> Training Environment: | > Backend: Torch | > Mixed precision: False | > Precision: float32 | > Current device: 0 | > Num. of GPUs: 1 | > Num. of CPUs: 32 | > Num. of Torch Threads: 16 | > Torch seed: 54321 | > Torch CUDNN: True | > Torch CUDNN deterministic: False | > Torch CUDNN benchmark: False | > Torch TF32 MatMul: False > Start Tensorboard: tensorboard --logdir=./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6 > Restoring from checkpoint_88000.pth ... > Restoring Model... > Restoring Optimizer... > Model restored from step 88000 > Model has 83063980 parameters  > EPOCH: 0/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 14:57:41)   --> TIME: 2024-06-10 14:57:54 -- STEP: 24/330 -- GLOBAL_STEP: 88025 | > loss_disc: 2.2468700408935547 (2.5268476406733194) | > loss_disc_real_0: 0.18050801753997803 (0.2664891509339214) | > loss_disc_real_1: 0.1875338852405548 (0.21047171764075756) | > loss_disc_real_2: 0.16698579490184784 (0.21440593463679156) | > loss_disc_real_3: 0.22658510506153107 (0.29415324081977207) | > loss_disc_real_4: 0.2110714167356491 (0.28566809060672926) | > loss_disc_real_5: 0.2270382195711136 (0.22039657334486643) | > loss_0: 2.2468700408935547 (2.5268476406733194) | > grad_norm_0: tensor(5.4664, device='cuda:0') (tensor(21.2395, device='cuda:0')) | > loss_gen: 2.6040873527526855 (2.7544890344142914) | > loss_kl: 2.720082998275757 (3.170697053273519) | > loss_feat: 6.7805986404418945 (6.959224979082744) | > loss_mel: 27.937963485717773 (31.275041898091633) | > loss_duration: 2.112267017364502 (2.221650550762812) | > loss_1: 42.154998779296875 (46.38110383351644) | > grad_norm_1: tensor(47.5971, device='cuda:0') (tensor(103.8431, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3518 (0.3690483470757802) | > loader_time: 0.0028 (0.00313111146291097)  --> TIME: 2024-06-10 14:58:03 -- STEP: 49/330 -- GLOBAL_STEP: 88050 | > loss_disc: 2.202552080154419 (2.3852882652866603) | > loss_disc_real_0: 0.15119275450706482 (0.2152821541744836) | > loss_disc_real_1: 0.20314909517765045 (0.20985210093916679) | > loss_disc_real_2: 0.20187883079051971 (0.22153181567484018) | > loss_disc_real_3: 0.21936683356761932 (0.2633042895064062) | > loss_disc_real_4: 0.241651713848114 (0.26020788994370686) | > loss_disc_real_5: 0.2206754833459854 (0.22244980171018716) | > loss_0: 2.202552080154419 (2.3852882652866603) | > grad_norm_0: tensor(7.2260, device='cuda:0') (tensor(14.9907, device='cuda:0')) | > loss_gen: 2.7388675212860107 (2.7474301785838846) | > loss_kl: 2.0237948894500732 (2.716600999540213) | > loss_feat: 7.6824798583984375 (7.086714306656195) | > loss_mel: 28.27402114868164 (30.066415125009964) | > loss_duration: 2.0858919620513916 (2.1908102473434132) | > loss_1: 42.805057525634766 (44.80797117583606) | > grad_norm_1: tensor(38.7052, device='cuda:0') (tensor(94.8404, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3553 (0.3600146332565619) | > loader_time: 0.0032 (0.003265283545669244)  --> TIME: 2024-06-10 14:58:12 -- STEP: 74/330 -- GLOBAL_STEP: 88075 | > loss_disc: 2.081068754196167 (2.3338605149372214) | > loss_disc_real_0: 0.12015538662672043 (0.1892858073115349) | > loss_disc_real_1: 0.1865687370300293 (0.208123145675337) | > loss_disc_real_2: 0.20667511224746704 (0.2235722751230807) | > loss_disc_real_3: 0.1896311193704605 (0.2550857349022014) | > loss_disc_real_4: 0.22790955007076263 (0.25527113092106757) | > loss_disc_real_5: 0.2248823046684265 (0.22511662301179525) | > loss_0: 2.081068754196167 (2.3338605149372214) | > grad_norm_0: tensor(5.6477, device='cuda:0') (tensor(12.3796, device='cuda:0')) | > loss_gen: 2.6275153160095215 (2.7357381324510315) | > loss_kl: 1.9879186153411865 (2.496125754472372) | > loss_feat: 7.717746257781982 (7.152831953925055) | > loss_mel: 27.609071731567383 (29.306132780539023) | > loss_duration: 2.081968069076538 (2.1833983627525533) | > loss_1: 42.02421569824219 (43.87422721450393) | > grad_norm_1: tensor(79.0140, device='cuda:0') (tensor(84.8860, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3585 (0.35835308319813497) | > loader_time: 0.0032 (0.0033737968754124)  --> TIME: 2024-06-10 14:58:21 -- STEP: 99/330 -- GLOBAL_STEP: 88100 | > loss_disc: 2.1346280574798584 (2.2797470345641626) | > loss_disc_real_0: 0.1612306386232376 (0.17396145750476857) | > loss_disc_real_1: 0.15523338317871094 (0.2027999652606068) | > loss_disc_real_2: 0.23074904084205627 (0.21860827505588531) | > loss_disc_real_3: 0.287076860666275 (0.2479133506615956) | > loss_disc_real_4: 0.26655080914497375 (0.25012587266738967) | > loss_disc_real_5: 0.22224833071231842 (0.22063369838276295) | > loss_0: 2.1346280574798584 (2.2797470345641626) | > grad_norm_0: tensor(8.0402, device='cuda:0') (tensor(11.6554, device='cuda:0')) | > loss_gen: 2.8842899799346924 (2.756431227982647) | > loss_kl: 1.6802338361740112 (2.336567647529372) | > loss_feat: 7.483781814575195 (7.186650309899841) | > loss_mel: 25.831912994384766 (28.677537860292375) | > loss_duration: 2.1793837547302246 (2.186126887196242) | > loss_1: 40.059600830078125 (43.1433140533139) | > grad_norm_1: tensor(106.2993, device='cuda:0') (tensor(82.4202, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3562 (0.3602547886395695) | > loader_time: 0.0032 (0.0034316284487945865)  --> TIME: 2024-06-10 14:58:30 -- STEP: 124/330 -- GLOBAL_STEP: 88125 | > loss_disc: 2.2132344245910645 (2.2493894004052684) | > loss_disc_real_0: 0.17897383868694305 (0.1663058791309595) | > loss_disc_real_1: 0.19488413631916046 (0.20121169228467248) | > loss_disc_real_2: 0.19815635681152344 (0.21504906192421913) | > loss_disc_real_3: 0.23971472680568695 (0.2441062865959059) | > loss_disc_real_4: 0.2583572566509247 (0.24482624773536957) | > loss_disc_real_5: 0.20660701394081116 (0.22254101643639226) | > loss_0: 2.2132344245910645 (2.2493894004052684) | > grad_norm_0: tensor(11.6671, device='cuda:0') (tensor(11.3049, device='cuda:0')) | > loss_gen: 2.4187674522399902 (2.770707464987232) | > loss_kl: 1.9514199495315552 (2.231682315949472) | > loss_feat: 6.878818511962891 (7.263263502428608) | > loss_mel: 26.345788955688477 (28.287379187922323) | > loss_duration: 2.2388696670532227 (2.1923115618767266) | > loss_1: 39.83366012573242 (42.74534410045993) | > grad_norm_1: tensor(104.8489, device='cuda:0') (tensor(80.8991, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3629 (0.36197563525169124) | > loader_time: 0.0041 (0.0035024939044829336)  --> TIME: 2024-06-10 14:58:40 -- STEP: 149/330 -- GLOBAL_STEP: 88150 | > loss_disc: 1.9992681741714478 (2.2167794648432895) | > loss_disc_real_0: 0.0937291830778122 (0.16005468313525986) | > loss_disc_real_1: 0.16321395337581635 (0.2012962204897964) | > loss_disc_real_2: 0.18099860846996307 (0.21437788379672387) | > loss_disc_real_3: 0.1571931391954422 (0.2386296291479328) | > loss_disc_real_4: 0.1802116483449936 (0.24021308244074752) | > loss_disc_real_5: 0.2334011346101761 (0.22022403846651115) | > loss_0: 1.9992681741714478 (2.2167794648432895) | > grad_norm_0: tensor(8.3257, device='cuda:0') (tensor(10.9942, device='cuda:0')) | > loss_gen: 2.7995264530181885 (2.7979307494707557) | > loss_kl: 1.622281551361084 (2.152915544157861) | > loss_feat: 7.451333522796631 (7.3452682911149605) | > loss_mel: 26.62761688232422 (27.946770776838264) | > loss_duration: 2.2066593170166016 (2.198820845392725) | > loss_1: 40.707420349121094 (42.44170620297425) | > grad_norm_1: tensor(63.2453, device='cuda:0') (tensor(79.8264, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3572 (0.36469955572345913) | > loader_time: 0.0046 (0.003578846886654028)  --> TIME: 2024-06-10 14:58:50 -- STEP: 174/330 -- GLOBAL_STEP: 88175 | > loss_disc: 2.164970874786377 (2.2048332999492515) | > loss_disc_real_0: 0.15727940201759338 (0.15817891716443255) | > loss_disc_real_1: 0.21256978809833527 (0.20106121897697457) | > loss_disc_real_2: 0.20133289694786072 (0.21402527212068953) | > loss_disc_real_3: 0.20723646879196167 (0.23734641195028675) | > loss_disc_real_4: 0.19432766735553741 (0.23755103264046812) | > loss_disc_real_5: 0.20299895107746124 (0.2209953785627738) | > loss_0: 2.164970874786377 (2.2048332999492515) | > grad_norm_0: tensor(6.9367, device='cuda:0') (tensor(10.6426, device='cuda:0')) | > loss_gen: 2.677647113800049 (2.808492637228692) | > loss_kl: 1.642994999885559 (2.0824264061862037) | > loss_feat: 6.880307197570801 (7.374885871492583) | > loss_mel: 24.40294075012207 (27.6329927444458) | > loss_duration: 2.3361663818359375 (2.2064014522508635) | > loss_1: 37.94005584716797 (42.105199112289256) | > grad_norm_1: tensor(76.9759, device='cuda:0') (tensor(81.9045, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3858 (0.36551098850951813) | > loader_time: 0.0037 (0.003657371148295786)  --> TIME: 2024-06-10 14:58:59 -- STEP: 199/330 -- GLOBAL_STEP: 88200 | > loss_disc: 2.1458823680877686 (2.1826383558349987) | > loss_disc_real_0: 0.17627787590026855 (0.1581377235039993) | > loss_disc_real_1: 0.22545604407787323 (0.2007211824158329) | > loss_disc_real_2: 0.22815316915512085 (0.21156997447037817) | > loss_disc_real_3: 0.24949342012405396 (0.2346110728068567) | > loss_disc_real_4: 0.2654758393764496 (0.2335339554739957) | > loss_disc_real_5: 0.23138457536697388 (0.2191323078607195) | > loss_0: 2.1458823680877686 (2.1826383558349987) | > grad_norm_0: tensor(8.2753, device='cuda:0') (tensor(10.2089, device='cuda:0')) | > loss_gen: 2.9953229427337646 (2.831913543106923) | > loss_kl: 1.4583032131195068 (2.02991764749115) | > loss_feat: 7.519466400146484 (7.4548362223946265) | > loss_mel: 27.001358032226562 (27.413943199656117) | > loss_duration: 2.346606969833374 (2.2156447094289478) | > loss_1: 41.3210563659668 (41.94625538198193) | > grad_norm_1: tensor(76.0220, device='cuda:0') (tensor(81.0807, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3758 (0.36706466291418044) | > loader_time: 0.0042 (0.0037618605934794823)  --> TIME: 2024-06-10 14:59:09 -- STEP: 224/330 -- GLOBAL_STEP: 88225 | > loss_disc: 2.1671695709228516 (2.167184017066445) | > loss_disc_real_0: 0.11681990325450897 (0.15727487216437502) | > loss_disc_real_1: 0.19896695017814636 (0.2012626266639148) | > loss_disc_real_2: 0.19310422241687775 (0.21009998961484858) | > loss_disc_real_3: 0.24563129246234894 (0.23220967355051209) | > loss_disc_real_4: 0.24521858990192413 (0.22933653981557914) | > loss_disc_real_5: 0.24085180461406708 (0.21806034725159407) | > loss_0: 2.1671695709228516 (2.167184017066445) | > grad_norm_0: tensor(8.2130, device='cuda:0') (tensor(9.9917, device='cuda:0')) | > loss_gen: 2.9951651096343994 (2.8433340830462326) | > loss_kl: 1.681823968887329 (1.9914705944912783) | > loss_feat: 7.787898063659668 (7.520581837211337) | > loss_mel: 24.435039520263672 (27.202986087117875) | > loss_duration: 2.3395326137542725 (2.2230728151542785) | > loss_1: 39.23945999145508 (41.78144553729466) | > grad_norm_1: tensor(90.6311, device='cuda:0') (tensor(80.6094, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.3791 (0.36962624745709566) | > loader_time: 0.0044 (0.003880907382283892)  --> TIME: 2024-06-10 14:59:20 -- STEP: 249/330 -- GLOBAL_STEP: 88250 | > loss_disc: 1.9202616214752197 (2.152529541747158) | > loss_disc_real_0: 0.132847860455513 (0.15673453450562005) | > loss_disc_real_1: 0.19104042649269104 (0.20149957625023338) | > loss_disc_real_2: 0.1215297132730484 (0.20799167208882222) | > loss_disc_real_3: 0.22287124395370483 (0.230131114462772) | > loss_disc_real_4: 0.22006960213184357 (0.2257855480095469) | > loss_disc_real_5: 0.18053469061851501 (0.21715885424709702) | > loss_0: 1.9202616214752197 (2.152529541747158) | > grad_norm_0: tensor(10.5245, device='cuda:0') (tensor(9.8028, device='cuda:0')) | > loss_gen: 2.885791063308716 (2.849449951485937) | > loss_kl: 1.6355942487716675 (1.95437932588968) | > loss_feat: 7.435162544250488 (7.544663084558694) | > loss_mel: 25.07099723815918 (26.967206740475085) | > loss_duration: 2.2994823455810547 (2.231890412219556) | > loss_1: 39.3270263671875 (41.54758960463436) | > grad_norm_1: tensor(101.8683, device='cuda:0') (tensor(79.6553, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.4124 (0.37440997050947944) | > loader_time: 0.0053 (0.004011892410646003)  --> TIME: 2024-06-10 14:59:31 -- STEP: 274/330 -- GLOBAL_STEP: 88275 | > loss_disc: 2.1664342880249023 (2.144233603112019) | > loss_disc_real_0: 0.09595412015914917 (0.1556000908034561) | > loss_disc_real_1: 0.16707706451416016 (0.20187921936277062) | > loss_disc_real_2: 0.24793167412281036 (0.20693278568286963) | > loss_disc_real_3: 0.26937660574913025 (0.2292320245373858) | > loss_disc_real_4: 0.23322556912899017 (0.22320955882977395) | > loss_disc_real_5: 0.19981861114501953 (0.21641760683842823) | > loss_0: 2.1664342880249023 (2.144233603112019) | > grad_norm_0: tensor(9.7135, device='cuda:0') (tensor(9.8073, device='cuda:0')) | > loss_gen: 2.678849697113037 (2.8600870162031082) | > loss_kl: 1.6110280752182007 (1.9239167858214283) | > loss_feat: 8.236528396606445 (7.620167855798763) | > loss_mel: 25.333332061767578 (26.805797834465974) | > loss_duration: 2.319826602935791 (2.2401233415534016) | > loss_1: 40.1795654296875 (41.450092886486196) | > grad_norm_1: tensor(140.1411, device='cuda:0') (tensor(78.9719, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.4611 (0.37965299178213985) | > loader_time: 0.0058 (0.004163670713884118)  --> TIME: 2024-06-10 14:59:42 -- STEP: 299/330 -- GLOBAL_STEP: 88300 | > loss_disc: 2.1781911849975586 (2.141628347910368) | > loss_disc_real_0: 0.11863692104816437 (0.15429154011019097) | > loss_disc_real_1: 0.21435998380184174 (0.2024120164655124) | > loss_disc_real_2: 0.18926948308944702 (0.20751694522573788) | > loss_disc_real_3: 0.24184618890285492 (0.22921947736205864) | > loss_disc_real_4: 0.22564853727817535 (0.2215788996339243) | > loss_disc_real_5: 0.2444043904542923 (0.2163229712275757) | > loss_0: 2.1781911849975586 (2.141628347910368) | > grad_norm_0: tensor(8.9539, device='cuda:0') (tensor(9.6953, device='cuda:0')) | > loss_gen: 2.948786973953247 (2.8662267488779434) | > loss_kl: 1.5357681512832642 (1.8971222993920887) | > loss_feat: 7.773229122161865 (7.654552652684343) | > loss_mel: 25.815357208251953 (26.65133924707521) | > loss_duration: 2.4117283821105957 (2.249986026598059) | > loss_1: 40.48487091064453 (41.319227008117906) | > grad_norm_1: tensor(80.6427, device='cuda:0') (tensor(80.4259, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.4437 (0.38589230827663273) | > loader_time: 0.006 (0.00433337489099407)  --> TIME: 2024-06-10 14:59:56 -- STEP: 324/330 -- GLOBAL_STEP: 88325 | > loss_disc: 2.006829261779785 (2.137454122304917) | > loss_disc_real_0: 0.17221654951572418 (0.15358247529761287) | > loss_disc_real_1: 0.19716453552246094 (0.2038497863636341) | > loss_disc_real_2: 0.13673801720142365 (0.20738784136411584) | > loss_disc_real_3: 0.15145732462406158 (0.22770667867160138) | > loss_disc_real_4: 0.170722097158432 (0.2199065665955897) | > loss_disc_real_5: 0.19648034870624542 (0.21524960524690004) | > loss_0: 2.006829261779785 (2.137454122304917) | > grad_norm_0: tensor(8.8998, device='cuda:0') (tensor(10.1031, device='cuda:0')) | > loss_gen: 2.9431676864624023 (2.8728568399393994) | > loss_kl: 1.90082585811615 (1.883112302900833) | > loss_feat: 11.43163776397705 (7.74630774539194) | > loss_mel: 24.16513442993164 (26.515290560545743) | > loss_duration: 2.452678680419922 (2.2638330687711266) | > loss_1: 42.8934440612793 (41.28140053925693) | > grad_norm_1: tensor(320.4741, device='cuda:0') (tensor(88.0624, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.5997 (0.398203049912865) | > loader_time: 0.008 (0.004589057998892701)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2981197834014893 (2.2981197834014893) | > loss_disc_real_0: 0.15399011969566345 (0.15399011969566345) | > loss_disc_real_1: 0.32593199610710144 (0.32593199610710144) | > loss_disc_real_2: 0.28140538930892944 (0.28140538930892944) | > loss_disc_real_3: 0.28366151452064514 (0.28366151452064514) | > loss_disc_real_4: 0.2659263610839844 (0.2659263610839844) | > loss_disc_real_5: 0.280316561460495 (0.280316561460495) | > loss_0: 2.2981197834014893 (2.2981197834014893) | > loss_gen: 3.112795114517212 (3.112795114517212) | > loss_kl: 2.0364136695861816 (2.0364136695861816) | > loss_feat: 6.425273418426514 (6.425273418426514) | > loss_mel: 27.782371520996094 (27.782371520996094) | > loss_duration: 2.656280040740967 (2.656280040740967) | > loss_1: 42.01313400268555 (42.01313400268555)  --> STEP: 1 | > loss_disc: 2.6951968669891357 (2.6951968669891357) | > loss_disc_real_0: 0.22990906238555908 (0.22990906238555908) | > loss_disc_real_1: 0.32659536600112915 (0.32659536600112915) | > loss_disc_real_2: 0.4069487750530243 (0.4069487750530243) | > loss_disc_real_3: 0.33787962794303894 (0.33787962794303894) | > loss_disc_real_4: 0.29416853189468384 (0.29416853189468384) | > loss_disc_real_5: 0.3053196966648102 (0.3053196966648102) | > loss_0: 2.6951968669891357 (2.6951968669891357) | > loss_gen: 2.9612553119659424 (2.9612553119659424) | > loss_kl: 1.8346326351165771 (1.8346326351165771) | > loss_feat: 4.237069129943848 (4.237069129943848) | > loss_mel: 25.60736846923828 (25.60736846923828) | > loss_duration: 2.266754627227783 (2.266754627227783) | > loss_1: 36.90707778930664 (36.90707778930664)  --> STEP: 2 | > loss_disc: 2.8757028579711914 (2.7854498624801636) | > loss_disc_real_0: 0.1793510466814041 (0.2046300545334816) | > loss_disc_real_1: 0.18484677374362946 (0.2557210698723793) | > loss_disc_real_2: 0.39720618724823 (0.40207748115062714) | > loss_disc_real_3: 0.45432937145233154 (0.39610449969768524) | > loss_disc_real_4: 0.4035670757293701 (0.348867803812027) | > loss_disc_real_5: 0.39208322763442993 (0.34870146214962006) | > loss_0: 2.8757028579711914 (2.7854498624801636) | > loss_gen: 2.574169874191284 (2.7677125930786133) | > loss_kl: 2.046481132507324 (1.9405568838119507) | > loss_feat: 3.9768049716949463 (4.106937050819397) | > loss_mel: 31.64287567138672 (28.6251220703125) | > loss_duration: 2.4078145027160645 (2.337284564971924) | > loss_1: 42.64814376831055 (39.777610778808594)  --> STEP: 3 | > loss_disc: 2.0852928161621094 (2.5520641803741455) | > loss_disc_real_0: 0.14891645312309265 (0.18605885406335196) | > loss_disc_real_1: 0.418893426656723 (0.3101118554671605) | > loss_disc_real_2: 0.2380506694316864 (0.34740187724431354) | > loss_disc_real_3: 0.37920451164245605 (0.3904711703459422) | > loss_disc_real_4: 0.17947427928447723 (0.29240329563617706) | > loss_disc_real_5: 0.28611040115356445 (0.3278377751509349) | > loss_0: 2.0852928161621094 (2.5520641803741455) | > loss_gen: 3.8314404487609863 (3.122288544972738) | > loss_kl: 2.0486397743225098 (1.976584513982137) | > loss_feat: 8.24744987487793 (5.487107992172241) | > loss_mel: 25.193058013916016 (27.48110071818034) | > loss_duration: 2.1689887046813965 (2.2811859448750815) | > loss_1: 41.48957443237305 (40.34826532999674)  --> STEP: 4 | > loss_disc: 2.739089250564575 (2.598820447921753) | > loss_disc_real_0: 0.2470935434103012 (0.20131752640008926) | > loss_disc_real_1: 0.28459370136260986 (0.3037323169410229) | > loss_disc_real_2: 0.39296814799308777 (0.3587934449315071) | > loss_disc_real_3: 0.4500581920146942 (0.4053679257631302) | > loss_disc_real_4: 0.37700125575065613 (0.31355278566479683) | > loss_disc_real_5: 0.424808531999588 (0.35208046436309814) | > loss_0: 2.739089250564575 (2.598820447921753) | > loss_gen: 3.708578586578369 (3.2688610553741455) | > loss_kl: 1.8022575378417969 (1.933002769947052) | > loss_feat: 8.007790565490723 (6.117278635501862) | > loss_mel: 29.090463638305664 (27.88344144821167) | > loss_duration: 2.225400924682617 (2.2672396898269653) | > loss_1: 44.834495544433594 (41.46982288360596)  --> STEP: 5 | > loss_disc: 2.2554173469543457 (2.5301398277282714) | > loss_disc_real_0: 0.11448259651660919 (0.18395054042339326) | > loss_disc_real_1: 0.3358193337917328 (0.31014972031116483) | > loss_disc_real_2: 0.31937721371650696 (0.3509101986885071) | > loss_disc_real_3: 0.37177783250808716 (0.39864990711212156) | > loss_disc_real_4: 0.2873630225658417 (0.3083148330450058) | > loss_disc_real_5: 0.24661760032176971 (0.33098789155483244) | > loss_0: 2.2554173469543457 (2.5301398277282714) | > loss_gen: 3.275228500366211 (3.2701345443725587) | > loss_kl: 1.7792311906814575 (1.902248454093933) | > loss_feat: 6.184985160827637 (6.130819940567017) | > loss_mel: 27.5172061920166 (27.810194396972655) | > loss_duration: 2.3176186084747314 (2.2773154735565186) | > loss_1: 41.07427215576172 (41.39071273803711)  --> STEP: 6 | > loss_disc: 2.0779292583465576 (2.454771399497986) | > loss_disc_real_0: 0.09733764082193375 (0.16951505715648332) | > loss_disc_real_1: 0.3754596412181854 (0.3210347071290016) | > loss_disc_real_2: 0.27583715319633484 (0.3383980244398117) | > loss_disc_real_3: 0.3124711513519287 (0.3842867811520894) | > loss_disc_real_4: 0.17267534136772156 (0.2857082510987918) | > loss_disc_real_5: 0.211466446518898 (0.31106765071551007) | > loss_0: 2.0779292583465576 (2.454771399497986) | > loss_gen: 3.233520984649658 (3.2640322844187417) | > loss_kl: 1.907700777053833 (1.9031571745872498) | > loss_feat: 6.825397968292236 (6.246582945187886) | > loss_mel: 26.21640396118164 (27.544562657674152) | > loss_duration: 2.120713233947754 (2.251215100288391) | > loss_1: 40.303733825683594 (41.20954958597819)  --> STEP: 7 | > loss_disc: 2.2988462448120117 (2.4324963773999895) | > loss_disc_real_0: 0.11679558455944061 (0.16198370392833436) | > loss_disc_real_1: 0.3287794888019562 (0.32214110451085226) | > loss_disc_real_2: 0.271435409784317 (0.32883193663188387) | > loss_disc_real_3: 0.3235406279563904 (0.37560875926698956) | > loss_disc_real_4: 0.2419624775648117 (0.2794588548796518) | > loss_disc_real_5: 0.2568245232105255 (0.3033186325005123) | > loss_0: 2.2988462448120117 (2.4324963773999895) | > loss_gen: 2.935816764831543 (3.217144353049142) | > loss_kl: 1.9685466289520264 (1.9124985252107893) | > loss_feat: 5.402307033538818 (6.1259721006665915) | > loss_mel: 26.910415649414062 (27.453970227922714) | > loss_duration: 2.429229497909546 (2.2766457285199846) | > loss_1: 39.64631652832031 (40.98623057774135)  --> STEP: 8 | > loss_disc: 2.3284733295440674 (2.4194934964179993) | > loss_disc_real_0: 0.1516237109899521 (0.1606887048110366) | > loss_disc_real_1: 0.3196130096912384 (0.32182509265840054) | > loss_disc_real_2: 0.3412074148654938 (0.33037887141108513) | > loss_disc_real_3: 0.35647299885749817 (0.37321678921580315) | > loss_disc_real_4: 0.2615946829319 (0.2772258333861828) | > loss_disc_real_5: 0.30665895342826843 (0.3037361726164818) | > loss_0: 2.3284733295440674 (2.4194934964179993) | > loss_gen: 3.4591257572174072 (3.247392028570175) | > loss_kl: 2.6867542266845703 (2.009280487895012) | > loss_feat: 5.8514723777771 (6.091659635305405) | > loss_mel: 30.133886337280273 (27.788959741592407) | > loss_duration: 2.152670383453369 (2.2611488103866577) | > loss_1: 44.28390884399414 (41.39844036102295)  --> STEP: 9 | > loss_disc: 2.55267596244812 (2.434291548199124) | > loss_disc_real_0: 0.17364156246185303 (0.16212791121668285) | > loss_disc_real_1: 0.3166952431201935 (0.3212551093763775) | > loss_disc_real_2: 0.399211585521698 (0.3380269507567088) | > loss_disc_real_3: 0.3779042065143585 (0.3737376133600871) | > loss_disc_real_4: 0.3052997589111328 (0.2803451584445106) | > loss_disc_real_5: 0.3195960223674774 (0.3054983781443702) | > loss_0: 2.55267596244812 (2.434291548199124) | > loss_gen: 3.1553432941436768 (3.2371643914116754) | > loss_kl: 2.2741541862487793 (2.0387108988232083) | > loss_feat: 6.978392601013184 (6.190185520384047) | > loss_mel: 25.252674102783203 (27.507150226169163) | > loss_duration: 2.1938281059265137 (2.2536687321133084) | > loss_1: 39.85438919067383 (41.22687911987305)  --> STEP: 10 | > loss_disc: 2.4591493606567383 (2.4367773294448853) | > loss_disc_real_0: 0.26003506779670715 (0.1719186268746853) | > loss_disc_real_1: 0.3683122992515564 (0.3259608283638954) | > loss_disc_real_2: 0.24267132580280304 (0.3284913882613182) | > loss_disc_real_3: 0.28791776299476624 (0.36515562832355497) | > loss_disc_real_4: 0.23284105956554413 (0.2755947485566139) | > loss_disc_real_5: 0.275377482175827 (0.30248628854751586) | > loss_0: 2.4591493606567383 (2.4367773294448853) | > loss_gen: 3.010573625564575 (3.2145053148269653) | > loss_kl: 1.9287432432174683 (2.0277141332626343) | > loss_feat: 6.006505012512207 (6.171817469596863) | > loss_mel: 21.582468032836914 (26.91468200683594) | > loss_duration: 2.235910415649414 (2.251892900466919) | > loss_1: 34.764198303222656 (40.580611038208005)  --> STEP: 11 | > loss_disc: 2.1122779846191406 (2.407277389006181) | > loss_disc_real_0: 0.1502358317375183 (0.16994746368039737) | > loss_disc_real_1: 0.3006162941455841 (0.32365677979859436) | > loss_disc_real_2: 0.32327887415885925 (0.32801752334291284) | > loss_disc_real_3: 0.3542712330818176 (0.3641661378470334) | > loss_disc_real_4: 0.24872161448001862 (0.2731517363678325) | > loss_disc_real_5: 0.2940879762172699 (0.3017228056084026) | > loss_0: 2.1122779846191406 (2.407277389006181) | > loss_gen: 3.7408607006073 (3.2623558044433594) | > loss_kl: 2.1461241245269775 (2.0384786779230293) | > loss_feat: 8.224716186523438 (6.358444625681097) | > loss_mel: 25.146146774291992 (26.753906076604668) | > loss_duration: 2.375946521759033 (2.263170502402566) | > loss_1: 41.633792877197266 (40.676354841752485)  --> STEP: 12 | > loss_disc: 2.2812817096710205 (2.3967777490615845) | > loss_disc_real_0: 0.14394161105155945 (0.1677803092946609) | > loss_disc_real_1: 0.314380019903183 (0.32288371647397673) | > loss_disc_real_2: 0.2900814414024353 (0.3248561831812064) | > loss_disc_real_3: 0.2591725289821625 (0.3554166704416275) | > loss_disc_real_4: 0.3084980547428131 (0.27609726289908093) | > loss_disc_real_5: 0.3157251179218292 (0.3028896649678548) | > loss_0: 2.2812817096710205 (2.3967777490615845) | > loss_gen: 3.3636929988861084 (3.2708005706469216) | > loss_kl: 2.0990076065063477 (2.043522755304972) | > loss_feat: 6.679454326629639 (6.385195434093475) | > loss_mel: 22.701704025268555 (26.41622257232666) | > loss_duration: 2.2249464988708496 (2.259985168774923) | > loss_1: 37.06880187988281 (40.375725428263344)  --> STEP: 13 | > loss_disc: 3.0196213722229004 (2.4446887969970703) | > loss_disc_real_0: 0.22494164109230042 (0.17217733481755623) | > loss_disc_real_1: 0.3727824091911316 (0.32672207745221943) | > loss_disc_real_2: 0.3876826763153076 (0.329688990345368) | > loss_disc_real_3: 0.4968963861465454 (0.36629972549585194) | > loss_disc_real_4: 0.4184078872203827 (0.2870442340007195) | > loss_disc_real_5: 0.38053011894226074 (0.30886200758127064) | > loss_0: 3.0196213722229004 (2.4446887969970703) | > loss_gen: 3.3988733291625977 (3.280652321301974) | > loss_kl: 2.0503957271575928 (2.0440514454474816) | > loss_feat: 6.139156818389893 (6.366269386731661) | > loss_mel: 24.62177276611328 (26.27818797184871) | > loss_duration: 2.105428695678711 (2.2480962093059835) | > loss_1: 38.31562805175781 (40.217256399301384)  --> STEP: 14 | > loss_disc: 1.8664443492889404 (2.4033856221607754) | > loss_disc_real_0: 0.10295257717370987 (0.16723270927156722) | > loss_disc_real_1: 0.243881493806839 (0.32080489290612085) | > loss_disc_real_2: 0.3349335789680481 (0.3300636038184166) | > loss_disc_real_3: 0.27795979380607605 (0.3599897303751537) | > loss_disc_real_4: 0.1808612048625946 (0.27945973191942486) | > loss_disc_real_5: 0.19307680428028107 (0.30059163591691423) | > loss_0: 1.8664443492889404 (2.4033856221607754) | > loss_gen: 3.5151796340942383 (3.297404272215707) | > loss_kl: 1.8926104307174683 (2.0332342301096236) | > loss_feat: 8.443513870239258 (6.51464399269649) | > loss_mel: 27.398847579956055 (26.358235086713517) | > loss_duration: 2.3519277572631836 (2.2555127484457835) | > loss_1: 43.60207748413086 (40.45902933393206)  --> STEP: 15 | > loss_disc: 2.6341347694396973 (2.4187688986460367) | > loss_disc_real_0: 0.20129719376564026 (0.1695036749045054) | > loss_disc_real_1: 0.2694762349128723 (0.3173829823732376) | > loss_disc_real_2: 0.431179404258728 (0.33680465718110403) | > loss_disc_real_3: 0.5381375551223755 (0.3718662520249685) | > loss_disc_real_4: 0.22583916783332825 (0.27588502764701844) | > loss_disc_real_5: 0.3565728962421417 (0.3043237199385961) | > loss_0: 2.6341347694396973 (2.4187688986460367) | > loss_gen: 3.3751649856567383 (3.3025883197784425) | > loss_kl: 2.250920534133911 (2.0477466503779094) | > loss_feat: 8.377464294433594 (6.638832012812297) | > loss_mel: 26.59937286376953 (26.37431093851725) | > loss_duration: 2.3162689208984375 (2.259563159942627) | > loss_1: 42.919189453125 (40.62304000854492)  --> STEP: 16 | > loss_disc: 2.359847068786621 (2.4150862842798233) | > loss_disc_real_0: 0.4229200482368469 (0.18534219823777676) | > loss_disc_real_1: 0.2824825942516327 (0.3152017081156373) | > loss_disc_real_2: 0.29856184124946594 (0.33441448118537664) | > loss_disc_real_3: 0.31415069103240967 (0.36825902946293354) | > loss_disc_real_4: 0.28230732679367065 (0.2762864213436842) | > loss_disc_real_5: 0.24359941482543945 (0.3005284508690238) | > loss_0: 2.359847068786621 (2.4150862842798233) | > loss_gen: 3.722250461578369 (3.328817203640938) | > loss_kl: 1.7841665744781494 (2.0312728956341743) | > loss_feat: 8.52169418334961 (6.756510898470879) | > loss_mel: 21.809770584106445 (26.089027166366577) | > loss_duration: 2.3268542289733887 (2.2637688517570496) | > loss_1: 38.164737701416016 (40.469396114349365)  --> STEP: 17 | > loss_disc: 2.5537242889404297 (2.4232414610245647) | > loss_disc_real_0: 0.18572691082954407 (0.18536482839023366) | > loss_disc_real_1: 0.45221471786499023 (0.3232612969244228) | > loss_disc_real_2: 0.29770368337631226 (0.3322550224907258) | > loss_disc_real_3: 0.3291705250740051 (0.3659597056753495) | > loss_disc_real_4: 0.26248112320899963 (0.2754743449828204) | > loss_disc_real_5: 0.31132054328918457 (0.3011632798349156) | > loss_0: 2.5537242889404297 (2.4232414610245647) | > loss_gen: 3.429321765899658 (3.3347292367149803) | > loss_kl: 1.873449683189392 (2.0219891772550693) | > loss_feat: 6.178108215332031 (6.722487211227417) | > loss_mel: 26.156980514526367 (26.093024422140683) | > loss_duration: 2.3245792388916016 (2.2673459333532) | > loss_1: 39.962440490722656 (40.4395751953125)  --> STEP: 18 | > loss_disc: 1.762526035308838 (2.3865350484848022) | > loss_disc_real_0: 0.08156570047140121 (0.17959821017252076) | > loss_disc_real_1: 0.2757188379764557 (0.32062004920509124) | > loss_disc_real_2: 0.24271298944950104 (0.32728046509954667) | > loss_disc_real_3: 0.2514486014842987 (0.35959797766473556) | > loss_disc_real_4: 0.18720565736293793 (0.270570529003938) | > loss_disc_real_5: 0.2185283601284027 (0.29657245096233154) | > loss_0: 1.762526035308838 (2.3865350484848022) | > loss_gen: 3.775458812713623 (3.3592142131593494) | > loss_kl: 1.593583345413208 (1.998188853263855) | > loss_feat: 8.5894193649292 (6.82620566421085) | > loss_mel: 25.65699005126953 (26.068800290425617) | > loss_duration: 2.212679624557495 (2.2643089161978827) | > loss_1: 41.82813262939453 (40.516717274983726)  --> STEP: 19 | > loss_disc: 2.3528966903686523 (2.3847646085839522) | > loss_disc_real_0: 0.0970713421702385 (0.17525469080397957) | > loss_disc_real_1: 0.322170227766037 (0.3207016375504042) | > loss_disc_real_2: 0.37999263405799866 (0.33005478978157043) | > loss_disc_real_3: 0.42355218529701233 (0.36296398859275014) | > loss_disc_real_4: 0.15157073736190796 (0.26430738207541016) | > loss_disc_real_5: 0.2723821699619293 (0.2952992782780999) | > loss_0: 2.3528966903686523 (2.3847646085839522) | > loss_gen: 3.0718657970428467 (3.344090612311112) | > loss_kl: 2.152050733566284 (2.0062868469639827) | > loss_feat: 7.251867771148682 (6.848608932997051) | > loss_mel: 24.61517333984375 (25.992293608816045) | > loss_duration: 2.3561394214630127 (2.2691421006855212) | > loss_1: 39.44709777832031 (40.46042151200144)  --> STEP: 20 | > loss_disc: 2.7606544494628906 (2.4035591006278993) | > loss_disc_real_0: 0.2521408796310425 (0.1790990002453327) | > loss_disc_real_1: 0.3652037978172302 (0.3229267455637455) | > loss_disc_real_2: 0.2811383008956909 (0.32760896533727646) | > loss_disc_real_3: 0.4317377805709839 (0.36640267819166183) | > loss_disc_real_4: 0.35774096846580505 (0.2689790613949299) | > loss_disc_real_5: 0.4332330822944641 (0.30219596847891805) | > loss_0: 2.7606544494628906 (2.4035591006278993) | > loss_gen: 3.192140579223633 (3.3364931106567384) | > loss_kl: 1.6499379873275757 (1.9884694039821624) | > loss_feat: 6.586026668548584 (6.835479819774628) | > loss_mel: 24.390901565551758 (25.91222400665283) | > loss_duration: 2.3945200443267822 (2.275410997867584) | > loss_1: 38.21352767944336 (40.348076820373535)  --> STEP: 21 | > loss_disc: 2.485060214996338 (2.407440106074015) | > loss_disc_real_0: 0.16889014840126038 (0.17861286444323404) | > loss_disc_real_1: 0.31693118810653687 (0.32264124282768797) | > loss_disc_real_2: 0.4051380157470703 (0.3313008248806) | > loss_disc_real_3: 0.43160897493362427 (0.3695077399412791) | > loss_disc_real_4: 0.2617442011833191 (0.26863454424199606) | > loss_disc_real_5: 0.346256285905838 (0.3042940788325809) | > loss_0: 2.485060214996338 (2.407440106074015) | > loss_gen: 3.522455930709839 (3.3453484830402194) | > loss_kl: 1.3281042575836182 (1.957023444629851) | > loss_feat: 5.377391815185547 (6.766047057651338) | > loss_mel: 25.685300827026367 (25.901418140956334) | > loss_duration: 2.223240852355957 (2.2729267052241733) | > loss_1: 38.13649368286133 (40.242763337634855)  --> STEP: 22 | > loss_disc: 2.4027979373931885 (2.407229098406705) | > loss_disc_real_0: 0.07979042083024979 (0.17412093518809837) | > loss_disc_real_1: 0.31814277172088623 (0.3224367668682879) | > loss_disc_real_2: 0.36331483721733093 (0.3327560072595423) | > loss_disc_real_3: 0.2872743308544159 (0.36576985771005804) | > loss_disc_real_4: 0.2269858717918396 (0.266741422766989) | > loss_disc_real_5: 0.3117627799510956 (0.30463356524705887) | > loss_0: 2.4027979373931885 (2.407229098406705) | > loss_gen: 2.945587635040283 (3.3271775354038584) | > loss_kl: 2.107565402984619 (1.9638662609187039) | > loss_feat: 4.911342144012451 (6.681742288849571) | > loss_mel: 21.803268432617188 (25.7151386087591) | > loss_duration: 2.2320282459259033 (2.2710676843469795) | > loss_1: 33.99979019165039 (39.958991830999196)  --> STEP: 23 | > loss_disc: 2.691502332687378 (2.419588804244995) | > loss_disc_real_0: 0.2761916518211365 (0.1785587924330131) | > loss_disc_real_1: 0.32144927978515625 (0.3223938326472822) | > loss_disc_real_2: 0.44067856669425964 (0.3374482924523561) | > loss_disc_real_3: 0.4438908100128174 (0.36916642085365625) | > loss_disc_real_4: 0.2903439998626709 (0.26776762177114904) | > loss_disc_real_5: 0.32100486755371094 (0.305345360999522) | > loss_0: 2.691502332687378 (2.419588804244995) | > loss_gen: 3.335824489593506 (3.3275534899338433) | > loss_kl: 1.5346754789352417 (1.9452057921368142) | > loss_feat: 5.355964660644531 (6.6240997832754385) | > loss_mel: 23.72992515563965 (25.6288249803626) | > loss_duration: 2.3492379188537598 (2.2744663901951) | > loss_1: 36.30562973022461 (39.800150000530735)  --> STEP: 24 | > loss_disc: 2.645977258682251 (2.429021656513214) | > loss_disc_real_0: 0.21333527565002441 (0.18000781256705523) | > loss_disc_real_1: 0.29160138964653015 (0.32111081418891757) | > loss_disc_real_2: 0.42445820569992065 (0.34107370550433797) | > loss_disc_real_3: 0.5336633920669556 (0.3760204613208771) | > loss_disc_real_4: 0.23471319675445557 (0.26639035406212014) | > loss_disc_real_5: 0.2746330797672272 (0.304065682614843) | > loss_0: 2.645977258682251 (2.429021656513214) | > loss_gen: 3.2006492614746094 (3.3222658137480416) | > loss_kl: 1.5116862058639526 (1.9271424760421116) | > loss_feat: 6.982348918914795 (6.639026830593745) | > loss_mel: 23.86353302001953 (25.55527114868164) | > loss_duration: 2.472961902618408 (2.2827370365460715) | > loss_1: 38.03117752075195 (39.726442813873284)  --> STEP: 25 | > loss_disc: 2.5542151927948 (2.4340293979644776) | > loss_disc_real_0: 0.17556771636009216 (0.1798302087187767) | > loss_disc_real_1: 0.2957194447517395 (0.3200951594114304) | > loss_disc_real_2: 0.38684776425361633 (0.34290466785430906) | > loss_disc_real_3: 0.3915233910083771 (0.37664057850837707) | > loss_disc_real_4: 0.21941830217838287 (0.2645114719867706) | > loss_disc_real_5: 0.33339399099349976 (0.3052388149499893) | > loss_0: 2.5542151927948 (2.4340293979644776) | > loss_gen: 3.1273140907287598 (3.3144677448272706) | > loss_kl: 1.770745873451233 (1.9208866119384767) | > loss_feat: 6.164181709289551 (6.620033025741577) | > loss_mel: 22.48967933654785 (25.43264747619629) | > loss_duration: 2.432952404022217 (2.288745651245117) | > loss_1: 35.9848747253418 (39.57678009033202)  --> STEP: 26 | > loss_disc: 2.717538356781006 (2.44493358868819) | > loss_disc_real_0: 0.19507229328155518 (0.18041644274042204) | > loss_disc_real_1: 0.2424153834581375 (0.3171074757209192) | > loss_disc_real_2: 0.5507429242134094 (0.3508984469450437) | > loss_disc_real_3: 0.6349137425422668 (0.3865741617404498) | > loss_disc_real_4: 0.16477389633655548 (0.26067541138483924) | > loss_disc_real_5: 0.24947300553321838 (0.3030939761262673) | > loss_0: 2.717538356781006 (2.44493358868819) | > loss_gen: 3.3463962078094482 (3.3156957626342773) | > loss_kl: 1.909576654434204 (1.9204516135729277) | > loss_feat: 12.209006309509277 (6.83499353665572) | > loss_mel: 25.38164520263672 (25.430685850290153) | > loss_duration: 2.4209516048431396 (2.2938304956142717) | > loss_1: 45.267578125 (39.79565693781925) --> EVAL PERFORMANCE | > avg_loader_time: 0.002884498009314904 (+0) | > avg_loss_disc: 2.44493358868819 (+0) | > avg_loss_disc_real_0: 0.18041644274042204 (+0) | > avg_loss_disc_real_1: 0.3171074757209192 (+0) | > avg_loss_disc_real_2: 0.3508984469450437 (+0) | > avg_loss_disc_real_3: 0.3865741617404498 (+0) | > avg_loss_disc_real_4: 0.26067541138483924 (+0) | > avg_loss_disc_real_5: 0.3030939761262673 (+0) | > avg_loss_0: 2.44493358868819 (+0) | > avg_loss_gen: 3.3156957626342773 (+0) | > avg_loss_kl: 1.9204516135729277 (+0) | > avg_loss_feat: 6.83499353665572 (+0) | > avg_loss_mel: 25.430685850290153 (+0) | > avg_loss_duration: 2.2938304956142717 (+0) | > avg_loss_1: 39.79565693781925 (+0) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_88331.pth  > EPOCH: 1/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:00:28)   --> TIME: 2024-06-10 15:00:35 -- STEP: 19/330 -- GLOBAL_STEP: 88350 | > loss_disc: 2.127497673034668 (2.259213422474108) | > loss_disc_real_0: 0.14851251244544983 (0.15329134032914513) | > loss_disc_real_1: 0.2104218304157257 (0.20406578794906013) | > loss_disc_real_2: 0.21863654255867004 (0.21383054789743924) | > loss_disc_real_3: 0.20240874588489532 (0.23503300077036807) | > loss_disc_real_4: 0.20478640496730804 (0.21830658222499646) | > loss_disc_real_5: 0.19702409207820892 (0.2305916665416015) | > loss_0: 2.127497673034668 (2.259213422474108) | > grad_norm_0: tensor(4.9820, device='cuda:0') (tensor(13.0154, device='cuda:0')) | > loss_gen: 2.7776031494140625 (2.6987714516489127) | > loss_kl: 1.6397093534469604 (1.6629373274351422) | > loss_feat: 7.797215938568115 (6.656051911805806) | > loss_mel: 25.425981521606445 (24.90677713093005) | > loss_duration: 2.249600887298584 (2.34294645409835) | > loss_1: 39.89011001586914 (38.2674839622096) | > grad_norm_1: tensor(85.2138, device='cuda:0') (tensor(112.0885, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3389 (0.3386799285286351) | > loader_time: 0.0027 (0.0028818783007170026)  --> TIME: 2024-06-10 15:00:44 -- STEP: 44/330 -- GLOBAL_STEP: 88375 | > loss_disc: 2.056398630142212 (2.1679137240756643) | > loss_disc_real_0: 0.09821881353855133 (0.1482261586934328) | > loss_disc_real_1: 0.23012596368789673 (0.2095679468051954) | > loss_disc_real_2: 0.1125255674123764 (0.20713412524624306) | > loss_disc_real_3: 0.20371447503566742 (0.2173053425821391) | > loss_disc_real_4: 0.2055937945842743 (0.21011242676864972) | > loss_disc_real_5: 0.19642864167690277 (0.22102804143320431) | > loss_0: 2.056398630142212 (2.1679137240756643) | > grad_norm_0: tensor(14.1426, device='cuda:0') (tensor(10.7748, device='cuda:0')) | > loss_gen: 2.8044981956481934 (2.759441473267295) | > loss_kl: 1.5108928680419922 (1.6277149942788212) | > loss_feat: 7.8561859130859375 (7.015638730742714) | > loss_mel: 25.591005325317383 (24.89684911207719) | > loss_duration: 2.1467552185058594 (2.25830165906386) | > loss_1: 39.90933609008789 (38.55794559825552) | > grad_norm_1: tensor(102.1111, device='cuda:0') (tensor(116.8202, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3442 (0.3393204754049127) | > loader_time: 0.0029 (0.002968538891185414)  --> TIME: 2024-06-10 15:00:53 -- STEP: 69/330 -- GLOBAL_STEP: 88400 | > loss_disc: 2.142272710800171 (2.1124499466108237) | > loss_disc_real_0: 0.14233244955539703 (0.14073615359223407) | > loss_disc_real_1: 0.17664176225662231 (0.208203147502913) | > loss_disc_real_2: 0.22290368378162384 (0.20236455940681955) | > loss_disc_real_3: 0.26641449332237244 (0.21386216494484225) | > loss_disc_real_4: 0.25320789217948914 (0.2038734384636948) | > loss_disc_real_5: 0.26023146510124207 (0.2159710386093112) | > loss_0: 2.142272710800171 (2.1124499466108237) | > grad_norm_0: tensor(11.6721, device='cuda:0') (tensor(10.2104, device='cuda:0')) | > loss_gen: 3.0903453826904297 (2.818306905635889) | > loss_kl: 1.5385664701461792 (1.6243830314580945) | > loss_feat: 7.819667339324951 (7.220772204191788) | > loss_mel: 24.02059555053711 (24.840679997983187) | > loss_duration: 2.1335954666137695 (2.229988668275917) | > loss_1: 38.6027717590332 (38.73413063823314) | > grad_norm_1: tensor(102.1693, device='cuda:0') (tensor(108.9286, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3265 (0.3390624039415) | > loader_time: 0.0034 (0.0030417995176453523)  --> TIME: 2024-06-10 15:01:01 -- STEP: 94/330 -- GLOBAL_STEP: 88425 | > loss_disc: 1.9611279964447021 (2.080321682260391) | > loss_disc_real_0: 0.09933152794837952 (0.1362523125048648) | > loss_disc_real_1: 0.14532749354839325 (0.20577045728234536) | > loss_disc_real_2: 0.14308062195777893 (0.20070357034181027) | > loss_disc_real_3: 0.20582708716392517 (0.21010099747713576) | > loss_disc_real_4: 0.19637161493301392 (0.2016653584990096) | > loss_disc_real_5: 0.20115290582180023 (0.2103665339502882) | > loss_0: 1.9611279964447021 (2.080321682260391) | > grad_norm_0: tensor(12.7248, device='cuda:0') (tensor(10.6523, device='cuda:0')) | > loss_gen: 3.023838996887207 (2.843423100228006) | > loss_kl: 1.7596449851989746 (1.615698329945828) | > loss_feat: 8.338068962097168 (7.332204494070499) | > loss_mel: 24.982667922973633 (24.732326487277415) | > loss_duration: 2.1836884021759033 (2.2191854715347303) | > loss_1: 40.28791046142578 (38.74283778413814) | > grad_norm_1: tensor(79.5033, device='cuda:0') (tensor(106.0895, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3329 (0.3400396108627319) | > loader_time: 0.0033 (0.0031255255354211693)  --> TIME: 2024-06-10 15:01:10 -- STEP: 119/330 -- GLOBAL_STEP: 88450 | > loss_disc: 1.86920166015625 (2.062324018037618) | > loss_disc_real_0: 0.08156108856201172 (0.13470762999368321) | > loss_disc_real_1: 0.21501493453979492 (0.20297318052093521) | > loss_disc_real_2: 0.21860884130001068 (0.20105784430223353) | > loss_disc_real_3: 0.19007427990436554 (0.20893033700329916) | > loss_disc_real_4: 0.16698160767555237 (0.20012535029599648) | > loss_disc_real_5: 0.1868322193622589 (0.20920407834674126) | > loss_0: 1.86920166015625 (2.062324018037618) | > grad_norm_0: tensor(12.0554, device='cuda:0') (tensor(10.3050, device='cuda:0')) | > loss_gen: 3.0669727325439453 (2.8708649142449647) | > loss_kl: 1.5578125715255737 (1.6093010722088212) | > loss_feat: 7.718437671661377 (7.436102903189779) | > loss_mel: 22.659372329711914 (24.62376650641946) | > loss_duration: 2.150291919708252 (2.2127119593259668) | > loss_1: 37.15288543701172 (38.752747287269415) | > grad_norm_1: tensor(66.3358, device='cuda:0') (tensor(105.3082, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.357 (0.3422707249136532) | > loader_time: 0.0034 (0.003193612860030487)  --> TIME: 2024-06-10 15:01:20 -- STEP: 144/330 -- GLOBAL_STEP: 88475 | > loss_disc: 1.9822862148284912 (2.064883346358933) | > loss_disc_real_0: 0.089666947722435 (0.13525734738343298) | > loss_disc_real_1: 0.2166767567396164 (0.20508027444076207) | > loss_disc_real_2: 0.17411395907402039 (0.20105855022039676) | > loss_disc_real_3: 0.2427949607372284 (0.20933449671914175) | > loss_disc_real_4: 0.21801474690437317 (0.1984276077192691) | > loss_disc_real_5: 0.20444533228874207 (0.2072778035783105) | > loss_0: 1.9822862148284912 (2.064883346358933) | > grad_norm_0: tensor(10.8420, device='cuda:0') (tensor(10.3514, device='cuda:0')) | > loss_gen: 3.228346347808838 (2.881131541397837) | > loss_kl: 1.52842116355896 (1.5956167404850323) | > loss_feat: 7.711280345916748 (7.464434017737706) | > loss_mel: 23.956281661987305 (24.516400204764473) | > loss_duration: 2.1591646671295166 (2.2135836664173336) | > loss_1: 38.58349609375 (38.671166102091476) | > grad_norm_1: tensor(93.7059, device='cuda:0') (tensor(101.4490, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3987 (0.3458855499823888) | > loader_time: 0.0044 (0.0032909446292453343)  --> TIME: 2024-06-10 15:01:29 -- STEP: 169/330 -- GLOBAL_STEP: 88500 | > loss_disc: 2.0335068702697754 (2.068229197045049) | > loss_disc_real_0: 0.11337548494338989 (0.13458836528323814) | > loss_disc_real_1: 0.1742698699235916 (0.20484628069859284) | > loss_disc_real_2: 0.17925621569156647 (0.20177950617477033) | > loss_disc_real_3: 0.2023662030696869 (0.20897217482857441) | > loss_disc_real_4: 0.1653069108724594 (0.19798186156876693) | > loss_disc_real_5: 0.18383073806762695 (0.2070843005145089) | > loss_0: 2.0335068702697754 (2.068229197045049) | > grad_norm_0: tensor(12.3126, device='cuda:0') (tensor(10.9075, device='cuda:0')) | > loss_gen: 2.7761690616607666 (2.879537932266145) | > loss_kl: 1.5617051124572754 (1.5845253418183185) | > loss_feat: 7.758856296539307 (7.473444814512716) | > loss_mel: 24.32741355895996 (24.434616134011534) | > loss_duration: 2.237257480621338 (2.2149397748461856) | > loss_1: 38.66140365600586 (38.587063964302025) | > grad_norm_1: tensor(103.8445, device='cuda:0') (tensor(106.1418, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3525 (0.350557031010735) | > loader_time: 0.0046 (0.003437005556546726) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_88500.pth  --> TIME: 2024-06-10 15:01:43 -- STEP: 194/330 -- GLOBAL_STEP: 88525 | > loss_disc: 2.096156358718872 (2.068461869180815) | > loss_disc_real_0: 0.14316537976264954 (0.13439459779981483) | > loss_disc_real_1: 0.1620798110961914 (0.20440381438922636) | > loss_disc_real_2: 0.228699192404747 (0.20159626083890186) | > loss_disc_real_3: 0.2107473611831665 (0.2089633561440349) | > loss_disc_real_4: 0.20016618072986603 (0.19730290056196684) | > loss_disc_real_5: 0.2456987500190735 (0.20704066407741953) | > loss_0: 2.096156358718872 (2.068461869180815) | > grad_norm_0: tensor(27.9346, device='cuda:0') (tensor(11.1418, device='cuda:0')) | > loss_gen: 3.0202393531799316 (2.8838973795015788) | > loss_kl: 1.5802432298660278 (1.578912333729341) | > loss_feat: 7.337850570678711 (7.487601906982894) | > loss_mel: 24.674440383911133 (24.38718834119974) | > loss_duration: 2.224503517150879 (2.219225663499736) | > loss_1: 38.837276458740234 (38.556825598490605) | > grad_norm_1: tensor(189.6127, device='cuda:0') (tensor(106.7861, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3771 (0.355171112670112) | > loader_time: 0.0042 (0.0035745446214970867)  --> TIME: 2024-06-10 15:01:52 -- STEP: 219/330 -- GLOBAL_STEP: 88550 | > loss_disc: 2.4031498432159424 (2.072807531922918) | > loss_disc_real_0: 0.17340847849845886 (0.13518220723763993) | > loss_disc_real_1: 0.226693257689476 (0.20370912167443533) | > loss_disc_real_2: 0.23822110891342163 (0.20143807417453696) | > loss_disc_real_3: 0.2430734932422638 (0.20937892114190745) | > loss_disc_real_4: 0.31175628304481506 (0.1983537287132381) | > loss_disc_real_5: 0.24101106822490692 (0.2068114287504866) | > loss_0: 2.4031498432159424 (2.072807531922918) | > grad_norm_0: tensor(12.8697, device='cuda:0') (tensor(11.3791, device='cuda:0')) | > loss_gen: 3.2204787731170654 (2.8881231061944135) | > loss_kl: 1.6158188581466675 (1.5798353027535357) | > loss_feat: 7.785499095916748 (7.529006202471311) | > loss_mel: 23.55119514465332 (24.336708225616036) | > loss_duration: 2.2685341835021973 (2.2234803215009467) | > loss_1: 38.4415283203125 (38.55715315309288) | > grad_norm_1: tensor(61.3867, device='cuda:0') (tensor(107.5288, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.3965 (0.3582901889330721) | > loader_time: 0.0052 (0.003688789393803846)  --> TIME: 2024-06-10 15:02:02 -- STEP: 244/330 -- GLOBAL_STEP: 88575 | > loss_disc: 2.0359232425689697 (2.075495365701737) | > loss_disc_real_0: 0.13958348333835602 (0.13376338627250467) | > loss_disc_real_1: 0.22330762445926666 (0.20454506560793664) | > loss_disc_real_2: 0.24416276812553406 (0.20251287843604557) | > loss_disc_real_3: 0.18355807662010193 (0.21000039797337322) | > loss_disc_real_4: 0.14124161005020142 (0.19895711574764524) | > loss_disc_real_5: 0.15877611935138702 (0.20671552889904032) | > loss_0: 2.0359232425689697 (2.075495365701737) | > grad_norm_0: tensor(6.8561, device='cuda:0') (tensor(11.3537, device='cuda:0')) | > loss_gen: 2.744621753692627 (2.888062405781668) | > loss_kl: 1.428693175315857 (1.5750087128310908) | > loss_feat: 7.613127708435059 (7.533358372625758) | > loss_mel: 23.08669662475586 (24.24474579388978) | > loss_duration: 2.230307102203369 (2.229787278370782) | > loss_1: 37.10344696044922 (38.470962571316065) | > grad_norm_1: tensor(83.5089, device='cuda:0') (tensor(106.5501, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.4127 (0.362461060774131) | > loader_time: 0.005 (0.003817658932482611)  --> TIME: 2024-06-10 15:02:13 -- STEP: 269/330 -- GLOBAL_STEP: 88600 | > loss_disc: 2.16357421875 (2.0745977132293807) | > loss_disc_real_0: 0.20858833193778992 (0.1337049422598683) | > loss_disc_real_1: 0.1801222711801529 (0.20404092455109699) | > loss_disc_real_2: 0.20596756041049957 (0.20200723958059758) | > loss_disc_real_3: 0.22998404502868652 (0.20958625212256346) | > loss_disc_real_4: 0.2018013745546341 (0.1983792186614306) | > loss_disc_real_5: 0.19828936457633972 (0.20634667148820526) | > loss_0: 2.16357421875 (2.0745977132293807) | > grad_norm_0: tensor(14.7485, device='cuda:0') (tensor(11.4756, device='cuda:0')) | > loss_gen: 2.7625980377197266 (2.8880637861982152) | > loss_kl: 1.460556149482727 (1.5717460940761636) | > loss_feat: 7.515079021453857 (7.559559534916647) | > loss_mel: 23.11643409729004 (24.20690251460306) | > loss_duration: 2.31661319732666 (2.2360206058034247) | > loss_1: 37.17127990722656 (38.462292511667) | > grad_norm_1: tensor(121.3038, device='cuda:0') (tensor(110.7600, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.4161 (0.3672350179750237) | > loader_time: 0.0052 (0.003962828767343969)  --> TIME: 2024-06-10 15:02:24 -- STEP: 294/330 -- GLOBAL_STEP: 88625 | > loss_disc: 2.120339870452881 (2.081044473615632) | > loss_disc_real_0: 0.14454761147499084 (0.13434217221477404) | > loss_disc_real_1: 0.1520293951034546 (0.2043499474977555) | > loss_disc_real_2: 0.20824813842773438 (0.20281419102229228) | > loss_disc_real_3: 0.21166960895061493 (0.20929893324164298) | > loss_disc_real_4: 0.2290269434452057 (0.19849380387031304) | > loss_disc_real_5: 0.1773923933506012 (0.20610539118448884) | > loss_0: 2.120339870452881 (2.081044473615632) | > grad_norm_0: tensor(18.9345, device='cuda:0') (tensor(11.7894, device='cuda:0')) | > loss_gen: 2.7962777614593506 (2.8821595582832287) | > loss_kl: 1.5732277631759644 (1.5673537112417675) | > loss_feat: 8.279191970825195 (7.568021062280045) | > loss_mel: 25.002336502075195 (24.141661579106128) | > loss_duration: 2.3563637733459473 (2.2436117306858523) | > loss_1: 40.00739669799805 (38.402807624972596) | > grad_norm_1: tensor(283.1974, device='cuda:0') (tensor(112.7435, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.4518 (0.37289180317703546) | > loader_time: 0.0059 (0.004114650544666108)  --> TIME: 2024-06-10 15:02:37 -- STEP: 319/330 -- GLOBAL_STEP: 88650 | > loss_disc: 2.158806800842285 (2.0913246059118755) | > loss_disc_real_0: 0.18265192210674286 (0.13714591682330943) | > loss_disc_real_1: 0.1811228096485138 (0.2054020948124157) | > loss_disc_real_2: 0.2148684710264206 (0.2034144080171017) | > loss_disc_real_3: 0.20528234541416168 (0.21037267092440187) | > loss_disc_real_4: 0.21434126794338226 (0.20029853870595882) | > loss_disc_real_5: 0.20832636952400208 (0.20666554126433062) | > loss_0: 2.158806800842285 (2.0913246059118755) | > grad_norm_0: tensor(11.4993, device='cuda:0') (tensor(11.8689, device='cuda:0')) | > loss_gen: 2.63240909576416 (2.8813556025394447) | > loss_kl: 1.6519144773483276 (1.5689187442247394) | > loss_feat: 8.963908195495605 (7.615092406078566) | > loss_mel: 23.884151458740234 (24.100503981300275) | > loss_duration: 2.42120099067688 (2.255814594908569) | > loss_1: 39.55358123779297 (38.42168532942529) | > grad_norm_1: tensor(133.6383, device='cuda:0') (tensor(115.7708, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.5542 (0.3822547343083682) | > loader_time: 0.0076 (0.004324120787617556)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.286799430847168 (2.286799430847168) | > loss_disc_real_0: 0.13019436597824097 (0.13019436597824097) | > loss_disc_real_1: 0.3340558111667633 (0.3340558111667633) | > loss_disc_real_2: 0.20838624238967896 (0.20838624238967896) | > loss_disc_real_3: 0.20886047184467316 (0.20886047184467316) | > loss_disc_real_4: 0.242832213640213 (0.242832213640213) | > loss_disc_real_5: 0.20286570489406586 (0.20286570489406586) | > loss_0: 2.286799430847168 (2.286799430847168) | > loss_gen: 2.6480185985565186 (2.6480185985565186) | > loss_kl: 1.8226025104522705 (1.8226025104522705) | > loss_feat: 6.074588775634766 (6.074588775634766) | > loss_mel: 21.63471221923828 (21.63471221923828) | > loss_duration: 2.8226284980773926 (2.8226284980773926) | > loss_1: 35.00254821777344 (35.00254821777344)  --> STEP: 1 | > loss_disc: 2.6875152587890625 (2.6875152587890625) | > loss_disc_real_0: 0.16759371757507324 (0.16759371757507324) | > loss_disc_real_1: 0.1937803030014038 (0.1937803030014038) | > loss_disc_real_2: 0.2521543800830841 (0.2521543800830841) | > loss_disc_real_3: 0.4100840091705322 (0.4100840091705322) | > loss_disc_real_4: 0.3976823389530182 (0.3976823389530182) | > loss_disc_real_5: 0.5342777371406555 (0.5342777371406555) | > loss_0: 2.6875152587890625 (2.6875152587890625) | > loss_gen: 3.0954372882843018 (3.0954372882843018) | > loss_kl: 2.0718507766723633 (2.0718507766723633) | > loss_feat: 6.087843894958496 (6.087843894958496) | > loss_mel: 24.560466766357422 (24.560466766357422) | > loss_duration: 2.3550314903259277 (2.3550314903259277) | > loss_1: 38.17062759399414 (38.17062759399414)  --> STEP: 2 | > loss_disc: 2.332444667816162 (2.5099799633026123) | > loss_disc_real_0: 0.09870283305644989 (0.13314827531576157) | > loss_disc_real_1: 0.2349562644958496 (0.2143682837486267) | > loss_disc_real_2: 0.19010546803474426 (0.22112992405891418) | > loss_disc_real_3: 0.26917392015457153 (0.3396289646625519) | > loss_disc_real_4: 0.35138848423957825 (0.3745354115962982) | > loss_disc_real_5: 0.37255650758743286 (0.4534171223640442) | > loss_0: 2.332444667816162 (2.5099799633026123) | > loss_gen: 3.126894474029541 (3.1111658811569214) | > loss_kl: 1.9059559106826782 (1.9889033436775208) | > loss_feat: 6.570791244506836 (6.329317569732666) | > loss_mel: 26.028987884521484 (25.294727325439453) | > loss_duration: 2.373626232147217 (2.3643288612365723) | > loss_1: 40.00625991821289 (39.088443756103516)  --> STEP: 3 | > loss_disc: 2.309241771697998 (2.4430672327677407) | > loss_disc_real_0: 0.07555608451366425 (0.11395087838172913) | > loss_disc_real_1: 0.2083885371685028 (0.21237503488858542) | > loss_disc_real_2: 0.10935527831315994 (0.18387170881032944) | > loss_disc_real_3: 0.28914016485214233 (0.3227993647257487) | > loss_disc_real_4: 0.269957035779953 (0.3396759529908498) | > loss_disc_real_5: 0.37167924642562866 (0.4261711637179057) | > loss_0: 2.309241771697998 (2.4430672327677407) | > loss_gen: 2.7919583320617676 (3.00476336479187) | > loss_kl: 1.9792048931121826 (1.985670526822408) | > loss_feat: 8.100261688232422 (6.919632275899251) | > loss_mel: 24.048465728759766 (24.87930679321289) | > loss_duration: 2.1664860248565674 (2.298381249109904) | > loss_1: 39.08637619018555 (39.087754567464195)  --> STEP: 4 | > loss_disc: 1.9259872436523438 (2.3137972354888916) | > loss_disc_real_0: 0.08206116408109665 (0.105978449806571) | > loss_disc_real_1: 0.1192178949713707 (0.18908574990928173) | > loss_disc_real_2: 0.1491900384426117 (0.1752012912184) | > loss_disc_real_3: 0.21313157677650452 (0.29538241773843765) | > loss_disc_real_4: 0.23272575438022614 (0.3129384033381939) | > loss_disc_real_5: 0.2261975258588791 (0.37617775425314903) | > loss_0: 1.9259872436523438 (2.3137972354888916) | > loss_gen: 2.9038052558898926 (2.9795238375663757) | > loss_kl: 1.561106562614441 (1.8795295357704163) | > loss_feat: 9.239226341247559 (7.499530792236328) | > loss_mel: 28.7868595123291 (25.856194972991943) | > loss_duration: 2.1818060874938965 (2.269237458705902) | > loss_1: 44.67280197143555 (40.48401641845703)  --> STEP: 5 | > loss_disc: 2.383787155151367 (2.327795219421387) | > loss_disc_real_0: 0.13778971135616302 (0.11234070211648942) | > loss_disc_real_1: 0.28870442509651184 (0.20900948494672775) | > loss_disc_real_2: 0.197612926363945 (0.179683618247509) | > loss_disc_real_3: 0.2607678472995758 (0.2884595036506653) | > loss_disc_real_4: 0.3657975196838379 (0.3235102266073227) | > loss_disc_real_5: 0.2895471751689911 (0.35885163843631745) | > loss_0: 2.383787155151367 (2.327795219421387) | > loss_gen: 2.8172073364257812 (2.947060537338257) | > loss_kl: 2.015225410461426 (1.9066687107086182) | > loss_feat: 6.47675085067749 (7.2949748039245605) | > loss_mel: 23.53144073486328 (25.39124412536621) | > loss_duration: 2.330901622772217 (2.281570291519165) | > loss_1: 37.17152404785156 (39.82151794433594)  --> STEP: 6 | > loss_disc: 2.1658976078033447 (2.300812284151713) | > loss_disc_real_0: 0.12594710290431976 (0.11460843558112781) | > loss_disc_real_1: 0.26827380061149597 (0.2188868708908558) | > loss_disc_real_2: 0.21022677421569824 (0.1847741442422072) | > loss_disc_real_3: 0.2109018713235855 (0.275533231596152) | > loss_disc_real_4: 0.25016850233078003 (0.3112866058945656) | > loss_disc_real_5: 0.18655897676944733 (0.3301361948251724) | > loss_0: 2.1658976078033447 (2.300812284151713) | > loss_gen: 2.742272138595581 (2.912929137547811) | > loss_kl: 1.7978379726409912 (1.8885302543640137) | > loss_feat: 6.505026340484619 (7.16331672668457) | > loss_mel: 25.48328971862793 (25.406585057576496) | > loss_duration: 2.1256613731384277 (2.255585471789042) | > loss_1: 38.65408706665039 (39.626946131388344)  --> STEP: 7 | > loss_disc: 2.2396152019500732 (2.292069843837193) | > loss_disc_real_0: 0.1450105458498001 (0.11895159419093813) | > loss_disc_real_1: 0.2885337769985199 (0.22883642890623637) | > loss_disc_real_2: 0.19910192489624023 (0.1868209700499262) | > loss_disc_real_3: 0.2800077497959137 (0.27617244848183226) | > loss_disc_real_4: 0.29129019379615784 (0.30842997559479307) | > loss_disc_real_5: 0.3768669068813324 (0.3368120108331953) | > loss_0: 2.2396152019500732 (2.292069843837193) | > loss_gen: 3.2257816791534424 (2.9576223577771867) | > loss_kl: 1.2566008567810059 (1.7982546261378698) | > loss_feat: 6.368006706237793 (7.049701009477888) | > loss_mel: 25.265832901000977 (25.386477606637136) | > loss_duration: 2.3836214542388916 (2.273876326424735) | > loss_1: 38.49984359741211 (39.46593148367746)  --> STEP: 8 | > loss_disc: 2.4395291805267334 (2.3105022609233856) | > loss_disc_real_0: 0.11826786398887634 (0.11886612791568041) | > loss_disc_real_1: 0.2227897047996521 (0.22808058839291334) | > loss_disc_real_2: 0.18495088815689087 (0.1865872098132968) | > loss_disc_real_3: 0.39612340927124023 (0.29116631858050823) | > loss_disc_real_4: 0.3738187253475189 (0.3166035693138838) | > loss_disc_real_5: 0.3186489939689636 (0.3345416337251663) | > loss_0: 2.4395291805267334 (2.3105022609233856) | > loss_gen: 2.89597225189209 (2.9499160945415497) | > loss_kl: 1.7969826459884644 (1.798095628619194) | > loss_feat: 7.900354385375977 (7.156032681465149) | > loss_mel: 23.924419403076172 (25.203720331192017) | > loss_duration: 2.14821720123291 (2.258168935775757) | > loss_1: 38.66594696044922 (39.365933418273926)  --> STEP: 9 | > loss_disc: 2.660914659500122 (2.349436971876356) | > loss_disc_real_0: 0.11810030788183212 (0.11878103680080837) | > loss_disc_real_1: 0.18661564588546753 (0.2234733725587527) | > loss_disc_real_2: 0.20856530964374542 (0.18902922090556887) | > loss_disc_real_3: 0.27626335620880127 (0.2895104338725408) | > loss_disc_real_4: 0.26300227642059326 (0.3106478701035182) | > loss_disc_real_5: 0.31494563817977905 (0.33236430088679) | > loss_0: 2.660914659500122 (2.349436971876356) | > loss_gen: 2.360633611679077 (2.884440263112386) | > loss_kl: 2.0224618911743164 (1.8230252133475409) | > loss_feat: 7.9838714599609375 (7.248014767964681) | > loss_mel: 24.80988311767578 (25.159960640801323) | > loss_duration: 2.126699686050415 (2.2435612413618298) | > loss_1: 39.303550720214844 (39.35900200737847)  --> STEP: 10 | > loss_disc: 2.8556556701660156 (2.4000588417053224) | > loss_disc_real_0: 0.2693195044994354 (0.13383488357067108) | > loss_disc_real_1: 0.3170357346534729 (0.23282960876822473) | > loss_disc_real_2: 0.3123093247413635 (0.20135723128914834) | > loss_disc_real_3: 0.31678682565689087 (0.2922380730509758) | > loss_disc_real_4: 0.3425716459751129 (0.31384024769067764) | > loss_disc_real_5: 0.3299558460712433 (0.3321234554052353) | > loss_0: 2.8556556701660156 (2.4000588417053224) | > loss_gen: 2.7745723724365234 (2.8734534740448) | > loss_kl: 1.5584988594055176 (1.7965725779533386) | > loss_feat: 4.1042351722717285 (6.933636808395386) | > loss_mel: 17.856361389160156 (24.429600715637207) | > loss_duration: 2.2498507499694824 (2.2441901922225953) | > loss_1: 28.543519973754883 (38.27745380401611)  --> STEP: 11 | > loss_disc: 2.3668408393859863 (2.3970390233126553) | > loss_disc_real_0: 0.06512236595153809 (0.12758829105984082) | > loss_disc_real_1: 0.28019559383392334 (0.23713560741056094) | > loss_disc_real_2: 0.1865462213754654 (0.2000107758424499) | > loss_disc_real_3: 0.23237691819667816 (0.28679614988240326) | > loss_disc_real_4: 0.25867047905921936 (0.30882481417872687) | > loss_disc_real_5: 0.3052596151828766 (0.3296812881122936) | > loss_0: 2.3668408393859863 (2.3970390233126553) | > loss_gen: 2.398203134536743 (2.8302488977258857) | > loss_kl: 1.3168703317642212 (1.752963282845237) | > loss_feat: 6.410745143890381 (6.886101202531294) | > loss_mel: 20.832807540893555 (24.10261951793324) | > loss_duration: 2.410088062286377 (2.259271816773848) | > loss_1: 33.36871337890625 (37.83120467446067)  --> STEP: 12 | > loss_disc: 2.2867610454559326 (2.387849191824595) | > loss_disc_real_0: 0.06941969692707062 (0.1227409082154433) | > loss_disc_real_1: 0.2796480655670166 (0.24067831225693226) | > loss_disc_real_2: 0.2124900072813034 (0.20105071179568768) | > loss_disc_real_3: 0.230379119515419 (0.28209473068515456) | > loss_disc_real_4: 0.31534069776535034 (0.3093678044776122) | > loss_disc_real_5: 0.38078102469444275 (0.33393959949413937) | > loss_0: 2.2867610454559326 (2.387849191824595) | > loss_gen: 2.978764772415161 (2.8426252206166587) | > loss_kl: 1.7337594032287598 (1.751362959543864) | > loss_feat: 6.078693389892578 (6.818817218144734) | > loss_mel: 22.066328048706055 (23.932928562164307) | > loss_duration: 2.2362217903137207 (2.257350981235504) | > loss_1: 35.09376525878906 (37.6030847231547)  --> STEP: 13 | > loss_disc: 2.8534650802612305 (2.4236657986274133) | > loss_disc_real_0: 0.13972747325897217 (0.12404756706494552) | > loss_disc_real_1: 0.3423077166080475 (0.24849595874547958) | > loss_disc_real_2: 0.16755980253219604 (0.19847448800618833) | > loss_disc_real_3: 0.2894420623779297 (0.2826599100461373) | > loss_disc_real_4: 0.450304239988327 (0.3202090687476672) | > loss_disc_real_5: 0.5834683775901794 (0.35313412088614243) | > loss_0: 2.8534650802612305 (2.4236657986274133) | > loss_gen: 2.786477565765381 (2.8383061702434835) | > loss_kl: 1.6727509498596191 (1.7453158818758452) | > loss_feat: 4.3200201988220215 (6.626602062812219) | > loss_mel: 20.930421829223633 (23.701966505784256) | > loss_duration: 2.1348578929901123 (2.2479284359858585) | > loss_1: 31.844528198242188 (37.16011883662297)  --> STEP: 14 | > loss_disc: 2.2596817016601562 (2.411952648844038) | > loss_disc_real_0: 0.1218879371881485 (0.12389330778803144) | > loss_disc_real_1: 0.21740630269050598 (0.24627526902726718) | > loss_disc_real_2: 0.16300448775291443 (0.1959409165595259) | > loss_disc_real_3: 0.1729099005460739 (0.2748206236532756) | > loss_disc_real_4: 0.20771612226963043 (0.31217385828495026) | > loss_disc_real_5: 0.2005550116300583 (0.3422356130821364) | > loss_0: 2.2596817016601562 (2.411952648844038) | > loss_gen: 2.504513740539551 (2.8144638538360596) | > loss_kl: 2.0919599533081055 (1.7700761726924352) | > loss_feat: 8.266440391540527 (6.743733372007098) | > loss_mel: 24.974685668945312 (23.792875017438615) | > loss_duration: 2.408550262451172 (2.2594014235905235) | > loss_1: 40.24614715576172 (37.38054943084717)  --> STEP: 15 | > loss_disc: 2.3337974548339844 (2.406742302576701) | > loss_disc_real_0: 0.1262192726135254 (0.12404837210973103) | > loss_disc_real_1: 0.18190915882587433 (0.241984195013841) | > loss_disc_real_2: 0.21283791959285736 (0.19706738342841465) | > loss_disc_real_3: 0.2350538820028305 (0.2721695075432459) | > loss_disc_real_4: 0.2909051775932312 (0.3107559462388357) | > loss_disc_real_5: 0.2990885078907013 (0.3393591394027074) | > loss_0: 2.3337974548339844 (2.406742302576701) | > loss_gen: 2.5970828533172607 (2.7999717871348064) | > loss_kl: 1.979682445526123 (1.784049924214681) | > loss_feat: 9.173906326293945 (6.905744902292887) | > loss_mel: 24.928369522094727 (23.86857465108236) | > loss_duration: 2.326849937438965 (2.26389799118042) | > loss_1: 41.00589370727539 (37.62223904927571)  --> STEP: 16 | > loss_disc: 2.8412704467773438 (2.433900311589241) | > loss_disc_real_0: 0.23924176394939423 (0.13124795909971) | > loss_disc_real_1: 0.29251325130462646 (0.24514226103201509) | > loss_disc_real_2: 0.22946026921272278 (0.19909193878993392) | > loss_disc_real_3: 0.35107553005218506 (0.27710113395005465) | > loss_disc_real_4: 0.3580239713191986 (0.31371019780635834) | > loss_disc_real_5: 0.41654473543167114 (0.34418323915451765) | > loss_0: 2.8412704467773438 (2.433900311589241) | > loss_gen: 2.650822877883911 (2.7906499803066254) | > loss_kl: 2.307182550430298 (1.816745713353157) | > loss_feat: 6.88870096206665 (6.904679656028748) | > loss_mel: 18.60664176940918 (23.539703845977783) | > loss_duration: 2.270456552505493 (2.264307901263237) | > loss_1: 32.72380447387695 (37.31608688831329)  --> STEP: 17 | > loss_disc: 2.7282252311706543 (2.4512135421528534) | > loss_disc_real_0: 0.24332550168037415 (0.137840755722102) | > loss_disc_real_1: 0.37058475613594055 (0.252521231332246) | > loss_disc_real_2: 0.3354874551296234 (0.20711520445697448) | > loss_disc_real_3: 0.330100417137146 (0.280218738843413) | > loss_disc_real_4: 0.33334773778915405 (0.314865347217111) | > loss_disc_real_5: 0.4293343722820282 (0.34919212933848887) | > loss_0: 2.7282252311706543 (2.4512135421528534) | > loss_gen: 3.091672897338867 (2.8083572107202865) | > loss_kl: 1.7068935632705688 (1.8102838221718283) | > loss_feat: 5.077570915222168 (6.79720267127542) | > loss_mel: 23.944238662719727 (23.563500011668484) | > loss_duration: 2.365835189819336 (2.2702800947077133) | > loss_1: 36.18621063232422 (37.24962357913746)  --> STEP: 18 | > loss_disc: 2.5001449584960938 (2.4539319541719227) | > loss_disc_real_0: 0.11236262321472168 (0.13642530391613641) | > loss_disc_real_1: 0.2461773008108139 (0.25216879074772197) | > loss_disc_real_2: 0.3240969777107239 (0.21361419185996056) | > loss_disc_real_3: 0.2901943624019623 (0.28077294015222126) | > loss_disc_real_4: 0.3475712835788727 (0.3166823436816533) | > loss_disc_real_5: 0.3004269599914551 (0.34648295326365364) | > loss_0: 2.5001449584960938 (2.4539319541719227) | > loss_gen: 2.645718574523926 (2.7993217309316) | > loss_kl: 1.6628668308258057 (1.8020939893192716) | > loss_feat: 7.461730480194092 (6.834120882882012) | > loss_mel: 25.493907928466797 (23.67074489593506) | > loss_duration: 2.252765417098999 (2.2693070570627847) | > loss_1: 39.516990661621094 (37.37558841705322)  --> STEP: 19 | > loss_disc: 1.84330415725708 (2.4217936490711414) | > loss_disc_real_0: 0.15211330354213715 (0.13725098810697856) | > loss_disc_real_1: 0.21453286707401276 (0.250187952659632) | > loss_disc_real_2: 0.21505038440227509 (0.213689780941135) | > loss_disc_real_3: 0.18964101374149323 (0.27597652297270925) | > loss_disc_real_4: 0.19837124645709991 (0.3104554438277295) | > loss_disc_real_5: 0.19617828726768494 (0.338572181369129) | > loss_0: 1.84330415725708 (2.4217936490711414) | > loss_gen: 3.150602340698242 (2.8178101840772127) | > loss_kl: 1.3285822868347168 (1.7771723207674528) | > loss_feat: 7.9898247718811035 (6.894947403355649) | > loss_mel: 22.742406845092773 (23.621884998522308) | > loss_duration: 2.3610434532165527 (2.274135288439299) | > loss_1: 37.57246017456055 (37.38595008850098)  --> STEP: 20 | > loss_disc: 2.4522461891174316 (2.423316276073456) | > loss_disc_real_0: 0.15167084336280823 (0.13797198086977006) | > loss_disc_real_1: 0.20076949894428253 (0.24771702997386455) | > loss_disc_real_2: 0.3554801642894745 (0.22077930010855198) | > loss_disc_real_3: 0.34540385007858276 (0.2794478893280029) | > loss_disc_real_4: 0.2443196326494217 (0.3071486532688141) | > loss_disc_real_5: 0.3617478609085083 (0.3397309653460979) | > loss_0: 2.4522461891174316 (2.423316276073456) | > loss_gen: 2.792090892791748 (2.8165242195129396) | > loss_kl: 2.2830240726470947 (1.802464908361435) | > loss_feat: 5.632641315460205 (6.831832098960876) | > loss_mel: 27.83709144592285 (23.832645320892333) | > loss_duration: 2.4095330238342285 (2.2809051752090452) | > loss_1: 40.954383850097656 (37.56437177658081)  --> STEP: 21 | > loss_disc: 2.858895778656006 (2.4440581571488154) | > loss_disc_real_0: 0.16590844094753265 (0.13930228849252066) | > loss_disc_real_1: 0.3817155659198761 (0.25409791263796033) | > loss_disc_real_2: 0.15309983491897583 (0.21755646843285786) | > loss_disc_real_3: 0.3358883857727051 (0.2821355320158459) | > loss_disc_real_4: 0.35190311074256897 (0.3092798179104215) | > loss_disc_real_5: 0.47438326478004456 (0.3461429796048573) | > loss_0: 2.858895778656006 (2.4440581571488154) | > loss_gen: 2.682938575744629 (2.810162998381115) | > loss_kl: 1.235133409500122 (1.7754491227013725) | > loss_feat: 5.952947616577148 (6.789980456942604) | > loss_mel: 24.68375587463379 (23.87317439488002) | > loss_duration: 2.2405056953430176 (2.27898139045352) | > loss_1: 36.79528045654297 (37.52774838038853)  --> STEP: 22 | > loss_disc: 2.5854713916778564 (2.45048603144559) | > loss_disc_real_0: 0.15828946232795715 (0.14016534184867685) | > loss_disc_real_1: 0.19844414293766022 (0.25156819583340123) | > loss_disc_real_2: 0.38507896661758423 (0.22517112744125453) | > loss_disc_real_3: 0.20339952409267426 (0.27855662256479263) | > loss_disc_real_4: 0.21556062996387482 (0.30501985482194205) | > loss_disc_real_5: 0.2740328907966614 (0.34286524829539383) | > loss_0: 2.5854713916778564 (2.45048603144559) | > loss_gen: 2.6134796142578125 (2.8012228445573286) | > loss_kl: 1.4009201526641846 (1.758425078608773) | > loss_feat: 6.021602630615234 (6.755054192109541) | > loss_mel: 27.046899795532227 (24.017434640364215) | > loss_duration: 2.2341253757476807 (2.276942480694164) | > loss_1: 39.3170280456543 (37.609079274264246)  --> STEP: 23 | > loss_disc: 2.4460506439208984 (2.450293188509734) | > loss_disc_real_0: 0.15291139483451843 (0.14071951806545258) | > loss_disc_real_1: 0.3384830355644226 (0.25534710190866305) | > loss_disc_real_2: 0.1999199092388153 (0.22407324838897455) | > loss_disc_real_3: 0.27305659651756287 (0.2783174909975218) | > loss_disc_real_4: 0.3204153776168823 (0.30568922537824383) | > loss_disc_real_5: 0.3422671854496002 (0.342839245562968) | > loss_0: 2.4460506439208984 (2.450293188509734) | > loss_gen: 2.8480803966522217 (2.8032601294310195) | > loss_kl: 1.7346947193145752 (1.7573933238568513) | > loss_feat: 7.258663177490234 (6.776950234952181) | > loss_mel: 24.03559684753418 (24.018224301545516) | > loss_duration: 2.3523337841033936 (2.280220363451087) | > loss_1: 38.229366302490234 (37.63604827549147)  --> STEP: 24 | > loss_disc: 3.084561824798584 (2.4767210483551025) | > loss_disc_real_0: 0.2528752088546753 (0.14539267184833685) | > loss_disc_real_1: 0.3415868878364563 (0.2589404263223211) | > loss_disc_real_2: 0.3747345805168152 (0.23035080389430126) | > loss_disc_real_3: 0.3813801407814026 (0.2826117680718501) | > loss_disc_real_4: 0.4375602602958679 (0.31118385183314484) | > loss_disc_real_5: 0.43338608741760254 (0.3466120306402445) | > loss_0: 3.084561824798584 (2.4767210483551025) | > loss_gen: 2.627501964569092 (2.795936872561773) | > loss_kl: 1.6216914653778076 (1.751739079753558) | > loss_feat: 3.685642719268799 (6.648145755132039) | > loss_mel: 21.071550369262695 (23.895446221033733) | > loss_duration: 2.470421314239502 (2.2881454030672708) | > loss_1: 31.476806640625 (37.37941320737203)  --> STEP: 25 | > loss_disc: 2.421638011932373 (2.4745177268981933) | > loss_disc_real_0: 0.20351867377758026 (0.1477177119255066) | > loss_disc_real_1: 0.26727190613746643 (0.2592736855149269) | > loss_disc_real_2: 0.2570534944534302 (0.2314189115166664) | > loss_disc_real_3: 0.2788693904876709 (0.28246207296848297) | > loss_disc_real_4: 0.3203338086605072 (0.3115498501062393) | > loss_disc_real_5: 0.3207741677761078 (0.345578516125679) | > loss_0: 2.421638011932373 (2.4745177268981933) | > loss_gen: 3.0760140419006348 (2.807139959335327) | > loss_kl: 1.7759311199188232 (1.7527067613601686) | > loss_feat: 6.667220592498779 (6.648908748626709) | > loss_mel: 27.66385841369629 (24.046182708740233) | > loss_duration: 2.460005760192871 (2.295019817352295) | > loss_1: 41.64303207397461 (37.54995796203613)  --> STEP: 26 | > loss_disc: 3.0062215328216553 (2.494967873279865) | > loss_disc_real_0: 0.1411953568458557 (0.1474668521147508) | > loss_disc_real_1: 0.20664939284324646 (0.2572496742583238) | > loss_disc_real_2: 0.18888360261917114 (0.22978293809753197) | > loss_disc_real_3: 0.28450343012809753 (0.28254058670539123) | > loss_disc_real_4: 0.2640157639980316 (0.3097216160251544) | > loss_disc_real_5: 0.2944965660572052 (0.34361382573843) | > loss_0: 3.0062215328216553 (2.494967873279865) | > loss_gen: 1.7808232307434082 (2.7676662390048685) | > loss_kl: 1.9985970258712769 (1.7621640792259803) | > loss_feat: 9.942527770996094 (6.775586403333223) | > loss_mel: 20.621694564819336 (23.91447162628174) | > loss_duration: 2.4157559871673584 (2.299663516191336) | > loss_1: 36.7593994140625 (37.51955186403715) --> EVAL PERFORMANCE | > avg_loader_time: 0.002152837239778959 (-0.0007316607695359448) | > avg_loss_disc: 2.494967873279865 (+0.050034284591674805) | > avg_loss_disc_real_0: 0.1474668521147508 (-0.03294959062567124) | > avg_loss_disc_real_1: 0.2572496742583238 (-0.059857801462595395) | > avg_loss_disc_real_2: 0.22978293809753197 (-0.12111550884751171) | > avg_loss_disc_real_3: 0.28254058670539123 (-0.10403357503505856) | > avg_loss_disc_real_4: 0.3097216160251544 (+0.04904620464031517) | > avg_loss_disc_real_5: 0.34361382573843 (+0.040519849612162706) | > avg_loss_0: 2.494967873279865 (+0.050034284591674805) | > avg_loss_gen: 2.7676662390048685 (-0.5480295236294088) | > avg_loss_kl: 1.7621640792259803 (-0.15828753434694742) | > avg_loss_feat: 6.775586403333223 (-0.059407133322496364) | > avg_loss_mel: 23.91447162628174 (-1.516214224008415) | > avg_loss_duration: 2.299663516191336 (+0.005833020577064474) | > avg_loss_1: 37.51955186403715 (-2.276105073782105) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_88661.pth  > EPOCH: 2/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:03:10)   --> TIME: 2024-06-10 15:03:16 -- STEP: 14/330 -- GLOBAL_STEP: 88675 | > loss_disc: 2.2423768043518066 (2.2550480706351146) | > loss_disc_real_0: 0.10833842307329178 (0.14348886162042618) | > loss_disc_real_1: 0.14397521317005157 (0.21323141774960927) | > loss_disc_real_2: 0.15414780378341675 (0.20879855858428137) | > loss_disc_real_3: 0.1931985765695572 (0.21199881817613328) | > loss_disc_real_4: 0.20384135842323303 (0.21359110517161234) | > loss_disc_real_5: 0.23570451140403748 (0.2556934069309916) | > loss_0: 2.2423768043518066 (2.2550480706351146) | > grad_norm_0: tensor(12.9116, device='cuda:0') (tensor(8.7001, device='cuda:0')) | > loss_gen: 2.5093507766723633 (2.665374296052115) | > loss_kl: 1.801161527633667 (1.6382020456450326) | > loss_feat: 6.97022008895874 (6.627141373498099) | > loss_mel: 23.3896427154541 (23.722132001604354) | > loss_duration: 2.2247533798217773 (2.363528234618051) | > loss_1: 36.8951301574707 (37.01637758527483) | > grad_norm_1: tensor(122.7067, device='cuda:0') (tensor(77.0985, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.346 (0.3456452063151768) | > loader_time: 0.0037 (0.0031421525137765066)  --> TIME: 2024-06-10 15:03:25 -- STEP: 39/330 -- GLOBAL_STEP: 88700 | > loss_disc: 2.2665228843688965 (2.223349650700887) | > loss_disc_real_0: 0.13717851042747498 (0.14504395998441255) | > loss_disc_real_1: 0.23581726849079132 (0.2092950145403544) | > loss_disc_real_2: 0.17464503645896912 (0.20772279340487265) | > loss_disc_real_3: 0.23733989894390106 (0.21931639504738337) | > loss_disc_real_4: 0.24493560194969177 (0.21389662951995164) | > loss_disc_real_5: 0.22262658178806305 (0.22348173268330404) | > loss_0: 2.2665228843688965 (2.223349650700887) | > grad_norm_0: tensor(14.3163, device='cuda:0') (tensor(10.0036, device='cuda:0')) | > loss_gen: 2.719076156616211 (2.695717793244582) | > loss_kl: 1.442269206047058 (1.621466175103799) | > loss_feat: 7.159111499786377 (6.744644336211375) | > loss_mel: 23.95870018005371 (23.725525342501125) | > loss_duration: 2.1999173164367676 (2.2632329402825775) | > loss_1: 37.47907638549805 (37.05058650481395) | > grad_norm_1: tensor(107.8193, device='cuda:0') (tensor(102.6772, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3572 (0.3536054476713523) | > loader_time: 0.003 (0.003271946540245643)  --> TIME: 2024-06-10 15:03:34 -- STEP: 64/330 -- GLOBAL_STEP: 88725 | > loss_disc: 2.1574740409851074 (2.1946412101387978) | > loss_disc_real_0: 0.17262092232704163 (0.14413977897493171) | > loss_disc_real_1: 0.22908978164196014 (0.20890007843263447) | > loss_disc_real_2: 0.2117210328578949 (0.20826524519361558) | > loss_disc_real_3: 0.2203567922115326 (0.21603054972365496) | > loss_disc_real_4: 0.20456738770008087 (0.20686032646335661) | > loss_disc_real_5: 0.2449987828731537 (0.21757118380628526) | > loss_0: 2.1574740409851074 (2.1946412101387978) | > grad_norm_0: tensor(24.1810, device='cuda:0') (tensor(11.6506, device='cuda:0')) | > loss_gen: 2.6526525020599365 (2.709073945879936) | > loss_kl: 1.6513210535049438 (1.5969470534473658) | > loss_feat: 7.142941951751709 (6.890426799654961) | > loss_mel: 23.994062423706055 (23.650558352470398) | > loss_duration: 2.16352915763855 (2.223312813788653) | > loss_1: 37.60450744628906 (37.07031893730164) | > grad_norm_1: tensor(50.8740, device='cuda:0') (tensor(114.6879, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.367 (0.3536885380744934) | > loader_time: 0.0034 (0.0033988207578659058)  --> TIME: 2024-06-10 15:03:43 -- STEP: 89/330 -- GLOBAL_STEP: 88750 | > loss_disc: 2.235706329345703 (2.1424294134204316) | > loss_disc_real_0: 0.1842406839132309 (0.1344359784146373) | > loss_disc_real_1: 0.1956307739019394 (0.20651851560962334) | > loss_disc_real_2: 0.17980411648750305 (0.2054972986826736) | > loss_disc_real_3: 0.16161005198955536 (0.21184357347783078) | > loss_disc_real_4: 0.20648348331451416 (0.1995376032055094) | > loss_disc_real_5: 0.1933211237192154 (0.21375634027331064) | > loss_0: 2.235706329345703 (2.1424294134204316) | > grad_norm_0: tensor(30.8776, device='cuda:0') (tensor(11.9732, device='cuda:0')) | > loss_gen: 2.659024238586426 (2.80130678884099) | > loss_kl: 1.4161970615386963 (1.5646673481116133) | > loss_feat: 7.0674004554748535 (7.175820666752505) | > loss_mel: 23.079843521118164 (23.597291410639045) | > loss_duration: 2.195460557937622 (2.207372705588181) | > loss_1: 36.41792678833008 (37.346458992261574) | > grad_norm_1: tensor(213.5860, device='cuda:0') (tensor(134.7807, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3479 (0.35583887743146236) | > loader_time: 0.0035 (0.003500879480597678)  --> TIME: 2024-06-10 15:03:52 -- STEP: 114/330 -- GLOBAL_STEP: 88775 | > loss_disc: 2.2140088081359863 (2.1481878882960284) | > loss_disc_real_0: 0.11419561505317688 (0.13642349211793195) | > loss_disc_real_1: 0.23324334621429443 (0.20580410669770158) | > loss_disc_real_2: 0.21756146848201752 (0.2065286947446957) | > loss_disc_real_3: 0.2396818995475769 (0.2110004817184649) | > loss_disc_real_4: 0.2269347906112671 (0.20154296083931336) | > loss_disc_real_5: 0.22559665143489838 (0.21143646302976107) | > loss_0: 2.2140088081359863 (2.1481878882960284) | > grad_norm_0: tensor(34.0993, device='cuda:0') (tensor(14.8972, device='cuda:0')) | > loss_gen: 2.559959650039673 (2.8113280953022466) | > loss_kl: 1.4583015441894531 (1.5589757457114102) | > loss_feat: 6.546880722045898 (7.216861390230949) | > loss_mel: 25.256101608276367 (23.588802538420026) | > loss_duration: 2.159924030303955 (2.2001342940748785) | > loss_1: 37.98116683959961 (37.376102213273974) | > grad_norm_1: tensor(327.9700, device='cuda:0') (tensor(162.1269, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3435 (0.3540688899525425) | > loader_time: 0.0035 (0.0035164356231689453)  --> TIME: 2024-06-10 15:04:01 -- STEP: 139/330 -- GLOBAL_STEP: 88800 | > loss_disc: 2.287186622619629 (2.147667437148611) | > loss_disc_real_0: 0.19550102949142456 (0.1361420240333612) | > loss_disc_real_1: 0.19727756083011627 (0.20668669731068096) | > loss_disc_real_2: 0.22164106369018555 (0.20559691996883142) | > loss_disc_real_3: 0.21559587121009827 (0.21015055938590343) | > loss_disc_real_4: 0.23586851358413696 (0.20299770795612884) | > loss_disc_real_5: 0.2620184123516083 (0.2108088689956734) | > loss_0: 2.287186622619629 (2.147667437148611) | > grad_norm_0: tensor(16.3347, device='cuda:0') (tensor(14.5635, device='cuda:0')) | > loss_gen: 2.7653164863586426 (2.803723218629685) | > loss_kl: 1.453442096710205 (1.5434038956388294) | > loss_feat: 7.179712772369385 (7.205355482993367) | > loss_mel: 24.06407356262207 (23.56671327824215) | > loss_duration: 2.2511112689971924 (2.2000891527683617) | > loss_1: 37.713653564453125 (37.319285166349346) | > grad_norm_1: tensor(171.5780, device='cuda:0') (tensor(164.4473, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3541 (0.35446246407872484) | > loader_time: 0.0038 (0.003568177600558713)  --> TIME: 2024-06-10 15:04:10 -- STEP: 164/330 -- GLOBAL_STEP: 88825 | > loss_disc: 2.2096750736236572 (2.146286851022303) | > loss_disc_real_0: 0.12434224039316177 (0.1355888028061244) | > loss_disc_real_1: 0.1914513260126114 (0.2059837536114018) | > loss_disc_real_2: 0.19894787669181824 (0.20461083794148957) | > loss_disc_real_3: 0.20211158692836761 (0.21062380293520486) | > loss_disc_real_4: 0.18114036321640015 (0.20369769387492315) | > loss_disc_real_5: 0.175991028547287 (0.2099765225699762) | > loss_0: 2.2096750736236572 (2.146286851022303) | > grad_norm_0: tensor(11.3373, device='cuda:0') (tensor(13.9621, device='cuda:0')) | > loss_gen: 2.5489354133605957 (2.79521903177587) | > loss_kl: 1.632723093032837 (1.533258627100689) | > loss_feat: 6.911403656005859 (7.210973466314921) | > loss_mel: 22.213003158569336 (23.525130748748786) | > loss_duration: 2.2697792053222656 (2.1994064711942904) | > loss_1: 35.575843811035156 (37.2639884716127) | > grad_norm_1: tensor(117.2874, device='cuda:0') (tensor(162.2634, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3746 (0.35544533118969046) | > loader_time: 0.004 (0.0036581681995857054)  --> TIME: 2024-06-10 15:04:20 -- STEP: 189/330 -- GLOBAL_STEP: 88850 | > loss_disc: 2.0768890380859375 (2.1412278899440085) | > loss_disc_real_0: 0.1532517373561859 (0.13482381801598917) | > loss_disc_real_1: 0.22546418011188507 (0.20626003291241077) | > loss_disc_real_2: 0.21541450917720795 (0.2056152344380737) | > loss_disc_real_3: 0.165122851729393 (0.20916323915675836) | > loss_disc_real_4: 0.19122329354286194 (0.2019324141835409) | > loss_disc_real_5: 0.19882790744304657 (0.20897187079702104) | > loss_0: 2.0768890380859375 (2.1412278899440085) | > grad_norm_0: tensor(5.6732, device='cuda:0') (tensor(13.5708, device='cuda:0')) | > loss_gen: 3.011904239654541 (2.7973734562989896) | > loss_kl: 1.4405653476715088 (1.526697311451826) | > loss_feat: 7.7286505699157715 (7.237230005718413) | > loss_mel: 23.579025268554688 (23.502997958470914) | > loss_duration: 2.2430572509765625 (2.2034818962137535) | > loss_1: 38.003204345703125 (37.26778070762675) | > grad_norm_1: tensor(121.8864, device='cuda:0') (tensor(151.9659, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3861 (0.35845664190867577) | > loader_time: 0.0047 (0.003804021411471897)  --> TIME: 2024-06-10 15:04:30 -- STEP: 214/330 -- GLOBAL_STEP: 88875 | > loss_disc: 2.2777419090270996 (2.1400541384643508) | > loss_disc_real_0: 0.14457358419895172 (0.135627791947015) | > loss_disc_real_1: 0.16022814810276031 (0.20570249019939207) | > loss_disc_real_2: 0.2716065049171448 (0.20625158134743432) | > loss_disc_real_3: 0.2770555317401886 (0.20984253301241687) | > loss_disc_real_4: 0.24071331322193146 (0.20269301888820163) | > loss_disc_real_5: 0.24470959603786469 (0.20855821550728004) | > loss_0: 2.2777419090270996 (2.1400541384643508) | > grad_norm_0: tensor(9.2746, device='cuda:0') (tensor(13.3171, device='cuda:0')) | > loss_gen: 2.690648078918457 (2.8030774816174375) | > loss_kl: 1.5214492082595825 (1.5218925866011148) | > loss_feat: 6.058476448059082 (7.272840905412335) | > loss_mel: 23.424999237060547 (23.490052160815665) | > loss_duration: 2.2957968711853027 (2.207933380224996) | > loss_1: 35.99136734008789 (37.295796563692186) | > grad_norm_1: tensor(113.8165, device='cuda:0') (tensor(149.3309, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.3848 (0.36179170764495266) | > loader_time: 0.0051 (0.0039242428039836)  --> TIME: 2024-06-10 15:04:40 -- STEP: 239/330 -- GLOBAL_STEP: 88900 | > loss_disc: 2.184211492538452 (2.1466021866977982) | > loss_disc_real_0: 0.15239569544792175 (0.1362356126433137) | > loss_disc_real_1: 0.2705995738506317 (0.20699951339466302) | > loss_disc_real_2: 0.19895292818546295 (0.207330115669442) | > loss_disc_real_3: 0.28459301590919495 (0.2100142949420538) | > loss_disc_real_4: 0.2134401649236679 (0.20312780484744192) | > loss_disc_real_5: 0.2324485033750534 (0.20879336324945155) | > loss_0: 2.184211492538452 (2.1466021866977982) | > grad_norm_0: tensor(7.9879, device='cuda:0') (tensor(13.1820, device='cuda:0')) | > loss_gen: 3.01777982711792 (2.800779461361873) | > loss_kl: 1.2696424722671509 (1.5161390848239595) | > loss_feat: 7.4451751708984375 (7.264750514569143) | > loss_mel: 23.583045959472656 (23.48492224944686) | > loss_duration: 2.2333414554595947 (2.2144011533409995) | > loss_1: 37.54898452758789 (37.28099246803189) | > grad_norm_1: tensor(110.0163, device='cuda:0') (tensor(143.9105, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.4128 (0.36601406460526587) | > loader_time: 0.0051 (0.004064446213853907)  --> TIME: 2024-06-10 15:04:51 -- STEP: 264/330 -- GLOBAL_STEP: 88925 | > loss_disc: 2.127631664276123 (2.1464868589784176) | > loss_disc_real_0: 0.17218449711799622 (0.13654707078680847) | > loss_disc_real_1: 0.24510791897773743 (0.20750004750196682) | > loss_disc_real_2: 0.16616709530353546 (0.20720056856446195) | > loss_disc_real_3: 0.2515188753604889 (0.2098451339724389) | > loss_disc_real_4: 0.23255401849746704 (0.20210903504806935) | > loss_disc_real_5: 0.2701462507247925 (0.20832365909309097) | > loss_0: 2.127631664276123 (2.1464868589784176) | > grad_norm_0: tensor(12.3164, device='cuda:0') (tensor(13.1521, device='cuda:0')) | > loss_gen: 3.007403612136841 (2.800577306386196) | > loss_kl: 1.4649624824523926 (1.5148008271600262) | > loss_feat: 7.571163654327393 (7.281119165998517) | > loss_mel: 22.022001266479492 (23.455684777462128) | > loss_duration: 2.334292411804199 (2.220168730526261) | > loss_1: 36.39982604980469 (37.272350831465296) | > grad_norm_1: tensor(84.9772, device='cuda:0') (tensor(138.9018, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.4198 (0.3703623278574509) | > loader_time: 0.0054 (0.004192912217342491)  --> TIME: 2024-06-10 15:05:02 -- STEP: 289/330 -- GLOBAL_STEP: 88950 | > loss_disc: 2.1586344242095947 (2.1566433114576524) | > loss_disc_real_0: 0.11881951242685318 (0.14031919352323538) | > loss_disc_real_1: 0.250555157661438 (0.20807628965192193) | > loss_disc_real_2: 0.21389611065387726 (0.2091281768772429) | > loss_disc_real_3: 0.22290995717048645 (0.2107939025110027) | > loss_disc_real_4: 0.1832418292760849 (0.20291921264366292) | > loss_disc_real_5: 0.17905005812644958 (0.20875920174856086) | > loss_0: 2.1586344242095947 (2.1566433114576524) | > grad_norm_0: tensor(10.5848, device='cuda:0') (tensor(13.3315, device='cuda:0')) | > loss_gen: 2.9094338417053223 (2.798613896419433) | > loss_kl: 1.5436947345733643 (1.5141980841910556) | > loss_feat: 7.906068325042725 (7.2984288060541385) | > loss_mel: 23.129180908203125 (23.430827243105355) | > loss_duration: 2.348829746246338 (2.2275697731229274) | > loss_1: 37.83721160888672 (37.26963781073022) | > grad_norm_1: tensor(81.8161, device='cuda:0') (tensor(138.8720, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.4404 (0.3760211442993586) | > loader_time: 0.0055 (0.004338809775646171)  --> TIME: 2024-06-10 15:05:14 -- STEP: 314/330 -- GLOBAL_STEP: 88975 | > loss_disc: 2.1753673553466797 (2.1620392321021704) | > loss_disc_real_0: 0.16558700799942017 (0.14058149031772732) | > loss_disc_real_1: 0.24217449128627777 (0.20892218977307828) | > loss_disc_real_2: 0.20701558887958527 (0.20973643185986077) | > loss_disc_real_3: 0.2147032618522644 (0.21160693983932966) | > loss_disc_real_4: 0.2076919674873352 (0.20329315371953754) | > loss_disc_real_5: 0.19657650589942932 (0.21010226490581116) | > loss_0: 2.1753673553466797 (2.1620392321021704) | > grad_norm_0: tensor(7.6060, device='cuda:0') (tensor(13.4022, device='cuda:0')) | > loss_gen: 2.864238739013672 (2.7949981970392206) | > loss_kl: 1.5359715223312378 (1.513812114099029) | > loss_feat: 7.214437484741211 (7.310647858176262) | > loss_mel: 23.40782356262207 (23.413760318877603) | > loss_duration: 2.410447835922241 (2.238847250391724) | > loss_1: 37.432918548583984 (37.272065764020226) | > grad_norm_1: tensor(81.0874, device='cuda:0') (tensor(139.4223, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.5146 (0.38409739618848077) | > loader_time: 0.0071 (0.004502718615683782)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.8567798137664795 (1.8567798137664795) | > loss_disc_real_0: 0.11248145997524261 (0.11248145997524261) | > loss_disc_real_1: 0.12430614978075027 (0.12430614978075027) | > loss_disc_real_2: 0.12068786472082138 (0.12068786472082138) | > loss_disc_real_3: 0.20022042095661163 (0.20022042095661163) | > loss_disc_real_4: 0.18489398062229156 (0.18489398062229156) | > loss_disc_real_5: 0.2201966643333435 (0.2201966643333435) | > loss_0: 1.8567798137664795 (1.8567798137664795) | > loss_gen: 2.8709959983825684 (2.8709959983825684) | > loss_kl: 1.2669281959533691 (1.2669281959533691) | > loss_feat: 7.172776222229004 (7.172776222229004) | > loss_mel: 23.245716094970703 (23.245716094970703) | > loss_duration: 2.7034075260162354 (2.7034075260162354) | > loss_1: 37.259822845458984 (37.259822845458984)  --> STEP: 1 | > loss_disc: 2.427057981491089 (2.427057981491089) | > loss_disc_real_0: 0.16186130046844482 (0.16186130046844482) | > loss_disc_real_1: 0.175864577293396 (0.175864577293396) | > loss_disc_real_2: 0.15981431305408478 (0.15981431305408478) | > loss_disc_real_3: 0.3045429289340973 (0.3045429289340973) | > loss_disc_real_4: 0.2931371033191681 (0.2931371033191681) | > loss_disc_real_5: 0.42000821232795715 (0.42000821232795715) | > loss_0: 2.427057981491089 (2.427057981491089) | > loss_gen: 2.6593017578125 (2.6593017578125) | > loss_kl: 1.5328240394592285 (1.5328240394592285) | > loss_feat: 5.094095230102539 (5.094095230102539) | > loss_mel: 22.256614685058594 (22.256614685058594) | > loss_duration: 2.3369007110595703 (2.3369007110595703) | > loss_1: 33.879737854003906 (33.879737854003906)  --> STEP: 2 | > loss_disc: 2.2764670848846436 (2.351762533187866) | > loss_disc_real_0: 0.17284730076789856 (0.1673543006181717) | > loss_disc_real_1: 0.20600922405719757 (0.19093690067529678) | > loss_disc_real_2: 0.2630980610847473 (0.21145618706941605) | > loss_disc_real_3: 0.3188301622867584 (0.31168654561042786) | > loss_disc_real_4: 0.2718777060508728 (0.28250740468502045) | > loss_disc_real_5: 0.2627795934677124 (0.3413939028978348) | > loss_0: 2.2764670848846436 (2.351762533187866) | > loss_gen: 3.1318554878234863 (2.895578622817993) | > loss_kl: 1.8997803926467896 (1.716302216053009) | > loss_feat: 6.231396198272705 (5.662745714187622) | > loss_mel: 24.13096809387207 (23.193791389465332) | > loss_duration: 2.3748939037323 (2.355897307395935) | > loss_1: 37.76889419555664 (35.82431602478027)  --> STEP: 3 | > loss_disc: 2.6212801933288574 (2.4416017532348633) | > loss_disc_real_0: 0.17408911883831024 (0.16959924002488455) | > loss_disc_real_1: 0.12468189746141434 (0.16885189960400263) | > loss_disc_real_2: 0.2134949266910553 (0.2121357669432958) | > loss_disc_real_3: 0.44413134455680847 (0.35583481192588806) | > loss_disc_real_4: 0.4173083007335663 (0.3274410367012024) | > loss_disc_real_5: 0.47936683893203735 (0.3873848815759023) | > loss_0: 2.6212801933288574 (2.4416017532348633) | > loss_gen: 3.2680041790008545 (3.019720474878947) | > loss_kl: 1.3080775737762451 (1.5802273352940877) | > loss_feat: 5.403904438018799 (5.576465288798015) | > loss_mel: 21.496334075927734 (22.6279722849528) | > loss_duration: 2.1757972240448 (2.29586394627889) | > loss_1: 33.65211868286133 (35.100250244140625)  --> STEP: 4 | > loss_disc: 2.3792195320129395 (2.4260061979293823) | > loss_disc_real_0: 0.10210535675287247 (0.15272576920688152) | > loss_disc_real_1: 0.12501917779445648 (0.1578937191516161) | > loss_disc_real_2: 0.22344814240932465 (0.214963860809803) | > loss_disc_real_3: 0.23770369589328766 (0.32630203291773796) | > loss_disc_real_4: 0.2877674400806427 (0.31752263754606247) | > loss_disc_real_5: 0.5041078329086304 (0.4165656194090843) | > loss_0: 2.3792195320129395 (2.4260061979293823) | > loss_gen: 2.8728621006011963 (2.9830058813095093) | > loss_kl: 1.7193063497543335 (1.6149970889091492) | > loss_feat: 6.4970245361328125 (5.806605100631714) | > loss_mel: 26.272384643554688 (23.53907537460327) | > loss_duration: 2.217818021774292 (2.2763524651527405) | > loss_1: 39.57939910888672 (36.22003746032715)  --> STEP: 5 | > loss_disc: 2.2349798679351807 (2.387800931930542) | > loss_disc_real_0: 0.13757868111133575 (0.14969635158777236) | > loss_disc_real_1: 0.13230788707733154 (0.1527765527367592) | > loss_disc_real_2: 0.16129980981349945 (0.2042310506105423) | > loss_disc_real_3: 0.22826872766017914 (0.3066953718662262) | > loss_disc_real_4: 0.2007007896900177 (0.2941582679748535) | > loss_disc_real_5: 0.33529603481292725 (0.4003117024898529) | > loss_0: 2.2349798679351807 (2.387800931930542) | > loss_gen: 2.4920597076416016 (2.8848166465759277) | > loss_kl: 1.6058292388916016 (1.6131635189056397) | > loss_feat: 5.628696918487549 (5.771023464202881) | > loss_mel: 24.352432250976562 (23.70174674987793) | > loss_duration: 2.295273780822754 (2.280136728286743) | > loss_1: 36.374290466308594 (36.25088806152344)  --> STEP: 6 | > loss_disc: 2.1865930557250977 (2.3542662858963013) | > loss_disc_real_0: 0.17772912979125977 (0.1543684812883536) | > loss_disc_real_1: 0.1475716531276703 (0.1519090694685777) | > loss_disc_real_2: 0.12489218264818192 (0.1910079059501489) | > loss_disc_real_3: 0.2714601457118988 (0.3008228341738383) | > loss_disc_real_4: 0.30097711086273193 (0.29529474178949994) | > loss_disc_real_5: 0.3011818826198578 (0.3837900658448537) | > loss_0: 2.1865930557250977 (2.3542662858963013) | > loss_gen: 2.9185614585876465 (2.8904407819112143) | > loss_kl: 1.437307596206665 (1.5838541984558105) | > loss_feat: 5.860414028167725 (5.7859218915303545) | > loss_mel: 25.3614444732666 (23.978363037109375) | > loss_duration: 2.069718360900879 (2.245067000389099) | > loss_1: 37.64744186401367 (36.48364702860514)  --> STEP: 7 | > loss_disc: 2.2060861587524414 (2.3330976963043213) | > loss_disc_real_0: 0.10236736387014389 (0.14693975022860936) | > loss_disc_real_1: 0.19826829433441162 (0.15853181587798254) | > loss_disc_real_2: 0.2735506296157837 (0.20279972361666815) | > loss_disc_real_3: 0.3090365529060364 (0.3019962225641523) | > loss_disc_real_4: 0.24255870282649994 (0.2877610219376428) | > loss_disc_real_5: 0.3060566782951355 (0.372685296194894) | > loss_0: 2.2060861587524414 (2.3330976963043213) | > loss_gen: 3.2241482734680176 (2.938113280705043) | > loss_kl: 2.529663562774658 (1.7189698219299316) | > loss_feat: 7.636770725250244 (6.050328867776053) | > loss_mel: 25.172937393188477 (24.149016516549246) | > loss_duration: 2.392244577407837 (2.266092368534633) | > loss_1: 40.95576477050781 (37.1225209917341)  --> STEP: 8 | > loss_disc: 1.926584005355835 (2.2822834849357605) | > loss_disc_real_0: 0.16773702204227448 (0.1495394092053175) | > loss_disc_real_1: 0.12140895426273346 (0.1538914581760764) | > loss_disc_real_2: 0.24059075117111206 (0.20752360206097364) | > loss_disc_real_3: 0.1702689677476883 (0.2855303157120943) | > loss_disc_real_4: 0.16933296620845795 (0.2729575149714947) | > loss_disc_real_5: 0.23501333594322205 (0.355476301163435) | > loss_0: 1.926584005355835 (2.2822834849357605) | > loss_gen: 2.8464386463165283 (2.926653951406479) | > loss_kl: 1.865656852722168 (1.7373057007789612) | > loss_feat: 8.243840217590332 (6.324517786502838) | > loss_mel: 25.785791397094727 (24.35361337661743) | > loss_duration: 2.195805072784424 (2.257306456565857) | > loss_1: 40.937530517578125 (37.5993971824646)  --> STEP: 9 | > loss_disc: 2.4795591831207275 (2.304203006956312) | > loss_disc_real_0: 0.13447166979312897 (0.14786521593729654) | > loss_disc_real_1: 0.12418773770332336 (0.15059104479021496) | > loss_disc_real_2: 0.25110870599746704 (0.2123663913872507) | > loss_disc_real_3: 0.28130942583084106 (0.2850613279475106) | > loss_disc_real_4: 0.31449294090270996 (0.27757256229718524) | > loss_disc_real_5: 0.3605307936668396 (0.356037911441591) | > loss_0: 2.4795591831207275 (2.304203006956312) | > loss_gen: 2.5884547233581543 (2.8890762594011097) | > loss_kl: 2.2973668575286865 (1.7995347181955974) | > loss_feat: 7.002079010009766 (6.399802366892497) | > loss_mel: 25.731929779052734 (24.506759643554688) | > loss_duration: 2.1320104598999023 (2.243384679158529) | > loss_1: 39.7518424987793 (37.83855777316623)  --> STEP: 10 | > loss_disc: 2.641489028930664 (2.3379316091537476) | > loss_disc_real_0: 0.24429000914096832 (0.15750769525766373) | > loss_disc_real_1: 0.23467551171779633 (0.1589994914829731) | > loss_disc_real_2: 0.28928452730178833 (0.22005820497870446) | > loss_disc_real_3: 0.33082205057144165 (0.2896374002099037) | > loss_disc_real_4: 0.2772098481655121 (0.27753629088401793) | > loss_disc_real_5: 0.38710567355155945 (0.3591446876525879) | > loss_0: 2.641489028930664 (2.3379316091537476) | > loss_gen: 3.043501377105713 (2.9045187711715696) | > loss_kl: 1.8776614665985107 (1.8073473930358888) | > loss_feat: 6.091136455535889 (6.368935775756836) | > loss_mel: 26.691179275512695 (24.72520160675049) | > loss_duration: 2.177309036254883 (2.236777114868164) | > loss_1: 39.88079071044922 (38.042781066894534)  --> STEP: 11 | > loss_disc: 2.1049861907958984 (2.3167547529393975) | > loss_disc_real_0: 0.14935776591300964 (0.1567667925899679) | > loss_disc_real_1: 0.097074493765831 (0.15336994623596018) | > loss_disc_real_2: 0.25911322236061096 (0.2236086611043323) | > loss_disc_real_3: 0.30598101019859314 (0.2911231829361482) | > loss_disc_real_4: 0.24427366256713867 (0.27451241558248346) | > loss_disc_real_5: 0.3122459650039673 (0.3548811674118042) | > loss_0: 2.1049861907958984 (2.3167547529393975) | > loss_gen: 3.0079026222229004 (2.913917303085327) | > loss_kl: 1.6984518766403198 (1.7974478006362915) | > loss_feat: 6.80941104888916 (6.4089789824052295) | > loss_mel: 23.645530700683594 (24.627049706198953) | > loss_duration: 2.37465238571167 (2.249311230399392) | > loss_1: 37.53594970703125 (37.99670548872514)  --> STEP: 12 | > loss_disc: 1.7457711696624756 (2.269172787666321) | > loss_disc_real_0: 0.14111857116222382 (0.15546277413765588) | > loss_disc_real_1: 0.10537105798721313 (0.14937003888189793) | > loss_disc_real_2: 0.09329959750175476 (0.2127495724707842) | > loss_disc_real_3: 0.20184653997421265 (0.28368346268932026) | > loss_disc_real_4: 0.13991893827915192 (0.2632962924738725) | > loss_disc_real_5: 0.24937090277671814 (0.34608864535888034) | > loss_0: 1.7457711696624756 (2.269172787666321) | > loss_gen: 2.997041702270508 (2.920844336350759) | > loss_kl: 2.230828285217285 (1.833562841018041) | > loss_feat: 7.597023010253906 (6.507982651392619) | > loss_mel: 22.733671188354492 (24.469268163045246) | > loss_duration: 2.23110032081604 (2.2477936546007795) | > loss_1: 37.78966522216797 (37.97945213317871)  --> STEP: 13 | > loss_disc: 2.866225481033325 (2.315099917925321) | > loss_disc_real_0: 0.2507908344268799 (0.1627957018522116) | > loss_disc_real_1: 0.13651111721992493 (0.14838089106174615) | > loss_disc_real_2: 0.26766180992126465 (0.21697359073620576) | > loss_disc_real_3: 0.42008545994758606 (0.29417592401687914) | > loss_disc_real_4: 0.410046249628067 (0.27458475071650285) | > loss_disc_real_5: 0.5634954571723938 (0.36281224626761216) | > loss_0: 2.866225481033325 (2.315099917925321) | > loss_gen: 2.741060733795166 (2.9070148284618673) | > loss_kl: 1.9018614292144775 (1.838816578571613) | > loss_feat: 6.389307022094727 (6.498853756831243) | > loss_mel: 24.83578872680664 (24.497462052565353) | > loss_duration: 2.101447105407715 (2.2365362277397747) | > loss_1: 37.96946716308594 (37.97868405855619)  --> STEP: 14 | > loss_disc: 1.874983549118042 (2.283663034439087) | > loss_disc_real_0: 0.10429459810256958 (0.15861705158438003) | > loss_disc_real_1: 0.10111413896083832 (0.14500469448310987) | > loss_disc_real_2: 0.18335917592048645 (0.21457256110651152) | > loss_disc_real_3: 0.21104662120342255 (0.2882381166730608) | > loss_disc_real_4: 0.18773974478244781 (0.2683815360069275) | > loss_disc_real_5: 0.23280350863933563 (0.3535259078655924) | > loss_0: 1.874983549118042 (2.283663034439087) | > loss_gen: 2.7579500675201416 (2.8963673455374583) | > loss_kl: 1.8551676273345947 (1.8399845106261117) | > loss_feat: 7.215023994445801 (6.550008773803711) | > loss_mel: 26.10068130493164 (24.61197771344866) | > loss_duration: 2.362212896347046 (2.245513132640294) | > loss_1: 40.29103469848633 (38.143851961408345)  --> STEP: 15 | > loss_disc: 2.1805567741394043 (2.2767892837524415) | > loss_disc_real_0: 0.1958865225315094 (0.1611016829808553) | > loss_disc_real_1: 0.1434488594532013 (0.14490097214778264) | > loss_disc_real_2: 0.2730214595794678 (0.21846915433804195) | > loss_disc_real_3: 0.21971334517002106 (0.2836697985728582) | > loss_disc_real_4: 0.1710425317287445 (0.26189226905504864) | > loss_disc_real_5: 0.22739991545677185 (0.34511750837167104) | > loss_0: 2.1805567741394043 (2.2767892837524415) | > loss_gen: 2.9092752933502197 (2.8972278753916423) | > loss_kl: 1.9007046222686768 (1.8440325180689494) | > loss_feat: 7.38031005859375 (6.6053621927897135) | > loss_mel: 23.998939514160156 (24.57110850016276) | > loss_duration: 2.313337802886963 (2.2500347773234055) | > loss_1: 38.502567291259766 (38.16776631673177)  --> STEP: 16 | > loss_disc: 2.7075109481811523 (2.303709387779236) | > loss_disc_real_0: 0.1163899302482605 (0.15830719843506813) | > loss_disc_real_1: 0.15702387690544128 (0.1456586536951363) | > loss_disc_real_2: 0.2471824288368225 (0.22026373399421573) | > loss_disc_real_3: 0.33124804496765137 (0.28664343897253275) | > loss_disc_real_4: 0.38903194665908813 (0.2698384989053011) | > loss_disc_real_5: 0.4759092628955841 (0.3532919930294156) | > loss_0: 2.7075109481811523 (2.303709387779236) | > loss_gen: 2.5674967765808105 (2.8766196817159653) | > loss_kl: 1.622265338897705 (1.8301720693707466) | > loss_feat: 5.8746538162231445 (6.559692919254303) | > loss_mel: 25.428661346435547 (24.62470555305481) | > loss_duration: 2.2955002784729004 (2.252876371145249) | > loss_1: 37.788578033447266 (38.14406704902649)  --> STEP: 17 | > loss_disc: 1.4580061435699463 (2.253962138119866) | > loss_disc_real_0: 0.10396583378314972 (0.15511064757319057) | > loss_disc_real_1: 0.08584871888160706 (0.14214042223551693) | > loss_disc_real_2: 0.16799785196781158 (0.21718927034560373) | > loss_disc_real_3: 0.14012613892555237 (0.27802477426388683) | > loss_disc_real_4: 0.10652684420347214 (0.2602319309816641) | > loss_disc_real_5: 0.17821502685546875 (0.3429933479603599) | > loss_0: 1.4580061435699463 (2.253962138119866) | > loss_gen: 3.528642177581787 (2.9149739461786606) | > loss_kl: 1.8232207298278809 (1.8297631670446957) | > loss_feat: 8.708219528198242 (6.686076837427476) | > loss_mel: 22.876842498779297 (24.5218900792739) | > loss_duration: 2.37674880027771 (2.260162984623629) | > loss_1: 39.31367111206055 (38.21286728802849)  --> STEP: 18 | > loss_disc: 2.364044427871704 (2.260077820883857) | > loss_disc_real_0: 0.1873600035905838 (0.15690227846304575) | > loss_disc_real_1: 0.1476200371980667 (0.14244484528899193) | > loss_disc_real_2: 0.3261071741580963 (0.22324026500185332) | > loss_disc_real_3: 0.2726353108882904 (0.27772535963190925) | > loss_disc_real_4: 0.193693146109581 (0.2565353318221039) | > loss_disc_real_5: 0.3719792366027832 (0.3446036751071612) | > loss_0: 2.364044427871704 (2.260077820883857) | > loss_gen: 3.094860076904297 (2.9249676201078625) | > loss_kl: 2.0216076374053955 (1.8404211931758456) | > loss_feat: 8.167410850524902 (6.768373171488444) | > loss_mel: 28.919628143310547 (24.766208860609268) | > loss_duration: 2.2091641426086426 (2.2573297156227965) | > loss_1: 44.41267013549805 (38.55730077955458)  --> STEP: 19 | > loss_disc: 2.257444381713867 (2.2599392188222787) | > loss_disc_real_0: 0.11988309770822525 (0.15495390052858152) | > loss_disc_real_1: 0.13296397030353546 (0.14194585186870476) | > loss_disc_real_2: 0.32094237208366394 (0.22838248116405388) | > loss_disc_real_3: 0.24258993566036224 (0.2758761267913015) | > loss_disc_real_4: 0.22585007548332214 (0.2549203183305891) | > loss_disc_real_5: 0.3265308737754822 (0.34365247503707286) | > loss_0: 2.257444381713867 (2.2599392188222787) | > loss_gen: 2.8929593563079834 (2.923282974644711) | > loss_kl: 1.5115857124328613 (1.8231140626104254) | > loss_feat: 7.214165687561035 (6.791835935492265) | > loss_mel: 24.152849197387695 (24.73392677307129) | > loss_duration: 2.3551173210144043 (2.262476431696039) | > loss_1: 38.126678466796875 (38.53463644730417)  --> STEP: 20 | > loss_disc: 2.8680837154388428 (2.2903464436531067) | > loss_disc_real_0: 0.25711530447006226 (0.16006197072565556) | > loss_disc_real_1: 0.14157164096832275 (0.14192714132368567) | > loss_disc_real_2: 0.22425560653209686 (0.22817613743245602) | > loss_disc_real_3: 0.32391801476478577 (0.27827822118997575) | > loss_disc_real_4: 0.33604875206947327 (0.2589767400175333) | > loss_disc_real_5: 0.44726935029029846 (0.3488333187997341) | > loss_0: 2.8680837154388428 (2.2903464436531067) | > loss_gen: 2.2057278156280518 (2.887405216693878) | > loss_kl: 1.778896450996399 (1.8209031820297241) | > loss_feat: 4.3131937980651855 (6.6679038286209105) | > loss_mel: 20.874616622924805 (24.540961265563965) | > loss_duration: 2.4067492485046387 (2.269690072536469) | > loss_1: 31.579185485839844 (38.18686389923096)  --> STEP: 21 | > loss_disc: 2.540602207183838 (2.302263384773618) | > loss_disc_real_0: 0.3037131130695343 (0.1669025013134593) | > loss_disc_real_1: 0.17761225998401642 (0.1436264326884633) | > loss_disc_real_2: 0.22993837296962738 (0.22826005341041655) | > loss_disc_real_3: 0.2843239903450012 (0.27856611495926265) | > loss_disc_real_4: 0.27126434445381165 (0.25956186403830844) | > loss_disc_real_5: 0.4050215780735016 (0.351508950193723) | > loss_0: 2.540602207183838 (2.302263384773618) | > loss_gen: 2.9741454124450684 (2.8915357022058394) | > loss_kl: 1.6754823923110962 (1.8139783825193132) | > loss_feat: 5.8905253410339355 (6.6308858054024835) | > loss_mel: 18.71879005432129 (24.263715017409552) | > loss_duration: 2.2133216857910156 (2.2670058636438286) | > loss_1: 31.472265243530273 (37.86712110610235)  --> STEP: 22 | > loss_disc: 2.4121179580688477 (2.3072567744688555) | > loss_disc_real_0: 0.16476543247699738 (0.16680536182089287) | > loss_disc_real_1: 0.17639605700969696 (0.1451159610667012) | > loss_disc_real_2: 0.32271650433540344 (0.2325535284524614) | > loss_disc_real_3: 0.2571420967578888 (0.2775922959501093) | > loss_disc_real_4: 0.2470419853925705 (0.2589927786453204) | > loss_disc_real_5: 0.4122996926307678 (0.35427216575904324) | > loss_0: 2.4121179580688477 (2.3072567744688555) | > loss_gen: 3.0753562450408936 (2.8998911814256148) | > loss_kl: 1.6849919557571411 (1.8081153631210327) | > loss_feat: 8.10987377166748 (6.698112531141802) | > loss_mel: 27.926130294799805 (24.43018843910911) | > loss_duration: 2.233149528503418 (2.2654669393192646) | > loss_1: 43.029502868652344 (38.101774822581895)  --> STEP: 23 | > loss_disc: 1.984433650970459 (2.293220986490664) | > loss_disc_real_0: 0.15860170125961304 (0.1664486809269242) | > loss_disc_real_1: 0.1222231313586235 (0.14412062064461087) | > loss_disc_real_2: 0.20632044970989227 (0.23141295981148016) | > loss_disc_real_3: 0.2655651271343231 (0.27706937556681427) | > loss_disc_real_4: 0.18609726428985596 (0.25582340845595236) | > loss_disc_real_5: 0.2522011697292328 (0.3498342963664428) | > loss_0: 1.984433650970459 (2.293220986490664) | > loss_gen: 3.130204677581787 (2.9099048116932744) | > loss_kl: 1.8333735466003418 (1.8092135450114375) | > loss_feat: 6.892512321472168 (6.7065646959387735) | > loss_mel: 23.042755126953125 (24.369865251624066) | > loss_duration: 2.340261936187744 (2.2687188957048505) | > loss_1: 37.23910903930664 (38.06426761461341)  --> STEP: 24 | > loss_disc: 1.8663408756256104 (2.27543431520462) | > loss_disc_real_0: 0.16577354073524475 (0.16642055008560422) | > loss_disc_real_1: 0.08109315484762192 (0.141494476236403) | > loss_disc_real_2: 0.25434836745262146 (0.2323686017965277) | > loss_disc_real_3: 0.20642200112342834 (0.27412573496500653) | > loss_disc_real_4: 0.18462561070919037 (0.2528568335498373) | > loss_disc_real_5: 0.32629117369651794 (0.3488533329218626) | > loss_0: 1.8663408756256104 (2.27543431520462) | > loss_gen: 3.7474536895751953 (2.944802681605021) | > loss_kl: 1.5505707263946533 (1.7984367609024048) | > loss_feat: 8.283818244934082 (6.772283593813579) | > loss_mel: 23.39167022705078 (24.329107125600178) | > loss_duration: 2.436490535736084 (2.275709380706152) | > loss_1: 39.40999984741211 (38.12033979098002)  --> STEP: 25 | > loss_disc: 2.4522721767425537 (2.282507829666137) | > loss_disc_real_0: 0.17516276240348816 (0.16677023857831957) | > loss_disc_real_1: 0.18199419975280762 (0.14311446517705917) | > loss_disc_real_2: 0.2916494607925415 (0.23473983615636826) | > loss_disc_real_3: 0.24277043342590332 (0.2728715229034424) | > loss_disc_real_4: 0.16209521889686584 (0.24922636896371841) | > loss_disc_real_5: 0.24325710535049438 (0.3446294838190079) | > loss_0: 2.4522721767425537 (2.282507829666137) | > loss_gen: 2.2380495071411133 (2.916532554626465) | > loss_kl: 1.6897118091583252 (1.7940877628326417) | > loss_feat: 5.601816177368164 (6.725464897155762) | > loss_mel: 23.253686904907227 (24.286090316772462) | > loss_duration: 2.468066930770874 (2.283403682708741) | > loss_1: 35.2513313293457 (38.005579452514645)  --> STEP: 26 | > loss_disc: 2.0363457202911377 (2.273040056228637) | > loss_disc_real_0: 0.10468326508998871 (0.16438227805953762) | > loss_disc_real_1: 0.05670544505119324 (0.13979104132606432) | > loss_disc_real_2: 0.17423824965953827 (0.23241285206033632) | > loss_disc_real_3: 0.06847713142633438 (0.26501020015432286) | > loss_disc_real_4: 0.05304694175720215 (0.2416810063788524) | > loss_disc_real_5: 0.19844554364681244 (0.33900702458161575) | > loss_0: 2.0363457202911377 (2.273040056228637) | > loss_gen: 2.2873430252075195 (2.8923329573411207) | > loss_kl: 2.2015278339385986 (1.8097585347982554) | > loss_feat: 13.913238525390625 (7.001917729010949) | > loss_mel: 27.4735107421875 (24.408683410057655) | > loss_duration: 2.381802558898926 (2.2871882548699016) | > loss_1: 48.257423400878906 (38.39988114283635) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022920553500835714 (+0.0001392181103046122) | > avg_loss_disc: 2.273040056228637 (-0.221927817051228) | > avg_loss_disc_real_0: 0.16438227805953762 (+0.016915425944786816) | > avg_loss_disc_real_1: 0.13979104132606432 (-0.11745863293225947) | > avg_loss_disc_real_2: 0.23241285206033632 (+0.0026299139628043477) | > avg_loss_disc_real_3: 0.26501020015432286 (-0.017530386551068367) | > avg_loss_disc_real_4: 0.2416810063788524 (-0.06804060964630201) | > avg_loss_disc_real_5: 0.33900702458161575 (-0.0046068011568142775) | > avg_loss_0: 2.273040056228637 (-0.221927817051228) | > avg_loss_gen: 2.8923329573411207 (+0.1246667183362522) | > avg_loss_kl: 1.8097585347982554 (+0.04759445557227515) | > avg_loss_feat: 7.001917729010949 (+0.22633132567772574) | > avg_loss_mel: 24.408683410057655 (+0.494211783775917) | > avg_loss_duration: 2.2871882548699016 (-0.012475261321434505) | > avg_loss_1: 38.39988114283635 (+0.8803292787992021)  > EPOCH: 3/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:05:39)   --> TIME: 2024-06-10 15:05:42 -- STEP: 9/330 -- GLOBAL_STEP: 89000 | > loss_disc: 2.3012349605560303 (2.2308164967430963) | > loss_disc_real_0: 0.14793479442596436 (0.14430339634418488) | > loss_disc_real_1: 0.18754148483276367 (0.21045440435409546) | > loss_disc_real_2: 0.20083540678024292 (0.20270705057515037) | > loss_disc_real_3: 0.26114213466644287 (0.214127563767963) | > loss_disc_real_4: 0.22642402350902557 (0.18876494798395368) | > loss_disc_real_5: 0.23433081805706024 (0.2214220811923345) | > loss_0: 2.3012349605560303 (2.2308164967430963) | > grad_norm_0: tensor(9.0147, device='cuda:0') (tensor(10.4303, device='cuda:0')) | > loss_gen: 2.5377235412597656 (2.5775156021118164) | > loss_kl: 1.587688684463501 (1.660053465101454) | > loss_feat: 5.898824214935303 (6.118090417650011) | > loss_mel: 21.694778442382812 (23.020195219251846) | > loss_duration: 2.343841791152954 (2.4314646191067166) | > loss_1: 34.06285858154297 (35.807320064968536) | > grad_norm_1: tensor(67.1409, device='cuda:0') (tensor(119.6948, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3268 (0.3304963641696506) | > loader_time: 0.0028 (0.0027064747280544704) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_89000.pth  --> TIME: 2024-06-10 15:05:56 -- STEP: 34/330 -- GLOBAL_STEP: 89025 | > loss_disc: 2.1838812828063965 (2.2079729507951167) | > loss_disc_real_0: 0.10235224664211273 (0.13867170517058933) | > loss_disc_real_1: 0.15668249130249023 (0.20784547442899032) | > loss_disc_real_2: 0.19666004180908203 (0.20698933522490895) | > loss_disc_real_3: 0.220853790640831 (0.211277817540309) | > loss_disc_real_4: 0.19245724380016327 (0.20508668221095028) | > loss_disc_real_5: 0.20513680577278137 (0.21471025005859487) | > loss_0: 2.1838812828063965 (2.2079729507951167) | > grad_norm_0: tensor(9.4742, device='cuda:0') (tensor(8.4788, device='cuda:0')) | > loss_gen: 2.6213979721069336 (2.6411726054023292) | > loss_kl: 1.4114664793014526 (1.5770984011537887) | > loss_feat: 7.545953750610352 (6.599670872968786) | > loss_mel: 23.42763328552246 (23.163557781892663) | > loss_duration: 2.2267346382141113 (2.266233437201556) | > loss_1: 37.23318862915039 (36.24773328444537) | > grad_norm_1: tensor(48.9937, device='cuda:0') (tensor(88.5021, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3653 (0.3461354970932007) | > loader_time: 0.0031 (0.0030272848465863395)  --> TIME: 2024-06-10 15:06:05 -- STEP: 59/330 -- GLOBAL_STEP: 89050 | > loss_disc: 2.170804738998413 (2.1667010824559108) | > loss_disc_real_0: 0.20798200368881226 (0.13391304900080467) | > loss_disc_real_1: 0.1895970106124878 (0.20631702749405878) | > loss_disc_real_2: 0.2611580491065979 (0.20556051902851816) | > loss_disc_real_3: 0.20608890056610107 (0.2088137056867955) | > loss_disc_real_4: 0.2121405005455017 (0.20037554507538424) | > loss_disc_real_5: 0.20753204822540283 (0.21060183518013711) | > loss_0: 2.170804738998413 (2.1667010824559108) | > grad_norm_0: tensor(18.0244, device='cuda:0') (tensor(10.4256, device='cuda:0')) | > loss_gen: 2.836355686187744 (2.7072624190378995) | > loss_kl: 1.2490346431732178 (1.547663399728678) | > loss_feat: 7.181123733520508 (6.846836138579805) | > loss_mel: 22.671213150024414 (23.153577545941886) | > loss_duration: 2.113218307495117 (2.219552302764634) | > loss_1: 36.05094909667969 (36.47489224450063) | > grad_norm_1: tensor(280.6583, device='cuda:0') (tensor(106.7937, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3576 (0.3474368644972979) | > loader_time: 0.0039 (0.0031716944807666844)  --> TIME: 2024-06-10 15:06:14 -- STEP: 84/330 -- GLOBAL_STEP: 89075 | > loss_disc: 2.246056318283081 (2.153625960860934) | > loss_disc_real_0: 0.20886072516441345 (0.13363497615570116) | > loss_disc_real_1: 0.21728432178497314 (0.20425592540275483) | > loss_disc_real_2: 0.21395249664783478 (0.20313267551717304) | > loss_disc_real_3: 0.23066774010658264 (0.2091204130223819) | > loss_disc_real_4: 0.18880459666252136 (0.20058030510942132) | > loss_disc_real_5: 0.1986497938632965 (0.20729924365878105) | > loss_0: 2.246056318283081 (2.153625960860934) | > grad_norm_0: tensor(26.9794, device='cuda:0') (tensor(13.5477, device='cuda:0')) | > loss_gen: 2.7645795345306396 (2.730252379462832) | > loss_kl: 1.3377851247787476 (1.5400293398471105) | > loss_feat: 7.169039249420166 (6.963446356001354) | > loss_mel: 22.945600509643555 (23.22768999281384) | > loss_duration: 2.2533469200134277 (2.202910607769376) | > loss_1: 36.4703483581543 (36.664328665960404) | > grad_norm_1: tensor(155.7615, device='cuda:0') (tensor(139.3044, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3545 (0.3482342646235511) | > loader_time: 0.0036 (0.003249395461309524)  --> TIME: 2024-06-10 15:06:23 -- STEP: 109/330 -- GLOBAL_STEP: 89100 | > loss_disc: 2.0618200302124023 (2.139689410498382) | > loss_disc_real_0: 0.15488693118095398 (0.12779405159414367) | > loss_disc_real_1: 0.20381604135036469 (0.20431525417424123) | > loss_disc_real_2: 0.21982532739639282 (0.20567711818655696) | > loss_disc_real_3: 0.20473383367061615 (0.21004393860834455) | > loss_disc_real_4: 0.19500917196273804 (0.19759429253022598) | > loss_disc_real_5: 0.17859221994876862 (0.20614609956194502) | > loss_0: 2.0618200302124023 (2.139689410498382) | > grad_norm_0: tensor(11.5537, device='cuda:0') (tensor(14.7262, device='cuda:0')) | > loss_gen: 2.932816982269287 (2.7806284821361564) | > loss_kl: 1.3953845500946045 (1.529641349381263) | > loss_feat: 7.864720344543457 (7.110484232596301) | > loss_mel: 23.109352111816406 (23.19877867742416) | > loss_duration: 2.1119213104248047 (2.1957609872205563) | > loss_1: 37.41419219970703 (36.81529358330123) | > grad_norm_1: tensor(84.8051, device='cuda:0') (tensor(146.8183, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3747 (0.353426874230761) | > loader_time: 0.0033 (0.003285381772102566)  --> TIME: 2024-06-10 15:06:33 -- STEP: 134/330 -- GLOBAL_STEP: 89125 | > loss_disc: 2.1100621223449707 (2.1368672109361895) | > loss_disc_real_0: 0.12418271601200104 (0.12491868030446682) | > loss_disc_real_1: 0.19030272960662842 (0.20453462571795308) | > loss_disc_real_2: 0.1913333684206009 (0.2081123891828665) | > loss_disc_real_3: 0.2096846103668213 (0.21083154707257426) | > loss_disc_real_4: 0.22130142152309418 (0.1985473499369265) | > loss_disc_real_5: 0.24680067598819733 (0.20685577181293002) | > loss_0: 2.1100621223449707 (2.1368672109361895) | > grad_norm_0: tensor(12.8391, device='cuda:0') (tensor(15.3926, device='cuda:0')) | > loss_gen: 2.833648204803467 (2.8054892643174125) | > loss_kl: 1.4145972728729248 (1.5142031489913144) | > loss_feat: 7.679831027984619 (7.155242663710864) | > loss_mel: 24.474205017089844 (23.155254662926517) | > loss_duration: 2.1936874389648438 (2.1936901878954775) | > loss_1: 38.595970153808594 (36.82387981130116) | > grad_norm_1: tensor(327.4420, device='cuda:0') (tensor(158.0072, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.35 (0.3556198700150447) | > loader_time: 0.0035 (0.003409743309020996)  --> TIME: 2024-06-10 15:06:42 -- STEP: 159/330 -- GLOBAL_STEP: 89150 | > loss_disc: 2.194243907928467 (2.134961423633983) | > loss_disc_real_0: 0.13169531524181366 (0.12548898600932193) | > loss_disc_real_1: 0.23917420208454132 (0.20376616903820877) | > loss_disc_real_2: 0.2083808332681656 (0.2067803764868082) | > loss_disc_real_3: 0.1928701549768448 (0.2111228255543319) | > loss_disc_real_4: 0.1865079253911972 (0.1996443824573132) | > loss_disc_real_5: 0.2280239313840866 (0.206815131336638) | > loss_0: 2.194243907928467 (2.134961423633983) | > grad_norm_0: tensor(27.6320, device='cuda:0') (tensor(15.3500, device='cuda:0')) | > loss_gen: 2.7419559955596924 (2.803120164751256) | > loss_kl: 1.4299794435501099 (1.5010548642596362) | > loss_feat: 6.7578511238098145 (7.148310484376344) | > loss_mel: 22.889883041381836 (23.12414385237783) | > loss_duration: 2.17622709274292 (2.192891908141804) | > loss_1: 35.99589538574219 (36.76952112545757) | > grad_norm_1: tensor(287.6815, device='cuda:0') (tensor(157.8110, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.366 (0.3582863252867693) | > loader_time: 0.0042 (0.003485771095227896)  --> TIME: 2024-06-10 15:06:52 -- STEP: 184/330 -- GLOBAL_STEP: 89175 | > loss_disc: 2.202204704284668 (2.138521765885146) | > loss_disc_real_0: 0.11871017515659332 (0.12583033926784998) | > loss_disc_real_1: 0.23436257243156433 (0.20392266928177813) | > loss_disc_real_2: 0.2417803853750229 (0.2077898081068111) | > loss_disc_real_3: 0.21218694746494293 (0.21141597199375214) | > loss_disc_real_4: 0.21952946484088898 (0.19994128171516493) | > loss_disc_real_5: 0.2105650007724762 (0.20709612147639628) | > loss_0: 2.202204704284668 (2.138521765885146) | > grad_norm_0: tensor(5.6079, device='cuda:0') (tensor(14.6245, device='cuda:0')) | > loss_gen: 2.7340312004089355 (2.797580643840457) | > loss_kl: 1.4230536222457886 (1.48932407213294) | > loss_feat: 7.262639045715332 (7.152620730192765) | > loss_mel: 23.514301300048828 (23.115161460378886) | > loss_duration: 2.224402904510498 (2.196283801742223) | > loss_1: 37.15842819213867 (36.75097055020542) | > grad_norm_1: tensor(73.7499, device='cuda:0') (tensor(153.0373, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3851 (0.36071331604667345) | > loader_time: 0.004 (0.003597519967866981)  --> TIME: 2024-06-10 15:07:02 -- STEP: 209/330 -- GLOBAL_STEP: 89200 | > loss_disc: 2.057809591293335 (2.140037607348136) | > loss_disc_real_0: 0.12738244235515594 (0.1267134739380135) | > loss_disc_real_1: 0.2359263151884079 (0.20470830427402514) | > loss_disc_real_2: 0.18017956614494324 (0.20708082730405064) | > loss_disc_real_3: 0.17292070388793945 (0.21150827058479546) | > loss_disc_real_4: 0.15224069356918335 (0.19940313411671573) | > loss_disc_real_5: 0.19927625358104706 (0.2067725508692162) | > loss_0: 2.057809591293335 (2.140037607348136) | > grad_norm_0: tensor(8.3818, device='cuda:0') (tensor(13.8310, device='cuda:0')) | > loss_gen: 2.8636271953582764 (2.7957363322591084) | > loss_kl: 1.3481045961380005 (1.4815914533925398) | > loss_feat: 7.314785003662109 (7.182522995049873) | > loss_mel: 23.6503963470459 (23.13157859145168) | > loss_duration: 2.2355611324310303 (2.20070871667999) | > loss_1: 37.4124755859375 (36.79213793083814) | > grad_norm_1: tensor(54.4797, device='cuda:0') (tensor(144.4430, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.3781 (0.3634538182801608) | > loader_time: 0.006 (0.0037504588588002773)  --> TIME: 2024-06-10 15:07:12 -- STEP: 234/330 -- GLOBAL_STEP: 89225 | > loss_disc: 2.1131303310394287 (2.14041403012398) | > loss_disc_real_0: 0.1372067630290985 (0.12796921935728484) | > loss_disc_real_1: 0.23627977073192596 (0.2046738639473915) | > loss_disc_real_2: 0.1847371906042099 (0.20756027293510923) | > loss_disc_real_3: 0.21047116816043854 (0.21182104429373375) | > loss_disc_real_4: 0.22079312801361084 (0.20068593418751002) | > loss_disc_real_5: 0.24470505118370056 (0.20628387964943534) | > loss_0: 2.1131303310394287 (2.14041403012398) | > grad_norm_0: tensor(10.5064, device='cuda:0') (tensor(13.6542, device='cuda:0')) | > loss_gen: 2.8431386947631836 (2.7972888335203505) | > loss_kl: 1.3192652463912964 (1.4743760431933606) | > loss_feat: 7.6021575927734375 (7.19892066768092) | > loss_mel: 22.317785263061523 (23.108980806464814) | > loss_duration: 2.257713556289673 (2.2067753382218207) | > loss_1: 36.34006118774414 (36.786341496003) | > grad_norm_1: tensor(140.3092, device='cuda:0') (tensor(142.6174, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.414 (0.36677789789998644) | > loader_time: 0.0048 (0.003878952091575688)  --> TIME: 2024-06-10 15:07:22 -- STEP: 259/330 -- GLOBAL_STEP: 89250 | > loss_disc: 2.2896268367767334 (2.1409281473822577) | > loss_disc_real_0: 0.14930230379104614 (0.12835269901743276) | > loss_disc_real_1: 0.26560598611831665 (0.20484012601228294) | > loss_disc_real_2: 0.16182076930999756 (0.20672279636602142) | > loss_disc_real_3: 0.22365526854991913 (0.21255694985619844) | > loss_disc_real_4: 0.20183856785297394 (0.20025803821887744) | > loss_disc_real_5: 0.21821832656860352 (0.20618072698705445) | > loss_0: 2.2896268367767334 (2.1409281473822577) | > grad_norm_0: tensor(14.2657, device='cuda:0') (tensor(13.5846, device='cuda:0')) | > loss_gen: 2.770474910736084 (2.8030427698923344) | > loss_kl: 1.4873472452163696 (1.4686836427703327) | > loss_feat: 7.003260612487793 (7.230387218210228) | > loss_mel: 23.67049217224121 (23.086888626275368) | > loss_duration: 2.3044028282165527 (2.2124871793400844) | > loss_1: 37.23597717285156 (36.80148925192109) | > grad_norm_1: tensor(79.8803, device='cuda:0') (tensor(138.9237, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.413 (0.3712978390653162) | > loader_time: 0.0052 (0.004020348478928496)  --> TIME: 2024-06-10 15:07:33 -- STEP: 284/330 -- GLOBAL_STEP: 89275 | > loss_disc: 2.168473482131958 (2.14197011606794) | > loss_disc_real_0: 0.07947498559951782 (0.12827709246374358) | > loss_disc_real_1: 0.2063349187374115 (0.2053237239974485) | > loss_disc_real_2: 0.2579996883869171 (0.20725307839227392) | > loss_disc_real_3: 0.18219780921936035 (0.21155514499880895) | > loss_disc_real_4: 0.1906210035085678 (0.20000197355386232) | > loss_disc_real_5: 0.179860919713974 (0.205775282752346) | > loss_0: 2.168473482131958 (2.14197011606794) | > grad_norm_0: tensor(17.8125, device='cuda:0') (tensor(13.5802, device='cuda:0')) | > loss_gen: 2.8442530632019043 (2.797003803118853) | > loss_kl: 1.4554141759872437 (1.4687198136054294) | > loss_feat: 7.156972408294678 (7.252454796307523) | > loss_mel: 23.337501525878906 (23.062905909309915) | > loss_duration: 2.306798219680786 (2.220211010583691) | > loss_1: 37.10093688964844 (36.801295159568255) | > grad_norm_1: tensor(111.4988, device='cuda:0') (tensor(137.8841, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.4385 (0.3764468851223799) | > loader_time: 0.0061 (0.004170656204223633)  --> TIME: 2024-06-10 15:07:45 -- STEP: 309/330 -- GLOBAL_STEP: 89300 | > loss_disc: 2.049686908721924 (2.1433772408074923) | > loss_disc_real_0: 0.10946214199066162 (0.12904117432419926) | > loss_disc_real_1: 0.15954971313476562 (0.20556328240721738) | > loss_disc_real_2: 0.18903495371341705 (0.2072537981672967) | > loss_disc_real_3: 0.17893339693546295 (0.21230543889466993) | > loss_disc_real_4: 0.1243521049618721 (0.19984402522010708) | > loss_disc_real_5: 0.17393213510513306 (0.20591233820205365) | > loss_0: 2.049686908721924 (2.1433772408074923) | > grad_norm_0: tensor(15.0526, device='cuda:0') (tensor(13.7180, device='cuda:0')) | > loss_gen: 2.7735776901245117 (2.7976178096721847) | > loss_kl: 1.4468188285827637 (1.4675431872648717) | > loss_feat: 7.887418270111084 (7.2832222895329055) | > loss_mel: 23.48802375793457 (23.03462655644586) | > loss_duration: 2.4034180641174316 (2.230299153374238) | > loss_1: 37.99925994873047 (36.81330883927331) | > grad_norm_1: tensor(234.5101, device='cuda:0') (tensor(138.8418, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.4862 (0.38390306284512515) | > loader_time: 0.0069 (0.004349088977455705)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2594754695892334 (2.2594754695892334) | > loss_disc_real_0: 0.19602233171463013 (0.19602233171463013) | > loss_disc_real_1: 0.25468364357948303 (0.25468364357948303) | > loss_disc_real_2: 0.1857786923646927 (0.1857786923646927) | > loss_disc_real_3: 0.2172151803970337 (0.2172151803970337) | > loss_disc_real_4: 0.26839813590049744 (0.26839813590049744) | > loss_disc_real_5: 0.25052422285079956 (0.25052422285079956) | > loss_0: 2.2594754695892334 (2.2594754695892334) | > loss_gen: 2.630190372467041 (2.630190372467041) | > loss_kl: 1.1524121761322021 (1.1524121761322021) | > loss_feat: 4.37248420715332 (4.37248420715332) | > loss_mel: 20.569055557250977 (20.569055557250977) | > loss_duration: 2.8816089630126953 (2.8816089630126953) | > loss_1: 31.605751037597656 (31.605751037597656)  --> STEP: 1 | > loss_disc: 2.147944688796997 (2.147944688796997) | > loss_disc_real_0: 0.19857314229011536 (0.19857314229011536) | > loss_disc_real_1: 0.16197878122329712 (0.16197878122329712) | > loss_disc_real_2: 0.28542274236679077 (0.28542274236679077) | > loss_disc_real_3: 0.3199428915977478 (0.3199428915977478) | > loss_disc_real_4: 0.23664014041423798 (0.23664014041423798) | > loss_disc_real_5: 0.2329883724451065 (0.2329883724451065) | > loss_0: 2.147944688796997 (2.147944688796997) | > loss_gen: 2.9560024738311768 (2.9560024738311768) | > loss_kl: 2.647320508956909 (2.647320508956909) | > loss_feat: 5.963009834289551 (5.963009834289551) | > loss_mel: 25.312679290771484 (25.312679290771484) | > loss_duration: 2.2808566093444824 (2.2808566093444824) | > loss_1: 39.15987014770508 (39.15987014770508)  --> STEP: 2 | > loss_disc: 2.147768259048462 (2.1478564739227295) | > loss_disc_real_0: 0.10296259075403214 (0.15076786652207375) | > loss_disc_real_1: 0.2312995046377182 (0.19663914293050766) | > loss_disc_real_2: 0.25514698028564453 (0.27028486132621765) | > loss_disc_real_3: 0.30718323588371277 (0.3135630637407303) | > loss_disc_real_4: 0.2729876935482025 (0.25481391698122025) | > loss_disc_real_5: 0.2546282112598419 (0.2438082918524742) | > loss_0: 2.147768259048462 (2.1478564739227295) | > loss_gen: 3.0179810523986816 (2.986991763114929) | > loss_kl: 1.9721277952194214 (2.3097241520881653) | > loss_feat: 5.476959705352783 (5.719984769821167) | > loss_mel: 26.167434692382812 (25.74005699157715) | > loss_duration: 2.3853559494018555 (2.333106279373169) | > loss_1: 39.01986312866211 (39.089866638183594)  --> STEP: 3 | > loss_disc: 2.636047840118408 (2.310586929321289) | > loss_disc_real_0: 0.1837819367647171 (0.16177255660295486) | > loss_disc_real_1: 0.2377527356147766 (0.21034367382526398) | > loss_disc_real_2: 0.32661786675453186 (0.2890625298023224) | > loss_disc_real_3: 0.4649987518787384 (0.36404162645339966) | > loss_disc_real_4: 0.38538658618927 (0.2983381400505702) | > loss_disc_real_5: 0.36745309829711914 (0.2850232273340225) | > loss_0: 2.636047840118408 (2.310586929321289) | > loss_gen: 3.113487958908081 (3.0291571617126465) | > loss_kl: 1.9970759153366089 (2.20550807317098) | > loss_feat: 6.453575611114502 (5.964515050252278) | > loss_mel: 26.443452835083008 (25.97452227274577) | > loss_duration: 2.179245710372925 (2.2818194230397544) | > loss_1: 40.18683624267578 (39.45552317301432)  --> STEP: 4 | > loss_disc: 2.0922188758850098 (2.2559949159622192) | > loss_disc_real_0: 0.16950887441635132 (0.16370663605630398) | > loss_disc_real_1: 0.21782785654067993 (0.21221471950411797) | > loss_disc_real_2: 0.15070366859436035 (0.2544728145003319) | > loss_disc_real_3: 0.3022238314151764 (0.34858717769384384) | > loss_disc_real_4: 0.2402944266796112 (0.28382721170783043) | > loss_disc_real_5: 0.2485257089138031 (0.27589884772896767) | > loss_0: 2.0922188758850098 (2.2559949159622192) | > loss_gen: 2.9168496131896973 (3.001080274581909) | > loss_kl: 1.5087366104125977 (2.0313152074813843) | > loss_feat: 8.32647705078125 (6.5550055503845215) | > loss_mel: 24.56334114074707 (25.621726989746094) | > loss_duration: 2.2518086433410645 (2.274316728115082) | > loss_1: 39.56721496582031 (39.48344612121582)  --> STEP: 5 | > loss_disc: 2.4215970039367676 (2.289115333557129) | > loss_disc_real_0: 0.25930556654930115 (0.1828264221549034) | > loss_disc_real_1: 0.28088924288749695 (0.22594962418079376) | > loss_disc_real_2: 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loss_disc_real_5: 0.25141575932502747 (0.27608876675367355) | > loss_0: 2.2092082500457764 (2.275797486305237) | > loss_gen: 2.5741143226623535 (2.9522379636764526) | > loss_kl: 1.9513256549835205 (1.9505868554115295) | > loss_feat: 6.254371643066406 (6.359122673670451) | > loss_mel: 24.59907341003418 (24.860303560892742) | > loss_duration: 2.080780029296875 (2.250268340110779) | > loss_1: 37.45966720581055 (38.372520446777344)  --> STEP: 7 | > loss_disc: 2.337822437286377 (2.284658193588257) | > loss_disc_real_0: 0.15366090834140778 (0.16705728322267532) | > loss_disc_real_1: 0.242039293050766 (0.22952715201037271) | > loss_disc_real_2: 0.190293550491333 (0.21391309584890092) | > loss_disc_real_3: 0.3332110643386841 (0.32741452966417584) | > loss_disc_real_4: 0.3276562988758087 (0.29217106316770824) | > loss_disc_real_5: 0.35794565081596375 (0.28778260733400074) | > loss_0: 2.337822437286377 (2.284658193588257) | > loss_gen: 3.1452341079711914 (2.979808841432844) | > loss_kl: 1.4245684146881104 (1.8754413638796126) | > loss_feat: 6.026088714599609 (6.311546393803188) | > loss_mel: 25.647354125976562 (24.972739355904714) | > loss_duration: 2.374140739440918 (2.2679643971579417) | > loss_1: 38.61738586425781 (38.407501220703125)  --> STEP: 8 | > loss_disc: 2.3660836219787598 (2.2948363721370697) | > loss_disc_real_0: 0.21974056959152222 (0.17364269401878119) | > loss_disc_real_1: 0.28603896498680115 (0.23659112863242626) | > loss_disc_real_2: 0.2801647186279297 (0.22219454869627953) | > loss_disc_real_3: 0.32616621255874634 (0.32725849002599716) | > loss_disc_real_4: 0.18878337740898132 (0.2792476024478674) | > loss_disc_real_5: 0.18724240362644196 (0.2752150818705559) | > loss_0: 2.3660836219787598 (2.2948363721370697) | > loss_gen: 2.8626763820648193 (2.965167284011841) | > loss_kl: 2.247570276260376 (1.921957477927208) | > loss_feat: 8.400331497192383 (6.572644531726837) | > loss_mel: 25.805326461791992 (25.076812744140625) | > loss_duration: 2.2527194023132324 (2.266058772802353) | > loss_1: 41.56862258911133 (38.80264139175415)  --> STEP: 9 | > loss_disc: 2.128469228744507 (2.2763511339823403) | > loss_disc_real_0: 0.14717403054237366 (0.17070173141029146) | > loss_disc_real_1: 0.18765434622764587 (0.23115370836522844) | > loss_disc_real_2: 0.1989729404449463 (0.21961437000168693) | > loss_disc_real_3: 0.2657546401023865 (0.32042472892337376) | > loss_disc_real_4: 0.23983417451381683 (0.27486833267741734) | > loss_disc_real_5: 0.19459168612957 (0.2662569267882241) | > loss_0: 2.128469228744507 (2.2763511339823403) | > loss_gen: 2.7979588508605957 (2.946588569217258) | > loss_kl: 1.7245782613754272 (1.900026453865899) | > loss_feat: 8.439784049987793 (6.780104478200276) | > loss_mel: 26.195598602294922 (25.201122283935547) | > loss_duration: 2.1061618328094482 (2.2482924461364746) | > loss_1: 41.26408386230469 (39.0761349995931)  --> STEP: 10 | > loss_disc: 2.4847185611724854 (2.297187876701355) | > loss_disc_real_0: 0.34926268458366394 (0.18855782672762872) | > loss_disc_real_1: 0.27607759833335876 (0.23564609736204148) | > loss_disc_real_2: 0.20839683711528778 (0.21849261671304704) | > loss_disc_real_3: 0.32905733585357666 (0.32128798961639404) | > loss_disc_real_4: 0.2747816741466522 (0.2748596668243408) | > loss_disc_real_5: 0.2568430006504059 (0.2653155341744423) | > loss_0: 2.4847185611724854 (2.297187876701355) | > loss_gen: 2.8839004039764404 (2.9403197526931764) | > loss_kl: 1.4075822830200195 (1.850782036781311) | > loss_feat: 5.617368698120117 (6.663830900192261) | > loss_mel: 19.609683990478516 (24.641978454589843) | > loss_duration: 2.2687156200408936 (2.2503347635269164) | > loss_1: 31.787250518798828 (38.34724655151367)  --> STEP: 11 | > loss_disc: 3.0830636024475098 (2.36863112449646) | > loss_disc_real_0: 0.2254047989845276 (0.1919075514782559) | > loss_disc_real_1: 0.3015017509460449 (0.24163297496058725) | > loss_disc_real_2: 0.3174041509628296 (0.22748457437211816) | > loss_disc_real_3: 0.46622470021247864 (0.3344640542160381) | > loss_disc_real_4: 0.439780056476593 (0.2898524295200001) | > loss_disc_real_5: 0.38096216320991516 (0.275828864086758) | > loss_0: 3.0830636024475098 (2.36863112449646) | > loss_gen: 2.576953887939453 (2.9072864922610195) | > loss_kl: 1.6315840482711792 (1.8308549469167537) | > loss_feat: 4.313395977020264 (6.450154998085716) | > loss_mel: 20.69297218322754 (24.282977884465996) | > loss_duration: 2.4532628059387207 (2.268782767382535) | > loss_1: 31.668169021606445 (37.74005768515847)  --> STEP: 12 | > loss_disc: 2.18697452545166 (2.35349307457606) | > loss_disc_real_0: 0.20698697865009308 (0.1931641704092423) | > loss_disc_real_1: 0.23822472989559174 (0.24134895453850427) | > loss_disc_real_2: 0.1818602830171585 (0.2236825500925382) | > loss_disc_real_3: 0.28732284903526306 (0.3305356204509735) | > loss_disc_real_4: 0.24776223301887512 (0.28634491314490634) | > loss_disc_real_5: 0.2444751262664795 (0.2732160526017348) | > loss_0: 2.18697452545166 (2.35349307457606) | > loss_gen: 3.0633156299591064 (2.920288920402527) | > loss_kl: 1.512919306755066 (1.804360310236613) | > loss_feat: 7.117917060852051 (6.505801836649577) | > loss_mel: 24.615692138671875 (24.310704072316486) | > loss_duration: 2.1875951290130615 (2.2620171308517456) | > loss_1: 38.497440338134766 (37.80317290623983)  --> STEP: 13 | > loss_disc: 2.332329273223877 (2.3518650898566613) | > loss_disc_real_0: 0.16888752579689026 (0.19129673620829216) | > loss_disc_real_1: 0.21486130356788635 (0.2393114429253798) | > loss_disc_real_2: 0.21423834562301636 (0.2229560728256519) | > loss_disc_real_3: 0.3233838379383087 (0.3299854833346147) | > loss_disc_real_4: 0.3003719747066498 (0.2874239178804251) | > loss_disc_real_5: 0.3363024592399597 (0.2780688531123675) | > loss_0: 2.332329273223877 (2.3518650898566613) | > loss_gen: 3.1931111812591553 (2.941275248160729) | > loss_kl: 1.6294806003570557 (1.7909080248612623) | > loss_feat: 7.493824481964111 (6.5818035785968485) | > loss_mel: 22.150720596313477 (24.144551497239334) | > loss_duration: 2.125377893447876 (2.251506420282217) | > loss_1: 36.59251403808594 (37.71004530099722)  --> STEP: 14 | > loss_disc: 2.1359195709228516 (2.3364404099328175) | > loss_disc_real_0: 0.13604038953781128 (0.18734985430325782) | > loss_disc_real_1: 0.20570239424705505 (0.23691079659121378) | > loss_disc_real_2: 0.15951834619045258 (0.2184248066374234) | > loss_disc_real_3: 0.296010285615921 (0.3275586834975651) | > loss_disc_real_4: 0.2715289890766144 (0.28628856582301004) | > loss_disc_real_5: 0.18979133665561676 (0.2717633162225996) | > loss_0: 2.1359195709228516 (2.3364404099328175) | > loss_gen: 2.7529172897338867 (2.9278211082730974) | > loss_kl: 1.802142858505249 (1.79171051297869) | > loss_feat: 7.008563995361328 (6.612286465508597) | > loss_mel: 23.67452049255371 (24.1109778540475) | > loss_duration: 2.3732752799987793 (2.2602041959762573) | > loss_1: 37.61142349243164 (37.70300088609968)  --> STEP: 15 | > loss_disc: 2.5053653717041016 (2.347702074050903) | > loss_disc_real_0: 0.2636849284172058 (0.19243885924418766) | > loss_disc_real_1: 0.2882956266403198 (0.24033645192782085) | > loss_disc_real_2: 0.2589460015296936 (0.2211262196302414) | > loss_disc_real_3: 0.39390695095062256 (0.33198190132776895) | > loss_disc_real_4: 0.35689687728881836 (0.2909957865873973) | > loss_disc_real_5: 0.32515430450439453 (0.2753227154413859) | > loss_0: 2.5053653717041016 (2.347702074050903) | > loss_gen: 3.2859106063842773 (2.9516937414805096) | > loss_kl: 1.728955864906311 (1.7875268697738647) | > loss_feat: 7.0287699699401855 (6.640052032470703) | > loss_mel: 21.568918228149414 (23.941507212320964) | > loss_duration: 2.301466941833496 (2.2629550457000733) | > loss_1: 35.914024353027344 (37.58373578389486)  --> STEP: 16 | > loss_disc: 2.0582680702209473 (2.329612448811531) | > loss_disc_real_0: 0.15996356308460236 (0.1904091532342136) | > loss_disc_real_1: 0.18096677958965302 (0.23662584740668535) | > loss_disc_real_2: 0.19784805178642273 (0.21967133414000273) | > loss_disc_real_3: 0.3925875127315521 (0.3357697520405054) | > loss_disc_real_4: 0.26123180985450745 (0.28913553804159164) | > loss_disc_real_5: 0.2604082226753235 (0.274390559643507) | > loss_0: 2.0582680702209473 (2.329612448811531) | > loss_gen: 3.4776854515075684 (2.9845682233572006) | > loss_kl: 1.8268944025039673 (1.7899873405694962) | > loss_feat: 8.746773719787598 (6.771722137928009) | > loss_mel: 23.05324935913086 (23.885991096496582) | > loss_duration: 2.2942540645599365 (2.2649112343788147) | > loss_1: 39.39885711669922 (37.69718086719513)  --> STEP: 17 | > loss_disc: 2.1851534843444824 (2.3211148626664104) | > loss_disc_real_0: 0.2100994884967804 (0.1915674082496587) | > loss_disc_real_1: 0.25515052676200867 (0.23771553442758672) | > loss_disc_real_2: 0.16632722318172455 (0.216533445260104) | > loss_disc_real_3: 0.35509636998176575 (0.3369066119194031) | > loss_disc_real_4: 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(3.002496348487006) | > loss_kl: 1.3475925922393799 (1.7752344409624736) | > loss_feat: 7.378056049346924 (6.843134350246853) | > loss_mel: 23.818750381469727 (23.780319213867188) | > loss_duration: 2.221874713897705 (2.2690597110324435) | > loss_1: 37.9416618347168 (37.670244958665634)  --> STEP: 19 | > loss_disc: 2.2807154655456543 (2.32193744810004) | > loss_disc_real_0: 0.12691354751586914 (0.18712012744263598) | > loss_disc_real_1: 0.17984424531459808 (0.23429207739077115) | > loss_disc_real_2: 0.16863292455673218 (0.21557602129484477) | > loss_disc_real_3: 0.39789673686027527 (0.3410866495810057) | > loss_disc_real_4: 0.3475777804851532 (0.29032283158678757) | > loss_disc_real_5: 0.41980046033859253 (0.2824895766220595) | > loss_0: 2.2807154655456543 (2.32193744810004) | > loss_gen: 3.4721033573150635 (3.0272125068463778) | > loss_kl: 1.5307828187942505 (1.7623685661115145) | > loss_feat: 9.546174049377441 (6.985399597569516) | > loss_mel: 24.338796615600586 (23.80971276132684) | > loss_duration: 2.3510189056396484 (2.2733733528538753) | > loss_1: 41.23887634277344 (37.85806766309236)  --> STEP: 20 | > loss_disc: 2.17486572265625 (2.3145838618278503) | > loss_disc_real_0: 0.19144278764724731 (0.18733626045286655) | > loss_disc_real_1: 0.23635293543338776 (0.234395120292902) | > loss_disc_real_2: 0.21981705725193024 (0.21578807309269904) | > loss_disc_real_3: 0.28329646587371826 (0.3381971403956413) | > loss_disc_real_4: 0.266063928604126 (0.2891098864376545) | > loss_disc_real_5: 0.2937560975551605 (0.2830529026687145) | > loss_0: 2.17486572265625 (2.3145838618278503) | > loss_gen: 3.2896318435668945 (3.0403334736824035) | > loss_kl: 1.5765326023101807 (1.7530767679214478) | > loss_feat: 6.427639961242676 (6.957511615753174) | > loss_mel: 24.509401321411133 (23.844697189331054) | > loss_duration: 2.414799451828003 (2.280444657802582) | > loss_1: 38.21800231933594 (37.87606439590454)  --> STEP: 21 | > loss_disc: 2.3370511531829834 (2.3156537328447615) | > loss_disc_real_0: 0.17715223133563995 (0.18685130668537958) | > loss_disc_real_1: 0.18514759838581085 (0.23205000020208813) | > loss_disc_real_2: 0.27455514669418335 (0.21858650516896022) | > loss_disc_real_3: 0.36357736587524414 (0.3394057225613367) | > loss_disc_real_4: 0.3037969172000885 (0.28980926885491326) | > loss_disc_real_5: 0.249547079205513 (0.2814573872657049) | > loss_0: 2.3370511531829834 (2.3156537328447615) | > loss_gen: 3.1042633056640625 (3.043377751395816) | > loss_kl: 1.513561487197876 (1.7416712783631825) | > loss_feat: 6.640230655670166 (6.942402998606364) | > loss_mel: 23.907835006713867 (23.84770375206357) | > loss_duration: 2.1992385387420654 (2.276577699752081) | > loss_1: 37.36512756347656 (37.851734070550826)  --> STEP: 22 | > loss_disc: 2.036083936691284 (2.302946014837785) | > loss_disc_real_0: 0.09245884418487549 (0.18256074020808394) | > loss_disc_real_1: 0.19104942679405212 (0.23018633777445013) | > loss_disc_real_2: 0.2868088483810425 (0.2216875207695094) | > loss_disc_real_3: 0.3217145800590515 (0.33860157972032373) | > loss_disc_real_4: 0.16555221378803253 (0.28416122089732776) | > loss_disc_real_5: 0.20713305473327637 (0.2780790085142309) | > loss_0: 2.036083936691284 (2.302946014837785) | > loss_gen: 3.116325616836548 (3.0466935634613037) | > loss_kl: 1.4095388650894165 (1.726574350487102) | > loss_feat: 8.255556106567383 (7.002091776240956) | > loss_mel: 25.396686553955078 (23.918112061240457) | > loss_duration: 2.223707914352417 (2.2741745276884595) | > loss_1: 40.401817321777344 (37.96764694560658)  --> STEP: 23 | > loss_disc: 2.568875312805176 (2.314508158227672) | > loss_disc_real_0: 0.30371665954589844 (0.18782838887494543) | > loss_disc_real_1: 0.20004135370254517 (0.22887568629306296) | > loss_disc_real_2: 0.214723140001297 (0.22138472160567407) | > loss_disc_real_3: 0.3904716372489929 (0.3408567996128746) | > loss_disc_real_4: 0.41269707679748535 (0.2897497363712477) | > loss_disc_real_5: 0.38632097840309143 (0.2827851811180944) | > loss_0: 2.568875312805176 (2.314508158227672) | > loss_gen: 3.206293821334839 (3.053632705107979) | > loss_kl: 1.3715132474899292 (1.7111369112263555) | > loss_feat: 6.3117265701293945 (6.972075897714366) | > loss_mel: 22.231103897094727 (23.84476388019064) | > loss_duration: 2.3675293922424316 (2.27823343484298) | > loss_1: 35.4881706237793 (37.859843627266265)  --> STEP: 24 | > loss_disc: 2.4354591369628906 (2.319547782341639) | > loss_disc_real_0: 0.17052166163921356 (0.18710727524012327) | > loss_disc_real_1: 0.20402123034000397 (0.2278400839616855) | > loss_disc_real_2: 0.2514979839324951 (0.22263944086929163) | > loss_disc_real_3: 0.45764830708503723 (0.34572311242421466) | > loss_disc_real_4: 0.3071556091308594 (0.2904749810695648) | > loss_disc_real_5: 0.28436383605003357 (0.2828509584069252) | > loss_0: 2.4354591369628906 (2.319547782341639) | > loss_gen: 3.223184108734131 (3.0606973469257355) | > loss_kl: 1.8605735301971436 (1.717363437016805) | > loss_feat: 7.504988193511963 (6.994280576705933) | > loss_mel: 23.669883728027344 (23.837477207183838) | > loss_duration: 2.4471771717071533 (2.285272757212321) | > loss_1: 38.705806732177734 (37.89509208997091)  --> STEP: 25 | > loss_disc: 2.1522061824798584 (2.312854118347168) | > loss_disc_real_0: 0.2615116238594055 (0.19008344918489456) | > loss_disc_real_1: 0.22771282494068146 (0.22783499360084533) | > loss_disc_real_2: 0.1929093897342682 (0.2214502388238907) | > loss_disc_real_3: 0.32442155480384827 (0.3448710501194) | > loss_disc_real_4: 0.2304229885339737 (0.2880729013681412) | > loss_disc_real_5: 0.18510839343070984 (0.2789412558078766) | > loss_0: 2.1522061824798584 (2.312854118347168) | > loss_gen: 3.0656728744506836 (3.0608963680267336) | > loss_kl: 1.4606684446334839 (1.707095637321472) | > loss_feat: 7.478866100311279 (7.013663997650147) | > loss_mel: 22.35803985595703 (23.778299713134764) | > loss_duration: 2.4493062496185303 (2.2918340969085693) | > loss_1: 36.81255340576172 (37.85179054260254)  --> STEP: 26 | > loss_disc: 2.2570700645446777 (2.310708577816303) | > loss_disc_real_0: 0.12615042924880981 (0.18762448687966055) | > loss_disc_real_1: 0.23025400936603546 (0.22792803266873726) | > loss_disc_real_2: 0.14250615239143372 (0.2184139278072577) | > loss_disc_real_3: 0.1911003589630127 (0.3389567927672313) | > loss_disc_real_4: 0.18380267918109894 (0.2840625082071011) | > loss_disc_real_5: 0.1661355346441269 (0.27460257422465545) | > loss_0: 2.2570700645446777 (2.310708577816303) | > loss_gen: 2.512599229812622 (3.03980801655696) | > loss_kl: 1.725892186164856 (1.7078185815077562) | > loss_feat: 8.954904556274414 (7.088327096058772) | > loss_mel: 11.065382957458496 (23.289341376377987) | > loss_duration: 2.412968635559082 (2.296493117625897) | > loss_1: 26.671749114990234 (37.421788949232834) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023404268118051384 (+4.8371461721566974e-05) | > avg_loss_disc: 2.310708577816303 (+0.03766852158766598) | > avg_loss_disc_real_0: 0.18762448687966055 (+0.023242208820122928) | > avg_loss_disc_real_1: 0.22792803266873726 (+0.08813699134267294) | > avg_loss_disc_real_2: 0.2184139278072577 (-0.01399892425307861) | > avg_loss_disc_real_3: 0.3389567927672313 (+0.07394659261290842) | > avg_loss_disc_real_4: 0.2840625082071011 (+0.04238150182824871) | > avg_loss_disc_real_5: 0.27460257422465545 (-0.0644044503569603) | > avg_loss_0: 2.310708577816303 (+0.03766852158766598) | > avg_loss_gen: 3.03980801655696 (+0.14747505921583937) | > avg_loss_kl: 1.7078185815077562 (-0.10193995329049921) | > avg_loss_feat: 7.088327096058772 (+0.08640936704782298) | > avg_loss_mel: 23.289341376377987 (-1.1193420336796684) | > avg_loss_duration: 2.296493117625897 (+0.009304862755995291) | > avg_loss_1: 37.421788949232834 (-0.9780921936035156) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_89321.pth  > EPOCH: 4/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:08:24)   --> TIME: 2024-06-10 15:08:27 -- STEP: 4/330 -- GLOBAL_STEP: 89325 | > loss_disc: 2.3747076988220215 (2.3513084053993225) | > loss_disc_real_0: 0.15868519246578217 (0.14070948213338852) | > loss_disc_real_1: 0.21403604745864868 (0.21023933216929436) | > loss_disc_real_2: 0.2196420282125473 (0.22731367871165276) | > loss_disc_real_3: 0.22479888796806335 (0.2615649998188019) | > loss_disc_real_4: 0.18973465263843536 (0.25117718800902367) | > loss_disc_real_5: 0.1847223937511444 (0.2439134307205677) | > loss_0: 2.3747076988220215 (2.3513084053993225) | > grad_norm_0: tensor(14.3161, device='cuda:0') (tensor(13.7579, device='cuda:0')) | > loss_gen: 2.192064046859741 (2.457583427429199) | > loss_kl: 1.4424397945404053 (1.575568974018097) | > loss_feat: 5.8713297843933105 (5.636499524116516) | > loss_mel: 22.544889450073242 (23.25132703781128) | > loss_duration: 2.578547477722168 (2.5201780796051025) | > loss_1: 34.629268646240234 (35.44115734100342) | > grad_norm_1: tensor(61.2886, device='cuda:0') (tensor(104.7908, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3259 (0.327043354511261) | > loader_time: 0.0028 (0.002734363079071045)  --> TIME: 2024-06-10 15:08:35 -- STEP: 29/330 -- GLOBAL_STEP: 89350 | > loss_disc: 2.420447826385498 (2.216851809929157) | > loss_disc_real_0: 0.12942485511302948 (0.13644360853680246) | > loss_disc_real_1: 0.23561306297779083 (0.21664214288366251) | > loss_disc_real_2: 0.24076032638549805 (0.210552962175731) | > loss_disc_real_3: 0.251375287771225 (0.22115680626754103) | > loss_disc_real_4: 0.22362272441387177 (0.21593346061377688) | > loss_disc_real_5: 0.20082147419452667 (0.2127580683806847) | > loss_0: 2.420447826385498 (2.216851809929157) | > grad_norm_0: tensor(19.7553, device='cuda:0') (tensor(11.5819, device='cuda:0')) | > loss_gen: 2.5248217582702637 (2.683862020229471) | > loss_kl: 1.467614769935608 (1.5399823682061557) | > loss_feat: 6.575446128845215 (6.647031290777798) | > loss_mel: 23.61882972717285 (23.175148273336475) | > loss_duration: 2.2178955078125 (2.2755751938655457) | > loss_1: 36.40460968017578 (36.3215991053088) | > grad_norm_1: tensor(126.7774, device='cuda:0') (tensor(109.2433, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3501 (0.3425793976619325) | > loader_time: 0.0035 (0.0030285736610149517)  --> TIME: 2024-06-10 15:08:44 -- STEP: 54/330 -- GLOBAL_STEP: 89375 | > loss_disc: 2.150911808013916 (2.197489588348953) | > loss_disc_real_0: 0.15695007145404816 (0.1349587072100904) | > loss_disc_real_1: 0.2760035991668701 (0.21624200735931043) | > loss_disc_real_2: 0.20094670355319977 (0.20699037942621443) | > loss_disc_real_3: 0.21114999055862427 (0.21857793849927407) | > loss_disc_real_4: 0.2639954388141632 (0.210861475241405) | > loss_disc_real_5: 0.22946518659591675 (0.2130323733996462) | > loss_0: 2.150911808013916 (2.197489588348953) | > grad_norm_0: tensor(7.9704, device='cuda:0') (tensor(11.5709, device='cuda:0')) | > loss_gen: 3.0969343185424805 (2.748318323382625) | > loss_kl: 1.4170156717300415 (1.5222202561519764) | > loss_feat: 7.684165954589844 (6.906481133566962) | > loss_mel: 23.740882873535156 (23.125864523428465) | > loss_duration: 2.145176887512207 (2.2216803276980364) | > loss_1: 38.08417510986328 (36.524564743042) | > grad_norm_1: tensor(222.9404, device='cuda:0') (tensor(113.4563, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3498 (0.349049824255484) | > loader_time: 0.0034 (0.0032047254067880137)  --> TIME: 2024-06-10 15:08:54 -- STEP: 79/330 -- GLOBAL_STEP: 89400 | > loss_disc: 2.1548027992248535 (2.175864633125594) | > loss_disc_real_0: 0.11760476231575012 (0.12889929125203356) | > loss_disc_real_1: 0.21217426657676697 (0.21148365189003038) | > loss_disc_real_2: 0.2506396174430847 (0.20670087692103803) | > loss_disc_real_3: 0.23211881518363953 (0.21336488614353952) | > loss_disc_real_4: 0.2032543271780014 (0.20783247185658804) | > loss_disc_real_5: 0.17893731594085693 (0.2095137987333008) | > loss_0: 2.1548027992248535 (2.175864633125594) | > grad_norm_0: tensor(19.8469, device='cuda:0') (tensor(13.4891, device='cuda:0')) | > loss_gen: 2.812495708465576 (2.764274437216264) | > loss_kl: 1.4629849195480347 (1.5113431019119068) | > loss_feat: 7.06182336807251 (7.0176961210709585) | > loss_mel: 22.300151824951172 (22.980863160724887) | > loss_duration: 2.1361937522888184 (2.2007144523572313) | > loss_1: 35.77364730834961 (36.47489127629922) | > grad_norm_1: tensor(236.4563, device='cuda:0') (tensor(140.5850, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3657 (0.35298655908319) | > loader_time: 0.0035 (0.0033547123776206493)  --> TIME: 2024-06-10 15:09:03 -- STEP: 104/330 -- GLOBAL_STEP: 89425 | > loss_disc: 2.0332210063934326 (2.169445982346167) | > loss_disc_real_0: 0.12580063939094543 (0.1287402297871617) | > loss_disc_real_1: 0.15058493614196777 (0.20978038407002503) | > loss_disc_real_2: 0.2127663940191269 (0.20593329705297944) | > loss_disc_real_3: 0.2292085587978363 (0.2127152681350708) | > loss_disc_real_4: 0.19105690717697144 (0.206594904884696) | > loss_disc_real_5: 0.1980256289243698 (0.20957250262682253) | > loss_0: 2.0332210063934326 (2.169445982346167) | > grad_norm_0: tensor(13.4843, device='cuda:0') (tensor(13.5544, device='cuda:0')) | > loss_gen: 2.7521326541900635 (2.7562556885755987) | > loss_kl: 1.5686651468276978 (1.49805493079699) | > loss_feat: 7.681771278381348 (7.0110651300503655) | > loss_mel: 23.214889526367188 (22.91173206842863) | > loss_duration: 2.1943042278289795 (2.1927985571897946) | > loss_1: 37.41176223754883 (36.36990631543676) | > grad_norm_1: tensor(59.2737, device='cuda:0') (tensor(145.0793, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3517 (0.35616178466723486) | > loader_time: 0.0041 (0.003486857964442327)  --> TIME: 2024-06-10 15:09:12 -- STEP: 129/330 -- GLOBAL_STEP: 89450 | > loss_disc: 1.9913331270217896 (2.1683456001355665) | > loss_disc_real_0: 0.121440589427948 (0.12812779012114503) | > loss_disc_real_1: 0.15242363512516022 (0.208857903473599) | > loss_disc_real_2: 0.2205391824245453 (0.20668046857959538) | > loss_disc_real_3: 0.1935604363679886 (0.21174806414186492) | > loss_disc_real_4: 0.14827345311641693 (0.20474420903727067) | > loss_disc_real_5: 0.19319124519824982 (0.20883150583551835) | > loss_0: 1.9913331270217896 (2.1683456001355665) | > grad_norm_0: tensor(17.8471, device='cuda:0') (tensor(13.2522, device='cuda:0')) | > loss_gen: 2.9266622066497803 (2.743983436924543) | > loss_kl: 1.2459282875061035 (1.483539248621741) | > loss_feat: 7.351417064666748 (6.993774754132411) | > loss_mel: 23.092735290527344 (22.902308708013493) | > loss_duration: 2.1458394527435303 (2.188318592633388) | > loss_1: 36.76258087158203 (36.31192457213885) | > grad_norm_1: tensor(122.0284, device='cuda:0') (tensor(141.0566, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3826 (0.35867286837378193) | > loader_time: 0.0037 (0.0036079939021620645)  --> TIME: 2024-06-10 15:09:22 -- STEP: 154/330 -- GLOBAL_STEP: 89475 | > loss_disc: 2.3240866661071777 (2.164904119906487) | > loss_disc_real_0: 0.15966209769248962 (0.12784774833685386) | > loss_disc_real_1: 0.16659574210643768 (0.2078496062426598) | > loss_disc_real_2: 0.205087348818779 (0.2076344196866084) | > loss_disc_real_3: 0.2518966495990753 (0.21212876384908502) | > loss_disc_real_4: 0.2239726185798645 (0.20426138567847085) | > loss_disc_real_5: 0.19835509359836578 (0.20886580752474918) | > loss_0: 2.3240866661071777 (2.164904119906487) | > grad_norm_0: tensor(6.6722, device='cuda:0') (tensor(12.7772, device='cuda:0')) | > loss_gen: 2.598428726196289 (2.7528479346981296) | > loss_kl: 1.2942161560058594 (1.472668085779462) | > loss_feat: 6.604452610015869 (7.043627698700149) | > loss_mel: 21.815921783447266 (22.867078880210975) | > loss_duration: 2.1777215003967285 (2.1870718358399026) | > loss_1: 34.49074172973633 (36.32329425564063) | > grad_norm_1: tensor(77.4646, device='cuda:0') (tensor(134.4215, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3689 (0.3611428536377942) | > loader_time: 0.0047 (0.003729012105372045)  --> TIME: 2024-06-10 15:09:32 -- STEP: 179/330 -- GLOBAL_STEP: 89500 | > loss_disc: 2.28588604927063 (2.1673140798867077) | > loss_disc_real_0: 0.09338589012622833 (0.12687458306051494) | > loss_disc_real_1: 0.17693191766738892 (0.20770669653595492) | > loss_disc_real_2: 0.2081819474697113 (0.20841481490841118) | > loss_disc_real_3: 0.17538779973983765 (0.2129816372134832) | > loss_disc_real_4: 0.18540003895759583 (0.20448878931932604) | > loss_disc_real_5: 0.23573876917362213 (0.2085141885879985) | > loss_0: 2.28588604927063 (2.1673140798867077) | > grad_norm_0: tensor(7.3711, device='cuda:0') (tensor(12.4176, device='cuda:0')) | > loss_gen: 2.516136646270752 (2.752039034273371) | > loss_kl: 1.566138505935669 (1.4721368624511375) | > loss_feat: 7.5977582931518555 (7.060228411711794) | > loss_mel: 24.034574508666992 (22.87241734339538) | > loss_duration: 2.2143335342407227 (2.1894637219732687) | > loss_1: 37.92893981933594 (36.34628513272249) | > grad_norm_1: tensor(114.0890, device='cuda:0') (tensor(126.8097, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3806 (0.3639063568754569) | > loader_time: 0.0051 (0.0038449324709077123) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_89500.pth  --> TIME: 2024-06-10 15:09:47 -- STEP: 204/330 -- GLOBAL_STEP: 89525 | > loss_disc: 2.191673994064331 (2.164885133504868) | > loss_disc_real_0: 0.116814523935318 (0.1270825691594211) | > loss_disc_real_1: 0.2506049871444702 (0.20776579466958842) | > loss_disc_real_2: 0.24451522529125214 (0.2088267196188954) | > loss_disc_real_3: 0.20315654575824738 (0.21243378023306528) | > loss_disc_real_4: 0.20031417906284332 (0.2031378041149354) | > loss_disc_real_5: 0.18678046762943268 (0.20779401546015455) | > loss_0: 2.191673994064331 (2.164885133504868) | > grad_norm_0: tensor(9.7397, device='cuda:0') (tensor(12.3130, device='cuda:0')) | > loss_gen: 2.9348788261413574 (2.758871472349354) | > loss_kl: 1.505555510520935 (1.4704172506051902) | > loss_feat: 7.708713531494141 (7.103585411520565) | > loss_mel: 22.875534057617188 (22.85671559502097) | > loss_duration: 2.179401397705078 (2.1945665385208875) | > loss_1: 37.20408248901367 (36.38415607751586) | > grad_norm_1: tensor(61.5297, device='cuda:0') (tensor(123.9034, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3768 (0.36766502670213286) | > loader_time: 0.0052 (0.0039746036716535975)  --> TIME: 2024-06-10 15:09:57 -- STEP: 229/330 -- GLOBAL_STEP: 89550 | > loss_disc: 2.105701446533203 (2.162680357824769) | > loss_disc_real_0: 0.140204519033432 (0.1262594992742266) | > loss_disc_real_1: 0.2213037610054016 (0.2085077339319683) | > loss_disc_real_2: 0.22055873274803162 (0.20900961600536858) | > loss_disc_real_3: 0.18990999460220337 (0.2130269697139357) | > loss_disc_real_4: 0.1801207810640335 (0.20290479747228743) | > loss_disc_real_5: 0.20311391353607178 (0.208077099450811) | > loss_0: 2.105701446533203 (2.162680357824769) | > grad_norm_0: tensor(12.5278, device='cuda:0') (tensor(12.3533, device='cuda:0')) | > loss_gen: 3.1161794662475586 (2.769918487582144) | > loss_kl: 1.4713555574417114 (1.4662260322071057) | > loss_feat: 7.519424915313721 (7.142288578649795) | > loss_mel: 23.47121810913086 (22.86152773028378) | > loss_duration: 2.2653708457946777 (2.200391996375338) | > loss_1: 37.84354782104492 (36.44035264394172) | > grad_norm_1: tensor(273.1598, device='cuda:0') (tensor(123.5539, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.3907 (0.3708142880269013) | > loader_time: 0.0052 (0.0040977990262893605)  --> TIME: 2024-06-10 15:10:07 -- STEP: 254/330 -- GLOBAL_STEP: 89575 | > loss_disc: 1.9299039840698242 (2.166337495244396) | > loss_disc_real_0: 0.07638494670391083 (0.12727631109319323) | > loss_disc_real_1: 0.19218800961971283 (0.20820986699518257) | > loss_disc_real_2: 0.22016601264476776 (0.20824419542795086) | > loss_disc_real_3: 0.1632750928401947 (0.2146605934918396) | > loss_disc_real_4: 0.15443401038646698 (0.20454314515346614) | > loss_disc_real_5: 0.18938608467578888 (0.2086928822393492) | > loss_0: 1.9299039840698242 (2.166337495244396) | > grad_norm_0: tensor(7.6239, device='cuda:0') (tensor(13.3854, device='cuda:0')) | > loss_gen: 2.7142224311828613 (2.770987534147548) | > loss_kl: 1.4633855819702148 (1.4625646457897394) | > loss_feat: 8.069250106811523 (7.152096898536983) | > loss_mel: 22.944149017333984 (22.812576023612436) | > loss_duration: 2.212515354156494 (2.2053588919752225) | > loss_1: 37.40352249145508 (36.403583811962726) | > grad_norm_1: tensor(88.3433, device='cuda:0') (tensor(130.0885, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.4124 (0.3738408867768415) | > loader_time: 0.0052 (0.004225692411107341)  --> TIME: 2024-06-10 15:10:18 -- STEP: 279/330 -- GLOBAL_STEP: 89600 | > loss_disc: 2.234804630279541 (2.165508938946606) | > loss_disc_real_0: 0.20316340029239655 (0.12743665820061081) | > loss_disc_real_1: 0.23274575173854828 (0.2090565702981419) | > loss_disc_real_2: 0.20720796287059784 (0.20796637584231656) | > loss_disc_real_3: 0.261802077293396 (0.21437450960331922) | > loss_disc_real_4: 0.21605388820171356 (0.2043937936051344) | > loss_disc_real_5: 0.21035121381282806 (0.20810809790233556) | > loss_0: 2.234804630279541 (2.165508938946606) | > grad_norm_0: tensor(12.0183, device='cuda:0') (tensor(13.4122, device='cuda:0')) | > loss_gen: 3.1737303733825684 (2.7724859765780865) | > loss_kl: 1.3724604845046997 (1.4577367190391783) | > loss_feat: 8.374908447265625 (7.182074415213745) | > loss_mel: 23.040430068969727 (22.75379105708078) | > loss_duration: 2.2721469402313232 (2.2126698741776116) | > loss_1: 38.23367691040039 (36.37875787331642) | > grad_norm_1: tensor(82.8146, device='cuda:0') (tensor(131.7531, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.4239 (0.3783847584946609) | > loader_time: 0.0063 (0.0043798304800491605)  --> TIME: 2024-06-10 15:10:30 -- STEP: 304/330 -- GLOBAL_STEP: 89625 | > loss_disc: 1.9829522371292114 (2.1646118516984747) | > loss_disc_real_0: 0.14480727910995483 (0.12756054032299852) | > loss_disc_real_1: 0.1559118926525116 (0.20917855301185648) | > loss_disc_real_2: 0.18079409003257751 (0.20863438667239323) | > loss_disc_real_3: 0.23658066987991333 (0.21435788768882813) | > loss_disc_real_4: 0.19709262251853943 (0.2034908133117775) | > loss_disc_real_5: 0.17572912573814392 (0.20738852680905873) | > loss_0: 1.9829522371292114 (2.1646118516984747) | > grad_norm_0: tensor(9.5337, device='cuda:0') (tensor(13.4610, device='cuda:0')) | > loss_gen: 2.8802688121795654 (2.76861292829639) | > loss_kl: 1.6578415632247925 (1.459248574548645) | > loss_feat: 8.9419527053833 (7.2049361922239) | > loss_mel: 22.60459327697754 (22.725220479463275) | > loss_duration: 2.33878231048584 (2.221739597226444) | > loss_1: 38.423439025878906 (36.379757630197645) | > grad_norm_1: tensor(226.4516, device='cuda:0') (tensor(133.4196, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.4764 (0.38484756883821986) | > loader_time: 0.0073 (0.004557786019224869)  --> TIME: 2024-06-10 15:10:57 -- STEP: 329/330 -- GLOBAL_STEP: 89650 | > loss_disc: 2.162625789642334 (2.163945665475446) | > loss_disc_real_0: 0.24846100807189941 (0.1286999878097087) | > loss_disc_real_1: 0.20587292313575745 (0.2091463929251696) | > loss_disc_real_2: 0.2325442135334015 (0.20797542172362374) | > loss_disc_real_3: 0.23886802792549133 (0.21444828332738675) | > loss_disc_real_4: 0.17010977864265442 (0.20356187686369404) | > loss_disc_real_5: 0.14461858570575714 (0.20706068011040382) | > loss_0: 2.162625789642334 (2.163945665475446) | > grad_norm_0: tensor(12.0024, device='cuda:0') (tensor(13.3806, device='cuda:0')) | > loss_gen: 3.3761396408081055 (2.7775861767650016) | > loss_kl: 1.808985710144043 (1.4717118877770319) | > loss_feat: 13.024479866027832 (7.358872870181469) | > loss_mel: 22.41643524169922 (22.692680300912595) | > loss_duration: 2.338902473449707 (2.234346050621892) | > loss_1: 42.964942932128906 (36.53519717973057) | > grad_norm_1: tensor(122.5926, device='cuda:0') (tensor(131.2233, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 13.9078 (0.43915823672680127) | > loader_time: 0.0329 (0.005007791664100345)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8229191303253174 (2.8229191303253174) | > loss_disc_real_0: 0.21514523029327393 (0.21514523029327393) | > loss_disc_real_1: 0.24859239161014557 (0.24859239161014557) | > loss_disc_real_2: 0.2869367003440857 (0.2869367003440857) | > loss_disc_real_3: 0.40174347162246704 (0.40174347162246704) | > loss_disc_real_4: 0.2976205050945282 (0.2976205050945282) | > loss_disc_real_5: 0.3854106366634369 (0.3854106366634369) | > loss_0: 2.8229191303253174 (2.8229191303253174) | > loss_gen: 2.515411853790283 (2.515411853790283) | > loss_kl: 0.4997122585773468 (0.4997122585773468) | > loss_feat: 3.903158664703369 (3.903158664703369) | > loss_mel: 18.31252670288086 (18.31252670288086) | > loss_duration: 2.9110655784606934 (2.9110655784606934) | > loss_1: 28.141874313354492 (28.141874313354492)  --> STEP: 1 | > loss_disc: 2.6265430450439453 (2.6265430450439453) | > loss_disc_real_0: 0.22949329018592834 (0.22949329018592834) | > loss_disc_real_1: 0.24239447712898254 (0.24239447712898254) | > loss_disc_real_2: 0.3547346591949463 (0.3547346591949463) | > loss_disc_real_3: 0.30605360865592957 (0.30605360865592957) | > loss_disc_real_4: 0.28454187512397766 (0.28454187512397766) | > loss_disc_real_5: 0.3142808675765991 (0.3142808675765991) | > loss_0: 2.6265430450439453 (2.6265430450439453) | > loss_gen: 2.637937068939209 (2.637937068939209) | > loss_kl: 1.8580982685089111 (1.8580982685089111) | > loss_feat: 3.843606472015381 (3.843606472015381) | > loss_mel: 21.057044982910156 (21.057044982910156) | > loss_duration: 2.3481709957122803 (2.3481709957122803) | > loss_1: 31.74485969543457 (31.74485969543457)  --> STEP: 2 | > loss_disc: 2.5344667434692383 (2.580504894256592) | > loss_disc_real_0: 0.17811301350593567 (0.203803151845932) | > loss_disc_real_1: 0.37090373039245605 (0.3066491037607193) | > loss_disc_real_2: 0.38806819915771484 (0.37140142917633057) | > loss_disc_real_3: 0.34329405426979065 (0.3246738314628601) | > loss_disc_real_4: 0.33332541584968567 (0.30893364548683167) | > loss_disc_real_5: 0.2725578546524048 (0.29341936111450195) | > loss_0: 2.5344667434692383 (2.580504894256592) | > loss_gen: 3.381469964981079 (3.009703516960144) | > loss_kl: 1.827139139175415 (1.842618703842163) | > loss_feat: 5.809771537780762 (4.826689004898071) | > loss_mel: 23.651973724365234 (22.354509353637695) | > loss_duration: 2.337130546569824 (2.3426507711410522) | > loss_1: 37.007484436035156 (34.37617206573486)  --> STEP: 3 | > loss_disc: 3.1466128826141357 (2.76920755704244) | > loss_disc_real_0: 0.28616270422935486 (0.23125633597373962) | > loss_disc_real_1: 0.266025185585022 (0.2931077977021535) | > loss_disc_real_2: 0.38097071647644043 (0.3745911916097005) | > loss_disc_real_3: 0.5701156258583069 (0.40648776292800903) | > loss_disc_real_4: 0.6661633253097534 (0.4280102054278056) | > loss_disc_real_5: 0.5011512041091919 (0.3626633087793986) | > loss_0: 3.1466128826141357 (2.76920755704244) | > loss_gen: 4.1951093673706055 (3.404838800430298) | > loss_kl: 1.7489535808563232 (1.8113969961802165) | > loss_feat: 7.520359992980957 (5.724579334259033) | > loss_mel: 24.912668228149414 (23.207228978474934) | > loss_duration: 2.1946847438812256 (2.2933287620544434) | > loss_1: 40.57177734375 (36.44137382507324)  --> STEP: 4 | > loss_disc: 2.1483874320983887 (2.614002525806427) | > loss_disc_real_0: 0.23854179680347443 (0.23307770118117332) | > loss_disc_real_1: 0.24491453170776367 (0.28105948120355606) | > loss_disc_real_2: 0.22379346191883087 (0.3368917591869831) | > loss_disc_real_3: 0.3502715528011322 (0.3924337103962898) | > loss_disc_real_4: 0.26218506693840027 (0.38655392080545425) | > loss_disc_real_5: 0.20999135076999664 (0.3244953192770481) | > loss_0: 2.1483874320983887 (2.614002525806427) | > loss_gen: 3.452810764312744 (3.4168317914009094) | > loss_kl: 1.5447522401809692 (1.7447358071804047) | > loss_feat: 8.573450088500977 (6.436797022819519) | > loss_mel: 25.13631820678711 (23.68950128555298) | > loss_duration: 2.307579755783081 (2.296891510486603) | > loss_1: 41.01491165161133 (37.584758281707764)  --> STEP: 5 | > loss_disc: 2.816519021987915 (2.6545058250427247) | > loss_disc_real_0: 0.2629603147506714 (0.23905422389507294) | > loss_disc_real_1: 0.3617667853832245 (0.29720094203948977) | > loss_disc_real_2: 0.2879054546356201 (0.3270944982767105) | > loss_disc_real_3: 0.37377676367759705 (0.38870232105255126) | > loss_disc_real_4: 0.32657548785209656 (0.37455823421478274) | > loss_disc_real_5: 0.3175303339958191 (0.3231023222208023) | > loss_0: 2.816519021987915 (2.6545058250427247) | > loss_gen: 3.093857765197754 (3.3522369861602783) | > loss_kl: 1.0433011054992676 (1.6044488668441772) | > loss_feat: 6.362483501434326 (6.421934318542481) | > loss_mel: 23.92388916015625 (23.736378860473632) | > loss_duration: 2.3770453929901123 (2.3129222869873045) | > loss_1: 36.800575256347656 (37.42792167663574)  --> STEP: 6 | > loss_disc: 2.240323781967163 (2.585475484530131) | > loss_disc_real_0: 0.17349773645401 (0.22812814265489578) | > loss_disc_real_1: 0.27501001954078674 (0.29350245495637256) | > loss_disc_real_2: 0.2494262456893921 (0.31414978951215744) | > loss_disc_real_3: 0.28223490715026855 (0.37095775206883747) | > loss_disc_real_4: 0.2574290931224823 (0.3550367106993993) | > loss_disc_real_5: 0.23007643222808838 (0.30759800722201663) | > loss_0: 2.240323781967163 (2.585475484530131) | > loss_gen: 3.2774572372436523 (3.339773694674174) | > loss_kl: 1.8005138635635376 (1.637126366297404) | > loss_feat: 6.496429920196533 (6.434350252151489) | > loss_mel: 24.38446617126465 (23.844393412272137) | > loss_duration: 2.131410837173462 (2.2826703786849976) | > loss_1: 38.09028244018555 (37.53831513722738)  --> STEP: 7 | > loss_disc: 2.211102247238159 (2.5319935934884206) | > loss_disc_real_0: 0.07511452585458755 (0.20626905454056604) | > loss_disc_real_1: 0.40270596742630005 (0.3091029567377908) | > loss_disc_real_2: 0.1996239721775055 (0.29778895846435) | > loss_disc_real_3: 0.2866749167442322 (0.3589173470224653) | > loss_disc_real_4: 0.34736543893814087 (0.35394081473350525) | > loss_disc_real_5: 0.24483968317508698 (0.29863253235816956) | > loss_0: 2.211102247238159 (2.5319935934884206) | > loss_gen: 3.4788029193878174 (3.3596350124904086) | > loss_kl: 1.620856761932373 (1.6348021371023995) | > loss_feat: 7.4528489112854 (6.579850060599191) | > loss_mel: 25.649629592895508 (24.102284295218332) | > loss_duration: 2.4469006061553955 (2.3061318397521973) | > loss_1: 40.6490364074707 (37.98270389011928)  --> STEP: 8 | > loss_disc: 2.3673133850097656 (2.511408567428589) | > loss_disc_real_0: 0.1470077484846115 (0.19886139128357172) | > loss_disc_real_1: 0.32054781913757324 (0.3105335645377636) | > loss_disc_real_2: 0.2861785292625427 (0.2963376548141241) | > loss_disc_real_3: 0.3356880247592926 (0.3560136817395687) | > loss_disc_real_4: 0.3466603755950928 (0.3530307598412037) | > loss_disc_real_5: 0.33852195739746094 (0.303618710488081) | > loss_0: 2.3673133850097656 (2.511408567428589) | > loss_gen: 3.9684720039367676 (3.4357396364212036) | > loss_kl: 1.8386411666870117 (1.660282015800476) | > loss_feat: 10.248414993286133 (7.038420677185059) | > loss_mel: 23.584239959716797 (24.03752875328064) | > loss_duration: 2.2398715019226074 (2.2978492975234985) | > loss_1: 41.879638671875 (38.469820737838745)  --> STEP: 9 | > loss_disc: 2.8339462280273438 (2.547246085272895) | > loss_disc_real_0: 0.24630773067474365 (0.20413320677147972) | > loss_disc_real_1: 0.3729705214500427 (0.3174710041946835) | > loss_disc_real_2: 0.37072068452835083 (0.3046024358934826) | > loss_disc_real_3: 0.41514426469802856 (0.3625837465127309) | > loss_disc_real_4: 0.390805721282959 (0.3572279777791765) | > loss_disc_real_5: 0.42976391315460205 (0.31763484411769444) | > loss_0: 2.8339462280273438 (2.547246085272895) | > loss_gen: 3.5045981407165527 (3.443390581342909) | > loss_kl: 1.952731966972351 (1.6927764548195734) | > loss_feat: 9.11622142791748 (7.2692874272664385) | > loss_mel: 25.495431900024414 (24.199517991807724) | > loss_duration: 2.163031816482544 (2.282869577407837) | > loss_1: 42.23201370239258 (38.88784217834473)  --> STEP: 10 | > loss_disc: 3.2840704917907715 (2.6209285259246826) | > loss_disc_real_0: 0.2598452568054199 (0.20970441177487373) | > loss_disc_real_1: 0.39772018790245056 (0.3254959225654602) | > loss_disc_real_2: 0.40177416801452637 (0.314319609105587) | > loss_disc_real_3: 0.4572713375091553 (0.37205250561237335) | > loss_disc_real_4: 0.4234035611152649 (0.36384553611278536) | > loss_disc_real_5: 0.6068975329399109 (0.3465611129999161) | > loss_0: 3.2840704917907715 (2.6209285259246826) | > loss_gen: 3.090144634246826 (3.408065986633301) | > loss_kl: 1.8127222061157227 (1.7047710299491883) | > loss_feat: 5.254528522491455 (7.06781153678894) | > loss_mel: 22.512767791748047 (24.030842971801757) | > loss_duration: 2.2907767295837402 (2.2836602926254272) | > loss_1: 34.9609375 (38.49515171051026)  --> STEP: 11 | > loss_disc: 2.742816209793091 (2.6320092244581743) | > loss_disc_real_0: 0.20486438274383545 (0.20926440913568845) | > loss_disc_real_1: 0.26911604404449463 (0.32037047906355426) | > loss_disc_real_2: 0.3077220022678375 (0.3137198266657916) | > loss_disc_real_3: 0.35063841938972473 (0.37010577050122345) | > loss_disc_real_4: 0.2892119288444519 (0.357060662724755) | > loss_disc_real_5: 0.3892531991004944 (0.3504422117363323) | > loss_0: 2.742816209793091 (2.6320092244581743) | > loss_gen: 2.6782634258270264 (3.341720299287276) | > loss_kl: 1.8029448986053467 (1.713695927099748) | > loss_feat: 4.703378200531006 (6.852863051674583) | > loss_mel: 20.990745544433594 (23.754470478404652) | > loss_duration: 2.4155807495117188 (2.295653061433272) | > loss_1: 32.590911865234375 (37.95840263366699)  --> STEP: 12 | > loss_disc: 2.2978923320770264 (2.6041661500930786) | > loss_disc_real_0: 0.25520530343055725 (0.21309281699359417) | > loss_disc_real_1: 0.34251219034194946 (0.32221562167008716) | > loss_disc_real_2: 0.21168571710586548 (0.30521698420246446) | > loss_disc_real_3: 0.3281952142715454 (0.3666132241487503) | > loss_disc_real_4: 0.2755589783191681 (0.3502688556909561) | > loss_disc_real_5: 0.29432401061058044 (0.34576569497585297) | > loss_0: 2.2978923320770264 (2.6041661500930786) | > loss_gen: 3.5641415119171143 (3.360255400339762) | > loss_kl: 1.7872689962387085 (1.7198270161946614) | > loss_feat: 7.235415935516357 (6.884742458661397) | > loss_mel: 24.34475326538086 (23.803660710652668) | > loss_duration: 2.190847396850586 (2.2869192560513816) | > loss_1: 39.12242889404297 (38.055404822031655)  --> STEP: 13 | > loss_disc: 2.4541921615600586 (2.5926296894366923) | > loss_disc_real_0: 0.22674612700939178 (0.214143071610194) | > loss_disc_real_1: 0.37028926610946655 (0.3259135943192702) | > loss_disc_real_2: 0.25014209747314453 (0.30098045445405525) | > loss_disc_real_3: 0.43317967653274536 (0.3717337204859807) | > loss_disc_real_4: 0.3466244637966156 (0.34998851785292995) | > loss_disc_real_5: 0.31253668665885925 (0.3432096174130073) | > loss_0: 2.4541921615600586 (2.5926296894366923) | > loss_gen: 3.714142322540283 (3.387477471278264) | > loss_kl: 1.8064990043640137 (1.7264940922076886) | > loss_feat: 7.671762943267822 (6.945282495938814) | > loss_mel: 22.575960159301758 (23.7092222067026) | > loss_duration: 2.1524858474731445 (2.2765782246222863) | > loss_1: 37.92084884643555 (38.045054362370415)  --> STEP: 14 | > loss_disc: 2.5186707973480225 (2.587346911430359) | > loss_disc_real_0: 0.13383468985557556 (0.20840675862772123) | > loss_disc_real_1: 0.2589028477668762 (0.3211271124226706) | > loss_disc_real_2: 0.26467418670654297 (0.29838714961494717) | > loss_disc_real_3: 0.31496572494506836 (0.36767886366162983) | > loss_disc_real_4: 0.2679140865802765 (0.34412605847631184) | > loss_disc_real_5: 0.31436821818351746 (0.34114951746804373) | > loss_0: 2.5186707973480225 (2.587346911430359) | > loss_gen: 2.712567090988159 (3.339269586971828) | > loss_kl: 1.4786949157714844 (1.708794151033674) | > loss_feat: 6.54662561416626 (6.9168070043836325) | > loss_mel: 25.478933334350586 (23.83563014439174) | > loss_duration: 2.3492705821990967 (2.2817705358777727) | > loss_1: 38.56608963012695 (38.08227116721017)  --> STEP: 15 | > loss_disc: 2.5780577659606934 (2.5867276350657145) | > loss_disc_real_0: 0.19072100520133972 (0.2072277083992958) | > loss_disc_real_1: 0.19502367079257965 (0.3127202163139979) | > loss_disc_real_2: 0.21342435479164124 (0.2927229632933935) | > loss_disc_real_3: 0.46507176756858826 (0.3741717239220937) | > loss_disc_real_4: 0.38173407316207886 (0.34663325945536294) | > loss_disc_real_5: 0.4093732535839081 (0.34569776654243467) | > loss_0: 2.5780577659606934 (2.5867276350657145) | > loss_gen: 3.6743171215057373 (3.3616060892740887) | > loss_kl: 1.6554158926010132 (1.7052356004714966) | > loss_feat: 9.184917449951172 (7.068014367421468) | > loss_mel: 25.489587783813477 (23.945893987019858) | > loss_duration: 2.311795949935913 (2.2837722301483154) | > loss_1: 42.31603240966797 (38.36452191670735)  --> STEP: 16 | > loss_disc: 2.826456069946289 (2.6017106622457504) | > loss_disc_real_0: 0.23423996567726135 (0.20891597447916865) | > loss_disc_real_1: 0.2778322994709015 (0.3105397215113044) | > loss_disc_real_2: 0.26808974146842957 (0.2911833869293332) | > loss_disc_real_3: 0.4325028359889984 (0.37781741842627525) | > loss_disc_real_4: 0.4157187342643738 (0.35095110163092613) | > loss_disc_real_5: 0.4295673668384552 (0.350939616560936) | > loss_0: 2.826456069946289 (2.6017106622457504) | > loss_gen: 3.283278465270996 (3.3567106127738953) | > loss_kl: 1.8859857320785522 (1.7165324836969376) | > loss_feat: 6.385374069213867 (7.025349348783493) | > loss_mel: 20.259248733520508 (23.715478658676147) | > loss_duration: 2.3368911743164062 (2.287092164158821) | > loss_1: 34.150779724121094 (38.101163029670715)  --> STEP: 17 | > loss_disc: 2.7827324867248535 (2.612359004862168) | > loss_disc_real_0: 0.199966698884964 (0.20838954650303898) | > loss_disc_real_1: 0.24554504454135895 (0.30671650521895466) | > loss_disc_real_2: 0.40569284558296204 (0.2979192374383702) | > loss_disc_real_3: 0.3628138601779938 (0.37693485617637634) | > loss_disc_real_4: 0.3391494154930115 (0.3502568847992841) | > loss_disc_real_5: 0.4217420816421509 (0.3551044674480663) | > loss_0: 2.7827324867248535 (2.612359004862168) | > loss_gen: 3.0515284538269043 (3.338758721071131) | > loss_kl: 1.5427297353744507 (1.7063087926191443) | > loss_feat: 5.501945972442627 (6.9357373854693245) | > loss_mel: 21.828096389770508 (23.604456172269934) | > loss_duration: 2.3498706817626953 (2.2907850181355194) | > loss_1: 34.274169921875 (37.876045788035675)  --> STEP: 18 | > loss_disc: 2.086259365081787 (2.5831312470965915) | > loss_disc_real_0: 0.122647225856781 (0.20362608424491352) | > loss_disc_real_1: 0.3609353303909302 (0.3097286621729533) | > loss_disc_real_2: 0.23658409714698792 (0.29451172964440453) | > loss_disc_real_3: 0.3088594973087311 (0.3731528917948405) | > loss_disc_real_4: 0.2612822651863098 (0.3453138503763411) | > loss_disc_real_5: 0.20073971152305603 (0.34652864767445457) | > loss_0: 2.086259365081787 (2.5831312470965915) | > loss_gen: 3.7103748321533203 (3.359404060575697) | > loss_kl: 0.8750017881393433 (1.6601250701480441) | > loss_feat: 8.975975036621094 (7.0490839216444225) | > loss_mel: 23.433551788330078 (23.594961484273274) | > loss_duration: 2.2472803592681885 (2.28836809264289) | > loss_1: 39.242183685302734 (37.95194233788384)  --> STEP: 19 | > loss_disc: 3.0295867919921875 (2.6066289073542546) | > loss_disc_real_0: 0.2616960406303406 (0.20668239773888336) | > loss_disc_real_1: 0.3902505040168762 (0.31396665384894923) | > loss_disc_real_2: 0.25380727648735046 (0.2923693900045596) | > loss_disc_real_3: 0.5091442465782166 (0.3803103315202813) | > loss_disc_real_4: 0.3693562150001526 (0.3465792379881206) | > loss_disc_real_5: 0.44470420479774475 (0.3516957822598909) | > loss_0: 3.0295867919921875 (2.6066289073542546) | > loss_gen: 3.0745091438293457 (3.3444095912732577) | > loss_kl: 1.4744148254394531 (1.650350846742329) | > loss_feat: 7.366347312927246 (7.065781994869835) | > loss_mel: 23.073223114013672 (23.567501570049085) | > loss_duration: 2.335287094116211 (2.2908375137730648) | > loss_1: 37.32378387451172 (37.918881366127415)  --> STEP: 20 | > loss_disc: 2.5766818523406982 (2.6051315546035765) | > loss_disc_real_0: 0.32590746879577637 (0.21264365129172802) | > loss_disc_real_1: 0.30303052067756653 (0.3134198471903801) | > loss_disc_real_2: 0.27835893630981445 (0.29166886731982233) | > loss_disc_real_3: 0.2790122330188751 (0.37524542659521104) | > loss_disc_real_4: 0.28725680708885193 (0.3436131164431572) | > loss_disc_real_5: 0.31398388743400574 (0.34981018751859666) | > loss_0: 2.5766818523406982 (2.6051315546035765) | > loss_gen: 3.286860227584839 (3.341532123088837) | > loss_kl: 1.5525251626968384 (1.6454595625400543) | > loss_feat: 6.152022361755371 (7.020094013214111) | > loss_mel: 24.422853469848633 (23.610269165039064) | > loss_duration: 2.418740749359131 (2.297232675552368) | > loss_1: 37.83300018310547 (37.914587306976316)  --> STEP: 21 | > loss_disc: 2.895956516265869 (2.618980362301781) | > loss_disc_real_0: 0.3497560918331146 (0.21917281512703216) | > loss_disc_real_1: 0.42464813590049744 (0.3187164323670523) | > loss_disc_real_2: 0.28473883867263794 (0.29133886595567066) | > loss_disc_real_3: 0.3704942464828491 (0.3750191799231938) | > loss_disc_real_4: 0.42977002263069153 (0.34771582626161124) | > loss_disc_real_5: 0.39240095019340515 (0.3518383190745399) | > loss_0: 2.895956516265869 (2.618980362301781) | > loss_gen: 3.7408385276794434 (3.3605467137836276) | > loss_kl: 1.2389689683914185 (1.6261028675805955) | > loss_feat: 5.775447845458984 (6.960825148082915) | > loss_mel: 20.019184112548828 (23.43926511492048) | > loss_duration: 2.177985668182373 (2.2915542466299876) | > loss_1: 32.952423095703125 (37.67829377310617)  --> STEP: 22 | > loss_disc: 3.0469887256622314 (2.6384352879090742) | > loss_disc_real_0: 0.25217753648757935 (0.22067302973432976) | > loss_disc_real_1: 0.3958164155483246 (0.3222209770571101) | > loss_disc_real_2: 0.3622885048389435 (0.29456384954127396) | > loss_disc_real_3: 0.46987080574035645 (0.3793306174603375) | > loss_disc_real_4: 0.5366761088371277 (0.3563049300150438) | > loss_disc_real_5: 0.476216584444046 (0.3574918765913356) | > loss_0: 3.0469887256622314 (2.6384352879090742) | > loss_gen: 3.538522481918335 (3.3686365214261142) | > loss_kl: 1.6373971700668335 (1.6266162449663335) | > loss_feat: 6.8434157371521 (6.955488356676969) | > loss_mel: 26.599700927734375 (23.582921288230203) | > loss_duration: 2.213470220565796 (2.288004972717979) | > loss_1: 40.83250427246094 (37.8216669776223)  --> STEP: 23 | > loss_disc: 2.8883209228515625 (2.6492998807326607) | > loss_disc_real_0: 0.2780494689941406 (0.22316765752823456) | > loss_disc_real_1: 0.3584429621696472 (0.3237958459750465) | > loss_disc_real_2: 0.3776303827762604 (0.2981754379427951) | > loss_disc_real_3: 0.39563432335853577 (0.3800394742385201) | > loss_disc_real_4: 0.36266404390335083 (0.35658141322757886) | > loss_disc_real_5: 0.24969054758548737 (0.35280486228673347) | > loss_0: 2.8883209228515625 (2.6492998807326607) | > loss_gen: 2.946316719055176 (3.350274790888247) | > loss_kl: 1.7928773164749146 (1.6338449872058372) | > loss_feat: 7.132505893707275 (6.96318477133046) | > loss_mel: 21.906511306762695 (23.510033897731613) | > loss_duration: 2.3588294982910156 (2.2910842999168066) | > loss_1: 36.13703918457031 (37.748422290967866)  --> STEP: 24 | > loss_disc: 2.29667592048645 (2.634607215722402) | > loss_disc_real_0: 0.1648005247116089 (0.22073569366087517) | > loss_disc_real_1: 0.287716805934906 (0.32229255264004064) | > loss_disc_real_2: 0.32163676619529724 (0.29915299328664935) | > loss_disc_real_3: 0.30694904923439026 (0.376994039863348) | > loss_disc_real_4: 0.2471921443939209 (0.35202352702617645) | > loss_disc_real_5: 0.18227091431617737 (0.3456992811212936) | > loss_0: 2.29667592048645 (2.634607215722402) | > loss_gen: 2.8329787254333496 (3.3287207881609597) | > loss_kl: 1.892699956893921 (1.6446306109428406) | > loss_feat: 6.372467041015625 (6.938571532567342) | > loss_mel: 22.7435359954834 (23.47809648513794) | > loss_duration: 2.4550280570983887 (2.2979152897993727) | > loss_1: 36.29671096801758 (37.687934319178275)  --> STEP: 25 | > loss_disc: 2.8033759593963623 (2.64135796546936) | > loss_disc_real_0: 0.21871870756149292 (0.22065501421689987) | > loss_disc_real_1: 0.3598085343837738 (0.32379319190978995) | > loss_disc_real_2: 0.4328024089336395 (0.30449896991252895) | > loss_disc_real_3: 0.3326130509376526 (0.3752188003063202) | > loss_disc_real_4: 0.2736569046974182 (0.3488888621330261) | > loss_disc_real_5: 0.29627788066864014 (0.3437224251031875) | > loss_0: 2.8033759593963623 (2.64135796546936) | > loss_gen: 2.8120789527893066 (3.308055114746094) | > loss_kl: 1.8876254558563232 (1.6543504047393798) | > loss_feat: 3.9502687454223633 (6.819039421081543) | > loss_mel: 18.304105758666992 (23.271136856079103) | > loss_duration: 2.427781105041504 (2.303109922409058) | > loss_1: 29.381858825683594 (37.35569129943848)  --> STEP: 26 | > loss_disc: 3.3259711265563965 (2.667689240895785) | > loss_disc_real_0: 0.13417595624923706 (0.217328896602759) | > loss_disc_real_1: 0.21394476294517517 (0.31956825233422786) | > loss_disc_real_2: 0.22608664631843567 (0.3014831113127561) | > loss_disc_real_3: 0.5900226831436157 (0.38348048810775465) | > loss_disc_real_4: 0.49716493487358093 (0.35459178800766283) | > loss_disc_real_5: 0.6854109168052673 (0.3568642901686521) | > loss_0: 3.3259711265563965 (2.667689240895785) | > loss_gen: 2.779068946838379 (3.287709492903489) | > loss_kl: 1.9838823080062866 (1.667024708711184) | > loss_feat: 9.146503448486328 (6.908557268289419) | > loss_mel: 19.365497589111328 (23.120919961195725) | > loss_duration: 2.403470277786255 (2.306969936077412) | > loss_1: 35.67842102050781 (37.29118090409499) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022193835331843445 (-0.0001210432786207939) | > avg_loss_disc: 2.667689240895785 (+0.35698066307948206) | > avg_loss_disc_real_0: 0.217328896602759 (+0.029704409723098457) | > avg_loss_disc_real_1: 0.31956825233422786 (+0.0916402196654906) | > avg_loss_disc_real_2: 0.3014831113127561 (+0.08306918350549841) | > avg_loss_disc_real_3: 0.38348048810775465 (+0.04452369534052336) | > avg_loss_disc_real_4: 0.35459178800766283 (+0.07052927980056173) | > avg_loss_disc_real_5: 0.3568642901686521 (+0.08226171594399667) | > avg_loss_0: 2.667689240895785 (+0.35698066307948206) | > avg_loss_gen: 3.287709492903489 (+0.24790147634652904) | > avg_loss_kl: 1.667024708711184 (-0.040793872796572206) | > avg_loss_feat: 6.908557268289419 (-0.1797698277693529) | > avg_loss_mel: 23.120919961195725 (-0.16842141518226228) | > avg_loss_duration: 2.306969936077412 (+0.010476818451515157) | > avg_loss_1: 37.29118090409499 (-0.13060804513784063)  > EPOCH: 5/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:11:02)   --> TIME: 2024-06-10 15:11:11 -- STEP: 24/330 -- GLOBAL_STEP: 89675 | > loss_disc: 2.1038496494293213 (2.2193683286507926) | > loss_disc_real_0: 0.12821562588214874 (0.13642441015690565) | > loss_disc_real_1: 0.20452781021595 (0.20418023504316807) | > loss_disc_real_2: 0.17920160293579102 (0.2129843384027481) | > loss_disc_real_3: 0.21646404266357422 (0.21477551323672137) | > loss_disc_real_4: 0.1820591390132904 (0.2182821792860826) | > loss_disc_real_5: 0.20941758155822754 (0.22811737594505152) | > loss_0: 2.1038496494293213 (2.2193683286507926) | > grad_norm_0: tensor(5.9002, device='cuda:0') (tensor(12.4709, device='cuda:0')) | > loss_gen: 2.8452584743499756 (2.7247436940670013) | > loss_kl: 1.7221040725708008 (1.5560082544883092) | > loss_feat: 7.707499980926514 (6.767346560955048) | > loss_mel: 23.62274932861328 (22.873786449432373) | > loss_duration: 2.176144599914551 (2.301706482966741) | > loss_1: 38.073753356933594 (36.22359116872152) | > grad_norm_1: tensor(54.6062, device='cuda:0') (tensor(90.3773, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.3409 (0.3308392067750295) | > loader_time: 0.0031 (0.002909292777379354)  --> TIME: 2024-06-10 15:11:20 -- STEP: 49/330 -- GLOBAL_STEP: 89700 | > loss_disc: 2.2805378437042236 (2.1878807715007245) | > loss_disc_real_0: 0.11163029819726944 (0.12815857800293942) | > loss_disc_real_1: 0.20083388686180115 (0.20594864536304863) | > loss_disc_real_2: 0.17294655740261078 (0.21195677987166814) | > loss_disc_real_3: 0.22022658586502075 (0.21547711534159525) | > loss_disc_real_4: 0.2580748498439789 (0.20963688225162272) | > loss_disc_real_5: 0.23431409895420074 (0.21934860549410995) | > loss_0: 2.2805378437042236 (2.1878807715007245) | > grad_norm_0: tensor(5.9824, device='cuda:0') (tensor(11.2095, device='cuda:0')) | > loss_gen: 2.7629456520080566 (2.748812991745617) | > loss_kl: 1.423029899597168 (1.531168947414476) | > loss_feat: 6.935770511627197 (6.888790519870057) | > loss_mel: 23.450647354125977 (22.846769683215083) | > loss_duration: 2.104306221008301 (2.2288045931835554) | > loss_1: 36.676700592041016 (36.244346696503314) | > grad_norm_1: tensor(75.0830, device='cuda:0') (tensor(94.2095, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.338 (0.3379626225452034) | > loader_time: 0.0031 (0.0029997387710882692)  --> TIME: 2024-06-10 15:11:29 -- STEP: 74/330 -- GLOBAL_STEP: 89725 | > loss_disc: 1.949350118637085 (2.1635517687410926) | > loss_disc_real_0: 0.12081408500671387 (0.1269668973982335) | > loss_disc_real_1: 0.18572263419628143 (0.204386167630956) | > loss_disc_real_2: 0.17866235971450806 (0.21573802728105235) | > loss_disc_real_3: 0.2218075394630432 (0.21401420920281797) | > loss_disc_real_4: 0.20546691119670868 (0.20440089400555636) | > loss_disc_real_5: 0.16727204620838165 (0.21438679240039876) | > loss_0: 1.949350118637085 (2.1635517687410926) | > grad_norm_0: tensor(4.9728, device='cuda:0') (tensor(11.0723, device='cuda:0')) | > loss_gen: 3.12267804145813 (2.773028702349276) | > loss_kl: 1.537647008895874 (1.5288824342392588) | > loss_feat: 7.676080703735352 (7.011114610208048) | > loss_mel: 23.395029067993164 (22.80510224522771) | > loss_duration: 2.065814971923828 (2.2002349898621834) | > loss_1: 37.79724884033203 (36.318363189697266) | > grad_norm_1: tensor(90.3615, device='cuda:0') (tensor(97.1351, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.3343 (0.3410533988797987) | > loader_time: 0.0035 (0.0031302361874967007)  --> TIME: 2024-06-10 15:11:38 -- STEP: 99/330 -- GLOBAL_STEP: 89750 | > loss_disc: 2.146622657775879 (2.1636785076122087) | > loss_disc_real_0: 0.1563086211681366 (0.12660552945100897) | > loss_disc_real_1: 0.1722128689289093 (0.20657396135908185) | > loss_disc_real_2: 0.14956113696098328 (0.21209283293497683) | > loss_disc_real_3: 0.20523853600025177 (0.21214608577164737) | > loss_disc_real_4: 0.17923562228679657 (0.20570982360478604) | > loss_disc_real_5: 0.20462891459465027 (0.21233001230943083) | > loss_0: 2.146622657775879 (2.1636785076122087) | > grad_norm_0: tensor(18.5626, device='cuda:0') (tensor(11.9567, device='cuda:0')) | > loss_gen: 2.810521364212036 (2.7711395302204176) | > loss_kl: 1.4354283809661865 (1.5218817609729192) | > loss_feat: 7.059596061706543 (7.049167613790493) | > loss_mel: 21.466529846191406 (22.738142032815958) | > loss_duration: 2.154817581176758 (2.189770457720515) | > loss_1: 34.92689514160156 (36.27010152797508) | > grad_norm_1: tensor(121.8142, device='cuda:0') (tensor(114.4276, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.3414 (0.34315395114397756) | > loader_time: 0.0034 (0.0032380999940814395)  --> TIME: 2024-06-10 15:11:47 -- STEP: 124/330 -- GLOBAL_STEP: 89775 | > loss_disc: 2.0355594158172607 (2.1554896418125398) | > loss_disc_real_0: 0.14221370220184326 (0.12367178139186669) | > loss_disc_real_1: 0.20573042333126068 (0.20518088647194446) | > loss_disc_real_2: 0.18871016800403595 (0.21199461733621935) | > loss_disc_real_3: 0.19994856417179108 (0.2126529751525771) | > loss_disc_real_4: 0.18901897966861725 (0.2050443040507455) | > loss_disc_real_5: 0.1720195710659027 (0.21104665569240047) | > loss_0: 2.0355594158172607 (2.1554896418125398) | > grad_norm_0: tensor(9.0449, device='cuda:0') (tensor(12.4861, device='cuda:0')) | > loss_gen: 2.853424072265625 (2.7764179764255403) | > loss_kl: 1.624427080154419 (1.503472689659365) | > loss_feat: 7.620720863342285 (7.08769779820596) | > loss_mel: 21.965986251831055 (22.724387676485126) | > loss_duration: 2.188969612121582 (2.186112011632612) | > loss_1: 36.2535285949707 (36.27808820047688) | > grad_norm_1: tensor(93.1180, device='cuda:0') (tensor(124.3256, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.3604 (0.3483438395684765) | > loader_time: 0.0037 (0.0033725846198297315)  --> TIME: 2024-06-10 15:11:56 -- STEP: 149/330 -- GLOBAL_STEP: 89800 | > loss_disc: 2.22027325630188 (2.149264930078648) | > loss_disc_real_0: 0.15656045079231262 (0.12266527346316596) | > loss_disc_real_1: 0.2645152509212494 (0.20654769026793088) | > loss_disc_real_2: 0.2573245167732239 (0.21063970339378252) | > loss_disc_real_3: 0.21759046614170074 (0.21180695815374387) | > loss_disc_real_4: 0.17698590457439423 (0.20372746774814274) | > loss_disc_real_5: 0.2272835075855255 (0.20848617937740865) | > loss_0: 2.22027325630188 (2.149264930078648) | > grad_norm_0: tensor(13.3902, device='cuda:0') (tensor(13.4051, device='cuda:0')) | > loss_gen: 2.6862423419952393 (2.7752167362494764) | > loss_kl: 1.384514570236206 (1.4915109296773108) | > loss_feat: 6.1827263832092285 (7.103348613585402) | > loss_mel: 22.026599884033203 (22.7274450647751) | > loss_duration: 2.1710641384124756 (2.1846680193139423) | > loss_1: 34.45114517211914 (36.28218943960716) | > grad_norm_1: tensor(184.2065, device='cuda:0') (tensor(136.6380, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.3623 (0.3514608456784446) | > loader_time: 0.0039 (0.0034930209985515417)  --> TIME: 2024-06-10 15:12:06 -- STEP: 174/330 -- GLOBAL_STEP: 89825 | > loss_disc: 2.115858316421509 (2.146837929884593) | > loss_disc_real_0: 0.12013155221939087 (0.12236988647230736) | > loss_disc_real_1: 0.19182831048965454 (0.2060907751578709) | > loss_disc_real_2: 0.21176208555698395 (0.21038369226387177) | > loss_disc_real_3: 0.22188368439674377 (0.21265090847837514) | > loss_disc_real_4: 0.22643335163593292 (0.20270149187109937) | > loss_disc_real_5: 0.2200985550880432 (0.2077068624825313) | > loss_0: 2.115858316421509 (2.146837929884593) | > grad_norm_0: tensor(16.6489, device='cuda:0') (tensor(13.8463, device='cuda:0')) | > loss_gen: 2.760960340499878 (2.7813115640618333) | > loss_kl: 1.469487190246582 (1.4872419882094723) | > loss_feat: 7.3388166427612305 (7.120744348942549) | > loss_mel: 23.0371150970459 (22.689092197637457) | > loss_duration: 2.2669010162353516 (2.186224775752804) | > loss_1: 36.87328338623047 (36.26461498216655) | > grad_norm_1: tensor(224.2636, device='cuda:0') (tensor(137.4696, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.3747 (0.3546804436321915) | > loader_time: 0.004 (0.003599998594700605)  --> TIME: 2024-06-10 15:12:16 -- STEP: 199/330 -- GLOBAL_STEP: 89850 | > loss_disc: 2.198988199234009 (2.1417285509444968) | > loss_disc_real_0: 0.1234266608953476 (0.1211466318623504) | > loss_disc_real_1: 0.256095826625824 (0.20584623077556713) | > loss_disc_real_2: 0.19593486189842224 (0.20924449019396124) | > loss_disc_real_3: 0.2487334907054901 (0.21245838274907827) | > loss_disc_real_4: 0.22149264812469482 (0.2023416350984094) | > loss_disc_real_5: 0.23121623694896698 (0.20616918944533746) | > loss_0: 2.198988199234009 (2.1417285509444968) | > grad_norm_0: tensor(6.5342, device='cuda:0') (tensor(13.8666, device='cuda:0')) | > loss_gen: 2.709517002105713 (2.7794061126421443) | > loss_kl: 1.2628974914550781 (1.4833447789427023) | > loss_feat: 6.507585525512695 (7.156721548818464) | > loss_mel: 20.793020248413086 (22.65916702615557) | > loss_duration: 2.284343957901001 (2.1913299632431884) | > loss_1: 33.55736541748047 (36.26996944178292) | > grad_norm_1: tensor(152.8232, device='cuda:0') (tensor(141.5679, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.388 (0.357976217365744) | > loader_time: 0.0047 (0.0037159835872937687)  --> TIME: 2024-06-10 15:12:26 -- STEP: 224/330 -- GLOBAL_STEP: 89875 | > loss_disc: 2.350240468978882 (2.142859396657774) | > loss_disc_real_0: 0.11576501280069351 (0.12174190644041764) | > loss_disc_real_1: 0.1848297119140625 (0.20484773352343053) | > loss_disc_real_2: 0.208001971244812 (0.2084141539941941) | > loss_disc_real_3: 0.2229631394147873 (0.21236975557569945) | > loss_disc_real_4: 0.23990362882614136 (0.20184483146294951) | > loss_disc_real_5: 0.2367812693119049 (0.20672952137621387) | > loss_0: 2.350240468978882 (2.142859396657774) | > grad_norm_0: tensor(33.7217, device='cuda:0') (tensor(13.8988, device='cuda:0')) | > loss_gen: 2.7096221446990967 (2.7762419655919075) | > loss_kl: 1.4334957599639893 (1.4765246446643556) | > loss_feat: 6.68503475189209 (7.173320580806051) | > loss_mel: 22.83368492126465 (22.62672878163202) | > loss_duration: 2.2844085693359375 (2.195699171296188) | > loss_1: 35.94624710083008 (36.24851518017908) | > grad_norm_1: tensor(136.1661, device='cuda:0') (tensor(141.0788, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.4021 (0.3616132246596471) | > loader_time: 0.0052 (0.003841693912233625)  --> TIME: 2024-06-10 15:12:36 -- STEP: 249/330 -- GLOBAL_STEP: 89900 | > loss_disc: 2.02626371383667 (2.152023546666985) | > loss_disc_real_0: 0.11284968256950378 (0.12217452424956131) | > loss_disc_real_1: 0.20115616917610168 (0.2064773475369775) | > loss_disc_real_2: 0.23919466137886047 (0.20901418402491803) | > loss_disc_real_3: 0.21546751260757446 (0.2136133723110559) | > loss_disc_real_4: 0.17649993300437927 (0.20197827593389764) | > loss_disc_real_5: 0.15816353261470795 (0.20735295398168296) | > loss_0: 2.02626371383667 (2.152023546666985) | > grad_norm_0: tensor(17.7182, device='cuda:0') (tensor(14.8800, device='cuda:0')) | > loss_gen: 3.118514060974121 (2.774120523268918) | > loss_kl: 1.3837610483169556 (1.4691963942654163) | > loss_feat: 7.343847751617432 (7.168176164588775) | > loss_mel: 22.509010314941406 (22.611621504327864) | > loss_duration: 2.2295069694519043 (2.2017171335028847) | > loss_1: 36.58464050292969 (36.22483173048643) | > grad_norm_1: tensor(232.6967, device='cuda:0') (tensor(146.2180, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.4101 (0.36625997512694813) | > loader_time: 0.0054 (0.003992714556345499)  --> TIME: 2024-06-10 15:12:47 -- STEP: 274/330 -- GLOBAL_STEP: 89925 | > loss_disc: 2.135575532913208 (2.149764671377893) | > loss_disc_real_0: 0.14615215361118317 (0.12228113260582413) | > loss_disc_real_1: 0.2300025373697281 (0.2063277672405225) | > loss_disc_real_2: 0.21225576102733612 (0.2084099250118228) | > loss_disc_real_3: 0.19639158248901367 (0.21367215038868634) | > loss_disc_real_4: 0.17998668551445007 (0.20187701322954063) | > loss_disc_real_5: 0.19579625129699707 (0.20702845690241695) | > loss_0: 2.135575532913208 (2.149764671377893) | > grad_norm_0: tensor(13.5376, device='cuda:0') (tensor(14.9091, device='cuda:0')) | > loss_gen: 2.6792678833007812 (2.777899833491249) | > loss_kl: 1.3778049945831299 (1.46602858722645) | > loss_feat: 7.955385208129883 (7.209812943952797) | > loss_mel: 21.060766220092773 (22.602184789894277) | > loss_duration: 2.271559715270996 (2.2083027058274216) | > loss_1: 35.344783782958984 (36.26422887648982) | > grad_norm_1: tensor(119.5919, device='cuda:0') (tensor(147.6060, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.4243 (0.37142558167450607) | > loader_time: 0.0058 (0.004135164031147086)  --> TIME: 2024-06-10 15:12:58 -- STEP: 299/330 -- GLOBAL_STEP: 89950 | > loss_disc: 1.9859113693237305 (2.152545763497369) | > loss_disc_real_0: 0.12105254083871841 (0.12368071948903857) | > loss_disc_real_1: 0.20838360488414764 (0.207069368540842) | > loss_disc_real_2: 0.23677852749824524 (0.20914947239052892) | > loss_disc_real_3: 0.16790618002414703 (0.21382619525277893) | > loss_disc_real_4: 0.1634521484375 (0.20180159064638958) | > loss_disc_real_5: 0.1744464933872223 (0.2067992879096481) | > loss_0: 1.9859113693237305 (2.152545763497369) | > grad_norm_0: tensor(5.5818, device='cuda:0') (tensor(14.7423, device='cuda:0')) | > loss_gen: 2.9982402324676514 (2.7775685659619085) | > loss_kl: 1.323792576789856 (1.4606440178925377) | > loss_feat: 8.089216232299805 (7.23833415819251) | > loss_mel: 23.03952980041504 (22.584490843042488) | > loss_duration: 2.3630447387695312 (2.216764289798546) | > loss_1: 37.81382369995117 (36.27780194745022) | > grad_norm_1: tensor(37.8862, device='cuda:0') (tensor(143.1176, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.4469 (0.3773187929172581) | > loader_time: 0.0062 (0.004292615679992878)  --> TIME: 2024-06-10 15:13:11 -- STEP: 324/330 -- GLOBAL_STEP: 89975 | > loss_disc: 2.111401319503784 (2.1559659275743703) | > loss_disc_real_0: 0.11484766751527786 (0.12476189779462636) | > loss_disc_real_1: 0.14792287349700928 (0.20758704070783696) | > loss_disc_real_2: 0.23378464579582214 (0.21096629083708482) | > loss_disc_real_3: 0.2326291799545288 (0.21375186253844955) | > loss_disc_real_4: 0.21473069489002228 (0.20173712723233064) | > loss_disc_real_5: 0.19101673364639282 (0.20587384424827718) | > loss_0: 2.111401319503784 (2.1559659275743703) | > grad_norm_0: tensor(7.1061, device='cuda:0') (tensor(14.9587, device='cuda:0')) | > loss_gen: 2.9153521060943604 (2.7795104796503796) | > loss_kl: 1.7083126306533813 (1.4636451881608843) | > loss_feat: 10.788880348205566 (7.319516685273912) | > loss_mel: 23.67411231994629 (22.57016183711865) | > loss_duration: 2.4227042198181152 (2.2297503940853076) | > loss_1: 41.509361267089844 (36.36258464389383) | > grad_norm_1: tensor(230.7432, device='cuda:0') (tensor(146.3328, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.5627 (0.38814026411668756) | > loader_time: 0.0086 (0.0045202521630275366)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0365841388702393 (2.0365841388702393) | > loss_disc_real_0: 0.11812398582696915 (0.11812398582696915) | > loss_disc_real_1: 0.323932409286499 (0.323932409286499) | > loss_disc_real_2: 0.1648353785276413 (0.1648353785276413) | > loss_disc_real_3: 0.3587060272693634 (0.3587060272693634) | > loss_disc_real_4: 0.11820090562105179 (0.11820090562105179) | > loss_disc_real_5: 0.15871980786323547 (0.15871980786323547) | > loss_0: 2.0365841388702393 (2.0365841388702393) | > loss_gen: 3.155258893966675 (3.155258893966675) | > loss_kl: 1.0149552822113037 (1.0149552822113037) | > loss_feat: 7.993927001953125 (7.993927001953125) | > loss_mel: 25.427776336669922 (25.427776336669922) | > loss_duration: 2.7983837127685547 (2.7983837127685547) | > loss_1: 40.39030456542969 (40.39030456542969)  --> STEP: 1 | > loss_disc: 2.417612075805664 (2.417612075805664) | > loss_disc_real_0: 0.12096033245325089 (0.12096033245325089) | > loss_disc_real_1: 0.3381316363811493 (0.3381316363811493) | > loss_disc_real_2: 0.25231125950813293 (0.25231125950813293) | > loss_disc_real_3: 0.40109699964523315 (0.40109699964523315) | > loss_disc_real_4: 0.2590762972831726 (0.2590762972831726) | > loss_disc_real_5: 0.3444663882255554 (0.3444663882255554) | > loss_0: 2.417612075805664 (2.417612075805664) | > loss_gen: 3.040907382965088 (3.040907382965088) | > loss_kl: 1.4765154123306274 (1.4765154123306274) | > loss_feat: 5.3348822593688965 (5.3348822593688965) | > loss_mel: 22.93603515625 (22.93603515625) | > loss_duration: 2.3738534450531006 (2.3738534450531006) | > loss_1: 35.162193298339844 (35.162193298339844)  --> STEP: 2 | > loss_disc: 1.7705477476119995 (2.094079911708832) | > loss_disc_real_0: 0.07471586018800735 (0.09783809632062912) | > loss_disc_real_1: 0.5087211728096008 (0.42342640459537506) | > loss_disc_real_2: 0.26566821336746216 (0.25898973643779755) | > loss_disc_real_3: 0.30572807788848877 (0.35341253876686096) | > loss_disc_real_4: 0.10116343200206757 (0.1801198646426201) | > loss_disc_real_5: 0.09316670894622803 (0.21881654858589172) | > loss_0: 1.7705477476119995 (2.094079911708832) | > loss_gen: 3.9305098056793213 (3.4857085943222046) | > loss_kl: 1.9722930192947388 (1.724404215812683) | > loss_feat: 8.196847915649414 (6.765865087509155) | > loss_mel: 24.029808044433594 (23.482921600341797) | > loss_duration: 2.406477451324463 (2.3901654481887817) | > loss_1: 40.53593826293945 (37.84906578063965)  --> STEP: 3 | > loss_disc: 2.640974521636963 (2.276378115018209) | > loss_disc_real_0: 0.08337029814720154 (0.09301549692948659) | > loss_disc_real_1: 0.3580280542373657 (0.40162695447603863) | > loss_disc_real_2: 0.30922067165374756 (0.2757333815097809) | > loss_disc_real_3: 0.5155085325241089 (0.4074445366859436) | > loss_disc_real_4: 0.2863225042819977 (0.21552074452241263) | > loss_disc_real_5: 0.3839627504348755 (0.273865282535553) | > loss_0: 2.640974521636963 (2.276378115018209) | > loss_gen: 3.2414679527282715 (3.404295047124227) | > loss_kl: 2.140392780303955 (1.8630670706431072) | > loss_feat: 7.512767791748047 (7.014832655588786) | > loss_mel: 25.973125457763672 (24.312989552815754) | > loss_duration: 2.1984920501708984 (2.326274315516154) | > loss_1: 41.066246032714844 (38.92145919799805)  --> STEP: 4 | > loss_disc: 2.443006753921509 (2.318035274744034) | > loss_disc_real_0: 0.1407477855682373 (0.10494856908917427) | > loss_disc_real_1: 0.326114296913147 (0.3827487900853157) | > loss_disc_real_2: 0.19427068531513214 (0.2553677074611187) | > loss_disc_real_3: 0.4161796271800995 (0.4096283093094826) | > loss_disc_real_4: 0.2953082025051117 (0.2354676090180874) | > loss_disc_real_5: 0.27586257457733154 (0.2743646055459976) | > loss_0: 2.443006753921509 (2.318035274744034) | > loss_gen: 2.949080467224121 (3.2904914021492004) | > loss_kl: 1.41692054271698 (1.7515304386615753) | > loss_feat: 7.456835746765137 (7.1253334283828735) | > loss_mel: 23.084692001342773 (24.00591516494751) | > loss_duration: 2.242744207382202 (2.305391788482666) | > loss_1: 37.150272369384766 (38.47866249084473)  --> STEP: 5 | > loss_disc: 1.99286687374115 (2.253001594543457) | > loss_disc_real_0: 0.09915105253458023 (0.10378906577825546) | > loss_disc_real_1: 0.29063859581947327 (0.3643267512321472) | > loss_disc_real_2: 0.23116791248321533 (0.25052774846553805) | > loss_disc_real_3: 0.3482699990272522 (0.3973566472530365) | > loss_disc_real_4: 0.18439504504203796 (0.2252530962228775) | > loss_disc_real_5: 0.22352248430252075 (0.26419618129730227) | > loss_0: 1.99286687374115 (2.253001594543457) | > loss_gen: 3.5280637741088867 (3.338005876541138) | > loss_kl: 1.406024694442749 (1.6824292898178101) | > loss_feat: 7.002493858337402 (7.100765514373779) | > loss_mel: 23.67177963256836 (23.93908805847168) | > loss_duration: 2.339615821838379 (2.3122365951538084) | > loss_1: 37.94797897338867 (38.37252578735352)  --> STEP: 6 | > loss_disc: 2.3228068351745605 (2.2646358013153076) | > loss_disc_real_0: 0.16868562996387482 (0.11460515980919202) | > loss_disc_real_1: 0.30575913190841675 (0.3545654813448588) | > loss_disc_real_2: 0.27531689405441284 (0.2546592727303505) | > loss_disc_real_3: 0.38844236731529236 (0.39587093393007916) | > loss_disc_real_4: 0.23523946106433868 (0.22691749036312103) | > loss_disc_real_5: 0.28955167531967163 (0.26842209696769714) | > loss_0: 2.3228068351745605 (2.2646358013153076) | > loss_gen: 3.1599321365356445 (3.3083269198735556) | > loss_kl: 1.6619617938995361 (1.6790180404980977) | > loss_feat: 6.691656112670898 (7.032580614089966) | > loss_mel: 24.088340759277344 (23.963963508605957) | > loss_duration: 2.120058059692383 (2.280206839243571) | > loss_1: 37.721946716308594 (38.26409594217936)  --> STEP: 7 | > loss_disc: 2.6113390922546387 (2.314164842878069) | > loss_disc_real_0: 0.08044681698083878 (0.1097253965479987) | > loss_disc_real_1: 0.29961252212524414 (0.34671505859919954) | > loss_disc_real_2: 0.2330072671175003 (0.2515661290713719) | > loss_disc_real_3: 0.4822510778903961 (0.4082109544958387) | > loss_disc_real_4: 0.34132975339889526 (0.24326209936823165) | > loss_disc_real_5: 0.36665448546409607 (0.28245529532432556) | > loss_0: 2.6113390922546387 (2.314164842878069) | > loss_gen: 3.0706753730773926 (3.274376698902675) | > loss_kl: 1.9881662130355835 (1.72318206514631) | > loss_feat: 6.435015678405762 (6.9472141947065085) | > loss_mel: 22.451200485229492 (23.747854505266464) | > loss_duration: 2.4423000812530518 (2.303363016673497) | > loss_1: 36.38735580444336 (37.99599020821707)  --> STEP: 8 | > loss_disc: 2.4821646213531494 (2.3351648151874542) | > loss_disc_real_0: 0.13946126401424408 (0.11344237998127937) | > loss_disc_real_1: 0.36953940987586975 (0.34956810250878334) | > loss_disc_real_2: 0.3572601079940796 (0.26477787643671036) | > loss_disc_real_3: 0.389661580324173 (0.4058922827243805) | > loss_disc_real_4: 0.18368369340896606 (0.23581479862332344) | > loss_disc_real_5: 0.338634192943573 (0.2894776575267315) | > loss_0: 2.4821646213531494 (2.3351648151874542) | > loss_gen: 3.0432510375976562 (3.2454859912395477) | > loss_kl: 2.3079466819763184 (1.796277642250061) | > loss_feat: 7.5108418464660645 (7.017667651176453) | > loss_mel: 25.37890625 (23.951735973358154) | > loss_duration: 2.2243247032165527 (2.293483227491379) | > loss_1: 40.465267181396484 (38.3046498298645)  --> STEP: 9 | > loss_disc: 2.3048691749572754 (2.3317986329396567) | > loss_disc_real_0: 0.19643542170524597 (0.1226638290617201) | > loss_disc_real_1: 0.25459253787994385 (0.33901526199446785) | > loss_disc_real_2: 0.2502564787864685 (0.2631643878089057) | > loss_disc_real_3: 0.4344780445098877 (0.4090684784783257) | > loss_disc_real_4: 0.2086133360862732 (0.23279241389698452) | > loss_disc_real_5: 0.31310439109802246 (0.2921028501457638) | > loss_0: 2.3048691749572754 (2.3317986329396567) | > loss_gen: 3.3802881240844727 (3.260464006000095) | > loss_kl: 1.39613938331604 (1.7518178357018366) | > loss_feat: 7.80543851852417 (7.105197747548421) | > loss_mel: 25.265172958374023 (24.097673416137695) | > loss_duration: 2.16583251953125 (2.279299815495809) | > loss_1: 40.01287078857422 (38.494452158610024)  --> STEP: 10 | > loss_disc: 2.6796646118164062 (2.3665852308273316) | > loss_disc_real_0: 0.21848110854625702 (0.1322455570101738) | > loss_disc_real_1: 0.3510992228984833 (0.3402236580848694) | > loss_disc_real_2: 0.2635727524757385 (0.263205224275589) | > loss_disc_real_3: 0.33693593740463257 (0.40185522437095644) | > loss_disc_real_4: 0.2477148026227951 (0.2342846527695656) | > loss_disc_real_5: 0.3166227340698242 (0.2945548385381699) | > loss_0: 2.6796646118164062 (2.3665852308273316) | > loss_gen: 2.522157907485962 (3.1866333961486815) | > loss_kl: 2.0643224716186523 (1.783068299293518) | > loss_feat: 4.302835941314697 (6.824961566925049) | > loss_mel: 22.47997283935547 (23.935903358459473) | > loss_duration: 2.2610411643981934 (2.2774739503860473) | > loss_1: 33.63032913208008 (38.00803985595703)  --> STEP: 11 | > loss_disc: 1.9619097709655762 (2.329796552658081) | > loss_disc_real_0: 0.06135623902082443 (0.1258010735565966) | > loss_disc_real_1: 0.26202473044395447 (0.333114664662968) | > loss_disc_real_2: 0.15631189942359924 (0.2534876492890445) | > loss_disc_real_3: 0.3263830542564392 (0.3949941179969094) | > loss_disc_real_4: 0.2681910991668701 (0.23736705698750235) | > loss_disc_real_5: 0.2517383098602295 (0.2906624268401753) | > loss_0: 1.9619097709655762 (2.329796552658081) | > loss_gen: 3.668337821960449 (3.230424707586115) | > loss_kl: 1.7153916358947754 (1.7769158753481777) | > loss_feat: 8.439672470092773 (6.9717534672130235) | > loss_mel: 21.87980842590332 (23.748985637318004) | > loss_duration: 2.4369406700134277 (2.2919709248976274) | > loss_1: 38.14015197753906 (38.020050048828125)  --> STEP: 12 | > loss_disc: 2.7434098720550537 (2.3642643292744956) | > loss_disc_real_0: 0.20150667428970337 (0.1321098736176888) | > loss_disc_real_1: 0.37738311290740967 (0.3368037020166715) | > loss_disc_real_2: 0.31552940607070923 (0.25865779568751657) | > loss_disc_real_3: 0.5234785079956055 (0.4057011504968007) | > loss_disc_real_4: 0.28191423416137695 (0.2410793217519919) | > loss_disc_real_5: 0.3663347065448761 (0.29696845014890033) | > loss_0: 2.7434098720550537 (2.3642643292744956) | > loss_gen: 3.3201162815093994 (3.2378990054130554) | > loss_kl: 1.7438580989837646 (1.7741610606511433) | > loss_feat: 5.93729829788208 (6.885548869768779) | > loss_mel: 22.123321533203125 (23.613513628641766) | > loss_duration: 2.2346982955932617 (2.2871982057889304) | > loss_1: 35.35929489135742 (37.79832045237223)  --> STEP: 13 | > loss_disc: 2.5670323371887207 (2.3798618683448205) | > loss_disc_real_0: 0.14917807281017303 (0.13342281201711068) | > loss_disc_real_1: 0.41661912202835083 (0.3429433497098776) | > loss_disc_real_2: 0.2496880292892456 (0.2579678136568803) | > loss_disc_real_3: 0.46045175194740295 (0.40991273522377014) | > loss_disc_real_4: 0.29454097151756287 (0.2451917563493435) | > loss_disc_real_5: 0.4207369089126587 (0.3064891008230356) | > loss_0: 2.5670323371887207 (2.3798618683448205) | > loss_gen: 3.3800017833709717 (3.2488299883328953) | > loss_kl: 1.2963354587554932 (1.7374052451207087) | > loss_feat: 5.6830973625183105 (6.793052599980281) | > loss_mel: 24.3165283203125 (23.667591681847206) | > loss_duration: 2.134183645248413 (2.2754278549781213) | > loss_1: 36.81014633178711 (37.72230705848107)  --> STEP: 14 | > loss_disc: 2.7664408683776855 (2.4074746540614536) | > loss_disc_real_0: 0.1657334566116333 (0.1357307152024337) | > loss_disc_real_1: 0.4539836347103119 (0.35087479863848003) | > loss_disc_real_2: 0.26706352829933167 (0.25861750755991253) | > loss_disc_real_3: 0.5726604461669922 (0.42153757171971457) | > loss_disc_real_4: 0.298705130815506 (0.2490141402397837) | > loss_disc_real_5: 0.38094019889831543 (0.3118070363998413) | > loss_0: 2.7664408683776855 (2.4074746540614536) | > loss_gen: 3.3002142906188965 (3.252500295639038) | > loss_kl: 1.6546835899353027 (1.7314965554646082) | > loss_feat: 7.540870189666748 (6.8464681421007425) | > loss_mel: 23.36073875427246 (23.645673615591868) | > loss_duration: 2.3269402980804443 (2.279107315199716) | > loss_1: 38.18344497680664 (37.75524548121861)  --> STEP: 15 | > loss_disc: 2.016430377960205 (2.3814050356547036) | > loss_disc_real_0: 0.07368490099906921 (0.13159432758887607) | > loss_disc_real_1: 0.38308185338974 (0.3530219356218974) | > loss_disc_real_2: 0.18711930513381958 (0.25385096073150637) | > loss_disc_real_3: 0.3872552514076233 (0.4192520836989085) | > loss_disc_real_4: 0.1476823091506958 (0.2422586848338445) | > loss_disc_real_5: 0.1869286149740219 (0.30348180830478666) | > loss_0: 2.016430377960205 (2.3814050356547036) | > loss_gen: 3.859833240509033 (3.292989158630371) | > loss_kl: 1.9619027376174927 (1.746856967608134) | > loss_feat: 11.731330871582031 (7.172125657399495) | > loss_mel: 23.130220413208008 (23.611310068766276) | > loss_duration: 2.2864418029785156 (2.279596281051636) | > loss_1: 42.969730377197266 (38.10287780761719)  --> STEP: 16 | > loss_disc: 2.3149898052215576 (2.377254083752632) | > loss_disc_real_0: 0.08571703732013702 (0.1287269969470799) | > loss_disc_real_1: 0.33478301763534546 (0.3518820032477379) | > loss_disc_real_2: 0.28590652346611023 (0.2558544334024191) | > loss_disc_real_3: 0.5012179017066956 (0.4243749473243952) | > loss_disc_real_4: 0.21633382141590118 (0.24063838087022305) | > loss_disc_real_5: 0.3136788606643677 (0.3041191240772605) | > loss_0: 2.3149898052215576 (2.377254083752632) | > loss_gen: 3.6478538513183594 (3.3151682019233704) | > loss_kl: 1.5881218910217285 (1.7369360253214836) | > loss_feat: 9.596150398254395 (7.323627203702927) | > loss_mel: 25.793170928955078 (23.747676372528076) | > loss_duration: 2.373417615890503 (2.285460114479065) | > loss_1: 42.998714447021484 (38.408867597579956)  --> STEP: 17 | > loss_disc: 2.4641380310058594 (2.3823649041792927) | > loss_disc_real_0: 0.16678862273693085 (0.13096591611118877) | > loss_disc_real_1: 0.44686588644981384 (0.3574692904949188) | > loss_disc_real_2: 0.23415787518024445 (0.25457816527170296) | > loss_disc_real_3: 0.42128464579582214 (0.42419316488153797) | > loss_disc_real_4: 0.25867918133735657 (0.24169960442711325) | > loss_disc_real_5: 0.3162221908569336 (0.30483106918194713) | > loss_0: 2.4641380310058594 (2.3823649041792927) | > loss_gen: 3.4248411655426025 (3.321619552724502) | > loss_kl: 1.302042841911316 (1.7113540733561796) | > loss_feat: 6.531695365905762 (7.277042977950153) | > loss_mel: 21.266111373901367 (23.601701960844153) | > loss_duration: 2.357758045196533 (2.2897129339330338) | > loss_1: 34.882450103759766 (38.20143127441406)  --> STEP: 18 | > loss_disc: 2.1100919246673584 (2.3672386275397406) | > loss_disc_real_0: 0.17370755970478058 (0.13334045186638832) | > loss_disc_real_1: 0.37157684564590454 (0.35825304355886245) | > loss_disc_real_2: 0.23088742792606354 (0.2532620131969452) | > loss_disc_real_3: 0.2996872663497925 (0.41727617051866317) | > loss_disc_real_4: 0.21853598952293396 (0.24041273693243662) | > loss_disc_real_5: 0.2508242726325989 (0.3018306915958722) | > loss_0: 2.1100919246673584 (2.3672386275397406) | > loss_gen: 3.589858293533325 (3.3365217049916587) | > loss_kl: 1.7217698097229004 (1.711932725376553) | > loss_feat: 9.664983749389648 (7.409706354141235) | > loss_mel: 24.268390655517578 (23.638740221659344) | > loss_duration: 2.2333295345306396 (2.286580522855123) | > loss_1: 41.47833251953125 (38.38348134358724)  --> STEP: 19 | > loss_disc: 2.764984369277954 (2.388172613947015) | > loss_disc_real_0: 0.10224509984254837 (0.13170385439144938) | > loss_disc_real_1: 0.35191231966018677 (0.35791932124840586) | > loss_disc_real_2: 0.23176705837249756 (0.25213069978513214) | > loss_disc_real_3: 0.39551904797554016 (0.41613105880586726) | > loss_disc_real_4: 0.265318363904953 (0.24172355940467433) | > loss_disc_real_5: 0.2717708647251129 (0.30024859544477966) | > loss_0: 2.764984369277954 (2.388172613947015) | > loss_gen: 2.357118844985962 (3.2849741860439905) | > loss_kl: 1.3218268156051636 (1.6914008353885852) | > loss_feat: 5.345849990844727 (7.301082335020366) | > loss_mel: 18.62935447692871 (23.37508834035773) | > loss_duration: 2.3521156311035156 (2.2900297390787223) | > loss_1: 30.00626564025879 (37.94257525393837)  --> STEP: 20 | > loss_disc: 2.3688974380493164 (2.38720885515213) | > loss_disc_real_0: 0.18847081065177917 (0.13454220220446586) | > loss_disc_real_1: 0.29486098885536194 (0.35476640462875364) | > loss_disc_real_2: 0.24215784668922424 (0.25163205713033676) | > loss_disc_real_3: 0.4193347096443176 (0.4162912413477898) | > loss_disc_real_4: 0.24733339250087738 (0.24200405105948447) | > loss_disc_real_5: 0.3251985013484955 (0.3014960907399654) | > loss_0: 2.3688974380493164 (2.38720885515213) | > loss_gen: 3.4149832725524902 (3.2914746403694153) | > loss_kl: 1.9149525165557861 (1.702578419446945) | > loss_feat: 6.662819862365723 (7.269169211387634) | > loss_mel: 24.001575469970703 (23.40641269683838) | > loss_duration: 2.4012296199798584 (2.295589733123779) | > loss_1: 38.39555740356445 (37.96522436141968)  --> STEP: 21 | > loss_disc: 2.4157638549804688 (2.3885686170487177) | > loss_disc_real_0: 0.22964414954185486 (0.13907086636338914) | > loss_disc_real_1: 0.332245796918869 (0.35369399473780677) | > loss_disc_real_2: 0.25657764077186584 (0.2518675611132667) | > loss_disc_real_3: 0.468222051858902 (0.41876413708641413) | > loss_disc_real_4: 0.21596473455429077 (0.24076408360685622) | > loss_disc_real_5: 0.32715174555778503 (0.302717788588433) | > loss_0: 2.4157638549804688 (2.3885686170487177) | > loss_gen: 3.586960554122925 (3.3055453981672014) | > loss_kl: 1.1903960704803467 (1.678188783781869) | > loss_feat: 6.197570323944092 (7.218140692937942) | > loss_mel: 21.720836639404297 (23.3261471702939) | > loss_duration: 2.238260269165039 (2.2928597586495534) | > loss_1: 34.93402099609375 (37.820881344023206)  --> STEP: 22 | > loss_disc: 2.1170291900634766 (2.3762259158221157) | > loss_disc_real_0: 0.13774292171001434 (0.1390105052427812) | > loss_disc_real_1: 0.32311803102493286 (0.35230417820540344) | > loss_disc_real_2: 0.17966341972351074 (0.2485855546864596) | > loss_disc_real_3: 0.3267688453197479 (0.41458253291520203) | > loss_disc_real_4: 0.20514370501041412 (0.23914497548883612) | > loss_disc_real_5: 0.23022973537445068 (0.2994228770787065) | > loss_0: 2.1170291900634766 (2.3762259158221157) | > loss_gen: 3.121527910232544 (3.2971809668974443) | > loss_kl: 1.5379403829574585 (1.6718138564716687) | > loss_feat: 7.6884565353393555 (7.23951868577437) | > loss_mel: 22.316545486450195 (23.28025618466464) | > loss_duration: 2.215933322906494 (2.289363102479414) | > loss_1: 36.88040542602539 (37.77813243865967)  --> STEP: 23 | > loss_disc: 2.392693519592285 (2.376941898594732) | > loss_disc_real_0: 0.08107705414295197 (0.1364916595427886) | > loss_disc_real_1: 0.3746018707752228 (0.3532736430997434) | > loss_disc_real_2: 0.32698124647140503 (0.2519940630249355) | > loss_disc_real_3: 0.40329787135124207 (0.4140918954558995) | > loss_disc_real_4: 0.25986209511756897 (0.24004571982052014) | > loss_disc_real_5: 0.3072845935821533 (0.29976469083972596) | > loss_0: 2.392693519592285 (2.376941898594732) | > loss_gen: 3.479884624481201 (3.305124604183695) | > loss_kl: 1.4567941427230835 (1.6624651732652083) | > loss_feat: 6.6636643409729 (7.214481540348219) | > loss_mel: 22.22696876525879 (23.234461079473082) | > loss_duration: 2.346855640411377 (2.2918627780416734) | > loss_1: 36.17416763305664 (37.708394838416055)  --> STEP: 24 | > loss_disc: 2.3792290687561035 (2.3770371973514557) | > loss_disc_real_0: 0.15723349153995514 (0.13735590254267055) | > loss_disc_real_1: 0.2898868918418884 (0.35063252846399945) | > loss_disc_real_2: 0.2377672791481018 (0.25140128036340076) | > loss_disc_real_3: 0.4251611828804016 (0.4145531157652537) | > loss_disc_real_4: 0.2638634145259857 (0.2410381237665812) | > loss_disc_real_5: 0.28859564661979675 (0.2992993139972289) | > loss_0: 2.3792290687561035 (2.3770371973514557) | > loss_gen: 3.1710994243621826 (3.2995402216911316) | > loss_kl: 1.5332236289978027 (1.6570801089207332) | > loss_feat: 5.331528663635254 (7.136025170485179) | > loss_mel: 20.777360916137695 (23.132081906000774) | > loss_duration: 2.4667398929595947 (2.299149324496587) | > loss_1: 33.27995300292969 (37.52387642860412)  --> STEP: 25 | > loss_disc: 2.430835723876953 (2.3791891384124755) | > loss_disc_real_0: 0.16181214153766632 (0.13833415210247038) | > loss_disc_real_1: 0.4273526966571808 (0.3537013351917267) | > loss_disc_real_2: 0.2038206309080124 (0.24949805438518524) | > loss_disc_real_3: 0.5596134066581726 (0.4203555274009705) | > loss_disc_real_4: 0.2792406678199768 (0.24256622552871704) | > loss_disc_real_5: 0.2518285810947418 (0.29740048468112945) | > loss_0: 2.430835723876953 (2.3791891384124755) | > loss_gen: 3.941192626953125 (3.3252063179016114) | > loss_kl: 1.797175645828247 (1.6626839303970338) | > loss_feat: 9.212764739990234 (7.219094753265381) | > loss_mel: 21.73296546936035 (23.076117248535155) | > loss_duration: 2.4204933643341064 (2.3040030860900877) | > loss_1: 39.104591369628906 (37.587105026245105)  --> STEP: 26 | > loss_disc: 2.2224137783050537 (2.3731593168698826) | > loss_disc_real_0: 0.0633731484413147 (0.13545103657704133) | > loss_disc_real_1: 0.32624492049217224 (0.3526453192417438) | > loss_disc_real_2: 0.17323116958141327 (0.24656471266196325) | > loss_disc_real_3: 0.3303188383579254 (0.4168925778223918) | > loss_disc_real_4: 0.11950435489416122 (0.2378330766581572) | > loss_disc_real_5: 0.12746621668338776 (0.29086455129660094) | > loss_0: 2.2224137783050537 (2.3731593168698826) | > loss_gen: 2.4378151893615723 (3.2910758898808408) | > loss_kl: 1.8534647226333618 (1.670021653175354) | > loss_feat: 11.7950439453125 (7.395092799113347) | > loss_mel: 26.022016525268555 (23.189421066871056) | > loss_duration: 2.4090845584869385 (2.3080446811822743) | > loss_1: 44.517425537109375 (37.8536558151245) --> EVAL PERFORMANCE | > avg_loader_time: 0.0021705077244685246 (-4.887580871581988e-05) | > avg_loss_disc: 2.3731593168698826 (-0.2945299240259023) | > avg_loss_disc_real_0: 0.13545103657704133 (-0.08187786002571767) | > avg_loss_disc_real_1: 0.3526453192417438 (+0.03307706690751594) | > avg_loss_disc_real_2: 0.24656471266196325 (-0.05491839865079287) | > avg_loss_disc_real_3: 0.4168925778223918 (+0.03341208971463716) | > avg_loss_disc_real_4: 0.2378330766581572 (-0.11675871134950563) | > avg_loss_disc_real_5: 0.29086455129660094 (-0.06599973887205118) | > avg_loss_0: 2.3731593168698826 (-0.2945299240259023) | > avg_loss_gen: 3.2910758898808408 (+0.003366396977351638) | > avg_loss_kl: 1.670021653175354 (+0.0029969444641699816) | > avg_loss_feat: 7.395092799113347 (+0.48653553082392786) | > avg_loss_mel: 23.189421066871056 (+0.06850110567533108) | > avg_loss_duration: 2.3080446811822743 (+0.0010747451048622736) | > avg_loss_1: 37.8536558151245 (+0.5624749110295042)  > EPOCH: 6/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:13:30)   --> TIME: 2024-06-10 15:13:38 -- STEP: 19/330 -- GLOBAL_STEP: 90000 | > loss_disc: 2.3111226558685303 (2.2369751365561235) | > loss_disc_real_0: 0.12057921290397644 (0.13167253293489156) | > loss_disc_real_1: 0.1653170883655548 (0.2136971479968021) | > loss_disc_real_2: 0.23100823163986206 (0.22083216748739543) | > loss_disc_real_3: 0.2202347069978714 (0.2169806447468306) | > loss_disc_real_4: 0.22929885983467102 (0.20524081509364278) | > loss_disc_real_5: 0.24370646476745605 (0.236808916455821) | > loss_0: 2.3111226558685303 (2.2369751365561235) | > grad_norm_0: tensor(17.4363, device='cuda:0') (tensor(20.9444, device='cuda:0')) | > loss_gen: 2.64306378364563 (2.854227429942081) | > loss_kl: 1.3862614631652832 (1.4632744161706221) | > loss_feat: 7.573426723480225 (6.995401859283447) | > loss_mel: 23.06553840637207 (23.117737418726872) | > loss_duration: 2.2364959716796875 (2.3253314620570134) | > loss_1: 36.90478515625 (36.75597301282381) | > grad_norm_1: tensor(248.5951, device='cuda:0') (tensor(153.6246, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3315 (0.34493999732168096) | > loader_time: 0.0028 (0.0028989816966809726) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_90000.pth  --> TIME: 2024-06-10 15:13:52 -- STEP: 44/330 -- GLOBAL_STEP: 90025 | > loss_disc: 2.08695912361145 (2.1937680407003923) | > loss_disc_real_0: 0.10116717219352722 (0.12673419908705083) | > loss_disc_real_1: 0.2011062502861023 (0.20565973662517287) | > loss_disc_real_2: 0.20513829588890076 (0.21635352650826628) | > loss_disc_real_3: 0.23068562150001526 (0.22312990948557854) | > loss_disc_real_4: 0.2106318473815918 (0.21160759472034193) | > loss_disc_real_5: 0.19191500544548035 (0.22091444344683128) | > loss_0: 2.08695912361145 (2.1937680407003923) | > grad_norm_0: tensor(10.5614, device='cuda:0') (tensor(22.4302, device='cuda:0')) | > loss_gen: 2.9238197803497314 (2.8362618576396597) | > loss_kl: 1.3273059129714966 (1.4691821932792664) | > loss_feat: 7.226305961608887 (7.07813974944028) | > loss_mel: 22.92526626586914 (22.85779718919234) | > loss_duration: 2.103708028793335 (2.231600084088065) | > loss_1: 36.506404876708984 (36.472981366244206) | > grad_norm_1: tensor(306.7180, device='cuda:0') (tensor(205.5108, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3512 (0.35096489841287776) | > loader_time: 0.003 (0.0030820044604214754)  --> TIME: 2024-06-10 15:14:01 -- STEP: 69/330 -- GLOBAL_STEP: 90050 | > loss_disc: 2.2201313972473145 (2.170054577398992) | > loss_disc_real_0: 0.16007086634635925 (0.12913616600891817) | > loss_disc_real_1: 0.20655778050422668 (0.20609393780646118) | > loss_disc_real_2: 0.19669149816036224 (0.21029724375061368) | > loss_disc_real_3: 0.22543129324913025 (0.21460971365804257) | > loss_disc_real_4: 0.21898040175437927 (0.20592072130977243) | > loss_disc_real_5: 0.22376856207847595 (0.21527707965477652) | > loss_0: 2.2201313972473145 (2.170054577398992) | > grad_norm_0: tensor(6.8917, device='cuda:0') (tensor(20.4225, device='cuda:0')) | > loss_gen: 2.7976014614105225 (2.8028576512267622) | > loss_kl: 1.25002920627594 (1.460087976593902) | > loss_feat: 6.980375289916992 (7.064718536708666) | > loss_mel: 22.047199249267578 (22.796413089918055) | > loss_duration: 2.0973682403564453 (2.1992237464241358) | > loss_1: 35.172569274902344 (36.323301177093924) | > grad_norm_1: tensor(94.8258, device='cuda:0') (tensor(186.4440, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3411 (0.34865235245746107) | > loader_time: 0.0033 (0.0031925491664720617)  --> TIME: 2024-06-10 15:14:10 -- STEP: 94/330 -- GLOBAL_STEP: 90075 | > loss_disc: 2.248501777648926 (2.1640940169070637) | > loss_disc_real_0: 0.10872864723205566 (0.12854948279229875) | > loss_disc_real_1: 0.24057187139987946 (0.20505599645858116) | > loss_disc_real_2: 0.21143683791160583 (0.21026694774627686) | > loss_disc_real_3: 0.21615612506866455 (0.215675949891831) | > loss_disc_real_4: 0.21312053501605988 (0.20600982485933506) | > loss_disc_real_5: 0.2332106977701187 (0.2132252667178499) | > loss_0: 2.248501777648926 (2.1640940169070637) | > grad_norm_0: tensor(6.6946, device='cuda:0') (tensor(16.9700, device='cuda:0')) | > loss_gen: 2.5315940380096436 (2.7958660531551294) | > loss_kl: 1.440484881401062 (1.4528176353332845) | > loss_feat: 6.666116714477539 (7.066178758093652) | > loss_mel: 23.11235809326172 (22.64048901010067) | > loss_duration: 2.1630451679229736 (2.185275552120614) | > loss_1: 35.913597106933594 (36.140627150839926) | > grad_norm_1: tensor(100.0517, device='cuda:0') (tensor(156.5680, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3384 (0.34919700216739713) | > loader_time: 0.0034 (0.0032980594229190907)  --> TIME: 2024-06-10 15:14:19 -- STEP: 119/330 -- GLOBAL_STEP: 90100 | > loss_disc: 2.149402379989624 (2.1534470099360994) | > loss_disc_real_0: 0.1182912141084671 (0.1272796312613146) | > loss_disc_real_1: 0.24313680827617645 (0.2027803835999064) | > loss_disc_real_2: 0.1769004464149475 (0.20942201759634899) | > loss_disc_real_3: 0.20085154473781586 (0.21422799895791447) | > loss_disc_real_4: 0.21605217456817627 (0.2046161247652118) | > loss_disc_real_5: 0.1909881830215454 (0.21079374874840265) | > loss_0: 2.149402379989624 (2.1534470099360994) | > grad_norm_0: tensor(7.9489, device='cuda:0') (tensor(15.1559, device='cuda:0')) | > loss_gen: 2.6639633178710938 (2.7922348214798625) | > loss_kl: 1.3863505125045776 (1.4416252304525936) | > loss_feat: 7.08821964263916 (7.11438200654102) | > loss_mel: 22.69554328918457 (22.592145823630965) | > loss_duration: 2.113535165786743 (2.1776967289067115) | > loss_1: 35.94761276245117 (36.118084755264405) | > grad_norm_1: tensor(81.3308, device='cuda:0') (tensor(138.3746, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.352 (0.34992724106091394) | > loader_time: 0.0036 (0.0033937662589449843)  --> TIME: 2024-06-10 15:14:28 -- STEP: 144/330 -- GLOBAL_STEP: 90125 | > loss_disc: 1.9107195138931274 (2.146951297918955) | > loss_disc_real_0: 0.09010184556245804 (0.1254147287302961) | > loss_disc_real_1: 0.18402382731437683 (0.20228151790797708) | > loss_disc_real_2: 0.16560591757297516 (0.20847356826480892) | > loss_disc_real_3: 0.1517575979232788 (0.21283806550006068) | > loss_disc_real_4: 0.15030153095722198 (0.20344080620755756) | > loss_disc_real_5: 0.15394173562526703 (0.20747673201064265) | > loss_0: 1.9107195138931274 (2.146951297918955) | > grad_norm_0: tensor(12.0251, device='cuda:0') (tensor(14.3014, device='cuda:0')) | > loss_gen: 3.1042652130126953 (2.786391647325622) | > loss_kl: 1.415906548500061 (1.4406018878022833) | > loss_feat: 8.634071350097656 (7.142753822935952) | > loss_mel: 23.193490982055664 (22.58153102133009) | > loss_duration: 2.1240644454956055 (2.177472536762555) | > loss_1: 38.471797943115234 (36.128751039504984) | > grad_norm_1: tensor(151.2175, device='cuda:0') (tensor(132.9762, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3578 (0.3511510160234238) | > loader_time: 0.0037 (0.0034795006116231284)  --> TIME: 2024-06-10 15:14:37 -- STEP: 169/330 -- GLOBAL_STEP: 90150 | > loss_disc: 2.160066604614258 (2.1468116108482396) | > loss_disc_real_0: 0.10002155601978302 (0.12457802316405364) | > loss_disc_real_1: 0.1870146095752716 (0.203128254008011) | > loss_disc_real_2: 0.23893727362155914 (0.20922795378950215) | > loss_disc_real_3: 0.20558802783489227 (0.21238033279512047) | > loss_disc_real_4: 0.22470910847187042 (0.2025904668682426) | > loss_disc_real_5: 0.2265792191028595 (0.20807511125795936) | > loss_0: 2.160066604614258 (2.1468116108482396) | > grad_norm_0: tensor(11.6641, device='cuda:0') (tensor(14.1276, device='cuda:0')) | > loss_gen: 2.614673614501953 (2.7842978612911065) | > loss_kl: 1.1992039680480957 (1.4411094499057566) | > loss_feat: 6.867641925811768 (7.130181052981044) | > loss_mel: 22.293899536132812 (22.558713969394304) | > loss_duration: 2.1922011375427246 (2.1788927210858593) | > loss_1: 35.16761779785156 (36.09319519855565) | > grad_norm_1: tensor(191.0673, device='cuda:0') (tensor(136.7396, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3681 (0.3531376793539735) | > loader_time: 0.0044 (0.0035721381035076797)  --> TIME: 2024-06-10 15:14:47 -- STEP: 194/330 -- GLOBAL_STEP: 90175 | > loss_disc: 2.2220096588134766 (2.1441026502048834) | > loss_disc_real_0: 0.1303335428237915 (0.12344516011089393) | > loss_disc_real_1: 0.22373066842556 (0.2032598973319088) | > loss_disc_real_2: 0.20580193400382996 (0.20900323119052902) | > loss_disc_real_3: 0.2164207249879837 (0.21223224630368118) | > loss_disc_real_4: 0.22460901737213135 (0.20120505320349924) | > loss_disc_real_5: 0.236326664686203 (0.20657253695517466) | > loss_0: 2.2220096588134766 (2.1441026502048834) | > grad_norm_0: tensor(22.2606, device='cuda:0') (tensor(14.3817, device='cuda:0')) | > loss_gen: 2.810072898864746 (2.7899462230426737) | > loss_kl: 1.6952232122421265 (1.4355294827333425) | > loss_feat: 6.8683881759643555 (7.15748754235887) | > loss_mel: 23.499608993530273 (22.568790652088282) | > loss_duration: 2.1670384407043457 (2.1830579607757095) | > loss_1: 37.04033279418945 (36.13481199126882) | > grad_norm_1: tensor(210.6065, device='cuda:0') (tensor(137.5078, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3738 (0.3559080165686065) | > loader_time: 0.0048 (0.0036904504618693874)  --> TIME: 2024-06-10 15:14:57 -- STEP: 219/330 -- GLOBAL_STEP: 90200 | > loss_disc: 2.1003258228302 (2.1464015256324314) | > loss_disc_real_0: 0.14643844962120056 (0.12376498475194522) | > loss_disc_real_1: 0.15883749723434448 (0.2035028397968915) | > loss_disc_real_2: 0.24535416066646576 (0.20970569972850414) | > loss_disc_real_3: 0.21244093775749207 (0.2128050736912853) | > loss_disc_real_4: 0.24334931373596191 (0.20124046606560278) | > loss_disc_real_5: 0.2071295976638794 (0.2050793700294407) | > loss_0: 2.1003258228302 (2.1464015256324314) | > grad_norm_0: tensor(17.3866, device='cuda:0') (tensor(15.2364, device='cuda:0')) | > loss_gen: 2.787091016769409 (2.7947454931529134) | > loss_kl: 1.6406376361846924 (1.4397686654574244) | > loss_feat: 8.074392318725586 (7.200097848291266) | > loss_mel: 23.031198501586914 (22.57044058847645) | > loss_duration: 2.23708438873291 (2.187886455832006) | > loss_1: 37.77040100097656 (36.19293916606467) | > grad_norm_1: tensor(270.4398, device='cuda:0') (tensor(145.7746, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.3748 (0.35880259727234154) | > loader_time: 0.0048 (0.003809219081652219)  --> TIME: 2024-06-10 15:15:07 -- STEP: 244/330 -- GLOBAL_STEP: 90225 | > loss_disc: 2.3110344409942627 (2.14945616341028) | > loss_disc_real_0: 0.16617895662784576 (0.12331804868261345) | > loss_disc_real_1: 0.2540300190448761 (0.20288394141148347) | > loss_disc_real_2: 0.21182197332382202 (0.20942785529816735) | > loss_disc_real_3: 0.2144974172115326 (0.21344001377459426) | > loss_disc_real_4: 0.2067890763282776 (0.2013493326233059) | > loss_disc_real_5: 0.2479276806116104 (0.2062437207605995) | > loss_0: 2.3110344409942627 (2.14945616341028) | > grad_norm_0: tensor(21.0220, device='cuda:0') (tensor(15.3889, device='cuda:0')) | > loss_gen: 2.7931735515594482 (2.789202286571752) | > loss_kl: 1.307891845703125 (1.433586589625624) | > loss_feat: 6.637914657592773 (7.190126176740303) | > loss_mel: 21.105844497680664 (22.531515019838928) | > loss_duration: 2.2028965950012207 (2.1945875160029673) | > loss_1: 34.04772186279297 (36.13901771482873) | > grad_norm_1: tensor(220.4357, device='cuda:0') (tensor(145.6882, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.4075 (0.3625173940033208) | > loader_time: 0.0052 (0.003930944888318171)  --> TIME: 2024-06-10 15:15:17 -- STEP: 269/330 -- GLOBAL_STEP: 90250 | > loss_disc: 1.9810034036636353 (2.1501784789961054) | > loss_disc_real_0: 0.08716977387666702 (0.12433075206873585) | > loss_disc_real_1: 0.13657018542289734 (0.2040495897979098) | > loss_disc_real_2: 0.21854913234710693 (0.20976435434641003) | > loss_disc_real_3: 0.20555326342582703 (0.21331460696392338) | > loss_disc_real_4: 0.21993528306484222 (0.20190632725515337) | > loss_disc_real_5: 0.21642740070819855 (0.2060536113758069) | > loss_0: 1.9810034036636353 (2.1501784789961054) | > grad_norm_0: tensor(22.5787, device='cuda:0') (tensor(15.3685, device='cuda:0')) | > loss_gen: 2.819180488586426 (2.7892099100417798) | > loss_kl: 1.3090332746505737 (1.4342895537947187) | > loss_feat: 7.15632438659668 (7.219415916386147) | > loss_mel: 20.603219985961914 (22.50133922108931) | > loss_duration: 2.2787725925445557 (2.200783317417016) | > loss_1: 34.16653060913086 (36.14503803749509) | > grad_norm_1: tensor(214.8855, device='cuda:0') (tensor(148.0615, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.4312 (0.3681988795893785) | > loader_time: 0.005 (0.004076514545426493)  --> TIME: 2024-06-10 15:15:29 -- STEP: 294/330 -- GLOBAL_STEP: 90275 | > loss_disc: 2.125775098800659 (2.1522897688709945) | > loss_disc_real_0: 0.12688979506492615 (0.12489600056389562) | > loss_disc_real_1: 0.1965716928243637 (0.20439776798494816) | > loss_disc_real_2: 0.20057380199432373 (0.20965134778193073) | > loss_disc_real_3: 0.2150038629770279 (0.2133918249992286) | > loss_disc_real_4: 0.24692009389400482 (0.20170637681370696) | > loss_disc_real_5: 0.2094998061656952 (0.20587129903589776) | > loss_0: 2.125775098800659 (2.1522897688709945) | > grad_norm_0: tensor(10.0213, device='cuda:0') (tensor(15.5353, device='cuda:0')) | > loss_gen: 2.5955259799957275 (2.7832917445370926) | > loss_kl: 1.4348562955856323 (1.4356134108134673) | > loss_feat: 8.296907424926758 (7.233817473560775) | > loss_mel: 22.462377548217773 (22.47711192669512) | > loss_duration: 2.337759494781494 (2.2085985918434297) | > loss_1: 37.1274299621582 (36.138433222868) | > grad_norm_1: tensor(160.9537, device='cuda:0') (tensor(152.4381, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.4577 (0.3754055224308351) | > loader_time: 0.0061 (0.004238138393479949)  --> TIME: 2024-06-10 15:15:42 -- STEP: 319/330 -- GLOBAL_STEP: 90300 | > loss_disc: 2.466665267944336 (2.1567526771730763) | > loss_disc_real_0: 0.10853911936283112 (0.12572417800609598) | > loss_disc_real_1: 0.21347485482692719 (0.2048089706972475) | > loss_disc_real_2: 0.2043718546628952 (0.21013020151834885) | > loss_disc_real_3: 0.25765734910964966 (0.2141006082109523) | > loss_disc_real_4: 0.26297828555107117 (0.20238377294009766) | > loss_disc_real_5: 0.2781473994255066 (0.2059220739619858) | > loss_0: 2.466665267944336 (2.1567526771730763) | > grad_norm_0: tensor(23.4343, device='cuda:0') (tensor(15.3896, device='cuda:0')) | > loss_gen: 2.4609873294830322 (2.7820398762682013) | > loss_kl: 1.5632987022399902 (1.4374006164485003) | > loss_feat: 7.100479602813721 (7.264629730236567) | > loss_mel: 22.37799644470215 (22.45036944924477) | > loss_duration: 2.382908821105957 (2.2210438513083135) | > loss_1: 35.88566970825195 (36.155483568723675) | > grad_norm_1: tensor(183.9435, device='cuda:0') (tensor(151.1822, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.5596 (0.3863486466362932) | > loader_time: 0.0073 (0.004453526768938501)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5330185890197754 (2.5330185890197754) | > loss_disc_real_0: 0.19712813198566437 (0.19712813198566437) | > loss_disc_real_1: 0.26316314935684204 (0.26316314935684204) | > loss_disc_real_2: 0.24350689351558685 (0.24350689351558685) | > loss_disc_real_3: 0.19554778933525085 (0.19554778933525085) | > loss_disc_real_4: 0.20222127437591553 (0.20222127437591553) | > loss_disc_real_5: 0.2749965190887451 (0.2749965190887451) | > loss_0: 2.5330185890197754 (2.5330185890197754) | > loss_gen: 2.27339506149292 (2.27339506149292) | > loss_kl: 1.332960844039917 (1.332960844039917) | > loss_feat: 4.789202690124512 (4.789202690124512) | > loss_mel: 21.768098831176758 (21.768098831176758) | > loss_duration: 2.8266496658325195 (2.8266496658325195) | > loss_1: 32.99030685424805 (32.99030685424805)  --> STEP: 1 | > loss_disc: 2.4089646339416504 (2.4089646339416504) | > loss_disc_real_0: 0.07788483798503876 (0.07788483798503876) | > loss_disc_real_1: 0.22206749022006989 (0.22206749022006989) | > loss_disc_real_2: 0.2669728398323059 (0.2669728398323059) | > loss_disc_real_3: 0.2752234637737274 (0.2752234637737274) | > loss_disc_real_4: 0.33991125226020813 (0.33991125226020813) | > loss_disc_real_5: 0.3717055916786194 (0.3717055916786194) | > loss_0: 2.4089646339416504 (2.4089646339416504) | > loss_gen: 2.757603645324707 (2.757603645324707) | > loss_kl: 2.557645082473755 (2.557645082473755) | > loss_feat: 4.871522903442383 (4.871522903442383) | > loss_mel: 22.9136905670166 (22.9136905670166) | > loss_duration: 2.4017632007598877 (2.4017632007598877) | > loss_1: 35.50222396850586 (35.50222396850586)  --> STEP: 2 | > loss_disc: 2.674630641937256 (2.541797637939453) | > loss_disc_real_0: 0.23926575481891632 (0.15857529640197754) | > loss_disc_real_1: 0.24297276139259338 (0.23252012580633163) | > loss_disc_real_2: 0.36539819836616516 (0.31618551909923553) | > loss_disc_real_3: 0.2603784203529358 (0.2678009420633316) | > loss_disc_real_4: 0.28758537769317627 (0.3137483149766922) | > loss_disc_real_5: 0.43189147114753723 (0.4017985314130783) | > loss_0: 2.674630641937256 (2.541797637939453) | > loss_gen: 2.821986675262451 (2.789795160293579) | > loss_kl: 1.4971072673797607 (2.027376174926758) | > loss_feat: 6.259922981262207 (5.565722942352295) | > loss_mel: 22.229143142700195 (22.5714168548584) | > loss_duration: 2.3361940383911133 (2.3689786195755005) | > loss_1: 35.144351959228516 (35.32328796386719)  --> STEP: 3 | > loss_disc: 2.0635781288146973 (2.3823911348978677) | > loss_disc_real_0: 0.10990537703037262 (0.1423519899447759) | > loss_disc_real_1: 0.2002241611480713 (0.22175480425357819) | > loss_disc_real_2: 0.25345903635025024 (0.2952766915162404) | > loss_disc_real_3: 0.23998461663722992 (0.25852883358796436) | > loss_disc_real_4: 0.26761195063591003 (0.29836952686309814) | > loss_disc_real_5: 0.4404723346233368 (0.4146897991498311) | > loss_0: 2.0635781288146973 (2.3823911348978677) | > loss_gen: 3.910975456237793 (3.163521925608317) | > loss_kl: 1.7514020204544067 (1.9353847901026409) | > loss_feat: 8.1083984375 (6.413281440734863) | > loss_mel: 22.995864868164062 (22.712899525960285) | > loss_duration: 2.160536766052246 (2.2994980017344155) | > loss_1: 38.927181243896484 (36.52458572387695)  --> STEP: 4 | > loss_disc: 2.0390806198120117 (2.296563506126404) | > loss_disc_real_0: 0.1274886578321457 (0.13863615691661835) | > loss_disc_real_1: 0.11557893455028534 (0.19521083682775497) | > loss_disc_real_2: 0.1810934841632843 (0.2667308896780014) | > loss_disc_real_3: 0.2629101574420929 (0.2596241645514965) | > loss_disc_real_4: 0.17377951741218567 (0.26722202450037) | > loss_disc_real_5: 0.3261502683162689 (0.3925549164414406) | > loss_0: 2.0390806198120117 (2.296563506126404) | > loss_gen: 2.7660534381866455 (3.064154803752899) | > loss_kl: 1.4914571046829224 (1.8244028687477112) | > loss_feat: 6.889193058013916 (6.5322593450546265) | > loss_mel: 23.92875862121582 (23.01686429977417) | > loss_duration: 2.265897274017334 (2.2910978198051453) | > loss_1: 37.34135818481445 (36.72877883911133)  --> STEP: 5 | > loss_disc: 1.9076176881790161 (2.218774342536926) | > loss_disc_real_0: 0.13157932460308075 (0.13722479045391084) | > loss_disc_real_1: 0.19716881215572357 (0.1956024318933487) | > loss_disc_real_2: 0.19196471571922302 (0.2517776548862457) | > loss_disc_real_3: 0.1545678675174713 (0.23861290514469147) | > loss_disc_real_4: 0.1861933171749115 (0.25101628303527834) | > loss_disc_real_5: 0.1824619621038437 (0.3505363255739212) | > loss_0: 1.9076176881790161 (2.218774342536926) | > loss_gen: 2.7457308769226074 (3.000470018386841) | > loss_kl: 0.9795032143592834 (1.6554229378700256) | > loss_feat: 6.1429548263549805 (6.454398441314697) | > loss_mel: 22.823740005493164 (22.978239440917967) | > loss_duration: 2.405076026916504 (2.313893461227417) | > loss_1: 35.09700393676758 (36.40242385864258)  --> STEP: 6 | > loss_disc: 1.7784132957458496 (2.1453808347384133) | > loss_disc_real_0: 0.16251155734062195 (0.14143925160169601) | > loss_disc_real_1: 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loss_disc_real_4: 0.18712304532527924 (0.22521511571747915) | > loss_disc_real_5: 0.2908903956413269 (0.33253113499709536) | > loss_0: 2.327225685119629 (2.1713586705071584) | > loss_gen: 2.5547213554382324 (3.031952142715454) | > loss_kl: 1.8793617486953735 (1.6594875284603663) | > loss_feat: 6.72305965423584 (6.722515446799142) | > loss_mel: 22.64590072631836 (23.315445763724192) | > loss_duration: 2.404052734375 (2.301210709980556) | > loss_1: 36.207096099853516 (37.03061131068638)  --> STEP: 8 | > loss_disc: 1.7688757181167603 (2.1210483014583588) | > loss_disc_real_0: 0.14753331243991852 (0.14832320995628834) | > loss_disc_real_1: 0.11898402124643326 (0.18126175086945295) | > loss_disc_real_2: 0.15914475917816162 (0.218115096911788) | > loss_disc_real_3: 0.1439330279827118 (0.21195112355053425) | > loss_disc_real_4: 0.13043442368507385 (0.2133675292134285) | > loss_disc_real_5: 0.13768696784973145 (0.3081756141036749) | > loss_0: 1.7688757181167603 (2.1210483014583588) | > loss_gen: 2.7566323280334473 (2.9975371658802032) | > loss_kl: 2.2746152877807617 (1.7363784983754158) | > loss_feat: 10.499523162841797 (7.194641411304474) | > loss_mel: 25.684112548828125 (23.611529111862183) | > loss_duration: 2.2547194957733154 (2.295399308204651) | > loss_1: 43.4696044921875 (37.83548545837402)  --> STEP: 9 | > loss_disc: 2.176607847213745 (2.1272215843200684) | > loss_disc_real_0: 0.14875108003616333 (0.14837075107627445) | > loss_disc_real_1: 0.16325610876083374 (0.17926112396849525) | > loss_disc_real_2: 0.19364334642887115 (0.21539601352479723) | > loss_disc_real_3: 0.14055003225803375 (0.20401766896247864) | > loss_disc_real_4: 0.1597783863544464 (0.20741318000687492) | > loss_disc_real_5: 0.3097226917743683 (0.30834751162264085) | > loss_0: 2.176607847213745 (2.1272215843200684) | > loss_gen: 2.669962167739868 (2.9611399438646107) | > loss_kl: 1.9351838827133179 (1.7584679855240717) | > loss_feat: 10.870104789733887 (7.603026231129964) | > loss_mel: 22.177907943725586 (23.452237870958115) | > loss_duration: 2.1554641723632812 (2.279850959777832) | > loss_1: 39.808624267578125 (38.05472310384115)  --> STEP: 10 | > loss_disc: 2.1628425121307373 (2.1307836771011353) | > loss_disc_real_0: 0.08890931308269501 (0.1424246072769165) | > loss_disc_real_1: 0.24990516901016235 (0.18632552847266198) | > loss_disc_real_2: 0.23072855174541473 (0.21692926734685897) | > loss_disc_real_3: 0.20378145575523376 (0.20399404764175416) | > loss_disc_real_4: 0.21854157745838165 (0.20852601975202562) | > loss_disc_real_5: 0.28740936517715454 (0.3062536969780922) | > loss_0: 2.1628425121307373 (2.1307836771011353) | > loss_gen: 2.974517822265625 (2.9624777317047117) | > loss_kl: 1.7170172929763794 (1.7543229162693024) | > loss_feat: 7.642622947692871 (7.6069859027862545) | > loss_mel: 22.602317810058594 (23.367245864868163) | > loss_duration: 2.254624366760254 (2.277328300476074) | > loss_1: 37.19110107421875 (37.968360900878906)  --> STEP: 11 | > loss_disc: 1.774324893951416 (2.0983783331784336) | > loss_disc_real_0: 0.057856485247612 (0.13473659618334335) | > loss_disc_real_1: 0.14944976568222046 (0.18297318640080365) | > loss_disc_real_2: 0.19401295483112335 (0.21484596620906482) | > loss_disc_real_3: 0.1830987185239792 (0.20209447226741098) | > loss_disc_real_4: 0.21961982548236847 (0.20953454754569314) | > loss_disc_real_5: 0.1918884962797165 (0.2958568605509671) | > loss_0: 1.774324893951416 (2.0983783331784336) | > loss_gen: 2.9125304222106934 (2.957937067205256) | > loss_kl: 1.4113506078720093 (1.723143615505912) | > loss_feat: 6.805683612823486 (7.534140240062367) | > loss_mel: 23.724964141845703 (23.399765708229758) | > loss_duration: 2.403381824493408 (2.2887877117503774) | > loss_1: 37.25790786743164 (37.90377426147461)  --> STEP: 12 | > loss_disc: 1.8984965085983276 (2.0817215144634247) | > loss_disc_real_0: 0.05915612727403641 (0.12843822377423444) | > loss_disc_real_1: 0.17643028497695923 (0.18242794461548328) | > loss_disc_real_2: 0.22018949687480927 (0.2152912604312102) | > loss_disc_real_3: 0.24149200320243835 (0.2053775998453299) | > loss_disc_real_4: 0.2654566764831543 (0.21419472495714822) | > loss_disc_real_5: 0.2420273721218109 (0.2913710698485374) | > loss_0: 1.8984965085983276 (2.0817215144634247) | > loss_gen: 3.1251413822174072 (2.971870760122935) | > loss_kl: 1.639188289642334 (1.7161473383506138) | > loss_feat: 6.782781600952148 (7.471527020136516) | > loss_mel: 24.265233993530273 (23.471888065338135) | > loss_duration: 2.2198486328125 (2.283042788505554) | > loss_1: 38.03219223022461 (37.914475758870445)  --> STEP: 13 | > loss_disc: 2.204437255859375 (2.0911611868784976) | > loss_disc_real_0: 0.2048652172088623 (0.13431722326920584) | > loss_disc_real_1: 0.32484039664268494 (0.1933827486175757) | > loss_disc_real_2: 0.24147538840770721 (0.21730542412170997) | > loss_disc_real_3: 0.20172041654586792 (0.2050962780530636) | > loss_disc_real_4: 0.26611801981925964 (0.21818882456192604) | > loss_disc_real_5: 0.43421727418899536 (0.302359239413188) | > loss_0: 2.204437255859375 (2.0911611868784976) | > loss_gen: 3.9383134841918945 (3.0462125081282396) | > loss_kl: 1.682273030281067 (1.7135416223452642) | > loss_feat: 6.780002117156982 (7.418332796830398) | > loss_mel: 20.752408981323242 (23.262697366567757) | > loss_duration: 2.152278423309326 (2.2729839911827674) | > loss_1: 35.305274963378906 (37.713768005371094)  --> STEP: 14 | > loss_disc: 1.8365892171859741 (2.072977474757603) | > loss_disc_real_0: 0.08183081448078156 (0.13056819407003267) | > loss_disc_real_1: 0.17031265795230865 (0.19173488499862806) | > loss_disc_real_2: 0.17443743348121643 (0.21424342479024613) | > loss_disc_real_3: 0.26407748460769653 (0.20930922137839453) | > loss_disc_real_4: 0.1551738679409027 (0.21368775623185293) | > loss_disc_real_5: 0.30312380194664 (0.3024138510227203) | > loss_0: 1.8365892171859741 (2.072977474757603) | > loss_gen: 3.192995071411133 (3.0566969769341603) | > loss_kl: 1.9532405138015747 (1.7306629717350006) | > loss_feat: 8.81850528717041 (7.51834511756897) | > loss_mel: 25.03237533569336 (23.389102935791016) | > loss_duration: 2.360380172729492 (2.2792265755789622) | > loss_1: 41.35749816894531 (37.974034445626394)  --> STEP: 15 | > loss_disc: 2.2950899600982666 (2.087784973780314) | > loss_disc_real_0: 0.1638239622116089 (0.13278524527947108) | > loss_disc_real_1: 0.17427052557468414 (0.19057059437036514) | > loss_disc_real_2: 0.18250732123851776 (0.21212768455346426) | > loss_disc_real_3: 0.2317870408296585 (0.21080774267514546) | > loss_disc_real_4: 0.2530418932437897 (0.21631136536598206) | > loss_disc_real_5: 0.36697325110435486 (0.3067178110281626) | > loss_0: 2.2950899600982666 (2.087784973780314) | > loss_gen: 2.8594892024993896 (3.0435497919718424) | > loss_kl: 1.5930311679840088 (1.7214875181516012) | > loss_feat: 6.092020511627197 (7.423256810506185) | > loss_mel: 22.38990020751953 (23.322489420572918) | > loss_duration: 2.2841527462005615 (2.2795549869537353) | > loss_1: 35.21859359741211 (37.79033838907878)  --> STEP: 16 | > loss_disc: 1.9573955535888672 (2.0796356350183487) | > loss_disc_real_0: 0.13035543262958527 (0.13263338198885322) | > loss_disc_real_1: 0.1991916447877884 (0.1911094100214541) | > loss_disc_real_2: 0.25210630893707275 (0.21462634857743979) | > loss_disc_real_3: 0.2641708552837372 (0.21414293721318245) | > loss_disc_real_4: 0.2157370150089264 (0.21627546846866608) | > loss_disc_real_5: 0.2937414348125458 (0.30590678751468653) | > loss_0: 1.9573955535888672 (2.0796356350183487) | > loss_gen: 3.5584638118743896 (3.0757319182157516) | > loss_kl: 1.787806510925293 (1.725632455199957) | > loss_feat: 9.102432250976562 (7.5282052755355835) | > loss_mel: 24.384485244750977 (23.388864159584045) | > loss_duration: 2.399993658065796 (2.287082403898239) | > loss_1: 41.23318099975586 (38.005516052246094)  --> STEP: 17 | > loss_disc: 1.8642146587371826 (2.0669638128841625) | > loss_disc_real_0: 0.10701338201761246 (0.13112632316701553) | > loss_disc_real_1: 0.2214152067899704 (0.19289210394901388) | > loss_disc_real_2: 0.24187178909778595 (0.21622902154922485) | > loss_disc_real_3: 0.1764782965183258 (0.211927370113485) | > loss_disc_real_4: 0.15650562942028046 (0.2127595955834669) | > loss_disc_real_5: 0.150997593998909 (0.29679448201375846) | > loss_0: 1.8642146587371826 (2.0669638128841625) | > loss_gen: 3.067636728286743 (3.0752557305728687) | > loss_kl: 1.2666611671447754 (1.6986341441378874) | > loss_feat: 7.078062534332275 (7.501726290758918) | > loss_mel: 19.701139450073242 (23.171939176671646) | > loss_duration: 2.333983898162842 (2.289841315325569) | > loss_1: 33.44748306274414 (37.73739646462833)  --> STEP: 18 | > loss_disc: 2.7905054092407227 (2.1071605682373047) | > loss_disc_real_0: 0.23395635187625885 (0.13683910253975126) | > loss_disc_real_1: 0.26521241664886475 (0.19690989909900558) | > loss_disc_real_2: 0.3971247971057892 (0.22627878685792288) | > loss_disc_real_3: 0.4275340735912323 (0.2239055203066932) | > loss_disc_real_4: 0.43461117148399353 (0.22508468313349617) | > loss_disc_real_5: 0.5199548602104187 (0.30919228080246186) | > loss_0: 2.7905054092407227 (2.1071605682373047) | > loss_gen: 3.9325039386749268 (3.122880631022983) | > loss_kl: 1.323004961013794 (1.677765856186549) | > loss_feat: 8.371267318725586 (7.550034125645955) | > loss_mel: 26.098899841308594 (23.33454810248481) | > loss_duration: 2.2564501762390137 (2.287986252042982) | > loss_1: 41.98212432861328 (37.97321467929416)  --> STEP: 19 | > loss_disc: 2.1805641651153564 (2.1110239154414128) | > loss_disc_real_0: 0.13305628299713135 (0.1366400067743502) | > loss_disc_real_1: 0.2164626121520996 (0.19793898925969475) | > loss_disc_real_2: 0.2430015355348587 (0.22715893152513003) | > loss_disc_real_3: 0.18669123947620392 (0.22194687394719376) | > loss_disc_real_4: 0.24095036089420319 (0.22591971880511233) | > loss_disc_real_5: 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(1.6354875534772872) | > loss_feat: 5.845859527587891 (7.4239579200744625) | > loss_mel: 22.090373992919922 (23.24988670349121) | > loss_duration: 2.344430923461914 (2.295011830329895) | > loss_1: 34.65001678466797 (37.713520240783694)  --> STEP: 21 | > loss_disc: 1.988499641418457 (2.110390095483689) | > loss_disc_real_0: 0.11107692867517471 (0.13569380023649757) | > loss_disc_real_1: 0.21344737708568573 (0.19789209429706847) | > loss_disc_real_2: 0.24609388411045074 (0.2294068279720488) | > loss_disc_real_3: 0.15713515877723694 (0.2191494788442339) | > loss_disc_real_4: 0.1841215342283249 (0.224301944176356) | > loss_disc_real_5: 0.1989935338497162 (0.3072848710275832) | > loss_0: 1.988499641418457 (2.110390095483689) | > loss_gen: 2.771378517150879 (3.093090602329799) | > loss_kl: 1.5741617679595947 (1.6325672779764449) | > loss_feat: 5.828005790710449 (7.347960199628558) | > loss_mel: 22.27760887145996 (23.20358775910877) | > loss_duration: 2.2052969932556152 (2.2907396952311196) | > loss_1: 34.65644836425781 (37.56794538952055)  --> STEP: 22 | > loss_disc: 2.034046173095703 (2.106919917193326) | > loss_disc_real_0: 0.1254197210073471 (0.13522679663517254) | > loss_disc_real_1: 0.24083371460437775 (0.1998439861292189) | > loss_disc_real_2: 0.34567388892173767 (0.23469169437885284) | > loss_disc_real_3: 0.21562887728214264 (0.2189894515005025) | > loss_disc_real_4: 0.22732232511043549 (0.22443923421881415) | > loss_disc_real_5: 0.19873346388339996 (0.302350716157393) | > loss_0: 2.034046173095703 (2.106919917193326) | > loss_gen: 3.26222825050354 (3.100778677246787) | > loss_kl: 1.7826303243637085 (1.6393883255395023) | > loss_feat: 8.222517013549805 (7.387712782079523) | > loss_mel: 28.294601440429688 (23.434997471896086) | > loss_duration: 2.2094130516052246 (2.2870430296117608) | > loss_1: 43.77138900756836 (37.84992009943182)  --> STEP: 23 | > loss_disc: 2.208043336868286 (2.1113165876139766) | > loss_disc_real_0: 0.15335027873516083 (0.13601477411778073) | > loss_disc_real_1: 0.2877291738986969 (0.20366508124963098) | > loss_disc_real_2: 0.2551310062408447 (0.23558036011198294) | > loss_disc_real_3: 0.25747546553611755 (0.22066275645857272) | > loss_disc_real_4: 0.18559865653514862 (0.22275051344995914) | > loss_disc_real_5: 0.28746315836906433 (0.3017034310361613) | > loss_0: 2.208043336868286 (2.1113165876139766) | > loss_gen: 2.8961329460144043 (3.091881036758423) | > loss_kl: 1.858614206314087 (1.64891988557318) | > loss_feat: 7.79868221282959 (7.405581018199092) | > loss_mel: 20.9357967376709 (23.326336570408035) | > loss_duration: 2.309142827987671 (2.2880038904107134) | > loss_1: 35.798370361328125 (37.760722284731656)  --> STEP: 24 | > loss_disc: 2.3103435039520264 (2.1196093757947287) | > loss_disc_real_0: 0.10385650396347046 (0.13467484619468448) | > loss_disc_real_1: 0.20287682116031647 (0.20363223707924286) | > loss_disc_real_2: 0.283071368932724 (0.23755915214618048) | > loss_disc_real_3: 0.2372685819864273 (0.22135466585556665) | > loss_disc_real_4: 0.19195906817913055 (0.2214675365636746) | > loss_disc_real_5: 0.27544769644737244 (0.30060944209496177) | > loss_0: 2.3103435039520264 (2.1196093757947287) | > loss_gen: 2.5622386932373047 (3.069812605778376) | > loss_kl: 1.6228077411651611 (1.647831879556179) | > loss_feat: 8.115859031677246 (7.435175935427348) | > loss_mel: 22.618186950683594 (23.29683033625285) | > loss_duration: 2.4353814125061035 (2.2941446204980216) | > loss_1: 37.35447311401367 (37.743795235951744)  --> STEP: 25 | > loss_disc: 2.1391749382019043 (2.1203919982910158) | > loss_disc_real_0: 0.11829563975334167 (0.13401967793703076) | > loss_disc_real_1: 0.17680923640727997 (0.20255931705236435) | > loss_disc_real_2: 0.23047912120819092 (0.23727595090866088) | > loss_disc_real_3: 0.25911006331443787 (0.2228648817539215) | > loss_disc_real_4: 0.22521863877773285 (0.22161758065223694) | > loss_disc_real_5: 0.19187597930431366 (0.2962601035833358) | > loss_0: 2.1391749382019043 (2.1203919982910158) | > loss_gen: 2.7404794692993164 (3.0566392803192137) | > loss_kl: 1.6098748445510864 (1.6463135981559753) | > loss_feat: 7.0396528244018555 (7.419355010986328) | > loss_mel: 20.474958419799805 (23.183955459594728) | > loss_duration: 2.424442768096924 (2.2993565464019774) | > loss_1: 34.289405822753906 (37.60561965942383)  --> STEP: 26 | > loss_disc: 2.5081355571746826 (2.1353052120942335) | > loss_disc_real_0: 0.16805537045001984 (0.1353287430336842) | > loss_disc_real_1: 0.13816486299037933 (0.20008260728074953) | > loss_disc_real_2: 0.24580447375774384 (0.237603971018241) | > loss_disc_real_3: 0.2325345277786255 (0.22323679121641013) | > loss_disc_real_4: 0.2860037088394165 (0.2240939701978977) | > loss_disc_real_5: 0.23753151297569275 (0.294001311636888) | > loss_0: 2.5081355571746826 (2.1353052120942335) | > loss_gen: 2.458981513977051 (3.0336524431522074) | > loss_kl: 1.7880953550338745 (1.6517667426512792) | > loss_feat: 4.237365245819092 (7.2969707892491265) | > loss_mel: 17.971799850463867 (22.98348793616662) | > loss_duration: 2.344611644744873 (2.3010971271074734) | > loss_1: 28.800853729248047 (37.26697481595553) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022792907861562874 (+0.00010878306168776285) | > avg_loss_disc: 2.1353052120942335 (-0.23785410477564906) | > avg_loss_disc_real_0: 0.1353287430336842 (-0.0001222935433571326) | > avg_loss_disc_real_1: 0.20008260728074953 (-0.15256271196099427) | > avg_loss_disc_real_2: 0.237603971018241 (-0.008960741643722264) | > avg_loss_disc_real_3: 0.22323679121641013 (-0.19365578660598168) | > avg_loss_disc_real_4: 0.2240939701978977 (-0.013739106460259498) | > avg_loss_disc_real_5: 0.294001311636888 (+0.003136760340287037) | > avg_loss_0: 2.1353052120942335 (-0.23785410477564906) | > avg_loss_gen: 3.0336524431522074 (-0.2574234467286334) | > avg_loss_kl: 1.6517667426512792 (-0.018254910524074797) | > avg_loss_feat: 7.2969707892491265 (-0.0981220098642206) | > avg_loss_mel: 22.98348793616662 (-0.20593313070443742) | > avg_loss_duration: 2.3010971271074734 (-0.006947554074800966) | > avg_loss_1: 37.26697481595553 (-0.5866809991689692) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_90311.pth  > EPOCH: 7/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:16:19)   --> TIME: 2024-06-10 15:16:25 -- STEP: 14/330 -- GLOBAL_STEP: 90325 | > loss_disc: 2.1335911750793457 (2.23217282976423) | > loss_disc_real_0: 0.13940425217151642 (0.1325522852795465) | > loss_disc_real_1: 0.19326862692832947 (0.19419482669660024) | > loss_disc_real_2: 0.21406663954257965 (0.21004462774310792) | > loss_disc_real_3: 0.23603861033916473 (0.2370681187936238) | > loss_disc_real_4: 0.18942798674106598 (0.21703505090304784) | > loss_disc_real_5: 0.1846819519996643 (0.23635233300072805) | > loss_0: 2.1335911750793457 (2.23217282976423) | > grad_norm_0: tensor(8.0956, device='cuda:0') (tensor(15.2136, device='cuda:0')) | > loss_gen: 3.013991355895996 (2.8088256972176686) | > loss_kl: 1.5476785898208618 (1.4765025632722037) | > loss_feat: 7.644885063171387 (6.689133780343192) | > loss_mel: 22.1446533203125 (22.47223949432373) | > loss_duration: 2.211864471435547 (2.3437879085540776) | > loss_1: 36.563072204589844 (35.79048946925572) | > grad_norm_1: tensor(121.2130, device='cuda:0') (tensor(100.2965, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3459 (0.33899991852896555) | > loader_time: 0.0028 (0.003188439777919224)  --> TIME: 2024-06-10 15:16:33 -- STEP: 39/330 -- GLOBAL_STEP: 90350 | > loss_disc: 2.2087819576263428 (2.2278078611080465) | > loss_disc_real_0: 0.27974933385849 (0.1378501057624817) | > loss_disc_real_1: 0.1651342809200287 (0.20228739503102425) | > loss_disc_real_2: 0.20949794352054596 (0.20641561196400568) | > loss_disc_real_3: 0.16843006014823914 (0.22266094424785712) | > loss_disc_real_4: 0.20852763950824738 (0.2115208380497419) | > loss_disc_real_5: 0.15133164823055267 (0.21545902811563933) | > loss_0: 2.2087819576263428 (2.2278078611080465) | > grad_norm_0: tensor(38.0163, device='cuda:0') (tensor(21.4019, device='cuda:0')) | > loss_gen: 2.9008748531341553 (2.804969604198749) | > loss_kl: 1.4745944738388062 (1.4814346784200423) | > loss_feat: 7.662893295288086 (6.917824317247439) | > loss_mel: 22.4472713470459 (22.379908781785232) | > loss_duration: 2.151986598968506 (2.238999794691037) | > loss_1: 36.63761901855469 (35.82313723441882) | > grad_norm_1: tensor(190.2118, device='cuda:0') (tensor(177.9449, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3541 (0.342128344071217) | > loader_time: 0.003 (0.003157542302058294)  --> TIME: 2024-06-10 15:16:42 -- STEP: 64/330 -- GLOBAL_STEP: 90375 | > loss_disc: 2.2038803100585938 (2.1812761202454585) | > loss_disc_real_0: 0.09980066865682602 (0.13234326988458633) | > loss_disc_real_1: 0.2392512410879135 (0.20489069679751992) | > loss_disc_real_2: 0.2244470864534378 (0.20551704592071474) | > loss_disc_real_3: 0.21178531646728516 (0.22033122670836747) | > loss_disc_real_4: 0.2160838544368744 (0.20886611356399953) | > loss_disc_real_5: 0.25127968192100525 (0.210058105411008) | > loss_0: 2.2038803100585938 (2.1812761202454585) | > grad_norm_0: tensor(13.2675, device='cuda:0') (tensor(24.7446, device='cuda:0')) | > loss_gen: 2.8507111072540283 (2.8155992180109024) | > loss_kl: 1.3833903074264526 (1.48136324994266) | > loss_feat: 7.403782367706299 (7.044154703617096) | > loss_mel: 22.67477798461914 (22.35578438639641) | > loss_duration: 2.132495403289795 (2.1993794701993465) | > loss_1: 36.44515609741211 (35.896281242370605) | > grad_norm_1: tensor(179.1669, device='cuda:0') (tensor(187.5057, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3442 (0.34411104395985603) | > loader_time: 0.0037 (0.0033335313200950627)  --> TIME: 2024-06-10 15:16:51 -- STEP: 89/330 -- GLOBAL_STEP: 90400 | > loss_disc: 2.3350956439971924 (2.1566839861066156) | > loss_disc_real_0: 0.12913362681865692 (0.1294374696994096) | > loss_disc_real_1: 0.23847897350788116 (0.20246552583876626) | > loss_disc_real_2: 0.18365363776683807 (0.2048327983095405) | > loss_disc_real_3: 0.22669678926467896 (0.21722190668073932) | > loss_disc_real_4: 0.21962378919124603 (0.20517064764928283) | > loss_disc_real_5: 0.24990016222000122 (0.20664298701822087) | > loss_0: 2.3350956439971924 (2.1566839861066156) | > grad_norm_0: tensor(12.2179, device='cuda:0') (tensor(22.2099, device='cuda:0')) | > loss_gen: 2.651744842529297 (2.808785114395484) | > loss_kl: 1.3762069940567017 (1.4723820056808123) | > loss_feat: 7.109059810638428 (7.082462755481848) | > loss_mel: 22.0174560546875 (22.255350370085644) | > loss_duration: 2.171219825744629 (2.182766576831261) | > loss_1: 35.325687408447266 (35.80174705419648) | > grad_norm_1: tensor(276.3393, device='cuda:0') (tensor(190.8846, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3623 (0.3473993794301923) | > loader_time: 0.0036 (0.0034443126635605036)  --> TIME: 2024-06-10 15:17:00 -- STEP: 114/330 -- GLOBAL_STEP: 90425 | > loss_disc: 2.03920316696167 (2.15656608447694) | > loss_disc_real_0: 0.10045748949050903 (0.12965897725600953) | > loss_disc_real_1: 0.23005029559135437 (0.2021587777294611) | > loss_disc_real_2: 0.24597011506557465 (0.20737479470278086) | > loss_disc_real_3: 0.1743258833885193 (0.2138041791162993) | > loss_disc_real_4: 0.19021354615688324 (0.20267220717250256) | > loss_disc_real_5: 0.17815731465816498 (0.20670600418458906) | > loss_0: 2.03920316696167 (2.15656608447694) | > grad_norm_0: tensor(5.9869, device='cuda:0') (tensor(19.6156, device='cuda:0')) | > loss_gen: 2.9651052951812744 (2.7986368380094824) | > loss_kl: 1.3508139848709106 (1.4689899201978711) | > loss_feat: 7.685859680175781 (7.110370769835355) | > loss_mel: 22.894861221313477 (22.263649823372823) | > loss_duration: 2.141226291656494 (2.1757270766977688) | > loss_1: 37.03786849975586 (35.817374614247115) | > grad_norm_1: tensor(70.6172, device='cuda:0') (tensor(174.3884, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.352 (0.3489536716226946) | > loader_time: 0.0044 (0.0035764501805891076)  --> TIME: 2024-06-10 15:17:10 -- STEP: 139/330 -- GLOBAL_STEP: 90450 | > loss_disc: 2.369053602218628 (2.174494170456482) | > loss_disc_real_0: 0.14088638126850128 (0.1303034798918869) | > loss_disc_real_1: 0.2910669445991516 (0.20315023302603114) | > loss_disc_real_2: 0.19548942148685455 (0.20748489248238022) | > loss_disc_real_3: 0.24283750355243683 (0.2158257963417245) | > loss_disc_real_4: 0.19132617115974426 (0.20562669120246557) | > loss_disc_real_5: 0.23681743443012238 (0.21004757049272385) | > loss_0: 2.369053602218628 (2.174494170456482) | > grad_norm_0: tensor(8.3235, device='cuda:0') (tensor(17.8271, device='cuda:0')) | > loss_gen: 2.7998197078704834 (2.7857805293240987) | > loss_kl: 1.2232630252838135 (1.4608125283563733) | > loss_feat: 7.407135486602783 (7.088481292450171) | > loss_mel: 22.70047950744629 (22.326573817850015) | > loss_duration: 2.2283830642700195 (2.1752147314359824) | > loss_1: 36.35908126831055 (35.836863099242294) | > grad_norm_1: tensor(39.2831, device='cuda:0') (tensor(160.6749, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3743 (0.3540511199896284) | > loader_time: 0.0041 (0.0036700337910823685)  --> TIME: 2024-06-10 15:17:19 -- STEP: 164/330 -- GLOBAL_STEP: 90475 | > loss_disc: 2.2689032554626465 (2.1800665266630124) | > loss_disc_real_0: 0.11221146583557129 (0.12909364995614794) | > loss_disc_real_1: 0.1822258085012436 (0.20373997383001377) | > loss_disc_real_2: 0.22781053185462952 (0.20964189364415844) | > loss_disc_real_3: 0.19714823365211487 (0.21718570444642038) | > loss_disc_real_4: 0.21154360473155975 (0.2049256316954043) | > loss_disc_real_5: 0.2058822214603424 (0.20943892574528364) | > loss_0: 2.2689032554626465 (2.1800665266630124) | > grad_norm_0: tensor(5.9062, device='cuda:0') (tensor(16.5641, device='cuda:0')) | > loss_gen: 2.4646246433258057 (2.7676673909512957) | > loss_kl: 1.389104962348938 (1.4531023633189315) | > loss_feat: 6.867401123046875 (7.051011033174468) | > loss_mel: 22.287607192993164 (22.335283035185267) | > loss_duration: 2.255094289779663 (2.174583433604824) | > loss_1: 35.263832092285156 (35.781647403065755) | > grad_norm_1: tensor(131.1410, device='cuda:0') (tensor(149.6581, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3737 (0.3563533905075817) | > loader_time: 0.004 (0.003725424045469703)  --> TIME: 2024-06-10 15:17:29 -- STEP: 189/330 -- GLOBAL_STEP: 90500 | > loss_disc: 2.106424331665039 (2.1794004736754) | > loss_disc_real_0: 0.08998112380504608 (0.12892886274863813) | > loss_disc_real_1: 0.19045673310756683 (0.20458038852959087) | > loss_disc_real_2: 0.1787942349910736 (0.21005030851515513) | > loss_disc_real_3: 0.21868571639060974 (0.2166099077652371) | > loss_disc_real_4: 0.18957914412021637 (0.2041372405315833) | > loss_disc_real_5: 0.1807698905467987 (0.20795099303205172) | > loss_0: 2.106424331665039 (2.1794004736754) | > grad_norm_0: tensor(11.5082, device='cuda:0') (tensor(15.5784, device='cuda:0')) | > loss_gen: 2.651217460632324 (2.764310608465205) | > loss_kl: 1.3826929330825806 (1.4456623830492525) | > loss_feat: 7.059868812561035 (7.076666973255299) | > loss_mel: 23.444660186767578 (22.338014653120077) | > loss_duration: 2.224287986755371 (2.179258042542395) | > loss_1: 36.76272964477539 (35.80391283388492) | > grad_norm_1: tensor(124.4576, device='cuda:0') (tensor(140.7646, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.398 (0.35954724417792433) | > loader_time: 0.0052 (0.003831630030637065) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_90500.pth  --> TIME: 2024-06-10 15:17:44 -- STEP: 214/330 -- GLOBAL_STEP: 90525 | > loss_disc: 2.195472240447998 (2.1753207829511068) | > loss_disc_real_0: 0.11237602680921555 (0.12780294588236057) | > loss_disc_real_1: 0.16272908449172974 (0.20431380642351707) | > loss_disc_real_2: 0.2909100651741028 (0.2110616694265437) | > loss_disc_real_3: 0.23139742016792297 (0.2153727791019689) | > loss_disc_real_4: 0.2643197476863861 (0.20494147195158718) | > loss_disc_real_5: 0.2319183647632599 (0.20765849752960916) | > loss_0: 2.195472240447998 (2.1753207829511068) | > grad_norm_0: tensor(16.5036, device='cuda:0') (tensor(15.3107, device='cuda:0')) | > loss_gen: 2.8088669776916504 (2.7618453212987597) | > loss_kl: 1.4236714839935303 (1.4425232187609798) | > loss_feat: 6.51356840133667 (7.0888237396133285) | > loss_mel: 20.46558952331543 (22.286624097378443) | > loss_duration: 2.264798164367676 (2.183799012799132) | > loss_1: 33.47649383544922 (35.76361549234838) | > grad_norm_1: tensor(160.7098, device='cuda:0') (tensor(139.5119, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.3797 (0.3637057810186226) | > loader_time: 0.0048 (0.003937500659550462)  --> TIME: 2024-06-10 15:17:55 -- STEP: 239/330 -- GLOBAL_STEP: 90550 | > loss_disc: 2.102896213531494 (2.1719626337913307) | > loss_disc_real_0: 0.08573158085346222 (0.12732947200037953) | > loss_disc_real_1: 0.13983093202114105 (0.20296878283492695) | > loss_disc_real_2: 0.2059687077999115 (0.21026151867341797) | > loss_disc_real_3: 0.22247834503650665 (0.21523846567425267) | > loss_disc_real_4: 0.24300388991832733 (0.20659693819957797) | > loss_disc_real_5: 0.2346571385860443 (0.20738413025893923) | > loss_0: 2.102896213531494 (2.1719626337913307) | > grad_norm_0: tensor(26.9521, device='cuda:0') (tensor(15.3578, device='cuda:0')) | > loss_gen: 2.9536685943603516 (2.763401610083161) | > loss_kl: 1.4276313781738281 (1.4434222157530199) | > loss_feat: 7.061526775360107 (7.10593149352772) | > loss_mel: 22.545053482055664 (22.267527743862253) | > loss_duration: 2.1944055557250977 (2.189898751270824) | > loss_1: 36.18228530883789 (35.77018190328049) | > grad_norm_1: tensor(288.7552, device='cuda:0') (tensor(145.0796, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.397 (0.36771279299109555) | > loader_time: 0.0055 (0.004064698598374883)  --> TIME: 2024-06-10 15:18:05 -- STEP: 264/330 -- GLOBAL_STEP: 90575 | > loss_disc: 1.9913021326065063 (2.1816704173882826) | > loss_disc_real_0: 0.08598853647708893 (0.13116549974250985) | > loss_disc_real_1: 0.23087909817695618 (0.20479976476141903) | > loss_disc_real_2: 0.18748193979263306 (0.21003978191451592) | > loss_disc_real_3: 0.20095069706439972 (0.2145067306630539) | > loss_disc_real_4: 0.17704437673091888 (0.20821958069096913) | > loss_disc_real_5: 0.14680685102939606 (0.20751911300149828) | > loss_0: 1.9913021326065063 (2.1816704173882826) | > grad_norm_0: tensor(15.5556, device='cuda:0') (tensor(15.3833, device='cuda:0')) | > loss_gen: 2.818641424179077 (2.7577919445254584) | > loss_kl: 1.5457708835601807 (1.447798576318856) | > loss_feat: 7.857144355773926 (7.138455150705395) | > loss_mel: 22.553428649902344 (22.26825633915987) | > loss_duration: 2.2928624153137207 (2.195549925168358) | > loss_1: 37.067848205566406 (35.80785200812601) | > grad_norm_1: tensor(177.9487, device='cuda:0') (tensor(145.3917, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.4232 (0.3722749569199303) | > loader_time: 0.006 (0.004205424677241934)  --> TIME: 2024-06-10 15:18:16 -- STEP: 289/330 -- GLOBAL_STEP: 90600 | > loss_disc: 2.2802112102508545 (2.1789336431397723) | > loss_disc_real_0: 0.1870817095041275 (0.13015777493946287) | > loss_disc_real_1: 0.21628496050834656 (0.20516070037770848) | > loss_disc_real_2: 0.2558687627315521 (0.20982926862256338) | > loss_disc_real_3: 0.21015650033950806 (0.21382857493050778) | > loss_disc_real_4: 0.23467455804347992 (0.20805634491171393) | > loss_disc_real_5: 0.22637425363063812 (0.20749506550264188) | > loss_0: 2.2802112102508545 (2.1789336431397723) | > grad_norm_0: tensor(24.9948, device='cuda:0') (tensor(15.4565, device='cuda:0')) | > loss_gen: 2.610417127609253 (2.7607120956104105) | > loss_kl: 1.3974303007125854 (1.4466330943223094) | > loss_feat: 6.505202770233154 (7.168548522936019) | > loss_mel: 20.009782791137695 (22.21183812494508) | > loss_duration: 2.305522918701172 (2.202887903035309) | > loss_1: 32.82835388183594 (35.79061975446127) | > grad_norm_1: tensor(118.0837, device='cuda:0') (tensor(143.5437, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.4394 (0.3774778892424693) | > loader_time: 0.0064 (0.004368145160609052)  --> TIME: 2024-06-10 15:18:29 -- STEP: 314/330 -- GLOBAL_STEP: 90625 | > loss_disc: 2.170135021209717 (2.173605962164086) | > loss_disc_real_0: 0.1476477086544037 (0.12993807960183007) | > loss_disc_real_1: 0.21993133425712585 (0.20503494062810945) | > loss_disc_real_2: 0.1736689656972885 (0.2095601341337155) | > loss_disc_real_3: 0.22896699607372284 (0.21414781931289434) | > loss_disc_real_4: 0.22632911801338196 (0.20688681385129884) | > loss_disc_real_5: 0.18461547791957855 (0.20651612520977192) | > loss_0: 2.170135021209717 (2.173605962164086) | > grad_norm_0: tensor(8.3182, device='cuda:0') (tensor(15.6690, device='cuda:0')) | > loss_gen: 2.694561004638672 (2.7649284373423098) | > loss_kl: 1.428786039352417 (1.448538651891574) | > loss_feat: 7.516337871551514 (7.222170489608862) | > loss_mel: 22.359533309936523 (22.193810724149074) | > loss_duration: 2.3966455459594727 (2.2144390906497957) | > loss_1: 36.3958625793457 (35.84388735339899) | > grad_norm_1: tensor(178.3652, device='cuda:0') (tensor(147.6586, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.5164 (0.3861165320038036) | > loader_time: 0.0075 (0.004582449129432628)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3202338218688965 (2.3202338218688965) | > loss_disc_real_0: 0.09364893287420273 (0.09364893287420273) | > loss_disc_real_1: 0.370087593793869 (0.370087593793869) | > loss_disc_real_2: 0.16884301602840424 (0.16884301602840424) | > loss_disc_real_3: 0.2800581455230713 (0.2800581455230713) | > loss_disc_real_4: 0.2355547994375229 (0.2355547994375229) | > loss_disc_real_5: 0.20872363448143005 (0.20872363448143005) | > loss_0: 2.3202338218688965 (2.3202338218688965) | > loss_gen: 2.5374860763549805 (2.5374860763549805) | > loss_kl: 1.749928593635559 (1.749928593635559) | > loss_feat: 5.626873016357422 (5.626873016357422) | > loss_mel: 21.00005340576172 (21.00005340576172) | > loss_duration: 2.7704057693481445 (2.7704057693481445) | > loss_1: 33.68474578857422 (33.68474578857422)  --> STEP: 1 | > loss_disc: 2.4462804794311523 (2.4462804794311523) | > loss_disc_real_0: 0.042139213532209396 (0.042139213532209396) | > loss_disc_real_1: 0.34605956077575684 (0.34605956077575684) | > loss_disc_real_2: 0.25046592950820923 (0.25046592950820923) | > loss_disc_real_3: 0.39887118339538574 (0.39887118339538574) | > loss_disc_real_4: 0.2894785702228546 (0.2894785702228546) | > loss_disc_real_5: 0.3211745023727417 (0.3211745023727417) | > loss_0: 2.4462804794311523 (2.4462804794311523) | > loss_gen: 2.9393157958984375 (2.9393157958984375) | > loss_kl: 1.0078645944595337 (1.0078645944595337) | > loss_feat: 5.771600723266602 (5.771600723266602) | > loss_mel: 24.7854061126709 (24.7854061126709) | > loss_duration: 2.3111677169799805 (2.3111677169799805) | > loss_1: 36.81535720825195 (36.81535720825195)  --> STEP: 2 | > loss_disc: 2.847970962524414 (2.647125720977783) | > loss_disc_real_0: 0.1407836675643921 (0.09146144054830074) | > loss_disc_real_1: 0.37231558561325073 (0.3591875731945038) | > loss_disc_real_2: 0.3151054084300995 (0.28278566896915436) | > loss_disc_real_3: 0.3783993721008301 (0.3886352777481079) | > loss_disc_real_4: 0.33025258779525757 (0.3098655790090561) | > loss_disc_real_5: 0.314157634973526 (0.31766606867313385) | > loss_0: 2.847970962524414 (2.647125720977783) | > loss_gen: 2.642444133758545 (2.790879964828491) | > loss_kl: 1.3015860319137573 (1.1547253131866455) | > loss_feat: 6.042667388916016 (5.907134056091309) | > loss_mel: 23.320707321166992 (24.053056716918945) | > loss_duration: 2.4635167121887207 (2.3873422145843506) | > loss_1: 35.77091979980469 (36.29313850402832)  --> STEP: 3 | > loss_disc: 2.8396480083465576 (2.7112998167673745) | > loss_disc_real_0: 0.055503007024526596 (0.07947529604037602) | > loss_disc_real_1: 0.3921296000480652 (0.3701682488123576) | > loss_disc_real_2: 0.29700055718421936 (0.2875239650408427) | > loss_disc_real_3: 0.45166486501693726 (0.409645140171051) | > loss_disc_real_4: 0.3705568015575409 (0.3300959865252177) | > loss_disc_real_5: 0.38472145795822144 (0.3400178651014964) | > loss_0: 2.8396480083465576 (2.7112998167673745) | > loss_gen: 2.6797447204589844 (2.753834883371989) | > loss_kl: 1.7146908044815063 (1.3413804769515991) | > loss_feat: 6.141132354736328 (5.9851334889729815) | > loss_mel: 27.9471435546875 (25.351085662841797) | > loss_duration: 2.1803250312805176 (2.3183364868164062) | > loss_1: 40.66303634643555 (37.74977111816406)  --> STEP: 4 | > loss_disc: 2.5199151039123535 (2.6634536385536194) | > loss_disc_real_0: 0.07785391062498093 (0.07906994968652725) | > loss_disc_real_1: 0.464760959148407 (0.39381642639636993) | > loss_disc_real_2: 0.27851924300193787 (0.2852727845311165) | > loss_disc_real_3: 0.2829826772212982 (0.3779795244336128) | > loss_disc_real_4: 0.16190624237060547 (0.28804855048656464) | > loss_disc_real_5: 0.25049084424972534 (0.3176361098885536) | > loss_0: 2.5199151039123535 (2.6634536385536194) | > loss_gen: 2.4951651096343994 (2.6891674399375916) | > loss_kl: 1.9300059080123901 (1.4885368347167969) | > loss_feat: 5.6057586669921875 (5.890289783477783) | > loss_mel: 23.77324104309082 (24.956624507904053) | > loss_duration: 2.262284278869629 (2.304323434829712) | > loss_1: 36.06645584106445 (37.32894229888916)  --> STEP: 5 | > loss_disc: 1.9716389179229736 (2.5250906944274902) | > loss_disc_real_0: 0.08834461867809296 (0.0809248834848404) | > loss_disc_real_1: 0.37585559487342834 (0.3902242600917816) | > loss_disc_real_2: 0.14810360968112946 (0.2578389495611191) | > loss_disc_real_3: 0.22678066790103912 (0.3477397531270981) | > loss_disc_real_4: 0.17473134398460388 (0.2653851091861725) | > loss_disc_real_5: 0.2161751538515091 (0.29734391868114474) | > loss_0: 1.9716389179229736 (2.5250906944274902) | > loss_gen: 3.0932106971740723 (2.769976091384888) | > loss_kl: 1.5233149528503418 (1.4954924583435059) | > loss_feat: 6.9114508628845215 (6.094521999359131) | > loss_mel: 23.992507934570312 (24.763801193237306) | > loss_duration: 2.355102062225342 (2.3144791603088377) | > loss_1: 37.875587463378906 (37.43827133178711)  --> STEP: 6 | > loss_disc: 2.664914608001709 (2.5483946800231934) | > loss_disc_real_0: 0.13226847350597382 (0.08948214848836263) | > loss_disc_real_1: 0.46861395239830017 (0.4032892088095347) | > loss_disc_real_2: 0.22750860452651978 (0.2527838920553525) | > loss_disc_real_3: 0.4219694137573242 (0.3601113632321358) | > loss_disc_real_4: 0.3725425601005554 (0.28324468433856964) | > loss_disc_real_5: 0.2445700615644455 (0.2885482758283615) | > loss_0: 2.664914608001709 (2.5483946800231934) | > loss_gen: 2.8912458419799805 (2.79018771648407) | > loss_kl: 1.7972683906555176 (1.5457884470621746) | > loss_feat: 5.435799598693848 (5.984734932581584) | > loss_mel: 23.291404724121094 (24.518401781717937) | > loss_duration: 2.165663957595825 (2.289676626523336) | > loss_1: 35.581382751464844 (37.1287899017334)  --> STEP: 7 | > loss_disc: 2.853602409362793 (2.5919957842145647) | > loss_disc_real_0: 0.11501690745353699 (0.09312997119767326) | > loss_disc_real_1: 0.46805551648139954 (0.41254153847694397) | > loss_disc_real_2: 0.21343013644218445 (0.2471619269677571) | > loss_disc_real_3: 0.3117126524448395 (0.35319726169109344) | > loss_disc_real_4: 0.2737354338169098 (0.2818862199783325) | > loss_disc_real_5: 0.321730375289917 (0.29328857575144085) | > loss_0: 2.853602409362793 (2.5919957842145647) | > loss_gen: 2.3190197944641113 (2.7228780133383617) | > loss_kl: 1.95049250125885 (1.6036033119474138) | > loss_feat: 6.261672019958496 (6.024297373635428) | > loss_mel: 24.62813377380371 (24.53407778058733) | > loss_duration: 2.4347147941589355 (2.310396364756993) | > loss_1: 37.594032287597656 (37.19525309971401)  --> STEP: 8 | > loss_disc: 2.173801898956299 (2.5397215485572815) | > loss_disc_real_0: 0.05643393099308014 (0.08854296617209911) | > loss_disc_real_1: 0.39906057715415955 (0.4108564183115959) | > loss_disc_real_2: 0.22903484106063843 (0.24489604122936726) | > loss_disc_real_3: 0.2734213173389435 (0.3432252686470747) | > loss_disc_real_4: 0.1748712807893753 (0.26850935257971287) | > loss_disc_real_5: 0.19380603730678558 (0.28085325844585896) | > loss_0: 2.173801898956299 (2.5397215485572815) | > loss_gen: 3.060595750808716 (2.7650927305221558) | > loss_kl: 1.9358054399490356 (1.6451285779476166) | > loss_feat: 9.173001289367676 (6.417885363101959) | > loss_mel: 26.658472061157227 (24.79962706565857) | > loss_duration: 2.2632768154144287 (2.3045064210891724) | > loss_1: 43.09115219116211 (37.93224048614502)  --> STEP: 9 | > loss_disc: 2.29193115234375 (2.5121892823113336) | > loss_disc_real_0: 0.19597961008548737 (0.10048037105136448) | > loss_disc_real_1: 0.3213537633419037 (0.400911678870519) | > loss_disc_real_2: 0.19560956954956055 (0.23941976659827763) | > loss_disc_real_3: 0.29351118206977844 (0.3377014812495973) | > loss_disc_real_4: 0.24105270206928253 (0.2654586136341095) | > loss_disc_real_5: 0.1972607672214508 (0.27156520386536914) | > loss_0: 2.29193115234375 (2.5121892823113336) | > loss_gen: 2.858980655670166 (2.775524722205268) | > loss_kl: 1.2172842025756836 (1.5975903140174017) | > loss_feat: 7.296563148498535 (6.515516228146023) | > loss_mel: 24.963117599487305 (24.817792680528427) | > loss_duration: 2.183284282684326 (2.291037294599745) | > loss_1: 38.51923370361328 (37.9974619547526)  --> STEP: 10 | > loss_disc: 2.3936142921447754 (2.5003317832946776) | > loss_disc_real_0: 0.11631786823272705 (0.10206412076950074) | > loss_disc_real_1: 0.43194401264190674 (0.4040149122476578) | > loss_disc_real_2: 0.224527969956398 (0.23793058693408967) | > loss_disc_real_3: 0.26665669679641724 (0.33059700280427934) | > loss_disc_real_4: 0.1959068328142166 (0.2585034355521202) | > loss_disc_real_5: 0.25345858931541443 (0.26975454241037367) | > loss_0: 2.3936142921447754 (2.5003317832946776) | > loss_gen: 2.701875686645508 (2.768159818649292) | > loss_kl: 1.1235955953598022 (1.550190842151642) | > loss_feat: 6.152003288269043 (6.479164934158325) | > loss_mel: 21.26169204711914 (24.4621826171875) | > loss_duration: 2.2662549018859863 (2.2885590553283692) | > loss_1: 33.50542068481445 (37.54825782775879)  --> STEP: 11 | > loss_disc: 2.3118605613708496 (2.483198035847057) | > loss_disc_real_0: 0.133998841047287 (0.1049672771583904) | > loss_disc_real_1: 0.31136345863342285 (0.3955920528281819) | > loss_disc_real_2: 0.2775906026363373 (0.24153604290702127) | > loss_disc_real_3: 0.3247588574886322 (0.3300662623210387) | > loss_disc_real_4: 0.27049392461776733 (0.2595934800126336) | > loss_disc_real_5: 0.31495097279548645 (0.2738633088090203) | > loss_0: 2.3118605613708496 (2.483198035847057) | > loss_gen: 3.0479984283447266 (2.793599692257968) | > loss_kl: 1.334276556968689 (1.5305622707713733) | > loss_feat: 5.6272711753845215 (6.40172004699707) | > loss_mel: 20.301897048950195 (24.083974838256836) | > loss_duration: 2.4402332305908203 (2.3023476167158647) | > loss_1: 32.751678466796875 (37.11220515858043)  --> STEP: 12 | > loss_disc: 2.5930979251861572 (2.4923563599586487) | > loss_disc_real_0: 0.17382366955280304 (0.11070530985792477) | > loss_disc_real_1: 0.32265061140060425 (0.38951359937588376) | > loss_disc_real_2: 0.29507941007614136 (0.2459979901711146) | > loss_disc_real_3: 0.3448716700077057 (0.3313000462949276) | > loss_disc_real_4: 0.27681928873062134 (0.2610289640724659) | > loss_disc_real_5: 0.3490866720676422 (0.28013192241390544) | > loss_0: 2.5930979251861572 (2.4923563599586487) | > loss_gen: 2.778193712234497 (2.7923158605893454) | > loss_kl: 1.6109638214111328 (1.5372623999913533) | > loss_feat: 5.255731582641602 (6.306221008300781) | > loss_mel: 22.769989013671875 (23.974476019541424) | > loss_duration: 2.2421655654907227 (2.297332445780436) | > loss_1: 34.65704345703125 (36.907608350118)  --> STEP: 13 | > loss_disc: 2.384096145629883 (2.4840286511641283) | > loss_disc_real_0: 0.09516538679599762 (0.10950993116085346) | > loss_disc_real_1: 0.42935922741889954 (0.39257864768688494) | > loss_disc_real_2: 0.26475071907043457 (0.2474405077787546) | > loss_disc_real_3: 0.384628027677536 (0.3354021987089744) | > loss_disc_real_4: 0.3363969027996063 (0.26682649782070744) | > loss_disc_real_5: 0.28275299072265625 (0.28033354305304015) | > loss_0: 2.384096145629883 (2.4840286511641283) | > loss_gen: 3.526336431503296 (2.8487789814288798) | > loss_kl: 2.018564224243164 (1.5742856172414927) | > loss_feat: 6.553844928741455 (6.325269002180833) | > loss_mel: 22.004119873046875 (23.822910162118767) | > loss_duration: 2.174830436706543 (2.287909214313214) | > loss_1: 36.27769470214844 (36.85915345412034)  --> STEP: 14 | > loss_disc: 2.466294765472412 (2.482761945043291) | > loss_disc_real_0: 0.09970280528068542 (0.10880942216941289) | > loss_disc_real_1: 0.2919296622276306 (0.38538943443979534) | > loss_disc_real_2: 0.24418778717517853 (0.24720817059278488) | > loss_disc_real_3: 0.3317253589630127 (0.33513956729854855) | > loss_disc_real_4: 0.2956927418708801 (0.2688883723957198) | > loss_disc_real_5: 0.3563627004623413 (0.2857641971537045) | > loss_0: 2.466294765472412 (2.482761945043291) | > loss_gen: 3.172961473464966 (2.871934873717172) | > loss_kl: 1.9747549295425415 (1.602890568120139) | > loss_feat: 7.435019493103027 (6.404536894389561) | > loss_mel: 24.393766403198242 (23.863685607910156) | > loss_duration: 2.3751044273376465 (2.2941374438149587) | > loss_1: 39.35160827636719 (37.03718594142369)  --> STEP: 15 | > loss_disc: 2.857901096343994 (2.5077712217966717) | > loss_disc_real_0: 0.21608547866344452 (0.115961159269015) | > loss_disc_real_1: 0.40775832533836365 (0.38688069383303325) | > loss_disc_real_2: 0.2972954511642456 (0.25054732263088225) | > loss_disc_real_3: 0.44178929924964905 (0.3422495494286219) | > loss_disc_real_4: 0.4317223131656647 (0.27974396844704946) | > loss_disc_real_5: 0.3722316026687622 (0.29152869085470834) | > loss_0: 2.857901096343994 (2.5077712217966717) | > loss_gen: 3.169658899307251 (2.8917831420898437) | > loss_kl: 1.592291235923767 (1.6021839459737142) | > loss_feat: 5.588433742523193 (6.35013001759847) | > loss_mel: 20.197996139526367 (23.619306310017905) | > loss_duration: 2.316171169281006 (2.2956063588460287) | > loss_1: 32.86455154418945 (36.759010314941406)  --> STEP: 16 | > loss_disc: 2.4905500411987305 (2.5066948980093002) | > loss_disc_real_0: 0.11491433531045914 (0.11589573277160525) | > loss_disc_real_1: 0.4815792441368103 (0.3927993532270193) | > loss_disc_real_2: 0.20645935833454132 (0.24779182486236095) | > loss_disc_real_3: 0.29243648052215576 (0.3391362326219678) | > loss_disc_real_4: 0.2995620369911194 (0.28098259773105383) | > loss_disc_real_5: 0.33049941062927246 (0.2939643608406186) | > loss_0: 2.4905500411987305 (2.5066948980093002) | > loss_gen: 2.9097251892089844 (2.89290452003479) | > loss_kl: 1.7918494939804077 (1.6140380427241325) | > loss_feat: 6.177038669586182 (6.339311808347702) | > loss_mel: 21.170169830322266 (23.466235280036926) | > loss_duration: 2.4018146991729736 (2.3022443801164627) | > loss_1: 34.45059585571289 (36.614734411239624)  --> STEP: 17 | > loss_disc: 2.3613979816436768 (2.4981480205760285) | > loss_disc_real_0: 0.16760092973709106 (0.11893721494604559) | > loss_disc_real_1: 0.395475298166275 (0.3929567617528579) | > loss_disc_real_2: 0.3324734568595886 (0.25277309733278613) | > loss_disc_real_3: 0.2977002263069153 (0.33669882048578825) | > loss_disc_real_4: 0.21206782758235931 (0.2769287877223071) | > loss_disc_real_5: 0.21394482254981995 (0.28925732917645397) | > loss_0: 2.3613979816436768 (2.4981480205760285) | > loss_gen: 3.0294554233551025 (2.9009369261124553) | > loss_kl: 1.9924592971801758 (1.6362981165156645) | > loss_feat: 6.352290630340576 (6.34007526846493) | > loss_mel: 22.73138427734375 (23.42300875046674) | > loss_duration: 2.328601837158203 (2.3037948187659767) | > loss_1: 36.4341926574707 (36.604114308076745)  --> STEP: 18 | > loss_disc: 2.1992952823638916 (2.481545090675354) | > loss_disc_real_0: 0.10082107782363892 (0.11793076288368967) | > loss_disc_real_1: 0.24691204726696014 (0.38484316650364137) | > loss_disc_real_2: 0.31262683868408203 (0.25609830518563587) | > loss_disc_real_3: 0.30681490898132324 (0.33503860317998463) | > loss_disc_real_4: 0.23002658784389496 (0.27432310995128417) | > loss_disc_real_5: 0.2509040832519531 (0.2871265932917595) | > loss_0: 2.1992952823638916 (2.481545090675354) | > loss_gen: 3.068572998046875 (2.910250041219923) | > loss_kl: 1.7830301523208618 (1.64444989628262) | > loss_feat: 8.450271606445312 (6.457308398352729) | > loss_mel: 27.949216842651367 (23.674464755588108) | > loss_duration: 2.226243495941162 (2.299486411942376) | > loss_1: 43.477333068847656 (36.98595979478624)  --> STEP: 19 | > loss_disc: 2.683488607406616 (2.492173696819105) | > loss_disc_real_0: 0.06697750091552734 (0.11524901225378639) | > loss_disc_real_1: 0.5919346213340759 (0.39574271675787476) | > loss_disc_real_2: 0.3016294836997986 (0.25849468300217077) | > loss_disc_real_3: 0.47226324677467346 (0.342260952842863) | > loss_disc_real_4: 0.30250823497772217 (0.2758065375842546) | > loss_disc_real_5: 0.29832056164741516 (0.28771574952100454) | > loss_0: 2.683488607406616 (2.492173696819105) | > loss_gen: 3.202420949935913 (2.925627457468133) | > loss_kl: 1.7277296781539917 (1.6488330426969027) | > loss_feat: 7.393254280090332 (6.506568707917866) | > loss_mel: 24.41402244567871 (23.713388844540244) | > loss_duration: 2.352292537689209 (2.302265681718525) | > loss_1: 39.089717864990234 (37.09668390374435)  --> STEP: 20 | > loss_disc: 2.121279716491699 (2.4736289978027344) | > loss_disc_real_0: 0.08680390566587448 (0.11382675692439079) | > loss_disc_real_1: 0.35882794857025146 (0.3938969783484936) | > loss_disc_real_2: 0.21619263291358948 (0.2563795804977417) | > loss_disc_real_3: 0.2755957245826721 (0.33892769142985346) | > loss_disc_real_4: 0.19186896085739136 (0.27160965874791143) | > loss_disc_real_5: 0.2523418664932251 (0.28594705536961557) | > loss_0: 2.121279716491699 (2.4736289978027344) | > loss_gen: 3.0530683994293213 (2.9319995045661926) | > loss_kl: 1.408738374710083 (1.6368283092975617) | > loss_feat: 7.142838478088379 (6.538382196426392) | > loss_mel: 23.54551887512207 (23.704995346069335) | > loss_duration: 2.363090991973877 (2.305306947231293) | > loss_1: 37.51325607299805 (37.11751251220703)  --> STEP: 21 | > loss_disc: 1.8946096897125244 (2.4460566497984386) | > loss_disc_real_0: 0.058504242449998856 (0.11119235147322927) | > loss_disc_real_1: 0.3625735342502594 (0.3924053857723872) | > loss_disc_real_2: 0.17180302739143372 (0.25235212558791753) | > loss_disc_real_3: 0.18403173983097076 (0.33155169373466853) | > loss_disc_real_4: 0.13130305707454681 (0.26492839200156076) | > loss_disc_real_5: 0.17129643261432648 (0.280487501905078) | > loss_0: 1.8946096897125244 (2.4460566497984386) | > loss_gen: 2.937385082244873 (2.93225596064613) | > loss_kl: 1.5479588508605957 (1.6325964303243727) | > loss_feat: 7.5325212478637695 (6.585722151256743) | > loss_mel: 23.18996810913086 (23.680470239548455) | > loss_duration: 2.224043607711792 (2.301437264397031) | > loss_1: 37.43187713623047 (37.13248225620815)  --> STEP: 22 | > loss_disc: 1.960595965385437 (2.4239902550523933) | > loss_disc_real_0: 0.0786828100681305 (0.10971464504572478) | > loss_disc_real_1: 0.24060414731502533 (0.38550532947887073) | > loss_disc_real_2: 0.23032104969024658 (0.25135071304711426) | > loss_disc_real_3: 0.2913161814212799 (0.3297228068113327) | > loss_disc_real_4: 0.18144752085208893 (0.26113380694931204) | > loss_disc_real_5: 0.23512007296085358 (0.2784253460439769) | > loss_0: 1.960595965385437 (2.4239902550523933) | > loss_gen: 3.5570929050445557 (2.9606576399369673) | > loss_kl: 1.6644413471221924 (1.6340439265424556) | > loss_feat: 9.054106712341309 (6.697921449487859) | > loss_mel: 24.623437881469727 (23.723332405090332) | > loss_duration: 2.2354483604431152 (2.2984377687627617) | > loss_1: 41.13452911376953 (37.31439347700639)  --> STEP: 23 | > loss_disc: 2.58678936958313 (2.431068477423295) | > loss_disc_real_0: 0.07940271496772766 (0.1083967350423336) | > loss_disc_real_1: 0.40421050786972046 (0.3863185981045599) | > loss_disc_real_2: 0.28690460324287415 (0.2528965343599734) | > loss_disc_real_3: 0.42829617857933044 (0.33400860558385437) | > loss_disc_real_4: 0.35481029748916626 (0.2652066978423492) | > loss_disc_real_5: 0.31800106167793274 (0.2801460293324098) | > loss_0: 2.58678936958313 (2.431068477423295) | > loss_gen: 3.3219969272613525 (2.9763680437336797) | > loss_kl: 1.7231535911560059 (1.637918259786523) | > loss_feat: 6.180548191070557 (6.675426959991455) | > loss_mel: 22.23016929626465 (23.658412269923996) | > loss_duration: 2.3754091262817383 (2.3017843495244565) | > loss_1: 35.831275939941406 (37.249910105829656)  --> STEP: 24 | > loss_disc: 2.0184950828552246 (2.4138779193162923) | > loss_disc_real_0: 0.07415783405303955 (0.10697011416777968) | > loss_disc_real_1: 0.35559412837028503 (0.38503841186563176) | > loss_disc_real_2: 0.2657238841056824 (0.2534310072660446) | > loss_disc_real_3: 0.3602944314479828 (0.335103848328193) | > loss_disc_real_4: 0.19598451256752014 (0.2623224401225646) | > loss_disc_real_5: 0.17367945611476898 (0.27570992211500805) | > loss_0: 2.0184950828552246 (2.4138779193162923) | > loss_gen: 3.457991123199463 (2.996435672044754) | > loss_kl: 1.4089524745941162 (1.6283780187368393) | > loss_feat: 10.324786186218262 (6.827483594417572) | > loss_mel: 23.98134994506836 (23.671868006388348) | > loss_duration: 2.460472345352173 (2.308396349350611) | > loss_1: 41.63355255126953 (37.43256187438965)  --> STEP: 25 | > loss_disc: 2.4730112552642822 (2.416243252754212) | > loss_disc_real_0: 0.09318432956933975 (0.10641868278384209) | > loss_disc_real_1: 0.4698331654071808 (0.3884302020072937) | > loss_disc_real_2: 0.3143187165260315 (0.2558665156364441) | > loss_disc_real_3: 0.39082860946655273 (0.33733283877372744) | > loss_disc_real_4: 0.3246616721153259 (0.26481600940227507) | > loss_disc_real_5: 0.2621743977069855 (0.2751685011386871) | > loss_0: 2.4730112552642822 (2.416243252754212) | > loss_gen: 3.3173460960388184 (3.009272089004517) | > loss_kl: 1.4860776662826538 (1.622686004638672) | > loss_feat: 7.336090564727783 (6.84782787322998) | > loss_mel: 22.002107620239258 (23.605077590942383) | > loss_duration: 2.4152321815490723 (2.3126697826385496) | > loss_1: 36.556854248046875 (37.397533569335934)  --> STEP: 26 | > loss_disc: 2.0089523792266846 (2.4005782191569995) | > loss_disc_real_0: 0.07873811572790146 (0.10535404558938283) | > loss_disc_real_1: 0.4467652440071106 (0.3906738574688251) | > loss_disc_real_2: 0.23364202678203583 (0.25501172760358226) | > loss_disc_real_3: 0.3372487425804138 (0.33732960430475384) | > loss_disc_real_4: 0.19434677064418793 (0.2621056540654255) | > loss_disc_real_5: 0.1269763559103012 (0.26946880324528766) | > loss_0: 2.0089523792266846 (2.4005782191569995) | > loss_gen: 3.4133172035217285 (3.0248122857167172) | > loss_kl: 1.808672547340393 (1.6298393332041228) | > loss_feat: 12.7835693359375 (7.076125621795654) | > loss_mel: 24.890703201293945 (23.65452472980206) | > loss_duration: 2.376451253890991 (2.3151229161482587) | > loss_1: 45.27271270751953 (37.70042507465069) --> EVAL PERFORMANCE | > avg_loader_time: 0.002218063061053936 (-6.12277251023515e-05) | > avg_loss_disc: 2.4005782191569995 (+0.265273007062766) | > avg_loss_disc_real_0: 0.10535404558938283 (-0.029974697444301368) | > avg_loss_disc_real_1: 0.3906738574688251 (+0.19059125018807557) | > avg_loss_disc_real_2: 0.25501172760358226 (+0.017407756585341272) | > avg_loss_disc_real_3: 0.33732960430475384 (+0.11409281308834371) | > avg_loss_disc_real_4: 0.2621056540654255 (+0.03801168386752782) | > avg_loss_disc_real_5: 0.26946880324528766 (-0.024532508391600316) | > avg_loss_0: 2.4005782191569995 (+0.265273007062766) | > avg_loss_gen: 3.0248122857167172 (-0.008840157435490159) | > avg_loss_kl: 1.6298393332041228 (-0.021927409447156432) | > avg_loss_feat: 7.076125621795654 (-0.22084516745347216) | > avg_loss_mel: 23.65452472980206 (+0.6710367936354409) | > avg_loss_duration: 2.3151229161482587 (+0.01402578904078533) | > avg_loss_1: 37.70042507465069 (+0.4334502586951601)  > EPOCH: 8/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:18:57)   --> TIME: 2024-06-10 15:19:01 -- STEP: 9/330 -- GLOBAL_STEP: 90650 | > loss_disc: 2.141447067260742 (2.26470947265625) | > loss_disc_real_0: 0.0788659080862999 (0.11783676263358858) | > loss_disc_real_1: 0.19883769750595093 (0.20446706149313185) | > loss_disc_real_2: 0.1939789354801178 (0.21593713429239061) | > loss_disc_real_3: 0.15581189095973969 (0.2182883835501141) | > loss_disc_real_4: 0.1757294088602066 (0.2016128053267797) | > loss_disc_real_5: 0.20873673260211945 (0.23027149670653874) | > loss_0: 2.141447067260742 (2.26470947265625) | > grad_norm_0: tensor(11.0438, device='cuda:0') (tensor(19.8781, device='cuda:0')) | > loss_gen: 2.7702934741973877 (2.5758996274736194) | > loss_kl: 1.525099515914917 (1.5057862997055054) | > loss_feat: 6.506748199462891 (6.325010511610243) | > loss_mel: 22.599069595336914 (22.483229955037434) | > loss_duration: 2.3463587760925293 (2.4284618165757923) | > loss_1: 35.7475700378418 (35.318387773301865) | > grad_norm_1: tensor(93.7391, device='cuda:0') (tensor(115.0261, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3293 (0.3301878240373399) | > loader_time: 0.0029 (0.0028474595811631945)  --> TIME: 2024-06-10 15:19:09 -- STEP: 34/330 -- GLOBAL_STEP: 90675 | > loss_disc: 2.3366620540618896 (2.129656286800609) | > loss_disc_real_0: 0.14840522408485413 (0.1102849173852626) | > loss_disc_real_1: 0.19733977317810059 (0.19942120375002131) | > loss_disc_real_2: 0.16984087228775024 (0.2113380861632964) | > loss_disc_real_3: 0.2347092628479004 (0.21655808695975473) | > loss_disc_real_4: 0.24133631587028503 (0.18063473548082745) | > loss_disc_real_5: 0.17263980209827423 (0.21593436379643047) | > loss_0: 2.3366620540618896 (2.129656286800609) | > grad_norm_0: tensor(40.4995, device='cuda:0') (tensor(19.1152, device='cuda:0')) | > loss_gen: 2.962135076522827 (2.8726016142789055) | > loss_kl: 1.5981823205947876 (1.5045646288815666) | > loss_feat: 7.433284282684326 (7.149459768744076) | > loss_mel: 23.046598434448242 (22.498981475830078) | > loss_duration: 2.205259084701538 (2.2551010215983673) | > loss_1: 37.24545669555664 (36.28070831298828) | > grad_norm_1: tensor(180.6627, device='cuda:0') (tensor(145.9339, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3331 (0.33253762301276707) | > loader_time: 0.003 (0.002999474020565257)  --> TIME: 2024-06-10 15:19:18 -- STEP: 59/330 -- GLOBAL_STEP: 90700 | > loss_disc: 2.0770130157470703 (2.134776671053999) | > loss_disc_real_0: 0.07171808928251266 (0.11834437949425083) | > loss_disc_real_1: 0.2506409287452698 (0.19951781415838307) | > loss_disc_real_2: 0.2241087108850479 (0.2131035052618738) | > loss_disc_real_3: 0.13859975337982178 (0.21021172075958575) | > loss_disc_real_4: 0.1327076256275177 (0.19601342801825475) | > loss_disc_real_5: 0.19602259993553162 (0.21097265764818354) | > loss_0: 2.0770130157470703 (2.134776671053999) | > grad_norm_0: tensor(9.2685, device='cuda:0') (tensor(21.7209, device='cuda:0')) | > loss_gen: 2.6367321014404297 (2.883274349115663) | > loss_kl: 1.444604754447937 (1.4871676614729024) | > loss_feat: 7.226120948791504 (7.228167760170113) | > loss_mel: 21.214656829833984 (22.392447649422337) | > loss_duration: 2.1179990768432617 (2.204153713533434) | > loss_1: 34.64011764526367 (36.19521118422687) | > grad_norm_1: tensor(265.9754, device='cuda:0') (tensor(195.3425, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3423 (0.33773981110524315) | > loader_time: 0.0036 (0.003119715189529677)  --> TIME: 2024-06-10 15:19:27 -- STEP: 84/330 -- GLOBAL_STEP: 90725 | > loss_disc: 2.053415536880493 (2.1305015115510852) | > loss_disc_real_0: 0.10630958527326584 (0.12146875692442768) | > loss_disc_real_1: 0.22278232872486115 (0.1997252730209203) | > loss_disc_real_2: 0.2131797969341278 (0.21182731876061076) | > loss_disc_real_3: 0.22853954136371613 (0.20941489846223876) | > loss_disc_real_4: 0.19468824565410614 (0.1959098812547468) | > loss_disc_real_5: 0.2017625868320465 (0.20882950350642204) | > loss_0: 2.053415536880493 (2.1305015115510852) | > grad_norm_0: tensor(5.2736, device='cuda:0') (tensor(18.4037, device='cuda:0')) | > loss_gen: 2.891676187515259 (2.866548515501477) | > loss_kl: 1.370313286781311 (1.47952682915188) | > loss_feat: 7.16007661819458 (7.226500658761887) | > loss_mel: 22.516815185546875 (22.324271497272303) | > loss_duration: 2.223147392272949 (2.184918654816492) | > loss_1: 36.16202926635742 (36.08176621936616) | > grad_norm_1: tensor(171.0572, device='cuda:0') (tensor(178.1849, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3491 (0.3415420367604211) | > loader_time: 0.0043 (0.0032491229829334075)  --> TIME: 2024-06-10 15:19:36 -- STEP: 109/330 -- GLOBAL_STEP: 90750 | > loss_disc: 2.262885570526123 (2.135793288913342) | > loss_disc_real_0: 0.11822289228439331 (0.12177531451943817) | > loss_disc_real_1: 0.23005074262619019 (0.20123970173641081) | > loss_disc_real_2: 0.17521458864212036 (0.21161533044565708) | > loss_disc_real_3: 0.1990525871515274 (0.2091770701178717) | > loss_disc_real_4: 0.1875048279762268 (0.19738099354943003) | > loss_disc_real_5: 0.19159868359565735 (0.2064181393986448) | > loss_0: 2.262885570526123 (2.135793288913342) | > grad_norm_0: tensor(12.6389, device='cuda:0') (tensor(16.6417, device='cuda:0')) | > loss_gen: 2.308828115463257 (2.8317762011781746) | > loss_kl: 1.4215366840362549 (1.479672015260119) | > loss_feat: 6.4850850105285645 (7.197997438798257) | > loss_mel: 22.145261764526367 (22.285581011290944) | > loss_duration: 2.0751867294311523 (2.1764145323989603) | > loss_1: 34.43589782714844 (35.971441146430614) | > grad_norm_1: tensor(144.6913, device='cuda:0') (tensor(170.2719, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3478 (0.3442712967548896) | > loader_time: 0.0036 (0.003341652931423362)  --> TIME: 2024-06-10 15:19:45 -- STEP: 134/330 -- GLOBAL_STEP: 90775 | > loss_disc: 2.124370813369751 (2.133365181844627) | > loss_disc_real_0: 0.13198494911193848 (0.12325045257917981) | > loss_disc_real_1: 0.17221485078334808 (0.1999366763256379) | > loss_disc_real_2: 0.21164406836032867 (0.21048334863648485) | > loss_disc_real_3: 0.1946580857038498 (0.20883678011040188) | > loss_disc_real_4: 0.1927090883255005 (0.197563046228085) | > loss_disc_real_5: 0.1865873485803604 (0.20437600241223378) | > loss_0: 2.124370813369751 (2.133365181844627) | > grad_norm_0: tensor(8.9008, device='cuda:0') (tensor(14.9308, device='cuda:0')) | > loss_gen: 2.683837413787842 (2.8178178587956215) | > loss_kl: 1.3809109926223755 (1.4788701765572847) | > loss_feat: 7.405490875244141 (7.207361662565773) | > loss_mel: 22.694049835205078 (22.304524279352446) | > loss_duration: 2.171389579772949 (2.173858469101921) | > loss_1: 36.33567810058594 (35.98243237965143) | > grad_norm_1: tensor(129.6494, device='cuda:0') (tensor(154.8062, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3673 (0.34740132894088976) | > loader_time: 0.0038 (0.0034346776222115133)  --> TIME: 2024-06-10 15:19:54 -- STEP: 159/330 -- GLOBAL_STEP: 90800 | > loss_disc: 2.1429309844970703 (2.143742502110559) | > loss_disc_real_0: 0.08971098065376282 (0.12346920603007641) | > loss_disc_real_1: 0.1980162262916565 (0.2012893530838894) | > loss_disc_real_2: 0.17762599885463715 (0.21155653069229247) | > loss_disc_real_3: 0.2096293568611145 (0.20972714512228216) | > loss_disc_real_4: 0.21639811992645264 (0.1981501876839302) | > loss_disc_real_5: 0.23439620435237885 (0.20431332740018948) | > loss_0: 2.1429309844970703 (2.143742502110559) | > grad_norm_0: tensor(15.4213, device='cuda:0') (tensor(14.9185, device='cuda:0')) | > loss_gen: 2.6207985877990723 (2.79456925991946) | > loss_kl: 1.5235610008239746 (1.4820620106451168) | > loss_feat: 7.555280685424805 (7.171949632512699) | > loss_mel: 22.04969024658203 (22.261045695850687) | > loss_duration: 2.1404967308044434 (2.172102416086498) | > loss_1: 35.889827728271484 (35.8817288860585) | > grad_norm_1: tensor(178.9696, device='cuda:0') (tensor(152.0927, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3553 (0.35006648939360624) | > loader_time: 0.005 (0.00354571762324879)  --> TIME: 2024-06-10 15:20:04 -- STEP: 184/330 -- GLOBAL_STEP: 90825 | > loss_disc: 2.1599249839782715 (2.1410879149385114) | > loss_disc_real_0: 0.10618607699871063 (0.12347491022766284) | > loss_disc_real_1: 0.2233516424894333 (0.20241137387473943) | > loss_disc_real_2: 0.23048140108585358 (0.21035492395901162) | > loss_disc_real_3: 0.2193877100944519 (0.20963718126649442) | > loss_disc_real_4: 0.20713095366954803 (0.19753244725744362) | > loss_disc_real_5: 0.20150750875473022 (0.20390586741268632) | > loss_0: 2.1599249839782715 (2.1410879149385114) | > grad_norm_0: tensor(5.7076, device='cuda:0') (tensor(14.6926, device='cuda:0')) | > loss_gen: 2.594547748565674 (2.7907702145369155) | > loss_kl: 1.5217760801315308 (1.4780588707198263) | > loss_feat: 7.092021942138672 (7.191668437874836) | > loss_mel: 22.125761032104492 (22.228842693826422) | > loss_duration: 2.2046380043029785 (2.1755678090064436) | > loss_1: 35.53874588012695 (35.86490792813508) | > grad_norm_1: tensor(95.3292, device='cuda:0') (tensor(149.7706, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3647 (0.3528684325840164) | > loader_time: 0.0043 (0.0036548868469569993)  --> TIME: 2024-06-10 15:20:14 -- STEP: 209/330 -- GLOBAL_STEP: 90850 | > loss_disc: 2.1652867794036865 (2.14524037701091) | > loss_disc_real_0: 0.13043886423110962 (0.12396945813269707) | > loss_disc_real_1: 0.26252686977386475 (0.20299623190073302) | > loss_disc_real_2: 0.17857983708381653 (0.21026189425630432) | > loss_disc_real_3: 0.2324351817369461 (0.21045104531865372) | > loss_disc_real_4: 0.2051132470369339 (0.19781476148720564) | > loss_disc_real_5: 0.22982262074947357 (0.2037472580893758) | > loss_0: 2.1652867794036865 (2.14524037701091) | > grad_norm_0: tensor(22.3216, device='cuda:0') (tensor(14.4726, device='cuda:0')) | > loss_gen: 2.7604308128356934 (2.784254363849403) | > loss_kl: 1.3701391220092773 (1.4754549955066878) | > loss_feat: 7.298385143280029 (7.205179187099329) | > loss_mel: 22.212406158447266 (22.228608656157714) | > loss_duration: 2.2387309074401855 (2.1798774836736454) | > loss_1: 35.88009262084961 (35.87337450091348) | > grad_norm_1: tensor(160.7197, device='cuda:0') (tensor(148.1441, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.3822 (0.35654545172549906) | > loader_time: 0.0046 (0.003800639695528021)  --> TIME: 2024-06-10 15:20:24 -- STEP: 234/330 -- GLOBAL_STEP: 90875 | > loss_disc: 2.131880521774292 (2.1441395960302425) | > loss_disc_real_0: 0.07954801619052887 (0.12339871830474107) | > loss_disc_real_1: 0.23797698318958282 (0.20333432224698553) | > loss_disc_real_2: 0.21827560663223267 (0.2097004385203378) | > loss_disc_real_3: 0.20913733541965485 (0.20996213506939065) | > loss_disc_real_4: 0.17043933272361755 (0.19715801890716594) | > loss_disc_real_5: 0.237527534365654 (0.203442027235133) | > loss_0: 2.131880521774292 (2.1441395960302425) | > grad_norm_0: tensor(10.0331, device='cuda:0') (tensor(14.7107, device='cuda:0')) | > loss_gen: 2.7937872409820557 (2.778103019437219) | > loss_kl: 1.3731571435928345 (1.4709727402426236) | > loss_feat: 6.587453365325928 (7.2093139713646) | > loss_mel: 20.80696678161621 (22.198307876912953) | > loss_duration: 2.253382921218872 (2.1861949919635437) | > loss_1: 33.81474685668945 (35.84289241040875) | > grad_norm_1: tensor(137.7181, device='cuda:0') (tensor(150.3674, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.4135 (0.360613455120315) | > loader_time: 0.0053 (0.003954441119463016)  --> TIME: 2024-06-10 15:20:34 -- STEP: 259/330 -- GLOBAL_STEP: 90900 | > loss_disc: 2.178176164627075 (2.1471995870118885) | > loss_disc_real_0: 0.08207470178604126 (0.12384752970922408) | > loss_disc_real_1: 0.24353185296058655 (0.2040434452385055) | > loss_disc_real_2: 0.24782754480838776 (0.2094338262978668) | > loss_disc_real_3: 0.19867923855781555 (0.20923106694543683) | > loss_disc_real_4: 0.1843518316745758 (0.19758146244701733) | > loss_disc_real_5: 0.17182424664497375 (0.20333642992964118) | > loss_0: 2.178176164627075 (2.1471995870118885) | > grad_norm_0: tensor(15.8724, device='cuda:0') (tensor(14.4429, device='cuda:0')) | > loss_gen: 2.8245487213134766 (2.7764462356861954) | > loss_kl: 1.4598701000213623 (1.4663935784667612) | > loss_feat: 7.754167079925537 (7.228973443903978) | > loss_mel: 22.19390296936035 (22.16277779391373) | > loss_duration: 2.2811713218688965 (2.1918929042042934) | > loss_1: 36.5136604309082 (35.82648376700502) | > grad_norm_1: tensor(134.4610, device='cuda:0') (tensor(147.7958, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.406 (0.3652969271980198) | > loader_time: 0.0056 (0.004118684636119709)  --> TIME: 2024-06-10 15:20:45 -- STEP: 284/330 -- GLOBAL_STEP: 90925 | > loss_disc: 2.2049145698547363 (2.1556116338347038) | > loss_disc_real_0: 0.1176358088850975 (0.12412033438630088) | > loss_disc_real_1: 0.25965434312820435 (0.20511420147204898) | > loss_disc_real_2: 0.20463405549526215 (0.20999125034456517) | > loss_disc_real_3: 0.168900728225708 (0.210200034029467) | > loss_disc_real_4: 0.16686394810676575 (0.1984960763439746) | > loss_disc_real_5: 0.17069239914417267 (0.20410688368367477) | > loss_0: 2.2049145698547363 (2.1556116338347038) | > grad_norm_0: tensor(23.9464, device='cuda:0') (tensor(14.4643, device='cuda:0')) | > loss_gen: 2.5311808586120605 (2.76993697629848) | > loss_kl: 1.4616628885269165 (1.4685474180839424) | > loss_feat: 6.619337558746338 (7.2353814319825505) | > loss_mel: 21.943143844604492 (22.148796437491836) | > loss_duration: 2.2722818851470947 (2.199083911281238) | > loss_1: 34.827606201171875 (35.8217460068179) | > grad_norm_1: tensor(143.2886, device='cuda:0') (tensor(145.7430, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.4317 (0.3716421068554195) | > loader_time: 0.0061 (0.004275749266987115)  --> TIME: 2024-06-10 15:20:57 -- STEP: 309/330 -- GLOBAL_STEP: 90950 | > loss_disc: 2.097810745239258 (2.1615061030804528) | > loss_disc_real_0: 0.09995971620082855 (0.12418628403235793) | > loss_disc_real_1: 0.25711002945899963 (0.20545985559333105) | > loss_disc_real_2: 0.2575214207172394 (0.21120962799559895) | > loss_disc_real_3: 0.19047899544239044 (0.21081979476325344) | > loss_disc_real_4: 0.18484832346439362 (0.19891106375887932) | > loss_disc_real_5: 0.198028102517128 (0.20429237698081243) | > loss_0: 2.097810745239258 (2.1615061030804528) | > grad_norm_0: tensor(8.7253, device='cuda:0') (tensor(14.7109, device='cuda:0')) | > loss_gen: 3.096349000930786 (2.771100556580379) | > loss_kl: 1.3441892862319946 (1.4692839835453955) | > loss_feat: 7.481834411621094 (7.254281977619554) | > loss_mel: 20.514480590820312 (22.129286417297568) | > loss_duration: 2.3654022216796875 (2.2091138551921916) | > loss_1: 34.80225372314453 (35.83306661315723) | > grad_norm_1: tensor(146.5011, device='cuda:0') (tensor(147.5793, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.4851 (0.37891133471985855) | > loader_time: 0.0066 (0.004441237372487879)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0737180709838867 (2.0737180709838867) | > loss_disc_real_0: 0.0663960874080658 (0.0663960874080658) | > loss_disc_real_1: 0.19644677639007568 (0.19644677639007568) | > loss_disc_real_2: 0.2100096344947815 (0.2100096344947815) | > loss_disc_real_3: 0.30021607875823975 (0.30021607875823975) | > loss_disc_real_4: 0.20998837053775787 (0.20998837053775787) | > loss_disc_real_5: 0.28124746680259705 (0.28124746680259705) | > loss_0: 2.0737180709838867 (2.0737180709838867) | > loss_gen: 2.89205002784729 (2.89205002784729) | > loss_kl: 1.6552941799163818 (1.6552941799163818) | > loss_feat: 5.585177898406982 (5.585177898406982) | > loss_mel: 20.542688369750977 (20.542688369750977) | > loss_duration: 2.7911128997802734 (2.7911128997802734) | > loss_1: 33.46632385253906 (33.46632385253906)  --> STEP: 1 | > loss_disc: 2.2873101234436035 (2.2873101234436035) | > loss_disc_real_0: 0.08542051911354065 (0.08542051911354065) | > loss_disc_real_1: 0.14780692756175995 (0.14780692756175995) | > loss_disc_real_2: 0.21973498165607452 (0.21973498165607452) | > loss_disc_real_3: 0.37454870343208313 (0.37454870343208313) | > loss_disc_real_4: 0.25788190960884094 (0.25788190960884094) | > loss_disc_real_5: 0.30822131037712097 (0.30822131037712097) | > loss_0: 2.2873101234436035 (2.2873101234436035) | > loss_gen: 3.0034215450286865 (3.0034215450286865) | > loss_kl: 1.4874539375305176 (1.4874539375305176) | > loss_feat: 5.1009955406188965 (5.1009955406188965) | > loss_mel: 22.380029678344727 (22.380029678344727) | > loss_duration: 2.342560052871704 (2.342560052871704) | > loss_1: 34.31446075439453 (34.31446075439453)  --> STEP: 2 | > loss_disc: 2.442540407180786 (2.364925265312195) | > loss_disc_real_0: 0.12387505918741226 (0.10464778915047646) | > loss_disc_real_1: 0.1793806105852127 (0.16359376907348633) | > loss_disc_real_2: 0.287919819355011 (0.25382740050554276) | > loss_disc_real_3: 0.45049363374710083 (0.412521168589592) | > loss_disc_real_4: 0.23436367511749268 (0.2461227923631668) | > loss_disc_real_5: 0.36855629086494446 (0.3383888006210327) | > loss_0: 2.442540407180786 (2.364925265312195) | > loss_gen: 3.0803751945495605 (3.0418983697891235) | > loss_kl: 1.3448044061660767 (1.4161291718482971) | > loss_feat: 5.341055870056152 (5.221025705337524) | > loss_mel: 23.844709396362305 (23.112369537353516) | > loss_duration: 2.467003583908081 (2.4047818183898926) | > loss_1: 36.077945709228516 (35.19620323181152)  --> STEP: 3 | > loss_disc: 1.9994540214538574 (2.2431015173594155) | > loss_disc_real_0: 0.04549935832619667 (0.0849316455423832) | > loss_disc_real_1: 0.18317754566669464 (0.17012169460455576) | > loss_disc_real_2: 0.28237593173980713 (0.26334357758363086) | > loss_disc_real_3: 0.19067445397377014 (0.33857226371765137) | > loss_disc_real_4: 0.13739335536956787 (0.20987964669863382) | > loss_disc_real_5: 0.28485655784606934 (0.3205447196960449) | > loss_0: 1.9994540214538574 (2.2431015173594155) | > loss_gen: 2.910209894180298 (2.998002211252848) | > loss_kl: 1.6679130792617798 (1.5000571409861247) | > loss_feat: 7.695083141326904 (6.045711517333984) | > loss_mel: 27.261306762695312 (24.49534861246745) | > loss_duration: 2.1658191680908203 (2.325127601623535) | > loss_1: 41.70033264160156 (37.3642463684082)  --> STEP: 4 | > loss_disc: 1.9796667098999023 (2.1772428154945374) | > loss_disc_real_0: 0.10364764928817749 (0.08961064647883177) | > loss_disc_real_1: 0.17099584639072418 (0.17034023255109787) | > loss_disc_real_2: 0.15725016593933105 (0.23682022467255592) | > loss_disc_real_3: 0.22070065140724182 (0.309104360640049) | > loss_disc_real_4: 0.16194956004619598 (0.19789712503552437) | > loss_disc_real_5: 0.36403417587280273 (0.3314170837402344) | > loss_0: 1.9796667098999023 (2.1772428154945374) | > loss_gen: 3.2886486053466797 (3.070663809776306) | > loss_kl: 1.559574842453003 (1.5149365663528442) | > loss_feat: 7.9333415031433105 (6.517619013786316) | > loss_mel: 24.17384147644043 (24.414971828460693) | > loss_duration: 2.2733826637268066 (2.312191367149353) | > loss_1: 39.228790283203125 (37.830382347106934)  --> STEP: 5 | > loss_disc: 2.2874011993408203 (2.199274492263794) | > loss_disc_real_0: 0.12247084081172943 (0.0961826853454113) | > loss_disc_real_1: 0.19457998871803284 (0.17518818378448486) | > loss_disc_real_2: 0.25546014308929443 (0.24054820835590363) | > loss_disc_real_3: 0.2525281310081482 (0.2977891147136688) | > loss_disc_real_4: 0.2023911327123642 (0.19879592657089235) | > loss_disc_real_5: 0.39932045340538025 (0.34499775767326357) | > loss_0: 2.2874011993408203 (2.199274492263794) | > loss_gen: 3.0600204467773438 (3.0685351371765135) | > loss_kl: 0.9071441888809204 (1.3933780908584594) | > loss_feat: 6.3412957191467285 (6.482354354858399) | > loss_mel: 21.921199798583984 (23.916217422485353) | > loss_duration: 2.3521828651428223 (2.320189666748047) | > loss_1: 34.581844329833984 (37.18067474365235)  --> STEP: 6 | > loss_disc: 2.439884662628174 (2.239376187324524) | > loss_disc_real_0: 0.1565709412097931 (0.1062473946561416) | > loss_disc_real_1: 0.14247912168502808 (0.1697366734345754) | > loss_disc_real_2: 0.20507390797138214 (0.23463582495848337) | > loss_disc_real_3: 0.3402233421802521 (0.30486148595809937) | > loss_disc_real_4: 0.27182304859161377 (0.21096711357434592) | > loss_disc_real_5: 0.47856947779655457 (0.3672597110271454) | > loss_0: 2.439884662628174 (2.239376187324524) | > loss_gen: 2.814229965209961 (3.026150941848755) | > loss_kl: 1.4897912740707397 (1.4094469547271729) | > loss_feat: 5.320112705230713 (6.288647413253784) | > loss_mel: 23.704771041870117 (23.88097635904948) | > loss_duration: 2.1580357551574707 (2.293164014816284) | > loss_1: 35.4869384765625 (36.89838536580404)  --> STEP: 7 | > loss_disc: 2.008120536804199 (2.2063396658216203) | > loss_disc_real_0: 0.06728023290634155 (0.10068065726331302) | > loss_disc_real_1: 0.2726258635520935 (0.18443512916564941) | > loss_disc_real_2: 0.20921753346920013 (0.23100464046001434) | > loss_disc_real_3: 0.21143487095832825 (0.2915148266724178) | > loss_disc_real_4: 0.20660074055194855 (0.2103433459997177) | > loss_disc_real_5: 0.36910051107406616 (0.36752268246241976) | > loss_0: 2.008120536804199 (2.2063396658216203) | > loss_gen: 3.4686663150787354 (3.0893674237387523) | > loss_kl: 1.282662034034729 (1.391334823199681) | > loss_feat: 7.606276512145996 (6.476880141666958) | > loss_mel: 23.834165573120117 (23.874289103916713) | > loss_duration: 2.4318275451660156 (2.3129730905805315) | > loss_1: 38.623600006103516 (37.14484460013254)  --> STEP: 8 | > loss_disc: 2.246551275253296 (2.21136611700058) | > loss_disc_real_0: 0.09082649648189545 (0.09944888716563582) | > loss_disc_real_1: 0.31073877215385437 (0.20022308453917503) | > loss_disc_real_2: 0.16328273713588715 (0.22253940254449844) | > loss_disc_real_3: 0.22502747178077698 (0.2832039073109627) | > loss_disc_real_4: 0.15391896665096283 (0.20329029858112335) | > loss_disc_real_5: 0.24249210953712463 (0.3518938608467579) | > loss_0: 2.246551275253296 (2.21136611700058) | > loss_gen: 2.6876468658447266 (3.039152354001999) | > loss_kl: 1.8550043106079102 (1.4492935091257095) | > loss_feat: 9.66033935546875 (6.874812543392181) | > loss_mel: 23.97442626953125 (23.88680624961853) | > loss_duration: 2.1655280590057373 (2.2945424616336823) | > loss_1: 40.34294128417969 (37.54460668563843)  --> STEP: 9 | > loss_disc: 2.001375436782837 (2.1880338191986084) | > loss_disc_real_0: 0.13136744499206543 (0.10299539359079467) | > loss_disc_real_1: 0.22820080816745758 (0.2033317204978731) | > loss_disc_real_2: 0.23576882481575012 (0.2240093383524153) | > loss_disc_real_3: 0.24271175265312195 (0.27870477901564705) | > loss_disc_real_4: 0.18432943522930145 (0.20118353598647648) | > loss_disc_real_5: 0.36487826704978943 (0.3533365726470947) | > loss_0: 2.001375436782837 (2.1880338191986084) | > loss_gen: 3.5751686096191406 (3.098709715737237) | > loss_kl: 1.7745153903961182 (1.4854292737113104) | > loss_feat: 7.758719444274902 (6.97302442126804) | > loss_mel: 22.86676597595215 (23.773468441433376) | > loss_duration: 2.1544923782348633 (2.278981341256036) | > loss_1: 38.129661560058594 (37.609612782796226)  --> STEP: 10 | > loss_disc: 2.5382633209228516 (2.223056769371033) | > loss_disc_real_0: 0.10465864092111588 (0.10316171832382678) | > loss_disc_real_1: 0.2498028427362442 (0.2079788327217102) | > loss_disc_real_2: 0.2747669816017151 (0.22908510267734528) | > loss_disc_real_3: 0.39003002643585205 (0.28983730375766753) | > loss_disc_real_4: 0.21833747625350952 (0.20289893001317977) | > loss_disc_real_5: 0.383756548166275 (0.35637857019901276) | > loss_0: 2.5382633209228516 (2.223056769371033) | > loss_gen: 2.7652931213378906 (3.0653680562973022) | > loss_kl: 1.0860605239868164 (1.445492398738861) | > loss_feat: 4.315141201019287 (6.707236099243164) | > loss_mel: 18.468435287475586 (23.242965126037596) | > loss_duration: 2.3251090049743652 (2.2835941076278687) | > loss_1: 28.960039138793945 (36.74465541839599)  --> STEP: 11 | > loss_disc: 2.1162145137786865 (2.2133438370444556) | > loss_disc_real_0: 0.032781459391117096 (0.09676351296630772) | > loss_disc_real_1: 0.14960287511348724 (0.20267192748459903) | > loss_disc_real_2: 0.24920466542243958 (0.2309141538359902) | > loss_disc_real_3: 0.2409108728170395 (0.28538944639942865) | > loss_disc_real_4: 0.15334691107273102 (0.19839420101859354) | > loss_disc_real_5: 0.2622731328010559 (0.34782353043556213) | > loss_0: 2.1162145137786865 (2.2133438370444556) | > loss_gen: 2.5479025840759277 (3.0183257406408135) | > loss_kl: 2.1468470096588135 (1.5092519088224932) | > loss_feat: 6.674988269805908 (6.7043044783852315) | > loss_mel: 20.999813079833984 (23.03904221274636) | > loss_duration: 2.455021381378174 (2.2991784052415327) | > loss_1: 34.82456970214844 (36.5701021714644)  --> STEP: 12 | > loss_disc: 2.4299135208129883 (2.231391310691833) | > loss_disc_real_0: 0.09659218788146973 (0.09674923587590456) | > loss_disc_real_1: 0.12942831218242645 (0.19656829287608465) | > loss_disc_real_2: 0.2665737569332123 (0.23388578742742538) | > loss_disc_real_3: 0.4522714912891388 (0.2992962834735711) | > loss_disc_real_4: 0.19318628311157227 (0.19796020785967508) | > loss_disc_real_5: 0.34832054376602173 (0.34786494821310043) | > loss_0: 2.4299135208129883 (2.231391310691833) | > loss_gen: 2.9506278038024902 (3.012684245904287) | > loss_kl: 1.4811002016067505 (1.5069059332211812) | > loss_feat: 6.037867069244385 (6.648768027623494) | > loss_mel: 23.93171501159668 (23.113431612650555) | > loss_duration: 2.2593417167663574 (2.295858681201935) | > loss_1: 36.66065216064453 (36.57764800389608)  --> STEP: 13 | > loss_disc: 2.379953384399414 (2.242819162515493) | > loss_disc_real_0: 0.13268819451332092 (0.09951377115570582) | > loss_disc_real_1: 0.16067390143871307 (0.19380718584244067) | > loss_disc_real_2: 0.21737140417099 (0.23261545025385344) | > loss_disc_real_3: 0.3031371235847473 (0.2995917327128924) | > loss_disc_real_4: 0.16142810881137848 (0.19515004639442152) | > loss_disc_real_5: 0.275720477104187 (0.3423153735124148) | > loss_0: 2.379953384399414 (2.242819162515493) | > loss_gen: 2.92789888381958 (3.006162294974694) | > loss_kl: 1.5384126901626587 (1.5093295299089873) | > loss_feat: 6.687404155731201 (6.651740037477934) | > loss_mel: 23.543272018432617 (23.146496259249172) | > loss_duration: 2.1498191356658936 (2.2846248700068545) | > loss_1: 36.846805572509766 (36.59835243225098)  --> STEP: 14 | > loss_disc: 2.1775553226470947 (2.2381574596677503) | > loss_disc_real_0: 0.11188586056232452 (0.10039749182760715) | > loss_disc_real_1: 0.22384491562843323 (0.1959527379700116) | > loss_disc_real_2: 0.24539346992969513 (0.233528165944985) | > loss_disc_real_3: 0.2386927306652069 (0.29524180399520056) | > loss_disc_real_4: 0.22557364404201508 (0.19732316051210677) | > loss_disc_real_5: 0.4981500506401062 (0.3534464218786785) | > loss_0: 2.1775553226470947 (2.2381574596677503) | > loss_gen: 3.685408115386963 (3.0546798535755704) | > loss_kl: 1.825494647026062 (1.5319127525602068) | > loss_feat: 8.620687484741211 (6.792379140853882) | > loss_mel: 23.883068084716797 (23.19910853249686) | > loss_duration: 2.3346986770629883 (2.2882015705108643) | > loss_1: 40.34935760498047 (36.86628137316023)  --> STEP: 15 | > loss_disc: 2.170525550842285 (2.2336486657460526) | > loss_disc_real_0: 0.08060614764690399 (0.09907806888222695) | > loss_disc_real_1: 0.17138051986694336 (0.1943145900964737) | > loss_disc_real_2: 0.2223893105983734 (0.2327855755885442) | > loss_disc_real_3: 0.23771558701992035 (0.2914067228635152) | > loss_disc_real_4: 0.16666042804718018 (0.19527897834777833) | > loss_disc_real_5: 0.47575151920318604 (0.36160009503364565) | > loss_0: 2.170525550842285 (2.2336486657460526) | > loss_gen: 3.318544626235962 (3.0722708384195965) | > loss_kl: 1.2392041683197021 (1.5123988469441731) | > loss_feat: 10.142016410827637 (7.015688292185465) | > loss_mel: 24.316804885864258 (23.273621622721354) | > loss_duration: 2.3026814460754395 (2.2891668955485027) | > loss_1: 41.319252014160156 (37.163146082560225)  --> STEP: 16 | > loss_disc: 2.5355849266052246 (2.252519682049751) | > loss_disc_real_0: 0.051189325749874115 (0.09608502243645489) | > loss_disc_real_1: 0.22319594025611877 (0.1961196744814515) | > loss_disc_real_2: 0.2478540986776352 (0.2337273582816124) | > loss_disc_real_3: 0.3531319797039032 (0.29526455141603947) | > loss_disc_real_4: 0.19960643351078033 (0.19554944429546595) | > loss_disc_real_5: 0.3024381995201111 (0.3579024765640497) | > loss_0: 2.5355849266052246 (2.252519682049751) | > loss_gen: 2.2522599697113037 (3.021020159125328) | > loss_kl: 1.4931203126907349 (1.5111939385533333) | > loss_feat: 4.871525764465332 (6.881678134202957) | > loss_mel: 18.5953369140625 (22.981228828430176) | > loss_duration: 2.317380666732788 (2.2909302562475204) | > loss_1: 29.529624938964844 (36.68605101108551)  --> STEP: 17 | > loss_disc: 2.1100902557373047 (2.24414148050196) | > loss_disc_real_0: 0.07129362225532532 (0.09462670477874138) | > loss_disc_real_1: 0.21347454190254211 (0.1971405490356333) | > loss_disc_real_2: 0.2562353312969208 (0.2350513566942776) | > loss_disc_real_3: 0.3918066620826721 (0.300943499102312) | > loss_disc_real_4: 0.14985622465610504 (0.19286160784609177) | > loss_disc_real_5: 0.2808022201061249 (0.3533671673606424) | > loss_0: 2.1100902557373047 (2.24414148050196) | > loss_gen: 3.0755090713500977 (3.024225389256197) | > loss_kl: 1.359452724456787 (1.5022679847829483) | > loss_feat: 7.700723648071289 (6.929857282077565) | > loss_mel: 22.751827239990234 (22.967734617345474) | > loss_duration: 2.32385516166687 (2.292867015389835) | > loss_1: 37.211368560791016 (36.71695204342113)  --> STEP: 18 | > loss_disc: 2.4322917461395264 (2.2545942730373802) | > loss_disc_real_0: 0.07751451432704926 (0.09367602753142516) | > loss_disc_real_1: 0.21091453731060028 (0.1979057706064648) | > loss_disc_real_2: 0.24552319943904877 (0.23563312573565376) | > loss_disc_real_3: 0.3895408511161804 (0.3058655742141936) | > loss_disc_real_4: 0.2263810932636261 (0.19472380148039925) | > loss_disc_real_5: 0.3834266662597656 (0.3550371395217048) | > loss_0: 2.4322917461395264 (2.2545942730373802) | > loss_gen: 2.9529902935028076 (3.020267883936564) | > loss_kl: 1.4626975059509277 (1.500069624847836) | > loss_feat: 8.80138874053955 (7.03383125199212) | > loss_mel: 24.838165283203125 (23.07164743211534) | > loss_duration: 2.221865653991699 (2.288922495312161) | > loss_1: 40.27710723876953 (36.914738443162705)  --> STEP: 19 | > loss_disc: 2.1330578327178955 (2.248197618283723) | > loss_disc_real_0: 0.04778924584388733 (0.09126093375839685) | > loss_disc_real_1: 0.2438017874956131 (0.20032135044273577) | > loss_disc_real_2: 0.2980499267578125 (0.23891822052629372) | > loss_disc_real_3: 0.24711203575134277 (0.3027732827161488) | > loss_disc_real_4: 0.11946793645620346 (0.19076296647912577) | > loss_disc_real_5: 0.22099819779396057 (0.3479824583781393) | > loss_0: 2.1330578327178955 (2.248197618283723) | > loss_gen: 2.797867774963379 (3.0085626150432385) | > loss_kl: 1.6608173847198486 (1.5085300332621525) | > loss_feat: 9.097869873046875 (7.14246486362658) | > loss_mel: 23.273883819580078 (23.082291452508223) | > loss_duration: 2.2911393642425537 (2.2890391726242867) | > loss_1: 39.12157440185547 (37.03088770414654)  --> STEP: 20 | > loss_disc: 2.1164426803588867 (2.2416098713874812) | > loss_disc_real_0: 0.0972500890493393 (0.09156039152294397) | > loss_disc_real_1: 0.20928925275802612 (0.2007697455585003) | > loss_disc_real_2: 0.25286412239074707 (0.23961551561951638) | > loss_disc_real_3: 0.3855060040950775 (0.3069099187850952) | > loss_disc_real_4: 0.18511919677257538 (0.19048077799379826) | > loss_disc_real_5: 0.3161104917526245 (0.34638886004686353) | > loss_0: 2.1164426803588867 (2.2416098713874812) | > loss_gen: 3.1581883430480957 (3.0160439014434814) | > loss_kl: 1.6975972652435303 (1.5179833948612214) | > loss_feat: 6.8950958251953125 (7.130096411705017) | > loss_mel: 22.26933479309082 (23.041643619537354) | > loss_duration: 2.3858284950256348 (2.293878638744354) | > loss_1: 36.40604782104492 (36.999645709991455)  --> STEP: 21 | > loss_disc: 2.5516955852508545 (2.2563758577619275) | > loss_disc_real_0: 0.28740352392196655 (0.10088625497051648) | > loss_disc_real_1: 0.11667010933160782 (0.1967650009762673) | > loss_disc_real_2: 0.24034753441810608 (0.23965037365754446) | > loss_disc_real_3: 0.34533900022506714 (0.3087398750441415) | > loss_disc_real_4: 0.21056072413921356 (0.1914369659054847) | > loss_disc_real_5: 0.43473488092422485 (0.350595813421976) | > loss_0: 2.5516955852508545 (2.2563758577619275) | > loss_gen: 3.2133359909057617 (3.025438762846447) | > loss_kl: 1.7050031423568726 (1.526889097122919) | > loss_feat: 6.971566677093506 (7.122547376723516) | > loss_mel: 20.708980560302734 (22.930564426240466) | > loss_duration: 2.235149383544922 (2.2910820075443814) | > loss_1: 34.83403778076172 (36.89652152288528)  --> STEP: 22 | > loss_disc: 2.633423328399658 (2.2735143791545513) | > loss_disc_real_0: 0.06130030006170273 (0.09908689338375222) | > loss_disc_real_1: 0.14236317574977875 (0.19429219073869966) | > loss_disc_real_2: 0.32134437561035156 (0.24336373738267206) | > loss_disc_real_3: 0.4526130259037018 (0.3152795637195761) | > loss_disc_real_4: 0.2532096207141876 (0.19424481385133482) | > loss_disc_real_5: 0.2813466489315033 (0.3474481241269545) | > loss_0: 2.633423328399658 (2.2735143791545513) | > loss_gen: 2.628452777862549 (3.007393945347179) | > loss_kl: 1.4238992929458618 (1.5222077423875982) | > loss_feat: 4.771956443786621 (7.015702334317294) | > loss_mel: 17.259918212890625 (22.67280778017911) | > loss_duration: 2.184027671813965 (2.286215901374817) | > loss_1: 28.268253326416016 (36.504327513954856)  --> STEP: 23 | > loss_disc: 2.3023388385772705 (2.2747676165207564) | > loss_disc_real_0: 0.05293331667780876 (0.09708021613566772) | > loss_disc_real_1: 0.14018797874450684 (0.19193983369547388) | > loss_disc_real_2: 0.1712525337934494 (0.2402284676614015) | > loss_disc_real_3: 0.23061606287956238 (0.31159854194392334) | > loss_disc_real_4: 0.21483759582042694 (0.1951401521978171) | > loss_disc_real_5: 0.5290685296058655 (0.35534466349560284) | > loss_0: 2.3023388385772705 (2.2747676165207564) | > loss_gen: 3.2167229652404785 (3.0164952070816704) | > loss_kl: 1.6400998830795288 (1.5273334876350735) | > loss_feat: 7.281614780426025 (7.027263745017674) | > loss_mel: 21.699134826660156 (22.630474173504375) | > loss_duration: 2.348163604736328 (2.2889092797818393) | > loss_1: 36.18573760986328 (36.49047577899435)  --> STEP: 24 | > loss_disc: 2.2569875717163086 (2.274026781320571) | > loss_disc_real_0: 0.17176857590675354 (0.10019223112612963) | > loss_disc_real_1: 0.25634369254112244 (0.19462332781404257) | > loss_disc_real_2: 0.20506642758846283 (0.2387633826583624) | > loss_disc_real_3: 0.23386986553668976 (0.3083598470936219) | > loss_disc_real_4: 0.17522194981575012 (0.1943102270985643) | > loss_disc_real_5: 0.2592300772666931 (0.3513398890693982) | > loss_0: 2.2569875717163086 (2.274026781320571) | > loss_gen: 2.8296518325805664 (3.0087100664774575) | > loss_kl: 1.4916361570358276 (1.5258460988601048) | > loss_feat: 7.84965705871582 (7.0615301330884295) | > loss_mel: 21.508197784423828 (22.583712657292683) | > loss_duration: 2.4519500732421875 (2.2957026461760206) | > loss_1: 36.1310920715332 (36.475501457850136)  --> STEP: 25 | > loss_disc: 2.170368194580078 (2.269880437850951) | > loss_disc_real_0: 0.05435757711529732 (0.09835884496569633) | > loss_disc_real_1: 0.146403506398201 (0.1926945349574089) | > loss_disc_real_2: 0.17937549948692322 (0.23638786733150483) | > loss_disc_real_3: 0.29634666442871094 (0.30787931978702543) | > loss_disc_real_4: 0.24693229794502258 (0.19641510993242264) | > loss_disc_real_5: 0.27321282029151917 (0.34821480631828305) | > loss_0: 2.170368194580078 (2.269880437850951) | > loss_gen: 2.7632572650909424 (2.998891954421997) | > loss_kl: 1.8931374549865723 (1.5405377531051636) | > loss_feat: 9.977826118469238 (7.178181972503662) | > loss_mel: 24.40041732788086 (22.65638084411621) | > loss_duration: 2.423623561859131 (2.300819482803345) | > loss_1: 41.45825958251953 (36.67481178283691)  --> STEP: 26 | > loss_disc: 1.8575607538223267 (2.254021988465235) | > loss_disc_real_0: 0.070577472448349 (0.09729033063810605) | > loss_disc_real_1: 0.18409505486488342 (0.192363785723081) | > loss_disc_real_2: 0.12226971238851547 (0.23199870752600524) | > loss_disc_real_3: 0.20304450392723083 (0.3038472114847256) | > loss_disc_real_4: 0.17590753734111786 (0.19562635714044938) | > loss_disc_real_5: 0.08680742979049683 (0.3381606764518298) | > loss_0: 1.8575607538223267 (2.254021988465235) | > loss_gen: 2.7772915363311768 (2.9903688614185038) | > loss_kl: 1.82888662815094 (1.551628094453078) | > loss_feat: 10.068535804748535 (7.289349427590003) | > loss_mel: 24.239463806152344 (22.71726865034837) | > loss_duration: 2.357618808746338 (2.303004072262691) | > loss_1: 41.27179718017578 (36.85161891350379) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025292359865628756 (+0.00031117292550893964) | > avg_loss_disc: 2.254021988465235 (-0.1465562306917647) | > avg_loss_disc_real_0: 0.09729033063810605 (-0.00806371495127678) | > avg_loss_disc_real_1: 0.192363785723081 (-0.1983100717457441) | > avg_loss_disc_real_2: 0.23199870752600524 (-0.023013020077577023) | > avg_loss_disc_real_3: 0.3038472114847256 (-0.03348239282002824) | > avg_loss_disc_real_4: 0.19562635714044938 (-0.06647929692497614) | > avg_loss_disc_real_5: 0.3381606764518298 (+0.06869187320654213) | > avg_loss_0: 2.254021988465235 (-0.1465562306917647) | > avg_loss_gen: 2.9903688614185038 (-0.034443424298213454) | > avg_loss_kl: 1.551628094453078 (-0.07821123875104474) | > avg_loss_feat: 7.289349427590003 (+0.21322380579434874) | > avg_loss_mel: 22.71726865034837 (-0.9372560794536895) | > avg_loss_duration: 2.303004072262691 (-0.01211884388556772) | > avg_loss_1: 36.85161891350379 (-0.8488061611468964) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_90971.pth  > EPOCH: 9/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:21:38)   --> TIME: 2024-06-10 15:21:41 -- STEP: 4/330 -- GLOBAL_STEP: 90975 | > loss_disc: 2.5010080337524414 (2.300616145133972) | > loss_disc_real_0: 0.22722572088241577 (0.13591399230062962) | > loss_disc_real_1: 0.24150654673576355 (0.21180573850870132) | > loss_disc_real_2: 0.31925082206726074 (0.20286398008465767) | > loss_disc_real_3: 0.19207915663719177 (0.22700010240077972) | > loss_disc_real_4: 0.19648493826389313 (0.19820035248994827) | > loss_disc_real_5: 0.17520083487033844 (0.24263133853673935) | > loss_0: 2.5010080337524414 (2.300616145133972) | > grad_norm_0: tensor(40.7785, device='cuda:0') (tensor(32.9177, device='cuda:0')) | > loss_gen: 2.5637145042419434 (2.735106110572815) | > loss_kl: 1.2520145177841187 (1.5769198536872864) | > loss_feat: 5.8865532875061035 (6.436145901679993) | > loss_mel: 22.261394500732422 (22.53979730606079) | > loss_duration: 2.5823163986206055 (2.486523926258087) | > loss_1: 34.54599380493164 (35.77449321746826) | > grad_norm_1: tensor(139.4581, device='cuda:0') (tensor(116.5269, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3443 (0.34376269578933716) | > loader_time: 0.0027 (0.004156231880187988)  --> TIME: 2024-06-10 15:21:49 -- STEP: 29/330 -- GLOBAL_STEP: 91000 | > loss_disc: 2.165954351425171 (2.2194906308733184) | > loss_disc_real_0: 0.10651488602161407 (0.12466587704317326) | > loss_disc_real_1: 0.23625236749649048 (0.20195426560681443) | > loss_disc_real_2: 0.2036571502685547 (0.2150028702513925) | > loss_disc_real_3: 0.22954727709293365 (0.2222410656254867) | > loss_disc_real_4: 0.18362347781658173 (0.21372602417551237) | > loss_disc_real_5: 0.19026291370391846 (0.20906880497932434) | > loss_0: 2.165954351425171 (2.2194906308733184) | > grad_norm_0: tensor(8.3066, device='cuda:0') (tensor(15.9942, device='cuda:0')) | > loss_gen: 2.8462090492248535 (2.7211652295342805) | > loss_kl: 1.6384981870651245 (1.4876456918387577) | > loss_feat: 6.848196983337402 (6.709887899201492) | > loss_mel: 21.874319076538086 (22.038033978692418) | > loss_duration: 2.1948294639587402 (2.253932952880859) | > loss_1: 35.40205383300781 (35.210666130329) | > grad_norm_1: tensor(83.8930, device='cuda:0') (tensor(159.1802, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3381 (0.33497218427986936) | > loader_time: 0.003 (0.0031109431694293843) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_91000.pth  --> TIME: 2024-06-10 15:22:02 -- STEP: 54/330 -- GLOBAL_STEP: 91025 | > loss_disc: 2.14796781539917 (2.170716263629772) | > loss_disc_real_0: 0.11819791048765182 (0.12538139956692862) | > loss_disc_real_1: 0.1828153282403946 (0.2001637449419057) | > loss_disc_real_2: 0.21040503680706024 (0.21104001916117138) | > loss_disc_real_3: 0.21235497295856476 (0.21622715007375787) | > loss_disc_real_4: 0.20955142378807068 (0.20856867013154207) | > loss_disc_real_5: 0.2134648710489273 (0.20818081277388115) | > loss_0: 2.14796781539917 (2.170716263629772) | > grad_norm_0: tensor(9.3701, device='cuda:0') (tensor(12.2018, device='cuda:0')) | > loss_gen: 2.803511142730713 (2.747391210661994) | > loss_kl: 1.567020297050476 (1.485098158871686) | > loss_feat: 6.977485656738281 (6.949309631630227) | > loss_mel: 23.33295440673828 (22.061582565307614) | > loss_duration: 2.144446849822998 (2.199502779377832) | > loss_1: 36.82542037963867 (35.44288437454787) | > grad_norm_1: tensor(146.3013, device='cuda:0') (tensor(123.8565, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3409 (0.34556229909261066) | > loader_time: 0.003 (0.0031855592021235715)  --> TIME: 2024-06-10 15:22:11 -- STEP: 79/330 -- GLOBAL_STEP: 91050 | > loss_disc: 2.1080262660980225 (2.1464580297470084) | > loss_disc_real_0: 0.10635435581207275 (0.12438204983555823) | > loss_disc_real_1: 0.20184731483459473 (0.19866695113574404) | > loss_disc_real_2: 0.22164663672447205 (0.20825356150729746) | > loss_disc_real_3: 0.19507567584514618 (0.21225117675111263) | > loss_disc_real_4: 0.2201652228832245 (0.2047819549901576) | > loss_disc_real_5: 0.24678969383239746 (0.20498034697544726) | > loss_0: 2.1080262660980225 (2.1464580297470084) | > grad_norm_0: tensor(12.4213, device='cuda:0') (tensor(11.8599, device='cuda:0')) | > loss_gen: 2.9499449729919434 (2.755304442176336) | > loss_kl: 1.5402061939239502 (1.4838664803323867) | > loss_feat: 7.343550682067871 (7.098616938047771) | > loss_mel: 21.918441772460938 (22.08410277547715) | > loss_duration: 2.123767614364624 (2.1793925445291062) | > loss_1: 35.875911712646484 (35.60128330278999) | > grad_norm_1: tensor(94.9896, device='cuda:0') (tensor(120.8150, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3506 (0.346373983576328) | > loader_time: 0.0034 (0.0032711421387105043)  --> TIME: 2024-06-10 15:22:20 -- STEP: 104/330 -- GLOBAL_STEP: 91075 | > loss_disc: 2.0432868003845215 (2.1405897404138856) | > loss_disc_real_0: 0.09136222302913666 (0.12346991685290752) | > loss_disc_real_1: 0.25905126333236694 (0.20054492010520059) | > loss_disc_real_2: 0.22464771568775177 (0.20749120887082356) | > loss_disc_real_3: 0.17749124765396118 (0.2113830907127032) | > loss_disc_real_4: 0.16042767465114594 (0.2031184730048363) | > loss_disc_real_5: 0.14684301614761353 (0.20329291086930495) | > loss_0: 2.0432868003845215 (2.1405897404138856) | > grad_norm_0: tensor(9.6037, device='cuda:0') (tensor(11.9449, device='cuda:0')) | > loss_gen: 2.819450855255127 (2.7554694459988522) | > loss_kl: 1.4590625762939453 (1.483988588819137) | > loss_feat: 7.984648704528809 (7.1212385434370775) | > loss_mel: 21.763296127319336 (22.081070679884682) | > loss_duration: 2.1794686317443848 (2.1721633477852915) | > loss_1: 36.205928802490234 (35.61393077556899) | > grad_norm_1: tensor(118.6562, device='cuda:0') (tensor(126.4472, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3427 (0.34861112787173354) | > loader_time: 0.0042 (0.0033943630181826074)  --> TIME: 2024-06-10 15:22:29 -- STEP: 129/330 -- GLOBAL_STEP: 91100 | > loss_disc: 2.0671191215515137 (2.132164319356283) | > loss_disc_real_0: 0.11208593845367432 (0.12217631621300715) | > loss_disc_real_1: 0.226087749004364 (0.20034966074912125) | > loss_disc_real_2: 0.19521141052246094 (0.2062970324773197) | > loss_disc_real_3: 0.22287198901176453 (0.21047822045263395) | > loss_disc_real_4: 0.2027626782655716 (0.202762652910495) | > loss_disc_real_5: 0.2200617641210556 (0.20224137754403343) | > loss_0: 2.0671191215515137 (2.132164319356283) | > grad_norm_0: tensor(6.9803, device='cuda:0') (tensor(11.9092, device='cuda:0')) | > loss_gen: 2.832051992416382 (2.762963006662768) | > loss_kl: 1.3650954961776733 (1.4713471397873044) | > loss_feat: 6.90380334854126 (7.157999264177426) | > loss_mel: 22.33087921142578 (22.07071613341338) | > loss_duration: 2.131413459777832 (2.1683594894039575) | > loss_1: 35.56324005126953 (35.63138515265409) | > grad_norm_1: tensor(70.8951, device='cuda:0') (tensor(125.9818, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3783 (0.35138468964155334) | > loader_time: 0.0047 (0.0034968538801799444)  --> TIME: 2024-06-10 15:22:39 -- STEP: 154/330 -- GLOBAL_STEP: 91125 | > loss_disc: 2.232797145843506 (2.1387809422109036) | > loss_disc_real_0: 0.10025833547115326 (0.12155641888740003) | > loss_disc_real_1: 0.19116759300231934 (0.20093226408610104) | > loss_disc_real_2: 0.18236584961414337 (0.20691716158157814) | > loss_disc_real_3: 0.22029484808444977 (0.21112752589699504) | > loss_disc_real_4: 0.19954493641853333 (0.20239239142506155) | > loss_disc_real_5: 0.1873708814382553 (0.20310296592387284) | > loss_0: 2.232797145843506 (2.1387809422109036) | > grad_norm_0: tensor(15.4075, device='cuda:0') (tensor(12.0263, device='cuda:0')) | > loss_gen: 2.836390256881714 (2.7586262442848897) | > loss_kl: 1.4814326763153076 (1.4649428740724337) | > loss_feat: 7.113295078277588 (7.149897172853544) | > loss_mel: 22.01202392578125 (22.056777694008563) | > loss_duration: 2.153207302093506 (2.167079452570386) | > loss_1: 35.59634780883789 (35.597323578673475) | > grad_norm_1: tensor(139.6225, device='cuda:0') (tensor(129.3943, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3751 (0.35474095096835845) | > loader_time: 0.0038 (0.003614726004662451)  --> TIME: 2024-06-10 15:22:48 -- STEP: 179/330 -- GLOBAL_STEP: 91150 | > loss_disc: 2.1306796073913574 (2.145121549094855) | > loss_disc_real_0: 0.15545406937599182 (0.12142086168490977) | > loss_disc_real_1: 0.18713290989398956 (0.20188771716875742) | > loss_disc_real_2: 0.201187863945961 (0.20751774910441986) | > loss_disc_real_3: 0.19379960000514984 (0.21102799966348612) | > loss_disc_real_4: 0.18968673050403595 (0.20257982149636944) | > loss_disc_real_5: 0.20209084451198578 (0.20358460708703405) | > loss_0: 2.1306796073913574 (2.145121549094855) | > grad_norm_0: tensor(37.4051, device='cuda:0') (tensor(13.2635, device='cuda:0')) | > loss_gen: 2.734692096710205 (2.754808504488214) | > loss_kl: 1.4691170454025269 (1.4582846897274415) | > loss_feat: 7.124270439147949 (7.155286594476114) | > loss_mel: 22.693655014038086 (22.072474154680137) | > loss_duration: 2.198059558868408 (2.169884998039162) | > loss_1: 36.21979522705078 (35.61073910590652) | > grad_norm_1: tensor(290.4562, device='cuda:0') (tensor(135.7535, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3688 (0.35698246423092633) | > loader_time: 0.004 (0.003706013024186288)  --> TIME: 2024-06-10 15:22:58 -- STEP: 204/330 -- GLOBAL_STEP: 91175 | > loss_disc: 2.210855007171631 (2.1468386918890694) | > loss_disc_real_0: 0.1391194760799408 (0.1213143621480056) | > loss_disc_real_1: 0.21100609004497528 (0.2023788528042097) | > loss_disc_real_2: 0.2508123815059662 (0.20722086209000323) | > loss_disc_real_3: 0.18890529870986938 (0.21061812443476094) | > loss_disc_real_4: 0.19844737648963928 (0.20243992039239875) | > loss_disc_real_5: 0.22132201492786407 (0.20364298839487277) | > loss_0: 2.210855007171631 (2.1468386918890694) | > grad_norm_0: tensor(14.4368, device='cuda:0') (tensor(13.0225, device='cuda:0')) | > loss_gen: 2.7515320777893066 (2.7474813846980815) | > loss_kl: 1.465472936630249 (1.4561381708173184) | > loss_feat: 7.954286575317383 (7.1643820603688555) | > loss_mel: 22.368717193603516 (22.050821687660964) | > loss_duration: 2.157337188720703 (2.174686092372037) | > loss_1: 36.69734573364258 (35.593509543175735) | > grad_norm_1: tensor(166.8272, device='cuda:0') (tensor(133.9251, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.3805 (0.35974905187008427) | > loader_time: 0.0051 (0.003794653742921118)  --> TIME: 2024-06-10 15:23:08 -- STEP: 229/330 -- GLOBAL_STEP: 91200 | > loss_disc: 2.1517066955566406 (2.147808173337877) | > loss_disc_real_0: 0.1346493512392044 (0.1221735408635379) | > loss_disc_real_1: 0.19266974925994873 (0.2020854333407494) | > loss_disc_real_2: 0.2062201052904129 (0.2071532577796794) | > loss_disc_real_3: 0.19964930415153503 (0.21077939894001554) | > loss_disc_real_4: 0.20183411240577698 (0.20218690927242086) | > loss_disc_real_5: 0.2022620439529419 (0.2042421672542022) | > loss_0: 2.1517066955566406 (2.147808173337877) | > grad_norm_0: tensor(18.2460, device='cuda:0') (tensor(13.1240, device='cuda:0')) | > loss_gen: 2.715484619140625 (2.744488182026225) | > loss_kl: 1.4491660594940186 (1.4527334979527897) | > loss_feat: 7.1682233810424805 (7.171997361828667) | > loss_mel: 22.18143081665039 (22.02983318978522) | > loss_duration: 2.2485640048980713 (2.1806461087480935) | > loss_1: 35.76287078857422 (35.579698537634904) | > grad_norm_1: tensor(93.2766, device='cuda:0') (tensor(136.6084, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.398 (0.362775216456584) | > loader_time: 0.0046 (0.003914517606710241)  --> TIME: 2024-06-10 15:23:18 -- STEP: 254/330 -- GLOBAL_STEP: 91225 | > loss_disc: 2.1134796142578125 (2.1509906147408664) | > loss_disc_real_0: 0.07325491309165955 (0.12197311851745986) | > loss_disc_real_1: 0.22085213661193848 (0.20253742409972697) | > loss_disc_real_2: 0.2277991622686386 (0.20730524733075942) | > loss_disc_real_3: 0.20016907155513763 (0.21083327887330466) | > loss_disc_real_4: 0.191822350025177 (0.2023431027205441) | > loss_disc_real_5: 0.1838255226612091 (0.204307745819486) | > loss_0: 2.1134796142578125 (2.1509906147408664) | > grad_norm_0: tensor(9.9934, device='cuda:0') (tensor(13.2787, device='cuda:0')) | > loss_gen: 2.7890701293945312 (2.739663864683916) | > loss_kl: 1.363264560699463 (1.4513292749097024) | > loss_feat: 8.17260456085205 (7.183575440579512) | > loss_mel: 22.892515182495117 (21.989693258691023) | > loss_duration: 2.1968255043029785 (2.1858186642016038) | > loss_1: 37.41427993774414 (35.55008069736745) | > grad_norm_1: tensor(185.0730, device='cuda:0') (tensor(136.2772, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.4237 (0.3677513205160306) | > loader_time: 0.0058 (0.004051043292668858)  --> TIME: 2024-06-10 15:23:29 -- STEP: 279/330 -- GLOBAL_STEP: 91250 | > loss_disc: 2.279076099395752 (2.153078231332976) | > loss_disc_real_0: 0.09826231747865677 (0.122596779457664) | > loss_disc_real_1: 0.20364047586917877 (0.20327575648984603) | > loss_disc_real_2: 0.27050554752349854 (0.20798212743788205) | > loss_disc_real_3: 0.22644490003585815 (0.21020518932291257) | > loss_disc_real_4: 0.18797363340854645 (0.20187571682169447) | > loss_disc_real_5: 0.18933062255382538 (0.2043256736677608) | > loss_0: 2.279076099395752 (2.153078231332976) | > grad_norm_0: tensor(20.6941, device='cuda:0') (tensor(13.8474, device='cuda:0')) | > loss_gen: 2.756134510040283 (2.745195060647943) | > loss_kl: 1.457660436630249 (1.4521074414680502) | > loss_feat: 7.527628421783447 (7.222712456966386) | > loss_mel: 21.904247283935547 (22.00915369423487) | > loss_duration: 2.2391600608825684 (2.193211682381171) | > loss_1: 35.884830474853516 (35.62238049250771) | > grad_norm_1: tensor(93.5365, device='cuda:0') (tensor(142.8904, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.4329 (0.3731570568563263) | > loader_time: 0.0062 (0.004224260220818195)  --> TIME: 2024-06-10 15:23:41 -- STEP: 304/330 -- GLOBAL_STEP: 91275 | > loss_disc: 2.3798584938049316 (2.1566356169550027) | > loss_disc_real_0: 0.14490459859371185 (0.1228695038681556) | > loss_disc_real_1: 0.18343931436538696 (0.2037991775003703) | > loss_disc_real_2: 0.2090167999267578 (0.20873451752490113) | > loss_disc_real_3: 0.22717688977718353 (0.21131526781736235) | > loss_disc_real_4: 0.21593651175498962 (0.20220510754734272) | > loss_disc_real_5: 0.21304547786712646 (0.20508824671177495) | > loss_0: 2.3798584938049316 (2.1566356169550027) | > grad_norm_0: tensor(8.8929, device='cuda:0') (tensor(14.6453, device='cuda:0')) | > loss_gen: 2.4706320762634277 (2.7483446401985057) | > loss_kl: 1.5706605911254883 (1.4509434331404525) | > loss_feat: 7.955604553222656 (7.247744227710523) | > loss_mel: 22.336444854736328 (21.98269859113191) | > loss_duration: 2.3318068981170654 (2.2022309558171993) | > loss_1: 36.66514587402344 (35.6319620107349) | > grad_norm_1: tensor(78.9045, device='cuda:0') (tensor(150.9674, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.4712 (0.38028614615139206) | > loader_time: 0.0073 (0.004410372752892343)  --> TIME: 2024-06-10 15:24:08 -- STEP: 329/330 -- GLOBAL_STEP: 91300 | > loss_disc: 2.3717145919799805 (2.1648890138759427) | > loss_disc_real_0: 0.30971890687942505 (0.12398846756587639) | > loss_disc_real_1: 0.1694074422121048 (0.20513348294971198) | > loss_disc_real_2: 0.21377699077129364 (0.209318873956573) | > loss_disc_real_3: 0.24037903547286987 (0.2121381006885807) | > loss_disc_real_4: 0.24783775210380554 (0.2025329661314972) | > loss_disc_real_5: 0.20077525079250336 (0.2053803501248723) | > loss_0: 2.3717145919799805 (2.1648890138759427) | > grad_norm_0: tensor(29.7672, device='cuda:0') (tensor(15.0685, device='cuda:0')) | > loss_gen: 2.715094804763794 (2.7483225426775335) | > loss_kl: 1.8326572179794312 (1.4608071560555307) | > loss_feat: 11.235097885131836 (7.3685516948757925) | > loss_mel: 20.775850296020508 (21.971362035687573) | > loss_duration: 2.33848237991333 (2.2152840065738735) | > loss_1: 38.89718246459961 (35.76432757392112) | > grad_norm_1: tensor(153.1912, device='cuda:0') (tensor(154.1165, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 13.7153 (0.43404103050115983) | > loader_time: 0.0346 (0.004845834430590227)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0613882541656494 (2.0613882541656494) | > loss_disc_real_0: 0.10737629234790802 (0.10737629234790802) | > loss_disc_real_1: 0.216879203915596 (0.216879203915596) | > loss_disc_real_2: 0.23126251995563507 (0.23126251995563507) | > loss_disc_real_3: 0.2437576800584793 (0.2437576800584793) | > loss_disc_real_4: 0.19019988179206848 (0.19019988179206848) | > loss_disc_real_5: 0.21392235159873962 (0.21392235159873962) | > loss_0: 2.0613882541656494 (2.0613882541656494) | > loss_gen: 2.9745893478393555 (2.9745893478393555) | > loss_kl: 2.217033624649048 (2.217033624649048) | > loss_feat: 7.319320201873779 (7.319320201873779) | > loss_mel: 23.089107513427734 (23.089107513427734) | > loss_duration: 2.7467432022094727 (2.7467432022094727) | > loss_1: 38.34679412841797 (38.34679412841797)  --> STEP: 1 | > loss_disc: 2.2207632064819336 (2.2207632064819336) | > loss_disc_real_0: 0.09815003722906113 (0.09815003722906113) | > loss_disc_real_1: 0.22432222962379456 (0.22432222962379456) | > loss_disc_real_2: 0.23563827574253082 (0.23563827574253082) | > loss_disc_real_3: 0.2907164394855499 (0.2907164394855499) | > loss_disc_real_4: 0.2830856740474701 (0.2830856740474701) | > loss_disc_real_5: 0.34083983302116394 (0.34083983302116394) | > loss_0: 2.2207632064819336 (2.2207632064819336) | > loss_gen: 3.106137752532959 (3.106137752532959) | > loss_kl: 1.844842553138733 (1.844842553138733) | > loss_feat: 6.562292098999023 (6.562292098999023) | > loss_mel: 23.01937484741211 (23.01937484741211) | > loss_duration: 2.438749313354492 (2.438749313354492) | > loss_1: 36.971397399902344 (36.971397399902344)  --> STEP: 2 | > loss_disc: 2.6269476413726807 (2.423855423927307) | > loss_disc_real_0: 0.1995459347963333 (0.14884798601269722) | > loss_disc_real_1: 0.4677364230155945 (0.3460293263196945) | > loss_disc_real_2: 0.3120400309562683 (0.27383915334939957) | > loss_disc_real_3: 0.3269047141075134 (0.3088105767965317) | > loss_disc_real_4: 0.3033963143825531 (0.2932409942150116) | > loss_disc_real_5: 0.27964961528778076 (0.31024472415447235) | > loss_0: 2.6269476413726807 (2.423855423927307) | > loss_gen: 3.5029754638671875 (3.3045566082000732) | > loss_kl: 1.4838900566101074 (1.6643663048744202) | > loss_feat: 5.720151424407959 (6.141221761703491) | > loss_mel: 22.62729835510254 (22.823336601257324) | > loss_duration: 2.476635694503784 (2.457692503929138) | > loss_1: 35.810951232910156 (36.39117431640625)  --> STEP: 3 | > loss_disc: 2.450424909591675 (2.432711919148763) | > loss_disc_real_0: 0.07593835890293121 (0.12454477697610855) | > loss_disc_real_1: 0.3828935921192169 (0.35831741491953534) | > loss_disc_real_2: 0.2587110102176666 (0.26879643897215527) | > loss_disc_real_3: 0.41345933079719543 (0.34369349479675293) | > loss_disc_real_4: 0.4067840874195099 (0.33108869194984436) | > loss_disc_real_5: 0.34822094440460205 (0.32290346423784894) | > loss_0: 2.450424909591675 (2.432711919148763) | > loss_gen: 3.646968126296997 (3.418693780899048) | > loss_kl: 1.5456151962280273 (1.6247826019922893) | > loss_feat: 6.643564224243164 (6.308669249216716) | > loss_mel: 20.83110809326172 (22.159260431925457) | > loss_duration: 2.163766384124756 (2.3597171306610107) | > loss_1: 34.83102035522461 (35.87112299601237)  --> STEP: 4 | > loss_disc: 2.441810369491577 (2.4349865317344666) | > loss_disc_real_0: 0.1348172128200531 (0.1271128859370947) | > loss_disc_real_1: 0.30653566122055054 (0.3453719764947891) | > loss_disc_real_2: 0.23452742397785187 (0.2602291852235794) | > loss_disc_real_3: 0.32103845477104187 (0.33802973479032516) | > loss_disc_real_4: 0.3364727795124054 (0.3324347138404846) | > loss_disc_real_5: 0.21902944147586823 (0.29693495854735374) | > loss_0: 2.441810369491577 (2.4349865317344666) | > loss_gen: 2.771279811859131 (3.2568402886390686) | > loss_kl: 1.3047311305999756 (1.5447697341442108) | > loss_feat: 6.609692573547363 (6.383925080299377) | > loss_mel: 22.26097869873047 (22.18468999862671) | > loss_duration: 2.2915194034576416 (2.3426676988601685) | > loss_1: 35.23820114135742 (35.71289253234863)  --> STEP: 5 | > loss_disc: 1.7607744932174683 (2.3001441240310667) | > loss_disc_real_0: 0.06017269194126129 (0.113724847137928) | > loss_disc_real_1: 0.275421142578125 (0.3313818097114563) | > loss_disc_real_2: 0.18655157089233398 (0.24549366235733033) | > loss_disc_real_3: 0.22329840064048767 (0.3150834679603577) | > loss_disc_real_4: 0.1784755289554596 (0.3016428768634796) | > loss_disc_real_5: 0.1356392353773117 (0.2646758139133453) | > loss_0: 1.7607744932174683 (2.3001441240310667) | > loss_gen: 3.133347511291504 (3.2321417331695557) | > loss_kl: 1.760398030281067 (1.587895393371582) | > loss_feat: 6.61138391494751 (6.429416847229004) | > loss_mel: 22.5511474609375 (22.257981491088866) | > loss_duration: 2.3797683715820312 (2.350087833404541) | > loss_1: 36.4360466003418 (35.857523345947264)  --> STEP: 6 | > loss_disc: 2.2385363578796387 (2.289876163005829) | > loss_disc_real_0: 0.13924045860767365 (0.11797744904955228) | > loss_disc_real_1: 0.2936985194683075 (0.32510126133759815) | > loss_disc_real_2: 0.22190098464488983 (0.2415615494052569) | > loss_disc_real_3: 0.3013618588447571 (0.31279653310775757) | > loss_disc_real_4: 0.21903011202812195 (0.28787408272425336) | > loss_disc_real_5: 0.25291135907173157 (0.26271507143974304) | > loss_0: 2.2385363578796387 (2.289876163005829) | > loss_gen: 3.114619255065918 (3.212554653485616) | > loss_kl: 1.6020325422286987 (1.590251584847768) | > loss_feat: 6.493186950683594 (6.440045197804769) | > loss_mel: 24.382522583007812 (22.61207167307536) | > loss_duration: 2.1656484603881836 (2.319347937901815) | > loss_1: 37.75801086425781 (36.17427126566569)  --> STEP: 7 | > loss_disc: 2.662795305252075 (2.343150326183864) | > loss_disc_real_0: 0.129953533411026 (0.11968831824404853) | > loss_disc_real_1: 0.2919854521751404 (0.32037043145724703) | > loss_disc_real_2: 0.18423151969909668 (0.23337154516151973) | > loss_disc_real_3: 0.3349607288837433 (0.3159628467900412) | > loss_disc_real_4: 0.3945330083370209 (0.3031110720975058) | > loss_disc_real_5: 0.40111181139945984 (0.28248603429113117) | > loss_0: 2.662795305252075 (2.343150326183864) | > loss_gen: 2.63497257232666 (3.130042927605765) | > loss_kl: 1.955937147140503 (1.642492379461016) | > loss_feat: 4.914438247680664 (6.2221013477870395) | > loss_mel: 22.945716857910156 (22.6597352709089) | > loss_duration: 2.4042129516601562 (2.3314715112958635) | > loss_1: 34.85527801513672 (35.985843658447266)  --> STEP: 8 | > loss_disc: 2.051682472229004 (2.3067168444395065) | > loss_disc_real_0: 0.11841867864131927 (0.11952961329370737) | > loss_disc_real_1: 0.28328651189804077 (0.31573494151234627) | > loss_disc_real_2: 0.2926453649997711 (0.24078077264130116) | > loss_disc_real_3: 0.2831331491470337 (0.3118591345846653) | > loss_disc_real_4: 0.232485830783844 (0.2942829169332981) | > loss_disc_real_5: 0.21092908084392548 (0.27354141511023045) | > loss_0: 2.051682472229004 (2.3067168444395065) | > loss_gen: 3.619033098220825 (3.1911666989326477) | > loss_kl: 1.6849294900894165 (1.647797018289566) | > loss_feat: 9.077163696289062 (6.5789841413497925) | > loss_mel: 24.058940887451172 (22.834635972976685) | > loss_duration: 2.237123966217041 (2.3196780681610107) | > loss_1: 40.67719268798828 (36.57226228713989)  --> STEP: 9 | > loss_disc: 2.0508434772491455 (2.2782864703072443) | > loss_disc_real_0: 0.15571941435337067 (0.12355070230033663) | > loss_disc_real_1: 0.2498636692762375 (0.30841591126388973) | > loss_disc_real_2: 0.1945304572582245 (0.2356418487098482) | > loss_disc_real_3: 0.26493579149246216 (0.3066454297966427) | > loss_disc_real_4: 0.26300686597824097 (0.290807800160514) | > loss_disc_real_5: 0.2855798900127411 (0.27487902343273163) | > loss_0: 2.0508434772491455 (2.2782864703072443) | > loss_gen: 3.387676954269409 (3.2130011717478433) | > loss_kl: 1.543043851852417 (1.6361577775743272) | > loss_feat: 8.077032089233398 (6.74543391333686) | > loss_mel: 22.18712615966797 (22.762690438164604) | > loss_duration: 2.1359663009643555 (2.299265649583605) | > loss_1: 37.33084487915039 (36.656549241807724)  --> STEP: 10 | > loss_disc: 2.930987596511841 (2.343556582927704) | > loss_disc_real_0: 0.3562529385089874 (0.14682092592120172) | > loss_disc_real_1: 0.3344913721084595 (0.3110234573483467) | > loss_disc_real_2: 0.2880793511867523 (0.2408855989575386) | > loss_disc_real_3: 0.3419704735279083 (0.3101779341697693) | > loss_disc_real_4: 0.4053293764591217 (0.30225995779037473) | > loss_disc_real_5: 0.38899436593055725 (0.2862905576825142) | > loss_0: 2.930987596511841 (2.343556582927704) | > loss_gen: 2.908489465713501 (3.182550001144409) | > loss_kl: 1.754914402961731 (1.6480334401130676) | > loss_feat: 5.371584415435791 (6.608048963546753) | > loss_mel: 19.1988582611084 (22.406307220458984) | > loss_duration: 2.2692108154296875 (2.2962601661682127) | > loss_1: 31.5030574798584 (36.14120006561279)  --> STEP: 11 | > loss_disc: 1.9512220621109009 (2.3078898083079946) | > loss_disc_real_0: 0.11649928987026215 (0.14406441355293448) | > loss_disc_real_1: 0.3045065104961395 (0.3104310076345097) | > loss_disc_real_2: 0.18828174471855164 (0.23610343039035797) | > loss_disc_real_3: 0.25668060779571533 (0.3053145408630371) | > loss_disc_real_4: 0.20988917350769043 (0.2938626137646762) | > loss_disc_real_5: 0.1783449351787567 (0.27647731927308167) | > loss_0: 1.9512220621109009 (2.3078898083079946) | > loss_gen: 3.3737528324127197 (3.1999320767142554) | > loss_kl: 1.3040238618850708 (1.6167598420923406) | > loss_feat: 7.588798999786377 (6.697208057750355) | > loss_mel: 21.116031646728516 (22.28900944102894) | > loss_duration: 2.480781078338623 (2.3130347945473413) | > loss_1: 35.86338806152344 (36.1159444288774)  --> STEP: 12 | > loss_disc: 2.194718837738037 (2.2984588940938315) | > loss_disc_real_0: 0.10585084557533264 (0.140879949554801) | > loss_disc_real_1: 0.24737367033958435 (0.30517622952659923) | > loss_disc_real_2: 0.19741769134998322 (0.23287961880366007) | > loss_disc_real_3: 0.28457996249198914 (0.3035866593321164) | > loss_disc_real_4: 0.3166170120239258 (0.2957588136196137) | > loss_disc_real_5: 0.30797964334487915 (0.27910251294573146) | > loss_0: 2.194718837738037 (2.2984588940938315) | > loss_gen: 3.053617477416992 (3.1877391934394836) | > loss_kl: 1.7233247756958008 (1.6256402532259624) | > loss_feat: 6.6356425285339355 (6.69207759698232) | > loss_mel: 24.63504409790039 (22.484512329101562) | > loss_duration: 2.234355926513672 (2.306478222211202) | > loss_1: 38.281986236572266 (36.29644791285197)  --> STEP: 13 | > loss_disc: 2.5653834342956543 (2.318991551032433) | > loss_disc_real_0: 0.16909486055374146 (0.14305032732395026) | > loss_disc_real_1: 0.39892691373825073 (0.3123878206198032) | > loss_disc_real_2: 0.16883033514022827 (0.22795275082954994) | > loss_disc_real_3: 0.31418871879577637 (0.3044022023677826) | > loss_disc_real_4: 0.3663475811481476 (0.30118871881411635) | > loss_disc_real_5: 0.2793022394180298 (0.27911787652052367) | > loss_0: 2.5653834342956543 (2.318991551032433) | > loss_gen: 2.7305684089660645 (3.1525722100184512) | > loss_kl: 1.4869742393493652 (1.6149736367739165) | > loss_feat: 5.011734485626221 (6.5628204345703125) | > loss_mel: 20.36871337890625 (22.321758563701923) | > loss_duration: 2.1429238319396973 (2.29389711526724) | > loss_1: 31.74091339111328 (35.94602218041053)  --> STEP: 14 | > loss_disc: 2.3890297412872314 (2.323994278907776) | > loss_disc_real_0: 0.07165005058050156 (0.13795030755656107) | > loss_disc_real_1: 0.28030532598495483 (0.31009621386017117) | > loss_disc_real_2: 0.1942218840122223 (0.2255434031997408) | > loss_disc_real_3: 0.41568875312805176 (0.3123512417078018) | > loss_disc_real_4: 0.38610920310020447 (0.3072544676916941) | > loss_disc_real_5: 0.32910120487213135 (0.2826881142599242) | > loss_0: 2.3890297412872314 (2.323994278907776) | > loss_gen: 3.2440505027770996 (3.1591063737869263) | > loss_kl: 2.2815377712249756 (1.6625853606632777) | > loss_feat: 7.652089595794678 (6.640625374657767) | > loss_mel: 25.25580596923828 (22.531333378383092) | > loss_duration: 2.363419532775879 (2.298863002232143) | > loss_1: 40.79690170288086 (36.2925135748727)  --> STEP: 15 | > loss_disc: 2.235081195831299 (2.3180667400360107) | > loss_disc_real_0: 0.12012939900159836 (0.1367622469862302) | > loss_disc_real_1: 0.43147122859954834 (0.318187881509463) | > loss_disc_real_2: 0.1650308221578598 (0.2215092311302821) | > loss_disc_real_3: 0.3508949875831604 (0.31492082476615907) | > loss_disc_real_4: 0.21127498149871826 (0.30085583527882903) | > loss_disc_real_5: 0.17103441059589386 (0.2752445340156555) | > loss_0: 2.235081195831299 (2.3180667400360107) | > loss_gen: 3.2436060905456543 (3.1647396882375083) | > loss_kl: 1.6221115589141846 (1.6598871072133383) | > loss_feat: 7.390313148498535 (6.690604559580485) | > loss_mel: 22.178070068359375 (22.50778249104818) | > loss_duration: 2.2887067794799805 (2.298185920715332) | > loss_1: 36.722808837890625 (36.32119992574056)  --> STEP: 16 | > loss_disc: 1.7930799722671509 (2.285255067050457) | > loss_disc_real_0: 0.0971001386642456 (0.13428336521610618) | > loss_disc_real_1: 0.2751197814941406 (0.31549612525850534) | > loss_disc_real_2: 0.2313053011894226 (0.22212148550897837) | > loss_disc_real_3: 0.236103817820549 (0.30999476183205843) | > loss_disc_real_4: 0.3119937777519226 (0.3015519566833974) | > loss_disc_real_5: 0.1225142627954483 (0.26569889206439257) | > loss_0: 1.7930799722671509 (2.285255067050457) | > loss_gen: 3.992530107498169 (3.2164765894412994) | > loss_kl: 1.488341212272644 (1.6491654887795448) | > loss_feat: 10.157974243164062 (6.907315164804459) | > loss_mel: 23.29905891418457 (22.5572372674942) | > loss_duration: 2.330049514770508 (2.3001773953437805) | > loss_1: 41.26795196533203 (36.63037192821503)  --> STEP: 17 | > loss_disc: 2.2795181274414062 (2.2849176000146305) | > loss_disc_real_0: 0.1559211164712906 (0.13555617411346996) | > loss_disc_real_1: 0.3531074523925781 (0.317708556266392) | > loss_disc_real_2: 0.19113002717494965 (0.22029845854815314) | > loss_disc_real_3: 0.3152763545513153 (0.3103054437567206) | > loss_disc_real_4: 0.2568340301513672 (0.2989214904168074) | > loss_disc_real_5: 0.28733789920806885 (0.26697177483754997) | > loss_0: 2.2795181274414062 (2.2849176000146305) | > loss_gen: 3.2012505531311035 (3.215580940246582) | > loss_kl: 1.511709451675415 (1.6410798395381254) | > 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34.69969940185547 (36.421135902404785)  --> STEP: 19 | > loss_disc: 2.1356542110443115 (2.2620029135754236) | > loss_disc_real_0: 0.1356077939271927 (0.1346270979235047) | > loss_disc_real_1: 0.4038408100605011 (0.3175127067063984) | > loss_disc_real_2: 0.25652015209198 (0.2195969616111956) | > loss_disc_real_3: 0.329385906457901 (0.309770762136108) | > loss_disc_real_4: 0.24312105774879456 (0.2942487032789934) | > loss_disc_real_5: 0.18628497421741486 (0.2623244100495389) | > loss_0: 2.1356542110443115 (2.2620029135754236) | > loss_gen: 3.526664972305298 (3.231194282832899) | > loss_kl: 0.9800851345062256 (1.6149799572794061) | > loss_feat: 7.846813201904297 (6.917738789006283) | > loss_mel: 21.304534912109375 (22.335728695518092) | > loss_duration: 2.3192739486694336 (2.298138166728773) | > loss_1: 35.97737503051758 (36.3977800670423)  --> STEP: 20 | > loss_disc: 2.266287326812744 (2.26221713423729) | > loss_disc_real_0: 0.15334786474704742 (0.1355631362646818) | > loss_disc_real_1: 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loss_disc_real_4: 0.29998281598091125 (0.29383175146012086) | > loss_disc_real_5: 0.2757241725921631 (0.26433016714595614) | > loss_0: 2.5000786781311035 (2.2735438744227094) | > loss_gen: 2.838667154312134 (3.1891366186596097) | > loss_kl: 1.565528392791748 (1.607331599508013) | > loss_feat: 4.71229362487793 (6.7717315583002) | > loss_mel: 18.671890258789062 (22.079334077380953) | > loss_duration: 2.215818405151367 (2.297690119062151) | > loss_1: 30.00419807434082 (35.945224217006135)  --> STEP: 22 | > loss_disc: 2.3320581912994385 (2.2762036160989245) | > loss_disc_real_0: 0.13193769752979279 (0.13666005737402223) | > loss_disc_real_1: 0.2006257325410843 (0.3069060532884164) | > loss_disc_real_2: 0.2155281901359558 (0.22268446399406952) | > loss_disc_real_3: 0.31346824765205383 (0.30453102832490747) | > loss_disc_real_4: 0.3820483088493347 (0.29784159497781243) | > loss_disc_real_5: 0.3217916786670685 (0.2669420540332794) | > loss_0: 2.3320581912994385 (2.2762036160989245) | > loss_gen: 3.4078338146209717 (3.1990774002942173) | > loss_kl: 1.3587021827697754 (1.5960302623835476) | > loss_feat: 7.807003974914551 (6.818789395419034) | > loss_mel: 22.57020378112793 (22.10164633664218) | > loss_duration: 2.219168186187744 (2.2941209402951324) | > loss_1: 37.3629150390625 (36.00966470891779)  --> STEP: 23 | > loss_disc: 2.595175266265869 (2.2900719487148784) | > loss_disc_real_0: 0.19986209273338318 (0.139407971954864) | > loss_disc_real_1: 0.2644253969192505 (0.30505906822888745) | > loss_disc_real_2: 0.23395240306854248 (0.22317437438861185) | > loss_disc_real_3: 0.33511117100715637 (0.3058605997458748) | > loss_disc_real_4: 0.375324547290802 (0.30121041899142065) | > loss_disc_real_5: 0.4029974937438965 (0.27285750793374103) | > loss_0: 2.595175266265869 (2.2900719487148784) | > loss_gen: 2.995877742767334 (3.190242632575657) | > loss_kl: 1.254546880722046 (1.5811831588330476) | > loss_feat: 6.675994396209717 (6.812580917192542) | > loss_mel: 22.6826229095459 (22.126906187637992) | > loss_duration: 2.375819683074951 (2.2976730595464288) | > loss_1: 35.984859466552734 (36.00858622011931)  --> STEP: 24 | > loss_disc: 2.334301471710205 (2.29191484550635) | > loss_disc_real_0: 0.1349809765815735 (0.13922351381431022) | > loss_disc_real_1: 0.3245210349559784 (0.3058699835091829) | > loss_disc_real_2: 0.19981606304645538 (0.22220111141602197) | > loss_disc_real_3: 0.3070111572742462 (0.3059085396428903) | > loss_disc_real_4: 0.23866499960422516 (0.2986043598502875) | > loss_disc_real_5: 0.30243560671806335 (0.2740899287164211) | > loss_0: 2.334301471710205 (2.29191484550635) | > loss_gen: 2.8477280139923096 (3.175971190134684) | > loss_kl: 1.5662890672683716 (1.5805625716845195) | > loss_feat: 5.641973972320557 (6.763805627822876) | > loss_mel: 18.291500091552734 (21.967097600301106) | > loss_duration: 2.415548324584961 (2.3025845289230342) | > loss_1: 30.76304054260254 (35.79002181688944)  --> STEP: 25 | > loss_disc: 2.9280741214752197 (2.317361216545105) | > loss_disc_real_0: 0.30696508288383484 (0.1459331765770912) | > loss_disc_real_1: 0.367288738489151 (0.3083267337083816) | > loss_disc_real_2: 0.2777380645275116 (0.22442258954048155) | > loss_disc_real_3: 0.382368266582489 (0.30896692872047427) | > loss_disc_real_4: 0.45282500982284546 (0.30477318584918983) | > loss_disc_real_5: 0.27942347526550293 (0.2743032705783844) | > loss_0: 2.9280741214752197 (2.317361216545105) | > loss_gen: 2.9553377628326416 (3.1671458530426024) | > loss_kl: 1.6787571907043457 (1.5844903564453126) | > loss_feat: 5.611114978790283 (6.717698001861573) | > loss_mel: 21.462474822998047 (21.946912689208986) | > loss_duration: 2.4088940620422363 (2.306836910247802) | > loss_1: 34.1165771484375 (35.72308403015137)  --> STEP: 26 | > loss_disc: 2.436542272567749 (2.3219451033152065) | > loss_disc_real_0: 0.05862230062484741 (0.14257506596354336) | > loss_disc_real_1: 0.21622292697429657 (0.30478427960322446) | > loss_disc_real_2: 0.1825295239686966 (0.22281131778772062) | > loss_disc_real_3: 0.24586139619350433 (0.30653979285405236) | > loss_disc_real_4: 0.2920840382575989 (0.3042851417110517) | > loss_disc_real_5: 0.1251230090856552 (0.2685655682132794) | > loss_0: 2.436542272567749 (2.3219451033152065) | > loss_gen: 2.4253270626068115 (3.1386143611027646) | > loss_kl: 1.7833821773529053 (1.5921400418648353) | > loss_feat: 9.275995254516602 (6.816094050040612) | > loss_mel: 22.64948844909668 (21.97393483382005) | > loss_duration: 2.347899913787842 (2.3084162565378037) | > loss_1: 38.482093811035156 (35.82919979095459) --> EVAL PERFORMANCE | > avg_loader_time: 0.002311018797067496 (-0.0002182171894953796) | > avg_loss_disc: 2.3219451033152065 (+0.06792311484997171) | > avg_loss_disc_real_0: 0.14257506596354336 (+0.04528473532543731) | > avg_loss_disc_real_1: 0.30478427960322446 (+0.11242049388014347) | > avg_loss_disc_real_2: 0.22281131778772062 (-0.009187389738284618) | > avg_loss_disc_real_3: 0.30653979285405236 (+0.002692581369326763) | > avg_loss_disc_real_4: 0.3042851417110517 (+0.10865878457060232) | > avg_loss_disc_real_5: 0.2685655682132794 (-0.06959510823855036) | > avg_loss_0: 2.3219451033152065 (+0.06792311484997171) | > avg_loss_gen: 3.1386143611027646 (+0.14824549968426082) | > avg_loss_kl: 1.5921400418648353 (+0.04051194741175723) | > avg_loss_feat: 6.816094050040612 (-0.47325537754939084) | > avg_loss_mel: 21.97393483382005 (-0.7433338165283203) | > avg_loss_duration: 2.3084162565378037 (+0.005412184275112697) | > avg_loss_1: 35.82919979095459 (-1.022419122549202) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_91301.pth  > EPOCH: 10/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:24:24)   --> TIME: 2024-06-10 15:24:34 -- STEP: 24/330 -- GLOBAL_STEP: 91325 | > loss_disc: 2.1914992332458496 (2.237491543094317) | > loss_disc_real_0: 0.10772949457168579 (0.11440505273640156) | > loss_disc_real_1: 0.17441895604133606 (0.20784018312891325) | > loss_disc_real_2: 0.23151074349880219 (0.21233417776723704) | > loss_disc_real_3: 0.23305144906044006 (0.2212421509126822) | > loss_disc_real_4: 0.19976697862148285 (0.19846621993929148) | > loss_disc_real_5: 0.21317103505134583 (0.22586844178537527) | > loss_0: 2.1914992332458496 (2.237491543094317) | > grad_norm_0: tensor(9.6780, device='cuda:0') (tensor(20.0867, device='cuda:0')) | > loss_gen: 2.922623634338379 (2.7956478198369346) | > loss_kl: 1.7092325687408447 (1.4891350617011387) | > loss_feat: 7.196655750274658 (6.872206608454387) | > loss_mel: 21.390487670898438 (22.281206766764324) | > loss_duration: 2.1398801803588867 (2.2778146068255105) | > loss_1: 35.35887908935547 (35.71601104736328) | > grad_norm_1: tensor(375.0664, device='cuda:0') (tensor(179.6122, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.3475 (0.33845190207163495) | > loader_time: 0.0034 (0.0029986600081125894)  --> TIME: 2024-06-10 15:24:43 -- STEP: 49/330 -- GLOBAL_STEP: 91350 | > loss_disc: 2.2846803665161133 (2.2524931455145083) | > loss_disc_real_0: 0.09237568825483322 (0.13005767192463488) | > loss_disc_real_1: 0.22839616239070892 (0.20515863962319433) | > loss_disc_real_2: 0.22731441259384155 (0.2147992682092044) | > loss_disc_real_3: 0.21562519669532776 (0.22133133028234755) | > loss_disc_real_4: 0.20932643115520477 (0.21370961030527036) | > loss_disc_real_5: 0.25218597054481506 (0.21818811461633567) | > loss_0: 2.2846803665161133 (2.2524931455145083) | > grad_norm_0: tensor(18.4955, device='cuda:0') (tensor(25.9970, device='cuda:0')) | > loss_gen: 2.529468297958374 (2.731707704310515) | > loss_kl: 1.5087084770202637 (1.492696686666839) | > loss_feat: 6.037697792053223 (6.801808775687705) | > loss_mel: 20.982173919677734 (22.116045114945393) | > loss_duration: 2.0969953536987305 (2.2089730574160202) | > loss_1: 33.15504455566406 (35.35123124414561) | > grad_norm_1: tensor(150.9118, device='cuda:0') (tensor(201.3998, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.3446 (0.34313421346703354) | > loader_time: 0.0031 (0.0032130650111607145)  --> TIME: 2024-06-10 15:24:51 -- STEP: 74/330 -- GLOBAL_STEP: 91375 | > loss_disc: 2.221858501434326 (2.2227970329490874) | > loss_disc_real_0: 0.12528207898139954 (0.12820864906786264) | > loss_disc_real_1: 0.17647981643676758 (0.20234237812660835) | > loss_disc_real_2: 0.2049046754837036 (0.21176185781085813) | > loss_disc_real_3: 0.2130182385444641 (0.21793745357442545) | > loss_disc_real_4: 0.198748379945755 (0.2122677593819193) | > loss_disc_real_5: 0.1814066767692566 (0.21362351203286972) | > loss_0: 2.221858501434326 (2.2227970329490874) | > grad_norm_0: tensor(5.5327, device='cuda:0') (tensor(22.0075, device='cuda:0')) | > loss_gen: 2.632336378097534 (2.723322497831809) | > loss_kl: 1.514512538909912 (1.4865404206353265) | > loss_feat: 7.192654132843018 (6.923402663823721) | > loss_mel: 22.92644500732422 (22.134518855326885) | > loss_duration: 2.0539817810058594 (2.1817375663164498) | > loss_1: 36.31993103027344 (35.44952165758288) | > grad_norm_1: tensor(91.0418, device='cuda:0') (tensor(197.2649, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.3516 (0.34502292323756867) | > loader_time: 0.0033 (0.0032508341041771137)  --> TIME: 2024-06-10 15:25:00 -- STEP: 99/330 -- GLOBAL_STEP: 91400 | > loss_disc: 2.0107007026672363 (2.202277116101199) | > loss_disc_real_0: 0.10224570333957672 (0.12706940323866986) | > loss_disc_real_1: 0.19089360535144806 (0.20266942634727014) | > loss_disc_real_2: 0.172280415892601 (0.20970241424411235) | > loss_disc_real_3: 0.17691418528556824 (0.21583441577174448) | > loss_disc_real_4: 0.1695295125246048 (0.20946561936477218) | > loss_disc_real_5: 0.17220620810985565 (0.21022840762379194) | > loss_0: 2.0107007026672363 (2.202277116101199) | > grad_norm_0: tensor(16.0768, device='cuda:0') (tensor(19.0500, device='cuda:0')) | > loss_gen: 2.7705514430999756 (2.7140181209101835) | > loss_kl: 1.4285410642623901 (1.4697219494617346) | > loss_feat: 7.502243518829346 (6.9513399480569245) | > loss_mel: 22.319955825805664 (22.102181001143023) | > loss_duration: 2.130340099334717 (2.171074509620666) | > loss_1: 36.15163040161133 (35.40833521370934) | > grad_norm_1: tensor(202.9460, device='cuda:0') (tensor(183.1322, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.344 (0.34597889823142935) | > loader_time: 0.0035 (0.003336766753533874)  --> TIME: 2024-06-10 15:25:09 -- STEP: 124/330 -- GLOBAL_STEP: 91425 | > loss_disc: 2.0985918045043945 (2.1857339912845255) | > loss_disc_real_0: 0.1224031001329422 (0.1259640885757343) | > loss_disc_real_1: 0.1877826750278473 (0.20276727575448253) | > loss_disc_real_2: 0.22156406939029694 (0.2090718583954919) | > loss_disc_real_3: 0.15446120500564575 (0.21466004127456295) | > loss_disc_real_4: 0.1748892366886139 (0.20684356452716934) | > loss_disc_real_5: 0.16012398898601532 (0.20789565710771468) | > loss_0: 2.0985918045043945 (2.1857339912845255) | > grad_norm_0: tensor(8.1194, device='cuda:0') (tensor(16.8679, device='cuda:0')) | > loss_gen: 2.7347285747528076 (2.723561467662935) | > loss_kl: 1.4582504034042358 (1.4635754054592502) | > loss_feat: 8.416104316711426 (7.022996237201076) | > loss_mel: 22.266887664794922 (22.09969131408199) | > loss_duration: 2.155898094177246 (2.1674255430698395) | > loss_1: 37.0318717956543 (35.47724979154524) | > grad_norm_1: tensor(105.9180, device='cuda:0') (tensor(166.2108, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.3607 (0.34789196137459055) | > loader_time: 0.0036 (0.0034180072046095327)  --> TIME: 2024-06-10 15:25:19 -- STEP: 149/330 -- GLOBAL_STEP: 91450 | > loss_disc: 2.08850359916687 (2.180126428604127) | > loss_disc_real_0: 0.07127691060304642 (0.12490497982041952) | > loss_disc_real_1: 0.193593829870224 (0.20289329224384872) | > loss_disc_real_2: 0.18521086871623993 (0.20873201923482373) | > loss_disc_real_3: 0.19812187552452087 (0.2142070572848288) | > loss_disc_real_4: 0.19350974261760712 (0.20525957038938597) | > loss_disc_real_5: 0.20153942704200745 (0.2074024323249023) | > loss_0: 2.08850359916687 (2.180126428604127) | > grad_norm_0: tensor(16.7083, device='cuda:0') (tensor(16.2244, device='cuda:0')) | > loss_gen: 2.802236557006836 (2.7200687523656253) | > loss_kl: 1.5102907419204712 (1.4589569296612837) | > loss_feat: 7.260977745056152 (7.049952577424528) | > loss_mel: 22.52344512939453 (22.070434429501532) | > loss_duration: 2.1689019203186035 (2.1666133763806132) | > loss_1: 36.26585388183594 (35.46602592212239) | > grad_norm_1: tensor(95.0938, device='cuda:0') (tensor(158.2242, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.37 (0.35082908124731704) | > loader_time: 0.0038 (0.0035245882584744653)  --> TIME: 2024-06-10 15:25:28 -- STEP: 174/330 -- GLOBAL_STEP: 91475 | > loss_disc: 2.1037280559539795 (2.171549072895928) | > loss_disc_real_0: 0.15498009324073792 (0.12609459945782167) | > loss_disc_real_1: 0.14300526678562164 (0.20166621194488704) | > loss_disc_real_2: 0.2204466462135315 (0.2080225337339544) | > loss_disc_real_3: 0.192264124751091 (0.21342931054104333) | > loss_disc_real_4: 0.1872350424528122 (0.20387698971163268) | > loss_disc_real_5: 0.16584673523902893 (0.2072890668079771) | > loss_0: 2.1037280559539795 (2.171549072895928) | > grad_norm_0: tensor(14.0440, device='cuda:0') (tensor(15.6588, device='cuda:0')) | > loss_gen: 2.942925453186035 (2.7286545339672044) | > loss_kl: 1.4081335067749023 (1.454881930488279) | > loss_feat: 7.073154926300049 (7.092737713079342) | > loss_mel: 22.19402313232422 (22.06475221699682) | > loss_duration: 2.255357027053833 (2.1675385476528923) | > loss_1: 35.873592376708984 (35.508564828456095) | > grad_norm_1: tensor(182.9563, device='cuda:0') (tensor(153.5633, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.38 (0.35369445811743017) | > loader_time: 0.0048 (0.0036396610325780407)  --> TIME: 2024-06-10 15:25:38 -- STEP: 199/330 -- GLOBAL_STEP: 91500 | > loss_disc: 2.238534450531006 (2.167489069790099) | > loss_disc_real_0: 0.13317450881004333 (0.12661956065339058) | > loss_disc_real_1: 0.2530709207057953 (0.20212315464738628) | > loss_disc_real_2: 0.22137074172496796 (0.2085616518205135) | > loss_disc_real_3: 0.19885222613811493 (0.2131311458409132) | > loss_disc_real_4: 0.15486028790473938 (0.2025562523672329) | > loss_disc_real_5: 0.18663908541202545 (0.20645794339814977) | > loss_0: 2.238534450531006 (2.167489069790099) | > grad_norm_0: tensor(16.4294, device='cuda:0') (tensor(15.3214, device='cuda:0')) | > loss_gen: 2.658163547515869 (2.734826268862241) | > loss_kl: 1.4199063777923584 (1.4516082397058376) | > loss_feat: 6.767091751098633 (7.134948517209919) | > loss_mel: 21.803680419921875 (22.056012033817165) | > loss_duration: 2.276461124420166 (2.172606279502563) | > loss_1: 34.9253044128418 (35.550001192332466) | > grad_norm_1: tensor(123.3162, device='cuda:0') (tensor(147.1582, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.3863 (0.3573344640396347) | > loader_time: 0.0049 (0.003762910114460854) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_91500.pth  --> TIME: 2024-06-10 15:25:53 -- STEP: 224/330 -- GLOBAL_STEP: 91525 | > loss_disc: 2.2920923233032227 (2.170787952840331) | > loss_disc_real_0: 0.1399572193622589 (0.12754057821751177) | > loss_disc_real_1: 0.23667317628860474 (0.20326833799481395) | > loss_disc_real_2: 0.20667439699172974 (0.20974679830084958) | > loss_disc_real_3: 0.202614426612854 (0.21358026929997972) | > loss_disc_real_4: 0.19418801367282867 (0.20279556862078607) | > loss_disc_real_5: 0.26173990964889526 (0.20688948813559754) | > loss_0: 2.2920923233032227 (2.170787952840331) | > grad_norm_0: tensor(6.4064, device='cuda:0') (tensor(14.8284, device='cuda:0')) | > loss_gen: 2.4065065383911133 (2.7399052700826103) | > loss_kl: 1.4671299457550049 (1.4499900873218259) | > loss_feat: 6.89579963684082 (7.1638770656926285) | > loss_mel: 22.14955711364746 (22.04140840257918) | > loss_duration: 2.296546459197998 (2.1772854674075357) | > loss_1: 35.215538024902344 (35.57246616908479) | > grad_norm_1: tensor(170.1371, device='cuda:0') (tensor(144.0174, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.3892 (0.3614971637725829) | > loader_time: 0.0048 (0.0039012421454702106)  --> TIME: 2024-06-10 15:26:03 -- STEP: 249/330 -- GLOBAL_STEP: 91550 | > loss_disc: 2.074246883392334 (2.169407659266371) | > loss_disc_real_0: 0.13945789635181427 (0.12683828897684457) | > loss_disc_real_1: 0.1809459775686264 (0.20263928121112917) | > loss_disc_real_2: 0.18192462623119354 (0.20970734696551024) | > loss_disc_real_3: 0.2545478641986847 (0.21448874383805747) | > loss_disc_real_4: 0.25967273116111755 (0.20276432825499272) | > loss_disc_real_5: 0.2267242670059204 (0.2070556864082574) | > loss_0: 2.074246883392334 (2.169407659266371) | > grad_norm_0: tensor(22.9910, device='cuda:0') (tensor(14.4729, device='cuda:0')) | > loss_gen: 3.0931925773620605 (2.745168503029759) | > loss_kl: 1.4555869102478027 (1.4475592010949985) | > loss_feat: 7.1092376708984375 (7.181251841855335) | > loss_mel: 22.380138397216797 (22.012064516304974) | > loss_duration: 2.2317655086517334 (2.1835063025654575) | > loss_1: 36.269920349121094 (35.56955023462989) | > grad_norm_1: tensor(121.4655, device='cuda:0') (tensor(141.0592, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.4027 (0.36582406553398644) | > loader_time: 0.0051 (0.004027418343417615)  --> TIME: 2024-06-10 15:26:14 -- STEP: 274/330 -- GLOBAL_STEP: 91575 | > loss_disc: 2.401101589202881 (2.1707788457835693) | > loss_disc_real_0: 0.15687432885169983 (0.12641611851643034) | > loss_disc_real_1: 0.22756457328796387 (0.2037756134667536) | > loss_disc_real_2: 0.25634488463401794 (0.20995773288020256) | > loss_disc_real_3: 0.2460036277770996 (0.21465014274755534) | > loss_disc_real_4: 0.21115976572036743 (0.20281485476306754) | > loss_disc_real_5: 0.2036001831293106 (0.20690151983804075) | > loss_0: 2.401101589202881 (2.1707788457835693) | > grad_norm_0: tensor(35.2817, device='cuda:0') (tensor(14.4128, device='cuda:0')) | > loss_gen: 2.527925729751587 (2.741968281077643) | > loss_kl: 1.3269457817077637 (1.4462515376780152) | > loss_feat: 7.113552093505859 (7.203120050639131) | > loss_mel: 21.16598129272461 (21.99413582182279) | > loss_duration: 2.2637827396392822 (2.1901390704795407) | > loss_1: 34.398189544677734 (35.575614650754126) | > grad_norm_1: tensor(320.5902, device='cuda:0') (tensor(138.3976, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.4202 (0.3709001410616574) | > loader_time: 0.0056 (0.004189660079287786)  --> TIME: 2024-06-10 15:26:25 -- STEP: 299/330 -- GLOBAL_STEP: 91600 | > loss_disc: 2.015185594558716 (2.177157455862167) | > loss_disc_real_0: 0.10889999568462372 (0.12656926292689344) | > loss_disc_real_1: 0.21392856538295746 (0.20432151146357677) | > loss_disc_real_2: 0.16293780505657196 (0.21072354838002888) | > loss_disc_real_3: 0.19589370489120483 (0.2159931763358738) | > loss_disc_real_4: 0.18349207937717438 (0.20331588883364085) | > loss_disc_real_5: 0.16085846722126007 (0.20684419876356988) | > loss_0: 2.015185594558716 (2.177157455862167) | > grad_norm_0: tensor(12.0324, device='cuda:0') (tensor(14.5588, device='cuda:0')) | > loss_gen: 2.7597556114196777 (2.7408994256852073) | > loss_kl: 1.4677821397781372 (1.447857781397459) | > loss_feat: 7.845083236694336 (7.218092784435055) | > loss_mel: 22.02246856689453 (21.967275849154174) | > loss_duration: 2.3344733715057373 (2.1981728192555883) | > loss_1: 36.429561614990234 (35.572298604907765) | > grad_norm_1: tensor(119.1613, device='cuda:0') (tensor(139.9889, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.4653 (0.37715420994072835) | > loader_time: 0.0061 (0.004369602554219222)  --> TIME: 2024-06-10 15:26:39 -- STEP: 324/330 -- GLOBAL_STEP: 91625 | > loss_disc: 2.230653762817383 (2.1799957991382217) | > loss_disc_real_0: 0.0907697081565857 (0.12668476707911408) | > loss_disc_real_1: 0.16372548043727875 (0.20494381126798233) | > loss_disc_real_2: 0.1701989322900772 (0.21048485230148584) | > loss_disc_real_3: 0.19700807332992554 (0.21689110511430987) | > loss_disc_real_4: 0.15106509625911713 (0.20389141480403922) | > loss_disc_real_5: 0.2239667922258377 (0.20695837681400187) | > loss_0: 2.230653762817383 (2.1799957991382217) | > grad_norm_0: tensor(12.2820, device='cuda:0') (tensor(14.8952, device='cuda:0')) | > loss_gen: 2.681286573410034 (2.742803990105053) | > loss_kl: 1.7185441255569458 (1.4558279374499379) | > loss_feat: 9.449057579040527 (7.291807026038935) | > loss_mel: 20.120576858520508 (21.947048528694822) | > loss_duration: 2.3950533866882324 (2.2110412683751868) | > loss_1: 36.36451721191406 (35.648528687747884) | > grad_norm_1: tensor(155.8123, device='cuda:0') (tensor(140.4669, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.5877 (0.388871442388605) | > loader_time: 0.0087 (0.004615621802247601)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.948899745941162 (1.948899745941162) | > loss_disc_real_0: 0.13870492577552795 (0.13870492577552795) | > loss_disc_real_1: 0.2266858071088791 (0.2266858071088791) | > loss_disc_real_2: 0.17908848822116852 (0.17908848822116852) | > loss_disc_real_3: 0.18215973675251007 (0.18215973675251007) | > loss_disc_real_4: 0.20951306819915771 (0.20951306819915771) | > loss_disc_real_5: 0.2040383517742157 (0.2040383517742157) | > loss_0: 1.948899745941162 (1.948899745941162) | > loss_gen: 3.1287763118743896 (3.1287763118743896) | > loss_kl: 1.4628793001174927 (1.4628793001174927) | > loss_feat: 6.312449932098389 (6.312449932098389) | > loss_mel: 18.589168548583984 (18.589168548583984) | > loss_duration: 2.8627443313598633 (2.8627443313598633) | > loss_1: 32.35601806640625 (32.35601806640625)  --> STEP: 1 | > loss_disc: 2.2922611236572266 (2.2922611236572266) | > loss_disc_real_0: 0.09727717936038971 (0.09727717936038971) | > loss_disc_real_1: 0.14436036348342896 (0.14436036348342896) | > loss_disc_real_2: 0.26966607570648193 (0.26966607570648193) | > loss_disc_real_3: 0.2437516152858734 (0.2437516152858734) | > loss_disc_real_4: 0.231022447347641 (0.231022447347641) | > loss_disc_real_5: 0.35450875759124756 (0.35450875759124756) | > loss_0: 2.2922611236572266 (2.2922611236572266) | > loss_gen: 2.6104283332824707 (2.6104283332824707) | > loss_kl: 1.9002488851547241 (1.9002488851547241) | > loss_feat: 6.556055545806885 (6.556055545806885) | > loss_mel: 22.64908790588379 (22.64908790588379) | > loss_duration: 2.384822368621826 (2.384822368621826) | > loss_1: 36.100643157958984 (36.100643157958984)  --> STEP: 2 | > loss_disc: 2.0102720260620117 (2.151266574859619) | > loss_disc_real_0: 0.11277110874652863 (0.10502414405345917) | > loss_disc_real_1: 0.1820273995399475 (0.16319388151168823) | > loss_disc_real_2: 0.1777336746454239 (0.2236998751759529) | > loss_disc_real_3: 0.24140943586826324 (0.24258052557706833) | > loss_disc_real_4: 0.2068306803703308 (0.2189265638589859) | > loss_disc_real_5: 0.24287410080432892 (0.29869142919778824) | > loss_0: 2.0102720260620117 (2.151266574859619) | > loss_gen: 2.8655502796173096 (2.73798930644989) | > loss_kl: 1.3547831773757935 (1.6275160312652588) | > loss_feat: 6.32680606842041 (6.4414308071136475) | > loss_mel: 22.437788009643555 (22.543437957763672) | > loss_duration: 2.39434552192688 (2.389583945274353) | > loss_1: 35.3792724609375 (35.73995780944824)  --> STEP: 3 | > loss_disc: 2.1284046173095703 (2.143645922342936) | > loss_disc_real_0: 0.07895541191101074 (0.09633456667264302) | > loss_disc_real_1: 0.16644495725631714 (0.16427757342656454) | > loss_disc_real_2: 0.2976207733154297 (0.2483401745557785) | > loss_disc_real_3: 0.17439678311347961 (0.21985261142253876) | > loss_disc_real_4: 0.2047182023525238 (0.21419044335683188) | > loss_disc_real_5: 0.25533032417297363 (0.28423772752285004) | > loss_0: 2.1284046173095703 (2.143645922342936) | > loss_gen: 2.872208595275879 (2.7827290693918862) | > loss_kl: 2.038905620574951 (1.7646458943684895) | > loss_feat: 7.515347480773926 (6.799403031667073) | > loss_mel: 27.191513061523438 (24.092796325683594) | > loss_duration: 2.202568292617798 (2.3272453943888345) | > loss_1: 41.82054138183594 (37.76681900024414)  --> STEP: 4 | > loss_disc: 2.273256778717041 (2.1760486364364624) | > loss_disc_real_0: 0.12974271178245544 (0.10468660295009613) | > loss_disc_real_1: 0.16369935870170593 (0.16413301974534988) | > loss_disc_real_2: 0.239808589220047 (0.24620727822184563) | > loss_disc_real_3: 0.3027329742908478 (0.240572702139616) | > loss_disc_real_4: 0.27861863374710083 (0.2302974909543991) | > loss_disc_real_5: 0.3567742109298706 (0.3023718483746052) | > loss_0: 2.273256778717041 (2.1760486364364624) | > loss_gen: 2.970308542251587 (2.8296239376068115) | > loss_kl: 2.5315372943878174 (1.9563687443733215) | > loss_feat: 6.87079381942749 (6.817250728607178) | > loss_mel: 22.31684684753418 (23.64880895614624) | > loss_duration: 2.2428712844848633 (2.306151866912842) | > loss_1: 36.93235778808594 (37.55820369720459)  --> STEP: 5 | > loss_disc: 2.7707624435424805 (2.294991397857666) | > loss_disc_real_0: 0.1621258705854416 (0.11617445647716522) | > loss_disc_real_1: 0.21426518261432648 (0.1741594523191452) | > loss_disc_real_2: 0.2761507034301758 (0.2521959632635117) | > loss_disc_real_3: 0.24354057013988495 (0.2411662757396698) | > loss_disc_real_4: 0.2930169403553009 (0.24284138083457946) | > loss_disc_real_5: 0.37449783086776733 (0.3167970448732376) | > loss_0: 2.7707624435424805 (2.294991397857666) | > loss_gen: 2.1269216537475586 (2.689083480834961) | > loss_kl: 0.7702286243438721 (1.7191407203674316) | > loss_feat: 3.783759355545044 (6.210552453994751) | > loss_mel: 20.418516159057617 (23.002750396728516) | > loss_duration: 2.33565092086792 (2.3120516777038573) | > loss_1: 29.435077667236328 (35.93357849121094)  --> STEP: 6 | > loss_disc: 2.1734561920166016 (2.2747355302174888) | > loss_disc_real_0: 0.12302187830209732 (0.11731569344798724) | > loss_disc_real_1: 0.15420979261398315 (0.17083450903495154) | > loss_disc_real_2: 0.1574334055185318 (0.23640220363934836) | > loss_disc_real_3: 0.2563152313232422 (0.2436911016702652) | > loss_disc_real_4: 0.22369538247585297 (0.23965038110812506) | > loss_disc_real_5: 0.27605462074279785 (0.31000664085149765) | > loss_0: 2.1734561920166016 (2.2747355302174888) | > loss_gen: 2.6241581439971924 (2.6782625913619995) | > loss_kl: 1.6834100484848022 (1.7131856083869934) | > loss_feat: 6.491902828216553 (6.257444183031718) | > loss_mel: 24.416990280151367 (23.238457043965656) | > loss_duration: 2.1249213218688965 (2.2808632850646973) | > loss_1: 37.34138107299805 (36.168212254842125)  --> STEP: 7 | > loss_disc: 2.7951273918151855 (2.3490772247314453) | > loss_disc_real_0: 0.23383037745952606 (0.1339606483067785) | > loss_disc_real_1: 0.3041565716266632 (0.1898805179766246) | > loss_disc_real_2: 0.28183138370513916 (0.2428920865058899) | > loss_disc_real_3: 0.28222107887268066 (0.24919538412775313) | > loss_disc_real_4: 0.31574147939682007 (0.25052053800651003) | > loss_disc_real_5: 0.3591514229774475 (0.3170273240123476) | > loss_0: 2.7951273918151855 (2.3490772247314453) | > loss_gen: 2.279569387435913 (2.6213064193725586) | > loss_kl: 1.9003268480300903 (1.7399200711931502) | > loss_feat: 3.8387041091918945 (5.911909886768886) | > loss_mel: 21.816194534301758 (23.035276685442245) | > loss_duration: 2.3808512687683105 (2.295147282736642) | > loss_1: 32.21564483642578 (35.60355976649693)  --> STEP: 8 | > loss_disc: 2.340658664703369 (2.348024904727936) | > loss_disc_real_0: 0.17285308241844177 (0.1388222025707364) | > loss_disc_real_1: 0.2518858015537262 (0.19763117842376232) | > loss_disc_real_2: 0.2720448076725006 (0.24653617665171623) | > loss_disc_real_3: 0.294189989566803 (0.25481970980763435) | > loss_disc_real_4: 0.20365887880325317 (0.24466283060610292) | > loss_disc_real_5: 0.27074265480041504 (0.31124174036085606) | > loss_0: 2.340658664703369 (2.348024904727936) | > loss_gen: 3.055405855178833 (2.675568848848343) | > loss_kl: 1.9312653541564941 (1.7638382315635681) | > loss_feat: 7.994776248931885 (6.172268182039261) | > loss_mel: 22.853904724121094 (23.0126051902771) | > loss_duration: 2.22361421585083 (2.2862056493759155) | > loss_1: 38.058963775634766 (35.91048526763916)  --> STEP: 9 | > loss_disc: 2.1450297832489014 (2.325469891230265) | > loss_disc_real_0: 0.06792004406452179 (0.13094418495893478) | > loss_disc_real_1: 0.1333482414484024 (0.19048862987094456) | > loss_disc_real_2: 0.2390337586402893 (0.24570257465044656) | > loss_disc_real_3: 0.20939646661281586 (0.24977268278598785) | > loss_disc_real_4: 0.25937336683273315 (0.2462973346312841) | > loss_disc_real_5: 0.30750980973243713 (0.3108270814021428) | > loss_0: 2.1450297832489014 (2.325469891230265) | > loss_gen: 2.6985840797424316 (2.678126096725464) | > loss_kl: 1.5284264087677002 (1.7376813623640273) | > loss_feat: 9.949447631835938 (6.591954787572225) | > loss_mel: 24.312620162963867 (23.15705129835341) | > loss_duration: 2.1157774925231934 (2.267269187503391) | > loss_1: 40.604854583740234 (36.432081858317055)  --> STEP: 10 | > loss_disc: 2.625826597213745 (2.3555055618286134) | > loss_disc_real_0: 0.17275168001651764 (0.13512493446469306) | > loss_disc_real_1: 0.17608441412448883 (0.18904820829629898) | > loss_disc_real_2: 0.3045886754989624 (0.2515911847352982) | > loss_disc_real_3: 0.2615152895450592 (0.250946943461895) | > loss_disc_real_4: 0.3109167814254761 (0.2527592793107033) | > loss_disc_real_5: 0.31743577122688293 (0.31148795038461685) | > loss_0: 2.625826597213745 (2.3555055618286134) | > loss_gen: 2.484010934829712 (2.6587145805358885) | > loss_kl: 1.7556155920028687 (1.7394747853279113) | > loss_feat: 5.95297908782959 (6.528057217597961) | > loss_mel: 22.63829803466797 (23.105175971984863) | > loss_duration: 2.262279510498047 (2.2667702198028565) | > loss_1: 35.09318542480469 (36.29819221496582)  --> STEP: 11 | > loss_disc: 2.4337077140808105 (2.3626148483969946) | > loss_disc_real_0: 0.1454521268606186 (0.13606377013704993) | > loss_disc_real_1: 0.25335371494293213 (0.1948941634459929) | > loss_disc_real_2: 0.246522456407547 (0.25113039125095715) | > loss_disc_real_3: 0.3061279356479645 (0.2559633972969922) | > loss_disc_real_4: 0.20683440566062927 (0.24858429079706018) | > loss_disc_real_5: 0.29165682196617126 (0.30968512052839453) | > loss_0: 2.4337077140808105 (2.3626148483969946) | > loss_gen: 2.657452344894409 (2.6585998318412085) | > loss_kl: 1.6881999969482422 (1.7348134409297595) | > loss_feat: 7.839385032653809 (6.647268837148493) | > loss_mel: 21.757413864135742 (22.98265214399858) | > loss_duration: 2.3626303672790527 (2.2754847786643286) | > loss_1: 36.30508041381836 (36.29881841486151)  --> STEP: 12 | > loss_disc: 2.5213098526000977 (2.3758394320805865) | > loss_disc_real_0: 0.16867250204086304 (0.13878116446236768) | > loss_disc_real_1: 0.1916220486164093 (0.19462148721019426) | > loss_disc_real_2: 0.24395614862442017 (0.2505325376987457) | > loss_disc_real_3: 0.2727924585342407 (0.25736581906676287) | > loss_disc_real_4: 0.2525339424610138 (0.24891342843572298) | > loss_disc_real_5: 0.3265545070171356 (0.3110909027357896) | > loss_0: 2.5213098526000977 (2.3758394320805865) | > loss_gen: 2.4044923782348633 (2.6374242107073465) | > loss_kl: 1.772465467453003 (1.7379511098066966) | > loss_feat: 6.305873870849609 (6.618819256623586) | > loss_mel: 23.326019287109375 (23.011266072591145) | > loss_duration: 2.2252559661865234 (2.2712990442911782) | > loss_1: 36.03410339355469 (36.2767588297526)  --> STEP: 13 | > loss_disc: 2.605729579925537 (2.393523289607121) | > loss_disc_real_0: 0.17978142201900482 (0.14193503042826286) | > loss_disc_real_1: 0.21935664117336273 (0.19652419136120722) | > loss_disc_real_2: 0.27997222542762756 (0.25279712906250584) | > loss_disc_real_3: 0.2758074402809143 (0.25878440531400526) | > loss_disc_real_4: 0.277512788772583 (0.2511133792308661) | > loss_disc_real_5: 0.39745423197746277 (0.31773423575437987) | > loss_0: 2.605729579925537 (2.393523289607121) | > loss_gen: 2.607834815979004 (2.635148103420551) | > loss_kl: 1.4781087636947632 (1.7179632370288556) | > loss_feat: 5.780820369720459 (6.5543578037848835) | > loss_mel: 21.312095642089844 (22.880560654860275) | > loss_duration: 2.1466801166534424 (2.2617129729344296) | > loss_1: 33.325538635253906 (36.04974189171424)  --> STEP: 14 | > loss_disc: 2.4218087196350098 (2.3955436774662564) | > loss_disc_real_0: 0.1304628849029541 (0.14111559146216937) | > loss_disc_real_1: 0.19791465997695923 (0.19662351054804666) | > loss_disc_real_2: 0.16989563405513763 (0.24687559370483667) | > loss_disc_real_3: 0.2589603364467621 (0.2587969718234879) | > loss_disc_real_4: 0.20297154784202576 (0.24767467698880605) | > loss_disc_real_5: 0.22163257002830505 (0.3108698310596602) | > loss_0: 2.4218087196350098 (2.3955436774662564) | > loss_gen: 2.1105198860168457 (2.5976746593202864) | > loss_kl: 2.0000078678131104 (1.7381092820848738) | > loss_feat: 7.095633506774902 (6.593020353998456) | > loss_mel: 24.57024383544922 (23.00125231061663) | > loss_duration: 2.3595006465911865 (2.2686978067670553) | > loss_1: 38.13590621948242 (36.19875362941197)  --> STEP: 15 | > loss_disc: 2.2099573612213135 (2.38317125638326) | > loss_disc_real_0: 0.19396141171455383 (0.14463864614566166) | > loss_disc_real_1: 0.17648831009864807 (0.19528116385142008) | > loss_disc_real_2: 0.24522089958190918 (0.24676528076330817) | > loss_disc_real_3: 0.22882255911827087 (0.25679867764314007) | > loss_disc_real_4: 0.1743428111076355 (0.24278588593006134) | > loss_disc_real_5: 0.2565004527568817 (0.307245205839475) | > loss_0: 2.2099573612213135 (2.38317125638326) | > loss_gen: 2.6948413848876953 (2.6041524410247803) | > loss_kl: 1.7864784002304077 (1.7413338899612427) | > loss_feat: 8.267292022705078 (6.704638465245565) | > loss_mel: 22.89000129699707 (22.993835576375325) | > loss_duration: 2.2693064212799072 (2.2687383810679123) | > loss_1: 37.90791702270508 (36.31269785563151)  --> STEP: 16 | > loss_disc: 2.4435205459594727 (2.3869430869817734) | > loss_disc_real_0: 0.1132669597864151 (0.14267791574820876) | > loss_disc_real_1: 0.23516584932804108 (0.1977739566937089) | > loss_disc_real_2: 0.20076961815357208 (0.24389055185019967) | > loss_disc_real_3: 0.23634426295757294 (0.2555202767252921) | > loss_disc_real_4: 0.2679758667945862 (0.24436025973409414) | > loss_disc_real_5: 0.288663774728775 (0.30608386639505625) | > loss_0: 2.4435205459594727 (2.3869430869817734) | > loss_gen: 2.362814426422119 (2.589068815112114) | > loss_kl: 1.2629973888397217 (1.7114378586411476) | > loss_feat: 4.8341875076293945 (6.587735280394554) | > loss_mel: 21.787494659423828 (22.918439269065857) | > loss_duration: 2.3320860862731934 (2.2726976126432423) | > loss_1: 32.5795783996582 (36.07937788963318)  --> STEP: 17 | > loss_disc: 2.5336122512817383 (2.3955706848817715) | > loss_disc_real_0: 0.11438518762588501 (0.1410136376233662) | > loss_disc_real_1: 0.21808217465877533 (0.1989685577504775) | > loss_disc_real_2: 0.351793110370636 (0.25023776117493124) | > loss_disc_real_3: 0.31743064522743225 (0.2591620631077709) | > loss_disc_real_4: 0.38830652832984924 (0.2528276872985503) | > loss_disc_real_5: 0.34729066491127014 (0.3085077957195394) | > loss_0: 2.5336122512817383 (2.3955706848817715) | > loss_gen: 3.115142822265625 (2.6200143449446736) | > loss_kl: 1.601784348487854 (1.7049876521615421) | > loss_feat: 6.176801681518555 (6.56356271575479) | > loss_mel: 22.711183547973633 (22.90624775606043) | > loss_duration: 2.329089403152466 (2.2760147767908436) | > loss_1: 35.93400192260742 (36.07082636216108)  --> STEP: 18 | > loss_disc: 2.2139461040496826 (2.3854804303911) | > loss_disc_real_0: 0.11323484033346176 (0.13947037110726038) | > loss_disc_real_1: 0.22724604606628418 (0.20053952932357788) | > loss_disc_real_2: 0.22962793707847595 (0.24909277094735038) | > loss_disc_real_3: 0.32031896710395813 (0.2625596688853369) | > loss_disc_real_4: 0.2539166212081909 (0.2528881836268637) | > loss_disc_real_5: 0.2846201956272125 (0.30718070682552123) | > loss_0: 2.2139461040496826 (2.3854804303911) | > loss_gen: 2.879953145980835 (2.6344553894466824) | > loss_kl: 1.9190651178359985 (1.7168808446990118) | > loss_feat: 7.4430060386657715 (6.612420678138733) | > loss_mel: 23.084388732910156 (22.91614447699653) | > loss_duration: 2.2107784748077393 (2.2723905377917824) | > loss_1: 37.53718948364258 (36.15229098002116)  --> STEP: 19 | > loss_disc: 2.453521728515625 (2.389061551345022) | > loss_disc_real_0: 0.11196570098400116 (0.13802275689024673) | > loss_disc_real_1: 0.1866593211889267 (0.19980899205333308) | > loss_disc_real_2: 0.19721390306949615 (0.24636230421693703) | > loss_disc_real_3: 0.23550474643707275 (0.26113572559858617) | > loss_disc_real_4: 0.2798541486263275 (0.25430744494262497) | > loss_disc_real_5: 0.3277800381183624 (0.30826488215672343) | > loss_0: 2.453521728515625 (2.389061551345022) | > loss_gen: 2.2941761016845703 (2.6165459532486763) | > loss_kl: 1.3922535181045532 (1.6997951959308826) | > loss_feat: 4.879631042480469 (6.521221223630403) | > loss_mel: 20.923070907592773 (22.81124586808054) | > loss_duration: 2.343217611312866 (2.2761182785034184) | > loss_1: 31.83234977722168 (35.92492565355803)  --> STEP: 20 | > loss_disc: 1.9668070077896118 (2.3679488241672515) | > loss_disc_real_0: 0.10189318656921387 (0.1362162783741951) | > loss_disc_real_1: 0.22340027987957 (0.20098855644464492) | > loss_disc_real_2: 0.21259652078151703 (0.244674015045166) | > loss_disc_real_3: 0.201830193400383 (0.258170448988676) | > loss_disc_real_4: 0.1919620782136917 (0.2511901766061783) | > loss_disc_real_5: 0.16413646936416626 (0.3010584615170956) | > loss_0: 1.9668070077896118 (2.3679488241672515) | > loss_gen: 3.0335817337036133 (2.6373977422714234) | > loss_kl: 1.6052225828170776 (1.6950665652751922) | > loss_feat: 7.273189544677734 (6.55881963968277) | > loss_mel: 22.239442825317383 (22.782655715942383) | > loss_duration: 2.3474984169006348 (2.2796872854232793) | > loss_1: 36.49893569946289 (35.95362615585327)  --> STEP: 21 | > loss_disc: 2.3389768600463867 (2.3665692068281627) | > loss_disc_real_0: 0.15645559132099152 (0.1371800551811854) | > loss_disc_real_1: 0.1969628483057022 (0.20079685605707623) | > loss_disc_real_2: 0.3313564658164978 (0.2488017507961818) | > loss_disc_real_3: 0.23248957097530365 (0.2569475500356583) | > loss_disc_real_4: 0.206449955701828 (0.24905968989644736) | > loss_disc_real_5: 0.19630394876003265 (0.29607015138580683) | > loss_0: 2.3389768600463867 (2.3665692068281627) | > loss_gen: 2.448965549468994 (2.6284247807094028) | > loss_kl: 1.6026490926742554 (1.6906657332465762) | > loss_feat: 5.138612747192383 (6.491190740040371) | > loss_mel: 18.891815185546875 (22.59737759544736) | > loss_duration: 2.2136223316192627 (2.2765413352421353) | > loss_1: 30.295665740966797 (35.684199469430105)  --> STEP: 22 | > loss_disc: 2.3834388256073 (2.36733600768176) | > loss_disc_real_0: 0.11457371711730957 (0.13615249436010013) | > loss_disc_real_1: 0.11218004673719406 (0.19676881926980885) | > loss_disc_real_2: 0.24891263246536255 (0.24880679087205368) | > loss_disc_real_3: 0.23045387864112854 (0.25574329224499787) | > loss_disc_real_4: 0.19473372399806976 (0.24659032781015747) | > loss_disc_real_5: 0.3537712097167969 (0.2986929267644882) | > loss_0: 2.3834388256073 (2.36733600768176) | > loss_gen: 2.6274824142456055 (2.628381945870139) | > loss_kl: 1.7200433015823364 (1.6920010772618381) | > loss_feat: 8.087464332580566 (6.563748630610379) | > loss_mel: 22.030794143676758 (22.57162380218506) | > loss_duration: 2.1835155487060547 (2.272312890399586) | > loss_1: 36.64929962158203 (35.728067658164285)  --> STEP: 23 | > loss_disc: 2.424084424972534 (2.369803330172663) | > loss_disc_real_0: 0.1480499505996704 (0.13666977506616843) | > loss_disc_real_1: 0.1263451725244522 (0.19370692158522812) | > loss_disc_real_2: 0.3401833772659302 (0.252779685932657) | > loss_disc_real_3: 0.222801074385643 (0.25431102190328675) | > loss_disc_real_4: 0.24352557957172394 (0.2464570778867473) | > loss_disc_real_5: 0.2576636075973511 (0.2969090433224388) | > loss_0: 2.424084424972534 (2.369803330172663) | > loss_gen: 2.340879440307617 (2.615881836932638) | > loss_kl: 1.8964720964431763 (1.70089112157407) | > loss_feat: 6.1344404220581055 (6.545083056325498) | > loss_mel: 21.373483657836914 (22.519530752430793) | > loss_duration: 2.3582587242126465 (2.2760496657827627) | > loss_1: 34.10353469848633 (35.6574357903522)  --> STEP: 24 | > loss_disc: 2.412846088409424 (2.371596778432528) | > loss_disc_real_0: 0.17071613669395447 (0.1380883734673262) | > loss_disc_real_1: 0.258530855178833 (0.196407918818295) | > loss_disc_real_2: 0.19006754457950592 (0.25016668004294235) | > loss_disc_real_3: 0.2938038408756256 (0.2559565560271342) | > loss_disc_real_4: 0.2512907087802887 (0.2466584791739782) | > loss_disc_real_5: 0.2541341185569763 (0.2951267547905445) | > loss_0: 2.412846088409424 (2.371596778432528) | > loss_gen: 2.511488437652588 (2.611532111962636) | > loss_kl: 1.5491825342178345 (1.694569930434227) | > loss_feat: 6.503910541534424 (6.54336753487587) | > loss_mel: 21.999853134155273 (22.49787751833598) | > loss_duration: 2.39914870262146 (2.2811787923177085) | > loss_1: 34.96358108520508 (35.62852517763774)  --> STEP: 25 | > loss_disc: 2.5348446369171143 (2.378126692771912) | > loss_disc_real_0: 0.2932344675064087 (0.1442942172288895) | > loss_disc_real_1: 0.29475799202919006 (0.2003419217467308) | > loss_disc_real_2: 0.21448977291584015 (0.24873960375785828) | > loss_disc_real_3: 0.26963716745376587 (0.2565037804841995) | > loss_disc_real_4: 0.17308729887008667 (0.24371563196182255) | > loss_disc_real_5: 0.2398872673511505 (0.29291717529296873) | > loss_0: 2.5348446369171143 (2.378126692771912) | > loss_gen: 2.6074068546295166 (2.6113671016693116) | > loss_kl: 1.727662205696106 (1.6958936214447022) | > loss_feat: 7.0068359375 (6.561906270980835) | > loss_mel: 19.99151039123535 (22.397622833251955) | > loss_duration: 2.386150598526001 (2.28537766456604) | > loss_1: 33.719566345214844 (35.55216682434082)  --> STEP: 26 | > loss_disc: 2.5301554203033447 (2.383973951523121) | > loss_disc_real_0: 0.17304284870624542 (0.14539993382417243) | > loss_disc_real_1: 0.16199079155921936 (0.19886687827798036) | > loss_disc_real_2: 0.1995219737291336 (0.24684661798752272) | > loss_disc_real_3: 0.16531740128993988 (0.25299661205365104) | > loss_disc_real_4: 0.14873100817203522 (0.24006237720067689) | > loss_disc_real_5: 0.16500651836395264 (0.28799753464185274) | > loss_0: 2.5301554203033447 (2.383973951523121) | > loss_gen: 1.7083007097244263 (2.5766337789022007) | > loss_kl: 1.960489273071289 (1.706070377276494) | > loss_feat: 5.291943073272705 (6.513061532607446) | > loss_mel: 15.61048698425293 (22.13657914675199) | > loss_duration: 2.35386323928833 (2.288011725132282) | > loss_1: 26.92508316040039 (35.22035591418927) --> EVAL PERFORMANCE | > avg_loader_time: 0.002380701211782602 (+6.968241471510617e-05) | > avg_loss_disc: 2.383973951523121 (+0.06202884820791432) | > avg_loss_disc_real_0: 0.14539993382417243 (+0.0028248678606290767) | > avg_loss_disc_real_1: 0.19886687827798036 (-0.1059174013252441) | > avg_loss_disc_real_2: 0.24684661798752272 (+0.0240353001998021) | > avg_loss_disc_real_3: 0.25299661205365104 (-0.053543180800401324) | > avg_loss_disc_real_4: 0.24006237720067689 (-0.06422276451037481) | > avg_loss_disc_real_5: 0.28799753464185274 (+0.01943196642857331) | > avg_loss_0: 2.383973951523121 (+0.06202884820791432) | > avg_loss_gen: 2.5766337789022007 (-0.5619805822005639) | > avg_loss_kl: 1.706070377276494 (+0.11393033541165876) | > avg_loss_feat: 6.513061532607446 (-0.3030325174331665) | > avg_loss_mel: 22.13657914675199 (+0.16264431293194193) | > avg_loss_duration: 2.288011725132282 (-0.020404531405521897) | > avg_loss_1: 35.22035591418927 (-0.6088438767653201) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_91631.pth  > EPOCH: 11/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:27:12)   --> TIME: 2024-06-10 15:27:20 -- STEP: 19/330 -- GLOBAL_STEP: 91650 | > loss_disc: 2.16074538230896 (2.2391299699482166) | > loss_disc_real_0: 0.09627829492092133 (0.13289001897761696) | > loss_disc_real_1: 0.1630088835954666 (0.1983408245601152) | > loss_disc_real_2: 0.2404460310935974 (0.22269281039112493) | > loss_disc_real_3: 0.18500421941280365 (0.20839818527824) | > loss_disc_real_4: 0.15709879994392395 (0.20616412398062253) | > loss_disc_real_5: 0.17781808972358704 (0.22365546618637286) | > loss_0: 2.16074538230896 (2.2391299699482166) | > grad_norm_0: tensor(23.2875, device='cuda:0') (tensor(17.4750, device='cuda:0')) | > loss_gen: 2.682921886444092 (2.667473893416555) | > loss_kl: 1.5403698682785034 (1.51494058182365) | > loss_feat: 7.289742946624756 (6.5963161117152165) | > loss_mel: 22.746862411499023 (22.11765399732088) | > loss_duration: 2.1934592723846436 (2.305491673318963) | > loss_1: 36.45335388183594 (35.20187598780582) | > grad_norm_1: tensor(95.2434, device='cuda:0') (tensor(111.4060, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3514 (0.34507840558102254) | > loader_time: 0.0031 (0.0029462513170744244)  --> TIME: 2024-06-10 15:27:29 -- STEP: 44/330 -- GLOBAL_STEP: 91675 | > loss_disc: 2.2473604679107666 (2.213929967446761) | > loss_disc_real_0: 0.16392283141613007 (0.12781352702189575) | > loss_disc_real_1: 0.24487245082855225 (0.20636182481592352) | > loss_disc_real_2: 0.16902746260166168 (0.2155292589556087) | > loss_disc_real_3: 0.21157772839069366 (0.21101556752215733) | > loss_disc_real_4: 0.22428278625011444 (0.21135591105981308) | > loss_disc_real_5: 0.23758481442928314 (0.2117894102226604) | > loss_0: 2.2473604679107666 (2.213929967446761) | > grad_norm_0: tensor(12.2491, device='cuda:0') (tensor(19.5128, device='cuda:0')) | > loss_gen: 2.8094143867492676 (2.7094866958531463) | > loss_kl: 1.4598106145858765 (1.5059671320698478) | > loss_feat: 7.021651268005371 (6.8215285973115405) | > loss_mel: 21.168474197387695 (22.091293595053926) | > loss_duration: 2.1002678871154785 (2.217062050646001) | > loss_1: 34.55961990356445 (35.34533786773682) | > grad_norm_1: tensor(182.1713, device='cuda:0') (tensor(149.8404, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3433 (0.3481634909456426) | > loader_time: 0.0037 (0.00313700871034102)  --> TIME: 2024-06-10 15:27:38 -- STEP: 69/330 -- GLOBAL_STEP: 91700 | > loss_disc: 2.1889262199401855 (2.179087200026583) | > loss_disc_real_0: 0.13942615687847137 (0.1273092040117236) | > loss_disc_real_1: 0.21894948184490204 (0.20683427608531454) | > loss_disc_real_2: 0.2077263742685318 (0.21359058113201804) | > loss_disc_real_3: 0.2203359305858612 (0.20964689768742825) | > loss_disc_real_4: 0.2125781923532486 (0.20577025823835013) | > loss_disc_real_5: 0.22163203358650208 (0.20936772097711978) | > loss_0: 2.1889262199401855 (2.179087200026583) | > grad_norm_0: tensor(8.3331, device='cuda:0') (tensor(19.0029, device='cuda:0')) | > loss_gen: 2.8028790950775146 (2.7440963724385137) | > loss_kl: 1.307140827178955 (1.4777120351791382) | > loss_feat: 7.275951385498047 (6.995206273120383) | > loss_mel: 22.39086151123047 (22.087686759838153) | > loss_duration: 2.087712049484253 (2.1850310719531505) | > loss_1: 35.86454391479492 (35.4897324382395) | > grad_norm_1: tensor(153.0516, device='cuda:0') (tensor(171.0538, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3585 (0.35498677129330836) | > loader_time: 0.004 (0.003294215686079385)  --> TIME: 2024-06-10 15:27:47 -- STEP: 94/330 -- GLOBAL_STEP: 91725 | > loss_disc: 2.016141653060913 (2.1626432969215084) | > loss_disc_real_0: 0.13416847586631775 (0.12495615761330785) | > loss_disc_real_1: 0.18784791231155396 (0.20449744497841976) | > loss_disc_real_2: 0.1524348258972168 (0.21526025108834532) | > loss_disc_real_3: 0.17822398245334625 (0.20769880030383456) | > loss_disc_real_4: 0.16860435903072357 (0.20237694062451098) | > loss_disc_real_5: 0.1662525087594986 (0.20592602849640745) | > loss_0: 2.016141653060913 (2.1626432969215084) | > grad_norm_0: tensor(7.9055, device='cuda:0') (tensor(17.6613, device='cuda:0')) | > loss_gen: 2.863879680633545 (2.75867605970261) | > loss_kl: 1.6059623956680298 (1.463273028109936) | > loss_feat: 7.495113849639893 (7.07934458712314) | > loss_mel: 22.690616607666016 (22.131496652643722) | > loss_duration: 2.1431658267974854 (2.1708393426651633) | > loss_1: 36.798736572265625 (35.60362949777157) | > grad_norm_1: tensor(187.1045, device='cuda:0') (tensor(172.4235, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3569 (0.35438333420043283) | > loader_time: 0.0035 (0.00334241288773557)  --> TIME: 2024-06-10 15:27:56 -- STEP: 119/330 -- GLOBAL_STEP: 91750 | > loss_disc: 2.1611642837524414 (2.166170071153082) | > loss_disc_real_0: 0.1390514373779297 (0.12456791303237946) | > loss_disc_real_1: 0.21582873165607452 (0.2053801721634985) | > loss_disc_real_2: 0.21666598320007324 (0.21500728961800328) | > loss_disc_real_3: 0.20418381690979004 (0.20979549366385997) | > loss_disc_real_4: 0.20852448046207428 (0.2029734404147172) | > loss_disc_real_5: 0.17115488648414612 (0.20647260696948075) | > loss_0: 2.1611642837524414 (2.166170071153082) | > grad_norm_0: tensor(13.7580, device='cuda:0') (tensor(16.2981, device='cuda:0')) | > loss_gen: 2.6534268856048584 (2.751917650719651) | > loss_kl: 1.39565908908844 (1.4544031630043222) | > loss_feat: 7.378195762634277 (7.0959764368393845) | > loss_mel: 21.744915008544922 (22.077932437928776) | > loss_duration: 2.099581241607666 (2.1639637846906625) | > loss_1: 35.27177810668945 (35.544193363991106) | > grad_norm_1: tensor(180.8059, device='cuda:0') (tensor(165.0130, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.35 (0.3535409133975244) | > loader_time: 0.0037 (0.003433209507405257)  --> TIME: 2024-06-10 15:28:05 -- STEP: 144/330 -- GLOBAL_STEP: 91775 | > loss_disc: 2.129349708557129 (2.1671871484981655) | > loss_disc_real_0: 0.13123618066310883 (0.12406708031064934) | > loss_disc_real_1: 0.12564018368721008 (0.20604921391026843) | > loss_disc_real_2: 0.19639435410499573 (0.2146532198207246) | > loss_disc_real_3: 0.2138468474149704 (0.20988643707500562) | > loss_disc_real_4: 0.18921473622322083 (0.20186507846746177) | > loss_disc_real_5: 0.21064753830432892 (0.20568494602209986) | > loss_0: 2.129349708557129 (2.1671871484981655) | > grad_norm_0: tensor(15.3003, device='cuda:0') (tensor(15.2332, device='cuda:0')) | > loss_gen: 2.7013649940490723 (2.746360012226636) | > loss_kl: 1.4254449605941772 (1.449680883023474) | > loss_feat: 7.64536190032959 (7.092447618643443) | > loss_mel: 21.90471076965332 (22.02592938476138) | > loss_duration: 2.11316180229187 (2.163956830898919) | > loss_1: 35.79004669189453 (35.478374693128806) | > grad_norm_1: tensor(100.3510, device='cuda:0') (tensor(153.5629, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3823 (0.3545366790559556) | > loader_time: 0.0038 (0.0035303102599249948)  --> TIME: 2024-06-10 15:28:15 -- STEP: 169/330 -- GLOBAL_STEP: 91800 | > loss_disc: 2.1612038612365723 (2.171383414042773) | > loss_disc_real_0: 0.10089881718158722 (0.12370556077131858) | > loss_disc_real_1: 0.18622013926506042 (0.206732819507108) | > loss_disc_real_2: 0.18391180038452148 (0.21387116522831323) | > loss_disc_real_3: 0.1927555352449417 (0.20996277536866229) | > loss_disc_real_4: 0.17337574064731598 (0.20138050994929477) | > loss_disc_real_5: 0.167997807264328 (0.20569123962574454) | > loss_0: 2.1612038612365723 (2.171383414042773) | > grad_norm_0: tensor(24.9520, device='cuda:0') (tensor(14.3886, device='cuda:0')) | > loss_gen: 2.58817720413208 (2.736846470973902) | > loss_kl: 1.4364441633224487 (1.4424935487600472) | > loss_feat: 7.444128513336182 (7.091867105495295) | > loss_mel: 21.562578201293945 (22.015620101838415) | > loss_duration: 2.195016384124756 (2.1652391464752543) | > loss_1: 35.226341247558594 (35.45206627478966) | > grad_norm_1: tensor(210.8535, device='cuda:0') (tensor(147.0421, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3954 (0.35705392036212247) | > loader_time: 0.0045 (0.003598914343929855)  --> TIME: 2024-06-10 15:28:24 -- STEP: 194/330 -- GLOBAL_STEP: 91825 | > loss_disc: 2.263982057571411 (2.175135407865663) | > loss_disc_real_0: 0.09594891965389252 (0.1239096083745514) | > loss_disc_real_1: 0.17070502042770386 (0.2071131571512862) | > loss_disc_real_2: 0.17665939033031464 (0.2134923964124365) | > loss_disc_real_3: 0.2559429407119751 (0.2098941216149281) | > loss_disc_real_4: 0.25782540440559387 (0.20172727960593922) | > loss_disc_real_5: 0.23631209135055542 (0.20555955955048194) | > loss_0: 2.263982057571411 (2.175135407865663) | > grad_norm_0: tensor(15.5184, device='cuda:0') (tensor(15.2353, device='cuda:0')) | > loss_gen: 2.6168580055236816 (2.7320745200226) | > loss_kl: 1.4569518566131592 (1.4385358697360318) | > loss_feat: 6.736633777618408 (7.086370883528719) | > loss_mel: 21.957189559936523 (21.989379676346918) | > loss_duration: 2.169072389602661 (2.169413817297551) | > loss_1: 34.93670654296875 (35.41577463051706) | > grad_norm_1: tensor(268.0084, device='cuda:0') (tensor(160.7684, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3892 (0.3603828211420589) | > loader_time: 0.0046 (0.003743934877140006)  --> TIME: 2024-06-10 15:28:34 -- STEP: 219/330 -- GLOBAL_STEP: 91850 | > loss_disc: 2.063781499862671 (2.176323370846439) | > loss_disc_real_0: 0.11784292757511139 (0.12375272208288925) | > loss_disc_real_1: 0.13552455604076385 (0.20660842193043946) | > loss_disc_real_2: 0.19357913732528687 (0.21344612137367736) | > loss_disc_real_3: 0.2114526778459549 (0.21050202907764748) | > loss_disc_real_4: 0.22352147102355957 (0.20207848137916495) | > loss_disc_real_5: 0.21822288632392883 (0.20504554432548885) | > loss_0: 2.063781499862671 (2.176323370846439) | > grad_norm_0: tensor(11.7823, device='cuda:0') (tensor(14.9731, device='cuda:0')) | > loss_gen: 2.9811577796936035 (2.727844837049372) | > loss_kl: 1.6054785251617432 (1.4370658054743723) | > loss_feat: 9.078654289245605 (7.108083964482835) | > loss_mel: 22.556640625 (21.954139631088456) | > loss_duration: 2.22157621383667 (2.1741331940916555) | > loss_1: 38.44350814819336 (35.401267343460134) | > grad_norm_1: tensor(298.9749, device='cuda:0') (tensor(163.9013, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.3951 (0.3639089832567188) | > loader_time: 0.0056 (0.0038681454854468775)  --> TIME: 2024-06-10 15:28:45 -- STEP: 244/330 -- GLOBAL_STEP: 91875 | > loss_disc: 2.356370687484741 (2.178261953787725) | > loss_disc_real_0: 0.18973159790039062 (0.12468460525889866) | > loss_disc_real_1: 0.2947787940502167 (0.20696879385924735) | > loss_disc_real_2: 0.26904839277267456 (0.2135677564217419) | > loss_disc_real_3: 0.22897519171237946 (0.211022431488897) | > loss_disc_real_4: 0.21066735684871674 (0.2021955420247844) | > loss_disc_real_5: 0.20118720829486847 (0.20483707306814972) | > loss_0: 2.356370687484741 (2.178261953787725) | > grad_norm_0: tensor(22.6069, device='cuda:0') (tensor(15.5839, device='cuda:0')) | > loss_gen: 2.553227663040161 (2.7266435388658876) | > loss_kl: 1.3719193935394287 (1.435529512460114) | > loss_feat: 6.224225044250488 (7.114028901350303) | > loss_mel: 21.216941833496094 (21.909007588370894) | > loss_duration: 2.177577018737793 (2.180700713493782) | > loss_1: 33.54389190673828 (35.36591017050818) | > grad_norm_1: tensor(94.0747, device='cuda:0') (tensor(165.1657, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.4137 (0.3680815804200093) | > loader_time: 0.0054 (0.00402472839980829)  --> TIME: 2024-06-10 15:28:55 -- STEP: 269/330 -- GLOBAL_STEP: 91900 | > loss_disc: 2.2370874881744385 (2.175267869211927) | > loss_disc_real_0: 0.12028565257787704 (0.12360415158994136) | > loss_disc_real_1: 0.24878786504268646 (0.20710221924524774) | > loss_disc_real_2: 0.24496932327747345 (0.21308606342312128) | > loss_disc_real_3: 0.2747375965118408 (0.21132084023775222) | > loss_disc_real_4: 0.2903003394603729 (0.20208549937129464) | > loss_disc_real_5: 0.248453751206398 (0.20441812714457952) | > loss_0: 2.2370874881744385 (2.175267869211927) | > grad_norm_0: tensor(18.7961, device='cuda:0') (tensor(15.6683, device='cuda:0')) | > loss_gen: 2.973889112472534 (2.73688638963664) | > loss_kl: 1.3187929391860962 (1.4347296647422814) | > loss_feat: 7.157003402709961 (7.1695170313895416) | > loss_mel: 21.47664451599121 (21.888345073146883) | > loss_duration: 2.258579730987549 (2.18707450083197) | > loss_1: 35.18490982055664 (35.41655257554743) | > grad_norm_1: tensor(233.2415, device='cuda:0') (tensor(166.8089, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.4164 (0.3721833202475508) | > loader_time: 0.0056 (0.004154436650329363)  --> TIME: 2024-06-10 15:29:06 -- STEP: 294/330 -- GLOBAL_STEP: 91925 | > loss_disc: 2.211002826690674 (2.174478363017646) | > loss_disc_real_0: 0.10220234841108322 (0.12346275333239108) | > loss_disc_real_1: 0.12940368056297302 (0.2064368011189157) | > loss_disc_real_2: 0.2202509045600891 (0.2129463858040823) | > loss_disc_real_3: 0.2863254249095917 (0.21192424039856916) | > loss_disc_real_4: 0.16793504357337952 (0.2014631969588144) | > loss_disc_real_5: 0.22065602242946625 (0.20510437243244264) | > loss_0: 2.211002826690674 (2.174478363017646) | > grad_norm_0: tensor(23.0158, device='cuda:0') (tensor(16.3007, device='cuda:0')) | > loss_gen: 3.1759986877441406 (2.745786097584938) | > loss_kl: 1.479681134223938 (1.4376158694020742) | > loss_feat: 8.565146446228027 (7.221557145216027) | > loss_mel: 21.280101776123047 (21.868119680962597) | > loss_duration: 2.3009228706359863 (2.1947131667818307) | > loss_1: 36.801849365234375 (35.467791901153745) | > grad_norm_1: tensor(68.4722, device='cuda:0') (tensor(169.6398, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.4447 (0.3774587824231102) | > loader_time: 0.0074 (0.004328222501845587)  --> TIME: 2024-06-10 15:29:19 -- STEP: 319/330 -- GLOBAL_STEP: 91950 | > loss_disc: 1.9875277280807495 (2.1671218890755144) | > loss_disc_real_0: 0.11685559153556824 (0.12047418067961652) | > loss_disc_real_1: 0.1656717211008072 (0.2064866877648525) | > loss_disc_real_2: 0.18594768643379211 (0.21279748157834558) | > loss_disc_real_3: 0.20427167415618896 (0.21245903435358807) | > loss_disc_real_4: 0.1630338877439499 (0.2005964626199027) | > loss_disc_real_5: 0.19136552512645721 (0.20536990286227677) | > loss_0: 1.9875277280807495 (2.1671218890755144) | > grad_norm_0: tensor(17.8614, device='cuda:0') (tensor(16.5274, device='cuda:0')) | > loss_gen: 3.2312192916870117 (2.7648694888925096) | > loss_kl: 1.4323146343231201 (1.4370753189613072) | > loss_feat: 9.45114803314209 (7.302652012218129) | > loss_mel: 20.886808395385742 (21.824423159177773) | > loss_duration: 2.364614248275757 (2.2070280698399536) | > loss_1: 37.36610412597656 (35.53604798032944) | > grad_norm_1: tensor(332.8011, device='cuda:0') (tensor(173.9901, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.5393 (0.38681397916381266) | > loader_time: 0.008 (0.0045385779258225786)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.8995375633239746 (1.8995375633239746) | > loss_disc_real_0: 0.08798472583293915 (0.08798472583293915) | > loss_disc_real_1: 0.17395590245723724 (0.17395590245723724) | > loss_disc_real_2: 0.20860522985458374 (0.20860522985458374) | > loss_disc_real_3: 0.23905880749225616 (0.23905880749225616) | > loss_disc_real_4: 0.3048633635044098 (0.3048633635044098) | > loss_disc_real_5: 0.24977007508277893 (0.24977007508277893) | > loss_0: 1.8995375633239746 (1.8995375633239746) | > loss_gen: 3.688682794570923 (3.688682794570923) | > loss_kl: 2.0120980739593506 (2.0120980739593506) | > loss_feat: 8.068212509155273 (8.068212509155273) | > loss_mel: 20.480968475341797 (20.480968475341797) | > loss_duration: 2.8096365928649902 (2.8096365928649902) | > loss_1: 37.05959701538086 (37.05959701538086)  --> STEP: 1 | > loss_disc: 2.473222494125366 (2.473222494125366) | > loss_disc_real_0: 0.1632554829120636 (0.1632554829120636) | > loss_disc_real_1: 0.2101404070854187 (0.2101404070854187) | > loss_disc_real_2: 0.2289949208498001 (0.2289949208498001) | > loss_disc_real_3: 0.32340291142463684 (0.32340291142463684) | > loss_disc_real_4: 0.390451580286026 (0.390451580286026) | > loss_disc_real_5: 0.4005982577800751 (0.4005982577800751) | > loss_0: 2.473222494125366 (2.473222494125366) | > loss_gen: 2.979581832885742 (2.979581832885742) | > loss_kl: 1.6205145120620728 (1.6205145120620728) | > loss_feat: 5.176534175872803 (5.176534175872803) | > loss_mel: 21.771087646484375 (21.771087646484375) | > loss_duration: 2.3401362895965576 (2.3401362895965576) | > loss_1: 33.887855529785156 (33.887855529785156)  --> STEP: 2 | > loss_disc: 2.345553159713745 (2.4093878269195557) | > loss_disc_real_0: 0.18947894871234894 (0.17636721581220627) | > loss_disc_real_1: 0.23717905580997467 (0.22365973144769669) | > loss_disc_real_2: 0.30723878741264343 (0.26811685413122177) | > loss_disc_real_3: 0.329795241355896 (0.3265990763902664) | > loss_disc_real_4: 0.3859978914260864 (0.3882247358560562) | > loss_disc_real_5: 0.3420533537864685 (0.3713258057832718) | > loss_0: 2.345553159713745 (2.4093878269195557) | > loss_gen: 3.576237440109253 (3.2779096364974976) | > loss_kl: 1.6534829139709473 (1.63699871301651) | > loss_feat: 5.765620231628418 (5.47107720375061) | > loss_mel: 22.395580291748047 (22.08333396911621) | > loss_duration: 2.371762990951538 (2.355949640274048) | > loss_1: 35.7626838684082 (34.82526969909668)  --> STEP: 3 | > loss_disc: 2.4443182945251465 (2.4210313161214194) | > loss_disc_real_0: 0.11194104701280594 (0.15489182621240616) | > loss_disc_real_1: 0.32347357273101807 (0.25693101187547046) | > loss_disc_real_2: 0.2774814963340759 (0.27123840153217316) | > loss_disc_real_3: 0.36174026131629944 (0.3383128046989441) | > loss_disc_real_4: 0.3879393935203552 (0.3881296217441559) | > loss_disc_real_5: 0.44099828600883484 (0.3945499658584595) | > loss_0: 2.4443182945251465 (2.4210313161214194) | > loss_gen: 3.5967612266540527 (3.384193499883016) | > loss_kl: 1.6602877378463745 (1.6447617212931316) | > loss_feat: 7.075407981872559 (6.00585412979126) | > loss_mel: 22.434782028198242 (22.200483322143555) | > loss_duration: 2.172430992126465 (2.294776757558187) | > loss_1: 36.93967056274414 (35.530069986979164)  --> STEP: 4 | > loss_disc: 1.583317756652832 (2.2116029262542725) | > loss_disc_real_0: 0.0857429951429367 (0.1376046184450388) | > loss_disc_real_1: 0.12436355650424957 (0.22378914803266525) | > loss_disc_real_2: 0.1405162513256073 (0.2385578639805317) | > loss_disc_real_3: 0.2119550257921219 (0.30672335997223854) | > loss_disc_real_4: 0.3297397196292877 (0.37353214621543884) | > loss_disc_real_5: 0.26784107089042664 (0.36287274211645126) | > loss_0: 1.583317756652832 (2.2116029262542725) | > loss_gen: 4.070411682128906 (3.5557480454444885) | > loss_kl: 1.7847398519515991 (1.6797562539577484) | > loss_feat: 10.311786651611328 (7.082337260246277) | > loss_mel: 22.821443557739258 (22.35572338104248) | > loss_duration: 2.317202568054199 (2.30038321018219) | > loss_1: 41.30558395385742 (36.97394847869873)  --> STEP: 5 | > loss_disc: 1.9203531742095947 (2.153352975845337) | > loss_disc_real_0: 0.10280023515224457 (0.13064374178647994) | > loss_disc_real_1: 0.24010011553764343 (0.22705134153366088) | > loss_disc_real_2: 0.22641411423683167 (0.23612911403179168) | > loss_disc_real_3: 0.24759550392627716 (0.2948977887630463) | > loss_disc_real_4: 0.2692297697067261 (0.3526716709136963) | > loss_disc_real_5: 0.21040736138820648 (0.3323796659708023) | > loss_0: 1.9203531742095947 (2.153352975845337) | > loss_gen: 3.330143451690674 (3.5106271266937257) | > loss_kl: 1.9638726711273193 (1.7365795373916626) | > loss_feat: 7.01328706741333 (7.0685272216796875) | > loss_mel: 22.149696350097656 (22.314517974853516) | > loss_duration: 2.36788010597229 (2.31388258934021) | > loss_1: 36.82488250732422 (36.94413528442383)  --> STEP: 6 | > loss_disc: 1.9219012260437012 (2.114777684211731) | > loss_disc_real_0: 0.06039862334728241 (0.1189362220466137) | > loss_disc_real_1: 0.22301064431667328 (0.22637789199749628) | > loss_disc_real_2: 0.19167882204055786 (0.22872073203325272) | > loss_disc_real_3: 0.2094087153673172 (0.2806496098637581) | > loss_disc_real_4: 0.2568616569042206 (0.3367033352454503) | > loss_disc_real_5: 0.19921982288360596 (0.31018635878960293) | > loss_0: 1.9219012260437012 (2.114777684211731) | > loss_gen: 3.0452027320861816 (3.433056394259135) | > loss_kl: 1.607244849205017 (1.7150237560272217) | > loss_feat: 6.749350070953369 (7.015331029891968) | > loss_mel: 23.807945251464844 (22.563422520955402) | > loss_duration: 2.135709285736084 (2.2841870387395224) | > loss_1: 37.34545135498047 (37.011021296183266)  --> STEP: 7 | > loss_disc: 2.393242359161377 (2.1545583520616804) | > loss_disc_real_0: 0.10233738273382187 (0.11656495928764343) | > loss_disc_real_1: 0.28384068608283997 (0.2345868625811168) | > loss_disc_real_2: 0.26382726430892944 (0.23373595092977797) | > loss_disc_real_3: 0.29948529601097107 (0.2833404221705028) | > loss_disc_real_4: 0.3225315511226654 (0.33467879465648104) | > loss_disc_real_5: 0.25584641098976135 (0.30242350910391125) | > loss_0: 2.393242359161377 (2.1545583520616804) | > loss_gen: 2.786675214767456 (3.340716225760324) | > loss_kl: 1.6810580492019653 (1.7101715121950423) | > loss_feat: 4.157121658325195 (6.607015405382429) | > loss_mel: 18.363754272460938 (21.963469914027623) | > loss_duration: 2.3687965869903564 (2.29627411706107) | > loss_1: 29.357406616210938 (35.91764777047293)  --> STEP: 8 | > loss_disc: 1.857848048210144 (2.1174695640802383) | > loss_disc_real_0: 0.10599268972873688 (0.11524342559278011) | > loss_disc_real_1: 0.18920445442199707 (0.22891406156122684) | > loss_disc_real_2: 0.213335320353508 (0.23118587210774422) | > loss_disc_real_3: 0.22130520641803741 (0.2755860202014446) | > loss_disc_real_4: 0.30288511514663696 (0.33070458471775055) | > loss_disc_real_5: 0.18327802419662476 (0.28753032349050045) | > loss_0: 1.857848048210144 (2.1174695640802383) | > loss_gen: 3.3730967044830322 (3.3447637856006622) | > loss_kl: 2.0187864303588867 (1.7487483769655228) | > loss_feat: 8.762686729431152 (6.876474320888519) | > loss_mel: 23.605281829833984 (22.168696403503418) | > loss_duration: 2.2208192348480225 (2.286842256784439) | > loss_1: 39.98067092895508 (36.4255256652832)  --> STEP: 9 | > loss_disc: 2.6386830806732178 (2.1753821770350137) | > loss_disc_real_0: 0.06540936231613159 (0.10970630745093028) | > loss_disc_real_1: 0.17273040115833282 (0.22267143262757194) | > loss_disc_real_2: 0.2617129683494568 (0.23457777169015673) | > loss_disc_real_3: 0.34304556250572205 (0.2830815249019199) | > loss_disc_real_4: 0.3516944646835327 (0.33303679360283744) | > loss_disc_real_5: 0.31340858340263367 (0.2904056857029597) | > loss_0: 2.6386830806732178 (2.1753821770350137) | > loss_gen: 2.207127094268799 (3.2183597087860107) | > loss_kl: 1.7294842004776 (1.7466079129113092) | > loss_feat: 5.488877296447754 (6.7222968737284345) | > loss_mel: 21.57032012939453 (22.102210150824654) | > loss_duration: 2.138622283935547 (2.27037337091234) | > loss_1: 33.134429931640625 (36.059848361545136)  --> STEP: 10 | > loss_disc: 2.285580635070801 (2.1864020228385925) | > loss_disc_real_0: 0.18475140631198883 (0.11721081733703613) | > loss_disc_real_1: 0.2337597906589508 (0.22378026843070983) | > loss_disc_real_2: 0.14418260753154755 (0.2255382552742958) | > loss_disc_real_3: 0.3035564720630646 (0.2851290196180344) | > loss_disc_real_4: 0.3665553033351898 (0.3363886445760727) | > loss_disc_real_5: 0.43103888630867004 (0.30446900576353075) | > loss_0: 2.285580635070801 (2.1864020228385925) | > loss_gen: 3.3412301540374756 (3.230646753311157) | > loss_kl: 1.4641050100326538 (1.7183576226234436) | > loss_feat: 6.0159125328063965 (6.651658439636231) | > loss_mel: 22.71517562866211 (22.163506698608398) | > loss_duration: 2.2472944259643555 (2.2680654764175414) | > loss_1: 35.78371810913086 (36.032235336303714)  --> STEP: 11 | > loss_disc: 2.1313138008117676 (2.181394002654336) | > loss_disc_real_0: 0.09984880685806274 (0.11563245274803856) | > loss_disc_real_1: 0.16733418405056 (0.21864880621433258) | > loss_disc_real_2: 0.17711792886257172 (0.22113640741868454) | > loss_disc_real_3: 0.2925569415092468 (0.28580428524450824) | > loss_disc_real_4: 0.45264142751693726 (0.34695707938887854) | > loss_disc_real_5: 0.3141973912715912 (0.30535340444608167) | > loss_0: 2.1313138008117676 (2.181394002654336) | > loss_gen: 3.270653486251831 (3.2342837290330366) | > loss_kl: 1.752299427986145 (1.72144324129278) | > loss_feat: 6.5305070877075195 (6.640644680369984) | > loss_mel: 21.62493133544922 (22.114545301957563) | > loss_duration: 2.443330764770508 (2.2839986844496294) | > loss_1: 35.62171936035156 (35.99491570212624)  --> STEP: 12 | > loss_disc: 1.6334500312805176 (2.135732005039851) | > loss_disc_real_0: 0.07740195840597153 (0.11244657821953297) | > loss_disc_real_1: 0.21953579783439636 (0.21872272218267122) | > loss_disc_real_2: 0.12099060416221619 (0.21279092381397882) | > loss_disc_real_3: 0.2604694962501526 (0.2836930528283119) | > loss_disc_real_4: 0.2441050261259079 (0.33838607495029766) | > loss_disc_real_5: 0.22246411442756653 (0.2984459636112054) | > loss_0: 1.6334500312805176 (2.135732005039851) | > loss_gen: 3.5505659580230713 (3.260640581448873) | > loss_kl: 1.5479483604431152 (1.706985334555308) | > loss_feat: 8.298184394836426 (6.7787729899088545) | > loss_mel: 24.58292579650879 (22.320243676503498) | > loss_duration: 2.205197811126709 (2.2774319450060525) | > loss_1: 40.18482208251953 (36.34407456715902)  --> STEP: 13 | > loss_disc: 2.0477540493011475 (2.128964469983028) | > loss_disc_real_0: 0.1790858507156372 (0.11757267610384868) | > loss_disc_real_1: 0.26023414731025696 (0.22191590873094705) | > loss_disc_real_2: 0.31889083981513977 (0.22095245581406814) | > loss_disc_real_3: 0.21173517405986786 (0.27815783138458544) | > loss_disc_real_4: 0.21697427332401276 (0.3290467055944296) | > loss_disc_real_5: 0.2760726809501648 (0.29672494186804843) | > loss_0: 2.0477540493011475 (2.128964469983028) | > loss_gen: 3.4013359546661377 (3.2714633024655857) | > loss_kl: 1.592847228050232 (1.6982054802087636) | > loss_feat: 7.230825901031494 (6.8135462907644415) | > loss_mel: 21.42124366760254 (22.251089829664963) | > loss_duration: 2.1290268898010254 (2.266016171528743) | > loss_1: 35.7752799987793 (36.30032113882211)  --> STEP: 14 | > loss_disc: 1.7702934741973877 (2.1033451131411964) | > loss_disc_real_0: 0.10122382640838623 (0.11640490112560135) | > loss_disc_real_1: 0.16060277819633484 (0.2175363994070462) | > loss_disc_real_2: 0.15661746263504028 (0.2163570991584233) | > loss_disc_real_3: 0.22218209505081177 (0.2741595645036016) | > loss_disc_real_4: 0.24562403559684753 (0.3230879434517452) | > loss_disc_real_5: 0.1961001306772232 (0.28953745535441805) | > loss_0: 1.7702934741973877 (2.1033451131411964) | > loss_gen: 3.319455623626709 (3.2748913254056657) | > loss_kl: 2.0231356620788574 (1.7214147789137704) | > loss_feat: 7.788075923919678 (6.88315555027553) | > loss_mel: 23.18287467956543 (22.31764589037214) | > loss_duration: 2.3751943111419678 (2.2738146100725447) | > loss_1: 38.68873596191406 (36.4709221976144)  --> STEP: 15 | > loss_disc: 2.683969020843506 (2.1420533736546834) | > loss_disc_real_0: 0.20711496472358704 (0.12245223869880041) | > loss_disc_real_1: 0.22190210223197937 (0.21782744626204173) | > loss_disc_real_2: 0.21292245388031006 (0.21612812280654908) | > loss_disc_real_3: 0.32060134410858154 (0.2772556831439336) | > loss_disc_real_4: 0.3988989591598511 (0.3281420111656189) | > loss_disc_real_5: 0.4314842224121094 (0.29900057315826417) | > loss_0: 2.683969020843506 (2.1420533736546834) | > loss_gen: 2.6778628826141357 (3.2350894292195638) | > loss_kl: 1.439608097076416 (1.70262766679128) | > loss_feat: 5.0898332595825195 (6.7636007308959964) | > loss_mel: 17.004547119140625 (21.96343930562337) | > loss_duration: 2.2497663497924805 (2.2722113927205405) | > loss_1: 28.46161651611328 (35.93696848551432)  --> STEP: 16 | > loss_disc: 2.4094045162200928 (2.1587628200650215) | > loss_disc_real_0: 0.09216497093439102 (0.12055928446352482) | > loss_disc_real_1: 0.16298511624336243 (0.21439980063587427) | > loss_disc_real_2: 0.23459477722644806 (0.21728228870779276) | > loss_disc_real_3: 0.27800169587135315 (0.27730230893939734) | > loss_disc_real_4: 0.29309576749801636 (0.32595162093639374) | > loss_disc_real_5: 0.255203515291214 (0.2962632570415735) | > loss_0: 2.4094045162200928 (2.1587628200650215) | > loss_gen: 2.515599489212036 (3.1901213079690933) | > loss_kl: 1.886832356452942 (1.714140459895134) | > loss_feat: 6.155878067016602 (6.725618064403534) | > loss_mel: 17.850522994995117 (21.706382036209106) | > loss_duration: 2.3728771209716797 (2.2785030007362366) | > loss_1: 30.78171157836914 (35.61476492881775)  --> STEP: 17 | > loss_disc: 2.626209259033203 (2.186259669416091) | > loss_disc_real_0: 0.12932252883911133 (0.12107476942679461) | > loss_disc_real_1: 0.2883746027946472 (0.21875125958639033) | > loss_disc_real_2: 0.21192093193531036 (0.2169669147799997) | > loss_disc_real_3: 0.4457620084285736 (0.28721170302699595) | > loss_disc_real_4: 0.48566311597824097 (0.33534641476238475) | > loss_disc_real_5: 0.4763971269130707 (0.3068593670340145) | > loss_0: 2.626209259033203 (2.186259669416091) | > loss_gen: 3.4363789558410645 (3.2046070519615624) | > loss_kl: 1.59897780418396 (1.7073661860297709) | > loss_feat: 5.758777141571045 (6.668745068942799) | > loss_mel: 20.142616271972656 (21.614395814783432) | > loss_duration: 2.352386951446533 (2.2828491154839012) | > loss_1: 33.28913497924805 (35.47796316707836)  --> STEP: 18 | > loss_disc: 2.206721067428589 (2.1873964137501187) | > loss_disc_real_0: 0.11255978047847748 (0.12060171448522145) | > loss_disc_real_1: 0.11322563141584396 (0.21288872468802664) | > loss_disc_real_2: 0.22445762157440186 (0.21738306515746647) | > loss_disc_real_3: 0.4556523561477661 (0.29656951708926094) | > loss_disc_real_4: 0.5171745419502258 (0.34544797738393146) | > loss_disc_real_5: 0.34603798389434814 (0.3090359568595886) | > loss_0: 2.206721067428589 (2.1873964137501187) | > loss_gen: 3.8191657066345215 (3.2387491994433932) | > loss_kl: 1.818639874458313 (1.7135480576091342) | > loss_feat: 9.771141052246094 (6.8411004013485375) | > loss_mel: 22.650217056274414 (21.67194143931071) | > loss_duration: 2.211773157119751 (2.2789004511303372) | > loss_1: 40.27093505859375 (35.74423938327365)  --> STEP: 19 | > loss_disc: 2.0369486808776855 (2.1794781120199906) | > loss_disc_real_0: 0.15254515409469604 (0.122282948148878) | > loss_disc_real_1: 0.2696743309497833 (0.21587744080706647) | > loss_disc_real_2: 0.21432778239250183 (0.21722226080141568) | > loss_disc_real_3: 0.2304316610097885 (0.2930885772956045) | > loss_disc_real_4: 0.34984728693962097 (0.34567951999212565) | > loss_disc_real_5: 0.2437356859445572 (0.3055991004956396) | > loss_0: 2.0369486808776855 (2.1794781120199906) | > loss_gen: 3.4623892307281494 (3.2505197274057487) | > loss_kl: 1.6303153038024902 (1.709167386356153) | > loss_feat: 7.5980072021484375 (6.880937601390638) | > loss_mel: 21.3840274810791 (21.656788073087995) | > loss_duration: 2.3286120891571045 (2.281516853131746) | > loss_1: 36.40335464477539 (35.7789296601948)  --> STEP: 20 | > loss_disc: 2.030095338821411 (2.172008973360062) | > loss_disc_real_0: 0.1643562614917755 (0.12438661381602287) | > loss_disc_real_1: 0.17247925698757172 (0.21370753161609174) | > loss_disc_real_2: 0.17799052596092224 (0.21526067405939103) | > loss_disc_real_3: 0.2965121567249298 (0.2932597562670708) | > loss_disc_real_4: 0.36264699697494507 (0.34652789384126664) | > loss_disc_real_5: 0.29695308208465576 (0.3051667995750904) | > loss_0: 2.030095338821411 (2.172008973360062) | > loss_gen: 3.766263008117676 (3.276306891441345) | > loss_kl: 1.3193341493606567 (1.6896757245063783) | > loss_feat: 7.5549540519714355 (6.914638423919678) | > loss_mel: 21.9997501373291 (21.67393617630005) | > loss_duration: 2.367495059967041 (2.2858157634735106) | > loss_1: 37.00779724121094 (35.840373039245605)  --> STEP: 21 | > loss_disc: 2.3730878829956055 (2.1815841595331826) | > loss_disc_real_0: 0.1984313428401947 (0.1279125532933644) | > loss_disc_real_1: 0.22925996780395508 (0.21444812381551379) | > loss_disc_real_2: 0.23024043440818787 (0.2159739959807623) | > loss_disc_real_3: 0.3226238191127777 (0.2946580449740092) | > loss_disc_real_4: 0.3213585317134857 (0.34532935278756277) | > loss_disc_real_5: 0.400355726480484 (0.30969960561820437) | > loss_0: 2.3730878829956055 (2.1815841595331826) | > loss_gen: 3.4296531677246094 (3.2836090950738814) | > loss_kl: 1.6503130197525024 (1.6878013099942888) | > loss_feat: 6.705496311187744 (6.904679275694347) | > loss_mel: 22.738271713256836 (21.724618820917037) | > loss_duration: 2.193058729171753 (2.2813987618400935) | > loss_1: 36.716793060302734 (35.882107325962615)  --> STEP: 22 | > loss_disc: 1.944089412689209 (2.1707889437675476) | > loss_disc_real_0: 0.0611247755587101 (0.12487674521451649) | > loss_disc_real_1: 0.18158763647079468 (0.21295446529984474) | > loss_disc_real_2: 0.3037280738353729 (0.21996281770142642) | > loss_disc_real_3: 0.2358122020959854 (0.29198323393409903) | > loss_disc_real_4: 0.22939752042293549 (0.3400597240437161) | > loss_disc_real_5: 0.18890489637851715 (0.3042089370164004) | > loss_0: 1.944089412689209 (2.1707889437675476) | > loss_gen: 3.1323070526123047 (3.2767317295074463) | > loss_kl: 1.663375735282898 (1.6866910565983166) | > loss_feat: 7.769999027252197 (6.94401199167425) | > loss_mel: 24.065698623657227 (21.831031539223407) | > loss_duration: 2.1992788314819336 (2.2776660377329043) | > loss_1: 38.830657958984375 (36.016132354736335)  --> STEP: 23 | > loss_disc: 2.3410801887512207 (2.178192910940751) | > loss_disc_real_0: 0.18502119183540344 (0.12749172115455504) | > loss_disc_real_1: 0.304294615983963 (0.21692577619915424) | > loss_disc_real_2: 0.14053945243358612 (0.21650962790717249) | > loss_disc_real_3: 0.30001699924468994 (0.2923325280780378) | > loss_disc_real_4: 0.3616863787174225 (0.34100001337735547) | > loss_disc_real_5: 0.3923071622848511 (0.3080392946367678) | > loss_0: 2.3410801887512207 (2.178192910940751) | > loss_gen: 3.3725526332855225 (3.280897855758667) | > loss_kl: 1.304504632949829 (1.6700742555701213) | > loss_feat: 6.558159828186035 (6.927235810653023) | > loss_mel: 22.885934829711914 (21.876896899679426) | > loss_duration: 2.3176770210266113 (2.279405645702196) | > loss_1: 36.43882751464844 (36.034510405167296)  --> STEP: 24 | > loss_disc: 2.118952751159668 (2.1757245709498725) | > loss_disc_real_0: 0.10260389745235443 (0.12645472850029668) | > loss_disc_real_1: 0.2361356019973755 (0.21772618560741344) | > loss_disc_real_2: 0.2224564403295517 (0.21675741175810495) | > loss_disc_real_3: 0.23826588690280914 (0.2900797513624032) | > loss_disc_real_4: 0.3434838652610779 (0.3411035072058439) | > loss_disc_real_5: 0.28315937519073486 (0.30700263132651645) | > loss_0: 2.118952751159668 (2.1757245709498725) | > loss_gen: 2.980827808380127 (3.2683949371178946) | > loss_kl: 1.5318145751953125 (1.6643134355545044) | > loss_feat: 5.280627250671387 (6.8586271206537885) | > loss_mel: 18.6923828125 (21.744208812713612) | > loss_duration: 2.415532112121582 (2.285077581803004) | > loss_1: 30.90118408203125 (35.82062180836996)  --> STEP: 25 | > loss_disc: 2.1523592472076416 (2.1747899580001833) | > loss_disc_real_0: 0.12885203957557678 (0.12655062094330788) | > loss_disc_real_1: 0.24091936647891998 (0.2186539128422737) | > loss_disc_real_2: 0.23828783631324768 (0.21761862874031068) | > loss_disc_real_3: 0.2967347502708435 (0.29034595131874086) | > loss_disc_real_4: 0.2873607575893402 (0.3389537972211838) | > loss_disc_real_5: 0.26551809906959534 (0.30534325003623963) | > loss_0: 2.1523592472076416 (2.1747899580001833) | > loss_gen: 3.0987892150878906 (3.2616107082366943) | > loss_kl: 1.6014131307601929 (1.661797423362732) | > loss_feat: 7.333570957183838 (6.87762487411499) | > loss_mel: 18.77765655517578 (21.6255467224121) | > loss_duration: 2.3843443393707275 (2.289048252105713) | > loss_1: 33.19577407836914 (35.715627899169924)  --> STEP: 26 | > loss_disc: 1.5772876739501953 (2.1518091009213376) | > loss_disc_real_0: 0.03882622718811035 (0.12317660579887721) | > loss_disc_real_1: 0.11042175441980362 (0.21449113751833254) | > loss_disc_real_2: 0.12013422697782516 (0.21386922867252275) | > loss_disc_real_3: 0.3123376965522766 (0.2911917876738768) | > loss_disc_real_4: 0.10625530779361725 (0.33000385532012355) | > loss_disc_real_5: 0.24123047292232513 (0.30287737399339676) | > loss_0: 1.5772876739501953 (2.1518091009213376) | > loss_gen: 4.289702415466309 (3.301152696976295) | > loss_kl: 1.4968222379684448 (1.6554522239244902) | > loss_feat: 20.432973861694336 (7.3989844505603495) | > loss_mel: 27.125144958496094 (21.837069731492253) | > loss_duration: 2.361764430999756 (2.2918450282170224) | > loss_1: 55.70640563964844 (36.484503966111404) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022957233282235954 (-8.497788355900674e-05) | > avg_loss_disc: 2.1518091009213376 (-0.23216485060178327) | > avg_loss_disc_real_0: 0.12317660579887721 (-0.022223328025295225) | > avg_loss_disc_real_1: 0.21449113751833254 (+0.015624259240352184) | > avg_loss_disc_real_2: 0.21386922867252275 (-0.032977389314999966) | > avg_loss_disc_real_3: 0.2911917876738768 (+0.038195175620225785) | > avg_loss_disc_real_4: 0.33000385532012355 (+0.08994147811944667) | > avg_loss_disc_real_5: 0.30287737399339676 (+0.014879839351544022) | > avg_loss_0: 2.1518091009213376 (-0.23216485060178327) | > avg_loss_gen: 3.301152696976295 (+0.7245189180740943) | > avg_loss_kl: 1.6554522239244902 (-0.050618153352003814) | > avg_loss_feat: 7.3989844505603495 (+0.8859229179529038) | > avg_loss_mel: 21.837069731492253 (-0.2995094152597382) | > avg_loss_duration: 2.2918450282170224 (+0.0038333030847406135) | > avg_loss_1: 36.484503966111404 (+1.2641480519221346)  > EPOCH: 12/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:29:44)   --> TIME: 2024-06-10 15:29:50 -- STEP: 14/330 -- GLOBAL_STEP: 91975 | > loss_disc: 2.3196821212768555 (2.3035349675587256) | > loss_disc_real_0: 0.1206178069114685 (0.12572407722473145) | > loss_disc_real_1: 0.17016561329364777 (0.20583487727812358) | > loss_disc_real_2: 0.21339695155620575 (0.2231132909655571) | > loss_disc_real_3: 0.1962871104478836 (0.22294913019452775) | > loss_disc_real_4: 0.1991371363401413 (0.2266339904495648) | > loss_disc_real_5: 0.22794009745121002 (0.25130659128938404) | > loss_0: 2.3196821212768555 (2.3035349675587256) | > grad_norm_0: tensor(8.5893, device='cuda:0') (tensor(15.1115, device='cuda:0')) | > loss_gen: 2.435955047607422 (2.6248271635600493) | > loss_kl: 1.4250108003616333 (1.5596188817705428) | > loss_feat: 6.008024215698242 (6.4093948772975375) | > loss_mel: 20.669452667236328 (21.612600871494838) | > loss_duration: 2.198686122894287 (2.3305839470454623) | > loss_1: 32.73712921142578 (34.53702572413853) | > grad_norm_1: tensor(162.9142, device='cuda:0') (tensor(137.6021, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3404 (0.3401454857417515) | > loader_time: 0.0031 (0.003002916063581194)  --> TIME: 2024-06-10 15:29:59 -- STEP: 39/330 -- GLOBAL_STEP: 92000 | > loss_disc: 2.2778854370117188 (2.2423134705959225) | > loss_disc_real_0: 0.0978623479604721 (0.13169695207705864) | > loss_disc_real_1: 0.19973164796829224 (0.20223129636202103) | > loss_disc_real_2: 0.19618016481399536 (0.21737585885402483) | > loss_disc_real_3: 0.1977834552526474 (0.22343267462192437) | > loss_disc_real_4: 0.207169771194458 (0.2177553280041768) | > loss_disc_real_5: 0.2083963006734848 (0.22289677269947836) | > loss_0: 2.2778854370117188 (2.2423134705959225) | > grad_norm_0: tensor(17.4021, device='cuda:0') (tensor(12.2821, device='cuda:0')) | > loss_gen: 2.7307512760162354 (2.665587150133573) | > loss_kl: 1.4976751804351807 (1.5056481330822675) | > loss_feat: 7.166273593902588 (6.684661706288655) | > loss_mel: 21.524757385253906 (21.867035303360375) | > loss_duration: 2.182624340057373 (2.228286223533826) | > loss_1: 35.102081298828125 (34.95121853168194) | > grad_norm_1: tensor(66.0132, device='cuda:0') (tensor(140.7924, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3519 (0.34247639240362704) | > loader_time: 0.0031 (0.0031397770612667767) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_92000.pth  --> TIME: 2024-06-10 15:30:13 -- STEP: 64/330 -- GLOBAL_STEP: 92025 | > loss_disc: 2.3512582778930664 (2.2321727015078068) | > loss_disc_real_0: 0.10547763109207153 (0.12961148936301464) | > loss_disc_real_1: 0.2083122283220291 (0.20496658864431083) | > loss_disc_real_2: 0.2016071379184723 (0.21923193824477494) | > loss_disc_real_3: 0.22644522786140442 (0.21980553539469838) | > loss_disc_real_4: 0.21193096041679382 (0.21456159790977836) | > loss_disc_real_5: 0.2311803698539734 (0.22051196405664086) | > loss_0: 2.3512582778930664 (2.2321727015078068) | > grad_norm_0: tensor(6.6491, device='cuda:0') (tensor(12.2092, device='cuda:0')) | > loss_gen: 2.434180974960327 (2.670014176517724) | > loss_kl: 1.5489139556884766 (1.495616240426898) | > loss_feat: 6.6489033699035645 (6.814566507935524) | > loss_mel: 22.326725006103516 (21.983904421329495) | > loss_duration: 2.1370420455932617 (2.1879473011940718) | > loss_1: 35.09576416015625 (35.15204858779908) | > grad_norm_1: tensor(223.9794, device='cuda:0') (tensor(144.9013, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3522 (0.34376348555088043) | > loader_time: 0.0034 (0.0032774507999420166)  --> TIME: 2024-06-10 15:30:22 -- STEP: 89/330 -- GLOBAL_STEP: 92050 | > loss_disc: 1.9952607154846191 (2.187351269668408) | > loss_disc_real_0: 0.15670110285282135 (0.12775657284125844) | > loss_disc_real_1: 0.17146997153759003 (0.20329590660802435) | > loss_disc_real_2: 0.1952700912952423 (0.215129142731763) | > loss_disc_real_3: 0.19522039592266083 (0.21755701839254143) | > loss_disc_real_4: 0.17181549966335297 (0.20845938917626156) | > loss_disc_real_5: 0.1812736839056015 (0.21261508026149836) | > loss_0: 1.9952607154846191 (2.187351269668408) | > grad_norm_0: tensor(10.8421, device='cuda:0') (tensor(12.0794, device='cuda:0')) | > loss_gen: 2.9249515533447266 (2.710081542475839) | > loss_kl: 1.4731063842773438 (1.48508608073331) | > loss_feat: 7.234593868255615 (6.967639071218083) | > loss_mel: 21.445409774780273 (21.9752023032542) | > loss_duration: 2.183896064758301 (2.170405335640639) | > loss_1: 35.261959075927734 (35.3084143306432) | > grad_norm_1: tensor(54.8609, device='cuda:0') (tensor(150.2987, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3553 (0.3457463296611658) | > loader_time: 0.0036 (0.0034166775392682363)  --> TIME: 2024-06-10 15:30:31 -- STEP: 114/330 -- GLOBAL_STEP: 92075 | > loss_disc: 2.156466484069824 (2.1726590499543312) | > loss_disc_real_0: 0.1572086215019226 (0.1258472153884277) | > loss_disc_real_1: 0.19735610485076904 (0.2037915042356441) | > loss_disc_real_2: 0.1645456701517105 (0.21501774327796802) | > loss_disc_real_3: 0.17919480800628662 (0.21507740425958968) | > loss_disc_real_4: 0.18663842976093292 (0.20526150025819478) | > loss_disc_real_5: 0.21037092804908752 (0.209828980005624) | > loss_0: 2.156466484069824 (2.1726590499543312) | > grad_norm_0: tensor(14.4801, device='cuda:0') (tensor(12.4610, device='cuda:0')) | > loss_gen: 2.578742504119873 (2.7204343791593586) | > loss_kl: 1.3333582878112793 (1.474579722212072) | > loss_feat: 6.922726631164551 (7.039118925730388) | > loss_mel: 21.86435890197754 (21.93158802233244) | > loss_duration: 2.139023542404175 (2.162738123483825) | > loss_1: 34.83820724487305 (35.32845905370878) | > grad_norm_1: tensor(168.0766, device='cuda:0') (tensor(148.7776, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3742 (0.34779760293793266) | > loader_time: 0.0047 (0.0035329764349418774)  --> TIME: 2024-06-10 15:30:40 -- STEP: 139/330 -- GLOBAL_STEP: 92100 | > loss_disc: 2.2089996337890625 (2.1651119671279577) | > loss_disc_real_0: 0.19877676665782928 (0.1236680220249745) | > loss_disc_real_1: 0.16906200349330902 (0.20306507353302386) | > loss_disc_real_2: 0.18081818521022797 (0.21399830592622002) | > loss_disc_real_3: 0.22071342170238495 (0.21440784279391062) | > loss_disc_real_4: 0.18446670472621918 (0.2029135869346934) | > loss_disc_real_5: 0.18649984896183014 (0.20883976448354102) | > loss_0: 2.2089996337890625 (2.1651119671279577) | > grad_norm_0: tensor(37.4708, device='cuda:0') (tensor(13.2093, device='cuda:0')) | > loss_gen: 2.6747851371765137 (2.72429303471133) | > loss_kl: 1.329854130744934 (1.4628353573435502) | > loss_feat: 7.159901142120361 (7.074318964704335) | > loss_mel: 20.956743240356445 (21.94240925466414) | > loss_duration: 2.214409351348877 (2.1622665057079398) | > loss_1: 34.335693359375 (35.366123034799685) | > grad_norm_1: tensor(127.4245, device='cuda:0') (tensor(153.8800, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3563 (0.35034218108911314) | > loader_time: 0.004 (0.0036530220251289203)  --> TIME: 2024-06-10 15:30:49 -- STEP: 164/330 -- GLOBAL_STEP: 92125 | > loss_disc: 2.0861430168151855 (2.157779092468865) | > loss_disc_real_0: 0.08494152873754501 (0.1220115730311812) | > loss_disc_real_1: 0.24256880581378937 (0.20286937575878167) | > loss_disc_real_2: 0.1855122148990631 (0.21307718771986844) | > loss_disc_real_3: 0.19021351635456085 (0.213747340549783) | > loss_disc_real_4: 0.1939200758934021 (0.2016074970909735) | > loss_disc_real_5: 0.18769821524620056 (0.2085949091649637) | > loss_0: 2.0861430168151855 (2.157779092468865) | > grad_norm_0: tensor(8.1263, device='cuda:0') (tensor(14.0097, device='cuda:0')) | > loss_gen: 2.616692304611206 (2.72784446070834) | > loss_kl: 1.4720147848129272 (1.457747663666562) | > loss_feat: 7.518703460693359 (7.094340699474987) | > loss_mel: 21.118844985961914 (21.912520210917403) | > loss_duration: 2.234292984008789 (2.161523306515158) | > loss_1: 34.960548400878906 (35.35397627295516) | > grad_norm_1: tensor(203.0046, device='cuda:0') (tensor(165.0123, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3658 (0.35225546941524605) | > loader_time: 0.0046 (0.0037783616926611923)  --> TIME: 2024-06-10 15:30:59 -- STEP: 189/330 -- GLOBAL_STEP: 92150 | > loss_disc: 2.0694289207458496 (2.1490869049041956) | > loss_disc_real_0: 0.1093486025929451 (0.12161741070646453) | > loss_disc_real_1: 0.15038558840751648 (0.20166017123000332) | > loss_disc_real_2: 0.23957909643650055 (0.21253878043757546) | > loss_disc_real_3: 0.19711275398731232 (0.21261137503164787) | > loss_disc_real_4: 0.16054695844650269 (0.20089448507500704) | > loss_disc_real_5: 0.17890892922878265 (0.20727350424837182) | > loss_0: 2.0694289207458496 (2.1490869049041956) | > grad_norm_0: tensor(12.5668, device='cuda:0') (tensor(15.1836, device='cuda:0')) | > loss_gen: 2.8763134479522705 (2.739059909941658) | > loss_kl: 1.3604258298873901 (1.4544019642330346) | > loss_feat: 7.278948783874512 (7.151187233193212) | > loss_mel: 21.606727600097656 (21.897896055191293) | > loss_duration: 2.2102644443511963 (2.1654994733749864) | > loss_1: 35.332679748535156 (35.408044542585074) | > grad_norm_1: tensor(285.0418, device='cuda:0') (tensor(174.7508, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3815 (0.3556219042924348) | > loader_time: 0.0047 (0.003879183814639137)  --> TIME: 2024-06-10 15:31:08 -- STEP: 214/330 -- GLOBAL_STEP: 92175 | > loss_disc: 2.354332208633423 (2.146563084883109) | > loss_disc_real_0: 0.09435537457466125 (0.1213237370982348) | > loss_disc_real_1: 0.23369932174682617 (0.2022226411744813) | > loss_disc_real_2: 0.2434622198343277 (0.21270447224378586) | > loss_disc_real_3: 0.22188346087932587 (0.21284223800507662) | > loss_disc_real_4: 0.21290113031864166 (0.20066555060237368) | > loss_disc_real_5: 0.22868496179580688 (0.2065569475710949) | > loss_0: 2.354332208633423 (2.146563084883109) | > grad_norm_0: tensor(13.8995, device='cuda:0') (tensor(15.7339, device='cuda:0')) | > loss_gen: 2.5213561058044434 (2.7458698638131684) | > loss_kl: 1.4048336744308472 (1.454151364130394) | > loss_feat: 6.562107086181641 (7.191084948655602) | > loss_mel: 22.536020278930664 (21.901806252025008) | > loss_duration: 2.2502851486206055 (2.1699926992443124) | > loss_1: 35.274600982666016 (35.46290508163306) | > grad_norm_1: tensor(121.6181, device='cuda:0') (tensor(178.8547, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.3833 (0.3586380704541074) | > loader_time: 0.005 (0.004016017245355051)  --> TIME: 2024-06-10 15:31:19 -- STEP: 239/330 -- GLOBAL_STEP: 92200 | > loss_disc: 2.116048574447632 (2.1464701676468456) | > loss_disc_real_0: 0.17283549904823303 (0.12217723665501778) | > loss_disc_real_1: 0.2407081574201584 (0.202549115322125) | > loss_disc_real_2: 0.235484316945076 (0.2123083686105377) | > loss_disc_real_3: 0.21212831139564514 (0.21284605918070262) | > loss_disc_real_4: 0.21494407951831818 (0.2011062359460727) | > loss_disc_real_5: 0.21837373077869415 (0.20603966345098726) | > loss_0: 2.116048574447632 (2.1464701676468456) | > grad_norm_0: tensor(24.3215, device='cuda:0') (tensor(15.4489, device='cuda:0')) | > loss_gen: 2.885985851287842 (2.7408618966904643) | > loss_kl: 1.4394465684890747 (1.4512851432776346) | > loss_feat: 7.096256256103516 (7.19195990382877) | > loss_mel: 21.37441635131836 (21.848566566052305) | > loss_duration: 2.2113914489746094 (2.1762872375703766) | > loss_1: 35.00749588012695 (35.40896068557036) | > grad_norm_1: tensor(112.6918, device='cuda:0') (tensor(177.2881, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.4071 (0.36399459739110473) | > loader_time: 0.0056 (0.004143036559037083)  --> TIME: 2024-06-10 15:31:30 -- STEP: 264/330 -- GLOBAL_STEP: 92225 | > loss_disc: 2.292587995529175 (2.151353053071281) | > loss_disc_real_0: 0.10262928158044815 (0.12247513003195774) | > loss_disc_real_1: 0.18512596189975739 (0.20278507064689288) | > loss_disc_real_2: 0.253559947013855 (0.21252889863469385) | > loss_disc_real_3: 0.2487165480852127 (0.21311646784571084) | > loss_disc_real_4: 0.22414766252040863 (0.201405852976622) | > loss_disc_real_5: 0.22771766781806946 (0.20618435249409892) | > loss_0: 2.292587995529175 (2.151353053071281) | > grad_norm_0: tensor(22.3937, device='cuda:0') (tensor(15.7692, device='cuda:0')) | > loss_gen: 2.713388681411743 (2.7369608084360757) | > loss_kl: 1.3591095209121704 (1.4500352523543614) | > loss_feat: 7.14094352722168 (7.205966320904819) | > loss_mel: 22.08692741394043 (21.8173001390515) | > loss_duration: 2.2826831340789795 (2.1819463394808056) | > loss_1: 35.58305358886719 (35.39220876404732) | > grad_norm_1: tensor(150.7982, device='cuda:0') (tensor(176.2083, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.4268 (0.369243088093671) | > loader_time: 0.0054 (0.0042837596300876486)  --> TIME: 2024-06-10 15:31:41 -- STEP: 289/330 -- GLOBAL_STEP: 92250 | > loss_disc: 2.3017799854278564 (2.156408790898569) | > loss_disc_real_0: 0.17891964316368103 (0.12251613531455034) | > loss_disc_real_1: 0.23563767969608307 (0.20354296937327068) | > loss_disc_real_2: 0.2969910204410553 (0.2133187163866103) | > loss_disc_real_3: 0.24643515050411224 (0.21395843978777893) | > loss_disc_real_4: 0.23177996277809143 (0.2015685347331024) | > loss_disc_real_5: 0.20247603952884674 (0.2063793582796638) | > loss_0: 2.3017799854278564 (2.156408790898569) | > grad_norm_0: tensor(10.3837, device='cuda:0') (tensor(15.9853, device='cuda:0')) | > loss_gen: 2.8426313400268555 (2.7365299954133877) | > loss_kl: 1.4792100191116333 (1.455051999191099) | > loss_feat: 7.138216972351074 (7.217587693752302) | > loss_mel: 21.14588165283203 (21.781626308665565) | > loss_duration: 2.3090953826904297 (2.1893630254639893) | > loss_1: 34.9150390625 (35.38015891606419) | > grad_norm_1: tensor(272.0213, device='cuda:0') (tensor(175.8621, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.4569 (0.37544615870941067) | > loader_time: 0.0058 (0.00443830374615415)  --> TIME: 2024-06-10 15:31:53 -- STEP: 314/330 -- GLOBAL_STEP: 92275 | > loss_disc: 2.2917795181274414 (2.163603623201891) | > loss_disc_real_0: 0.11645850539207458 (0.12289074191432088) | > loss_disc_real_1: 0.2370789498090744 (0.2041039209646784) | > loss_disc_real_2: 0.21402281522750854 (0.21279460993731866) | > loss_disc_real_3: 0.25393444299697876 (0.21476680382042174) | > loss_disc_real_4: 0.26572224497795105 (0.20200204441122185) | > loss_disc_real_5: 0.2525801658630371 (0.20685408729466664) | > loss_0: 2.2917795181274414 (2.163603623201891) | > grad_norm_0: tensor(6.6552, device='cuda:0') (tensor(16.1334, device='cuda:0')) | > loss_gen: 2.9765524864196777 (2.733625484879609) | > loss_kl: 1.4169379472732544 (1.4531147829286604) | > loss_feat: 7.394195079803467 (7.22993428388219) | > loss_mel: 21.211036682128906 (21.748228376838057) | > loss_duration: 2.3747384548187256 (2.2006360607542055) | > loss_1: 35.37345886230469 (35.36553887652744) | > grad_norm_1: tensor(92.4175, device='cuda:0') (tensor(174.1924, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.5111 (0.3842738282149007) | > loader_time: 0.0071 (0.004616151190107795)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.705827236175537 (2.705827236175537) | > loss_disc_real_0: 0.20344001054763794 (0.20344001054763794) | > loss_disc_real_1: 0.3049243092536926 (0.3049243092536926) | > loss_disc_real_2: 0.3712293803691864 (0.3712293803691864) | > loss_disc_real_3: 0.3255433738231659 (0.3255433738231659) | > loss_disc_real_4: 0.25991109013557434 (0.25991109013557434) | > loss_disc_real_5: 0.3322487473487854 (0.3322487473487854) | > loss_0: 2.705827236175537 (2.705827236175537) | > loss_gen: 2.633800983428955 (2.633800983428955) | > loss_kl: 2.0230185985565186 (2.0230185985565186) | > loss_feat: 4.239471912384033 (4.239471912384033) | > loss_mel: 18.702404022216797 (18.702404022216797) | > loss_duration: 2.771589517593384 (2.771589517593384) | > loss_1: 30.370283126831055 (30.370283126831055)  --> STEP: 1 | > loss_disc: 2.1723341941833496 (2.1723341941833496) | > loss_disc_real_0: 0.07489220798015594 (0.07489220798015594) | > loss_disc_real_1: 0.27060016989707947 (0.27060016989707947) | > loss_disc_real_2: 0.2978549003601074 (0.2978549003601074) | > loss_disc_real_3: 0.32835593819618225 (0.32835593819618225) | > loss_disc_real_4: 0.2677513659000397 (0.2677513659000397) | > loss_disc_real_5: 0.18780311942100525 (0.18780311942100525) | > loss_0: 2.1723341941833496 (2.1723341941833496) | > loss_gen: 3.156186819076538 (3.156186819076538) | > loss_kl: 1.967909812927246 (1.967909812927246) | > loss_feat: 6.425832271575928 (6.425832271575928) | > loss_mel: 22.48207664489746 (22.48207664489746) | > loss_duration: 2.3189947605133057 (2.3189947605133057) | > loss_1: 36.35100173950195 (36.35100173950195)  --> STEP: 2 | > loss_disc: 2.715310573577881 (2.4438223838806152) | > loss_disc_real_0: 0.15536633133888245 (0.1151292696595192) | > loss_disc_real_1: 0.2542039453983307 (0.2624020576477051) | > loss_disc_real_2: 0.4082452058792114 (0.3530500531196594) | > loss_disc_real_3: 0.3347433805465698 (0.33154965937137604) | > loss_disc_real_4: 0.358001708984375 (0.31287653744220734) | > loss_disc_real_5: 0.3416176438331604 (0.2647103816270828) | > loss_0: 2.715310573577881 (2.4438223838806152) | > loss_gen: 2.8147640228271484 (2.9854754209518433) | > loss_kl: 1.7051303386688232 (1.8365200757980347) | > loss_feat: 4.616866111755371 (5.521349191665649) | > loss_mel: 23.99493980407715 (23.238508224487305) | > loss_duration: 2.4009108543395996 (2.3599528074264526) | > loss_1: 35.53260803222656 (35.94180488586426)  --> STEP: 3 | > loss_disc: 2.632167100906372 (2.506603956222534) | > loss_disc_real_0: 0.08679123222827911 (0.10568325718243916) | > loss_disc_real_1: 0.2978966534137726 (0.2742335895697276) | > loss_disc_real_2: 0.19888082146644592 (0.30166030923525494) | > loss_disc_real_3: 0.3568950295448303 (0.3399981160958608) | > loss_disc_real_4: 0.31648483872413635 (0.31407930453618366) | > loss_disc_real_5: 0.19678378105163574 (0.24206818143526712) | > loss_0: 2.632167100906372 (2.506603956222534) | > loss_gen: 2.4750380516052246 (2.815329631169637) | > loss_kl: 2.0308632850646973 (1.9013011455535889) | > loss_feat: 7.064244270324707 (6.035647551218669) | > loss_mel: 23.545522689819336 (23.34084637959798) | > loss_duration: 2.1666135787963867 (2.295506397883097) | > loss_1: 37.282283782958984 (36.388631184895836)  --> STEP: 4 | > loss_disc: 2.1578474044799805 (2.4194148182868958) | > loss_disc_real_0: 0.10945695638656616 (0.10662668198347092) | > loss_disc_real_1: 0.19027766585350037 (0.2532446086406708) | > loss_disc_real_2: 0.2933761775493622 (0.29958927631378174) | > loss_disc_real_3: 0.2756440341472626 (0.32390959560871124) | > loss_disc_real_4: 0.25816309452056885 (0.30010025203227997) | > loss_disc_real_5: 0.2592931389808655 (0.24637442082166672) | > loss_0: 2.1578474044799805 (2.4194148182868958) | > loss_gen: 2.964834690093994 (2.8527058959007263) | > loss_kl: 1.9197461605072021 (1.9059123992919922) | > loss_feat: 7.044931888580322 (6.287968635559082) | > loss_mel: 22.91424560546875 (23.234196186065674) | > loss_duration: 2.227071523666382 (2.2783976793289185) | > loss_1: 37.07082748413086 (36.55918025970459)  --> STEP: 5 | > loss_disc: 2.620032787322998 (2.4595384120941164) | > loss_disc_real_0: 0.1856813281774521 (0.12243761122226715) | > loss_disc_real_1: 0.27489525079727173 (0.25757473707199097) | > loss_disc_real_2: 0.33762121200561523 (0.30719566345214844) | > loss_disc_real_3: 0.33145013451576233 (0.32541770339012144) | > loss_disc_real_4: 0.3046863079071045 (0.3010174632072449) | > loss_disc_real_5: 0.3376075029373169 (0.26462103724479674) | > loss_0: 2.620032787322998 (2.4595384120941164) | > loss_gen: 2.6767091751098633 (2.8175065517425537) | > loss_kl: 1.0475513935089111 (1.7342401981353759) | > loss_feat: 4.4319891929626465 (5.916772747039795) | > loss_mel: 22.471912384033203 (23.08173942565918) | > loss_duration: 2.3465514183044434 (2.2920284271240234) | > loss_1: 32.97471237182617 (35.84228668212891)  --> STEP: 6 | > loss_disc: 2.854726552963257 (2.525403102238973) | > loss_disc_real_0: 0.09617394953966141 (0.1180603342751662) | > loss_disc_real_1: 0.24694286286830902 (0.255802758038044) | > loss_disc_real_2: 0.44649145007133484 (0.3304116278886795) | > loss_disc_real_3: 0.4228486120700836 (0.34165618817011517) | > loss_disc_real_4: 0.44067296385765076 (0.3242933799823125) | > loss_disc_real_5: 0.40749678015708923 (0.28843366106351215) | > loss_0: 2.854726552963257 (2.525403102238973) | > loss_gen: 2.9280591011047363 (2.835931976636251) | > loss_kl: 1.3390305042266846 (1.6683719158172607) | > loss_feat: 5.770082473754883 (5.8923243681589765) | > loss_mel: 23.271272659301758 (23.11332829793294) | > loss_duration: 2.1291375160217285 (2.2648799419403076) | > loss_1: 35.437583923339844 (35.77483622233073)  --> STEP: 7 | > loss_disc: 2.1922054290771484 (2.4778034346444264) | > loss_disc_real_0: 0.16667591035366058 (0.12500541657209396) | > loss_disc_real_1: 0.2330426275730133 (0.25255131082875387) | > loss_disc_real_2: 0.23399768769741058 (0.3166382078613554) | > loss_disc_real_3: 0.26741689443588257 (0.3310505747795105) | > loss_disc_real_4: 0.27732011675834656 (0.31758291380746023) | > loss_disc_real_5: 0.2548162639141083 (0.28363117575645447) | > loss_0: 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(6.355098366737366) | > loss_mel: 24.006513595581055 (23.49179744720459) | > loss_duration: 2.2381296157836914 (2.274509757757187) | > loss_1: 39.97476577758789 (36.74709224700928)  --> STEP: 9 | > loss_disc: 2.5925350189208984 (2.449580086602105) | > loss_disc_real_0: 0.16814638674259186 (0.12459739297628403) | > loss_disc_real_1: 0.18130701780319214 (0.2346400817235311) | > loss_disc_real_2: 0.3326927423477173 (0.31663911044597626) | > loss_disc_real_3: 0.3039078116416931 (0.3188922537697686) | > loss_disc_real_4: 0.30914634466171265 (0.2974718511104584) | > loss_disc_real_5: 0.3135839104652405 (0.2697434342569775) | > loss_0: 2.5925350189208984 (2.449580086602105) | > loss_gen: 2.6333494186401367 (2.797202746073405) | > loss_kl: 1.985365629196167 (1.8277099397447374) | > loss_feat: 7.711539268493652 (6.505814022488064) | > loss_mel: 23.447927474975586 (23.48692300584581) | > loss_duration: 2.1083383560180664 (2.256046268675062) | > loss_1: 37.88652038574219 (36.873695373535156)  --> STEP: 10 | > loss_disc: 2.392085075378418 (2.4438305854797364) | > loss_disc_real_0: 0.1286907196044922 (0.12500672563910484) | > loss_disc_real_1: 0.21208636462688446 (0.23238471001386643) | > loss_disc_real_2: 0.29863452911376953 (0.3148386523127556) | > loss_disc_real_3: 0.33681419491767883 (0.32068444788455963) | > loss_disc_real_4: 0.2855638563632965 (0.2962810516357422) | > loss_disc_real_5: 0.42188265919685364 (0.2849573567509651) | > loss_0: 2.392085075378418 (2.4438305854797364) | > loss_gen: 2.9816339015960693 (2.815645861625671) | > loss_kl: 1.6055210828781128 (1.8054910540580749) | > loss_feat: 5.6791605949401855 (6.423148679733276) | > loss_mel: 22.975034713745117 (23.43573417663574) | > loss_duration: 2.268301486968994 (2.2572717905044555) | > loss_1: 35.50965118408203 (36.737290954589845)  --> STEP: 11 | > loss_disc: 2.360316276550293 (2.4362383755770596) | > loss_disc_real_0: 0.144749715924263 (0.12680154293775558) | > loss_disc_real_1: 0.20606112480163574 (0.22999165681275455) | > loss_disc_real_2: 0.30327460169792175 (0.31378737498413434) | > loss_disc_real_3: 0.2935076355934143 (0.3182138285853646) | > loss_disc_real_4: 0.27004048228263855 (0.2938955453309146) | > loss_disc_real_5: 0.3319823443889618 (0.2892323556271466) | > loss_0: 2.360316276550293 (2.4362383755770596) | > loss_gen: 2.781080961227417 (2.812503597953103) | > loss_kl: 1.8110744953155518 (1.8059986396269365) | > loss_feat: 5.084936618804932 (6.301493037830699) | > loss_mel: 23.062284469604492 (23.401784203269266) | > loss_duration: 2.3848421573638916 (2.268869096582586) | > loss_1: 35.12421798706055 (36.59064795754173)  --> STEP: 12 | > loss_disc: 2.509779691696167 (2.442366818586985) | > loss_disc_real_0: 0.058598842471838 (0.12111798456559579) | > loss_disc_real_1: 0.24156375229358673 (0.23095599810282388) | > loss_disc_real_2: 0.33823490142822266 (0.315824668854475) | > loss_disc_real_3: 0.34095895290374756 (0.3201092556118965) | > loss_disc_real_4: 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(23.370361328125) | > loss_duration: 2.344607353210449 (2.26378527709416) | > loss_1: 36.00566101074219 (36.406044006347656)  --> STEP: 15 | > loss_disc: 2.739133358001709 (2.458032162984212) | > loss_disc_real_0: 0.1808006316423416 (0.12068824743231138) | > loss_disc_real_1: 0.3206544816493988 (0.23775246640046438) | > loss_disc_real_2: 0.31842535734176636 (0.3151542474826177) | > loss_disc_real_3: 0.36150243878364563 (0.32703827023506166) | > loss_disc_real_4: 0.3498327434062958 (0.2997005184491475) | > loss_disc_real_5: 0.30281370878219604 (0.29610153337319695) | > loss_0: 2.739133358001709 (2.458032162984212) | > loss_gen: 2.7470738887786865 (2.802990452448527) | > loss_kl: 1.2091509103775024 (1.7821906010309856) | > loss_feat: 6.466453552246094 (6.163435618082683) | > loss_mel: 22.69922637939453 (23.325618998209634) | > loss_duration: 2.266617774963379 (2.263974110285441) | > loss_1: 35.388519287109375 (36.338209025065105)  --> STEP: 16 | > loss_disc: 2.3097968101501465 (2.448767453432083) | > loss_disc_real_0: 0.12811212241649628 (0.12115223961882293) | > loss_disc_real_1: 0.2576485276222229 (0.23899597022682428) | > loss_disc_real_2: 0.2832207977771759 (0.3131584068760276) | > loss_disc_real_3: 0.2966746389865875 (0.325140543282032) | > loss_disc_real_4: 0.30711624026298523 (0.3001640010625124) | > loss_disc_real_5: 0.21672303974628448 (0.2911403775215149) | > loss_0: 2.3097968101501465 (2.448767453432083) | > loss_gen: 2.9077999591827393 (2.8095410466194153) | > loss_kl: 1.71905517578125 (1.778244636952877) | > loss_feat: 6.943320274353027 (6.212178409099579) | > loss_mel: 24.01392364501953 (23.368638038635254) | > loss_duration: 2.3119804859161377 (2.2669745087623596) | > loss_1: 37.896080017089844 (36.43557596206665)  --> STEP: 17 | > loss_disc: 2.465886354446411 (2.4497744476093963) | > loss_disc_real_0: 0.1879773736000061 (0.12508312985301018) | > loss_disc_real_1: 0.3493632376194 (0.24548816242638757) | > loss_disc_real_2: 0.3650042414665222 (0.316208161851939) | > loss_disc_real_3: 0.31823721528053284 (0.32473446516429677) | > loss_disc_real_4: 0.2980998754501343 (0.3000425819088431) | > loss_disc_real_5: 0.2977335751056671 (0.29152821267352386) | > loss_0: 2.465886354446411 (2.4497744476093963) | > loss_gen: 3.174757719039917 (2.8310243802912094) | > loss_kl: 1.6699695587158203 (1.7718755147036385) | > loss_feat: 5.823746204376221 (6.189329455880558) | > loss_mel: 23.509416580200195 (23.376919129315546) | > loss_duration: 2.3276209831237793 (2.2705419484306786) | > loss_1: 36.50551223754883 (36.439689860624426)  --> STEP: 18 | > loss_disc: 2.356825828552246 (2.4446106354395547) | > loss_disc_real_0: 0.13719676434993744 (0.12575610954728392) | > loss_disc_real_1: 0.2105955332517624 (0.24354968302779728) | > loss_disc_real_2: 0.2904861271381378 (0.3147791599233945) | > loss_disc_real_3: 0.2678360342979431 (0.3215734412272771) | > loss_disc_real_4: 0.2184392809867859 (0.29550906519095105) | > loss_disc_real_5: 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(1.7623824696791799) | > loss_feat: 7.283880233764648 (6.331019702710603) | > loss_mel: 22.933086395263672 (23.463835666054173) | > loss_duration: 2.321793556213379 (2.269147421184339) | > loss_1: 36.97653579711914 (36.64554877030222)  --> STEP: 20 | > loss_disc: 2.539788007736206 (2.4512478590011595) | > loss_disc_real_0: 0.10896947979927063 (0.12558772545307875) | > loss_disc_real_1: 0.19121763110160828 (0.24312972724437715) | > loss_disc_real_2: 0.32296687364578247 (0.32021761313080793) | > loss_disc_real_3: 0.38676995038986206 (0.3290527507662773) | > loss_disc_real_4: 0.35099366307258606 (0.29816379100084306) | > loss_disc_real_5: 0.3497656583786011 (0.2862713851034641) | > loss_0: 2.539788007736206 (2.4512478590011595) | > loss_gen: 2.7703566551208496 (2.816723811626434) | > loss_kl: 1.9718025922775269 (1.7728534758090972) | > loss_feat: 5.804746150970459 (6.304706025123595) | > loss_mel: 22.876401901245117 (23.43446397781372) | > loss_duration: 2.326554298400879 (2.272017765045166) | > loss_1: 35.74985885620117 (36.60076427459717)  --> STEP: 21 | > loss_disc: 2.8678243160247803 (2.4710848331451416) | > loss_disc_real_0: 0.21955645084381104 (0.13006242666216122) | > loss_disc_real_1: 0.26519936323165894 (0.24418066229139054) | > loss_disc_real_2: 0.3272038400173187 (0.3205502906015941) | > loss_disc_real_3: 0.31800606846809387 (0.32852671827588764) | > loss_disc_real_4: 0.3455582857131958 (0.3004206717014313) | > loss_disc_real_5: 0.29064124822616577 (0.2864794738235928) | > loss_0: 2.8678243160247803 (2.4710848331451416) | > loss_gen: 2.4037163257598877 (2.797056788489932) | > loss_kl: 1.471728801727295 (1.7585142056147258) | > loss_feat: 4.985827922821045 (6.24190230596633) | > loss_mel: 21.69009780883789 (23.351398922148206) | > loss_duration: 2.1924009323120117 (2.2682264872959683) | > loss_1: 32.7437744140625 (36.41709809076218)  --> STEP: 22 | > loss_disc: 2.560187578201294 (2.4751349579204214) | > loss_disc_real_0: 0.10491541773080826 (0.12891938080164517) | > loss_disc_real_1: 0.21037554740905762 (0.24264406616037543) | > loss_disc_real_2: 0.5082264542579651 (0.32908102531324734) | > loss_disc_real_3: 0.2952134907245636 (0.32701248065991834) | > loss_disc_real_4: 0.20394836366176605 (0.2960355667905374) | > loss_disc_real_5: 0.18988782167434692 (0.2820889441804452) | > loss_0: 2.560187578201294 (2.4751349579204214) | > loss_gen: 2.3875560760498047 (2.778443119742654) | > loss_kl: 1.6579983234405518 (1.7539453018795361) | > loss_feat: 7.238019943237305 (6.287180380387738) | > loss_mel: 24.79835319519043 (23.41716957092285) | > loss_duration: 2.1827359199523926 (2.264340552416715) | > loss_1: 38.2646598815918 (36.50107817216353)  --> STEP: 23 | > loss_disc: 2.5824737548828125 (2.4798018621361773) | > loss_disc_real_0: 0.23847843706607819 (0.13368281803053356) | > loss_disc_real_1: 0.28406137228012085 (0.24444481860036435) | > loss_disc_real_2: 0.38054388761520386 (0.3313185410655063) | > loss_disc_real_3: 0.39027565717697144 (0.3297630535519641) | > loss_disc_real_4: 0.33394283056259155 (0.29768370869367017) | > loss_disc_real_5: 0.31786811351776123 (0.2836445602385894) | > loss_0: 2.5824737548828125 (2.4798018621361773) | > loss_gen: 3.168525218963623 (2.7954032110131304) | > loss_kl: 2.2176513671875 (1.7741064351537954) | > loss_feat: 6.734109878540039 (6.306612097698708) | > loss_mel: 21.250690460205078 (23.3229748269786) | > loss_duration: 2.3234519958496094 (2.2669106151746665) | > loss_1: 35.694427490234375 (36.466006403384)  --> STEP: 24 | > loss_disc: 2.4066991806030273 (2.476755917072296) | > loss_disc_real_0: 0.09516638517379761 (0.1320779666615029) | > loss_disc_real_1: 0.23146525025367737 (0.24390400325258574) | > loss_disc_real_2: 0.20874232053756714 (0.32621119854350883) | > loss_disc_real_3: 0.2605459690093994 (0.32687900836269057) | > loss_disc_real_4: 0.31523627042770386 (0.2984150654325882) | > loss_disc_real_5: 0.40044164657592773 (0.2885111055026452) | > loss_0: 2.4066991806030273 (2.476755917072296) | > loss_gen: 2.8246254920959473 (2.796620806058248) | > loss_kl: 1.4573636054992676 (1.7609088172515233) | > loss_feat: 6.454954624176025 (6.31279303630193) | > loss_mel: 21.68569564819336 (23.25475486119588) | > loss_duration: 2.416571855545044 (2.273146500190099) | > loss_1: 34.83921432495117 (36.39822340011597)  --> STEP: 25 | > loss_disc: 2.0876739025115967 (2.461192636489868) | > loss_disc_real_0: 0.12910526990890503 (0.131959058791399) | > loss_disc_real_1: 0.22185218334197998 (0.2430219304561615) | > loss_disc_real_2: 0.264396071434021 (0.3237385934591293) | > loss_disc_real_3: 0.2538626492023468 (0.32395835399627687) | > loss_disc_real_4: 0.2052353322505951 (0.2946878761053085) | > loss_disc_real_5: 0.12023940682411194 (0.28178023755550385) | > loss_0: 2.0876739025115967 (2.461192636489868) | > loss_gen: 2.9559473991394043 (2.8029938697814942) | > loss_kl: 1.716476559638977 (1.7591315269470216) | > loss_feat: 7.380703926086426 (6.35550947189331) | > loss_mel: 19.053661346435547 (23.086711120605468) | > loss_duration: 2.380148410797119 (2.2774265766143795) | > loss_1: 33.4869384765625 (36.28177200317383)  --> STEP: 26 | > loss_disc: 2.704636573791504 (2.4705558648476234) | > loss_disc_real_0: 0.4916401505470276 (0.14579294693584624) | > loss_disc_real_1: 0.2942269444465637 (0.24499135407117698) | > loss_disc_real_2: 0.11954930424690247 (0.31588515925865907) | > loss_disc_real_3: 0.34172961115837097 (0.3246418638871266) | > loss_disc_real_4: 0.3045514225959778 (0.2950672432780265) | > loss_disc_real_5: 0.24756385385990143 (0.28046422279798067) | > loss_0: 2.704636573791504 (2.4705558648476234) | > loss_gen: 2.7728612422943115 (2.801834922570449) | > loss_kl: 1.8056104183197021 (1.7609191766152015) | > loss_feat: 15.992274284362793 (6.726154272372905) | > loss_mel: 24.557016372680664 (23.14326132260836) | > loss_duration: 2.320864677429199 (2.279097272799565) | > loss_1: 47.44862747192383 (36.711266444279595) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023433245145357572 (+4.760118631216186e-05) | > avg_loss_disc: 2.4705558648476234 (+0.31874676392628576) | > avg_loss_disc_real_0: 0.14579294693584624 (+0.02261634113696903) | > avg_loss_disc_real_1: 0.24499135407117698 (+0.030500216552844434) | > avg_loss_disc_real_2: 0.31588515925865907 (+0.10201593058613631) | > avg_loss_disc_real_3: 0.3246418638871266 (+0.0334500762132498) | > avg_loss_disc_real_4: 0.2950672432780265 (-0.034936612042097026) | > avg_loss_disc_real_5: 0.28046422279798067 (-0.022413151195416092) | > avg_loss_0: 2.4705558648476234 (+0.31874676392628576) | > avg_loss_gen: 2.801834922570449 (-0.4993177744058461) | > avg_loss_kl: 1.7609191766152015 (+0.10546695269071127) | > avg_loss_feat: 6.726154272372905 (-0.6728301781874446) | > avg_loss_mel: 23.14326132260836 (+1.3061915911161073) | > avg_loss_duration: 2.279097272799565 (-0.01274775541745754) | > avg_loss_1: 36.711266444279595 (+0.22676247816819028)  > EPOCH: 13/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:32:21)   --> TIME: 2024-06-10 15:32:25 -- STEP: 9/330 -- GLOBAL_STEP: 92300 | > loss_disc: 2.2377331256866455 (2.3244904147254095) | > loss_disc_real_0: 0.1325729787349701 (0.12572071784072453) | > loss_disc_real_1: 0.20712265372276306 (0.2117367767625385) | > loss_disc_real_2: 0.1877157837152481 (0.2175927625762092) | > loss_disc_real_3: 0.18109942972660065 (0.21755770345528921) | > loss_disc_real_4: 0.15134017169475555 (0.20422355168395573) | > loss_disc_real_5: 0.20447754859924316 (0.2239240441057417) | > loss_0: 2.2377331256866455 (2.3244904147254095) | > grad_norm_0: tensor(17.5007, device='cuda:0') (tensor(18.4422, device='cuda:0')) | > loss_gen: 2.640789031982422 (2.4819621245066323) | > loss_kl: 1.290235996246338 (1.416332761446635) | > loss_feat: 6.703155517578125 (6.160925971137153) | > loss_mel: 22.113422393798828 (22.082455317179363) | > loss_duration: 2.3140482902526855 (2.4029859436882868) | > loss_1: 35.06165313720703 (34.54466247558594) | > grad_norm_1: tensor(74.6099, device='cuda:0') (tensor(126.2296, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.33 (0.32548705736796063) | > loader_time: 0.0031 (0.0027668211195203993)  --> TIME: 2024-06-10 15:32:33 -- STEP: 34/330 -- GLOBAL_STEP: 92325 | > loss_disc: 2.090580701828003 (2.223209959619185) | > loss_disc_real_0: 0.09128289669752121 (0.11517163716694888) | > loss_disc_real_1: 0.17190437018871307 (0.20551020345267126) | > loss_disc_real_2: 0.17444756627082825 (0.21982858110876644) | > loss_disc_real_3: 0.2124990075826645 (0.22022780688369975) | > loss_disc_real_4: 0.23554328083992004 (0.20291533890892477) | > loss_disc_real_5: 0.2001599371433258 (0.21153494365075054) | > loss_0: 2.090580701828003 (2.223209959619185) | > grad_norm_0: tensor(8.3665, device='cuda:0') (tensor(17.9436, device='cuda:0')) | > loss_gen: 3.063601016998291 (2.766802696620717) | > loss_kl: 1.4382505416870117 (1.4716123833375818) | > loss_feat: 8.037127494812012 (6.902106649735394) | > loss_mel: 23.044252395629883 (22.07497220880845) | > loss_duration: 2.203867197036743 (2.23325575800503) | > loss_1: 37.78710174560547 (35.44874999102425) | > grad_norm_1: tensor(274.9552, device='cuda:0') (tensor(146.2185, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3291 (0.3297352229847628) | > loader_time: 0.0029 (0.0029961571973912858)  --> TIME: 2024-06-10 15:32:42 -- STEP: 59/330 -- GLOBAL_STEP: 92350 | > loss_disc: 2.1852622032165527 (2.2050473447573373) | > loss_disc_real_0: 0.13289056718349457 (0.11683415009056107) | > loss_disc_real_1: 0.26402539014816284 (0.21052413673724157) | > loss_disc_real_2: 0.20814555883407593 (0.21437618793067287) | > loss_disc_real_3: 0.21261106431484222 (0.21546563127283322) | > loss_disc_real_4: 0.20695428550243378 (0.2075617901854596) | > loss_disc_real_5: 0.2044670581817627 (0.20912613656561255) | > loss_0: 2.1852622032165527 (2.2050473447573373) | > grad_norm_0: tensor(9.6028, device='cuda:0') (tensor(22.9916, device='cuda:0')) | > loss_gen: 2.6445608139038086 (2.7790465637788935) | > loss_kl: 1.4408228397369385 (1.4931146472187367) | > loss_feat: 6.865644454956055 (7.028374728509935) | > loss_mel: 20.879636764526367 (22.002201920848776) | > loss_duration: 2.0902481079101562 (2.187014929318833) | > loss_1: 33.92091369628906 (35.48975275330625) | > grad_norm_1: tensor(113.6736, device='cuda:0') (tensor(194.0860, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3501 (0.33409095214585127) | > loader_time: 0.0038 (0.0031145669646182304)  --> TIME: 2024-06-10 15:32:51 -- STEP: 84/330 -- GLOBAL_STEP: 92375 | > loss_disc: 2.2144863605499268 (2.1980359015010644) | > loss_disc_real_0: 0.1497766375541687 (0.11844424615126281) | > loss_disc_real_1: 0.19358579814434052 (0.2082043569535017) | > loss_disc_real_2: 0.17442959547042847 (0.21334764183986754) | > loss_disc_real_3: 0.22359700500965118 (0.2150004328716369) | > loss_disc_real_4: 0.23495472967624664 (0.208878361043476) | > loss_disc_real_5: 0.24319444596767426 (0.20829409183490843) | > loss_0: 2.2144863605499268 (2.1980359015010644) | > grad_norm_0: tensor(6.7849, device='cuda:0') (tensor(20.9432, device='cuda:0')) | > loss_gen: 2.6621029376983643 (2.756690527711595) | > loss_kl: 1.2993874549865723 (1.5026813404900687) | > loss_feat: 6.830572128295898 (7.043106152897789) | > loss_mel: 21.22598648071289 (21.952309086209247) | > loss_duration: 2.202700138092041 (2.168096166281474) | > loss_1: 34.22074890136719 (35.42288335164388) | > grad_norm_1: tensor(110.1874, device='cuda:0') (tensor(209.3376, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.353 (0.33734884716215596) | > loader_time: 0.0035 (0.003192901611328125)  --> TIME: 2024-06-10 15:33:00 -- STEP: 109/330 -- GLOBAL_STEP: 92400 | > loss_disc: 2.3089191913604736 (2.201326018079705) | > loss_disc_real_0: 0.13943429291248322 (0.11991766911991146) | > loss_disc_real_1: 0.22940224409103394 (0.2064909291786885) | > loss_disc_real_2: 0.22274361550807953 (0.21579318062974773) | > loss_disc_real_3: 0.21189753711223602 (0.2154466541261848) | > loss_disc_real_4: 0.19712509214878082 (0.20661739157427347) | > loss_disc_real_5: 0.18344484269618988 (0.2075013369321823) | > loss_0: 2.3089191913604736 (2.201326018079705) | > grad_norm_0: tensor(8.6990, device='cuda:0') (tensor(19.0620, device='cuda:0')) | > loss_gen: 2.477684259414673 (2.735477950594841) | > loss_kl: 1.1918933391571045 (1.4868917049617942) | > loss_feat: 6.739345073699951 (7.027977304721097) | > loss_mel: 21.570510864257812 (21.902274717978383) | > loss_duration: 2.0716588497161865 (2.161409352897506) | > loss_1: 34.051090240478516 (35.314030988500754) | > grad_norm_1: tensor(178.0805, device='cuda:0') (tensor(197.3941, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3459 (0.33960001403038653) | > loader_time: 0.0036 (0.003330053539451109)  --> TIME: 2024-06-10 15:33:09 -- STEP: 134/330 -- GLOBAL_STEP: 92425 | > loss_disc: 2.061323404312134 (2.2009577066151063) | > loss_disc_real_0: 0.11355414986610413 (0.12059635321484573) | > loss_disc_real_1: 0.15649178624153137 (0.20678351580429433) | > loss_disc_real_2: 0.17882931232452393 (0.2141918655651719) | > loss_disc_real_3: 0.1926824003458023 (0.21432684617700865) | > loss_disc_real_4: 0.19572940468788147 (0.20528516462489746) | > loss_disc_real_5: 0.19761289656162262 (0.20705168416250996) | > loss_0: 2.061323404312134 (2.2009577066151063) | > grad_norm_0: tensor(10.6695, device='cuda:0') (tensor(17.7559, device='cuda:0')) | > loss_gen: 2.883568286895752 (2.7274357382930927) | > loss_kl: 1.4750748872756958 (1.4796968360445393) | > loss_feat: 7.789960861206055 (7.033491084824747) | > loss_mel: 21.346208572387695 (21.894759477074466) | > loss_duration: 2.155583381652832 (2.159765055820125) | > loss_1: 35.650394439697266 (35.29514802391849) | > grad_norm_1: tensor(240.1878, device='cuda:0') (tensor(185.6283, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3529 (0.3447964618455118) | > loader_time: 0.0039 (0.0034372628624759504)  --> TIME: 2024-06-10 15:33:19 -- STEP: 159/330 -- GLOBAL_STEP: 92450 | > loss_disc: 2.245624542236328 (2.2049814777554206) | > loss_disc_real_0: 0.10481050610542297 (0.12087067293952096) | > loss_disc_real_1: 0.17652972042560577 (0.20615538631407715) | > loss_disc_real_2: 0.19412186741828918 (0.21363656129102288) | > loss_disc_real_3: 0.18805408477783203 (0.2148723377371734) | > loss_disc_real_4: 0.1605100780725479 (0.20530154916850277) | > loss_disc_real_5: 0.1994715929031372 (0.20821419433227875) | > loss_0: 2.245624542236328 (2.2049814777554206) | > grad_norm_0: tensor(10.7427, device='cuda:0') (tensor(16.7346, device='cuda:0')) | > loss_gen: 2.646475315093994 (2.716125393813511) | > loss_kl: 1.423797369003296 (1.4710059001010916) | > loss_feat: 7.348398208618164 (7.0331935612660565) | > loss_mel: 22.3642578125 (21.87970302989647) | > loss_duration: 2.142716884613037 (2.1585834318736827) | > loss_1: 35.92564392089844 (35.258611235228734) | > grad_norm_1: tensor(66.4589, device='cuda:0') (tensor(173.7605, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3759 (0.3493923436170853) | > loader_time: 0.0046 (0.0035621610077672034)  --> TIME: 2024-06-10 15:33:28 -- STEP: 184/330 -- GLOBAL_STEP: 92475 | > loss_disc: 2.151078701019287 (2.2062226799519165) | > loss_disc_real_0: 0.09996375441551208 (0.12034830282968671) | > loss_disc_real_1: 0.21573381125926971 (0.2063314619514605) | > loss_disc_real_2: 0.2006717324256897 (0.21262597276464754) | > loss_disc_real_3: 0.21202704310417175 (0.21525469835361707) | > loss_disc_real_4: 0.1801411509513855 (0.2050905069741218) | > loss_disc_real_5: 0.18140724301338196 (0.2083323985014273) | > loss_0: 2.151078701019287 (2.2062226799519165) | > grad_norm_0: tensor(8.5749, device='cuda:0') (tensor(16.2140, device='cuda:0')) | > loss_gen: 2.6379456520080566 (2.7132075752900993) | > loss_kl: 1.5153148174285889 (1.4680378741544222) | > loss_feat: 7.256526947021484 (7.043157782243648) | > loss_mel: 21.351606369018555 (21.83878737947214) | > loss_duration: 2.1705985069274902 (2.1620384603738807) | > loss_1: 34.93199157714844 (35.22522899378902) | > grad_norm_1: tensor(80.2175, device='cuda:0') (tensor(174.8588, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3978 (0.35388306560723654) | > loader_time: 0.0047 (0.0037010648976201596)  --> TIME: 2024-06-10 15:33:38 -- STEP: 209/330 -- GLOBAL_STEP: 92500 | > loss_disc: 2.187154769897461 (2.205503235022989) | > loss_disc_real_0: 0.11570024490356445 (0.1219049263478181) | > loss_disc_real_1: 0.17425034940242767 (0.20609242547499504) | > loss_disc_real_2: 0.21610403060913086 (0.21277305669191351) | > loss_disc_real_3: 0.255210280418396 (0.21568847422679646) | > loss_disc_real_4: 0.2726132869720459 (0.2057901432639674) | > loss_disc_real_5: 0.25158897042274475 (0.20784220455936267) | > loss_0: 2.187154769897461 (2.205503235022989) | > grad_norm_0: tensor(6.5206, device='cuda:0') (tensor(15.8061, device='cuda:0')) | > loss_gen: 2.8129842281341553 (2.7171790919235437) | > loss_kl: 1.488520860671997 (1.4648248316568617) | > loss_feat: 7.171913146972656 (7.071527759424239) | > loss_mel: 21.818693161010742 (21.8170990738572) | > loss_duration: 2.2028889656066895 (2.1661231820092834) | > loss_1: 35.494998931884766 (35.23675381966187) | > grad_norm_1: tensor(106.7705, device='cuda:0') (tensor(167.7314, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.4101 (0.35901992400867494) | > loader_time: 0.0044 (0.0038542747497558594) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_92500.pth  --> TIME: 2024-06-10 15:33:54 -- STEP: 234/330 -- GLOBAL_STEP: 92525 | > loss_disc: 2.188289165496826 (2.205153285438181) | > loss_disc_real_0: 0.10238559544086456 (0.1218778572530828) | > loss_disc_real_1: 0.19895131886005402 (0.2068769516280064) | > loss_disc_real_2: 0.20585136115550995 (0.21329280065420347) | > loss_disc_real_3: 0.28689223527908325 (0.2150484355341675) | > loss_disc_real_4: 0.27008071541786194 (0.2045847826406487) | > loss_disc_real_5: 0.28091031312942505 (0.20764042526228815) | > loss_0: 2.188289165496826 (2.205153285438181) | > grad_norm_0: tensor(5.6161, device='cuda:0') (tensor(15.6680, device='cuda:0')) | > loss_gen: 2.9747567176818848 (2.7139160337611132) | > loss_kl: 1.4119460582733154 (1.4605322164348045) | > loss_feat: 7.407748222351074 (7.07606081881075) | > loss_mel: 20.323020935058594 (21.79763902354443) | > loss_duration: 2.2110202312469482 (2.1721077113070044) | > loss_1: 34.328495025634766 (35.22025569687547) | > grad_norm_1: tensor(172.9090, device='cuda:0') (tensor(166.0988, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.4052 (0.3629927421227478) | > loader_time: 0.0053 (0.003991335885137576)  --> TIME: 2024-06-10 15:34:04 -- STEP: 259/330 -- GLOBAL_STEP: 92550 | > loss_disc: 2.2732043266296387 (2.2069268654672354) | > loss_disc_real_0: 0.1419084668159485 (0.12251144385821111) | > loss_disc_real_1: 0.21442365646362305 (0.20707483304858665) | > loss_disc_real_2: 0.17193154990673065 (0.21324926269560707) | > loss_disc_real_3: 0.19296221435070038 (0.21491028333952988) | > loss_disc_real_4: 0.18125282227993011 (0.20432063799106936) | > loss_disc_real_5: 0.24520611763000488 (0.20784347731634456) | > loss_0: 2.2732043266296387 (2.2069268654672354) | > grad_norm_0: tensor(28.2727, device='cuda:0') (tensor(15.7410, device='cuda:0')) | > loss_gen: 2.6129209995269775 (2.7092828851869197) | > loss_kl: 1.501927375793457 (1.4586224049674956) | > loss_feat: 7.232392311096191 (7.085073548394282) | > loss_mel: 21.48318862915039 (21.772437202424147) | > loss_duration: 2.2644259929656982 (2.1779485701594115) | > loss_1: 35.09485626220703 (35.20336447167125) | > grad_norm_1: tensor(130.7885, device='cuda:0') (tensor(164.7828, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.3998 (0.3668796758393982) | > loader_time: 0.0062 (0.004127740859985352)  --> TIME: 2024-06-10 15:34:15 -- STEP: 284/330 -- GLOBAL_STEP: 92575 | > loss_disc: 2.3120269775390625 (2.20811680211148) | > loss_disc_real_0: 0.13618353009223938 (0.12260207995562486) | > loss_disc_real_1: 0.2981953024864197 (0.2086654770069979) | > loss_disc_real_2: 0.20156043767929077 (0.21372918559002205) | > loss_disc_real_3: 0.18527908623218536 (0.2153056604971349) | > loss_disc_real_4: 0.18726061284542084 (0.20390740829244464) | > loss_disc_real_5: 0.17433589696884155 (0.20735596907390677) | > loss_0: 2.3120269775390625 (2.20811680211148) | > grad_norm_0: tensor(20.8336, device='cuda:0') (tensor(15.9593, device='cuda:0')) | > loss_gen: 2.824725866317749 (2.711687569047362) | > loss_kl: 1.4239920377731323 (1.457905131746346) | > loss_feat: 7.597225666046143 (7.111978525846777) | > loss_mel: 21.39201545715332 (21.731964507573075) | > loss_duration: 2.278078079223633 (2.185276513788062) | > loss_1: 35.51603698730469 (35.198812135508405) | > grad_norm_1: tensor(301.2266, device='cuda:0') (tensor(168.6789, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.4459 (0.3721440770256686) | > loader_time: 0.0068 (0.004288283871932769)  --> TIME: 2024-06-10 15:34:27 -- STEP: 309/330 -- GLOBAL_STEP: 92600 | > loss_disc: 2.0976438522338867 (2.211945103595946) | > loss_disc_real_0: 0.14153969287872314 (0.12313591168054099) | > loss_disc_real_1: 0.21226996183395386 (0.20918116569036804) | > loss_disc_real_2: 0.23030228912830353 (0.21437095076713747) | > loss_disc_real_3: 0.18565776944160461 (0.21514800258438949) | > loss_disc_real_4: 0.20289118587970734 (0.20443367403494883) | > loss_disc_real_5: 0.174499049782753 (0.20747252093163898) | > loss_0: 2.0976438522338867 (2.211945103595946) | > grad_norm_0: tensor(59.3831, device='cuda:0') (tensor(16.9413, device='cuda:0')) | > loss_gen: 2.726947069168091 (2.711765449795521) | > loss_kl: 1.3263920545578003 (1.456853907856741) | > loss_feat: 7.222141742706299 (7.13720416868389) | > loss_mel: 20.339548110961914 (21.70403558305165) | > loss_duration: 2.366112232208252 (2.19522002098244) | > loss_1: 33.98114013671875 (35.20507907558803) | > grad_norm_1: tensor(330.3513, device='cuda:0') (tensor(174.8069, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.4919 (0.3796719602010781) | > loader_time: 0.008 (0.004485979049336948)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3527212142944336 (2.3527212142944336) | > loss_disc_real_0: 0.1830754578113556 (0.1830754578113556) | > loss_disc_real_1: 0.192697674036026 (0.192697674036026) | > loss_disc_real_2: 0.28304779529571533 (0.28304779529571533) | > loss_disc_real_3: 0.2692127823829651 (0.2692127823829651) | > loss_disc_real_4: 0.24689263105392456 (0.24689263105392456) | > loss_disc_real_5: 0.337878555059433 (0.337878555059433) | > loss_0: 2.3527212142944336 (2.3527212142944336) | > loss_gen: 2.866689920425415 (2.866689920425415) | > loss_kl: 1.6245040893554688 (1.6245040893554688) | > loss_feat: 5.4851603507995605 (5.4851603507995605) | > loss_mel: 22.176708221435547 (22.176708221435547) | > loss_duration: 2.700648546218872 (2.700648546218872) | > loss_1: 34.85371398925781 (34.85371398925781)  --> STEP: 1 | > loss_disc: 2.257765769958496 (2.257765769958496) | > loss_disc_real_0: 0.13427886366844177 (0.13427886366844177) | > loss_disc_real_1: 0.1387329399585724 (0.1387329399585724) | > loss_disc_real_2: 0.30682137608528137 (0.30682137608528137) | > loss_disc_real_3: 0.3758333623409271 (0.3758333623409271) | > loss_disc_real_4: 0.30792805552482605 (0.30792805552482605) | > loss_disc_real_5: 0.3117638826370239 (0.3117638826370239) | > loss_0: 2.257765769958496 (2.257765769958496) | > loss_gen: 3.4325215816497803 (3.4325215816497803) | > loss_kl: 1.7168495655059814 (1.7168495655059814) | > loss_feat: 6.367063045501709 (6.367063045501709) | > loss_mel: 24.364131927490234 (24.364131927490234) | > loss_duration: 2.3468289375305176 (2.3468289375305176) | > loss_1: 38.227394104003906 (38.227394104003906)  --> STEP: 2 | > loss_disc: 2.824387788772583 (2.5410767793655396) | > loss_disc_real_0: 0.24790780246257782 (0.1910933330655098) | > loss_disc_real_1: 0.21837164461612701 (0.1785522922873497) | > loss_disc_real_2: 0.3595546782016754 (0.3331880271434784) | > loss_disc_real_3: 0.407382994890213 (0.39160817861557007) | > loss_disc_real_4: 0.35344651341438293 (0.3306872844696045) | > loss_disc_real_5: 0.3634980320930481 (0.337630957365036) | > loss_0: 2.824387788772583 (2.5410767793655396) | > loss_gen: 2.631988525390625 (3.0322550535202026) | > loss_kl: 2.0626773834228516 (1.8897634744644165) | > loss_feat: 4.099193572998047 (5.233128309249878) | > loss_mel: 23.548328399658203 (23.95623016357422) | > loss_duration: 2.4234917163848877 (2.3851603269577026) | > loss_1: 34.76567840576172 (36.49653625488281)  --> STEP: 3 | > loss_disc: 2.07816481590271 (2.386772791544596) | > loss_disc_real_0: 0.07915927469730377 (0.1537819802761078) | > loss_disc_real_1: 0.21050237119197845 (0.1892023185888926) | > loss_disc_real_2: 0.32162895798683167 (0.3293350040912628) | > loss_disc_real_3: 0.2859676480293274 (0.3563946684201558) | > loss_disc_real_4: 0.3287966847419739 (0.3300570845603943) | > loss_disc_real_5: 0.2947143316268921 (0.32332541545232135) | > loss_0: 2.07816481590271 (2.386772791544596) | > loss_gen: 3.772557497024536 (3.279022534688314) | > loss_kl: 1.7003086805343628 (1.826611876487732) | > loss_feat: 7.155121326446533 (5.87379264831543) | > loss_mel: 21.582778930664062 (23.165079752604168) | > loss_duration: 2.1795949935913086 (2.3166385491689048) | > loss_1: 36.39036178588867 (36.4611447652181)  --> STEP: 4 | > loss_disc: 1.9070472717285156 (2.266841411590576) | > loss_disc_real_0: 0.14851319789886475 (0.15246478468179703) | > loss_disc_real_1: 0.15522094070911407 (0.18070697411894798) | > loss_disc_real_2: 0.3144071102142334 (0.32560303062200546) | > loss_disc_real_3: 0.23460310697555542 (0.32594677805900574) | > loss_disc_real_4: 0.16204945743083954 (0.2880551777780056) | > loss_disc_real_5: 0.20470421016216278 (0.2936701141297817) | > loss_0: 1.9070472717285156 (2.266841411590576) | > loss_gen: 3.607461452484131 (3.361132264137268) | > loss_kl: 1.7744214534759521 (1.813564270734787) | > loss_feat: 7.961111068725586 (6.395622253417969) | > loss_mel: 23.650753021240234 (23.286498069763184) | > loss_duration: 2.2428996562957764 (2.2982038259506226) | > loss_1: 39.23664474487305 (37.155019760131836)  --> STEP: 5 | > loss_disc: 2.3104543685913086 (2.2755640029907225) | > loss_disc_real_0: 0.1891613006591797 (0.15980408787727357) | > loss_disc_real_1: 0.2500503957271576 (0.1945756584405899) | > loss_disc_real_2: 0.28022003173828125 (0.3165264308452606) | > loss_disc_real_3: 0.24386830627918243 (0.30953108370304105) | > loss_disc_real_4: 0.2137581706047058 (0.27319577634334563) | > loss_disc_real_5: 0.2980654835700989 (0.29454918801784513) | > loss_0: 2.3104543685913086 (2.2755640029907225) | > loss_gen: 3.005133628845215 (3.2899325370788572) | > loss_kl: 1.4544897079467773 (1.741749358177185) | > loss_feat: 5.34708309173584 (6.185914421081543) | > loss_mel: 21.495697021484375 (22.928337860107423) | > loss_duration: 2.316103458404541 (2.3017837524414064) | > loss_1: 33.618507385253906 (36.44771728515625)  --> STEP: 6 | > loss_disc: 3.2736220359802246 (2.441907008488973) | > loss_disc_real_0: 0.2117820382118225 (0.1684670795996984) | > loss_disc_real_1: 0.16540244221687317 (0.18971345573663712) | > loss_disc_real_2: 0.4204505681991577 (0.33384712040424347) | > loss_disc_real_3: 0.48319268226623535 (0.33847468346357346) | > loss_disc_real_4: 0.5120771527290344 (0.3130093390742938) | > loss_disc_real_5: 0.5176548361778259 (0.33173346271117526) | > loss_0: 3.2736220359802246 (2.441907008488973) | > loss_gen: 2.693389654159546 (3.190508723258972) | > loss_kl: 1.410117745399475 (1.6864774227142334) | > loss_feat: 5.919210910797119 (6.141463836034139) | > loss_mel: 25.46051788330078 (23.35036786397298) | > loss_duration: 2.1728742122650146 (2.2802988290786743) | > loss_1: 37.65611267089844 (36.64911651611328)  --> STEP: 7 | > loss_disc: 2.8054182529449463 (2.4938371862683977) | > loss_disc_real_0: 0.20187939703464508 (0.17324026780469076) | > loss_disc_real_1: 0.19143524765968323 (0.18995942601135798) | > loss_disc_real_2: 0.29564452171325684 (0.3283896063055311) | > loss_disc_real_3: 0.3678302764892578 (0.3426683396100998) | > loss_disc_real_4: 0.3637448847293854 (0.3202572741678783) | > loss_disc_real_5: 0.41081947088241577 (0.34303146387849537) | > loss_0: 2.8054182529449463 (2.4938371862683977) | > loss_gen: 2.6855852603912354 (3.1183767999921526) | > loss_kl: 1.9739652872085571 (1.7275471176419939) | > loss_feat: 3.6291792392730713 (5.782566036496844) | > loss_mel: 21.3450927734375 (23.063899993896484) | > loss_duration: 2.398876905441284 (2.2972385542733327) | > loss_1: 32.03269958496094 (35.98962838309152)  --> STEP: 8 | > loss_disc: 3.1255903244018555 (2.57280632853508) | > loss_disc_real_0: 0.24708083271980286 (0.18247033841907978) | > loss_disc_real_1: 0.1681903451681137 (0.18723829090595245) | > loss_disc_real_2: 0.5461736917495728 (0.3556126169860363) | > loss_disc_real_3: 0.5514111518859863 (0.3687611911445856) | > loss_disc_real_4: 0.4835270941257477 (0.34066600166261196) | > loss_disc_real_5: 0.457437664270401 (0.35733223892748356) | > loss_0: 3.1255903244018555 (2.57280632853508) | > loss_gen: 3.5432562828063965 (3.171486735343933) | > loss_kl: 1.8064669370651245 (1.7374120950698853) | > loss_feat: 6.674083232879639 (5.894005686044693) | > loss_mel: 24.585954666137695 (23.254156827926636) | > loss_duration: 2.2428507804870605 (2.290440082550049) | > loss_1: 38.85261154174805 (36.347501277923584)  --> STEP: 9 | > loss_disc: 3.2481281757354736 (2.6478420893351235) | > loss_disc_real_0: 0.3387017846107483 (0.19982938799593183) | > loss_disc_real_1: 0.1886267066001892 (0.1873925593164232) | > loss_disc_real_2: 0.4944159686565399 (0.37103521161609226) | > loss_disc_real_3: 0.4422387480735779 (0.37692536413669586) | > loss_disc_real_4: 0.4858870804309845 (0.35680167708132005) | > loss_disc_real_5: 0.42331695556640625 (0.36466387410958606) | > loss_0: 3.2481281757354736 (2.6478420893351235) | > loss_gen: 2.7349047660827637 (3.1229776276482477) | > loss_kl: 1.3335784673690796 (1.692541691992018) | > loss_feat: 5.71217679977417 (5.87380247645908) | > loss_mel: 23.718143463134766 (23.305710898505318) | > loss_duration: 2.1817078590393066 (2.278358724382189) | > loss_1: 35.680511474609375 (36.27339129977756)  --> STEP: 10 | > loss_disc: 2.93489933013916 (2.676547813415527) | > loss_disc_real_0: 0.18721505999565125 (0.19856795519590378) | > loss_disc_real_1: 0.27207836508750916 (0.1958611398935318) | > loss_disc_real_2: 0.44738560914993286 (0.3786702513694763) | > loss_disc_real_3: 0.4178386628627777 (0.38101669400930405) | > loss_disc_real_4: 0.26669058203697205 (0.3477905675768852) | > loss_disc_real_5: 0.3988693058490753 (0.368084417283535) | > loss_0: 2.93489933013916 (2.676547813415527) | > loss_gen: 2.7456324100494385 (3.0852431058883667) | > loss_kl: 1.5618816614151 (1.679475688934326) | > loss_feat: 4.818708419799805 (5.768293070793152) | > loss_mel: 23.282730102539062 (23.30341281890869) | > loss_duration: 2.30788516998291 (2.281311368942261) | > loss_1: 34.71683883666992 (36.1177360534668)  --> STEP: 11 | > loss_disc: 2.5278849601745605 (2.6630330085754395) | > loss_disc_real_0: 0.08882524818181992 (0.1885913454673507) | > loss_disc_real_1: 0.2542838156223297 (0.20117229223251343) | > loss_disc_real_2: 0.2657121419906616 (0.36840133233503863) | > loss_disc_real_3: 0.3073967397212982 (0.3743239708922126) | > loss_disc_real_4: 0.27122029662132263 (0.3408296338536523) | > loss_disc_real_5: 0.2972717583179474 (0.3616469028321179) | > loss_0: 2.5278849601745605 (2.6630330085754395) | > loss_gen: 2.6930861473083496 (3.049592473290183) | > loss_kl: 1.7449556589126587 (1.685428413477811) | > loss_feat: 6.4009881019592285 (5.825810800899159) | > loss_mel: 22.881980895996094 (23.265100825916637) | > loss_duration: 2.452577829360962 (2.2968810471621426) | > loss_1: 36.173587799072266 (36.12281348488548)  --> STEP: 12 | > loss_disc: 2.5085816383361816 (2.6501620610555015) | > loss_disc_real_0: 0.21609821915626526 (0.1908835849414269) | > loss_disc_real_1: 0.25099578499794006 (0.20532424996296564) | > loss_disc_real_2: 0.29830724000930786 (0.36256015797456104) | > loss_disc_real_3: 0.3759884238243103 (0.37446267530322075) | > loss_disc_real_4: 0.2673082649707794 (0.33470285311341286) | > loss_disc_real_5: 0.3328087329864502 (0.3592437220116456) | > loss_0: 2.5085816383361816 (2.6501620610555015) | > loss_gen: 3.1135270595550537 (3.0549203554789224) | > loss_kl: 1.8616644144058228 (1.7001147468884785) | > loss_feat: 5.852790355682373 (5.828059097131093) | > loss_mel: 23.446903228759766 (23.280251026153564) | > loss_duration: 2.2382395267486572 (2.291994253794352) | > loss_1: 36.51312255859375 (36.15533924102783)  --> STEP: 13 | > loss_disc: 2.2987558841705322 (2.6231308166797342) | > loss_disc_real_0: 0.16962294280529022 (0.18924815093095487) | > loss_disc_real_1: 0.27405452728271484 (0.21061119437217712) | > loss_disc_real_2: 0.4234841465950012 (0.36724661863767183) | > loss_disc_real_3: 0.3840235471725464 (0.37519812698547655) | > loss_disc_real_4: 0.269948273897171 (0.32972173163524043) | > loss_disc_real_5: 0.2502666413784027 (0.3508608696552423) | > loss_0: 2.2987558841705322 (2.6231308166797342) | > loss_gen: 3.984524726867676 (3.126428384047288) | > loss_kl: 1.125251293182373 (1.6558944812187781) | > loss_feat: 7.44293737411499 (5.952280503052932) | > loss_mel: 22.6202335357666 (23.22948044996995) | > loss_duration: 2.109739065170288 (2.2779746239001932) | > loss_1: 37.282684326171875 (36.24205809373122)  --> STEP: 14 | > loss_disc: 2.2356438636779785 (2.595453177179609) | > loss_disc_real_0: 0.1669466346502304 (0.18765518548233168) | > loss_disc_real_1: 0.19997866451740265 (0.20985172795397894) | > loss_disc_real_2: 0.19670844078063965 (0.3550653202193124) | > loss_disc_real_3: 0.24274994432926178 (0.36573754251003265) | > loss_disc_real_4: 0.21499067544937134 (0.3215266561933926) | > loss_disc_real_5: 0.2857401967048645 (0.3462093930159296) | > loss_0: 2.2356438636779785 (2.595453177179609) | > loss_gen: 2.8173844814300537 (3.1043538195746287) | > loss_kl: 1.587036371231079 (1.6509760447910853) | > loss_feat: 6.7988128662109375 (6.01274710042136) | > loss_mel: 24.279876708984375 (23.304508754185267) | > loss_duration: 2.2957565784454346 (2.2792447635105675) | > loss_1: 37.778865814208984 (36.35183007376534)  --> STEP: 15 | > loss_disc: 2.578214406967163 (2.594303925832113) | > loss_disc_real_0: 0.23736469447612762 (0.19096915274858475) | > loss_disc_real_1: 0.1985422521829605 (0.20909776290257773) | > loss_disc_real_2: 0.3541603088378906 (0.3550049861272176) | > loss_disc_real_3: 0.47731173038482666 (0.37317582170168556) | > loss_disc_real_4: 0.3779906928539276 (0.3252909253040949) | > loss_disc_real_5: 0.24708129465579987 (0.3396008531252543) | > loss_0: 2.578214406967163 (2.594303925832113) | > loss_gen: 3.325448989868164 (3.1190934975941977) | > loss_kl: 1.6707631349563599 (1.652295184135437) | > loss_feat: 7.285824775695801 (6.097618945439657) | > loss_mel: 22.986251831054688 (23.283291625976563) | > loss_duration: 2.280244827270508 (2.279311434427897) | > loss_1: 37.54853057861328 (36.431610107421875)  --> STEP: 16 | > loss_disc: 2.628659248352051 (2.5964511334896088) | > loss_disc_real_0: 0.24981287121772766 (0.19464688515290618) | > loss_disc_real_1: 0.2530820667743683 (0.21184678189456463) | > loss_disc_real_2: 0.35493865609169006 (0.35500084049999714) | > loss_disc_real_3: 0.32301390171051025 (0.37004070170223713) | > loss_disc_real_4: 0.2860797941684723 (0.32284022960811853) | > loss_disc_real_5: 0.259248822927475 (0.3345788512378931) | > loss_0: 2.628659248352051 (2.5964511334896088) | > loss_gen: 3.084202527999878 (3.1169128119945526) | > loss_kl: 1.2980905771255493 (1.630157396197319) | > loss_feat: 6.646882057189941 (6.131947889924049) | > loss_mel: 22.555652618408203 (23.23781418800354) | > loss_duration: 2.3788866996765137 (2.2855348885059357) | > loss_1: 35.963714599609375 (36.402366638183594)  --> STEP: 17 | > loss_disc: 2.9817755222320557 (2.6191172740038704) | > loss_disc_real_0: 0.21322278678417206 (0.195739585248863) | > loss_disc_real_1: 0.31316617131233215 (0.2178067459779627) | > loss_disc_real_2: 0.5213925242424011 (0.36478858660249147) | > loss_disc_real_3: 0.37208661437034607 (0.3701610495062435) | > loss_disc_real_4: 0.34559205174446106 (0.3241785720867269) | > loss_disc_real_5: 0.4638337194919586 (0.3421820787822499) | > loss_0: 2.9817755222320557 (2.6191172740038704) | > loss_gen: 3.4921603202819824 (3.1389861948349895) | > loss_kl: 1.3804781436920166 (1.6154703813440658) | > loss_feat: 4.84031867980957 (6.055969701093786) | > loss_mel: 21.840267181396484 (23.155605540556067) | > loss_duration: 2.341279983520508 (2.2888140117420868) | > loss_1: 33.89450454711914 (36.25484533870922)  --> STEP: 18 | > loss_disc: 2.7649970054626465 (2.627221703529358) | > loss_disc_real_0: 0.16778896749019623 (0.1941867731511593) | > loss_disc_real_1: 0.17800205945968628 (0.21559537450472513) | > loss_disc_real_2: 0.4547242820262909 (0.3697850141260359) | > loss_disc_real_3: 0.40032321214675903 (0.3718367252084944) | > loss_disc_real_4: 0.47394752502441406 (0.33249906947215396) | > loss_disc_real_5: 0.3970922529697418 (0.34523264401488835) | > loss_0: 2.7649970054626465 (2.627221703529358) | > loss_gen: 3.341568946838379 (3.1502407921685114) | > loss_kl: 1.7366842031478882 (1.6222044825553894) | > loss_feat: 8.142528533935547 (6.171889636251661) | > loss_mel: 24.49481964111328 (23.230006323920357) | > loss_duration: 2.194251298904419 (2.28356052769555) | > loss_1: 39.90985107421875 (36.45790121290419)  --> STEP: 19 | > loss_disc: 2.2816479206085205 (2.6090336096914193) | > loss_disc_real_0: 0.1994924694299698 (0.19446602032372826) | > loss_disc_real_1: 0.2237762063741684 (0.2160259446031169) | > loss_disc_real_2: 0.2826991081237793 (0.365201545389075) | > loss_disc_real_3: 0.2862747013568878 (0.3673334607952519) | > loss_disc_real_4: 0.279452383518219 (0.3297071386324732) | > loss_disc_real_5: 0.31223875284194946 (0.34349612342683894) | > loss_0: 2.2816479206085205 (2.6090336096914193) | > loss_gen: 3.3145482540130615 (3.1588885533182243) | > loss_kl: 1.2841033935546875 (1.6044096883974577) | > loss_feat: 5.22412109375 (6.122007081383153) | > loss_mel: 19.49236297607422 (23.033288252981084) | > loss_duration: 2.335965156555176 (2.286318666056583) | > loss_1: 31.651100158691406 (36.2049116837351)  --> STEP: 20 | > loss_disc: 2.400144100189209 (2.5985891342163088) | > loss_disc_real_0: 0.14377038180828094 (0.1919312383979559) | > loss_disc_real_1: 0.17839424312114716 (0.2141443595290184) | > loss_disc_real_2: 0.3383038341999054 (0.36385665982961657) | > loss_disc_real_3: 0.29434314370155334 (0.363683944940567) | > loss_disc_real_4: 0.3115188777446747 (0.3287977255880833) | > loss_disc_real_5: 0.2408953458070755 (0.33836608454585076) | > loss_0: 2.400144100189209 (2.5985891342163088) | > loss_gen: 2.896397352218628 (3.1457639932632446) | > loss_kl: 1.4066323041915894 (1.5945208191871643) | > loss_feat: 5.664088249206543 (6.0991111397743225) | > loss_mel: 23.18415641784668 (23.040831661224363) | > loss_duration: 2.359879970550537 (2.2899967312812803) | > loss_1: 35.51115417480469 (36.17022380828858)  --> STEP: 21 | > loss_disc: 2.3218994140625 (2.5854134332566034) | > loss_disc_real_0: 0.2485186755657196 (0.1946258782630875) | > loss_disc_real_1: 0.21749545633792877 (0.21430393556753793) | > loss_disc_real_2: 0.39374080300331116 (0.36527971426645917) | > loss_disc_real_3: 0.2691265046596527 (0.3591812096890949) | > loss_disc_real_4: 0.2174343764781952 (0.3234947089638029) | > loss_disc_real_5: 0.26082324981689453 (0.33467356860637665) | > loss_0: 2.3218994140625 (2.5854134332566034) | > loss_gen: 3.33670711517334 (3.154856522878011) | > loss_kl: 1.4218131303787231 (1.5862966435296195) | > loss_feat: 6.4320478439331055 (6.114965268543789) | > loss_mel: 21.722639083862305 (22.978060586111884) | > loss_duration: 2.2160542011260986 (2.286475658416748) | > loss_1: 35.1292610168457 (36.12065415155321)  --> STEP: 22 | > loss_disc: 2.432644844055176 (2.5784694064747202) | > loss_disc_real_0: 0.15195505321025848 (0.19268629530614073) | > loss_disc_real_1: 0.12678620219230652 (0.2103258567777547) | > loss_disc_real_2: 0.3577239215373993 (0.36493626914241095) | > loss_disc_real_3: 0.36297139525413513 (0.3593534908511422) | > loss_disc_real_4: 0.356513649225235 (0.32499556988477707) | > loss_disc_real_5: 0.32288601994514465 (0.334137770939957) | > loss_0: 2.432644844055176 (2.5784694064747202) | > loss_gen: 3.1925783157348633 (3.15657114982605) | > loss_kl: 1.4973266124725342 (1.5822525512088428) | > loss_feat: 7.736753463745117 (6.188682913780212) | > loss_mel: 22.00596809387207 (22.933874563737348) | > loss_duration: 2.220963954925537 (2.283497853712602) | > loss_1: 36.653587341308594 (36.14487838745118)  --> STEP: 23 | > loss_disc: 3.030972957611084 (2.5981434739154317) | > loss_disc_real_0: 0.24235615134239197 (0.19484585426423862) | > loss_disc_real_1: 0.2593991160392761 (0.21245947674564694) | > loss_disc_real_2: 0.5070843696594238 (0.37111662133880285) | > loss_disc_real_3: 0.49783849716186523 (0.3653745780820432) | > loss_disc_real_4: 0.4676673710346222 (0.33119869167390076) | > loss_disc_real_5: 0.3103363513946533 (0.33310292661190033) | > loss_0: 3.030972957611084 (2.5981434739154317) | > loss_gen: 3.2448859214782715 (3.160410922506581) | > loss_kl: 1.3869349956512451 (1.5737604835759038) | > loss_feat: 7.398648738861084 (6.241290123566337) | > loss_mel: 21.24948501586914 (22.860640235569168) | > loss_duration: 2.341683864593506 (2.2860276802726416) | > loss_1: 35.62163543701172 (36.12212869395381)  --> STEP: 24 | > loss_disc: 2.3053531646728516 (2.585943877696991) | > loss_disc_real_0: 0.21183162927627563 (0.19555359488974014) | > loss_disc_real_1: 0.27025333046913147 (0.21486755398412546) | > loss_disc_real_2: 0.3173520863056183 (0.3688764323790868) | > loss_disc_real_3: 0.2815398871898651 (0.36188146596153575) | > loss_disc_real_4: 0.26186734437942505 (0.32830988553663093) | > loss_disc_real_5: 0.3335544764995575 (0.3331217411905527) | > loss_0: 2.3053531646728516 (2.585943877696991) | > loss_gen: 3.4480929374694824 (3.1723976731300354) | > loss_kl: 1.688206434249878 (1.578529064853986) | > loss_feat: 6.976948261260986 (6.271942545970281) | > loss_mel: 21.709428787231445 (22.812673091888428) | > loss_duration: 2.395552158355713 (2.2905912001927695) | > loss_1: 36.218231201171875 (36.1261329650879)  --> STEP: 25 | > loss_disc: 2.8040590286254883 (2.594668483734131) | > loss_disc_real_0: 0.1643550544977188 (0.1943056532740593) | > loss_disc_real_1: 0.13587738573551178 (0.2117079472541809) | > loss_disc_real_2: 0.3757094740867615 (0.3691497540473938) | > loss_disc_real_3: 0.4548024535179138 (0.3655983054637909) | > loss_disc_real_4: 0.4400510787963867 (0.3327795332670212) | > loss_disc_real_5: 0.4573964476585388 (0.33809272944927216) | > loss_0: 2.8040590286254883 (2.594668483734131) | > loss_gen: 2.9822585582733154 (3.1647921085357664) | > loss_kl: 1.2308274507522583 (1.564621000289917) | > loss_feat: 6.842235565185547 (6.294754266738892) | > loss_mel: 21.461034774780273 (22.7586075592041) | > loss_duration: 2.3801114559173584 (2.294172010421753) | > loss_1: 34.89646911621094 (36.07694641113282)  --> STEP: 26 | > loss_disc: 3.301060199737549 (2.6218373958881083) | > loss_disc_real_0: 0.3179713189601898 (0.19906202503121817) | > loss_disc_real_1: 0.2093035876750946 (0.21161547188575452) | > loss_disc_real_2: 0.4316376745700836 (0.3715531356059588) | > loss_disc_real_3: 0.35921233892440796 (0.3653526913661223) | > loss_disc_real_4: 0.44967788457870483 (0.3372756237020859) | > loss_disc_real_5: 0.24829518795013428 (0.33463897785315144) | > loss_0: 3.301060199737549 (2.6218373958881083) | > loss_gen: 1.9734290838241577 (3.1189704537391663) | > loss_kl: 1.353201150894165 (1.5564894676208496) | > loss_feat: 3.9843297004699707 (6.2058917834208565) | > loss_mel: 14.797847747802734 (22.452424489534817) | > loss_duration: 2.3233609199523926 (2.295294660788316) | > loss_1: 24.43216896057129 (35.629070355341995) --> EVAL PERFORMANCE | > avg_loader_time: 0.002402323942918044 (+5.899942838228679e-05) | > avg_loss_disc: 2.6218373958881083 (+0.15128153104048492) | > avg_loss_disc_real_0: 0.19906202503121817 (+0.05326907809537193) | > avg_loss_disc_real_1: 0.21161547188575452 (-0.03337588218542245) | > avg_loss_disc_real_2: 0.3715531356059588 (+0.05566797634729975) | > avg_loss_disc_real_3: 0.3653526913661223 (+0.04071082747899568) | > avg_loss_disc_real_4: 0.3372756237020859 (+0.04220838042405939) | > avg_loss_disc_real_5: 0.33463897785315144 (+0.054174755055170776) | > avg_loss_0: 2.6218373958881083 (+0.15128153104048492) | > avg_loss_gen: 3.1189704537391663 (+0.3171355311687174) | > avg_loss_kl: 1.5564894676208496 (-0.20442970899435187) | > avg_loss_feat: 6.2058917834208565 (-0.5202624889520484) | > avg_loss_mel: 22.452424489534817 (-0.6908368330735435) | > avg_loss_duration: 2.295294660788316 (+0.016197387988750922) | > avg_loss_1: 35.629070355341995 (-1.0821960889376)  > EPOCH: 14/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:34:57)   --> TIME: 2024-06-10 15:34:59 -- STEP: 4/330 -- GLOBAL_STEP: 92625 | > loss_disc: 2.3688435554504395 (2.3475468158721924) | > loss_disc_real_0: 0.17739903926849365 (0.13335535302758217) | > loss_disc_real_1: 0.26518726348876953 (0.21994827315211296) | > loss_disc_real_2: 0.21787872910499573 (0.19383279979228973) | > loss_disc_real_3: 0.18112416565418243 (0.22854074835777283) | > loss_disc_real_4: 0.18791750073432922 (0.2238803431391716) | > loss_disc_real_5: 0.22070161998271942 (0.25599027052521706) | > loss_0: 2.3688435554504395 (2.3475468158721924) | > grad_norm_0: tensor(13.9810, device='cuda:0') (tensor(15.4851, device='cuda:0')) | > loss_gen: 2.3808505535125732 (2.490148603916168) | > loss_kl: 1.556860089302063 (1.4075105786323547) | > loss_feat: 5.419342041015625 (6.113046407699585) | > loss_mel: 21.894285202026367 (22.74838876724243) | > loss_duration: 2.5363268852233887 (2.4880653023719788) | > loss_1: 33.787662506103516 (35.247159004211426) | > grad_norm_1: tensor(221.7758, device='cuda:0') (tensor(124.2981, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3286 (0.3237461447715759) | > loader_time: 0.0029 (0.002902209758758545)  --> TIME: 2024-06-10 15:35:07 -- STEP: 29/330 -- GLOBAL_STEP: 92650 | > loss_disc: 2.172780990600586 (2.2362977554058205) | > loss_disc_real_0: 0.09903725981712341 (0.13066187192653791) | > loss_disc_real_1: 0.211887389421463 (0.2021439907879665) | > loss_disc_real_2: 0.24542172253131866 (0.21368794605649752) | > loss_disc_real_3: 0.2427825629711151 (0.2204584027158803) | > loss_disc_real_4: 0.19299142062664032 (0.20390132737570796) | > loss_disc_real_5: 0.2587073743343353 (0.22089271247386932) | > loss_0: 2.172780990600586 (2.2362977554058205) | > grad_norm_0: tensor(5.4134, device='cuda:0') (tensor(12.9126, device='cuda:0')) | > loss_gen: 2.7053256034851074 (2.634859249509614) | > loss_kl: 1.659109354019165 (1.4563896656036377) | > loss_feat: 6.361982822418213 (6.687656714998442) | > loss_mel: 21.6522216796875 (21.952932094705517) | > loss_duration: 2.1802587509155273 (2.2418770050180368) | > loss_1: 34.55889892578125 (34.97371502580312) | > grad_norm_1: tensor(163.8842, device='cuda:0') (tensor(118.8085, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3382 (0.33357141757833547) | > loader_time: 0.0031 (0.002960196856794686)  --> TIME: 2024-06-10 15:35:16 -- STEP: 54/330 -- GLOBAL_STEP: 92675 | > loss_disc: 2.2274904251098633 (2.2113654657646458) | > loss_disc_real_0: 0.13273197412490845 (0.1298856112968039) | > loss_disc_real_1: 0.19052693247795105 (0.20259043519143705) | > loss_disc_real_2: 0.20059780776500702 (0.2152935790794867) | > loss_disc_real_3: 0.19432084262371063 (0.21663109571845443) | > loss_disc_real_4: 0.18264615535736084 (0.2031294811103079) | > loss_disc_real_5: 0.18893912434577942 (0.21412467928948226) | > loss_0: 2.2274904251098633 (2.2113654657646458) | > grad_norm_0: tensor(13.4645, device='cuda:0') (tensor(12.1624, device='cuda:0')) | > loss_gen: 2.4918012619018555 (2.6622531723093097) | > loss_kl: 1.4770854711532593 (1.465799252192179) | > loss_feat: 6.994156360626221 (6.822926176918878) | > loss_mel: 22.5363712310791 (21.851486488624865) | > loss_duration: 2.12270450592041 (2.1893030095983446) | > loss_1: 35.62211990356445 (34.99176802458587) | > grad_norm_1: tensor(129.2937, device='cuda:0') (tensor(132.8443, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3517 (0.3369071836824771) | > loader_time: 0.0034 (0.0031085676617092555)  --> TIME: 2024-06-10 15:35:25 -- STEP: 79/330 -- GLOBAL_STEP: 92700 | > loss_disc: 2.1126770973205566 (2.198812193508389) | > loss_disc_real_0: 0.16272307932376862 (0.12734580747311636) | > loss_disc_real_1: 0.1729438304901123 (0.2014938783419283) | > loss_disc_real_2: 0.23495668172836304 (0.21622110526018504) | > loss_disc_real_3: 0.2220282107591629 (0.21404817153381395) | > loss_disc_real_4: 0.21864266693592072 (0.2039296291296995) | > loss_disc_real_5: 0.20859242975711823 (0.21135512296157546) | > loss_0: 2.1126770973205566 (2.198812193508389) | > grad_norm_0: tensor(14.5641, device='cuda:0') (tensor(11.6397, device='cuda:0')) | > loss_gen: 2.9551966190338135 (2.6787549755241296) | > loss_kl: 1.4344208240509033 (1.4680332518831083) | > loss_feat: 7.571664810180664 (6.913052063954027) | > loss_mel: 21.8917179107666 (21.83682714534711) | > loss_duration: 2.106642246246338 (2.1672171007228815) | > loss_1: 35.95964431762695 (35.06388463853282) | > grad_norm_1: tensor(122.2546, device='cuda:0') (tensor(131.8534, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3531 (0.34201625932621044) | > loader_time: 0.0037 (0.003247073934048037)  --> TIME: 2024-06-10 15:35:34 -- STEP: 104/330 -- GLOBAL_STEP: 92725 | > loss_disc: 2.0722780227661133 (2.188737485271233) | > loss_disc_real_0: 0.133501797914505 (0.12600015290081512) | > loss_disc_real_1: 0.27587881684303284 (0.2017105330641453) | > loss_disc_real_2: 0.23933516442775726 (0.2166546729321663) | > loss_disc_real_3: 0.17101840674877167 (0.2126305874150533) | > loss_disc_real_4: 0.15332014858722687 (0.20164588179725867) | > loss_disc_real_5: 0.1404026448726654 (0.20805047323497441) | > loss_0: 2.0722780227661133 (2.188737485271233) | > grad_norm_0: tensor(14.0755, device='cuda:0') (tensor(12.8007, device='cuda:0')) | > loss_gen: 2.8927841186523438 (2.6858674356570598) | > loss_kl: 1.4362449645996094 (1.455969114716236) | > loss_feat: 7.748569965362549 (6.969043580385355) | > loss_mel: 21.720441818237305 (21.82441889322721) | > loss_duration: 2.15755558013916 (2.1595100026864276) | > loss_1: 35.955596923828125 (35.09480898196882) | > grad_norm_1: tensor(209.9295, device='cuda:0') (tensor(143.5742, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.359 (0.34577779357249916) | > loader_time: 0.0036 (0.0033606199117807243)  --> TIME: 2024-06-10 15:35:43 -- STEP: 129/330 -- GLOBAL_STEP: 92750 | > loss_disc: 2.064382791519165 (2.1798680909844323) | > loss_disc_real_0: 0.0701863244175911 (0.12466934265554419) | > loss_disc_real_1: 0.2005305141210556 (0.2018559204284535) | > loss_disc_real_2: 0.25538960099220276 (0.21649359339891477) | > loss_disc_real_3: 0.2349645495414734 (0.21229450739631356) | > loss_disc_real_4: 0.22102797031402588 (0.20233562057332474) | > loss_disc_real_5: 0.20084728300571442 (0.2070335430461307) | > loss_0: 2.064382791519165 (2.1798680909844323) | > grad_norm_0: tensor(14.6058, device='cuda:0') (tensor(14.0414, device='cuda:0')) | > loss_gen: 2.719590902328491 (2.7129893450773954) | > loss_kl: 1.3610813617706299 (1.4487430790598075) | > loss_feat: 7.059501647949219 (7.053841572399287) | > loss_mel: 21.78073501586914 (21.837242555248643) | > loss_duration: 2.128173828125 (2.1560192551723754) | > loss_1: 35.04907989501953 (35.20883583837702) | > grad_norm_1: tensor(128.8104, device='cuda:0') (tensor(156.4660, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3575 (0.34831301186435903) | > loader_time: 0.0037 (0.003455903178961702)  --> TIME: 2024-06-10 15:35:53 -- STEP: 154/330 -- GLOBAL_STEP: 92775 | > loss_disc: 1.9679269790649414 (2.16912614602547) | > loss_disc_real_0: 0.053510889410972595 (0.12209168057163045) | > loss_disc_real_1: 0.18191993236541748 (0.20132709391318362) | > loss_disc_real_2: 0.21432678401470184 (0.214697569318406) | > loss_disc_real_3: 0.17206664383411407 (0.21108992378433025) | > loss_disc_real_4: 0.18020807206630707 (0.20161782901782493) | > loss_disc_real_5: 0.17477723956108093 (0.20641150344888887) | > loss_0: 1.9679269790649414 (2.16912614602547) | > grad_norm_0: tensor(18.1120, device='cuda:0') (tensor(15.2806, device='cuda:0')) | > loss_gen: 2.8192317485809326 (2.7270363135771305) | > loss_kl: 1.261385440826416 (1.4442711023541237) | > loss_feat: 7.9277472496032715 (7.102802400465135) | > loss_mel: 21.505210876464844 (21.808570824660265) | > loss_duration: 2.1291863918304443 (2.1551288877214714) | > loss_1: 35.64276123046875 (35.237809614701725) | > grad_norm_1: tensor(226.7411, device='cuda:0') (tensor(173.5518, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3689 (0.35101909451670454) | > loader_time: 0.0042 (0.0035723819361104595)  --> TIME: 2024-06-10 15:36:02 -- STEP: 179/330 -- GLOBAL_STEP: 92800 | > loss_disc: 2.325493335723877 (2.1702526048575) | > loss_disc_real_0: 0.06546565890312195 (0.12178469836378901) | > loss_disc_real_1: 0.1532759964466095 (0.20234658648181897) | > loss_disc_real_2: 0.19209301471710205 (0.21466971234569338) | > loss_disc_real_3: 0.22545334696769714 (0.21191953105966468) | > loss_disc_real_4: 0.21184547245502472 (0.2023161725458486) | > loss_disc_real_5: 0.21345970034599304 (0.20604921685916752) | > loss_0: 2.325493335723877 (2.1702526048575) | > grad_norm_0: tensor(24.0927, device='cuda:0') (tensor(17.0961, device='cuda:0')) | > loss_gen: 2.5086216926574707 (2.736021964909643) | > loss_kl: 1.5162750482559204 (1.4413409559420365) | > loss_feat: 7.0694169998168945 (7.141690683098479) | > loss_mel: 21.26925277709961 (21.7714735382762) | > loss_duration: 2.185723304748535 (2.1583948854627564) | > loss_1: 34.54928970336914 (35.2489221455665) | > grad_norm_1: tensor(181.0101, device='cuda:0') (tensor(188.1040, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3833 (0.354567268041259) | > loader_time: 0.0048 (0.0036980120163390092)  --> TIME: 2024-06-10 15:36:12 -- STEP: 204/330 -- GLOBAL_STEP: 92825 | > loss_disc: 2.076197862625122 (2.1689824245723996) | > loss_disc_real_0: 0.1276051253080368 (0.12159557797599076) | > loss_disc_real_1: 0.2655778229236603 (0.20286357921420362) | > loss_disc_real_2: 0.24023082852363586 (0.21451696373668372) | > loss_disc_real_3: 0.19840528070926666 (0.2120266529713191) | > loss_disc_real_4: 0.17077985405921936 (0.20280163048529157) | > loss_disc_real_5: 0.21049457788467407 (0.20585289385681058) | > loss_0: 2.076197862625122 (2.1689824245723996) | > grad_norm_0: tensor(8.7130, device='cuda:0') (tensor(16.9342, device='cuda:0')) | > loss_gen: 2.902872085571289 (2.730086442302253) | > loss_kl: 1.4468010663986206 (1.443608302111719) | > loss_feat: 8.21849536895752 (7.140724665978375) | > loss_mel: 22.375898361206055 (21.72658891303866) | > loss_duration: 2.135091781616211 (2.16344511275198) | > loss_1: 37.07916259765625 (35.20445352442128) | > grad_norm_1: tensor(63.2930, device='cuda:0') (tensor(186.8992, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.3912 (0.35854093467488) | > loader_time: 0.0053 (0.003840958370881922)  --> TIME: 2024-06-10 15:36:22 -- STEP: 229/330 -- GLOBAL_STEP: 92850 | > loss_disc: 2.1269853115081787 (2.1747885682176795) | > loss_disc_real_0: 0.1014990359544754 (0.12335763643922767) | > loss_disc_real_1: 0.20792759954929352 (0.20339732561829832) | > loss_disc_real_2: 0.20442014932632446 (0.21482517332749596) | > loss_disc_real_3: 0.19432850182056427 (0.21231740283653722) | > loss_disc_real_4: 0.20322786271572113 (0.20345474174449538) | > loss_disc_real_5: 0.20551562309265137 (0.205663333423273) | > loss_0: 2.1269853115081787 (2.1747885682176795) | > grad_norm_0: tensor(13.5552, device='cuda:0') (tensor(16.5265, device='cuda:0')) | > loss_gen: 2.7404189109802246 (2.723855295556079) | > loss_kl: 1.5047029256820679 (1.4448595541533422) | > loss_feat: 7.1100029945373535 (7.144937050915181) | > loss_mel: 22.066253662109375 (21.715309751085837) | > loss_duration: 2.252167224884033 (2.169224439229509) | > loss_1: 35.673545837402344 (35.19818619973799) | > grad_norm_1: tensor(199.8062, device='cuda:0') (tensor(185.1938, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.4057 (0.3627296587265214) | > loader_time: 0.005 (0.004000971931557468)  --> TIME: 2024-06-10 15:36:33 -- STEP: 254/330 -- GLOBAL_STEP: 92875 | > loss_disc: 2.2096593379974365 (2.175154030323026) | > loss_disc_real_0: 0.15667405724525452 (0.12322071825308127) | > loss_disc_real_1: 0.198760986328125 (0.2041767413808605) | > loss_disc_real_2: 0.18286365270614624 (0.2147746003988221) | > loss_disc_real_3: 0.15982091426849365 (0.21211204707153197) | > loss_disc_real_4: 0.14303164184093475 (0.20334919811937752) | > loss_disc_real_5: 0.18735596537590027 (0.20496017368525032) | > loss_0: 2.2096593379974365 (2.175154030323026) | > grad_norm_0: tensor(12.1408, device='cuda:0') (tensor(16.2131, device='cuda:0')) | > loss_gen: 2.37823748588562 (2.728118557629621) | > loss_kl: 1.5857257843017578 (1.4484536511691535) | > loss_feat: 7.228602409362793 (7.175059476236659) | > loss_mel: 21.840726852416992 (21.681840055570824) | > loss_duration: 2.189208984375 (2.1743073576078658) | > loss_1: 35.222503662109375 (35.20777917095999) | > grad_norm_1: tensor(185.5054, device='cuda:0') (tensor(181.8552, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.438 (0.367614400668407) | > loader_time: 0.0055 (0.004188349866491603)  --> TIME: 2024-06-10 15:36:44 -- STEP: 279/330 -- GLOBAL_STEP: 92900 | > loss_disc: 2.3749735355377197 (2.178286436638095) | > loss_disc_real_0: 0.09921053051948547 (0.12332815423233964) | > loss_disc_real_1: 0.25490328669548035 (0.20434568854429389) | > loss_disc_real_2: 0.20713788270950317 (0.21481726246495403) | > loss_disc_real_3: 0.24102704226970673 (0.2127123096403682) | > loss_disc_real_4: 0.23316456377506256 (0.20324264984831591) | > loss_disc_real_5: 0.23034843802452087 (0.20557387685903933) | > loss_0: 2.3749735355377197 (2.178286436638095) | > grad_norm_0: tensor(14.5312, device='cuda:0') (tensor(15.8693, device='cuda:0')) | > loss_gen: 2.771623373031616 (2.730182235813481) | > loss_kl: 1.5451096296310425 (1.4551582943154067) | > loss_feat: 8.006563186645508 (7.199972149291773) | > loss_mel: 21.17483139038086 (21.659987213791062) | > loss_duration: 2.22994327545166 (2.1816901853007673) | > loss_1: 35.72806930541992 (35.226990156276294) | > grad_norm_1: tensor(111.7924, device='cuda:0') (tensor(176.8340, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.4285 (0.3724949564985049) | > loader_time: 0.0062 (0.004350881849993087)  --> TIME: 2024-06-10 15:36:56 -- STEP: 304/330 -- GLOBAL_STEP: 92925 | > loss_disc: 2.4141745567321777 (2.179684371148284) | > loss_disc_real_0: 0.1814471185207367 (0.1233704911888038) | > loss_disc_real_1: 0.22428634762763977 (0.20460790263390854) | > loss_disc_real_2: 0.26869621872901917 (0.21516513447032173) | > loss_disc_real_3: 0.273964524269104 (0.21183381930581824) | > loss_disc_real_4: 0.24585138261318207 (0.20283171632572225) | > loss_disc_real_5: 0.24061764776706696 (0.2063867187029437) | > loss_0: 2.4141745567321777 (2.179684371148284) | > grad_norm_0: tensor(27.5941, device='cuda:0') (tensor(16.1059, device='cuda:0')) | > loss_gen: 2.7492635250091553 (2.7370417321983114) | > loss_kl: 1.4988595247268677 (1.4574633652442377) | > loss_feat: 8.136080741882324 (7.252097583130786) | > loss_mel: 21.477291107177734 (21.646441949041268) | > loss_duration: 2.309481620788574 (2.1907042319837386) | > loss_1: 36.17097854614258 (35.28374897806272) | > grad_norm_1: tensor(126.1729, device='cuda:0') (tensor(174.5957, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.4628 (0.3802440331170433) | > loader_time: 0.0063 (0.004523194149920816)  --> TIME: 2024-06-10 15:37:22 -- STEP: 329/330 -- GLOBAL_STEP: 92950 | > loss_disc: 2.322584867477417 (2.1828430608413134) | > loss_disc_real_0: 0.12982432544231415 (0.12324592009141455) | > loss_disc_real_1: 0.2741023898124695 (0.20575320448918907) | > loss_disc_real_2: 0.15797272324562073 (0.21498118843713437) | > loss_disc_real_3: 0.20878557860851288 (0.2119845133331408) | > loss_disc_real_4: 0.22863569855690002 (0.20284965946862762) | > loss_disc_real_5: 0.24655205011367798 (0.20669828391546174) | > loss_0: 2.322584867477417 (2.1828430608413134) | > grad_norm_0: tensor(13.1676, device='cuda:0') (tensor(16.0239, device='cuda:0')) | > loss_gen: 2.8268682956695557 (2.742886733863852) | > loss_kl: 1.7596567869186401 (1.4664701516867409) | > loss_feat: 11.094500541687012 (7.395656104508142) | > loss_mel: 20.517253875732422 (21.63191666066828) | > loss_duration: 2.3393468856811523 (2.2036655369500644) | > loss_1: 38.537628173828125 (35.440595296378596) | > grad_norm_1: tensor(339.5241, device='cuda:0') (tensor(176.4215, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 13.1405 (0.43234183650611036) | > loader_time: 0.0326 (0.004923880643757643)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1238889694213867 (2.1238889694213867) | > loss_disc_real_0: 0.15189237892627716 (0.15189237892627716) | > loss_disc_real_1: 0.17967280745506287 (0.17967280745506287) | > loss_disc_real_2: 0.1537199318408966 (0.1537199318408966) | > loss_disc_real_3: 0.23521745204925537 (0.23521745204925537) | > loss_disc_real_4: 0.17682592570781708 (0.17682592570781708) | > loss_disc_real_5: 0.19820177555084229 (0.19820177555084229) | > loss_0: 2.1238889694213867 (2.1238889694213867) | > loss_gen: 2.4954450130462646 (2.4954450130462646) | > loss_kl: 0.9307984709739685 (0.9307984709739685) | > loss_feat: 7.168837070465088 (7.168837070465088) | > loss_mel: 20.247966766357422 (20.247966766357422) | > loss_duration: 2.7336883544921875 (2.7336883544921875) | > loss_1: 33.57673645019531 (33.57673645019531)  --> STEP: 1 | > loss_disc: 2.4223246574401855 (2.4223246574401855) | > loss_disc_real_0: 0.11665673553943634 (0.11665673553943634) | > loss_disc_real_1: 0.19405728578567505 (0.19405728578567505) | > loss_disc_real_2: 0.23301319777965546 (0.23301319777965546) | > loss_disc_real_3: 0.3579782545566559 (0.3579782545566559) | > loss_disc_real_4: 0.3230524957180023 (0.3230524957180023) | > loss_disc_real_5: 0.3457719087600708 (0.3457719087600708) | > loss_0: 2.4223246574401855 (2.4223246574401855) | > loss_gen: 2.79245662689209 (2.79245662689209) | > loss_kl: 1.3196791410446167 (1.3196791410446167) | > loss_feat: 4.832925319671631 (4.832925319671631) | > loss_mel: 21.312761306762695 (21.312761306762695) | > loss_duration: 2.32474422454834 (2.32474422454834) | > loss_1: 32.58256912231445 (32.58256912231445)  --> STEP: 2 | > loss_disc: 2.7217278480529785 (2.572026252746582) | > loss_disc_real_0: 0.25847843289375305 (0.1875675842165947) | > loss_disc_real_1: 0.2848808169364929 (0.23946905136108398) | > loss_disc_real_2: 0.25202512741088867 (0.24251916259527206) | > loss_disc_real_3: 0.354608416557312 (0.35629333555698395) | > loss_disc_real_4: 0.3920796513557434 (0.35756607353687286) | > loss_disc_real_5: 0.37516486644744873 (0.36046838760375977) | > loss_0: 2.7217278480529785 (2.572026252746582) | > loss_gen: 2.7921149730682373 (2.7922857999801636) | > loss_kl: 1.4686253070831299 (1.3941522240638733) | > loss_feat: 4.9852423667907715 (4.909083843231201) | > loss_mel: 22.362728118896484 (21.83774471282959) | > loss_duration: 2.4032323360443115 (2.3639882802963257) | > loss_1: 34.01194381713867 (33.29725646972656)  --> STEP: 3 | > loss_disc: 2.257087469100952 (2.4670466581980386) | > loss_disc_real_0: 0.10525213927030563 (0.16012910256783167) | > loss_disc_real_1: 0.26150935888290405 (0.24681582053502402) | > loss_disc_real_2: 0.23183602094650269 (0.2389581153790156) | > loss_disc_real_3: 0.29712924361228943 (0.3365719715754191) | > loss_disc_real_4: 0.28678515553474426 (0.33397243420283) | > loss_disc_real_5: 0.2706606686115265 (0.3305324812730153) | > loss_0: 2.257087469100952 (2.4670466581980386) | > loss_gen: 3.0044398307800293 (2.8630038102467856) | > loss_kl: 2.2558658123016357 (1.6813900868097942) | > loss_feat: 6.3469414710998535 (5.388369719187419) | > loss_mel: 21.522247314453125 (21.73257891337077) | > loss_duration: 2.137388229370117 (2.2884549299875894) | > loss_1: 35.266883850097656 (33.95379892985026)  --> STEP: 4 | > loss_disc: 1.6243395805358887 (2.256369888782501) | > loss_disc_real_0: 0.09802763164043427 (0.14460373483598232) | > loss_disc_real_1: 0.17542511224746704 (0.22896814346313477) | > loss_disc_real_2: 0.15490058064460754 (0.2179437316954136) | > loss_disc_real_3: 0.15153074264526367 (0.29031166434288025) | > loss_disc_real_4: 0.1896633803844452 (0.2978951707482338) | > loss_disc_real_5: 0.21378475427627563 (0.3013455495238304) | > loss_0: 1.6243395805358887 (2.256369888782501) | > loss_gen: 3.337095022201538 (2.9815266132354736) | > loss_kl: 1.910245656967163 (1.7386039793491364) | > loss_feat: 9.824729919433594 (6.497459769248962) | > loss_mel: 21.662750244140625 (21.715121746063232) | > loss_duration: 2.244619369506836 (2.277496039867401) | > loss_1: 38.97943878173828 (35.210208892822266)  --> STEP: 5 | > loss_disc: 2.157412052154541 (2.2365783214569093) | > loss_disc_real_0: 0.17841827869415283 (0.15136664360761642) | > loss_disc_real_1: 0.2467268854379654 (0.2325198918581009) | > loss_disc_real_2: 0.20609314739704132 (0.21557361483573914) | > loss_disc_real_3: 0.2641850709915161 (0.28508634567260743) | > loss_disc_real_4: 0.2599209249019623 (0.2903003215789795) | > loss_disc_real_5: 0.2525966167449951 (0.29159576296806333) | > loss_0: 2.157412052154541 (2.2365783214569093) | > loss_gen: 3.07558274269104 (3.000337839126587) | > loss_kl: 0.9236566424369812 (1.5756145119667053) | > loss_feat: 5.664209365844727 (6.330809688568115) | > loss_mel: 20.716581344604492 (21.515413665771483) | > loss_duration: 2.337435483932495 (2.28948392868042) | > loss_1: 32.717464447021484 (34.71166000366211)  --> STEP: 6 | > loss_disc: 2.067267656326294 (2.208359877268473) | > loss_disc_real_0: 0.057673968374729156 (0.13575119773546854) | > loss_disc_real_1: 0.21365998685359955 (0.22937657435735068) | > loss_disc_real_2: 0.16029757261276245 (0.2063609411319097) | > loss_disc_real_3: 0.29297488927841187 (0.2864011029402415) | > loss_disc_real_4: 0.26489028334617615 (0.2860653152068456) | > loss_disc_real_5: 0.3013893663883209 (0.29322803020477295) | > loss_0: 2.067267656326294 (2.208359877268473) | > loss_gen: 2.9909775257110596 (2.9987777868906655) | > loss_kl: 1.3261522054672241 (1.5340374608834584) | > loss_feat: 7.628960132598877 (6.547168095906575) | > loss_mel: 23.349260330200195 (21.8210547765096) | > loss_duration: 2.0931396484375 (2.2567598819732666) | > loss_1: 37.388492584228516 (35.157798767089844)  --> STEP: 7 | > loss_disc: 2.3936636447906494 (2.234831844057356) | > loss_disc_real_0: 0.1858997642993927 (0.142915278673172) | > loss_disc_real_1: 0.2359296679496765 (0.2303127305848258) | > loss_disc_real_2: 0.21706406772136688 (0.20788995921611786) | > loss_disc_real_3: 0.1972493976354599 (0.2736651450395584) | > loss_disc_real_4: 0.24936363101005554 (0.280822217464447) | > loss_disc_real_5: 0.2685184180736542 (0.28969808561461313) | > loss_0: 2.3936636447906494 (2.234831844057356) | > loss_gen: 2.6886632442474365 (2.9544757093702043) | > loss_kl: 2.323519468307495 (1.646820604801178) | > loss_feat: 5.666555404663086 (6.421366282871792) | > loss_mel: 20.321090698242188 (21.606774193899973) | > loss_duration: 2.370990753173828 (2.273078577859061) | > loss_1: 33.370819091796875 (34.90251595633371)  --> STEP: 8 | > loss_disc: 1.9861228466033936 (2.2037432193756104) | > loss_disc_real_0: 0.07217487692832947 (0.13407272845506668) | > loss_disc_real_1: 0.20316170156002045 (0.22691885195672512) | > loss_disc_real_2: 0.1880684345960617 (0.20541226863861084) | > loss_disc_real_3: 0.17422711849212646 (0.2612353917211294) | > loss_disc_real_4: 0.1674177497625351 (0.26664665900170803) | > loss_disc_real_5: 0.1752394586801529 (0.2753907572478056) | > loss_0: 1.9861228466033936 (2.2037432193756104) | > loss_gen: 2.691399574279785 (2.921591192483902) | > loss_kl: 2.135895252227783 (1.7079549357295036) | > loss_feat: 8.16642951965332 (6.639499187469482) | > loss_mel: 23.957082748413086 (21.90056276321411) | > loss_duration: 2.201049566268921 (2.2640749514102936) | > loss_1: 39.15185546875 (35.43368339538574)  --> STEP: 9 | > loss_disc: 1.7657506465911865 (2.1550773779551187) | > loss_disc_real_0: 0.11477719247341156 (0.13192878001266056) | > loss_disc_real_1: 0.18982884287834167 (0.22279773983690473) | > loss_disc_real_2: 0.15774042904376984 (0.2001153975725174) | > loss_disc_real_3: 0.18520589172840118 (0.25278766949971515) | > loss_disc_real_4: 0.15174080431461334 (0.2538793418142531) | > loss_disc_real_5: 0.14790046215057373 (0.2612251689036687) | > loss_0: 1.7657506465911865 (2.1550773779551187) | > loss_gen: 3.1941497325897217 (2.951875474717882) | > loss_kl: 1.6681689023971558 (1.7035342653592427) | > loss_feat: 9.645685195922852 (6.973519855075413) | > loss_mel: 25.837505340576172 (22.338000827365452) | > loss_duration: 2.1364636421203613 (2.2498959170447455) | > loss_1: 42.481971740722656 (36.21682654486762)  --> STEP: 10 | > loss_disc: 2.091161012649536 (2.1486857414245604) | > loss_disc_real_0: 0.1933225393295288 (0.13806815594434738) | > loss_disc_real_1: 0.20516885817050934 (0.2210348516702652) | > loss_disc_real_2: 0.1476450264453888 (0.19486836045980455) | > loss_disc_real_3: 0.2710695266723633 (0.25461585521698) | > loss_disc_real_4: 0.26524871587753296 (0.25501627922058107) | > loss_disc_real_5: 0.2108263224363327 (0.2561852842569351) | > loss_0: 2.091161012649536 (2.1486857414245604) | > loss_gen: 3.0409762859344482 (2.9607855558395384) | > loss_kl: 1.2554011344909668 (1.6587209522724151) | > loss_feat: 7.722439765930176 (7.048411846160889) | > loss_mel: 21.961572647094727 (22.300358009338378) | > loss_duration: 2.2802412509918213 (2.252930450439453) | > loss_1: 36.2606315612793 (36.22120704650879)  --> STEP: 11 | > loss_disc: 1.9166374206542969 (2.127590439536355) | > loss_disc_real_0: 0.09712117910385132 (0.13434570350430228) | > loss_disc_real_1: 0.1676480621099472 (0.21618150716478174) | > loss_disc_real_2: 0.23000997304916382 (0.19806305251338266) | > loss_disc_real_3: 0.18682147562503815 (0.24845272979953073) | > loss_disc_real_4: 0.22964075207710266 (0.2527094131166285) | > loss_disc_real_5: 0.16240206360816956 (0.24765953692522916) | > loss_0: 1.9166374206542969 (2.127590439536355) | > loss_gen: 2.9031002521514893 (2.9555414373224433) | > loss_kl: 1.6465736627578735 (1.6576166532256387) | > loss_feat: 7.706103324890137 (7.10820198059082) | > loss_mel: 21.45820426940918 (22.223798578435723) | > loss_duration: 2.3825888633728027 (2.2647175788879395) | > loss_1: 36.0965690612793 (36.209876320578836)  --> STEP: 12 | > loss_disc: 2.207390785217285 (2.134240468343099) | > loss_disc_real_0: 0.09915764629840851 (0.13141336540381113) | > loss_disc_real_1: 0.2216077595949173 (0.21663369486729303) | > loss_disc_real_2: 0.21388332545757294 (0.19938140859206518) | > loss_disc_real_3: 0.2584088146686554 (0.24928240353862444) | > loss_disc_real_4: 0.2981981933116913 (0.25650014479955036) | > loss_disc_real_5: 0.3346982002258301 (0.2549127588669459) | > loss_0: 2.207390785217285 (2.134240468343099) | > loss_gen: 2.931626319885254 (2.9535485108693442) | > loss_kl: 1.4770286083221436 (1.6425676494836807) | > loss_feat: 6.105626106262207 (7.024653991063436) | > loss_mel: 23.19033432006836 (22.304343223571777) | > loss_duration: 2.223525047302246 (2.261284867922465) | > loss_1: 35.92814254760742 (36.18639850616455)  --> STEP: 13 | > loss_disc: 2.239062786102295 (2.1423037235553446) | > loss_disc_real_0: 0.20372502505779266 (0.1369758007618097) | > loss_disc_real_1: 0.20471982657909393 (0.2157172434605085) | > loss_disc_real_2: 0.21160516142845154 (0.2003216972717872) | > loss_disc_real_3: 0.23162977397441864 (0.24792450895676246) | > loss_disc_real_4: 0.2175082266330719 (0.253500766479052) | > loss_disc_real_5: 0.3038639426231384 (0.25867823454049915) | > loss_0: 2.239062786102295 (2.1423037235553446) | > loss_gen: 2.8806862831115723 (2.9479437241187463) | > loss_kl: 1.7746636867523193 (1.6527288831197298) | > loss_feat: 6.871316432952881 (7.012858794285701) | > loss_mel: 20.763782501220703 (22.185838552621696) | > loss_duration: 2.1351044178009033 (2.2515786794515757) | > loss_1: 34.42555618286133 (36.05094909667969)  --> STEP: 14 | > loss_disc: 2.1975603103637695 (2.1462506226130893) | > loss_disc_real_0: 0.1604454219341278 (0.13865220227411815) | > loss_disc_real_1: 0.25563138723373413 (0.21856825373002461) | > loss_disc_real_2: 0.20296145975589752 (0.20051025173493794) | > loss_disc_real_3: 0.20342311263084412 (0.24474583779062545) | > loss_disc_real_4: 0.3227340579032898 (0.2584460015807833) | > loss_disc_real_5: 0.3085446357727051 (0.2622401203427996) | > loss_0: 2.1975603103637695 (2.1462506226130893) | > loss_gen: 3.123774528503418 (2.9605030672890797) | > loss_kl: 2.2445859909057617 (1.6950043908187322) | > loss_feat: 7.2691450119018555 (7.031164952686855) | > loss_mel: 23.724210739135742 (22.295722280229842) | > loss_duration: 2.3386521339416504 (2.2577982119151523) | > loss_1: 38.70037078857422 (36.24019350324358)  --> STEP: 15 | > loss_disc: 1.7019140720367432 (2.1166281859079996) | > loss_disc_real_0: 0.09304846078157425 (0.13561195284128189) | > loss_disc_real_1: 0.20391924679279327 (0.2175916532675425) | > loss_disc_real_2: 0.1264595091342926 (0.1955735355615616) | > loss_disc_real_3: 0.15568014979362488 (0.23880812525749207) | > loss_disc_real_4: 0.19346296787261963 (0.25411379933357237) | > loss_disc_real_5: 0.17558790743350983 (0.25646330614884694) | > loss_0: 1.7019140720367432 (2.1166281859079996) | > loss_gen: 3.1408274173736572 (2.9725246906280516) | > loss_kl: 2.001713514328003 (1.7154516657193501) | > loss_feat: 10.273212432861328 (7.247301451365153) | > loss_mel: 22.75101089477539 (22.326074854532877) | > loss_duration: 2.2665984630584717 (2.258384895324707) | > loss_1: 40.4333610534668 (36.519738006591794)  --> STEP: 16 | > loss_disc: 2.048623561859131 (2.1123778969049454) | > loss_disc_real_0: 0.09061279892921448 (0.13279950572177768) | > loss_disc_real_1: 0.3068368434906006 (0.22316947765648365) | > loss_disc_real_2: 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loss_disc_real_5: 0.27241694927215576 (0.2536146360285142) | > loss_0: 2.0442543029785156 (2.108370626673979) | > loss_gen: 3.3029747009277344 (2.9779531114241657) | > loss_kl: 1.3110530376434326 (1.701124089605668) | > loss_feat: 7.112845420837402 (7.326409985037411) | > loss_mel: 21.73207664489746 (22.304898430319394) | > loss_duration: 2.3298628330230713 (2.2636671206530403) | > loss_1: 35.788814544677734 (36.57405314725988)  --> STEP: 18 | > loss_disc: 1.9304240942001343 (2.09848470820321) | > loss_disc_real_0: 0.05402176082134247 (0.12561147287487984) | > loss_disc_real_1: 0.16123390197753906 (0.2184472589029206) | > loss_disc_real_2: 0.16685029864311218 (0.19577302038669586) | > loss_disc_real_3: 0.17016202211380005 (0.2352045252919197) | > loss_disc_real_4: 0.25303059816360474 (0.2522090930077765) | > loss_disc_real_5: 0.20366695523262024 (0.25083976487318677) | > loss_0: 1.9304240942001343 (2.09848470820321) | > loss_gen: 2.84981369972229 (2.970834255218506) | > loss_kl: 1.5632342100143433 (1.6934635407394834) | > loss_feat: 9.602559089660645 (7.452862713072035) | > loss_mel: 27.067012786865234 (22.569460339016384) | > loss_duration: 2.1958680152893066 (2.2599005036883884) | > loss_1: 43.27849197387695 (36.94652197096083)  --> STEP: 19 | > loss_disc: 2.5050644874572754 (2.1198836439534237) | > loss_disc_real_0: 0.15568184852600098 (0.12719412422493884) | > loss_disc_real_1: 0.21871788799762726 (0.21846150253948413) | > loss_disc_real_2: 0.29407331347465515 (0.20094672002290426) | > loss_disc_real_3: 0.2720394730567932 (0.23714320675322884) | > loss_disc_real_4: 0.29069769382476807 (0.25423480884024974) | > loss_disc_real_5: 0.35472479462623596 (0.25630739801808405) | > loss_0: 2.5050644874572754 (2.1198836439534237) | > loss_gen: 2.927030086517334 (2.9685287726552865) | > loss_kl: 1.310575008392334 (1.6733115127212124) | > loss_feat: 7.909758567810059 (7.476909863321405) | > loss_mel: 22.03224754333496 (22.541185981348942) | > loss_duration: 2.3147523403167725 (2.262787442458303) | > loss_1: 36.494361877441406 (36.922724071301914)  --> STEP: 20 | > loss_disc: 2.089221477508545 (2.11835053563118) | > loss_disc_real_0: 0.1327798068523407 (0.12747340835630894) | > loss_disc_real_1: 0.12974859774112701 (0.21402585729956627) | > loss_disc_real_2: 0.14039069414138794 (0.19791891872882844) | > loss_disc_real_3: 0.16128703951835632 (0.23335039839148522) | > loss_disc_real_4: 0.33298712968826294 (0.25817242488265035) | > loss_disc_real_5: 0.2610384523868561 (0.2565439507365227) | > loss_0: 2.089221477508545 (2.11835053563118) | > loss_gen: 2.651240110397339 (2.952664339542389) | > loss_kl: 1.500718593597412 (1.6646818667650223) | > loss_feat: 7.114643096923828 (7.458796525001526) | > loss_mel: 24.789216995239258 (22.653587532043456) | > loss_duration: 2.3633906841278076 (2.2678176045417784) | > loss_1: 38.419212341308594 (36.997548484802245)  --> STEP: 21 | > loss_disc: 2.3014674186706543 (2.1270703872044883) | > loss_disc_real_0: 0.15546327829360962 (0.12880625930570422) | > loss_disc_real_1: 0.19147494435310364 (0.21295200430211567) | > loss_disc_real_2: 0.20134900510311127 (0.19808225617522285) | > loss_disc_real_3: 0.2164195477962494 (0.2325441674107597) | > loss_disc_real_4: 0.26244816184043884 (0.2583760314044498) | > loss_disc_real_5: 0.31219038367271423 (0.2591937808763413) | > loss_0: 2.3014674186706543 (2.1270703872044883) | > loss_gen: 2.6009387969970703 (2.935915504183088) | > loss_kl: 1.8552805185317993 (1.6737579930396307) | > loss_feat: 4.735956192016602 (7.329137461526053) | > loss_mel: 19.110836029052734 (22.48488507952009) | > loss_duration: 2.189575672149658 (2.264091798237392) | > loss_1: 30.492586135864258 (36.687788372948056)  --> STEP: 22 | > loss_disc: 1.6803678274154663 (2.106765725395896) | > loss_disc_real_0: 0.09394678473472595 (0.1272217377342961) | > loss_disc_real_1: 0.16186189651489258 (0.2106297266754237) | > loss_disc_real_2: 0.11908039450645447 (0.1944912624630061) | > loss_disc_real_3: 0.16942079365253448 (0.2296749231490222) | > loss_disc_real_4: 0.2092316597700119 (0.25614219633015717) | > loss_disc_real_5: 0.1619151085615158 (0.25477202304384927) | > loss_0: 1.6803678274154663 (2.106765725395896) | > loss_gen: 3.207911491394043 (2.948278958147222) | > loss_kl: 1.5191081762313843 (1.666728455911983) | > loss_feat: 9.129156112670898 (7.410956491123546) | > loss_mel: 21.212831497192383 (22.42706446214156) | > loss_duration: 2.2021026611328125 (2.2612741101871836) | > loss_1: 37.27111053466797 (36.7143030166626)  --> STEP: 23 | > loss_disc: 2.098433017730713 (2.1064034337582793) | > loss_disc_real_0: 0.14813703298568726 (0.12813109839740006) | > loss_disc_real_1: 0.2061479687690735 (0.21043486763601718) | > loss_disc_real_2: 0.18755961954593658 (0.19418988668400308) | > loss_disc_real_3: 0.2958931028842926 (0.23255397444186005) | > loss_disc_real_4: 0.2739294469356537 (0.25691555505213526) | > loss_disc_real_5: 0.3202809989452362 (0.2576202393873878) | > loss_0: 2.098433017730713 (2.1064034337582793) | > loss_gen: 3.216012716293335 (2.9599195563274883) | > loss_kl: 1.7128949165344238 (1.66873569333035) | > loss_feat: 7.966700077056885 (7.435119255729344) | > loss_mel: 22.319608688354492 (22.422392471976902) | > loss_duration: 2.3211328983306885 (2.263876666193423) | > loss_1: 37.536346435546875 (36.75004403487496)  --> STEP: 24 | > loss_disc: 2.3157873153686523 (2.1151277621587115) | > loss_disc_real_0: 0.11978105455636978 (0.1277831799040238) | > loss_disc_real_1: 0.23558512330055237 (0.2114827949553728) | > loss_disc_real_2: 0.14396138489246368 (0.19209703244268894) | > loss_disc_real_3: 0.2704908847808838 (0.23413467903931937) | > loss_disc_real_4: 0.2586985230445862 (0.25698984538515407) | > loss_disc_real_5: 0.2456379234790802 (0.25712097622454166) | > loss_0: 2.3157873153686523 (2.1151277621587115) | > loss_gen: 2.456968307495117 (2.938963254292806) | > loss_kl: 1.1305158138275146 (1.646309865017732) | > loss_feat: 5.553836822509766 (7.356732487678528) | > loss_mel: 19.05142593383789 (22.281935532887776) | > loss_duration: 2.4064602851867676 (2.2698176503181453) | > loss_1: 30.599206924438477 (36.493759155273445)  --> STEP: 25 | > loss_disc: 2.4975202083587646 (2.1304234600067136) | > loss_disc_real_0: 0.14401522278785706 (0.12843246161937713) | > loss_disc_real_1: 0.2568400502204895 (0.21329708516597748) | > loss_disc_real_2: 0.2210378795862198 (0.19325466632843016) | > loss_disc_real_3: 0.3075579106807709 (0.23707160830497742) | > loss_disc_real_4: 0.2658446133136749 (0.25734403610229495) | > loss_disc_real_5: 0.26544493436813354 (0.2574539345502853) | > loss_0: 2.4975202083587646 (2.1304234600067136) | > loss_gen: 2.3781228065490723 (2.9165296363830566) | > loss_kl: 1.7415611743927002 (1.6501199173927308) | > loss_feat: 4.658156871795654 (7.248789463043213) | > loss_mel: 20.051471710205078 (22.192716979980467) | > loss_duration: 2.357241153717041 (2.273314590454101) | > loss_1: 31.186553955078125 (36.28147094726563)  --> STEP: 26 | > loss_disc: 2.305795669555664 (2.1371685449893656) | > loss_disc_real_0: 0.20088684558868408 (0.1312191686951197) | > loss_disc_real_1: 0.16473247110843658 (0.2114292153945336) | > loss_disc_real_2: 0.1171022355556488 (0.1903257266833232) | > loss_disc_real_3: 0.1939202845096588 (0.23541194200515747) | > loss_disc_real_4: 0.27491703629493713 (0.2580199207250889) | > loss_disc_real_5: 0.17969758808612823 (0.25446330584012544) | > loss_0: 2.305795669555664 (2.1371685449893656) | > loss_gen: 2.0986335277557373 (2.8850720937435446) | > loss_kl: 2.0205237865448 (1.6643662200524256) | > loss_feat: 10.807348251342773 (7.385657108747042) | > loss_mel: 16.33214569091797 (21.967310391939602) | > loss_duration: 2.354888439178467 (2.2764520461742688) | > loss_1: 33.61354064941406 (36.17885824350211) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023259566380427433 (-7.636730487530071e-05) | > avg_loss_disc: 2.1371685449893656 (-0.4846688508987427) | > avg_loss_disc_real_0: 0.1312191686951197 (-0.06784285633609846) | > avg_loss_disc_real_1: 0.2114292153945336 (-0.0001862564912209208) | > avg_loss_disc_real_2: 0.1903257266833232 (-0.1812274089226356) | > avg_loss_disc_real_3: 0.23541194200515747 (-0.12994074936096484) | > avg_loss_disc_real_4: 0.2580199207250889 (-0.07925570297699702) | > avg_loss_disc_real_5: 0.25446330584012544 (-0.080175672013026) | > avg_loss_0: 2.1371685449893656 (-0.4846688508987427) | > avg_loss_gen: 2.8850720937435446 (-0.2338983599956217) | > avg_loss_kl: 1.6643662200524256 (+0.10787675243157602) | > avg_loss_feat: 7.385657108747042 (+1.1797653253261853) | > avg_loss_mel: 21.967310391939602 (-0.48511409759521484) | > avg_loss_duration: 2.2764520461742688 (-0.018842614614047015) | > avg_loss_1: 36.17885824350211 (+0.5497878881601181)  > EPOCH: 15/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:37:27)   --> TIME: 2024-06-10 15:37:37 -- STEP: 24/330 -- GLOBAL_STEP: 92975 | > loss_disc: 2.0261435508728027 (2.250035454829534) | > loss_disc_real_0: 0.09753334522247314 (0.14285852604856092) | > loss_disc_real_1: 0.2356874942779541 (0.20809710087875524) | > loss_disc_real_2: 0.18949522078037262 (0.21390625151495138) | > loss_disc_real_3: 0.21083462238311768 (0.22585078639288744) | > loss_disc_real_4: 0.18849283456802368 (0.21019689987103143) | > loss_disc_real_5: 0.21381902694702148 (0.2085644236455361) | > loss_0: 2.0261435508728027 (2.250035454829534) | > grad_norm_0: tensor(11.1323, device='cuda:0') (tensor(17.1916, device='cuda:0')) | > loss_gen: 2.723045825958252 (2.6348176101843515) | > loss_kl: 1.4085450172424316 (1.5315245936314266) | > loss_feat: 7.355804443359375 (6.577463547388713) | > loss_mel: 21.504329681396484 (21.93674254417419) | > loss_duration: 2.1413652896881104 (2.2536829411983486) | > loss_1: 35.13309097290039 (34.934231360753365) | > grad_norm_1: tensor(57.6881, device='cuda:0') (tensor(127.1077, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.3543 (0.3399306833744049) | > loader_time: 0.0035 (0.00299184521039327)  --> TIME: 2024-06-10 15:37:45 -- STEP: 49/330 -- GLOBAL_STEP: 93000 | > loss_disc: 2.0734193325042725 (2.2168600218636647) | > loss_disc_real_0: 0.08829165995121002 (0.13260081638487026) | > loss_disc_real_1: 0.15972144901752472 (0.20599421919608601) | > loss_disc_real_2: 0.1954927295446396 (0.21510405382331538) | > loss_disc_real_3: 0.21204827725887299 (0.21974790917367348) | > loss_disc_real_4: 0.18088485300540924 (0.2056209895075584) | > loss_disc_real_5: 0.20101186633110046 (0.206495144537517) | > loss_0: 2.0734193325042725 (2.2168600218636647) | > grad_norm_0: tensor(13.8556, device='cuda:0') (tensor(13.7017, device='cuda:0')) | > loss_gen: 2.714380979537964 (2.64668497260736) | > loss_kl: 1.5809869766235352 (1.5163836041275334) | > loss_feat: 7.289130210876465 (6.735954021920963) | > loss_mel: 20.600502014160156 (21.845904603296393) | > loss_duration: 2.0793087482452393 (2.189550925274284) | > loss_1: 34.26430892944336 (34.93447802018147) | > grad_norm_1: tensor(80.0924, device='cuda:0') (tensor(133.3990, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.3312 (0.34054610193992146) | > loader_time: 0.0031 (0.0030934275413046076) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_93000.pth  --> TIME: 2024-06-10 15:37:59 -- STEP: 74/330 -- GLOBAL_STEP: 93025 | > loss_disc: 2.120683431625366 (2.201280880618739) | > loss_disc_real_0: 0.07990136742591858 (0.1252269911000858) | > loss_disc_real_1: 0.16931530833244324 (0.2047695894096349) | > loss_disc_real_2: 0.2004595845937729 (0.21352842973696218) | > loss_disc_real_3: 0.25211986899375916 (0.218395448617033) | > loss_disc_real_4: 0.1962260752916336 (0.20472023958289945) | > loss_disc_real_5: 0.21986787021160126 (0.20634198873429682) | > loss_0: 2.120683431625366 (2.201280880618739) | > grad_norm_0: tensor(10.0421, device='cuda:0') (tensor(13.1352, device='cuda:0')) | > loss_gen: 3.008568286895752 (2.664841361947962) | > loss_kl: 1.4867273569107056 (1.5186547540329594) | > loss_feat: 7.350847244262695 (6.878727358740729) | > loss_mel: 21.95317268371582 (21.80088233947754) | > loss_duration: 2.0324158668518066 (2.1650338720630953) | > loss_1: 35.83173370361328 (35.02813986185434) | > grad_norm_1: tensor(114.2739, device='cuda:0') (tensor(119.9206, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.3545 (0.34524540965621536) | > loader_time: 0.0035 (0.003232247120625264)  --> TIME: 2024-06-10 15:38:08 -- STEP: 99/330 -- GLOBAL_STEP: 93050 | > loss_disc: 2.0942444801330566 (2.1922101589164336) | > loss_disc_real_0: 0.1237449124455452 (0.12406039027252584) | > loss_disc_real_1: 0.14477670192718506 (0.20396164375724218) | > loss_disc_real_2: 0.20015151798725128 (0.21120110394978764) | > loss_disc_real_3: 0.17127148807048798 (0.21696864113663178) | > loss_disc_real_4: 0.20100682973861694 (0.20566509874782177) | > loss_disc_real_5: 0.1908140331506729 (0.20607903042826986) | > loss_0: 2.0942444801330566 (2.1922101589164336) | > grad_norm_0: tensor(26.7120, device='cuda:0') (tensor(14.1035, device='cuda:0')) | > loss_gen: 2.8071799278259277 (2.6796921744491113) | > loss_kl: 1.5890501737594604 (1.5113206969367128) | > loss_feat: 7.350073337554932 (6.9362781698053535) | > loss_mel: 21.976579666137695 (21.773103636924677) | > loss_duration: 2.136593818664551 (2.155521351881701) | > loss_1: 35.859474182128906 (35.055916082979465) | > grad_norm_1: tensor(175.8594, device='cuda:0') (tensor(132.4432, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.3474 (0.3485857308512988) | > loader_time: 0.0031 (0.003323321390633631)  --> TIME: 2024-06-10 15:38:17 -- STEP: 124/330 -- GLOBAL_STEP: 93075 | > loss_disc: 2.229142189025879 (2.185900473786938) | > loss_disc_real_0: 0.1370832920074463 (0.12317713025596835) | > loss_disc_real_1: 0.20949110388755798 (0.20346974593497094) | > loss_disc_real_2: 0.18643632531166077 (0.21065944445229345) | > loss_disc_real_3: 0.17558833956718445 (0.214495008150416) | > loss_disc_real_4: 0.1670166552066803 (0.20361872341844342) | > loss_disc_real_5: 0.16288602352142334 (0.20539822008821268) | > loss_0: 2.229142189025879 (2.185900473786938) | > grad_norm_0: tensor(6.2226, device='cuda:0') (tensor(13.6878, device='cuda:0')) | > loss_gen: 2.574570655822754 (2.692403937539747) | > loss_kl: 1.6562048196792603 (1.5009499624852207) | > loss_feat: 7.513851165771484 (7.014655140138442) | > loss_mel: 21.692827224731445 (21.756440870223514) | > loss_duration: 2.1481122970581055 (2.1523769151779906) | > loss_1: 35.585567474365234 (35.11682681114443) | > grad_norm_1: tensor(72.9723, device='cuda:0') (tensor(134.6367, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.348 (0.3497324989688013) | > loader_time: 0.0035 (0.003384549771585772)  --> TIME: 2024-06-10 15:38:27 -- STEP: 149/330 -- GLOBAL_STEP: 93100 | > loss_disc: 2.142530679702759 (2.2002985005410713) | > loss_disc_real_0: 0.10365577787160873 (0.1228437049676908) | > loss_disc_real_1: 0.1879364550113678 (0.2058885618544265) | > loss_disc_real_2: 0.22474229335784912 (0.21284991392753266) | > loss_disc_real_3: 0.21634720265865326 (0.21671564687018416) | > loss_disc_real_4: 0.19453705847263336 (0.20520641509718543) | > loss_disc_real_5: 0.1956099420785904 (0.20656806790588683) | > loss_0: 2.142530679702759 (2.2002985005410713) | > grad_norm_0: tensor(14.6716, device='cuda:0') (tensor(14.3857, device='cuda:0')) | > loss_gen: 2.745445966720581 (2.695382348643053) | > loss_kl: 1.3222025632858276 (1.4981156683608186) | > loss_feat: 6.726511001586914 (7.014275115608368) | > loss_mel: 22.74698257446289 (21.740308979213644) | > loss_duration: 2.159144639968872 (2.1526671768034853) | > loss_1: 35.700286865234375 (35.10074923982556) | > grad_norm_1: tensor(146.3750, device='cuda:0') (tensor(131.3137, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.372 (0.3519371451947514) | > loader_time: 0.0044 (0.003488972683080891)  --> TIME: 2024-06-10 15:38:36 -- STEP: 174/330 -- GLOBAL_STEP: 93125 | > loss_disc: 2.2496652603149414 (2.204938927601123) | > loss_disc_real_0: 0.12899568676948547 (0.1233173893100914) | > loss_disc_real_1: 0.167644202709198 (0.20620739203074884) | > loss_disc_real_2: 0.20447450876235962 (0.21219155183811297) | > loss_disc_real_3: 0.21841087937355042 (0.21632507237894774) | > loss_disc_real_4: 0.25280532240867615 (0.2062407767121819) | > loss_disc_real_5: 0.212961345911026 (0.2069219180393493) | > loss_0: 2.2496652603149414 (2.204938927601123) | > grad_norm_0: tensor(7.2208, device='cuda:0') (tensor(13.7841, device='cuda:0')) | > loss_gen: 2.662372589111328 (2.6911274318037357) | > loss_kl: 1.3034822940826416 (1.4900085528691602) | > loss_feat: 6.832734107971191 (7.007854658981848) | > loss_mel: 21.12506675720215 (21.701966976297324) | > loss_duration: 2.227804183959961 (2.1547177550436425) | > loss_1: 34.151458740234375 (35.04567533251883) | > grad_norm_1: tensor(92.5594, device='cuda:0') (tensor(127.2471, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.3742 (0.35411451054715576) | > loader_time: 0.0041 (0.003584793244285145)  --> TIME: 2024-06-10 15:38:46 -- STEP: 199/330 -- GLOBAL_STEP: 93150 | > loss_disc: 2.0731544494628906 (2.204611534449323) | > loss_disc_real_0: 0.12284854799509048 (0.12355591948307938) | > loss_disc_real_1: 0.22880294919013977 (0.20687539336369865) | > loss_disc_real_2: 0.19159291684627533 (0.21247857539498027) | > loss_disc_real_3: 0.2164110690355301 (0.21585728520124994) | > loss_disc_real_4: 0.20457349717617035 (0.20547970582791908) | > loss_disc_real_5: 0.22086426615715027 (0.20661518374579635) | > loss_0: 2.0731544494628906 (2.204611534449323) | > grad_norm_0: tensor(34.2335, device='cuda:0') (tensor(14.0267, device='cuda:0')) | > loss_gen: 2.8493759632110596 (2.689458501997904) | > loss_kl: 1.4508562088012695 (1.4863767222543451) | > loss_feat: 7.099601745605469 (7.032903570625649) | > loss_mel: 21.545921325683594 (21.73121419743678) | > loss_duration: 2.269087553024292 (2.1596271967768064) | > loss_1: 35.21484375 (35.09958015135184) | > grad_norm_1: tensor(310.7003, device='cuda:0') (tensor(134.0324, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.378 (0.357039289857874) | > loader_time: 0.0042 (0.003665679663269963)  --> TIME: 2024-06-10 15:38:55 -- STEP: 224/330 -- GLOBAL_STEP: 93175 | > loss_disc: 1.6968417167663574 (2.193898827369724) | > loss_disc_real_0: 0.05889246612787247 (0.12092913233209401) | > loss_disc_real_1: 0.19362272322177887 (0.20708895082186377) | > loss_disc_real_2: 0.21309426426887512 (0.21254786922197258) | > loss_disc_real_3: 0.13959459960460663 (0.21571932081133122) | > loss_disc_real_4: 0.08180293440818787 (0.20276290886769338) | > loss_disc_real_5: 0.13877961039543152 (0.20604495285078883) | > loss_0: 1.6968417167663574 (2.193898827369724) | > grad_norm_0: tensor(17.0885, device='cuda:0') (tensor(14.7374, device='cuda:0')) | > loss_gen: 3.335982084274292 (2.718253001570701) | > loss_kl: 1.4208176136016846 (1.4754448937518252) | > loss_feat: 9.351882934570312 (7.126547685691287) | > loss_mel: 22.899892807006836 (21.702162470136383) | > loss_duration: 2.2656502723693848 (2.164487575846059) | > loss_1: 39.274227142333984 (35.18689568553652) | > grad_norm_1: tensor(355.3716, device='cuda:0') (tensor(137.4055, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.3873 (0.3604439390557153) | > loader_time: 0.0049 (0.003785603812762669)  --> TIME: 2024-06-10 15:39:06 -- STEP: 249/330 -- GLOBAL_STEP: 93200 | > loss_disc: 2.1700263023376465 (2.205461671074711) | > loss_disc_real_0: 0.09180616587400436 (0.11873028612878907) | > loss_disc_real_1: 0.16761985421180725 (0.20692610980037704) | > loss_disc_real_2: 0.21585190296173096 (0.21411707578413935) | > loss_disc_real_3: 0.20973064005374908 (0.21737888461375326) | > loss_disc_real_4: 0.20608796179294586 (0.20517732089303103) | > loss_disc_real_5: 0.18163524568080902 (0.20726590157752056) | > loss_0: 2.1700263023376465 (2.205461671074711) | > grad_norm_0: tensor(8.9707, device='cuda:0') (tensor(15.7955, device='cuda:0')) | > loss_gen: 2.70932674407959 (2.7247773605178156) | > loss_kl: 1.5482432842254639 (1.4704011195155986) | > loss_feat: 7.006533145904541 (7.132416037670579) | > loss_mel: 21.53164291381836 (21.670339944372227) | > loss_duration: 2.2283616065979004 (2.170678638550172) | > loss_1: 35.02410888671875 (35.16861316573668) | > grad_norm_1: tensor(231.2912, device='cuda:0') (tensor(146.9607, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.4057 (0.3646447696838992) | > loader_time: 0.0049 (0.003910732077786243)  --> TIME: 2024-06-10 15:39:17 -- STEP: 274/330 -- GLOBAL_STEP: 93225 | > loss_disc: 2.2048027515411377 (2.2052667197519855) | > loss_disc_real_0: 0.14413437247276306 (0.11916279134741664) | > loss_disc_real_1: 0.18597304821014404 (0.20799321251629044) | > loss_disc_real_2: 0.20845411717891693 (0.21353420218194488) | > loss_disc_real_3: 0.24365445971488953 (0.2171302964217471) | > loss_disc_real_4: 0.24669578671455383 (0.20577400422444309) | > loss_disc_real_5: 0.1892804652452469 (0.20695243280951994) | > loss_0: 2.2048027515411377 (2.2052667197519855) | > grad_norm_0: tensor(29.0190, device='cuda:0') (tensor(16.1724, device='cuda:0')) | > loss_gen: 2.782682418823242 (2.7233587599148716) | > loss_kl: 1.4485175609588623 (1.4676070156758716) | > loss_feat: 7.755363464355469 (7.14590204545181) | > loss_mel: 21.131649017333984 (21.64414829755352) | > loss_duration: 2.2412147521972656 (2.1772207213144235) | > loss_1: 35.35942459106445 (35.15823683773514) | > grad_norm_1: tensor(167.5149, device='cuda:0') (tensor(157.0311, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.4383 (0.36997501519474674) | > loader_time: 0.0054 (0.004057520497454345)  --> TIME: 2024-06-10 15:39:28 -- STEP: 299/330 -- GLOBAL_STEP: 93250 | > loss_disc: 2.0054049491882324 (2.208283919155797) | > loss_disc_real_0: 0.11613265424966812 (0.1200390873744735) | > loss_disc_real_1: 0.24626344442367554 (0.20910208056802332) | > loss_disc_real_2: 0.19286739826202393 (0.21351182535539898) | > loss_disc_real_3: 0.20856212079524994 (0.21697244092971585) | > loss_disc_real_4: 0.20017722249031067 (0.20610757819984266) | > loss_disc_real_5: 0.18061886727809906 (0.2066452022280581) | > loss_0: 2.0054049491882324 (2.208283919155797) | > grad_norm_0: tensor(12.2124, device='cuda:0') (tensor(16.7306, device='cuda:0')) | > loss_gen: 2.8912353515625 (2.7180027347743323) | > loss_kl: 1.4972333908081055 (1.467043680092164) | > loss_feat: 7.929203033447266 (7.154606050472194) | > loss_mel: 21.323068618774414 (21.611247780331013) | > loss_duration: 2.3343000411987305 (2.1857048532237178) | > loss_1: 35.975040435791016 (35.136605080952215) | > grad_norm_1: tensor(372.6203, device='cuda:0') (tensor(165.8356, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.474 (0.37727556101055854) | > loader_time: 0.0069 (0.0042477746472310875)  --> TIME: 2024-06-10 15:39:42 -- STEP: 324/330 -- GLOBAL_STEP: 93275 | > loss_disc: 2.092993974685669 (2.206808856607956) | > loss_disc_real_0: 0.11318177729845047 (0.1203093103558561) | > loss_disc_real_1: 0.20296145975589752 (0.20937231348620516) | > loss_disc_real_2: 0.192118838429451 (0.21312963502642546) | > loss_disc_real_3: 0.19605600833892822 (0.2169112196583071) | > loss_disc_real_4: 0.2400820553302765 (0.2058386164774865) | > loss_disc_real_5: 0.19751541316509247 (0.2061965288939299) | > loss_0: 2.092993974685669 (2.206808856607956) | > grad_norm_0: tensor(13.2099, device='cuda:0') (tensor(16.5614, device='cuda:0')) | > loss_gen: 2.550753593444824 (2.7156095239851217) | > loss_kl: 1.6157240867614746 (1.471990218133102) | > loss_feat: 8.937700271606445 (7.223225968855397) | > loss_mel: 20.228837966918945 (21.591164812629607) | > loss_duration: 2.3702890872955322 (2.1987719359221276) | > loss_1: 35.703304290771484 (35.2007624602612) | > grad_norm_1: tensor(116.5039, device='cuda:0') (tensor(167.7100, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.5873 (0.38947888877656733) | > loader_time: 0.0086 (0.004504008793536528)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1959900856018066 (2.1959900856018066) | > loss_disc_real_0: 0.1440538763999939 (0.1440538763999939) | > loss_disc_real_1: 0.2583121955394745 (0.2583121955394745) | > loss_disc_real_2: 0.25014176964759827 (0.25014176964759827) | > loss_disc_real_3: 0.17564676702022552 (0.17564676702022552) | > loss_disc_real_4: 0.16948240995407104 (0.16948240995407104) | > loss_disc_real_5: 0.20509746670722961 (0.20509746670722961) | > loss_0: 2.1959900856018066 (2.1959900856018066) | > loss_gen: 2.5548646450042725 (2.5548646450042725) | > loss_kl: 1.4692076444625854 (1.4692076444625854) | > loss_feat: 5.543761253356934 (5.543761253356934) | > loss_mel: 18.206892013549805 (18.206892013549805) | > loss_duration: 2.7435812950134277 (2.7435812950134277) | > loss_1: 30.518306732177734 (30.518306732177734)  --> STEP: 1 | > loss_disc: 2.529989242553711 (2.529989242553711) | > loss_disc_real_0: 0.14148777723312378 (0.14148777723312378) | > loss_disc_real_1: 0.19842934608459473 (0.19842934608459473) | > loss_disc_real_2: 0.2669660151004791 (0.2669660151004791) | > loss_disc_real_3: 0.3019699156284332 (0.3019699156284332) | > loss_disc_real_4: 0.3119671046733856 (0.3119671046733856) | > loss_disc_real_5: 0.32071560621261597 (0.32071560621261597) | > loss_0: 2.529989242553711 (2.529989242553711) | > loss_gen: 2.369598388671875 (2.369598388671875) | > loss_kl: 1.4568731784820557 (1.4568731784820557) | > loss_feat: 5.1243896484375 (5.1243896484375) | > loss_mel: 21.72801399230957 (21.72801399230957) | > loss_duration: 2.317762851715088 (2.317762851715088) | > loss_1: 32.996639251708984 (32.996639251708984)  --> STEP: 2 | > loss_disc: 1.893956184387207 (2.211972713470459) | > loss_disc_real_0: 0.07846780121326447 (0.10997778922319412) | > loss_disc_real_1: 0.23456300795078278 (0.21649617701768875) | > loss_disc_real_2: 0.22985705733299255 (0.24841153621673584) | > loss_disc_real_3: 0.17321617901325226 (0.23759304732084274) | > loss_disc_real_4: 0.15814611315727234 (0.23505660891532898) | > loss_disc_real_5: 0.20087984204292297 (0.26079772412776947) | > loss_0: 1.893956184387207 (2.211972713470459) | > loss_gen: 2.935702323913574 (2.6526503562927246) | > loss_kl: 1.6469706296920776 (1.5519219040870667) | > loss_feat: 7.047448635101318 (6.085919141769409) | > loss_mel: 22.219005584716797 (21.973509788513184) | > loss_duration: 2.4365549087524414 (2.3771588802337646) | > loss_1: 36.285682678222656 (34.64116096496582)  --> STEP: 3 | > loss_disc: 2.3521811962127686 (2.258708874384562) | > loss_disc_real_0: 0.07145805656909943 (0.0971378783384959) | > loss_disc_real_1: 0.14276665449142456 (0.19191966950893402) | > loss_disc_real_2: 0.3511956036090851 (0.2826728920141856) | > loss_disc_real_3: 0.30150118470191956 (0.25889575978120166) | > loss_disc_real_4: 0.2977214455604553 (0.2559448877970378) | > loss_disc_real_5: 0.3490540087223053 (0.29021648565928143) | > loss_0: 2.3521811962127686 (2.258708874384562) | > loss_gen: 2.8721420764923096 (2.7258142630259194) | > loss_kl: 1.9281566143035889 (1.6773334741592407) | > loss_feat: 6.942898750305176 (6.371579011281331) | > loss_mel: 22.427576065063477 (22.12486521402995) | > loss_duration: 2.1217103004455566 (2.2920093536376953) | > loss_1: 36.292484283447266 (35.191602071126304)  --> STEP: 4 | > loss_disc: 2.3089163303375244 (2.2712607383728027) | > loss_disc_real_0: 0.08341172337532043 (0.09370633959770203) | > loss_disc_real_1: 0.18990714848041534 (0.19141653925180435) | > loss_disc_real_2: 0.22750477492809296 (0.26888086274266243) | > loss_disc_real_3: 0.2114073485136032 (0.24702365696430206) | > loss_disc_real_4: 0.16965332627296448 (0.23437199741601944) | > loss_disc_real_5: 0.24144676327705383 (0.2780240550637245) | > loss_0: 2.3089163303375244 (2.2712607383728027) | > loss_gen: 2.5389113426208496 (2.679088532924652) | > loss_kl: 1.4222562313079834 (1.6135641634464264) | > loss_feat: 7.328857898712158 (6.610898733139038) | > loss_mel: 18.858169555664062 (21.308191299438477) | > loss_duration: 2.2806496620178223 (2.289169430732727) | > loss_1: 32.4288444519043 (34.5009126663208)  --> STEP: 5 | > loss_disc: 2.248415470123291 (2.2666916847229004) | > loss_disc_real_0: 0.09350474923849106 (0.09366602152585983) | > loss_disc_real_1: 0.31352460384368896 (0.21583815217018126) | > loss_disc_real_2: 0.274929404258728 (0.2700905710458755) | > loss_disc_real_3: 0.21550017595291138 (0.24071896076202393) | > loss_disc_real_4: 0.11953537911176682 (0.21140467375516891) | > loss_disc_real_5: 0.3161492943763733 (0.2856491029262543) | > loss_0: 2.248415470123291 (2.2666916847229004) | > loss_gen: 2.748842716217041 (2.69303936958313) | > loss_kl: 1.8540220260620117 (1.6616557359695434) | > loss_feat: 5.62583589553833 (6.413886165618896) | > loss_mel: 21.07250213623047 (21.261053466796874) | > loss_duration: 2.3506109714508057 (2.301457738876343) | > loss_1: 33.65181350708008 (34.331092834472656)  --> STEP: 6 | > loss_disc: 2.4415900707244873 (2.295841415723165) | > loss_disc_real_0: 0.12430937588214874 (0.09877324725190799) | > loss_disc_real_1: 0.21721118688583374 (0.2160669912894567) | > loss_disc_real_2: 0.22508308291435242 (0.26258932302395505) | > loss_disc_real_3: 0.27016952633857727 (0.24562738835811615) | > loss_disc_real_4: 0.2834495007991791 (0.2234121449291706) | > loss_disc_real_5: 0.4341321587562561 (0.31039627889792126) | > loss_0: 2.4415900707244873 (2.295841415723165) | > loss_gen: 2.837418794631958 (2.717102607091268) | > loss_kl: 1.6670571565628052 (1.6625559727350872) | > loss_feat: 5.726598262786865 (6.299338181813558) | > loss_mel: 21.827129364013672 (21.35539944966634) | > loss_duration: 2.1820566654205322 (2.281557559967041) | > loss_1: 34.24026107788086 (34.31595420837402)  --> STEP: 7 | > loss_disc: 1.948908805847168 (2.246279614312308) | > loss_disc_real_0: 0.14217135310173035 (0.10497297665902547) | > loss_disc_real_1: 0.2882767617702484 (0.22638267278671265) | > loss_disc_real_2: 0.21593625843524933 (0.25592459951128277) | > loss_disc_real_3: 0.17739315330982208 (0.23587964049407414) | > loss_disc_real_4: 0.2777673304080963 (0.23117717142615998) | > loss_disc_real_5: 0.2130051702260971 (0.29648326337337494) | > loss_0: 1.948908805847168 (2.246279614312308) | > loss_gen: 3.349728584289551 (2.807477746691023) | > loss_kl: 1.6807844638824463 (1.6651600428989954) | > loss_feat: 7.204771995544434 (6.428685869489398) | > loss_mel: 21.479991912841797 (21.37319837297712) | > loss_duration: 2.432769775390625 (2.303159305027553) | > loss_1: 36.14804458618164 (34.577681405203684)  --> STEP: 8 | > loss_disc: 2.251065254211426 (2.246877819299698) | > loss_disc_real_0: 0.0853346735239029 (0.10251818876713514) | > loss_disc_real_1: 0.22240479290485382 (0.2258854378014803) | > loss_disc_real_2: 0.20135611295700073 (0.24910353869199753) | > loss_disc_real_3: 0.2071215808391571 (0.2322848830372095) | > loss_disc_real_4: 0.19901438057422638 (0.2271568225696683) | > loss_disc_real_5: 0.23682187497615814 (0.28902558982372284) | > loss_0: 2.251065254211426 (2.246877819299698) | > loss_gen: 2.395291566848755 (2.755954474210739) | > loss_kl: 1.889472484588623 (1.693199098110199) | > loss_feat: 7.216682434082031 (6.527185440063477) | > loss_mel: 18.673425674438477 (21.03572678565979) | > loss_duration: 2.225512981414795 (2.2934535145759583) | > loss_1: 32.400386810302734 (34.305519580841064)  --> STEP: 9 | > loss_disc: 2.2891223430633545 (2.2515716552734375) | > loss_disc_real_0: 0.14817488193511963 (0.10759115467468898) | > loss_disc_real_1: 0.15859536826610565 (0.2184087634086609) | > loss_disc_real_2: 0.2908223867416382 (0.2537389662530687) | > loss_disc_real_3: 0.22127380967140198 (0.23106143044100869) | > loss_disc_real_4: 0.1551470160484314 (0.21915573295619753) | > loss_disc_real_5: 0.2419624626636505 (0.2837963534726037) | > loss_0: 2.2891223430633545 (2.2515716552734375) | > loss_gen: 2.4591596126556396 (2.7229772673712835) | > loss_kl: 1.880383014678955 (1.713997311062283) | > loss_feat: 9.14731216430664 (6.8183106316460504) | > loss_mel: 23.123943328857422 (21.267750846015083) | > loss_duration: 2.149517297744751 (2.277460601594713) | > loss_1: 38.76031494140625 (34.80049684312608)  --> STEP: 10 | > loss_disc: 2.601565361022949 (2.2865710258483887) | > loss_disc_real_0: 0.21358250081539154 (0.11819028928875923) | > loss_disc_real_1: 0.2035037875175476 (0.21691826581954957) | > loss_disc_real_2: 0.29611510038375854 (0.2579765796661377) | > loss_disc_real_3: 0.25157102942466736 (0.23311239033937453) | > loss_disc_real_4: 0.21036723256111145 (0.21827688291668892) | > loss_disc_real_5: 0.2856117784976959 (0.2839778959751129) | > loss_0: 2.601565361022949 (2.2865710258483887) | > loss_gen: 2.3769302368164062 (2.688372564315796) | > loss_kl: 1.4053428173065186 (1.6831318616867066) | > loss_feat: 4.767061710357666 (6.613185739517212) | > loss_mel: 17.808090209960938 (20.921784782409667) | > loss_duration: 2.244835376739502 (2.274198079109192) | > loss_1: 28.60226058959961 (34.18067321777344)  --> STEP: 11 | > loss_disc: 2.020756244659424 (2.262406045740301) | > loss_disc_real_0: 0.12936076521873474 (0.11920578710057518) | > loss_disc_real_1: 0.1456051617860794 (0.21043525636196136) | > loss_disc_real_2: 0.2504894733428955 (0.257295933636752) | > loss_disc_real_3: 0.15411441028118134 (0.2259307557886297) | > loss_disc_real_4: 0.19250702857971191 (0.21593416888605466) | > loss_disc_real_5: 0.22503267228603363 (0.2786192392761057) | > loss_0: 2.020756244659424 (2.262406045740301) | > loss_gen: 3.0324532985687256 (2.719652631066062) | > loss_kl: 1.825028419494629 (1.696031548760154) | > loss_feat: 7.079057693481445 (6.6555377353321425) | > loss_mel: 21.571733474731445 (20.98087102716619) | > loss_duration: 2.42561411857605 (2.287963173606179) | > loss_1: 35.93388366699219 (34.340055985884234)  --> STEP: 12 | > loss_disc: 2.483250617980957 (2.280809760093689) | > loss_disc_real_0: 0.1441497504711151 (0.12128445071478684) | > loss_disc_real_1: 0.3200591206550598 (0.21957057838638624) | > loss_disc_real_2: 0.38098007440567017 (0.2676029453674952) | > loss_disc_real_3: 0.2703744173049927 (0.22963439424832663) | > loss_disc_real_4: 0.25258132815361023 (0.2189880988250176) | > loss_disc_real_5: 0.27609676122665405 (0.27840903277198475) | > loss_0: 2.483250617980957 (2.280809760093689) | > loss_gen: 2.96502947807312 (2.740100701649984) | > loss_kl: 1.5358376502990723 (1.6826820572217305) | > loss_feat: 6.422641754150391 (6.63612973690033) | > loss_mel: 20.86145782470703 (20.970919926961262) | > loss_duration: 2.2141194343566895 (2.2818095286687217) | > loss_1: 33.99908447265625 (34.311641693115234)  --> STEP: 13 | > loss_disc: 2.3968372344970703 (2.2897349504324107) | > loss_disc_real_0: 0.17930440604686737 (0.12574752420186996) | > loss_disc_real_1: 0.2148670256137848 (0.21920876663464767) | > loss_disc_real_2: 0.21188408136367798 (0.2633168789056631) | > loss_disc_real_3: 0.28172311186790466 (0.23364121868060186) | > loss_disc_real_4: 0.23527935147285461 (0.22024127210562044) | > loss_disc_real_5: 0.33187955617904663 (0.28252214995714336) | > loss_0: 2.3968372344970703 (2.2897349504324107) | > loss_gen: 2.548597574234009 (2.725369691848755) | > loss_kl: 1.6766990423202515 (1.6822218253062322) | > loss_feat: 4.873655796051025 (6.50055481837346) | > loss_mel: 19.0858097076416 (20.82591144855206) | > loss_duration: 2.14542293548584 (2.271318252270038) | > loss_1: 30.330184936523438 (34.00537578876202)  --> STEP: 14 | > loss_disc: 2.4137744903564453 (2.2985949175698415) | > loss_disc_real_0: 0.10146649181842804 (0.12401316474590983) | > loss_disc_real_1: 0.27379491925239563 (0.22310777753591537) | > loss_disc_real_2: 0.3798989951610565 (0.27164417292390547) | > loss_disc_real_3: 0.3170108497142792 (0.23959619232586452) | > loss_disc_real_4: 0.2602652609348297 (0.22310012845056398) | > loss_disc_real_5: 0.3104592561721802 (0.2845176575439317) | > loss_0: 2.4137744903564453 (2.2985949175698415) | > loss_gen: 3.139270305633545 (2.7549340214048113) | > loss_kl: 1.9457342624664307 (1.7010441422462463) | > loss_feat: 7.011066913604736 (6.537019968032837) | > loss_mel: 23.39144515991211 (21.009163856506348) | > loss_duration: 2.3974061012268066 (2.2803245271955217) | > loss_1: 37.884925842285156 (34.28248650687081)  --> STEP: 15 | > loss_disc: 1.9014230966567993 (2.2721167961756388) | > loss_disc_real_0: 0.15066778659820557 (0.12579013953606288) | > loss_disc_real_1: 0.1967436969280243 (0.22135017216205596) | > loss_disc_real_2: 0.3094589114189148 (0.27416515549023945) | > loss_disc_real_3: 0.1632743924856186 (0.2345080723365148) | > loss_disc_real_4: 0.1639915555715561 (0.2191595569252968) | > loss_disc_real_5: 0.23621849715709686 (0.2812977135181427) | > loss_0: 1.9014230966567993 (2.2721167961756388) | > loss_gen: 3.431281089782715 (2.800023825963338) | > loss_kl: 1.344093680381775 (1.677247444788615) | > loss_feat: 10.664329528808594 (6.81217393875122) | > loss_mel: 22.97846031188965 (21.140450286865235) | > loss_duration: 2.323460578918457 (2.283200263977051) | > loss_1: 40.74162673950195 (34.71309585571289)  --> STEP: 16 | > loss_disc: 2.5564544200897217 (2.289887897670269) | > loss_disc_real_0: 0.13536936044692993 (0.12638884084299207) | > loss_disc_real_1: 0.17573140561580658 (0.21849899925291538) | > loss_disc_real_2: 0.3501792848110199 (0.27891603857278824) | > loss_disc_real_3: 0.31870973110198975 (0.23977067600935698) | > loss_disc_real_4: 0.32646676898002625 (0.22586625767871737) | > loss_disc_real_5: 0.3465713858604431 (0.2853773180395365) | > loss_0: 2.5564544200897217 (2.289887897670269) | > loss_gen: 3.0600454807281494 (2.816275179386139) | > loss_kl: 1.37774658203125 (1.6585286408662796) | > loss_feat: 6.766777038574219 (6.809336632490158) | > loss_mel: 19.889265060424805 (21.062251210212708) | > loss_duration: 2.3743557929992676 (2.2888974845409393) | > loss_1: 33.46818923950195 (34.63528919219971)  --> STEP: 17 | > loss_disc: 2.210106134414673 (2.285194852772881) | > loss_disc_real_0: 0.11995335668325424 (0.12601028295124278) | > loss_disc_real_1: 0.29001981019973755 (0.22270610577919903) | > loss_disc_real_2: 0.2469796985387802 (0.27703743033549366) | > loss_disc_real_3: 0.201936274766922 (0.2375451229950961) | > loss_disc_real_4: 0.19272537529468536 (0.22391679400906844) | > loss_disc_real_5: 0.1608881801366806 (0.2780544275746626) | > loss_0: 2.210106134414673 (2.285194852772881) | > loss_gen: 2.52912974357605 (2.7993842713973103) | > loss_kl: 1.507602334022522 (1.6496506228166468) | > loss_feat: 5.7118611335754395 (6.744779250201057) | > loss_mel: 20.17181396484375 (21.009872548720416) | > loss_duration: 2.3419337272644043 (2.2920172635246727) | > loss_1: 32.2623405456543 (34.49570397769703)  --> STEP: 18 | > loss_disc: 1.8387161493301392 (2.2603904803593955) | > loss_disc_real_0: 0.08826646208763123 (0.12391340401437548) | > loss_disc_real_1: 0.15585531294345856 (0.21899217284388012) | > loss_disc_real_2: 0.2226317971944809 (0.2740148951609929) | > loss_disc_real_3: 0.23593789339065552 (0.23745583246151605) | > loss_disc_real_4: 0.22469377517700195 (0.22395995962950918) | > loss_disc_real_5: 0.20070500671863556 (0.27375723752710557) | > loss_0: 1.8387161493301392 (2.2603904803593955) | > loss_gen: 3.2138872146606445 (2.8224122126897178) | > loss_kl: 1.6853563785552979 (1.6516342759132385) | > loss_feat: 8.939623832702637 (6.8667150603400335) | > loss_mel: 25.358245849609375 (21.25144884321425) | > loss_duration: 2.219189167022705 (2.287971258163452) | > loss_1: 41.41630172729492 (34.880181630452476)  --> STEP: 19 | > loss_disc: 2.7261478900909424 (2.2849040282400033) | > loss_disc_real_0: 0.18022982776165009 (0.1268774263168636) | > loss_disc_real_1: 0.25178059935569763 (0.22071787950239682) | > loss_disc_real_2: 0.28916746377944946 (0.27481239877249064) | > loss_disc_real_3: 0.28714683651924133 (0.24007114846455424) | > loss_disc_real_4: 0.3277043402194977 (0.229420190186877) | > loss_disc_real_5: 0.3826521039009094 (0.2794885462836215) | > loss_0: 2.7261478900909424 (2.2849040282400033) | > loss_gen: 2.5103845596313477 (2.805989704634014) | > loss_kl: 1.5219327211380005 (1.6448078782934892) | > loss_feat: 5.206807613372803 (6.779351510499653) | > loss_mel: 19.5459041595459 (21.16168333354749) | > loss_duration: 2.3370285034179688 (2.2905532184400057) | > loss_1: 31.122058868408203 (34.68238569560804)  --> STEP: 20 | > loss_disc: 1.734466552734375 (2.2573821544647217) | > loss_disc_real_0: 0.04431241750717163 (0.12274917587637901) | > loss_disc_real_1: 0.13391272723674774 (0.21637762188911439) | > loss_disc_real_2: 0.24721774458885193 (0.27343266606330874) | > loss_disc_real_3: 0.17280100286006927 (0.23670764118433) | > loss_disc_real_4: 0.14406965672969818 (0.22515266351401805) | > loss_disc_real_5: 0.15113575756549835 (0.2730709068477154) | > loss_0: 1.734466552734375 (2.2573821544647217) | > loss_gen: 2.7285780906677246 (2.8021191239356993) | > loss_kl: 1.3094958066940308 (1.6280422747135161) | > loss_feat: 7.213184833526611 (6.801043176651001) | > loss_mel: 23.389785766601562 (21.27308845520019) | > loss_duration: 2.3401262760162354 (2.293031871318817) | > loss_1: 36.981170654296875 (34.79732494354248)  --> STEP: 21 | > loss_disc: 2.472238779067993 (2.267613422302973) | > loss_disc_real_0: 0.11587569862604141 (0.12242186743588675) | > loss_disc_real_1: 0.22924038767814636 (0.21699013454573496) | > loss_disc_real_2: 0.41591978073120117 (0.2802177667617798) | > loss_disc_real_3: 0.28092160820961 (0.2388130681855338) | > loss_disc_real_4: 0.23274879157543182 (0.2255143838978949) | > loss_disc_real_5: 0.3180308938026428 (0.2752118586074738) | > loss_0: 2.472238779067993 (2.267613422302973) | > loss_gen: 2.778427839279175 (2.800990967523484) | > loss_kl: 1.3002487421035767 (1.6124330588749476) | > loss_feat: 6.180906772613525 (6.771512871696835) | > loss_mel: 20.568458557128906 (21.239534650530132) | > loss_duration: 2.1956629753112793 (2.28839525722322) | > loss_1: 33.023704528808594 (34.71286682855515)  --> STEP: 22 | > loss_disc: 2.440800189971924 (2.2754855481061074) | > loss_disc_real_0: 0.16393576562404633 (0.12430886280807582) | > loss_disc_real_1: 0.36494889855384827 (0.2237155329097401) | > loss_disc_real_2: 0.2920413315296173 (0.2807552015239542) | > loss_disc_real_3: 0.2599991261959076 (0.23977607082236896) | > loss_disc_real_4: 0.2729373872280121 (0.22766997495835478) | > loss_disc_real_5: 0.3790333569049835 (0.279931017620997) | > loss_0: 2.440800189971924 (2.2754855481061074) | > loss_gen: 3.28935170173645 (2.8231891827149824) | > loss_kl: 1.5259246826171875 (1.6085008599541404) | > loss_feat: 7.253378868103027 (6.7934158715334805) | > loss_mel: 23.14974594116211 (21.32636243646795) | > loss_duration: 2.250204563140869 (2.2866593165831133) | > loss_1: 37.46860885620117 (34.83812782981179)  --> STEP: 23 | > loss_disc: 1.823226809501648 (2.2558221246885224) | > loss_disc_real_0: 0.0682906061410904 (0.12187328643125037) | > loss_disc_real_1: 0.14526714384555817 (0.22030473338521045) | > loss_disc_real_2: 0.28591832518577576 (0.28097968516142474) | > loss_disc_real_3: 0.2028665393590927 (0.2381713085848352) | > loss_disc_real_4: 0.18089458346366882 (0.2256362622846728) | > loss_disc_real_5: 0.215519979596138 (0.2771305377068727) | > loss_0: 1.823226809501648 (2.2558221246885224) | > loss_gen: 3.0280349254608154 (2.8320955193561055) | > loss_kl: 1.4880316257476807 (1.6032630671625552) | > loss_feat: 8.66230583190918 (6.874671956767207) | > loss_mel: 20.41396713256836 (21.286693075428836) | > loss_duration: 2.3613951206207275 (2.2899086993673574) | > loss_1: 35.9537353515625 (34.886632504670516)  --> STEP: 24 | > loss_disc: 2.237410545349121 (2.2550549755493807) | > loss_disc_real_0: 0.1639295518398285 (0.12362563082327445) | > loss_disc_real_1: 0.21876366436481476 (0.2202405221760273) | > loss_disc_real_2: 0.2899375855922699 (0.28135293101271) | > loss_disc_real_3: 0.324945867061615 (0.24178691518803438) | > loss_disc_real_4: 0.2580247223377228 (0.22698578145354986) | > loss_disc_real_5: 0.2987787425518036 (0.2780325462420781) | > loss_0: 2.237410545349121 (2.2550549755493807) | > loss_gen: 3.1983461380004883 (2.8473559617996216) | > loss_kl: 1.4212993383407593 (1.5956812451283138) | > loss_feat: 6.067807674407959 (6.841052611668904) | > loss_mel: 20.373119354248047 (21.24862750371297) | > loss_duration: 2.462402582168579 (2.297095944484075) | > loss_1: 33.52297592163086 (34.8298134803772)  --> STEP: 25 | > loss_disc: 1.8581870794296265 (2.2391802597045904) | > loss_disc_real_0: 0.11840561777353287 (0.1234168303012848) | > loss_disc_real_1: 0.18763135373592377 (0.21893615543842315) | > loss_disc_real_2: 0.22371767461299896 (0.2790475207567215) | > loss_disc_real_3: 0.19364136457443237 (0.2398610931634903) | > loss_disc_real_4: 0.15707118809223175 (0.22418919771909715) | > loss_disc_real_5: 0.1205381453037262 (0.27173277020454406) | > loss_0: 1.8581870794296265 (2.2391802597045904) | > loss_gen: 2.9237000942230225 (2.8504097270965576) | > loss_kl: 1.4799516201019287 (1.5910520601272582) | > loss_feat: 7.343735694885254 (6.861159934997558) | > loss_mel: 21.528295516967773 (21.259814224243165) | > loss_duration: 2.3888864517211914 (2.3007675647735595) | > loss_1: 35.66456604003906 (34.863203582763674)  --> STEP: 26 | > loss_disc: 2.1790192127227783 (2.236866373282213) | > loss_disc_real_0: 0.12291449308395386 (0.12339750963907975) | > loss_disc_real_1: 0.14101523160934448 (0.21593919682961243) | > loss_disc_real_2: 0.14335693418979645 (0.273828652042609) | > loss_disc_real_3: 0.31851616501808167 (0.24288628823482072) | > loss_disc_real_4: 0.26286277174949646 (0.2256766428741125) | > loss_disc_real_5: 0.25221386551856995 (0.27098204310123736) | > loss_0: 2.1790192127227783 (2.236866373282213) | > loss_gen: 2.691014051437378 (2.8442791241865892) | > loss_kl: 1.754667043685913 (1.5973449441102834) | > loss_feat: 10.917354583740234 (7.017167421487661) | > loss_mel: 24.750415802001953 (21.39406813108004) | > loss_duration: 2.3591976165771484 (2.303014874458313) | > loss_1: 42.47264862060547 (35.155874545757584) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023507980199960563 (+2.4841381953313e-05) | > avg_loss_disc: 2.236866373282213 (+0.09969782829284757) | > avg_loss_disc_real_0: 0.12339750963907975 (-0.007821659056039959) | > avg_loss_disc_real_1: 0.21593919682961243 (+0.00450998143507883) | > avg_loss_disc_real_2: 0.273828652042609 (+0.08350292535928577) | > avg_loss_disc_real_3: 0.24288628823482072 (+0.0074743462296632535) | > avg_loss_disc_real_4: 0.2256766428741125 (-0.032343277850976404) | > avg_loss_disc_real_5: 0.27098204310123736 (+0.016518737261111915) | > avg_loss_0: 2.236866373282213 (+0.09969782829284757) | > avg_loss_gen: 2.8442791241865892 (-0.04079296955695533) | > avg_loss_kl: 1.5973449441102834 (-0.06702127594214224) | > avg_loss_feat: 7.017167421487661 (-0.36848968725938036) | > avg_loss_mel: 21.39406813108004 (-0.573242260859562) | > avg_loss_duration: 2.303014874458313 (+0.026562828284044215) | > avg_loss_1: 35.155874545757584 (-1.0229836977445288) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_93281.pth  > EPOCH: 16/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:40:14)   --> TIME: 2024-06-10 15:40:21 -- STEP: 19/330 -- GLOBAL_STEP: 93300 | > loss_disc: 2.194138288497925 (2.218103132749859) | > loss_disc_real_0: 0.1449681520462036 (0.12855474572432668) | > loss_disc_real_1: 0.1889752894639969 (0.19645090401172638) | > loss_disc_real_2: 0.19788876175880432 (0.20492659979744962) | > loss_disc_real_3: 0.1993725597858429 (0.21434749427594638) | > loss_disc_real_4: 0.16331617534160614 (0.20086202103840678) | > loss_disc_real_5: 0.15859360992908478 (0.2103074914530704) | > loss_0: 2.194138288497925 (2.218103132749859) | > grad_norm_0: tensor(6.5662, device='cuda:0') (tensor(16.9062, device='cuda:0')) | > loss_gen: 2.6886355876922607 (2.6280510425567627) | > loss_kl: 1.5518606901168823 (1.465687161997745) | > loss_feat: 7.637873649597168 (6.613249552877326) | > loss_mel: 22.389789581298828 (21.73268649452611) | > loss_duration: 2.193453311920166 (2.2948071705667594) | > loss_1: 36.46161651611328 (34.73448181152344) | > grad_norm_1: tensor(200.9195, device='cuda:0') (tensor(135.1202, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3599 (0.3457741486398797) | > loader_time: 0.0032 (0.0031520692925704153)  --> TIME: 2024-06-10 15:40:30 -- STEP: 44/330 -- GLOBAL_STEP: 93325 | > loss_disc: 1.8723375797271729 (2.187764026901939) | > loss_disc_real_0: 0.07945358753204346 (0.11087625194340944) | > loss_disc_real_1: 0.17864036560058594 (0.20408580316738648) | > loss_disc_real_2: 0.20452861487865448 (0.21012180840427225) | > loss_disc_real_3: 0.222650408744812 (0.21639043228192764) | > loss_disc_real_4: 0.12140583246946335 (0.20192679373378103) | > loss_disc_real_5: 0.1993301957845688 (0.21118629080328075) | > loss_0: 1.8723375797271729 (2.187764026901939) | > grad_norm_0: tensor(19.5646, device='cuda:0') (tensor(17.7700, device='cuda:0')) | > loss_gen: 3.3978428840637207 (2.7493898435072466) | > loss_kl: 1.3679229021072388 (1.5002083019776777) | > loss_feat: 8.733354568481445 (7.0486651767383925) | > loss_mel: 21.780397415161133 (21.71775367043235) | > loss_duration: 2.0737156867980957 (2.2025720748034385) | > loss_1: 37.353233337402344 (35.21858943592418) | > grad_norm_1: tensor(168.1754, device='cuda:0') (tensor(157.6008, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3563 (0.3498379425569015) | > loader_time: 0.0032 (0.00332077524878762)  --> TIME: 2024-06-10 15:40:39 -- STEP: 69/330 -- GLOBAL_STEP: 93350 | > loss_disc: 2.3085744380950928 (2.1958326567774242) | > loss_disc_real_0: 0.1573472023010254 (0.10891826591197995) | > loss_disc_real_1: 0.237631157040596 (0.20327879941981772) | > loss_disc_real_2: 0.21315434575080872 (0.21155744855818542) | > loss_disc_real_3: 0.23148077726364136 (0.21962661350118942) | > loss_disc_real_4: 0.20878499746322632 (0.21173192128755045) | > loss_disc_real_5: 0.24704323709011078 (0.21138797009336777) | > loss_0: 2.3085744380950928 (2.1958326567774242) | > grad_norm_0: tensor(7.8277, device='cuda:0') (tensor(17.9512, device='cuda:0')) | > loss_gen: 2.5938663482666016 (2.7683854414069136) | > loss_kl: 1.4905314445495605 (1.5116977104242297) | > loss_feat: 7.405796051025391 (7.118670456651328) | > loss_mel: 22.000957489013672 (21.707914656487063) | > loss_duration: 2.074885368347168 (2.1720483855924746) | > loss_1: 35.566036224365234 (35.27871670930282) | > grad_norm_1: tensor(321.1244, device='cuda:0') (tensor(185.9764, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3296 (0.3511032470758411) | > loader_time: 0.0033 (0.003469992375028306)  --> TIME: 2024-06-10 15:40:48 -- STEP: 94/330 -- GLOBAL_STEP: 93375 | > loss_disc: 2.2195677757263184 (2.2002591148335897) | > loss_disc_real_0: 0.11452110856771469 (0.11054371741223842) | > loss_disc_real_1: 0.19049713015556335 (0.2023429436252472) | > loss_disc_real_2: 0.1425773948431015 (0.2119698090122101) | > loss_disc_real_3: 0.21712227165699005 (0.2200408787169355) | > loss_disc_real_4: 0.19514577090740204 (0.2129386871102008) | > loss_disc_real_5: 0.20010368525981903 (0.20934038847050768) | > loss_0: 2.2195677757263184 (2.2002591148335897) | > grad_norm_0: tensor(24.3783, device='cuda:0') (tensor(18.8629, device='cuda:0')) | > loss_gen: 2.7179696559906006 (2.743504503940015) | > loss_kl: 1.5842775106430054 (1.4995295481478914) | > loss_feat: 7.113427639007568 (7.080556052796384) | > loss_mel: 21.707067489624023 (21.710480426220197) | > loss_duration: 2.145329475402832 (2.1583538106147278) | > loss_1: 35.268070220947266 (35.19242440893295) | > grad_norm_1: tensor(311.8403, device='cuda:0') (tensor(205.0212, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3422 (0.35069109531159104) | > loader_time: 0.0039 (0.003515514921634755)  --> TIME: 2024-06-10 15:40:57 -- STEP: 119/330 -- GLOBAL_STEP: 93400 | > loss_disc: 2.308323860168457 (2.1975613642139606) | > loss_disc_real_0: 0.10185413062572479 (0.1134561865958346) | > loss_disc_real_1: 0.20440001785755157 (0.2031328706931667) | > loss_disc_real_2: 0.25992220640182495 (0.21238264203572474) | > loss_disc_real_3: 0.24915817379951477 (0.2188361333448346) | > loss_disc_real_4: 0.22273986041545868 (0.21188106581944374) | > loss_disc_real_5: 0.2577981650829315 (0.21064108121795816) | > loss_0: 2.308323860168457 (2.1975613642139606) | > grad_norm_0: tensor(19.4443, device='cuda:0') (tensor(19.4653, device='cuda:0')) | > loss_gen: 2.4611010551452637 (2.741876165406044) | > loss_kl: 1.4124019145965576 (1.4947885495274007) | > loss_feat: 6.506378650665283 (7.111857209886823) | > loss_mel: 20.960676193237305 (21.70419353196602) | > loss_duration: 2.0969338417053223 (2.1514546791044586) | > loss_1: 33.43749237060547 (35.204170227050795) | > grad_norm_1: tensor(239.6231, device='cuda:0') (tensor(209.9856, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3647 (0.35125047218899774) | > loader_time: 0.0038 (0.0035593409498198693)  --> TIME: 2024-06-10 15:41:07 -- STEP: 144/330 -- GLOBAL_STEP: 93425 | > loss_disc: 2.193574905395508 (2.1996909677982344) | > loss_disc_real_0: 0.14100340008735657 (0.11550210108463135) | > loss_disc_real_1: 0.23387236893177032 (0.20323606818500492) | > loss_disc_real_2: 0.24847416579723358 (0.21215952715526024) | > loss_disc_real_3: 0.22901694476604462 (0.21844635293301606) | > loss_disc_real_4: 0.23064252734184265 (0.21023900206718177) | > loss_disc_real_5: 0.18904858827590942 (0.20953429976685178) | > loss_0: 2.193574905395508 (2.1996909677982344) | > grad_norm_0: tensor(35.6345, device='cuda:0') (tensor(18.5107, device='cuda:0')) | > loss_gen: 2.7855966091156006 (2.7358103295167293) | > loss_kl: 1.5293185710906982 (1.4891195222735405) | > loss_feat: 6.922542572021484 (7.111930277612474) | > loss_mel: 21.76184844970703 (21.70098091496363) | > loss_duration: 2.1002395153045654 (2.1521480497386705) | > loss_1: 35.099544525146484 (35.189989089965835) | > grad_norm_1: tensor(271.2742, device='cuda:0') (tensor(201.9553, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3764 (0.3526765224006442) | > loader_time: 0.0045 (0.0036663959423700967)  --> TIME: 2024-06-10 15:41:16 -- STEP: 169/330 -- GLOBAL_STEP: 93450 | > loss_disc: 2.1994409561157227 (2.2023474662261617) | > loss_disc_real_0: 0.12621301412582397 (0.11599053105218171) | > loss_disc_real_1: 0.21975015103816986 (0.20424136669325405) | > loss_disc_real_2: 0.2235095500946045 (0.21340173068483906) | > loss_disc_real_3: 0.2176668643951416 (0.2186110641300325) | > loss_disc_real_4: 0.1824949085712433 (0.20888767334131095) | > loss_disc_real_5: 0.21324147284030914 (0.208958893132633) | > loss_0: 2.1994409561157227 (2.2023474662261617) | > grad_norm_0: tensor(20.8229, device='cuda:0') (tensor(18.3054, device='cuda:0')) | > loss_gen: 2.905376672744751 (2.7316460327283876) | > loss_kl: 1.3922218084335327 (1.4871308606051832) | > loss_feat: 7.2852067947387695 (7.12369121461225) | > loss_mel: 21.685997009277344 (21.71990830235229) | > loss_duration: 2.1709747314453125 (2.153248904019416) | > loss_1: 35.43977737426758 (35.21562531149602) | > grad_norm_1: tensor(194.0434, device='cuda:0') (tensor(195.2919, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3726 (0.35485416474426995) | > loader_time: 0.0047 (0.003770524933493349)  --> TIME: 2024-06-10 15:41:26 -- STEP: 194/330 -- GLOBAL_STEP: 93475 | > loss_disc: 2.3560538291931152 (2.20259089752571) | > loss_disc_real_0: 0.1036912351846695 (0.11723919786973712) | > loss_disc_real_1: 0.24915184080600739 (0.20495172221328795) | > loss_disc_real_2: 0.21444624662399292 (0.2134602591395378) | > loss_disc_real_3: 0.24405573308467865 (0.21744883183351493) | > loss_disc_real_4: 0.2296045422554016 (0.2068323373948176) | > loss_disc_real_5: 0.2507169544696808 (0.20895249696122004) | > loss_0: 2.3560538291931152 (2.20259089752571) | > grad_norm_0: tensor(12.1844, device='cuda:0') (tensor(17.8484, device='cuda:0')) | > loss_gen: 2.551712989807129 (2.729856825366463) | > loss_kl: 1.397221326828003 (1.4862559431606959) | > loss_feat: 6.973327159881592 (7.1371680313778905) | > loss_mel: 21.92159080505371 (21.69289630221339) | > loss_duration: 2.1664538383483887 (2.1578937572302253) | > loss_1: 35.01030731201172 (35.20407080896123) | > grad_norm_1: tensor(86.4590, device='cuda:0') (tensor(192.4311, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.3959 (0.35827918396782643) | > loader_time: 0.0054 (0.0038702205284354614)  --> TIME: 2024-06-10 15:41:36 -- STEP: 219/330 -- GLOBAL_STEP: 93500 | > loss_disc: 2.3534257411956787 (2.208845919670038) | > loss_disc_real_0: 0.17967018485069275 (0.11850245145562033) | > loss_disc_real_1: 0.24158892035484314 (0.2056819411445426) | > loss_disc_real_2: 0.2230173647403717 (0.2131960472968071) | > loss_disc_real_3: 0.21845375001430511 (0.2176171824948428) | > loss_disc_real_4: 0.20573394000530243 (0.20689637863744884) | > loss_disc_real_5: 0.19671495258808136 (0.20914733988237164) | > loss_0: 2.3534257411956787 (2.208845919670038) | > grad_norm_0: tensor(9.9369, device='cuda:0') (tensor(17.0787, device='cuda:0')) | > loss_gen: 2.7237706184387207 (2.7232294496335947) | > loss_kl: 1.6953035593032837 (1.4861462431955552) | > loss_feat: 7.943541526794434 (7.1485065129249605) | > loss_mel: 20.552398681640625 (21.68575603014804) | > loss_duration: 2.2163949012756348 (2.1626103131194068) | > loss_1: 35.131412506103516 (35.206248470637355) | > grad_norm_1: tensor(68.8793, device='cuda:0') (tensor(184.7663, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.4011 (0.3623780812302682) | > loader_time: 0.0051 (0.003996158843715443) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_93500.pth  --> TIME: 2024-06-10 15:41:50 -- STEP: 244/330 -- GLOBAL_STEP: 93525 | > loss_disc: 2.2172136306762695 (2.2137742477362297) | > loss_disc_real_0: 0.17136681079864502 (0.11962189905528652) | > loss_disc_real_1: 0.2860786020755768 (0.2060323662933756) | > loss_disc_real_2: 0.22894752025604248 (0.21335186302417614) | > loss_disc_real_3: 0.2095375806093216 (0.21785448888530493) | > loss_disc_real_4: 0.16878663003444672 (0.2074386668009836) | > loss_disc_real_5: 0.20791490375995636 (0.20940419805587315) | > loss_0: 2.2172136306762695 (2.2137742477362297) | > grad_norm_0: tensor(19.5272, device='cuda:0') (tensor(16.8063, device='cuda:0')) | > loss_gen: 2.8575258255004883 (2.7177603137297712) | > loss_kl: 1.493272066116333 (1.481487061156601) | > loss_feat: 7.209230899810791 (7.133966873903743) | > loss_mel: 21.11728858947754 (21.66131216580752) | > loss_duration: 2.1591224670410156 (2.169219502660092) | > loss_1: 34.83644104003906 (35.16374583322494) | > grad_norm_1: tensor(135.8042, device='cuda:0') (tensor(181.5009, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.4184 (0.36863087044387577) | > loader_time: 0.0072 (0.004151366773198865)  --> TIME: 2024-06-10 15:42:01 -- STEP: 269/330 -- GLOBAL_STEP: 93550 | > loss_disc: 2.2955408096313477 (2.210665838425933) | > loss_disc_real_0: 0.1336948573589325 (0.11950963156706339) | > loss_disc_real_1: 0.2321595996618271 (0.20617913490777565) | > loss_disc_real_2: 0.2558121085166931 (0.21262064332412522) | > loss_disc_real_3: 0.25205090641975403 (0.21701725619433093) | > loss_disc_real_4: 0.2340007871389389 (0.2057166846268239) | > loss_disc_real_5: 0.19356465339660645 (0.20884489525649627) | > loss_0: 2.2955408096313477 (2.210665838425933) | > grad_norm_0: tensor(20.6233, device='cuda:0') (tensor(16.5801, device='cuda:0')) | > loss_gen: 2.5724570751190186 (2.7150470917995984) | > loss_kl: 1.326859951019287 (1.4807719111885722) | > loss_feat: 6.55557107925415 (7.155354239240455) | > loss_mel: 20.18236541748047 (21.648334595350544) | > loss_duration: 2.2645368576049805 (2.175246117283418) | > loss_1: 32.901790618896484 (35.17475390522897) | > grad_norm_1: tensor(107.5035, device='cuda:0') (tensor(178.7318, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.4282 (0.37385679000372346) | > loader_time: 0.0054 (0.00430387635213292)  --> TIME: 2024-06-10 15:42:12 -- STEP: 294/330 -- GLOBAL_STEP: 93575 | > loss_disc: 2.385420799255371 (2.209420457583708) | > loss_disc_real_0: 0.11228682845830917 (0.11958845273978046) | > loss_disc_real_1: 0.19780436158180237 (0.20551078761515967) | > loss_disc_real_2: 0.2437090128660202 (0.21300557336839684) | > loss_disc_real_3: 0.21653956174850464 (0.21692020699483194) | > loss_disc_real_4: 0.21179790794849396 (0.20541583543934788) | > loss_disc_real_5: 0.2172759622335434 (0.2082253455811617) | > loss_0: 2.385420799255371 (2.209420457583708) | > grad_norm_0: tensor(22.7586, device='cuda:0') (tensor(16.3023, device='cuda:0')) | > loss_gen: 2.6110663414001465 (2.7128289264886556) | > loss_kl: 1.6024044752120972 (1.4809344629852141) | > loss_feat: 7.854331970214844 (7.174166736148653) | > loss_mel: 21.89223289489746 (21.618255816349382) | > loss_duration: 2.3111047744750977 (2.1831811212358003) | > loss_1: 36.27113723754883 (35.16936701820009) | > grad_norm_1: tensor(281.6380, device='cuda:0') (tensor(175.8716, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.4487 (0.3800171848868027) | > loader_time: 0.0058 (0.004463256621847349)  --> TIME: 2024-06-10 15:42:25 -- STEP: 319/330 -- GLOBAL_STEP: 93600 | > loss_disc: 2.297971487045288 (2.2090733092406705) | > loss_disc_real_0: 0.20712926983833313 (0.12020390333613631) | > loss_disc_real_1: 0.3033888638019562 (0.20596559009395043) | > loss_disc_real_2: 0.23681481182575226 (0.21321223433301736) | > loss_disc_real_3: 0.21948349475860596 (0.2169377664133299) | > loss_disc_real_4: 0.22030742466449738 (0.20494258016067607) | > loss_disc_real_5: 0.1998957097530365 (0.20784624570215754) | > loss_0: 2.297971487045288 (2.2090733092406705) | > grad_norm_0: tensor(36.4481, device='cuda:0') (tensor(16.4745, device='cuda:0')) | > loss_gen: 2.9916162490844727 (2.716822290121575) | > loss_kl: 1.4795764684677124 (1.4796807433370514) | > loss_feat: 7.787008285522461 (7.2178321153766305) | > loss_mel: 20.715185165405273 (21.56598527005475) | > loss_duration: 2.362649917602539 (2.195546240642151) | > loss_1: 35.336036682128906 (35.17586663225227) | > grad_norm_1: tensor(125.6595, device='cuda:0') (tensor(175.3491, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.5467 (0.3901155308869939) | > loader_time: 0.008 (0.004663944244384768)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.261315107345581 (2.261315107345581) | > loss_disc_real_0: 0.12191943824291229 (0.12191943824291229) | > loss_disc_real_1: 0.2044192999601364 (0.2044192999601364) | > loss_disc_real_2: 0.38795316219329834 (0.38795316219329834) | > loss_disc_real_3: 0.2595864236354828 (0.2595864236354828) | > loss_disc_real_4: 0.25279146432876587 (0.25279146432876587) | > loss_disc_real_5: 0.21235616505146027 (0.21235616505146027) | > loss_0: 2.261315107345581 (2.261315107345581) | > loss_gen: 2.771362066268921 (2.771362066268921) | > loss_kl: 1.5532926321029663 (1.5532926321029663) | > loss_feat: 5.922824859619141 (5.922824859619141) | > loss_mel: 18.728267669677734 (18.728267669677734) | > loss_duration: 2.7943572998046875 (2.7943572998046875) | > loss_1: 31.770105361938477 (31.770105361938477)  --> STEP: 1 | > loss_disc: 1.824599266052246 (1.824599266052246) | > loss_disc_real_0: 0.12418968975543976 (0.12418968975543976) | > loss_disc_real_1: 0.2013351172208786 (0.2013351172208786) | > loss_disc_real_2: 0.19286106526851654 (0.19286106526851654) | > loss_disc_real_3: 0.19217908382415771 (0.19217908382415771) | > loss_disc_real_4: 0.20523294806480408 (0.20523294806480408) | > loss_disc_real_5: 0.2144143432378769 (0.2144143432378769) | > loss_0: 1.824599266052246 (1.824599266052246) | > loss_gen: 3.0617804527282715 (3.0617804527282715) | > loss_kl: 1.1727795600891113 (1.1727795600891113) | > loss_feat: 7.1730122566223145 (7.1730122566223145) | > loss_mel: 22.875688552856445 (22.875688552856445) | > loss_duration: 2.2887260913848877 (2.2887260913848877) | > loss_1: 36.57198715209961 (36.57198715209961)  --> STEP: 2 | > loss_disc: 2.34310245513916 (2.083850860595703) | > loss_disc_real_0: 0.127690389752388 (0.12594003975391388) | > loss_disc_real_1: 0.271978497505188 (0.2366568073630333) | > loss_disc_real_2: 0.33083575963974 (0.26184841245412827) | > loss_disc_real_3: 0.33293744921684265 (0.2625582665205002) | > loss_disc_real_4: 0.3027709722518921 (0.2540019601583481) | > loss_disc_real_5: 0.2930477261543274 (0.25373103469610214) | > loss_0: 2.34310245513916 (2.083850860595703) | > loss_gen: 3.1528878211975098 (3.1073341369628906) | > loss_kl: 1.4230090379714966 (1.297894299030304) | > loss_feat: 6.257312774658203 (6.715162515640259) | > loss_mel: 21.60284996032715 (22.239269256591797) | > loss_duration: 2.3973402976989746 (2.343033194541931) | > loss_1: 34.83340072631836 (35.702693939208984)  --> STEP: 3 | > loss_disc: 2.0464885234832764 (2.071396748224894) | > loss_disc_real_0: 0.06549890339374542 (0.1057929943005244) | > loss_disc_real_1: 0.22260308265686035 (0.23197223246097565) | > loss_disc_real_2: 0.25717243552207947 (0.2602897534767787) | > loss_disc_real_3: 0.2512594163417816 (0.258791983127594) | > loss_disc_real_4: 0.24435967206954956 (0.2507878641287486) | > loss_disc_real_5: 0.2272975742816925 (0.24491988122463226) | > loss_0: 2.0464885234832764 (2.071396748224894) | > loss_gen: 2.9671120643615723 (3.0605934460957847) | > loss_kl: 1.2806239128112793 (1.2921375036239624) | > loss_feat: 6.219001770019531 (6.54977560043335) | > loss_mel: 24.476442337036133 (22.98499361673991) | > loss_duration: 2.18972110748291 (2.2919291655222573) | > loss_1: 37.13290023803711 (36.179429372151695)  --> STEP: 4 | > loss_disc: 2.2063791751861572 (2.10514235496521) | > loss_disc_real_0: 0.08566150814294815 (0.10076012276113033) | > loss_disc_real_1: 0.19941195845603943 (0.2238321639597416) | > loss_disc_real_2: 0.2164006382226944 (0.2493174746632576) | > loss_disc_real_3: 0.2369447648525238 (0.25333017855882645) | > loss_disc_real_4: 0.2555614411830902 (0.251981258392334) | > loss_disc_real_5: 0.2907591164112091 (0.2563796900212765) | > loss_0: 2.2063791751861572 (2.10514235496521) | > loss_gen: 2.6769373416900635 (2.9646794199943542) | > loss_kl: 1.315826177597046 (1.2980596721172333) | > loss_feat: 6.861434459686279 (6.627690315246582) | > loss_mel: 22.200942993164062 (22.788980960845947) | > loss_duration: 2.2417025566101074 (2.27937251329422) | > loss_1: 35.296844482421875 (35.95878314971924)  --> STEP: 5 | > loss_disc: 1.9623825550079346 (2.076590394973755) | > loss_disc_real_0: 0.0837186947464943 (0.09735183715820313) | > loss_disc_real_1: 0.1938992291688919 (0.21784557700157164) | > loss_disc_real_2: 0.1415073275566101 (0.2277554452419281) | > loss_disc_real_3: 0.22287707030773163 (0.2472395569086075) | > loss_disc_real_4: 0.24543072283267975 (0.2506711512804031) | > loss_disc_real_5: 0.19762097299098969 (0.2446279466152191) | > loss_0: 1.9623825550079346 (2.076590394973755) | > loss_gen: 2.731201410293579 (2.917983818054199) | > loss_kl: 2.0637094974517822 (1.451189637184143) | > loss_feat: 6.214967727661133 (6.545145797729492) | > loss_mel: 22.735605239868164 (22.77830581665039) | > loss_duration: 2.341109275817871 (2.2917198657989504) | > loss_1: 36.08659362792969 (35.984345245361325)  --> STEP: 6 | > loss_disc: 2.530719757080078 (2.1522786219914756) | > loss_disc_real_0: 0.09291927516460419 (0.09661307682593663) | > loss_disc_real_1: 0.18589138984680176 (0.21251987914244333) | > loss_disc_real_2: 0.2657456696033478 (0.2340871493021647) | > loss_disc_real_3: 0.37208980321884155 (0.2680479312936465) | > loss_disc_real_4: 0.4346541166305542 (0.28133497883876163) | > loss_disc_real_5: 0.386667400598526 (0.26830118894577026) | > loss_0: 2.530719757080078 (2.1522786219914756) | > loss_gen: 2.855304002761841 (2.9075371821721396) | > loss_kl: 1.1022528409957886 (1.393033504486084) | > loss_feat: 5.874571800231934 (6.433383464813232) | > loss_mel: 21.76339340209961 (22.609153747558594) | > loss_duration: 2.1101090908050537 (2.2614514032999673) | > loss_1: 33.705631256103516 (35.604559580485024)  --> STEP: 7 | > loss_disc: 1.9386494159698486 (2.121760163988386) | > loss_disc_real_0: 0.08688333630561829 (0.09522311389446259) | > loss_disc_real_1: 0.2493700087070465 (0.2177841833659581) | > loss_disc_real_2: 0.27140578627586365 (0.23941838315555028) | > loss_disc_real_3: 0.23960550129413605 (0.26398472700800213) | > loss_disc_real_4: 0.20685383677482605 (0.27069481568677084) | > loss_disc_real_5: 0.18926429748535156 (0.25701020445142475) | > loss_0: 1.9386494159698486 (2.121760163988386) | > loss_gen: 3.2198538780212402 (2.9521538530077254) | > loss_kl: 1.7699644565582275 (1.446880783353533) | > loss_feat: 7.751238822937012 (6.621648515973773) | > loss_mel: 21.59783172607422 (22.464679173060826) | > loss_duration: 2.3671412467956543 (2.2765499523707797) | > loss_1: 36.70602798461914 (35.76191220964704)  --> STEP: 8 | > loss_disc: 2.1598126888275146 (2.126516729593277) | > loss_disc_real_0: 0.07458096742630005 (0.09264284558594227) | > loss_disc_real_1: 0.19352169334888458 (0.2147513721138239) | > loss_disc_real_2: 0.19724228978157043 (0.2341463714838028) | > loss_disc_real_3: 0.28639328479766846 (0.26678579673171043) | > loss_disc_real_4: 0.24228397011756897 (0.2671434599906206) | > loss_disc_real_5: 0.25950291752815247 (0.2573217935860157) | > loss_0: 2.1598126888275146 (2.126516729593277) | > loss_gen: 2.747948169708252 (2.926628142595291) | > loss_kl: 1.6429558992385864 (1.4713901728391647) | > loss_feat: 6.5553178787231445 (6.613357186317444) | > loss_mel: 19.43317222595215 (22.08574080467224) | > loss_duration: 2.194941759109497 (2.2663489282131195) | > loss_1: 32.574337005615234 (35.363465309143066)  --> STEP: 9 | > loss_disc: 2.2991068363189697 (2.145693408118354) | > loss_disc_real_0: 0.25931626558303833 (0.1111621144745085) | > loss_disc_real_1: 0.28351089358329773 (0.22239131894376543) | > loss_disc_real_2: 0.3259941339492798 (0.24435167842441136) | > loss_disc_real_3: 0.27400296926498413 (0.26758770479096305) | > loss_disc_real_4: 0.22825026512145996 (0.2628219938940472) | > loss_disc_real_5: 0.24592538177967072 (0.2560555256075329) | > loss_0: 2.2991068363189697 (2.145693408118354) | > loss_gen: 3.178835391998291 (2.9546511703067355) | > loss_kl: 1.7429696321487427 (1.5015656683180068) | > loss_feat: 8.20054817199707 (6.789711740281847) | > loss_mel: 22.15250587463379 (22.09315914577908) | > loss_duration: 2.150874137878418 (2.253518395953708) | > loss_1: 37.42573547363281 (35.592606438530815)  --> STEP: 10 | > loss_disc: 1.9703361988067627 (2.128157687187195) | > loss_disc_real_0: 0.10920276492834091 (0.11096617951989174) | > loss_disc_real_1: 0.21901360154151917 (0.2220535472035408) | > loss_disc_real_2: 0.3094077408313751 (0.2508572846651077) | > loss_disc_real_3: 0.224056676030159 (0.2632346019148827) | > loss_disc_real_4: 0.23275324702262878 (0.25981511920690536) | > loss_disc_real_5: 0.22648067772388458 (0.2530980408191681) | > loss_0: 1.9703361988067627 (2.128157687187195) | > loss_gen: 3.1501686573028564 (2.9742029190063475) | > loss_kl: 1.6248136758804321 (1.5138904690742492) | > loss_feat: 7.067342281341553 (6.817474794387818) | > loss_mel: 22.481624603271484 (22.13200569152832) | > loss_duration: 2.228942394256592 (2.2510607957839968) | > loss_1: 36.55289077758789 (35.68863487243652)  --> STEP: 11 | > loss_disc: 2.3384358882904053 (2.147273887287487) | > loss_disc_real_0: 0.0984550416469574 (0.10982880334962498) | > loss_disc_real_1: 0.19631685316562653 (0.21971384774554858) | > loss_disc_real_2: 0.31408631801605225 (0.25660537860610266) | > loss_disc_real_3: 0.24863587319850922 (0.2619074447588487) | > loss_disc_real_4: 0.3300676643848419 (0.2662017142230814) | > loss_disc_real_5: 0.2891249358654022 (0.25637321309609845) | > loss_0: 2.3384358882904053 (2.147273887287487) | > loss_gen: 2.882326602935791 (2.965850526636297) | > loss_kl: 1.463087797164917 (1.509272044355219) | > loss_feat: 6.108518600463867 (6.753024231303822) | > loss_mel: 20.845226287841797 (22.015025745738637) | > loss_duration: 2.4345619678497314 (2.267742720517245) | > loss_1: 33.73371887207031 (35.510915236039594)  --> STEP: 12 | > loss_disc: 2.110348701477051 (2.14419678846995) | > loss_disc_real_0: 0.057279039174318314 (0.10544965633501609) | > loss_disc_real_1: 0.20338192582130432 (0.21835285425186157) | > loss_disc_real_2: 0.2333982139825821 (0.2546714482208093) | > loss_disc_real_3: 0.30185166001319885 (0.26523612936337787) | > loss_disc_real_4: 0.2591001093387604 (0.26560991381605464) | > loss_disc_real_5: 0.285080224275589 (0.25876546402772266) | > loss_0: 2.110348701477051 (2.14419678846995) | > loss_gen: 3.2709546089172363 (2.9912758668263755) | > loss_kl: 1.6668176651000977 (1.5224008460839589) | > loss_feat: 6.8845696449279785 (6.763986349105835) | > loss_mel: 21.60467529296875 (21.98082987467448) | > loss_duration: 2.1852545738220215 (2.260868708292643) | > loss_1: 35.61227035522461 (35.51936149597168)  --> STEP: 13 | > loss_disc: 2.113520622253418 (2.141837083376371) | > loss_disc_real_0: 0.08328414708375931 (0.1037446171618425) | > loss_disc_real_1: 0.32186970114707947 (0.2263156886284168) | > loss_disc_real_2: 0.3499888777732849 (0.2620035581863843) | > loss_disc_real_3: 0.2542266547679901 (0.2643892467021942) | > loss_disc_real_4: 0.23154428601264954 (0.2629894809081004) | > loss_disc_real_5: 0.22716112434864044 (0.25633436097548556) | > loss_0: 2.113520622253418 (2.141837083376371) | > loss_gen: 3.389730930328369 (3.0219262563265286) | > loss_kl: 1.7080023288726807 (1.5366778832215529) | > loss_feat: 7.306568145751953 (6.805723410386306) | > loss_mel: 20.102941513061523 (21.836376923781174) | > loss_duration: 2.151998996734619 (2.252494115095872) | > loss_1: 34.659244537353516 (35.45319865300105)  --> STEP: 14 | > loss_disc: 2.5467653274536133 (2.170760529381888) | > loss_disc_real_0: 0.07283708453178406 (0.10153693625969547) | > loss_disc_real_1: 0.1748693883419037 (0.22264095289366587) | > loss_disc_real_2: 0.3133927881717682 (0.2656742174710546) | > loss_disc_real_3: 0.31547802686691284 (0.2680384452853884) | > loss_disc_real_4: 0.3398854732513428 (0.2684820517897606) | > loss_disc_real_5: 0.4123980700969696 (0.2674817687698773) | > loss_0: 2.5467653274536133 (2.170760529381888) | > loss_gen: 2.6301658153533936 (2.9939433676855907) | > loss_kl: 1.5149085521697998 (1.5351229310035706) | > loss_feat: 7.141758918762207 (6.82972594669887) | > loss_mel: 21.652387619018555 (21.823234830583846) | > loss_duration: 2.3070626258850098 (2.2563918658665245) | > loss_1: 35.24628448486328 (35.43841906956264)  --> STEP: 15 | > loss_disc: 2.0155816078186035 (2.160415267944336) | > loss_disc_real_0: 0.07873092591762543 (0.10001653557022412) | > loss_disc_real_1: 0.19860084354877472 (0.2210382789373398) | > loss_disc_real_2: 0.18896540999412537 (0.2605602969725926) | > loss_disc_real_3: 0.29794085025787354 (0.27003193895022076) | > loss_disc_real_4: 0.27666065096855164 (0.26902729173501333) | > loss_disc_real_5: 0.31431180238723755 (0.27060377101103467) | > loss_0: 2.0155816078186035 (2.160415267944336) | > loss_gen: 3.3100013732910156 (3.015013901392619) | > loss_kl: 1.2887970209121704 (1.5187012036641439) | > loss_feat: 7.679910659790039 (6.886404927571615) | > loss_mel: 22.21872901916504 (21.84960110982259) | > loss_duration: 2.218154191970825 (2.2538426876068116) | > loss_1: 36.71559143066406 (35.523563893636066)  --> STEP: 16 | > loss_disc: 2.0953454971313477 (2.156348407268524) | > loss_disc_real_0: 0.09194495528936386 (0.09951206180267036) | > loss_disc_real_1: 0.26294511556625366 (0.2236574562266469) | > loss_disc_real_2: 0.3187880218029022 (0.2641995297744869) | > loss_disc_real_3: 0.31519776582717896 (0.27285480313003063) | > loss_disc_real_4: 0.24203066527843475 (0.26734000258147717) | > loss_disc_real_5: 0.24324312806129456 (0.2688937308266759) | > loss_0: 2.0953454971313477 (2.156348407268524) | > loss_gen: 3.432783842086792 (3.0411245226860046) | > loss_kl: 1.847509741783142 (1.5392517372965813) | > loss_feat: 8.44517993927002 (6.983828365802765) | > loss_mel: 22.01888084411621 (21.860181093215942) | > loss_duration: 2.3248839378356934 (2.2582827657461166) | > loss_1: 38.069236755371094 (35.68266844749451)  --> STEP: 17 | > loss_disc: 2.4871981143951416 (2.1758101547465607) | > loss_disc_real_0: 0.11154277622699738 (0.1002197508864543) | > loss_disc_real_1: 0.30878692865371704 (0.2286650722517687) | > loss_disc_real_2: 0.3666285574436188 (0.27022476669620055) | > loss_disc_real_3: 0.3344646692276001 (0.2764789129004759) | > loss_disc_real_4: 0.2918728291988373 (0.2687831100295572) | > loss_disc_real_5: 0.33312612771987915 (0.2726721071145114) | > loss_0: 2.4871981143951416 (2.1758101547465607) | > loss_gen: 3.0446159839630127 (3.041329902761123) | > loss_kl: 1.8943449258804321 (1.5601395719191606) | > loss_feat: 5.634627342224121 (6.904463599709904) | > loss_mel: 19.781007766723633 (21.737876779892865) | > loss_duration: 2.3097541332244873 (2.2613104932448445) | > loss_1: 32.66435241699219 (35.50512044570025)  --> STEP: 18 | > loss_disc: 2.039248466491699 (2.168223394287957) | > loss_disc_real_0: 0.09022210538387299 (0.09966432613631089) | > loss_disc_real_1: 0.15724878013134003 (0.22469750046730042) | > loss_disc_real_2: 0.2262381911277771 (0.2677810680535104) | > loss_disc_real_3: 0.2904537320137024 (0.2772552917400996) | > loss_disc_real_4: 0.24473801255226135 (0.2674472712808185) | > loss_disc_real_5: 0.23598705232143402 (0.270634048514896) | > loss_0: 2.039248466491699 (2.168223394287957) | > loss_gen: 3.0969841480255127 (3.044421805275811) | > loss_kl: 1.2945619821548462 (1.5453852613766987) | > loss_feat: 8.937209129333496 (7.017393906911214) | > loss_mel: 22.932538986206055 (21.80424690246582) | > loss_duration: 2.178292751312256 (2.256698396470812) | > loss_1: 38.4395866394043 (35.66814634535048)  --> STEP: 19 | > loss_disc: 2.2047290802001953 (2.170144746178075) | > loss_disc_real_0: 0.09422484785318375 (0.09937803780561999) | > loss_disc_real_1: 0.23941613733768463 (0.22547216556574168) | > loss_disc_real_2: 0.33030757308006287 (0.2710719367391184) | > loss_disc_real_3: 0.23509874939918518 (0.27503652635373566) | > loss_disc_real_4: 0.17652849853038788 (0.26266207271500636) | > loss_disc_real_5: 0.19341014325618744 (0.2665696324486482) | > loss_0: 2.2047290802001953 (2.170144746178075) | > loss_gen: 2.898422956466675 (3.036737655338488) | > loss_kl: 1.2067285776138306 (1.5275612253891795) | > loss_feat: 7.6279683113098145 (7.049529401879561) | > loss_mel: 20.63579559326172 (21.742749465139287) | > loss_duration: 2.3500750064849854 (2.2616129548926103) | > loss_1: 34.718990325927734 (35.61819076538086)  --> STEP: 20 | > loss_disc: 1.932009220123291 (2.158237969875336) | > loss_disc_real_0: 0.06353332102298737 (0.09758580196648836) | > loss_disc_real_1: 0.16134274005889893 (0.22226569429039955) | > loss_disc_real_2: 0.21026290953159332 (0.2680314853787421) | > loss_disc_real_3: 0.2285720407962799 (0.27271330207586286) | > loss_disc_real_4: 0.20189939439296722 (0.25962393879890444) | > loss_disc_real_5: 0.2043233960866928 (0.2634573206305504) | > loss_0: 1.932009220123291 (2.158237969875336) | > loss_gen: 2.710158586502075 (3.0204087018966677) | > loss_kl: 1.9641424417495728 (1.549390286207199) | > loss_feat: 6.683830738067627 (7.031244468688965) | > loss_mel: 19.72455406188965 (21.641839694976802) | > loss_duration: 2.3036274909973145 (2.2637136816978454) | > loss_1: 33.386314392089844 (35.50659694671631)  --> STEP: 21 | > loss_disc: 2.5515832901000977 (2.1769686994098483) | > loss_disc_real_0: 0.09015855938196182 (0.09723212374817758) | > loss_disc_real_1: 0.28452590107917786 (0.22523046604224614) | > loss_disc_real_2: 0.2563450038433075 (0.26747498625800714) | > loss_disc_real_3: 0.3991134762763977 (0.27873235799017404) | > loss_disc_real_4: 0.3490799367427826 (0.26388374822480337) | > loss_disc_real_5: 0.419058620929718 (0.27086690635908217) | > loss_0: 2.5515832901000977 (2.1769686994098483) | > loss_gen: 3.094898223876953 (3.023955821990967) | > loss_kl: 1.6516284942626953 (1.5542587723050798) | > loss_feat: 5.840946197509766 (6.9745635986328125) | > loss_mel: 18.846176147460938 (21.508712859380807) | > loss_duration: 2.1932010650634766 (2.2603559380485896) | > loss_1: 31.626850128173828 (35.321847098214285)  --> STEP: 22 | > loss_disc: 2.1881189346313477 (2.1774755282835527) | > loss_disc_real_0: 0.03671310096979141 (0.09448125907643275) | > loss_disc_real_1: 0.22918406128883362 (0.22541017491709103) | > loss_disc_real_2: 0.22835804522037506 (0.2656969434835693) | > loss_disc_real_3: 0.2873036563396454 (0.27912196246060456) | > loss_disc_real_4: 0.21394337713718414 (0.2616137313571843) | > loss_disc_real_5: 0.2521270215511322 (0.2700150934132663) | > loss_0: 2.1881189346313477 (2.1774755282835527) | > loss_gen: 2.9100029468536377 (3.018776145848361) | > loss_kl: 1.3054362535476685 (1.5429486578161067) | > loss_feat: 7.551446437835693 (7.000785545869307) | > loss_mel: 21.834457397460938 (21.52351942929354) | > loss_duration: 2.1836133003234863 (2.256867636333812) | > loss_1: 35.78495788574219 (35.34289758855646)  --> STEP: 23 | > loss_disc: 2.1125988960266113 (2.1746548051419468) | > loss_disc_real_0: 0.06382500380277634 (0.09314837841236073) | > loss_disc_real_1: 0.31530314683914185 (0.22931856500065845) | > loss_disc_real_2: 0.22415639460086823 (0.26389083266258234) | > loss_disc_real_3: 0.20352493226528168 (0.27583513506080787) | > loss_disc_real_4: 0.17806276679039001 (0.2579810807238454) | > loss_disc_real_5: 0.1803887039422989 (0.26611829387105035) | > loss_0: 2.1125988960266113 (2.1746548051419468) | > loss_gen: 2.8798000812530518 (3.0127337082572607) | > loss_kl: 1.6368772983551025 (1.5470325117525847) | > loss_feat: 7.373857021331787 (7.017006044802458) | > loss_mel: 22.456525802612305 (21.56408492378566) | > loss_duration: 2.353330135345459 (2.2610616580299707) | > loss_1: 36.70038986206055 (35.40191899175229)  --> STEP: 24 | > loss_disc: 2.3890998363494873 (2.1835900147755942) | > loss_disc_real_0: 0.0767955482006073 (0.092467010486871) | > loss_disc_real_1: 0.14142481982707977 (0.225656325618426) | > loss_disc_real_2: 0.2649608850479126 (0.2639354181786378) | > loss_disc_real_3: 0.3695758879184723 (0.27974099976321054) | > loss_disc_real_4: 0.4225284457206726 (0.26483722093204654) | > loss_disc_real_5: 0.3874836564064026 (0.27117518397669) | > loss_0: 2.3890998363494873 (2.1835900147755942) | > loss_gen: 3.2302989959716797 (3.021798928578695) | > loss_kl: 1.6791365146636963 (1.5525368452072144) | > loss_feat: 6.242244243621826 (6.984724303086598) | > loss_mel: 20.813100814819336 (21.532793919245396) | > loss_duration: 2.4038195610046387 (2.2670099039872484) | > loss_1: 34.36859893798828 (35.35886398951212)  --> STEP: 25 | > loss_disc: 2.030107021331787 (2.177450695037842) | > loss_disc_real_0: 0.12912653386592865 (0.09393339142203332) | > loss_disc_real_1: 0.24128200113773346 (0.2262813526391983) | > loss_disc_real_2: 0.19276107847690582 (0.26108844459056857) | > loss_disc_real_3: 0.28171390295028687 (0.2798199158906936) | > loss_disc_real_4: 0.2858416736125946 (0.26567739903926846) | > loss_disc_real_5: 0.26468127965927124 (0.27091542780399325) | > loss_0: 2.030107021331787 (2.177450695037842) | > loss_gen: 4.111023426055908 (3.0653679084777834) | > loss_kl: 1.5285505056381226 (1.5515773916244506) | > loss_feat: 7.9373698234558105 (7.022830123901367) | > loss_mel: 16.012502670288086 (21.311982269287103) | > loss_duration: 2.42288875579834 (2.273245058059692) | > loss_1: 32.01233673095703 (35.22500289916992)  --> STEP: 26 | > loss_disc: 1.8468427658081055 (2.1647350054520826) | > loss_disc_real_0: 0.08949752151966095 (0.09376278104117283) | > loss_disc_real_1: 0.17381905019283295 (0.22426357177587655) | > loss_disc_real_2: 0.06698928028345108 (0.2536230921172179) | > loss_disc_real_3: 0.21760490536689758 (0.2774270308705476) | > loss_disc_real_4: 0.12428867071866989 (0.2602393710269377) | > loss_disc_real_5: 0.1603795737028122 (0.2666640488001017) | > loss_0: 1.8468427658081055 (2.1647350054520826) | > loss_gen: 2.4045844078063965 (3.0399531584519606) | > loss_kl: 1.9098886251449585 (1.565358592913701) | > loss_feat: 13.13658618927002 (7.257974587954008) | > loss_mel: 22.464872360229492 (21.356324195861813) | > loss_duration: 2.3462302684783936 (2.276052181537334) | > loss_1: 42.26215744018555 (35.495662689208984) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023472400812002327 (-3.557938795823584e-06) | > avg_loss_disc: 2.1647350054520826 (-0.07213136783013052) | > avg_loss_disc_real_0: 0.09376278104117283 (-0.029634728597906917) | > avg_loss_disc_real_1: 0.22426357177587655 (+0.008324374946264118) | > avg_loss_disc_real_2: 0.2536230921172179 (-0.02020555992539108) | > avg_loss_disc_real_3: 0.2774270308705476 (+0.03454074263572687) | > avg_loss_disc_real_4: 0.2602393710269377 (+0.03456272815282524) | > avg_loss_disc_real_5: 0.2666640488001017 (-0.004317994301135664) | > avg_loss_0: 2.1647350054520826 (-0.07213136783013052) | > avg_loss_gen: 3.0399531584519606 (+0.19567403426537133) | > avg_loss_kl: 1.565358592913701 (-0.03198635119658233) | > avg_loss_feat: 7.257974587954008 (+0.2408071664663467) | > avg_loss_mel: 21.356324195861813 (-0.037743935218227165) | > avg_loss_duration: 2.276052181537334 (-0.02696269292097897) | > avg_loss_1: 35.495662689208984 (+0.3397881434514005)  > EPOCH: 17/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:42:50)   --> TIME: 2024-06-10 15:42:56 -- STEP: 14/330 -- GLOBAL_STEP: 93625 | > loss_disc: 2.18632435798645 (2.2599455629076277) | > loss_disc_real_0: 0.13094297051429749 (0.11911031231284142) | > loss_disc_real_1: 0.17080700397491455 (0.20551067058529174) | > loss_disc_real_2: 0.24377396702766418 (0.2128579467535019) | > loss_disc_real_3: 0.21410396695137024 (0.2216715312429837) | > loss_disc_real_4: 0.19195511937141418 (0.2062967238681657) | > loss_disc_real_5: 0.19613637030124664 (0.22578768645014083) | > loss_0: 2.18632435798645 (2.2599455629076277) | > grad_norm_0: tensor(33.9840, device='cuda:0') (tensor(19.4859, device='cuda:0')) | > loss_gen: 2.5499107837677 (2.6107223885399953) | > loss_kl: 1.3202553987503052 (1.4979841283389501) | > loss_feat: 7.300021648406982 (6.508364711488996) | > loss_mel: 21.1832332611084 (21.470960480826243) | > loss_duration: 2.20754337310791 (2.3075645310538158) | > loss_1: 34.56096267700195 (34.39559636797224) | > grad_norm_1: tensor(58.4643, device='cuda:0') (tensor(118.9614, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3256 (0.3362595183508737) | > loader_time: 0.0028 (0.002909166472298758)  --> TIME: 2024-06-10 15:43:05 -- STEP: 39/330 -- GLOBAL_STEP: 93650 | > loss_disc: 2.295238733291626 (2.2087710148248916) | > loss_disc_real_0: 0.19935891032218933 (0.11394298668855275) | > loss_disc_real_1: 0.2019120454788208 (0.1994934999025785) | > loss_disc_real_2: 0.26642724871635437 (0.21178805178556687) | > loss_disc_real_3: 0.2279854416847229 (0.22504635499073908) | > loss_disc_real_4: 0.33393970131874084 (0.21475968337976015) | > loss_disc_real_5: 0.23468297719955444 (0.21840949967885628) | > loss_0: 2.295238733291626 (2.2087710148248916) | > grad_norm_0: tensor(57.0754, device='cuda:0') (tensor(23.8434, device='cuda:0')) | > loss_gen: 2.870882511138916 (2.7831074457902174) | > loss_kl: 1.4983537197113037 (1.4924345169311914) | > loss_feat: 7.530506134033203 (7.020682151500996) | > loss_mel: 22.478641510009766 (21.69175172463442) | > loss_duration: 2.1477718353271484 (2.209322886589246) | > loss_1: 36.526153564453125 (35.19729888133515) | > grad_norm_1: tensor(251.6870, device='cuda:0') (tensor(182.0674, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3411 (0.3403776364448743) | > loader_time: 0.0032 (0.0030533594962878106)  --> TIME: 2024-06-10 15:43:14 -- STEP: 64/330 -- GLOBAL_STEP: 93675 | > loss_disc: 1.9878654479980469 (2.2024329006671906) | > loss_disc_real_0: 0.1530323624610901 (0.11836641223635525) | > loss_disc_real_1: 0.20136088132858276 (0.2033865882549435) | > loss_disc_real_2: 0.15527434647083282 (0.21142405411228538) | > loss_disc_real_3: 0.22742867469787598 (0.21904863137751818) | > loss_disc_real_4: 0.20986998081207275 (0.21069521270692348) | > loss_disc_real_5: 0.21458882093429565 (0.21288541820831597) | > loss_0: 1.9878654479980469 (2.2024329006671906) | > grad_norm_0: tensor(16.6937, device='cuda:0') (tensor(25.6822, device='cuda:0')) | > loss_gen: 3.1994593143463135 (2.7622399404644966) | > loss_kl: 1.402260184288025 (1.500152088701725) | > loss_feat: 8.012688636779785 (7.0432939901947975) | > loss_mel: 22.692060470581055 (21.60659411549569) | > loss_duration: 2.0868186950683594 (2.1715118661522874) | > loss_1: 37.393287658691406 (35.08379209041597) | > grad_norm_1: tensor(245.2001, device='cuda:0') (tensor(207.4359, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3652 (0.3436840660870075) | > loader_time: 0.0033 (0.0032065846025943756)  --> TIME: 2024-06-10 15:43:23 -- STEP: 89/330 -- GLOBAL_STEP: 93700 | > loss_disc: 2.138375997543335 (2.1834409250302262) | > loss_disc_real_0: 0.12289639562368393 (0.11955628937549806) | > loss_disc_real_1: 0.1752231866121292 (0.20333479529016477) | > loss_disc_real_2: 0.18250088393688202 (0.20928695094719363) | > loss_disc_real_3: 0.20488369464874268 (0.21875218410840194) | > loss_disc_real_4: 0.18392716348171234 (0.2099901566679558) | > loss_disc_real_5: 0.21300461888313293 (0.21026064070422998) | > loss_0: 2.138375997543335 (2.1834409250302262) | > grad_norm_0: tensor(4.3313, device='cuda:0') (tensor(21.8614, device='cuda:0')) | > loss_gen: 2.568197727203369 (2.7535519599914546) | > loss_kl: 1.3934440612792969 (1.4964087786299458) | > loss_feat: 6.966977119445801 (7.098429824529069) | > loss_mel: 22.293655395507812 (21.5548471386513) | > loss_duration: 2.158668041229248 (2.1552300988958124) | > loss_1: 35.380943298339844 (35.05846790785202) | > grad_norm_1: tensor(72.3953, device='cuda:0') (tensor(205.7903, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3732 (0.34679092985860416) | > loader_time: 0.0035 (0.0033561111835951215)  --> TIME: 2024-06-10 15:43:32 -- STEP: 114/330 -- GLOBAL_STEP: 93725 | > loss_disc: 2.111510992050171 (2.185741693304296) | > loss_disc_real_0: 0.10391964763402939 (0.1197875415938988) | > loss_disc_real_1: 0.19966694712638855 (0.2049726332750237) | > loss_disc_real_2: 0.20089584589004517 (0.2109041966890034) | > loss_disc_real_3: 0.19594763219356537 (0.2172331493674663) | > loss_disc_real_4: 0.2001691609621048 (0.20801599389105513) | > loss_disc_real_5: 0.18371455371379852 (0.20934726415496124) | > loss_0: 2.111510992050171 (2.185741693304296) | > grad_norm_0: tensor(10.1321, device='cuda:0') (tensor(19.4876, device='cuda:0')) | > loss_gen: 2.7948520183563232 (2.7382857883185667) | > loss_kl: 1.4123508930206299 (1.488084316253662) | > loss_feat: 7.816448211669922 (7.11801638937833) | > loss_mel: 21.613941192626953 (21.512836974963808) | > loss_duration: 2.136136293411255 (2.14876976138667) | > loss_1: 35.77372741699219 (35.00599329095139) | > grad_norm_1: tensor(103.2991, device='cuda:0') (tensor(188.6559, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3891 (0.3503846954881099) | > loader_time: 0.0041 (0.003463038227014374)  --> TIME: 2024-06-10 15:43:42 -- STEP: 139/330 -- GLOBAL_STEP: 93750 | > loss_disc: 2.0933785438537598 (2.186545388304072) | > loss_disc_real_0: 0.13209396600723267 (0.12018330229057682) | > loss_disc_real_1: 0.16540972888469696 (0.20602074158277445) | > loss_disc_real_2: 0.2220076322555542 (0.21075803502429302) | > loss_disc_real_3: 0.18356604874134064 (0.21705254730131987) | > loss_disc_real_4: 0.1724667251110077 (0.20652209769049995) | > loss_disc_real_5: 0.20011138916015625 (0.20923809792926842) | > loss_0: 2.0933785438537598 (2.186545388304072) | > grad_norm_0: tensor(21.5200, device='cuda:0') (tensor(17.6735, device='cuda:0')) | > loss_gen: 2.705291509628296 (2.731761560165624) | > loss_kl: 1.4886231422424316 (1.476087467275935) | > loss_feat: 7.261654853820801 (7.126389911706499) | > loss_mel: 21.968502044677734 (21.539372066799686) | > loss_duration: 2.2061033248901367 (2.1497832065005946) | > loss_1: 35.63017654418945 (35.02339427591229) | > grad_norm_1: tensor(127.2086, device='cuda:0') (tensor(172.6874, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.368 (0.35494259107027126) | > loader_time: 0.0042 (0.0035886936050524816)  --> TIME: 2024-06-10 15:43:51 -- STEP: 164/330 -- GLOBAL_STEP: 93775 | > loss_disc: 2.1795806884765625 (2.186839219273591) | > loss_disc_real_0: 0.08610711991786957 (0.119914969338513) | > loss_disc_real_1: 0.1554836928844452 (0.20483863353729254) | > loss_disc_real_2: 0.2050328105688095 (0.21132914603846828) | > loss_disc_real_3: 0.2521153390407562 (0.2167120226091001) | > loss_disc_real_4: 0.2037636786699295 (0.2063023567926593) | > loss_disc_real_5: 0.18952646851539612 (0.20838535231787983) | > loss_0: 2.1795806884765625 (2.186839219273591) | > grad_norm_0: tensor(6.6609, device='cuda:0') (tensor(16.2369, device='cuda:0')) | > loss_gen: 2.723973274230957 (2.721376093422493) | > loss_kl: 1.6264798641204834 (1.475514859687991) | > loss_feat: 7.903286933898926 (7.129260307405053) | > loss_mel: 21.649639129638672 (21.518617932389407) | > loss_duration: 2.21541690826416 (2.1490070092968807) | > loss_1: 36.11879348754883 (34.99377627489044) | > grad_norm_1: tensor(57.9267, device='cuda:0') (tensor(161.5421, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3639 (0.3567600802677433) | > loader_time: 0.0042 (0.0036784788457358756)  --> TIME: 2024-06-10 15:44:00 -- STEP: 189/330 -- GLOBAL_STEP: 93800 | > loss_disc: 2.232750415802002 (2.186877252563597) | > loss_disc_real_0: 0.10137587785720825 (0.11990028225555621) | > loss_disc_real_1: 0.25725892186164856 (0.20517880244860578) | > loss_disc_real_2: 0.24134421348571777 (0.21116303246488016) | > loss_disc_real_3: 0.22940492630004883 (0.21547262756912797) | > loss_disc_real_4: 0.22459952533245087 (0.20443164159065833) | > loss_disc_real_5: 0.2113589197397232 (0.20809987234690833) | > loss_0: 2.232750415802002 (2.186877252563597) | > grad_norm_0: tensor(18.5572, device='cuda:0') (tensor(15.5171, device='cuda:0')) | > loss_gen: 2.816365957260132 (2.72110127141236) | > loss_kl: 1.4961224794387817 (1.4734742288236262) | > loss_feat: 7.1234450340271 (7.155615064832899) | > loss_mel: 21.752843856811523 (21.545604594800825) | > loss_duration: 2.2092597484588623 (2.1530393254819993) | > loss_1: 35.39803695678711 (35.048834563563126) | > grad_norm_1: tensor(138.7653, device='cuda:0') (tensor(155.2797, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.384 (0.3591486512037812) | > loader_time: 0.0054 (0.0037883211065221716)  --> TIME: 2024-06-10 15:44:10 -- STEP: 214/330 -- GLOBAL_STEP: 93825 | > loss_disc: 2.185134172439575 (2.190350556485007) | > loss_disc_real_0: 0.10726909339427948 (0.11951678312409704) | > loss_disc_real_1: 0.20534899830818176 (0.20513348302272996) | > loss_disc_real_2: 0.23019245266914368 (0.21173593917182673) | > loss_disc_real_3: 0.1947336345911026 (0.2151193580477037) | > loss_disc_real_4: 0.16334417462348938 (0.2041308704380677) | > loss_disc_real_5: 0.18783977627754211 (0.20836898963028025) | > loss_0: 2.185134172439575 (2.190350556485007) | > grad_norm_0: tensor(5.1022, device='cuda:0') (tensor(14.7129, device='cuda:0')) | > loss_gen: 2.622112989425659 (2.7137202447819933) | > loss_kl: 1.5032016038894653 (1.4708057408020871) | > loss_feat: 6.848785400390625 (7.159048234190896) | > loss_mel: 20.358932495117188 (21.53904387215587) | > loss_duration: 2.2457399368286133 (2.1581286648723554) | > loss_1: 33.57876968383789 (35.040746831448324) | > grad_norm_1: tensor(180.5326, device='cuda:0') (tensor(148.5517, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3832 (0.36190745429457905) | > loader_time: 0.005 (0.003909407375014831)  --> TIME: 2024-06-10 15:44:20 -- STEP: 239/330 -- GLOBAL_STEP: 93850 | > loss_disc: 2.3172616958618164 (2.1858539416700236) | > loss_disc_real_0: 0.17729470133781433 (0.1190954156562873) | > loss_disc_real_1: 0.26464083790779114 (0.2052770508258413) | > loss_disc_real_2: 0.24960264563560486 (0.21118281345237747) | > loss_disc_real_3: 0.25119921565055847 (0.2150635877039642) | > loss_disc_real_4: 0.24884553253650665 (0.20339800305196928) | > loss_disc_real_5: 0.20986324548721313 (0.207078115024826) | > loss_0: 2.3172616958618164 (2.1858539416700236) | > grad_norm_0: tensor(19.6577, device='cuda:0') (tensor(15.0822, device='cuda:0')) | > loss_gen: 2.8794796466827393 (2.719526039506601) | > loss_kl: 1.5338724851608276 (1.4668569435135588) | > loss_feat: 7.307544231414795 (7.180248549792557) | > loss_mel: 21.54564094543457 (21.521420825974204) | > loss_duration: 2.1855993270874023 (2.164731404771364) | > loss_1: 35.4521369934082 (35.052783806453725) | > grad_norm_1: tensor(154.2231, device='cuda:0') (tensor(153.1662, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.3962 (0.36547481165770207) | > loader_time: 0.0059 (0.004034950144620124)  --> TIME: 2024-06-10 15:44:31 -- STEP: 264/330 -- GLOBAL_STEP: 93875 | > loss_disc: 2.2803330421447754 (2.1907539986299756) | > loss_disc_real_0: 0.1754743456840515 (0.11947006433073318) | > loss_disc_real_1: 0.26608943939208984 (0.20547644144883664) | > loss_disc_real_2: 0.2245287150144577 (0.21142420596019787) | > loss_disc_real_3: 0.254891574382782 (0.21514000924247684) | > loss_disc_real_4: 0.260721892118454 (0.20351415584710508) | > loss_disc_real_5: 0.21925252676010132 (0.20714025521142918) | > loss_0: 2.2803330421447754 (2.1907539986299756) | > grad_norm_0: tensor(30.1825, device='cuda:0') (tensor(15.8237, device='cuda:0')) | > loss_gen: 2.740528106689453 (2.7158134904774753) | > loss_kl: 1.4427155256271362 (1.4655636088414623) | > loss_feat: 6.813040256500244 (7.187596619129181) | > loss_mel: 19.845996856689453 (21.50640177726745) | > loss_duration: 2.278510808944702 (2.1704984515002264) | > loss_1: 33.120792388916016 (35.04587403210731) | > grad_norm_1: tensor(299.0089, device='cuda:0') (tensor(164.0333, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.4206 (0.36990391846859094) | > loader_time: 0.0063 (0.0041815024433714005)  --> TIME: 2024-06-10 15:44:42 -- STEP: 289/330 -- GLOBAL_STEP: 93900 | > loss_disc: 2.2676286697387695 (2.1890246125653556) | > loss_disc_real_0: 0.10519415885210037 (0.11932933036637554) | > loss_disc_real_1: 0.2028285264968872 (0.205565125987604) | > loss_disc_real_2: 0.23792436718940735 (0.21215175509865308) | > loss_disc_real_3: 0.2137298732995987 (0.21497760847159328) | > loss_disc_real_4: 0.21018604934215546 (0.20308015936386217) | > loss_disc_real_5: 0.22770312428474426 (0.20629906417176797) | > loss_0: 2.2676286697387695 (2.1890246125653556) | > grad_norm_0: tensor(15.3826, device='cuda:0') (tensor(15.9801, device='cuda:0')) | > loss_gen: 2.6750288009643555 (2.720033891473262) | > loss_kl: 1.4692766666412354 (1.4685776976153095) | > loss_feat: 7.279227256774902 (7.22082586519446) | > loss_mel: 20.792057037353516 (21.493513298694644) | > loss_duration: 2.303978681564331 (2.178090493159309) | > loss_1: 34.519569396972656 (35.08104135585908) | > grad_norm_1: tensor(226.3956, device='cuda:0') (tensor(165.4625, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.4517 (0.3751168845021601) | > loader_time: 0.0058 (0.004321803683640638)  --> TIME: 2024-06-10 15:44:54 -- STEP: 314/330 -- GLOBAL_STEP: 93925 | > loss_disc: 2.08453369140625 (2.188454918041351) | > loss_disc_real_0: 0.09838326275348663 (0.11937050419343505) | > loss_disc_real_1: 0.26063260436058044 (0.20572412863468673) | > loss_disc_real_2: 0.20044638216495514 (0.2120752333645608) | > loss_disc_real_3: 0.19252841174602509 (0.21506892927702834) | > loss_disc_real_4: 0.18715861439704895 (0.20290124596683845) | > loss_disc_real_5: 0.16935163736343384 (0.20665527832735867) | > loss_0: 2.08453369140625 (2.188454918041351) | > grad_norm_0: tensor(17.6987, device='cuda:0') (tensor(16.3525, device='cuda:0')) | > loss_gen: 3.037323474884033 (2.727012141494994) | > loss_kl: 1.5242748260498047 (1.4688347445172112) | > loss_feat: 8.615577697753906 (7.26252176199749) | > loss_mel: 21.336000442504883 (21.47287984714386) | > loss_duration: 2.35483980178833 (2.1896557595319797) | > loss_1: 36.86801528930664 (35.12090430290082) | > grad_norm_1: tensor(213.1640, device='cuda:0') (tensor(168.5489, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.5154 (0.3830552420039087) | > loader_time: 0.0069 (0.004502700392607674)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.013856887817383 (2.013856887817383) | > loss_disc_real_0: 0.08694669604301453 (0.08694669604301453) | > loss_disc_real_1: 0.28201061487197876 (0.28201061487197876) | > loss_disc_real_2: 0.2732531428337097 (0.2732531428337097) | > loss_disc_real_3: 0.19407278299331665 (0.19407278299331665) | > loss_disc_real_4: 0.1411953568458557 (0.1411953568458557) | > loss_disc_real_5: 0.14473795890808105 (0.14473795890808105) | > loss_0: 2.013856887817383 (2.013856887817383) | > loss_gen: 2.6655631065368652 (2.6655631065368652) | > loss_kl: 1.3351078033447266 (1.3351078033447266) | > loss_feat: 6.768542289733887 (6.768542289733887) | > loss_mel: 21.140060424804688 (21.140060424804688) | > loss_duration: 2.723438262939453 (2.723438262939453) | > loss_1: 34.632713317871094 (34.632713317871094)  --> STEP: 1 | > loss_disc: 2.7657814025878906 (2.7657814025878906) | > loss_disc_real_0: 0.08616575598716736 (0.08616575598716736) | > loss_disc_real_1: 0.23724882304668427 (0.23724882304668427) | > loss_disc_real_2: 0.3257475197315216 (0.3257475197315216) | > loss_disc_real_3: 0.3687684237957001 (0.3687684237957001) | > loss_disc_real_4: 0.30643320083618164 (0.30643320083618164) | > loss_disc_real_5: 0.4946706295013428 (0.4946706295013428) | > loss_0: 2.7657814025878906 (2.7657814025878906) | > loss_gen: 2.547785520553589 (2.547785520553589) | > loss_kl: 0.8824759125709534 (0.8824759125709534) | > loss_feat: 5.585841655731201 (5.585841655731201) | > loss_mel: 22.630706787109375 (22.630706787109375) | > loss_duration: 2.3358631134033203 (2.3358631134033203) | > loss_1: 33.98267364501953 (33.98267364501953)  --> STEP: 2 | > loss_disc: 2.380744457244873 (2.573262929916382) | > loss_disc_real_0: 0.1276678740978241 (0.10691681504249573) | > loss_disc_real_1: 0.2082364708185196 (0.22274264693260193) | > loss_disc_real_2: 0.3832069933414459 (0.35447725653648376) | > loss_disc_real_3: 0.35454073548316956 (0.3616545796394348) | > loss_disc_real_4: 0.2776964604854584 (0.29206483066082) | > loss_disc_real_5: 0.3164493143558502 (0.4055599719285965) | > loss_0: 2.380744457244873 (2.573262929916382) | > loss_gen: 3.148682117462158 (2.8482338190078735) | > loss_kl: 1.2359033823013306 (1.059189647436142) | > loss_feat: 6.069235324859619 (5.82753849029541) | > loss_mel: 21.747209548950195 (22.188958168029785) | > loss_duration: 2.4469330310821533 (2.391398072242737) | > loss_1: 34.64796447753906 (34.3153190612793)  --> STEP: 3 | > loss_disc: 2.441722869873047 (2.52941624323527) | > loss_disc_real_0: 0.09108520299196243 (0.10163961102565129) | > loss_disc_real_1: 0.3841814696788788 (0.27655558784802753) | > loss_disc_real_2: 0.3043724596500397 (0.33777565757433575) | > loss_disc_real_3: 0.3182125687599182 (0.34717390934626263) | > loss_disc_real_4: 0.30604925751686096 (0.2967263062795003) | > loss_disc_real_5: 0.3699062168598175 (0.39367538690567017) | > loss_0: 2.441722869873047 (2.52941624323527) | > loss_gen: 3.1370861530303955 (2.9445179303487143) | > loss_kl: 1.7588298320770264 (1.2924030423164368) | > loss_feat: 6.813695430755615 (6.1562574704488116) | > loss_mel: 21.725954055786133 (22.034623463948567) | > loss_duration: 2.185579776763916 (2.3227919737497964) | > loss_1: 35.62114715576172 (34.75059509277344)  --> STEP: 4 | > loss_disc: 1.7239350080490112 (2.3280459344387054) | > loss_disc_real_0: 0.035979680716991425 (0.08522462844848633) | > loss_disc_real_1: 0.17655882239341736 (0.251556396484375) | > loss_disc_real_2: 0.2926527261734009 (0.326494924724102) | > loss_disc_real_3: 0.18845698237419128 (0.3074946776032448) | > loss_disc_real_4: 0.16690558195114136 (0.2642711251974106) | > loss_disc_real_5: 0.14792394638061523 (0.33223752677440643) | > loss_0: 1.7239350080490112 (2.3280459344387054) | > loss_gen: 3.095437526702881 (2.982247829437256) | > loss_kl: 1.546522855758667 (1.3559329956769943) | > loss_feat: 8.852483749389648 (6.830314040184021) | > loss_mel: 23.27399444580078 (22.34446620941162) | > loss_duration: 2.2934231758117676 (2.3154497742652893) | > loss_1: 39.061859130859375 (35.82841110229492)  --> STEP: 5 | > loss_disc: 1.9850530624389648 (2.2594473600387572) | > loss_disc_real_0: 0.07310979813337326 (0.08280166238546371) | > loss_disc_real_1: 0.23224733769893646 (0.24769458472728728) | > loss_disc_real_2: 0.23322559893131256 (0.30784105956554414) | > loss_disc_real_3: 0.22148722410202026 (0.2902931869029999) | > loss_disc_real_4: 0.18160732090473175 (0.2477383643388748) | > loss_disc_real_5: 0.19345584511756897 (0.30448119044303895) | > loss_0: 1.9850530624389648 (2.2594473600387572) | > loss_gen: 2.8987643718719482 (2.9655511379241943) | > loss_kl: 1.612793207168579 (1.4073050379753114) | > loss_feat: 6.312686443328857 (6.726788520812988) | > loss_mel: 21.939504623413086 (22.263473892211913) | > loss_duration: 2.365121364593506 (2.325384092330933) | > loss_1: 35.128868103027344 (35.68850250244141)  --> STEP: 6 | > loss_disc: 2.6244969367980957 (2.3202889561653137) | > loss_disc_real_0: 0.08653409779071808 (0.0834237349530061) | > loss_disc_real_1: 0.31866374611854553 (0.259522778292497) | > loss_disc_real_2: 0.4512840211391449 (0.33174821982781094) | > loss_disc_real_3: 0.35049399733543396 (0.3003266553084056) | > loss_disc_real_4: 0.29327502846717834 (0.25532780836025876) | > loss_disc_real_5: 0.3592095971107483 (0.31360259155432385) | > loss_0: 2.6244969367980957 (2.3202889561653137) | > loss_gen: 2.9130561351776123 (2.956801970799764) | > loss_kl: 1.5265485048294067 (1.4271789491176605) | > loss_feat: 5.122533321380615 (6.459412654240926) | > loss_mel: 21.265043258666992 (22.097068786621094) | > loss_duration: 2.1828927993774414 (2.3016355435053506) | > loss_1: 33.010074615478516 (35.24209785461426)  --> STEP: 7 | > loss_disc: 2.417038679122925 (2.334110345159258) | > loss_disc_real_0: 0.061953142285346985 (0.0803565074290548) | > loss_disc_real_1: 0.29801028966903687 (0.2650209942034313) | > loss_disc_real_2: 0.3198505938053131 (0.3300485589674541) | > loss_disc_real_3: 0.3168415129184723 (0.30268592068127226) | > loss_disc_real_4: 0.21501070261001587 (0.24956822182450975) | > loss_disc_real_5: 0.3142021894454956 (0.3136882483959198) | > loss_0: 2.417038679122925 (2.334110345159258) | > loss_gen: 2.6840834617614746 (2.9178421837942943) | > loss_kl: 2.3168869018554688 (1.5542800852230616) | > loss_feat: 4.501095294952393 (6.179653031485421) | > loss_mel: 20.271968841552734 (21.8363402230399) | > loss_duration: 2.413236379623413 (2.317578520093645) | > loss_1: 32.18727111816406 (34.80569403512137)  --> STEP: 8 | > loss_disc: 2.4140212535858154 (2.344099208712578) | > loss_disc_real_0: 0.06818313151597977 (0.07883483543992043) | > loss_disc_real_1: 0.20647740364074707 (0.25770304538309574) | > loss_disc_real_2: 0.3449070155620575 (0.3319058660417795) | > loss_disc_real_3: 0.42476966977119446 (0.3179463893175125) | > loss_disc_real_4: 0.29443812370300293 (0.2551769595593214) | > loss_disc_real_5: 0.4347243309020996 (0.3288177587091923) | > loss_0: 2.4140212535858154 (2.344099208712578) | > loss_gen: 3.3624889850616455 (2.973423033952713) | > loss_kl: 2.0487937927246094 (1.6160942986607552) | > loss_feat: 7.182267189025879 (6.3049798011779785) | > loss_mel: 23.642398834228516 (22.062097549438477) | > loss_duration: 2.225757598876953 (2.306100904941559) | > loss_1: 38.46170425415039 (35.2626953125)  --> STEP: 9 | > loss_disc: 2.432675361633301 (2.353941003481547) | > loss_disc_real_0: 0.09296434372663498 (0.08040478080511093) | > loss_disc_real_1: 0.20246781408786774 (0.25156579746140373) | > loss_disc_real_2: 0.33517852425575256 (0.33226949473222095) | > loss_disc_real_3: 0.3642471730709076 (0.32309092084566754) | > loss_disc_real_4: 0.21002385020256042 (0.25015994740857017) | > loss_disc_real_5: 0.2533101737499237 (0.3204280270470513) | > loss_0: 2.432675361633301 (2.353941003481547) | > loss_gen: 2.7942543029785156 (2.953515397177802) | > loss_kl: 1.57017183303833 (1.6109918024804857) | > loss_feat: 8.298445701599121 (6.526476012335883) | > loss_mel: 22.023889541625977 (22.057852215237087) | > loss_duration: 2.1512036323547363 (2.288890096876356) | > loss_1: 36.83796310424805 (35.43772506713867)  --> STEP: 10 | > loss_disc: 2.164905071258545 (2.335037410259247) | > loss_disc_real_0: 0.07226502895355225 (0.07959080561995506) | > loss_disc_real_1: 0.3694953918457031 (0.2633587568998337) | > loss_disc_real_2: 0.29662638902664185 (0.32870518416166306) | > loss_disc_real_3: 0.23462271690368652 (0.31424410045146944) | > loss_disc_real_4: 0.24565118551254272 (0.24970907121896743) | > loss_disc_real_5: 0.3236357569694519 (0.3207488000392914) | > loss_0: 2.164905071258545 (2.335037410259247) | > loss_gen: 3.2769553661346436 (2.9858593940734863) | > loss_kl: 1.7790648937225342 (1.6277991116046906) | > loss_feat: 6.811803817749023 (6.555008792877198) | > loss_mel: 21.167831420898438 (21.968850135803223) | > loss_duration: 2.2742538452148438 (2.287426471710205) | > loss_1: 35.30990982055664 (35.42494354248047)  --> STEP: 11 | > loss_disc: 2.379234552383423 (2.3390553322705356) | > loss_disc_real_0: 0.05774284899234772 (0.07760462774471803) | > loss_disc_real_1: 0.2613232433795929 (0.2631737102161754) | > loss_disc_real_2: 0.3646239936351776 (0.33197053047743713) | > loss_disc_real_3: 0.26816606521606445 (0.3100551881573417) | > loss_disc_real_4: 0.1798153966665268 (0.2433551008051092) | > loss_disc_real_5: 0.25390908122062683 (0.3146724619648673) | > loss_0: 2.379234552383423 (2.3390553322705356) | > loss_gen: 2.4903066158294678 (2.940809141505848) | > loss_kl: 1.6780259609222412 (1.632365188815377) | > loss_feat: 6.259552478790283 (6.528149127960205) | > loss_mel: 22.263755798339844 (21.99565974148837) | > loss_duration: 2.4835071563720703 (2.3052519884976475) | > loss_1: 35.175148010253906 (35.4022348577326)  --> STEP: 12 | > loss_disc: 2.3081021308898926 (2.336475898822149) | > loss_disc_real_0: 0.06718011200428009 (0.07673591809968154) | > loss_disc_real_1: 0.29769882559776306 (0.2660508031646411) | > loss_disc_real_2: 0.3541358709335327 (0.33381764218211174) | > loss_disc_real_3: 0.287299245595932 (0.30815885961055756) | > loss_disc_real_4: 0.3021957278251648 (0.24825848639011383) | > loss_disc_real_5: 0.2715069055557251 (0.3110753322641055) | > loss_0: 2.3081021308898926 (2.336475898822149) | > loss_gen: 3.0481112003326416 (2.9497509797414145) | > loss_kl: 2.0379934310913086 (1.6661675423383713) | > loss_feat: 6.718869209289551 (6.544042468070984) | > loss_mel: 22.031164169311523 (21.998618443806965) | > loss_duration: 2.171171188354492 (2.2940785884857178) | > loss_1: 36.00730895996094 (35.45265769958496)  --> STEP: 13 | > loss_disc: 2.3408362865448 (2.3368113132623525) | > loss_disc_real_0: 0.0623801052570343 (0.07563162480409329) | > loss_disc_real_1: 0.29573988914489746 (0.26833457900927615) | > loss_disc_real_2: 0.26573532819747925 (0.3285805411063708) | > loss_disc_real_3: 0.3517105281352997 (0.31150898795861465) | > loss_disc_real_4: 0.28235289454460144 (0.2508811331712283) | > loss_disc_real_5: 0.39208096265792847 (0.31730653460209185) | > loss_0: 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(6.628153017589024) | > loss_mel: 23.06907844543457 (21.9366455078125) | > loss_duration: 2.3408684730529785 (2.2868687425340926) | > loss_1: 38.14286804199219 (35.51099368504116)  --> STEP: 15 | > loss_disc: 2.6335816383361816 (2.345987391471863) | > loss_disc_real_0: 0.09518206119537354 (0.07716932743787766) | > loss_disc_real_1: 0.33507388830184937 (0.2718764007091522) | > loss_disc_real_2: 0.2976425886154175 (0.32499118347962697) | > loss_disc_real_3: 0.29306694865226746 (0.3142740766207377) | > loss_disc_real_4: 0.24411600828170776 (0.24870966970920566) | > loss_disc_real_5: 0.3754428029060364 (0.32358623544375104) | > loss_0: 2.6335816383361816 (2.345987391471863) | > loss_gen: 2.5960693359375 (2.9737135728200275) | > loss_kl: 1.8739590644836426 (1.6729931076367697) | > loss_feat: 6.312764644622803 (6.607127126057943) | > loss_mel: 20.080944061279297 (21.81293207804362) | > loss_duration: 2.2953686714172363 (2.2874354044596354) | > loss_1: 33.15910720825195 (35.354201253255205)  --> STEP: 16 | > loss_disc: 2.1557462215423584 (2.3340973183512688) | > loss_disc_real_0: 0.08803589642047882 (0.07784848799929023) | > loss_disc_real_1: 0.25832968950271606 (0.27102973125874996) | > loss_disc_real_2: 0.3213973045349121 (0.3247665660455823) | > loss_disc_real_3: 0.310897558927536 (0.3140630442649126) | > loss_disc_real_4: 0.22080881893634796 (0.24696586653590205) | > loss_disc_real_5: 0.28251367807388306 (0.32101920060813427) | > loss_0: 2.1557462215423584 (2.3340973183512688) | > loss_gen: 3.111961841583252 (2.982354089617729) | > loss_kl: 1.3356200456619263 (1.651907291263342) | > loss_feat: 7.545371055603027 (6.6657673716545105) | > loss_mel: 22.741657257080078 (21.8709774017334) | > loss_duration: 2.3703086376190186 (2.292614981532097) | > loss_1: 37.10491943359375 (35.46362113952637)  --> STEP: 17 | > loss_disc: 2.4473025798797607 (2.3407564513823567) | > loss_disc_real_0: 0.05791866034269333 (0.076676145195961) | > loss_disc_real_1: 0.28520628809928894 (0.271863646367017) | > loss_disc_real_2: 0.3713597357273102 (0.32750734073274274) | > loss_disc_real_3: 0.39994025230407715 (0.31911464473780465) | > loss_disc_real_4: 0.25765272974967957 (0.24759450554847717) | > loss_disc_real_5: 0.31334188580513 (0.3205675938550164) | > loss_0: 2.4473025798797607 (2.3407564513823567) | > loss_gen: 3.1974685192108154 (2.995007879593793) | > loss_kl: 1.0042880773544312 (1.6138120433863472) | > loss_feat: 5.9855570793151855 (6.625755001516903) | > loss_mel: 20.66666603088379 (21.800135556389304) | > loss_duration: 2.3402440547943115 (2.2954166917239918) | > loss_1: 33.19422149658203 (35.33012704288258)  --> STEP: 18 | > loss_disc: 2.083491325378418 (2.3264639443821378) | > loss_disc_real_0: 0.05678268522024155 (0.0755709529750877) | > loss_disc_real_1: 0.24871614575386047 (0.27057767411073047) | > loss_disc_real_2: 0.35848602652549744 (0.32922837883234024) | > loss_disc_real_3: 0.3276248872280121 (0.3195874359872606) | > loss_disc_real_4: 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2.360975742340088 (2.958656486712004) | > loss_kl: 1.1555275917053223 (1.5683999720372652) | > loss_feat: 4.527617454528809 (6.63906737377769) | > loss_mel: 18.33846092224121 (21.776931461535003) | > loss_duration: 2.3374152183532715 (2.2923149560627185) | > loss_1: 28.71999740600586 (35.23537003366571)  --> STEP: 20 | > loss_disc: 2.0933666229248047 (2.326333314180374) | > loss_disc_real_0: 0.08344438672065735 (0.07683701850473881) | > loss_disc_real_1: 0.25716716051101685 (0.2666276678442955) | > loss_disc_real_2: 0.22582440078258514 (0.32091540694236753) | > loss_disc_real_3: 0.28026530146598816 (0.3175744846463203) | > loss_disc_real_4: 0.1969580203294754 (0.23880515545606612) | > loss_disc_real_5: 0.22755472362041473 (0.30630717501044274) | > loss_0: 2.0933666229248047 (2.326333314180374) | > loss_gen: 2.735788106918335 (2.9475130677223205) | > loss_kl: 1.5944923162460327 (1.5697045892477035) | > loss_feat: 6.985046863555908 (6.656366348266602) | > loss_mel: 22.451557159423828 (21.810662746429443) | > loss_duration: 2.3581533432006836 (2.2956068754196166) | > loss_1: 36.125038146972656 (35.279853439331056)  --> STEP: 21 | > loss_disc: 2.2793867588043213 (2.324097763924372) | > loss_disc_real_0: 0.10139718651771545 (0.07800655031488055) | > loss_disc_real_1: 0.2140107899904251 (0.26412210223220645) | > loss_disc_real_2: 0.4061661660671234 (0.3249749669006893) | > loss_disc_real_3: 0.27952542901039124 (0.31576262485413326) | > loss_disc_real_4: 0.26032382249832153 (0.23982985388664974) | > loss_disc_real_5: 0.3263280987739563 (0.3072605523325148) | > loss_0: 2.2793867588043213 (2.324097763924372) | > loss_gen: 3.0528481006622314 (2.95252902167184) | > loss_kl: 1.489922285079956 (1.5659054319063823) | > loss_feat: 7.152288913726807 (6.679981708526611) | > loss_mel: 21.267518997192383 (21.784798758370535) | > loss_duration: 2.1631791591644287 (2.289300793693179) | > loss_1: 35.125755310058594 (35.27251543317522)  --> STEP: 22 | > loss_disc: 2.2156388759613037 (2.319167814471505) | > loss_disc_real_0: 0.07023043930530548 (0.07765309072353622) | > loss_disc_real_1: 0.247017040848732 (0.2633445994420485) | > loss_disc_real_2: 0.41934287548065186 (0.32926441729068756) | > loss_disc_real_3: 0.29376354813575745 (0.3147626668214798) | > loss_disc_real_4: 0.25100991129875183 (0.24033803831447254) | > loss_disc_real_5: 0.2246047854423523 (0.3035034720193256) | > loss_0: 2.2156388759613037 (2.319167814471505) | > loss_gen: 3.5454938411712646 (2.979481968012723) | > loss_kl: 1.4292908906936646 (1.5596956800330768) | > loss_feat: 7.918148040771484 (6.736261996355924) | > loss_mel: 22.68724250793457 (21.825818928805266) | > loss_duration: 2.1851460933685303 (2.284566489132968) | > loss_1: 37.765323638916016 (35.38582489707253)  --> STEP: 23 | > loss_disc: 1.9392948150634766 (2.302651597105939) | > loss_disc_real_0: 0.0578278973698616 (0.07679112579511559) | > loss_disc_real_1: 0.14206834137439728 (0.25807171865649847) | > loss_disc_real_2: 0.2401633858680725 (0.3253904594027478) | > loss_disc_real_3: 0.26665523648262024 (0.31267103941544244) | > loss_disc_real_4: 0.16244100034236908 (0.236951210576555) | > loss_disc_real_5: 0.1662266105413437 (0.29753491282463074) | > loss_0: 1.9392948150634766 (2.302651597105939) | > loss_gen: 2.726149797439575 (2.9684675258138906) | > loss_kl: 1.634922742843628 (1.5629664218944053) | > loss_feat: 8.559394836425781 (6.8155286415763525) | > loss_mel: 21.11887550354004 (21.79508225814156) | > loss_duration: 2.3212289810180664 (2.2861605105192764) | > loss_1: 36.360572814941406 (35.4282052413277)  --> STEP: 24 | > loss_disc: 2.822866678237915 (2.324327225486438) | > loss_disc_real_0: 0.12819063663482666 (0.07893277208010355) | > loss_disc_real_1: 0.35648706555366516 (0.26217235811054707) | > loss_disc_real_2: 0.40461859107017517 (0.3286916315555573) | > loss_disc_real_3: 0.2991221845149994 (0.31210650379459065) | > loss_disc_real_4: 0.2282896637916565 (0.2365903127938509) | > loss_disc_real_5: 0.28380468487739563 (0.29696281999349594) | > loss_0: 2.822866678237915 (2.324327225486438) | > loss_gen: 2.354970693588257 (2.942905157804489) | > loss_kl: 1.3614115715026855 (1.5545683031280835) | > loss_feat: 6.939002513885498 (6.8206733862559) | > loss_mel: 21.291879653930664 (21.774115482966106) | > loss_duration: 2.4613466262817383 (2.293459932009379) | > loss_1: 34.40861129760742 (35.385722160339355)  --> STEP: 25 | > loss_disc: 2.8924388885498047 (2.347051692008973) | > loss_disc_real_0: 0.07598698139190674 (0.07881494045257567) | > loss_disc_real_1: 0.41209930181503296 (0.2681694358587265) | > loss_disc_real_2: 0.310992032289505 (0.3279836475849152) | > loss_disc_real_3: 0.32496190071105957 (0.3126207196712494) | > loss_disc_real_4: 0.26410311460494995 (0.23769082486629486) | > loss_disc_real_5: 0.402768075466156 (0.30119503021240235) | > loss_0: 2.8924388885498047 (2.347051692008973) | > loss_gen: 2.373725414276123 (2.9201379680633544) | > loss_kl: 1.558422327041626 (1.5547224640846253) | > loss_feat: 3.4023923873901367 (6.68394214630127) | > loss_mel: 20.337430953979492 (21.71664810180664) | > loss_duration: 2.380178928375244 (2.2969286918640135) | > loss_1: 30.052148818969727 (35.17237922668457)  --> STEP: 26 | > loss_disc: 1.6291309595108032 (2.3194393561436586) | > loss_disc_real_0: 0.10565945506095886 (0.07984742178366734) | > loss_disc_real_1: 0.1290322095155716 (0.26281800407629746) | > loss_disc_real_2: 0.18490134179592133 (0.3224804819776462) | > loss_disc_real_3: 0.16045081615447998 (0.30676803107445055) | > loss_disc_real_4: 0.2205105423927307 (0.23703004477115777) | > loss_disc_real_5: 0.15929532051086426 (0.2957373490700355) | > loss_0: 1.6291309595108032 (2.3194393561436586) | > loss_gen: 3.1271729469299316 (2.9281008518659153) | > loss_kl: 1.7980146408081055 (1.5640798554970667) | > loss_feat: 13.23008918762207 (6.935717032505916) | > loss_mel: 24.756561279296875 (21.83356783940242) | > loss_duration: 2.323826313018799 (2.297963215754582) | > loss_1: 45.23566436767578 (35.559428655184234) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024801125893226038 (+0.00013287250812237103) | > avg_loss_disc: 2.3194393561436586 (+0.15470435069157595) | > avg_loss_disc_real_0: 0.07984742178366734 (-0.013915359257505491) | > avg_loss_disc_real_1: 0.26281800407629746 (+0.03855443230042091) | > avg_loss_disc_real_2: 0.3224804819776462 (+0.06885738986042833) | > avg_loss_disc_real_3: 0.30676803107445055 (+0.029341000203902956) | > avg_loss_disc_real_4: 0.23703004477115777 (-0.023209326255779955) | > avg_loss_disc_real_5: 0.2957373490700355 (+0.02907330026993382) | > avg_loss_0: 2.3194393561436586 (+0.15470435069157595) | > avg_loss_gen: 2.9281008518659153 (-0.11185230658604528) | > avg_loss_kl: 1.5640798554970667 (-0.0012787374166343124) | > avg_loss_feat: 6.935717032505916 (-0.3222575554480924) | > avg_loss_mel: 21.83356783940242 (+0.4772436435406071) | > avg_loss_duration: 2.297963215754582 (+0.021911034217247938) | > avg_loss_1: 35.559428655184234 (+0.06376596597525008)  > EPOCH: 18/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:45:22)   --> TIME: 2024-06-10 15:45:26 -- STEP: 9/330 -- GLOBAL_STEP: 93950 | > loss_disc: 2.2878479957580566 (2.3083573712242975) | > loss_disc_real_0: 0.12441693246364594 (0.13107874492804208) | > loss_disc_real_1: 0.20174184441566467 (0.20445119672351414) | > loss_disc_real_2: 0.21696437895298004 (0.2142141411701838) | > loss_disc_real_3: 0.23995207250118256 (0.20939177771409354) | > loss_disc_real_4: 0.1990462839603424 (0.20206126073996225) | > loss_disc_real_5: 0.24556368589401245 (0.23592693938149345) | > loss_0: 2.2878479957580566 (2.3083573712242975) | > grad_norm_0: tensor(8.1340, device='cuda:0') (tensor(20.5675, device='cuda:0')) | > loss_gen: 2.609086275100708 (2.5373989476097956) | > loss_kl: 1.4082165956497192 (1.466069155269199) | > loss_feat: 6.467291831970215 (6.16064453125) | > loss_mel: 22.18959617614746 (21.734929614596897) | > loss_duration: 2.2964253425598145 (2.386855469809638) | > loss_1: 34.97061538696289 (34.28589799669054) | > grad_norm_1: tensor(149.0463, device='cuda:0') (tensor(169.9257, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3652 (0.34845638275146484) | > loader_time: 0.0035 (0.0033331712086995444)  --> TIME: 2024-06-10 15:45:35 -- STEP: 34/330 -- GLOBAL_STEP: 93975 | > loss_disc: 2.0833263397216797 (2.2482405445154976) | > loss_disc_real_0: 0.13860830664634705 (0.12266732445534538) | > loss_disc_real_1: 0.21449677646160126 (0.20210564662428462) | > loss_disc_real_2: 0.18221807479858398 (0.21508126749711878) | > loss_disc_real_3: 0.20443393290042877 (0.22490092366933823) | > loss_disc_real_4: 0.14339348673820496 (0.20606726188870036) | > loss_disc_real_5: 0.19423164427280426 (0.22593840912860982) | > loss_0: 2.0833263397216797 (2.2482405445154976) | > grad_norm_0: tensor(22.9526, device='cuda:0') (tensor(18.1446, device='cuda:0')) | > loss_gen: 2.773674488067627 (2.6564550469903385) | > loss_kl: 1.6841310262680054 (1.505981897606569) | > loss_feat: 7.546583652496338 (6.66820374657126) | > loss_mel: 21.41652488708496 (21.506958232206458) | > loss_duration: 2.1995952129364014 (2.221689020886141) | > loss_1: 35.62051010131836 (34.55928836149328) | > grad_norm_1: tensor(287.2175, device='cuda:0') (tensor(194.7402, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.352 (0.3561499749912935) | > loader_time: 0.0031 (0.003459881333743825)  --> TIME: 2024-06-10 15:45:44 -- STEP: 59/330 -- GLOBAL_STEP: 94000 | > loss_disc: 2.348536491394043 (2.214334999100638) | > loss_disc_real_0: 0.12514418363571167 (0.11920986425573543) | > loss_disc_real_1: 0.19276626408100128 (0.2068273644831221) | > loss_disc_real_2: 0.27381423115730286 (0.2147743196810706) | > loss_disc_real_3: 0.26585856080055237 (0.21808050345566313) | > loss_disc_real_4: 0.2727366089820862 (0.2045814465668242) | > loss_disc_real_5: 0.2499673217535019 (0.21604294999171111) | > loss_0: 2.348536491394043 (2.214334999100638) | > grad_norm_0: tensor(10.9623, device='cuda:0') (tensor(16.5468, device='cuda:0')) | > loss_gen: 2.659714698791504 (2.6868812633773027) | > loss_kl: 1.4368535280227661 (1.4967910192780576) | > loss_feat: 7.0888190269470215 (6.857436576132047) | > loss_mel: 20.64708709716797 (21.49780140892934) | > loss_duration: 2.0744075775146484 (2.175302299402528) | > loss_1: 33.906883239746094 (34.71421309648932) | > grad_norm_1: tensor(120.2997, device='cuda:0') (tensor(186.8941, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3524 (0.35740224385665625) | > loader_time: 0.0032 (0.0034871828758110436) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_94000.pth  --> TIME: 2024-06-10 15:45:58 -- STEP: 84/330 -- GLOBAL_STEP: 94025 | > loss_disc: 1.9738709926605225 (2.1958311271099835) | > loss_disc_real_0: 0.10804321616888046 (0.11821218775141806) | > loss_disc_real_1: 0.16435210406780243 (0.20632861324009447) | > loss_disc_real_2: 0.19759123027324677 (0.2131667183268638) | > loss_disc_real_3: 0.16817548871040344 (0.21596111428169978) | > loss_disc_real_4: 0.16718721389770508 (0.20399030741481555) | > loss_disc_real_5: 0.17544607818126678 (0.21221922958890596) | > loss_0: 1.9738709926605225 (2.1958311271099835) | > grad_norm_0: tensor(13.8691, device='cuda:0') (tensor(14.6198, device='cuda:0')) | > loss_gen: 2.886916399002075 (2.708336285182407) | > loss_kl: 1.5566051006317139 (1.4969970470383054) | > loss_feat: 8.328743934631348 (6.974821947869801) | > loss_mel: 21.23520278930664 (21.494387286049978) | > loss_duration: 2.209239959716797 (2.156399891490028) | > loss_1: 36.21670913696289 (34.83094288053964) | > grad_norm_1: tensor(122.1000, device='cuda:0') (tensor(177.0956, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3458 (0.3567054044632684) | > loader_time: 0.0042 (0.003507191226595924)  --> TIME: 2024-06-10 15:46:07 -- STEP: 109/330 -- GLOBAL_STEP: 94050 | > loss_disc: 2.185556173324585 (2.187004320118407) | > loss_disc_real_0: 0.10446611046791077 (0.11860305501506963) | > loss_disc_real_1: 0.1748787760734558 (0.2055824707954302) | > loss_disc_real_2: 0.22309109568595886 (0.21305000125815016) | > loss_disc_real_3: 0.2454216033220291 (0.2158579783975531) | > loss_disc_real_4: 0.21400612592697144 (0.20329688393741574) | > loss_disc_real_5: 0.20993749797344208 (0.20927937998684173) | > loss_0: 2.185556173324585 (2.187004320118407) | > grad_norm_0: tensor(8.4555, device='cuda:0') (tensor(13.7183, device='cuda:0')) | > loss_gen: 2.6769778728485107 (2.7105546041366155) | > loss_kl: 1.5973777770996094 (1.484062677129693) | > loss_feat: 7.087749004364014 (7.028519884161993) | > loss_mel: 20.885202407836914 (21.487761803723256) | > loss_duration: 2.066431760787964 (2.1498833336961383) | > loss_1: 34.31373977661133 (34.86078269328546) | > grad_norm_1: tensor(170.8227, device='cuda:0') (tensor(164.5890, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3337 (0.35400503709775594) | > loader_time: 0.0036 (0.0035357015942214824)  --> TIME: 2024-06-10 15:46:16 -- STEP: 134/330 -- GLOBAL_STEP: 94075 | > loss_disc: 2.03635311126709 (2.195200157699302) | > loss_disc_real_0: 0.08942566812038422 (0.12011856190971475) | > loss_disc_real_1: 0.19686143100261688 (0.2061611109260303) | > loss_disc_real_2: 0.1850949078798294 (0.21373622608718587) | > loss_disc_real_3: 0.17573443055152893 (0.21620586014060833) | > loss_disc_real_4: 0.1834111213684082 (0.20328158384828426) | > loss_disc_real_5: 0.16643601655960083 (0.20931638877338435) | > loss_0: 2.03635311126709 (2.195200157699302) | > grad_norm_0: tensor(7.1554, device='cuda:0') (tensor(12.9371, device='cuda:0')) | > loss_gen: 2.70460844039917 (2.712832255149955) | > loss_kl: 1.3111413717269897 (1.4725049049106997) | > loss_feat: 8.182527542114258 (7.05128835564229) | > loss_mel: 22.177547454833984 (21.524958368557602) | > loss_duration: 2.1371917724609375 (2.1490099874895012) | > loss_1: 36.51301574707031 (34.91059417155251) | > grad_norm_1: tensor(104.5456, device='cuda:0') (tensor(154.1510, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3791 (0.3552866213357271) | > loader_time: 0.0046 (0.0036621485183488075)  --> TIME: 2024-06-10 15:46:25 -- STEP: 159/330 -- GLOBAL_STEP: 94100 | > loss_disc: 2.2356390953063965 (2.193200968346509) | > loss_disc_real_0: 0.10907723009586334 (0.11925652660663773) | > loss_disc_real_1: 0.25005173683166504 (0.2071450931845971) | > loss_disc_real_2: 0.2307801991701126 (0.21325040632073985) | > loss_disc_real_3: 0.18311911821365356 (0.21589444109103964) | > loss_disc_real_4: 0.18693378567695618 (0.20233042219524863) | > loss_disc_real_5: 0.17237475514411926 (0.2081010105474939) | > loss_0: 2.2356390953063965 (2.193200968346509) | > grad_norm_0: tensor(11.1764, device='cuda:0') (tensor(12.7708, device='cuda:0')) | > loss_gen: 2.6164586544036865 (2.7168833684621374) | > loss_kl: 1.397439956665039 (1.4687198085604969) | > loss_feat: 7.364359378814697 (7.0819604291855915) | > loss_mel: 21.44518280029297 (21.57659852129859) | > loss_duration: 2.1179826259613037 (2.148349247638534) | > loss_1: 34.94142150878906 (34.99251155733311) | > grad_norm_1: tensor(275.2650, device='cuda:0') (tensor(148.2974, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3573 (0.3576902428513054) | > loader_time: 0.0053 (0.0037918300748621134)  --> TIME: 2024-06-10 15:46:35 -- STEP: 184/330 -- GLOBAL_STEP: 94125 | > loss_disc: 2.428467035293579 (2.1957686400931844) | > loss_disc_real_0: 0.1780540943145752 (0.11820391602004351) | > loss_disc_real_1: 0.2470569759607315 (0.20791911009861075) | > loss_disc_real_2: 0.27690625190734863 (0.2140979715015577) | > loss_disc_real_3: 0.21702685952186584 (0.2155128558692725) | > loss_disc_real_4: 0.23039598762989044 (0.20188263568865217) | > loss_disc_real_5: 0.23370739817619324 (0.20840149291831506) | > loss_0: 2.428467035293579 (2.1957686400931844) | > grad_norm_0: tensor(34.4185, device='cuda:0') (tensor(12.5571, device='cuda:0')) | > loss_gen: 2.6997487545013428 (2.7225118136924253) | > loss_kl: 1.4764918088912964 (1.4665699529906973) | > loss_feat: 7.293490409851074 (7.125669951024263) | > loss_mel: 21.25946044921875 (21.612458343091227) | > loss_duration: 2.1637301445007324 (2.1521275186020397) | > loss_1: 34.892921447753906 (35.07933774201765) | > grad_norm_1: tensor(63.0619, device='cuda:0') (tensor(142.4569, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3886 (0.3607196704201077) | > loader_time: 0.0054 (0.003911171270453411)  --> TIME: 2024-06-10 15:46:45 -- STEP: 209/330 -- GLOBAL_STEP: 94150 | > loss_disc: 2.1843671798706055 (2.19766725022257) | > loss_disc_real_0: 0.14422723650932312 (0.11853549244443766) | > loss_disc_real_1: 0.2242092490196228 (0.20752018162508332) | > loss_disc_real_2: 0.20140209794044495 (0.2128804310372001) | > loss_disc_real_3: 0.19960542023181915 (0.2153973785456288) | > loss_disc_real_4: 0.20066329836845398 (0.20290072276546625) | > loss_disc_real_5: 0.18963593244552612 (0.2073674035129364) | > loss_0: 2.1843671798706055 (2.19766725022257) | > grad_norm_0: tensor(29.3411, device='cuda:0') (tensor(13.4852, device='cuda:0')) | > loss_gen: 2.8070154190063477 (2.713017683850522) | > loss_kl: 1.506487250328064 (1.4619284543124107) | > loss_feat: 7.139551639556885 (7.108843055068021) | > loss_mel: 20.89384651184082 (21.567990462745776) | > loss_duration: 2.2115402221679688 (2.1573977401952433) | > loss_1: 34.558441162109375 (35.00917754104832) | > grad_norm_1: tensor(359.6499, device='cuda:0') (tensor(152.6489, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.3825 (0.36348694135127463) | > loader_time: 0.0051 (0.004014795476740057)  --> TIME: 2024-06-10 15:46:55 -- STEP: 234/330 -- GLOBAL_STEP: 94175 | > loss_disc: 2.1875839233398438 (2.1945190460254014) | > loss_disc_real_0: 0.10522139072418213 (0.11777808278416976) | > loss_disc_real_1: 0.2091035395860672 (0.20734692148418507) | > loss_disc_real_2: 0.22690750658512115 (0.21283810152712032) | > loss_disc_real_3: 0.1949068009853363 (0.21550247136853698) | > loss_disc_real_4: 0.19564755260944366 (0.2031889525998352) | > loss_disc_real_5: 0.19166423380374908 (0.20701848167894227) | > loss_0: 2.1875839233398438 (2.1945190460254014) | > grad_norm_0: tensor(25.3284, device='cuda:0') (tensor(13.8026, device='cuda:0')) | > loss_gen: 2.615947961807251 (2.7159541906454634) | > loss_kl: 1.5054231882095337 (1.4549025837172804) | > loss_feat: 6.722203731536865 (7.122512841836) | > loss_mel: 19.624631881713867 (21.539204507811455) | > loss_duration: 2.2192018032073975 (2.1639222772712374) | > loss_1: 32.687408447265625 (34.996496461395516) | > grad_norm_1: tensor(201.4736, device='cuda:0') (tensor(158.0651, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.4072 (0.36612672683520203) | > loader_time: 0.0048 (0.004109962373717217)  --> TIME: 2024-06-10 15:47:05 -- STEP: 259/330 -- GLOBAL_STEP: 94200 | > loss_disc: 2.276095151901245 (2.191350570976967) | > loss_disc_real_0: 0.09519465267658234 (0.1178138187032869) | > loss_disc_real_1: 0.2336738258600235 (0.20727856986541085) | > loss_disc_real_2: 0.2113696187734604 (0.21273304050263292) | > loss_disc_real_3: 0.23449751734733582 (0.2145879697270375) | > loss_disc_real_4: 0.23482879996299744 (0.20257185692952867) | > loss_disc_real_5: 0.19982260465621948 (0.20600165219610717) | > loss_0: 2.276095151901245 (2.191350570976967) | > grad_norm_0: tensor(9.0059, device='cuda:0') (tensor(14.5365, device='cuda:0')) | > loss_gen: 2.7130911350250244 (2.7203253742350584) | > loss_kl: 1.547607660293579 (1.4575695696944893) | > loss_feat: 7.095069885253906 (7.150744778769357) | > loss_mel: 21.8160400390625 (21.507892019500144) | > loss_duration: 2.2500667572021484 (2.169466461454118) | > loss_1: 35.421875 (35.00599828005757) | > grad_norm_1: tensor(217.5235, device='cuda:0') (tensor(165.0574, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.4165 (0.3698591569215635) | > loader_time: 0.0056 (0.004233651179604546)  --> TIME: 2024-06-10 15:47:16 -- STEP: 284/330 -- GLOBAL_STEP: 94225 | > loss_disc: 2.252469778060913 (2.190790057602066) | > loss_disc_real_0: 0.10363999754190445 (0.11805100920019855) | > loss_disc_real_1: 0.2197214812040329 (0.20708929946724797) | > loss_disc_real_2: 0.19106099009513855 (0.21256103802105072) | > loss_disc_real_3: 0.2076025903224945 (0.21451921115668726) | > loss_disc_real_4: 0.17271369695663452 (0.2021505626469431) | > loss_disc_real_5: 0.17903390526771545 (0.20550360362714443) | > loss_0: 2.252469778060913 (2.190790057602066) | > grad_norm_0: tensor(46.0353, device='cuda:0') (tensor(14.8181, device='cuda:0')) | > loss_gen: 2.7033774852752686 (2.7215376823720807) | > loss_kl: 1.504028081893921 (1.4583794592132024) | > loss_feat: 7.264932155609131 (7.189523960503055) | > loss_mel: 21.664505004882812 (21.481012404804506) | > loss_duration: 2.261453151702881 (2.1767606416218706) | > loss_1: 35.398292541503906 (35.0272141846133) | > grad_norm_1: tensor(346.4243, device='cuda:0') (tensor(167.6952, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.4405 (0.3753705276569851) | > loader_time: 0.0065 (0.004381461882255446)  --> TIME: 2024-06-10 15:47:28 -- STEP: 309/330 -- GLOBAL_STEP: 94250 | > loss_disc: 2.160839796066284 (2.193043643602663) | > loss_disc_real_0: 0.13697801530361176 (0.11814771523898088) | > loss_disc_real_1: 0.24133415520191193 (0.20810727572556842) | > loss_disc_real_2: 0.21114204823970795 (0.21263178647721864) | > loss_disc_real_3: 0.22700375318527222 (0.215257081929534) | > loss_disc_real_4: 0.2003020942211151 (0.20278242350974898) | > loss_disc_real_5: 0.2062920182943344 (0.20551395247476384) | > loss_0: 2.160839796066284 (2.193043643602663) | > grad_norm_0: tensor(13.5450, device='cuda:0') (tensor(15.2482, device='cuda:0')) | > loss_gen: 2.785175323486328 (2.7230704247372834) | > loss_kl: 1.3143752813339233 (1.4582873077454301) | > loss_feat: 7.234066009521484 (7.229666788601181) | > loss_mel: 20.533525466918945 (21.46344457706588) | > loss_duration: 2.3491477966308594 (2.187006078491704) | > loss_1: 34.21628952026367 (35.061475179727815) | > grad_norm_1: tensor(149.9217, device='cuda:0') (tensor(174.0015, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.4854 (0.3826575047761493) | > loader_time: 0.0075 (0.004552837328617627)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1041901111602783 (2.1041901111602783) | > loss_disc_real_0: 0.11204077303409576 (0.11204077303409576) | > loss_disc_real_1: 0.37707599997520447 (0.37707599997520447) | > loss_disc_real_2: 0.24858681857585907 (0.24858681857585907) | > loss_disc_real_3: 0.2117316573858261 (0.2117316573858261) | > loss_disc_real_4: 0.18060870468616486 (0.18060870468616486) | > loss_disc_real_5: 0.23531830310821533 (0.23531830310821533) | > loss_0: 2.1041901111602783 (2.1041901111602783) | > loss_gen: 3.158747673034668 (3.158747673034668) | > loss_kl: 0.9679834246635437 (0.9679834246635437) | > loss_feat: 6.724530220031738 (6.724530220031738) | > loss_mel: 20.854032516479492 (20.854032516479492) | > loss_duration: 2.764612913131714 (2.764612913131714) | > loss_1: 34.46990966796875 (34.46990966796875)  --> STEP: 1 | > loss_disc: 1.9259804487228394 (1.9259804487228394) | > loss_disc_real_0: 0.06715478748083115 (0.06715478748083115) | > loss_disc_real_1: 0.25734931230545044 (0.25734931230545044) | > loss_disc_real_2: 0.203587144613266 (0.203587144613266) | > loss_disc_real_3: 0.2936292588710785 (0.2936292588710785) | > loss_disc_real_4: 0.23079609870910645 (0.23079609870910645) | > loss_disc_real_5: 0.28712746500968933 (0.28712746500968933) | > loss_0: 1.9259804487228394 (1.9259804487228394) | > loss_gen: 3.2485644817352295 (3.2485644817352295) | > loss_kl: 2.836902618408203 (2.836902618408203) | > loss_feat: 7.067848205566406 (7.067848205566406) | > loss_mel: 23.225963592529297 (23.225963592529297) | > loss_duration: 2.2595345973968506 (2.2595345973968506) | > loss_1: 38.63881301879883 (38.63881301879883)  --> STEP: 2 | > loss_disc: 2.542713165283203 (2.2343468070030212) | > loss_disc_real_0: 0.15079882740974426 (0.1089768074452877) | > loss_disc_real_1: 0.38755396008491516 (0.3224516361951828) | > loss_disc_real_2: 0.23581352829933167 (0.21970033645629883) | > loss_disc_real_3: 0.3284793496131897 (0.3110543042421341) | > loss_disc_real_4: 0.3136623799800873 (0.27222923934459686) | > loss_disc_real_5: 0.40767088532447815 (0.34739917516708374) | > loss_0: 2.542713165283203 (2.2343468070030212) | > loss_gen: 3.0635619163513184 (3.156063199043274) | > loss_kl: 0.7915835380554199 (1.8142430782318115) | > loss_feat: 5.151686668395996 (6.109767436981201) | > loss_mel: 21.310461044311523 (22.26821231842041) | > loss_duration: 2.4011764526367188 (2.3303555250167847) | > loss_1: 32.718467712402344 (35.678640365600586)  --> STEP: 3 | > loss_disc: 2.330054998397827 (2.2662495374679565) | > loss_disc_real_0: 0.06727562844753265 (0.09507641444603603) | > loss_disc_real_1: 0.29163751006126404 (0.3121802608172099) | > loss_disc_real_2: 0.3274349272251129 (0.2556118667125702) | > loss_disc_real_3: 0.22907578945159912 (0.2837281326452891) | > loss_disc_real_4: 0.3926178514957428 (0.3123587767283122) | > loss_disc_real_5: 0.36667075753211975 (0.3538230359554291) | > loss_0: 2.330054998397827 (2.2662495374679565) | > loss_gen: 3.352266311645508 (3.221464236577352) | > loss_kl: 1.0892034769058228 (1.5725632111231487) | > loss_feat: 6.8973307609558105 (6.372288544972737) | > loss_mel: 21.043405532836914 (21.859943389892578) | > loss_duration: 2.1570076942443848 (2.272572914759318) | > loss_1: 34.539215087890625 (35.298831939697266)  --> STEP: 4 | > loss_disc: 1.4916480779647827 (2.072599172592163) | > loss_disc_real_0: 0.0814439058303833 (0.09166828729212284) | > loss_disc_real_1: 0.19638264179229736 (0.28323085606098175) | > loss_disc_real_2: 0.13981282711029053 (0.22666210681200027) | > loss_disc_real_3: 0.13683189451694489 (0.24700407311320305) | > loss_disc_real_4: 0.16964969038963318 (0.2766815051436424) | > loss_disc_real_5: 0.11346664279699326 (0.2937339376658201) | > loss_0: 1.4916480779647827 (2.072599172592163) | > loss_gen: 3.213221788406372 (3.219403624534607) | > loss_kl: 1.8578394651412964 (1.6438822746276855) | > loss_feat: 9.563096046447754 (7.169990420341492) | > loss_mel: 22.666833877563477 (22.061666011810303) | > loss_duration: 2.201693534851074 (2.254853069782257) | > loss_1: 39.502685546875 (36.3497953414917)  --> STEP: 5 | > loss_disc: 2.209221124649048 (2.09992356300354) | > loss_disc_real_0: 0.15159468352794647 (0.10365356653928756) | > loss_disc_real_1: 0.38154909014701843 (0.3028945028781891) | > loss_disc_real_2: 0.2707827687263489 (0.23548623919487) | > loss_disc_real_3: 0.2678929269313812 (0.2511818438768387) | > loss_disc_real_4: 0.25026023387908936 (0.2713972508907318) | > loss_disc_real_5: 0.2414756864309311 (0.2832822874188423) | > loss_0: 2.209221124649048 (2.09992356300354) | > loss_gen: 3.1729209423065186 (3.2101070880889893) | > loss_kl: 1.4087040424346924 (1.596846628189087) | > loss_feat: 5.651121139526367 (6.866216564178467) | > loss_mel: 21.303102493286133 (21.909953308105468) | > loss_duration: 2.252502918243408 (2.2543830394744875) | > loss_1: 33.78834915161133 (35.83750610351562)  --> STEP: 6 | > loss_disc: 2.1799981594085693 (2.113269329071045) | > loss_disc_real_0: 0.08935866504907608 (0.10127108295758565) | > loss_disc_real_1: 0.2326253354549408 (0.2911829749743144) | > loss_disc_real_2: 0.19558076560497284 (0.22883532692988715) | > loss_disc_real_3: 0.24648357927799225 (0.25039879977703094) | > loss_disc_real_4: 0.2758410573005676 (0.2721378852923711) | > loss_disc_real_5: 0.32520660758018494 (0.2902696741123994) | > loss_0: 2.1799981594085693 (2.113269329071045) | > loss_gen: 3.0834670066833496 (3.189000407854716) | > loss_kl: 1.3804845809936523 (1.560786286989848) | > loss_feat: 5.780508518218994 (6.685265223185222) | > loss_mel: 23.4703311920166 (22.170016288757324) | > loss_duration: 2.100052833557129 (2.2286613384882608) | > loss_1: 35.814842224121094 (35.8337287902832)  --> STEP: 7 | > loss_disc: 1.7274240255355835 (2.058148571423122) | > loss_disc_real_0: 0.11220566928386688 (0.10283316671848297) | > loss_disc_real_1: 0.27327513694763184 (0.288624712399074) | > loss_disc_real_2: 0.2585511803627014 (0.23308044884886062) | > loss_disc_real_3: 0.15960484743118286 (0.23742823515619552) | > loss_disc_real_4: 0.1687150001525879 (0.2573631874152592) | > loss_disc_real_5: 0.1802792102098465 (0.274556750697749) | > loss_0: 1.7274240255355835 (2.058148571423122) | > loss_gen: 3.355417013168335 (3.2127742086138045) | > loss_kl: 2.0885932445526123 (1.6361872809273856) | > loss_feat: 7.914246559143066 (6.860833985464914) | > loss_mel: 21.24945640563965 (22.03850773402623) | > loss_duration: 2.337918996810913 (2.2442695753914967) | > loss_1: 36.94562911987305 (35.992571694510325)  --> STEP: 8 | > loss_disc: 1.71869957447052 (2.0157174468040466) | > loss_disc_real_0: 0.04150771722197533 (0.09516748553141952) | > loss_disc_real_1: 0.26017799973487854 (0.2850688733160496) | > loss_disc_real_2: 0.19300121068954468 (0.2280705440789461) | > loss_disc_real_3: 0.11042560636997223 (0.2215529065579176) | > loss_disc_real_4: 0.11338537186384201 (0.23936596047133207) | > loss_disc_real_5: 0.20371471345424652 (0.2657014960423112) | > loss_0: 1.71869957447052 (2.0157174468040466) | > loss_gen: 2.907883882522583 (3.1746629178524017) | > loss_kl: 1.7145318984985352 (1.6459803581237793) | > loss_feat: 9.946205139160156 (7.246505379676819) | > loss_mel: 23.437192916870117 (22.213343381881714) | > loss_duration: 2.162105083465576 (2.233999013900757) | > loss_1: 40.16791915893555 (36.51449012756348)  --> STEP: 9 | > loss_disc: 2.0749237537384033 (2.0222959253523083) | > loss_disc_real_0: 0.09599272906780243 (0.09525917925768429) | > loss_disc_real_1: 0.2595295310020447 (0.2822311686144935) | > loss_disc_real_2: 0.2842082977294922 (0.23430807226234013) | > loss_disc_real_3: 0.2350531965494156 (0.22305293877919516) | > loss_disc_real_4: 0.1894073784351349 (0.2338150069117546) | > loss_disc_real_5: 0.2710122764110565 (0.2662915827499496) | > loss_0: 2.0749237537384033 (2.0222959253523083) | > loss_gen: 3.242800235748291 (3.182233730951945) | > loss_kl: 1.7513196468353271 (1.6576847235361736) | > loss_feat: 8.838733673095703 (7.42341963450114) | > loss_mel: 22.378366470336914 (22.231679280598957) | > loss_duration: 2.062117576599121 (2.214901076422797) | > loss_1: 38.27334213256836 (36.709918128119575)  --> STEP: 10 | > loss_disc: 2.607943534851074 (2.0808606863021852) | > loss_disc_real_0: 0.12946993112564087 (0.09868025444447995) | > loss_disc_real_1: 0.35374900698661804 (0.2893829524517059) | > loss_disc_real_2: 0.23990730941295624 (0.23486799597740174) | > loss_disc_real_3: 0.2692587971687317 (0.2276735246181488) | > loss_disc_real_4: 0.2900700569152832 (0.23944051191210747) | > loss_disc_real_5: 0.39060643315315247 (0.27872306779026984) | > loss_0: 2.607943534851074 (2.0808606863021852) | > loss_gen: 2.4698703289031982 (3.1109973907470705) | > loss_kl: 1.6450557708740234 (1.6564218282699585) | > loss_feat: 3.451249122619629 (7.026202583312989) | > loss_mel: 17.781583786010742 (21.786669731140137) | > loss_duration: 2.2259292602539062 (2.216003894805908) | > loss_1: 27.573686599731445 (35.79629497528076)  --> STEP: 11 | > loss_disc: 1.9417763948440552 (2.0682166598059912) | > loss_disc_real_0: 0.08328844606876373 (0.09728099913759665) | > loss_disc_real_1: 0.23878423869609833 (0.28478306938301434) | > loss_disc_real_2: 0.16901342570781708 (0.22888121686198495) | > loss_disc_real_3: 0.16419024765491486 (0.22190231762149118) | > loss_disc_real_4: 0.2067493200302124 (0.23646858537738974) | > loss_disc_real_5: 0.3809187114238739 (0.2880135808478702) | > loss_0: 1.9417763948440552 (2.0682166598059912) | > loss_gen: 3.094409942626953 (3.1094894409179688) | > loss_kl: 1.09207022190094 (1.605117136781866) | > loss_feat: 7.117472171783447 (7.034499818628484) | > loss_mel: 21.815345764160156 (21.789276643232867) | > loss_duration: 2.4440810680389404 (2.236738183281638) | > loss_1: 35.563377380371094 (35.77512064847079)  --> STEP: 12 | > loss_disc: 2.564648151397705 (2.1095859507719674) | > loss_disc_real_0: 0.1892985701560974 (0.10494913005580504) | > loss_disc_real_1: 0.3315119445323944 (0.2886771423121293) | > loss_disc_real_2: 0.3296854496002197 (0.2372815695901712) | > loss_disc_real_3: 0.3133350908756256 (0.22952171539266905) | > loss_disc_real_4: 0.349777489900589 (0.24591099408765635) | > loss_disc_real_5: 0.41989314556121826 (0.29900354457398254) | > loss_0: 2.564648151397705 (2.1095859507719674) | > loss_gen: 3.2198333740234375 (3.118684768676758) | > loss_kl: 1.7344985008239746 (1.6158989171187084) | > loss_feat: 5.070148944854736 (6.870803912480672) | > loss_mel: 20.483081817626953 (21.680427074432373) | > loss_duration: 2.186614513397217 (2.23256121079127) | > loss_1: 32.694175720214844 (35.5183752377828)  --> STEP: 13 | > loss_disc: 1.9364317655563354 (2.0962663980630727) | > loss_disc_real_0: 0.08660183846950531 (0.103537799933782) | > loss_disc_real_1: 0.31992119550704956 (0.2910805310194309) | > loss_disc_real_2: 0.3044961392879486 (0.24245192110538483) | > loss_disc_real_3: 0.22279641032218933 (0.22900438423340136) | > loss_disc_real_4: 0.21838830411434174 (0.24379386408970907) | > loss_disc_real_5: 0.22810675203800201 (0.2935499451481379) | > loss_0: 1.9364317655563354 (2.0962663980630727) | > loss_gen: 3.797980308532715 (3.1709382717426005) | > loss_kl: 1.254057765007019 (1.588064982340886) | > loss_feat: 7.153036117553711 (6.892514082101675) | > loss_mel: 20.620214462280273 (21.59887225811298) | > loss_duration: 2.1276962757110596 (2.2244946773235617) | > loss_1: 34.95298767089844 (35.474883886484)  --> STEP: 14 | > loss_disc: 1.5718162059783936 (2.058805670057024) | > loss_disc_real_0: 0.12696048617362976 (0.10521084895091397) | > loss_disc_real_1: 0.23985785245895386 (0.2874217682651111) | > loss_disc_real_2: 0.20825664699077606 (0.2400094015257699) | > loss_disc_real_3: 0.16437628865242004 (0.2243880916919027) | > loss_disc_real_4: 0.1459130346775055 (0.23680237627455167) | > loss_disc_real_5: 0.1834140419960022 (0.2856830949229854) | > loss_0: 1.5718162059783936 (2.058805670057024) | > loss_gen: 3.865257501602173 (3.2205325024468556) | > loss_kl: 1.435841679573059 (1.5771918892860413) | > loss_feat: 9.72634220123291 (7.094930376325335) | > loss_mel: 22.14675521850586 (21.6380067552839) | > loss_duration: 2.308880090713501 (2.2305222068514143) | > loss_1: 39.48307418823242 (35.76118319375174)  --> STEP: 15 | > loss_disc: 2.019955635070801 (2.0562156677246093) | > loss_disc_real_0: 0.14598827064037323 (0.10792934373021126) | > loss_disc_real_1: 0.2893248200416565 (0.28754863838354744) | > loss_disc_real_2: 0.1730452924966812 (0.23554512759049734) | > loss_disc_real_3: 0.1933654099702835 (0.22231991291046144) | > loss_disc_real_4: 0.19375257194042206 (0.23393238931894303) | > loss_disc_real_5: 0.18272803723812103 (0.27881942441066104) | > loss_0: 2.019955635070801 (2.0562156677246093) | > loss_gen: 3.041473627090454 (3.2085952440897625) | > loss_kl: 1.5305438041687012 (1.5740820169448853) | > loss_feat: 7.77717399597168 (7.140413284301758) | > loss_mel: 21.179140090942383 (21.607415644327798) | > loss_duration: 2.2745347023010254 (2.2334563732147217) | > loss_1: 35.8028678894043 (35.76396217346191)  --> STEP: 16 | > loss_disc: 1.7399277687072754 (2.036447674036026) | > loss_disc_real_0: 0.14258141815662384 (0.11009509838186204) | > loss_disc_real_1: 0.22326844930648804 (0.28353112656623125) | > loss_disc_real_2: 0.2082052081823349 (0.23383638262748718) | > loss_disc_real_3: 0.23199452459812164 (0.2229245761409402) | > loss_disc_real_4: 0.24447232484817505 (0.23459113528952003) | > loss_disc_real_5: 0.2028973400592804 (0.27407429413869977) | > loss_0: 1.7399277687072754 (2.036447674036026) | > loss_gen: 4.080680847167969 (3.2631005942821503) | > loss_kl: 1.7271672487258911 (1.5836498439311981) | > loss_feat: 9.316414833068848 (7.276413381099701) | > loss_mel: 19.875154495239258 (21.499149322509766) | > loss_duration: 2.3671038150787354 (2.2418093383312225) | > loss_1: 37.366519927978516 (35.8641220331192)  --> STEP: 17 | > loss_disc: 2.19524884223938 (2.0457889192244587) | > loss_disc_real_0: 0.10798593610525131 (0.10997103001264964) | > loss_disc_real_1: 0.36614030599594116 (0.28839049006209655) | > loss_disc_real_2: 0.20775365829467773 (0.2323021047255572) | > loss_disc_real_3: 0.24376831948757172 (0.22415067869074204) | > loss_disc_real_4: 0.2531471848487854 (0.23568266761653564) | > loss_disc_real_5: 0.38308560848236084 (0.28048672439420924) | > loss_0: 2.19524884223938 (2.0457889192244587) | > loss_gen: 3.656313180923462 (3.2862307464375213) | > loss_kl: 1.0877313613891602 (1.5544781684875488) | > loss_feat: 7.084559917449951 (7.265127883237951) | > loss_mel: 20.111967086791992 (21.417550367467545) | > loss_duration: 2.3243863582611084 (2.246666810091804) | > loss_1: 34.264957427978516 (35.770053526934454)  --> STEP: 18 | > loss_disc: 2.1389873027801514 (2.0509666071997747) | > loss_disc_real_0: 0.12118056416511536 (0.11059378191000885) | > loss_disc_real_1: 0.17401078343391418 (0.28203606191608643) | > loss_disc_real_2: 0.1501084268093109 (0.22773578928576577) | > loss_disc_real_3: 0.26029688119888306 (0.22615880105230543) | > loss_disc_real_4: 0.2363969087600708 (0.23572234768006536) | > loss_disc_real_5: 0.2618827521800995 (0.27945317038231426) | > loss_0: 2.1389873027801514 (2.0509666071997747) | > loss_gen: 2.698275089263916 (3.25356654326121) | > loss_kl: 1.5966695547103882 (1.5568221343888178) | > loss_feat: 6.598062992095947 (7.228068722618951) | > loss_mel: 20.36619758605957 (21.359141879611546) | > loss_duration: 2.169071674346924 (2.2423559692170887) | > loss_1: 33.42827606201172 (35.639954778883194)  --> STEP: 19 | > loss_disc: 1.9105392694473267 (2.043575694686488) | > loss_disc_real_0: 0.09317612648010254 (0.10967706320317168) | > loss_disc_real_1: 0.2733623683452606 (0.2815795517281482) | > loss_disc_real_2: 0.1976345032453537 (0.2261515110731125) | > loss_disc_real_3: 0.18713009357452393 (0.22410465855347483) | > loss_disc_real_4: 0.19238947331905365 (0.2334416700821174) | > loss_disc_real_5: 0.2296883761882782 (0.2768339706878913) | > loss_0: 1.9105392694473267 (2.043575694686488) | > loss_gen: 3.137603521347046 (3.2474632263183594) | > loss_kl: 1.7549993991851807 (1.567252516746521) | > loss_feat: 9.022747039794922 (7.322525476154528) | > loss_mel: 21.754989624023438 (21.3799759714227) | > loss_duration: 2.3603780269622803 (2.2485676564668355) | > loss_1: 38.03071975708008 (35.76578451457777)  --> STEP: 20 | > loss_disc: 1.9462928771972656 (2.038711553812027) | > loss_disc_real_0: 0.11413980275392532 (0.10990020018070937) | > loss_disc_real_1: 0.18302425742149353 (0.27665178701281545) | > loss_disc_real_2: 0.21284668147563934 (0.22548626959323884) | > loss_disc_real_3: 0.22189560532569885 (0.22399420589208602) | > loss_disc_real_4: 0.2452189028263092 (0.23403053171932697) | > loss_disc_real_5: 0.2941482365131378 (0.2776996839791536) | > loss_0: 1.9462928771972656 (2.038711553812027) | > loss_gen: 3.0631144046783447 (3.2382457852363586) | > loss_kl: 1.7341387271881104 (1.5755968272686005) | > loss_feat: 6.631519794464111 (7.287975192070007) | > loss_mel: 23.88772964477539 (21.50536365509033) | > loss_duration: 2.3080191612243652 (2.2515402317047117) | > loss_1: 37.62451934814453 (35.8587212562561)  --> STEP: 21 | > loss_disc: 2.409515142440796 (2.056368867556254) | > loss_disc_real_0: 0.13296623528003693 (0.11099858280448686) | > loss_disc_real_1: 0.3264976739883423 (0.27902540067831677) | > loss_disc_real_2: 0.18893975019454956 (0.2237459591456822) | > loss_disc_real_3: 0.29688122868537903 (0.22746501650129045) | > loss_disc_real_4: 0.3046605587005615 (0.237393866337481) | > loss_disc_real_5: 0.3315078914165497 (0.2802619795714106) | > loss_0: 2.409515142440796 (2.056368867556254) | > loss_gen: 2.898047685623169 (3.2220458757309687) | > loss_kl: 1.3477274179458618 (1.5647459030151367) | > loss_feat: 4.137706756591797 (7.137962409428188) | > loss_mel: 19.350873947143555 (21.402768907092867) | > loss_duration: 2.175934076309204 (2.24793993859064) | > loss_1: 29.910289764404297 (35.57546261378697)  --> STEP: 22 | > loss_disc: 2.0631396770477295 (2.0566766316240486) | > loss_disc_real_0: 0.17363965511322021 (0.11384590427306565) | > loss_disc_real_1: 0.4014855921268463 (0.28459177301688626) | > loss_disc_real_2: 0.22483018040657043 (0.22379524193026804) | > loss_disc_real_3: 0.2349114716053009 (0.22780349173329092) | > loss_disc_real_4: 0.14124876260757446 (0.23302363434975798) | > loss_disc_real_5: 0.12248147279024124 (0.2730901383540847) | > loss_0: 2.0631396770477295 (2.0566766316240486) | > loss_gen: 3.468433380126953 (3.233245307748968) | > loss_kl: 1.3226923942565918 (1.5537434707988391) | > loss_feat: 8.755716323852539 (7.211496678265658) | > loss_mel: 21.058435440063477 (21.387117385864258) | > loss_duration: 2.2114405632019043 (2.2462808760729702) | > loss_1: 36.81671905517578 (35.631883361122824)  --> STEP: 23 | > loss_disc: 2.290273666381836 (2.0668330244396045) | > loss_disc_real_0: 0.10970239341259003 (0.11366575162695802) | > loss_disc_real_1: 0.3654935657978058 (0.2881092422682306) | > loss_disc_real_2: 0.32975462079048157 (0.22840217144592947) | > loss_disc_real_3: 0.267670601606369 (0.22953684433646823) | > loss_disc_real_4: 0.27824079990386963 (0.23498959806950195) | > loss_disc_real_5: 0.31328609585762024 (0.2748377886803254) | > loss_0: 2.290273666381836 (2.0668330244396045) | > loss_gen: 3.514265537261963 (3.245463578597359) | > loss_kl: 1.6080559492111206 (1.556104882903721) | > loss_feat: 6.769673824310303 (7.192286988963252) | > loss_mel: 21.06028938293457 (21.372907472693402) | > loss_duration: 2.3094675540924072 (2.2490281229433804) | > loss_1: 35.26175308227539 (35.615790740303375)  --> STEP: 24 | > loss_disc: 2.1842257976531982 (2.071724389990171) | > loss_disc_real_0: 0.12476290017366409 (0.1141281328164041) | > loss_disc_real_1: 0.33359161019325256 (0.2900043409317732) | > loss_disc_real_2: 0.1866750568151474 (0.2266635416696469) | > loss_disc_real_3: 0.26595816016197205 (0.2310543991625309) | > loss_disc_real_4: 0.29886001348495483 (0.23765086537847915) | > loss_disc_real_5: 0.2663896679878235 (0.27448578365147114) | > loss_0: 2.1842257976531982 (2.071724389990171) | > loss_gen: 3.2525570392608643 (3.2457591394583383) | > loss_kl: 1.5007866621017456 (1.553799957036972) | > loss_feat: 6.491335391998291 (7.163080672423045) | > loss_mel: 21.74803352355957 (21.388537724812824) | > loss_duration: 2.408825635910034 (2.2556863526503244) | > loss_1: 35.40153884887695 (35.606863578160606)  --> STEP: 25 | > loss_disc: 2.3887276649475098 (2.0844045209884645) | > loss_disc_real_0: 0.1734868586063385 (0.11650248184800148) | > loss_disc_real_1: 0.252792626619339 (0.28851587235927584) | > loss_disc_real_2: 0.35014525055885315 (0.23160281002521516) | > loss_disc_real_3: 0.38101160526275635 (0.23705268740653992) | > loss_disc_real_4: 0.2967872619628906 (0.24001632124185562) | > loss_disc_real_5: 0.30107104778289795 (0.2755491942167282) | > loss_0: 2.3887276649475098 (2.0844045209884645) | > loss_gen: 3.4620862007141113 (3.254412221908569) | > loss_kl: 1.5212829113006592 (1.5524992752075195) | > loss_feat: 7.812112331390381 (7.189041938781738) | > loss_mel: 21.83428955078125 (21.406367797851562) | > loss_duration: 2.3624613285064697 (2.2599573516845703) | > loss_1: 36.99223327636719 (35.66227836608887)  --> STEP: 26 | > loss_disc: 2.0258824825286865 (2.0821536733553963) | > loss_disc_real_0: 0.03919054940342903 (0.11352894598474869) | > loss_disc_real_1: 0.20078450441360474 (0.28514158897675) | > loss_disc_real_2: 0.1931457817554474 (0.230123693553301) | > loss_disc_real_3: 0.23312708735466003 (0.23690170278915992) | > loss_disc_real_4: 0.22431758046150208 (0.23941252351953432) | > loss_disc_real_5: 0.29684150218963623 (0.2763681291387631) | > loss_0: 2.0258824825286865 (2.0821536733553963) | > loss_gen: 2.8153891563415527 (3.237526719386761) | > loss_kl: 1.4946931600570679 (1.5502759630863483) | > loss_feat: 10.564845085144043 (7.318880521334135) | > loss_mel: 23.060890197753906 (21.47000327477088) | > loss_duration: 2.336033821105957 (2.262883369739239) | > loss_1: 40.2718505859375 (35.83956960531382) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024042679713322567 (-7.584461799034709e-05) | > avg_loss_disc: 2.0821536733553963 (-0.23728568278826234) | > avg_loss_disc_real_0: 0.11352894598474869 (+0.03368152420108135) | > avg_loss_disc_real_1: 0.28514158897675 (+0.022323584900452553) | > avg_loss_disc_real_2: 0.230123693553301 (-0.09235678842434522) | > avg_loss_disc_real_3: 0.23690170278915992 (-0.06986632828529063) | > avg_loss_disc_real_4: 0.23941252351953432 (+0.0023824787483765486) | > avg_loss_disc_real_5: 0.2763681291387631 (-0.01936921993127244) | > avg_loss_0: 2.0821536733553963 (-0.23728568278826234) | > avg_loss_gen: 3.237526719386761 (+0.3094258675208459) | > avg_loss_kl: 1.5502759630863483 (-0.013803892410718444) | > avg_loss_feat: 7.318880521334135 (+0.3831634888282194) | > avg_loss_mel: 21.47000327477088 (-0.3635645646315382) | > avg_loss_duration: 2.262883369739239 (-0.03507984601534275) | > avg_loss_1: 35.83956960531382 (+0.28014095012958506)  > EPOCH: 19/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:47:58)   --> TIME: 2024-06-10 15:48:00 -- STEP: 4/330 -- GLOBAL_STEP: 94275 | > loss_disc: 2.2236247062683105 (2.173431694507599) | > loss_disc_real_0: 0.10779529809951782 (0.11109313555061817) | > loss_disc_real_1: 0.23036827147006989 (0.1886044591665268) | > loss_disc_real_2: 0.24623806774616241 (0.22060998156666756) | > loss_disc_real_3: 0.18868416547775269 (0.19419345259666443) | > loss_disc_real_4: 0.17683647572994232 (0.20930299535393715) | > loss_disc_real_5: 0.21626760065555573 (0.2502366714179516) | > loss_0: 2.2236247062683105 (2.173431694507599) | > grad_norm_0: tensor(18.9707, device='cuda:0') (tensor(15.1637, device='cuda:0')) | > loss_gen: 2.648715019226074 (2.681988537311554) | > loss_kl: 1.410326361656189 (1.4858422577381134) | > loss_feat: 6.381809711456299 (6.61153244972229) | > loss_mel: 20.928239822387695 (21.353200912475586) | > loss_duration: 2.4895012378692627 (2.440569579601288) | > loss_1: 33.85859298706055 (34.57313346862793) | > grad_norm_1: tensor(109.3860, device='cuda:0') (tensor(116.0787, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3423 (0.3440992832183838) | > loader_time: 0.0029 (0.0028066039085388184)  --> TIME: 2024-06-10 15:48:09 -- STEP: 29/330 -- GLOBAL_STEP: 94300 | > loss_disc: 2.4707720279693604 (2.2835357682458297) | > loss_disc_real_0: 0.07901265472173691 (0.11785688456790201) | > loss_disc_real_1: 0.19817069172859192 (0.20647256744318995) | > loss_disc_real_2: 0.2463182955980301 (0.22455117106437683) | > loss_disc_real_3: 0.2689318358898163 (0.22671901460351615) | > loss_disc_real_4: 0.38237467408180237 (0.21370139615289097) | > loss_disc_real_5: 0.24687287211418152 (0.22216271069543114) | > loss_0: 2.4707720279693604 (2.2835357682458297) | > grad_norm_0: tensor(28.0012, device='cuda:0') (tensor(25.9760, device='cuda:0')) | > loss_gen: 2.699678659439087 (2.7961224934150435) | > loss_kl: 1.5446220636367798 (1.491090330584296) | > loss_feat: 7.201426029205322 (7.04051816874537) | > loss_mel: 21.75711441040039 (21.552229914171942) | > loss_duration: 2.161618232727051 (2.2250123681693244) | > loss_1: 35.36445999145508 (35.10497323397932) | > grad_norm_1: tensor(167.7938, device='cuda:0') (tensor(193.9749, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.339 (0.3375325285155198) | > loader_time: 0.0029 (0.0030877096899624527)  --> TIME: 2024-06-10 15:48:17 -- STEP: 54/330 -- GLOBAL_STEP: 94325 | > loss_disc: 2.5262246131896973 (2.2406052924968587) | > loss_disc_real_0: 0.1264129877090454 (0.11207929902054646) | > loss_disc_real_1: 0.25984588265419006 (0.20230207371490974) | > loss_disc_real_2: 0.23927579820156097 (0.22160901791519588) | > loss_disc_real_3: 0.23633842170238495 (0.2219603188611843) | > loss_disc_real_4: 0.24647149443626404 (0.2159878917866283) | > loss_disc_real_5: 0.260494202375412 (0.2159205217052389) | > loss_0: 2.5262246131896973 (2.2406052924968587) | > grad_norm_0: tensor(8.9144, device='cuda:0') (tensor(22.9697, device='cuda:0')) | > loss_gen: 2.4803013801574707 (2.788922075872069) | > loss_kl: 1.5459012985229492 (1.4829010323241905) | > loss_feat: 6.43233585357666 (7.121028520442821) | > loss_mel: 21.68980598449707 (21.632115258110893) | > loss_duration: 2.1242263317108154 (2.1775124139255944) | > loss_1: 34.2725715637207 (35.20247932716653) | > grad_norm_1: tensor(307.9841, device='cuda:0') (tensor(216.6186, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.335 (0.33967438450566045) | > loader_time: 0.0033 (0.0031739385039718064)  --> TIME: 2024-06-10 15:48:26 -- STEP: 79/330 -- GLOBAL_STEP: 94350 | > loss_disc: 2.261401653289795 (2.2307259342338472) | > loss_disc_real_0: 0.1242789551615715 (0.11481493117311332) | > loss_disc_real_1: 0.18058152496814728 (0.20235331337663195) | > loss_disc_real_2: 0.22509382665157318 (0.22013470700270013) | > loss_disc_real_3: 0.24272391200065613 (0.22179822567143018) | > loss_disc_real_4: 0.2476426661014557 (0.21362673670430726) | > loss_disc_real_5: 0.26020547747612 (0.2156974446924427) | > loss_0: 2.261401653289795 (2.2307259342338472) | > grad_norm_0: tensor(5.1722, device='cuda:0') (tensor(19.7741, device='cuda:0')) | > loss_gen: 2.6468613147735596 (2.769804640661313) | > loss_kl: 1.7646788358688354 (1.4846002135095717) | > loss_feat: 6.538153648376465 (7.127267994458163) | > loss_mel: 20.90371322631836 (21.58087812496137) | > loss_duration: 2.0607082843780518 (2.1562415089788307) | > loss_1: 33.91411590576172 (35.118792570089994) | > grad_norm_1: tensor(175.1078, device='cuda:0') (tensor(213.0599, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3676 (0.3444683732865732) | > loader_time: 0.0043 (0.00329443171054502)  --> TIME: 2024-06-10 15:48:36 -- STEP: 104/330 -- GLOBAL_STEP: 94375 | > loss_disc: 2.039381265640259 (2.20885665829365) | > loss_disc_real_0: 0.10710867494344711 (0.11585944346510448) | > loss_disc_real_1: 0.16756848990917206 (0.20141332152371227) | > loss_disc_real_2: 0.22058448195457458 (0.21698922033493334) | > loss_disc_real_3: 0.2081335037946701 (0.21940001845359802) | > loss_disc_real_4: 0.18834984302520752 (0.21053945330473092) | > loss_disc_real_5: 0.19111746549606323 (0.21140506362112668) | > loss_0: 2.039381265640259 (2.20885665829365) | > grad_norm_0: tensor(8.3424, device='cuda:0') (tensor(17.1680, device='cuda:0')) | > loss_gen: 3.1895198822021484 (2.760314689232753) | > loss_kl: 1.4224270582199097 (1.4774424192997127) | > loss_feat: 9.163261413574219 (7.164269484006441) | > loss_mel: 21.890087127685547 (21.554969200721153) | > loss_duration: 2.1502039432525635 (2.149129407910199) | > loss_1: 37.81550216674805 (35.10612535476683) | > grad_norm_1: tensor(106.3183, device='cuda:0') (tensor(192.7533, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3404 (0.3476681136167966) | > loader_time: 0.0039 (0.0033952158231001627)  --> TIME: 2024-06-10 15:48:45 -- STEP: 129/330 -- GLOBAL_STEP: 94400 | > loss_disc: 2.277029275894165 (2.2102140650268662) | > loss_disc_real_0: 0.10949062556028366 (0.11791238656570745) | > loss_disc_real_1: 0.19391833245754242 (0.20251323583052142) | > loss_disc_real_2: 0.2255326211452484 (0.21733786027098811) | > loss_disc_real_3: 0.30431145429611206 (0.2193998232368351) | > loss_disc_real_4: 0.22733652591705322 (0.21109217162742172) | > loss_disc_real_5: 0.31620174646377563 (0.2119436310243237) | > loss_0: 2.277029275894165 (2.2102140650268662) | > grad_norm_0: tensor(7.1782, device='cuda:0') (tensor(15.9530, device='cuda:0')) | > loss_gen: 2.6597211360931396 (2.771638193795847) | > loss_kl: 1.2352064847946167 (1.4693459457205247) | > loss_feat: 6.874583721160889 (7.213632136352302) | > loss_mel: 21.941001892089844 (21.644320510154547) | > loss_duration: 2.1098551750183105 (2.1457263323687754) | > loss_1: 34.820369720458984 (35.24466326809667) | > grad_norm_1: tensor(175.0532, device='cuda:0') (tensor(179.7702, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3581 (0.34948146435641503) | > loader_time: 0.0038 (0.0035345110782357145)  --> TIME: 2024-06-10 15:48:54 -- STEP: 154/330 -- GLOBAL_STEP: 94425 | > loss_disc: 2.0614969730377197 (2.187625149627783) | > loss_disc_real_0: 0.11598005890846252 (0.11744447773346653) | > loss_disc_real_1: 0.2087184339761734 (0.20148511414791093) | > loss_disc_real_2: 0.2292516827583313 (0.21651866451486365) | > loss_disc_real_3: 0.22271649539470673 (0.21756821503112841) | > loss_disc_real_4: 0.21069757640361786 (0.20922165876859194) | > loss_disc_real_5: 0.1904357373714447 (0.21069028809086068) | > loss_0: 2.0614969730377197 (2.187625149627783) | > grad_norm_0: tensor(4.1225, device='cuda:0') (tensor(14.9666, device='cuda:0')) | > loss_gen: 3.1090829372406006 (2.7883445937912192) | > loss_kl: 1.3840006589889526 (1.4667198944401432) | > loss_feat: 8.72728157043457 (7.2747956622730605) | > loss_mel: 21.77619171142578 (21.64475812540426) | > loss_duration: 2.1344993114471436 (2.1452598115066417) | > loss_1: 37.13105392456055 (35.31987816946845) | > grad_norm_1: tensor(173.3441, device='cuda:0') (tensor(174.6768, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3644 (0.35176793476203816) | > loader_time: 0.0041 (0.003613824968214158)  --> TIME: 2024-06-10 15:49:04 -- STEP: 179/330 -- GLOBAL_STEP: 94450 | > loss_disc: 2.254404306411743 (2.178351775227976) | > loss_disc_real_0: 0.0988929346203804 (0.11754139208926835) | > loss_disc_real_1: 0.21624958515167236 (0.20273737068282832) | > loss_disc_real_2: 0.2595996856689453 (0.21713792378676003) | > loss_disc_real_3: 0.20677563548088074 (0.21786036121778649) | > loss_disc_real_4: 0.19591090083122253 (0.20929584789542513) | > loss_disc_real_5: 0.21135281026363373 (0.21005784974084887) | > loss_0: 2.254404306411743 (2.178351775227976) | > grad_norm_0: tensor(16.6038, device='cuda:0') (tensor(14.9111, device='cuda:0')) | > loss_gen: 2.548781156539917 (2.7997649595058163) | > loss_kl: 1.5429579019546509 (1.4610805644669347) | > loss_feat: 7.104639053344727 (7.311179169063462) | > loss_mel: 20.230056762695312 (21.641389164844703) | > loss_duration: 2.1624865531921387 (2.1486299350940974) | > loss_1: 33.58892059326172 (35.36204383892717) | > grad_norm_1: tensor(263.7956, device='cuda:0') (tensor(173.1287, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3702 (0.3555282627404069) | > loader_time: 0.005 (0.0037457556697909388)  --> TIME: 2024-06-10 15:49:13 -- STEP: 204/330 -- GLOBAL_STEP: 94475 | > loss_disc: 2.246372699737549 (2.1688896522802446) | > loss_disc_real_0: 0.12253636121749878 (0.11744300896922748) | > loss_disc_real_1: 0.2166762501001358 (0.20216761880061213) | > loss_disc_real_2: 0.19112733006477356 (0.21693107982476553) | > loss_disc_real_3: 0.20808665454387665 (0.2169414685637343) | > loss_disc_real_4: 0.21220147609710693 (0.20767521850910842) | > loss_disc_real_5: 0.20823442935943604 (0.2079500474912279) | > loss_0: 2.246372699737549 (2.1688896522802446) | > grad_norm_0: tensor(30.7015, device='cuda:0') (tensor(14.7920, device='cuda:0')) | > loss_gen: 2.621744155883789 (2.802740496747634) | > loss_kl: 1.4779034852981567 (1.4586094121138256) | > loss_feat: 7.115386009216309 (7.344239545803444) | > loss_mel: 20.99018096923828 (21.599943189059985) | > loss_duration: 2.125235080718994 (2.153603193222308) | > loss_1: 34.33045196533203 (35.359135852140525) | > grad_norm_1: tensor(184.2282, device='cuda:0') (tensor(178.7915, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.3997 (0.35888851507037295) | > loader_time: 0.0047 (0.0038616914375155576)  --> TIME: 2024-06-10 15:49:23 -- STEP: 229/330 -- GLOBAL_STEP: 94500 | > loss_disc: 2.0652623176574707 (2.1699752500484064) | > loss_disc_real_0: 0.09283626079559326 (0.11781059033095055) | > loss_disc_real_1: 0.14714540541172028 (0.20223665634357257) | > loss_disc_real_2: 0.19147729873657227 (0.21640234736636216) | > loss_disc_real_3: 0.2254827320575714 (0.21737146833057486) | > loss_disc_real_4: 0.206272155046463 (0.20728481583720212) | > loss_disc_real_5: 0.1945928931236267 (0.20783718672121457) | > loss_0: 2.0652623176574707 (2.1699752500484064) | > grad_norm_0: tensor(19.5591, device='cuda:0') (tensor(15.2866, device='cuda:0')) | > loss_gen: 2.9226107597351074 (2.7937003733289294) | > loss_kl: 1.4465895891189575 (1.4544181651944157) | > loss_feat: 7.845460414886475 (7.3301931468680435) | > loss_mel: 21.434968948364258 (21.55043681948466) | > loss_duration: 2.229458808898926 (2.1601773115224714) | > loss_1: 35.87908935546875 (35.28892582889206) | > grad_norm_1: tensor(83.4724, device='cuda:0') (tensor(177.4141, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.4028 (0.36307570195093947) | > loader_time: 0.0055 (0.003989893276097993) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_94500.pth  --> TIME: 2024-06-10 15:49:39 -- STEP: 254/330 -- GLOBAL_STEP: 94525 | > loss_disc: 2.237393379211426 (2.1731430184184077) | > loss_disc_real_0: 0.1279168576002121 (0.11811588557921057) | > loss_disc_real_1: 0.17176176607608795 (0.20309403966965645) | > loss_disc_real_2: 0.22758065164089203 (0.21619408741945356) | > loss_disc_real_3: 0.24971947073936462 (0.21801483208738912) | > loss_disc_real_4: 0.21672411262989044 (0.207343265296906) | > loss_disc_real_5: 0.22925253212451935 (0.20788101306346457) | > loss_0: 2.237393379211426 (2.1731430184184077) | > grad_norm_0: tensor(14.0258, device='cuda:0') (tensor(14.9643, device='cuda:0')) | > loss_gen: 2.7978248596191406 (2.7860520580622157) | > loss_kl: 1.5063217878341675 (1.4536085494859952) | > loss_feat: 7.4079132080078125 (7.328842461578489) | > loss_mel: 21.84418487548828 (21.51845283207931) | > loss_duration: 2.1833014488220215 (2.1652699244303966) | > loss_1: 35.73954391479492 (35.252225838308256) | > grad_norm_1: tensor(73.1799, device='cuda:0') (tensor(172.9921, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.4285 (0.3686692639598696) | > loader_time: 0.0054 (0.004143300018911287)  --> TIME: 2024-06-10 15:49:50 -- STEP: 279/330 -- GLOBAL_STEP: 94550 | > loss_disc: 2.421849250793457 (2.175698626853231) | > loss_disc_real_0: 0.11197357624769211 (0.11848741601551732) | > loss_disc_real_1: 0.23394477367401123 (0.20447631068127134) | > loss_disc_real_2: 0.22282464802265167 (0.2156036808606117) | > loss_disc_real_3: 0.2460407167673111 (0.21816448760502655) | > loss_disc_real_4: 0.23793603479862213 (0.20682906244604388) | > loss_disc_real_5: 0.21286311745643616 (0.20827251720813014) | > loss_0: 2.421849250793457 (2.175698626853231) | > grad_norm_0: tensor(11.7117, device='cuda:0') (tensor(14.6178, device='cuda:0')) | > loss_gen: 2.5760855674743652 (2.7818737337666173) | > loss_kl: 1.4577842950820923 (1.4536535257079695) | > loss_feat: 7.241298198699951 (7.340590950408717) | > loss_mel: 20.936485290527344 (21.470042109062167) | > loss_duration: 2.228909492492676 (2.172569883766995) | > loss_1: 34.44055938720703 (35.218730154003296) | > grad_norm_1: tensor(105.2567, device='cuda:0') (tensor(171.3246, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.4257 (0.3741968549707884) | > loader_time: 0.0053 (0.004293875027728339)  --> TIME: 2024-06-10 15:50:02 -- STEP: 304/330 -- GLOBAL_STEP: 94575 | > loss_disc: 2.2200047969818115 (2.1780339318670707) | > loss_disc_real_0: 0.15445157885551453 (0.11914611649454425) | > loss_disc_real_1: 0.18675239384174347 (0.2048636779287144) | > loss_disc_real_2: 0.26612985134124756 (0.21527251547300508) | > loss_disc_real_3: 0.19482597708702087 (0.21780082250111982) | > loss_disc_real_4: 0.2265031337738037 (0.2069878429664593) | > loss_disc_real_5: 0.2158471792936325 (0.2077199702984408) | > loss_0: 2.2200047969818115 (2.1780339318670707) | > grad_norm_0: tensor(37.0179, device='cuda:0') (tensor(15.1955, device='cuda:0')) | > loss_gen: 3.037449836730957 (2.77810289906828) | > loss_kl: 1.497688889503479 (1.4523167100391894) | > loss_feat: 8.638020515441895 (7.351552709152824) | > loss_mel: 21.244182586669922 (21.44041334327899) | > loss_duration: 2.292870283126831 (2.181764448551755) | > loss_1: 36.71021270751953 (35.20415008068085) | > grad_norm_1: tensor(270.6161, device='cuda:0') (tensor(176.4025, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.4684 (0.3814208468324259) | > loader_time: 0.0071 (0.004470716181554293)  --> TIME: 2024-06-10 15:50:29 -- STEP: 329/330 -- GLOBAL_STEP: 94600 | > loss_disc: 2.25478196144104 (2.177235505501187) | > loss_disc_real_0: 0.16269713640213013 (0.11979138869282685) | > loss_disc_real_1: 0.1591058373451233 (0.20450273436978236) | > loss_disc_real_2: 0.21018515527248383 (0.21480969509455214) | > loss_disc_real_3: 0.21344804763793945 (0.21743980475834437) | > loss_disc_real_4: 0.1567479968070984 (0.20637322455010515) | > loss_disc_real_5: 0.23114582896232605 (0.20724992549165766) | > loss_0: 2.25478196144104 (2.177235505501187) | > grad_norm_0: tensor(12.8602, device='cuda:0') (tensor(15.2368, device='cuda:0')) | > loss_gen: 3.0001988410949707 (2.781613016563346) | > loss_kl: 1.8428741693496704 (1.461590851693893) | > loss_feat: 12.490818977355957 (7.487503298147834) | > loss_mel: 21.69715118408203 (21.419059672254207) | > loss_duration: 2.3250744342803955 (2.1947481534401336) | > loss_1: 41.356117248535156 (35.34451498014224) | > grad_norm_1: tensor(78.7619, device='cuda:0') (tensor(177.4282, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 13.6278 (0.4347979007883276) | > loader_time: 0.0337 (0.0049368429328895255)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6491899490356445 (2.6491899490356445) | > loss_disc_real_0: 0.08358937501907349 (0.08358937501907349) | > loss_disc_real_1: 0.3305547535419464 (0.3305547535419464) | > loss_disc_real_2: 0.28725871443748474 (0.28725871443748474) | > loss_disc_real_3: 0.2975720167160034 (0.2975720167160034) | > loss_disc_real_4: 0.31341126561164856 (0.31341126561164856) | > loss_disc_real_5: 0.28489598631858826 (0.28489598631858826) | > loss_0: 2.6491899490356445 (2.6491899490356445) | > loss_gen: 2.3372228145599365 (2.3372228145599365) | > loss_kl: 1.1055065393447876 (1.1055065393447876) | > loss_feat: 4.282803058624268 (4.282803058624268) | > loss_mel: 18.35552406311035 (18.35552406311035) | > loss_duration: 2.787379026412964 (2.787379026412964) | > loss_1: 28.86843490600586 (28.86843490600586)  --> STEP: 1 | > loss_disc: 2.0289506912231445 (2.0289506912231445) | > loss_disc_real_0: 0.050447918474674225 (0.050447918474674225) | > loss_disc_real_1: 0.23822085559368134 (0.23822085559368134) | > loss_disc_real_2: 0.23697896301746368 (0.23697896301746368) | > loss_disc_real_3: 0.16844993829727173 (0.16844993829727173) | > loss_disc_real_4: 0.1631654053926468 (0.1631654053926468) | > loss_disc_real_5: 0.1522066593170166 (0.1522066593170166) | > loss_0: 2.0289506912231445 (2.0289506912231445) | > loss_gen: 2.4115045070648193 (2.4115045070648193) | > loss_kl: 1.893773078918457 (1.893773078918457) | > loss_feat: 5.809205532073975 (5.809205532073975) | > loss_mel: 20.61624526977539 (20.61624526977539) | > loss_duration: 2.30271577835083 (2.30271577835083) | > loss_1: 33.033443450927734 (33.033443450927734)  --> STEP: 2 | > loss_disc: 2.4555552005767822 (2.2422529458999634) | > loss_disc_real_0: 0.08378076553344727 (0.06711434200406075) | > loss_disc_real_1: 0.23857541382312775 (0.23839813470840454) | > loss_disc_real_2: 0.286885142326355 (0.26193205267190933) | > loss_disc_real_3: 0.34375110268592834 (0.25610052049160004) | > loss_disc_real_4: 0.3406391739845276 (0.2519022896885872) | > loss_disc_real_5: 0.3066519498825073 (0.22942930459976196) | > loss_0: 2.4555552005767822 (2.2422529458999634) | > loss_gen: 2.734551429748535 (2.5730279684066772) | > loss_kl: 2.008911371231079 (1.951342225074768) | > loss_feat: 4.532358169555664 (5.170781850814819) | > loss_mel: 22.40520668029785 (21.51072597503662) | > loss_duration: 2.396782875061035 (2.3497493267059326) | > loss_1: 34.07780838012695 (33.555625915527344)  --> STEP: 3 | > loss_disc: 2.266519784927368 (2.2503418922424316) | > loss_disc_real_0: 0.08613124489784241 (0.0734533096353213) | > loss_disc_real_1: 0.2710614800453186 (0.24928591648737589) | > loss_disc_real_2: 0.2620502710342407 (0.26197145879268646) | > loss_disc_real_3: 0.33909615874290466 (0.2837657332420349) | > loss_disc_real_4: 0.2828041613101959 (0.2622029135624568) | > loss_disc_real_5: 0.2571571469306946 (0.23867191871007284) | > loss_0: 2.266519784927368 (2.2503418922424316) | > loss_gen: 3.197537660598755 (2.7811978658040366) | > loss_kl: 1.7803183794021606 (1.8943342765172322) | > loss_feat: 7.19532585144043 (5.845629851023356) | > loss_mel: 21.6773624420166 (21.56627146402995) | > loss_duration: 2.1004951000213623 (2.2666645844777427) | > loss_1: 35.9510383605957 (34.35409673055013)  --> STEP: 4 | > loss_disc: 2.0218753814697266 (2.1932252645492554) | > loss_disc_real_0: 0.061466850340366364 (0.07045669481158257) | > loss_disc_real_1: 0.29472044110298157 (0.2606445476412773) | > loss_disc_real_2: 0.27289697527885437 (0.26470283791422844) | > loss_disc_real_3: 0.2672872245311737 (0.2796461060643196) | > loss_disc_real_4: 0.29672324657440186 (0.27083299681544304) | > loss_disc_real_5: 0.2822851836681366 (0.24957523494958878) | > loss_0: 2.0218753814697266 (2.1932252645492554) | > loss_gen: 3.410630226135254 (2.938555955886841) | > loss_kl: 1.6069750785827637 (1.8224944770336151) | > loss_feat: 7.349536895751953 (6.221606612205505) | > loss_mel: 22.69569206237793 (21.848626613616943) | > loss_duration: 2.273533344268799 (2.2683817744255066) | > loss_1: 37.336368560791016 (35.09966468811035)  --> STEP: 5 | > loss_disc: 2.303187131881714 (2.215217638015747) | > loss_disc_real_0: 0.05921530723571777 (0.06820841729640961) | > loss_disc_real_1: 0.34759247303009033 (0.27803413271903993) | > loss_disc_real_2: 0.2705494165420532 (0.2658721536397934) | > loss_disc_real_3: 0.26284873485565186 (0.27628663182258606) | > loss_disc_real_4: 0.21850697696208954 (0.26036779284477235) | > loss_disc_real_5: 0.2724612355232239 (0.2541524350643158) | > loss_0: 2.303187131881714 (2.215217638015747) | > loss_gen: 2.5267269611358643 (2.8561901569366457) | > loss_kl: 2.1077053546905518 (1.8795366525650024) | > loss_feat: 4.608246326446533 (5.898934555053711) | > loss_mel: 20.867881774902344 (21.652477645874022) | > loss_duration: 2.3587751388549805 (2.286460447311401) | > loss_1: 32.469337463378906 (34.57359924316406)  --> STEP: 6 | > loss_disc: 2.1707358360290527 (2.207804004351298) | > loss_disc_real_0: 0.12645867466926575 (0.07791679352521896) | > loss_disc_real_1: 0.24710848927497864 (0.27287985881169635) | > loss_disc_real_2: 0.23753945529460907 (0.2611500372489293) | > loss_disc_real_3: 0.29611825942993164 (0.279591903090477) | > loss_disc_real_4: 0.2881930470466614 (0.26500533521175385) | > loss_disc_real_5: 0.2665102779865265 (0.2562120755513509) | > loss_0: 2.1707358360290527 (2.207804004351298) | > loss_gen: 3.6584959030151367 (2.9899077812830606) | > loss_kl: 0.7318829894065857 (1.6882610420385997) | > loss_feat: 6.174009323120117 (5.944780349731445) | > loss_mel: 17.958911895751953 (21.03688335418701) | > loss_duration: 2.169867515563965 (2.267028292020162) | > loss_1: 30.69316864013672 (33.92686080932617)  --> STEP: 7 | > loss_disc: 2.486447811126709 (2.247610262462071) | > loss_disc_real_0: 0.11267460882663727 (0.08288219571113586) | > loss_disc_real_1: 0.22516298294067383 (0.26606316225869314) | > loss_disc_real_2: 0.29833778738975525 (0.26646257298333303) | > loss_disc_real_3: 0.3040839731693268 (0.2830907702445984) | > loss_disc_real_4: 0.2957455515861511 (0.2693967946938106) | > loss_disc_real_5: 0.30697503685951233 (0.26346392716680256) | > loss_0: 2.486447811126709 (2.247610262462071) | > loss_gen: 2.7894418239593506 (2.9612697873796736) | > loss_kl: 1.5547369718551636 (1.6691861748695374) | > loss_feat: 4.821011543273926 (5.784241948808942) | > loss_mel: 20.638431549072266 (20.97996166774205) | > loss_duration: 2.323869228363037 (2.27514842578343) | > loss_1: 32.12749099731445 (33.66980797903879)  --> STEP: 8 | > loss_disc: 2.483855724334717 (2.2771409451961517) | > loss_disc_real_0: 0.124935582280159 (0.08813886903226376) | > loss_disc_real_1: 0.3014201521873474 (0.27048278599977493) | > loss_disc_real_2: 0.3346494138240814 (0.2749859280884266) | > loss_disc_real_3: 0.40631359815597534 (0.2984936237335205) | > loss_disc_real_4: 0.25001367926597595 (0.26697390526533127) | > loss_disc_real_5: 0.29308173060417175 (0.2671661525964737) | > loss_0: 2.483855724334717 (2.2771409451961517) | > loss_gen: 3.1011064052581787 (2.9787493646144867) | > loss_kl: 2.0333681106567383 (1.7147089168429375) | > loss_feat: 7.389679431915283 (5.984921634197235) | > loss_mel: 21.009807586669922 (20.983692407608032) | > loss_duration: 2.195600986480713 (2.26520499587059) | > loss_1: 35.72956466674805 (33.92727756500244)  --> STEP: 9 | > loss_disc: 2.132657766342163 (2.26108725865682) | > loss_disc_real_0: 0.08912010490894318 (0.08824789524078369) | > loss_disc_real_1: 0.18705642223358154 (0.26121319002575344) | > loss_disc_real_2: 0.29110342264175415 (0.2767767608165741) | > loss_disc_real_3: 0.25734856724739075 (0.2939219507906172) | > loss_disc_real_4: 0.215087428689003 (0.2612087412012948) | > loss_disc_real_5: 0.24150443077087402 (0.26431485017140705) | > loss_0: 2.132657766342163 (2.26108725865682) | > loss_gen: 2.931879758834839 (2.9735416306389704) | > loss_kl: 1.6803494691848755 (1.7108912004364862) | > loss_feat: 8.15728759765625 (6.226295630137126) | > loss_mel: 22.001117706298828 (21.09673966301812) | > loss_duration: 2.1610069274902344 (2.2536274327172174) | > loss_1: 36.931640625 (34.261095682779946)  --> STEP: 10 | > loss_disc: 2.488992214202881 (2.2838777542114257) | > loss_disc_real_0: 0.05211936682462692 (0.08463504239916801) | > loss_disc_real_1: 0.21134571731090546 (0.25622644275426865) | > loss_disc_real_2: 0.3003685772418976 (0.27913594245910645) | > loss_disc_real_3: 0.2722238302230835 (0.29175213873386385) | > loss_disc_real_4: 0.21107733249664307 (0.2561956003308296) | > loss_disc_real_5: 0.32586634159088135 (0.27046999931335447) | > loss_0: 2.488992214202881 (2.2838777542114257) | > loss_gen: 2.7209901809692383 (2.9482864856719972) | > loss_kl: 1.424464225769043 (1.6822485029697418) | > loss_feat: 8.005446434020996 (6.404210710525513) | > loss_mel: 22.625802993774414 (21.24964599609375) | > loss_duration: 2.2672605514526367 (2.254990744590759) | > loss_1: 37.04396438598633 (34.53938255310059)  --> STEP: 11 | > loss_disc: 2.1954283714294434 (2.2758369012312456) | > loss_disc_real_0: 0.108713299036026 (0.08682397482070056) | > loss_disc_real_1: 0.2779613435268402 (0.25820234282450244) | > loss_disc_real_2: 0.37574759125709534 (0.28791881962256) | > loss_disc_real_3: 0.35476014018058777 (0.2974801388653842) | > loss_disc_real_4: 0.3173362910747528 (0.26175384494391357) | > loss_disc_real_5: 0.24047663807868958 (0.2677433301102031) | > loss_0: 2.1954283714294434 (2.2758369012312456) | > loss_gen: 4.000909805297852 (3.043979514728893) | > loss_kl: 1.581305742263794 (1.6730718883601101) | > loss_feat: 9.026724815368652 (6.642621083693071) | > loss_mel: 21.69738006591797 (21.290349093350496) | > loss_duration: 2.425821542739868 (2.270520817149769) | > loss_1: 38.73214340209961 (34.92054263028231)  --> STEP: 12 | > loss_disc: 2.1796324253082275 (2.267819861570994) | > loss_disc_real_0: 0.1046331524848938 (0.08830807295938332) | > loss_disc_real_1: 0.2636861801147461 (0.25865932926535606) | > loss_disc_real_2: 0.26272308826446533 (0.2858191753427188) | > loss_disc_real_3: 0.33639389276504517 (0.30072295169035596) | > loss_disc_real_4: 0.23502783477306366 (0.2595266774296761) | > loss_disc_real_5: 0.26534125208854675 (0.26754315694173175) | > loss_0: 2.1796324253082275 (2.267819861570994) | > loss_gen: 3.1011695861816406 (3.048745354016622) | > loss_kl: 1.7654519081115723 (1.6807702233393986) | > loss_feat: 6.757460594177246 (6.6521910429000854) | > loss_mel: 21.681171417236328 (21.322917620340984) | > loss_duration: 2.22719144821167 (2.2669100364049277) | > loss_1: 35.53244400024414 (34.971534411112465)  --> STEP: 13 | > loss_disc: 2.1526758670806885 (2.258962631225586) | > loss_disc_real_0: 0.07616328448057175 (0.08737385846101321) | > loss_disc_real_1: 0.35547778010368347 (0.2661069024067659) | > loss_disc_real_2: 0.3188611567020416 (0.2883608662165128) | > loss_disc_real_3: 0.27580732107162476 (0.2988063647196843) | > loss_disc_real_4: 0.21979676187038422 (0.25647053007896137) | > loss_disc_real_5: 0.20930583775043488 (0.26306336315778583) | > loss_0: 2.1526758670806885 (2.258962631225586) | > loss_gen: 3.3078718185424805 (3.0686781589801493) | > loss_kl: 1.4580668210983276 (1.6636391923977778) | > loss_feat: 6.974782943725586 (6.677005804502047) | > loss_mel: 23.562068939208984 (21.495160029484676) | > loss_duration: 2.1371021270751953 (2.256924812610333) | > loss_1: 37.43989562988281 (35.161408351017876)  --> STEP: 14 | > loss_disc: 2.1292800903320312 (2.249699592590332) | > loss_disc_real_0: 0.06624530255794525 (0.08586467589650836) | > loss_disc_real_1: 0.2610369324684143 (0.2657447616968836) | > loss_disc_real_2: 0.22046101093292236 (0.2835108765533992) | > loss_disc_real_3: 0.291454553604126 (0.2982812353542873) | > loss_disc_real_4: 0.23541618883609772 (0.25496664856161394) | > loss_disc_real_5: 0.2653406858444214 (0.2632260290639741) | > loss_0: 2.1292800903320312 (2.249699592590332) | > loss_gen: 2.8868308067321777 (3.0556890623910085) | > loss_kl: 1.597062349319458 (1.6588837036064692) | > loss_feat: 6.7904157638549805 (6.685106515884399) | > loss_mel: 23.960460662841797 (21.671252931867325) | > loss_duration: 2.36918306350708 (2.264943259102958) | > loss_1: 37.60395050048828 (35.33587564740862)  --> STEP: 15 | > loss_disc: 2.7710108757019043 (2.2844536781311033) | > loss_disc_real_0: 0.0910944864153862 (0.08621332993110022) | > loss_disc_real_1: 0.3584139943122864 (0.27192271053791045) | > loss_disc_real_2: 0.350016713142395 (0.2879445989926656) | > loss_disc_real_3: 0.38064953684806824 (0.30377245545387266) | > loss_disc_real_4: 0.34265217185020447 (0.26081235011418663) | > loss_disc_real_5: 0.3695054352283478 (0.2703113228082657) | > loss_0: 2.7710108757019043 (2.2844536781311033) | > loss_gen: 2.997868061065674 (3.0518343289693197) | > loss_kl: 2.027078151702881 (1.6834300001462301) | > loss_feat: 7.400429725646973 (6.732794729868571) | > loss_mel: 20.201675415039062 (21.57328109741211) | > loss_duration: 2.3119733333587646 (2.268078597386678) | > loss_1: 34.93902587890625 (35.30941899617513)  --> STEP: 16 | > loss_disc: 2.3067667484283447 (2.285848245024681) | > loss_disc_real_0: 0.05435650050640106 (0.08422227809205651) | > loss_disc_real_1: 0.3132598400115967 (0.27450628113001585) | > loss_disc_real_2: 0.3456873297691345 (0.2915535196661949) | > loss_disc_real_3: 0.28395798802375793 (0.3025340512394905) | > loss_disc_real_4: 0.1327267438173294 (0.25280699972063303) | > loss_disc_real_5: 0.11461880058050156 (0.26058054016903043) | > loss_0: 2.3067667484283447 (2.285848245024681) | > loss_gen: 2.6138410568237305 (3.0244597494602203) | > loss_kl: 0.778610110282898 (1.6268787570297718) | > loss_feat: 7.329263210296631 (6.770074009895325) | > loss_mel: 21.3087215423584 (21.556746125221252) | > loss_duration: 2.3530540466308594 (2.2733895629644394) | > loss_1: 34.38349151611328 (35.251548528671265)  --> STEP: 17 | > loss_disc: 2.28361177444458 (2.285716687931734) | > loss_disc_real_0: 0.11078274250030518 (0.08578465835136526) | > loss_disc_real_1: 0.3063054382801056 (0.2763768197859035) | > loss_disc_real_2: 0.2623278498649597 (0.2898343626190634) | > loss_disc_real_3: 0.2577552795410156 (0.29990000584546256) | > loss_disc_real_4: 0.21561086177825928 (0.25061899160637574) | > loss_disc_real_5: 0.28095710277557373 (0.2617791614988271) | > loss_0: 2.28361177444458 (2.285716687931734) | > loss_gen: 2.9674317836761475 (3.021105163237628) | > loss_kl: 1.6978695392608643 (1.6310546853963066) | > loss_feat: 5.998350620269775 (6.7246785163879395) | > loss_mel: 21.89950942993164 (21.576908672557156) | > loss_duration: 2.378467082977295 (2.279570593553431) | > loss_1: 34.941627502441406 (35.23331788006951)  --> STEP: 18 | > loss_disc: 2.1377522945404053 (2.277496443854438) | > loss_disc_real_0: 0.04803204908967018 (0.08368729117015998) | > loss_disc_real_1: 0.12626530230045319 (0.2680372910367118) | > loss_disc_real_2: 0.22151193022727966 (0.286038671930631) | > loss_disc_real_3: 0.25240185856819153 (0.29726121988561416) | > loss_disc_real_4: 0.1941339075565338 (0.24748093138138452) | > loss_disc_real_5: 0.23222558200359344 (0.26013729597131413) | > loss_0: 2.1377522945404053 (2.277496443854438) | > loss_gen: 2.4700427055358887 (2.990490582254198) | > loss_kl: 1.847395658493042 (1.6430736283461254) | > loss_feat: 8.210127830505371 (6.807203478283352) | > loss_mel: 24.99093246459961 (21.76657666100396) | > loss_duration: 2.1939353942871094 (2.27481308248308) | > loss_1: 39.712432861328125 (35.48215760125054)  --> STEP: 19 | > loss_disc: 2.943270683288574 (2.31253719329834) | > loss_disc_real_0: 0.1168297827243805 (0.08543163283090842) | > loss_disc_real_1: 0.38077226281166077 (0.2739707106038144) | > loss_disc_real_2: 0.43134137988090515 (0.2936861828753823) | > loss_disc_real_3: 0.6100665926933289 (0.31372466055970444) | > loss_disc_real_4: 0.3653131425380707 (0.25368262670542063) | > loss_disc_real_5: 0.3246630132198334 (0.26353338635281515) | > loss_0: 2.943270683288574 (2.31253719329834) | > loss_gen: 3.344716787338257 (3.0091340667323063) | > loss_kl: 1.6524077653884888 (1.643564898716776) | > loss_feat: 6.7289323806762695 (6.803083946830348) | > loss_mel: 22.576826095581055 (21.809221368086966) | > loss_duration: 2.360703229904175 (2.2793336165578744) | > loss_1: 36.6635856628418 (35.54433802554482)  --> STEP: 20 | > loss_disc: 1.958167552947998 (2.294818711280823) | > loss_disc_real_0: 0.08483123779296875 (0.08540161307901144) | > loss_disc_real_1: 0.24648259580135345 (0.27259630486369135) | > loss_disc_real_2: 0.24383747577667236 (0.2911937475204468) | > loss_disc_real_3: 0.2491997629404068 (0.31049841567873954) | > loss_disc_real_4: 0.24584485590457916 (0.25329073816537856) | > loss_disc_real_5: 0.22165489196777344 (0.261439461633563) | > loss_0: 1.958167552947998 (2.294818711280823) | > loss_gen: 3.0886566638946533 (3.0131101965904237) | > loss_kl: 1.4636917114257812 (1.6345712393522263) | > loss_feat: 7.477248668670654 (6.8367921829223635) | > loss_mel: 22.222915649414062 (21.82990608215332) | > loss_duration: 2.3821771144866943 (2.284475791454315) | > loss_1: 36.63468933105469 (35.598855590820314)  --> STEP: 21 | > loss_disc: 2.0448896884918213 (2.282917329243251) | > loss_disc_real_0: 0.03958303853869438 (0.0832197761961392) | > loss_disc_real_1: 0.22893975675106049 (0.27051742162023273) | > loss_disc_real_2: 0.30474337935447693 (0.29183896808397203) | > loss_disc_real_3: 0.20160116255283356 (0.30531283219655353) | > loss_disc_real_4: 0.19994710385799408 (0.25075056510312216) | > loss_disc_real_5: 0.18795987963676453 (0.2579404339194298) | > loss_0: 2.0448896884918213 (2.282917329243251) | > loss_gen: 2.7642931938171387 (3.001261767886934) | > loss_kl: 1.0069632530212402 (1.6046851447650365) | > loss_feat: 6.497392654418945 (6.8206303006126765) | > loss_mel: 19.317546844482422 (21.710269927978516) | > loss_duration: 2.181314468383789 (2.2795633474985757) | > loss_1: 31.76751136779785 (35.416410627819246)  --> STEP: 22 | > loss_disc: 2.151653528213501 (2.276950792832808) | > loss_disc_real_0: 0.05875791981816292 (0.08210787363350391) | > loss_disc_real_1: 0.33386024832725525 (0.27339664101600647) | > loss_disc_real_2: 0.27185821533203125 (0.2909307520497929) | > loss_disc_real_3: 0.29721930623054504 (0.30494494465264405) | > loss_disc_real_4: 0.2123161405324936 (0.24900354580445724) | > loss_disc_real_5: 0.21932503581047058 (0.2561851885508407) | > loss_0: 2.151653528213501 (2.276950792832808) | > loss_gen: 3.128336191177368 (3.007037878036499) | > loss_kl: 1.502119779586792 (1.6000230827114799) | > loss_feat: 7.315942764282227 (6.843144503506747) | > loss_mel: 20.913698196411133 (21.67406212199818) | > loss_duration: 2.174783706665039 (2.2748006365515967) | > loss_1: 35.034881591796875 (35.399068398909144)  --> STEP: 23 | > loss_disc: 2.4208881855010986 (2.283208940340125) | > loss_disc_real_0: 0.12787435948848724 (0.08409772084459015) | > loss_disc_real_1: 0.27911388874053955 (0.27364521700402966) | > loss_disc_real_2: 0.34505921602249146 (0.29328416352686676) | > loss_disc_real_3: 0.3697391152381897 (0.3077620825041895) | > loss_disc_real_4: 0.3262229561805725 (0.252360911472984) | > loss_disc_real_5: 0.33399707078933716 (0.25956831386555795) | > loss_0: 2.4208881855010986 (2.283208940340125) | > loss_gen: 3.296827793121338 (3.0196374395619268) | > loss_kl: 1.5046420097351074 (1.5958760795385942) | > loss_feat: 6.031677722930908 (6.807863339133885) | > loss_mel: 19.78289222717285 (21.591837343962297) | > loss_duration: 2.3268094062805176 (2.2770618874093755) | > loss_1: 32.942848205566406 (35.2922762165899)  --> STEP: 24 | > loss_disc: 2.2981138229370117 (2.2838299771149955) | > loss_disc_real_0: 0.10438194870948792 (0.08494289700562756) | > loss_disc_real_1: 0.33198288083076477 (0.27607595299681026) | > loss_disc_real_2: 0.23114986717700958 (0.29069523451228935) | > loss_disc_real_3: 0.39458221197128296 (0.3113795878986518) | > loss_disc_real_4: 0.3506682813167572 (0.2564570518831412) | > loss_disc_real_5: 0.35327672958374023 (0.26347283118714887) | > loss_0: 2.2981138229370117 (2.2838299771149955) | > loss_gen: 3.8855133056640625 (3.0557156006495156) | > loss_kl: 1.4022784233093262 (1.5878095105290413) | > loss_feat: 8.515548706054688 (6.879016896088918) | > loss_mel: 22.605663299560547 (21.634080092112224) | > loss_duration: 2.427046775817871 (2.2833112577597294) | > loss_1: 38.83605194091797 (35.4399335384369)  --> STEP: 25 | > loss_disc: 2.3900413513183594 (2.2880784320831298) | > loss_disc_real_0: 0.08130180835723877 (0.084797253459692) | > loss_disc_real_1: 0.35153257846832275 (0.2790942180156708) | > loss_disc_real_2: 0.32601457834243774 (0.2921080082654953) | > loss_disc_real_3: 0.31167706847190857 (0.31139148712158204) | > loss_disc_real_4: 0.27294671535491943 (0.2571166384220123) | > loss_disc_real_5: 0.23347677290439606 (0.2622729888558388) | > loss_0: 2.3900413513183594 (2.2880784320831298) | > loss_gen: 2.7082436084747314 (3.041816720962524) | > loss_kl: 1.6217457056045532 (1.5891669583320618) | > loss_feat: 6.669401168823242 (6.870632266998291) | > loss_mel: 21.148788452148438 (21.61466842651367) | > loss_duration: 2.372077703475952 (2.2868619155883785) | > loss_1: 34.52025604248047 (35.40314643859864)  --> STEP: 26 | > loss_disc: 2.6352803707122803 (2.301432352799636) | > loss_disc_real_0: 0.08724519610404968 (0.08489140509985961) | > loss_disc_real_1: 0.32993021607398987 (0.2810494487102215) | > loss_disc_real_2: 0.2594427466392517 (0.29085165204910135) | > loss_disc_real_3: 0.28187379240989685 (0.3102561911711326) | > loss_disc_real_4: 0.19637653231620789 (0.254780480494866) | > loss_disc_real_5: 0.3573808968067169 (0.2659309853154879) | > loss_0: 2.6352803707122803 (2.301432352799636) | > loss_gen: 2.3549959659576416 (3.015400538077721) | > loss_kl: 1.8511286973953247 (1.599242409834495) | > loss_feat: 6.004820823669434 (6.837331826870258) | > loss_mel: 14.442861557006836 (21.33882970076341) | > loss_duration: 2.3368992805480957 (2.2887864296252904) | > loss_1: 26.990705490112305 (35.07959101750301) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023819666642409102 (-2.2301307091346454e-05) | > avg_loss_disc: 2.301432352799636 (+0.21927867944423962) | > avg_loss_disc_real_0: 0.08489140509985961 (-0.02863754088488908) | > avg_loss_disc_real_1: 0.2810494487102215 (-0.004092140266528488) | > avg_loss_disc_real_2: 0.29085165204910135 (+0.060727958495800344) | > avg_loss_disc_real_3: 0.3102561911711326 (+0.0733544883819727) | > avg_loss_disc_real_4: 0.254780480494866 (+0.015367956975331692) | > avg_loss_disc_real_5: 0.2659309853154879 (-0.010437143823275152) | > avg_loss_0: 2.301432352799636 (+0.21927867944423962) | > avg_loss_gen: 3.015400538077721 (-0.22212618130904005) | > avg_loss_kl: 1.599242409834495 (+0.048966446748146764) | > avg_loss_feat: 6.837331826870258 (-0.4815486944638767) | > avg_loss_mel: 21.33882970076341 (-0.1311735740074731) | > avg_loss_duration: 2.2887864296252904 (+0.02590305988605124) | > avg_loss_1: 35.07959101750301 (-0.7599785878108065) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_94601.pth  > EPOCH: 20/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:50:45)   --> TIME: 2024-06-10 15:50:55 -- STEP: 24/330 -- GLOBAL_STEP: 94625 | > loss_disc: 2.0919189453125 (2.189585953950882) | > loss_disc_real_0: 0.10468442738056183 (0.11888698736826579) | > loss_disc_real_1: 0.20064137876033783 (0.2038476044933001) | > loss_disc_real_2: 0.18821869790554047 (0.21140452784796557) | > loss_disc_real_3: 0.20960533618927002 (0.20942541832725206) | > loss_disc_real_4: 0.19081196188926697 (0.19921224440137544) | > loss_disc_real_5: 0.19750642776489258 (0.214669036368529) | > loss_0: 2.0919189453125 (2.189585953950882) | > grad_norm_0: tensor(8.3803, device='cuda:0') (tensor(11.4582, device='cuda:0')) | > loss_gen: 2.841759443283081 (2.715021669864655) | > loss_kl: 1.5369716882705688 (1.4898096670707066) | > loss_feat: 7.3859148025512695 (6.85722017288208) | > loss_mel: 21.600690841674805 (21.683428446451824) | > loss_duration: 2.1405653953552246 (2.2540294031302133) | > loss_1: 35.50590133666992 (34.999509334564216) | > grad_norm_1: tensor(145.2929, device='cuda:0') (tensor(107.5164, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3432 (0.3387408455212911) | > loader_time: 0.003 (0.002913991610209147)  --> TIME: 2024-06-10 15:51:03 -- STEP: 49/330 -- GLOBAL_STEP: 94650 | > loss_disc: 2.0590929985046387 (2.174335654900997) | > loss_disc_real_0: 0.11661362648010254 (0.11943487899035823) | > loss_disc_real_1: 0.1877603530883789 (0.20132500222142863) | > loss_disc_real_2: 0.1941874921321869 (0.20812514789250433) | > loss_disc_real_3: 0.19176015257835388 (0.21434269450148757) | > loss_disc_real_4: 0.1546812504529953 (0.20505696352647276) | > loss_disc_real_5: 0.15708766877651215 (0.20864575736376703) | > loss_0: 2.0590929985046387 (2.174335654900997) | > grad_norm_0: tensor(7.2213, device='cuda:0') (tensor(13.4033, device='cuda:0')) | > loss_gen: 2.883312702178955 (2.7073487408307138) | > loss_kl: 1.59270179271698 (1.485816396012598) | > loss_feat: 7.345379829406738 (6.934543376066247) | > loss_mel: 21.414945602416992 (21.592098002531095) | > loss_duration: 2.0775136947631836 (2.1865140029362267) | > loss_1: 35.3138542175293 (34.90632053297393) | > grad_norm_1: tensor(108.8803, device='cuda:0') (tensor(142.8978, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3389 (0.3407251299644003) | > loader_time: 0.003 (0.003068456844407685)  --> TIME: 2024-06-10 15:51:12 -- STEP: 74/330 -- GLOBAL_STEP: 94675 | > loss_disc: 2.331692695617676 (2.1668898527686644) | > loss_disc_real_0: 0.1725732535123825 (0.11713424828406926) | > loss_disc_real_1: 0.20444324612617493 (0.20035609975457191) | > loss_disc_real_2: 0.19785034656524658 (0.21031724742135482) | > loss_disc_real_3: 0.22969068586826324 (0.21239757477431684) | > loss_disc_real_4: 0.2342025488615036 (0.2025432705476477) | > loss_disc_real_5: 0.207898810505867 (0.20471069740282521) | > loss_0: 2.331692695617676 (2.1668898527686644) | > grad_norm_0: tensor(28.1646, device='cuda:0') (tensor(14.7944, device='cuda:0')) | > loss_gen: 2.7675774097442627 (2.7531052280116723) | > loss_kl: 1.3801372051239014 (1.4981216901057475) | > loss_feat: 6.796206474304199 (7.090225619238776) | > loss_mel: 21.92760467529297 (21.672808466730892) | > loss_duration: 2.0371994972229004 (2.159951632087296) | > loss_1: 34.90872573852539 (35.17421273927431) | > grad_norm_1: tensor(105.0262, device='cuda:0') (tensor(158.2616, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3704 (0.34415041111611033) | > loader_time: 0.0039 (0.004430004068323084)  --> TIME: 2024-06-10 15:51:22 -- STEP: 99/330 -- GLOBAL_STEP: 94700 | > loss_disc: 2.0389604568481445 (2.173792288760945) | > loss_disc_real_0: 0.07828963547945023 (0.11548519563494307) | > loss_disc_real_1: 0.15072380006313324 (0.20103094019372053) | > loss_disc_real_2: 0.2587248384952545 (0.2141504734754562) | > loss_disc_real_3: 0.2227305918931961 (0.2136377367106351) | > loss_disc_real_4: 0.2192247211933136 (0.2036276673427736) | > loss_disc_real_5: 0.18854504823684692 (0.20438723506951573) | > loss_0: 2.0389604568481445 (2.173792288760945) | > grad_norm_0: tensor(43.9229, device='cuda:0') (tensor(16.1675, device='cuda:0')) | > loss_gen: 3.110351085662842 (2.7592519678250707) | > loss_kl: 1.2910313606262207 (1.4682784309290877) | > loss_feat: 7.722240924835205 (7.125188485540525) | > loss_mel: 21.290430068969727 (21.6357039827289) | > loss_duration: 2.1417646408081055 (2.150210982621318) | > loss_1: 35.55582046508789 (35.13863386289038) | > grad_norm_1: tensor(280.3749, device='cuda:0') (tensor(168.7639, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3625 (0.35011636127125134) | > loader_time: 0.0037 (0.004324262792413885)  --> TIME: 2024-06-10 15:51:31 -- STEP: 124/330 -- GLOBAL_STEP: 94725 | > loss_disc: 2.247356414794922 (2.175559090991174) | > loss_disc_real_0: 0.08272196352481842 (0.11761561288468299) | > loss_disc_real_1: 0.20638318359851837 (0.20126281684685138) | > loss_disc_real_2: 0.21145965158939362 (0.2136027941540364) | > loss_disc_real_3: 0.19014662504196167 (0.21331634060029062) | > loss_disc_real_4: 0.19334030151367188 (0.2034146436640332) | > loss_disc_real_5: 0.20173054933547974 (0.20442426216698462) | > loss_0: 2.247356414794922 (2.175559090991174) | > grad_norm_0: tensor(16.1988, device='cuda:0') (tensor(18.2584, device='cuda:0')) | > loss_gen: 2.471325397491455 (2.768207686562692) | > loss_kl: 1.4941380023956299 (1.4578022264665174) | > loss_feat: 7.162444114685059 (7.191183966975058) | > loss_mel: 21.785484313964844 (21.646477576225035) | > loss_duration: 2.1168267726898193 (2.146397313764019) | > loss_1: 35.030216217041016 (35.21006881037066) | > grad_norm_1: tensor(298.0041, device='cuda:0') (tensor(186.4295, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3774 (0.35555509982570527) | > loader_time: 0.0045 (0.004294037818908691)  --> TIME: 2024-06-10 15:51:41 -- STEP: 149/330 -- GLOBAL_STEP: 94750 | > loss_disc: 2.168966293334961 (2.181404431394283) | > loss_disc_real_0: 0.11469876021146774 (0.1173188341343963) | > loss_disc_real_1: 0.21905839443206787 (0.20216572989753429) | > loss_disc_real_2: 0.20582203567028046 (0.21463145955697002) | > loss_disc_real_3: 0.19567246735095978 (0.2143885012241018) | > loss_disc_real_4: 0.20559611916542053 (0.20432635846754046) | > loss_disc_real_5: 0.19655577838420868 (0.2039670013141312) | > loss_0: 2.168966293334961 (2.181404431394283) | > grad_norm_0: tensor(12.3089, device='cuda:0') (tensor(18.7954, device='cuda:0')) | > loss_gen: 2.786774158477783 (2.760112988068754) | > loss_kl: 1.421471357345581 (1.4618981556604371) | > loss_feat: 6.769023895263672 (7.16465840883703) | > loss_mel: 20.637874603271484 (21.59198517767375) | > loss_duration: 2.14754581451416 (2.1461858685384665) | > loss_1: 33.76268768310547 (35.12484066598367) | > grad_norm_1: tensor(126.3142, device='cuda:0') (tensor(193.9319, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3733 (0.3593963648648871) | > loader_time: 0.0047 (0.0043035065567733465)  --> TIME: 2024-06-10 15:51:51 -- STEP: 174/330 -- GLOBAL_STEP: 94775 | > loss_disc: 2.181342601776123 (2.180497516845835) | > loss_disc_real_0: 0.11897942423820496 (0.11799569800496101) | > loss_disc_real_1: 0.23928648233413696 (0.20318590999505987) | > loss_disc_real_2: 0.20389890670776367 (0.21410818817629212) | > loss_disc_real_3: 0.21665439009666443 (0.21430913924143233) | > loss_disc_real_4: 0.23447483777999878 (0.20429557643231305) | > loss_disc_real_5: 0.20838314294815063 (0.20374234791459708) | > loss_0: 2.181342601776123 (2.180497516845835) | > grad_norm_0: tensor(4.7620, device='cuda:0') (tensor(18.2339, device='cuda:0')) | > loss_gen: 2.7907495498657227 (2.755369642685199) | > loss_kl: 1.3492695093154907 (1.4586389496408658) | > loss_feat: 6.9430036544799805 (7.163743632963334) | > loss_mel: 22.06269645690918 (21.56708175834568) | > loss_duration: 2.2398109436035156 (2.1481639914128965) | > loss_1: 35.385528564453125 (35.092998033282406) | > grad_norm_1: tensor(184.0205, device='cuda:0') (tensor(196.6924, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3595 (0.36117606327451524) | > loader_time: 0.0042 (0.004296128777251848)  --> TIME: 2024-06-10 15:52:00 -- STEP: 199/330 -- GLOBAL_STEP: 94800 | > loss_disc: 2.352295160293579 (2.1789841598002746) | > loss_disc_real_0: 0.1336897909641266 (0.11840770124041256) | > loss_disc_real_1: 0.2080642431974411 (0.20363830894830837) | > loss_disc_real_2: 0.23240318894386292 (0.213393370859587) | > loss_disc_real_3: 0.23205631971359253 (0.21387148794516847) | > loss_disc_real_4: 0.21352289617061615 (0.20260221481173482) | > loss_disc_real_5: 0.22159135341644287 (0.20322168053095066) | > loss_0: 2.352295160293579 (2.1789841598002746) | > grad_norm_0: tensor(5.4429, device='cuda:0') (tensor(17.3998, device='cuda:0')) | > loss_gen: 2.4444031715393066 (2.750794989379805) | > loss_kl: 1.4752639532089233 (1.4587920814303297) | > loss_feat: 6.351742267608643 (7.183233294654731) | > loss_mel: 20.402795791625977 (21.548206703147695) | > loss_duration: 2.2412774562835693 (2.1532257657554283) | > loss_1: 32.91548156738281 (35.09425291703576) | > grad_norm_1: tensor(85.6811, device='cuda:0') (tensor(188.3870, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.3803 (0.3635042001254596) | > loader_time: 0.0046 (0.004326178200879889)  --> TIME: 2024-06-10 15:52:10 -- STEP: 224/330 -- GLOBAL_STEP: 94825 | > loss_disc: 2.3671817779541016 (2.1807236373424534) | > loss_disc_real_0: 0.12516823410987854 (0.11872588118006076) | > loss_disc_real_1: 0.18055346608161926 (0.20396836750608469) | > loss_disc_real_2: 0.20328350365161896 (0.21281035197898746) | > loss_disc_real_3: 0.26490169763565063 (0.21395048146535242) | > loss_disc_real_4: 0.27632415294647217 (0.2030887870184545) | > loss_disc_real_5: 0.2508213520050049 (0.20443150959908962) | > loss_0: 2.3671817779541016 (2.1807236373424534) | > grad_norm_0: tensor(13.4143, device='cuda:0') (tensor(17.0705, device='cuda:0')) | > loss_gen: 2.531919240951538 (2.7489003645522243) | > loss_kl: 1.5266505479812622 (1.4562141703707832) | > loss_feat: 6.823885917663574 (7.2050952315330505) | > loss_mel: 21.301578521728516 (21.491534726960317) | > loss_duration: 2.242459774017334 (2.157931620521206) | > loss_1: 34.426490783691406 (35.05967619589397) | > grad_norm_1: tensor(252.2357, device='cuda:0') (tensor(190.6649, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.4102 (0.36658835517508653) | > loader_time: 0.0047 (0.00437862745353154)  --> TIME: 2024-06-10 15:52:21 -- STEP: 249/330 -- GLOBAL_STEP: 94850 | > loss_disc: 2.097862720489502 (2.183660929461559) | > loss_disc_real_0: 0.08834124356508255 (0.11856915816724539) | > loss_disc_real_1: 0.22357580065727234 (0.20466930431175423) | > loss_disc_real_2: 0.20267288386821747 (0.2126430602796585) | > loss_disc_real_3: 0.20353932678699493 (0.214268764638039) | > loss_disc_real_4: 0.17944568395614624 (0.20315874439765172) | > loss_disc_real_5: 0.18929314613342285 (0.20435854415577578) | > loss_0: 2.097862720489502 (2.183660929461559) | > grad_norm_0: tensor(8.9505, device='cuda:0') (tensor(17.0519, device='cuda:0')) | > loss_gen: 2.665121555328369 (2.7412550267445503) | > loss_kl: 1.4371260404586792 (1.457114491118006) | > loss_feat: 7.4479265213012695 (7.20995461414138) | > loss_mel: 21.5512638092041 (21.467421458906916) | > loss_duration: 2.2209975719451904 (2.163877811776587) | > loss_1: 35.32243728637695 (35.03962348263905) | > grad_norm_1: tensor(86.3605, device='cuda:0') (tensor(185.2865, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.4137 (0.3714515980946492) | > loader_time: 0.0052 (0.004500999986886022)  --> TIME: 2024-06-10 15:52:32 -- STEP: 274/330 -- GLOBAL_STEP: 94875 | > loss_disc: 2.144940137863159 (2.1857906588672718) | > loss_disc_real_0: 0.12044258415699005 (0.11861223993945295) | > loss_disc_real_1: 0.17342185974121094 (0.204967441649115) | > loss_disc_real_2: 0.20558062195777893 (0.21271317212903584) | > loss_disc_real_3: 0.21522526443004608 (0.21457584425263163) | > loss_disc_real_4: 0.1787816435098648 (0.20294293562752486) | > loss_disc_real_5: 0.19578412175178528 (0.20445647830293126) | > loss_0: 2.144940137863159 (2.1857906588672718) | > grad_norm_0: tensor(22.1704, device='cuda:0') (tensor(16.9291, device='cuda:0')) | > loss_gen: 2.776577949523926 (2.7390630462743935) | > loss_kl: 1.3805421590805054 (1.4580439812075483) | > loss_feat: 7.5581488609313965 (7.230074297772707) | > loss_mel: 19.5718994140625 (21.455233128401485) | > loss_duration: 2.242765426635742 (2.170428426596371) | > loss_1: 33.529930114746094 (35.0528428919994) | > grad_norm_1: tensor(331.1771, device='cuda:0') (tensor(185.7462, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.4358 (0.37654715906964614) | > loader_time: 0.0059 (0.004645109176635743)  --> TIME: 2024-06-10 15:52:43 -- STEP: 299/330 -- GLOBAL_STEP: 94900 | > loss_disc: 2.2882156372070312 (2.1897563738966457) | > loss_disc_real_0: 0.13395369052886963 (0.11858529315943701) | > loss_disc_real_1: 0.21138158440589905 (0.20569425464972205) | > loss_disc_real_2: 0.2226206213235855 (0.21340192495580493) | > loss_disc_real_3: 0.21924947202205658 (0.21474080286097771) | > loss_disc_real_4: 0.1978355497121811 (0.2033757055334024) | > loss_disc_real_5: 0.2044973522424698 (0.204494590693493) | > loss_0: 2.2882156372070312 (2.1897563738966457) | > grad_norm_0: tensor(41.2086, device='cuda:0') (tensor(17.3811, device='cuda:0')) | > loss_gen: 2.681326389312744 (2.7343711805184157) | > loss_kl: 1.3877685070037842 (1.4565291544266763) | > loss_feat: 6.818295955657959 (7.233137964803638) | > loss_mel: 20.960115432739258 (21.428890438781536) | > loss_duration: 2.324112892150879 (2.1790482033056566) | > loss_1: 34.1716194152832 (35.03197694223463) | > grad_norm_1: tensor(150.1952, device='cuda:0') (tensor(190.1462, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.4889 (0.3830886955643976) | > loader_time: 0.007 (0.004804656657088162)  --> TIME: 2024-06-10 15:52:57 -- STEP: 324/330 -- GLOBAL_STEP: 94925 | > loss_disc: 2.0145986080169678 (2.19064681655095) | > loss_disc_real_0: 0.1015029028058052 (0.11917296866023983) | > loss_disc_real_1: 0.26724591851234436 (0.20610312259767527) | > loss_disc_real_2: 0.16900001466274261 (0.2126450285683443) | > loss_disc_real_3: 0.17357102036476135 (0.21443416481768648) | > loss_disc_real_4: 0.1912110596895218 (0.20316430928622495) | > loss_disc_real_5: 0.16091029345989227 (0.2040166057370327) | > loss_0: 2.0145986080169678 (2.19064681655095) | > grad_norm_0: tensor(6.6186, device='cuda:0') (tensor(17.1120, device='cuda:0')) | > loss_gen: 3.0421767234802246 (2.7325898519268748) | > loss_kl: 1.615382432937622 (1.4577104331534576) | > loss_feat: 11.085443496704102 (7.3112548413100065) | > loss_mel: 22.6521053314209 (21.407152599758582) | > loss_duration: 2.3763508796691895 (2.1919683122340556) | > loss_1: 40.77145767211914 (35.10067602440164) | > grad_norm_1: tensor(171.5175, device='cuda:0') (tensor(186.5753, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.5832 (0.39556723833084106) | > loader_time: 0.0088 (0.005040021590244622)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.284217596054077 (2.284217596054077) | > loss_disc_real_0: 0.0864015445113182 (0.0864015445113182) | > loss_disc_real_1: 0.19098727405071259 (0.19098727405071259) | > loss_disc_real_2: 0.26729193329811096 (0.26729193329811096) | > loss_disc_real_3: 0.2608760893344879 (0.2608760893344879) | > loss_disc_real_4: 0.18795928359031677 (0.18795928359031677) | > loss_disc_real_5: 0.22131721675395966 (0.22131721675395966) | > loss_0: 2.284217596054077 (2.284217596054077) | > loss_gen: 2.5222599506378174 (2.5222599506378174) | > loss_kl: 0.7497242093086243 (0.7497242093086243) | > loss_feat: 5.860356330871582 (5.860356330871582) | > loss_mel: 17.704954147338867 (17.704954147338867) | > loss_duration: 2.7887215614318848 (2.7887215614318848) | > loss_1: 29.62601661682129 (29.62601661682129)  --> STEP: 1 | > loss_disc: 1.9285744428634644 (1.9285744428634644) | > loss_disc_real_0: 0.08180461078882217 (0.08180461078882217) | > loss_disc_real_1: 0.1588924378156662 (0.1588924378156662) | > loss_disc_real_2: 0.15358784794807434 (0.15358784794807434) | > loss_disc_real_3: 0.19641436636447906 (0.19641436636447906) | > loss_disc_real_4: 0.11660311371088028 (0.11660311371088028) | > loss_disc_real_5: 0.2442518025636673 (0.2442518025636673) | > loss_0: 1.9285744428634644 (1.9285744428634644) | > loss_gen: 2.529025077819824 (2.529025077819824) | > loss_kl: 1.7919025421142578 (1.7919025421142578) | > loss_feat: 7.58644437789917 (7.58644437789917) | > loss_mel: 24.071809768676758 (24.071809768676758) | > loss_duration: 2.2959914207458496 (2.2959914207458496) | > loss_1: 38.27517318725586 (38.27517318725586)  --> STEP: 2 | > loss_disc: 2.8333892822265625 (2.3809818625450134) | > loss_disc_real_0: 0.06720763444900513 (0.07450612261891365) | > loss_disc_real_1: 0.16984431445598602 (0.1643683761358261) | > loss_disc_real_2: 0.32989808917045593 (0.24174296855926514) | > loss_disc_real_3: 0.3951203227043152 (0.2957673445343971) | > loss_disc_real_4: 0.39479073882102966 (0.25569692626595497) | > loss_disc_real_5: 0.43359193205833435 (0.3389218673110008) | > loss_0: 2.8333892822265625 (2.3809818625450134) | > loss_gen: 2.4391119480133057 (2.484068512916565) | > loss_kl: 1.266779899597168 (1.529341220855713) | > loss_feat: 5.411032199859619 (6.4987382888793945) | > loss_mel: 23.03900909423828 (23.55540943145752) | > loss_duration: 2.3907065391540527 (2.343348979949951) | > loss_1: 34.54663848876953 (36.410905838012695)  --> STEP: 3 | > loss_disc: 2.2548155784606934 (2.3389264345169067) | > loss_disc_real_0: 0.11396513134241104 (0.08765912552674611) | > loss_disc_real_1: 0.14038579165935516 (0.15637418131033579) | > loss_disc_real_2: 0.2353169322013855 (0.23960095643997192) | > loss_disc_real_3: 0.3199532628059387 (0.30382931729157764) | > loss_disc_real_4: 0.22645191848278046 (0.24594859033823013) | > loss_disc_real_5: 0.25956791639328003 (0.31247055033842724) | > loss_0: 2.2548155784606934 (2.3389264345169067) | > loss_gen: 2.658440113067627 (2.5421923796335855) | > loss_kl: 1.5134315490722656 (1.5240379969278972) | > loss_feat: 6.927151203155518 (6.6415425936381025) | > loss_mel: 23.06035041809082 (23.390389760335285) | > loss_duration: 2.1088476181030273 (2.26518185933431) | > loss_1: 36.26822280883789 (36.36334482828776)  --> STEP: 4 | > loss_disc: 2.022261619567871 (2.259760230779648) | > loss_disc_real_0: 0.08522947132587433 (0.08705171197652817) | > loss_disc_real_1: 0.2168290764093399 (0.17148790508508682) | > loss_disc_real_2: 0.22348827123641968 (0.23557278513908386) | > loss_disc_real_3: 0.1813877671957016 (0.27321892976760864) | > loss_disc_real_4: 0.15887179970741272 (0.22417939268052578) | > loss_disc_real_5: 0.20996449887752533 (0.28684403747320175) | > loss_0: 2.022261619567871 (2.259760230779648) | > loss_gen: 2.7512803077697754 (2.594464361667633) | > loss_kl: 1.5544755458831787 (1.5316473841667175) | > loss_feat: 7.2003984451293945 (6.781256556510925) | > loss_mel: 21.692655563354492 (22.965956211090088) | > loss_duration: 2.278634548187256 (2.2685450315475464) | > loss_1: 35.47744369506836 (36.14186954498291)  --> STEP: 5 | > loss_disc: 2.146968364715576 (2.2372018575668333) | > loss_disc_real_0: 0.12930910289287567 (0.09550319015979766) | > loss_disc_real_1: 0.21817724406719208 (0.18082577288150786) | > loss_disc_real_2: 0.09511895477771759 (0.2074820190668106) | > loss_disc_real_3: 0.20072296261787415 (0.25871973633766177) | > loss_disc_real_4: 0.21970303356647491 (0.2232841208577156) | > loss_disc_real_5: 0.2682155966758728 (0.283118349313736) | > loss_0: 2.146968364715576 (2.2372018575668333) | > loss_gen: 2.3992695808410645 (2.5554254055023193) | > loss_kl: 1.8441427946090698 (1.594146466255188) | > loss_feat: 5.744410037994385 (6.5738872528076175) | > loss_mel: 21.188135147094727 (22.610391998291014) | > loss_duration: 2.3521575927734375 (2.285267543792725) | > loss_1: 33.528114318847656 (35.61911849975586)  --> STEP: 6 | > loss_disc: 2.162951707839966 (2.2248268326123557) | > loss_disc_real_0: 0.06688037514686584 (0.0907327209909757) | > loss_disc_real_1: 0.14317649602890015 (0.17455089340607324) | > loss_disc_real_2: 0.19635874032974243 (0.20562813927729925) | > loss_disc_real_3: 0.2529602348804474 (0.25775981942812604) | > loss_disc_real_4: 0.2385987490415573 (0.22583655888835588) | > loss_disc_real_5: 0.2573848068714142 (0.278829425573349) | > loss_0: 2.162951707839966 (2.2248268326123557) | > loss_gen: 2.578883409500122 (2.5593350728352866) | > loss_kl: 1.263947606086731 (1.5391133228937786) | > loss_feat: 7.100465774536133 (6.66165033976237) | > loss_mel: 23.55522346496582 (22.767863909403484) | > loss_duration: 2.1384830474853516 (2.260803461074829) | > loss_1: 36.637001037597656 (35.78876558939616)  --> STEP: 7 | > loss_disc: 2.3150060176849365 (2.23770957333701) | > loss_disc_real_0: 0.06438931822776794 (0.08696937773908887) | > loss_disc_real_1: 0.19865761697292328 (0.1779947110584804) | > loss_disc_real_2: 0.24704773724079132 (0.21154522470065526) | > loss_disc_real_3: 0.23627783358097076 (0.25469096430710386) | > loss_disc_real_4: 0.23681816458702087 (0.22740535970245088) | > loss_disc_real_5: 0.29544010758399963 (0.2812023801462991) | > loss_0: 2.3150060176849365 (2.23770957333701) | > loss_gen: 2.4582605361938477 (2.5448958533150807) | > loss_kl: 2.0059282779693604 (1.6058011736188615) | > loss_feat: 4.830173969268799 (6.400010858263288) | > loss_mel: 21.12422752380371 (22.533058711460658) | > loss_duration: 2.366917610168457 (2.275962625231062) | > loss_1: 32.78550720214844 (35.3597286769322)  --> STEP: 8 | > loss_disc: 2.3008012771606445 (2.2455960363149643) | > loss_disc_real_0: 0.08733601123094559 (0.08701520692557096) | > loss_disc_real_1: 0.15302811563014984 (0.17487388662993908) | > loss_disc_real_2: 0.23063121736049652 (0.21393097378313541) | > loss_disc_real_3: 0.30921995639801025 (0.26150708831846714) | > loss_disc_real_4: 0.23861007392406464 (0.2288059489801526) | > loss_disc_real_5: 0.2924652695655823 (0.2826102413237095) | > loss_0: 2.3008012771606445 (2.2455960363149643) | > loss_gen: 2.661423683166504 (2.559461832046509) | > loss_kl: 2.140226364135742 (1.6726043224334717) | > loss_feat: 7.203411102294922 (6.500435888767242) | > loss_mel: 22.2589111328125 (22.49879026412964) | > loss_duration: 2.192783832550049 (2.265565276145935) | > loss_1: 36.456756591796875 (35.49685716629028)  --> STEP: 9 | > loss_disc: 2.145712375640869 (2.2344978517956204) | > loss_disc_real_0: 0.36192435026168823 (0.11756066729625066) | > loss_disc_real_1: 0.22638940811157227 (0.18059783346123165) | > loss_disc_real_2: 0.17246367037296295 (0.20932349562644958) | > loss_disc_real_3: 0.22818931937217712 (0.25780511399110156) | > loss_disc_real_4: 0.1644875556230545 (0.22165946082936394) | > loss_disc_real_5: 0.13778267800807953 (0.26651828984419507) | > loss_0: 2.145712375640869 (2.2344978517956204) | > loss_gen: 3.061232328414917 (2.6152141094207764) | > loss_kl: 1.5182723999023438 (1.655456331041124) | > loss_feat: 10.987390518188477 (6.99898640314738) | > loss_mel: 23.18258285522461 (22.574767218695747) | > loss_duration: 2.1048474311828613 (2.2477077378167047) | > loss_1: 40.85432815551758 (36.09213172064887)  --> STEP: 10 | > loss_disc: 2.518961191177368 (2.262944185733795) | > loss_disc_real_0: 0.08165387809276581 (0.11396998837590218) | > loss_disc_real_1: 0.19923244416713715 (0.1824612945318222) | > loss_disc_real_2: 0.27956244349479675 (0.2163473904132843) | > loss_disc_real_3: 0.278924822807312 (0.25991708487272264) | > loss_disc_real_4: 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(22.21125078201294) | > loss_duration: 2.1830220222473145 (2.2499250570933023) | > loss_1: 38.26228332519531 (35.87641461690267)  --> STEP: 13 | > loss_disc: 2.2354280948638916 (2.171639818411607) | > loss_disc_real_0: 0.08321176469326019 (0.1037837089254306) | > loss_disc_real_1: 0.20614728331565857 (0.18380853648369128) | > loss_disc_real_2: 0.29963549971580505 (0.21904247082196748) | > loss_disc_real_3: 0.3040447235107422 (0.25751499373179215) | > loss_disc_real_4: 0.2288201004266739 (0.2123305402123011) | > loss_disc_real_5: 0.25855132937431335 (0.2545906729423083) | > loss_0: 2.2354280948638916 (2.171639818411607) | > loss_gen: 2.8159561157226562 (2.6995168099036584) | > loss_kl: 1.8498446941375732 (1.6023077139487634) | > loss_feat: 6.186098098754883 (7.070080316983736) | > loss_mel: 20.622726440429688 (22.08905660189115) | > loss_duration: 2.1704440116882324 (2.2438111305236816) | > loss_1: 33.64506912231445 (35.7047726557805)  --> STEP: 14 | > loss_disc: 1.970630407333374 (2.1572820033345903) | > loss_disc_real_0: 0.1073092594742775 (0.10403553396463394) | > loss_disc_real_1: 0.15417486429214478 (0.18169184561286653) | > loss_disc_real_2: 0.22426564991474152 (0.21941555504287993) | > loss_disc_real_3: 0.1973593831062317 (0.253218164401395) | > loss_disc_real_4: 0.17102909088134766 (0.20938043668866158) | > loss_disc_real_5: 0.2836180031299591 (0.25666405366999767) | > loss_0: 1.970630407333374 (2.1572820033345903) | > loss_gen: 2.9470059871673584 (2.717194608279637) | > loss_kl: 2.025290012359619 (1.6325207352638245) | > loss_feat: 7.388799667358398 (7.092845984867641) | > loss_mel: 22.870471954345703 (22.144871984209335) | > loss_duration: 2.3510327339172363 (2.251469816480364) | > loss_1: 37.58259963989258 (35.83890315464565)  --> STEP: 15 | > loss_disc: 2.260697841644287 (2.1641763925552366) | > loss_disc_real_0: 0.16809818148612976 (0.10830637713273367) | > loss_disc_real_1: 0.1830253303050995 (0.18178074459234875) | > loss_disc_real_2: 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loss_disc_real_5: 0.24899348616600037 (0.2564450753852726) | > loss_0: 2.5208899974823 (2.1864709928631783) | > loss_gen: 2.596745491027832 (2.716305121779442) | > loss_kl: 1.6793501377105713 (1.664383389055729) | > loss_feat: 5.081912040710449 (7.030970931053162) | > loss_mel: 14.33152961730957 (21.654310941696167) | > loss_duration: 2.396071195602417 (2.262809455394745) | > loss_1: 26.085607528686523 (35.3287798166275)  --> STEP: 17 | > loss_disc: 2.3518857955932617 (2.1962012753767124) | > loss_disc_real_0: 0.1576199233531952 (0.11009599969667547) | > loss_disc_real_1: 0.2191123068332672 (0.18720672411077163) | > loss_disc_real_2: 0.2944706976413727 (0.22855234233772054) | > loss_disc_real_3: 0.29161110520362854 (0.2664519644835416) | > loss_disc_real_4: 0.28225868940353394 (0.21609236782087998) | > loss_disc_real_5: 0.3045029640197754 (0.2592720100108316) | > loss_0: 2.3518857955932617 (2.1962012753767124) | > loss_gen: 2.84623646736145 (2.7239481421077953) | > loss_kl: 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(2.265756713019477) | > loss_1: 37.68035888671875 (35.45654328664144)  --> STEP: 19 | > loss_disc: 2.186188220977783 (2.189670995662087) | > loss_disc_real_0: 0.08910419046878815 (0.10816311679388348) | > loss_disc_real_1: 0.26974955201148987 (0.19242756225560842) | > loss_disc_real_2: 0.25777652859687805 (0.228725749411081) | > loss_disc_real_3: 0.28530099987983704 (0.267782828525493) | > loss_disc_real_4: 0.15592840313911438 (0.21370743803287806) | > loss_disc_real_5: 0.19836248457431793 (0.25201396408833965) | > loss_0: 2.186188220977783 (2.189670995662087) | > loss_gen: 2.8059959411621094 (2.7439317954213998) | > loss_kl: 1.3565115928649902 (1.6447034446816695) | > loss_feat: 8.73527717590332 (7.155548421960128) | > loss_mel: 18.783891677856445 (21.567176316913805) | > loss_duration: 2.327080488204956 (2.2689842801345024) | > loss_1: 34.008758544921875 (35.38034408970883)  --> STEP: 20 | > loss_disc: 2.7818357944488525 (2.2192792356014253) | > loss_disc_real_0: 0.24791625142097473 (0.11515077352523803) | > loss_disc_real_1: 0.2170201987028122 (0.1936571940779686) | > loss_disc_real_2: 0.2725304067134857 (0.23091598227620125) | > loss_disc_real_3: 0.29606208205223083 (0.26919679120182993) | > loss_disc_real_4: 0.2473171204328537 (0.21538792215287686) | > loss_disc_real_5: 0.2877907156944275 (0.25380280166864405) | > loss_0: 2.7818357944488525 (2.2192792356014253) | > loss_gen: 2.210397958755493 (2.717255103588104) | > loss_kl: 1.577575445175171 (1.6413470447063445) | > loss_feat: 4.826366901397705 (7.039089345932007) | > loss_mel: 20.728271484375 (21.525231075286865) | > loss_duration: 2.3539648056030273 (2.2732333064079286) | > loss_1: 31.696575164794922 (35.196155643463136)  --> STEP: 21 | > loss_disc: 2.2778806686401367 (2.22206978003184) | > loss_disc_real_0: 0.12127238512039185 (0.11544227883929298) | > loss_disc_real_1: 0.2461954802274704 (0.19615901722794488) | > loss_disc_real_2: 0.3023946285247803 (0.2343197273356574) | > loss_disc_real_3: 0.23373672366142273 (0.2675082165570486) | > loss_disc_real_4: 0.17520812153816223 (0.21347459831408092) | > loss_disc_real_5: 0.1902417689561844 (0.25077608582519356) | > loss_0: 2.2778806686401367 (2.22206978003184) | > loss_gen: 2.6493313312530518 (2.714020638238816) | > loss_kl: 1.6297920942306519 (1.640796808969407) | > loss_feat: 6.92845344543457 (7.033820969717843) | > loss_mel: 19.991512298583984 (21.452196847824823) | > loss_duration: 2.159435749053955 (2.2678143751053583) | > loss_1: 33.35852813720703 (35.108649571736656)  --> STEP: 22 | > loss_disc: 1.5211248397827148 (2.1902086463841526) | > loss_disc_real_0: 0.05838070437312126 (0.11284857090901244) | > loss_disc_real_1: 0.14865067601203918 (0.19399954717267642) | > loss_disc_real_2: 0.10703893005847931 (0.22853423655033112) | > loss_disc_real_3: 0.18032097816467285 (0.26354516026648606) | > loss_disc_real_4: 0.1495252400636673 (0.21056780930269847) | > loss_disc_real_5: 0.13712738454341888 (0.24561023576693108) | > loss_0: 1.5211248397827148 (2.1902086463841526) | > loss_gen: 2.9701924324035645 (2.72566481070085) | > loss_kl: 1.6506179571151733 (1.6412432247942144) | > loss_feat: 9.008071899414062 (7.1235596483403985) | > loss_mel: 23.326311111450195 (21.537383859807793) | > loss_duration: 2.194589376449585 (2.2644859660755503) | > loss_1: 39.1497802734375 (35.29233733090487)  --> STEP: 23 | > loss_disc: 2.1949105262756348 (2.190413075944652) | > loss_disc_real_0: 0.10940592736005783 (0.11269889075471007) | > loss_disc_real_1: 0.15227675437927246 (0.192185512703398) | > loss_disc_real_2: 0.31292325258255005 (0.23220332420390585) | > loss_disc_real_3: 0.36868688464164734 (0.2681165395871452) | > loss_disc_real_4: 0.22952242195606232 (0.211391922896323) | > loss_disc_real_5: 0.22017870843410492 (0.244504517187243) | > loss_0: 2.1949105262756348 (2.190413075944652) | > loss_gen: 2.890371799468994 (2.7328259841255518) | > loss_kl: 1.7164925336837769 (1.6445149338763694) | > loss_feat: 7.08078145980835 (7.121699727099875) | > loss_mel: 20.248332977294922 (21.481338169263754) | > loss_duration: 2.3019466400146484 (2.2661146910294243) | > loss_1: 34.23792266845703 (35.24649321514627)  --> STEP: 24 | > loss_disc: 2.3758749961853027 (2.198140655954679) | > loss_disc_real_0: 0.1096203625202179 (0.11257061874493957) | > loss_disc_real_1: 0.22035042941570282 (0.19335905089974403) | > loss_disc_real_2: 0.20610378682613373 (0.23111584347983202) | > loss_disc_real_3: 0.3097711503505707 (0.2698521483689546) | > loss_disc_real_4: 0.2835187613964081 (0.21439720783382654) | > loss_disc_real_5: 0.2932502031326294 (0.24653558743496742) | > loss_0: 2.3758749961853027 (2.198140655954679) | > loss_gen: 2.8800220489501953 (2.7389591534932456) | > loss_kl: 1.5175836086273193 (1.6392261286576588) | > loss_feat: 5.860994815826416 (7.069170355796814) | > loss_mel: 20.022218704223633 (21.420541524887085) | > loss_duration: 2.4384608268737793 (2.273295780022939) | > loss_1: 32.71928024291992 (35.14119267463684)  --> STEP: 25 | > loss_disc: 1.7180054187774658 (2.1789352464675904) | > loss_disc_real_0: 0.10398709774017334 (0.11222727790474891) | > loss_disc_real_1: 0.21816426515579224 (0.19435125946998597) | > loss_disc_real_2: 0.17178700864315033 (0.22874269008636475) | > loss_disc_real_3: 0.21055389940738678 (0.26748021841049185) | > loss_disc_real_4: 0.18753330409526825 (0.21332265168428421) | > loss_disc_real_5: 0.18344388902187347 (0.24401191949844367) | > loss_0: 1.7180054187774658 (2.1789352464675904) | > loss_gen: 3.2653963565826416 (2.7600166416168213) | > loss_kl: 1.5882751941680908 (1.637188091278076) | > loss_feat: 8.671697616577148 (7.133271446228028) | > loss_mel: 19.587907791137695 (21.34723617553711) | > loss_duration: 2.3786871433258057 (2.277511434555054) | > loss_1: 35.491966247558594 (35.15522361755371)  --> STEP: 26 | > loss_disc: 2.2756288051605225 (2.1826542294942417) | > loss_disc_real_0: 0.2651246190071106 (0.11810794487022437) | > loss_disc_real_1: 0.18870429694652557 (0.19413406860369903) | > loss_disc_real_2: 0.12961876392364502 (0.2249302313877986) | > loss_disc_real_3: 0.546823263168335 (0.2782241816704089) | > loss_disc_real_4: 0.20858794450759888 (0.21314054756210402) | > loss_disc_real_5: 0.22879381477832794 (0.24342660777843922) | > loss_0: 2.2756288051605225 (2.1826542294942417) | > loss_gen: 3.3948707580566406 (2.7844341076337376) | > loss_kl: 1.7940701246261597 (1.6432220156376178) | > loss_feat: 14.825294494628906 (7.429118486551138) | > loss_mel: 24.90801429748535 (21.484189180227425) | > loss_duration: 2.397979497909546 (2.2821448216071496) | > loss_1: 47.320228576660156 (35.62310842367319) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023602705735426685 (-2.1696090698241754e-05) | > avg_loss_disc: 2.1826542294942417 (-0.11877812330539417) | > avg_loss_disc_real_0: 0.11810794487022437 (+0.03321653977036476) | > avg_loss_disc_real_1: 0.19413406860369903 (-0.0869153801065225) | > avg_loss_disc_real_2: 0.2249302313877986 (-0.06592142066130274) | > avg_loss_disc_real_3: 0.2782241816704089 (-0.03203200950072371) | > avg_loss_disc_real_4: 0.21314054756210402 (-0.041639932932762) | > avg_loss_disc_real_5: 0.24342660777843922 (-0.022504377537048703) | > avg_loss_0: 2.1826542294942417 (-0.11877812330539417) | > avg_loss_gen: 2.7844341076337376 (-0.23096643044398357) | > avg_loss_kl: 1.6432220156376178 (+0.04397960580312277) | > avg_loss_feat: 7.429118486551138 (+0.5917866596808796) | > avg_loss_mel: 21.484189180227425 (+0.14535947946401606) | > avg_loss_duration: 2.2821448216071496 (-0.006641608018140843) | > avg_loss_1: 35.62310842367319 (+0.5435174061701744)  > EPOCH: 21/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:53:19)   --> TIME: 2024-06-10 15:53:27 -- STEP: 19/330 -- GLOBAL_STEP: 94950 | > loss_disc: 2.443507194519043 (2.2542553826382288) | > loss_disc_real_0: 0.14848382771015167 (0.12453614802736986) | > loss_disc_real_1: 0.23704484105110168 (0.21083869667429672) | > loss_disc_real_2: 0.23594647645950317 (0.21544731055435382) | > loss_disc_real_3: 0.16757383942604065 (0.21468345899330943) | > loss_disc_real_4: 0.16421687602996826 (0.1848414606953922) | > loss_disc_real_5: 0.1536751091480255 (0.21354015171527863) | > loss_0: 2.443507194519043 (2.2542553826382288) | > grad_norm_0: tensor(17.5005, device='cuda:0') (tensor(13.9982, device='cuda:0')) | > loss_gen: 2.5897345542907715 (2.7666169718692175) | > loss_kl: 1.2110410928726196 (1.4965548138869436) | > loss_feat: 7.535418510437012 (6.884630931051154) | > loss_mel: 20.69858169555664 (21.311724311427067) | > loss_duration: 2.187995672225952 (2.271666501697741) | > loss_1: 34.22277069091797 (34.731193140933385) | > grad_norm_1: tensor(118.3002, device='cuda:0') (tensor(139.8311, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.3276 (0.3351033988751863) | > loader_time: 0.0034 (0.0030250925766794304)  --> TIME: 2024-06-10 15:53:35 -- STEP: 44/330 -- GLOBAL_STEP: 94975 | > loss_disc: 2.2253642082214355 (2.235200909051029) | > loss_disc_real_0: 0.10197245329618454 (0.11859391832893545) | > loss_disc_real_1: 0.16854949295520782 (0.20225681533867662) | > loss_disc_real_2: 0.19648601114749908 (0.21381260014393114) | > loss_disc_real_3: 0.20338378846645355 (0.22283817997032945) | > loss_disc_real_4: 0.20531968772411346 (0.2097247244620865) | > loss_disc_real_5: 0.21216191351413727 (0.21635005724701015) | > loss_0: 2.2253642082214355 (2.235200909051029) | > grad_norm_0: tensor(21.6565, device='cuda:0') (tensor(19.4199, device='cuda:0')) | > loss_gen: 2.6627206802368164 (2.7455583702434194) | > loss_kl: 1.323268175125122 (1.4674535935575312) | > loss_feat: 7.078700542449951 (6.953035831451416) | > loss_mel: 21.02412986755371 (21.347932208668105) | > loss_duration: 2.054959774017334 (2.1904502727768635) | > loss_1: 34.143775939941406 (34.70442971316251) | > grad_norm_1: tensor(185.2764, device='cuda:0') (tensor(205.2354, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.3593 (0.3380130746147849) | > loader_time: 0.0033 (0.0031032182953574443)  --> TIME: 2024-06-10 15:53:44 -- STEP: 69/330 -- GLOBAL_STEP: 95000 | > loss_disc: 2.0519471168518066 (2.2123803297678637) | > loss_disc_real_0: 0.17737829685211182 (0.1199214364523473) | > loss_disc_real_1: 0.14974072575569153 (0.20056905824205148) | > loss_disc_real_2: 0.17388105392456055 (0.21208729001059048) | > loss_disc_real_3: 0.20320042967796326 (0.22066326460976532) | > loss_disc_real_4: 0.2040759176015854 (0.21105150630076727) | > loss_disc_real_5: 0.22331850230693817 (0.21358623107274374) | > loss_0: 2.0519471168518066 (2.2123803297678637) | > grad_norm_0: tensor(34.5856, device='cuda:0') (tensor(22.6431, device='cuda:0')) | > loss_gen: 2.924715280532837 (2.746014446452044) | > loss_kl: 1.2574042081832886 (1.4617105601490408) | > loss_feat: 7.608219146728516 (7.019128661224808) | > loss_mel: 20.978317260742188 (21.348008860712465) | > loss_duration: 2.0501675605773926 (2.1613877821659697) | > loss_1: 34.818824768066406 (34.73625000663426) | > grad_norm_1: tensor(294.0818, device='cuda:0') (tensor(229.1145, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.3545 (0.3438999687415966) | > loader_time: 0.0037 (0.00328353522480398) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_95000.pth  --> TIME: 2024-06-10 15:53:58 -- STEP: 94/330 -- GLOBAL_STEP: 95025 | > loss_disc: 2.135228157043457 (2.1973458820200995) | > loss_disc_real_0: 0.0975894033908844 (0.11967010098568936) | > loss_disc_real_1: 0.2031758725643158 (0.20038588646244496) | > loss_disc_real_2: 0.18736618757247925 (0.21165862568515412) | > loss_disc_real_3: 0.2027948796749115 (0.21892029712808894) | > loss_disc_real_4: 0.18282823264598846 (0.20978430286049843) | > loss_disc_real_5: 0.18657752871513367 (0.21053492769281915) | > loss_0: 2.135228157043457 (2.1973458820200995) | > grad_norm_0: tensor(6.5354, device='cuda:0') (tensor(20.7069, device='cuda:0')) | > loss_gen: 2.8382019996643066 (2.7410212831294287) | > loss_kl: 1.4956698417663574 (1.4368753585409608) | > loss_feat: 7.783218860626221 (7.1155683081200785) | > loss_mel: 21.46495246887207 (21.397731131695693) | > loss_duration: 2.126220941543579 (2.148704462863029) | > loss_1: 35.7082633972168 (34.8399003617307) | > grad_norm_1: tensor(75.8166, device='cuda:0') (tensor(228.0148, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.36 (0.3481561173783972) | > loader_time: 0.0036 (0.0034193510704852163)  --> TIME: 2024-06-10 15:54:07 -- STEP: 119/330 -- GLOBAL_STEP: 95050 | > loss_disc: 2.3780112266540527 (2.1948174298310494) | > loss_disc_real_0: 0.13994204998016357 (0.12036471519650531) | > loss_disc_real_1: 0.25600048899650574 (0.2015812197903625) | > loss_disc_real_2: 0.2619601786136627 (0.21189301028972915) | > loss_disc_real_3: 0.24539761245250702 (0.21929714271501333) | > loss_disc_real_4: 0.21627794206142426 (0.2093245000774119) | > loss_disc_real_5: 0.2328878492116928 (0.21017893096979925) | > loss_0: 2.3780112266540527 (2.1948174298310494) | > grad_norm_0: tensor(7.0946, device='cuda:0') (tensor(18.0210, device='cuda:0')) | > loss_gen: 2.552398920059204 (2.743275369916644) | > loss_kl: 1.2980163097381592 (1.434266306772953) | > loss_feat: 6.805678367614746 (7.17233061990818) | > loss_mel: 21.159950256347656 (21.43970971948961) | > loss_duration: 2.0977907180786133 (2.1428542317462553) | > loss_1: 33.91383361816406 (34.9324360374643) | > grad_norm_1: tensor(64.5318, device='cuda:0') (tensor(200.1113, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.3677 (0.3518632500111556) | > loader_time: 0.0043 (0.0035578803855831885)  --> TIME: 2024-06-10 15:54:17 -- STEP: 144/330 -- GLOBAL_STEP: 95075 | > loss_disc: 2.1248998641967773 (2.198408581316473) | > loss_disc_real_0: 0.10953231900930405 (0.11995707447123197) | > loss_disc_real_1: 0.17328618466854095 (0.2014002019746436) | > loss_disc_real_2: 0.2749008536338806 (0.2126856365551551) | > loss_disc_real_3: 0.2120816856622696 (0.21961154757688442) | > loss_disc_real_4: 0.2333543747663498 (0.20907100191753775) | > loss_disc_real_5: 0.2173575609922409 (0.2097397185862064) | > loss_0: 2.1248998641967773 (2.198408581316473) | > grad_norm_0: tensor(15.4054, device='cuda:0') (tensor(16.6119, device='cuda:0')) | > loss_gen: 2.900954246520996 (2.727594034539328) | > loss_kl: 1.5633690357208252 (1.4301821324560373) | > loss_feat: 8.004284858703613 (7.164923555321163) | > loss_mel: 21.441957473754883 (21.419953041606487) | > loss_duration: 2.1034789085388184 (2.1433881703350277) | > loss_1: 36.014041900634766 (34.8860408200158) | > grad_norm_1: tensor(105.4890, device='cuda:0') (tensor(187.9243, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.3624 (0.35438518391715157) | > loader_time: 0.0042 (0.003644931647512648)  --> TIME: 2024-06-10 15:54:26 -- STEP: 169/330 -- GLOBAL_STEP: 95100 | > loss_disc: 2.06878662109375 (2.188279975095446) | > loss_disc_real_0: 0.05779624357819557 (0.11927380022653461) | > loss_disc_real_1: 0.21924595534801483 (0.20168986246430667) | > loss_disc_real_2: 0.2258499413728714 (0.21295463527448075) | > loss_disc_real_3: 0.19688616693019867 (0.21804315213268324) | > loss_disc_real_4: 0.1743064969778061 (0.20712645991137751) | > loss_disc_real_5: 0.17340953648090363 (0.20793199556819075) | > loss_0: 2.06878662109375 (2.188279975095446) | > grad_norm_0: tensor(22.8745, device='cuda:0') (tensor(16.8998, device='cuda:0')) | > loss_gen: 2.8438429832458496 (2.732905067635711) | > loss_kl: 1.4900158643722534 (1.4327507138957636) | > loss_feat: 7.759138107299805 (7.2068312774748495) | > loss_mel: 21.05159568786621 (21.419042417988983) | > loss_duration: 2.1718876361846924 (2.1447842262200347) | > loss_1: 35.31647872924805 (34.93631360657824) | > grad_norm_1: tensor(246.0544, device='cuda:0') (tensor(187.5923, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.3981 (0.3577794534920235) | > loader_time: 0.0046 (0.003719098469209389)  --> TIME: 2024-06-10 15:54:36 -- STEP: 194/330 -- GLOBAL_STEP: 95125 | > loss_disc: 2.0392508506774902 (2.1762165967951135) | > loss_disc_real_0: 0.09356595575809479 (0.11946020423213846) | > loss_disc_real_1: 0.17221878468990326 (0.20070235123953872) | > loss_disc_real_2: 0.22220753133296967 (0.2129208513141907) | > loss_disc_real_3: 0.18070723116397858 (0.21791385744035857) | > loss_disc_real_4: 0.18834395706653595 (0.20567857477929177) | > loss_disc_real_5: 0.159128338098526 (0.2068267962367264) | > loss_0: 2.0392508506774902 (2.1762165967951135) | > grad_norm_0: tensor(18.7397, device='cuda:0') (tensor(17.2008, device='cuda:0')) | > loss_gen: 2.669416666030884 (2.74793130835307) | > loss_kl: 1.3784571886062622 (1.4293748232507215) | > loss_feat: 7.65104866027832 (7.262107003595411) | > loss_mel: 22.347545623779297 (21.44101644299694) | > loss_duration: 2.1609225273132324 (2.1492489060175792) | > loss_1: 36.207393646240234 (35.02967844304352) | > grad_norm_1: tensor(316.6720, device='cuda:0') (tensor(194.5989, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.4059 (0.36124018910004907) | > loader_time: 0.0043 (0.003821220594583098)  --> TIME: 2024-06-10 15:54:46 -- STEP: 219/330 -- GLOBAL_STEP: 95150 | > loss_disc: 2.1653857231140137 (2.1799449185802526) | > loss_disc_real_0: 0.1289200633764267 (0.11963075676669269) | > loss_disc_real_1: 0.16703853011131287 (0.20048637538467914) | > loss_disc_real_2: 0.22772718966007233 (0.21283661393814432) | > loss_disc_real_3: 0.17049677670001984 (0.21744964731066194) | > loss_disc_real_4: 0.17078669369220734 (0.2056849582214334) | > loss_disc_real_5: 0.1478143185377121 (0.20707780279253168) | > loss_0: 2.1653857231140137 (2.1799449185802526) | > grad_norm_0: tensor(19.9490, device='cuda:0') (tensor(17.7330, device='cuda:0')) | > loss_gen: 2.614163875579834 (2.7410542377053875) | > loss_kl: 1.5813415050506592 (1.42662538513201) | > loss_feat: 7.389570236206055 (7.263622131521843) | > loss_mel: 20.94646453857422 (21.382389669548974) | > loss_duration: 2.2035512924194336 (2.1541819779295905) | > loss_1: 34.73509216308594 (34.9678733512147) | > grad_norm_1: tensor(175.6174, device='cuda:0') (tensor(200.0798, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.4015 (0.36468920642382463) | > loader_time: 0.0056 (0.003937936808964979)  --> TIME: 2024-06-10 15:54:56 -- STEP: 244/330 -- GLOBAL_STEP: 95175 | > loss_disc: 2.173142433166504 (2.1824511753731097) | > loss_disc_real_0: 0.11552174389362335 (0.11948786262178519) | > loss_disc_real_1: 0.25183606147766113 (0.2012751857276823) | > loss_disc_real_2: 0.2204817235469818 (0.21252821135472075) | > loss_disc_real_3: 0.23673896491527557 (0.21775131678727808) | > loss_disc_real_4: 0.2197059541940689 (0.20581915195970266) | > loss_disc_real_5: 0.24964803457260132 (0.20768329330155105) | > loss_0: 2.173142433166504 (2.1824511753731097) | > grad_norm_0: tensor(8.8903, device='cuda:0') (tensor(18.8157, device='cuda:0')) | > loss_gen: 2.9450273513793945 (2.743714868045244) | > loss_kl: 1.5307865142822266 (1.4255580662703904) | > loss_feat: 7.152414321899414 (7.272270974565725) | > loss_mel: 20.549549102783203 (21.361613359607635) | > loss_duration: 2.140401840209961 (2.160583864469998) | > loss_1: 34.31817626953125 (34.96374105234615) | > grad_norm_1: tensor(342.5260, device='cuda:0') (tensor(205.6364, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.4313 (0.36924334529970504) | > loader_time: 0.005 (0.004063346346870797)  --> TIME: 2024-06-10 15:55:07 -- STEP: 269/330 -- GLOBAL_STEP: 95200 | > loss_disc: 2.262721061706543 (2.178592625160644) | > loss_disc_real_0: 0.12486636638641357 (0.11777091592716461) | > loss_disc_real_1: 0.1834903508424759 (0.20132949654719204) | > loss_disc_real_2: 0.21704861521720886 (0.21189800397835695) | > loss_disc_real_3: 0.22467686235904694 (0.21721865768547838) | > loss_disc_real_4: 0.20394814014434814 (0.20451874895277522) | > loss_disc_real_5: 0.20865553617477417 (0.20742504985580654) | > loss_0: 2.262721061706543 (2.178592625160644) | > grad_norm_0: tensor(9.2412, device='cuda:0') (tensor(18.9773, device='cuda:0')) | > loss_gen: 2.7207107543945312 (2.7485919601412068) | > loss_kl: 1.3271533250808716 (1.425471792876942) | > loss_feat: 6.920685291290283 (7.31269671748562) | > loss_mel: 21.726028442382812 (21.349681747890312) | > loss_duration: 2.2587826251983643 (2.167058365938833) | > loss_1: 34.95336151123047 (35.00350045980574) | > grad_norm_1: tensor(259.9252, device='cuda:0') (tensor(205.9445, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.4404 (0.37469466379583977) | > loader_time: 0.0056 (0.004196326528783181)  --> TIME: 2024-06-10 15:55:19 -- STEP: 294/330 -- GLOBAL_STEP: 95225 | > loss_disc: 2.284428119659424 (2.18423365492399) | > loss_disc_real_0: 0.1395305097103119 (0.11843425057017479) | > loss_disc_real_1: 0.179473876953125 (0.20195806381248296) | > loss_disc_real_2: 0.24116064608097076 (0.21232471473160236) | > loss_disc_real_3: 0.19193096458911896 (0.21764164752497964) | > loss_disc_real_4: 0.19593335688114166 (0.20534575935833313) | > loss_disc_real_5: 0.19275768101215363 (0.20777159691059668) | > loss_0: 2.284428119659424 (2.18423365492399) | > grad_norm_0: tensor(12.8350, device='cuda:0') (tensor(19.7146, device='cuda:0')) | > loss_gen: 2.552030086517334 (2.744112137223588) | > loss_kl: 1.546822190284729 (1.4259132759100726) | > loss_feat: 7.44827938079834 (7.30663402064317) | > loss_mel: 20.59174346923828 (21.29740993344054) | > loss_duration: 2.309997081756592 (2.1753107349888814) | > loss_1: 34.44887161254883 (34.949379953397376) | > grad_norm_1: tensor(145.7885, device='cuda:0') (tensor(217.0135, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.4705 (0.3813150577804668) | > loader_time: 0.0061 (0.004342072675017273)  --> TIME: 2024-06-10 15:55:32 -- STEP: 319/330 -- GLOBAL_STEP: 95250 | > loss_disc: 2.2851741313934326 (2.185493825371362) | > loss_disc_real_0: 0.20805472135543823 (0.11925164018071557) | > loss_disc_real_1: 0.268320232629776 (0.2027289120941701) | > loss_disc_real_2: 0.21141129732131958 (0.21237095139430226) | > loss_disc_real_3: 0.2193078249692917 (0.21714884542559382) | > loss_disc_real_4: 0.1926703155040741 (0.2054291170172184) | > loss_disc_real_5: 0.2341536581516266 (0.20721448257238503) | > loss_0: 2.2851741313934326 (2.185493825371362) | > grad_norm_0: tensor(30.3360, device='cuda:0') (tensor(19.5016, device='cuda:0')) | > loss_gen: 2.587036609649658 (2.7436200197213867) | > loss_kl: 1.440185546875 (1.4276030822233725) | > loss_feat: 7.796017646789551 (7.343128865041703) | > loss_mel: 20.897912979125977 (21.267206831785582) | > loss_duration: 2.3553571701049805 (2.187750645192067) | > loss_1: 35.07651138305664 (34.969309289627304) | > grad_norm_1: tensor(197.0245, device='cuda:0') (tensor(218.4086, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.5459 (0.39154447507708784) | > loader_time: 0.0076 (0.004552308294840366)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2711920738220215 (2.2711920738220215) | > loss_disc_real_0: 0.060577861964702606 (0.060577861964702606) | > loss_disc_real_1: 0.26580750942230225 (0.26580750942230225) | > loss_disc_real_2: 0.21497033536434174 (0.21497033536434174) | > loss_disc_real_3: 0.28170886635780334 (0.28170886635780334) | > loss_disc_real_4: 0.12493781000375748 (0.12493781000375748) | > loss_disc_real_5: 0.28505074977874756 (0.28505074977874756) | > loss_0: 2.2711920738220215 (2.2711920738220215) | > loss_gen: 2.72029447555542 (2.72029447555542) | > loss_kl: 1.8180843591690063 (1.8180843591690063) | > loss_feat: 8.173852920532227 (8.173852920532227) | > loss_mel: 22.64887237548828 (22.64887237548828) | > loss_duration: 2.7445526123046875 (2.7445526123046875) | > loss_1: 38.105655670166016 (38.105655670166016)  --> STEP: 1 | > loss_disc: 2.2385048866271973 (2.2385048866271973) | > loss_disc_real_0: 0.055158521980047226 (0.055158521980047226) | > loss_disc_real_1: 0.18816423416137695 (0.18816423416137695) | > loss_disc_real_2: 0.3640978932380676 (0.3640978932380676) | > loss_disc_real_3: 0.29333949089050293 (0.29333949089050293) | > loss_disc_real_4: 0.22981081902980804 (0.22981081902980804) | > loss_disc_real_5: 0.3417070508003235 (0.3417070508003235) | > loss_0: 2.2385048866271973 (2.2385048866271973) | > loss_gen: 2.940239667892456 (2.940239667892456) | > loss_kl: 1.5489120483398438 (1.5489120483398438) | > loss_feat: 5.917768955230713 (5.917768955230713) | > loss_mel: 21.514728546142578 (21.514728546142578) | > loss_duration: 2.310441017150879 (2.310441017150879) | > loss_1: 34.23208999633789 (34.23208999633789)  --> STEP: 2 | > loss_disc: 2.482316017150879 (2.360410451889038) | > loss_disc_real_0: 0.14643770456314087 (0.10079811327159405) | > loss_disc_real_1: 0.29812130331993103 (0.243142768740654) | > loss_disc_real_2: 0.4279952049255371 (0.39604654908180237) | > loss_disc_real_3: 0.2887469232082367 (0.2910432070493698) | > loss_disc_real_4: 0.251546174287796 (0.24067849665880203) | > loss_disc_real_5: 0.3449014723300934 (0.34330426156520844) | > loss_0: 2.482316017150879 (2.360410451889038) | > loss_gen: 3.0723657608032227 (3.0063027143478394) | > loss_kl: 1.3434566259384155 (1.4461843371391296) | > loss_feat: 5.841139316558838 (5.879454135894775) | > loss_mel: 21.0520076751709 (21.28336811065674) | > loss_duration: 2.424013614654541 (2.36722731590271) | > loss_1: 33.73298263549805 (33.98253631591797)  --> STEP: 3 | > loss_disc: 2.45276141166687 (2.3911941051483154) | > loss_disc_real_0: 0.0643126368522644 (0.08863628779848416) | > loss_disc_real_1: 0.17713671922683716 (0.22114075223604837) | > loss_disc_real_2: 0.28190699219703674 (0.3580000301202138) | > loss_disc_real_3: 0.3543277382850647 (0.31213805079460144) | > loss_disc_real_4: 0.4427618980407715 (0.30803963045279187) | > loss_disc_real_5: 0.49556082487106323 (0.3940564493338267) | > loss_0: 2.45276141166687 (2.3911941051483154) | > loss_gen: 3.4369843006134033 (3.1498632431030273) | > loss_kl: 1.3917856216430664 (1.4280514319737752) | > loss_feat: 7.552070140838623 (6.436992804209392) | > loss_mel: 19.309133529663086 (20.625289916992188) | > loss_duration: 2.1726725101470947 (2.3023757139841714) | > loss_1: 33.862648010253906 (33.94257354736328)  --> STEP: 4 | > loss_disc: 2.116319417953491 (2.3224754333496094) | > loss_disc_real_0: 0.0641574114561081 (0.08251656871289015) | > loss_disc_real_1: 0.17001986503601074 (0.20836053043603897) | > loss_disc_real_2: 0.27123957872390747 (0.33630991727113724) | > loss_disc_real_3: 0.2474031299352646 (0.2959543205797672) | > loss_disc_real_4: 0.1524564027786255 (0.26914382353425026) | > loss_disc_real_5: 0.20196819305419922 (0.34603438526391983) | > loss_0: 2.116319417953491 (2.3224754333496094) | > loss_gen: 2.5632407665252686 (3.0032076239585876) | > loss_kl: 2.224224328994751 (1.6270946562290192) | > loss_feat: 7.940586566925049 (6.812891244888306) | > loss_mel: 20.47749900817871 (20.58834218978882) | > loss_duration: 2.286121129989624 (2.2983120679855347) | > loss_1: 35.49167251586914 (34.329848289489746)  --> STEP: 5 | > loss_disc: 2.3628997802734375 (2.330560302734375) | > loss_disc_real_0: 0.06969928741455078 (0.07995311245322227) | > loss_disc_real_1: 0.22309572994709015 (0.2113075703382492) | > loss_disc_real_2: 0.3796585202217102 (0.34497963786125185) | > loss_disc_real_3: 0.3116503953933716 (0.2990935355424881) | > loss_disc_real_4: 0.24104847013950348 (0.2635247528553009) | > loss_disc_real_5: 0.2512530982494354 (0.32707812786102297) | > loss_0: 2.3628997802734375 (2.330560302734375) | > loss_gen: 2.8025543689727783 (2.9630769729614257) | > loss_kl: 1.617356300354004 (1.6251469850540161) | > loss_feat: 5.520426273345947 (6.554398250579834) | > loss_mel: 21.567707061767578 (20.78421516418457) | > loss_duration: 2.375850200653076 (2.313819694519043) | > loss_1: 33.88389587402344 (34.240657806396484)  --> STEP: 6 | > loss_disc: 2.0931921005249023 (2.290998935699463) | > loss_disc_real_0: 0.1035596951842308 (0.08388754290839036) | > loss_disc_real_1: 0.20609889924526215 (0.21043945848941803) | > loss_disc_real_2: 0.2968250513076782 (0.33695387343565625) | > loss_disc_real_3: 0.22877132892608643 (0.2873731677730878) | > loss_disc_real_4: 0.20137660205364227 (0.25316672772169113) | > loss_disc_real_5: 0.36264562606811523 (0.33300604422887164) | > loss_0: 2.0931921005249023 (2.290998935699463) | > loss_gen: 3.367243766784668 (3.0304381052652993) | > loss_kl: 1.2446733713150024 (1.561734716097514) | > loss_feat: 7.760343074798584 (6.755389054616292) | > loss_mel: 22.832942962646484 (21.125669797261555) | > loss_duration: 2.198071002960205 (2.2945282459259033) | > loss_1: 37.40327453613281 (34.767760594685875)  --> STEP: 7 | > loss_disc: 2.2786717414855957 (2.289237907954625) | > loss_disc_real_0: 0.09677587449550629 (0.08572873313512121) | > loss_disc_real_1: 0.28221437335014343 (0.22069301775523595) | > loss_disc_real_2: 0.28103652596473694 (0.3289656809398106) | > loss_disc_real_3: 0.2832474708557129 (0.28678378249917713) | > loss_disc_real_4: 0.2477138787508011 (0.25238774929727825) | > loss_disc_real_5: 0.29707765579223633 (0.3278734173093523) | > loss_0: 2.2786717414855957 (2.289237907954625) | > loss_gen: 3.140143394470215 (3.04611028943743) | > loss_kl: 1.7523127794265747 (1.588960153715951) | > loss_feat: 6.501863956451416 (6.719171183449881) | > loss_mel: 19.43833351135254 (20.88462175641741) | > loss_duration: 2.3866395950317383 (2.3076870100838796) | > loss_1: 33.21929168701172 (34.54655075073242)  --> STEP: 8 | > loss_disc: 1.724684238433838 (2.2186686992645264) | > loss_disc_real_0: 0.05332008749246597 (0.0816776524297893) | > loss_disc_real_1: 0.1217435821890831 (0.20832433830946684) | > loss_disc_real_2: 0.18996691703796387 (0.3115908354520798) | > loss_disc_real_3: 0.10963860899209976 (0.26464063581079245) | > loss_disc_real_4: 0.07762635499238968 (0.2305425750091672) | > loss_disc_real_5: 0.11011754721403122 (0.3006539335474372) | > loss_0: 1.724684238433838 (2.2186686992645264) | > loss_gen: 2.677455186843872 (3.0000284016132355) | > loss_kl: 1.2714217901229858 (1.5492678582668304) | > loss_feat: 10.18813705444336 (7.152791917324066) | > loss_mel: 23.243473052978516 (21.17947816848755) | > loss_duration: 2.181765556335449 (2.291946828365326) | > loss_1: 39.562255859375 (35.173513889312744)  --> STEP: 9 | > loss_disc: 2.3044323921203613 (2.2281979984707303) | > loss_disc_real_0: 0.11472545564174652 (0.08534963056445122) | > loss_disc_real_1: 0.18867957592010498 (0.20614158693287107) | > loss_disc_real_2: 0.4820265769958496 (0.3305281400680542) | > loss_disc_real_3: 0.2815186679363251 (0.2665159727136294) | > loss_disc_real_4: 0.22737711668014526 (0.23019085741705364) | > loss_disc_real_5: 0.3647277355194092 (0.3077732448776563) | > loss_0: 2.3044323921203613 (2.2281979984707303) | > loss_gen: 3.2283642292022705 (3.0253990491231284) | > loss_kl: 1.8059008121490479 (1.5777826309204102) | > loss_feat: 8.856831550598145 (7.342129654354519) | > loss_mel: 22.92506217956543 (21.3734319474962) | > loss_duration: 2.1509809494018555 (2.27628395292494) | > loss_1: 38.967140197753906 (35.595027923583984)  --> STEP: 10 | > loss_disc: 2.2768454551696777 (2.233062744140625) | > loss_disc_real_0: 0.09023614227771759 (0.08583828173577786) | > loss_disc_real_1: 0.2747076749801636 (0.21299819573760032) | > loss_disc_real_2: 0.32701021432876587 (0.3301763474941254) | > loss_disc_real_3: 0.30745553970336914 (0.27060992941260337) | > loss_disc_real_4: 0.2360910028219223 (0.23078087195754052) | > loss_disc_real_5: 0.3314642310142517 (0.31014234349131586) | > loss_0: 2.2768454551696777 (2.233062744140625) | > loss_gen: 3.2135324478149414 (3.0442123889923094) | > loss_kl: 1.2591822147369385 (1.545922589302063) | > loss_feat: 6.9258646965026855 (7.300503158569336) | > loss_mel: 18.774015426635742 (21.113490295410156) | > loss_duration: 2.25583553314209 (2.274239110946655) | > loss_1: 32.42843246459961 (35.278368377685545)  --> STEP: 11 | > loss_disc: 2.2436318397521973 (2.2340235710144043) | > loss_disc_real_0: 0.12273014336824417 (0.08919208733872934) | > loss_disc_real_1: 0.21023431420326233 (0.21274693377993323) | > loss_disc_real_2: 0.27540498971939087 (0.3251971331509677) | > loss_disc_real_3: 0.2823263108730316 (0.271675054999915) | > loss_disc_real_4: 0.28011399507522583 (0.23526570133187555) | > loss_disc_real_5: 0.377704918384552 (0.3162843957543373) | > loss_0: 2.2436318397521973 (2.2340235710144043) | > loss_gen: 2.980396032333374 (3.0384109020233154) | > loss_kl: 1.731959342956543 (1.5628350214524702) | > loss_feat: 6.408309459686279 (7.219394640489058) | > loss_mel: 19.83294677734375 (20.99707724831321) | > loss_duration: 2.3977763652801514 (2.2854697704315186) | > loss_1: 33.35138702392578 (35.10318825461648)  --> STEP: 12 | > loss_disc: 1.810021996498108 (2.1986901064713797) | > loss_disc_real_0: 0.0954342931509018 (0.08971227115641038) | > loss_disc_real_1: 0.1913776397705078 (0.21096615927914777) | > loss_disc_real_2: 0.307919979095459 (0.32375737031300866) | > loss_disc_real_3: 0.2007811814546585 (0.26576723220447696) | > loss_disc_real_4: 0.14328622817993164 (0.22760074523588023) | > loss_disc_real_5: 0.22109058499336243 (0.30835157819092274) | > loss_0: 1.810021996498108 (2.1986901064713797) | > loss_gen: 3.3011035919189453 (3.060301959514618) | > loss_kl: 1.010587215423584 (1.516814370950063) | > loss_feat: 7.961872577667236 (7.281267801920573) | > loss_mel: 22.82172203063965 (21.149130980173748) | > loss_duration: 2.1996254920959473 (2.278316080570221) | > loss_1: 37.2949104309082 (35.28583176930746)  --> STEP: 13 | > loss_disc: 1.9069451093673706 (2.176248183617225) | > loss_disc_real_0: 0.0714646428823471 (0.0883086074430209) | > loss_disc_real_1: 0.1114259660243988 (0.20330922133647478) | > loss_disc_real_2: 0.3251788020133972 (0.3238667112130385) | > loss_disc_real_3: 0.219386488199234 (0.2621994826656121) | > loss_disc_real_4: 0.17075835168361664 (0.22322825342416763) | > loss_disc_real_5: 0.27207186818122864 (0.3055608312671001) | > loss_0: 1.9069451093673706 (2.176248183617225) | > loss_gen: 3.119170665740967 (3.064830321532029) | > loss_kl: 1.4599202871322632 (1.5124379029640784) | > loss_feat: 7.929646015167236 (7.331143049093393) | > loss_mel: 19.683544158935547 (21.036393532386192) | > loss_duration: 2.0859885215759277 (2.2635216529552755) | > loss_1: 34.27826690673828 (35.20832677987906)  --> STEP: 14 | > loss_disc: 2.0810296535491943 (2.1694468600409373) | > loss_disc_real_0: 0.09446502476930618 (0.08874835153775555) | > loss_disc_real_1: 0.20494648814201355 (0.20342616896544183) | > loss_disc_real_2: 0.31311532855033875 (0.32309875530855997) | > loss_disc_real_3: 0.29161256551742554 (0.26430041715502733) | > loss_disc_real_4: 0.2800102233886719 (0.2272841084216322) | > loss_disc_real_5: 0.3723222017288208 (0.31032950058579445) | > loss_0: 2.0810296535491943 (2.1694468600409373) | > loss_gen: 3.579782009124756 (3.1016125849315097) | > loss_kl: 1.8228275775909424 (1.5346085940088545) | > loss_feat: 7.535494804382324 (7.3457396030426025) | > loss_mel: 23.06902313232422 (21.181581360953196) | > loss_duration: 2.3442749977111816 (2.269289749009269) | > loss_1: 38.351402282714844 (35.43283217293875)  --> STEP: 15 | > loss_disc: 2.704434633255005 (2.2051127115885416) | > loss_disc_real_0: 0.11599700152873993 (0.09056492820382119) | > loss_disc_real_1: 0.22256684303283691 (0.20470221390326818) | > loss_disc_real_2: 0.3865504562854767 (0.3273288687070211) | > loss_disc_real_3: 0.3360768258571625 (0.269085511068503) | > loss_disc_real_4: 0.3851388990879059 (0.23780776113271712) | > loss_disc_real_5: 0.5677024722099304 (0.3274876986940702) | > loss_0: 2.704434633255005 (2.2051127115885416) | > loss_gen: 3.034417152404785 (3.0971328894297283) | > loss_kl: 1.6922659873962402 (1.545119086901347) | > loss_feat: 6.28570032119751 (7.275070317586263) | > loss_mel: 21.01224708557129 (21.17029240926107) | > loss_duration: 2.3331592082977295 (2.273547712961833) | > loss_1: 34.357791900634766 (35.36116282145182)  --> STEP: 16 | > loss_disc: 2.7616066932678223 (2.2398935854434967) | > loss_disc_real_0: 0.05954214185476303 (0.08862600405700505) | > loss_disc_real_1: 0.3316155672073364 (0.21263429848477244) | > loss_disc_real_2: 0.45324012637138367 (0.33519832231104374) | > loss_disc_real_3: 0.2906153202056885 (0.2704311241395771) | > loss_disc_real_4: 0.21470840275287628 (0.23636405123397708) | > loss_disc_real_5: 0.2835807800292969 (0.32474351627752185) | > loss_0: 2.7616066932678223 (2.2398935854434967) | > loss_gen: 2.431668281555176 (3.0555413514375687) | > loss_kl: 1.1835448741912842 (1.522520698606968) | > loss_feat: 7.411449432373047 (7.283594012260437) | > loss_mel: 21.007190704345703 (21.160098552703857) | > loss_duration: 2.362983226776123 (2.279137432575226) | > loss_1: 34.39683532714844 (35.30089235305786)  --> STEP: 17 | > loss_disc: 2.42305326461792 (2.2506676842184627) | > loss_disc_real_0: 0.08812649548053741 (0.08859662119956578) | > loss_disc_real_1: 0.27914437651634216 (0.21654665601604126) | > loss_disc_real_2: 0.33641695976257324 (0.3352700068670161) | > loss_disc_real_3: 0.3758769929409027 (0.27663382230436095) | > loss_disc_real_4: 0.25821465253829956 (0.23764938072246664) | > loss_disc_real_5: 0.3977268934249878 (0.3290366561097257) | > loss_0: 2.42305326461792 (2.2506676842184627) | > loss_gen: 3.2519381046295166 (3.0670941016253304) | > loss_kl: 1.8845781087875366 (1.543818193323472) | > loss_feat: 5.891116142272949 (7.201683549319997) | > loss_mel: 18.813932418823242 (21.022088780122644) | > loss_duration: 2.39479398727417 (2.2859407593222225) | > loss_1: 32.236358642578125 (35.12062566420611)  --> STEP: 18 | > loss_disc: 2.2074313163757324 (2.2482656637827554) | > loss_disc_real_0: 0.09303317219018936 (0.08884309625460042) | > loss_disc_real_1: 0.19321179389953613 (0.2152502747873465) | > loss_disc_real_2: 0.31858572363853455 (0.3343431022432115) | > loss_disc_real_3: 0.26083120703697205 (0.27575589923395044) | > loss_disc_real_4: 0.17604883015155792 (0.2342271279129717) | > loss_disc_real_5: 0.37187960743904114 (0.3314168200724655) | > loss_0: 2.2074313163757324 (2.2482656637827554) | > loss_gen: 3.322657823562622 (3.081292086177402) | > loss_kl: 1.3433992862701416 (1.5326838095982869) | > loss_feat: 9.113296508789062 (7.307884269290501) | > loss_mel: 21.777019500732422 (21.064029375712078) | > loss_duration: 2.184384346008301 (2.280298736360338) | > loss_1: 37.74075698852539 (35.26618851555718)  --> STEP: 19 | > loss_disc: 2.002977132797241 (2.2353557410993075) | > loss_disc_real_0: 0.09326167404651642 (0.08907565298049074) | > loss_disc_real_1: 0.2052464336156845 (0.21472375683094325) | > loss_disc_real_2: 0.25754833221435547 (0.3303012722416928) | > loss_disc_real_3: 0.25515204668045044 (0.27467148594166096) | > loss_disc_real_4: 0.21909154951572418 (0.23343051852364288) | > loss_disc_real_5: 0.2860904037952423 (0.3290312192157695) | > loss_0: 2.002977132797241 (2.2353557410993075) | > loss_gen: 3.0721635818481445 (3.0808116385811255) | > loss_kl: 1.5116713047027588 (1.531577888287996) | > loss_feat: 7.805844783782959 (7.334092717421682) | > loss_mel: 19.970035552978516 (21.006450753462943) | > loss_duration: 2.346592664718628 (2.2837878904844584) | > loss_1: 34.70630645751953 (35.23672103881836)  --> STEP: 20 | > loss_disc: 2.0392754077911377 (2.225551724433899) | > loss_disc_real_0: 0.10976801812648773 (0.09011027123779058) | > loss_disc_real_1: 0.16971753537654877 (0.21247344575822352) | > loss_disc_real_2: 0.26549702882766724 (0.3270610600709915) | > loss_disc_real_3: 0.24232909083366394 (0.2730543661862611) | > loss_disc_real_4: 0.2772495746612549 (0.2356214713305235) | > loss_disc_real_5: 0.29292476177215576 (0.32722589634358884) | > loss_0: 2.0392754077911377 (2.225551724433899) | > loss_gen: 3.335557222366333 (3.0935489177703857) | > loss_kl: 1.5201318264007568 (1.531005585193634) | > loss_feat: 7.470404624938965 (7.340908312797547) | > loss_mel: 23.096128463745117 (21.11093463897705) | > loss_duration: 2.323796033859253 (2.2857882976531982) | > loss_1: 37.74601745605469 (35.362185859680174)  --> STEP: 21 | > loss_disc: 2.506835699081421 (2.2389461994171143) | > loss_disc_real_0: 0.08717561513185501 (0.08997052570893652) | > loss_disc_real_1: 0.28725001215934753 (0.21603423463446753) | > loss_disc_real_2: 0.3197100758552551 (0.3267110132035755) | > loss_disc_real_3: 0.34199240803718567 (0.2763371300839242) | > loss_disc_real_4: 0.3121893107891083 (0.23926755892378943) | > loss_disc_real_5: 0.3681332468986511 (0.32917386541763943) | > loss_0: 2.506835699081421 (2.2389461994171143) | > loss_gen: 2.8057310581207275 (3.0798433054061163) | > loss_kl: 1.575500249862671 (1.5331243787493025) | > loss_feat: 4.756454944610596 (7.217839104788644) | > loss_mel: 20.659788131713867 (21.08945147196452) | > loss_duration: 2.190643072128296 (2.2812575726282027) | > loss_1: 31.988117218017578 (35.20151592436291)  --> STEP: 22 | > loss_disc: 2.2428250312805176 (2.23912250995636) | > loss_disc_real_0: 0.06308554112911224 (0.08874848095530814) | > loss_disc_real_1: 0.23592467606067657 (0.21693834560838612) | > loss_disc_real_2: 0.2644007205963135 (0.32387872717597266) | > loss_disc_real_3: 0.2992459535598755 (0.277378440241922) | > loss_disc_real_4: 0.2505568563938141 (0.23978070880879054) | > loss_disc_real_5: 0.33327537775039673 (0.32936029779640114) | > loss_0: 2.2428250312805176 (2.23912250995636) | > loss_gen: 2.9109742641448975 (3.0721674398942427) | > loss_kl: 1.7548960447311401 (1.543204909021204) | > loss_feat: 6.23016881942749 (7.172945000908592) | > loss_mel: 21.151430130004883 (21.092268683693625) | > loss_duration: 2.172208309173584 (2.27630078792572) | > loss_1: 34.21967697143555 (35.15688688104803)  --> STEP: 23 | > loss_disc: 2.017617702484131 (2.2294918661532193) | > loss_disc_real_0: 0.08278299868106842 (0.08848911216077597) | > loss_disc_real_1: 0.19004680216312408 (0.21576914806728778) | > loss_disc_real_2: 0.28624147176742554 (0.3222423247669054) | > loss_disc_real_3: 0.23369097709655762 (0.2754789853225583) | > loss_disc_real_4: 0.19103926420211792 (0.23766151556502219) | > loss_disc_real_5: 0.29507189989089966 (0.3278694978874663) | > loss_0: 2.017617702484131 (2.2294918661532193) | > loss_gen: 3.7406134605407715 (3.1012303103571353) | > loss_kl: 1.800845742225647 (1.5544066843779192) | > loss_feat: 10.842723846435547 (7.332500602888024) | > loss_mel: 21.908451080322266 (21.127754874851394) | > loss_duration: 2.289609670639038 (2.2768794350002124) | > loss_1: 40.58224105834961 (35.39277184527853)  --> STEP: 24 | > loss_disc: 2.051281690597534 (2.2220664421717324) | > loss_disc_real_0: 0.07426321506500244 (0.08789636644845207) | > loss_disc_real_1: 0.17867857217788696 (0.21422370740522942) | > loss_disc_real_2: 0.2410273551940918 (0.3188583677013715) | > loss_disc_real_3: 0.2602044939994812 (0.27484254818409676) | > loss_disc_real_4: 0.31198766827583313 (0.2407584385946393) | > loss_disc_real_5: 0.4195125699043274 (0.3316879592215021) | > loss_0: 2.051281690597534 (2.2220664421717324) | > loss_gen: 3.5901365280151367 (3.121601402759552) | > loss_kl: 1.414827823638916 (1.548590898513794) | > loss_feat: 8.617067337036133 (7.3860242168108625) | > loss_mel: 23.212112426757812 (21.214603106180828) | > loss_duration: 2.4715805053710938 (2.284991979598999) | > loss_1: 39.30572509765625 (35.5558115641276)  --> STEP: 25 | > loss_disc: 2.46366548538208 (2.2317304039001464) | > loss_disc_real_0: 0.08342611789703369 (0.08771755650639534) | > loss_disc_real_1: 0.2385333776473999 (0.21519609421491623) | > loss_disc_real_2: 0.34692704677581787 (0.3199811148643494) | > loss_disc_real_3: 0.30832523107528687 (0.27618185549974433) | > loss_disc_real_4: 0.25109928846359253 (0.24117207258939743) | > loss_disc_real_5: 0.37860044836997986 (0.33356445878744123) | > loss_0: 2.46366548538208 (2.2317304039001464) | > loss_gen: 2.9018776416778564 (3.1128124523162843) | > loss_kl: 1.6649359464645386 (1.5532447004318237) | > loss_feat: 6.056271553039551 (7.33283411026001) | > loss_mel: 15.244316101074219 (20.975791625976562) | > loss_duration: 2.3762431144714355 (2.2886420249938966) | > loss_1: 28.24364471435547 (35.263324890136715)  --> STEP: 26 | > loss_disc: 2.2937793731689453 (2.2341169027181773) | > loss_disc_real_0: 0.08151473850011826 (0.08747898658307698) | > loss_disc_real_1: 0.26012060046195984 (0.21692395983980253) | > loss_disc_real_2: 0.3169410526752472 (0.31986418939553773) | > loss_disc_real_3: 0.257257878780365 (0.27545401024130667) | > loss_disc_real_4: 0.2150259166955948 (0.24016645120886657) | > loss_disc_real_5: 0.20833371579647064 (0.328747891749327) | > loss_0: 2.2937793731689453 (2.2341169027181773) | > loss_gen: 2.7847578525543213 (3.100194967710055) | > loss_kl: 1.623129963874817 (1.5559325951796312) | > loss_feat: 10.271876335144043 (7.445874195832473) | > loss_mel: 21.390140533447266 (20.991728122417744) | > loss_duration: 2.348430633544922 (2.2909415868612437) | > loss_1: 38.418338775634766 (35.38467157804048) --> EVAL PERFORMANCE | > avg_loader_time: 0.00234070191016564 (-1.9568663377028412e-05) | > avg_loss_disc: 2.2341169027181773 (+0.05146267322393561) | > avg_loss_disc_real_0: 0.08747898658307698 (-0.030628958287147387) | > avg_loss_disc_real_1: 0.21692395983980253 (+0.022789891236103504) | > avg_loss_disc_real_2: 0.31986418939553773 (+0.09493395800773913) | > avg_loss_disc_real_3: 0.27545401024130667 (-0.0027701714291022417) | > avg_loss_disc_real_4: 0.24016645120886657 (+0.02702590364676255) | > avg_loss_disc_real_5: 0.328747891749327 (+0.08532128397088778) | > avg_loss_0: 2.2341169027181773 (+0.05146267322393561) | > avg_loss_gen: 3.100194967710055 (+0.3157608600763173) | > avg_loss_kl: 1.5559325951796312 (-0.0872894204579866) | > avg_loss_feat: 7.445874195832473 (+0.016755709281334852) | > avg_loss_mel: 20.991728122417744 (-0.4924610578096811) | > avg_loss_duration: 2.2909415868612437 (+0.008796765254094119) | > avg_loss_1: 35.38467157804048 (-0.23843684563270529)  > EPOCH: 22/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:55:56)   --> TIME: 2024-06-10 15:56:02 -- STEP: 14/330 -- GLOBAL_STEP: 95275 | > loss_disc: 2.24491286277771 (2.234214084489005) | > loss_disc_real_0: 0.1478845179080963 (0.12447504858885493) | > loss_disc_real_1: 0.1740904152393341 (0.2029814666935376) | > loss_disc_real_2: 0.22366492450237274 (0.22084554604121617) | > loss_disc_real_3: 0.18810980021953583 (0.21327327724014009) | > loss_disc_real_4: 0.16436953842639923 (0.20125434866973332) | > loss_disc_real_5: 0.1910761296749115 (0.227088206580707) | > loss_0: 2.24491286277771 (2.234214084489005) | > grad_norm_0: tensor(11.8638, device='cuda:0') (tensor(9.3794, device='cuda:0')) | > loss_gen: 2.417562246322632 (2.6407384191240584) | > loss_kl: 1.4139692783355713 (1.4709322707993644) | > loss_feat: 6.440493106842041 (6.668577262333462) | > loss_mel: 19.589248657226562 (21.51758316584996) | > loss_duration: 2.1801106929779053 (2.2975841079439436) | > loss_1: 32.0413818359375 (34.595414842878064) | > grad_norm_1: tensor(151.2814, device='cuda:0') (tensor(118.2476, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3373 (0.3505785976137434) | > loader_time: 0.0028 (0.002914207322256906)  --> TIME: 2024-06-10 15:56:11 -- STEP: 39/330 -- GLOBAL_STEP: 95300 | > loss_disc: 2.2291226387023926 (2.1782788160519724) | > loss_disc_real_0: 0.1375425159931183 (0.12187919383629775) | > loss_disc_real_1: 0.15797406435012817 (0.19945534834494957) | > loss_disc_real_2: 0.17827557027339935 (0.20780723561079073) | > loss_disc_real_3: 0.20284771919250488 (0.2149524776599346) | > loss_disc_real_4: 0.1868634670972824 (0.20237651123450354) | > loss_disc_real_5: 0.21521404385566711 (0.21346984536219865) | > loss_0: 2.2291226387023926 (2.1782788160519724) | > grad_norm_0: tensor(24.9981, device='cuda:0') (tensor(11.3412, device='cuda:0')) | > loss_gen: 2.5206475257873535 (2.6828755598801832) | > loss_kl: 1.5258910655975342 (1.4735702612461188) | > loss_feat: 7.728429794311523 (7.013503588162935) | > loss_mel: 21.088850021362305 (21.409294275137093) | > loss_duration: 2.1559290885925293 (2.203634182612101) | > loss_1: 35.01974868774414 (34.78287789760492) | > grad_norm_1: tensor(108.6450, device='cuda:0') (tensor(122.1096, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3364 (0.3462632558284662) | > loader_time: 0.003 (0.0030424961676964396)  --> TIME: 2024-06-10 15:56:19 -- STEP: 64/330 -- GLOBAL_STEP: 95325 | > loss_disc: 2.1157031059265137 (2.18521774187684) | > loss_disc_real_0: 0.19105301797389984 (0.11997843394055963) | > loss_disc_real_1: 0.24941302835941315 (0.19930538116022944) | > loss_disc_real_2: 0.20448437333106995 (0.21210216148756444) | > loss_disc_real_3: 0.20247234404087067 (0.21579306945204735) | > loss_disc_real_4: 0.18814390897750854 (0.20446202182210982) | > loss_disc_real_5: 0.18524427711963654 (0.21005946351215243) | > loss_0: 2.1157031059265137 (2.18521774187684) | > grad_norm_0: tensor(19.2778, device='cuda:0') (tensor(11.8117, device='cuda:0')) | > loss_gen: 3.003884792327881 (2.696636512875557) | > loss_kl: 1.5675487518310547 (1.4650014583021405) | > loss_feat: 7.9672417640686035 (7.0695058554410934) | > loss_mel: 21.901996612548828 (21.47859087586403) | > loss_duration: 2.12935733795166 (2.166955893859267) | > loss_1: 36.57002639770508 (34.876690506935105) | > grad_norm_1: tensor(130.5782, device='cuda:0') (tensor(147.1586, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3445 (0.3468039855360984) | > loader_time: 0.0032 (0.003097131848335266)  --> TIME: 2024-06-10 15:56:28 -- STEP: 89/330 -- GLOBAL_STEP: 95350 | > loss_disc: 2.1410560607910156 (2.178244022840863) | > loss_disc_real_0: 0.11104775965213776 (0.11909717982739546) | > loss_disc_real_1: 0.24511441588401794 (0.2006192341279448) | > loss_disc_real_2: 0.19139564037322998 (0.21313114497768745) | > loss_disc_real_3: 0.2105090618133545 (0.21564284653476115) | > loss_disc_real_4: 0.2074374556541443 (0.20481564054328405) | > loss_disc_real_5: 0.2181796282529831 (0.208181991336051) | > loss_0: 2.1410560607910156 (2.178244022840863) | > grad_norm_0: tensor(5.1897, device='cuda:0') (tensor(12.7246, device='cuda:0')) | > loss_gen: 2.7740585803985596 (2.716558518034688) | > loss_kl: 1.4278807640075684 (1.4446882478306802) | > loss_feat: 6.58200740814209 (7.149975637371621) | > loss_mel: 20.942541122436523 (21.492853400412567) | > loss_duration: 2.150512218475342 (2.1511056088329714) | > loss_1: 33.87699890136719 (34.95518142185851) | > grad_norm_1: tensor(122.1875, device='cuda:0') (tensor(158.8391, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3485 (0.347730754466539) | > loader_time: 0.0034 (0.0032143191005406754)  --> TIME: 2024-06-10 15:56:37 -- STEP: 114/330 -- GLOBAL_STEP: 95375 | > loss_disc: 2.4139339923858643 (2.1822535123741402) | > loss_disc_real_0: 0.09953271597623825 (0.11889668946203433) | > loss_disc_real_1: 0.23869891464710236 (0.20320767517152588) | > loss_disc_real_2: 0.2389375865459442 (0.2128342328625813) | > loss_disc_real_3: 0.20103822648525238 (0.2150942949872268) | > loss_disc_real_4: 0.22425664961338043 (0.20422988724813126) | > loss_disc_real_5: 0.2031678855419159 (0.20635708094688884) | > loss_0: 2.4139339923858643 (2.1822535123741402) | > grad_norm_0: tensor(27.3419, device='cuda:0') (tensor(13.9220, device='cuda:0')) | > loss_gen: 2.3391880989074707 (2.7186308283554874) | > loss_kl: 1.4454692602157593 (1.4379167243054038) | > loss_feat: 6.342973232269287 (7.1940510565774485) | > loss_mel: 21.286916732788086 (21.4790401291429) | > loss_duration: 2.1021792888641357 (2.1444072169170045) | > loss_1: 33.516727447509766 (34.97404593752139) | > grad_norm_1: tensor(375.2847, device='cuda:0') (tensor(170.9566, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3494 (0.34825428536063746) | > loader_time: 0.0042 (0.0033118222889147305)  --> TIME: 2024-06-10 15:56:46 -- STEP: 139/330 -- GLOBAL_STEP: 95400 | > loss_disc: 2.1797075271606445 (2.1910375579655588) | > loss_disc_real_0: 0.0980980172753334 (0.11932469518493405) | > loss_disc_real_1: 0.1692645251750946 (0.2052237802057815) | > loss_disc_real_2: 0.2089342623949051 (0.2136132801822621) | > loss_disc_real_3: 0.22461417317390442 (0.21721519669182868) | > loss_disc_real_4: 0.18622535467147827 (0.2052578899285776) | > loss_disc_real_5: 0.18040606379508972 (0.20687712900501362) | > loss_0: 2.1797075271606445 (2.1910375579655588) | > grad_norm_0: tensor(20.6540, device='cuda:0') (tensor(13.7610, device='cuda:0')) | > loss_gen: 2.7080764770507812 (2.7112282746129748) | > loss_kl: 1.4888432025909424 (1.432587211938213) | > loss_feat: 7.420570373535156 (7.169209044614284) | > loss_mel: 20.995290756225586 (21.482313265903397) | > loss_duration: 2.208378314971924 (2.1448759355133387) | > loss_1: 34.82115936279297 (34.940213731724555) | > grad_norm_1: tensor(127.9683, device='cuda:0') (tensor(175.6347, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.351 (0.35001066434297623) | > loader_time: 0.0039 (0.003408239899779395)  --> TIME: 2024-06-10 15:56:56 -- STEP: 164/330 -- GLOBAL_STEP: 95425 | > loss_disc: 2.2629666328430176 (2.1892599441656238) | > loss_disc_real_0: 0.1250530630350113 (0.11906353079872888) | > loss_disc_real_1: 0.265377938747406 (0.20595887294266282) | > loss_disc_real_2: 0.20366212725639343 (0.21326574928513387) | > loss_disc_real_3: 0.18749688565731049 (0.21579645574092865) | > loss_disc_real_4: 0.193581685423851 (0.2036470437376965) | > loss_disc_real_5: 0.18550552427768707 (0.20632884197118806) | > loss_0: 2.2629666328430176 (2.1892599441656238) | > grad_norm_0: tensor(9.8066, device='cuda:0') (tensor(13.6283, device='cuda:0')) | > loss_gen: 2.558539390563965 (2.710514996109938) | > loss_kl: 1.373294711112976 (1.426368859482975) | > loss_feat: 7.18253231048584 (7.1750982331066595) | > loss_mel: 20.355459213256836 (21.45240153335944) | > loss_duration: 2.215142250061035 (2.1445735220502065) | > loss_1: 33.684967041015625 (34.908957109218676) | > grad_norm_1: tensor(154.7414, device='cuda:0') (tensor(166.4876, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3739 (0.3527836116348824) | > loader_time: 0.0041 (0.0035284030728223847)  --> TIME: 2024-06-10 15:57:05 -- STEP: 189/330 -- GLOBAL_STEP: 95450 | > loss_disc: 2.1138126850128174 (2.1811120573175016) | > loss_disc_real_0: 0.08256321400403976 (0.11803934959665177) | > loss_disc_real_1: 0.24583719670772552 (0.2054533050173805) | > loss_disc_real_2: 0.25458696484565735 (0.2124190684506502) | > loss_disc_real_3: 0.2294338345527649 (0.2154143931216033) | > loss_disc_real_4: 0.2055477797985077 (0.20260015618864194) | > loss_disc_real_5: 0.1966337263584137 (0.20551049520098974) | > loss_0: 2.1138126850128174 (2.1811120573175016) | > grad_norm_0: tensor(22.4773, device='cuda:0') (tensor(14.1880, device='cuda:0')) | > loss_gen: 3.083207130432129 (2.7205734303388636) | > loss_kl: 1.595484972000122 (1.4248691891867027) | > loss_feat: 7.783150672912598 (7.220211912084509) | > loss_mel: 21.334640502929688 (21.440765078105635) | > loss_duration: 2.201500177383423 (2.149028122740449) | > loss_1: 35.997982025146484 (34.95544762586155) | > grad_norm_1: tensor(298.5401, device='cuda:0') (tensor(174.8057, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3739 (0.35594101053066357) | > loader_time: 0.0051 (0.003645040370799877)  --> TIME: 2024-06-10 15:57:15 -- STEP: 214/330 -- GLOBAL_STEP: 95475 | > loss_disc: 2.2109134197235107 (2.186472971862722) | > loss_disc_real_0: 0.14537590742111206 (0.11850607705032715) | > loss_disc_real_1: 0.2142542153596878 (0.20617456796848885) | > loss_disc_real_2: 0.22216293215751648 (0.21304349851942508) | > loss_disc_real_3: 0.23830582201480865 (0.21488971228354445) | > loss_disc_real_4: 0.20723609626293182 (0.20229626767267694) | > loss_disc_real_5: 0.1842830628156662 (0.20512274019071988) | > loss_0: 2.2109134197235107 (2.186472971862722) | > grad_norm_0: tensor(5.8852, device='cuda:0') (tensor(14.4688, device='cuda:0')) | > loss_gen: 2.8772799968719482 (2.7153238113795477) | > loss_kl: 1.1894547939300537 (1.4239565674389643) | > loss_feat: 7.010051727294922 (7.231722163262768) | > loss_mel: 20.582632064819336 (21.418300049327257) | > loss_duration: 2.2314414978027344 (2.1533992329490506) | > loss_1: 33.89086151123047 (34.94270176753814) | > grad_norm_1: tensor(189.8854, device='cuda:0') (tensor(179.5728, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.3988 (0.35989458984303696) | > loader_time: 0.0049 (0.00378542191514345)  --> TIME: 2024-06-10 15:57:26 -- STEP: 239/330 -- GLOBAL_STEP: 95500 | > loss_disc: 2.2164578437805176 (2.1840264886991743) | > loss_disc_real_0: 0.14752131700515747 (0.1184102015016468) | > loss_disc_real_1: 0.29949668049812317 (0.2058346851662612) | > loss_disc_real_2: 0.21064141392707825 (0.21218669576624946) | > loss_disc_real_3: 0.1900496929883957 (0.21474005468969065) | > loss_disc_real_4: 0.1910969763994217 (0.20215569598654826) | > loss_disc_real_5: 0.2115132063627243 (0.20492558636425928) | > loss_0: 2.2164578437805176 (2.1840264886991743) | > grad_norm_0: tensor(19.1311, device='cuda:0') (tensor(14.9787, device='cuda:0')) | > loss_gen: 2.778237819671631 (2.7177044018541907) | > loss_kl: 1.2575043439865112 (1.421115031801009) | > loss_feat: 7.495466232299805 (7.252260517375738) | > loss_mel: 21.872268676757812 (21.38749374006584) | > loss_duration: 2.1835899353027344 (2.159617470398108) | > loss_1: 35.587066650390625 (34.93819111460917) | > grad_norm_1: tensor(111.1857, device='cuda:0') (tensor(184.2148, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.4172 (0.3652559753242397) | > loader_time: 0.0055 (0.003957934958166657) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_95500.pth  --> TIME: 2024-06-10 15:57:42 -- STEP: 264/330 -- GLOBAL_STEP: 95525 | > loss_disc: 2.1920166015625 (2.1842324815013185) | > loss_disc_real_0: 0.11746610701084137 (0.11836256179958582) | > loss_disc_real_1: 0.16246344149112701 (0.20538060906145608) | > loss_disc_real_2: 0.2159246802330017 (0.21265011912945544) | > loss_disc_real_3: 0.22351010143756866 (0.2145495820000316) | > loss_disc_real_4: 0.21029990911483765 (0.20254208045926964) | > loss_disc_real_5: 0.1906164586544037 (0.20511600725126988) | > loss_0: 2.1920166015625 (2.1842324815013185) | > grad_norm_0: tensor(17.2603, device='cuda:0') (tensor(15.0653, device='cuda:0')) | > loss_gen: 2.6690750122070312 (2.715331641110506) | > loss_kl: 1.4424446821212769 (1.420234010526629) | > loss_feat: 7.538796901702881 (7.270446997700316) | > loss_mel: 20.60838508605957 (21.33730196952821) | > loss_duration: 2.2495510578155518 (2.165127451221147) | > loss_1: 34.50825119018555 (34.908442005966606) | > grad_norm_1: tensor(271.5631, device='cuda:0') (tensor(187.0390, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.4185 (0.37271717281052563) | > loader_time: 0.0059 (0.004191643360889319)  --> TIME: 2024-06-10 15:57:53 -- STEP: 289/330 -- GLOBAL_STEP: 95550 | > loss_disc: 2.1872668266296387 (2.1864317255449124) | > loss_disc_real_0: 0.14306920766830444 (0.11871118000531279) | > loss_disc_real_1: 0.22994311153888702 (0.20514041708724312) | > loss_disc_real_2: 0.1878778040409088 (0.21278312704348645) | > loss_disc_real_3: 0.1955716460943222 (0.21474662170484404) | > loss_disc_real_4: 0.22045578062534332 (0.2028608488170334) | > loss_disc_real_5: 0.18108180165290833 (0.20474230165506313) | > loss_0: 2.1872668266296387 (2.1864317255449124) | > grad_norm_0: tensor(38.2876, device='cuda:0') (tensor(16.0030, device='cuda:0')) | > loss_gen: 2.7118399143218994 (2.7235787360313433) | > loss_kl: 1.433678388595581 (1.4245648445967578) | > loss_feat: 7.067052841186523 (7.302844026096964) | > loss_mel: 20.902254104614258 (21.30697600156792) | > loss_duration: 2.282227039337158 (2.172484668893384) | > loss_1: 34.39705276489258 (34.93044819551349) | > grad_norm_1: tensor(321.1230, device='cuda:0') (tensor(193.9772, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.4442 (0.3778014240792879) | > loader_time: 0.007 (0.004353539753950177)  --> TIME: 2024-06-10 15:58:06 -- STEP: 314/330 -- GLOBAL_STEP: 95575 | > loss_disc: 2.249058485031128 (2.1832974465789303) | > loss_disc_real_0: 0.11301195621490479 (0.11666694987019535) | > loss_disc_real_1: 0.20679770410060883 (0.2050719760643069) | > loss_disc_real_2: 0.20948605239391327 (0.21292339450424644) | > loss_disc_real_3: 0.26359131932258606 (0.21524000561730883) | > loss_disc_real_4: 0.21790674328804016 (0.20245318774394938) | > loss_disc_real_5: 0.2240205854177475 (0.20536328453546868) | > loss_0: 2.249058485031128 (2.1832974465789303) | > grad_norm_0: tensor(28.4256, device='cuda:0') (tensor(16.0468, device='cuda:0')) | > loss_gen: 2.7663533687591553 (2.7405081129377806) | > loss_kl: 1.328393578529358 (1.4250828403576168) | > loss_feat: 7.051924228668213 (7.3779859876936404) | > loss_mel: 20.51836585998535 (21.306636184643803) | > loss_duration: 2.3391997814178467 (2.1838964728792747) | > loss_1: 34.00423812866211 (35.034109504359485) | > grad_norm_1: tensor(96.5132, device='cuda:0') (tensor(194.4458, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.5341 (0.3862880043163421) | > loader_time: 0.0077 (0.004539618066921354)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.252018928527832 (2.252018928527832) | > loss_disc_real_0: 0.17108216881752014 (0.17108216881752014) | > loss_disc_real_1: 0.3465273380279541 (0.3465273380279541) | > loss_disc_real_2: 0.2250690758228302 (0.2250690758228302) | > loss_disc_real_3: 0.2375413477420807 (0.2375413477420807) | > loss_disc_real_4: 0.26899221539497375 (0.26899221539497375) | > loss_disc_real_5: 0.2883106768131256 (0.2883106768131256) | > loss_0: 2.252018928527832 (2.252018928527832) | > loss_gen: 3.575579881668091 (3.575579881668091) | > loss_kl: 1.9043992757797241 (1.9043992757797241) | > loss_feat: 8.429490089416504 (8.429490089416504) | > loss_mel: 23.91172981262207 (23.91172981262207) | > loss_duration: 2.907902717590332 (2.907902717590332) | > loss_1: 40.729103088378906 (40.729103088378906)  --> STEP: 1 | > loss_disc: 2.518002986907959 (2.518002986907959) | > loss_disc_real_0: 0.16445457935333252 (0.16445457935333252) | > loss_disc_real_1: 0.18165062367916107 (0.18165062367916107) | > loss_disc_real_2: 0.28800490498542786 (0.28800490498542786) | > loss_disc_real_3: 0.33457571268081665 (0.33457571268081665) | > loss_disc_real_4: 0.34135928750038147 (0.34135928750038147) | > loss_disc_real_5: 0.4305301606655121 (0.4305301606655121) | > loss_0: 2.518002986907959 (2.518002986907959) | > loss_gen: 3.4406771659851074 (3.4406771659851074) | > loss_kl: 1.3962520360946655 (1.3962520360946655) | > loss_feat: 7.16710090637207 (7.16710090637207) | > loss_mel: 22.370576858520508 (22.370576858520508) | > loss_duration: 2.3361282348632812 (2.3361282348632812) | > loss_1: 36.71073532104492 (36.71073532104492)  --> STEP: 2 | > loss_disc: 2.9815826416015625 (2.7497928142547607) | > loss_disc_real_0: 0.17858824133872986 (0.1715214103460312) | > loss_disc_real_1: 0.30521732568740845 (0.24343397468328476) | > loss_disc_real_2: 0.23991265892982483 (0.26395878195762634) | > loss_disc_real_3: 0.4542689919471741 (0.39442235231399536) | > loss_disc_real_4: 0.54203200340271 (0.4416956454515457) | > loss_disc_real_5: 0.623968780040741 (0.5272494703531265) | > loss_0: 2.9815826416015625 (2.7497928142547607) | > loss_gen: 3.4889378547668457 (3.4648075103759766) | > loss_kl: 1.221155047416687 (1.3087035417556763) | > loss_feat: 5.759861469268799 (6.463481187820435) | > loss_mel: 23.9305477142334 (23.150562286376953) | > loss_duration: 2.4247865676879883 (2.3804574012756348) | > loss_1: 36.825286865234375 (36.76801109313965)  --> STEP: 3 | > loss_disc: 2.401360034942627 (2.6336485544840493) | > loss_disc_real_0: 0.1010279506444931 (0.1480235904455185) | > loss_disc_real_1: 0.11836171895265579 (0.2017432227730751) | > loss_disc_real_2: 0.31323954463005066 (0.28038570284843445) | > loss_disc_real_3: 0.3693631887435913 (0.38606929779052734) | > loss_disc_real_4: 0.4676889479160309 (0.4503600796063741) | > loss_disc_real_5: 0.4200848937034607 (0.4915279448032379) | > loss_0: 2.401360034942627 (2.6336485544840493) | > loss_gen: 3.8344650268554688 (3.588026682535807) | > loss_kl: 1.4722119569778442 (1.3632063468297322) | > loss_feat: 7.123873233795166 (6.683611869812012) | > loss_mel: 23.497360229492188 (23.2661616007487) | > loss_duration: 2.1710991859436035 (2.310671329498291) | > loss_1: 38.0990104675293 (37.21167755126953)  --> STEP: 4 | > loss_disc: 2.341031074523926 (2.5604941844940186) | > loss_disc_real_0: 0.2071046233177185 (0.1627938486635685) | > loss_disc_real_1: 0.26134952902793884 (0.21664479933679104) | > loss_disc_real_2: 0.37739354372024536 (0.3046376630663872) | > loss_disc_real_3: 0.2606348693370819 (0.354710690677166) | > loss_disc_real_4: 0.27412280440330505 (0.40630076080560684) | > loss_disc_real_5: 0.3051387667655945 (0.44493065029382706) | > loss_0: 2.341031074523926 (2.5604941844940186) | > loss_gen: 3.4490280151367188 (3.553277015686035) | > loss_kl: 1.6875624656677246 (1.4442953765392303) | > loss_feat: 7.493687152862549 (6.886130690574646) | > loss_mel: 22.046735763549805 (22.961305141448975) | > loss_duration: 2.2792868614196777 (2.3028252124786377) | > loss_1: 36.956298828125 (37.1478328704834)  --> STEP: 5 | > loss_disc: 2.79679012298584 (2.607753372192383) | > loss_disc_real_0: 0.3006877899169922 (0.19037263691425324) | > loss_disc_real_1: 0.3798295557498932 (0.24928175061941146) | > loss_disc_real_2: 0.37367650866508484 (0.3184454321861267) | > loss_disc_real_3: 0.3084069490432739 (0.34544994235038756) | > loss_disc_real_4: 0.34633713960647583 (0.3943080365657806) | > loss_disc_real_5: 0.3754679262638092 (0.4310381054878235) | > loss_0: 2.79679012298584 (2.607753372192383) | > loss_gen: 3.4305429458618164 (3.5287302017211912) | > loss_kl: 1.9474846124649048 (1.5449332237243651) | > loss_feat: 5.59171724319458 (6.627248001098633) | > loss_mel: 21.20648956298828 (22.610342025756836) | > loss_duration: 2.358234405517578 (2.3139070510864257) | > loss_1: 34.53446960449219 (36.625160217285156)  --> STEP: 6 | > loss_disc: 2.390979290008545 (2.5716243584950766) | > loss_disc_real_0: 0.14851610362529755 (0.18339654803276062) | > loss_disc_real_1: 0.2766067683696747 (0.25383592024445534) | > loss_disc_real_2: 0.3265882134437561 (0.3198025623957316) | > loss_disc_real_3: 0.34275710582733154 (0.34500113626321155) | > loss_disc_real_4: 0.358779639005661 (0.38838663697242737) | > loss_disc_real_5: 0.4526851773262024 (0.43464595079421997) | > loss_0: 2.390979290008545 (2.5716243584950766) | > loss_gen: 4.195287704467773 (3.6398231188456216) | > loss_kl: 2.086538791656494 (1.63520081837972) | > loss_feat: 6.995555877685547 (6.688632647196452) | > loss_mel: 25.809843063354492 (23.143592198689777) | > loss_duration: 2.132931709289551 (2.28374449412028) | > loss_1: 41.220157623291016 (37.39099311828613)  --> STEP: 7 | > loss_disc: 2.9165639877319336 (2.620901448386056) | > loss_disc_real_0: 0.15123790502548218 (0.178802456174578) | > loss_disc_real_1: 0.22922687232494354 (0.2503203419702394) | > loss_disc_real_2: 0.3953819274902344 (0.33059961455208914) | > loss_disc_real_3: 0.37000909447669983 (0.3485737017222813) | > loss_disc_real_4: 0.4150698184967041 (0.39219852004732403) | > loss_disc_real_5: 0.4512757658958435 (0.43702163866588045) | > loss_0: 2.9165639877319336 (2.620901448386056) | > loss_gen: 3.207974433898926 (3.578130449567522) | > loss_kl: 2.044360637664795 (1.6936522211347307) | > loss_feat: 6.088263511657715 (6.602865627833775) | > loss_mel: 23.045082092285156 (23.129519326346262) | > loss_duration: 2.3786070346832275 (2.2972962856292725) | > loss_1: 36.76428985595703 (37.30146408081055)  --> STEP: 8 | > loss_disc: 2.516406774520874 (2.6078396141529083) | > loss_disc_real_0: 0.2354382574558258 (0.18588193133473396) | > loss_disc_real_1: 0.2440708726644516 (0.24953915830701592) | > loss_disc_real_2: 0.27977633476257324 (0.32424670457839966) | > loss_disc_real_3: 0.3927646279335022 (0.35409756749868393) | > loss_disc_real_4: 0.2701299488544464 (0.37693994864821434) | > loss_disc_real_5: 0.2854692339897156 (0.41807758808135986) | > loss_0: 2.516406774520874 (2.6078396141529083) | > loss_gen: 3.189018487930298 (3.5294914543628693) | > loss_kl: 1.6833058595657349 (1.6923589259386063) | > loss_feat: 8.950352668762207 (6.896301507949829) | > loss_mel: 22.617982864379883 (23.065577268600464) | > loss_duration: 2.2295563220977783 (2.2888287901878357) | > loss_1: 38.67021560668945 (37.47255802154541)  --> STEP: 9 | > loss_disc: 2.7634923458099365 (2.6251343621148004) | > loss_disc_real_0: 0.4331674873828888 (0.2133581042289734) | > loss_disc_real_1: 0.18682992458343506 (0.24257146567106247) | > loss_disc_real_2: 0.32214421033859253 (0.32401309410731) | > loss_disc_real_3: 0.37689217925071716 (0.3566303021377987) | > loss_disc_real_4: 0.38500258326530457 (0.37783579693900216) | > loss_disc_real_5: 0.3900248408317566 (0.4149606161647373) | > loss_0: 2.7634923458099365 (2.6251343621148004) | > loss_gen: 3.520292043685913 (3.528469297620985) | > loss_kl: 1.1811373233795166 (1.635556525654263) | > loss_feat: 7.8402419090271 (7.001183774736193) | > loss_mel: 22.983247756958008 (23.056429545084637) | > loss_duration: 2.166947364807129 (2.275286409589979) | > loss_1: 37.691864013671875 (37.496925354003906)  --> STEP: 10 | > loss_disc: 2.140521287918091 (2.5766730546951293) | > loss_disc_real_0: 0.1978716403245926 (0.2118094578385353) | > loss_disc_real_1: 0.2264212667942047 (0.2409564457833767) | > loss_disc_real_2: 0.2856048345565796 (0.3201722681522369) | > loss_disc_real_3: 0.2552614212036133 (0.34649341404438017) | > loss_disc_real_4: 0.25517261028289795 (0.3655694782733917) | > loss_disc_real_5: 0.23214516043663025 (0.3966790705919266) | > loss_0: 2.140521287918091 (2.5766730546951293) | > loss_gen: 3.6098148822784424 (3.536603856086731) | > loss_kl: 1.7491981983184814 (1.6469206929206848) | > loss_feat: 7.638209342956543 (7.0648863315582275) | > loss_mel: 23.29061508178711 (23.079848098754884) | > loss_duration: 2.292311191558838 (2.276988887786865) | > loss_1: 38.58015060424805 (37.60524787902832)  --> STEP: 11 | > loss_disc: 2.598541736602783 (2.5786611166867344) | > loss_disc_real_0: 0.14049099385738373 (0.20532596111297607) | > loss_disc_real_1: 0.2604885697364807 (0.24273209341547705) | > loss_disc_real_2: 0.2868919372558594 (0.3171467835252935) | > loss_disc_real_3: 0.42402520775794983 (0.35354175892743195) | > loss_disc_real_4: 0.5427008271217346 (0.3816723281686956) | > loss_disc_real_5: 0.33273956179618835 (0.3908663879741322) | > loss_0: 2.598541736602783 (2.5786611166867344) | > loss_gen: 3.6402196884155273 (3.5460234772075307) | > loss_kl: 1.9558771848678589 (1.6750076467340642) | > loss_feat: 7.114624500274658 (7.069407983259722) | > loss_mel: 22.03795623779297 (22.985130656849254) | > loss_duration: 2.4012465476989746 (2.2882850386879663) | > loss_1: 37.14992141723633 (37.56385456431996)  --> STEP: 12 | > loss_disc: 2.4467620849609375 (2.5676695307095847) | > loss_disc_real_0: 0.11823390424251556 (0.19806828970710436) | > loss_disc_real_1: 0.2047235518693924 (0.23956471495330334) | > loss_disc_real_2: 0.2757588326931 (0.31369778762261075) | > loss_disc_real_3: 0.32657134532928467 (0.3512942244609197) | > loss_disc_real_4: 0.3703863322734833 (0.38073182851076126) | > loss_disc_real_5: 0.4084186851978302 (0.39232907940944034) | > loss_0: 2.4467620849609375 (2.5676695307095847) | > loss_gen: 3.5381600856781006 (3.545368194580078) | > loss_kl: 1.5694011449813843 (1.666207104921341) | > loss_feat: 6.855013847351074 (7.051541805267334) | > loss_mel: 22.41518211364746 (22.93763494491577) | > loss_duration: 2.2161731719970703 (2.282275716463725) | > loss_1: 36.59392547607422 (37.483027140299484)  --> STEP: 13 | > loss_disc: 2.2565159797668457 (2.5437346421755276) | > loss_disc_real_0: 0.16107086837291718 (0.19522233421985918) | > loss_disc_real_1: 0.22338594496250153 (0.23832019418478012) | > loss_disc_real_2: 0.20528820157051086 (0.3053585886955261) | > loss_disc_real_3: 0.31313109397888184 (0.3483585990392245) | > loss_disc_real_4: 0.311659038066864 (0.3754185369381538) | > loss_disc_real_5: 0.308375746011734 (0.3858711306865399) | > loss_0: 2.2565159797668457 (2.5437346421755276) | > loss_gen: 3.3543872833251953 (3.5306773552527795) | > loss_kl: 1.605400562286377 (1.6615296785648053) | > loss_feat: 6.1418609619140625 (6.981566355778621) | > loss_mel: 21.00806999206543 (22.78920687161959) | > loss_duration: 2.1289522647857666 (2.2704816047961898) | > loss_1: 34.238670349121094 (37.23346123328576)  --> STEP: 14 | > loss_disc: 2.5395493507385254 (2.5434356927871704) | > loss_disc_real_0: 0.17332345247268677 (0.19365812838077545) | > loss_disc_real_1: 0.30601221323013306 (0.24315533840230533) | > loss_disc_real_2: 0.38336092233657837 (0.3109301839556013) | > loss_disc_real_3: 0.35629767179489136 (0.34892567566462923) | > loss_disc_real_4: 0.3161337971687317 (0.3711839126689093) | > loss_disc_real_5: 0.24375733733177185 (0.37572014544691357) | > loss_0: 2.5395493507385254 (2.5434356927871704) | > loss_gen: 3.2271127700805664 (3.5089941705976213) | > loss_kl: 2.0000600814819336 (1.6857104216303145) | > loss_feat: 6.424358367919922 (6.941765785217285) | > loss_mel: 23.584049224853516 (22.845981325422013) | > loss_duration: 2.4019174575805664 (2.279869879995074) | > loss_1: 37.63749694824219 (37.26232092721121)  --> STEP: 15 | > loss_disc: 2.904017210006714 (2.5674744606018067) | > loss_disc_real_0: 0.2842406630516052 (0.19969696402549744) | > loss_disc_real_1: 0.2661028504371643 (0.2446851725379626) | > loss_disc_real_2: 0.29834768176078796 (0.31009135047594705) | > loss_disc_real_3: 0.33573681116104126 (0.34804641803105674) | > loss_disc_real_4: 0.4540567398071289 (0.3767087678114573) | > loss_disc_real_5: 0.48722219467163086 (0.3831536153952281) | > loss_0: 2.904017210006714 (2.5674744606018067) | > loss_gen: 3.1974825859069824 (3.4882267316182456) | > loss_kl: 1.7148246765136719 (1.6876513719558717) | > loss_feat: 7.052664756774902 (6.949159049987793) | > loss_mel: 21.347747802734375 (22.746099090576173) | > loss_duration: 2.2904129028320312 (2.280572748184204) | > loss_1: 35.60313415527344 (37.1517084757487)  --> STEP: 16 | > loss_disc: 2.8327958583831787 (2.5840570479631424) | > loss_disc_real_0: 0.22293317317962646 (0.2011492270976305) | > loss_disc_real_1: 0.2111169695854187 (0.2425871598534286) | > loss_disc_real_2: 0.41795551776885986 (0.3168328609317541) | > loss_disc_real_3: 0.4308145344257355 (0.35321942530572414) | > loss_disc_real_4: 0.4201342761516571 (0.3794228620827198) | > loss_disc_real_5: 0.27345043420791626 (0.3762971665710211) | > loss_0: 2.8327958583831787 (2.5840570479631424) | > loss_gen: 3.1304752826690674 (3.465867266058922) | > loss_kl: 1.6257219314575195 (1.6837807819247246) | > loss_feat: 7.8433918952941895 (7.005048602819443) | > loss_mel: 23.932769775390625 (22.820266008377075) | > loss_duration: 2.4080820083618164 (2.288542076945305) | > loss_1: 38.9404411315918 (37.26350426673889)  --> STEP: 17 | > loss_disc: 2.7664923667907715 (2.594788537305944) | > loss_disc_real_0: 0.18205133080482483 (0.20002582143334782) | > loss_disc_real_1: 0.2957838773727417 (0.24571637853103526) | > loss_disc_real_2: 0.350896954536438 (0.31883663114379435) | > loss_disc_real_3: 0.37065446376800537 (0.35424501580350537) | > loss_disc_real_4: 0.4767434298992157 (0.3851476013660431) | > loss_disc_real_5: 0.4335812032222748 (0.3796668157858007) | > loss_0: 2.7664923667907715 (2.594788537305944) | > loss_gen: 3.325279712677002 (3.4575974099776325) | > loss_kl: 1.595423936843872 (1.6785833204493803) | > loss_feat: 5.306503772735596 (6.905134201049805) | > loss_mel: 20.584815979003906 (22.68876894782571) | > loss_duration: 2.365981101989746 (2.293097313712625) | > loss_1: 33.17800521850586 (37.02318079331342)  --> STEP: 18 | > loss_disc: 2.0998361110687256 (2.567291180292765) | > loss_disc_real_0: 0.06847558915615082 (0.19271747519572577) | > loss_disc_real_1: 0.15839414298534393 (0.24086514322294128) | > loss_disc_real_2: 0.22998197376728058 (0.31390026128954357) | > loss_disc_real_3: 0.2564662992954254 (0.34881286488638985) | > loss_disc_real_4: 0.311827689409256 (0.38107427292399937) | > loss_disc_real_5: 0.21033692359924316 (0.3702595995532142) | > loss_0: 2.0998361110687256 (2.567291180292765) | > loss_gen: 2.949309825897217 (3.429359210862054) | > loss_kl: 1.3885219097137451 (1.662468797630734) | > loss_feat: 8.556310653686523 (6.996866226196289) | > loss_mel: 24.324445724487305 (22.77963987986247) | > loss_duration: 2.216419219970703 (2.2888374196158514) | > loss_1: 39.43500900268555 (37.15717124938965)  --> STEP: 19 | > loss_disc: 2.719837188720703 (2.575319917578446) | > loss_disc_real_0: 0.13191363215446472 (0.18951727293039622) | > loss_disc_real_1: 0.2558026909828186 (0.24165132994714536) | > loss_disc_real_2: 0.358873188495636 (0.31626725745828527) | > loss_disc_real_3: 0.35783955454826355 (0.3492879538159621) | > loss_disc_real_4: 0.3512088656425476 (0.37950240938287033) | > loss_disc_real_5: 0.3574634790420532 (0.369586119526311) | > loss_0: 2.719837188720703 (2.575319917578446) | > loss_gen: 2.905977964401245 (3.4018128294693795) | > loss_kl: 1.554332971572876 (1.6567774383645308) | > loss_feat: 8.07444953918457 (7.053581137406199) | > loss_mel: 22.615842819213867 (22.771018981933594) | > loss_duration: 2.3206796646118164 (2.290513327247218) | > loss_1: 37.471282958984375 (37.17370344463148)  --> STEP: 20 | > loss_disc: 2.832454204559326 (2.5881766319274897) | > loss_disc_real_0: 0.18512776494026184 (0.18929779753088952) | > loss_disc_real_1: 0.24821920692920685 (0.24197972379624844) | > loss_disc_real_2: 0.3375827372074127 (0.31733303144574165) | > loss_disc_real_3: 0.32395172119140625 (0.34802114218473434) | > loss_disc_real_4: 0.35340142250061035 (0.3781973600387573) | > loss_disc_real_5: 0.3696087598800659 (0.36958725154399874) | > loss_0: 2.832454204559326 (2.5881766319274897) | > loss_gen: 2.6510086059570312 (3.364272618293762) | > loss_kl: 1.7730015516281128 (1.66258864402771) | > loss_feat: 4.206409931182861 (6.911222577095032) | > loss_mel: 19.66434097290039 (22.615685081481935) | > loss_duration: 2.3561296463012695 (2.2937941431999205) | > loss_1: 30.650890350341797 (36.84756278991699)  --> STEP: 21 | > loss_disc: 2.5861575603485107 (2.588080485661824) | > loss_disc_real_0: 0.11930001527070999 (0.1859645698042143) | > loss_disc_real_1: 0.14111346006393433 (0.23717656838042395) | > loss_disc_real_2: 0.4770950376987457 (0.324940746029218) | > loss_disc_real_3: 0.3450923264026642 (0.3478816747665405) | > loss_disc_real_4: 0.5079325437545776 (0.38437522592998685) | > loss_disc_real_5: 0.3255801796913147 (0.3674916766938709) | > loss_0: 2.5861575603485107 (2.588080485661824) | > loss_gen: 3.36409330368042 (3.3642640795026506) | > loss_kl: 2.009915828704834 (1.6791280337742396) | > loss_feat: 6.7371978759765625 (6.902935686565581) | > loss_mel: 20.885395050048828 (22.533290318080358) | > loss_duration: 2.185527801513672 (2.2886386031196233) | > loss_1: 35.18212890625 (36.76825641450428)  --> STEP: 22 | > loss_disc: 2.5926249027252197 (2.5882870500737964) | > loss_disc_real_0: 0.15736520290374756 (0.1846645985814658) | > loss_disc_real_1: 0.2510429918766022 (0.23780686035752296) | > loss_disc_real_2: 0.3202158808708191 (0.324725979431109) | > loss_disc_real_3: 0.33477190136909485 (0.34728577597574756) | > loss_disc_real_4: 0.33535292744636536 (0.3821469396352768) | > loss_disc_real_5: 0.24539722502231598 (0.36194192889061844) | > loss_0: 2.5926249027252197 (2.5882870500737964) | > loss_gen: 2.972925901412964 (3.346475980498574) | > loss_kl: 1.6720799207687378 (1.6788076650012622) | > loss_feat: 6.933475494384766 (6.9043238596482714) | > loss_mel: 23.97481346130371 (22.59881409731778) | > loss_duration: 2.1802284717559814 (2.2837108698758217) | > loss_1: 37.733524322509766 (36.81213222850453)  --> STEP: 23 | > loss_disc: 2.8610496520996094 (2.6001462936401363) | > loss_disc_real_0: 0.1704348623752594 (0.18404591439858728) | > loss_disc_real_1: 0.22058948874473572 (0.23705827898305395) | > loss_disc_real_2: 0.3103671967983246 (0.32410168453403143) | > loss_disc_real_3: 0.37123894691467285 (0.3483272181904834) | > loss_disc_real_4: 0.4342704713344574 (0.38441318014393683) | > loss_disc_real_5: 0.46695438027381897 (0.36650768764640973) | > loss_0: 2.8610496520996094 (2.6001462936401363) | > loss_gen: 3.1291275024414062 (3.3370260466700015) | > loss_kl: 1.6073697805404663 (1.675701670024706) | > loss_feat: 5.960659027099609 (6.863294953885286) | > loss_mel: 22.070695877075195 (22.575852435568105) | > loss_duration: 2.322624683380127 (2.2854027748107915) | > loss_1: 35.090476989746094 (36.73727765290634)  --> STEP: 24 | > loss_disc: 2.712341547012329 (2.604821095863978) | > loss_disc_real_0: 0.17001985013484955 (0.18346149505426487) | > loss_disc_real_1: 0.3584355413913727 (0.2421156649167339) | > loss_disc_real_2: 0.39460310339927673 (0.32703924365341663) | > loss_disc_real_3: 0.3151736557483673 (0.34694581975539523) | > loss_disc_real_4: 0.40687984228134155 (0.3853492910663287) | > loss_disc_real_5: 0.3367280662059784 (0.36526687008639175) | > loss_0: 2.712341547012329 (2.604821095863978) | > loss_gen: 3.509021759033203 (3.344192534685135) | > loss_kl: 1.7735053300857544 (1.6797768225272496) | > loss_feat: 7.360039234161377 (6.883992632230123) | > loss_mel: 21.203269958496094 (22.518661499023438) | > loss_duration: 2.413557767868042 (2.2907425661881766) | > loss_1: 36.259395599365234 (36.71736590067547)  --> STEP: 25 | > loss_disc: 2.285930633544922 (2.5920654773712157) | > loss_disc_real_0: 0.11102534830570221 (0.18056404918432237) | > loss_disc_real_1: 0.2338477224111557 (0.24178494721651078) | > loss_disc_real_2: 0.3417799770832062 (0.3276288729906082) | > loss_disc_real_3: 0.3422674834728241 (0.3467586863040924) | > loss_disc_real_4: 0.24115332961082458 (0.3795814526081085) | > loss_disc_real_5: 0.2545684576034546 (0.3608389335870743) | > loss_0: 2.285930633544922 (2.5920654773712157) | > loss_gen: 3.1689414978027344 (3.337182493209839) | > loss_kl: 1.4097524881362915 (1.6689758491516113) | > loss_feat: 7.20837926864624 (6.896968097686767) | > loss_mel: 21.207677841186523 (22.46622215270996) | > loss_duration: 2.3785314559936523 (2.2942541217803956) | > loss_1: 35.37328338623047 (36.66360260009767)  --> STEP: 26 | > loss_disc: 2.5852246284484863 (2.5918023677972646) | > loss_disc_real_0: 0.19434210658073425 (0.18109397446879974) | > loss_disc_real_1: 0.2320931851863861 (0.24141218713842905) | > loss_disc_real_2: 0.46343550086021423 (0.33285220483174693) | > loss_disc_real_3: 0.43296903371810913 (0.3500744688969392) | > loss_disc_real_4: 0.22065500915050507 (0.3734688970905084) | > loss_disc_real_5: 0.18048381805419922 (0.3539021983742714) | > loss_0: 2.5852246284484863 (2.5918023677972646) | > loss_gen: 3.2463865280151367 (3.33369034070235) | > loss_kl: 1.7629666328430176 (1.6725908792935884) | > loss_feat: 12.498785018920898 (7.112422594657311) | > loss_mel: 23.846134185791016 (22.519295692443848) | > loss_duration: 2.3088314533233643 (2.294814788378202) | > loss_1: 43.66310501098633 (36.9328142312857) --> EVAL PERFORMANCE | > avg_loader_time: 0.002627244362464318 (+0.000286542452298678) | > avg_loss_disc: 2.5918023677972646 (+0.3576854650790873) | > avg_loss_disc_real_0: 0.18109397446879974 (+0.09361498788572276) | > avg_loss_disc_real_1: 0.24141218713842905 (+0.024488227298626514) | > avg_loss_disc_real_2: 0.33285220483174693 (+0.0129880154362092) | > avg_loss_disc_real_3: 0.3500744688969392 (+0.07462045865563255) | > avg_loss_disc_real_4: 0.3734688970905084 (+0.13330244588164183) | > avg_loss_disc_real_5: 0.3539021983742714 (+0.02515430662494439) | > avg_loss_0: 2.5918023677972646 (+0.3576854650790873) | > avg_loss_gen: 3.33369034070235 (+0.23349537299229528) | > avg_loss_kl: 1.6725908792935884 (+0.11665828411395718) | > avg_loss_feat: 7.112422594657311 (-0.33345160117516137) | > avg_loss_mel: 22.519295692443848 (+1.527567570026104) | > avg_loss_duration: 2.294814788378202 (+0.0038732015169582468) | > avg_loss_1: 36.9328142312857 (+1.5481426532452147)  > EPOCH: 23/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 15:58:32)   --> TIME: 2024-06-10 15:58:36 -- STEP: 9/330 -- GLOBAL_STEP: 95600 | > loss_disc: 2.2072219848632812 (2.3185576332939997) | > loss_disc_real_0: 0.07834519445896149 (0.11161801715691884) | > loss_disc_real_1: 0.24714362621307373 (0.2005733632379108) | > loss_disc_real_2: 0.20319266617298126 (0.2190467334455914) | > loss_disc_real_3: 0.21008546650409698 (0.23834778534041512) | > loss_disc_real_4: 0.1913953274488449 (0.24845123291015625) | > loss_disc_real_5: 0.19376501441001892 (0.24350971976915994) | > loss_0: 2.2072219848632812 (2.3185576332939997) | > grad_norm_0: tensor(33.2642, device='cuda:0') (tensor(16.9063, device='cuda:0')) | > loss_gen: 2.7471795082092285 (2.565772189034356) | > loss_kl: 1.6275088787078857 (1.5413907104068332) | > loss_feat: 6.26243257522583 (6.422830157809788) | > loss_mel: 21.56354522705078 (21.580976062350803) | > loss_duration: 2.303220510482788 (2.3787687619527182) | > loss_1: 34.50388717651367 (34.489738040500214) | > grad_norm_1: tensor(175.9596, device='cuda:0') (tensor(201.5594, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3361 (0.34229763348897296) | > loader_time: 0.0033 (0.003085931142171224)  --> TIME: 2024-06-10 15:58:45 -- STEP: 34/330 -- GLOBAL_STEP: 95625 | > loss_disc: 2.2782254219055176 (2.3072964233510636) | > loss_disc_real_0: 0.07786323875188828 (0.11911937966942787) | > loss_disc_real_1: 0.16073957085609436 (0.20986385336693594) | > loss_disc_real_2: 0.19534528255462646 (0.2190561855540556) | > loss_disc_real_3: 0.22222404181957245 (0.22609487307422302) | > loss_disc_real_4: 0.23445549607276917 (0.22839480901465697) | > loss_disc_real_5: 0.22319632768630981 (0.22772309008766622) | > loss_0: 2.2782254219055176 (2.3072964233510636) | > grad_norm_0: tensor(18.9847, device='cuda:0') (tensor(18.6403, device='cuda:0')) | > loss_gen: 2.57249116897583 (2.6059455591089584) | > loss_kl: 1.4923142194747925 (1.479289941927966) | > loss_feat: 7.384428024291992 (6.593874931335449) | > loss_mel: 21.59230613708496 (21.402950791751636) | > loss_duration: 2.179135322570801 (2.2151037244235767) | > loss_1: 35.220672607421875 (34.297165029189166) | > grad_norm_1: tensor(333.8096, device='cuda:0') (tensor(209.1338, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3343 (0.34257613210117116) | > loader_time: 0.003 (0.003195594338809743)  --> TIME: 2024-06-10 15:58:54 -- STEP: 59/330 -- GLOBAL_STEP: 95650 | > loss_disc: 2.189026117324829 (2.262759422851821) | > loss_disc_real_0: 0.1933896392583847 (0.11919993654651156) | > loss_disc_real_1: 0.25921106338500977 (0.20633529126644135) | > loss_disc_real_2: 0.2566400468349457 (0.21837391262337313) | > loss_disc_real_3: 0.22150875627994537 (0.22549266254497788) | > loss_disc_real_4: 0.20530538260936737 (0.22097541417105723) | > loss_disc_real_5: 0.19676485657691956 (0.21976174262620635) | > loss_0: 2.189026117324829 (2.262759422851821) | > grad_norm_0: tensor(25.2160, device='cuda:0') (tensor(17.1339, device='cuda:0')) | > loss_gen: 2.9148998260498047 (2.6288994975009206) | > loss_kl: 1.5429000854492188 (1.477737558090081) | > loss_feat: 7.356842994689941 (6.78165787357395) | > loss_mel: 20.327735900878906 (21.42816469224833) | > loss_duration: 2.064129114151001 (2.17018847546335) | > loss_1: 34.20650863647461 (34.486647783699674) | > grad_norm_1: tensor(407.8861, device='cuda:0') (tensor(223.1730, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3313 (0.34104679398617505) | > loader_time: 0.0034 (0.0032409732624635863)  --> TIME: 2024-06-10 15:59:03 -- STEP: 84/330 -- GLOBAL_STEP: 95675 | > loss_disc: 2.0011181831359863 (2.220361262559891) | > loss_disc_real_0: 0.1085096150636673 (0.11665810245488371) | > loss_disc_real_1: 0.18852876126766205 (0.2034539920943124) | > loss_disc_real_2: 0.22269919514656067 (0.21564613495554244) | > loss_disc_real_3: 0.18959830701351166 (0.2200224580509322) | > loss_disc_real_4: 0.16837431490421295 (0.21381938084959984) | > loss_disc_real_5: 0.15780672430992126 (0.2146404277355898) | > loss_0: 2.0011181831359863 (2.220361262559891) | > grad_norm_0: tensor(6.0531, device='cuda:0') (tensor(17.4157, device='cuda:0')) | > loss_gen: 2.769301176071167 (2.666088969934554) | > loss_kl: 1.4159960746765137 (1.4574063860234763) | > loss_feat: 7.309476375579834 (6.975728738875616) | > loss_mel: 21.408222198486328 (21.457873662312835) | > loss_duration: 2.196549415588379 (2.1509420956884115) | > loss_1: 35.099544525146484 (34.708039556230815) | > grad_norm_1: tensor(243.7079, device='cuda:0') (tensor(232.1514, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3351 (0.3427805673508417) | > loader_time: 0.0035 (0.0033376614252726244)  --> TIME: 2024-06-10 15:59:11 -- STEP: 109/330 -- GLOBAL_STEP: 95700 | > loss_disc: 1.9820438623428345 (2.19566213319061) | > loss_disc_real_0: 0.1115400642156601 (0.11703244863300148) | > loss_disc_real_1: 0.24278639256954193 (0.20188508367319719) | > loss_disc_real_2: 0.21830430626869202 (0.21362751831702137) | > loss_disc_real_3: 0.15671008825302124 (0.2187485070130147) | > loss_disc_real_4: 0.15829074382781982 (0.21193128441451886) | > loss_disc_real_5: 0.17207086086273193 (0.21190362867959048) | > loss_0: 1.9820438623428345 (2.19566213319061) | > grad_norm_0: tensor(7.5044, device='cuda:0') (tensor(16.5062, device='cuda:0')) | > loss_gen: 3.1532318592071533 (2.7040936225051175) | > loss_kl: 1.5867868661880493 (1.45739853163378) | > loss_feat: 8.669999122619629 (7.1279161173269285) | > loss_mel: 21.735107421875 (21.442493053751264) | > loss_duration: 2.0658764839172363 (2.143929888349061) | > loss_1: 37.211002349853516 (34.87583097405389) | > grad_norm_1: tensor(198.0554, device='cuda:0') (tensor(217.3037, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3396 (0.343387721875392) | > loader_time: 0.0038 (0.003412872279455903)  --> TIME: 2024-06-10 15:59:21 -- STEP: 134/330 -- GLOBAL_STEP: 95725 | > loss_disc: 2.1264638900756836 (2.20308716439489) | > loss_disc_real_0: 0.09616830945014954 (0.11770427310422285) | > loss_disc_real_1: 0.17488472163677216 (0.20386448702705437) | > loss_disc_real_2: 0.22117693722248077 (0.21603547826186933) | > loss_disc_real_3: 0.20079262554645538 (0.2201781459708712) | > loss_disc_real_4: 0.19203761219978333 (0.210528572993492) | > loss_disc_real_5: 0.1809716373682022 (0.21159328097727761) | > loss_0: 2.1264638900756836 (2.20308716439489) | > grad_norm_0: tensor(9.9469, device='cuda:0') (tensor(15.7629, device='cuda:0')) | > loss_gen: 2.763868570327759 (2.708651151230086) | > loss_kl: 1.4146945476531982 (1.4481492798719837) | > loss_feat: 7.834492206573486 (7.143077441115878) | > loss_mel: 21.358034133911133 (21.468099295203373) | > loss_duration: 2.1428909301757812 (2.1420098738883864) | > loss_1: 35.513980865478516 (34.909986809118465) | > grad_norm_1: tensor(215.9617, device='cuda:0') (tensor(205.2792, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3631 (0.3463219920201089) | > loader_time: 0.0039 (0.003532119651338948)  --> TIME: 2024-06-10 15:59:30 -- STEP: 159/330 -- GLOBAL_STEP: 95750 | > loss_disc: 2.0507731437683105 (2.185428096813226) | > loss_disc_real_0: 0.08558478951454163 (0.11650996444360265) | > loss_disc_real_1: 0.1791134476661682 (0.20291750873409728) | > loss_disc_real_2: 0.2080254703760147 (0.21351683345980615) | > loss_disc_real_3: 0.21351014077663422 (0.21951421364298407) | > loss_disc_real_4: 0.17324939370155334 (0.2088816741352561) | > loss_disc_real_5: 0.16214703023433685 (0.20989613366201978) | > loss_0: 2.0507731437683105 (2.185428096813226) | > grad_norm_0: tensor(25.8547, device='cuda:0') (tensor(16.0344, device='cuda:0')) | > loss_gen: 2.8021068572998047 (2.7292590441193973) | > loss_kl: 1.4727469682693481 (1.4398009672104943) | > loss_feat: 7.664865970611572 (7.209445134648737) | > loss_mel: 20.524803161621094 (21.43895258393679) | > loss_duration: 2.1177682876586914 (2.141002457096892) | > loss_1: 34.58229064941406 (34.958459962089115) | > grad_norm_1: tensor(55.7215, device='cuda:0') (tensor(202.5945, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3775 (0.3516396291600834) | > loader_time: 0.0047 (0.0036530044843565757)  --> TIME: 2024-06-10 15:59:40 -- STEP: 184/330 -- GLOBAL_STEP: 95775 | > loss_disc: 2.4344823360443115 (2.1723556576863574) | > loss_disc_real_0: 0.16082057356834412 (0.11304665946037225) | > loss_disc_real_1: 0.19231031835079193 (0.20225391026748263) | > loss_disc_real_2: 0.25328996777534485 (0.21355664406133734) | > loss_disc_real_3: 0.25164440274238586 (0.2205795950215796) | > loss_disc_real_4: 0.34656399488449097 (0.20388420804849136) | > loss_disc_real_5: 0.22693456709384918 (0.20959534390789003) | > loss_0: 2.4344823360443115 (2.1723556576863574) | > grad_norm_0: tensor(82.6362, device='cuda:0') (tensor(16.2700, device='cuda:0')) | > loss_gen: 3.039494514465332 (2.7716273263744684) | > loss_kl: 1.544176697731018 (1.4329626942458362) | > loss_feat: 7.234877586364746 (7.30945434777633) | > loss_mel: 20.503173828125 (21.433577589366756) | > loss_duration: 2.1471540927886963 (2.1446497427380606) | > loss_1: 34.46887969970703 (35.09227155602498) | > grad_norm_1: tensor(262.5534, device='cuda:0') (tensor(204.7547, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3806 (0.35495791098345897) | > loader_time: 0.0045 (0.003778937070266061)  --> TIME: 2024-06-10 15:59:50 -- STEP: 209/330 -- GLOBAL_STEP: 95800 | > loss_disc: 2.157914400100708 (2.1849137829821648) | > loss_disc_real_0: 0.0847027525305748 (0.11469106148019362) | > loss_disc_real_1: 0.1827041506767273 (0.20323989486865449) | > loss_disc_real_2: 0.17263944447040558 (0.2139784342221666) | > loss_disc_real_3: 0.22381076216697693 (0.21994411089773955) | > loss_disc_real_4: 0.21082216501235962 (0.2077726355651349) | > loss_disc_real_5: 0.16376835107803345 (0.21054373795621126) | > loss_0: 2.157914400100708 (2.1849137829821648) | > grad_norm_0: tensor(13.4341, device='cuda:0') (tensor(16.7519, device='cuda:0')) | > loss_gen: 2.6584370136260986 (2.7615538749968604) | > loss_kl: 1.315368413925171 (1.4365228962099725) | > loss_feat: 7.663133144378662 (7.296843896071876) | > loss_mel: 21.828630447387695 (21.419017207679573) | > loss_duration: 2.187403440475464 (2.1496375782067694) | > loss_1: 35.65297317504883 (35.06357530657753) | > grad_norm_1: tensor(88.8490, device='cuda:0') (tensor(208.9148, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.3928 (0.35919579934845713) | > loader_time: 0.0047 (0.003892842662391481)  --> TIME: 2024-06-10 16:00:00 -- STEP: 234/330 -- GLOBAL_STEP: 95825 | > loss_disc: 2.2590880393981934 (2.189243628937973) | > loss_disc_real_0: 0.14521458745002747 (0.11566057333197349) | > loss_disc_real_1: 0.16295607388019562 (0.20363936923507953) | > loss_disc_real_2: 0.21045857667922974 (0.21459528733777183) | > loss_disc_real_3: 0.20516981184482574 (0.2191548854367346) | > loss_disc_real_4: 0.20019395649433136 (0.20745620453077504) | > loss_disc_real_5: 0.22649379074573517 (0.2098045620398643) | > loss_0: 2.2590880393981934 (2.189243628937973) | > grad_norm_0: tensor(11.8859, device='cuda:0') (tensor(16.3461, device='cuda:0')) | > loss_gen: 2.588918924331665 (2.753964439416543) | > loss_kl: 1.4844847917556763 (1.4363706234173899) | > loss_feat: 6.8454179763793945 (7.29347400379996) | > loss_mel: 20.301868438720703 (21.39355507875101) | > loss_duration: 2.2121169567108154 (2.1560554351562105) | > loss_1: 33.43280792236328 (35.03341945419965) | > grad_norm_1: tensor(265.3301, device='cuda:0') (tensor(202.2736, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.4109 (0.3637101629860382) | > loader_time: 0.0057 (0.004047574141086676)  --> TIME: 2024-06-10 16:00:11 -- STEP: 259/330 -- GLOBAL_STEP: 95850 | > loss_disc: 2.2459702491760254 (2.1926886791428073) | > loss_disc_real_0: 0.17979995906352997 (0.11727710278222919) | > loss_disc_real_1: 0.23036523163318634 (0.20397652282908157) | > loss_disc_real_2: 0.23125526309013367 (0.21465097166396477) | > loss_disc_real_3: 0.2318209409713745 (0.21798177017438367) | > loss_disc_real_4: 0.21376508474349976 (0.20726111240713752) | > loss_disc_real_5: 0.23114027082920074 (0.20908780936798987) | > loss_0: 2.2459702491760254 (2.1926886791428073) | > grad_norm_0: tensor(24.7356, device='cuda:0') (tensor(16.2499, device='cuda:0')) | > loss_gen: 2.8169987201690674 (2.7500471700572597) | > loss_kl: 1.4919867515563965 (1.4331471754317118) | > loss_feat: 7.332528114318848 (7.295864604154609) | > loss_mel: 21.44864845275879 (21.379104724722026) | > loss_duration: 2.2604732513427734 (2.1618676968062704) | > loss_1: 35.35063171386719 (35.02003125518447) | > grad_norm_1: tensor(183.3347, device='cuda:0') (tensor(198.4845, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.4203 (0.368546823737244) | > loader_time: 0.0055 (0.004188712499316595)  --> TIME: 2024-06-10 16:00:22 -- STEP: 284/330 -- GLOBAL_STEP: 95875 | > loss_disc: 2.0594449043273926 (2.189488073469887) | > loss_disc_real_0: 0.1130453571677208 (0.11675711941551155) | > loss_disc_real_1: 0.21005193889141083 (0.20434642310293624) | > loss_disc_real_2: 0.19556020200252533 (0.21377098785949422) | > loss_disc_real_3: 0.1742364913225174 (0.2180770064218783) | > loss_disc_real_4: 0.15431061387062073 (0.20677678772366384) | > loss_disc_real_5: 0.17498892545700073 (0.20833736254085955) | > loss_0: 2.0594449043273926 (2.189488073469887) | > grad_norm_0: tensor(5.2091, device='cuda:0') (tensor(16.1322, device='cuda:0')) | > loss_gen: 2.8004894256591797 (2.7536031788503617) | > loss_kl: 1.45095694065094 (1.4339880040833644) | > loss_feat: 8.36943531036377 (7.327074220482732) | > loss_mel: 21.39975357055664 (21.346712985508884) | > loss_duration: 2.2562339305877686 (2.169316633486413) | > loss_1: 36.27687072753906 (35.030694907819736) | > grad_norm_1: tensor(148.7719, device='cuda:0') (tensor(197.6134, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.4471 (0.3744201265590293) | > loader_time: 0.0062 (0.004347119532840353)  --> TIME: 2024-06-10 16:00:34 -- STEP: 309/330 -- GLOBAL_STEP: 95900 | > loss_disc: 2.107438564300537 (2.1941275588902838) | > loss_disc_real_0: 0.1045055165886879 (0.11722998610399302) | > loss_disc_real_1: 0.2216716706752777 (0.20520265737976454) | > loss_disc_real_2: 0.19067342579364777 (0.21398100551085175) | > loss_disc_real_3: 0.19419699907302856 (0.21869809645858013) | > loss_disc_real_4: 0.18424956500530243 (0.2069259069642975) | > loss_disc_real_5: 0.19105081260204315 (0.20788386136196962) | > loss_0: 2.107438564300537 (2.1941275588902838) | > grad_norm_0: tensor(35.7038, device='cuda:0') (tensor(16.4009, device='cuda:0')) | > loss_gen: 2.9123079776763916 (2.7469171582688015) | > loss_kl: 1.3077024221420288 (1.4337307793422802) | > loss_feat: 7.25913143157959 (7.334756772495011) | > loss_mel: 20.835674285888672 (21.315181898839274) | > loss_duration: 2.354006767272949 (2.1794401920343307) | > loss_1: 34.6688232421875 (35.01002662930288) | > grad_norm_1: tensor(278.3523, device='cuda:0') (tensor(198.0831, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.4976 (0.38214115957611966) | > loader_time: 0.0064 (0.004534319380726243)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.5207186937332153 (1.5207186937332153) | > loss_disc_real_0: 0.06324587017297745 (0.06324587017297745) | > loss_disc_real_1: 0.19146646559238434 (0.19146646559238434) | > loss_disc_real_2: 0.20385578274726868 (0.20385578274726868) | > loss_disc_real_3: 0.14272168278694153 (0.14272168278694153) | > loss_disc_real_4: 0.0849679708480835 (0.0849679708480835) | > loss_disc_real_5: 0.1296146661043167 (0.1296146661043167) | > loss_0: 1.5207186937332153 (1.5207186937332153) | > loss_gen: 3.190033435821533 (3.190033435821533) | > loss_kl: 0.6631863713264465 (0.6631863713264465) | > loss_feat: 9.664002418518066 (9.664002418518066) | > loss_mel: 21.66366195678711 (21.66366195678711) | > loss_duration: 2.8116939067840576 (2.8116939067840576) | > loss_1: 37.99258041381836 (37.99258041381836)  --> STEP: 1 | > loss_disc: 2.3698301315307617 (2.3698301315307617) | > loss_disc_real_0: 0.1405867636203766 (0.1405867636203766) | > loss_disc_real_1: 0.18791431188583374 (0.18791431188583374) | > loss_disc_real_2: 0.2966514825820923 (0.2966514825820923) | > loss_disc_real_3: 0.2720291018486023 (0.2720291018486023) | > loss_disc_real_4: 0.31519243121147156 (0.31519243121147156) | > loss_disc_real_5: 0.30793511867523193 (0.30793511867523193) | > loss_0: 2.3698301315307617 (2.3698301315307617) | > loss_gen: 2.8965959548950195 (2.8965959548950195) | > loss_kl: 1.2528142929077148 (1.2528142929077148) | > loss_feat: 5.534425735473633 (5.534425735473633) | > loss_mel: 23.14912223815918 (23.14912223815918) | > loss_duration: 2.308454990386963 (2.308454990386963) | > loss_1: 35.141414642333984 (35.141414642333984)  --> STEP: 2 | > loss_disc: 2.115354061126709 (2.2425920963287354) | > loss_disc_real_0: 0.1315547376871109 (0.13607075065374374) | > loss_disc_real_1: 0.12322637438774109 (0.15557034313678741) | > loss_disc_real_2: 0.23112967610359192 (0.2638905793428421) | > loss_disc_real_3: 0.24112136662006378 (0.25657523423433304) | > loss_disc_real_4: 0.23682193458080292 (0.27600718289613724) | > loss_disc_real_5: 0.30752167105674744 (0.3077283948659897) | > loss_0: 2.115354061126709 (2.2425920963287354) | > loss_gen: 2.8363184928894043 (2.866457223892212) | > loss_kl: 2.010096549987793 (1.631455421447754) | > loss_feat: 6.304625988006592 (5.919525861740112) | > loss_mel: 23.60363006591797 (23.376376152038574) | > loss_duration: 2.4139208793640137 (2.3611879348754883) | > loss_1: 37.1685905456543 (36.15500259399414)  --> STEP: 3 | > loss_disc: 2.1669881343841553 (2.217390775680542) | > loss_disc_real_0: 0.12982630729675293 (0.1339892695347468) | > loss_disc_real_1: 0.20958766341209412 (0.17357611656188965) | > loss_disc_real_2: 0.26032572984695435 (0.2627022961775462) | > loss_disc_real_3: 0.24260254204273224 (0.2519176701704661) | > loss_disc_real_4: 0.19468003511428833 (0.24889813363552094) | > loss_disc_real_5: 0.2124500572681427 (0.2759689490000407) | > loss_0: 2.1669881343841553 (2.217390775680542) | > loss_gen: 2.720608949661255 (2.817841132481893) | > loss_kl: 1.7964683771133423 (1.68645974000295) | > loss_feat: 7.0187530517578125 (6.285934925079346) | > loss_mel: 22.842100143432617 (23.198284149169922) | > loss_duration: 2.1618146896362305 (2.2947301864624023) | > loss_1: 36.53974533081055 (36.283250172932945)  --> STEP: 4 | > loss_disc: 1.8657041788101196 (2.1294691264629364) | > loss_disc_real_0: 0.10514562577009201 (0.1267783585935831) | > loss_disc_real_1: 0.16358792781829834 (0.17107906937599182) | > loss_disc_real_2: 0.21080966293811798 (0.24972913786768913) | > loss_disc_real_3: 0.1699400395154953 (0.2314232625067234) | > loss_disc_real_4: 0.15752358734607697 (0.22605449706315994) | > loss_disc_real_5: 0.24890153110027313 (0.2692020945250988) | > loss_0: 1.8657041788101196 (2.1294691264629364) | > loss_gen: 2.968205451965332 (2.8554322123527527) | > loss_kl: 1.5712425708770752 (1.6576554477214813) | > loss_feat: 8.257680892944336 (6.778871417045593) | > loss_mel: 17.861902236938477 (21.86418867111206) | > loss_duration: 2.296520233154297 (2.295177698135376) | > loss_1: 32.95555114746094 (35.45132541656494)  --> STEP: 5 | > loss_disc: 2.6265079975128174 (2.2288769006729128) | > loss_disc_real_0: 0.14104503393173218 (0.1296316936612129) | > loss_disc_real_1: 0.30823925137519836 (0.19851110577583314) | > loss_disc_real_2: 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loss_disc_real_5: 0.2543748915195465 (0.2703830475608508) | > loss_0: 2.0961902141571045 (2.206762452920278) | > loss_gen: 2.4867963790893555 (2.699581027030945) | > loss_kl: 1.3430986404418945 (1.4845460454622905) | > loss_feat: 7.049497604370117 (6.4379236698150635) | > loss_mel: 22.866954803466797 (21.999307950337727) | > loss_duration: 2.094334602355957 (2.2657809257507324) | > loss_1: 35.84068298339844 (34.887139638264976)  --> STEP: 7 | > loss_disc: 2.450639247894287 (2.241601995059422) | > loss_disc_real_0: 0.08647264540195465 (0.11519550957850047) | > loss_disc_real_1: 0.2641477882862091 (0.1927942250456129) | > loss_disc_real_2: 0.1725761592388153 (0.23468389894281114) | > loss_disc_real_3: 0.21507078409194946 (0.2199337695326124) | > loss_disc_real_4: 0.27716097235679626 (0.22784423189503805) | > loss_disc_real_5: 0.3467422127723694 (0.28129149973392487) | > loss_0: 2.450639247894287 (2.241601995059422) | > loss_gen: 2.4495456218719482 (2.6638616834368025) | > loss_kl: 1.8422191143035889 (1.5356421981539046) | > loss_feat: 7.452883720397949 (6.5829179627554755) | > loss_mel: 23.03363800048828 (22.14706938607352) | > loss_duration: 2.334592342376709 (2.2756111281258717) | > loss_1: 37.11288070678711 (35.20510264805385)  --> STEP: 8 | > loss_disc: 2.323324203491211 (2.2518172711133957) | > loss_disc_real_0: 0.12108933925628662 (0.11593223828822374) | > loss_disc_real_1: 0.2545163035392761 (0.20050948485732079) | > loss_disc_real_2: 0.31059056520462036 (0.2441722322255373) | > loss_disc_real_3: 0.18404163420200348 (0.21544725261628628) | > loss_disc_real_4: 0.1733037382364273 (0.22102667018771172) | > loss_disc_real_5: 0.270201176404953 (0.2799052093178034) | > loss_0: 2.323324203491211 (2.2518172711133957) | > loss_gen: 2.6107876300811768 (2.6572274267673492) | > loss_kl: 1.9952715635299683 (1.5930958688259125) | > loss_feat: 7.954155921936035 (6.754322707653046) | > loss_mel: 23.066009521484375 (22.261936902999878) | > loss_duration: 2.197549819946289 (2.265853464603424) | > loss_1: 37.82377624511719 (35.53243684768677)  --> STEP: 9 | > loss_disc: 2.57185697555542 (2.2873772382736206) | > loss_disc_real_0: 0.15614259243011475 (0.12040005541510052) | > loss_disc_real_1: 0.2448018491268158 (0.20543085866504246) | > loss_disc_real_2: 0.26324865221977234 (0.24629183444711897) | > loss_disc_real_3: 0.2782648801803589 (0.22242698901229435) | > loss_disc_real_4: 0.24623160064220428 (0.22382721801598868) | > loss_disc_real_5: 0.2940159738063812 (0.2814730720387565) | > loss_0: 2.57185697555542 (2.2873772382736206) | > loss_gen: 2.573427200317383 (2.6479162904951306) | > loss_kl: 1.6381391286849976 (1.598100675476922) | > loss_feat: 6.715847015380859 (6.7500476307339135) | > loss_mel: 22.692874908447266 (22.309818903605144) | > loss_duration: 2.103837251663208 (2.2478516631656222) | > loss_1: 35.72412109375 (35.55373509724935)  --> STEP: 10 | > loss_disc: 2.0599677562713623 (2.264636290073395) | > loss_disc_real_0: 0.17472447454929352 (0.1258324973285198) | > loss_disc_real_1: 0.19953911006450653 (0.20484168380498885) | > loss_disc_real_2: 0.2750164270401001 (0.24916429370641707) | > loss_disc_real_3: 0.15121297538280487 (0.2153055876493454) | > loss_disc_real_4: 0.1920633614063263 (0.22065083235502242) | > loss_disc_real_5: 0.25699713826179504 (0.2790254786610603) | > loss_0: 2.0599677562713623 (2.264636290073395) | > loss_gen: 3.0321152210235596 (2.6863361835479735) | > loss_kl: 1.4845736026763916 (1.5867479681968688) | > loss_feat: 7.086932182312012 (6.783736085891723) | > loss_mel: 20.176498413085938 (22.096486854553223) | > loss_duration: 2.259613037109375 (2.2490278005599977) | > loss_1: 34.03973388671875 (35.402334976196286)  --> STEP: 11 | > loss_disc: 2.2409353256225586 (2.2624816569415005) | > loss_disc_real_0: 0.15414896607398987 (0.12840672175992618) | > loss_disc_real_1: 0.35564926266670227 (0.21855146370150827) | > loss_disc_real_2: 0.3179827928543091 (0.25542052090168) | > loss_disc_real_3: 0.2509145438671112 (0.2185427654873241) | > loss_disc_real_4: 0.28118863701820374 (0.22615426914258438) | > loss_disc_real_5: 0.2601248025894165 (0.27730723538182) | > loss_0: 2.2409353256225586 (2.2624816569415005) | > loss_gen: 3.5632615089416504 (2.7660566676746714) | > loss_kl: 1.4130975008010864 (1.5709615620699795) | > loss_feat: 7.052358150482178 (6.808156273581765) | > loss_mel: 20.51375961303711 (21.95260255986994) | > loss_duration: 2.4293158054351807 (2.265417619185014) | > loss_1: 34.97179412841797 (35.36319489912553)  --> STEP: 12 | > loss_disc: 1.9969912767410278 (2.240357458591461) | > loss_disc_real_0: 0.10245231539011002 (0.1262438545624415) | > loss_disc_real_1: 0.18512554466724396 (0.2157659704486529) | > loss_disc_real_2: 0.26001647114753723 (0.25580351675550145) | > loss_disc_real_3: 0.28503626585006714 (0.2240838905175527) | > loss_disc_real_4: 0.2614177465438843 (0.22909289225935936) | > loss_disc_real_5: 0.32856515049934387 (0.2815787283082803) | > loss_0: 1.9969912767410278 (2.240357458591461) | > loss_gen: 3.4752237796783447 (2.825153927008311) | > loss_kl: 1.3202685117721558 (1.550070474545161) | > loss_feat: 7.395553112030029 (6.857106010119121) | > loss_mel: 23.05309295654297 (22.044310092926025) | > loss_duration: 2.2316346168518066 (2.26260236899058) | > loss_1: 37.475772857666016 (35.53924306233724)  --> STEP: 13 | > loss_disc: 2.108812093734741 (2.2302385843717136) | > loss_disc_real_0: 0.07816945016384125 (0.12254582345485687) | > loss_disc_real_1: 0.20051085948944092 (0.21459250037486738) | > loss_disc_real_2: 0.292608380317688 (0.2586346601064389) | > loss_disc_real_3: 0.28029781579971313 (0.22840803861618042) | > loss_disc_real_4: 0.18411333858966827 (0.22563292659246004) | > loss_disc_real_5: 0.2686674892902374 (0.2805855560761232) | > loss_0: 2.108812093734741 (2.2302385843717136) | > loss_gen: 3.017049789428711 (2.8399151471944957) | > loss_kl: 1.2281514406204224 (1.5253074719355657) | > loss_feat: 8.550387382507324 (6.987358423379751) | > loss_mel: 19.15947151184082 (21.82239943284255) | > loss_duration: 2.0784530639648438 (2.2484370378347545) | > loss_1: 34.03351593017578 (35.42341789832482)  --> STEP: 14 | > loss_disc: 2.580730438232422 (2.2552737167903354) | > loss_disc_real_0: 0.14472755789756775 (0.12413023305790764) | > loss_disc_real_1: 0.25148093700408936 (0.21722738870552608) | > loss_disc_real_2: 0.24513795971870422 (0.25767061007874353) | > loss_disc_real_3: 0.3022061586380005 (0.23367933290345327) | > loss_disc_real_4: 0.28693172335624695 (0.23001141207558767) | > loss_disc_real_5: 0.4566632807254791 (0.29316253640822004) | > loss_0: 2.580730438232422 (2.2552737167903354) | > loss_gen: 2.852595567703247 (2.8408208915165494) | > loss_kl: 1.7454450130462646 (1.5410315820149012) | > loss_feat: 6.2827372550964355 (6.937028339930943) | > loss_mel: 20.69420051574707 (21.741813795907156) | > loss_duration: 2.3298850059509277 (2.2542547498430525) | > loss_1: 33.90486145019531 (35.31494958060129)  --> STEP: 15 | > loss_disc: 2.69063138961792 (2.284297561645508) | > loss_disc_real_0: 0.19405651092529297 (0.12879198491573335) | > loss_disc_real_1: 0.2110147625207901 (0.21681321362654368) | > loss_disc_real_2: 0.1989220380783081 (0.2537540386120478) | > loss_disc_real_3: 0.2646505534648895 (0.23574408094088237) | > loss_disc_real_4: 0.27345848083496094 (0.23290788332621257) | > loss_disc_real_5: 0.41481560468673706 (0.30127274096012113) | > loss_0: 2.69063138961792 (2.284297561645508) | > loss_gen: 2.489436626434326 (2.8173952738444012) | > loss_kl: 1.1728078126907349 (1.5164833307266234) | > loss_feat: 6.220433235168457 (6.889255332946777) | > loss_mel: 21.266029357910156 (21.710094833374022) | > loss_duration: 2.2732291221618652 (2.25551970799764) | > loss_1: 33.42193603515625 (35.18874867757162)  --> STEP: 16 | > loss_disc: 2.1939656734466553 (2.2786518186330795) | > loss_disc_real_0: 0.09822213649749756 (0.1268813693895936) | > loss_disc_real_1: 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loss_disc_real_4: 0.2841390371322632 (0.23455084334401524) | > loss_disc_real_5: 0.28259700536727905 (0.29827601331121784) | > loss_0: 2.334897518157959 (2.2819603891933666) | > loss_gen: 3.555297613143921 (2.875519065295949) | > loss_kl: 1.5856194496154785 (1.5239378494374893) | > loss_feat: 6.355142116546631 (6.92963384179508) | > loss_mel: 20.842761993408203 (21.568839017082663) | > loss_duration: 2.337843418121338 (2.2644984581891228) | > loss_1: 34.676666259765625 (35.162428463206574)  --> STEP: 18 | > loss_disc: 2.090878486633301 (2.2713447279400296) | > loss_disc_real_0: 0.20595979690551758 (0.13369405435191262) | > loss_disc_real_1: 0.19148752093315125 (0.22175308813651404) | > loss_disc_real_2: 0.26430243253707886 (0.2648632667130894) | > loss_disc_real_3: 0.23018400371074677 (0.24178415950801638) | > loss_disc_real_4: 0.16031546890735626 (0.23042665587531197) | > loss_disc_real_5: 0.2956327199935913 (0.2981291636824608) | > loss_0: 2.090878486633301 (2.2713447279400296) | > 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loss_disc_real_2: 0.4369264245033264 (0.2794422751123255) | > loss_disc_real_3: 0.19914239645004272 (0.24348326907916504) | > loss_disc_real_4: 0.11506712436676025 (0.22439616241238333) | > loss_disc_real_5: 0.1484958976507187 (0.2937255271456458) | > loss_0: 2.250980854034424 (2.278084418990395) | > loss_gen: 2.636164426803589 (2.9176976030523125) | > loss_kl: 1.4911656379699707 (1.501236232844266) | > loss_feat: 8.164851188659668 (7.13366471637379) | > loss_mel: 22.433094024658203 (21.517491340637207) | > loss_duration: 2.157407283782959 (2.2563210075551816) | > loss_1: 36.88268280029297 (35.32641116055575)  --> STEP: 23 | > loss_disc: 2.0478358268737793 (2.2680736106374986) | > loss_disc_real_0: 0.14342951774597168 (0.13348138073216315) | > loss_disc_real_1: 0.2386825829744339 (0.23104867079983588) | > loss_disc_real_2: 0.3629032075405121 (0.28307101130485535) | > loss_disc_real_3: 0.22095079720020294 (0.24250359638877536) | > loss_disc_real_4: 0.17177346348762512 (0.2221082189808721) | > loss_disc_real_5: 0.18996962904930115 (0.2892144011414569) | > loss_0: 2.0478358268737793 (2.2680736106374986) | > loss_gen: 3.3212597370147705 (2.935243782789811) | > loss_kl: 1.7062712907791138 (1.5101508005805637) | > loss_feat: 8.745471000671387 (7.203743250473686) | > loss_mel: 21.69717025756836 (21.5253034674603) | > loss_duration: 2.3333323001861572 (2.2596693246260937) | > loss_1: 37.80350112915039 (35.434110724407695)  --> STEP: 24 | > loss_disc: 2.6778297424316406 (2.285146782795588) | > loss_disc_real_0: 0.12429220229387283 (0.13309849829723439) | > loss_disc_real_1: 0.22813566029071808 (0.23092729536195597) | > loss_disc_real_2: 0.35353919863700867 (0.2860071857770284) | > loss_disc_real_3: 0.31120526790618896 (0.24536616603533426) | > loss_disc_real_4: 0.30594635009765625 (0.22560147444407144) | > loss_disc_real_5: 0.44094979763031006 (0.29553670932849246) | > loss_0: 2.6778297424316406 (2.285146782795588) | > loss_gen: 2.7652013301849365 (2.928158680597941) | > loss_kl: 1.7615424394607544 (1.5206254522005718) | > loss_feat: 5.555319786071777 (7.13505893945694) | > loss_mel: 19.461301803588867 (21.439303398132324) | > loss_duration: 2.4338018894195557 (2.2669248481591544) | > loss_1: 31.9771671295166 (35.290071407953896)  --> STEP: 25 | > loss_disc: 2.671417713165283 (2.300597620010376) | > loss_disc_real_0: 0.20025581121444702 (0.1357847908139229) | > loss_disc_real_1: 0.19505426287651062 (0.22949237406253814) | > loss_disc_real_2: 0.31473857164382935 (0.2871564412117004) | > loss_disc_real_3: 0.2229641228914261 (0.24447008430957795) | > loss_disc_real_4: 0.27432677149772644 (0.22755048632621766) | > loss_disc_real_5: 0.3632177710533142 (0.29824395179748536) | > loss_0: 2.671417713165283 (2.300597620010376) | > loss_gen: 2.432312488555908 (2.90832483291626) | > loss_kl: 1.7007781267166138 (1.5278315591812133) | > loss_feat: 6.773100852966309 (7.120580615997315) | > loss_mel: 20.617149353027344 (21.406417236328124) | > loss_duration: 2.3708748817443848 (2.2710828495025637) | > loss_1: 33.89421463012695 (35.23423713684082)  --> STEP: 26 | > loss_disc: 2.724640130996704 (2.316906947356004) | > loss_disc_real_0: 0.07637985050678253 (0.13349998541749442) | > loss_disc_real_1: 0.16776911914348602 (0.22711840271949768) | > loss_disc_real_2: 0.15124531090259552 (0.2819290900459656) | > loss_disc_real_3: 0.13327760994434357 (0.24019345068014586) | > loss_disc_real_4: 0.08185819536447525 (0.22194693667384294) | > loss_disc_real_5: 0.15582022070884705 (0.29276611598638386) | > loss_0: 2.724640130996704 (2.316906947356004) | > loss_gen: 1.659662127494812 (2.860299344246204) | > loss_kl: 1.7600713968276978 (1.5367638606291552) | > loss_feat: 11.177470207214355 (7.276614831044124) | > loss_mel: 23.91345977783203 (21.50284194946289) | > loss_duration: 2.330026149749756 (2.273349899512071) | > loss_1: 40.8406867980957 (35.44986981611986) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024202878658588114 (-0.0002069564966055066) | > avg_loss_disc: 2.316906947356004 (-0.27489542044126036) | > avg_loss_disc_real_0: 0.13349998541749442 (-0.047593989051305324) | > avg_loss_disc_real_1: 0.22711840271949768 (-0.014293784418931366) | > avg_loss_disc_real_2: 0.2819290900459656 (-0.05092311478578132) | > avg_loss_disc_real_3: 0.24019345068014586 (-0.10988101821679336) | > avg_loss_disc_real_4: 0.22194693667384294 (-0.15152196041666546) | > avg_loss_disc_real_5: 0.29276611598638386 (-0.061136082387887536) | > avg_loss_0: 2.316906947356004 (-0.27489542044126036) | > avg_loss_gen: 2.860299344246204 (-0.47339099645614624) | > avg_loss_kl: 1.5367638606291552 (-0.13582701866443325) | > avg_loss_feat: 7.276614831044124 (+0.16419223638681224) | > avg_loss_mel: 21.50284194946289 (-1.016453742980957) | > avg_loss_duration: 2.273349899512071 (-0.02146488886613085) | > avg_loss_1: 35.44986981611986 (-1.4829444151658393)  > EPOCH: 24/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:01:04)   --> TIME: 2024-06-10 16:01:07 -- STEP: 4/330 -- GLOBAL_STEP: 95925 | > loss_disc: 2.384011745452881 (2.286951422691345) | > loss_disc_real_0: 0.16034626960754395 (0.14960065484046936) | > loss_disc_real_1: 0.2534014582633972 (0.2324066385626793) | > loss_disc_real_2: 0.24582047760486603 (0.2110753059387207) | > loss_disc_real_3: 0.1886838674545288 (0.1938725858926773) | > loss_disc_real_4: 0.16578888893127441 (0.1950557455420494) | > loss_disc_real_5: 0.20063157379627228 (0.2400185689330101) | > loss_0: 2.384011745452881 (2.286951422691345) | > grad_norm_0: tensor(26.3687, device='cuda:0') (tensor(23.3411, device='cuda:0')) | > loss_gen: 2.1619675159454346 (2.5493327379226685) | > loss_kl: 1.6112337112426758 (1.5701522529125214) | > loss_feat: 5.877496242523193 (6.352369666099548) | > loss_mel: 22.289295196533203 (21.68466091156006) | > loss_duration: 2.5158634185791016 (2.4559682607650757) | > loss_1: 34.45585632324219 (34.612483978271484) | > grad_norm_1: tensor(179.1707, device='cuda:0') (tensor(135.8399, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.3257 (0.328866183757782) | > loader_time: 0.0027 (0.0028119683265686035)  --> TIME: 2024-06-10 16:01:15 -- STEP: 29/330 -- GLOBAL_STEP: 95950 | > loss_disc: 2.164686679840088 (2.2438542226265215) | > loss_disc_real_0: 0.09127466380596161 (0.12457588597618299) | > loss_disc_real_1: 0.15716777741909027 (0.20771158717829605) | > loss_disc_real_2: 0.19955354928970337 (0.22011675557185864) | > loss_disc_real_3: 0.23568536341190338 (0.22076317256894604) | > loss_disc_real_4: 0.1926492303609848 (0.2041499655822228) | > loss_disc_real_5: 0.20808839797973633 (0.21485700227063279) | > loss_0: 2.164686679840088 (2.2438542226265215) | > grad_norm_0: tensor(6.4867, device='cuda:0') (tensor(17.8965, device='cuda:0')) | > loss_gen: 2.508256196975708 (2.6516001306731125) | > loss_kl: 1.5526199340820312 (1.5044361763987049) | > loss_feat: 7.547956943511963 (6.79963337141892) | > loss_mel: 22.3603458404541 (21.4624106966216) | > loss_duration: 2.155111312866211 (2.2178677032733787) | > loss_1: 36.124290466308594 (34.63594831269362) | > grad_norm_1: tensor(126.9788, device='cuda:0') (tensor(146.0943, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.3447 (0.3374804217239906) | > loader_time: 0.0031 (0.0030093768547321187)  --> TIME: 2024-06-10 16:01:24 -- STEP: 54/330 -- GLOBAL_STEP: 95975 | > loss_disc: 2.0911145210266113 (2.211855186356438) | > loss_disc_real_0: 0.1517677903175354 (0.12184065745936498) | > loss_disc_real_1: 0.19264116883277893 (0.2041896700307175) | > loss_disc_real_2: 0.21505865454673767 (0.21795443969744224) | > loss_disc_real_3: 0.18629035353660583 (0.21998284150052955) | > loss_disc_real_4: 0.1968824863433838 (0.2013854307157022) | > loss_disc_real_5: 0.17746448516845703 (0.2069624251237622) | > loss_0: 2.0911145210266113 (2.211855186356438) | > grad_norm_0: tensor(8.0807, device='cuda:0') (tensor(16.5345, device='cuda:0')) | > loss_gen: 2.6482911109924316 (2.6871718918835676) | > loss_kl: 1.4708260297775269 (1.4696338728622154) | > loss_feat: 6.853814125061035 (6.950820843378703) | > loss_mel: 21.10881805419922 (21.426731674759477) | > loss_duration: 2.1285879611968994 (2.170032523296498) | > loss_1: 34.2103385925293 (34.70439070242422) | > grad_norm_1: tensor(111.0558, device='cuda:0') (tensor(164.5519, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.354 (0.34820720001503275) | > loader_time: 0.0032 (0.0031604457784582068)  --> TIME: 2024-06-10 16:01:33 -- STEP: 79/330 -- GLOBAL_STEP: 96000 | > loss_disc: 2.1111807823181152 (2.1980692193477966) | > loss_disc_real_0: 0.12352929264307022 (0.11666804561509361) | > loss_disc_real_1: 0.24485117197036743 (0.20207408598706691) | > loss_disc_real_2: 0.23566178977489471 (0.21389844259129295) | > loss_disc_real_3: 0.2236785739660263 (0.21667542204826692) | > loss_disc_real_4: 0.18697041273117065 (0.20145462151569654) | > loss_disc_real_5: 0.21112042665481567 (0.20643704601480992) | > loss_0: 2.1111807823181152 (2.1980692193477966) | > grad_norm_0: tensor(6.3884, device='cuda:0') (tensor(14.8487, device='cuda:0')) | > loss_gen: 2.943345785140991 (2.6985886368570444) | > loss_kl: 1.4497990608215332 (1.4540262931509862) | > loss_feat: 7.0636091232299805 (7.065427122236807) | > loss_mel: 21.612228393554688 (21.370982978917368) | > loss_duration: 2.0569114685058594 (2.148972070669827) | > loss_1: 35.125892639160156 (34.73799688604813) | > grad_norm_1: tensor(76.2747, device='cuda:0') (tensor(158.4269, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.4039 (0.35154333597497095) | > loader_time: 0.0033 (0.0032611134686047526) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_96000.pth  --> TIME: 2024-06-10 16:01:47 -- STEP: 104/330 -- GLOBAL_STEP: 96025 | > loss_disc: 2.1486003398895264 (2.194439583099806) | > loss_disc_real_0: 0.10507169365882874 (0.1165060860176499) | > loss_disc_real_1: 0.20748969912528992 (0.20200057829228732) | > loss_disc_real_2: 0.20711326599121094 (0.21324372463501418) | > loss_disc_real_3: 0.22261539101600647 (0.21634329640521452) | > loss_disc_real_4: 0.18409010767936707 (0.20263811243841282) | > loss_disc_real_5: 0.19647614657878876 (0.20404008790277517) | > loss_0: 2.1486003398895264 (2.194439583099806) | > grad_norm_0: tensor(6.7771, device='cuda:0') (tensor(13.9792, device='cuda:0')) | > loss_gen: 2.675344944000244 (2.69343560704818) | > loss_kl: 1.3519636392593384 (1.4369465433634245) | > loss_feat: 7.218227863311768 (7.087338676819434) | > loss_mel: 20.956838607788086 (21.375914115172147) | > loss_duration: 2.153748035430908 (2.1429460507172817) | > loss_1: 34.35612487792969 (34.73658077533428) | > grad_norm_1: tensor(75.2925, device='cuda:0') (tensor(156.6529, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.3535 (0.3533879839456998) | > loader_time: 0.0035 (0.0033568716966188876)  --> TIME: 2024-06-10 16:01:56 -- STEP: 129/330 -- GLOBAL_STEP: 96050 | > loss_disc: 2.295548439025879 (2.1925598466119105) | > loss_disc_real_0: 0.1680653840303421 (0.11700407513814379) | > loss_disc_real_1: 0.1860916018486023 (0.20180267164873522) | > loss_disc_real_2: 0.24710701406002045 (0.21296293213385944) | > loss_disc_real_3: 0.24465546011924744 (0.2160755905301072) | > loss_disc_real_4: 0.24409706890583038 (0.20333878938541855) | > loss_disc_real_5: 0.23824608325958252 (0.20451389657434568) | > loss_0: 2.295548439025879 (2.1925598466119105) | > grad_norm_0: tensor(51.8319, device='cuda:0') (tensor(13.9697, device='cuda:0')) | > loss_gen: 2.7792303562164307 (2.6934002591658) | > loss_kl: 1.503293514251709 (1.4368981936181238) | > loss_feat: 6.538456439971924 (7.116479001303976) | > loss_mel: 21.993587493896484 (21.320868736089647) | > loss_duration: 2.118363380432129 (2.14003907432852) | > loss_1: 34.93292999267578 (34.70768510093986) | > grad_norm_1: tensor(379.5530, device='cuda:0') (tensor(158.2708, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.3503 (0.3547303750533466) | > loader_time: 0.005 (0.003464264463084613)  --> TIME: 2024-06-10 16:02:06 -- STEP: 154/330 -- GLOBAL_STEP: 96075 | > loss_disc: 2.2650766372680664 (2.187323356603647) | > loss_disc_real_0: 0.11843954026699066 (0.11709879716108372) | > loss_disc_real_1: 0.18183153867721558 (0.20223539825770764) | > loss_disc_real_2: 0.20830154418945312 (0.21212433278560644) | > loss_disc_real_3: 0.24385786056518555 (0.2165950059697225) | > loss_disc_real_4: 0.23946508765220642 (0.2034684645084592) | > loss_disc_real_5: 0.2483655959367752 (0.20306627084682513) | > loss_0: 2.2650766372680664 (2.187323356603647) | > grad_norm_0: tensor(5.3400, device='cuda:0') (tensor(13.8184, device='cuda:0')) | > loss_gen: 2.7513856887817383 (2.702399150117649) | > loss_kl: 1.4213725328445435 (1.4286596968576502) | > loss_feat: 6.798299312591553 (7.151943677431577) | > loss_mel: 21.23023796081543 (21.30856401270085) | > loss_duration: 2.1146504878997803 (2.1394070046288647) | > loss_1: 34.31594467163086 (34.73097337995257) | > grad_norm_1: tensor(176.3300, device='cuda:0') (tensor(156.5882, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.3512 (0.35602985109601704) | > loader_time: 0.004 (0.00357718901200728)  --> TIME: 2024-06-10 16:02:15 -- STEP: 179/330 -- GLOBAL_STEP: 96100 | > loss_disc: 2.1097753047943115 (2.1988775104117773) | > loss_disc_real_0: 0.09879352152347565 (0.11698962702264999) | > loss_disc_real_1: 0.15237194299697876 (0.20287784609381712) | > loss_disc_real_2: 0.19743624329566956 (0.21314268122172225) | > loss_disc_real_3: 0.1946503072977066 (0.2170787203911296) | > loss_disc_real_4: 0.1876048594713211 (0.2049006553335563) | > loss_disc_real_5: 0.2080211192369461 (0.20493675443713225) | > loss_0: 2.1097753047943115 (2.1988775104117773) | > grad_norm_0: tensor(24.2932, device='cuda:0') (tensor(13.8002, device='cuda:0')) | > loss_gen: 2.592679738998413 (2.6895533793465383) | > loss_kl: 1.403314471244812 (1.4336566279054357) | > loss_feat: 7.09661865234375 (7.123983745468395) | > loss_mel: 21.394071578979492 (21.330095834572212) | > loss_duration: 2.171062469482422 (2.1426445558750453) | > loss_1: 34.657745361328125 (34.719933962688756) | > grad_norm_1: tensor(136.2490, device='cuda:0') (tensor(153.4362, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.3733 (0.3581253030446653) | > loader_time: 0.0046 (0.0037330302446248144)  --> TIME: 2024-06-10 16:02:25 -- STEP: 204/330 -- GLOBAL_STEP: 96125 | > loss_disc: 2.2200417518615723 (2.1965180623765073) | > loss_disc_real_0: 0.13149911165237427 (0.11684590665733113) | > loss_disc_real_1: 0.30759721994400024 (0.2031907610887406) | > loss_disc_real_2: 0.22260676324367523 (0.2130092151609122) | > loss_disc_real_3: 0.21891599893569946 (0.21595933887304042) | > loss_disc_real_4: 0.18966566026210785 (0.20434875194640725) | > loss_disc_real_5: 0.17423459887504578 (0.2038537167450961) | > loss_0: 2.2200417518615723 (2.1965180623765073) | > grad_norm_0: tensor(29.7129, device='cuda:0') (tensor(13.6194, device='cuda:0')) | > loss_gen: 2.6534597873687744 (2.690333166543175) | > loss_kl: 1.4167786836624146 (1.437831031341179) | > loss_feat: 6.879025936126709 (7.143265642371833) | > loss_mel: 20.779592514038086 (21.307551757962088) | > loss_duration: 2.1258716583251953 (2.1475260771957108) | > loss_1: 33.85472869873047 (34.72650750478109) | > grad_norm_1: tensor(142.9401, device='cuda:0') (tensor(148.8444, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.387 (0.3609293103218077) | > loader_time: 0.0052 (0.003856203135322122)  --> TIME: 2024-06-10 16:02:35 -- STEP: 229/330 -- GLOBAL_STEP: 96150 | > loss_disc: 2.0659866333007812 (2.1920016748936404) | > loss_disc_real_0: 0.10964597761631012 (0.11587528344325103) | > loss_disc_real_1: 0.18462149798870087 (0.202866432057718) | > loss_disc_real_2: 0.1835574209690094 (0.21297427250568526) | > loss_disc_real_3: 0.17683321237564087 (0.215292195240483) | > loss_disc_real_4: 0.1896616816520691 (0.2040254568689255) | > loss_disc_real_5: 0.16441799700260162 (0.20366399230915386) | > loss_0: 2.0659866333007812 (2.1920016748936404) | > grad_norm_0: tensor(17.0036, device='cuda:0') (tensor(14.0549, device='cuda:0')) | > loss_gen: 2.722374677658081 (2.6973665301976766) | > loss_kl: 1.5379538536071777 (1.441143692841176) | > loss_feat: 7.605430603027344 (7.178315006489316) | > loss_mel: 21.704620361328125 (21.300734174303606) | > loss_duration: 2.2348287105560303 (2.153864783491111) | > loss_1: 35.80521011352539 (34.77142409778578) | > grad_norm_1: tensor(277.9360, device='cuda:0') (tensor(160.3008, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.4113 (0.3640428849182794) | > loader_time: 0.0049 (0.0039846262036452645)  --> TIME: 2024-06-10 16:02:45 -- STEP: 254/330 -- GLOBAL_STEP: 96175 | > loss_disc: 2.442033052444458 (2.1865465993017654) | > loss_disc_real_0: 0.13901548087596893 (0.11500892092979799) | > loss_disc_real_1: 0.20273765921592712 (0.20240267102173934) | > loss_disc_real_2: 0.25827282667160034 (0.2124356853915012) | > loss_disc_real_3: 0.22123098373413086 (0.21451106209923898) | > loss_disc_real_4: 0.24831824004650116 (0.20381355666973464) | > loss_disc_real_5: 0.23641017079353333 (0.20335339344157946) | > loss_0: 2.442033052444458 (2.1865465993017654) | > grad_norm_0: tensor(50.7300, device='cuda:0') (tensor(14.7047, device='cuda:0')) | > loss_gen: 2.6823651790618896 (2.7088651685264167) | > loss_kl: 1.3827128410339355 (1.4390828806584277) | > loss_feat: 7.66681432723999 (7.22336014424722) | > loss_mel: 20.752281188964844 (21.279946131969055) | > loss_duration: 2.1742725372314453 (2.159284329789831) | > loss_1: 34.658447265625 (34.81053856226402) | > grad_norm_1: tensor(129.0128, device='cuda:0') (tensor(169.9070, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.4131 (0.3682237581943901) | > loader_time: 0.0052 (0.004113817778159314)  --> TIME: 2024-06-10 16:02:56 -- STEP: 279/330 -- GLOBAL_STEP: 96200 | > loss_disc: 2.333775520324707 (2.1848132738503074) | > loss_disc_real_0: 0.09162593632936478 (0.1129902601375588) | > loss_disc_real_1: 0.20706620812416077 (0.20268481750855735) | > loss_disc_real_2: 0.2085174322128296 (0.2126128154416238) | > loss_disc_real_3: 0.23646491765975952 (0.21488541081601142) | > loss_disc_real_4: 0.270904541015625 (0.2034967254620299) | > loss_disc_real_5: 0.19168837368488312 (0.20334083589601684) | > loss_0: 2.333775520324707 (2.1848132738503074) | > grad_norm_0: tensor(24.0988, device='cuda:0') (tensor(15.8297, device='cuda:0')) | > loss_gen: 2.8883838653564453 (2.7268081548820686) | > loss_kl: 1.4819002151489258 (1.4403158306648232) | > loss_feat: 8.002263069152832 (7.2892427376094275) | > loss_mel: 19.47667694091797 (21.242561764187275) | > loss_duration: 2.2261881828308105 (2.1667511394801546) | > loss_1: 34.07541275024414 (34.86567960759645) | > grad_norm_1: tensor(84.5081, device='cuda:0') (tensor(174.2276, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.4573 (0.3729184366041613) | > loader_time: 0.0055 (0.004274686177571614)  --> TIME: 2024-06-10 16:03:08 -- STEP: 304/330 -- GLOBAL_STEP: 96225 | > loss_disc: 2.492605447769165 (2.1831856397421734) | > loss_disc_real_0: 0.1379757821559906 (0.11194601055773855) | > loss_disc_real_1: 0.19513778388500214 (0.20330112417669674) | > loss_disc_real_2: 0.16982437670230865 (0.21253497579968283) | > loss_disc_real_3: 0.2572225332260132 (0.2149825544635716) | > loss_disc_real_4: 0.261120080947876 (0.20324599828669113) | > loss_disc_real_5: 0.17934995889663696 (0.20392196037267382) | > loss_0: 2.492605447769165 (2.1831856397421734) | > grad_norm_0: tensor(5.7572, device='cuda:0') (tensor(16.8489, device='cuda:0')) | > loss_gen: 2.8197250366210938 (2.742104862865649) | > loss_kl: 1.5072014331817627 (1.4413260284223057) | > loss_feat: 9.489645004272461 (7.34498499098577) | > loss_mel: 21.010717391967773 (21.208976431896804) | > loss_duration: 2.2982659339904785 (2.175482018213524) | > loss_1: 37.12555694580078 (34.91287430336601) | > grad_norm_1: tensor(274.9211, device='cuda:0') (tensor(180.8316, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.4621 (0.3793877033810865) | > loader_time: 0.0064 (0.004442181242139715)  --> TIME: 2024-06-10 16:03:36 -- STEP: 329/330 -- GLOBAL_STEP: 96250 | > loss_disc: 2.20497465133667 (2.1916970666781013) | > loss_disc_real_0: 0.20609985291957855 (0.11470785570588515) | > loss_disc_real_1: 0.2341015338897705 (0.20435654030020114) | > loss_disc_real_2: 0.21511057019233704 (0.2121089111254932) | > loss_disc_real_3: 0.20728781819343567 (0.2157595583823676) | > loss_disc_real_4: 0.27307775616645813 (0.20409440797241263) | > loss_disc_real_5: 0.20795786380767822 (0.2043829155366834) | > loss_0: 2.20497465133667 (2.1916970666781013) | > grad_norm_0: tensor(9.5428, device='cuda:0') (tensor(17.1120, device='cuda:0')) | > loss_gen: 2.649844169616699 (2.737746907584935) | > loss_kl: 1.8951747417449951 (1.4485198310080993) | > loss_feat: 12.022637367248535 (7.4396696221140015) | > loss_mel: 22.192068099975586 (21.185857975736567) | > loss_duration: 2.330044984817505 (2.188250499655774) | > loss_1: 41.08976745605469 (35.00004480819934) | > grad_norm_1: tensor(234.7533, device='cuda:0') (tensor(187.0137, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 14.1982 (0.43526474103376855) | > loader_time: 0.0344 (0.0048666790263631075)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.370180130004883 (2.370180130004883) | > loss_disc_real_0: 0.13730299472808838 (0.13730299472808838) | > loss_disc_real_1: 0.37662622332572937 (0.37662622332572937) | > loss_disc_real_2: 0.23046255111694336 (0.23046255111694336) | > loss_disc_real_3: 0.3091355562210083 (0.3091355562210083) | > loss_disc_real_4: 0.27329638600349426 (0.27329638600349426) | > loss_disc_real_5: 0.3028656542301178 (0.3028656542301178) | > loss_0: 2.370180130004883 (2.370180130004883) | > loss_gen: 3.002828598022461 (3.002828598022461) | > loss_kl: 1.5044227838516235 (1.5044227838516235) | > loss_feat: 5.31664514541626 (5.31664514541626) | > loss_mel: 20.178314208984375 (20.178314208984375) | > loss_duration: 2.8244810104370117 (2.8244810104370117) | > loss_1: 32.826690673828125 (32.826690673828125)  --> STEP: 1 | > loss_disc: 2.417299747467041 (2.417299747467041) | > loss_disc_real_0: 0.16116511821746826 (0.16116511821746826) | > loss_disc_real_1: 0.31366413831710815 (0.31366413831710815) | > loss_disc_real_2: 0.33631742000579834 (0.33631742000579834) | > loss_disc_real_3: 0.3377671539783478 (0.3377671539783478) | > loss_disc_real_4: 0.2623664140701294 (0.2623664140701294) | > loss_disc_real_5: 0.3354194462299347 (0.3354194462299347) | > loss_0: 2.417299747467041 (2.417299747467041) | > loss_gen: 3.1855530738830566 (3.1855530738830566) | > loss_kl: 2.29636287689209 (2.29636287689209) | > loss_feat: 5.847906589508057 (5.847906589508057) | > loss_mel: 20.53935432434082 (20.53935432434082) | > loss_duration: 2.284719228744507 (2.284719228744507) | > loss_1: 34.15389633178711 (34.15389633178711)  --> STEP: 2 | > loss_disc: 2.2645363807678223 (2.3409180641174316) | > loss_disc_real_0: 0.1367895007133484 (0.14897730946540833) | > loss_disc_real_1: 0.3810751736164093 (0.34736965596675873) | > loss_disc_real_2: 0.28866714239120483 (0.3124922811985016) | > loss_disc_real_3: 0.2749987840652466 (0.3063829690217972) | > loss_disc_real_4: 0.25111502408981323 (0.2567407190799713) | > loss_disc_real_5: 0.25060200691223145 (0.29301072657108307) | > loss_0: 2.2645363807678223 (2.3409180641174316) | > loss_gen: 3.085089921951294 (3.1353214979171753) | > loss_kl: 1.9484875202178955 (2.1224251985549927) | > loss_feat: 5.958584785461426 (5.903245687484741) | > loss_mel: 23.689455032348633 (22.114404678344727) | > loss_duration: 2.4035704135894775 (2.344144821166992) | > loss_1: 37.08518981933594 (35.61954307556152)  --> STEP: 3 | > loss_disc: 2.4063498973846436 (2.3627286752065024) | > loss_disc_real_0: 0.24241852760314941 (0.18012438217798868) | > loss_disc_real_1: 0.3688804507255554 (0.3545399208863576) | > loss_disc_real_2: 0.30828526616096497 (0.31108994285265607) | > loss_disc_real_3: 0.32100555300712585 (0.3112571636835734) | > loss_disc_real_4: 0.2794880270957947 (0.2643231550852458) | > loss_disc_real_5: 0.3303917646408081 (0.30547107259432477) | > loss_0: 2.4063498973846436 (2.3627286752065024) | > loss_gen: 3.5660791397094727 (3.278907378514608) | > loss_kl: 1.8427232503890991 (2.0291912158330283) | > loss_feat: 6.968923091888428 (6.258471488952637) | > loss_mel: 21.991626739501953 (22.07347869873047) | > loss_duration: 2.1294336318969727 (2.2725744247436523) | > loss_1: 36.498783111572266 (35.9126230875651)  --> STEP: 4 | > loss_disc: 1.6820077896118164 (2.192548453807831) | > loss_disc_real_0: 0.0832521915435791 (0.1559063345193863) | > loss_disc_real_1: 0.27614301443099976 (0.33494069427251816) | > loss_disc_real_2: 0.24646203219890594 (0.2949329651892185) | > loss_disc_real_3: 0.19729295372962952 (0.28276611119508743) | > loss_disc_real_4: 0.21211709082126617 (0.25127163901925087) | > loss_disc_real_5: 0.13447241485118866 (0.2627214081585407) | > loss_0: 1.6820077896118164 (2.192548453807831) | > loss_gen: 3.648836374282837 (3.371389627456665) | > loss_kl: 1.2327985763549805 (1.8300930559635162) | > loss_feat: 8.833744049072266 (6.902289628982544) | > loss_mel: 22.36492347717285 (22.146339893341064) | > loss_duration: 2.1794629096984863 (2.249296545982361) | > loss_1: 38.259765625 (36.49940872192383)  --> STEP: 5 | > loss_disc: 2.8178887367248535 (2.317616510391235) | > loss_disc_real_0: 0.3212025761604309 (0.1889655828475952) | > loss_disc_real_1: 0.498826801776886 (0.36771791577339175) | > loss_disc_real_2: 0.5037681460380554 (0.3367000013589859) | > loss_disc_real_3: 0.29958611726760864 (0.2861301124095917) | > loss_disc_real_4: 0.28885942697525024 (0.25878919661045074) | > loss_disc_real_5: 0.3133431375026703 (0.27284575402736666) | > loss_0: 2.8178887367248535 (2.317616510391235) | > loss_gen: 3.1641244888305664 (3.3299365997314454) | > loss_kl: 1.4658112525939941 (1.757236695289612) | > loss_feat: 4.411823749542236 (6.404196453094483) | > loss_mel: 21.55060577392578 (22.027193069458008) | > loss_duration: 2.366100788116455 (2.2726573944091797) | > loss_1: 32.958465576171875 (35.791220092773436)  --> STEP: 6 | > loss_disc: 2.391483783721924 (2.3299277226130166) | > loss_disc_real_0: 0.17133384943008423 (0.18602696061134338) | > loss_disc_real_1: 0.4927131235599518 (0.38855045040448505) | > loss_disc_real_2: 0.35261955857276917 (0.3393532608946164) | > loss_disc_real_3: 0.3178914487361908 (0.29142366846402484) | > loss_disc_real_4: 0.30776071548461914 (0.26695111642281216) | > loss_disc_real_5: 0.2821221649646759 (0.2743918225169182) | > loss_0: 2.391483783721924 (2.3299277226130166) | > loss_gen: 3.652872323989868 (3.3837592204411826) | > loss_kl: 1.811262845993042 (1.7662410537401836) | > loss_feat: 6.588560104370117 (6.434923728307088) | > loss_mel: 22.058855056762695 (22.03247006734212) | > loss_duration: 2.1391983032226562 (2.2504142125447593) | > loss_1: 36.25075149536133 (35.86780865987142)  --> STEP: 7 | > loss_disc: 2.2178421020507812 (2.313915491104126) | > loss_disc_real_0: 0.17502939701080322 (0.1844558800969805) | > loss_disc_real_1: 0.3091208338737488 (0.3772033623286656) | > loss_disc_real_2: 0.27087002992630005 (0.32956994218485697) | > loss_disc_real_3: 0.3484044671058655 (0.29956378255571636) | > loss_disc_real_4: 0.32215794920921326 (0.27483780682086945) | > loss_disc_real_5: 0.3373154401779175 (0.2833809107542038) | > loss_0: 2.2178421020507812 (2.313915491104126) | > loss_gen: 3.799917221069336 (3.4432103633880615) | > loss_kl: 1.8152724504470825 (1.7732455389840263) | > loss_feat: 6.76200008392334 (6.481648921966553) | > loss_mel: 24.196990966796875 (22.3416873386928) | > loss_duration: 2.3420021533966064 (2.263498204095023) | > loss_1: 38.91618347167969 (36.303290775844026)  --> STEP: 8 | > loss_disc: 2.2593958377838135 (2.307100534439087) | > loss_disc_real_0: 0.1467035412788391 (0.17973683774471283) | > loss_disc_real_1: 0.33282965421676636 (0.3716566488146782) | > loss_disc_real_2: 0.3127042055130005 (0.3274617251008749) | > loss_disc_real_3: 0.31700271368026733 (0.30174364894628525) | > loss_disc_real_4: 0.24437890946865082 (0.2710304446518421) | > loss_disc_real_5: 0.24673520028591156 (0.27880019694566727) | > loss_0: 2.2593958377838135 (2.307100534439087) | > loss_gen: 3.273372173309326 (3.4219805896282196) | > loss_kl: 2.2300872802734375 (1.8303507566452026) | > loss_feat: 7.411065578460693 (6.59782600402832) | > loss_mel: 21.37557601928711 (22.22092342376709) | > loss_duration: 2.1620359420776367 (2.2508154213428497) | > loss_1: 36.4521369934082 (36.32189655303955)  --> STEP: 9 | > loss_disc: 2.142488479614258 (2.288810306125217) | > loss_disc_real_0: 0.1646430343389511 (0.17805974847740597) | > loss_disc_real_1: 0.1974799484014511 (0.3523036821020974) | > loss_disc_real_2: 0.25247132778167725 (0.31912945873207516) | > loss_disc_real_3: 0.2969109117984772 (0.30120667815208435) | > loss_disc_real_4: 0.2305990606546402 (0.266538068652153) | > loss_disc_real_5: 0.28875237703323364 (0.2799059947331746) | > loss_0: 2.142488479614258 (2.288810306125217) | > loss_gen: 3.085564374923706 (3.384601010216607) | > loss_kl: 1.5868173837661743 (1.8032914929919772) | > loss_feat: 9.861743927001953 (6.960483551025391) | > loss_mel: 23.80988311767578 (22.397474500868057) | > loss_duration: 2.112191915512085 (2.2354128095838757) | > loss_1: 40.456199645996094 (36.78126356336806)  --> STEP: 10 | > loss_disc: 2.29123592376709 (2.289052867889404) | > loss_disc_real_0: 0.11847474426031113 (0.1721012480556965) | > loss_disc_real_1: 0.2917596101760864 (0.3462492749094963) | > loss_disc_real_2: 0.33921369910240173 (0.3211378827691078) | > loss_disc_real_3: 0.2719840407371521 (0.2982844144105911) | > loss_disc_real_4: 0.21031498908996582 (0.2609157606959343) | > loss_disc_real_5: 0.2276911437511444 (0.2746845096349716) | > loss_0: 2.29123592376709 (2.289052867889404) | > loss_gen: 2.830341339111328 (3.329175043106079) | > loss_kl: 1.1812094449996948 (1.741083288192749) | > loss_feat: 4.620284557342529 (6.726463651657104) | > loss_mel: 17.238161087036133 (21.881543159484863) | > loss_duration: 2.249575138092041 (2.2368290424346924) | > loss_1: 28.119571685791016 (35.91509437561035)  --> STEP: 11 | > loss_disc: 2.2817935943603516 (2.2883929339322178) | > loss_disc_real_0: 0.20564740896224976 (0.17515089904720132) | > loss_disc_real_1: 0.3037504553794861 (0.34238574586131354) | > loss_disc_real_2: 0.2982671558856964 (0.3190587257797068) | > loss_disc_real_3: 0.26396769285202026 (0.29516471245072107) | > loss_disc_real_4: 0.27627381682395935 (0.2623119476166638) | > loss_disc_real_5: 0.262052983045578 (0.27353618903593585) | > loss_0: 2.2817935943603516 (2.2883929339322178) | > loss_gen: 3.232417583465576 (3.320378910411488) | > loss_kl: 2.0361504554748535 (1.7679075761274858) | > loss_feat: 6.482081890106201 (6.70424712787975) | > loss_mel: 20.199853897094727 (21.728662317449395) | > loss_duration: 2.399287700653076 (2.2515980113636362) | > loss_1: 34.34979248046875 (35.77279420332475)  --> STEP: 12 | > loss_disc: 2.1734437942504883 (2.2788138389587402) | > loss_disc_real_0: 0.0751420110464096 (0.16681682504713535) | > loss_disc_real_1: 0.2807095944881439 (0.3372460665802161) | > loss_disc_real_2: 0.2735840380191803 (0.3152691684663296) | > loss_disc_real_3: 0.3280346989631653 (0.2979038779934247) | > loss_disc_real_4: 0.24491755664348602 (0.2608624150355657) | > loss_disc_real_5: 0.30221229791641235 (0.2759258647759755) | > loss_0: 2.1734437942504883 (2.2788138389587402) | > loss_gen: 3.1368138790130615 (3.305081824461619) | > loss_kl: 1.9535962343215942 (1.7833816309769948) | > loss_feat: 6.982494831085205 (6.727434436480205) | > loss_mel: 22.64034080505371 (21.804635524749756) | > loss_duration: 2.222270965576172 (2.2491540908813477) | > loss_1: 36.935516357421875 (35.869687716166176)  --> STEP: 13 | > loss_disc: 2.4372212886810303 (2.2909990273989163) | > loss_disc_real_0: 0.22413066029548645 (0.17122558160470083) | > loss_disc_real_1: 0.383912593126297 (0.3408357993914531) | > loss_disc_real_2: 0.3106638789176941 (0.31491491542412686) | > loss_disc_real_3: 0.302807480096817 (0.29828107815522414) | > loss_disc_real_4: 0.2148059606552124 (0.2573196108524616) | > loss_disc_real_5: 0.29421380162239075 (0.2773326291487767) | > loss_0: 2.4372212886810303 (2.2909990273989163) | > loss_gen: 3.313338279724121 (3.3057169364048886) | > loss_kl: 1.7737337350845337 (1.7826394851391132) | > loss_feat: 5.440314292907715 (6.628425194666936) | > loss_mel: 18.579971313476562 (21.556584431574894) | > loss_duration: 2.088916063308716 (2.236828088760376) | > loss_1: 31.196273803710938 (35.510194338285004)  --> STEP: 14 | > loss_disc: 2.279198408126831 (2.290156126022339) | > loss_disc_real_0: 0.1252092868089676 (0.16793870340500558) | > loss_disc_real_1: 0.24609798192977905 (0.33406881242990494) | > loss_disc_real_2: 0.26278355717658997 (0.3111912469778742) | > loss_disc_real_3: 0.35463428497314453 (0.30230630721364704) | > loss_disc_real_4: 0.32748445868492126 (0.2623313856976373) | > loss_disc_real_5: 0.2847009301185608 (0.27785893636090414) | > loss_0: 2.279198408126831 (2.290156126022339) | > loss_gen: 3.1022019386291504 (3.2911801508494785) | > loss_kl: 1.6511831283569336 (1.7732497453689575) | > loss_feat: 7.61141300201416 (6.6986386094774515) | > loss_mel: 23.338871002197266 (21.68389061519078) | > loss_duration: 2.3766894340515137 (2.2468181848526) | > loss_1: 38.080360412597656 (35.69377762930734)  --> STEP: 15 | > loss_disc: 2.166412115097046 (2.281906525293986) | > loss_disc_real_0: 0.10883620381355286 (0.1639985367655754) | > loss_disc_real_1: 0.29786166548728943 (0.33165500263373054) | > loss_disc_real_2: 0.3518523573875427 (0.3139019876718521) | > loss_disc_real_3: 0.2966727018356323 (0.3019307335217794) | > loss_disc_real_4: 0.2752147614955902 (0.26319027741750084) | > loss_disc_real_5: 0.2504531741142273 (0.276031885544459) | > loss_0: 2.166412115097046 (2.281906525293986) | > loss_gen: 3.391406774520874 (3.297861925760905) | > loss_kl: 1.9739609956741333 (1.7866304953893026) | > loss_feat: 7.845927715301514 (6.775124549865723) | > loss_mel: 21.71036720275879 (21.685655721028645) | > loss_duration: 2.275148391723633 (2.2487068653106688) | > loss_1: 37.196807861328125 (35.79397964477539)  --> STEP: 16 | > loss_disc: 2.3855438232421875 (2.2883838564157486) | > loss_disc_real_0: 0.17645424604415894 (0.16477701859548688) | > loss_disc_real_1: 0.29382309317588806 (0.3292905082926154) | > loss_disc_real_2: 0.3639989197254181 (0.3170330459252) | > loss_disc_real_3: 0.2843402624130249 (0.3008313290774822) | > loss_disc_real_4: 0.2754839360713959 (0.26395863108336926) | > loss_disc_real_5: 0.2830084562301636 (0.27646792121231556) | > loss_0: 2.3855438232421875 (2.2883838564157486) | > loss_gen: 3.3562936782836914 (3.301513910293579) | > loss_kl: 1.118018388748169 (1.7448422387242317) | > loss_feat: 7.500607967376709 (6.820467263460159) | > loss_mel: 21.520483016967773 (21.67533242702484) | > loss_duration: 2.332472324371338 (2.2539422065019608) | > loss_1: 35.827877044677734 (35.79609823226929)  --> STEP: 17 | > loss_disc: 2.594330310821533 (2.3063807066749122) | > loss_disc_real_0: 0.1818573772907257 (0.16578174557755976) | > loss_disc_real_1: 0.48605501651763916 (0.33851194995291095) | > loss_disc_real_2: 0.3028452694416046 (0.3161984708379297) | > loss_disc_real_3: 0.3478691279888153 (0.3035982584252077) | > loss_disc_real_4: 0.2805241048336029 (0.26493307071573596) | > loss_disc_real_5: 0.3661900460720062 (0.2817456932628856) | > loss_0: 2.594330310821533 (2.3063807066749122) | > loss_gen: 3.2647452354431152 (3.299351047067081) | > loss_kl: 1.206949234008789 (1.7132014737409704) | > loss_feat: 5.138326168060303 (6.721517787260168) | > loss_mel: 19.78261375427246 (21.563996034509994) | > loss_duration: 2.3385112285614014 (2.2589168548583984) | > loss_1: 31.73114585876465 (35.55698338676901)  --> STEP: 18 | > loss_disc: 2.2959678173065186 (2.3058022128211126) | > loss_disc_real_0: 0.11466362327337265 (0.1629418498939938) | > loss_disc_real_1: 0.17785193026065826 (0.32958639330334133) | > loss_disc_real_2: 0.2548272907733917 (0.3127889608343442) | > loss_disc_real_3: 0.2962195873260498 (0.30318833225303227) | > loss_disc_real_4: 0.285126656293869 (0.2660549365811878) | > loss_disc_real_5: 0.27770742774009705 (0.28152134517828625) | > loss_0: 2.2959678173065186 (2.3058022128211126) | > loss_gen: 2.828051805496216 (3.2731677558687) | > loss_kl: 1.5617072582244873 (1.704785128434499) | > loss_feat: 6.0025506019592285 (6.68157516585456) | > loss_mel: 17.948856353759766 (21.363154941134983) | > loss_duration: 2.1663765907287598 (2.2537757290734186) | > loss_1: 30.507543563842773 (35.276458952162)  --> STEP: 19 | > loss_disc: 2.3702943325042725 (2.3091965349097) | > loss_disc_real_0: 0.1078992486000061 (0.16004487087852076) | > loss_disc_real_1: 0.30415424704551697 (0.3282478592897716) | > loss_disc_real_2: 0.27953845262527466 (0.31103893408649846) | > loss_disc_real_3: 0.3818507492542267 (0.3073284594636214) | > loss_disc_real_4: 0.2747724652290344 (0.26651375387844284) | > loss_disc_real_5: 0.35115882754325867 (0.28518647582907425) | > loss_0: 2.3702943325042725 (2.3091965349097) | > loss_gen: 3.0012223720550537 (3.2588548409311393) | > loss_kl: 1.1629401445388794 (1.6762669713873612) | > loss_feat: 6.078047275543213 (6.6498105400486995) | > loss_mel: 22.56191635131836 (21.426247646934108) | > loss_duration: 2.342411994934082 (2.258440795697664) | > loss_1: 35.14653778076172 (35.26962099577251)  --> STEP: 20 | > loss_disc: 2.3580873012542725 (2.311641073226929) | > loss_disc_real_0: 0.13936442136764526 (0.159010848402977) | > loss_disc_real_1: 0.2610742151737213 (0.32488917708396914) | > loss_disc_real_2: 0.23228031396865845 (0.30710100308060645) | > loss_disc_real_3: 0.2920641601085663 (0.3065652444958687) | > loss_disc_real_4: 0.24589742720127106 (0.26548293754458424) | > loss_disc_real_5: 0.3175184726715088 (0.286803075671196) | > loss_0: 2.3580873012542725 (2.311641073226929) | > loss_gen: 2.726344108581543 (3.23222930431366) | > loss_kl: 1.287377953529358 (1.656822520494461) | > loss_feat: 4.74722957611084 (6.554681491851807) | > loss_mel: 21.4934024810791 (21.429605388641356) | > loss_duration: 2.3767848014831543 (2.2643579959869387) | > loss_1: 32.63113784790039 (35.13769683837891)  --> STEP: 21 | > loss_disc: 2.2849137783050537 (2.3103683448973156) | > loss_disc_real_0: 0.1477900743484497 (0.1584765258289519) | > loss_disc_real_1: 0.2991783022880554 (0.3236648497127351) | > loss_disc_real_2: 0.2773645520210266 (0.30568498160157886) | > loss_disc_real_3: 0.3597346544265747 (0.30909712115923565) | > loss_disc_real_4: 0.1929779350757599 (0.2620303183794021) | > loss_disc_real_5: 0.2747240960597992 (0.2862278861658914) | > loss_0: 2.2849137783050537 (2.3103683448973156) | > loss_gen: 3.0729076862335205 (3.2246425605955578) | > loss_kl: 1.0490410327911377 (1.6278805448895408) | > loss_feat: 6.711917877197266 (6.562168938773019) | > loss_mel: 20.53057861328125 (21.386794589814684) | > loss_duration: 2.1359739303588867 (2.2582444690522694) | > loss_1: 33.50041961669922 (35.05973125639416)  --> STEP: 22 | > loss_disc: 2.106172561645508 (2.3010867183858696) | > loss_disc_real_0: 0.11606916785240173 (0.15654891864819961) | > loss_disc_real_1: 0.2251838743686676 (0.31918844174255023) | > loss_disc_real_2: 0.3275483250617981 (0.3066787699406797) | > loss_disc_real_3: 0.24775707721710205 (0.3063089373436841) | > loss_disc_real_4: 0.1586410254240036 (0.2573308050632476) | > loss_disc_real_5: 0.17856451869010925 (0.28133409673517407) | > loss_0: 2.106172561645508 (2.3010867183858696) | > loss_gen: 2.950693368911743 (3.2121903246099297) | > loss_kl: 1.2828305959701538 (1.6121964563022961) | > loss_feat: 8.430180549621582 (6.647078557447954) | > loss_mel: 23.22236442565918 (21.47022958235307) | > loss_duration: 2.156120538711548 (2.2536024722186) | > loss_1: 38.04219055175781 (35.1952975880016)  --> STEP: 23 | > loss_disc: 2.1746551990509033 (2.295589695806089) | > loss_disc_real_0: 0.1838667392730713 (0.1577366499797158) | > loss_disc_real_1: 0.29654553532600403 (0.3182039675505265) | > loss_disc_real_2: 0.3665737807750702 (0.30928290084652277) | > loss_disc_real_3: 0.2966865599155426 (0.3058905731076779) | > loss_disc_real_4: 0.2233169823884964 (0.2558519432078237) | > loss_disc_real_5: 0.2189033031463623 (0.27861971440522576) | > loss_0: 2.1746551990509033 (2.295589695806089) | > loss_gen: 3.36240291595459 (3.218721306842306) | > loss_kl: 1.672468662261963 (1.6148169869961946) | > loss_feat: 7.634696960449219 (6.690018488013226) | > loss_mel: 20.095714569091797 (21.410468060037363) | > loss_duration: 2.341437339782715 (2.2574213795039966) | > loss_1: 35.106719970703125 (35.19144638724949)  --> STEP: 24 | > loss_disc: 2.406709671020508 (2.3002196947733564) | > loss_disc_real_0: 0.18127098679542542 (0.15871724734703702) | > loss_disc_real_1: 0.25467848777770996 (0.3155570725599925) | > loss_disc_real_2: 0.3566807806491852 (0.31125781250496704) | > loss_disc_real_3: 0.34665369987487793 (0.30758903672297794) | > loss_disc_real_4: 0.37589409947395325 (0.2608536997189124) | > loss_disc_real_5: 0.34547847509384155 (0.28140549610058474) | > loss_0: 2.406709671020508 (2.3002196947733564) | > loss_gen: 3.4042105674743652 (3.226450026035309) | > loss_kl: 1.5284940004348755 (1.611220195889473) | > loss_feat: 6.123752593994141 (6.666424075762431) | > loss_mel: 22.045991897583008 (21.4369482199351) | > loss_duration: 2.413923501968384 (2.263942301273346) | > loss_1: 35.51637268066406 (35.20498498280843)  --> STEP: 25 | > loss_disc: 2.235801935195923 (2.2976429843902593) | > loss_disc_real_0: 0.17647668719291687 (0.1594276249408722) | > loss_disc_real_1: 0.231720969080925 (0.31220362842082977) | > loss_disc_real_2: 0.2917936444282532 (0.3104792457818985) | > loss_disc_real_3: 0.3260405659675598 (0.30832709789276125) | > loss_disc_real_4: 0.2701851427555084 (0.2612269574403763) | > loss_disc_real_5: 0.20908795297145844 (0.2785127943754197) | > loss_0: 2.235801935195923 (2.2976429843902593) | > loss_gen: 3.1603357791900635 (3.223805456161499) | > loss_kl: 1.9403746128082275 (1.624386372566223) | > loss_feat: 6.843481063842773 (6.673506355285644) | > loss_mel: 20.391006469726562 (21.39511054992676) | > loss_duration: 2.355384111404419 (2.267599973678589) | > loss_1: 34.690582275390625 (35.18440887451172)  --> STEP: 26 | > loss_disc: 1.5317492485046387 (2.268185533010043) | > loss_disc_real_0: 0.12965115904808044 (0.1582823762526879) | > loss_disc_real_1: 0.14041340351104736 (0.30559631207814586) | > loss_disc_real_2: 0.18336303532123566 (0.3055901607641807) | > loss_disc_real_3: 0.03715719282627106 (0.2978974861594347) | > loss_disc_real_4: 0.04364819452166557 (0.25285854348196435) | > loss_disc_real_5: 0.04866061359643936 (0.2696723258839204) | > loss_0: 1.5317492485046387 (2.268185533010043) | > loss_gen: 2.6481146812438965 (3.2016635032800527) | > loss_kl: 1.9389290809631348 (1.6364841690430274) | > loss_feat: 15.802935600280762 (7.024638249323918) | > loss_mel: 22.850954055786133 (21.45110453092135) | > loss_duration: 2.338146209716797 (2.2703132904492893) | > loss_1: 45.579078674316406 (35.5842038668119) --> EVAL PERFORMANCE | > avg_loader_time: 0.002316805032583383 (-0.00010348283327542849) | > avg_loss_disc: 2.268185533010043 (-0.04872141434596111) | > avg_loss_disc_real_0: 0.1582823762526879 (+0.024782390835193485) | > avg_loss_disc_real_1: 0.30559631207814586 (+0.07847790935864818) | > avg_loss_disc_real_2: 0.3055901607641807 (+0.023661070718215105) | > avg_loss_disc_real_3: 0.2978974861594347 (+0.05770403547928882) | > avg_loss_disc_real_4: 0.25285854348196435 (+0.03091160680812141) | > avg_loss_disc_real_5: 0.2696723258839204 (-0.02309379010246343) | > avg_loss_0: 2.268185533010043 (-0.04872141434596111) | > avg_loss_gen: 3.2016635032800527 (+0.34136415903384876) | > avg_loss_kl: 1.6364841690430274 (+0.09972030841387225) | > avg_loss_feat: 7.024638249323918 (-0.2519765817202053) | > avg_loss_mel: 21.45110453092135 (-0.05173741854154201) | > avg_loss_duration: 2.2703132904492893 (-0.003036609062781803) | > avg_loss_1: 35.5842038668119 (+0.13433405069203985)  > EPOCH: 25/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:03:41)   --> TIME: 2024-06-10 16:03:50 -- STEP: 24/330 -- GLOBAL_STEP: 96275 | > loss_disc: 2.1787099838256836 (2.332982907692591) | > loss_disc_real_0: 0.09436565637588501 (0.1215988655264179) | > loss_disc_real_1: 0.250131756067276 (0.20966637879610062) | > loss_disc_real_2: 0.18859748542308807 (0.219495781386892) | > loss_disc_real_3: 0.21008843183517456 (0.2364429533481598) | > loss_disc_real_4: 0.2198566347360611 (0.21783357113599777) | > loss_disc_real_5: 0.1986994594335556 (0.2189930391808351) | > loss_0: 2.1787099838256836 (2.332982907692591) | > grad_norm_0: tensor(10.5479, device='cuda:0') (tensor(13.4439, device='cuda:0')) | > loss_gen: 2.6890769004821777 (2.523599068323771) | > loss_kl: 1.491638422012329 (1.435998519261678) | > loss_feat: 6.742172718048096 (6.412694652875264) | > loss_mel: 21.501750946044922 (21.46517078081767) | > loss_duration: 2.1264915466308594 (2.2436170379320775) | > loss_1: 34.55112838745117 (34.08107995986938) | > grad_norm_1: tensor(118.4484, device='cuda:0') (tensor(188.1938, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3319 (0.32922060290972394) | > loader_time: 0.003 (0.002976328134536743)  --> TIME: 2024-06-10 16:03:58 -- STEP: 49/330 -- GLOBAL_STEP: 96300 | > loss_disc: 2.29294753074646 (2.283061932544319) | > loss_disc_real_0: 0.1302141547203064 (0.12347127086654001) | > loss_disc_real_1: 0.22986099123954773 (0.20782755741051265) | > loss_disc_real_2: 0.2321159541606903 (0.2169845837111376) | > loss_disc_real_3: 0.2240893542766571 (0.225654308285032) | > loss_disc_real_4: 0.19640739262104034 (0.2124348291937186) | > loss_disc_real_5: 0.20102132856845856 (0.213398527125923) | > loss_0: 2.29294753074646 (2.283061932544319) | > grad_norm_0: tensor(13.8345, device='cuda:0') (tensor(13.5639, device='cuda:0')) | > loss_gen: 2.7441155910491943 (2.5843118794110356) | > loss_kl: 1.5591686964035034 (1.4413109920462785) | > loss_feat: 6.95316219329834 (6.656705778472277) | > loss_mel: 20.39802360534668 (21.365839315920464) | > loss_duration: 2.0517096519470215 (2.1783293120715084) | > loss_1: 33.706180572509766 (34.226497144115214) | > grad_norm_1: tensor(104.4082, device='cuda:0') (tensor(180.6423, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3353 (0.3326356556950783) | > loader_time: 0.0032 (0.003053037487730688)  --> TIME: 2024-06-10 16:04:07 -- STEP: 74/330 -- GLOBAL_STEP: 96325 | > loss_disc: 2.136176586151123 (2.2530482056978585) | > loss_disc_real_0: 0.1081104725599289 (0.12271456994317673) | > loss_disc_real_1: 0.1535935401916504 (0.20459651201963425) | > loss_disc_real_2: 0.25105419754981995 (0.21515282021986476) | > loss_disc_real_3: 0.23700782656669617 (0.2223970801443667) | > loss_disc_real_4: 0.19519676268100739 (0.21038189188048645) | > loss_disc_real_5: 0.18145626783370972 (0.21142089064862277) | > loss_0: 2.136176586151123 (2.2530482056978585) | > grad_norm_0: tensor(20.4424, device='cuda:0') (tensor(12.5521, device='cuda:0')) | > loss_gen: 2.807055711746216 (2.6119406964327836) | > loss_kl: 1.2846342325210571 (1.459807826055063) | > loss_feat: 7.28664493560791 (6.78249234122199) | > loss_mel: 21.495330810546875 (21.38233293069376) | > loss_duration: 2.0337538719177246 (2.152484702097403) | > loss_1: 34.90741729736328 (34.389058396622936) | > grad_norm_1: tensor(90.0240, device='cuda:0') (tensor(159.1710, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3335 (0.33503436397861786) | > loader_time: 0.0032 (0.0031536624238297744)  --> TIME: 2024-06-10 16:04:16 -- STEP: 99/330 -- GLOBAL_STEP: 96350 | > loss_disc: 2.157857894897461 (2.2513840812625303) | > loss_disc_real_0: 0.1336713582277298 (0.12259970831148552) | > loss_disc_real_1: 0.20819683372974396 (0.20653396047124958) | > loss_disc_real_2: 0.24887116253376007 (0.21503920522001058) | > loss_disc_real_3: 0.18268637359142303 (0.22060920900166636) | > loss_disc_real_4: 0.19652849435806274 (0.20834767803399248) | > loss_disc_real_5: 0.20589758455753326 (0.20967949159217603) | > loss_0: 2.157857894897461 (2.2513840812625303) | > grad_norm_0: tensor(5.7287, device='cuda:0') (tensor(11.4303, device='cuda:0')) | > loss_gen: 2.677672863006592 (2.6057908583169036) | > loss_kl: 1.3145500421524048 (1.4527377889613913) | > loss_feat: 7.027728080749512 (6.825543239863232) | > loss_mel: 21.159942626953125 (21.374184194237294) | > loss_duration: 2.1294219493865967 (2.1433143603681315) | > loss_1: 34.3093147277832 (34.40157040682706) | > grad_norm_1: tensor(131.3029, device='cuda:0') (tensor(142.0811, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3629 (0.33966414133707684) | > loader_time: 0.0037 (0.003228671622998787)  --> TIME: 2024-06-10 16:04:25 -- STEP: 124/330 -- GLOBAL_STEP: 96375 | > loss_disc: 2.173196792602539 (2.2415279582623504) | > loss_disc_real_0: 0.09850627183914185 (0.12097026215445611) | > loss_disc_real_1: 0.20662394165992737 (0.20569365639840403) | > loss_disc_real_2: 0.19916605949401855 (0.21543793560516453) | > loss_disc_real_3: 0.19813752174377441 (0.2198552643099139) | > loss_disc_real_4: 0.17605282366275787 (0.20796952492767765) | > loss_disc_real_5: 0.18633398413658142 (0.2093642150923129) | > loss_0: 2.173196792602539 (2.2415279582623504) | > grad_norm_0: tensor(8.1455, device='cuda:0') (tensor(11.0285, device='cuda:0')) | > loss_gen: 2.796018600463867 (2.6258246456423118) | > loss_kl: 1.4459978342056274 (1.4508687873040476) | > loss_feat: 7.761307716369629 (6.916823671710107) | > loss_mel: 21.699750900268555 (21.373600805959395) | > loss_duration: 2.1241366863250732 (2.1407701382713933) | > loss_1: 35.827213287353516 (34.50788805561682) | > grad_norm_1: tensor(142.2817, device='cuda:0') (tensor(144.5852, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3612 (0.34342022480503204) | > loader_time: 0.0039 (0.0033772280139307822)  --> TIME: 2024-06-10 16:04:35 -- STEP: 149/330 -- GLOBAL_STEP: 96400 | > loss_disc: 2.227572202682495 (2.2368479999119795) | > loss_disc_real_0: 0.11769087612628937 (0.12050601955028188) | > loss_disc_real_1: 0.2155369073152542 (0.20520465455999304) | > loss_disc_real_2: 0.21914803981781006 (0.21542777641107572) | > loss_disc_real_3: 0.19732336699962616 (0.21965389753748107) | > loss_disc_real_4: 0.19977621734142303 (0.20737108008173494) | > loss_disc_real_5: 0.20833517611026764 (0.2094052437967902) | > loss_0: 2.227572202682495 (2.2368479999119795) | > grad_norm_0: tensor(34.5493, device='cuda:0') (tensor(12.1439, device='cuda:0')) | > loss_gen: 2.5716116428375244 (2.6397320136127855) | > loss_kl: 1.3723622560501099 (1.4492346048355103) | > loss_feat: 6.702810287475586 (6.958288103142042) | > loss_mel: 21.075172424316406 (21.39257027798852) | > loss_duration: 2.1405081748962402 (2.140894543404547) | > loss_1: 33.862464904785156 (34.580719506180536) | > grad_norm_1: tensor(354.8886, device='cuda:0') (tensor(158.2529, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3732 (0.34729584911525646) | > loader_time: 0.0048 (0.0035272412652137294)  --> TIME: 2024-06-10 16:04:44 -- STEP: 174/330 -- GLOBAL_STEP: 96425 | > loss_disc: 2.2865662574768066 (2.229236610319422) | > loss_disc_real_0: 0.08108233660459518 (0.11945937505398674) | > loss_disc_real_1: 0.1771267205476761 (0.2045504683735726) | > loss_disc_real_2: 0.20140716433525085 (0.21442821322158837) | > loss_disc_real_3: 0.24225522577762604 (0.2196107135079373) | > loss_disc_real_4: 0.2680855989456177 (0.20714738922215056) | > loss_disc_real_5: 0.24455298483371735 (0.20813981272365856) | > loss_0: 2.2865662574768066 (2.229236610319422) | > grad_norm_0: tensor(26.7990, device='cuda:0') (tensor(13.3073, device='cuda:0')) | > loss_gen: 2.9167914390563965 (2.656655006025029) | > loss_kl: 1.5121124982833862 (1.4493871954665778) | > loss_feat: 7.232175827026367 (7.021322713501153) | > loss_mel: 20.82324981689453 (21.37610209673301) | > loss_duration: 2.231869697570801 (2.142652760291922) | > loss_1: 34.7161979675293 (34.64611974255794) | > grad_norm_1: tensor(127.3317, device='cuda:0') (tensor(165.1244, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3693 (0.3510525021059759) | > loader_time: 0.0043 (0.0036739576822039724)  --> TIME: 2024-06-10 16:04:54 -- STEP: 199/330 -- GLOBAL_STEP: 96450 | > loss_disc: 2.3332862854003906 (2.2269525857427017) | > loss_disc_real_0: 0.12550082802772522 (0.11819620119716653) | > loss_disc_real_1: 0.2519943416118622 (0.2053189500791942) | > loss_disc_real_2: 0.2621486485004425 (0.21505032000529706) | > loss_disc_real_3: 0.20884886384010315 (0.21886705341351093) | > loss_disc_real_4: 0.1954897940158844 (0.2068476293554258) | > loss_disc_real_5: 0.20099736750125885 (0.20739612327748208) | > loss_0: 2.3332862854003906 (2.2269525857427017) | > grad_norm_0: tensor(8.4116, device='cuda:0') (tensor(14.1517, device='cuda:0')) | > loss_gen: 2.527785301208496 (2.6644912700557217) | > loss_kl: 1.4512100219726562 (1.4545106833903625) | > loss_feat: 6.493871212005615 (7.059465566472194) | > loss_mel: 21.47222137451172 (21.357773689768432) | > loss_duration: 2.25833797454834 (2.1482752681377546) | > loss_1: 34.203426361083984 (34.68451642750497) | > grad_norm_1: tensor(98.7079, device='cuda:0') (tensor(174.6327, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.6035 (0.3552551101799585) | > loader_time: 0.0047 (0.00379641451428284)  --> TIME: 2024-06-10 16:05:04 -- STEP: 224/330 -- GLOBAL_STEP: 96475 | > loss_disc: 2.0346333980560303 (2.216531840286085) | > loss_disc_real_0: 0.1009732112288475 (0.11780031447831009) | > loss_disc_real_1: 0.16639693081378937 (0.20434406100373176) | > loss_disc_real_2: 0.1683182716369629 (0.21452017900134837) | > loss_disc_real_3: 0.20470266044139862 (0.21848347164424403) | > loss_disc_real_4: 0.17700356245040894 (0.20704843130494868) | > loss_disc_real_5: 0.2000337392091751 (0.2065569039966379) | > loss_0: 2.0346333980560303 (2.216531840286085) | > grad_norm_0: tensor(10.7775, device='cuda:0') (tensor(14.3310, device='cuda:0')) | > loss_gen: 2.906862497329712 (2.6793021953531664) | > loss_kl: 1.4781876802444458 (1.4577277808317108) | > loss_feat: 7.935323715209961 (7.12203118630818) | > loss_mel: 21.057214736938477 (21.324648857116706) | > loss_duration: 2.252394914627075 (2.152943132711308) | > loss_1: 35.62998580932617 (34.73665308952334) | > grad_norm_1: tensor(138.9114, device='cuda:0') (tensor(179.5066, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.3843 (0.3587184335504258) | > loader_time: 0.0049 (0.003939744617257801)  --> TIME: 2024-06-10 16:05:14 -- STEP: 249/330 -- GLOBAL_STEP: 96500 | > loss_disc: 2.118997812271118 (2.2093947297597993) | > loss_disc_real_0: 0.11660631000995636 (0.11722548449613962) | > loss_disc_real_1: 0.20276492834091187 (0.20519912368561843) | > loss_disc_real_2: 0.2156379222869873 (0.21451839870477776) | > loss_disc_real_3: 0.1982729285955429 (0.21814838901581055) | > loss_disc_real_4: 0.2059118002653122 (0.20593707281422902) | > loss_disc_real_5: 0.2259850800037384 (0.20555574659362855) | > loss_0: 2.118997812271118 (2.2093947297597993) | > grad_norm_0: tensor(5.5918, device='cuda:0') (tensor(14.6093, device='cuda:0')) | > loss_gen: 2.7608423233032227 (2.6876038978377492) | > loss_kl: 1.4658918380737305 (1.4574156626161316) | > loss_feat: 7.428838729858398 (7.160110117441201) | > loss_mel: 21.214954376220703 (21.3212964620935) | > loss_duration: 2.197258949279785 (2.1591284203242105) | > loss_1: 35.06778335571289 (34.785554510522566) | > grad_norm_1: tensor(215.8573, device='cuda:0') (tensor(187.6042, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.4159 (0.36315001541352165) | > loader_time: 0.0055 (0.004109317519099839) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_96500.pth  --> TIME: 2024-06-10 16:05:30 -- STEP: 274/330 -- GLOBAL_STEP: 96525 | > loss_disc: 2.204493999481201 (2.204893750865965) | > loss_disc_real_0: 0.1662733256816864 (0.11696134632738837) | > loss_disc_real_1: 0.267709344625473 (0.20535647722273842) | > loss_disc_real_2: 0.2423725575208664 (0.21445584422262914) | > loss_disc_real_3: 0.1997007578611374 (0.21701718855948343) | > loss_disc_real_4: 0.19576027989387512 (0.20541587787388016) | > loss_disc_real_5: 0.2134794294834137 (0.20526861698523055) | > loss_0: 2.204493999481201 (2.204893750865965) | > grad_norm_0: tensor(15.4886, device='cuda:0') (tensor(14.8854, device='cuda:0')) | > loss_gen: 2.6935389041900635 (2.6941568912380798) | > loss_kl: 1.4304485321044922 (1.457204683418691) | > loss_feat: 7.853993892669678 (7.204121598362053) | > loss_mel: 20.080421447753906 (21.278364132790678) | > loss_duration: 2.2226779460906982 (2.1650715635640783) | > loss_1: 34.28108215332031 (34.79891882847696) | > grad_norm_1: tensor(133.2560, device='cuda:0') (tensor(187.6105, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.4315 (0.36970194412844015) | > loader_time: 0.0067 (0.0042931746392354505)  --> TIME: 2024-06-10 16:05:41 -- STEP: 299/330 -- GLOBAL_STEP: 96550 | > loss_disc: 2.013800621032715 (2.2023689013261074) | > loss_disc_real_0: 0.07581739127635956 (0.11669056281995614) | > loss_disc_real_1: 0.19606633484363556 (0.20548235542798124) | > loss_disc_real_2: 0.21096466481685638 (0.21432497090719216) | > loss_disc_real_3: 0.199044331908226 (0.2163636302668913) | > loss_disc_real_4: 0.18730999529361725 (0.2045101772084284) | > loss_disc_real_5: 0.17506207525730133 (0.20455501465295067) | > loss_0: 2.013800621032715 (2.2023689013261074) | > grad_norm_0: tensor(20.2296, device='cuda:0') (tensor(15.7563, device='cuda:0')) | > loss_gen: 2.9368748664855957 (2.6938073611179716) | > loss_kl: 1.4776177406311035 (1.4600413084827533) | > loss_feat: 8.223492622375488 (7.238055505082761) | > loss_mel: 21.456462860107422 (21.23956175711642) | > loss_duration: 2.3356106281280518 (2.1733252631382003) | > loss_1: 36.430057525634766 (34.80479114749359) | > grad_norm_1: tensor(266.0407, device='cuda:0') (tensor(193.8392, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.4632 (0.37633268968716105) | > loader_time: 0.0062 (0.004465130260556838)  --> TIME: 2024-06-10 16:05:55 -- STEP: 324/330 -- GLOBAL_STEP: 96575 | > loss_disc: 1.9967323541641235 (2.197451685681755) | > loss_disc_real_0: 0.08692774176597595 (0.11668596346575169) | > loss_disc_real_1: 0.11894535273313522 (0.20525011491536357) | > loss_disc_real_2: 0.2121707797050476 (0.2137222444569623) | > loss_disc_real_3: 0.14941884577274323 (0.21563573981876727) | > loss_disc_real_4: 0.13335414230823517 (0.20404774093149622) | > loss_disc_real_5: 0.15317845344543457 (0.20377831358784507) | > loss_0: 1.9967323541641235 (2.197451685681755) | > grad_norm_0: tensor(19.1823, device='cuda:0') (tensor(16.6677, device='cuda:0')) | > loss_gen: 2.9697365760803223 (2.7050881165045264) | > loss_kl: 1.6842745542526245 (1.4653966643927998) | > loss_feat: 10.543977737426758 (7.34898211632246) | > loss_mel: 21.289709091186523 (21.196743264610387) | > loss_duration: 2.377664804458618 (2.186189584158085) | > loss_1: 38.86536407470703 (34.90239966357195) | > grad_norm_1: tensor(330.1310, device='cuda:0') (tensor(203.5955, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.6037 (0.38856008538493414) | > loader_time: 0.0089 (0.00470819664590153)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.8344131708145142 (1.8344131708145142) | > loss_disc_real_0: 0.11044159531593323 (0.11044159531593323) | > loss_disc_real_1: 0.3248279094696045 (0.3248279094696045) | > loss_disc_real_2: 0.21592620015144348 (0.21592620015144348) | > loss_disc_real_3: 0.22853034734725952 (0.22853034734725952) | > loss_disc_real_4: 0.166406512260437 (0.166406512260437) | > loss_disc_real_5: 0.19531242549419403 (0.19531242549419403) | > loss_0: 1.8344131708145142 (1.8344131708145142) | > loss_gen: 3.5277352333068848 (3.5277352333068848) | > loss_kl: 1.4166456460952759 (1.4166456460952759) | > loss_feat: 7.8743062019348145 (7.8743062019348145) | > loss_mel: 22.23217010498047 (22.23217010498047) | > loss_duration: 2.8055808544158936 (2.8055808544158936) | > loss_1: 37.85643768310547 (37.85643768310547)  --> STEP: 1 | > loss_disc: 2.285773992538452 (2.285773992538452) | > loss_disc_real_0: 0.13052316009998322 (0.13052316009998322) | > loss_disc_real_1: 0.2849627137184143 (0.2849627137184143) | > loss_disc_real_2: 0.3008916974067688 (0.3008916974067688) | > loss_disc_real_3: 0.298062801361084 (0.298062801361084) | > loss_disc_real_4: 0.24663184583187103 (0.24663184583187103) | > loss_disc_real_5: 0.2737521827220917 (0.2737521827220917) | > loss_0: 2.285773992538452 (2.285773992538452) | > loss_gen: 3.162216901779175 (3.162216901779175) | > loss_kl: 1.753750205039978 (1.753750205039978) | > loss_feat: 5.907829284667969 (5.907829284667969) | > loss_mel: 21.904924392700195 (21.904924392700195) | > loss_duration: 2.3392748832702637 (2.3392748832702637) | > loss_1: 35.067996978759766 (35.067996978759766)  --> STEP: 2 | > loss_disc: 2.485966205596924 (2.385870099067688) | > loss_disc_real_0: 0.15356287360191345 (0.14204301685094833) | > loss_disc_real_1: 0.3010847866535187 (0.2930237501859665) | > loss_disc_real_2: 0.41278156638145447 (0.35683663189411163) | > loss_disc_real_3: 0.28162944316864014 (0.28984612226486206) | > loss_disc_real_4: 0.2985178232192993 (0.2725748345255852) | > loss_disc_real_5: 0.2815989553928375 (0.2776755690574646) | > loss_0: 2.485966205596924 (2.385870099067688) | > loss_gen: 3.2226920127868652 (3.19245445728302) | > loss_kl: 1.9927245378494263 (1.8732373714447021) | > loss_feat: 6.036408424377441 (5.972118854522705) | > loss_mel: 23.339963912963867 (22.62244415283203) | > loss_duration: 2.3947932720184326 (2.367034077644348) | > loss_1: 36.9865837097168 (36.02729034423828)  --> STEP: 3 | > loss_disc: 2.8535265922546387 (2.5417555967966714) | > loss_disc_real_0: 0.2219751477241516 (0.16868706047534943) | > loss_disc_real_1: 0.458055317401886 (0.348034272591273) | > loss_disc_real_2: 0.4347911775112152 (0.3828214804331462) | > loss_disc_real_3: 0.41549357771873474 (0.33172860741615295) | > loss_disc_real_4: 0.45241257548332214 (0.3325207481781642) | > loss_disc_real_5: 0.3944883644580841 (0.31661316752433777) | > loss_0: 2.8535265922546387 (2.5417555967966714) | > loss_gen: 3.927168846130371 (3.4373592535654702) | > loss_kl: 1.3381956815719604 (1.6948901414871216) | > loss_feat: 7.137417793273926 (6.360551834106445) | > loss_mel: 21.46239471435547 (22.235761006673176) | > loss_duration: 2.1174237728118896 (2.2838306427001953) | > loss_1: 35.982601165771484 (36.012393951416016)  --> STEP: 4 | > loss_disc: 2.5431602001190186 (2.5421067476272583) | > loss_disc_real_0: 0.18114449083805084 (0.17180141806602478) | > loss_disc_real_1: 0.2645474076271057 (0.32716255635023117) | > loss_disc_real_2: 0.31060054898262024 (0.3647662475705147) | > loss_disc_real_3: 0.3234342038631439 (0.3296550065279007) | > loss_disc_real_4: 0.32752740383148193 (0.3312724120914936) | > loss_disc_real_5: 0.4849761128425598 (0.3587039038538933) | > loss_0: 2.5431602001190186 (2.5421067476272583) | > loss_gen: 3.5175015926361084 (3.45739483833313) | > loss_kl: 1.915815830230713 (1.7501215636730194) | > loss_feat: 8.140251159667969 (6.805476665496826) | > loss_mel: 20.948394775390625 (21.91391944885254) | > loss_duration: 2.2707436084747314 (2.2805588841438293) | > loss_1: 36.79270553588867 (36.20747184753418)  --> STEP: 5 | > loss_disc: 2.414306640625 (2.5165467262268066) | > loss_disc_real_0: 0.24332872033119202 (0.18610687851905822) | > loss_disc_real_1: 0.4387563467025757 (0.3494813144207001) | > loss_disc_real_2: 0.35996416211128235 (0.3638058304786682) | > loss_disc_real_3: 0.2895813584327698 (0.32164027690887453) | > loss_disc_real_4: 0.24068443477153778 (0.31315481662750244) | > loss_disc_real_5: 0.3231832683086395 (0.35159977674484255) | > loss_0: 2.414306640625 (2.5165467262268066) | > loss_gen: 4.044854640960693 (3.5748867988586426) | > loss_kl: 0.6795023679733276 (1.5359977245330811) | > loss_feat: 6.877549648284912 (6.819891262054443) | > loss_mel: 22.46305274963379 (22.02374610900879) | > loss_duration: 2.3171539306640625 (2.287877893447876) | > loss_1: 36.38211441040039 (36.242400360107425)  --> STEP: 6 | > loss_disc: 2.314852714538574 (2.482931057612101) | > loss_disc_real_0: 0.1541365385055542 (0.18077848851680756) | > loss_disc_real_1: 0.23018766939640045 (0.3295990402499835) | > loss_disc_real_2: 0.35313042998313904 (0.3620265970627467) | > loss_disc_real_3: 0.36207887530326843 (0.3283800433079402) | > loss_disc_real_4: 0.3611677885055542 (0.32115697860717773) | > loss_disc_real_5: 0.3493945002555847 (0.35123223066329956) | > loss_0: 2.314852714538574 (2.482931057612101) | > loss_gen: 3.850355625152588 (3.6207982699076333) | > loss_kl: 1.8953522443771362 (1.5958901445070903) | > loss_feat: 6.9138994216918945 (6.8355592886606855) | > loss_mel: 24.21040916442871 (22.388189951578777) | > loss_duration: 2.0957834720611572 (2.2558621565500894) | > loss_1: 38.96580123901367 (36.6963005065918)  --> STEP: 7 | > loss_disc: 2.203094244003296 (2.4429543699537004) | > loss_disc_real_0: 0.17037233710289001 (0.1792918954576765) | > loss_disc_real_1: 0.3457380533218384 (0.33190461354596273) | > loss_disc_real_2: 0.3195786774158478 (0.35596260854176115) | > loss_disc_real_3: 0.21602071821689606 (0.3123287111520767) | > loss_disc_real_4: 0.21691307425498962 (0.30626499227115084) | > loss_disc_real_5: 0.216261625289917 (0.3319507156099592) | > loss_0: 2.203094244003296 (2.4429543699537004) | > loss_gen: 3.139624834060669 (3.5520592076437816) | > loss_kl: 2.183832883834839 (1.6798819644110543) | > loss_feat: 6.5634918212890625 (6.796692507607596) | > loss_mel: 21.101436614990234 (22.204368046351842) | > loss_duration: 2.3958539962768555 (2.27586099079677) | > loss_1: 35.38424301147461 (36.508863721575054)  --> STEP: 8 | > loss_disc: 1.9380290508270264 (2.379838705062866) | > loss_disc_real_0: 0.18221653997898102 (0.17965747602283955) | > loss_disc_real_1: 0.293119341135025 (0.3270564544945955) | > loss_disc_real_2: 0.30730369687080383 (0.34988024458289146) | > loss_disc_real_3: 0.25551164150238037 (0.3052265774458647) | > loss_disc_real_4: 0.213156059384346 (0.29462637566030025) | > loss_disc_real_5: 0.1515059918165207 (0.3093951251357794) | > loss_0: 1.9380290508270264 (2.379838705062866) | > loss_gen: 3.829059362411499 (3.586684226989746) | > loss_kl: 1.65208101272583 (1.6764068454504013) | > loss_feat: 9.515971183776855 (7.136602342128754) | > loss_mel: 24.073896408081055 (22.438059091567993) | > loss_duration: 2.1623759269714355 (2.2616753578186035) | > loss_1: 41.2333869934082 (37.0994291305542)  --> STEP: 9 | > loss_disc: 2.6833994388580322 (2.4135676754845514) | > loss_disc_real_0: 0.10130968689918518 (0.17095216612021127) | > loss_disc_real_1: 0.40978091955184937 (0.3362480617231793) | > loss_disc_real_2: 0.4400860667228699 (0.35990311370955574) | > loss_disc_real_3: 0.4535788297653198 (0.32171016103691524) | > loss_disc_real_4: 0.31833475828170776 (0.2972606403960122) | > loss_disc_real_5: 0.3258807361125946 (0.31122685968875885) | > loss_0: 2.6833994388580322 (2.4135676754845514) | > loss_gen: 3.6784543991088867 (3.5968809127807617) | > loss_kl: 1.4953179359436035 (1.6562858555052016) | > loss_feat: 6.729523181915283 (7.091371324327257) | > loss_mel: 21.96809959411621 (22.385841369628906) | > loss_duration: 2.1364569664001465 (2.2477622032165527) | > loss_1: 36.007850646972656 (36.97814263237847)  --> STEP: 10 | > loss_disc: 2.3822522163391113 (2.4104361295700074) | > loss_disc_real_0: 0.19264879822731018 (0.17312182933092118) | > loss_disc_real_1: 0.3557029068470001 (0.33819354623556136) | > loss_disc_real_2: 0.28028640151023865 (0.351941442489624) | > loss_disc_real_3: 0.31102633476257324 (0.32064177840948105) | > loss_disc_real_4: 0.2508358061313629 (0.2926181569695473) | > loss_disc_real_5: 0.2168104350566864 (0.3017852172255516) | > loss_0: 2.3822522163391113 (2.4104361295700074) | > loss_gen: 3.251281499862671 (3.5623209714889525) | > loss_kl: 1.140592098236084 (1.6047164797782898) | > loss_feat: 6.461419105529785 (7.02837610244751) | > loss_mel: 22.439477920532227 (22.391205024719238) | > loss_duration: 2.245683193206787 (2.247554302215576) | > loss_1: 35.5384521484375 (36.834173583984374)  --> STEP: 11 | > loss_disc: 2.485236406326294 (2.41723615472967) | > loss_disc_real_0: 0.17183218896389008 (0.17300458929755472) | > loss_disc_real_1: 0.34572070837020874 (0.3388778337023475) | > loss_disc_real_2: 0.3800692856311798 (0.3544985191388564) | > loss_disc_real_3: 0.40274134278297424 (0.3281053751707077) | > loss_disc_real_4: 0.456247478723526 (0.3074935498562726) | > loss_disc_real_5: 0.3615603446960449 (0.3072193197228692) | > loss_0: 2.485236406326294 (2.41723615472967) | > loss_gen: 4.714139461517334 (3.6670317433097144) | > loss_kl: 2.27950119972229 (1.6660605452277444) | > loss_feat: 7.82449197769165 (7.10075027292425) | > loss_mel: 20.565086364746094 (22.225194237448953) | > loss_duration: 2.4129257202148438 (2.262588067488237) | > loss_1: 37.796142578125 (36.92162531072443)  --> STEP: 12 | > loss_disc: 2.3172643184661865 (2.4089051683743796) | > loss_disc_real_0: 0.10884525626897812 (0.16765797821184) | > loss_disc_real_1: 0.371043860912323 (0.3415583359698455) | > loss_disc_real_2: 0.23722952604293823 (0.3447261030475299) | > loss_disc_real_3: 0.3864523768424988 (0.3329676253100236) | > loss_disc_real_4: 0.3368154466152191 (0.30993704125285143) | > loss_disc_real_5: 0.3611658215522766 (0.31171486154198647) | > loss_0: 2.3172643184661865 (2.4089051683743796) | > loss_gen: 3.808255672454834 (3.678800404071808) | > loss_kl: 1.677629828453064 (1.6670246521631877) | > loss_feat: 6.826903820037842 (7.077929735183716) | > loss_mel: 22.033466339111328 (22.209216912587483) | > loss_duration: 2.2696027755737305 (2.2631726264953613) | > loss_1: 36.61585998535156 (36.89614486694336)  --> STEP: 13 | > loss_disc: 2.3518667221069336 (2.404517595584576) | > loss_disc_real_0: 0.14335216581821442 (0.16578830033540726) | > loss_disc_real_1: 0.3733609616756439 (0.3440046917933684) | > loss_disc_real_2: 0.3746592402458191 (0.3470286520627829) | > loss_disc_real_3: 0.2222798764705658 (0.3244531830916038) | > loss_disc_real_4: 0.2607019245624542 (0.3061497245843593) | > loss_disc_real_5: 0.30599740147590637 (0.31127505692151874) | > loss_0: 2.3518667221069336 (2.404517595584576) | > loss_gen: 3.283229112625122 (3.6483718431912937) | > loss_kl: 1.4592162370681763 (1.6510393894635713) | > loss_feat: 6.336365222930908 (7.020886311164269) | > loss_mel: 17.48938751220703 (21.84615311255822) | > loss_duration: 2.105499744415283 (2.2510439432584324) | > loss_1: 30.67369842529297 (36.41749514066256)  --> STEP: 14 | > loss_disc: 1.939478874206543 (2.3713005440575734) | > loss_disc_real_0: 0.1898869276046753 (0.16750963085464068) | > loss_disc_real_1: 0.2365492731332779 (0.3363293047462191) | > loss_disc_real_2: 0.21388660371303558 (0.33751850575208664) | > loss_disc_real_3: 0.24179154634475708 (0.31854878046682905) | > loss_disc_real_4: 0.36270055174827576 (0.31018906938178187) | > loss_disc_real_5: 0.25643303990364075 (0.30735776999167036) | > loss_0: 1.939478874206543 (2.3713005440575734) | > loss_gen: 3.947261095046997 (3.669721075466701) | > loss_kl: 1.4974405765533447 (1.6400680456842696) | > loss_feat: 8.399627685546875 (7.119367837905884) | > loss_mel: 23.80559539794922 (21.98611327580043) | > loss_duration: 2.3574304580688477 (2.2586429800306047) | > loss_1: 40.007354736328125 (36.6739136832101)  --> STEP: 15 | > loss_disc: 2.5447468757629395 (2.3828636328379313) | > loss_disc_real_0: 0.09072183072566986 (0.16239044417937595) | > loss_disc_real_1: 0.2889951467514038 (0.3331736942132314) | > loss_disc_real_2: 0.2855873703956604 (0.33405643006165825) | > loss_disc_real_3: 0.4212169945240021 (0.3253933280706406) | > loss_disc_real_4: 0.3200281262397766 (0.31084500650564817) | > loss_disc_real_5: 0.4314918518066406 (0.3156333754460017) | > loss_0: 2.5447468757629395 (2.3828636328379313) | > loss_gen: 3.480041980743408 (3.657075802485148) | > loss_kl: 1.543612003326416 (1.6336376428604127) | > loss_feat: 11.115214347839355 (7.385757605234782) | > loss_mel: 23.12822151184082 (22.062253824869792) | > loss_duration: 2.2887420654296875 (2.260649585723877) | > loss_1: 41.55583190917969 (36.99937489827474)  --> STEP: 16 | > loss_disc: 2.1648130416870117 (2.369235470890999) | > loss_disc_real_0: 0.08923012018203735 (0.1578179239295423) | > loss_disc_real_1: 0.3306690454483032 (0.3330171536654234) | > loss_disc_real_2: 0.28644251823425293 (0.3310805605724454) | > loss_disc_real_3: 0.35247015953063965 (0.3270856300368905) | > loss_disc_real_4: 0.3211648166179657 (0.311489994637668) | > loss_disc_real_5: 0.24931351840496063 (0.3114883843809366) | > loss_0: 2.1648130416870117 (2.369235470890999) | > loss_gen: 4.145684242248535 (3.68761382997036) | > loss_kl: 1.7317603826522827 (1.6397703140974045) | > loss_feat: 8.127081871032715 (7.432090371847153) | > loss_mel: 22.23138427734375 (22.072824478149414) | > loss_duration: 2.3961997032165527 (2.269121468067169) | > loss_1: 38.63210678100586 (37.101420640945435)  --> STEP: 17 | > loss_disc: 2.3419156074523926 (2.3676284201004925) | > loss_disc_real_0: 0.17555712163448334 (0.15886140614748) | > loss_disc_real_1: 0.4157858192920685 (0.33788589870228486) | > loss_disc_real_2: 0.3971957862377167 (0.33496969149393196) | > loss_disc_real_3: 0.3081924617290497 (0.3259742671952528) | > loss_disc_real_4: 0.24550999701023102 (0.30760881830664233) | > loss_disc_real_5: 0.2694472074508667 (0.30901537397328543) | > loss_0: 2.3419156074523926 (2.3676284201004925) | > loss_gen: 3.782949447631836 (3.6932218074798584) | > loss_kl: 1.3932377099990845 (1.625268396209268) | > loss_feat: 6.1440019607543945 (7.356320465312285) | > loss_mel: 20.459178924560547 (21.977904151467715) | > loss_duration: 2.3766486644744873 (2.2754465972675995) | > loss_1: 34.1560173034668 (36.92816162109375)  --> STEP: 18 | > loss_disc: 2.1904988288879395 (2.3577878872553506) | > loss_disc_real_0: 0.08707012236118317 (0.15487300149268574) | > loss_disc_real_1: 0.21247665584087372 (0.33091871854331756) | > loss_disc_real_2: 0.2942456007003784 (0.3327072420054012) | > loss_disc_real_3: 0.3018266558647156 (0.3246327332324452) | > loss_disc_real_4: 0.25589364767074585 (0.30473575327131475) | > loss_disc_real_5: 0.25274181365966797 (0.3058890650669734) | > loss_0: 2.1904988288879395 (2.3577878872553506) | > loss_gen: 2.918545722961426 (3.650184247228834) | > loss_kl: 1.9532184600830078 (1.6434878442022536) | > loss_feat: 7.246806621551514 (7.35023636288113) | > loss_mel: 22.03805160522461 (21.981245676676433) | > loss_duration: 2.172804594039917 (2.2697442637549505) | > loss_1: 36.329429626464844 (36.89489873250326)  --> STEP: 19 | > loss_disc: 2.7238473892211914 (2.3770541768325004) | > loss_disc_real_0: 0.2328876554965973 (0.15897903591394424) | > loss_disc_real_1: 0.29551833868026733 (0.3290555406557886) | > loss_disc_real_2: 0.40929800271987915 (0.33673833467458425) | > loss_disc_real_3: 0.3959505558013916 (0.32838630284133713) | > loss_disc_real_4: 0.4120734930038452 (0.3103851079940795) | > loss_disc_real_5: 0.36405056715011597 (0.30895019675555985) | > loss_0: 2.7238473892211914 (2.3770541768325004) | > loss_gen: 3.615178108215332 (3.6483418188597025) | > loss_kl: 1.579454779624939 (1.6401176829087107) | > loss_feat: 8.321982383728027 (7.401380890294125) | > loss_mel: 22.280019760131836 (21.996970628437243) | > loss_duration: 2.3364055156707764 (2.273252750697889) | > loss_1: 38.13304138183594 (36.960064135099714)  --> STEP: 20 | > loss_disc: 2.4291369915008545 (2.379658317565918) | > loss_disc_real_0: 0.21343204379081726 (0.1617016863077879) | > loss_disc_real_1: 0.4217359721660614 (0.33368956223130225) | > loss_disc_real_2: 0.3242068588733673 (0.3361117608845234) | > loss_disc_real_3: 0.2865491211414337 (0.326294443756342) | > loss_disc_real_4: 0.3140125870704651 (0.31056648194789876) | > loss_disc_real_5: 0.395766019821167 (0.31329098790884025) | > loss_0: 2.4291369915008545 (2.379658317565918) | > loss_gen: 4.277568817138672 (3.679803168773651) | > loss_kl: 1.4559860229492188 (1.6309110999107361) | > loss_feat: 7.214292049407959 (7.392026448249817) | > loss_mel: 23.37568473815918 (22.06590633392334) | > loss_duration: 2.3124828338623047 (2.2752142548561096) | > loss_1: 38.636016845703125 (37.04386177062988)  --> STEP: 21 | > loss_disc: 2.1907119750976562 (2.370660872686477) | > loss_disc_real_0: 0.1668786108493805 (0.1619482065240542) | > loss_disc_real_1: 0.4257471263408661 (0.3380732557603291) | > loss_disc_real_2: 0.25585874915122986 (0.3322901888972237) | > loss_disc_real_3: 0.28080645203590393 (0.3241283489125116) | > loss_disc_real_4: 0.29878103733062744 (0.3100052702994573) | > loss_disc_real_5: 0.2515169382095337 (0.31034936649458755) | > loss_0: 2.1907119750976562 (2.370660872686477) | > loss_gen: 3.6393790245056152 (3.677878209522792) | > loss_kl: 1.0244027376174927 (1.6020297493253435) | > loss_feat: 6.490010738372803 (7.349073319208054) | > loss_mel: 20.94922637939453 (22.012731097993395) | > loss_duration: 2.165334701538086 (2.269981895174299) | > loss_1: 34.26835632324219 (36.911694844563804)  --> STEP: 22 | > loss_disc: 2.594820499420166 (2.3808499466289175) | > loss_disc_real_0: 0.23220664262771606 (0.1651417718014934) | > loss_disc_real_1: 0.3425137996673584 (0.33827509866519406) | > loss_disc_real_2: 0.30360549688339233 (0.3309863392602314) | > loss_disc_real_3: 0.31246572732925415 (0.32359822974963626) | > loss_disc_real_4: 0.4014965891838074 (0.3141639666123823) | > loss_disc_real_5: 0.35303589701652527 (0.31228966333649383) | > loss_0: 2.594820499420166 (2.3808499466289175) | > loss_gen: 3.4529225826263428 (3.667652953754772) | > loss_kl: 1.3469980955123901 (1.5904374014247546) | > loss_feat: 8.074304580688477 (7.382038376548073) | > loss_mel: 23.38693618774414 (22.07519496570934) | > loss_duration: 2.1628284454345703 (2.2651112838224936) | > loss_1: 38.423988342285156 (36.98043545809659)  --> STEP: 23 | > loss_disc: 2.5212645530700684 (2.386954929517663) | > loss_disc_real_0: 0.19852030277252197 (0.16659301227849463) | > loss_disc_real_1: 0.46600541472435 (0.34382859066776605) | > loss_disc_real_2: 0.3807342052459717 (0.3331492899552636) | > loss_disc_real_3: 0.3523782193660736 (0.3248495336460031) | > loss_disc_real_4: 0.38239702582359314 (0.3171306213606958) | > loss_disc_real_5: 0.3002496659755707 (0.31176618519036675) | > loss_0: 2.5212645530700684 (2.386954929517663) | > loss_gen: 4.596196174621582 (3.708024398140285) | > loss_kl: 1.3990013599395752 (1.582114095273225) | > loss_feat: 8.106969833374023 (7.413557135540506) | > loss_mel: 19.875530242919922 (21.97955736906632) | > loss_duration: 2.3013134002685547 (2.266685288885366) | > loss_1: 36.27900695800781 (36.94993856678838)  --> STEP: 24 | > loss_disc: 2.570603132247925 (2.3946069379647574) | > loss_disc_real_0: 0.12580636143684387 (0.16489356849342585) | > loss_disc_real_1: 0.3244132697582245 (0.3430196189632018) | > loss_disc_real_2: 0.31782442331314087 (0.33251075384517514) | > loss_disc_real_3: 0.35085543990135193 (0.3259331130733093) | > loss_disc_real_4: 0.3707410991191864 (0.3193643912672996) | > loss_disc_real_5: 0.3478396236896515 (0.31326924512783694) | > loss_0: 2.570603132247925 (2.3946069379647574) | > loss_gen: 3.2324631214141846 (3.6882093449433646) | > loss_kl: 1.347908616065979 (1.57235553363959) | > loss_feat: 4.788792133331299 (7.304191927115123) | > loss_mel: 20.948040008544922 (21.936577479044598) | > loss_duration: 2.4298088550567627 (2.2734821041425075) | > loss_1: 32.747013092041016 (36.77481667200724)  --> STEP: 25 | > loss_disc: 2.454392433166504 (2.3969983577728273) | > loss_disc_real_0: 0.18038541078567505 (0.16551324218511582) | > loss_disc_real_1: 0.42292520403862 (0.34621584236621855) | > loss_disc_real_2: 0.3677603602409363 (0.33392073810100553) | > loss_disc_real_3: 0.43289875984191895 (0.33021173894405365) | > loss_disc_real_4: 0.48549216985702515 (0.3260095024108886) | > loss_disc_real_5: 0.2730437219142914 (0.3116602241992951) | > loss_0: 2.454392433166504 (2.3969983577728273) | > loss_gen: 5.041919231414795 (3.7423577404022215) | > loss_kl: 1.3976495265960693 (1.565367293357849) | > loss_feat: 10.127330780029297 (7.417117481231689) | > loss_mel: 20.581687927246094 (21.882381896972657) | > loss_duration: 2.3712680339813232 (2.27739354133606) | > loss_1: 39.51985549926758 (36.884618225097654)  --> STEP: 26 | > loss_disc: 1.8542085886001587 (2.3761218281892633) | > loss_disc_real_0: 0.08653931319713593 (0.16247578337788582) | > loss_disc_real_1: 0.2956830561161041 (0.3442722736642911) | > loss_disc_real_2: 0.22719250619411469 (0.32981580610458666) | > loss_disc_real_3: 0.34835582971572876 (0.33090958858911806) | > loss_disc_real_4: 0.17163395881652832 (0.3200719815034132) | > loss_disc_real_5: 0.14774714410305023 (0.30535587496482414) | > loss_0: 1.8542085886001587 (2.3761218281892633) | > loss_gen: 4.880337715148926 (3.7861262009694028) | > loss_kl: 2.0463008880615234 (1.5838647393079905) | > loss_feat: 17.636999130249023 (7.810189852347741) | > loss_mel: 24.554107666015625 (21.985140580397385) | > loss_duration: 2.3260703086853027 (2.2792657246956463) | > loss_1: 51.44381332397461 (37.44458726736215) --> EVAL PERFORMANCE | > avg_loader_time: 0.002253211461580717 (-6.359357100266597e-05) | > avg_loss_disc: 2.3761218281892633 (+0.10793629517922021) | > avg_loss_disc_real_0: 0.16247578337788582 (+0.004193407125197918) | > avg_loss_disc_real_1: 0.3442722736642911 (+0.038675961586145224) | > avg_loss_disc_real_2: 0.32981580610458666 (+0.024225645340405944) | > avg_loss_disc_real_3: 0.33090958858911806 (+0.03301210242968339) | > avg_loss_disc_real_4: 0.3200719815034132 (+0.06721343802144886) | > avg_loss_disc_real_5: 0.30535587496482414 (+0.03568354908090371) | > avg_loss_0: 2.3761218281892633 (+0.10793629517922021) | > avg_loss_gen: 3.7861262009694028 (+0.5844626976893501) | > avg_loss_kl: 1.5838647393079905 (-0.05261942973503686) | > avg_loss_feat: 7.810189852347741 (+0.7855516030238228) | > avg_loss_mel: 21.985140580397385 (+0.5340360494760361) | > avg_loss_duration: 2.2792657246956463 (+0.008952434246356944) | > avg_loss_1: 37.44458726736215 (+1.8603834005502549)  > EPOCH: 26/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:06:16)   --> TIME: 2024-06-10 16:06:24 -- STEP: 19/330 -- GLOBAL_STEP: 96600 | > loss_disc: 2.3626906871795654 (2.219700756825899) | > loss_disc_real_0: 0.10695906728506088 (0.11014589686927043) | > loss_disc_real_1: 0.1393066942691803 (0.1944175644924766) | > loss_disc_real_2: 0.20761367678642273 (0.2121002799586246) | > loss_disc_real_3: 0.25432148575782776 (0.22462477809504458) | > loss_disc_real_4: 0.22110289335250854 (0.21101035177707672) | > loss_disc_real_5: 0.22999711334705353 (0.21665132124173014) | > loss_0: 2.3626906871795654 (2.219700756825899) | > grad_norm_0: tensor(18.8522, device='cuda:0') (tensor(11.3431, device='cuda:0')) | > loss_gen: 2.723572015762329 (2.6976883536890934) | > loss_kl: 1.4633681774139404 (1.4784113043232967) | > loss_feat: 7.357784748077393 (6.904107671034963) | > loss_mel: 21.071842193603516 (21.658550764385023) | > loss_duration: 2.1637749671936035 (2.273114329890201) | > loss_1: 34.78034210205078 (35.01187194021125) | > grad_norm_1: tensor(214.3209, device='cuda:0') (tensor(162.8184, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3472 (0.3525317844591643) | > loader_time: 0.0031 (0.0030348175450375207)  --> TIME: 2024-06-10 16:06:33 -- STEP: 44/330 -- GLOBAL_STEP: 96625 | > loss_disc: 2.3819375038146973 (2.2342355766079636) | > loss_disc_real_0: 0.09090448170900345 (0.11314375622367318) | > loss_disc_real_1: 0.2139527052640915 (0.19968957691030068) | > loss_disc_real_2: 0.23930098116397858 (0.21233546767722478) | > loss_disc_real_3: 0.20921871066093445 (0.22357728670943866) | > loss_disc_real_4: 0.20243386924266815 (0.2174535370008512) | > loss_disc_real_5: 0.23729458451271057 (0.21978578039190985) | > loss_0: 2.3819375038146973 (2.2342355766079636) | > grad_norm_0: tensor(10.5756, device='cuda:0') (tensor(15.0703, device='cuda:0')) | > loss_gen: 2.6127350330352783 (2.669971000064503) | > loss_kl: 1.5020482540130615 (1.4857112711126155) | > loss_feat: 7.009518623352051 (6.922105702486905) | > loss_mel: 21.15999984741211 (21.43056093562733) | > loss_duration: 2.0512092113494873 (2.185079775073312) | > loss_1: 34.33551025390625 (34.693428646434434) | > grad_norm_1: tensor(193.4704, device='cuda:0') (tensor(191.6776, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3704 (0.353264949538491) | > loader_time: 0.003 (0.003230089491063898)  --> TIME: 2024-06-10 16:06:42 -- STEP: 69/330 -- GLOBAL_STEP: 96650 | > loss_disc: 2.2296674251556396 (2.2110358131104615) | > loss_disc_real_0: 0.13357125222682953 (0.11078478487721388) | > loss_disc_real_1: 0.20778536796569824 (0.20219807996266131) | > loss_disc_real_2: 0.20769348740577698 (0.2118379704762196) | > loss_disc_real_3: 0.18664097785949707 (0.21982232362463855) | > loss_disc_real_4: 0.17167294025421143 (0.2131572484538175) | > loss_disc_real_5: 0.1753254383802414 (0.21494927203309708) | > loss_0: 2.2296674251556396 (2.2110358131104615) | > grad_norm_0: tensor(11.6220, device='cuda:0') (tensor(14.8261, device='cuda:0')) | > loss_gen: 2.7871360778808594 (2.6828205827353657) | > loss_kl: 1.404502511024475 (1.4912423621053281) | > loss_feat: 7.662763595581055 (7.027484444604403) | > loss_mel: 21.112165451049805 (21.361836613088414) | > loss_duration: 2.0549356937408447 (2.1545707246531602) | > loss_1: 35.02150344848633 (34.71795477383379) | > grad_norm_1: tensor(213.0909, device='cuda:0') (tensor(181.2856, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3522 (0.35427279057710065) | > loader_time: 0.0033 (0.0033404619797416353)  --> TIME: 2024-06-10 16:06:51 -- STEP: 94/330 -- GLOBAL_STEP: 96675 | > loss_disc: 2.125324010848999 (2.1930855246300394) | > loss_disc_real_0: 0.11782252788543701 (0.11049596850383789) | > loss_disc_real_1: 0.2167282998561859 (0.20231806534401914) | > loss_disc_real_2: 0.20081809163093567 (0.2094501513749995) | > loss_disc_real_3: 0.19944322109222412 (0.21742753938157508) | > loss_disc_real_4: 0.21434856951236725 (0.21005689336898478) | > loss_disc_real_5: 0.20777253806591034 (0.21224649630962533) | > loss_0: 2.125324010848999 (2.1930855246300394) | > grad_norm_0: tensor(18.3496, device='cuda:0') (tensor(15.0469, device='cuda:0')) | > loss_gen: 2.749614715576172 (2.7012978842917903) | > loss_kl: 1.421842336654663 (1.471392743130947) | > loss_feat: 7.183888912200928 (7.121569126210314) | > loss_mel: 21.128311157226562 (21.307185517980706) | > loss_duration: 2.1287877559661865 (2.141345166145486) | > loss_1: 34.61244583129883 (34.74279058740493) | > grad_norm_1: tensor(259.9427, device='cuda:0') (tensor(181.2112, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3538 (0.35446746805880947) | > loader_time: 0.0036 (0.003394862438770051)  --> TIME: 2024-06-10 16:07:00 -- STEP: 119/330 -- GLOBAL_STEP: 96700 | > loss_disc: 2.180081367492676 (2.1875163487025677) | > loss_disc_real_0: 0.0926869660615921 (0.111463124981197) | > loss_disc_real_1: 0.20167598128318787 (0.2034438247440242) | > loss_disc_real_2: 0.20528602600097656 (0.20921237679088817) | > loss_disc_real_3: 0.22024713456630707 (0.21646096363288014) | > loss_disc_real_4: 0.1973113864660263 (0.2078557659347518) | > loss_disc_real_5: 0.182103231549263 (0.20909973615858735) | > loss_0: 2.180081367492676 (2.1875163487025677) | > grad_norm_0: tensor(7.6999, device='cuda:0') (tensor(14.6240, device='cuda:0')) | > loss_gen: 2.3932178020477295 (2.7110518146963676) | > loss_kl: 1.4383995532989502 (1.4672223219350602) | > loss_feat: 6.9513163566589355 (7.211916025947122) | > loss_mel: 20.24545669555664 (21.34553401209728) | > loss_duration: 2.104748249053955 (2.136199378165878) | > loss_1: 33.133140563964844 (34.87192368707737) | > grad_norm_1: tensor(73.6959, device='cuda:0') (tensor(181.2336, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3668 (0.35572299636712607) | > loader_time: 0.0036 (0.0034729332483115316)  --> TIME: 2024-06-10 16:07:10 -- STEP: 144/330 -- GLOBAL_STEP: 96725 | > loss_disc: 2.3780901432037354 (2.196529537439347) | > loss_disc_real_0: 0.09306780248880386 (0.1119868309599244) | > loss_disc_real_1: 0.22835180163383484 (0.2034469446581271) | > loss_disc_real_2: 0.19954586029052734 (0.21009737149708801) | > loss_disc_real_3: 0.17740561068058014 (0.21644442673358652) | > loss_disc_real_4: 0.20724812150001526 (0.20804923400282857) | > loss_disc_real_5: 0.17824497818946838 (0.20908315024442145) | > loss_0: 2.3780901432037354 (2.196529537439347) | > grad_norm_0: tensor(14.1581, device='cuda:0') (tensor(14.0924, device='cuda:0')) | > loss_gen: 2.5584967136383057 (2.706811086999045) | > loss_kl: 1.5351855754852295 (1.4632768622703016) | > loss_feat: 7.304656505584717 (7.20282303624683) | > loss_mel: 21.523340225219727 (21.34266050656637) | > loss_duration: 2.1076717376708984 (2.1369752138853078) | > loss_1: 35.02935028076172 (34.852546877331214) | > grad_norm_1: tensor(186.4051, device='cuda:0') (tensor(174.3425, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3632 (0.35751730038060087) | > loader_time: 0.0046 (0.003556791279051039)  --> TIME: 2024-06-10 16:07:19 -- STEP: 169/330 -- GLOBAL_STEP: 96750 | > loss_disc: 2.2659926414489746 (2.1962525802251167) | > loss_disc_real_0: 0.1074235737323761 (0.1112216445865363) | > loss_disc_real_1: 0.2007414549589157 (0.20382340419927292) | > loss_disc_real_2: 0.1979539543390274 (0.21182611337780247) | > loss_disc_real_3: 0.2264314591884613 (0.2159299443988405) | > loss_disc_real_4: 0.23746906220912933 (0.20724566122131227) | > loss_disc_real_5: 0.2502846121788025 (0.20823400189890665) | > loss_0: 2.2659926414489746 (2.1962525802251167) | > grad_norm_0: tensor(21.1186, device='cuda:0') (tensor(14.8957, device='cuda:0')) | > loss_gen: 2.7576241493225098 (2.705808213476599) | > loss_kl: 1.307690143585205 (1.4567888982197232) | > loss_feat: 7.021651268005371 (7.208745984636115) | > loss_mel: 20.07313346862793 (21.348709501458348) | > loss_duration: 2.160255193710327 (2.1387643038168456) | > loss_1: 33.32035446166992 (34.858817083595795) | > grad_norm_1: tensor(249.7186, device='cuda:0') (tensor(178.7369, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.3876 (0.36030188537913665) | > loader_time: 0.0044 (0.0036735308946237058)  --> TIME: 2024-06-10 16:07:29 -- STEP: 194/330 -- GLOBAL_STEP: 96775 | > loss_disc: 2.1761178970336914 (2.2010522871902314) | > loss_disc_real_0: 0.10014134645462036 (0.11197524350712594) | > loss_disc_real_1: 0.18617676198482513 (0.20415899387954436) | > loss_disc_real_2: 0.17072135210037231 (0.21209641077469304) | > loss_disc_real_3: 0.18560248613357544 (0.21626256859486864) | > loss_disc_real_4: 0.18177825212478638 (0.20716264905388815) | > loss_disc_real_5: 0.21565014123916626 (0.208203126397944) | > loss_0: 2.1761178970336914 (2.2010522871902314) | > grad_norm_0: tensor(12.8728, device='cuda:0') (tensor(15.7971, device='cuda:0')) | > loss_gen: 2.6426055431365967 (2.701179289326227) | > loss_kl: 1.5114998817443848 (1.4521981557619938) | > loss_feat: 6.59323787689209 (7.200163647071602) | > loss_mel: 20.794021606445312 (21.299472533550468) | > loss_duration: 2.157729148864746 (2.1434758459169827) | > loss_1: 33.699092864990234 (34.796489577932476) | > grad_norm_1: tensor(273.7412, device='cuda:0') (tensor(183.2454, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.39 (0.36342645920429034) | > loader_time: 0.0044 (0.0037621738984412755)  --> TIME: 2024-06-10 16:07:39 -- STEP: 219/330 -- GLOBAL_STEP: 96800 | > loss_disc: 2.1681160926818848 (2.2035531094085137) | > loss_disc_real_0: 0.09295178204774857 (0.11267019109162565) | > loss_disc_real_1: 0.16260293126106262 (0.20489633512007047) | > loss_disc_real_2: 0.21581123769283295 (0.2125698567525437) | > loss_disc_real_3: 0.2140543907880783 (0.21576697552857332) | > loss_disc_real_4: 0.22310762107372284 (0.2064915664119807) | > loss_disc_real_5: 0.20830757915973663 (0.20821425441193253) | > loss_0: 2.1681160926818848 (2.2035531094085137) | > grad_norm_0: tensor(16.6771, device='cuda:0') (tensor(16.7813, device='cuda:0')) | > loss_gen: 2.4812116622924805 (2.70255538317711) | > loss_kl: 1.630858063697815 (1.4551491285567957) | > loss_feat: 8.061152458190918 (7.221472984035265) | > loss_mel: 22.021343231201172 (21.26959708401058) | > loss_duration: 2.201913356781006 (2.147982268572942) | > loss_1: 36.39647674560547 (34.79675698824669) | > grad_norm_1: tensor(300.8451, device='cuda:0') (tensor(192.7661, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.4131 (0.3670290953492465) | > loader_time: 0.0046 (0.003875451545192771)  --> TIME: 2024-06-10 16:07:49 -- STEP: 244/330 -- GLOBAL_STEP: 96825 | > loss_disc: 2.1830196380615234 (2.2017404979369677) | > loss_disc_real_0: 0.14189407229423523 (0.11352583361392626) | > loss_disc_real_1: 0.16106045246124268 (0.2040816809920991) | > loss_disc_real_2: 0.20998071134090424 (0.2122290826356802) | > loss_disc_real_3: 0.2570521831512451 (0.2154844470444273) | > loss_disc_real_4: 0.2162054181098938 (0.2063436017173235) | > loss_disc_real_5: 0.20225638151168823 (0.20738395004243146) | > loss_0: 2.1830196380615234 (2.2017404979369677) | > grad_norm_0: tensor(7.9956, device='cuda:0') (tensor(16.7188, device='cuda:0')) | > loss_gen: 2.74446964263916 (2.70358853066554) | > loss_kl: 1.2720533609390259 (1.449684779174992) | > loss_feat: 7.179010391235352 (7.23262255113633) | > loss_mel: 19.637409210205078 (21.234225335668352) | > loss_duration: 2.1350181102752686 (2.154869038550581) | > loss_1: 32.967960357666016 (34.7749903788332) | > grad_norm_1: tensor(223.9379, device='cuda:0') (tensor(193.5498, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.4261 (0.37080818610113175) | > loader_time: 0.0057 (0.0040008181431254375)  --> TIME: 2024-06-10 16:08:00 -- STEP: 269/330 -- GLOBAL_STEP: 96850 | > loss_disc: 2.1059842109680176 (2.201572151875407) | > loss_disc_real_0: 0.10018172860145569 (0.11349464801995285) | > loss_disc_real_1: 0.19411540031433105 (0.20412003163068268) | > loss_disc_real_2: 0.22526980936527252 (0.21272744797862594) | > loss_disc_real_3: 0.21529890596866608 (0.21522715133805256) | > loss_disc_real_4: 0.1651998609304428 (0.20563303039419598) | > loss_disc_real_5: 0.1656174212694168 (0.20684019152116598) | > loss_0: 2.1059842109680176 (2.201572151875407) | > grad_norm_0: tensor(13.3272, device='cuda:0') (tensor(16.9666, device='cuda:0')) | > loss_gen: 2.7210867404937744 (2.7024764252418043) | > loss_kl: 1.4422595500946045 (1.450544828819076) | > loss_feat: 7.778512954711914 (7.262208686885337) | > loss_mel: 20.014923095703125 (21.21108377733196) | > loss_duration: 2.240016460418701 (2.1609189926913244) | > loss_1: 34.19679641723633 (34.7872328350535) | > grad_norm_1: tensor(333.2216, device='cuda:0') (tensor(197.4134, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.4185 (0.37531547298218676) | > loader_time: 0.0057 (0.004134744516535761)  --> TIME: 2024-06-10 16:08:11 -- STEP: 294/330 -- GLOBAL_STEP: 96875 | > loss_disc: 2.3216559886932373 (2.2069259075080465) | > loss_disc_real_0: 0.10901828110218048 (0.11430346690827892) | > loss_disc_real_1: 0.21932926774024963 (0.20533824671490664) | > loss_disc_real_2: 0.1830407679080963 (0.2126735702765232) | > loss_disc_real_3: 0.20810623466968536 (0.21593561307305387) | > loss_disc_real_4: 0.19553902745246887 (0.20611252311338368) | > loss_disc_real_5: 0.19727644324302673 (0.20715362183293515) | > loss_0: 2.3216559886932373 (2.2069259075080465) | > grad_norm_0: tensor(22.9701, device='cuda:0') (tensor(17.4368, device='cuda:0')) | > loss_gen: 2.424067974090576 (2.7035993151113296) | > loss_kl: 1.5617719888687134 (1.452515146359294) | > loss_feat: 8.094321250915527 (7.278552801430632) | > loss_mel: 21.546253204345703 (21.182302312786096) | > loss_duration: 2.2923314571380615 (2.168838583693213) | > loss_1: 35.91874694824219 (34.78580825182854) | > grad_norm_1: tensor(160.3884, device='cuda:0') (tensor(198.6825, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.4577 (0.38068022533338897) | > loader_time: 0.0065 (0.0042729775110880545)  --> TIME: 2024-06-10 16:08:24 -- STEP: 319/330 -- GLOBAL_STEP: 96900 | > loss_disc: 2.2013747692108154 (2.206484253877383) | > loss_disc_real_0: 0.1424391269683838 (0.1146887794113645) | > loss_disc_real_1: 0.253081351518631 (0.20678060765737277) | > loss_disc_real_2: 0.2008487582206726 (0.21249077237885583) | > loss_disc_real_3: 0.202687606215477 (0.21565546693286186) | > loss_disc_real_4: 0.2285347431898117 (0.20606107958431896) | > loss_disc_real_5: 0.20961253345012665 (0.20648169526859506) | > loss_0: 2.2013747692108154 (2.206484253877383) | > grad_norm_0: tensor(24.7572, device='cuda:0') (tensor(17.4091, device='cuda:0')) | > loss_gen: 2.5955519676208496 (2.7029672902205886) | > loss_kl: 1.5225334167480469 (1.4526431246611011) | > loss_feat: 7.962924957275391 (7.32064816346363) | > loss_mel: 20.005355834960938 (21.161523262908855) | > loss_duration: 2.3565683364868164 (2.1813611154645964) | > loss_1: 34.44293212890625 (34.81914301426804) | > grad_norm_1: tensor(266.7316, device='cuda:0') (tensor(197.4323, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.5337 (0.39012139717986966) | > loader_time: 0.0069 (0.004474770686469485)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.227675199508667 (2.227675199508667) | > loss_disc_real_0: 0.08560539036989212 (0.08560539036989212) | > loss_disc_real_1: 0.24348023533821106 (0.24348023533821106) | > loss_disc_real_2: 0.21491070091724396 (0.21491070091724396) | > loss_disc_real_3: 0.28760653734207153 (0.28760653734207153) | > loss_disc_real_4: 0.185785174369812 (0.185785174369812) | > loss_disc_real_5: 0.18785163760185242 (0.18785163760185242) | > loss_0: 2.227675199508667 (2.227675199508667) | > loss_gen: 2.5132226943969727 (2.5132226943969727) | > loss_kl: 1.2452707290649414 (1.2452707290649414) | > loss_feat: 4.689103603363037 (4.689103603363037) | > loss_mel: 16.70747947692871 (16.70747947692871) | > loss_duration: 2.7882351875305176 (2.7882351875305176) | > loss_1: 27.943309783935547 (27.943309783935547)  --> STEP: 1 | > loss_disc: 2.0499744415283203 (2.0499744415283203) | > loss_disc_real_0: 0.07629956305027008 (0.07629956305027008) | > loss_disc_real_1: 0.13768580555915833 (0.13768580555915833) | > loss_disc_real_2: 0.17349758744239807 (0.17349758744239807) | > loss_disc_real_3: 0.34505245089530945 (0.34505245089530945) | > loss_disc_real_4: 0.2941977083683014 (0.2941977083683014) | > loss_disc_real_5: 0.3041209876537323 (0.3041209876537323) | > loss_0: 2.0499744415283203 (2.0499744415283203) | > loss_gen: 3.2848756313323975 (3.2848756313323975) | > loss_kl: 2.152940273284912 (2.152940273284912) | > loss_feat: 7.139256000518799 (7.139256000518799) | > loss_mel: 23.26646614074707 (23.26646614074707) | > loss_duration: 2.2984042167663574 (2.2984042167663574) | > loss_1: 38.14194107055664 (38.14194107055664)  --> STEP: 2 | > loss_disc: 2.528658628463745 (2.2893165349960327) | > loss_disc_real_0: 0.03817182034254074 (0.05723569169640541) | > loss_disc_real_1: 0.19881407916545868 (0.1682499423623085) | > loss_disc_real_2: 0.19257140159606934 (0.1830344945192337) | > loss_disc_real_3: 0.3571595847606659 (0.35110601782798767) | > loss_disc_real_4: 0.29546305537223816 (0.2948303818702698) | > loss_disc_real_5: 0.3502766191959381 (0.3271988034248352) | > loss_0: 2.528658628463745 (2.2893165349960327) | > loss_gen: 2.510615825653076 (2.897745728492737) | > loss_kl: 1.708933711051941 (1.9309369921684265) | > loss_feat: 6.065174579620361 (6.60221529006958) | > loss_mel: 23.117151260375977 (23.191808700561523) | > loss_duration: 2.379869222640991 (2.3391367197036743) | > loss_1: 35.781742095947266 (36.96184158325195)  --> STEP: 3 | > loss_disc: 1.606205940246582 (2.0616130034128823) | > loss_disc_real_0: 0.07960018515586853 (0.06469052284955978) | > loss_disc_real_1: 0.13523292541503906 (0.15724427004655203) | > loss_disc_real_2: 0.17892907559871674 (0.18166602154572806) | > loss_disc_real_3: 0.27851957082748413 (0.3269105354944865) | > loss_disc_real_4: 0.20113815367221832 (0.26359963913758594) | > loss_disc_real_5: 0.20007313787937164 (0.28482358157634735) | > loss_0: 1.606205940246582 (2.0616130034128823) | > loss_gen: 4.194520950317383 (3.3300041357676187) | > loss_kl: 1.1063001155853271 (1.6560580333073933) | > loss_feat: 9.058808326721191 (7.421079635620117) | > loss_mel: 20.976163864135742 (22.45326042175293) | > loss_duration: 2.187269449234009 (2.2885142962137857) | > loss_1: 37.52306365966797 (37.14891560872396)  --> STEP: 4 | > loss_disc: 2.2132065296173096 (2.0995113849639893) | > loss_disc_real_0: 0.12214551866054535 (0.07905427180230618) | > loss_disc_real_1: 0.19414560496807098 (0.16646960377693176) | > loss_disc_real_2: 0.24345646798610687 (0.19711363315582275) | > loss_disc_real_3: 0.2680244445800781 (0.3121890127658844) | > loss_disc_real_4: 0.24003417789936066 (0.25770827382802963) | > loss_disc_real_5: 0.2611362636089325 (0.27890175208449364) | > loss_0: 2.2132065296173096 (2.0995113849639893) | > loss_gen: 2.7585415840148926 (3.1871384978294373) | > loss_kl: 2.0018274784088135 (1.7425003945827484) | > loss_feat: 6.643979549407959 (7.226804614067078) | > loss_mel: 21.439476013183594 (22.199814319610596) | > loss_duration: 2.250178575515747 (2.278930366039276) | > loss_1: 35.0940055847168 (36.63518810272217)  --> STEP: 5 | > loss_disc: 2.5549187660217285 (2.190592861175537) | > loss_disc_real_0: 0.20510327816009521 (0.10426407307386398) | > loss_disc_real_1: 0.30133992433547974 (0.19344366788864137) | > loss_disc_real_2: 0.21935811638832092 (0.2015625298023224) | > loss_disc_real_3: 0.3071589171886444 (0.3111829936504364) | > loss_disc_real_4: 0.2962573170661926 (0.26541808247566223) | > loss_disc_real_5: 0.33592909574508667 (0.29030722081661225) | > loss_0: 2.5549187660217285 (2.190592861175537) | > loss_gen: 2.6970160007476807 (3.0891139984130858) | > loss_kl: 1.8903956413269043 (1.7720794439315797) | > loss_feat: 4.9784393310546875 (6.7771315574646) | > loss_mel: 21.86271095275879 (22.132393646240235) | > loss_duration: 2.3757996559143066 (2.298304224014282) | > loss_1: 33.80436325073242 (36.06902313232422)  --> STEP: 6 | > loss_disc: 2.303248167037964 (2.2093687454859414) | > loss_disc_real_0: 0.08645358681678772 (0.1012956586976846) | > loss_disc_real_1: 0.2305714190006256 (0.1996316264073054) | > loss_disc_real_2: 0.1860741525888443 (0.19898113360007605) | > loss_disc_real_3: 0.30218666791915894 (0.3096836060285568) | > loss_disc_real_4: 0.26470184326171875 (0.2652987092733383) | > loss_disc_real_5: 0.27269822359085083 (0.287372387945652) | > loss_0: 2.303248167037964 (2.2093687454859414) | > loss_gen: 2.604745388031006 (3.0083858966827393) | > loss_kl: 1.479701042175293 (1.7233497103055317) | > loss_feat: 5.743712425231934 (6.604895035425822) | > loss_mel: 21.58742332458496 (22.041565259297688) | > loss_duration: 2.116220712661743 (2.2679569721221924) | > loss_1: 33.531803131103516 (35.646153132120766)  --> STEP: 7 | > loss_disc: 2.209965944290161 (2.20945405960083) | > loss_disc_real_0: 0.11487316340208054 (0.10323530222688403) | > loss_disc_real_1: 0.2616933584213257 (0.208497588123594) | > loss_disc_real_2: 0.2243366688489914 (0.20260335292134965) | > loss_disc_real_3: 0.2929852604866028 (0.307298128093992) | > loss_disc_real_4: 0.21964295208454132 (0.2587764582463673) | > loss_disc_real_5: 0.2398761659860611 (0.28058721337999615) | > loss_0: 2.209965944290161 (2.20945405960083) | > loss_gen: 3.1117489337921143 (3.0231520448412215) | > loss_kl: 2.0025746822357178 (1.7632389920098441) | > loss_feat: 5.730675220489502 (6.480006490434919) | > loss_mel: 21.83361053466797 (22.011857441493444) | > loss_duration: 2.3338239192962646 (2.2773665360042026) | > loss_1: 35.01243209838867 (35.55562155587332)  --> STEP: 8 | > loss_disc: 1.7924766540527344 (2.157331883907318) | > loss_disc_real_0: 0.053140442818403244 (0.09697344480082393) | > loss_disc_real_1: 0.16784271597862244 (0.20341572910547256) | > loss_disc_real_2: 0.17419645190238953 (0.19905249029397964) | > loss_disc_real_3: 0.21078746020793915 (0.29523429460823536) | > loss_disc_real_4: 0.14470143616199493 (0.24451708048582077) | > loss_disc_real_5: 0.18683648109436035 (0.2688683718442917) | > loss_0: 1.7924766540527344 (2.157331883907318) | > loss_gen: 3.0107712745666504 (3.0216044485569) | > loss_kl: 1.9805740118026733 (1.7904058694839478) | > loss_feat: 8.59042739868164 (6.743809103965759) | > loss_mel: 24.297748565673828 (22.29759383201599) | > loss_duration: 2.1851041316986084 (2.2658337354660034) | > loss_1: 40.06462860107422 (36.11924743652344)  --> STEP: 9 | > loss_disc: 2.232133388519287 (2.165643162197537) | > loss_disc_real_0: 0.14037667214870453 (0.1017960256172551) | > loss_disc_real_1: 0.16697975993156433 (0.19936728808614942) | > loss_disc_real_2: 0.16691765189170837 (0.19548195269372728) | > loss_disc_real_3: 0.2686516046524048 (0.2922806623909209) | > loss_disc_real_4: 0.22305519878864288 (0.24213242696391213) | > loss_disc_real_5: 0.28982117772102356 (0.2711964613861508) | > loss_0: 2.232133388519287 (2.165643162197537) | > loss_gen: 2.679154872894287 (2.9835544957054987) | > loss_kl: 1.1749682426452637 (1.7220239109463162) | > loss_feat: 8.746564865112305 (6.966337521870931) | > loss_mel: 20.422016143798828 (22.089196311102974) | > loss_duration: 2.1079254150390625 (2.2482883665296765) | > loss_1: 35.13063049316406 (36.009401109483505)  --> STEP: 10 | > loss_disc: 2.022106170654297 (2.151289463043213) | > loss_disc_real_0: 0.13296958804130554 (0.10491338185966015) | > loss_disc_real_1: 0.16123656928539276 (0.19555421620607377) | > loss_disc_real_2: 0.19591689109802246 (0.1955254465341568) | > loss_disc_real_3: 0.30025714635849 (0.29307831078767776) | > loss_disc_real_4: 0.22555182874202728 (0.24047436714172363) | > loss_disc_real_5: 0.2510290741920471 (0.2691797226667404) | > loss_0: 2.022106170654297 (2.151289463043213) | > loss_gen: 3.512481451034546 (3.0364471912384032) | > loss_kl: 1.9653971195220947 (1.7463612318038941) | > loss_feat: 7.6663818359375 (7.036341953277588) | > loss_mel: 20.431055068969727 (21.923382186889647) | > loss_duration: 2.2547779083251953 (2.2489373207092287) | > loss_1: 35.83009338378906 (35.99147033691406)  --> STEP: 11 | > loss_disc: 2.4219024181365967 (2.175890640778975) | > loss_disc_real_0: 0.09835517406463623 (0.1043171811510216) | > loss_disc_real_1: 0.24851734936237335 (0.2003690464930101) | > loss_disc_real_2: 0.23850175738334656 (0.19943238388408313) | > loss_disc_real_3: 0.2925533652305603 (0.29303058846430347) | > loss_disc_real_4: 0.20262764394283295 (0.2370337559418245) | > loss_disc_real_5: 0.35709887742996216 (0.27717237309976056) | > loss_0: 2.4219024181365967 (2.175890640778975) | > loss_gen: 2.5189342498779297 (2.989400560205633) | > loss_kl: 1.7731717824935913 (1.7487985545938665) | > loss_feat: 4.652201175689697 (6.819601882587779) | > loss_mel: 21.840652465820312 (21.915861303156074) | > loss_duration: 2.3877859115600586 (2.261559919877486) | > loss_1: 33.17274475097656 (35.73522255637429)  --> STEP: 12 | > loss_disc: 2.051766872406006 (2.165546993414561) | > loss_disc_real_0: 0.04951320216059685 (0.09975018290181954) | > loss_disc_real_1: 0.12824034690856934 (0.19435832152764002) | > loss_disc_real_2: 0.22340813279151917 (0.20143036295970282) | > loss_disc_real_3: 0.28464433550834656 (0.292331734051307) | > loss_disc_real_4: 0.20759327709674835 (0.2345803827047348) | > loss_disc_real_5: 0.21634063124656677 (0.2721030612786611) | > loss_0: 2.051766872406006 (2.165546993414561) | > loss_gen: 2.962617874145508 (2.9871686697006226) | > loss_kl: 1.0444916486740112 (1.6901063124338787) | > loss_feat: 7.483409404754639 (6.874919176101685) | > loss_mel: 22.761781692504883 (21.98635466893514) | > loss_duration: 2.1960697174072266 (2.2561024030049643) | > loss_1: 36.44837188720703 (35.794651667277016)  --> STEP: 13 | > loss_disc: 2.2211008071899414 (2.1698203637049747) | > loss_disc_real_0: 0.06469347327947617 (0.09705351293087006) | > loss_disc_real_1: 0.24056436121463776 (0.1979126322727937) | > loss_disc_real_2: 0.1816973239183426 (0.19991243687959817) | > loss_disc_real_3: 0.32098761200904846 (0.2945360323557487) | > loss_disc_real_4: 0.24129053950309753 (0.23509654861230117) | > loss_disc_real_5: 0.26578158140182495 (0.2716167935958275) | > loss_0: 2.2211008071899414 (2.1698203637049747) | > loss_gen: 2.814789056777954 (2.973908699475802) | > loss_kl: 0.9711225628852844 (1.6347998701609099) | > loss_feat: 7.308717727661133 (6.908288295452412) | > loss_mel: 20.117185592651367 (21.842572432297928) | > loss_duration: 2.1059412956237793 (2.244551548591027) | > loss_1: 33.31775665283203 (35.60412128155048)  --> STEP: 14 | > loss_disc: 1.8871588706970215 (2.1496302570615495) | > loss_disc_real_0: 0.05901369825005531 (0.09433638331081186) | > loss_disc_real_1: 0.13196459412574768 (0.19320205811943328) | > loss_disc_real_2: 0.15461355447769165 (0.19667680242231914) | > loss_disc_real_3: 0.21809490025043488 (0.2890759514910834) | > loss_disc_real_4: 0.2269330620765686 (0.23451344243117742) | > loss_disc_real_5: 0.1872645914554596 (0.2655916363000869) | > loss_0: 1.8871588706970215 (2.1496302570615495) | > loss_gen: 2.7247588634490967 (2.9561122826167514) | > loss_kl: 1.8354419469833374 (1.6491314470767975) | > loss_feat: 9.733634948730469 (7.110098770686558) | > loss_mel: 22.939796447753906 (21.92094557625907) | > loss_duration: 2.315988063812256 (2.249654156821115) | > loss_1: 39.549617767333984 (35.88594245910645)  --> STEP: 15 | > loss_disc: 2.0713648796081543 (2.144412565231323) | > loss_disc_real_0: 0.07232993841171265 (0.09286928698420524) | > loss_disc_real_1: 0.17080076038837433 (0.191708638270696) | > loss_disc_real_2: 0.21540875732898712 (0.197925599416097) | > loss_disc_real_3: 0.25950273871421814 (0.2871044039726257) | > loss_disc_real_4: 0.17238028347492218 (0.23037123183409372) | > loss_disc_real_5: 0.24303095042705536 (0.26408759057521813) | > loss_0: 2.0713648796081543 (2.144412565231323) | > loss_gen: 2.835268497467041 (2.9480560302734373) | > loss_kl: 1.5614006519317627 (1.6432827274004618) | > loss_feat: 8.434635162353516 (7.198401196797689) | > loss_mel: 18.66440773010254 (21.703843053181966) | > loss_duration: 2.2978925704956055 (2.252870051066081) | > loss_1: 33.793601989746094 (35.746453094482426)  --> STEP: 16 | > loss_disc: 2.3914132118225098 (2.1598501056432724) | > loss_disc_real_0: 0.19523382186889648 (0.09926707041449845) | > loss_disc_real_1: 0.2385406196117401 (0.19463563710451126) | > loss_disc_real_2: 0.22755815088748932 (0.19977763388305902) | > loss_disc_real_3: 0.2638799548149109 (0.28565287590026855) | > loss_disc_real_4: 0.31048592925071716 (0.2353784004226327) | > loss_disc_real_5: 0.35917890071868896 (0.27003079745918507) | > loss_0: 2.3914132118225098 (2.1598501056432724) | > loss_gen: 3.1991989612579346 (2.9637524634599686) | > loss_kl: 1.5679049491882324 (1.6385716162621975) | > loss_feat: 6.700784206390381 (7.167300134897232) | > loss_mel: 18.899127960205078 (21.52854835987091) | > loss_duration: 2.377070903778076 (2.2606326043605804) | > loss_1: 32.74408721923828 (35.55880522727967)  --> STEP: 17 | > loss_disc: 2.41500186920166 (2.174859032911413) | > loss_disc_real_0: 0.13395452499389648 (0.10130750891916893) | > loss_disc_real_1: 0.24565277993679047 (0.19763664550641002) | > loss_disc_real_2: 0.24476870894432068 (0.20242416771019206) | > loss_disc_real_3: 0.36862415075302124 (0.29053353912690105) | > loss_disc_real_4: 0.30984628200531006 (0.23975886404514313) | > loss_disc_real_5: 0.3768503963947296 (0.276314303278923) | > loss_0: 2.41500186920166 (2.174859032911413) | > loss_gen: 3.065824270248413 (2.9697566873887005) | > loss_kl: 1.1252789497375488 (1.6083779299960417) | > loss_feat: 5.870804786682129 (7.091035702649285) | > loss_mel: 21.13532257080078 (21.505417431102078) | > loss_duration: 2.3694310188293457 (2.2670325110940373) | > loss_1: 33.5666618347168 (35.4416203218348)  --> STEP: 18 | > loss_disc: 2.1685290336608887 (2.1745073662863836) | > loss_disc_real_0: 0.12376969307661057 (0.1025554080390268) | > loss_disc_real_1: 0.15201106667518616 (0.1951018911268976) | > loss_disc_real_2: 0.24266678094863892 (0.20465986844566134) | > loss_disc_real_3: 0.32494449615478516 (0.2924452589617835) | > loss_disc_real_4: 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(2.972889097113358) | > loss_kl: 1.282222867012024 (1.581399236854754) | > loss_feat: 6.493894577026367 (7.09622019215634) | > loss_mel: 20.19823455810547 (21.520503194708574) | > loss_duration: 2.375368595123291 (2.268961417047601) | > loss_1: 33.07378387451172 (35.43997332924291)  --> STEP: 20 | > loss_disc: 2.4718825817108154 (2.186848521232605) | > loss_disc_real_0: 0.14656789600849152 (0.10390984248369932) | > loss_disc_real_1: 0.19663594663143158 (0.19447105079889299) | > loss_disc_real_2: 0.2316567301750183 (0.2067917913198471) | > loss_disc_real_3: 0.26615649461746216 (0.29065640568733214) | > loss_disc_real_4: 0.24805358052253723 (0.24379294142127036) | > loss_disc_real_5: 0.2674467861652374 (0.27173831313848484) | > loss_0: 2.4718825817108154 (2.186848521232605) | > loss_gen: 2.5828158855438232 (2.953385436534881) | > loss_kl: 1.6944366693496704 (1.5870511084794998) | > loss_feat: 6.201500415802002 (7.051484203338623) | > loss_mel: 21.53032684326172 (21.52099437713623) | > loss_duration: 2.317439556121826 (2.2713853240013124) | > loss_1: 34.32651901245117 (35.384300613403326)  --> STEP: 21 | > loss_disc: 2.0784738063812256 (2.1816878205253962) | > loss_disc_real_0: 0.17015422880649567 (0.10706433707049914) | > loss_disc_real_1: 0.1433209329843521 (0.19203533090296246) | > loss_disc_real_2: 0.1601121425628662 (0.20456895090284802) | > loss_disc_real_3: 0.235159233212471 (0.28801368318852927) | > loss_disc_real_4: 0.20187479257583618 (0.2417968390952973) | > loss_disc_real_5: 0.22472217679023743 (0.26949944950285404) | > loss_0: 2.0784738063812256 (2.1816878205253962) | > loss_gen: 2.744368076324463 (2.9434322289058135) | > loss_kl: 1.3679189682006836 (1.5766162446566991) | > loss_feat: 6.5625481605529785 (7.028201534634545) | > loss_mel: 22.322120666503906 (21.5591432480585) | > loss_duration: 2.164702892303467 (2.2663052082061768) | > loss_1: 35.161659240722656 (35.373698643275674)  --> STEP: 22 | > loss_disc: 2.0457212924957275 (2.175507523796775) | > loss_disc_real_0: 0.07209061086177826 (0.10547462224283001) | > loss_disc_real_1: 0.11453881114721298 (0.18851276182315566) | > loss_disc_real_2: 0.17522232234477997 (0.20323501324111765) | > loss_disc_real_3: 0.26031920313835144 (0.2867548431862485) | > loss_disc_real_4: 0.21361975371837616 (0.24051606248725543) | > loss_disc_real_5: 0.2992875576019287 (0.2708534544164483) | > loss_0: 2.0457212924957275 (2.175507523796775) | > loss_gen: 2.8034842014312744 (2.937070954929698) | > loss_kl: 1.412218689918518 (1.5691436285322362) | > loss_feat: 9.09003734588623 (7.1219213442368945) | > loss_mel: 26.69009780883789 (21.792368455366656) | > loss_duration: 2.177729368209839 (2.2622790336608887) | > loss_1: 42.17356872558594 (35.682783647017054)  --> STEP: 23 | > loss_disc: 2.250225067138672 (2.178756112637727) | > loss_disc_real_0: 0.12868240475654602 (0.1064836562651655) | > loss_disc_real_1: 0.21537908911705017 (0.18968086300984674) | > loss_disc_real_2: 0.22919704020023346 (0.20436379702194876) | > loss_disc_real_3: 0.19802740216255188 (0.2828971283591313) | > loss_disc_real_4: 0.2153664082288742 (0.23942259925863016) | > loss_disc_real_5: 0.19449061155319214 (0.267533330813698) | > loss_0: 2.250225067138672 (2.178756112637727) | > loss_gen: 2.491520643234253 (2.917699202247287) | > loss_kl: 1.5619016885757446 (1.5688287615776062) | > loss_feat: 5.977990627288818 (7.072185226108717) | > loss_mel: 19.510047912597656 (21.693137127420176) | > loss_duration: 2.301300525665283 (2.2639756202697754) | > loss_1: 31.84276008605957 (35.51582610088847)  --> STEP: 24 | > loss_disc: 2.038743019104004 (2.1729222337404885) | > loss_disc_real_0: 0.03392694145441055 (0.10346045981471737) | > loss_disc_real_1: 0.1350221335887909 (0.18740341595063606) | > loss_disc_real_2: 0.21836169064044952 (0.2049470425893863) | > loss_disc_real_3: 0.3036229610443115 (0.2837607047210138) | > loss_disc_real_4: 0.2662123143672943 (0.24053883738815784) | > loss_disc_real_5: 0.26223841309547424 (0.2673127092421053) | > loss_0: 2.038743019104004 (2.1729222337404885) | > loss_gen: 3.220787763595581 (2.9303278923034664) | > loss_kl: 1.731978416442871 (1.575626663863659) | > loss_feat: 7.978982448577881 (7.109968443711598) | > loss_mel: 20.2091064453125 (21.63130251566569) | > loss_duration: 2.430818557739258 (2.2709274093310037) | > loss_1: 35.57167053222656 (35.51815295219422)  --> STEP: 25 | > loss_disc: 1.9426159858703613 (2.1637099838256835) | > loss_disc_real_0: 0.09459805488586426 (0.10310596361756325) | > loss_disc_real_1: 0.16421668231487274 (0.18647594660520553) | > loss_disc_real_2: 0.23944047093391418 (0.20632677972316743) | > loss_disc_real_3: 0.23941077291965485 (0.28198670744895943) | > loss_disc_real_4: 0.16215473413467407 (0.2374034732580185) | > loss_disc_real_5: 0.18420076370239258 (0.2639882314205168) | > loss_0: 1.9426159858703613 (2.1637099838256835) | > loss_gen: 3.0901150703430176 (2.9367193794250483) | > loss_kl: 1.3686456680297852 (1.567347424030304) | > loss_feat: 7.406607151031494 (7.121833992004395) | > loss_mel: 16.94387435913086 (21.443805389404297) | > loss_duration: 2.347177028656006 (2.273977394104004) | > loss_1: 31.15641975402832 (35.343683624267584)  --> STEP: 26 | > loss_disc: 2.5117344856262207 (2.1770955415872426) | > loss_disc_real_0: 0.054779764264822006 (0.10124726364245781) | > loss_disc_real_1: 0.17386341094970703 (0.18599084907999405) | > loss_disc_real_2: 0.20040130615234375 (0.20609887689352036) | > loss_disc_real_3: 0.3130674660205841 (0.2831821212401758) | > loss_disc_real_4: 0.2882169783115387 (0.23935783883700004) | > loss_disc_real_5: 0.37131616473197937 (0.26811622885557307) | > loss_0: 2.5117344856262207 (2.1770955415872426) | > loss_gen: 2.3626868724823 (2.9146412060810962) | > loss_kl: 1.5669692754745483 (1.5673328798550825) | > loss_feat: 9.12304973602295 (7.1988038283128) | > loss_mel: 20.196537017822266 (21.395833528958836) | > loss_duration: 2.3172359466552734 (2.2756411845867452) | > loss_1: 35.56647491455078 (35.352252520047706) --> EVAL PERFORMANCE | > avg_loader_time: 0.002369954035832332 (+0.00011674257425161498) | > avg_loss_disc: 2.1770955415872426 (-0.1990262866020207) | > avg_loss_disc_real_0: 0.10124726364245781 (-0.061228519735428005) | > avg_loss_disc_real_1: 0.18599084907999405 (-0.15828142458429703) | > avg_loss_disc_real_2: 0.20609887689352036 (-0.1237169292110663) | > avg_loss_disc_real_3: 0.2831821212401758 (-0.04772746734894229) | > avg_loss_disc_real_4: 0.23935783883700004 (-0.08071414266641316) | > avg_loss_disc_real_5: 0.26811622885557307 (-0.03723964610925107) | > avg_loss_0: 2.1770955415872426 (-0.1990262866020207) | > avg_loss_gen: 2.9146412060810962 (-0.8714849948883066) | > avg_loss_kl: 1.5673328798550825 (-0.016531859452908026) | > avg_loss_feat: 7.1988038283128 (-0.6113860240349407) | > avg_loss_mel: 21.395833528958836 (-0.5893070514385492) | > avg_loss_duration: 2.2756411845867452 (-0.0036245401089010088) | > avg_loss_1: 35.352252520047706 (-2.092334747314446)  > EPOCH: 27/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:08:50)   --> TIME: 2024-06-10 16:08:55 -- STEP: 14/330 -- GLOBAL_STEP: 96925 | > loss_disc: 2.468967914581299 (2.266620533806937) | > loss_disc_real_0: 0.13668541610240936 (0.12048228830099106) | > loss_disc_real_1: 0.229391947388649 (0.20272830660854066) | > loss_disc_real_2: 0.2859167456626892 (0.2227787747979164) | > loss_disc_real_3: 0.2400256097316742 (0.21116141442741668) | > loss_disc_real_4: 0.23124870657920837 (0.20299522578716278) | > loss_disc_real_5: 0.21063895523548126 (0.22406153274433954) | > loss_0: 2.468967914581299 (2.266620533806937) | > grad_norm_0: tensor(13.3857, device='cuda:0') (tensor(12.9429, device='cuda:0')) | > loss_gen: 2.5548970699310303 (2.6844440698623657) | > loss_kl: 1.7093775272369385 (1.473979422024318) | > loss_feat: 6.805880546569824 (6.856402839933123) | > loss_mel: 20.930341720581055 (21.182353700910294) | > loss_duration: 2.175856590270996 (2.2951865025929044) | > loss_1: 34.176353454589844 (34.49236679077148) | > grad_norm_1: tensor(57.8300, device='cuda:0') (tensor(148.5652, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3423 (0.3308624710355486) | > loader_time: 0.0029 (0.0029040915625435965)  --> TIME: 2024-06-10 16:09:04 -- STEP: 39/330 -- GLOBAL_STEP: 96950 | > loss_disc: 2.1139252185821533 (2.2085695694654417) | > loss_disc_real_0: 0.08612306416034698 (0.1046744222060228) | > loss_disc_real_1: 0.15921077132225037 (0.2027028157160832) | > loss_disc_real_2: 0.1576501727104187 (0.21481011425837493) | > loss_disc_real_3: 0.20578250288963318 (0.22027296592027712) | > loss_disc_real_4: 0.2382775843143463 (0.20585866998403501) | > loss_disc_real_5: 0.18808430433273315 (0.21585465623782232) | > loss_0: 2.1139252185821533 (2.2085695694654417) | > grad_norm_0: tensor(35.9853, device='cuda:0') (tensor(18.4352, device='cuda:0')) | > loss_gen: 2.8147032260894775 (2.809503286312788) | > loss_kl: 1.3898577690124512 (1.4569026781962469) | > loss_feat: 8.108318328857422 (7.301942531879131) | > loss_mel: 21.098834991455078 (21.346357981363933) | > loss_duration: 2.1515679359436035 (2.194788792194464) | > loss_1: 35.56328582763672 (35.10949540749573) | > grad_norm_1: tensor(254.2901, device='cuda:0') (tensor(197.1440, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3237 (0.33471473058064777) | > loader_time: 0.0031 (0.003062945145827073)  --> TIME: 2024-06-10 16:09:13 -- STEP: 64/330 -- GLOBAL_STEP: 96975 | > loss_disc: 2.1495521068573 (2.2028060350567116) | > loss_disc_real_0: 0.12932053208351135 (0.11305304407142103) | > loss_disc_real_1: 0.1908368319272995 (0.20291385636664927) | > loss_disc_real_2: 0.19932235777378082 (0.2152704820036888) | > loss_disc_real_3: 0.20650696754455566 (0.2191335882525891) | > loss_disc_real_4: 0.19649364054203033 (0.20896733785048127) | > loss_disc_real_5: 0.1969214677810669 (0.210591763490811) | > loss_0: 2.1495521068573 (2.2028060350567116) | > grad_norm_0: tensor(20.6867, device='cuda:0') (tensor(20.7575, device='cuda:0')) | > loss_gen: 2.7849645614624023 (2.792394503951073) | > loss_kl: 1.5646734237670898 (1.4574239365756512) | > loss_feat: 7.095524787902832 (7.290352165699005) | > loss_mel: 21.62551498413086 (21.30734121799469) | > loss_duration: 2.0916872024536133 (2.1570650562644014) | > loss_1: 35.1623649597168 (35.004576861858354) | > grad_norm_1: tensor(168.4430, device='cuda:0') (tensor(226.7829, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3583 (0.33750177174806595) | > loader_time: 0.0033 (0.0031839869916439056)  --> TIME: 2024-06-10 16:09:22 -- STEP: 89/330 -- GLOBAL_STEP: 97000 | > loss_disc: 2.2028465270996094 (2.1961970891845373) | > loss_disc_real_0: 0.09624246507883072 (0.11266319771830956) | > loss_disc_real_1: 0.1585073322057724 (0.20408376967639066) | > loss_disc_real_2: 0.18598240613937378 (0.21333608617273608) | > loss_disc_real_3: 0.21470940113067627 (0.21849336115162024) | > loss_disc_real_4: 0.1796414703130722 (0.20877900468499472) | > loss_disc_real_5: 0.1940743327140808 (0.20920502787895418) | > loss_0: 2.2028465270996094 (2.1961970891845373) | > grad_norm_0: tensor(8.7232, device='cuda:0') (tensor(17.6504, device='cuda:0')) | > loss_gen: 2.5485332012176514 (2.756790755839831) | > loss_kl: 1.493094563484192 (1.453683259781826) | > loss_feat: 7.244943618774414 (7.261876802765921) | > loss_mel: 21.789396286010742 (21.27688896522093) | > loss_duration: 2.1541748046875 (2.1409883874185964) | > loss_1: 35.23014450073242 (34.89022818576083) | > grad_norm_1: tensor(107.3339, device='cuda:0') (tensor(208.9626, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3523 (0.3436442814516218) | > loader_time: 0.0034 (0.003291641728261883) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_97000.pth  --> TIME: 2024-06-10 16:09:35 -- STEP: 114/330 -- GLOBAL_STEP: 97025 | > loss_disc: 2.132760524749756 (2.194659806134409) | > loss_disc_real_0: 0.11191985011100769 (0.11271483098205767) | > loss_disc_real_1: 0.16283980011940002 (0.20292485479200095) | > loss_disc_real_2: 0.18724936246871948 (0.21336565571918822) | > loss_disc_real_3: 0.17476850748062134 (0.21667149989751347) | > loss_disc_real_4: 0.17762406170368195 (0.20772704965712732) | > loss_disc_real_5: 0.17744997143745422 (0.20868132433347536) | > loss_0: 2.132760524749756 (2.194659806134409) | > grad_norm_0: tensor(8.9022, device='cuda:0') (tensor(15.6790, device='cuda:0')) | > loss_gen: 2.6603245735168457 (2.7384623707386484) | > loss_kl: 1.4340686798095703 (1.4494753155791964) | > loss_feat: 7.256560325622559 (7.266982270960222) | > loss_mel: 21.92428207397461 (21.273752446760213) | > loss_duration: 2.1266672611236572 (2.1355342823162418) | > loss_1: 35.40190124511719 (34.86420661524722) | > grad_norm_1: tensor(84.3276, device='cuda:0') (tensor(187.8700, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3548 (0.34988352499510117) | > loader_time: 0.0047 (0.0034605160094144053)  --> TIME: 2024-06-10 16:09:44 -- STEP: 139/330 -- GLOBAL_STEP: 97050 | > loss_disc: 2.2449910640716553 (2.195577321292686) | > loss_disc_real_0: 0.11958007514476776 (0.11285987775102793) | > loss_disc_real_1: 0.1850290149450302 (0.20330175435800346) | > loss_disc_real_2: 0.22020862996578217 (0.21264004632294603) | > loss_disc_real_3: 0.25462591648101807 (0.21673860073947224) | > loss_disc_real_4: 0.21238695085048676 (0.20710540214459672) | > loss_disc_real_5: 0.2548673748970032 (0.20791170215435165) | > loss_0: 2.2449910640716553 (2.195577321292686) | > grad_norm_0: tensor(4.1758, device='cuda:0') (tensor(14.7913, device='cuda:0')) | > loss_gen: 2.7289884090423584 (2.722383473416884) | > loss_kl: 1.5228573083877563 (1.4451409681237852) | > loss_feat: 6.92854118347168 (7.236834354537856) | > loss_mel: 21.225276947021484 (21.30027581633424) | > loss_duration: 2.186291217803955 (2.1363821681454893) | > loss_1: 34.59195327758789 (34.84101670079951) | > grad_norm_1: tensor(227.5940, device='cuda:0') (tensor(183.2873, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3583 (0.35212767896034736) | > loader_time: 0.0042 (0.00359160093952426)  --> TIME: 2024-06-10 16:09:54 -- STEP: 164/330 -- GLOBAL_STEP: 97075 | > loss_disc: 2.286285877227783 (2.202658452638767) | > loss_disc_real_0: 0.19165575504302979 (0.11448826404606424) | > loss_disc_real_1: 0.23894791305065155 (0.20438537737581788) | > loss_disc_real_2: 0.18555669486522675 (0.212857075399015) | > loss_disc_real_3: 0.20773136615753174 (0.21703565166127392) | > loss_disc_real_4: 0.18782858550548553 (0.2074571934233351) | > loss_disc_real_5: 0.18415680527687073 (0.20805731134080305) | > loss_0: 2.286285877227783 (2.202658452638767) | > grad_norm_0: tensor(25.1785, device='cuda:0') (tensor(15.0109, device='cuda:0')) | > loss_gen: 2.5167007446289062 (2.7214877852579447) | > loss_kl: 1.3863483667373657 (1.4431968927383414) | > loss_feat: 6.906570911407471 (7.249521421223154) | > loss_mel: 20.776588439941406 (21.29266952886814) | > loss_duration: 2.201899290084839 (2.1358209921092515) | > loss_1: 33.788108825683594 (34.84269656204596) | > grad_norm_1: tensor(197.1144, device='cuda:0') (tensor(185.1284, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3559 (0.35346252889167973) | > loader_time: 0.004 (0.0037011591399588235)  --> TIME: 2024-06-10 16:10:03 -- STEP: 189/330 -- GLOBAL_STEP: 97100 | > loss_disc: 2.208861827850342 (2.206638180389608) | > loss_disc_real_0: 0.17710846662521362 (0.11490261933160206) | > loss_disc_real_1: 0.18328478932380676 (0.2050446194631082) | > loss_disc_real_2: 0.2764606475830078 (0.21224551675496278) | > loss_disc_real_3: 0.2144279181957245 (0.21734477390372564) | > loss_disc_real_4: 0.2005096822977066 (0.20761245725646849) | > loss_disc_real_5: 0.1992039978504181 (0.208453470910037) | > loss_0: 2.208861827850342 (2.206638180389608) | > grad_norm_0: tensor(11.1396, device='cuda:0') (tensor(14.8907, device='cuda:0')) | > loss_gen: 2.7755227088928223 (2.7133488516328197) | > loss_kl: 1.4823955297470093 (1.4418486987472205) | > loss_feat: 7.113234519958496 (7.241991451808386) | > loss_mel: 21.06257438659668 (21.28964777346011) | > loss_duration: 2.198554515838623 (2.14074166615804) | > loss_1: 34.63228225708008 (34.827578408377505) | > grad_norm_1: tensor(226.1604, device='cuda:0') (tensor(186.7820, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3843 (0.3573778722652052) | > loader_time: 0.0044 (0.003788399317907909)  --> TIME: 2024-06-10 16:10:13 -- STEP: 214/330 -- GLOBAL_STEP: 97125 | > loss_disc: 2.2532448768615723 (2.2053941343432286) | > loss_disc_real_0: 0.08183509111404419 (0.11516633706393643) | > loss_disc_real_1: 0.265170156955719 (0.20575008416008728) | > loss_disc_real_2: 0.21463118493556976 (0.2123603316668038) | > loss_disc_real_3: 0.2338784635066986 (0.21727787598828288) | > loss_disc_real_4: 0.2683504819869995 (0.20733844621159203) | > loss_disc_real_5: 0.24696318805217743 (0.20860117652984422) | > loss_0: 2.2532448768615723 (2.2053941343432286) | > grad_norm_0: tensor(13.2979, device='cuda:0') (tensor(15.1245, device='cuda:0')) | > loss_gen: 2.740415334701538 (2.712381863148413) | > loss_kl: 1.4135626554489136 (1.4435119077424017) | > loss_feat: 6.815318584442139 (7.259272417175437) | > loss_mel: 20.744895935058594 (21.274577221023705) | > loss_duration: 2.227001905441284 (2.145773970078085) | > loss_1: 33.94119644165039 (34.83551729505308) | > grad_norm_1: tensor(283.2090, device='cuda:0') (tensor(189.5620, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.3878 (0.3606573153879041) | > loader_time: 0.0051 (0.003912834363563039)  --> TIME: 2024-06-10 16:10:24 -- STEP: 239/330 -- GLOBAL_STEP: 97150 | > loss_disc: 2.164609432220459 (2.1928835508713664) | > loss_disc_real_0: 0.09637682139873505 (0.11463017637011397) | > loss_disc_real_1: 0.23973727226257324 (0.20534718582196215) | > loss_disc_real_2: 0.20709188282489777 (0.21173410111391394) | > loss_disc_real_3: 0.2106453776359558 (0.2156724149836656) | > loss_disc_real_4: 0.17817416787147522 (0.2056894188894886) | > loss_disc_real_5: 0.19174140691757202 (0.20736811512683725) | > loss_0: 2.164609432220459 (2.1928835508713664) | > grad_norm_0: tensor(7.1154, device='cuda:0') (tensor(15.6653, device='cuda:0')) | > loss_gen: 2.632566213607788 (2.7269873249979697) | > loss_kl: 1.5332615375518799 (1.4456408223347679) | > loss_feat: 7.106060981750488 (7.317817011637668) | > loss_mel: 20.905498504638672 (21.235592925897706) | > loss_duration: 2.1783738136291504 (2.1525734298897583) | > loss_1: 34.35576248168945 (34.87861141699629) | > grad_norm_1: tensor(140.4043, device='cuda:0') (tensor(192.7359, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.4178 (0.365377343349377) | > loader_time: 0.0058 (0.004064782394026112)  --> TIME: 2024-06-10 16:10:34 -- STEP: 264/330 -- GLOBAL_STEP: 97175 | > loss_disc: 2.0160508155822754 (2.1832545056487573) | > loss_disc_real_0: 0.10900543630123138 (0.1144448725055113) | > loss_disc_real_1: 0.22468321025371552 (0.20454170410944658) | > loss_disc_real_2: 0.19385193288326263 (0.210514071764368) | > loss_disc_real_3: 0.15741649270057678 (0.2148470582835602) | > loss_disc_real_4: 0.1614750474691391 (0.20562770386988463) | > loss_disc_real_5: 0.15965473651885986 (0.2062679235682343) | > loss_0: 2.0160508155822754 (2.1832545056487573) | > grad_norm_0: tensor(6.4421, device='cuda:0') (tensor(15.5860, device='cuda:0')) | > loss_gen: 2.8237144947052 (2.7417827131170216) | > loss_kl: 1.5494998693466187 (1.4448763439149563) | > loss_feat: 7.913020133972168 (7.3783165144197875) | > loss_mel: 21.13163185119629 (21.226040211590856) | > loss_duration: 2.266876697540283 (2.158297308466651) | > loss_1: 35.68474197387695 (34.9493129759124) | > grad_norm_1: tensor(183.5111, device='cuda:0') (tensor(189.7684, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.4341 (0.37079364332285797) | > loader_time: 0.0058 (0.004228661457697548)  --> TIME: 2024-06-10 16:10:46 -- STEP: 289/330 -- GLOBAL_STEP: 97200 | > loss_disc: 2.189392328262329 (2.1878288501686707) | > loss_disc_real_0: 0.155355304479599 (0.11500214664168837) | > loss_disc_real_1: 0.22013768553733826 (0.2047249494590974) | > loss_disc_real_2: 0.2452073097229004 (0.21115204939380236) | > loss_disc_real_3: 0.19346001744270325 (0.21523381609817688) | > loss_disc_real_4: 0.19153428077697754 (0.2059815919419886) | > loss_disc_real_5: 0.1494237631559372 (0.2061276517318607) | > loss_0: 2.189392328262329 (2.1878288501686707) | > grad_norm_0: tensor(36.7519, device='cuda:0') (tensor(16.1801, device='cuda:0')) | > loss_gen: 2.6513445377349854 (2.7367818999042974) | > loss_kl: 1.4642488956451416 (1.4453849412990685) | > loss_feat: 7.6908183097839355 (7.380815824422872) | > loss_mel: 21.108976364135742 (21.18280942052294) | > loss_duration: 2.2863898277282715 (2.1658404343680946) | > loss_1: 35.201778411865234 (34.911632419045006) | > grad_norm_1: tensor(272.6734, device='cuda:0') (tensor(190.1625, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.4439 (0.3770397567419032) | > loader_time: 0.0057 (0.0043885254117444275)  --> TIME: 2024-06-10 16:10:58 -- STEP: 314/330 -- GLOBAL_STEP: 97225 | > loss_disc: 1.9358861446380615 (2.1842946937889063) | > loss_disc_real_0: 0.09790793806314468 (0.11434158227246279) | > loss_disc_real_1: 0.2115829586982727 (0.20490771923570117) | > loss_disc_real_2: 0.21253134310245514 (0.21097072883016743) | > loss_disc_real_3: 0.17146192491054535 (0.21480426913613726) | > loss_disc_real_4: 0.13884328305721283 (0.20487638605628045) | > loss_disc_real_5: 0.13690952956676483 (0.20566681032158002) | > loss_0: 1.9358861446380615 (2.1842946937889063) | > grad_norm_0: tensor(17.7293, device='cuda:0') (tensor(15.9737, device='cuda:0')) | > loss_gen: 2.8761708736419678 (2.7413902563653934) | > loss_kl: 1.3632985353469849 (1.4474534453100452) | > loss_feat: 9.379673957824707 (7.426303160418374) | > loss_mel: 21.15837287902832 (21.15475027728234) | > loss_duration: 2.350593328475952 (2.1770751772412846) | > loss_1: 37.128108978271484 (34.94697220917721) | > grad_norm_1: tensor(183.2395, device='cuda:0') (tensor(191.2922, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.5169 (0.3858592897463756) | > loader_time: 0.0074 (0.004584712587344415)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4628515243530273 (2.4628515243530273) | > loss_disc_real_0: 0.08754539489746094 (0.08754539489746094) | > loss_disc_real_1: 0.21460303664207458 (0.21460303664207458) | > loss_disc_real_2: 0.26454421877861023 (0.26454421877861023) | > loss_disc_real_3: 0.2509026527404785 (0.2509026527404785) | > loss_disc_real_4: 0.1965012401342392 (0.1965012401342392) | > loss_disc_real_5: 0.23796513676643372 (0.23796513676643372) | > loss_0: 2.4628515243530273 (2.4628515243530273) | > loss_gen: 2.258134365081787 (2.258134365081787) | > loss_kl: 1.6557749509811401 (1.6557749509811401) | > loss_feat: 6.236330032348633 (6.236330032348633) | > loss_mel: 21.674686431884766 (21.674686431884766) | > loss_duration: 2.8118906021118164 (2.8118906021118164) | > loss_1: 34.636817932128906 (34.636817932128906)  --> STEP: 1 | > loss_disc: 2.6993088722229004 (2.6993088722229004) | > loss_disc_real_0: 0.13851943612098694 (0.13851943612098694) | > loss_disc_real_1: 0.21957001090049744 (0.21957001090049744) | > loss_disc_real_2: 0.3422364890575409 (0.3422364890575409) | > loss_disc_real_3: 0.36116865277290344 (0.36116865277290344) | > loss_disc_real_4: 0.3076283037662506 (0.3076283037662506) | > loss_disc_real_5: 0.3681349754333496 (0.3681349754333496) | > loss_0: 2.6993088722229004 (2.6993088722229004) | > loss_gen: 2.481471061706543 (2.481471061706543) | > loss_kl: 0.9006022214889526 (0.9006022214889526) | > loss_feat: 4.688908576965332 (4.688908576965332) | > loss_mel: 19.984432220458984 (19.984432220458984) | > loss_duration: 2.3491156101226807 (2.3491156101226807) | > loss_1: 30.404531478881836 (30.404531478881836)  --> STEP: 2 | > loss_disc: 2.51649808883667 (2.607903480529785) | > loss_disc_real_0: 0.12951764464378357 (0.13401854038238525) | > loss_disc_real_1: 0.26912713050842285 (0.24434857070446014) | > loss_disc_real_2: 0.2909895181655884 (0.31661300361156464) | > loss_disc_real_3: 0.35387641191482544 (0.35752253234386444) | > loss_disc_real_4: 0.3108764886856079 (0.30925239622592926) | > loss_disc_real_5: 0.33196544647216797 (0.3500502109527588) | > loss_0: 2.51649808883667 (2.607903480529785) | > loss_gen: 2.7508387565612793 (2.616154909133911) | > loss_kl: 0.8687251806259155 (0.8846637010574341) | > loss_feat: 4.804840087890625 (4.7468743324279785) | > loss_mel: 21.8483829498291 (20.916407585144043) | > loss_duration: 2.4170241355895996 (2.38306987285614) | > loss_1: 32.68981170654297 (31.547171592712402)  --> STEP: 3 | > loss_disc: 2.60902738571167 (2.6082781155904136) | > loss_disc_real_0: 0.12856771051883698 (0.13220159709453583) | > loss_disc_real_1: 0.2056771218776703 (0.23145808776219687) | > loss_disc_real_2: 0.39030373096466064 (0.34117657939593) | > loss_disc_real_3: 0.223966583609581 (0.31300388276576996) | > loss_disc_real_4: 0.23815765976905823 (0.2855541507403056) | > loss_disc_real_5: 0.26414141058921814 (0.3214139441649119) | > loss_0: 2.60902738571167 (2.6082781155904136) | > loss_gen: 2.8982601165771484 (2.7101899782816568) | > loss_kl: 1.5712157487869263 (1.1135143836339314) | > loss_feat: 7.030017375946045 (5.507922013600667) | > loss_mel: 20.989513397216797 (20.940776189168293) | > loss_duration: 2.12994647026062 (2.2986954053243003) | > loss_1: 34.618953704833984 (32.571098963419594)  --> STEP: 4 | > loss_disc: 2.366908073425293 (2.5479356050491333) | > loss_disc_real_0: 0.09651481360197067 (0.12327990122139454) | > loss_disc_real_1: 0.26074159145355225 (0.2387789636850357) | > loss_disc_real_2: 0.3662753403186798 (0.34745126962661743) | > loss_disc_real_3: 0.29458004236221313 (0.30839792266488075) | > loss_disc_real_4: 0.22401724755764008 (0.2701699249446392) | > loss_disc_real_5: 0.24185334146022797 (0.3015237934887409) | > loss_0: 2.366908073425293 (2.5479356050491333) | > loss_gen: 2.8413708209991455 (2.742985188961029) | > loss_kl: 1.5767078399658203 (1.2293127477169037) | > loss_feat: 6.253531455993652 (5.694324374198914) | > loss_mel: 22.159231185913086 (21.245389938354492) | > loss_duration: 2.2791240215301514 (2.293802559375763) | > loss_1: 35.10996627807617 (33.20581579208374)  --> STEP: 5 | > loss_disc: 1.936435580253601 (2.4256356000900268) | > loss_disc_real_0: 0.07584557682275772 (0.11379303634166718) | > loss_disc_real_1: 0.1846754401922226 (0.2279582589864731) | > loss_disc_real_2: 0.23046767711639404 (0.32405455112457277) | > loss_disc_real_3: 0.17132943868637085 (0.28098422586917876) | > loss_disc_real_4: 0.15450690686702728 (0.24703732132911682) | > loss_disc_real_5: 0.21042683720588684 (0.2833044022321701) | > loss_0: 1.936435580253601 (2.4256356000900268) | > loss_gen: 2.839794635772705 (2.7623470783233643) | > loss_kl: 1.4730280637741089 (1.2780558109283446) | > loss_feat: 6.342484474182129 (5.823956394195557) | > loss_mel: 21.793132781982422 (21.354938507080078) | > loss_duration: 2.32110595703125 (2.2992632389068604) | > loss_1: 34.76954650878906 (33.518561935424806)  --> STEP: 6 | > loss_disc: 2.4129843711853027 (2.4235270619392395) | > loss_disc_real_0: 0.15462325513362885 (0.12059807280699412) | > loss_disc_real_1: 0.29405343532562256 (0.23897412170966467) | > loss_disc_real_2: 0.3415283262729645 (0.32696684698263806) | > loss_disc_real_3: 0.23562243580818176 (0.2734239275256793) | > loss_disc_real_4: 0.2233840972185135 (0.24309511731068292) | > loss_disc_real_5: 0.28426623344421387 (0.2834647074341774) | > loss_0: 2.4129843711853027 (2.4235270619392395) | > loss_gen: 2.6771388053894043 (2.7481456995010376) | > loss_kl: 1.4627110958099365 (1.3088316917419434) | > loss_feat: 5.386219024658203 (5.751000165939331) | > loss_mel: 20.096275329589844 (21.145161310831707) | > loss_duration: 2.131122589111328 (2.2712397972742715) | > loss_1: 31.753467559814453 (33.224379539489746)  --> STEP: 7 | > loss_disc: 2.390299081802368 (2.418780207633972) | > loss_disc_real_0: 0.12043724209070206 (0.12057509699038096) | > loss_disc_real_1: 0.25885918736457825 (0.2418148453746523) | > loss_disc_real_2: 0.3741532266139984 (0.33370775835854666) | > loss_disc_real_3: 0.2490178942680359 (0.26993735134601593) | > loss_disc_real_4: 0.24229145050048828 (0.24298030776636942) | > loss_disc_real_5: 0.2249402403831482 (0.27510406928403036) | > loss_0: 2.390299081802368 (2.418780207633972) | > loss_gen: 2.7840278148651123 (2.7532717159816196) | > loss_kl: 1.994755506515503 (1.4068208081381661) | > loss_feat: 5.836813926696777 (5.763259274618966) | > loss_mel: 20.770061492919922 (21.091575622558594) | > loss_duration: 2.29341721534729 (2.2744079998561313) | > loss_1: 33.6790771484375 (33.289336340767996)  --> STEP: 8 | > loss_disc: 2.327993869781494 (2.4074319154024124) | > loss_disc_real_0: 0.11101336032152176 (0.11937987990677357) | > loss_disc_real_1: 0.22644922137260437 (0.23989414237439632) | > loss_disc_real_2: 0.3112640380859375 (0.3309022933244705) | > loss_disc_real_3: 0.23664073646068573 (0.26577527448534966) | > loss_disc_real_4: 0.19835948944091797 (0.23740270547568798) | > loss_disc_real_5: 0.18696413934230804 (0.2640865780413151) | > loss_0: 2.327993869781494 (2.4074319154024124) | > loss_gen: 2.6288297176361084 (2.737716466188431) | > loss_kl: 1.7134623527526855 (1.445151001214981) | > loss_feat: 9.015360832214355 (6.16977196931839) | > loss_mel: 24.32793426513672 (21.49612045288086) | > loss_duration: 2.1927664279937744 (2.264202803373337) | > loss_1: 39.878353118896484 (34.11296343803406)  --> STEP: 9 | > loss_disc: 2.361931800842285 (2.402376347117954) | > loss_disc_real_0: 0.13456304371356964 (0.12106689810752869) | > loss_disc_real_1: 0.23176610469818115 (0.2389910270770391) | > loss_disc_real_2: 0.34905287623405457 (0.33291902475886875) | > loss_disc_real_3: 0.2463943511247635 (0.26362183855639565) | > loss_disc_real_4: 0.2316405177116394 (0.23676246239079368) | > loss_disc_real_5: 0.22836934030056 (0.2601179960701201) | > loss_0: 2.361931800842285 (2.402376347117954) | > loss_gen: 2.6599807739257812 (2.7290791670481362) | > loss_kl: 1.6596291065216064 (1.4689819018046062) | > loss_feat: 8.738802909851074 (6.455219851599799) | > loss_mel: 22.655908584594727 (21.624985800849068) | > loss_duration: 2.1032063961029053 (2.2463143136766224) | > loss_1: 37.817527770996094 (34.52458169725206)  --> STEP: 10 | > loss_disc: 2.29148006439209 (2.3912867188453673) | > loss_disc_real_0: 0.11657096445560455 (0.12061730474233627) | > loss_disc_real_1: 0.15641535818576813 (0.230733460187912) | > loss_disc_real_2: 0.32456114888191223 (0.3320832371711731) | > loss_disc_real_3: 0.17899936437606812 (0.2551595911383629) | > loss_disc_real_4: 0.17650897800922394 (0.2307371139526367) | > loss_disc_real_5: 0.21961630880832672 (0.25606782734394073) | > loss_0: 2.29148006439209 (2.3912867188453673) | > loss_gen: 2.2395238876342773 (2.6801236391067507) | > loss_kl: 1.2502199411392212 (1.4471057057380676) | > loss_feat: 5.328296184539795 (6.3425274848937985) | > loss_mel: 19.008739471435547 (21.363361167907716) | > loss_duration: 2.3041586875915527 (2.2520987510681154) | > loss_1: 30.130937576293945 (34.08521728515625)  --> STEP: 11 | > loss_disc: 2.5265438556671143 (2.403582822192799) | > loss_disc_real_0: 0.15898126363754272 (0.12410493736917322) | > loss_disc_real_1: 0.26628145575523376 (0.2339650961485776) | > loss_disc_real_2: 0.33241668343544006 (0.3321135504679246) | > loss_disc_real_3: 0.2904539704322815 (0.25836817107417365) | > loss_disc_real_4: 0.23033592104911804 (0.23070064187049866) | > loss_disc_real_5: 0.31873366236686707 (0.261764721436934) | > loss_0: 2.5265438556671143 (2.403582822192799) | > loss_gen: 2.8547022342681885 (2.695994420485063) | > loss_kl: 1.626356601715088 (1.4634012417359785) | > loss_feat: 7.180079936981201 (6.418668616901744) | > loss_mel: 20.661176681518555 (21.29952621459961) | > loss_duration: 2.4016804695129395 (2.2656970891085537) | > loss_1: 34.723995208740234 (34.14328800548207)  --> STEP: 12 | > loss_disc: 2.385262966156006 (2.402056167523066) | > loss_disc_real_0: 0.12217800319194794 (0.12394435952107112) | > loss_disc_real_1: 0.27949070930480957 (0.23775889724493027) | > loss_disc_real_2: 0.33723607659339905 (0.3325404276450475) | > loss_disc_real_3: 0.2866799533367157 (0.26072748626271885) | > loss_disc_real_4: 0.2741430401802063 (0.23432084172964096) | > loss_disc_real_5: 0.29812878370285034 (0.26479505995909375) | > loss_0: 2.385262966156006 (2.402056167523066) | > loss_gen: 3.002535343170166 (2.7215394973754883) | > loss_kl: 1.5656976699829102 (1.4719259440898895) | > loss_feat: 6.244421482086182 (6.404148022333781) | > loss_mel: 20.153167724609375 (21.203996340433758) | > loss_duration: 2.193603515625 (2.259689291318258) | > loss_1: 33.159423828125 (34.06129932403565)  --> STEP: 13 | > loss_disc: 2.5109517574310303 (2.41043275136214) | > loss_disc_real_0: 0.18059146404266357 (0.12830182909965515) | > loss_disc_real_1: 0.28783783316612244 (0.24161112308502197) | > loss_disc_real_2: 0.2635965347290039 (0.3272370512668903) | > loss_disc_real_3: 0.2560621201992035 (0.2603686119501407) | > loss_disc_real_4: 0.24974212050437927 (0.23550709394308236) | > loss_disc_real_5: 0.33769676089286804 (0.2704028831078456) | > loss_0: 2.5109517574310303 (2.41043275136214) | > loss_gen: 2.6944403648376465 (2.7194549487187314) | > loss_kl: 1.4977068901062012 (1.473909093783452) | > loss_feat: 6.100803852081299 (6.380813855391282) | > loss_mel: 20.233247756958008 (21.129323372474083) | > loss_duration: 2.0874037742614746 (2.2464365592369666) | > loss_1: 32.61360168457031 (33.9499379671537)  --> STEP: 14 | > loss_disc: 2.2998433113098145 (2.4025335056441173) | > loss_disc_real_0: 0.12582354247570038 (0.1281248086265155) | > loss_disc_real_1: 0.2457805722951889 (0.24190894088574819) | > loss_disc_real_2: 0.28705212473869324 (0.32436669937201906) | > loss_disc_real_3: 0.1867457628250122 (0.25510983701263157) | > loss_disc_real_4: 0.17650510370731354 (0.23129266606909887) | > loss_disc_real_5: 0.2570275068283081 (0.26944749908787863) | > loss_0: 2.2998433113098145 (2.4025335056441173) | > loss_gen: 2.828437089920044 (2.7272393873759677) | > loss_kl: 1.9560796022415161 (1.5083498443875993) | > loss_feat: 8.552800178527832 (6.535955735615322) | > loss_mel: 23.730316162109375 (21.31510857173375) | > loss_duration: 2.324000120162964 (2.2519768135888234) | > loss_1: 39.39163589477539 (34.33863067626954)  --> STEP: 15 | > loss_disc: 2.3773531913757324 (2.400854818026225) | > loss_disc_real_0: 0.12954099476337433 (0.12821922103563943) | > loss_disc_real_1: 0.3042198121547699 (0.24606299897034964) | > loss_disc_real_2: 0.2992381453514099 (0.3226914624373118) | > loss_disc_real_3: 0.16159868240356445 (0.24887576003869374) | > loss_disc_real_4: 0.16670146584510803 (0.22698658605416616) | > loss_disc_real_5: 0.19762170314788818 (0.26465911269187925) | > loss_0: 2.3773531913757324 (2.400854818026225) | > loss_gen: 2.2933309078216553 (2.6983121554056804) | > loss_kl: 2.004664421081543 (1.5414374828338624) | > loss_feat: 7.316616058349609 (6.587999757130941) | > loss_mel: 21.891599655151367 (21.353541310628255) | > loss_duration: 2.253192901611328 (2.2520578861236573) | > loss_1: 35.759403228759766 (34.43334884643556)  --> STEP: 16 | > loss_disc: 2.352769136428833 (2.397849462926388) | > loss_disc_real_0: 0.13060888648033142 (0.1283685751259327) | > loss_disc_real_1: 0.21737293899059296 (0.24426987022161484) | > loss_disc_real_2: 0.2631749212741852 (0.3189716786146164) | > loss_disc_real_3: 0.18093937635421753 (0.24462973605841398) | > loss_disc_real_4: 0.2061297595500946 (0.22568303439766169) | > loss_disc_real_5: 0.1636064499616623 (0.2583433212712407) | > loss_0: 2.352769136428833 (2.397849462926388) | > loss_gen: 2.4453673362731934 (2.6825031042099) | > loss_kl: 1.6929022073745728 (1.5509040281176567) | > loss_feat: 7.608718395233154 (6.651794672012329) | > loss_mel: 21.38994026184082 (21.35581624507904) | > loss_duration: 2.3523051738739014 (2.2583233416080475) | > loss_1: 35.489234924316406 (34.49934172630311)  --> STEP: 17 | > loss_disc: 2.383030414581299 (2.396977754200206) | > loss_disc_real_0: 0.19398069381713867 (0.13222811151953304) | > loss_disc_real_1: 0.22089433670043945 (0.2428948388380163) | > loss_disc_real_2: 0.33938950300216675 (0.3201727271080017) | > loss_disc_real_3: 0.31818655133247375 (0.2489566075451234) | > loss_disc_real_4: 0.2759321630001068 (0.22863886549192317) | > loss_disc_real_5: 0.3470247983932495 (0.26355987874900594) | > loss_0: 2.383030414581299 (2.396977754200206) | > loss_gen: 3.433755397796631 (2.7266944155973545) | > loss_kl: 1.573920488357544 (1.5522579375435324) | > loss_feat: 5.700536727905273 (6.595838322358973) | > loss_mel: 20.355243682861328 (21.296959035536823) | > loss_duration: 2.3438172340393066 (2.263352394104004) | > loss_1: 33.40727233886719 (34.43510235057158)  --> STEP: 18 | > loss_disc: 1.956516981124878 (2.372507711251577) | > loss_disc_real_0: 0.07122715562582016 (0.1288391695254379) | > loss_disc_real_1: 0.20482149720191956 (0.24077965319156647) | > loss_disc_real_2: 0.2509341239929199 (0.3163261380460527) | > loss_disc_real_3: 0.1610783338546753 (0.24407448122898737) | > loss_disc_real_4: 0.21372923254966736 (0.22781055255068672) | > loss_disc_real_5: 0.19006909430027008 (0.25947705739074284) | > loss_0: 1.956516981124878 (2.372507711251577) | > loss_gen: 2.948396921157837 (2.739011221461826) | > loss_kl: 1.6761364936828613 (1.5591400795512729) | > loss_feat: 8.528814315795898 (6.703225877549913) | > loss_mel: 22.327072143554688 (21.354187541537815) | > loss_duration: 2.1970977783203125 (2.259671582116021) | > loss_1: 37.67751693725586 (34.61523649427627)  --> STEP: 19 | > loss_disc: 2.2826738357543945 (2.3677796125411987) | > loss_disc_real_0: 0.07475274056196213 (0.12599251536946549) | > loss_disc_real_1: 0.13499632477760315 (0.23521210959083155) | > loss_disc_real_2: 0.21913927793502808 (0.31121104014547246) | > loss_disc_real_3: 0.2576318383216858 (0.2447880263391294) | > loss_disc_real_4: 0.22213327884674072 (0.22751174867153168) | > loss_disc_real_5: 0.2108922302722931 (0.2569199612266139) | > loss_0: 2.2826738357543945 (2.3677796125411987) | > loss_gen: 2.368605375289917 (2.7195161769264624) | > loss_kl: 1.4855862855911255 (1.555268827237581) | > loss_feat: 7.094921588897705 (6.72384144130506) | > loss_mel: 22.512189865112305 (21.415135032252262) | > loss_duration: 2.3072681427001953 (2.26217666425203) | > loss_1: 35.76856994628906 (34.675938254908516)  --> STEP: 20 | > loss_disc: 2.312805414199829 (2.36503090262413) | > loss_disc_real_0: 0.12166380882263184 (0.1257760800421238) | > loss_disc_real_1: 0.17558066546916962 (0.23223053738474847) | > loss_disc_real_2: 0.4098065197467804 (0.31614081412553785) | > loss_disc_real_3: 0.20705169439315796 (0.24290120974183083) | > loss_disc_real_4: 0.15108603239059448 (0.2236904628574848) | > loss_disc_real_5: 0.20776976644992828 (0.2544624514877797) | > loss_0: 2.312805414199829 (2.36503090262413) | > loss_gen: 2.5666439533233643 (2.711872565746307) | > loss_kl: 1.5736333131790161 (1.5561870515346528) | > loss_feat: 6.137668132781982 (6.694532775878907) | > loss_mel: 21.68790054321289 (21.42877330780029) | > loss_duration: 2.312281847000122 (2.2646819233894346) | > loss_1: 34.27812957763672 (34.65604782104493)  --> STEP: 21 | > loss_disc: 2.4712581634521484 (2.3700893436159407) | > loss_disc_real_0: 0.09123536944389343 (0.12413128429935091) | > loss_disc_real_1: 0.21725279092788696 (0.23151731136299314) | > loss_disc_real_2: 0.2481646090745926 (0.3129038519802548) | > loss_disc_real_3: 0.2504146993160248 (0.2432589949596496) | > loss_disc_real_4: 0.22497229278087616 (0.22375150237764632) | > loss_disc_real_5: 0.24228467047214508 (0.2538825571537019) | > loss_0: 2.4712581634521484 (2.3700893436159407) | > loss_gen: 2.370314359664917 (2.695607889266241) | > loss_kl: 1.2184852361679077 (1.540106012707665) | > loss_feat: 4.31773567199707 (6.581351961408343) | > loss_mel: 18.605518341064453 (21.294332595098588) | > loss_duration: 2.147563934326172 (2.2591048762911843) | > loss_1: 28.659616470336914 (34.37050347101121)  --> STEP: 22 | > loss_disc: 1.7821385860443115 (2.3433643091808665) | > loss_disc_real_0: 0.05074165016412735 (0.12079539183865894) | > loss_disc_real_1: 0.24174156785011292 (0.23198205029422586) | > loss_disc_real_2: 0.2694512605667114 (0.31092873418873007) | > loss_disc_real_3: 0.1937122642993927 (0.24100687083872882) | > loss_disc_real_4: 0.1980760395526886 (0.22258443588560278) | > loss_disc_real_5: 0.22673985362052917 (0.2526487979021941) | > loss_0: 1.7821385860443115 (2.3433643091808665) | > loss_gen: 3.5170509815216064 (2.732946211641485) | > loss_kl: 1.4639556407928467 (1.5366446321660823) | > loss_feat: 8.585638046264648 (6.6724558743563565) | > loss_mel: 24.151674270629883 (21.424211762168195) | > loss_duration: 2.1516308784484863 (2.2542196945710615) | > loss_1: 39.86994934082031 (34.62047828327526)  --> STEP: 23 | > loss_disc: 2.8602497577667236 (2.3658375895541646) | > loss_disc_real_0: 0.25404253602027893 (0.126588745933512) | > loss_disc_real_1: 0.37865763902664185 (0.2383592498043309) | > loss_disc_real_2: 0.3762008249759674 (0.3137666511794795) | > loss_disc_real_3: 0.27471956610679626 (0.24247264019821002) | > loss_disc_real_4: 0.19801583886146545 (0.2215162360149881) | > loss_disc_real_5: 0.2616855800151825 (0.253041701472324) | > loss_0: 2.8602497577667236 (2.3658375895541646) | > loss_gen: 2.462618112564087 (2.7211928160294243) | > loss_kl: 1.6918056011199951 (1.543390761251035) | > loss_feat: 6.301039695739746 (6.656307344851286) | > loss_mel: 19.876985549926758 (21.356941057288132) | > loss_duration: 2.3217082023620605 (2.257153977518496) | > loss_1: 32.65415573120117 (34.534985998402476)  --> STEP: 24 | > loss_disc: 2.053427219390869 (2.352820490797361) | > loss_disc_real_0: 0.16099216043949127 (0.12802222153792778) | > loss_disc_real_1: 0.1368165761232376 (0.2341283050676187) | > loss_disc_real_2: 0.30133041739463806 (0.31324847477177775) | > loss_disc_real_3: 0.2160569578409195 (0.24137198676665625) | > loss_disc_real_4: 0.23121437430381775 (0.221920325110356) | > loss_disc_real_5: 0.26246729493141174 (0.25343443453311937) | > loss_0: 2.053427219390869 (2.352820490797361) | > loss_gen: 3.301929235458374 (2.745390166838964) | > loss_kl: 1.3997929096221924 (1.5374075174331665) | > loss_feat: 6.7046074867248535 (6.658319850762685) | > loss_mel: 21.452625274658203 (21.360927899678554) | > loss_duration: 2.403087615966797 (2.263234545787175) | > loss_1: 35.26204299926758 (34.565280040105186)  --> STEP: 25 | > loss_disc: 2.351929187774658 (2.3527848386764525) | > loss_disc_real_0: 0.0955536961555481 (0.1267234805226326) | > loss_disc_real_1: 0.2108735889196396 (0.23319811642169952) | > loss_disc_real_2: 0.27203604578971863 (0.31159997761249536) | > loss_disc_real_3: 0.23863911628723145 (0.24126267194747925) | > loss_disc_real_4: 0.21524809300899506 (0.22165343582630156) | > loss_disc_real_5: 0.26914122700691223 (0.25406270623207106) | > loss_0: 2.351929187774658 (2.3527848386764525) | > loss_gen: 2.578131914138794 (2.738699836730957) | > loss_kl: 1.7749425172805786 (1.546908917427063) | > loss_feat: 5.14111852645874 (6.597631797790528) | > loss_mel: 16.59380340576172 (21.17024291992188) | > loss_duration: 2.368680953979492 (2.267452402114868) | > loss_1: 28.45667839050293 (34.32093597412109)  --> STEP: 26 | > loss_disc: 2.749742031097412 (2.3680524230003357) | > loss_disc_real_0: 0.09268034994602203 (0.12541412934660912) | > loss_disc_real_1: 0.11492554843425751 (0.2286491714991056) | > loss_disc_real_2: 0.27463874220848083 (0.3101783916354179) | > loss_disc_real_3: 0.28605183959007263 (0.24298533224142516) | > loss_disc_real_4: 0.30854442715644836 (0.22499539703130722) | > loss_disc_real_5: 0.3293646275997162 (0.2569589339769805) | > loss_0: 2.749742031097412 (2.3680524230003357) | > loss_gen: 1.800756812095642 (2.702625105014214) | > loss_kl: 2.017174482345581 (1.5649960545393138) | > loss_feat: 1.7724682092666626 (6.4120485828473015) | > loss_mel: 14.569317817687988 (20.916361185220577) | > loss_duration: 2.312185764312744 (2.2691729160455556) | > loss_1: 22.47190284729004 (33.86520393078144) --> EVAL PERFORMANCE | > avg_loader_time: 0.002450016828683706 (+8.006279285137407e-05) | > avg_loss_disc: 2.3680524230003357 (+0.19095688141309308) | > avg_loss_disc_real_0: 0.12541412934660912 (+0.024166865704151302) | > avg_loss_disc_real_1: 0.2286491714991056 (+0.04265832241911155) | > avg_loss_disc_real_2: 0.3101783916354179 (+0.10407951474189753) | > avg_loss_disc_real_3: 0.24298533224142516 (-0.04019678899875062) | > avg_loss_disc_real_4: 0.22499539703130722 (-0.014362441805692822) | > avg_loss_disc_real_5: 0.2569589339769805 (-0.011157294878592572) | > avg_loss_0: 2.3680524230003357 (+0.19095688141309308) | > avg_loss_gen: 2.702625105014214 (-0.21201610106688218) | > avg_loss_kl: 1.5649960545393138 (-0.0023368253157687313) | > avg_loss_feat: 6.4120485828473015 (-0.7867552454654989) | > avg_loss_mel: 20.916361185220577 (-0.47947234373825864) | > avg_loss_duration: 2.2691729160455556 (-0.006468268541189648) | > avg_loss_1: 33.86520393078144 (-1.4870485892662657) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_97241.pth  > EPOCH: 28/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:11:35)   --> TIME: 2024-06-10 16:11:39 -- STEP: 9/330 -- GLOBAL_STEP: 97250 | > loss_disc: 2.306743621826172 (2.3424873881869845) | > loss_disc_real_0: 0.11797811090946198 (0.12797532892889446) | > loss_disc_real_1: 0.21956898272037506 (0.20738980339633095) | > loss_disc_real_2: 0.18458078801631927 (0.21638298365804884) | > loss_disc_real_3: 0.22095710039138794 (0.21277752849790785) | > loss_disc_real_4: 0.24084776639938354 (0.20933656725618574) | > loss_disc_real_5: 0.22428928315639496 (0.21577905284033883) | > loss_0: 2.306743621826172 (2.3424873881869845) | > grad_norm_0: tensor(4.7042, device='cuda:0') (tensor(9.7662, device='cuda:0')) | > loss_gen: 2.6262876987457275 (2.4525072309705944) | > loss_kl: 1.5504683256149292 (1.41961936155955) | > loss_feat: 6.136418342590332 (6.195674684312609) | > loss_mel: 21.051959991455078 (21.420026355319553) | > loss_duration: 2.2915050983428955 (2.3662073612213135) | > loss_1: 33.656639099121094 (33.854034423828125) | > grad_norm_1: tensor(46.4097, device='cuda:0') (tensor(92.1078, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3316 (0.3329594135284424) | > loader_time: 0.0028 (0.00292303827073839)  --> TIME: 2024-06-10 16:11:48 -- STEP: 34/330 -- GLOBAL_STEP: 97275 | > loss_disc: 2.3262648582458496 (2.236141190809362) | > loss_disc_real_0: 0.09529368579387665 (0.12300496416933396) | > loss_disc_real_1: 0.19516968727111816 (0.20307069973034017) | > loss_disc_real_2: 0.20745468139648438 (0.2129345913143719) | > loss_disc_real_3: 0.22420839965343475 (0.21007422883720958) | > loss_disc_real_4: 0.23485711216926575 (0.20695875497425303) | > loss_disc_real_5: 0.23736801743507385 (0.2085518008645843) | > loss_0: 2.3262648582458496 (2.236141190809362) | > grad_norm_0: tensor(8.8187, device='cuda:0') (tensor(11.3709, device='cuda:0')) | > loss_gen: 2.5479445457458496 (2.6155176934073947) | > loss_kl: 1.5533006191253662 (1.4227944647564608) | > loss_feat: 7.40605354309082 (6.896071784636554) | > loss_mel: 21.3359432220459 (21.345784019021426) | > loss_duration: 2.1808736324310303 (2.2112487484427064) | > loss_1: 35.02411651611328 (34.491416706758386) | > grad_norm_1: tensor(170.7502, device='cuda:0') (tensor(122.2773, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3532 (0.34723202621235566) | > loader_time: 0.003 (0.003202410305247587)  --> TIME: 2024-06-10 16:11:57 -- STEP: 59/330 -- GLOBAL_STEP: 97300 | > loss_disc: 2.202500820159912 (2.20632004737854) | > loss_disc_real_0: 0.14534658193588257 (0.12139610693616382) | > loss_disc_real_1: 0.21341685950756073 (0.20302823615276208) | > loss_disc_real_2: 0.20788177847862244 (0.21045505242832638) | > loss_disc_real_3: 0.22554993629455566 (0.21154154155213953) | > loss_disc_real_4: 0.21584902703762054 (0.20750561179751056) | > loss_disc_real_5: 0.1860000342130661 (0.20409778114092553) | > loss_0: 2.202500820159912 (2.20632004737854) | > grad_norm_0: tensor(20.8942, device='cuda:0') (tensor(12.6670, device='cuda:0')) | > loss_gen: 2.653899669647217 (2.6575644218315513) | > loss_kl: 1.530170202255249 (1.4124704356920923) | > loss_feat: 7.272885322570801 (7.063629998999127) | > loss_mel: 20.391815185546875 (21.31886149260957) | > loss_duration: 2.063770055770874 (2.1652876805450965) | > loss_1: 33.912540435791016 (34.61781408018985) | > grad_norm_1: tensor(218.5461, device='cuda:0') (tensor(160.4080, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3606 (0.35022432521238167) | > loader_time: 0.004 (0.0032642695863368144)  --> TIME: 2024-06-10 16:12:06 -- STEP: 84/330 -- GLOBAL_STEP: 97325 | > loss_disc: 2.1630632877349854 (2.208437806084043) | > loss_disc_real_0: 0.09314869344234467 (0.11923895536788873) | > loss_disc_real_1: 0.1770668476819992 (0.2033975420608407) | > loss_disc_real_2: 0.20130909979343414 (0.20986185808266913) | > loss_disc_real_3: 0.21932758390903473 (0.21215213799760455) | > loss_disc_real_4: 0.19773809611797333 (0.2077803107954207) | > loss_disc_real_5: 0.21827849745750427 (0.20643581059716998) | > loss_0: 2.1630632877349854 (2.208437806084043) | > grad_norm_0: tensor(5.7053, device='cuda:0') (tensor(11.9315, device='cuda:0')) | > loss_gen: 2.871762752532959 (2.6672581888380504) | > loss_kl: 1.5752450227737427 (1.4172758545194355) | > loss_feat: 7.545446395874023 (7.1523173195975165) | > loss_mel: 22.164377212524414 (21.346979141235344) | > loss_duration: 2.2029166221618652 (2.1462850599061882) | > loss_1: 36.359745025634766 (34.73011548178537) | > grad_norm_1: tensor(81.8080, device='cuda:0') (tensor(150.9760, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3515 (0.35334851060594835) | > loader_time: 0.0034 (0.003308727627708798)  --> TIME: 2024-06-10 16:12:16 -- STEP: 109/330 -- GLOBAL_STEP: 97350 | > loss_disc: 2.0972909927368164 (2.187403007384835) | > loss_disc_real_0: 0.09442541003227234 (0.1166364443274813) | > loss_disc_real_1: 0.17552879452705383 (0.20444871498904096) | > loss_disc_real_2: 0.15163017809391022 (0.20958510164273988) | > loss_disc_real_3: 0.184496209025383 (0.20982415413637773) | > loss_disc_real_4: 0.19360508024692535 (0.20374665525528268) | > loss_disc_real_5: 0.20739339292049408 (0.20347102246153245) | > loss_0: 2.0972909927368164 (2.187403007384835) | > grad_norm_0: tensor(12.5023, device='cuda:0') (tensor(12.8109, device='cuda:0')) | > loss_gen: 2.7220828533172607 (2.6896936040405834) | > loss_kl: 1.3427287340164185 (1.4178755480215095) | > loss_feat: 7.673305988311768 (7.206208898386824) | > loss_mel: 21.56505012512207 (21.27517602203088) | > loss_duration: 2.0551228523254395 (2.1393260627711577) | > loss_1: 35.35829162597656 (34.728280058694544) | > grad_norm_1: tensor(140.5776, device='cuda:0') (tensor(161.6788, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3498 (0.3553934075416775) | > loader_time: 0.0036 (0.003374530634748826)  --> TIME: 2024-06-10 16:12:25 -- STEP: 134/330 -- GLOBAL_STEP: 97375 | > loss_disc: 2.0174951553344727 (2.185012130594966) | > loss_disc_real_0: 0.12344987690448761 (0.11697023044993628) | > loss_disc_real_1: 0.22187671065330505 (0.20505154722217303) | > loss_disc_real_2: 0.1633956879377365 (0.20922491543773394) | > loss_disc_real_3: 0.16680730879306793 (0.2089883897509148) | > loss_disc_real_4: 0.1488206684589386 (0.20310719889491352) | > loss_disc_real_5: 0.13799099624156952 (0.2030457791441412) | > loss_0: 2.0174951553344727 (2.185012130594966) | > grad_norm_0: tensor(7.3840, device='cuda:0') (tensor(12.7378, device='cuda:0')) | > loss_gen: 2.7131943702697754 (2.6976626648831723) | > loss_kl: 1.3513847589492798 (1.4122245409595438) | > loss_feat: 8.280157089233398 (7.236253008913638) | > loss_mel: 21.52703285217285 (21.32698989982035) | > loss_duration: 2.1309757232666016 (2.137819969832007) | > loss_1: 36.00274658203125 (34.81095009419455) | > grad_norm_1: tensor(154.0671, device='cuda:0') (tensor(161.0546, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.357 (0.35674727674740464) | > loader_time: 0.0037 (0.003464734376366459)  --> TIME: 2024-06-10 16:12:34 -- STEP: 159/330 -- GLOBAL_STEP: 97400 | > loss_disc: 2.077186107635498 (2.186933328520577) | > loss_disc_real_0: 0.10165685415267944 (0.117425004734933) | > loss_disc_real_1: 0.16636066138744354 (0.20598489036725) | > loss_disc_real_2: 0.21095193922519684 (0.20998160072467612) | > loss_disc_real_3: 0.2420605570077896 (0.21044248136334448) | > loss_disc_real_4: 0.24125921726226807 (0.2033098280992148) | > loss_disc_real_5: 0.21035310626029968 (0.202950119737934) | > loss_0: 2.077186107635498 (2.186933328520577) | > grad_norm_0: tensor(5.3018, device='cuda:0') (tensor(12.6410, device='cuda:0')) | > loss_gen: 3.057556629180908 (2.7042812626316857) | > loss_kl: 1.2853885889053345 (1.4096173647814583) | > loss_feat: 8.63638687133789 (7.27265539109332) | > loss_mel: 21.489992141723633 (21.346490847989454) | > loss_duration: 2.113693952560425 (2.1371876773594303) | > loss_1: 36.5830192565918 (34.87023256409844) | > grad_norm_1: tensor(163.3474, device='cuda:0') (tensor(157.1535, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3689 (0.3589507588800394) | > loader_time: 0.0046 (0.0035827894630672047)  --> TIME: 2024-06-10 16:12:44 -- STEP: 184/330 -- GLOBAL_STEP: 97425 | > loss_disc: 2.1857399940490723 (2.1947679105012314) | > loss_disc_real_0: 0.06862352788448334 (0.11730237819416367) | > loss_disc_real_1: 0.2012728899717331 (0.20596883356895135) | > loss_disc_real_2: 0.2317264825105667 (0.21094551577192286) | > loss_disc_real_3: 0.1768174022436142 (0.21094722916250644) | > loss_disc_real_4: 0.185856893658638 (0.2036096127298863) | > loss_disc_real_5: 0.18284787237644196 (0.203047347093082) | > loss_0: 2.1857399940490723 (2.1947679105012314) | > grad_norm_0: tensor(7.2249, device='cuda:0') (tensor(13.4736, device='cuda:0')) | > loss_gen: 2.6249234676361084 (2.7000407952329395) | > loss_kl: 1.3430235385894775 (1.4200207876122521) | > loss_feat: 7.420355796813965 (7.269671333872753) | > loss_mel: 21.146373748779297 (21.318331946497384) | > loss_duration: 2.145113468170166 (2.1406627115995986) | > loss_1: 34.67979049682617 (34.84872749577399) | > grad_norm_1: tensor(202.6050, device='cuda:0') (tensor(159.7869, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.3802 (0.36166413452314294) | > loader_time: 0.0044 (0.003695706958356111)  --> TIME: 2024-06-10 16:12:54 -- STEP: 209/330 -- GLOBAL_STEP: 97450 | > loss_disc: 2.258389949798584 (2.192389880070845) | > loss_disc_real_0: 0.12192272394895554 (0.11622305827562888) | > loss_disc_real_1: 0.21615681052207947 (0.2054564321155183) | > loss_disc_real_2: 0.19412726163864136 (0.21079640268709102) | > loss_disc_real_3: 0.21343213319778442 (0.21146211042358545) | > loss_disc_real_4: 0.24086116254329681 (0.2041624896406557) | > loss_disc_real_5: 0.21194231510162354 (0.20327654063844225) | > loss_0: 2.258389949798584 (2.192389880070845) | > grad_norm_0: tensor(61.2849, device='cuda:0') (tensor(13.8682, device='cuda:0')) | > loss_gen: 2.651824951171875 (2.701795001919761) | > loss_kl: 1.3025346994400024 (1.4212726520009022) | > loss_feat: 6.942290306091309 (7.282118915941156) | > loss_mel: 21.055448532104492 (21.265248430973035) | > loss_duration: 2.199702739715576 (2.1454553170637656) | > loss_1: 34.15180206298828 (34.81589024374931) | > grad_norm_1: tensor(158.9522, device='cuda:0') (tensor(162.7189, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.4085 (0.3651963113027326) | > loader_time: 0.0044 (0.0037977455905750038)  --> TIME: 2024-06-10 16:13:04 -- STEP: 234/330 -- GLOBAL_STEP: 97475 | > loss_disc: 2.291402816772461 (2.189885860324923) | > loss_disc_real_0: 0.16578716039657593 (0.11546694412509091) | > loss_disc_real_1: 0.22223229706287384 (0.20526022330308571) | > loss_disc_real_2: 0.20828139781951904 (0.21063194513066202) | > loss_disc_real_3: 0.23089230060577393 (0.21149773424507207) | > loss_disc_real_4: 0.20583860576152802 (0.20381043845007563) | > loss_disc_real_5: 0.1972227543592453 (0.20328204502534664) | > loss_0: 2.291402816772461 (2.189885860324923) | > grad_norm_0: tensor(7.3231, device='cuda:0') (tensor(14.4361, device='cuda:0')) | > loss_gen: 2.5004961490631104 (2.7056400938930683) | > loss_kl: 1.3410006761550903 (1.4213702520753588) | > loss_feat: 6.432733535766602 (7.320707679813744) | > loss_mel: 19.272035598754883 (21.24434876238179) | > loss_duration: 2.2100372314453125 (2.1516371894086537) | > loss_1: 31.756301879882812 (34.84370386498609) | > grad_norm_1: tensor(116.5934, device='cuda:0') (tensor(172.5840, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.4122 (0.36875791223640114) | > loader_time: 0.005 (0.003922931149474575)  --> TIME: 2024-06-10 16:13:15 -- STEP: 259/330 -- GLOBAL_STEP: 97500 | > loss_disc: 2.10041880607605 (2.186498361664848) | > loss_disc_real_0: 0.10389316082000732 (0.11536157840294728) | > loss_disc_real_1: 0.18924279510974884 (0.2052305256768083) | > loss_disc_real_2: 0.2008141279220581 (0.2101343496195598) | > loss_disc_real_3: 0.20168833434581757 (0.21135688863665902) | > loss_disc_real_4: 0.18231046199798584 (0.20361234270697856) | > loss_disc_real_5: 0.1939607709646225 (0.2038751593485302) | > loss_0: 2.10041880607605 (2.186498361664848) | > grad_norm_0: tensor(9.5251, device='cuda:0') (tensor(14.6404, device='cuda:0')) | > loss_gen: 2.6492409706115723 (2.7069308288309113) | > loss_kl: 1.5151187181472778 (1.4207858620463196) | > loss_feat: 7.566769123077393 (7.337060000445391) | > loss_mel: 21.254545211791992 (21.206246806848004) | > loss_duration: 2.2436656951904297 (2.1570334977624968) | > loss_1: 35.229339599609375 (34.82805689513456) | > grad_norm_1: tensor(236.4613, device='cuda:0') (tensor(176.4363, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.429 (0.3731461860038139) | > loader_time: 0.0062 (0.004048688991649732) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_97500.pth  --> TIME: 2024-06-10 16:13:30 -- STEP: 284/330 -- GLOBAL_STEP: 97525 | > loss_disc: 2.3345556259155273 (2.184816220696542) | > loss_disc_real_0: 0.11058587580919266 (0.11535264838906661) | > loss_disc_real_1: 0.2539590001106262 (0.20494255245151655) | > loss_disc_real_2: 0.235493466258049 (0.21005787516773586) | > loss_disc_real_3: 0.2411065548658371 (0.2114287253836511) | > loss_disc_real_4: 0.22480222582817078 (0.2035417089264997) | > loss_disc_real_5: 0.24582548439502716 (0.20372157399608215) | > loss_0: 2.3345556259155273 (2.184816220696542) | > grad_norm_0: tensor(12.3622, device='cuda:0') (tensor(14.7337, device='cuda:0')) | > loss_gen: 2.5939369201660156 (2.710741275632886) | > loss_kl: 1.4030177593231201 (1.4210453138385022) | > loss_feat: 6.909858226776123 (7.362106412229403) | > loss_mel: 21.2956485748291 (21.18136924421284) | > loss_duration: 2.248361825942993 (2.1645157647804485) | > loss_1: 34.45082473754883 (34.8397779061761) | > grad_norm_1: tensor(226.0724, device='cuda:0') (tensor(176.4744, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.4433 (0.3792375049120943) | > loader_time: 0.006 (0.004237933058134269)  --> TIME: 2024-06-10 16:13:42 -- STEP: 309/330 -- GLOBAL_STEP: 97550 | > loss_disc: 2.2460291385650635 (2.1897899190199013) | > loss_disc_real_0: 0.11237065494060516 (0.11617429297670577) | > loss_disc_real_1: 0.21396873891353607 (0.2061441671886877) | > loss_disc_real_2: 0.21832148730754852 (0.21057004339293744) | > loss_disc_real_3: 0.21831315755844116 (0.21197473549534201) | > loss_disc_real_4: 0.22462619841098785 (0.20429298792842138) | > loss_disc_real_5: 0.1791301667690277 (0.20419810652057724) | > loss_0: 2.2460291385650635 (2.1897899190199013) | > grad_norm_0: tensor(23.1453, device='cuda:0') (tensor(15.2796, device='cuda:0')) | > loss_gen: 2.5146701335906982 (2.710400427043631) | > loss_kl: 1.4721183776855469 (1.423338420182756) | > loss_feat: 7.294226169586182 (7.391851743062337) | > loss_mel: 20.758899688720703 (21.14066284451285) | > loss_duration: 2.345730781555176 (2.1745492300940956) | > loss_1: 34.385643005371094 (34.84080253527005) | > grad_norm_1: tensor(238.3548, device='cuda:0') (tensor(177.5647, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.4704 (0.3871615781753193) | > loader_time: 0.007 (0.004461225182493143)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8111801147460938 (2.8111801147460938) | > loss_disc_real_0: 0.12233734130859375 (0.12233734130859375) | > loss_disc_real_1: 0.3008727729320526 (0.3008727729320526) | > loss_disc_real_2: 0.37411463260650635 (0.37411463260650635) | > loss_disc_real_3: 0.40282315015792847 (0.40282315015792847) | > loss_disc_real_4: 0.44473862648010254 (0.44473862648010254) | > loss_disc_real_5: 0.4581793546676636 (0.4581793546676636) | > loss_0: 2.8111801147460938 (2.8111801147460938) | > loss_gen: 3.0311191082000732 (3.0311191082000732) | > loss_kl: 1.9656506776809692 (1.9656506776809692) | > loss_feat: 5.168481826782227 (5.168481826782227) | > loss_mel: 19.895122528076172 (19.895122528076172) | > loss_duration: 2.846742630004883 (2.846742630004883) | > loss_1: 32.9071159362793 (32.9071159362793)  --> STEP: 1 | > loss_disc: 2.1655046939849854 (2.1655046939849854) | > loss_disc_real_0: 0.07993689179420471 (0.07993689179420471) | > loss_disc_real_1: 0.19572286307811737 (0.19572286307811737) | > loss_disc_real_2: 0.24441267549991608 (0.24441267549991608) | > loss_disc_real_3: 0.3514929711818695 (0.3514929711818695) | > loss_disc_real_4: 0.2794859707355499 (0.2794859707355499) | > loss_disc_real_5: 0.28815945982933044 (0.28815945982933044) | > loss_0: 2.1655046939849854 (2.1655046939849854) | > loss_gen: 3.231032133102417 (3.231032133102417) | > loss_kl: 1.5891976356506348 (1.5891976356506348) | > loss_feat: 5.981126308441162 (5.981126308441162) | > loss_mel: 22.256061553955078 (22.256061553955078) | > loss_duration: 2.3293991088867188 (2.3293991088867188) | > loss_1: 35.386817932128906 (35.386817932128906)  --> STEP: 2 | > loss_disc: 2.608840227127075 (2.3871724605560303) | > loss_disc_real_0: 0.14206883311271667 (0.1110028624534607) | > loss_disc_real_1: 0.33526280522346497 (0.26549283415079117) | > loss_disc_real_2: 0.36946287751197815 (0.3069377765059471) | > loss_disc_real_3: 0.4274793565273285 (0.389486163854599) | > loss_disc_real_4: 0.3527671694755554 (0.3161265701055527) | > loss_disc_real_5: 0.38328009843826294 (0.3357197791337967) | > loss_0: 2.608840227127075 (2.3871724605560303) | > loss_gen: 3.3477015495300293 (3.289366841316223) | > loss_kl: 1.6652131080627441 (1.6272053718566895) | > loss_feat: 6.4070281982421875 (6.194077253341675) | > loss_mel: 22.662677764892578 (22.459369659423828) | > loss_duration: 2.3358027935028076 (2.332600951194763) | > loss_1: 36.41842269897461 (35.90262031555176)  --> STEP: 3 | > loss_disc: 2.5525059700012207 (2.4422836303710938) | > loss_disc_real_0: 0.22703400254249573 (0.1496799091498057) | > loss_disc_real_1: 0.3833107352256775 (0.3047654678424199) | > loss_disc_real_2: 0.36798110604286194 (0.3272855530182521) | > loss_disc_real_3: 0.3629079759120941 (0.38062676787376404) | > loss_disc_real_4: 0.3555796444416046 (0.32927759488423664) | > loss_disc_real_5: 0.4295640289783478 (0.36700119574864704) | > loss_0: 2.5525059700012207 (2.4422836303710938) | > loss_gen: 4.201052665710449 (3.5932621161142984) | > loss_kl: 1.334378719329834 (1.529596487681071) | > loss_feat: 7.324724197387695 (6.570959568023682) | > loss_mel: 22.608402252197266 (22.50904719034831) | > loss_duration: 2.1419553756713867 (2.269052426020304) | > loss_1: 37.61051559448242 (36.47191874186198)  --> STEP: 4 | > loss_disc: 2.0679478645324707 (2.348699688911438) | > loss_disc_real_0: 0.09132641553878784 (0.13509153574705124) | > loss_disc_real_1: 0.20691877603530884 (0.28030379489064217) | > loss_disc_real_2: 0.28641223907470703 (0.3170672245323658) | > loss_disc_real_3: 0.24872300028800964 (0.34765082597732544) | > loss_disc_real_4: 0.26974308490753174 (0.3143939673900604) | > loss_disc_real_5: 0.25819164514541626 (0.33979880809783936) | > loss_0: 2.0679478645324707 (2.348699688911438) | > loss_gen: 2.997201442718506 (3.4442469477653503) | > loss_kl: 1.9093142747879028 (1.624525934457779) | > loss_feat: 6.671736240386963 (6.596153736114502) | > loss_mel: 22.925804138183594 (22.61323642730713) | > loss_duration: 2.2874486446380615 (2.2736514806747437) | > loss_1: 36.79150390625 (36.551815032958984)  --> STEP: 5 | > loss_disc: 2.4305613040924072 (2.365072011947632) | > loss_disc_real_0: 0.1258983165025711 (0.1332528918981552) | > loss_disc_real_1: 0.24446843564510345 (0.2731367230415344) | > loss_disc_real_2: 0.25546833872795105 (0.30474744737148285) | > loss_disc_real_3: 0.3407726585865021 (0.3462751924991608) | > loss_disc_real_4: 0.3373888432979584 (0.31899294257164) | > loss_disc_real_5: 0.2977672815322876 (0.331392502784729) | > loss_0: 2.4305613040924072 (2.365072011947632) | > loss_gen: 2.7461445331573486 (3.30462646484375) | > loss_kl: 1.5846374034881592 (1.616548228263855) | > loss_feat: 5.078746318817139 (6.292672252655029) | > loss_mel: 21.930461883544922 (22.476681518554688) | > loss_duration: 2.359147310256958 (2.2907506465911864) | > loss_1: 33.69913864135742 (35.98127975463867)  --> STEP: 6 | > loss_disc: 2.568821907043457 (2.399030327796936) | > loss_disc_real_0: 0.1521366834640503 (0.13640019049247107) | > loss_disc_real_1: 0.21233953535556793 (0.2630038584272067) | > loss_disc_real_2: 0.32411468029022217 (0.30797531952460605) | > loss_disc_real_3: 0.30590182542800903 (0.3395462979873021) | > loss_disc_real_4: 0.2765940725803375 (0.3119264642397563) | > loss_disc_real_5: 0.3397601842880249 (0.33278711636861164) | > loss_0: 2.568821907043457 (2.399030327796936) | > loss_gen: 2.721904754638672 (3.2075061798095703) | > loss_kl: 1.0511921644210815 (1.5223222176233928) | > loss_feat: 4.790952205657959 (6.042385578155518) | > loss_mel: 17.39394760131836 (21.6295591990153) | > loss_duration: 2.1316730976104736 (2.264237721761068) | > loss_1: 28.089670181274414 (34.66601149241129)  --> STEP: 7 | > loss_disc: 2.6006453037261963 (2.427832467215402) | > loss_disc_real_0: 0.06852445751428604 (0.1267036572098732) | > loss_disc_real_1: 0.3025301992893219 (0.268650478550366) | > loss_disc_real_2: 0.3840453326702118 (0.3188424642596926) | > loss_disc_real_3: 0.3547627925872803 (0.34172008293015615) | > loss_disc_real_4: 0.345976859331131 (0.3167908063956669) | > loss_disc_real_5: 0.358470618724823 (0.3364561881337847) | > loss_0: 2.6006453037261963 (2.427832467215402) | > loss_gen: 2.85886812210083 (3.157700742994036) | > loss_kl: 2.247260332107544 (1.6258848054068429) | > loss_feat: 6.158208847045898 (6.058931759425572) | > loss_mel: 22.00213050842285 (21.682783671787806) | > loss_duration: 2.3876113891601562 (2.281862531389509) | > loss_1: 35.65407943725586 (34.80716405596052)  --> STEP: 8 | > loss_disc: 2.4485015869140625 (2.4304161071777344) | > loss_disc_real_0: 0.13719025254249573 (0.12801448162645102) | > loss_disc_real_1: 0.29989123344421387 (0.272555572912097) | > loss_disc_real_2: 0.3046169877052307 (0.31706427969038486) | > loss_disc_real_3: 0.2849864661693573 (0.3346283808350563) | > loss_disc_real_4: 0.329228013753891 (0.31834545731544495) | > loss_disc_real_5: 0.2923497259616852 (0.33094288036227226) | > loss_0: 2.4485015869140625 (2.4304161071777344) | > loss_gen: 3.208127975463867 (3.164004147052765) | > loss_kl: 1.1837644577026367 (1.5706197619438171) | > loss_feat: 6.786412715911865 (6.149866878986359) | > loss_mel: 18.42870330810547 (21.276023626327515) | > loss_duration: 2.1958632469177246 (2.271112620830536) | > loss_1: 31.802871704101562 (34.43162751197815)  --> STEP: 9 | > loss_disc: 1.8294814825057983 (2.363645593325297) | > loss_disc_real_0: 0.1082923412322998 (0.12582313269376755) | > loss_disc_real_1: 0.1481599062681198 (0.2587338321738773) | > loss_disc_real_2: 0.3302168846130371 (0.31852568023734623) | > loss_disc_real_3: 0.25607919692993164 (0.3259006937344869) | > loss_disc_real_4: 0.17734967172145844 (0.30267925891611314) | > loss_disc_real_5: 0.20357981324195862 (0.3167914284600152) | > loss_0: 1.8294814825057983 (2.363645593325297) | > loss_gen: 3.6641318798065186 (3.219573895136515) | > loss_kl: 1.8481615781784058 (1.601457741525438) | > loss_feat: 10.28889274597168 (6.609758641984728) | > loss_mel: 23.351930618286133 (21.50667995876736) | > loss_duration: 2.105355739593506 (2.252695189581977) | > loss_1: 41.25846862792969 (35.19016541375054)  --> STEP: 10 | > loss_disc: 2.75105619430542 (2.402386653423309) | > loss_disc_real_0: 0.143276184797287 (0.12756843790411948) | > loss_disc_real_1: 0.2668217718601227 (0.25954262614250184) | > loss_disc_real_2: 0.4203975200653076 (0.32871286422014234) | > loss_disc_real_3: 0.3756832778453827 (0.3308789521455765) | > loss_disc_real_4: 0.35109058022499084 (0.3075203910470009) | > loss_disc_real_5: 0.3479119837284088 (0.31990348398685453) | > loss_0: 2.75105619430542 (2.402386653423309) | > loss_gen: 2.870919942855835 (3.184708499908447) | > loss_kl: 1.4617276191711426 (1.5874847292900085) | > loss_feat: 5.188650131225586 (6.4676477909088135) | > loss_mel: 18.949359893798828 (21.250947952270508) | > loss_duration: 2.28641939163208 (2.2560676097869874) | > loss_1: 30.757076263427734 (34.74685649871826)  --> STEP: 11 | > loss_disc: 2.380878448486328 (2.400431362065402) | > loss_disc_real_0: 0.1843486875295639 (0.13273027877915988) | > loss_disc_real_1: 0.29157140851020813 (0.26245433363047516) | > loss_disc_real_2: 0.2732144892215729 (0.3236675574020906) | > loss_disc_real_3: 0.3400834798812866 (0.3317157273942774) | > loss_disc_real_4: 0.3037915527820587 (0.307181405750188) | > loss_disc_real_5: 0.4165651798248291 (0.3286909108812159) | > loss_0: 2.380878448486328 (2.400431362065402) | > loss_gen: 3.7049508094787598 (3.23200325532393) | > loss_kl: 1.8957616090774536 (1.6155099001797764) | > loss_feat: 7.602731704711914 (6.5708372376181865) | > loss_mel: 19.803298950195312 (21.1193434975364) | > loss_duration: 2.3862318992614746 (2.267900727011941) | > loss_1: 35.392974853515625 (34.80559453097257)  --> STEP: 12 | > loss_disc: 2.09848952293396 (2.3752695421377816) | > loss_disc_real_0: 0.1334391087293625 (0.13278934794167677) | > loss_disc_real_1: 0.3488124907016754 (0.2696508467197419) | > loss_disc_real_2: 0.2391534447669983 (0.3166247146824996) | > loss_disc_real_3: 0.31538912653923035 (0.3303551773230235) | > loss_disc_real_4: 0.2243669480085373 (0.30028020093838376) | > loss_disc_real_5: 0.22125723958015442 (0.31973810493946075) | > loss_0: 2.09848952293396 (2.3752695421377816) | > loss_gen: 3.4013113975524902 (3.24611226717631) | > loss_kl: 0.9865607619285583 (1.5630974719921749) | > loss_feat: 6.664195537567139 (6.578617095947266) | > loss_mel: 21.238731384277344 (21.129292488098145) | > loss_duration: 2.2063815593719482 (2.262774129708608) | > loss_1: 34.4971809387207 (34.77989339828491)  --> STEP: 13 | > loss_disc: 3.026240110397339 (2.4253442012346706) | > loss_disc_real_0: 0.23262067139148712 (0.1404686805147391) | > loss_disc_real_1: 0.4488247036933899 (0.2834334511023302) | > loss_disc_real_2: 0.41190391778945923 (0.32395388415226567) | > loss_disc_real_3: 0.46620434522628784 (0.3408051133155823) | > loss_disc_real_4: 0.386462539434433 (0.306909611591926) | > loss_disc_real_5: 0.4012933373451233 (0.32601158435528094) | > loss_0: 3.026240110397339 (2.4253442012346706) | > loss_gen: 3.3874807357788086 (3.256986764761118) | > loss_kl: 1.6594200134277344 (1.5705068982564485) | > loss_feat: 5.720895290374756 (6.512638495518611) | > loss_mel: 22.138219833374023 (21.206902283888596) | > loss_duration: 2.101566791534424 (2.2503735652336707) | > loss_1: 35.00758361816406 (34.797408030583306)  --> STEP: 14 | > loss_disc: 2.615689277648926 (2.4389402781214033) | > loss_disc_real_0: 0.1300877034664154 (0.13972718215414454) | > loss_disc_real_1: 0.24445901811122894 (0.28064956303153726) | > loss_disc_real_2: 0.29995277523994446 (0.322239519229957) | > loss_disc_real_3: 0.38848987221717834 (0.34421116752283915) | > loss_disc_real_4: 0.32754844427108765 (0.30838381392615183) | > loss_disc_real_5: 0.416918009519577 (0.33250490043844494) | > loss_0: 2.615689277648926 (2.4389402781214033) | > loss_gen: 2.9132633209228516 (3.2324350902012418) | > loss_kl: 1.6069105863571167 (1.5731071616922105) | > loss_feat: 7.093876361846924 (6.554155485970633) | > loss_mel: 22.350980758666992 (21.288622174944198) | > loss_duration: 2.329920530319214 (2.2560554913112094) | > loss_1: 36.294952392578125 (34.904375485011506)  --> STEP: 15 | > loss_disc: 2.8780078887939453 (2.4682114521662393) | > loss_disc_real_0: 0.1397842913866043 (0.13973098943630852) | > loss_disc_real_1: 0.33091986179351807 (0.284000916282336) | > loss_disc_real_2: 0.4378270208835602 (0.3299453526735306) | > loss_disc_real_3: 0.2896076440811157 (0.3405709326267242) | > loss_disc_real_4: 0.3727695345878601 (0.312676195303599) | > loss_disc_real_5: 0.42856085300445557 (0.3389086306095123) | > loss_0: 2.8780078887939453 (2.4682114521662393) | > loss_gen: 2.715258836746216 (3.19795667330424) | > loss_kl: 1.5250918865203857 (1.5699061433474222) | > loss_feat: 6.596158981323242 (6.556955718994141) | > loss_mel: 21.370162963867188 (21.29405822753906) | > loss_duration: 2.3019614219665527 (2.2591158866882326) | > loss_1: 34.50863265991211 (34.87799263000488)  --> STEP: 16 | > loss_disc: 2.2931747436523438 (2.457271657884121) | > loss_disc_real_0: 0.07668375968933105 (0.13579053757712242) | > loss_disc_real_1: 0.2763504385948181 (0.2835227614268661) | > loss_disc_real_2: 0.35401245951652527 (0.33144954685121775) | > loss_disc_real_3: 0.33277997374534607 (0.3400839976966381) | > loss_disc_real_4: 0.26477324962615967 (0.3096822611987591) | > loss_disc_real_5: 0.27469202876091003 (0.3348950929939747) | > loss_0: 2.2931747436523438 (2.457271657884121) | > loss_gen: 3.3019802570343018 (3.2044581472873688) | > loss_kl: 1.3355659246444702 (1.5552598796784878) | > loss_feat: 8.557450294494629 (6.681986629962921) | > loss_mel: 22.43743896484375 (21.365519523620605) | > loss_duration: 2.3876891136169434 (2.267151713371277) | > loss_1: 38.02012252807617 (35.07437574863434)  --> STEP: 17 | > loss_disc: 2.80175518989563 (2.4775353950612686) | > loss_disc_real_0: 0.18950219452381134 (0.13895004680928058) | > loss_disc_real_1: 0.37780067324638367 (0.28906852094566127) | > loss_disc_real_2: 0.5038045644760132 (0.3415880772997351) | > loss_disc_real_3: 0.36551591753959656 (0.34157999298151803) | > loss_disc_real_4: 0.3656984865665436 (0.312977333279217) | > loss_disc_real_5: 0.43569186329841614 (0.34082431477658887) | > loss_0: 2.80175518989563 (2.4775353950612686) | > loss_gen: 3.753632068634033 (3.2367624956018783) | > loss_kl: 1.470231056213379 (1.5502581841805403) | > loss_feat: 5.295781135559082 (6.600445130292107) | > loss_mel: 21.09490966796875 (21.349601296817553) | > loss_duration: 2.3533315658569336 (2.2722211164586685) | > loss_1: 33.9678840637207 (35.009288002462945)  --> STEP: 18 | > loss_disc: 2.5901215076446533 (2.483790179093679) | > loss_disc_real_0: 0.11223947256803513 (0.13746612601810027) | > loss_disc_real_1: 0.2268352210521698 (0.28561111539602285) | > loss_disc_real_2: 0.25818386673927307 (0.3369545100463761) | > loss_disc_real_3: 0.42318230867385864 (0.3461134549644258) | > loss_disc_real_4: 0.3090703785419464 (0.3127602802382575) | > loss_disc_real_5: 0.2851807475090027 (0.3377330054839452) | > loss_0: 2.5901215076446533 (2.483790179093679) | > loss_gen: 2.8961195945739746 (3.2178378899892173) | > loss_kl: 1.4805623292922974 (1.5463861922423046) | > loss_feat: 8.762761116027832 (6.720573796166314) | > loss_mel: 21.9401912689209 (21.382411850823296) | > loss_duration: 2.198296070098877 (2.26811416943868) | > loss_1: 37.27792739868164 (35.1353235244751)  --> STEP: 19 | > loss_disc: 2.2975172996520996 (2.473986343333596) | > loss_disc_real_0: 0.17164364457130432 (0.13926494278405838) | > loss_disc_real_1: 0.31565773487091064 (0.28719251642101695) | > loss_disc_real_2: 0.37342312932014465 (0.338873911060785) | > loss_disc_real_3: 0.251246839761734 (0.34112047521691574) | > loss_disc_real_4: 0.2076151818037033 (0.30722632768907043) | > loss_disc_real_5: 0.190512552857399 (0.32998456060886383) | > loss_0: 2.2975172996520996 (2.473986343333596) | > loss_gen: 2.978327512741089 (3.2052320806603682) | > loss_kl: 1.3492591381072998 (1.536011084129936) | > loss_feat: 8.850687980651855 (6.832685069033974) | > loss_mel: 21.513511657714844 (21.389311840659694) | > loss_duration: 2.3268444538116455 (2.271205237037257) | > loss_1: 37.01863098144531 (35.234444969578796)  --> STEP: 20 | > loss_disc: 2.2601680755615234 (2.463295429944992) | > loss_disc_real_0: 0.1318003088235855 (0.13889171108603474) | > loss_disc_real_1: 0.2016933411359787 (0.282917557656765) | > loss_disc_real_2: 0.30620619654655457 (0.3372405253350735) | > loss_disc_real_3: 0.3797720670700073 (0.3430530548095703) | > loss_disc_real_4: 0.24143441021442413 (0.30393673181533815) | > loss_disc_real_5: 0.29561129212379456 (0.32826589718461036) | > loss_0: 2.2601680755615234 (2.463295429944992) | > loss_gen: 3.3076536655426025 (3.21035315990448) | > loss_kl: 1.4813200235366821 (1.5332765311002734) | > loss_feat: 6.769894123077393 (6.829545521736145) | > loss_mel: 22.929094314575195 (21.46630096435547) | > loss_duration: 2.2973594665527344 (2.272512948513031) | > loss_1: 36.78532409667969 (35.31198892593384)  --> STEP: 21 | > loss_disc: 2.2482433319091797 (2.4530548538480486) | > loss_disc_real_0: 0.09581878781318665 (0.1368406195016134) | > loss_disc_real_1: 0.39497265219688416 (0.28825351453962783) | > loss_disc_real_2: 0.2554221749305725 (0.3333444134110496) | > loss_disc_real_3: 0.2680817246437073 (0.3394829914683387) | > loss_disc_real_4: 0.22431594133377075 (0.30014526560193017) | > loss_disc_real_5: 0.2185056060552597 (0.3230392166546413) | > loss_0: 2.2482433319091797 (2.4530548538480486) | > loss_gen: 2.7811923027038574 (3.1899169286092124) | > loss_kl: 1.6695555448532104 (1.5397660079456514) | > loss_feat: 5.5630879402160645 (6.769238017854237) | > loss_mel: 21.67594337463379 (21.476283936273482) | > loss_duration: 2.1948442459106445 (2.268814438865298) | > loss_1: 33.88462448120117 (35.244019190470375)  --> STEP: 22 | > loss_disc: 2.1353509426116943 (2.4386137669736687) | > loss_disc_real_0: 0.126551553606987 (0.1363729346882213) | > loss_disc_real_1: 0.1756877452135086 (0.2831368886611679) | > loss_disc_real_2: 0.29808512330055237 (0.33174171840602695) | > loss_disc_real_3: 0.34934839606285095 (0.3399314189499074) | > loss_disc_real_4: 0.2075839340686798 (0.29593793235041876) | > loss_disc_real_5: 0.2504473626613617 (0.319739586927674) | > loss_0: 2.1353509426116943 (2.4386137669736687) | > loss_gen: 3.470578193664551 (3.2026742588390005) | > loss_kl: 1.3273683786392212 (1.5301115702499046) | > loss_feat: 6.518475532531738 (6.7578397230668505) | > loss_mel: 19.021074295043945 (21.364683498035774) | > loss_duration: 2.1713438034057617 (2.2643839554353193) | > loss_1: 32.50884246826172 (35.11969297582453)  --> STEP: 23 | > loss_disc: 2.5380077362060547 (2.442935243896816) | > loss_disc_real_0: 0.1765315681695938 (0.13811896223088965) | > loss_disc_real_1: 0.22713446617126465 (0.2807020007268243) | > loss_disc_real_2: 0.42044466733932495 (0.33559836835964857) | > loss_disc_real_3: 0.31838881969451904 (0.3389947841996731) | > loss_disc_real_4: 0.3208370506763458 (0.2970205027124156) | > loss_disc_real_5: 0.2909994423389435 (0.31849001542381616) | > loss_0: 2.5380077362060547 (2.442935243896816) | > loss_gen: 3.2385246753692627 (3.2042329726011856) | > loss_kl: 1.4537365436553955 (1.5267909169197085) | > loss_feat: 5.950948238372803 (6.722757484601892) | > loss_mel: 19.785890579223633 (21.296040327652637) | > loss_duration: 2.3472185134887695 (2.2679854579593823) | > loss_1: 32.77631759643555 (35.01780708976414)  --> STEP: 24 | > loss_disc: 2.2724051475524902 (2.4358298232158027) | > loss_disc_real_0: 0.07908127456903458 (0.13565905857831237) | > loss_disc_real_1: 0.28466933965682983 (0.2808673065155745) | > loss_disc_real_2: 0.2713130712509155 (0.33291981431345136) | > loss_disc_real_3: 0.3095214366912842 (0.33776672805349023) | > loss_disc_real_4: 0.30973032116889954 (0.2975500784814357) | > loss_disc_real_5: 0.24631962180137634 (0.31548291568954784) | > loss_0: 2.2724051475524902 (2.4358298232158027) | > loss_gen: 3.175577163696289 (3.203038980563482) | > loss_kl: 1.538207769393921 (1.5272666191061341) | > loss_feat: 5.976416110992432 (6.691659927368164) | > loss_mel: 21.835960388183594 (21.318536996841427) | > loss_duration: 2.420118570327759 (2.274324337641398) | > loss_1: 34.94628143310547 (35.01482685407003)  --> STEP: 25 | > loss_disc: 2.51632022857666 (2.439049439430237) | > loss_disc_real_0: 0.10675541311502457 (0.13450291275978085) | > loss_disc_real_1: 0.2928820550441742 (0.28134789645671854) | > loss_disc_real_2: 0.3488203287124634 (0.3335558348894119) | > loss_disc_real_3: 0.35372817516326904 (0.3384051859378814) | > loss_disc_real_4: 0.36531737446784973 (0.30026077032089227) | > loss_disc_real_5: 0.3954395651817322 (0.3186811816692352) | > loss_0: 2.51632022857666 (2.439049439430237) | > loss_gen: 3.3350274562835693 (3.208318519592285) | > loss_kl: 1.6428639888763428 (1.5318905138969425) | > loss_feat: 7.89748477935791 (6.739892921447754) | > loss_mel: 19.527524948120117 (21.246896514892573) | > loss_duration: 2.3258824348449707 (2.276386661529541) | > loss_1: 34.728782653808594 (35.00338508605957)  --> STEP: 26 | > loss_disc: 1.954818606376648 (2.4204251766204834) | > loss_disc_real_0: 0.06713570654392242 (0.13191186636686322) | > loss_disc_real_1: 0.10228288173675537 (0.27446078050595074) | > loss_disc_real_2: 0.17121535539627075 (0.3273119702935218) | > loss_disc_real_3: 0.36522385478019714 (0.33943667320104737) | > loss_disc_real_4: 0.26080721616744995 (0.2987433259303752) | > loss_disc_real_5: 0.18584921956062317 (0.3135722600496732) | > loss_0: 1.954818606376648 (2.4204251766204834) | > loss_gen: 2.8774654865264893 (3.1955934029359083) | > loss_kl: 2.1011173725128174 (1.5537838546129377) | > loss_feat: 14.664900779724121 (7.044700915996845) | > loss_mel: 23.435245513916016 (21.33106378408578) | > loss_duration: 2.3184690475463867 (2.278005214837881) | > loss_1: 45.39719772338867 (35.403147110572235) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022127536626962516 (-0.0002372631659874544) | > avg_loss_disc: 2.4204251766204834 (+0.052372753620147705) | > avg_loss_disc_real_0: 0.13191186636686322 (+0.006497737020254107) | > avg_loss_disc_real_1: 0.27446078050595074 (+0.04581160900684514) | > avg_loss_disc_real_2: 0.3273119702935218 (+0.017133578658103943) | > avg_loss_disc_real_3: 0.33943667320104737 (+0.09645134095962221) | > avg_loss_disc_real_4: 0.2987433259303752 (+0.073747928899068) | > avg_loss_disc_real_5: 0.3135722600496732 (+0.056613326072692705) | > avg_loss_0: 2.4204251766204834 (+0.052372753620147705) | > avg_loss_gen: 3.1955934029359083 (+0.4929682979216943) | > avg_loss_kl: 1.5537838546129377 (-0.01121219992637612) | > avg_loss_feat: 7.044700915996845 (+0.6326523331495437) | > avg_loss_mel: 21.33106378408578 (+0.41470259886520466) | > avg_loss_duration: 2.278005214837881 (+0.0088322987923255) | > avg_loss_1: 35.403147110572235 (+1.537943179790794)  > EPOCH: 29/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:14:11)   --> TIME: 2024-06-10 16:14:14 -- STEP: 4/330 -- GLOBAL_STEP: 97575 | > loss_disc: 2.177366018295288 (2.3240492939949036) | > loss_disc_real_0: 0.10096444189548492 (0.1048970315605402) | > loss_disc_real_1: 0.1597653180360794 (0.2006426565349102) | > loss_disc_real_2: 0.16844682395458221 (0.2136704958975315) | > loss_disc_real_3: 0.19044442474842072 (0.25064102187752724) | > loss_disc_real_4: 0.1957577019929886 (0.25839119032025337) | > loss_disc_real_5: 0.21924549341201782 (0.2749784216284752) | > loss_0: 2.177366018295288 (2.3240492939949036) | > grad_norm_0: tensor(7.0418, device='cuda:0') (tensor(10.5009, device='cuda:0')) | > loss_gen: 2.4867734909057617 (2.5556825399398804) | > loss_kl: 1.6142454147338867 (1.5071768760681152) | > loss_feat: 6.810070991516113 (6.385381102561951) | > loss_mel: 21.986026763916016 (21.604580879211426) | > loss_duration: 2.5160088539123535 (2.447516143321991) | > loss_1: 35.41312789916992 (34.50033760070801) | > grad_norm_1: tensor(74.7223, device='cuda:0') (tensor(73.0961, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3312 (0.3277329206466675) | > loader_time: 0.0029 (0.0029202699661254883)  --> TIME: 2024-06-10 16:14:22 -- STEP: 29/330 -- GLOBAL_STEP: 97600 | > loss_disc: 2.1960608959198 (2.3348701000213623) | > loss_disc_real_0: 0.15261521935462952 (0.12470333432329112) | > loss_disc_real_1: 0.17388276755809784 (0.20904760936210895) | > loss_disc_real_2: 0.20182053744792938 (0.2188988852089849) | > loss_disc_real_3: 0.22773714363574982 (0.22644269569166775) | > loss_disc_real_4: 0.18850727379322052 (0.21773877637139682) | > loss_disc_real_5: 0.19898715615272522 (0.22527412556368728) | > loss_0: 2.1960608959198 (2.3348701000213623) | > grad_norm_0: tensor(22.0980, device='cuda:0') (tensor(11.7533, device='cuda:0')) | > loss_gen: 2.6224496364593506 (2.533361204739274) | > loss_kl: 1.4396278858184814 (1.4883134570615044) | > loss_feat: 7.016411304473877 (6.581755588794577) | > loss_mel: 21.410436630249023 (21.30849187127475) | > loss_duration: 2.136676788330078 (2.2146410202157907) | > loss_1: 34.62560272216797 (34.12656310508992) | > grad_norm_1: tensor(74.6211, device='cuda:0') (tensor(126.1686, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3414 (0.3352989986025054) | > loader_time: 0.003 (0.002965359852231782)  --> TIME: 2024-06-10 16:14:31 -- STEP: 54/330 -- GLOBAL_STEP: 97625 | > loss_disc: 2.287914276123047 (2.2760321497917166) | > loss_disc_real_0: 0.08639886230230331 (0.12043179226694284) | > loss_disc_real_1: 0.22032073140144348 (0.2077228104074796) | > loss_disc_real_2: 0.2061089426279068 (0.21794189816271817) | > loss_disc_real_3: 0.22641222178936005 (0.22473682407979612) | > loss_disc_real_4: 0.23352205753326416 (0.21436515146935428) | > loss_disc_real_5: 0.2550552487373352 (0.22036610102211987) | > loss_0: 2.287914276123047 (2.2760321497917166) | > grad_norm_0: tensor(6.4404, device='cuda:0') (tensor(12.8504, device='cuda:0')) | > loss_gen: 2.641289710998535 (2.630554715792338) | > loss_kl: 1.6221591234207153 (1.4975569513108995) | > loss_feat: 6.882687568664551 (6.847683668136597) | > loss_mel: 22.10736656188965 (21.310012040314852) | > loss_duration: 2.1166398525238037 (2.1652242695843738) | > loss_1: 35.370140075683594 (34.451031649554224) | > grad_norm_1: tensor(108.9107, device='cuda:0') (tensor(132.8057, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3401 (0.33811825293081776) | > loader_time: 0.0032 (0.0030826683397646303)  --> TIME: 2024-06-10 16:14:40 -- STEP: 79/330 -- GLOBAL_STEP: 97650 | > loss_disc: 2.055708885192871 (2.225760985024367) | > loss_disc_real_0: 0.0573960617184639 (0.11090238665855384) | > loss_disc_real_1: 0.18533430993556976 (0.2044474865439572) | > loss_disc_real_2: 0.26377126574516296 (0.21645993597899812) | > loss_disc_real_3: 0.2327589988708496 (0.219007256476185) | > loss_disc_real_4: 0.20453906059265137 (0.21119209256353258) | > loss_disc_real_5: 0.22553206980228424 (0.21781534956225865) | > loss_0: 2.055708885192871 (2.225760985024367) | > grad_norm_0: tensor(16.7315, device='cuda:0') (tensor(12.6636, device='cuda:0')) | > loss_gen: 2.895817279815674 (2.709104420263556) | > loss_kl: 1.3891770839691162 (1.494123689735992) | > loss_feat: 7.998775959014893 (7.143161290808569) | > loss_mel: 21.158679962158203 (21.368950614446327) | > loss_duration: 2.0517020225524902 (2.1447147417672077) | > loss_1: 35.4941520690918 (34.86005454727366) | > grad_norm_1: tensor(187.8646, device='cuda:0') (tensor(139.0484, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3479 (0.34011518200741536) | > loader_time: 0.0034 (0.003206174584883678)  --> TIME: 2024-06-10 16:14:49 -- STEP: 104/330 -- GLOBAL_STEP: 97675 | > loss_disc: 2.1455211639404297 (2.211791899341802) | > loss_disc_real_0: 0.11963415890932083 (0.1123611474982821) | > loss_disc_real_1: 0.17264240980148315 (0.2055088866215486) | > loss_disc_real_2: 0.20912496745586395 (0.21368062754090017) | > loss_disc_real_3: 0.19245511293411255 (0.2159265951754955) | > loss_disc_real_4: 0.22309470176696777 (0.21069188931813607) | > loss_disc_real_5: 0.18649183213710785 (0.21361562724296862) | > loss_0: 2.1455211639404297 (2.211791899341802) | > grad_norm_0: tensor(30.5140, device='cuda:0') (tensor(16.9083, device='cuda:0')) | > loss_gen: 2.9170212745666504 (2.7263746949342593) | > loss_kl: 1.4864153861999512 (1.4756010713485577) | > loss_feat: 8.401670455932617 (7.188898976032551) | > loss_mel: 21.038557052612305 (21.323099466470566) | > loss_duration: 2.148496627807617 (2.1385180881390204) | > loss_1: 35.992164611816406 (34.8524922957787) | > grad_norm_1: tensor(293.0886, device='cuda:0') (tensor(175.3179, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3443 (0.3422842025756836) | > loader_time: 0.0036 (0.003330230712890625)  --> TIME: 2024-06-10 16:14:58 -- STEP: 129/330 -- GLOBAL_STEP: 97700 | > loss_disc: 2.0951712131500244 (2.2091705383256417) | > loss_disc_real_0: 0.11404292285442352 (0.11368285801059516) | > loss_disc_real_1: 0.20266644656658173 (0.20594176569188288) | > loss_disc_real_2: 0.2279072403907776 (0.21348267539527066) | > loss_disc_real_3: 0.20257289707660675 (0.21555582370406898) | > loss_disc_real_4: 0.17925408482551575 (0.2105056012785712) | > loss_disc_real_5: 0.20112104713916779 (0.21183545899021533) | > loss_0: 2.0951712131500244 (2.2091705383256417) | > grad_norm_0: tensor(16.7968, device='cuda:0') (tensor(18.2176, device='cuda:0')) | > loss_gen: 2.6236979961395264 (2.7269100847170344) | > loss_kl: 1.4007787704467773 (1.4750751792922505) | > loss_feat: 7.142391204833984 (7.2105049939118615) | > loss_mel: 21.83225440979004 (21.284948940424954) | > loss_duration: 2.0984342098236084 (2.135535003602967) | > loss_1: 35.097557067871094 (34.83297413079312) | > grad_norm_1: tensor(261.3400, device='cuda:0') (tensor(196.6835, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3565 (0.34504206975301105) | > loader_time: 0.0038 (0.0034309930579606877)  --> TIME: 2024-06-10 16:15:07 -- STEP: 154/330 -- GLOBAL_STEP: 97725 | > loss_disc: 2.0769906044006348 (2.1987619562582528) | > loss_disc_real_0: 0.10790786892175674 (0.11361947002542483) | > loss_disc_real_1: 0.20958147943019867 (0.20491107427454613) | > loss_disc_real_2: 0.2270689606666565 (0.2122281722047112) | > loss_disc_real_3: 0.2023552507162094 (0.2150963285526672) | > loss_disc_real_4: 0.17580944299697876 (0.2091308448995863) | > loss_disc_real_5: 0.19306504726409912 (0.2108955904841423) | > loss_0: 2.0769906044006348 (2.1987619562582528) | > grad_norm_0: tensor(14.0684, device='cuda:0') (tensor(17.4816, device='cuda:0')) | > loss_gen: 2.940089225769043 (2.730672723287113) | > loss_kl: 1.3546391725540161 (1.4702518729420457) | > loss_feat: 7.973205089569092 (7.238627059119087) | > loss_mel: 20.988170623779297 (21.263807222440636) | > loss_duration: 2.12119197845459 (2.1343391375108207) | > loss_1: 35.377296447753906 (34.83769793324656) | > grad_norm_1: tensor(306.7054, device='cuda:0') (tensor(201.9915, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.3508 (0.3476699466829177) | > loader_time: 0.004 (0.0035445550819496055)  --> TIME: 2024-06-10 16:15:16 -- STEP: 179/330 -- GLOBAL_STEP: 97750 | > loss_disc: 2.102390766143799 (2.190082791131301) | > loss_disc_real_0: 0.12315476685762405 (0.11364412711485804) | > loss_disc_real_1: 0.1867990344762802 (0.20556468179439033) | > loss_disc_real_2: 0.18691417574882507 (0.21214544706504437) | > loss_disc_real_3: 0.18511530756950378 (0.2142918583567582) | > loss_disc_real_4: 0.17881855368614197 (0.20673127755439485) | > loss_disc_real_5: 0.18607395887374878 (0.20850545942117382) | > loss_0: 2.102390766143799 (2.190082791131301) | > grad_norm_0: tensor(17.9637, device='cuda:0') (tensor(16.6673, device='cuda:0')) | > loss_gen: 2.76106333732605 (2.7413569309192) | > loss_kl: 1.4641425609588623 (1.4682606784991048) | > loss_feat: 7.9390692710876465 (7.305403392408146) | > loss_mel: 21.625823974609375 (21.272515483408657) | > loss_duration: 2.1763198375701904 (2.137676758473145) | > loss_1: 35.9664192199707 (34.925213201085946) | > grad_norm_1: tensor(169.4458, device='cuda:0') (tensor(202.4834, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.4007 (0.3519666354749457) | > loader_time: 0.0047 (0.003664064673738107)  --> TIME: 2024-06-10 16:15:27 -- STEP: 204/330 -- GLOBAL_STEP: 97775 | > loss_disc: 2.3175435066223145 (2.1844496873079557) | > loss_disc_real_0: 0.16053318977355957 (0.11439807311284776) | > loss_disc_real_1: 0.28416529297828674 (0.20532490985066282) | > loss_disc_real_2: 0.22906023263931274 (0.21246076492117902) | > loss_disc_real_3: 0.22448785603046417 (0.21379726942555577) | > loss_disc_real_4: 0.18433761596679688 (0.20574673688879203) | > loss_disc_real_5: 0.21240781247615814 (0.2076177190916211) | > loss_0: 2.3175435066223145 (2.1844496873079557) | > grad_norm_0: tensor(9.0680, device='cuda:0') (tensor(16.0170, device='cuda:0')) | > loss_gen: 2.7103750705718994 (2.750246774916556) | > loss_kl: 1.4745036363601685 (1.46582172314326) | > loss_feat: 7.654409885406494 (7.349353509790756) | > loss_mel: 21.24765968322754 (21.262666758368987) | > loss_duration: 2.115886926651001 (2.142435562376882) | > loss_1: 35.20283508300781 (34.97052433911492) | > grad_norm_1: tensor(102.7437, device='cuda:0') (tensor(194.1103, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.4064 (0.3584098371804931) | > loader_time: 0.0048 (0.0038166443506876626)  --> TIME: 2024-06-10 16:15:37 -- STEP: 229/330 -- GLOBAL_STEP: 97800 | > loss_disc: 2.0741467475891113 (2.1845454878161554) | > loss_disc_real_0: 0.08481615781784058 (0.11473004272671246) | > loss_disc_real_1: 0.22932861745357513 (0.20593233295923757) | > loss_disc_real_2: 0.19186559319496155 (0.21360913296453818) | > loss_disc_real_3: 0.19431236386299133 (0.2131045791910205) | > loss_disc_real_4: 0.17581769824028015 (0.20524995250212577) | > loss_disc_real_5: 0.19874270260334015 (0.20749545269788092) | > loss_0: 2.0741467475891113 (2.1845454878161554) | > grad_norm_0: tensor(26.7516, device='cuda:0') (tensor(16.0534, device='cuda:0')) | > loss_gen: 2.8770012855529785 (2.7544379806935013) | > loss_kl: 1.4526039361953735 (1.4643311229855736) | > loss_feat: 7.626378059387207 (7.384437900443263) | > loss_mel: 21.211729049682617 (21.250449684509537) | > loss_duration: 2.225339412689209 (2.148811848403064) | > loss_1: 35.39305114746094 (35.00246852558253) | > grad_norm_1: tensor(198.0955, device='cuda:0') (tensor(188.9437, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.4076 (0.3631390005219973) | > loader_time: 0.0054 (0.003976916642168204)  --> TIME: 2024-06-10 16:15:48 -- STEP: 254/330 -- GLOBAL_STEP: 97825 | > loss_disc: 2.0215888023376465 (2.1853276420765964) | > loss_disc_real_0: 0.09615244716405869 (0.11494972216566716) | > loss_disc_real_1: 0.17895373702049255 (0.20619271865745228) | > loss_disc_real_2: 0.19861939549446106 (0.21325419614399513) | > loss_disc_real_3: 0.20677977800369263 (0.21345866377663425) | > loss_disc_real_4: 0.19596198201179504 (0.2059522500540328) | > loss_disc_real_5: 0.17102639377117157 (0.20693924979079426) | > loss_0: 2.0215888023376465 (2.1853276420765964) | > grad_norm_0: tensor(17.0084, device='cuda:0') (tensor(16.1799, device='cuda:0')) | > loss_gen: 2.9175641536712646 (2.751769681615154) | > loss_kl: 1.4315662384033203 (1.4594350048876186) | > loss_feat: 7.787331581115723 (7.379404899642222) | > loss_mel: 22.079479217529297 (21.215287891898562) | > loss_duration: 2.177159309387207 (2.1538056764077016) | > loss_1: 36.39310073852539 (34.95970316008321) | > grad_norm_1: tensor(304.8175, device='cuda:0') (tensor(188.1398, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.4245 (0.368020608669191) | > loader_time: 0.0055 (0.004137370530075913)  --> TIME: 2024-06-10 16:15:59 -- STEP: 279/330 -- GLOBAL_STEP: 97850 | > loss_disc: 2.262920379638672 (2.181752293767894) | > loss_disc_real_0: 0.14956727623939514 (0.11494613906175008) | > loss_disc_real_1: 0.18139298260211945 (0.20642394174598025) | > loss_disc_real_2: 0.2336142361164093 (0.21253992707925887) | > loss_disc_real_3: 0.20281992852687836 (0.21340030842998123) | > loss_disc_real_4: 0.2345801740884781 (0.2054307810080949) | > loss_disc_real_5: 0.24235856533050537 (0.20646947592924145) | > loss_0: 2.262920379638672 (2.181752293767894) | > grad_norm_0: tensor(7.3903, device='cuda:0') (tensor(15.9933, device='cuda:0')) | > loss_gen: 2.7111330032348633 (2.756255098568496) | > loss_kl: 1.4941816329956055 (1.4554050066992377) | > loss_feat: 7.559172630310059 (7.417479142493245) | > loss_mel: 19.530004501342773 (21.19391339483226) | > loss_duration: 2.2202320098876953 (2.161021826515061) | > loss_1: 33.51472473144531 (34.984074500299286) | > grad_norm_1: tensor(131.1959, device='cuda:0') (tensor(186.3776, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.4312 (0.3733786750437967) | > loader_time: 0.0061 (0.004301617222447548)  --> TIME: 2024-06-10 16:16:10 -- STEP: 304/330 -- GLOBAL_STEP: 97875 | > loss_disc: 2.2320594787597656 (2.1796749892987686) | > loss_disc_real_0: 0.11369502544403076 (0.11463404628203105) | > loss_disc_real_1: 0.18241536617279053 (0.20705950338589513) | > loss_disc_real_2: 0.1925700455904007 (0.2119493921238341) | > loss_disc_real_3: 0.17158149182796478 (0.21307303942739955) | > loss_disc_real_4: 0.18505074083805084 (0.2049259453717815) | > loss_disc_real_5: 0.20390315353870392 (0.20592551215208668) | > loss_0: 2.2320594787597656 (2.1796749892987686) | > grad_norm_0: tensor(14.2364, device='cuda:0') (tensor(16.0940, device='cuda:0')) | > loss_gen: 2.617642879486084 (2.7577328932912724) | > loss_kl: 1.4482533931732178 (1.453568763246662) | > loss_feat: 8.444182395935059 (7.459843735945852) | > loss_mel: 20.26180648803711 (21.154122496906073) | > loss_duration: 2.2948029041290283 (2.170066703307002) | > loss_1: 35.066688537597656 (34.99533462524416) | > grad_norm_1: tensor(86.3050, device='cuda:0') (tensor(188.6214, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.4695 (0.38013330886238517) | > loader_time: 0.0071 (0.004476751151837801)  --> TIME: 2024-06-10 16:16:38 -- STEP: 329/330 -- GLOBAL_STEP: 97900 | > loss_disc: 2.530056953430176 (2.179556998076045) | > loss_disc_real_0: 0.21088799834251404 (0.11491788214916156) | > loss_disc_real_1: 0.20532795786857605 (0.20647500967182283) | > loss_disc_real_2: 0.18989627063274384 (0.2110766409287699) | > loss_disc_real_3: 0.30100017786026 (0.21320849774818643) | > loss_disc_real_4: 0.23802407085895538 (0.20554437304883744) | > loss_disc_real_5: 0.24555933475494385 (0.20589027943310395) | > loss_0: 2.530056953430176 (2.179556998076045) | > grad_norm_0: tensor(25.9014, device='cuda:0') (tensor(15.9223, device='cuda:0')) | > loss_gen: 2.6309263706207275 (2.7594072289742226) | > loss_kl: 1.875121831893921 (1.4602813485183261) | > loss_feat: 11.191452026367188 (7.587008915411303) | > loss_mel: 21.195316314697266 (21.12494277954101) | > loss_duration: 2.3154518604278564 (2.1828146219978213) | > loss_1: 39.20827102661133 (35.114454924516785) | > grad_norm_1: tensor(108.7623, device='cuda:0') (tensor(187.5759, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 13.6201 (0.4342607545997598) | > loader_time: 0.0338 (0.004931828895963072)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.911973476409912 (1.911973476409912) | > loss_disc_real_0: 0.08201804757118225 (0.08201804757118225) | > loss_disc_real_1: 0.2614704966545105 (0.2614704966545105) | > loss_disc_real_2: 0.18502740561962128 (0.18502740561962128) | > loss_disc_real_3: 0.1708855777978897 (0.1708855777978897) | > loss_disc_real_4: 0.08158299326896667 (0.08158299326896667) | > loss_disc_real_5: 0.06429141014814377 (0.06429141014814377) | > loss_0: 1.911973476409912 (1.911973476409912) | > loss_gen: 2.5557470321655273 (2.5557470321655273) | > loss_kl: 1.3701090812683105 (1.3701090812683105) | > loss_feat: 8.672447204589844 (8.672447204589844) | > loss_mel: 21.880971908569336 (21.880971908569336) | > loss_duration: 2.7605817317962646 (2.7605817317962646) | > loss_1: 37.2398567199707 (37.2398567199707)  --> STEP: 1 | > loss_disc: 2.2251899242401123 (2.2251899242401123) | > loss_disc_real_0: 0.09178978204727173 (0.09178978204727173) | > loss_disc_real_1: 0.2467557191848755 (0.2467557191848755) | > loss_disc_real_2: 0.22597509622573853 (0.22597509622573853) | > loss_disc_real_3: 0.29435214400291443 (0.29435214400291443) | > loss_disc_real_4: 0.2192278802394867 (0.2192278802394867) | > loss_disc_real_5: 0.2305048108100891 (0.2305048108100891) | > loss_0: 2.2251899242401123 (2.2251899242401123) | > loss_gen: 2.5929853916168213 (2.5929853916168213) | > loss_kl: 1.1955560445785522 (1.1955560445785522) | > loss_feat: 5.922474384307861 (5.922474384307861) | > loss_mel: 20.941572189331055 (20.941572189331055) | > loss_duration: 2.309638023376465 (2.309638023376465) | > loss_1: 32.96222686767578 (32.96222686767578)  --> STEP: 2 | > loss_disc: 2.339900255203247 (2.2825450897216797) | > loss_disc_real_0: 0.04923366755247116 (0.07051172479987144) | > loss_disc_real_1: 0.2658497393131256 (0.25630272924900055) | > loss_disc_real_2: 0.20340044796466827 (0.2146877720952034) | > loss_disc_real_3: 0.23017923533916473 (0.2622656896710396) | > loss_disc_real_4: 0.22003135085105896 (0.21962961554527283) | > loss_disc_real_5: 0.2782345116138458 (0.25436966121196747) | > loss_0: 2.339900255203247 (2.2825450897216797) | > loss_gen: 2.3586361408233643 (2.4758107662200928) | > loss_kl: 1.432045340538025 (1.3138006925582886) | > loss_feat: 6.105679035186768 (6.0140767097473145) | > loss_mel: 23.38987159729004 (22.165721893310547) | > loss_duration: 2.325874090194702 (2.3177560567855835) | > loss_1: 35.61210632324219 (34.287166595458984)  --> STEP: 3 | > loss_disc: 2.1974191665649414 (2.254169782002767) | > loss_disc_real_0: 0.0749937891960144 (0.07200574626525243) | > loss_disc_real_1: 0.20843519270420074 (0.2403468837340673) | > loss_disc_real_2: 0.17210766673088074 (0.20049440364042917) | > loss_disc_real_3: 0.2578236162662506 (0.2607849985361099) | > loss_disc_real_4: 0.2635170519351959 (0.23425876100858053) | > loss_disc_real_5: 0.21589572727680206 (0.24154501656691232) | > loss_0: 2.1974191665649414 (2.254169782002767) | > loss_gen: 2.435154438018799 (2.4622586568196616) | > loss_kl: 1.2702380418777466 (1.299279808998108) | > loss_feat: 7.093660831451416 (6.373938083648682) | > loss_mel: 23.494647979736328 (22.608697255452473) | > loss_duration: 2.150895118713379 (2.2621357440948486) | > loss_1: 36.44459533691406 (35.006309509277344)  --> STEP: 4 | > loss_disc: 1.7756675481796265 (2.134544223546982) | > loss_disc_real_0: 0.04048396646976471 (0.0641253013163805) | > loss_disc_real_1: 0.22084927558898926 (0.23547248169779778) | > loss_disc_real_2: 0.20938923954963684 (0.2027181126177311) | > loss_disc_real_3: 0.15651386976242065 (0.2347172163426876) | > loss_disc_real_4: 0.18366409838199615 (0.22161009535193443) | > loss_disc_real_5: 0.165852352976799 (0.222621850669384) | > loss_0: 1.7756675481796265 (2.134544223546982) | > loss_gen: 2.9556028842926025 (2.5855947136878967) | > loss_kl: 1.4063494205474854 (1.3260472118854523) | > loss_feat: 8.413884162902832 (6.883924603462219) | > loss_mel: 21.02314567565918 (22.21230936050415) | > loss_duration: 2.233532428741455 (2.2549849152565002) | > loss_1: 36.03251647949219 (35.262861251831055)  --> STEP: 5 | > loss_disc: 2.263763427734375 (2.1603880643844606) | > loss_disc_real_0: 0.07675206661224365 (0.06665065437555313) | > loss_disc_real_1: 0.2848331928253174 (0.2453446239233017) | > loss_disc_real_2: 0.23207926750183105 (0.2085903435945511) | > loss_disc_real_3: 0.222910538315773 (0.23235588073730468) | > loss_disc_real_4: 0.17602933943271637 (0.2124939441680908) | > loss_disc_real_5: 0.18523819744586945 (0.21514512002468109) | > loss_0: 2.263763427734375 (2.1603880643844606) | > loss_gen: 2.453899383544922 (2.5592556476593016) | > loss_kl: 1.8306392431259155 (1.4269656181335448) | > loss_feat: 5.726871013641357 (6.652513885498047) | > loss_mel: 21.748191833496094 (22.11948585510254) | > loss_duration: 2.3484749794006348 (2.2736829280853272) | > loss_1: 34.10807800292969 (35.03190460205078)  --> STEP: 6 | > loss_disc: 2.5367302894592285 (2.2231117685635886) | > loss_disc_real_0: 0.05354705825448036 (0.06446672168870766) | > loss_disc_real_1: 0.3009559214115143 (0.25461317350467044) | > loss_disc_real_2: 0.3287462592124939 (0.22861632953087488) | > loss_disc_real_3: 0.34455451369285583 (0.25105565289656323) | > loss_disc_real_4: 0.22277134656906128 (0.21420684456825256) | > loss_disc_real_5: 0.3201731741428375 (0.2326497957110405) | > loss_0: 2.5367302894592285 (2.2231117685635886) | > loss_gen: 2.585834503173828 (2.5636854569117227) | > loss_kl: 1.303490161895752 (1.406386375427246) | > loss_feat: 6.328516960144043 (6.598514397939046) | > loss_mel: 23.0594425201416 (22.276145299275715) | > loss_duration: 2.133850336074829 (2.2503774960835776) | > loss_1: 35.4111328125 (35.09510930379232)  --> STEP: 7 | > loss_disc: 2.4130122661590576 (2.2502404110772267) | > loss_disc_real_0: 0.09814544022083282 (0.06927796719329697) | > loss_disc_real_1: 0.2646859288215637 (0.2560521385499409) | > loss_disc_real_2: 0.21773748099803925 (0.22706220831189836) | > loss_disc_real_3: 0.2296706587076187 (0.248000653726714) | > loss_disc_real_4: 0.21405614912509918 (0.21418531664780208) | > loss_disc_real_5: 0.25823548436164856 (0.2363048940896988) | > loss_0: 2.4130122661590576 (2.2502404110772267) | > loss_gen: 2.299240827560425 (2.52590765271868) | > loss_kl: 1.5953675508499146 (1.433383686201913) | > loss_feat: 5.190028667449951 (6.397302150726318) | > loss_mel: 23.226879119873047 (22.411964416503906) | > loss_duration: 2.3138227462768555 (2.2594411032540456) | > loss_1: 34.62533950805664 (35.02799933297293)  --> STEP: 8 | > loss_disc: 2.2208690643310547 (2.2465689927339554) | > loss_disc_real_0: 0.08989128470420837 (0.0718546318821609) | > loss_disc_real_1: 0.3093239963054657 (0.2627111207693815) | > loss_disc_real_2: 0.17943136394023895 (0.22110835276544094) | > loss_disc_real_3: 0.2352486401796341 (0.246406652033329) | > loss_disc_real_4: 0.1931968778371811 (0.21156176179647446) | > loss_disc_real_5: 0.2113330215215683 (0.23318341001868248) | > loss_0: 2.2208690643310547 (2.2465689927339554) | > loss_gen: 2.7435123920440674 (2.5531082451343536) | > loss_kl: 2.1200010776519775 (1.519210860133171) | > loss_feat: 8.370427131652832 (6.643942773342133) | > loss_mel: 22.703935623168945 (22.448460817337036) | > loss_duration: 2.2241482734680176 (2.2550294995307922) | > loss_1: 38.16202163696289 (35.41975212097168)  --> STEP: 9 | > loss_disc: 2.5192599296569824 (2.276867985725403) | > loss_disc_real_0: 0.12667050957679749 (0.07794528495934275) | > loss_disc_real_1: 0.23491105437278748 (0.2596222245030933) | > loss_disc_real_2: 0.34000393748283386 (0.23431897328959572) | > loss_disc_real_3: 0.2627868354320526 (0.24822667241096497) | > loss_disc_real_4: 0.20087316632270813 (0.2103741400771671) | > loss_disc_real_5: 0.20417390763759613 (0.22996013197633955) | > loss_0: 2.5192599296569824 (2.276867985725403) | > loss_gen: 2.3379275798797607 (2.5291992823282876) | > loss_kl: 1.0960792303085327 (1.4721962345971003) | > loss_feat: 7.458743572235107 (6.734476195441352) | > loss_mel: 24.116291046142578 (22.63377528720432) | > loss_duration: 2.1224472522735596 (2.240298138724433) | > loss_1: 37.13148880004883 (35.60994508531358)  --> STEP: 10 | > loss_disc: 1.9743657112121582 (2.2466177582740783) | > loss_disc_real_0: 0.05385779216885567 (0.07553653568029403) | > loss_disc_real_1: 0.27463415265083313 (0.26112341731786726) | > loss_disc_real_2: 0.1862563043832779 (0.22951270639896393) | > loss_disc_real_3: 0.2635437846183777 (0.24975838363170624) | > loss_disc_real_4: 0.1692512184381485 (0.20626184791326524) | > loss_disc_real_5: 0.17664195597171783 (0.22462831437587738) | > loss_0: 1.9743657112121582 (2.2466177582740783) | > loss_gen: 2.7814416885375977 (2.554423522949219) | > loss_kl: 1.5434939861297607 (1.4793260097503662) | > loss_feat: 6.772891044616699 (6.738317680358887) | > loss_mel: 21.54729652404785 (22.525127410888672) | > loss_duration: 2.246950626373291 (2.2409633874893187) | > loss_1: 34.89207458496094 (35.53815803527832)  --> STEP: 11 | > loss_disc: 2.3767566680908203 (2.2584485682574185) | > loss_disc_real_0: 0.07880571484565735 (0.07583373378623616) | > loss_disc_real_1: 0.2524901032447815 (0.2603385705839504) | > loss_disc_real_2: 0.25920426845550537 (0.23221193931319498) | > loss_disc_real_3: 0.2773120701313019 (0.25226326422257855) | > loss_disc_real_4: 0.2875199019908905 (0.21364894373850388) | > loss_disc_real_5: 0.318798691034317 (0.2331892577084628) | > loss_0: 2.3767566680908203 (2.2584485682574185) | > loss_gen: 2.7639541625976562 (2.5734717629172583) | > loss_kl: 1.4429688453674316 (1.4760208129882812) | > loss_feat: 6.223469257354736 (6.691513278267601) | > loss_mel: 22.55028533935547 (22.527414495294746) | > loss_duration: 2.427464485168457 (2.257918032732877) | > loss_1: 35.40814208984375 (35.52633840387518)  --> STEP: 12 | > loss_disc: 2.3440542221069336 (2.2655823727448783) | > loss_disc_real_0: 0.05160078778862953 (0.07381432161976893) | > loss_disc_real_1: 0.24950982630252838 (0.2594361752271652) | > loss_disc_real_2: 0.20900489389896393 (0.23027801886200905) | > loss_disc_real_3: 0.1793288141489029 (0.2461853933831056) | > loss_disc_real_4: 0.15355469286441803 (0.20864108949899673) | > loss_disc_real_5: 0.18137088418006897 (0.22887105991443) | > loss_0: 2.3440542221069336 (2.2655823727448783) | > loss_gen: 2.116530179977417 (2.5353932976722713) | > loss_kl: 1.446746587753296 (1.4735812942186992) | > loss_feat: 6.312126159667969 (6.659897685050964) | > loss_mel: 22.27621841430664 (22.506481488545734) | > loss_duration: 2.2041401863098145 (2.253436545530955) | > loss_1: 34.35576248168945 (35.4287904103597)  --> STEP: 13 | > loss_disc: 1.930290937423706 (2.2397907238740187) | > loss_disc_real_0: 0.03679792582988739 (0.07096690655900882) | > loss_disc_real_1: 0.34019866585731506 (0.2656486745064075) | > loss_disc_real_2: 0.20360487699508667 (0.22822623871839964) | > loss_disc_real_3: 0.20937934517860413 (0.24335415890583625) | > loss_disc_real_4: 0.15252864360809326 (0.20432474750738877) | > loss_disc_real_5: 0.18295980989933014 (0.22533942529788384) | > loss_0: 1.930290937423706 (2.2397907238740187) | > loss_gen: 2.9106285572052 (2.5642575484055734) | > loss_kl: 0.9719579219818115 (1.4349948809697077) | > loss_feat: 7.5296101570129395 (6.726798644432654) | > loss_mel: 21.85065269470215 (22.456033119788536) | > loss_duration: 2.11997652053833 (2.2431703897622914) | > loss_1: 35.3828239440918 (35.425254528339096)  --> STEP: 14 | > loss_disc: 1.8912495374679565 (2.2148949248450145) | > loss_disc_real_0: 0.13624083995819092 (0.07562933037323612) | > loss_disc_real_1: 0.2014327049255371 (0.26106181953634533) | > loss_disc_real_2: 0.24477645754814148 (0.22940839720623835) | > loss_disc_real_3: 0.22387169301509857 (0.241962554199355) | > loss_disc_real_4: 0.13730677962303162 (0.19953774980136327) | > loss_disc_real_5: 0.12479338049888611 (0.21815756495509828) | > loss_0: 1.8912495374679565 (2.2148949248450145) | > loss_gen: 2.7553367614746094 (2.5779060636247904) | > loss_kl: 1.598368763923645 (1.4466644440378462) | > loss_feat: 9.371541976928711 (6.9157088824680875) | > loss_mel: 24.28734588623047 (22.58684117453439) | > loss_duration: 2.3492093086242676 (2.2507445982524326) | > loss_1: 40.36180114746094 (35.77786500113351)  --> STEP: 15 | > loss_disc: 2.877898693084717 (2.2590951760609945) | > loss_disc_real_0: 0.1375907063484192 (0.07976008877158165) | > loss_disc_real_1: 0.4119541049003601 (0.2711213052272797) | > loss_disc_real_2: 0.35368427634239197 (0.23769345581531526) | > loss_disc_real_3: 0.3081163763999939 (0.24637280901273093) | > loss_disc_real_4: 0.3086667060852051 (0.2068130135536194) | > loss_disc_real_5: 0.3384173810482025 (0.2261748860279719) | > loss_0: 2.877898693084717 (2.2590951760609945) | > loss_gen: 2.4026362895965576 (2.566221412022908) | > loss_kl: 2.0212416648864746 (1.4849695920944215) | > loss_feat: 6.1634907722473145 (6.865561008453369) | > loss_mel: 18.239601135253906 (22.29702517191569) | > loss_duration: 2.267244577407837 (2.251844596862793) | > loss_1: 31.094213485717773 (35.46562156677246)  --> STEP: 16 | > loss_disc: 2.3386542797088623 (2.264067620038986) | > loss_disc_real_0: 0.039728570729494095 (0.07725811889395118) | > loss_disc_real_1: 0.16863632202148438 (0.26471599377691746) | > loss_disc_real_2: 0.1948995143175125 (0.23501883447170258) | > loss_disc_real_3: 0.16616156697273254 (0.24135960638523102) | > loss_disc_real_4: 0.1297985315322876 (0.20199960842728615) | > loss_disc_real_5: 0.14685121178627014 (0.22121715638786554) | > loss_0: 2.3386542797088623 (2.264067620038986) | > loss_gen: 1.942507266998291 (2.5272392779588695) | > loss_kl: 1.6486409902572632 (1.495199054479599) | > loss_feat: 7.080145835876465 (6.878972560167313) | > loss_mel: 23.80487060546875 (22.391265511512756) | > loss_duration: 2.3691630363464355 (2.2591769993305206) | > loss_1: 36.84532928466797 (35.55185329914093)  --> STEP: 17 | > loss_disc: 2.404163122177124 (2.2723085319294647) | > loss_disc_real_0: 0.06731849908828735 (0.07667343537597095) | > loss_disc_real_1: 0.24803578853607178 (0.2637348052333383) | > loss_disc_real_2: 0.30025771260261536 (0.23885641553822687) | > loss_disc_real_3: 0.2765868604183197 (0.2434317977989421) | > loss_disc_real_4: 0.23093026876449585 (0.20370141197653377) | > loss_disc_real_5: 0.18905678391456604 (0.2193253697717891) | > loss_0: 2.404163122177124 (2.2723085319294647) | > loss_gen: 2.4157938957214355 (2.5206836672390205) | > loss_kl: 1.1534972190856934 (1.4750989465152515) | > loss_feat: 5.925992965698242 (6.82291493696325) | > loss_mel: 20.465354919433594 (22.277976653155157) | > loss_duration: 2.337085247039795 (2.263759837431066) | > loss_1: 32.297725677490234 (35.360434027279126)  --> STEP: 18 | > loss_disc: 2.5515828132629395 (2.2878237697813244) | > loss_disc_real_0: 0.05465871840715408 (0.07545039554437001) | > loss_disc_real_1: 0.26040521264076233 (0.2635498278670841) | > loss_disc_real_2: 0.2181515097618103 (0.2377061429950926) | > loss_disc_real_3: 0.2420232892036438 (0.24335354732142556) | > loss_disc_real_4: 0.2461409866809845 (0.20605916612678105) | > loss_disc_real_5: 0.20633572340011597 (0.2186037227511406) | > loss_0: 2.5515828132629395 (2.2878237697813244) | > loss_gen: 1.9711170196533203 (2.4901521868175926) | > loss_kl: 1.7120729684829712 (1.4882641699579027) | > loss_feat: 5.897828102111816 (6.771521223915948) | > loss_mel: 21.50077247619629 (22.234798643324112) | > loss_duration: 2.1821625232696533 (2.2592266533109875) | > loss_1: 33.263954162597656 (35.24396292368571)  --> STEP: 19 | > loss_disc: 2.472965955734253 (2.2975680953577946) | > loss_disc_real_0: 0.11511446535587311 (0.07753797816602807) | > loss_disc_real_1: 0.3833519518375397 (0.26985520281289754) | > loss_disc_real_2: 0.3425363302230835 (0.24322352127025001) | > loss_disc_real_3: 0.28121551871299744 (0.24534628265782407) | > loss_disc_real_4: 0.22408150136470795 (0.20700771008667193) | > loss_disc_real_5: 0.24875879287719727 (0.22019083170514359) | > loss_0: 2.472965955734253 (2.2975680953577946) | > loss_gen: 2.8825736045837402 (2.5108059456473897) | > loss_kl: 1.5333878993988037 (1.4906391030863713) | > loss_feat: 8.151932716369629 (6.844174460360878) | > loss_mel: 21.182727813720703 (22.179426494397614) | > loss_duration: 2.3351550102233887 (2.2632228826221668) | > loss_1: 36.085777282714844 (35.28826894258198)  --> STEP: 20 | > loss_disc: 1.8192837238311768 (2.273653876781464) | > loss_disc_real_0: 0.05028674751520157 (0.07617541663348674) | > loss_disc_real_1: 0.23447532951831818 (0.26808620914816855) | > loss_disc_real_2: 0.16546306014060974 (0.239335498213768) | > loss_disc_real_3: 0.21347729861736298 (0.243752833455801) | > loss_disc_real_4: 0.15579351782798767 (0.2044470004737377) | > loss_disc_real_5: 0.1397089660167694 (0.21616673842072487) | > loss_0: 1.8192837238311768 (2.273653876781464) | > loss_gen: 2.7779929637908936 (2.524165296554565) | > loss_kl: 1.31757390499115 (1.4819858431816102) | > loss_feat: 7.430487632751465 (6.873490118980408) | > loss_mel: 21.34070587158203 (22.137490463256835) | > loss_duration: 2.333908796310425 (2.2667571783065794) | > loss_1: 35.20066833496094 (35.28388891220093)  --> STEP: 21 | > loss_disc: 2.728353261947632 (2.295306228456043) | > loss_disc_real_0: 0.08423031866550446 (0.07655898339691616) | > loss_disc_real_1: 0.3056354224681854 (0.26987426692531225) | > loss_disc_real_2: 0.3252630829811096 (0.24342728796459379) | > loss_disc_real_3: 0.28650137782096863 (0.2457884784255709) | > loss_disc_real_4: 0.21190088987350464 (0.20480194758801235) | > loss_disc_real_5: 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(1.5077203512191772) | > loss_feat: 6.716938018798828 (6.789004781029441) | > loss_mel: 21.36008644104004 (21.892989765514027) | > loss_duration: 2.1683692932128906 (2.2589304880662393) | > loss_1: 34.84830093383789 (34.972152796658605)  --> STEP: 23 | > loss_disc: 2.000436305999756 (2.2829908184383227) | > loss_disc_real_0: 0.08823373913764954 (0.07668768549742906) | > loss_disc_real_1: 0.2760612666606903 (0.2714961255374162) | > loss_disc_real_2: 0.18274928629398346 (0.2405114549657573) | > loss_disc_real_3: 0.3038826286792755 (0.2490408725064734) | > loss_disc_real_4: 0.20687472820281982 (0.20595812408820444) | > loss_disc_real_5: 0.1958876997232437 (0.21703385075797205) | > loss_0: 2.000436305999756 (2.2829908184383227) | > loss_gen: 3.0511436462402344 (2.5464481063511055) | > loss_kl: 1.62214195728302 (1.5126952036567356) | > loss_feat: 7.872730255126953 (6.836123279903246) | > loss_mel: 20.55910301208496 (21.83499468927798) | > loss_duration: 2.3371291160583496 (2.2623304284137222) | > loss_1: 35.44224548339844 (34.992591609125554)  --> STEP: 24 | > loss_disc: 1.9865937232971191 (2.270640939474106) | > loss_disc_real_0: 0.04147403687238693 (0.0752204501380523) | > loss_disc_real_1: 0.232805073261261 (0.2698839983592431) | > loss_disc_real_2: 0.23113708198070526 (0.24012085609138012) | > loss_disc_real_3: 0.2373279333114624 (0.2485528333733479) | > loss_disc_real_4: 0.224880188703537 (0.2067465434471766) | > loss_disc_real_5: 0.21389701962471008 (0.21690314946075281) | > loss_0: 1.9865937232971191 (2.270640939474106) | > loss_gen: 2.888343334197998 (2.560693740844726) | > loss_kl: 1.219556450843811 (1.500481088956197) | > loss_feat: 8.74032211303711 (6.91546489795049) | > loss_mel: 21.036039352416992 (21.80170488357544) | > loss_duration: 2.425145149230957 (2.2691143751144405) | > loss_1: 36.30940628051758 (35.04745888710022)  --> STEP: 25 | > loss_disc: 2.5464446544647217 (2.2816730880737306) | > loss_disc_real_0: 0.08759962022304535 (0.07571561694145203) | > loss_disc_real_1: 0.28529632091522217 (0.27050049126148223) | > loss_disc_real_2: 0.33142441511154175 (0.24377299845218658) | > loss_disc_real_3: 0.24484306573867798 (0.24840444266796113) | > loss_disc_real_4: 0.25310957431793213 (0.20860106468200684) | > loss_disc_real_5: 0.2576311230659485 (0.21853226840496062) | > loss_0: 2.5464446544647217 (2.2816730880737306) | > loss_gen: 2.4155452251434326 (2.554887800216674) | > loss_kl: 1.6849114894866943 (1.507858304977417) | > loss_feat: 6.339862823486328 (6.892440814971923) | > loss_mel: 16.987228393554688 (21.60912582397461) | > loss_duration: 2.361074686050415 (2.272792787551879) | > loss_1: 29.78862190246582 (34.837105407714844)  --> STEP: 26 | > loss_disc: 2.4629008769989014 (2.2886433876477756) | > loss_disc_real_0: 0.06752483546733856 (0.07540058688475536) | > loss_disc_real_1: 0.35485023260116577 (0.27374471208223927) | > loss_disc_real_2: 0.3569374084472656 (0.24812547575968963) | > loss_disc_real_3: 0.2658747136592865 (0.24907637616762748) | > loss_disc_real_4: 0.2046816647052765 (0.20845031852905566) | > loss_disc_real_5: 0.2196650356054306 (0.21857583637420946) | > loss_0: 2.4629008769989014 (2.2886433876477756) | > loss_gen: 2.468993902206421 (2.5515841887547412) | > loss_kl: 1.5612189769744873 (1.509910638515766) | > loss_feat: 7.224431037902832 (6.905209669700036) | > loss_mel: 14.492616653442383 (21.335413932800293) | > loss_duration: 2.3148374557495117 (2.2744098901748653) | > loss_1: 28.06209945678711 (34.57652825575609) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023531088462242712 (+0.0001403551835280196) | > avg_loss_disc: 2.2886433876477756 (-0.13178178897270776) | > avg_loss_disc_real_0: 0.07540058688475536 (-0.056511279482107865) | > avg_loss_disc_real_1: 0.27374471208223927 (-0.000716068423711469) | > avg_loss_disc_real_2: 0.24812547575968963 (-0.0791864945338322) | > avg_loss_disc_real_3: 0.24907637616762748 (-0.09036029703341988) | > avg_loss_disc_real_4: 0.20845031852905566 (-0.09029300740131957) | > avg_loss_disc_real_5: 0.21857583637420946 (-0.09499642367546374) | > avg_loss_0: 2.2886433876477756 (-0.13178178897270776) | > avg_loss_gen: 2.5515841887547412 (-0.6440092141811671) | > avg_loss_kl: 1.509910638515766 (-0.04387321609717176) | > avg_loss_feat: 6.905209669700036 (-0.1394912462968092) | > avg_loss_mel: 21.335413932800293 (+0.004350148714511448) | > avg_loss_duration: 2.2744098901748653 (-0.0035953246630158198) | > avg_loss_1: 34.57652825575609 (-0.8266188548161466)  > EPOCH: 30/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:16:43)   --> TIME: 2024-06-10 16:16:52 -- STEP: 24/330 -- GLOBAL_STEP: 97925 | > loss_disc: 2.225372791290283 (2.2683820227781935) | > loss_disc_real_0: 0.08575322479009628 (0.12387021910399199) | > loss_disc_real_1: 0.2045409381389618 (0.2070251666009426) | > loss_disc_real_2: 0.21890848875045776 (0.21901886475582918) | > loss_disc_real_3: 0.2325466126203537 (0.21653994110723337) | > loss_disc_real_4: 0.2188190370798111 (0.2042214504132668) | > loss_disc_real_5: 0.20812790095806122 (0.21559716140230498) | > loss_0: 2.225372791290283 (2.2683820227781935) | > grad_norm_0: tensor(7.1208, device='cuda:0') (tensor(21.8459, device='cuda:0')) | > loss_gen: 2.5235579013824463 (2.630314081907273) | > loss_kl: 1.4750192165374756 (1.449264645576477) | > loss_feat: 6.692518711090088 (6.7760594089825945) | > loss_mel: 20.824674606323242 (21.263052860895794) | > loss_duration: 2.1312668323516846 (2.2354354262351994) | > loss_1: 33.647037506103516 (34.354126612345375) | > grad_norm_1: tensor(47.6981, device='cuda:0') (tensor(105.0233, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3332 (0.328587532043457) | > loader_time: 0.0029 (0.0028754770755767822)  --> TIME: 2024-06-10 16:17:00 -- STEP: 49/330 -- GLOBAL_STEP: 97950 | > loss_disc: 2.078857421875 (2.2524480722388436) | > loss_disc_real_0: 0.058552976697683334 (0.12346580373693486) | > loss_disc_real_1: 0.1281890571117401 (0.21008769164280017) | > loss_disc_real_2: 0.17699627578258514 (0.21675102351879588) | > loss_disc_real_3: 0.17459209263324738 (0.2171234771305201) | > loss_disc_real_4: 0.1711546629667282 (0.2105909239272682) | > loss_disc_real_5: 0.2065720111131668 (0.21290822631242323) | > loss_0: 2.078857421875 (2.2524480722388436) | > grad_norm_0: tensor(17.3033, device='cuda:0') (tensor(23.1403, device='cuda:0')) | > loss_gen: 2.706181764602661 (2.6593947848495176) | > loss_kl: 1.4097747802734375 (1.4595245147237972) | > loss_feat: 7.543330192565918 (6.924710916013134) | > loss_mel: 21.66147232055664 (21.248357461423282) | > loss_duration: 2.055591106414795 (2.1711527084817694) | > loss_1: 35.37635040283203 (34.4631406822983) | > grad_norm_1: tensor(288.7820, device='cuda:0') (tensor(178.1381, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3366 (0.33427630638589667) | > loader_time: 0.0031 (0.003005470548357283)  --> TIME: 2024-06-10 16:17:09 -- STEP: 74/330 -- GLOBAL_STEP: 97975 | > loss_disc: 2.261953830718994 (2.237668182398822) | > loss_disc_real_0: 0.14541180431842804 (0.1202411986887455) | > loss_disc_real_1: 0.22332505881786346 (0.20999480763802658) | > loss_disc_real_2: 0.2125391960144043 (0.21532096613097834) | > loss_disc_real_3: 0.21544629335403442 (0.21614327744857684) | > loss_disc_real_4: 0.1688467115163803 (0.20683973544352763) | > loss_disc_real_5: 0.1913364827632904 (0.21085461027718877) | > loss_0: 2.261953830718994 (2.237668182398822) | > grad_norm_0: tensor(38.0305, device='cuda:0') (tensor(22.1065, device='cuda:0')) | > loss_gen: 2.7077646255493164 (2.6844026140264567) | > loss_kl: 1.4533641338348389 (1.461974076322607) | > loss_feat: 7.302796363830566 (7.0625041433282805) | > loss_mel: 22.083526611328125 (21.247289399842952) | > loss_duration: 2.0229973793029785 (2.1461133892471733) | > loss_1: 35.57044982910156 (34.60228373553301) | > grad_norm_1: tensor(235.6808, device='cuda:0') (tensor(177.5855, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3463 (0.33675149646965236) | > loader_time: 0.0033 (0.0031156636573172907)  --> TIME: 2024-06-10 16:17:18 -- STEP: 99/330 -- GLOBAL_STEP: 98000 | > loss_disc: 2.2193379402160645 (2.2168462685864383) | > loss_disc_real_0: 0.13711397349834442 (0.11759283815068428) | > loss_disc_real_1: 0.19965071976184845 (0.2108973427252336) | > loss_disc_real_2: 0.20049773156642914 (0.21239316177488576) | > loss_disc_real_3: 0.23308871686458588 (0.21419379039846284) | > loss_disc_real_4: 0.22818198800086975 (0.20455481563553665) | > loss_disc_real_5: 0.22286540269851685 (0.20741859906249577) | > loss_0: 2.2193379402160645 (2.2168462685864383) | > grad_norm_0: tensor(43.9236, device='cuda:0') (tensor(20.2801, device='cuda:0')) | > loss_gen: 2.8932788372039795 (2.7085330606711033) | > loss_kl: 1.432839035987854 (1.4428504657263708) | > loss_feat: 7.148868083953857 (7.176831842672946) | > loss_mel: 21.360807418823242 (21.201377213603315) | > loss_duration: 2.119208574295044 (2.1363973015486586) | > loss_1: 34.95500183105469 (34.66598992395882) | > grad_norm_1: tensor(228.2495, device='cuda:0') (tensor(175.4773, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3727 (0.3458661238352459) | > loader_time: 0.0045 (0.003206204886388298) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_98000.pth  --> TIME: 2024-06-10 16:17:32 -- STEP: 124/330 -- GLOBAL_STEP: 98025 | > loss_disc: 2.0858659744262695 (2.209992904816903) | > loss_disc_real_0: 0.10738372057676315 (0.11798868845066716) | > loss_disc_real_1: 0.13723167777061462 (0.20954053031821404) | > loss_disc_real_2: 0.22186197340488434 (0.21435352835443713) | > loss_disc_real_3: 0.20095905661582947 (0.21563168002232427) | > loss_disc_real_4: 0.20748117566108704 (0.2044354426043649) | > loss_disc_real_5: 0.23307748138904572 (0.205828498448095) | > loss_0: 2.0858659744262695 (2.209992904816903) | > grad_norm_0: tensor(10.0514, device='cuda:0') (tensor(19.2074, device='cuda:0')) | > loss_gen: 2.888092041015625 (2.7157041257427585) | > loss_kl: 1.5087721347808838 (1.4365595531079076) | > loss_feat: 7.906259059906006 (7.223517444825942) | > loss_mel: 22.04551887512207 (21.21942110984556) | > loss_duration: 2.120603084564209 (2.134015402486247) | > loss_1: 36.469242095947266 (34.72921752929686) | > grad_norm_1: tensor(52.1988, device='cuda:0') (tensor(174.8987, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3578 (0.3514238403689478) | > loader_time: 0.0041 (0.003320103691470239)  --> TIME: 2024-06-10 16:17:42 -- STEP: 149/330 -- GLOBAL_STEP: 98050 | > loss_disc: 2.179802656173706 (2.208694030774519) | > loss_disc_real_0: 0.1037352979183197 (0.11741264124444667) | > loss_disc_real_1: 0.2080952525138855 (0.20832187917408526) | > loss_disc_real_2: 0.1405125856399536 (0.2142093782656945) | > loss_disc_real_3: 0.19056996703147888 (0.21562904299505606) | > loss_disc_real_4: 0.19262537360191345 (0.20508273345912062) | > loss_disc_real_5: 0.17996911704540253 (0.20626126929817584) | > loss_0: 2.179802656173706 (2.208694030774519) | > grad_norm_0: tensor(8.3856, device='cuda:0') (tensor(18.2147, device='cuda:0')) | > loss_gen: 2.5780813694000244 (2.7099918183064307) | > loss_kl: 1.5090841054916382 (1.4380464217806823) | > loss_feat: 7.408341884613037 (7.230238069623908) | > loss_mel: 21.873096466064453 (21.229012406112357) | > loss_duration: 2.1202220916748047 (2.1335625216464877) | > loss_1: 35.48883056640625 (34.740851203867244) | > grad_norm_1: tensor(92.2588, device='cuda:0') (tensor(173.0118, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3662 (0.3541883974267333) | > loader_time: 0.0044 (0.003445510096197961)  --> TIME: 2024-06-10 16:17:51 -- STEP: 174/330 -- GLOBAL_STEP: 98075 | > loss_disc: 2.3711655139923096 (2.205138037259551) | > loss_disc_real_0: 0.13121476769447327 (0.1179803164740061) | > loss_disc_real_1: 0.19071221351623535 (0.20829132661737246) | > loss_disc_real_2: 0.195643812417984 (0.21357643390181422) | > loss_disc_real_3: 0.2707460820674896 (0.21578103757795247) | > loss_disc_real_4: 0.25757142901420593 (0.2060023113742642) | > loss_disc_real_5: 0.26308467984199524 (0.2063652406307472) | > loss_0: 2.3711655139923096 (2.205138037259551) | > grad_norm_0: tensor(13.9413, device='cuda:0') (tensor(17.7301, device='cuda:0')) | > loss_gen: 2.479745388031006 (2.7083506214207618) | > loss_kl: 1.60297429561615 (1.4382435193007017) | > loss_feat: 6.3370184898376465 (7.235742267520949) | > loss_mel: 20.734670639038086 (21.222399404679212) | > loss_duration: 2.222848415374756 (2.135990725166496) | > loss_1: 33.37725830078125 (34.74072647094726) | > grad_norm_1: tensor(98.9476, device='cuda:0') (tensor(177.7081, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3834 (0.3568961072242123) | > loader_time: 0.0042 (0.003581603368123373)  --> TIME: 2024-06-10 16:18:01 -- STEP: 199/330 -- GLOBAL_STEP: 98100 | > loss_disc: 2.3255109786987305 (2.199339288562984) | > loss_disc_real_0: 0.10877498984336853 (0.1173271537014288) | > loss_disc_real_1: 0.21147175133228302 (0.20744080744197022) | > loss_disc_real_2: 0.30104154348373413 (0.2129994845719793) | > loss_disc_real_3: 0.22345320880413055 (0.2150591798313898) | > loss_disc_real_4: 0.20536433160305023 (0.20524082007120603) | > loss_disc_real_5: 0.20790009200572968 (0.20644602494024147) | > loss_0: 2.3255109786987305 (2.199339288562984) | > grad_norm_0: tensor(21.0452, device='cuda:0') (tensor(17.7154, device='cuda:0')) | > loss_gen: 2.622389078140259 (2.715228081947594) | > loss_kl: 1.3979156017303467 (1.442215772729423) | > loss_feat: 7.398813724517822 (7.265041758666685) | > loss_mel: 21.964210510253906 (21.186297833619996) | > loss_duration: 2.2468907833099365 (2.14158962599596) | > loss_1: 35.63022232055664 (34.75037309272804) | > grad_norm_1: tensor(316.5467, device='cuda:0') (tensor(191.9560, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3897 (0.36086693241368584) | > loader_time: 0.0052 (0.003727902120082223)  --> TIME: 2024-06-10 16:18:11 -- STEP: 224/330 -- GLOBAL_STEP: 98125 | > loss_disc: 2.061558246612549 (2.1907346621155717) | > loss_disc_real_0: 0.1846214383840561 (0.11637792874327195) | > loss_disc_real_1: 0.22734448313713074 (0.20652817948056118) | > loss_disc_real_2: 0.16878150403499603 (0.21231018033410823) | > loss_disc_real_3: 0.21787069737911224 (0.21503561522279466) | > loss_disc_real_4: 0.16432632505893707 (0.20420747782502854) | > loss_disc_real_5: 0.20184551179409027 (0.20560591714456675) | > loss_0: 2.061558246612549 (2.1907346621155717) | > grad_norm_0: tensor(36.3137, device='cuda:0') (tensor(18.0064, device='cuda:0')) | > loss_gen: 3.0579423904418945 (2.7299244265471176) | > loss_kl: 1.3445489406585693 (1.4399633705615995) | > loss_feat: 8.265296936035156 (7.327395607318197) | > loss_mel: 21.718494415283203 (21.189667710236133) | > loss_duration: 2.246859550476074 (2.146541387907094) | > loss_1: 36.63314437866211 (34.83349253450121) | > grad_norm_1: tensor(108.1506, device='cuda:0') (tensor(198.5621, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.3993 (0.36517647547381266) | > loader_time: 0.0051 (0.003871653761182513)  --> TIME: 2024-06-10 16:18:22 -- STEP: 249/330 -- GLOBAL_STEP: 98150 | > loss_disc: 2.309178590774536 (2.195711078413995) | > loss_disc_real_0: 0.131021648645401 (0.11592775788232984) | > loss_disc_real_1: 0.2043597400188446 (0.20705914263983807) | > loss_disc_real_2: 0.23296357691287994 (0.21370782837810287) | > loss_disc_real_3: 0.23984970152378082 (0.2146712839603424) | > loss_disc_real_4: 0.21492324769496918 (0.2044172835756976) | > loss_disc_real_5: 0.19700199365615845 (0.20569186858144628) | > loss_0: 2.309178590774536 (2.195711078413995) | > grad_norm_0: tensor(32.9100, device='cuda:0') (tensor(18.1964, device='cuda:0')) | > loss_gen: 2.5481460094451904 (2.7284659496751646) | > loss_kl: 1.384269118309021 (1.4369191840949305) | > loss_feat: 6.991944789886475 (7.329578914795535) | > loss_mel: 20.306201934814453 (21.17572952178587) | > loss_duration: 2.1998329162597656 (2.1529091314139586) | > loss_1: 33.43039321899414 (34.823602684051636) | > grad_norm_1: tensor(359.8629, device='cuda:0') (tensor(208.3183, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.4181 (0.3701412601164546) | > loader_time: 0.0053 (0.004028348080125679)  --> TIME: 2024-06-10 16:18:33 -- STEP: 274/330 -- GLOBAL_STEP: 98175 | > loss_disc: 2.1718692779541016 (2.1911229800133776) | > loss_disc_real_0: 0.09553088992834091 (0.11657576949546372) | > loss_disc_real_1: 0.18463554978370667 (0.207402279886016) | > loss_disc_real_2: 0.17348718643188477 (0.21294848892810575) | > loss_disc_real_3: 0.1735696792602539 (0.21413753823424772) | > loss_disc_real_4: 0.16470924019813538 (0.20393721607044665) | > loss_disc_real_5: 0.1610221415758133 (0.20467758505013733) | > loss_0: 2.1718692779541016 (2.1911229800133776) | > grad_norm_0: tensor(24.2087, device='cuda:0') (tensor(18.3161, device='cuda:0')) | > loss_gen: 2.6194770336151123 (2.734656322611509) | > loss_kl: 1.3758834600448608 (1.4348320169170403) | > loss_feat: 8.034273147583008 (7.371887356695468) | > loss_mel: 19.312660217285156 (21.138672612879393) | > loss_duration: 2.2208852767944336 (2.1594645559352657) | > loss_1: 33.56317901611328 (34.83951280412883) | > grad_norm_1: tensor(463.3597, device='cuda:0') (tensor(212.5154, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.4294 (0.3751524591097867) | > loader_time: 0.0065 (0.004201096339817465)  --> TIME: 2024-06-10 16:18:44 -- STEP: 299/330 -- GLOBAL_STEP: 98200 | > loss_disc: 2.103496551513672 (2.193904359205109) | > loss_disc_real_0: 0.13540995121002197 (0.11674138735419133) | > loss_disc_real_1: 0.22689491510391235 (0.20734685734163558) | > loss_disc_real_2: 0.16724750399589539 (0.21310283632382115) | > loss_disc_real_3: 0.23869208991527557 (0.2146901055721933) | > loss_disc_real_4: 0.2400166243314743 (0.20393051944648147) | > loss_disc_real_5: 0.20828478038311005 (0.20442704567343095) | > loss_0: 2.103496551513672 (2.193904359205109) | > grad_norm_0: tensor(10.7098, device='cuda:0') (tensor(18.8964, device='cuda:0')) | > loss_gen: 2.610813617706299 (2.7289131421309265) | > loss_kl: 1.485723614692688 (1.4396289144471333) | > loss_feat: 6.9988789558410645 (7.371647973523092) | > loss_mel: 21.225740432739258 (21.103710168181454) | > loss_duration: 2.3145594596862793 (2.168005281467499) | > loss_1: 34.63571548461914 (34.81190544307032) | > grad_norm_1: tensor(85.8196, device='cuda:0') (tensor(216.7549, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.4761 (0.38152738319192847) | > loader_time: 0.0068 (0.004401517950970195)  --> TIME: 2024-06-10 16:18:58 -- STEP: 324/330 -- GLOBAL_STEP: 98225 | > loss_disc: 2.2937498092651367 (2.1926565096702064) | > loss_disc_real_0: 0.16443727910518646 (0.11627564527508286) | > loss_disc_real_1: 0.24573096632957458 (0.20716165355694147) | > loss_disc_real_2: 0.24539516866207123 (0.21238691966842732) | > loss_disc_real_3: 0.24712154269218445 (0.21450949943176018) | > loss_disc_real_4: 0.1823708564043045 (0.20389675606548058) | > loss_disc_real_5: 0.19211886823177338 (0.20498746224207642) | > loss_0: 2.2937498092651367 (2.1926565096702064) | > grad_norm_0: tensor(37.1521, device='cuda:0') (tensor(18.8167, device='cuda:0')) | > loss_gen: 2.529491662979126 (2.7313072468027686) | > loss_kl: 1.656761646270752 (1.445321546292599) | > loss_feat: 9.732422828674316 (7.4642036682293735) | > loss_mel: 20.828472137451172 (21.066753752437634) | > loss_duration: 2.3696322441101074 (2.180899062274413) | > loss_1: 37.116783142089844 (34.88848524917792) | > grad_norm_1: tensor(408.2706, device='cuda:0') (tensor(221.8372, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.5842 (0.39278911072530837) | > loader_time: 0.0088 (0.004637683615272433)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4773309230804443 (2.4773309230804443) | > loss_disc_real_0: 0.1660505086183548 (0.1660505086183548) | > loss_disc_real_1: 0.27666929364204407 (0.27666929364204407) | > loss_disc_real_2: 0.2951355576515198 (0.2951355576515198) | > loss_disc_real_3: 0.37037086486816406 (0.37037086486816406) | > loss_disc_real_4: 0.22716985642910004 (0.22716985642910004) | > loss_disc_real_5: 0.2392675131559372 (0.2392675131559372) | > loss_0: 2.4773309230804443 (2.4773309230804443) | > loss_gen: 3.009265184402466 (3.009265184402466) | > loss_kl: 1.08980393409729 (1.08980393409729) | > loss_feat: 5.281654357910156 (5.281654357910156) | > loss_mel: 19.86174964904785 (19.86174964904785) | > loss_duration: 2.7627885341644287 (2.7627885341644287) | > loss_1: 32.0052604675293 (32.0052604675293)  --> STEP: 1 | > loss_disc: 2.060493230819702 (2.060493230819702) | > loss_disc_real_0: 0.1474715769290924 (0.1474715769290924) | > loss_disc_real_1: 0.22475090622901917 (0.22475090622901917) | > loss_disc_real_2: 0.25919046998023987 (0.25919046998023987) | > loss_disc_real_3: 0.23423610627651215 (0.23423610627651215) | > loss_disc_real_4: 0.20774154365062714 (0.20774154365062714) | > loss_disc_real_5: 0.16978491842746735 (0.16978491842746735) | > loss_0: 2.060493230819702 (2.060493230819702) | > loss_gen: 3.0450539588928223 (3.0450539588928223) | > loss_kl: 1.6767750978469849 (1.6767750978469849) | > loss_feat: 6.744606018066406 (6.744606018066406) | > loss_mel: 20.242755889892578 (20.242755889892578) | > loss_duration: 2.3650765419006348 (2.3650765419006348) | > loss_1: 34.07426834106445 (34.07426834106445)  --> STEP: 2 | > loss_disc: 2.3640785217285156 (2.212285876274109) | > loss_disc_real_0: 0.2623641788959503 (0.20491787791252136) | > loss_disc_real_1: 0.21715103089809418 (0.22095096856355667) | > loss_disc_real_2: 0.40801823139190674 (0.3336043506860733) | > loss_disc_real_3: 0.30917888879776 (0.2717074975371361) | > loss_disc_real_4: 0.2712153196334839 (0.2394784316420555) | > loss_disc_real_5: 0.29022926092147827 (0.2300070896744728) | > loss_0: 2.3640785217285156 (2.212285876274109) | > loss_gen: 3.6564865112304688 (3.3507702350616455) | > loss_kl: 1.2239046096801758 (1.4503398537635803) | > loss_feat: 6.886378765106201 (6.815492391586304) | > loss_mel: 21.052812576293945 (20.64778423309326) | > loss_duration: 2.3770244121551514 (2.371050477027893) | > loss_1: 35.19660568237305 (34.63543701171875)  --> STEP: 3 | > loss_disc: 2.478797674179077 (2.3011231422424316) | > loss_disc_real_0: 0.1546752154827118 (0.1881703237692515) | > loss_disc_real_1: 0.22196564078330994 (0.22128919263680777) | > loss_disc_real_2: 0.2776472270488739 (0.31495197614034015) | > loss_disc_real_3: 0.2557814419269562 (0.2663988123337428) | > loss_disc_real_4: 0.2062901109457016 (0.22841565807660422) | > loss_disc_real_5: 0.20297491550445557 (0.22099636495113373) | > loss_0: 2.478797674179077 (2.3011231422424316) | > loss_gen: 2.425382137298584 (3.0423075358072915) | > loss_kl: 1.5708173513412476 (1.4904990196228027) | > loss_feat: 6.129260063171387 (6.586748282114665) | > loss_mel: 21.029626846313477 (20.775065104166668) | > loss_duration: 2.1150529384613037 (2.2857179641723633) | > loss_1: 33.270137786865234 (34.180337270100914)  --> STEP: 4 | > loss_disc: 2.306913137435913 (2.302570641040802) | > loss_disc_real_0: 0.18443703651428223 (0.18723700195550919) | > loss_disc_real_1: 0.22972090542316437 (0.2233971208333969) | > loss_disc_real_2: 0.34541428089141846 (0.32256755232810974) | > loss_disc_real_3: 0.3097422122955322 (0.27723466232419014) | > loss_disc_real_4: 0.230723574757576 (0.22899263724684715) | > loss_disc_real_5: 0.23427747189998627 (0.22431664168834686) | > loss_0: 2.306913137435913 (2.302570641040802) | > loss_gen: 3.1859164237976074 (3.0782097578048706) | > loss_kl: 1.2265870571136475 (1.424521028995514) | > loss_feat: 7.209062576293945 (6.742326855659485) | > loss_mel: 21.58765411376953 (20.978212356567383) | > loss_duration: 2.2561354637145996 (2.2783223390579224) | > loss_1: 35.465354919433594 (34.50159168243408)  --> STEP: 5 | > loss_disc: 2.2438669204711914 (2.29082989692688) | > loss_disc_real_0: 0.1836547553539276 (0.18652055263519288) | > loss_disc_real_1: 0.35087233781814575 (0.24889216423034669) | > loss_disc_real_2: 0.32754042744636536 (0.3235621273517609) | > loss_disc_real_3: 0.3033287823200226 (0.28245348632335665) | > loss_disc_real_4: 0.19409066438674927 (0.22201224267482758) | > loss_disc_real_5: 0.24317263066768646 (0.2280878394842148) | > loss_0: 2.2438669204711914 (2.29082989692688) | > loss_gen: 3.2105016708374023 (3.104668140411377) | > loss_kl: 1.8012720346450806 (1.4998712301254273) | > loss_feat: 6.466578006744385 (6.687177085876465) | > loss_mel: 21.060901641845703 (20.994750213623046) | > loss_duration: 2.2774577140808105 (2.2781494140625) | > loss_1: 34.81671142578125 (34.564615631103514)  --> STEP: 6 | > loss_disc: 2.378687858581543 (2.3054728905359902) | > loss_disc_real_0: 0.14008332788944244 (0.1787810151775678) | > loss_disc_real_1: 0.23755815625190735 (0.24700316290060678) | > loss_disc_real_2: 0.33626630902290344 (0.325679490963618) | > loss_disc_real_3: 0.31122925877571106 (0.28724944839874905) | > loss_disc_real_4: 0.2853393256664276 (0.23256675650676092) | > loss_disc_real_5: 0.2967638075351715 (0.23953383415937424) | > loss_0: 2.378687858581543 (2.3054728905359902) | > loss_gen: 3.0636703968048096 (3.0978351831436157) | > loss_kl: 1.5814037322998047 (1.5134599804878235) | > loss_feat: 5.261559963226318 (6.44957423210144) | > loss_mel: 21.84244728088379 (21.136033058166504) | > loss_duration: 2.109443187713623 (2.2500317096710205) | > loss_1: 33.858524322509766 (34.44693374633789)  --> STEP: 7 | > loss_disc: 2.294304370880127 (2.30387738772801) | > loss_disc_real_0: 0.10888172686100006 (0.16879540256091527) | > loss_disc_real_1: 0.2391514629125595 (0.24588149147374289) | > loss_disc_real_2: 0.23464417457580566 (0.3126744457653591) | > loss_disc_real_3: 0.29969897866249084 (0.2890279527221407) | > loss_disc_real_4: 0.30354008078575134 (0.24270580283233098) | > loss_disc_real_5: 0.31158000230789185 (0.24982614389487676) | > loss_0: 2.294304370880127 (2.30387738772801) | > loss_gen: 2.9856035709381104 (3.081802095685686) | > loss_kl: 1.9014164209365845 (1.5688823291233607) | > loss_feat: 6.788242816925049 (6.497955458504813) | > loss_mel: 23.361576080322266 (21.453967775617325) | > loss_duration: 2.3631186485290527 (2.2661869866507396) | > loss_1: 37.39995574951172 (34.86879403250558)  --> STEP: 8 | > loss_disc: 2.032740354537964 (2.269985258579254) | > loss_disc_real_0: 0.09399096667766571 (0.15944484807550907) | > loss_disc_real_1: 0.22763405740261078 (0.24360056221485138) | > loss_disc_real_2: 0.21446602046489716 (0.3003983926028013) | > loss_disc_real_3: 0.24243474006652832 (0.28320380114018917) | > loss_disc_real_4: 0.16718703508377075 (0.23326595686376095) | > loss_disc_real_5: 0.17273524403572083 (0.24018978141248226) | > loss_0: 2.032740354537964 (2.269985258579254) | > loss_gen: 2.8797082901000977 (3.056540369987488) | > loss_kl: 2.1253910064697266 (1.6384459137916565) | > loss_feat: 7.901718616485596 (6.673425853252411) | > loss_mel: 24.58961296081543 (21.84592342376709) | > loss_duration: 2.1471004486083984 (2.2513011693954468) | > loss_1: 39.643531799316406 (35.465636253356934)  --> STEP: 9 | > loss_disc: 2.4105982780456543 (2.285608927408854) | > loss_disc_real_0: 0.1909436136484146 (0.16294471091694301) | > loss_disc_real_1: 0.289059579372406 (0.24865156412124634) | > loss_disc_real_2: 0.2871985137462616 (0.2989317393965191) | > loss_disc_real_3: 0.3151133954524994 (0.28674931161933476) | > loss_disc_real_4: 0.27346402406692505 (0.2377324087752236) | > loss_disc_real_5: 0.29304084181785583 (0.24606212145752376) | > loss_0: 2.4105982780456543 (2.285608927408854) | > loss_gen: 3.16972279548645 (3.069116195042928) | > loss_kl: 1.5721017122268677 (1.6310743358400133) | > loss_feat: 6.800854206085205 (6.687584559122722) | > loss_mel: 21.144691467285156 (21.768008761935764) | > loss_duration: 2.071843147277832 (2.2313613891601562) | > loss_1: 34.759212493896484 (35.38714472452799)  --> STEP: 10 | > loss_disc: 2.395113945007324 (2.2965594291687013) | > loss_disc_real_0: 0.23448683321475983 (0.1700989231467247) | > loss_disc_real_1: 0.3333245813846588 (0.2571188658475876) | > loss_disc_real_2: 0.2537267804145813 (0.29441124349832537) | > loss_disc_real_3: 0.3711661100387573 (0.29519099146127703) | > loss_disc_real_4: 0.1946142315864563 (0.23342059105634688) | > loss_disc_real_5: 0.24321787059307098 (0.2457776963710785) | > loss_0: 2.395113945007324 (2.2965594291687013) | > loss_gen: 3.090393304824829 (3.071243906021118) | > loss_kl: 1.4150636196136475 (1.6094732642173768) | > loss_feat: 6.251111030578613 (6.64393720626831) | > loss_mel: 20.400217056274414 (21.631229591369628) | > loss_duration: 2.2930517196655273 (2.2375304222106935) | > loss_1: 33.44983673095703 (35.1934139251709)  --> STEP: 11 | > loss_disc: 2.2796590328216553 (2.295023029500788) | > loss_disc_real_0: 0.2063605785369873 (0.1733954372731122) | > loss_disc_real_1: 0.15175475180149078 (0.24754031002521515) | > loss_disc_real_2: 0.33763766288757324 (0.29834091798825696) | > loss_disc_real_3: 0.27052733302116394 (0.292948840693994) | > loss_disc_real_4: 0.27622750401496887 (0.2373121285980398) | > loss_disc_real_5: 0.32148057222366333 (0.25265977599404077) | > loss_0: 2.2796590328216553 (2.295023029500788) | > loss_gen: 3.076770305633545 (3.0717463059858843) | > loss_kl: 1.6938151121139526 (1.6171407049352473) | > loss_feat: 6.622716426849365 (6.642008044502952) | > loss_mel: 19.756929397583008 (21.460838664661754) | > loss_duration: 2.3613181114196777 (2.2487838485024194) | > loss_1: 33.51154708862305 (35.04051694003019)  --> STEP: 12 | > loss_disc: 1.9129447937011719 (2.2631831765174866) | > loss_disc_real_0: 0.12314169108867645 (0.1692076250910759) | > loss_disc_real_1: 0.24747101962566376 (0.24753453582525253) | > loss_disc_real_2: 0.20303958654403687 (0.2903991403679053) | > loss_disc_real_3: 0.27578964829444885 (0.2915189079940319) | > loss_disc_real_4: 0.1820884644985199 (0.23271015658974648) | > loss_disc_real_5: 0.2131204754114151 (0.24936483427882195) | > loss_0: 1.9129447937011719 (2.2631831765174866) | > loss_gen: 3.206125497817993 (3.0829445719718933) | > loss_kl: 0.8447924852371216 (1.5527783532937367) | > loss_feat: 6.955563545227051 (6.6681376695632935) | > loss_mel: 22.721065521240234 (21.56585756937663) | > loss_duration: 2.1902871131896973 (2.243909120559693) | > loss_1: 35.9178352355957 (35.11362679799398)  --> STEP: 13 | > loss_disc: 2.2314250469207764 (2.2607402434715858) | > loss_disc_real_0: 0.23951970040798187 (0.17461624626929945) | > loss_disc_real_1: 0.2653377950191498 (0.24890401730170617) | > loss_disc_real_2: 0.2900976240634918 (0.29037594680602735) | > loss_disc_real_3: 0.21974782645702362 (0.2859980555681082) | > loss_disc_real_4: 0.2034594714641571 (0.23046010388777807) | > loss_disc_real_5: 0.2045346051454544 (0.24591635511471674) | > loss_0: 2.2314250469207764 (2.2607402434715858) | > loss_gen: 3.079789638519287 (3.0827018847832313) | > loss_kl: 1.693619728088379 (1.563612305201017) | > loss_feat: 6.5469069480896 (6.658812229449932) | > loss_mel: 20.348665237426758 (21.47222738999587) | > loss_duration: 2.1067593097686768 (2.23335913511423) | > loss_1: 33.77574157714844 (35.010712550236626)  --> STEP: 14 | > loss_disc: 2.0213537216186523 (2.243641206196376) | > loss_disc_real_0: 0.16523754596710205 (0.17394633910485677) | > loss_disc_real_1: 0.25150057673454285 (0.24908948583262308) | > loss_disc_real_2: 0.34660765528678894 (0.294392497411796) | > loss_disc_real_3: 0.2580939531326294 (0.2840049053941454) | > loss_disc_real_4: 0.2077559232711792 (0.22883837670087814) | > loss_disc_real_5: 0.15154379606246948 (0.23917545803955623) | > loss_0: 2.0213537216186523 (2.243641206196376) | > loss_gen: 3.5023326873779297 (3.1126755135399953) | > loss_kl: 1.782519817352295 (1.5792485560689653) | > loss_feat: 8.338119506835938 (6.778762749263218) | > loss_mel: 21.78884506225586 (21.49484293801444) | > loss_duration: 2.327059268951416 (2.240052001816886) | > loss_1: 37.7388801574707 (35.205581665039055)  --> STEP: 15 | > loss_disc: 2.5447802543640137 (2.2637171427408855) | > loss_disc_real_0: 0.1543906182050705 (0.17264262437820435) | > loss_disc_real_1: 0.20791514217853546 (0.24634452958901723) | > loss_disc_real_2: 0.26101765036582947 (0.2921675076087316) | > loss_disc_real_3: 0.31819266080856323 (0.28628408908843994) | > loss_disc_real_4: 0.25679996609687805 (0.23070248266061147) | > loss_disc_real_5: 0.34205731749534607 (0.24603424866994222) | > loss_0: 2.5447802543640137 (2.2637171427408855) | > loss_gen: 2.503030776977539 (3.0720325311024985) | > loss_kl: 1.4129709005355835 (1.5681633790334066) | > loss_feat: 7.494809150695801 (6.826499176025391) | > loss_mel: 20.108165740966797 (21.402397791544598) | > loss_duration: 2.311594247817993 (2.244821484883626) | > loss_1: 33.830570220947266 (35.11391423543294)  --> STEP: 16 | > loss_disc: 2.032160520553589 (2.2492448538541794) | > loss_disc_real_0: 0.17850059270858765 (0.1730087473988533) | > loss_disc_real_1: 0.21910174190998077 (0.24464185535907745) | > loss_disc_real_2: 0.2516605854034424 (0.289635824970901) | > loss_disc_real_3: 0.24456404149532318 (0.28367658611387014) | > loss_disc_real_4: 0.23257000744342804 (0.2308192029595375) | > loss_disc_real_5: 0.21540901064872742 (0.2441201712936163) | > loss_0: 2.032160520553589 (2.2492448538541794) | > loss_gen: 3.2933523654937744 (3.085865020751953) | > loss_kl: 1.7977644205093384 (1.5825134441256523) | > loss_feat: 8.05528736114502 (6.903298437595367) | > loss_mel: 20.955055236816406 (21.374438881874084) | > loss_duration: 2.288156032562256 (2.2475298941135406) | > loss_1: 36.38961410522461 (35.193645477294915)  --> STEP: 17 | > loss_disc: 2.3840579986572266 (2.2571750388425937) | > loss_disc_real_0: 0.2671623229980469 (0.17854719302233527) | > loss_disc_real_1: 0.2838907539844513 (0.2469506141017465) | > loss_disc_real_2: 0.3062627911567688 (0.29061388180536385) | > loss_disc_real_3: 0.2997778654098511 (0.2846237201901043) | > loss_disc_real_4: 0.24104346334934235 (0.23142063004129074) | > loss_disc_real_5: 0.28021761775016785 (0.24624355049694285) | > loss_0: 2.3840579986572266 (2.2571750388425937) | > loss_gen: 3.1814637184143066 (3.091488473555621) | > loss_kl: 1.3730676174163818 (1.5701931013780481) | > loss_feat: 6.054284572601318 (6.853356445536894) | > loss_mel: 20.778425216674805 (21.33937925450942) | > loss_duration: 2.2984769344329834 (2.2505267788382137) | > loss_1: 33.68571472167969 (35.104943668141075)  --> STEP: 18 | > loss_disc: 2.4766201972961426 (2.2693664365344577) | > loss_disc_real_0: 0.08521442115306854 (0.17336203902959824) | > loss_disc_real_1: 0.2315611094236374 (0.24609564161962932) | > loss_disc_real_2: 0.27472591400146484 (0.2897312169273694) | > loss_disc_real_3: 0.2664276659488678 (0.2836128282878134) | > loss_disc_real_4: 0.20273526012897491 (0.2298269983794954) | > loss_disc_real_5: 0.22708535194396973 (0.2451792061328888) | > loss_0: 2.4766201972961426 (2.2693664365344577) | > loss_gen: 2.2592360973358154 (3.0452522304322986) | > loss_kl: 1.8896745443344116 (1.5879420704311795) | > loss_feat: 5.889357566833496 (6.799800952275594) | > loss_mel: 24.769792556762695 (21.52995777130127) | > loss_duration: 2.202282190322876 (2.247846523920695) | > loss_1: 37.01034164428711 (35.2107991112603)  --> STEP: 19 | > loss_disc: 2.33349609375 (2.2727416816510653) | > loss_disc_real_0: 0.13885891437530518 (0.1715460851004249) | > loss_disc_real_1: 0.20879985392093658 (0.2441327054249613) | > loss_disc_real_2: 0.2860534191131592 (0.2895376486213584) | > loss_disc_real_3: 0.27901482582092285 (0.28337082815797704) | > loss_disc_real_4: 0.22122886776924133 (0.22937446518948204) | > loss_disc_real_5: 0.2686828672885895 (0.24641624093055725) | > loss_0: 2.33349609375 (2.2727416816510653) | > loss_gen: 2.887753963470459 (3.0369628479606225) | > loss_kl: 1.7338632345199585 (1.59562213169901) | > loss_feat: 9.014143943786621 (6.916345320249858) | > loss_mel: 22.134254455566406 (21.561762859946803) | > loss_duration: 2.3139524459838867 (2.2513257829766524) | > loss_1: 38.08396911621094 (35.36201858520507)  --> STEP: 20 | > loss_disc: 2.613330364227295 (2.289771115779877) | > loss_disc_real_0: 0.23822706937789917 (0.17488013431429864) | > loss_disc_real_1: 0.24874785542488098 (0.24436346292495728) | > loss_disc_real_2: 0.33770129084587097 (0.291945830732584) | > loss_disc_real_3: 0.33026331663131714 (0.28571545258164405) | > loss_disc_real_4: 0.21633407473564148 (0.22872244566679) | > loss_disc_real_5: 0.25938740372657776 (0.24706479907035828) | > loss_0: 2.613330364227295 (2.289771115779877) | > loss_gen: 2.692761182785034 (3.019752764701843) | > loss_kl: 1.481199026107788 (1.589900976419449) | > loss_feat: 5.514615058898926 (6.846258807182312) | > loss_mel: 23.78021240234375 (21.67268533706665) | > loss_duration: 2.306180715560913 (2.2540685296058656) | > loss_1: 35.774967193603516 (35.38266601562499)  --> STEP: 21 | > loss_disc: 2.613534927368164 (2.3051884401412237) | > loss_disc_real_0: 0.19844292104244232 (0.17600217177754357) | > loss_disc_real_1: 0.20449776947498322 (0.2424650965701966) | > loss_disc_real_2: 0.33137476444244385 (0.29382339900448207) | > loss_disc_real_3: 0.33884790539741516 (0.28824556938239504) | > loss_disc_real_4: 0.32413506507873535 (0.2332659037340255) | > loss_disc_real_5: 0.3207207918167114 (0.25057222729637507) | > loss_0: 2.613534927368164 (2.3051884401412237) | > loss_gen: 2.7218761444091797 (3.005568163735526) | > loss_kl: 1.3738682270050049 (1.5796137026378088) | > loss_feat: 4.855414390563965 (6.751456692105248) | > loss_mel: 16.649049758911133 (21.43346459524972) | > loss_duration: 2.136657238006592 (2.248477515720186) | > loss_1: 27.736865997314453 (35.01858030046734)  --> STEP: 22 | > loss_disc: 2.0795998573303223 (2.2949344136498193) | > loss_disc_real_0: 0.06934289634227753 (0.17115402289412238) | > loss_disc_real_1: 0.1505597084760666 (0.23828757892955432) | > loss_disc_real_2: 0.2973708510398865 (0.2939846468242732) | > loss_disc_real_3: 0.13902400434017181 (0.2814627709713849) | > loss_disc_real_4: 0.13731615245342255 (0.228904551403089) | > loss_disc_real_5: 0.14968161284923553 (0.24598629027605057) | > loss_0: 2.0795998573303223 (2.2949344136498193) | > loss_gen: 2.527096748352051 (2.983819463036277) | > loss_kl: 1.502563238143921 (1.5761114087971775) | > loss_feat: 7.103581428527832 (6.767462361942638) | > loss_mel: 24.684118270874023 (21.58122158050537) | > loss_duration: 2.1744344234466553 (2.2451119206168433) | > loss_1: 37.99179458618164 (35.15372640436345)  --> STEP: 23 | > loss_disc: 2.2843470573425293 (2.294474093810372) | > loss_disc_real_0: 0.2689000070095062 (0.17540384829044342) | > loss_disc_real_1: 0.2941657304763794 (0.2407170637794163) | > loss_disc_real_2: 0.28610146045684814 (0.2936418995909069) | > loss_disc_real_3: 0.34648817777633667 (0.28428996257160016) | > loss_disc_real_4: 0.2617986798286438 (0.23033473089985226) | > loss_disc_real_5: 0.23075057566165924 (0.2453238679015118) | > loss_0: 2.2843470573425293 (2.294474093810372) | > loss_gen: 3.628849506378174 (3.011864247529403) | > loss_kl: 1.7904072999954224 (1.5854286214579707) | > loss_feat: 6.268562316894531 (6.745771055636198) | > loss_mel: 20.972484588623047 (21.554754754771356) | > loss_duration: 2.2848806381225586 (2.246840995291005) | > loss_1: 34.945186614990234 (35.1446594569994)  --> STEP: 24 | > loss_disc: 2.1932320594787598 (2.2902556757132215) | > loss_disc_real_0: 0.16064982116222382 (0.17478909716010094) | > loss_disc_real_1: 0.18671882152557373 (0.2384671370188395) | > loss_disc_real_2: 0.2530195415019989 (0.2919493013372024) | > loss_disc_real_3: 0.25892549753189087 (0.28323310986161226) | > loss_disc_real_4: 0.2579303979873657 (0.231484550361832) | > loss_disc_real_5: 0.3267810344696045 (0.24871791650851569) | > loss_0: 2.1932320594787598 (2.2902556757132215) | > loss_gen: 3.202650308609009 (3.019813666741053) | > loss_kl: 1.8135685920715332 (1.594934453566869) | > loss_feat: 7.424816608428955 (6.7740646203358965) | > loss_mel: 19.95789909362793 (21.488219102223713) | > loss_duration: 2.4102325439453125 (2.2536489764849343) | > loss_1: 34.80916976928711 (35.13068072001139)  --> STEP: 25 | > loss_disc: 2.365788459777832 (2.293276987075806) | > loss_disc_real_0: 0.1302972137928009 (0.17300942182540893) | > loss_disc_real_1: 0.2391713559627533 (0.23849530577659606) | > loss_disc_real_2: 0.2530590295791626 (0.29039369046688085) | > loss_disc_real_3: 0.27914464473724365 (0.2830695712566375) | > loss_disc_real_4: 0.2631373405456543 (0.23275066196918487) | > loss_disc_real_5: 0.30026188492774963 (0.25077967524528505) | > loss_0: 2.365788459777832 (2.293276987075806) | > loss_gen: 2.6790878772735596 (3.0061846351623536) | > loss_kl: 1.7038929462432861 (1.5992927932739258) | > loss_feat: 6.209057331085205 (6.751464328765869) | > loss_mel: 18.21820831298828 (21.357418670654297) | > loss_duration: 2.3443570137023926 (2.2572772979736326) | > loss_1: 31.154603958129883 (34.971637649536135)  --> STEP: 26 | > loss_disc: 1.9543180465698242 (2.280240104748653) | > loss_disc_real_0: 0.16712826490402222 (0.17278322348227867) | > loss_disc_real_1: 0.1415608823299408 (0.2347670587209555) | > loss_disc_real_2: 0.1441671997308731 (0.2847695946693421) | > loss_disc_real_3: 0.2505093216896057 (0.2818172539655978) | > loss_disc_real_4: 0.22700315713882446 (0.23252960409109408) | > loss_disc_real_5: 0.10810232907533646 (0.24529208500797933) | > loss_0: 1.9543180465698242 (2.280240104748653) | > loss_gen: 2.906797409057617 (3.0023620495429406) | > loss_kl: 1.6952824592590332 (1.6029847035041223) | > loss_feat: 15.095606803894043 (7.072392885501568) | > loss_mel: 23.2781925201416 (21.43129458794227) | > loss_duration: 2.3359546661376953 (2.2603033505953274) | > loss_1: 45.31183624267578 (35.36933759542612) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022985385014460636 (-5.45703447782076e-05) | > avg_loss_disc: 2.280240104748653 (-0.008403282899122733) | > avg_loss_disc_real_0: 0.17278322348227867 (+0.09738263659752332) | > avg_loss_disc_real_1: 0.2347670587209555 (-0.03897765336128378) | > avg_loss_disc_real_2: 0.2847695946693421 (+0.03664411890965247) | > avg_loss_disc_real_3: 0.2818172539655978 (+0.03274087779797033) | > avg_loss_disc_real_4: 0.23252960409109408 (+0.02407928556203842) | > avg_loss_disc_real_5: 0.24529208500797933 (+0.026716248633769868) | > avg_loss_0: 2.280240104748653 (-0.008403282899122733) | > avg_loss_gen: 3.0023620495429406 (+0.45077786078819937) | > avg_loss_kl: 1.6029847035041223 (+0.09307406498835635) | > avg_loss_feat: 7.072392885501568 (+0.16718321580153184) | > avg_loss_mel: 21.43129458794227 (+0.09588065514197552) | > avg_loss_duration: 2.2603033505953274 (-0.014106539579537891) | > avg_loss_1: 35.36933759542612 (+0.7928093396700291)  > EPOCH: 31/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:19:20)   --> TIME: 2024-06-10 16:19:27 -- STEP: 19/330 -- GLOBAL_STEP: 98250 | > loss_disc: 2.0640206336975098 (2.2520008212641667) | > loss_disc_real_0: 0.09329013526439667 (0.10824149023545415) | > loss_disc_real_1: 0.17994128167629242 (0.19829033472036062) | > loss_disc_real_2: 0.18737778067588806 (0.21454327671151413) | > loss_disc_real_3: 0.16791880130767822 (0.2171934497983832) | > loss_disc_real_4: 0.1535143256187439 (0.2165292540663167) | > loss_disc_real_5: 0.18530488014221191 (0.2242191410378406) | > loss_0: 2.0640206336975098 (2.2520008212641667) | > grad_norm_0: tensor(7.6628, device='cuda:0') (tensor(16.3893, device='cuda:0')) | > loss_gen: 2.6517786979675293 (2.6165871620178223) | > loss_kl: 1.6739567518234253 (1.4771132845627635) | > loss_feat: 7.5617170333862305 (6.746447563171387) | > loss_mel: 20.572046279907227 (21.233754910920794) | > loss_duration: 2.1611199378967285 (2.266992267809416) | > loss_1: 34.62062072753906 (34.34089560257761) | > grad_norm_1: tensor(131.3008, device='cuda:0') (tensor(151.1129, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.331 (0.3302229454642848) | > loader_time: 0.0041 (0.0029900199488589636)  --> TIME: 2024-06-10 16:19:36 -- STEP: 44/330 -- GLOBAL_STEP: 98275 | > loss_disc: 2.1086997985839844 (2.1927994814786045) | > loss_disc_real_0: 0.1394992470741272 (0.10908760706132109) | > loss_disc_real_1: 0.192545086145401 (0.20178703150965951) | > loss_disc_real_2: 0.15324731171131134 (0.20924447273666208) | > loss_disc_real_3: 0.2003880739212036 (0.20956389538266443) | > loss_disc_real_4: 0.2085658609867096 (0.20614499700340358) | > loss_disc_real_5: 0.1929505318403244 (0.20848446237769994) | > loss_0: 2.1086997985839844 (2.1927994814786045) | > grad_norm_0: tensor(13.3864, device='cuda:0') (tensor(15.3096, device='cuda:0')) | > loss_gen: 2.76842999458313 (2.6764169443737384) | > loss_kl: 1.5038251876831055 (1.468178074468266) | > loss_feat: 7.720672130584717 (7.05647885799408) | > loss_mel: 21.705169677734375 (21.37698355588046) | > loss_duration: 2.037698745727539 (2.180494769053025) | > loss_1: 35.73579406738281 (34.758552117781214) | > grad_norm_1: tensor(217.3212, device='cuda:0') (tensor(187.0484, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3491 (0.3357087319547479) | > loader_time: 0.0033 (0.0030947869474237614)  --> TIME: 2024-06-10 16:19:45 -- STEP: 69/330 -- GLOBAL_STEP: 98300 | > loss_disc: 2.329500436782837 (2.177664573641791) | > loss_disc_real_0: 0.08642405271530151 (0.10877328700777414) | > loss_disc_real_1: 0.20469161868095398 (0.20085032197876254) | > loss_disc_real_2: 0.1830596774816513 (0.20724992194901343) | > loss_disc_real_3: 0.19693692028522491 (0.20942600524943808) | > loss_disc_real_4: 0.22236399352550507 (0.20381368394347205) | > loss_disc_real_5: 0.21919943392276764 (0.20509529804837875) | > loss_0: 2.329500436782837 (2.177664573641791) | > grad_norm_0: tensor(27.2651, device='cuda:0') (tensor(14.5728, device='cuda:0')) | > loss_gen: 2.667287826538086 (2.6940114290817934) | > loss_kl: 1.394842267036438 (1.4628018123516138) | > loss_feat: 6.912014007568359 (7.189156781072202) | > loss_mel: 20.00006675720215 (21.31251697263855) | > loss_duration: 2.04683780670166 (2.1516067152437963) | > loss_1: 33.02104949951172 (34.810093921163805) | > grad_norm_1: tensor(180.5811, device='cuda:0') (tensor(185.2954, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3574 (0.3397692424663599) | > loader_time: 0.0033 (0.003221560215604478)  --> TIME: 2024-06-10 16:19:54 -- STEP: 94/330 -- GLOBAL_STEP: 98325 | > loss_disc: 2.2851648330688477 (2.18742372634563) | > loss_disc_real_0: 0.12143257260322571 (0.11126916665346065) | > loss_disc_real_1: 0.23802469670772552 (0.20154193186379493) | > loss_disc_real_2: 0.24769113957881927 (0.21005414251951463) | > loss_disc_real_3: 0.21579459309577942 (0.21394987008038988) | > loss_disc_real_4: 0.21415074169635773 (0.20582264344742957) | > loss_disc_real_5: 0.2242138534784317 (0.20843024456754644) | > loss_0: 2.2851648330688477 (2.18742372634563) | > grad_norm_0: tensor(18.4817, device='cuda:0') (tensor(13.9562, device='cuda:0')) | > loss_gen: 2.577019691467285 (2.7041650452512385) | > loss_kl: 1.442113995552063 (1.4506511586777708) | > loss_feat: 6.954740047454834 (7.219568653309599) | > loss_mel: 20.661911010742188 (21.252290482216697) | > loss_duration: 2.109900951385498 (2.13772154108007) | > loss_1: 33.74568557739258 (34.764397073299314) | > grad_norm_1: tensor(270.1185, device='cuda:0') (tensor(177.5898, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.341 (0.3413777731834574) | > loader_time: 0.0036 (0.003339318518942975)  --> TIME: 2024-06-10 16:20:03 -- STEP: 119/330 -- GLOBAL_STEP: 98350 | > loss_disc: 2.0045957565307617 (2.1868822213982315) | > loss_disc_real_0: 0.12206314504146576 (0.11248477047481456) | > loss_disc_real_1: 0.20987160503864288 (0.201897761526228) | > loss_disc_real_2: 0.24294239282608032 (0.20939122177973515) | > loss_disc_real_3: 0.16507786512374878 (0.21243512505242804) | > loss_disc_real_4: 0.15215961635112762 (0.20416969148551717) | > loss_disc_real_5: 0.1442873626947403 (0.20477178755427608) | > loss_0: 2.0045957565307617 (2.1868822213982315) | > grad_norm_0: tensor(6.7814, device='cuda:0') (tensor(13.1448, device='cuda:0')) | > loss_gen: 3.0608901977539062 (2.7088428345047135) | > loss_kl: 1.3636434078216553 (1.4430994366397376) | > loss_feat: 7.948169708251953 (7.2902845494887405) | > loss_mel: 21.313861846923828 (21.230566665905865) | > loss_duration: 2.1000068187713623 (2.1325755860625195) | > loss_1: 35.78657150268555 (34.80536917678447) | > grad_norm_1: tensor(66.8365, device='cuda:0') (tensor(172.0273, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3545 (0.3441476561442143) | > loader_time: 0.0037 (0.0034722841086507845)  --> TIME: 2024-06-10 16:20:12 -- STEP: 144/330 -- GLOBAL_STEP: 98375 | > loss_disc: 2.339122772216797 (2.1981327864858824) | > loss_disc_real_0: 0.09675399959087372 (0.11325896469255288) | > loss_disc_real_1: 0.208774596452713 (0.20413854107674628) | > loss_disc_real_2: 0.22495199739933014 (0.20937289556281435) | > loss_disc_real_3: 0.22151337563991547 (0.21399715967062446) | > loss_disc_real_4: 0.21973180770874023 (0.2056366658459107) | > loss_disc_real_5: 0.204027459025383 (0.20621966953492826) | > loss_0: 2.339122772216797 (2.1981327864858824) | > grad_norm_0: tensor(21.0750, device='cuda:0') (tensor(12.9256, device='cuda:0')) | > loss_gen: 2.4931068420410156 (2.706158664491442) | > loss_kl: 1.4464834928512573 (1.4345160805516772) | > loss_feat: 6.7797346115112305 (7.278194768561257) | > loss_mel: 20.87713050842285 (21.245736479759213) | > loss_duration: 2.098146915435791 (2.133435835440954) | > loss_1: 33.694602966308594 (34.79804192648992) | > grad_norm_1: tensor(135.8602, device='cuda:0') (tensor(165.8133, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3609 (0.3465084284543992) | > loader_time: 0.004 (0.0035823831955591836)  --> TIME: 2024-06-10 16:20:21 -- STEP: 169/330 -- GLOBAL_STEP: 98400 | > loss_disc: 2.1728694438934326 (2.1979851398242287) | > loss_disc_real_0: 0.10175196081399918 (0.11360157012234073) | > loss_disc_real_1: 0.21589328348636627 (0.20462653843256143) | > loss_disc_real_2: 0.2013256698846817 (0.20926552367280926) | > loss_disc_real_3: 0.20715570449829102 (0.21351507914489543) | > loss_disc_real_4: 0.21598348021507263 (0.20575492181016153) | > loss_disc_real_5: 0.19732287526130676 (0.20624488080747028) | > loss_0: 2.1728694438934326 (2.1979851398242287) | > grad_norm_0: tensor(37.1989, device='cuda:0') (tensor(13.8058, device='cuda:0')) | > loss_gen: 2.7463321685791016 (2.7086403087751414) | > loss_kl: 1.4683915376663208 (1.4333733863379126) | > loss_feat: 7.098220348358154 (7.272157640852166) | > loss_mel: 21.43436050415039 (21.223929072272842) | > loss_duration: 2.1556591987609863 (2.1352857922661244) | > loss_1: 34.9029655456543 (34.77338630631125) | > grad_norm_1: tensor(253.6116, device='cuda:0') (tensor(178.8164, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3736 (0.3497303674912313) | > loader_time: 0.0043 (0.003707349653074727)  --> TIME: 2024-06-10 16:20:31 -- STEP: 194/330 -- GLOBAL_STEP: 98425 | > loss_disc: 2.2029709815979004 (2.1947840618104038) | > loss_disc_real_0: 0.09367676079273224 (0.11307546577041912) | > loss_disc_real_1: 0.2139282524585724 (0.20474630540486463) | > loss_disc_real_2: 0.16657127439975739 (0.20997559432823634) | > loss_disc_real_3: 0.22108930349349976 (0.21347070301009208) | > loss_disc_real_4: 0.23823820054531097 (0.20390665692459684) | > loss_disc_real_5: 0.20796959102153778 (0.20610174605834117) | > loss_0: 2.2029709815979004 (2.1947840618104038) | > grad_norm_0: tensor(12.0197, device='cuda:0') (tensor(14.5765, device='cuda:0')) | > loss_gen: 2.789290428161621 (2.723250729521528) | > loss_kl: 1.4765933752059937 (1.4307552145928455) | > loss_feat: 7.485513687133789 (7.311585694244227) | > loss_mel: 21.790864944458008 (21.20275885788436) | > loss_duration: 2.148536205291748 (2.1400123244708347) | > loss_1: 35.690799713134766 (34.80836290182528) | > grad_norm_1: tensor(130.8982, device='cuda:0') (tensor(181.3768, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3707 (0.3527009437993632) | > loader_time: 0.0045 (0.0038223831923966554)  --> TIME: 2024-06-10 16:20:41 -- STEP: 219/330 -- GLOBAL_STEP: 98450 | > loss_disc: 2.1405889987945557 (2.1925420086133407) | > loss_disc_real_0: 0.1146601140499115 (0.11129785130081112) | > loss_disc_real_1: 0.1763155311346054 (0.20471308662738974) | > loss_disc_real_2: 0.2548120319843292 (0.21046700087039982) | > loss_disc_real_3: 0.22279460728168488 (0.2133149280803933) | > loss_disc_real_4: 0.21178855001926422 (0.20541898487773666) | > loss_disc_real_5: 0.19470179080963135 (0.20619144164808265) | > loss_0: 2.1405889987945557 (2.1925420086133407) | > grad_norm_0: tensor(16.2031, device='cuda:0') (tensor(15.3834, device='cuda:0')) | > loss_gen: 2.6936631202697754 (2.736182751720901) | > loss_kl: 1.498891830444336 (1.4321511956654729) | > loss_feat: 8.09894847869873 (7.354607658299137) | > loss_mel: 21.41786766052246 (21.16000522108383) | > loss_duration: 2.189023971557617 (2.14494214319203) | > loss_1: 35.898399353027344 (34.82788915068049) | > grad_norm_1: tensor(118.1775, device='cuda:0') (tensor(192.1774, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.3953 (0.35667130827359433) | > loader_time: 0.0048 (0.003954063267468317)  --> TIME: 2024-06-10 16:20:51 -- STEP: 244/330 -- GLOBAL_STEP: 98475 | > loss_disc: 2.3364338874816895 (2.1963069937268225) | > loss_disc_real_0: 0.1832103431224823 (0.1122674089627432) | > loss_disc_real_1: 0.24390023946762085 (0.20485769016820876) | > loss_disc_real_2: 0.2029430866241455 (0.2099242637880513) | > loss_disc_real_3: 0.25305065512657166 (0.21418921649456024) | > loss_disc_real_4: 0.26076051592826843 (0.20615028580803368) | > loss_disc_real_5: 0.22902634739875793 (0.20625655750026467) | > loss_0: 2.3364338874816895 (2.1963069937268225) | > grad_norm_0: tensor(10.3912, device='cuda:0') (tensor(16.0671, device='cuda:0')) | > loss_gen: 2.5477447509765625 (2.7325539618242) | > loss_kl: 1.5294097661972046 (1.4337383660136678) | > loss_feat: 6.36449670791626 (7.332762493461859) | > loss_mel: 19.684675216674805 (21.148073384019195) | > loss_duration: 2.143301010131836 (2.151769060580458) | > loss_1: 32.269630432128906 (34.79889741491099) | > grad_norm_1: tensor(131.8442, device='cuda:0') (tensor(192.9689, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.4039 (0.3620374837859734) | > loader_time: 0.0062 (0.004088797530189891)  --> TIME: 2024-06-10 16:21:02 -- STEP: 269/330 -- GLOBAL_STEP: 98500 | > loss_disc: 2.12223482131958 (2.195999204890877) | > loss_disc_real_0: 0.08944058418273926 (0.11292408698941252) | > loss_disc_real_1: 0.12042385339736938 (0.2039414097496125) | > loss_disc_real_2: 0.2145334780216217 (0.21018046605985846) | > loss_disc_real_3: 0.192819744348526 (0.21362126349959673) | > loss_disc_real_4: 0.19423440098762512 (0.20626220536387105) | > loss_disc_real_5: 0.19730210304260254 (0.2062152817457582) | > loss_0: 2.12223482131958 (2.195999204890877) | > grad_norm_0: tensor(21.3882, device='cuda:0') (tensor(16.2299, device='cuda:0')) | > loss_gen: 2.857408046722412 (2.730287348027568) | > loss_kl: 1.3624404668807983 (1.4338735452815061) | > loss_feat: 8.163918495178223 (7.357125055391106) | > loss_mel: 21.332347869873047 (21.111506961978503) | > loss_duration: 2.240002155303955 (2.1578887616834685) | > loss_1: 35.95611572265625 (34.79068180353668) | > grad_norm_1: tensor(413.3406, device='cuda:0') (tensor(197.0342, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.4256 (0.36691229848613544) | > loader_time: 0.0065 (0.004242138348547501) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_98500.pth  --> TIME: 2024-06-10 16:21:17 -- STEP: 294/330 -- GLOBAL_STEP: 98525 | > loss_disc: 2.341204881668091 (2.1936353826198443) | > loss_disc_real_0: 0.10467188060283661 (0.11353264286556616) | > loss_disc_real_1: 0.21481618285179138 (0.2042803908793294) | > loss_disc_real_2: 0.3233780562877655 (0.21001412187303817) | > loss_disc_real_3: 0.24998190999031067 (0.2141919262251075) | > loss_disc_real_4: 0.23322327435016632 (0.20626297012782424) | > loss_disc_real_5: 0.20076365768909454 (0.2056661208166557) | > loss_0: 2.341204881668091 (2.1936353826198443) | > grad_norm_0: tensor(19.4385, device='cuda:0') (tensor(16.8696, device='cuda:0')) | > loss_gen: 2.505126953125 (2.730755902471998) | > loss_kl: 1.4841103553771973 (1.4330197369971247) | > loss_feat: 7.467642784118652 (7.387324235877212) | > loss_mel: 20.550617218017578 (21.059362430961773) | > loss_duration: 2.3059134483337402 (2.1656997836366005) | > loss_1: 34.313411712646484 (34.77616223186052) | > grad_norm_1: tensor(250.9583, device='cuda:0') (tensor(204.6033, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.464 (0.3737040036389619) | > loader_time: 0.0072 (0.004439115524291995)  --> TIME: 2024-06-10 16:21:31 -- STEP: 319/330 -- GLOBAL_STEP: 98550 | > loss_disc: 2.245389461517334 (2.1961468648761038) | > loss_disc_real_0: 0.12741442024707794 (0.11376171529900318) | > loss_disc_real_1: 0.23902374505996704 (0.2044025109759693) | > loss_disc_real_2: 0.21861153841018677 (0.21015807958232202) | > loss_disc_real_3: 0.24614128470420837 (0.2146893970458111) | > loss_disc_real_4: 0.2651364803314209 (0.2066739692256368) | > loss_disc_real_5: 0.21690744161605835 (0.20562635950720787) | > loss_0: 2.245389461517334 (2.1961468648761038) | > grad_norm_0: tensor(9.0791, device='cuda:0') (tensor(17.4214, device='cuda:0')) | > loss_gen: 2.77435302734375 (2.729296159594786) | > loss_kl: 1.6307445764541626 (1.4368335643905832) | > loss_feat: 8.420575141906738 (7.423366815692579) | > loss_mel: 20.23683738708496 (21.010042274259852) | > loss_duration: 2.351881742477417 (2.1781177722548257) | > loss_1: 35.41439437866211 (34.77765668671706) | > grad_norm_1: tensor(166.2402, device='cuda:0') (tensor(208.6917, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.5443 (0.3845837146137204) | > loader_time: 0.0086 (0.0046743659016480685)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.134683847427368 (2.134683847427368) | > loss_disc_real_0: 0.06411892175674438 (0.06411892175674438) | > loss_disc_real_1: 0.34908080101013184 (0.34908080101013184) | > loss_disc_real_2: 0.20859414339065552 (0.20859414339065552) | > loss_disc_real_3: 0.2817969024181366 (0.2817969024181366) | > loss_disc_real_4: 0.18764285743236542 (0.18764285743236542) | > loss_disc_real_5: 0.23517803847789764 (0.23517803847789764) | > loss_0: 2.134683847427368 (2.134683847427368) | > loss_gen: 2.8820669651031494 (2.8820669651031494) | > loss_kl: 1.6510789394378662 (1.6510789394378662) | > loss_feat: 7.590785026550293 (7.590785026550293) | > loss_mel: 21.899232864379883 (21.899232864379883) | > loss_duration: 2.6872289180755615 (2.6872289180755615) | > loss_1: 36.71039581298828 (36.71039581298828)  --> STEP: 1 | > loss_disc: 2.3830065727233887 (2.3830065727233887) | > loss_disc_real_0: 0.08578602969646454 (0.08578602969646454) | > loss_disc_real_1: 0.197783961892128 (0.197783961892128) | > loss_disc_real_2: 0.23893491923809052 (0.23893491923809052) | > loss_disc_real_3: 0.3047803044319153 (0.3047803044319153) | > loss_disc_real_4: 0.27009138464927673 (0.27009138464927673) | > loss_disc_real_5: 0.3546152114868164 (0.3546152114868164) | > loss_0: 2.3830065727233887 (2.3830065727233887) | > loss_gen: 2.7717232704162598 (2.7717232704162598) | > loss_kl: 2.125746011734009 (2.125746011734009) | > loss_feat: 5.528059005737305 (5.528059005737305) | > loss_mel: 20.730968475341797 (20.730968475341797) | > loss_duration: 2.3076324462890625 (2.3076324462890625) | > loss_1: 33.46412658691406 (33.46412658691406)  --> STEP: 2 | > loss_disc: 2.611234426498413 (2.497120499610901) | > loss_disc_real_0: 0.12956491112709045 (0.1076754704117775) | > loss_disc_real_1: 0.2964724898338318 (0.2471282258629799) | > loss_disc_real_2: 0.31167522072792053 (0.2753050699830055) | > loss_disc_real_3: 0.39578500390052795 (0.3502826541662216) | > loss_disc_real_4: 0.26809805631637573 (0.26909472048282623) | > loss_disc_real_5: 0.28511151671409607 (0.31986336410045624) | > loss_0: 2.611234426498413 (2.497120499610901) | > loss_gen: 2.6245675086975098 (2.6981453895568848) | > loss_kl: 1.7101143598556519 (1.9179301857948303) | > loss_feat: 6.105687618255615 (5.81687331199646) | > loss_mel: 21.14067840576172 (20.935823440551758) | > loss_duration: 2.395977258682251 (2.3518048524856567) | > loss_1: 33.97702407836914 (33.7205753326416)  --> STEP: 3 | > loss_disc: 2.260197877883911 (2.418146292368571) | > loss_disc_real_0: 0.059078849852085114 (0.09147659689188004) | > loss_disc_real_1: 0.1515420824289322 (0.21526617805163065) | > loss_disc_real_2: 0.21549072861671448 (0.2553669561942418) | > loss_disc_real_3: 0.28346481919288635 (0.3280100425084432) | > loss_disc_real_4: 0.23377454280853271 (0.2573213279247284) | > loss_disc_real_5: 0.2521843910217285 (0.297303706407547) | > loss_0: 2.260197877883911 (2.418146292368571) | > loss_gen: 2.5193798542022705 (2.638556877772013) | > loss_kl: 1.6643033027648926 (1.8333878914515178) | > loss_feat: 6.143185615539551 (5.925644079844157) | > loss_mel: 22.937822341918945 (21.603156407674152) | > loss_duration: 2.154470920562744 (2.286026875178019) | > loss_1: 35.41916275024414 (34.28677113850912)  --> STEP: 4 | > loss_disc: 1.5958073139190674 (2.212561547756195) | > loss_disc_real_0: 0.04026692733168602 (0.07867417950183153) | > loss_disc_real_1: 0.2192334234714508 (0.2162579894065857) | > loss_disc_real_2: 0.13243304193019867 (0.22463347762823105) | > loss_disc_real_3: 0.1863565444946289 (0.2925966680049896) | > loss_disc_real_4: 0.1470303237438202 (0.22974857687950134) | > loss_disc_real_5: 0.19537793099880219 (0.2718222625553608) | > loss_0: 1.5958073139190674 (2.212561547756195) | > loss_gen: 3.442493438720703 (2.839541018009186) | > loss_kl: 1.4189424514770508 (1.729776531457901) | > loss_feat: 9.57774829864502 (6.838670134544373) | > loss_mel: 22.289487838745117 (21.774739265441895) | > loss_duration: 2.239532232284546 (2.274403214454651) | > loss_1: 38.968204498291016 (35.45712947845459)  --> STEP: 5 | > loss_disc: 2.0489697456359863 (2.1798431873321533) | > loss_disc_real_0: 0.05140439048409462 (0.07322022169828415) | > loss_disc_real_1: 0.2405615895986557 (0.2211187094449997) | > loss_disc_real_2: 0.29515036940574646 (0.23873685598373412) | > loss_disc_real_3: 0.29462775588035583 (0.2930028855800629) | > loss_disc_real_4: 0.24630410969257355 (0.23305968344211578) | > loss_disc_real_5: 0.20879243314266205 (0.25921629667282103) | > loss_0: 2.0489697456359863 (2.1798431873321533) | > loss_gen: 3.107043743133545 (2.893041563034058) | > loss_kl: 1.374435305595398 (1.6587082862854003) | > loss_feat: 6.375490665435791 (6.746034240722656) | > loss_mel: 23.30608367919922 (22.08100814819336) | > loss_duration: 2.3866724967956543 (2.2968570709228517) | > loss_1: 36.54972457885742 (35.67564849853515)  --> STEP: 6 | > loss_disc: 2.4448626041412354 (2.224013090133667) | > loss_disc_real_0: 0.06495121121406555 (0.07184205328424771) | > loss_disc_real_1: 0.24015505611896515 (0.2242914338906606) | > loss_disc_real_2: 0.3102301061153412 (0.2506523976723353) | > loss_disc_real_3: 0.31821927428245544 (0.2972056170304616) | > loss_disc_real_4: 0.26211124658584595 (0.2379016106327375) | > loss_disc_real_5: 0.29613980650901794 (0.2653702149788539) | > loss_0: 2.4448626041412354 (2.224013090133667) | > loss_gen: 2.795353412628174 (2.876760204633077) | > loss_kl: 1.224847674369812 (1.586398184299469) | > loss_feat: 5.381607532501221 (6.518629789352417) | > loss_mel: 16.425525665283203 (21.138427734375) | > loss_duration: 2.1476364135742188 (2.271986961364746) | > loss_1: 27.9749698638916 (34.392202059427895)  --> STEP: 7 | > loss_disc: 2.6271214485168457 (2.281599998474121) | > loss_disc_real_0: 0.07142316550016403 (0.07178221217223577) | > loss_disc_real_1: 0.2722114622592926 (0.2311371522290366) | > loss_disc_real_2: 0.3209998309612274 (0.2607020309993199) | > loss_disc_real_3: 0.36354589462280273 (0.30668279954365324) | > loss_disc_real_4: 0.30317166447639465 (0.2472259040389742) | > loss_disc_real_5: 0.3304602801799774 (0.27466879572187153) | > loss_0: 2.6271214485168457 (2.281599998474121) | > loss_gen: 2.5495500564575195 (2.8300158977508545) | > loss_kl: 2.0090911388397217 (1.6467828920909338) | > loss_feat: 4.592620849609375 (6.243485655103411) | > loss_mel: 20.309803009033203 (21.020052773611887) | > loss_duration: 2.36138653755188 (2.2847583293914795) | > loss_1: 31.822450637817383 (34.02509471348354)  --> STEP: 8 | > loss_disc: 2.001291036605835 (2.2465613782405853) | > loss_disc_real_0: 0.05200936645269394 (0.06931060645729303) | > loss_disc_real_1: 0.25513699650764465 (0.2341371327638626) | > loss_disc_real_2: 0.20829695463180542 (0.2541513964533806) | > loss_disc_real_3: 0.23350407183170319 (0.29753545857965946) | > loss_disc_real_4: 0.21870943903923035 (0.24366134591400623) | > loss_disc_real_5: 0.26117759943008423 (0.2729823961853981) | > loss_0: 2.001291036605835 (2.2465613782405853) | > loss_gen: 3.093859910964966 (2.8629963994026184) | > loss_kl: 2.0483291149139404 (1.6969761699438095) | > loss_feat: 9.169229507446289 (6.609203636646271) | > loss_mel: 24.555200576782227 (21.46194624900818) | > loss_duration: 2.181267499923706 (2.271821975708008) | > loss_1: 41.04788589477539 (34.90294361114502)  --> STEP: 9 | > loss_disc: 2.2776832580566406 (2.2500193648868136) | > loss_disc_real_0: 0.09124183654785156 (0.07174740980068843) | > loss_disc_real_1: 0.19053521752357483 (0.22929247551494175) | > loss_disc_real_2: 0.24502459168434143 (0.25313730703459847) | > loss_disc_real_3: 0.20650021731853485 (0.28742043177286786) | > loss_disc_real_4: 0.23416025936603546 (0.24260566963089836) | > loss_disc_real_5: 0.22585271298885345 (0.2677457647191154) | > loss_0: 2.2776832580566406 (2.2500193648868136) | > loss_gen: 2.626494884490967 (2.836718453301324) | > loss_kl: 1.7113821506500244 (1.6985768344667223) | > loss_feat: 9.509714126586914 (6.931482579973009) | > loss_mel: 20.979663848876953 (21.408359315660263) | > loss_duration: 2.146806001663208 (2.2579313119252524) | > loss_1: 36.97406005859375 (35.13306766086154)  --> STEP: 10 | > loss_disc: 2.202834367752075 (2.24530086517334) | > loss_disc_real_0: 0.11200247704982758 (0.07577291652560234) | > loss_disc_real_1: 0.2223271131515503 (0.2285959392786026) | > loss_disc_real_2: 0.27162161469459534 (0.25498573780059813) | > loss_disc_real_3: 0.2513127624988556 (0.2838096648454666) | > loss_disc_real_4: 0.1878816932439804 (0.23713327199220657) | > loss_disc_real_5: 0.1931617110967636 (0.2602873593568802) | > loss_0: 2.202834367752075 (2.24530086517334) | > loss_gen: 2.911036252975464 (2.8441502332687376) | > loss_kl: 1.8082225322723389 (1.7095414042472838) | > loss_feat: 6.93165922164917 (6.931500244140625) | > loss_mel: 19.861364364624023 (21.253659820556642) | > loss_duration: 2.2721145153045654 (2.2593496322631834) | > loss_1: 33.78439712524414 (34.99820060729981)  --> STEP: 11 | > loss_disc: 2.4560463428497314 (2.2644595449621026) | > loss_disc_real_0: 0.07867184281349182 (0.07603645527904684) | > loss_disc_real_1: 0.18351493775844574 (0.2244976664131338) | > loss_disc_real_2: 0.3122437298297882 (0.26019100980325177) | > loss_disc_real_3: 0.3204181492328644 (0.2871377088806846) | > loss_disc_real_4: 0.3189522325992584 (0.2445713593201204) | > loss_disc_real_5: 0.3648128807544708 (0.2697896794839339) | > loss_0: 2.4560463428497314 (2.2644595449621026) | > loss_gen: 2.985313653945923 (2.856983271512118) | > loss_kl: 2.216517925262451 (1.7556301788850264) | > loss_feat: 7.050877094268799 (6.942352685061368) | > loss_mel: 20.483078002929688 (21.183606928045098) | > loss_duration: 2.395432949066162 (2.2717208428816362) | > loss_1: 35.13121795654297 (35.01029309359464)  --> STEP: 12 | > loss_disc: 2.2118115425109863 (2.2600722114245095) | > loss_disc_real_0: 0.08574707806110382 (0.07684567384421825) | > loss_disc_real_1: 0.2616877853870392 (0.2275968429942926) | > loss_disc_real_2: 0.3059922754764557 (0.2640077819426854) | > loss_disc_real_3: 0.30616864562034607 (0.2887236202756564) | > loss_disc_real_4: 0.23599490523338318 (0.2438566548128923) | > loss_disc_real_5: 0.3511144816875458 (0.2765667463342349) | > loss_0: 2.2118115425109863 (2.2600722114245095) | > loss_gen: 3.2655091285705566 (2.891027092933655) | > loss_kl: 1.457165241241455 (1.7307581007480621) | > loss_feat: 6.27569055557251 (6.886797507603963) | > loss_mel: 22.024581909179688 (21.25368817647298) | > loss_duration: 2.2027158737182617 (2.2659704287846885) | > loss_1: 35.22566604614258 (35.0282408396403)  --> STEP: 13 | > loss_disc: 2.168647050857544 (2.2530395067655125) | > loss_disc_real_0: 0.08239887654781342 (0.07727284328295635) | > loss_disc_real_1: 0.2337568998336792 (0.22807069352039924) | > loss_disc_real_2: 0.17676644027233124 (0.25729690950650436) | > loss_disc_real_3: 0.2360839992761612 (0.2846744186603106) | > loss_disc_real_4: 0.19988088309764862 (0.24047390314248893) | > loss_disc_real_5: 0.2854117155075073 (0.2772471285783328) | > loss_0: 2.168647050857544 (2.2530395067655125) | > loss_gen: 2.681800603866577 (2.874932747620803) | > loss_kl: 1.4081107378005981 (1.7059390728290265) | > loss_feat: 7.517116546630859 (6.935283587529109) | > loss_mel: 21.233739852905273 (21.252153690044697) | > loss_duration: 2.1324963569641113 (2.255703192490798) | > loss_1: 34.973262786865234 (35.0240117586576)  --> STEP: 14 | > loss_disc: 1.885443925857544 (2.2267826795578003) | > loss_disc_real_0: 0.09195803105831146 (0.07832178526691028) | > loss_disc_real_1: 0.22459827363491058 (0.22782266352857863) | > loss_disc_real_2: 0.187463641166687 (0.2523088189108031) | > loss_disc_real_3: 0.23439545929431915 (0.2810830644198827) | > loss_disc_real_4: 0.21741412580013275 (0.2388267761894635) | > loss_disc_real_5: 0.3469082713127136 (0.2822229244879314) | > loss_0: 1.885443925857544 (2.2267826795578003) | > loss_gen: 3.6632513999938965 (2.9312412227903093) | > loss_kl: 1.9935163259506226 (1.7264803051948547) | > loss_feat: 8.753520011901855 (7.065157617841448) | > loss_mel: 23.852373123168945 (21.437883649553573) | > loss_duration: 2.352202892303467 (2.262596028191703) | > loss_1: 40.614864349365234 (35.42335837227957)  --> STEP: 15 | > loss_disc: 2.4066293239593506 (2.238772455851237) | > loss_disc_real_0: 0.05915316939353943 (0.07704387754201888) | > loss_disc_real_1: 0.17403550446033478 (0.22423685292402903) | > loss_disc_real_2: 0.2515440583229065 (0.25225783487160996) | > loss_disc_real_3: 0.2873220145702362 (0.2814989944299062) | > loss_disc_real_4: 0.2540892958641052 (0.23984427750110626) | > loss_disc_real_5: 0.3589209020137787 (0.28733612298965455) | > loss_0: 2.4066293239593506 (2.238772455851237) | > loss_gen: 2.5855252742767334 (2.908193492889404) | > loss_kl: 1.7677695751190186 (1.729232923189799) | > loss_feat: 8.66457748413086 (7.171785608927409) | > loss_mel: 22.859756469726562 (21.532675170898436) | > loss_duration: 2.2557520866394043 (2.2621397654215496) | > loss_1: 38.13338088989258 (35.604026540120444)  --> STEP: 16 | > loss_disc: 2.1642205715179443 (2.234112963080406) | > loss_disc_real_0: 0.0878772884607315 (0.07772096572443843) | > loss_disc_real_1: 0.18054388463497162 (0.22150604240596294) | > loss_disc_real_2: 0.2427990436553955 (0.2516666604205966) | > loss_disc_real_3: 0.22197198867797852 (0.27777855657041073) | > loss_disc_real_4: 0.15512137115001678 (0.23454909585416317) | > loss_disc_real_5: 0.2239178568124771 (0.28337248135358095) | > loss_0: 2.1642205715179443 (2.234112963080406) | > loss_gen: 2.5510008335113525 (2.885868951678276) | > loss_kl: 1.7336297035217285 (1.7295077219605446) | > loss_feat: 8.46025562286377 (7.252314984798431) | > loss_mel: 20.947134017944336 (21.496078848838806) | > loss_duration: 2.348047971725464 (2.267509028315544) | > loss_1: 36.040069580078125 (35.6312792301178)  --> STEP: 17 | > loss_disc: 2.3525097370147705 (2.2410774791941925) | > loss_disc_real_0: 0.11415740847587585 (0.07986428588628769) | > loss_disc_real_1: 0.23309507966041565 (0.22218775047975428) | > loss_disc_real_2: 0.31002628803253174 (0.2550995796918869) | > loss_disc_real_3: 0.2446107119321823 (0.27582750688580904) | > loss_disc_real_4: 0.3638046383857727 (0.2421523630619049) | > loss_disc_real_5: 0.35199424624443054 (0.28740905575892506) | > loss_0: 2.3525097370147705 (2.2410774791941925) | > loss_gen: 3.382244825363159 (2.915067532483269) | > loss_kl: 1.9732987880706787 (1.7438483729081995) | > loss_feat: 7.331843376159668 (7.25699312546674) | > loss_mel: 21.241456985473633 (21.481101092170267) | > loss_duration: 2.330364942550659 (2.271206435035257) | > loss_1: 36.25920867919922 (35.66821625653435)  --> STEP: 18 | > loss_disc: 2.3572072982788086 (2.2475291358100042) | > loss_disc_real_0: 0.03484661877155304 (0.07736330437991354) | > loss_disc_real_1: 0.12240499258041382 (0.21664426392979091) | > loss_disc_real_2: 0.22392316162586212 (0.2533675564659966) | > loss_disc_real_3: 0.24032312631607056 (0.2738550412986014) | > loss_disc_real_4: 0.1729852706193924 (0.23830974681509864) | > loss_disc_real_5: 0.25047534704208374 (0.28535718305243385) | > loss_0: 2.3572072982788086 (2.2475291358100042) | > loss_gen: 2.1590211391448975 (2.873064955075582) | > loss_kl: 1.809238076210022 (1.7474811342027452) | > loss_feat: 7.163928985595703 (7.251822895473904) | > loss_mel: 22.455303192138672 (21.5352234310574) | > loss_duration: 2.2119321823120117 (2.2679134209950766) | > loss_1: 35.79942321777344 (35.675505532158745)  --> STEP: 19 | > loss_disc: 2.23905873298645 (2.2470833251350806) | > loss_disc_real_0: 0.07035622000694275 (0.07699451046554666) | > loss_disc_real_1: 0.1561146229505539 (0.21345849335193634) | > loss_disc_real_2: 0.22660237550735474 (0.2519588627313313) | > loss_disc_real_3: 0.27947428822517395 (0.27415079113684204) | > loss_disc_real_4: 0.25221216678619385 (0.23904145312936684) | > loss_disc_real_5: 0.24306951463222504 (0.2831315162934755) | > loss_0: 2.23905873298645 (2.2470833251350806) | > loss_gen: 2.6437034606933594 (2.8609932974765173) | > loss_kl: 1.5122101306915283 (1.735098449807418) | > loss_feat: 6.742084980010986 (7.224994584133751) | > loss_mel: 20.302465438842773 (21.47034143146716) | > loss_duration: 2.343677043914795 (2.2719009800961145) | > loss_1: 33.54413986206055 (35.56332839162726)  --> STEP: 20 | > loss_disc: 2.679940938949585 (2.2687262058258058) | > loss_disc_real_0: 0.13019691407680511 (0.07965463064610959) | > loss_disc_real_1: 0.2241981029510498 (0.21399547383189202) | > loss_disc_real_2: 0.32915064692497253 (0.2558184519410133) | > loss_disc_real_3: 0.32274749875068665 (0.27658062651753423) | > loss_disc_real_4: 0.31865906715393066 (0.24302233383059502) | > loss_disc_real_5: 0.304503470659256 (0.28420011401176454) | > loss_0: 2.679940938949585 (2.2687262058258058) | > loss_gen: 2.5351343154907227 (2.8447003483772275) | > loss_kl: 1.426438570022583 (1.7196654558181763) | > loss_feat: 4.379396438598633 (7.082714676856995) | > loss_mel: 18.88808250427246 (21.341228485107425) | > loss_duration: 2.3155159950256348 (2.2740817308425907) | > loss_1: 29.544565200805664 (35.26239023208618)  --> STEP: 21 | > loss_disc: 2.311856269836426 (2.27078001839774) | > loss_disc_real_0: 0.15720292925834656 (0.08334740677050181) | > loss_disc_real_1: 0.22565114498138428 (0.21455050579139165) | > loss_disc_real_2: 0.3580530285835266 (0.26068676511446637) | > loss_disc_real_3: 0.2838346064090729 (0.276926054131417) | > loss_disc_real_4: 0.18233464658260345 (0.24013244396164304) | > loss_disc_real_5: 0.1846979260444641 (0.2794619145847502) | > loss_0: 2.311856269836426 (2.27078001839774) | > loss_gen: 2.6525466442108154 (2.8355501719883507) | > loss_kl: 1.1954106092453003 (1.694700939314706) | > loss_feat: 6.613640785217285 (7.060377824874151) | > loss_mel: 19.731393814086914 (21.264569691249307) | > loss_duration: 2.1759376525878906 (2.2694082033066527) | > loss_1: 32.368927001953125 (35.12460626874651)  --> STEP: 22 | > loss_disc: 1.8883068561553955 (2.2533948746594517) | > loss_disc_real_0: 0.06877381354570389 (0.08268497071482918) | > loss_disc_real_1: 0.19088388979434967 (0.21347475051879883) | > loss_disc_real_2: 0.20969529449939728 (0.2583689709955996) | > loss_disc_real_3: 0.21521799266338348 (0.2741211422465064) | > loss_disc_real_4: 0.26712942123413086 (0.24135957929221066) | > loss_disc_real_5: 0.1818418651819229 (0.27502463961189444) | > loss_0: 1.8883068561553955 (2.2533948746594517) | > loss_gen: 2.9804787635803223 (2.8421378352425313) | > loss_kl: 1.707628607749939 (1.6952885606072166) | > loss_feat: 8.686344146728516 (7.1342853849584404) | > loss_mel: 24.451282501220703 (21.409420273520734) | > loss_duration: 2.1981358528137207 (2.2661685510115195) | > loss_1: 40.023868560791016 (35.34730000929399)  --> STEP: 23 | > loss_disc: 2.1589035987854004 (2.2492865583171016) | > loss_disc_real_0: 0.05668172240257263 (0.08155439470125281) | > loss_disc_real_1: 0.18744048476219177 (0.21234282592068549) | > loss_disc_real_2: 0.18695813417434692 (0.2552641520033712) | > loss_disc_real_3: 0.2882853150367737 (0.27473697584608325) | > loss_disc_real_4: 0.1938284933567047 (0.239293010338493) | > loss_disc_real_5: 0.18757715821266174 (0.2712225752032321) | > loss_0: 2.1589035987854004 (2.2492865583171016) | > loss_gen: 3.0290186405181885 (2.850263087645821) | > loss_kl: 1.8494963645935059 (1.7019932477370552) | > loss_feat: 9.462000846862793 (7.235490405041238) | > loss_mel: 20.198619842529297 (21.35677677652111) | > loss_duration: 2.3413450717926025 (2.269437095393306) | > loss_1: 36.8804817199707 (35.413960083671235)  --> STEP: 24 | > loss_disc: 2.137498617172241 (2.2446287274360657) | > loss_disc_real_0: 0.036469943821430206 (0.07967587591459353) | > loss_disc_real_1: 0.14863161742687225 (0.20968819223344326) | > loss_disc_real_2: 0.11700645834207535 (0.24950341476748386) | > loss_disc_real_3: 0.27634894847869873 (0.27480414137244225) | > loss_disc_real_4: 0.18542678654193878 (0.23704858434696993) | > loss_disc_real_5: 0.2279333621263504 (0.26941885799169535) | > loss_0: 2.137498617172241 (2.2446287274360657) | > loss_gen: 2.725851535797119 (2.8450792729854584) | > loss_kl: 1.7444640398025513 (1.7037628640731175) | > loss_feat: 8.933878898620605 (7.306256592273712) | > loss_mel: 21.629655838012695 (21.368146737416595) | > loss_duration: 2.4105677604675293 (2.275317539771399) | > loss_1: 37.444419860839844 (35.49856257438659)  --> STEP: 25 | > loss_disc: 2.1480345726013184 (2.2407649612426757) | > loss_disc_real_0: 0.07827740907669067 (0.07961993724107742) | > loss_disc_real_1: 0.12502053380012512 (0.20630148589611053) | > loss_disc_real_2: 0.2726370692253113 (0.25042876094579697) | > loss_disc_real_3: 0.2964979112148285 (0.2756718921661377) | > loss_disc_real_4: 0.2110346257686615 (0.23600802600383758) | > loss_disc_real_5: 0.23725126683712006 (0.2681321543455123) | > loss_0: 2.1480345726013184 (2.2407649612426757) | > loss_gen: 2.7225019931793213 (2.840176181793213) | > loss_kl: 1.5501255989074707 (1.6976173734664917) | > loss_feat: 7.903657913208008 (7.330152645111084) | > loss_mel: 20.329980850219727 (21.32662010192872) | > loss_duration: 2.3585598468780518 (2.278647232055665) | > loss_1: 34.86482620239258 (35.47321311950682)  --> STEP: 26 | > loss_disc: 2.334162712097168 (2.244357182429387) | > loss_disc_real_0: 0.09044863283634186 (0.08003642553320298) | > loss_disc_real_1: 0.177385151386261 (0.20518931918419325) | > loss_disc_real_2: 0.09589440375566483 (0.24448513182309958) | > loss_disc_real_3: 0.2538514733314514 (0.27483264528788054) | > loss_disc_real_4: 0.20546090602874756 (0.23483313677402642) | > loss_disc_real_5: 0.15082179009914398 (0.2636202172591135) | > loss_0: 2.334162712097168 (2.244357182429387) | > loss_gen: 2.2892463207244873 (2.818986571752108) | > loss_kl: 2.114118814468384 (1.7136366596588721) | > loss_feat: 14.776678085327148 (7.616557469734778) | > loss_mel: 25.205068588256836 (21.475791197556724) | > loss_duration: 2.3552145957946777 (2.2815921306610116) | > loss_1: 46.74032211303711 (35.906563465411836) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023423249904926005 (+4.378648904653686e-05) | > avg_loss_disc: 2.244357182429387 (-0.03588292231926582) | > avg_loss_disc_real_0: 0.08003642553320298 (-0.0927467979490757) | > avg_loss_disc_real_1: 0.20518931918419325 (-0.029577739536762238) | > avg_loss_disc_real_2: 0.24448513182309958 (-0.040284462846242514) | > avg_loss_disc_real_3: 0.27483264528788054 (-0.0069846086777172744) | > avg_loss_disc_real_4: 0.23483313677402642 (+0.0023035326829323466) | > avg_loss_disc_real_5: 0.2636202172591135 (+0.018328132251134166) | > avg_loss_0: 2.244357182429387 (-0.03588292231926582) | > avg_loss_gen: 2.818986571752108 (-0.18337547779083252) | > avg_loss_kl: 1.7136366596588721 (+0.11065195615474988) | > avg_loss_feat: 7.616557469734778 (+0.5441645842332106) | > avg_loss_mel: 21.475791197556724 (+0.04449660961445545) | > avg_loss_duration: 2.2815921306610116 (+0.021288780065684243) | > avg_loss_1: 35.906563465411836 (+0.5372258699857184)  > EPOCH: 32/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:21:56)   --> TIME: 2024-06-10 16:22:02 -- STEP: 14/330 -- GLOBAL_STEP: 98575 | > loss_disc: 2.3517675399780273 (2.3222079787935535) | > loss_disc_real_0: 0.13358178734779358 (0.12064035662582942) | > loss_disc_real_1: 0.2386455088853836 (0.20419394437755858) | > loss_disc_real_2: 0.18843016028404236 (0.22549729687826975) | > loss_disc_real_3: 0.2760732173919678 (0.2241986809032304) | > loss_disc_real_4: 0.25027740001678467 (0.21344817642654693) | > loss_disc_real_5: 0.2132326066493988 (0.2084527611732483) | > loss_0: 2.3517675399780273 (2.3222079787935535) | > grad_norm_0: tensor(22.7424, device='cuda:0') (tensor(14.7450, device='cuda:0')) | > loss_gen: 2.6500916481018066 (2.554621492113386) | > loss_kl: 1.4978328943252563 (1.5192475318908691) | > loss_feat: 6.434273719787598 (6.474089520318167) | > loss_mel: 21.03804588317871 (20.88393756321498) | > loss_duration: 2.203303575515747 (2.290629710469927) | > loss_1: 33.82354736328125 (33.722525869097026) | > grad_norm_1: tensor(235.0538, device='cuda:0') (tensor(163.0091, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3311 (0.32923667771475656) | > loader_time: 0.0028 (0.0028991869517735074)  --> TIME: 2024-06-10 16:22:10 -- STEP: 39/330 -- GLOBAL_STEP: 98600 | > loss_disc: 2.082237720489502 (2.190942373031226) | > loss_disc_real_0: 0.1450253129005432 (0.11312629951116367) | > loss_disc_real_1: 0.23076926171779633 (0.20137171982190546) | > loss_disc_real_2: 0.18221169710159302 (0.21646507542866927) | > loss_disc_real_3: 0.20347817242145538 (0.21497468994213983) | > loss_disc_real_4: 0.17964202165603638 (0.20060638051766616) | > loss_disc_real_5: 0.19012042880058289 (0.20259908873301286) | > loss_0: 2.082237720489502 (2.190942373031226) | > grad_norm_0: tensor(30.7710, device='cuda:0') (tensor(15.7177, device='cuda:0')) | > loss_gen: 2.7825095653533936 (2.727960941119071) | > loss_kl: 1.5176197290420532 (1.4849027945445135) | > loss_feat: 7.901391983032227 (7.109163797818697) | > loss_mel: 20.948673248291016 (21.094461489946415) | > loss_duration: 2.1207165718078613 (2.190329955174373) | > loss_1: 35.270912170410156 (34.60681900611291) | > grad_norm_1: tensor(425.2608, device='cuda:0') (tensor(185.3964, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3387 (0.34263228758787495) | > loader_time: 0.0032 (0.003003682845678085)  --> TIME: 2024-06-10 16:22:20 -- STEP: 64/330 -- GLOBAL_STEP: 98625 | > loss_disc: 2.2031073570251465 (2.1939503271132708) | > loss_disc_real_0: 0.121687151491642 (0.11157385190017521) | > loss_disc_real_1: 0.23067934811115265 (0.2024065237492323) | > loss_disc_real_2: 0.22059021890163422 (0.21604233654215932) | > loss_disc_real_3: 0.2267644703388214 (0.21576171997003257) | > loss_disc_real_4: 0.1950027495622635 (0.2033581614959985) | > loss_disc_real_5: 0.22322043776512146 (0.20388038456439972) | > loss_0: 2.2031073570251465 (2.1939503271132708) | > grad_norm_0: tensor(15.7254, device='cuda:0') (tensor(19.2040, device='cuda:0')) | > loss_gen: 2.764404535293579 (2.7188377603888503) | > loss_kl: 1.455905556678772 (1.479842621833086) | > loss_feat: 7.044214248657227 (7.166104421019554) | > loss_mel: 20.90476417541504 (21.078220546245575) | > loss_duration: 2.100531816482544 (2.1546595543622975) | > loss_1: 34.26982116699219 (34.59766486287117) | > grad_norm_1: tensor(189.6020, device='cuda:0') (tensor(209.4180, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3504 (0.34866546094417566) | > loader_time: 0.0035 (0.0032885894179344177)  --> TIME: 2024-06-10 16:22:29 -- STEP: 89/330 -- GLOBAL_STEP: 98650 | > loss_disc: 2.1223483085632324 (2.1865389306893515) | > loss_disc_real_0: 0.10446334630250931 (0.11154142206304529) | > loss_disc_real_1: 0.18924452364444733 (0.20109683459394434) | > loss_disc_real_2: 0.19534975290298462 (0.21366217849629648) | > loss_disc_real_3: 0.20511624217033386 (0.21453092540248056) | > loss_disc_real_4: 0.18450048565864563 (0.20365332619527746) | > loss_disc_real_5: 0.20858736336231232 (0.20428336905629452) | > loss_0: 2.1223483085632324 (2.1865389306893515) | > grad_norm_0: tensor(8.9126, device='cuda:0') (tensor(17.7281, device='cuda:0')) | > loss_gen: 2.69341778755188 (2.7158770320120813) | > loss_kl: 1.427443265914917 (1.4735645913006215) | > loss_feat: 7.750734806060791 (7.237660761629598) | > loss_mel: 21.280773162841797 (21.093569530529923) | > loss_duration: 2.1360836029052734 (2.1388656369755785) | > loss_1: 35.2884521484375 (34.65953747610028) | > grad_norm_1: tensor(147.0438, device='cuda:0') (tensor(199.7217, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3657 (0.3530573764543855) | > loader_time: 0.0032 (0.0034352447209733254)  --> TIME: 2024-06-10 16:22:38 -- STEP: 114/330 -- GLOBAL_STEP: 98675 | > loss_disc: 2.2035605907440186 (2.183853546778362) | > loss_disc_real_0: 0.10901657491922379 (0.11281385468809228) | > loss_disc_real_1: 0.16108036041259766 (0.20179363588492075) | > loss_disc_real_2: 0.20366084575653076 (0.21348961782560014) | > loss_disc_real_3: 0.17473457753658295 (0.213442233701547) | > loss_disc_real_4: 0.1714940071105957 (0.20315457344578017) | > loss_disc_real_5: 0.1735735386610031 (0.20369761672459152) | > loss_0: 2.2035605907440186 (2.183853546778362) | > grad_norm_0: tensor(13.8337, device='cuda:0') (tensor(16.7000, device='cuda:0')) | > loss_gen: 2.5161776542663574 (2.7173870655528276) | > loss_kl: 1.4957947731018066 (1.4704528262740688) | > loss_feat: 7.3040618896484375 (7.2804537739670065) | > loss_mel: 21.005332946777344 (21.066445936236466) | > loss_duration: 2.1249990463256836 (2.132737393964801) | > loss_1: 34.44636535644531 (34.66747693848191) | > grad_norm_1: tensor(147.6941, device='cuda:0') (tensor(195.8573, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3897 (0.356686414333812) | > loader_time: 0.0036 (0.0035476559086849817)  --> TIME: 2024-06-10 16:22:48 -- STEP: 139/330 -- GLOBAL_STEP: 98700 | > loss_disc: 2.2588624954223633 (2.1930051570316027) | > loss_disc_real_0: 0.12553605437278748 (0.11287173859292654) | > loss_disc_real_1: 0.19816987216472626 (0.20209457773527653) | > loss_disc_real_2: 0.1986769139766693 (0.21425031007622644) | > loss_disc_real_3: 0.20519660413265228 (0.21472624951986957) | > loss_disc_real_4: 0.17128387093544006 (0.20411906246658704) | > loss_disc_real_5: 0.1755177229642868 (0.20496992713255854) | > loss_0: 2.2588624954223633 (2.1930051570316027) | > grad_norm_0: tensor(16.5472, device='cuda:0') (tensor(16.3344, device='cuda:0')) | > loss_gen: 2.5747270584106445 (2.7083968121370816) | > loss_kl: 1.5283151865005493 (1.469040085085862) | > loss_feat: 7.46342658996582 (7.245511631313845) | > loss_mel: 20.481502532958984 (21.080295068754566) | > loss_duration: 2.189512252807617 (2.133035822737989) | > loss_1: 34.23748016357422 (34.636279442327485) | > grad_norm_1: tensor(256.8956, device='cuda:0') (tensor(192.7688, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.362 (0.3582507054582774) | > loader_time: 0.004 (0.0036630956389063552)  --> TIME: 2024-06-10 16:22:57 -- STEP: 164/330 -- GLOBAL_STEP: 98725 | > loss_disc: 2.383336067199707 (2.194002446604939) | > loss_disc_real_0: 0.1641470193862915 (0.11295142388198434) | > loss_disc_real_1: 0.22668693959712982 (0.20283264376041366) | > loss_disc_real_2: 0.23580898344516754 (0.21326882582975598) | > loss_disc_real_3: 0.248494490981102 (0.21449690175856032) | > loss_disc_real_4: 0.2406618893146515 (0.20437697012250017) | > loss_disc_real_5: 0.23124055564403534 (0.20468414111471767) | > loss_0: 2.383336067199707 (2.194002446604939) | > grad_norm_0: tensor(18.8564, device='cuda:0') (tensor(15.5756, device='cuda:0')) | > loss_gen: 2.634690761566162 (2.703001359613931) | > loss_kl: 1.454335331916809 (1.46500373904298) | > loss_feat: 7.419062614440918 (7.251424388187687) | > loss_mel: 21.278564453125 (21.075823981587476) | > loss_duration: 2.2183477878570557 (2.1325430041406213) | > loss_1: 35.005001068115234 (34.627796580151816) | > grad_norm_1: tensor(294.3002, device='cuda:0') (tensor(194.8164, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3721 (0.3599162101745606) | > loader_time: 0.0047 (0.0037658069191909417)  --> TIME: 2024-06-10 16:23:07 -- STEP: 189/330 -- GLOBAL_STEP: 98750 | > loss_disc: 2.105835199356079 (2.1976266273115055) | > loss_disc_real_0: 0.0777670219540596 (0.11340747501641985) | > loss_disc_real_1: 0.1894022524356842 (0.2023823555342104) | > loss_disc_real_2: 0.21700242161750793 (0.21337699732452473) | > loss_disc_real_3: 0.2220582664012909 (0.21423616075011157) | > loss_disc_real_4: 0.22066503763198853 (0.20413540508696643) | > loss_disc_real_5: 0.19363908469676971 (0.20485667908002467) | > loss_0: 2.105835199356079 (2.1976266273115055) | > grad_norm_0: tensor(23.1315, device='cuda:0') (tensor(15.6589, device='cuda:0')) | > loss_gen: 2.8205819129943848 (2.697246419058906) | > loss_kl: 1.577852725982666 (1.4651228315615783) | > loss_feat: 7.536803722381592 (7.252926077161517) | > loss_mel: 21.2198486328125 (21.100398260449612) | > loss_duration: 2.181544303894043 (2.1367451879713273) | > loss_1: 35.336631774902344 (34.65243896605477) | > grad_norm_1: tensor(226.5814, device='cuda:0') (tensor(195.4041, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3745 (0.36214829374242713) | > loader_time: 0.0049 (0.0038561291164822048)  --> TIME: 2024-06-10 16:23:17 -- STEP: 214/330 -- GLOBAL_STEP: 98775 | > loss_disc: 2.2229342460632324 (2.196297424975958) | > loss_disc_real_0: 0.13195793330669403 (0.11356771176802778) | > loss_disc_real_1: 0.2026561200618744 (0.2017622287863883) | > loss_disc_real_2: 0.2214585542678833 (0.21285594164211058) | > loss_disc_real_3: 0.2497926652431488 (0.2141807579966349) | > loss_disc_real_4: 0.2601408064365387 (0.2048533213472812) | > loss_disc_real_5: 0.23798204958438873 (0.20510797648229337) | > loss_0: 2.2229342460632324 (2.196297424975958) | > grad_norm_0: tensor(10.8475, device='cuda:0') (tensor(15.3781, device='cuda:0')) | > loss_gen: 2.7310404777526855 (2.698770966485282) | > loss_kl: 1.3014942407608032 (1.467171989311682) | > loss_feat: 7.026996612548828 (7.285831669780696) | > loss_mel: 20.53788185119629 (21.10148047509595) | > loss_duration: 2.217482089996338 (2.1408779687970605) | > loss_1: 33.81489562988281 (34.69413330398987) | > grad_norm_1: tensor(53.8464, device='cuda:0') (tensor(192.4707, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.3992 (0.3651512426750682) | > loader_time: 0.0048 (0.003965619568512818)  --> TIME: 2024-06-10 16:23:27 -- STEP: 239/330 -- GLOBAL_STEP: 98800 | > loss_disc: 2.1633009910583496 (2.1956553409289135) | > loss_disc_real_0: 0.16319072246551514 (0.1143966286626321) | > loss_disc_real_1: 0.2103610783815384 (0.2029426950166415) | > loss_disc_real_2: 0.19377955794334412 (0.21246679258147044) | > loss_disc_real_3: 0.1966986060142517 (0.21350854473133965) | > loss_disc_real_4: 0.2021489292383194 (0.20470938884563525) | > loss_disc_real_5: 0.2081729620695114 (0.20480876063702003) | > loss_0: 2.1633009910583496 (2.1956553409289135) | > grad_norm_0: tensor(25.7940, device='cuda:0') (tensor(15.4625, device='cuda:0')) | > loss_gen: 2.626922369003296 (2.6995524512175235) | > loss_kl: 1.4489974975585938 (1.468361923385365) | > loss_feat: 7.297842025756836 (7.297889988791494) | > loss_mel: 21.03031349182129 (21.067864621533513) | > loss_duration: 2.168584108352661 (2.14753642341582) | > loss_1: 34.57265853881836 (34.68120561384257) | > grad_norm_1: tensor(343.2668, device='cuda:0') (tensor(191.6384, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.4221 (0.3693504662693295) | > loader_time: 0.0051 (0.004109204064852025)  --> TIME: 2024-06-10 16:23:38 -- STEP: 264/330 -- GLOBAL_STEP: 98825 | > loss_disc: 2.178251266479492 (2.193364281997538) | > loss_disc_real_0: 0.14850707352161407 (0.1141238020958774) | > loss_disc_real_1: 0.3024439811706543 (0.2039862714820739) | > loss_disc_real_2: 0.256862074136734 (0.21229542413670005) | > loss_disc_real_3: 0.1827286034822464 (0.21329150873829017) | > loss_disc_real_4: 0.18828676640987396 (0.2048424475572326) | > loss_disc_real_5: 0.2042505443096161 (0.2047381224392942) | > loss_0: 2.178251266479492 (2.193364281997538) | > grad_norm_0: tensor(29.3124, device='cuda:0') (tensor(16.1749, device='cuda:0')) | > loss_gen: 2.7394020557403564 (2.703758182850751) | > loss_kl: 1.546821117401123 (1.468470018018376) | > loss_feat: 6.82283878326416 (7.328736841678619) | > loss_mel: 19.889799118041992 (21.02188358162389) | > loss_duration: 2.2437777519226074 (2.1531487477548206) | > loss_1: 33.242637634277344 (34.67599758234891) | > grad_norm_1: tensor(218.8628, device='cuda:0') (tensor(193.7296, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.4279 (0.37426710760954657) | > loader_time: 0.0054 (0.00424723733555187)  --> TIME: 2024-06-10 16:23:49 -- STEP: 289/330 -- GLOBAL_STEP: 98850 | > loss_disc: 2.192265033721924 (2.193418405047752) | > loss_disc_real_0: 0.07950221002101898 (0.113759505759061) | > loss_disc_real_1: 0.15694884955883026 (0.2047609799770335) | > loss_disc_real_2: 0.20847657322883606 (0.21226186993625337) | > loss_disc_real_3: 0.21498852968215942 (0.213058540874699) | > loss_disc_real_4: 0.2469215840101242 (0.20508897020948802) | > loss_disc_real_5: 0.1859443634748459 (0.20425650322726033) | > loss_0: 2.192265033721924 (2.193418405047752) | > grad_norm_0: tensor(8.7393, device='cuda:0') (tensor(16.8156, device='cuda:0')) | > loss_gen: 2.8153328895568848 (2.707418224803304) | > loss_kl: 1.339077115058899 (1.468144062481125) | > loss_feat: 7.916928291320801 (7.360006429744839) | > loss_mel: 20.160646438598633 (20.99611977969899) | > loss_duration: 2.290587902069092 (2.1605977467599633) | > loss_1: 34.52257537841797 (34.69228643529556) | > grad_norm_1: tensor(85.7034, device='cuda:0') (tensor(198.4268, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.4473 (0.379913940561684) | > loader_time: 0.0064 (0.0044093511508822856)  --> TIME: 2024-06-10 16:24:01 -- STEP: 314/330 -- GLOBAL_STEP: 98875 | > loss_disc: 2.8656868934631348 (2.190413121205229) | > loss_disc_real_0: 0.23413978517055511 (0.11367651517651263) | > loss_disc_real_1: 0.20323777198791504 (0.20515500421926466) | > loss_disc_real_2: 0.23970763385295868 (0.2121609121466139) | > loss_disc_real_3: 0.26684993505477905 (0.21338305423024354) | > loss_disc_real_4: 0.3832288384437561 (0.2042288020680285) | > loss_disc_real_5: 0.21315214037895203 (0.20460419437498048) | > loss_0: 2.8656868934631348 (2.190413121205229) | > grad_norm_0: tensor(75.2126, device='cuda:0') (tensor(16.8552, device='cuda:0')) | > loss_gen: 2.5845048427581787 (2.736542194512239) | > loss_kl: 1.365546703338623 (1.463899314023887) | > loss_feat: 7.55024528503418 (7.459730432291699) | > loss_mel: 21.117164611816406 (20.98379372031825) | > loss_duration: 2.3551127910614014 (2.1720427343040503) | > loss_1: 34.97257614135742 (34.81600855566134) | > grad_norm_1: tensor(150.5161, device='cuda:0') (tensor(199.6399, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.5565 (0.38860991957840646) | > loader_time: 0.008 (0.004590726202460612)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.9379351139068604 (2.9379351139068604) | > loss_disc_real_0: 0.1989126205444336 (0.1989126205444336) | > loss_disc_real_1: 0.3144778907299042 (0.3144778907299042) | > loss_disc_real_2: 0.28122469782829285 (0.28122469782829285) | > loss_disc_real_3: 0.26618215441703796 (0.26618215441703796) | > loss_disc_real_4: 0.2261151671409607 (0.2261151671409607) | > loss_disc_real_5: 0.19415774941444397 (0.19415774941444397) | > loss_0: 2.9379351139068604 (2.9379351139068604) | > loss_gen: 2.374159097671509 (2.374159097671509) | > loss_kl: 1.279999852180481 (1.279999852180481) | > loss_feat: 5.916142463684082 (5.916142463684082) | > loss_mel: 18.239362716674805 (18.239362716674805) | > loss_duration: 2.708040475845337 (2.708040475845337) | > loss_1: 30.517704010009766 (30.517704010009766)  --> STEP: 1 | > loss_disc: 2.8909153938293457 (2.8909153938293457) | > loss_disc_real_0: 0.12321657687425613 (0.12321657687425613) | > loss_disc_real_1: 0.1756797432899475 (0.1756797432899475) | > loss_disc_real_2: 0.25805187225341797 (0.25805187225341797) | > loss_disc_real_3: 0.334181010723114 (0.334181010723114) | > loss_disc_real_4: 0.289779394865036 (0.289779394865036) | > loss_disc_real_5: 0.41657012701034546 (0.41657012701034546) | > loss_0: 2.8909153938293457 (2.8909153938293457) | > loss_gen: 2.5612380504608154 (2.5612380504608154) | > loss_kl: 1.1255899667739868 (1.1255899667739868) | > loss_feat: 6.053102016448975 (6.053102016448975) | > loss_mel: 21.561445236206055 (21.561445236206055) | > loss_duration: 2.260300636291504 (2.260300636291504) | > loss_1: 33.561676025390625 (33.561676025390625)  --> STEP: 2 | > loss_disc: 2.6198410987854004 (2.755378246307373) | > loss_disc_real_0: 0.2852206230163574 (0.20421859994530678) | > loss_disc_real_1: 0.249107226729393 (0.21239348500967026) | > loss_disc_real_2: 0.2959572970867157 (0.27700458467006683) | > loss_disc_real_3: 0.2374778538942337 (0.28582943230867386) | > loss_disc_real_4: 0.2519027590751648 (0.2708410769701004) | > loss_disc_real_5: 0.32164064049720764 (0.36910538375377655) | > loss_0: 2.6198410987854004 (2.755378246307373) | > loss_gen: 2.735253095626831 (2.6482455730438232) | > loss_kl: 2.1417815685272217 (1.6336857676506042) | > loss_feat: 5.5120110511779785 (5.782556533813477) | > loss_mel: 21.164934158325195 (21.363189697265625) | > loss_duration: 2.3481216430664062 (2.304211139678955) | > loss_1: 33.902099609375 (33.73188781738281)  --> STEP: 3 | > loss_disc: 2.850365400314331 (2.787040630976359) | > loss_disc_real_0: 0.13757064938545227 (0.18200261642535528) | > loss_disc_real_1: 0.22883057594299316 (0.2178725153207779) | > loss_disc_real_2: 0.31927725672721863 (0.2910954753557841) | > loss_disc_real_3: 0.3872665464878082 (0.31964180370171863) | > loss_disc_real_4: 0.23084616661071777 (0.2575094401836395) | > loss_disc_real_5: 0.3283725380897522 (0.3555277685324351) | > loss_0: 2.850365400314331 (2.787040630976359) | > loss_gen: 2.7059590816497803 (2.667483409245809) | > loss_kl: 1.7652804851531982 (1.6775506734848022) | > loss_feat: 6.492499351501465 (6.019204139709473) | > loss_mel: 18.884668350219727 (20.537015914916992) | > loss_duration: 2.177262544631958 (2.261894941329956) | > loss_1: 32.02566909790039 (33.16314824422201)  --> STEP: 4 | > loss_disc: 2.517606258392334 (2.719682037830353) | > loss_disc_real_0: 0.17104722559452057 (0.1792637687176466) | > loss_disc_real_1: 0.2853829860687256 (0.23475013300776482) | > loss_disc_real_2: 0.27160364389419556 (0.28622251749038696) | > loss_disc_real_3: 0.3146544396877289 (0.3183949626982212) | > loss_disc_real_4: 0.2393774688243866 (0.2529764473438263) | > loss_disc_real_5: 0.20162749290466309 (0.3170526996254921) | > loss_0: 2.517606258392334 (2.719682037830353) | > loss_gen: 2.7753653526306152 (2.6944538950920105) | > loss_kl: 1.6455857753753662 (1.6695594489574432) | > loss_feat: 7.292631149291992 (6.3375608921051025) | > loss_mel: 21.14875602722168 (20.689950942993164) | > loss_duration: 2.2491960525512695 (2.2587202191352844) | > loss_1: 35.111534118652344 (33.65024471282959)  --> STEP: 5 | > loss_disc: 2.8721985816955566 (2.7501853466033936) | > loss_disc_real_0: 0.3076322674751282 (0.2049374684691429) | > loss_disc_real_1: 0.2777572274208069 (0.24335155189037322) | > loss_disc_real_2: 0.25119099020957947 (0.2792162120342255) | > loss_disc_real_3: 0.3117567300796509 (0.3170673161745071) | > loss_disc_real_4: 0.3080291748046875 (0.2639869928359985) | > loss_disc_real_5: 0.31766214966773987 (0.31717458963394163) | > loss_0: 2.8721985816955566 (2.7501853466033936) | > loss_gen: 2.4548637866973877 (2.646535873413086) | > loss_kl: 1.5006035566329956 (1.6357682704925538) | > loss_feat: 4.772550106048584 (6.024558734893799) | > loss_mel: 20.342058181762695 (20.62037239074707) | > loss_duration: 2.3861663341522217 (2.284209442138672) | > loss_1: 31.456241607666016 (33.21144409179688)  --> STEP: 6 | > loss_disc: 2.7552454471588135 (2.7510286966959634) | > loss_disc_real_0: 0.15460079908370972 (0.19654802357157072) | > loss_disc_real_1: 0.3720549941062927 (0.26480212559302646) | > loss_disc_real_2: 0.3498890697956085 (0.2909950216611226) | > loss_disc_real_3: 0.2536744773387909 (0.3065018430352211) | > loss_disc_real_4: 0.22610104084014893 (0.25767266750335693) | > loss_disc_real_5: 0.31888070702552795 (0.31745894253253937) | > loss_0: 2.7552454471588135 (2.7510286966959634) | > loss_gen: 2.6080851554870605 (2.640127420425415) | > loss_kl: 0.7767740488052368 (1.492602566878001) | > loss_feat: 5.818711757659912 (5.990250905354817) | > loss_mel: 23.05243492126465 (21.025716145833332) | > loss_duration: 2.0720224380493164 (2.248844941457113) | > loss_1: 34.328025817871094 (33.39754104614258)  --> STEP: 7 | > loss_disc: 2.727687120437622 (2.747694185801915) | > loss_disc_real_0: 0.10096418857574463 (0.18289319000073842) | > loss_disc_real_1: 0.318828284740448 (0.2725201483283724) | > loss_disc_real_2: 0.3112626075744629 (0.29389039107731413) | > loss_disc_real_3: 0.25946295261383057 (0.299782001546451) | > loss_disc_real_4: 0.25752973556518555 (0.2576522486550467) | > loss_disc_real_5: 0.4181280732154846 (0.33184024691581726) | > loss_0: 2.727687120437622 (2.747694185801915) | > loss_gen: 2.611006021499634 (2.6359672205788747) | > loss_kl: 2.3701062202453613 (1.6179602316447668) | > loss_feat: 5.501195907592773 (5.920385905674526) | > loss_mel: 19.910030364990234 (20.86633246285575) | > loss_duration: 2.3826417922973633 (2.267958777291434) | > loss_1: 32.77497863769531 (33.30860355922154)  --> STEP: 8 | > loss_disc: 2.3506479263305664 (2.698063403367996) | > loss_disc_real_0: 0.09867292642593384 (0.17236565705388784) | > loss_disc_real_1: 0.2205776423215866 (0.2660273350775242) | > loss_disc_real_2: 0.19617658853530884 (0.28167616575956345) | > loss_disc_real_3: 0.23806998133659363 (0.29206799902021885) | > loss_disc_real_4: 0.17310477793216705 (0.24708381481468675) | > loss_disc_real_5: 0.2646220326423645 (0.32343797013163567) | > loss_0: 2.3506479263305664 (2.698063403367996) | > loss_gen: 2.6895573139190674 (2.642665982246399) | > loss_kl: 2.3684966564178467 (1.7117772847414017) | > loss_feat: 8.796290397644043 (6.279873967170715) | > loss_mel: 22.248905181884766 (21.039154052734375) | > loss_duration: 2.191763401031494 (2.2584343552589417) | > loss_1: 38.295013427734375 (33.931904792785645)  --> STEP: 9 | > loss_disc: 2.906219244003296 (2.721191830105252) | > loss_disc_real_0: 0.14648570120334625 (0.16949010640382767) | > loss_disc_real_1: 0.3092745840549469 (0.2708325849639045) | > loss_disc_real_2: 0.2951793968677521 (0.2831765247715844) | > loss_disc_real_3: 0.3117479681968689 (0.29425466226206887) | > loss_disc_real_4: 0.26953044533729553 (0.24957788487275442) | > loss_disc_real_5: 0.44089511036872864 (0.3364887634913127) | > loss_0: 2.906219244003296 (2.721191830105252) | > loss_gen: 2.849177360534668 (2.6656116909450955) | > loss_kl: 1.273118019104004 (1.6630373663372464) | > loss_feat: 8.597249984741211 (6.537360191345215) | > loss_mel: 21.71506118774414 (21.114254845513237) | > loss_duration: 2.1469273567199707 (2.2460446887546115) | > loss_1: 36.58153533935547 (34.22630818684896)  --> STEP: 10 | > loss_disc: 3.0631933212280273 (2.755391979217529) | > loss_disc_real_0: 0.3045772612094879 (0.1829988218843937) | > loss_disc_real_1: 0.18905512988567352 (0.26265483945608137) | > loss_disc_real_2: 0.33669543266296387 (0.28852841556072234) | > loss_disc_real_3: 0.2773774266242981 (0.29256693869829176) | > loss_disc_real_4: 0.3167434334754944 (0.2562944397330284) | > loss_disc_real_5: 0.41856029629707336 (0.3446959167718887) | > loss_0: 3.0631933212280273 (2.755391979217529) | > loss_gen: 2.325716972351074 (2.6316222190856933) | > loss_kl: 1.4056321382522583 (1.6372968435287476) | > loss_feat: 4.050237655639648 (6.288647937774658) | > loss_mel: 15.755949974060059 (20.57842435836792) | > loss_duration: 2.184326648712158 (2.2398728847503664) | > loss_1: 25.72186279296875 (33.37586364746094)  --> STEP: 11 | > loss_disc: 2.7741165161132812 (2.757094209844416) | > loss_disc_real_0: 0.22541019320487976 (0.18685440109534698) | > loss_disc_real_1: 0.3367915451526642 (0.2693945399739526) | > loss_disc_real_2: 0.40372341871261597 (0.2990006885745309) | > loss_disc_real_3: 0.3044707477092743 (0.29364910315383563) | > loss_disc_real_4: 0.2236792892217636 (0.25332942605018616) | > loss_disc_real_5: 0.19607321918010712 (0.33118476244536316) | > loss_0: 2.7741165161132812 (2.757094209844416) | > loss_gen: 3.0441832542419434 (2.6691277677362617) | > loss_kl: 1.2871326208114624 (1.6054637323726306) | > loss_feat: 7.34651517868042 (6.384817686947909) | > loss_mel: 20.161611557006836 (20.540532285516914) | > loss_duration: 2.434967279434204 (2.257608738812533) | > loss_1: 34.274410247802734 (33.45754970203746)  --> STEP: 12 | > loss_disc: 2.3878955841064453 (2.726327657699585) | > loss_disc_real_0: 0.07626356184482574 (0.1776384978244702) | > loss_disc_real_1: 0.17780357599258423 (0.26176195964217186) | > loss_disc_real_2: 0.33638009428977966 (0.3021156390508016) | > loss_disc_real_3: 0.21731430292129517 (0.2872878698011239) | > loss_disc_real_4: 0.1737043857574463 (0.24669400602579117) | > loss_disc_real_5: 0.2698265314102173 (0.3260715765257677) | > loss_0: 2.3878955841064453 (2.726327657699585) | > loss_gen: 2.6617372035980225 (2.6685118873914084) | > loss_kl: 1.231704592704773 (1.5743171374003093) | > loss_feat: 6.6876606941223145 (6.410054604212443) | > loss_mel: 22.775575637817383 (20.72678589820862) | > loss_duration: 2.2302467823028564 (2.25532857577006) | > loss_1: 35.5869255065918 (33.63499768575032)  --> STEP: 13 | > loss_disc: 2.6038308143615723 (2.716904823596661) | > loss_disc_real_0: 0.1494574397802353 (0.17547072412875983) | > loss_disc_real_1: 0.20822890102863312 (0.25764403205651504) | > loss_disc_real_2: 0.26871180534362793 (0.299546113381019) | > loss_disc_real_3: 0.29320597648620605 (0.28774310877689946) | > loss_disc_real_4: 0.24287141859531403 (0.2463999608388314) | > loss_disc_real_5: 0.27941957116127014 (0.3224829607284986) | > loss_0: 2.6038308143615723 (2.716904823596661) | > loss_gen: 2.8678622245788574 (2.6838465287135196) | > loss_kl: 1.6102656126022339 (1.5770824047235341) | > loss_feat: 7.227187156677246 (6.472910954402043) | > loss_mel: 19.826770782470703 (20.657553966228782) | > loss_duration: 2.071666955947876 (2.2412007588606615) | > loss_1: 33.60375213623047 (33.6325941819411)  --> STEP: 14 | > loss_disc: 2.3915929794311523 (2.6936682632991245) | > loss_disc_real_0: 0.16001275181770325 (0.17436658324939863) | > loss_disc_real_1: 0.20840096473693848 (0.2541266701051167) | > loss_disc_real_2: 0.30278992652893066 (0.29977781432015554) | > loss_disc_real_3: 0.22653315961360931 (0.28337096955095015) | > loss_disc_real_4: 0.20133283734321594 (0.24318088058914458) | > loss_disc_real_5: 0.21427084505558014 (0.3147535238947187) | > loss_0: 2.3915929794311523 (2.6936682632991245) | > loss_gen: 2.846276044845581 (2.695448637008667) | > loss_kl: 1.5616964101791382 (1.5759834051132202) | > loss_feat: 6.642736434936523 (6.485041345868792) | > loss_mel: 22.718952178955078 (20.804796695709232) | > loss_duration: 2.2989661693573 (2.2453268596104214) | > loss_1: 36.068626403808594 (33.806596483503064)  --> STEP: 15 | > loss_disc: 2.8859305381774902 (2.7064857482910156) | > loss_disc_real_0: 0.2696710228919983 (0.18072021255890527) | > loss_disc_real_1: 0.28759774565696716 (0.2563580751419067) | > loss_disc_real_2: 0.2993864417076111 (0.2997517228126526) | > loss_disc_real_3: 0.29378703236579895 (0.2840653737386068) | > loss_disc_real_4: 0.2173813283443451 (0.24146091043949128) | > loss_disc_real_5: 0.268912672996521 (0.3116974671681722) | > loss_0: 2.8859305381774902 (2.7064857482910156) | > loss_gen: 2.846054792404175 (2.7054890473683675) | > loss_kl: 1.8351377248764038 (1.593260359764099) | > loss_feat: 7.504297733306885 (6.552991771697998) | > loss_mel: 20.363056182861328 (20.77534732818604) | > loss_duration: 2.290837049484253 (2.2483608722686768) | > loss_1: 34.83938217163086 (33.875448862711586)  --> STEP: 16 | > loss_disc: 2.8587162494659424 (2.7160001546144485) | > loss_disc_real_0: 0.14024443924427032 (0.1781904767267406) | > loss_disc_real_1: 0.3106483519077301 (0.2597512174397707) | > loss_disc_real_2: 0.36499151587486267 (0.3038292098790407) | > loss_disc_real_3: 0.2811868488788605 (0.2838854659348726) | > loss_disc_real_4: 0.19434240460395813 (0.23851600382477045) | > loss_disc_real_5: 0.2225523442029953 (0.30612589698284864) | > loss_0: 2.8587162494659424 (2.7160001546144485) | > loss_gen: 2.5912091732025146 (2.6983465552330017) | > loss_kl: 1.6459853649139404 (1.5965556725859642) | > loss_feat: 6.788360118865967 (6.567702293395996) | > loss_mel: 24.530824661254883 (21.01006466150284) | > loss_duration: 2.361732006072998 (2.255446568131447) | > loss_1: 37.918113708496094 (34.12811541557312)  --> STEP: 17 | > loss_disc: 2.71075177192688 (2.715691426221062) | > loss_disc_real_0: 0.2147940695285797 (0.18034362924449585) | > loss_disc_real_1: 0.18106940388679504 (0.25512287546606627) | > loss_disc_real_2: 0.37094420194625854 (0.30777715058887706) | > loss_disc_real_3: 0.23555436730384827 (0.2810424601330477) | > loss_disc_real_4: 0.21426047384738922 (0.23708920794374802) | > loss_disc_real_5: 0.24255646765232086 (0.30238651878693523) | > loss_0: 2.71075177192688 (2.715691426221062) | > loss_gen: 2.673734664916992 (2.6968987969791187) | > loss_kl: 1.6710920333862305 (1.6009401643977446) | > loss_feat: 5.91485595703125 (6.529299567727482) | > loss_mel: 20.28985595703125 (20.96769944359275) | > loss_duration: 2.3368678092956543 (2.260236052905812) | > loss_1: 32.88640594482422 (34.05507368199966)  --> STEP: 18 | > loss_disc: 2.5176150798797607 (2.7046871847576566) | > loss_disc_real_0: 0.1335216611623764 (0.1777424087954892) | > loss_disc_real_1: 0.1639764904975891 (0.25005918741226196) | > loss_disc_real_2: 0.22440069913864136 (0.3031451255083084) | > loss_disc_real_3: 0.19833959639072418 (0.2764478565918075) | > loss_disc_real_4: 0.20322953164577484 (0.23520811481608284) | > loss_disc_real_5: 0.2625618577003479 (0.3001740376154582) | > loss_0: 2.5176150798797607 (2.7046871847576566) | > loss_gen: 2.522475481033325 (2.687208612759908) | > loss_kl: 1.3138138055801392 (1.5849887000189886) | > loss_feat: 6.649725914001465 (6.535989920298259) | > loss_mel: 19.591598510742188 (20.89124939176772) | > loss_duration: 2.1746394634246826 (2.255480686823527) | > loss_1: 32.252254486083984 (33.95491706000434)  --> STEP: 19 | > loss_disc: 2.8910961151123047 (2.714498181092112) | > loss_disc_real_0: 0.18410271406173706 (0.1780771617042391) | > loss_disc_real_1: 0.1708659827709198 (0.24589112401008606) | > loss_disc_real_2: 0.24604707956314087 (0.30013996519540487) | > loss_disc_real_3: 0.22914880514144897 (0.2739584328312623) | > loss_disc_real_4: 0.20810183882713318 (0.2337814687114013) | > loss_disc_real_5: 0.22032709419727325 (0.2959715669092379) | > loss_0: 2.8910961151123047 (2.714498181092112) | > loss_gen: 2.444981575012207 (2.6744598212995028) | > loss_kl: 1.6357158422470093 (1.5876585496099371) | > loss_feat: 8.246164321899414 (6.625999099329898) | > loss_mel: 18.716461181640625 (20.77678685439261) | > loss_duration: 2.3074021339416504 (2.258213394566586) | > loss_1: 33.35072708129883 (33.92311758744089)  --> STEP: 20 | > loss_disc: 2.628174304962158 (2.710181987285614) | > loss_disc_real_0: 0.18032769858837128 (0.1781896885484457) | > loss_disc_real_1: 0.21036703884601593 (0.24411491975188254) | > loss_disc_real_2: 0.25036904215812683 (0.297651419043541) | > loss_disc_real_3: 0.21062327921390533 (0.27079167515039443) | > loss_disc_real_4: 0.23203308880329132 (0.23369404971599578) | > loss_disc_real_5: 0.28368449211120605 (0.29535721316933633) | > loss_0: 2.628174304962158 (2.710181987285614) | > loss_gen: 2.4453155994415283 (2.663002610206604) | > loss_kl: 1.5712970495224 (1.5868404746055602) | > loss_feat: 5.776782989501953 (6.583538293838501) | > loss_mel: 23.749713897705078 (20.925433206558232) | > loss_duration: 2.346769332885742 (2.262641191482544) | > loss_1: 35.88987731933594 (34.02145557403564)  --> STEP: 21 | > loss_disc: 2.803257465362549 (2.714614152908325) | > loss_disc_real_0: 0.17493706941604614 (0.17803480192309334) | > loss_disc_real_1: 0.25536471605300903 (0.24465062433765047) | > loss_disc_real_2: 0.30380213260650635 (0.2979443101655869) | > loss_disc_real_3: 0.31306689977645874 (0.2728047810849689) | > loss_disc_real_4: 0.24327018857002258 (0.2341500563280923) | > loss_disc_real_5: 0.2859203517436981 (0.2949078388157345) | > loss_0: 2.803257465362549 (2.714614152908325) | > loss_gen: 2.8484113216400146 (2.6718315964653376) | > loss_kl: 1.3750110864639282 (1.57675336088453) | > loss_feat: 5.703114986419678 (6.541613374437604) | > loss_mel: 18.528438568115234 (20.811290604727613) | > loss_duration: 2.1266207695007324 (2.256164028531029) | > loss_1: 30.58159637451172 (33.8576527550107)  --> STEP: 22 | > loss_disc: 2.60440731048584 (2.7096047509800303) | > loss_disc_real_0: 0.11491765826940536 (0.17516584084792572) | > loss_disc_real_1: 0.36260977387428284 (0.2500124038620429) | > loss_disc_real_2: 0.2780478298664093 (0.2970399246974425) | > loss_disc_real_3: 0.2728291451931 (0.27280588854442944) | > loss_disc_real_4: 0.23504160344600677 (0.2341905811970884) | > loss_disc_real_5: 0.19713878631591797 (0.29046379097483377) | > loss_0: 2.60440731048584 (2.7096047509800303) | > loss_gen: 2.951234817504883 (2.684531742876226) | > loss_kl: 1.3356369733810425 (1.5657935250889172) | > loss_feat: 8.435907363891602 (6.627717646685514) | > loss_mel: 22.051311492919922 (20.867655190554537) | > loss_duration: 2.117107391357422 (2.2498432722958652) | > loss_1: 36.89120101928711 (33.995541312477805)  --> STEP: 23 | > loss_disc: 2.8097119331359863 (2.713957237160724) | > loss_disc_real_0: 0.17483294010162354 (0.1751513669024343) | > loss_disc_real_1: 0.28225085139274597 (0.25141407549381256) | > loss_disc_real_2: 0.2412852644920349 (0.29461580903633783) | > loss_disc_real_3: 0.32317882776260376 (0.274996016336524) | > loss_disc_real_4: 0.3485012352466583 (0.23916060963402624) | > loss_disc_real_5: 0.3866349458694458 (0.29464514553546906) | > loss_0: 2.8097119331359863 (2.713957237160724) | > loss_gen: 2.7835662364959717 (2.6888375904249107) | > loss_kl: 1.8898903131484985 (1.57988468978716) | > loss_feat: 6.859832763671875 (6.637809608293616) | > loss_mel: 20.619407653808594 (20.85686181939167) | > loss_duration: 2.324493885040283 (2.25308895111084) | > loss_1: 34.47719192504883 (34.016482643459156)  --> STEP: 24 | > loss_disc: 2.791370391845703 (2.7171827852725983) | > loss_disc_real_0: 0.15279024839401245 (0.17421965363125005) | > loss_disc_real_1: 0.2258411943912506 (0.25034853878120583) | > loss_disc_real_2: 0.3205055892467499 (0.2956945498784383) | > loss_disc_real_3: 0.29297804832458496 (0.27574526766935986) | > loss_disc_real_4: 0.2537984251976013 (0.23977051861584187) | > loss_disc_real_5: 0.3082755208015442 (0.2952130778382222) | > loss_0: 2.791370391845703 (2.7171827852725983) | > loss_gen: 2.30780291557312 (2.6729611456394196) | > loss_kl: 1.466113567352295 (1.5751442263523738) | > loss_feat: 4.263481140136719 (6.538879255453746) | > loss_mel: 21.329076766967773 (20.87653744220734) | > loss_duration: 2.4330477714538574 (2.260587235291799) | > loss_1: 31.799522399902344 (33.92410929997762)  --> STEP: 25 | > loss_disc: 2.5753281116485596 (2.7115085983276366) | > loss_disc_real_0: 0.1315101683139801 (0.17251127421855927) | > loss_disc_real_1: 0.2215525358915329 (0.2491966986656189) | > loss_disc_real_2: 0.4694848954677582 (0.3026461637020111) | > loss_disc_real_3: 0.3096015751361847 (0.27709951996803284) | > loss_disc_real_4: 0.18746539950370789 (0.23767831385135652) | > loss_disc_real_5: 0.18296170234680176 (0.2907230228185654) | > loss_0: 2.5753281116485596 (2.7115085983276366) | > loss_gen: 3.2221388816833496 (2.6949282550811766) | > loss_kl: 1.7974544763565063 (1.584036636352539) | > loss_feat: 9.285260200500488 (6.648734493255615) | > loss_mel: 19.241817474365234 (20.811148643493656) | > loss_duration: 2.3230555057525635 (2.2630859661102294) | > loss_1: 35.86972427368164 (34.001933898925785)  --> STEP: 26 | > loss_disc: 2.524498462677002 (2.7043159008026123) | > loss_disc_real_0: 0.1832062005996704 (0.1729226175409097) | > loss_disc_real_1: 0.14823828637599945 (0.24531368280832583) | > loss_disc_real_2: 0.280639111995697 (0.3017997386363836) | > loss_disc_real_3: 0.20261667668819427 (0.27423479522650057) | > loss_disc_real_4: 0.19579046964645386 (0.2360672429203987) | > loss_disc_real_5: 0.19337905943393707 (0.2869790242268489) | > loss_0: 2.524498462677002 (2.7043159008026123) | > loss_gen: 2.6559689044952393 (2.6934298185201793) | > loss_kl: 1.931609034538269 (1.5974048055135286) | > loss_feat: 8.192148208618164 (6.708096559231098) | > loss_mel: 23.413497924804688 (20.91123900046716) | > loss_duration: 2.336287498474121 (2.265901409662687) | > loss_1: 38.529510498046875 (34.17607146043044) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023150168932401217 (-2.7308097252478833e-05) | > avg_loss_disc: 2.7043159008026123 (+0.4599587183732252) | > avg_loss_disc_real_0: 0.1729226175409097 (+0.09288619200770673) | > avg_loss_disc_real_1: 0.24531368280832583 (+0.040124363624132575) | > avg_loss_disc_real_2: 0.3017997386363836 (+0.057314606813284014) | > avg_loss_disc_real_3: 0.27423479522650057 (-0.0005978500613799675) | > avg_loss_disc_real_4: 0.2360672429203987 (+0.001234106146372288) | > avg_loss_disc_real_5: 0.2869790242268489 (+0.0233588069677354) | > avg_loss_0: 2.7043159008026123 (+0.4599587183732252) | > avg_loss_gen: 2.6934298185201793 (-0.12555675323192883) | > avg_loss_kl: 1.5974048055135286 (-0.11623185414534354) | > avg_loss_feat: 6.708096559231098 (-0.9084609105036803) | > avg_loss_mel: 20.91123900046716 (-0.564552197089565) | > avg_loss_duration: 2.265901409662687 (-0.015690720998324803) | > avg_loss_1: 34.17607146043044 (-1.730492004981393)  > EPOCH: 33/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:24:28)   --> TIME: 2024-06-10 16:24:32 -- STEP: 9/330 -- GLOBAL_STEP: 98900 | > loss_disc: 2.1594150066375732 (2.344993379380968) | > loss_disc_real_0: 0.0749901682138443 (0.12404775867859523) | > loss_disc_real_1: 0.14988136291503906 (0.19290421240859562) | > loss_disc_real_2: 0.17552760243415833 (0.21177197330527836) | > loss_disc_real_3: 0.199133962392807 (0.22352070775296953) | > loss_disc_real_4: 0.22474871575832367 (0.22418434255652958) | > loss_disc_real_5: 0.18914447724819183 (0.20022444758150312) | > loss_0: 2.1594150066375732 (2.344993379380968) | > grad_norm_0: tensor(10.2617, device='cuda:0') (tensor(22.4792, device='cuda:0')) | > loss_gen: 2.5807197093963623 (2.474573294321696) | > loss_kl: 1.618830680847168 (1.5004106760025024) | > loss_feat: 6.798009395599365 (6.131569491492377) | > loss_mel: 21.738130569458008 (20.85256110297309) | > loss_duration: 2.2742919921875 (2.3524548742506237) | > loss_1: 35.00998306274414 (33.31156963772244) | > grad_norm_1: tensor(90.7666, device='cuda:0') (tensor(181.3908, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3389 (0.3364594512515598) | > loader_time: 0.0035 (0.0031629668341742623)  --> TIME: 2024-06-10 16:24:41 -- STEP: 34/330 -- GLOBAL_STEP: 98925 | > loss_disc: 2.1949996948242188 (2.3125895612380085) | > loss_disc_real_0: 0.08739285916090012 (0.12102954374516717) | > loss_disc_real_1: 0.19657379388809204 (0.2079792237457107) | > loss_disc_real_2: 0.1876777708530426 (0.21465094913454616) | > loss_disc_real_3: 0.2029799371957779 (0.22757021688363133) | > loss_disc_real_4: 0.20855292677879333 (0.23062614921261282) | > loss_disc_real_5: 0.19846655428409576 (0.21344933220568826) | > loss_0: 2.1949996948242188 (2.3125895612380085) | > grad_norm_0: tensor(13.1794, device='cuda:0') (tensor(16.2339, device='cuda:0')) | > loss_gen: 2.7092792987823486 (2.5816766234005195) | > loss_kl: 1.5429649353027344 (1.4837837219238281) | > loss_feat: 7.618242263793945 (6.617498734418084) | > loss_mel: 21.39755630493164 (21.06658262365005) | > loss_duration: 2.1603128910064697 (2.196685321190778) | > loss_1: 35.4283561706543 (33.946227017570955) | > grad_norm_1: tensor(133.9692, device='cuda:0') (tensor(172.5856, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3507 (0.3389091351452996) | > loader_time: 0.0032 (0.0031354357214534983)  --> TIME: 2024-06-10 16:24:50 -- STEP: 59/330 -- GLOBAL_STEP: 98950 | > loss_disc: 2.2334446907043457 (2.24573624538163) | > loss_disc_real_0: 0.09041206538677216 (0.11758980218131666) | > loss_disc_real_1: 0.20661911368370056 (0.2066088220325567) | > loss_disc_real_2: 0.20369663834571838 (0.21044085086402248) | > loss_disc_real_3: 0.24255253374576569 (0.22015094706567667) | > loss_disc_real_4: 0.21974840760231018 (0.22056565724186977) | > loss_disc_real_5: 0.23735931515693665 (0.21207799067941763) | > loss_0: 2.2334446907043457 (2.24573624538163) | > grad_norm_0: tensor(14.5699, device='cuda:0') (tensor(13.3005, device='cuda:0')) | > loss_gen: 2.635399103164673 (2.6438929105209095) | > loss_kl: 1.7648605108261108 (1.4745138802770839) | > loss_feat: 6.814113616943359 (6.86705935203423) | > loss_mel: 20.62083625793457 (20.99693686275159) | > loss_duration: 2.072528123855591 (2.1554337012565745) | > loss_1: 33.907737731933594 (34.137836714922386) | > grad_norm_1: tensor(188.6583, device='cuda:0') (tensor(169.8810, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3345 (0.34154387247764456) | > loader_time: 0.0033 (0.0032079866376973814)  --> TIME: 2024-06-10 16:24:59 -- STEP: 84/330 -- GLOBAL_STEP: 98975 | > loss_disc: 2.2511019706726074 (2.2350341351259324) | > loss_disc_real_0: 0.13183888792991638 (0.11753549719495435) | > loss_disc_real_1: 0.21966475248336792 (0.20540755224369822) | > loss_disc_real_2: 0.15863125026226044 (0.2107478426325889) | > loss_disc_real_3: 0.20313741266727448 (0.2193147772479625) | > loss_disc_real_4: 0.18691286444664001 (0.21549631814871514) | > loss_disc_real_5: 0.1993206888437271 (0.21067381526033083) | > loss_0: 2.2511019706726074 (2.2350341351259324) | > grad_norm_0: tensor(8.3324, device='cuda:0') (tensor(12.2434, device='cuda:0')) | > loss_gen: 2.6254498958587646 (2.6468794828369515) | > loss_kl: 1.4340882301330566 (1.4548594171092621) | > loss_feat: 7.154512405395508 (6.9837750764120194) | > loss_mel: 20.16379165649414 (20.963571071624752) | > loss_duration: 2.182642936706543 (2.137378617411567) | > loss_1: 33.56048583984375 (34.18646376473564) | > grad_norm_1: tensor(78.7299, device='cuda:0') (tensor(157.9340, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3575 (0.3456559039297558) | > loader_time: 0.0036 (0.0033015977768670944)  --> TIME: 2024-06-10 16:25:08 -- STEP: 109/330 -- GLOBAL_STEP: 99000 | > loss_disc: 2.1766092777252197 (2.2296922075639083) | > loss_disc_real_0: 0.1283481866121292 (0.11836111162780623) | > loss_disc_real_1: 0.21910735964775085 (0.20530279267818555) | > loss_disc_real_2: 0.16566339135169983 (0.2114560594525906) | > loss_disc_real_3: 0.20336385071277618 (0.21870837217077202) | > loss_disc_real_4: 0.228407084941864 (0.2130783979499012) | > loss_disc_real_5: 0.20170970261096954 (0.2091944708463249) | > loss_0: 2.1766092777252197 (2.2296922075639083) | > grad_norm_0: tensor(7.9867, device='cuda:0') (tensor(11.8766, device='cuda:0')) | > loss_gen: 2.5812666416168213 (2.6535258030672693) | > loss_kl: 1.285347580909729 (1.4473221892610602) | > loss_feat: 7.379040241241455 (7.06463322945691) | > loss_mel: 21.54995346069336 (20.98408464554253) | > loss_duration: 2.0572421550750732 (2.1306505192310436) | > loss_1: 34.85285186767578 (34.280216392027135) | > grad_norm_1: tensor(49.0358, device='cuda:0') (tensor(155.5388, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3563 (0.34744601512173995) | > loader_time: 0.0037 (0.0033945709193518403) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_99000.pth  --> TIME: 2024-06-10 16:25:22 -- STEP: 134/330 -- GLOBAL_STEP: 99025 | > loss_disc: 2.0971789360046387 (2.2193988597215113) | > loss_disc_real_0: 0.14810502529144287 (0.11706742377423529) | > loss_disc_real_1: 0.2107124626636505 (0.20498692811425054) | > loss_disc_real_2: 0.21193628013134003 (0.2116033629472576) | > loss_disc_real_3: 0.18903668224811554 (0.21823947031551333) | > loss_disc_real_4: 0.16754478216171265 (0.21038235345883155) | > loss_disc_real_5: 0.19217275083065033 (0.20785046546761668) | > loss_0: 2.0971789360046387 (2.2193988597215113) | > grad_norm_0: tensor(12.2805, device='cuda:0') (tensor(11.8228, device='cuda:0')) | > loss_gen: 2.704075813293457 (2.66622644040122) | > loss_kl: 1.4542005062103271 (1.4368285741379012) | > loss_feat: 7.053274154663086 (7.118090928490482) | > loss_mel: 20.692522048950195 (21.04202697526163) | > loss_duration: 2.109527111053467 (2.1292297813429766) | > loss_1: 34.01359939575195 (34.39240256352211) | > grad_norm_1: tensor(281.1935, device='cuda:0') (tensor(156.8400, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3738 (0.35122836347836167) | > loader_time: 0.0042 (0.0035434872356813344)  --> TIME: 2024-06-10 16:25:32 -- STEP: 159/330 -- GLOBAL_STEP: 99050 | > loss_disc: 2.1119067668914795 (2.201964160931184) | > loss_disc_real_0: 0.08975251019001007 (0.1164536953628438) | > loss_disc_real_1: 0.2207019329071045 (0.20373126180291934) | > loss_disc_real_2: 0.2242712825536728 (0.21052764337392724) | > loss_disc_real_3: 0.2157188504934311 (0.21656117564852131) | > loss_disc_real_4: 0.2339567393064499 (0.20928806469500444) | > loss_disc_real_5: 0.24720634520053864 (0.20692899476432197) | > loss_0: 2.1119067668914795 (2.201964160931184) | > grad_norm_0: tensor(7.4799, device='cuda:0') (tensor(12.6161, device='cuda:0')) | > loss_gen: 2.9313998222351074 (2.690023177824681) | > loss_kl: 1.4048751592636108 (1.4381484812910446) | > loss_feat: 7.741947650909424 (7.203626338790798) | > loss_mel: 21.16803741455078 (21.05179718305479) | > loss_duration: 2.1043951511383057 (2.129033662238211) | > loss_1: 35.35065841674805 (34.51262878322001) | > grad_norm_1: tensor(263.9375, device='cuda:0') (tensor(167.0856, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3714 (0.35361367201655164) | > loader_time: 0.0043 (0.003660480931120099)  --> TIME: 2024-06-10 16:25:41 -- STEP: 184/330 -- GLOBAL_STEP: 99075 | > loss_disc: 2.202242374420166 (2.20568370948667) | > loss_disc_real_0: 0.17159363627433777 (0.11768955968158401) | > loss_disc_real_1: 0.16911372542381287 (0.20387157530564337) | > loss_disc_real_2: 0.18972468376159668 (0.21067252342143786) | > loss_disc_real_3: 0.20517437160015106 (0.2166761771330367) | > loss_disc_real_4: 0.23085133731365204 (0.20975180828700898) | > loss_disc_real_5: 0.1973271369934082 (0.20693996402880416) | > loss_0: 2.202242374420166 (2.20568370948667) | > grad_norm_0: tensor(28.5692, device='cuda:0') (tensor(14.1634, device='cuda:0')) | > loss_gen: 2.8652801513671875 (2.69524598121643) | > loss_kl: 1.436881422996521 (1.4334656544353646) | > loss_feat: 8.053055763244629 (7.235456160877062) | > loss_mel: 21.019142150878906 (21.043548832768973) | > loss_duration: 2.152402877807617 (2.1335872029480725) | > loss_1: 35.526763916015625 (34.54130384196407) | > grad_norm_1: tensor(300.7497, device='cuda:0') (tensor(181.8731, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3765 (0.35631304331447766) | > loader_time: 0.0044 (0.0037647304327591605)  --> TIME: 2024-06-10 16:25:51 -- STEP: 209/330 -- GLOBAL_STEP: 99100 | > loss_disc: 2.1919479370117188 (2.2043532846076617) | > loss_disc_real_0: 0.13516564667224884 (0.11784839131045) | > loss_disc_real_1: 0.2150351107120514 (0.20442180567238327) | > loss_disc_real_2: 0.21169431507587433 (0.21068761173332706) | > loss_disc_real_3: 0.22794705629348755 (0.21571549181447644) | > loss_disc_real_4: 0.19694842398166656 (0.20801427154734947) | > loss_disc_real_5: 0.223802849650383 (0.20597999888744076) | > loss_0: 2.1919479370117188 (2.2043532846076617) | > grad_norm_0: tensor(10.4903, device='cuda:0') (tensor(15.5035, device='cuda:0')) | > loss_gen: 2.755796432495117 (2.6924537186417283) | > loss_kl: 1.4468204975128174 (1.4363082139685959) | > loss_feat: 7.742136001586914 (7.255801260186154) | > loss_mel: 21.28084373474121 (21.025186684713404) | > loss_duration: 2.1847410202026367 (2.138742713266581) | > loss_1: 35.410335540771484 (34.5484925959099) | > grad_norm_1: tensor(192.1145, device='cuda:0') (tensor(188.9090, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.3942 (0.361356405550213) | > loader_time: 0.005 (0.0038718310269442472)  --> TIME: 2024-06-10 16:26:02 -- STEP: 234/330 -- GLOBAL_STEP: 99125 | > loss_disc: 2.161416530609131 (2.2046258867296387) | > loss_disc_real_0: 0.11360481381416321 (0.11798897977822866) | > loss_disc_real_1: 0.207235187292099 (0.2045645638981946) | > loss_disc_real_2: 0.23751798272132874 (0.21130762293807462) | > loss_disc_real_3: 0.21636901795864105 (0.2163013668778615) | > loss_disc_real_4: 0.207051083445549 (0.2077815411691992) | > loss_disc_real_5: 0.2127334177494049 (0.20583344906823245) | > loss_0: 2.161416530609131 (2.2046258867296387) | > grad_norm_0: tensor(21.3246, device='cuda:0') (tensor(15.6312, device='cuda:0')) | > loss_gen: 2.5567305088043213 (2.6919112246260686) | > loss_kl: 1.4982401132583618 (1.433048244215484) | > loss_feat: 6.8498358726501465 (7.26942618484171) | > loss_mel: 20.512908935546875 (21.01127916319757) | > loss_duration: 2.2152421474456787 (2.1452967667172094) | > loss_1: 33.632957458496094 (34.55096153520112) | > grad_norm_1: tensor(290.2048, device='cuda:0') (tensor(194.6585, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.4042 (0.3656446261283679) | > loader_time: 0.0049 (0.004013000390468497)  --> TIME: 2024-06-10 16:26:12 -- STEP: 259/330 -- GLOBAL_STEP: 99150 | > loss_disc: 2.3280041217803955 (2.203919442464025) | > loss_disc_real_0: 0.16907067596912384 (0.11824361036412964) | > loss_disc_real_1: 0.2817766070365906 (0.2048523624833947) | > loss_disc_real_2: 0.2364787757396698 (0.21196972811774398) | > loss_disc_real_3: 0.23190250992774963 (0.21557878625208807) | > loss_disc_real_4: 0.23144963383674622 (0.2070246338268965) | > loss_disc_real_5: 0.18690823018550873 (0.20511255042203141) | > loss_0: 2.3280041217803955 (2.203919442464025) | > grad_norm_0: tensor(12.2121, device='cuda:0') (tensor(15.9555, device='cuda:0')) | > loss_gen: 2.5655357837677 (2.69441024032799) | > loss_kl: 1.476928949356079 (1.4315238666350312) | > loss_feat: 7.449955463409424 (7.303475223452889) | > loss_mel: 20.632516860961914 (20.97980150200685) | > loss_duration: 2.236175298690796 (2.151022688762562) | > loss_1: 34.361114501953125 (34.56023353959604) | > grad_norm_1: tensor(247.9828, device='cuda:0') (tensor(200.6640, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.4174 (0.37054420161891627) | > loader_time: 0.006 (0.004161968194379768)  --> TIME: 2024-06-10 16:26:23 -- STEP: 284/330 -- GLOBAL_STEP: 99175 | > loss_disc: 2.3991222381591797 (2.201643109741344) | > loss_disc_real_0: 0.1279374063014984 (0.11710738262135378) | > loss_disc_real_1: 0.2477634698152542 (0.20459192747276445) | > loss_disc_real_2: 0.27613118290901184 (0.21171892156273547) | > loss_disc_real_3: 0.21849095821380615 (0.21594660918057806) | > loss_disc_real_4: 0.2333012968301773 (0.20743964832853265) | > loss_disc_real_5: 0.22948826849460602 (0.20487894852396457) | > loss_0: 2.3991222381591797 (2.201643109741344) | > grad_norm_0: tensor(10.6158, device='cuda:0') (tensor(15.7126, device='cuda:0')) | > loss_gen: 2.53548002243042 (2.698185737703887) | > loss_kl: 1.4596859216690063 (1.4344600128455895) | > loss_feat: 7.153838157653809 (7.338151992206842) | > loss_mel: 20.874147415161133 (20.951056728900323) | > loss_duration: 2.2560877799987793 (2.158465695633015) | > loss_1: 34.279239654541016 (34.58032019709198) | > grad_norm_1: tensor(110.2851, device='cuda:0') (tensor(196.8446, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.4423 (0.37651033636549813) | > loader_time: 0.006 (0.004311103216359312)  --> TIME: 2024-06-10 16:26:35 -- STEP: 309/330 -- GLOBAL_STEP: 99200 | > loss_disc: 2.2971341609954834 (2.202622987305846) | > loss_disc_real_0: 0.11874605715274811 (0.11660816665123967) | > loss_disc_real_1: 0.2101822793483734 (0.2051683334229834) | > loss_disc_real_2: 0.2236158400774002 (0.21220734594902174) | > loss_disc_real_3: 0.22022809088230133 (0.21577555563264686) | > loss_disc_real_4: 0.22470295429229736 (0.20715621325961986) | > loss_disc_real_5: 0.21298007667064667 (0.2049320458787157) | > loss_0: 2.2971341609954834 (2.202622987305846) | > grad_norm_0: tensor(7.6337, device='cuda:0') (tensor(16.1494, device='cuda:0')) | > loss_gen: 2.5425238609313965 (2.694718290686993) | > loss_kl: 1.3740133047103882 (1.4348556381984814) | > loss_feat: 7.281220436096191 (7.356535214050688) | > loss_mel: 20.39506721496582 (20.91884342057806) | > loss_duration: 2.3334755897521973 (2.1686446068742136) | > loss_1: 33.926300048828125 (34.57359723828758) | > grad_norm_1: tensor(241.2018, device='cuda:0') (tensor(200.5401, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.4998 (0.3844283815340702) | > loader_time: 0.0067 (0.004491208054872776)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.357828140258789 (2.357828140258789) | > loss_disc_real_0: 0.09255245327949524 (0.09255245327949524) | > loss_disc_real_1: 0.3477809429168701 (0.3477809429168701) | > loss_disc_real_2: 0.4343051612377167 (0.4343051612377167) | > loss_disc_real_3: 0.3763502836227417 (0.3763502836227417) | > loss_disc_real_4: 0.24633999168872833 (0.24633999168872833) | > loss_disc_real_5: 0.2568529546260834 (0.2568529546260834) | > loss_0: 2.357828140258789 (2.357828140258789) | > loss_gen: 3.3697781562805176 (3.3697781562805176) | > loss_kl: 1.8842709064483643 (1.8842709064483643) | > loss_feat: 6.593644142150879 (6.593644142150879) | > loss_mel: 19.6640682220459 (19.6640682220459) | > loss_duration: 2.7583208084106445 (2.7583208084106445) | > loss_1: 34.27008056640625 (34.27008056640625)  --> STEP: 1 | > loss_disc: 2.8590359687805176 (2.8590359687805176) | > loss_disc_real_0: 0.13082949817180634 (0.13082949817180634) | > loss_disc_real_1: 0.30676451325416565 (0.30676451325416565) | > loss_disc_real_2: 0.366692453622818 (0.366692453622818) | > loss_disc_real_3: 0.3920275866985321 (0.3920275866985321) | > loss_disc_real_4: 0.4016900360584259 (0.4016900360584259) | > loss_disc_real_5: 0.39160624146461487 (0.39160624146461487) | > loss_0: 2.8590359687805176 (2.8590359687805176) | > loss_gen: 2.729918956756592 (2.729918956756592) | > loss_kl: 1.56187105178833 (1.56187105178833) | > loss_feat: 5.849160194396973 (5.849160194396973) | > loss_mel: 21.566810607910156 (21.566810607910156) | > loss_duration: 2.303366184234619 (2.303366184234619) | > loss_1: 34.01112747192383 (34.01112747192383)  --> STEP: 2 | > loss_disc: 2.113462448120117 (2.4862492084503174) | > loss_disc_real_0: 0.11563335359096527 (0.1232314258813858) | > loss_disc_real_1: 0.2750597894191742 (0.2909121513366699) | > loss_disc_real_2: 0.2851601541042328 (0.3259263038635254) | > loss_disc_real_3: 0.2936033308506012 (0.34281545877456665) | > loss_disc_real_4: 0.2380754053592682 (0.31988272070884705) | > loss_disc_real_5: 0.20955587923526764 (0.30058106034994125) | > loss_0: 2.113462448120117 (2.4862492084503174) | > loss_gen: 3.257472515106201 (2.9936957359313965) | > loss_kl: 1.7525547742843628 (1.6572129130363464) | > loss_feat: 7.393824577331543 (6.621492385864258) | > loss_mel: 23.98366928100586 (22.775239944458008) | > loss_duration: 2.418191432952881 (2.36077880859375) | > loss_1: 38.80571365356445 (36.40842056274414)  --> STEP: 3 | > loss_disc: 2.781621217727661 (2.5847065448760986) | > loss_disc_real_0: 0.1345416009426117 (0.12700148423512778) | > loss_disc_real_1: 0.4862491190433502 (0.35602447390556335) | > loss_disc_real_2: 0.37874701619148254 (0.3435332079728444) | > loss_disc_real_3: 0.35624703764915466 (0.34729265173276264) | > loss_disc_real_4: 0.37445980310440063 (0.3380750815073649) | > loss_disc_real_5: 0.3446353077888489 (0.3152658094962438) | > loss_0: 2.781621217727661 (2.5847065448760986) | > loss_gen: 3.2632558345794678 (3.0835491021474204) | > loss_kl: 1.5789169073104858 (1.6311142444610596) | > loss_feat: 6.317631721496582 (6.520205497741699) | > loss_mel: 21.85349464416504 (22.46799151102702) | > loss_duration: 2.141305685043335 (2.287621100743612) | > loss_1: 35.15460205078125 (35.99048105875651)  --> STEP: 4 | > loss_disc: 2.5109992027282715 (2.566279709339142) | > loss_disc_real_0: 0.13950000703334808 (0.13012611493468285) | > loss_disc_real_1: 0.2515258491039276 (0.3298998177051544) | > loss_disc_real_2: 0.32625290751457214 (0.33921313285827637) | > loss_disc_real_3: 0.28336089849472046 (0.3313097134232521) | > loss_disc_real_4: 0.26033028960227966 (0.3186388835310936) | > loss_disc_real_5: 0.25906968116760254 (0.3012167774140835) | > loss_0: 2.5109992027282715 (2.566279709339142) | > loss_gen: 2.585963249206543 (2.959152638912201) | > loss_kl: 1.5498675107955933 (1.610802561044693) | > loss_feat: 6.795543670654297 (6.589040040969849) | > loss_mel: 21.132545471191406 (22.134130001068115) | > loss_duration: 2.25199556350708 (2.2787147164344788) | > loss_1: 34.315914154052734 (35.571839332580566)  --> STEP: 5 | > loss_disc: 2.476494312286377 (2.548322629928589) | > loss_disc_real_0: 0.09804212301969528 (0.12370931655168534) | > loss_disc_real_1: 0.3548673093318939 (0.3348933160305023) | > loss_disc_real_2: 0.2579277455806732 (0.32295605540275574) | > loss_disc_real_3: 0.2517299950122833 (0.31539376974105837) | > loss_disc_real_4: 0.2962104082107544 (0.3141531884670258) | > loss_disc_real_5: 0.17018546164035797 (0.27501051425933837) | > loss_0: 2.476494312286377 (2.548322629928589) | > loss_gen: 2.9435720443725586 (2.9560365200042726) | > loss_kl: 1.2305854558944702 (1.5347591400146485) | > loss_feat: 6.262479782104492 (6.523727989196777) | > loss_mel: 21.370433807373047 (21.981390762329102) | > loss_duration: 2.3520286083221436 (2.293377494812012) | > loss_1: 34.15909957885742 (35.28929138183594)  --> STEP: 6 | > loss_disc: 2.356254816055298 (2.5163113276163735) | > loss_disc_real_0: 0.08682633936405182 (0.11756215368707974) | > loss_disc_real_1: 0.320787638425827 (0.33254236976305646) | > loss_disc_real_2: 0.3513978123664856 (0.32769634823004407) | > loss_disc_real_3: 0.2785930335521698 (0.3092603137095769) | > loss_disc_real_4: 0.2629098892211914 (0.30561263859272003) | > loss_disc_real_5: 0.21285344660282135 (0.2646510029832522) | > loss_0: 2.356254816055298 (2.5163113276163735) | > loss_gen: 3.203794002532959 (2.9973294337590537) | > loss_kl: 1.8035099506378174 (1.5795509417851765) | > loss_feat: 6.138736248016357 (6.459562699000041) | > loss_mel: 20.599164962768555 (21.751019795735676) | > loss_duration: 2.1153385639190674 (2.2637043396631875) | > loss_1: 33.86054611206055 (35.0511671702067)  --> STEP: 7 | > loss_disc: 2.343914031982422 (2.491683142525809) | > loss_disc_real_0: 0.0612773671746254 (0.10952146989958626) | > loss_disc_real_1: 0.3374176025390625 (0.33323883158820017) | > loss_disc_real_2: 0.3926126956939697 (0.336970112153462) | > loss_disc_real_3: 0.29230231046676636 (0.30683774181774687) | > loss_disc_real_4: 0.2979682385921478 (0.30452058144978117) | > loss_disc_real_5: 0.2764497697353363 (0.26633654109069277) | > loss_0: 2.343914031982422 (2.491683142525809) | > loss_gen: 3.236210346221924 (3.0314552783966064) | > loss_kl: 2.114560127258301 (1.6559808254241943) | > loss_feat: 6.077643394470215 (6.405002798352923) | > loss_mel: 23.293926239013672 (21.97143500191825) | > loss_duration: 2.3930788040161133 (2.2821864059993198) | > loss_1: 37.11541748046875 (35.34606007167271)  --> STEP: 8 | > loss_disc: 2.0985288619995117 (2.442538857460022) | > loss_disc_real_0: 0.10519737005233765 (0.10898095741868019) | > loss_disc_real_1: 0.30047929286956787 (0.3291438892483711) | > loss_disc_real_2: 0.3217008411884308 (0.3350614532828331) | > loss_disc_real_3: 0.2290690541267395 (0.2971166558563709) | > loss_disc_real_4: 0.19134724140167236 (0.29037391394376755) | > loss_disc_real_5: 0.18146440386772156 (0.2557275239378214) | > loss_0: 2.0985288619995117 (2.442538857460022) | > loss_gen: 2.9515864849090576 (3.021471679210663) | > loss_kl: 1.8220340013504028 (1.6767374724149704) | > loss_feat: 9.532410621643066 (6.795928776264191) | > loss_mel: 24.771055221557617 (22.32138752937317) | > loss_duration: 2.162017345428467 (2.2671652734279633) | > loss_1: 41.239105224609375 (36.082690715789795)  --> STEP: 9 | > loss_disc: 2.4441657066345215 (2.4427196184794107) | > loss_disc_real_0: 0.14136341214179993 (0.11257900794347127) | > loss_disc_real_1: 0.2638504207134247 (0.32188905941115487) | > loss_disc_real_2: 0.44795122742652893 (0.34760476152102154) | > loss_disc_real_3: 0.3785918354988098 (0.3061694535944197) | > loss_disc_real_4: 0.2953546941280365 (0.29092733396424186) | > loss_disc_real_5: 0.3754306435585022 (0.26902787056234145) | > loss_0: 2.4441657066345215 (2.4427196184794107) | > loss_gen: 3.584895610809326 (3.084074338277181) | > loss_kl: 2.073568820953369 (1.7208298444747925) | > loss_feat: 8.36072826385498 (6.969795385996501) | > loss_mel: 24.20574188232422 (22.53076023525662) | > loss_duration: 2.0819618701934814 (2.246587117513021) | > loss_1: 40.3068962097168 (36.552046881781685)  --> STEP: 10 | > loss_disc: 2.425468683242798 (2.4409945249557494) | > loss_disc_real_0: 0.11133062839508057 (0.1124541699886322) | > loss_disc_real_1: 0.31022438406944275 (0.32072259187698365) | > loss_disc_real_2: 0.23866523802280426 (0.3367108091711998) | > loss_disc_real_3: 0.29001981019973755 (0.3045544892549515) | > loss_disc_real_4: 0.28472405672073364 (0.29030700623989103) | > loss_disc_real_5: 0.31388014554977417 (0.27351309806108476) | > loss_0: 2.425468683242798 (2.4409945249557494) | > loss_gen: 2.7514424324035645 (3.0508111476898194) | > loss_kl: 1.5891962051391602 (1.7076664805412292) | > loss_feat: 5.863194465637207 (6.859135293960572) | > loss_mel: 18.906179428100586 (22.168302154541017) | > loss_duration: 2.2725462913513184 (2.2491830348968507) | > loss_1: 31.382558822631836 (36.0350980758667)  --> STEP: 11 | > loss_disc: 2.098391056060791 (2.409848755056208) | > loss_disc_real_0: 0.10541226714849472 (0.11181399700316516) | > loss_disc_real_1: 0.27538245916366577 (0.31660076163031836) | > loss_disc_real_2: 0.36038631200790405 (0.3388631276109002) | > loss_disc_real_3: 0.31941744685173035 (0.305905667218295) | > loss_disc_real_4: 0.2355169653892517 (0.2853260934352875) | > loss_disc_real_5: 0.2500821650028229 (0.2713830132376064) | > loss_0: 2.098391056060791 (2.409848755056208) | > loss_gen: 3.7850682735443115 (3.117561795494773) | > loss_kl: 1.8431962728500366 (1.7199873707511208) | > loss_feat: 8.776460647583008 (7.033437598835338) | > loss_mel: 21.12893295288086 (22.073814045299184) | > loss_duration: 2.427699327468872 (2.265411788767034) | > loss_1: 37.96135711669922 (36.2102125341242)  --> STEP: 12 | > loss_disc: 2.127544641494751 (2.38632341225942) | > loss_disc_real_0: 0.034098945558071136 (0.10533774271607399) | > loss_disc_real_1: 0.297421395778656 (0.31500248114267987) | > loss_disc_real_2: 0.40178680419921875 (0.3441067673265934) | > loss_disc_real_3: 0.2339688390493393 (0.29991093153754866) | > loss_disc_real_4: 0.2024655044078827 (0.2784210443496704) | > loss_disc_real_5: 0.1710561215877533 (0.26302243893345195) | > loss_0: 2.127544641494751 (2.38632341225942) | > loss_gen: 3.053877592086792 (3.112254778544108) | > loss_kl: 1.344431757926941 (1.688691069682439) | > loss_feat: 7.184441089630127 (7.046021223068237) | > loss_mel: 22.21807098388672 (22.085835456848145) | > loss_duration: 2.169839859008789 (2.2574474612871804) | > loss_1: 35.970664978027344 (36.1902502377828)  --> STEP: 13 | > loss_disc: 2.3016772270202637 (2.379812167241023) | > loss_disc_real_0: 0.07705074548721313 (0.10316181985231546) | > loss_disc_real_1: 0.45076364278793335 (0.32544564742308396) | > loss_disc_real_2: 0.32977086305618286 (0.3430040054596387) | > loss_disc_real_3: 0.20636922121047974 (0.29271541535854334) | > loss_disc_real_4: 0.21831607818603516 (0.2737975854140062) | > loss_disc_real_5: 0.19280186295509338 (0.2576208561658859) | > loss_0: 2.3016772270202637 (2.379812167241023) | > loss_gen: 2.978241205215454 (3.1019460421342115) | > loss_kl: 1.6209114789962769 (1.683477255014273) | > loss_feat: 6.6279072761535645 (7.013858611767109) | > loss_mel: 19.774288177490234 (21.908024127666767) | > loss_duration: 2.0636861324310303 (2.2425427436828613) | > loss_1: 33.065032958984375 (35.949848908644455)  --> STEP: 14 | > loss_disc: 2.107876777648926 (2.3603882108415877) | > loss_disc_real_0: 0.0724090188741684 (0.10096519121101924) | > loss_disc_real_1: 0.37072837352752686 (0.3286801278591156) | > loss_disc_real_2: 0.28845810890197754 (0.3391078699912344) | > loss_disc_real_3: 0.1956666260957718 (0.2857833589826311) | > loss_disc_real_4: 0.16277194023132324 (0.26586718218667166) | > loss_disc_real_5: 0.1413601040840149 (0.24931651673146657) | > loss_0: 2.107876777648926 (2.3603882108415877) | > loss_gen: 2.91473126411438 (3.088573557989938) | > loss_kl: 1.8660802841186523 (1.6965203285217285) | > loss_feat: 7.289674282073975 (7.0335597310747415) | > loss_mel: 24.11801528930664 (22.065880639212473) | > loss_duration: 2.3361635208129883 (2.249229942049299) | > loss_1: 38.524662017822266 (36.133764130728586)  --> STEP: 15 | > loss_disc: 2.7049977779388428 (2.3833621819814046) | > loss_disc_real_0: 0.1235765591263771 (0.10247261573870976) | > loss_disc_real_1: 0.29435765743255615 (0.32639196316401164) | > loss_disc_real_2: 0.30143091082572937 (0.33659607271353403) | > loss_disc_real_3: 0.36371344327926636 (0.2909786979357401) | > loss_disc_real_4: 0.3027750551700592 (0.26832770705223086) | > loss_disc_real_5: 0.322308748960495 (0.25418266554673513) | > loss_0: 2.7049977779388428 (2.3833621819814046) | > loss_gen: 2.7190537452697754 (3.0639389038085936) | > loss_kl: 1.765256643295288 (1.7011027495066324) | > loss_feat: 6.922248840332031 (7.026139005025228) | > loss_mel: 18.482269287109375 (21.82697321573893) | > loss_duration: 2.3101181983947754 (2.253289159138997) | > loss_1: 32.19894790649414 (35.871443049112955)  --> STEP: 16 | > loss_disc: 2.353959798812866 (2.381524533033371) | > loss_disc_real_0: 0.08658537268638611 (0.10147966304793954) | > loss_disc_real_1: 0.3347654342651367 (0.32691530510783195) | > loss_disc_real_2: 0.3157309889793396 (0.3352920049801469) | > loss_disc_real_3: 0.33667463064193726 (0.2938346937298774) | > loss_disc_real_4: 0.2915292978286743 (0.26977780647575855) | > loss_disc_real_5: 0.26254579424858093 (0.2547053610906005) | > loss_0: 2.353959798812866 (2.381524533033371) | > loss_gen: 3.130593776702881 (3.0681048333644867) | > loss_kl: 1.5522418022155762 (1.6917989403009415) | > loss_feat: 7.34838342666626 (7.046279281377792) | > loss_mel: 19.837820053100586 (21.702651143074036) | > loss_duration: 2.3356363773345947 (2.2584358602762222) | > loss_1: 34.20467758178711 (35.76727020740509)  --> STEP: 17 | > loss_disc: 2.678560256958008 (2.398997222675997) | > loss_disc_real_0: 0.1361391395330429 (0.10351845578235738) | > loss_disc_real_1: 0.3895442485809326 (0.3305993606062496) | > loss_disc_real_2: 0.33105042576789856 (0.33504250032060284) | > loss_disc_real_3: 0.3699566125869751 (0.29831245366264786) | > loss_disc_real_4: 0.350885808467865 (0.2745488654164707) | > loss_disc_real_5: 0.3253890872001648 (0.2588632273323396) | > loss_0: 2.678560256958008 (2.398997222675997) | > loss_gen: 3.043193817138672 (3.0666394794688507) | > loss_kl: 1.317769169807434 (1.669797189095441) | > loss_feat: 5.189453601837158 (6.937054241404814) | > loss_mel: 20.12628746032715 (21.609923867618335) | > loss_duration: 2.3875625133514404 (2.266031545751235) | > loss_1: 32.064266204833984 (35.54944644254797)  --> STEP: 18 | > loss_disc: 1.8080556392669678 (2.3661671347088284) | > loss_disc_real_0: 0.04677439481019974 (0.10036600795057085) | > loss_disc_real_1: 0.27329525351524353 (0.3274157991011937) | > loss_disc_real_2: 0.25277116894721985 (0.33047187079985935) | > loss_disc_real_3: 0.21382810175418854 (0.29361887855662233) | > loss_disc_real_4: 0.2146845906972885 (0.2712230723765161) | > loss_disc_real_5: 0.12853753566741943 (0.2516229111287329) | > loss_0: 1.8080556392669678 (2.3661671347088284) | > loss_gen: 3.5141148567199707 (3.0914992226494684) | > loss_kl: 1.542972207069397 (1.6627513567606609) | > loss_feat: 9.752141952514648 (7.093448003133138) | > loss_mel: 24.898868560791016 (21.79264301723904) | > loss_duration: 2.1918692588806152 (2.2619114187028675) | > loss_1: 41.899967193603516 (35.90225315093994)  --> STEP: 19 | > loss_disc: 2.6156721115112305 (2.3792989755931653) | > loss_disc_real_0: 0.16968034207820892 (0.10401413079939391) | > loss_disc_real_1: 0.460452675819397 (0.3344177399810992) | > loss_disc_real_2: 0.33913975954055786 (0.33092807547042247) | > loss_disc_real_3: 0.24765042960643768 (0.29119948650661265) | > loss_disc_real_4: 0.30404219031333923 (0.272950394373191) | > loss_disc_real_5: 0.23720619082450867 (0.250864136375879) | > loss_0: 2.6156721115112305 (2.3792989755931653) | > loss_gen: 2.8376002311706543 (3.0781361178347937) | > loss_kl: 1.5626848936080933 (1.6574847008052624) | > loss_feat: 7.255377769470215 (7.101970622414036) | > loss_mel: 21.46011734008789 (21.775141665810033) | > loss_duration: 2.361670732498169 (2.26716190890262) | > loss_1: 35.47745132446289 (35.87989516007273)  --> STEP: 20 | > loss_disc: 2.416262149810791 (2.3811471343040465) | > loss_disc_real_0: 0.10214285552501678 (0.10392056703567505) | > loss_disc_real_1: 0.2608797550201416 (0.3307408407330513) | > loss_disc_real_2: 0.33782488107681274 (0.33127291575074197) | > loss_disc_real_3: 0.27402397990226746 (0.29034071117639537) | > loss_disc_real_4: 0.2835349142551422 (0.27347962036728857) | > loss_disc_real_5: 0.21523457765579224 (0.24908265843987465) | > loss_0: 2.416262149810791 (2.3811471343040465) | > loss_gen: 2.8220293521881104 (3.0653307795524594) | > loss_kl: 1.5105165243148804 (1.6501362919807434) | > loss_feat: 5.902162551879883 (7.041980218887329) | > loss_mel: 24.198490142822266 (21.896309089660644) | > loss_duration: 2.296679973602295 (2.268637812137604) | > loss_1: 36.729881286621094 (35.92239446640015)  --> STEP: 21 | > loss_disc: 2.6674551963806152 (2.394780851545788) | > loss_disc_real_0: 0.18896691501140594 (0.10797039312975747) | > loss_disc_real_1: 0.43960970640182495 (0.33592507243156433) | > loss_disc_real_2: 0.3835006654262543 (0.3337599514495759) | > loss_disc_real_3: 0.3619192838668823 (0.29374921463784714) | > loss_disc_real_4: 0.34805622696876526 (0.27703088734831127) | > loss_disc_real_5: 0.2075667530298233 (0.24710571056320554) | > loss_0: 2.6674551963806152 (2.394780851545788) | > loss_gen: 3.0224618911743164 (3.0632894039154053) | > loss_kl: 1.454685926437378 (1.6408291317167736) | > loss_feat: 5.541617393493652 (6.970534370059059) | > loss_mel: 19.930221557617188 (21.80268587384905) | > loss_duration: 2.186760425567627 (2.264738888967605) | > loss_1: 32.135746002197266 (35.74207787286667)  --> STEP: 22 | > loss_disc: 1.6958979368209839 (2.363013446331024) | > loss_disc_real_0: 0.06841453909873962 (0.10617239976471121) | > loss_disc_real_1: 0.3613331913948059 (0.3370799869298935) | > loss_disc_real_2: 0.2978189289569855 (0.33212626860900357) | > loss_disc_real_3: 0.17332080006599426 (0.288275195793672) | > loss_disc_real_4: 0.1276276856660843 (0.2702398327263919) | > loss_disc_real_5: 0.06240668520331383 (0.2387103003195741) | > loss_0: 1.6958979368209839 (2.363013446331024) | > loss_gen: 3.321120500564575 (3.07500899921764) | > loss_kl: 0.9554658532142639 (1.609676255421205) | > loss_feat: 9.951553344726562 (7.106035232543945) | > loss_mel: 22.870201110839844 (21.85120929371227) | > loss_duration: 2.1554408073425293 (2.259770794348283) | > loss_1: 39.2537841796875 (35.901700886813074)  --> STEP: 23 | > loss_disc: 2.685482978820801 (2.3770338607871015) | > loss_disc_real_0: 0.11764959990978241 (0.10667140846667082) | > loss_disc_real_1: 0.4169849157333374 (0.34055411426917365) | > loss_disc_real_2: 0.30726730823516846 (0.3310454442449238) | > loss_disc_real_3: 0.37237563729286194 (0.2919317367284194) | > loss_disc_real_4: 0.38395288586616516 (0.2751838785150777) | > loss_disc_real_5: 0.3392757177352905 (0.24308270977243132) | > loss_0: 2.685482978820801 (2.3770338607871015) | > loss_gen: 3.0882835388183594 (3.0755861531133237) | > loss_kl: 2.0565547943115234 (1.6291057571120884) | > loss_feat: 6.492544651031494 (7.079361728999926) | > loss_mel: 19.136383056640625 (21.733173370361328) | > loss_duration: 2.289682388305664 (2.2610712984333867) | > loss_1: 33.063446044921875 (35.778298502383024)  --> STEP: 24 | > loss_disc: 3.0091280937194824 (2.403371120492617) | > loss_disc_real_0: 0.12319986522197723 (0.10736009416480859) | > loss_disc_real_1: 0.4304980933666229 (0.3443017800649007) | > loss_disc_real_2: 0.42617401480674744 (0.33500913468499977) | > loss_disc_real_3: 0.4074821174144745 (0.29674633592367167) | > loss_disc_real_4: 0.40494266152381897 (0.28059049447377526) | > loss_disc_real_5: 0.38023248314857483 (0.24879728366310397) | > loss_0: 3.0091280937194824 (2.403371120492617) | > loss_gen: 3.085714817047119 (3.0760081807772317) | > loss_kl: 1.931868553161621 (1.6417208736141522) | > loss_feat: 5.751882553100586 (7.024050096670787) | > loss_mel: 21.451889038085938 (21.721453189849854) | > loss_duration: 2.4057812690734863 (2.2671008805433908) | > loss_1: 34.62713623046875 (35.73033340771993)  --> STEP: 25 | > loss_disc: 2.3488998413085938 (2.4011922693252563) | > loss_disc_real_0: 0.12284108996391296 (0.10797933399677277) | > loss_disc_real_1: 0.43663015961647034 (0.3479949152469635) | > loss_disc_real_2: 0.3253154754638672 (0.33462138831615446) | > loss_disc_real_3: 0.3162899315357208 (0.2975280797481536) | > loss_disc_real_4: 0.3299863636493683 (0.282566329240799) | > loss_disc_real_5: 0.2684430778026581 (0.24958311542868614) | > loss_0: 2.3488998413085938 (2.4011922693252563) | > loss_gen: 3.5329904556274414 (3.0942874717712403) | > loss_kl: 1.6286609172821045 (1.6411984753608704) | > loss_feat: 8.058597564697266 (7.065431995391846) | > loss_mel: 20.8740234375 (21.68755599975586) | > loss_duration: 2.3495681285858154 (2.270399570465088) | > loss_1: 36.44384002685547 (35.75887367248535)  --> STEP: 26 | > loss_disc: 2.3420422077178955 (2.3989172669557424) | > loss_disc_real_0: 0.05210534483194351 (0.1058303344135101) | > loss_disc_real_1: 0.3087863624095917 (0.3464868939839877) | > loss_disc_real_2: 0.30577021837234497 (0.33351172793370026) | > loss_disc_real_3: 0.2823239862918854 (0.2969433069229125) | > loss_disc_real_4: 0.27271318435668945 (0.2821873621298717) | > loss_disc_real_5: 0.1376432180404663 (0.24527773475990847) | > loss_0: 2.3420422077178955 (2.3989172669557424) | > loss_gen: 2.8300046920776367 (3.0841227494753323) | > loss_kl: 1.7923742532730103 (1.647012928357491) | > loss_feat: 12.480269432067871 (7.273694973725539) | > loss_mel: 23.462326049804688 (21.7558163862962) | > loss_duration: 2.3391265869140625 (2.273042917251587) | > loss_1: 42.90410232543945 (36.033690159137436) --> EVAL PERFORMANCE | > avg_loader_time: 0.002268818708566519 (-4.61981846736027e-05) | > avg_loss_disc: 2.3989172669557424 (-0.30539863384686994) | > avg_loss_disc_real_0: 0.1058303344135101 (-0.06709228312739961) | > avg_loss_disc_real_1: 0.3464868939839877 (+0.10117321117566186) | > avg_loss_disc_real_2: 0.33351172793370026 (+0.03171198929731667) | > avg_loss_disc_real_3: 0.2969433069229125 (+0.022708511696411915) | > avg_loss_disc_real_4: 0.2821873621298717 (+0.04612011920947301) | > avg_loss_disc_real_5: 0.24527773475990847 (-0.04170128946694043) | > avg_loss_0: 2.3989172669557424 (-0.30539863384686994) | > avg_loss_gen: 3.0841227494753323 (+0.390692930955153) | > avg_loss_kl: 1.647012928357491 (+0.04960812284396243) | > avg_loss_feat: 7.273694973725539 (+0.565598414494441) | > avg_loss_mel: 21.7558163862962 (+0.8445773858290408) | > avg_loss_duration: 2.273042917251587 (+0.007141507588900087) | > avg_loss_1: 36.033690159137436 (+1.8576186987069931)  > EPOCH: 34/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:27:06)   --> TIME: 2024-06-10 16:27:08 -- STEP: 4/330 -- GLOBAL_STEP: 99225 | > loss_disc: 2.166863441467285 (2.3099060654640198) | > loss_disc_real_0: 0.09325610101222992 (0.1326875127851963) | > loss_disc_real_1: 0.16247916221618652 (0.1915891356766224) | > loss_disc_real_2: 0.14762891829013824 (0.1996033564209938) | > loss_disc_real_3: 0.2249082326889038 (0.25432269275188446) | > loss_disc_real_4: 0.24315433204174042 (0.26722748950123787) | > loss_disc_real_5: 0.22339771687984467 (0.254613995552063) | > loss_0: 2.166863441467285 (2.3099060654640198) | > grad_norm_0: tensor(9.5620, device='cuda:0') (tensor(21.7978, device='cuda:0')) | > loss_gen: 2.5294551849365234 (2.498242139816284) | > loss_kl: 1.5665156841278076 (1.3900848031044006) | > loss_feat: 6.887622356414795 (6.2204660177230835) | > loss_mel: 22.617603302001953 (21.484488010406494) | > loss_duration: 2.459616184234619 (2.415355086326599) | > loss_1: 36.060813903808594 (34.008636474609375) | > grad_norm_1: tensor(111.0422, device='cuda:0') (tensor(96.5949, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3172 (0.3324012756347656) | > loader_time: 0.0027 (0.0029534101486206055)  --> TIME: 2024-06-10 16:27:17 -- STEP: 29/330 -- GLOBAL_STEP: 99250 | > loss_disc: 2.305422067642212 (2.2272675777303768) | > loss_disc_real_0: 0.1275569200515747 (0.12144711639346747) | > loss_disc_real_1: 0.2284824550151825 (0.19780180012357645) | > loss_disc_real_2: 0.21146412193775177 (0.20909302039393063) | > loss_disc_real_3: 0.2560163736343384 (0.22525948851272978) | > loss_disc_real_4: 0.24135048687458038 (0.21653232697782845) | > loss_disc_real_5: 0.27856722474098206 (0.21786998931703896) | > loss_0: 2.305422067642212 (2.2272675777303768) | > grad_norm_0: tensor(14.5879, device='cuda:0') (tensor(12.9535, device='cuda:0')) | > loss_gen: 2.71732759475708 (2.6660020104770004) | > loss_kl: 1.3763796091079712 (1.4659158196942559) | > loss_feat: 6.980991840362549 (6.959491170685867) | > loss_mel: 20.962675094604492 (21.003543130282697) | > loss_duration: 2.147629737854004 (2.203126414068814) | > loss_1: 34.185001373291016 (34.29807847121667) | > grad_norm_1: tensor(68.6415, device='cuda:0') (tensor(114.9236, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3457 (0.3401429570954421) | > loader_time: 0.003 (0.003064073365310143)  --> TIME: 2024-06-10 16:27:26 -- STEP: 54/330 -- GLOBAL_STEP: 99275 | > loss_disc: 2.24283504486084 (2.2284979202129223) | > loss_disc_real_0: 0.11665698885917664 (0.11674138586278315) | > loss_disc_real_1: 0.26276931166648865 (0.20249401170898368) | > loss_disc_real_2: 0.21021604537963867 (0.21086094473247174) | > loss_disc_real_3: 0.2293347269296646 (0.22002121171465627) | > loss_disc_real_4: 0.22265273332595825 (0.21362138236010517) | > loss_disc_real_5: 0.21609143912792206 (0.21269536791024385) | > loss_0: 2.24283504486084 (2.2284979202129223) | > grad_norm_0: tensor(12.2141, device='cuda:0') (tensor(14.0129, device='cuda:0')) | > loss_gen: 2.6028754711151123 (2.647123667928907) | > loss_kl: 1.5498486757278442 (1.451133758933456) | > loss_feat: 6.60673713684082 (6.998413854175144) | > loss_mel: 21.73053741455078 (21.113568800467032) | > loss_duration: 2.1175341606140137 (2.157991718362879) | > loss_1: 34.6075325012207 (34.36823166741266) | > grad_norm_1: tensor(104.9606, device='cuda:0') (tensor(137.8139, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3766 (0.34655951570581506) | > loader_time: 0.0036 (0.0031895858270150645)  --> TIME: 2024-06-10 16:27:35 -- STEP: 79/330 -- GLOBAL_STEP: 99300 | > loss_disc: 2.297534704208374 (2.2225942762592172) | > loss_disc_real_0: 0.13415925204753876 (0.11602914786037011) | > loss_disc_real_1: 0.25363820791244507 (0.20270171912410592) | > loss_disc_real_2: 0.21511630713939667 (0.21117139975481394) | > loss_disc_real_3: 0.20182929933071136 (0.2166533434315573) | > loss_disc_real_4: 0.20762944221496582 (0.21098244944705238) | > loss_disc_real_5: 0.18493866920471191 (0.21026303590853004) | > loss_0: 2.297534704208374 (2.2225942762592172) | > grad_norm_0: tensor(7.1280, device='cuda:0') (tensor(12.6279, device='cuda:0')) | > loss_gen: 2.482250213623047 (2.653347256817395) | > loss_kl: 1.636277675628662 (1.4505152928678298) | > loss_feat: 6.537403583526611 (7.102909178673467) | > loss_mel: 20.3461971282959 (21.109208553652216) | > loss_duration: 2.063086986541748 (2.1395218372344975) | > loss_1: 33.065216064453125 (34.45550203926955) | > grad_norm_1: tensor(64.0441, device='cuda:0') (tensor(132.0435, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3595 (0.3525347407860092) | > loader_time: 0.0036 (0.003358696080461333)  --> TIME: 2024-06-10 16:27:44 -- STEP: 104/330 -- GLOBAL_STEP: 99325 | > loss_disc: 2.1740784645080566 (2.2259879387342014) | > loss_disc_real_0: 0.1004895269870758 (0.11806893026312956) | > loss_disc_real_1: 0.24147191643714905 (0.2052673243272763) | > loss_disc_real_2: 0.264568567276001 (0.21247462211893156) | > loss_disc_real_3: 0.20827677845954895 (0.21815759144150293) | > loss_disc_real_4: 0.19757112860679626 (0.2103636132983061) | > loss_disc_real_5: 0.19720524549484253 (0.21064180307663405) | > loss_0: 2.1740784645080566 (2.2259879387342014) | > grad_norm_0: tensor(10.8567, device='cuda:0') (tensor(12.4947, device='cuda:0')) | > loss_gen: 2.693035364151001 (2.662789560281312) | > loss_kl: 1.4000012874603271 (1.4457730971849883) | > loss_feat: 7.369993686676025 (7.1476755646558905) | > loss_mel: 20.885780334472656 (21.118201457537136) | > loss_duration: 2.1581664085388184 (2.1331846370146827) | > loss_1: 34.50697708129883 (34.507624186002275) | > grad_norm_1: tensor(184.6540, device='cuda:0') (tensor(138.6737, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3591 (0.35716282404386096) | > loader_time: 0.0045 (0.003489459936435406)  --> TIME: 2024-06-10 16:27:54 -- STEP: 129/330 -- GLOBAL_STEP: 99350 | > loss_disc: 1.9860985279083252 (2.21626430703688) | > loss_disc_real_0: 0.09385757148265839 (0.11648431541614754) | > loss_disc_real_1: 0.19362372159957886 (0.20628195758475815) | > loss_disc_real_2: 0.21484120190143585 (0.21215918267420095) | > loss_disc_real_3: 0.22488747537136078 (0.21754700915758) | > loss_disc_real_4: 0.1965656876564026 (0.21004824582920517) | > loss_disc_real_5: 0.19527456164360046 (0.20856762648552887) | > loss_0: 1.9860985279083252 (2.21626430703688) | > grad_norm_0: tensor(8.6259, device='cuda:0') (tensor(12.2337, device='cuda:0')) | > loss_gen: 2.973780393600464 (2.6671195178068876) | > loss_kl: 1.444154143333435 (1.4448031981786091) | > loss_feat: 7.171444892883301 (7.174704492554184) | > loss_mel: 20.774097442626953 (21.125786226849222) | > loss_duration: 2.0794262886047363 (2.1297922208327655) | > loss_1: 34.442901611328125 (34.54220554440519) | > grad_norm_1: tensor(96.1498, device='cuda:0') (tensor(136.5282, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3655 (0.3576172858245614) | > loader_time: 0.0038 (0.00357900109401969)  --> TIME: 2024-06-10 16:28:03 -- STEP: 154/330 -- GLOBAL_STEP: 99375 | > loss_disc: 2.182513952255249 (2.2072796419069363) | > loss_disc_real_0: 0.08768901228904724 (0.11612787697609368) | > loss_disc_real_1: 0.20409052073955536 (0.20604477048694317) | > loss_disc_real_2: 0.2007608264684677 (0.21132701606332482) | > loss_disc_real_3: 0.20151840150356293 (0.2164150263581957) | > loss_disc_real_4: 0.2439357191324234 (0.20857262930699758) | > loss_disc_real_5: 0.2292918711900711 (0.20713582489784665) | > loss_0: 2.182513952255249 (2.2072796419069363) | > grad_norm_0: tensor(6.7056, device='cuda:0') (tensor(12.6461, device='cuda:0')) | > loss_gen: 2.775489330291748 (2.687838111604962) | > loss_kl: 1.3889291286468506 (1.4466661911506156) | > loss_feat: 7.578073978424072 (7.244951362733717) | > loss_mel: 21.53780174255371 (21.14623071001721) | > loss_duration: 2.1077256202697754 (2.130044539253433) | > loss_1: 35.38801956176758 (34.65573075529816) | > grad_norm_1: tensor(101.9463, device='cuda:0') (tensor(145.9311, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3695 (0.358785223651242) | > loader_time: 0.0041 (0.003675609439998478)  --> TIME: 2024-06-10 16:28:12 -- STEP: 179/330 -- GLOBAL_STEP: 99400 | > loss_disc: 2.170884609222412 (2.2043448573384197) | > loss_disc_real_0: 0.13218966126441956 (0.11698352687019209) | > loss_disc_real_1: 0.17306366562843323 (0.20528324347967547) | > loss_disc_real_2: 0.22152508795261383 (0.21083887254392636) | > loss_disc_real_3: 0.245774045586586 (0.21599241633321986) | > loss_disc_real_4: 0.23551267385482788 (0.207925155675611) | > loss_disc_real_5: 0.2258022576570511 (0.2066984621173177) | > loss_0: 2.170884609222412 (2.2043448573384197) | > grad_norm_0: tensor(8.0064, device='cuda:0') (tensor(12.8491, device='cuda:0')) | > loss_gen: 2.847621440887451 (2.691607151617551) | > loss_kl: 1.5729433298110962 (1.4375788000042884) | > loss_feat: 8.514007568359375 (7.28418320117716) | > loss_mel: 21.44805908203125 (21.1305316413581) | > loss_duration: 2.1511647701263428 (2.133215466025155) | > loss_1: 36.53379821777344 (34.677116202242544) | > grad_norm_1: tensor(211.2357, device='cuda:0') (tensor(150.5060, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.4032 (0.3606628199529383) | > loader_time: 0.0043 (0.003758013581430446)  --> TIME: 2024-06-10 16:28:22 -- STEP: 204/330 -- GLOBAL_STEP: 99425 | > loss_disc: 2.252204656600952 (2.201821674318874) | > loss_disc_real_0: 0.12366283684968948 (0.11588636931835436) | > loss_disc_real_1: 0.18625196814537048 (0.204834489918807) | > loss_disc_real_2: 0.20439262688159943 (0.21088972979900883) | > loss_disc_real_3: 0.20584514737129211 (0.21585432695699672) | > loss_disc_real_4: 0.17939350008964539 (0.20809394245346388) | > loss_disc_real_5: 0.19187287986278534 (0.20629172669906246) | > loss_0: 2.252204656600952 (2.201821674318874) | > grad_norm_0: tensor(30.0905, device='cuda:0') (tensor(12.8084, device='cuda:0')) | > loss_gen: 2.782949924468994 (2.699730910506903) | > loss_kl: 1.64705228805542 (1.4397475830480169) | > loss_feat: 8.2069673538208 (7.325761568312552) | > loss_mel: 22.029211044311523 (21.104450085583856) | > loss_duration: 2.1092281341552734 (2.1380224636956746) | > loss_1: 36.77540588378906 (34.70771252875235) | > grad_norm_1: tensor(213.6843, device='cuda:0') (tensor(157.6936, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.3948 (0.36413212032879116) | > loader_time: 0.005 (0.003899204964731254)  --> TIME: 2024-06-10 16:28:32 -- STEP: 229/330 -- GLOBAL_STEP: 99450 | > loss_disc: 2.126917839050293 (2.202724496350018) | > loss_disc_real_0: 0.12260175496339798 (0.11719742827280119) | > loss_disc_real_1: 0.20310716331005096 (0.20493456975081084) | > loss_disc_real_2: 0.22253617644309998 (0.2120931196030571) | > loss_disc_real_3: 0.23361892998218536 (0.21543612835448903) | > loss_disc_real_4: 0.23932397365570068 (0.20883682552383456) | > loss_disc_real_5: 0.2169872224330902 (0.2069789130875117) | > loss_0: 2.126917839050293 (2.202724496350018) | > grad_norm_0: tensor(18.7081, device='cuda:0') (tensor(13.5605, device='cuda:0')) | > loss_gen: 2.745972156524658 (2.7088040816211283) | > loss_kl: 1.4327178001403809 (1.443279104461837) | > loss_feat: 7.267104148864746 (7.360259934804325) | > loss_mel: 20.974943161010742 (21.06282379949978) | > loss_duration: 2.2221405506134033 (2.144369535571102) | > loss_1: 34.642879486083984 (34.71953636069484) | > grad_norm_1: tensor(158.7860, device='cuda:0') (tensor(159.5103, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.4073 (0.3680449146370702) | > loader_time: 0.0057 (0.00405980509962057)  --> TIME: 2024-06-10 16:28:43 -- STEP: 254/330 -- GLOBAL_STEP: 99475 | > loss_disc: 2.1464791297912598 (2.205568240383479) | > loss_disc_real_0: 0.13083462417125702 (0.1178741561263565) | > loss_disc_real_1: 0.18741941452026367 (0.20476064801685456) | > loss_disc_real_2: 0.2121589630842209 (0.21183377081953633) | > loss_disc_real_3: 0.22113770246505737 (0.2155840834529381) | > loss_disc_real_4: 0.191248819231987 (0.2093484655726613) | > loss_disc_real_5: 0.1889503449201584 (0.20647011122365638) | > loss_0: 2.1464791297912598 (2.205568240383479) | > grad_norm_0: tensor(39.0636, device='cuda:0') (tensor(14.2261, device='cuda:0')) | > loss_gen: 2.7286787033081055 (2.702269780354237) | > loss_kl: 1.3245644569396973 (1.4418720978451531) | > loss_feat: 7.311689376831055 (7.343266147328174) | > loss_mel: 20.061796188354492 (21.02626990521048) | > loss_duration: 2.1546027660369873 (2.1493757709743466) | > loss_1: 33.581329345703125 (34.66305355762871) | > grad_norm_1: tensor(320.7167, device='cuda:0') (tensor(169.9598, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.4112 (0.37260860627091785) | > loader_time: 0.0058 (0.004210699261642817)  --> TIME: 2024-06-10 16:28:54 -- STEP: 279/330 -- GLOBAL_STEP: 99500 | > loss_disc: 2.357255458831787 (2.2046829329596624) | > loss_disc_real_0: 0.15360265970230103 (0.11918391554372712) | > loss_disc_real_1: 0.21891692280769348 (0.20493544809066275) | > loss_disc_real_2: 0.20244793593883514 (0.21181676753105655) | > loss_disc_real_3: 0.28531742095947266 (0.21520261754912712) | > loss_disc_real_4: 0.2271919697523117 (0.20885122361789896) | > loss_disc_real_5: 0.24009232223033905 (0.20610526513882438) | > loss_0: 2.357255458831787 (2.2046829329596624) | > grad_norm_0: tensor(13.7162, device='cuda:0') (tensor(15.2301, device='cuda:0')) | > loss_gen: 2.8933703899383545 (2.714923359587201) | > loss_kl: 1.4943000078201294 (1.442850293651704) | > loss_feat: 8.185554504394531 (7.395998071171474) | > loss_mel: 21.85860824584961 (21.013383236409943) | > loss_duration: 2.2234973907470703 (2.1569159347096654) | > loss_1: 36.65533447265625 (34.72407081904804) | > grad_norm_1: tensor(116.1417, device='cuda:0') (tensor(176.1134, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.422 (0.37687962542298026) | > loader_time: 0.0058 (0.004343952329355328) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_99500.pth  --> TIME: 2024-06-10 16:29:10 -- STEP: 304/330 -- GLOBAL_STEP: 99525 | > loss_disc: 2.043752670288086 (2.1965366629393483) | > loss_disc_real_0: 0.08593708276748657 (0.11717350299372092) | > loss_disc_real_1: 0.20129847526550293 (0.20508051411199735) | > loss_disc_real_2: 0.1740720421075821 (0.21180834229055198) | > loss_disc_real_3: 0.15893635153770447 (0.21460968672641004) | > loss_disc_real_4: 0.1756669282913208 (0.20724585716073451) | > loss_disc_real_5: 0.1524083912372589 (0.2053065352435959) | > loss_0: 2.043752670288086 (2.1965366629393483) | > grad_norm_0: tensor(14.1684, device='cuda:0') (tensor(15.9276, device='cuda:0')) | > loss_gen: 2.848675012588501 (2.7262095887410003) | > loss_kl: 1.6152528524398804 (1.4466487749626766) | > loss_feat: 8.947840690612793 (7.444963048947482) | > loss_mel: 19.4345703125 (20.976819785017714) | > loss_duration: 2.2911314964294434 (2.1659810229351644) | > loss_1: 35.13747024536133 (34.76062209982621) | > grad_norm_1: tensor(239.2440, device='cuda:0') (tensor(184.0666, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.4624 (0.38397051158704265) | > loader_time: 0.0075 (0.0045419115769235715)  --> TIME: 2024-06-10 16:29:37 -- STEP: 329/330 -- GLOBAL_STEP: 99550 | > loss_disc: 2.2751643657684326 (2.1984795386305698) | > loss_disc_real_0: 0.14413703978061676 (0.11697040766613462) | > loss_disc_real_1: 0.2046125829219818 (0.20704527301175987) | > loss_disc_real_2: 0.28922131657600403 (0.21281376816219105) | > loss_disc_real_3: 0.21679942309856415 (0.21452677607717477) | > loss_disc_real_4: 0.16932642459869385 (0.20704248968772251) | > loss_disc_real_5: 0.20618629455566406 (0.20504117659703577) | > loss_0: 2.2751643657684326 (2.1984795386305698) | > grad_norm_0: tensor(13.5410, device='cuda:0') (tensor(16.0168, device='cuda:0')) | > loss_gen: 3.0433318614959717 (2.732736359251305) | > loss_kl: 1.8406600952148438 (1.4576612739939816) | > loss_feat: 12.418182373046875 (7.589484500305265) | > loss_mel: 20.636940002441406 (20.977992918716012) | > loss_duration: 2.283935546875 (2.1785345273177303) | > loss_1: 40.22304916381836 (34.936409425590504) | > grad_norm_1: tensor(233.3750, device='cuda:0') (tensor(188.7147, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 12.7093 (0.4347158862464698) | > loader_time: 0.0348 (0.004967812709170634)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.7425609827041626 (1.7425609827041626) | > loss_disc_real_0: 0.07494209706783295 (0.07494209706783295) | > loss_disc_real_1: 0.14701278507709503 (0.14701278507709503) | > loss_disc_real_2: 0.23081426322460175 (0.23081426322460175) | > loss_disc_real_3: 0.18095533549785614 (0.18095533549785614) | > loss_disc_real_4: 0.18976044654846191 (0.18976044654846191) | > loss_disc_real_5: 0.13965199887752533 (0.13965199887752533) | > loss_0: 1.7425609827041626 (1.7425609827041626) | > loss_gen: 3.268698215484619 (3.268698215484619) | > loss_kl: 1.441402792930603 (1.441402792930603) | > loss_feat: 8.11154556274414 (8.11154556274414) | > loss_mel: 19.273624420166016 (19.273624420166016) | > loss_duration: 2.753361701965332 (2.753361701965332) | > loss_1: 34.8486328125 (34.8486328125)  --> STEP: 1 | > loss_disc: 1.9955227375030518 (1.9955227375030518) | > loss_disc_real_0: 0.0851629450917244 (0.0851629450917244) | > loss_disc_real_1: 0.17932796478271484 (0.17932796478271484) | > loss_disc_real_2: 0.26706936955451965 (0.26706936955451965) | > loss_disc_real_3: 0.21079516410827637 (0.21079516410827637) | > loss_disc_real_4: 0.17655502259731293 (0.17655502259731293) | > loss_disc_real_5: 0.20985624194145203 (0.20985624194145203) | > loss_0: 1.9955227375030518 (1.9955227375030518) | > loss_gen: 2.9199318885803223 (2.9199318885803223) | > loss_kl: 1.3939319849014282 (1.3939319849014282) | > loss_feat: 6.602123260498047 (6.602123260498047) | > loss_mel: 21.73423957824707 (21.73423957824707) | > loss_duration: 2.2900469303131104 (2.2900469303131104) | > loss_1: 34.94027328491211 (34.94027328491211)  --> STEP: 2 | > loss_disc: 2.355562686920166 (2.175542712211609) | > loss_disc_real_0: 0.10747911036014557 (0.09632102772593498) | > loss_disc_real_1: 0.14774733781814575 (0.1635376513004303) | > loss_disc_real_2: 0.22702038288116455 (0.2470448762178421) | > loss_disc_real_3: 0.2229633927345276 (0.21687927842140198) | > loss_disc_real_4: 0.34195590019226074 (0.25925546139478683) | > loss_disc_real_5: 0.26945239305496216 (0.2396543174982071) | > loss_0: 2.355562686920166 (2.175542712211609) | > loss_gen: 2.7370173931121826 (2.8284746408462524) | > loss_kl: 1.5078047513961792 (1.4508683681488037) | > loss_feat: 6.200217247009277 (6.401170253753662) | > loss_mel: 24.209821701049805 (22.972030639648438) | > loss_duration: 2.4231863021850586 (2.3566166162490845) | > loss_1: 37.07804870605469 (36.0091609954834)  --> STEP: 3 | > loss_disc: 1.578061580657959 (1.9763823350270588) | > loss_disc_real_0: 0.052681926637887955 (0.08177466069658597) | > loss_disc_real_1: 0.20427283644676208 (0.17711604634920755) | > loss_disc_real_2: 0.19986729323863983 (0.2313190152247747) | > loss_disc_real_3: 0.1344398856163025 (0.18939948081970215) | > loss_disc_real_4: 0.13388600945472717 (0.21746564408143362) | > loss_disc_real_5: 0.1244427040219307 (0.2012504463394483) | > loss_0: 1.578061580657959 (1.9763823350270588) | > loss_gen: 3.1063947677612305 (2.921114683151245) | > loss_kl: 2.3300395011901855 (1.743925412495931) | > loss_feat: 9.047700881958008 (7.283347129821777) | > loss_mel: 22.875991821289062 (22.940017700195312) | > loss_duration: 2.2283079624176025 (2.313847064971924) | > loss_1: 39.588436126708984 (37.20225270589193)  --> STEP: 4 | > loss_disc: 2.2855124473571777 (2.0536648631095886) | > loss_disc_real_0: 0.14562907814979553 (0.09773826505988836) | > loss_disc_real_1: 0.20722950994968414 (0.1846444122493267) | > loss_disc_real_2: 0.32441776990890503 (0.25459370389580727) | > loss_disc_real_3: 0.1716371327638626 (0.18495889380574226) | > loss_disc_real_4: 0.3179803490638733 (0.24259432032704353) | > loss_disc_real_5: 0.3054490089416504 (0.22730008698999882) | > loss_0: 2.2855124473571777 (2.0536648631095886) | > loss_gen: 2.879672050476074 (2.9107540249824524) | > loss_kl: 1.8769406080245972 (1.7771792113780975) | > loss_feat: 5.9882283210754395 (6.959567427635193) | > loss_mel: 19.740324020385742 (22.14009428024292) | > loss_duration: 2.2633719444274902 (2.3012282848358154) | > loss_1: 32.74853515625 (36.088823318481445)  --> STEP: 5 | > loss_disc: 1.6025313138961792 (1.9634381532669067) | > loss_disc_real_0: 0.04604094475507736 (0.08739880099892616) | > loss_disc_real_1: 0.15432153642177582 (0.17857983708381653) | > loss_disc_real_2: 0.24783778190612793 (0.2532425194978714) | > loss_disc_real_3: 0.12708725035190582 (0.17338456511497496) | > loss_disc_real_4: 0.19946718215942383 (0.2339688926935196) | > loss_disc_real_5: 0.136254221200943 (0.20909091383218764) | > loss_0: 1.6025313138961792 (1.9634381532669067) | > loss_gen: 3.280315637588501 (2.984666347503662) | > loss_kl: 1.937642216682434 (1.8092718124389648) | > loss_feat: 8.297446250915527 (7.22714319229126) | > loss_mel: 21.884828567504883 (22.08904113769531) | > loss_duration: 2.3804287910461426 (2.3170683860778807) | > loss_1: 37.780662536621094 (36.427191162109374)  --> STEP: 6 | > loss_disc: 1.9825849533081055 (1.9666292866071065) | > loss_disc_real_0: 0.0555005744099617 (0.08208242990076542) | > loss_disc_real_1: 0.19776837527751923 (0.18177792678276697) | > loss_disc_real_2: 0.2545386254787445 (0.25345853716135025) | > loss_disc_real_3: 0.2094630002975464 (0.17939763764540353) | > loss_disc_real_4: 0.312531441450119 (0.2470626508196195) | > loss_disc_real_5: 0.21589025855064392 (0.21022413795193037) | > loss_0: 1.9825849533081055 (1.9666292866071065) | > loss_gen: 3.343798875808716 (3.044521768887838) | > loss_kl: 1.053667664527893 (1.6833377877871196) | > loss_feat: 7.3381524085998535 (7.245644728342692) | > loss_mel: 21.4285831451416 (21.978964805603027) | > loss_duration: 2.1056299209594727 (2.2818286418914795) | > loss_1: 35.269832611083984 (36.23429807027181)  --> STEP: 7 | > loss_disc: 2.5601601600646973 (2.0514194113867625) | > loss_disc_real_0: 0.07138368487358093 (0.08055403775402478) | > loss_disc_real_1: 0.20753996074199677 (0.18545821734837123) | > loss_disc_real_2: 0.21070237457752228 (0.2473505139350891) | > loss_disc_real_3: 0.19576598703861237 (0.1817359732730048) | > loss_disc_real_4: 0.2304287552833557 (0.24468638002872467) | > loss_disc_real_5: 0.23132960498332977 (0.2132392046707017) | > loss_0: 2.5601601600646973 (2.0514194113867625) | > loss_gen: 2.243690013885498 (2.930117232458932) | > loss_kl: 1.7733873128890991 (1.696202005658831) | > loss_feat: 6.928198337554932 (7.20029524394444) | > loss_mel: 22.755279541015625 (22.08986691066197) | > loss_duration: 2.444971799850464 (2.3051348073141917) | > loss_1: 36.14552688598633 (36.22161647251674)  --> STEP: 8 | > loss_disc: 1.6983869075775146 (2.0072903484106064) | > loss_disc_real_0: 0.06127206236124039 (0.07814379082992673) | > loss_disc_real_1: 0.18074379861354828 (0.18486891500651836) | > loss_disc_real_2: 0.27006298303604126 (0.25018957257270813) | > loss_disc_real_3: 0.11548750847578049 (0.17345491517335176) | > loss_disc_real_4: 0.16452299058437347 (0.23466595634818077) | > loss_disc_real_5: 0.15845312178134918 (0.20639094430953264) | > loss_0: 1.6983869075775146 (2.0072903484106064) | > loss_gen: 3.3707265853881836 (2.9851934015750885) | > loss_kl: 2.1361021995544434 (1.7511895298957825) | > loss_feat: 9.13713550567627 (7.442400276660919) | > loss_mel: 23.69378662109375 (22.290356874465942) | > loss_duration: 2.1889266967773438 (2.2906087934970856) | > loss_1: 40.52667999267578 (36.75974941253662)  --> STEP: 9 | > loss_disc: 2.430610179901123 (2.054325885242886) | > loss_disc_real_0: 0.19752781093120575 (0.09140868195229107) | > loss_disc_real_1: 0.15016059577465057 (0.18101243509186637) | > loss_disc_real_2: 0.24135616421699524 (0.2492080827554067) | > loss_disc_real_3: 0.25506824254989624 (0.18252306265963447) | > loss_disc_real_4: 0.2694670557975769 (0.23853274517589146) | > loss_disc_real_5: 0.2214830219745636 (0.20806784182786942) | > loss_0: 2.430610179901123 (2.054325885242886) | > loss_gen: 2.8773303031921387 (2.973208612865872) | > loss_kl: 1.4147125482559204 (1.7138031986024644) | > loss_feat: 10.918932914733887 (7.828681680891249) | > loss_mel: 22.343286514282227 (22.29623794555664) | > loss_duration: 2.1224303245544434 (2.271922296947903) | > loss_1: 39.676692962646484 (37.083854251437714)  --> STEP: 10 | > loss_disc: 1.567924976348877 (2.005685794353485) | > loss_disc_real_0: 0.05454431474208832 (0.08772224523127078) | > loss_disc_real_1: 0.1413349062204361 (0.17704468220472336) | > loss_disc_real_2: 0.22250236570835114 (0.24653751105070115) | > loss_disc_real_3: 0.10579339414834976 (0.17485009580850602) | > loss_disc_real_4: 0.15260842442512512 (0.2299403131008148) | > loss_disc_real_5: 0.10146962851285934 (0.1974080204963684) | > loss_0: 1.567924976348877 (2.005685794353485) | > loss_gen: 3.243675470352173 (3.000255298614502) | > loss_kl: 1.5685797929763794 (1.699280858039856) | > loss_feat: 8.303531646728516 (7.876166677474975) | > loss_mel: 20.58768081665039 (22.125382232666016) | > loss_duration: 2.294750452041626 (2.2742051124572753) | > loss_1: 35.99821853637695 (36.97529067993164)  --> STEP: 11 | > loss_disc: 2.0656585693359375 (2.0111378648064355) | > loss_disc_real_0: 0.21065610647201538 (0.0988980507986112) | > loss_disc_real_1: 0.1444227248430252 (0.17407904971729626) | > loss_disc_real_2: 0.2873363494873047 (0.25024649636311963) | > loss_disc_real_3: 0.25712770223617554 (0.18232987821102142) | > loss_disc_real_4: 0.3134227991104126 (0.23752963001077826) | > loss_disc_real_5: 0.23970471322536469 (0.2012531743808226) | > loss_0: 2.0656585693359375 (2.0111378648064355) | > loss_gen: 3.8258795738220215 (3.0753120509060947) | > loss_kl: 1.6772128343582153 (1.6972746740687976) | > loss_feat: 7.477022171020508 (7.839880813251842) | > loss_mel: 20.689266204833984 (21.994826230135832) | > loss_duration: 2.3950889110565186 (2.2851945486935703) | > loss_1: 36.06446838378906 (36.892488653009586)  --> STEP: 12 | > loss_disc: 2.197157859802246 (2.0266395310560865) | > loss_disc_real_0: 0.07741515338420868 (0.09710780934741099) | > loss_disc_real_1: 0.14336080849170685 (0.17151919628183046) | > loss_disc_real_2: 0.23224447667598724 (0.2487463280558586) | > loss_disc_real_3: 0.18833564221858978 (0.18283035854498544) | > loss_disc_real_4: 0.21271082758903503 (0.235461396475633) | > loss_disc_real_5: 0.15859465301036835 (0.19769829759995142) | > loss_0: 2.197157859802246 (2.0266395310560865) | > loss_gen: 2.4991378784179688 (3.027297536532084) | > loss_kl: 1.540050983428955 (1.684172699848811) | > loss_feat: 7.642461776733398 (7.823429226875305) | > loss_mel: 22.49439239501953 (22.03645674387614) | > loss_duration: 2.230306386947632 (2.280620535214742) | > loss_1: 36.40634536743164 (36.85197671254476)  --> STEP: 13 | > loss_disc: 1.9781622886657715 (2.022910512410678) | > loss_disc_real_0: 0.09623093903064728 (0.09704035778458302) | > loss_disc_real_1: 0.18930278718471527 (0.1728871648128216) | > loss_disc_real_2: 0.274863064289093 (0.25075530776610744) | > loss_disc_real_3: 0.23864363133907318 (0.18712368722145373) | > loss_disc_real_4: 0.23983973264694214 (0.2357981915657337) | > loss_disc_real_5: 0.17342860996723175 (0.19583139855128068) | > loss_0: 1.9781622886657715 (2.022910512410678) | > loss_gen: 3.155348300933838 (3.037147595332219) | > loss_kl: 1.395787000656128 (1.6619891845262968) | > loss_feat: 7.528804302215576 (7.800765771132249) | > loss_mel: 19.631572723388672 (21.851465665377102) | > loss_duration: 2.109903335571289 (2.2674884429344764) | > loss_1: 33.821414947509766 (36.618856576772835)  --> STEP: 14 | > loss_disc: 2.2526280879974365 (2.039318910666875) | > loss_disc_real_0: 0.15484264492988586 (0.10116909258067608) | > loss_disc_real_1: 0.17086255550384521 (0.17274254986218043) | > loss_disc_real_2: 0.28792276978492737 (0.25341012648173744) | > loss_disc_real_3: 0.23499815165996552 (0.19054329182420457) | > loss_disc_real_4: 0.2894337773323059 (0.23962930483477457) | > loss_disc_real_5: 0.20008376240730286 (0.19613513882671083) | > loss_0: 2.2526280879974365 (2.039318910666875) | > loss_gen: 3.07490611076355 (3.0398446321487427) | > loss_kl: 1.6226587295532227 (1.6591798663139343) | > loss_feat: 7.9631853103637695 (7.812367166791644) | > loss_mel: 22.06171417236328 (21.866483415876115) | > loss_duration: 2.341459274291992 (2.2727720737457275) | > loss_1: 37.063926696777344 (36.6506472996303)  --> STEP: 15 | > loss_disc: 2.477484941482544 (2.0685299793879195) | > loss_disc_real_0: 0.12485918402671814 (0.10274843201041221) | > loss_disc_real_1: 0.17578159272670746 (0.17294515271981556) | > loss_disc_real_2: 0.27633094787597656 (0.25493818124135337) | > loss_disc_real_3: 0.21716196835041046 (0.19231787025928498) | > loss_disc_real_4: 0.3902357816696167 (0.24966973662376404) | > loss_disc_real_5: 0.3308947682380676 (0.20511911412080128) | > loss_0: 2.477484941482544 (2.0685299793879195) | > loss_gen: 2.7623848915100098 (3.0213473161061604) | > loss_kl: 1.65981125831604 (1.6592219591140747) | > loss_feat: 7.251229286193848 (7.77495797475179) | > loss_mel: 19.812959671020508 (21.729581832885742) | > loss_duration: 2.289796829223633 (2.2739070574442546) | > loss_1: 33.776180267333984 (36.45901616414388)  --> STEP: 16 | > loss_disc: 1.7680985927581787 (2.0497530177235608) | > loss_disc_real_0: 0.08738575875759125 (0.1017882649321109) | > loss_disc_real_1: 0.15999028086662292 (0.17213547322899103) | > loss_disc_real_2: 0.279437780380249 (0.25646940618753433) | > loss_disc_real_3: 0.16460099816322327 (0.19058556575328112) | > loss_disc_real_4: 0.23752421140670776 (0.24891064129769802) | > loss_disc_real_5: 0.1802794337272644 (0.20356663409620523) | > loss_0: 1.7680985927581787 (2.0497530177235608) | > loss_gen: 3.4627251625061035 (3.048933431506157) | > loss_kl: 1.3224153518676758 (1.6381715461611748) | > loss_feat: 8.924217224121094 (7.846786677837372) | > loss_mel: 20.62569808959961 (21.66058909893036) | > loss_duration: 2.3291778564453125 (2.2773614823818207) | > loss_1: 36.66423416137695 (36.47184228897095)  --> STEP: 17 | > loss_disc: 2.1747357845306396 (2.0571049451828007) | > loss_disc_real_0: 0.07169082760810852 (0.10001782744246371) | > loss_disc_real_1: 0.19916172325611115 (0.17372525264235103) | > loss_disc_real_2: 0.35601159930229187 (0.26232482931193185) | > loss_disc_real_3: 0.25639665126800537 (0.19445680607767665) | > loss_disc_real_4: 0.31088805198669434 (0.2525563713382272) | > loss_disc_real_5: 0.31047675013542175 (0.20985546445145326) | > loss_0: 2.1747357845306396 (2.0571049451828007) | > loss_gen: 3.6299855709075928 (3.083112969118006) | > loss_kl: 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2.155838966369629 (2.27530656920539) | > loss_1: 38.36032485961914 (36.51153204176161)  --> STEP: 19 | > loss_disc: 2.624276638031006 (2.0936956091930994) | > loss_disc_real_0: 0.2604362368583679 (0.1097796349541137) | > loss_disc_real_1: 0.15185047686100006 (0.1726919789063303) | > loss_disc_real_2: 0.24946816265583038 (0.2651515877560565) | > loss_disc_real_3: 0.22990261018276215 (0.20116177514979713) | > loss_disc_real_4: 0.24948549270629883 (0.2600772804335544) | > loss_disc_real_5: 0.30777615308761597 (0.21469956871710325) | > loss_0: 2.624276638031006 (2.0936956091930994) | > loss_gen: 2.2584567070007324 (3.0765164902335718) | > loss_kl: 1.845153570175171 (1.6553106433466862) | > loss_feat: 5.711656093597412 (7.708310654288844) | > loss_mel: 17.960615158081055 (21.45606944435521) | > loss_duration: 2.345963954925537 (2.2790253789801347) | > loss_1: 30.12184715270996 (36.17523283707468)  --> STEP: 20 | > loss_disc: 2.341036081314087 (2.1060626327991487) | > loss_disc_real_0: 0.07238239049911499 (0.10790977273136378) | > loss_disc_real_1: 0.18069134652614594 (0.17309194728732108) | > loss_disc_real_2: 0.30737993121147156 (0.26726300492882726) | > loss_disc_real_3: 0.39247602224349976 (0.21072748750448228) | > loss_disc_real_4: 0.5406106114387512 (0.27410394698381424) | > loss_disc_real_5: 0.3964358866214752 (0.22378638461232186) | > loss_0: 2.341036081314087 (2.1060626327991487) | > loss_gen: 4.430175304412842 (3.1441994309425354) | > loss_kl: 1.3601713180541992 (1.6405536770820617) | > loss_feat: 8.498165130615234 (7.747803378105163) | > loss_mel: 23.36743927001953 (21.55163793563843) | > loss_duration: 2.3577375411987305 (2.2829609870910645) | > loss_1: 40.01369094848633 (36.36715574264527)  --> STEP: 21 | > loss_disc: 2.198988914489746 (2.110487693832034) | > loss_disc_real_0: 0.1790163218975067 (0.11129579888213248) | > loss_disc_real_1: 0.19754809141159058 (0.17425652557895296) | > loss_disc_real_2: 0.28526365756988525 (0.26812017886411577) | > loss_disc_real_3: 0.18641553819179535 (0.20956977563244955) | > loss_disc_real_4: 0.14631503820419312 (0.2680187608514513) | > loss_disc_real_5: 0.1815304160118103 (0.22177419563134512) | > loss_0: 2.198988914489746 (2.110487693832034) | > loss_gen: 2.725909948348999 (3.124280884152367) | > loss_kl: 1.021865963935852 (1.6110923574084328) | > loss_feat: 6.014430046081543 (7.6652617908659435) | > loss_mel: 15.190929412841797 (21.248747053600493) | > loss_duration: 2.1787753105163574 (2.277999764397031) | > loss_1: 27.131912231445312 (35.92738224211193)  --> STEP: 22 | > loss_disc: 2.126157283782959 (2.1111999479207126) | > loss_disc_real_0: 0.08597147464752197 (0.11014469323510473) | > loss_disc_real_1: 0.14933714270591736 (0.17312382635745135) | > loss_disc_real_2: 0.2518550753593445 (0.26738085597753525) | > loss_disc_real_3: 0.22632820904254913 (0.2103315226056359) | > loss_disc_real_4: 0.3396168649196625 (0.2712732201272791) | > loss_disc_real_5: 0.24550960958003998 (0.2228530780835585) | > loss_0: 2.126157283782959 (2.1111999479207126) | > loss_gen: 3.421133041381836 (3.1377741640264336) | > loss_kl: 1.366021752357483 (1.5999527844515713) | > loss_feat: 7.929259300231934 (7.677261677655307) | > loss_mel: 22.924524307250977 (21.324918746948242) | > loss_duration: 2.1629464626312256 (2.2727700688622217) | > loss_1: 37.80388259887695 (36.01267771287398)  --> STEP: 23 | > loss_disc: 1.809680461883545 (2.0980904050495313) | > loss_disc_real_0: 0.12269022315740585 (0.11069015105781348) | > loss_disc_real_1: 0.21703211963176727 (0.17503288258676944) | > loss_disc_real_2: 0.22568407654762268 (0.2655679525240608) | > loss_disc_real_3: 0.18269670009613037 (0.2091300085834835) | > loss_disc_real_4: 0.22791194915771484 (0.26938794747642847) | > loss_disc_real_5: 0.19495992362499237 (0.2216403322375339) | > loss_0: 1.809680461883545 (2.0980904050495313) | > loss_gen: 3.458378314971924 (3.1517134749371074) | > loss_kl: 1.9821254014968872 (1.6165689851926721) | > loss_feat: 6.975244522094727 (7.646739192630934) | > loss_mel: 19.964603424072266 (21.265774602475375) | > loss_duration: 2.2824902534484863 (2.2731926855833637) | > loss_1: 34.662841796875 (35.95398919478707)  --> STEP: 24 | > loss_disc: 2.3644661903381348 (2.1091893961032233) | > loss_disc_real_0: 0.0838724821805954 (0.10957274818792939) | > loss_disc_real_1: 0.2058285027742386 (0.176316033427914) | > loss_disc_real_2: 0.2573989927768707 (0.2652275792012612) | > loss_disc_real_3: 0.2929013669490814 (0.21262048184871674) | > loss_disc_real_4: 0.35057762265205383 (0.27277085060874623) | > loss_disc_real_5: 0.40499404072761536 (0.22928007009128729) | > loss_0: 2.3644661903381348 (2.1091893961032233) | > loss_gen: 3.0276451110839844 (3.1465439597765603) | > loss_kl: 1.6760972738265991 (1.619049330552419) | > loss_feat: 5.638049125671387 (7.563043773174286) | > loss_mel: 22.670669555664062 (21.32431189219157) | > loss_duration: 2.382072925567627 (2.277729362249375) | > loss_1: 35.39453125 (35.93067844708761)  --> STEP: 25 | > loss_disc: 2.3187451362609863 (2.117571625709534) | > loss_disc_real_0: 0.1328486204147339 (0.11050378307700157) | > loss_disc_real_1: 0.2053592950105667 (0.17747776389122008) | > loss_disc_real_2: 0.2600960433483124 (0.26502231776714325) | > loss_disc_real_3: 0.19866691529750824 (0.2120623391866684) | > loss_disc_real_4: 0.35877519845962524 (0.27621102452278135) | > loss_disc_real_5: 0.26401469111442566 (0.23066945493221283) | > loss_0: 2.3187451362609863 (2.117571625709534) | > loss_gen: 2.98704195022583 (3.1401638793945312) | > loss_kl: 1.7885795831680298 (1.6258305406570435) | > loss_feat: 6.431656360626221 (7.517788276672364) | > loss_mel: 15.82423210144043 (21.104308700561525) | > loss_duration: 2.3465147018432617 (2.2804807758331305) | > loss_1: 29.37802505493164 (35.66857231140137)  --> STEP: 26 | > loss_disc: 2.5602943897247314 (2.134599424325503) | > loss_disc_real_0: 0.12354114651679993 (0.11100522013237843) | > loss_disc_real_1: 0.12876775860786438 (0.17560430214955255) | > loss_disc_real_2: 0.13506288826465607 (0.26002387817089373) | > loss_disc_real_3: 0.1740143597126007 (0.21059895536074272) | > loss_disc_real_4: 0.18795455992221832 (0.27281654511506737) | > loss_disc_real_5: 0.21968598663806915 (0.23024701384397653) | > loss_0: 2.5602943897247314 (2.134599424325503) | > loss_gen: 1.8374934196472168 (3.09006116940425) | > loss_kl: 1.890937089920044 (1.636026946397928) | > loss_feat: 8.31407356262207 (7.548414633824275) | > loss_mel: 13.815584182739258 (20.823973142183743) | > loss_duration: 2.3120346069335938 (2.28169438472161) | > loss_1: 28.170124053955078 (35.38017045534575) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022872869785015406 (+1.84682699350216e-05) | > avg_loss_disc: 2.134599424325503 (-0.2643178426302395) | > avg_loss_disc_real_0: 0.11100522013237843 (+0.00517488571886833) | > avg_loss_disc_real_1: 0.17560430214955255 (-0.17088259183443513) | > avg_loss_disc_real_2: 0.26002387817089373 (-0.07348784976280653) | > avg_loss_disc_real_3: 0.21059895536074272 (-0.08634435156216977) | > avg_loss_disc_real_4: 0.27281654511506737 (-0.009370817014804356) | > avg_loss_disc_real_5: 0.23024701384397653 (-0.015030720915931939) | > avg_loss_0: 2.134599424325503 (-0.2643178426302395) | > avg_loss_gen: 3.09006116940425 (+0.00593841992891786) | > avg_loss_kl: 1.636026946397928 (-0.010985981959563018) | > avg_loss_feat: 7.548414633824275 (+0.27471966009873583) | > avg_loss_mel: 20.823973142183743 (-0.9318432441124571) | > avg_loss_duration: 2.28169438472161 (+0.0086514674700231) | > avg_loss_1: 35.38017045534575 (-0.6535197037916873)  > EPOCH: 35/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:29:42)   --> TIME: 2024-06-10 16:29:51 -- STEP: 24/330 -- GLOBAL_STEP: 99575 | > loss_disc: 2.0942888259887695 (2.1727722883224487) | > loss_disc_real_0: 0.10230212658643723 (0.11754583784689505) | > loss_disc_real_1: 0.1702650487422943 (0.2077339186022679) | > loss_disc_real_2: 0.17452935874462128 (0.20388331698874632) | > loss_disc_real_3: 0.16185030341148376 (0.2063673666367928) | > loss_disc_real_4: 0.16874141991138458 (0.2083612196147442) | > loss_disc_real_5: 0.18207430839538574 (0.2038061904410521) | > loss_0: 2.0942888259887695 (2.1727722883224487) | > grad_norm_0: tensor(12.3926, device='cuda:0') (tensor(9.6975, device='cuda:0')) | > loss_gen: 2.729550838470459 (2.720404952764511) | > loss_kl: 1.4263885021209717 (1.480811024705569) | > loss_feat: 7.904347896575928 (6.999001284440358) | > loss_mel: 20.992982864379883 (21.268908977508545) | > loss_duration: 2.1196558475494385 (2.233533918857575) | > loss_1: 35.17292404174805 (34.70265976587932) | > grad_norm_1: tensor(127.1493, device='cuda:0') (tensor(146.3052, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.324 (0.33604617913564044) | > loader_time: 0.0031 (0.003031134605407715)  --> TIME: 2024-06-10 16:30:00 -- STEP: 49/330 -- GLOBAL_STEP: 99600 | > loss_disc: 2.1185765266418457 (2.1463513106715935) | > loss_disc_real_0: 0.09845513850450516 (0.11209823829787117) | > loss_disc_real_1: 0.19176921248435974 (0.207831688377322) | > loss_disc_real_2: 0.2614726424217224 (0.2079397728856729) | > loss_disc_real_3: 0.21640974283218384 (0.2068009406936412) | > loss_disc_real_4: 0.18279212713241577 (0.20241340082518908) | > loss_disc_real_5: 0.1731259673833847 (0.19967677368193257) | > loss_0: 2.1185765266418457 (2.1463513106715935) | > grad_norm_0: tensor(15.7271, device='cuda:0') (tensor(9.4360, device='cuda:0')) | > loss_gen: 2.9363033771514893 (2.7536345501335298) | > loss_kl: 1.3739033937454224 (1.4534165007727486) | > loss_feat: 7.538812637329102 (7.229437779407112) | > loss_mel: 21.351903915405273 (21.0853548633809) | > loss_duration: 2.0625295639038086 (2.1693827230103166) | > loss_1: 35.26345443725586 (34.69122641427177) | > grad_norm_1: tensor(182.5145, device='cuda:0') (tensor(136.1406, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3377 (0.33729603339214714) | > loader_time: 0.0033 (0.0031241981350645727)  --> TIME: 2024-06-10 16:30:08 -- STEP: 74/330 -- GLOBAL_STEP: 99625 | > loss_disc: 2.2099123001098633 (2.166822641282469) | > loss_disc_real_0: 0.11398464441299438 (0.11389804530788113) | > loss_disc_real_1: 0.20104515552520752 (0.20582717294628552) | > loss_disc_real_2: 0.20754313468933105 (0.2084639950378521) | > loss_disc_real_3: 0.23824623227119446 (0.21041549802631945) | > loss_disc_real_4: 0.20524773001670837 (0.2039132180648881) | > loss_disc_real_5: 0.1809726506471634 (0.20245045443644394) | > loss_0: 2.2099123001098633 (2.166822641282469) | > grad_norm_0: tensor(4.2671, device='cuda:0') (tensor(10.2690, device='cuda:0')) | > loss_gen: 2.687706232070923 (2.7245858231106324) | > loss_kl: 1.4041401147842407 (1.4613708789284166) | > loss_feat: 7.588626861572266 (7.264987900450423) | > loss_mel: 22.2723388671875 (21.106732677769017) | > loss_duration: 2.0289626121520996 (2.1420102618836068) | > loss_1: 35.981773376464844 (34.699687287614154) | > grad_norm_1: tensor(168.7215, device='cuda:0') (tensor(143.7444, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3309 (0.34013703707102183) | > loader_time: 0.0034 (0.003211279173155089)  --> TIME: 2024-06-10 16:30:17 -- STEP: 99/330 -- GLOBAL_STEP: 99650 | > loss_disc: 2.200141668319702 (2.179830350057044) | > loss_disc_real_0: 0.13623185455799103 (0.11590075304712912) | > loss_disc_real_1: 0.18944834172725677 (0.20514650010701377) | > loss_disc_real_2: 0.22330613434314728 (0.2095042650747781) | > loss_disc_real_3: 0.2252061665058136 (0.2113234427842227) | > loss_disc_real_4: 0.20448823273181915 (0.20532682748756023) | > loss_disc_real_5: 0.17672576010227203 (0.20339288133563418) | > loss_0: 2.200141668319702 (2.179830350057044) | > grad_norm_0: tensor(5.3507, device='cuda:0') (tensor(11.6978, device='cuda:0')) | > loss_gen: 2.6094512939453125 (2.7049612854466294) | > loss_kl: 1.3885581493377686 (1.456385339149321) | > loss_feat: 7.407449722290039 (7.2511131257721875) | > loss_mel: 21.153888702392578 (21.07646996083885) | > loss_duration: 2.093634605407715 (2.1321680509682857) | > loss_1: 34.652984619140625 (34.621097564697266) | > grad_norm_1: tensor(109.5519, device='cuda:0') (tensor(145.4789, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3535 (0.3422077472763832) | > loader_time: 0.0036 (0.003311472709732826)  --> TIME: 2024-06-10 16:30:26 -- STEP: 124/330 -- GLOBAL_STEP: 99675 | > loss_disc: 2.1264731884002686 (2.184121884645953) | > loss_disc_real_0: 0.0907118022441864 (0.11511135461830324) | > loss_disc_real_1: 0.16024890542030334 (0.20596071981614633) | > loss_disc_real_2: 0.12530983984470367 (0.20912782499386418) | > loss_disc_real_3: 0.17767950892448425 (0.21220130617580107) | > loss_disc_real_4: 0.16447719931602478 (0.20557523999483354) | > loss_disc_real_5: 0.15714415907859802 (0.2037345241875418) | > loss_0: 2.1264731884002686 (2.184121884645953) | > grad_norm_0: tensor(14.1459, device='cuda:0') (tensor(11.7987, device='cuda:0')) | > loss_gen: 2.8472132682800293 (2.6995430857904497) | > loss_kl: 1.498354196548462 (1.4526796340942383) | > loss_feat: 7.914547920227051 (7.258945415096898) | > loss_mel: 20.467679977416992 (21.07542419433593) | > loss_duration: 2.123016834259033 (2.129485090894084) | > loss_1: 34.85081100463867 (34.61607723851358) | > grad_norm_1: tensor(175.5198, device='cuda:0') (tensor(144.2221, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3638 (0.34488208832279327) | > loader_time: 0.004 (0.0034511916099056123)  --> TIME: 2024-06-10 16:30:36 -- STEP: 149/330 -- GLOBAL_STEP: 99700 | > loss_disc: 2.283015727996826 (2.1932193824908865) | > loss_disc_real_0: 0.07166126370429993 (0.11551006808376953) | > loss_disc_real_1: 0.21345408260822296 (0.2065602780988553) | > loss_disc_real_2: 0.23029956221580505 (0.2102550089159268) | > loss_disc_real_3: 0.238826185464859 (0.2126444868193377) | > loss_disc_real_4: 0.24504177272319794 (0.20496196274789388) | > loss_disc_real_5: 0.2724383771419525 (0.20625777382578633) | > loss_0: 2.283015727996826 (2.1932193824908865) | > grad_norm_0: tensor(13.9033, device='cuda:0') (tensor(12.2276, device='cuda:0')) | > loss_gen: 2.7704384326934814 (2.69907151452647) | > loss_kl: 1.4346367120742798 (1.450974982856904) | > loss_feat: 6.521151065826416 (7.2644873241450165) | > loss_mel: 21.642147064208984 (21.095579902597716) | > loss_duration: 2.1205532550811768 (2.128862935424651) | > loss_1: 34.48892593383789 (34.63897653874135) | > grad_norm_1: tensor(68.3755, device='cuda:0') (tensor(143.9881, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3557 (0.34890291194787765) | > loader_time: 0.0041 (0.0035723615812775274)  --> TIME: 2024-06-10 16:30:45 -- STEP: 174/330 -- GLOBAL_STEP: 99725 | > loss_disc: 2.364163398742676 (2.19509130099724) | > loss_disc_real_0: 0.1325882077217102 (0.11566660429040591) | > loss_disc_real_1: 0.1479908972978592 (0.20627305442574384) | > loss_disc_real_2: 0.22512859106063843 (0.2111735231746202) | > loss_disc_real_3: 0.219321608543396 (0.21309964915459184) | > loss_disc_real_4: 0.225213885307312 (0.20515749971756989) | > loss_disc_real_5: 0.23747886717319489 (0.20642865714670605) | > loss_0: 2.364163398742676 (2.19509130099724) | > grad_norm_0: tensor(48.0890, device='cuda:0') (tensor(13.0956, device='cuda:0')) | > loss_gen: 2.538668394088745 (2.7032311318934648) | > loss_kl: 1.665030598640442 (1.4524737205998657) | > loss_feat: 6.922187328338623 (7.281259950550123) | > loss_mel: 20.270278930664062 (21.078012751436784) | > loss_duration: 2.215289831161499 (2.130743271317974) | > loss_1: 33.611454010009766 (34.64572069014626) | > grad_norm_1: tensor(211.2819, device='cuda:0') (tensor(158.0178, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3709 (0.3516604270058116) | > loader_time: 0.0045 (0.0036922241079396217)  --> TIME: 2024-06-10 16:30:55 -- STEP: 199/330 -- GLOBAL_STEP: 99750 | > loss_disc: 2.350898027420044 (2.1915304864471272) | > loss_disc_real_0: 0.11211033165454865 (0.11243997903624971) | > loss_disc_real_1: 0.22769057750701904 (0.20694716184882067) | > loss_disc_real_2: 0.23373490571975708 (0.2106720198638475) | > loss_disc_real_3: 0.230673685669899 (0.2136961336261663) | > loss_disc_real_4: 0.20032455027103424 (0.20493427600393344) | > loss_disc_real_5: 0.19794857501983643 (0.20612741175608426) | > loss_0: 2.350898027420044 (2.1915304864471272) | > grad_norm_0: tensor(9.6376, device='cuda:0') (tensor(13.7300, device='cuda:0')) | > loss_gen: 2.7266998291015625 (2.7233490680330363) | > loss_kl: 1.3787070512771606 (1.4525738966524906) | > loss_feat: 6.955302715301514 (7.33914815241368) | > loss_mel: 21.16335678100586 (21.069937183629317) | > loss_duration: 2.24399995803833 (2.1362390691910558) | > loss_1: 34.46806716918945 (34.721247246517024) | > grad_norm_1: tensor(87.3594, device='cuda:0') (tensor(162.2023, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3905 (0.3555937592108645) | > loader_time: 0.0049 (0.0038208757812653355)  --> TIME: 2024-06-10 16:31:05 -- STEP: 224/330 -- GLOBAL_STEP: 99775 | > loss_disc: 2.262371301651001 (2.1966982505151202) | > loss_disc_real_0: 0.0742945596575737 (0.1121500151431454) | > loss_disc_real_1: 0.16378170251846313 (0.20696938277355265) | > loss_disc_real_2: 0.2282264232635498 (0.21091694231810315) | > loss_disc_real_3: 0.21352948248386383 (0.21471651690080762) | > loss_disc_real_4: 0.2268659770488739 (0.20576147828251123) | > loss_disc_real_5: 0.25199180841445923 (0.20656769642872477) | > loss_0: 2.262371301651001 (2.1966982505151202) | > grad_norm_0: tensor(27.7746, device='cuda:0') (tensor(15.2078, device='cuda:0')) | > loss_gen: 2.6013846397399902 (2.723907488797392) | > loss_kl: 1.468660593032837 (1.4547341976846972) | > loss_feat: 7.488841533660889 (7.337233234729085) | > loss_mel: 22.049270629882812 (21.035076831068302) | > loss_duration: 2.230213165283203 (2.141032024685825) | > loss_1: 35.83837127685547 (34.691983716828496) | > grad_norm_1: tensor(377.8043, device='cuda:0') (tensor(185.3350, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.3924 (0.35919917481286184) | > loader_time: 0.0067 (0.0039717129298618885)  --> TIME: 2024-06-10 16:31:16 -- STEP: 249/330 -- GLOBAL_STEP: 99800 | > loss_disc: 2.220433235168457 (2.1984459654873154) | > loss_disc_real_0: 0.1429705172777176 (0.11341688306216734) | > loss_disc_real_1: 0.2029476761817932 (0.20679295308379286) | > loss_disc_real_2: 0.20374004542827606 (0.21106432336401268) | > loss_disc_real_3: 0.2644347548484802 (0.21473005671338383) | > loss_disc_real_4: 0.21312958002090454 (0.2055234248978067) | > loss_disc_real_5: 0.20049290359020233 (0.2062149718703037) | > loss_0: 2.220433235168457 (2.1984459654873154) | > grad_norm_0: tensor(30.7377, device='cuda:0') (tensor(15.5131, device='cuda:0')) | > loss_gen: 2.760920286178589 (2.7209392005659967) | > loss_kl: 1.4095535278320312 (1.4515353666251927) | > loss_feat: 7.931465148925781 (7.342080198617345) | > loss_mel: 21.07842445373535 (20.994772485939844) | > loss_duration: 2.2072558403015137 (2.1477808918818897) | > loss_1: 35.38761901855469 (34.657108100063844) | > grad_norm_1: tensor(352.3610, device='cuda:0') (tensor(187.9555, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.4095 (0.36499439090131275) | > loader_time: 0.0055 (0.004118755639317528)  --> TIME: 2024-06-10 16:31:26 -- STEP: 274/330 -- GLOBAL_STEP: 99825 | > loss_disc: 2.0918474197387695 (2.1957546916321244) | > loss_disc_real_0: 0.23506709933280945 (0.11380114672827894) | > loss_disc_real_1: 0.1958012729883194 (0.20620625808726264) | > loss_disc_real_2: 0.23246504366397858 (0.21057795483047942) | > loss_disc_real_3: 0.19464221596717834 (0.21434552276874114) | > loss_disc_real_4: 0.17695458233356476 (0.2059471818217396) | > loss_disc_real_5: 0.1894507259130478 (0.2058095287558807) | > loss_0: 2.0918474197387695 (2.1957546916321244) | > grad_norm_0: tensor(45.4849, device='cuda:0') (tensor(16.2238, device='cuda:0')) | > loss_gen: 2.9748713970184326 (2.724591134238417) | > loss_kl: 1.5655323266983032 (1.4528424500548935) | > loss_feat: 8.736686706542969 (7.376104483639237) | > loss_mel: 20.299911499023438 (20.963815104352292) | > loss_duration: 2.2129013538360596 (2.154381855125845) | > loss_1: 35.7899055480957 (34.671734990864785) | > grad_norm_1: tensor(252.7367, device='cuda:0') (tensor(198.2583, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.4299 (0.37064863817535176) | > loader_time: 0.0055 (0.004265322302379751)  --> TIME: 2024-06-10 16:31:38 -- STEP: 299/330 -- GLOBAL_STEP: 99850 | > loss_disc: 2.1357266902923584 (2.1912195953637057) | > loss_disc_real_0: 0.15650391578674316 (0.11358012343728821) | > loss_disc_real_1: 0.232419952750206 (0.20669771651161156) | > loss_disc_real_2: 0.16654039919376373 (0.2107846863493074) | > loss_disc_real_3: 0.21322691440582275 (0.21249272337924677) | > loss_disc_real_4: 0.2130533754825592 (0.20568891103849768) | > loss_disc_real_5: 0.21657554805278778 (0.20563183884357533) | > loss_0: 2.1357266902923584 (2.1912195953637057) | > grad_norm_0: tensor(23.9639, device='cuda:0') (tensor(16.9961, device='cuda:0')) | > loss_gen: 2.9306139945983887 (2.736659994093471) | > loss_kl: 1.4485840797424316 (1.4534264412213338) | > loss_feat: 7.456879615783691 (7.4315328996715735) | > loss_mel: 21.30693244934082 (20.96118708836992) | > loss_duration: 2.3169214725494385 (2.1630629651921245) | > loss_1: 35.459930419921875 (34.74586930163328) | > grad_norm_1: tensor(127.2088, device='cuda:0') (tensor(205.2261, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.4588 (0.37771507728857334) | > loader_time: 0.0064 (0.004435174042564573)  --> TIME: 2024-06-10 16:31:52 -- STEP: 324/330 -- GLOBAL_STEP: 99875 | > loss_disc: 2.068451404571533 (2.193230840894911) | > loss_disc_real_0: 0.14009225368499756 (0.11378345902963186) | > loss_disc_real_1: 0.21583127975463867 (0.20699589747797564) | > loss_disc_real_2: 0.19520917534828186 (0.21114027845086875) | > loss_disc_real_3: 0.30110716819763184 (0.21323022816652132) | > loss_disc_real_4: 0.2994804084300995 (0.2066673627698128) | > loss_disc_real_5: 0.19467124342918396 (0.20574487442219702) | > loss_0: 2.068451404571533 (2.193230840894911) | > grad_norm_0: tensor(9.2205, device='cuda:0') (tensor(17.6656, device='cuda:0')) | > loss_gen: 3.0417346954345703 (2.746799510202291) | > loss_kl: 1.6601519584655762 (1.4575956526361875) | > loss_feat: 11.608573913574219 (7.523335811532574) | > loss_mel: 21.170679092407227 (20.920823315043496) | > loss_duration: 2.378549814224243 (2.176010454510466) | > loss_1: 39.85969161987305 (34.82456465709356) | > grad_norm_1: tensor(416.4126, device='cuda:0') (tensor(214.3039, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.5907 (0.3896043653841371) | > loader_time: 0.0092 (0.004681253138883615)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.492368698120117 (2.492368698120117) | > loss_disc_real_0: 0.03390650451183319 (0.03390650451183319) | > loss_disc_real_1: 0.16574344038963318 (0.16574344038963318) | > loss_disc_real_2: 0.28783664107322693 (0.28783664107322693) | > loss_disc_real_3: 0.22360648214817047 (0.22360648214817047) | > loss_disc_real_4: 0.10233607888221741 (0.10233607888221741) | > loss_disc_real_5: 0.12108244001865387 (0.12108244001865387) | > loss_0: 2.492368698120117 (2.492368698120117) | > loss_gen: 2.134979009628296 (2.134979009628296) | > loss_kl: 0.39538735151290894 (0.39538735151290894) | > loss_feat: 8.010244369506836 (8.010244369506836) | > loss_mel: 21.72134017944336 (21.72134017944336) | > loss_duration: 2.9178552627563477 (2.9178552627563477) | > loss_1: 35.179805755615234 (35.179805755615234)  --> STEP: 1 | > loss_disc: 2.0012056827545166 (2.0012056827545166) | > loss_disc_real_0: 0.05688527971506119 (0.05688527971506119) | > loss_disc_real_1: 0.18095239996910095 (0.18095239996910095) | > loss_disc_real_2: 0.1938938945531845 (0.1938938945531845) | > loss_disc_real_3: 0.2822490930557251 (0.2822490930557251) | > loss_disc_real_4: 0.15217000246047974 (0.15217000246047974) | > loss_disc_real_5: 0.17740710079669952 (0.17740710079669952) | > loss_0: 2.0012056827545166 (2.0012056827545166) | > loss_gen: 2.7756717205047607 (2.7756717205047607) | > loss_kl: 2.0620577335357666 (2.0620577335357666) | > loss_feat: 7.231230735778809 (7.231230735778809) | > loss_mel: 22.508358001708984 (22.508358001708984) | > loss_duration: 2.2991745471954346 (2.2991745471954346) | > loss_1: 36.876495361328125 (36.876495361328125)  --> STEP: 2 | > loss_disc: 2.846231460571289 (2.423718571662903) | > loss_disc_real_0: 0.10823898762464523 (0.08256213366985321) | > loss_disc_real_1: 0.20167987048625946 (0.1913161352276802) | > loss_disc_real_2: 0.40954479575157166 (0.3017193451523781) | > loss_disc_real_3: 0.3954203426837921 (0.3388347178697586) | > loss_disc_real_4: 0.2947738468647003 (0.22347192466259003) | > loss_disc_real_5: 0.3823687732219696 (0.27988793700933456) | > loss_0: 2.846231460571289 (2.423718571662903) | > loss_gen: 2.4233028888702393 (2.5994873046875) | > loss_kl: 1.535380482673645 (1.7987191081047058) | > loss_feat: 4.922906398773193 (6.077068567276001) | > loss_mel: 21.018722534179688 (21.763540267944336) | > loss_duration: 2.3985729217529297 (2.348873734474182) | > loss_1: 32.298885345458984 (34.587690353393555)  --> STEP: 3 | > loss_disc: 2.421870708465576 (2.423102617263794) | > loss_disc_real_0: 0.06306035816669464 (0.07606154183546703) | > loss_disc_real_1: 0.17900654673576355 (0.18721293906370798) | > loss_disc_real_2: 0.32483869791030884 (0.30942579607168835) | > loss_disc_real_3: 0.28002598881721497 (0.3192318081855774) | > loss_disc_real_4: 0.23569326102733612 (0.22754570345083872) | > loss_disc_real_5: 0.2462569922208786 (0.26867762207984924) | > loss_0: 2.421870708465576 (2.423102617263794) | > loss_gen: 2.776780366897583 (2.658584992090861) | > loss_kl: 1.6204521656036377 (1.739296793937683) | > loss_feat: 7.7395124435424805 (6.631216526031494) | > loss_mel: 25.385324478149414 (22.970801671346027) | > loss_duration: 2.2030797004699707 (2.300275723139445) | > loss_1: 39.72514724731445 (36.30017598470052)  --> STEP: 4 | > loss_disc: 2.5118439197540283 (2.4452879428863525) | > loss_disc_real_0: 0.11563585698604584 (0.08595512062311172) | > loss_disc_real_1: 0.2524105906486511 (0.20351235195994377) | > loss_disc_real_2: 0.2968124747276306 (0.3062724657356739) | > loss_disc_real_3: 0.2621760964393616 (0.30496788024902344) | > loss_disc_real_4: 0.15266190469264984 (0.2088247537612915) | > loss_disc_real_5: 0.28275200724601746 (0.2721962183713913) | > loss_0: 2.5118439197540283 (2.4452879428863525) | > loss_gen: 2.4717886447906494 (2.611885905265808) | > loss_kl: 1.9363865852355957 (1.7885692417621613) | > loss_feat: 6.308041572570801 (6.550422787666321) | > loss_mel: 17.4209041595459 (21.583327293395996) | > loss_duration: 2.283794403076172 (2.2961553931236267) | > loss_1: 30.420915603637695 (34.830360889434814)  --> STEP: 5 | > loss_disc: 2.1458051204681396 (2.38539137840271) | > loss_disc_real_0: 0.09003002941608429 (0.08677010238170624) | > loss_disc_real_1: 0.21518255770206451 (0.20584639310836791) | > loss_disc_real_2: 0.23584845662117004 (0.2921876639127731) | > loss_disc_real_3: 0.28754696249961853 (0.30148369669914243) | > loss_disc_real_4: 0.16763825714588165 (0.20058745443820952) | > loss_disc_real_5: 0.16419246792793274 (0.2505954682826996) | > loss_0: 2.1458051204681396 (2.38539137840271) | > loss_gen: 2.7894461154937744 (2.6473979473114015) | > loss_kl: 2.1959285736083984 (1.8700411081314088) | > loss_feat: 6.782172679901123 (6.596772766113281) | > loss_mel: 22.055551528930664 (21.67777214050293) | > loss_duration: 2.3376266956329346 (2.3044496536254884) | > loss_1: 36.160728454589844 (35.09643440246582)  --> STEP: 6 | > loss_disc: 2.5391414165496826 (2.4110163847605386) | > loss_disc_real_0: 0.09205195307731628 (0.08765041083097458) | > loss_disc_real_1: 0.25967705249786377 (0.2148181696732839) | > loss_disc_real_2: 0.23969724774360657 (0.283439261217912) | > loss_disc_real_3: 0.2785464823246002 (0.29766082763671875) | > loss_disc_real_4: 0.17332632839679718 (0.19604393343130747) | > loss_disc_real_5: 0.30642974376678467 (0.25990118086338043) | > loss_0: 2.5391414165496826 (2.4110163847605386) | > loss_gen: 2.447619915008545 (2.6141016085942588) | > loss_kl: 1.8956599235534668 (1.8743109107017517) | > loss_feat: 5.723175048828125 (6.451173146565755) | > loss_mel: 21.553064346313477 (21.65698750813802) | > loss_duration: 2.081590175628662 (2.267306407292684) | > loss_1: 33.70111083984375 (34.863880475362144)  --> STEP: 7 | > loss_disc: 2.240400791168213 (2.386642728533064) | > loss_disc_real_0: 0.04575306177139282 (0.08166507525103432) | > loss_disc_real_1: 0.23632779717445374 (0.21789097360202245) | > loss_disc_real_2: 0.3537147641181946 (0.29347861877509523) | > loss_disc_real_3: 0.2681349813938141 (0.2934428496020181) | > loss_disc_real_4: 0.23783829808235168 (0.20201455695288523) | > loss_disc_real_5: 0.3150550127029419 (0.2677802996976035) | > loss_0: 2.240400791168213 (2.386642728533064) | > loss_gen: 3.103438377380371 (2.684006861277989) | > loss_kl: 1.975193738937378 (1.8887227433068412) | > loss_feat: 6.749581813812256 (6.493802956172398) | > loss_mel: 21.090599060058594 (21.576074872698104) | > loss_duration: 2.4334497451782227 (2.291041169847761) | > loss_1: 35.35226058959961 (34.93364906311035)  --> STEP: 8 | > loss_disc: 2.2506089210510254 (2.369638502597809) | > loss_disc_real_0: 0.0331604965031147 (0.07560200290754437) | > loss_disc_real_1: 0.17278659343719482 (0.212252926081419) | > loss_disc_real_2: 0.2409391552209854 (0.2869111858308315) | > loss_disc_real_3: 0.24890512228012085 (0.28787563368678093) | > loss_disc_real_4: 0.14377157390117645 (0.19473418407142162) | > loss_disc_real_5: 0.1657864898443222 (0.25503107346594334) | > loss_0: 2.2506089210510254 (2.369638502597809) | > loss_gen: 2.3954367637634277 (2.647935599088669) | > loss_kl: 1.956863522529602 (1.8972403407096863) | > loss_feat: 9.479001998901367 (6.866952836513519) | > loss_mel: 22.97686004638672 (21.75117301940918) | > loss_duration: 2.161675453186035 (2.274870455265045) | > loss_1: 38.9698371887207 (35.438172578811646)  --> STEP: 9 | > loss_disc: 2.6518912315368652 (2.4009999169243708) | > loss_disc_real_0: 0.10742747783660889 (0.07913816678855154) | > loss_disc_real_1: 0.17423948645591736 (0.20802921056747437) | > loss_disc_real_2: 0.41178131103515625 (0.3007856441868676) | > loss_disc_real_3: 0.3056477904319763 (0.2898503177695804) | > loss_disc_real_4: 0.24922530353069305 (0.20078875290022957) | > loss_disc_real_5: 0.2997284233570099 (0.25999744567606187) | > loss_0: 2.6518912315368652 (2.4009999169243708) | > loss_gen: 2.687347412109375 (2.652314689424303) | > loss_kl: 1.6832878589630127 (1.8734678427378337) | > loss_feat: 8.147953033447266 (7.00928619172838) | > loss_mel: 23.3188533782959 (21.92535972595215) | > loss_duration: 2.116863250732422 (2.257314099205865) | > loss_1: 37.95430374145508 (35.71774270799425)  --> STEP: 10 | > loss_disc: 2.6504814624786377 (2.425948071479797) | > loss_disc_real_0: 0.1566440761089325 (0.08688875772058964) | > loss_disc_real_1: 0.419079452753067 (0.22913423478603362) | > loss_disc_real_2: 0.3095403015613556 (0.3016611099243164) | > loss_disc_real_3: 0.37238574028015137 (0.2981038600206375) | > loss_disc_real_4: 0.2053564190864563 (0.20124551951885222) | > loss_disc_real_5: 0.27579978108406067 (0.2615776792168617) | > loss_0: 2.6504814624786377 (2.425948071479797) | > loss_gen: 3.226801633834839 (2.7097633838653565) | > loss_kl: 1.456808090209961 (1.8318018674850465) | > loss_feat: 6.1824774742126465 (6.926605319976806) | > loss_mel: 20.51654052734375 (21.78447780609131) | > loss_duration: 2.269280433654785 (2.2585107326507567) | > loss_1: 33.65190887451172 (35.511159324645995)  --> STEP: 11 | > loss_disc: 2.428319215774536 (2.4261636300520464) | > loss_disc_real_0: 0.12466979771852493 (0.09032339772040193) | > loss_disc_real_1: 0.22929644584655762 (0.22914898124608127) | > loss_disc_real_2: 0.3428994119167328 (0.30541004646908154) | > loss_disc_real_3: 0.33996737003326416 (0.30190963365814905) | > loss_disc_real_4: 0.2575366199016571 (0.20636289228092541) | > loss_disc_real_5: 0.3051159977912903 (0.2655357081781734) | > loss_0: 2.428319215774536 (2.4261636300520464) | > loss_gen: 3.0411815643310547 (2.7398923093622383) | > loss_kl: 1.9367103576660156 (1.8413390029560437) | > loss_feat: 7.294250011444092 (6.96002756465565) | > loss_mel: 20.926633834838867 (21.706491990522906) | > loss_duration: 2.3741917610168457 (2.2690271897749468) | > loss_1: 35.572967529296875 (35.51677825234153)  --> STEP: 12 | > loss_disc: 2.014484405517578 (2.3918570280075073) | > loss_disc_real_0: 0.08450588583946228 (0.08983860506365697) | > loss_disc_real_1: 0.19922226667404175 (0.22665508836507797) | > loss_disc_real_2: 0.22516827285289764 (0.2987232320010662) | > loss_disc_real_3: 0.26619604229927063 (0.2989335010449092) | > loss_disc_real_4: 0.1629400998353958 (0.20274432624379793) | > loss_disc_real_5: 0.2090025246143341 (0.26082460954785347) | > loss_0: 2.014484405517578 (2.3918570280075073) | > loss_gen: 2.712613105773926 (2.7376190423965454) | > loss_kl: 1.5718897581100464 (1.818884899218877) | > loss_feat: 6.469702243804932 (6.919167121251424) | > loss_mel: 20.248306274414062 (21.5849765141805) | > loss_duration: 2.2136144638061523 (2.2644094626108804) | > loss_1: 33.21612548828125 (35.32505718866984)  --> STEP: 13 | > loss_disc: 2.270009994506836 (2.3824841792766867) | > loss_disc_real_0: 0.091925248503685 (0.08999911609750527) | > loss_disc_real_1: 0.21554765105247498 (0.22580067011026236) | > loss_disc_real_2: 0.24391180276870728 (0.29450696821396166) | > loss_disc_real_3: 0.3202788829803467 (0.3005754535014813) | > loss_disc_real_4: 0.20769447088241577 (0.2031251066006147) | > loss_disc_real_5: 0.27883437275886536 (0.26220997594870055) | > loss_0: 2.270009994506836 (2.3824841792766867) | > loss_gen: 3.0752615928649902 (2.7635915462787333) | > loss_kl: 1.6553953886032104 (1.806308783017672) | > loss_feat: 7.347015857696533 (6.952078562516433) | > loss_mel: 21.193023681640625 (21.55482629629282) | > loss_duration: 2.091034412384033 (2.2510729202857385) | > loss_1: 35.36172866821289 (35.327878071711616)  --> STEP: 14 | > loss_disc: 2.2519943714141846 (2.373163478715079) | > loss_disc_real_0: 0.12283548712730408 (0.09234457117106233) | > loss_disc_real_1: 0.15132154524326324 (0.22048073261976242) | > loss_disc_real_2: 0.33784374594688416 (0.29760245233774185) | > loss_disc_real_3: 0.2850118577480316 (0.2994637680905206) | > loss_disc_real_4: 0.21328920125961304 (0.20385111336197173) | > loss_disc_real_5: 0.2161761075258255 (0.2589218424899237) | > loss_0: 2.2519943714141846 (2.373163478715079) | > loss_gen: 2.739851236343384 (2.76189580985478) | > loss_kl: 1.6381454467773438 (1.794297116143363) | > loss_feat: 7.680899620056152 (7.004137209483555) | > loss_mel: 22.085111618041992 (21.592703819274902) | > loss_duration: 2.363175630569458 (2.2590802567345754) | > loss_1: 36.50718307495117 (35.41211414337159)  --> STEP: 15 | > loss_disc: 2.1361875534057617 (2.357365083694458) | > loss_disc_real_0: 0.13002878427505493 (0.09485685204466184) | > loss_disc_real_1: 0.17936904728412628 (0.21773995359738668) | > loss_disc_real_2: 0.24065624177455902 (0.2938060383001963) | > loss_disc_real_3: 0.2225046455860138 (0.29433315992355347) | > loss_disc_real_4: 0.1365186721086502 (0.19936228394508362) | > loss_disc_real_5: 0.17943648993968964 (0.2536228189865748) | > loss_0: 2.1361875534057617 (2.357365083694458) | > loss_gen: 2.5268516540527344 (2.746226199467977) | > loss_kl: 2.051051139831543 (1.8114140510559082) | > loss_feat: 9.023910522460938 (7.138788763682047) | > loss_mel: 21.456119537353516 (21.583598200480143) | > loss_duration: 2.263638973236084 (2.2593841711680094) | > loss_1: 37.321571350097656 (35.53941129048666)  --> STEP: 16 | > loss_disc: 1.7955142259597778 (2.3222494050860405) | > loss_disc_real_0: 0.10562677681446075 (0.09552997234277427) | > loss_disc_real_1: 0.23160821199417114 (0.2186067197471857) | > loss_disc_real_2: 0.19511021673679352 (0.28763754945248365) | > loss_disc_real_3: 0.23133890330791473 (0.29039601888507605) | > loss_disc_real_4: 0.15778985619544983 (0.1967640072107315) | > loss_disc_real_5: 0.12472119927406311 (0.24556646775454283) | > loss_0: 1.7955142259597778 (2.3222494050860405) | > loss_gen: 3.268458127975464 (2.778865694999695) | > loss_kl: 1.690722107887268 (1.8038708046078682) | > loss_feat: 7.703375816345215 (7.1740754544734955) | > loss_mel: 20.479167938232422 (21.51457130908966) | > loss_duration: 2.30430269241333 (2.262191578745842) | > loss_1: 35.44602584838867 (35.53357470035554)  --> STEP: 17 | > loss_disc: 2.3264577388763428 (2.3224969541325287) | > loss_disc_real_0: 0.09566303342580795 (0.09553779946530566) | > loss_disc_real_1: 0.22677235305309296 (0.21908705111812143) | > loss_disc_real_2: 0.29763537645339966 (0.2882256569231258) | > loss_disc_real_3: 0.29897159337997437 (0.29090046444359946) | > loss_disc_real_4: 0.14290675520896912 (0.19359593356356902) | > loss_disc_real_5: 0.23923300206661224 (0.24519391094937043) | > loss_0: 2.3264577388763428 (2.3224969541325287) | > loss_gen: 2.7401325702667236 (2.7765872758977554) | > loss_kl: 1.4381030797958374 (1.7823550560895134) | > loss_feat: 6.410621166229248 (7.129166378694422) | > loss_mel: 21.097257614135742 (21.490023444680606) | > loss_duration: 2.335792064666748 (2.2665210190941307) | > loss_1: 34.021907806396484 (35.44465311835795)  --> STEP: 18 | > loss_disc: 1.8581058979034424 (2.296697451008691) | > loss_disc_real_0: 0.04338934272527695 (0.09264066297974852) | > loss_disc_real_1: 0.0894436240196228 (0.21188463850153816) | > loss_disc_real_2: 0.16988661885261536 (0.2816512659192085) | > loss_disc_real_3: 0.21716679632663727 (0.2868041495482127) | > loss_disc_real_4: 0.1144522950053215 (0.1891990647547775) | > loss_disc_real_5: 0.09030425548553467 (0.23658893009026846) | > loss_0: 1.8581058979034424 (2.296697451008691) | > loss_gen: 2.3765954971313477 (2.7543655104107327) | > loss_kl: 1.8699955940246582 (1.7872239748636882) | > loss_feat: 8.818281173706055 (7.223006089528401) | > loss_mel: 23.476224899291992 (21.600367969936794) | > loss_duration: 2.184901237487793 (2.261986586782667) | > loss_1: 38.72599792480469 (35.62695005204943)  --> STEP: 19 | > loss_disc: 1.9707956314086914 (2.2795447236613224) | > loss_disc_real_0: 0.07820283621549606 (0.09188077736057733) | > loss_disc_real_1: 0.1808990091085434 (0.21025381590190687) | > loss_disc_real_2: 0.2451016902923584 (0.2797276040441112) | > loss_disc_real_3: 0.22648724913597107 (0.28362957584230525) | > loss_disc_real_4: 0.19297286868095398 (0.18939768601404994) | > loss_disc_real_5: 0.19964870810508728 (0.23464470788052208) | > loss_0: 1.9707956314086914 (2.2795447236613224) | > loss_gen: 2.9290425777435303 (2.7635590402703536) | > loss_kl: 1.5643956661224365 (1.7754961691404645) | > loss_feat: 8.009481430053711 (7.264399528503418) | > loss_mel: 22.236083984375 (21.633826707538805) | > loss_duration: 2.3236894607543945 (2.26523410646539) | > loss_1: 37.06269073486328 (35.702515351144896)  --> STEP: 20 | > loss_disc: 2.2439699172973633 (2.2777659833431243) | > loss_disc_real_0: 0.049493975937366486 (0.0897614372894168) | > loss_disc_real_1: 0.12938235700130463 (0.20621024295687676) | > loss_disc_real_2: 0.25912296772003174 (0.27869737222790725) | > loss_disc_real_3: 0.22608770430088043 (0.28075248226523397) | > loss_disc_real_4: 0.14408133924007416 (0.18713186867535114) | > loss_disc_real_5: 0.24012307822704315 (0.23491862639784813) | > loss_0: 2.2439699172973633 (2.2777659833431243) | > loss_gen: 2.4953176975250244 (2.750146973133087) | > loss_kl: 1.452742576599121 (1.7593584895133971) | > loss_feat: 8.199904441833496 (7.311174774169922) | > loss_mel: 23.676443099975586 (21.735957527160643) | > loss_duration: 2.362325668334961 (2.2700886845588686) | > loss_1: 38.186737060546875 (35.826726436615)  --> STEP: 21 | > loss_disc: 2.3289806842803955 (2.2802047786258517) | > loss_disc_real_0: 0.09962373971939087 (0.09023107073846318) | > loss_disc_real_1: 0.22258087992668152 (0.20698979709829604) | > loss_disc_real_2: 0.2728014886379242 (0.2784166158664795) | > loss_disc_real_3: 0.24291539192199707 (0.2789507160584132) | > loss_disc_real_4: 0.19368202984333038 (0.1874437811119216) | > loss_disc_real_5: 0.19315652549266815 (0.23292995492617288) | > loss_0: 2.3289806842803955 (2.2802047786258517) | > loss_gen: 2.2102625370025635 (2.724438190460205) | > loss_kl: 1.412297010421753 (1.742831752413795) | > loss_feat: 4.522392272949219 (7.178375607445126) | > loss_mel: 17.392276763916016 (21.529115586053756) | > loss_duration: 2.139268398284912 (2.2638591471172513) | > loss_1: 27.676496505737305 (35.43862024943034)  --> STEP: 22 | > loss_disc: 2.021322250366211 (2.2684373909776863) | > loss_disc_real_0: 0.09106194972991943 (0.09026883796534756) | > loss_disc_real_1: 0.1915372908115387 (0.20628741044889798) | > loss_disc_real_2: 0.29226529598236084 (0.27904610132629226) | > loss_disc_real_3: 0.2020312398672104 (0.27545437623154034) | > loss_disc_real_4: 0.08297260105609894 (0.1826950911093842) | > loss_disc_real_5: 0.13281062245368958 (0.22837907617742365) | > loss_0: 2.021322250366211 (2.2684373909776863) | > loss_gen: 2.8828253746032715 (2.7316376079212534) | > loss_kl: 1.573661208152771 (1.7351421822201123) | > loss_feat: 9.432916641235352 (7.280854745344683) | > loss_mel: 21.65289878845215 (21.53474209525368) | > loss_duration: 2.1488282680511475 (2.258630470796065) | > loss_1: 37.69112777709961 (35.54100695523349)  --> STEP: 23 | > loss_disc: 2.006246566772461 (2.257037789925285) | > loss_disc_real_0: 0.12053129076957703 (0.09158459678292274) | > loss_disc_real_1: 0.1414012759923935 (0.2034662741681804) | > loss_disc_real_2: 0.3035675287246704 (0.28011225034361303) | > loss_disc_real_3: 0.24501673877239227 (0.27413100068983826) | > loss_disc_real_4: 0.230341836810112 (0.18476668874854627) | > loss_disc_real_5: 0.25593262910842896 (0.22957705673964127) | > loss_0: 2.006246566772461 (2.257037789925285) | > loss_gen: 3.1380958557128906 (2.7493097056513247) | > loss_kl: 1.8504328727722168 (1.7401548209397688) | > loss_feat: 8.786660194396973 (7.346324547477391) | > loss_mel: 20.85386085510254 (21.505138563073196) | > loss_duration: 2.3292884826660156 (2.2617025582686714) | > loss_1: 36.95833969116211 (35.60263011766517)  --> STEP: 24 | > loss_disc: 1.9782885313034058 (2.2454232374827066) | > loss_disc_real_0: 0.07144683599472046 (0.09074552341674764) | > loss_disc_real_1: 0.21765661239624023 (0.20405753826101622) | > loss_disc_real_2: 0.22225530445575714 (0.27770154426495236) | > loss_disc_real_3: 0.2973273992538452 (0.27509751729667187) | > loss_disc_real_4: 0.19650964438915253 (0.18525597856690487) | > loss_disc_real_5: 0.26338788866996765 (0.23098584140340486) | > loss_0: 1.9782885313034058 (2.2454232374827066) | > loss_gen: 3.2483224868774414 (2.7701019048690796) | > loss_kl: 1.8751211166381836 (1.7457784165938695) | > loss_feat: 8.74577522277832 (7.404634992281596) | > loss_mel: 21.64551544189453 (21.51098759969075) | > loss_duration: 2.4376699924468994 (2.2690345346927643) | > loss_1: 37.9524040222168 (35.700537363688156)  --> STEP: 25 | > loss_disc: 2.3418540954589844 (2.249280471801758) | > loss_disc_real_0: 0.1317538321018219 (0.09238585576415062) | > loss_disc_real_1: 0.21566948294639587 (0.2045220160484314) | > loss_disc_real_2: 0.3403143286705017 (0.2802060556411743) | > loss_disc_real_3: 0.35999181866645813 (0.27849328935146334) | > loss_disc_real_4: 0.22396181523799896 (0.18680421203374864) | > loss_disc_real_5: 0.2229893058538437 (0.23066597998142244) | > loss_0: 2.3418540954589844 (2.249280471801758) | > loss_gen: 3.0249061584472656 (2.780294075012207) | > loss_kl: 1.5651676654815674 (1.7385539865493775) | > loss_feat: 7.546036720275879 (7.4102910614013675) | > loss_mel: 20.60295295715332 (21.474666213989252) | > loss_duration: 2.3759593963623047 (2.273311529159546) | > loss_1: 35.115020751953125 (35.67711669921876)  --> STEP: 26 | > loss_disc: 2.0468149185180664 (2.2414933351370006) | > loss_disc_real_0: 0.05548148602247238 (0.09096645692793223) | > loss_disc_real_1: 0.09188102930784225 (0.2001896704045626) | > loss_disc_real_2: 0.24570932984352112 (0.2788792584951107) | > loss_disc_real_3: 0.29327282309532166 (0.2790617329569963) | > loss_disc_real_4: 0.34916412830352783 (0.1930488241979709) | > loss_disc_real_5: 0.16087135672569275 (0.2279815713946636) | > loss_0: 2.0468149185180664 (2.2414933351370006) | > loss_gen: 3.069729804992676 (2.7914262184729943) | > loss_kl: 2.078533172607422 (1.7516301090900714) | > loss_feat: 13.255001068115234 (7.635087600121131) | > loss_mel: 24.22111701965332 (21.580298937284024) | > loss_duration: 2.2905168533325195 (2.273973272396968) | > loss_1: 44.914894104003906 (36.032415830172035) --> EVAL PERFORMANCE | > avg_loader_time: 0.002268066773047814 (-1.922020545372643e-05) | > avg_loss_disc: 2.2414933351370006 (+0.10689391081149768) | > avg_loss_disc_real_0: 0.09096645692793223 (-0.020038763204446197) | > avg_loss_disc_real_1: 0.2001896704045626 (+0.024585368255010037) | > avg_loss_disc_real_2: 0.2788792584951107 (+0.018855380324216964) | > avg_loss_disc_real_3: 0.2790617329569963 (+0.0684627775962536) | > avg_loss_disc_real_4: 0.1930488241979709 (-0.07976772091709647) | > avg_loss_disc_real_5: 0.2279815713946636 (-0.0022654424493129266) | > avg_loss_0: 2.2414933351370006 (+0.10689391081149768) | > avg_loss_gen: 2.7914262184729943 (-0.2986349509312558) | > avg_loss_kl: 1.7516301090900714 (+0.11560316269214344) | > avg_loss_feat: 7.635087600121131 (+0.08667296629685595) | > avg_loss_mel: 21.580298937284024 (+0.7563257951002811) | > avg_loss_duration: 2.273973272396968 (-0.007721112324642121) | > avg_loss_1: 36.032415830172035 (+0.6522453748262862)  > EPOCH: 36/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:32:13)   --> TIME: 2024-06-10 16:32:20 -- STEP: 19/330 -- GLOBAL_STEP: 99900 | > loss_disc: 2.393582820892334 (2.351833280764128) | > loss_disc_real_0: 0.09176769852638245 (0.11989875647582506) | > loss_disc_real_1: 0.18071195483207703 (0.20835840309921064) | > loss_disc_real_2: 0.20625683665275574 (0.22151296232876025) | > loss_disc_real_3: 0.22667871415615082 (0.23434752225875854) | > loss_disc_real_4: 0.19464565813541412 (0.22943613482149025) | > loss_disc_real_5: 0.21336647868156433 (0.23176306878265582) | > loss_0: 2.393582820892334 (2.351833280764128) | > grad_norm_0: tensor(12.8194, device='cuda:0') (tensor(16.2340, device='cuda:0')) | > loss_gen: 2.3672561645507812 (2.4994500687247827) | > loss_kl: 1.5678308010101318 (1.498336252413298) | > loss_feat: 6.802552223205566 (6.322214001103451) | > loss_mel: 20.701753616333008 (20.972494828073604) | > loss_duration: 2.136371374130249 (2.2522244704397103) | > loss_1: 33.57576370239258 (33.54472019797877) | > grad_norm_1: tensor(144.2589, device='cuda:0') (tensor(169.6508, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3386 (0.3297009719045539) | > loader_time: 0.0033 (0.002849076923571135)  --> TIME: 2024-06-10 16:32:29 -- STEP: 44/330 -- GLOBAL_STEP: 99925 | > loss_disc: 2.242879867553711 (2.260674492879347) | > loss_disc_real_0: 0.13345380127429962 (0.12345764278010889) | > loss_disc_real_1: 0.1652381420135498 (0.20624021542343227) | > loss_disc_real_2: 0.2674272060394287 (0.21793092956597154) | > loss_disc_real_3: 0.18777680397033691 (0.22263961590149187) | > loss_disc_real_4: 0.1938294768333435 (0.21239564500071786) | > loss_disc_real_5: 0.22357232868671417 (0.21228367056358943) | > loss_0: 2.242879867553711 (2.260674492879347) | > grad_norm_0: tensor(9.6204, device='cuda:0') (tensor(13.1247, device='cuda:0')) | > loss_gen: 2.5831079483032227 (2.620958908037706) | > loss_kl: 1.5168100595474243 (1.4866121980276974) | > loss_feat: 7.092018127441406 (6.838679703799161) | > loss_mel: 21.1531925201416 (21.057200215079575) | > loss_duration: 2.0526742935180664 (2.1738299889997994) | > loss_1: 34.39780044555664 (34.1772812496532) | > grad_norm_1: tensor(135.5762, device='cuda:0') (tensor(154.1930, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3515 (0.3334756493568421) | > loader_time: 0.0031 (0.003054797649383545)  --> TIME: 2024-06-10 16:32:38 -- STEP: 69/330 -- GLOBAL_STEP: 99950 | > loss_disc: 2.1171815395355225 (2.2316038504890767) | > loss_disc_real_0: 0.19029459357261658 (0.1196303188368894) | > loss_disc_real_1: 0.18230360746383667 (0.20750504451385443) | > loss_disc_real_2: 0.22025054693222046 (0.2146356287209884) | > loss_disc_real_3: 0.22848522663116455 (0.21805611835873645) | > loss_disc_real_4: 0.18130189180374146 (0.20787428535413052) | > loss_disc_real_5: 0.19898219406604767 (0.2099914416886758) | > loss_0: 2.1171815395355225 (2.2316038504890767) | > grad_norm_0: tensor(23.3904, device='cuda:0') (tensor(13.1019, device='cuda:0')) | > loss_gen: 2.8907265663146973 (2.659073449563289) | > loss_kl: 1.2844375371932983 (1.474600076675415) | > loss_feat: 8.053038597106934 (7.073067374851393) | > loss_mel: 20.310087203979492 (21.107095635455586) | > loss_duration: 2.0409164428710938 (2.1444268347560493) | > loss_1: 34.57920837402344 (34.45826353543047) | > grad_norm_1: tensor(360.3787, device='cuda:0') (tensor(162.3938, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3391 (0.3368342475614686) | > loader_time: 0.0034 (0.003174805986708489)  --> TIME: 2024-06-10 16:32:46 -- STEP: 94/330 -- GLOBAL_STEP: 99975 | > loss_disc: 1.9478929042816162 (2.226641923823255) | > loss_disc_real_0: 0.12450044602155685 (0.11863711674479728) | > loss_disc_real_1: 0.1675814837217331 (0.20772880426746734) | > loss_disc_real_2: 0.17072570323944092 (0.2127470149004713) | > loss_disc_real_3: 0.1623271405696869 (0.2187170483013417) | > loss_disc_real_4: 0.16488879919052124 (0.2082458866086412) | > loss_disc_real_5: 0.1676306277513504 (0.20971012860536575) | > loss_0: 1.9478929042816162 (2.226641923823255) | > grad_norm_0: tensor(8.0810, device='cuda:0') (tensor(13.2530, device='cuda:0')) | > loss_gen: 2.9195244312286377 (2.6627864634737057) | > loss_kl: 1.3629645109176636 (1.4669222070815715) | > loss_feat: 7.916774272918701 (7.089518166602926) | > loss_mel: 21.466768264770508 (21.101215930695236) | > loss_duration: 2.1364617347717285 (2.1319382178022495) | > loss_1: 35.802494049072266 (34.45238123548792) | > grad_norm_1: tensor(88.7049, device='cuda:0') (tensor(160.5098, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3379 (0.33867063167247363) | > loader_time: 0.0035 (0.0032838303992088805)  --> TIME: 2024-06-10 16:32:55 -- STEP: 119/330 -- GLOBAL_STEP: 100000 | > loss_disc: 2.059370994567871 (2.2332060196820427) | > loss_disc_real_0: 0.10044261068105698 (0.11929385195008847) | > loss_disc_real_1: 0.19864411652088165 (0.20894135597373256) | > loss_disc_real_2: 0.19842705130577087 (0.2134522586560049) | > loss_disc_real_3: 0.1913306564092636 (0.22056228836544423) | > loss_disc_real_4: 0.18370912969112396 (0.20904647878238133) | > loss_disc_real_5: 0.15313953161239624 (0.21018588718246012) | > loss_0: 2.059370994567871 (2.2332060196820427) | > grad_norm_0: tensor(4.5953, device='cuda:0') (tensor(13.4962, device='cuda:0')) | > loss_gen: 2.6511600017547607 (2.6615449400509106) | > loss_kl: 1.423861026763916 (1.4540723321818505) | > loss_feat: 8.093740463256836 (7.107469342335933) | > loss_mel: 20.608064651489258 (21.09674062648742) | > loss_duration: 2.0979201793670654 (2.127493911430615) | > loss_1: 34.8747444152832 (34.44732141895455) | > grad_norm_1: tensor(179.7344, device='cuda:0') (tensor(155.1420, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3415 (0.34046342192577717) | > loader_time: 0.0038 (0.003378106766388196) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_100000.pth  --> TIME: 2024-06-10 16:33:09 -- STEP: 144/330 -- GLOBAL_STEP: 100025 | > loss_disc: 2.329836130142212 (2.236860386199421) | > loss_disc_real_0: 0.11863739788532257 (0.1188141023222771) | > loss_disc_real_1: 0.19461247324943542 (0.20983009899242056) | > loss_disc_real_2: 0.21371982991695404 (0.21465001886503565) | > loss_disc_real_3: 0.21252627670764923 (0.21963513394196832) | > loss_disc_real_4: 0.20228402316570282 (0.20880600489262074) | > loss_disc_real_5: 0.18432706594467163 (0.20991242066439655) | > loss_0: 2.329836130142212 (2.236860386199421) | > grad_norm_0: tensor(4.5731, device='cuda:0') (tensor(13.5438, device='cuda:0')) | > loss_gen: 2.5138301849365234 (2.6595104104942746) | > loss_kl: 1.5777665376663208 (1.4483719054195616) | > loss_feat: 7.391790390014648 (7.11587001548873) | > loss_mel: 21.418336868286133 (21.052573310004348) | > loss_duration: 2.106265068054199 (2.1280797214971643) | > loss_1: 35.007991790771484 (34.40440566009946) | > grad_norm_1: tensor(82.5156, device='cuda:0') (tensor(155.7384, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3628 (0.34408692187733125) | > loader_time: 0.0039 (0.0034904231627782187)  --> TIME: 2024-06-10 16:33:19 -- STEP: 169/330 -- GLOBAL_STEP: 100050 | > loss_disc: 2.170219898223877 (2.23382630150699) | > loss_disc_real_0: 0.07386933267116547 (0.1175302695593185) | > loss_disc_real_1: 0.20176394283771515 (0.20812880622564683) | > loss_disc_real_2: 0.2071525752544403 (0.21535047245096173) | > loss_disc_real_3: 0.23259368538856506 (0.21916038423952977) | > loss_disc_real_4: 0.2056005448102951 (0.20851354142265202) | > loss_disc_real_5: 0.2024400681257248 (0.20954756465183913) | > loss_0: 2.170219898223877 (2.23382630150699) | > grad_norm_0: tensor(21.0741, device='cuda:0') (tensor(13.5001, device='cuda:0')) | > loss_gen: 2.7298805713653564 (2.6569577293283135) | > loss_kl: 1.3865212202072144 (1.4484111712529109) | > loss_feat: 7.726157188415527 (7.137958010272867) | > loss_mel: 21.430614471435547 (21.041595899141768) | > loss_duration: 2.1574392318725586 (2.1298421917582395) | > loss_1: 35.43061447143555 (34.4147652507534) | > grad_norm_1: tensor(358.9573, device='cuda:0') (tensor(159.4761, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.3778 (0.34893962617456553) | > loader_time: 0.0049 (0.003642824274548412)  --> TIME: 2024-06-10 16:33:29 -- STEP: 194/330 -- GLOBAL_STEP: 100075 | > loss_disc: 2.2243809700012207 (2.2296754281545423) | > loss_disc_real_0: 0.14371785521507263 (0.1163884138246787) | > loss_disc_real_1: 0.20993679761886597 (0.20831822972629485) | > loss_disc_real_2: 0.2156710922718048 (0.2147670382845033) | > loss_disc_real_3: 0.2284083068370819 (0.21856912409829113) | > loss_disc_real_4: 0.23662833869457245 (0.20802529355914318) | > loss_disc_real_5: 0.2095530778169632 (0.20925923982231887) | > loss_0: 2.2243809700012207 (2.2296754281545423) | > grad_norm_0: tensor(37.0593, device='cuda:0') (tensor(14.3468, device='cuda:0')) | > loss_gen: 2.6804206371307373 (2.6616611812532565) | > loss_kl: 1.5632374286651611 (1.4482711762497105) | > loss_feat: 7.114187717437744 (7.167366738171921) | > loss_mel: 20.89405632019043 (21.049306004317778) | > loss_duration: 2.131380081176758 (2.1346971294314576) | > loss_1: 34.38328552246094 (34.461302442648986) | > grad_norm_1: tensor(116.0848, device='cuda:0') (tensor(169.8451, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.38 (0.3540964630461229) | > loader_time: 0.0047 (0.0037991005120818146)  --> TIME: 2024-06-10 16:33:39 -- STEP: 219/330 -- GLOBAL_STEP: 100100 | > loss_disc: 2.1124930381774902 (2.220458970766635) | > loss_disc_real_0: 0.1314486861228943 (0.11497361852562046) | > loss_disc_real_1: 0.17703594267368317 (0.20793411741245824) | > loss_disc_real_2: 0.17447422444820404 (0.21393939498897013) | > loss_disc_real_3: 0.20284339785575867 (0.21714175563969026) | > loss_disc_real_4: 0.2280944436788559 (0.20703117406531552) | > loss_disc_real_5: 0.20525290071964264 (0.20828263291485233) | > loss_0: 2.1124930381774902 (2.220458970766635) | > grad_norm_0: tensor(51.1409, device='cuda:0') (tensor(15.6133, device='cuda:0')) | > loss_gen: 2.94711971282959 (2.6800066804232663) | > loss_kl: 1.6391854286193848 (1.4512251180056568) | > loss_feat: 7.750521183013916 (7.229002369048933) | > loss_mel: 21.488203048706055 (21.027351431650665) | > loss_duration: 2.1895132064819336 (2.139927808008236) | > loss_1: 36.01454544067383 (34.52751364337797) | > grad_norm_1: tensor(81.8007, device='cuda:0') (tensor(178.8741, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.394 (0.3585714597135917) | > loader_time: 0.0052 (0.003949400496809449)  --> TIME: 2024-06-10 16:33:49 -- STEP: 244/330 -- GLOBAL_STEP: 100125 | > loss_disc: 2.048804759979248 (2.2049501797214885) | > loss_disc_real_0: 0.07165244966745377 (0.11139125653283029) | > loss_disc_real_1: 0.25209009647369385 (0.20681625323705982) | > loss_disc_real_2: 0.19573599100112915 (0.21331916376948357) | > loss_disc_real_3: 0.18732678890228271 (0.21666173172778774) | > loss_disc_real_4: 0.13986773788928986 (0.20427106723922195) | > loss_disc_real_5: 0.168019101023674 (0.20912343910971626) | > loss_0: 2.048804759979248 (2.2049501797214885) | > grad_norm_0: tensor(41.0841, device='cuda:0') (tensor(16.7250, device='cuda:0')) | > loss_gen: 2.968228578567505 (2.7048854417488224) | > loss_kl: 1.3574966192245483 (1.4481091465129228) | > loss_feat: 7.385615348815918 (7.289952303542465) | > loss_mel: 20.511512756347656 (20.998172455146673) | > loss_duration: 2.1367039680480957 (2.146798356146108) | > loss_1: 34.359554290771484 (34.587917867254035) | > grad_norm_1: tensor(623.3187, device='cuda:0') (tensor(181.5267, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.4127 (0.3631195259875937) | > loader_time: 0.0056 (0.004076948908508799)  --> TIME: 2024-06-10 16:34:00 -- STEP: 269/330 -- GLOBAL_STEP: 100150 | > loss_disc: 2.2600326538085938 (2.2101895060237897) | > loss_disc_real_0: 0.09516401588916779 (0.11217872298506114) | > loss_disc_real_1: 0.20566225051879883 (0.20613954905905243) | > loss_disc_real_2: 0.202296182513237 (0.2136735125102075) | > loss_disc_real_3: 0.2287425696849823 (0.21726478874461805) | > loss_disc_real_4: 0.2191121131181717 (0.20702288812199487) | > loss_disc_real_5: 0.19651614129543304 (0.20854661167775831) | > loss_0: 2.2600326538085938 (2.2101895060237897) | > grad_norm_0: tensor(23.5981, device='cuda:0') (tensor(17.6424, device='cuda:0')) | > loss_gen: 2.4558846950531006 (2.7090182419603197) | > loss_kl: 1.5288033485412598 (1.446646967785066) | > loss_feat: 7.007204532623291 (7.311319735856747) | > loss_mel: 19.15081787109375 (20.95317214483666) | > loss_duration: 2.2457473278045654 (2.153034544788771) | > loss_1: 32.388458251953125 (34.57319179520731) | > grad_norm_1: tensor(66.8687, device='cuda:0') (tensor(188.0731, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.4236 (0.3677487568341222) | > loader_time: 0.006 (0.0042201072309983245)  --> TIME: 2024-06-10 16:34:11 -- STEP: 294/330 -- GLOBAL_STEP: 100175 | > loss_disc: 2.3291890621185303 (2.2100353512634223) | > loss_disc_real_0: 0.1295103281736374 (0.11263100051504822) | > loss_disc_real_1: 0.24067340791225433 (0.20646268925091035) | > loss_disc_real_2: 0.17626601457595825 (0.2129347346165553) | > loss_disc_real_3: 0.2434808909893036 (0.21746884337087877) | > loss_disc_real_4: 0.22121532261371613 (0.20755527198922882) | > loss_disc_real_5: 0.1893848031759262 (0.2081780948099636) | > loss_0: 2.3291890621185303 (2.2100353512634223) | > grad_norm_0: tensor(14.9484, device='cuda:0') (tensor(17.2350, device='cuda:0')) | > loss_gen: 2.4272842407226562 (2.707972164867686) | > loss_kl: 1.6292939186096191 (1.4477859682777299) | > loss_feat: 6.698572635650635 (7.3311718110324575) | > loss_mel: 21.504840850830078 (20.916888710592882) | > loss_duration: 2.282425880432129 (2.161075297261581) | > loss_1: 34.542415618896484 (34.56489410530142) | > grad_norm_1: tensor(139.0593, device='cuda:0') (tensor(188.9155, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.4438 (0.3737782256132891) | > loader_time: 0.0075 (0.004395425725145403)  --> TIME: 2024-06-10 16:34:24 -- STEP: 319/330 -- GLOBAL_STEP: 100200 | > loss_disc: 2.140983819961548 (2.209482892927331) | > loss_disc_real_0: 0.1269473135471344 (0.11692223311358113) | > loss_disc_real_1: 0.1855928748846054 (0.2059566853655543) | > loss_disc_real_2: 0.22873751819133759 (0.2127538570509435) | > loss_disc_real_3: 0.18539300560951233 (0.21682995109348835) | > loss_disc_real_4: 0.2014092653989792 (0.2074377874969316) | > loss_disc_real_5: 0.1945023387670517 (0.20732869063051518) | > loss_0: 2.140983819961548 (2.209482892927331) | > grad_norm_0: tensor(8.6380, device='cuda:0') (tensor(16.8615, device='cuda:0')) | > loss_gen: 2.82747483253479 (2.712546080257451) | > loss_kl: 1.5750023126602173 (1.452761145968422) | > loss_feat: 9.24009895324707 (7.385537413594117) | > loss_mel: 20.34099769592285 (20.878488534670264) | > loss_duration: 2.3451790809631348 (2.173552673438499) | > loss_1: 36.32875442504883 (34.60288601459755) | > grad_norm_1: tensor(98.6354, device='cuda:0') (tensor(188.0130, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.5484 (0.38418133804416965) | > loader_time: 0.0088 (0.004634276452856749)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2045602798461914 (2.2045602798461914) | > loss_disc_real_0: 0.08058742433786392 (0.08058742433786392) | > loss_disc_real_1: 0.2246168553829193 (0.2246168553829193) | > loss_disc_real_2: 0.3114849328994751 (0.3114849328994751) | > loss_disc_real_3: 0.288359671831131 (0.288359671831131) | > loss_disc_real_4: 0.2777214050292969 (0.2777214050292969) | > loss_disc_real_5: 0.2854592204093933 (0.2854592204093933) | > loss_0: 2.2045602798461914 (2.2045602798461914) | > loss_gen: 3.2038564682006836 (3.2038564682006836) | > loss_kl: 1.180939793586731 (1.180939793586731) | > loss_feat: 5.6493706703186035 (5.6493706703186035) | > loss_mel: 18.77170753479004 (18.77170753479004) | > loss_duration: 2.835266590118408 (2.835266590118408) | > loss_1: 31.64113998413086 (31.64113998413086)  --> STEP: 1 | > loss_disc: 2.400606870651245 (2.400606870651245) | > loss_disc_real_0: 0.13009294867515564 (0.13009294867515564) | > loss_disc_real_1: 0.21056392788887024 (0.21056392788887024) | > loss_disc_real_2: 0.2874850928783417 (0.2874850928783417) | > loss_disc_real_3: 0.3165329694747925 (0.3165329694747925) | > loss_disc_real_4: 0.36362719535827637 (0.36362719535827637) | > loss_disc_real_5: 0.4167822003364563 (0.4167822003364563) | > loss_0: 2.400606870651245 (2.400606870651245) | > loss_gen: 3.1163277626037598 (3.1163277626037598) | > loss_kl: 1.8140839338302612 (1.8140839338302612) | > loss_feat: 6.109314441680908 (6.109314441680908) | > loss_mel: 22.857460021972656 (22.857460021972656) | > loss_duration: 2.3254661560058594 (2.3254661560058594) | > loss_1: 36.222652435302734 (36.222652435302734)  --> STEP: 2 | > loss_disc: 2.6818528175354004 (2.5412298440933228) | > loss_disc_real_0: 0.16830095648765564 (0.14919695258140564) | > loss_disc_real_1: 0.33212170004844666 (0.27134281396865845) | > loss_disc_real_2: 0.3636930286884308 (0.32558906078338623) | > loss_disc_real_3: 0.3917166292667389 (0.3541247993707657) | > loss_disc_real_4: 0.4948149621486664 (0.4292210787534714) | > loss_disc_real_5: 0.4381656050682068 (0.42747390270233154) | > loss_0: 2.6818528175354004 (2.5412298440933228) | > loss_gen: 3.9286327362060547 (3.5224802494049072) | > loss_kl: 0.6624413728713989 (1.23826265335083) | > loss_feat: 7.424598693847656 (6.766956567764282) | > loss_mel: 22.3121280670166 (22.58479404449463) | > loss_duration: 2.3564586639404297 (2.3409624099731445) | > loss_1: 36.68425750732422 (36.45345497131348)  --> STEP: 3 | > loss_disc: 2.3434691429138184 (2.4753096103668213) | > loss_disc_real_0: 0.11721400916576385 (0.13853597144285837) | > loss_disc_real_1: 0.32248061895370483 (0.2883887489636739) | > loss_disc_real_2: 0.33682483434677124 (0.3293343186378479) | > loss_disc_real_3: 0.34472501277923584 (0.35099153717358905) | > loss_disc_real_4: 0.2447180300951004 (0.3677200625340144) | > loss_disc_real_5: 0.2821817696094513 (0.37904319167137146) | > loss_0: 2.3434691429138184 (2.4753096103668213) | > loss_gen: 3.602926731109619 (3.549295743306478) | > loss_kl: 2.3425347805023193 (1.6063533624013264) | > loss_feat: 6.384291172027588 (6.639401435852051) | > loss_mel: 19.1090087890625 (21.426198959350586) | > loss_duration: 2.1351113319396973 (2.2723453839619956) | > loss_1: 33.57387161254883 (35.49359385172526)  --> STEP: 4 | > loss_disc: 1.89719557762146 (2.330781102180481) | > loss_disc_real_0: 0.1017894521355629 (0.1293493416160345) | > loss_disc_real_1: 0.21725961565971375 (0.27060646563768387) | > loss_disc_real_2: 0.2774577736854553 (0.31636518239974976) | > loss_disc_real_3: 0.3183612525463104 (0.3428339660167694) | > loss_disc_real_4: 0.18734945356845856 (0.3226274102926254) | > loss_disc_real_5: 0.24071578681468964 (0.344461340457201) | > loss_0: 1.89719557762146 (2.330781102180481) | > loss_gen: 3.575401782989502 (3.555822253227234) | > loss_kl: 1.5700223445892334 (1.5972706079483032) | > loss_feat: 9.76203727722168 (7.420060396194458) | > loss_mel: 22.151397705078125 (21.60749864578247) | > loss_duration: 2.2273759841918945 (2.26110303401947) | > loss_1: 39.28623580932617 (36.44175434112549)  --> STEP: 5 | > loss_disc: 2.144691228866577 (2.2935631275177) | > loss_disc_real_0: 0.06592442095279694 (0.116664357483387) | > loss_disc_real_1: 0.37552568316459656 (0.2915903091430664) | > loss_disc_real_2: 0.33177024126052856 (0.3194461941719055) | > loss_disc_real_3: 0.2461821585893631 (0.3235036045312881) | > loss_disc_real_4: 0.2411596179008484 (0.30633385181427003) | > loss_disc_real_5: 0.2675922214984894 (0.32908751666545866) | > loss_0: 2.144691228866577 (2.2935631275177) | > loss_gen: 3.7882022857666016 (3.6022982597351074) | > loss_kl: 1.7862827777862549 (1.6350730419158936) | > loss_feat: 6.565811634063721 (7.24921064376831) | > loss_mel: 21.549789428710938 (21.595956802368164) | > loss_duration: 2.2995901107788086 (2.268800449371338) | > loss_1: 35.98967742919922 (36.351338958740236)  --> STEP: 6 | > loss_disc: 2.3075575828552246 (2.295895536740621) | > loss_disc_real_0: 0.10018271207809448 (0.11391741658250491) | > loss_disc_real_1: 0.3371712267398834 (0.2991871287425359) | > loss_disc_real_2: 0.32932955026626587 (0.32109342018763226) | > loss_disc_real_3: 0.33512479066848755 (0.32544046888748807) | > loss_disc_real_4: 0.24583415687084198 (0.2962505693236987) | > loss_disc_real_5: 0.3407421112060547 (0.33102994908889133) | > loss_0: 2.3075575828552246 (2.295895536740621) | > loss_gen: 3.450627088546753 (3.577019731203715) | > loss_kl: 1.4134820699691772 (1.5981412132581074) | > loss_feat: 6.946414947509766 (7.198744694391887) | > loss_mel: 23.322105407714844 (21.88364823659261) | > loss_duration: 2.134895086288452 (2.2464828888575235) | > loss_1: 37.26752471923828 (36.50403658548991)  --> STEP: 7 | > loss_disc: 2.1014022827148438 (2.26811078616551) | > loss_disc_real_0: 0.10665345191955566 (0.11287970734494072) | > loss_disc_real_1: 0.4808785617351532 (0.32514304774148123) | > loss_disc_real_2: 0.396107941865921 (0.3318097804273878) | > loss_disc_real_3: 0.2773926556110382 (0.3185764955622809) | > loss_disc_real_4: 0.18088515102863312 (0.27976979528154644) | > loss_disc_real_5: 0.13910697400569916 (0.3036123812198639) | > loss_0: 2.1014022827148438 (2.26811078616551) | > loss_gen: 4.2773003578186035 (3.6770598207201277) | > loss_kl: 1.792711853981018 (1.6259370190756661) | > loss_feat: 8.763912200927734 (7.422340052468436) | > loss_mel: 23.554866790771484 (22.12239374433245) | > loss_duration: 2.391361951828003 (2.2671798978533064) | > loss_1: 40.780155181884766 (37.11491067068918)  --> STEP: 8 | > loss_disc: 1.9062541723251343 (2.222878709435463) | > loss_disc_real_0: 0.07560254633426666 (0.10822006221860647) | > loss_disc_real_1: 0.22297699749469757 (0.3123722914606333) | > loss_disc_real_2: 0.29406318068504333 (0.3270914554595947) | > loss_disc_real_3: 0.2667390704154968 (0.3120968174189329) | > loss_disc_real_4: 0.27112093567848206 (0.2786886878311634) | > loss_disc_real_5: 0.28530216217041016 (0.3013236038386822) | > loss_0: 1.9062541723251343 (2.222878709435463) | > loss_gen: 4.007372856140137 (3.718348950147629) | > loss_kl: 2.509831190109253 (1.7364237904548645) | > loss_feat: 9.304830551147461 (7.657651364803314) | > loss_mel: 23.843639373779297 (22.337549448013306) | > loss_duration: 2.2341251373291016 (2.2630480527877808) | > loss_1: 41.899803161621094 (37.713022232055664)  --> STEP: 9 | > loss_disc: 2.3744277954101562 (2.2397174967659845) | > loss_disc_real_0: 0.17511366307735443 (0.11565268453624514) | > loss_disc_real_1: 0.2240188866853714 (0.30255524648560417) | > loss_disc_real_2: 0.33357834815979004 (0.32781222131517196) | > loss_disc_real_3: 0.30583882331848145 (0.31140148474110496) | > loss_disc_real_4: 0.2578499913215637 (0.27637327710787457) | > loss_disc_real_5: 0.3066192865371704 (0.3019120130274031) | > loss_0: 2.3744277954101562 (2.2397174967659845) | > loss_gen: 3.0234599113464355 (3.6411390569474964) | > loss_kl: 2.0709726810455322 (1.773595889409383) | > loss_feat: 7.591151714324951 (7.650262514750163) | > loss_mel: 21.940792083740234 (22.29346529642741) | > loss_duration: 2.130504846572876 (2.2483210298750134) | > loss_1: 36.75688171386719 (37.606784396701386)  --> STEP: 10 | > loss_disc: 2.455754518508911 (2.2613211989402773) | > loss_disc_real_0: 0.1313374936580658 (0.1172211654484272) | > loss_disc_real_1: 0.3208962380886078 (0.30438934564590453) | > loss_disc_real_2: 0.3094128668308258 (0.3259722858667374) | > loss_disc_real_3: 0.33964088559150696 (0.3142254248261452) | > loss_disc_real_4: 0.3097202181816101 (0.2797079712152481) | > loss_disc_real_5: 0.37432417273521423 (0.3091532289981842) | > loss_0: 2.455754518508911 (2.2613211989402773) | > loss_gen: 3.1193528175354004 (3.5889604330062865) | > loss_kl: 1.34268057346344 (1.7305043578147887) | > loss_feat: 5.756005764007568 (7.4608368396759035) | > loss_mel: 21.48247718811035 (22.2123664855957) | > loss_duration: 2.2262136936187744 (2.2461102962493897) | > loss_1: 33.92673110961914 (37.238779067993164)  --> STEP: 11 | > loss_disc: 2.6289854049682617 (2.2947452176700938) | > loss_disc_real_0: 0.12364785373210907 (0.11780540983785283) | > loss_disc_real_1: 0.2722877264022827 (0.3014710166237571) | > loss_disc_real_2: 0.33678680658340454 (0.3269554241137071) | > loss_disc_real_3: 0.31763535737991333 (0.31453541869466956) | > loss_disc_real_4: 0.2764323651790619 (0.2794101888483221) | > loss_disc_real_5: 0.35930299758911133 (0.31371229887008667) | > loss_0: 2.6289854049682617 (2.2947452176700938) | > loss_gen: 2.7696938514709473 (3.5144816528667104) | > loss_kl: 1.9147194623947144 (1.747251185503873) | > loss_feat: 5.511724948883057 (7.283644849603826) | > loss_mel: 18.631481170654297 (21.886831456964668) | > loss_duration: 2.3961305618286133 (2.259748502211137) | > loss_1: 31.223751068115234 (36.69195834073153)  --> STEP: 12 | > loss_disc: 2.007340669631958 (2.270794838666916) | > loss_disc_real_0: 0.06441283226013184 (0.11335602837304275) | > loss_disc_real_1: 0.257808655500412 (0.297832486530145) | > loss_disc_real_2: 0.23767057061195374 (0.31951501965522766) | > loss_disc_real_3: 0.33546462655067444 (0.3162795193493366) | > loss_disc_real_4: 0.2280280739068985 (0.2751283459365368) | > loss_disc_real_5: 0.3006971478462219 (0.3126277029514313) | > loss_0: 2.007340669631958 (2.270794838666916) | > loss_gen: 3.5426273345947266 (3.516827126344045) | > loss_kl: 2.337212085723877 (1.79641459385554) | > loss_feat: 7.0536322593688965 (7.2644771337509155) | > loss_mel: 24.076513290405273 (22.069304943084717) | > loss_duration: 2.227335214614868 (2.257047394911448) | > loss_1: 39.23732376098633 (36.90407212575277)  --> STEP: 13 | > loss_disc: 2.500058650970459 (2.2884305165364194) | > loss_disc_real_0: 0.13188031315803528 (0.11478097335650371) | > loss_disc_real_1: 0.3071933090686798 (0.29855254980234) | > loss_disc_real_2: 0.30976617336273193 (0.31876510840195876) | > loss_disc_real_3: 0.3326243460178375 (0.3175368137084521) | > loss_disc_real_4: 0.27334436774253845 (0.27499111684469074) | > loss_disc_real_5: 0.39319995045661926 (0.31882556814413804) | > loss_0: 2.500058650970459 (2.2884305165364194) | > loss_gen: 2.920397996902466 (3.470947962540847) | > loss_kl: 1.8381171226501465 (1.7996224806858943) | > loss_feat: 5.8726115226745605 (7.1574105482835035) | > loss_mel: 20.05640411376953 (21.91446641775278) | > loss_duration: 2.0669593811035156 (2.2424252400031457) | > loss_1: 32.75448989868164 (36.58487349290114)  --> STEP: 14 | > loss_disc: 2.0115725994110107 (2.268654951027462) | > loss_disc_real_0: 0.11214412748813629 (0.11459262722304889) | > loss_disc_real_1: 0.31578826904296875 (0.299783672605242) | > loss_disc_real_2: 0.2550615668296814 (0.3142148554325104) | > loss_disc_real_3: 0.21268998086452484 (0.3100477542196001) | > loss_disc_real_4: 0.21700981259346008 (0.27084959511246) | > loss_disc_real_5: 0.3461422324180603 (0.3207767584494182) | > loss_0: 2.0115725994110107 (2.268654951027462) | > loss_gen: 3.807065486907959 (3.4949563571384976) | > loss_kl: 2.1580142974853516 (1.8252218961715698) | > loss_feat: 8.478301048278809 (7.25175986971174) | > loss_mel: 23.74999237060547 (22.045575414385116) | > loss_duration: 2.3284835815429688 (2.2485722643988475) | > loss_1: 40.521854400634766 (36.86608641488211)  --> STEP: 15 | > loss_disc: 2.31404709815979 (2.271681094169617) | > loss_disc_real_0: 0.13010922074317932 (0.11562706679105758) | > loss_disc_real_1: 0.24543456733226776 (0.2961603989203771) | > loss_disc_real_2: 0.3328911364078522 (0.3154599408308665) | > loss_disc_real_3: 0.3512612283229828 (0.31279531915982567) | > loss_disc_real_4: 0.28241950273513794 (0.2716209222873052) | > loss_disc_real_5: 0.36366742849349976 (0.32363613645235695) | > loss_0: 2.31404709815979 (2.271681094169617) | > loss_gen: 3.4969680309295654 (3.4950904687245687) | > loss_kl: 1.7557659149169922 (1.8205914974212647) | > loss_feat: 8.064634323120117 (7.305951499938965) | > loss_mel: 21.696277618408203 (22.02228889465332) | > loss_duration: 2.292952060699463 (2.251530917485555) | > loss_1: 37.30659866333008 (36.89545389811198)  --> STEP: 16 | > loss_disc: 2.1659634113311768 (2.2650737389922146) | > loss_disc_real_0: 0.08876997977495193 (0.11394849885255098) | > loss_disc_real_1: 0.4169752299785614 (0.3037113258615136) | > loss_disc_real_2: 0.36037424206733704 (0.3182670846581459) | > loss_disc_real_3: 0.2697501480579376 (0.31010499596595764) | > loss_disc_real_4: 0.23513266444206238 (0.2693404061719775) | > loss_disc_real_5: 0.25171270966529846 (0.3191409222781658) | > loss_0: 2.1659634113311768 (2.2650737389922146) | > loss_gen: 3.9069008827209473 (3.5208286195993423) | > loss_kl: 2.018644094467163 (1.8329697847366333) | > loss_feat: 8.172748565673828 (7.360126316547394) | > loss_mel: 22.138700485229492 (22.02956461906433) | > loss_duration: 2.355414390563965 (2.2580236345529556) | > loss_1: 38.592411041259766 (37.001513719558716)  --> STEP: 17 | > loss_disc: 2.344792366027832 (2.2697630699943097) | > loss_disc_real_0: 0.14005835354328156 (0.11548437265788808) | > loss_disc_real_1: 0.2748683989048004 (0.30201468309935403) | > loss_disc_real_2: 0.5077791810035706 (0.32941485503140616) | > loss_disc_real_3: 0.2724641263484955 (0.30789082716493044) | > loss_disc_real_4: 0.19671982526779175 (0.2650686072952607) | > loss_disc_real_5: 0.21967026591300964 (0.31328970719786253) | > loss_0: 2.344792366027832 (2.2697630699943097) | > loss_gen: 3.1416797637939453 (3.4985257457284367) | > loss_kl: 1.7140363454818726 (1.8259737000745886) | > loss_feat: 5.989025115966797 (7.279473304748535) | > loss_mel: 20.977724075317383 (21.967691645902747) | > loss_duration: 2.365370512008667 (2.264338156756233) | > loss_1: 34.187835693359375 (36.836003247429346)  --> STEP: 18 | > loss_disc: 2.213585376739502 (2.2666420870357094) | > loss_disc_real_0: 0.1116076111793518 (0.11526899702019161) | > loss_disc_real_1: 0.237887442111969 (0.29845205860005486) | > loss_disc_real_2: 0.2536637485027313 (0.3252064602242576) | > loss_disc_real_3: 0.361857533454895 (0.31088897751437294) | > loss_disc_real_4: 0.24347315728664398 (0.2638688600725598) | > loss_disc_real_5: 0.31568753719329834 (0.31342291997538674) | > loss_0: 2.213585376739502 (2.2666420870357094) | > loss_gen: 3.2563562393188477 (3.485071884261237) | > loss_kl: 1.662746548652649 (1.8169055249955919) | > loss_feat: 8.658578872680664 (7.356090280744764) | > loss_mel: 21.51500701904297 (21.94254249996609) | > loss_duration: 2.1500356197357178 (2.2579880158106485) | > loss_1: 37.24272537231445 (36.85859892103407)  --> STEP: 19 | > loss_disc: 2.3090016841888428 (2.2688715395174532) | > loss_disc_real_0: 0.11683989316225052 (0.11535167576451051) | > loss_disc_real_1: 0.2349102944135666 (0.29510775522181865) | > loss_disc_real_2: 0.3065522611141205 (0.3242246602710925) | > loss_disc_real_3: 0.2776978611946106 (0.3091420766554381) | > loss_disc_real_4: 0.2155160903930664 (0.2613239774578496) | > loss_disc_real_5: 0.25115078687667847 (0.31014543928598104) | > loss_0: 2.3090016841888428 (2.2688715395174532) | > loss_gen: 3.0547192096710205 (3.4624217434933313) | > loss_kl: 1.5647690296173096 (1.803635183133577) | > loss_feat: 8.614313125610352 (7.4223125357376905) | > loss_mel: 23.314390182495117 (22.01474500957288) | > loss_duration: 2.3758175373077393 (2.2641895695736536) | > loss_1: 38.924007415771484 (36.96730463128341)  --> STEP: 20 | > loss_disc: 2.6206274032592773 (2.2864593327045446) | > loss_disc_real_0: 0.1007656455039978 (0.11462237425148487) | > loss_disc_real_1: 0.27194133400917053 (0.29394943416118624) | > loss_disc_real_2: 0.42401573061943054 (0.32921421378850935) | > loss_disc_real_3: 0.37826910614967346 (0.3125984281301498) | > loss_disc_real_4: 0.31396833062171936 (0.26395619511604307) | > loss_disc_real_5: 0.34550318121910095 (0.311913326382637) | > loss_0: 2.6206274032592773 (2.2864593327045446) | > loss_gen: 2.8202712535858154 (3.4303142189979554) | > loss_kl: 1.3551446199417114 (1.7812106549739837) | > loss_feat: 5.749672889709473 (7.338680553436279) | > loss_mel: 21.723712921142578 (22.000193405151364) | > loss_duration: 2.3439583778381348 (2.268178009986878) | > loss_1: 33.992759704589844 (36.81857738494873)  --> STEP: 21 | > loss_disc: 2.2505130767822266 (2.2847476062320533) | > loss_disc_real_0: 0.13448098301887512 (0.11556802228802726) | > loss_disc_real_1: 0.2485698014497757 (0.29178849927016665) | > loss_disc_real_2: 0.3155257999897003 (0.32856238455999465) | > loss_disc_real_3: 0.28954240679740906 (0.3115005223524003) | > loss_disc_real_4: 0.28212618827819824 (0.2648214328856695) | > loss_disc_real_5: 0.2794952988624573 (0.310369610786438) | > loss_0: 2.2505130767822266 (2.2847476062320533) | > loss_gen: 3.100783586502075 (3.414622284117199) | > loss_kl: 1.3983515501022339 (1.76297926902771) | > loss_feat: 5.970466136932373 (7.2735274859837125) | > loss_mel: 21.501964569091797 (21.976468222481863) | > loss_duration: 2.1539106369018555 (2.262736706506639) | > loss_1: 34.1254768371582 (36.69033450172061)  --> STEP: 22 | > loss_disc: 2.1697354316711426 (2.2795197801156486) | > loss_disc_real_0: 0.10843537747859955 (0.115243811160326) | > loss_disc_real_1: 0.31563177704811096 (0.29287228462370957) | > loss_disc_real_2: 0.3190237879753113 (0.32812881198796356) | > loss_disc_real_3: 0.26604756712913513 (0.30943447893316095) | > loss_disc_real_4: 0.22230365872383118 (0.2628888067874042) | > loss_disc_real_5: 0.334140419960022 (0.31145010211251) | > loss_0: 2.1697354316711426 (2.2795197801156486) | > loss_gen: 3.385683536529541 (3.413306886499578) | > loss_kl: 1.33881413936615 (1.7436990358612754) | > loss_feat: 7.283388137817383 (7.273975697430697) | > loss_mel: 22.670923233032227 (22.008034359325062) | > loss_duration: 2.1937484741210938 (2.2596008777618413) | > loss_1: 36.87255859375 (36.69861741499468)  --> STEP: 23 | > loss_disc: 2.1655521392822266 (2.274564665296804) | > loss_disc_real_0: 0.11427122354507446 (0.11520152474227159) | > loss_disc_real_1: 0.21915222704410553 (0.28966706472894416) | > loss_disc_real_2: 0.3007812201976776 (0.3269397862579511) | > loss_disc_real_3: 0.28380560874938965 (0.30832018022951874) | > loss_disc_real_4: 0.2737310528755188 (0.2633602087912353) | > loss_disc_real_5: 0.30673444271087646 (0.3112450734428737) | > loss_0: 2.1655521392822266 (2.274564665296804) | > loss_gen: 3.4358344078063965 (3.4142863439477007) | > loss_kl: 1.3202792406082153 (1.725289479545925) | > loss_feat: 8.252229690551758 (7.316508479740309) | > loss_mel: 22.776918411254883 (22.041464100713316) | > loss_duration: 2.28539776802063 (2.260722481686136) | > loss_1: 38.070655822753906 (36.758271258810296)  --> STEP: 24 | > loss_disc: 2.096503973007202 (2.267145469784737) | > loss_disc_real_0: 0.062330201268196106 (0.11299855293085177) | > loss_disc_real_1: 0.209331214427948 (0.28631973763306934) | > loss_disc_real_2: 0.3509162664413452 (0.3279388062655925) | > loss_disc_real_3: 0.18146860599517822 (0.3030346979697545) | > loss_disc_real_4: 0.23551146686077118 (0.26219984454413264) | > loss_disc_real_5: 0.18365341424942017 (0.30592875430981314) | > loss_0: 2.096503973007202 (2.267145469784737) | > loss_gen: 2.7631661891937256 (3.3871563374996185) | > loss_kl: 1.737405776977539 (1.7257943252722423) | > loss_feat: 7.199711322784424 (7.3116419315338135) | > loss_mel: 21.953540802001953 (22.037800629933674) | > loss_duration: 2.425415277481079 (2.2675846815109257) | > loss_1: 36.07923889160156 (36.72997824350993)  --> STEP: 25 | > loss_disc: 2.411407947540283 (2.272915968894959) | > loss_disc_real_0: 0.17542746663093567 (0.11549570947885514) | > loss_disc_real_1: 0.294467955827713 (0.2866456663608551) | > loss_disc_real_2: 0.33888667821884155 (0.32837672114372246) | > loss_disc_real_3: 0.2828366458415985 (0.3022267758846283) | > loss_disc_real_4: 0.28884655237197876 (0.2632657128572465) | > loss_disc_real_5: 0.34243443608283997 (0.30738898158073424) | > loss_0: 2.411407947540283 (2.272915968894959) | > loss_gen: 3.1187474727630615 (3.376419982910156) | > loss_kl: 1.9284464120864868 (1.733900408744812) | > loss_feat: 6.403695106506348 (7.275324058532715) | > loss_mel: 20.12987518310547 (21.961483612060547) | > loss_duration: 2.3660104274749756 (2.2715217113494877) | > loss_1: 33.946773529052734 (36.61865005493164)  --> STEP: 26 | > loss_disc: 1.631333827972412 (2.2482397327056303) | > loss_disc_real_0: 0.08645893633365631 (0.1143789105117321) | > loss_disc_real_1: 0.23266378045082092 (0.28456943997969997) | > loss_disc_real_2: 0.2412261813879013 (0.3250247773069601) | > loss_disc_real_3: 0.15645647048950195 (0.2966202256771235) | > loss_disc_real_4: 0.17324325442314148 (0.2598033106097809) | > loss_disc_real_5: 0.11155591905117035 (0.29985694071421254) | > loss_0: 1.631333827972412 (2.2482397327056303) | > loss_gen: 3.3850760459899902 (3.3767529084132266) | > loss_kl: 1.7433998584747314 (1.7342657721959627) | > loss_feat: 16.13459014892578 (7.616065062009371) | > loss_mel: 22.885120391845703 (21.997008103590744) | > loss_duration: 2.3032326698303223 (2.2727413635987506) | > loss_1: 46.451419830322266 (36.99683350783128) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022636101796076847 (-4.456593440129407e-06) | > avg_loss_disc: 2.2482397327056303 (+0.006746397568629714) | > avg_loss_disc_real_0: 0.1143789105117321 (+0.02341245358379987) | > avg_loss_disc_real_1: 0.28456943997969997 (+0.08437976957513738) | > avg_loss_disc_real_2: 0.3250247773069601 (+0.04614551881184942) | > avg_loss_disc_real_3: 0.2966202256771235 (+0.01755849272012716) | > avg_loss_disc_real_4: 0.2598033106097809 (+0.06675448641181) | > avg_loss_disc_real_5: 0.29985694071421254 (+0.07187536931954894) | > avg_loss_0: 2.2482397327056303 (+0.006746397568629714) | > avg_loss_gen: 3.3767529084132266 (+0.5853266899402323) | > avg_loss_kl: 1.7342657721959627 (-0.017364336894108767) | > avg_loss_feat: 7.616065062009371 (-0.019022538111760134) | > avg_loss_mel: 21.997008103590744 (+0.4167091663067204) | > avg_loss_duration: 2.2727413635987506 (-0.0012319087982173293) | > avg_loss_1: 36.99683350783128 (+0.9644176776592488)  > EPOCH: 37/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:34:49)   --> TIME: 2024-06-10 16:34:55 -- STEP: 14/330 -- GLOBAL_STEP: 100225 | > loss_disc: 2.1466128826141357 (2.2799786840166365) | > loss_disc_real_0: 0.11648713797330856 (0.12161054515412875) | > loss_disc_real_1: 0.18844082951545715 (0.20001841336488724) | > loss_disc_real_2: 0.19930264353752136 (0.21827811641352518) | > loss_disc_real_3: 0.22670835256576538 (0.2168077262384551) | > loss_disc_real_4: 0.20079807937145233 (0.19502894580364227) | > loss_disc_real_5: 0.20364850759506226 (0.21542865570102418) | > loss_0: 2.1466128826141357 (2.2799786840166365) | > grad_norm_0: tensor(17.3860, device='cuda:0') (tensor(13.3920, device='cuda:0')) | > loss_gen: 2.8613123893737793 (2.6106129373822893) | > loss_kl: 1.8142883777618408 (1.5630809153829301) | > loss_feat: 7.4591264724731445 (6.597851480756487) | > loss_mel: 21.939655303955078 (21.1495407649449) | > loss_duration: 2.1709799766540527 (2.2849211863109047) | > loss_1: 36.245361328125 (34.20600754874093) | > grad_norm_1: tensor(236.7114, device='cuda:0') (tensor(130.1688, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3397 (0.33092720167977463) | > loader_time: 0.003 (0.0029548576899937223)  --> TIME: 2024-06-10 16:35:03 -- STEP: 39/330 -- GLOBAL_STEP: 100250 | > loss_disc: 2.2016983032226562 (2.2111222743988037) | > loss_disc_real_0: 0.1373070478439331 (0.12074847786854474) | > loss_disc_real_1: 0.23252633213996887 (0.20551512524103507) | > loss_disc_real_2: 0.19751083850860596 (0.20826280117034912) | > loss_disc_real_3: 0.21710790693759918 (0.209612087561534) | > loss_disc_real_4: 0.21720395982265472 (0.20026111602783203) | > loss_disc_real_5: 0.18868111073970795 (0.20468513514751047) | > loss_0: 2.2016983032226562 (2.2111222743988037) | > grad_norm_0: tensor(6.0533, device='cuda:0') (tensor(11.0846, device='cuda:0')) | > loss_gen: 2.9756176471710205 (2.6919775131421213) | > loss_kl: 1.6844606399536133 (1.50803415897565) | > loss_feat: 8.123358726501465 (7.104456974909856) | > loss_mel: 21.03254508972168 (21.238255036182892) | > loss_duration: 2.145169734954834 (2.184453065578754) | > loss_1: 35.961151123046875 (34.72717705751076) | > grad_norm_1: tensor(151.1443, device='cuda:0') (tensor(147.5952, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3479 (0.3350707873319967) | > loader_time: 0.003 (0.0030549122737004207)  --> TIME: 2024-06-10 16:35:12 -- STEP: 64/330 -- GLOBAL_STEP: 100275 | > loss_disc: 2.1437880992889404 (2.1950167026370764) | > loss_disc_real_0: 0.1048809364438057 (0.1184359808685258) | > loss_disc_real_1: 0.20646612346172333 (0.20743023580871522) | > loss_disc_real_2: 0.16622887551784515 (0.20966171217150986) | > loss_disc_real_3: 0.21539220213890076 (0.2127937430050224) | > loss_disc_real_4: 0.22516702115535736 (0.20365222566761076) | > loss_disc_real_5: 0.20771335065364838 (0.2052141067106277) | > loss_0: 2.1437880992889404 (2.1950167026370764) | > grad_norm_0: tensor(12.4344, device='cuda:0') (tensor(10.0624, device='cuda:0')) | > loss_gen: 2.7643802165985107 (2.7308949530124664) | > loss_kl: 1.4431593418121338 (1.506855845451355) | > loss_feat: 7.799503803253174 (7.298941172659397) | > loss_mel: 21.63241195678711 (21.20859533548355) | > loss_duration: 2.090240240097046 (2.1485445760190487) | > loss_1: 35.729698181152344 (34.893832087516785) | > grad_norm_1: tensor(266.6338, device='cuda:0') (tensor(130.7681, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3339 (0.3364639692008495) | > loader_time: 0.0033 (0.003156568855047226)  --> TIME: 2024-06-10 16:35:21 -- STEP: 89/330 -- GLOBAL_STEP: 100300 | > loss_disc: 2.1148171424865723 (2.206919746452503) | > loss_disc_real_0: 0.10288278013467789 (0.11873655381162515) | > loss_disc_real_1: 0.1613651067018509 (0.20750062368559033) | > loss_disc_real_2: 0.17520806193351746 (0.21295140650165215) | > loss_disc_real_3: 0.18819881975650787 (0.21421396548158667) | > loss_disc_real_4: 0.17437903583049774 (0.20342843368482055) | > loss_disc_real_5: 0.18825964629650116 (0.20585205498036374) | > loss_0: 2.1148171424865723 (2.206919746452503) | > grad_norm_0: tensor(9.1835, device='cuda:0') (tensor(10.4260, device='cuda:0')) | > loss_gen: 2.682758331298828 (2.7159325567524086) | > loss_kl: 1.5559345483779907 (1.500163837765041) | > loss_feat: 7.803825378417969 (7.3164084948850485) | > loss_mel: 20.880220413208008 (21.15709000491025) | > loss_duration: 2.132739305496216 (2.131971916455902) | > loss_1: 35.055477142333984 (34.82156699962831) | > grad_norm_1: tensor(270.7947, device='cuda:0') (tensor(126.5046, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3543 (0.3409531705834891) | > loader_time: 0.0034 (0.003283704264780109)  --> TIME: 2024-06-10 16:35:30 -- STEP: 114/330 -- GLOBAL_STEP: 100325 | > loss_disc: 2.3620429039001465 (2.1994691407471376) | > loss_disc_real_0: 0.199844092130661 (0.11904722086170264) | > loss_disc_real_1: 0.18705005943775177 (0.2068985730671046) | > loss_disc_real_2: 0.219136044383049 (0.2116495704180316) | > loss_disc_real_3: 0.26053521037101746 (0.21280990253415025) | > loss_disc_real_4: 0.23044198751449585 (0.20301349565648197) | > loss_disc_real_5: 0.19945396482944489 (0.20555456427105687) | > loss_0: 2.3620429039001465 (2.1994691407471376) | > grad_norm_0: tensor(13.2431, device='cuda:0') (tensor(11.3365, device='cuda:0')) | > loss_gen: 2.602302312850952 (2.732452647727832) | > loss_kl: 1.2454220056533813 (1.4865062048560702) | > loss_feat: 7.2594709396362305 (7.351760981375711) | > loss_mel: 21.90291976928711 (21.15867303547107) | > loss_duration: 2.1215660572052 (2.1265785756864046) | > loss_1: 35.131683349609375 (34.85597163752507) | > grad_norm_1: tensor(57.1537, device='cuda:0') (tensor(140.7575, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3679 (0.34507821526443744) | > loader_time: 0.0039 (0.003431460313629686)  --> TIME: 2024-06-10 16:35:39 -- STEP: 139/330 -- GLOBAL_STEP: 100350 | > loss_disc: 2.106509208679199 (2.2138805106389445) | > loss_disc_real_0: 0.08527103066444397 (0.11833346876309073) | > loss_disc_real_1: 0.19135546684265137 (0.20688781120794283) | > loss_disc_real_2: 0.22089634835720062 (0.21269667759644906) | > loss_disc_real_3: 0.19960637390613556 (0.2148813036062735) | > loss_disc_real_4: 0.19960501790046692 (0.20478757679891244) | > loss_disc_real_5: 0.1963169425725937 (0.20632963257727863) | > loss_0: 2.106509208679199 (2.2138805106389445) | > grad_norm_0: tensor(10.5337, device='cuda:0') (tensor(11.9391, device='cuda:0')) | > loss_gen: 2.6510486602783203 (2.7057924853812017) | > loss_kl: 1.3244516849517822 (1.4669575511122785) | > loss_feat: 7.421184539794922 (7.281032250081893) | > loss_mel: 21.017868041992188 (21.117454624862127) | > loss_duration: 2.179065704345703 (2.127628575126044) | > loss_1: 34.5936164855957 (34.698865616064296) | > grad_norm_1: tensor(150.7973, device='cuda:0') (tensor(148.0670, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3608 (0.34804797344070537) | > loader_time: 0.004 (0.003599094829970984)  --> TIME: 2024-06-10 16:35:49 -- STEP: 164/330 -- GLOBAL_STEP: 100375 | > loss_disc: 2.273059606552124 (2.2108845485419764) | > loss_disc_real_0: 0.13583630323410034 (0.11778649378840517) | > loss_disc_real_1: 0.175592839717865 (0.20622049889913419) | > loss_disc_real_2: 0.1785471886396408 (0.21228098714860483) | > loss_disc_real_3: 0.1991487741470337 (0.21408077929078084) | > loss_disc_real_4: 0.2072654366493225 (0.2050494875122861) | > loss_disc_real_5: 0.19384029507637024 (0.20568581043583592) | > loss_0: 2.273059606552124 (2.2108845485419764) | > grad_norm_0: tensor(12.2975, device='cuda:0') (tensor(12.3091, device='cuda:0')) | > loss_gen: 2.7630245685577393 (2.7017330832597706) | > loss_kl: 1.3680089712142944 (1.4630764184928533) | > loss_feat: 7.727565765380859 (7.28352563846402) | > loss_mel: 20.782371520996094 (21.08105731591947) | > loss_duration: 2.2047815322875977 (2.127895247645495) | > loss_1: 34.84574890136719 (34.65728781862959) | > grad_norm_1: tensor(96.7928, device='cuda:0') (tensor(151.1457, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3667 (0.3513408884769533) | > loader_time: 0.0049 (0.0037362968049398284)  --> TIME: 2024-06-10 16:35:58 -- STEP: 189/330 -- GLOBAL_STEP: 100400 | > loss_disc: 2.3453311920166016 (2.2112567771679505) | > loss_disc_real_0: 0.13115257024765015 (0.11759615074547511) | > loss_disc_real_1: 0.28544917702674866 (0.20685238410871495) | > loss_disc_real_2: 0.20372390747070312 (0.21296626195390395) | > loss_disc_real_3: 0.21137011051177979 (0.21452537683582815) | > loss_disc_real_4: 0.2490677684545517 (0.20480468191167034) | > loss_disc_real_5: 0.2291676253080368 (0.20560736189443599) | > loss_0: 2.3453311920166016 (2.2112567771679505) | > grad_norm_0: tensor(8.5705, device='cuda:0') (tensor(12.9201, device='cuda:0')) | > loss_gen: 2.601339101791382 (2.7034437416722548) | > loss_kl: 1.5511763095855713 (1.4585012563321966) | > loss_feat: 6.493962287902832 (7.293855919409051) | > loss_mel: 20.05207633972168 (21.075531359072095) | > loss_duration: 2.192354440689087 (2.1325584555429127) | > loss_1: 32.890907287597656 (34.66389076798051) | > grad_norm_1: tensor(163.0033, device='cuda:0') (tensor(155.8436, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3809 (0.35462602358015755) | > loader_time: 0.0053 (0.003874897326111163)  --> TIME: 2024-06-10 16:36:08 -- STEP: 214/330 -- GLOBAL_STEP: 100425 | > loss_disc: 2.1323437690734863 (2.2075192922743683) | > loss_disc_real_0: 0.08311106264591217 (0.11692737272688161) | > loss_disc_real_1: 0.1792277991771698 (0.20639898419101663) | > loss_disc_real_2: 0.23436424136161804 (0.21287541711163305) | > loss_disc_real_3: 0.22539721429347992 (0.21406230337430388) | > loss_disc_real_4: 0.20930679142475128 (0.2045294670997379) | > loss_disc_real_5: 0.23387210071086884 (0.20599264345157928) | > loss_0: 2.1323437690734863 (2.2075192922743683) | > grad_norm_0: tensor(15.2049, device='cuda:0') (tensor(13.5838, device='cuda:0')) | > loss_gen: 2.6460444927215576 (2.7042510977415293) | > loss_kl: 1.4441701173782349 (1.4558222394123264) | > loss_feat: 7.192413330078125 (7.31808435582669) | > loss_mel: 20.665307998657227 (21.038447388978767) | > loss_duration: 2.2178220748901367 (2.1377737600112625) | > loss_1: 34.16575622558594 (34.65437888207837) | > grad_norm_1: tensor(75.4486, device='cuda:0') (tensor(162.1023, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3987 (0.35909636332609945) | > loader_time: 0.0054 (0.004019233667961906)  --> TIME: 2024-06-10 16:36:19 -- STEP: 239/330 -- GLOBAL_STEP: 100450 | > loss_disc: 2.0952398777008057 (2.203649708915455) | > loss_disc_real_0: 0.09955660998821259 (0.11516045323849722) | > loss_disc_real_1: 0.2163890153169632 (0.20528912606598443) | > loss_disc_real_2: 0.20138652622699738 (0.21306850751822967) | > loss_disc_real_3: 0.24954946339130402 (0.21410498696391056) | > loss_disc_real_4: 0.2234792858362198 (0.20468199889031413) | > loss_disc_real_5: 0.2216089367866516 (0.20560694657359663) | > loss_0: 2.0952398777008057 (2.203649708915455) | > grad_norm_0: tensor(23.4752, device='cuda:0') (tensor(13.8785, device='cuda:0')) | > loss_gen: 2.9131669998168945 (2.7084261802449894) | > loss_kl: 1.541163444519043 (1.4588302972426481) | > loss_feat: 7.1950273513793945 (7.330804154463892) | > loss_mel: 20.958694458007812 (21.012966642818693) | > loss_duration: 2.164267063140869 (2.1444726379346646) | > loss_1: 34.77231979370117 (34.65549991719394) | > grad_norm_1: tensor(211.6178, device='cuda:0') (tensor(172.6767, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.3956 (0.3632717401911524) | > loader_time: 0.0057 (0.0041756859384321264)  --> TIME: 2024-06-10 16:36:29 -- STEP: 264/330 -- GLOBAL_STEP: 100475 | > loss_disc: 2.2309093475341797 (2.1992867196148094) | > loss_disc_real_0: 0.12934960424900055 (0.1146418826767441) | > loss_disc_real_1: 0.24462716281414032 (0.20524679169510351) | > loss_disc_real_2: 0.2041989266872406 (0.2121739920341608) | > loss_disc_real_3: 0.2043411284685135 (0.2136575860733336) | > loss_disc_real_4: 0.1692051887512207 (0.20400188169018788) | > loss_disc_real_5: 0.2105739861726761 (0.20466512949629265) | > loss_0: 2.2309093475341797 (2.1992867196148094) | > grad_norm_0: tensor(29.2840, device='cuda:0') (tensor(15.1966, device='cuda:0')) | > loss_gen: 2.7966811656951904 (2.7127825401046066) | > loss_kl: 1.4383361339569092 (1.4575646957664785) | > loss_feat: 6.860398292541504 (7.365784094189152) | > loss_mel: 19.1947078704834 (20.96783947222161) | > loss_duration: 2.2539525032043457 (2.1503676112854118) | > loss_1: 32.54407501220703 (34.65433848265446) | > grad_norm_1: tensor(260.7310, device='cuda:0') (tensor(183.6918, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.4165 (0.36827106728698267) | > loader_time: 0.0063 (0.004324319687756625)  --> TIME: 2024-06-10 16:36:40 -- STEP: 289/330 -- GLOBAL_STEP: 100500 | > loss_disc: 2.190168857574463 (2.1956582135395193) | > loss_disc_real_0: 0.08427850902080536 (0.11364920794396664) | > loss_disc_real_1: 0.2212342768907547 (0.20484064271912034) | > loss_disc_real_2: 0.21626445651054382 (0.21202784044519843) | > loss_disc_real_3: 0.22004050016403198 (0.21315207360731275) | > loss_disc_real_4: 0.27302074432373047 (0.2036731957770549) | > loss_disc_real_5: 0.2297021597623825 (0.20384489309210266) | > loss_0: 2.190168857574463 (2.1956582135395193) | > grad_norm_0: tensor(22.0077, device='cuda:0') (tensor(16.3440, device='cuda:0')) | > loss_gen: 2.758126735687256 (2.7191063904019797) | > loss_kl: 1.4626266956329346 (1.4560963653775654) | > loss_feat: 7.881408214569092 (7.3992490058951725) | > loss_mel: 20.159610748291016 (20.89717604297255) | > loss_duration: 2.290454864501953 (2.1579572502717013) | > loss_1: 34.55222702026367 (34.62958514071668) | > grad_norm_1: tensor(115.9270, device='cuda:0') (tensor(188.4420, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.4484 (0.37431058669172773) | > loader_time: 0.0064 (0.004495138115536385) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_100500.pth  --> TIME: 2024-06-10 16:36:57 -- STEP: 314/330 -- GLOBAL_STEP: 100525 | > loss_disc: 1.972780466079712 (2.1929385043253564) | > loss_disc_real_0: 0.061815518885850906 (0.11249867250110693) | > loss_disc_real_1: 0.20936593413352966 (0.20492353034057434) | > loss_disc_real_2: 0.20313134789466858 (0.2116305224929646) | > loss_disc_real_3: 0.18214167654514313 (0.2129163513802419) | > loss_disc_real_4: 0.17474491894245148 (0.20391089720710828) | > loss_disc_real_5: 0.19733881950378418 (0.20393018927543785) | > loss_0: 1.972780466079712 (2.1929385043253564) | > grad_norm_0: tensor(23.9464, device='cuda:0') (tensor(16.8396, device='cuda:0')) | > loss_gen: 2.953477144241333 (2.7255477624334348) | > loss_kl: 1.454144835472107 (1.4559982119092514) | > loss_feat: 8.378363609313965 (7.431029310651645) | > loss_mel: 20.646949768066406 (20.84857522757949) | > loss_duration: 2.333418369293213 (2.1693646535751925) | > loss_1: 35.766353607177734 (34.63051523220768) | > grad_norm_1: tensor(332.1846, device='cuda:0') (tensor(194.9097, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.5405 (0.3836647613792663) | > loader_time: 0.0082 (0.0047307652272995885)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9981579780578613 (1.9981579780578613) | > loss_disc_real_0: 0.1233336329460144 (0.1233336329460144) | > loss_disc_real_1: 0.2223072648048401 (0.2223072648048401) | > loss_disc_real_2: 0.21337416768074036 (0.21337416768074036) | > loss_disc_real_3: 0.23831921815872192 (0.23831921815872192) | > loss_disc_real_4: 0.16523517668247223 (0.16523517668247223) | > loss_disc_real_5: 0.17540574073791504 (0.17540574073791504) | > loss_0: 1.9981579780578613 (1.9981579780578613) | > loss_gen: 2.8448286056518555 (2.8448286056518555) | > loss_kl: 1.524685263633728 (1.524685263633728) | > loss_feat: 6.33746337890625 (6.33746337890625) | > loss_mel: 19.330015182495117 (19.330015182495117) | > loss_duration: 2.9312572479248047 (2.9312572479248047) | > loss_1: 32.96824645996094 (32.96824645996094)  --> STEP: 1 | > loss_disc: 2.2118160724639893 (2.2118160724639893) | > loss_disc_real_0: 0.09002645313739777 (0.09002645313739777) | > loss_disc_real_1: 0.2297966629266739 (0.2297966629266739) | > loss_disc_real_2: 0.19361799955368042 (0.19361799955368042) | > loss_disc_real_3: 0.26607546210289 (0.26607546210289) | > loss_disc_real_4: 0.2728482782840729 (0.2728482782840729) | > loss_disc_real_5: 0.23733249306678772 (0.23733249306678772) | > loss_0: 2.2118160724639893 (2.2118160724639893) | > loss_gen: 2.748976707458496 (2.748976707458496) | > loss_kl: 1.859549641609192 (1.859549641609192) | > loss_feat: 6.571671485900879 (6.571671485900879) | > loss_mel: 23.184471130371094 (23.184471130371094) | > loss_duration: 2.358987808227539 (2.358987808227539) | > loss_1: 36.723655700683594 (36.723655700683594)  --> STEP: 2 | > loss_disc: 2.424556255340576 (2.3181861639022827) | > loss_disc_real_0: 0.11587721854448318 (0.10295183584094048) | > loss_disc_real_1: 0.19842417538166046 (0.21411041915416718) | > loss_disc_real_2: 0.27979713678359985 (0.23670756816864014) | > loss_disc_real_3: 0.316872239112854 (0.291473850607872) | > loss_disc_real_4: 0.3013301491737366 (0.2870892137289047) | > loss_disc_real_5: 0.27767136693000793 (0.2575019299983978) | > loss_0: 2.424556255340576 (2.3181861639022827) | > loss_gen: 2.5940017700195312 (2.6714892387390137) | > loss_kl: 1.5490822792053223 (1.704315960407257) | > loss_feat: 5.173187255859375 (5.872429370880127) | > loss_mel: 24.591978073120117 (23.888224601745605) | > loss_duration: 2.430560350418091 (2.394774079322815) | > loss_1: 36.338809967041016 (36.531232833862305)  --> STEP: 3 | > loss_disc: 2.225861072540283 (2.2874111334482827) | > loss_disc_real_0: 0.07417026162147522 (0.09335797776778539) | > loss_disc_real_1: 0.24107959866523743 (0.22310014565785727) | > loss_disc_real_2: 0.2638084590435028 (0.24574119846026102) | > loss_disc_real_3: 0.3398635983467102 (0.30760376652081806) | > loss_disc_real_4: 0.2895612120628357 (0.2879132131735484) | > loss_disc_real_5: 0.3264973759651184 (0.2805004119873047) | > loss_0: 2.225861072540283 (2.2874111334482827) | > loss_gen: 3.340766429901123 (2.8945816357930503) | > loss_kl: 1.3771435022354126 (1.5952584743499756) | > loss_feat: 7.211079120635986 (6.31864595413208) | > loss_mel: 22.73440933227539 (23.5036195119222) | > loss_duration: 2.1952505111694336 (2.328266223271688) | > loss_1: 36.85865020751953 (36.64037195841471)  --> STEP: 4 | > loss_disc: 2.1292977333068848 (2.2478827834129333) | > loss_disc_real_0: 0.1299995481967926 (0.1025183703750372) | > loss_disc_real_1: 0.29598578810691833 (0.24132155627012253) | > loss_disc_real_2: 0.2954023778438568 (0.25815649330616) | > loss_disc_real_3: 0.3118326961994171 (0.30866099894046783) | > loss_disc_real_4: 0.2693808078765869 (0.283280111849308) | > loss_disc_real_5: 0.22080375254154205 (0.26557624712586403) | > loss_0: 2.1292977333068848 (2.2478827834129333) | > loss_gen: 3.428864002227783 (3.0281522274017334) | > loss_kl: 0.9398784041404724 (1.4314134567975998) | > loss_feat: 7.802559852600098 (6.6896244287490845) | > loss_mel: 22.025981903076172 (23.134210109710693) | > loss_duration: 2.31575870513916 (2.325139343738556) | > loss_1: 36.51304244995117 (36.60853958129883)  --> STEP: 5 | > loss_disc: 2.1446075439453125 (2.227227735519409) | > loss_disc_real_0: 0.13438643515110016 (0.10889198333024978) | > loss_disc_real_1: 0.33267444372177124 (0.25959213376045226) | > loss_disc_real_2: 0.33579787611961365 (0.2736847698688507) | > loss_disc_real_3: 0.2820672392845154 (0.30334224700927737) | > loss_disc_real_4: 0.20300860702991486 (0.2672258108854294) | > loss_disc_real_5: 0.31083452701568604 (0.27462790310382845) | > loss_0: 2.1446075439453125 (2.227227735519409) | > loss_gen: 3.503648281097412 (3.123251438140869) | > loss_kl: 1.3037892580032349 (1.4058886170387268) | > loss_feat: 6.422290802001953 (6.636157703399658) | > loss_mel: 21.98041343688965 (22.903450775146485) | > loss_duration: 2.386017322540283 (2.3373149394989015) | > loss_1: 35.59615707397461 (36.406063079833984)  --> STEP: 6 | > loss_disc: 2.2933688163757324 (2.238251248995463) | > loss_disc_real_0: 0.12023771554231644 (0.11078293869892757) | > loss_disc_real_1: 0.18815501034259796 (0.24768594652414322) | > loss_disc_real_2: 0.30288124084472656 (0.27855084836483) | > loss_disc_real_3: 0.36440473794937134 (0.31351932883262634) | > loss_disc_real_4: 0.3329949378967285 (0.2781873320539792) | > loss_disc_real_5: 0.2762663960456848 (0.2749009852608045) | > loss_0: 2.2933688163757324 (2.238251248995463) | > loss_gen: 3.213799476623535 (3.13834277788798) | > loss_kl: 1.0723682641983032 (1.3503018915653229) | > loss_feat: 6.987989902496338 (6.6947964032491045) | > loss_mel: 23.174774169921875 (22.948671340942383) | > loss_duration: 2.166628360748291 (2.3088671763738) | > loss_1: 36.615562438964844 (36.440979639689125)  --> STEP: 7 | > loss_disc: 2.23889422416687 (2.2383431025913785) | > loss_disc_real_0: 0.08807016909122467 (0.10753825732639857) | > loss_disc_real_1: 0.272312194108963 (0.2512039818934032) | > loss_disc_real_2: 0.27834194898605347 (0.2785210055964334) | > loss_disc_real_3: 0.2431773692369461 (0.3034704774618149) | > loss_disc_real_4: 0.2511124610900879 (0.2743194933448519) | > loss_disc_real_5: 0.23835492134094238 (0.2696801189865385) | > loss_0: 2.23889422416687 (2.2383431025913785) | > loss_gen: 2.7850756645202637 (3.0878760474068776) | > loss_kl: 1.8793878555297852 (1.425885600703103) | > loss_feat: 6.3157453536987305 (6.640646253313337) | > loss_mel: 21.01729965209961 (22.67276109967913) | > loss_duration: 2.362098217010498 (2.316471610750471) | > loss_1: 34.3596076965332 (36.14364079066685)  --> STEP: 8 | > loss_disc: 2.0900604724884033 (2.2198077738285065) | > loss_disc_real_0: 0.05830187723040581 (0.10138370981439948) | > loss_disc_real_1: 0.2553306221961975 (0.2517198119312525) | > loss_disc_real_2: 0.29771101474761963 (0.28091975674033165) | > loss_disc_real_3: 0.2606506049633026 (0.29811799339950085) | > loss_disc_real_4: 0.257575660943985 (0.27222651429474354) | > loss_disc_real_5: 0.24695365130901337 (0.26683931052684784) | > loss_0: 2.0900604724884033 (2.2198077738285065) | > loss_gen: 3.1781625747680664 (3.0991618633270264) | > loss_kl: 2.1838138103485107 (1.5206266269087791) | > loss_feat: 8.562106132507324 (6.8808287382125854) | > loss_mel: 23.700468063354492 (22.80122447013855) | > loss_duration: 2.2382049560546875 (2.306688278913498) | > loss_1: 39.862754821777344 (36.608530044555664)  --> STEP: 9 | > loss_disc: 2.4453353881835938 (2.2448663976457386) | > loss_disc_real_0: 0.17196351289749146 (0.10922591015696526) | > loss_disc_real_1: 0.2559623420238495 (0.2521912041637633) | > loss_disc_real_2: 0.3303338587284088 (0.28641021251678467) | > loss_disc_real_3: 0.27348074316978455 (0.2953805211517546) | > loss_disc_real_4: 0.21899542212486267 (0.2663119484980901) | > loss_disc_real_5: 0.2878434956073761 (0.26917310886912876) | > loss_0: 2.4453353881835938 (2.2448663976457386) | > loss_gen: 2.748250722885132 (3.0601717366112604) | > loss_kl: 1.320268988609314 (1.4983646670977275) | > loss_feat: 7.701003551483154 (6.971959273020427) | > loss_mel: 21.34478759765625 (22.63939815097385) | > loss_duration: 2.1163015365600586 (2.2855341964297824) | > loss_1: 35.230613708496094 (36.455428229437935)  --> STEP: 10 | > loss_disc: 2.087733745574951 (2.2291531324386598) | > loss_disc_real_0: 0.09678113460540771 (0.10798143260180951) | > loss_disc_real_1: 0.19507744908332825 (0.24647982865571977) | > loss_disc_real_2: 0.271766722202301 (0.2849458634853363) | > loss_disc_real_3: 0.3276200294494629 (0.2986044719815254) | > loss_disc_real_4: 0.29707008600234985 (0.26938776224851607) | > loss_disc_real_5: 0.2520591914653778 (0.26746171712875366) | > loss_0: 2.087733745574951 (2.2291531324386598) | > loss_gen: 3.3821287155151367 (3.092367434501648) | > loss_kl: 1.6125195026397705 (1.5097801506519317) | > loss_feat: 7.938404083251953 (7.068603754043579) | > loss_mel: 21.321678161621094 (22.507626152038576) | > loss_duration: 2.285701274871826 (2.285550904273987) | > loss_1: 36.54043197631836 (36.463928604125975)  --> STEP: 11 | > loss_disc: 2.395916700363159 (2.244313456795432) | > loss_disc_real_0: 0.11651645600795746 (0.10875734382055023) | > loss_disc_real_1: 0.2714037001132965 (0.2487456351518631) | > loss_disc_real_2: 0.3630940318107605 (0.29205024242401123) | > loss_disc_real_3: 0.24276471138000488 (0.2935281301086599) | > loss_disc_real_4: 0.31733715534210205 (0.27374679798429663) | > loss_disc_real_5: 0.31413722038269043 (0.2717049446972934) | > loss_0: 2.395916700363159 (2.244313456795432) | > loss_gen: 2.916982650756836 (3.0764233632521196) | > loss_kl: 2.1615114212036133 (1.569028447974812) | > loss_feat: 5.4718828201293945 (6.923447305505926) | > loss_mel: 17.40475845336914 (22.043729088523172) | > loss_duration: 2.436697244644165 (2.299291480671276) | > loss_1: 30.39183235168457 (35.91191985390403)  --> STEP: 12 | > loss_disc: 2.5378379821777344 (2.268773833910624) | > loss_disc_real_0: 0.06279516965150833 (0.10492716263979673) | > loss_disc_real_1: 0.24207882583141327 (0.24819006770849228) | > loss_disc_real_2: 0.4318022131919861 (0.30369623998800915) | > loss_disc_real_3: 0.42878448963165283 (0.30479949340224266) | > loss_disc_real_4: 0.2574164569377899 (0.27238593623042107) | > loss_disc_real_5: 0.27534711360931396 (0.2720084587732951) | > loss_0: 2.5378379821777344 (2.268773833910624) | > loss_gen: 2.8413174152374268 (3.056831200917562) | > loss_kl: 1.9675754308700562 (1.6022406965494156) | > loss_feat: 6.726644039154053 (6.9070470333099365) | > loss_mel: 21.594602584838867 (22.006301879882812) | > loss_duration: 2.2022571563720703 (2.2912052869796753) | > loss_1: 35.3323974609375 (35.86362632115682)  --> STEP: 13 | > loss_disc: 2.6145172119140625 (2.295369478372427) | > loss_disc_real_0: 0.1380508989095688 (0.10747514235285613) | > loss_disc_real_1: 0.31705737113952637 (0.2534875525878026) | > loss_disc_real_2: 0.3152233958244324 (0.3045829442831186) | > loss_disc_real_3: 0.43140915036201477 (0.3145386977837636) | > loss_disc_real_4: 0.34371650218963623 (0.2778729028426684) | > loss_disc_real_5: 0.36190667748451233 (0.27892370636646563) | > loss_0: 2.6145172119140625 (2.295369478372427) | > loss_gen: 3.126420497894287 (3.0621842237619252) | > loss_kl: 1.7614688873291016 (1.6144890189170837) | > loss_feat: 5.626522541046143 (6.808545149289644) | > loss_mel: 19.8629207611084 (21.84142640920786) | > loss_duration: 2.1012215614318848 (2.2765911542452297) | > loss_1: 32.478553771972656 (35.60323612506573)  --> STEP: 14 | > loss_disc: 1.986781358718872 (2.2733274698257446) | > loss_disc_real_0: 0.09560973942279816 (0.1066276135721377) | > loss_disc_real_1: 0.2041870653629303 (0.24996608921459743) | > loss_disc_real_2: 0.34765684604644775 (0.3076596515519278) | > loss_disc_real_3: 0.2508612275123596 (0.3099903070500919) | > loss_disc_real_4: 0.2873317003250122 (0.27854853123426443) | > loss_disc_real_5: 0.23221638798713684 (0.2755874693393707) | > loss_0: 1.986781358718872 (2.2733274698257446) | > loss_gen: 3.735983371734619 (3.1103127343314037) | > loss_kl: 2.2481625080108643 (1.659751410995211) | > loss_feat: 9.72681999206543 (7.016993352345058) | > loss_mel: 24.343229293823242 (22.020126615251815) | > loss_duration: 2.3732712268829346 (2.2834968737193515) | > loss_1: 42.427467346191406 (36.09068121228899)  --> STEP: 15 | > loss_disc: 2.2226996421813965 (2.2699522813161215) | > loss_disc_real_0: 0.1571066975593567 (0.10999288583795229) | > loss_disc_real_1: 0.2566271424293518 (0.25041015942891437) | > loss_disc_real_2: 0.23972667753696442 (0.30313078661759696) | > loss_disc_real_3: 0.2827626168727875 (0.30817512770493827) | > loss_disc_real_4: 0.26392945647239685 (0.27757392625013994) | > loss_disc_real_5: 0.20420758426189423 (0.27082881033420564) | > loss_0: 2.2226996421813965 (2.2699522813161215) | > loss_gen: 2.8535633087158203 (3.0931961059570314) | > loss_kl: 1.6497853994369507 (1.6590870102246602) | > loss_feat: 7.648322582244873 (7.0590819676717125) | > loss_mel: 20.9169864654541 (21.946583938598632) | > loss_duration: 2.314155340194702 (2.285540771484375) | > loss_1: 35.3828125 (36.04348996480306)  --> STEP: 16 | > loss_disc: 2.15325927734375 (2.262658968567848) | > loss_disc_real_0: 0.08271510899066925 (0.1082880247849971) | > loss_disc_real_1: 0.27866673469543457 (0.2521761953830719) | > loss_disc_real_2: 0.3169127106666565 (0.30399215687066317) | > loss_disc_real_3: 0.23556844890117645 (0.30363721027970314) | > loss_disc_real_4: 0.29506275057792664 (0.2786669777706266) | > loss_disc_real_5: 0.1879410743713379 (0.2656483268365264) | > loss_0: 2.15325927734375 (2.262658968567848) | > loss_gen: 2.8886353969573975 (3.080411061644554) | > loss_kl: 1.5835973024368286 (1.6543689034879208) | > loss_feat: 7.5811262130737305 (7.091709733009338) | > loss_mel: 19.525863647460938 (21.795288920402527) | > loss_duration: 2.414266586303711 (2.2935861349105835) | > loss_1: 33.99348831176758 (35.91536486148834)  --> STEP: 17 | > loss_disc: 2.0906004905700684 (2.2525378816268025) | > loss_disc_real_0: 0.10224439203739166 (0.10793251697631444) | > loss_disc_real_1: 0.2717982232570648 (0.25333043231683616) | > loss_disc_real_2: 0.3243865370750427 (0.3051918262944502) | > loss_disc_real_3: 0.26240262389183044 (0.3012116463745342) | > loss_disc_real_4: 0.23086874186992645 (0.2758553168352913) | > loss_disc_real_5: 0.25546541810035706 (0.265049332204987) | > loss_0: 2.0906004905700684 (2.2525378816268025) | > loss_gen: 3.311509132385254 (3.0940050658057716) | > loss_kl: 1.0210130214691162 (1.6171126751338734) | > loss_feat: 6.9901509284973145 (7.085735685685101) | > loss_mel: 19.641000747680664 (21.668566086713007) | > loss_duration: 2.330669403076172 (2.295767503626206) | > loss_1: 33.294342041015625 (35.76118704851936)  --> STEP: 18 | > loss_disc: 1.8879454135894775 (2.2322827445136175) | > loss_disc_real_0: 0.05715450644493103 (0.10511151639123757) | > loss_disc_real_1: 0.15801219642162323 (0.24803497476710212) | > loss_disc_real_2: 0.1855781227350235 (0.2985466205411487) | > loss_disc_real_3: 0.2700015604496002 (0.2994777527120378) | > loss_disc_real_4: 0.2546750009059906 (0.2746786326169968) | > loss_disc_real_5: 0.22391028702259064 (0.2627638296948539) | > loss_0: 1.8879454135894775 (2.2322827445136175) | > loss_gen: 3.1070775985717773 (3.0947313176261053) | > loss_kl: 1.5128167867660522 (1.6113184591134389) | > loss_feat: 9.326844215393066 (7.210241715113322) | > loss_mel: 24.569095611572266 (21.829706615871853) | > loss_duration: 2.1971681118011475 (2.2902897596359253) | > loss_1: 40.7130012512207 (36.03628783755832)  --> STEP: 19 | > loss_disc: 2.513676643371582 (2.2470929497166683) | > loss_disc_real_0: 0.1683528870344162 (0.10844000958298382) | > loss_disc_real_1: 0.2347768247127533 (0.24733717739582062) | > loss_disc_real_2: 0.2934744358062744 (0.2982796634498395) | > loss_disc_real_3: 0.32453998923301697 (0.3007968177920894) | > loss_disc_real_4: 0.25231218338012695 (0.27350145107821416) | > loss_disc_real_5: 0.21428866684436798 (0.260212505334302) | > loss_0: 2.513676643371582 (2.2470929497166683) | > loss_gen: 2.7595791816711426 (3.0770917315232125) | > loss_kl: 1.3500210046768188 (1.5975659615115116) | > loss_feat: 6.8568010330200195 (7.191639573950517) | > loss_mel: 20.194082260131836 (21.743621123464482) | > loss_duration: 2.340289354324341 (2.292921317251105) | > loss_1: 33.50077438354492 (35.9028397610313)  --> STEP: 20 | > loss_disc: 2.4568662643432617 (2.257581615447998) | > loss_disc_real_0: 0.06540073454380035 (0.10628804583102465) | > loss_disc_real_1: 0.25018370151519775 (0.24747950360178947) | > loss_disc_real_2: 0.2498088777065277 (0.29585612416267393) | > loss_disc_real_3: 0.3835224509239197 (0.3049330994486809) | > loss_disc_real_4: 0.37532174587249756 (0.2785924658179283) | > loss_disc_real_5: 0.3209616541862488 (0.2632499627768993) | > loss_0: 2.4568662643432617 (2.257581615447998) | > loss_gen: 2.952601909637451 (3.0708672404289246) | > loss_kl: 1.6415674686431885 (1.5997660368680955) | > loss_feat: 5.457133769989014 (7.104914283752441) | > loss_mel: 19.73259925842285 (21.6430700302124) | > loss_duration: 2.355158805847168 (2.296033191680908) | > loss_1: 32.139060974121094 (35.714650821685794)  --> STEP: 21 | > loss_disc: 2.4887824058532715 (2.2685911768958684) | > loss_disc_real_0: 0.1080264300107956 (0.10637082603006136) | > loss_disc_real_1: 0.20388783514499664 (0.24540370986575172) | > loss_disc_real_2: 0.2670374810695648 (0.29448380782490685) | > loss_disc_real_3: 0.32728010416030884 (0.305997242530187) | > loss_disc_real_4: 0.3385181427001953 (0.28144606947898865) | > loss_disc_real_5: 0.35502928495407104 (0.267620406690098) | > loss_0: 2.4887824058532715 (2.2685911768958684) | > loss_gen: 2.804539442062378 (3.058184964316232) | > loss_kl: 1.236087679862976 (1.5824480198678517) | > loss_feat: 6.160406112670898 (7.05993770417713) | > loss_mel: 21.958200454711914 (21.65807624090285) | > loss_duration: 2.173675537109375 (2.290206636701311) | > loss_1: 34.332908630371094 (35.64885357448033)  --> STEP: 22 | > loss_disc: 1.9195910692214966 (2.2527275356379426) | > loss_disc_real_0: 0.06760942935943604 (0.10460894436321476) | > loss_disc_real_1: 0.25701281428337097 (0.24593139643018896) | > loss_disc_real_2: 0.3384256064891815 (0.2964811623096466) | > loss_disc_real_3: 0.2463650405406952 (0.303286687894301) | > loss_disc_real_4: 0.15705057978630066 (0.2757917290384119) | > loss_disc_real_5: 0.18091365694999695 (0.26367919079282065) | > loss_0: 1.9195910692214966 (2.2527275356379426) | > loss_gen: 3.238288164138794 (3.0663714733990757) | > loss_kl: 1.5261482000350952 (1.5798889371481808) | > loss_feat: 9.324850082397461 (7.162888266823509) | > loss_mel: 22.083913803100586 (21.67743249373002) | > loss_duration: 2.2029573917388916 (2.286240761930292) | > loss_1: 38.37615966796875 (35.772822033275254)  --> STEP: 23 | > loss_disc: 2.4168901443481445 (2.259865040364473) | > loss_disc_real_0: 0.10908821225166321 (0.10480369514097339) | > loss_disc_real_1: 0.4211506247520447 (0.2535496237485305) | > loss_disc_real_2: 0.3191664516925812 (0.2974674792393394) | > loss_disc_real_3: 0.40984219312667847 (0.3079195359478826) | > loss_disc_real_4: 0.25004255771636963 (0.274672199850497) | > loss_disc_real_5: 0.26600033044815063 (0.2637801099082698) | > loss_0: 2.4168901443481445 (2.259865040364473) | > loss_gen: 3.2355213165283203 (3.073725814404695) | > loss_kl: 1.842034101486206 (1.5912865529889646) | > loss_feat: 7.241764068603516 (7.166317649509596) | > loss_mel: 18.719179153442383 (21.54881278328273) | > loss_duration: 2.31182599067688 (2.2873531631801436) | > loss_1: 33.35032653808594 (35.66749614218006)  --> STEP: 24 | > loss_disc: 2.4152519702911377 (2.2663394957780842) | > loss_disc_real_0: 0.13545013964176178 (0.10608063032850623) | > loss_disc_real_1: 0.25728002190589905 (0.25370505700508755) | > loss_disc_real_2: 0.3527393937110901 (0.29977047567566234) | > loss_disc_real_3: 0.4009201228618622 (0.31179456040263176) | > loss_disc_real_4: 0.4008479714393616 (0.2799295236666997) | > loss_disc_real_5: 0.32909995317459106 (0.2665017700443665) | > loss_0: 2.4152519702911377 (2.2663394957780842) | > loss_gen: 3.617414712905884 (3.096379518508911) | > loss_kl: 1.553027629852295 (1.5896924311916034) | > loss_feat: 7.223489284515381 (7.16869980096817) | > loss_mel: 20.829330444335938 (21.518834352493283) | > loss_duration: 2.418445110321045 (2.2928153276443477) | > loss_1: 35.64170837402344 (35.6664216518402)  --> STEP: 25 | > loss_disc: 1.852537751197815 (2.2497874259948736) | > loss_disc_real_0: 0.08129426836967468 (0.10508917585015297) | > loss_disc_real_1: 0.20074789226055145 (0.2515867704153061) | > loss_disc_real_2: 0.26171281933784485 (0.29824816942214966) | > loss_disc_real_3: 0.2652670443058014 (0.3099334597587585) | > loss_disc_real_4: 0.24732965230941772 (0.27862552881240843) | > loss_disc_real_5: 0.18571284413337708 (0.2632702130079269) | > loss_0: 1.852537751197815 (2.2497874259948736) | > loss_gen: 3.299187183380127 (3.10449182510376) | > loss_kl: 1.3236665725708008 (1.5790513968467712) | > loss_feat: 9.650334358215332 (7.267965183258057) | > loss_mel: 20.615137100219727 (21.482686462402338) | > loss_duration: 2.335354804992676 (2.2945169067382807) | > loss_1: 37.22367858886719 (35.72871192932128)  --> STEP: 26 | > loss_disc: 2.5328714847564697 (2.260675274408781) | > loss_disc_real_0: 0.17059624195098877 (0.1076086783924928) | > loss_disc_real_1: 0.22130714356899261 (0.2504221693827556) | > loss_disc_real_2: 0.17488916218280792 (0.2935035922206365) | > loss_disc_real_3: 0.24715204536914825 (0.30751878997454274) | > loss_disc_real_4: 0.16559533774852753 (0.27427821377149) | > loss_disc_real_5: 0.2847520411014557 (0.26409643716537035) | > loss_0: 2.5328714847564697 (2.260675274408781) | > loss_gen: 1.9735713005065918 (3.0609948818500223) | > loss_kl: 1.7256253957748413 (1.5846888583440046) | > loss_feat: 6.893094539642334 (7.253547081580529) | > loss_mel: 11.540605545043945 (21.10029873481163) | > loss_duration: 2.341829299926758 (2.296336614168607) | > loss_1: 24.4747257232666 (35.29586630601148) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022382002610426685 (-2.540991856501626e-05) | > avg_loss_disc: 2.260675274408781 (+0.012435541703150754) | > avg_loss_disc_real_0: 0.1076086783924928 (-0.0067702321192393) | > avg_loss_disc_real_1: 0.2504221693827556 (-0.03414727059694439) | > avg_loss_disc_real_2: 0.2935035922206365 (-0.03152118508632362) | > avg_loss_disc_real_3: 0.30751878997454274 (+0.010898564297419255) | > avg_loss_disc_real_4: 0.27427821377149 (+0.014474903161709074) | > avg_loss_disc_real_5: 0.26409643716537035 (-0.03576050354884219) | > avg_loss_0: 2.260675274408781 (+0.012435541703150754) | > avg_loss_gen: 3.0609948818500223 (-0.3157580265632043) | > avg_loss_kl: 1.5846888583440046 (-0.14957691385195804) | > avg_loss_feat: 7.253547081580529 (-0.36251798042884165) | > avg_loss_mel: 21.10029873481163 (-0.8967093687791134) | > avg_loss_duration: 2.296336614168607 (+0.02359525056985623) | > avg_loss_1: 35.29586630601148 (-1.7009672018198003)  > EPOCH: 38/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:37:25)   --> TIME: 2024-06-10 16:37:29 -- STEP: 9/330 -- GLOBAL_STEP: 100550 | > loss_disc: 2.25740385055542 (2.2892568906148276) | > loss_disc_real_0: 0.11223268508911133 (0.11685517678658168) | > loss_disc_real_1: 0.2400110810995102 (0.19200118713908726) | > loss_disc_real_2: 0.22557884454727173 (0.2195205589135488) | > loss_disc_real_3: 0.25635403394699097 (0.23471935755676693) | > loss_disc_real_4: 0.19497264921665192 (0.22942328287495506) | > loss_disc_real_5: 0.21527674794197083 (0.22467194663153756) | > loss_0: 2.25740385055542 (2.2892568906148276) | > grad_norm_0: tensor(9.0787, device='cuda:0') (tensor(19.3757, device='cuda:0')) | > loss_gen: 2.6630208492279053 (2.544089025921292) | > loss_kl: 1.398807406425476 (1.5059257348378499) | > loss_feat: 6.380471229553223 (6.313896126217312) | > loss_mel: 21.435781478881836 (21.044741948445637) | > loss_duration: 2.264888048171997 (2.361036009258694) | > loss_1: 34.14297103881836 (33.76968850029839) | > grad_norm_1: tensor(169.8703, device='cuda:0') (tensor(167.5348, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3481 (0.3383293151855469) | > loader_time: 0.0026 (0.0028604931301540798)  --> TIME: 2024-06-10 16:37:38 -- STEP: 34/330 -- GLOBAL_STEP: 100575 | > loss_disc: 2.258803129196167 (2.2409541466656853) | > loss_disc_real_0: 0.09313960373401642 (0.11707906622220488) | > loss_disc_real_1: 0.1698596179485321 (0.2000503421706312) | > loss_disc_real_2: 0.20911629498004913 (0.21170102629591436) | > loss_disc_real_3: 0.20062677562236786 (0.2210262036498855) | > loss_disc_real_4: 0.19683748483657837 (0.21418964205419316) | > loss_disc_real_5: 0.201437845826149 (0.21203168700723088) | > loss_0: 2.258803129196167 (2.2409541466656853) | > grad_norm_0: tensor(7.9697, device='cuda:0') (tensor(13.4348, device='cuda:0')) | > loss_gen: 2.6497232913970947 (2.6335077145520374) | > loss_kl: 1.2927227020263672 (1.4613721931681913) | > loss_feat: 7.628333568572998 (6.979100900537827) | > loss_mel: 21.2766170501709 (20.97339315975413) | > loss_duration: 2.1766700744628906 (2.1990360722822304) | > loss_1: 35.02406692504883 (34.2464101454791) | > grad_norm_1: tensor(81.9800, device='cuda:0') (tensor(154.2285, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3538 (0.34030628204345703) | > loader_time: 0.0031 (0.003064443083370433)  --> TIME: 2024-06-10 16:37:46 -- STEP: 59/330 -- GLOBAL_STEP: 100600 | > loss_disc: 2.1795029640197754 (2.1740603871264703) | > loss_disc_real_0: 0.13493980467319489 (0.11581579747341447) | > loss_disc_real_1: 0.17709708213806152 (0.19893806364576697) | > loss_disc_real_2: 0.26051828265190125 (0.20967170646635153) | > loss_disc_real_3: 0.22031348943710327 (0.21275715125819383) | > loss_disc_real_4: 0.1961103081703186 (0.20424174858351885) | > loss_disc_real_5: 0.21661463379859924 (0.20202167508965832) | > loss_0: 2.1795029640197754 (2.1740603871264703) | > grad_norm_0: tensor(16.7859, device='cuda:0') (tensor(13.0109, device='cuda:0')) | > loss_gen: 2.9532527923583984 (2.739402496208579) | > loss_kl: 1.4450117349624634 (1.451013431710712) | > loss_feat: 7.660618305206299 (7.338809029530671) | > loss_mel: 21.127727508544922 (21.075034804263357) | > loss_duration: 2.070737600326538 (2.155125201758693) | > loss_1: 35.25734329223633 (34.759384801832304) | > grad_norm_1: tensor(219.7093, device='cuda:0') (tensor(149.4567, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3468 (0.34428512443930415) | > loader_time: 0.0033 (0.003245086993201304)  --> TIME: 2024-06-10 16:37:55 -- STEP: 84/330 -- GLOBAL_STEP: 100625 | > loss_disc: 2.19336199760437 (2.199089710201536) | > loss_disc_real_0: 0.10642284154891968 (0.11644359465156283) | > loss_disc_real_1: 0.22978326678276062 (0.20309059907283103) | > loss_disc_real_2: 0.210715189576149 (0.2115711763146378) | > loss_disc_real_3: 0.20340457558631897 (0.2149328619596504) | > loss_disc_real_4: 0.17525452375411987 (0.20767182821319216) | > loss_disc_real_5: 0.16438297927379608 (0.20560811353581293) | > loss_0: 2.19336199760437 (2.199089710201536) | > grad_norm_0: tensor(10.4498, device='cuda:0') (tensor(12.0419, device='cuda:0')) | > loss_gen: 2.6074347496032715 (2.7102569256510054) | > loss_kl: 1.489357590675354 (1.4459740349224635) | > loss_feat: 7.164183616638184 (7.289503159977141) | > loss_mel: 21.45418357849121 (21.15447014854068) | > loss_duration: 2.162930965423584 (2.1360828025000442) | > loss_1: 34.878089904785156 (34.736286889939095) | > grad_norm_1: tensor(190.3377, device='cuda:0') (tensor(141.8540, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3342 (0.34429694073540823) | > loader_time: 0.0036 (0.003319036392938523)  --> TIME: 2024-06-10 16:38:04 -- STEP: 109/330 -- GLOBAL_STEP: 100650 | > loss_disc: 2.2904927730560303 (2.197439297623591) | > loss_disc_real_0: 0.1576782763004303 (0.11541570716221398) | > loss_disc_real_1: 0.2673746347427368 (0.20391015387182937) | > loss_disc_real_2: 0.21863074600696564 (0.2113717672748303) | > loss_disc_real_3: 0.2205733060836792 (0.21462926323260736) | > loss_disc_real_4: 0.23256275057792664 (0.2063947298111172) | > loss_disc_real_5: 0.2421531081199646 (0.20593212162135938) | > loss_0: 2.2904927730560303 (2.197439297623591) | > grad_norm_0: tensor(7.8094, device='cuda:0') (tensor(12.4792, device='cuda:0')) | > loss_gen: 2.7640202045440674 (2.710886889641439) | > loss_kl: 1.2845529317855835 (1.4425280498802113) | > loss_feat: 7.469123840332031 (7.315289527998058) | > loss_mel: 20.513076782226562 (21.089757604336523) | > loss_duration: 2.052215099334717 (2.130053760808543) | > loss_1: 34.08298873901367 (34.68851565439768) | > grad_norm_1: tensor(117.7530, device='cuda:0') (tensor(159.9423, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3512 (0.3444264219441545) | > loader_time: 0.004 (0.003398875577734151)  --> TIME: 2024-06-10 16:38:13 -- STEP: 134/330 -- GLOBAL_STEP: 100675 | > loss_disc: 2.0762035846710205 (2.193606501194968) | > loss_disc_real_0: 0.1043899804353714 (0.1142963370058074) | > loss_disc_real_1: 0.2020159512758255 (0.20378633983322045) | > loss_disc_real_2: 0.17035908997058868 (0.2122200422767383) | > loss_disc_real_3: 0.1605900377035141 (0.21407784054528423) | > loss_disc_real_4: 0.14829827845096588 (0.20578554417215175) | > loss_disc_real_5: 0.1375247985124588 (0.20528557963335692) | > loss_0: 2.0762035846710205 (2.193606501194968) | > grad_norm_0: tensor(4.4449, device='cuda:0') (tensor(12.2914, device='cuda:0')) | > loss_gen: 2.716855049133301 (2.7056155329319975) | > loss_kl: 1.2380812168121338 (1.4389688337027136) | > loss_feat: 8.505009651184082 (7.315858189739398) | > loss_mel: 20.8975830078125 (21.055756198826124) | > loss_duration: 2.1204237937927246 (2.1282099948000557) | > loss_1: 35.47795104980469 (34.64440852492604) | > grad_norm_1: tensor(204.3326, device='cuda:0') (tensor(158.1673, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3629 (0.3487296228978171) | > loader_time: 0.0035 (0.0034804041705914397)  --> TIME: 2024-06-10 16:38:23 -- STEP: 159/330 -- GLOBAL_STEP: 100700 | > loss_disc: 2.184760332107544 (2.1964080633607304) | > loss_disc_real_0: 0.09544096142053604 (0.1149083471054551) | > loss_disc_real_1: 0.20590828359127045 (0.20350430460658464) | > loss_disc_real_2: 0.18922723829746246 (0.2112847166428776) | > loss_disc_real_3: 0.22973161935806274 (0.21513913778014154) | > loss_disc_real_4: 0.23326249420642853 (0.20658083147597772) | > loss_disc_real_5: 0.21237896382808685 (0.20611036254924803) | > loss_0: 2.184760332107544 (2.1964080633607304) | > grad_norm_0: tensor(10.2349, device='cuda:0') (tensor(13.1264, device='cuda:0')) | > loss_gen: 2.981008529663086 (2.7098331121528685) | > loss_kl: 1.3806504011154175 (1.4340791702270503) | > loss_feat: 7.197144985198975 (7.325598791710235) | > loss_mel: 20.1949520111084 (21.03297675030786) | > loss_duration: 2.0962839126586914 (2.1276281944610793) | > loss_1: 33.850040435791016 (34.63011589290211) | > grad_norm_1: tensor(256.1436, device='cuda:0') (tensor(169.9151, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3557 (0.3518377310075099) | > loader_time: 0.0037 (0.003540751319261467)  --> TIME: 2024-06-10 16:38:32 -- STEP: 184/330 -- GLOBAL_STEP: 100725 | > loss_disc: 2.394284248352051 (2.200811862945558) | > loss_disc_real_0: 0.1408798098564148 (0.11484784106521503) | > loss_disc_real_1: 0.24939385056495667 (0.2053216917278326) | > loss_disc_real_2: 0.21685253083705902 (0.2119150307515393) | > loss_disc_real_3: 0.2544727921485901 (0.21489081215923247) | > loss_disc_real_4: 0.23092283308506012 (0.20670092486492972) | > loss_disc_real_5: 0.240191251039505 (0.20669096538230133) | > loss_0: 2.394284248352051 (2.200811862945558) | > grad_norm_0: tensor(26.3005, device='cuda:0') (tensor(13.9688, device='cuda:0')) | > loss_gen: 2.561904191970825 (2.7153500409229956) | > loss_kl: 1.345776081085205 (1.4390695360691645) | > loss_feat: 7.154117107391357 (7.352136440899061) | > loss_mel: 20.265165328979492 (21.012093098267272) | > loss_duration: 2.136624336242676 (2.1314241575158177) | > loss_1: 33.46358871459961 (34.650073175844916) | > grad_norm_1: tensor(298.8830, device='cuda:0') (tensor(178.0276, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3823 (0.355580239192299) | > loader_time: 0.004 (0.003622827322586723)  --> TIME: 2024-06-10 16:38:42 -- STEP: 209/330 -- GLOBAL_STEP: 100750 | > loss_disc: 2.1525068283081055 (2.196564756512073) | > loss_disc_real_0: 0.07913888990879059 (0.11421921845685923) | > loss_disc_real_1: 0.17319852113723755 (0.20451846415774103) | > loss_disc_real_2: 0.1930781453847885 (0.21143288981686367) | > loss_disc_real_3: 0.23233351111412048 (0.21444382001623583) | > loss_disc_real_4: 0.20157547295093536 (0.20579319008799837) | > loss_disc_real_5: 0.20164434611797333 (0.20580427690841369) | > loss_0: 2.1525068283081055 (2.196564756512073) | > grad_norm_0: tensor(10.1032, device='cuda:0') (tensor(15.4419, device='cuda:0')) | > loss_gen: 2.846808910369873 (2.728209852601924) | > loss_kl: 1.3952929973602295 (1.4391780144860293) | > loss_feat: 7.375140190124512 (7.418931194469689) | > loss_mel: 19.839052200317383 (21.023219213531355) | > loss_duration: 2.1940534114837646 (2.1364915587685336) | > loss_1: 33.65034866333008 (34.74602983100563) | > grad_norm_1: tensor(286.9976, device='cuda:0') (tensor(185.9115, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3938 (0.35923758990456595) | > loader_time: 0.0052 (0.0037246674441834956)  --> TIME: 2024-06-10 16:38:52 -- STEP: 234/330 -- GLOBAL_STEP: 100775 | > loss_disc: 2.2356343269348145 (2.197098503764879) | > loss_disc_real_0: 0.1619504690170288 (0.11517253062791294) | > loss_disc_real_1: 0.2034483253955841 (0.20434766132225338) | > loss_disc_real_2: 0.17682835459709167 (0.21225184577907252) | > loss_disc_real_3: 0.22875241935253143 (0.21486313577391145) | > loss_disc_real_4: 0.20174497365951538 (0.20591279246613517) | > loss_disc_real_5: 0.19799907505512238 (0.20555562901700666) | > loss_0: 2.2356343269348145 (2.197098503764879) | > grad_norm_0: tensor(12.7598, device='cuda:0') (tensor(16.0181, device='cuda:0')) | > loss_gen: 2.6878154277801514 (2.729110197124319) | > loss_kl: 1.3663697242736816 (1.4356270554738162) | > loss_feat: 6.87528657913208 (7.426879344842373) | > loss_mel: 20.617341995239258 (21.000503841628383) | > loss_duration: 2.2032954692840576 (2.1428907019460306) | > loss_1: 33.75010681152344 (34.73501114152435) | > grad_norm_1: tensor(164.2432, device='cuda:0') (tensor(194.2466, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.3985 (0.36323216939583786) | > loader_time: 0.0059 (0.0038582860914051025)  --> TIME: 2024-06-10 16:39:03 -- STEP: 259/330 -- GLOBAL_STEP: 100800 | > loss_disc: 2.1861891746520996 (2.1988126126955843) | > loss_disc_real_0: 0.10903573781251907 (0.11610944192266832) | > loss_disc_real_1: 0.19182153046131134 (0.20465928865560692) | > loss_disc_real_2: 0.1888163983821869 (0.2125070318867341) | > loss_disc_real_3: 0.21154733002185822 (0.21477140808427655) | > loss_disc_real_4: 0.18181094527244568 (0.20569238590227595) | > loss_disc_real_5: 0.1931367814540863 (0.20551967793449935) | > loss_0: 2.1861891746520996 (2.1988126126955843) | > grad_norm_0: tensor(18.5554, device='cuda:0') (tensor(15.9863, device='cuda:0')) | > loss_gen: 2.589390993118286 (2.7223252320381675) | > loss_kl: 1.6084880828857422 (1.4340469091555321) | > loss_feat: 7.82682466506958 (7.4208891474602305) | > loss_mel: 20.3891658782959 (20.958887144405416) | > loss_duration: 2.234009265899658 (2.1487585642162896) | > loss_1: 34.64787673950195 (34.684907029494354) | > grad_norm_1: tensor(268.6760, device='cuda:0') (tensor(193.6894, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.4134 (0.3676868718563358) | > loader_time: 0.0064 (0.004006419863019671)  --> TIME: 2024-06-10 16:39:14 -- STEP: 284/330 -- GLOBAL_STEP: 100825 | > loss_disc: 2.349705457687378 (2.2050860020476333) | > loss_disc_real_0: 0.12222804874181747 (0.11623532401109246) | > loss_disc_real_1: 0.3025769293308258 (0.2055321668707569) | > loss_disc_real_2: 0.23252588510513306 (0.2127310535017873) | > loss_disc_real_3: 0.2193177044391632 (0.2159812646642538) | > loss_disc_real_4: 0.22466890513896942 (0.20655180624043443) | > loss_disc_real_5: 0.23803406953811646 (0.20651983391021345) | > loss_0: 2.349705457687378 (2.2050860020476333) | > grad_norm_0: tensor(35.6335, device='cuda:0') (tensor(16.9125, device='cuda:0')) | > loss_gen: 2.496105670928955 (2.720062955164574) | > loss_kl: 1.4413576126098633 (1.432228432994493) | > loss_feat: 6.588250637054443 (7.4348291830277775) | > loss_mel: 19.80179786682129 (20.94434554811935) | > loss_duration: 2.241969585418701 (2.1564243939560903) | > loss_1: 32.569480895996094 (34.68789052963257) | > grad_norm_1: tensor(272.4079, device='cuda:0') (tensor(206.4907, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.4426 (0.37308226504795966) | > loader_time: 0.0062 (0.004163006661643444)  --> TIME: 2024-06-10 16:39:26 -- STEP: 309/330 -- GLOBAL_STEP: 100850 | > loss_disc: 2.3082618713378906 (2.202228401856901) | > loss_disc_real_0: 0.16203469038009644 (0.1164651650537565) | > loss_disc_real_1: 0.20434191823005676 (0.20572438481652625) | > loss_disc_real_2: 0.22286465764045715 (0.2129809475446596) | > loss_disc_real_3: 0.25276416540145874 (0.21525274800637018) | > loss_disc_real_4: 0.24654658138751984 (0.20578394150271) | > loss_disc_real_5: 0.22140276432037354 (0.20552242829383002) | > loss_0: 2.3082618713378906 (2.202228401856901) | > grad_norm_0: tensor(33.6657, device='cuda:0') (tensor(17.8800, device='cuda:0')) | > loss_gen: 2.756822347640991 (2.7238285989051496) | > loss_kl: 1.3620569705963135 (1.4325840430738086) | > loss_feat: 7.413472652435303 (7.474502068121456) | > loss_mel: 19.81745719909668 (20.927535109535395) | > loss_duration: 2.328829288482666 (2.16649366813956) | > loss_1: 33.67863845825195 (34.72494350050646) | > grad_norm_1: tensor(220.0599, device='cuda:0') (tensor(215.1796, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.5131 (0.38148041681950123) | > loader_time: 0.0066 (0.004351968518352817)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.571950674057007 (2.571950674057007) | > loss_disc_real_0: 0.0733499526977539 (0.0733499526977539) | > loss_disc_real_1: 0.2845904231071472 (0.2845904231071472) | > loss_disc_real_2: 0.30303576588630676 (0.30303576588630676) | > loss_disc_real_3: 0.212403804063797 (0.212403804063797) | > loss_disc_real_4: 0.15740641951560974 (0.15740641951560974) | > loss_disc_real_5: 0.18525515496730804 (0.18525515496730804) | > loss_0: 2.571950674057007 (2.571950674057007) | > loss_gen: 1.9524919986724854 (1.9524919986724854) | > loss_kl: 1.3596874475479126 (1.3596874475479126) | > loss_feat: 4.501883029937744 (4.501883029937744) | > loss_mel: 16.305068969726562 (16.305068969726562) | > loss_duration: 2.8540711402893066 (2.8540711402893066) | > loss_1: 26.973201751708984 (26.973201751708984)  --> STEP: 1 | > loss_disc: 2.1441781520843506 (2.1441781520843506) | > loss_disc_real_0: 0.06985893845558167 (0.06985893845558167) | > loss_disc_real_1: 0.17914371192455292 (0.17914371192455292) | > loss_disc_real_2: 0.2190822958946228 (0.2190822958946228) | > loss_disc_real_3: 0.31365519762039185 (0.31365519762039185) | > loss_disc_real_4: 0.2733907103538513 (0.2733907103538513) | > loss_disc_real_5: 0.2721356153488159 (0.2721356153488159) | > loss_0: 2.1441781520843506 (2.1441781520843506) | > loss_gen: 2.8708207607269287 (2.8708207607269287) | > loss_kl: 1.2366046905517578 (1.2366046905517578) | > loss_feat: 6.714402675628662 (6.714402675628662) | > loss_mel: 21.14752197265625 (21.14752197265625) | > loss_duration: 2.363276958465576 (2.363276958465576) | > loss_1: 34.33262634277344 (34.33262634277344)  --> STEP: 2 | > loss_disc: 2.5696420669555664 (2.3569101095199585) | > loss_disc_real_0: 0.10534731298685074 (0.0876031257212162) | > loss_disc_real_1: 0.24759098887443542 (0.21336735039949417) | > loss_disc_real_2: 0.34913867712020874 (0.28411048650741577) | > loss_disc_real_3: 0.31028544902801514 (0.3119703233242035) | > loss_disc_real_4: 0.36242398619651794 (0.31790734827518463) | > loss_disc_real_5: 0.4019409716129303 (0.3370382934808731) | > loss_0: 2.5696420669555664 (2.3569101095199585) | > loss_gen: 2.960871458053589 (2.915846109390259) | > loss_kl: 1.780983805656433 (1.5087942481040955) | > loss_feat: 6.050159454345703 (6.382281064987183) | > loss_mel: 23.58493423461914 (22.366228103637695) | > loss_duration: 2.4796063899993896 (2.421441674232483) | > loss_1: 36.8565559387207 (35.59459114074707)  --> STEP: 3 | > loss_disc: 2.303088665008545 (2.338969628016154) | > loss_disc_real_0: 0.1142285019159317 (0.0964782511194547) | > loss_disc_real_1: 0.29178375005722046 (0.23950615028540292) | > loss_disc_real_2: 0.3217185139656067 (0.29664649566014606) | > loss_disc_real_3: 0.24134261906147003 (0.28842775523662567) | > loss_disc_real_4: 0.23096495866775513 (0.2889265517393748) | > loss_disc_real_5: 0.28734251856803894 (0.32047303517659503) | > loss_0: 2.303088665008545 (2.338969628016154) | > loss_gen: 2.9425930976867676 (2.9247617721557617) | > loss_kl: 1.5452589988708496 (1.520949165026347) | > loss_feat: 6.2644147872924805 (6.342992305755615) | > loss_mel: 23.550823211669922 (22.761093139648438) | > loss_duration: 2.1733145713806152 (2.338732639948527) | > loss_1: 36.476402282714844 (35.888528188069664)  --> STEP: 4 | > loss_disc: 2.000542163848877 (2.2543627619743347) | > loss_disc_real_0: 0.04270121455192566 (0.08303399197757244) | > loss_disc_real_1: 0.24051670730113983 (0.23975878953933716) | > loss_disc_real_2: 0.2892208695411682 (0.2947900891304016) | > loss_disc_real_3: 0.20177166163921356 (0.26676373183727264) | > loss_disc_real_4: 0.1690002828836441 (0.2589449845254421) | > loss_disc_real_5: 0.2266002744436264 (0.2970048449933529) | > loss_0: 2.000542163848877 (2.2543627619743347) | > loss_gen: 3.0314550399780273 (2.951435089111328) | > loss_kl: 0.8284876346588135 (1.3478337824344635) | > loss_feat: 8.248357772827148 (6.8193336725234985) | > loss_mel: 20.485034942626953 (22.192078590393066) | > loss_duration: 2.3001763820648193 (2.3290935754776) | > loss_1: 34.89350891113281 (35.63977336883545)  --> STEP: 5 | > loss_disc: 2.147815227508545 (2.2330532550811766) | > loss_disc_real_0: 0.09812460839748383 (0.08605211526155472) | > loss_disc_real_1: 0.22448548674583435 (0.23670412898063659) | > loss_disc_real_2: 0.29647767543792725 (0.2951276063919067) | > loss_disc_real_3: 0.2494838833808899 (0.2633077621459961) | > loss_disc_real_4: 0.17103402316570282 (0.24136279225349427) | > loss_disc_real_5: 0.18297071754932404 (0.27419801950454714) | > loss_0: 2.147815227508545 (2.2330532550811766) | > loss_gen: 2.6412570476531982 (2.8893994808197023) | > loss_kl: 1.5492424964904785 (1.3881155252456665) | > loss_feat: 6.301063060760498 (6.715679550170899) | > loss_mel: 19.63786506652832 (21.68123588562012) | > loss_duration: 2.395364999771118 (2.3423478603363037) | > loss_1: 32.5247917175293 (35.01677703857422)  --> STEP: 6 | > loss_disc: 2.647397041320801 (2.3021105527877808) | > loss_disc_real_0: 0.09563863277435303 (0.08764986818035443) | > loss_disc_real_1: 0.29075390100479126 (0.2457124243179957) | > loss_disc_real_2: 0.3639013469219208 (0.30658989648024243) | > loss_disc_real_3: 0.38507571816444397 (0.28360242148240405) | > loss_disc_real_4: 0.24310104548931122 (0.24165250112613043) | > loss_disc_real_5: 0.3415620028972626 (0.2854253500699997) | > loss_0: 2.647397041320801 (2.3021105527877808) | > loss_gen: 2.7896177768707275 (2.8727691968282065) | > loss_kl: 1.3779492378234863 (1.3864211440086365) | > loss_feat: 6.458810806274414 (6.672868092854817) | > loss_mel: 23.06378746032715 (21.91166114807129) | > loss_duration: 2.088676929473877 (2.3000693718592324) | > loss_1: 35.77884292602539 (35.14378801981608)  --> STEP: 7 | > loss_disc: 2.0591368675231934 (2.267400026321411) | > loss_disc_real_0: 0.053834348917007446 (0.08281907971416201) | > loss_disc_real_1: 0.2439725250005722 (0.2454638672726495) | > loss_disc_real_2: 0.36595088243484497 (0.31507003733089994) | > loss_disc_real_3: 0.21572059392929077 (0.273905017546245) | > loss_disc_real_4: 0.22011816501617432 (0.23857616739613668) | > loss_disc_real_5: 0.12682394683361053 (0.26276800675051554) | > loss_0: 2.0591368675231934 (2.267400026321411) | > loss_gen: 2.822075843811035 (2.8655272892543246) | > loss_kl: 2.094383716583252 (1.4875586543764387) | > loss_feat: 7.962576866149902 (6.857112203325544) | > loss_mel: 22.67204475402832 (22.020287377493723) | > loss_duration: 2.3724546432495117 (2.310410124914987) | > loss_1: 37.92353439331055 (35.540894644601)  --> STEP: 8 | > loss_disc: 1.966951847076416 (2.2298440039157867) | > loss_disc_real_0: 0.033468615263700485 (0.07665027165785432) | > loss_disc_real_1: 0.11366347968578339 (0.22898881882429123) | > loss_disc_real_2: 0.31086358428001404 (0.3145442306995392) | > loss_disc_real_3: 0.1923392415046692 (0.26370929554104805) | > loss_disc_real_4: 0.20405003428459167 (0.23426040075719357) | > loss_disc_real_5: 0.16649028658866882 (0.2507332917302847) | > loss_0: 1.966951847076416 (2.2298440039157867) | > loss_gen: 2.7995381355285645 (2.8572786450386047) | > loss_kl: 1.3111350536346436 (1.4655057042837143) | > loss_feat: 11.022375106811523 (7.3777700662612915) | > loss_mel: 22.621318817138672 (22.09541630744934) | > loss_duration: 2.1774637699127197 (2.2937918305397034) | > loss_1: 39.93183135986328 (36.08976173400879)  --> STEP: 9 | > loss_disc: 2.390078067779541 (2.2476477887895374) | > loss_disc_real_0: 0.10232026129961014 (0.07950249272916052) | > loss_disc_real_1: 0.3371555209159851 (0.24100734127892387) | > loss_disc_real_2: 0.35897737741470337 (0.3194812470012241) | > loss_disc_real_3: 0.27530351281166077 (0.26499754190444946) | > loss_disc_real_4: 0.1990530788898468 (0.23034847610526615) | > loss_disc_real_5: 0.2741124629974365 (0.2533309774266349) | > loss_0: 2.390078067779541 (2.2476477887895374) | > loss_gen: 2.880396604537964 (2.8598473072052) | > loss_kl: 1.878709316253662 (1.5114172167248197) | > loss_feat: 8.216782569885254 (7.470993677775065) | > loss_mel: 20.839618682861328 (21.955883238050674) | > loss_duration: 2.1052489280700684 (2.272842619154188) | > loss_1: 35.920753479003906 (36.07098303900825)  --> STEP: 10 | > loss_disc: 2.304807186126709 (2.2533637285232544) | > loss_disc_real_0: 0.08368183672428131 (0.0799204271286726) | > loss_disc_real_1: 0.2557574212551117 (0.24248234927654266) | > loss_disc_real_2: 0.45552879571914673 (0.33308600187301635) | > loss_disc_real_3: 0.28385528922080994 (0.2668833166360855) | > loss_disc_real_4: 0.21187721192836761 (0.2285013496875763) | > loss_disc_real_5: 0.2742972671985626 (0.25542760640382767) | > loss_0: 2.304807186126709 (2.2533637285232544) | > loss_gen: 3.1430320739746094 (2.8881657838821413) | > loss_kl: 1.8033775091171265 (1.5406132459640502) | > loss_feat: 6.387777805328369 (7.3626720905303955) | > loss_mel: 20.989797592163086 (21.859274673461915) | > loss_duration: 2.2362399101257324 (2.2691823482513427) | > loss_1: 34.56022644042969 (35.91990737915039)  --> STEP: 11 | > loss_disc: 2.0543107986450195 (2.235268007625233) | > loss_disc_real_0: 0.11830049753189087 (0.08340952443805608) | > loss_disc_real_1: 0.15067434310913086 (0.23413616689768704) | > loss_disc_real_2: 0.3490872085094452 (0.3345406570217826) | > loss_disc_real_3: 0.2899094521999359 (0.26897660168734466) | > loss_disc_real_4: 0.26569417119026184 (0.23188251527872952) | > loss_disc_real_5: 0.27249327301979065 (0.25697903064164246) | > loss_0: 2.0543107986450195 (2.235268007625233) | > loss_gen: 3.7255759239196777 (2.9642939784310083) | > loss_kl: 1.705369472503662 (1.5555910847403787) | > loss_feat: 8.462264060974121 (7.46263499693437) | > loss_mel: 20.60183334350586 (21.74496182528409) | > loss_duration: 2.4545540809631348 (2.2860343239524146) | > loss_1: 36.9495964050293 (36.01351547241211)  --> STEP: 12 | > loss_disc: 2.19462513923645 (2.231881101926168) | > loss_disc_real_0: 0.054445531219244 (0.08099585833648841) | > loss_disc_real_1: 0.27841541171073914 (0.23782610396544138) | > loss_disc_real_2: 0.3552776575088501 (0.3362687403957049) | > loss_disc_real_3: 0.32765671610832214 (0.2738666112224261) | > loss_disc_real_4: 0.23277375102043152 (0.23195678492387137) | > loss_disc_real_5: 0.22374367713928223 (0.2542094178497791) | > loss_0: 2.19462513923645 (2.231881101926168) | > loss_gen: 3.0238232612609863 (2.969254752000173) | > loss_kl: 1.6171265840530396 (1.5607190430164337) | > loss_feat: 6.487142562866211 (7.381343960762024) | > loss_mel: 21.619047164916992 (21.734468936920166) | > loss_duration: 2.214792490005493 (2.2800975044568377) | > loss_1: 34.96193313598633 (35.9258836110433)  --> STEP: 13 | > loss_disc: 2.4773716926574707 (2.2507649935208836) | > loss_disc_real_0: 0.0970582664012909 (0.08223142818762706) | > loss_disc_real_1: 0.18708443641662598 (0.23392289876937866) | > loss_disc_real_2: 0.29718995094299316 (0.33326267966857326) | > loss_disc_real_3: 0.2830568253993988 (0.2745735507745009) | > loss_disc_real_4: 0.28417128324508667 (0.23597328479473406) | > loss_disc_real_5: 0.31989485025405884 (0.25926214341933906) | > loss_0: 2.4773716926574707 (2.2507649935208836) | > loss_gen: 2.5082647800445557 (2.933793984926664) | > loss_kl: 1.7534469366073608 (1.575544265600351) | > loss_feat: 5.391497611999512 (7.228278857011062) | > loss_mel: 18.92935562133789 (21.518690989567684) | > loss_duration: 2.1084344387054443 (2.266892653245192) | > loss_1: 30.69099998474121 (35.523200255173904)  --> STEP: 14 | > loss_disc: 2.123863697052002 (2.2417006152016774) | > loss_disc_real_0: 0.09888747334480286 (0.08342114569885391) | > loss_disc_real_1: 0.17647650837898254 (0.22981958517006465) | > loss_disc_real_2: 0.23524999618530273 (0.3262617737054825) | > loss_disc_real_3: 0.22734877467155457 (0.2712003524814333) | > loss_disc_real_4: 0.26949670910835266 (0.23836781510284968) | > loss_disc_real_5: 0.25097620487213135 (0.2586702906659671) | > loss_0: 2.123863697052002 (2.2417006152016774) | > loss_gen: 2.6551120281219482 (2.9138881308691844) | > loss_kl: 1.4614685773849487 (1.567396002156394) | > loss_feat: 7.067288875579834 (7.216779572623117) | > loss_mel: 23.51626205444336 (21.661374637058803) | > loss_duration: 2.3464488983154297 (2.2725752421787804) | > loss_1: 37.04658508300781 (35.63201345716204)  --> STEP: 15 | > loss_disc: 2.0974557399749756 (2.232084290186564) | > loss_disc_real_0: 0.042246583849191666 (0.08067617490887642) | > loss_disc_real_1: 0.27033674716949463 (0.23252072930335999) | > loss_disc_real_2: 0.32471874356269836 (0.3261589050292969) | > loss_disc_real_3: 0.252321720123291 (0.2699417769908905) | > loss_disc_real_4: 0.14989955723285675 (0.23246993124485016) | > loss_disc_real_5: 0.2688333988189697 (0.2593478312095006) | > loss_0: 2.0974557399749756 (2.232084290186564) | > loss_gen: 3.1039652824401855 (2.9265599409739176) | > loss_kl: 1.9540050029754639 (1.5931699355443318) | > loss_feat: 8.843340873718262 (7.325216992696126) | > loss_mel: 21.786142349243164 (21.66969248453776) | > loss_duration: 2.3212146759033203 (2.27581787109375) | > loss_1: 38.0086669921875 (35.790457026163736)  --> STEP: 16 | > loss_disc: 2.207948684692383 (2.230575814843178) | > loss_disc_real_0: 0.07062207162380219 (0.08004779345355928) | > loss_disc_real_1: 0.18507707118988037 (0.2295555006712675) | > loss_disc_real_2: 0.2797003388404846 (0.3232552446424961) | > loss_disc_real_3: 0.167194664478302 (0.2635200824588537) | > loss_disc_real_4: 0.23905175924301147 (0.23288129549473524) | > loss_disc_real_5: 0.1947198212146759 (0.2553085805848241) | > loss_0: 2.207948684692383 (2.230575814843178) | > loss_gen: 2.301612377166748 (2.8875007182359695) | > loss_kl: 1.6088600158691406 (1.5941505655646324) | > loss_feat: 4.946996212005615 (7.176578193902969) | > loss_mel: 17.31188201904297 (21.397329330444336) | > loss_duration: 2.3730545043945312 (2.281895160675049) | > loss_1: 28.54240608215332 (35.337453842163086)  --> STEP: 17 | > loss_disc: 2.087660312652588 (2.2221690205966724) | > loss_disc_real_0: 0.06513451784849167 (0.07917054194737883) | > loss_disc_real_1: 0.19363227486610413 (0.22744236974155202) | > loss_disc_real_2: 0.3360467255115509 (0.32400768469361696) | > loss_disc_real_3: 0.2504190504550934 (0.26274943351745605) | > loss_disc_real_4: 0.21115930378437042 (0.23160353127647848) | > loss_disc_real_5: 0.2547648549079895 (0.2552765967214809) | > loss_0: 2.087660312652588 (2.2221690205966724) | > loss_gen: 2.998068332672119 (2.894004695555743) | > loss_kl: 1.1825112104415894 (1.5699364858515121) | > loss_feat: 7.043524742126465 (7.1687515202690575) | > loss_mel: 21.664838790893555 (21.413065181058997) | > loss_duration: 2.357968330383301 (2.2863700530108284) | > loss_1: 35.246910095214844 (35.33212773940142)  --> STEP: 18 | > loss_disc: 2.062751054763794 (2.2133124669392905) | > loss_disc_real_0: 0.06209404766559601 (0.07822184782061312) | > loss_disc_real_1: 0.19731499254703522 (0.22576862656407887) | > loss_disc_real_2: 0.20633728802204132 (0.317470440434085) | > loss_disc_real_3: 0.21651875972747803 (0.26018106275134617) | > loss_disc_real_4: 0.2509310245513916 (0.23267728090286255) | > loss_disc_real_5: 0.1818971335887909 (0.25119995988077587) | > loss_0: 2.062751054763794 (2.2133124669392905) | > loss_gen: 2.7740654945373535 (2.887341406610277) | > loss_kl: 1.0540735721588135 (1.5412774350908067) | > loss_feat: 7.3419294357299805 (7.178372515572442) | > loss_mel: 18.680877685546875 (21.261276986863876) | > loss_duration: 2.1746392250061035 (2.2801627847883434) | > loss_1: 32.02558517456055 (35.1484309302436)  --> STEP: 19 | > loss_disc: 2.1438541412353516 (2.2096567655864514) | > loss_disc_real_0: 0.11425814777612686 (0.08011849518669278) | > loss_disc_real_1: 0.22582459449768066 (0.22577157224479474) | > loss_disc_real_2: 0.3476058840751648 (0.31905651641519445) | > loss_disc_real_3: 0.21341130137443542 (0.2577194963630877) | > loss_disc_real_4: 0.19542473554611206 (0.23071662062092832) | > loss_disc_real_5: 0.32511284947395325 (0.25509011196462733) | > loss_0: 2.1438541412353516 (2.2096567655864514) | > loss_gen: 3.1658968925476074 (2.90200222165961) | > loss_kl: 1.5242605209350586 (1.5403818080299778) | > loss_feat: 7.5296549797058105 (7.196861066316304) | > loss_mel: 19.832843780517578 (21.18609629179302) | > loss_duration: 2.344949722290039 (2.2835726236042224) | > loss_1: 34.397605895996094 (35.10891382317794)  --> STEP: 20 | > loss_disc: 1.9100284576416016 (2.194675350189209) | > loss_disc_real_0: 0.045204177498817444 (0.07837277930229902) | > loss_disc_real_1: 0.20468148589134216 (0.22471706792712212) | > loss_disc_real_2: 0.33055010437965393 (0.3196311958134174) | > loss_disc_real_3: 0.20645302534103394 (0.255156172811985) | > loss_disc_real_4: 0.20783808827400208 (0.229572694003582) | > loss_disc_real_5: 0.1944512277841568 (0.2520581677556038) | > loss_0: 1.9100284576416016 (2.194675350189209) | > loss_gen: 3.287327289581299 (2.9212684750556948) | > loss_kl: 1.6687061786651611 (1.5467980265617371) | > loss_feat: 9.386686325073242 (7.306352329254151) | > loss_mel: 22.59310531616211 (21.256446743011473) | > loss_duration: 2.3382725715637207 (2.286307621002197) | > loss_1: 39.27409744262695 (35.31717300415039)  --> STEP: 21 | > loss_disc: 2.5458767414093018 (2.2113992259615944) | > loss_disc_real_0: 0.13754594326019287 (0.08119054901457969) | > loss_disc_real_1: 0.24127647280693054 (0.2255056110166368) | > loss_disc_real_2: 0.25444743037223816 (0.3165272069828851) | > loss_disc_real_3: 0.3012412190437317 (0.2573506988230206) | > loss_disc_real_4: 0.27889055013656616 (0.23192116334324792) | > loss_disc_real_5: 0.31688690185546875 (0.2551452503317878) | > loss_0: 2.5458767414093018 (2.2113992259615944) | > loss_gen: 2.3943076133728027 (2.8961751006898426) | > loss_kl: 1.1381489038467407 (1.5273385445276897) | > loss_feat: 5.1387128829956055 (7.203131403241839) | > loss_mel: 19.054004669189453 (21.15156854901995) | > loss_duration: 2.1520192623138428 (2.2799129372551326) | > loss_1: 29.877193450927734 (35.058126358758834)  --> STEP: 22 | > loss_disc: 2.200173854827881 (2.210888981819153) | > loss_disc_real_0: 0.04163231700658798 (0.07939244755967097) | > loss_disc_real_1: 0.22966322302818298 (0.225694593380798) | > loss_disc_real_2: 0.3258652091026306 (0.31695166162469174) | > loss_disc_real_3: 0.19756095111370087 (0.2546329830180515) | > loss_disc_real_4: 0.223716139793396 (0.23154820772734555) | > loss_disc_real_5: 0.2043295055627823 (0.25283544375137845) | > loss_0: 2.200173854827881 (2.210888981819153) | > loss_gen: 2.6348326206207275 (2.8842958970503374) | > loss_kl: 1.6169339418411255 (1.5314110625873913) | > loss_feat: 8.240426063537598 (7.25028116052801) | > loss_mel: 22.607765197753906 (21.217759305780586) | > loss_duration: 2.1689400672912598 (2.274868715893138) | > loss_1: 37.26890182495117 (35.15861615267667)  --> STEP: 23 | > loss_disc: 2.092985153198242 (2.2057627284008525) | > loss_disc_real_0: 0.05234847217798233 (0.0782166225430758) | > loss_disc_real_1: 0.24711404740810394 (0.22662587399068085) | > loss_disc_real_2: 0.3084549605846405 (0.3165822398403417) | > loss_disc_real_3: 0.28691455721855164 (0.2560365297224211) | > loss_disc_real_4: 0.24361655116081238 (0.23207291831140933) | > loss_disc_real_5: 0.2636498510837555 (0.2533056353745253) | > loss_0: 2.092985153198242 (2.2057627284008525) | > loss_gen: 3.0877161026000977 (2.8931402538133706) | > loss_kl: 1.6492832899093628 (1.5365359420361726) | > loss_feat: 7.715303897857666 (7.270499540411907) | > loss_mel: 20.17825698852539 (21.17256355285645) | > loss_duration: 2.294424533843994 (2.2757189688475234) | > loss_1: 34.924983978271484 (35.14845823205036)  --> STEP: 24 | > loss_disc: 2.15769624710083 (2.203759958346685) | > loss_disc_real_0: 0.062057752162218094 (0.07754333627720673) | > loss_disc_real_1: 0.2521840035915375 (0.2276907960573832) | > loss_disc_real_2: 0.2567451298236847 (0.31408902692298096) | > loss_disc_real_3: 0.23322828114032745 (0.2550861860315005) | > loss_disc_real_4: 0.22045809030532837 (0.2315889671444893) | > loss_disc_real_5: 0.2849366366863251 (0.2546235937625169) | > loss_0: 2.15769624710083 (2.203759958346685) | > loss_gen: 2.87813138961792 (2.8925148844718933) | > loss_kl: 1.4480078220367432 (1.5328472703695297) | > loss_feat: 6.980834007263184 (7.258430143197377) | > loss_mel: 22.223487854003906 (21.21635206540426) | > loss_duration: 2.4365978240966797 (2.282422254482905) | > loss_1: 35.96705627441406 (35.18256648381551)  --> STEP: 25 | > loss_disc: 2.1277544498443604 (2.2007197380065917) | > loss_disc_real_0: 0.07655498385429382 (0.07750380218029022) | > loss_disc_real_1: 0.2231326848268509 (0.22750847160816193) | > loss_disc_real_2: 0.3696145713329315 (0.31631004869937895) | > loss_disc_real_3: 0.22923868894577026 (0.2540522861480713) | > loss_disc_real_4: 0.14868615567684174 (0.2282728546857834) | > loss_disc_real_5: 0.11833710968494415 (0.249172134399414) | > loss_0: 2.1277544498443604 (2.2007197380065917) | > loss_gen: 2.7881736755371094 (2.8883412361145018) | > loss_kl: 1.40633225440979 (1.5277866697311402) | > loss_feat: 7.3287482261657715 (7.261242866516113) | > loss_mel: 17.305944442749023 (21.059935760498046) | > loss_duration: 2.358067750930786 (2.2854480743408203) | > loss_1: 31.187267303466797 (35.022754516601566)  --> STEP: 26 | > loss_disc: 1.8424859046936035 (2.1869415136484) | > loss_disc_real_0: 0.14136913418769836 (0.07996016110365207) | > loss_disc_real_1: 0.11524903029203415 (0.22319080078831086) | > loss_disc_real_2: 0.05206230282783508 (0.30614667385816574) | > loss_disc_real_3: 0.12049087882041931 (0.2489153089431616) | > loss_disc_real_4: 0.269681841135025 (0.22986550801075423) | > loss_disc_real_5: 0.0717492625117302 (0.24234817778834922) | > loss_0: 1.8424859046936035 (2.1869415136484) | > loss_gen: 2.6604809761047363 (2.8795773799602804) | > loss_kl: 1.6255011558532715 (1.531544919197376) | > loss_feat: 15.657245635986328 (7.584166049957275) | > loss_mel: 25.48225975036621 (21.230025144723747) | > loss_duration: 2.297935962677002 (2.2859283777383657) | > loss_1: 47.72342300415039 (35.51124176612267) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022212817118718083 (-1.6918549170860143e-05) | > avg_loss_disc: 2.1869415136484 (-0.07373376076038118) | > avg_loss_disc_real_0: 0.07996016110365207 (-0.027648517288840727) | > avg_loss_disc_real_1: 0.22319080078831086 (-0.02723136859444472) | > avg_loss_disc_real_2: 0.30614667385816574 (+0.012643081637529252) | > avg_loss_disc_real_3: 0.2489153089431616 (-0.05860348103138113) | > avg_loss_disc_real_4: 0.22986550801075423 (-0.04441270576073575) | > avg_loss_disc_real_5: 0.24234817778834922 (-0.02174825937702113) | > avg_loss_0: 2.1869415136484 (-0.07373376076038118) | > avg_loss_gen: 2.8795773799602804 (-0.18141750188974193) | > avg_loss_kl: 1.531544919197376 (-0.05314393914662863) | > avg_loss_feat: 7.584166049957275 (+0.3306189683767462) | > avg_loss_mel: 21.230025144723747 (+0.12972640991211648) | > avg_loss_duration: 2.2859283777383657 (-0.010408236430241136) | > avg_loss_1: 35.51124176612267 (+0.2153754601111899)  > EPOCH: 39/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:39:57)   --> TIME: 2024-06-10 16:39:59 -- STEP: 4/330 -- GLOBAL_STEP: 100875 | > loss_disc: 2.3085596561431885 (2.3505048155784607) | > loss_disc_real_0: 0.061169493943452835 (0.11256410460919142) | > loss_disc_real_1: 0.21258652210235596 (0.19667663052678108) | > loss_disc_real_2: 0.2130909413099289 (0.2126832939684391) | > loss_disc_real_3: 0.2025526612997055 (0.22396738082170486) | > loss_disc_real_4: 0.20332515239715576 (0.21548115834593773) | > loss_disc_real_5: 0.2048306167125702 (0.24544276669621468) | > loss_0: 2.3085596561431885 (2.3505048155784607) | > grad_norm_0: tensor(18.9645, device='cuda:0') (tensor(11.6907, device='cuda:0')) | > loss_gen: 2.420889377593994 (2.4237030744552612) | > loss_kl: 1.5396846532821655 (1.409054160118103) | > loss_feat: 6.076696395874023 (6.081463694572449) | > loss_mel: 21.28595542907715 (21.26407480239868) | > loss_duration: 2.4707980155944824 (2.430120527744293) | > loss_1: 33.79402160644531 (33.60841464996338) | > grad_norm_1: tensor(132.7157, device='cuda:0') (tensor(102.7632, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3223 (0.32818150520324707) | > loader_time: 0.0026 (0.002699136734008789)  --> TIME: 2024-06-10 16:40:08 -- STEP: 29/330 -- GLOBAL_STEP: 100900 | > loss_disc: 2.2038564682006836 (2.237905683188602) | > loss_disc_real_0: 0.1268032044172287 (0.11599314045803301) | > loss_disc_real_1: 0.194041907787323 (0.19999196457451787) | > loss_disc_real_2: 0.1852523237466812 (0.21205546013240156) | > loss_disc_real_3: 0.20716851949691772 (0.21728325558119807) | > loss_disc_real_4: 0.2080897092819214 (0.21558042127510596) | > loss_disc_real_5: 0.19896605610847473 (0.21538187563419342) | > loss_0: 2.2038564682006836 (2.237905683188602) | > grad_norm_0: tensor(8.6350, device='cuda:0') (tensor(12.9071, device='cuda:0')) | > loss_gen: 2.6773879528045654 (2.630396103036815) | > loss_kl: 1.575543999671936 (1.4622201878449013) | > loss_feat: 7.643189430236816 (6.927418495046681) | > loss_mel: 21.683012008666992 (21.09359537321946) | > loss_duration: 2.149407386779785 (2.207000025387468) | > loss_1: 35.728538513183594 (34.3206295144969) | > grad_norm_1: tensor(152.5736, device='cuda:0') (tensor(137.0086, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3318 (0.3443115333030964) | > loader_time: 0.0028 (0.0028799320089405982)  --> TIME: 2024-06-10 16:40:17 -- STEP: 54/330 -- GLOBAL_STEP: 100925 | > loss_disc: 2.263458490371704 (2.210172960051783) | > loss_disc_real_0: 0.1358262002468109 (0.11620819754898548) | > loss_disc_real_1: 0.2525270879268646 (0.20170164467008025) | > loss_disc_real_2: 0.20971527695655823 (0.21093832756634112) | > loss_disc_real_3: 0.20657724142074585 (0.21407094404653268) | > loss_disc_real_4: 0.2024087756872177 (0.21007269758869102) | > loss_disc_real_5: 0.20517081022262573 (0.21205165595919998) | > loss_0: 2.263458490371704 (2.210172960051783) | > grad_norm_0: tensor(17.8838, device='cuda:0') (tensor(15.0427, device='cuda:0')) | > loss_gen: 2.6989340782165527 (2.665736357371012) | > loss_kl: 1.4502277374267578 (1.4456986895313966) | > loss_feat: 7.378828525543213 (7.135554313659668) | > loss_mel: 22.13779067993164 (21.028978135850704) | > loss_duration: 2.1267051696777344 (2.157974397694623) | > loss_1: 35.792484283447266 (34.433941452591505) | > grad_norm_1: tensor(206.8119, device='cuda:0') (tensor(167.8701, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3739 (0.34857981293289747) | > loader_time: 0.0036 (0.0031255307020964444)  --> TIME: 2024-06-10 16:40:26 -- STEP: 79/330 -- GLOBAL_STEP: 100950 | > loss_disc: 2.1568617820739746 (2.190584519241429) | > loss_disc_real_0: 0.12762953341007233 (0.11374295686807813) | > loss_disc_real_1: 0.20526884496212006 (0.203177656176724) | > loss_disc_real_2: 0.2194044142961502 (0.21023747834223735) | > loss_disc_real_3: 0.21036739647388458 (0.2133317050300067) | > loss_disc_real_4: 0.18477673828601837 (0.20680833900276618) | > loss_disc_real_5: 0.19161249697208405 (0.2073467509656013) | > loss_0: 2.1568617820739746 (2.190584519241429) | > grad_norm_0: tensor(14.6849, device='cuda:0') (tensor(14.8175, device='cuda:0')) | > loss_gen: 2.8273184299468994 (2.6833620705182044) | > loss_kl: 1.4402815103530884 (1.437066944339607) | > loss_feat: 7.628353595733643 (7.285178081898749) | > loss_mel: 20.902416229248047 (21.082226572157463) | > loss_duration: 2.075312614440918 (2.137608217287667) | > loss_1: 34.87368392944336 (34.62544158742397) | > grad_norm_1: tensor(137.5425, device='cuda:0') (tensor(187.7097, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3713 (0.3539349308496789) | > loader_time: 0.0033 (0.0032679672482647474)  --> TIME: 2024-06-10 16:40:36 -- STEP: 104/330 -- GLOBAL_STEP: 100975 | > loss_disc: 2.050461530685425 (2.1903988730448924) | > loss_disc_real_0: 0.08080624043941498 (0.1126006470205119) | > loss_disc_real_1: 0.1986590176820755 (0.20326675317035273) | > loss_disc_real_2: 0.2584395408630371 (0.21086786816326472) | > loss_disc_real_3: 0.2154340147972107 (0.21423408646996206) | > loss_disc_real_4: 0.1764499545097351 (0.2065923728335362) | > loss_disc_real_5: 0.2041197270154953 (0.20737785989275345) | > loss_0: 2.050461530685425 (2.1903988730448924) | > grad_norm_0: tensor(8.6049, device='cuda:0') (tensor(14.5754, device='cuda:0')) | > loss_gen: 2.9230611324310303 (2.6883108157377986) | > loss_kl: 1.461308479309082 (1.43091820868162) | > loss_feat: 8.22807788848877 (7.3192415695924025) | > loss_mel: 21.07447624206543 (21.030293354621303) | > loss_duration: 2.1262125968933105 (2.1301140074546514) | > loss_1: 35.81313705444336 (34.59887768672064) | > grad_norm_1: tensor(185.2023, device='cuda:0') (tensor(182.1904, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3616 (0.35713525231067955) | > loader_time: 0.0038 (0.003448722454217764)  --> TIME: 2024-06-10 16:40:45 -- STEP: 129/330 -- GLOBAL_STEP: 101000 | > loss_disc: 2.1084630489349365 (2.190064255581345) | > loss_disc_real_0: 0.10918153822422028 (0.11259031310215477) | > loss_disc_real_1: 0.202874094247818 (0.20340779516123986) | > loss_disc_real_2: 0.19710926711559296 (0.21071135997772217) | > loss_disc_real_3: 0.25532814860343933 (0.21315580225268074) | > loss_disc_real_4: 0.2290423959493637 (0.20567585158255675) | > loss_disc_real_5: 0.2266804724931717 (0.20764997959599013) | > loss_0: 2.1084630489349365 (2.190064255581345) | > grad_norm_0: tensor(21.8360, device='cuda:0') (tensor(14.8073, device='cuda:0')) | > loss_gen: 2.7865686416625977 (2.6889109260352093) | > loss_kl: 1.3781410455703735 (1.4228916454684823) | > loss_feat: 7.288908004760742 (7.344769603522249) | > loss_mel: 21.60572624206543 (21.012661660364437) | > loss_duration: 2.0812253952026367 (2.1272255191507266) | > loss_1: 35.14057159423828 (34.59645917434102) | > grad_norm_1: tensor(255.4151, device='cuda:0') (tensor(186.3759, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3673 (0.35922408103942877) | > loader_time: 0.0035 (0.003577733224676561) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_101000.pth  --> TIME: 2024-06-10 16:40:59 -- STEP: 154/330 -- GLOBAL_STEP: 101025 | > loss_disc: 2.1973350048065186 (2.1908901140287314) | > loss_disc_real_0: 0.07196597754955292 (0.11258113749518797) | > loss_disc_real_1: 0.11642313748598099 (0.20267129529799735) | > loss_disc_real_2: 0.2086445689201355 (0.2110150931523992) | > loss_disc_real_3: 0.21194294095039368 (0.21354920542859407) | > loss_disc_real_4: 0.21814881265163422 (0.2058982580126106) | > loss_disc_real_5: 0.2323426902294159 (0.2081843049495252) | > loss_0: 2.1973350048065186 (2.1908901140287314) | > grad_norm_0: tensor(38.0563, device='cuda:0') (tensor(15.9848, device='cuda:0')) | > loss_gen: 2.4596261978149414 (2.688715108029254) | > loss_kl: 1.361048698425293 (1.420615718736277) | > loss_feat: 7.182180404663086 (7.35674947268003) | > loss_mel: 19.582876205444336 (20.98765674194733) | > loss_duration: 2.0989692211151123 (2.1261033702206307) | > loss_1: 32.68470001220703 (34.57984032568994) | > grad_norm_1: tensor(207.2922, device='cuda:0') (tensor(196.4356, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3623 (0.36122564061895596) | > loader_time: 0.0043 (0.0036831211734127687)  --> TIME: 2024-06-10 16:41:09 -- STEP: 179/330 -- GLOBAL_STEP: 101050 | > loss_disc: 2.196816921234131 (2.1966292025656666) | > loss_disc_real_0: 0.12185224890708923 (0.11235032511573265) | > loss_disc_real_1: 0.12455949932336807 (0.2032360039110291) | > loss_disc_real_2: 0.18614687025547028 (0.21061690234938146) | > loss_disc_real_3: 0.19819165766239166 (0.2139092119379416) | > loss_disc_real_4: 0.20262444019317627 (0.20637023615437514) | > loss_disc_real_5: 0.17992432415485382 (0.20779178079280114) | > loss_0: 2.196816921234131 (2.1966292025656666) | > grad_norm_0: tensor(24.7204, device='cuda:0') (tensor(16.0908, device='cuda:0')) | > loss_gen: 2.5978221893310547 (2.690761213196056) | > loss_kl: 1.4394879341125488 (1.4177687541066597) | > loss_feat: 7.874101161956787 (7.373779864284579) | > loss_mel: 20.165019989013672 (20.974192731207314) | > loss_duration: 2.1674134731292725 (2.1297453262286465) | > loss_1: 34.24384307861328 (34.58624779045916) | > grad_norm_1: tensor(82.2344, device='cuda:0') (tensor(199.1161, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3789 (0.36219410523356) | > loader_time: 0.0043 (0.0037608279862217397)  --> TIME: 2024-06-10 16:41:18 -- STEP: 204/330 -- GLOBAL_STEP: 101075 | > loss_disc: 2.2799315452575684 (2.198876187497495) | > loss_disc_real_0: 0.13614454865455627 (0.11271415981372782) | > loss_disc_real_1: 0.15075452625751495 (0.20373517822693382) | > loss_disc_real_2: 0.18534819781780243 (0.21110280595865905) | > loss_disc_real_3: 0.1927214413881302 (0.21400431762723357) | > loss_disc_real_4: 0.19767138361930847 (0.20566839965827324) | > loss_disc_real_5: 0.20223581790924072 (0.20832089378553284) | > loss_0: 2.2799315452575684 (2.198876187497495) | > grad_norm_0: tensor(11.5962, device='cuda:0') (tensor(15.7325, device='cuda:0')) | > loss_gen: 2.477215528488159 (2.689055578381407) | > loss_kl: 1.4859435558319092 (1.4190907197840068) | > loss_feat: 7.639058589935303 (7.382935341666727) | > loss_mel: 20.375707626342773 (20.94997765971166) | > loss_duration: 2.114168167114258 (2.1351926093008) | > loss_1: 34.09209442138672 (34.57625177794814) | > grad_norm_1: tensor(208.6331, device='cuda:0') (tensor(193.9394, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.3898 (0.3649969486629261) | > loader_time: 0.0044 (0.0038816157509298887)  --> TIME: 2024-06-10 16:41:29 -- STEP: 229/330 -- GLOBAL_STEP: 101100 | > loss_disc: 2.1660661697387695 (2.192602562071456) | > loss_disc_real_0: 0.08263842761516571 (0.11214981041035277) | > loss_disc_real_1: 0.14963702857494354 (0.20358411323555697) | > loss_disc_real_2: 0.16067560017108917 (0.2104748380106089) | > loss_disc_real_3: 0.21829167008399963 (0.21371753689503561) | > loss_disc_real_4: 0.19666820764541626 (0.20551002214308908) | > loss_disc_real_5: 0.20068281888961792 (0.2072712801819806) | > loss_0: 2.1660661697387695 (2.192602562071456) | > grad_norm_0: tensor(12.0116, device='cuda:0') (tensor(15.3292, device='cuda:0')) | > loss_gen: 2.692565679550171 (2.694825765867941) | > loss_kl: 1.4789155721664429 (1.42040355497052) | > loss_feat: 7.582777976989746 (7.408917872666271) | > loss_mel: 21.660024642944336 (20.934649371684387) | > loss_duration: 2.214637279510498 (2.1414387330217655) | > loss_1: 35.62892150878906 (34.60023521856452) | > grad_norm_1: tensor(299.1299, device='cuda:0') (tensor(189.3344, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.4004 (0.36856546360332365) | > loader_time: 0.0057 (0.004009740321396742)  --> TIME: 2024-06-10 16:41:39 -- STEP: 254/330 -- GLOBAL_STEP: 101125 | > loss_disc: 1.9785631895065308 (2.1965011729030177) | > loss_disc_real_0: 0.090159110724926 (0.11189376127238818) | > loss_disc_real_1: 0.1617269366979599 (0.2040061754739191) | > loss_disc_real_2: 0.1982867419719696 (0.21161492151303554) | > loss_disc_real_3: 0.2083417922258377 (0.21441836091946426) | > loss_disc_real_4: 0.18983754515647888 (0.20639668950649698) | > loss_disc_real_5: 0.20382700860500336 (0.20761460024775488) | > loss_0: 1.9785631895065308 (2.1965011729030177) | > grad_norm_0: tensor(20.5524, device='cuda:0') (tensor(16.5127, device='cuda:0')) | > loss_gen: 3.082221269607544 (2.6969211683498586) | > loss_kl: 1.5115532875061035 (1.4206945487833393) | > loss_feat: 8.455002784729004 (7.415486313226655) | > loss_mel: 20.38926887512207 (20.882129368819598) | > loss_duration: 2.155662775039673 (2.146479335356885) | > loss_1: 35.59370803833008 (34.56171059796193) | > grad_norm_1: tensor(196.8087, device='cuda:0') (tensor(199.7506, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.4226 (0.3732652833142618) | > loader_time: 0.0049 (0.004147367214593363)  --> TIME: 2024-06-10 16:41:50 -- STEP: 279/330 -- GLOBAL_STEP: 101150 | > loss_disc: 2.225374937057495 (2.199100847739901) | > loss_disc_real_0: 0.07024869322776794 (0.11214183768971847) | > loss_disc_real_1: 0.2715129554271698 (0.20483237739959503) | > loss_disc_real_2: 0.18332065641880035 (0.2120329315196656) | > loss_disc_real_3: 0.18683265149593353 (0.21391776145359093) | > loss_disc_real_4: 0.2282482385635376 (0.2065243472655614) | > loss_disc_real_5: 0.2034810483455658 (0.20732956206072195) | > loss_0: 2.225374937057495 (2.199100847739901) | > grad_norm_0: tensor(14.4027, device='cuda:0') (tensor(17.8358, device='cuda:0')) | > loss_gen: 2.59714674949646 (2.703229932374851) | > loss_kl: 1.5443127155303955 (1.4204038360212863) | > loss_feat: 7.724881649017334 (7.447696802009391) | > loss_mel: 20.5825252532959 (20.863106416545037) | > loss_duration: 2.2224178314208984 (2.1537393557982636) | > loss_1: 34.67127990722656 (34.58817620773045) | > grad_norm_1: tensor(172.4927, device='cuda:0') (tensor(207.2706, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.4282 (0.37850794228174345) | > loader_time: 0.0061 (0.004289034019661633)  --> TIME: 2024-06-10 16:42:02 -- STEP: 304/330 -- GLOBAL_STEP: 101175 | > loss_disc: 2.240389823913574 (2.199388667941095) | > loss_disc_real_0: 0.08947163075208664 (0.11123407483836145) | > loss_disc_real_1: 0.2108689546585083 (0.20490429780789118) | > loss_disc_real_2: 0.14823466539382935 (0.21193186115277451) | > loss_disc_real_3: 0.1401883363723755 (0.21454322960619865) | > loss_disc_real_4: 0.15404687821865082 (0.2069981717259476) | > loss_disc_real_5: 0.1384878158569336 (0.2075616753120956) | > loss_0: 2.240389823913574 (2.199388667941095) | > grad_norm_0: tensor(18.8336, device='cuda:0') (tensor(18.4183, device='cuda:0')) | > loss_gen: 2.3974831104278564 (2.70657940836329) | > loss_kl: 1.520259976387024 (1.4215687901565899) | > loss_feat: 8.799938201904297 (7.481870262246383) | > loss_mel: 20.707014083862305 (20.816426346176545) | > loss_duration: 2.2690176963806152 (2.1627975992466277) | > loss_1: 35.69371032714844 (34.58924225756999) | > grad_norm_1: tensor(121.4681, device='cuda:0') (tensor(215.3401, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.4826 (0.3853066657718858) | > loader_time: 0.0062 (0.004457430619942514)  --> TIME: 2024-06-10 16:42:30 -- STEP: 329/330 -- GLOBAL_STEP: 101200 | > loss_disc: 2.2615160942077637 (2.2052177716171153) | > loss_disc_real_0: 0.18412119150161743 (0.11212508465336087) | > loss_disc_real_1: 0.3305729925632477 (0.20654422946070475) | > loss_disc_real_2: 0.18959082663059235 (0.21248326475497084) | > loss_disc_real_3: 0.18575072288513184 (0.2141994216612407) | > loss_disc_real_4: 0.19002105295658112 (0.20695606503624323) | > loss_disc_real_5: 0.17538216710090637 (0.20717447801382707) | > loss_0: 2.2615160942077637 (2.2052177716171153) | > grad_norm_0: tensor(30.1539, device='cuda:0') (tensor(18.6133, device='cuda:0')) | > loss_gen: 2.729562997817993 (2.705080511359819) | > loss_kl: 1.7865359783172607 (1.431599058641126) | > loss_feat: 10.35310173034668 (7.593724585594015) | > loss_mel: 20.377981185913086 (20.788584433790398) | > loss_duration: 2.30191707611084 (2.175495570191496) | > loss_1: 37.549102783203125 (34.694484061383214) | > grad_norm_1: tensor(224.7508, device='cuda:0') (tensor(221.6065, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 13.6654 (0.4387904597633152) | > loader_time: 0.0329 (0.004879984812171263)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.47945237159729 (2.47945237159729) | > loss_disc_real_0: 0.09137359261512756 (0.09137359261512756) | > loss_disc_real_1: 0.3438072204589844 (0.3438072204589844) | > loss_disc_real_2: 0.22888465225696564 (0.22888465225696564) | > loss_disc_real_3: 0.37309977412223816 (0.37309977412223816) | > loss_disc_real_4: 0.30086222290992737 (0.30086222290992737) | > loss_disc_real_5: 0.33583152294158936 (0.33583152294158936) | > loss_0: 2.47945237159729 (2.47945237159729) | > loss_gen: 2.929006814956665 (2.929006814956665) | > loss_kl: 1.6496484279632568 (1.6496484279632568) | > loss_feat: 6.398550033569336 (6.398550033569336) | > loss_mel: 20.293718338012695 (20.293718338012695) | > loss_duration: 2.898366689682007 (2.898366689682007) | > loss_1: 34.169288635253906 (34.169288635253906)  --> STEP: 1 | > loss_disc: 2.603841781616211 (2.603841781616211) | > loss_disc_real_0: 0.10046035051345825 (0.10046035051345825) | > loss_disc_real_1: 0.2631339728832245 (0.2631339728832245) | > loss_disc_real_2: 0.3238893151283264 (0.3238893151283264) | > loss_disc_real_3: 0.3140740394592285 (0.3140740394592285) | > loss_disc_real_4: 0.3151244521141052 (0.3151244521141052) | > loss_disc_real_5: 0.2862146198749542 (0.2862146198749542) | > loss_0: 2.603841781616211 (2.603841781616211) | > loss_gen: 2.541529417037964 (2.541529417037964) | > loss_kl: 1.9941625595092773 (1.9941625595092773) | > loss_feat: 4.50455904006958 (4.50455904006958) | > loss_mel: 20.58591079711914 (20.58591079711914) | > loss_duration: 2.287224292755127 (2.287224292755127) | > loss_1: 31.91338539123535 (31.91338539123535)  --> STEP: 2 | > loss_disc: 2.835531234741211 (2.719686508178711) | > loss_disc_real_0: 0.21103742718696594 (0.1557488888502121) | > loss_disc_real_1: 0.4790829122066498 (0.37110844254493713) | > loss_disc_real_2: 0.41454195976257324 (0.36921563744544983) | > loss_disc_real_3: 0.29033908247947693 (0.3022065609693527) | > loss_disc_real_4: 0.2999686300754547 (0.30754654109477997) | > loss_disc_real_5: 0.2907145619392395 (0.28846459090709686) | > loss_0: 2.835531234741211 (2.719686508178711) | > loss_gen: 2.867818832397461 (2.7046741247177124) | > loss_kl: 1.2927155494689941 (1.6434390544891357) | > loss_feat: 5.4509782791137695 (4.977768659591675) | > loss_mel: 19.836896896362305 (20.211403846740723) | > loss_duration: 2.3639004230499268 (2.325562357902527) | > loss_1: 31.81231117248535 (31.86284828186035)  --> STEP: 3 | > loss_disc: 2.292201042175293 (2.5771913528442383) | > loss_disc_real_0: 0.08167708665132523 (0.13105828811724982) | > loss_disc_real_1: 0.30799007415771484 (0.35006898641586304) | > loss_disc_real_2: 0.24028049409389496 (0.3262372563282649) | > loss_disc_real_3: 0.2882012128829956 (0.2975381116072337) | > loss_disc_real_4: 0.3389076590538025 (0.3180002470811208) | > loss_disc_real_5: 0.28441140055656433 (0.28711352745691937) | > loss_0: 2.292201042175293 (2.5771913528442383) | > loss_gen: 2.982551336288452 (2.797299861907959) | > loss_kl: 1.5132192373275757 (1.6000324487686157) | > loss_feat: 7.71685266494751 (5.890796661376953) | > loss_mel: 21.380691528320312 (20.601166407267254) | > loss_duration: 2.1333260536193848 (2.261483589808146) | > loss_1: 35.72664260864258 (33.150779724121094)  --> STEP: 4 | > loss_disc: 2.0449721813201904 (2.4441365599632263) | > loss_disc_real_0: 0.06414280831813812 (0.11432941816747189) | > loss_disc_real_1: 0.3412734270095825 (0.3478700965642929) | > loss_disc_real_2: 0.23658321797847748 (0.303823746740818) | > loss_disc_real_3: 0.28399422764778137 (0.2941521406173706) | > loss_disc_real_4: 0.2655424177646637 (0.30488578975200653) | > loss_disc_real_5: 0.2751968502998352 (0.2841343581676483) | > loss_0: 2.0449721813201904 (2.4441365599632263) | > loss_gen: 3.5052249431610107 (2.974281132221222) | > loss_kl: 1.3823331594467163 (1.5456076264381409) | > loss_feat: 8.540873527526855 (6.553315877914429) | > loss_mel: 21.974700927734375 (20.944550037384033) | > loss_duration: 2.2717080116271973 (2.264039695262909) | > loss_1: 37.674842834472656 (34.281795501708984)  --> STEP: 5 | > loss_disc: 2.140090227127075 (2.383327293395996) | > loss_disc_real_0: 0.12910136580467224 (0.11728380769491195) | > loss_disc_real_1: 0.37307846546173096 (0.3529117703437805) | > loss_disc_real_2: 0.24657310545444489 (0.2923736184835434) | > loss_disc_real_3: 0.27341121435165405 (0.2900039553642273) | > loss_disc_real_4: 0.1963510811328888 (0.283178848028183) | > loss_disc_real_5: 0.22036097943782806 (0.27137968242168425) | > loss_0: 2.140090227127075 (2.383327293395996) | > loss_gen: 3.4847209453582764 (3.0763690948486326) | > loss_kl: 1.0756847858428955 (1.4516230583190919) | > loss_feat: 6.188613414764404 (6.4803753852844235) | > loss_mel: 20.232919692993164 (20.80222396850586) | > loss_duration: 2.3122026920318604 (2.2736722946166994) | > loss_1: 33.29414367675781 (34.08426513671875)  --> STEP: 6 | > loss_disc: 2.7780041694641113 (2.449106772740682) | > loss_disc_real_0: 0.11280684173107147 (0.11653764670093854) | > loss_disc_real_1: 0.3500937819480896 (0.35244210561116535) | > loss_disc_real_2: 0.31346258521080017 (0.2958884462714195) | > loss_disc_real_3: 0.3891279399394989 (0.3065246194601059) | > loss_disc_real_4: 0.4077087640762329 (0.3039338340361913) | > loss_disc_real_5: 0.45088234543800354 (0.30129679292440414) | > loss_0: 2.7780041694641113 (2.449106772740682) | > loss_gen: 2.924283266067505 (3.051021456718445) | > loss_kl: 0.9248655438423157 (1.363830139239629) | > loss_feat: 4.668336391448975 (6.178368886311849) | > loss_mel: 20.095212936401367 (20.684388796488445) | > loss_duration: 2.121551513671875 (2.248318831125895) | > loss_1: 30.734251022338867 (33.52592945098877)  --> STEP: 7 | > loss_disc: 1.9153451919555664 (2.3728551183428084) | > loss_disc_real_0: 0.1068793535232544 (0.11515789053269795) | > loss_disc_real_1: 0.306323379278183 (0.345853716135025) | > loss_disc_real_2: 0.18066096305847168 (0.2794273772409984) | > loss_disc_real_3: 0.1318407505750656 (0.28156978104795727) | > loss_disc_real_4: 0.18258868157863617 (0.28659881225654055) | > loss_disc_real_5: 0.1599290519952774 (0.2811014013631003) | > loss_0: 1.9153451919555664 (2.3728551183428084) | > loss_gen: 2.837207794189453 (3.0204766477857317) | > loss_kl: 1.6659374237060547 (1.4069883227348328) | > loss_feat: 7.732364654541016 (6.400368281773159) | > loss_mel: 22.973011016845703 (21.011334827968053) | > loss_duration: 2.3310329914093018 (2.26013513973781) | > loss_1: 37.539554595947266 (34.099304471697124)  --> STEP: 8 | > loss_disc: 2.3342084884643555 (2.3680242896080017) | > loss_disc_real_0: 0.08921869099140167 (0.11191549059003592) | > loss_disc_real_1: 0.3138159215450287 (0.3418489918112755) | > loss_disc_real_2: 0.3000680208206177 (0.2820074576884508) | > loss_disc_real_3: 0.28534746170043945 (0.28204199112951756) | > loss_disc_real_4: 0.2696705162525177 (0.2844827752560377) | > loss_disc_real_5: 0.2778378129005432 (0.2806934528052807) | > loss_0: 2.3342084884643555 (2.3680242896080017) | > loss_gen: 3.128992795944214 (3.034041166305542) | > loss_kl: 2.2280945777893066 (1.509626604616642) | > loss_feat: 6.523120880126953 (6.415712356567383) | > loss_mel: 19.098825454711914 (20.772271156311035) | > loss_duration: 2.176760673522949 (2.2497133314609528) | > loss_1: 33.155792236328125 (33.981365442276)  --> STEP: 9 | > loss_disc: 2.4938058853149414 (2.3820000224643283) | > loss_disc_real_0: 0.1694945991039276 (0.11831316931380166) | > loss_disc_real_1: 0.27494707703590393 (0.3344154457251231) | > loss_disc_real_2: 0.2776913046836853 (0.28152788513236576) | > loss_disc_real_3: 0.39734897017478943 (0.2948538776901033) | > loss_disc_real_4: 0.29330694675445557 (0.28546323875586194) | > loss_disc_real_5: 0.31526365876197815 (0.2845345868004693) | > loss_0: 2.4938058853149414 (2.3820000224643283) | > loss_gen: 2.9854397773742676 (3.028641011979845) | > loss_kl: 1.0203479528427124 (1.4552623099750943) | > loss_feat: 6.832829475402832 (6.462058703104655) | > loss_mel: 22.56520652770996 (20.971486197577583) | > loss_duration: 2.099215507507324 (2.232991351021661) | > loss_1: 35.5030403137207 (34.15044042799208)  --> STEP: 10 | > loss_disc: 2.8240103721618652 (2.426201057434082) | > loss_disc_real_0: 0.1789085865020752 (0.12437271103262901) | > loss_disc_real_1: 0.4878731071949005 (0.34976121187210085) | > loss_disc_real_2: 0.40715664625167847 (0.294090761244297) | > loss_disc_real_3: 0.35658228397369385 (0.3010267183184624) | > loss_disc_real_4: 0.34418752789497375 (0.2913356676697731) | > loss_disc_real_5: 0.34746959805488586 (0.29082808792591097) | > loss_0: 2.8240103721618652 (2.426201057434082) | > loss_gen: 3.0306320190429688 (3.028840112686157) | > loss_kl: 1.551953911781311 (1.464931470155716) | > loss_feat: 4.51617956161499 (6.267470788955689) | > loss_mel: 20.228511810302734 (20.8971887588501) | > loss_duration: 2.220439910888672 (2.2317362070083617) | > loss_1: 31.547718048095703 (33.89016819000244)  --> STEP: 11 | > loss_disc: 2.0042765140533447 (2.387844280763106) | > loss_disc_real_0: 0.07633569836616516 (0.1200057098811323) | > loss_disc_real_1: 0.38375499844551086 (0.3528515561060472) | > loss_disc_real_2: 0.22945131361484528 (0.2882144478234378) | > loss_disc_real_3: 0.2632867395877838 (0.29759581116112793) | > loss_disc_real_4: 0.23831908404827118 (0.28651597824963654) | > loss_disc_real_5: 0.23988749086856842 (0.28619712455706164) | > loss_0: 2.0042765140533447 (2.387844280763106) | > loss_gen: 3.6703553199768066 (3.087159676985307) | > loss_kl: 1.9730390310287476 (1.5111230665987188) | > loss_feat: 8.702859878540039 (6.488869797099721) | > loss_mel: 21.225852966308594 (20.927067323164508) | > loss_duration: 2.4151699542999268 (2.248412002216686) | > loss_1: 37.98727798461914 (34.26263271678578)  --> STEP: 12 | > loss_disc: 2.412827491760254 (2.3899262150128684) | > loss_disc_real_0: 0.161005437374115 (0.12342235383888085) | > loss_disc_real_1: 0.3136845827102661 (0.3495876416563988) | > loss_disc_real_2: 0.2655749022960663 (0.28632781902949017) | > loss_disc_real_3: 0.22075174748897552 (0.29119213918844855) | > loss_disc_real_4: 0.21097998321056366 (0.28022131199638045) | > loss_disc_real_5: 0.21425551176071167 (0.2802019901573658) | > loss_0: 2.412827491760254 (2.3899262150128684) | > loss_gen: 2.3749451637268066 (3.0278084675470986) | > loss_kl: 1.3487575054168701 (1.497592603166898) | > loss_feat: 4.98837947845459 (6.363828937212626) | > loss_mel: 18.569612503051758 (20.730612754821777) | > loss_duration: 2.158958673477173 (2.24095755815506) | > loss_1: 29.44065284729004 (33.86080106099447)  --> STEP: 13 | > loss_disc: 2.546861171722412 (2.401998134759756) | > loss_disc_real_0: 0.17896805703639984 (0.12769510023869002) | > loss_disc_real_1: 0.39129894971847534 (0.35279620381502) | > loss_disc_real_2: 0.3422751724720001 (0.29063146160199094) | > loss_disc_real_3: 0.25622808933258057 (0.2885025968918433) | > loss_disc_real_4: 0.24427761137485504 (0.2774564119485708) | > loss_disc_real_5: 0.32226675748825073 (0.2834377414905108) | > loss_0: 2.546861171722412 (2.401998134759756) | > loss_gen: 2.8977630138397217 (3.01780497110807) | > loss_kl: 1.6330891847610474 (1.5080154171356788) | > loss_feat: 6.099050045013428 (6.34346133012038) | > loss_mel: 20.043882369995117 (20.677787340604343) | > loss_duration: 2.080160140991211 (2.228588526065533) | > loss_1: 32.753944396972656 (33.7756582406851)  --> STEP: 14 | > loss_disc: 2.100203514099121 (2.3804413761411394) | > loss_disc_real_0: 0.04914415627717972 (0.12208431852715355) | > loss_disc_real_1: 0.30969229340553284 (0.34971735307148527) | > loss_disc_real_2: 0.3041718602180481 (0.2915986329317093) | > loss_disc_real_3: 0.32331812381744385 (0.29098942024367197) | > loss_disc_real_4: 0.22353386878967285 (0.2736048017229352) | > loss_disc_real_5: 0.26776546239852905 (0.2823182929839407) | > loss_0: 2.100203514099121 (2.3804413761411394) | > loss_gen: 3.432034730911255 (3.0473928110940114) | > loss_kl: 2.0468993186950684 (1.5465071243899209) | > loss_feat: 7.841080665588379 (6.450434139796665) | > loss_mel: 21.839786529541016 (20.76078728267125) | > loss_duration: 2.379500389099121 (2.2393679448536465) | > loss_1: 37.539302825927734 (34.044489996773855)  --> STEP: 15 | > loss_disc: 2.605217933654785 (2.3954264799753826) | > loss_disc_real_0: 0.21635466814041138 (0.12836900850137076) | > loss_disc_real_1: 0.4293765127658844 (0.3550279637177785) | > loss_disc_real_2: 0.34256845712661743 (0.2949966212113698) | > loss_disc_real_3: 0.36018675565719604 (0.2956025759379069) | > loss_disc_real_4: 0.32911962270736694 (0.27730578978856396) | > loss_disc_real_5: 0.30428507924079895 (0.2837827454010646) | > loss_0: 2.605217933654785 (2.3954264799753826) | > loss_gen: 3.406409502029419 (3.071327257156372) | > loss_kl: 1.6832786798477173 (1.5556252280871072) | > loss_feat: 8.162069320678711 (6.564543151855469) | > loss_mel: 22.165599822998047 (20.854441452026368) | > loss_duration: 2.244433641433716 (2.2397056579589845) | > loss_1: 37.66179275512695 (34.28564351399739)  --> STEP: 16 | > loss_disc: 2.243490695953369 (2.3859304934740067) | > loss_disc_real_0: 0.13581690192222595 (0.1288345018401742) | > loss_disc_real_1: 0.4812747836112976 (0.36291838996112347) | > loss_disc_real_2: 0.3005170524120331 (0.2953416481614113) | > loss_disc_real_3: 0.22829535603523254 (0.29139587469398975) | > loss_disc_real_4: 0.216591015458107 (0.2735111163929104) | > loss_disc_real_5: 0.20132224261760712 (0.27862896397709846) | > loss_0: 2.243490695953369 (2.3859304934740067) | > loss_gen: 3.3910322189331055 (3.091308817267418) | > loss_kl: 1.541735053062439 (1.5547570921480656) | > loss_feat: 8.485419273376465 (6.684597909450531) | > loss_mel: 20.01616096496582 (20.802048921585083) | > loss_duration: 2.3373234272003174 (2.2458067685365677) | > loss_1: 35.771671295166016 (34.378520250320435)  --> STEP: 17 | > loss_disc: 2.731010913848877 (2.406229341731352) | > loss_disc_real_0: 0.2156527042388916 (0.13394145492245169) | > loss_disc_real_1: 0.43728920817375183 (0.367293143973631) | > loss_disc_real_2: 0.30632176995277405 (0.2959875376785503) | > loss_disc_real_3: 0.28717830777168274 (0.29114778252208934) | > loss_disc_real_4: 0.39723220467567444 (0.28078882746836714) | > loss_disc_real_5: 0.3472597897052765 (0.28266607137287364) | > loss_0: 2.731010913848877 (2.406229341731352) | > loss_gen: 3.0752668380737305 (3.090365171432495) | > loss_kl: 1.4752713441848755 (1.5500814599149368) | > loss_feat: 5.166747093200684 (6.595312567318187) | > loss_mel: 20.142942428588867 (20.763277951408835) | > loss_duration: 2.348097085952759 (2.2518238460316375) | > loss_1: 32.20832824707031 (34.250861897188074)  --> STEP: 18 | > loss_disc: 1.7935619354248047 (2.3721922636032104) | > loss_disc_real_0: 0.07970018684864044 (0.1309280511405733) | > loss_disc_real_1: 0.17811353504657745 (0.3567831656999058) | > loss_disc_real_2: 0.2067568600177765 (0.29103027780850727) | > loss_disc_real_3: 0.17516383528709412 (0.28470422989792293) | > loss_disc_real_4: 0.1612536609172821 (0.2741479848821957) | > loss_disc_real_5: 0.21245500445365906 (0.2787654565440284) | > loss_0: 1.7935619354248047 (2.3721922636032104) | > loss_gen: 3.234440565109253 (3.0983693599700928) | > loss_kl: 1.8661469221115112 (1.5676406522591908) | > loss_feat: 9.322033882141113 (6.74679708480835) | > loss_mel: 25.82917594909668 (21.04471672905816) | > loss_duration: 2.2072811126708984 (2.249349249733819) | > loss_1: 42.459075927734375 (34.70687378777398)  --> STEP: 19 | > loss_disc: 2.1963963508605957 (2.362939847143073) | > loss_disc_real_0: 0.10814136266708374 (0.12972875174723172) | > loss_disc_real_1: 0.39723363518714905 (0.35891213777818176) | > loss_disc_real_2: 0.2664400637149811 (0.2897360560141112) | > loss_disc_real_3: 0.23882396519184113 (0.2822894791239186) | > loss_disc_real_4: 0.20342262089252472 (0.27042559730379195) | > loss_disc_real_5: 0.20758825540542603 (0.2750192880630493) | > loss_0: 2.1963963508605957 (2.362939847143073) | > loss_gen: 3.1031556129455566 (3.098621268021433) | > loss_kl: 1.3952884674072266 (1.5585694846354032) | > loss_feat: 7.168237686157227 (6.76897816908987) | > loss_mel: 22.15924072265625 (21.103375886615954) | > loss_duration: 2.2707133293151855 (2.2504736749749434) | > loss_1: 36.09663772583008 (34.78001925819799)  --> STEP: 20 | > loss_disc: 2.6507110595703125 (2.377328407764435) | > loss_disc_real_0: 0.16976037621498108 (0.1317303329706192) | > loss_disc_real_1: 0.4581314027309418 (0.36387310102581977) | > loss_disc_real_2: 0.30840498208999634 (0.29066950231790545) | > loss_disc_real_3: 0.34460121393203735 (0.2854050658643245) | > loss_disc_real_4: 0.34930187463760376 (0.2743694111704825) | > loss_disc_real_5: 0.317638099193573 (0.2771502286195755) | > loss_0: 2.6507110595703125 (2.377328407764435) | > loss_gen: 3.2633728981018066 (3.1068588495254517) | > loss_kl: 1.8419548273086548 (1.5727387517690659) | > loss_feat: 6.452320098876953 (6.7531452655792235) | > loss_mel: 22.253129959106445 (21.160863590240478) | > loss_duration: 2.3059275150299072 (2.2532463669776917) | > loss_1: 36.11670684814453 (34.84685363769532)  --> STEP: 21 | > loss_disc: 1.9410614967346191 (2.356553792953491) | > loss_disc_real_0: 0.15100249648094177 (0.13264805504253932) | > loss_disc_real_1: 0.40096479654312134 (0.36563937224092935) | > loss_disc_real_2: 0.26346656680107117 (0.2893741244361514) | > loss_disc_real_3: 0.15323464572429657 (0.279111236333847) | > loss_disc_real_4: 0.19979073107242584 (0.2708180454515275) | > loss_disc_real_5: 0.14537577331066132 (0.27087525455724626) | > loss_0: 1.9410614967346191 (2.356553792953491) | > loss_gen: 3.2759149074554443 (3.1149091379983083) | > loss_kl: 1.689022421836853 (1.5782760693913414) | > loss_feat: 6.689288139343262 (6.750104450044178) | > loss_mel: 19.532472610473633 (21.083321162632533) | > loss_duration: 2.196078062057495 (2.2505240667433966) | > loss_1: 33.382774353027344 (34.77713557652065)  --> STEP: 22 | > loss_disc: 2.412808895111084 (2.3591108430515635) | > loss_disc_real_0: 0.14716023206710815 (0.133307699452747) | > loss_disc_real_1: 0.2824608087539673 (0.3618585284460674) | > loss_disc_real_2: 0.23569443821907043 (0.28693413869901135) | > loss_disc_real_3: 0.2678695023059845 (0.2786002484234896) | > loss_disc_real_4: 0.23398824036121368 (0.2691439634019678) | > loss_disc_real_5: 0.24071314930915833 (0.2695042497732423) | > loss_0: 2.412808895111084 (2.3591108430515635) | > loss_gen: 2.576399087905884 (3.090431408448653) | > loss_kl: 1.5706400871276855 (1.5779289792884479) | > loss_feat: 6.6276984214782715 (6.744540539654818) | > loss_mel: 18.032642364501953 (20.944653944535688) | > loss_duration: 2.148207902908325 (2.2458733320236206) | > loss_1: 30.95558738708496 (34.60342884063721)  --> STEP: 23 | > loss_disc: 2.3878977298736572 (2.360362446826437) | > loss_disc_real_0: 0.1498311311006546 (0.13402610952439514) | > loss_disc_real_1: 0.40557846426963806 (0.3637593952210053) | > loss_disc_real_2: 0.26084211468696594 (0.2857997028724007) | > loss_disc_real_3: 0.25716206431388855 (0.27766815346220264) | > loss_disc_real_4: 0.3030388057231903 (0.27061765219854267) | > loss_disc_real_5: 0.2911735475063324 (0.27044639315294183) | > loss_0: 2.3878977298736572 (2.360362446826437) | > loss_gen: 3.342345952987671 (3.101384214732958) | > loss_kl: 1.9627529382705688 (1.5946604557659314) | > loss_feat: 6.72368049621582 (6.743633581244427) | > loss_mel: 21.237224578857422 (20.957374406897504) | > loss_duration: 2.2776079177856445 (2.2472530966219693) | > loss_1: 35.543609619140625 (34.64430626578953)  --> STEP: 24 | > loss_disc: 2.3646280765533447 (2.3605401813983913) | > loss_disc_real_0: 0.09327738732099533 (0.13232824609925348) | > loss_disc_real_1: 0.4784621000289917 (0.36853867458800477) | > loss_disc_real_2: 0.2682524621486664 (0.2850685678422451) | > loss_disc_real_3: 0.30070194602012634 (0.2786278948187828) | > loss_disc_real_4: 0.28111186623573303 (0.27105491111675895) | > loss_disc_real_5: 0.30712923407554626 (0.27197484485805035) | > loss_0: 2.3646280765533447 (2.3605401813983913) | > loss_gen: 3.4798035621643066 (3.1171516875425973) | > loss_kl: 1.7572649717330933 (1.6014356439312298) | > loss_feat: 6.900638103485107 (6.750175436337789) | > loss_mel: 20.005094528198242 (20.917696078618366) | > loss_duration: 2.397078275680542 (2.253495812416076) | > loss_1: 34.53988265991211 (34.639955282211304)  --> STEP: 25 | > loss_disc: 2.6436069011688232 (2.3718628501892085) | > loss_disc_real_0: 0.10082058608531952 (0.13106793969869612) | > loss_disc_real_1: 0.33310896158218384 (0.3671214860677719) | > loss_disc_real_2: 0.24616698920726776 (0.283512504696846) | > loss_disc_real_3: 0.22226548194885254 (0.2763733983039856) | > loss_disc_real_4: 0.2548644244670868 (0.27040729165077204) | > loss_disc_real_5: 0.21956965327262878 (0.2698786371946335) | > loss_0: 2.6436069011688232 (2.3718628501892085) | > loss_gen: 2.0959646701812744 (3.0763042068481443) | > loss_kl: 1.299729347229004 (1.5893673920631408) | > loss_feat: 4.60093355178833 (6.66420576095581) | > loss_mel: 16.542551040649414 (20.74269027709961) | > loss_duration: 2.3672523498535156 (2.2580460739135737) | > loss_1: 26.906431198120117 (34.33061431884766)  --> STEP: 26 | > loss_disc: 2.6914215087890625 (2.3841535678276644) | > loss_disc_real_0: 0.13309377431869507 (0.13114585641484994) | > loss_disc_real_1: 0.1412612795829773 (0.35843455504912597) | > loss_disc_real_2: 0.25719988346099854 (0.2825004808031596) | > loss_disc_real_3: 0.22114229202270508 (0.2742491249854748) | > loss_disc_real_4: 0.22267137467861176 (0.2685712948441505) | > loss_disc_real_5: 0.22152255475521088 (0.26801878787004035) | > loss_0: 2.6914215087890625 (2.3841535678276644) | > loss_gen: 1.725001335144043 (3.02433101947491) | > loss_kl: 1.3277970552444458 (1.579306994493191) | > loss_feat: 4.780364990234375 (6.591750346697294) | > loss_mel: 12.086920738220215 (20.409776064065788) | > loss_duration: 2.3047947883605957 (2.2598441013923054) | > loss_1: 22.22488021850586 (33.865009161142204) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022562100337101864 (+3.492832183837804e-05) | > avg_loss_disc: 2.3841535678276644 (+0.19721205417926457) | > avg_loss_disc_real_0: 0.13114585641484994 (+0.05118569531119786) | > avg_loss_disc_real_1: 0.35843455504912597 (+0.1352437542608151) | > avg_loss_disc_real_2: 0.2825004808031596 (-0.02364619305500615) | > avg_loss_disc_real_3: 0.2742491249854748 (+0.025333816042313217) | > avg_loss_disc_real_4: 0.2685712948441505 (+0.03870578683339626) | > avg_loss_disc_real_5: 0.26801878787004035 (+0.025670610081691136) | > avg_loss_0: 2.3841535678276644 (+0.19721205417926457) | > avg_loss_gen: 3.02433101947491 (+0.14475363951462938) | > avg_loss_kl: 1.579306994493191 (+0.047762075295815) | > avg_loss_feat: 6.591750346697294 (-0.9924157032599812) | > avg_loss_mel: 20.409776064065788 (-0.820249080657959) | > avg_loss_duration: 2.2598441013923054 (-0.026084276346060253) | > avg_loss_1: 33.865009161142204 (-1.6462326049804688)  > EPOCH: 40/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:42:35)   --> TIME: 2024-06-10 16:42:44 -- STEP: 24/330 -- GLOBAL_STEP: 101225 | > loss_disc: 2.3121774196624756 (2.2718563675880428) | > loss_disc_real_0: 0.1336824893951416 (0.12130720354616642) | > loss_disc_real_1: 0.2024230659008026 (0.19363059444973865) | > loss_disc_real_2: 0.21777763962745667 (0.2196022936453422) | > loss_disc_real_3: 0.22048333287239075 (0.22001784791549048) | > loss_disc_real_4: 0.21147356927394867 (0.21785389259457588) | > loss_disc_real_5: 0.22867728769779205 (0.21386120716730753) | > loss_0: 2.3121774196624756 (2.2718563675880428) | > grad_norm_0: tensor(7.9500, device='cuda:0') (tensor(15.7863, device='cuda:0')) | > loss_gen: 2.4244778156280518 (2.55455814798673) | > loss_kl: 1.4939327239990234 (1.465410202741623) | > loss_feat: 6.319579124450684 (6.761542777220408) | > loss_mel: 20.4085636138916 (20.98653523127238) | > loss_duration: 2.0990118980407715 (2.2231597105662027) | > loss_1: 32.745567321777344 (33.99120632807414) | > grad_norm_1: tensor(262.3539, device='cuda:0') (tensor(153.3404, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.3521 (0.34235809246699017) | > loader_time: 0.003 (0.0031640231609344482)  --> TIME: 2024-06-10 16:42:53 -- STEP: 49/330 -- GLOBAL_STEP: 101250 | > loss_disc: 2.2243642807006836 (2.230272969421075) | > loss_disc_real_0: 0.11977884918451309 (0.12023394904574569) | > loss_disc_real_1: 0.20799504220485687 (0.19737267114069998) | > loss_disc_real_2: 0.16166213154792786 (0.21798507595548824) | > loss_disc_real_3: 0.22012250125408173 (0.21415577646420927) | > loss_disc_real_4: 0.22020336985588074 (0.20875979899143687) | > loss_disc_real_5: 0.2392842024564743 (0.20917266120716016) | > loss_0: 2.2243642807006836 (2.230272969421075) | > grad_norm_0: tensor(17.2612, device='cuda:0') (tensor(14.3911, device='cuda:0')) | > loss_gen: 2.6214263439178467 (2.621577058519636) | > loss_kl: 1.5154110193252563 (1.4657408412621946) | > loss_feat: 6.396149158477783 (6.962940556662423) | > loss_mel: 19.868650436401367 (20.946509536431762) | > loss_duration: 2.0681920051574707 (2.163583229999152) | > loss_1: 32.46982955932617 (34.160351266666325) | > grad_norm_1: tensor(199.3797, device='cuda:0') (tensor(156.7371, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.3516 (0.3433345629244435) | > loader_time: 0.0034 (0.0031903130667550223)  --> TIME: 2024-06-10 16:43:01 -- STEP: 74/330 -- GLOBAL_STEP: 101275 | > loss_disc: 2.395862579345703 (2.2238638819874947) | > loss_disc_real_0: 0.12403220683336258 (0.11655941414269241) | > loss_disc_real_1: 0.23827755451202393 (0.19958909067350464) | > loss_disc_real_2: 0.25192791223526 (0.2176045310255643) | > loss_disc_real_3: 0.259859561920166 (0.21519476114898117) | > loss_disc_real_4: 0.24105599522590637 (0.20847270094059608) | > loss_disc_real_5: 0.22897008061408997 (0.20913998158396901) | > loss_0: 2.395862579345703 (2.2238638819874947) | > grad_norm_0: tensor(10.3632, device='cuda:0') (tensor(13.4042, device='cuda:0')) | > loss_gen: 2.5025949478149414 (2.650297094035793) | > loss_kl: 1.4473124742507935 (1.4577073599841142) | > loss_feat: 6.661305904388428 (7.145755568066159) | > loss_mel: 21.02888298034668 (21.00473483833106) | > loss_duration: 2.0141966342926025 (2.1392642936191035) | > loss_1: 33.654293060302734 (34.3977592055862) | > grad_norm_1: tensor(125.1893, device='cuda:0') (tensor(162.7014, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.3415 (0.34506203677203207) | > loader_time: 0.0034 (0.0032418225262616134)  --> TIME: 2024-06-10 16:43:10 -- STEP: 99/330 -- GLOBAL_STEP: 101300 | > loss_disc: 2.1815037727355957 (2.2228942977057575) | > loss_disc_real_0: 0.15381214022636414 (0.11648744562960635) | > loss_disc_real_1: 0.21555055677890778 (0.20117408887605476) | > loss_disc_real_2: 0.23131030797958374 (0.21578578259607756) | > loss_disc_real_3: 0.20950379967689514 (0.21399337595159357) | > loss_disc_real_4: 0.19084985554218292 (0.2065602403999579) | > loss_disc_real_5: 0.1827065646648407 (0.20791234331901629) | > loss_0: 2.1815037727355957 (2.2228942977057575) | > grad_norm_0: tensor(14.9791, device='cuda:0') (tensor(13.8287, device='cuda:0')) | > loss_gen: 2.6247079372406006 (2.653659724225902) | > loss_kl: 1.4537200927734375 (1.4499306377738412) | > loss_feat: 7.373565673828125 (7.175205408924758) | > loss_mel: 21.305604934692383 (21.0277253545896) | > loss_duration: 2.1143085956573486 (2.1299465617748212) | > loss_1: 34.87190628051758 (34.43646758493752) | > grad_norm_1: tensor(308.2029, device='cuda:0') (tensor(168.8355, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.3627 (0.346475940762144) | > loader_time: 0.0036 (0.0033815244231561216)  --> TIME: 2024-06-10 16:43:20 -- STEP: 124/330 -- GLOBAL_STEP: 101325 | > loss_disc: 2.2192728519439697 (2.212750209916023) | > loss_disc_real_0: 0.09490341693162918 (0.11659958790386876) | > loss_disc_real_1: 0.20732825994491577 (0.20159690268337727) | > loss_disc_real_2: 0.20289938151836395 (0.21428185436994795) | > loss_disc_real_3: 0.21813496947288513 (0.21340252987800107) | > loss_disc_real_4: 0.21021562814712524 (0.205262640310872) | > loss_disc_real_5: 0.2237589806318283 (0.20673694185191585) | > loss_0: 2.2192728519439697 (2.212750209916023) | > grad_norm_0: tensor(7.6998, device='cuda:0') (tensor(13.4185, device='cuda:0')) | > loss_gen: 2.833505868911743 (2.673288920233327) | > loss_kl: 1.5804473161697388 (1.4545712769031525) | > loss_feat: 7.974895000457764 (7.250046960769161) | > loss_mel: 21.09246063232422 (21.050637091359786) | > loss_duration: 2.116468906402588 (2.126761076911804) | > loss_1: 35.597782135009766 (34.555305188702015) | > grad_norm_1: tensor(177.5108, device='cuda:0') (tensor(165.4566, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.373 (0.3498724910520737) | > loader_time: 0.0038 (0.003483101244895689)  --> TIME: 2024-06-10 16:43:29 -- STEP: 149/330 -- GLOBAL_STEP: 101350 | > loss_disc: 2.1090433597564697 (2.2239853951754984) | > loss_disc_real_0: 0.12221099436283112 (0.11563488246010453) | > loss_disc_real_1: 0.19060826301574707 (0.20358750019097493) | > loss_disc_real_2: 0.17750020325183868 (0.21556218168479485) | > loss_disc_real_3: 0.21079085767269135 (0.2150278521464175) | > loss_disc_real_4: 0.1983490139245987 (0.20673578057513142) | > loss_disc_real_5: 0.15898220241069794 (0.20751807723669397) | > loss_0: 2.1090433597564697 (2.2239853951754984) | > grad_norm_0: tensor(35.6759, device='cuda:0') (tensor(13.6592, device='cuda:0')) | > loss_gen: 2.638394355773926 (2.675462357949891) | > loss_kl: 1.309720754623413 (1.4506927184610563) | > loss_feat: 7.224389553070068 (7.276673800193223) | > loss_mel: 20.356542587280273 (21.07968016758861) | > loss_duration: 2.125026226043701 (2.126371860504151) | > loss_1: 33.65407180786133 (34.60888084309215) | > grad_norm_1: tensor(305.1924, device='cuda:0') (tensor(170.4687, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.377 (0.3531213142727844) | > loader_time: 0.0043 (0.003655985697803881)  --> TIME: 2024-06-10 16:43:39 -- STEP: 174/330 -- GLOBAL_STEP: 101375 | > loss_disc: 2.3550047874450684 (2.2231635389656867) | > loss_disc_real_0: 0.1782297044992447 (0.11416405276663003) | > loss_disc_real_1: 0.18729311227798462 (0.20361378022480292) | > loss_disc_real_2: 0.17493000626564026 (0.2154067371083402) | > loss_disc_real_3: 0.21936994791030884 (0.2150429762129126) | > loss_disc_real_4: 0.3072276711463928 (0.20685418326964325) | > loss_disc_real_5: 0.2443564236164093 (0.20709889639040516) | > loss_0: 2.3550047874450684 (2.2231635389656867) | > grad_norm_0: tensor(53.5966, device='cuda:0') (tensor(15.6741, device='cuda:0')) | > loss_gen: 2.799644708633423 (2.68293226313317) | > loss_kl: 1.4352006912231445 (1.4500967483410894) | > loss_feat: 7.3350114822387695 (7.292349516660318) | > loss_mel: 21.783710479736328 (21.020232913137846) | > loss_duration: 2.2082672119140625 (2.128256621031927) | > loss_1: 35.56183624267578 (34.57386798420172) | > grad_norm_1: tensor(236.9493, device='cuda:0') (tensor(182.0074, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.3786 (0.3588038230764453) | > loader_time: 0.0047 (0.0037677301757637113)  --> TIME: 2024-06-10 16:43:49 -- STEP: 199/330 -- GLOBAL_STEP: 101400 | > loss_disc: 2.192577362060547 (2.2123566021272296) | > loss_disc_real_0: 0.11748526245355606 (0.11259673565775905) | > loss_disc_real_1: 0.30989256501197815 (0.20366721428069645) | > loss_disc_real_2: 0.26755839586257935 (0.21359956586480738) | > loss_disc_real_3: 0.21111494302749634 (0.21445557063248888) | > loss_disc_real_4: 0.2317492812871933 (0.20689138740151372) | > loss_disc_real_5: 0.17964701354503632 (0.2060717707453061) | > loss_0: 2.192577362060547 (2.2123566021272296) | > grad_norm_0: tensor(34.9738, device='cuda:0') (tensor(16.9232, device='cuda:0')) | > loss_gen: 2.9237232208251953 (2.7031185039922825) | > loss_kl: 1.3111995458602905 (1.4472017144438014) | > loss_feat: 7.780367851257324 (7.3753011430328215) | > loss_mel: 19.554641723632812 (20.963415720954004) | > loss_duration: 2.2530832290649414 (2.133701416715307) | > loss_1: 33.82301712036133 (34.62273846918613) | > grad_norm_1: tensor(215.7076, device='cuda:0') (tensor(189.6033, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.3777 (0.3620978863395038) | > loader_time: 0.0046 (0.0038811848990282223)  --> TIME: 2024-06-10 16:43:59 -- STEP: 224/330 -- GLOBAL_STEP: 101425 | > loss_disc: 2.033869981765747 (2.212007437433516) | > loss_disc_real_0: 0.08687877655029297 (0.11188141559250653) | > loss_disc_real_1: 0.15621940791606903 (0.20392237620295164) | > loss_disc_real_2: 0.18812206387519836 (0.21425495077190654) | > loss_disc_real_3: 0.1794413924217224 (0.21469486770885332) | > loss_disc_real_4: 0.18338608741760254 (0.2067785207182169) | > loss_disc_real_5: 0.17158405482769012 (0.20615592485825926) | > loss_0: 2.033869981765747 (2.212007437433516) | > grad_norm_0: tensor(24.7255, device='cuda:0') (tensor(17.2585, device='cuda:0')) | > loss_gen: 2.779907464981079 (2.7042478205902243) | > loss_kl: 1.3578017950057983 (1.4443960397371227) | > loss_feat: 8.053494453430176 (7.385595679283142) | > loss_mel: 21.80251121520996 (20.93249923842293) | > loss_duration: 2.2404279708862305 (2.1384213045239466) | > loss_1: 36.2341423034668 (34.605160023484906) | > grad_norm_1: tensor(381.4592, device='cuda:0') (tensor(205.9245, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.411 (0.3655916888798985) | > loader_time: 0.0051 (0.003994286060333251)  --> TIME: 2024-06-10 16:44:09 -- STEP: 249/330 -- GLOBAL_STEP: 101450 | > loss_disc: 2.1523172855377197 (2.213830228790223) | > loss_disc_real_0: 0.1263413429260254 (0.11238141097577221) | > loss_disc_real_1: 0.23346875607967377 (0.20503584798201027) | > loss_disc_real_2: 0.20399457216262817 (0.21445951924984713) | > loss_disc_real_3: 0.2223656177520752 (0.2147631135331579) | > loss_disc_real_4: 0.19955916702747345 (0.2063952326535221) | > loss_disc_real_5: 0.20651009678840637 (0.2062253449935032) | > loss_0: 2.1523172855377197 (2.213830228790223) | > grad_norm_0: tensor(24.4588, device='cuda:0') (tensor(18.2476, device='cuda:0')) | > loss_gen: 2.8091988563537598 (2.702010144191574) | > loss_kl: 1.4485116004943848 (1.4400401886208472) | > loss_feat: 7.762124538421631 (7.3845875598340625) | > loss_mel: 21.060089111328125 (20.917495942020025) | > loss_duration: 2.1934807300567627 (2.1445092628279863) | > loss_1: 35.273406982421875 (34.58864304722551) | > grad_norm_1: tensor(411.1454, device='cuda:0') (tensor(215.2813, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.4125 (0.370141815468968) | > loader_time: 0.0052 (0.0041181859242389466)  --> TIME: 2024-06-10 16:44:20 -- STEP: 274/330 -- GLOBAL_STEP: 101475 | > loss_disc: 2.1684558391571045 (2.2093679265384263) | > loss_disc_real_0: 0.10567404329776764 (0.11221836036900534) | > loss_disc_real_1: 0.16764846444129944 (0.2047696567419237) | > loss_disc_real_2: 0.1773570477962494 (0.21365552683816338) | > loss_disc_real_3: 0.18843185901641846 (0.214954754731951) | > loss_disc_real_4: 0.17330339550971985 (0.20605965094627257) | > loss_disc_real_5: 0.18052370846271515 (0.2055143431699189) | > loss_0: 2.1684558391571045 (2.2093679265384263) | > grad_norm_0: tensor(32.7437, device='cuda:0') (tensor(19.1518, device='cuda:0')) | > loss_gen: 2.7354700565338135 (2.7069182587366036) | > loss_kl: 1.5068987607955933 (1.4394306483930046) | > loss_feat: 8.22325325012207 (7.406838605003637) | > loss_mel: 20.15959358215332 (20.897355100534252) | > loss_duration: 2.225950241088867 (2.1510827541351336) | > loss_1: 34.851165771484375 (34.60162528239896) | > grad_norm_1: tensor(352.1925, device='cuda:0') (tensor(225.6773, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.4307 (0.37497929325939083) | > loader_time: 0.0058 (0.004270923398707033)  --> TIME: 2024-06-10 16:44:32 -- STEP: 299/330 -- GLOBAL_STEP: 101500 | > loss_disc: 2.106271743774414 (2.209859577309728) | > loss_disc_real_0: 0.10076889395713806 (0.11261854072827159) | > loss_disc_real_1: 0.23942218720912933 (0.20518362046185148) | > loss_disc_real_2: 0.17841841280460358 (0.21405697073226787) | > loss_disc_real_3: 0.18504974246025085 (0.21504853157494774) | > loss_disc_real_4: 0.15607140958309174 (0.2060238789256201) | > loss_disc_real_5: 0.18737241625785828 (0.20531074119650805) | > loss_0: 2.106271743774414 (2.209859577309728) | > grad_norm_0: tensor(15.9126, device='cuda:0') (tensor(19.7553, device='cuda:0')) | > loss_gen: 2.681006908416748 (2.711864814311765) | > loss_kl: 1.4001978635787964 (1.439926773409381) | > loss_feat: 8.148198127746582 (7.448695557571974) | > loss_mel: 20.765336990356445 (20.890673232317766) | > loss_duration: 2.3149220943450928 (2.1596154991200938) | > loss_1: 35.309661865234375 (34.65077574994652) | > grad_norm_1: tensor(313.1464, device='cuda:0') (tensor(231.9297, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.4513 (0.3807992440800999) | > loader_time: 0.0068 (0.004446944265461284) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_101500.pth  --> TIME: 2024-06-10 16:44:50 -- STEP: 324/330 -- GLOBAL_STEP: 101525 | > loss_disc: 2.18961501121521 (2.2085405062010275) | > loss_disc_real_0: 0.12755103409290314 (0.11247797962278125) | > loss_disc_real_1: 0.20356591045856476 (0.20532400604843357) | > loss_disc_real_2: 0.20836497843265533 (0.21346430774824118) | > loss_disc_real_3: 0.183945894241333 (0.21464655966854385) | > loss_disc_real_4: 0.16820742189884186 (0.20661278257583393) | > loss_disc_real_5: 0.2018127143383026 (0.20526696396646682) | > loss_0: 2.18961501121521 (2.2085405062010275) | > grad_norm_0: tensor(7.1321, device='cuda:0') (tensor(19.4861, device='cuda:0')) | > loss_gen: 2.7315304279327393 (2.7110498275285893) | > loss_kl: 1.6866693496704102 (1.4435736448676497) | > loss_feat: 10.51020336151123 (7.515173835518921) | > loss_mel: 20.48978042602539 (20.85167304969129) | > loss_duration: 2.359527587890625 (2.172487214023684) | > loss_1: 37.7777099609375 (34.69395745830772) | > grad_norm_1: tensor(196.1259, device='cuda:0') (tensor(227.9953, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.5809 (0.39199028780430906) | > loader_time: 0.0086 (0.0047091694525730424)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.615715742111206 (2.615715742111206) | > loss_disc_real_0: 0.07184051722288132 (0.07184051722288132) | > loss_disc_real_1: 0.2302965670824051 (0.2302965670824051) | > loss_disc_real_2: 0.33940666913986206 (0.33940666913986206) | > loss_disc_real_3: 0.3398929834365845 (0.3398929834365845) | > loss_disc_real_4: 0.3937826454639435 (0.3937826454639435) | > loss_disc_real_5: 0.3262227475643158 (0.3262227475643158) | > loss_0: 2.615715742111206 (2.615715742111206) | > loss_gen: 2.6868717670440674 (2.6868717670440674) | > loss_kl: 1.677049994468689 (1.677049994468689) | > loss_feat: 4.92318868637085 (4.92318868637085) | > loss_mel: 18.34749412536621 (18.34749412536621) | > loss_duration: 2.8128275871276855 (2.8128275871276855) | > loss_1: 30.447433471679688 (30.447433471679688)  --> STEP: 1 | > loss_disc: 2.3290176391601562 (2.3290176391601562) | > loss_disc_real_0: 0.12533462047576904 (0.12533462047576904) | > loss_disc_real_1: 0.15277045965194702 (0.15277045965194702) | > loss_disc_real_2: 0.24190713465213776 (0.24190713465213776) | > loss_disc_real_3: 0.32302436232566833 (0.32302436232566833) | > loss_disc_real_4: 0.2912265658378601 (0.2912265658378601) | > loss_disc_real_5: 0.28925514221191406 (0.28925514221191406) | > loss_0: 2.3290176391601562 (2.3290176391601562) | > loss_gen: 2.731362819671631 (2.731362819671631) | > loss_kl: 2.072883129119873 (2.072883129119873) | > loss_feat: 5.663477420806885 (5.663477420806885) | > loss_mel: 22.489173889160156 (22.489173889160156) | > loss_duration: 2.35044527053833 (2.35044527053833) | > loss_1: 35.307342529296875 (35.307342529296875)  --> STEP: 2 | > loss_disc: 2.457082509994507 (2.3930500745773315) | > loss_disc_real_0: 0.07660028338432312 (0.10096745193004608) | > loss_disc_real_1: 0.116066113114357 (0.134418286383152) | > loss_disc_real_2: 0.3507439196109772 (0.29632552713155746) | > loss_disc_real_3: 0.3624962270259857 (0.342760294675827) | > loss_disc_real_4: 0.32586127519607544 (0.3085439205169678) | > loss_disc_real_5: 0.4129549562931061 (0.35110504925251007) | > loss_0: 2.457082509994507 (2.3930500745773315) | > loss_gen: 2.8848204612731934 (2.808091640472412) | > loss_kl: 1.1006799936294556 (1.5867815613746643) | > loss_feat: 5.8366899490356445 (5.750083684921265) | > loss_mel: 22.341569900512695 (22.415371894836426) | > loss_duration: 2.4465889930725098 (2.39851713180542) | > loss_1: 34.6103515625 (34.95884704589844)  --> STEP: 3 | > loss_disc: 2.2465672492980957 (2.3442224661509194) | > loss_disc_real_0: 0.04286698251962662 (0.0816006287932396) | > loss_disc_real_1: 0.12349101155996323 (0.13077586144208908) | > loss_disc_real_2: 0.3014630377292633 (0.2980380306641261) | > loss_disc_real_3: 0.23962855339050293 (0.308383047580719) | > loss_disc_real_4: 0.27597254514694214 (0.2976867953936259) | > loss_disc_real_5: 0.338387668132782 (0.3468659222126007) | > loss_0: 2.2465672492980957 (2.3442224661509194) | > loss_gen: 2.79634690284729 (2.8041767279307046) | > loss_kl: 2.144397735595703 (1.772653619448344) | > loss_feat: 7.17435884475708 (6.224842071533203) | > loss_mel: 22.52350425720215 (22.451416015625) | > loss_duration: 2.1427719593048096 (2.3132687409718833) | > loss_1: 36.78137969970703 (35.566357930501304)  --> STEP: 4 | > loss_disc: 2.621738910675049 (2.413601577281952) | > loss_disc_real_0: 0.06698833405971527 (0.07794755510985851) | > loss_disc_real_1: 0.19178543984889984 (0.14602825604379177) | > loss_disc_real_2: 0.39313358068466187 (0.32181191816926) | > loss_disc_real_3: 0.30671191215515137 (0.3079652637243271) | > loss_disc_real_4: 0.2674708962440491 (0.2901328206062317) | > loss_disc_real_5: 0.3193213641643524 (0.33997978270053864) | > loss_0: 2.621738910675049 (2.413601577281952) | > loss_gen: 2.468623638153076 (2.7202884554862976) | > loss_kl: 1.5780577659606934 (1.7240046560764313) | > loss_feat: 7.6112446784973145 (6.571442723274231) | > loss_mel: 19.9761905670166 (21.8326096534729) | > loss_duration: 2.242777109146118 (2.295645833015442) | > loss_1: 33.876895904541016 (35.14399242401123)  --> STEP: 5 | > loss_disc: 2.5873327255249023 (2.448347806930542) | > loss_disc_real_0: 0.07864473760128021 (0.07808699160814285) | > loss_disc_real_1: 0.21411369740962982 (0.15964534431695937) | > loss_disc_real_2: 0.3401961326599121 (0.32548876106739044) | > loss_disc_real_3: 0.34082701802253723 (0.3145376145839691) | > loss_disc_real_4: 0.3843468725681305 (0.3089756309986115) | > loss_disc_real_5: 0.3475416898727417 (0.34149216413497924) | > loss_0: 2.5873327255249023 (2.448347806930542) | > loss_gen: 2.7768845558166504 (2.731607675552368) | > loss_kl: 1.61262845993042 (1.701729416847229) | > loss_feat: 4.870807647705078 (6.2313157081604) | > loss_mel: 21.763254165649414 (21.818738555908205) | > loss_duration: 2.3241024017333984 (2.301337146759033) | > loss_1: 33.347679138183594 (34.7847297668457)  --> STEP: 6 | > loss_disc: 2.624244451522827 (2.4776639143625894) | > loss_disc_real_0: 0.07385332882404327 (0.07738138114412625) | > loss_disc_real_1: 0.2319633662700653 (0.17169834797581038) | > loss_disc_real_2: 0.3465626537799835 (0.3290010765194893) | > loss_disc_real_3: 0.32031872868537903 (0.3155011336008708) | > loss_disc_real_4: 0.32781800627708435 (0.31211602687835693) | > loss_disc_real_5: 0.34304121136665344 (0.3417503386735916) | > loss_0: 2.624244451522827 (2.4776639143625894) | > loss_gen: 2.5323643684387207 (2.6984004577000937) | > loss_kl: 1.7847696542739868 (1.7155694564183552) | > loss_feat: 4.882660388946533 (6.006539821624756) | > loss_mel: 21.458311080932617 (21.758667310078938) | > loss_duration: 2.126260280609131 (2.272157669067383) | > loss_1: 32.78436279296875 (34.45133527119955)  --> STEP: 7 | > loss_disc: 2.1739842891693115 (2.43428111076355) | > loss_disc_real_0: 0.09044486284255981 (0.07924759281533104) | > loss_disc_real_1: 0.1896725744009018 (0.1742660946079663) | > loss_disc_real_2: 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(1.664611988597446) | > loss_feat: 8.665575981140137 (6.624489042494032) | > loss_mel: 22.488662719726562 (21.917051527235245) | > loss_duration: 2.147207736968994 (2.2683644824557834) | > loss_1: 37.230247497558594 (35.17247051662869)  --> STEP: 10 | > loss_disc: 2.710029125213623 (2.4402430772781374) | > loss_disc_real_0: 0.09364111721515656 (0.08557038381695747) | > loss_disc_real_1: 0.11027547717094421 (0.16841054186224938) | > loss_disc_real_2: 0.3602328598499298 (0.3197580918669701) | > loss_disc_real_3: 0.4038677513599396 (0.3118271201848984) | > loss_disc_real_4: 0.4575192630290985 (0.30856757760047915) | > loss_disc_real_5: 0.47871097922325134 (0.3362340062856674) | > loss_0: 2.710029125213623 (2.4402430772781374) | > loss_gen: 2.8555617332458496 (2.7137140035629272) | > loss_kl: 1.6722620725631714 (1.6653769969940186) | > loss_feat: 6.825930595397949 (6.644633197784424) | > loss_mel: 22.640308380126953 (21.989377212524413) | > loss_duration: 2.2973413467407227 (2.2712621688842773) | > loss_1: 36.29140090942383 (35.2843635559082)  --> STEP: 11 | > loss_disc: 2.0188214778900146 (2.401932022788308) | > loss_disc_real_0: 0.07651295512914658 (0.08474698120897467) | > loss_disc_real_1: 0.1622380018234253 (0.1678494018587199) | > loss_disc_real_2: 0.2947630286216736 (0.31748581339012494) | > loss_disc_real_3: 0.24496060609817505 (0.30574834617701446) | > loss_disc_real_4: 0.22574405372142792 (0.3010381663387472) | > loss_disc_real_5: 0.28071919083595276 (0.3311872048811479) | > loss_0: 2.0188214778900146 (2.401932022788308) | > loss_gen: 3.2949068546295166 (2.7665497172962534) | > loss_kl: 2.1296353340148926 (1.7075823003595525) | > loss_feat: 8.30627727508545 (6.795691750266335) | > loss_mel: 20.021257400512695 (21.810457229614258) | > loss_duration: 2.3966727256774902 (2.2826631285927514) | > loss_1: 36.14875030517578 (35.362944169477984)  --> STEP: 12 | > loss_disc: 2.7977328300476074 (2.43491542339325) | > loss_disc_real_0: 0.11044032126665115 (0.0868880928804477) | > loss_disc_real_1: 0.2046060562133789 (0.17091245638827482) | > loss_disc_real_2: 0.41435813903808594 (0.32555850719412166) | > loss_disc_real_3: 0.3467089533805847 (0.30916173011064535) | > loss_disc_real_4: 0.37719401717185974 (0.3073844872415066) | > loss_disc_real_5: 0.4234572649002075 (0.3388763765494029) | > loss_0: 2.7977328300476074 (2.43491542339325) | > loss_gen: 2.728753089904785 (2.7633999983469644) | > loss_kl: 1.0393264293670654 (1.6518943111101787) | > loss_feat: 5.47898006439209 (6.6859657764434814) | > loss_mel: 21.86009979248047 (21.814594109853108) | > loss_duration: 2.2250218391418457 (2.2778596878051762) | > loss_1: 33.33218002319336 (35.19371382395426)  --> STEP: 13 | > loss_disc: 2.213280200958252 (2.4178665601290197) | > loss_disc_real_0: 0.14972785115242004 (0.0917219204398302) | > loss_disc_real_1: 0.24969163537025452 (0.1769723932330425) | > loss_disc_real_2: 0.2676737606525421 (0.3211058343832309) | > loss_disc_real_3: 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(6.943056933085123) | > loss_mel: 21.34351348876953 (21.933551661173503) | > loss_duration: 2.2652556896209717 (2.269251012802124) | > loss_1: 36.15690231323242 (35.579958089192715)  --> STEP: 16 | > loss_disc: 2.709293842315674 (2.421135529875756) | > loss_disc_real_0: 0.06445428729057312 (0.09091159189119935) | > loss_disc_real_1: 0.191005676984787 (0.17086900025606155) | > loss_disc_real_2: 0.3462347984313965 (0.31217729952186346) | > loss_disc_real_3: 0.3307235836982727 (0.3016792284324766) | > loss_disc_real_4: 0.38466784358024597 (0.3101324765011668) | > loss_disc_real_5: 0.4508742392063141 (0.34304471872746944) | > loss_0: 2.709293842315674 (2.421135529875756) | > loss_gen: 2.783797025680542 (2.791923940181732) | > loss_kl: 1.6921700239181519 (1.644791267812252) | > loss_feat: 6.1371259689331055 (6.892686247825623) | > loss_mel: 18.289094924926758 (21.70577311515808) | > loss_duration: 2.301548480987549 (2.271269604563713) | > loss_1: 31.2037353515625 (35.30644416809083)  --> STEP: 17 | > loss_disc: 2.412776470184326 (2.4206438204821428) | > loss_disc_real_0: 0.07212401926517487 (0.08980644056025673) | > loss_disc_real_1: 0.1950254738330841 (0.17228996929000406) | > loss_disc_real_2: 0.3669615387916565 (0.3153999018318513) | > loss_disc_real_3: 0.30473029613494873 (0.3018587030032102) | > loss_disc_real_4: 0.3573162257671356 (0.31290799116387086) | > loss_disc_real_5: 0.2503018379211426 (0.3375892551506267) | > loss_0: 2.412776470184326 (2.4206438204821428) | > loss_gen: 2.856081485748291 (2.7956979134503532) | > loss_kl: 1.3570711612701416 (1.627866555662716) | > loss_feat: 5.474169731140137 (6.8092440997853) | > loss_mel: 19.151765823364258 (21.555537392111386) | > loss_duration: 2.337202548980713 (2.2751480130588306) | > loss_1: 31.176288604736328 (35.06349384083468)  --> STEP: 18 | > loss_disc: 2.014711380004883 (2.398092018233406) | > loss_disc_real_0: 0.028589438647031784 (0.08640549600952202) | > loss_disc_real_1: 0.13377277553081512 (0.17015012519227135) | > loss_disc_real_2: 0.23347996175289154 (0.31084879404968685) | > loss_disc_real_3: 0.21223308145999908 (0.2968795018063652) | > loss_disc_real_4: 0.26942211389541626 (0.3104921090934012) | > loss_disc_real_5: 0.2780876159667969 (0.33428360852930283) | > loss_0: 2.014711380004883 (2.398092018233406) | > loss_gen: 2.926051139831543 (2.8029397593604193) | > loss_kl: 1.4985358715057373 (1.620681517653995) | > loss_feat: 8.81193733215332 (6.920504834916857) | > loss_mel: 23.426963806152344 (21.659505526224773) | > loss_duration: 2.2278482913970947 (2.27252025074429) | > loss_1: 38.89133834838867 (35.27615186903213)  --> STEP: 19 | > loss_disc: 2.543581485748291 (2.4057493586289262) | > loss_disc_real_0: 0.0994349867105484 (0.0870912586779971) | > loss_disc_real_1: 0.2244822233915329 (0.17300970930802195) | > loss_disc_real_2: 0.3617437779903412 (0.31352747741498443) | > loss_disc_real_3: 0.2820141017436981 (0.2960971123293827) | > loss_disc_real_4: 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(21.272010349092028) | > loss_duration: 2.1591672897338867 (2.2745421727498374) | > loss_1: 32.74331283569336 (34.78618966965448)  --> STEP: 22 | > loss_disc: 2.355027675628662 (2.409670764749701) | > loss_disc_real_0: 0.08905445784330368 (0.08837547712028028) | > loss_disc_real_1: 0.13552910089492798 (0.1727364334193143) | > loss_disc_real_2: 0.2521091103553772 (0.3137843649495732) | > loss_disc_real_3: 0.39144212007522583 (0.30068648267876025) | > loss_disc_real_4: 0.3555121123790741 (0.308771472085606) | > loss_disc_real_5: 0.4237639605998993 (0.3377042670141567) | > loss_0: 2.355027675628662 (2.409670764749701) | > loss_gen: 3.4161324501037598 (2.8211088288914072) | > loss_kl: 1.071378231048584 (1.5930768630721353) | > loss_feat: 8.358733177185059 (6.898479093204845) | > loss_mel: 21.975828170776367 (21.3040020682595) | > loss_duration: 2.146456718444824 (2.268720106645064) | > loss_1: 36.968528747558594 (34.885386900468305)  --> STEP: 23 | > loss_disc: 2.413949489593506 (2.409856796264649) | > loss_disc_real_0: 0.05690966174006462 (0.08700739819070567) | > loss_disc_real_1: 0.18603798747062683 (0.17331476185632788) | > loss_disc_real_2: 0.27746352553367615 (0.3122051980184472) | > loss_disc_real_3: 0.2534357011318207 (0.2986321008723716) | > loss_disc_real_4: 0.28399261832237244 (0.30769413061763934) | > loss_disc_real_5: 0.27878814935684204 (0.33514269668123) | > loss_0: 2.413949489593506 (2.409856796264649) | > loss_gen: 2.4453237056732178 (2.804770345273225) | > loss_kl: 1.7688690423965454 (1.6007200013036313) | > loss_feat: 6.2564802169799805 (6.870566098586373) | > loss_mel: 20.99717903137207 (21.290661936220914) | > loss_duration: 2.322206735610962 (2.271045612252277) | > loss_1: 33.790061950683594 (34.837764076564625)  --> STEP: 24 | > loss_disc: 2.3357484340667725 (2.4067689478397374) | > loss_disc_real_0: 0.0696243867278099 (0.08628310604641835) | > loss_disc_real_1: 0.19314192235469818 (0.17414089354375997) | > loss_disc_real_2: 0.3771575689315796 (0.3149115468064944) | > loss_disc_real_3: 0.279179185628891 (0.29782156273722654) | > loss_disc_real_4: 0.3097606897354126 (0.30778023724754655) | > loss_disc_real_5: 0.319690465927124 (0.3344988537331422) | > loss_0: 2.3357484340667725 (2.4067689478397374) | > loss_gen: 3.0903499126434326 (2.8166694939136505) | > loss_kl: 1.5177335739135742 (1.5972622334957123) | > loss_feat: 8.1078519821167 (6.922119677066803) | > loss_mel: 21.21302032470703 (21.287426869074505) | > loss_duration: 2.4122509956359863 (2.2769291698932648) | > loss_1: 36.34120559692383 (34.900407473246254)  --> STEP: 25 | > loss_disc: 2.2182955741882324 (2.3992300128936774) | > loss_disc_real_0: 0.06967800110578537 (0.08561890184879303) | > loss_disc_real_1: 0.22639110684394836 (0.17623090207576753) | > loss_disc_real_2: 0.31548750400543213 (0.3149345850944519) | > loss_disc_real_3: 0.24424049258232117 (0.29567831993103033) | > loss_disc_real_4: 0.2384992092847824 (0.305008996129036) | > loss_disc_real_5: 0.24726025760173798 (0.33100930988788607) | > loss_0: 2.2182955741882324 (2.3992300128936774) | > loss_gen: 2.9659316539764404 (2.822639980316162) | > loss_kl: 1.750130534172058 (1.603376965522766) | > loss_feat: 9.139017105102539 (7.010795574188233) | > loss_mel: 20.153038024902344 (21.242051315307616) | > loss_duration: 2.390338897705078 (2.281465559005737) | > loss_1: 36.39845657348633 (34.96032943725586)  --> STEP: 26 | > loss_disc: 1.4450610876083374 (2.3625312080750103) | > loss_disc_real_0: 0.07883749157190323 (0.08535807837660496) | > loss_disc_real_1: 0.05111134424805641 (0.17141861139008632) | > loss_disc_real_2: 0.10825750231742859 (0.3069854665261048) | > loss_disc_real_3: 0.06878507882356644 (0.2869516568115125) | > loss_disc_real_4: 0.07870522886514664 (0.29630500508042484) | > loss_disc_real_5: 0.13578951358795166 (0.3235008561840424) | > loss_0: 1.4450610876083374 (2.3625312080750103) | > loss_gen: 2.776766538619995 (2.8208756171740017) | > loss_kl: 1.901902437210083 (1.6148587144338167) | > loss_feat: 19.160898208618164 (7.478107213973999) | > loss_mel: 23.854328155517578 (21.34252350146954) | > loss_duration: 2.344818115234375 (2.2839021957837615) | > loss_1: 50.03871536254883 (35.540267357459435) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023879271287184497 (+0.00013171709500826335) | > avg_loss_disc: 2.3625312080750103 (-0.02162235975265414) | > avg_loss_disc_real_0: 0.08535807837660496 (-0.04578777803824498) | > avg_loss_disc_real_1: 0.17141861139008632 (-0.18701594365903965) | > avg_loss_disc_real_2: 0.3069854665261048 (+0.02448498572294522) | > avg_loss_disc_real_3: 0.2869516568115125 (+0.0127025318260377) | > avg_loss_disc_real_4: 0.29630500508042484 (+0.027733710236274356) | > avg_loss_disc_real_5: 0.3235008561840424 (+0.05548206831400204) | > avg_loss_0: 2.3625312080750103 (-0.02162235975265414) | > avg_loss_gen: 2.8208756171740017 (-0.20345540230090808) | > avg_loss_kl: 1.6148587144338167 (+0.03555171994062567) | > avg_loss_feat: 7.478107213973999 (+0.8863568672767048) | > avg_loss_mel: 21.34252350146954 (+0.9327474374037514) | > avg_loss_duration: 2.2839021957837615 (+0.02405809439145612) | > avg_loss_1: 35.540267357459435 (+1.6752581963172304)  > EPOCH: 41/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:45:11)   --> TIME: 2024-06-10 16:45:19 -- STEP: 19/330 -- GLOBAL_STEP: 101550 | > loss_disc: 2.18597674369812 (2.2773133077119527) | > loss_disc_real_0: 0.0585516057908535 (0.11286897231873713) | > loss_disc_real_1: 0.2126724272966385 (0.20052972514378398) | > loss_disc_real_2: 0.22155170142650604 (0.22072852442139074) | > loss_disc_real_3: 0.19005854427814484 (0.2226811286650206) | > loss_disc_real_4: 0.18729472160339355 (0.20995773610315824) | > loss_disc_real_5: 0.19015780091285706 (0.21620584083230873) | > loss_0: 2.18597674369812 (2.2773133077119527) | > grad_norm_0: tensor(13.8714, device='cuda:0') (tensor(17.5110, device='cuda:0')) | > loss_gen: 2.707911968231201 (2.558790131619102) | > loss_kl: 1.379379153251648 (1.5211669394844456) | > loss_feat: 7.903413772583008 (6.67893678263614) | > loss_mel: 20.66136932373047 (20.91574518304122) | > loss_duration: 2.1486897468566895 (2.2574340669732345) | > loss_1: 34.80076217651367 (33.9320730912058) | > grad_norm_1: tensor(298.3087, device='cuda:0') (tensor(163.3131, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3589 (0.349508988229852) | > loader_time: 0.0038 (0.003148166756880911)  --> TIME: 2024-06-10 16:45:29 -- STEP: 44/330 -- GLOBAL_STEP: 101575 | > loss_disc: 2.2300148010253906 (2.24865594777194) | > loss_disc_real_0: 0.1383277177810669 (0.1166987672278827) | > loss_disc_real_1: 0.24696852266788483 (0.20276909219947728) | > loss_disc_real_2: 0.18211780488491058 (0.21513358876109123) | > loss_disc_real_3: 0.20520001649856567 (0.21912937103347344) | > loss_disc_real_4: 0.18550187349319458 (0.21093613755973903) | > loss_disc_real_5: 0.19582605361938477 (0.2105223069136793) | > loss_0: 2.2300148010253906 (2.24865594777194) | > grad_norm_0: tensor(20.6387, device='cuda:0') (tensor(19.6477, device='cuda:0')) | > loss_gen: 2.5016188621520996 (2.6385720372200017) | > loss_kl: 1.4106816053390503 (1.4924102263017134) | > loss_feat: 7.3490681648254395 (7.026606072079051) | > loss_mel: 21.734764099121094 (21.057723652232777) | > loss_duration: 2.056647300720215 (2.1731448444453147) | > loss_1: 35.05278015136719 (34.388456691395156) | > grad_norm_1: tensor(85.4470, device='cuda:0') (tensor(210.1061, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3503 (0.3588074499910528) | > loader_time: 0.0032 (0.0033388517119667745)  --> TIME: 2024-06-10 16:45:38 -- STEP: 69/330 -- GLOBAL_STEP: 101600 | > loss_disc: 2.107252836227417 (2.216951803884645) | > loss_disc_real_0: 0.16441860795021057 (0.11257848742863406) | > loss_disc_real_1: 0.1721535474061966 (0.20384086214977762) | > loss_disc_real_2: 0.19043347239494324 (0.2122478115817775) | > loss_disc_real_3: 0.16917158663272858 (0.21593380514262378) | > loss_disc_real_4: 0.19129061698913574 (0.20797459975532864) | > loss_disc_real_5: 0.19051818549633026 (0.20610564493614694) | > loss_0: 2.107252836227417 (2.216951803884645) | > grad_norm_0: tensor(27.9445, device='cuda:0') (tensor(18.0125, device='cuda:0')) | > loss_gen: 2.8712804317474365 (2.6844283152317665) | > loss_kl: 1.4843264818191528 (1.4911330005396968) | > loss_feat: 8.107476234436035 (7.2143987572711445) | > loss_mel: 20.108022689819336 (21.030013651087664) | > loss_duration: 2.037947177886963 (2.144031946209893) | > loss_1: 34.60905456542969 (34.56400558913963) | > grad_norm_1: tensor(331.6596, device='cuda:0') (tensor(209.0026, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3644 (0.36256007180697675) | > loader_time: 0.0037 (0.003441098807514578)  --> TIME: 2024-06-10 16:45:47 -- STEP: 94/330 -- GLOBAL_STEP: 101625 | > loss_disc: 2.2057085037231445 (2.213546515779292) | > loss_disc_real_0: 0.12143422663211823 (0.11329943548016091) | > loss_disc_real_1: 0.2238573580980301 (0.2045231271297373) | > loss_disc_real_2: 0.19495593011379242 (0.21357247439470697) | > loss_disc_real_3: 0.2494560033082962 (0.21734245153183632) | > loss_disc_real_4: 0.20539559423923492 (0.2069870190734559) | > loss_disc_real_5: 0.219730943441391 (0.2071430340726325) | > loss_0: 2.2057085037231445 (2.213546515779292) | > grad_norm_0: tensor(25.7655, device='cuda:0') (tensor(17.3521, device='cuda:0')) | > loss_gen: 2.782392740249634 (2.692583687761997) | > loss_kl: 1.4150828123092651 (1.4682586104311848) | > loss_feat: 7.663285255432129 (7.270135965753109) | > loss_mel: 20.948625564575195 (21.002754252007662) | > loss_duration: 2.126992702484131 (2.130803199524574) | > loss_1: 34.936378479003906 (34.56453566855574) | > grad_norm_1: tensor(227.5542, device='cuda:0') (tensor(203.5134, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3492 (0.3610050855798924) | > loader_time: 0.0041 (0.003555254733308833)  --> TIME: 2024-06-10 16:45:56 -- STEP: 119/330 -- GLOBAL_STEP: 101650 | > loss_disc: 2.23810076713562 (2.2228928443764446) | > loss_disc_real_0: 0.16057991981506348 (0.11379617681147672) | > loss_disc_real_1: 0.19073647260665894 (0.20537510889918859) | > loss_disc_real_2: 0.27080366015434265 (0.21406014689377376) | > loss_disc_real_3: 0.2439926564693451 (0.21703391015028753) | > loss_disc_real_4: 0.2192559689283371 (0.20793066555712403) | > loss_disc_real_5: 0.19590701162815094 (0.20850979918692292) | > loss_0: 2.23810076713562 (2.2228928443764446) | > grad_norm_0: tensor(8.8545, device='cuda:0') (tensor(16.3020, device='cuda:0')) | > loss_gen: 2.5884761810302734 (2.6883448232121827) | > loss_kl: 1.342232346534729 (1.456316452066438) | > loss_feat: 7.193558692932129 (7.285469479921486) | > loss_mel: 21.316219329833984 (21.00950454263126) | > loss_duration: 2.0769996643066406 (2.124560570516505) | > loss_1: 34.517486572265625 (34.5641958413004) | > grad_norm_1: tensor(75.6023, device='cuda:0') (tensor(194.0452, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3731 (0.3594922238037366) | > loader_time: 0.0038 (0.0036080885334175174)  --> TIME: 2024-06-10 16:46:05 -- STEP: 144/330 -- GLOBAL_STEP: 101675 | > loss_disc: 2.2662038803100586 (2.2202692735526304) | > loss_disc_real_0: 0.12337962538003922 (0.11370948642595774) | > loss_disc_real_1: 0.2631183862686157 (0.20584873865462008) | > loss_disc_real_2: 0.24836309254169464 (0.21353012861477005) | > loss_disc_real_3: 0.19464202225208282 (0.21599834029459292) | > loss_disc_real_4: 0.1818993091583252 (0.2073282909890016) | > loss_disc_real_5: 0.18208956718444824 (0.2086181566119194) | > loss_0: 2.2662038803100586 (2.2202692735526304) | > grad_norm_0: tensor(35.0762, device='cuda:0') (tensor(15.5987, device='cuda:0')) | > loss_gen: 2.5830087661743164 (2.6831098861164517) | > loss_kl: 1.4404196739196777 (1.4494787289036646) | > loss_feat: 6.734430313110352 (7.278397255473667) | > loss_mel: 20.584980010986328 (20.989115529590176) | > loss_duration: 2.0883708000183105 (2.1253676480717116) | > loss_1: 33.431209564208984 (34.52546901173063) | > grad_norm_1: tensor(355.1564, device='cuda:0') (tensor(188.7302, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3715 (0.359983781973521) | > loader_time: 0.0039 (0.00367997255590227)  --> TIME: 2024-06-10 16:46:15 -- STEP: 169/330 -- GLOBAL_STEP: 101700 | > loss_disc: 2.0774989128112793 (2.2170720453093042) | > loss_disc_real_0: 0.08596205711364746 (0.11312869726817988) | > loss_disc_real_1: 0.2328285425901413 (0.20556921251779478) | > loss_disc_real_2: 0.20952031016349792 (0.21245060473151464) | > loss_disc_real_3: 0.23177200555801392 (0.21540517769974366) | > loss_disc_real_4: 0.17150261998176575 (0.20737538314782655) | > loss_disc_real_5: 0.1890515685081482 (0.20820971053732926) | > loss_0: 2.0774989128112793 (2.2170720453093042) | > grad_norm_0: tensor(6.8851, device='cuda:0') (tensor(15.0960, device='cuda:0')) | > loss_gen: 2.868772506713867 (2.6830189101089386) | > loss_kl: 1.4059243202209473 (1.4459494620385256) | > loss_feat: 8.097935676574707 (7.307501056490565) | > loss_mel: 20.958459854125977 (20.98749631396411) | > loss_duration: 2.1434874534606934 (2.126564700222579) | > loss_1: 35.474578857421875 (34.55053033772308) | > grad_norm_1: tensor(134.7655, device='cuda:0') (tensor(184.5895, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3789 (0.36156522451773204) | > loader_time: 0.0045 (0.0037725564290785937)  --> TIME: 2024-06-10 16:46:25 -- STEP: 194/330 -- GLOBAL_STEP: 101725 | > loss_disc: 2.1182303428649902 (2.2089006470650743) | > loss_disc_real_0: 0.13996723294258118 (0.11431597002311465) | > loss_disc_real_1: 0.16636796295642853 (0.20470119129443906) | > loss_disc_real_2: 0.2219853401184082 (0.21225195977183964) | > loss_disc_real_3: 0.22197049856185913 (0.21464580650796594) | > loss_disc_real_4: 0.2219884991645813 (0.20658966860513098) | > loss_disc_real_5: 0.21073603630065918 (0.20702039734604435) | > loss_0: 2.1182303428649902 (2.2089006470650743) | > grad_norm_0: tensor(30.9522, device='cuda:0') (tensor(15.2584, device='cuda:0')) | > loss_gen: 2.8921661376953125 (2.6941161143411056) | > loss_kl: 1.6450772285461426 (1.4388008424916219) | > loss_feat: 7.457982540130615 (7.364284810331679) | > loss_mel: 20.216184616088867 (20.969653680152486) | > loss_duration: 2.1445014476776123 (2.1312035297610086) | > loss_1: 34.35591125488281 (34.598058897195436) | > grad_norm_1: tensor(368.8461, device='cuda:0') (tensor(186.8107, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.3896 (0.36539902146329595) | > loader_time: 0.0045 (0.003891168181429205)  --> TIME: 2024-06-10 16:46:35 -- STEP: 219/330 -- GLOBAL_STEP: 101750 | > loss_disc: 2.3333277702331543 (2.207271971659027) | > loss_disc_real_0: 0.11616270244121552 (0.1136450108361843) | > loss_disc_real_1: 0.19780540466308594 (0.20449290496029265) | > loss_disc_real_2: 0.2432168573141098 (0.21285027020598116) | > loss_disc_real_3: 0.2469847947359085 (0.21509208036884325) | > loss_disc_real_4: 0.22135058045387268 (0.20592537359015584) | > loss_disc_real_5: 0.2216266244649887 (0.20647755843591475) | > loss_0: 2.3333277702331543 (2.207271971659027) | > grad_norm_0: tensor(26.8978, device='cuda:0') (tensor(16.1590, device='cuda:0')) | > loss_gen: 2.4895622730255127 (2.700274779916353) | > loss_kl: 1.5891895294189453 (1.4362085720175477) | > loss_feat: 7.543526649475098 (7.411679694641671) | > loss_mel: 20.929061889648438 (20.943882641726965) | > loss_duration: 2.184208869934082 (2.136139416803507) | > loss_1: 34.73554992675781 (34.628185080611004) | > grad_norm_1: tensor(272.1665, device='cuda:0') (tensor(195.0793, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.4161 (0.3691760949348207) | > loader_time: 0.0052 (0.00402284103985791)  --> TIME: 2024-06-10 16:46:46 -- STEP: 244/330 -- GLOBAL_STEP: 101775 | > loss_disc: 2.1104207038879395 (2.198942115072342) | > loss_disc_real_0: 0.08093113452196121 (0.11230125917946218) | > loss_disc_real_1: 0.2251114398241043 (0.20369422350262031) | > loss_disc_real_2: 0.2458135336637497 (0.21271009028690763) | > loss_disc_real_3: 0.22043947875499725 (0.21465603066760985) | > loss_disc_real_4: 0.22172027826309204 (0.20496564627182287) | > loss_disc_real_5: 0.2498994767665863 (0.20596242091450537) | > loss_0: 2.1104207038879395 (2.198942115072342) | > grad_norm_0: tensor(21.4460, device='cuda:0') (tensor(16.5168, device='cuda:0')) | > loss_gen: 3.136782169342041 (2.7119580937213574) | > loss_kl: 1.351194143295288 (1.433675517312816) | > loss_feat: 7.830361366271973 (7.4561475124515475) | > loss_mel: 20.238168716430664 (20.9184115519289) | > loss_duration: 2.134458303451538 (2.14281366008227) | > loss_1: 34.69096374511719 (34.663006313511595) | > grad_norm_1: tensor(397.0233, device='cuda:0') (tensor(204.5591, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.413 (0.3734999709442014) | > loader_time: 0.0054 (0.004163164584363097)  --> TIME: 2024-06-10 16:46:56 -- STEP: 269/330 -- GLOBAL_STEP: 101800 | > loss_disc: 2.194627523422241 (2.1921582000406237) | > loss_disc_real_0: 0.08446505665779114 (0.11162651351005615) | > loss_disc_real_1: 0.16474926471710205 (0.20330924371804446) | > loss_disc_real_2: 0.23342151939868927 (0.2124829933213479) | > loss_disc_real_3: 0.23693370819091797 (0.21442950907471453) | > loss_disc_real_4: 0.231841579079628 (0.2044200028628665) | > loss_disc_real_5: 0.23515228927135468 (0.20451862151737998) | > loss_0: 2.194627523422241 (2.1921582000406237) | > grad_norm_0: tensor(24.5672, device='cuda:0') (tensor(17.3188, device='cuda:0')) | > loss_gen: 2.7492928504943848 (2.723220374061272) | > loss_kl: 1.3546456098556519 (1.4318069680472731) | > loss_feat: 6.804416179656982 (7.51114105026075) | > loss_mel: 19.1433048248291 (20.883318635167686) | > loss_duration: 2.2498066425323486 (2.1489807336303826) | > loss_1: 32.30146408081055 (34.698467750974764) | > grad_norm_1: tensor(220.7552, device='cuda:0') (tensor(208.4487, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.419 (0.37733430401543266) | > loader_time: 0.0068 (0.004307214212240343)  --> TIME: 2024-06-10 16:47:07 -- STEP: 294/330 -- GLOBAL_STEP: 101825 | > loss_disc: 2.084505081176758 (2.1929982057234043) | > loss_disc_real_0: 0.11728529632091522 (0.11131311376534757) | > loss_disc_real_1: 0.18926528096199036 (0.20363342873498694) | > loss_disc_real_2: 0.18798686563968658 (0.2126872978952467) | > loss_disc_real_3: 0.18981581926345825 (0.21405047081968406) | > loss_disc_real_4: 0.18292927742004395 (0.20420041989509746) | > loss_disc_real_5: 0.18186992406845093 (0.204652596797262) | > loss_0: 2.084505081176758 (2.1929982057234043) | > grad_norm_0: tensor(22.0523, device='cuda:0') (tensor(18.1042, device='cuda:0')) | > loss_gen: 2.8345000743865967 (2.7242545100296436) | > loss_kl: 1.5665842294692993 (1.433377175914998) | > loss_feat: 8.636812210083008 (7.530171421920361) | > loss_mel: 21.633731842041016 (20.837668717312972) | > loss_duration: 2.2801480293273926 (2.1571004552906063) | > loss_1: 36.95177459716797 (34.68257229344376) | > grad_norm_1: tensor(136.0845, device='cuda:0') (tensor(215.8715, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.4436 (0.38221633758674695) | > loader_time: 0.0065 (0.004471015767986274)  --> TIME: 2024-06-10 16:47:20 -- STEP: 319/330 -- GLOBAL_STEP: 101850 | > loss_disc: 2.1923999786376953 (2.200318286785136) | > loss_disc_real_0: 0.11681002378463745 (0.11249678155705099) | > loss_disc_real_1: 0.18098460137844086 (0.20411035899645108) | > loss_disc_real_2: 0.17660404741764069 (0.213005908604326) | > loss_disc_real_3: 0.19883199036121368 (0.21500575430340896) | > loss_disc_real_4: 0.20373567938804626 (0.2053188898346641) | > loss_disc_real_5: 0.17326246201992035 (0.20516144720177673) | > loss_0: 2.1923999786376953 (2.200318286785136) | > grad_norm_0: tensor(20.1873, device='cuda:0') (tensor(18.1597, device='cuda:0')) | > loss_gen: 2.6330883502960205 (2.7185896848062745) | > loss_kl: 1.5240614414215088 (1.4331665345493898) | > loss_feat: 8.855648040771484 (7.547824128668136) | > loss_mel: 21.52275276184082 (20.808497001384854) | > loss_duration: 2.3359861373901367 (2.169585207039286) | > loss_1: 36.87153625488281 (34.67766258933329) | > grad_norm_1: tensor(251.8126, device='cuda:0') (tensor(217.1805, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.5359 (0.3913903550294502) | > loader_time: 0.0086 (0.0047022631175839425)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.16623592376709 (2.16623592376709) | > loss_disc_real_0: 0.14350518584251404 (0.14350518584251404) | > loss_disc_real_1: 0.2085234373807907 (0.2085234373807907) | > loss_disc_real_2: 0.2169048935174942 (0.2169048935174942) | > loss_disc_real_3: 0.22743485867977142 (0.22743485867977142) | > loss_disc_real_4: 0.17161543667316437 (0.17161543667316437) | > loss_disc_real_5: 0.1862979382276535 (0.1862979382276535) | > loss_0: 2.16623592376709 (2.16623592376709) | > loss_gen: 2.396493673324585 (2.396493673324585) | > loss_kl: 1.4169501066207886 (1.4169501066207886) | > loss_feat: 5.586752414703369 (5.586752414703369) | > loss_mel: 18.07016944885254 (18.07016944885254) | > loss_duration: 2.762580394744873 (2.762580394744873) | > loss_1: 30.232946395874023 (30.232946395874023)  --> STEP: 1 | > loss_disc: 2.412705421447754 (2.412705421447754) | > loss_disc_real_0: 0.11882636696100235 (0.11882636696100235) | > loss_disc_real_1: 0.17650087177753448 (0.17650087177753448) | > loss_disc_real_2: 0.18658849596977234 (0.18658849596977234) | > loss_disc_real_3: 0.28847360610961914 (0.28847360610961914) | > loss_disc_real_4: 0.2960098087787628 (0.2960098087787628) | > loss_disc_real_5: 0.28984999656677246 (0.28984999656677246) | > loss_0: 2.412705421447754 (2.412705421447754) | > loss_gen: 2.3248188495635986 (2.3248188495635986) | > loss_kl: 1.2336853742599487 (1.2336853742599487) | > loss_feat: 5.8227033615112305 (5.8227033615112305) | > loss_mel: 22.158395767211914 (22.158395767211914) | > loss_duration: 2.2708280086517334 (2.2708280086517334) | > loss_1: 33.81043243408203 (33.81043243408203)  --> STEP: 2 | > loss_disc: 2.3716163635253906 (2.3921608924865723) | > loss_disc_real_0: 0.061785563826560974 (0.09030596539378166) | > loss_disc_real_1: 0.25035521388053894 (0.2134280428290367) | > loss_disc_real_2: 0.3004662096500397 (0.243527352809906) | > loss_disc_real_3: 0.3342074453830719 (0.3113405257463455) | > loss_disc_real_4: 0.25423213839530945 (0.27512097358703613) | > loss_disc_real_5: 0.23079368472099304 (0.26032184064388275) | > loss_0: 2.3716163635253906 (2.3921608924865723) | > loss_gen: 2.6166319847106934 (2.470725417137146) | > loss_kl: 1.6495041847229004 (1.4415947794914246) | > loss_feat: 6.673738956451416 (6.248221158981323) | > loss_mel: 21.437381744384766 (21.79788875579834) | > loss_duration: 2.4244282245635986 (2.347628116607666) | > loss_1: 34.80168151855469 (34.30605697631836)  --> STEP: 3 | > loss_disc: 2.586705207824707 (2.4570089975992837) | > loss_disc_real_0: 0.08117035031318665 (0.08726076036691666) | > loss_disc_real_1: 0.2305755764245987 (0.21914388736089072) | > loss_disc_real_2: 0.30589890480041504 (0.2643178701400757) | > loss_disc_real_3: 0.3493371903896332 (0.3240060806274414) | > loss_disc_real_4: 0.34731221199035645 (0.29918471972147626) | > loss_disc_real_5: 0.4107780456542969 (0.31047390898068744) | > loss_0: 2.586705207824707 (2.4570089975992837) | > loss_gen: 2.6191515922546387 (2.520200808842977) | > loss_kl: 1.1044598817825317 (1.329216480255127) | > loss_feat: 6.193994522094727 (6.230145613352458) | > loss_mel: 21.953983306884766 (21.84992027282715) | > loss_duration: 2.1833808422088623 (2.292879025141398) | > loss_1: 34.054969787597656 (34.22236124674479)  --> STEP: 4 | > loss_disc: 2.5136075019836426 (2.4711586236953735) | > loss_disc_real_0: 0.06867526471614838 (0.08261438645422459) | > loss_disc_real_1: 0.22234398126602173 (0.21994391083717346) | > loss_disc_real_2: 0.15887844562530518 (0.23795801401138306) | > loss_disc_real_3: 0.26050445437431335 (0.3081306740641594) | > loss_disc_real_4: 0.25218522548675537 (0.287434846162796) | > loss_disc_real_5: 0.24801643192768097 (0.29485953971743584) | > loss_0: 2.5136075019836426 (2.4711586236953735) | > loss_gen: 2.0372025966644287 (2.39945125579834) | > loss_kl: 1.1408113241195679 (1.2821151912212372) | > loss_feat: 6.196645736694336 (6.221770644187927) | > loss_mel: 23.084348678588867 (22.158527374267578) | > loss_duration: 2.2514004707336426 (2.2825093865394592) | > loss_1: 34.71040725708008 (34.34437274932861)  --> STEP: 5 | > loss_disc: 2.399449348449707 (2.4568167686462403) | > loss_disc_real_0: 0.07813882827758789 (0.08171927481889725) | > loss_disc_real_1: 0.2832818329334259 (0.23261149525642394) | > loss_disc_real_2: 0.25625601410865784 (0.241617614030838) | > loss_disc_real_3: 0.24531680345535278 (0.29556789994239807) | > loss_disc_real_4: 0.22055870294570923 (0.2740596175193787) | > loss_disc_real_5: 0.2536303997039795 (0.2866137117147446) | > loss_0: 2.399449348449707 (2.4568167686462403) | > loss_gen: 2.355579137802124 (2.3906768321990968) | > loss_kl: 1.2169888019561768 (1.2690899133682252) | > loss_feat: 6.068493843078613 (6.191115283966065) | > loss_mel: 21.367759704589844 (22.00037384033203) | > loss_duration: 2.3785765171051025 (2.3017228126525877) | > loss_1: 33.38739776611328 (34.152977752685544)  --> STEP: 6 | > loss_disc: 2.3958535194396973 (2.4466562271118164) | > loss_disc_real_0: 0.061039336025714874 (0.07827261835336685) | > loss_disc_real_1: 0.25333693623542786 (0.23606573541959128) | > loss_disc_real_2: 0.2203783541917801 (0.23807773739099503) | > loss_disc_real_3: 0.31031671166419983 (0.29802603522936505) | > loss_disc_real_4: 0.2677282989025116 (0.2730043977499008) | > loss_disc_real_5: 0.3046032786369324 (0.28961197286844254) | > loss_0: 2.3958535194396973 (2.4466562271118164) | > loss_gen: 2.5071487426757812 (2.410088817278544) | > loss_kl: 1.0789144039154053 (1.2373939951260884) | > loss_feat: 5.7899274826049805 (6.124250650405884) | > loss_mel: 20.954803466796875 (21.826112111409504) | > loss_duration: 2.2029895782470703 (2.2852672735850015) | > loss_1: 32.533782958984375 (33.88311195373535)  --> STEP: 7 | > loss_disc: 2.2843832969665527 (2.4234743799482072) | > loss_disc_real_0: 0.06593513488769531 (0.07651012071541377) | > loss_disc_real_1: 0.3551764488220215 (0.25308155161993845) | > loss_disc_real_2: 0.2605595886707306 (0.24128943043095724) | > loss_disc_real_3: 0.21993035078048706 (0.28686950887952534) | > loss_disc_real_4: 0.26987379789352417 (0.27255716919898987) | > loss_disc_real_5: 0.27757731080055237 (0.2878927354301725) | > loss_0: 2.2843832969665527 (2.4234743799482072) | > loss_gen: 2.8069117069244385 (2.466777801513672) | > loss_kl: 1.6191521883010864 (1.291930879865374) | > loss_feat: 5.871615409851074 (6.088159901755197) | > loss_mel: 21.19801902770996 (21.736384528023855) | > loss_duration: 2.408175468444824 (2.3028255871364047) | > loss_1: 33.903873443603516 (33.886077880859375)  --> STEP: 8 | > loss_disc: 2.333745241165161 (2.4122582376003265) | > loss_disc_real_0: 0.044501036405563354 (0.07250898517668247) | > loss_disc_real_1: 0.2186715453863144 (0.24878030084073544) | > loss_disc_real_2: 0.29268673062324524 (0.24771409295499325) | > loss_disc_real_3: 0.16295413672924042 (0.2713800873607397) | > loss_disc_real_4: 0.18840622901916504 (0.26203830167651176) | > loss_disc_real_5: 0.1513630598783493 (0.2708265259861946) | > loss_0: 2.333745241165161 (2.4122582376003265) | > loss_gen: 2.2016665935516357 (2.4336389005184174) | > loss_kl: 1.8702746629714966 (1.3642238527536392) | > loss_feat: 7.963903427124023 (6.3226278424263) | > loss_mel: 22.985260009765625 (21.892493963241577) | > loss_duration: 2.188314437866211 (2.2885116934776306) | > loss_1: 37.20941925048828 (34.30149555206299)  --> STEP: 9 | > loss_disc: 2.385632038116455 (2.4092997709910073) | > loss_disc_real_0: 0.12578678131103516 (0.07842874030272166) | > loss_disc_real_1: 0.2740284502506256 (0.2515856507751677) | > loss_disc_real_2: 0.20725296437740326 (0.2432184120019277) | > loss_disc_real_3: 0.2219811975955963 (0.26589132183127934) | > loss_disc_real_4: 0.2497626692056656 (0.2606743425130844) | > loss_disc_real_5: 0.2542300224304199 (0.268982470035553) | > loss_0: 2.385632038116455 (2.4092997709910073) | > loss_gen: 2.4360663890838623 (2.4339086214701333) | > loss_kl: 0.9354607462882996 (1.3165835075908237) | > loss_feat: 6.995185852050781 (6.3973565101623535) | > loss_mel: 20.5585994720459 (21.744283464219833) | > loss_duration: 2.17151141166687 (2.2755116621653237) | > loss_1: 33.096824645996094 (34.167643229166664)  --> STEP: 10 | > loss_disc: 2.497039556503296 (2.4180737495422364) | > loss_disc_real_0: 0.0755218118429184 (0.07813804745674133) | > loss_disc_real_1: 0.33167409896850586 (0.2595944955945015) | > loss_disc_real_2: 0.3048585057258606 (0.24938242137432098) | > loss_disc_real_3: 0.3790396749973297 (0.2772061571478844) | > loss_disc_real_4: 0.2925623655319214 (0.2638631448149681) | > loss_disc_real_5: 0.23782098293304443 (0.26586632132530214) | > loss_0: 2.497039556503296 (2.4180737495422364) | > loss_gen: 2.751890182495117 (2.465706777572632) | > loss_kl: 1.6812742948532104 (1.3530525863170624) | > loss_feat: 6.028809547424316 (6.36050181388855) | > loss_mel: 22.091262817382812 (21.778981399536132) | > loss_duration: 2.2491164207458496 (2.2728721380233763) | > loss_1: 34.80235290527344 (34.23111419677734)  --> STEP: 11 | > loss_disc: 2.260443925857544 (2.403743765570901) | > loss_disc_real_0: 0.047352030873298645 (0.07533931867642836) | > loss_disc_real_1: 0.15932589769363403 (0.25047916851260443) | > loss_disc_real_2: 0.31993499398231506 (0.2557962916114114) | > loss_disc_real_3: 0.2081860601902008 (0.27093160287900403) | > loss_disc_real_4: 0.27577948570251465 (0.2649464485320178) | > loss_disc_real_5: 0.2902423143386841 (0.26808232069015503) | > loss_0: 2.260443925857544 (2.403743765570901) | > loss_gen: 2.809804916381836 (2.4969884265552866) | > loss_kl: 1.6219134330749512 (1.3774944814768704) | > loss_feat: 8.305116653442383 (6.537284981120717) | > loss_mel: 21.508901596069336 (21.75442869013006) | > loss_duration: 2.444291114807129 (2.288455681367354) | > loss_1: 36.690025329589844 (34.45465157248757)  --> STEP: 12 | > loss_disc: 2.3354969024658203 (2.3980565269788108) | > loss_disc_real_0: 0.07009400427341461 (0.07490220914284389) | > loss_disc_real_1: 0.3631097078323364 (0.25986504678924877) | > loss_disc_real_2: 0.3344259262084961 (0.2623487611611684) | > loss_disc_real_3: 0.24885424971580505 (0.26909182344873744) | > loss_disc_real_4: 0.19839675724506378 (0.25940064092477166) | > loss_disc_real_5: 0.20076140761375427 (0.262472244600455) | > loss_0: 2.3354969024658203 (2.3980565269788108) | > loss_gen: 2.7556028366088867 (2.518539627393087) | > loss_kl: 1.414069652557373 (1.3805424124002457) | > loss_feat: 6.26888370513916 (6.514918208122253) | > loss_mel: 22.760013580322266 (21.838227430979412) | > loss_duration: 2.2178361415863037 (2.282570719718933) | > loss_1: 35.416404724121094 (34.53479766845703)  --> STEP: 13 | > loss_disc: 2.525336265563965 (2.4078472761007457) | > loss_disc_real_0: 0.08308883756399155 (0.07553194979062447) | > loss_disc_real_1: 0.34084582328796387 (0.26609433728914994) | > loss_disc_real_2: 0.2796412706375122 (0.26367895419781023) | > loss_disc_real_3: 0.2938556969165802 (0.27099673679241765) | > loss_disc_real_4: 0.2165960818529129 (0.2561079825346287) | > loss_disc_real_5: 0.29144132137298584 (0.2647006351214189) | > loss_0: 2.525336265563965 (2.4078472761007457) | > loss_gen: 2.4226784706115723 (2.5111656922560472) | > loss_kl: 1.365712285041809 (1.3794016333726735) | > loss_feat: 5.949512004852295 (6.471425423255334) | > loss_mel: 20.759628295898438 (21.755258266742413) | > loss_duration: 2.117588520050049 (2.269879781282865) | > loss_1: 32.61511993408203 (34.387130150428185)  --> STEP: 14 | > loss_disc: 2.2246479988098145 (2.3947616134371077) | > loss_disc_real_0: 0.08918549120426178 (0.07650720274874143) | > loss_disc_real_1: 0.21998627483844757 (0.2628009042569569) | > loss_disc_real_2: 0.3163008391857147 (0.26743766026837484) | > loss_disc_real_3: 0.2595110237598419 (0.2701763287186622) | > loss_disc_real_4: 0.20176510512828827 (0.2522263484341758) | > loss_disc_real_5: 0.26538601517677307 (0.2647495908396585) | > loss_0: 2.2246479988098145 (2.3947616134371077) | > loss_gen: 2.653888702392578 (2.5213601929800853) | > loss_kl: 1.5406602621078491 (1.3909201068537576) | > loss_feat: 7.622361183166504 (6.553635120391846) | > loss_mel: 22.852632522583008 (21.833642142159597) | > loss_duration: 2.3764710426330566 (2.2774934428078786) | > loss_1: 37.046016693115234 (34.57705061776297)  --> STEP: 15 | > loss_disc: 2.3906867504119873 (2.3944899559021) | > loss_disc_real_0: 0.09931673109531403 (0.07802783797184626) | > loss_disc_real_1: 0.3602299094200134 (0.26929617126782734) | > loss_disc_real_2: 0.20350812375545502 (0.26317569116751355) | > loss_disc_real_3: 0.22800341248512268 (0.26736480096975956) | > loss_disc_real_4: 0.19932353496551514 (0.24869949420293175) | > loss_disc_real_5: 0.2282567322254181 (0.26231673359870916) | > loss_0: 2.3906867504119873 (2.3944899559021) | > loss_gen: 2.2529845237731934 (2.5034684816996258) | > loss_kl: 1.719502568244934 (1.412825604279836) | > loss_feat: 6.188302516937256 (6.529279613494873) | > loss_mel: 17.6220760345459 (21.552871068318684) | > loss_duration: 2.298576831817627 (2.278899002075195) | > loss_1: 30.08144187927246 (34.277343368530275)  --> STEP: 16 | > loss_disc: 2.2115416526794434 (2.3830556869506836) | > loss_disc_real_0: 0.1324513703584671 (0.08142930874601007) | > loss_disc_real_1: 0.26734235882759094 (0.2691740579903126) | > loss_disc_real_2: 0.3374364376068115 (0.26781698781996965) | > loss_disc_real_3: 0.2995319962501526 (0.26937525067478413) | > loss_disc_real_4: 0.2005557417869568 (0.24569050967693332) | > loss_disc_real_5: 0.18770872056484222 (0.2576537327840925) | > loss_0: 2.2115416526794434 (2.3830556869506836) | > loss_gen: 3.011223077774048 (2.535203143954277) | > loss_kl: 1.724797248840332 (1.432323832064867) | > loss_feat: 8.38964557647705 (6.645552486181259) | > loss_mel: 21.533212661743164 (21.551642417907715) | > loss_duration: 2.2905054092407227 (2.2796244025230408) | > loss_1: 36.94938278198242 (34.44434583187103)  --> STEP: 17 | > loss_disc: 2.6620898246765137 (2.3994694597580852) | > loss_disc_real_0: 0.10451056063175201 (0.08278702944517136) | > loss_disc_real_1: 0.40325599908828735 (0.2770612309960758) | > loss_disc_real_2: 0.24755845963954926 (0.2666253096917096) | > loss_disc_real_3: 0.27720069885253906 (0.2698355711558285) | > loss_disc_real_4: 0.3055904805660248 (0.2492140373762916) | > loss_disc_real_5: 0.33365243673324585 (0.2621242447811015) | > loss_0: 2.6620898246765137 (2.3994694597580852) | > loss_gen: 2.4625191688537598 (2.5309276160071876) | > loss_kl: 1.7656329870224 (1.451930252944722) | > loss_feat: 4.857205867767334 (6.5403556262745575) | > loss_mel: 18.69359588623047 (21.383522033691406) | > loss_duration: 2.375980854034424 (2.285292429082534) | > loss_1: 30.15493392944336 (34.1920274846694)  --> STEP: 18 | > loss_disc: 1.967847228050232 (2.375490446885427) | > loss_disc_real_0: 0.08062131702899933 (0.08266671208871736) | > loss_disc_real_1: 0.19616103172302246 (0.2725667754809062) | > loss_disc_real_2: 0.24257813394069672 (0.26528935548332) | > loss_disc_real_3: 0.21277916431427002 (0.26666577077574194) | > loss_disc_real_4: 0.1632593870162964 (0.24443877902295855) | > loss_disc_real_5: 0.1490941047668457 (0.2558447925580873) | > loss_0: 1.967847228050232 (2.375490446885427) | > loss_gen: 2.588984489440918 (2.5341529978646173) | > loss_kl: 1.633400797843933 (1.4620119498835669) | > loss_feat: 8.726018905639648 (6.661781364017063) | > loss_mel: 20.87289047241211 (21.355153613620335) | > loss_duration: 2.2557742595672607 (2.2836525307761297) | > loss_1: 36.07707214355469 (34.29675218794081)  --> STEP: 19 | > loss_disc: 2.2297441959381104 (2.36781959157241) | > loss_disc_real_0: 0.12254846096038818 (0.08476575150301582) | > loss_disc_real_1: 0.29727703332901 (0.27386731536764847) | > loss_disc_real_2: 0.23599988222122192 (0.2637478042589991) | > loss_disc_real_3: 0.2243339568376541 (0.26443778056847417) | > loss_disc_real_4: 0.2644934356212616 (0.2454942872649745) | > loss_disc_real_5: 0.28999367356300354 (0.2576421020846618) | > loss_0: 2.2297441959381104 (2.36781959157241) | > loss_gen: 2.9015462398529053 (2.5534894842850533) | > loss_kl: 1.1862993240356445 (1.4475007590494657) | > loss_feat: 7.861706256866455 (6.724935305745978) | > loss_mel: 22.820724487304688 (21.432288922761614) | > loss_duration: 2.319744110107422 (2.28555208758304) | > loss_1: 37.09001922607422 (34.44376624257941)  --> STEP: 20 | > loss_disc: 2.089754581451416 (2.3539163410663604) | > loss_disc_real_0: 0.06728356331586838 (0.08389164209365844) | > loss_disc_real_1: 0.26002901792526245 (0.2731754004955292) | > loss_disc_real_2: 0.24384966492652893 (0.26275289729237555) | > loss_disc_real_3: 0.2494099736213684 (0.2636863902211189) | > loss_disc_real_4: 0.2081989198923111 (0.24362951889634132) | > loss_disc_real_5: 0.23191013932228088 (0.2563555039465428) | > loss_0: 2.089754581451416 (2.3539163410663604) | > loss_gen: 2.905184507369995 (2.5710742354393004) | > loss_kl: 1.7631841897964478 (1.463284930586815) | > loss_feat: 8.178485870361328 (6.797612833976745) | > loss_mel: 21.855260848999023 (21.453437519073486) | > loss_duration: 2.3409922122955322 (2.2883240938186646) | > loss_1: 37.04310989379883 (34.57373342514038)  --> STEP: 21 | > loss_disc: 2.3010764122009277 (2.35140015397753) | > loss_disc_real_0: 0.0953269824385643 (0.08443618211008254) | > loss_disc_real_1: 0.3622094392776489 (0.27741511662801105) | > loss_disc_real_2: 0.33652016520500183 (0.26626562433583395) | > loss_disc_real_3: 0.3884247839450836 (0.26962631373178386) | > loss_disc_real_4: 0.23725266754627228 (0.2433258593082428) | > loss_disc_real_5: 0.2047380954027176 (0.25389753211112254) | > loss_0: 2.3010764122009277 (2.35140015397753) | > loss_gen: 3.274374008178711 (2.604564700807844) | > loss_kl: 1.7561219930648804 (1.47722955260958) | > loss_feat: 7.021996974945068 (6.808297793070476) | > loss_mel: 20.193986892700195 (21.393463679722377) | > loss_duration: 2.165337324142456 (2.2824675809769404) | > loss_1: 34.41181945800781 (34.566023236229306)  --> STEP: 22 | > loss_disc: 1.5757901668548584 (2.3161451545628635) | > loss_disc_real_0: 0.035898223519325256 (0.08222991126504811) | > loss_disc_real_1: 0.13432051241397858 (0.27091081643646414) | > loss_disc_real_2: 0.13366681337356567 (0.26023840565573086) | > loss_disc_real_3: 0.277128666639328 (0.2699673297730359) | > loss_disc_real_4: 0.16522979736328125 (0.23977603831074454) | > loss_disc_real_5: 0.1275031417608261 (0.24815233254974542) | > loss_0: 1.5757901668548584 (2.3161451545628635) | > loss_gen: 3.143860340118408 (2.629078138958324) | > loss_kl: 1.4527614116668701 (1.4761173643849113) | > loss_feat: 10.354504585266113 (6.96948901089755) | > loss_mel: 21.77907371520996 (21.410991408608176) | > loss_duration: 2.1624889373779297 (2.2770140062678945) | > loss_1: 38.89269256591797 (34.762690023942426)  --> STEP: 23 | > loss_disc: 2.1168789863586426 (2.3074814081192017) | > loss_disc_real_0: 0.05863925814628601 (0.08120423069466716) | > loss_disc_real_1: 0.21051059663295746 (0.2682847199232682) | > loss_disc_real_2: 0.20252975821495056 (0.25772933402787085) | > loss_disc_real_3: 0.2445601373910904 (0.26886266923469043) | > loss_disc_real_4: 0.18014752864837646 (0.2371834944123807) | > loss_disc_real_5: 0.21311353147029877 (0.24662890641585644) | > loss_0: 2.1168789863586426 (2.3074814081192017) | > loss_gen: 2.441397190093994 (2.620918097703353) | > loss_kl: 2.0484719276428223 (1.5010023453961248) | > loss_feat: 8.142478942871094 (7.020488573157269) | > loss_mel: 21.907621383666992 (21.43258401621943) | > loss_duration: 2.306020736694336 (2.278275168460348) | > loss_1: 36.84599304199219 (34.85326841603155)  --> STEP: 24 | > loss_disc: 2.2260398864746094 (2.3040880113840103) | > loss_disc_real_0: 0.07845655828714371 (0.08108974434435369) | > loss_disc_real_1: 0.3570583760738373 (0.27198362226287526) | > loss_disc_real_2: 0.27946946024894714 (0.2586351726204157) | > loss_disc_real_3: 0.24193362891674042 (0.26774062588810915) | > loss_disc_real_4: 0.16293157637119293 (0.2340896644939979) | > loss_disc_real_5: 0.26992616057395935 (0.24759962533911073) | > loss_0: 2.2260398864746094 (2.3040880113840103) | > loss_gen: 2.758681535720825 (2.626658240954081) | > loss_kl: 1.976372241973877 (1.5208094244201977) | > loss_feat: 8.003779411315918 (7.061459024747212) | > loss_mel: 19.607038497924805 (21.35651961962382) | > loss_duration: 2.4082601070404053 (2.2836912075678506) | > loss_1: 34.75413131713867 (34.849137703577675)  --> STEP: 25 | > loss_disc: 2.2997324466705322 (2.3039137887954713) | > loss_disc_real_0: 0.05727265030145645 (0.08013706058263781) | > loss_disc_real_1: 0.16576340794563293 (0.26773481369018554) | > loss_disc_real_2: 0.2324630171060562 (0.2575882863998413) | > loss_disc_real_3: 0.2659257650375366 (0.26766803145408624) | > loss_disc_real_4: 0.16592666506767273 (0.2313631445169449) | > loss_disc_real_5: 0.22173014283180237 (0.2465648460388184) | > loss_0: 2.2997324466705322 (2.3039137887954713) | > loss_gen: 2.156019926071167 (2.6078327083587647) | > loss_kl: 1.677465558052063 (1.5270756697654724) | > loss_feat: 6.195359706878662 (7.026815052032471) | > loss_mel: 19.458091735839844 (21.28058250427246) | > loss_duration: 2.3521647453308105 (2.286430149078369) | > loss_1: 31.839101791381836 (34.72873626708984)  --> STEP: 26 | > loss_disc: 1.6311713457107544 (2.278039079446059) | > loss_disc_real_0: 0.059927232563495636 (0.07935975950497849) | > loss_disc_real_1: 0.1714521050453186 (0.2640316325884599) | > loss_disc_real_2: 0.2152317315340042 (0.2559591881357707) | > loss_disc_real_3: 0.08483180403709412 (0.260635868861125) | > loss_disc_real_4: 0.16037441790103912 (0.22863280887787157) | > loss_disc_real_5: 0.09375713020563126 (0.24068762619908043) | > loss_0: 1.6311713457107544 (2.278039079446059) | > loss_gen: 2.8108506202697754 (2.615641089586111) | > loss_kl: 1.7382218837738037 (1.535196677996562) | > loss_feat: 11.075156211853027 (7.182520481256338) | > loss_mel: 21.289987564086914 (21.280944237342247) | > loss_duration: 2.303565740585327 (2.287089210290175) | > loss_1: 39.2177848815918 (34.90139198303223) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023061678959773136 (-8.175923274113608e-05) | > avg_loss_disc: 2.278039079446059 (-0.08449212862895106) | > avg_loss_disc_real_0: 0.07935975950497849 (-0.005998318871626468) | > avg_loss_disc_real_1: 0.2640316325884599 (+0.09261302119837359) | > avg_loss_disc_real_2: 0.2559591881357707 (-0.051026278390334134) | > avg_loss_disc_real_3: 0.260635868861125 (-0.026315787950387526) | > avg_loss_disc_real_4: 0.22863280887787157 (-0.06767219620255327) | > avg_loss_disc_real_5: 0.24068762619908043 (-0.08281322998496196) | > avg_loss_0: 2.278039079446059 (-0.08449212862895106) | > avg_loss_gen: 2.615641089586111 (-0.20523452758789062) | > avg_loss_kl: 1.535196677996562 (-0.07966203643725467) | > avg_loss_feat: 7.182520481256338 (-0.2955867327176609) | > avg_loss_mel: 21.280944237342247 (-0.06157926412729253) | > avg_loss_duration: 2.287089210290175 (+0.0031870145064134547) | > avg_loss_1: 34.90139198303223 (-0.638875374427208)  > EPOCH: 42/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:47:45)   --> TIME: 2024-06-10 16:47:51 -- STEP: 14/330 -- GLOBAL_STEP: 101875 | > loss_disc: 2.1692237854003906 (2.2532565934317454) | > loss_disc_real_0: 0.07433788478374481 (0.11729307685579572) | > loss_disc_real_1: 0.19125062227249146 (0.1994952421103205) | > loss_disc_real_2: 0.21475085616111755 (0.21439027679818018) | > loss_disc_real_3: 0.21524697542190552 (0.2308077865413257) | > loss_disc_real_4: 0.17179162800312042 (0.2071882805653981) | > loss_disc_real_5: 0.19182874262332916 (0.22250925323792867) | > loss_0: 2.1692237854003906 (2.2532565934317454) | > grad_norm_0: tensor(10.5975, device='cuda:0') (tensor(19.3588, device='cuda:0')) | > loss_gen: 2.6057982444763184 (2.6026946306228638) | > loss_kl: 1.4430447816848755 (1.5030958482197352) | > loss_feat: 7.254425525665283 (6.659542151859829) | > loss_mel: 19.88762092590332 (21.04160349709647) | > loss_duration: 2.1628258228302 (2.2833271537508284) | > loss_1: 33.35371398925781 (34.09026309422085) | > grad_norm_1: tensor(221.0899, device='cuda:0') (tensor(145.7980, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3373 (0.3371082714625767) | > loader_time: 0.0029 (0.0029288530349731445)  --> TIME: 2024-06-10 16:48:00 -- STEP: 39/330 -- GLOBAL_STEP: 101900 | > loss_disc: 2.190049648284912 (2.2146526605654984) | > loss_disc_real_0: 0.10667156428098679 (0.11583761565196209) | > loss_disc_real_1: 0.19347546994686127 (0.20353579750427833) | > loss_disc_real_2: 0.19442568719387054 (0.20986555134638762) | > loss_disc_real_3: 0.19880861043930054 (0.22350906294125777) | > loss_disc_real_4: 0.17586788535118103 (0.20979132598791367) | > loss_disc_real_5: 0.20657585561275482 (0.2120266174658751) | > loss_0: 2.190049648284912 (2.2146526605654984) | > grad_norm_0: tensor(11.2228, device='cuda:0') (tensor(18.1665, device='cuda:0')) | > loss_gen: 2.5169503688812256 (2.675738750359951) | > loss_kl: 1.2905380725860596 (1.4237146652661836) | > loss_feat: 7.613361835479736 (7.092423915863037) | > loss_mel: 20.453020095825195 (20.90707177382249) | > loss_duration: 2.132573127746582 (2.182218478276179) | > loss_1: 34.00644302368164 (34.28116725041317) | > grad_norm_1: tensor(316.1829, device='cuda:0') (tensor(172.6136, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3364 (0.34270460177690554) | > loader_time: 0.0036 (0.003140186652159079)  --> TIME: 2024-06-10 16:48:09 -- STEP: 64/330 -- GLOBAL_STEP: 101925 | > loss_disc: 2.3372745513916016 (2.2076054923236366) | > loss_disc_real_0: 0.17458729445934296 (0.11721012904308736) | > loss_disc_real_1: 0.23152202367782593 (0.2035384534392506) | > loss_disc_real_2: 0.2409472018480301 (0.21001039468683302) | > loss_disc_real_3: 0.2319195419549942 (0.2198680976871401) | > loss_disc_real_4: 0.21895137429237366 (0.20870074327103794) | > loss_disc_real_5: 0.2459576427936554 (0.20998045848682523) | > loss_0: 2.3372745513916016 (2.2076054923236366) | > grad_norm_0: tensor(18.0627, device='cuda:0') (tensor(15.7303, device='cuda:0')) | > loss_gen: 2.7390074729919434 (2.692571889609098) | > loss_kl: 1.5628124475479126 (1.4245771076530218) | > loss_feat: 7.403955936431885 (7.216980047523975) | > loss_mel: 21.903379440307617 (20.88340139389038) | > loss_duration: 2.0900416374206543 (2.1451850980520253) | > loss_1: 35.699195861816406 (34.36271530389786) | > grad_norm_1: tensor(236.7518, device='cuda:0') (tensor(158.3703, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3527 (0.3458670489490032) | > loader_time: 0.0035 (0.0032246410846710205)  --> TIME: 2024-06-10 16:48:18 -- STEP: 89/330 -- GLOBAL_STEP: 101950 | > loss_disc: 2.155543327331543 (2.204060117850142) | > loss_disc_real_0: 0.10860385000705719 (0.1161467574453086) | > loss_disc_real_1: 0.14392240345478058 (0.20264941403705083) | > loss_disc_real_2: 0.17167794704437256 (0.20980322327506676) | > loss_disc_real_3: 0.1689268946647644 (0.21839480453662657) | > loss_disc_real_4: 0.19552940130233765 (0.20808345799365743) | > loss_disc_real_5: 0.1982622593641281 (0.2080227637223983) | > loss_0: 2.155543327331543 (2.204060117850142) | > grad_norm_0: tensor(17.8034, device='cuda:0') (tensor(15.1658, device='cuda:0')) | > loss_gen: 2.616985321044922 (2.6890157983544167) | > loss_kl: 1.3855232000350952 (1.4305617501226706) | > loss_feat: 7.732120513916016 (7.310524769043655) | > loss_mel: 21.954063415527344 (20.92805928862497) | > loss_duration: 2.126157760620117 (2.1296551816918883) | > loss_1: 35.814849853515625 (34.48781658558363) | > grad_norm_1: tensor(134.0036, device='cuda:0') (tensor(157.6977, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3462 (0.3491597738158837) | > loader_time: 0.0034 (0.0033346267228715875)  --> TIME: 2024-06-10 16:48:27 -- STEP: 114/330 -- GLOBAL_STEP: 101975 | > loss_disc: 2.250758647918701 (2.197376911054576) | > loss_disc_real_0: 0.08842244744300842 (0.11545806639550026) | > loss_disc_real_1: 0.190431147813797 (0.20223749298275562) | > loss_disc_real_2: 0.20144279301166534 (0.2113879877224303) | > loss_disc_real_3: 0.19142363965511322 (0.21875742286966557) | > loss_disc_real_4: 0.16988985240459442 (0.2072182802254694) | > loss_disc_real_5: 0.170599564909935 (0.2070128354325629) | > loss_0: 2.250758647918701 (2.197376911054576) | > grad_norm_0: tensor(14.0966, device='cuda:0') (tensor(15.3786, device='cuda:0')) | > loss_gen: 2.599799156188965 (2.699987877879226) | > loss_kl: 1.3774477243423462 (1.4234696961285778) | > loss_feat: 7.545681476593018 (7.371056247175786) | > loss_mel: 21.540292739868164 (20.950568500318024) | > loss_duration: 2.105308771133423 (2.1238359861206586) | > loss_1: 35.16852951049805 (34.56891802737587) | > grad_norm_1: tensor(199.3356, device='cuda:0') (tensor(181.0158, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3453 (0.3516929254197238) | > loader_time: 0.0036 (0.0034367849952296205)  --> TIME: 2024-06-10 16:48:36 -- STEP: 139/330 -- GLOBAL_STEP: 102000 | > loss_disc: 2.1241204738616943 (2.200305594814765) | > loss_disc_real_0: 0.11277755349874496 (0.11562085140952104) | > loss_disc_real_1: 0.18016277253627777 (0.2024117970852543) | > loss_disc_real_2: 0.19514305889606476 (0.2123857553271081) | > loss_disc_real_3: 0.18285273015499115 (0.2182742090319558) | > loss_disc_real_4: 0.16477487981319427 (0.20739358513475328) | > loss_disc_real_5: 0.1599368453025818 (0.20657975349923693) | > loss_0: 2.1241204738616943 (2.200305594814765) | > grad_norm_0: tensor(35.0690, device='cuda:0') (tensor(16.6139, device='cuda:0')) | > loss_gen: 2.7588143348693848 (2.719100284919464) | > loss_kl: 1.4739980697631836 (1.4245602081147888) | > loss_feat: 8.022465705871582 (7.407432751689884) | > loss_mel: 20.93685531616211 (20.998546737561128) | > loss_duration: 2.1790428161621094 (2.1243453128732366) | > loss_1: 35.371177673339844 (34.67398513135293) | > grad_norm_1: tensor(223.4558, device='cuda:0') (tensor(195.2686, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3803 (0.354358119072674) | > loader_time: 0.0039 (0.0035824398342654) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_102000.pth  --> TIME: 2024-06-10 16:48:51 -- STEP: 164/330 -- GLOBAL_STEP: 102025 | > loss_disc: 2.123452663421631 (2.2088414612339746) | > loss_disc_real_0: 0.0697731003165245 (0.11608391168822603) | > loss_disc_real_1: 0.19861164689064026 (0.20519380235090484) | > loss_disc_real_2: 0.19818493723869324 (0.21334576733955518) | > loss_disc_real_3: 0.22828058898448944 (0.218177933336758) | > loss_disc_real_4: 0.22416523098945618 (0.20714335961312796) | > loss_disc_real_5: 0.2209434062242508 (0.2071995829663626) | > loss_0: 2.123452663421631 (2.2088414612339746) | > grad_norm_0: tensor(12.0179, device='cuda:0') (tensor(18.3083, device='cuda:0')) | > loss_gen: 3.1498920917510986 (2.7176409189294026) | > loss_kl: 1.6152492761611938 (1.436148959689024) | > loss_feat: 8.651745796203613 (7.404384607222022) | > loss_mel: 20.916942596435547 (21.03083115089231) | > loss_duration: 2.1850264072418213 (2.123939378959376) | > loss_1: 36.518856048583984 (34.712944868134294) | > grad_norm_1: tensor(217.4855, device='cuda:0') (tensor(202.9222, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3823 (0.35962030218868724) | > loader_time: 0.0044 (0.003659139319163997)  --> TIME: 2024-06-10 16:49:00 -- STEP: 189/330 -- GLOBAL_STEP: 102050 | > loss_disc: 2.1364715099334717 (2.2089602524641325) | > loss_disc_real_0: 0.0999288484454155 (0.11561264196243236) | > loss_disc_real_1: 0.23083601891994476 (0.20587694558201639) | > loss_disc_real_2: 0.2064121514558792 (0.21424660472958174) | > loss_disc_real_3: 0.22808903455734253 (0.2179084942927436) | > loss_disc_real_4: 0.23485104739665985 (0.20665575445644452) | > loss_disc_real_5: 0.21278122067451477 (0.2069987583728064) | > loss_0: 2.1364715099334717 (2.2089602524641325) | > grad_norm_0: tensor(11.1635, device='cuda:0') (tensor(18.6916, device='cuda:0')) | > loss_gen: 2.776456832885742 (2.718473897409186) | > loss_kl: 1.5154067277908325 (1.4388800928832362) | > loss_feat: 7.619195461273193 (7.401171701925772) | > loss_mel: 20.39718246459961 (21.005422339868296) | > loss_duration: 2.174764633178711 (2.128430279474409) | > loss_1: 34.483009338378906 (34.69237819045942) | > grad_norm_1: tensor(262.7652, device='cuda:0') (tensor(211.7138, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3869 (0.36212310589179797) | > loader_time: 0.0046 (0.0037471087521346157)  --> TIME: 2024-06-10 16:49:10 -- STEP: 214/330 -- GLOBAL_STEP: 102075 | > loss_disc: 2.2375340461730957 (2.205616664106601) | > loss_disc_real_0: 0.11351484060287476 (0.11516553737989096) | > loss_disc_real_1: 0.19219240546226501 (0.20518156273342736) | > loss_disc_real_2: 0.21244435012340546 (0.21380165734580742) | > loss_disc_real_3: 0.23029614984989166 (0.21730059162478577) | > loss_disc_real_4: 0.2093927413225174 (0.20698664991933619) | > loss_disc_real_5: 0.22220966219902039 (0.2075992686865486) | > loss_0: 2.2375340461730957 (2.205616664106601) | > grad_norm_0: tensor(4.6009, device='cuda:0') (tensor(17.9817, device='cuda:0')) | > loss_gen: 2.5010509490966797 (2.719613898580319) | > loss_kl: 1.325434923171997 (1.4421541278607377) | > loss_feat: 6.796267986297607 (7.423460086929464) | > loss_mel: 20.750019073486328 (20.999635108163424) | > loss_duration: 2.2105350494384766 (2.1337894602356666) | > loss_1: 33.583309173583984 (34.718652564788556) | > grad_norm_1: tensor(152.8133, device='cuda:0') (tensor(211.9634, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.3911 (0.3655406459469662) | > loader_time: 0.0044 (0.00388447703602158)  --> TIME: 2024-06-10 16:49:21 -- STEP: 239/330 -- GLOBAL_STEP: 102100 | > loss_disc: 2.057117462158203 (2.204914479574896) | > loss_disc_real_0: 0.09251250326633453 (0.11574999336542943) | > loss_disc_real_1: 0.1399013102054596 (0.20520220023568203) | > loss_disc_real_2: 0.18743130564689636 (0.21298404031717624) | > loss_disc_real_3: 0.19768638908863068 (0.21677476996906628) | > loss_disc_real_4: 0.250570148229599 (0.20734575128954333) | > loss_disc_real_5: 0.20964322984218597 (0.20752765843060228) | > loss_0: 2.057117462158203 (2.204914479574896) | > grad_norm_0: tensor(28.6453, device='cuda:0') (tensor(18.1189, device='cuda:0')) | > loss_gen: 2.769225597381592 (2.7179371313071146) | > loss_kl: 1.2537914514541626 (1.4427755198219332) | > loss_feat: 7.869533061981201 (7.432713440771383) | > loss_mel: 21.493473052978516 (20.977040358667093) | > loss_duration: 2.170445680618286 (2.1402100838377875) | > loss_1: 35.55646896362305 (34.71067644063402) | > grad_norm_1: tensor(356.2795, device='cuda:0') (tensor(215.9180, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.4068 (0.36978573978695417) | > loader_time: 0.0054 (0.00403078729637497)  --> TIME: 2024-06-10 16:49:32 -- STEP: 264/330 -- GLOBAL_STEP: 102125 | > loss_disc: 1.839898943901062 (2.2030816358147227) | > loss_disc_real_0: 0.07781834900379181 (0.1158484976851579) | > loss_disc_real_1: 0.22324801981449127 (0.20574969628995113) | > loss_disc_real_2: 0.20475682616233826 (0.21251233830822233) | > loss_disc_real_3: 0.20118890702724457 (0.21643372506580566) | > loss_disc_real_4: 0.1606886386871338 (0.2062327373547085) | > loss_disc_real_5: 0.17980514466762543 (0.20584229521001832) | > loss_0: 1.839898943901062 (2.2030816358147227) | > grad_norm_0: tensor(6.6885, device='cuda:0') (tensor(19.3570, device='cuda:0')) | > loss_gen: 3.357962131500244 (2.724739602117827) | > loss_kl: 1.3494662046432495 (1.4431079924106598) | > loss_feat: 9.297431945800781 (7.466388138857755) | > loss_mel: 20.750240325927734 (20.950103239579633) | > loss_duration: 2.2446324825286865 (2.146098261529749) | > loss_1: 36.999732971191406 (34.7304371631507) | > grad_norm_1: tensor(248.1723, device='cuda:0') (tensor(221.1548, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.4408 (0.3750648435318109) | > loader_time: 0.0053 (0.004191880876367741)  --> TIME: 2024-06-10 16:49:43 -- STEP: 289/330 -- GLOBAL_STEP: 102150 | > loss_disc: 2.5570924282073975 (2.190497602558464) | > loss_disc_real_0: 0.1520540416240692 (0.11368170517229291) | > loss_disc_real_1: 0.17470389604568481 (0.2052141976088388) | > loss_disc_real_2: 0.30724361538887024 (0.21224580519545863) | > loss_disc_real_3: 0.24771223962306976 (0.21579175682216367) | > loss_disc_real_4: 0.2839105725288391 (0.20364902637718468) | > loss_disc_real_5: 0.22556838393211365 (0.20513928905902856) | > loss_0: 2.5570924282073975 (2.190497602558464) | > grad_norm_0: tensor(55.5984, device='cuda:0') (tensor(19.9950, device='cuda:0')) | > loss_gen: 2.835066318511963 (2.7569085050206694) | > loss_kl: 1.546897292137146 (1.4428367882863868) | > loss_feat: 7.648679256439209 (7.550284146437596) | > loss_mel: 20.126258850097656 (20.900609943693475) | > loss_duration: 2.2897324562072754 (2.1538873733533705) | > loss_1: 34.44663619995117 (34.80452674152944) | > grad_norm_1: tensor(76.8498, device='cuda:0') (tensor(223.8332, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.4438 (0.38123615802778105) | > loader_time: 0.0069 (0.0043458097121294795)  --> TIME: 2024-06-10 16:49:56 -- STEP: 314/330 -- GLOBAL_STEP: 102175 | > loss_disc: 2.362697124481201 (2.19194581554194) | > loss_disc_real_0: 0.08206523954868317 (0.11156537216512641) | > loss_disc_real_1: 0.3436489701271057 (0.20697113050586854) | > loss_disc_real_2: 0.2242085039615631 (0.21389304267562878) | > loss_disc_real_3: 0.21335773169994354 (0.2169470455805967) | > loss_disc_real_4: 0.24159684777259827 (0.2019001999810624) | > loss_disc_real_5: 0.22134359180927277 (0.20603678816822693) | > loss_0: 2.362697124481201 (2.19194581554194) | > grad_norm_0: tensor(16.1233, device='cuda:0') (tensor(20.2235, device='cuda:0')) | > loss_gen: 2.644777774810791 (2.7725392496509906) | > loss_kl: 1.3393365144729614 (1.4445516626546333) | > loss_feat: 7.605003356933594 (7.614909589670266) | > loss_mel: 20.617828369140625 (20.889697919225988) | > loss_duration: 2.351128101348877 (2.1654618879792036) | > loss_1: 34.558074951171875 (34.887160270836745) | > grad_norm_1: tensor(363.2083, device='cuda:0') (tensor(227.3857, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.5094 (0.38999571238353753) | > loader_time: 0.0069 (0.004539915710497812)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2975170612335205 (2.2975170612335205) | > loss_disc_real_0: 0.1775476038455963 (0.1775476038455963) | > loss_disc_real_1: 0.26660457253456116 (0.26660457253456116) | > loss_disc_real_2: 0.22117851674556732 (0.22117851674556732) | > loss_disc_real_3: 0.24972693622112274 (0.24972693622112274) | > loss_disc_real_4: 0.2443612664937973 (0.2443612664937973) | > loss_disc_real_5: 0.25271081924438477 (0.25271081924438477) | > loss_0: 2.2975170612335205 (2.2975170612335205) | > loss_gen: 2.737354040145874 (2.737354040145874) | > loss_kl: 0.8011165261268616 (0.8011165261268616) | > loss_feat: 4.831096649169922 (4.831096649169922) | > loss_mel: 16.914060592651367 (16.914060592651367) | > loss_duration: 2.7958285808563232 (2.7958285808563232) | > loss_1: 28.079456329345703 (28.079456329345703)  --> STEP: 1 | > loss_disc: 2.349590301513672 (2.349590301513672) | > loss_disc_real_0: 0.19196973741054535 (0.19196973741054535) | > loss_disc_real_1: 0.21575459837913513 (0.21575459837913513) | > loss_disc_real_2: 0.2349502444267273 (0.2349502444267273) | > loss_disc_real_3: 0.2985285520553589 (0.2985285520553589) | > loss_disc_real_4: 0.2745926082134247 (0.2745926082134247) | > loss_disc_real_5: 0.3402598798274994 (0.3402598798274994) | > loss_0: 2.349590301513672 (2.349590301513672) | > loss_gen: 3.1948211193084717 (3.1948211193084717) | > loss_kl: 1.3602195978164673 (1.3602195978164673) | > loss_feat: 5.329771041870117 (5.329771041870117) | > loss_mel: 20.870718002319336 (20.870718002319336) | > loss_duration: 2.3454389572143555 (2.3454389572143555) | > loss_1: 33.10096740722656 (33.10096740722656)  --> STEP: 2 | > loss_disc: 2.5504539012908936 (2.4500221014022827) | > loss_disc_real_0: 0.22865332663059235 (0.21031153202056885) | > loss_disc_real_1: 0.3198525905609131 (0.2678035944700241) | > loss_disc_real_2: 0.30925774574279785 (0.2721039950847626) | > loss_disc_real_3: 0.29181620478630066 (0.2951723784208298) | > loss_disc_real_4: 0.24213378131389618 (0.25836319476366043) | > loss_disc_real_5: 0.31553661823272705 (0.3278982490301132) | > loss_0: 2.5504539012908936 (2.4500221014022827) | > loss_gen: 3.0400469303131104 (3.117434024810791) | > loss_kl: 1.1704994440078735 (1.2653595209121704) | > loss_feat: 5.520540714263916 (5.425155878067017) | > loss_mel: 20.37229347229004 (20.621505737304688) | > loss_duration: 2.3967461585998535 (2.3710925579071045) | > loss_1: 32.500125885009766 (32.800546646118164)  --> STEP: 3 | > loss_disc: 2.0570716857910156 (2.3190386295318604) | > loss_disc_real_0: 0.09504419565200806 (0.17188908656438193) | > loss_disc_real_1: 0.258289098739624 (0.26463209589322406) | > loss_disc_real_2: 0.24721823632717133 (0.2638087421655655) | > loss_disc_real_3: 0.17187893390655518 (0.2540745635827382) | > loss_disc_real_4: 0.18476417660713196 (0.23383018871148428) | > loss_disc_real_5: 0.24194234609603882 (0.29924628138542175) | > loss_0: 2.0570716857910156 (2.3190386295318604) | > loss_gen: 3.371917247772217 (3.202261765797933) | > loss_kl: 1.9832119941711426 (1.5046436786651611) | > loss_feat: 7.865775108337402 (6.2386956214904785) | > loss_mel: 23.351818084716797 (21.531609853108723) | > loss_duration: 2.19553279876709 (2.312572638193766) | > loss_1: 38.76825714111328 (34.7897834777832)  --> STEP: 4 | > loss_disc: 2.528991460800171 (2.371526837348938) | > loss_disc_real_0: 0.19179114699363708 (0.1768646016716957) | > loss_disc_real_1: 0.26710614562034607 (0.2652506083250046) | > loss_disc_real_2: 0.3534981608390808 (0.2862310968339443) | > loss_disc_real_3: 0.2752351462841034 (0.25936470925807953) | > loss_disc_real_4: 0.2993707060813904 (0.2502153180539608) | > loss_disc_real_5: 0.35011595487594604 (0.3119636997580528) | > loss_0: 2.528991460800171 (2.371526837348938) | > loss_gen: 3.1519675254821777 (3.189688205718994) | > loss_kl: 1.6130263805389404 (1.531739354133606) | > loss_feat: 7.05343770980835 (6.442381143569946) | > loss_mel: 20.337684631347656 (21.233128547668457) | > loss_duration: 2.2634377479553223 (2.3002889156341553) | > loss_1: 34.4195556640625 (34.69722652435303)  --> STEP: 5 | > loss_disc: 2.7593274116516113 (2.4490869522094725) | > loss_disc_real_0: 0.3046026825904846 (0.2024122178554535) | > loss_disc_real_1: 0.39021486043930054 (0.2902434587478638) | > loss_disc_real_2: 0.3359006345272064 (0.29616500437259674) | > loss_disc_real_3: 0.2716691493988037 (0.26182559728622434) | > loss_disc_real_4: 0.29442283511161804 (0.25905682146549225) | > loss_disc_real_5: 0.33792954683303833 (0.3171568691730499) | > loss_0: 2.7593274116516113 (2.4490869522094725) | > loss_gen: 2.9961342811584473 (3.1509774208068846) | > loss_kl: 1.84113609790802 (1.5936187028884887) | > loss_feat: 4.842248916625977 (6.1223546981811525) | > loss_mel: 21.089303970336914 (21.20436363220215) | > loss_duration: 2.3573365211486816 (2.3116984367370605) | > loss_1: 33.12615966796875 (34.38301315307617)  --> STEP: 6 | > loss_disc: 2.4023358821868896 (2.441295107205709) | > loss_disc_real_0: 0.18896500766277313 (0.20017101615667343) | > loss_disc_real_1: 0.3569178283214569 (0.30135585367679596) | > loss_disc_real_2: 0.29055893421173096 (0.2952306593457858) | > loss_disc_real_3: 0.2857716679573059 (0.265816609064738) | > loss_disc_real_4: 0.2885796129703522 (0.2639772867163022) | > loss_disc_real_5: 0.26419323682785034 (0.30832959711551666) | > loss_0: 2.4023358821868896 (2.441295107205709) | > loss_gen: 3.1680047512054443 (3.1538153092066445) | > loss_kl: 2.049971103668213 (1.6696774363517761) | > loss_feat: 4.288405895233154 (5.816696564356486) | > loss_mel: 20.426498413085938 (21.074719429016113) | > loss_duration: 2.1361212730407715 (2.282435576121012) | > loss_1: 32.069000244140625 (33.99734433492025)  --> STEP: 7 | > loss_disc: 2.1502017974853516 (2.3997103486742293) | > loss_disc_real_0: 0.15881718695163727 (0.1942633262702397) | > loss_disc_real_1: 0.2583652436733246 (0.29521433796201435) | > loss_disc_real_2: 0.3178269863128662 (0.29845870605536867) | > loss_disc_real_3: 0.2165193259716034 (0.258774140051433) | > loss_disc_real_4: 0.22908729314804077 (0.2589930019208363) | > loss_disc_real_5: 0.3053770363330841 (0.3079078027180263) | > loss_0: 2.1502017974853516 (2.3997103486742293) | > loss_gen: 3.9195938110351562 (3.2632122380392894) | > loss_kl: 2.196506977081299 (1.7449387993131364) | > loss_feat: 8.045089721679688 (6.135038443974087) | > loss_mel: 22.54055404663086 (21.28412437438965) | > loss_duration: 2.396968126296997 (2.298797369003296) | > loss_1: 39.09871292114258 (34.72611127580915)  --> STEP: 8 | > loss_disc: 1.745023250579834 (2.31787446141243) | > loss_disc_real_0: 0.05484185367822647 (0.17683564219623804) | > loss_disc_real_1: 0.1727418750524521 (0.27990528009831905) | > loss_disc_real_2: 0.22149232029914856 (0.2888379078358412) | > loss_disc_real_3: 0.17791199684143066 (0.24866637215018272) | > loss_disc_real_4: 0.15394282341003418 (0.24586172960698605) | > loss_disc_real_5: 0.22077590227127075 (0.29701631516218185) | > loss_0: 1.745023250579834 (2.31787446141243) | > loss_gen: 3.3624539375305176 (3.2756174504756927) | > loss_kl: 1.581629991531372 (1.724525198340416) | > loss_feat: 10.47781753540039 (6.677885830402374) | > loss_mel: 23.961393356323242 (21.618782997131348) | > loss_duration: 2.1831016540527344 (2.2843354046344757) | > loss_1: 41.5663948059082 (35.58114671707153)  --> STEP: 9 | > loss_disc: 2.4245386123657227 (2.3297260337405734) | > loss_disc_real_0: 0.17383041977882385 (0.17650172859430313) | > loss_disc_real_1: 0.24695663154125214 (0.27624431914753383) | > loss_disc_real_2: 0.3613211512565613 (0.29689160154925454) | > loss_disc_real_3: 0.27965807914733887 (0.25210989514986676) | > loss_disc_real_4: 0.25651389360427856 (0.24704530338446298) | > loss_disc_real_5: 0.2937953770160675 (0.2966584331459469) | > loss_0: 2.4245386123657227 (2.3297260337405734) | > loss_gen: 3.1974453926086426 (3.266931666268243) | > loss_kl: 1.6181765794754028 (1.7127086851331923) | > loss_feat: 6.962662220001221 (6.709527651468913) | > loss_mel: 22.79607582092285 (21.74959331088596) | > loss_duration: 2.1145901679992676 (2.2654748227861194) | > loss_1: 36.68894958496094 (35.7042359246148)  --> STEP: 10 | > loss_disc: 2.2309491634368896 (2.319848346710205) | > loss_disc_real_0: 0.13222934305667877 (0.1720744900405407) | > loss_disc_real_1: 0.26203805208206177 (0.27482369244098664) | > loss_disc_real_2: 0.24475571513175964 (0.29167801290750506) | > loss_disc_real_3: 0.24645914137363434 (0.2515448197722435) | > loss_disc_real_4: 0.2138727605342865 (0.24372804909944534) | > loss_disc_real_5: 0.27474480867385864 (0.2944670706987381) | > loss_0: 2.2309491634368896 (2.319848346710205) | > loss_gen: 2.8335378170013428 (3.2235922813415527) | > loss_kl: 1.2482576370239258 (1.6662635803222656) | > loss_feat: 5.67694091796875 (6.606268978118896) | > loss_mel: 18.30387306213379 (21.405021286010744) | > loss_duration: 2.290292263031006 (2.267956566810608) | > loss_1: 30.352903366088867 (35.16910266876221)  --> STEP: 11 | > loss_disc: 2.167520761489868 (2.3060003844174473) | > loss_disc_real_0: 0.16817110776901245 (0.1717196371067654) | > loss_disc_real_1: 0.26199111342430115 (0.27365709434856067) | > loss_disc_real_2: 0.25533491373062134 (0.2883740948005156) | > loss_disc_real_3: 0.23188096284866333 (0.24975719641555438) | > loss_disc_real_4: 0.2368628829717636 (0.24310394308783792) | > loss_disc_real_5: 0.28523802757263184 (0.293628066778183) | > loss_0: 2.167520761489868 (2.3060003844174473) | > loss_gen: 3.846285581588745 (3.2802007631822065) | > loss_kl: 1.7000898122787476 (1.6693386923183093) | > loss_feat: 8.39182186126709 (6.768591967496005) | > loss_mel: 19.959497451782227 (21.273610028353605) | > loss_duration: 2.4046478271484375 (2.2803830450231377) | > loss_1: 36.30234146118164 (35.272124377163976)  --> STEP: 12 | > loss_disc: 2.418614625930786 (2.3153849045435586) | > loss_disc_real_0: 0.22681334614753723 (0.17631077952682972) | > loss_disc_real_1: 0.3827647268772125 (0.28274939705928165) | > loss_disc_real_2: 0.3176017105579376 (0.2908097294469674) | > loss_disc_real_3: 0.25179070234298706 (0.24992665524284044) | > loss_disc_real_4: 0.290517657995224 (0.24705508599678674) | > loss_disc_real_5: 0.3138907551765442 (0.2953166241447131) | > loss_0: 2.418614625930786 (2.3153849045435586) | > loss_gen: 3.4116673469543457 (3.291156311829885) | > loss_kl: 1.8632800579071045 (1.6855004727840424) | > loss_feat: 6.428173542022705 (6.74022376537323) | > loss_mel: 19.564836502075195 (21.13121223449707) | > loss_duration: 2.2220687866210938 (2.275523523489634) | > loss_1: 33.49002456665039 (35.12361605962118)  --> STEP: 13 | > loss_disc: 2.0327699184417725 (2.293645290228037) | > loss_disc_real_0: 0.06066355109214783 (0.16741483887800804) | > loss_disc_real_1: 0.2532862424850464 (0.2804830005535713) | > loss_disc_real_2: 0.26464104652404785 (0.2887967538375121) | > loss_disc_real_3: 0.2342497706413269 (0.24872074104272401) | > loss_disc_real_4: 0.1711662858724594 (0.24121748598722312) | > loss_disc_real_5: 0.23213902115821838 (0.2904568085303673) | > loss_0: 2.0327699184417725 (2.293645290228037) | > loss_gen: 3.207423686981201 (3.2847153406876783) | > loss_kl: 1.753471851348877 (1.6907290403659527) | > loss_feat: 7.3212480545043945 (6.784917941460242) | > loss_mel: 19.510860443115234 (21.00656978900616) | > loss_duration: 2.102320909500122 (2.262200245490441) | > loss_1: 33.89532470703125 (35.02913210942195)  --> STEP: 14 | > loss_disc: 2.324455738067627 (2.2958460365022932) | > loss_disc_real_0: 0.1860359013080597 (0.16874491476586886) | > loss_disc_real_1: 0.24018925428390503 (0.2776048758200237) | > loss_disc_real_2: 0.18214641511440277 (0.2811788725001471) | > loss_disc_real_3: 0.2402171641588211 (0.2481133426938738) | > loss_disc_real_4: 0.27758052945137024 (0.24381484623466218) | > loss_disc_real_5: 0.22888419032096863 (0.2860587643725531) | > loss_0: 2.324455738067627 (2.2958460365022932) | > loss_gen: 2.7156736850738525 (3.2440695081438338) | > loss_kl: 2.054084300994873 (1.7166829875537328) | > loss_feat: 6.922760009765625 (6.794763803482056) | > loss_mel: 22.948993682861328 (21.145314352852957) | > loss_duration: 2.3457281589508057 (2.2681665250233243) | > loss_1: 36.98724365234375 (35.16899721963065)  --> STEP: 15 | > loss_disc: 2.247091293334961 (2.292595720291138) | > loss_disc_real_0: 0.21733617782592773 (0.17198433230320612) | > loss_disc_real_1: 0.2959306538105011 (0.27882659435272217) | > loss_disc_real_2: 0.28148263692855835 (0.28119912346204123) | > loss_disc_real_3: 0.14933329820632935 (0.24152800639470418) | > loss_disc_real_4: 0.1810632348060608 (0.23963140547275544) | > loss_disc_real_5: 0.2839601933956146 (0.28591885964075725) | > loss_0: 2.247091293334961 (2.292595720291138) | > loss_gen: 3.423614978790283 (3.2560392061869305) | > loss_kl: 2.2193024158477783 (1.7501909494400025) | > loss_feat: 9.389913558959961 (6.967773787180582) | > loss_mel: 20.371644973754883 (21.09373639424642) | > loss_duration: 2.285446882247925 (2.2693185488382976) | > loss_1: 37.68992233276367 (35.33705889383952)  --> STEP: 16 | > loss_disc: 2.0342957973480225 (2.276451975107193) | > loss_disc_real_0: 0.12909027934074402 (0.16930345399305224) | > loss_disc_real_1: 0.23841650784015656 (0.2763009639456868) | > loss_disc_real_2: 0.2698458731174469 (0.2804895453155041) | > loss_disc_real_3: 0.19345511496067047 (0.23852345068007708) | > loss_disc_real_4: 0.23931972682476044 (0.23961192555725574) | > loss_disc_real_5: 0.23973724246025085 (0.2830325085669756) | > loss_0: 2.0342957973480225 (2.276451975107193) | > loss_gen: 3.426095962524414 (3.266667753458023) | > loss_kl: 1.6267684698104858 (1.7424770444631577) | > loss_feat: 8.61559009552002 (7.0707623064517975) | > loss_mel: 19.598722457885742 (21.000298023223877) | > loss_duration: 2.3560807704925537 (2.2747411876916885) | > loss_1: 35.623252868652344 (35.35494601726532)  --> STEP: 17 | > loss_disc: 2.290976047515869 (2.2773063323077034) | > loss_disc_real_0: 0.15303131937980652 (0.16834626960403778) | > loss_disc_real_1: 0.2742644250392914 (0.2761811675394283) | > loss_disc_real_2: 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loss_disc_real_5: 0.1754193902015686 (0.2842598673370149) | > loss_0: 1.852489709854126 (2.2537054088380604) | > loss_gen: 3.1970534324645996 (3.295772658454047) | > loss_kl: 1.3354263305664062 (1.705953511926863) | > loss_feat: 9.076083183288574 (7.163638485802545) | > loss_mel: 23.679471969604492 (21.193219820658367) | > loss_duration: 2.255941390991211 (2.2783630159166126) | > loss_1: 39.543975830078125 (35.636947102016876)  --> STEP: 19 | > loss_disc: 2.2493419647216797 (2.2534757538845667) | > loss_disc_real_0: 0.20449614524841309 (0.16592090145537727) | > loss_disc_real_1: 0.2510051429271698 (0.26872620849232925) | > loss_disc_real_2: 0.2860366404056549 (0.27995525614211436) | > loss_disc_real_3: 0.21490269899368286 (0.23438958745253713) | > loss_disc_real_4: 0.18021653592586517 (0.23278146433202843) | > loss_disc_real_5: 0.31867003440856934 (0.2860709287618336) | > loss_0: 2.2493419647216797 (2.2534757538845667) | > loss_gen: 3.433018207550049 (3.3029961084064685) | > loss_kl: 1.4317148923873901 (1.691519900372154) | > loss_feat: 8.585429191589355 (7.2384695755807975) | > loss_mel: 19.678955078125 (21.113521676314505) | > loss_duration: 2.3272852897644043 (2.2809378724349174) | > loss_1: 35.45640182495117 (35.62744471901342)  --> STEP: 20 | > loss_disc: 2.8194031715393066 (2.2817721247673037) | > loss_disc_real_0: 0.22021856904029846 (0.16863578483462333) | > loss_disc_real_1: 0.33309563994407654 (0.2719446800649166) | > loss_disc_real_2: 0.36603817343711853 (0.28425940200686456) | > loss_disc_real_3: 0.27774104475975037 (0.2365571603178978) | > loss_disc_real_4: 0.2915763854980469 (0.23572121039032937) | > loss_disc_real_5: 0.38290849328041077 (0.29091280698776245) | > loss_0: 2.8194031715393066 (2.2817721247673037) | > loss_gen: 2.676541566848755 (3.2716733813285828) | > loss_kl: 1.8128108978271484 (1.6975844502449036) | > loss_feat: 5.464661598205566 (7.149779176712036) | > loss_mel: 18.915403366088867 (21.00361576080322) | > loss_duration: 2.3471364974975586 (2.284247803688049) | > loss_1: 31.216552734375 (35.4069001197815)  --> STEP: 21 | > loss_disc: 2.2132134437561035 (2.2785074256715325) | > loss_disc_real_0: 0.22903966903686523 (0.17151216027282534) | > loss_disc_real_1: 0.2991420328617096 (0.27323979210285915) | > loss_disc_real_2: 0.3813731074333191 (0.28888386417002904) | > loss_disc_real_3: 0.22356803715229034 (0.23593863064334505) | > loss_disc_real_4: 0.23643498122692108 (0.23575519947778611) | > loss_disc_real_5: 0.1700884997844696 (0.2851592685495104) | > loss_0: 2.2132134437561035 (2.2785074256715325) | > loss_gen: 3.831096649169922 (3.2983125845591226) | > loss_kl: 1.5409878492355347 (1.6901274692444574) | > loss_feat: 6.783414840698242 (7.132333255949474) | > loss_mel: 18.86285972595215 (20.901674997238885) | > loss_duration: 2.1655242443084717 (2.2785943008604503) | > loss_1: 33.18388366699219 (35.301042193458194)  --> STEP: 22 | > loss_disc: 2.301473617553711 (2.279551343484359) | > loss_disc_real_0: 0.15588271617889404 (0.17080173099582846) | > loss_disc_real_1: 0.2553568482398987 (0.2724269310181791) | > loss_disc_real_2: 0.2729259133338928 (0.2881585027683865) | > loss_disc_real_3: 0.23333579301834106 (0.23582031984220853) | > loss_disc_real_4: 0.2993389070034027 (0.23864536800167777) | > loss_disc_real_5: 0.3579680025577545 (0.28846875645897607) | > loss_0: 2.301473617553711 (2.279551343484359) | > loss_gen: 3.503131866455078 (3.30762255191803) | > loss_kl: 1.5341054201126099 (1.6830355579202825) | > loss_feat: 7.674015998840332 (7.1569551988081495) | > loss_mel: 21.29564094543457 (20.91958254033869) | > loss_duration: 2.16257381439209 (2.2733206423846157) | > loss_1: 36.16946792602539 (35.340516090393066)  --> STEP: 23 | > loss_disc: 2.202038288116455 (2.2761812106422763) | > loss_disc_real_0: 0.19512003660202026 (0.17185904863088028) | > loss_disc_real_1: 0.3099810481071472 (0.27405971871769946) | > loss_disc_real_2: 0.2725808918476105 (0.2874812153370484) | > loss_disc_real_3: 0.23744797706604004 (0.2358910875475925) | > loss_disc_real_4: 0.2159281075000763 (0.23765766102334726) | > loss_disc_real_5: 0.23269730806350708 (0.28604391087656433) | > loss_0: 2.202038288116455 (2.2761812106422763) | > loss_gen: 3.532614231109619 (3.3174047988394033) | > loss_kl: 1.803682565689087 (1.688281079997187) | > loss_feat: 6.907021999359131 (7.14608853796254) | > loss_mel: 20.260498046875 (20.890926692796793) | > loss_duration: 2.2855334281921387 (2.2738516330718994) | > loss_1: 34.78935241699219 (35.31655245241912)  --> STEP: 24 | > loss_disc: 2.401078701019287 (2.281385272741318) | > loss_disc_real_0: 0.14178961515426636 (0.17060615556935468) | > loss_disc_real_1: 0.25475406646728516 (0.27325531654059887) | > loss_disc_real_2: 0.20755524933338165 (0.2841509667535623) | > loss_disc_real_3: 0.2858920395374298 (0.23797446054716906) | > loss_disc_real_4: 0.26026031374931335 (0.23859943822026253) | > loss_disc_real_5: 0.4056093394756317 (0.2910258037348588) | > loss_0: 2.401078701019287 (2.281385272741318) | > loss_gen: 3.091582775115967 (3.307995547850927) | > loss_kl: 1.322390079498291 (1.6730356216430664) | > loss_feat: 6.86591100692749 (7.1344144741694135) | > loss_mel: 21.88579750061035 (20.932379643122356) | > loss_duration: 2.4118270874023438 (2.279600610335668) | > loss_1: 35.57750701904297 (35.32742555936178)  --> STEP: 25 | > loss_disc: 2.4441323280334473 (2.2878951549530036) | > loss_disc_real_0: 0.310310035943985 (0.1761943107843399) | > loss_disc_real_1: 0.3153049051761627 (0.2749373000860214) | > loss_disc_real_2: 0.3403489589691162 (0.2863988864421845) | > loss_disc_real_3: 0.24505795538425446 (0.23825780034065247) | > loss_disc_real_4: 0.21200981736183167 (0.23753585338592528) | > loss_disc_real_5: 0.2915341258049011 (0.29104613661766054) | > loss_0: 2.4441323280334473 (2.2878951549530036) | > loss_gen: 3.775876522064209 (3.326710786819458) | > loss_kl: 1.8916397094726562 (1.68177978515625) | > loss_feat: 7.857447147369385 (7.1633357810974125) | > loss_mel: 18.901241302490234 (20.85113410949707) | > loss_duration: 2.3836023807525635 (2.283760681152344) | > loss_1: 34.80980682373047 (35.30672080993652)  --> STEP: 26 | > loss_disc: 1.8322317600250244 (2.270369639763466) | > loss_disc_real_0: 0.09888380765914917 (0.1732208298949095) | > loss_disc_real_1: 0.16995325684547424 (0.2708994522690773) | > loss_disc_real_2: 0.15278249979019165 (0.2812597946478771) | > loss_disc_real_3: 0.08582727611064911 (0.23239508787026772) | > loss_disc_real_4: 0.05366692692041397 (0.23046397159879023) | > loss_disc_real_5: 0.15198689699172974 (0.28569770432435554) | > loss_0: 1.8322317600250244 (2.270369639763466) | > loss_gen: 2.539656400680542 (3.2964394642756534) | > loss_kl: 1.467560052871704 (1.6735405646837676) | > loss_feat: 16.781957626342773 (7.53328277514531) | > loss_mel: 24.262903213500977 (20.982355998112606) | > loss_duration: 2.319660186767578 (2.2851414313683143) | > loss_1: 47.37173843383789 (35.770759949317345) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022683235315176156 (-3.7844364459698084e-05) | > avg_loss_disc: 2.270369639763466 (-0.007669439682593371) | > avg_loss_disc_real_0: 0.1732208298949095 (+0.09386107038993101) | > avg_loss_disc_real_1: 0.2708994522690773 (+0.006867819680617393) | > avg_loss_disc_real_2: 0.2812597946478771 (+0.025300606512106416) | > avg_loss_disc_real_3: 0.23239508787026772 (-0.028240780990857278) | > avg_loss_disc_real_4: 0.23046397159879023 (+0.0018311627209186554) | > avg_loss_disc_real_5: 0.28569770432435554 (+0.045010078125275105) | > avg_loss_0: 2.270369639763466 (-0.007669439682593371) | > avg_loss_gen: 3.2964394642756534 (+0.6807983746895423) | > avg_loss_kl: 1.6735405646837676 (+0.13834388668720554) | > avg_loss_feat: 7.53328277514531 (+0.3507622938889723) | > avg_loss_mel: 20.982355998112606 (-0.29858823922964106) | > avg_loss_duration: 2.2851414313683143 (-0.00194777892186071) | > avg_loss_1: 35.770759949317345 (+0.8693679662851181)  > EPOCH: 43/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:50:23)   --> TIME: 2024-06-10 16:50:27 -- STEP: 9/330 -- GLOBAL_STEP: 102200 | > loss_disc: 2.2833340167999268 (2.2955716715918646) | > loss_disc_real_0: 0.11395612359046936 (0.12044212387667762) | > loss_disc_real_1: 0.20619702339172363 (0.18698653082052866) | > loss_disc_real_2: 0.30884507298469543 (0.21962776448991564) | > loss_disc_real_3: 0.23340967297554016 (0.2196461541785134) | > loss_disc_real_4: 0.22470243275165558 (0.22659358382225037) | > loss_disc_real_5: 0.20296886563301086 (0.22118087112903595) | > loss_0: 2.2833340167999268 (2.2955716715918646) | > grad_norm_0: tensor(5.5978, device='cuda:0') (tensor(18.6534, device='cuda:0')) | > loss_gen: 2.7040109634399414 (2.5021407074398465) | > loss_kl: 1.564326524734497 (1.5045803255505033) | > loss_feat: 6.708622932434082 (6.3700785636901855) | > loss_mel: 21.040802001953125 (21.030311160617405) | > loss_duration: 2.2768490314483643 (2.3571976820627847) | > loss_1: 34.29460906982422 (33.764308505588104) | > grad_norm_1: tensor(51.2039, device='cuda:0') (tensor(193.7327, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3339 (0.33169134457906085) | > loader_time: 0.0027 (0.0028869311014811196)  --> TIME: 2024-06-10 16:50:36 -- STEP: 34/330 -- GLOBAL_STEP: 102225 | > loss_disc: 2.3238065242767334 (2.269139093511245) | > loss_disc_real_0: 0.13524246215820312 (0.11622361006105647) | > loss_disc_real_1: 0.1762082427740097 (0.20206239951007507) | > loss_disc_real_2: 0.19606681168079376 (0.21135544382474003) | > loss_disc_real_3: 0.2637159824371338 (0.22421995112124612) | > loss_disc_real_4: 0.2667441964149475 (0.22261689121232314) | > loss_disc_real_5: 0.2612265348434448 (0.21850872478064368) | > loss_0: 2.3238065242767334 (2.269139093511245) | > grad_norm_0: tensor(6.8656, device='cuda:0') (tensor(11.9793, device='cuda:0')) | > loss_gen: 2.7298929691314697 (2.5890284566318287) | > loss_kl: 1.733437418937683 (1.485892842797672) | > loss_feat: 7.358191013336182 (6.806710313348209) | > loss_mel: 19.903738021850586 (20.780184801887064) | > loss_duration: 2.166149139404297 (2.1936973473604993) | > loss_1: 33.89140701293945 (33.8555133482989) | > grad_norm_1: tensor(237.8745, device='cuda:0') (tensor(185.5253, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3446 (0.3362657813464894) | > loader_time: 0.0031 (0.0030422491185805377)  --> TIME: 2024-06-10 16:50:45 -- STEP: 59/330 -- GLOBAL_STEP: 102250 | > loss_disc: 2.1695170402526855 (2.2396694159103654) | > loss_disc_real_0: 0.10757686197757721 (0.11538504417669976) | > loss_disc_real_1: 0.18041028082370758 (0.2045590630022146) | > loss_disc_real_2: 0.17842045426368713 (0.21240932077674543) | > loss_disc_real_3: 0.23070870339870453 (0.2211328424134497) | > loss_disc_real_4: 0.18005307018756866 (0.21293203128596483) | > loss_disc_real_5: 0.1631506234407425 (0.2132797799373077) | > loss_0: 2.1695170402526855 (2.2396694159103654) | > grad_norm_0: tensor(11.7867, device='cuda:0') (tensor(12.2788, device='cuda:0')) | > loss_gen: 2.5888094902038574 (2.6199329263072904) | > loss_kl: 1.409926414489746 (1.4700820264169725) | > loss_feat: 7.927883625030518 (6.968450610920534) | > loss_mel: 20.69702911376953 (20.744963403475484) | > loss_duration: 2.0637004375457764 (2.1513842021004637) | > loss_1: 34.68735122680664 (33.95481306819593) | > grad_norm_1: tensor(202.6834, device='cuda:0') (tensor(182.7764, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3366 (0.34412824097326244) | > loader_time: 0.0033 (0.0031040401782019664)  --> TIME: 2024-06-10 16:50:53 -- STEP: 84/330 -- GLOBAL_STEP: 102275 | > loss_disc: 2.143597364425659 (2.2320442994435634) | > loss_disc_real_0: 0.09986314177513123 (0.11450569837221078) | > loss_disc_real_1: 0.19171762466430664 (0.2041874366501967) | > loss_disc_real_2: 0.1918015331029892 (0.21353972720957937) | > loss_disc_real_3: 0.19572953879833221 (0.2202103648866926) | > loss_disc_real_4: 0.16539372503757477 (0.2122774294444493) | > loss_disc_real_5: 0.18563207983970642 (0.21280817953603604) | > loss_0: 2.143597364425659 (2.2320442994435634) | > grad_norm_0: tensor(14.5892, device='cuda:0') (tensor(12.2619, device='cuda:0')) | > loss_gen: 2.7095401287078857 (2.627795613947369) | > loss_kl: 1.4258713722229004 (1.476632392122632) | > loss_feat: 7.448351860046387 (7.024224468639919) | > loss_mel: 21.078460693359375 (20.76029695783342) | > loss_duration: 2.168172836303711 (2.131627248866218) | > loss_1: 34.83039855957031 (34.02057672682262) | > grad_norm_1: tensor(341.6580, device='cuda:0') (tensor(183.7645, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3432 (0.34597232228233693) | > loader_time: 0.0035 (0.0031703228042239233)  --> TIME: 2024-06-10 16:51:02 -- STEP: 109/330 -- GLOBAL_STEP: 102300 | > loss_disc: 2.1457180976867676 (2.2222059123013005) | > loss_disc_real_0: 0.10693376511335373 (0.11347695002588656) | > loss_disc_real_1: 0.16488206386566162 (0.20423121463268176) | > loss_disc_real_2: 0.23180517554283142 (0.21389731272644952) | > loss_disc_real_3: 0.21495655179023743 (0.21863811223878774) | > loss_disc_real_4: 0.212826207280159 (0.21039703132909374) | > loss_disc_real_5: 0.20795239508152008 (0.2105286262177546) | > loss_0: 2.1457180976867676 (2.2222059123013005) | > grad_norm_0: tensor(5.7191, device='cuda:0') (tensor(14.3526, device='cuda:0')) | > loss_gen: 2.770458936691284 (2.6481702808940093) | > loss_kl: 1.2484205961227417 (1.4626727443222607) | > loss_feat: 6.954853057861328 (7.135548434126267) | > loss_mel: 20.66646385192871 (20.80416604138295) | > loss_duration: 2.044407367706299 (2.1255279429461984) | > loss_1: 33.68460464477539 (34.17608549835484) | > grad_norm_1: tensor(247.0488, device='cuda:0') (tensor(197.7862, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3522 (0.347505602267904) | > loader_time: 0.0035 (0.003273889559124588)  --> TIME: 2024-06-10 16:51:12 -- STEP: 134/330 -- GLOBAL_STEP: 102325 | > loss_disc: 2.1491105556488037 (2.218331555822003) | > loss_disc_real_0: 0.10139427334070206 (0.11163538572058748) | > loss_disc_real_1: 0.15885694324970245 (0.2023601824445511) | > loss_disc_real_2: 0.18025600910186768 (0.21283350940515747) | > loss_disc_real_3: 0.18814945220947266 (0.21963472542033266) | > loss_disc_real_4: 0.21080969274044037 (0.20994296592118136) | > loss_disc_real_5: 0.1763571798801422 (0.21056248136420747) | > loss_0: 2.1491105556488037 (2.218331555822003) | > grad_norm_0: tensor(12.7089, device='cuda:0') (tensor(15.5561, device='cuda:0')) | > loss_gen: 2.573779582977295 (2.6597371421643166) | > loss_kl: 1.4245742559432983 (1.4607648395780306) | > loss_feat: 8.010917663574219 (7.182946585897191) | > loss_mel: 20.935548782348633 (20.831765117929937) | > loss_duration: 2.1150131225585938 (2.124099710984017) | > loss_1: 35.05983352661133 (34.259313512204294) | > grad_norm_1: tensor(282.9310, device='cuda:0') (tensor(200.0184, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3643 (0.3499842686439628) | > loader_time: 0.0038 (0.0034163229501069483)  --> TIME: 2024-06-10 16:51:22 -- STEP: 159/330 -- GLOBAL_STEP: 102350 | > loss_disc: 2.3541784286499023 (2.2119685089063355) | > loss_disc_real_0: 0.09824264049530029 (0.10933842833312053) | > loss_disc_real_1: 0.2200596034526825 (0.20250331961883689) | > loss_disc_real_2: 0.24473223090171814 (0.21325645366179868) | > loss_disc_real_3: 0.2285827398300171 (0.21821297330301512) | > loss_disc_real_4: 0.22527070343494415 (0.20963507328393324) | > loss_disc_real_5: 0.1981678158044815 (0.21084220004531568) | > loss_0: 2.3541784286499023 (2.2119685089063355) | > grad_norm_0: tensor(5.8098, device='cuda:0') (tensor(16.2048, device='cuda:0')) | > loss_gen: 2.6320900917053223 (2.6840661876606484) | > loss_kl: 1.506174087524414 (1.4557132690957502) | > loss_feat: 7.0913848876953125 (7.242131485129303) | > loss_mel: 20.976272583007812 (20.829377204367198) | > loss_duration: 2.088653087615967 (2.123388946431238) | > loss_1: 34.29457473754883 (34.33467727037345) | > grad_norm_1: tensor(385.1037, device='cuda:0') (tensor(204.5921, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3853 (0.3557873716894186) | > loader_time: 0.0045 (0.003567314747744386)  --> TIME: 2024-06-10 16:51:32 -- STEP: 184/330 -- GLOBAL_STEP: 102375 | > loss_disc: 2.3098363876342773 (2.2102358250514325) | > loss_disc_real_0: 0.17206865549087524 (0.110391473741797) | > loss_disc_real_1: 0.2520904541015625 (0.20285931926058687) | > loss_disc_real_2: 0.19785462319850922 (0.21214270688917325) | > loss_disc_real_3: 0.2403421550989151 (0.21787340509826722) | > loss_disc_real_4: 0.22102415561676025 (0.2085378292300131) | > loss_disc_real_5: 0.22881396114826202 (0.2102478728022264) | > loss_0: 2.3098363876342773 (2.2102358250514325) | > grad_norm_0: tensor(83.7682, device='cuda:0') (tensor(18.7181, device='cuda:0')) | > loss_gen: 2.63066029548645 (2.6854620822097943) | > loss_kl: 1.4238860607147217 (1.45231268716895) | > loss_feat: 7.080447196960449 (7.250686007997264) | > loss_mel: 21.20288848876953 (20.810581373131782) | > loss_duration: 2.1483097076416016 (2.1272512305042013) | > loss_1: 34.48619079589844 (34.326293499573396) | > grad_norm_1: tensor(336.3801, device='cuda:0') (tensor(213.9715, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.4102 (0.36043635788171186) | > loader_time: 0.0055 (0.0037056713000587797)  --> TIME: 2024-06-10 16:51:42 -- STEP: 209/330 -- GLOBAL_STEP: 102400 | > loss_disc: 2.2893142700195312 (2.208048136040355) | > loss_disc_real_0: 0.08962791413068771 (0.10955137051820185) | > loss_disc_real_1: 0.16837459802627563 (0.20261024943949504) | > loss_disc_real_2: 0.21417656540870667 (0.21235775954700542) | > loss_disc_real_3: 0.24759039282798767 (0.21751898691129457) | > loss_disc_real_4: 0.22801078855991364 (0.2076330189927343) | > loss_disc_real_5: 0.2219274938106537 (0.20957266607067798) | > loss_0: 2.2893142700195312 (2.208048136040355) | > grad_norm_0: tensor(27.6979, device='cuda:0') (tensor(18.9261, device='cuda:0')) | > loss_gen: 2.6352391242980957 (2.691674888419193) | > loss_kl: 1.551048994064331 (1.4524413227464588) | > loss_feat: 6.88209342956543 (7.287957775535766) | > loss_mel: 20.455644607543945 (20.782161685268257) | > loss_duration: 2.1808199882507324 (2.1320864452699726) | > loss_1: 33.7048454284668 (34.34632215545508) | > grad_norm_1: tensor(240.1844, device='cuda:0') (tensor(221.7586, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.3953 (0.36491237644943897) | > loader_time: 0.005 (0.0038445703150552994)  --> TIME: 2024-06-10 16:51:52 -- STEP: 234/330 -- GLOBAL_STEP: 102425 | > loss_disc: 2.339277505874634 (2.2044056195479182) | > loss_disc_real_0: 0.12482675164937973 (0.10936593657566442) | > loss_disc_real_1: 0.2808977961540222 (0.2030261045592463) | > loss_disc_real_2: 0.2997068464756012 (0.21240903488081744) | > loss_disc_real_3: 0.21773187816143036 (0.21670787310243672) | > loss_disc_real_4: 0.21648816764354706 (0.20779394415708688) | > loss_disc_real_5: 0.21743926405906677 (0.20842476099984256) | > loss_0: 2.339277505874634 (2.2044056195479182) | > grad_norm_0: tensor(26.7683, device='cuda:0') (tensor(18.8388, device='cuda:0')) | > loss_gen: 2.6393871307373047 (2.6919741783386626) | > loss_kl: 1.3908990621566772 (1.4531706158931434) | > loss_feat: 6.923408031463623 (7.29624143624917) | > loss_mel: 19.87716293334961 (20.753916153540963) | > loss_duration: 2.1888861656188965 (2.138834281354888) | > loss_1: 33.019744873046875 (34.33413664499917) | > grad_norm_1: tensor(221.5364, device='cuda:0') (tensor(230.3154, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.4079 (0.3686165432644706) | > loader_time: 0.0053 (0.003973630758432242)  --> TIME: 2024-06-10 16:52:02 -- STEP: 259/330 -- GLOBAL_STEP: 102450 | > loss_disc: 2.2615578174591064 (2.2046233346563517) | > loss_disc_real_0: 0.1216018795967102 (0.10969461907693778) | > loss_disc_real_1: 0.19218434393405914 (0.20279871002127306) | > loss_disc_real_2: 0.1851968616247177 (0.21195768193848805) | > loss_disc_real_3: 0.18790505826473236 (0.21638957339133996) | > loss_disc_real_4: 0.19755157828330994 (0.20800819112757457) | > loss_disc_real_5: 0.20224571228027344 (0.2080880359217927) | > loss_0: 2.2615578174591064 (2.2046233346563517) | > grad_norm_0: tensor(4.8943, device='cuda:0') (tensor(18.4388, device='cuda:0')) | > loss_gen: 2.5921425819396973 (2.6887253776020064) | > loss_kl: 1.4693658351898193 (1.4545044167161443) | > loss_feat: 7.893546104431152 (7.327311154958364) | > loss_mel: 20.243459701538086 (20.71873486640369) | > loss_duration: 2.2106635570526123 (2.144005453724659) | > loss_1: 34.4091796875 (34.333281285053964) | > grad_norm_1: tensor(141.5173, device='cuda:0') (tensor(230.8693, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.4106 (0.3728514914346938) | > loader_time: 0.0051 (0.004089655563177749)  --> TIME: 2024-06-10 16:52:13 -- STEP: 284/330 -- GLOBAL_STEP: 102475 | > loss_disc: 2.3319475650787354 (2.2049903672345943) | > loss_disc_real_0: 0.22502166032791138 (0.11063494002053018) | > loss_disc_real_1: 0.28700315952301025 (0.2028461371509122) | > loss_disc_real_2: 0.211688831448555 (0.21225886015405115) | > loss_disc_real_3: 0.22459180653095245 (0.21589423936437552) | > loss_disc_real_4: 0.23136210441589355 (0.20784636140919066) | > loss_disc_real_5: 0.20193050801753998 (0.20782673170029273) | > loss_0: 2.3319475650787354 (2.2049903672345943) | > grad_norm_0: tensor(16.3662, device='cuda:0') (tensor(18.0209, device='cuda:0')) | > loss_gen: 2.7401156425476074 (2.6945411050823376) | > loss_kl: 1.600744605064392 (1.4566145375580846) | > loss_feat: 6.998312950134277 (7.364370199995981) | > loss_mel: 20.331165313720703 (20.711882712135843) | > loss_duration: 2.2291066646575928 (2.1516977133045736) | > loss_1: 33.899444580078125 (34.379106259681784) | > grad_norm_1: tensor(338.2271, device='cuda:0') (tensor(225.1387, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.4454 (0.3781061751741758) | > loader_time: 0.0064 (0.004259612358791728)  --> TIME: 2024-06-10 16:52:26 -- STEP: 309/330 -- GLOBAL_STEP: 102500 | > loss_disc: 2.2044217586517334 (2.2086780761823697) | > loss_disc_real_0: 0.10206612944602966 (0.11152838496039216) | > loss_disc_real_1: 0.230930894613266 (0.2033797170737801) | > loss_disc_real_2: 0.19280487298965454 (0.21287995031929316) | > loss_disc_real_3: 0.20640777051448822 (0.21601984488346815) | > loss_disc_real_4: 0.18010269105434418 (0.20812101040071654) | > loss_disc_real_5: 0.1823255717754364 (0.20796521697615342) | > loss_0: 2.2044217586517334 (2.2086780761823697) | > grad_norm_0: tensor(25.4578, device='cuda:0') (tensor(18.0735, device='cuda:0')) | > loss_gen: 2.6050515174865723 (2.689109205813856) | > loss_kl: 1.4239288568496704 (1.4596998973185957) | > loss_feat: 7.17214298248291 (7.378717292859716) | > loss_mel: 20.259849548339844 (20.680945374819057) | > loss_duration: 2.350526809692383 (2.1619767791630773) | > loss_1: 33.811500549316406 (34.37044854148689) | > grad_norm_1: tensor(183.1174, device='cuda:0') (tensor(225.0261, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.5008 (0.38587559002502825) | > loader_time: 0.0064 (0.004438240551254127) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_102500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3971307277679443 (2.3971307277679443) | > loss_disc_real_0: 0.15758568048477173 (0.15758568048477173) | > loss_disc_real_1: 0.269613653421402 (0.269613653421402) | > loss_disc_real_2: 0.3232191503047943 (0.3232191503047943) | > loss_disc_real_3: 0.34814345836639404 (0.34814345836639404) | > loss_disc_real_4: 0.24788635969161987 (0.24788635969161987) | > loss_disc_real_5: 0.28857025504112244 (0.28857025504112244) | > loss_0: 2.3971307277679443 (2.3971307277679443) | > loss_gen: 3.1051344871520996 (3.1051344871520996) | > loss_kl: 1.6122322082519531 (1.6122322082519531) | > loss_feat: 6.633307456970215 (6.633307456970215) | > loss_mel: 19.508481979370117 (19.508481979370117) | > loss_duration: 2.901991605758667 (2.901991605758667) | > loss_1: 33.761146545410156 (33.761146545410156)  --> STEP: 1 | > loss_disc: 2.653045654296875 (2.653045654296875) | > loss_disc_real_0: 0.12080381065607071 (0.12080381065607071) | > loss_disc_real_1: 0.2300831526517868 (0.2300831526517868) | > loss_disc_real_2: 0.26864439249038696 (0.26864439249038696) | > loss_disc_real_3: 0.4551798701286316 (0.4551798701286316) | > loss_disc_real_4: 0.38853150606155396 (0.38853150606155396) | > loss_disc_real_5: 0.5189735889434814 (0.5189735889434814) | > loss_0: 2.653045654296875 (2.653045654296875) | > loss_gen: 3.2456600666046143 (3.2456600666046143) | > loss_kl: 2.250399351119995 (2.250399351119995) | > loss_feat: 4.993798732757568 (4.993798732757568) | > loss_mel: 19.696006774902344 (19.696006774902344) | > loss_duration: 2.33504056930542 (2.33504056930542) | > loss_1: 32.520904541015625 (32.520904541015625)  --> STEP: 2 | > loss_disc: 2.4613778591156006 (2.557211756706238) | > loss_disc_real_0: 0.16060076653957367 (0.1407022885978222) | > loss_disc_real_1: 0.2435057908296585 (0.23679447174072266) | > loss_disc_real_2: 0.3080034554004669 (0.28832392394542694) | > loss_disc_real_3: 0.33965978026390076 (0.3974198251962662) | > loss_disc_real_4: 0.29173359274864197 (0.34013254940509796) | > loss_disc_real_5: 0.3954612910747528 (0.4572174400091171) | > loss_0: 2.4613778591156006 (2.557211756706238) | > loss_gen: 2.830220937728882 (3.037940502166748) | > loss_kl: 1.5416218042373657 (1.8960105776786804) | > loss_feat: 4.494478702545166 (4.744138717651367) | > loss_mel: 23.05309295654297 (21.374549865722656) | > loss_duration: 2.4222919940948486 (2.3786662817001343) | > loss_1: 34.341705322265625 (33.431304931640625)  --> STEP: 3 | > loss_disc: 2.400357723236084 (2.504927078882853) | > loss_disc_real_0: 0.14170506596565247 (0.14103654772043228) | > loss_disc_real_1: 0.24503937363624573 (0.2395427723725637) | > loss_disc_real_2: 0.2370644062757492 (0.27123741805553436) | > loss_disc_real_3: 0.31188341975212097 (0.3689076900482178) | > loss_disc_real_4: 0.31635722517967224 (0.33220744132995605) | > loss_disc_real_5: 0.42826831340789795 (0.44756773114204407) | > loss_0: 2.400357723236084 (2.504927078882853) | > loss_gen: 3.4807801246643066 (3.185553709665934) | > loss_kl: 1.9393888711929321 (1.9104700088500977) | > loss_feat: 8.133749008178711 (5.874008814493815) | > loss_mel: 21.138578414916992 (21.2958927154541) | > loss_duration: 2.213907480239868 (2.323746681213379) | > loss_1: 36.90640640258789 (34.58967208862305)  --> STEP: 4 | > loss_disc: 2.428396224975586 (2.4857943654060364) | > loss_disc_real_0: 0.08846747875213623 (0.12789428047835827) | > loss_disc_real_1: 0.2698464095592499 (0.24711868166923523) | > loss_disc_real_2: 0.2653387188911438 (0.2697627432644367) | > loss_disc_real_3: 0.3003271818161011 (0.3517625629901886) | > loss_disc_real_4: 0.311201274394989 (0.3269558995962143) | > loss_disc_real_5: 0.33975693583488464 (0.4206150323152542) | > loss_0: 2.428396224975586 (2.4857943654060364) | > loss_gen: 2.9712486267089844 (3.1319774389266968) | > loss_kl: 1.7523452043533325 (1.8709388077259064) | > loss_feat: 8.301726341247559 (6.480938196182251) | > loss_mel: 21.71698760986328 (21.401166439056396) | > loss_duration: 2.259270668029785 (2.3076276779174805) | > loss_1: 37.00157928466797 (35.19264888763428)  --> STEP: 5 | > loss_disc: 2.0573923587799072 (2.4001139640808105) | > loss_disc_real_0: 0.17277468740940094 (0.1368703618645668) | > loss_disc_real_1: 0.2220374494791031 (0.2421024352312088) | > loss_disc_real_2: 0.19784486293792725 (0.25537916719913484) | > loss_disc_real_3: 0.255848228931427 (0.3325796961784363) | > loss_disc_real_4: 0.25298193097114563 (0.31216110587120055) | > loss_disc_real_5: 0.3268706798553467 (0.4018661618232727) | > loss_0: 2.0573923587799072 (2.4001139640808105) | > loss_gen: 3.289823055267334 (3.163546562194824) | > loss_kl: 1.5414457321166992 (1.805040192604065) | > loss_feat: 5.653702735900879 (6.315491104125977) | > loss_mel: 22.08167266845703 (21.537267684936523) | > loss_duration: 2.3286328315734863 (2.3118287086486817) | > loss_1: 34.8952751159668 (35.133174133300784)  --> STEP: 6 | > loss_disc: 2.205517053604126 (2.36768114566803) | > loss_disc_real_0: 0.10699659585952759 (0.13189140086372694) | > loss_disc_real_1: 0.2831025719642639 (0.24893579135338464) | > loss_disc_real_2: 0.24594128131866455 (0.25380618621905643) | > loss_disc_real_3: 0.2717205584049225 (0.32243650654951733) | > loss_disc_real_4: 0.24085290729999542 (0.30027640610933304) | > loss_disc_real_5: 0.24554678797721863 (0.37581293284893036) | > loss_0: 2.205517053604126 (2.36768114566803) | > loss_gen: 3.0791893005371094 (3.149487018585205) | > loss_kl: 1.3498615026474 (1.7291770776112874) | > loss_feat: 6.6824564933776855 (6.376652002334595) | > loss_mel: 21.732086181640625 (21.569737434387207) | > loss_duration: 2.130556583404541 (2.281616687774658) | > loss_1: 34.974151611328125 (35.10667037963867)  --> STEP: 7 | > loss_disc: 2.4346673488616943 (2.377250603267125) | > loss_disc_real_0: 0.10703810304403305 (0.1283409297466278) | > loss_disc_real_1: 0.32750046253204346 (0.26015931580747875) | > loss_disc_real_2: 0.2932816445827484 (0.2594455374138696) | > loss_disc_real_3: 0.2870182991027832 (0.3173767626285553) | > loss_disc_real_4: 0.29206985235214233 (0.29910404128687723) | > loss_disc_real_5: 0.357756108045578 (0.37323338644845144) | > loss_0: 2.4346673488616943 (2.377250603267125) | > loss_gen: 2.968341827392578 (3.1236091341291154) | > loss_kl: 1.6186692714691162 (1.713390248162406) | > loss_feat: 6.8162384033203125 (6.439450059618268) | > loss_mel: 21.79500389099121 (21.601918356759207) | > loss_duration: 2.3335165977478027 (2.2890309606279646) | > loss_1: 35.531768798828125 (35.16739872523716)  --> STEP: 8 | > loss_disc: 2.675013303756714 (2.4144709408283234) | > loss_disc_real_0: 0.09065541625022888 (0.12363024055957794) | > loss_disc_real_1: 0.3691452741622925 (0.2737825606018305) | > loss_disc_real_2: 0.26666250824928284 (0.26034765876829624) | > loss_disc_real_3: 0.3130636513233185 (0.3168376237154007) | > loss_disc_real_4: 0.30181097984313965 (0.29944240860641) | > loss_disc_real_5: 0.4032372832298279 (0.3769838735461235) | > loss_0: 2.675013303756714 (2.4144709408283234) | > loss_gen: 2.7131054401397705 (3.0722961723804474) | > loss_kl: 1.7838176488876343 (1.7221936732530594) | > loss_feat: 5.636463642120361 (6.33907675743103) | > loss_mel: 18.48210334777832 (21.211941480636597) | > loss_duration: 2.1934149265289307 (2.2770789563655853) | > loss_1: 30.80890655517578 (34.62258720397949)  --> STEP: 9 | > loss_disc: 2.840794563293457 (2.4618402322133384) | > loss_disc_real_0: 0.18898773193359375 (0.1308921840455797) | > loss_disc_real_1: 0.2506439685821533 (0.27121160593297744) | > loss_disc_real_2: 0.2808832824230194 (0.26262939472993213) | > loss_disc_real_3: 0.3868563771247864 (0.32461748520533246) | > loss_disc_real_4: 0.44478145241737366 (0.31559119125207263) | > loss_disc_real_5: 0.6071215271949768 (0.4025547239515517) | > loss_0: 2.840794563293457 (2.4618402322133384) | > loss_gen: 3.2721633911132812 (3.09450364112854) | > loss_kl: 1.4849019050598145 (1.6958279212315877) | > loss_feat: 7.770730495452881 (6.498149394989014) | > loss_mel: 22.717981338500977 (21.37927924262153) | > loss_duration: 2.1093406677246094 (2.25844136873881) | > loss_1: 37.35511779785156 (34.92620171440972)  --> STEP: 10 | > loss_disc: 2.7023351192474365 (2.485889720916748) | > loss_disc_real_0: 0.09322935342788696 (0.12712590098381044) | > loss_disc_real_1: 0.2806771695613861 (0.27215816229581835) | > loss_disc_real_2: 0.3382563889026642 (0.27019209414720535) | > loss_disc_real_3: 0.37051400542259216 (0.3292071372270584) | > loss_disc_real_4: 0.36210015416145325 (0.3202420875430107) | > loss_disc_real_5: 0.5061250925064087 (0.41291176080703734) | > loss_0: 2.7023351192474365 (2.485889720916748) | > loss_gen: 3.0657854080200195 (3.091631817817688) | > loss_kl: 1.5996382236480713 (1.6862089514732361) | > loss_feat: 5.62898588180542 (6.411233043670654) | > loss_mel: 20.189838409423828 (21.260335159301757) | > loss_duration: 2.2756383419036865 (2.2601610660552978) | > loss_1: 32.7598876953125 (34.7095703125)  --> STEP: 11 | > loss_disc: 2.0041322708129883 (2.4420935890891333) | > loss_disc_real_0: 0.06293997913599014 (0.12129081717946312) | > loss_disc_real_1: 0.15459755063056946 (0.2614708339626139) | > loss_disc_real_2: 0.22575436532497406 (0.2661523006179116) | > loss_disc_real_3: 0.3372576832771301 (0.3299390050497922) | > loss_disc_real_4: 0.2389758676290512 (0.3128542493690144) | > loss_disc_real_5: 0.2745148241519928 (0.4003302211111242) | > loss_0: 2.0041322708129883 (2.4420935890891333) | > loss_gen: 3.0329127311706543 (3.086293719031594) | > loss_kl: 1.9488497972488403 (1.710085391998291) | > loss_feat: 7.488103866577148 (6.509130391207608) | > loss_mel: 20.674449920654297 (21.20707286487926) | > loss_duration: 2.450486660003662 (2.2774633927778765) | > loss_1: 35.59480285644531 (34.79004599831321)  --> STEP: 12 | > loss_disc: 1.8612241744995117 (2.393687804539998) | > loss_disc_real_0: 0.0755624771118164 (0.1174801221738259) | > loss_disc_real_1: 0.188628152012825 (0.25540061046679813) | > loss_disc_real_2: 0.2289775162935257 (0.26305440192421276) | > loss_disc_real_3: 0.28604254126548767 (0.3262809664011001) | > loss_disc_real_4: 0.19849419593811035 (0.30332424491643906) | > loss_disc_real_5: 0.2202073484659195 (0.3853199817240238) | > loss_0: 1.8612241744995117 (2.393687804539998) | > loss_gen: 3.100816011428833 (3.0875039100646973) | > loss_kl: 1.5732840299606323 (1.6986852784951527) | > loss_feat: 6.989819526672363 (6.549187819163005) | > loss_mel: 22.320348739624023 (21.299845854441326) | > loss_duration: 2.195404291152954 (2.270625134309133) | > loss_1: 36.17967224121094 (34.90584818522135)  --> STEP: 13 | > loss_disc: 2.1614246368408203 (2.375821407024677) | > loss_disc_real_0: 0.054572951048612595 (0.11264110901034795) | > loss_disc_real_1: 0.27136918902397156 (0.25662896266350377) | > loss_disc_real_2: 0.16588738560676575 (0.25558001605363995) | > loss_disc_real_3: 0.227868914604187 (0.3187108085705683) | > loss_disc_real_4: 0.2522936165332794 (0.2993988119638883) | > loss_disc_real_5: 0.2966015040874481 (0.37849548344428724) | > loss_0: 2.1614246368408203 (2.375821407024677) | > loss_gen: 2.611398696899414 (3.0508804321289062) | > loss_kl: 1.5075037479400635 (1.6839790069139922) | > loss_feat: 6.357672214508057 (6.5344558495741625) | > loss_mel: 20.37249183654785 (21.22851092998798) | > loss_duration: 2.1215224266052246 (2.2591556952549863) | > loss_1: 32.97058868408203 (34.7569820697491)  --> STEP: 14 | > loss_disc: 1.9174628257751465 (2.3430815083639964) | > loss_disc_real_0: 0.07752331346273422 (0.11013269504266125) | > loss_disc_real_1: 0.20565396547317505 (0.2529878914356231) | > loss_disc_real_2: 0.17087799310684204 (0.2495298715574401) | > loss_disc_real_3: 0.260563462972641 (0.31455742674214493) | > loss_disc_real_4: 0.21900631487369537 (0.29365649074316025) | > loss_disc_real_5: 0.3244093358516693 (0.37463218718767166) | > loss_0: 1.9174628257751465 (2.3430815083639964) | > loss_gen: 3.078751564025879 (3.0528712272644043) | > loss_kl: 1.6934536695480347 (1.6846557685307093) | > loss_feat: 7.403100967407227 (6.596501929419381) | > loss_mel: 24.590261459350586 (21.468635967799596) | > loss_duration: 2.3829550743103027 (2.2679985080446516) | > loss_1: 39.148521423339844 (35.07066345214844)  --> STEP: 15 | > loss_disc: 2.5993223190307617 (2.360164229075114) | > loss_disc_real_0: 0.22911378741264343 (0.11806476786732674) | > loss_disc_real_1: 0.26214346289634705 (0.253598262866338) | > loss_disc_real_2: 0.2667059600353241 (0.25067494412263236) | > loss_disc_real_3: 0.3633851706981659 (0.3178126096725463) | > loss_disc_real_4: 0.3652610182762146 (0.29843012591203055) | > loss_disc_real_5: 0.4570724666118622 (0.380128205815951) | > loss_0: 2.5993223190307617 (2.360164229075114) | > loss_gen: 3.2098631858825684 (3.0633373578389484) | > loss_kl: 2.1522610187530518 (1.7158294518788655) | > loss_feat: 7.320103645324707 (6.6447420438130695) | > loss_mel: 21.79792594909668 (21.4905886332194) | > loss_duration: 2.316206932067871 (2.271212402979533) | > loss_1: 36.79636001586914 (35.185709889729814)  --> STEP: 16 | > loss_disc: 2.3315443992614746 (2.3583754897117615) | > loss_disc_real_0: 0.06265582144260406 (0.11460170871578157) | > loss_disc_real_1: 0.26461759209632874 (0.25428697094321245) | > loss_disc_real_2: 0.3133877217769623 (0.25459449272602797) | > loss_disc_real_3: 0.29497411847114563 (0.3163852039724588) | > loss_disc_real_4: 0.22518233954906464 (0.29385213926434517) | > loss_disc_real_5: 0.3359262943267822 (0.377365586347878) | > loss_0: 2.3315443992614746 (2.3583754897117615) | > loss_gen: 2.9493699073791504 (3.056214392185211) | > loss_kl: 1.8169986009597778 (1.7221525236964226) | > loss_feat: 9.027883529663086 (6.793688386678696) | > loss_mel: 19.839740753173828 (21.387410640716553) | > loss_duration: 2.332104444503784 (2.2750181555747986) | > loss_1: 35.96609878540039 (35.23448419570923)  --> STEP: 17 | > loss_disc: 2.3330488204956055 (2.356885685640223) | > loss_disc_real_0: 0.1003885343670845 (0.11376563963644645) | > loss_disc_real_1: 0.3010188043117523 (0.25703590231783247) | > loss_disc_real_2: 0.3755366802215576 (0.2617087390492944) | > loss_disc_real_3: 0.29498159885406494 (0.31512616837725915) | > loss_disc_real_4: 0.2920786142349243 (0.29374781426261454) | > loss_disc_real_5: 0.3414558172225952 (0.37525324698756723) | > loss_0: 2.3330488204956055 (2.356885685640223) | > loss_gen: 3.238586902618408 (3.0669421869165756) | > loss_kl: 1.570723295211792 (1.713244922020856) | > loss_feat: 6.206131458282471 (6.759126214420094) | > loss_mel: 20.20772361755371 (21.318017286412857) | > loss_duration: 2.370413303375244 (2.2806296348571777) | > loss_1: 33.59357833862305 (35.13796032176298)  --> STEP: 18 | > loss_disc: 2.0661888122558594 (2.3407358593410916) | > loss_disc_real_0: 0.0869329497218132 (0.11227493464118904) | > loss_disc_real_1: 0.1768493950366974 (0.2525810963577694) | > loss_disc_real_2: 0.2314733862876892 (0.26002899722920525) | > loss_disc_real_3: 0.35161441564559937 (0.3171532932255003) | > loss_disc_real_4: 0.21751146018505096 (0.28951246125830543) | > loss_disc_real_5: 0.23981638252735138 (0.36772897673977745) | > loss_0: 2.0661888122558594 (2.3407358593410916) | > loss_gen: 3.2813076972961426 (3.0788513819376626) | > loss_kl: 1.9213413000106812 (1.7248058319091797) | > loss_feat: 9.298645973205566 (6.900210645463732) | > loss_mel: 22.22081756591797 (21.368172857496475) | > loss_duration: 2.219160556793213 (2.277214686075846) | > loss_1: 38.9412727355957 (35.3492554558648)  --> STEP: 19 | > loss_disc: 2.5513181686401367 (2.3518191387778833) | > loss_disc_real_0: 0.09571823477745056 (0.11140352938520282) | > loss_disc_real_1: 0.2636229991912842 (0.2531622491384807) | > loss_disc_real_2: 0.2955383062362671 (0.2618979082295769) | > loss_disc_real_3: 0.3359019160270691 (0.3181400628466355) | > loss_disc_real_4: 0.2712596356868744 (0.28855178622823013) | > loss_disc_real_5: 0.34400686621665955 (0.36648044460698176) | > loss_0: 2.5513181686401367 (2.3518191387778833) | > loss_gen: 2.599977493286133 (3.0536474930612663) | > loss_kl: 1.7350627183914185 (1.7253456680398238) | > loss_feat: 5.525938034057617 (6.8278805080213045) | > loss_mel: 16.17371368408203 (21.094780269422028) | > loss_duration: 2.283031702041626 (2.2775208448108875) | > loss_1: 28.317724227905273 (34.979174864919564)  --> STEP: 20 | > loss_disc: 2.0452213287353516 (2.3364892482757567) | > loss_disc_real_0: 0.0946691632270813 (0.11056681107729674) | > loss_disc_real_1: 0.17734329402446747 (0.24937130138278002) | > loss_disc_real_2: 0.2949903607368469 (0.2635525308549404) | > loss_disc_real_3: 0.3224623203277588 (0.31835617572069164) | > loss_disc_real_4: 0.18509668111801147 (0.2833790309727192) | > loss_disc_real_5: 0.2501903772354126 (0.36066594123840334) | > loss_0: 2.0452213287353516 (2.3364892482757567) | > loss_gen: 3.1211392879486084 (3.0570220828056334) | > loss_kl: 1.6179953813552856 (1.719978153705597) | > loss_feat: 7.321004867553711 (6.852536725997925) | > loss_mel: 20.926218032836914 (21.086352157592774) | > loss_duration: 2.3247015476226807 (2.2798798799514772) | > loss_1: 35.31106185913086 (34.99576921463013)  --> STEP: 21 | > loss_disc: 2.184751033782959 (2.329263619014195) | > loss_disc_real_0: 0.09006571769714355 (0.10959056853538468) | > loss_disc_real_1: 0.19656918942928314 (0.24685691509928018) | > loss_disc_real_2: 0.22768470644950867 (0.2618445392165865) | > loss_disc_real_3: 0.3402712941169739 (0.31939975278718125) | > loss_disc_real_4: 0.25071775913238525 (0.28182373231365565) | > loss_disc_real_5: 0.2509840428829193 (0.35544299369766597) | > loss_0: 2.184751033782959 (2.329263619014195) | > loss_gen: 2.9786269664764404 (3.053288982028053) | > loss_kl: 1.6764378547668457 (1.717904806137085) | > loss_feat: 6.835572242736816 (6.851728893461681) | > loss_mel: 20.572067260742188 (21.06186240059989) | > loss_duration: 2.1897900104522705 (2.2755898861658004) | > loss_1: 34.25249481201172 (34.96037519545782)  --> STEP: 22 | > loss_disc: 2.4827091693878174 (2.3362384167584507) | > loss_disc_real_0: 0.1368941217660904 (0.11083163913678039) | > loss_disc_real_1: 0.29439523816108704 (0.24901774796572596) | > loss_disc_real_2: 0.30211684107780457 (0.2636750983920964) | > loss_disc_real_3: 0.3383658528327942 (0.3202618482438) | > loss_disc_real_4: 0.2679414451122284 (0.2811927192590453) | > loss_disc_real_5: 0.2665257155895233 (0.35140129923820496) | > loss_0: 2.4827091693878174 (2.3362384167584507) | > loss_gen: 2.874544143676758 (3.0451642166484487) | > loss_kl: 1.478312611579895 (1.7070142518390308) | > loss_feat: 7.969839572906494 (6.902552106163719) | > loss_mel: 22.616605758666992 (21.1325325532393) | > loss_duration: 2.149313449859619 (2.2698500481518833) | > loss_1: 37.08861541748047 (35.05711338736794)  --> STEP: 23 | > loss_disc: 2.4506585597991943 (2.341213205586309) | > loss_disc_real_0: 0.0666448101401329 (0.10891047265866528) | > loss_disc_real_1: 0.2013513743877411 (0.24694529694059617) | > loss_disc_real_2: 0.31239598989486694 (0.2657933980226516) | > loss_disc_real_3: 0.2592763900756836 (0.31761030658431666) | > loss_disc_real_4: 0.28105321526527405 (0.2811866538680118) | > loss_disc_real_5: 0.39609426259994507 (0.35334447155828064) | > loss_0: 2.4506585597991943 (2.341213205586309) | > loss_gen: 2.750065803527832 (3.0323338508605957) | > loss_kl: 2.1349527835845947 (1.7256202749584033) | > loss_feat: 7.942791938781738 (6.947779924973197) | > loss_mel: 18.217771530151367 (21.005803813105043) | > loss_duration: 2.315397262573242 (2.271830361822377) | > loss_1: 33.36097717285156 (34.98336833456288)  --> STEP: 24 | > loss_disc: 2.430063009262085 (2.344915280739466) | > loss_disc_real_0: 0.07474465668201447 (0.1074868969929715) | > loss_disc_real_1: 0.2618894577026367 (0.2475679703056812) | > loss_disc_real_2: 0.2242424637079239 (0.2640621090928713) | > loss_disc_real_3: 0.35432305932044983 (0.31914000461498887) | > loss_disc_real_4: 0.31260669231414795 (0.2824958221366008) | > loss_disc_real_5: 0.38858991861343384 (0.35481303185224533) | > loss_0: 2.430063009262085 (2.344915280739466) | > loss_gen: 3.1518754959106445 (3.037314752737681) | > loss_kl: 1.916513204574585 (1.7335741470257442) | > loss_feat: 6.409141540527344 (6.92533665895462) | > loss_mel: 20.769786834716797 (20.995969772338867) | > loss_duration: 2.4531121253967285 (2.279383768637975) | > loss_1: 34.70043182373047 (34.9715793132782)  --> STEP: 25 | > loss_disc: 2.320401668548584 (2.343934736251831) | > loss_disc_real_0: 0.11950045078992844 (0.10796743914484978) | > loss_disc_real_1: 0.25975605845451355 (0.2480554938316345) | > loss_disc_real_2: 0.2662476897239685 (0.2641495323181152) | > loss_disc_real_3: 0.3005220293998718 (0.3183952856063842) | > loss_disc_real_4: 0.23041313886642456 (0.28041251480579377) | > loss_disc_real_5: 0.3247355818748474 (0.3536099338531494) | > loss_0: 2.320401668548584 (2.343934736251831) | > loss_gen: 2.8942887783050537 (3.031593713760376) | > loss_kl: 1.7864139080047607 (1.7356877374649047) | > loss_feat: 5.601916313171387 (6.872399845123291) | > loss_mel: 18.39381980895996 (20.891883773803713) | > loss_duration: 2.3568334579467773 (2.282481756210327) | > loss_1: 31.03327178955078 (34.8140470123291)  --> STEP: 26 | > loss_disc: 2.674128532409668 (2.356634497642517) | > loss_disc_real_0: 0.1211116835474968 (0.10847298700649005) | > loss_disc_real_1: 0.2314932644367218 (0.24741848500875324) | > loss_disc_real_2: 0.17817823588848114 (0.2608429439938985) | > loss_disc_real_3: 0.28668147325515747 (0.3171755235928755) | > loss_disc_real_4: 0.3562494218349457 (0.2833293189222996) | > loss_disc_real_5: 0.6738336682319641 (0.36592623132925767) | > loss_0: 2.674128532409668 (2.356634497642517) | > loss_gen: 3.3242335319519043 (3.042849091383127) | > loss_kl: 1.9945642948150635 (1.7456445281322186) | > loss_feat: 13.389955520629883 (7.123075063412006) | > loss_mel: 23.733009338378906 (21.00115783397968) | > loss_duration: 2.310220241546631 (2.2835486210309544) | > loss_1: 44.751983642578125 (35.19627534426175) --> EVAL PERFORMANCE | > avg_loader_time: 0.002353356434748723 (+8.50329032311076e-05) | > avg_loss_disc: 2.356634497642517 (+0.08626485787905125) | > avg_loss_disc_real_0: 0.10847298700649005 (-0.06474784288841945) | > avg_loss_disc_real_1: 0.24741848500875324 (-0.02348096726032406) | > avg_loss_disc_real_2: 0.2608429439938985 (-0.02041685065397858) | > avg_loss_disc_real_3: 0.3171755235928755 (+0.08478043572260777) | > avg_loss_disc_real_4: 0.2833293189222996 (+0.05286534732350939) | > avg_loss_disc_real_5: 0.36592623132925767 (+0.08022852700490213) | > avg_loss_0: 2.356634497642517 (+0.08626485787905125) | > avg_loss_gen: 3.042849091383127 (-0.2535903728925262) | > avg_loss_kl: 1.7456445281322186 (+0.07210396344845105) | > avg_loss_feat: 7.123075063412006 (-0.41020771173330406) | > avg_loss_mel: 21.00115783397968 (+0.01880183586707318) | > avg_loss_duration: 2.2835486210309544 (-0.0015928103373599178) | > avg_loss_1: 35.19627534426175 (-0.574484605055595)  > EPOCH: 44/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:53:00)   --> TIME: 2024-06-10 16:53:03 -- STEP: 4/330 -- GLOBAL_STEP: 102525 | > loss_disc: 2.3356916904449463 (2.367671847343445) | > loss_disc_real_0: 0.13155648112297058 (0.12372997775673866) | > loss_disc_real_1: 0.19606374204158783 (0.18297234550118446) | > loss_disc_real_2: 0.17007996141910553 (0.19608169794082642) | > loss_disc_real_3: 0.19375070929527283 (0.24876011908054352) | > loss_disc_real_4: 0.21757055819034576 (0.27157847955822945) | > loss_disc_real_5: 0.2280215620994568 (0.2984536811709404) | > loss_0: 2.3356916904449463 (2.367671847343445) | > grad_norm_0: tensor(7.5634, device='cuda:0') (tensor(12.4424, device='cuda:0')) | > loss_gen: 2.363842487335205 (2.5290852189064026) | > loss_kl: 1.6545192003250122 (1.5554142594337463) | > loss_feat: 6.731307506561279 (6.4476799964904785) | > loss_mel: 21.302623748779297 (21.17350196838379) | > loss_duration: 2.429568290710449 (2.425312578678131) | > loss_1: 34.48186111450195 (34.13099384307861) | > grad_norm_1: tensor(132.1352, device='cuda:0') (tensor(111.7094, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3335 (0.33035457134246826) | > loader_time: 0.003 (0.0028383731842041016)  --> TIME: 2024-06-10 16:53:11 -- STEP: 29/330 -- GLOBAL_STEP: 102550 | > loss_disc: 2.1784868240356445 (2.2655833959579468) | > loss_disc_real_0: 0.08088686317205429 (0.11758075448973425) | > loss_disc_real_1: 0.19042056798934937 (0.20406075489932093) | > loss_disc_real_2: 0.20210903882980347 (0.2143614173963152) | > loss_disc_real_3: 0.22886745631694794 (0.22507410727698227) | > loss_disc_real_4: 0.22128018736839294 (0.22324175105012697) | > loss_disc_real_5: 0.24835394322872162 (0.21967577317665363) | > loss_0: 2.1784868240356445 (2.2655833959579468) | > grad_norm_0: tensor(12.5493, device='cuda:0') (tensor(13.2756, device='cuda:0')) | > loss_gen: 2.689560651779175 (2.6331503391265874) | > loss_kl: 1.3145091533660889 (1.49143870534568) | > loss_feat: 7.289920330047607 (7.046148481040166) | > loss_mel: 21.592836380004883 (21.1662215528817) | > loss_duration: 2.140821933746338 (2.202137692221279) | > loss_1: 35.02764892578125 (34.539096963816675) | > grad_norm_1: tensor(162.9294, device='cuda:0') (tensor(166.5896, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3377 (0.33476799109886435) | > loader_time: 0.0038 (0.002985674759437298)  --> TIME: 2024-06-10 16:53:20 -- STEP: 54/330 -- GLOBAL_STEP: 102575 | > loss_disc: 2.292374610900879 (2.2683350885355913) | > loss_disc_real_0: 0.09351322799921036 (0.11492134451314255) | > loss_disc_real_1: 0.23303990066051483 (0.2056066283473262) | > loss_disc_real_2: 0.2173808366060257 (0.21820297312957268) | > loss_disc_real_3: 0.26025640964508057 (0.22550477197876684) | > loss_disc_real_4: 0.2108210325241089 (0.2166401324448762) | > loss_disc_real_5: 0.22945715487003326 (0.21828445819792924) | > loss_0: 2.292374610900879 (2.2683350885355913) | > grad_norm_0: tensor(12.8704, device='cuda:0') (tensor(12.6790, device='cuda:0')) | > loss_gen: 2.80079984664917 (2.616466279383059) | > loss_kl: 1.647017240524292 (1.4940972063276503) | > loss_feat: 7.149080753326416 (7.064498565815113) | > loss_mel: 22.40827178955078 (21.02502904114899) | > loss_duration: 2.104250907897949 (2.1539488942534835) | > loss_1: 36.10942077636719 (34.354039933946396) | > grad_norm_1: tensor(127.4635, device='cuda:0') (tensor(151.7572, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3524 (0.3401883663954558) | > loader_time: 0.0032 (0.003104518961023401)  --> TIME: 2024-06-10 16:53:29 -- STEP: 79/330 -- GLOBAL_STEP: 102600 | > loss_disc: 2.2261362075805664 (2.262047183664539) | > loss_disc_real_0: 0.107494056224823 (0.11438450547336024) | > loss_disc_real_1: 0.20595648884773254 (0.20522053690650796) | > loss_disc_real_2: 0.28965994715690613 (0.21721475279029412) | > loss_disc_real_3: 0.23328542709350586 (0.22288382977624482) | > loss_disc_real_4: 0.1916612982749939 (0.21364218147495126) | > loss_disc_real_5: 0.2462024837732315 (0.21577641084978852) | > loss_0: 2.2261362075805664 (2.262047183664539) | > grad_norm_0: tensor(6.5330, device='cuda:0') (tensor(12.3005, device='cuda:0')) | > loss_gen: 2.7420520782470703 (2.6234094221380695) | > loss_kl: 1.5528595447540283 (1.4966838737077355) | > loss_feat: 7.317478179931641 (7.1632021831560735) | > loss_mel: 21.65953826904297 (21.025449728663958) | > loss_duration: 2.0561819076538086 (2.1347249188000643) | > loss_1: 35.32810974121094 (34.44347004950801) | > grad_norm_1: tensor(168.8221, device='cuda:0') (tensor(143.8834, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3626 (0.34406981588918945) | > loader_time: 0.0036 (0.003224928167801869)  --> TIME: 2024-06-10 16:53:38 -- STEP: 104/330 -- GLOBAL_STEP: 102625 | > loss_disc: 2.214763879776001 (2.2463329766805353) | > loss_disc_real_0: 0.0893174335360527 (0.11303151979182775) | > loss_disc_real_1: 0.18126480281352997 (0.2048820797353983) | > loss_disc_real_2: 0.22095425426959991 (0.21577404195872638) | > loss_disc_real_3: 0.18976521492004395 (0.22118583894692934) | > loss_disc_real_4: 0.18225577473640442 (0.21117069930411303) | > loss_disc_real_5: 0.17719444632530212 (0.2127643092893637) | > loss_0: 2.214763879776001 (2.2463329766805353) | > grad_norm_0: tensor(10.1009, device='cuda:0') (tensor(12.4514, device='cuda:0')) | > loss_gen: 2.943525552749634 (2.642383866585217) | > loss_kl: 1.4586793184280396 (1.492513154561703) | > loss_feat: 8.596051216125488 (7.211742488237528) | > loss_mel: 21.782230377197266 (21.015156764250534) | > loss_duration: 2.152644634246826 (2.127847692141166) | > loss_1: 36.93313217163086 (34.48964394055879) | > grad_norm_1: tensor(94.6035, device='cuda:0') (tensor(152.1817, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3555 (0.34785278026874233) | > loader_time: 0.0039 (0.0033659728673788216)  --> TIME: 2024-06-10 16:53:47 -- STEP: 129/330 -- GLOBAL_STEP: 102650 | > loss_disc: 2.197770357131958 (2.238452213679173) | > loss_disc_real_0: 0.08491440117359161 (0.11240371957767842) | > loss_disc_real_1: 0.16890975832939148 (0.20521241334057594) | > loss_disc_real_2: 0.2383427768945694 (0.2150806830834973) | > loss_disc_real_3: 0.23205718398094177 (0.21943162531815757) | > loss_disc_real_4: 0.2842525243759155 (0.21151683820310488) | > loss_disc_real_5: 0.30020004510879517 (0.2130812810834988) | > loss_0: 2.197770357131958 (2.238452213679173) | > grad_norm_0: tensor(12.3686, device='cuda:0') (tensor(12.3712, device='cuda:0')) | > loss_gen: 2.74643874168396 (2.656004927879155) | > loss_kl: 1.3815028667449951 (1.477096716562907) | > loss_feat: 7.272653102874756 (7.252727578776751) | > loss_mel: 21.065576553344727 (21.011372529259024) | > loss_duration: 2.0838050842285156 (2.124372360318207) | > loss_1: 34.54997634887695 (34.52157412388528) | > grad_norm_1: tensor(189.0207, device='cuda:0') (tensor(156.2914, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3687 (0.35034332349318853) | > loader_time: 0.0045 (0.003503004709879557)  --> TIME: 2024-06-10 16:53:57 -- STEP: 154/330 -- GLOBAL_STEP: 102675 | > loss_disc: 2.2669172286987305 (2.2297195993460615) | > loss_disc_real_0: 0.10415305197238922 (0.11225990680131046) | > loss_disc_real_1: 0.2027769386768341 (0.20351126112721182) | > loss_disc_real_2: 0.19709497690200806 (0.2138972704286699) | > loss_disc_real_3: 0.229254812002182 (0.21950687816390743) | > loss_disc_real_4: 0.21582795679569244 (0.2111088490331328) | > loss_disc_real_5: 0.2162223905324936 (0.21246886466230666) | > loss_0: 2.2669172286987305 (2.2297195993460615) | > grad_norm_0: tensor(29.5125, device='cuda:0') (tensor(13.6011, device='cuda:0')) | > loss_gen: 2.623383045196533 (2.667175316191338) | > loss_kl: 1.2864607572555542 (1.4629712646657769) | > loss_feat: 7.111844539642334 (7.283656714798567) | > loss_mel: 20.565956115722656 (20.978719723689085) | > loss_duration: 2.121608018875122 (2.123572228790879) | > loss_1: 33.709251403808594 (34.5160951490526) | > grad_norm_1: tensor(304.1087, device='cuda:0') (tensor(160.5142, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3886 (0.3534847420531433) | > loader_time: 0.0045 (0.0036353507599273284)  --> TIME: 2024-06-10 16:54:06 -- STEP: 179/330 -- GLOBAL_STEP: 102700 | > loss_disc: 2.1774816513061523 (2.215607757674914) | > loss_disc_real_0: 0.08366680145263672 (0.11201877717199273) | > loss_disc_real_1: 0.20060771703720093 (0.2031415995605831) | > loss_disc_real_2: 0.2561107873916626 (0.2136028626278126) | > loss_disc_real_3: 0.24371513724327087 (0.21849808679612656) | > loss_disc_real_4: 0.24172133207321167 (0.21018526848801022) | > loss_disc_real_5: 0.2014218419790268 (0.21089989288226185) | > loss_0: 2.1774816513061523 (2.215607757674914) | > grad_norm_0: tensor(6.4916, device='cuda:0') (tensor(15.0845, device='cuda:0')) | > loss_gen: 2.8020379543304443 (2.6928424715329813) | > loss_kl: 1.3885518312454224 (1.4536975735392648) | > loss_feat: 7.572377681732178 (7.351915514002964) | > loss_mel: 20.28011703491211 (20.9696903548427) | > loss_duration: 2.149710178375244 (2.126983958249653) | > loss_1: 34.19279479980469 (34.59512974829646) | > grad_norm_1: tensor(116.6947, device='cuda:0') (tensor(168.6804, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.3829 (0.3563961210197576) | > loader_time: 0.0043 (0.003747781561739618)  --> TIME: 2024-06-10 16:54:17 -- STEP: 204/330 -- GLOBAL_STEP: 102725 | > loss_disc: 1.8947563171386719 (2.2036197203047134) | > loss_disc_real_0: 0.06702295690774918 (0.10881916818884659) | > loss_disc_real_1: 0.1658151000738144 (0.20232830963590565) | > loss_disc_real_2: 0.20343101024627686 (0.21313999892742025) | > loss_disc_real_3: 0.21672262251377106 (0.2190614453717774) | > loss_disc_real_4: 0.13879743218421936 (0.20971513988778873) | > loss_disc_real_5: 0.21697868406772614 (0.21099019225905924) | > loss_0: 1.8947563171386719 (2.2036197203047134) | > grad_norm_0: tensor(6.7641, device='cuda:0') (tensor(15.6267, device='cuda:0')) | > loss_gen: 3.2301273345947266 (2.7208779010118223) | > loss_kl: 1.5067155361175537 (1.451733715978323) | > loss_feat: 8.675373077392578 (7.437327450396967) | > loss_mel: 21.50117301940918 (20.930264285966448) | > loss_duration: 2.111538887023926 (2.13193854864906) | > loss_1: 37.02492904663086 (34.67214180441462) | > grad_norm_1: tensor(221.1993, device='cuda:0') (tensor(174.1141, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.6288 (0.36215090634776087) | > loader_time: 0.0047 (0.003891170024871826)  --> TIME: 2024-06-10 16:54:27 -- STEP: 229/330 -- GLOBAL_STEP: 102750 | > loss_disc: 2.2526183128356934 (2.1989274316479555) | > loss_disc_real_0: 0.09757179021835327 (0.10863703427486544) | > loss_disc_real_1: 0.16894812881946564 (0.2016707519842027) | > loss_disc_real_2: 0.24805676937103271 (0.21284750936853833) | > loss_disc_real_3: 0.22197608649730682 (0.2178152200306347) | > loss_disc_real_4: 0.20342211425304413 (0.20891905823258855) | > loss_disc_real_5: 0.18373051285743713 (0.20935932133655882) | > loss_0: 2.2526183128356934 (2.1989274316479555) | > grad_norm_0: tensor(6.6258, device='cuda:0') (tensor(17.7910, device='cuda:0')) | > loss_gen: 2.749629020690918 (2.733439524621422) | > loss_kl: 1.4751296043395996 (1.453191141894811) | > loss_feat: 7.329306125640869 (7.474062944603798) | > loss_mel: 20.94794464111328 (20.896746439704717) | > loss_duration: 2.2032973766326904 (2.1381239485011907) | > loss_1: 34.70530700683594 (34.69556392020011) | > grad_norm_1: tensor(216.5694, device='cuda:0') (tensor(187.8647, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.4119 (0.36636110372418396) | > loader_time: 0.0056 (0.004045271977587035)  --> TIME: 2024-06-10 16:54:38 -- STEP: 254/330 -- GLOBAL_STEP: 102775 | > loss_disc: 2.1055307388305664 (2.2027285286760714) | > loss_disc_real_0: 0.10535068809986115 (0.10911792317244011) | > loss_disc_real_1: 0.1643562763929367 (0.20175042059125864) | > loss_disc_real_2: 0.212312713265419 (0.21260807123475187) | > loss_disc_real_3: 0.20637425780296326 (0.21855180968684473) | > loss_disc_real_4: 0.18789486587047577 (0.21030712283150418) | > loss_disc_real_5: 0.23431812226772308 (0.2091301918968441) | > loss_0: 2.1055307388305664 (2.2027285286760714) | > grad_norm_0: tensor(12.4943, device='cuda:0') (tensor(17.2937, device='cuda:0')) | > loss_gen: 2.849984645843506 (2.727462330202418) | > loss_kl: 1.3500120639801025 (1.4526841570073223) | > loss_feat: 7.897516250610352 (7.465062954294399) | > loss_mel: 20.093307495117188 (20.859144698916445) | > loss_duration: 2.1520004272460938 (2.1429456538102785) | > loss_1: 34.34281921386719 (34.647299713975784) | > grad_norm_1: tensor(102.4627, device='cuda:0') (tensor(192.1222, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.4184 (0.37158087951930485) | > loader_time: 0.0053 (0.0042149410473080115)  --> TIME: 2024-06-10 16:54:49 -- STEP: 279/330 -- GLOBAL_STEP: 102800 | > loss_disc: 2.141967535018921 (2.206130298662357) | > loss_disc_real_0: 0.12757360935211182 (0.1096077736560589) | > loss_disc_real_1: 0.18213769793510437 (0.20289703164797102) | > loss_disc_real_2: 0.18819107115268707 (0.2129769453972471) | > loss_disc_real_3: 0.21833330392837524 (0.2185010865170469) | > loss_disc_real_4: 0.20126453042030334 (0.20976813797134655) | > loss_disc_real_5: 0.20829924941062927 (0.20925268707095934) | > loss_0: 2.141967535018921 (2.206130298662357) | > grad_norm_0: tensor(18.3526, device='cuda:0') (tensor(17.1091, device='cuda:0')) | > loss_gen: 2.7107067108154297 (2.722141831579174) | > loss_kl: 1.509255051612854 (1.4546758573115084) | > loss_feat: 8.126420021057129 (7.474157148791894) | > loss_mel: 20.87485694885254 (20.82472015709004) | > loss_duration: 2.2224347591400146 (2.150377323977839) | > loss_1: 35.44367218017578 (34.62607220338661) | > grad_norm_1: tensor(288.7045, device='cuda:0') (tensor(198.0818, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.4319 (0.37662453634337273) | > loader_time: 0.0062 (0.004373040250552596)  --> TIME: 2024-06-10 16:55:00 -- STEP: 304/330 -- GLOBAL_STEP: 102825 | > loss_disc: 4.467400550842285 (2.21212505313911) | > loss_disc_real_0: 2.0032196044921875 (0.11625872709249195) | > loss_disc_real_1: 0.22034554183483124 (0.20374731550385294) | > loss_disc_real_2: 0.2018273025751114 (0.21295432903264694) | > loss_disc_real_3: 0.23899085819721222 (0.21750424689564274) | > loss_disc_real_4: 0.6522331833839417 (0.21033838550609193) | > loss_disc_real_5: 0.29831406474113464 (0.20824165740295453) | > loss_0: 4.467400550842285 (2.21212505313911) | > grad_norm_0: tensor(34.9792, device='cuda:0') (tensor(16.8873, device='cuda:0')) | > loss_gen: 3.474027395248413 (2.726480629099043) | > loss_kl: 1.564924716949463 (1.4572945401856772) | > loss_feat: 9.358946800231934 (7.506282931879944) | > loss_mel: 20.77755355834961 (20.79709357336947) | > loss_duration: 2.278115749359131 (2.159378771719182) | > loss_1: 37.45356750488281 (34.64653033331818) | > grad_norm_1: tensor(194.9916, device='cuda:0') (tensor(200.8774, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.4756 (0.38335023428264414) | > loader_time: 0.0066 (0.0045548504904696805)  --> TIME: 2024-06-10 16:55:27 -- STEP: 329/330 -- GLOBAL_STEP: 102850 | > loss_disc: 2.5131618976593018 (2.2189042115283955) | > loss_disc_real_0: 0.17155326902866364 (0.12007298775719293) | > loss_disc_real_1: 0.2894010841846466 (0.20461121511767338) | > loss_disc_real_2: 0.17010575532913208 (0.21172843782916254) | > loss_disc_real_3: 0.2461642622947693 (0.21772636414298904) | > loss_disc_real_4: 0.23936231434345245 (0.2112316232185958) | > loss_disc_real_5: 0.20872929692268372 (0.2082030645891525) | > loss_0: 2.5131618976593018 (2.2189042115283955) | > grad_norm_0: tensor(11.4062, device='cuda:0') (tensor(16.9972, device='cuda:0')) | > loss_gen: 2.461118459701538 (2.723142076770585) | > loss_kl: 1.936432123184204 (1.468298378324074) | > loss_feat: 11.25100040435791 (7.604708235314549) | > loss_mel: 21.588102340698242 (20.766073864644056) | > loss_duration: 2.3067800998687744 (2.171964441026962) | > loss_1: 39.543434143066406 (34.73418692614894) | > grad_norm_1: tensor(369.0665, device='cuda:0') (tensor(207.6683, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 13.2982 (0.43540753999379594) | > loader_time: 0.0341 (0.004974851492328122)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.27710223197937 (2.27710223197937) | > loss_disc_real_0: 0.12577088177204132 (0.12577088177204132) | > loss_disc_real_1: 0.2709066569805145 (0.2709066569805145) | > loss_disc_real_2: 0.15814492106437683 (0.15814492106437683) | > loss_disc_real_3: 0.22125117480754852 (0.22125117480754852) | > loss_disc_real_4: 0.2662249207496643 (0.2662249207496643) | > loss_disc_real_5: 0.30215898156166077 (0.30215898156166077) | > loss_0: 2.27710223197937 (2.27710223197937) | > loss_gen: 2.682565689086914 (2.682565689086914) | > loss_kl: 1.4669939279556274 (1.4669939279556274) | > loss_feat: 5.471349716186523 (5.471349716186523) | > loss_mel: 19.411212921142578 (19.411212921142578) | > loss_duration: 2.786264419555664 (2.786264419555664) | > loss_1: 31.81838607788086 (31.81838607788086)  --> STEP: 1 | > loss_disc: 2.5105035305023193 (2.5105035305023193) | > loss_disc_real_0: 0.13685914874076843 (0.13685914874076843) | > loss_disc_real_1: 0.1936829537153244 (0.1936829537153244) | > loss_disc_real_2: 0.17708231508731842 (0.17708231508731842) | > loss_disc_real_3: 0.2659626603126526 (0.2659626603126526) | > loss_disc_real_4: 0.2900925874710083 (0.2900925874710083) | > loss_disc_real_5: 0.3094136118888855 (0.3094136118888855) | > loss_0: 2.5105035305023193 (2.5105035305023193) | > loss_gen: 2.4468843936920166 (2.4468843936920166) | > loss_kl: 1.674659013748169 (1.674659013748169) | > loss_feat: 6.196396827697754 (6.196396827697754) | > loss_mel: 21.52300453186035 (21.52300453186035) | > loss_duration: 2.3158164024353027 (2.3158164024353027) | > loss_1: 34.156761169433594 (34.156761169433594)  --> STEP: 2 | > loss_disc: 2.643242835998535 (2.5768731832504272) | > loss_disc_real_0: 0.15354318916797638 (0.1452011689543724) | > loss_disc_real_1: 0.2450043261051178 (0.2193436399102211) | > loss_disc_real_2: 0.32379868626594543 (0.2504405006766319) | > loss_disc_real_3: 0.25926899909973145 (0.262615829706192) | > loss_disc_real_4: 0.33598005771636963 (0.31303632259368896) | > loss_disc_real_5: 0.36318060755729675 (0.3362971097230911) | > loss_0: 2.643242835998535 (2.5768731832504272) | > loss_gen: 2.5935099124908447 (2.5201971530914307) | > loss_kl: 1.8947618007659912 (1.78471040725708) | > loss_feat: 4.617003917694092 (5.406700372695923) | > loss_mel: 22.3397159576416 (21.931360244750977) | > loss_duration: 2.434933662414551 (2.3753750324249268) | > loss_1: 33.87992477416992 (34.01834297180176)  --> STEP: 3 | > loss_disc: 2.405536413192749 (2.5197609265645347) | > loss_disc_real_0: 0.2070147842168808 (0.16580570737520853) | > loss_disc_real_1: 0.2943924367427826 (0.24435990552107492) | > loss_disc_real_2: 0.2305036187171936 (0.24379487335681915) | > loss_disc_real_3: 0.2951752543449402 (0.2734689712524414) | > loss_disc_real_4: 0.39818277955055237 (0.34141847491264343) | > loss_disc_real_5: 0.3081452250480652 (0.32691314816474915) | > loss_0: 2.405536413192749 (2.5197609265645347) | > loss_gen: 3.348203659057617 (2.796199321746826) | > loss_kl: 2.0008203983306885 (1.856747070948283) | > loss_feat: 6.410676002502441 (5.741358915964763) | > loss_mel: 20.376638412475586 (21.413119633992512) | > loss_duration: 2.2304468154907227 (2.327065626780192) | > loss_1: 34.366783142089844 (34.13448969523112)  --> STEP: 4 | > loss_disc: 1.9536404609680176 (2.3782308101654053) | > loss_disc_real_0: 0.10329073667526245 (0.15017696470022202) | > loss_disc_real_1: 0.21388283371925354 (0.23674063757061958) | > loss_disc_real_2: 0.16231241822242737 (0.2234242595732212) | > loss_disc_real_3: 0.2161240428686142 (0.2591327391564846) | > loss_disc_real_4: 0.18126849830150604 (0.3013809807598591) | > loss_disc_real_5: 0.2304421216249466 (0.3027953915297985) | > loss_0: 1.9536404609680176 (2.3782308101654053) | > loss_gen: 2.9639899730682373 (2.838146984577179) | > loss_kl: 1.8766120672225952 (1.861713320016861) | > loss_feat: 7.903138160705566 (6.281803727149963) | > loss_mel: 21.536684036254883 (21.444010734558105) | > loss_duration: 2.2637860774993896 (2.3112457394599915) | > loss_1: 36.54420852661133 (34.73691940307617)  --> STEP: 5 | > loss_disc: 1.9635214805603027 (2.2952889442443847) | > loss_disc_real_0: 0.11532431095838547 (0.1432064339518547) | > loss_disc_real_1: 0.28699609637260437 (0.24679172933101653) | > loss_disc_real_2: 0.18900051712989807 (0.21653951108455657) | > loss_disc_real_3: 0.17106923460960388 (0.24152003824710847) | > loss_disc_real_4: 0.20558211207389832 (0.28222120702266695) | > loss_disc_real_5: 0.25476136803627014 (0.29318858683109283) | > loss_0: 1.9635214805603027 (2.2952889442443847) | > loss_gen: 3.119861602783203 (2.8944899082183837) | > loss_kl: 1.7553151845932007 (1.840433692932129) | > loss_feat: 7.067290782928467 (6.438901138305664) | > loss_mel: 21.885820388793945 (21.532372665405273) | > loss_duration: 2.3562846183776855 (2.32025351524353) | > loss_1: 36.184574127197266 (35.02645034790039)  --> STEP: 6 | > loss_disc: 2.788661479949951 (2.3775177001953125) | > loss_disc_real_0: 0.23670826852321625 (0.15879007304708162) | > loss_disc_real_1: 0.22508737444877625 (0.24317433685064316) | > loss_disc_real_2: 0.2774443030357361 (0.2266903097430865) | > loss_disc_real_3: 0.35833433270454407 (0.26098908732334775) | > loss_disc_real_4: 0.3712293207645416 (0.2970558926463127) | > loss_disc_real_5: 0.3875420093536377 (0.308914157251517) | > loss_0: 2.788661479949951 (2.3775177001953125) | > loss_gen: 2.7002134323120117 (2.8621104955673218) | > loss_kl: 1.1108123064041138 (1.718830128510793) | > loss_feat: 5.149329662322998 (6.22397255897522) | > loss_mel: 21.25156021118164 (21.485570589701336) | > loss_duration: 2.1411020755767822 (2.290394941965739) | > loss_1: 32.3530158996582 (34.580877939860024)  --> STEP: 7 | > loss_disc: 2.329180955886841 (2.370612451008388) | > loss_disc_real_0: 0.2111492156982422 (0.166269950568676) | > loss_disc_real_1: 0.3264542818069458 (0.25507147184440065) | > loss_disc_real_2: 0.3109378218650818 (0.23872566861765726) | > loss_disc_real_3: 0.2467983216047287 (0.2589618350778307) | > loss_disc_real_4: 0.3003206253051758 (0.2975222830261503) | > loss_disc_real_5: 0.2574346363544464 (0.3015599399805069) | > loss_0: 2.329180955886841 (2.370612451008388) | > loss_gen: 3.2858517169952393 (2.92264495577131) | > loss_kl: 2.1929354667663574 (1.7865594625473022) | > loss_feat: 5.804263114929199 (6.164014066968646) | > loss_mel: 21.02240753173828 (21.419404438563756) | > loss_duration: 2.3691654205322266 (2.301647867475237) | > loss_1: 34.67462158203125 (34.59426988874163)  --> STEP: 8 | > loss_disc: 2.0622172355651855 (2.3320630490779877) | > loss_disc_real_0: 0.07514266669750214 (0.15487904008477926) | > loss_disc_real_1: 0.23553527891635895 (0.25262944772839546) | > loss_disc_real_2: 0.17724967002868652 (0.2310411687940359) | > loss_disc_real_3: 0.21126973628997803 (0.25300032272934914) | > loss_disc_real_4: 0.21166233718395233 (0.28678978979587555) | > loss_disc_real_5: 0.1645011156797409 (0.28442758694291115) | > loss_0: 2.0622172355651855 (2.3320630490779877) | > loss_gen: 2.603153705596924 (2.8827085494995117) | > loss_kl: 1.8890634775161743 (1.7993724644184113) | > loss_feat: 7.986814975738525 (6.39186418056488) | > loss_mel: 22.271913528442383 (21.525968074798584) | > loss_duration: 2.217716693878174 (2.2911564707756042) | > loss_1: 36.96866226196289 (34.89106893539429)  --> STEP: 9 | > loss_disc: 2.0159692764282227 (2.2969415187835693) | > loss_disc_real_0: 0.055360857397317886 (0.1438214642306169) | > loss_disc_real_1: 0.3022783398628235 (0.2581459912988875) | > loss_disc_real_2: 0.25564566254615784 (0.23377500143316057) | > loss_disc_real_3: 0.19820049405097961 (0.24691145287619698) | > loss_disc_real_4: 0.1935586929321289 (0.27643077903323704) | > loss_disc_real_5: 0.24506358802318573 (0.2800538092851639) | > loss_0: 2.0159692764282227 (2.2969415187835693) | > loss_gen: 3.1825764179229736 (2.916027201546563) | > loss_kl: 1.4589275121688843 (1.7615452475017972) | > loss_feat: 7.8897271156311035 (6.558293395572239) | > loss_mel: 22.52522087097168 (21.63699616326226) | > loss_duration: 2.056857109069824 (2.265123208363851) | > loss_1: 37.11330795288086 (35.137984381781685)  --> STEP: 10 | > loss_disc: 2.3806142807006836 (2.305308794975281) | > loss_disc_real_0: 0.23701781034469604 (0.15314109884202481) | > loss_disc_real_1: 0.2982292175292969 (0.2621543139219284) | > loss_disc_real_2: 0.21887990832328796 (0.2322854921221733) | > loss_disc_real_3: 0.22298693656921387 (0.24451900124549866) | > loss_disc_real_4: 0.2659090757369995 (0.2753786087036133) | > loss_disc_real_5: 0.23885153234004974 (0.27593358159065245) | > loss_0: 2.3806142807006836 (2.305308794975281) | > loss_gen: 3.087963581085205 (2.9332208395004273) | > loss_kl: 1.2477993965148926 (1.7101706624031068) | > loss_feat: 6.518026828765869 (6.554266738891601) | > loss_mel: 20.71040153503418 (21.54433670043945) | > loss_duration: 2.291682004928589 (2.267779088020325) | > loss_1: 33.855873107910156 (35.00977325439453)  --> STEP: 11 | > loss_disc: 2.138759136199951 (2.2901679169047964) | > loss_disc_real_0: 0.13905830681324005 (0.15186084502122618) | > loss_disc_real_1: 0.2075900137424469 (0.257193922996521) | > loss_disc_real_2: 0.14975689351558685 (0.22478289224884726) | > loss_disc_real_3: 0.2210247665643692 (0.24238316172903235) | > loss_disc_real_4: 0.2556858956813812 (0.2735883620652286) | > loss_disc_real_5: 0.28698480129241943 (0.27693823792717676) | > loss_0: 2.138759136199951 (2.2901679169047964) | > loss_gen: 2.97233247756958 (2.9367764429612593) | > loss_kl: 1.878372311592102 (1.725461721420288) | > loss_feat: 7.800318241119385 (6.667544148185036) | > loss_mel: 19.97415542602539 (21.401592948219992) | > loss_duration: 2.406585454940796 (2.2803978486494585) | > loss_1: 35.03176498413086 (35.01177250255238)  --> STEP: 12 | > loss_disc: 2.2950005531311035 (2.290570636590322) | > loss_disc_real_0: 0.11623764783143997 (0.14889224525541067) | > loss_disc_real_1: 0.2370728850364685 (0.2555171698331833) | > loss_disc_real_2: 0.1930874139070511 (0.22214160238703093) | > loss_disc_real_3: 0.22051700949668884 (0.24056098237633705) | > loss_disc_real_4: 0.2741299569606781 (0.27363349497318273) | > loss_disc_real_5: 0.23558133840560913 (0.27349182963371277) | > loss_0: 2.2950005531311035 (2.290570636590322) | > loss_gen: 2.746946096420288 (2.9209572474161782) | > loss_kl: 1.4124025106430054 (1.6993734538555145) | > loss_feat: 7.0005879402160645 (6.695297797520955) | > loss_mel: 20.95401954650879 (21.36429516474406) | > loss_duration: 2.200660228729248 (2.273753046989441) | > loss_1: 34.31461715698242 (34.95367622375489)  --> STEP: 13 | > loss_disc: 2.2485311031341553 (2.287336826324463) | > loss_disc_real_0: 0.1273885816335678 (0.14723811728449968) | > loss_disc_real_1: 0.38692715764045715 (0.2656256304337428) | > loss_disc_real_2: 0.25320905447006226 (0.22453140639341795) | > loss_disc_real_3: 0.23892855644226074 (0.24043541115063888) | > loss_disc_real_4: 0.2439529001712799 (0.2713503722961133) | > loss_disc_real_5: 0.27055129408836365 (0.27326563459176284) | > loss_0: 2.2485311031341553 (2.287336826324463) | > loss_gen: 3.1714558601379395 (2.9402263714716983) | > loss_kl: 1.7040654420852661 (1.6997343760270338) | > loss_feat: 6.685756683349609 (6.694563865661621) | > loss_mel: 20.591249465942383 (21.304830110990086) | > loss_duration: 2.106428623199463 (2.260881937467135) | > loss_1: 34.25895690917969 (34.90023627647987)  --> STEP: 14 | > loss_disc: 2.434685707092285 (2.2978617463793074) | > loss_disc_real_0: 0.1518847644329071 (0.14757002065224306) | > loss_disc_real_1: 0.2646152973175049 (0.265553463782583) | > loss_disc_real_2: 0.22361645102500916 (0.2244660524385316) | > loss_disc_real_3: 0.2967403829097748 (0.24445719484772002) | > loss_disc_real_4: 0.25547587871551514 (0.27021647989749914) | > loss_disc_real_5: 0.28368890285491943 (0.27401015375341686) | > loss_0: 2.434685707092285 (2.2978617463793074) | > loss_gen: 2.6276066303253174 (2.9178963899612427) | > loss_kl: 2.020531415939331 (1.7226484503064836) | > loss_feat: 5.6259541511535645 (6.618234600339617) | > loss_mel: 21.718503952026367 (21.334378242492676) | > loss_duration: 2.3691015243530273 (2.2686119079589844) | > loss_1: 34.361698150634766 (34.861769267490935)  --> STEP: 15 | > loss_disc: 2.3124189376831055 (2.2988322257995604) | > loss_disc_real_0: 0.16817674040794373 (0.14894380196928977) | > loss_disc_real_1: 0.20374028384685516 (0.2614325851202011) | > loss_disc_real_2: 0.18667015433311462 (0.22194632589817048) | > loss_disc_real_3: 0.2075507789850235 (0.24199676712354024) | > loss_disc_real_4: 0.23501388728618622 (0.26786964039007827) | > loss_disc_real_5: 0.26435425877571106 (0.2733664274215698) | > loss_0: 2.3124189376831055 (2.2988322257995604) | > loss_gen: 2.6535003185272217 (2.9002699851989746) | > loss_kl: 1.9149374961853027 (1.7354677200317383) | > loss_feat: 7.962989807128906 (6.707884947458903) | > loss_mel: 20.021591186523438 (21.24685910542806) | > loss_duration: 2.3104958534240723 (2.27140417098999) | > loss_1: 34.86351776123047 (34.86188583374023)  --> STEP: 16 | > loss_disc: 2.1841273307800293 (2.29166316986084) | > loss_disc_real_0: 0.1073303148150444 (0.14634295902214944) | > loss_disc_real_1: 0.3253999352455139 (0.26543054450303316) | > loss_disc_real_2: 0.2556534707546234 (0.22405302245169878) | > loss_disc_real_3: 0.18472661077976227 (0.23841738235205412) | > loss_disc_real_4: 0.2585560083389282 (0.2672875383868814) | > loss_disc_real_5: 0.18373918533325195 (0.26776472479104996) | > loss_0: 2.1841273307800293 (2.29166316986084) | > loss_gen: 2.9534153938293457 (2.903591573238373) | > loss_kl: 1.4157941341400146 (1.7154881209135056) | > loss_feat: 7.596820831298828 (6.763443440198898) | > loss_mel: 20.15620994567871 (21.178693532943726) | > loss_duration: 2.3609676361083984 (2.2770018875598907) | > loss_1: 34.48320770263672 (34.838218450546265)  --> STEP: 17 | > loss_disc: 2.5411763191223145 (2.306340413935044) | > loss_disc_real_0: 0.1449187695980072 (0.14625918317367048) | > loss_disc_real_1: 0.23528403043746948 (0.26365722014623527) | > loss_disc_real_2: 0.25367963314056396 (0.22579576425692616) | > loss_disc_real_3: 0.23507879674434662 (0.23822099496336543) | > loss_disc_real_4: 0.31587567925453186 (0.2701456643202726) | > loss_disc_real_5: 0.30389469861984253 (0.26989001736921425) | > loss_0: 2.5411763191223145 (2.306340413935044) | > loss_gen: 2.5047388076782227 (2.8801296458524814) | > loss_kl: 1.43471360206604 (1.6989719727460075) | > loss_feat: 5.841982841491699 (6.709239875569063) | > loss_mel: 20.243993759155273 (21.12371119330911) | > loss_duration: 2.396085739135742 (2.284006820005529) | > loss_1: 32.42151641845703 (34.69605950748219)  --> STEP: 18 | > loss_disc: 2.096731662750244 (2.2946954833136664) | > loss_disc_real_0: 0.12770679593086243 (0.14522849499351448) | > loss_disc_real_1: 0.1268845647573471 (0.2560587392912971) | > loss_disc_real_2: 0.13540302217006683 (0.22077394525210062) | > loss_disc_real_3: 0.16832657158374786 (0.23433797144227558) | > loss_disc_real_4: 0.17343401908874512 (0.2647727951407433) | > loss_disc_real_5: 0.1774120330810547 (0.2647523515754276) | > loss_0: 2.096731662750244 (2.2946954833136664) | > loss_gen: 2.5582103729248047 (2.862245241800944) | > loss_kl: 1.8846511840820312 (1.7092874844868977) | > loss_feat: 9.35509204864502 (6.856231662962172) | > loss_mel: 22.139719009399414 (21.180156071980793) | > loss_duration: 2.183523178100586 (2.2784243954552545) | > loss_1: 38.12120056152344 (34.886345121595596)  --> STEP: 19 | > loss_disc: 2.7994136810302734 (2.3212595989829614) | > loss_disc_real_0: 0.19664491713047028 (0.1479346224744069) | > loss_disc_real_1: 0.30111509561538696 (0.2584301264662492) | > loss_disc_real_2: 0.26416799426078796 (0.22305784256834732) | > loss_disc_real_3: 0.26077044010162354 (0.2357291540032939) | > loss_disc_real_4: 0.3175136148929596 (0.267548627759281) | > loss_disc_real_5: 0.3959178030490875 (0.27165579638983073) | > loss_0: 2.7994136810302734 (2.3212595989829614) | > loss_gen: 2.5228028297424316 (2.8443798516926013) | > loss_kl: 1.3276909589767456 (1.6892034568284686) | > loss_feat: 5.333613395690918 (6.77609385942158) | > loss_mel: 19.12041664123535 (21.071748733520508) | > loss_duration: 2.323265314102173 (2.2807844438050924) | > loss_1: 30.627788543701172 (34.66221056486431)  --> STEP: 20 | > loss_disc: 2.589909076690674 (2.3346920728683473) | > loss_disc_real_0: 0.17018605768680573 (0.14904719423502683) | > loss_disc_real_1: 0.29369279742240906 (0.2601932600140572) | > loss_disc_real_2: 0.29873126745224 (0.22684151381254197) | > loss_disc_real_3: 0.30295729637145996 (0.23909056112170218) | > loss_disc_real_4: 0.3100638687610626 (0.2696743898093701) | > loss_disc_real_5: 0.30529940128326416 (0.27333797663450243) | > loss_0: 2.589909076690674 (2.3346920728683473) | > loss_gen: 2.8771514892578125 (2.846018433570862) | > loss_kl: 1.8319556713104248 (1.6963410675525665) | > loss_feat: 5.399527549743652 (6.707265543937683) | > loss_mel: 20.832763671875 (21.059799480438233) | > loss_duration: 2.3720455169677734 (2.2853474974632264) | > loss_1: 33.313446044921875 (34.59477233886719)  --> STEP: 21 | > loss_disc: 2.8414056301116943 (2.358821289879935) | > loss_disc_real_0: 0.276338130235672 (0.1551086673779147) | > loss_disc_real_1: 0.24459972977638245 (0.2594507109551203) | > loss_disc_real_2: 0.41142237186431885 (0.2356310784816742) | > loss_disc_real_3: 0.31558191776275635 (0.24273300667603812) | > loss_disc_real_4: 0.23898720741271973 (0.2682130954095296) | > loss_disc_real_5: 0.2919425070285797 (0.274223906653268) | > loss_0: 2.8414056301116943 (2.358821289879935) | > loss_gen: 2.6258606910705566 (2.8355347315470376) | > loss_kl: 1.5535502433776855 (1.6895415044966198) | > loss_feat: 6.257847309112549 (6.6858646756126765) | > loss_mel: 21.352567672729492 (21.073740822928293) | > loss_duration: 2.214427947998047 (2.2819703760601224) | > loss_1: 34.00425338745117 (34.56665238879976)  --> STEP: 22 | > loss_disc: 2.4041059017181396 (2.3608796813271264) | > loss_disc_real_0: 0.13835465908050537 (0.15434712154621427) | > loss_disc_real_1: 0.20847700536251068 (0.2571337243372744) | > loss_disc_real_2: 0.2606963515281677 (0.23677040907469663) | > loss_disc_real_3: 0.1786746382713318 (0.23982126265764236) | > loss_disc_real_4: 0.20894820988178253 (0.2655192369764502) | > loss_disc_real_5: 0.18421311676502228 (0.2701325071128932) | > loss_0: 2.4041059017181396 (2.3608796813271264) | > loss_gen: 2.226025104522705 (2.807829748500477) | > loss_kl: 1.6942251920700073 (1.6897543993863193) | > loss_feat: 6.547010898590088 (6.679553140293468) | > loss_mel: 21.08370018005371 (21.07419352097945) | > loss_duration: 2.181337356567383 (2.277396147901362) | > loss_1: 33.7322998046875 (34.52872727134011)  --> STEP: 23 | > loss_disc: 2.748042106628418 (2.3777128302532695) | > loss_disc_real_0: 0.20813918113708496 (0.15668590674581734) | > loss_disc_real_1: 0.35723787546157837 (0.2614860787339833) | > loss_disc_real_2: 0.31601282954216003 (0.24021573170371677) | > loss_disc_real_3: 0.2995283007621765 (0.24241722083610037) | > loss_disc_real_4: 0.2653099298477173 (0.26551013666650525) | > loss_disc_real_5: 0.3447343111038208 (0.27337606380815094) | > loss_0: 2.748042106628418 (2.3777128302532695) | > loss_gen: 2.5953404903411865 (2.798591085102247) | > loss_kl: 1.9101219177246094 (1.69933559583581) | > loss_feat: 4.117855072021484 (6.568174963412077) | > loss_mel: 19.154083251953125 (20.99071046580439) | > loss_duration: 2.2896900177001953 (2.277930663979572) | > loss_1: 30.06709098815918 (34.33474308511485)  --> STEP: 24 | > loss_disc: 2.7613558769226074 (2.393697957197825) | > loss_disc_real_0: 0.1963968276977539 (0.15834052845214802) | > loss_disc_real_1: 0.27369415760040283 (0.26199474868675077) | > loss_disc_real_2: 0.29399269819259644 (0.24245643864075342) | > loss_disc_real_3: 0.3067433834075928 (0.24509747760991255) | > loss_disc_real_4: 0.39151430130004883 (0.27076031019290286) | > loss_disc_real_5: 0.3718712627887726 (0.27748003043234354) | > loss_0: 2.7613558769226074 (2.393697957197825) | > loss_gen: 2.629225254058838 (2.7915341754754386) | > loss_kl: 1.6320995092391968 (1.696534092227618) | > loss_feat: 3.9330859184265137 (6.458379586537679) | > loss_mel: 17.93766212463379 (20.863500118255615) | > loss_duration: 2.435330867767334 (2.284489005804062) | > loss_1: 28.56740379333496 (34.09443728129069)  --> STEP: 25 | > loss_disc: 2.376542568206787 (2.3930117416381838) | > loss_disc_real_0: 0.22417820990085602 (0.16097403571009636) | > loss_disc_real_1: 0.25305792689323425 (0.2616372758150101) | > loss_disc_real_2: 0.24336285889148712 (0.24249269545078278) | > loss_disc_real_3: 0.25021958351135254 (0.24530236184597015) | > loss_disc_real_4: 0.2778736650943756 (0.2710448443889618) | > loss_disc_real_5: 0.22198253870010376 (0.27526013076305395) | > loss_0: 2.376542568206787 (2.3930117416381838) | > loss_gen: 2.9208929538726807 (2.796708526611328) | > loss_kl: 1.6649081707000732 (1.6952690553665162) | > loss_feat: 6.348971366882324 (6.454003257751465) | > loss_mel: 17.5637149810791 (20.731508712768555) | > loss_duration: 2.3777687549591064 (2.2882201957702635) | > loss_1: 30.876256942749023 (33.96571006774902)  --> STEP: 26 | > loss_disc: 2.6714630126953125 (2.4037214059096117) | > loss_disc_real_0: 0.09326829016208649 (0.15836996857363445) | > loss_disc_real_1: 0.1391839236021042 (0.2569275314991291) | > loss_disc_real_2: 0.10952991247177124 (0.23737874225928232) | > loss_disc_real_3: 0.11947201937437057 (0.24046273328937018) | > loss_disc_real_4: 0.14121337234973907 (0.2660513262336071) | > loss_disc_real_5: 0.048722248524427414 (0.26654713529233753) | > loss_0: 2.6714630126953125 (2.4037214059096117) | > loss_gen: 1.3622896671295166 (2.7415385704774122) | > loss_kl: 1.9567912817001343 (1.7053276025331938) | > loss_feat: 14.078719139099121 (6.74726156088022) | > loss_mel: 23.67611312866211 (20.84476272876446) | > loss_duration: 2.330753803253174 (2.2898561037503753) | > loss_1: 43.404666900634766 (34.32874686901386) --> EVAL PERFORMANCE | > avg_loader_time: 0.002410888671875 (+5.753223712627684e-05) | > avg_loss_disc: 2.4037214059096117 (+0.04708690826709461) | > avg_loss_disc_real_0: 0.15836996857363445 (+0.049896981567144394) | > avg_loss_disc_real_1: 0.2569275314991291 (+0.009509046490375872) | > avg_loss_disc_real_2: 0.23737874225928232 (-0.02346420173461619) | > avg_loss_disc_real_3: 0.24046273328937018 (-0.07671279030350531) | > avg_loss_disc_real_4: 0.2660513262336071 (-0.01727799268869251) | > avg_loss_disc_real_5: 0.26654713529233753 (-0.09937909603692013) | > avg_loss_0: 2.4037214059096117 (+0.04708690826709461) | > avg_loss_gen: 2.7415385704774122 (-0.301310520905715) | > avg_loss_kl: 1.7053276025331938 (-0.04031692559902478) | > avg_loss_feat: 6.74726156088022 (-0.3758135025317859) | > avg_loss_mel: 20.84476272876446 (-0.1563951052152177) | > avg_loss_duration: 2.2898561037503753 (+0.006307482719420943) | > avg_loss_1: 34.32874686901386 (-0.8675284752478873)  > EPOCH: 45/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:55:32)   --> TIME: 2024-06-10 16:55:42 -- STEP: 24/330 -- GLOBAL_STEP: 102875 | > loss_disc: 2.2752177715301514 (2.2968815863132472) | > loss_disc_real_0: 0.0686664953827858 (0.12191544845700264) | > loss_disc_real_1: 0.18751567602157593 (0.2006450705230236) | > loss_disc_real_2: 0.21759580075740814 (0.2194675412029028) | > loss_disc_real_3: 0.2222190797328949 (0.22098949924111366) | > loss_disc_real_4: 0.22584150731563568 (0.2152343193689982) | > loss_disc_real_5: 0.19308720529079437 (0.21698308053116003) | > loss_0: 2.2752177715301514 (2.2968815863132472) | > grad_norm_0: tensor(17.6855, device='cuda:0') (tensor(8.8352, device='cuda:0')) | > loss_gen: 2.47833251953125 (2.5592019359270735) | > loss_kl: 1.290693759918213 (1.4719625860452652) | > loss_feat: 7.54704475402832 (6.842576225598653) | > loss_mel: 22.082847595214844 (21.065791130065918) | > loss_duration: 2.105809450149536 (2.2283351023991904) | > loss_1: 35.50472640991211 (34.16786734263102) | > grad_norm_1: tensor(96.6996, device='cuda:0') (tensor(111.8723, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3468 (0.34425244728724164) | > loader_time: 0.0033 (0.0029728511969248452)  --> TIME: 2024-06-10 16:55:51 -- STEP: 49/330 -- GLOBAL_STEP: 102900 | > loss_disc: 2.0811312198638916 (2.2627051509156515) | > loss_disc_real_0: 0.11144252866506577 (0.12057722633590504) | > loss_disc_real_1: 0.21460002660751343 (0.2024192782689114) | > loss_disc_real_2: 0.21606923639774323 (0.21849858821654805) | > loss_disc_real_3: 0.22521355748176575 (0.21918917340891703) | > loss_disc_real_4: 0.19434528052806854 (0.20950701589487036) | > loss_disc_real_5: 0.17343170940876007 (0.20956861060492846) | > loss_0: 2.0811312198638916 (2.2627051509156515) | > grad_norm_0: tensor(13.7059, device='cuda:0') (tensor(9.4021, device='cuda:0')) | > loss_gen: 2.8028225898742676 (2.608717889201885) | > loss_kl: 1.4380522966384888 (1.4596644226385622) | > loss_feat: 7.1043219566345215 (7.001463384044413) | > loss_mel: 20.24237823486328 (20.929270102053273) | > loss_duration: 2.0712215900421143 (2.164144311632429) | > loss_1: 33.65879440307617 (34.16326009010782) | > grad_norm_1: tensor(223.4620, device='cuda:0') (tensor(109.2216, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3378 (0.34364336850691823) | > loader_time: 0.0032 (0.0031759446981001875)  --> TIME: 2024-06-10 16:55:59 -- STEP: 74/330 -- GLOBAL_STEP: 102925 | > loss_disc: 2.234654664993286 (2.252635830157512) | > loss_disc_real_0: 0.09601706266403198 (0.11860283766243909) | > loss_disc_real_1: 0.1995759904384613 (0.20300524591191396) | > loss_disc_real_2: 0.19161704182624817 (0.21486665127245155) | > loss_disc_real_3: 0.22754214704036713 (0.21860710169012482) | > loss_disc_real_4: 0.21494469046592712 (0.2089038265717996) | > loss_disc_real_5: 0.21283523738384247 (0.20883977393040787) | > loss_0: 2.234654664993286 (2.252635830157512) | > grad_norm_0: tensor(14.6377, device='cuda:0') (tensor(10.3041, device='cuda:0')) | > loss_gen: 2.755566120147705 (2.6141417155394686) | > loss_kl: 1.5776572227478027 (1.477857148325121) | > loss_feat: 7.038610458374023 (7.0809277908222095) | > loss_mel: 21.132619857788086 (20.971860859845137) | > loss_duration: 2.0143656730651855 (2.1385305507763004) | > loss_1: 34.518821716308594 (34.28331808141759) | > grad_norm_1: tensor(121.0679, device='cuda:0') (tensor(123.3105, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.347 (0.34560838905540675) | > loader_time: 0.0041 (0.0032815965446265976)  --> TIME: 2024-06-10 16:56:08 -- STEP: 99/330 -- GLOBAL_STEP: 102950 | > loss_disc: 2.1884043216705322 (2.2400803036159944) | > loss_disc_real_0: 0.07171459496021271 (0.11777453500815112) | > loss_disc_real_1: 0.19263514876365662 (0.2010557950295583) | > loss_disc_real_2: 0.2490445077419281 (0.2143400013446808) | > loss_disc_real_3: 0.2443166971206665 (0.21714282923876638) | > loss_disc_real_4: 0.19201427698135376 (0.20793475602010283) | > loss_disc_real_5: 0.2154570072889328 (0.20777977792301563) | > loss_0: 2.1884043216705322 (2.2400803036159944) | > grad_norm_0: tensor(7.1714, device='cuda:0') (tensor(10.2079, device='cuda:0')) | > loss_gen: 2.586461067199707 (2.627695110109118) | > loss_kl: 1.3922489881515503 (1.4749422458687214) | > loss_feat: 7.172091960906982 (7.167092183623651) | > loss_mel: 20.8460636138916 (20.94521518668743) | > loss_duration: 2.089505672454834 (2.127305555825281) | > loss_1: 34.086368560791016 (34.34225016892558) | > grad_norm_1: tensor(132.5069, device='cuda:0') (tensor(125.6598, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3436 (0.3465431603518399) | > loader_time: 0.0035 (0.003357494720304855)  --> TIME: 2024-06-10 16:56:18 -- STEP: 124/330 -- GLOBAL_STEP: 102975 | > loss_disc: 2.245640754699707 (2.229805346458189) | > loss_disc_real_0: 0.1151157021522522 (0.11787373617651963) | > loss_disc_real_1: 0.17966584861278534 (0.20074888829502366) | > loss_disc_real_2: 0.1886502057313919 (0.21533704164528078) | > loss_disc_real_3: 0.2015073597431183 (0.21678291886083542) | > loss_disc_real_4: 0.19651255011558533 (0.20626383334878953) | > loss_disc_real_5: 0.20383529365062714 (0.20507771437687258) | > loss_0: 2.245640754699707 (2.229805346458189) | > grad_norm_0: tensor(6.7475, device='cuda:0') (tensor(10.2466, device='cuda:0')) | > loss_gen: 2.727931261062622 (2.6547789938988227) | > loss_kl: 1.509033441543579 (1.4688885279240147) | > loss_feat: 7.79793643951416 (7.254474493765062) | > loss_mel: 21.46776580810547 (20.958264843110115) | > loss_duration: 2.1169614791870117 (2.124941754725671) | > loss_1: 35.61962890625 (34.46134853363037) | > grad_norm_1: tensor(70.8312, device='cuda:0') (tensor(127.5565, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3512 (0.35063286750547346) | > loader_time: 0.0041 (0.003444496662386002)  --> TIME: 2024-06-10 16:56:27 -- STEP: 149/330 -- GLOBAL_STEP: 103000 | > loss_disc: 2.1771538257598877 (2.2377634608505557) | > loss_disc_real_0: 0.15503418445587158 (0.11841400775233371) | > loss_disc_real_1: 0.24255162477493286 (0.20285468723549938) | > loss_disc_real_2: 0.1746816188097 (0.2153428988968766) | > loss_disc_real_3: 0.19094790518283844 (0.21748917394836478) | > loss_disc_real_4: 0.1725710928440094 (0.20688017432721673) | > loss_disc_real_5: 0.20252414047718048 (0.2059960782327908) | > loss_0: 2.1771538257598877 (2.2377634608505557) | > grad_norm_0: tensor(8.1445, device='cuda:0') (tensor(11.0374, device='cuda:0')) | > loss_gen: 2.6138150691986084 (2.6470235290143305) | > loss_kl: 1.403755784034729 (1.4692187349268253) | > loss_feat: 6.599423408508301 (7.2269053043135045) | > loss_mel: 21.384777069091797 (20.96006746740149) | > loss_duration: 2.114912509918213 (2.1244929748893573) | > loss_1: 34.11668395996094 (34.427707979343076) | > grad_norm_1: tensor(101.7122, device='cuda:0') (tensor(133.5289, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3608 (0.35375288508882463) | > loader_time: 0.0038 (0.003521147990386758) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_103000.pth  --> TIME: 2024-06-10 16:56:42 -- STEP: 174/330 -- GLOBAL_STEP: 103025 | > loss_disc: 2.3836164474487305 (2.237776979632762) | > loss_disc_real_0: 0.125272735953331 (0.11803504758268252) | > loss_disc_real_1: 0.1676279455423355 (0.20250386427873854) | > loss_disc_real_2: 0.2412903755903244 (0.2150434254743587) | > loss_disc_real_3: 0.20602083206176758 (0.2176033416013608) | > loss_disc_real_4: 0.22881874442100525 (0.2070137400222921) | > loss_disc_real_5: 0.21289825439453125 (0.20648514316684902) | > loss_0: 2.3836164474487305 (2.237776979632762) | > grad_norm_0: tensor(14.1213, device='cuda:0') (tensor(11.0226, device='cuda:0')) | > loss_gen: 2.5305545330047607 (2.6517427173154102) | > loss_kl: 1.495536208152771 (1.4635961898441971) | > loss_feat: 7.029697418212891 (7.261397024680827) | > loss_mel: 20.935701370239258 (20.95640194553068) | > loss_duration: 2.1980652809143066 (2.1257969702797372) | > loss_1: 34.189552307128906 (34.458934783935526) | > grad_norm_1: tensor(232.2230, device='cuda:0') (tensor(131.6888, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3787 (0.3574088263785702) | > loader_time: 0.0042 (0.0036721215851005466)  --> TIME: 2024-06-10 16:56:52 -- STEP: 199/330 -- GLOBAL_STEP: 103050 | > loss_disc: 2.0675292015075684 (2.225931414407702) | > loss_disc_real_0: 0.11534105241298676 (0.11772854032753101) | > loss_disc_real_1: 0.22967638075351715 (0.20338963698502163) | > loss_disc_real_2: 0.24614611268043518 (0.21381760691877585) | > loss_disc_real_3: 0.2190266102552414 (0.21601410562069573) | > loss_disc_real_4: 0.19452156126499176 (0.2058451089577459) | > loss_disc_real_5: 0.201116681098938 (0.20458211446527264) | > loss_0: 2.0675292015075684 (2.225931414407702) | > grad_norm_0: tensor(44.3580, device='cuda:0') (tensor(11.9261, device='cuda:0')) | > loss_gen: 2.8151252269744873 (2.6672861144770326) | > loss_kl: 1.47012460231781 (1.464764551900739) | > loss_feat: 7.662891387939453 (7.317450144782137) | > loss_mel: 20.044506072998047 (20.94991452011031) | > loss_duration: 2.240309715270996 (2.1309061529648354) | > loss_1: 34.23295593261719 (34.53032141834048) | > grad_norm_1: tensor(272.1322, device='cuda:0') (tensor(147.2668, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3817 (0.3605015193996717) | > loader_time: 0.0049 (0.0038002364000483376)  --> TIME: 2024-06-10 16:57:02 -- STEP: 224/330 -- GLOBAL_STEP: 103075 | > loss_disc: 2.0239078998565674 (2.2164631198559492) | > loss_disc_real_0: 0.1663247048854828 (0.11800669571052172) | > loss_disc_real_1: 0.19280017912387848 (0.20316978889916623) | > loss_disc_real_2: 0.2273641973733902 (0.21322477429306932) | > loss_disc_real_3: 0.20080573856830597 (0.21436148775475367) | > loss_disc_real_4: 0.1715947389602661 (0.20452599160905396) | > loss_disc_real_5: 0.1658879816532135 (0.20258140510746414) | > loss_0: 2.0239078998565674 (2.2164631198559492) | > grad_norm_0: tensor(50.3397, device='cuda:0') (tensor(14.6743, device='cuda:0')) | > loss_gen: 2.979447841644287 (2.68655570170709) | > loss_kl: 1.5223329067230225 (1.4627012291124888) | > loss_feat: 8.601871490478516 (7.388355350920131) | > loss_mel: 21.054889678955078 (20.9352484856333) | > loss_duration: 2.2509946823120117 (2.1358770259789046) | > loss_1: 36.40953826904297 (34.60873772416797) | > grad_norm_1: tensor(355.5204, device='cuda:0') (tensor(164.6799, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.3888 (0.36371640861034393) | > loader_time: 0.0046 (0.003920093178749084)  --> TIME: 2024-06-10 16:57:12 -- STEP: 249/330 -- GLOBAL_STEP: 103100 | > loss_disc: 2.2032647132873535 (2.216178107931911) | > loss_disc_real_0: 0.17880210280418396 (0.116714834733062) | > loss_disc_real_1: 0.22216114401817322 (0.20414855812926846) | > loss_disc_real_2: 0.20870690047740936 (0.21337827974294563) | > loss_disc_real_3: 0.22063098847866058 (0.2144835507534594) | > loss_disc_real_4: 0.19823051989078522 (0.2047182080377058) | > loss_disc_real_5: 0.21252848207950592 (0.20295873709232456) | > loss_0: 2.2032647132873535 (2.216178107931911) | > grad_norm_0: tensor(41.9422, device='cuda:0') (tensor(15.9105, device='cuda:0')) | > loss_gen: 2.870218276977539 (2.6946669074904963) | > loss_kl: 1.4843623638153076 (1.4582560890649696) | > loss_feat: 7.635763645172119 (7.407495946769254) | > loss_mel: 20.267337799072266 (20.90493939104807) | > loss_duration: 2.1860859394073486 (2.1419285301223807) | > loss_1: 34.44376754760742 (34.60728681326871) | > grad_norm_1: tensor(351.5930, device='cuda:0') (tensor(177.9634, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.4186 (0.36775914540731286) | > loader_time: 0.0053 (0.004066148436213115)  --> TIME: 2024-06-10 16:57:23 -- STEP: 274/330 -- GLOBAL_STEP: 103125 | > loss_disc: 2.1089305877685547 (2.2087280741573254) | > loss_disc_real_0: 0.10895362496376038 (0.11637464792460855) | > loss_disc_real_1: 0.1880895495414734 (0.20362071187174233) | > loss_disc_real_2: 0.19974708557128906 (0.21364455463459897) | > loss_disc_real_3: 0.21917939186096191 (0.21370759301812106) | > loss_disc_real_4: 0.2172381728887558 (0.2038380444919976) | > loss_disc_real_5: 0.17156513035297394 (0.20199580191478242) | > loss_0: 2.1089305877685547 (2.2087280741573254) | > grad_norm_0: tensor(24.9447, device='cuda:0') (tensor(17.2014, device='cuda:0')) | > loss_gen: 2.8502516746520996 (2.7028742097590093) | > loss_kl: 1.4040948152542114 (1.4569587711870235) | > loss_feat: 8.5107421875 (7.454243827040178) | > loss_mel: 19.691251754760742 (20.863162695056324) | > loss_duration: 2.216726303100586 (2.1484391471765334) | > loss_1: 34.673065185546875 (34.6256785706012) | > grad_norm_1: tensor(464.0845, device='cuda:0') (tensor(193.5731, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.4427 (0.37358158348250564) | > loader_time: 0.006 (0.0042490332666104726)  --> TIME: 2024-06-10 16:57:35 -- STEP: 299/330 -- GLOBAL_STEP: 103150 | > loss_disc: 1.9832160472869873 (2.200809703622774) | > loss_disc_real_0: 0.10531850159168243 (0.11576956840711693) | > loss_disc_real_1: 0.1974664330482483 (0.20346283229896459) | > loss_disc_real_2: 0.15112903714179993 (0.21249909105906925) | > loss_disc_real_3: 0.20641548931598663 (0.21308484798091706) | > loss_disc_real_4: 0.21235762536525726 (0.2040039895469927) | > loss_disc_real_5: 0.1946139931678772 (0.20142689666221775) | > loss_0: 1.9832160472869873 (2.200809703622774) | > grad_norm_0: tensor(7.7282, device='cuda:0') (tensor(17.1470, device='cuda:0')) | > loss_gen: 3.0139646530151367 (2.7134228478307314) | > loss_kl: 1.618645429611206 (1.457658886112098) | > loss_feat: 7.864830017089844 (7.498537148121607) | > loss_mel: 21.35236930847168 (20.817145535778437) | > loss_duration: 2.314516067504883 (2.1571707877028343) | > loss_1: 36.164329528808594 (34.643935174846334) | > grad_norm_1: tensor(246.0613, device='cuda:0') (tensor(196.8277, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.4756 (0.3809449369692085) | > loader_time: 0.0065 (0.004438028686421372)  --> TIME: 2024-06-10 16:57:49 -- STEP: 324/330 -- GLOBAL_STEP: 103175 | > loss_disc: 2.2975566387176514 (2.2003546209982874) | > loss_disc_real_0: 0.11365577578544617 (0.11644370556107642) | > loss_disc_real_1: 0.20220370590686798 (0.20356120960212049) | > loss_disc_real_2: 0.23587602376937866 (0.2129309081736907) | > loss_disc_real_3: 0.2822909653186798 (0.2126796118179221) | > loss_disc_real_4: 0.28870588541030884 (0.2037770447815642) | > loss_disc_real_5: 0.24637627601623535 (0.20075526962309698) | > loss_0: 2.2975566387176514 (2.2003546209982874) | > grad_norm_0: tensor(25.2967, device='cuda:0') (tensor(16.9043, device='cuda:0')) | > loss_gen: 2.703644037246704 (2.7128211318710713) | > loss_kl: 1.6497191190719604 (1.4635535147454997) | > loss_feat: 9.112929344177246 (7.5708741891531295) | > loss_mel: 19.95234489440918 (20.772568373032556) | > loss_duration: 2.3482439517974854 (2.1704239867351682) | > loss_1: 35.76688003540039 (34.69024120142432) | > grad_norm_1: tensor(193.6485, device='cuda:0') (tensor(198.8897, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.5741 (0.3927710990846893) | > loader_time: 0.0093 (0.004694675221855256)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0640549659729004 (2.0640549659729004) | > loss_disc_real_0: 0.11638383567333221 (0.11638383567333221) | > loss_disc_real_1: 0.19785386323928833 (0.19785386323928833) | > loss_disc_real_2: 0.19530446827411652 (0.19530446827411652) | > loss_disc_real_3: 0.21373096108436584 (0.21373096108436584) | > loss_disc_real_4: 0.15857045352458954 (0.15857045352458954) | > loss_disc_real_5: 0.16677595674991608 (0.16677595674991608) | > loss_0: 2.0640549659729004 (2.0640549659729004) | > loss_gen: 2.641894817352295 (2.641894817352295) | > loss_kl: 0.9228665232658386 (0.9228665232658386) | > loss_feat: 8.819642066955566 (8.819642066955566) | > loss_mel: 21.239967346191406 (21.239967346191406) | > loss_duration: 2.7094197273254395 (2.7094197273254395) | > loss_1: 36.33378982543945 (36.33378982543945)  --> STEP: 1 | > loss_disc: 2.1813950538635254 (2.1813950538635254) | > loss_disc_real_0: 0.2977597713470459 (0.2977597713470459) | > loss_disc_real_1: 0.1585872620344162 (0.1585872620344162) | > loss_disc_real_2: 0.1837545782327652 (0.1837545782327652) | > loss_disc_real_3: 0.13338258862495422 (0.13338258862495422) | > loss_disc_real_4: 0.1499047428369522 (0.1499047428369522) | > loss_disc_real_5: 0.10808351635932922 (0.10808351635932922) | > loss_0: 2.1813950538635254 (2.1813950538635254) | > loss_gen: 2.3504505157470703 (2.3504505157470703) | > loss_kl: 1.7133363485336304 (1.7133363485336304) | > loss_feat: 7.9490556716918945 (7.9490556716918945) | > loss_mel: 22.76709747314453 (22.76709747314453) | > loss_duration: 2.3153748512268066 (2.3153748512268066) | > loss_1: 37.095314025878906 (37.095314025878906)  --> STEP: 2 | > loss_disc: 2.5407485961914062 (2.361071825027466) | > loss_disc_real_0: 0.12369977682828903 (0.21072977408766747) | > loss_disc_real_1: 0.1326831430196762 (0.1456352025270462) | > loss_disc_real_2: 0.2685101628303528 (0.226132370531559) | > loss_disc_real_3: 0.26259464025497437 (0.1979886144399643) | > loss_disc_real_4: 0.26093921065330505 (0.20542197674512863) | > loss_disc_real_5: 0.2528120279312134 (0.1804477721452713) | > loss_0: 2.5407485961914062 (2.361071825027466) | > loss_gen: 2.3256101608276367 (2.3380303382873535) | > loss_kl: 2.1654820442199707 (1.9394091963768005) | > loss_feat: 5.606505393981934 (6.777780532836914) | > loss_mel: 23.567846298217773 (23.167471885681152) | > loss_duration: 2.3487472534179688 (2.3320610523223877) | > loss_1: 36.014190673828125 (36.554752349853516)  --> STEP: 3 | > loss_disc: 2.1518146991729736 (2.2913194497426352) | > loss_disc_real_0: 0.08682283759117126 (0.16942746192216873) | > loss_disc_real_1: 0.16251187026500702 (0.1512607584396998) | > loss_disc_real_2: 0.16933034360408783 (0.20719836155573526) | > loss_disc_real_3: 0.3508816063404083 (0.24895294507344565) | > loss_disc_real_4: 0.30995631217956543 (0.24026675522327423) | > loss_disc_real_5: 0.24295194447040558 (0.20128249625364938) | > loss_0: 2.1518146991729736 (2.2913194497426352) | > loss_gen: 2.958669662475586 (2.544910113016764) | > loss_kl: 1.8780031204223633 (1.918940504391988) | > loss_feat: 7.662215232849121 (7.072592099507649) | > loss_mel: 23.007192611694336 (23.11404546101888) | > loss_duration: 2.199738025665283 (2.2879533767700195) | > loss_1: 37.70581817626953 (36.93844095865885)  --> STEP: 4 | > loss_disc: 2.2379369735717773 (2.2779738306999207) | > loss_disc_real_0: 0.12046856433153152 (0.15718773752450943) | > loss_disc_real_1: 0.17145653069019318 (0.15630970150232315) | > loss_disc_real_2: 0.1965331733226776 (0.20453206449747086) | > loss_disc_real_3: 0.28452765941619873 (0.2578466236591339) | > loss_disc_real_4: 0.26229795813560486 (0.2457745559513569) | > loss_disc_real_5: 0.22321856021881104 (0.2067665122449398) | > loss_0: 2.2379369735717773 (2.2779738306999207) | > loss_gen: 2.434588670730591 (2.517329752445221) | > loss_kl: 1.5624256134033203 (1.8298117816448212) | > loss_feat: 6.237463474273682 (6.863809943199158) | > loss_mel: 20.188987731933594 (22.38278102874756) | > loss_duration: 2.237194538116455 (2.2752636671066284) | > loss_1: 32.66065979003906 (35.868995666503906)  --> STEP: 5 | > loss_disc: 2.0482141971588135 (2.2320219039916993) | > loss_disc_real_0: 0.05266614258289337 (0.13628341853618622) | > loss_disc_real_1: 0.15697909891605377 (0.15644358098506927) | > loss_disc_real_2: 0.20296695828437805 (0.2042190432548523) | > loss_disc_real_3: 0.22660772502422333 (0.2515988439321518) | > loss_disc_real_4: 0.17857331037521362 (0.23233430683612824) | > loss_disc_real_5: 0.1904134452342987 (0.20349589884281158) | > loss_0: 2.0482141971588135 (2.2320219039916993) | > loss_gen: 2.5269789695739746 (2.5192595958709716) | > loss_kl: 1.8490279912948608 (1.833655023574829) | > loss_feat: 7.606346130371094 (7.012317180633545) | > loss_mel: 21.71141242980957 (22.24850730895996) | > loss_duration: 2.35636043548584 (2.291483020782471) | > loss_1: 36.05012512207031 (35.90522155761719)  --> STEP: 6 | > loss_disc: 2.2855353355407715 (2.240940809249878) | > loss_disc_real_0: 0.05436557158827782 (0.12263044404486816) | > loss_disc_real_1: 0.21432505548000336 (0.16609049340089163) | > loss_disc_real_2: 0.18613401055335999 (0.20120487113793692) | > loss_disc_real_3: 0.26114383339881897 (0.25318967550992966) | > loss_disc_real_4: 0.20894837379455566 (0.22843665132919946) | > loss_disc_real_5: 0.20201241970062256 (0.2032486523191134) | > loss_0: 2.2855353355407715 (2.240940809249878) | > loss_gen: 2.363987445831299 (2.493380904197693) | > loss_kl: 1.5065900087356567 (1.7791441877683003) | > loss_feat: 6.1574883460998535 (6.869845708211263) | > loss_mel: 20.976192474365234 (22.036454836527508) | > loss_duration: 2.1782846450805664 (2.2726166248321533) | > loss_1: 33.18254089355469 (35.4514414469401)  --> STEP: 7 | > loss_disc: 2.1964945793151855 (2.2345913478306363) | > loss_disc_real_0: 0.1076439693570137 (0.12048951908946037) | > loss_disc_real_1: 0.1864113211631775 (0.1689934687955039) | > loss_disc_real_2: 0.18161772191524506 (0.19840670696326665) | > loss_disc_real_3: 0.2614991068840027 (0.25437673713479725) | > loss_disc_real_4: 0.2588993310928345 (0.23278846272400447) | > loss_disc_real_5: 0.2584490180015564 (0.2111344188451767) | > loss_0: 2.1964945793151855 (2.2345913478306363) | > loss_gen: 2.7068705558776855 (2.523879425866263) | > loss_kl: 2.2949130535125732 (1.8528254543031966) | > loss_feat: 6.330606937408447 (6.792811598096575) | > loss_mel: 20.487565994262695 (21.81518500191825) | > loss_duration: 2.4274115562438965 (2.2947301864624023) | > loss_1: 34.24736785888672 (35.27943093436105)  --> STEP: 8 | > loss_disc: 2.2701592445373535 (2.239037334918976) | > loss_disc_real_0: 0.06350146979093552 (0.11336601292714477) | > loss_disc_real_1: 0.23468080163002014 (0.17720438539981842) | > loss_disc_real_2: 0.20883874595165253 (0.19971071183681488) | > loss_disc_real_3: 0.2982051372528076 (0.25985528714954853) | > loss_disc_real_4: 0.24000762403011322 (0.23369085788726807) | > loss_disc_real_5: 0.24516607820987701 (0.21538837626576424) | > loss_0: 2.2701592445373535 (2.239037334918976) | > loss_gen: 2.5171923637390137 (2.523043543100357) | > loss_kl: 2.437832832336426 (1.9259513765573502) | > loss_feat: 7.415897846221924 (6.870697379112244) | > loss_mel: 22.156024932861328 (21.857789993286133) | > loss_duration: 2.2033073902130127 (2.2833023369312286) | > loss_1: 36.73025894165039 (35.46078443527222)  --> STEP: 9 | > loss_disc: 2.4452764987945557 (2.261952797571818) | > loss_disc_real_0: 0.17366530001163483 (0.12006593371431033) | > loss_disc_real_1: 0.21949413418769836 (0.18190324637624952) | > loss_disc_real_2: 0.24332144856452942 (0.20455634925100538) | > loss_disc_real_3: 0.27348366379737854 (0.26136955122152966) | > loss_disc_real_4: 0.2849949896335602 (0.23939131697018942) | > loss_disc_real_5: 0.296383261680603 (0.2243878079785241) | > loss_0: 2.4452764987945557 (2.261952797571818) | > loss_gen: 2.7628285884857178 (2.549686325920953) | > loss_kl: 1.519783854484558 (1.8808216518825955) | > loss_feat: 8.781628608703613 (7.0830230712890625) | > loss_mel: 22.691410064697266 (21.950414445665146) | > loss_duration: 2.146862506866455 (2.2681423558129206) | > loss_1: 37.90251159667969 (35.73208745320638)  --> STEP: 10 | > loss_disc: 2.4058175086975098 (2.2763392686843873) | > loss_disc_real_0: 0.22551602125167847 (0.13061094246804714) | > loss_disc_real_1: 0.21826981008052826 (0.1855399027466774) | > loss_disc_real_2: 0.17432887852191925 (0.20153360217809677) | > loss_disc_real_3: 0.3198777735233307 (0.26722037345170974) | > loss_disc_real_4: 0.2105039656162262 (0.23650258183479309) | > loss_disc_real_5: 0.2019554227590561 (0.2221445694565773) | > loss_0: 2.4058175086975098 (2.2763392686843873) | > loss_gen: 2.4596235752105713 (2.5406800508499146) | > loss_kl: 1.6907871961593628 (1.8618182063102722) | > loss_feat: 7.114303112030029 (7.086151075363159) | > loss_mel: 20.191221237182617 (21.774495124816895) | > loss_duration: 2.3065946102142334 (2.2719875812530517) | > loss_1: 33.76252746582031 (35.53513145446777)  --> STEP: 11 | > loss_disc: 2.010207414627075 (2.252145463770086) | > loss_disc_real_0: 0.09656570106744766 (0.1275159205225381) | > loss_disc_real_1: 0.16324874758720398 (0.1835134340958162) | > loss_disc_real_2: 0.1568962037563324 (0.19747565686702728) | > loss_disc_real_3: 0.2652268707752228 (0.26703914593566547) | > loss_disc_real_4: 0.314353883266449 (0.24357997287403454) | > loss_disc_real_5: 0.29858317971229553 (0.22909353402527896) | > loss_0: 2.010207414627075 (2.252145463770086) | > loss_gen: 3.142456531524658 (2.595387003638528) | > loss_kl: 1.6117998361587524 (1.8390892635692249) | > loss_feat: 7.462131977081299 (7.120331157337535) | > loss_mel: 20.76020050048828 (21.682286522605203) | > loss_duration: 2.440945625305176 (2.2873474034396084) | > loss_1: 35.41753387451172 (35.52444076538086)  --> STEP: 12 | > loss_disc: 2.147733688354492 (2.243444482485453) | > loss_disc_real_0: 0.07235340029001236 (0.12291904383649428) | > loss_disc_real_1: 0.1287723034620285 (0.1789516732096672) | > loss_disc_real_2: 0.20059418678283691 (0.19773553436001143) | > loss_disc_real_3: 0.23918446898460388 (0.2647179228564103) | > loss_disc_real_4: 0.24801002442836761 (0.24394914383689562) | > loss_disc_real_5: 0.2640478014945984 (0.23200638964772224) | > loss_0: 2.147733688354492 (2.243444482485453) | > loss_gen: 2.6073410511016846 (2.5963831742604575) | > loss_kl: 1.3365373611450195 (1.7972099383672078) | > loss_feat: 5.9476704597473145 (7.02260943253835) | > loss_mel: 22.221364974975586 (21.727209726969402) | > loss_duration: 2.264509916305542 (2.2854442795117698) | > loss_1: 34.37742614746094 (35.428856213887535)  --> STEP: 13 | > loss_disc: 2.1392016410827637 (2.235425802377554) | > loss_disc_real_0: 0.1989445984363556 (0.128767163421099) | > loss_disc_real_1: 0.20226311683654785 (0.18074486118096572) | > loss_disc_real_2: 0.18960018455982208 (0.19710973822153532) | > loss_disc_real_3: 0.2601999044418335 (0.26437038297836596) | > loss_disc_real_4: 0.24639973044395447 (0.24413765049897707) | > loss_disc_real_5: 0.2871628403663635 (0.2362491935491562) | > loss_0: 2.1392016410827637 (2.235425802377554) | > loss_gen: 3.021259069442749 (2.629065935428326) | > loss_kl: 1.9142706394195557 (1.806214607678927) | > loss_feat: 7.022039413452148 (7.022565584916335) | > loss_mel: 20.43815040588379 (21.628051317655125) | > loss_duration: 2.158271074295044 (2.275661725264329) | > loss_1: 34.55398941040039 (35.361558767465446)  --> STEP: 14 | > loss_disc: 2.2208967208862305 (2.2343880108424594) | > loss_disc_real_0: 0.08349546790122986 (0.1255334708839655) | > loss_disc_real_1: 0.1575830578804016 (0.17909044665949686) | > loss_disc_real_2: 0.2604663670063019 (0.2016352117061615) | > loss_disc_real_3: 0.2633833587169647 (0.26429988124540876) | > loss_disc_real_4: 0.24631468951702118 (0.24429315328598022) | > loss_disc_real_5: 0.2529686689376831 (0.23744344179119384) | > loss_0: 2.2208967208862305 (2.2343880108424594) | > loss_gen: 2.4879043102264404 (2.61898296219962) | > loss_kl: 1.2359576225280762 (1.7654819658824377) | > loss_feat: 6.529560565948486 (6.987350940704346) | > loss_mel: 23.37809944152832 (21.753054755074636) | > loss_duration: 2.381808280944824 (2.28324362209865) | > loss_1: 36.01333236694336 (35.40811402457101)  --> STEP: 15 | > loss_disc: 2.279218912124634 (2.2373767375946043) | > loss_disc_real_0: 0.11937030404806137 (0.12512259309490523) | > loss_disc_real_1: 0.16637088358402252 (0.17824247578779856) | > loss_disc_real_2: 0.22693786025047302 (0.20332205494244893) | > loss_disc_real_3: 0.4190613627433777 (0.27461731334527334) | > loss_disc_real_4: 0.2526381015777588 (0.2448494831720988) | > loss_disc_real_5: 0.3074609935283661 (0.24211127857367198) | > loss_0: 2.279218912124634 (2.2373767375946043) | > loss_gen: 3.262969970703125 (2.661915429433187) | > loss_kl: 1.7015448808670044 (1.7612194935480754) | > loss_feat: 9.533830642700195 (7.157116254170735) | > loss_mel: 22.515119552612305 (21.80385907491048) | > loss_duration: 2.30082368850708 (2.284415626525879) | > loss_1: 39.31428909301758 (35.66852569580078)  --> STEP: 16 | > loss_disc: 2.518768548965454 (2.2549637258052826) | > loss_disc_real_0: 0.11871325969696045 (0.12472200975753368) | > loss_disc_real_1: 0.21022537350654602 (0.18024140689522028) | > loss_disc_real_2: 0.26014062762260437 (0.20687321573495865) | > loss_disc_real_3: 0.3583793044090271 (0.27985243778675795) | > loss_disc_real_4: 0.33809566497802734 (0.25067736953496933) | > loss_disc_real_5: 0.32517871260643005 (0.24730299320071936) | > loss_0: 2.518768548965454 (2.2549637258052826) | > loss_gen: 2.904602527618408 (2.677083373069763) | > loss_kl: 1.4405615329742432 (1.7411783710122108) | > 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34.105098724365234 (35.44496670891257)  --> STEP: 18 | > loss_disc: 1.7310020923614502 (2.2118192646238537) | > loss_disc_real_0: 0.05578761547803879 (0.11900484127302964) | > loss_disc_real_1: 0.12769797444343567 (0.17884152796533373) | > loss_disc_real_2: 0.15234187245368958 (0.20594588998291227) | > loss_disc_real_3: 0.23561841249465942 (0.2755034756329324) | > loss_disc_real_4: 0.1668912023305893 (0.24609687676032385) | > loss_disc_real_5: 0.2137114405632019 (0.24350745727618536) | > loss_0: 1.7310020923614502 (2.2118192646238537) | > loss_gen: 3.145751714706421 (2.7229941023720636) | > loss_kl: 1.6266405582427979 (1.7059510482682123) | > loss_feat: 11.418659210205078 (7.32317402627733) | > loss_mel: 23.738113403320312 (21.777379035949707) | > loss_duration: 2.1792964935302734 (2.2856627702713013) | > loss_1: 42.10845947265625 (35.81516075134277)  --> STEP: 19 | > loss_disc: 2.397932291030884 (2.2216146870663294) | > loss_disc_real_0: 0.06834299862384796 (0.11633842850202009) | > loss_disc_real_1: 0.16854159533977509 (0.17829942624819906) | > loss_disc_real_2: 0.17140942811965942 (0.20412818146379372) | > loss_disc_real_3: 0.37932395935058594 (0.2809677116180721) | > loss_disc_real_4: 0.2434701919555664 (0.2459586301916524) | > loss_disc_real_5: 0.30090880393981934 (0.24652858078479767) | > loss_0: 2.397932291030884 (2.2216146870663294) | > loss_gen: 2.473356246948242 (2.709855267876073) | > loss_kl: 1.3744051456451416 (1.6885012639196295) | > loss_feat: 6.986670970916748 (7.305463339153089) | > loss_mel: 21.72877311706543 (21.77482082969264) | > loss_duration: 2.344627857208252 (2.2887661958995618) | > loss_1: 34.907833099365234 (35.76740666439659)  --> STEP: 20 | > loss_disc: 2.198561191558838 (2.220462012290955) | > loss_disc_real_0: 0.07836073637008667 (0.1144395438954234) | > loss_disc_real_1: 0.1653531789779663 (0.17765211388468743) | > loss_disc_real_2: 0.17250171303749084 (0.20254685804247857) | > loss_disc_real_3: 0.2257915735244751 (0.27820890471339227) | > loss_disc_real_4: 0.2232818305492401 (0.2448247902095318) | > loss_disc_real_5: 0.22414900362491608 (0.24540960192680358) | > loss_0: 2.198561191558838 (2.220462012290955) | > loss_gen: 2.1339190006256104 (2.6810584545135496) | > loss_kl: 1.3393011093139648 (1.6710412561893464) | > loss_feat: 4.787680625915527 (7.179574203491211) | > loss_mel: 21.327733993530273 (21.752466487884522) | > loss_duration: 2.3612329959869385 (2.2923895359039306) | > loss_1: 31.949867248535156 (35.57652969360352)  --> STEP: 21 | > loss_disc: 2.097963571548462 (2.214628753207979) | > loss_disc_real_0: 0.0744992047548294 (0.11253762298396655) | > loss_disc_real_1: 0.1817520409822464 (0.17784734850838071) | > loss_disc_real_2: 0.20172493159770966 (0.20250771868796574) | > loss_disc_real_3: 0.23485712707042694 (0.27614453434944153) | > loss_disc_real_4: 0.27207285165786743 (0.2461223169451668) | > loss_disc_real_5: 0.2787063419818878 (0.24699516097704569) | > loss_0: 2.097963571548462 (2.214628753207979) | > loss_gen: 2.8393843173980713 (2.6885977813175748) | > loss_kl: 1.5074357986450195 (1.663250520115807) | > loss_feat: 6.20292329788208 (7.133067017509823) | > loss_mel: 18.629436492919922 (21.603750773838588) | > loss_duration: 2.1430282592773438 (2.2852770941598073) | > loss_1: 31.322208404541016 (35.37394296555292)  --> STEP: 22 | > loss_disc: 2.1017801761627197 (2.2094992724331943) | > loss_disc_real_0: 0.09436661005020142 (0.1117116678506136) | > loss_disc_real_1: 0.17806681990623474 (0.17785732448101044) | > loss_disc_real_2: 0.16638046503067017 (0.20086557079445233) | > loss_disc_real_3: 0.21528637409210205 (0.27337825433774426) | > loss_disc_real_4: 0.2663677930831909 (0.24704256586053155) | > loss_disc_real_5: 0.20960956811904907 (0.24529581584713675) | > loss_0: 2.1017801761627197 (2.2094992724331943) | > loss_gen: 2.65513277053833 (2.6870766444639727) | > loss_kl: 1.4362305402755737 (1.652931430123069) | > loss_feat: 8.046867370605469 (7.174603397195989) | > loss_mel: 22.052213668823242 (21.624135450883344) | > loss_duration: 2.178642749786377 (2.2804300785064693) | > loss_1: 36.36908721923828 (35.41917679526589)  --> STEP: 23 | > loss_disc: 2.1915555000305176 (2.2087191084156865) | > loss_disc_real_0: 0.08110037446022034 (0.11038074205103128) | > loss_disc_real_1: 0.18852367997169495 (0.17832107906756195) | > loss_disc_real_2: 0.25170430541038513 (0.20307595056036246) | > loss_disc_real_3: 0.24622026085853577 (0.2721974720125613) | > loss_disc_real_4: 0.18436668813228607 (0.24431752769843393) | > loss_disc_real_5: 0.1940067708492279 (0.2430658573689668) | > loss_0: 2.1915555000305176 (2.2087191084156865) | > loss_gen: 2.5255751609802246 (2.6800548408342446) | > loss_kl: 1.8449186086654663 (1.6612786987553472) | > loss_feat: 6.84807825088501 (7.160406651704208) | > loss_mel: 18.891752243041992 (21.5053361809772) | > loss_duration: 2.2883095741271973 (2.280772665272588) | > loss_1: 32.39863586425781 (35.28784892870032)  --> STEP: 24 | > loss_disc: 2.2535462379455566 (2.210586905479431) | > loss_disc_real_0: 0.06608842313289642 (0.10853522876277566) | > loss_disc_real_1: 0.22891688346862793 (0.180429237584273) | > loss_disc_real_2: 0.212071031332016 (0.20345074559251466) | > loss_disc_real_3: 0.270600825548172 (0.27213094507654506) | > loss_disc_real_4: 0.27548813819885254 (0.24561630313595137) | > loss_disc_real_5: 0.26668062806129456 (0.2440498061478138) | > loss_0: 2.2535462379455566 (2.210586905479431) | > loss_gen: 2.550978183746338 (2.674676646788915) | > loss_kl: 1.706998348236084 (1.663183684150378) | > loss_feat: 6.018963813781738 (7.1128465334574384) | > loss_mel: 21.067399978637695 (21.487088839213055) | > loss_duration: 2.4675259590148926 (2.288554052511851) | > loss_1: 33.811866760253906 (35.226349671681724)  --> STEP: 25 | > loss_disc: 2.673722743988037 (2.2291123390197756) | > loss_disc_real_0: 0.16507869958877563 (0.11079696759581566) | > loss_disc_real_1: 0.22645245492458344 (0.18227016627788545) | > loss_disc_real_2: 0.2727510929107666 (0.20622275948524474) | > loss_disc_real_3: 0.3139607012271881 (0.2738041353225708) | > loss_disc_real_4: 0.25489920377731323 (0.24598761916160583) | > loss_disc_real_5: 0.26441627740859985 (0.24486446499824524) | > loss_0: 2.673722743988037 (2.2291123390197756) | > loss_gen: 2.2236886024475098 (2.656637125015259) | > loss_kl: 2.006962537765503 (1.676934838294983) | > loss_feat: 6.519970893859863 (7.089131507873535) | > loss_mel: 19.31206512451172 (21.400087890625) | > loss_duration: 2.347402572631836 (2.2909079933166505) | > loss_1: 32.41008758544922 (35.113699188232424)  --> STEP: 26 | > loss_disc: 2.6485464572906494 (2.2452444204917326) | > loss_disc_real_0: 0.14714601635932922 (0.11219500793287387) | > loss_disc_real_1: 0.05517445504665375 (0.17738186969206884) | > loss_disc_real_2: 0.06846203655004501 (0.20092427014158323) | > loss_disc_real_3: 0.5742905735969543 (0.2853613060254317) | > loss_disc_real_4: 0.2410748153924942 (0.24579866517048615) | > loss_disc_real_5: 0.017570162191987038 (0.23612237642877376) | > loss_0: 2.6485464572906494 (2.2452444204917326) | > loss_gen: 2.2298126220703125 (2.6402207979789147) | > loss_kl: 1.8898067474365234 (1.6851222194158113) | > loss_feat: 21.522342681884766 (7.644255014566275) | > loss_mel: 28.47265625 (21.67210975060096) | > loss_duration: 2.2937188148498535 (2.291016101837158) | > loss_1: 56.4083366394043 (35.93272370558519) --> EVAL PERFORMANCE | > avg_loader_time: 0.002290982466477614 (-0.00011990620539738608) | > avg_loss_disc: 2.2452444204917326 (-0.15847698541787913) | > avg_loss_disc_real_0: 0.11219500793287387 (-0.04617496064076057) | > avg_loss_disc_real_1: 0.17738186969206884 (-0.07954566180706027) | > avg_loss_disc_real_2: 0.20092427014158323 (-0.03645447211769909) | > avg_loss_disc_real_3: 0.2853613060254317 (+0.044898572736061515) | > avg_loss_disc_real_4: 0.24579866517048615 (-0.020252661063120958) | > avg_loss_disc_real_5: 0.23612237642877376 (-0.030424758863563772) | > avg_loss_0: 2.2452444204917326 (-0.15847698541787913) | > avg_loss_gen: 2.6402207979789147 (-0.1013177724984975) | > avg_loss_kl: 1.6851222194158113 (-0.020205383117382514) | > avg_loss_feat: 7.644255014566275 (+0.8969934536860542) | > avg_loss_mel: 21.67210975060096 (+0.8273470218364984) | > avg_loss_duration: 2.291016101837158 (+0.0011599980867829096) | > avg_loss_1: 35.93272370558519 (+1.6039768365713272)  > EPOCH: 46/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 16:58:10)   --> TIME: 2024-06-10 16:58:18 -- STEP: 19/330 -- GLOBAL_STEP: 103200 | > loss_disc: 2.254270315170288 (2.2109400975076774) | > loss_disc_real_0: 0.09621322154998779 (0.12358008834876512) | > loss_disc_real_1: 0.13958218693733215 (0.19822689028162704) | > loss_disc_real_2: 0.20756059885025024 (0.2124966782958884) | > loss_disc_real_3: 0.21099625527858734 (0.22158482513929667) | > loss_disc_real_4: 0.19670051336288452 (0.2141934335231781) | > loss_disc_real_5: 0.22732630372047424 (0.21934154551280172) | > loss_0: 2.254270315170288 (2.2109400975076774) | > grad_norm_0: tensor(16.9971, device='cuda:0') (tensor(12.8441, device='cuda:0')) | > loss_gen: 2.554182529449463 (2.677500975759406) | > loss_kl: 1.2993868589401245 (1.4651492332157336) | > loss_feat: 7.814692974090576 (7.136207003342478) | > loss_mel: 20.088136672973633 (21.055302870901006) | > loss_duration: 2.1674246788024902 (2.256996669267353) | > loss_1: 33.923824310302734 (34.591156005859375) | > grad_norm_1: tensor(313.5659, device='cuda:0') (tensor(163.6572, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3524 (0.3470645954734401) | > loader_time: 0.0036 (0.003071182652523643)  --> TIME: 2024-06-10 16:58:27 -- STEP: 44/330 -- GLOBAL_STEP: 103225 | > loss_disc: 2.22912859916687 (2.164154998280785) | > loss_disc_real_0: 0.09526441991329193 (0.11932659894227982) | > loss_disc_real_1: 0.19125717878341675 (0.19832680543715303) | > loss_disc_real_2: 0.19096413254737854 (0.21317508139393546) | > loss_disc_real_3: 0.24169856309890747 (0.21760109879753806) | > loss_disc_real_4: 0.24444180727005005 (0.2097542556849393) | > loss_disc_real_5: 0.27198541164398193 (0.21242589198730208) | > loss_0: 2.22912859916687 (2.164154998280785) | > grad_norm_0: tensor(13.8588, device='cuda:0') (tensor(13.4265, device='cuda:0')) | > loss_gen: 2.825394630432129 (2.7441414594650264) | > loss_kl: 1.5396417379379272 (1.4569876085628162) | > loss_feat: 7.5835280418396 (7.441430059346286) | > loss_mel: 20.30292320251465 (20.991028699007902) | > loss_duration: 2.04413104057312 (2.1698678027499816) | > loss_1: 34.29561996459961 (34.80345509269021) | > grad_norm_1: tensor(251.4289, device='cuda:0') (tensor(194.9806, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3546 (0.3485864292491566) | > loader_time: 0.0033 (0.003276684067466042)  --> TIME: 2024-06-10 16:58:36 -- STEP: 69/330 -- GLOBAL_STEP: 103250 | > loss_disc: 2.242335796356201 (2.1741874926332105) | > loss_disc_real_0: 0.09553086757659912 (0.11636682945317116) | > loss_disc_real_1: 0.16519296169281006 (0.19954743743806647) | > loss_disc_real_2: 0.196049764752388 (0.214040357997452) | > loss_disc_real_3: 0.2067651003599167 (0.2180234895668168) | > loss_disc_real_4: 0.1970224231481552 (0.20802998888319818) | > loss_disc_real_5: 0.19509319961071014 (0.20927900594213736) | > loss_0: 2.242335796356201 (2.1741874926332105) | > grad_norm_0: tensor(19.5937, device='cuda:0') (tensor(12.2162, device='cuda:0')) | > loss_gen: 2.5891366004943848 (2.7181623293005903) | > loss_kl: 1.406219720840454 (1.4654419819513957) | > loss_feat: 7.2402448654174805 (7.377245350160461) | > loss_mel: 20.619033813476562 (20.94695041490638) | > loss_duration: 2.0613837242126465 (2.140352307886318) | > loss_1: 33.916019439697266 (34.64815206113069) | > grad_norm_1: tensor(111.7102, device='cuda:0') (tensor(174.7820, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3638 (0.3518736673438031) | > loader_time: 0.0035 (0.003417813259622325)  --> TIME: 2024-06-10 16:58:45 -- STEP: 94/330 -- GLOBAL_STEP: 103275 | > loss_disc: 2.2697267532348633 (2.182551040294321) | > loss_disc_real_0: 0.12065014243125916 (0.11423710067855551) | > loss_disc_real_1: 0.17953187227249146 (0.20046864671910058) | > loss_disc_real_2: 0.18754544854164124 (0.21374427669859947) | > loss_disc_real_3: 0.20822297036647797 (0.21761374936458913) | > loss_disc_real_4: 0.19177773594856262 (0.20854326638769596) | > loss_disc_real_5: 0.21145261824131012 (0.20809247693482866) | > loss_0: 2.2697267532348633 (2.182551040294321) | > grad_norm_0: tensor(5.7300, device='cuda:0') (tensor(11.6650, device='cuda:0')) | > loss_gen: 2.8085098266601562 (2.7001557857432266) | > loss_kl: 1.5986144542694092 (1.4598054403954364) | > loss_feat: 7.614995956420898 (7.3442978960402465) | > loss_mel: 21.67167854309082 (20.919788827287398) | > loss_duration: 2.1182758808135986 (2.1267652042368628) | > loss_1: 35.81207275390625 (34.55081298503472) | > grad_norm_1: tensor(73.9457, device='cuda:0') (tensor(163.8901, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3516 (0.352977306284803) | > loader_time: 0.0044 (0.003476320429051176)  --> TIME: 2024-06-10 16:58:54 -- STEP: 119/330 -- GLOBAL_STEP: 103300 | > loss_disc: 2.324892282485962 (2.1998393375332608) | > loss_disc_real_0: 0.14194469153881073 (0.11468510611468002) | > loss_disc_real_1: 0.2198219746351242 (0.2015605885692003) | > loss_disc_real_2: 0.21807177364826202 (0.21327009534134583) | > loss_disc_real_3: 0.1999875158071518 (0.21733975635857142) | > loss_disc_real_4: 0.2395203411579132 (0.2091055017809908) | > loss_disc_real_5: 0.1988847851753235 (0.2096213456712851) | > loss_0: 2.324892282485962 (2.1998393375332608) | > grad_norm_0: tensor(6.0196, device='cuda:0') (tensor(11.8552, device='cuda:0')) | > loss_gen: 2.55971360206604 (2.6777720090721835) | > loss_kl: 1.5915181636810303 (1.462395217238354) | > loss_feat: 7.150944232940674 (7.312355774791301) | > loss_mel: 20.737613677978516 (20.87081553354985) | > loss_duration: 2.0719552040100098 (2.12145233855528) | > loss_1: 34.11174774169922 (34.44479075199418) | > grad_norm_1: tensor(74.3005, device='cuda:0') (tensor(161.4607, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3455 (0.35286733683417826) | > loader_time: 0.004 (0.0035745095805961545)  --> TIME: 2024-06-10 16:59:03 -- STEP: 144/330 -- GLOBAL_STEP: 103325 | > loss_disc: 2.3417141437530518 (2.2095123504598924) | > loss_disc_real_0: 0.12015388906002045 (0.11459198863142067) | > loss_disc_real_1: 0.2088507115840912 (0.20335262237737575) | > loss_disc_real_2: 0.2323058694601059 (0.21453772702564797) | > loss_disc_real_3: 0.2333436906337738 (0.21813478714062107) | > loss_disc_real_4: 0.25080546736717224 (0.20947907668434912) | > loss_disc_real_5: 0.23746620118618011 (0.21022160889373886) | > loss_0: 2.3417141437530518 (2.2095123504598924) | > grad_norm_0: tensor(7.1303, device='cuda:0') (tensor(11.5138, device='cuda:0')) | > loss_gen: 2.499976873397827 (2.6799011644389896) | > loss_kl: 1.5815789699554443 (1.465441303120719) | > loss_feat: 7.483673095703125 (7.321058372656505) | > loss_mel: 21.074188232421875 (20.869462013244636) | > loss_duration: 2.072021007537842 (2.1218656657470594) | > loss_1: 34.7114372253418 (34.457728412416266) | > grad_norm_1: tensor(108.7007, device='cuda:0') (tensor(154.2279, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3743 (0.35420022242599064) | > loader_time: 0.004 (0.0036868005990982056)  --> TIME: 2024-06-10 16:59:13 -- STEP: 169/330 -- GLOBAL_STEP: 103350 | > loss_disc: 2.1485466957092285 (2.2148354540209794) | > loss_disc_real_0: 0.10933747887611389 (0.1154168512694229) | > loss_disc_real_1: 0.22833533585071564 (0.2042437737157359) | > loss_disc_real_2: 0.19471056759357452 (0.21337771715497125) | > loss_disc_real_3: 0.22324423491954803 (0.21771325982181278) | > loss_disc_real_4: 0.15831850469112396 (0.20920569551061596) | > loss_disc_real_5: 0.16285556554794312 (0.20937897467754296) | > loss_0: 2.1485466957092285 (2.2148354540209794) | > grad_norm_0: tensor(9.6313, device='cuda:0') (tensor(11.7190, device='cuda:0')) | > loss_gen: 2.7181012630462646 (2.6765352325326597) | > loss_kl: 1.4931437969207764 (1.4628475495344082) | > loss_feat: 8.040470123291016 (7.316826498720068) | > loss_mel: 21.11640167236328 (20.861231437096237) | > loss_duration: 2.132962703704834 (2.123642751451075) | > loss_1: 35.50107955932617 (34.441083287346316) | > grad_norm_1: tensor(103.9263, device='cuda:0') (tensor(152.7003, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3924 (0.35648724313318386) | > loader_time: 0.0049 (0.0037918006174663113)  --> TIME: 2024-06-10 16:59:23 -- STEP: 194/330 -- GLOBAL_STEP: 103375 | > loss_disc: 2.1914732456207275 (2.2130678271509923) | > loss_disc_real_0: 0.08180900663137436 (0.11496744650540892) | > loss_disc_real_1: 0.24394451081752777 (0.20420239765926734) | > loss_disc_real_2: 0.17782877385616302 (0.21306004651735738) | > loss_disc_real_3: 0.2013254165649414 (0.21753855441341696) | > loss_disc_real_4: 0.22942428290843964 (0.20915538856049173) | > loss_disc_real_5: 0.1970595270395279 (0.2084924859791687) | > loss_0: 2.1914732456207275 (2.2130678271509923) | > grad_norm_0: tensor(18.6893, device='cuda:0') (tensor(12.7987, device='cuda:0')) | > loss_gen: 2.757890224456787 (2.6774217726029077) | > loss_kl: 1.5161893367767334 (1.4617439496148492) | > loss_feat: 7.800132751464844 (7.329753049870127) | > loss_mel: 20.786527633666992 (20.822246404038268) | > loss_duration: 2.1368863582611084 (2.1284764581119893) | > loss_1: 34.99762725830078 (34.419641494750984) | > grad_norm_1: tensor(361.3721, device='cuda:0') (tensor(163.1603, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.381 (0.360377224450259) | > loader_time: 0.0049 (0.003910386685243587)  --> TIME: 2024-06-10 16:59:33 -- STEP: 219/330 -- GLOBAL_STEP: 103400 | > loss_disc: 2.1637678146362305 (2.2183416058483725) | > loss_disc_real_0: 0.10867341607809067 (0.11542290506978013) | > loss_disc_real_1: 0.20956096053123474 (0.20492343597760485) | > loss_disc_real_2: 0.1980145126581192 (0.21291190344993383) | > loss_disc_real_3: 0.19110409915447235 (0.21767619034471034) | > loss_disc_real_4: 0.18797257542610168 (0.20892131580337542) | > loss_disc_real_5: 0.18709006905555725 (0.20858114372649694) | > loss_0: 2.1637678146362305 (2.2183416058483725) | > grad_norm_0: tensor(11.2927, device='cuda:0') (tensor(12.9981, device='cuda:0')) | > loss_gen: 2.800093650817871 (2.6752220158163276) | > loss_kl: 1.5458487272262573 (1.4625039781065292) | > loss_feat: 7.4146199226379395 (7.355031999823165) | > loss_mel: 20.421815872192383 (20.802577310501178) | > loss_duration: 2.1744470596313477 (2.133454072965334) | > loss_1: 34.3568229675293 (34.42878926943427) | > grad_norm_1: tensor(150.6627, device='cuda:0') (tensor(167.8694, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.3896 (0.36379567564350296) | > loader_time: 0.0058 (0.004072026030658042)  --> TIME: 2024-06-10 16:59:43 -- STEP: 244/330 -- GLOBAL_STEP: 103425 | > loss_disc: 2.117482900619507 (2.217705025536114) | > loss_disc_real_0: 0.1436045914888382 (0.1149125817521918) | > loss_disc_real_1: 0.2550353705883026 (0.20485870833279657) | > loss_disc_real_2: 0.23355191946029663 (0.21300037125827836) | > loss_disc_real_3: 0.2273920476436615 (0.2174124987643273) | > loss_disc_real_4: 0.23426882922649384 (0.2087397212009938) | > loss_disc_real_5: 0.2473583072423935 (0.20882391532669303) | > loss_0: 2.117482900619507 (2.217705025536114) | > grad_norm_0: tensor(17.1523, device='cuda:0') (tensor(13.5647, device='cuda:0')) | > loss_gen: 2.8417201042175293 (2.6776577713059604) | > loss_kl: 1.3584495782852173 (1.4619887910905431) | > loss_feat: 7.16078519821167 (7.360017536116428) | > loss_mel: 20.17477798461914 (20.767364197090032) | > loss_duration: 2.132014751434326 (2.1402598370294084) | > loss_1: 33.667747497558594 (34.40728808231041) | > grad_norm_1: tensor(215.0713, device='cuda:0') (tensor(169.6983, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.4292 (0.3678789969350472) | > loader_time: 0.0072 (0.004243120795390645)  --> TIME: 2024-06-10 16:59:54 -- STEP: 269/330 -- GLOBAL_STEP: 103450 | > loss_disc: 2.099198341369629 (2.2156601089527164) | > loss_disc_real_0: 0.06607852876186371 (0.11437475654992472) | > loss_disc_real_1: 0.16274254024028778 (0.20437878735889733) | > loss_disc_real_2: 0.17456425726413727 (0.21260903354692637) | > loss_disc_real_3: 0.21067938208580017 (0.217380931552458) | > loss_disc_real_4: 0.20452053844928741 (0.2083518407047903) | > loss_disc_real_5: 0.18827365338802338 (0.20806624920394784) | > loss_0: 2.099198341369629 (2.2156601089527164) | > grad_norm_0: tensor(25.4425, device='cuda:0') (tensor(13.8514, device='cuda:0')) | > loss_gen: 2.6249608993530273 (2.6763940876744496) | > loss_kl: 1.5132920742034912 (1.4680778581413638) | > loss_feat: 7.102363586425781 (7.379717174515847) | > loss_mel: 19.6863956451416 (20.737500796973933) | > loss_duration: 2.2291059494018555 (2.1461255891615556) | > loss_1: 33.15612030029297 (34.407815486525074) | > grad_norm_1: tensor(273.2251, device='cuda:0') (tensor(172.0274, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.4407 (0.37354304178939884) | > loader_time: 0.0073 (0.004409007423429241)  --> TIME: 2024-06-10 17:00:05 -- STEP: 294/330 -- GLOBAL_STEP: 103475 | > loss_disc: 2.320175886154175 (2.216866340361484) | > loss_disc_real_0: 0.11619044840335846 (0.11468371740054517) | > loss_disc_real_1: 0.21392717957496643 (0.20457832591266048) | > loss_disc_real_2: 0.23007790744304657 (0.21279469923097258) | > loss_disc_real_3: 0.23986424505710602 (0.2170447516096693) | > loss_disc_real_4: 0.23700650036334991 (0.20820109830016184) | > loss_disc_real_5: 0.18197357654571533 (0.207574113037716) | > loss_0: 2.320175886154175 (2.216866340361484) | > grad_norm_0: tensor(29.3254, device='cuda:0') (tensor(14.5485, device='cuda:0')) | > loss_gen: 2.6648380756378174 (2.6766824454677356) | > loss_kl: 1.5538702011108398 (1.4695811397364347) | > loss_feat: 7.602372646331787 (7.392455994677381) | > loss_mel: 20.53727149963379 (20.68481307127039) | > loss_duration: 2.2753586769104004 (2.153949806073894) | > loss_1: 34.63371276855469 (34.377482433708344) | > grad_norm_1: tensor(312.9129, device='cuda:0') (tensor(176.4539, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.4522 (0.3800089651224566) | > loader_time: 0.0066 (0.004577947311660868)  --> TIME: 2024-06-10 17:00:18 -- STEP: 319/330 -- GLOBAL_STEP: 103500 | > loss_disc: 2.0366852283477783 (2.210826008671129) | > loss_disc_real_0: 0.10919573903083801 (0.11427558373461323) | > loss_disc_real_1: 0.20505286753177643 (0.20511619106729204) | > loss_disc_real_2: 0.1719803661108017 (0.21179483630066745) | > loss_disc_real_3: 0.21505317091941833 (0.2164297767193714) | > loss_disc_real_4: 0.17735090851783752 (0.208222187471614) | > loss_disc_real_5: 0.17444196343421936 (0.20705541818866913) | > loss_0: 2.0366852283477783 (2.210826008671129) | > grad_norm_0: tensor(29.0122, device='cuda:0') (tensor(15.2640, device='cuda:0')) | > loss_gen: 2.9397239685058594 (2.686353444305708) | > loss_kl: 1.5477911233901978 (1.474250649210053) | > loss_feat: 9.474631309509277 (7.461290398361541) | > loss_mel: 21.126937866210938 (20.653491393899483) | > loss_duration: 2.343247413635254 (2.166428580553179) | > loss_1: 37.43233108520508 (34.44181444652401) | > grad_norm_1: tensor(239.0384, device='cuda:0') (tensor(182.9110, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.5631 (0.3899791464910239) | > loader_time: 0.0078 (0.00479403110133443) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_103500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5202372074127197 (2.5202372074127197) | > loss_disc_real_0: 0.18977504968643188 (0.18977504968643188) | > loss_disc_real_1: 0.26884526014328003 (0.26884526014328003) | > loss_disc_real_2: 0.21521355211734772 (0.21521355211734772) | > loss_disc_real_3: 0.2553930878639221 (0.2553930878639221) | > loss_disc_real_4: 0.21114535629749298 (0.21114535629749298) | > loss_disc_real_5: 0.23052923381328583 (0.23052923381328583) | > loss_0: 2.5202372074127197 (2.5202372074127197) | > loss_gen: 2.318674087524414 (2.318674087524414) | > loss_kl: 1.025895118713379 (1.025895118713379) | > loss_feat: 5.400547027587891 (5.400547027587891) | > loss_mel: 18.552892684936523 (18.552892684936523) | > loss_duration: 2.778341293334961 (2.778341293334961) | > loss_1: 30.076351165771484 (30.076351165771484)  --> STEP: 1 | > loss_disc: 1.9437865018844604 (1.9437865018844604) | > loss_disc_real_0: 0.06489892303943634 (0.06489892303943634) | > loss_disc_real_1: 0.1670275777578354 (0.1670275777578354) | > loss_disc_real_2: 0.11791635304689407 (0.11791635304689407) | > loss_disc_real_3: 0.25678929686546326 (0.25678929686546326) | > loss_disc_real_4: 0.20138628780841827 (0.20138628780841827) | > loss_disc_real_5: 0.16883030533790588 (0.16883030533790588) | > loss_0: 1.9437865018844604 (1.9437865018844604) | > loss_gen: 2.5826587677001953 (2.5826587677001953) | > loss_kl: 1.9501378536224365 (1.9501378536224365) | > loss_feat: 7.790782928466797 (7.790782928466797) | > loss_mel: 22.491291046142578 (22.491291046142578) | > loss_duration: 2.227999448776245 (2.227999448776245) | > loss_1: 37.04287338256836 (37.04287338256836)  --> STEP: 2 | > loss_disc: 2.2995505332946777 (2.121668517589569) | > loss_disc_real_0: 0.1644739806652069 (0.11468645185232162) | > loss_disc_real_1: 0.27829089760780334 (0.22265923768281937) | > loss_disc_real_2: 0.3195631206035614 (0.21873973682522774) | > loss_disc_real_3: 0.28592053055763245 (0.27135491371154785) | > loss_disc_real_4: 0.2525164783000946 (0.22695138305425644) | > loss_disc_real_5: 0.3044295608997345 (0.2366299331188202) | > loss_0: 2.2995505332946777 (2.121668517589569) | > loss_gen: 3.21061635017395 (2.8966375589370728) | > loss_kl: 1.586822271347046 (1.7684800624847412) | > loss_feat: 5.9605326652526855 (6.875657796859741) | > loss_mel: 23.078346252441406 (22.784818649291992) | > loss_duration: 2.4353904724121094 (2.3316949605941772) | > loss_1: 36.27170944213867 (36.657291412353516)  --> STEP: 3 | > loss_disc: 2.5479753017425537 (2.2637707789738974) | > loss_disc_real_0: 0.1458667665719986 (0.12507989009221396) | > loss_disc_real_1: 0.32081693410873413 (0.25537846982479095) | > loss_disc_real_2: 0.2620788514614105 (0.233186108370622) | > loss_disc_real_3: 0.4263428747653961 (0.32301756739616394) | > loss_disc_real_4: 0.3535109758377075 (0.2691379139820735) | > loss_disc_real_5: 0.3207070827484131 (0.2646556496620178) | > loss_0: 2.5479753017425537 (2.2637707789738974) | > loss_gen: 3.09205961227417 (2.961778243382772) | > loss_kl: 2.0126707553863525 (1.8498769601186116) | > loss_feat: 7.100955009460449 (6.950756867726644) | > loss_mel: 20.17835807800293 (21.915998458862305) | > loss_duration: 2.250007152557373 (2.3044656912485757) | > loss_1: 34.63405227661133 (35.98287836710612)  --> STEP: 4 | > loss_disc: 2.0194523334503174 (2.2026911675930023) | > loss_disc_real_0: 0.0664505586028099 (0.11042255721986294) | > loss_disc_real_1: 0.2463667094707489 (0.25312552973628044) | > loss_disc_real_2: 0.17362408339977264 (0.21829560212790966) | > loss_disc_real_3: 0.3157738447189331 (0.32120663672685623) | > loss_disc_real_4: 0.2529416084289551 (0.26508883759379387) | > loss_disc_real_5: 0.20230035483837128 (0.24906682595610619) | > loss_0: 2.0194523334503174 (2.2026911675930023) | > loss_gen: 3.10250186920166 (2.996959149837494) | > loss_kl: 1.778515100479126 (1.8320364952087402) | > loss_feat: 6.327887535095215 (6.795039534568787) | > loss_mel: 21.650205612182617 (21.849550247192383) | > loss_duration: 2.220038414001465 (2.283358871936798) | > loss_1: 35.07914733886719 (35.75694561004639)  --> STEP: 5 | > loss_disc: 1.876857876777649 (2.1375245094299316) | > loss_disc_real_0: 0.10335657000541687 (0.10900935977697372) | > loss_disc_real_1: 0.18366916477680206 (0.23923425674438475) | > loss_disc_real_2: 0.23882630467414856 (0.22240174263715745) | > loss_disc_real_3: 0.18651676177978516 (0.29426866173744204) | > loss_disc_real_4: 0.14496250450611115 (0.24106357097625733) | > loss_disc_real_5: 0.15035925805568695 (0.22932531237602233) | > loss_0: 1.876857876777649 (2.1375245094299316) | > loss_gen: 2.619145393371582 (2.9213963985443114) | > loss_kl: 1.564561367034912 (1.7785414695739745) | > loss_feat: 6.431498050689697 (6.722331237792969) | > loss_mel: 20.980213165283203 (21.675682830810548) | > loss_duration: 2.349689483642578 (2.296624994277954) | > loss_1: 33.945106506347656 (35.39457778930664)  --> STEP: 6 | > loss_disc: 2.238419771194458 (2.154340386390686) | > loss_disc_real_0: 0.11351074278354645 (0.10975959027806918) | > loss_disc_real_1: 0.24029672145843506 (0.23941133419672647) | > loss_disc_real_2: 0.18955183029174805 (0.21692675724625587) | > loss_disc_real_3: 0.21540065109729767 (0.28112399329741794) | > loss_disc_real_4: 0.18729142844676971 (0.2321015472213427) | > loss_disc_real_5: 0.2122853696346283 (0.22648532191912332) | > loss_0: 2.238419771194458 (2.154340386390686) | > loss_gen: 2.873131036758423 (2.9133521715799966) | > loss_kl: 1.5675102472305298 (1.7433695991834004) | > loss_feat: 6.961551666259766 (6.762201309204102) | > loss_mel: 23.191255569458008 (21.92827828725179) | > loss_duration: 2.142521381378174 (2.2709410587946572) | > loss_1: 36.73596954345703 (35.61814308166504)  --> STEP: 7 | > loss_disc: 2.456636428833008 (2.197525535311018) | > loss_disc_real_0: 0.1791837513446808 (0.11967732757329941) | > loss_disc_real_1: 0.2426454722881317 (0.23987335392407008) | > loss_disc_real_2: 0.21046733856201172 (0.21600398314850672) | > loss_disc_real_3: 0.27250728011131287 (0.2798930342708315) | > loss_disc_real_4: 0.28878509998321533 (0.24019919761589595) | > loss_disc_real_5: 0.2558412253856659 (0.2306790224143437) | > loss_0: 2.456636428833008 (2.197525535311018) | > loss_gen: 2.3853557109832764 (2.8379241057804654) | > loss_kl: 2.3671295642852783 (1.8324781656265259) | > loss_feat: 4.040740013122559 (6.373421124049595) | > loss_mel: 18.859006881713867 (21.489810943603516) | > loss_duration: 2.332986354827881 (2.279804672513689) | > loss_1: 29.985218048095703 (34.81343950544085)  --> STEP: 8 | > loss_disc: 1.8851169347763062 (2.1584744602441788) | > loss_disc_real_0: 0.04464893415570259 (0.1102987783960998) | > loss_disc_real_1: 0.1901513636112213 (0.233658105134964) | > loss_disc_real_2: 0.1730702966451645 (0.21063727233558893) | > loss_disc_real_3: 0.25675341486930847 (0.27700058184564114) | > loss_disc_real_4: 0.1929081231355667 (0.2342878133058548) | > loss_disc_real_5: 0.2271443009376526 (0.2302371822297573) | > loss_0: 1.8851169347763062 (2.1584744602441788) | > loss_gen: 3.0024750232696533 (2.8584929704666138) | > loss_kl: 1.8745390176773071 (1.8377357721328735) | > loss_feat: 11.627367973327637 (7.030164480209351) | > loss_mel: 24.662212371826172 (21.886361122131348) | > loss_duration: 2.2144932746887207 (2.2716407477855682) | > loss_1: 43.38108825683594 (35.884395599365234)  --> STEP: 9 | > loss_disc: 1.9081859588623047 (2.1306646267573037) | > loss_disc_real_0: 0.11103592813014984 (0.11038068392210537) | > loss_disc_real_1: 0.26737162470817566 (0.23740405175420973) | > loss_disc_real_2: 0.2632574737071991 (0.21648396137687895) | > loss_disc_real_3: 0.22475402057170868 (0.2711954083707597) | > loss_disc_real_4: 0.11464798450469971 (0.22099449899461535) | > loss_disc_real_5: 0.08236823230981827 (0.21380729890531963) | > loss_0: 1.9081859588623047 (2.1306646267573037) | > loss_gen: 2.9378228187561035 (2.8673073980543347) | > loss_kl: 1.1868200302124023 (1.7654118008083768) | > loss_feat: 10.394042015075684 (7.403928650750054) | > loss_mel: 22.322288513183594 (21.934797498914932) | > loss_duration: 2.101392984390259 (2.2527243296305337) | > loss_1: 38.9423713684082 (36.22417068481445)  --> STEP: 10 | > loss_disc: 2.7208800315856934 (2.1896861672401426) | > loss_disc_real_0: 0.20181956887245178 (0.11952457241714001) | > loss_disc_real_1: 0.2762887477874756 (0.24129252135753632) | > loss_disc_real_2: 0.21423862874507904 (0.21625942811369897) | > loss_disc_real_3: 0.34329479932785034 (0.27840534746646883) | > loss_disc_real_4: 0.279837042093277 (0.2268787533044815) | > loss_disc_real_5: 0.41349679231643677 (0.23377624824643134) | > loss_0: 2.7208800315856934 (2.1896861672401426) | > loss_gen: 2.538264513015747 (2.8344031095504763) | > loss_kl: 1.6267505884170532 (1.7515456795692443) | > loss_feat: 5.204218864440918 (7.18395767211914) | > loss_mel: 15.248396873474121 (21.26615743637085) | > loss_duration: 2.2643074989318848 (2.253882646560669) | > loss_1: 26.881938934326172 (35.289947509765625)  --> STEP: 11 | > loss_disc: 2.4161112308502197 (2.210270263931968) | > loss_disc_real_0: 0.14342379570007324 (0.12169722907922485) | > loss_disc_real_1: 0.29734426736831665 (0.24638813463124362) | > loss_disc_real_2: 0.19187188148498535 (0.21404237842017954) | > loss_disc_real_3: 0.3093840181827545 (0.2812215902588584) | > loss_disc_real_4: 0.3163406550884247 (0.23501165346665817) | > loss_disc_real_5: 0.29026323556900024 (0.23891142891211944) | > loss_0: 2.4161112308502197 (2.210270263931968) | > loss_gen: 2.8112363815307617 (2.8322970433668657) | > loss_kl: 1.984504222869873 (1.7727237289602107) | > loss_feat: 7.551849842071533 (7.217402414842085) | > loss_mel: 19.145320892333984 (21.07335411418568) | > loss_duration: 2.3910224437713623 (2.2663499008525503) | > loss_1: 33.883934020996094 (35.162128101695664)  --> STEP: 12 | > loss_disc: 2.4245219230651855 (2.228124568859736) | > loss_disc_real_0: 0.12855425477027893 (0.12226864788681269) | > loss_disc_real_1: 0.2315482497215271 (0.2451514775554339) | > loss_disc_real_2: 0.25233083963394165 (0.2172330835213264) | > loss_disc_real_3: 0.3778330981731415 (0.28927254925171536) | > loss_disc_real_4: 0.3088139295578003 (0.24116184314092) | > loss_disc_real_5: 0.2422422468662262 (0.23918899707496166) | > loss_0: 2.4245219230651855 (2.228124568859736) | > loss_gen: 2.9368326663970947 (2.8410083452860513) | > loss_kl: 1.7101266384124756 (1.7675073047478993) | > loss_feat: 6.040987968444824 (7.119367877642314) | > loss_mel: 20.282371520996094 (21.007438898086548) | > loss_duration: 2.195326328277588 (2.2604312698046365) | > loss_1: 33.165645599365234 (34.99575455983479)  --> STEP: 13 | > loss_disc: 2.3396639823913574 (2.2367045237467837) | > loss_disc_real_0: 0.21409855782985687 (0.1293324871132007) | > loss_disc_real_1: 0.2863369882106781 (0.24831959375968346) | > loss_disc_real_2: 0.20943044126033783 (0.2166328802704811) | > loss_disc_real_3: 0.25744372606277466 (0.2868241782371814) | > loss_disc_real_4: 0.23232632875442505 (0.2404821881881127) | > loss_disc_real_5: 0.295776903629303 (0.24354191296375716) | > loss_0: 2.3396639823913574 (2.2367045237467837) | > loss_gen: 2.9988272190093994 (2.853148258649386) | > loss_kl: 1.8894884586334229 (1.7768904704314012) | > loss_feat: 7.02130651473999 (7.111824695880596) | > loss_mel: 20.785343170166016 (20.99035461132343) | > loss_duration: 2.1339714527130127 (2.250703591566819) | > loss_1: 34.82893753051758 (34.98292248065655)  --> STEP: 14 | > loss_disc: 1.7967901229858398 (2.2052820665495734) | > loss_disc_real_0: 0.04827478155493736 (0.12354265100189618) | > loss_disc_real_1: 0.23284849524497986 (0.2472145152943475) | > loss_disc_real_2: 0.17761212587356567 (0.2138456835278443) | > loss_disc_real_3: 0.22030287981033325 (0.282072656920978) | > loss_disc_real_4: 0.18442212045192719 (0.236477897635528) | > loss_disc_real_5: 0.18339617550373077 (0.23924578885946954) | > loss_0: 1.7967901229858398 (2.2052820665495734) | > loss_gen: 3.2271902561187744 (2.8798655441829135) | > loss_kl: 2.5296034812927246 (1.8306556854929243) | > loss_feat: 9.319209098815918 (7.269495010375977) | > loss_mel: 22.994789123535156 (21.13352850505284) | > loss_duration: 2.3689727783203125 (2.25915139062064) | > loss_1: 40.43976593017578 (35.372697012765066)  --> STEP: 15 | > loss_disc: 2.1904940605163574 (2.2042961994806927) | > loss_disc_real_0: 0.13302305340766907 (0.1241746778289477) | > loss_disc_real_1: 0.2693566083908081 (0.24869065483411154) | > loss_disc_real_2: 0.2044181078672409 (0.21321717848380406) | > loss_disc_real_3: 0.28066861629486084 (0.2819790542125702) | > loss_disc_real_4: 0.21211472153663635 (0.2348536858956019) | > loss_disc_real_5: 0.18344879150390625 (0.23552598903576533) | > loss_0: 2.1904940605163574 (2.2042961994806927) | > loss_gen: 2.764472007751465 (2.87217264175415) | > loss_kl: 2.0277693271636963 (1.8437965949376425) | > loss_feat: 8.895806312561035 (7.377915763854981) | > loss_mel: 21.135290145874023 (21.13364594777425) | > loss_duration: 2.264862537384033 (2.2595321337381993) | > loss_1: 37.088199615478516 (35.487063852945965)  --> STEP: 16 | > loss_disc: 2.3611865043640137 (2.2141018435359) | > loss_disc_real_0: 0.09310898929834366 (0.12223307229578495) | > loss_disc_real_1: 0.17461112141609192 (0.2440606839954853) | > loss_disc_real_2: 0.2113785743713379 (0.21310226572677493) | > loss_disc_real_3: 0.24838857352733612 (0.27987964916974306) | > loss_disc_real_4: 0.21582795679569244 (0.23366457782685757) | > loss_disc_real_5: 0.22419188916683197 (0.234817607793957) | > loss_0: 2.3611865043640137 (2.2141018435359) | > loss_gen: 2.2248289585113525 (2.8317136615514755) | > loss_kl: 1.7281283140182495 (1.8365673273801804) | > loss_feat: 6.066679000854492 (7.29596346616745) | > loss_mel: 19.975175857543945 (21.061241567134857) | > loss_duration: 2.296614170074463 (2.261849761009216) | > loss_1: 32.29142761230469 (35.287336587905884)  --> STEP: 17 | > loss_disc: 2.6549465656280518 (2.240033886011909) | > loss_disc_real_0: 0.22373445332050323 (0.1282037417678272) | > loss_disc_real_1: 0.32052236795425415 (0.248558430110707) | > loss_disc_real_2: 0.2195555865764618 (0.21348187283558004) | > loss_disc_real_3: 0.2990269064903259 (0.281005958423895) | > loss_disc_real_4: 0.2706206142902374 (0.23583846232470343) | > loss_disc_real_5: 0.2761024832725525 (0.2372461298809332) | > loss_0: 2.6549465656280518 (2.240033886011909) | > loss_gen: 2.6586592197418213 (2.8215339885038486) | > loss_kl: 1.1250159740447998 (1.7947113654192757) | > loss_feat: 5.566538333892822 (7.194232576033649) | > loss_mel: 19.13955307006836 (20.948201067307416) | > loss_duration: 2.338412284851074 (2.266353438882266) | > loss_1: 30.82817840576172 (35.02503316542681)  --> STEP: 18 | > loss_disc: 2.0165703296661377 (2.2276192439926996) | > loss_disc_real_0: 0.08678554743528366 (0.12590273097157478) | > loss_disc_real_1: 0.16538411378860474 (0.2439376347594791) | > loss_disc_real_2: 0.20732754468917847 (0.2131399657163355) | > loss_disc_real_3: 0.3067173659801483 (0.282434369954798) | > loss_disc_real_4: 0.28214970231056213 (0.2384113089905845) | > loss_disc_real_5: 0.28079754114151 (0.23966565272874302) | > loss_0: 2.0165703296661377 (2.2276192439926996) | > loss_gen: 3.1656970977783203 (2.8406541612413196) | > loss_kl: 1.5098655223846436 (1.7788865963617961) | > loss_feat: 8.901908874511719 (7.289103481504652) | > loss_mel: 22.976146697998047 (21.060864713456894) | > loss_duration: 2.191690683364868 (2.2622055080201884) | > loss_1: 38.74531173706055 (35.23171530829536)  --> STEP: 19 | > loss_disc: 1.8731560707092285 (2.208963287504096) | > loss_disc_real_0: 0.09692264348268509 (0.12437746320900164) | > loss_disc_real_1: 0.26346245408058167 (0.24496525682901082) | > loss_disc_real_2: 0.1931680142879486 (0.21208881037799934) | > loss_disc_real_3: 0.2103356570005417 (0.27863970085194234) | > loss_disc_real_4: 0.16091971099376678 (0.23433280383285723) | > loss_disc_real_5: 0.14432193338871002 (0.23464756223716235) | > loss_0: 1.8731560707092285 (2.208963287504096) | > loss_gen: 3.1363985538482666 (2.8562196555890536) | > loss_kl: 1.1915841102600098 (1.747975939198544) | > loss_feat: 8.768451690673828 (7.366963913566188) | > loss_mel: 20.497026443481445 (21.031189015037135) | > loss_duration: 2.30551815032959 (2.2644851207733145) | > loss_1: 35.89897918701172 (35.266834459806745)  --> STEP: 20 | > loss_disc: 2.0203161239624023 (2.199530929327011) | > loss_disc_real_0: 0.1141204982995987 (0.12386461496353149) | > loss_disc_real_1: 0.19097837805747986 (0.24226591289043425) | > loss_disc_real_2: 0.2386542707681656 (0.21341708339750767) | > loss_disc_real_3: 0.2663947343826294 (0.2780274525284767) | > loss_disc_real_4: 0.22587740421295166 (0.23391003385186196) | > loss_disc_real_5: 0.2894899547100067 (0.23738968186080456) | > loss_0: 2.0203161239624023 (2.199530929327011) | > loss_gen: 3.3346023559570312 (2.8801387906074525) | > loss_kl: 1.5286295413970947 (1.7370086193084717) | > loss_feat: 8.266274452209473 (7.411929440498352) | > loss_mel: 22.06873893737793 (21.083066511154176) | > loss_duration: 2.3131933212280273 (2.2669205307960505) | > loss_1: 37.51144027709961 (35.37906475067139)  --> STEP: 21 | > loss_disc: 2.3851444721221924 (2.208369669460115) | > loss_disc_real_0: 0.16502228379249573 (0.12582450395538694) | > loss_disc_real_1: 0.20170509815216064 (0.24033444552194505) | > loss_disc_real_2: 0.2580343186855316 (0.21554171364931834) | > loss_disc_real_3: 0.3140813410282135 (0.27974430436179754) | > loss_disc_real_4: 0.216987743973732 (0.23310421052433195) | > loss_disc_real_5: 0.15460126101970673 (0.23344737610646657) | > loss_0: 2.3851444721221924 (2.208369669460115) | > loss_gen: 2.4272515773773193 (2.858572732834589) | > loss_kl: 1.492793083190918 (1.7253793080647786) | > loss_feat: 5.896493911743164 (7.339765843890962) | > loss_mel: 17.987062454223633 (20.935637746538436) | > loss_duration: 2.181583881378174 (2.2628568808237706) | > loss_1: 29.985185623168945 (35.12221336364746)  --> STEP: 22 | > loss_disc: 1.7151561975479126 (2.1859508752822876) | > loss_disc_real_0: 0.051806848496198654 (0.12246006507087838) | > loss_disc_real_1: 0.2748646140098572 (0.24190399863503195) | > loss_disc_real_2: 0.18610988557338715 (0.21420390328223055) | > loss_disc_real_3: 0.1982835978269577 (0.27604154497385025) | > loss_disc_real_4: 0.1264391392469406 (0.22825579819354144) | > loss_disc_real_5: 0.11830789595842361 (0.2282137633724646) | > loss_0: 1.7151561975479126 (2.1859508752822876) | > loss_gen: 3.050666570663452 (2.8673042709177192) | > loss_kl: 1.4684779644012451 (1.7137019742618909) | > loss_feat: 10.207608222961426 (7.4701223156668926) | > loss_mel: 21.120758056640625 (20.944052306088537) | > loss_duration: 2.1446287631988525 (2.257482875477183) | > loss_1: 37.99214172363281 (35.25266465273771)  --> STEP: 23 | > loss_disc: 2.1675403118133545 (2.1851504160010298) | > loss_disc_real_0: 0.12043584883213043 (0.12237205566919368) | > loss_disc_real_1: 0.21386347711086273 (0.24068484552528546) | > loss_disc_real_2: 0.18587933480739594 (0.21297240030506384) | > loss_disc_real_3: 0.2587476074695587 (0.2752896346475767) | > loss_disc_real_4: 0.2426822930574417 (0.22888303710066754) | > loss_disc_real_5: 0.2249063402414322 (0.22806996236676755) | > loss_0: 2.1675403118133545 (2.1851504160010298) | > loss_gen: 2.738609552383423 (2.8617088483727495) | > loss_kl: 2.1826086044311523 (1.7340892190518586) | > loss_feat: 6.112288475036621 (7.411086061726445) | > loss_mel: 19.684715270996094 (20.889298521954082) | > loss_duration: 2.303431987762451 (2.259480662967847) | > loss_1: 33.02165222167969 (35.15566411225692)  --> STEP: 24 | > loss_disc: 2.4465627670288086 (2.1960425972938538) | > loss_disc_real_0: 0.18610797822475433 (0.1250277191090087) | > loss_disc_real_1: 0.2708304524421692 (0.24194091248015562) | > loss_disc_real_2: 0.22305382788181305 (0.21339245978742838) | > loss_disc_real_3: 0.2810685336589813 (0.27553042210638523) | > loss_disc_real_4: 0.2886104881763458 (0.23137168089548746) | > loss_disc_real_5: 0.23095771670341492 (0.22819028546412787) | > loss_0: 2.4465627670288086 (2.1960425972938538) | > loss_gen: 2.6244823932647705 (2.8518244127432504) | > loss_kl: 1.7793959379196167 (1.7359769990046818) | > loss_feat: 5.527155876159668 (7.332588970661163) | > loss_mel: 17.545154571533203 (20.749959190686546) | > loss_duration: 2.4509708881378174 (2.2674594223499294) | > loss_1: 29.927162170410156 (34.93780986467997)  --> STEP: 25 | > loss_disc: 1.5991371870040894 (2.1721663808822633) | > loss_disc_real_0: 0.09368734061717987 (0.12377410396933555) | > loss_disc_real_1: 0.2469848394393921 (0.2421426695585251) | > loss_disc_real_2: 0.1583193689584732 (0.21118953615427016) | > loss_disc_real_3: 0.20794250071048737 (0.2728269052505493) | > loss_disc_real_4: 0.10826924443244934 (0.22644758343696594) | > loss_disc_real_5: 0.08912895619869232 (0.22262783229351044) | > loss_0: 1.5991371870040894 (2.1721663808822633) | > loss_gen: 3.129456043243408 (2.862929677963257) | > loss_kl: 2.1461737155914307 (1.752384867668152) | > loss_feat: 10.00832462310791 (7.439618396759033) | > loss_mel: 20.108226776123047 (20.724289894104004) | > loss_duration: 2.3938918113708496 (2.272516717910766) | > loss_1: 37.78607177734375 (35.05174034118652)  --> STEP: 26 | > loss_disc: 2.380800724029541 (2.18019077869562) | > loss_disc_real_0: 0.10762608051300049 (0.1231530261440919) | > loss_disc_real_1: 0.18721748888492584 (0.2400301626095405) | > loss_disc_real_2: 0.141757071018219 (0.20851905672596052) | > loss_disc_real_3: 0.23059096932411194 (0.27120244617645556) | > loss_disc_real_4: 0.17269465327262878 (0.2243801630460299) | > loss_disc_real_5: 0.24939946830272675 (0.22365751060155722) | > loss_0: 2.380800724029541 (2.18019077869562) | > loss_gen: 2.1690895557403564 (2.836243519416222) | > loss_kl: 1.904937744140625 (1.7582522859940162) | > loss_feat: 7.870077133178711 (7.456174502005944) | > loss_mel: 10.735283851623535 (20.340097354008602) | > loss_duration: 2.280548095703125 (2.272825617056626) | > loss_1: 24.959938049316406 (34.66359409919152) --> EVAL PERFORMANCE | > avg_loader_time: 0.00228270200582651 (-8.2804606511039e-06) | > avg_loss_disc: 2.18019077869562 (-0.0650536417961125) | > avg_loss_disc_real_0: 0.1231530261440919 (+0.010958018211218029) | > avg_loss_disc_real_1: 0.2400301626095405 (+0.06264829291747165) | > avg_loss_disc_real_2: 0.20851905672596052 (+0.007594786584377289) | > avg_loss_disc_real_3: 0.27120244617645556 (-0.014158859848976135) | > avg_loss_disc_real_4: 0.2243801630460299 (-0.021418502124456257) | > avg_loss_disc_real_5: 0.22365751060155722 (-0.012464865827216537) | > avg_loss_0: 2.18019077869562 (-0.0650536417961125) | > avg_loss_gen: 2.836243519416222 (+0.19602272143730737) | > avg_loss_kl: 1.7582522859940162 (+0.07313006657820487) | > avg_loss_feat: 7.456174502005944 (-0.18808051256033043) | > avg_loss_mel: 20.340097354008602 (-1.3320123965923578) | > avg_loss_duration: 2.272825617056626 (-0.018190484780532312) | > avg_loss_1: 34.66359409919152 (-1.269129606393669)  > EPOCH: 47/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:00:48)   --> TIME: 2024-06-10 17:00:54 -- STEP: 14/330 -- GLOBAL_STEP: 103525 | > loss_disc: 2.271968126296997 (2.267407570566449) | > loss_disc_real_0: 0.1576700657606125 (0.12113034459097045) | > loss_disc_real_1: 0.2117689549922943 (0.2033502459526062) | > loss_disc_real_2: 0.2436506748199463 (0.21672009996005467) | > loss_disc_real_3: 0.24730555713176727 (0.22417095835719789) | > loss_disc_real_4: 0.2122669517993927 (0.21533936581441335) | > loss_disc_real_5: 0.21098592877388 (0.22973455382244928) | > loss_0: 2.271968126296997 (2.267407570566449) | > grad_norm_0: tensor(13.0455, device='cuda:0') (tensor(10.8970, device='cuda:0')) | > loss_gen: 2.6968047618865967 (2.5674541677747453) | > loss_kl: 1.3150607347488403 (1.4201768807002477) | > loss_feat: 7.700056552886963 (6.634294782366071) | > loss_mel: 21.3582763671875 (20.8056515284947) | > loss_duration: 2.1735639572143555 (2.2717745815004617) | > loss_1: 35.2437629699707 (33.69935226440429) | > grad_norm_1: tensor(206.4548, device='cuda:0') (tensor(89.9552, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3214 (0.33817645481654574) | > loader_time: 0.0029 (0.0029151950563703266)  --> TIME: 2024-06-10 17:01:03 -- STEP: 39/330 -- GLOBAL_STEP: 103550 | > loss_disc: 2.1077632904052734 (2.266220404551579) | > loss_disc_real_0: 0.13060444593429565 (0.12199455022047727) | > loss_disc_real_1: 0.15828268229961395 (0.20336639460844871) | > loss_disc_real_2: 0.19518299400806427 (0.21233348510204217) | > loss_disc_real_3: 0.18662592768669128 (0.2221779200511101) | > loss_disc_real_4: 0.19740067422389984 (0.2172635724911323) | > loss_disc_real_5: 0.18839794397354126 (0.22091693106370094) | > loss_0: 2.1077632904052734 (2.266220404551579) | > grad_norm_0: tensor(9.2448, device='cuda:0') (tensor(11.1034, device='cuda:0')) | > loss_gen: 2.946092128753662 (2.6086873396849026) | > loss_kl: 1.5028324127197266 (1.489264531013293) | > loss_feat: 7.730130672454834 (6.982503365247678) | > loss_mel: 20.636573791503906 (20.903031715979942) | > loss_duration: 2.111095666885376 (2.174983629813561) | > loss_1: 34.92672348022461 (34.15847078959147) | > grad_norm_1: tensor(155.3974, device='cuda:0') (tensor(110.4261, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.339 (0.3398928947937795) | > loader_time: 0.0033 (0.003116350907545823)  --> TIME: 2024-06-10 17:01:11 -- STEP: 64/330 -- GLOBAL_STEP: 103575 | > loss_disc: 2.1843037605285645 (2.226892877370119) | > loss_disc_real_0: 0.10242137312889099 (0.12007398356217891) | > loss_disc_real_1: 0.22128041088581085 (0.20357697806321084) | > loss_disc_real_2: 0.2047223597764969 (0.21087130368687212) | > loss_disc_real_3: 0.22167544066905975 (0.21893701679073274) | > loss_disc_real_4: 0.21188119053840637 (0.21113341953605413) | > loss_disc_real_5: 0.1880795955657959 (0.2115911766886711) | > loss_0: 2.1843037605285645 (2.226892877370119) | > grad_norm_0: tensor(16.8886, device='cuda:0') (tensor(11.9672, device='cuda:0')) | > loss_gen: 2.7258453369140625 (2.6533777974545956) | > loss_kl: 1.625344157218933 (1.493623863905668) | > loss_feat: 7.8526129722595215 (7.203522861003876) | > loss_mel: 21.294401168823242 (20.8522647023201) | > loss_duration: 2.0875768661499023 (2.140460537746549) | > loss_1: 35.58578109741211 (34.34325012564659) | > grad_norm_1: tensor(82.3594, device='cuda:0') (tensor(121.6082, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3552 (0.3421913273632527) | > loader_time: 0.0034 (0.0032175183296203613)  --> TIME: 2024-06-10 17:01:21 -- STEP: 89/330 -- GLOBAL_STEP: 103600 | > loss_disc: 2.026747941970825 (2.196199425150839) | > loss_disc_real_0: 0.07273435592651367 (0.11665532277541214) | > loss_disc_real_1: 0.1756279617547989 (0.20180363383855712) | > loss_disc_real_2: 0.1915561854839325 (0.21107286399000147) | > loss_disc_real_3: 0.18856319785118103 (0.2168693934263808) | > loss_disc_real_4: 0.1649213284254074 (0.20876592665575863) | > loss_disc_real_5: 0.17661108076572418 (0.20805538805683008) | > loss_0: 2.026747941970825 (2.196199425150839) | > grad_norm_0: tensor(9.8235, device='cuda:0') (tensor(12.0533, device='cuda:0')) | > loss_gen: 2.802669048309326 (2.690847099497077) | > loss_kl: 1.5879795551300049 (1.4896212360832133) | > loss_feat: 7.9883646965026855 (7.350843445638592) | > loss_mel: 21.46774673461914 (20.887490368960947) | > loss_duration: 2.1068527698516846 (2.124580588233606) | > loss_1: 35.95361328125 (34.54338315899453) | > grad_norm_1: tensor(83.8833, device='cuda:0') (tensor(137.2697, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3743 (0.350738220000535) | > loader_time: 0.0034 (0.003297880794225114)  --> TIME: 2024-06-10 17:01:30 -- STEP: 114/330 -- GLOBAL_STEP: 103625 | > loss_disc: 2.0573670864105225 (2.207257272904378) | > loss_disc_real_0: 0.09006784856319427 (0.11367367266824371) | > loss_disc_real_1: 0.23106034100055695 (0.20392468022672752) | > loss_disc_real_2: 0.1938755065202713 (0.21267698835908322) | > loss_disc_real_3: 0.198530912399292 (0.2178305661992023) | > loss_disc_real_4: 0.1696769744157791 (0.2103857430711127) | > loss_disc_real_5: 0.19550634920597076 (0.21023857972601004) | > loss_0: 2.0573670864105225 (2.207257272904378) | > grad_norm_0: tensor(41.6937, device='cuda:0') (tensor(14.4290, device='cuda:0')) | > loss_gen: 2.676156997680664 (2.7035984428305375) | > loss_kl: 1.5978074073791504 (1.4964715953458823) | > loss_feat: 7.6023430824279785 (7.372306267420451) | > loss_mel: 21.41098976135254 (20.910158341391046) | > loss_duration: 2.1119484901428223 (2.119725939474609) | > loss_1: 35.39925003051758 (34.602261041340064) | > grad_norm_1: tensor(375.9369, device='cuda:0') (tensor(156.1152, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.377 (0.3538337485832081) | > loader_time: 0.0039 (0.003401022208364386)  --> TIME: 2024-06-10 17:01:40 -- STEP: 139/330 -- GLOBAL_STEP: 103650 | > loss_disc: 2.3107950687408447 (2.209061481969819) | > loss_disc_real_0: 0.08033604919910431 (0.11081554437820004) | > loss_disc_real_1: 0.22869203984737396 (0.20465636671447068) | > loss_disc_real_2: 0.20154988765716553 (0.21318539033690803) | > loss_disc_real_3: 0.21542249619960785 (0.2173389259645407) | > loss_disc_real_4: 0.17068390548229218 (0.2076122920504577) | > loss_disc_real_5: 0.16863541305065155 (0.20968900599496829) | > loss_0: 2.3107950687408447 (2.209061481969819) | > grad_norm_0: tensor(20.4041, device='cuda:0') (tensor(15.2849, device='cuda:0')) | > loss_gen: 2.7619714736938477 (2.7059987792008213) | > loss_kl: 1.454612374305725 (1.4825747879289037) | > loss_feat: 7.742013454437256 (7.360329178597429) | > loss_mel: 20.66445541381836 (20.876711056386824) | > loss_duration: 2.17276930809021 (2.1204604527933144) | > loss_1: 34.79581832885742 (34.546074640836636) | > grad_norm_1: tensor(432.8937, device='cuda:0') (tensor(165.9647, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3694 (0.3567867433424477) | > loader_time: 0.0039 (0.003531886519287988)  --> TIME: 2024-06-10 17:01:49 -- STEP: 164/330 -- GLOBAL_STEP: 103675 | > loss_disc: 2.0326080322265625 (2.1987015684930284) | > loss_disc_real_0: 0.12272142618894577 (0.11119227145412348) | > loss_disc_real_1: 0.2013436108827591 (0.20360019594067486) | > loss_disc_real_2: 0.20802386105060577 (0.21254471398708297) | > loss_disc_real_3: 0.21392743289470673 (0.21762447640663235) | > loss_disc_real_4: 0.20155847072601318 (0.20770475559118326) | > loss_disc_real_5: 0.19175685942173004 (0.2086020364630513) | > loss_0: 2.0326080322265625 (2.1987015684930284) | > grad_norm_0: tensor(31.1726, device='cuda:0') (tensor(16.4062, device='cuda:0')) | > loss_gen: 3.0283005237579346 (2.7254395804754123) | > loss_kl: 1.4786354303359985 (1.4771998088534293) | > loss_feat: 7.780418872833252 (7.409328498491427) | > loss_mel: 19.7576904296875 (20.851257591712766) | > loss_duration: 2.1916215419769287 (2.120891350798491) | > loss_1: 34.236663818359375 (34.58411708692224) | > grad_norm_1: tensor(319.9605, device='cuda:0') (tensor(175.9068, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3735 (0.3589884566097726) | > loader_time: 0.0046 (0.003669913222150106)  --> TIME: 2024-06-10 17:01:59 -- STEP: 189/330 -- GLOBAL_STEP: 103700 | > loss_disc: 2.3152692317962646 (2.215313485690525) | > loss_disc_real_0: 0.11573365330696106 (0.11201841811890957) | > loss_disc_real_1: 0.1878255307674408 (0.20446090928461189) | > loss_disc_real_2: 0.1973055601119995 (0.21450851211156793) | > loss_disc_real_3: 0.23037771880626678 (0.21835712497196497) | > loss_disc_real_4: 0.25742974877357483 (0.20931297524896256) | > loss_disc_real_5: 0.24097004532814026 (0.2103815301858559) | > loss_0: 2.3152692317962646 (2.215313485690525) | > grad_norm_0: tensor(10.7081, device='cuda:0') (tensor(16.6785, device='cuda:0')) | > loss_gen: 2.5973291397094727 (2.7106635873279896) | > loss_kl: 1.470816731452942 (1.4766724797152975) | > loss_feat: 6.66954231262207 (7.384138493310838) | > loss_mel: 21.279115676879883 (20.84538734274567) | > loss_duration: 2.173943281173706 (2.125763019556723) | > loss_1: 34.19074630737305 (34.54262511440056) | > grad_norm_1: tensor(288.7220, device='cuda:0') (tensor(179.5979, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3957 (0.36191508000489914) | > loader_time: 0.0047 (0.0038026993867581495)  --> TIME: 2024-06-10 17:02:09 -- STEP: 214/330 -- GLOBAL_STEP: 103725 | > loss_disc: 2.3261470794677734 (2.2181252190999885) | > loss_disc_real_0: 0.1478990912437439 (0.11333380759667572) | > loss_disc_real_1: 0.21527785062789917 (0.20463275992981744) | > loss_disc_real_2: 0.2717532515525818 (0.21484210495358316) | > loss_disc_real_3: 0.2327875792980194 (0.21892846751714418) | > loss_disc_real_4: 0.20790278911590576 (0.210031318191056) | > loss_disc_real_5: 0.2554625868797302 (0.21053122701210397) | > loss_0: 2.3261470794677734 (2.2181252190999885) | > grad_norm_0: tensor(28.6739, device='cuda:0') (tensor(16.5607, device='cuda:0')) | > loss_gen: 2.5579519271850586 (2.70438356934307) | > loss_kl: 1.4334022998809814 (1.4778986862886738) | > loss_feat: 6.046699047088623 (7.368779538947845) | > loss_mel: 19.578371047973633 (20.814213788397957) | > loss_duration: 2.2318949699401855 (2.130941989822923) | > loss_1: 31.84832000732422 (34.496217683096916) | > grad_norm_1: tensor(342.4869, device='cuda:0') (tensor(185.9993, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.3956 (0.3654552865251204) | > loader_time: 0.005 (0.003934899223185032)  --> TIME: 2024-06-10 17:02:19 -- STEP: 239/330 -- GLOBAL_STEP: 103750 | > loss_disc: 2.318563461303711 (2.2178789322346315) | > loss_disc_real_0: 0.1238584965467453 (0.1133448173404987) | > loss_disc_real_1: 0.23917992413043976 (0.20495770640951821) | > loss_disc_real_2: 0.22303429245948792 (0.21439173144276671) | > loss_disc_real_3: 0.22007296979427338 (0.21923325039352828) | > loss_disc_real_4: 0.2681977152824402 (0.20987368103849346) | > loss_disc_real_5: 0.24324221909046173 (0.2101731737413167) | > loss_0: 2.318563461303711 (2.2178789322346315) | > grad_norm_0: tensor(19.1129, device='cuda:0') (tensor(16.8651, device='cuda:0')) | > loss_gen: 2.950666666030884 (2.705715365988442) | > loss_kl: 1.4911094903945923 (1.4751579013329674) | > loss_feat: 6.941784858703613 (7.367146988792898) | > loss_mel: 20.575603485107422 (20.771646834816394) | > loss_duration: 2.152888774871826 (2.1374882539445896) | > loss_1: 34.11205291748047 (34.4571554750578) | > grad_norm_1: tensor(337.9672, device='cuda:0') (tensor(193.7300, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.4119 (0.36941850135515936) | > loader_time: 0.005 (0.004047778859796881)  --> TIME: 2024-06-10 17:02:30 -- STEP: 264/330 -- GLOBAL_STEP: 103775 | > loss_disc: 2.021437406539917 (2.2193457475214284) | > loss_disc_real_0: 0.0839303508400917 (0.11337916128280941) | > loss_disc_real_1: 0.211571604013443 (0.20536635279881235) | > loss_disc_real_2: 0.1884671002626419 (0.21425192882165764) | > loss_disc_real_3: 0.15281996130943298 (0.2187879881962682) | > loss_disc_real_4: 0.16727468371391296 (0.21047327204635655) | > loss_disc_real_5: 0.17362405359745026 (0.20959320037879728) | > loss_0: 2.021437406539917 (2.2193457475214284) | > grad_norm_0: tensor(10.4340, device='cuda:0') (tensor(16.6954, device='cuda:0')) | > loss_gen: 2.7275595664978027 (2.698351440104573) | > loss_kl: 1.4944233894348145 (1.4763570129871373) | > loss_feat: 7.740663528442383 (7.37375415093971) | > loss_mel: 21.093276977539062 (20.743387612429533) | > loss_duration: 2.2384376525878906 (2.143229017203505) | > loss_1: 35.29436111450195 (34.435079321716756) | > grad_norm_1: tensor(174.3766, device='cuda:0') (tensor(197.4386, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.4221 (0.37395909789836773) | > loader_time: 0.0055 (0.0041930603258537496)  --> TIME: 2024-06-10 17:02:41 -- STEP: 289/330 -- GLOBAL_STEP: 103800 | > loss_disc: 2.2597193717956543 (2.216331292601192) | > loss_disc_real_0: 0.12922121584415436 (0.113322883908827) | > loss_disc_real_1: 0.22046774625778198 (0.2052198049312645) | > loss_disc_real_2: 0.24587732553482056 (0.21364404869533324) | > loss_disc_real_3: 0.21427012979984283 (0.2187766755019093) | > loss_disc_real_4: 0.1743803173303604 (0.21005552981345305) | > loss_disc_real_5: 0.1915176510810852 (0.20842098328687744) | > loss_0: 2.2597193717956543 (2.216331292601192) | > grad_norm_0: tensor(24.1732, device='cuda:0') (tensor(17.7679, device='cuda:0')) | > loss_gen: 2.6281509399414062 (2.698000690103817) | > loss_kl: 1.4911134243011475 (1.4809754748657917) | > loss_feat: 7.630097389221191 (7.395485835091878) | > loss_mel: 19.479724884033203 (20.71804473639359) | > loss_duration: 2.272933006286621 (2.1506638564040514) | > loss_1: 33.50202178955078 (34.44317066628215) | > grad_norm_1: tensor(119.8321, device='cuda:0') (tensor(208.1925, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.4485 (0.3793270777666033) | > loader_time: 0.0068 (0.004355103086847745)  --> TIME: 2024-06-10 17:02:53 -- STEP: 314/330 -- GLOBAL_STEP: 103825 | > loss_disc: 2.135183334350586 (2.213400164986872) | > loss_disc_real_0: 0.09897761046886444 (0.11313411025152464) | > loss_disc_real_1: 0.22498829662799835 (0.20569065512175777) | > loss_disc_real_2: 0.21813571453094482 (0.2134588974391578) | > loss_disc_real_3: 0.22639010846614838 (0.21796899625829838) | > loss_disc_real_4: 0.19947785139083862 (0.2094121210419448) | > loss_disc_real_5: 0.21060360968112946 (0.20821974279394584) | > loss_0: 2.135183334350586 (2.213400164986872) | > grad_norm_0: tensor(26.1957, device='cuda:0') (tensor(18.1794, device='cuda:0')) | > loss_gen: 2.896529197692871 (2.7046158951558903) | > loss_kl: 1.4878429174423218 (1.482737386682231) | > loss_feat: 7.8600335121154785 (7.43923418385208) | > loss_mel: 20.460350036621094 (20.680440453207407) | > loss_duration: 2.3313183784484863 (2.162223408556289) | > loss_1: 35.036075592041016 (34.46925138364172) | > grad_norm_1: tensor(315.0805, device='cuda:0') (tensor(211.9819, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.5094 (0.3875563638225483) | > loader_time: 0.0079 (0.004546980948964498)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.290224552154541 (2.290224552154541) | > loss_disc_real_0: 0.18677270412445068 (0.18677270412445068) | > loss_disc_real_1: 0.1991320699453354 (0.1991320699453354) | > loss_disc_real_2: 0.25101378560066223 (0.25101378560066223) | > loss_disc_real_3: 0.24806614220142365 (0.24806614220142365) | > loss_disc_real_4: 0.18610818684101105 (0.18610818684101105) | > loss_disc_real_5: 0.17874841392040253 (0.17874841392040253) | > loss_0: 2.290224552154541 (2.290224552154541) | > loss_gen: 2.234638214111328 (2.234638214111328) | > loss_kl: 2.426699638366699 (2.426699638366699) | > loss_feat: 4.951205253601074 (4.951205253601074) | > loss_mel: 16.467432022094727 (16.467432022094727) | > loss_duration: 2.7823996543884277 (2.7823996543884277) | > loss_1: 28.862375259399414 (28.862375259399414)  --> STEP: 1 | > loss_disc: 2.3005030155181885 (2.3005030155181885) | > loss_disc_real_0: 0.10622025281190872 (0.10622025281190872) | > loss_disc_real_1: 0.2298051118850708 (0.2298051118850708) | > loss_disc_real_2: 0.25358060002326965 (0.25358060002326965) | > loss_disc_real_3: 0.27217596769332886 (0.27217596769332886) | > loss_disc_real_4: 0.22565653920173645 (0.22565653920173645) | > loss_disc_real_5: 0.2698383331298828 (0.2698383331298828) | > loss_0: 2.3005030155181885 (2.3005030155181885) | > loss_gen: 2.4583001136779785 (2.4583001136779785) | > loss_kl: 0.8876343369483948 (0.8876343369483948) | > loss_feat: 4.759181976318359 (4.759181976318359) | > loss_mel: 20.71177864074707 (20.71177864074707) | > loss_duration: 2.3500924110412598 (2.3500924110412598) | > loss_1: 31.1669864654541 (31.1669864654541)  --> STEP: 2 | > loss_disc: 2.2845606803894043 (2.2925318479537964) | > loss_disc_real_0: 0.08278205245733261 (0.09450115263462067) | > loss_disc_real_1: 0.19305136799812317 (0.21142823994159698) | > loss_disc_real_2: 0.2337585985660553 (0.24366959929466248) | > loss_disc_real_3: 0.2648755609989166 (0.26852576434612274) | > loss_disc_real_4: 0.24199461936950684 (0.23382557928562164) | > loss_disc_real_5: 0.23725134134292603 (0.2535448372364044) | > loss_0: 2.2845606803894043 (2.2925318479537964) | > loss_gen: 2.455270767211914 (2.4567854404449463) | > loss_kl: 1.67803156375885 (1.2828329503536224) | > loss_feat: 6.173872947692871 (5.466527462005615) | > loss_mel: 22.542741775512695 (21.627260208129883) | > loss_duration: 2.3510234355926514 (2.3505579233169556) | > loss_1: 35.2009391784668 (33.18396282196045)  --> STEP: 3 | > loss_disc: 2.0019314289093018 (2.1956650416056314) | > loss_disc_real_0: 0.0711301788687706 (0.08671082804600398) | > loss_disc_real_1: 0.21590326726436615 (0.21291991571585336) | > loss_disc_real_2: 0.2834271788597107 (0.2569221258163452) | > loss_disc_real_3: 0.20974776148796082 (0.24893309672673544) | > loss_disc_real_4: 0.20272748172283173 (0.22345954676469168) | > loss_disc_real_5: 0.23798298835754395 (0.24835755427678427) | > loss_0: 2.0019314289093018 (2.1956650416056314) | > loss_gen: 2.8187386989593506 (2.5774365266164145) | > loss_kl: 1.9676094055175781 (1.5110917687416077) | > loss_feat: 7.021277904510498 (5.984777609507243) | > loss_mel: 23.20010757446289 (22.15154266357422) | > loss_duration: 2.2008910179138184 (2.300668954849243) | > loss_1: 37.208621978759766 (34.52551587422689)  --> STEP: 4 | > loss_disc: 1.9266088008880615 (2.128400981426239) | > loss_disc_real_0: 0.06840552389621735 (0.08213450200855732) | > loss_disc_real_1: 0.20306254923343658 (0.21045557409524918) | > loss_disc_real_2: 0.20758631825447083 (0.24458817392587662) | > loss_disc_real_3: 0.1984291672706604 (0.23630711436271667) | > loss_disc_real_4: 0.2287793606519699 (0.22478950023651123) | > loss_disc_real_5: 0.2075716108083725 (0.23816106840968132) | > loss_0: 1.9266088008880615 (2.128400981426239) | > loss_gen: 2.725255250930786 (2.6143912076950073) | > loss_kl: 2.3287277221679688 (1.715500757098198) | > loss_feat: 7.380053997039795 (6.333596706390381) | > loss_mel: 21.780996322631836 (22.058906078338623) | > loss_duration: 2.2536678314208984 (2.288918673992157) | > loss_1: 36.46870422363281 (35.01131296157837)  --> STEP: 5 | > loss_disc: 1.8708977699279785 (2.076900339126587) | > loss_disc_real_0: 0.033989325165748596 (0.07250546663999557) | > loss_disc_real_1: 0.20548629760742188 (0.20946171879768372) | > loss_disc_real_2: 0.1338222473859787 (0.22243498861789704) | > loss_disc_real_3: 0.18026308715343475 (0.2250983089208603) | > loss_disc_real_4: 0.18544477224349976 (0.21692055463790894) | > loss_disc_real_5: 0.21054957807064056 (0.23263877034187316) | > loss_0: 1.8708977699279785 (2.076900339126587) | > loss_gen: 2.6735451221466064 (2.6262219905853272) | > loss_kl: 2.204305648803711 (1.8132617354393006) | > loss_feat: 7.129673957824707 (6.492812156677246) | > loss_mel: 20.54766082763672 (21.75665702819824) | > loss_duration: 2.333563804626465 (2.2978477001190187) | > loss_1: 34.88875198364258 (34.98680076599121)  --> STEP: 6 | > loss_disc: 2.1671063899993896 (2.0919346809387207) | > loss_disc_real_0: 0.09584741294384003 (0.07639579102396965) | > loss_disc_real_1: 0.2616720497608185 (0.21816344062487283) | > loss_disc_real_2: 0.2903789281845093 (0.23375897854566574) | > loss_disc_real_3: 0.24129359424114227 (0.2277975231409073) | > loss_disc_real_4: 0.27781641483306885 (0.22706986467043558) | > loss_disc_real_5: 0.301101952791214 (0.24404930075009665) | > loss_0: 2.1671063899993896 (2.0919346809387207) | > loss_gen: 2.9248239994049072 (2.6759889920552573) | > loss_kl: 0.8625921607017517 (1.6548168063163757) | > loss_feat: 5.512849807739258 (6.329485098520915) | > loss_mel: 20.059215545654297 (21.473750114440918) | > loss_duration: 2.1202139854431152 (2.268242081006368) | > loss_1: 31.47969627380371 (34.402283350626625)  --> STEP: 7 | > loss_disc: 1.9832820892333984 (2.0764128821236745) | > loss_disc_real_0: 0.03628291189670563 (0.07066537972007479) | > loss_disc_real_1: 0.2000250369310379 (0.21557224009718215) | > loss_disc_real_2: 0.2555176615715027 (0.236867361835071) | > loss_disc_real_3: 0.13279590010643005 (0.21422586270741054) | > loss_disc_real_4: 0.13861149549484253 (0.214432954788208) | > loss_disc_real_5: 0.1161540225148201 (0.2257785467164857) | > loss_0: 1.9832820892333984 (2.0764128821236745) | > loss_gen: 2.264519453048706 (2.6172076293400357) | > loss_kl: 1.9564439058303833 (1.697906391961234) | > loss_feat: 7.966524600982666 (6.56334788458688) | > loss_mel: 21.971982955932617 (21.544926234654017) | > loss_duration: 2.3613953590393066 (2.2815496921539307) | > loss_1: 36.52086639404297 (34.704938071114675)  --> STEP: 8 | > loss_disc: 2.1507909297943115 (2.0857101380825043) | > loss_disc_real_0: 0.10052338242530823 (0.07439763005822897) | > loss_disc_real_1: 0.24620521068572998 (0.21940136142075062) | > loss_disc_real_2: 0.22023822367191315 (0.23478871956467628) | > loss_disc_real_3: 0.11202622205018997 (0.20145090762525797) | > loss_disc_real_4: 0.13513648509979248 (0.20452089607715607) | > loss_disc_real_5: 0.13731488585472107 (0.21472058910876513) | > loss_0: 2.1507909297943115 (2.0857101380825043) | > loss_gen: 2.1470422744750977 (2.5584369599819183) | > loss_kl: 1.7100597620010376 (1.6994255632162094) | > loss_feat: 8.740880966186523 (6.835539519786835) | > loss_mel: 21.834087371826172 (21.581071376800537) | > loss_duration: 2.204768657684326 (2.27195206284523) | > loss_1: 36.636837005615234 (34.946425437927246)  --> STEP: 9 | > loss_disc: 2.160560131072998 (2.094026803970337) | > loss_disc_real_0: 0.07176394015550613 (0.07410499784681532) | > loss_disc_real_1: 0.20949333906173706 (0.2183004700475269) | > loss_disc_real_2: 0.20535854995250702 (0.2315187007188797) | > loss_disc_real_3: 0.21961639821529388 (0.2034692954685953) | > loss_disc_real_4: 0.20531432330608368 (0.20460905465814802) | > loss_disc_real_5: 0.22493597865104675 (0.21585563239124086) | > loss_0: 2.160560131072998 (2.094026803970337) | > loss_gen: 2.3963735103607178 (2.5404299100240073) | > loss_kl: 2.154550313949585 (1.7499949799643622) | > loss_feat: 6.771745204925537 (6.828451262580024) | > loss_mel: 22.471086502075195 (21.679961946275498) | > loss_duration: 2.089648485183716 (2.2516961097717285) | > loss_1: 35.88340377807617 (35.05053414238824)  --> STEP: 10 | > loss_disc: 2.6284518241882324 (2.1474693059921264) | > loss_disc_real_0: 0.12248040735721588 (0.07894253879785537) | > loss_disc_real_1: 0.25115540623664856 (0.22158596366643907) | > loss_disc_real_2: 0.27263009548187256 (0.235629840195179) | > loss_disc_real_3: 0.24436819553375244 (0.207559185475111) | > loss_disc_real_4: 0.24897295236587524 (0.20904544442892076) | > loss_disc_real_5: 0.2699936628341675 (0.2212694354355335) | > loss_0: 2.6284518241882324 (2.1474693059921264) | > loss_gen: 2.1509640216827393 (2.5014833211898804) | > loss_kl: 1.9340096712112427 (1.7683964490890502) | > loss_feat: 3.7411820888519287 (6.519724345207214) | > loss_mel: 16.854124069213867 (21.197378158569336) | > loss_duration: 2.2362406253814697 (2.2501505613327026) | > loss_1: 26.916521072387695 (34.23713283538818)  --> STEP: 11 | > loss_disc: 1.9704171419143677 (2.13137365471233) | > loss_disc_real_0: 0.03647453337907791 (0.07508181103251198) | > loss_disc_real_1: 0.1441841721534729 (0.21454943716526031) | > loss_disc_real_2: 0.31847068667411804 (0.2431608262387189) | > loss_disc_real_3: 0.221080020070076 (0.20878835225647147) | > loss_disc_real_4: 0.16086317598819733 (0.2046652382070368) | > loss_disc_real_5: 0.1955002099275589 (0.21892677857117218) | > loss_0: 1.9704171419143677 (2.13137365471233) | > loss_gen: 2.7385523319244385 (2.5230350494384766) | > loss_kl: 1.7183194160461426 (1.763843991539695) | > loss_feat: 7.707373142242432 (6.627692417664961) | > loss_mel: 21.61888313293457 (21.23569679260254) | > loss_duration: 2.406656265258789 (2.2643783525987105) | > loss_1: 36.189781188964844 (34.41464632207697)  --> STEP: 12 | > loss_disc: 2.2634987831115723 (2.1423840820789337) | > loss_disc_real_0: 0.12274086475372314 (0.07905339884261291) | > loss_disc_real_1: 0.2378038614988327 (0.21648730585972467) | > loss_disc_real_2: 0.26461347937583923 (0.24494854733347893) | > loss_disc_real_3: 0.20808249711990356 (0.2087295309950908) | > loss_disc_real_4: 0.17057853937149048 (0.20182467997074127) | > loss_disc_real_5: 0.20012445747852325 (0.21735991848011812) | > loss_0: 2.2634987831115723 (2.1423840820789337) | > loss_gen: 2.507162094116211 (2.521712303161621) | > loss_kl: 1.739319086074829 (1.7618002494176228) | > loss_feat: 7.050478935241699 (6.662924627463023) | > loss_mel: 23.11296844482422 (21.392136096954346) | > loss_duration: 2.2124152183532715 (2.2600480914115906) | > loss_1: 36.62234115600586 (34.598620891571045)  --> STEP: 13 | > loss_disc: 2.5705301761627197 (2.1753183970084558) | > loss_disc_real_0: 0.149680495262146 (0.08448625241334622) | > loss_disc_real_1: 0.24295614659786224 (0.2185233705318891) | > loss_disc_real_2: 0.26764678955078125 (0.2466945659655791) | > loss_disc_real_3: 0.26956525444984436 (0.21340920203007185) | > loss_disc_real_4: 0.28526395559310913 (0.2082430857878465) | > loss_disc_real_5: 0.3510611057281494 (0.22764462519150513) | > loss_0: 2.5705301761627197 (2.1753183970084558) | > loss_gen: 2.3720338344573975 (2.510198574799758) | > loss_kl: 1.575385570526123 (1.7474606587336614) | > loss_feat: 4.998574256896973 (6.534897675881019) | > loss_mel: 14.164717674255371 (20.836180833669808) | > loss_duration: 2.1244235038757324 (2.249615430831909) | > loss_1: 25.235136032104492 (33.87835282545824)  --> STEP: 14 | > loss_disc: 2.074061870574951 (2.1680857879774913) | > loss_disc_real_0: 0.06057431921362877 (0.08277825718479496) | > loss_disc_real_1: 0.1810159534215927 (0.21584426930972508) | > loss_disc_real_2: 0.1558552086353302 (0.2402060404419899) | > loss_disc_real_3: 0.1659086048603058 (0.21001630223223142) | > loss_disc_real_4: 0.18086747825145721 (0.20628768524953298) | > loss_disc_real_5: 0.24212083220481873 (0.2286786399781704) | > loss_0: 2.074061870574951 (2.1680857879774913) | > loss_gen: 2.2939810752868652 (2.494754467691694) | > loss_kl: 2.3641626834869385 (1.7915108033588953) | > loss_feat: 7.353016376495361 (6.5933347259249) | > loss_mel: 22.0655460357666 (20.92399263381958) | > loss_duration: 2.3752710819244385 (2.2585908344813754) | > loss_1: 36.45197677612305 (34.06218310764858)  --> STEP: 15 | > loss_disc: 2.466494560241699 (2.1879797061284383) | > loss_disc_real_0: 0.14311280846595764 (0.08680056060353915) | > loss_disc_real_1: 0.2339026927947998 (0.21704816420873005) | > loss_disc_real_2: 0.23968562483787537 (0.24017134606838225) | > loss_disc_real_3: 0.29534128308296204 (0.2157046342889468) | > loss_disc_real_4: 0.28847816586494446 (0.21176705062389373) | > loss_disc_real_5: 0.3745160400867462 (0.2384011333187421) | > loss_0: 2.466494560241699 (2.1879797061284383) | > loss_gen: 2.749054193496704 (2.5117077827453613) | > loss_kl: 2.0079784393310547 (1.8059419790903728) | > loss_feat: 5.897374153137207 (6.546937354405721) | > loss_mel: 20.144794464111328 (20.872046089172365) | > loss_duration: 2.237694501876831 (2.2571977456410726) | > loss_1: 33.036895751953125 (33.99383061726888)  --> STEP: 16 | > loss_disc: 2.0290677547454834 (2.1780477091670036) | > loss_disc_real_0: 0.07512897253036499 (0.08607108634896576) | > loss_disc_real_1: 0.15543566644191742 (0.21319738309830427) | > loss_disc_real_2: 0.2547520697116852 (0.2410826412960887) | > loss_disc_real_3: 0.2090950310230255 (0.2152915340848267) | > loss_disc_real_4: 0.1678095906972885 (0.2090197093784809) | > loss_disc_real_5: 0.24312764406204224 (0.23869654024019837) | > loss_0: 2.0290677547454834 (2.1780477091670036) | > loss_gen: 2.7503819465637207 (2.526624917984009) | > loss_kl: 1.5125718116760254 (1.787606343626976) | > loss_feat: 7.878652095794678 (6.630169525742531) | > loss_mel: 20.168981552124023 (20.828104555606842) | > loss_duration: 2.2944507598876953 (2.2595260590314865) | > loss_1: 34.60504150390625 (34.032031297683716)  --> STEP: 17 | > loss_disc: 2.4566755294799805 (2.1944375809501198) | > loss_disc_real_0: 0.12648051977157593 (0.08844811184441342) | > loss_disc_real_1: 0.2838685214519501 (0.21735450888381286) | > loss_disc_real_2: 0.3088940382003784 (0.24507154699634104) | > loss_disc_real_3: 0.2709084749221802 (0.21856311883996515) | > loss_disc_real_4: 0.2501394748687744 (0.21143851911320405) | > loss_disc_real_5: 0.23402643203735352 (0.2384218279929722) | > loss_0: 2.4566755294799805 (2.1944375809501198) | > loss_gen: 2.40194034576416 (2.519290531382841) | > loss_kl: 1.8669140338897705 (1.7922715018777287) | > loss_feat: 3.883394718170166 (6.468594537061803) | > loss_mel: 18.12141227722168 (20.668887362760657) | > loss_duration: 2.392496109008789 (2.2673478266772102) | > loss_1: 28.66615867614746 (33.71639173171099)  --> STEP: 18 | > loss_disc: 1.8395311832427979 (2.1747205588552685) | > loss_disc_real_0: 0.06048955023288727 (0.08689485842155086) | > loss_disc_real_1: 0.15168240666389465 (0.21370605876048407) | > loss_disc_real_2: 0.18614044785499573 (0.24179759704404408) | > loss_disc_real_3: 0.1391741782426834 (0.21415262214011616) | > loss_disc_real_4: 0.1704706847667694 (0.2091625283161799) | > loss_disc_real_5: 0.14633387327194214 (0.23330583050847054) | > loss_0: 1.8395311832427979 (2.1747205588552685) | > loss_gen: 2.7144291400909424 (2.530131565199958) | > loss_kl: 1.5735679864883423 (1.7801213065783184) | > loss_feat: 9.042990684509277 (6.61161654525333) | > loss_mel: 23.873476028442383 (20.84692006640964) | > loss_duration: 2.2240097522735596 (2.2649401558770075) | > loss_1: 39.42847442626953 (34.03372965918647)  --> STEP: 19 | > loss_disc: 2.365325927734375 (2.1847524203752218) | > loss_disc_real_0: 0.11308819055557251 (0.08827345484965726) | > loss_disc_real_1: 0.26099973917007446 (0.21619519983467303) | > loss_disc_real_2: 0.23493622243404388 (0.2414364720645704) | > loss_disc_real_3: 0.2340126484632492 (0.21519788668343895) | > loss_disc_real_4: 0.214033305644989 (0.20941888501769618) | > loss_disc_real_5: 0.22303195297718048 (0.23276510011208684) | > loss_0: 2.365325927734375 (2.1847524203752218) | > loss_gen: 2.3074827194213867 (2.5184132048958228) | > loss_kl: 1.6316059827804565 (1.772304710588957) | > loss_feat: 5.95536994934082 (6.577077250731619) | > loss_mel: 20.537322998046875 (20.83062548386423) | > loss_duration: 2.2912683486938477 (2.2663258502357886) | > loss_1: 32.72304916381836 (33.96474647521973)  --> STEP: 20 | > loss_disc: 2.405637264251709 (2.195796662569046) | > loss_disc_real_0: 0.04652095213532448 (0.08618582971394062) | > loss_disc_real_1: 0.1942976713180542 (0.21510032340884208) | > loss_disc_real_2: 0.2515421509742737 (0.24194175601005555) | > loss_disc_real_3: 0.21900835633277893 (0.21538841016590596) | > loss_disc_real_4: 0.27524539828300476 (0.2127102106809616) | > loss_disc_real_5: 0.3729417622089386 (0.23977393321692944) | > loss_0: 2.405637264251709 (2.195796662569046) | > loss_gen: 2.315425395965576 (2.50826381444931) | > loss_kl: 1.922805905342102 (1.7798297703266144) | > loss_feat: 5.912351131439209 (6.543840944766998) | > loss_mel: 21.814414978027344 (20.87981495857239) | > loss_duration: 2.346601963043213 (2.2703396558761595) | > loss_1: 34.31159973144531 (33.98208913803101)  --> STEP: 21 | > loss_disc: 2.3973770141601562 (2.2053957269305275) | > loss_disc_real_0: 0.09432254731655121 (0.08657329245692208) | > loss_disc_real_1: 0.2757224142551422 (0.21798708963961827) | > loss_disc_real_2: 0.255582720041275 (0.2425913257258279) | > loss_disc_real_3: 0.25838783383369446 (0.21743600176913397) | > loss_disc_real_4: 0.26216426491737366 (0.21506516564460026) | > loss_disc_real_5: 0.29104849696159363 (0.24221557910953248) | > loss_0: 2.3973770141601562 (2.2053957269305275) | > loss_gen: 2.5219831466674805 (2.508917115983509) | > loss_kl: 1.7940279245376587 (1.7805058729080927) | > loss_feat: 4.532437324523926 (6.448059819993519) | > loss_mel: 17.648530960083008 (20.725944291977655) | > loss_duration: 2.171712875366211 (2.265643142518543) | > loss_1: 28.668691635131836 (33.72907020932152)  --> STEP: 22 | > loss_disc: 2.0697546005249023 (2.199230221184817) | > loss_disc_real_0: 0.03976042568683624 (0.08444543487646362) | > loss_disc_real_1: 0.2098616063594818 (0.21761774949052118) | > loss_disc_real_2: 0.1921570748090744 (0.24029885977506638) | > loss_disc_real_3: 0.2050553560256958 (0.21687324514443224) | > loss_disc_real_4: 0.19635286927223206 (0.21421460671858353) | > loss_disc_real_5: 0.23910759389400482 (0.24207430705428123) | > loss_0: 2.0697546005249023 (2.199230221184817) | > loss_gen: 2.539457082748413 (2.5103052962910044) | > loss_kl: 1.7009525299072266 (1.7768898118625989) | > loss_feat: 7.9046125411987305 (6.514266761866483) | > loss_mel: 22.88749122619629 (20.82419642535123) | > loss_duration: 2.2201733589172363 (2.2635763341730293) | > loss_1: 37.252685546875 (33.88923454284668)  --> STEP: 23 | > loss_disc: 2.20363450050354 (2.199421711589979) | > loss_disc_real_0: 0.12765443325042725 (0.08632408697967943) | > loss_disc_real_1: 0.24995778501033783 (0.21902383799138275) | > loss_disc_real_2: 0.2361142635345459 (0.24011692080808722) | > loss_disc_real_3: 0.23630452156066895 (0.21771808324948602) | > loss_disc_real_4: 0.21521414816379547 (0.21425806504228842) | > loss_disc_real_5: 0.2174585461616516 (0.24100405658068863) | > loss_0: 2.20363450050354 (2.199421711589979) | > loss_gen: 2.697852373123169 (2.518459517022838) | > loss_kl: 1.7109155654907227 (1.7740213663681694) | > loss_feat: 7.3355207443237305 (6.549973456755929) | > loss_mel: 19.694427490234375 (20.775076036867887) | > loss_duration: 2.3070998191833496 (2.2654686596082603) | > loss_1: 33.74581527709961 (33.882998922596805)  --> STEP: 24 | > loss_disc: 2.115987777709961 (2.195945297678312) | > loss_disc_real_0: 0.08284284174442291 (0.08617903509487708) | > loss_disc_real_1: 0.16959120333194733 (0.21696414488057295) | > loss_disc_real_2: 0.1690184772014618 (0.23715448565781116) | > loss_disc_real_3: 0.17604435980319977 (0.21598167810589075) | > loss_disc_real_4: 0.2407211810350418 (0.2153606948753198) | > loss_disc_real_5: 0.21843375265598297 (0.24006362725049257) | > loss_0: 2.115987777709961 (2.195945297678312) | > loss_gen: 2.4388697147369385 (2.5151432752609253) | > loss_kl: 1.8243844509124756 (1.7761198282241821) | > loss_feat: 8.191828727722168 (6.618384093046188) | > loss_mel: 20.167409896850586 (20.74975661436717) | > loss_duration: 2.4167470932006836 (2.271771927674611) | > loss_1: 35.039241790771484 (33.93117570877075)  --> STEP: 25 | > loss_disc: 1.8885903358459473 (2.183651099205017) | > loss_disc_real_0: 0.06307080388069153 (0.08525470584630966) | > loss_disc_real_1: 0.1711476743221283 (0.21513148605823518) | > loss_disc_real_2: 0.20873644948005676 (0.23601776421070098) | > loss_disc_real_3: 0.20127294957637787 (0.21539332896471022) | > loss_disc_real_4: 0.16677340865135193 (0.21341720342636109) | > loss_disc_real_5: 0.2358904480934143 (0.23989670008420944) | > loss_0: 1.8885903358459473 (2.183651099205017) | > loss_gen: 3.0032243728637695 (2.534666519165039) | > loss_kl: 1.9303394556045532 (1.782288613319397) | > loss_feat: 8.549077987670898 (6.695611848831176) | > loss_mel: 20.13587188720703 (20.725201225280763) | > loss_duration: 2.3188767433166504 (2.2736561203002927) | > loss_1: 35.93739318847656 (34.011424407958984)  --> STEP: 26 | > loss_disc: 2.2893614768981934 (2.1877168829624467) | > loss_disc_real_0: 0.0487532913684845 (0.08385080528947023) | > loss_disc_real_1: 0.14679193496704102 (0.21250304178549692) | > loss_disc_real_2: 0.23375250399112701 (0.23593063881764045) | > loss_disc_real_3: 0.21563385426998138 (0.2154025799379899) | > loss_disc_real_4: 0.12452413141727448 (0.2099982391183193) | > loss_disc_real_5: 0.1678764969110489 (0.2371266922698571) | > loss_0: 2.2893614768981934 (2.1877168829624467) | > loss_gen: 1.9249842166900635 (2.5112171998390784) | > loss_kl: 1.737701177597046 (1.7805737119454603) | > loss_feat: 7.404957294464111 (6.722894365970905) | > loss_mel: 23.785274505615234 (20.84289635144747) | > loss_duration: 2.3486275672912598 (2.276539637492253) | > loss_1: 37.20154571533203 (34.13412138131949) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023812330686129052 (+9.853106278639523e-05) | > avg_loss_disc: 2.1877168829624467 (+0.00752610426682665) | > avg_loss_disc_real_0: 0.08385080528947023 (-0.03930222085462168) | > avg_loss_disc_real_1: 0.21250304178549692 (-0.02752712082404357) | > avg_loss_disc_real_2: 0.23593063881764045 (+0.02741158209167993) | > avg_loss_disc_real_3: 0.2154025799379899 (-0.05579986623846567) | > avg_loss_disc_real_4: 0.2099982391183193 (-0.014381923927710594) | > avg_loss_disc_real_5: 0.2371266922698571 (+0.013469181668299884) | > avg_loss_0: 2.1877168829624467 (+0.00752610426682665) | > avg_loss_gen: 2.5112171998390784 (-0.3250263195771437) | > avg_loss_kl: 1.7805737119454603 (+0.02232142595144415) | > avg_loss_feat: 6.722894365970905 (-0.7332801360350389) | > avg_loss_mel: 20.84289635144747 (+0.5027989974388696) | > avg_loss_duration: 2.276539637492253 (+0.0037140204356269635) | > avg_loss_1: 34.13412138131949 (-0.5294727178720322)  > EPOCH: 48/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:03:22)   --> TIME: 2024-06-10 17:03:26 -- STEP: 9/330 -- GLOBAL_STEP: 103850 | > loss_disc: 2.438070297241211 (2.261121008131239) | > loss_disc_real_0: 0.08473804593086243 (0.1048929062154558) | > loss_disc_real_1: 0.19898957014083862 (0.19728107253710428) | > loss_disc_real_2: 0.2262815535068512 (0.2101427349779341) | > loss_disc_real_3: 0.21762503683567047 (0.2089354180627399) | > loss_disc_real_4: 0.23187732696533203 (0.21517700288030836) | > loss_disc_real_5: 0.22771921753883362 (0.21163177655802834) | > loss_0: 2.438070297241211 (2.261121008131239) | > grad_norm_0: tensor(9.0341, device='cuda:0') (tensor(10.1905, device='cuda:0')) | > loss_gen: 2.479726791381836 (2.516458829243978) | > loss_kl: 1.5030007362365723 (1.5220157835218642) | > loss_feat: 6.517624855041504 (6.455594327714708) | > loss_mel: 21.009353637695312 (20.721893098619248) | > loss_duration: 2.272357940673828 (2.3435650401645236) | > loss_1: 33.782066345214844 (33.55952707926432) | > grad_norm_1: tensor(176.4723, device='cuda:0') (tensor(151.9940, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3418 (0.3516709804534912) | > loader_time: 0.0034 (0.0031253761715359157)  --> TIME: 2024-06-10 17:03:35 -- STEP: 34/330 -- GLOBAL_STEP: 103875 | > loss_disc: 2.2520759105682373 (2.268499318291159) | > loss_disc_real_0: 0.1011946052312851 (0.1141066769247546) | > loss_disc_real_1: 0.2197449505329132 (0.20384240764028885) | > loss_disc_real_2: 0.2039046287536621 (0.2110961031387834) | > loss_disc_real_3: 0.2674029469490051 (0.22046516090631485) | > loss_disc_real_4: 0.20356863737106323 (0.2158801165573737) | > loss_disc_real_5: 0.21128463745117188 (0.21553430574781754) | > loss_0: 2.2520759105682373 (2.268499318291159) | > grad_norm_0: tensor(16.1902, device='cuda:0') (tensor(15.9920, device='cuda:0')) | > loss_gen: 2.6381142139434814 (2.5764469258925495) | > loss_kl: 1.7717803716659546 (1.524717951522154) | > loss_feat: 7.429015159606934 (6.784096801982207) | > loss_mel: 21.105072021484375 (20.759268872878135) | > loss_duration: 2.1440794467926025 (2.187676843474893) | > loss_1: 35.08806228637695 (33.83220723096063) | > grad_norm_1: tensor(388.7962, device='cuda:0') (tensor(168.8940, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3633 (0.3567148937898524) | > loader_time: 0.0031 (0.0033050144419950597)  --> TIME: 2024-06-10 17:03:44 -- STEP: 59/330 -- GLOBAL_STEP: 103900 | > loss_disc: 2.1872782707214355 (2.220418683553146) | > loss_disc_real_0: 0.13098262250423431 (0.11244123208068185) | > loss_disc_real_1: 0.22385452687740326 (0.20348799935841966) | > loss_disc_real_2: 0.25402626395225525 (0.21098537844116405) | > loss_disc_real_3: 0.23111088573932648 (0.21707010698520532) | > loss_disc_real_4: 0.20752041041851044 (0.21190517812462176) | > loss_disc_real_5: 0.2077312469482422 (0.20699665960619004) | > loss_0: 2.1872782707214355 (2.220418683553146) | > grad_norm_0: tensor(36.5240, device='cuda:0') (tensor(15.0878, device='cuda:0')) | > loss_gen: 2.7286009788513184 (2.631718469878375) | > loss_kl: 1.5128024816513062 (1.5036304582983762) | > loss_feat: 6.995519161224365 (7.009491977045092) | > loss_mel: 19.49580192565918 (20.704567666781152) | > loss_duration: 2.0783166885375977 (2.144988550978192) | > loss_1: 32.81104278564453 (33.99439711489923) | > grad_norm_1: tensor(280.7123, device='cuda:0') (tensor(178.9785, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3453 (0.3573885085219044) | > loader_time: 0.0034 (0.0033089629674361923)  --> TIME: 2024-06-10 17:03:53 -- STEP: 84/330 -- GLOBAL_STEP: 103925 | > loss_disc: 2.3604578971862793 (2.2241934651420223) | > loss_disc_real_0: 0.086419016122818 (0.11178111892548345) | > loss_disc_real_1: 0.24524551630020142 (0.2037457094660827) | > loss_disc_real_2: 0.23154667019844055 (0.21185022592544556) | > loss_disc_real_3: 0.2382979393005371 (0.2182403765618801) | > loss_disc_real_4: 0.21655942499637604 (0.2110533866853941) | > loss_disc_real_5: 0.21269159018993378 (0.20828347227403096) | > loss_0: 2.3604578971862793 (2.2241934651420223) | > grad_norm_0: tensor(6.4064, device='cuda:0') (tensor(15.2082, device='cuda:0')) | > loss_gen: 2.4345622062683105 (2.6300583339872823) | > loss_kl: 1.2861242294311523 (1.488543009474164) | > loss_feat: 6.949906349182129 (7.074294811203366) | > loss_mel: 20.34008026123047 (20.719338757651194) | > loss_duration: 2.1615445613861084 (2.1270987490812936) | > loss_1: 33.172218322753906 (34.03933352515812) | > grad_norm_1: tensor(138.0070, device='cuda:0') (tensor(193.9870, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3547 (0.3542954070227487) | > loader_time: 0.0038 (0.00343075536546253)  --> TIME: 2024-06-10 17:04:02 -- STEP: 109/330 -- GLOBAL_STEP: 103950 | > loss_disc: 2.0662150382995605 (2.2284968599266963) | > loss_disc_real_0: 0.10430626571178436 (0.11271968760758365) | > loss_disc_real_1: 0.13200786709785461 (0.2038288914829219) | > loss_disc_real_2: 0.16622959077358246 (0.2125565677607825) | > loss_disc_real_3: 0.18019841611385345 (0.218026264134897) | > loss_disc_real_4: 0.1889653205871582 (0.2110067098785978) | > loss_disc_real_5: 0.16974923014640808 (0.2078971570238061) | > loss_0: 2.0662150382995605 (2.2284968599266963) | > grad_norm_0: tensor(13.6902, device='cuda:0') (tensor(15.9582, device='cuda:0')) | > loss_gen: 2.632596492767334 (2.640565522220158) | > loss_kl: 1.4695767164230347 (1.4890050188117074) | > loss_feat: 8.015578269958496 (7.141634739867044) | > loss_mel: 21.09328269958496 (20.767055388984332) | > loss_duration: 2.047851324081421 (2.1215909850706747) | > loss_1: 35.25888442993164 (34.159851599177095) | > grad_norm_1: tensor(302.5298, device='cuda:0') (tensor(207.9564, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3521 (0.3538862652734878) | > loader_time: 0.0037 (0.0035268429222456905)  --> TIME: 2024-06-10 17:04:11 -- STEP: 134/330 -- GLOBAL_STEP: 103975 | > loss_disc: 2.190300226211548 (2.213855260343694) | > loss_disc_real_0: 0.11526121944189072 (0.11297836669011792) | > loss_disc_real_1: 0.16910938918590546 (0.2039018410132892) | > loss_disc_real_2: 0.18961192667484283 (0.2107955618803181) | > loss_disc_real_3: 0.1854473054409027 (0.2161143300915832) | > loss_disc_real_4: 0.2022414654493332 (0.20790588021723191) | > loss_disc_real_5: 0.15769365429878235 (0.20592062875850878) | > loss_0: 2.190300226211548 (2.213855260343694) | > grad_norm_0: tensor(12.9835, device='cuda:0') (tensor(15.6057, device='cuda:0')) | > loss_gen: 2.7642853260040283 (2.655666255239231) | > loss_kl: 1.5079467296600342 (1.483186615936792) | > loss_feat: 8.419511795043945 (7.210323582834272) | > loss_mel: 21.408367156982422 (20.81935458396798) | > loss_duration: 2.136051654815674 (2.1210159214574897) | > loss_1: 36.23616409301758 (34.289546966552734) | > grad_norm_1: tensor(282.3279, device='cuda:0') (tensor(201.9962, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3587 (0.3544993845384512) | > loader_time: 0.004 (0.003621902038801962)  --> TIME: 2024-06-10 17:04:21 -- STEP: 159/330 -- GLOBAL_STEP: 104000 | > loss_disc: 2.0818800926208496 (2.21349077029798) | > loss_disc_real_0: 0.0729149878025055 (0.11268566152865785) | > loss_disc_real_1: 0.23404911160469055 (0.2035019539249768) | > loss_disc_real_2: 0.2079436480998993 (0.21134704426399567) | > loss_disc_real_3: 0.2606208324432373 (0.21651491588391597) | > loss_disc_real_4: 0.2351974993944168 (0.20966405201258154) | > loss_disc_real_5: 0.2373182326555252 (0.2067889874836184) | > loss_0: 2.0818800926208496 (2.21349077029798) | > grad_norm_0: tensor(29.3036, device='cuda:0') (tensor(16.1197, device='cuda:0')) | > loss_gen: 3.032754421234131 (2.6703861119612204) | > loss_kl: 1.4638869762420654 (1.4767633646539173) | > loss_feat: 8.176261901855469 (7.2633814301880655) | > loss_mel: 21.451509475708008 (20.813147250961205) | > loss_duration: 2.0966055393218994 (2.121066684992808) | > loss_1: 36.22101974487305 (34.3447447962731) | > grad_norm_1: tensor(357.3574, device='cuda:0') (tensor(205.6029, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3763 (0.3576165415206045) | > loader_time: 0.0047 (0.0037851678500385403) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_104000.pth  --> TIME: 2024-06-10 17:04:35 -- STEP: 184/330 -- GLOBAL_STEP: 104025 | > loss_disc: 2.1996564865112305 (2.2089813954156376) | > loss_disc_real_0: 0.1263146698474884 (0.11176082501997768) | > loss_disc_real_1: 0.1933785229921341 (0.2034847534707059) | > loss_disc_real_2: 0.16055339574813843 (0.21112274856347105) | > loss_disc_real_3: 0.2258933186531067 (0.21673813024940697) | > loss_disc_real_4: 0.2390647977590561 (0.20892444949435154) | > loss_disc_real_5: 0.2207297682762146 (0.20590735647989356) | > loss_0: 2.1996564865112305 (2.2089813954156376) | > grad_norm_0: tensor(15.1019, device='cuda:0') (tensor(16.1779, device='cuda:0')) | > loss_gen: 2.850818157196045 (2.6760227913441863) | > loss_kl: 1.4535586833953857 (1.4793473793112712) | > loss_feat: 7.384667873382568 (7.296457518701968) | > loss_mel: 19.896387100219727 (20.787830218024872) | > loss_duration: 2.155172348022461 (2.1252092414576067) | > loss_1: 33.740604400634766 (34.36486712745998) | > grad_norm_1: tensor(289.4122, device='cuda:0') (tensor(218.0324, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3885 (0.36144189730934484) | > loader_time: 0.0054 (0.003937915615413499)  --> TIME: 2024-06-10 17:04:45 -- STEP: 209/330 -- GLOBAL_STEP: 104050 | > loss_disc: 2.2052512168884277 (2.211392489916971) | > loss_disc_real_0: 0.07448617368936539 (0.11133298693162404) | > loss_disc_real_1: 0.16379688680171967 (0.20337800203898307) | > loss_disc_real_2: 0.2162758708000183 (0.21183241953690085) | > loss_disc_real_3: 0.20754612982273102 (0.2159727002587615) | > loss_disc_real_4: 0.19513380527496338 (0.20963216533786375) | > loss_disc_real_5: 0.21794898808002472 (0.2069994810095244) | > loss_0: 2.2052512168884277 (2.211392489916971) | > grad_norm_0: tensor(28.6467, device='cuda:0') (tensor(16.9568, device='cuda:0')) | > loss_gen: 2.6690289974212646 (2.6777475484820634) | > loss_kl: 1.5524356365203857 (1.483038196723427) | > loss_feat: 7.491013050079346 (7.324804194235916) | > loss_mel: 20.59498405456543 (20.788220118107404) | > loss_duration: 2.17573618888855 (2.129958216083106) | > loss_1: 34.48319625854492 (34.40376825652053) | > grad_norm_1: tensor(278.3828, device='cuda:0') (tensor(226.1993, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.3906 (0.36448789441414436) | > loader_time: 0.0047 (0.004065724651208906)  --> TIME: 2024-06-10 17:04:55 -- STEP: 234/330 -- GLOBAL_STEP: 104075 | > loss_disc: 2.2090444564819336 (2.2092820747285837) | > loss_disc_real_0: 0.10012607276439667 (0.11159198382535043) | > loss_disc_real_1: 0.2169153392314911 (0.2038103784633498) | > loss_disc_real_2: 0.21004685759544373 (0.21241121229707685) | > loss_disc_real_3: 0.21437159180641174 (0.21546637954620215) | > loss_disc_real_4: 0.21698731184005737 (0.20915521713148838) | > loss_disc_real_5: 0.19947990775108337 (0.20688264664167014) | > loss_0: 2.2090444564819336 (2.2092820747285837) | > grad_norm_0: tensor(51.0171, device='cuda:0') (tensor(18.3278, device='cuda:0')) | > loss_gen: 2.517054557800293 (2.6816250004320055) | > loss_kl: 1.4366230964660645 (1.4809655603180585) | > loss_feat: 6.774173259735107 (7.337431218889025) | > loss_mel: 19.47622299194336 (20.771799584739224) | > loss_duration: 2.1918869018554688 (2.136452295331873) | > loss_1: 32.39596176147461 (34.4082736153888) | > grad_norm_1: tensor(354.4173, device='cuda:0') (tensor(233.1723, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.4205 (0.3693448682116648) | > loader_time: 0.0057 (0.004212874632615312)  --> TIME: 2024-06-10 17:05:06 -- STEP: 259/330 -- GLOBAL_STEP: 104100 | > loss_disc: 2.2151105403900146 (2.2069565886236076) | > loss_disc_real_0: 0.0853615328669548 (0.11181886711348439) | > loss_disc_real_1: 0.15009666979312897 (0.20343146527826095) | > loss_disc_real_2: 0.18055416643619537 (0.21217333528295906) | > loss_disc_real_3: 0.20482538640499115 (0.2153178703140568) | > loss_disc_real_4: 0.18961204588413239 (0.20917211173814237) | > loss_disc_real_5: 0.1775726079940796 (0.20669272691586763) | > loss_0: 2.2151105403900146 (2.2069565886236076) | > grad_norm_0: tensor(9.2059, device='cuda:0') (tensor(18.8040, device='cuda:0')) | > loss_gen: 2.6782889366149902 (2.6875484855018517) | > loss_kl: 1.4201689958572388 (1.4831160831635524) | > loss_feat: 8.191676139831543 (7.360730434476639) | > loss_mel: 21.401899337768555 (20.73522716507488) | > loss_duration: 2.234508991241455 (2.1420321653248253) | > loss_1: 35.92654037475586 (34.40865431973374) | > grad_norm_1: tensor(323.2771, device='cuda:0') (tensor(241.4140, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.4281 (0.37456308000336286) | > loader_time: 0.0058 (0.004385602980506928)  --> TIME: 2024-06-10 17:05:17 -- STEP: 284/330 -- GLOBAL_STEP: 104125 | > loss_disc: 2.2527740001678467 (2.205768095355639) | > loss_disc_real_0: 0.14083383977413177 (0.11198923908646259) | > loss_disc_real_1: 0.23961079120635986 (0.20388422019674743) | > loss_disc_real_2: 0.21040397882461548 (0.21210440164300756) | > loss_disc_real_3: 0.21400989592075348 (0.21500417611128847) | > loss_disc_real_4: 0.18420246243476868 (0.20897167385883733) | > loss_disc_real_5: 0.17878086864948273 (0.20617453911354844) | > loss_0: 2.2527740001678467 (2.205768095355639) | > grad_norm_0: tensor(42.0268, device='cuda:0') (tensor(19.4536, device='cuda:0')) | > loss_gen: 2.663256883621216 (2.6948053727687236) | > loss_kl: 1.382932186126709 (1.4836853923092426) | > loss_feat: 7.476539611816406 (7.399975173909899) | > loss_mel: 20.863561630249023 (20.716958381760282) | > loss_duration: 2.225921869277954 (2.149532635866756) | > loss_1: 34.612213134765625 (34.444956913800326) | > grad_norm_1: tensor(406.7080, device='cuda:0') (tensor(246.5459, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.4461 (0.3801001402693736) | > loader_time: 0.0062 (0.004545714653713605)  --> TIME: 2024-06-10 17:05:30 -- STEP: 309/330 -- GLOBAL_STEP: 104150 | > loss_disc: 2.196359634399414 (2.2043365757056432) | > loss_disc_real_0: 0.112739697098732 (0.11224314590922066) | > loss_disc_real_1: 0.2316185086965561 (0.20424457583998398) | > loss_disc_real_2: 0.17615117132663727 (0.21197496045947462) | > loss_disc_real_3: 0.23447728157043457 (0.21477107645817173) | > loss_disc_real_4: 0.2620030343532562 (0.20842558791722293) | > loss_disc_real_5: 0.21424667537212372 (0.20549748664342085) | > loss_0: 2.196359634399414 (2.2043365757056432) | > grad_norm_0: tensor(17.5411, device='cuda:0') (tensor(20.1468, device='cuda:0')) | > loss_gen: 2.8799490928649902 (2.6956090255848406) | > loss_kl: 1.5198514461517334 (1.4850387851011404) | > loss_feat: 7.945431232452393 (7.433503584568554) | > loss_mel: 20.105955123901367 (20.67295277543052) | > loss_duration: 2.3135595321655273 (2.159865929085074) | > loss_1: 34.764747619628906 (34.446970066206376) | > grad_norm_1: tensor(124.6028, device='cuda:0') (tensor(253.1485, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.4988 (0.38794732402443516) | > loader_time: 0.0068 (0.004731460682396751)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0710668563842773 (2.0710668563842773) | > loss_disc_real_0: 0.05285070836544037 (0.05285070836544037) | > loss_disc_real_1: 0.12892058491706848 (0.12892058491706848) | > loss_disc_real_2: 0.2529902160167694 (0.2529902160167694) | > loss_disc_real_3: 0.15592241287231445 (0.15592241287231445) | > loss_disc_real_4: 0.185838520526886 (0.185838520526886) | > loss_disc_real_5: 0.19744646549224854 (0.19744646549224854) | > loss_0: 2.0710668563842773 (2.0710668563842773) | > loss_gen: 2.4490864276885986 (2.4490864276885986) | > loss_kl: 1.6530827283859253 (1.6530827283859253) | > loss_feat: 8.271017074584961 (8.271017074584961) | > loss_mel: 22.035459518432617 (22.035459518432617) | > loss_duration: 2.9462878704071045 (2.9462878704071045) | > loss_1: 37.35493469238281 (37.35493469238281)  --> STEP: 1 | > loss_disc: 2.3393349647521973 (2.3393349647521973) | > loss_disc_real_0: 0.049000099301338196 (0.049000099301338196) | > loss_disc_real_1: 0.23083733022212982 (0.23083733022212982) | > loss_disc_real_2: 0.2391354888677597 (0.2391354888677597) | > loss_disc_real_3: 0.3642134964466095 (0.3642134964466095) | > loss_disc_real_4: 0.2892322242259979 (0.2892322242259979) | > loss_disc_real_5: 0.3469327688217163 (0.3469327688217163) | > loss_0: 2.3393349647521973 (2.3393349647521973) | > loss_gen: 2.910027027130127 (2.910027027130127) | > loss_kl: 1.5431859493255615 (1.5431859493255615) | > loss_feat: 4.827892780303955 (4.827892780303955) | > loss_mel: 22.105731964111328 (22.105731964111328) | > loss_duration: 2.3346362113952637 (2.3346362113952637) | > loss_1: 33.721473693847656 (33.721473693847656)  --> STEP: 2 | > loss_disc: 2.426767349243164 (2.3830511569976807) | > loss_disc_real_0: 0.10269872844219208 (0.07584941387176514) | > loss_disc_real_1: 0.299834281206131 (0.2653358057141304) | > loss_disc_real_2: 0.3357471525669098 (0.28744132071733475) | > loss_disc_real_3: 0.33393949270248413 (0.3490764945745468) | > loss_disc_real_4: 0.20636065304279327 (0.2477964386343956) | > loss_disc_real_5: 0.2410222887992859 (0.2939775288105011) | > loss_0: 2.426767349243164 (2.3830511569976807) | > loss_gen: 2.7327401638031006 (2.8213835954666138) | > loss_kl: 1.9233464002609253 (1.7332661747932434) | > loss_feat: 5.774512767791748 (5.301202774047852) | > loss_mel: 20.455440521240234 (21.28058624267578) | > loss_duration: 2.3729872703552246 (2.353811740875244) | > loss_1: 33.25902557373047 (33.49024963378906)  --> STEP: 3 | > loss_disc: 2.36309552192688 (2.376399278640747) | > loss_disc_real_0: 0.11340060085058212 (0.08836647619803746) | > loss_disc_real_1: 0.24714353680610657 (0.25927171607812244) | > loss_disc_real_2: 0.20973312854766846 (0.26153858999411267) | > loss_disc_real_3: 0.2704002857208252 (0.3228510916233063) | > loss_disc_real_4: 0.3219139575958252 (0.27250227828820545) | > loss_disc_real_5: 0.42305988073349 (0.3370049794514974) | > loss_0: 2.36309552192688 (2.376399278640747) | > loss_gen: 2.9085991382598877 (2.8504554430643716) | > loss_kl: 1.6735785007476807 (1.7133702834447224) | > loss_feat: 7.145087242126465 (5.915830930074056) | > loss_mel: 21.906511306762695 (21.489227930704754) | > loss_duration: 2.189533233642578 (2.2990522384643555) | > loss_1: 35.82331085205078 (34.26793670654297)  --> STEP: 4 | > loss_disc: 2.3200607299804688 (2.3623146414756775) | > loss_disc_real_0: 0.0767788514494896 (0.0854695700109005) | > loss_disc_real_1: 0.2515951991081238 (0.2573525868356228) | > loss_disc_real_2: 0.26322904229164124 (0.2619612030684948) | > loss_disc_real_3: 0.26446065306663513 (0.3082534819841385) | > loss_disc_real_4: 0.1889081746339798 (0.25160375237464905) | > loss_disc_real_5: 0.27112454175949097 (0.3205348700284958) | > loss_0: 2.3200607299804688 (2.3623146414756775) | > loss_gen: 2.5005438327789307 (2.7629775404930115) | > loss_kl: 1.7839525938034058 (1.7310158610343933) | > loss_feat: 6.42284631729126 (6.042584776878357) | > loss_mel: 17.49095916748047 (20.48966073989868) | > loss_duration: 2.239795684814453 (2.28423810005188) | > loss_1: 30.43809700012207 (33.310476779937744)  --> STEP: 5 | > loss_disc: 1.7383360862731934 (2.2375189304351806) | > loss_disc_real_0: 0.04774270951747894 (0.07792419791221619) | > loss_disc_real_1: 0.3304367959499359 (0.2719694286584854) | > loss_disc_real_2: 0.2262117862701416 (0.25481131970882415) | > loss_disc_real_3: 0.19841131567955017 (0.2862850487232208) | > loss_disc_real_4: 0.13319364190101624 (0.2279217302799225) | > loss_disc_real_5: 0.0998828113079071 (0.27640445828437804) | > loss_0: 1.7383360862731934 (2.2375189304351806) | > loss_gen: 3.1170451641082764 (2.8337910652160643) | > loss_kl: 1.3244268894195557 (1.6496980667114258) | > loss_feat: 8.236568450927734 (6.481381511688232) | > loss_mel: 21.73253631591797 (20.738235855102538) | > loss_duration: 2.3954825401306152 (2.306486988067627) | > loss_1: 36.80605697631836 (34.009592819213864)  --> STEP: 6 | > loss_disc: 2.0886387825012207 (2.2127055724461875) | > loss_disc_real_0: 0.14102518558502197 (0.08844102919101715) | > loss_disc_real_1: 0.14205481112003326 (0.2503169924020767) | > loss_disc_real_2: 0.24254775047302246 (0.2527673915028572) | > loss_disc_real_3: 0.21207937598228455 (0.27391743659973145) | > loss_disc_real_4: 0.1587400585412979 (0.2163914516568184) | > loss_disc_real_5: 0.1482771337032318 (0.2550499041875203) | > loss_0: 2.0886387825012207 (2.2127055724461875) | > loss_gen: 2.4681003093719482 (2.772842605908712) | > loss_kl: 1.4434638023376465 (1.615325689315796) | > loss_feat: 7.2942938804626465 (6.616866906483968) | > loss_mel: 22.442703247070312 (21.022313753763836) | > loss_duration: 2.1160316467285156 (2.274744431177775) | > loss_1: 35.76459503173828 (34.302093187967934)  --> STEP: 7 | > loss_disc: 2.428035259246826 (2.24346695627485) | > loss_disc_real_0: 0.07967735826969147 (0.08718907620225634) | > loss_disc_real_1: 0.2955559194087982 (0.25677969626017977) | > loss_disc_real_2: 0.2856326401233673 (0.25746242702007294) | > loss_disc_real_3: 0.23080478608608246 (0.26775848652635303) | > loss_disc_real_4: 0.30254891514778137 (0.22869966072695597) | > loss_disc_real_5: 0.25408700108528137 (0.2549123466014862) | > loss_0: 2.428035259246826 (2.24346695627485) | > loss_gen: 2.4018421173095703 (2.7198425361088345) | > loss_kl: 2.6477952003479004 (1.7628213337489538) | > loss_feat: 5.361591815948486 (6.4375418935503275) | > loss_mel: 20.903011322021484 (21.005270549229213) | > loss_duration: 2.405625820159912 (2.2934417724609375) | > loss_1: 33.71986770629883 (34.21891811915806)  --> STEP: 8 | > loss_disc: 2.4097559452056885 (2.264253079891205) | > loss_disc_real_0: 0.08628599345684052 (0.08707619085907936) | > loss_disc_real_1: 0.26618409156799316 (0.25795524567365646) | > loss_disc_real_2: 0.37847381830215454 (0.27258885093033314) | > loss_disc_real_3: 0.2763936519622803 (0.2688378822058439) | > loss_disc_real_4: 0.2724277377128601 (0.23416567035019398) | > loss_disc_real_5: 0.2444649040699005 (0.253606416285038) | > loss_0: 2.4097559452056885 (2.264253079891205) | > loss_gen: 3.1414830684661865 (2.7725476026535034) | > loss_kl: 2.2763664722442627 (1.8270144760608673) | > loss_feat: 10.396524429321289 (6.932414710521698) | > loss_mel: 22.555339813232422 (21.199029207229614) | > loss_duration: 2.2094907760620117 (2.2829478979110718) | > loss_1: 40.57920455932617 (35.01395392417908)  --> STEP: 9 | > loss_disc: 2.4321608543395996 (2.2829094992743597) | > loss_disc_real_0: 0.11736463010311127 (0.09044157299730513) | > loss_disc_real_1: 0.2597048282623291 (0.2581496437390645) | > loss_disc_real_2: 0.30767273902893066 (0.2764870607190662) | > loss_disc_real_3: 0.2448759227991104 (0.26617544227176243) | > loss_disc_real_4: 0.23515459895133972 (0.23427555130587685) | > loss_disc_real_5: 0.29005005955696106 (0.25765570998191833) | > loss_0: 2.4321608543395996 (2.2829094992743597) | > loss_gen: 2.6551151275634766 (2.7594995498657227) | > loss_kl: 1.575653314590454 (1.7990854581197102) | > loss_feat: 6.915064334869385 (6.930486891004774) | > loss_mel: 21.317960739135742 (21.21224382188585) | > loss_duration: 2.112532615661621 (2.2640128665500217) | > loss_1: 34.576324462890625 (34.96532842848036)  --> STEP: 10 | > loss_disc: 2.301351547241211 (2.284753704071045) | > loss_disc_real_0: 0.13774394989013672 (0.09517181068658828) | > loss_disc_real_1: 0.2902042269706726 (0.26135510206222534) | > loss_disc_real_2: 0.19260993599891663 (0.26809934824705123) | > loss_disc_real_3: 0.27325746417045593 (0.26688364446163176) | > loss_disc_real_4: 0.23074665665626526 (0.23392266184091567) | > loss_disc_real_5: 0.2822909951210022 (0.26011923849582674) | > loss_0: 2.301351547241211 (2.284753704071045) | > loss_gen: 2.6738526821136475 (2.750934863090515) | > loss_kl: 1.7072408199310303 (1.7899009943008424) | > loss_feat: 5.114971160888672 (6.748935317993164) | > loss_mel: 16.58765983581543 (20.74978542327881) | > loss_duration: 2.2617430686950684 (2.263785886764526) | > loss_1: 28.345468521118164 (34.30334243774414)  --> STEP: 11 | > loss_disc: 2.4562034606933594 (2.3003400455821645) | > loss_disc_real_0: 0.07814440876245499 (0.09362386505712163) | > loss_disc_real_1: 0.26535582542419434 (0.2617188041860407) | > loss_disc_real_2: 0.19483931362628937 (0.26143934509970923) | > loss_disc_real_3: 0.3518015444278717 (0.27460345354947174) | > loss_disc_real_4: 0.21584035456180573 (0.23227881572463296) | > loss_disc_real_5: 0.29237309098243713 (0.2630514069037004) | > loss_0: 2.4562034606933594 (2.3003400455821645) | > loss_gen: 2.6021323204040527 (2.7374073592099277) | > loss_kl: 2.24871563911438 (1.8316114165566184) | > loss_feat: 4.523913860321045 (6.546660640022972) | > loss_mel: 21.19144058227539 (20.789935892278496) | > loss_duration: 2.385589599609375 (2.2748589515686035) | > loss_1: 32.95178985595703 (34.18047402121804)  --> STEP: 12 | > loss_disc: 2.008013963699341 (2.275979538758596) | > loss_disc_real_0: 0.08196485042572021 (0.09265228050450484) | > loss_disc_real_1: 0.22324001789093018 (0.2585122386614482) | > loss_disc_real_2: 0.24935293197631836 (0.2604321440060933) | > loss_disc_real_3: 0.237035870552063 (0.271472821633021) | > loss_disc_real_4: 0.17245829105377197 (0.22729377200206122) | > loss_disc_real_5: 0.19329401850700378 (0.2572382912039757) | > loss_0: 2.008013963699341 (2.275979538758596) | > loss_gen: 2.6538448333740234 (2.730443815390269) | > loss_kl: 1.4992549419403076 (1.8039150436719258) | > loss_feat: 6.816071510314941 (6.569111545880635) | > loss_mel: 22.17839241027832 (20.905640602111813) | > loss_duration: 2.1979477405548096 (2.268449683984121) | > loss_1: 35.34551239013672 (34.277560551961265)  --> STEP: 13 | > loss_disc: 1.998578429222107 (2.2546409918711734) | > loss_disc_real_0: 0.10985437035560608 (0.09397551818535878) | > loss_disc_real_1: 0.30200448632240295 (0.2618577961738293) | > loss_disc_real_2: 0.2889111042022705 (0.2626228332519531) | > loss_disc_real_3: 0.22048255801200867 (0.26755049366217387) | > loss_disc_real_4: 0.16471710801124573 (0.22248018246430618) | > loss_disc_real_5: 0.17571593821048737 (0.2509673409737073) | > loss_0: 1.998578429222107 (2.2546409918711734) | > loss_gen: 2.973114013671875 (2.749110753719623) | > loss_kl: 1.1173828840255737 (1.7511048775452833) | > loss_feat: 7.7452168464660645 (6.659581184387207) | > loss_mel: 20.885684967041016 (20.904105553260212) | > loss_duration: 2.1192855834960938 (2.2569755224081187) | > loss_1: 34.84068298339844 (34.320877662071815)  --> STEP: 14 | > loss_disc: 2.327652931213379 (2.2598561303956166) | > loss_disc_real_0: 0.07474321126937866 (0.09260178197707448) | > loss_disc_real_1: 0.37018486857414246 (0.2695954442024231) | > loss_disc_real_2: 0.19234119355678558 (0.2576027161308697) | > loss_disc_real_3: 0.255970299243927 (0.26672333691801337) | > loss_disc_real_4: 0.1955968588590622 (0.2205599450639316) | > loss_disc_real_5: 0.2850646674633026 (0.2534028642943927) | > loss_0: 2.327652931213379 (2.2598561303956166) | > loss_gen: 2.5400350093841553 (2.7341767719813754) | > loss_kl: 1.7442820072174072 (1.7506175296647208) | > loss_feat: 7.0394439697265625 (6.686714240482876) | > loss_mel: 21.775798797607422 (20.96636935642787) | > loss_duration: 2.365222454071045 (2.2647074460983276) | > loss_1: 35.46478271484375 (34.40258516584124)  --> STEP: 15 | > loss_disc: 2.403987407684326 (2.269464882214864) | > loss_disc_real_0: 0.08202166855335236 (0.09189644108215968) | > loss_disc_real_1: 0.2597070336341858 (0.2689362168312073) | > loss_disc_real_2: 0.282488614320755 (0.2592617760101954) | > loss_disc_real_3: 0.2981579899787903 (0.2688189804553985) | > loss_disc_real_4: 0.27487438917160034 (0.22418090800444285) | > loss_disc_real_5: 0.26936691999435425 (0.25446713467439014) | > loss_0: 2.403987407684326 (2.269464882214864) | > loss_gen: 2.6076455116271973 (2.7257413546244305) | > loss_kl: 2.1930482387542725 (1.780112910270691) | > loss_feat: 7.176510334014893 (6.71936731338501) | > loss_mel: 22.045934677124023 (21.038340377807614) | > loss_duration: 2.2558631896972656 (2.2641178290049235) | > loss_1: 36.27900314331055 (34.527679697672525)  --> STEP: 16 | > loss_disc: 2.1506128311157227 (2.2620366290211678) | > loss_disc_real_0: 0.14814025163650513 (0.09541167924180627) | > loss_disc_real_1: 0.2576482892036438 (0.26823072135448456) | > loss_disc_real_2: 0.2788008153438568 (0.26048296596854925) | > loss_disc_real_3: 0.26986533403396606 (0.268884377554059) | > loss_disc_real_4: 0.17956432700157166 (0.2213923716917634) | > loss_disc_real_5: 0.21251392364501953 (0.2518450589850545) | > loss_0: 2.1506128311157227 (2.2620366290211678) | > loss_gen: 3.207498550415039 (2.7558511793613434) | > loss_kl: 0.9689270257949829 (1.7294137924909592) | > loss_feat: 7.644662857055664 (6.777198284864426) | > loss_mel: 18.425085067749023 (20.87501192092895) | > loss_duration: 2.318179130554199 (2.2674966603517532) | > loss_1: 32.564353942871094 (34.40497183799744)  --> STEP: 17 | > loss_disc: 2.5201613903045654 (2.2772204385084263) | > loss_disc_real_0: 0.06444941461086273 (0.09359036955763311) | > loss_disc_real_1: 0.33107897639274597 (0.2719276775332058) | > loss_disc_real_2: 0.37200435996055603 (0.26704304796807904) | > loss_disc_real_3: 0.25920766592025757 (0.2683151592226589) | > loss_disc_real_4: 0.2766082286834717 (0.22464036327951095) | > loss_disc_real_5: 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(1.7631026307741802) | > loss_feat: 9.333847045898438 (6.869165155622694) | > loss_mel: 24.15841293334961 (20.983083089192704) | > loss_duration: 2.213589906692505 (2.269991079966227) | > loss_1: 41.21027755737305 (34.65144072638618)  --> STEP: 19 | > loss_disc: 2.1384496688842773 (2.2458955363223425) | > loss_disc_real_0: 0.050081416964530945 (0.09072037394109525) | > loss_disc_real_1: 0.2603563964366913 (0.26730189276368993) | > loss_disc_real_2: 0.27634450793266296 (0.2695738163433577) | > loss_disc_real_3: 0.24248169362545013 (0.2634017106733824) | > loss_disc_real_4: 0.1889837384223938 (0.21878248923703245) | > loss_disc_real_5: 0.2414257973432541 (0.2471054964943936) | > loss_0: 2.1384496688842773 (2.2458955363223425) | > loss_gen: 2.8336119651794434 (2.7696520780262195) | > loss_kl: 1.8486446142196655 (1.7676048404292057) | > loss_feat: 8.045854568481445 (6.931096177352102) | > loss_mel: 19.868087768554688 (20.924399124948597) | > loss_duration: 2.372687816619873 (2.2753961713690507) | > loss_1: 34.96888732910156 (34.66814844231857)  --> STEP: 20 | > loss_disc: 2.413599967956543 (2.2542807579040525) | > loss_disc_real_0: 0.08354488015174866 (0.09036159925162793) | > loss_disc_real_1: 0.27328482270240784 (0.26760103926062584) | > loss_disc_real_2: 0.2910808324813843 (0.270649167150259) | > loss_disc_real_3: 0.27502530813217163 (0.26398289054632185) | > loss_disc_real_4: 0.2145140916109085 (0.21856906935572623) | > loss_disc_real_5: 0.26944923400878906 (0.24822268337011338) | > loss_0: 2.413599967956543 (2.2542807579040525) | > loss_gen: 2.5148766040802 (2.7569133043289185) | > loss_kl: 1.859426498413086 (1.7721959233283997) | > loss_feat: 6.461793899536133 (6.907631063461304) | > loss_mel: 20.46318244934082 (20.90133829116821) | > loss_duration: 2.3802812099456787 (2.280640423297882) | > loss_1: 33.679561614990234 (34.61871910095215)  --> STEP: 21 | > loss_disc: 2.3547658920288086 (2.2590657642909457) | > loss_disc_real_0: 0.1340576410293579 (0.09244236314580553) | > loss_disc_real_1: 0.21648553013801575 (0.2651669673976444) | > loss_disc_real_2: 0.30742359161376953 (0.27240033021994997) | > loss_disc_real_3: 0.3614303767681122 (0.2686232470330738) | > loss_disc_real_4: 0.1885255128145218 (0.21713842380614506) | > loss_disc_real_5: 0.20109684765338898 (0.24597859595503127) | > loss_0: 2.3547658920288086 (2.2590657642909457) | > loss_gen: 2.6920669078826904 (2.753825380688622) | > loss_kl: 0.9869310855865479 (1.7348023596264066) | > loss_feat: 6.816337585449219 (6.903283754984538) | > loss_mel: 20.1082706451416 (20.86357316516694) | > loss_duration: 2.167532444000244 (2.2752543290456138) | > loss_1: 32.77113723754883 (34.53073901221866)  --> STEP: 22 | > loss_disc: 2.095221757888794 (2.2516183094544844) | > loss_disc_real_0: 0.0825054794549942 (0.09199068661440503) | > loss_disc_real_1: 0.31336095929145813 (0.2673576033928178) | > loss_disc_real_2: 0.30225223302841187 (0.27375723489306186) | > loss_disc_real_3: 0.21544358134269714 (0.26620598950169305) | > loss_disc_real_4: 0.1472630351781845 (0.2139622697776014) | > loss_disc_real_5: 0.19187335669994354 (0.2435192668979818) | > loss_0: 2.095221757888794 (2.2516183094544844) | > loss_gen: 3.18929123878479 (2.773619283329357) | > loss_kl: 1.2419633865356445 (1.7124005881222812) | > loss_feat: 9.447831153869629 (7.018945000388405) | > loss_mel: 21.693265914916992 (20.901286471973762) | > loss_duration: 2.1685118675231934 (2.2704023989764126) | > loss_1: 37.74086380004883 (34.67665377530185)  --> STEP: 23 | > loss_disc: 2.3755908012390137 (2.2570084177929424) | > loss_disc_real_0: 0.0711110383272171 (0.09108287581930989) | > loss_disc_real_1: 0.26530420780181885 (0.2672683253236439) | > loss_disc_real_2: 0.25983238220214844 (0.27315180651519605) | > loss_disc_real_3: 0.2857660949230194 (0.26705642886783765) | > loss_disc_real_4: 0.24833348393440247 (0.2154566703931145) | > loss_disc_real_5: 0.24668234586715698 (0.24365679207055466) | > loss_0: 2.3755908012390137 (2.2570084177929424) | > loss_gen: 2.585716724395752 (2.765449606853983) | > loss_kl: 1.8402252197265625 (1.7179581808007283) | > loss_feat: 5.588927745819092 (6.956770337146262) | > loss_mel: 19.62201499938965 (20.845665973165755) | > loss_duration: 2.257402181625366 (2.269837172135063) | > loss_1: 31.894287109375 (34.5556813115659)  --> STEP: 24 | > loss_disc: 2.1908321380615234 (2.254251072804133) | > loss_disc_real_0: 0.08110837638378143 (0.09066727167616288) | > loss_disc_real_1: 0.2277022749185562 (0.2656197398900986) | > loss_disc_real_2: 0.35278090834617615 (0.27646968575815356) | > loss_disc_real_3: 0.2992990016937256 (0.26839986940224964) | > loss_disc_real_4: 0.25296783447265625 (0.21701963556309542) | > loss_disc_real_5: 0.3031638562679291 (0.2461362530787786) | > loss_0: 2.1908321380615234 (2.254251072804133) | > loss_gen: 3.336250066757202 (2.7892329593499503) | > loss_kl: 2.004761219024658 (1.7299083073933919) | > loss_feat: 7.116138458251953 (6.963410675525665) | > loss_mel: 22.021039962768555 (20.894639889399205) | > loss_duration: 2.453608989715576 (2.2774943312009177) | > loss_1: 36.93179702758789 (34.65468613306681)  --> STEP: 25 | > loss_disc: 2.3266360759735107 (2.2571464729309083) | > loss_disc_real_0: 0.08721573650836945 (0.09052921026945114) | > loss_disc_real_1: 0.24975626170635223 (0.2649852007627488) | > loss_disc_real_2: 0.2294374406337738 (0.27458839595317835) | > loss_disc_real_3: 0.2623014450073242 (0.26815593242645264) | > loss_disc_real_4: 0.15832021832466125 (0.21467165887355805) | > loss_disc_real_5: 0.18294261395931244 (0.24360850751399993) | > loss_0: 2.3266360759735107 (2.2571464729309083) | > loss_gen: 2.4334185123443604 (2.7750003814697264) | > loss_kl: 1.991612434387207 (1.7403764724731445) | > loss_feat: 7.3261942863464355 (6.977922019958496) | > loss_mel: 17.1524600982666 (20.744952697753902) | > loss_duration: 2.3756232261657715 (2.281419486999512) | > loss_1: 31.279308319091797 (34.519671020507815)  --> STEP: 26 | > loss_disc: 2.085010528564453 (2.2505258596860447) | > loss_disc_real_0: 0.09197558462619781 (0.09058484005240294) | > loss_disc_real_1: 0.18423843383789062 (0.26187955588102346) | > loss_disc_real_2: 0.10102758556604385 (0.2679129801690578) | > loss_disc_real_3: 0.06906716525554657 (0.26049867215064854) | > loss_disc_real_4: 0.10619132965803146 (0.2104993385191147) | > loss_disc_real_5: 0.12987686693668365 (0.23923421364564162) | > loss_0: 2.085010528564453 (2.2505258596860447) | > loss_gen: 2.3395118713378906 (2.758250823387733) | > loss_kl: 1.914526104927063 (1.7470745352598338) | > loss_feat: 13.91357135772705 (7.244677763718825) | > loss_mel: 22.534582138061523 (20.813784599304196) | > loss_duration: 2.3282322883605957 (2.283219979359554) | > loss_1: 43.03042221069336 (34.84700760474572) --> EVAL PERFORMANCE | > avg_loader_time: 0.002340252582843488 (-4.0980485769417235e-05) | > avg_loss_disc: 2.2505258596860447 (+0.06280897672359798) | > avg_loss_disc_real_0: 0.09058484005240294 (+0.006734034762932717) | > avg_loss_disc_real_1: 0.26187955588102346 (+0.04937651409552654) | > avg_loss_disc_real_2: 0.2679129801690578 (+0.03198234135141734) | > avg_loss_disc_real_3: 0.26049867215064854 (+0.045096092212658645) | > avg_loss_disc_real_4: 0.2104993385191147 (+0.0005010994007954017) | > avg_loss_disc_real_5: 0.23923421364564162 (+0.0021075213757845157) | > avg_loss_0: 2.2505258596860447 (+0.06280897672359798) | > avg_loss_gen: 2.758250823387733 (+0.24703362354865455) | > avg_loss_kl: 1.7470745352598338 (-0.03349917668562652) | > avg_loss_feat: 7.244677763718825 (+0.52178339774792) | > avg_loss_mel: 20.813784599304196 (-0.029111752143275993) | > avg_loss_duration: 2.283219979359554 (+0.006680341867300932) | > avg_loss_1: 34.84700760474572 (+0.7128862234262314)  > EPOCH: 49/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:06:00)   --> TIME: 2024-06-10 17:06:03 -- STEP: 4/330 -- GLOBAL_STEP: 104175 | > loss_disc: 2.3941776752471924 (2.3957690596580505) | > loss_disc_real_0: 0.1344258040189743 (0.12653221562504768) | > loss_disc_real_1: 0.1909012794494629 (0.20111198350787163) | > loss_disc_real_2: 0.16811087727546692 (0.1864018402993679) | > loss_disc_real_3: 0.19707293808460236 (0.23242531716823578) | > loss_disc_real_4: 0.2227863222360611 (0.24174480512738228) | > loss_disc_real_5: 0.21239636838436127 (0.2502918429672718) | > loss_0: 2.3941776752471924 (2.3957690596580505) | > grad_norm_0: tensor(10.2489, device='cuda:0') (tensor(12.7167, device='cuda:0')) | > loss_gen: 2.3385841846466064 (2.3981764912605286) | > loss_kl: 1.8416979312896729 (1.576419085264206) | > loss_feat: 5.688510894775391 (5.929385304450989) | > loss_mel: 20.743446350097656 (20.60734510421753) | > loss_duration: 2.447298765182495 (2.411376655101776) | > loss_1: 33.059539794921875 (32.922701835632324) | > grad_norm_1: tensor(87.9153, device='cuda:0') (tensor(144.1321, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3495 (0.3352343440055847) | > loader_time: 0.0028 (0.002902686595916748)  --> TIME: 2024-06-10 17:06:11 -- STEP: 29/330 -- GLOBAL_STEP: 104200 | > loss_disc: 2.329188346862793 (2.2880427837371826) | > loss_disc_real_0: 0.10078102350234985 (0.1204781408967643) | > loss_disc_real_1: 0.22602012753486633 (0.2090275888812953) | > loss_disc_real_2: 0.18508361279964447 (0.21359429225839419) | > loss_disc_real_3: 0.19625452160835266 (0.22475383405027718) | > loss_disc_real_4: 0.19729699194431305 (0.21701751443846473) | > loss_disc_real_5: 0.17552174627780914 (0.21851482370804096) | > loss_0: 2.329188346862793 (2.2880427837371826) | > grad_norm_0: tensor(8.0941, device='cuda:0') (tensor(19.7470, device='cuda:0')) | > loss_gen: 2.624758243560791 (2.61858161564531) | > loss_kl: 1.557556390762329 (1.542913165585748) | > loss_feat: 7.20551872253418 (6.897255798866009) | > loss_mel: 21.356050491333008 (20.88832690798003) | > loss_duration: 2.1349587440490723 (2.197452471174043) | > loss_1: 34.87884521484375 (34.144529539963294) | > grad_norm_1: tensor(282.1988, device='cuda:0') (tensor(188.2475, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.339 (0.33949322536073884) | > loader_time: 0.003 (0.003097164219823377)  --> TIME: 2024-06-10 17:06:20 -- STEP: 54/330 -- GLOBAL_STEP: 104225 | > loss_disc: 2.264096975326538 (2.245956668147334) | > loss_disc_real_0: 0.08981597423553467 (0.11254314981676915) | > loss_disc_real_1: 0.20729316771030426 (0.2084110398535375) | > loss_disc_real_2: 0.16289249062538147 (0.21301201648182339) | > loss_disc_real_3: 0.21801307797431946 (0.22100407712989384) | > loss_disc_real_4: 0.2131546139717102 (0.21137150625387827) | > loss_disc_real_5: 0.23973123729228973 (0.21545595979249035) | > loss_0: 2.264096975326538 (2.245956668147334) | > grad_norm_0: tensor(15.0549, device='cuda:0') (tensor(22.9027, device='cuda:0')) | > loss_gen: 2.6699163913726807 (2.672977893440811) | > loss_kl: 1.5764414072036743 (1.5174986035735518) | > loss_feat: 7.462772846221924 (7.124056824931392) | > loss_mel: 21.715978622436523 (20.844142066107857) | > loss_duration: 2.072173595428467 (2.150059775069908) | > loss_1: 35.497283935546875 (34.30873496444136) | > grad_norm_1: tensor(122.9736, device='cuda:0') (tensor(214.2263, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3628 (0.3473864396413167) | > loader_time: 0.0041 (0.0032441483603583444)  --> TIME: 2024-06-10 17:06:29 -- STEP: 79/330 -- GLOBAL_STEP: 104250 | > loss_disc: 2.005819797515869 (2.2168160118634175) | > loss_disc_real_0: 0.08492222428321838 (0.10861470927543278) | > loss_disc_real_1: 0.18650344014167786 (0.20697664233702648) | > loss_disc_real_2: 0.22397449612617493 (0.21199609905104094) | > loss_disc_real_3: 0.1975754350423813 (0.21759472221513337) | > loss_disc_real_4: 0.22341832518577576 (0.2086772996036312) | > loss_disc_real_5: 0.1933719962835312 (0.21058269184601458) | > loss_0: 2.005819797515869 (2.2168160118634175) | > grad_norm_0: tensor(19.7017, device='cuda:0') (tensor(22.2918, device='cuda:0')) | > loss_gen: 2.976957321166992 (2.717137882981119) | > loss_kl: 1.2928398847579956 (1.5157464139069186) | > loss_feat: 8.095480918884277 (7.307178304165224) | > loss_mel: 21.66172218322754 (20.839679331719125) | > loss_duration: 2.0503525733947754 (2.129090085814271) | > loss_1: 36.077354431152344 (34.50883189334146) | > grad_norm_1: tensor(235.6183, device='cuda:0') (tensor(225.0059, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3707 (0.34855242922336244) | > loader_time: 0.0039 (0.003316906434071215)  --> TIME: 2024-06-10 17:06:38 -- STEP: 104/330 -- GLOBAL_STEP: 104275 | > loss_disc: 2.1763739585876465 (2.2098919932658863) | > loss_disc_real_0: 0.09372295439243317 (0.10712539247022225) | > loss_disc_real_1: 0.21690063178539276 (0.20584743197720784) | > loss_disc_real_2: 0.2668578028678894 (0.21171945061248082) | > loss_disc_real_3: 0.23824504017829895 (0.2169766338685384) | > loss_disc_real_4: 0.21793043613433838 (0.2083287784973016) | > loss_disc_real_5: 0.23297779262065887 (0.20959947573450896) | > loss_0: 2.1763739585876465 (2.2098919932658863) | > grad_norm_0: tensor(11.8633, device='cuda:0') (tensor(22.5144, device='cuda:0')) | > loss_gen: 2.9808998107910156 (2.7229396288211536) | > loss_kl: 1.5114104747772217 (1.5231712196881955) | > loss_feat: 7.505253791809082 (7.338883340358734) | > loss_mel: 21.2896728515625 (20.789609523919914) | > loss_duration: 2.1306674480438232 (2.121969062548419) | > loss_1: 35.41790771484375 (34.496572787945105) | > grad_norm_1: tensor(459.5389, device='cuda:0') (tensor(239.9416, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3556 (0.35053456288117635) | > loader_time: 0.0036 (0.0034381036575023946)  --> TIME: 2024-06-10 17:06:48 -- STEP: 129/330 -- GLOBAL_STEP: 104300 | > loss_disc: 2.188610076904297 (2.2133770561957546) | > loss_disc_real_0: 0.07303817570209503 (0.1072704422092715) | > loss_disc_real_1: 0.191374734044075 (0.2062880850808565) | > loss_disc_real_2: 0.22510403394699097 (0.21303840905658958) | > loss_disc_real_3: 0.2420184314250946 (0.21790871994439945) | > loss_disc_real_4: 0.20540904998779297 (0.2073737694773563) | > loss_disc_real_5: 0.22539623081684113 (0.21008190605067467) | > loss_0: 2.188610076904297 (2.2133770561957546) | > grad_norm_0: tensor(20.6536, device='cuda:0') (tensor(21.7700, device='cuda:0')) | > loss_gen: 2.5677237510681152 (2.711613586706709) | > loss_kl: 1.5694307088851929 (1.5180721809697706) | > loss_feat: 6.838162422180176 (7.336659697599189) | > loss_mel: 21.241954803466797 (20.79364690854568) | > loss_duration: 2.0704965591430664 (2.119025855101357) | > loss_1: 34.28776550292969 (34.479018189186284) | > grad_norm_1: tensor(278.0049, device='cuda:0') (tensor(246.1255, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3756 (0.35556671046471416) | > loader_time: 0.0043 (0.0035217418227084848)  --> TIME: 2024-06-10 17:06:57 -- STEP: 154/330 -- GLOBAL_STEP: 104325 | > loss_disc: 2.0268607139587402 (2.216049547319289) | > loss_disc_real_0: 0.13827696442604065 (0.10826386387955834) | > loss_disc_real_1: 0.24365466833114624 (0.20571272375134678) | > loss_disc_real_2: 0.23608821630477905 (0.2129021892686943) | > loss_disc_real_3: 0.18258383870124817 (0.21706210860571304) | > loss_disc_real_4: 0.16412615776062012 (0.2078078542049829) | > loss_disc_real_5: 0.14929097890853882 (0.20924692155865876) | > loss_0: 2.0268607139587402 (2.216049547319289) | > grad_norm_0: tensor(21.6987, device='cuda:0') (tensor(21.4515, device='cuda:0')) | > loss_gen: 2.827662706375122 (2.699164187753356) | > loss_kl: 1.5928010940551758 (1.5172014399008313) | > loss_feat: 8.08800983428955 (7.31698371528031) | > loss_mel: 20.64276123046875 (20.773201001154913) | > loss_duration: 2.1166813373565674 (2.118933499633492) | > loss_1: 35.267913818359375 (34.42548380269634) | > grad_norm_1: tensor(284.6668, device='cuda:0') (tensor(250.9903, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3756 (0.3577601801265368) | > loader_time: 0.004 (0.003625227259351061)  --> TIME: 2024-06-10 17:07:07 -- STEP: 179/330 -- GLOBAL_STEP: 104350 | > loss_disc: 2.233076333999634 (2.2126353912513363) | > loss_disc_real_0: 0.10025101900100708 (0.10851647552914462) | > loss_disc_real_1: 0.20172183215618134 (0.2052004557914574) | > loss_disc_real_2: 0.24307411909103394 (0.21315852173879826) | > loss_disc_real_3: 0.1816255748271942 (0.21651072733562085) | > loss_disc_real_4: 0.16515150666236877 (0.20729073707284873) | > loss_disc_real_5: 0.15704630315303802 (0.20917325221293462) | > loss_0: 2.233076333999634 (2.2126353912513363) | > grad_norm_0: tensor(15.5155, device='cuda:0') (tensor(20.6289, device='cuda:0')) | > loss_gen: 2.540193557739258 (2.696442477529942) | > loss_kl: 1.6415209770202637 (1.5261683284237397) | > loss_feat: 7.345620155334473 (7.324161577491121) | > loss_mel: 20.885950088500977 (20.743157338829683) | > loss_duration: 2.1483755111694336 (2.122537076140249) | > loss_1: 34.56166076660156 (34.41246678442929) | > grad_norm_1: tensor(441.0790, device='cuda:0') (tensor(250.0566, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3675 (0.3605763485977768) | > loader_time: 0.0046 (0.0037582520000095467)  --> TIME: 2024-06-10 17:07:17 -- STEP: 204/330 -- GLOBAL_STEP: 104375 | > loss_disc: 2.2606496810913086 (2.2158723993628637) | > loss_disc_real_0: 0.09754423797130585 (0.10938763744471706) | > loss_disc_real_1: 0.2127823829650879 (0.20529777848837422) | > loss_disc_real_2: 0.21537137031555176 (0.21247160288633085) | > loss_disc_real_3: 0.23080724477767944 (0.21674664917529798) | > loss_disc_real_4: 0.21911950409412384 (0.20772630005490547) | > loss_disc_real_5: 0.21134987473487854 (0.20946009150322742) | > loss_0: 2.2606496810913086 (2.2158723993628637) | > grad_norm_0: tensor(18.6363, device='cuda:0') (tensor(20.1761, device='cuda:0')) | > loss_gen: 2.6921186447143555 (2.6894554191944646) | > loss_kl: 1.519041895866394 (1.5289190078482908) | > loss_feat: 8.18452262878418 (7.331985922420726) | > loss_mel: 21.24732208251953 (20.724333304984906) | > loss_duration: 2.1154518127441406 (2.127666707132377) | > loss_1: 35.75845718383789 (34.40236035515284) | > grad_norm_1: tensor(408.1140, device='cuda:0') (tensor(254.8611, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.3899 (0.36375102692959344) | > loader_time: 0.0051 (0.003887697762134028)  --> TIME: 2024-06-10 17:07:27 -- STEP: 229/330 -- GLOBAL_STEP: 104400 | > loss_disc: 2.028524160385132 (2.214369375632841) | > loss_disc_real_0: 0.08802574872970581 (0.10993847542129231) | > loss_disc_real_1: 0.1595264971256256 (0.20563932407370822) | > loss_disc_real_2: 0.20568256080150604 (0.21244238603323307) | > loss_disc_real_3: 0.2052352875471115 (0.21654088203042876) | > loss_disc_real_4: 0.21007342636585236 (0.2072932754021024) | > loss_disc_real_5: 0.20117338001728058 (0.20889595346159287) | > loss_0: 2.028524160385132 (2.214369375632841) | > grad_norm_0: tensor(5.4169, device='cuda:0') (tensor(21.1018, device='cuda:0')) | > loss_gen: 2.910628318786621 (2.6915654417729273) | > loss_kl: 1.4304050207138062 (1.5236926797175512) | > loss_feat: 7.909392356872559 (7.359338983177619) | > loss_mel: 21.094867706298828 (20.71251431927411) | > loss_duration: 2.200143814086914 (2.1339306862593745) | > loss_1: 35.545440673828125 (34.42104212998308) | > grad_norm_1: tensor(73.2375, device='cuda:0') (tensor(261.8456, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.4095 (0.3679660407736831) | > loader_time: 0.0047 (0.003994703292846678)  --> TIME: 2024-06-10 17:07:38 -- STEP: 254/330 -- GLOBAL_STEP: 104425 | > loss_disc: 2.203428030014038 (2.2160154604536353) | > loss_disc_real_0: 0.13026776909828186 (0.10904219420993423) | > loss_disc_real_1: 0.196439728140831 (0.20535647223784229) | > loss_disc_real_2: 0.250199556350708 (0.21249569594625414) | > loss_disc_real_3: 0.1946544498205185 (0.21703482536584373) | > loss_disc_real_4: 0.1994054764509201 (0.20737939245822862) | > loss_disc_real_5: 0.17982876300811768 (0.20885765628786535) | > loss_0: 2.203428030014038 (2.2160154604536353) | > grad_norm_0: tensor(32.4383, device='cuda:0') (tensor(21.0649, device='cuda:0')) | > loss_gen: 2.7471327781677246 (2.696953753786763) | > loss_kl: 1.5560967922210693 (1.520275444965663) | > loss_feat: 7.832544803619385 (7.370887927183016) | > loss_mel: 20.604829788208008 (20.689848621999193) | > loss_duration: 2.1747450828552246 (2.1394084982984656) | > loss_1: 34.915348052978516 (34.41737422792935) | > grad_norm_1: tensor(433.5918, device='cuda:0') (tensor(259.3042, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.4249 (0.37242638219998564) | > loader_time: 0.0062 (0.004255058258537231)  --> TIME: 2024-06-10 17:07:49 -- STEP: 279/330 -- GLOBAL_STEP: 104450 | > loss_disc: 2.1626272201538086 (2.217450648225765) | > loss_disc_real_0: 0.14289812743663788 (0.10956946584165739) | > loss_disc_real_1: 0.2525869607925415 (0.20557488848231598) | > loss_disc_real_2: 0.1738649308681488 (0.21279314673075111) | > loss_disc_real_3: 0.17844811081886292 (0.21709751094754876) | > loss_disc_real_4: 0.16833440959453583 (0.20768386227042016) | > loss_disc_real_5: 0.18402999639511108 (0.20799024258890458) | > loss_0: 2.1626272201538086 (2.217450648225765) | > grad_norm_0: tensor(10.3447, device='cuda:0') (tensor(21.5409, device='cuda:0')) | > loss_gen: 2.7146637439727783 (2.6948634603972077) | > loss_kl: 1.3847086429595947 (1.5181319405955653) | > loss_feat: 7.921152114868164 (7.384044278052546) | > loss_mel: 20.433515548706055 (20.65730341702807) | > loss_duration: 2.209052562713623 (2.1470302578368936) | > loss_1: 34.66309356689453 (34.40137333340119) | > grad_norm_1: tensor(279.4937, device='cuda:0') (tensor(269.3229, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.4413 (0.37752704722906943) | > loader_time: 0.0064 (0.00439557892447304)  --> TIME: 2024-06-10 17:08:04 -- STEP: 304/330 -- GLOBAL_STEP: 104475 | > loss_disc: 2.2285823822021484 (2.2186714751940033) | > loss_disc_real_0: 0.13771218061447144 (0.11039239403448607) | > loss_disc_real_1: 0.23176725208759308 (0.206948743642945) | > loss_disc_real_2: 0.18329022824764252 (0.21293207841288098) | > loss_disc_real_3: 0.1851268708705902 (0.21655120627072297) | > loss_disc_real_4: 0.17127472162246704 (0.2075404157665999) | > loss_disc_real_5: 0.1925870180130005 (0.20696636049174943) | > loss_0: 2.2285823822021484 (2.2186714751940033) | > grad_norm_0: tensor(20.4292, device='cuda:0') (tensor(21.3188, device='cuda:0')) | > loss_gen: 2.4506611824035645 (2.69406500772426) | > loss_kl: 1.6061040163040161 (1.5174022301247245) | > loss_feat: 7.933766841888428 (7.422756984045631) | > loss_mel: 20.478422164916992 (20.645412915631358) | > loss_duration: 2.2801578044891357 (2.1562691150527247) | > loss_1: 34.749114990234375 (34.435906228266305) | > grad_norm_1: tensor(199.4045, device='cuda:0') (tensor(271.3702, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.4781 (0.38381453878001154) | > loader_time: 0.0727 (0.018426383796491124)  --> TIME: 2024-06-10 17:08:32 -- STEP: 329/330 -- GLOBAL_STEP: 104500 | > loss_disc: 2.574178695678711 (2.22065503800169) | > loss_disc_real_0: 0.11414258182048798 (0.11200380216615903) | > loss_disc_real_1: 0.237558975815773 (0.207721461233397) | > loss_disc_real_2: 0.22832615673542023 (0.2125278990772357) | > loss_disc_real_3: 0.253322571516037 (0.2163920392562553) | > loss_disc_real_4: 0.28087303042411804 (0.20752579145880817) | > loss_disc_real_5: 0.24458150565624237 (0.20606762471985304) | > loss_0: 2.574178695678711 (2.22065503800169) | > grad_norm_0: tensor(10.8314, device='cuda:0') (tensor(20.8737, device='cuda:0')) | > loss_gen: 2.5930604934692383 (2.693879771015203) | > loss_kl: 1.9491273164749146 (1.5266066228002764) | > loss_feat: 10.469966888427734 (7.5349471358905085) | > loss_mel: 20.570114135742188 (20.620074518545795) | > loss_duration: 2.3218576908111572 (2.169106810288589) | > loss_1: 37.90412521362305 (34.54461483824944) | > grad_norm_1: tensor(104.6186, device='cuda:0') (tensor(264.4321, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 13.5553 (0.4368463924952914) | > loader_time: 0.032 (0.018760588393747633) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_104500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.363903760910034 (2.363903760910034) | > loss_disc_real_0: 0.14774516224861145 (0.14774516224861145) | > loss_disc_real_1: 0.2365453839302063 (0.2365453839302063) | > loss_disc_real_2: 0.34330087900161743 (0.34330087900161743) | > loss_disc_real_3: 0.21487870812416077 (0.21487870812416077) | > loss_disc_real_4: 0.17667780816555023 (0.17667780816555023) | > loss_disc_real_5: 0.19829265773296356 (0.19829265773296356) | > loss_0: 2.363903760910034 (2.363903760910034) | > loss_gen: 2.6416430473327637 (2.6416430473327637) | > loss_kl: 1.5541012287139893 (1.5541012287139893) | > loss_feat: 6.192261219024658 (6.192261219024658) | > loss_mel: 16.988759994506836 (16.988759994506836) | > loss_duration: 2.8796935081481934 (2.8796935081481934) | > loss_1: 30.256460189819336 (30.256460189819336)  --> STEP: 1 | > loss_disc: 2.465041160583496 (2.465041160583496) | > loss_disc_real_0: 0.1731126308441162 (0.1731126308441162) | > loss_disc_real_1: 0.21968266367912292 (0.21968266367912292) | > loss_disc_real_2: 0.22459489107131958 (0.22459489107131958) | > loss_disc_real_3: 0.28953924775123596 (0.28953924775123596) | > loss_disc_real_4: 0.3136715292930603 (0.3136715292930603) | > loss_disc_real_5: 0.2817191183567047 (0.2817191183567047) | > loss_0: 2.465041160583496 (2.465041160583496) | > loss_gen: 2.5032336711883545 (2.5032336711883545) | > loss_kl: 1.5368748903274536 (1.5368748903274536) | > loss_feat: 4.938057899475098 (4.938057899475098) | > loss_mel: 20.59794044494629 (20.59794044494629) | > loss_duration: 2.3563969135284424 (2.3563969135284424) | > loss_1: 31.93250274658203 (31.93250274658203)  --> STEP: 2 | > loss_disc: 2.4968771934509277 (2.480959177017212) | > loss_disc_real_0: 0.14069890975952148 (0.15690577030181885) | > loss_disc_real_1: 0.19823803007602692 (0.20896034687757492) | > loss_disc_real_2: 0.2791973948478699 (0.2518961429595947) | > loss_disc_real_3: 0.3577989935874939 (0.32366912066936493) | > loss_disc_real_4: 0.2690737843513489 (0.2913726568222046) | > loss_disc_real_5: 0.3186691105365753 (0.30019411444664) | > loss_0: 2.4968771934509277 (2.480959177017212) | > loss_gen: 2.7277708053588867 (2.6155022382736206) | > loss_kl: 2.11476469039917 (1.8258197903633118) | > loss_feat: 6.294722557067871 (5.616390228271484) | > loss_mel: 20.522449493408203 (20.560194969177246) | > loss_duration: 2.401423931121826 (2.3789104223251343) | > loss_1: 34.06113052368164 (32.996816635131836)  --> STEP: 3 | > loss_disc: 2.2158613204956055 (2.3925932248433432) | > loss_disc_real_0: 0.13073807954788208 (0.14818320671717325) | > loss_disc_real_1: 0.16955456137657166 (0.19582508504390717) | > loss_disc_real_2: 0.22378110885620117 (0.24252446492513022) | > loss_disc_real_3: 0.2614128589630127 (0.3029170334339142) | > loss_disc_real_4: 0.369948148727417 (0.3175644874572754) | > loss_disc_real_5: 0.2723105549812317 (0.2908995946248372) | > loss_0: 2.2158613204956055 (2.3925932248433432) | > loss_gen: 3.041541814804077 (2.7575154304504395) | > loss_kl: 2.156635284423828 (1.9360916217168171) | > loss_feat: 6.567013263702393 (5.93326457341512) | > loss_mel: 22.523372650146484 (21.214587529500324) | > loss_duration: 2.1513586044311523 (2.3030598163604736) | > loss_1: 36.43992233276367 (34.144518534342446)  --> STEP: 4 | > loss_disc: 2.2441933155059814 (2.3554932475090027) | > loss_disc_real_0: 0.2553980052471161 (0.17498690634965897) | > loss_disc_real_1: 0.23818956315517426 (0.20641620457172394) | > loss_disc_real_2: 0.3061756491661072 (0.25843726098537445) | > loss_disc_real_3: 0.23579460382461548 (0.2861364260315895) | > loss_disc_real_4: 0.2511005997657776 (0.30094851553440094) | > loss_disc_real_5: 0.28131556510925293 (0.28850358724594116) | > loss_0: 2.2441933155059814 (2.3554932475090027) | > loss_gen: 3.566232204437256 (2.9596946239471436) | > loss_kl: 1.8526133298873901 (1.9152220487594604) | > loss_feat: 8.075250625610352 (6.468761086463928) | > loss_mel: 19.648977279663086 (20.823184967041016) | > loss_duration: 2.3020949363708496 (2.3028185963630676) | > loss_1: 35.445167541503906 (34.46968078613281)  --> STEP: 5 | > loss_disc: 2.1399123668670654 (2.3123770713806153) | > loss_disc_real_0: 0.1261036992073059 (0.16521026492118834) | > loss_disc_real_1: 0.19489015638828278 (0.2041109949350357) | > loss_disc_real_2: 0.3340606689453125 (0.27356194257736205) | > loss_disc_real_3: 0.2326134294271469 (0.275431826710701) | > loss_disc_real_4: 0.1934099942445755 (0.27944081127643583) | > loss_disc_real_5: 0.17500995099544525 (0.26580485999584197) | > loss_0: 2.1399123668670654 (2.3123770713806153) | > loss_gen: 2.8427209854125977 (2.9362998962402345) | > loss_kl: 1.5750330686569214 (1.8471842527389526) | > loss_feat: 7.269284725189209 (6.628865814208984) | > loss_mel: 21.869888305664062 (21.032525634765626) | > loss_duration: 2.351503849029541 (2.3125556468963624) | > loss_1: 35.90843200683594 (34.75743103027344)  --> STEP: 6 | > loss_disc: 2.367776393890381 (2.3216102917989097) | > loss_disc_real_0: 0.10441594570875168 (0.15507787838578224) | > loss_disc_real_1: 0.24963317811489105 (0.2116980254650116) | > loss_disc_real_2: 0.2434728443622589 (0.26854709287484485) | > loss_disc_real_3: 0.3117826581001282 (0.28149029860893887) | > loss_disc_real_4: 0.35897737741470337 (0.29269690563281375) | > loss_disc_real_5: 0.3388344347476959 (0.27797645578781766) | > loss_0: 2.367776393890381 (2.3216102917989097) | > loss_gen: 2.880056381225586 (2.9269259770711265) | > loss_kl: 2.1492888927459717 (1.8975350260734558) | > loss_feat: 5.255174160003662 (6.399917205174764) | > loss_mel: 21.716928482055664 (21.146592775980633) | > loss_duration: 2.1692416667938232 (2.288669983545939) | > loss_1: 34.170692443847656 (34.65964126586914)  --> STEP: 7 | > loss_disc: 2.2169766426086426 (2.3066626276288713) | > loss_disc_real_0: 0.11080817878246307 (0.14875363558530807) | > loss_disc_real_1: 0.27167755365371704 (0.2202665294919695) | > loss_disc_real_2: 0.35000815987586975 (0.28018438816070557) | > loss_disc_real_3: 0.1991673856973648 (0.269729882478714) | > loss_disc_real_4: 0.20225632190704346 (0.279776822243418) | > loss_disc_real_5: 0.18910206854343414 (0.2652801147529057) | > loss_0: 2.2169766426086426 (2.3066626276288713) | > loss_gen: 3.1562626361846924 (2.959688356944493) | > loss_kl: 1.6826950311660767 (1.8668435982295446) | > loss_feat: 7.614560127258301 (6.573437622615269) | > loss_mel: 19.977611541748047 (20.97959545680455) | > loss_duration: 2.402439594268799 (2.304922785077776) | > loss_1: 34.83356857299805 (34.684488024030415)  --> STEP: 8 | > loss_disc: 2.1317501068115234 (2.284798562526703) | > loss_disc_real_0: 0.07073944807052612 (0.13900186214596033) | > loss_disc_real_1: 0.18706479668617249 (0.2161163128912449) | > loss_disc_real_2: 0.23769977688789368 (0.2748738117516041) | > loss_disc_real_3: 0.17778193950653076 (0.2582363896071911) | > loss_disc_real_4: 0.27825620770454407 (0.27958674542605877) | > loss_disc_real_5: 0.2157137542963028 (0.25908431969583035) | > loss_0: 2.1317501068115234 (2.284798562526703) | > loss_gen: 3.0941030979156494 (2.9764901995658875) | > loss_kl: 1.7952855825424194 (1.8578988462686539) | > loss_feat: 10.557075500488281 (7.071392357349396) | > loss_mel: 23.87327766418457 (21.34130573272705) | > loss_duration: 2.175349712371826 (2.2887261509895325) | > loss_1: 41.495094299316406 (35.53581380844116)  --> STEP: 9 | > loss_disc: 2.0340540409088135 (2.2569380601247153) | > loss_disc_real_0: 0.11922717094421387 (0.13680467423465517) | > loss_disc_real_1: 0.1643085479736328 (0.21035989456706577) | > loss_disc_real_2: 0.22994528710842133 (0.2698817534579171) | > loss_disc_real_3: 0.23157081007957458 (0.2552735474374559) | > loss_disc_real_4: 0.2218731939792633 (0.27317412859863704) | > loss_disc_real_5: 0.22746528685092926 (0.25557109382417464) | > loss_0: 2.0340540409088135 (2.2569380601247153) | > loss_gen: 2.8891489505767822 (2.966785616344876) | > loss_kl: 1.4851312637329102 (1.8164802259869046) | > loss_feat: 8.434419631958008 (7.222839832305908) | > loss_mel: 21.998132705688477 (21.41428650750054) | > loss_duration: 2.124394178390503 (2.2704670429229736) | > loss_1: 36.93122482299805 (35.69085947672526)  --> STEP: 10 | > loss_disc: 2.7964272499084473 (2.3108869791030884) | > loss_disc_real_0: 0.1280437558889389 (0.13592858240008354) | > loss_disc_real_1: 0.3052319884300232 (0.21984710395336152) | > loss_disc_real_2: 0.27894821763038635 (0.270788399875164) | > loss_disc_real_3: 0.30022263526916504 (0.25976845622062683) | > loss_disc_real_4: 0.2774439752101898 (0.2736011132597923) | > loss_disc_real_5: 0.303937703371048 (0.260407754778862) | > loss_0: 2.7964272499084473 (2.3108869791030884) | > loss_gen: 2.2044177055358887 (2.890548825263977) | > loss_kl: 1.772290587425232 (1.8120612621307373) | > loss_feat: 3.3215842247009277 (6.83271427154541) | > loss_mel: 11.087189674377441 (20.381576824188233) | > loss_duration: 2.25405216217041 (2.268825554847717) | > loss_1: 20.63953399658203 (34.185726928710935)  --> STEP: 11 | > loss_disc: 2.207092523574829 (2.3014511195096103) | > loss_disc_real_0: 0.15148234367370605 (0.13734256069768558) | > loss_disc_real_1: 0.13508200645446777 (0.21214118599891663) | > loss_disc_real_2: 0.24893954396247864 (0.2688021402467381) | > loss_disc_real_3: 0.2600739598274231 (0.2597962292757901) | > loss_disc_real_4: 0.2985592484474182 (0.2758700346404856) | > loss_disc_real_5: 0.23140378296375275 (0.2577710300683975) | > loss_0: 2.207092523574829 (2.3014511195096103) | > loss_gen: 2.8888983726501465 (2.890398784117265) | > loss_kl: 1.9568225145339966 (1.825221375985579) | > loss_feat: 6.780429840087891 (6.827961141412908) | > loss_mel: 20.149921417236328 (20.36051724173806) | > loss_duration: 2.4139740467071533 (2.2820208722894844) | > loss_1: 34.19004440307617 (34.18611942638051)  --> STEP: 12 | > loss_disc: 2.1650819778442383 (2.290087024370829) | > loss_disc_real_0: 0.08708018064498901 (0.13315402902662754) | > loss_disc_real_1: 0.2375573068857193 (0.21425919607281685) | > loss_disc_real_2: 0.2383682280778885 (0.26626598089933395) | > loss_disc_real_3: 0.23427321016788483 (0.25766931101679796) | > loss_disc_real_4: 0.20953047275543213 (0.27034173781673115) | > loss_disc_real_5: 0.29424992203712463 (0.2608109377324581) | > loss_0: 2.1650819778442383 (2.290087024370829) | > loss_gen: 2.8287293910980225 (2.885259668032328) | > loss_kl: 1.8638440370559692 (1.8284399310747783) | > loss_feat: 6.3899970054626465 (6.79146413008372) | > loss_mel: 20.901447296142578 (20.40559474627177) | > loss_duration: 2.206873655319214 (2.275758604208628) | > loss_1: 34.19089126586914 (34.186517079671226)  --> STEP: 13 | > loss_disc: 2.2805709838867188 (2.289355021256667) | > loss_disc_real_0: 0.2436639368534088 (0.14165479116714919) | > loss_disc_real_1: 0.2341078817844391 (0.21578601805063394) | > loss_disc_real_2: 0.2846802771091461 (0.26768246522316563) | > loss_disc_real_3: 0.23519179224967957 (0.255940271111635) | > loss_disc_real_4: 0.21669501066207886 (0.2662150664971425) | > loss_disc_real_5: 0.2376854419708252 (0.25903205344310176) | > loss_0: 2.2805709838867188 (2.289355021256667) | > loss_gen: 2.940213203430176 (2.889486863062932) | > loss_kl: 1.717681646347046 (1.8199200630187988) | > loss_feat: 6.886840343475342 (6.798800761883076) | > loss_mel: 18.587848663330078 (20.265768124507023) | > loss_duration: 2.105942487716675 (2.2626958260169396) | > loss_1: 32.238525390625 (34.036671565129204)  --> STEP: 14 | > loss_disc: 2.2224764823913574 (2.284577982766288) | > loss_disc_real_0: 0.10665582120418549 (0.1391548647412232) | > loss_disc_real_1: 0.21244390308856964 (0.21554729555334365) | > loss_disc_real_2: 0.2510623633861542 (0.2664953150919505) | > loss_disc_real_3: 0.2747589349746704 (0.2572844613875661) | > loss_disc_real_4: 0.30477237701416016 (0.2689691601055009) | > loss_disc_real_5: 0.3153907060623169 (0.26305767148733145) | > loss_0: 2.2224764823913574 (2.284577982766288) | > loss_gen: 3.2049896717071533 (2.9120227779660905) | > loss_kl: 2.1287436485290527 (1.8419788905552454) | > loss_feat: 8.31556510925293 (6.907141072409494) | > loss_mel: 22.97183609008789 (20.459058693477086) | > loss_duration: 2.3944802284240723 (2.272108997617449) | > loss_1: 39.01561737060547 (34.39231055123465)  --> STEP: 15 | > loss_disc: 2.522677421569824 (2.3004512786865234) | > loss_disc_real_0: 0.16090600192546844 (0.14060494055350622) | > loss_disc_real_1: 0.18052786588668823 (0.21321266690889995) | > loss_disc_real_2: 0.21170105040073395 (0.2628423641125361) | > loss_disc_real_3: 0.2340025156736374 (0.25573233167330417) | > loss_disc_real_4: 0.2092905044555664 (0.264990583062172) | > loss_disc_real_5: 0.320044606924057 (0.2668568005164465) | > loss_0: 2.522677421569824 (2.3004512786865234) | > loss_gen: 2.4142141342163086 (2.8788355350494386) | > loss_kl: 2.121833562850952 (1.8606358687082927) | > loss_feat: 6.540788650512695 (6.882717577616374) | > loss_mel: 18.331661224365234 (20.317232195536295) | > loss_duration: 2.280928373336792 (2.2726969559987387) | > loss_1: 31.689424514770508 (34.21211814880371)  --> STEP: 16 | > loss_disc: 2.0403904914855957 (2.2841974794864655) | > loss_disc_real_0: 0.13968922197818756 (0.1405477081425488) | > loss_disc_real_1: 0.21878781914710999 (0.21356111392378807) | > loss_disc_real_2: 0.26026207208633423 (0.2626810958608985) | > loss_disc_real_3: 0.1920524537563324 (0.25175233930349344) | > loss_disc_real_4: 0.1729881316423416 (0.2592404298484326) | > loss_disc_real_5: 0.2254801243543625 (0.26427075825631624) | > loss_0: 2.0403904914855957 (2.2841974794864655) | > loss_gen: 2.9963505268096924 (2.8861802220344543) | > loss_kl: 1.4897788763046265 (1.8374573066830635) | > loss_feat: 8.275089263916016 (6.969740808010101) | > loss_mel: 17.832054138183594 (20.16190856695175) | > loss_duration: 2.3480167388916016 (2.2774044424295425) | > loss_1: 32.94129180908203 (34.132691502571106)  --> STEP: 17 | > loss_disc: 2.2905800342559814 (2.284572923884672) | > loss_disc_real_0: 0.19088619947433472 (0.14350879586794796) | > loss_disc_real_1: 0.17776542901992798 (0.2114554854000316) | > loss_disc_real_2: 0.3384658098220825 (0.2671390202115564) | > loss_disc_real_3: 0.2320830225944519 (0.25059532067354984) | > loss_disc_real_4: 0.21934162080287933 (0.2568934410810471) | > loss_disc_real_5: 0.2587412893772125 (0.26394549538107487) | > loss_0: 2.2905800342559814 (2.284572923884672) | > loss_gen: 3.0726871490478516 (2.8971512177411247) | > loss_kl: 1.3212764263153076 (1.8070937254849602) | > loss_feat: 6.196694374084473 (6.924267488367417) | > loss_mel: 20.031951904296875 (20.154264057383816) | > loss_duration: 2.370234489440918 (2.2828650334302116) | > loss_1: 32.99284362792969 (34.0656416275922)  --> STEP: 18 | > loss_disc: 2.4988763332366943 (2.2964786688486734) | > loss_disc_real_0: 0.10332570225000381 (0.1412764017780622) | > loss_disc_real_1: 0.1747000366449356 (0.20941351602474848) | > loss_disc_real_2: 0.2900231182575226 (0.2684103589918878) | > loss_disc_real_3: 0.2631840109825134 (0.2512946923573811) | > loss_disc_real_4: 0.3703206479549408 (0.2631949525740412) | > loss_disc_real_5: 0.34470295906066895 (0.2684320211410523) | > loss_0: 2.4988763332366943 (2.2964786688486734) | > loss_gen: 2.5760459899902344 (2.879312038421631) | > loss_kl: 2.1724016666412354 (1.8273886111047533) | > loss_feat: 5.14984655380249 (6.825688547558254) | > loss_mel: 19.62049102783203 (20.124610000186497) | > loss_duration: 2.1783196926116943 (2.2770569589402943) | > loss_1: 31.697105407714844 (33.93405628204346)  --> STEP: 19 | > loss_disc: 2.5016210079193115 (2.3072756340629175) | > loss_disc_real_0: 0.12769187986850739 (0.1405614269407172) | > loss_disc_real_1: 0.1864335685968399 (0.20820404510749013) | > loss_disc_real_2: 0.3150474429130554 (0.2708649423561598) | > loss_disc_real_3: 0.2566390633583069 (0.25157597504164037) | > loss_disc_real_4: 0.318447083234787 (0.26610295945092255) | > loss_disc_real_5: 0.3669441044330597 (0.27361686763010534) | > loss_0: 2.5016210079193115 (2.3072756340629175) | > loss_gen: 2.868501663208008 (2.8787430713051245) | > loss_kl: 1.5825750827789307 (1.8145036885612889) | > loss_feat: 6.098846435546875 (6.787433699557655) | > loss_mel: 19.641813278198242 (20.09919964639764) | > loss_duration: 2.2596778869628906 (2.276142270941483) | > loss_1: 32.451416015625 (33.856022583810905)  --> STEP: 20 | > loss_disc: 2.1833739280700684 (2.301080548763275) | > loss_disc_real_0: 0.06417248398065567 (0.13674197979271413) | > loss_disc_real_1: 0.14770512282848358 (0.2051790989935398) | > loss_disc_real_2: 0.2489929497241974 (0.2697713427245617) | > loss_disc_real_3: 0.30414071679115295 (0.25420421212911604) | > loss_disc_real_4: 0.3320986330509186 (0.2694027431309224) | > loss_disc_real_5: 0.3278082311153412 (0.27632643580436717) | > loss_0: 2.1833739280700684 (2.301080548763275) | > loss_gen: 3.0566182136535645 (2.887636828422546) | > loss_kl: 1.433456301689148 (1.795451319217682) | > loss_feat: 7.387608051300049 (6.817442417144775) | > loss_mel: 21.827152252197266 (20.185597276687623) | > loss_duration: 2.2940943241119385 (2.277039873600006) | > loss_1: 35.99892807006836 (33.96316785812378)  --> STEP: 21 | > loss_disc: 2.5317296981811523 (2.312063841592698) | > loss_disc_real_0: 0.18533694744110107 (0.13905602587120874) | > loss_disc_real_1: 0.22554899752140045 (0.20614909416153318) | > loss_disc_real_2: 0.2666070759296417 (0.26962066335337503) | > loss_disc_real_3: 0.33890438079833984 (0.2582375534943172) | > loss_disc_real_4: 0.2170053869485855 (0.2669076309317635) | > loss_disc_real_5: 0.22192995250225067 (0.27373612707569495) | > loss_0: 2.5317296981811523 (2.312063841592698) | > loss_gen: 2.46818470954895 (2.8676629179999944) | > loss_kl: 1.4564565420150757 (1.7793087107794625) | > loss_feat: 5.26559591293335 (6.743544964563279) | > loss_mel: 18.98236083984375 (20.12830030350458) | > loss_duration: 2.1756832599639893 (2.2722133681887673) | > loss_1: 30.348283767700195 (33.79103052048456)  --> STEP: 22 | > loss_disc: 1.8248705863952637 (2.289918693629178) | > loss_disc_real_0: 0.07243502140045166 (0.13602779839526524) | > loss_disc_real_1: 0.14146529138088226 (0.20320892130786722) | > loss_disc_real_2: 0.220040425658226 (0.2673670161854137) | > loss_disc_real_3: 0.16260220110416412 (0.2538904920220375) | > loss_disc_real_4: 0.2072177529335022 (0.2641944546591153) | > loss_disc_real_5: 0.20537389814853668 (0.2706287530335514) | > loss_0: 1.8248705863952637 (2.289918693629178) | > loss_gen: 3.203386068344116 (2.8829230611974546) | > loss_kl: 1.8042722940444946 (1.7804434191096912) | > loss_feat: 8.502243995666504 (6.823485829613426) | > loss_mel: 22.449398040771484 (20.233804746107623) | > loss_duration: 2.164423942565918 (2.267313848842274) | > loss_1: 38.123722076416016 (33.98797104575417)  --> STEP: 23 | > loss_disc: 2.2531306743621826 (2.2883192145306133) | > loss_disc_real_0: 0.18526938557624817 (0.13816873696835144) | > loss_disc_real_1: 0.16385486721992493 (0.2014978754779567) | > loss_disc_real_2: 0.21929237246513367 (0.265276814284532) | > loss_disc_real_3: 0.23453384637832642 (0.2530488987331805) | > loss_disc_real_4: 0.28943029046058655 (0.26529166491135314) | > loss_disc_real_5: 0.2623343765735626 (0.2702681279700736) | > loss_0: 2.2531306743621826 (2.2883192145306133) | > loss_gen: 2.662324905395508 (2.8733318370321523) | > loss_kl: 1.9729382991790771 (1.7888127617214038) | > loss_feat: 6.040325164794922 (6.789435365925664) | > loss_mel: 18.9616641998291 (20.178494287573773) | > loss_duration: 2.2827982902526855 (2.2679870854253354) | > loss_1: 31.92005157470703 (33.898061503534734)  --> STEP: 24 | > loss_disc: 2.513958215713501 (2.2977208395799003) | > loss_disc_real_0: 0.13766339421272278 (0.13814768102020025) | > loss_disc_real_1: 0.1827334612607956 (0.20071602488557497) | > loss_disc_real_2: 0.2161012589931488 (0.26322783281405765) | > loss_disc_real_3: 0.27248215675354004 (0.25385861781736213) | > loss_disc_real_4: 0.3400213420391083 (0.26840540145834296) | > loss_disc_real_5: 0.3267360329627991 (0.2726209573447705) | > loss_0: 2.513958215713501 (2.2977208395799003) | > loss_gen: 2.55937123298645 (2.8602501451969147) | > loss_kl: 1.714221477508545 (1.785704791545868) | > loss_feat: 6.733841896057129 (6.787118971347809) | > loss_mel: 19.853282928466797 (20.16494381427765) | > loss_duration: 2.4306342601776123 (2.274764051040014) | > loss_1: 33.291351318359375 (33.872781912485756)  --> STEP: 25 | > loss_disc: 2.1929006576538086 (2.2935280323028566) | > loss_disc_real_0: 0.12175159156322479 (0.13749183744192123) | > loss_disc_real_1: 0.1844065636396408 (0.2000636464357376) | > loss_disc_real_2: 0.3025340139865875 (0.26480008006095884) | > loss_disc_real_3: 0.2568850517272949 (0.25397967517375947) | > loss_disc_real_4: 0.18454761803150177 (0.2650510901212693) | > loss_disc_real_5: 0.21236193180084229 (0.27021059632301336) | > loss_0: 2.1929006576538086 (2.2935280323028566) | > loss_gen: 2.7598164081573486 (2.856232795715332) | > loss_kl: 1.879680871963501 (1.7894638347625733) | > loss_feat: 8.064080238342285 (6.838197422027588) | > loss_mel: 20.449024200439453 (20.17630702972412) | > loss_duration: 2.36447811126709 (2.278352613449097) | > loss_1: 35.5170783996582 (33.93855377197266)  --> STEP: 26 | > loss_disc: 2.3228983879089355 (2.294657661364629) | > loss_disc_real_0: 0.1784420609474182 (0.1390668460382865) | > loss_disc_real_1: 0.20777015388011932 (0.20036005056821382) | > loss_disc_real_2: 0.26211079955101013 (0.26469664619519157) | > loss_disc_real_3: 0.2535172700881958 (0.2539618903627762) | > loss_disc_real_4: 0.28491508960723877 (0.26581509010149895) | > loss_disc_real_5: 0.23302944004535675 (0.2687805518507958) | > loss_0: 2.3228983879089355 (2.294657661364629) | > loss_gen: 2.675562858581543 (2.849283951979417) | > loss_kl: 2.1833553314208984 (1.8046135077109704) | > loss_feat: 10.223442077636719 (6.968399139551016) | > loss_mel: 20.095603942871094 (20.173203064845158) | > loss_duration: 2.296491861343384 (2.279050276829646) | > loss_1: 37.47446060180664 (34.07455018850473) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022349724402794466 (-0.00010528014256404143) | > avg_loss_disc: 2.294657661364629 (+0.044131801678584104) | > avg_loss_disc_real_0: 0.1390668460382865 (+0.048482005985883564) | > avg_loss_disc_real_1: 0.20036005056821382 (-0.06151950531280964) | > avg_loss_disc_real_2: 0.26469664619519157 (-0.0032163339738662255) | > avg_loss_disc_real_3: 0.2539618903627762 (-0.0065367817878723145) | > avg_loss_disc_real_4: 0.26581509010149895 (+0.05531575158238425) | > avg_loss_disc_real_5: 0.2687805518507958 (+0.029546338205154177) | > avg_loss_0: 2.294657661364629 (+0.044131801678584104) | > avg_loss_gen: 2.849283951979417 (+0.09103312859168389) | > avg_loss_kl: 1.8046135077109704 (+0.057538972451136594) | > avg_loss_feat: 6.968399139551016 (-0.27627862416780946) | > avg_loss_mel: 20.173203064845158 (-0.640581534459038) | > avg_loss_duration: 2.279050276829646 (-0.004169702529907671) | > avg_loss_1: 34.07455018850473 (-0.7724574162409894)  > EPOCH: 50/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:08:41)   --> TIME: 2024-06-10 17:08:52 -- STEP: 24/330 -- GLOBAL_STEP: 104525 | > loss_disc: 2.219758987426758 (2.2732464621464405) | > loss_disc_real_0: 0.07520027458667755 (0.10972583573311567) | > loss_disc_real_1: 0.18827375769615173 (0.20187628641724586) | > loss_disc_real_2: 0.17610229551792145 (0.21406743923823038) | > loss_disc_real_3: 0.21360398828983307 (0.22013208953042826) | > loss_disc_real_4: 0.21226553618907928 (0.21510976490875086) | > loss_disc_real_5: 0.21756593883037567 (0.22779409339030585) | > loss_0: 2.219758987426758 (2.2732464621464405) | > grad_norm_0: tensor(9.5978, device='cuda:0') (tensor(19.7969, device='cuda:0')) | > loss_gen: 2.6335952281951904 (2.625397523244222) | > loss_kl: 1.525400161743164 (1.5302233348290126) | > loss_feat: 7.416205406188965 (6.879368583361308) | > loss_mel: 20.853294372558594 (20.61913132667542) | > loss_duration: 2.090292453765869 (2.2133858402570095) | > loss_1: 34.5187873840332 (33.867506821950265) | > grad_norm_1: tensor(371.9084, device='cuda:0') (tensor(218.6946, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3318 (0.3386020263036092) | > loader_time: 0.1026 (0.06743040680885315)  --> TIME: 2024-06-10 17:09:03 -- STEP: 49/330 -- GLOBAL_STEP: 104550 | > loss_disc: 2.1572070121765137 (2.283993913202869) | > loss_disc_real_0: 0.07506349682807922 (0.11035858429208094) | > loss_disc_real_1: 0.20189182460308075 (0.20341937213527914) | > loss_disc_real_2: 0.19636841118335724 (0.21542768210780863) | > loss_disc_real_3: 0.20500735938549042 (0.22329212299415044) | > loss_disc_real_4: 0.1577378809452057 (0.2160863712125895) | > loss_disc_real_5: 0.1702704280614853 (0.22193522690510264) | > loss_0: 2.1572070121765137 (2.283993913202869) | > grad_norm_0: tensor(15.7436, device='cuda:0') (tensor(21.4803, device='cuda:0')) | > loss_gen: 2.725790023803711 (2.6066211145751326) | > loss_kl: 1.5268425941467285 (1.4960713800118894) | > loss_feat: 7.803648948669434 (6.919973042546486) | > loss_mel: 20.8594970703125 (20.705074816334008) | > loss_duration: 2.046022415161133 (2.1528463460961174) | > loss_1: 34.96179962158203 (33.88058677984743) | > grad_norm_1: tensor(162.9532, device='cuda:0') (tensor(249.7280, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3477 (0.34250306109992823) | > loader_time: 0.0906 (0.07703015755633917)  --> TIME: 2024-06-10 17:09:14 -- STEP: 74/330 -- GLOBAL_STEP: 104575 | > loss_disc: 2.1388015747070312 (2.266208524639541) | > loss_disc_real_0: 0.06816049665212631 (0.11015288461301778) | > loss_disc_real_1: 0.20727600157260895 (0.202720069401973) | > loss_disc_real_2: 0.18258671462535858 (0.21414364451492154) | > loss_disc_real_3: 0.1762184202671051 (0.2209451909403543) | > loss_disc_real_4: 0.17462188005447388 (0.21359196526778712) | > loss_disc_real_5: 0.15499742329120636 (0.21601209870061358) | > loss_0: 2.1388015747070312 (2.266208524639541) | > grad_norm_0: tensor(15.0602, device='cuda:0') (tensor(21.3535, device='cuda:0')) | > loss_gen: 2.846721649169922 (2.618937250730154) | > loss_kl: 1.3470828533172607 (1.5002808748064815) | > loss_feat: 7.647778511047363 (7.032578842059986) | > loss_mel: 20.553531646728516 (20.689303269257415) | > loss_duration: 2.0336780548095703 (2.1300872999268607) | > loss_1: 34.428794860839844 (33.97118766887767) | > grad_norm_1: tensor(364.3541, device='cuda:0') (tensor(259.4847, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3607 (0.34458245457829656) | > loader_time: 0.1184 (0.08495899471076757)  --> TIME: 2024-06-10 17:09:26 -- STEP: 99/330 -- GLOBAL_STEP: 104600 | > loss_disc: 2.2160794734954834 (2.2514673290830687) | > loss_disc_real_0: 0.10731922090053558 (0.10908495589639201) | > loss_disc_real_1: 0.21779756247997284 (0.2039799837753026) | > loss_disc_real_2: 0.17865028977394104 (0.2130125074675589) | > loss_disc_real_3: 0.19230401515960693 (0.21976770355243874) | > loss_disc_real_4: 0.19135385751724243 (0.21264149489426853) | > loss_disc_real_5: 0.214581698179245 (0.21447757654117816) | > loss_0: 2.2160794734954834 (2.2514673290830687) | > grad_norm_0: tensor(31.8538, device='cuda:0') (tensor(20.4611, device='cuda:0')) | > loss_gen: 2.672975540161133 (2.6332434066618333) | > loss_kl: 1.5924944877624512 (1.4897651383371067) | > loss_feat: 6.877357006072998 (7.092834944676871) | > loss_mel: 19.77348518371582 (20.700801579639165) | > loss_duration: 2.10549259185791 (2.1203609175152236) | > loss_1: 33.02180480957031 (34.03700614698003) | > grad_norm_1: tensor(256.5508, device='cuda:0') (tensor(261.2230, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3738 (0.35133558571940726) | > loader_time: 0.0504 (0.0851660376847392)  --> TIME: 2024-06-10 17:09:37 -- STEP: 124/330 -- GLOBAL_STEP: 104625 | > loss_disc: 2.245462417602539 (2.2448324484209885) | > loss_disc_real_0: 0.10953541100025177 (0.11086554723160882) | > loss_disc_real_1: 0.2576350271701813 (0.20393400410971335) | > loss_disc_real_2: 0.2484089881181717 (0.21334007274239294) | > loss_disc_real_3: 0.23052535951137543 (0.2188821892824865) | > loss_disc_real_4: 0.2014126032590866 (0.2099178962169155) | > loss_disc_real_5: 0.1663685292005539 (0.21212566127219507) | > loss_0: 2.245462417602539 (2.2448324484209885) | > grad_norm_0: tensor(16.2901, device='cuda:0') (tensor(19.2165, device='cuda:0')) | > loss_gen: 2.6814799308776855 (2.6392869122566713) | > loss_kl: 1.5668082237243652 (1.4888255903797767) | > loss_feat: 7.794536113739014 (7.16623665055921) | > loss_mel: 20.408584594726562 (20.74190241290677) | > loss_duration: 2.119274854660034 (2.1186915261130164) | > loss_1: 34.570682525634766 (34.15494322007698) | > grad_norm_1: tensor(274.8818, device='cuda:0') (tensor(257.8149, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3672 (0.35479177005829354) | > loader_time: 0.0695 (0.08556818769824118)  --> TIME: 2024-06-10 17:09:49 -- STEP: 149/330 -- GLOBAL_STEP: 104650 | > loss_disc: 2.253035068511963 (2.2412283500568995) | > loss_disc_real_0: 0.13905614614486694 (0.11157723466221918) | > loss_disc_real_1: 0.18034835159778595 (0.20278994419030696) | > loss_disc_real_2: 0.2264840453863144 (0.21463557707783357) | > loss_disc_real_3: 0.21819716691970825 (0.21896614094308559) | > loss_disc_real_4: 0.17123907804489136 (0.21032909818943715) | > loss_disc_real_5: 0.16867336630821228 (0.2104614995069952) | > loss_0: 2.253035068511963 (2.2412283500568995) | > grad_norm_0: tensor(15.6200, device='cuda:0') (tensor(18.2798, device='cuda:0')) | > loss_gen: 2.6999781131744385 (2.6486910445578147) | > loss_kl: 1.3962215185165405 (1.4846047379026484) | > loss_feat: 6.905752658843994 (7.213661645082819) | > loss_mel: 20.764297485351562 (20.742447219438993) | > loss_duration: 2.1215946674346924 (2.1183490633164475) | > loss_1: 33.88784408569336 (34.207753789504864) | > grad_norm_1: tensor(120.5680, device='cuda:0') (tensor(250.6593, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.369 (0.357130314679754) | > loader_time: 0.141 (0.09019934411016883)  --> TIME: 2024-06-10 17:10:01 -- STEP: 174/330 -- GLOBAL_STEP: 104675 | > loss_disc: 2.21901273727417 (2.2451608674279586) | > loss_disc_real_0: 0.09455014020204544 (0.11296365187428463) | > loss_disc_real_1: 0.17190077900886536 (0.2029874653651797) | > loss_disc_real_2: 0.15906871855258942 (0.21474754082402964) | > loss_disc_real_3: 0.22284136712551117 (0.21931533164334024) | > loss_disc_real_4: 0.23544910550117493 (0.21144884584964008) | > loss_disc_real_5: 0.2347273975610733 (0.21085374416976138) | > loss_0: 2.21901273727417 (2.2451608674279586) | > grad_norm_0: tensor(9.3598, device='cuda:0') (tensor(17.8651, device='cuda:0')) | > loss_gen: 2.7676753997802734 (2.6393408994565073) | > loss_kl: 1.427430272102356 (1.4793275896160083) | > loss_feat: 7.009557723999023 (7.198368456171847) | > loss_mel: 20.953948974609375 (20.717333004392433) | > loss_duration: 2.213733673095703 (2.12084951414459) | > loss_1: 34.37234878540039 (34.15521950557311) | > grad_norm_1: tensor(155.0476, device='cuda:0') (tensor(245.3343, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3902 (0.3600617194997854) | > loader_time: 0.0799 (0.08951859090520042)  --> TIME: 2024-06-10 17:10:13 -- STEP: 199/330 -- GLOBAL_STEP: 104700 | > loss_disc: 2.1702842712402344 (2.242395436943477) | > loss_disc_real_0: 0.11379556357860565 (0.11384688628528586) | > loss_disc_real_1: 0.17837776243686676 (0.20315149943133698) | > loss_disc_real_2: 0.21469618380069733 (0.21417386155931195) | > loss_disc_real_3: 0.20516565442085266 (0.21806122669622527) | > loss_disc_real_4: 0.1805528998374939 (0.21058087462755903) | > loss_disc_real_5: 0.16677804291248322 (0.21051341123017833) | > loss_0: 2.1702842712402344 (2.242395436943477) | > grad_norm_0: tensor(5.4229, device='cuda:0') (tensor(17.3087, device='cuda:0')) | > loss_gen: 2.663239002227783 (2.6333566430825086) | > loss_kl: 1.3301043510437012 (1.4802796702888144) | > loss_feat: 7.315882682800293 (7.21446474832506) | > loss_mel: 20.88921356201172 (20.702718111737894) | > loss_duration: 2.24326229095459 (2.1265907808763904) | > loss_1: 34.44170379638672 (34.15740998426272) | > grad_norm_1: tensor(79.1912, device='cuda:0') (tensor(236.7919, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.3925 (0.363507046771409) | > loader_time: 0.0571 (0.0908756220161016)  --> TIME: 2024-06-10 17:10:26 -- STEP: 224/330 -- GLOBAL_STEP: 104725 | > loss_disc: 2.2007620334625244 (2.2379334909575337) | > loss_disc_real_0: 0.1006331741809845 (0.11306467752105423) | > loss_disc_real_1: 0.2704983353614807 (0.20352596121041905) | > loss_disc_real_2: 0.20497113466262817 (0.21405764043863332) | > loss_disc_real_3: 0.2123987376689911 (0.21784390169861062) | > loss_disc_real_4: 0.20927731692790985 (0.2106935292083238) | > loss_disc_real_5: 0.223653644323349 (0.20987588200452073) | > loss_0: 2.2007620334625244 (2.2379334909575337) | > grad_norm_0: tensor(27.3142, device='cuda:0') (tensor(17.7920, device='cuda:0')) | > loss_gen: 2.862760305404663 (2.6425596241440092) | > loss_kl: 1.4214617013931274 (1.4825843663087912) | > loss_feat: 7.662746906280518 (7.265850269368717) | > loss_mel: 21.201541900634766 (20.68316746609552) | > loss_duration: 2.2456345558166504 (2.132069447743043) | > loss_1: 35.39414596557617 (34.206231279032544) | > grad_norm_1: tensor(234.1275, device='cuda:0') (tensor(237.0049, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.4 (0.367097699216434) | > loader_time: 0.1193 (0.0928028257829802)  --> TIME: 2024-06-10 17:10:39 -- STEP: 249/330 -- GLOBAL_STEP: 104750 | > loss_disc: 2.106515645980835 (2.230534912591958) | > loss_disc_real_0: 0.08333122730255127 (0.11283195751857567) | > loss_disc_real_1: 0.1973317712545395 (0.2033074065205084) | > loss_disc_real_2: 0.24233058094978333 (0.21391731829767724) | > loss_disc_real_3: 0.23916569352149963 (0.21692776356834964) | > loss_disc_real_4: 0.2233983874320984 (0.2097890168189045) | > loss_disc_real_5: 0.23642298579216003 (0.20933819942206264) | > loss_0: 2.106515645980835 (2.230534912591958) | > grad_norm_0: tensor(20.0104, device='cuda:0') (tensor(19.2600, device='cuda:0')) | > loss_gen: 3.145367383956909 (2.6559423299199607) | > loss_kl: 1.5688672065734863 (1.4845813263850998) | > loss_feat: 7.9814910888671875 (7.315803476126797) | > loss_mel: 21.463275909423828 (20.7041649492869) | > loss_duration: 2.1897406578063965 (2.138461396876112) | > loss_1: 36.34873962402344 (34.29895352742756) | > grad_norm_1: tensor(186.2675, device='cuda:0') (tensor(238.6108, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.413 (0.3715359092237481) | > loader_time: 0.1464 (0.09492916850201094)  --> TIME: 2024-06-10 17:10:52 -- STEP: 274/330 -- GLOBAL_STEP: 104775 | > loss_disc: 2.0715689659118652 (2.2241583618804497) | > loss_disc_real_0: 0.11548957228660583 (0.11171875350231672) | > loss_disc_real_1: 0.19606366753578186 (0.2037122149808999) | > loss_disc_real_2: 0.24722687900066376 (0.2140215025657285) | > loss_disc_real_3: 0.20350958406925201 (0.21691661393337877) | > loss_disc_real_4: 0.18006041646003723 (0.20916870872687252) | > loss_disc_real_5: 0.19001013040542603 (0.20866882937015407) | > loss_0: 2.0715689659118652 (2.2241583618804497) | > grad_norm_0: tensor(38.1465, device='cuda:0') (tensor(19.4479, device='cuda:0')) | > loss_gen: 2.8058319091796875 (2.6746338727700447) | > loss_kl: 1.5075197219848633 (1.4875738442379192) | > loss_feat: 9.11854362487793 (7.386644925514277) | > loss_mel: 20.247732162475586 (20.688903864282764) | > loss_duration: 2.217156410217285 (2.1446244573071085) | > loss_1: 35.89678192138672 (34.38238098673575) | > grad_norm_1: tensor(565.6832, device='cuda:0') (tensor(243.4520, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.4393 (0.37643307403926435) | > loader_time: 0.0581 (0.09436579342306092)  --> TIME: 2024-06-10 17:11:04 -- STEP: 299/330 -- GLOBAL_STEP: 104800 | > loss_disc: 2.2650604248046875 (2.2277103746216453) | > loss_disc_real_0: 0.13580672442913055 (0.11231733464875747) | > loss_disc_real_1: 0.19023838639259338 (0.20399263159786185) | > loss_disc_real_2: 0.2422540783882141 (0.21452402839293847) | > loss_disc_real_3: 0.25224289298057556 (0.21698985759629846) | > loss_disc_real_4: 0.21097247302532196 (0.20969719531942768) | > loss_disc_real_5: 0.22298572957515717 (0.20825834911204502) | > loss_0: 2.2650604248046875 (2.2277103746216453) | > grad_norm_0: tensor(12.6107, device='cuda:0') (tensor(20.1778, device='cuda:0')) | > loss_gen: 2.7395870685577393 (2.679226289226059) | > loss_kl: 1.4624351263046265 (1.4904924057000457) | > loss_feat: 6.86075496673584 (7.407289803227453) | > loss_mel: 20.06945037841797 (20.649117945029985) | > loss_duration: 2.321164131164551 (2.1534624071822948) | > loss_1: 33.453392028808594 (34.37958892133321) | > grad_norm_1: tensor(183.8722, device='cuda:0') (tensor(247.1827, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.4535 (0.3829703354915249) | > loader_time: 0.0063 (0.08913478325043232)  --> TIME: 2024-06-10 17:11:18 -- STEP: 324/330 -- GLOBAL_STEP: 104825 | > loss_disc: 2.4149115085601807 (2.2273549386012728) | > loss_disc_real_0: 0.15247344970703125 (0.1129035788277785) | > loss_disc_real_1: 0.22005972266197205 (0.20456347120120946) | > loss_disc_real_2: 0.21334290504455566 (0.2144249008945477) | > loss_disc_real_3: 0.1979457587003708 (0.21652943746727185) | > loss_disc_real_4: 0.1958121955394745 (0.2095798579171116) | > loss_disc_real_5: 0.17217032611370087 (0.20779777414820813) | > loss_0: 2.4149115085601807 (2.2273549386012728) | > grad_norm_0: tensor(19.0541, device='cuda:0') (tensor(20.0250, device='cuda:0')) | > loss_gen: 2.4695241451263428 (2.6788287802978785) | > loss_kl: 1.740358591079712 (1.4951810774243905) | > loss_feat: 9.201659202575684 (7.467686426492385) | > loss_mel: 19.830121994018555 (20.607761948196988) | > loss_duration: 2.335415840148926 (2.1664007729218375) | > loss_1: 35.57707977294922 (34.41585908701389) | > grad_norm_1: tensor(296.4672, device='cuda:0') (tensor(245.1912, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.5753 (0.39426025490701927) | > loader_time: 0.0096 (0.08281740803777435)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.708529472351074 (2.708529472351074) | > loss_disc_real_0: 0.09850244224071503 (0.09850244224071503) | > loss_disc_real_1: 0.2658246159553528 (0.2658246159553528) | > loss_disc_real_2: 0.19677330553531647 (0.19677330553531647) | > loss_disc_real_3: 0.2641814053058624 (0.2641814053058624) | > loss_disc_real_4: 0.22225791215896606 (0.22225791215896606) | > loss_disc_real_5: 0.16049575805664062 (0.16049575805664062) | > loss_0: 2.708529472351074 (2.708529472351074) | > loss_gen: 2.050034523010254 (2.050034523010254) | > loss_kl: 2.0326344966888428 (2.0326344966888428) | > loss_feat: 6.783823490142822 (6.783823490142822) | > loss_mel: 18.827713012695312 (18.827713012695312) | > loss_duration: 2.827944278717041 (2.827944278717041) | > loss_1: 32.522151947021484 (32.522151947021484)  --> STEP: 1 | > loss_disc: 2.422156810760498 (2.422156810760498) | > loss_disc_real_0: 0.0974481850862503 (0.0974481850862503) | > loss_disc_real_1: 0.18338727951049805 (0.18338727951049805) | > loss_disc_real_2: 0.1912875473499298 (0.1912875473499298) | > loss_disc_real_3: 0.3121119439601898 (0.3121119439601898) | > loss_disc_real_4: 0.27392086386680603 (0.27392086386680603) | > loss_disc_real_5: 0.19314713776111603 (0.19314713776111603) | > loss_0: 2.422156810760498 (2.422156810760498) | > loss_gen: 2.1778128147125244 (2.1778128147125244) | > loss_kl: 1.8255869150161743 (1.8255869150161743) | > loss_feat: 5.22261905670166 (5.22261905670166) | > loss_mel: 21.53208351135254 (21.53208351135254) | > loss_duration: 2.3668155670166016 (2.3668155670166016) | > loss_1: 33.124916076660156 (33.124916076660156)  --> STEP: 2 | > loss_disc: 2.3738856315612793 (2.3980212211608887) | > loss_disc_real_0: 0.09402506053447723 (0.09573662281036377) | > loss_disc_real_1: 0.2972738742828369 (0.24033057689666748) | > loss_disc_real_2: 0.2615097761154175 (0.22639866173267365) | > loss_disc_real_3: 0.23743240535259247 (0.27477217465639114) | > loss_disc_real_4: 0.2170778065919876 (0.24549933522939682) | > loss_disc_real_5: 0.1779382973909378 (0.18554271757602692) | > loss_0: 2.3738856315612793 (2.3980212211608887) | > loss_gen: 2.388814687728882 (2.283313751220703) | > loss_kl: 1.708180546760559 (1.7668837308883667) | > loss_feat: 6.106875419616699 (5.66474723815918) | > loss_mel: 21.078142166137695 (21.305112838745117) | > loss_duration: 2.2956767082214355 (2.3312461376190186) | > loss_1: 33.57769012451172 (33.35130310058594)  --> STEP: 3 | > loss_disc: 2.6144015789031982 (2.4701480070749917) | > loss_disc_real_0: 0.11611349880695343 (0.10252891480922699) | > loss_disc_real_1: 0.24202381074428558 (0.24089498817920685) | > loss_disc_real_2: 0.25772130489349365 (0.2368395427862803) | > loss_disc_real_3: 0.3731113374233246 (0.3075518955787023) | > loss_disc_real_4: 0.3753281533718109 (0.28877560794353485) | > loss_disc_real_5: 0.21135379374027252 (0.19414640963077545) | > loss_0: 2.6144015789031982 (2.4701480070749917) | > loss_gen: 2.5859670639038086 (2.3841981887817383) | > loss_kl: 1.5168077945709229 (1.6835250854492188) | > loss_feat: 7.500654697418213 (6.276716391245524) | > loss_mel: 21.439565658569336 (21.34993044535319) | > loss_duration: 2.2121834754943848 (2.291558583577474) | > loss_1: 35.25518035888672 (33.98592885335287)  --> STEP: 4 | > loss_disc: 2.294675350189209 (2.426279842853546) | > loss_disc_real_0: 0.07676064968109131 (0.09608684852719307) | > loss_disc_real_1: 0.24952927231788635 (0.24305355921387672) | > loss_disc_real_2: 0.20044125616550446 (0.22773997113108635) | > loss_disc_real_3: 0.2726132571697235 (0.2988172359764576) | > loss_disc_real_4: 0.2400965392589569 (0.27660584077239037) | > loss_disc_real_5: 0.19152791798114777 (0.19349178671836853) | > loss_0: 2.294675350189209 (2.426279842853546) | > loss_gen: 2.5335569381713867 (2.4215378761291504) | > loss_kl: 1.3899552822113037 (1.61013263463974) | > loss_feat: 7.427798748016357 (6.564486980438232) | > loss_mel: 20.184267044067383 (21.05851459503174) | > loss_duration: 2.215440511703491 (2.2725290656089783) | > loss_1: 33.75101852416992 (33.92720127105713)  --> STEP: 5 | > loss_disc: 2.577702522277832 (2.4565643787384035) | > loss_disc_real_0: 0.12645883858203888 (0.10216124653816223) | > loss_disc_real_1: 0.315857470035553 (0.257614341378212) | > loss_disc_real_2: 0.2978764772415161 (0.2417672723531723) | > loss_disc_real_3: 0.3392031788825989 (0.30689442455768584) | > loss_disc_real_4: 0.2748910188674927 (0.27626287639141084) | > loss_disc_real_5: 0.14719347655773163 (0.18423212468624114) | > loss_0: 2.577702522277832 (2.4565643787384035) | > loss_gen: 2.724677085876465 (2.482165718078613) | > loss_kl: 1.4697765111923218 (1.5820614099502563) | > loss_feat: 5.857949256896973 (6.42317943572998) | > loss_mel: 20.610462188720703 (20.968904113769533) | > loss_duration: 2.3593170642852783 (2.2898866653442385) | > loss_1: 33.02218246459961 (33.74619750976562)  --> STEP: 6 | > loss_disc: 2.3851640224456787 (2.4446643193562827) | > loss_disc_real_0: 0.19716162979602814 (0.11799464374780655) | > loss_disc_real_1: 0.23449517786502838 (0.253761147459348) | > loss_disc_real_2: 0.2418268769979477 (0.24177720646063486) | > loss_disc_real_3: 0.31492653489112854 (0.3082331096132596) | > loss_disc_real_4: 0.22107283771038055 (0.26706453661123913) | > loss_disc_real_5: 0.22928360104560852 (0.19174070407946905) | > loss_0: 2.3851640224456787 (2.4446643193562827) | > loss_gen: 2.536588430404663 (2.491236170132955) | > loss_kl: 1.4599082469940186 (1.56170254945755) | > loss_feat: 5.224912643432617 (6.22346830368042) | > loss_mel: 17.53126335144043 (20.39596398671468) | > loss_duration: 2.1476733684539795 (2.266184449195862) | > loss_1: 28.900344848632812 (32.93855539957682)  --> STEP: 7 | > loss_disc: 2.337834596633911 (2.429402930395944) | > loss_disc_real_0: 0.03581271320581436 (0.10625436795609337) | > loss_disc_real_1: 0.331454873085022 (0.2648602511201586) | > loss_disc_real_2: 0.317889928817749 (0.2526504525116512) | > loss_disc_real_3: 0.23181328177452087 (0.2973159913505827) | > loss_disc_real_4: 0.1934431940317154 (0.25654720195702146) | > loss_disc_real_5: 0.22301411628723145 (0.19620833439486368) | > loss_0: 2.337834596633911 (2.429402930395944) | > loss_gen: 2.543490409851074 (2.4987010615212575) | > loss_kl: 2.2348382472991943 (1.6578647920063563) | > loss_feat: 6.971632480621338 (6.330348900386265) | > loss_mel: 22.41596031188965 (20.684534890311106) | > loss_duration: 2.369978904724121 (2.2810122285570418) | > loss_1: 36.5359001159668 (33.45246178763254)  --> STEP: 8 | > loss_disc: 2.1853723526000977 (2.398899108171463) | > loss_disc_real_0: 0.1085641011595726 (0.10654308460652828) | > loss_disc_real_1: 0.2437557578086853 (0.26222218945622444) | > loss_disc_real_2: 0.2091902792453766 (0.24721793085336685) | > loss_disc_real_3: 0.22793978452682495 (0.28864396549761295) | > loss_disc_real_4: 0.16301050782203674 (0.24485511519014838) | > loss_disc_real_5: 0.13290993869304657 (0.18829603493213654) | > loss_0: 2.1853723526000977 (2.398899108171463) | > loss_gen: 2.699474334716797 (2.5237977206707) | > loss_kl: 1.7307325601577759 (1.6669732630252838) | > loss_feat: 11.458791732788086 (6.971404254436493) | > loss_mel: 20.722919464111328 (20.689332962036133) | > loss_duration: 2.195383310317993 (2.2703086137771606) | > loss_1: 38.80730438232422 (34.121817111968994)  --> STEP: 9 | > loss_disc: 2.594172477722168 (2.4205961492326526) | > loss_disc_real_0: 0.11288119852542877 (0.10724731948640612) | > loss_disc_real_1: 0.1768505722284317 (0.2527364542086919) | > loss_disc_real_2: 0.22910591959953308 (0.24520548515849644) | > loss_disc_real_3: 0.2649739384651184 (0.28601396249400246) | > loss_disc_real_4: 0.1988576352596283 (0.23974428408675724) | > loss_disc_real_5: 0.16096746921539307 (0.18525952763027614) | > loss_0: 2.594172477722168 (2.4205961492326526) | > loss_gen: 2.075016736984253 (2.4739331669277616) | > loss_kl: 1.8456475734710693 (1.6868259641859267) | > loss_feat: 7.277328014373779 (7.005395783318414) | > loss_mel: 22.568038940429688 (20.89807807074653) | > loss_duration: 2.1079492568969727 (2.2522686852349176) | > loss_1: 35.87397766113281 (34.31650161743164)  --> STEP: 10 | > loss_disc: 2.2831482887268066 (2.406851363182068) | > loss_disc_real_0: 0.11821325123310089 (0.1083439126610756) | > loss_disc_real_1: 0.31426024436950684 (0.2588888332247734) | > loss_disc_real_2: 0.22859853506088257 (0.24354479014873504) | > loss_disc_real_3: 0.3189348876476288 (0.28930605500936507) | > loss_disc_real_4: 0.2711660861968994 (0.24288646429777144) | > loss_disc_real_5: 0.1566975861787796 (0.1824033334851265) | > loss_0: 2.2831482887268066 (2.406851363182068) | > loss_gen: 2.745877742767334 (2.5011276245117187) | > loss_kl: 1.492307186126709 (1.6673740863800048) | > loss_feat: 6.446917533874512 (6.949547958374024) | > loss_mel: 18.837980270385742 (20.69206829071045) | > loss_duration: 2.2462406158447266 (2.2516658782958983) | > loss_1: 31.769323348999023 (34.06178379058838)  --> STEP: 11 | > loss_disc: 2.3236136436462402 (2.3992842977697197) | > loss_disc_real_0: 0.11491507291793823 (0.10894129086624492) | > loss_disc_real_1: 0.20153731107711792 (0.25367505848407745) | > loss_disc_real_2: 0.22390605509281158 (0.24175945059819656) | > loss_disc_real_3: 0.24839888513088226 (0.28558722138404846) | > loss_disc_real_4: 0.26917028427124023 (0.2452759024771777) | > loss_disc_real_5: 0.22833171486854553 (0.18657864088361914) | > loss_0: 2.3236136436462402 (2.3992842977697197) | > loss_gen: 2.42856502532959 (2.494531024586071) | > loss_kl: 1.4816131591796875 (1.6504867293617942) | > loss_feat: 6.497381210327148 (6.908441890369762) | > loss_mel: 20.213727951049805 (20.648582805286754) | > loss_duration: 2.4318833351135254 (2.268049283461137) | > loss_1: 33.05317306518555 (33.97009190646085)  --> STEP: 12 | > loss_disc: 1.8457796573638916 (2.3531589110692344) | > loss_disc_real_0: 0.14397785067558289 (0.11186100418368976) | > loss_disc_real_1: 0.17107051610946655 (0.24679134661952654) | > loss_disc_real_2: 0.15716545283794403 (0.23470995078484216) | > loss_disc_real_3: 0.19108714163303375 (0.27771221473813057) | > loss_disc_real_4: 0.19153352081775665 (0.24079737067222595) | > loss_disc_real_5: 0.1377439647912979 (0.18250908454259238) | > loss_0: 1.8457796573638916 (2.3531589110692344) | > loss_gen: 2.801455020904541 (2.5201080242792764) | > loss_kl: 1.8187040090560913 (1.6645048360029857) | > loss_feat: 7.347231864929199 (6.945007721583049) | > loss_mel: 22.641054153442383 (20.814622084299724) | > loss_duration: 2.2318480014801025 (2.2650325099627175) | > loss_1: 36.840293884277344 (34.20927540461222)  --> STEP: 13 | > loss_disc: 2.4617466926574707 (2.3615118173452525) | > loss_disc_real_0: 0.0813269168138504 (0.10951222823216365) | > loss_disc_real_1: 0.3123700022697449 (0.25183585859262025) | > loss_disc_real_2: 0.1966838538646698 (0.23178486640636736) | > loss_disc_real_3: 0.3214932084083557 (0.28107998348199403) | > loss_disc_real_4: 0.2746316194534302 (0.24340000519385704) | > loss_disc_real_5: 0.13129301369190216 (0.17856938678484696) | > loss_0: 2.4617466926574707 (2.3615118173452525) | > loss_gen: 2.491037607192993 (2.5178718383495626) | > loss_kl: 1.7936636209487915 (1.674440127152663) | > loss_feat: 6.491924285888672 (6.910155149606558) | > loss_mel: 19.863107681274414 (20.741428668682392) | > loss_duration: 2.064941167831421 (2.24964086826031) | > loss_1: 32.704673767089844 (34.093536817110504)  --> STEP: 14 | > loss_disc: 2.1054110527038574 (2.343218905585153) | > loss_disc_real_0: 0.16278743743896484 (0.11331760031836373) | > loss_disc_real_1: 0.135480135679245 (0.24352473552737916) | > loss_disc_real_2: 0.23855751752853394 (0.23226862720080785) | > loss_disc_real_3: 0.3127477467060089 (0.2833419665694237) | > loss_disc_real_4: 0.27593347430229187 (0.2457238244158881) | > loss_disc_real_5: 0.168003648519516 (0.1778146911944662) | > loss_0: 2.1054110527038574 (2.343218905585153) | > loss_gen: 2.894224166870117 (2.544754147529602) | > loss_kl: 2.1757161617279053 (1.7102455581937517) | > loss_feat: 8.037829399108887 (6.990703310285296) | > loss_mel: 23.89453887939453 (20.966650826590403) | > loss_duration: 2.364755630493164 (2.2578633512769426) | > loss_1: 39.3670654296875 (34.470217432294575)  --> STEP: 15 | > loss_disc: 1.780620813369751 (2.305712366104126) | > loss_disc_real_0: 0.07605290412902832 (0.11083328723907471) | > loss_disc_real_1: 0.20482464134693146 (0.24094472924868265) | > loss_disc_real_2: 0.2565929591655731 (0.2338902493317922) | > loss_disc_real_3: 0.19283591210842133 (0.27730822960535684) | > loss_disc_real_4: 0.17671243846416473 (0.24112306535243988) | > loss_disc_real_5: 0.08905541896820068 (0.1718974063793818) | > loss_0: 1.780620813369751 (2.305712366104126) | > loss_gen: 2.990103006362915 (2.574444071451823) | > loss_kl: 2.3549044132232666 (1.7532228151957194) | > loss_feat: 10.080159187316895 (7.196667035420735) | > loss_mel: 20.853574752807617 (20.95911242167155) | > loss_duration: 2.279898166656494 (2.2593323389689126) | > loss_1: 38.55864334106445 (34.7427791595459)  --> STEP: 16 | > loss_disc: 2.4377281665802 (2.3139633536338806) | > loss_disc_real_0: 0.09989295899868011 (0.11014951672405005) | > loss_disc_real_1: 0.25810298323631287 (0.24201712012290955) | > loss_disc_real_2: 0.39508113265037537 (0.24396467953920364) | > loss_disc_real_3: 0.2844553291797638 (0.2777549233287573) | > loss_disc_real_4: 0.21303826570510864 (0.23936776537448168) | > loss_disc_real_5: 0.13462834060192108 (0.16956808976829052) | > loss_0: 2.4377281665802 (2.3139633536338806) | > loss_gen: 2.7241170406341553 (2.5837986320257187) | > loss_kl: 1.8813157081604004 (1.761228621006012) | > loss_feat: 8.00244426727295 (7.247028112411499) | > loss_mel: 18.965484619140625 (20.834510684013367) | > loss_duration: 2.3208577632904053 (2.263177677989006) | > loss_1: 33.89421844482422 (34.68974411487579)  --> STEP: 17 | > loss_disc: 2.4279520511627197 (2.320668571135577) | > loss_disc_real_0: 0.0890512764453888 (0.10890844376648173) | > loss_disc_real_1: 0.3557758927345276 (0.2487088126294753) | > loss_disc_real_2: 0.3178592920303345 (0.24831142145044663) | > loss_disc_real_3: 0.40342605113983154 (0.28514734261176167) | > loss_disc_real_4: 0.28795960545539856 (0.24222610890865326) | > loss_disc_real_5: 0.22022856771945953 (0.17254811788306518) | > loss_0: 2.4279520511627197 (2.320668571135577) | > loss_gen: 2.909393787384033 (2.6029512882232666) | > loss_kl: 1.3702436685562134 (1.7382295061560238) | > loss_feat: 5.668830394744873 (7.154192952548756) | > loss_mel: 19.704391479492188 (20.768033083747415) | > loss_duration: 2.366077423095703 (2.269230604171753) | > loss_1: 32.01893615722656 (34.532637764425836)  --> STEP: 18 | > loss_disc: 1.9944418668746948 (2.3025448653433056) | > loss_disc_real_0: 0.04911557585000992 (0.10558661777112219) | > loss_disc_real_1: 0.2502013146877289 (0.2487917294104894) | > loss_disc_real_2: 0.310687392950058 (0.25177675320042503) | > loss_disc_real_3: 0.2958998382091522 (0.28574470347828335) | > loss_disc_real_4: 0.22601453959941864 (0.24132546616925132) | > loss_disc_real_5: 0.1438005566596985 (0.17095103114843369) | > loss_0: 1.9944418668746948 (2.3025448653433056) | > loss_gen: 3.3580498695373535 (2.6449012094073825) | > loss_kl: 1.8287681341171265 (1.7432594299316406) | > loss_feat: 9.96643352508545 (7.310428539911906) | > loss_mel: 20.489849090576172 (20.752578417460125) | > loss_duration: 2.194338798522949 (2.265069948302375) | > loss_1: 37.837440490722656 (34.71623791588677)  --> STEP: 19 | > loss_disc: 2.3057289123535156 (2.302712446764896) | > loss_disc_real_0: 0.03966668248176575 (0.10211714749273501) | > loss_disc_real_1: 0.2105378955602646 (0.24677836973416178) | > loss_disc_real_2: 0.2763778269290924 (0.25307154655456543) | > loss_disc_real_3: 0.45797106623649597 (0.2948092488866103) | > loss_disc_real_4: 0.34068596363067627 (0.24655496603564211) | > loss_disc_real_5: 0.2341233193874359 (0.17427588842417063) | > loss_0: 2.3057289123535156 (2.302712446764896) | > loss_gen: 3.149674892425537 (2.6714682453557064) | > loss_kl: 1.9110665321350098 (1.7520913826791864) | > loss_feat: 7.886019706726074 (7.340722811849494) | > loss_mel: 20.874053955078125 (20.75897186680844) | > loss_duration: 2.280911922454834 (2.2659037364156625) | > loss_1: 36.10172653198242 (34.78915836936549)  --> STEP: 20 | > loss_disc: 2.3234307765960693 (2.3037483632564544) | > loss_disc_real_0: 0.1309528797864914 (0.10355893410742283) | > loss_disc_real_1: 0.20442122220993042 (0.24466051235795022) | > loss_disc_real_2: 0.26925280690193176 (0.25388060957193376) | > loss_disc_real_3: 0.24143537878990173 (0.2921405553817749) | > loss_disc_real_4: 0.2196185439825058 (0.24520814493298532) | > loss_disc_real_5: 0.2062060832977295 (0.17587239816784858) | > loss_0: 2.3234307765960693 (2.3037483632564544) | > loss_gen: 2.4890637397766113 (2.6623480200767515) | > loss_kl: 2.0272581577301025 (1.7658497214317321) | > loss_feat: 6.778560161590576 (7.312614679336548) | > loss_mel: 22.48619842529297 (20.845333194732667) | > loss_duration: 2.342909574508667 (2.2697540283203126) | > loss_1: 36.123992919921875 (34.85590009689331)  --> STEP: 21 | > loss_disc: 2.341294050216675 (2.305536253111703) | > loss_disc_real_0: 0.13733385503292084 (0.10516726367530368) | > loss_disc_real_1: 0.2705070376396179 (0.24589129927612485) | > loss_disc_real_2: 0.31859979033470154 (0.25696247532254174) | > loss_disc_real_3: 0.2848176658153534 (0.29179184635480243) | > loss_disc_real_4: 0.27198919653892517 (0.24648343310469673) | > loss_disc_real_5: 0.1461005061864853 (0.1744546890258789) | > loss_0: 2.341294050216675 (2.305536253111703) | > loss_gen: 2.8088715076446533 (2.6693253290085566) | > loss_kl: 1.4650812149047852 (1.7515274115971156) | > loss_feat: 5.983578681945801 (7.24932725088937) | > loss_mel: 19.03951644897461 (20.759341921125138) | > loss_duration: 2.1673781871795654 (2.264878988265991) | > loss_1: 31.464426040649414 (34.69440133231027)  --> STEP: 22 | > loss_disc: 1.8307321071624756 (2.283954246477647) | > loss_disc_real_0: 0.03238438442349434 (0.10185895098203962) | > loss_disc_real_1: 0.14954008162021637 (0.24151169847358356) | > loss_disc_real_2: 0.16948650777339935 (0.2529862949793989) | > loss_disc_real_3: 0.1656172275543213 (0.28605663640932605) | > loss_disc_real_4: 0.17681623995304108 (0.2433167425068942) | > loss_disc_real_5: 0.1313784122467041 (0.17249667644500732) | > loss_0: 1.8307321071624756 (2.283954246477647) | > loss_gen: 2.858543634414673 (2.6779261610724707) | > loss_kl: 1.4925912618637085 (1.7397575866092334) | > loss_feat: 10.784333229064941 (7.4100093408064405) | > loss_mel: 25.30122184753418 (20.965791008689184) | > loss_duration: 2.12963604927063 (2.25873158194802) | > loss_1: 42.56632614135742 (35.052216096357874)  --> STEP: 23 | > loss_disc: 2.3581273555755615 (2.287179164264513) | > loss_disc_real_0: 0.10167103260755539 (0.10185078061793161) | > loss_disc_real_1: 0.26988503336906433 (0.24274532172990881) | > loss_disc_real_2: 0.2627248466014862 (0.25340971026731574) | > loss_disc_real_3: 0.3503475785255432 (0.288851894762205) | > loss_disc_real_4: 0.28576260805130005 (0.24516221492186838) | > loss_disc_real_5: 0.20815016329288483 (0.17404682804708896) | > loss_0: 2.3581273555755615 (2.287179164264513) | > loss_gen: 2.651501178741455 (2.676777248797209) | > loss_kl: 1.7929258346557617 (1.7420692495677783) | > loss_feat: 4.7260847091674805 (7.29331696551779) | > loss_mel: 19.253740310668945 (20.89135402181874) | > loss_duration: 2.3030452728271484 (2.260658264160156) | > loss_1: 30.727296829223633 (34.86417612822161)  --> STEP: 24 | > loss_disc: 1.9958935976028442 (2.2750422656536102) | > loss_disc_real_0: 0.042483069002628326 (0.09937712596729398) | > loss_disc_real_1: 0.21396009624004364 (0.24154593733449778) | > loss_disc_real_2: 0.18086059391498566 (0.250386830419302) | > loss_disc_real_3: 0.2241002470254898 (0.28615390943984187) | > loss_disc_real_4: 0.22112144529819489 (0.24416051618754864) | > loss_disc_real_5: 0.17105743288993835 (0.17392226991554102) | > loss_0: 1.9958935976028442 (2.2750422656536102) | > loss_gen: 2.809788465499878 (2.682319382826487) | > loss_kl: 1.8310860395431519 (1.7457782824834187) | > loss_feat: 7.689852237701416 (7.309839268525441) | > loss_mel: 20.626934051513672 (20.880336523056027) | > loss_duration: 2.4305474758148193 (2.2677369813124337) | > loss_1: 35.388206481933594 (34.886010726292945)  --> STEP: 25 | > loss_disc: 2.330946922302246 (2.2772784519195555) | > loss_disc_real_0: 0.09496217221021652 (0.09920052781701089) | > loss_disc_real_1: 0.2756393551826477 (0.24290967404842376) | > loss_disc_real_2: 0.31937238574028015 (0.25314625263214113) | > loss_disc_real_3: 0.3025333285331726 (0.2868090862035751) | > loss_disc_real_4: 0.2811649739742279 (0.24564069449901582) | > loss_disc_real_5: 0.21208783984184265 (0.1754488927125931) | > loss_0: 2.330946922302246 (2.2772784519195555) | > loss_gen: 2.970045566558838 (2.693828430175781) | > loss_kl: 2.268826723098755 (1.7667002201080322) | > loss_feat: 6.764754295349121 (7.288035869598389) | > loss_mel: 21.998435974121094 (20.925060501098628) | > loss_duration: 2.335813522338867 (2.2704600429534914) | > loss_1: 36.33787536621094 (34.944085311889665)  --> STEP: 26 | > loss_disc: 2.2583675384521484 (2.276551109093886) | > loss_disc_real_0: 0.07907208800315857 (0.09842635705493964) | > loss_disc_real_1: 0.17561280727386475 (0.24032133301863304) | > loss_disc_real_2: 0.23457223176956177 (0.2524318672143496) | > loss_disc_real_3: 0.27720415592193604 (0.28643966580812746) | > loss_disc_real_4: 0.18372654914855957 (0.24325938121630594) | > loss_disc_real_5: 0.13092778623104095 (0.1737365424633026) | > loss_0: 2.2583675384521484 (2.276551109093886) | > loss_gen: 2.1703970432281494 (2.6736964537547183) | > loss_kl: 1.9505915641784668 (1.7737729641107411) | > loss_feat: 13.675054550170898 (7.533690434235793) | > loss_mel: 22.744234085083008 (20.995028715867257) | > loss_duration: 2.3269126415252686 (2.2726312967447133) | > loss_1: 42.867191314697266 (35.248820158151496) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023316420041597802 (+9.666956388033367e-05) | > avg_loss_disc: 2.276551109093886 (-0.01810655227074287) | > avg_loss_disc_real_0: 0.09842635705493964 (-0.040640488983346865) | > avg_loss_disc_real_1: 0.24032133301863304 (+0.03996128245041922) | > avg_loss_disc_real_2: 0.2524318672143496 (-0.01226477898084194) | > avg_loss_disc_real_3: 0.28643966580812746 (+0.03247777544535124) | > avg_loss_disc_real_4: 0.24325938121630594 (-0.02255570888519301) | > avg_loss_disc_real_5: 0.1737365424633026 (-0.09504400938749319) | > avg_loss_0: 2.276551109093886 (-0.01810655227074287) | > avg_loss_gen: 2.6736964537547183 (-0.17558749822469855) | > avg_loss_kl: 1.7737729641107411 (-0.030840543600229253) | > avg_loss_feat: 7.533690434235793 (+0.5652912946847772) | > avg_loss_mel: 20.995028715867257 (+0.8218256510220989) | > avg_loss_duration: 2.2726312967447133 (-0.006418980084932802) | > avg_loss_1: 35.248820158151496 (+1.1742699696467653)  > EPOCH: 51/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:11:39)   --> TIME: 2024-06-10 17:11:46 -- STEP: 19/330 -- GLOBAL_STEP: 104850 | > loss_disc: 2.3378100395202637 (2.2461698682684648) | > loss_disc_real_0: 0.09285169839859009 (0.11825482900205411) | > loss_disc_real_1: 0.1952190101146698 (0.19351949111411446) | > loss_disc_real_2: 0.20940624177455902 (0.20856831497267672) | > loss_disc_real_3: 0.229304701089859 (0.22477846475023971) | > loss_disc_real_4: 0.22382813692092896 (0.21570606294431185) | > loss_disc_real_5: 0.22555701434612274 (0.21557877879393728) | > loss_0: 2.3378100395202637 (2.2461698682684648) | > grad_norm_0: tensor(26.3864, device='cuda:0') (tensor(11.8329, device='cuda:0')) | > loss_gen: 2.4717884063720703 (2.604227480135466) | > loss_kl: 1.7263165712356567 (1.5593859208257574) | > loss_feat: 6.8735032081604 (6.873011789823833) | > loss_mel: 18.936105728149414 (20.5925975598787) | > loss_duration: 2.129365921020508 (2.2402426694568836) | > loss_1: 32.137081146240234 (33.869466279682364) | > grad_norm_1: tensor(380.3566, device='cuda:0') (tensor(129.6483, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3297 (0.33602804886667353) | > loader_time: 0.003 (0.0029216942034269635)  --> TIME: 2024-06-10 17:11:55 -- STEP: 44/330 -- GLOBAL_STEP: 104875 | > loss_disc: 2.2136077880859375 (2.258599996566772) | > loss_disc_real_0: 0.13099625706672668 (0.12090343761850487) | > loss_disc_real_1: 0.20087100565433502 (0.1998832913284952) | > loss_disc_real_2: 0.19491304457187653 (0.21330338005315175) | > loss_disc_real_3: 0.22358033061027527 (0.2225460328839042) | > loss_disc_real_4: 0.22358128428459167 (0.2138173966245218) | > loss_disc_real_5: 0.21374601125717163 (0.21047077531164343) | > loss_0: 2.2136077880859375 (2.258599996566772) | > grad_norm_0: tensor(9.2417, device='cuda:0') (tensor(14.5999, device='cuda:0')) | > loss_gen: 2.678816795349121 (2.6158094677058137) | > loss_kl: 1.469752311706543 (1.531326871026646) | > loss_feat: 7.407277584075928 (7.032412258061496) | > loss_mel: 20.634130477905273 (20.67385712536898) | > loss_duration: 2.0422351360321045 (2.163635508580641) | > loss_1: 34.23221206665039 (34.017041726545855) | > grad_norm_1: tensor(270.2755, device='cuda:0') (tensor(176.7513, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3417 (0.34525015679272736) | > loader_time: 0.0031 (0.0030955509705977006)  --> TIME: 2024-06-10 17:12:04 -- STEP: 69/330 -- GLOBAL_STEP: 104900 | > loss_disc: 2.237391710281372 (2.2354963585950323) | > loss_disc_real_0: 0.10054337978363037 (0.11679916019025056) | > loss_disc_real_1: 0.18023166060447693 (0.20127777193767438) | > loss_disc_real_2: 0.18030579388141632 (0.2127990517495335) | > loss_disc_real_3: 0.2159443497657776 (0.21932656501514325) | > loss_disc_real_4: 0.19847699999809265 (0.21034922828708869) | > loss_disc_real_5: 0.20754751563072205 (0.20785066312637882) | > loss_0: 2.237391710281372 (2.2354963585950323) | > grad_norm_0: tensor(18.7349, device='cuda:0') (tensor(14.4288, device='cuda:0')) | > loss_gen: 2.6261863708496094 (2.6358096806899365) | > loss_kl: 1.5447638034820557 (1.5387370309967925) | > loss_feat: 7.363978385925293 (7.123850138291068) | > loss_mel: 20.556360244750977 (20.69109640259673) | > loss_duration: 2.0379059314727783 (2.1345621433810913) | > loss_1: 34.12919616699219 (34.124055724213086) | > grad_norm_1: tensor(119.1598, device='cuda:0') (tensor(180.1834, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3408 (0.34809584202973737) | > loader_time: 0.0033 (0.003271185833474864)  --> TIME: 2024-06-10 17:12:13 -- STEP: 94/330 -- GLOBAL_STEP: 104925 | > loss_disc: 2.282650947570801 (2.2341405914184884) | > loss_disc_real_0: 0.17004235088825226 (0.11732455564940229) | > loss_disc_real_1: 0.21414197981357574 (0.20259028134193835) | > loss_disc_real_2: 0.20856715738773346 (0.21222602148005304) | > loss_disc_real_3: 0.2164522111415863 (0.21843506142180016) | > loss_disc_real_4: 0.2124006450176239 (0.21068615751697659) | > loss_disc_real_5: 0.23440851271152496 (0.20656947474530402) | > loss_0: 2.282650947570801 (2.2341405914184884) | > grad_norm_0: tensor(31.8171, device='cuda:0') (tensor(15.8195, device='cuda:0')) | > loss_gen: 2.7477145195007324 (2.644117512601487) | > loss_kl: 1.438118815422058 (1.5246086006468915) | > loss_feat: 7.646021842956543 (7.156437052057145) | > loss_mel: 20.3012752532959 (20.685243261621352) | > loss_duration: 2.1142568588256836 (2.122467560971037) | > loss_1: 34.24738693237305 (34.1328742656302) | > grad_norm_1: tensor(154.5096, device='cuda:0') (tensor(193.3431, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3507 (0.34958539110548936) | > loader_time: 0.0036 (0.003404389036462662)  --> TIME: 2024-06-10 17:12:23 -- STEP: 119/330 -- GLOBAL_STEP: 104950 | > loss_disc: 2.173624038696289 (2.242304335121347) | > loss_disc_real_0: 0.09739850461483002 (0.11722185663064989) | > loss_disc_real_1: 0.20128093659877777 (0.20376144487316875) | > loss_disc_real_2: 0.21284034848213196 (0.2145103876079832) | > loss_disc_real_3: 0.2052343487739563 (0.2180344851828423) | > loss_disc_real_4: 0.20246078073978424 (0.2089626785336422) | > loss_disc_real_5: 0.21235480904579163 (0.2063840869344583) | > loss_0: 2.173624038696289 (2.242304335121347) | > grad_norm_0: tensor(24.8888, device='cuda:0') (tensor(16.9527, device='cuda:0')) | > loss_gen: 2.6494178771972656 (2.6468857416585716) | > loss_kl: 1.4613609313964844 (1.5176934164111353) | > loss_feat: 7.482852458953857 (7.218712586314738) | > loss_mel: 20.322463989257812 (20.742985621219923) | > loss_duration: 2.072805881500244 (2.116895024516002) | > loss_1: 33.9889030456543 (34.243172589470376) | > grad_norm_1: tensor(118.6058, device='cuda:0') (tensor(202.3723, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3696 (0.35162018928207256) | > loader_time: 0.0037 (0.003529664849032875)  --> TIME: 2024-06-10 17:12:32 -- STEP: 144/330 -- GLOBAL_STEP: 104975 | > loss_disc: 2.2293381690979004 (2.233081064290471) | > loss_disc_real_0: 0.10156351327896118 (0.11467500791574518) | > loss_disc_real_1: 0.186676487326622 (0.20384132085988924) | > loss_disc_real_2: 0.2737502455711365 (0.21631717630144623) | > loss_disc_real_3: 0.24228741228580475 (0.21895243082609436) | > loss_disc_real_4: 0.2500784695148468 (0.20509505566830433) | > loss_disc_real_5: 0.2455325722694397 (0.205902014962501) | > loss_0: 2.2293381690979004 (2.233081064290471) | > grad_norm_0: tensor(12.6162, device='cuda:0') (tensor(17.2729, device='cuda:0')) | > loss_gen: 2.84041690826416 (2.686815366148949) | > loss_kl: 1.4973641633987427 (1.5117343159185515) | > loss_feat: 7.549445152282715 (7.336843454175526) | > loss_mel: 20.525726318359375 (20.78913884692723) | > loss_duration: 2.0991804599761963 (2.1169514093134154) | > loss_1: 34.51213455200195 (34.441483683056305) | > grad_norm_1: tensor(373.7221, device='cuda:0') (tensor(205.8723, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3759 (0.3537127027908961) | > loader_time: 0.0039 (0.00361687441666921)  --> TIME: 2024-06-10 17:12:41 -- STEP: 169/330 -- GLOBAL_STEP: 105000 | > loss_disc: 2.0620462894439697 (2.238066650001256) | > loss_disc_real_0: 0.08387118577957153 (0.11250802180206282) | > loss_disc_real_1: 0.22722499072551727 (0.20298318071125532) | > loss_disc_real_2: 0.20203213393688202 (0.21598504324989207) | > loss_disc_real_3: 0.21878215670585632 (0.22017656513572445) | > loss_disc_real_4: 0.16753260791301727 (0.2081926593325547) | > loss_disc_real_5: 0.18810071051120758 (0.20719105146340364) | > loss_0: 2.0620462894439697 (2.238066650001256) | > grad_norm_0: tensor(6.4343, device='cuda:0') (tensor(18.6601, device='cuda:0')) | > loss_gen: 2.9212162494659424 (2.6930415686771014) | > loss_kl: 1.5160294771194458 (1.5079076896757768) | > loss_feat: 8.127161979675293 (7.3363162159214355) | > loss_mel: 20.429906845092773 (20.736741726215072) | > loss_duration: 2.1421170234680176 (2.118928014879397) | > loss_1: 35.13642883300781 (34.3929354312152) | > grad_norm_1: tensor(192.3476, device='cuda:0') (tensor(217.9636, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3736 (0.35667300224304216) | > loader_time: 0.0044 (0.0037424169348541803) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_105000.pth  --> TIME: 2024-06-10 17:12:56 -- STEP: 194/330 -- GLOBAL_STEP: 105025 | > loss_disc: 2.31797456741333 (2.2382360555462) | > loss_disc_real_0: 0.12086080014705658 (0.11226632697603751) | > loss_disc_real_1: 0.22629326581954956 (0.20265305088352914) | > loss_disc_real_2: 0.15205469727516174 (0.21611914484156775) | > loss_disc_real_3: 0.25661054253578186 (0.21904915717151976) | > loss_disc_real_4: 0.2339935600757599 (0.20864519119723557) | > loss_disc_real_5: 0.22673210501670837 (0.20780089413075103) | > loss_0: 2.31797456741333 (2.2382360555462) | > grad_norm_0: tensor(30.4851, device='cuda:0') (tensor(19.3028, device='cuda:0')) | > loss_gen: 2.68290376663208 (2.6894022386098646) | > loss_kl: 1.5445936918258667 (1.5043601829981066) | > loss_feat: 7.226739406585693 (7.343133326658268) | > loss_mel: 20.530302047729492 (20.72815526392042) | > loss_duration: 2.128857374191284 (2.1241154363474917) | > loss_1: 34.11339569091797 (34.38916663533635) | > grad_norm_1: tensor(394.8647, device='cuda:0') (tensor(233.7249, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3978 (0.36047888293708735) | > loader_time: 0.0047 (0.003857758856311287)  --> TIME: 2024-06-10 17:13:06 -- STEP: 219/330 -- GLOBAL_STEP: 105050 | > loss_disc: 2.2173011302948 (2.238023533124358) | > loss_disc_real_0: 0.11402739584445953 (0.11287854035219101) | > loss_disc_real_1: 0.1688273400068283 (0.2035448841036183) | > loss_disc_real_2: 0.2049349695444107 (0.2161858589409693) | > loss_disc_real_3: 0.2491101324558258 (0.21856387633166902) | > loss_disc_real_4: 0.2034343183040619 (0.20829515495937165) | > loss_disc_real_5: 0.2242453396320343 (0.20798153828268182) | > loss_0: 2.2173011302948 (2.238023533124358) | > grad_norm_0: tensor(13.1584, device='cuda:0') (tensor(18.9378, device='cuda:0')) | > loss_gen: 2.7088375091552734 (2.6827441785977855) | > loss_kl: 1.6689399480819702 (1.507587315829377) | > loss_feat: 8.156949043273926 (7.348946612719532) | > loss_mel: 21.558317184448242 (20.700294747200186) | > loss_duration: 2.1699302196502686 (2.1293897280410032) | > loss_1: 36.262969970703125 (34.36896275385331) | > grad_norm_1: tensor(421.2592, device='cuda:0') (tensor(238.4701, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.3949 (0.36358329912298903) | > loader_time: 0.0052 (0.00398135838443286)  --> TIME: 2024-06-10 17:13:16 -- STEP: 244/330 -- GLOBAL_STEP: 105075 | > loss_disc: 2.263366222381592 (2.236443220103374) | > loss_disc_real_0: 0.11190369725227356 (0.11456141039179485) | > loss_disc_real_1: 0.19972330331802368 (0.20321808914180664) | > loss_disc_real_2: 0.2181193232536316 (0.21555507940347077) | > loss_disc_real_3: 0.23890691995620728 (0.21812327334382495) | > loss_disc_real_4: 0.23686771094799042 (0.2088700105115527) | > loss_disc_real_5: 0.22512739896774292 (0.20745562664309486) | > loss_0: 2.263366222381592 (2.236443220103374) | > grad_norm_0: tensor(51.3583, device='cuda:0') (tensor(19.0106, device='cuda:0')) | > loss_gen: 2.696669340133667 (2.6814630461520834) | > loss_kl: 1.3741461038589478 (1.5008499485547426) | > loss_feat: 7.422905445098877 (7.360365220757782) | > loss_mel: 20.014690399169922 (20.66588200897467) | > loss_duration: 2.1370787620544434 (2.135955886762653) | > loss_1: 33.64548873901367 (34.34451633984925) | > grad_norm_1: tensor(537.2796, device='cuda:0') (tensor(244.7653, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.4245 (0.36790257985474645) | > loader_time: 0.0057 (0.004117703828655305)  --> TIME: 2024-06-10 17:13:27 -- STEP: 269/330 -- GLOBAL_STEP: 105100 | > loss_disc: 2.2452714443206787 (2.2371699256081574) | > loss_disc_real_0: 0.1269024908542633 (0.11582871181648016) | > loss_disc_real_1: 0.2215396761894226 (0.2042973948898812) | > loss_disc_real_2: 0.23839984834194183 (0.21574434316734398) | > loss_disc_real_3: 0.25240349769592285 (0.21759781728889863) | > loss_disc_real_4: 0.2163812518119812 (0.20814417693140783) | > loss_disc_real_5: 0.2071068286895752 (0.2068685149725485) | > loss_0: 2.2452714443206787 (2.2371699256081574) | > grad_norm_0: tensor(39.0015, device='cuda:0') (tensor(19.2039, device='cuda:0')) | > loss_gen: 2.6013450622558594 (2.681387150597838) | > loss_kl: 1.3361891508102417 (1.4976875365445161) | > loss_feat: 6.837369918823242 (7.402283305129154) | > loss_mel: 19.588964462280273 (20.6742358721765) | > loss_duration: 2.2400903701782227 (2.142496054943612) | > loss_1: 32.60395812988281 (34.398090156923885) | > grad_norm_1: tensor(329.2141, device='cuda:0') (tensor(247.7920, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.441 (0.37300601856416055) | > loader_time: 0.0053 (0.004270286808226631)  --> TIME: 2024-06-10 17:13:39 -- STEP: 294/330 -- GLOBAL_STEP: 105125 | > loss_disc: 2.1738548278808594 (2.232031475524514) | > loss_disc_real_0: 0.11185923963785172 (0.11575660625231915) | > loss_disc_real_1: 0.21837355196475983 (0.2045796936770686) | > loss_disc_real_2: 0.2517949640750885 (0.21558264688569667) | > loss_disc_real_3: 0.2237546443939209 (0.21712178219946066) | > loss_disc_real_4: 0.18819963932037354 (0.2071757318363303) | > loss_disc_real_5: 0.1566486954689026 (0.2057036978452384) | > loss_0: 2.1738548278808594 (2.232031475524514) | > grad_norm_0: tensor(25.1445, device='cuda:0') (tensor(19.8776, device='cuda:0')) | > loss_gen: 2.7395920753479004 (2.6851354480600675) | > loss_kl: 1.4532921314239502 (1.4945024081638878) | > loss_feat: 8.037858963012695 (7.437639697068403) | > loss_mel: 21.323429107666016 (20.625907813610677) | > loss_duration: 2.2804415225982666 (2.150792148648478) | > loss_1: 35.83461380004883 (34.39397772315409) | > grad_norm_1: tensor(134.9901, device='cuda:0') (tensor(256.8654, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.4561 (0.37919833060024555) | > loader_time: 0.0061 (0.0044294368653070345)  --> TIME: 2024-06-10 17:13:51 -- STEP: 319/330 -- GLOBAL_STEP: 105150 | > loss_disc: 2.210493564605713 (2.2273436074720285) | > loss_disc_real_0: 0.11217456310987473 (0.11568677790906735) | > loss_disc_real_1: 0.18238280713558197 (0.20464813709259033) | > loss_disc_real_2: 0.25070542097091675 (0.21499257490365856) | > loss_disc_real_3: 0.23550152778625488 (0.21632048468978426) | > loss_disc_real_4: 0.21569812297821045 (0.2067844127085889) | > loss_disc_real_5: 0.2477671355009079 (0.20487021839357095) | > loss_0: 2.210493564605713 (2.2273436074720285) | > grad_norm_0: tensor(14.5973, device='cuda:0') (tensor(20.4019, device='cuda:0')) | > loss_gen: 2.8810901641845703 (2.6915752872777934) | > loss_kl: 1.5968817472457886 (1.4929718477972616) | > loss_feat: 8.658642768859863 (7.496405689693917) | > loss_mel: 20.916015625 (20.600287033846385) | > loss_duration: 2.3253445625305176 (2.1633358562254252) | > loss_1: 36.37797164916992 (34.44457587478305) | > grad_norm_1: tensor(261.4846, device='cuda:0') (tensor(263.2781, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.5327 (0.3886055094321321) | > loader_time: 0.0083 (0.004653341717854561)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4743504524230957 (2.4743504524230957) | > loss_disc_real_0: 0.18728601932525635 (0.18728601932525635) | > loss_disc_real_1: 0.17324313521385193 (0.17324313521385193) | > loss_disc_real_2: 0.16902577877044678 (0.16902577877044678) | > loss_disc_real_3: 0.22170861065387726 (0.22170861065387726) | > loss_disc_real_4: 0.19146741926670074 (0.19146741926670074) | > loss_disc_real_5: 0.22187413275241852 (0.22187413275241852) | > loss_0: 2.4743504524230957 (2.4743504524230957) | > loss_gen: 2.0115089416503906 (2.0115089416503906) | > loss_kl: 1.3704009056091309 (1.3704009056091309) | > loss_feat: 6.006626129150391 (6.006626129150391) | > loss_mel: 19.003110885620117 (19.003110885620117) | > loss_duration: 2.793513298034668 (2.793513298034668) | > loss_1: 31.185161590576172 (31.185161590576172)  --> STEP: 1 | > loss_disc: 2.0993709564208984 (2.0993709564208984) | > loss_disc_real_0: 0.07591613382101059 (0.07591613382101059) | > loss_disc_real_1: 0.1019120141863823 (0.1019120141863823) | > loss_disc_real_2: 0.1747473180294037 (0.1747473180294037) | > loss_disc_real_3: 0.26405176520347595 (0.26405176520347595) | > loss_disc_real_4: 0.22539247572422028 (0.22539247572422028) | > loss_disc_real_5: 0.1926310807466507 (0.1926310807466507) | > loss_0: 2.0993709564208984 (2.0993709564208984) | > loss_gen: 2.3192851543426514 (2.3192851543426514) | > loss_kl: 2.1765711307525635 (2.1765711307525635) | > loss_feat: 5.935408115386963 (5.935408115386963) | > loss_mel: 21.22248077392578 (21.22248077392578) | > loss_duration: 2.3475236892700195 (2.3475236892700195) | > loss_1: 34.00127029418945 (34.00127029418945)  --> STEP: 2 | > loss_disc: 2.512873649597168 (2.306122303009033) | > loss_disc_real_0: 0.1207258403301239 (0.09832098707556725) | > loss_disc_real_1: 0.11550991982221603 (0.10871096700429916) | > loss_disc_real_2: 0.21912968158721924 (0.19693849980831146) | > loss_disc_real_3: 0.29992780089378357 (0.28198978304862976) | > loss_disc_real_4: 0.33567556738853455 (0.2805340215563774) | > loss_disc_real_5: 0.36407625675201416 (0.27835366874933243) | > loss_0: 2.512873649597168 (2.306122303009033) | > loss_gen: 2.488079309463501 (2.403682231903076) | > loss_kl: 1.865990161895752 (2.0212806463241577) | > loss_feat: 6.3280768394470215 (6.131742477416992) | > loss_mel: 22.398386001586914 (21.810433387756348) | > loss_duration: 2.3655712604522705 (2.356547474861145) | > loss_1: 35.446102142333984 (34.72368621826172)  --> STEP: 3 | > loss_disc: 2.3168654441833496 (2.3097033500671387) | > loss_disc_real_0: 0.06443560123443604 (0.08702585846185684) | > loss_disc_real_1: 0.18931202590465546 (0.13557798663775125) | > loss_disc_real_2: 0.1927565038204193 (0.19554450114568075) | > loss_disc_real_3: 0.28347694873809814 (0.2824855049451192) | > loss_disc_real_4: 0.2583385407924652 (0.2731355279684067) | > loss_disc_real_5: 0.3236505091190338 (0.2934526155392329) | > loss_0: 2.3168654441833496 (2.3097033500671387) | > loss_gen: 2.430692434310913 (2.4126856327056885) | > loss_kl: 2.1742751598358154 (2.0722788174947104) | > loss_feat: 5.893066883087158 (6.052183945973714) | > loss_mel: 22.354455947875977 (21.99177424112956) | > loss_duration: 2.1362876892089844 (2.283127546310425) | > loss_1: 34.98877716064453 (34.812049865722656)  --> STEP: 4 | > loss_disc: 1.9704216718673706 (2.2248829305171967) | > loss_disc_real_0: 0.08619567006826401 (0.08681831136345863) | > loss_disc_real_1: 0.1457570642232895 (0.13812275603413582) | > loss_disc_real_2: 0.1457439512014389 (0.18309436365962029) | > loss_disc_real_3: 0.22518175840377808 (0.26815956830978394) | > loss_disc_real_4: 0.19724370539188385 (0.25416257232427597) | > loss_disc_real_5: 0.2376377433538437 (0.2794988974928856) | > loss_0: 1.9704216718673706 (2.2248829305171967) | > loss_gen: 2.664839267730713 (2.4757240414619446) | > loss_kl: 0.9926428198814392 (1.8023698180913925) | > loss_feat: 6.574436664581299 (6.18274712562561) | > loss_mel: 19.487991333007812 (21.36582851409912) | > loss_duration: 2.211928367614746 (2.265327751636505) | > loss_1: 31.931838989257812 (34.091997146606445)  --> STEP: 5 | > loss_disc: 1.7167209386825562 (2.1232505321502684) | > loss_disc_real_0: 0.07234857976436615 (0.08392436504364013) | > loss_disc_real_1: 0.13410185277462006 (0.13731857538223266) | > loss_disc_real_2: 0.20215333998203278 (0.18690615892410278) | > loss_disc_real_3: 0.15800903737545013 (0.24612946212291717) | > loss_disc_real_4: 0.097621850669384 (0.22285442799329758) | > loss_disc_real_5: 0.094337098300457 (0.24246653765439988) | > loss_0: 1.7167209386825562 (2.1232505321502684) | > loss_gen: 2.6300275325775146 (2.5065847396850587) | > loss_kl: 1.7181960344314575 (1.7855350613594054) | > loss_feat: 8.081439018249512 (6.5624855041503904) | > loss_mel: 21.574018478393555 (21.40746650695801) | > loss_duration: 2.3660168647766113 (2.2854655742645265) | > loss_1: 36.36969757080078 (34.54753723144531)  --> STEP: 6 | > loss_disc: 2.525686025619507 (2.1903231143951416) | > loss_disc_real_0: 0.05302197113633156 (0.07877396605908871) | > loss_disc_real_1: 0.1406267136335373 (0.1378699317574501) | > loss_disc_real_2: 0.23335401713848114 (0.19464746862649918) | > loss_disc_real_3: 0.26404133439064026 (0.2491147741675377) | > loss_disc_real_4: 0.29309436678886414 (0.23456108445922533) | > loss_disc_real_5: 0.2599118947982788 (0.24537409717837969) | > loss_0: 2.525686025619507 (2.1903231143951416) | > loss_gen: 2.1566295623779297 (2.448258876800537) | > loss_kl: 1.1839359998703003 (1.6852685511112213) | > loss_feat: 6.296561241149902 (6.5181647936503095) | > loss_mel: 23.119094848632812 (21.69273789723714) | > loss_duration: 2.164205551147461 (2.265255570411682) | > loss_1: 34.92042541503906 (34.60968526204427)  --> STEP: 7 | > loss_disc: 2.210695743560791 (2.1932334899902344) | > loss_disc_real_0: 0.047276247292757034 (0.07427429194961276) | > loss_disc_real_1: 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loss_disc_real_4: 0.17394155263900757 (0.2257822873070836) | > loss_disc_real_5: 0.1935085654258728 (0.23646383825689554) | > loss_0: 2.0187580585479736 (2.171424061059952) | > loss_gen: 2.4203522205352783 (2.450760930776596) | > loss_kl: 2.2350211143493652 (1.8613555058836937) | > loss_feat: 9.014534950256348 (6.93779593706131) | > loss_mel: 21.453771591186523 (21.773553133010864) | > loss_duration: 2.1868011951446533 (2.278400480747223) | > loss_1: 37.310482025146484 (35.301865577697754)  --> STEP: 9 | > loss_disc: 2.121427059173584 (2.1658688386281333) | > loss_disc_real_0: 0.11922092735767365 (0.08005546198950873) | > loss_disc_real_1: 0.09084464609622955 (0.12912488480408987) | > loss_disc_real_2: 0.2207784503698349 (0.19817411733998191) | > loss_disc_real_3: 0.28681156039237976 (0.25139724877145553) | > loss_disc_real_4: 0.2366742193698883 (0.22699250198072857) | > loss_disc_real_5: 0.26907721161842346 (0.24008754640817642) | > loss_0: 2.121427059173584 (2.1658688386281333) | > loss_gen: 2.8543028831481934 (2.4955989254845514) | > loss_kl: 1.835321068763733 (1.8584627906481426) | > loss_feat: 9.115405082702637 (7.179752508799235) | > loss_mel: 21.514190673828125 (21.74473508199056) | > loss_duration: 2.1210827827453613 (2.2609207365247936) | > loss_1: 37.44029998779297 (35.539469401041664)  --> STEP: 10 | > loss_disc: 2.5107197761535645 (2.2003539323806764) | > loss_disc_real_0: 0.08590421825647354 (0.08064033761620522) | > loss_disc_real_1: 0.15752145648002625 (0.1319645419716835) | > loss_disc_real_2: 0.21117813885211945 (0.19947451949119568) | > loss_disc_real_3: 0.2791607677936554 (0.25417360067367556) | > loss_disc_real_4: 0.260730504989624 (0.2303663022816181) | > loss_disc_real_5: 0.33451440930366516 (0.24953023269772528) | > loss_0: 2.5107197761535645 (2.2003539323806764) | > loss_gen: 2.162045478820801 (2.462243580818176) | > loss_kl: 1.650747299194336 (1.8376912415027618) | > loss_feat: 4.66783332824707 (6.928560590744018) | > loss_mel: 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2.379417896270752 (2.236656447251638) | > loss_disc_real_0: 0.06696498394012451 (0.08202169028421243) | > loss_disc_real_1: 0.1875896155834198 (0.13677169879277548) | > loss_disc_real_2: 0.2363610863685608 (0.2065226435661316) | > loss_disc_real_3: 0.2426259070634842 (0.25230547289053595) | > loss_disc_real_4: 0.26331061124801636 (0.238735127573212) | > loss_disc_real_5: 0.30675992369651794 (0.26180691085755825) | > loss_0: 2.379417896270752 (2.236656447251638) | > loss_gen: 2.319751739501953 (2.438969294230143) | > loss_kl: 1.5026365518569946 (1.8163616905609767) | > loss_feat: 5.184000015258789 (6.601951479911804) | > loss_mel: 18.43289566040039 (21.194595019022625) | > loss_duration: 2.2103428840637207 (2.2722370823224387) | > loss_1: 29.649625778198242 (34.324113845825195)  --> STEP: 13 | > loss_disc: 2.0524868965148926 (2.2224895587334266) | > loss_disc_real_0: 0.06852960586547852 (0.08098383763661751) | > loss_disc_real_1: 0.17590852081775665 (0.13978222356392786) | > loss_disc_real_2: 0.3203783333301544 (0.2152807735479795) | > loss_disc_real_3: 0.24886973202228546 (0.25204118513143975) | > loss_disc_real_4: 0.12933030724525452 (0.23031937216336912) | > loss_disc_real_5: 0.17099912464618683 (0.2548216965336066) | > loss_0: 2.0524868965148926 (2.2224895587334266) | > loss_gen: 2.84633731842041 (2.470305296090933) | > loss_kl: 1.5710229873657227 (1.7974894826228802) | > loss_feat: 8.266650199890137 (6.730005227602446) | > loss_mel: 19.09078598022461 (21.0327635544997) | > loss_duration: 2.109689712524414 (2.2597334384918213) | > loss_1: 33.884483337402344 (34.29029611440805)  --> STEP: 14 | > loss_disc: 1.9473364353179932 (2.2028357642037526) | > loss_disc_real_0: 0.08751995116472244 (0.081450702888625) | > loss_disc_real_1: 0.15162570774555206 (0.14062818671975816) | > loss_disc_real_2: 0.1970856636762619 (0.2139811228428568) | > loss_disc_real_3: 0.16121532022953033 (0.24555362335273195) | > loss_disc_real_4: 0.16539132595062256 (0.22568165457674436) | > loss_disc_real_5: 0.17233720421791077 (0.24892994708248548) | > loss_0: 1.9473364353179932 (2.2028357642037526) | > loss_gen: 2.6325480937957764 (2.4818940673555647) | > loss_kl: 2.3084144592285156 (1.8339841238089971) | > loss_feat: 7.529343605041504 (6.787100825990949) | > loss_mel: 21.227155685424805 (21.046648706708634) | > loss_duration: 2.366377353668213 (2.2673508610044206) | > loss_1: 36.0638427734375 (34.41697801862444)  --> STEP: 15 | > loss_disc: 2.224693775177002 (2.204292964935303) | > loss_disc_real_0: 0.0635170042514801 (0.08025512297948202) | > loss_disc_real_1: 0.1262093335390091 (0.13966692984104156) | > loss_disc_real_2: 0.22463026642799377 (0.2146910657485326) | > loss_disc_real_3: 0.2380664348602295 (0.24505447745323178) | > loss_disc_real_4: 0.1929410845041275 (0.22349894990523655) | > loss_disc_real_5: 0.3263694643974304 (0.25409258157014847) | > loss_0: 2.224693775177002 (2.204292964935303) | > loss_gen: 2.483945369720459 (2.482030820846558) | > loss_kl: 2.437523365020752 (1.874220073223114) | > loss_feat: 8.064271926879883 (6.8722455660502115) | > loss_mel: 21.157424926757812 (21.05403378804525) | > loss_duration: 2.243037223815918 (2.2657299518585203) | > loss_1: 36.38620376586914 (34.54825973510742)  --> STEP: 16 | > loss_disc: 2.3125758171081543 (2.211060643196106) | > loss_disc_real_0: 0.1104719489812851 (0.08214367460459471) | > loss_disc_real_1: 0.17281344532966614 (0.1417385870590806) | > loss_disc_real_2: 0.20352864265441895 (0.2139934143051505) | > loss_disc_real_3: 0.2780286967754364 (0.24711536616086957) | > loss_disc_real_4: 0.23057517409324646 (0.22394121391698718) | > loss_disc_real_5: 0.2191394865512848 (0.2519080131314695) | > loss_0: 2.3125758171081543 (2.211060643196106) | > loss_gen: 2.47723388671875 (2.4817310124635696) | > loss_kl: 1.6727467775344849 (1.8616279922425747) | > loss_feat: 7.102166652679443 (6.886615633964539) | > loss_mel: 19.73759651184082 (20.97175645828247) | > loss_duration: 2.3242807388305664 (2.2693893760442734) | > loss_1: 33.31402587890625 (34.47112011909485)  --> STEP: 17 | > loss_disc: 2.0318217277526855 (2.200517177581787) | > loss_disc_real_0: 0.08875761181116104 (0.08253272973439273) | > loss_disc_real_1: 0.20640988647937775 (0.1455427811426275) | > loss_disc_real_2: 0.23247838020324707 (0.21508076524033265) | > loss_disc_real_3: 0.22867317497730255 (0.24603053138536565) | > loss_disc_real_4: 0.19844725728034973 (0.22244156940894969) | > loss_disc_real_5: 0.2120119333267212 (0.24956118490766077) | > loss_0: 2.0318217277526855 (2.200517177581787) | > loss_gen: 2.747408866882324 (2.4973591215470257) | > loss_kl: 1.0022481679916382 (1.8110762378748726) | > loss_feat: 6.544814109802246 (6.866509661954992) | > loss_mel: 19.971410751342773 (20.91291259316837) | > loss_duration: 2.3164219856262207 (2.272156000137329) | > loss_1: 32.58230209350586 (34.36001317641314)  --> STEP: 18 | > loss_disc: 1.8723437786102295 (2.1822853220833673) | > loss_disc_real_0: 0.11146364361047745 (0.08414000272750854) | > loss_disc_real_1: 0.1020466685295105 (0.14312633044189876) | > loss_disc_real_2: 0.21562053263187408 (0.2151107523176405) | > loss_disc_real_3: 0.22874422371387482 (0.2450701809591717) | > loss_disc_real_4: 0.15221485495567322 (0.21854008527265656) | > loss_disc_real_5: 0.2098546028137207 (0.24735526368021965) | > loss_0: 1.8723437786102295 (2.1822853220833673) | > loss_gen: 2.86960506439209 (2.518039451705085) | > loss_kl: 1.5713789463043213 (1.7977597216765087) | > loss_feat: 9.983918190002441 (7.039699024624294) | > loss_mel: 23.715518951416016 (21.06861294640435) | > loss_duration: 2.224778652191162 (2.269523925251431) | > loss_1: 40.36520004272461 (34.693634668986)  --> STEP: 19 | > loss_disc: 2.0219316482543945 (2.173845655039737) | > loss_disc_real_0: 0.06083445996046066 (0.0829133952134534) | > loss_disc_real_1: 0.15192678570747375 (0.14358951229798167) | > loss_disc_real_2: 0.20399397611618042 (0.21452565883335314) | > loss_disc_real_3: 0.18860208988189697 (0.24209817616563095) | > loss_disc_real_4: 0.19087235629558563 (0.21708388901070544) | > loss_disc_real_5: 0.19190613925457 (0.2444368887104486) | > loss_0: 2.0219316482543945 (2.173845655039737) | > loss_gen: 2.467320680618286 (2.5153700427005163) | > loss_kl: 1.6016989946365356 (1.7874407360428257) | > loss_feat: 7.841479301452637 (7.081897986562629) | > loss_mel: 22.618696212768555 (21.150196276212995) | > loss_duration: 2.3124887943267822 (2.2717852341501334) | > loss_1: 36.84168243408203 (34.80668981451737)  --> STEP: 20 | > loss_disc: 2.3034121990203857 (2.1803239822387694) | > loss_disc_real_0: 0.12146049737930298 (0.08484075032174587) | > loss_disc_real_1: 0.15466991066932678 (0.1441435322165489) | > loss_disc_real_2: 0.2684265375137329 (0.21722070276737213) | > loss_disc_real_3: 0.3082035779953003 (0.2454034462571144) | > loss_disc_real_4: 0.24881254136562347 (0.21867032162845135) | > loss_disc_real_5: 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(1.7623479110854012) | > loss_feat: 7.061484336853027 (7.099913892291841) | > loss_mel: 20.386791229248047 (21.111209869384766) | > loss_duration: 2.1712276935577393 (2.270577998388381) | > loss_1: 33.72876739501953 (34.790399460565474)  --> STEP: 22 | > loss_disc: 1.7681798934936523 (2.1555484641682017) | > loss_disc_real_0: 0.07981257140636444 (0.08506974882700226) | > loss_disc_real_1: 0.12400314956903458 (0.14466943964362144) | > loss_disc_real_2: 0.2550247609615326 (0.22267284853891892) | > loss_disc_real_3: 0.17325164377689362 (0.2427376772869717) | > loss_disc_real_4: 0.1410682052373886 (0.21154000373049217) | > loss_disc_real_5: 0.1409294307231903 (0.2356573963029818) | > loss_0: 1.7681798934936523 (2.1555484641682017) | > loss_gen: 3.2348265647888184 (2.5776445540514854) | > loss_kl: 1.6465882062911987 (1.7570861063220284) | > loss_feat: 9.653057098388672 (7.215965856205333) | > loss_mel: 20.352745056152344 (21.07673419605602) | > loss_duration: 2.1566710472106934 (2.2654004096984863) | > loss_1: 37.04388427734375 (34.89283058860085)  --> STEP: 23 | > loss_disc: 2.4920506477355957 (2.1701789938885234) | > loss_disc_real_0: 0.11607618629932404 (0.08641785480405972) | > loss_disc_real_1: 0.1883668452501297 (0.14656932684390442) | > loss_disc_real_2: 0.26492902636528015 (0.2245100736618042) | > loss_disc_real_3: 0.2428356558084488 (0.24274193722268808) | > loss_disc_real_4: 0.25854018330574036 (0.2135834897989812) | > loss_disc_real_5: 0.3908337950706482 (0.2424041962494021) | > loss_0: 2.4920506477355957 (2.1701789938885234) | > loss_gen: 2.5443508625030518 (2.576197002245032) | > loss_kl: 2.365628719329834 (1.7835444808006287) | > loss_feat: 6.606262683868408 (7.189457022625467) | > loss_mel: 22.390369415283203 (21.133848770805027) | > loss_duration: 2.2823519706726074 (2.2661374340886655) | > loss_1: 36.18896484375 (34.9491842518682)  --> STEP: 24 | > loss_disc: 2.5477542877197266 (2.1859112977981567) | > loss_disc_real_0: 0.06873292475938797 (0.08568098271886508) | > loss_disc_real_1: 0.14054398238658905 (0.1463182708248496) | > loss_disc_real_2: 0.3191123902797699 (0.22845183685421944) | > loss_disc_real_3: 0.33080482482910156 (0.24641122420628866) | > loss_disc_real_4: 0.264838844537735 (0.2157191295797626) | > loss_disc_real_5: 0.3723805248737335 (0.24781987660874924) | > loss_0: 2.5477542877197266 (2.1859112977981567) | > loss_gen: 2.53208589553833 (2.5743590394655858) | > loss_kl: 1.7549827098846436 (1.7823544070124626) | > loss_feat: 7.587540626525879 (7.206043839454651) | > loss_mel: 21.02729606628418 (21.129409074783325) | > loss_duration: 2.415011405944824 (2.2723405162493386) | > loss_1: 35.316917419433594 (34.964506467183426)  --> STEP: 25 | > loss_disc: 2.3524227142333984 (2.1925717544555665) | > loss_disc_real_0: 0.06271126866340637 (0.08476219415664672) | > loss_disc_real_1: 0.15865051746368408 (0.146811560690403) | > loss_disc_real_2: 0.2667573392391205 (0.2299840569496155) | > loss_disc_real_3: 0.2804798185825348 (0.2477739679813385) | > loss_disc_real_4: 0.20863033831119537 (0.21543557792901993) | > loss_disc_real_5: 0.239918515086174 (0.24750382214784622) | > loss_0: 2.3524227142333984 (2.1925717544555665) | > loss_gen: 2.3060364723205566 (2.5636261367797846) | > loss_kl: 2.2161381244659424 (1.7997057557106018) | > loss_feat: 7.198707103729248 (7.205750370025635) | > loss_mel: 20.895605087280273 (21.120056915283204) | > loss_duration: 2.3609728813171387 (2.275885810852051) | > loss_1: 34.97746276855469 (34.96502471923828)  --> STEP: 26 | > loss_disc: 2.263425350189209 (2.195296892753014) | > loss_disc_real_0: 0.22478976845741272 (0.09014787009129158) | > loss_disc_real_1: 0.21360738575458527 (0.14938063088517922) | > loss_disc_real_2: 0.0698685571551323 (0.22382576849598151) | > loss_disc_real_3: 0.12873591482639313 (0.2431955813215329) | > loss_disc_real_4: 0.08004026859998703 (0.21022806603174943) | > loss_disc_real_5: 0.1189693883061409 (0.2425601900770114) | > loss_0: 2.263425350189209 (2.195296892753014) | > loss_gen: 2.333369493484497 (2.5547701120376582) | > loss_kl: 1.7456810474395752 (1.7976278823155623) | > loss_feat: 20.1007080078125 (7.701710279171284) | > loss_mel: 25.63136100769043 (21.29356861114502) | > loss_duration: 2.340235710144043 (2.2783608069786663) | > loss_1: 52.15135955810547 (35.62603759765625) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023392989085270805 (+7.656904367300214e-06) | > avg_loss_disc: 2.195296892753014 (-0.08125421634087182) | > avg_loss_disc_real_0: 0.09014787009129158 (-0.008278486963648066) | > avg_loss_disc_real_1: 0.14938063088517922 (-0.09094070213345382) | > avg_loss_disc_real_2: 0.22382576849598151 (-0.02860609871836811) | > avg_loss_disc_real_3: 0.2431955813215329 (-0.04324408448659456) | > avg_loss_disc_real_4: 0.21022806603174943 (-0.033031315184556514) | > avg_loss_disc_real_5: 0.2425601900770114 (+0.0688236476137088) | > avg_loss_0: 2.195296892753014 (-0.08125421634087182) | > avg_loss_gen: 2.5547701120376582 (-0.11892634171706007) | > avg_loss_kl: 1.7976278823155623 (+0.023854918204821107) | > avg_loss_feat: 7.701710279171284 (+0.1680198449354906) | > avg_loss_mel: 21.29356861114502 (+0.2985398952777629) | > avg_loss_duration: 2.2783608069786663 (+0.005729510233952961) | > avg_loss_1: 35.62603759765625 (+0.3772174395047543)  > EPOCH: 52/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:14:16)   --> TIME: 2024-06-10 17:14:21 -- STEP: 14/330 -- GLOBAL_STEP: 105175 | > loss_disc: 2.2954564094543457 (2.329589452062334) | > loss_disc_real_0: 0.1640753448009491 (0.11853449578796114) | > loss_disc_real_1: 0.23130525648593903 (0.21171693290982926) | > loss_disc_real_2: 0.19923214614391327 (0.22126278174774988) | > loss_disc_real_3: 0.23198236525058746 (0.2306201649563653) | > loss_disc_real_4: 0.2436821460723877 (0.21825368595974787) | > loss_disc_real_5: 0.23264600336551666 (0.23053286969661713) | > loss_0: 2.2954564094543457 (2.329589452062334) | > grad_norm_0: tensor(6.6268, device='cuda:0') (tensor(12.0811, device='cuda:0')) | > loss_gen: 2.635127067565918 (2.57133880683354) | > loss_kl: 1.5227198600769043 (1.418850200516837) | > loss_feat: 6.396880626678467 (6.669100318636213) | > loss_mel: 19.762161254882812 (21.00253595624651) | > loss_duration: 2.1473875045776367 (2.2756819554737633) | > loss_1: 32.46427917480469 (33.93750762939453) | > grad_norm_1: tensor(174.5126, device='cuda:0') (tensor(130.1760, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3308 (0.33630566937582834) | > loader_time: 0.0028 (0.002834575516836984)  --> TIME: 2024-06-10 17:14:30 -- STEP: 39/330 -- GLOBAL_STEP: 105200 | > loss_disc: 2.175375461578369 (2.2684990748381004) | > loss_disc_real_0: 0.09864968061447144 (0.11491807874960777) | > loss_disc_real_1: 0.18796654045581818 (0.20586688778339293) | > loss_disc_real_2: 0.24494291841983795 (0.21854310349012032) | > loss_disc_real_3: 0.23668316006660461 (0.22127979000409445) | > loss_disc_real_4: 0.21385161578655243 (0.21342682609191307) | > loss_disc_real_5: 0.22341543436050415 (0.22011835796710771) | > loss_0: 2.175375461578369 (2.2684990748381004) | > grad_norm_0: tensor(6.2398, device='cuda:0') (tensor(9.8143, device='cuda:0')) | > loss_gen: 2.8004391193389893 (2.598618562404926) | > loss_kl: 1.616513729095459 (1.4841157411917663) | > loss_feat: 8.14254379272461 (6.979684377327944) | > loss_mel: 21.18700408935547 (20.92673805432442) | > loss_duration: 2.1115081310272217 (2.174847419445332) | > loss_1: 35.858009338378906 (34.164004154694396) | > grad_norm_1: tensor(44.7988, device='cuda:0') (tensor(119.0939, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3343 (0.3416145703731439) | > loader_time: 0.0031 (0.003056764602661133)  --> TIME: 2024-06-10 17:14:39 -- STEP: 64/330 -- GLOBAL_STEP: 105225 | > loss_disc: 2.2155792713165283 (2.2525359801948066) | > loss_disc_real_0: 0.1311991959810257 (0.11302573792636395) | > loss_disc_real_1: 0.19036689400672913 (0.20457400800660255) | > loss_disc_real_2: 0.2362714558839798 (0.21830901154316962) | > loss_disc_real_3: 0.22863204777240753 (0.22043800749816) | > loss_disc_real_4: 0.20455290377140045 (0.2132741112727672) | > loss_disc_real_5: 0.21583160758018494 (0.21625643060542643) | > loss_0: 2.2155792713165283 (2.2525359801948066) | > grad_norm_0: tensor(6.6052, device='cuda:0') (tensor(9.7612, device='cuda:0')) | > loss_gen: 2.5992887020111084 (2.615588583052159) | > loss_kl: 1.457243800163269 (1.481029361486435) | > loss_feat: 7.4091949462890625 (7.091424390673637) | > loss_mel: 21.32779312133789 (20.861612886190418) | > loss_duration: 2.0776681900024414 (2.13994961977005) | > loss_1: 34.87118911743164 (34.18960478901863) | > grad_norm_1: tensor(83.0545, device='cuda:0') (tensor(129.1596, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3523 (0.3459382876753807) | > loader_time: 0.0034 (0.003221314400434494)  --> TIME: 2024-06-10 17:14:48 -- STEP: 89/330 -- GLOBAL_STEP: 105250 | > loss_disc: 2.257847547531128 (2.242751483167154) | > loss_disc_real_0: 0.10224293172359467 (0.11439768635155109) | > loss_disc_real_1: 0.1783020943403244 (0.20349312900157465) | > loss_disc_real_2: 0.2442142367362976 (0.2164991246850303) | > loss_disc_real_3: 0.20984038710594177 (0.21782107266147485) | > loss_disc_real_4: 0.2311585694551468 (0.2097896315743414) | > loss_disc_real_5: 0.2438667267560959 (0.21289556465122136) | > loss_0: 2.257847547531128 (2.242751483167154) | > grad_norm_0: tensor(10.9885, device='cuda:0') (tensor(10.6161, device='cuda:0')) | > loss_gen: 2.841766595840454 (2.632622981339358) | > loss_kl: 1.4578447341918945 (1.475715130902408) | > loss_feat: 7.656076908111572 (7.177988191668907) | > loss_mel: 20.74658966064453 (20.853559494018555) | > loss_duration: 2.1107144355773926 (2.1245025744598904) | > loss_1: 34.812992095947266 (34.26438824514325) | > grad_norm_1: tensor(167.6711, device='cuda:0') (tensor(142.8306, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3508 (0.347444370891271) | > loader_time: 0.0036 (0.003320126051313422)  --> TIME: 2024-06-10 17:14:57 -- STEP: 114/330 -- GLOBAL_STEP: 105275 | > loss_disc: 2.305166721343994 (2.251988513427868) | > loss_disc_real_0: 0.15582722425460815 (0.11514016155872428) | > loss_disc_real_1: 0.18919672071933746 (0.20312692996179854) | > loss_disc_real_2: 0.18603432178497314 (0.21667166394099854) | > loss_disc_real_3: 0.20106831192970276 (0.21943529433848566) | > loss_disc_real_4: 0.22248587012290955 (0.21115642786026) | > loss_disc_real_5: 0.21630993485450745 (0.2128320629136604) | > loss_0: 2.305166721343994 (2.251988513427868) | > grad_norm_0: tensor(15.0960, device='cuda:0') (tensor(11.8007, device='cuda:0')) | > loss_gen: 2.474766731262207 (2.6282703876495352) | > loss_kl: 1.521449089050293 (1.4845331384424576) | > loss_feat: 6.940005302429199 (7.19171749081528) | > loss_mel: 21.167543411254883 (20.824532492118962) | > loss_duration: 2.1099109649658203 (2.1191687385241194) | > loss_1: 34.21367645263672 (34.248222066645035) | > grad_norm_1: tensor(147.2427, device='cuda:0') (tensor(155.9106, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3569 (0.3496721062743873) | > loader_time: 0.0044 (0.0034109981436478464)  --> TIME: 2024-06-10 17:15:06 -- STEP: 139/330 -- GLOBAL_STEP: 105300 | > loss_disc: 2.2822227478027344 (2.2415878035181716) | > loss_disc_real_0: 0.10945373773574829 (0.11418316738425399) | > loss_disc_real_1: 0.2239505499601364 (0.20303778950687795) | > loss_disc_real_2: 0.1968560367822647 (0.2162068196766668) | > loss_disc_real_3: 0.19746312499046326 (0.21800812843034592) | > loss_disc_real_4: 0.1890595257282257 (0.21006250874601679) | > loss_disc_real_5: 0.19993816316127777 (0.2116967666920998) | > loss_0: 2.2822227478027344 (2.2415878035181716) | > grad_norm_0: tensor(17.0919, device='cuda:0') (tensor(12.2372, device='cuda:0')) | > loss_gen: 2.4933812618255615 (2.6329308053572387) | > loss_kl: 1.547969937324524 (1.4842275492578958) | > loss_feat: 6.742608070373535 (7.2023151521202475) | > loss_mel: 20.04686164855957 (20.793690852981666) | > loss_duration: 2.180596351623535 (2.1194536368623917) | > loss_1: 33.011417388916016 (34.23261786536347) | > grad_norm_1: tensor(144.0912, device='cuda:0') (tensor(157.7552, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3568 (0.3517285491065156) | > loader_time: 0.0043 (0.0035276052763136166)  --> TIME: 2024-06-10 17:15:16 -- STEP: 164/330 -- GLOBAL_STEP: 105325 | > loss_disc: 2.288378953933716 (2.2344170910556143) | > loss_disc_real_0: 0.08699730783700943 (0.11412329185844922) | > loss_disc_real_1: 0.1759972721338272 (0.20248504455496633) | > loss_disc_real_2: 0.18391665816307068 (0.21491427437924757) | > loss_disc_real_3: 0.22343097627162933 (0.2177912149487472) | > loss_disc_real_4: 0.21887587010860443 (0.20906544958309428) | > loss_disc_real_5: 0.23408982157707214 (0.21100323311075928) | > loss_0: 2.288378953933716 (2.2344170910556143) | > grad_norm_0: tensor(32.7592, device='cuda:0') (tensor(13.1511, device='cuda:0')) | > loss_gen: 2.5200977325439453 (2.639496464554855) | > loss_kl: 1.4747836589813232 (1.4848256968870395) | > loss_feat: 7.558649063110352 (7.235357476443779) | > loss_mel: 20.302501678466797 (20.796371320398826) | > loss_duration: 2.2049264907836914 (2.1190801037520903) | > loss_1: 34.06095886230469 (34.275130888310855) | > grad_norm_1: tensor(233.0082, device='cuda:0') (tensor(166.1430, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.3901 (0.35616637003131035) | > loader_time: 0.0048 (0.0036714862032634454)  --> TIME: 2024-06-10 17:15:26 -- STEP: 189/330 -- GLOBAL_STEP: 105350 | > loss_disc: 2.2453184127807617 (2.2379279502485145) | > loss_disc_real_0: 0.09422887861728668 (0.11305721279568773) | > loss_disc_real_1: 0.2670128345489502 (0.20316649634371367) | > loss_disc_real_2: 0.19462890923023224 (0.21548988027547403) | > loss_disc_real_3: 0.22826406359672546 (0.21889101828216875) | > loss_disc_real_4: 0.20894165337085724 (0.20925585042547296) | > loss_disc_real_5: 0.1978142112493515 (0.21096368812064012) | > loss_0: 2.2453184127807617 (2.2379279502485145) | > grad_norm_0: tensor(55.2896, device='cuda:0') (tensor(14.7440, device='cuda:0')) | > loss_gen: 2.5273501873016357 (2.649263133447636) | > loss_kl: 1.5512639284133911 (1.4882051869044228) | > loss_feat: 7.2624406814575195 (7.2703457307563255) | > loss_mel: 19.77549171447754 (20.78849388808799) | > loss_duration: 2.159358024597168 (2.123717274615373) | > loss_1: 33.275901794433594 (34.32002501512961) | > grad_norm_1: tensor(349.4833, device='cuda:0') (tensor(174.2673, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.4227 (0.36104856975494876) | > loader_time: 0.0051 (0.0038180641396335824)  --> TIME: 2024-06-10 17:15:36 -- STEP: 214/330 -- GLOBAL_STEP: 105375 | > loss_disc: 2.351396322250366 (2.2337441177011623) | > loss_disc_real_0: 0.18562659621238708 (0.11241266246293193) | > loss_disc_real_1: 0.2533548176288605 (0.2029546929575573) | > loss_disc_real_2: 0.2401716411113739 (0.21487083808283938) | > loss_disc_real_3: 0.2013804167509079 (0.21813663930814958) | > loss_disc_real_4: 0.2130504548549652 (0.21013226374008945) | > loss_disc_real_5: 0.2235019952058792 (0.21051909245341735) | > loss_0: 2.351396322250366 (2.2337441177011623) | > grad_norm_0: tensor(69.8550, device='cuda:0') (tensor(16.7615, device='cuda:0')) | > loss_gen: 2.5640978813171387 (2.66489719453259) | > loss_kl: 1.5496658086776733 (1.4909756673830692) | > loss_feat: 6.649259567260742 (7.306971362818067) | > loss_mel: 19.8452091217041 (20.743314841083272) | > loss_duration: 2.1971538066864014 (2.1285265377748805) | > loss_1: 32.80538558959961 (34.33468541475101) | > grad_norm_1: tensor(239.2703, device='cuda:0') (tensor(188.2416, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.4059 (0.36570374208075984) | > loader_time: 0.0046 (0.003966251266336885)  --> TIME: 2024-06-10 17:15:47 -- STEP: 239/330 -- GLOBAL_STEP: 105400 | > loss_disc: 2.3596460819244385 (2.2329802772490024) | > loss_disc_real_0: 0.09508070349693298 (0.11253186778231644) | > loss_disc_real_1: 0.1680598258972168 (0.20243176450041053) | > loss_disc_real_2: 0.1933613270521164 (0.2143809415680594) | > loss_disc_real_3: 0.25117266178131104 (0.21818552954925155) | > loss_disc_real_4: 0.233876571059227 (0.20953513232983306) | > loss_disc_real_5: 0.22430041432380676 (0.20968151603782523) | > loss_0: 2.3596460819244385 (2.2329802772490024) | > grad_norm_0: tensor(26.0269, device='cuda:0') (tensor(17.6943, device='cuda:0')) | > loss_gen: 2.6691040992736816 (2.666444044232867) | > loss_kl: 1.2852098941802979 (1.4870850566042018) | > loss_feat: 7.2607574462890625 (7.3285697873167415) | > loss_mel: 20.66163444519043 (20.72154390662285) | > loss_duration: 2.1495890617370605 (2.134991681226627) | > loss_1: 34.02629470825195 (34.33863432337548) | > grad_norm_1: tensor(327.8427, device='cuda:0') (tensor(201.1761, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.4013 (0.3700818217449109) | > loader_time: 0.0056 (0.004122583437165456)  --> TIME: 2024-06-10 17:15:57 -- STEP: 264/330 -- GLOBAL_STEP: 105425 | > loss_disc: 2.206394672393799 (2.2359620657834114) | > loss_disc_real_0: 0.1244465559720993 (0.1136934724071938) | > loss_disc_real_1: 0.20402084290981293 (0.20273509181358604) | > loss_disc_real_2: 0.1789488047361374 (0.21508904032860743) | > loss_disc_real_3: 0.235029935836792 (0.21857897384148656) | > loss_disc_real_4: 0.2372933179140091 (0.21007343827549255) | > loss_disc_real_5: 0.21916241943836212 (0.20996873509703257) | > loss_0: 2.206394672393799 (2.2359620657834114) | > grad_norm_0: tensor(26.1681, device='cuda:0') (tensor(18.1263, device='cuda:0')) | > loss_gen: 2.6214146614074707 (2.665204581889239) | > loss_kl: 1.3537667989730835 (1.4896037849512966) | > loss_feat: 7.390087127685547 (7.348151877070919) | > loss_mel: 20.55012321472168 (20.69059706456733) | > loss_duration: 2.2418112754821777 (2.140678935430267) | > loss_1: 34.15719985961914 (34.33423609444588) | > grad_norm_1: tensor(454.4824, device='cuda:0') (tensor(212.4563, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.4217 (0.3743550045923754) | > loader_time: 0.0058 (0.0042831112038005485)  --> TIME: 2024-06-10 17:16:09 -- STEP: 289/330 -- GLOBAL_STEP: 105450 | > loss_disc: 2.252631902694702 (2.2331663250510645) | > loss_disc_real_0: 0.11502034962177277 (0.1140517771476074) | > loss_disc_real_1: 0.1919167935848236 (0.2030799340418054) | > loss_disc_real_2: 0.20580771565437317 (0.21505234563226935) | > loss_disc_real_3: 0.2744661569595337 (0.21861840861891385) | > loss_disc_real_4: 0.2473142147064209 (0.20917147903293887) | > loss_disc_real_5: 0.2205064743757248 (0.2085527380135645) | > loss_0: 2.252631902694702 (2.2331663250510645) | > grad_norm_0: tensor(28.3602, device='cuda:0') (tensor(18.5603, device='cuda:0')) | > loss_gen: 2.6776506900787354 (2.6721883133620947) | > loss_kl: 1.548612117767334 (1.48687740428225) | > loss_feat: 7.6362223625183105 (7.390059035542102) | > loss_mel: 21.40536880493164 (20.642972622775698) | > loss_duration: 2.276813268661499 (2.1482773491255562) | > loss_1: 35.5446662902832 (34.340374527505524) | > grad_norm_1: tensor(331.4427, device='cuda:0') (tensor(222.1203, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.4536 (0.37993612998909626) | > loader_time: 0.0063 (0.004444829320412604)  --> TIME: 2024-06-10 17:16:21 -- STEP: 314/330 -- GLOBAL_STEP: 105475 | > loss_disc: 2.21993088722229 (2.236967607668249) | > loss_disc_real_0: 0.11442935466766357 (0.11454876271450216) | > loss_disc_real_1: 0.27333173155784607 (0.2039172915136739) | > loss_disc_real_2: 0.2022697627544403 (0.21535357272928693) | > loss_disc_real_3: 0.21028658747673035 (0.21908493610514207) | > loss_disc_real_4: 0.22108392417430878 (0.2096847067972657) | > loss_disc_real_5: 0.1982782483100891 (0.20850175856405004) | > loss_0: 2.21993088722229 (2.236967607668249) | > grad_norm_0: tensor(7.3417, device='cuda:0') (tensor(18.8136, device='cuda:0')) | > loss_gen: 2.6971728801727295 (2.6675729136558095) | > loss_kl: 1.3967305421829224 (1.4865470490637862) | > loss_feat: 7.880307674407959 (7.401044291295823) | > loss_mel: 19.744882583618164 (20.620763997363436) | > loss_duration: 2.3255672454833984 (2.1596024731162258) | > loss_1: 34.04466247558594 (34.33553052404123) | > grad_norm_1: tensor(135.2799, device='cuda:0') (tensor(227.9796, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.5138 (0.38846338402693464) | > loader_time: 0.0075 (0.004657007326745684)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0392892360687256 (2.0392892360687256) | > loss_disc_real_0: 0.07216672599315643 (0.07216672599315643) | > loss_disc_real_1: 0.19573020935058594 (0.19573020935058594) | > loss_disc_real_2: 0.1817798614501953 (0.1817798614501953) | > loss_disc_real_3: 0.18605422973632812 (0.18605422973632812) | > loss_disc_real_4: 0.18764939904212952 (0.18764939904212952) | > loss_disc_real_5: 0.14090748131275177 (0.14090748131275177) | > loss_0: 2.0392892360687256 (2.0392892360687256) | > loss_gen: 2.3983869552612305 (2.3983869552612305) | > loss_kl: 1.2418521642684937 (1.2418521642684937) | > loss_feat: 7.857605934143066 (7.857605934143066) | > loss_mel: 19.757675170898438 (19.757675170898438) | > loss_duration: 2.873110294342041 (2.873110294342041) | > loss_1: 34.128631591796875 (34.128631591796875)  --> STEP: 1 | > loss_disc: 2.613335371017456 (2.613335371017456) | > loss_disc_real_0: 0.1842879354953766 (0.1842879354953766) | > loss_disc_real_1: 0.3204978108406067 (0.3204978108406067) | > loss_disc_real_2: 0.2536962628364563 (0.2536962628364563) | > loss_disc_real_3: 0.3850668966770172 (0.3850668966770172) | > loss_disc_real_4: 0.304627388715744 (0.304627388715744) | > loss_disc_real_5: 0.30946648120880127 (0.30946648120880127) | > loss_0: 2.613335371017456 (2.613335371017456) | > loss_gen: 2.7013912200927734 (2.7013912200927734) | > loss_kl: 1.7680625915527344 (1.7680625915527344) | > loss_feat: 4.339013576507568 (4.339013576507568) | > loss_mel: 18.99982261657715 (18.99982261657715) | > loss_duration: 2.3455348014831543 (2.3455348014831543) | > loss_1: 30.153825759887695 (30.153825759887695)  --> STEP: 2 | > loss_disc: 2.0595927238464355 (2.336464047431946) | > loss_disc_real_0: 0.1159597858786583 (0.15012386068701744) | > loss_disc_real_1: 0.2571195960044861 (0.2888087034225464) | > loss_disc_real_2: 0.26719212532043457 (0.26044419407844543) | > loss_disc_real_3: 0.22044813632965088 (0.30275751650333405) | > loss_disc_real_4: 0.21406573057174683 (0.2593465596437454) | > loss_disc_real_5: 0.2408139556646347 (0.275140218436718) | > loss_0: 2.0595927238464355 (2.336464047431946) | > loss_gen: 3.0940988063812256 (2.8977450132369995) | > loss_kl: 1.4295533895492554 (1.5988079905509949) | > loss_feat: 6.641180992126465 (5.490097284317017) | > loss_mel: 21.90999984741211 (20.45491123199463) | > loss_duration: 2.4301657676696777 (2.387850284576416) | > loss_1: 35.50499725341797 (32.82941150665283)  --> STEP: 3 | > loss_disc: 2.303562879562378 (2.3254969914754233) | > loss_disc_real_0: 0.1683322638273239 (0.15619332840045294) | > loss_disc_real_1: 0.29767951369285583 (0.2917656401793162) | > loss_disc_real_2: 0.2610539495944977 (0.2606474459171295) | > loss_disc_real_3: 0.26285701990127563 (0.2894573509693146) | > loss_disc_real_4: 0.27488067746162415 (0.26452459891637164) | > loss_disc_real_5: 0.19815166294574738 (0.24947736660639444) | > loss_0: 2.303562879562378 (2.3254969914754233) | > loss_gen: 3.239955425262451 (3.011815150578817) | > loss_kl: 1.7704052925109863 (1.6560070912043254) | > loss_feat: 7.968142032623291 (6.316112200419108) | > loss_mel: 19.538047790527344 (20.149290084838867) | > loss_duration: 2.1821956634521484 (2.31929874420166) | > loss_1: 34.69874572753906 (33.45252291361491)  --> STEP: 4 | > loss_disc: 2.1927077770233154 (2.2922996878623962) | > loss_disc_real_0: 0.2598477602005005 (0.18210693635046482) | > loss_disc_real_1: 0.21941256523132324 (0.27367737144231796) | > loss_disc_real_2: 0.22228409349918365 (0.25105660781264305) | > loss_disc_real_3: 0.2408008873462677 (0.27729323506355286) | > loss_disc_real_4: 0.18967680633068085 (0.24581265076994896) | > loss_disc_real_5: 0.1834106743335724 (0.23296069353818893) | > loss_0: 2.1927077770233154 (2.2922996878623962) | > loss_gen: 2.9832229614257812 (3.004667103290558) | > loss_kl: 1.9642219543457031 (1.7330608069896698) | > loss_feat: 7.836400508880615 (6.696184277534485) | > loss_mel: 20.38916778564453 (20.209259510040283) | > loss_duration: 2.2366909980773926 (2.2986468076705933) | > loss_1: 35.40970230102539 (33.94181776046753)  --> STEP: 5 | > loss_disc: 2.2591497898101807 (2.285669708251953) | > loss_disc_real_0: 0.11890077590942383 (0.16946570426225663) | > loss_disc_real_1: 0.31991955637931824 (0.28292580842971804) | > loss_disc_real_2: 0.3073450028896332 (0.2623142868280411) | > loss_disc_real_3: 0.270675927400589 (0.2759697735309601) | > loss_disc_real_4: 0.24223972856998444 (0.24509806632995607) | > loss_disc_real_5: 0.2137737274169922 (0.2291233003139496) | > loss_0: 2.2591497898101807 (2.285669708251953) | > loss_gen: 2.9108681678771973 (2.9859073162078857) | > loss_kl: 1.5636162757873535 (1.6991719007492065) | > loss_feat: 7.1522698402404785 (6.787401390075684) | > loss_mel: 19.439653396606445 (20.055338287353514) | > loss_duration: 2.3821346759796143 (2.3153443813323973) | > loss_1: 33.448543548583984 (33.84316291809082)  --> STEP: 6 | > loss_disc: 1.8885085582733154 (2.2194761832555137) | > loss_disc_real_0: 0.050402745604515076 (0.1496218778192997) | > loss_disc_real_1: 0.1533171832561493 (0.2613243709007899) | > loss_disc_real_2: 0.261397123336792 (0.26216142624616623) | > loss_disc_real_3: 0.22919979691505432 (0.26817477742830914) | > loss_disc_real_4: 0.2214449942111969 (0.2411558876434962) | > loss_disc_real_5: 0.219329833984375 (0.22749105592568716) | > loss_0: 1.8885085582733154 (2.2194761832555137) | > loss_gen: 3.131998062133789 (3.010255773862203) | > loss_kl: 2.0394113063812256 (1.755878468354543) | > loss_feat: 8.248309135437012 (7.030886014302571) | > loss_mel: 23.30875015258789 (20.59757359822591) | > loss_duration: 2.1280736923217773 (2.2841325998306274) | > loss_1: 38.856544494628906 (34.678726514180504)  --> STEP: 7 | > loss_disc: 2.400344133377075 (2.245314461844308) | > loss_disc_real_0: 0.13417598605155945 (0.14741532185247966) | > loss_disc_real_1: 0.23358574509620667 (0.2573617100715637) | > loss_disc_real_2: 0.2792017161846161 (0.2645957533802305) | > loss_disc_real_3: 0.24583396315574646 (0.2649832325322287) | > loss_disc_real_4: 0.24985261261463165 (0.24239827692508698) | > loss_disc_real_5: 0.2818186581134796 (0.23525214195251465) | > loss_0: 2.400344133377075 (2.245314461844308) | > loss_gen: 2.7377474308013916 (2.971326010567801) | > loss_kl: 1.9425740242004395 (1.782549262046814) | > loss_feat: 6.268987655639648 (6.92204339163644) | > loss_mel: 20.79913902282715 (20.62636865888323) | > loss_duration: 2.4158782958984375 (2.3029534135546004) | > loss_1: 34.16432571411133 (34.60524068559919)  --> STEP: 8 | > loss_disc: 2.328439474105835 (2.255705088376999) | > loss_disc_real_0: 0.1311049908399582 (0.14537653047591448) | > loss_disc_real_1: 0.2007826566696167 (0.25028932839632034) | > loss_disc_real_2: 0.35962027311325073 (0.276473818346858) | > loss_disc_real_3: 0.1855558156967163 (0.2550548054277897) | > loss_disc_real_4: 0.15988560020923615 (0.23208419233560562) | > loss_disc_real_5: 0.19152545928955078 (0.22978630661964417) | > loss_0: 2.328439474105835 (2.255705088376999) | > loss_gen: 2.5941526889801025 (2.924179345369339) | > loss_kl: 1.9554388523101807 (1.8041604608297348) | > loss_feat: 7.843436241149902 (7.037217497825623) | > loss_mel: 23.58881950378418 (20.99667501449585) | > loss_duration: 2.1733357906341553 (2.2867512106895447) | > loss_1: 38.15518569946289 (35.04898381233215)  --> STEP: 9 | > loss_disc: 2.3272511959075928 (2.2636546558803983) | > loss_disc_real_0: 0.24116134643554688 (0.1560192878047625) | > loss_disc_real_1: 0.1608646810054779 (0.24035325646400452) | > loss_disc_real_2: 0.3268629312515259 (0.2820726086695989) | > loss_disc_real_3: 0.22474126517772675 (0.2516866342888938) | > loss_disc_real_4: 0.23012562096118927 (0.2318665732940038) | > loss_disc_real_5: 0.12994763255119324 (0.2186931206120385) | > loss_0: 2.3272511959075928 (2.2636546558803983) | > loss_gen: 2.7096662521362305 (2.900344557232327) | > loss_kl: 1.5284180641174316 (1.77352241675059) | > loss_feat: 7.9000630378723145 (7.1330892244974775) | > loss_mel: 21.70413589477539 (21.075281778971355) | > loss_duration: 2.104872226715088 (2.266542434692383) | > loss_1: 35.94715881347656 (35.148781034681534)  --> STEP: 10 | > loss_disc: 2.7894279956817627 (2.3162319898605346) | > loss_disc_real_0: 0.18592363595962524 (0.1590097226202488) | > loss_disc_real_1: 0.33057233691215515 (0.24937516450881958) | > loss_disc_real_2: 0.34726694226264954 (0.288592042028904) | > loss_disc_real_3: 0.37200406193733215 (0.26371837705373763) | > loss_disc_real_4: 0.400539368391037 (0.24873385280370713) | > loss_disc_real_5: 0.40538856387138367 (0.23736266493797303) | > loss_0: 2.7894279956817627 (2.3162319898605346) | > loss_gen: 2.856452226638794 (2.8959553241729736) | > loss_kl: 2.0556318759918213 (1.8017333626747132) | > loss_feat: 4.775405406951904 (6.89732084274292) | > loss_mel: 17.92774772644043 (20.760528373718262) | > loss_duration: 2.23124623298645 (2.2630128145217894) | > loss_1: 29.846485137939453 (34.61855144500733)  --> STEP: 11 | > loss_disc: 2.546504497528076 (2.3371658541939477) | > loss_disc_real_0: 0.18622148036956787 (0.1614835187792778) | > loss_disc_real_1: 0.24904482066631317 (0.2493451332504099) | > loss_disc_real_2: 0.34360581636428833 (0.2935932942412116) | > loss_disc_real_3: 0.26984232664108276 (0.2642750997434963) | > loss_disc_real_4: 0.31718289852142334 (0.2549564933234995) | > loss_disc_real_5: 0.31373533606529236 (0.2443056350404566) | > loss_0: 2.546504497528076 (2.3371658541939477) | > loss_gen: 2.955662250518799 (2.901383226568049) | > loss_kl: 2.313805341720581 (1.848285360769792) | > loss_feat: 6.2221760749816895 (6.835944045673717) | > loss_mel: 20.750732421875 (20.7596378326416) | > loss_duration: 2.3866734504699707 (2.2742546905170786) | > loss_1: 34.62904739379883 (34.61950562217019)  --> STEP: 12 | > loss_disc: 2.4768640995025635 (2.3488073746363325) | > loss_disc_real_0: 0.18454653024673462 (0.16340543640156588) | > loss_disc_real_1: 0.2862902283668518 (0.25242389117678005) | > loss_disc_real_2: 0.3052220344543457 (0.29456235592563945) | > loss_disc_real_3: 0.3107626140117645 (0.268149059265852) | > loss_disc_real_4: 0.25783005356788635 (0.2551959566771984) | > loss_disc_real_5: 0.23995262384414673 (0.24394288410743079) | > loss_0: 2.4768640995025635 (2.3488073746363325) | > loss_gen: 2.8117623329162598 (2.893914818763733) | > loss_kl: 2.1189680099487305 (1.8708422482013702) | > loss_feat: 6.422842025756836 (6.80151887734731) | > loss_mel: 21.312896728515625 (20.805742740631104) | > loss_duration: 2.232424736022949 (2.270768860975901) | > loss_1: 34.898895263671875 (34.642788092295326)  --> STEP: 13 | > loss_disc: 2.5927493572235107 (2.3675721425276537) | > loss_disc_real_0: 0.1943015456199646 (0.16578206018759653) | > loss_disc_real_1: 0.3005521297454834 (0.2561260633743726) | > loss_disc_real_2: 0.29033684730529785 (0.2942373168009978) | > loss_disc_real_3: 0.26921528577804565 (0.2682310766898669) | > loss_disc_real_4: 0.26205676794052124 (0.2557237113897617) | > loss_disc_real_5: 0.23467695713043213 (0.24323012049381548) | > loss_0: 2.5927493572235107 (2.3675721425276537) | > loss_gen: 2.7040441036224365 (2.8793093791374793) | > loss_kl: 2.09492826461792 (1.8880796340795665) | > loss_feat: 6.144972324371338 (6.751015296349158) | > loss_mel: 20.87234878540039 (20.810866282536434) | > loss_duration: 2.10675048828125 (2.2581520630763126) | > loss_1: 33.92304229736328 (34.58742303114671)  --> STEP: 14 | > loss_disc: 1.7917931079864502 (2.326445068631853) | > loss_disc_real_0: 0.10896605253219604 (0.1617237739264965) | > loss_disc_real_1: 0.16247110068798065 (0.24943642318248746) | > loss_disc_real_2: 0.14894147217273712 (0.2838590421846935) | > loss_disc_real_3: 0.14009612798690796 (0.25907858035394127) | > loss_disc_real_4: 0.18964910507202148 (0.2510040966527803) | > loss_disc_real_5: 0.19181576371192932 (0.23955766643796647) | > loss_0: 1.7917931079864502 (2.326445068631853) | > loss_gen: 2.9725847244262695 (2.8859719038009644) | > loss_kl: 2.241036891937256 (1.913290866783687) | > loss_feat: 8.234800338745117 (6.856999942234585) | > loss_mel: 23.263391494750977 (20.986046654837473) | > loss_duration: 2.3870174884796143 (2.2673567363194054) | > loss_1: 39.09882736206055 (34.90966619764056)  --> STEP: 15 | > loss_disc: 2.2444794178009033 (2.32098069190979) | > loss_disc_real_0: 0.12873171269893646 (0.15952430317799252) | > loss_disc_real_1: 0.2206932157278061 (0.24752020935217536) | > loss_disc_real_2: 0.23875518143177032 (0.2808521181344986) | > loss_disc_real_3: 0.2737484574317932 (0.2600565721591314) | > loss_disc_real_4: 0.18720075488090515 (0.24675054053465528) | > loss_disc_real_5: 0.2473442554473877 (0.2400767723719279) | > loss_0: 2.2444794178009033 (2.32098069190979) | > loss_gen: 2.913367748260498 (2.8877982934316) | > loss_kl: 1.9917560815811157 (1.9185218811035156) | > loss_feat: 7.662626266479492 (6.910708363850912) | > loss_mel: 22.419462203979492 (21.08160769144694) | > loss_duration: 2.2558140754699707 (2.26658722559611) | > loss_1: 37.24302673339844 (35.06522356669109)  --> STEP: 16 | > loss_disc: 2.023123025894165 (2.3023645877838135) | > loss_disc_real_0: 0.10251714289188385 (0.1559613556601107) | > loss_disc_real_1: 0.26194021105766296 (0.24842145945876834) | > loss_disc_real_2: 0.3850840926170349 (0.2873666165396571) | > loss_disc_real_3: 0.2246256172657013 (0.25784213747829204) | > loss_disc_real_4: 0.1856267899274826 (0.242930306121707) | > loss_disc_real_5: 0.15788504481315613 (0.23493978939950466) | > loss_0: 2.023123025894165 (2.3023645877838135) | > loss_gen: 3.454937696456909 (2.9232445061206818) | > loss_kl: 1.7518945932388306 (1.9081076756119728) | > loss_feat: 9.45093059539795 (7.069472253322601) | > loss_mel: 21.510204315185547 (21.108394980430603) | > loss_duration: 2.339376926422119 (2.2711365818977356) | > loss_1: 38.50734329223633 (35.280356049537666)  --> STEP: 17 | > loss_disc: 2.04660964012146 (2.287320179097793) | > loss_disc_real_0: 0.13432331383228302 (0.1546885296702385) | > loss_disc_real_1: 0.29913049936294556 (0.2514043441590141) | > loss_disc_real_2: 0.3771217465400696 (0.29264633006909313) | > loss_disc_real_3: 0.2755905091762543 (0.25888615934287806) | > loss_disc_real_4: 0.19834119081497192 (0.24030741698601665) | > loss_disc_real_5: 0.21729326248168945 (0.23390175840433905) | > loss_0: 2.04660964012146 (2.287320179097793) | > loss_gen: 3.498882532119751 (2.9571055664735684) | > loss_kl: 1.4904834032058716 (1.8835415419410257) | > loss_feat: 8.306182861328125 (7.142219936146455) | > loss_mel: 21.06780433654785 (21.106007295496322) | > loss_duration: 2.381098508834839 (2.2776049305410946) | > loss_1: 36.74445343017578 (35.36647942486932)  --> STEP: 18 | > loss_disc: 2.316422939300537 (2.2889369991090565) | > loss_disc_real_0: 0.11767685413360596 (0.1526323254737589) | > loss_disc_real_1: 0.16157551109790802 (0.24641385343339708) | > loss_disc_real_2: 0.2545372247695923 (0.29052915755245423) | > loss_disc_real_3: 0.3095943033695221 (0.26170327845546937) | > loss_disc_real_4: 0.2834031283855438 (0.24270162317487928) | > loss_disc_real_5: 0.23225849866867065 (0.23381046619680193) | > loss_0: 2.316422939300537 (2.2889369991090565) | > loss_gen: 2.7399868965148926 (2.9450434181425305) | > loss_kl: 1.8876042366027832 (1.8837672472000122) | > loss_feat: 7.269375801086426 (7.149284150865343) | > loss_mel: 18.2017879486084 (20.944661776224773) | > loss_duration: 2.206582546234131 (2.273659242524041) | > loss_1: 32.305335998535156 (35.19641590118409)  --> STEP: 19 | > loss_disc: 2.0050594806671143 (2.2739960770857963) | > loss_disc_real_0: 0.1148025169968605 (0.15064128292234322) | > loss_disc_real_1: 0.21078428626060486 (0.2445386130558817) | > loss_disc_real_2: 0.29781076312065125 (0.2909123999507804) | > loss_disc_real_3: 0.19058260321617126 (0.25796008502182205) | > loss_disc_real_4: 0.2395072728395462 (0.24253349947301964) | > loss_disc_real_5: 0.17653575539588928 (0.230796007733596) | > loss_0: 2.0050594806671143 (2.2739960770857963) | > loss_gen: 2.949784278869629 (2.9452929371281673) | > loss_kl: 1.5883307456970215 (1.8682179576472233) | > loss_feat: 8.869738578796387 (7.239834383914345) | > loss_mel: 19.45142364501953 (20.866070295635023) | > loss_duration: 2.3072853088378906 (2.275429035487928) | > loss_1: 35.166561126708984 (35.19484459726434)  --> STEP: 20 | > loss_disc: 2.068406581878662 (2.2637166023254394) | > loss_disc_real_0: 0.058520182967185974 (0.14603522792458537) | > loss_disc_real_1: 0.13343150913715363 (0.2389832578599453) | > loss_disc_real_2: 0.24562974274158478 (0.2886482670903206) | > loss_disc_real_3: 0.27901914715766907 (0.25901303812861437) | > loss_disc_real_4: 0.2329329401254654 (0.24205347150564194) | > loss_disc_real_5: 0.29491937160491943 (0.23400217592716216) | > loss_0: 2.068406581878662 (2.2637166023254394) | > loss_gen: 2.873162269592285 (2.9416864037513735) | > loss_kl: 1.390564203262329 (1.8443352699279785) | > loss_feat: 7.291632175445557 (7.242424273490906) | > loss_mel: 22.967573165893555 (20.97114543914795) | > loss_duration: 2.329681873321533 (2.278141677379608) | > loss_1: 36.85261154174805 (35.27773294448853)  --> STEP: 21 | > loss_disc: 2.6925878524780273 (2.284139042808896) | > loss_disc_real_0: 0.2218371033668518 (0.14964484104088377) | > loss_disc_real_1: 0.3234280049800873 (0.24300443629423776) | > loss_disc_real_2: 0.2990534007549286 (0.2891437496457781) | > loss_disc_real_3: 0.2540402114391327 (0.2587762368576867) | > loss_disc_real_4: 0.26759645342826843 (0.24326980397814796) | > loss_disc_real_5: 0.3056221604347229 (0.23741265137990317) | > loss_0: 2.6925878524780273 (2.284139042808896) | > loss_gen: 2.71065092086792 (2.9306847140902565) | > loss_kl: 2.051069736480713 (1.8541797683352517) | > loss_feat: 6.042547225952148 (7.185287271227155) | > loss_mel: 20.24042510986328 (20.936349232991535) | > loss_duration: 2.1407470703125 (2.271599077043079) | > loss_1: 33.18544006347656 (35.178099950154625)  --> STEP: 22 | > loss_disc: 2.529418706893921 (2.2952881184491245) | > loss_disc_real_0: 0.17112350463867188 (0.15062114393169232) | > loss_disc_real_1: 0.278482586145401 (0.24461707946929065) | > loss_disc_real_2: 0.2868053913116455 (0.28903746063059027) | > loss_disc_real_3: 0.26705995202064514 (0.2591527693650939) | > loss_disc_real_4: 0.22133494913578033 (0.2422727651216767) | > loss_disc_real_5: 0.23313206434249878 (0.23721807924183932) | > loss_0: 2.529418706893921 (2.2952881184491245) | > loss_gen: 2.50305438041687 (2.911246971650557) | > loss_kl: 1.4223591089248657 (1.8345515565438704) | > loss_feat: 6.871980667114258 (7.171046061949297) | > loss_mel: 18.775970458984375 (20.838150197809394) | > loss_duration: 2.1388602256774902 (2.2655654928900977) | > loss_1: 31.71222496032715 (35.020560177889735)  --> STEP: 23 | > loss_disc: 2.401247262954712 (2.299895037775454) | > loss_disc_real_0: 0.1825479418039322 (0.15200926557831143) | > loss_disc_real_1: 0.25669363141059875 (0.2451421469449997) | > loss_disc_real_2: 0.25293993949890137 (0.28746800319008203) | > loss_disc_real_3: 0.25422996282577515 (0.258938734298167) | > loss_disc_real_4: 0.26136380434036255 (0.24310281030509784) | > loss_disc_real_5: 0.280635803937912 (0.23910580640253815) | > loss_0: 2.401247262954712 (2.299895037775454) | > loss_gen: 2.8209238052368164 (2.9073198774586553) | > loss_kl: 1.9421849250793457 (1.839231268219326) | > loss_feat: 6.112115383148193 (7.125005597653597) | > loss_mel: 20.29608154296875 (20.81458199542502) | > loss_duration: 2.270939826965332 (2.265799159589021) | > loss_1: 33.44224548339844 (34.951937799868375)  --> STEP: 24 | > loss_disc: 2.3298826217651367 (2.301144520441691) | > loss_disc_real_0: 0.13558217883110046 (0.15132480363051096) | > loss_disc_real_1: 0.19904780387878418 (0.24322154931724072) | > loss_disc_real_2: 0.2684166431427002 (0.28667419652144116) | > loss_disc_real_3: 0.3461388051509857 (0.2625720705837011) | > loss_disc_real_4: 0.3428362309932709 (0.24725836950043836) | > loss_disc_real_5: 0.3472016751766205 (0.24360980093479156) | > loss_0: 2.3298826217651367 (2.301144520441691) | > loss_gen: 3.044269561767578 (2.9130261143048606) | > loss_kl: 2.040645122528076 (1.8476235121488571) | > loss_feat: 6.707780838012695 (7.107621232668559) | > loss_mel: 22.17340660095215 (20.871199687321983) | > loss_duration: 2.3911380767822266 (2.271021614472071) | > loss_1: 36.35723876953125 (35.01049200693766)  --> STEP: 25 | > loss_disc: 2.3697409629821777 (2.3038883781433106) | > loss_disc_real_0: 0.14855284988880157 (0.1512139254808426) | > loss_disc_real_1: 0.16772671043872833 (0.24020175576210023) | > loss_disc_real_2: 0.36942389607429504 (0.2899841845035553) | > loss_disc_real_3: 0.2517976760864258 (0.26214109480381004) | > loss_disc_real_4: 0.23026156425476074 (0.24657849729061126) | > loss_disc_real_5: 0.18949206173419952 (0.2414450913667679) | > loss_0: 2.3697409629821777 (2.3038883781433106) | > loss_gen: 2.5367045402526855 (2.8979732513427736) | > loss_kl: 2.2603678703308105 (1.8641332864761353) | > loss_feat: 10.434366226196289 (7.240691032409668) | > loss_mel: 21.143285751342773 (20.882083129882812) | > loss_duration: 2.351616382598877 (2.2742454051971435) | > loss_1: 38.726341247558594 (35.1591259765625)  --> STEP: 26 | > loss_disc: 2.8917012214660645 (2.326496564424955) | > loss_disc_real_0: 0.19724813103675842 (0.15298447184837782) | > loss_disc_real_1: 0.2361704409122467 (0.240046705190952) | > loss_disc_real_2: 0.28261205554008484 (0.28970064108188337) | > loss_disc_real_3: 0.2699929177761078 (0.2624430879950523) | > loss_disc_real_4: 0.26007500290870667 (0.24709759366053802) | > loss_disc_real_5: 0.2885458469390869 (0.24325665888878015) | > loss_0: 2.8917012214660645 (2.326496564424955) | > loss_gen: 1.986109733581543 (2.862901577582726) | > loss_kl: 1.8408921957015991 (1.8632393983694224) | > loss_feat: 5.71221923828125 (7.181903655712421) | > loss_mel: 15.497533798217773 (20.674985078664925) | > loss_duration: 2.3370213508605957 (2.2766598646457377) | > loss_1: 27.373775482177734 (34.859689419086166) --> EVAL PERFORMANCE | > avg_loader_time: 0.002305406790513259 (-3.389211801382158e-05) | > avg_loss_disc: 2.326496564424955 (+0.1311996716719408) | > avg_loss_disc_real_0: 0.15298447184837782 (+0.06283660175708625) | > avg_loss_disc_real_1: 0.240046705190952 (+0.09066607430577278) | > avg_loss_disc_real_2: 0.28970064108188337 (+0.06587487258590186) | > avg_loss_disc_real_3: 0.2624430879950523 (+0.019247506673519377) | > avg_loss_disc_real_4: 0.24709759366053802 (+0.03686952762878859) | > avg_loss_disc_real_5: 0.24325665888878015 (+0.0006964688117687412) | > avg_loss_0: 2.326496564424955 (+0.1311996716719408) | > avg_loss_gen: 2.862901577582726 (+0.30813146554506776) | > avg_loss_kl: 1.8632393983694224 (+0.06561151605386017) | > avg_loss_feat: 7.181903655712421 (-0.5198066234588623) | > avg_loss_mel: 20.674985078664925 (-0.6185835324800948) | > avg_loss_duration: 2.2766598646457377 (-0.0017009423329286122) | > avg_loss_1: 34.859689419086166 (-0.7663481785700839)  > EPOCH: 53/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:16:48)   --> TIME: 2024-06-10 17:16:52 -- STEP: 9/330 -- GLOBAL_STEP: 105500 | > loss_disc: 2.3659110069274902 (2.2929422325558133) | > loss_disc_real_0: 0.10682262480258942 (0.12485994398593903) | > loss_disc_real_1: 0.23791325092315674 (0.19427496857113308) | > loss_disc_real_2: 0.2455996870994568 (0.22225219508012137) | > loss_disc_real_3: 0.2981627583503723 (0.24045091536309984) | > loss_disc_real_4: 0.20239000022411346 (0.2182457579506768) | > loss_disc_real_5: 0.21491853892803192 (0.21198096540239122) | > loss_0: 2.3659110069274902 (2.2929422325558133) | > grad_norm_0: tensor(7.2826, device='cuda:0') (tensor(11.3158, device='cuda:0')) | > loss_gen: 2.6322615146636963 (2.5227564175923667) | > loss_kl: 1.3855897188186646 (1.5348888635635376) | > loss_feat: 7.172181129455566 (6.510556062062581) | > loss_mel: 21.40570068359375 (20.777034759521484) | > loss_duration: 2.2370858192443848 (2.3396766980489097) | > loss_1: 34.832820892333984 (33.68491236368815) | > grad_norm_1: tensor(161.0754, device='cuda:0') (tensor(120.3367, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3227 (0.32873884836832684) | > loader_time: 0.0028 (0.0029052098592122397) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_105500.pth  --> TIME: 2024-06-10 17:17:05 -- STEP: 34/330 -- GLOBAL_STEP: 105525 | > loss_disc: 2.1971826553344727 (2.2364236326778637) | > loss_disc_real_0: 0.11693980544805527 (0.11767481968683355) | > loss_disc_real_1: 0.2030322253704071 (0.19557673703221715) | > loss_disc_real_2: 0.17585664987564087 (0.21140880532124462) | > loss_disc_real_3: 0.21484869718551636 (0.2258725898230777) | > loss_disc_real_4: 0.1844753921031952 (0.2116869701182141) | > loss_disc_real_5: 0.21343699097633362 (0.21022982588585684) | > loss_0: 2.1971826553344727 (2.2364236326778637) | > grad_norm_0: tensor(5.8332, device='cuda:0') (tensor(9.2192, device='cuda:0')) | > loss_gen: 2.6383769512176514 (2.6028229208553535) | > loss_kl: 1.5986069440841675 (1.5025664848439835) | > loss_feat: 7.602288246154785 (6.964406826916863) | > loss_mel: 21.28374481201172 (20.668556045083445) | > loss_duration: 2.176799774169922 (2.187435241306529) | > loss_1: 35.2998161315918 (33.9257874769323) | > grad_norm_1: tensor(153.0585, device='cuda:0') (tensor(106.5797, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3273 (0.3392769659266752) | > loader_time: 0.003 (0.0030075662276324105)  --> TIME: 2024-06-10 17:17:14 -- STEP: 59/330 -- GLOBAL_STEP: 105550 | > loss_disc: 2.3778839111328125 (2.2315168946476303) | > loss_disc_real_0: 0.13114818930625916 (0.11563310229172141) | > loss_disc_real_1: 0.24276673793792725 (0.19928186323683142) | > loss_disc_real_2: 0.21877560019493103 (0.2133630648002786) | > loss_disc_real_3: 0.2558256983757019 (0.2248100315110158) | > loss_disc_real_4: 0.27486568689346313 (0.21114233338226707) | > loss_disc_real_5: 0.2615375220775604 (0.20948715103884874) | > loss_0: 2.3778839111328125 (2.2315168946476303) | > grad_norm_0: tensor(50.5243, device='cuda:0') (tensor(11.9450, device='cuda:0')) | > loss_gen: 2.4372801780700684 (2.6308369232436357) | > loss_kl: 1.440971851348877 (1.521814829212124) | > loss_feat: 6.739628791809082 (7.134651135590117) | > loss_mel: 18.8568058013916 (20.638811596369347) | > loss_duration: 2.063638687133789 (2.1437583838478984) | > loss_1: 31.538326263427734 (34.06987274299233) | > grad_norm_1: tensor(341.2563, device='cuda:0') (tensor(156.4361, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3443 (0.34061258930270955) | > loader_time: 0.0036 (0.003176899279578257)  --> TIME: 2024-06-10 17:17:22 -- STEP: 84/330 -- GLOBAL_STEP: 105575 | > loss_disc: 2.187736988067627 (2.22809608777364) | > loss_disc_real_0: 0.12040656805038452 (0.11409619778749489) | > loss_disc_real_1: 0.1883436143398285 (0.19998777515831442) | > loss_disc_real_2: 0.2262384444475174 (0.2140474676021508) | > loss_disc_real_3: 0.19193080067634583 (0.22113000814403808) | > loss_disc_real_4: 0.17988845705986023 (0.20966646447777748) | > loss_disc_real_5: 0.23229719698429108 (0.20790763057413555) | > loss_0: 2.187736988067627 (2.22809608777364) | > grad_norm_0: tensor(19.3466, device='cuda:0') (tensor(14.8572, device='cuda:0')) | > loss_gen: 2.644089698791504 (2.633322312718346) | > loss_kl: 1.4436148405075073 (1.5110804282483605) | > loss_feat: 7.817022800445557 (7.180434068044026) | > loss_mel: 20.281719207763672 (20.6306305158706) | > loss_duration: 2.165837287902832 (2.1253205977735052) | > loss_1: 34.3522834777832 (34.08078786305018) | > grad_norm_1: tensor(296.1195, device='cuda:0') (tensor(184.2199, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.349 (0.343481109255836) | > loader_time: 0.0045 (0.0032891858191717244)  --> TIME: 2024-06-10 17:17:32 -- STEP: 109/330 -- GLOBAL_STEP: 105600 | > loss_disc: 2.1758413314819336 (2.2319739105504586) | > loss_disc_real_0: 0.1393587589263916 (0.11363906813187337) | > loss_disc_real_1: 0.23173673450946808 (0.20091275556371843) | > loss_disc_real_2: 0.22664573788642883 (0.21260231911042415) | > loss_disc_real_3: 0.20750197768211365 (0.22059602037482307) | > loss_disc_real_4: 0.2100134789943695 (0.21059151171544277) | > loss_disc_real_5: 0.18295131623744965 (0.20857039545107325) | > loss_0: 2.1758413314819336 (2.2319739105504586) | > grad_norm_0: tensor(22.4808, device='cuda:0') (tensor(16.2888, device='cuda:0')) | > loss_gen: 2.695598602294922 (2.634275510770465) | > loss_kl: 1.3318650722503662 (1.5126131423022775) | > loss_feat: 7.392456531524658 (7.185249704833424) | > loss_mel: 20.164749145507812 (20.54901793243689) | > loss_duration: 2.046976089477539 (2.119294246402355) | > loss_1: 33.63164520263672 (34.000450501748176) | > grad_norm_1: tensor(231.1011, device='cuda:0') (tensor(203.7756, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3789 (0.34767489477035096) | > loader_time: 0.0039 (0.0034039304890763874)  --> TIME: 2024-06-10 17:17:41 -- STEP: 134/330 -- GLOBAL_STEP: 105625 | > loss_disc: 2.0845701694488525 (2.23226338535992) | > loss_disc_real_0: 0.10983572900295258 (0.11274109875310713) | > loss_disc_real_1: 0.21701523661613464 (0.2018551203741956) | > loss_disc_real_2: 0.2466525435447693 (0.21337372331476923) | > loss_disc_real_3: 0.18400537967681885 (0.2200162753240386) | > loss_disc_real_4: 0.2000635862350464 (0.21093996558616412) | > loss_disc_real_5: 0.1778804361820221 (0.20890385968916456) | > loss_0: 2.0845701694488525 (2.23226338535992) | > grad_norm_0: tensor(14.1003, device='cuda:0') (tensor(15.7185, device='cuda:0')) | > loss_gen: 2.7743442058563232 (2.64107666798492) | > loss_kl: 1.5570790767669678 (1.514943045466694) | > loss_feat: 8.055277824401855 (7.214685571727468) | > loss_mel: 21.1632080078125 (20.590843214917545) | > loss_duration: 2.113231658935547 (2.1183986138941626) | > loss_1: 35.663143157958984 (34.07994710153607) | > grad_norm_1: tensor(145.6287, device='cuda:0') (tensor(203.0527, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3505 (0.35030845207954514) | > loader_time: 0.0041 (0.003516636677642367)  --> TIME: 2024-06-10 17:17:50 -- STEP: 159/330 -- GLOBAL_STEP: 105650 | > loss_disc: 2.204580068588257 (2.2365221392433585) | > loss_disc_real_0: 0.09012171626091003 (0.11318653030028133) | > loss_disc_real_1: 0.20643429458141327 (0.2025703084918688) | > loss_disc_real_2: 0.27344557642936707 (0.21392780411168463) | > loss_disc_real_3: 0.23282791674137115 (0.21933144621504178) | > loss_disc_real_4: 0.22236637771129608 (0.20965425576428948) | > loss_disc_real_5: 0.21803730726242065 (0.20903567660529668) | > loss_0: 2.204580068588257 (2.2365221392433585) | > grad_norm_0: tensor(8.0792, device='cuda:0') (tensor(15.2611, device='cuda:0')) | > loss_gen: 2.8092727661132812 (2.6350682306589577) | > loss_kl: 1.6350468397140503 (1.5207677187409796) | > loss_feat: 7.265373229980469 (7.215979285210183) | > loss_mel: 20.081398010253906 (20.595345731051474) | > loss_duration: 2.101984977722168 (2.117747214605223) | > loss_1: 33.8930778503418 (34.08490828748019) | > grad_norm_1: tensor(109.7537, device='cuda:0') (tensor(199.5896, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3967 (0.3544803925280301) | > loader_time: 0.005 (0.0036401238831334144)  --> TIME: 2024-06-10 17:18:00 -- STEP: 184/330 -- GLOBAL_STEP: 105675 | > loss_disc: 2.1942498683929443 (2.2344153549360173) | > loss_disc_real_0: 0.13647419214248657 (0.11405012250432502) | > loss_disc_real_1: 0.17121827602386475 (0.20256220160619073) | > loss_disc_real_2: 0.2506710886955261 (0.21392322080614773) | > loss_disc_real_3: 0.22490240633487701 (0.21824588626623154) | > loss_disc_real_4: 0.22941935062408447 (0.20925548640282257) | > loss_disc_real_5: 0.23617713153362274 (0.20883539926422687) | > loss_0: 2.1942498683929443 (2.2344153549360173) | > grad_norm_0: tensor(24.0461, device='cuda:0') (tensor(14.9126, device='cuda:0')) | > loss_gen: 2.8355140686035156 (2.6376866866712985) | > loss_kl: 1.540270447731018 (1.5277435883231791) | > loss_feat: 7.5037994384765625 (7.2537984692532085) | > loss_mel: 20.64012336730957 (20.613894120506625) | > loss_duration: 2.1308064460754395 (2.1215100502190394) | > loss_1: 34.6505126953125 (34.154633076294616) | > grad_norm_1: tensor(228.1336, device='cuda:0') (tensor(196.1410, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3854 (0.3583201429118282) | > loader_time: 0.005 (0.0037619160569232445)  --> TIME: 2024-06-10 17:18:10 -- STEP: 209/330 -- GLOBAL_STEP: 105700 | > loss_disc: 2.0781688690185547 (2.2335539810965486) | > loss_disc_real_0: 0.08389459550380707 (0.11398991621567302) | > loss_disc_real_1: 0.17817647755146027 (0.20313549512311033) | > loss_disc_real_2: 0.20990610122680664 (0.2136611677527998) | > loss_disc_real_3: 0.19498786330223083 (0.21878778449656291) | > loss_disc_real_4: 0.1905273199081421 (0.2087583884810717) | > loss_disc_real_5: 0.2219117283821106 (0.20794857860181898) | > loss_0: 2.0781688690185547 (2.2335539810965486) | > grad_norm_0: tensor(30.6511, device='cuda:0') (tensor(15.5615, device='cuda:0')) | > loss_gen: 2.820373296737671 (2.6400444929679603) | > loss_kl: 1.6991842985153198 (1.529724263118215) | > loss_feat: 8.133132934570312 (7.272522707304886) | > loss_mel: 20.747289657592773 (20.61422246723084) | > loss_duration: 2.181727886199951 (2.1269846664091068) | > loss_1: 35.58170700073242 (34.18349879324152) | > grad_norm_1: tensor(410.3026, device='cuda:0') (tensor(203.0473, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.3903 (0.3617945926611504) | > loader_time: 0.0049 (0.003910862087633051)  --> TIME: 2024-06-10 17:18:20 -- STEP: 234/330 -- GLOBAL_STEP: 105725 | > loss_disc: 2.298199415206909 (2.232463758215943) | > loss_disc_real_0: 0.07392428070306778 (0.11321909057024197) | > loss_disc_real_1: 0.2104087918996811 (0.20303478327571836) | > loss_disc_real_2: 0.24210602045059204 (0.21359071224673182) | > loss_disc_real_3: 0.2295507788658142 (0.21884559139481977) | > loss_disc_real_4: 0.2252430021762848 (0.20890363547791782) | > loss_disc_real_5: 0.19910478591918945 (0.2079726528917623) | > loss_0: 2.298199415206909 (2.232463758215943) | > grad_norm_0: tensor(22.2031, device='cuda:0') (tensor(16.4491, device='cuda:0')) | > loss_gen: 2.607093334197998 (2.6485087423243066) | > loss_kl: 1.4715781211853027 (1.5306497282452058) | > loss_feat: 6.738407135009766 (7.295395097161969) | > loss_mel: 19.235584259033203 (20.59735532092233) | > loss_duration: 2.189096450805664 (2.133170888464677) | > loss_1: 32.24176025390625 (34.205079958989074) | > grad_norm_1: tensor(143.0577, device='cuda:0') (tensor(209.5872, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.4055 (0.3659337086555286) | > loader_time: 0.0055 (0.004061915935614171)  --> TIME: 2024-06-10 17:18:31 -- STEP: 259/330 -- GLOBAL_STEP: 105750 | > loss_disc: 2.3147597312927246 (2.2296092565455474) | > loss_disc_real_0: 0.17225849628448486 (0.1133950772950548) | > loss_disc_real_1: 0.21112719178199768 (0.20333282822117382) | > loss_disc_real_2: 0.23328500986099243 (0.21379345206680445) | > loss_disc_real_3: 0.23895010352134705 (0.2181887426431575) | > loss_disc_real_4: 0.22159583866596222 (0.20838431450160774) | > loss_disc_real_5: 0.1921425461769104 (0.20720922665016075) | > loss_0: 2.3147597312927246 (2.2296092565455474) | > grad_norm_0: tensor(11.5492, device='cuda:0') (tensor(17.5967, device='cuda:0')) | > loss_gen: 2.5792794227600098 (2.6571736970923574) | > loss_kl: 1.3430970907211304 (1.5292254621918142) | > loss_feat: 7.4739789962768555 (7.326929355680252) | > loss_mel: 20.441625595092773 (20.57408650961622) | > loss_duration: 2.235279083251953 (2.13887435543031) | > loss_1: 34.07325744628906 (34.226289572402784) | > grad_norm_1: tensor(422.0516, device='cuda:0') (tensor(216.6998, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.4203 (0.37119637493000995) | > loader_time: 0.0054 (0.0042165991882559895)  --> TIME: 2024-06-10 17:18:42 -- STEP: 284/330 -- GLOBAL_STEP: 105775 | > loss_disc: 2.1260452270507812 (2.2266415978821215) | > loss_disc_real_0: 0.04993866756558418 (0.11256513459949007) | > loss_disc_real_1: 0.2433306872844696 (0.20280455582788287) | > loss_disc_real_2: 0.2518404722213745 (0.21375546520444708) | > loss_disc_real_3: 0.19536128640174866 (0.2180837553886461) | > loss_disc_real_4: 0.17694273591041565 (0.20823297744065944) | > loss_disc_real_5: 0.19453059136867523 (0.20686019941324926) | > loss_0: 2.1260452270507812 (2.2266415978821215) | > grad_norm_0: tensor(18.5465, device='cuda:0') (tensor(18.5665, device='cuda:0')) | > loss_gen: 2.8704988956451416 (2.666750405875728) | > loss_kl: 1.4990724325180054 (1.528480676698013) | > loss_feat: 8.384543418884277 (7.3650213009874586) | > loss_mel: 20.59776496887207 (20.541226111667257) | > loss_duration: 2.2286999225616455 (2.146308091744572) | > loss_1: 35.5805778503418 (34.24778677712025) | > grad_norm_1: tensor(448.0952, device='cuda:0') (tensor(227.5243, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.4365 (0.37707760048584205) | > loader_time: 0.0063 (0.004390366480384074)  --> TIME: 2024-06-10 17:18:54 -- STEP: 309/330 -- GLOBAL_STEP: 105800 | > loss_disc: 2.3024418354034424 (2.225724998029689) | > loss_disc_real_0: 0.15954625606536865 (0.11330540790478774) | > loss_disc_real_1: 0.18352805078029633 (0.20340881378519493) | > loss_disc_real_2: 0.21956056356430054 (0.21345893156181261) | > loss_disc_real_3: 0.23403243720531464 (0.21802203120922975) | > loss_disc_real_4: 0.2666184902191162 (0.20779867108585756) | > loss_disc_real_5: 0.23199844360351562 (0.2062859144122085) | > loss_0: 2.3024418354034424 (2.225724998029689) | > grad_norm_0: tensor(49.9392, device='cuda:0') (tensor(19.9440, device='cuda:0')) | > loss_gen: 2.668099880218506 (2.6728761335021067) | > loss_kl: 1.3691412210464478 (1.5255577699266205) | > loss_feat: 6.737411975860596 (7.399612550210798) | > loss_mel: 18.422855377197266 (20.49025709652206) | > loss_duration: 2.308706283569336 (2.1561301938924218) | > loss_1: 31.506214141845703 (34.244433912258714) | > grad_norm_1: tensor(349.8325, device='cuda:0') (tensor(241.3310, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.49 (0.384199243533187) | > loader_time: 0.0078 (0.004571407744028036)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.220301389694214 (2.220301389694214) | > loss_disc_real_0: 0.09256382286548615 (0.09256382286548615) | > loss_disc_real_1: 0.2573144733905792 (0.2573144733905792) | > loss_disc_real_2: 0.20295897126197815 (0.20295897126197815) | > loss_disc_real_3: 0.20424409210681915 (0.20424409210681915) | > loss_disc_real_4: 0.18580612540245056 (0.18580612540245056) | > loss_disc_real_5: 0.1535589098930359 (0.1535589098930359) | > loss_0: 2.220301389694214 (2.220301389694214) | > loss_gen: 2.2531940937042236 (2.2531940937042236) | > loss_kl: 1.2781858444213867 (1.2781858444213867) | > loss_feat: 5.493914604187012 (5.493914604187012) | > loss_mel: 18.534303665161133 (18.534303665161133) | > loss_duration: 2.889099359512329 (2.889099359512329) | > loss_1: 30.448698043823242 (30.448698043823242)  --> STEP: 1 | > loss_disc: 2.2612125873565674 (2.2612125873565674) | > loss_disc_real_0: 0.11184455454349518 (0.11184455454349518) | > loss_disc_real_1: 0.24401751160621643 (0.24401751160621643) | > loss_disc_real_2: 0.1763809472322464 (0.1763809472322464) | > loss_disc_real_3: 0.19425779581069946 (0.19425779581069946) | > loss_disc_real_4: 0.22197245061397552 (0.22197245061397552) | > loss_disc_real_5: 0.2111317366361618 (0.2111317366361618) | > loss_0: 2.2612125873565674 (2.2612125873565674) | > loss_gen: 2.4799816608428955 (2.4799816608428955) | > loss_kl: 1.3600480556488037 (1.3600480556488037) | > loss_feat: 7.105795860290527 (7.105795860290527) | > loss_mel: 21.757564544677734 (21.757564544677734) | > loss_duration: 2.3049211502075195 (2.3049211502075195) | > loss_1: 35.00830841064453 (35.00830841064453)  --> STEP: 2 | > loss_disc: 2.1559252738952637 (2.2085689306259155) | > loss_disc_real_0: 0.08668970316648483 (0.09926712885499) | > loss_disc_real_1: 0.13783879578113556 (0.190928153693676) | > loss_disc_real_2: 0.2619308829307556 (0.219155915081501) | > loss_disc_real_3: 0.2878142297267914 (0.24103601276874542) | > loss_disc_real_4: 0.2367498278617859 (0.2293611392378807) | > loss_disc_real_5: 0.27830561995506287 (0.24471867829561234) | > loss_0: 2.1559252738952637 (2.2085689306259155) | > loss_gen: 2.6190178394317627 (2.549499750137329) | > loss_kl: 1.8871580362319946 (1.6236030459403992) | > loss_feat: 6.68058967590332 (6.893192768096924) | > loss_mel: 22.548974990844727 (22.15326976776123) | > loss_duration: 2.4029664993286133 (2.3539438247680664) | > loss_1: 36.13870620727539 (35.57350730895996)  --> STEP: 3 | > loss_disc: 2.345479965209961 (2.2542059421539307) | > loss_disc_real_0: 0.09949000924825668 (0.09934142231941223) | > loss_disc_real_1: 0.2799587845802307 (0.2206050306558609) | > loss_disc_real_2: 0.24997267127037048 (0.2294281671444575) | > loss_disc_real_3: 0.21684809029102325 (0.23297337194283804) | > loss_disc_real_4: 0.20533986389636993 (0.2213540474573771) | > loss_disc_real_5: 0.27564406394958496 (0.2550271401802699) | > loss_0: 2.345479965209961 (2.2542059421539307) | > loss_gen: 2.7556591033935547 (2.618219534556071) | > loss_kl: 2.0931270122528076 (1.780111034711202) | > loss_feat: 7.766108512878418 (7.184164683024089) | > loss_mel: 22.80697250366211 (22.37117067972819) | > loss_duration: 2.1858510971069336 (2.297912915547689) | > loss_1: 37.60771942138672 (36.25157801310221)  --> STEP: 4 | > loss_disc: 2.0551109313964844 (2.204432189464569) | > loss_disc_real_0: 0.05037671700119972 (0.0871002459898591) | > loss_disc_real_1: 0.2392561435699463 (0.22526780888438225) | > loss_disc_real_2: 0.1723930388689041 (0.21516938507556915) | > loss_disc_real_3: 0.1537049263715744 (0.21315626055002213) | > loss_disc_real_4: 0.11706835776567459 (0.19528262503445148) | > loss_disc_real_5: 0.14052025973796844 (0.22640042006969452) | > loss_0: 2.0551109313964844 (2.204432189464569) | > loss_gen: 2.326673984527588 (2.54533314704895) | > loss_kl: 1.5683996677398682 (1.7271831929683685) | > loss_feat: 8.237380981445312 (7.4474687576293945) | > loss_mel: 20.401988983154297 (21.878875255584717) | > loss_duration: 2.2669711112976074 (2.2901774644851685) | > loss_1: 34.801414489746094 (35.889037132263184)  --> STEP: 5 | > loss_disc: 1.992110252380371 (2.1619678020477293) | > loss_disc_real_0: 0.084245964884758 (0.08652938976883888) | > loss_disc_real_1: 0.23347868025302887 (0.22690998315811156) | > loss_disc_real_2: 0.2226707637310028 (0.2166696608066559) | > loss_disc_real_3: 0.2322959154844284 (0.21698419153690338) | > loss_disc_real_4: 0.14425840973854065 (0.1850777819752693) | > loss_disc_real_5: 0.18164370954036713 (0.21744907796382903) | > loss_0: 1.992110252380371 (2.1619678020477293) | > loss_gen: 2.76564621925354 (2.589395761489868) | > loss_kl: 1.6105093955993652 (1.7038484334945678) | > loss_feat: 6.362080097198486 (7.230391025543213) | > loss_mel: 20.879079818725586 (21.67891616821289) | > loss_duration: 2.312636613845825 (2.2946692943572997) | > loss_1: 33.92995071411133 (35.49721984863281)  --> STEP: 6 | > loss_disc: 2.1917455196380615 (2.1669307549794516) | > loss_disc_real_0: 0.05397367477416992 (0.0811034372697274) | > loss_disc_real_1: 0.23045499622821808 (0.227500818669796) | > loss_disc_real_2: 0.3012630045413971 (0.23076855142911276) | > loss_disc_real_3: 0.2852884829044342 (0.2283682400981585) | > loss_disc_real_4: 0.22219640016555786 (0.1912642183403174) | > loss_disc_real_5: 0.3140311539173126 (0.23354609062274298) | > loss_0: 2.1917455196380615 (2.1669307549794516) | > loss_gen: 2.91745924949646 (2.644073009490967) | > loss_kl: 1.620072603225708 (1.6898857951164246) | > loss_feat: 6.382755279541016 (7.089118401209514) | > loss_mel: 20.44656753540039 (21.47352472941081) | > loss_duration: 2.1619248390197754 (2.2725452184677124) | > loss_1: 33.528778076171875 (35.16914621988932)  --> STEP: 7 | > loss_disc: 2.053311347961426 (2.1506994111197337) | > loss_disc_real_0: 0.07390531897544861 (0.080075134656259) | > loss_disc_real_1: 0.21501265466213226 (0.22571679524012975) | > loss_disc_real_2: 0.20481491088867188 (0.22706088849476405) | > loss_disc_real_3: 0.1975225955247879 (0.22396171944481985) | > loss_disc_real_4: 0.1995927095413208 (0.1924540027976036) | > loss_disc_real_5: 0.18632963299751282 (0.22680088239056723) | > loss_0: 2.053311347961426 (2.1506994111197337) | > loss_gen: 2.5869123935699463 (2.6359072072165355) | > loss_kl: 2.04464054107666 (1.7405650445393153) | > loss_feat: 6.926914691925049 (7.065946442740304) | > loss_mel: 20.95490074157715 (21.399435588291713) | > loss_duration: 2.4199106693267822 (2.2935974257332936) | > loss_1: 34.93328094482422 (35.13545118059431)  --> STEP: 8 | > loss_disc: 1.784172534942627 (2.104883551597595) | > loss_disc_real_0: 0.05425717681646347 (0.07684788992628455) | > loss_disc_real_1: 0.1783219575881958 (0.219792440533638) | > loss_disc_real_2: 0.1805408000946045 (0.2212458774447441) | > loss_disc_real_3: 0.10349660366773605 (0.20890357997268438) | > loss_disc_real_4: 0.061091698706150055 (0.1760337147861719) | > loss_disc_real_5: 0.11154606193304062 (0.2123940298333764) | > loss_0: 1.784172534942627 (2.104883551597595) | > loss_gen: 2.5833487510681152 (2.629337400197983) | > loss_kl: 2.9241280555725098 (1.8885104209184647) | > loss_feat: 11.416180610656738 (7.609725713729858) | > loss_mel: 22.87232780456543 (21.583547115325928) | > loss_duration: 2.2188262939453125 (2.284251034259796) | > loss_1: 42.01481246948242 (35.99537134170532)  --> STEP: 9 | > loss_disc: 1.846261978149414 (2.076147821214464) | > loss_disc_real_0: 0.048052188009023666 (0.07364836749103335) | > loss_disc_real_1: 0.13111363351345062 (0.20993923975361717) | > loss_disc_real_2: 0.26691585779190063 (0.22632031970553929) | > loss_disc_real_3: 0.16926659643650055 (0.20449947069088617) | > loss_disc_real_4: 0.14740733802318573 (0.1728530062569512) | > loss_disc_real_5: 0.16646850109100342 (0.20729119330644608) | > loss_0: 1.846261978149414 (2.076147821214464) | > loss_gen: 2.716742753982544 (2.639049106174045) | > loss_kl: 1.9278217554092407 (1.8928783469729953) | > loss_feat: 8.629638671875 (7.723049375745985) | > loss_mel: 22.9224796295166 (21.732317394680447) | > loss_duration: 2.104459762573242 (2.2642742262946234) | > loss_1: 38.3011474609375 (36.251568688286675)  --> STEP: 10 | > loss_disc: 2.798949718475342 (2.1484280109405516) | > loss_disc_real_0: 0.11144557595252991 (0.077428088337183) | > loss_disc_real_1: 0.33421629667282104 (0.22236694544553756) | > loss_disc_real_2: 0.27465492486953735 (0.23115378022193908) | > loss_disc_real_3: 0.3373359143733978 (0.21778311505913733) | > loss_disc_real_4: 0.3749901354312897 (0.19306671917438506) | > loss_disc_real_5: 0.40256890654563904 (0.22681896463036538) | > loss_0: 2.798949718475342 (2.1484280109405516) | > loss_gen: 2.5303008556365967 (2.6281742811203004) | > loss_kl: 1.770477533340454 (1.8806382656097411) | > loss_feat: 4.950106143951416 (7.445755052566528) | > loss_mel: 19.397829055786133 (21.498868560791017) | > loss_duration: 2.2419543266296387 (2.262042236328125) | > loss_1: 30.890666961669922 (35.715478515625)  --> STEP: 11 | > loss_disc: 2.3492095470428467 (2.1666808778589424) | > loss_disc_real_0: 0.0726952999830246 (0.07699783485044133) | > loss_disc_real_1: 0.24813728034496307 (0.22470970316366715) | > loss_disc_real_2: 0.24097755551338196 (0.23204685070297934) | > loss_disc_real_3: 0.2489861398935318 (0.22061975368044592) | > loss_disc_real_4: 0.20208656787872314 (0.19388670542023398) | > loss_disc_real_5: 0.23438291251659393 (0.22750659625638614) | > loss_0: 2.3492095470428467 (2.1666808778589424) | > loss_gen: 2.3654322624206543 (2.6042886430566963) | > loss_kl: 1.9094587564468384 (1.8832583102312954) | > loss_feat: 5.613138675689697 (7.279153563759544) | > loss_mel: 19.197080612182617 (21.289615110917524) | > loss_duration: 2.415276050567627 (2.2759725830771704) | > loss_1: 31.500385284423828 (35.33228822187944)  --> STEP: 12 | > loss_disc: 2.0816712379455566 (2.1595967411994934) | > loss_disc_real_0: 0.06192625313997269 (0.07574186970790227) | > loss_disc_real_1: 0.20463648438453674 (0.22303693493207297) | > loss_disc_real_2: 0.22323143482208252 (0.2313122327129046) | > loss_disc_real_3: 0.2057204395532608 (0.21937814416984716) | > loss_disc_real_4: 0.1597343534231186 (0.19104067608714104) | > loss_disc_real_5: 0.19893285632133484 (0.22512545126179853) | > loss_0: 2.0816712379455566 (2.1595967411994934) | > loss_gen: 2.5648581981658936 (2.6010027726491294) | > loss_kl: 1.2617043256759644 (1.8314621448516846) | > loss_feat: 7.799983501434326 (7.322556058565776) | > loss_mel: 22.99656867980957 (21.431861241658527) | > loss_duration: 2.221463203430176 (2.271430134773254) | > loss_1: 36.84457778930664 (35.458312352498375)  --> STEP: 13 | > loss_disc: 2.4193644523620605 (2.179578872827383) | > loss_disc_real_0: 0.10554370284080505 (0.07803431841043326) | > loss_disc_real_1: 0.28209444880485535 (0.22757982061459467) | > loss_disc_real_2: 0.28768929839134216 (0.23564893007278442) | > loss_disc_real_3: 0.31332552433013916 (0.22660486572063887) | > loss_disc_real_4: 0.22310465574264526 (0.19350713606064135) | > loss_disc_real_5: 0.23972101509571075 (0.22624818694133025) | > loss_0: 2.4193644523620605 (2.179578872827383) | > loss_gen: 2.467869281768799 (2.590761734889104) | > loss_kl: 1.9970829486846924 (1.8442022066849928) | > loss_feat: 5.339015007019043 (7.169975977677566) | > loss_mel: 18.451391220092773 (21.202594316922703) | > loss_duration: 2.1541714668273926 (2.262410237238957) | > loss_1: 30.409528732299805 (35.06994438171387)  --> STEP: 14 | > loss_disc: 2.0690441131591797 (2.171683532851083) | > loss_disc_real_0: 0.13215892016887665 (0.08190036139317922) | > loss_disc_real_1: 0.2013493925333023 (0.2257062186087881) | > loss_disc_real_2: 0.18496057391166687 (0.23202833320413316) | > loss_disc_real_3: 0.2066655308008194 (0.22518062751208032) | > loss_disc_real_4: 0.17338956892490387 (0.19207016697951726) | > loss_disc_real_5: 0.1912793517112732 (0.22375041299632617) | > loss_0: 2.0690441131591797 (2.171683532851083) | > loss_gen: 2.5928523540496826 (2.5909110648291453) | > loss_kl: 2.3862617015838623 (1.882920742034912) | > loss_feat: 8.225720405578613 (7.245386293956211) | > loss_mel: 23.484535217285156 (21.36559009552002) | > loss_duration: 2.353445291519165 (2.268912741116115) | > loss_1: 39.04281997680664 (35.35372120993478)  --> STEP: 15 | > loss_disc: 2.5824859142303467 (2.199070358276367) | > loss_disc_real_0: 0.16628503799438477 (0.08752600649992624) | > loss_disc_real_1: 0.2511414885520935 (0.22740190327167512) | > loss_disc_real_2: 0.22148039937019348 (0.23132513761520385) | > loss_disc_real_3: 0.2533757984638214 (0.22706030557552973) | > loss_disc_real_4: 0.17940470576286316 (0.191225802898407) | > loss_disc_real_5: 0.22813376784324646 (0.22404263665278754) | > loss_0: 2.5824859142303467 (2.199070358276367) | > loss_gen: 2.295931577682495 (2.5712457656860352) | > loss_kl: 1.8595129251480103 (1.8813602209091187) | > loss_feat: 6.494370460510254 (7.195318571726481) | > loss_mel: 20.90353775024414 (21.33478660583496) | > loss_duration: 2.3192033767700195 (2.2722654501597086) | > loss_1: 33.872554779052734 (35.25497678120931)  --> STEP: 16 | > loss_disc: 2.1595232486724854 (2.1965986639261246) | > loss_disc_real_0: 0.038001224398612976 (0.08443070761859417) | > loss_disc_real_1: 0.39833924174308777 (0.2380854869261384) | > loss_disc_real_2: 0.33637773990631104 (0.23789092525839806) | > loss_disc_real_3: 0.22510863840579987 (0.22693832637742162) | > loss_disc_real_4: 0.18595850467681885 (0.19089659675955772) | > loss_disc_real_5: 0.1977146416902542 (0.2223971369676292) | > loss_0: 2.1595232486724854 (2.1965986639261246) | > loss_gen: 2.884950876235962 (2.5908523350954056) | > loss_kl: 1.5366586446762085 (1.8598163723945618) | > loss_feat: 7.796424388885498 (7.23288768529892) | > loss_mel: 19.581998825073242 (21.225237369537354) | > loss_duration: 2.3888354301452637 (2.279551073908806) | > loss_1: 34.188865661621094 (35.188344836235046)  --> STEP: 17 | > loss_disc: 2.2990708351135254 (2.202626438701854) | > loss_disc_real_0: 0.09897993505001068 (0.08528654452632456) | > loss_disc_real_1: 0.3358996510505676 (0.24383926128639893) | > loss_disc_real_2: 0.2855079174041748 (0.24069192479638493) | > loss_disc_real_3: 0.26301997900009155 (0.22906077653169632) | > loss_disc_real_4: 0.2181541919708252 (0.19249998471316168) | > loss_disc_real_5: 0.23177406191825867 (0.22294872078825445) | > loss_0: 2.2990708351135254 (2.202626438701854) | > loss_gen: 3.050258159637451 (2.6178762071272907) | > loss_kl: 1.4051264524459839 (1.8330699065152336) | > loss_feat: 6.4433183670043945 (7.186442431281595) | > loss_mel: 20.23820686340332 (21.167176751529468) | > loss_duration: 2.371232509613037 (2.2849440995384667) | > loss_1: 33.508140563964844 (35.089509290807385)  --> STEP: 18 | > loss_disc: 1.7159734964370728 (2.1755901641315885) | > loss_disc_real_0: 0.08497196435928345 (0.08526906785037783) | > loss_disc_real_1: 0.1895931214094162 (0.2408255868487888) | > loss_disc_real_2: 0.12972243130207062 (0.23452695293558967) | > loss_disc_real_3: 0.13129287958145142 (0.22362922670112717) | > loss_disc_real_4: 0.06767413765192032 (0.18556521543198162) | > loss_disc_real_5: 0.07584010809659958 (0.21477602008316252) | > loss_0: 1.7159734964370728 (2.1755901641315885) | > loss_gen: 2.6065573692321777 (2.617247382799784) | > loss_kl: 1.9610041379928589 (1.8401773638195462) | > loss_feat: 9.669486999511719 (7.324389351738824) | > loss_mel: 22.165016174316406 (21.22261227501763) | > loss_duration: 2.2136929035186768 (2.280985699759589) | > loss_1: 38.61575698852539 (35.28541194068061)  --> STEP: 19 | > loss_disc: 1.9228192567825317 (2.1622864321658484) | > loss_disc_real_0: 0.062287695705890656 (0.0840595219480364) | > loss_disc_real_1: 0.18430082499980927 (0.23785059938305303) | > loss_disc_real_2: 0.12150277942419052 (0.22857831222446343) | > loss_disc_real_3: 0.12905731797218323 (0.21865175782065643) | > loss_disc_real_4: 0.1146194338798523 (0.18183122692923798) | > loss_disc_real_5: 0.16866736114025116 (0.2123492485598514) | > loss_0: 1.9228192567825317 (2.1622864321658484) | > loss_gen: 2.4042906761169434 (2.606039135079635) | > loss_kl: 1.2226229906082153 (1.8076745020715814) | > loss_feat: 11.369542121887207 (7.5372921291150545) | > loss_mel: 20.04391098022461 (21.160575364765368) | > loss_duration: 2.339165210723877 (2.2840477792840255) | > loss_1: 37.37953186035156 (35.39562877855803)  --> STEP: 20 | > loss_disc: 2.1684749126434326 (2.1625958561897276) | > loss_disc_real_0: 0.05813879519701004 (0.08276348561048508) | > loss_disc_real_1: 0.1575046181678772 (0.23383330032229424) | > loss_disc_real_2: 0.20462949573993683 (0.22738087140023708) | > loss_disc_real_3: 0.253273069858551 (0.22038282342255117) | > loss_disc_real_4: 0.21586668491363525 (0.18353299982845783) | > loss_disc_real_5: 0.22612494230270386 (0.21303803324699402) | > loss_0: 2.1684749126434326 (2.1625958561897276) | > loss_gen: 2.3966445922851562 (2.5955694079399114) | > loss_kl: 1.6366585493087769 (1.7991237044334412) | > loss_feat: 7.123475551605225 (7.516601300239563) | > loss_mel: 22.34709930419922 (21.21990156173706) | > loss_duration: 2.343404769897461 (2.2870156288146974) | > loss_1: 35.84728240966797 (35.418211460113525)  --> STEP: 21 | > loss_disc: 2.2860288619995117 (2.168473618371146) | > loss_disc_real_0: 0.06048845127224922 (0.0817027696896167) | > loss_disc_real_1: 0.23676113784313202 (0.23397272115661985) | > loss_disc_real_2: 0.2110821157693863 (0.22660474017972038) | > loss_disc_real_3: 0.18945175409317017 (0.2189099153592473) | > loss_disc_real_4: 0.2278609275817871 (0.18564385353099733) | > loss_disc_real_5: 0.21150390803813934 (0.21296497966561997) | > loss_0: 2.2860288619995117 (2.168473618371146) | > loss_gen: 2.6168553829193115 (2.5965830257960736) | > loss_kl: 1.2055467367172241 (1.7708581345421928) | > loss_feat: 6.379063129425049 (7.462432815915062) | > loss_mel: 19.6280517578125 (21.144099190121604) | > loss_duration: 2.159398078918457 (2.280938602629162) | > loss_1: 31.988914489746094 (35.254911604381746)  --> STEP: 22 | > loss_disc: 2.2717645168304443 (2.173168659210205) | > loss_disc_real_0: 0.07474254816770554 (0.08138639598407528) | > loss_disc_real_1: 0.19154125452041626 (0.2320440181277015) | > loss_disc_real_2: 0.2283317744731903 (0.22668324173851448) | > loss_disc_real_3: 0.18926367163658142 (0.21756235882639885) | > loss_disc_real_4: 0.11567357927560806 (0.18246338651938873) | > loss_disc_real_5: 0.20498184859752655 (0.21260211007161575) | > loss_0: 2.2717645168304443 (2.173168659210205) | > loss_gen: 2.327690601348877 (2.5843606428666557) | > loss_kl: 1.4112250804901123 (1.7545111775398254) | > loss_feat: 8.161882400512695 (7.494225978851318) | > loss_mel: 18.354082107543945 (21.01728023182262) | > loss_duration: 2.1421055793762207 (2.274628010663119) | > loss_1: 32.3969841003418 (35.125005808743566)  --> STEP: 23 | > loss_disc: 2.3533453941345215 (2.181002430293871) | > loss_disc_real_0: 0.06811827421188354 (0.08080952112441477) | > loss_disc_real_1: 0.2517789900302887 (0.23290206038433572) | > loss_disc_real_2: 0.2777673900127411 (0.22890429166348084) | > loss_disc_real_3: 0.2702547013759613 (0.21985333024159723) | > loss_disc_real_4: 0.21262826025485992 (0.18377490276875702) | > loss_disc_real_5: 0.32284438610076904 (0.2173952525076659) | > loss_0: 2.3533453941345215 (2.181002430293871) | > loss_gen: 2.7987489700317383 (2.5936818744825287) | > loss_kl: 2.134159803390503 (1.7710176395333332) | > loss_feat: 6.660499572753906 (7.45797700467317) | > loss_mel: 21.22861099243164 (21.026468525762144) | > loss_duration: 2.2884230613708496 (2.275227795476499) | > loss_1: 35.11043930053711 (35.124372482299805)  --> STEP: 24 | > loss_disc: 2.393218994140625 (2.189844787120819) | > loss_disc_real_0: 0.1334379017353058 (0.08300237031653522) | > loss_disc_real_1: 0.2426818162202835 (0.23330955021083355) | > loss_disc_real_2: 0.2263542264699936 (0.22879803894708553) | > loss_disc_real_3: 0.26944082975387573 (0.22191947605460882) | > loss_disc_real_4: 0.26689413189888 (0.18723820398251215) | > loss_disc_real_5: 0.34391170740127563 (0.2226667714615663) | > loss_0: 2.393218994140625 (2.189844787120819) | > loss_gen: 2.6488280296325684 (2.5959796309471135) | > loss_kl: 1.623901128768921 (1.7648877849181492) | > loss_feat: 7.133425712585449 (7.444454034169515) | > loss_mel: 21.29593849182129 (21.037696441014607) | > loss_duration: 2.4087047576904297 (2.280789335568746) | > loss_1: 35.11079406738281 (35.1238067150116)  --> STEP: 25 | > loss_disc: 2.5236568450927734 (2.203197269439697) | > loss_disc_real_0: 0.062258776277303696 (0.08217262655496596) | > loss_disc_real_1: 0.30904844403266907 (0.23633910596370697) | > loss_disc_real_2: 0.22169816493988037 (0.22851404398679734) | > loss_disc_real_3: 0.2353277951478958 (0.2224558088183403) | > loss_disc_real_4: 0.177342489361763 (0.1868423753976822) | > loss_disc_real_5: 0.16761603951454163 (0.2204647421836853) | > loss_0: 2.5236568450927734 (2.203197269439697) | > loss_gen: 2.2277963161468506 (2.581252298355103) | > loss_kl: 2.032958507537842 (1.775610613822937) | > loss_feat: 7.922277450561523 (7.4635669708251955) | > loss_mel: 18.983455657958984 (20.955526809692383) | > loss_duration: 2.366312026977539 (2.2842102432250977) | > loss_1: 33.532798767089844 (35.060166397094726)  --> STEP: 26 | > loss_disc: 2.283904790878296 (2.206301404879643) | > loss_disc_real_0: 0.07508005946874619 (0.08189983551318827) | > loss_disc_real_1: 0.13290433585643768 (0.23236084557496584) | > loss_disc_real_2: 0.13986140489578247 (0.2251043270986814) | > loss_disc_real_3: 0.19872117042541504 (0.2215429381109201) | > loss_disc_real_4: 0.10605639964342117 (0.18373522248405677) | > loss_disc_real_5: 0.1810956448316574 (0.21895054613168424) | > loss_0: 2.283904790878296 (2.206301404879643) | > loss_gen: 2.0832509994506836 (2.562098402243395) | > loss_kl: 1.855949878692627 (1.7787005855486944) | > loss_feat: 10.54790210723877 (7.582195245302641) | > loss_mel: 21.129575729370117 (20.96222099891076) | > loss_duration: 2.282210350036621 (2.28413332425631) | > loss_1: 37.89889144897461 (35.16934812985934) --> EVAL PERFORMANCE | > avg_loader_time: 0.002361370966984675 (+5.5964176471415966e-05) | > avg_loss_disc: 2.206301404879643 (-0.1201951595453119) | > avg_loss_disc_real_0: 0.08189983551318827 (-0.07108463633518955) | > avg_loss_disc_real_1: 0.23236084557496584 (-0.007685859615986168) | > avg_loss_disc_real_2: 0.2251043270986814 (-0.06459631398320198) | > avg_loss_disc_real_3: 0.2215429381109201 (-0.04090014988413218) | > avg_loss_disc_real_4: 0.18373522248405677 (-0.06336237117648125) | > avg_loss_disc_real_5: 0.21895054613168424 (-0.024306112757095905) | > avg_loss_0: 2.206301404879643 (-0.1201951595453119) | > avg_loss_gen: 2.562098402243395 (-0.3008031753393312) | > avg_loss_kl: 1.7787005855486944 (-0.08453881282072806) | > avg_loss_feat: 7.582195245302641 (+0.4002915895902195) | > avg_loss_mel: 20.96222099891076 (+0.2872359202458341) | > avg_loss_duration: 2.28413332425631 (+0.0074734596105723305) | > avg_loss_1: 35.16934812985934 (+0.30965871077317075)  > EPOCH: 54/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:19:24)   --> TIME: 2024-06-10 17:19:26 -- STEP: 4/330 -- GLOBAL_STEP: 105825 | > loss_disc: 2.3523483276367188 (2.244811177253723) | > loss_disc_real_0: 0.11869101226329803 (0.1236577145755291) | > loss_disc_real_1: 0.19795863330364227 (0.19567334279417992) | > loss_disc_real_2: 0.24030916392803192 (0.21143117547035217) | > loss_disc_real_3: 0.1963833123445511 (0.20975037291646004) | > loss_disc_real_4: 0.20487451553344727 (0.2063177525997162) | > loss_disc_real_5: 0.1812296062707901 (0.20398195087909698) | > loss_0: 2.3523483276367188 (2.244811177253723) | > grad_norm_0: tensor(33.7798, device='cuda:0') (tensor(14.5683, device='cuda:0')) | > loss_gen: 2.343428134918213 (2.5281503200531006) | > loss_kl: 1.2421669960021973 (1.467353105545044) | > loss_feat: 5.984070301055908 (6.519821763038635) | > loss_mel: 21.04892921447754 (20.983908653259277) | > loss_duration: 2.4203131198883057 (2.406844973564148) | > loss_1: 33.03890609741211 (33.90607833862305) | > grad_norm_1: tensor(229.5819, device='cuda:0') (tensor(196.5325, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3501 (0.33817893266677856) | > loader_time: 0.0031 (0.003027021884918213)  --> TIME: 2024-06-10 17:19:35 -- STEP: 29/330 -- GLOBAL_STEP: 105850 | > loss_disc: 2.3059277534484863 (2.282483487293638) | > loss_disc_real_0: 0.09530506283044815 (0.11628751045671003) | > loss_disc_real_1: 0.17264369130134583 (0.2033544264990708) | > loss_disc_real_2: 0.19325630366802216 (0.21924618503143048) | > loss_disc_real_3: 0.22824928164482117 (0.22801507855283804) | > loss_disc_real_4: 0.21948784589767456 (0.21696731139873637) | > loss_disc_real_5: 0.21758276224136353 (0.21075550954917383) | > loss_0: 2.3059277534484863 (2.282483487293638) | > grad_norm_0: tensor(9.6463, device='cuda:0') (tensor(11.5856, device='cuda:0')) | > loss_gen: 2.514096975326538 (2.5888993986721696) | > loss_kl: 1.513264775276184 (1.5336035613355965) | > loss_feat: 6.70179557800293 (6.904761939213194) | > loss_mel: 21.049449920654297 (20.790786545852132) | > loss_duration: 2.1531600952148438 (2.192368482721263) | > loss_1: 33.93177032470703 (34.01042004289299) | > grad_norm_1: tensor(91.7251, device='cuda:0') (tensor(173.7743, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3512 (0.3422656388118349) | > loader_time: 0.0031 (0.0030828426624166555)  --> TIME: 2024-06-10 17:19:44 -- STEP: 54/330 -- GLOBAL_STEP: 105875 | > loss_disc: 2.22066068649292 (2.2496888151875245) | > loss_disc_real_0: 0.12262798845767975 (0.11625176116272255) | > loss_disc_real_1: 0.19472713768482208 (0.20227470386911323) | > loss_disc_real_2: 0.17950497567653656 (0.2174037981916357) | > loss_disc_real_3: 0.235012024641037 (0.22567060313842915) | > loss_disc_real_4: 0.24449922144412994 (0.21471995777553982) | > loss_disc_real_5: 0.2577683925628662 (0.21277462663473906) | > loss_0: 2.22066068649292 (2.2496888151875245) | > grad_norm_0: tensor(7.2037, device='cuda:0') (tensor(10.6830, device='cuda:0')) | > loss_gen: 2.7910964488983154 (2.6394488060915906) | > loss_kl: 1.5045206546783447 (1.5551335679160223) | > loss_feat: 7.754400253295898 (7.076032479604085) | > loss_mel: 21.714380264282227 (20.739062909726744) | > loss_duration: 2.080331802368164 (2.1464295652177596) | > loss_1: 35.8447265625 (34.1561073727078) | > grad_norm_1: tensor(107.1627, device='cuda:0') (tensor(148.3312, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3805 (0.3479467233022054) | > loader_time: 0.004 (0.003171854548984104)  --> TIME: 2024-06-10 17:19:53 -- STEP: 79/330 -- GLOBAL_STEP: 105900 | > loss_disc: 2.1525015830993652 (2.243740603893619) | > loss_disc_real_0: 0.09081626683473587 (0.11590111425405816) | > loss_disc_real_1: 0.17253780364990234 (0.2005444076619571) | > loss_disc_real_2: 0.21308626234531403 (0.2166628926237927) | > loss_disc_real_3: 0.17456385493278503 (0.22352226663239394) | > loss_disc_real_4: 0.18055737018585205 (0.21398384510716306) | > loss_disc_real_5: 0.16038894653320312 (0.21229574404939822) | > loss_0: 2.1525015830993652 (2.243740603893619) | > grad_norm_0: tensor(15.7468, device='cuda:0') (tensor(11.0521, device='cuda:0')) | > loss_gen: 2.634589433670044 (2.63770477983016) | > loss_kl: 1.4846243858337402 (1.5596883387505256) | > loss_feat: 7.616495132446289 (7.16499857962886) | > loss_mel: 20.550268173217773 (20.642952255055878) | > loss_duration: 2.055471181869507 (2.1265628881092304) | > loss_1: 34.34144592285156 (34.131906968128845) | > grad_norm_1: tensor(139.8021, device='cuda:0') (tensor(141.7231, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3711 (0.3505558726153796) | > loader_time: 0.0033 (0.003287743918503387)  --> TIME: 2024-06-10 17:20:02 -- STEP: 104/330 -- GLOBAL_STEP: 105925 | > loss_disc: 2.2393879890441895 (2.251415543831313) | > loss_disc_real_0: 0.09923087060451508 (0.11799356162261504) | > loss_disc_real_1: 0.1540747433900833 (0.20306927209290174) | > loss_disc_real_2: 0.2438049614429474 (0.21536098320323688) | > loss_disc_real_3: 0.19532914459705353 (0.2229941265227703) | > loss_disc_real_4: 0.18352997303009033 (0.21305368310556963) | > loss_disc_real_5: 0.16933251917362213 (0.2110509743484167) | > loss_0: 2.2393879890441895 (2.251415543831313) | > grad_norm_0: tensor(7.2418, device='cuda:0') (tensor(10.7311, device='cuda:0')) | > loss_gen: 2.6475398540496826 (2.6334113684984355) | > loss_kl: 1.5384749174118042 (1.5583589673042297) | > loss_feat: 8.053464889526367 (7.180807801393362) | > loss_mel: 21.041873931884766 (20.633017283219566) | > loss_duration: 2.12764835357666 (2.1199972388836055) | > loss_1: 35.409000396728516 (34.12559289198657) | > grad_norm_1: tensor(209.8946, device='cuda:0') (tensor(133.6335, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3514 (0.35201837924810564) | > loader_time: 0.0035 (0.0033650375329531156)  --> TIME: 2024-06-10 17:20:11 -- STEP: 129/330 -- GLOBAL_STEP: 105950 | > loss_disc: 2.1916511058807373 (2.256054412486942) | > loss_disc_real_0: 0.12167195975780487 (0.11831376932619155) | > loss_disc_real_1: 0.19795042276382446 (0.2050101221069809) | > loss_disc_real_2: 0.21356044709682465 (0.216492073480473) | > loss_disc_real_3: 0.2726692259311676 (0.22282569110393524) | > loss_disc_real_4: 0.21146425604820251 (0.2128196276666582) | > loss_disc_real_5: 0.22153489291667938 (0.21259090258169544) | > loss_0: 2.1916511058807373 (2.256054412486942) | > grad_norm_0: tensor(12.7461, device='cuda:0') (tensor(10.3734, device='cuda:0')) | > loss_gen: 2.781963348388672 (2.6341939064883446) | > loss_kl: 1.2979109287261963 (1.559646728426911) | > loss_feat: 7.114672660827637 (7.187826001366903) | > loss_mel: 21.200393676757812 (20.654933840729477) | > loss_duration: 2.0727367401123047 (2.117001624994499) | > loss_1: 34.467674255371094 (34.153602333956) | > grad_norm_1: tensor(134.2254, device='cuda:0') (tensor(128.4939, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.362 (0.35332923896552987) | > loader_time: 0.0044 (0.003462554872498032)  --> TIME: 2024-06-10 17:20:20 -- STEP: 154/330 -- GLOBAL_STEP: 105975 | > loss_disc: 2.3189146518707275 (2.2469392534974335) | > loss_disc_real_0: 0.1152285784482956 (0.11710014232954422) | > loss_disc_real_1: 0.17128126323223114 (0.20481645877098112) | > loss_disc_real_2: 0.21017542481422424 (0.21617078935945183) | > loss_disc_real_3: 0.23496584594249725 (0.2211310939935895) | > loss_disc_real_4: 0.23022641241550446 (0.21159612358390514) | > loss_disc_real_5: 0.21150505542755127 (0.210693265807319) | > loss_0: 2.3189146518707275 (2.2469392534974335) | > grad_norm_0: tensor(26.6908, device='cuda:0') (tensor(11.0624, device='cuda:0')) | > loss_gen: 2.756080150604248 (2.6393990965632645) | > loss_kl: 1.5353707075119019 (1.5633165348659863) | > loss_feat: 7.459842205047607 (7.199662880464033) | > loss_mel: 20.804445266723633 (20.63596958309025) | > loss_duration: 2.0998575687408447 (2.116530628173382) | > loss_1: 34.65559387207031 (34.15487883926986) | > grad_norm_1: tensor(301.3206, device='cuda:0') (tensor(140.5002, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3649 (0.35533179865255) | > loader_time: 0.004 (0.00358965489771459)  --> TIME: 2024-06-10 17:20:30 -- STEP: 179/330 -- GLOBAL_STEP: 106000 | > loss_disc: 2.095916748046875 (2.249578791623675) | > loss_disc_real_0: 0.14831948280334473 (0.11676679859614239) | > loss_disc_real_1: 0.16818174719810486 (0.20540932944700044) | > loss_disc_real_2: 0.21838854253292084 (0.21646819742365253) | > loss_disc_real_3: 0.1933050900697708 (0.22227837711406154) | > loss_disc_real_4: 0.16161783039569855 (0.21211207287604586) | > loss_disc_real_5: 0.16345025599002838 (0.2106324390992106) | > loss_0: 2.095916748046875 (2.249578791623675) | > grad_norm_0: tensor(27.5272, device='cuda:0') (tensor(11.6058, device='cuda:0')) | > loss_gen: 2.5655500888824463 (2.640491183243649) | > loss_kl: 1.6622979640960693 (1.5590372218766027) | > loss_feat: 7.261443138122559 (7.226657044288166) | > loss_mel: 20.5966854095459 (20.656195549991544) | > loss_duration: 2.1472530364990234 (2.1198685801894963) | > loss_1: 34.23323059082031 (34.202249665500084) | > grad_norm_1: tensor(195.1447, device='cuda:0') (tensor(151.5005, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3735 (0.3579984283980044) | > loader_time: 0.0053 (0.003718779739720861) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_106000.pth  --> TIME: 2024-06-10 17:20:44 -- STEP: 204/330 -- GLOBAL_STEP: 106025 | > loss_disc: 2.1308858394622803 (2.2404857973257712) | > loss_disc_real_0: 0.07667650282382965 (0.11539787572680735) | > loss_disc_real_1: 0.15981628000736237 (0.20554728075569756) | > loss_disc_real_2: 0.20181837677955627 (0.21638208554655894) | > loss_disc_real_3: 0.19664448499679565 (0.22149879361192384) | > loss_disc_real_4: 0.19243401288986206 (0.21059544574396286) | > loss_disc_real_5: 0.1833360642194748 (0.20946667606339736) | > loss_0: 2.1308858394622803 (2.2404857973257712) | > grad_norm_0: tensor(13.5876, device='cuda:0') (tensor(12.9311, device='cuda:0')) | > loss_gen: 2.8202879428863525 (2.6516049632839116) | > loss_kl: 1.6011497974395752 (1.5532922248045604) | > loss_feat: 9.016009330749512 (7.280080662054174) | > loss_mel: 21.2491512298584 (20.623085162218878) | > loss_duration: 2.10955810546875 (2.1248759890303885) | > loss_1: 36.79615783691406 (34.232939046971936) | > grad_norm_1: tensor(359.5371, device='cuda:0') (tensor(171.7419, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.3937 (0.36145579581167175) | > loader_time: 0.0049 (0.003863123117708692)  --> TIME: 2024-06-10 17:20:54 -- STEP: 229/330 -- GLOBAL_STEP: 106050 | > loss_disc: 2.2358880043029785 (2.231849914554947) | > loss_disc_real_0: 0.0807531550526619 (0.11536583571194561) | > loss_disc_real_1: 0.223969966173172 (0.20541458326395945) | > loss_disc_real_2: 0.18982574343681335 (0.21570986307604342) | > loss_disc_real_3: 0.21136878430843353 (0.22084235539863203) | > loss_disc_real_4: 0.21843090653419495 (0.20968548472010937) | > loss_disc_real_5: 0.18068112432956696 (0.20796521697762752) | > loss_0: 2.2358880043029785 (2.231849914554947) | > grad_norm_0: tensor(9.8434, device='cuda:0') (tensor(15.1595, device='cuda:0')) | > loss_gen: 2.716803550720215 (2.666245466757028) | > loss_kl: 1.4797500371932983 (1.5466823645554255) | > loss_feat: 6.602497577667236 (7.331581496775931) | > loss_mel: 20.699485778808594 (20.606683206350002) | > loss_duration: 2.185818672180176 (2.131150724065354) | > loss_1: 33.684356689453125 (34.28234323559889) | > grad_norm_1: tensor(316.3270, device='cuda:0') (tensor(187.5871, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.4004 (0.36452252063168183) | > loader_time: 0.0048 (0.003976934341364033)  --> TIME: 2024-06-10 17:21:04 -- STEP: 254/330 -- GLOBAL_STEP: 106075 | > loss_disc: 2.080366849899292 (2.230973024537245) | > loss_disc_real_0: 0.07472115010023117 (0.11438044712064772) | > loss_disc_real_1: 0.14135262370109558 (0.20524552652216335) | > loss_disc_real_2: 0.20688524842262268 (0.21603598480853506) | > loss_disc_real_3: 0.22338174283504486 (0.22059536989279618) | > loss_disc_real_4: 0.16671785712242126 (0.20969969697120625) | > loss_disc_real_5: 0.18778376281261444 (0.20738823623873118) | > loss_0: 2.080366849899292 (2.230973024537245) | > grad_norm_0: tensor(51.0723, device='cuda:0') (tensor(16.3359, device='cuda:0')) | > loss_gen: 2.637136936187744 (2.6731724222813997) | > loss_kl: 1.5646871328353882 (1.5457612501354667) | > loss_feat: 8.303003311157227 (7.358996177282859) | > loss_mel: 19.797706604003906 (20.56590087770477) | > loss_duration: 2.163435697555542 (2.1361674375421402) | > loss_1: 34.465972900390625 (34.27999819357562) | > grad_norm_1: tensor(535.3820, device='cuda:0') (tensor(200.2024, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.4213 (0.3687430470008549) | > loader_time: 0.0051 (0.004098987954808032)  --> TIME: 2024-06-10 17:21:15 -- STEP: 279/330 -- GLOBAL_STEP: 106100 | > loss_disc: 2.161686420440674 (2.229499328520991) | > loss_disc_real_0: 0.1079370379447937 (0.11485423898077353) | > loss_disc_real_1: 0.20860396325588226 (0.20471046405667478) | > loss_disc_real_2: 0.19712097942829132 (0.21514876918553452) | > loss_disc_real_3: 0.21533995866775513 (0.2204944878602968) | > loss_disc_real_4: 0.1839919537305832 (0.20973370958613666) | > loss_disc_real_5: 0.1862626075744629 (0.2070403631549582) | > loss_0: 2.161686420440674 (2.229499328520991) | > grad_norm_0: tensor(20.9285, device='cuda:0') (tensor(16.5426, device='cuda:0')) | > loss_gen: 2.624910593032837 (2.670153254676462) | > loss_kl: 1.568392276763916 (1.5467801794783615) | > loss_feat: 7.882342338562012 (7.378301140228053) | > loss_mel: 20.87822914123535 (20.53247932379391) | > loss_duration: 2.20896577835083 (2.1436778349688383) | > loss_1: 35.162841796875 (34.27139178313659) | > grad_norm_1: tensor(192.5678, device='cuda:0') (tensor(211.1732, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.4253 (0.37371434618495264) | > loader_time: 0.0068 (0.004251431393366988)  --> TIME: 2024-06-10 17:21:27 -- STEP: 304/330 -- GLOBAL_STEP: 106125 | > loss_disc: 2.1097164154052734 (2.227203505996027) | > loss_disc_real_0: 0.0975668728351593 (0.11533107032607261) | > loss_disc_real_1: 0.199625626206398 (0.20433041919022807) | > loss_disc_real_2: 0.20563548803329468 (0.21458719616853877) | > loss_disc_real_3: 0.18606175482273102 (0.21972428316152404) | > loss_disc_real_4: 0.24080537259578705 (0.20959025783170213) | > loss_disc_real_5: 0.19429728388786316 (0.20634765530887397) | > loss_0: 2.1097164154052734 (2.227203505996027) | > grad_norm_0: tensor(18.2877, device='cuda:0') (tensor(16.7219, device='cuda:0')) | > loss_gen: 3.00569224357605 (2.6683360934257503) | > loss_kl: 1.6801838874816895 (1.5490606105641316) | > loss_feat: 9.432897567749023 (7.400484908568232) | > loss_mel: 20.131086349487305 (20.478297641402797) | > loss_duration: 2.2824673652648926 (2.153010188356825) | > loss_1: 36.532325744628906 (34.24918948976614) | > grad_norm_1: tensor(120.5157, device='cuda:0') (tensor(212.6069, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.4659 (0.38081830818402124) | > loader_time: 0.0073 (0.0044411922755994305)  --> TIME: 2024-06-10 17:21:57 -- STEP: 329/330 -- GLOBAL_STEP: 106150 | > loss_disc: 2.37338924407959 (2.2292208218646996) | > loss_disc_real_0: 0.14633463323116302 (0.11595848873031175) | > loss_disc_real_1: 0.29280465841293335 (0.20504324921721026) | > loss_disc_real_2: 0.2642703950405121 (0.2144658831386943) | > loss_disc_real_3: 0.3059708774089813 (0.21967471375110298) | > loss_disc_real_4: 0.3005218803882599 (0.20993227455029015) | > loss_disc_real_5: 0.3169019818305969 (0.20629226321235616) | > loss_0: 2.37338924407959 (2.2292208218646996) | > grad_norm_0: tensor(16.0248, device='cuda:0') (tensor(16.6187, device='cuda:0')) | > loss_gen: 2.5348434448242188 (2.6723002141007535) | > loss_kl: 2.0113437175750732 (1.561203811668697) | > loss_feat: 11.705513000488281 (7.538445243719501) | > loss_mel: 19.569990158081055 (20.46094397570949) | > loss_duration: 2.301866292953491 (2.1657071660717198) | > loss_1: 38.12355422973633 (34.39860046525853) | > grad_norm_1: tensor(133.7670, device='cuda:0') (tensor(212.5635, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 15.4881 (0.4411261538241771) | > loader_time: 0.0342 (0.004912959043740502)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.756951093673706 (2.756951093673706) | > loss_disc_real_0: 0.2409386783838272 (0.2409386783838272) | > loss_disc_real_1: 0.19061987102031708 (0.19061987102031708) | > loss_disc_real_2: 0.2619944214820862 (0.2619944214820862) | > loss_disc_real_3: 0.30169999599456787 (0.30169999599456787) | > loss_disc_real_4: 0.29280024766921997 (0.29280024766921997) | > loss_disc_real_5: 0.27535706758499146 (0.27535706758499146) | > loss_0: 2.756951093673706 (2.756951093673706) | > loss_gen: 2.11773419380188 (2.11773419380188) | > loss_kl: 1.613537311553955 (1.613537311553955) | > loss_feat: 4.618160247802734 (4.618160247802734) | > loss_mel: 15.652620315551758 (15.652620315551758) | > loss_duration: 2.915830135345459 (2.915830135345459) | > loss_1: 26.917882919311523 (26.917882919311523)  --> STEP: 1 | > loss_disc: 2.2069802284240723 (2.2069802284240723) | > loss_disc_real_0: 0.06753289699554443 (0.06753289699554443) | > loss_disc_real_1: 0.21248948574066162 (0.21248948574066162) | > loss_disc_real_2: 0.23930193483829498 (0.23930193483829498) | > loss_disc_real_3: 0.2286328673362732 (0.2286328673362732) | > loss_disc_real_4: 0.24983425438404083 (0.24983425438404083) | > loss_disc_real_5: 0.3176000118255615 (0.3176000118255615) | > loss_0: 2.2069802284240723 (2.2069802284240723) | > loss_gen: 2.635484457015991 (2.635484457015991) | > loss_kl: 1.8671156167984009 (1.8671156167984009) | > loss_feat: 7.023919105529785 (7.023919105529785) | > loss_mel: 21.65259552001953 (21.65259552001953) | > loss_duration: 2.4223670959472656 (2.4223670959472656) | > loss_1: 35.60148239135742 (35.60148239135742)  --> STEP: 2 | > loss_disc: 2.561553716659546 (2.384266972541809) | > loss_disc_real_0: 0.09841189533472061 (0.08297239616513252) | > loss_disc_real_1: 0.19721169769763947 (0.20485059171915054) | > loss_disc_real_2: 0.41205477714538574 (0.32567835599184036) | > loss_disc_real_3: 0.3569658696651459 (0.29279936850070953) | > loss_disc_real_4: 0.3342127501964569 (0.29202350229024887) | > loss_disc_real_5: 0.286521315574646 (0.30206066370010376) | > loss_0: 2.561553716659546 (2.384266972541809) | > loss_gen: 2.746732711791992 (2.6911085844039917) | > loss_kl: 2.1290597915649414 (1.9980877041816711) | > loss_feat: 5.610963344573975 (6.31744122505188) | > loss_mel: 21.1558837890625 (21.404239654541016) | > loss_duration: 2.3678479194641113 (2.3951075077056885) | > loss_1: 34.0104866027832 (34.80598449707031)  --> STEP: 3 | > loss_disc: 2.3467209339141846 (2.371751626332601) | > loss_disc_real_0: 0.17224657535552979 (0.11273045589526494) | > loss_disc_real_1: 0.3339362144470215 (0.24787913262844086) | > loss_disc_real_2: 0.28258755803108215 (0.31131475667158764) | > loss_disc_real_3: 0.25654953718185425 (0.28071609139442444) | > loss_disc_real_4: 0.2604595124721527 (0.2815021723508835) | > loss_disc_real_5: 0.2735823690891266 (0.292567898829778) | > loss_0: 2.3467209339141846 (2.371751626332601) | > loss_gen: 2.9864933490753174 (2.789570172627767) | > loss_kl: 2.0182998180389404 (2.0048250754674277) | > loss_feat: 6.94072151184082 (6.525201320648193) | > loss_mel: 20.27206039428711 (21.026846567789715) | > loss_duration: 2.1289141178131104 (2.3063763777414956) | > loss_1: 34.34648895263672 (34.652819315592446)  --> STEP: 4 | > loss_disc: 2.07601261138916 (2.2978168725967407) | > loss_disc_real_0: 0.1074105054140091 (0.11140046827495098) | > loss_disc_real_1: 0.20487475395202637 (0.23712803795933723) | > loss_disc_real_2: 0.36601924896240234 (0.3249908797442913) | > loss_disc_real_3: 0.21902194619178772 (0.26529255509376526) | > loss_disc_real_4: 0.2040604054927826 (0.26214173063635826) | > loss_disc_real_5: 0.21314415335655212 (0.27271196246147156) | > loss_0: 2.07601261138916 (2.2978168725967407) | > loss_gen: 3.002073049545288 (2.842695891857147) | > loss_kl: 1.7718607187271118 (1.9465839862823486) | > loss_feat: 7.386044025421143 (6.740411996841431) | > loss_mel: 20.88390350341797 (20.991110801696777) | > loss_duration: 2.25778865814209 (2.2942294478416443) | > loss_1: 35.30167007446289 (34.81503200531006)  --> STEP: 5 | > loss_disc: 1.9727015495300293 (2.2327938079833984) | > loss_disc_real_0: 0.0844142735004425 (0.10600322932004928) | > loss_disc_real_1: 0.16044747829437256 (0.2217919260263443) | > loss_disc_real_2: 0.27548056840896606 (0.3150888174772263) | > loss_disc_real_3: 0.23208698630332947 (0.2586514413356781) | > loss_disc_real_4: 0.21454709768295288 (0.25262280404567716) | > loss_disc_real_5: 0.14610247313976288 (0.2473900645971298) | > loss_0: 1.9727015495300293 (2.2327938079833984) | > loss_gen: 2.9350197315216064 (2.861160659790039) | > loss_kl: 1.697541356086731 (1.8967754602432252) | > loss_feat: 7.7995285987854 (6.952235317230224) | > loss_mel: 22.1604061126709 (21.2249698638916) | > loss_duration: 2.3901009559631348 (2.3134037494659423) | > loss_1: 36.98259735107422 (35.24854507446289)  --> STEP: 6 | > loss_disc: 2.3929402828216553 (2.259484887123108) | > loss_disc_real_0: 0.12202106416225433 (0.1086728684604168) | > loss_disc_real_1: 0.14136043190956116 (0.20838667700688043) | > loss_disc_real_2: 0.333640992641449 (0.3181808466712634) | > loss_disc_real_3: 0.275454580783844 (0.26145196457703906) | > loss_disc_real_4: 0.295540452003479 (0.2597757453719775) | > loss_disc_real_5: 0.28648823499679565 (0.25390642633040744) | > loss_0: 2.3929402828216553 (2.259484887123108) | > loss_gen: 2.600142478942871 (2.8176576296488443) | > loss_kl: 1.681972861289978 (1.8609750270843506) | > loss_feat: 6.161877632141113 (6.820509036382039) | > loss_mel: 19.071115493774414 (20.865994135538738) | > loss_duration: 2.1550443172454834 (2.2870105107625327) | > loss_1: 31.670154571533203 (34.652146657307945)  --> STEP: 7 | > loss_disc: 2.6036911010742188 (2.308657203401838) | > loss_disc_real_0: 0.2489447444677353 (0.12871170789003372) | > loss_disc_real_1: 0.2708300054073334 (0.21730715249265944) | > loss_disc_real_2: 0.3845466673374176 (0.3276616781949997) | > loss_disc_real_3: 0.2883736193180084 (0.2652979152543204) | > loss_disc_real_4: 0.3058193624019623 (0.2663534049476896) | > loss_disc_real_5: 0.28361964225769043 (0.25815117146287647) | > loss_0: 2.6036911010742188 (2.308657203401838) | > loss_gen: 3.008817195892334 (2.8449661391122) | > loss_kl: 3.0589630603790283 (2.032116174697876) | > loss_feat: 4.894140243530273 (6.545313494546073) | > loss_mel: 18.292150497436523 (20.49830218723842) | > loss_duration: 2.3997459411621094 (2.303115572248186) | > loss_1: 31.653818130493164 (34.22381401062012)  --> STEP: 8 | > loss_disc: 1.9263156652450562 (2.2608645111322403) | > loss_disc_real_0: 0.09233629703521729 (0.12416478153318167) | > loss_disc_real_1: 0.09557314217090607 (0.20209040120244026) | > loss_disc_real_2: 0.25755250453948975 (0.31889803148806095) | > loss_disc_real_3: 0.18795925378799438 (0.25563058257102966) | > loss_disc_real_4: 0.15077905356884003 (0.2519066110253334) | > loss_disc_real_5: 0.17439761757850647 (0.2476819772273302) | > loss_0: 1.9263156652450562 (2.2608645111322403) | > loss_gen: 2.5961952209472656 (2.8138697743415833) | > loss_kl: 1.614803433418274 (1.9799520820379257) | > loss_feat: 11.208131790161133 (7.128165781497955) | > loss_mel: 20.18824577331543 (20.459545135498047) | > loss_duration: 2.1512715816497803 (2.2841350734233856) | > loss_1: 37.75864791870117 (34.66566824913025)  --> STEP: 9 | > loss_disc: 2.3926143646240234 (2.2755033837424383) | > loss_disc_real_0: 0.17648036777973175 (0.129977624449465) | > loss_disc_real_1: 0.1656515747308731 (0.19804164270559946) | > loss_disc_real_2: 0.26008129119873047 (0.3123628381225798) | > loss_disc_real_3: 0.3416040539741516 (0.2651831905047099) | > loss_disc_real_4: 0.23122911155223846 (0.2496091110838784) | > loss_disc_real_5: 0.34757840633392334 (0.2587815804613961) | > loss_0: 2.3926143646240234 (2.2755033837424383) | > loss_gen: 3.0867226123809814 (2.8441867563459606) | > loss_kl: 1.5746033191680908 (1.934913330607944) | > loss_feat: 9.168293952941895 (7.354846689436171) | > loss_mel: 24.155622482299805 (20.8702203962538) | > loss_duration: 2.0638203620910645 (2.2596556610531278) | > loss_1: 40.04906463623047 (35.263823403252495)  --> STEP: 10 | > loss_disc: 2.4879965782165527 (2.29675270318985) | > loss_disc_real_0: 0.1243746429681778 (0.1294173263013363) | > loss_disc_real_1: 0.16745205223560333 (0.19498268365859986) | > loss_disc_real_2: 0.2742574214935303 (0.30855229645967486) | > loss_disc_real_3: 0.32997360825538635 (0.27166223227977754) | > loss_disc_real_4: 0.2732342481613159 (0.25197162479162216) | > loss_disc_real_5: 0.26422908902168274 (0.2593263313174248) | > loss_0: 2.4879965782165527 (2.29675270318985) | > loss_gen: 2.4047036170959473 (2.8002384424209597) | > loss_kl: 1.806684970855713 (1.9220904946327209) | > loss_feat: 4.321899890899658 (7.05155200958252) | > loss_mel: 16.90626335144043 (20.47382469177246) | > loss_duration: 2.2493481636047363 (2.2586249113082886) | > loss_1: 27.68889808654785 (34.50633087158203)  --> STEP: 11 | > loss_disc: 2.2873408794403076 (2.2958970828489824) | > loss_disc_real_0: 0.0768401175737381 (0.12463758005337282) | > loss_disc_real_1: 0.15549777448177338 (0.19139314646070654) | > loss_disc_real_2: 0.2559621334075928 (0.3037713725458492) | > loss_disc_real_3: 0.2929730713367462 (0.2735995812849565) | > loss_disc_real_4: 0.33102527260780334 (0.2591583200476386) | > loss_disc_real_5: 0.26726406812667847 (0.26004794375462964) | > loss_0: 2.2873408794403076 (2.2958970828489824) | > loss_gen: 2.7497897148132324 (2.7956521944566206) | > loss_kl: 2.2907228469848633 (1.9556025266647339) | > loss_feat: 6.279298782348633 (6.981347170743075) | > loss_mel: 21.448760986328125 (20.562455264004793) | > loss_duration: 2.444094657897949 (2.275485797361894) | > loss_1: 35.212669372558594 (34.5705434625799)  --> STEP: 12 | > loss_disc: 2.0387954711914062 (2.274471948544184) | > loss_disc_real_0: 0.07617643475532532 (0.12059915127853553) | > loss_disc_real_1: 0.21299931406974792 (0.19319366042812666) | > loss_disc_real_2: 0.402802437543869 (0.31202396129568416) | > loss_disc_real_3: 0.3602246046066284 (0.28081833322842914) | > loss_disc_real_4: 0.2717374265193939 (0.2602065789202849) | > loss_disc_real_5: 0.18145513534545898 (0.25349854305386543) | > loss_0: 2.0387954711914062 (2.274471948544184) | > loss_gen: 3.64204740524292 (2.8661851286888123) | > loss_kl: 1.7892533540725708 (1.941740095615387) | > loss_feat: 7.906289577484131 (7.0584257046381635) | > loss_mel: 19.487491607666016 (20.472874959309895) | > loss_duration: 2.2073750495910645 (2.269809901714325) | > loss_1: 35.03245544433594 (34.609036127726235)  --> STEP: 13 | > loss_disc: 1.8944799900054932 (2.245241797887362) | > loss_disc_real_0: 0.12727804481983185 (0.12111291232017371) | > loss_disc_real_1: 0.20424501597881317 (0.1940437647012564) | > loss_disc_real_2: 0.20066837966442108 (0.3034581473240486) | > loss_disc_real_3: 0.28624045848846436 (0.2812354197868934) | > loss_disc_real_4: 0.20834380388259888 (0.2562171346866168) | > loss_disc_real_5: 0.13364876806735992 (0.244279329593365) | > loss_0: 1.8944799900054932 (2.245241797887362) | > loss_gen: 3.0358211994171143 (2.879234057206374) | > loss_kl: 1.75214684009552 (1.9271559990369356) | > loss_feat: 7.62615966796875 (7.102097547971285) | > loss_mel: 19.300546646118164 (20.382695858295147) | > loss_duration: 2.129336357116699 (2.2590042444375844) | > loss_1: 33.84400939941406 (34.55018791785607)  --> STEP: 14 | > loss_disc: 2.2457048892974854 (2.245274875845228) | > loss_disc_real_0: 0.06624831259250641 (0.11719401233962604) | > loss_disc_real_1: 0.1332910805940628 (0.18970428726502828) | > loss_disc_real_2: 0.3432983160018921 (0.30630387365818024) | > loss_disc_real_3: 0.3804349899291992 (0.28832110336848665) | > loss_disc_real_4: 0.31735488772392273 (0.26058411704642437) | > loss_disc_real_5: 0.2924131751060486 (0.24771746141569956) | > loss_0: 2.2457048892974854 (2.245274875845228) | > loss_gen: 3.077927589416504 (2.8934264523642406) | > loss_kl: 1.7018440961837769 (1.9110622916902815) | > loss_feat: 5.963804721832275 (7.020790917532785) | > loss_mel: 21.362213134765625 (20.45266137804304) | > loss_duration: 2.381049156188965 (2.2677217381341115) | > loss_1: 34.486839294433594 (34.545663016183035)  --> STEP: 15 | > loss_disc: 2.284670829772949 (2.247901272773743) | > loss_disc_real_0: 0.12973764538764954 (0.1180302545428276) | > loss_disc_real_1: 0.2011135071516037 (0.1904649019241333) | > loss_disc_real_2: 0.3706555664539337 (0.3105939865112305) | > loss_disc_real_3: 0.26931580901145935 (0.28705408374468483) | > loss_disc_real_4: 0.27201414108276367 (0.261346118648847) | > loss_disc_real_5: 0.21759916841983795 (0.24570957521597545) | > loss_0: 2.284670829772949 (2.247901272773743) | > loss_gen: 2.9475760459899902 (2.8970364252726237) | > loss_kl: 1.9755609035491943 (1.9153621991475422) | > loss_feat: 7.681833744049072 (7.064860439300537) | > loss_mel: 21.704450607299805 (20.536113993326822) | > loss_duration: 2.2088661193847656 (2.2637980302174885) | > loss_1: 36.518287658691406 (34.677171325683595)  --> STEP: 16 | > loss_disc: 2.160402774810791 (2.242432616651058) | > loss_disc_real_0: 0.0870441347360611 (0.1160936220549047) | > loss_disc_real_1: 0.25666701793670654 (0.19460253417491913) | > loss_disc_real_2: 0.28592246770858765 (0.3090520165860653) | > loss_disc_real_3: 0.21073594689369202 (0.2822842001914978) | > loss_disc_real_4: 0.20141932368278503 (0.25760069396346813) | > loss_disc_real_5: 0.25002285838127136 (0.24597915541380644) | > loss_0: 2.160402774810791 (2.242432616651058) | > loss_gen: 2.8782546520233154 (2.895862564444542) | > loss_kl: 1.8607767820358276 (1.9119506105780602) | > loss_feat: 9.321584701538086 (7.205905705690384) | > loss_mel: 21.73732566833496 (20.61118972301483) | > loss_duration: 2.3519885540008545 (2.269309937953949) | > loss_1: 38.14992904663086 (34.8942186832428)  --> STEP: 17 | > loss_disc: 1.94625723361969 (2.225010535296272) | > loss_disc_real_0: 0.1218140572309494 (0.11643011824173086) | > loss_disc_real_1: 0.24484294652938843 (0.19755785254871144) | > loss_disc_real_2: 0.2768697142601013 (0.3071589399786556) | > loss_disc_real_3: 0.2578887641429901 (0.2808491745415856) | > loss_disc_real_4: 0.20598098635673523 (0.2545642405748368) | > loss_disc_real_5: 0.18601730465888977 (0.24245198772234075) | > loss_0: 1.94625723361969 (2.225010535296272) | > loss_gen: 3.297513484954834 (2.9194890891804413) | > loss_kl: 0.9687489867210388 (1.8564681621158825) | > loss_feat: 7.482888221740723 (7.222198794869816) | > loss_mel: 20.074731826782227 (20.57963337617762) | > loss_duration: 2.370882511138916 (2.2752847952001236) | > loss_1: 34.194766998291016 (34.853074466480926)  --> STEP: 18 | > loss_disc: 1.8130803108215332 (2.202125522825453) | > loss_disc_real_0: 0.08197511732578278 (0.11451595152417819) | > loss_disc_real_1: 0.1529613584280014 (0.19508026954200533) | > loss_disc_real_2: 0.19129854440689087 (0.30072225133577984) | > loss_disc_real_3: 0.2437269687652588 (0.2787868297762341) | > loss_disc_real_4: 0.14697231352329254 (0.24858691129419544) | > loss_disc_real_5: 0.1657891720533371 (0.2381929424073961) | > loss_0: 1.8130803108215332 (2.202125522825453) | > loss_gen: 3.0219874382019043 (2.9251834419038563) | > loss_kl: 1.8488527536392212 (1.856045083867179) | > loss_feat: 10.526931762695312 (7.405795070860121) | > loss_mel: 24.032949447631836 (20.771484269036186) | > loss_duration: 2.1970672607421875 (2.2709393766191273) | > loss_1: 41.62778854370117 (35.22944747077094)  --> STEP: 19 | > loss_disc: 2.512131452560425 (2.2184416243904517) | > loss_disc_real_0: 0.10174334049224854 (0.11384370883828715) | > loss_disc_real_1: 0.2702164649963379 (0.19903480614486493) | > loss_disc_real_2: 0.34932392835617065 (0.303280234336853) | > loss_disc_real_3: 0.29512396454811096 (0.2796466789747539) | > loss_disc_real_4: 0.25377216935157776 (0.24885981961300505) | > loss_disc_real_5: 0.24762867391109467 (0.23868955985495918) | > loss_0: 2.512131452560425 (2.2184416243904517) | > loss_gen: 2.704742908477783 (2.9135813085656417) | > loss_kl: 1.0666286945343018 (1.8144968528496592) | > loss_feat: 9.334633827209473 (7.507312900141666) | > loss_mel: 21.32086181640625 (20.800398876792507) | > loss_duration: 2.3379087448120117 (2.2744640802082263) | > loss_1: 36.76477813720703 (35.31025434795179)  --> STEP: 20 | > 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(0.2455141903324561) | > loss_disc_real_5: 0.3972267806529999 (0.24305432425303894) | > loss_0: 2.357309341430664 (2.203561154278842) | > loss_gen: 3.131132125854492 (2.943321780724959) | > loss_kl: 1.7973501682281494 (1.8000270263715223) | > loss_feat: 7.837233066558838 (7.496003129265525) | > loss_mel: 23.481531143188477 (20.885454351251777) | > loss_duration: 2.153372287750244 (2.2661146359010176) | > loss_1: 38.40061950683594 (35.39092115922408)  --> STEP: 23 | > loss_disc: 2.263336420059204 (2.2061600788779883) | > loss_disc_real_0: 0.16352111101150513 (0.11360142801118933) | > loss_disc_real_1: 0.25583723187446594 (0.20386096381622812) | > loss_disc_real_2: 0.2806004583835602 (0.29672437193601026) | > loss_disc_real_3: 0.29796409606933594 (0.27848971408346423) | > loss_disc_real_4: 0.28304845094680786 (0.24714611470699313) | > loss_disc_real_5: 0.3096237778663635 (0.24594864832318347) | > loss_0: 2.263336420059204 (2.2061600788779883) | > loss_gen: 3.2274222373962402 (2.9556739744932754) | > loss_kl: 2.020237684249878 (1.8096014028010161) | > loss_feat: 7.479269027709961 (7.495275559632675) | > loss_mel: 18.116674423217773 (20.7650726152503) | > loss_duration: 2.287696361541748 (2.267052971798441) | > loss_1: 33.13129806518555 (35.29267667687458)  --> STEP: 24 | > loss_disc: 1.9671189785003662 (2.1962000330289206) | > loss_disc_real_0: 0.110340915620327 (0.11346557332823674) | > loss_disc_real_1: 0.20886802673339844 (0.2040695914377769) | > loss_disc_real_2: 0.24750833213329315 (0.294673703610897) | > loss_disc_real_3: 0.24404560029506683 (0.27705454267561436) | > loss_disc_real_4: 0.18391317129135132 (0.2445114087313414) | > loss_disc_real_5: 0.2157072275876999 (0.24468858912587166) | > loss_0: 1.9671189785003662 (2.1962000330289206) | > loss_gen: 3.1003355979919434 (2.9617015421390533) | > loss_kl: 1.5885108709335327 (1.8003892973065376) | > loss_feat: 6.477168083190918 (7.452854414780934) | > loss_mel: 20.101472854614258 (20.737422625223797) | > loss_duration: 2.3778724670410156 (2.2716704507668815) | > loss_1: 33.645362854003906 (35.22403860092163)  --> STEP: 25 | > loss_disc: 2.548189163208008 (2.210279598236084) | > loss_disc_real_0: 0.264095276594162 (0.11949076145887375) | > loss_disc_real_1: 0.21062728762626648 (0.20433189928531648) | > loss_disc_real_2: 0.2354172319173813 (0.29230344474315634) | > loss_disc_real_3: 0.29209277033805847 (0.2776560717821121) | > loss_disc_real_4: 0.3342919647693634 (0.24810263097286228) | > loss_disc_real_5: 0.3127967119216919 (0.24741291403770446) | > loss_0: 2.548189163208008 (2.210279598236084) | > loss_gen: 2.7706117630004883 (2.9540579509735108) | > loss_kl: 2.127389907836914 (1.8134693217277527) | > loss_feat: 4.538251876831055 (7.33627031326294) | > loss_mel: 16.99547004699707 (20.587744522094727) | > loss_duration: 2.345430612564087 (2.2746208572387694) | > loss_1: 28.77715492248535 (34.96616325378418)  --> STEP: 26 | > loss_disc: 2.268939971923828 (2.2125357664548435) | > loss_disc_real_0: 0.06696358323097229 (0.11747048537318523) | > loss_disc_real_1: 0.1893599033355713 (0.20375605328724936) | > loss_disc_real_2: 0.2972289025783539 (0.29249288542912544) | > loss_disc_real_3: 0.18781280517578125 (0.2742005615280224) | > loss_disc_real_4: 0.27085185050964355 (0.24897760095504617) | > loss_disc_real_5: 0.24653887748718262 (0.2473792972472998) | > loss_0: 2.268939971923828 (2.2125357664548435) | > loss_gen: 2.5923070907592773 (2.9401444563498864) | > loss_kl: 2.0575685501098633 (1.822857753588603) | > loss_feat: 7.388844013214111 (7.338292378645677) | > loss_mel: 19.800569534301758 (20.557468561025765) | > loss_duration: 2.315621852874756 (2.2761978186093845) | > loss_1: 34.154911041259766 (34.93496124561016) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023599037757286653 (-1.4671912560095153e-06) | > avg_loss_disc: 2.2125357664548435 (+0.00623436157520052) | > avg_loss_disc_real_0: 0.11747048537318523 (+0.03557064985999696) | > avg_loss_disc_real_1: 0.20375605328724936 (-0.02860479228771648) | > avg_loss_disc_real_2: 0.29249288542912544 (+0.06738855833044405) | > avg_loss_disc_real_3: 0.2742005615280224 (+0.05265762341710231) | > avg_loss_disc_real_4: 0.24897760095504617 (+0.0652423784709894) | > avg_loss_disc_real_5: 0.2473792972472998 (+0.028428751115615547) | > avg_loss_0: 2.2125357664548435 (+0.00623436157520052) | > avg_loss_gen: 2.9401444563498864 (+0.3780460541064916) | > avg_loss_kl: 1.822857753588603 (+0.044157168039908656) | > avg_loss_feat: 7.338292378645677 (-0.24390286665696426) | > avg_loss_mel: 20.557468561025765 (-0.40475243788499427) | > avg_loss_duration: 2.2761978186093845 (-0.007935505646925467) | > avg_loss_1: 34.93496124561016 (-0.23438688424917586)  > EPOCH: 55/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:22:02)   --> TIME: 2024-06-10 17:22:11 -- STEP: 24/330 -- GLOBAL_STEP: 106175 | > loss_disc: 2.359955310821533 (2.3228968977928157) | > loss_disc_real_0: 0.15369835495948792 (0.1270076142003139) | > loss_disc_real_1: 0.185515895485878 (0.20127538964152336) | > loss_disc_real_2: 0.22845332324504852 (0.2222279862811168) | > loss_disc_real_3: 0.21837477385997772 (0.2240447582056125) | > loss_disc_real_4: 0.23193290829658508 (0.21726972175141177) | > loss_disc_real_5: 0.197457417845726 (0.21854452602565289) | > loss_0: 2.359955310821533 (2.3228968977928157) | > grad_norm_0: tensor(13.7452, device='cuda:0') (tensor(10.8071, device='cuda:0')) | > loss_gen: 2.5570907592773438 (2.518089820941289) | > loss_kl: 1.6381078958511353 (1.5789943685134251) | > loss_feat: 7.172177314758301 (6.766012529532115) | > loss_mel: 20.309236526489258 (20.60707855224609) | > loss_duration: 2.1023011207580566 (2.2175910274187722) | > loss_1: 33.77891540527344 (33.68776639302571) | > grad_norm_1: tensor(72.2477, device='cuda:0') (tensor(114.0432, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3345 (0.33394864201545715) | > loader_time: 0.0029 (0.0029777884483337402)  --> TIME: 2024-06-10 17:22:20 -- STEP: 49/330 -- GLOBAL_STEP: 106200 | > loss_disc: 2.0662646293640137 (2.264928632852983) | > loss_disc_real_0: 0.10331981629133224 (0.11830751415418118) | > loss_disc_real_1: 0.18540601432323456 (0.1986070553563079) | > loss_disc_real_2: 0.200996533036232 (0.21606596179154455) | > loss_disc_real_3: 0.1796199530363083 (0.22129093171382436) | > loss_disc_real_4: 0.20076043903827667 (0.2149177297037475) | > loss_disc_real_5: 0.19922949373722076 (0.21384453043645743) | > loss_0: 2.0662646293640137 (2.264928632852983) | > grad_norm_0: tensor(23.9553, device='cuda:0') (tensor(11.7627, device='cuda:0')) | > loss_gen: 3.069429636001587 (2.594418224023313) | > loss_kl: 1.5445929765701294 (1.551301080353406) | > loss_feat: 7.3046722412109375 (7.046314959623376) | > loss_mel: 20.652315139770508 (20.706199295666753) | > loss_duration: 2.0466623306274414 (2.155323700029023) | > loss_1: 34.617671966552734 (34.05355741539779) | > grad_norm_1: tensor(205.0452, device='cuda:0') (tensor(133.6646, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3447 (0.3418480668749128) | > loader_time: 0.0031 (0.01068623211919045)  --> TIME: 2024-06-10 17:22:29 -- STEP: 74/330 -- GLOBAL_STEP: 106225 | > loss_disc: 2.1700093746185303 (2.247799225755641) | > loss_disc_real_0: 0.07000984251499176 (0.11645232181291322) | > loss_disc_real_1: 0.258097767829895 (0.19998723802131577) | > loss_disc_real_2: 0.17557789385318756 (0.21525932143668872) | > loss_disc_real_3: 0.202808678150177 (0.21936426352004748) | > loss_disc_real_4: 0.18284578621387482 (0.21175704393032435) | > loss_disc_real_5: 0.19704169034957886 (0.2130545633467468) | > loss_0: 2.1700093746185303 (2.247799225755641) | > grad_norm_0: tensor(8.2318, device='cuda:0') (tensor(12.3743, device='cuda:0')) | > loss_gen: 2.8358654975891113 (2.6242258387642936) | > loss_kl: 1.6288230419158936 (1.5504365128439825) | > loss_feat: 7.925085067749023 (7.201815218538852) | > loss_mel: 21.08211898803711 (20.80002921336406) | > loss_duration: 2.0139381885528564 (2.128999176863077) | > loss_1: 35.48583221435547 (34.30550611341321) | > grad_norm_1: tensor(332.9375, device='cuda:0') (tensor(142.8052, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3552 (0.34627141501452474) | > loader_time: 0.0034 (0.00830111954663251)  --> TIME: 2024-06-10 17:22:38 -- STEP: 99/330 -- GLOBAL_STEP: 106250 | > loss_disc: 2.079840660095215 (2.234457846843835) | > loss_disc_real_0: 0.1457270383834839 (0.11631892756982283) | > loss_disc_real_1: 0.2047729194164276 (0.20194765044884247) | > loss_disc_real_2: 0.19467011094093323 (0.21469921641277545) | > loss_disc_real_3: 0.19345518946647644 (0.2167885566901679) | > loss_disc_real_4: 0.1719360202550888 (0.2083460371000598) | > loss_disc_real_5: 0.14992274343967438 (0.21008059307180268) | > loss_0: 2.079840660095215 (2.234457846843835) | > grad_norm_0: tensor(10.4969, device='cuda:0') (tensor(12.6180, device='cuda:0')) | > loss_gen: 2.6215338706970215 (2.6320511620454115) | > loss_kl: 1.6205027103424072 (1.5419142523197213) | > loss_feat: 7.31818962097168 (7.218163085706307) | > loss_mel: 20.529788970947266 (20.719144936763882) | > loss_duration: 2.0812177658081055 (2.119667078509476) | > loss_1: 34.171234130859375 (34.23094080915356) | > grad_norm_1: tensor(228.1681, device='cuda:0') (tensor(164.4129, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3586 (0.3502105438348019) | > loader_time: 0.0036 (0.007224747628876654)  --> TIME: 2024-06-10 17:22:48 -- STEP: 124/330 -- GLOBAL_STEP: 106275 | > loss_disc: 2.2904767990112305 (2.2336145947056436) | > loss_disc_real_0: 0.1372576802968979 (0.11508596484218875) | > loss_disc_real_1: 0.26043960452079773 (0.2014463581745663) | > loss_disc_real_2: 0.22866107523441315 (0.21411511157789537) | > loss_disc_real_3: 0.20517368614673615 (0.2190457345737565) | > loss_disc_real_4: 0.21747617423534393 (0.2100729270567817) | > loss_disc_real_5: 0.21914857625961304 (0.21082973071644384) | > loss_0: 2.2904767990112305 (2.2336145947056436) | > grad_norm_0: tensor(14.7346, device='cuda:0') (tensor(12.2476, device='cuda:0')) | > loss_gen: 2.6758415699005127 (2.6393143400069206) | > loss_kl: 1.5388691425323486 (1.535772011164696) | > loss_feat: 7.302396774291992 (7.243264352121661) | > loss_mel: 21.119384765625 (20.666694841077256) | > loss_duration: 2.0944786071777344 (2.116630070632505) | > loss_1: 34.73097229003906 (34.20167583034886) | > grad_norm_1: tensor(87.2528, device='cuda:0') (tensor(162.0439, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3478 (0.35322895165412654) | > loader_time: 0.004 (0.006593040881618374)  --> TIME: 2024-06-10 17:22:57 -- STEP: 149/330 -- GLOBAL_STEP: 106300 | > loss_disc: 2.377361297607422 (2.239464158179776) | > loss_disc_real_0: 0.1239551231265068 (0.11518243105219514) | > loss_disc_real_1: 0.23600921034812927 (0.20129597652078474) | > loss_disc_real_2: 0.20883183181285858 (0.21510365935380027) | > loss_disc_real_3: 0.24470530450344086 (0.21896489774620773) | > loss_disc_real_4: 0.2356848120689392 (0.2110364490107402) | > loss_disc_real_5: 0.22372379899024963 (0.2112097644165858) | > loss_0: 2.377361297607422 (2.239464158179776) | > grad_norm_0: tensor(37.8309, device='cuda:0') (tensor(13.4012, device='cuda:0')) | > loss_gen: 2.5085299015045166 (2.6402996370456346) | > loss_kl: 1.4562606811523438 (1.5340417039474386) | > loss_feat: 6.846991062164307 (7.246003509367872) | > loss_mel: 21.44671630859375 (20.675285787390386) | > loss_duration: 2.126863718032837 (2.1170603004878012) | > loss_1: 34.3853645324707 (34.21269107024943) | > grad_norm_1: tensor(235.8494, device='cuda:0') (tensor(171.3933, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3701 (0.35567775028663995) | > loader_time: 0.0044 (0.006200830408390734)  --> TIME: 2024-06-10 17:23:07 -- STEP: 174/330 -- GLOBAL_STEP: 106325 | > loss_disc: 2.301547050476074 (2.2392514464498934) | > loss_disc_real_0: 0.14900223910808563 (0.11508189946755595) | > loss_disc_real_1: 0.18779444694519043 (0.20117771715439595) | > loss_disc_real_2: 0.20464923977851868 (0.2138768170756855) | > loss_disc_real_3: 0.22117336094379425 (0.2195400213715674) | > loss_disc_real_4: 0.2273721694946289 (0.2104329046332973) | > loss_disc_real_5: 0.21945759654045105 (0.2102110490374181) | > loss_0: 2.301547050476074 (2.2392514464498934) | > grad_norm_0: tensor(10.9246, device='cuda:0') (tensor(14.3626, device='cuda:0')) | > loss_gen: 2.7770841121673584 (2.6476350282800594) | > loss_kl: 1.5130268335342407 (1.5295822264134198) | > loss_feat: 6.923283576965332 (7.268363801912329) | > loss_mel: 20.31290054321289 (20.66761035480719) | > loss_duration: 2.1808583736419678 (2.1190589289555612) | > loss_1: 33.7071533203125 (34.23225042189673) | > grad_norm_1: tensor(96.5968, device='cuda:0') (tensor(180.6709, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3941 (0.3590081272454098) | > loader_time: 0.005 (0.005965765865369772)  --> TIME: 2024-06-10 17:23:17 -- STEP: 199/330 -- GLOBAL_STEP: 106350 | > loss_disc: 2.2646942138671875 (2.236543801561671) | > loss_disc_real_0: 0.17721067368984222 (0.1135869405639531) | > loss_disc_real_1: 0.23698313534259796 (0.20235381574936245) | > loss_disc_real_2: 0.18627312779426575 (0.21424165083535351) | > loss_disc_real_3: 0.21641647815704346 (0.21905589882452883) | > loss_disc_real_4: 0.1681121289730072 (0.20999294077631217) | > loss_disc_real_5: 0.19987185299396515 (0.2098684624661153) | > loss_0: 2.2646942138671875 (2.236543801561671) | > grad_norm_0: tensor(51.9012, device='cuda:0') (tensor(15.5069, device='cuda:0')) | > loss_gen: 2.6168529987335205 (2.66165455861307) | > loss_kl: 1.4885517358779907 (1.5271659909780302) | > loss_feat: 6.208714485168457 (7.303733066098774) | > loss_mel: 19.828964233398438 (20.640093999891434) | > loss_duration: 2.227055311203003 (2.124808609186106) | > loss_1: 32.370140075683594 (34.25745632420831) | > grad_norm_1: tensor(106.3995, device='cuda:0') (tensor(191.8494, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3859 (0.3624927039122463) | > loader_time: 0.005 (0.005802849429336622)  --> TIME: 2024-06-10 17:23:27 -- STEP: 224/330 -- GLOBAL_STEP: 106375 | > loss_disc: 2.2778525352478027 (2.235055343380996) | > loss_disc_real_0: 0.13478043675422668 (0.11421311099547893) | > loss_disc_real_1: 0.23175939917564392 (0.2026042071769812) | > loss_disc_real_2: 0.20946010947227478 (0.21432032655658467) | > loss_disc_real_3: 0.25326916575431824 (0.2193421621008643) | > loss_disc_real_4: 0.2375764548778534 (0.209549367560872) | > loss_disc_real_5: 0.2172769010066986 (0.20926880962880592) | > loss_0: 2.2778525352478027 (2.235055343380996) | > grad_norm_0: tensor(16.3824, device='cuda:0') (tensor(16.9197, device='cuda:0')) | > loss_gen: 2.836914539337158 (2.6641461402177784) | > loss_kl: 1.5077853202819824 (1.5283274150320463) | > loss_feat: 7.944598197937012 (7.334749087691307) | > loss_mel: 21.15000343322754 (20.605413121836534) | > loss_duration: 2.225965976715088 (2.1296656339296276) | > loss_1: 35.66526794433594 (34.26230147055218) | > grad_norm_1: tensor(451.4188, device='cuda:0') (tensor(201.9549, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.3986 (0.3675506019166539) | > loader_time: 0.0049 (0.00572711122887475)  --> TIME: 2024-06-10 17:23:38 -- STEP: 249/330 -- GLOBAL_STEP: 106400 | > loss_disc: 2.149614095687866 (2.2341383681239853) | > loss_disc_real_0: 0.10620255023241043 (0.1147589942208495) | > loss_disc_real_1: 0.18288619816303253 (0.20307123628127047) | > loss_disc_real_2: 0.16033220291137695 (0.21398255713732847) | > loss_disc_real_3: 0.18393787741661072 (0.21820601713226503) | > loss_disc_real_4: 0.19106057286262512 (0.20919564845092803) | > loss_disc_real_5: 0.21857883036136627 (0.20840108472420027) | > loss_0: 2.149614095687866 (2.2341383681239853) | > grad_norm_0: tensor(20.8528, device='cuda:0') (tensor(17.8063, device='cuda:0')) | > loss_gen: 2.9531779289245605 (2.665107851526342) | > loss_kl: 1.4328669309616089 (1.5261351104721008) | > loss_feat: 7.8388519287109375 (7.349173394551718) | > loss_mel: 20.914592742919922 (20.579669990692757) | > loss_duration: 2.189317464828491 (2.13608907935131) | > loss_1: 35.32880401611328 (34.25617545101059) | > grad_norm_1: tensor(270.0348, device='cuda:0') (tensor(215.4418, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.4094 (0.372474502846898) | > loader_time: 0.0052 (0.005717915224741739)  --> TIME: 2024-06-10 17:23:49 -- STEP: 274/330 -- GLOBAL_STEP: 106425 | > loss_disc: 2.1868128776550293 (2.2359389780211623) | > loss_disc_real_0: 0.07111744582653046 (0.11474960478172248) | > loss_disc_real_1: 0.24372179806232452 (0.20410547179788566) | > loss_disc_real_2: 0.20582641661167145 (0.21453747914655372) | > loss_disc_real_3: 0.24537158012390137 (0.21803981870630357) | > loss_disc_real_4: 0.23121628165245056 (0.20949199458543402) | > loss_disc_real_5: 0.20656126737594604 (0.20857119522173037) | > loss_0: 2.1868128776550293 (2.2359389780211623) | > grad_norm_0: tensor(29.8878, device='cuda:0') (tensor(19.0768, device='cuda:0')) | > loss_gen: 2.830185651779175 (2.6643897434220682) | > loss_kl: 1.6030853986740112 (1.5273595104252335) | > loss_feat: 7.971524238586426 (7.3612017735947655) | > loss_mel: 18.764934539794922 (20.545635265155436) | > loss_duration: 2.207977533340454 (2.1424125428617433) | > loss_1: 33.377708435058594 (34.24099883893982) | > grad_norm_1: tensor(618.9655, device='cuda:0') (tensor(234.0587, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.4442 (0.3777078894803125) | > loader_time: 0.0066 (0.005729201936373745)  --> TIME: 2024-06-10 17:24:00 -- STEP: 299/330 -- GLOBAL_STEP: 106450 | > loss_disc: 2.147418260574341 (2.2349152708532034) | > loss_disc_real_0: 0.10931356996297836 (0.11563794816965642) | > loss_disc_real_1: 0.2335401475429535 (0.2042615860451424) | > loss_disc_real_2: 0.2268906831741333 (0.21414699816584193) | > loss_disc_real_3: 0.17657043039798737 (0.21746260595560862) | > loss_disc_real_4: 0.18927012383937836 (0.20898583137670093) | > loss_disc_real_5: 0.1737404465675354 (0.208174371948609) | > loss_0: 2.147418260574341 (2.2349152708532034) | > grad_norm_0: tensor(58.4485, device='cuda:0') (tensor(21.0276, device='cuda:0')) | > loss_gen: 2.7239737510681152 (2.6649828172447667) | > loss_kl: 1.594338297843933 (1.5279722460934952) | > loss_feat: 7.945173263549805 (7.373360818843778) | > loss_mel: 20.24488067626953 (20.4968829713139) | > loss_duration: 2.2971725463867188 (2.1511237314313543) | > loss_1: 34.805538177490234 (34.21432263556134) | > grad_norm_1: tensor(279.0551, device='cuda:0') (tensor(242.6047, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.4662 (0.3842652410169111) | > loader_time: 0.0064 (0.005795463670456288)  --> TIME: 2024-06-10 17:24:14 -- STEP: 324/330 -- GLOBAL_STEP: 106475 | > loss_disc: 2.238922119140625 (2.2350471358240402) | > loss_disc_real_0: 0.24564777314662933 (0.11644732052989212) | > loss_disc_real_1: 0.22671657800674438 (0.2047405006295001) | > loss_disc_real_2: 0.17588283121585846 (0.21399006095749365) | > loss_disc_real_3: 0.22904688119888306 (0.21765565490465097) | > loss_disc_real_4: 0.24417836964130402 (0.20950048232887997) | > loss_disc_real_5: 0.21229150891304016 (0.2079596826691686) | > loss_0: 2.238922119140625 (2.2350471358240402) | > grad_norm_0: tensor(32.4344, device='cuda:0') (tensor(22.1020, device='cuda:0')) | > loss_gen: 2.633209466934204 (2.672613627380794) | > loss_kl: 1.6999406814575195 (1.5345015592045257) | > loss_feat: 9.926164627075195 (7.461054766619647) | > loss_mel: 19.50328254699707 (20.46678344703016) | > loss_duration: 2.3430850505828857 (2.1640977841100573) | > loss_1: 36.105682373046875 (34.29905125535566) | > grad_norm_1: tensor(401.5903, device='cuda:0') (tensor(253.7325, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.6176 (0.39589621034669287) | > loader_time: 0.0087 (0.005953002859044957)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3420567512512207 (2.3420567512512207) | > loss_disc_real_0: 0.1543658971786499 (0.1543658971786499) | > loss_disc_real_1: 0.2777123749256134 (0.2777123749256134) | > loss_disc_real_2: 0.22821301221847534 (0.22821301221847534) | > loss_disc_real_3: 0.24920019507408142 (0.24920019507408142) | > loss_disc_real_4: 0.17623087763786316 (0.17623087763786316) | > loss_disc_real_5: 0.14379337430000305 (0.14379337430000305) | > loss_0: 2.3420567512512207 (2.3420567512512207) | > loss_gen: 2.801746368408203 (2.801746368408203) | > loss_kl: 1.37336003780365 (1.37336003780365) | > loss_feat: 6.681692123413086 (6.681692123413086) | > loss_mel: 16.922927856445312 (16.922927856445312) | > loss_duration: 2.717254161834717 (2.717254161834717) | > loss_1: 30.496980667114258 (30.496980667114258)  --> STEP: 1 | > loss_disc: 2.1724863052368164 (2.1724863052368164) | > loss_disc_real_0: 0.09807398170232773 (0.09807398170232773) | > loss_disc_real_1: 0.2189842313528061 (0.2189842313528061) | > loss_disc_real_2: 0.17656318843364716 (0.17656318843364716) | > loss_disc_real_3: 0.3121439814567566 (0.3121439814567566) | > loss_disc_real_4: 0.20514006912708282 (0.20514006912708282) | > loss_disc_real_5: 0.2165030986070633 (0.2165030986070633) | > loss_0: 2.1724863052368164 (2.1724863052368164) | > loss_gen: 2.6609978675842285 (2.6609978675842285) | > loss_kl: 1.2340147495269775 (1.2340147495269775) | > loss_feat: 6.775940895080566 (6.775940895080566) | > loss_mel: 21.302349090576172 (21.302349090576172) | > loss_duration: 2.3277111053466797 (2.3277111053466797) | > loss_1: 34.3010139465332 (34.3010139465332)  --> STEP: 2 | > loss_disc: 2.4622116088867188 (2.3173489570617676) | > loss_disc_real_0: 0.12908613681793213 (0.11358005926012993) | > loss_disc_real_1: 0.259206622838974 (0.23909542709589005) | > loss_disc_real_2: 0.27374327182769775 (0.22515323013067245) | > loss_disc_real_3: 0.28423231840133667 (0.29818814992904663) | > loss_disc_real_4: 0.2605891227722168 (0.2328645959496498) | > loss_disc_real_5: 0.2925659716129303 (0.2545345351099968) | > loss_0: 2.4622116088867188 (2.3173489570617676) | > loss_gen: 2.7209644317626953 (2.690981149673462) | > loss_kl: 1.9502816200256348 (1.5921481847763062) | > loss_feat: 5.39774227142334 (6.086841583251953) | > loss_mel: 19.315587997436523 (20.308968544006348) | > loss_duration: 2.3753397464752197 (2.3515254259109497) | > loss_1: 31.759916305541992 (33.0304651260376)  --> STEP: 3 | > loss_disc: 2.329622745513916 (2.3214402198791504) | > loss_disc_real_0: 0.1119890883564949 (0.11304973562558492) | > loss_disc_real_1: 0.3038947284221649 (0.2606951942046483) | > loss_disc_real_2: 0.25711652636528015 (0.23580766220887503) | > loss_disc_real_3: 0.2739427089691162 (0.2901063362757365) | > loss_disc_real_4: 0.2907315194606781 (0.2521535704533259) | > loss_disc_real_5: 0.307842880487442 (0.2723039835691452) | > loss_0: 2.329622745513916 (2.3214402198791504) | > loss_gen: 3.089046001434326 (2.82366943359375) | > loss_kl: 1.8355300426483154 (1.6732754707336426) | > loss_feat: 6.434835433959961 (6.202839533487956) | > loss_mel: 21.378986358642578 (20.66564114888509) | > loss_duration: 2.10591983795166 (2.2696568965911865) | > loss_1: 34.84431838989258 (33.63508288065592)  --> STEP: 4 | > loss_disc: 2.1354799270629883 (2.27495014667511) | > loss_disc_real_0: 0.10000579059123993 (0.10978874936699867) | > loss_disc_real_1: 0.24518537521362305 (0.256817739456892) | > loss_disc_real_2: 0.18633200228214264 (0.22343874722719193) | > loss_disc_real_3: 0.21720527112483978 (0.2718810699880123) | > loss_disc_real_4: 0.1382800042629242 (0.22368517890572548) | > loss_disc_real_5: 0.22197867929935455 (0.25972265750169754) | > loss_0: 2.1354799270629883 (2.27495014667511) | > loss_gen: 2.795154571533203 (2.8165407180786133) | > loss_kl: 2.5006062984466553 (1.8801081776618958) | > loss_feat: 7.936913967132568 (6.636358141899109) | > loss_mel: 21.04843521118164 (20.76133966445923) | > loss_duration: 2.2663872241973877 (2.268839478492737) | > loss_1: 36.5474967956543 (34.36318635940552)  --> STEP: 5 | > loss_disc: 2.153508186340332 (2.250661754608154) | > loss_disc_real_0: 0.08745870739221573 (0.10532274097204208) | > loss_disc_real_1: 0.35615861415863037 (0.27668591439723966) | > loss_disc_real_2: 0.24768714606761932 (0.2282884269952774) | > loss_disc_real_3: 0.2857009172439575 (0.2746450394392014) | > loss_disc_real_4: 0.21310220658779144 (0.22156858444213867) | > loss_disc_real_5: 0.20425987243652344 (0.24863010048866271) | > loss_0: 2.153508186340332 (2.250661754608154) | > loss_gen: 3.1366865634918213 (2.880569887161255) | > loss_kl: 1.9191668033599854 (1.8879199028015137) | > loss_feat: 6.665205001831055 (6.642127513885498) | > loss_mel: 21.45439910888672 (20.899951553344728) | > loss_duration: 2.338243007659912 (2.282720184326172) | > loss_1: 35.51369857788086 (34.593288803100585)  --> STEP: 6 | > loss_disc: 2.2829179763793945 (2.256037791570028) | > loss_disc_real_0: 0.1364378035068512 (0.1105085847278436) | > loss_disc_real_1: 0.21871933341026306 (0.26702481756607693) | > loss_disc_real_2: 0.27716219425201416 (0.2364340548714002) | > loss_disc_real_3: 0.26317697763442993 (0.2727336958050728) | > loss_disc_real_4: 0.16634714603424072 (0.21236501137415567) | > loss_disc_real_5: 0.26530978083610535 (0.2514100472132365) | > loss_0: 2.2829179763793945 (2.256037791570028) | > loss_gen: 2.7161130905151367 (2.8531604210535684) | > loss_kl: 1.371531367301941 (1.8018551468849182) | > loss_feat: 6.675394058227539 (6.647671937942505) | > loss_mel: 21.005369186401367 (20.917521158854168) | > loss_duration: 2.0609190464019775 (2.2457533280054727) | > loss_1: 33.82933044433594 (34.465962409973145)  --> STEP: 7 | > loss_disc: 2.6798200607299805 (2.316578115735735) | > loss_disc_real_0: 0.14594905078411102 (0.11557150845016752) | > loss_disc_real_1: 0.23427431285381317 (0.2623461740357535) | > loss_disc_real_2: 0.46749699115753174 (0.26944304576941897) | > loss_disc_real_3: 0.37481123208999634 (0.2873162009886333) | > loss_disc_real_4: 0.2990206182003021 (0.22474438377789088) | > loss_disc_real_5: 0.33124637603759766 (0.2628152370452881) | > loss_0: 2.6798200607299805 (2.316578115735735) | > loss_gen: 3.036065101623535 (2.8792896611349925) | > loss_kl: 1.8153470754623413 (1.8037825652531214) | > loss_feat: 6.488471031188965 (6.624928951263428) | > loss_mel: 19.626110076904297 (20.733033861432755) | > loss_duration: 2.3884778022766113 (2.2661425386156355) | > loss_1: 33.354469299316406 (34.307177679879324)  --> STEP: 8 | > loss_disc: 2.735860824584961 (2.3689884543418884) | > loss_disc_real_0: 0.1929667592048645 (0.12524591479450464) | > loss_disc_real_1: 0.22879870235919952 (0.2581527400761843) | > loss_disc_real_2: 0.22846117615699768 (0.2643203120678663) | > loss_disc_real_3: 0.28303560614585876 (0.2867811266332865) | > loss_disc_real_4: 0.19612422585487366 (0.22116686403751373) | > loss_disc_real_5: 0.3009277880191803 (0.2675793059170246) | > loss_0: 2.735860824584961 (2.3689884543418884) | > loss_gen: 2.3021929264068604 (2.807152569293976) | > loss_kl: 2.1381802558898926 (1.845582276582718) | > loss_feat: 7.147404193878174 (6.690238356590271) | > loss_mel: 21.412731170654297 (20.81799602508545) | > loss_duration: 2.1298303604125977 (2.2491035163402557) | > loss_1: 35.13033676147461 (34.410072565078735)  --> STEP: 9 | > loss_disc: 2.275357246398926 (2.3585849867926703) | > loss_disc_real_0: 0.14638221263885498 (0.1275943923327658) | > loss_disc_real_1: 0.1927560567855835 (0.2508864419327842) | > loss_disc_real_2: 0.26858237385749817 (0.26479387448893654) | > loss_disc_real_3: 0.26692622900009155 (0.2845750268962648) | > loss_disc_real_4: 0.22550995647907257 (0.2216494298643536) | > loss_disc_real_5: 0.30559077858924866 (0.27180280288060504) | > loss_0: 2.275357246398926 (2.3585849867926703) | > loss_gen: 2.9009439945220947 (2.8175738387637668) | > loss_kl: 1.9592316150665283 (1.858209980858697) | > loss_feat: 7.902564525604248 (6.824941264258491) | > loss_mel: 21.309185028076172 (20.87257258097331) | > loss_duration: 2.107046365737915 (2.233319388495551) | > loss_1: 36.17897415161133 (34.60661718580458)  --> STEP: 10 | > loss_disc: 2.767301559448242 (2.3994566440582275) | > loss_disc_real_0: 0.1923823058605194 (0.13407318368554116) | > loss_disc_real_1: 0.27378007769584656 (0.2531758055090904) | > loss_disc_real_2: 0.2997554540634155 (0.26829003244638444) | > loss_disc_real_3: 0.3307763338088989 (0.28919515758752823) | > loss_disc_real_4: 0.24039913713932037 (0.22352440059185028) | > loss_disc_real_5: 0.41345566511154175 (0.28596808910369875) | > loss_0: 2.767301559448242 (2.3994566440582275) | > loss_gen: 2.685363292694092 (2.8043527841567992) | > loss_kl: 1.7263405323028564 (1.8450230360031128) | > loss_feat: 5.317112922668457 (6.674158430099487) | > loss_mel: 17.464906692504883 (20.531805992126465) | > loss_duration: 2.2627687454223633 (2.2362643241882325) | > loss_1: 29.456493377685547 (34.09160480499268)  --> STEP: 11 | > loss_disc: 2.0573132038116455 (2.368352694944902) | > loss_disc_real_0: 0.10070982575416565 (0.1310401511463252) | > loss_disc_real_1: 0.1894368976354599 (0.24738135933876038) | > loss_disc_real_2: 0.21916693449020386 (0.2638242962685498) | > loss_disc_real_3: 0.2057630717754364 (0.2816104225137017) | > loss_disc_real_4: 0.22124940156936646 (0.22331758249889722) | > loss_disc_real_5: 0.23465977609157562 (0.28130369701168756) | > loss_0: 2.0573132038116455 (2.368352694944902) | > loss_gen: 2.862266778945923 (2.809617692773992) | > loss_kl: 1.9931637048721313 (1.85849036953666) | > loss_feat: 6.901491641998291 (6.694825085726651) | > loss_mel: 17.99673080444336 (20.301344611428) | > loss_duration: 2.4243898391723633 (2.253366643732244) | > loss_1: 32.178043365478516 (33.91764467412775)  --> STEP: 12 | > loss_disc: 1.966776967048645 (2.334888050953547) | > loss_disc_real_0: 0.07507623732089996 (0.12637649166087309) | > loss_disc_real_1: 0.2489083707332611 (0.2475086102883021) | > loss_disc_real_2: 0.23249945044517517 (0.26121389244993526) | > loss_disc_real_3: 0.24947741627693176 (0.27893267199397087) | > loss_disc_real_4: 0.18470527231693268 (0.2200998899837335) | > loss_disc_real_5: 0.1706767976284027 (0.2720847887297471) | > loss_0: 1.966776967048645 (2.334888050953547) | > loss_gen: 2.912346124649048 (2.818178395430247) | > loss_kl: 1.7792000770568848 (1.8518828451633453) | > loss_feat: 7.852311134338379 (6.791282256444295) | > loss_mel: 23.4101505279541 (20.560411771138508) | > loss_duration: 2.225954532623291 (2.2510823011398315) | > loss_1: 38.17996597290039 (34.27283811569214)  --> STEP: 13 | > loss_disc: 2.4665307998657227 (2.3450144162544837) | > loss_disc_real_0: 0.16302961111068726 (0.1291959623877819) | > loss_disc_real_1: 0.2608715891838074 (0.2485365317418025) | > loss_disc_real_2: 0.22480067610740662 (0.2584128758082023) | > loss_disc_real_3: 0.2790522277355194 (0.2789418685894746) | > loss_disc_real_4: 0.21732839941978455 (0.21988669840189126) | > loss_disc_real_5: 0.23354442417621613 (0.26912014530255246) | > loss_0: 2.4665307998657227 (2.3450144162544837) | > loss_gen: 2.416715145111084 (2.7872966069441576) | > loss_kl: 1.4274975061416626 (1.8192378190847545) | > loss_feat: 4.594872951507568 (6.622327694526086) | > loss_mel: 18.855531692504883 (20.429267149705154) | > loss_duration: 2.0773887634277344 (2.2377212597773624) | > loss_1: 29.372007369995117 (33.895851135253906)  --> STEP: 14 | > loss_disc: 1.7488834857940674 (2.302433635507311) | > loss_disc_real_0: 0.0722908228635788 (0.12513130956462454) | > loss_disc_real_1: 0.18994642794132233 (0.2443515243274825) | > loss_disc_real_2: 0.20282043516635895 (0.2544419871909278) | > loss_disc_real_3: 0.1374736875295639 (0.2688369985137667) | > loss_disc_real_4: 0.10976655781269073 (0.21202097407409123) | > loss_disc_real_5: 0.08967974781990051 (0.2563029740537916) | > loss_0: 1.7488834857940674 (2.302433635507311) | > loss_gen: 2.8777763843536377 (2.793759448187692) | > loss_kl: 2.0048961639404297 (1.8324991294315882) | > loss_feat: 9.928642272949219 (6.858493021556309) | > loss_mel: 22.032655715942383 (20.543794904436385) | > loss_duration: 2.326235294342041 (2.2440436908176964) | > loss_1: 39.17020797729492 (34.272590909685405)  --> STEP: 15 | > loss_disc: 1.9901423454284668 (2.2816142161687214) | > loss_disc_real_0: 0.18156355619430542 (0.1288934593399366) | > loss_disc_real_1: 0.30704137682914734 (0.2485308478275935) | > loss_disc_real_2: 0.19672590494155884 (0.2505942483743032) | > loss_disc_real_3: 0.21061545610427856 (0.26495556235313417) | > loss_disc_real_4: 0.15467864274978638 (0.20819815198580424) | > loss_disc_real_5: 0.23148846626281738 (0.2546486735343933) | > loss_0: 1.9901423454284668 (2.2816142161687214) | > loss_gen: 3.280447483062744 (2.826205317179362) | > loss_kl: 2.6796629428863525 (1.8889767169952392) | > loss_feat: 9.216683387756348 (7.015705712636312) | > loss_mel: 20.740238189697266 (20.556891123453777) | > loss_duration: 2.325072765350342 (2.2494456291198732) | > loss_1: 38.24210739135742 (34.537225341796876)  --> STEP: 16 | > loss_disc: 2.1248393058776855 (2.2718157842755318) | > loss_disc_real_0: 0.08979935944080353 (0.12645007809624076) | > loss_disc_real_1: 0.2487592250108719 (0.24854512140154839) | > loss_disc_real_2: 0.28586193919181824 (0.2527984790503979) | > loss_disc_real_3: 0.31172195076942444 (0.2678784616291523) | > loss_disc_real_4: 0.195476695895195 (0.20740306098014116) | > loss_disc_real_5: 0.22401566803455353 (0.2527341106906533) | > loss_0: 2.1248393058776855 (2.2718157842755318) | > loss_gen: 3.001873731613159 (2.8371845930814743) | > loss_kl: 1.8783880472183228 (1.888314925134182) | > loss_feat: 6.301187515258789 (6.971048325300217) | > loss_mel: 20.07373046875 (20.52669358253479) | > loss_duration: 2.3042516708374023 (2.2528710067272186) | > loss_1: 33.55943298339844 (34.47611331939697)  --> STEP: 17 | > loss_disc: 2.3894786834716797 (2.2787371312870697) | > loss_disc_real_0: 0.1078285202383995 (0.12535469233989716) | > loss_disc_real_1: 0.2852105498313904 (0.2507019113091862) | > loss_disc_real_2: 0.29332220554351807 (0.25518222766764026) | > loss_disc_real_3: 0.24989023804664612 (0.26682033083018136) | > loss_disc_real_4: 0.2747623026371002 (0.21136536931290345) | > loss_disc_real_5: 0.37303680181503296 (0.2598107395803227) | > loss_0: 2.3894786834716797 (2.2787371312870697) | > loss_gen: 2.9424538612365723 (2.8433769029729508) | > loss_kl: 0.8710709810256958 (1.828477046068977) | > loss_feat: 7.1587300300598145 (6.982088425580193) | > loss_mel: 20.095338821411133 (20.501319773056927) | > loss_duration: 2.306760787963867 (2.256040993858786) | > loss_1: 33.37435531616211 (34.41130402508904)  --> STEP: 18 | > loss_disc: 2.1800224781036377 (2.2732529838879905) | > loss_disc_real_0: 0.08991287648677826 (0.12338570257027943) | > loss_disc_real_1: 0.2479870468378067 (0.25055108550522065) | > loss_disc_real_2: 0.2649162709712982 (0.2557230078511768) | > loss_disc_real_3: 0.23367390036582947 (0.2649788624710507) | > loss_disc_real_4: 0.17710474133491516 (0.2094620010919041) | > loss_disc_real_5: 0.1804196536540985 (0.2554001236955325) | > loss_0: 2.1800224781036377 (2.2732529838879905) | > loss_gen: 2.529771566390991 (2.825954384273953) | > loss_kl: 1.9947807788848877 (1.8377161423365276) | > loss_feat: 6.455522537231445 (6.952834765116374) | > loss_mel: 21.130388259887695 (20.536268022325302) | > loss_duration: 2.2071995735168457 (2.253327581617567) | > loss_1: 34.31766128540039 (34.406101650661896)  --> STEP: 19 | > loss_disc: 2.334703207015991 (2.276487206157885) | > loss_disc_real_0: 0.10639926791191101 (0.1224916796935232) | > loss_disc_real_1: 0.19267374277114868 (0.24750490957184842) | > loss_disc_real_2: 0.27809882164001465 (0.2569006822611156) | > loss_disc_real_3: 0.25094419717788696 (0.26424019587667363) | > loss_disc_real_4: 0.18662473559379578 (0.2082600397498984) | > loss_disc_real_5: 0.2509028911590576 (0.25516342724624436) | > loss_0: 2.334703207015991 (2.276487206157885) | > loss_gen: 2.6210122108459473 (2.8151679540935315) | > loss_kl: 1.7570207118988037 (1.8334690144187527) | > loss_feat: 10.01596736907959 (7.114052270588122) | > loss_mel: 21.441974639892578 (20.58393679167095) | > loss_duration: 2.2754812240600586 (2.2544935627987512) | > loss_1: 38.11145782470703 (34.60112039666427)  --> STEP: 20 | > loss_disc: 2.156445264816284 (2.270485109090805) | > loss_disc_real_0: 0.10091003775596619 (0.12141259759664536) | > loss_disc_real_1: 0.23429493606090546 (0.24684441089630127) | > loss_disc_real_2: 0.29561132192611694 (0.2588362142443657) | > loss_disc_real_3: 0.24362288415431976 (0.26320933029055593) | > loss_disc_real_4: 0.19399283826351166 (0.20754667967557908) | > loss_disc_real_5: 0.22652176022529602 (0.25373134389519697) | > loss_0: 2.156445264816284 (2.270485109090805) | > loss_gen: 2.8539416790008545 (2.817106640338898) | > loss_kl: 1.7098320722579956 (1.8272871673107147) | > loss_feat: 6.254242897033691 (7.071061801910401) | > loss_mel: 20.737197875976562 (20.59159984588623) | > loss_duration: 2.322046995162964 (2.257871234416962) | > loss_1: 33.877262115478516 (34.56492748260498)  --> STEP: 21 | > loss_disc: 2.4578139781951904 (2.2794055314291093) | > loss_disc_real_0: 0.17833557724952698 (0.124123215675354) | > loss_disc_real_1: 0.23716145753860474 (0.2463833178792681) | > loss_disc_real_2: 0.3412278890609741 (0.2627596273308709) | > loss_disc_real_3: 0.37804967164993286 (0.2686779179743358) | > loss_disc_real_4: 0.24828314781188965 (0.20948651149159386) | > loss_disc_real_5: 0.2976128160953522 (0.25582093780949006) | > loss_0: 2.4578139781951904 (2.2794055314291093) | > loss_gen: 2.9981467723846436 (2.8257275990077426) | > loss_kl: 1.9792085886001587 (1.8345215207054502) | > loss_feat: 6.240948677062988 (7.031532605489095) | > loss_mel: 18.79015350341797 (20.505816686721076) | > loss_duration: 2.1382837295532227 (2.2521765913282126) | > loss_1: 32.1467399597168 (34.44977569580078)  --> STEP: 22 | > loss_disc: 2.4323132038116455 (2.28635588017377) | > loss_disc_real_0: 0.11091357469558716 (0.12352277744900096) | > loss_disc_real_1: 0.2086578905582428 (0.2446685257283124) | > loss_disc_real_2: 0.25165942311286926 (0.262255072593689) | > loss_disc_real_3: 0.23445263504981995 (0.2671222232959487) | > loss_disc_real_4: 0.24547027051448822 (0.21112213690172543) | > loss_disc_real_5: 0.32933318614959717 (0.2591624036431313) | > loss_0: 2.4323132038116455 (2.28635588017377) | > loss_gen: 2.578615188598633 (2.8144952167164194) | > loss_kl: 1.6201626062393188 (1.8247779336842624) | > loss_feat: 6.538783073425293 (7.009134899486195) | > loss_mel: 17.949237823486328 (20.389608556574043) | > loss_duration: 2.18180513381958 (2.2489778887141836) | > loss_1: 30.86860466003418 (34.28699519417503)  --> STEP: 23 | > loss_disc: 2.2030205726623535 (2.282732605934143) | > loss_disc_real_0: 0.27595606446266174 (0.1301503116669862) | > loss_disc_real_1: 0.24521848559379578 (0.24469243702681168) | > loss_disc_real_2: 0.22401507198810577 (0.26059246387170715) | > loss_disc_real_3: 0.25781166553497314 (0.2667174164367759) | > loss_disc_real_4: 0.18747547268867493 (0.2100940210663754) | > loss_disc_real_5: 0.18893946707248688 (0.25610923248788586) | > loss_0: 2.2030205726623535 (2.282732605934143) | > loss_gen: 2.9463768005371094 (2.820229198621667) | > loss_kl: 2.260040044784546 (1.8437023732973181) | > loss_feat: 5.586922645568848 (6.947299584098484) | > loss_mel: 18.298694610595703 (20.298699254574984) | > loss_duration: 2.2625670433044434 (2.2495687215224556) | > loss_1: 31.35460090637207 (34.15949979035751)  --> STEP: 24 | > loss_disc: 2.3200786113739014 (2.284288689494133) | > loss_disc_real_0: 0.09006795287132263 (0.12848021338383356) | > loss_disc_real_1: 0.28678300976753235 (0.24644621089100838) | > loss_disc_real_2: 0.2620140016078949 (0.26065169461071497) | > loss_disc_real_3: 0.274924635887146 (0.2670593839138746) | > loss_disc_real_4: 0.21222266554832458 (0.21018271458645663) | > loss_disc_real_5: 0.19248084723949432 (0.2534580497692029) | > loss_0: 2.3200786113739014 (2.284288689494133) | > loss_gen: 2.5365500450134277 (2.8084092338879905) | > loss_kl: 1.8392874002456665 (1.8435184160868328) | > loss_feat: 6.038815498352051 (6.909446080525716) | > loss_mel: 20.571577072143555 (20.31006916364034) | > loss_duration: 2.3873050212860107 (2.2553077340126038) | > loss_1: 33.37353515625 (34.12675126393636)  --> STEP: 25 | > loss_disc: 2.3852930068969727 (2.2883288621902467) | > loss_disc_real_0: 0.22692237794399261 (0.13241789996623993) | > loss_disc_real_1: 0.21217608451843262 (0.24507540583610535) | > loss_disc_real_2: 0.2518685758113861 (0.26030036985874183) | > loss_disc_real_3: 0.3000088036060333 (0.268377360701561) | > loss_disc_real_4: 0.30325084924697876 (0.2139054399728775) | > loss_disc_real_5: 0.3237104117870331 (0.25626814424991606) | > loss_0: 2.3852930068969727 (2.2883288621902467) | > loss_gen: 3.100863456726074 (2.8201074028015136) | > loss_kl: 1.953948974609375 (1.8479356384277343) | > loss_feat: 6.893807411193848 (6.908820533752442) | > loss_mel: 18.655677795410156 (20.243893508911132) | > loss_duration: 2.339210033416748 (2.2586638259887697) | > loss_1: 32.94350814819336 (34.079421539306644)  --> STEP: 26 | > loss_disc: 2.3659110069274902 (2.2913127908339868) | > loss_disc_real_0: 0.09153682738542557 (0.13084555102082399) | > loss_disc_real_1: 0.25357621908187866 (0.24540236019171202) | > loss_disc_real_2: 0.29442426562309265 (0.26161282738813996) | > loss_disc_real_3: 0.21307681500911713 (0.266250416636467) | > loss_disc_real_4: 0.152765154838562 (0.2115538905446346) | > loss_disc_real_5: 0.17235851287841797 (0.2530408507356277) | > loss_0: 2.3659110069274902 (2.2913127908339868) | > loss_gen: 2.743401288986206 (2.817157167654771) | > loss_kl: 2.3182148933410645 (1.866023302078247) | > loss_feat: 9.327125549316406 (7.001832265120286) | > loss_mel: 10.182085990905762 (19.856900912064773) | > loss_duration: 2.2745566368103027 (2.2592750879434442) | > loss_1: 26.84538459777832 (33.80118934924786) --> EVAL PERFORMANCE | > avg_loader_time: 0.002378555444570688 (+1.8651668842022736e-05) | > avg_loss_disc: 2.2913127908339868 (+0.07877702437914325) | > avg_loss_disc_real_0: 0.13084555102082399 (+0.013375065647638754) | > avg_loss_disc_real_1: 0.24540236019171202 (+0.041646306904462665) | > avg_loss_disc_real_2: 0.26161282738813996 (-0.03088005804098548) | > avg_loss_disc_real_3: 0.266250416636467 (-0.007950144891555433) | > avg_loss_disc_real_4: 0.2115538905446346 (-0.037423710410411565) | > avg_loss_disc_real_5: 0.2530408507356277 (+0.0056615534883279195) | > avg_loss_0: 2.2913127908339868 (+0.07877702437914325) | > avg_loss_gen: 2.817157167654771 (-0.12298728869511555) | > avg_loss_kl: 1.866023302078247 (+0.043165548489644046) | > avg_loss_feat: 7.001832265120286 (-0.3364601135253906) | > avg_loss_mel: 19.856900912064773 (-0.7005676489609911) | > avg_loss_duration: 2.2592750879434442 (-0.0169227306659403) | > avg_loss_1: 33.80118934924786 (-1.1337718963622976) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_106481.pth  > EPOCH: 56/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:24:44)   --> TIME: 2024-06-10 17:24:52 -- STEP: 19/330 -- GLOBAL_STEP: 106500 | > loss_disc: 2.281855583190918 (2.295160017515484) | > loss_disc_real_0: 0.09284739941358566 (0.11233957778466375) | > loss_disc_real_1: 0.20880191028118134 (0.2021130809658452) | > loss_disc_real_2: 0.19173480570316315 (0.2151951923182136) | > loss_disc_real_3: 0.21309012174606323 (0.22220986846246218) | > loss_disc_real_4: 0.2127058207988739 (0.22038742194050237) | > loss_disc_real_5: 0.20928333699703217 (0.22320036590099335) | > loss_0: 2.281855583190918 (2.295160017515484) | > grad_norm_0: tensor(10.3180, device='cuda:0') (tensor(9.9510, device='cuda:0')) | > loss_gen: 2.6479196548461914 (2.5262353796707955) | > loss_kl: 1.4524931907653809 (1.5175146052711888) | > loss_feat: 7.667346477508545 (6.769534261603105) | > loss_mel: 20.67696762084961 (20.822463989257812) | > loss_duration: 2.1132311820983887 (2.2361813971870825) | > loss_1: 34.55795669555664 (33.87192967063502) | > grad_norm_1: tensor(215.0452, device='cuda:0') (tensor(148.6903, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3371 (0.340182153802169) | > loader_time: 0.0029 (0.0029891290162739003) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_106500.pth  --> TIME: 2024-06-10 17:25:05 -- STEP: 44/330 -- GLOBAL_STEP: 106525 | > loss_disc: 2.138214111328125 (2.245774090290069) | > loss_disc_real_0: 0.14065946638584137 (0.11748124168000439) | > loss_disc_real_1: 0.20779627561569214 (0.20084194093942642) | > loss_disc_real_2: 0.20984582602977753 (0.21092054959047923) | > loss_disc_real_3: 0.1947631537914276 (0.22264310649850153) | > loss_disc_real_4: 0.1745229810476303 (0.21683317084204068) | > loss_disc_real_5: 0.18009579181671143 (0.21547929705543953) | > loss_0: 2.138214111328125 (2.245774090290069) | > grad_norm_0: tensor(7.8315, device='cuda:0') (tensor(11.7023, device='cuda:0')) | > loss_gen: 2.6403210163116455 (2.5937147194688968) | > loss_kl: 1.4933220148086548 (1.5420626130971042) | > loss_feat: 8.384530067443848 (7.019350507042625) | > loss_mel: 20.634685516357422 (20.602356217124246) | > loss_duration: 2.0496368408203125 (2.1577357487245035) | > loss_1: 35.20249557495117 (33.915219827131814) | > grad_norm_1: tensor(114.8408, device='cuda:0') (tensor(170.1711, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.346 (0.34811563925309613) | > loader_time: 0.0038 (0.003144621849060058)  --> TIME: 2024-06-10 17:25:14 -- STEP: 69/330 -- GLOBAL_STEP: 106550 | > loss_disc: 2.180542230606079 (2.246767196102419) | > loss_disc_real_0: 0.1285581886768341 (0.11708378305901652) | > loss_disc_real_1: 0.2287997603416443 (0.20237506191799606) | > loss_disc_real_2: 0.24434247612953186 (0.21187573520169742) | > loss_disc_real_3: 0.24018581211566925 (0.2214825632779495) | > loss_disc_real_4: 0.19875968992710114 (0.2150894822417826) | > loss_disc_real_5: 0.19088633358478546 (0.21268998691137286) | > loss_0: 2.180542230606079 (2.246767196102419) | > grad_norm_0: tensor(6.6044, device='cuda:0') (tensor(12.7958, device='cuda:0')) | > loss_gen: 2.688608407974243 (2.5794407768525938) | > loss_kl: 1.566725492477417 (1.5447500080302141) | > loss_feat: 7.123569965362549 (7.0257848587588985) | > loss_mel: 19.851032257080078 (20.626564882803656) | > loss_duration: 2.030705451965332 (2.1306162847988843) | > loss_1: 33.260643005371094 (33.90715690281081) | > grad_norm_1: tensor(184.4056, device='cuda:0') (tensor(170.8549, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3718 (0.3513868062392525) | > loader_time: 0.0042 (0.003322380176488903)  --> TIME: 2024-06-10 17:25:23 -- STEP: 94/330 -- GLOBAL_STEP: 106575 | > loss_disc: 2.1383731365203857 (2.241012646796856) | > loss_disc_real_0: 0.09807025641202927 (0.11472981066462841) | > loss_disc_real_1: 0.16089874505996704 (0.20082807572598152) | > loss_disc_real_2: 0.1729069948196411 (0.21381600280391408) | > loss_disc_real_3: 0.2068828046321869 (0.22162310287673423) | > loss_disc_real_4: 0.20103155076503754 (0.21384580845528461) | > loss_disc_real_5: 0.1927855759859085 (0.21250600827501176) | > loss_0: 2.1383731365203857 (2.241012646796856) | > grad_norm_0: tensor(5.8236, device='cuda:0') (tensor(11.9320, device='cuda:0')) | > loss_gen: 2.6791348457336426 (2.6036609918513194) | > loss_kl: 1.3741620779037476 (1.5497373266423002) | > loss_feat: 7.633972644805908 (7.131477589302874) | > loss_mel: 21.030105590820312 (20.6410892567736) | > loss_duration: 2.1110422611236572 (2.1194389779516984) | > loss_1: 34.82841873168945 (34.04540412983995) | > grad_norm_1: tensor(82.4134, device='cuda:0') (tensor(167.4608, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3644 (0.3530707359313965) | > loader_time: 0.0035 (0.003443844774936107)  --> TIME: 2024-06-10 17:25:32 -- STEP: 119/330 -- GLOBAL_STEP: 106600 | > loss_disc: 2.285815477371216 (2.2374213122520135) | > loss_disc_real_0: 0.12254838645458221 (0.11610033250406009) | > loss_disc_real_1: 0.23788240551948547 (0.20116079166656783) | > loss_disc_real_2: 0.1959325075149536 (0.2136508953921935) | > loss_disc_real_3: 0.2062208652496338 (0.21967183616982788) | > loss_disc_real_4: 0.20231716334819794 (0.21163971960043707) | > loss_disc_real_5: 0.22373001277446747 (0.2105672902920667) | > loss_0: 2.285815477371216 (2.2374213122520135) | > grad_norm_0: tensor(4.3555, device='cuda:0') (tensor(12.0450, device='cuda:0')) | > loss_gen: 2.372138023376465 (2.609633730239227) | > loss_kl: 1.6339728832244873 (1.545484586924064) | > loss_feat: 7.3196187019348145 (7.190238692179448) | > loss_mel: 20.23868179321289 (20.649753442331523) | > loss_duration: 2.064748525619507 (2.1138671446247255) | > loss_1: 33.62915802001953 (34.108977774612036) | > grad_norm_1: tensor(110.6717, device='cuda:0') (tensor(155.5396, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3527 (0.3544096325625892) | > loader_time: 0.0045 (0.00352618473918498)  --> TIME: 2024-06-10 17:25:42 -- STEP: 144/330 -- GLOBAL_STEP: 106625 | > loss_disc: 2.2306621074676514 (2.2392359640863218) | > loss_disc_real_0: 0.08416130393743515 (0.11543651199382213) | > loss_disc_real_1: 0.24288587272167206 (0.20181050151586533) | > loss_disc_real_2: 0.1903475672006607 (0.21324899637450773) | > loss_disc_real_3: 0.23672032356262207 (0.22078847036593494) | > loss_disc_real_4: 0.20923513174057007 (0.21197492722421885) | > loss_disc_real_5: 0.21958135068416595 (0.21029863154722583) | > loss_0: 2.2306621074676514 (2.2392359640863218) | > grad_norm_0: tensor(9.6606, device='cuda:0') (tensor(11.8302, device='cuda:0')) | > loss_gen: 2.7285377979278564 (2.610320669081476) | > loss_kl: 1.613498568534851 (1.5449609193536973) | > loss_feat: 7.789597511291504 (7.185800443092982) | > loss_mel: 20.599838256835938 (20.650209930207993) | > loss_duration: 2.0832083225250244 (2.1148784276511923) | > loss_1: 34.81468200683594 (34.10617053508758) | > grad_norm_1: tensor(273.9520, device='cuda:0') (tensor(165.0932, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3638 (0.35660812258720404) | > loader_time: 0.0042 (0.0036340836021635267)  --> TIME: 2024-06-10 17:25:51 -- STEP: 169/330 -- GLOBAL_STEP: 106650 | > loss_disc: 2.092474937438965 (2.2386908883879175) | > loss_disc_real_0: 0.06154279038310051 (0.11537352896477343) | > loss_disc_real_1: 0.17858853936195374 (0.20136746349772053) | > loss_disc_real_2: 0.20664922893047333 (0.21352135764776603) | > loss_disc_real_3: 0.24531109631061554 (0.22111022225498447) | > loss_disc_real_4: 0.1729334145784378 (0.211968115712764) | > loss_disc_real_5: 0.20398762822151184 (0.21002010692506146) | > loss_0: 2.092474937438965 (2.2386908883879175) | > grad_norm_0: tensor(17.9500, device='cuda:0') (tensor(12.2381, device='cuda:0')) | > loss_gen: 2.763552665710449 (2.6150208718677947) | > loss_kl: 1.730309247970581 (1.5526471123892887) | > loss_feat: 7.892171859741211 (7.187174221467689) | > loss_mel: 20.579177856445312 (20.608412680541267) | > loss_duration: 2.1354756355285645 (2.1168604729443605) | > loss_1: 35.10068893432617 (34.08011549323267) | > grad_norm_1: tensor(87.8510, device='cuda:0') (tensor(163.1400, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.372 (0.3587831110643919) | > loader_time: 0.0045 (0.0037789034420216577)  --> TIME: 2024-06-10 17:26:01 -- STEP: 194/330 -- GLOBAL_STEP: 106675 | > loss_disc: 2.210815906524658 (2.2388896647187844) | > loss_disc_real_0: 0.08252881467342377 (0.11604877088948623) | > loss_disc_real_1: 0.17888571321964264 (0.20221498954234665) | > loss_disc_real_2: 0.19812127947807312 (0.21308499252058796) | > loss_disc_real_3: 0.21129830181598663 (0.2205098562480248) | > loss_disc_real_4: 0.22533133625984192 (0.21165429309164127) | > loss_disc_real_5: 0.24596206843852997 (0.21040951337703725) | > loss_0: 2.210815906524658 (2.2388896647187844) | > grad_norm_0: tensor(16.4974, device='cuda:0') (tensor(12.0391, device='cuda:0')) | > loss_gen: 2.550872802734375 (2.6183941954189973) | > loss_kl: 1.6034795045852661 (1.5576518700294895) | > loss_feat: 6.806856632232666 (7.212580474381594) | > loss_mel: 20.789926528930664 (20.61392165705101) | > loss_duration: 2.120701789855957 (2.1210924030579226) | > loss_1: 33.8718376159668 (34.12364067982152) | > grad_norm_1: tensor(168.3189, device='cuda:0') (tensor(160.0140, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3956 (0.3610745914203606) | > loader_time: 0.0055 (0.0038984768169442402)  --> TIME: 2024-06-10 17:26:11 -- STEP: 219/330 -- GLOBAL_STEP: 106700 | > loss_disc: 2.266423463821411 (2.2396214269611936) | > loss_disc_real_0: 0.11610107123851776 (0.11665826879407717) | > loss_disc_real_1: 0.22019723057746887 (0.2029618142538419) | > loss_disc_real_2: 0.21935130655765533 (0.21360895166930544) | > loss_disc_real_3: 0.22888043522834778 (0.21959066656354356) | > loss_disc_real_4: 0.2437361627817154 (0.2107062702445679) | > loss_disc_real_5: 0.2545517683029175 (0.2096719277095577) | > loss_0: 2.266423463821411 (2.2396214269611936) | > grad_norm_0: tensor(23.8003, device='cuda:0') (tensor(12.9137, device='cuda:0')) | > loss_gen: 2.601249933242798 (2.623271851779119) | > loss_kl: 1.5651196241378784 (1.5601286066177233) | > loss_feat: 7.823593616485596 (7.246516676253924) | > loss_mel: 20.891279220581055 (20.594956768157818) | > loss_duration: 2.161041498184204 (2.1260411456295327) | > loss_1: 35.04228210449219 (34.150915093617904) | > grad_norm_1: tensor(269.5168, device='cuda:0') (tensor(165.8081, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.3812 (0.36436597941672977) | > loader_time: 0.0046 (0.0039873036075400445)  --> TIME: 2024-06-10 17:26:21 -- STEP: 244/330 -- GLOBAL_STEP: 106725 | > loss_disc: 2.3243227005004883 (2.239381277170338) | > loss_disc_real_0: 0.13021597266197205 (0.11663778025473727) | > loss_disc_real_1: 0.1983979195356369 (0.2031523812501157) | > loss_disc_real_2: 0.2185446172952652 (0.21353384644770232) | > loss_disc_real_3: 0.20503109693527222 (0.219122550465533) | > loss_disc_real_4: 0.20424969494342804 (0.21036644487595949) | > loss_disc_real_5: 0.186862051486969 (0.20915814696765336) | > loss_0: 2.3243227005004883 (2.239381277170338) | > grad_norm_0: tensor(39.8366, device='cuda:0') (tensor(13.9267, device='cuda:0')) | > loss_gen: 2.4822030067443848 (2.622515942229599) | > loss_kl: 1.5358864068984985 (1.5589499444258021) | > loss_feat: 7.016211986541748 (7.25327660802935) | > loss_mel: 19.23977279663086 (20.5612051526054) | > loss_duration: 2.1208176612854004 (2.1326846275173224) | > loss_1: 32.39488983154297 (34.12863228751011) | > grad_norm_1: tensor(261.6140, device='cuda:0') (tensor(173.3612, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.4086 (0.36852076796234645) | > loader_time: 0.0052 (0.004105624605397711)  --> TIME: 2024-06-10 17:26:32 -- STEP: 269/330 -- GLOBAL_STEP: 106750 | > loss_disc: 2.082472085952759 (2.237203045848578) | > loss_disc_real_0: 0.11929954588413239 (0.11640887751787568) | > loss_disc_real_1: 0.1787215620279312 (0.2034986035752917) | > loss_disc_real_2: 0.2290445864200592 (0.21322572979120516) | > loss_disc_real_3: 0.228460431098938 (0.21917460038981026) | > loss_disc_real_4: 0.19632403552532196 (0.2098403498807361) | > loss_disc_real_5: 0.20841147005558014 (0.2093392972830946) | > loss_0: 2.082472085952759 (2.237203045848578) | > grad_norm_0: tensor(19.0021, device='cuda:0') (tensor(15.2198, device='cuda:0')) | > loss_gen: 2.979571580886841 (2.6321211871604495) | > loss_kl: 1.516696572303772 (1.5632433714033507) | > loss_feat: 7.595425128936768 (7.302415331943328) | > loss_mel: 19.859046936035156 (20.550364228429405) | > loss_duration: 2.2225704193115234 (2.13871307887109) | > loss_1: 34.173309326171875 (34.186857223510735) | > grad_norm_1: tensor(449.5809, device='cuda:0') (tensor(182.9939, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.4205 (0.37270706116488445) | > loader_time: 0.0064 (0.004254973067670065)  --> TIME: 2024-06-10 17:26:43 -- STEP: 294/330 -- GLOBAL_STEP: 106775 | > loss_disc: 2.147693157196045 (2.232903004503575) | > loss_disc_real_0: 0.10629509389400482 (0.11546058634764889) | > loss_disc_real_1: 0.21682633459568024 (0.20342963011491866) | > loss_disc_real_2: 0.2270369529724121 (0.21381013951942215) | > loss_disc_real_3: 0.2154752016067505 (0.21834201228861905) | > loss_disc_real_4: 0.1869879961013794 (0.20885351046818454) | > loss_disc_real_5: 0.18023201823234558 (0.20786320053193033) | > loss_0: 2.147693157196045 (2.232903004503575) | > grad_norm_0: tensor(23.3860, device='cuda:0') (tensor(16.1431, device='cuda:0')) | > loss_gen: 2.7147181034088135 (2.643513463792347) | > loss_kl: 1.6583327054977417 (1.5648585789057672) | > loss_feat: 8.283917427062988 (7.356690028897759) | > loss_mel: 21.004077911376953 (20.494977568282565) | > loss_duration: 2.2742843627929688 (2.1467849194598014) | > loss_1: 35.93532943725586 (34.206824588126864) | > grad_norm_1: tensor(398.0625, device='cuda:0') (tensor(191.8784, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.4416 (0.3781630563087205) | > loader_time: 0.0068 (0.004426412030953131)  --> TIME: 2024-06-10 17:26:55 -- STEP: 319/330 -- GLOBAL_STEP: 106800 | > loss_disc: 2.3076958656311035 (2.2339355564416405) | > loss_disc_real_0: 0.14026707410812378 (0.11554397354165215) | > loss_disc_real_1: 0.25361016392707825 (0.20409639632813983) | > loss_disc_real_2: 0.2431700974702835 (0.21385403453930035) | > loss_disc_real_3: 0.27264317870140076 (0.2186362173957137) | > loss_disc_real_4: 0.24585038423538208 (0.2093897249818223) | > loss_disc_real_5: 0.25396230816841125 (0.20790205881887094) | > loss_0: 2.3076958656311035 (2.2339355564416405) | > grad_norm_0: tensor(9.5947, device='cuda:0') (tensor(17.1954, device='cuda:0')) | > loss_gen: 2.5849523544311523 (2.646018472958509) | > loss_kl: 1.624304175376892 (1.5715125500221614) | > loss_feat: 7.764045715332031 (7.392278393234205) | > loss_mel: 19.032508850097656 (20.4661688610304) | > loss_duration: 2.3262033462524414 (2.159324784263919) | > loss_1: 33.33201217651367 (34.23530301180752) | > grad_norm_1: tensor(371.7395, device='cuda:0') (tensor(205.1837, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.5373 (0.38724335831908213) | > loader_time: 0.008 (0.004641224971759286)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.590517282485962 (2.590517282485962) | > loss_disc_real_0: 0.15033511817455292 (0.15033511817455292) | > loss_disc_real_1: 0.301852285861969 (0.301852285861969) | > loss_disc_real_2: 0.2038794606924057 (0.2038794606924057) | > loss_disc_real_3: 0.3478311598300934 (0.3478311598300934) | > loss_disc_real_4: 0.27761325240135193 (0.27761325240135193) | > loss_disc_real_5: 0.2880588471889496 (0.2880588471889496) | > loss_0: 2.590517282485962 (2.590517282485962) | > loss_gen: 2.4187746047973633 (2.4187746047973633) | > loss_kl: 1.5582221746444702 (1.5582221746444702) | > loss_feat: 4.308229446411133 (4.308229446411133) | > loss_mel: 18.39431381225586 (18.39431381225586) | > loss_duration: 2.7594187259674072 (2.7594187259674072) | > loss_1: 29.43895721435547 (29.43895721435547)  --> STEP: 1 | > loss_disc: 2.5160961151123047 (2.5160961151123047) | > loss_disc_real_0: 0.12268465012311935 (0.12268465012311935) | > loss_disc_real_1: 0.28761616349220276 (0.28761616349220276) | > loss_disc_real_2: 0.2728605568408966 (0.2728605568408966) | > loss_disc_real_3: 0.3329498767852783 (0.3329498767852783) | > loss_disc_real_4: 0.29481470584869385 (0.29481470584869385) | > loss_disc_real_5: 0.33792388439178467 (0.33792388439178467) | > loss_0: 2.5160961151123047 (2.5160961151123047) | > loss_gen: 2.6430563926696777 (2.6430563926696777) | > loss_kl: 1.9067264795303345 (1.9067264795303345) | > loss_feat: 4.314929485321045 (4.314929485321045) | > loss_mel: 18.972082138061523 (18.972082138061523) | > loss_duration: 2.3990752696990967 (2.3990752696990967) | > loss_1: 30.235868453979492 (30.235868453979492)  --> STEP: 2 | > loss_disc: 2.653684377670288 (2.5848902463912964) | > loss_disc_real_0: 0.08778910338878632 (0.10523687675595284) | > loss_disc_real_1: 0.33450615406036377 (0.31106115877628326) | > loss_disc_real_2: 0.35820871591567993 (0.31553463637828827) | > loss_disc_real_3: 0.32400375604629517 (0.32847681641578674) | > loss_disc_real_4: 0.291147381067276 (0.2929810434579849) | > loss_disc_real_5: 0.2576001286506653 (0.297762006521225) | > loss_0: 2.653684377670288 (2.5848902463912964) | > loss_gen: 2.4440906047821045 (2.543573498725891) | > loss_kl: 2.1904220581054688 (2.0485742688179016) | > loss_feat: 5.176382064819336 (4.74565577507019) | > loss_mel: 20.230371475219727 (19.601226806640625) | > loss_duration: 2.395322799682617 (2.397199034690857) | > loss_1: 32.436588287353516 (31.336228370666504)  --> STEP: 3 | > loss_disc: 2.176330089569092 (2.4487035274505615) | > loss_disc_real_0: 0.08543354272842407 (0.09863576541344325) | > loss_disc_real_1: 0.2380889654159546 (0.2867370943228404) | > loss_disc_real_2: 0.2305595874786377 (0.2872096200784047) | > loss_disc_real_3: 0.22735072672367096 (0.29476811985174817) | > loss_disc_real_4: 0.2507292628288269 (0.27889711658159894) | > loss_disc_real_5: 0.22992657124996185 (0.27515019476413727) | > loss_0: 2.176330089569092 (2.4487035274505615) | > loss_gen: 2.6483590602874756 (2.5785020192464194) | > loss_kl: 1.775130271911621 (1.9574262698491414) | > loss_feat: 6.369632720947266 (5.286981423695882) | > loss_mel: 21.930191040039062 (20.377548217773438) | > loss_duration: 2.1627559661865234 (2.3190513451894126) | > loss_1: 34.886070251464844 (32.51950899759928)  --> STEP: 4 | > loss_disc: 2.6397151947021484 (2.4964564442634583) | > loss_disc_real_0: 0.22490261495113373 (0.13020247779786587) | > loss_disc_real_1: 0.4013017416000366 (0.31537825614213943) | > loss_disc_real_2: 0.2798740863800049 (0.2853757366538048) | > loss_disc_real_3: 0.3285095989704132 (0.3032034896314144) | > loss_disc_real_4: 0.2456819713115692 (0.2705933302640915) | > loss_disc_real_5: 0.33024701476097107 (0.2889243997633457) | > loss_0: 2.6397151947021484 (2.4964564442634583) | > loss_gen: 2.828423500061035 (2.6409823894500732) | > loss_kl: 1.7460366487503052 (1.9045788645744324) | > loss_feat: 5.0187835693359375 (5.219931960105896) | > loss_mel: 21.936573028564453 (20.76730442047119) | > loss_duration: 2.291229248046875 (2.312095820903778) | > loss_1: 33.821044921875 (32.84489297866821)  --> STEP: 5 | > loss_disc: 2.3102405071258545 (2.4592132568359375) | > loss_disc_real_0: 0.11805520951747894 (0.12777302414178848) | > loss_disc_real_1: 0.33030667901039124 (0.3183639407157898) | > loss_disc_real_2: 0.2555897831916809 (0.27941854596138) | > loss_disc_real_3: 0.25804707407951355 (0.29417220652103426) | > loss_disc_real_4: 0.22952906787395477 (0.26238047778606416) | > loss_disc_real_5: 0.298554003238678 (0.2908503204584122) | > loss_0: 2.3102405071258545 (2.4592132568359375) | > loss_gen: 2.817406415939331 (2.6762671947479246) | > loss_kl: 1.6534337997436523 (1.8543498516082764) | > loss_feat: 5.978375434875488 (5.3716206550598145) | > loss_mel: 20.750051498413086 (20.76385383605957) | > loss_duration: 2.3458504676818848 (2.3188467502593992) | > loss_1: 33.54511642456055 (32.98493766784668)  --> STEP: 6 | > loss_disc: 2.5337986946105957 (2.471644163131714) | > loss_disc_real_0: 0.10587586462497711 (0.12412349755565326) | > loss_disc_real_1: 0.31063205003738403 (0.31707529226938885) | > loss_disc_real_2: 0.29084205627441406 (0.2813224643468857) | > loss_disc_real_3: 0.4287506937980652 (0.3166019544005394) | > loss_disc_real_4: 0.2893305718898773 (0.2668721601366997) | > loss_disc_real_5: 0.34474924206733704 (0.29983347405989963) | > loss_0: 2.5337986946105957 (2.471644163131714) | > loss_gen: 2.969834327697754 (2.725195050239563) | > loss_kl: 1.451487421989441 (1.7872061133384705) | > loss_feat: 5.0610127449035645 (5.3198526700337725) | > loss_mel: 20.57046127319336 (20.731621742248535) | > loss_duration: 2.1363401412963867 (2.2884289820988974) | > loss_1: 32.18913650512695 (32.85230414072672)  --> STEP: 7 | > loss_disc: 1.8455150127410889 (2.382197141647339) | > loss_disc_real_0: 0.04459396004676819 (0.11276213505438396) | > loss_disc_real_1: 0.2741682231426239 (0.3109457109655653) | > loss_disc_real_2: 0.2775479853153229 (0.2807832530566624) | > loss_disc_real_3: 0.2055271714925766 (0.3007341282708304) | > loss_disc_real_4: 0.15400220453739166 (0.25074788076536997) | > loss_disc_real_5: 0.13601423799991608 (0.27643072605133057) | > loss_0: 1.8455150127410889 (2.382197141647339) | > loss_gen: 3.1565685272216797 (2.7868198326655795) | > loss_kl: 2.296308755874634 (1.8599350622722082) | > loss_feat: 8.007695198059082 (5.703830174037388) | > loss_mel: 22.410633087158203 (20.971480505807058) | > loss_duration: 2.36879825592041 (2.299910306930542) | > loss_1: 38.24000549316406 (33.62197576250349)  --> STEP: 8 | > loss_disc: 2.5512614250183105 (2.4033301770687103) | > loss_disc_real_0: 0.11190387606620789 (0.11265485268086195) | > loss_disc_real_1: 0.252123087644577 (0.30359288305044174) | > loss_disc_real_2: 0.304255872964859 (0.283717330545187) | > loss_disc_real_3: 0.3160546123981476 (0.30264918878674507) | > loss_disc_real_4: 0.25401729345321655 (0.2511565573513508) | > loss_disc_real_5: 0.22393496334552765 (0.2698687557131052) | > loss_0: 2.5512614250183105 (2.4033301770687103) | > loss_gen: 2.624338388442993 (2.7665096521377563) | > loss_kl: 1.9693049192428589 (1.8736062943935394) | > loss_feat: 7.000749111175537 (5.865945041179657) | > loss_mel: 18.70005226135254 (20.687551975250244) | > loss_duration: 2.1970086097717285 (2.2870475947856903) | > loss_1: 32.491451263427734 (33.48066020011902)  --> STEP: 9 | > loss_disc: 2.020885467529297 (2.36083632045322) | > loss_disc_real_0: 0.09967860579490662 (0.11121304747131136) | > loss_disc_real_1: 0.23236393928527832 (0.2956785559654236) | > loss_disc_real_2: 0.246245875954628 (0.2795538355906804) | > loss_disc_real_3: 0.26451942324638367 (0.29841254817114937) | > loss_disc_real_4: 0.24970097839832306 (0.25099482635656994) | > loss_disc_real_5: 0.2404465675354004 (0.2665996236933602) | > loss_0: 2.020885467529297 (2.36083632045322) | > loss_gen: 3.30607008934021 (2.8264608118269177) | > loss_kl: 1.9052717685699463 (1.8771246804131403) | > loss_feat: 8.309366226196289 (6.137436283959283) | > loss_mel: 20.924766540527344 (20.713909149169922) | > loss_duration: 2.0486819744110107 (2.2605625258551703) | > loss_1: 36.49415588378906 (33.81549305386014)  --> STEP: 10 | > loss_disc: 2.5179224014282227 (2.3765449285507203) | > loss_disc_real_0: 0.11553162336349487 (0.11164490506052971) | > loss_disc_real_1: 0.3696243464946747 (0.3030731350183487) | > loss_disc_real_2: 0.29045242071151733 (0.28064369410276413) | > loss_disc_real_3: 0.3044664263725281 (0.29901793599128723) | > loss_disc_real_4: 0.20423440635204315 (0.24631878435611726) | > loss_disc_real_5: 0.31387224793434143 (0.27132688611745837) | > loss_0: 2.5179224014282227 (2.3765449285507203) | > loss_gen: 2.648829460144043 (2.8086976766586305) | > loss_kl: 1.5378748178482056 (1.8431996941566466) | > loss_feat: 4.756868362426758 (5.99937949180603) | > loss_mel: 16.624467849731445 (20.304965019226074) | > loss_duration: 2.2286605834960938 (2.257372331619263) | > loss_1: 27.79669952392578 (33.2136137008667)  --> STEP: 11 | > loss_disc: 2.4037485122680664 (2.3790179816159336) | > loss_disc_real_0: 0.15571029484272003 (0.11565084958618338) | > loss_disc_real_1: 0.2699064314365387 (0.3000579801472751) | > loss_disc_real_2: 0.3238372504711151 (0.2845703810453415) | > loss_disc_real_3: 0.369266152381897 (0.30540413748134265) | > loss_disc_real_4: 0.3023129105567932 (0.2514091594652696) | > loss_disc_real_5: 0.28826525807380676 (0.27286673811349) | > loss_0: 2.4037485122680664 (2.3790179816159336) | > loss_gen: 3.1047863960266113 (2.8356148329648105) | > loss_kl: 2.4140536785125732 (1.8950955109162764) | > loss_feat: 6.464245319366455 (6.041640021584251) | > loss_mel: 19.56049156188965 (20.237285614013672) | > loss_duration: 2.4329018592834473 (2.273329561406916) | > loss_1: 33.976478576660156 (33.28296505321156)  --> STEP: 12 | > loss_disc: 1.8431016206741333 (2.3343582848707833) | > loss_disc_real_0: 0.061980098485946655 (0.11117828699449699) | > loss_disc_real_1: 0.2611677348613739 (0.29681712637345) | > loss_disc_real_2: 0.1806502640247345 (0.2759103712936242) | > loss_disc_real_3: 0.22323016822338104 (0.29855630670984584) | > loss_disc_real_4: 0.20330458879470825 (0.24740044524272284) | > loss_disc_real_5: 0.13074222207069397 (0.261023028443257) | > loss_0: 1.8431016206741333 (2.3343582848707833) | > loss_gen: 2.8684885501861572 (2.838354309399923) | > loss_kl: 1.9412745237350464 (1.8989437619845073) | > loss_feat: 7.721510410308838 (6.181629220644633) | > loss_mel: 19.769460678100586 (20.19830020268758) | > loss_duration: 2.201627731323242 (2.267354408899943) | > loss_1: 34.50236511230469 (33.38458172480266)  --> STEP: 13 | > loss_disc: 2.3798162937164307 (2.337855054781987) | > loss_disc_real_0: 0.08584386110305786 (0.10922948500284782) | > loss_disc_real_1: 0.31946638226509094 (0.2985593768266531) | > loss_disc_real_2: 0.2659527361392975 (0.275144399358676) | > loss_disc_real_3: 0.27090662717819214 (0.29642940828433406) | > loss_disc_real_4: 0.2242247462272644 (0.24561769916461065) | > loss_disc_real_5: 0.2816593050956726 (0.26261043433959663) | > loss_0: 2.3798162937164307 (2.337855054781987) | > loss_gen: 2.567549467086792 (2.817523167683528) | > loss_kl: 1.7489811182022095 (1.8874081740012536) | > loss_feat: 5.919480323791504 (6.1614639208867) | > loss_mel: 20.220394134521484 (20.199999735905575) | > loss_duration: 2.1055212020874023 (2.2549057006835938) | > loss_1: 32.56192398071289 (33.32130035987267)  --> STEP: 14 | > loss_disc: 2.303187370300293 (2.335378791604723) | > loss_disc_real_0: 0.08842720836400986 (0.10774360810007368) | > loss_disc_real_1: 0.2701977491378784 (0.29653354627745493) | > loss_disc_real_2: 0.30031174421310425 (0.27694206684827805) | > loss_disc_real_3: 0.35552579164505005 (0.3006505785243852) | > loss_disc_real_4: 0.27722811698913574 (0.24787558615207672) | > loss_disc_real_5: 0.3332591652870178 (0.2676567722644124) | > loss_0: 2.303187370300293 (2.335378791604723) | > loss_gen: 3.0781540870666504 (2.8361396619251797) | > loss_kl: 2.0882387161254883 (1.9017532127244132) | > loss_feat: 6.755480766296387 (6.20389369555882) | > loss_mel: 22.59417724609375 (20.371012415204728) | > loss_duration: 2.343780994415283 (2.261253935950143) | > loss_1: 36.859832763671875 (33.57405267442976)  --> STEP: 15 | > loss_disc: 2.4097142219543457 (2.340334486961365) | > loss_disc_real_0: 0.10935711860656738 (0.10785117546717325) | > loss_disc_real_1: 0.3357817828655243 (0.2991500953833262) | > loss_disc_real_2: 0.3176722228527069 (0.27965741058190663) | > loss_disc_real_3: 0.33054324984550476 (0.30264342327912647) | > loss_disc_real_4: 0.3201127052307129 (0.25269139409065244) | > loss_disc_real_5: 0.3319427967071533 (0.2719425072272618) | > loss_0: 2.4097142219543457 (2.340334486961365) | > loss_gen: 3.64127779006958 (2.8898155371348064) | > loss_kl: 2.118878126144409 (1.916228206952413) | > loss_feat: 8.335346221923828 (6.3459905306498205) | > loss_mel: 20.73589324951172 (20.39533780415853) | > loss_duration: 2.274365186691284 (2.2621280193328857) | > loss_1: 37.10575866699219 (33.809499740600586)  --> STEP: 16 | > loss_disc: 2.2175841331481934 (2.3326625898480415) | > loss_disc_real_0: 0.15896230936050415 (0.11104562133550644) | > loss_disc_real_1: 0.33447372913360596 (0.3013578224927187) | > loss_disc_real_2: 0.1835993230342865 (0.2736537801101804) | > loss_disc_real_3: 0.23854660987854004 (0.29863737244158983) | > loss_disc_real_4: 0.22071857750415802 (0.25069309305399656) | > loss_disc_real_5: 0.21103501319885254 (0.2681357888504862) | > loss_0: 2.2175841331481934 (2.3326625898480415) | > loss_gen: 2.6555516719818115 (2.875174045562744) | > loss_kl: 1.9201141595840454 (1.91647107899189) | > loss_feat: 6.053587913513184 (6.327715367078781) | > loss_mel: 19.121728897094727 (20.31573724746704) | > loss_duration: 2.361189126968384 (2.2683193385601044) | > loss_1: 32.1121711730957 (33.70341670513153)  --> STEP: 17 | > loss_disc: 2.308854579925537 (2.3312621186761295) | > loss_disc_real_0: 0.10738419741392136 (0.11083024345776614) | > loss_disc_real_1: 0.2797471582889557 (0.3000866069513209) | > loss_disc_real_2: 0.2784307301044464 (0.2739347771686666) | > loss_disc_real_3: 0.28311070799827576 (0.29772403923904195) | > loss_disc_real_4: 0.2687983512878418 (0.25175810824422273) | > loss_disc_real_5: 0.27390292286872864 (0.2684750320280299) | > loss_0: 2.308854579925537 (2.3312621186761295) | > loss_gen: 2.882943630218506 (2.8756310799542595) | > loss_kl: 1.7418527603149414 (1.9061994131873636) | > loss_feat: 6.293397426605225 (6.3256966646979835) | > loss_mel: 20.35053062438965 (20.31778391669778) | > loss_duration: 2.3934550285339355 (2.2756802614997413) | > loss_1: 33.66217803955078 (33.70099090127384)  --> STEP: 18 | > loss_disc: 2.026911497116089 (2.3143537508116827) | > loss_disc_real_0: 0.11361083388328552 (0.11098472070362833) | > loss_disc_real_1: 0.22505737841129303 (0.2959183164768749) | > loss_disc_real_2: 0.2051634043455124 (0.27011414534515804) | > loss_disc_real_3: 0.25260841846466064 (0.2952176158626874) | > loss_disc_real_4: 0.19530335068702698 (0.24862173282437855) | > loss_disc_real_5: 0.15859447419643402 (0.26237055659294123) | > loss_0: 2.026911497116089 (2.3143537508116827) | > loss_gen: 3.0752439498901367 (2.8867206838395862) | > loss_kl: 1.797829270362854 (1.900178849697113) | > loss_feat: 8.813220024108887 (6.463892406887478) | > loss_mel: 19.689809799194336 (20.28289646572537) | > loss_duration: 2.2278451919555664 (2.273022757636176) | > loss_1: 35.603946685791016 (33.80671066708035)  --> STEP: 19 | > loss_disc: 2.327866792678833 (2.315064963541533) | > loss_disc_real_0: 0.07524265348911285 (0.10910355927128541) | > loss_disc_real_1: 0.2724408507347107 (0.29468266038518204) | > loss_disc_real_2: 0.21042397618293762 (0.2669725574945149) | > loss_disc_real_3: 0.24765276908874512 (0.2927142028745852) | > loss_disc_real_4: 0.21998053789138794 (0.24711430151211589) | > loss_disc_real_5: 0.17447997629642487 (0.2577447365773351) | > loss_0: 2.327866792678833 (2.315064963541533) | > loss_gen: 2.4958112239837646 (2.866146501741911) | > loss_kl: 1.900857925415039 (1.9002145905243724) | > loss_feat: 8.823064804077148 (6.5880593751606185) | > loss_mel: 20.95962142944336 (20.31851356907895) | > loss_duration: 2.3090500831604004 (2.274918932663767) | > loss_1: 36.488407135009766 (33.94785258644506)  --> STEP: 20 | > loss_disc: 2.1656744480133057 (2.3075954377651215) | > loss_disc_real_0: 0.12372194975614548 (0.1098344787955284) | > loss_disc_real_1: 0.1887420117855072 (0.2893856279551983) | > loss_disc_real_2: 0.24116064608097076 (0.26568196192383764) | > loss_disc_real_3: 0.2904646396636963 (0.2926017247140408) | > loss_disc_real_4: 0.26498496532440186 (0.2480078347027302) | > loss_disc_real_5: 0.22218672931194305 (0.2559668362140655) | > loss_0: 2.1656744480133057 (2.3075954377651215) | > loss_gen: 2.7493414878845215 (2.8603062510490416) | > loss_kl: 1.6083590984344482 (1.885621815919876) | > loss_feat: 7.277266979217529 (6.622519755363465) | > loss_mel: 19.0040225982666 (20.25278902053833) | > loss_duration: 2.3238399028778076 (2.277364981174469) | > loss_1: 32.96282958984375 (33.898601436614996)  --> STEP: 21 | > loss_disc: 2.451448917388916 (2.3144456034614924) | > loss_disc_real_0: 0.1324707567691803 (0.11091239679427374) | > loss_disc_real_1: 0.2869962453842163 (0.2892718478327706) | > loss_disc_real_2: 0.3111625015735626 (0.2678477019071579) | > loss_disc_real_3: 0.23001669347286224 (0.2896214851311275) | > loss_disc_real_4: 0.21893097460269928 (0.24662322231701442) | > loss_disc_real_5: 0.1944437325000763 (0.25303716460863745) | > loss_0: 2.451448917388916 (2.3144456034614924) | > loss_gen: 2.632493257522583 (2.8494580132620677) | > loss_kl: 1.8561536073684692 (1.8842185678936185) | > loss_feat: 5.121707916259766 (6.551052524929955) | > loss_mel: 15.853070259094238 (20.043278603326705) | > loss_duration: 2.1341841220855713 (2.2705468450273787) | > loss_1: 27.597610473632812 (33.59855424790156)  --> STEP: 22 | > loss_disc: 1.9986172914505005 (2.3000897710973565) | > loss_disc_real_0: 0.06966844201087952 (0.10903767157684673) | > loss_disc_real_1: 0.24921290576457977 (0.287450986829671) | > loss_disc_real_2: 0.21705946326255798 (0.26553914560513064) | > loss_disc_real_3: 0.21122421324253082 (0.2860579727725549) | > loss_disc_real_4: 0.16467830538749695 (0.24289845336567273) | > loss_disc_real_5: 0.15688365697860718 (0.24866655062545426) | > loss_0: 1.9986172914505005 (2.3000897710973565) | > loss_gen: 2.707519769668579 (2.843006274916909) | > loss_kl: 1.7672425508499146 (1.878901476209814) | > loss_feat: 6.924867630004883 (6.568044120615179) | > loss_mel: 21.273052215576172 (20.0991774038835) | > loss_duration: 2.166966438293457 (2.2658386447212915) | > loss_1: 34.83964920043945 (33.6549676548351)  --> STEP: 23 | > loss_disc: 2.691864490509033 (2.317123454550038) | > loss_disc_real_0: 0.2751076817512512 (0.11625810680182083) | > loss_disc_real_1: 0.35664382576942444 (0.29045937113139947) | > loss_disc_real_2: 0.27691400051116943 (0.26603370451408886) | > loss_disc_real_3: 0.3530963957309723 (0.2889726868142252) | > loss_disc_real_4: 0.29102465510368347 (0.24499089691949927) | > loss_disc_real_5: 0.2986673414707184 (0.2508404980535092) | > loss_0: 2.691864490509033 (2.317123454550038) | > loss_gen: 2.758424997329712 (2.8393288280652915) | > loss_kl: 2.3334732055664062 (1.8986654644427092) | > loss_feat: 4.924324989318848 (6.496578071428382) | > loss_mel: 20.09804916381836 (20.09912834996762) | > loss_duration: 2.2750895023345947 (2.26624085592187) | > loss_1: 32.38936233520508 (33.59994133659031)  --> STEP: 24 | > loss_disc: 2.422405958175659 (2.321510225534439) | > loss_disc_real_0: 0.1306096911430359 (0.1168560894827048) | > loss_disc_real_1: 0.34084799885749817 (0.2925588972866536) | > loss_disc_real_2: 0.25858643651008606 (0.2657234016805888) | > loss_disc_real_3: 0.3119693398475647 (0.2899308806906144) | > loss_disc_real_4: 0.23346111178398132 (0.24451048920551935) | > loss_disc_real_5: 0.3208468556404114 (0.25375742961963016) | > loss_0: 2.422405958175659 (2.321510225534439) | > loss_gen: 2.8207645416259766 (2.83855531613032) | > loss_kl: 1.950681209564209 (1.900832787156105) | > loss_feat: 6.498720169067383 (6.496667325496674) | > loss_mel: 19.80896759033203 (20.08703831831614) | > loss_duration: 2.4193825721740723 (2.2726217607657118) | > loss_1: 33.49851608276367 (33.595715284347534)  --> STEP: 25 | > loss_disc: 1.8511500358581543 (2.3026958179473875) | > loss_disc_real_0: 0.10254350304603577 (0.11628358602523804) | > loss_disc_real_1: 0.23780782520771027 (0.29036885440349586) | > loss_disc_real_2: 0.21603402495384216 (0.26373582661151895) | > loss_disc_real_3: 0.19505375623703003 (0.286135795712471) | > loss_disc_real_4: 0.17558667063713074 (0.2417535364627838) | > loss_disc_real_5: 0.17801642417907715 (0.25072778940200807) | > loss_0: 1.8511500358581543 (2.3026958179473875) | > loss_gen: 3.0308916568756104 (2.8462487697601317) | > loss_kl: 2.195791482925415 (1.9126311349868774) | > loss_feat: 8.379659652709961 (6.571987018585205) | > loss_mel: 20.324499130249023 (20.096536750793454) | > loss_duration: 2.3835904598236084 (2.277060508728028) | > loss_1: 36.31443405151367 (33.70446403503418)  --> STEP: 26 | > loss_disc: 2.3130555152893066 (2.3030942678451534) | > loss_disc_real_0: 0.09080348163843155 (0.11530358201036087) | > loss_disc_real_1: 0.24775223433971405 (0.28872975363181197) | > loss_disc_real_2: 0.19583098590373993 (0.26112410196891206) | > loss_disc_real_3: 0.19327905774116516 (0.28256438271357465) | > loss_disc_real_4: 0.12341779470443726 (0.2372021617797705) | > loss_disc_real_5: 0.08777058124542236 (0.24446020447290862) | > loss_0: 2.3130555152893066 (2.3030942678451534) | > loss_gen: 2.530768394470215 (2.834114909172058) | > loss_kl: 2.484619140625 (1.9346306736652668) | > loss_feat: 10.648344993591309 (6.728770017623901) | > loss_mel: 19.94085693359375 (20.090549065516544) | > loss_duration: 2.3095712661743164 (2.278310922475962) | > loss_1: 37.914161682128906 (33.86637548299936) --> EVAL PERFORMANCE | > avg_loader_time: 0.002398857703575721 (+2.0302259005032953e-05) | > avg_loss_disc: 2.3030942678451534 (+0.011781477011166608) | > avg_loss_disc_real_0: 0.11530358201036087 (-0.01554196901046312) | > avg_loss_disc_real_1: 0.28872975363181197 (+0.04332739344009995) | > avg_loss_disc_real_2: 0.26112410196891206 (-0.0004887254192278978) | > avg_loss_disc_real_3: 0.28256438271357465 (+0.016313966077107667) | > avg_loss_disc_real_4: 0.2372021617797705 (+0.025648271235135883) | > avg_loss_disc_real_5: 0.24446020447290862 (-0.008580646262719094) | > avg_loss_0: 2.3030942678451534 (+0.011781477011166608) | > avg_loss_gen: 2.834114909172058 (+0.01695774151728724) | > avg_loss_kl: 1.9346306736652668 (+0.06860737158701968) | > avg_loss_feat: 6.728770017623901 (-0.27306224749638464) | > avg_loss_mel: 20.090549065516544 (+0.23364815345177092) | > avg_loss_duration: 2.278310922475962 (+0.019035834532517892) | > avg_loss_1: 33.86637548299936 (+0.06518613375149584)  > EPOCH: 57/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:27:20)   --> TIME: 2024-06-10 17:27:26 -- STEP: 14/330 -- GLOBAL_STEP: 106825 | > loss_disc: 2.2443900108337402 (2.278946995735169) | > loss_disc_real_0: 0.14322662353515625 (0.11191419565251895) | > loss_disc_real_1: 0.17194946110248566 (0.1946684079510825) | > loss_disc_real_2: 0.2486211508512497 (0.21232998477561132) | > loss_disc_real_3: 0.22557884454727173 (0.22201673154320037) | > loss_disc_real_4: 0.20830775797367096 (0.21083765902689525) | > loss_disc_real_5: 0.20607280731201172 (0.21228606786046708) | > loss_0: 2.2443900108337402 (2.278946995735169) | > grad_norm_0: tensor(8.9917, device='cuda:0') (tensor(15.7021, device='cuda:0')) | > loss_gen: 2.6959002017974854 (2.529886841773987) | > loss_kl: 1.548338770866394 (1.5571990949766976) | > loss_feat: 7.16297721862793 (6.62437425340925) | > loss_mel: 20.159303665161133 (20.648484911237443) | > loss_duration: 2.1855416297912598 (2.2728162152426585) | > loss_1: 33.7520637512207 (33.6327611378261) | > grad_norm_1: tensor(117.5106, device='cuda:0') (tensor(150.6578, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3586 (0.3550069843019758) | > loader_time: 0.004 (0.0032172884259905133)  --> TIME: 2024-06-10 17:27:35 -- STEP: 39/330 -- GLOBAL_STEP: 106850 | > loss_disc: 2.176586389541626 (2.2004554455096903) | > loss_disc_real_0: 0.07348920404911041 (0.11279189987824513) | > loss_disc_real_1: 0.1794864684343338 (0.19789656843894562) | > loss_disc_real_2: 0.24757778644561768 (0.20767125754784316) | > loss_disc_real_3: 0.20567937195301056 (0.21647540919291666) | > loss_disc_real_4: 0.16801781952381134 (0.205042438629346) | > loss_disc_real_5: 0.19499871134757996 (0.20665751779690766) | > loss_0: 2.176586389541626 (2.2004554455096903) | > grad_norm_0: tensor(10.5203, device='cuda:0') (tensor(15.2278, device='cuda:0')) | > loss_gen: 2.6254119873046875 (2.6529271235832796) | > loss_kl: 1.7794575691223145 (1.5992948611577351) | > loss_feat: 8.16972827911377 (7.184859471443372) | > loss_mel: 20.290624618530273 (20.717529541406876) | > loss_duration: 2.11234450340271 (2.172396085201165) | > loss_1: 34.97756576538086 (34.327006853543786) | > grad_norm_1: tensor(95.3457, device='cuda:0') (tensor(184.9600, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3688 (0.3531748881706825) | > loader_time: 0.0034 (0.003374081391554612)  --> TIME: 2024-06-10 17:27:44 -- STEP: 64/330 -- GLOBAL_STEP: 106875 | > loss_disc: 2.2196483612060547 (2.2005904950201516) | > loss_disc_real_0: 0.08149267733097076 (0.1128893141867593) | > loss_disc_real_1: 0.16146674752235413 (0.1966562794987112) | > loss_disc_real_2: 0.222672700881958 (0.20842437725514174) | > loss_disc_real_3: 0.22658735513687134 (0.2175602070055902) | > loss_disc_real_4: 0.18510772287845612 (0.20676194806583226) | > loss_disc_real_5: 0.19859813153743744 (0.20826571807265282) | > loss_0: 2.2196483612060547 (2.2005904950201516) | > grad_norm_0: tensor(12.9422, device='cuda:0') (tensor(13.7409, device='cuda:0')) | > loss_gen: 2.72415828704834 (2.6706768572330475) | > loss_kl: 1.6126042604446411 (1.6093857921659946) | > loss_feat: 7.688570022583008 (7.244633972644806) | > loss_mel: 20.923782348632812 (20.694911539554596) | > loss_duration: 2.077946424484253 (2.1378119457513085) | > loss_1: 35.027061462402344 (34.35741975903511) | > grad_norm_1: tensor(124.2742, device='cuda:0') (tensor(171.5597, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3437 (0.3541563339531421) | > loader_time: 0.0034 (0.0034864433109760284)  --> TIME: 2024-06-10 17:27:53 -- STEP: 89/330 -- GLOBAL_STEP: 106900 | > loss_disc: 2.211226463317871 (2.20727538258842) | > loss_disc_real_0: 0.09963750839233398 (0.1115445059755545) | > loss_disc_real_1: 0.15225599706172943 (0.19829403717866104) | > loss_disc_real_2: 0.23331962525844574 (0.21096206364336978) | > loss_disc_real_3: 0.19535213708877563 (0.21777809654059035) | > loss_disc_real_4: 0.17403002083301544 (0.20684330349557856) | > loss_disc_real_5: 0.15108722448349 (0.20956603228376153) | > loss_0: 2.211226463317871 (2.20727538258842) | > grad_norm_0: tensor(10.6524, device='cuda:0') (tensor(13.1489, device='cuda:0')) | > loss_gen: 2.6483154296875 (2.672415162740129) | > loss_kl: 1.611799955368042 (1.6003464567527343) | > loss_feat: 7.706439971923828 (7.32102699494094) | > loss_mel: 21.654298782348633 (20.726195410396272) | > loss_duration: 2.1095399856567383 (2.121011665697847) | > loss_1: 35.73039245605469 (34.44099544139389) | > grad_norm_1: tensor(235.4385, device='cuda:0') (tensor(174.2176, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3546 (0.3524067401885986) | > loader_time: 0.0035 (0.0035080561477146793)  --> TIME: 2024-06-10 17:28:02 -- STEP: 114/330 -- GLOBAL_STEP: 106925 | > loss_disc: 2.28212833404541 (2.2130806927095397) | > loss_disc_real_0: 0.11399060487747192 (0.11132870624332052) | > loss_disc_real_1: 0.22939251363277435 (0.19880746684053488) | > loss_disc_real_2: 0.17292118072509766 (0.21272877642982885) | > loss_disc_real_3: 0.2016984522342682 (0.21808842778728718) | > loss_disc_real_4: 0.24753382802009583 (0.20619847507853256) | > loss_disc_real_5: 0.2041184902191162 (0.20897321023961954) | > loss_0: 2.28212833404541 (2.2130806927095397) | > grad_norm_0: tensor(7.3697, device='cuda:0') (tensor(13.4368, device='cuda:0')) | > loss_gen: 2.6242806911468506 (2.6763652876803747) | > loss_kl: 1.507682204246521 (1.5886116738904987) | > loss_feat: 6.743605613708496 (7.36763744605215) | > loss_mel: 21.1680908203125 (20.761859341671588) | > loss_duration: 2.1042604446411133 (2.1146734503277544) | > loss_1: 34.147918701171875 (34.50914692460446) | > grad_norm_1: tensor(217.2325, device='cuda:0') (tensor(181.7712, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3504 (0.35243854815499825) | > loader_time: 0.0036 (0.0035740680861891362)  --> TIME: 2024-06-10 17:28:11 -- STEP: 139/330 -- GLOBAL_STEP: 106950 | > loss_disc: 2.252202033996582 (2.2224679301968595) | > loss_disc_real_0: 0.10413035750389099 (0.11306176096093741) | > loss_disc_real_1: 0.17559446394443512 (0.1994612493532167) | > loss_disc_real_2: 0.1578778326511383 (0.21280050792282434) | > loss_disc_real_3: 0.21278570592403412 (0.21810352973800767) | > loss_disc_real_4: 0.18762005865573883 (0.20721648408354615) | > loss_disc_real_5: 0.17899909615516663 (0.20904424046869757) | > loss_0: 2.252202033996582 (2.2224679301968595) | > grad_norm_0: tensor(13.6633, device='cuda:0') (tensor(13.7378, device='cuda:0')) | > loss_gen: 2.5642476081848145 (2.666777266015252) | > loss_kl: 1.6304444074630737 (1.5783876283563298) | > loss_feat: 7.3441643714904785 (7.3147919469600104) | > loss_mel: 20.753320693969727 (20.73518772262463) | > loss_duration: 2.164322853088379 (2.1156202331721343) | > loss_1: 34.45649719238281 (34.41076458443841) | > grad_norm_1: tensor(137.4174, device='cuda:0') (tensor(174.7314, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3533 (0.35308561908255376) | > loader_time: 0.004 (0.0036516824214578533)  --> TIME: 2024-06-10 17:28:21 -- STEP: 164/330 -- GLOBAL_STEP: 106975 | > loss_disc: 2.0582516193389893 (2.2261978809426477) | > loss_disc_real_0: 0.08192160725593567 (0.11277259956681873) | > loss_disc_real_1: 0.21317580342292786 (0.2002017860550706) | > loss_disc_real_2: 0.2214227318763733 (0.21313750207787607) | > loss_disc_real_3: 0.2439483404159546 (0.2189627479670978) | > loss_disc_real_4: 0.24152477085590363 (0.20778592030813053) | > loss_disc_real_5: 0.2579050362110138 (0.20908871538391927) | > loss_0: 2.0582516193389893 (2.2261978809426477) | > grad_norm_0: tensor(18.1331, device='cuda:0') (tensor(14.7931, device='cuda:0')) | > loss_gen: 3.3795762062072754 (2.6758704926909465) | > loss_kl: 1.448232889175415 (1.5744798016257395) | > loss_feat: 9.001562118530273 (7.340648863373733) | > loss_mel: 20.629318237304688 (20.717436546232637) | > loss_duration: 2.1933465003967285 (2.1154756335223563) | > loss_1: 36.65203857421875 (34.423911176076736) | > grad_norm_1: tensor(176.6546, device='cuda:0') (tensor(178.8493, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3866 (0.356924773716345) | > loader_time: 0.005 (0.003832697868347168)  --> TIME: 2024-06-10 17:28:31 -- STEP: 189/330 -- GLOBAL_STEP: 107000 | > loss_disc: 2.3818039894104004 (2.2263214228645203) | > loss_disc_real_0: 0.13276627659797668 (0.11179912939825386) | > loss_disc_real_1: 0.22612757980823517 (0.20037755350429545) | > loss_disc_real_2: 0.19084283709526062 (0.21361165418826714) | > loss_disc_real_3: 0.22029317915439606 (0.21861425294447198) | > loss_disc_real_4: 0.2765391767024994 (0.20654557653205105) | > loss_disc_real_5: 0.2112419456243515 (0.2097428946425675) | > loss_0: 2.3818039894104004 (2.2263214228645203) | > grad_norm_0: tensor(67.0031, device='cuda:0') (tensor(16.6054, device='cuda:0')) | > loss_gen: 2.702059745788574 (2.691646418243489) | > loss_kl: 1.651713490486145 (1.5679943952610877) | > loss_feat: 7.437924385070801 (7.385203258070366) | > loss_mel: 20.688865661621094 (20.667661515493226) | > loss_duration: 2.168203115463257 (2.120166202701585) | > loss_1: 34.648765563964844 (34.4326715923491) | > grad_norm_1: tensor(405.8211, device='cuda:0') (tensor(189.3874, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.4007 (0.3609582873248549) | > loader_time: 0.0054 (0.0039876894976096176) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_107000.pth  --> TIME: 2024-06-10 17:28:46 -- STEP: 214/330 -- GLOBAL_STEP: 107025 | > loss_disc: 2.0489768981933594 (2.2299613100346) | > loss_disc_real_0: 0.114395871758461 (0.11398192919860377) | > loss_disc_real_1: 0.19313737750053406 (0.20054138361293578) | > loss_disc_real_2: 0.22121979296207428 (0.21365289529350318) | > loss_disc_real_3: 0.16144894063472748 (0.21834357765233406) | > loss_disc_real_4: 0.1885795295238495 (0.20779974981446134) | > loss_disc_real_5: 0.17347536981105804 (0.20932669666047407) | > loss_0: 2.0489768981933594 (2.2299613100346) | > grad_norm_0: tensor(49.0218, device='cuda:0') (tensor(19.0513, device='cuda:0')) | > loss_gen: 2.7079434394836426 (2.6884477873828923) | > loss_kl: 1.5133908987045288 (1.5693254576665214) | > loss_feat: 7.431952476501465 (7.384603861336396) | > loss_mel: 19.696916580200195 (20.62495287779334) | > loss_duration: 2.212625503540039 (2.1250566684197008) | > loss_1: 33.562828063964844 (34.392386427549575) | > grad_norm_1: tensor(376.5517, device='cuda:0') (tensor(203.8726, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.3921 (0.36499679757055836) | > loader_time: 0.0052 (0.00413475081185314)  --> TIME: 2024-06-10 17:28:56 -- STEP: 239/330 -- GLOBAL_STEP: 107050 | > loss_disc: 2.122478723526001 (2.227549200277448) | > loss_disc_real_0: 0.09046167135238647 (0.11452911607141775) | > loss_disc_real_1: 0.24111223220825195 (0.20068918118666407) | > loss_disc_real_2: 0.2213880717754364 (0.21325096993017395) | > loss_disc_real_3: 0.17755015194416046 (0.21815861524647748) | > loss_disc_real_4: 0.17258593440055847 (0.20833585389488413) | > loss_disc_real_5: 0.17645609378814697 (0.2091535924618214) | > loss_0: 2.122478723526001 (2.227549200277448) | > grad_norm_0: tensor(13.4241, device='cuda:0') (tensor(18.7829, device='cuda:0')) | > loss_gen: 2.7606606483459473 (2.6871842061126583) | > loss_kl: 1.4444431066513062 (1.5759684924800021) | > loss_feat: 7.98939323425293 (7.396175522185769) | > loss_mel: 21.111595153808594 (20.61947097139876) | > loss_duration: 2.1453065872192383 (2.1317235959623617) | > loss_1: 35.45139694213867 (34.410522620548264) | > grad_norm_1: tensor(292.0250, device='cuda:0') (tensor(207.6623, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.4134 (0.36864593637538257) | > loader_time: 0.0055 (0.004240701388115663)  --> TIME: 2024-06-10 17:29:06 -- STEP: 264/330 -- GLOBAL_STEP: 107075 | > loss_disc: 2.333498954772949 (2.23071832142093) | > loss_disc_real_0: 0.16177678108215332 (0.11585720411191384) | > loss_disc_real_1: 0.21884357929229736 (0.2007665145352031) | > loss_disc_real_2: 0.258633553981781 (0.2133387015060042) | > loss_disc_real_3: 0.21435761451721191 (0.21833428864677748) | > loss_disc_real_4: 0.21951422095298767 (0.20901739032882635) | > loss_disc_real_5: 0.2216777354478836 (0.20958974376095063) | > loss_0: 2.333498954772949 (2.23071832142093) | > grad_norm_0: tensor(5.7249, device='cuda:0') (tensor(18.3197, device='cuda:0')) | > loss_gen: 2.749112367630005 (2.685535374915961) | > loss_kl: 1.4960253238677979 (1.5766461103251481) | > loss_feat: 7.42419958114624 (7.406630051858498) | > loss_mel: 20.13776397705078 (20.590701305504986) | > loss_duration: 2.240025758743286 (2.137290520649965) | > loss_1: 34.04712677001953 (34.39680323456273) | > grad_norm_1: tensor(268.8974, device='cuda:0') (tensor(210.2610, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.4105 (0.3732048480799704) | > loader_time: 0.0059 (0.004375656445821126)  --> TIME: 2024-06-10 17:29:18 -- STEP: 289/330 -- GLOBAL_STEP: 107100 | > loss_disc: 2.327608108520508 (2.228497621922344) | > loss_disc_real_0: 0.09554686397314072 (0.11611241754466688) | > loss_disc_real_1: 0.2185031622648239 (0.20135465274632597) | > loss_disc_real_2: 0.2486611306667328 (0.21407906051119302) | > loss_disc_real_3: 0.2958199977874756 (0.21848910350906808) | > loss_disc_real_4: 0.2624422311782837 (0.20862465168778044) | > loss_disc_real_5: 0.2444140613079071 (0.20863225241433384) | > loss_0: 2.327608108520508 (2.228497621922344) | > grad_norm_0: tensor(47.2440, device='cuda:0') (tensor(19.3343, device='cuda:0')) | > loss_gen: 2.7710483074188232 (2.685297700360573) | > loss_kl: 1.4788932800292969 (1.5751874154001781) | > loss_feat: 7.047948837280273 (7.423778283142301) | > loss_mel: 19.557226181030273 (20.53643932804516) | > loss_duration: 2.2635059356689453 (2.1449979518936546) | > loss_1: 33.118621826171875 (34.365700560045084) | > grad_norm_1: tensor(333.3663, device='cuda:0') (tensor(221.4733, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.4454 (0.3783584804270919) | > loader_time: 0.0065 (0.004550318404464985)  --> TIME: 2024-06-10 17:29:30 -- STEP: 314/330 -- GLOBAL_STEP: 107125 | > loss_disc: 2.194847583770752 (2.2209096015638603) | > loss_disc_real_0: 0.09002505987882614 (0.11601908476489364) | > loss_disc_real_1: 0.2317916750907898 (0.20165350947790095) | > loss_disc_real_2: 0.23143985867500305 (0.21310456547957313) | > loss_disc_real_3: 0.17394089698791504 (0.21703867846803301) | > loss_disc_real_4: 0.1662190854549408 (0.2073039223623883) | > loss_disc_real_5: 0.16615478694438934 (0.20686407847579122) | > loss_0: 2.194847583770752 (2.2209096015638603) | > grad_norm_0: tensor(33.9401, device='cuda:0') (tensor(20.1435, device='cuda:0')) | > loss_gen: 2.843463182449341 (2.693880123697269) | > loss_kl: 1.50978422164917 (1.5731296793670408) | > loss_feat: 8.8651762008667 (7.481135295454863) | > loss_mel: 19.487682342529297 (20.49670356701893) | > loss_duration: 2.322005271911621 (2.1563617738948477) | > loss_1: 35.02811050415039 (34.40121028681471) | > grad_norm_1: tensor(498.8052, device='cuda:0') (tensor(231.1151, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.5092 (0.38696916467824566) | > loader_time: 0.0085 (0.0047751399362163174)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1451199054718018 (2.1451199054718018) | > loss_disc_real_0: 0.10891439020633698 (0.10891439020633698) | > loss_disc_real_1: 0.2617042660713196 (0.2617042660713196) | > loss_disc_real_2: 0.2512096166610718 (0.2512096166610718) | > loss_disc_real_3: 0.2774869501590729 (0.2774869501590729) | > loss_disc_real_4: 0.2609419822692871 (0.2609419822692871) | > loss_disc_real_5: 0.25204822421073914 (0.25204822421073914) | > loss_0: 2.1451199054718018 (2.1451199054718018) | > loss_gen: 3.2467734813690186 (3.2467734813690186) | > loss_kl: 0.6362990140914917 (0.6362990140914917) | > loss_feat: 6.815601825714111 (6.815601825714111) | > loss_mel: 17.30158042907715 (17.30158042907715) | > loss_duration: 2.7575700283050537 (2.7575700283050537) | > loss_1: 30.757823944091797 (30.757823944091797)  --> STEP: 1 | > loss_disc: 2.232689380645752 (2.232689380645752) | > loss_disc_real_0: 0.04957608878612518 (0.04957608878612518) | > loss_disc_real_1: 0.1985429972410202 (0.1985429972410202) | > loss_disc_real_2: 0.15833580493927002 (0.15833580493927002) | > loss_disc_real_3: 0.3419320285320282 (0.3419320285320282) | > loss_disc_real_4: 0.24183139204978943 (0.24183139204978943) | > loss_disc_real_5: 0.29541224241256714 (0.29541224241256714) | > loss_0: 2.232689380645752 (2.232689380645752) | > loss_gen: 2.799807548522949 (2.799807548522949) | > loss_kl: 1.6781072616577148 (1.6781072616577148) | > loss_feat: 4.918239593505859 (4.918239593505859) | > loss_mel: 21.523910522460938 (21.523910522460938) | > loss_duration: 2.3940320014953613 (2.3940320014953613) | > loss_1: 33.3140983581543 (33.3140983581543)  --> STEP: 2 | > loss_disc: 1.9796042442321777 (2.106146812438965) | > loss_disc_real_0: 0.044778238981962204 (0.047177163884043694) | > loss_disc_real_1: 0.22702842950820923 (0.21278571337461472) | > loss_disc_real_2: 0.17418105900287628 (0.16625843197107315) | > loss_disc_real_3: 0.21926532685756683 (0.2805986776947975) | > loss_disc_real_4: 0.21572978794574738 (0.2287805899977684) | > loss_disc_real_5: 0.23377728462219238 (0.26459476351737976) | > loss_0: 1.9796042442321777 (2.106146812438965) | > loss_gen: 2.91804575920105 (2.8589266538619995) | > loss_kl: 1.4038773775100708 (1.5409923195838928) | > loss_feat: 6.983406066894531 (5.950822830200195) | > loss_mel: 22.399150848388672 (21.961530685424805) | > loss_duration: 2.456956148147583 (2.425494074821472) | > loss_1: 36.161434173583984 (34.73776626586914)  --> STEP: 3 | > loss_disc: 2.3950862884521484 (2.202459971110026) | > loss_disc_real_0: 0.11746026575565338 (0.07060486450791359) | > loss_disc_real_1: 0.27198272943496704 (0.23251805206139883) | > loss_disc_real_2: 0.2109564244747162 (0.18115776280562082) | > loss_disc_real_3: 0.22233229875564575 (0.26117655138174695) | > loss_disc_real_4: 0.2938336133956909 (0.25046493113040924) | > loss_disc_real_5: 0.2923451066017151 (0.2738448778788249) | > loss_0: 2.3950862884521484 (2.202459971110026) | > loss_gen: 3.2840683460235596 (3.000640551249186) | > loss_kl: 2.29256534576416 (1.791516661643982) | > loss_feat: 8.786884307861328 (6.896176656087239) | > loss_mel: 23.17959213256836 (22.36755116780599) | > loss_duration: 2.12807035446167 (2.326352834701538) | > loss_1: 39.671180725097656 (36.38223775227865)  --> STEP: 4 | > loss_disc: 1.7325587272644043 (2.0849846601486206) | > loss_disc_real_0: 0.025040239095687866 (0.05921370815485716) | > loss_disc_real_1: 0.1602400690317154 (0.21444855630397797) | > loss_disc_real_2: 0.12174995988607407 (0.16630581207573414) | > loss_disc_real_3: 0.1435903012752533 (0.23177998885512352) | > loss_disc_real_4: 0.1219317689538002 (0.21833164058625698) | > loss_disc_real_5: 0.11212710291147232 (0.23341543413698673) | > loss_0: 1.7325587272644043 (2.0849846601486206) | > loss_gen: 2.8656938076019287 (2.966903865337372) | > loss_kl: 1.8859310150146484 (1.8151202499866486) | > loss_feat: 8.309886932373047 (7.249604225158691) | > loss_mel: 21.205060958862305 (22.07692861557007) | > loss_duration: 2.204285144805908 (2.2958359122276306) | > loss_1: 36.470855712890625 (36.40439224243164)  --> STEP: 5 | > loss_disc: 2.2265310287475586 (2.113293933868408) | > loss_disc_real_0: 0.14526958763599396 (0.07642488405108452) | > loss_disc_real_1: 0.23509284853935242 (0.21857741475105286) | > loss_disc_real_2: 0.23911121487617493 (0.18086689263582229) | > loss_disc_real_3: 0.26237204670906067 (0.23789840042591096) | > loss_disc_real_4: 0.23609334230422974 (0.22188398092985154) | > loss_disc_real_5: 0.23039408028125763 (0.2328111633658409) | > loss_0: 2.2265310287475586 (2.113293933868408) | > loss_gen: 3.050220489501953 (2.9835671901702883) | > loss_kl: 1.7649824619293213 (1.805092692375183) | > loss_feat: 6.503046989440918 (7.100292778015136) | > loss_mel: 20.868654251098633 (21.83527374267578) | > loss_duration: 2.370943546295166 (2.3108574390411376) | > loss_1: 34.5578498840332 (36.03508377075195)  --> STEP: 6 | > loss_disc: 1.643414855003357 (2.034980754057566) | > loss_disc_real_0: 0.1110982596874237 (0.08220377999047439) | > loss_disc_real_1: 0.18305015563964844 (0.21265620489915213) | > loss_disc_real_2: 0.18745262920856476 (0.18196451539794603) | > loss_disc_real_3: 0.17328119277954102 (0.22712886581818262) | > loss_disc_real_4: 0.11962578445672989 (0.20484094818433127) | > loss_disc_real_5: 0.1344241499900818 (0.2164133278032144) | > loss_0: 1.643414855003357 (2.034980754057566) | > loss_gen: 3.084961175918579 (3.0004661877950034) | > loss_kl: 1.6218630075454712 (1.7745544115702312) | > loss_feat: 7.913078784942627 (7.235757112503052) | > loss_mel: 21.728195190429688 (21.817427317301433) | > loss_duration: 2.1416938304901123 (2.2826635042826333) | > loss_1: 36.48979187011719 (36.11086845397949)  --> STEP: 7 | > loss_disc: 1.937035083770752 (2.0209885154451643) | > loss_disc_real_0: 0.11074689030647278 (0.08628136717847415) | > loss_disc_real_1: 0.26138100028038025 (0.21961688995361328) | > loss_disc_real_2: 0.23362316191196442 (0.1893443220428058) | > loss_disc_real_3: 0.19195841252803802 (0.22210451534816197) | > loss_disc_real_4: 0.18399110436439514 (0.20186239906719752) | > loss_disc_real_5: 0.22272668778896332 (0.2173152363726071) | > loss_0: 1.937035083770752 (2.0209885154451643) | > loss_gen: 3.3272132873535156 (3.047144344874791) | > loss_kl: 2.6867268085479736 (1.904864753995623) | > loss_feat: 7.0209856033325195 (7.205075468335833) | > loss_mel: 19.381465911865234 (21.469432830810547) | > loss_duration: 2.352705478668213 (2.2926695006234303) | > loss_1: 34.76909637451172 (35.91918672834124)  --> STEP: 8 | > loss_disc: 1.8280892372131348 (1.9968761056661606) | > loss_disc_real_0: 0.0986873134970665 (0.0878321104682982) | > loss_disc_real_1: 0.17590555548667908 (0.2141529731452465) | > loss_disc_real_2: 0.22271138429641724 (0.19351520482450724) | > loss_disc_real_3: 0.15895721316337585 (0.2142111025750637) | > loss_disc_real_4: 0.17639631032943726 (0.1986791379749775) | > loss_disc_real_5: 0.1393548995256424 (0.2075701942667365) | > loss_0: 1.8280892372131348 (1.9968761056661606) | > loss_gen: 3.2328851222991943 (3.070361942052841) | > loss_kl: 2.148451566696167 (1.935313105583191) | > loss_feat: 9.314640998840332 (7.468771159648895) | > loss_mel: 24.2415714263916 (21.81595015525818) | > loss_duration: 2.1754674911499023 (2.2780192494392395) | > loss_1: 41.11301803588867 (36.56841564178467)  --> STEP: 9 | > loss_disc: 2.6391170024871826 (2.0682362053129406) | > loss_disc_real_0: 0.205078586935997 (0.10085949674248695) | > loss_disc_real_1: 0.2804463803768158 (0.22151890728208753) | > loss_disc_real_2: 0.22903357446193695 (0.1974616903397772) | > loss_disc_real_3: 0.2751980721950531 (0.2209874325328403) | > loss_disc_real_4: 0.2771650552749634 (0.2073997954527537) | > loss_disc_real_5: 0.2618713080883026 (0.21360365135802162) | > loss_0: 2.6391170024871826 (2.0682362053129406) | > loss_gen: 2.3634281158447266 (2.9918137391408286) | > loss_kl: 1.7355142831802368 (1.9131132364273071) | > loss_feat: 8.062199592590332 (7.534707652197944) | > loss_mel: 20.27029037475586 (21.64421017964681) | > loss_duration: 2.135601043701172 (2.262195004357232) | > loss_1: 34.56703567504883 (36.34604008992513)  --> STEP: 10 | > loss_disc: 2.0727357864379883 (2.0686861634254456) | > loss_disc_real_0: 0.16403265297412872 (0.10717681236565113) | > loss_disc_real_1: 0.2260618805885315 (0.22197320461273193) | > loss_disc_real_2: 0.2146863490343094 (0.1991841562092304) | > loss_disc_real_3: 0.21006718277931213 (0.2198954075574875) | > loss_disc_real_4: 0.19869384169578552 (0.20652920007705688) | > loss_disc_real_5: 0.19900502264499664 (0.21214378848671914) | > loss_0: 2.0727357864379883 (2.0686861634254456) | > loss_gen: 2.9879727363586426 (2.99142963886261) | > loss_kl: 1.7128660678863525 (1.8930885195732117) | > loss_feat: 7.142770767211914 (7.495513963699341) | > loss_mel: 16.84518814086914 (21.16430797576904) | > loss_duration: 2.2099738121032715 (2.256972885131836) | > loss_1: 30.898771286010742 (35.80131320953369)  --> STEP: 11 | > loss_disc: 2.0554051399230957 (2.067478797652505) | > loss_disc_real_0: 0.08154550194740295 (0.10484669323671948) | > loss_disc_real_1: 0.28880223631858826 (0.22804857113144614) | > loss_disc_real_2: 0.14491111040115356 (0.1942502429539507) | > loss_disc_real_3: 0.17968608438968658 (0.21624001454223285) | > loss_disc_real_4: 0.18558745086193085 (0.20462540469386362) | > loss_disc_real_5: 0.2586587071418762 (0.21637241745536978) | > loss_0: 2.0554051399230957 (2.067478797652505) | > loss_gen: 2.9589650630950928 (2.9884783137928355) | > loss_kl: 2.380767583847046 (1.937422979961742) | > loss_feat: 7.100627899169922 (7.459615230560303) | > loss_mel: 21.67387580871582 (21.21063232421875) | > loss_duration: 2.417424440383911 (2.271559390154752) | > loss_1: 36.53165817260742 (35.86770820617676)  --> STEP: 12 | > loss_disc: 2.129136562347412 (2.072616944710414) | > loss_disc_real_0: 0.1009841039776802 (0.1045248107984662) | > loss_disc_real_1: 0.2666735351085663 (0.2312673181295395) | > loss_disc_real_2: 0.1857534945011139 (0.19354218058288097) | > loss_disc_real_3: 0.2015831470489502 (0.21501860891779265) | > loss_disc_real_4: 0.21196986734867096 (0.20523744324843088) | > loss_disc_real_5: 0.23622210323810577 (0.21802655793726444) | > loss_0: 2.129136562347412 (2.072616944710414) | > loss_gen: 2.925142288208008 (2.9832003116607666) | > loss_kl: 1.597987174987793 (1.9091366628805797) | > loss_feat: 7.304468154907227 (7.446686307589213) | > loss_mel: 21.188180923461914 (21.20876137415568) | > loss_duration: 2.1650443077087402 (2.2626831332842507) | > loss_1: 35.18082046508789 (35.81046756108602)  --> STEP: 13 | > loss_disc: 2.76029634475708 (2.125515360098619) | > loss_disc_real_0: 0.168193981051445 (0.10942243927946457) | > loss_disc_real_1: 0.30700159072875977 (0.2370930314064026) | > loss_disc_real_2: 0.2865620255470276 (0.20069755327243072) | > loss_disc_real_3: 0.2994838356971741 (0.22151593405466813) | > loss_disc_real_4: 0.35182881355285645 (0.21651370250261748) | > loss_disc_real_5: 0.32611000537872314 (0.2263406692789151) | > loss_0: 2.76029634475708 (2.125515360098619) | > loss_gen: 2.6531291007995605 (2.9578102185175967) | > loss_kl: 1.2162714004516602 (1.855839335001432) | > loss_feat: 3.9054243564605713 (7.174281542117779) | > loss_mel: 15.638991355895996 (20.780317526597244) | > loss_duration: 2.0957651138305664 (2.2498432856339674) | > loss_1: 25.50958251953125 (35.01809178865873)  --> STEP: 14 | > loss_disc: 1.6984596252441406 (2.095011379037585) | > loss_disc_real_0: 0.12189240753650665 (0.11031315129782472) | > loss_disc_real_1: 0.2143498659133911 (0.23546851958547318) | > loss_disc_real_2: 0.15529115498065948 (0.19745423910873278) | > loss_disc_real_3: 0.19069832563400269 (0.21931467631033488) | > loss_disc_real_4: 0.1489855796098709 (0.21169026515313558) | > loss_disc_real_5: 0.1494159996509552 (0.22084605001977511) | > loss_0: 1.6984596252441406 (2.095011379037585) | > loss_gen: 3.4060680866241455 (2.9898286376680647) | > loss_kl: 2.190941572189331 (1.8797752090862818) | > loss_feat: 8.679737091064453 (7.281814081328256) | > loss_mel: 21.2270450592041 (20.812226636069163) | > loss_duration: 2.376932144165039 (2.25892106124333) | > loss_1: 37.88072204589844 (35.22256537846157)  --> STEP: 15 | > loss_disc: 1.9488403797149658 (2.0852666457494102) | > loss_disc_real_0: 0.07229523360729218 (0.10777862345178922) | > loss_disc_real_1: 0.15338930487632751 (0.2299965719381968) | > loss_disc_real_2: 0.1582830846309662 (0.194842828810215) | > loss_disc_real_3: 0.22832612693309784 (0.21991543968518576) | > loss_disc_real_4: 0.22963546216487885 (0.21288661162058511) | > loss_disc_real_5: 0.21720001101493835 (0.220602980752786) | > loss_0: 1.9488403797149658 (2.0852666457494102) | > loss_gen: 3.018292188644409 (2.991726207733154) | > loss_kl: 2.007734775543213 (1.8883058468500773) | > loss_feat: 9.994279861450195 (7.462645133336385) | > loss_mel: 21.504573822021484 (20.85838311513265) | > loss_duration: 2.287698268890381 (2.2608395417531333) | > loss_1: 38.81257629394531 (35.46189943949381)  --> STEP: 16 | > loss_disc: 2.4614510536193848 (2.1087781712412834) | > loss_disc_real_0: 0.17522627115249634 (0.11199410143308342) | > loss_disc_real_1: 0.2464001178741455 (0.2310217935591936) | > loss_disc_real_2: 0.22927026450634003 (0.1969945435412228) | > loss_disc_real_3: 0.28943875432014465 (0.22426064684987068) | > loss_disc_real_4: 0.30001428723335266 (0.2183320913463831) | > loss_disc_real_5: 0.2916926145553589 (0.2250460828654468) | > loss_0: 2.4614510536193848 (2.1087781712412834) | > loss_gen: 3.159083366394043 (3.00218603014946) | > loss_kl: 1.7954957485198975 (1.882505215704441) | > loss_feat: 6.906796932220459 (7.42790462076664) | > loss_mel: 15.47947883605957 (20.522201597690582) | > loss_duration: 2.38145112991333 (2.2683777660131454) | > loss_1: 29.722305297851562 (35.103174805641174)  --> STEP: 17 | > loss_disc: 2.3939170837402344 (2.125551048447104) | > loss_disc_real_0: 0.1417200267314911 (0.11374268527416621) | > loss_disc_real_1: 0.317904531955719 (0.2361325428766363) | > loss_disc_real_2: 0.1884251832962036 (0.1964904635268099) | > loss_disc_real_3: 0.36288756132125854 (0.23241517123054056) | > loss_disc_real_4: 0.33581310510635376 (0.22524273921461666) | > loss_disc_real_5: 0.25085192918777466 (0.22656407382558374) | > loss_0: 2.3939170837402344 (2.125551048447104) | > loss_gen: 2.94517183303833 (2.9988322538488053) | > loss_kl: 1.891173005104065 (1.8830150856691248) | > loss_feat: 5.866991996765137 (7.336086231119492) | > loss_mel: 20.222095489501953 (20.5045482972089) | > loss_duration: 2.376753807067871 (2.2747528272516586) | > loss_1: 33.30218505859375 (34.99723423228544)  --> STEP: 18 | > loss_disc: 2.030381917953491 (2.1202638745307922) | > loss_disc_real_0: 0.0471939891576767 (0.1100455354899168) | > loss_disc_real_1: 0.13949276506900787 (0.23076366633176804) | > loss_disc_real_2: 0.13026809692382812 (0.19281144315997759) | > loss_disc_real_3: 0.15281078219413757 (0.2279927051729626) | > loss_disc_real_4: 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(20.497693872451784) | > loss_duration: 2.337944746017456 (2.2739497780799867) | > loss_1: 31.179519653320312 (35.06397371292114)  --> STEP: 21 | > loss_disc: 2.341562509536743 (2.1266781999951316) | > loss_disc_real_0: 0.10198837518692017 (0.10900406450742767) | > loss_disc_real_1: 0.23262973129749298 (0.23421478555316017) | > loss_disc_real_2: 0.199537992477417 (0.1946921210203852) | > loss_disc_real_3: 0.3429886996746063 (0.23112741112709045) | > loss_disc_real_4: 0.2521561086177826 (0.21714234813338235) | > loss_disc_real_5: 0.2890351414680481 (0.226033563769999) | > loss_0: 2.341562509536743 (2.1266781999951316) | > loss_gen: 3.1015212535858154 (2.9484280745188394) | > loss_kl: 1.3902784585952759 (1.8339351869764782) | > loss_feat: 7.550369739532471 (7.498054765519642) | > loss_mel: 21.185531616210938 (20.53044805072603) | > loss_duration: 2.162203788757324 (2.268628540493193) | > loss_1: 35.3899040222168 (35.079494203839985)  --> STEP: 22 | > loss_disc: 1.9381217956542969 (2.1181074543432756) | > loss_disc_real_0: 0.07141317427158356 (0.10729538767852566) | > loss_disc_real_1: 0.14787909388542175 (0.23029043593189932) | > loss_disc_real_2: 0.18350422382354736 (0.19418358023871074) | > loss_disc_real_3: 0.27359673380851746 (0.23305783488533713) | > loss_disc_real_4: 0.24537627398967743 (0.21842570839957756) | > loss_disc_real_5: 0.30668798089027405 (0.2296996736391024) | > loss_0: 1.9381217956542969 (2.1181074543432756) | > loss_gen: 3.3566699028015137 (2.966984521258961) | > loss_kl: 1.3213300704956055 (1.8106349544091658) | > loss_feat: 8.938968658447266 (7.563550851561806) | > loss_mel: 23.428958892822266 (20.662198543548588) | > loss_duration: 2.179877758026123 (2.264594414017417) | > loss_1: 39.225807189941406 (35.267962975935504)  --> STEP: 23 | > loss_disc: 2.2462520599365234 (2.123678958934286) | > loss_disc_real_0: 0.11849930137395859 (0.10778251436093579) | > loss_disc_real_1: 0.29937267303466797 (0.23329401145810666) | > loss_disc_real_2: 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loss_disc_real_5: 0.19465333223342896 (0.22986863274127245) | > loss_0: 1.9779623746871948 (2.1176074345906573) | > loss_gen: 2.7847204208374023 (2.946147789557775) | > loss_kl: 1.7559144496917725 (1.8091515948375065) | > loss_feat: 6.696681976318359 (7.528322011232376) | > loss_mel: 20.22443962097168 (20.61649835109711) | > loss_duration: 2.421259880065918 (2.272080391645431) | > loss_1: 33.883018493652344 (35.172199964523315)  --> STEP: 25 | > loss_disc: 1.7761967182159424 (2.1039510059356687) | > loss_disc_real_0: 0.0788780078291893 (0.10850651845335961) | > loss_disc_real_1: 0.23158758878707886 (0.2319605231285095) | > loss_disc_real_2: 0.20569929480552673 (0.19223335653543472) | > loss_disc_real_3: 0.17375437915325165 (0.22735317349433898) | > loss_disc_real_4: 0.15824533998966217 (0.21339970260858535) | > loss_disc_real_5: 0.1706145852804184 (0.22749847084283828) | > loss_0: 1.7761967182159424 (2.1039510059356687) | > loss_gen: 3.5120975971221924 (2.9687857818603516) | > loss_kl: 1.950751781463623 (1.8148156023025512) | > loss_feat: 9.714677810668945 (7.615776243209839) | > loss_mel: 19.153079986572266 (20.557961616516117) | > loss_duration: 2.35794997215271 (2.2755151748657223) | > loss_1: 36.68855667114258 (35.232854232788085)  --> STEP: 26 | > loss_disc: 1.6114747524261475 (2.0850096115699177) | > loss_disc_real_0: 0.03606214001774788 (0.10572019620583607) | > loss_disc_real_1: 0.09323436766862869 (0.22662490176466796) | > loss_disc_real_2: 0.09402009844779968 (0.18845592353206414) | > loss_disc_real_3: 0.17629976570606232 (0.22538958088709757) | > loss_disc_real_4: 0.2363559454679489 (0.2142826350262532) | > loss_disc_real_5: 0.14616146683692932 (0.22437012453491872) | > loss_0: 1.6114747524261475 (2.0850096115699177) | > loss_gen: 2.851602554321289 (2.9642787346473107) | > loss_kl: 1.8785325288772583 (1.8172662533246553) | > loss_feat: 18.70778465270996 (8.042391951267536) | > loss_mel: 26.158605575561523 (20.773370999556327) | > loss_duration: 2.3332204818725586 (2.277734609750601) | > loss_1: 51.92974853515625 (35.87504247518686) --> EVAL PERFORMANCE | > avg_loader_time: 0.002463808426490198 (+6.49507229144768e-05) | > avg_loss_disc: 2.0850096115699177 (-0.21808465627523566) | > avg_loss_disc_real_0: 0.10572019620583607 (-0.009583385804524794) | > avg_loss_disc_real_1: 0.22662490176466796 (-0.06210485186714401) | > avg_loss_disc_real_2: 0.18845592353206414 (-0.07266817843684792) | > avg_loss_disc_real_3: 0.22538958088709757 (-0.05717480182647708) | > avg_loss_disc_real_4: 0.2142826350262532 (-0.0229195267535173) | > avg_loss_disc_real_5: 0.22437012453491872 (-0.02009007993798989) | > avg_loss_0: 2.0850096115699177 (-0.21808465627523566) | > avg_loss_gen: 2.9642787346473107 (+0.13016382547525263) | > avg_loss_kl: 1.8172662533246553 (-0.11736442034061145) | > avg_loss_feat: 8.042391951267536 (+1.3136219336436348) | > avg_loss_mel: 20.773370999556327 (+0.682821934039783) | > avg_loss_duration: 2.277734609750601 (-0.0005763127253612943) | > avg_loss_1: 35.87504247518686 (+2.0086669921875)  > EPOCH: 58/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:29:57)   --> TIME: 2024-06-10 17:30:01 -- STEP: 9/330 -- GLOBAL_STEP: 107150 | > loss_disc: 2.4497740268707275 (2.3341733349694147) | > loss_disc_real_0: 0.13011527061462402 (0.12515788194206026) | > loss_disc_real_1: 0.23225022852420807 (0.21456662979390886) | > loss_disc_real_2: 0.24791933596134186 (0.22279181248611873) | > loss_disc_real_3: 0.3198627531528473 (0.23712315327591366) | > loss_disc_real_4: 0.2653557062149048 (0.23630357947614458) | > loss_disc_real_5: 0.23410886526107788 (0.2275916768444909) | > loss_0: 2.4497740268707275 (2.3341733349694147) | > grad_norm_0: tensor(16.2550, device='cuda:0') (tensor(21.7255, device='cuda:0')) | > loss_gen: 2.52763032913208 (2.639731698566013) | > loss_kl: 1.4605255126953125 (1.5084630515840318) | > loss_feat: 6.592009544372559 (6.547091748979357) | > loss_mel: 20.668682098388672 (20.52201207478841) | > loss_duration: 2.2519354820251465 (2.3402642673916287) | > loss_1: 33.50078201293945 (33.55756187438965) | > grad_norm_1: tensor(151.5401, device='cuda:0') (tensor(147.8507, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3239 (0.3335695266723633) | > loader_time: 0.0027 (0.002928018569946289)  --> TIME: 2024-06-10 17:30:10 -- STEP: 34/330 -- GLOBAL_STEP: 107175 | > loss_disc: 2.105673313140869 (2.272902923471787) | > loss_disc_real_0: 0.08275237679481506 (0.11546134335153244) | > loss_disc_real_1: 0.17921949923038483 (0.2049393710844657) | > loss_disc_real_2: 0.18728283047676086 (0.21361542405451045) | > loss_disc_real_3: 0.2040637731552124 (0.2300190088503501) | > loss_disc_real_4: 0.18547815084457397 (0.2201809322132784) | > loss_disc_real_5: 0.20040816068649292 (0.21938624758930766) | > loss_0: 2.105673313140869 (2.272902923471787) | > grad_norm_0: tensor(7.0096, device='cuda:0') (tensor(13.3360, device='cuda:0')) | > loss_gen: 2.669706344604492 (2.6350804216721477) | > loss_kl: 1.3943719863891602 (1.5452581118134892) | > loss_feat: 7.652517318725586 (6.93441562091603) | > loss_mel: 21.37936019897461 (20.590373712427475) | > loss_duration: 2.163454055786133 (2.1836435794830322) | > loss_1: 35.25940704345703 (33.888771057128906) | > grad_norm_1: tensor(98.5778, device='cuda:0') (tensor(127.3490, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3288 (0.3409160095102647) | > loader_time: 0.0031 (0.003163428867564482)  --> TIME: 2024-06-10 17:30:19 -- STEP: 59/330 -- GLOBAL_STEP: 107200 | > loss_disc: 2.256291389465332 (2.250757977113886) | > loss_disc_real_0: 0.06757276505231857 (0.11406884481341152) | > loss_disc_real_1: 0.19678404927253723 (0.20332309932021772) | > loss_disc_real_2: 0.25612249970436096 (0.21414935184737383) | > loss_disc_real_3: 0.23923809826374054 (0.2258299735643096) | > loss_disc_real_4: 0.25243398547172546 (0.2161432805202775) | > loss_disc_real_5: 0.23298753798007965 (0.21292354823169063) | > loss_0: 2.256291389465332 (2.250757977113886) | > grad_norm_0: tensor(25.6280, device='cuda:0') (tensor(13.2714, device='cuda:0')) | > loss_gen: 2.6069223880767822 (2.639708159333568) | > loss_kl: 1.416981816291809 (1.5254294488389615) | > loss_feat: 6.847212314605713 (7.061388250124657) | > loss_mel: 19.852943420410156 (20.61768140631207) | > loss_duration: 2.0628223419189453 (2.142237190472877) | > loss_1: 32.78688049316406 (33.98644431162688) | > grad_norm_1: tensor(190.9003, device='cuda:0') (tensor(137.2383, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3441 (0.35220243163028) | > loader_time: 0.0032 (0.00326235415571827)  --> TIME: 2024-06-10 17:30:28 -- STEP: 84/330 -- GLOBAL_STEP: 107225 | > loss_disc: 2.099395275115967 (2.246116019430615) | > loss_disc_real_0: 0.097046859562397 (0.11377640884547006) | > loss_disc_real_1: 0.17536859214305878 (0.20347904254283225) | > loss_disc_real_2: 0.19404451549053192 (0.21355649828910828) | > loss_disc_real_3: 0.2558247745037079 (0.22325619860064416) | > loss_disc_real_4: 0.23282089829444885 (0.21571132664879164) | > loss_disc_real_5: 0.1996508240699768 (0.21196178364611806) | > loss_0: 2.099395275115967 (2.246116019430615) | > grad_norm_0: tensor(9.0889, device='cuda:0') (tensor(15.0267, device='cuda:0')) | > loss_gen: 2.7832491397857666 (2.6398445623261586) | > loss_kl: 1.3055742979049683 (1.5257609075024015) | > loss_feat: 7.811113357543945 (7.129739159629459) | > loss_mel: 20.246524810791016 (20.56687080292475) | > loss_duration: 2.1582889556884766 (2.1244420905907933) | > loss_1: 34.30474853515625 (33.98665746053062) | > grad_norm_1: tensor(68.9921, device='cuda:0') (tensor(162.4724, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3696 (0.35515493438357393) | > loader_time: 0.0034 (0.003345344747815813)  --> TIME: 2024-06-10 17:30:38 -- STEP: 109/330 -- GLOBAL_STEP: 107250 | > loss_disc: 2.300398349761963 (2.2425504102619427) | > loss_disc_real_0: 0.11572721600532532 (0.11460582918803626) | > loss_disc_real_1: 0.2394089549779892 (0.20266036771306203) | > loss_disc_real_2: 0.2111683189868927 (0.21415631691797063) | > loss_disc_real_3: 0.28547701239585876 (0.22320754976447568) | > loss_disc_real_4: 0.22629134356975555 (0.21375337557508312) | > loss_disc_real_5: 0.25759315490722656 (0.21107607587761834) | > loss_0: 2.300398349761963 (2.2425504102619427) | > grad_norm_0: tensor(13.1480, device='cuda:0') (tensor(15.8773, device='cuda:0')) | > loss_gen: 2.6263415813446045 (2.645945109358622) | > loss_kl: 1.588489055633545 (1.527017376838474) | > loss_feat: 7.230966091156006 (7.19026774660163) | > loss_mel: 20.606037139892578 (20.548776469099412) | > loss_duration: 2.0354790687561035 (2.117699147364413) | > loss_1: 34.08731460571289 (34.02970587004219) | > grad_norm_1: tensor(199.9472, device='cuda:0') (tensor(172.0937, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3712 (0.35628742471747443) | > loader_time: 0.0036 (0.0034497046689374727)  --> TIME: 2024-06-10 17:30:47 -- STEP: 134/330 -- GLOBAL_STEP: 107275 | > loss_disc: 2.3010499477386475 (2.2377484076058693) | > loss_disc_real_0: 0.1275882124900818 (0.11423580598697733) | > loss_disc_real_1: 0.20274092257022858 (0.20207647111878466) | > loss_disc_real_2: 0.20643870532512665 (0.21348383288774916) | > loss_disc_real_3: 0.19352425634860992 (0.22122663215025148) | > loss_disc_real_4: 0.18979965150356293 (0.21213949838681007) | > loss_disc_real_5: 0.19491277635097504 (0.2102192917199277) | > loss_0: 2.3010499477386475 (2.2377484076058693) | > grad_norm_0: tensor(8.7314, device='cuda:0') (tensor(15.7154, device='cuda:0')) | > loss_gen: 2.3669822216033936 (2.643967916716391) | > loss_kl: 1.4729467630386353 (1.5204289715681505) | > loss_feat: 7.892018795013428 (7.219514999816667) | > loss_mel: 20.38789939880371 (20.58815429459757) | > loss_duration: 2.115612030029297 (2.116524033582031) | > loss_1: 34.23545837402344 (34.0885901237602) | > grad_norm_1: tensor(114.3045, device='cuda:0') (tensor(175.4981, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3608 (0.35830525142043385) | > loader_time: 0.0038 (0.003541437547598312)  --> TIME: 2024-06-10 17:30:56 -- STEP: 159/330 -- GLOBAL_STEP: 107300 | > loss_disc: 2.356018304824829 (2.239820406871772) | > loss_disc_real_0: 0.09837564826011658 (0.11413051412915284) | > loss_disc_real_1: 0.19091595709323883 (0.20149200864183084) | > loss_disc_real_2: 0.22636334598064423 (0.21341503453704547) | > loss_disc_real_3: 0.24453362822532654 (0.22132015209527886) | > loss_disc_real_4: 0.27263644337654114 (0.21222910228765235) | > loss_disc_real_5: 0.2389565110206604 (0.20954289329501818) | > loss_0: 2.356018304824829 (2.239820406871772) | > grad_norm_0: tensor(29.3361, device='cuda:0') (tensor(16.5163, device='cuda:0')) | > loss_gen: 2.578601598739624 (2.6425322946512475) | > loss_kl: 1.4747798442840576 (1.5185887986009228) | > loss_feat: 7.037609100341797 (7.2212305578795615) | > loss_mel: 19.913545608520508 (20.557886099665414) | > loss_duration: 2.1044321060180664 (2.1159832590031162) | > loss_1: 33.10896682739258 (34.05622092432947) | > grad_norm_1: tensor(243.0963, device='cuda:0') (tensor(186.1221, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3935 (0.3604686949987832) | > loader_time: 0.0041 (0.0036517734047751757)  --> TIME: 2024-06-10 17:31:06 -- STEP: 184/330 -- GLOBAL_STEP: 107325 | > loss_disc: 2.207740545272827 (2.2391554739164277) | > loss_disc_real_0: 0.07648937404155731 (0.11345618282971175) | > loss_disc_real_1: 0.2165050208568573 (0.20187144264902762) | > loss_disc_real_2: 0.23439355194568634 (0.21356759665776853) | > loss_disc_real_3: 0.23507572710514069 (0.22076090741092744) | > loss_disc_real_4: 0.24012161791324615 (0.21196724887451399) | > loss_disc_real_5: 0.2365628033876419 (0.20944620628395808) | > loss_0: 2.207740545272827 (2.2391554739164277) | > grad_norm_0: tensor(14.6354, device='cuda:0') (tensor(17.8338, device='cuda:0')) | > loss_gen: 2.977328062057495 (2.6478378746820543) | > loss_kl: 1.5430735349655151 (1.5179898544498118) | > loss_feat: 7.488121509552002 (7.249223944933518) | > loss_mel: 20.102521896362305 (20.549217338147365) | > loss_duration: 2.1459078788757324 (2.119681208677912) | > loss_1: 34.256954193115234 (34.08395011528678) | > grad_norm_1: tensor(149.8494, device='cuda:0') (tensor(197.7393, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3749 (0.3628444062626881) | > loader_time: 0.004 (0.003754076750382133)  --> TIME: 2024-06-10 17:31:16 -- STEP: 209/330 -- GLOBAL_STEP: 107350 | > loss_disc: 2.2943966388702393 (2.2375076467340658) | > loss_disc_real_0: 0.0748928114771843 (0.1132803923989597) | > loss_disc_real_1: 0.2887895405292511 (0.20256142189913393) | > loss_disc_real_2: 0.20631809532642365 (0.21306570081049175) | > loss_disc_real_3: 0.22295652329921722 (0.2199421085096432) | > loss_disc_real_4: 0.18068437278270721 (0.21162277702509502) | > loss_disc_real_5: 0.23230670392513275 (0.2094046153377688) | > loss_0: 2.2943966388702393 (2.2375076467340658) | > grad_norm_0: tensor(40.3995, device='cuda:0') (tensor(18.9333, device='cuda:0')) | > loss_gen: 2.5634987354278564 (2.6534307356656464) | > loss_kl: 1.6486811637878418 (1.5292631644381296) | > loss_feat: 7.294402122497559 (7.288818448354182) | > loss_mel: 19.648103713989258 (20.533304661654974) | > loss_duration: 2.1705212593078613 (2.1244134885842714) | > loss_1: 33.3252067565918 (34.129230417132945) | > grad_norm_1: tensor(309.8169, device='cuda:0') (tensor(206.9651, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.3861 (0.3655450560829857) | > loader_time: 0.0051 (0.003889201360456111)  --> TIME: 2024-06-10 17:31:26 -- STEP: 234/330 -- GLOBAL_STEP: 107375 | > loss_disc: 2.2305355072021484 (2.233780470668761) | > loss_disc_real_0: 0.11115816235542297 (0.113104896635836) | > loss_disc_real_1: 0.17679035663604736 (0.20223979690136057) | > loss_disc_real_2: 0.20842133462429047 (0.21368493591873056) | > loss_disc_real_3: 0.20540031790733337 (0.21973326649421301) | > loss_disc_real_4: 0.20252084732055664 (0.2109401792797268) | > loss_disc_real_5: 0.246076300740242 (0.20917125097197345) | > loss_0: 2.2305355072021484 (2.233780470668761) | > grad_norm_0: tensor(20.9230, device='cuda:0') (tensor(19.1317, device='cuda:0')) | > loss_gen: 2.5771584510803223 (2.6561629904641055) | > loss_kl: 1.6376687288284302 (1.5344010652639932) | > loss_feat: 7.141585826873779 (7.295462062216212) | > loss_mel: 19.362987518310547 (20.504803323338177) | > loss_duration: 2.196481227874756 (2.130782431516891) | > loss_1: 32.9158821105957 (34.121611798930374) | > grad_norm_1: tensor(292.1569, device='cuda:0') (tensor(217.4005, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.419 (0.36966949548476785) | > loader_time: 0.0052 (0.004030194037999862)  --> TIME: 2024-06-10 17:31:37 -- STEP: 259/330 -- GLOBAL_STEP: 107400 | > loss_disc: 2.309116840362549 (2.2341255267154305) | > loss_disc_real_0: 0.11913731694221497 (0.11300834107237893) | > loss_disc_real_1: 0.2786908745765686 (0.2025791197209745) | > loss_disc_real_2: 0.2249700278043747 (0.21343257568747842) | > loss_disc_real_3: 0.22572863101959229 (0.21960850508746954) | > loss_disc_real_4: 0.22747577726840973 (0.21045992434254945) | > loss_disc_real_5: 0.23344121873378754 (0.20841310929837834) | > loss_0: 2.309116840362549 (2.2341255267154305) | > grad_norm_0: tensor(26.7185, device='cuda:0') (tensor(19.5718, device='cuda:0')) | > loss_gen: 2.7677574157714844 (2.6560485464265455) | > loss_kl: 1.6549087762832642 (1.536572623436976) | > loss_feat: 7.170151233673096 (7.316950407727805) | > loss_mel: 20.187353134155273 (20.4864443628024) | > loss_duration: 2.2228872776031494 (2.1364358727996406) | > loss_1: 34.00305938720703 (34.1324517091729) | > grad_norm_1: tensor(322.3079, device='cuda:0') (tensor(228.6456, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.4121 (0.37410827216954773) | > loader_time: 0.0059 (0.004186718620388663)  --> TIME: 2024-06-10 17:31:48 -- STEP: 284/330 -- GLOBAL_STEP: 107425 | > loss_disc: 2.198725938796997 (2.2364297425243223) | > loss_disc_real_0: 0.1588926762342453 (0.1133826478371318) | > loss_disc_real_1: 0.24577099084854126 (0.20357562737985396) | > loss_disc_real_2: 0.22259466350078583 (0.2134882396375629) | > loss_disc_real_3: 0.17730040848255157 (0.21957540805910672) | > loss_disc_real_4: 0.19169959425926208 (0.21013319964559987) | > loss_disc_real_5: 0.19055628776550293 (0.20796182011844408) | > loss_0: 2.198725938796997 (2.2364297425243223) | > grad_norm_0: tensor(79.3950, device='cuda:0') (tensor(21.0389, device='cuda:0')) | > loss_gen: 2.6978845596313477 (2.65736596097409) | > loss_kl: 1.5587596893310547 (1.541233023287545) | > loss_feat: 7.6415252685546875 (7.336211328775111) | > loss_mel: 20.683818817138672 (20.466356720722896) | > loss_duration: 2.2375550270080566 (2.144207202632661) | > loss_1: 34.81954574584961 (34.14537412347929) | > grad_norm_1: tensor(350.1575, device='cuda:0') (tensor(241.4672, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.4366 (0.3796100456949691) | > loader_time: 0.0062 (0.004347361309427609)  --> TIME: 2024-06-10 17:32:00 -- STEP: 309/330 -- GLOBAL_STEP: 107450 | > loss_disc: 2.3620386123657227 (2.235024243110979) | > loss_disc_real_0: 0.17729389667510986 (0.11314039277123787) | > loss_disc_real_1: 0.23353680968284607 (0.20367228724424125) | > loss_disc_real_2: 0.23418019711971283 (0.21354947555026565) | > loss_disc_real_3: 0.23215191066265106 (0.21923024315857192) | > loss_disc_real_4: 0.20653679966926575 (0.21040097655408976) | > loss_disc_real_5: 0.20658154785633087 (0.20753453768379865) | > loss_0: 2.3620386123657227 (2.235024243110979) | > grad_norm_0: tensor(86.8771, device='cuda:0') (tensor(21.9803, device='cuda:0')) | > loss_gen: 2.5893666744232178 (2.663151550447286) | > loss_kl: 1.5676461458206177 (1.5449565112783687) | > loss_feat: 6.679802894592285 (7.375535548311992) | > loss_mel: 19.037599563598633 (20.441342628503687) | > loss_duration: 2.320422887802124 (2.154597466431774) | > loss_1: 32.19483947753906 (34.17958361431235) | > grad_norm_1: tensor(344.6834, device='cuda:0') (tensor(247.4634, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.4842 (0.3867844007547619) | > loader_time: 0.007 (0.004525481690095077)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7719554901123047 (2.7719554901123047) | > loss_disc_real_0: 0.14465878903865814 (0.14465878903865814) | > loss_disc_real_1: 0.21103127300739288 (0.21103127300739288) | > loss_disc_real_2: 0.26764583587646484 (0.26764583587646484) | > loss_disc_real_3: 0.39045801758766174 (0.39045801758766174) | > loss_disc_real_4: 0.3589574992656708 (0.3589574992656708) | > loss_disc_real_5: 0.3183062970638275 (0.3183062970638275) | > loss_0: 2.7719554901123047 (2.7719554901123047) | > loss_gen: 2.2176127433776855 (2.2176127433776855) | > loss_kl: 1.8372344970703125 (1.8372344970703125) | > loss_feat: 3.7518410682678223 (3.7518410682678223) | > loss_mel: 16.964691162109375 (16.964691162109375) | > loss_duration: 2.7882704734802246 (2.7882704734802246) | > loss_1: 27.559650421142578 (27.559650421142578)  --> STEP: 1 | > loss_disc: 1.9943697452545166 (1.9943697452545166) | > loss_disc_real_0: 0.10235913842916489 (0.10235913842916489) | > loss_disc_real_1: 0.11410786211490631 (0.11410786211490631) | > loss_disc_real_2: 0.13720600306987762 (0.13720600306987762) | > loss_disc_real_3: 0.21684037148952484 (0.21684037148952484) | > loss_disc_real_4: 0.1745910346508026 (0.1745910346508026) | > loss_disc_real_5: 0.11998888105154037 (0.11998888105154037) | > loss_0: 1.9943697452545166 (1.9943697452545166) | > loss_gen: 2.25882625579834 (2.25882625579834) | > loss_kl: 2.287066698074341 (2.287066698074341) | > loss_feat: 7.741995811462402 (7.741995811462402) | > loss_mel: 22.20705223083496 (22.20705223083496) | > loss_duration: 2.2812156677246094 (2.2812156677246094) | > loss_1: 36.77615737915039 (36.77615737915039)  --> STEP: 2 | > loss_disc: 2.2099292278289795 (2.102149486541748) | > loss_disc_real_0: 0.04367830976843834 (0.07301872409880161) | > loss_disc_real_1: 0.1353503316640854 (0.12472909688949585) | > loss_disc_real_2: 0.22793318331241608 (0.18256959319114685) | > loss_disc_real_3: 0.2784942090511322 (0.24766729027032852) | > loss_disc_real_4: 0.25115716457366943 (0.21287409961223602) | > loss_disc_real_5: 0.25965991616249084 (0.1898243986070156) | > loss_0: 2.2099292278289795 (2.102149486541748) | > loss_gen: 2.462327241897583 (2.3605767488479614) | > loss_kl: 2.0260608196258545 (2.1565637588500977) | > loss_feat: 5.964541912078857 (6.85326886177063) | > loss_mel: 21.834819793701172 (22.020936012268066) | > loss_duration: 2.4116055965423584 (2.346410632133484) | > loss_1: 34.69935607910156 (35.73775672912598)  --> STEP: 3 | > loss_disc: 2.520219326019287 (2.2415060997009277) | > loss_disc_real_0: 0.09946487843990326 (0.08183410887916882) | > loss_disc_real_1: 0.21545714139938354 (0.15497177839279175) | > loss_disc_real_2: 0.2739158868789673 (0.21301835775375366) | > loss_disc_real_3: 0.27993813157081604 (0.25842423737049103) | > loss_disc_real_4: 0.3237379789352417 (0.24982872605323792) | > loss_disc_real_5: 0.25378912687301636 (0.21114597469568253) | > loss_0: 2.520219326019287 (2.2415060997009277) | > loss_gen: 2.4743893146514893 (2.3985142707824707) | > loss_kl: 2.0137362480163574 (2.108954588572184) | > loss_feat: 5.376265048980713 (6.360934257507324) | > loss_mel: 17.59812355041504 (20.54666519165039) | > loss_duration: 2.1972317695617676 (2.2966843446095786) | > loss_1: 29.659746170043945 (33.71175320943197)  --> STEP: 4 | > loss_disc: 2.1706814765930176 (2.22379994392395) | > loss_disc_real_0: 0.14040754735469818 (0.09647746849805117) | > loss_disc_real_1: 0.12854033708572388 (0.14836391806602478) | > loss_disc_real_2: 0.36157622933387756 (0.25015782564878464) | > loss_disc_real_3: 0.27983227372169495 (0.263776246458292) | > loss_disc_real_4: 0.2766695022583008 (0.25653892010450363) | > loss_disc_real_5: 0.17284537851810455 (0.20157082565128803) | > loss_0: 2.1706814765930176 (2.22379994392395) | > loss_gen: 2.9261229038238525 (2.530416429042816) | > loss_kl: 1.6542329788208008 (1.9952741861343384) | > loss_feat: 8.23265552520752 (6.828864574432373) | > loss_mel: 20.65289878845215 (20.57322359085083) | > loss_duration: 2.243159770965576 (2.283303201198578) | > loss_1: 35.70907211303711 (34.21108293533325)  --> STEP: 5 | > loss_disc: 2.374126434326172 (2.2538652420043945) | > loss_disc_real_0: 0.05362885072827339 (0.08790774494409562) | > loss_disc_real_1: 0.16873908042907715 (0.15243895053863527) | > loss_disc_real_2: 0.23436936736106873 (0.24700013399124146) | > loss_disc_real_3: 0.282012939453125 (0.2674235850572586) | > loss_disc_real_4: 0.22661061584949493 (0.2505532592535019) | > loss_disc_real_5: 0.1933307647705078 (0.199922813475132) | > loss_0: 2.374126434326172 (2.2538652420043945) | > loss_gen: 2.2141287326812744 (2.467158889770508) | > loss_kl: 2.179521083831787 (2.032123565673828) | > loss_feat: 5.239383220672607 (6.51096830368042) | > loss_mel: 20.85332679748535 (20.629244232177733) | > loss_duration: 2.3696413040161133 (2.300570821762085) | > loss_1: 32.85600280761719 (33.94006690979004)  --> STEP: 6 | > loss_disc: 2.0274834632873535 (2.216134945551554) | > loss_disc_real_0: 0.12109729647636414 (0.09343933686614037) | > loss_disc_real_1: 0.1462387591600418 (0.1514055853088697) | > loss_disc_real_2: 0.21910761296749115 (0.24235138048728308) | > loss_disc_real_3: 0.3412155508995056 (0.27972224603096646) | > loss_disc_real_4: 0.262859582901001 (0.25260431319475174) | > loss_disc_real_5: 0.18800880014896393 (0.1979371445874373) | > loss_0: 2.0274834632873535 (2.216134945551554) | > loss_gen: 3.0882773399353027 (2.57067863146464) | > loss_kl: 1.5464186668395996 (1.9511727492014568) | > loss_feat: 7.463826656341553 (6.669778029123942) | > loss_mel: 21.451427459716797 (20.76627477010091) | > loss_duration: 2.1289546489715576 (2.271968126296997) | > loss_1: 35.67890548706055 (34.22987333933512)  --> STEP: 7 | > loss_disc: 2.404036045074463 (2.242977959769113) | > loss_disc_real_0: 0.06822257488965988 (0.08983694229807172) | > loss_disc_real_1: 0.2152327299118042 (0.16052374882357462) | > loss_disc_real_2: 0.267514169216156 (0.24594606459140778) | > loss_disc_real_3: 0.2647576332092285 (0.27758444419928957) | > loss_disc_real_4: 0.28557300567626953 (0.2573141264063971) | > loss_disc_real_5: 0.2608005404472351 (0.20691762971026556) | > loss_0: 2.404036045074463 (2.242977959769113) | > loss_gen: 2.4744811058044434 (2.556936127798898) | > loss_kl: 1.9226408004760742 (1.9470967565264021) | > loss_feat: 6.057276248931885 (6.582277774810791) | > loss_mel: 20.056493759155273 (20.664877482822963) | > loss_duration: 2.3674402236938477 (2.28560699735369) | > loss_1: 32.878334045410156 (34.036796297345845)  --> STEP: 8 | > loss_disc: 2.3678457736968994 (2.258586436510086) | > loss_disc_real_0: 0.09795106202363968 (0.09085120726376772) | > loss_disc_real_1: 0.1529184728860855 (0.15957308933138847) | > loss_disc_real_2: 0.22047817707061768 (0.242762578651309) | > loss_disc_real_3: 0.19577981531620026 (0.2673588655889034) | > loss_disc_real_4: 0.13970381021499634 (0.242612836882472) | > loss_disc_real_5: 0.10231786221265793 (0.1938426587730646) | > loss_0: 2.3678457736968994 (2.258586436510086) | > loss_gen: 2.098921537399292 (2.499684303998947) | > loss_kl: 1.9744081497192383 (1.9505106806755066) | > loss_feat: 8.979825019836426 (6.881971180438995) | > loss_mel: 22.303571701049805 (20.86971426010132) | > loss_duration: 2.209479570388794 (2.276091068983078) | > loss_1: 37.56620788574219 (34.477972745895386)  --> STEP: 9 | > loss_disc: 2.0930001735687256 (2.240187962849935) | > loss_disc_real_0: 0.15260256826877594 (0.09771246959765752) | > loss_disc_real_1: 0.135751873254776 (0.1569262875450982) | > loss_disc_real_2: 0.2660919427871704 (0.24535473022196028) | > loss_disc_real_3: 0.29708972573280334 (0.2706622944937812) | > loss_disc_real_4: 0.19962066411972046 (0.23783592879772186) | > loss_disc_real_5: 0.15058349072933197 (0.1890360845459832) | > loss_0: 2.0930001735687256 (2.240187962849935) | > loss_gen: 2.9981954097747803 (2.5550744268629284) | > loss_kl: 1.9008104801177979 (1.9449884361690946) | > loss_feat: 10.107278823852539 (7.240338696373834) | > loss_mel: 22.4594669342041 (21.04635344611274) | > loss_duration: 2.0664279460906982 (2.2527951664394803) | > loss_1: 39.53218078613281 (35.039551417032875)  --> STEP: 10 | > loss_disc: 1.9885669946670532 (2.2150258660316466) | > loss_disc_real_0: 0.11283259093761444 (0.09922448173165321) | > loss_disc_real_1: 0.1625695377588272 (0.1574906125664711) | > loss_disc_real_2: 0.2438621073961258 (0.24520546793937684) | > loss_disc_real_3: 0.22320008277893066 (0.26591607332229616) | > loss_disc_real_4: 0.17063413560390472 (0.23111574947834015) | > loss_disc_real_5: 0.11113834381103516 (0.1812463104724884) | > loss_0: 1.9885669946670532 (2.2150258660316466) | > loss_gen: 2.58489990234375 (2.5580569744110107) | > loss_kl: 1.8466500043869019 (1.9351545929908753) | > loss_feat: 6.709153652191162 (7.187220191955566) | > loss_mel: 19.557302474975586 (20.897448348999024) | > loss_duration: 2.221816062927246 (2.2496972560882567) | > loss_1: 32.919822692871094 (34.8275785446167)  --> STEP: 11 | > loss_disc: 2.210681676864624 (2.2146309397437354) | > loss_disc_real_0: 0.07084164023399353 (0.09664422341368416) | > loss_disc_real_1: 0.17284083366394043 (0.1588860872116956) | > loss_disc_real_2: 0.22713792324066162 (0.24356296387585727) | > loss_disc_real_3: 0.28695032000541687 (0.2678282775662162) | > loss_disc_real_4: 0.2413894236087799 (0.23204971985383469) | > loss_disc_real_5: 0.18030114471912384 (0.18116038631309161) | > loss_0: 2.210681676864624 (2.2146309397437354) | > loss_gen: 2.409960985183716 (2.5445937026630747) | > loss_kl: 2.2652957439422607 (1.9651674248955466) | > loss_feat: 6.377503871917725 (7.113609617406672) | > loss_mel: 20.067747116088867 (20.822020964189008) | > loss_duration: 2.396317958831787 (2.263026410883123) | > loss_1: 33.51682662963867 (34.708419279618695)  --> STEP: 12 | > loss_disc: 2.200707197189331 (2.2134706278642016) | > loss_disc_real_0: 0.08504167199134827 (0.0956773441284895) | > loss_disc_real_1: 0.11679093539714813 (0.15537815789381662) | > loss_disc_real_2: 0.3294524848461151 (0.25072042395671207) | > loss_disc_real_3: 0.24538278579711914 (0.26595781991879147) | > loss_disc_real_4: 0.19810330867767334 (0.22922085225582123) | > loss_disc_real_5: 0.14132417738437653 (0.1778407022356987) | > loss_0: 2.200707197189331 (2.2134706278642016) | > loss_gen: 2.4213128089904785 (2.534320294857025) | > loss_kl: 1.7966220378875732 (1.9511219759782155) | > loss_feat: 6.844072341918945 (7.091148177782695) | > loss_mel: 21.738943099975586 (20.898431142171223) | > loss_duration: 2.1992459297180176 (2.2577113707860312) | > loss_1: 35.00019836425781 (34.73273420333862)  --> STEP: 13 | > loss_disc: 2.1890714168548584 (2.2115937654788675) | > loss_disc_real_0: 0.09123243391513824 (0.0953354279582317) | > loss_disc_real_1: 0.20941394567489624 (0.15953475695389968) | > loss_disc_real_2: 0.258312851190567 (0.2513044568208548) | > loss_disc_real_3: 0.2356989085674286 (0.263630211353302) | > loss_disc_real_4: 0.17033803462982178 (0.22469140474612898) | > loss_disc_real_5: 0.17435626685619354 (0.17757266874496752) | > loss_0: 2.1890714168548584 (2.2115937654788675) | > loss_gen: 2.3935866355895996 (2.523494628759531) | > loss_kl: 1.7120420932769775 (1.932731215770428) | > loss_feat: 7.115970611572266 (7.093057595766508) | > loss_mel: 19.984891891479492 (20.828158892118015) | > loss_duration: 2.094489574432373 (2.245155847989596) | > loss_1: 33.30097961425781 (34.62259923494779)  --> STEP: 14 | > loss_disc: 2.1378884315490723 (2.2063290987695963) | > loss_disc_real_0: 0.08603496849536896 (0.09467110942517008) | > loss_disc_real_1: 0.13320045173168182 (0.15765373515231268) | > loss_disc_real_2: 0.25391247868537903 (0.2514907440968922) | > loss_disc_real_3: 0.24543675780296326 (0.26233067895684925) | > loss_disc_real_4: 0.2527540326118469 (0.2266958781651088) | > loss_disc_real_5: 0.22699753940105438 (0.18110301664897374) | > loss_0: 2.1378884315490723 (2.2063290987695963) | > loss_gen: 2.728616714477539 (2.538146206310817) | > loss_kl: 1.8103890419006348 (1.9239924890654427) | > loss_feat: 7.599908828735352 (7.129261255264282) | > loss_mel: 21.773696899414062 (20.895697321210587) | > loss_duration: 2.3301515579223633 (2.2512269701276506) | > loss_1: 36.24276351928711 (34.73832525525774)  --> STEP: 15 | > loss_disc: 2.4539761543273926 (2.222838902473449) | > loss_disc_real_0: 0.28254270553588867 (0.10719588249921799) | > loss_disc_real_1: 0.1405002772808075 (0.15651017129421235) | > loss_disc_real_2: 0.2388288676738739 (0.25064661900202434) | > loss_disc_real_3: 0.2818509340286255 (0.26363202929496765) | > loss_disc_real_4: 0.261789470911026 (0.22903545101483663) | > loss_disc_real_5: 0.24592188000679016 (0.1854242742061615) | > loss_0: 2.4539761543273926 (2.222838902473449) | > loss_gen: 2.6398050785064697 (2.544923464457194) | > loss_kl: 1.9562675952911377 (1.9261441628138225) | > loss_feat: 8.665355682373047 (7.231667550404866) | > loss_mel: 20.747400283813477 (20.88581085205078) | > loss_duration: 2.264615535736084 (2.252119541168213) | > loss_1: 36.273441314697266 (34.84066632588704)  --> STEP: 16 | > loss_disc: 1.9825201034545898 (2.2078189775347705) | > loss_disc_real_0: 0.0802043080329895 (0.1055089090950787) | > loss_disc_real_1: 0.129579097032547 (0.15482697915285826) | > loss_disc_real_2: 0.2323194146156311 (0.24950116872787476) | > loss_disc_real_3: 0.2110823392868042 (0.26034767366945744) | > loss_disc_real_4: 0.18036073446273804 (0.22599328123033047) | > loss_disc_real_5: 0.10803331434726715 (0.1805873392149806) | > loss_0: 1.9825201034545898 (2.2078189775347705) | > loss_gen: 2.596409559249878 (2.5481413453817368) | > loss_kl: 1.5212929248809814 (1.9008409604430199) | > loss_feat: 9.641434669494629 (7.382277995347977) | > loss_mel: 20.01619529724121 (20.831459879875183) | > loss_duration: 2.331904649734497 (2.2571061104536057) | > loss_1: 36.10723876953125 (34.91982710361481)  --> STEP: 17 | > loss_disc: 2.5578901767730713 (2.2284114010193763) | > loss_disc_real_0: 0.09998218715190887 (0.10518380780430402) | > loss_disc_real_1: 0.19339333474636078 (0.15709558830541723) | > loss_disc_real_2: 0.2563873827457428 (0.24990624014069052) | > loss_disc_real_3: 0.3147175908088684 (0.2635459040894228) | > loss_disc_real_4: 0.2877109944820404 (0.2296237349510193) | > loss_disc_real_5: 0.22703273594379425 (0.18331942137549906) | > loss_0: 2.5578901767730713 (2.2284114010193763) | > loss_gen: 2.224891185760498 (2.529126630109899) | > loss_kl: 2.073176145553589 (1.9109783242730534) | > loss_feat: 5.24879789352417 (7.256779165828929) | > loss_mel: 19.938901901245117 (20.778956469367532) | > loss_duration: 2.374894142150879 (2.264034818200504) | > loss_1: 31.860660552978516 (34.73987613004797)  --> STEP: 18 | > loss_disc: 1.6825447082519531 (2.1980854736434083) | > loss_disc_real_0: 0.03624911978840828 (0.10135410291453202) | > loss_disc_real_1: 0.11365027725696564 (0.1546819599138366) | > loss_disc_real_2: 0.1833105832338333 (0.2462064814236429) | > loss_disc_real_3: 0.20629309117794037 (0.2603651922610071) | > loss_disc_real_4: 0.09552711993455887 (0.22217392300566038) | > loss_disc_real_5: 0.06558872014284134 (0.17677882686257362) | > loss_0: 1.6825447082519531 (2.1980854736434083) | > loss_gen: 2.66386079788208 (2.536611861652798) | > loss_kl: 1.7490894794464111 (1.901984499560462) | > loss_feat: 10.057721138000488 (7.412387053171794) | > loss_mel: 23.227699279785156 (20.914997736612957) | > loss_duration: 2.218916416168213 (2.261528240309821) | > loss_1: 39.91728591918945 (35.027510007222496)  --> STEP: 19 | > loss_disc: 2.2994444370269775 (2.203420155926754) | > loss_disc_real_0: 0.055725179612636566 (0.0989525806354849) | > loss_disc_real_1: 0.18751661479473114 (0.15641009964441) | > loss_disc_real_2: 0.2948586344718933 (0.24876712105776133) | > loss_disc_real_3: 0.25943222641944885 (0.2603160887956619) | > loss_disc_real_4: 0.20016923546791077 (0.22101578155630514) | > loss_disc_real_5: 0.19357451796531677 (0.17766281060482325) | > loss_0: 2.2994444370269775 (2.203420155926754) | > loss_gen: 2.695366859436035 (2.5449673878519157) | > loss_kl: 1.2360095977783203 (1.8669331889403493) | > loss_feat: 7.317070484161377 (7.407370391644929) | > loss_mel: 19.19548988342285 (20.82449732328716) | > loss_duration: 2.325981616973877 (2.26492052329214) | > loss_1: 32.76991653442383 (34.908689298127825)  --> STEP: 20 | > loss_disc: 2.1608517169952393 (2.2012917339801783) | > loss_disc_real_0: 0.058321788907051086 (0.09692104104906321) | > loss_disc_real_1: 0.1229180246591568 (0.15473549589514732) | > loss_disc_real_2: 0.1915498524904251 (0.24590625762939453) | > loss_disc_real_3: 0.2614080607891083 (0.26037068739533425) | > loss_disc_real_4: 0.2962367832660675 (0.22477683164179324) | > loss_disc_real_5: 0.2764572203159332 (0.18260253109037877) | > loss_0: 2.1608517169952393 (2.2012917339801783) | > loss_gen: 2.6353509426116943 (2.5494865655899046) | > loss_kl: 1.974284052848816 (1.8723007321357727) | > loss_feat: 6.192372798919678 (7.346620512008667) | > loss_mel: 21.975509643554688 (20.882047939300538) | > loss_duration: 2.3225741386413574 (2.267803204059601) | > loss_1: 35.10009002685547 (34.91825933456421)  --> STEP: 21 | > loss_disc: 2.761838674545288 (2.2279844454356597) | > loss_disc_real_0: 0.1007893979549408 (0.09710524852077167) | > loss_disc_real_1: 0.20395076274871826 (0.15707908003103166) | > loss_disc_real_2: 0.2881033420562744 (0.2479156426021031) | > loss_disc_real_3: 0.3113638758659363 (0.2627989344653629) | > loss_disc_real_4: 0.35041651129722595 (0.2307596735301472) | > loss_disc_real_5: 0.3237859010696411 (0.18932554870843887) | > loss_0: 2.761838674545288 (2.2279844454356597) | > loss_gen: 2.2340734004974365 (2.534466891061692) | > loss_kl: 1.4017282724380493 (1.8498925197692144) | > loss_feat: 4.6830735206604 (7.219784940992083) | > loss_mel: 19.550661087036133 (20.818648565383185) | > loss_duration: 2.154764175415039 (2.2624203931717646) | > loss_1: 30.024301528930664 (34.68521372477213)  --> STEP: 22 | > loss_disc: 1.9147138595581055 (2.2137448733503162) | > loss_disc_real_0: 0.07349768280982971 (0.09603217735209248) | > loss_disc_real_1: 0.1768425852060318 (0.15797742117534985) | > loss_disc_real_2: 0.21403978765010834 (0.24637583101337607) | > loss_disc_real_3: 0.1985422968864441 (0.25987817821177567) | > loss_disc_real_4: 0.1473425179719925 (0.22696798464114015) | > loss_disc_real_5: 0.12239847332239151 (0.186283408918164) | > loss_0: 1.9147138595581055 (2.2137448733503162) | > loss_gen: 2.694899559020996 (2.5417592850598423) | > loss_kl: 1.3236948251724243 (1.8259744427420876) | > loss_feat: 9.882073402404785 (7.3407980528744785) | > loss_mel: 20.44809913635254 (20.801805409518156) | > loss_duration: 2.163238763809204 (2.257912137291648) | > loss_1: 36.51200485229492 (34.76824968511408)  --> STEP: 23 | > loss_disc: 2.3195929527282715 (2.2183469637580533) | > loss_disc_real_0: 0.08908960223197937 (0.09573032625991365) | > loss_disc_real_1: 0.2045823186635971 (0.1600037210661432) | > loss_disc_real_2: 0.23071643710136414 (0.24569498779981033) | > loss_disc_real_3: 0.2542770802974701 (0.25963465221550147) | > loss_disc_real_4: 0.27303528785705566 (0.2289709108679191) | > loss_disc_real_5: 0.2363322228193283 (0.18845944430517114) | > loss_0: 2.3195929527282715 (2.2183469637580533) | > loss_gen: 2.402724027633667 (2.5357142738674) | > loss_kl: 2.14021635055542 (1.8396371343861455) | > loss_feat: 5.701964855194092 (7.269544435584026) | > loss_mel: 19.425199508666992 (20.741952979046367) | > loss_duration: 2.3068912029266357 (2.260041661884473) | > loss_1: 31.976993560791016 (34.64689072318699)  --> STEP: 24 | > loss_disc: 2.3587486743927 (2.224197035034497) | > loss_disc_real_0: 0.06936712563037872 (0.09463185956701636) | > loss_disc_real_1: 0.19011662900447845 (0.1612584255635738) | > loss_disc_real_2: 0.2619127035140991 (0.24637072595457235) | > loss_disc_real_3: 0.34827136993408203 (0.26332784878710896) | > loss_disc_real_4: 0.2655566334724426 (0.2304953159764409) | > loss_disc_real_5: 0.29421326518058777 (0.1928658535083135) | > loss_0: 2.3587486743927 (2.224197035034497) | > loss_gen: 2.5875818729400635 (2.5378754238287606) | > loss_kl: 2.1942636966705322 (1.854413241147995) | > loss_feat: 6.472593307495117 (7.236338138580322) | > loss_mel: 21.002071380615234 (20.752791245778404) | > loss_duration: 2.448422908782959 (2.2678908805052433) | > loss_1: 34.704933166503906 (34.649309158325195)  --> STEP: 25 | > loss_disc: 2.2359020709991455 (2.224665236473083) | > loss_disc_real_0: 0.05647439509630203 (0.09310556098818779) | > loss_disc_real_1: 0.12769095599651337 (0.1599157267808914) | > loss_disc_real_2: 0.17609387636184692 (0.24355965197086335) | > loss_disc_real_3: 0.26454058289527893 (0.2633763581514358) | > loss_disc_real_4: 0.23356324434280396 (0.23061803311109544) | > loss_disc_real_5: 0.24055622518062592 (0.19477346837520598) | > loss_0: 2.2359020709991455 (2.224665236473083) | > loss_gen: 2.3091602325439453 (2.528726816177368) | > loss_kl: 2.152008533477783 (1.8663170528411865) | > loss_feat: 6.740898609161377 (7.216520557403564) | > loss_mel: 18.24643898010254 (20.652537155151368) | > loss_duration: 2.369727373123169 (2.2719643402099603) | > loss_1: 31.818235397338867 (34.53606620788574)  --> STEP: 26 | > loss_disc: 2.139037847518921 (2.2213718753594613) | > loss_disc_real_0: 0.12021425366401672 (0.09414820301418121) | > loss_disc_real_1: 0.1882445514202118 (0.16100529695932678) | > loss_disc_real_2: 0.15354830026626587 (0.2400976769053019) | > loss_disc_real_3: 0.23642626404762268 (0.26233981607051987) | > loss_disc_real_4: 0.2391359657049179 (0.23094564590316552) | > loss_disc_real_5: 0.10699473321437836 (0.19139736317671263) | > loss_0: 2.139037847518921 (2.2213718753594613) | > loss_gen: 2.5162084102630615 (2.528245339026818) | > loss_kl: 1.8230481147766113 (1.864652862915626) | > loss_feat: 10.921113967895508 (7.359004919345562) | > loss_mel: 22.813947677612305 (20.73566832909217) | > loss_duration: 2.3012847900390625 (2.273092049818772) | > loss_1: 40.37560272216797 (34.760663766127365) --> EVAL PERFORMANCE | > avg_loader_time: 0.002404047892643855 (-5.976053384634285e-05) | > avg_loss_disc: 2.2213718753594613 (+0.13636226378954364) | > avg_loss_disc_real_0: 0.09414820301418121 (-0.011571993191654861) | > avg_loss_disc_real_1: 0.16100529695932678 (-0.06561960480534118) | > avg_loss_disc_real_2: 0.2400976769053019 (+0.05164175337323776) | > avg_loss_disc_real_3: 0.26233981607051987 (+0.0369502351834223) | > avg_loss_disc_real_4: 0.23094564590316552 (+0.016663010876912326) | > avg_loss_disc_real_5: 0.19139736317671263 (-0.03297276135820609) | > avg_loss_0: 2.2213718753594613 (+0.13636226378954364) | > avg_loss_gen: 2.528245339026818 (-0.4360333956204929) | > avg_loss_kl: 1.864652862915626 (+0.04738660959097074) | > avg_loss_feat: 7.359004919345562 (-0.6833870319219741) | > avg_loss_mel: 20.73566832909217 (-0.03770267046415654) | > avg_loss_duration: 2.273092049818772 (-0.004642559931828938) | > avg_loss_1: 34.760663766127365 (-1.114378709059494)  > EPOCH: 59/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:32:30)   --> TIME: 2024-06-10 17:32:32 -- STEP: 4/330 -- GLOBAL_STEP: 107475 | > loss_disc: 2.4877376556396484 (2.3547609448432922) | > loss_disc_real_0: 0.09361802041530609 (0.13133583776652813) | > loss_disc_real_1: 0.22405675053596497 (0.20758667215704918) | > loss_disc_real_2: 0.20684677362442017 (0.21351341903209686) | > loss_disc_real_3: 0.21467575430870056 (0.23042190447449684) | > loss_disc_real_4: 0.2268761545419693 (0.24450663849711418) | > loss_disc_real_5: 0.23532208800315857 (0.21673890575766563) | > loss_0: 2.4877376556396484 (2.3547609448432922) | > grad_norm_0: tensor(13.0599, device='cuda:0') (tensor(14.9742, device='cuda:0')) | > loss_gen: 2.0884172916412354 (2.4084166288375854) | > loss_kl: 1.4590226411819458 (1.63438019156456) | > loss_feat: 5.690011978149414 (6.047529578208923) | > loss_mel: 19.43284034729004 (20.179484367370605) | > loss_duration: 2.4174575805664062 (2.3934776186943054) | > loss_1: 31.087749481201172 (32.66328811645508) | > grad_norm_1: tensor(63.9716, device='cuda:0') (tensor(129.2558, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3226 (0.3270573616027832) | > loader_time: 0.0026 (0.002736508846282959)  --> TIME: 2024-06-10 17:32:41 -- STEP: 29/330 -- GLOBAL_STEP: 107500 | > loss_disc: 2.324603796005249 (2.3027507436686543) | > loss_disc_real_0: 0.10474388301372528 (0.12195909768342972) | > loss_disc_real_1: 0.21457968652248383 (0.19904146780227794) | > loss_disc_real_2: 0.19282975792884827 (0.21593515934615298) | > loss_disc_real_3: 0.20156317949295044 (0.22525001805404138) | > loss_disc_real_4: 0.21369953453540802 (0.21955905186718908) | > loss_disc_real_5: 0.19479918479919434 (0.2236499822345273) | > loss_0: 2.324603796005249 (2.3027507436686543) | > grad_norm_0: tensor(4.7417, device='cuda:0') (tensor(10.5152, device='cuda:0')) | > loss_gen: 2.377145767211914 (2.5401211195978624) | > loss_kl: 1.6090220212936401 (1.609532672783424) | > loss_feat: 7.060791015625 (6.746687461589945) | > loss_mel: 21.126708984375 (20.50835865941541) | > loss_duration: 2.1423826217651367 (2.1865876460897513) | > loss_1: 34.3160514831543 (33.5912876786857) | > grad_norm_1: tensor(92.6805, device='cuda:0') (tensor(108.3155, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3347 (0.334128552469714) | > loader_time: 0.003 (0.003010486734324488) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_107500.pth  --> TIME: 2024-06-10 17:32:54 -- STEP: 54/330 -- GLOBAL_STEP: 107525 | > loss_disc: 2.273301362991333 (2.2673990020045527) | > loss_disc_real_0: 0.110358826816082 (0.118205853841371) | > loss_disc_real_1: 0.19748340547084808 (0.2013992209125448) | > loss_disc_real_2: 0.1785053014755249 (0.21316231456067827) | > loss_disc_real_3: 0.2586902976036072 (0.2243264781104194) | > loss_disc_real_4: 0.22949892282485962 (0.21593140258833213) | > loss_disc_real_5: 0.2372506856918335 (0.2163686630902467) | > loss_0: 2.273301362991333 (2.2673990020045527) | > grad_norm_0: tensor(6.9461, device='cuda:0') (tensor(11.7798, device='cuda:0')) | > loss_gen: 2.628702163696289 (2.586257541621173) | > loss_kl: 1.6388417482376099 (1.5982039018913552) | > loss_feat: 6.964400291442871 (6.962686035368177) | > loss_mel: 20.657304763793945 (20.453429893211077) | > loss_duration: 2.0930261611938477 (2.1436855064498053) | > loss_1: 33.982276916503906 (33.74426304852521) | > grad_norm_1: tensor(65.5304, device='cuda:0') (tensor(139.5837, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3335 (0.34048941841831915) | > loader_time: 0.0034 (0.0031987472816749855)  --> TIME: 2024-06-10 17:33:03 -- STEP: 79/330 -- GLOBAL_STEP: 107550 | > loss_disc: 2.1787874698638916 (2.2694182848628563) | > loss_disc_real_0: 0.11257007718086243 (0.11710998826200449) | > loss_disc_real_1: 0.18297125399112701 (0.2028249322990828) | > loss_disc_real_2: 0.21347981691360474 (0.21397780202612093) | > loss_disc_real_3: 0.22604745626449585 (0.22261442904230916) | > loss_disc_real_4: 0.19642949104309082 (0.2140596197753013) | > loss_disc_real_5: 0.21977558732032776 (0.21627279795423338) | > loss_0: 2.1787874698638916 (2.2694182848628563) | > grad_norm_0: tensor(5.4698, device='cuda:0') (tensor(12.6123, device='cuda:0')) | > loss_gen: 2.753035545349121 (2.582507764236836) | > loss_kl: 1.5238302946090698 (1.5962407468240472) | > loss_feat: 7.55264139175415 (7.0360680592210985) | > loss_mel: 21.79659652709961 (20.48518687863893) | > loss_duration: 2.0440266132354736 (2.123232808294175) | > loss_1: 35.670127868652344 (33.823236393023144) | > grad_norm_1: tensor(161.2710, device='cuda:0') (tensor(147.4537, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3483 (0.34356667723836776) | > loader_time: 0.0034 (0.003297980827621267)  --> TIME: 2024-06-10 17:33:12 -- STEP: 104/330 -- GLOBAL_STEP: 107575 | > loss_disc: 2.17457914352417 (2.259874096283546) | > loss_disc_real_0: 0.10216547548770905 (0.11717685989032571) | > loss_disc_real_1: 0.22633814811706543 (0.202658107647529) | > loss_disc_real_2: 0.20512954890727997 (0.21306416077109483) | > loss_disc_real_3: 0.20406241714954376 (0.2219970689083521) | > loss_disc_real_4: 0.19964207708835602 (0.21383220974642497) | > loss_disc_real_5: 0.18447336554527283 (0.21365416494126505) | > loss_0: 2.17457914352417 (2.259874096283546) | > grad_norm_0: tensor(13.4588, device='cuda:0') (tensor(12.7639, device='cuda:0')) | > loss_gen: 2.7720837593078613 (2.5936520947859836) | > loss_kl: 1.779618501663208 (1.5898034148491347) | > loss_feat: 8.027379035949707 (7.09347127034114) | > loss_mel: 21.022287368774414 (20.521239757537842) | > loss_duration: 2.1404523849487305 (2.117306974071723) | > loss_1: 35.7418212890625 (33.91547353451068) | > grad_norm_1: tensor(407.9436, device='cuda:0') (tensor(168.2441, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3425 (0.3452734465782458) | > loader_time: 0.0036 (0.0033919398601238546)  --> TIME: 2024-06-10 17:33:21 -- STEP: 129/330 -- GLOBAL_STEP: 107600 | > loss_disc: 2.2543811798095703 (2.263376585272855) | > loss_disc_real_0: 0.09765885770320892 (0.11719297822709232) | > loss_disc_real_1: 0.17295216023921967 (0.20252686138300932) | > loss_disc_real_2: 0.24649210274219513 (0.2138973375161489) | > loss_disc_real_3: 0.2299891859292984 (0.22198243947454202) | > loss_disc_real_4: 0.23438216745853424 (0.21361320032629855) | > loss_disc_real_5: 0.24803993105888367 (0.2129168862751288) | > loss_0: 2.2543811798095703 (2.263376585272855) | > grad_norm_0: tensor(8.2242, device='cuda:0') (tensor(12.7998, device='cuda:0')) | > loss_gen: 2.764320135116577 (2.5857965613520424) | > loss_kl: 1.551439881324768 (1.5865960139636845) | > loss_feat: 6.8755083084106445 (7.079509820124899) | > loss_mel: 21.18307113647461 (20.520091212073037) | > loss_duration: 2.0735998153686523 (2.1144688064737847) | > loss_1: 34.447940826416016 (33.88646245557207) | > grad_norm_1: tensor(104.7426, device='cuda:0') (tensor(172.3638, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3723 (0.34961546483890027) | > loader_time: 0.004 (0.003529567127079927)  --> TIME: 2024-06-10 17:33:31 -- STEP: 154/330 -- GLOBAL_STEP: 107625 | > loss_disc: 2.26263427734375 (2.2573923073805773) | > loss_disc_real_0: 0.13227495551109314 (0.11786240922262917) | > loss_disc_real_1: 0.21923956274986267 (0.20264837542524577) | > loss_disc_real_2: 0.24142877757549286 (0.21401289521486733) | > loss_disc_real_3: 0.2034040242433548 (0.22074544458807288) | > loss_disc_real_4: 0.19792412221431732 (0.2124756361757006) | > loss_disc_real_5: 0.1937093883752823 (0.21228520301255313) | > loss_0: 2.26263427734375 (2.2573923073805773) | > grad_norm_0: tensor(9.3057, device='cuda:0') (tensor(12.6392, device='cuda:0')) | > loss_gen: 2.493190050125122 (2.5879660751912503) | > loss_kl: 1.4703497886657715 (1.5814038174492973) | > loss_feat: 6.878511905670166 (7.086688948916151) | > loss_mel: 19.625947952270508 (20.52538840801685) | > loss_duration: 2.107044219970703 (2.1135858490869603) | > loss_1: 32.575042724609375 (33.89503317993954) | > grad_norm_1: tensor(95.7426, device='cuda:0') (tensor(167.3059, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.372 (0.3533685439592832) | > loader_time: 0.0039 (0.0036657351952094535)  --> TIME: 2024-06-10 17:33:40 -- STEP: 179/330 -- GLOBAL_STEP: 107650 | > loss_disc: 2.117339611053467 (2.2582852773826203) | > loss_disc_real_0: 0.10030670464038849 (0.11867046512288754) | > loss_disc_real_1: 0.21082590520381927 (0.20278893011575297) | > loss_disc_real_2: 0.19954435527324677 (0.21422819676678945) | > loss_disc_real_3: 0.21220088005065918 (0.22075439431813842) | > loss_disc_real_4: 0.19251154363155365 (0.21191498895264205) | > loss_disc_real_5: 0.21619358658790588 (0.21160588084652437) | > loss_0: 2.117339611053467 (2.2582852773826203) | > grad_norm_0: tensor(7.9452, device='cuda:0') (tensor(14.0862, device='cuda:0')) | > loss_gen: 3.126790761947632 (2.6015366602210377) | > loss_kl: 1.4792273044586182 (1.5760411763324418) | > loss_feat: 8.592609405517578 (7.134502653303093) | > loss_mel: 20.824495315551758 (20.53921280759672) | > loss_duration: 2.135136842727661 (2.1169764615969955) | > loss_1: 36.15825653076172 (33.968269816989995) | > grad_norm_1: tensor(109.0487, device='cuda:0') (tensor(174.2830, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.4026 (0.3575492850895034) | > loader_time: 0.0042 (0.0038069999417779166)  --> TIME: 2024-06-10 17:33:50 -- STEP: 204/330 -- GLOBAL_STEP: 107675 | > loss_disc: 2.0596060752868652 (2.2495003441969543) | > loss_disc_real_0: 0.0717918649315834 (0.11581755471507124) | > loss_disc_real_1: 0.20680199563503265 (0.20281494401541403) | > loss_disc_real_2: 0.2239353358745575 (0.2137409003780169) | > loss_disc_real_3: 0.20881032943725586 (0.2205407119849149) | > loss_disc_real_4: 0.1929413229227066 (0.21149014214090273) | > loss_disc_real_5: 0.2479666918516159 (0.21183540014659658) | > loss_0: 2.0596060752868652 (2.2495003441969543) | > grad_norm_0: tensor(7.9163, device='cuda:0') (tensor(15.1949, device='cuda:0')) | > loss_gen: 3.2715487480163574 (2.6316563942853155) | > loss_kl: 1.58804190158844 (1.573837679975173) | > loss_feat: 9.091416358947754 (7.219424107495477) | > loss_mel: 20.631479263305664 (20.53630039738674) | > loss_duration: 2.0962514877319336 (2.122150231225817) | > loss_1: 36.67873764038086 (34.08336886237648) | > grad_norm_1: tensor(228.1336, device='cuda:0') (tensor(180.3174, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3913 (0.359827298744052) | > loader_time: 0.0048 (0.003943896761127547)  --> TIME: 2024-06-10 17:34:00 -- STEP: 229/330 -- GLOBAL_STEP: 107700 | > loss_disc: 2.2415709495544434 (2.2498670623812593) | > loss_disc_real_0: 0.22439494729042053 (0.11383908484375112) | > loss_disc_real_1: 0.21555112302303314 (0.20347397732162054) | > loss_disc_real_2: 0.17920520901679993 (0.21401454762079833) | > loss_disc_real_3: 0.25286999344825745 (0.22058891592848248) | > loss_disc_real_4: 0.24370139837265015 (0.2128385824017129) | > loss_disc_real_5: 0.20477253198623657 (0.21111978610009605) | > loss_0: 2.2415709495544434 (2.2498670623812593) | > grad_norm_0: tensor(75.8834, device='cuda:0') (tensor(16.5249, device='cuda:0')) | > loss_gen: 2.9764561653137207 (2.6445264285308316) | > loss_kl: 1.7835067510604858 (1.5742960064692268) | > loss_feat: 7.769647598266602 (7.253752733422159) | > loss_mel: 20.770450592041016 (20.50309494385032) | > loss_duration: 2.2136147022247314 (2.1283007547844943) | > loss_1: 35.513675689697266 (34.10397092327803) | > grad_norm_1: tensor(523.5698, device='cuda:0') (tensor(189.1955, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.3875 (0.36414375992321024) | > loader_time: 0.0068 (0.00407627576303274)  --> TIME: 2024-06-10 17:34:11 -- STEP: 254/330 -- GLOBAL_STEP: 107725 | > loss_disc: 2.1757924556732178 (2.248174167993499) | > loss_disc_real_0: 0.06659740209579468 (0.11492632231198427) | > loss_disc_real_1: 0.1900808960199356 (0.2031381152511581) | > loss_disc_real_2: 0.2214728742837906 (0.2139220719966363) | > loss_disc_real_3: 0.21154408156871796 (0.22019736099196233) | > loss_disc_real_4: 0.18519839644432068 (0.21209482895577048) | > loss_disc_real_5: 0.18055716156959534 (0.2107017452674588) | > loss_0: 2.1757924556732178 (2.248174167993499) | > grad_norm_0: tensor(32.6178, device='cuda:0') (tensor(18.6899, device='cuda:0')) | > loss_gen: 2.6704163551330566 (2.644772115654834) | > loss_kl: 1.6056102514266968 (1.5708375817208777) | > loss_feat: 8.217833518981934 (7.258475709149218) | > loss_mel: 21.114727020263672 (20.476979548536885) | > loss_duration: 2.1357641220092773 (2.1332781385249024) | > loss_1: 35.744354248046875 (34.084343166801894) | > grad_norm_1: tensor(361.3646, device='cuda:0') (tensor(202.6823, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.4184 (0.3681614539754672) | > loader_time: 0.0055 (0.004221848615511197)  --> TIME: 2024-06-10 17:34:22 -- STEP: 279/330 -- GLOBAL_STEP: 107750 | > loss_disc: 2.239881992340088 (2.245604797930699) | > loss_disc_real_0: 0.10958201438188553 (0.11495935215905148) | > loss_disc_real_1: 0.16555610299110413 (0.20380316664027487) | > loss_disc_real_2: 0.2152039110660553 (0.21365942135720278) | > loss_disc_real_3: 0.22760123014450073 (0.21992388207425353) | > loss_disc_real_4: 0.2360730916261673 (0.21248129202473548) | > loss_disc_real_5: 0.2312467396259308 (0.21070151698632053) | > loss_0: 2.239881992340088 (2.245604797930699) | > grad_norm_0: tensor(29.5276, device='cuda:0') (tensor(18.5983, device='cuda:0')) | > loss_gen: 2.702702760696411 (2.6459456028476844) | > loss_kl: 1.5322480201721191 (1.5721022852005497) | > loss_feat: 8.059953689575195 (7.28330623462636) | > loss_mel: 20.37104034423828 (20.440947508726495) | > loss_duration: 2.2072463035583496 (2.1410506869729686) | > loss_1: 34.87318801879883 (34.08335233845593) | > grad_norm_1: tensor(427.7685, device='cuda:0') (tensor(209.4450, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.4383 (0.3738302936690683) | > loader_time: 0.0072 (0.004383017939905968)  --> TIME: 2024-06-10 17:34:33 -- STEP: 304/330 -- GLOBAL_STEP: 107775 | > loss_disc: 2.1603894233703613 (2.2422040740126032) | > loss_disc_real_0: 0.11556855589151382 (0.11521190266419006) | > loss_disc_real_1: 0.18779724836349487 (0.20390698186268938) | > loss_disc_real_2: 0.1968080997467041 (0.2134251377888417) | > loss_disc_real_3: 0.19913573563098907 (0.2194222111352965) | > loss_disc_real_4: 0.17917771637439728 (0.21177005664886614) | > loss_disc_real_5: 0.14712004363536835 (0.20950758555217797) | > loss_0: 2.1603894233703613 (2.2422040740126032) | > grad_norm_0: tensor(43.6376, device='cuda:0') (tensor(18.9097, device='cuda:0')) | > loss_gen: 2.7097089290618896 (2.647459128969595) | > loss_kl: 1.6699825525283813 (1.5707165806701306) | > loss_feat: 8.422589302062988 (7.316500497491736) | > loss_mel: 19.446239471435547 (20.392435437754585) | > loss_duration: 2.2779481410980225 (2.150289870014315) | > loss_1: 34.526466369628906 (34.07740155019259) | > grad_norm_1: tensor(437.2039, device='cuda:0') (tensor(217.6923, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.4821 (0.380990973428676) | > loader_time: 0.0075 (0.00457652305301867)  --> TIME: 2024-06-10 17:35:02 -- STEP: 329/330 -- GLOBAL_STEP: 107800 | > loss_disc: 2.547945499420166 (2.2467196545702337) | > loss_disc_real_0: 0.15159545838832855 (0.11639614771247635) | > loss_disc_real_1: 0.30561211705207825 (0.20544027806596554) | > loss_disc_real_2: 0.2769034504890442 (0.21367116517027832) | > loss_disc_real_3: 0.30914297699928284 (0.21971164326718517) | > loss_disc_real_4: 0.3437446653842926 (0.21201919630668084) | > loss_disc_real_5: 0.3119507431983948 (0.209086123389676) | > loss_0: 2.547945499420166 (2.2467196545702337) | > grad_norm_0: tensor(7.5333, device='cuda:0') (tensor(18.6974, device='cuda:0')) | > loss_gen: 2.2491378784179688 (2.6460567187393336) | > loss_kl: 1.9282361268997192 (1.5804644649151969) | > loss_feat: 12.599184036254883 (7.438076229443304) | > loss_mel: 20.73082733154297 (20.373256051431678) | > loss_duration: 2.299602508544922 (2.163018017554354) | > loss_1: 39.80698776245117 (34.2008714994761) | > grad_norm_1: tensor(230.0908, device='cuda:0') (tensor(219.5100, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 14.0807 (0.4368413132374772) | > loader_time: 0.0333 (0.005015300037650713)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9329626560211182 (1.9329626560211182) | > loss_disc_real_0: 0.054702483117580414 (0.054702483117580414) | > loss_disc_real_1: 0.08609840273857117 (0.08609840273857117) | > loss_disc_real_2: 0.11573070287704468 (0.11573070287704468) | > loss_disc_real_3: 0.1737516075372696 (0.1737516075372696) | > loss_disc_real_4: 0.17827758193016052 (0.17827758193016052) | > loss_disc_real_5: 0.14134693145751953 (0.14134693145751953) | > loss_0: 1.9329626560211182 (1.9329626560211182) | > loss_gen: 2.379180431365967 (2.379180431365967) | > loss_kl: 1.320494532585144 (1.320494532585144) | > loss_feat: 8.021352767944336 (8.021352767944336) | > loss_mel: 21.62978744506836 (21.62978744506836) | > loss_duration: 2.799133777618408 (2.799133777618408) | > loss_1: 36.14994812011719 (36.14994812011719)  --> STEP: 1 | > loss_disc: 2.2489376068115234 (2.2489376068115234) | > loss_disc_real_0: 0.1596243530511856 (0.1596243530511856) | > loss_disc_real_1: 0.10588689148426056 (0.10588689148426056) | > loss_disc_real_2: 0.17595869302749634 (0.17595869302749634) | > loss_disc_real_3: 0.26282376050949097 (0.26282376050949097) | > loss_disc_real_4: 0.2829400599002838 (0.2829400599002838) | > loss_disc_real_5: 0.2884969413280487 (0.2884969413280487) | > loss_0: 2.2489376068115234 (2.2489376068115234) | > loss_gen: 2.6811065673828125 (2.6811065673828125) | > loss_kl: 1.3689054250717163 (1.3689054250717163) | > loss_feat: 5.903003215789795 (5.903003215789795) | > loss_mel: 21.008333206176758 (21.008333206176758) | > loss_duration: 2.3259191513061523 (2.3259191513061523) | > loss_1: 33.287269592285156 (33.287269592285156)  --> STEP: 2 | > loss_disc: 1.9445768594741821 (2.096757233142853) | > loss_disc_real_0: 0.061332739889621735 (0.11047854647040367) | > loss_disc_real_1: 0.10321380943059921 (0.10455035045742989) | > loss_disc_real_2: 0.16391657292842865 (0.1699376329779625) | > loss_disc_real_3: 0.213669091463089 (0.23824642598628998) | > loss_disc_real_4: 0.2349122315645218 (0.2589261457324028) | > loss_disc_real_5: 0.2073546200990677 (0.2479257807135582) | > loss_0: 1.9445768594741821 (2.096757233142853) | > loss_gen: 3.0853774547576904 (2.8832420110702515) | > loss_kl: 1.7989801168441772 (1.5839427709579468) | > loss_feat: 7.39157772064209 (6.647290468215942) | > loss_mel: 24.11400604248047 (22.561169624328613) | > loss_duration: 2.403892993927002 (2.364906072616577) | > loss_1: 38.7938346862793 (36.04055213928223)  --> STEP: 3 | > loss_disc: 2.044731855392456 (2.079415440559387) | > loss_disc_real_0: 0.08547195792198181 (0.10214301695426305) | > loss_disc_real_1: 0.18286989629268646 (0.13065686573584875) | > loss_disc_real_2: 0.19169718027114868 (0.17719081540902457) | > loss_disc_real_3: 0.14478151500225067 (0.20709145565827689) | > loss_disc_real_4: 0.18264459073543549 (0.2334989607334137) | > loss_disc_real_5: 0.17601588368415833 (0.22395581503709158) | > loss_0: 2.044731855392456 (2.079415440559387) | > loss_gen: 2.788878917694092 (2.8517876466115317) | > loss_kl: 1.914594054222107 (1.6941598653793335) | > loss_feat: 9.069314002990723 (7.454631646474202) | > loss_mel: 18.16191291809082 (21.094750722249348) | > loss_duration: 2.192945957183838 (2.3075860341389975) | > loss_1: 34.127647399902344 (35.4029172261556)  --> STEP: 4 | > loss_disc: 2.3417716026306152 (2.145004481077194) | > loss_disc_real_0: 0.06649692356586456 (0.09323149360716343) | > loss_disc_real_1: 0.12561561167240143 (0.12939655221998692) | > loss_disc_real_2: 0.16113317012786865 (0.17317640408873558) | > loss_disc_real_3: 0.1795807182788849 (0.20021377131342888) | > loss_disc_real_4: 0.13497576117515564 (0.20886816084384918) | > loss_disc_real_5: 0.15447109937667847 (0.2065846361219883) | > loss_0: 2.3417716026306152 (2.145004481077194) | > loss_gen: 2.035285472869873 (2.647662103176117) | > loss_kl: 1.629865050315857 (1.6780861616134644) | > loss_feat: 6.650039196014404 (7.253483533859253) | > loss_mel: 20.04677963256836 (20.8327579498291) | > loss_duration: 2.288867235183716 (2.302906334400177) | > loss_1: 32.65083694458008 (34.71489715576172)  --> STEP: 5 | > loss_disc: 2.216197967529297 (2.159243178367615) | > loss_disc_real_0: 0.07993306964635849 (0.09057180881500244) | > loss_disc_real_1: 0.12737922370433807 (0.12899308651685715) | > loss_disc_real_2: 0.17830289900302887 (0.17420170307159424) | > loss_disc_real_3: 0.20278812944889069 (0.20072864294052123) | > loss_disc_real_4: 0.1682160198688507 (0.20073773264884948) | > loss_disc_real_5: 0.2515279948711395 (0.21557330787181855) | > loss_0: 2.216197967529297 (2.159243178367615) | > loss_gen: 2.1510748863220215 (2.5483446598052977) | > loss_kl: 1.7337837219238281 (1.689225673675537) | > loss_feat: 5.977056980133057 (6.998198223114014) | > loss_mel: 20.44356346130371 (20.754919052124023) | > loss_duration: 2.344475507736206 (2.311220169067383) | > loss_1: 32.64995574951172 (34.30190887451172)  --> STEP: 6 | > loss_disc: 2.091069221496582 (2.1478808522224426) | > loss_disc_real_0: 0.04927715286612511 (0.08368936615685622) | > loss_disc_real_1: 0.07973790168762207 (0.12078388904531796) | > loss_disc_real_2: 0.20130623877048492 (0.17871912568807602) | > loss_disc_real_3: 0.26096367835998535 (0.21076781551043192) | > loss_disc_real_4: 0.16454903781414032 (0.1947062835097313) | > loss_disc_real_5: 0.17732001841068268 (0.2091977596282959) | > loss_0: 2.091069221496582 (2.1478808522224426) | > loss_gen: 2.3387248516082764 (2.5134080251057944) | > loss_kl: 1.597394347190857 (1.673920452594757) | > loss_feat: 6.297831058502197 (6.881470362345378) | > loss_mel: 21.213289260864258 (20.831314086914062) | > loss_duration: 2.1336593627929688 (2.2816267013549805) | > loss_1: 33.58089828491211 (34.18174044291178)  --> STEP: 7 | > loss_disc: 2.0962913036346436 (2.1405109167099) | > loss_disc_real_0: 0.0667601227760315 (0.0812709028167384) | > loss_disc_real_1: 0.11968104541301727 (0.1206263399549893) | > loss_disc_real_2: 0.09420903027057648 (0.1666462549141475) | > loss_disc_real_3: 0.2117060124874115 (0.21090184365000045) | > loss_disc_real_4: 0.1967703402042389 (0.1950011487518038) | > loss_disc_real_5: 0.20340052247047424 (0.20836958289146423) | > loss_0: 2.0962913036346436 (2.1405109167099) | > loss_gen: 2.1688475608825684 (2.4641851016453336) | > loss_kl: 1.5756436586380005 (1.6598809106009347) | > loss_feat: 6.944077491760254 (6.890414237976074) | > loss_mel: 22.06209945678711 (21.0071405683245) | > loss_duration: 2.4096200466156006 (2.2999114649636403) | > loss_1: 35.16028594970703 (34.321532658168245)  --> STEP: 8 | > loss_disc: 2.3574650287628174 (2.1676301807165146) | > loss_disc_real_0: 0.10358121991157532 (0.08405969245359302) | > loss_disc_real_1: 0.13203488290309906 (0.12205240782350302) | > loss_disc_real_2: 0.20812682807445526 (0.17183132655918598) | > loss_disc_real_3: 0.23294289410114288 (0.21365697495639324) | > loss_disc_real_4: 0.18793515861034393 (0.19411789998412132) | > loss_disc_real_5: 0.22269898653030396 (0.2101607583463192) | > loss_0: 2.3574650287628174 (2.1676301807165146) | > loss_gen: 2.1087703704833984 (2.4197582602500916) | > loss_kl: 1.9150032997131348 (1.6917712092399597) | > loss_feat: 6.251973628997803 (6.81060916185379) | > loss_mel: 19.20303726196289 (20.781627655029297) | > loss_duration: 2.22009539604187 (2.289934456348419) | > loss_1: 31.69887924194336 (33.99370098114014)  --> STEP: 9 | > loss_disc: 2.3872413635253906 (2.192031423250834) | > loss_disc_real_0: 0.09814757108688354 (0.08562501230173641) | > loss_disc_real_1: 0.10151638835668564 (0.11977062788274553) | > loss_disc_real_2: 0.23895694315433502 (0.17928972840309143) | > loss_disc_real_3: 0.20333844423294067 (0.2125104715426763) | > loss_disc_real_4: 0.2020196169614792 (0.19499586853716108) | > loss_disc_real_5: 0.18367864191532135 (0.20721830096509722) | > loss_0: 2.3872413635253906 (2.192031423250834) | > loss_gen: 2.353837490081787 (2.412433730231391) | > loss_kl: 1.821794033050537 (1.7062181896633573) | > loss_feat: 10.334894180297852 (7.202196386125353) | > loss_mel: 21.37607192993164 (20.847677018907333) | > loss_duration: 2.053736686706543 (2.2636902597215443) | > loss_1: 37.94033432006836 (34.43221579657661)  --> STEP: 10 | > loss_disc: 2.352385997772217 (2.2080668807029724) | > loss_disc_real_0: 0.11524680256843567 (0.08858719132840634) | > loss_disc_real_1: 0.1613909900188446 (0.12393266409635544) | > loss_disc_real_2: 0.18159399926662445 (0.17952015548944472) | > loss_disc_real_3: 0.24288323521614075 (0.21554774791002274) | > loss_disc_real_4: 0.2147771418094635 (0.19697399586439132) | > loss_disc_real_5: 0.2577458322048187 (0.21227105408906938) | > loss_0: 2.352385997772217 (2.2080668807029724) | > loss_gen: 2.0944418907165527 (2.3806345462799072) | > loss_kl: 1.0631431341171265 (1.641910684108734) | > loss_feat: 4.265435218811035 (6.908520269393921) | > loss_mel: 16.698827743530273 (20.432792091369627) | > loss_duration: 2.249591827392578 (2.2622804164886476) | > loss_1: 26.371440887451172 (33.626138305664064)  --> STEP: 11 | > loss_disc: 2.099276065826416 (2.1981768066232856) | > loss_disc_real_0: 0.07896937429904938 (0.08771284432573752) | > loss_disc_real_1: 0.12891055643558502 (0.12438519976355812) | > loss_disc_real_2: 0.2073933482170105 (0.18205408210104163) | > loss_disc_real_3: 0.16402661800384521 (0.21086400882764297) | > loss_disc_real_4: 0.1679912507534027 (0.19433920085430145) | > loss_disc_real_5: 0.23205716907978058 (0.21406979181549765) | > loss_0: 2.099276065826416 (2.1981768066232856) | > loss_gen: 2.306915044784546 (2.3739327734166924) | > loss_kl: 2.415762424468994 (1.7122608423233032) | > loss_feat: 6.576343536376953 (6.878322384574196) | > loss_mel: 19.18804931640625 (20.31963365728205) | > loss_duration: 2.4238173961639404 (2.2769655964591284) | > loss_1: 32.910888671875 (33.56111561168324)  --> STEP: 12 | > loss_disc: 2.1208643913269043 (2.191734105348587) | > loss_disc_real_0: 0.07701458036899567 (0.08682132232934237) | > loss_disc_real_1: 0.10549823939800262 (0.12281128639976184) | > loss_disc_real_2: 0.13382676243782043 (0.17803513879577318) | > loss_disc_real_3: 0.14332479238510132 (0.20523574079076448) | > loss_disc_real_4: 0.14796686172485352 (0.1904748392601808) | > loss_disc_real_5: 0.20310086011886597 (0.2131557141741117) | > loss_0: 2.1208643913269043 (2.191734105348587) | > loss_gen: 2.2226369380950928 (2.3613247871398926) | > loss_kl: 1.8286035060882568 (1.721956064303716) | > loss_feat: 7.056912899017334 (6.893204927444458) | > loss_mel: 22.01962661743164 (20.461299737294517) | > loss_duration: 2.226724147796631 (2.2727788090705867) | > loss_1: 35.3545036315918 (33.71056461334229)  --> STEP: 13 | > loss_disc: 2.55295729637146 (2.2195205046580386) | > loss_disc_real_0: 0.08331334590911865 (0.08655147798932515) | > loss_disc_real_1: 0.1576593816280365 (0.12549190910962912) | > loss_disc_real_2: 0.13648441433906555 (0.1748389292221803) | > loss_disc_real_3: 0.1747039556503296 (0.20288714193380797) | > loss_disc_real_4: 0.17408275604248047 (0.18921390978189614) | > loss_disc_real_5: 0.19896471500396729 (0.21206409885333136) | > loss_0: 2.55295729637146 (2.2195205046580386) | > loss_gen: 1.9597753286361694 (2.3304363672549906) | > loss_kl: 2.0760016441345215 (1.7491903396753163) | > loss_feat: 6.16428279876709 (6.8371339944692755) | > loss_mel: 19.324697494506836 (20.37386879554162) | > loss_duration: 2.1438655853271484 (2.2628624072441683) | > loss_1: 31.668622970581055 (33.55349217928374)  --> STEP: 14 | > loss_disc: 2.4554500579833984 (2.23637261560985) | > loss_disc_real_0: 0.11714421212673187 (0.08873667328485421) | > loss_disc_real_1: 0.08722831308841705 (0.12275879510811397) | > loss_disc_real_2: 0.24475893378257751 (0.17983321526220866) | > loss_disc_real_3: 0.20939117670059204 (0.20335171584572112) | > loss_disc_real_4: 0.2879596948623657 (0.19626718014478683) | > loss_disc_real_5: 0.3645513951778412 (0.22295604859079635) | > loss_0: 2.4554500579833984 (2.23637261560985) | > loss_gen: 2.486626625061035 (2.3415928142411366) | > loss_kl: 2.1016268730163574 (1.7743643777711051) | > loss_feat: 7.1977362632751465 (6.862891299383981) | > loss_mel: 22.944786071777344 (20.557505743844168) | > loss_duration: 2.3826041221618652 (2.2714153868811464) | > loss_1: 37.11337661743164 (33.807769639151445)  --> STEP: 15 | > loss_disc: 2.177314043045044 (2.232435377438863) | > loss_disc_real_0: 0.07501943409442902 (0.0878221906721592) | > loss_disc_real_1: 0.08862021565437317 (0.12048288981119791) | > loss_disc_real_2: 0.17294427752494812 (0.17937395274639129) | > loss_disc_real_3: 0.25492966175079346 (0.20679024557272593) | > loss_disc_real_4: 0.16395799815654755 (0.1941132346789042) | > loss_disc_real_5: 0.22818271815776825 (0.22330449322859447) | > loss_0: 2.177314043045044 (2.232435377438863) | > loss_gen: 2.4607632160186768 (2.3495375076929728) | > loss_kl: 1.8261221647262573 (1.7778148969014487) | > loss_feat: 9.206525802612305 (7.019133599599202) | > loss_mel: 20.794143676757812 (20.57328160603841) | > loss_duration: 2.3240060806274414 (2.274921433130899) | > loss_1: 36.6115608215332 (33.99468905131023)  --> STEP: 16 | > loss_disc: 1.8570823669433594 (2.208975814282894) | > loss_disc_real_0: 0.05479421094059944 (0.08575794193893671) | > loss_disc_real_1: 0.08510496467351913 (0.11827176949009299) | > loss_disc_real_2: 0.19903957843780518 (0.18060305435210466) | > loss_disc_real_3: 0.16483137011528015 (0.20416781585663557) | > loss_disc_real_4: 0.11585681140422821 (0.18922220822423697) | > loss_disc_real_5: 0.08903026580810547 (0.2149123540148139) | > loss_0: 1.8570823669433594 (2.208975814282894) | > loss_gen: 2.3348307609558105 (2.3486183360219) | > loss_kl: 1.4933069944381714 (1.7600331529974937) | > loss_feat: 8.492597579956055 (7.111225098371506) | > loss_mel: 20.8028507232666 (20.587629675865173) | > loss_duration: 2.349233865737915 (2.2795659601688376) | > loss_1: 35.47282028198242 (34.08707225322725)  --> STEP: 17 | > loss_disc: 2.602869987487793 (2.2321460597655354) | > loss_disc_real_0: 0.1443818062543869 (0.0892064045457279) | > loss_disc_real_1: 0.1317383497953415 (0.11906392127275467) | > loss_disc_real_2: 0.19330652058124542 (0.18135031707146587) | > loss_disc_real_3: 0.24923470616340637 (0.20681880940409267) | > loss_disc_real_4: 0.3124537169933319 (0.19647112050477197) | > loss_disc_real_5: 0.2965165376663208 (0.21971260011196136) | > loss_0: 2.602869987487793 (2.2321460597655354) | > loss_gen: 2.151395797729492 (2.3370170102399936) | > loss_kl: 1.70802640914917 (1.7569739327711218) | > loss_feat: 4.3308515548706055 (6.947673713459688) | > loss_mel: 19.257158279418945 (20.509366652544806) | > loss_duration: 2.3875772953033447 (2.2859195681179263) | > loss_1: 29.83500862121582 (33.83695086310893)  --> STEP: 18 | > loss_disc: 1.9480563402175903 (2.216363297568427) | > loss_disc_real_0: 0.08162443339824677 (0.08878518392642339) | > loss_disc_real_1: 0.14655859768390656 (0.12059140329559644) | > loss_disc_real_2: 0.16085632145404816 (0.18021176175938713) | > loss_disc_real_3: 0.19798725843429565 (0.2063281676835484) | > loss_disc_real_4: 0.1819995939731598 (0.19566714680857128) | > loss_disc_real_5: 0.17840208113193512 (0.21741757127973768) | > loss_0: 1.9480563402175903 (2.216363297568427) | > loss_gen: 2.8034121990203857 (2.3629278540611267) | > loss_kl: 2.0342748165130615 (1.7723795374234517) | > loss_feat: 9.709782600402832 (7.101124207178752) | > loss_mel: 23.34809112548828 (20.667073567708332) | > loss_duration: 2.2017650604248047 (2.281244317690531) | > loss_1: 40.097328186035156 (34.1847496032715)  --> STEP: 19 | > loss_disc: 2.496652603149414 (2.231115366283216) | > loss_disc_real_0: 0.07618014514446259 (0.08812176083263598) | > loss_disc_real_1: 0.11161032319068909 (0.12011871486902237) | > loss_disc_real_2: 0.26012641191482544 (0.1844177959780944) | > loss_disc_real_3: 0.33110636472702026 (0.21289544121215218) | > loss_disc_real_4: 0.24682113528251648 (0.1983594619914105) | > loss_disc_real_5: 0.23157525062561035 (0.2181627122979415) | > loss_0: 2.496652603149414 (2.231115366283216) | > loss_gen: 2.237029790878296 (2.3563016402093986) | > loss_kl: 1.9354355335235596 (1.7809614319550364) | > loss_feat: 6.15494966506958 (7.0513255470677425) | > loss_mel: 20.855022430419922 (20.676965613114206) | > loss_duration: 2.3112096786499023 (2.2828214419515502) | > loss_1: 33.493648529052734 (34.14837586252314)  --> STEP: 20 | > loss_disc: 2.158766031265259 (2.227497899532318) | > loss_disc_real_0: 0.07161261886358261 (0.08729630373418332) | > loss_disc_real_1: 0.1233934834599495 (0.12028245329856872) | > loss_disc_real_2: 0.298904687166214 (0.1901421405375004) | > loss_disc_real_3: 0.2101554274559021 (0.21275844052433968) | > loss_disc_real_4: 0.24653273820877075 (0.2007681258022785) | > loss_disc_real_5: 0.32755598425865173 (0.223632375895977) | > loss_0: 2.158766031265259 (2.227497899532318) | > loss_gen: 2.9209978580474854 (2.384536451101303) | > loss_kl: 1.6889653205871582 (1.7763616263866424) | > loss_feat: 6.769168853759766 (7.037217712402343) | > loss_mel: 21.63617515563965 (20.72492609024048) | > loss_duration: 2.404351234436035 (2.2888979315757743) | > loss_1: 35.41965866088867 (34.211940002441416)  --> STEP: 21 | > loss_disc: 2.1605236530303955 (2.224308649698893) | > loss_disc_real_0: 0.18476319313049316 (0.09193758418162663) | > loss_disc_real_1: 0.16939815878868103 (0.1226212964171455) | > loss_disc_real_2: 0.2170444279909134 (0.19142320184480577) | > loss_disc_real_3: 0.24813596904277802 (0.2144430847395034) | > loss_disc_real_4: 0.14090096950531006 (0.1979173088357562) | > loss_disc_real_5: 0.12476997077465057 (0.218924642318771) | > loss_0: 2.1605236530303955 (2.224308649698893) | > loss_gen: 2.698105812072754 (2.399468325433277) | > loss_kl: 1.517759919166565 (1.7640472593761625) | > loss_feat: 7.487997055053711 (7.058683395385742) | > loss_mel: 19.361331939697266 (20.659993035452707) | > loss_duration: 2.1795384883880615 (2.283690339043026) | > loss_1: 33.24473190307617 (34.16588247390022)  --> STEP: 22 | > loss_disc: 1.9536316394805908 (2.212005149234425) | > loss_disc_real_0: 0.07830321043729782 (0.09131783992052078) | > loss_disc_real_1: 0.0716238021850586 (0.12030322849750519) | > loss_disc_real_2: 0.10453888028860092 (0.1874739145013419) | > loss_disc_real_3: 0.13416770100593567 (0.21079420366070487) | > loss_disc_real_4: 0.20708000659942627 (0.1983337950977412) | > loss_disc_real_5: 0.18952400982379913 (0.21758824993263592) | > loss_0: 1.9536316394805908 (2.212005149234425) | > loss_gen: 2.5923938751220703 (2.4082376686009495) | > loss_kl: 1.7980904579162598 (1.7655946774916216) | > loss_feat: 9.320098876953125 (7.16147500818426) | > loss_mel: 22.570432662963867 (20.746831200339578) | > loss_duration: 2.1714158058166504 (2.2785869511691) | > loss_1: 38.452430725097656 (34.360725576227374)  --> STEP: 23 | > loss_disc: 2.535050868988037 (2.226050615310669) | > loss_disc_real_0: 0.15445388853549957 (0.09406288551247638) | > loss_disc_real_1: 0.18587203323841095 (0.12315404609493587) | > loss_disc_real_2: 0.13356146216392517 (0.1851298948344977) | > loss_disc_real_3: 0.266921728849411 (0.21323453084282254) | > loss_disc_real_4: 0.26429155468940735 (0.20120152377563974) | > loss_disc_real_5: 0.26823171973228455 (0.219790139923925) | > loss_0: 2.535050868988037 (2.226050615310669) | > loss_gen: 2.2781765460968018 (2.4025828371877256) | > loss_kl: 2.0492565631866455 (1.7779278029566226) | > loss_feat: 5.521146774291992 (7.090156389319378) | > loss_mel: 19.540292739868164 (20.69437300640604) | > loss_duration: 2.3192803859710693 (2.2803562309430987) | > loss_1: 31.708152770996094 (34.245396323826014)  --> STEP: 24 | > loss_disc: 2.369154453277588 (2.2320132752259574) | > loss_disc_real_0: 0.13044995069503784 (0.09557901322841644) | > loss_disc_real_1: 0.12926355004310608 (0.12340860875944297) | > loss_disc_real_2: 0.17361412942409515 (0.18465007127573094) | > loss_disc_real_3: 0.21995429694652557 (0.2135145210971435) | > loss_disc_real_4: 0.17905795574188232 (0.2002788751075665) | > loss_disc_real_5: 0.19754406809806824 (0.2188632202645143) | > loss_0: 2.369154453277588 (2.2320132752259574) | > loss_gen: 2.0720789432525635 (2.388811841607094) | > loss_kl: 1.889744758605957 (1.7825868427753448) | > loss_feat: 7.495649337768555 (7.107051928838094) | > loss_mel: 21.162933349609375 (20.71389635403951) | > loss_duration: 2.417419910430908 (2.2860672175884242) | > loss_1: 35.03782653808594 (34.27841424942017)  --> STEP: 25 | > loss_disc: 2.3756844997406006 (2.237760124206543) | > loss_disc_real_0: 0.07615141570568085 (0.09480190932750703) | > loss_disc_real_1: 0.1031833291053772 (0.12259959757328033) | > loss_disc_real_2: 0.14302538335323334 (0.18298508375883102) | > loss_disc_real_3: 0.21074551343917847 (0.2134037607908249) | > loss_disc_real_4: 0.19278044998645782 (0.19997893810272216) | > loss_disc_real_5: 0.3078736364841461 (0.22242363691329955) | > loss_0: 2.3756844997406006 (2.237760124206543) | > loss_gen: 1.9571949243545532 (2.371547164916992) | > loss_kl: 2.0535097122192383 (1.7934237575531007) | > loss_feat: 6.956849575042725 (7.101043834686279) | > loss_mel: 22.130992889404297 (20.770580215454103) | > loss_duration: 2.357907295227051 (2.288940820693969) | > loss_1: 35.456451416015625 (34.32553573608399)  --> STEP: 26 | > loss_disc: 2.966790199279785 (2.265799742478591) | > loss_disc_real_0: 0.14176777005195618 (0.09660828858613968) | > loss_disc_real_1: 0.2894495725631714 (0.12901690430366075) | > loss_disc_real_2: 0.25283461809158325 (0.18567160431009072) | > loss_disc_real_3: 0.17475780844688416 (0.21191737800836563) | > loss_disc_real_4: 0.21419602632522583 (0.20052574918820307) | > loss_disc_real_5: 0.18479831516742706 (0.22097650915384293) | > loss_0: 2.966790199279785 (2.265799742478591) | > loss_gen: 1.6889883279800415 (2.3452949019578786) | > loss_kl: 2.077208995819092 (1.8043385744094849) | > loss_feat: 12.182766914367676 (7.296494722366333) | > loss_mel: 20.478025436401367 (20.75932810856746) | > loss_duration: 2.3335766792297363 (2.290657584483806) | > loss_1: 38.760562896728516 (34.49611370380109) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023100192730243388 (-9.402861961951619e-05) | > avg_loss_disc: 2.265799742478591 (+0.044427867119129605) | > avg_loss_disc_real_0: 0.09660828858613968 (+0.0024600855719584674) | > avg_loss_disc_real_1: 0.12901690430366075 (-0.031988392655666026) | > avg_loss_disc_real_2: 0.18567160431009072 (-0.05442607259521118) | > avg_loss_disc_real_3: 0.21191737800836563 (-0.05042243806215424) | > avg_loss_disc_real_4: 0.20052574918820307 (-0.030419896714962452) | > avg_loss_disc_real_5: 0.22097650915384293 (+0.029579145977130294) | > avg_loss_0: 2.265799742478591 (+0.044427867119129605) | > avg_loss_gen: 2.3452949019578786 (-0.1829504370689392) | > avg_loss_kl: 1.8043385744094849 (-0.06031428850614118) | > avg_loss_feat: 7.296494722366333 (-0.062510196979229) | > avg_loss_mel: 20.75932810856746 (+0.02365977947528819) | > avg_loss_duration: 2.290657584483806 (+0.0175655346650343) | > avg_loss_1: 34.49611370380109 (-0.264550062326272)  > EPOCH: 60/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:35:07)   --> TIME: 2024-06-10 17:35:16 -- STEP: 24/330 -- GLOBAL_STEP: 107825 | > loss_disc: 2.3354949951171875 (2.2947422365347543) | > loss_disc_real_0: 0.14260774850845337 (0.11696065093080203) | > loss_disc_real_1: 0.17423218488693237 (0.20098376522461572) | > loss_disc_real_2: 0.23614095151424408 (0.21900580761333308) | > loss_disc_real_3: 0.21189744770526886 (0.2204883067558209) | > loss_disc_real_4: 0.19932402670383453 (0.205150310570995) | > loss_disc_real_5: 0.216324120759964 (0.2101612196614345) | > loss_0: 2.3354949951171875 (2.2947422365347543) | > grad_norm_0: tensor(25.8359, device='cuda:0') (tensor(17.0116, device='cuda:0')) | > loss_gen: 2.6203205585479736 (2.6094961067040763) | > loss_kl: 1.5302326679229736 (1.5366861869891484) | > loss_feat: 7.2896833419799805 (7.034242331981659) | > loss_mel: 20.632810592651367 (20.554328441619877) | > loss_duration: 2.0948195457458496 (2.207979549964269) | > loss_1: 34.16786575317383 (33.94273241360983) | > grad_norm_1: tensor(199.2766, device='cuda:0') (tensor(150.1214, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3423 (0.33682886759440095) | > loader_time: 0.0037 (0.0030833681424458823)  --> TIME: 2024-06-10 17:35:25 -- STEP: 49/330 -- GLOBAL_STEP: 107850 | > loss_disc: 2.0487220287323 (2.2998979870153935) | > loss_disc_real_0: 0.13233736157417297 (0.11626642197370529) | > loss_disc_real_1: 0.13696031272411346 (0.2028223327836212) | > loss_disc_real_2: 0.19589129090309143 (0.2170779820607633) | > loss_disc_real_3: 0.18445253372192383 (0.2232290187052318) | > loss_disc_real_4: 0.17547672986984253 (0.21449248188612413) | > loss_disc_real_5: 0.15311776101589203 (0.2136644334817419) | > loss_0: 2.0487220287323 (2.2998979870153935) | > grad_norm_0: tensor(8.4180, device='cuda:0') (tensor(14.5994, device='cuda:0')) | > loss_gen: 2.6497645378112793 (2.5647798557670747) | > loss_kl: 1.5411683320999146 (1.5406809534345354) | > loss_feat: 7.243114948272705 (6.970596975209761) | > loss_mel: 20.89661407470703 (20.629289821702617) | > loss_duration: 2.046626567840576 (2.149865043406584) | > loss_1: 34.377288818359375 (33.85521250354999) | > grad_norm_1: tensor(115.2316, device='cuda:0') (tensor(148.3718, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3535 (0.3432502941209443) | > loader_time: 0.0033 (0.003229442907839405)  --> TIME: 2024-06-10 17:35:34 -- STEP: 74/330 -- GLOBAL_STEP: 107875 | > loss_disc: 2.361366033554077 (2.2730100928126165) | > loss_disc_real_0: 0.12318715453147888 (0.11511325755634823) | > loss_disc_real_1: 0.21649597585201263 (0.202375959302928) | > loss_disc_real_2: 0.2599734365940094 (0.21440369796914022) | > loss_disc_real_3: 0.2218804508447647 (0.22038041437799866) | > loss_disc_real_4: 0.20102694630622864 (0.21281754064398842) | > loss_disc_real_5: 0.20728589594364166 (0.21203983756336006) | > loss_0: 2.361366033554077 (2.2730100928126165) | > grad_norm_0: tensor(8.7233, device='cuda:0') (tensor(14.3874, device='cuda:0')) | > loss_gen: 2.640578508377075 (2.6020203216655826) | > loss_kl: 1.4732948541641235 (1.5417924120619493) | > loss_feat: 6.987570285797119 (7.147198110013394) | > loss_mel: 21.475833892822266 (20.660959140674493) | > loss_duration: 2.0093069076538086 (2.127091188688536) | > loss_1: 34.586585998535156 (34.07906122465393) | > grad_norm_1: tensor(216.9930, device='cuda:0') (tensor(159.1530, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3463 (0.34651191492338446) | > loader_time: 0.0035 (0.003363979829324258)  --> TIME: 2024-06-10 17:35:43 -- STEP: 99/330 -- GLOBAL_STEP: 107900 | > loss_disc: 2.247366428375244 (2.265052202976112) | > loss_disc_real_0: 0.08728662133216858 (0.11425128165218565) | > loss_disc_real_1: 0.26981234550476074 (0.20378610868044575) | > loss_disc_real_2: 0.1994590014219284 (0.2151971059014099) | > loss_disc_real_3: 0.1937825232744217 (0.2196031008103881) | > loss_disc_real_4: 0.1823030263185501 (0.2100116516454051) | > loss_disc_real_5: 0.17374660074710846 (0.21024836524568422) | > loss_0: 2.247366428375244 (2.265052202976112) | > grad_norm_0: tensor(20.0871, device='cuda:0') (tensor(16.2909, device='cuda:0')) | > loss_gen: 2.410996675491333 (2.609204417527324) | > loss_kl: 1.4575347900390625 (1.5359178263731683) | > loss_feat: 6.55853271484375 (7.1441184968659375) | > loss_mel: 20.596820831298828 (20.62489245636295) | > loss_duration: 2.082947254180908 (2.1180584069454325) | > loss_1: 33.106834411621094 (34.03219169077248) | > grad_norm_1: tensor(160.1219, device='cuda:0') (tensor(180.2892, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3494 (0.34742601953371616) | > loader_time: 0.0036 (0.0034476747416486643)  --> TIME: 2024-06-10 17:35:52 -- STEP: 124/330 -- GLOBAL_STEP: 107925 | > loss_disc: 2.0869078636169434 (2.2534204644541584) | > loss_disc_real_0: 0.08534810692071915 (0.11344950501957247) | > loss_disc_real_1: 0.16005007922649384 (0.20276196313000494) | > loss_disc_real_2: 0.16670970618724823 (0.21432953604286717) | > loss_disc_real_3: 0.17687365412712097 (0.21886746308976604) | > loss_disc_real_4: 0.1422741711139679 (0.2090320724753603) | > loss_disc_real_5: 0.1465921849012375 (0.2084441295554561) | > loss_0: 2.0869078636169434 (2.2534204644541584) | > grad_norm_0: tensor(9.0178, device='cuda:0') (tensor(16.8005, device='cuda:0')) | > loss_gen: 2.6778268814086914 (2.6164868608597787) | > loss_kl: 1.3417333364486694 (1.5294053333420912) | > loss_feat: 8.214555740356445 (7.182767006658739) | > loss_mel: 21.856090545654297 (20.706385350996452) | > loss_duration: 2.127455711364746 (2.1160683458851253) | > loss_1: 36.2176628112793 (34.15111298714915) | > grad_norm_1: tensor(125.5668, device='cuda:0') (tensor(190.8162, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3589 (0.35273385047912603) | > loader_time: 0.0036 (0.003544136401145689)  --> TIME: 2024-06-10 17:36:02 -- STEP: 149/330 -- GLOBAL_STEP: 107950 | > loss_disc: 2.199259042739868 (2.2553925154193135) | > loss_disc_real_0: 0.10946168005466461 (0.11526069915134635) | > loss_disc_real_1: 0.22989557683467865 (0.20403060837080014) | > loss_disc_real_2: 0.20566165447235107 (0.21537355788602125) | > loss_disc_real_3: 0.21119780838489532 (0.21947701965402436) | > loss_disc_real_4: 0.19540071487426758 (0.209813075427641) | > loss_disc_real_5: 0.22165177762508392 (0.20873086274470257) | > loss_0: 2.199259042739868 (2.2553925154193135) | > grad_norm_0: tensor(15.8228, device='cuda:0') (tensor(16.2407, device='cuda:0')) | > loss_gen: 2.6611809730529785 (2.622853888761277) | > loss_kl: 1.5019227266311646 (1.5240274051691867) | > loss_feat: 7.3946533203125 (7.212126402246872) | > loss_mel: 21.34925651550293 (20.70719119846421) | > loss_duration: 2.133089780807495 (2.116152907377923) | > loss_1: 35.040103912353516 (34.18235189962707) | > grad_norm_1: tensor(215.6411, device='cuda:0') (tensor(178.6057, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3712 (0.35656101111597666) | > loader_time: 0.005 (0.0036854615947544173)  --> TIME: 2024-06-10 17:36:11 -- STEP: 174/330 -- GLOBAL_STEP: 107975 | > loss_disc: 2.3355815410614014 (2.2550867391728806) | > loss_disc_real_0: 0.14748549461364746 (0.11628772057164674) | > loss_disc_real_1: 0.21253837645053864 (0.20363609732567578) | > loss_disc_real_2: 0.19636604189872742 (0.21448757182592634) | > loss_disc_real_3: 0.2118401676416397 (0.21932682412109156) | > loss_disc_real_4: 0.2239103615283966 (0.20966459909218482) | > loss_disc_real_5: 0.20763303339481354 (0.2083875758723281) | > loss_0: 2.3355815410614014 (2.2550867391728806) | > grad_norm_0: tensor(12.6181, device='cuda:0') (tensor(15.7483, device='cuda:0')) | > loss_gen: 2.5557682514190674 (2.6188659188391137) | > loss_kl: 1.5284736156463623 (1.5211876158056588) | > loss_feat: 7.080044269561768 (7.221696387762311) | > loss_mel: 19.956918716430664 (20.67889667379445) | > loss_duration: 2.191923141479492 (2.1183485888886757) | > loss_1: 33.31312942504883 (34.15899528854197) | > grad_norm_1: tensor(147.7388, device='cuda:0') (tensor(179.2215, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3913 (0.3591836622391626) | > loader_time: 0.0049 (0.0038150973703669406)  --> TIME: 2024-06-10 17:36:21 -- STEP: 199/330 -- GLOBAL_STEP: 108000 | > loss_disc: 2.2283098697662354 (2.251142809139426) | > loss_disc_real_0: 0.12211917340755463 (0.11607246842216606) | > loss_disc_real_1: 0.21649271249771118 (0.20452742398384227) | > loss_disc_real_2: 0.2741456627845764 (0.21437051368119128) | > loss_disc_real_3: 0.21494172513484955 (0.21904615324046744) | > loss_disc_real_4: 0.18089617788791656 (0.20955482990148677) | > loss_disc_real_5: 0.2072085291147232 (0.2081001913876989) | > loss_0: 2.2283098697662354 (2.251142809139426) | > grad_norm_0: tensor(9.3600, device='cuda:0') (tensor(16.0861, device='cuda:0')) | > loss_gen: 2.600194215774536 (2.626492048627766) | > loss_kl: 1.433209776878357 (1.5263398334608604) | > loss_feat: 7.380516052246094 (7.273208388132066) | > loss_mel: 20.5568904876709 (20.692259448257513) | > loss_duration: 2.241302967071533 (2.123784066444668) | > loss_1: 34.21211624145508 (34.24208388975519) | > grad_norm_1: tensor(206.7660, device='cuda:0') (tensor(185.4885, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.386 (0.3629538545656446) | > loader_time: 0.0043 (0.003920718054076534) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_108000.pth  --> TIME: 2024-06-10 17:36:36 -- STEP: 224/330 -- GLOBAL_STEP: 108025 | > loss_disc: 2.0432496070861816 (2.245095273745915) | > loss_disc_real_0: 0.086012102663517 (0.11524621270863074) | > loss_disc_real_1: 0.1737232655286789 (0.20469858071633748) | > loss_disc_real_2: 0.22488321363925934 (0.21382017280640347) | > loss_disc_real_3: 0.1867453008890152 (0.21847636066377163) | > loss_disc_real_4: 0.18616783618927002 (0.20850676627430534) | > loss_disc_real_5: 0.14347486197948456 (0.2080367921319391) | > loss_0: 2.0432496070861816 (2.245095273745915) | > grad_norm_0: tensor(18.6236, device='cuda:0') (tensor(17.2766, device='cuda:0')) | > loss_gen: 2.679979085922241 (2.6421542848859505) | > loss_kl: 1.4977117776870728 (1.529886717242854) | > loss_feat: 7.823608875274658 (7.32164811875139) | > loss_mel: 20.838350296020508 (20.676125756331846) | > loss_duration: 2.2301671504974365 (2.1283382507307214) | > loss_1: 35.06981658935547 (34.2981532471521) | > grad_norm_1: tensor(265.5651, device='cuda:0') (tensor(189.2840, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.3857 (0.3670494801231795) | > loader_time: 0.0053 (0.004075632563659123)  --> TIME: 2024-06-10 17:36:47 -- STEP: 249/330 -- GLOBAL_STEP: 108050 | > loss_disc: 2.252587080001831 (2.244760394096378) | > loss_disc_real_0: 0.1401118040084839 (0.11451042522807198) | > loss_disc_real_1: 0.21571201086044312 (0.2046919136521328) | > loss_disc_real_2: 0.222445547580719 (0.21442433497513155) | > loss_disc_real_3: 0.22936849296092987 (0.21856542524084988) | > loss_disc_real_4: 0.2161770910024643 (0.20837424818172035) | > loss_disc_real_5: 0.2009233981370926 (0.20807480961682806) | > loss_0: 2.252587080001831 (2.244760394096378) | > grad_norm_0: tensor(31.4844, device='cuda:0') (tensor(17.8300, device='cuda:0')) | > loss_gen: 2.7966043949127197 (2.651399105906964) | > loss_kl: 1.55451500415802 (1.5293962682586117) | > loss_feat: 7.215102195739746 (7.342946920050196) | > loss_mel: 19.503421783447266 (20.648197151092155) | > loss_duration: 2.188960552215576 (2.134348991884287) | > loss_1: 33.258602142333984 (34.30628853916647) | > grad_norm_1: tensor(91.4443, device='cuda:0') (tensor(197.4374, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.4027 (0.3713477816447677) | > loader_time: 0.0059 (0.004209546200242869)  --> TIME: 2024-06-10 17:36:57 -- STEP: 274/330 -- GLOBAL_STEP: 108075 | > loss_disc: 2.3646655082702637 (2.244555666933968) | > loss_disc_real_0: 0.13228395581245422 (0.11552365381189071) | > loss_disc_real_1: 0.27043312788009644 (0.20499487879284978) | > loss_disc_real_2: 0.2216905951499939 (0.21444731396045125) | > loss_disc_real_3: 0.2060278058052063 (0.21814991566386535) | > loss_disc_real_4: 0.19176197052001953 (0.20842471003641178) | > loss_disc_real_5: 0.21698246896266937 (0.20770251386574584) | > loss_0: 2.3646655082702637 (2.244555666933968) | > grad_norm_0: tensor(47.5610, device='cuda:0') (tensor(19.0891, device='cuda:0')) | > loss_gen: 2.76348876953125 (2.6573073768267657) | > loss_kl: 1.6695799827575684 (1.5308571353445959) | > loss_feat: 7.265382289886475 (7.370103935255622) | > loss_mel: 20.061359405517578 (20.61016187180567) | > loss_duration: 2.2025086879730225 (2.1406366973027713) | > loss_1: 33.962318420410156 (34.309067127478414) | > grad_norm_1: tensor(697.0930, device='cuda:0') (tensor(210.6594, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.4247 (0.37587214125333923) | > loader_time: 0.0059 (0.004352606125991712)  --> TIME: 2024-06-10 17:37:09 -- STEP: 299/330 -- GLOBAL_STEP: 108100 | > loss_disc: 2.097954750061035 (2.242643379846148) | > loss_disc_real_0: 0.058951862156391144 (0.1174142415632173) | > loss_disc_real_1: 0.18589664995670319 (0.20510586498174377) | > loss_disc_real_2: 0.16447579860687256 (0.2143540248823006) | > loss_disc_real_3: 0.1961911916732788 (0.21796037625508963) | > loss_disc_real_4: 0.1873219907283783 (0.20826492204414965) | > loss_disc_real_5: 0.18775613605976105 (0.2073111302378186) | > loss_0: 2.097954750061035 (2.242643379846148) | > grad_norm_0: tensor(19.9957, device='cuda:0') (tensor(20.5908, device='cuda:0')) | > loss_gen: 2.7315917015075684 (2.658383303262716) | > loss_kl: 1.5504623651504517 (1.535452426077929) | > loss_feat: 8.202118873596191 (7.39306303649443) | > loss_mel: 20.52251434326172 (20.563747571862244) | > loss_duration: 2.3061976432800293 (2.148901092567573) | > loss_1: 35.31288528442383 (34.29954750163104) | > grad_norm_1: tensor(296.6228, device='cuda:0') (tensor(222.3653, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.46 (0.3816537091564574) | > loader_time: 0.0073 (0.0045049318103088576)  --> TIME: 2024-06-10 17:37:22 -- STEP: 324/330 -- GLOBAL_STEP: 108125 | > loss_disc: 2.3592565059661865 (2.2453487644225008) | > loss_disc_real_0: 0.1859527826309204 (0.11823777015102499) | > loss_disc_real_1: 0.21123698353767395 (0.20581486857967612) | > loss_disc_real_2: 0.20636005699634552 (0.21401744450867907) | > loss_disc_real_3: 0.22664259374141693 (0.21803280536407305) | > loss_disc_real_4: 0.259317547082901 (0.20881166472387166) | > loss_disc_real_5: 0.22263020277023315 (0.2078161920754262) | > loss_0: 2.3592565059661865 (2.2453487644225008) | > grad_norm_0: tensor(8.8062, device='cuda:0') (tensor(21.6153, device='cuda:0')) | > loss_gen: 2.796468734741211 (2.6622769817893874) | > loss_kl: 1.8868741989135742 (1.5453538515685519) | > loss_feat: 8.616209030151367 (7.458709478378296) | > loss_mel: 19.24557876586914 (20.51524140511029) | > loss_duration: 2.34780216217041 (2.1618269144752884) | > loss_1: 34.89292907714844 (34.343408696445444) | > grad_norm_1: tensor(200.1911, device='cuda:0') (tensor(232.8648, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.5835 (0.39336617714093053) | > loader_time: 0.0091 (0.004765737203904139)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2809836864471436 (2.2809836864471436) | > loss_disc_real_0: 0.24841797351837158 (0.24841797351837158) | > loss_disc_real_1: 0.2878744304180145 (0.2878744304180145) | > loss_disc_real_2: 0.23136518895626068 (0.23136518895626068) | > loss_disc_real_3: 0.27976348996162415 (0.27976348996162415) | > loss_disc_real_4: 0.16685599088668823 (0.16685599088668823) | > loss_disc_real_5: 0.16055646538734436 (0.16055646538734436) | > loss_0: 2.2809836864471436 (2.2809836864471436) | > loss_gen: 2.9431889057159424 (2.9431889057159424) | > loss_kl: 0.15325994789600372 (0.15325994789600372) | > loss_feat: 6.997876167297363 (6.997876167297363) | > loss_mel: 20.097660064697266 (20.097660064697266) | > loss_duration: 2.76314640045166 (2.76314640045166) | > loss_1: 32.95513153076172 (32.95513153076172)  --> STEP: 1 | > loss_disc: 2.2110788822174072 (2.2110788822174072) | > loss_disc_real_0: 0.21800100803375244 (0.21800100803375244) | > loss_disc_real_1: 0.23875465989112854 (0.23875465989112854) | > loss_disc_real_2: 0.2579740583896637 (0.2579740583896637) | > loss_disc_real_3: 0.2504006624221802 (0.2504006624221802) | > loss_disc_real_4: 0.2223331332206726 (0.2223331332206726) | > loss_disc_real_5: 0.21570686995983124 (0.21570686995983124) | > loss_0: 2.2110788822174072 (2.2110788822174072) | > loss_gen: 2.8555257320404053 (2.8555257320404053) | > loss_kl: 1.4717295169830322 (1.4717295169830322) | > loss_feat: 5.75020694732666 (5.75020694732666) | > loss_mel: 19.249895095825195 (19.249895095825195) | > loss_duration: 2.382575035095215 (2.382575035095215) | > loss_1: 31.70993423461914 (31.70993423461914)  --> STEP: 2 | > loss_disc: 2.4848971366882324 (2.34798800945282) | > loss_disc_real_0: 0.09554240107536316 (0.1567717045545578) | > loss_disc_real_1: 0.1682628095149994 (0.20350873470306396) | > loss_disc_real_2: 0.31911224126815796 (0.2885431498289108) | > loss_disc_real_3: 0.3307838439941406 (0.2905922532081604) | > loss_disc_real_4: 0.33679717779159546 (0.27956515550613403) | > loss_disc_real_5: 0.3949604034423828 (0.305333636701107) | > loss_0: 2.4848971366882324 (2.34798800945282) | > loss_gen: 2.6748640537261963 (2.765194892883301) | > loss_kl: 2.2759273052215576 (1.873828411102295) | > loss_feat: 4.724300384521484 (5.237253665924072) | > loss_mel: 21.02805519104004 (20.138975143432617) | > loss_duration: 2.3923287391662598 (2.3874518871307373) | > loss_1: 33.09547424316406 (32.4027042388916)  --> STEP: 3 | > loss_disc: 2.276933431625366 (2.324303150177002) | > loss_disc_real_0: 0.15203362703323364 (0.15519234538078308) | > loss_disc_real_1: 0.2669224441051483 (0.22464663783709207) | > loss_disc_real_2: 0.21964898705482483 (0.2655784289042155) | > loss_disc_real_3: 0.24070438742637634 (0.27396296461423236) | > loss_disc_real_4: 0.23322466015815735 (0.26411832372347516) | > loss_disc_real_5: 0.23429280519485474 (0.28165335953235626) | > loss_0: 2.276933431625366 (2.324303150177002) | > loss_gen: 2.548804998397827 (2.6930649280548096) | > loss_kl: 1.252915620803833 (1.6668574810028076) | > loss_feat: 6.252681255340576 (5.575729529062907) | > loss_mel: 22.75270652770996 (21.01021893819173) | > loss_duration: 2.2405619621276855 (2.3384885787963867) | > loss_1: 35.047672271728516 (33.28436024983724)  --> STEP: 4 | > loss_disc: 2.3546676635742188 (2.331894278526306) | > loss_disc_real_0: 0.23317137360572815 (0.17468710243701935) | > loss_disc_real_1: 0.2725403308868408 (0.23662006109952927) | > loss_disc_real_2: 0.320666640996933 (0.27935048192739487) | > loss_disc_real_3: 0.29093223810195923 (0.2782052829861641) | > loss_disc_real_4: 0.2577022910118103 (0.26251431554555893) | > loss_disc_real_5: 0.2805669903755188 (0.2813817672431469) | > loss_0: 2.3546676635742188 (2.331894278526306) | > loss_gen: 3.2965033054351807 (2.8439245223999023) | > loss_kl: 1.65577232837677 (1.6640861928462982) | > loss_feat: 7.311855792999268 (6.009761095046997) | > loss_mel: 21.771902084350586 (21.200639724731445) | > loss_duration: 2.2958250045776367 (2.327822685241699) | > loss_1: 36.33185958862305 (34.04623508453369)  --> STEP: 5 | > loss_disc: 2.2193374633789062 (2.309382915496826) | > loss_disc_real_0: 0.23499420285224915 (0.1867485225200653) | > loss_disc_real_1: 0.22481489181518555 (0.2342590272426605) | > loss_disc_real_2: 0.31176501512527466 (0.2858333885669708) | > loss_disc_real_3: 0.28095993399620056 (0.2787562131881714) | > loss_disc_real_4: 0.21036210656166077 (0.2520838737487793) | > loss_disc_real_5: 0.25922614336013794 (0.2769506424665451) | > loss_0: 2.2193374633789062 (2.309382915496826) | > loss_gen: 3.1024956703186035 (2.8956387519836424) | > loss_kl: 1.8130460977554321 (1.693878173828125) | > loss_feat: 5.658087730407715 (5.939426422119141) | > loss_mel: 21.216033935546875 (21.20371856689453) | > loss_duration: 2.3640236854553223 (2.3350628852844237) | > loss_1: 34.1536865234375 (34.067725372314456)  --> STEP: 6 | > loss_disc: 2.2952041625976562 (2.3070197900136313) | > loss_disc_real_0: 0.10992835462093353 (0.17394516120354334) | > loss_disc_real_1: 0.23247772455215454 (0.23396214346090952) | > loss_disc_real_2: 0.2838335335254669 (0.28550007939338684) | > loss_disc_real_3: 0.2716485559940338 (0.2775716036558151) | > loss_disc_real_4: 0.28062307834625244 (0.25684040784835815) | > loss_disc_real_5: 0.2994636297225952 (0.2807028070092201) | > loss_0: 2.2952041625976562 (2.3070197900136313) | > loss_gen: 2.953211545944214 (2.905234217643738) | > loss_kl: 1.8337187767028809 (1.7171849409739177) | > loss_feat: 7.116501808166504 (6.135605653127034) | > loss_mel: 24.10209083557129 (21.686780611673992) | > loss_duration: 2.155837059020996 (2.305191914240519) | > loss_1: 38.16136169433594 (34.74999809265137)  --> STEP: 7 | > loss_disc: 2.7767210006713867 (2.374119962964739) | > loss_disc_real_0: 0.25165510177612305 (0.18504658128534043) | > loss_disc_real_1: 0.36976271867752075 (0.2533622256347111) | > loss_disc_real_2: 0.3441797196865082 (0.293882885149547) | > loss_disc_real_3: 0.33816757798194885 (0.2862281714166914) | > loss_disc_real_4: 0.37995973229408264 (0.27442888276917593) | > loss_disc_real_5: 0.3727445602416992 (0.2938516288995743) | > loss_0: 2.7767210006713867 (2.374119962964739) | > loss_gen: 2.971200942993164 (2.9146580355507985) | > loss_kl: 1.7683560848236084 (1.7244951043810164) | > loss_feat: 4.202066421508789 (5.859385762895856) | > loss_mel: 21.090557098388672 (21.601605824061803) | > loss_duration: 2.3936290740966797 (2.3178257942199707) | > loss_1: 32.425811767578125 (34.41797147478376)  --> STEP: 8 | > loss_disc: 2.119338274002075 (2.342272251844406) | > loss_disc_real_0: 0.16183322668075562 (0.18214491195976734) | > loss_disc_real_1: 0.23737213015556335 (0.25136346369981766) | > loss_disc_real_2: 0.18627884984016418 (0.2804323807358742) | > loss_disc_real_3: 0.194688618183136 (0.27478572726249695) | > loss_disc_real_4: 0.1576416790485382 (0.2598304823040962) | > loss_disc_real_5: 0.12111148238182068 (0.2722591105848551) | > loss_0: 2.119338274002075 (2.342272251844406) | > loss_gen: 2.531818389892578 (2.866803079843521) | > loss_kl: 1.5717605352401733 (1.705403283238411) | > loss_feat: 6.361123085021973 (5.922102928161621) | > loss_mel: 18.47294807434082 (21.21052360534668) | > loss_duration: 2.189453125 (2.3017792105674744) | > loss_1: 31.127103805541992 (34.00661301612854)  --> STEP: 9 | > loss_disc: 2.169140577316284 (2.323035399119059) | > loss_disc_real_0: 0.17772150039672852 (0.18165342178609636) | > loss_disc_real_1: 0.23102200031280518 (0.24910330110126072) | > loss_disc_real_2: 0.2689937353134155 (0.27916142013337875) | > loss_disc_real_3: 0.27054935693740845 (0.2743150194485982) | > loss_disc_real_4: 0.23251736164093018 (0.2567956911193) | > loss_disc_real_5: 0.2892448902130127 (0.2741464194324281) | > loss_0: 2.169140577316284 (2.323035399119059) | > loss_gen: 3.236173629760742 (2.9078442520565457) | > loss_kl: 1.5517947673797607 (1.6883356703652277) | > loss_feat: 7.135399341583252 (6.056913640764025) | > loss_mel: 21.937721252441406 (21.29132334391276) | > loss_duration: 2.0742461681365967 (2.276497761408488) | > loss_1: 35.93533706665039 (34.220915688408745)  --> STEP: 10 | > loss_disc: 2.2665605545043945 (2.317387914657593) | > loss_disc_real_0: 0.14086559414863586 (0.17757463902235032) | > loss_disc_real_1: 0.31986090540885925 (0.2561790615320206) | > loss_disc_real_2: 0.23014046251773834 (0.2742593243718147) | > loss_disc_real_3: 0.26964083313941956 (0.27384760081768034) | > loss_disc_real_4: 0.24296073615550995 (0.255412195622921) | > loss_disc_real_5: 0.2675614058971405 (0.2734879180788994) | > loss_0: 2.2665605545043945 (2.317387914657593) | > loss_gen: 3.274970769882202 (2.9445569038391115) | > loss_kl: 1.905288577079773 (1.7100309610366822) | > loss_feat: 7.056863307952881 (6.15690860748291) | > loss_mel: 21.864856719970703 (21.348676681518555) | > loss_duration: 2.2457308769226074 (2.2734210729599) | > loss_1: 36.34770965576172 (34.43359508514404)  --> STEP: 11 | > loss_disc: 2.1637372970581055 (2.303419676694003) | > loss_disc_real_0: 0.15224464237689972 (0.17527191205458206) | > loss_disc_real_1: 0.16930106282234192 (0.2482810616493225) | > loss_disc_real_2: 0.24907976388931274 (0.27197027341886) | > loss_disc_real_3: 0.2037508338689804 (0.26747516745870764) | > loss_disc_real_4: 0.18860439956188202 (0.24933875961737198) | > loss_disc_real_5: 0.2003091275691986 (0.2668353007598357) | > loss_0: 2.1637372970581055 (2.303419676694003) | > loss_gen: 2.723269462585449 (2.924439863725142) | > loss_kl: 1.9131455421447754 (1.7284959229555996) | > loss_feat: 6.706599235534668 (6.206880482760343) | > loss_mel: 19.426433563232422 (21.173927307128906) | > loss_duration: 2.447380542755127 (2.2892355702140113) | > loss_1: 33.216827392578125 (34.32297984036532)  --> STEP: 12 | > loss_disc: 2.3284425735473633 (2.3055049180984497) | > loss_disc_real_0: 0.11734466254711151 (0.17044464126229286) | > loss_disc_real_1: 0.22685794532299042 (0.2464958019554615) | > loss_disc_real_2: 0.2618561387062073 (0.2711274288594723) | > loss_disc_real_3: 0.31387171149253845 (0.27134154612819356) | > loss_disc_real_4: 0.284432590007782 (0.2522632454832395) | > loss_disc_real_5: 0.2931790351867676 (0.26903061196208) | > loss_0: 2.3284425735473633 (2.3055049180984497) | > loss_gen: 2.8360610008239746 (2.917074958483378) | > loss_kl: 1.8591759204864502 (1.7393859227498372) | > loss_feat: 6.441550254821777 (6.226436297098796) | > loss_mel: 20.31765365600586 (21.10257116953532) | > loss_duration: 2.2378199100494385 (2.2849509318669634) | > loss_1: 33.6922607421875 (34.270419915517174)  --> STEP: 13 | > loss_disc: 2.1805574893951416 (2.2958935774289646) | > loss_disc_real_0: 0.16831976175308228 (0.1702811889923536) | > loss_disc_real_1: 0.28011032938957214 (0.24908153483500847) | > loss_disc_real_2: 0.26151612401008606 (0.2703880977172118) | > loss_disc_real_3: 0.27817314863204956 (0.2718670540131055) | > loss_disc_real_4: 0.1985095888376236 (0.24812834881819212) | > loss_disc_real_5: 0.25659647583961487 (0.2680741399526596) | > loss_0: 2.1805574893951416 (2.2958935774289646) | > loss_gen: 3.244387149810791 (2.9422528193547177) | > loss_kl: 1.936608910560608 (1.7545569218122041) | > loss_feat: 7.130002498626709 (6.295941389524019) | > loss_mel: 21.11649513244629 (21.103642243605393) | > loss_duration: 2.121095657348633 (2.272346679980938) | > loss_1: 35.54859161376953 (34.368740815382736)  --> STEP: 14 | > loss_disc: 2.187152862548828 (2.288126383508955) | > loss_disc_real_0: 0.1465267390012741 (0.16858444256441935) | > loss_disc_real_1: 0.17666982114315033 (0.24390926957130432) | > loss_disc_real_2: 0.19413065910339355 (0.2649411378162248) | > loss_disc_real_3: 0.3331528306007385 (0.2762446094836507) | > loss_disc_real_4: 0.3080114424228668 (0.25240571264709744) | > loss_disc_real_5: 0.29340168833732605 (0.26988325055156437) | > loss_0: 2.187152862548828 (2.288126383508955) | > loss_gen: 3.1095633506774902 (2.9542035715920583) | > loss_kl: 2.2330634593963623 (1.7887359602110726) | > loss_feat: 7.104045391082764 (6.353663103921073) | > loss_mel: 22.354236602783203 (21.192970412118093) | > loss_duration: 2.347994327545166 (2.277750083378383) | > loss_1: 37.148902893066406 (34.56732382093157)  --> STEP: 15 | > loss_disc: 2.5571789741516113 (2.3060632228851317) | > loss_disc_real_0: 0.3803173005580902 (0.18269996643066405) | > loss_disc_real_1: 0.2518605589866638 (0.2444393555323283) | > loss_disc_real_2: 0.2583003342151642 (0.2644984175761541) | > loss_disc_real_3: 0.207455575466156 (0.2716586738824844) | > loss_disc_real_4: 0.20714783668518066 (0.249388520916303) | > loss_disc_real_5: 0.24595075845718384 (0.26828775107860564) | > loss_0: 2.5571789741516113 (2.3060632228851317) | > loss_gen: 2.6383111476898193 (2.9331440766652426) | > loss_kl: 1.9195895195007324 (1.7974595308303833) | > loss_feat: 7.975200176239014 (6.461765575408935) | > loss_mel: 21.472929000854492 (21.211634318033855) | > loss_duration: 2.2306995391845703 (2.274613380432129) | > loss_1: 36.236724853515625 (34.67861722310384)  --> STEP: 16 | > loss_disc: 2.2173638343811035 (2.30051951110363) | > loss_disc_real_0: 0.10066555440425873 (0.17757281567901373) | > loss_disc_real_1: 0.23285166919231415 (0.2437151251360774) | > loss_disc_real_2: 0.29760897159576416 (0.2665678272023797) | > loss_disc_real_3: 0.28457558155059814 (0.2724659806117415) | > loss_disc_real_4: 0.191777303814888 (0.24578781984746456) | > loss_disc_real_5: 0.1479499489068985 (0.26076663844287395) | > loss_0: 2.2173638343811035 (2.30051951110363) | > loss_gen: 2.618629217147827 (2.913486897945404) | > loss_kl: 1.6045149564743042 (1.7854004949331284) | > loss_feat: 8.286624908447266 (6.575819283723831) | > loss_mel: 19.908185958862305 (21.130168795585632) | > loss_duration: 2.347606658935547 (2.2791754603385925) | > loss_1: 34.765560150146484 (34.684051156044006)  --> STEP: 17 | > loss_disc: 2.463763952255249 (2.3101221252890194) | > loss_disc_real_0: 0.24351748824119568 (0.18145191406502442) | > loss_disc_real_1: 0.2793046534061432 (0.24580862679902246) | > loss_disc_real_2: 0.3304029405117035 (0.27032283386763406) | > loss_disc_real_3: 0.30084124207496643 (0.27413511363899) | > loss_disc_real_4: 0.26711326837539673 (0.24704225799616644) | > loss_disc_real_5: 0.2902836799621582 (0.26250293500283184) | > loss_0: 2.463763952255249 (2.3101221252890194) | > loss_gen: 3.090909242630005 (2.923923506456263) | > loss_kl: 1.8960353136062622 (1.7919084254433126) | > loss_feat: 4.339058876037598 (6.444245142095229) | > loss_mel: 17.753713607788086 (20.931553784538718) | > loss_duration: 2.4111204147338867 (2.2869369282441983) | > loss_1: 29.49083709716797 (34.37856797611012)  --> STEP: 18 | > loss_disc: 2.0158071517944336 (2.2937712934282093) | > loss_disc_real_0: 0.0807502493262291 (0.17585737713509136) | > loss_disc_real_1: 0.2166851907968521 (0.2441906581322352) | > loss_disc_real_2: 0.18906773626804352 (0.2658086617787679) | > loss_disc_real_3: 0.27902477979660034 (0.27440676175885725) | > loss_disc_real_4: 0.2680213749408722 (0.24820776449309456) | > loss_disc_real_5: 0.2917824983596802 (0.26412957741154564) | > loss_0: 2.0158071517944336 (2.2937712934282093) | > loss_gen: 3.27831768989563 (2.9436120722028942) | > loss_kl: 1.5126315355300903 (1.7763930426703558) | > loss_feat: 8.969305038452148 (6.584526247448391) | > loss_mel: 24.688724517822266 (21.14028549194336) | > loss_duration: 2.2372241020202637 (2.2841751045650907) | > loss_1: 40.68620300292969 (34.72899214426676)  --> STEP: 19 | > loss_disc: 2.4014878273010254 (2.2994405846846733) | > loss_disc_real_0: 0.18643847107887268 (0.176414276816343) | > loss_disc_real_1: 0.24858947098255157 (0.24442217459804133) | > loss_disc_real_2: 0.2956821024417877 (0.2673809481294532) | > loss_disc_real_3: 0.34319400787353516 (0.278027143133314) | > loss_disc_real_4: 0.29296809434890747 (0.25056357132761103) | > loss_disc_real_5: 0.2534879148006439 (0.2635694899057087) | > loss_0: 2.4014878273010254 (2.2994405846846733) | > loss_gen: 3.0582878589630127 (2.949647639927111) | > loss_kl: 1.3309365510940552 (1.7529479641663401) | > loss_feat: 7.632335662841797 (6.639674111416466) | > loss_mel: 20.142215728759766 (21.08775550440738) | > loss_duration: 2.3584280014038086 (2.2880831517671285) | > loss_1: 34.5222053527832 (34.71810862892553)  --> STEP: 20 | > loss_disc: 2.2531237602233887 (2.297124743461609) | > loss_disc_real_0: 0.15229885280132294 (0.175208505615592) | > loss_disc_real_1: 0.19047079980373383 (0.24172460585832595) | > loss_disc_real_2: 0.261099249124527 (0.26706686317920686) | > loss_disc_real_3: 0.2683962285518646 (0.2775455974042415) | > loss_disc_real_4: 0.21681416034698486 (0.24887610077857972) | > loss_disc_real_5: 0.26826897263526917 (0.2638044640421867) | > loss_0: 2.2531237602233887 (2.297124743461609) | > loss_gen: 2.975174903869629 (2.950924003124237) | > loss_kl: 2.1766388416290283 (1.7741325080394745) | > loss_feat: 7.1865363121032715 (6.667017221450806) | > loss_mel: 21.636825561523438 (21.115209007263182) | > loss_duration: 2.359043598175049 (2.2916311740875246) | > loss_1: 36.3342170715332 (34.79891405105592)  --> STEP: 21 | > loss_disc: 2.5476276874542236 (2.309053455080305) | > loss_disc_real_0: 0.23515327274799347 (0.17806301833618254) | > loss_disc_real_1: 0.2726121246814728 (0.24319544008799962) | > loss_disc_real_2: 0.3300083577632904 (0.27006407720702036) | > loss_disc_real_3: 0.33664536476135254 (0.28035987204029444) | > loss_disc_real_4: 0.32562896609306335 (0.2525309991268885) | > loss_disc_real_5: 0.3019584119319916 (0.265621318703606) | > loss_0: 2.5476276874542236 (2.309053455080305) | > loss_gen: 3.048576831817627 (2.9555741378239224) | > loss_kl: 1.8746261596679688 (1.7789179200217837) | > loss_feat: 5.962963104248047 (6.633490834917341) | > loss_mel: 19.344669342041016 (21.030897594633558) | > loss_duration: 2.1655335426330566 (2.285626524970645) | > loss_1: 32.39636993408203 (34.68450718834288)  --> STEP: 22 | > loss_disc: 1.761270523071289 (2.284154230898077) | > loss_disc_real_0: 0.08291944861412048 (0.17373831062154335) | > loss_disc_real_1: 0.19176413118839264 (0.24085765331983566) | > loss_disc_real_2: 0.19316352903842926 (0.2665685977448117) | > loss_disc_real_3: 0.2587186396121979 (0.2793761796571992) | > loss_disc_real_4: 0.12487604469060898 (0.24672850119796666) | > loss_disc_real_5: 0.20884554088115692 (0.2630406015298583) | > loss_0: 1.761270523071289 (2.284154230898077) | > loss_gen: 3.2296438217163086 (2.9680318507281216) | > loss_kl: 1.5197982788085938 (1.7671397545120933) | > loss_feat: 10.291011810302734 (6.79974178834395) | > loss_mel: 21.186412811279297 (21.037966468117453) | > loss_duration: 2.1481618881225586 (2.279378132386641) | > loss_1: 38.375030517578125 (34.85225824876266)  --> STEP: 23 | > loss_disc: 2.1914472579956055 (2.280123492945796) | > loss_disc_real_0: 0.2229403555393219 (0.17587752996579462) | > loss_disc_real_1: 0.19397448003292084 (0.23881925448127414) | > loss_disc_real_2: 0.2578639090061188 (0.2661901330170424) | > loss_disc_real_3: 0.27131909132003784 (0.27902587146862695) | > loss_disc_real_4: 0.28117868304252625 (0.24822633519120837) | > loss_disc_real_5: 0.2749177813529968 (0.26355700065260346) | > loss_0: 2.1914472579956055 (2.280123492945796) | > loss_gen: 3.3771533966064453 (2.985819744027179) | > loss_kl: 2.1269888877868652 (1.7827853690023008) | > loss_feat: 8.250596046447754 (6.862822408261507) | > loss_mel: 20.91415786743164 (21.03258348547894) | > loss_duration: 2.2821669578552246 (2.279499385667884) | > loss_1: 36.9510612487793 (34.94351055311121)  --> STEP: 24 | > loss_disc: 2.5623202323913574 (2.291881690422694) | > loss_disc_real_0: 0.1584773063659668 (0.1751525206491351) | > loss_disc_real_1: 0.24082136154174805 (0.23890267560879389) | > loss_disc_real_2: 0.3005315363407135 (0.26762102482219535) | > loss_disc_real_3: 0.3429274260997772 (0.28168843624492484) | > loss_disc_real_4: 0.31034597754478455 (0.2508146536226074) | > loss_disc_real_5: 0.3804374635219574 (0.2684270199388265) | > loss_0: 2.5623202323913574 (2.291881690422694) | > loss_gen: 2.944053888320923 (2.9840795000394187) | > loss_kl: 1.5992544889450073 (1.7751382489999135) | > loss_feat: 6.344478607177734 (6.841224749883016) | > loss_mel: 21.27251434326172 (21.042580604553223) | > loss_duration: 2.428861379623413 (2.2857228020826974) | > loss_1: 34.58916091918945 (34.928745985031135)  --> STEP: 25 | > loss_disc: 2.303624153137207 (2.2923513889312748) | > loss_disc_real_0: 0.17585551738739014 (0.1751806405186653) | > loss_disc_real_1: 0.23170775175094604 (0.23861487865447997) | > loss_disc_real_2: 0.26633238792419434 (0.26756947934627534) | > loss_disc_real_3: 0.25121456384658813 (0.2804694813489914) | > loss_disc_real_4: 0.2699044942855835 (0.2515782472491264) | > loss_disc_real_5: 0.290382444858551 (0.2693052369356155) | > loss_0: 2.303624153137207 (2.2923513889312748) | > loss_gen: 2.8422751426696777 (2.978407325744629) | > loss_kl: 1.8180967569351196 (1.7768565893173218) | > loss_feat: 7.928633213043213 (6.884721088409424) | > loss_mel: 19.52975082397461 (20.98206741333008) | > loss_duration: 2.3702194690704346 (2.289102668762207) | > loss_1: 34.488975524902344 (34.91115516662599)  --> STEP: 26 | > loss_disc: 1.8210994005203247 (2.2742263124539304) | > loss_disc_real_0: 0.05284861847758293 (0.17047556274785444) | > loss_disc_real_1: 0.0769202709197998 (0.2323958552800692) | > loss_disc_real_2: 0.1044013649225235 (0.2612937826376695) | > loss_disc_real_3: 0.16955196857452393 (0.276203423165358) | > loss_disc_real_4: 0.201589897274971 (0.2496556184039666) | > loss_disc_real_5: 0.14758247137069702 (0.2646235921061955) | > loss_0: 1.8210994005203247 (2.2742263124539304) | > loss_gen: 2.866848945617676 (2.974116618816669) | > loss_kl: 2.1420769691467285 (1.7909035270030682) | > loss_feat: 18.353612899780273 (7.325832311923687) | > loss_mel: 24.235336303710938 (21.107193139883186) | > loss_duration: 2.281496047973633 (2.288810106424185) | > loss_1: 49.879371643066406 (35.486855800335235) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022445458632249105 (-6.547340979942825e-05) | > avg_loss_disc: 2.2742263124539304 (+0.008426569975339415) | > avg_loss_disc_real_0: 0.17047556274785444 (+0.07386727416171476) | > avg_loss_disc_real_1: 0.2323958552800692 (+0.10337895097640845) | > avg_loss_disc_real_2: 0.2612937826376695 (+0.07562217832757878) | > avg_loss_disc_real_3: 0.276203423165358 (+0.06428604515699238) | > avg_loss_disc_real_4: 0.2496556184039666 (+0.04912986921576354) | > avg_loss_disc_real_5: 0.2646235921061955 (+0.04364708295235259) | > avg_loss_0: 2.2742263124539304 (+0.008426569975339415) | > avg_loss_gen: 2.974116618816669 (+0.6288217168587904) | > avg_loss_kl: 1.7909035270030682 (-0.013435047406416656) | > avg_loss_feat: 7.325832311923687 (+0.029337589557353994) | > avg_loss_mel: 21.107193139883186 (+0.34786503131572744) | > avg_loss_duration: 2.288810106424185 (-0.001847478059621377) | > avg_loss_1: 35.486855800335235 (+0.9907420965341416)  > EPOCH: 61/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:37:42)   --> TIME: 2024-06-10 17:37:50 -- STEP: 19/330 -- GLOBAL_STEP: 108150 | > loss_disc: 2.098145008087158 (2.236497916673359) | > loss_disc_real_0: 0.1287636160850525 (0.11084676690791782) | > loss_disc_real_1: 0.1739402562379837 (0.1928901421396356) | > loss_disc_real_2: 0.24561840295791626 (0.21357453653686925) | > loss_disc_real_3: 0.19950555264949799 (0.2213035351351688) | > loss_disc_real_4: 0.17772315442562103 (0.21998314873168343) | > loss_disc_real_5: 0.1717059165239334 (0.22056500692116587) | > loss_0: 2.098145008087158 (2.236497916673359) | > grad_norm_0: tensor(10.6557, device='cuda:0') (tensor(10.2943, device='cuda:0')) | > loss_gen: 2.765089750289917 (2.6294736862182617) | > loss_kl: 1.5885615348815918 (1.583735792260421) | > loss_feat: 7.909475803375244 (6.908276081085205) | > loss_mel: 19.3100528717041 (20.7219699056525) | > loss_duration: 2.104008674621582 (2.2347922325134277) | > loss_1: 33.677188873291016 (34.07824767263312) | > grad_norm_1: tensor(229.2015, device='cuda:0') (tensor(151.9956, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3259 (0.3311836468546014) | > loader_time: 0.003 (0.00293622518840589)  --> TIME: 2024-06-10 17:37:58 -- STEP: 44/330 -- GLOBAL_STEP: 108175 | > loss_disc: 2.218193769454956 (2.2574596946889707) | > loss_disc_real_0: 0.13056880235671997 (0.11781552450900729) | > loss_disc_real_1: 0.1705876886844635 (0.20489421622319656) | > loss_disc_real_2: 0.21077173948287964 (0.2160351692952893) | > loss_disc_real_3: 0.20286160707473755 (0.22133113240653818) | > loss_disc_real_4: 0.1884772926568985 (0.21740470454096794) | > loss_disc_real_5: 0.2006024718284607 (0.21729237721724945) | > loss_0: 2.218193769454956 (2.2574596946889707) | > grad_norm_0: tensor(6.2862, device='cuda:0') (tensor(10.4234, device='cuda:0')) | > loss_gen: 2.6493678092956543 (2.625862105326218) | > loss_kl: 1.6495710611343384 (1.6192042231559753) | > loss_feat: 7.441607475280762 (7.038841247558594) | > loss_mel: 20.091472625732422 (20.696776780215178) | > loss_duration: 2.0316500663757324 (2.154467956586317) | > loss_1: 33.863670349121094 (34.135152339935296) | > grad_norm_1: tensor(134.1266, device='cuda:0') (tensor(139.5392, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3404 (0.3345674601468173) | > loader_time: 0.0032 (0.0031179243868047542)  --> TIME: 2024-06-10 17:38:07 -- STEP: 69/330 -- GLOBAL_STEP: 108200 | > loss_disc: 2.23317813873291 (2.252958149149798) | > loss_disc_real_0: 0.10973109304904938 (0.11529241027175516) | > loss_disc_real_1: 0.21023432910442352 (0.2042236999757048) | > loss_disc_real_2: 0.2081068903207779 (0.21688759262147156) | > loss_disc_real_3: 0.23716209828853607 (0.2198361674512642) | > loss_disc_real_4: 0.22675971686840057 (0.21450592793416287) | > loss_disc_real_5: 0.2385023534297943 (0.21494977629703024) | > loss_0: 2.23317813873291 (2.252958149149798) | > grad_norm_0: tensor(11.5851, device='cuda:0') (tensor(10.4621, device='cuda:0')) | > loss_gen: 2.665210485458374 (2.6165612504102174) | > loss_kl: 1.4489266872406006 (1.5930035079734912) | > loss_feat: 6.742465496063232 (7.072289501411327) | > loss_mel: 20.12038803100586 (20.61110753598421) | > loss_duration: 2.016747236251831 (2.128116346787715) | > loss_1: 32.993736267089844 (34.02107822031214) | > grad_norm_1: tensor(334.4661, device='cuda:0') (tensor(148.2725, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3268 (0.33859601573667664) | > loader_time: 0.0035 (0.003255097762398098)  --> TIME: 2024-06-10 17:38:16 -- STEP: 94/330 -- GLOBAL_STEP: 108225 | > loss_disc: 2.113682746887207 (2.2556784634894513) | > loss_disc_real_0: 0.11839310824871063 (0.11570032828665794) | > loss_disc_real_1: 0.21616820991039276 (0.20303922225820256) | > loss_disc_real_2: 0.2027604728937149 (0.21650148389187265) | > loss_disc_real_3: 0.23519763350486755 (0.2221841959560171) | > loss_disc_real_4: 0.21888427436351776 (0.21555928204287875) | > loss_disc_real_5: 0.21347986161708832 (0.2135886328017458) | > loss_0: 2.113682746887207 (2.2556784634894513) | > grad_norm_0: tensor(18.5329, device='cuda:0') (tensor(12.1605, device='cuda:0')) | > loss_gen: 2.7446253299713135 (2.6197279387332024) | > loss_kl: 1.5990082025527954 (1.597314785135553) | > loss_feat: 7.145650863647461 (7.079861443093482) | > loss_mel: 20.223190307617188 (20.600908847565346) | > loss_duration: 2.125941276550293 (2.115934205816147) | > loss_1: 33.838417053222656 (34.01374713410722) | > grad_norm_1: tensor(227.7381, device='cuda:0') (tensor(175.6727, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3657 (0.3407214677080195) | > loader_time: 0.0037 (0.0033766411720438207)  --> TIME: 2024-06-10 17:38:25 -- STEP: 119/330 -- GLOBAL_STEP: 108250 | > loss_disc: 2.2465786933898926 (2.2485976379458634) | > loss_disc_real_0: 0.1237322986125946 (0.11546979925963057) | > loss_disc_real_1: 0.16536234319210052 (0.20215440610376725) | > loss_disc_real_2: 0.2154366821050644 (0.21701929449033336) | > loss_disc_real_3: 0.24432949721813202 (0.22047289492202407) | > loss_disc_real_4: 0.2041817456483841 (0.21295356863186138) | > loss_disc_real_5: 0.22538456320762634 (0.2121647026608972) | > loss_0: 2.2465786933898926 (2.2485976379458634) | > grad_norm_0: tensor(13.7916, device='cuda:0') (tensor(12.9000, device='cuda:0')) | > loss_gen: 2.65525484085083 (2.6328136520225462) | > loss_kl: 1.4472674131393433 (1.5989974426622149) | > loss_feat: 7.505218029022217 (7.140009683721206) | > loss_mel: 20.585817337036133 (20.606296202715704) | > loss_duration: 2.0753915309906006 (2.1114924324660733) | > loss_1: 34.26894760131836 (34.089609338455844) | > grad_norm_1: tensor(250.6206, device='cuda:0') (tensor(183.9679, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3551 (0.343232323141659) | > loader_time: 0.0043 (0.0035029379259638427)  --> TIME: 2024-06-10 17:38:34 -- STEP: 144/330 -- GLOBAL_STEP: 108275 | > loss_disc: 2.1575076580047607 (2.2471477737029386) | > loss_disc_real_0: 0.1045396625995636 (0.11563622496194309) | > loss_disc_real_1: 0.19075645506381989 (0.20219276741974881) | > loss_disc_real_2: 0.26460522413253784 (0.21625798547433484) | > loss_disc_real_3: 0.2036426067352295 (0.2207273861600293) | > loss_disc_real_4: 0.20474311709403992 (0.21303694208876955) | > loss_disc_real_5: 0.20457866787910461 (0.21183660295274526) | > loss_0: 2.1575076580047607 (2.2471477737029386) | > grad_norm_0: tensor(21.9231, device='cuda:0') (tensor(13.3273, device='cuda:0')) | > loss_gen: 2.811908006668091 (2.639062530464596) | > loss_kl: 1.5272858142852783 (1.5970454456077678) | > loss_feat: 7.458935737609863 (7.169486562410991) | > loss_mel: 20.074892044067383 (20.58014974329207) | > loss_duration: 2.0865790843963623 (2.111689654489357) | > loss_1: 33.95960235595703 (34.097433977656905) | > grad_norm_1: tensor(314.8416, device='cuda:0') (tensor(181.4398, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3716 (0.3464524332020018) | > loader_time: 0.0041 (0.00362158649497562)  --> TIME: 2024-06-10 17:38:44 -- STEP: 169/330 -- GLOBAL_STEP: 108300 | > loss_disc: 2.157200336456299 (2.2496446956544234) | > loss_disc_real_0: 0.10843212902545929 (0.11615547431996588) | > loss_disc_real_1: 0.2114829272031784 (0.20290401331066377) | > loss_disc_real_2: 0.1759795844554901 (0.2154212344503967) | > loss_disc_real_3: 0.21466749906539917 (0.2202346078919236) | > loss_disc_real_4: 0.1934477686882019 (0.21257257858324333) | > loss_disc_real_5: 0.21428312361240387 (0.21261603839298676) | > loss_0: 2.157200336456299 (2.2496446956544234) | > grad_norm_0: tensor(10.0959, device='cuda:0') (tensor(14.0529, device='cuda:0')) | > loss_gen: 2.797200918197632 (2.6380706200232864) | > loss_kl: 1.5634499788284302 (1.5947404740124764) | > loss_feat: 7.288467884063721 (7.189696896005664) | > loss_mel: 20.42430877685547 (20.574955076860963) | > loss_duration: 2.1476542949676514 (2.1133763867722446) | > loss_1: 34.2210807800293 (34.11083951645351) | > grad_norm_1: tensor(123.8428, device='cuda:0') (tensor(190.7871, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3709 (0.3494984863777838) | > loader_time: 0.0045 (0.003718608935203778)  --> TIME: 2024-06-10 17:38:53 -- STEP: 194/330 -- GLOBAL_STEP: 108325 | > loss_disc: 2.0852909088134766 (2.242609711037467) | > loss_disc_real_0: 0.15661120414733887 (0.11584977940032162) | > loss_disc_real_1: 0.2455972135066986 (0.20292887675393484) | > loss_disc_real_2: 0.2062571793794632 (0.21498955240876405) | > loss_disc_real_3: 0.22349132597446442 (0.21921666404328397) | > loss_disc_real_4: 0.21811921894550323 (0.2115798869851938) | > loss_disc_real_5: 0.20214563608169556 (0.21183485476319322) | > loss_0: 2.0852909088134766 (2.242609711037467) | > grad_norm_0: tensor(25.0999, device='cuda:0') (tensor(14.7121, device='cuda:0')) | > loss_gen: 2.8892946243286133 (2.645284524897939) | > loss_kl: 1.6370898485183716 (1.5900747905072479) | > loss_feat: 7.811989784240723 (7.232968966985486) | > loss_mel: 21.02522850036621 (20.593485114500698) | > loss_duration: 2.1341423988342285 (2.1181157710625946) | > loss_1: 35.497745513916016 (34.17992911387966) | > grad_norm_1: tensor(268.6859, device='cuda:0') (tensor(200.1032, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.3755 (0.3530809977619918) | > loader_time: 0.0045 (0.003843313639925927)  --> TIME: 2024-06-10 17:39:03 -- STEP: 219/330 -- GLOBAL_STEP: 108350 | > loss_disc: 2.168243885040283 (2.241251294471356) | > loss_disc_real_0: 0.10159048438072205 (0.11498956273407697) | > loss_disc_real_1: 0.20193542540073395 (0.20384719790933337) | > loss_disc_real_2: 0.1958635300397873 (0.2151062638928357) | > loss_disc_real_3: 0.16968858242034912 (0.21913071500656267) | > loss_disc_real_4: 0.1693391054868698 (0.21100676780966318) | > loss_disc_real_5: 0.17771472036838531 (0.21122491931262083) | > loss_0: 2.168243885040283 (2.241251294471356) | > grad_norm_0: tensor(17.3733, device='cuda:0') (tensor(16.1490, device='cuda:0')) | > loss_gen: 2.3874294757843018 (2.648067304532822) | > loss_kl: 1.407676100730896 (1.586491717595488) | > loss_feat: 7.96284818649292 (7.274031863364999) | > loss_mel: 20.60497283935547 (20.577067449212624) | > loss_duration: 2.158219337463379 (2.1230980157852164) | > loss_1: 34.52114486694336 (34.208756337971465) | > grad_norm_1: tensor(356.5300, device='cuda:0') (tensor(209.5330, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.4035 (0.3571255631642799) | > loader_time: 0.0048 (0.003972241867622828)  --> TIME: 2024-06-10 17:39:13 -- STEP: 244/330 -- GLOBAL_STEP: 108375 | > loss_disc: 2.2896742820739746 (2.2393775377117207) | > loss_disc_real_0: 0.13023599982261658 (0.1151970912870325) | > loss_disc_real_1: 0.19640706479549408 (0.2034000221212379) | > loss_disc_real_2: 0.20689766108989716 (0.21499155962564906) | > loss_disc_real_3: 0.23455223441123962 (0.21832494730832147) | > loss_disc_real_4: 0.22653061151504517 (0.21069332816805997) | > loss_disc_real_5: 0.1986163705587387 (0.21047647114171356) | > loss_0: 2.2896742820739746 (2.2393775377117207) | > grad_norm_0: tensor(38.9496, device='cuda:0') (tensor(17.1990, device='cuda:0')) | > loss_gen: 2.5245485305786133 (2.653266800231621) | > loss_kl: 1.4663975238800049 (1.5779768111275845) | > loss_feat: 7.2168121337890625 (7.289981722831726) | > loss_mel: 19.706512451171875 (20.550192598436702) | > loss_duration: 2.121236801147461 (2.1299753379626343) | > loss_1: 33.03550720214844 (34.20139327596447) | > grad_norm_1: tensor(358.8715, device='cuda:0') (tensor(216.7371, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.4231 (0.36143519546164843) | > loader_time: 0.0055 (0.004118293035225791)  --> TIME: 2024-06-10 17:39:24 -- STEP: 269/330 -- GLOBAL_STEP: 108400 | > loss_disc: 2.1945595741271973 (2.238048782135916) | > loss_disc_real_0: 0.1019146740436554 (0.11495953590564124) | > loss_disc_real_1: 0.19489961862564087 (0.20340630218220465) | > loss_disc_real_2: 0.18777982890605927 (0.21571967698162817) | > loss_disc_real_3: 0.2097579687833786 (0.21847328006334907) | > loss_disc_real_4: 0.19933992624282837 (0.21040858538842114) | > loss_disc_real_5: 0.23457561433315277 (0.20941017928176653) | > loss_0: 2.1945595741271973 (2.238048782135916) | > grad_norm_0: tensor(12.2439, device='cuda:0') (tensor(17.0416, device='cuda:0')) | > loss_gen: 2.6231396198272705 (2.6531918873131053) | > loss_kl: 1.573898196220398 (1.5759288249848944) | > loss_feat: 7.1040120124816895 (7.325481677143991) | > loss_mel: 20.129369735717773 (20.55483671989583) | > loss_duration: 2.223433017730713 (2.136386700722364) | > loss_1: 33.65385437011719 (34.245825834876996) | > grad_norm_1: tensor(260.3827, device='cuda:0') (tensor(210.7470, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.4372 (0.3678150141549376) | > loader_time: 0.0066 (0.004299045052227036)  --> TIME: 2024-06-10 17:39:36 -- STEP: 294/330 -- GLOBAL_STEP: 108425 | > loss_disc: 2.1641550064086914 (2.2386582473508345) | > loss_disc_real_0: 0.07937078177928925 (0.11511365813361545) | > loss_disc_real_1: 0.16083964705467224 (0.2041558949720292) | > loss_disc_real_2: 0.19280433654785156 (0.2153056323224184) | > loss_disc_real_3: 0.2353573590517044 (0.21832933145112732) | > loss_disc_real_4: 0.19006426632404327 (0.21040362864732745) | > loss_disc_real_5: 0.17104724049568176 (0.20915071149261624) | > loss_0: 2.1641550064086914 (2.2386582473508345) | > grad_norm_0: tensor(10.5486, device='cuda:0') (tensor(17.1979, device='cuda:0')) | > loss_gen: 2.7170748710632324 (2.6513751477611303) | > loss_kl: 1.6697310209274292 (1.5756499856507702) | > loss_feat: 8.550241470336914 (7.3308345638975805) | > loss_mel: 20.477670669555664 (20.502854522393676) | > loss_duration: 2.273256778717041 (2.144579372843918) | > loss_1: 35.6879768371582 (34.205293616470044) | > grad_norm_1: tensor(323.9734, device='cuda:0') (tensor(215.5631, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.4741 (0.3761985512817799) | > loader_time: 0.0072 (0.004504690364915499)  --> TIME: 2024-06-10 17:39:49 -- STEP: 319/330 -- GLOBAL_STEP: 108450 | > loss_disc: 2.2812938690185547 (2.240352816716256) | > loss_disc_real_0: 0.13397306203842163 (0.11596625253885144) | > loss_disc_real_1: 0.23097147047519684 (0.204500140534673) | > loss_disc_real_2: 0.2305484116077423 (0.21502269407424798) | > loss_disc_real_3: 0.2941230237483978 (0.21835470218269803) | > loss_disc_real_4: 0.25689807534217834 (0.21057273559622638) | > loss_disc_real_5: 0.2512868046760559 (0.2088282417073892) | > loss_0: 2.2812938690185547 (2.240352816716256) | > grad_norm_0: tensor(28.9874, device='cuda:0') (tensor(17.5661, device='cuda:0')) | > loss_gen: 2.8492729663848877 (2.6508253771683257) | > loss_kl: 1.6416423320770264 (1.5762733561118194) | > loss_feat: 8.956862449645996 (7.361898949901138) | > loss_mel: 19.859825134277344 (20.44180905931049) | > loss_duration: 2.3263254165649414 (2.1572061590266465) | > loss_1: 35.63392639160156 (34.18801292132435) | > grad_norm_1: tensor(269.3094, device='cuda:0') (tensor(217.3164, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.5482 (0.38619697355551413) | > loader_time: 0.0081 (0.004727562393140643)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2971866130828857 (2.2971866130828857) | > loss_disc_real_0: 0.2011331021785736 (0.2011331021785736) | > loss_disc_real_1: 0.32131439447402954 (0.32131439447402954) | > loss_disc_real_2: 0.17719228565692902 (0.17719228565692902) | > loss_disc_real_3: 0.25458818674087524 (0.25458818674087524) | > loss_disc_real_4: 0.19328586757183075 (0.19328586757183075) | > loss_disc_real_5: 0.15657071769237518 (0.15657071769237518) | > loss_0: 2.2971866130828857 (2.2971866130828857) | > loss_gen: 3.0117440223693848 (3.0117440223693848) | > loss_kl: 1.9768927097320557 (1.9768927097320557) | > loss_feat: 8.14881706237793 (8.14881706237793) | > loss_mel: 19.55260467529297 (19.55260467529297) | > loss_duration: 2.610400676727295 (2.610400676727295) | > loss_1: 35.30046081542969 (35.30046081542969)  --> STEP: 1 | > loss_disc: 2.410512685775757 (2.410512685775757) | > loss_disc_real_0: 0.19154039025306702 (0.19154039025306702) | > loss_disc_real_1: 0.3817242681980133 (0.3817242681980133) | > loss_disc_real_2: 0.24376673996448517 (0.24376673996448517) | > loss_disc_real_3: 0.3718317747116089 (0.3718317747116089) | > loss_disc_real_4: 0.24638678133487701 (0.24638678133487701) | > loss_disc_real_5: 0.32922977209091187 (0.32922977209091187) | > loss_0: 2.410512685775757 (2.410512685775757) | > loss_gen: 3.346632957458496 (3.346632957458496) | > loss_kl: 0.9155551195144653 (0.9155551195144653) | > loss_feat: 7.193929195404053 (7.193929195404053) | > loss_mel: 21.25605583190918 (21.25605583190918) | > loss_duration: 2.334988832473755 (2.334988832473755) | > loss_1: 35.04716110229492 (35.04716110229492)  --> STEP: 2 | > loss_disc: 2.2078516483306885 (2.3091821670532227) | > loss_disc_real_0: 0.17442622780799866 (0.18298330903053284) | > loss_disc_real_1: 0.26925650238990784 (0.32549038529396057) | > loss_disc_real_2: 0.1972588300704956 (0.2205127850174904) | > loss_disc_real_3: 0.273037850856781 (0.32243481278419495) | > loss_disc_real_4: 0.23568636178970337 (0.2410365715622902) | > loss_disc_real_5: 0.2754652798175812 (0.3023475259542465) | > loss_0: 2.2078516483306885 (2.3091821670532227) | > loss_gen: 3.011026382446289 (3.1788296699523926) | > loss_kl: 1.6797038316726685 (1.297629475593567) | > loss_feat: 5.735267639160156 (6.4645984172821045) | > loss_mel: 22.49912452697754 (21.87759017944336) | > loss_duration: 2.4138026237487793 (2.374395728111267) | > loss_1: 35.33892822265625 (35.193044662475586)  --> STEP: 3 | > loss_disc: 2.0122106075286865 (2.2101916472117105) | > loss_disc_real_0: 0.10646279901266098 (0.15747647235790888) | > loss_disc_real_1: 0.4270397126674652 (0.3593401610851288) | > loss_disc_real_2: 0.19560284912586212 (0.2122094730536143) | > loss_disc_real_3: 0.11371893435716629 (0.2528628533085187) | > loss_disc_real_4: 0.14173071086406708 (0.20793461799621582) | > loss_disc_real_5: 0.1628967523574829 (0.2558639347553253) | > loss_0: 2.0122106075286865 (2.2101916472117105) | > loss_gen: 2.927473545074463 (3.0950442949930825) | > loss_kl: 1.7919037342071533 (1.4623875617980957) | > loss_feat: 7.946491718292236 (6.958562850952148) | > loss_mel: 21.90960121154785 (21.88826052347819) | > loss_duration: 2.147209644317627 (2.298667033513387) | > loss_1: 36.722679138183594 (35.70292282104492)  --> STEP: 4 | > loss_disc: 2.3014931678771973 (2.2330170273780823) | > loss_disc_real_0: 0.1646755337715149 (0.1592762377113104) | > loss_disc_real_1: 0.28284308314323425 (0.34021589159965515) | > loss_disc_real_2: 0.19508033990859985 (0.2079271897673607) | > loss_disc_real_3: 0.222489133477211 (0.2452694233506918) | > loss_disc_real_4: 0.1765623241662979 (0.20009154453873634) | > loss_disc_real_5: 0.14422404766082764 (0.2279539629817009) | > loss_0: 2.3014931678771973 (2.2330170273780823) | > loss_gen: 2.389716148376465 (2.9187122583389282) | > loss_kl: 1.8716901540756226 (1.5647132098674774) | > loss_feat: 6.238070011138916 (6.77843964099884) | > loss_mel: 21.1442928314209 (21.702268600463867) | > loss_duration: 2.233218193054199 (2.28230482339859) | > loss_1: 33.87698745727539 (35.24643898010254)  --> STEP: 5 | > loss_disc: 2.6469202041625977 (2.3157976627349854) | > loss_disc_real_0: 0.2308901846408844 (0.1735990270972252) | > loss_disc_real_1: 0.47081369161605835 (0.3663354516029358) | > loss_disc_real_2: 0.3272969126701355 (0.23180113434791566) | > loss_disc_real_3: 0.21717603504657745 (0.23965074568986894) | > loss_disc_real_4: 0.18335387110710144 (0.19674400985240936) | > loss_disc_real_5: 0.18111856281757355 (0.21858688294887543) | > loss_0: 2.6469202041625977 (2.3157976627349854) | > loss_gen: 2.4377896785736084 (2.8225277423858643) | > loss_kl: 1.8343631029129028 (1.6186431884765624) | > loss_feat: 5.608201026916504 (6.544391918182373) | > loss_mel: 19.697721481323242 (21.301359176635742) | > loss_duration: 2.327521800994873 (2.2913482189178467) | > loss_1: 31.905597686767578 (34.578270721435544)  --> STEP: 6 | > loss_disc: 2.5167999267578125 (2.349298040072123) | > loss_disc_real_0: 0.15230703353881836 (0.1700503615041574) | > loss_disc_real_1: 0.3302004039287567 (0.36031294365723926) | > loss_disc_real_2: 0.3018806576728821 (0.24348105490207672) | > loss_disc_real_3: 0.29683685302734375 (0.24918176357944807) | > loss_disc_real_4: 0.3135702610015869 (0.21621505171060562) | > loss_disc_real_5: 0.27870461344718933 (0.22860650469859442) | > loss_0: 2.5167999267578125 (2.349298040072123) | > loss_gen: 2.9390645027160645 (2.841950535774231) | > loss_kl: 1.8235212564468384 (1.6527895331382751) | > loss_feat: 6.245776176452637 (6.494622627894084) | > loss_mel: 20.992366790771484 (21.249860445658367) | > loss_duration: 2.1051831245422363 (2.260320703188578) | > loss_1: 34.10591125488281 (34.49954414367676)  --> STEP: 7 | > loss_disc: 2.2926626205444336 (2.341207265853882) | > loss_disc_real_0: 0.12961117923259735 (0.1642733354653631) | > loss_disc_real_1: 0.28558269143104553 (0.3496371933392116) | > loss_disc_real_2: 0.24944399297237396 (0.24433290319783346) | > loss_disc_real_3: 0.2916084825992584 (0.25524272343942095) | > loss_disc_real_4: 0.2740279734134674 (0.22447404052530015) | > loss_disc_real_5: 0.2127569019794464 (0.22634227573871613) | > loss_0: 2.2926626205444336 (2.341207265853882) | > loss_gen: 2.8040003776550293 (2.836529084614345) | > loss_kl: 2.589118003845215 (1.7865507432392664) | > loss_feat: 5.424501895904541 (6.341748237609863) | > loss_mel: 21.535497665405273 (21.290665762765066) | > loss_duration: 2.3177852630615234 (2.2685299260275706) | > loss_1: 34.67090606689453 (34.52402441842215)  --> STEP: 8 | > loss_disc: 1.9358844757080078 (2.2905419170856476) | > loss_disc_real_0: 0.12970301508903503 (0.1599520454183221) | > loss_disc_real_1: 0.3195230960845947 (0.3458729311823845) | > loss_disc_real_2: 0.21191415190696716 (0.24028055928647518) | > loss_disc_real_3: 0.22573058307170868 (0.25155370589345694) | > loss_disc_real_4: 0.18384090065956116 (0.2193948980420828) | > loss_disc_real_5: 0.1781887710094452 (0.22032308764755726) | > loss_0: 1.9358844757080078 (2.2905419170856476) | > loss_gen: 3.501063823699951 (2.9195959270000458) | > loss_kl: 1.793687343597412 (1.7874428182840347) | > loss_feat: 10.919013977050781 (6.913906455039978) | > loss_mel: 23.655517578125 (21.58627223968506) | > loss_duration: 2.186833143234253 (2.2583178281784058) | > loss_1: 42.056114196777344 (35.46553564071655)  --> STEP: 9 | > loss_disc: 2.398116111755371 (2.3024946053822837) | > loss_disc_real_0: 0.22527529299259186 (0.1672101840376854) | > loss_disc_real_1: 0.2583858072757721 (0.33615213963720536) | > loss_disc_real_2: 0.2727896273136139 (0.24389267795615727) | > loss_disc_real_3: 0.2463054209947586 (0.2509705631269349) | > loss_disc_real_4: 0.23453859984874725 (0.22107753157615662) | > loss_disc_real_5: 0.3304825723171234 (0.23256303038862017) | > loss_0: 2.398116111755371 (2.3024946053822837) | > loss_gen: 2.7769808769226074 (2.9037498103247747) | > loss_kl: 1.9183191061019897 (1.8019846280415852) | > loss_feat: 7.3314290046691895 (6.960297849443224) | > loss_mel: 23.33620262145996 (21.78070894877116) | > loss_duration: 2.1144676208496094 (2.2423344718085394) | > loss_1: 37.47740173339844 (35.689076317681206)  --> STEP: 10 | > loss_disc: 1.885104775428772 (2.2607556223869323) | > loss_disc_real_0: 0.07818891108036041 (0.1583080567419529) | > loss_disc_real_1: 0.31181299686431885 (0.3337182253599167) | > loss_disc_real_2: 0.18608307838439941 (0.23811171799898148) | > loss_disc_real_3: 0.20560893416404724 (0.24643440023064614) | > loss_disc_real_4: 0.1988394856452942 (0.21885372698307037) | > loss_disc_real_5: 0.1639430671930313 (0.22570103406906128) | > loss_0: 1.885104775428772 (2.2607556223869323) | > loss_gen: 3.1979403495788574 (2.933168864250183) | > loss_kl: 1.514190912246704 (1.7732052564620973) | > loss_feat: 8.66425895690918 (7.130693960189819) | > loss_mel: 21.66117286682129 (21.76875534057617) | > loss_duration: 2.2479665279388428 (2.2428976774215696) | > loss_1: 37.28553009033203 (35.84872169494629)  --> STEP: 11 | > loss_disc: 2.2630674839019775 (2.2609657916155728) | > loss_disc_real_0: 0.1500658392906189 (0.15755876424637708) | > loss_disc_real_1: 0.26462724804878235 (0.32743722742254083) | > loss_disc_real_2: 0.19782283902168274 (0.23444909263740887) | > loss_disc_real_3: 0.2462606281042099 (0.24641860276460648) | > loss_disc_real_4: 0.16245479881763458 (0.2137265516953035) | > loss_disc_real_5: 0.14281724393367767 (0.2181661440567537) | > loss_0: 2.2630674839019775 (2.2609657916155728) | > loss_gen: 2.6574525833129883 (2.908103747801347) | > loss_kl: 2.390427350997925 (1.8293163559653542) | > loss_feat: 7.790069580078125 (7.190637198361483) | > loss_mel: 20.542211532592773 (21.657251358032227) | > loss_duration: 2.4437708854675293 (2.2611588781530205) | > loss_1: 35.82393264770508 (35.846468145197086)  --> STEP: 12 | > loss_disc: 2.340024948120117 (2.267554054657618) | > loss_disc_real_0: 0.16496562957763672 (0.15817600302398205) | > loss_disc_real_1: 0.34917259216308594 (0.32924850781758624) | > loss_disc_real_2: 0.2563231289386749 (0.2362719289958477) | > loss_disc_real_3: 0.22445034980773926 (0.24458791501820087) | > loss_disc_real_4: 0.23778074979782104 (0.2157310682038466) | > loss_disc_real_5: 0.22164413332939148 (0.21845597649614015) | > loss_0: 2.340024948120117 (2.267554054657618) | > loss_gen: 2.8370492458343506 (2.9021825393040976) | > loss_kl: 1.8485454320907593 (1.8309187789758046) | > loss_feat: 6.920936584472656 (7.1681621472040815) | > loss_mel: 20.679523468017578 (21.575774033864338) | > loss_duration: 2.221210241317749 (2.2578298250834146) | > loss_1: 34.50726318359375 (35.73486773173014)  --> STEP: 13 | > loss_disc: 2.4414494037628174 (2.280930619973403) | > loss_disc_real_0: 0.2089935839176178 (0.1620850477081079) | > loss_disc_real_1: 0.41882947087287903 (0.33613935112953186) | > loss_disc_real_2: 0.2427317053079605 (0.23676883486601022) | > loss_disc_real_3: 0.20003314316272736 (0.24116062487547213) | > loss_disc_real_4: 0.1834583580493927 (0.21324855203811938) | > loss_disc_real_5: 0.1733485907316208 (0.21498617759117714) | > loss_0: 2.4414494037628174 (2.280930619973403) | > loss_gen: 2.7223098278045654 (2.8883461768810568) | > loss_kl: 1.5236196517944336 (1.8072803845772376) | > loss_feat: 6.429841041564941 (7.11136821600107) | > loss_mel: 18.926008224487305 (21.37194589468149) | > loss_duration: 2.125345230102539 (2.247638702392578) | > loss_1: 31.727123260498047 (35.42657969548152)  --> STEP: 14 | > loss_disc: 2.164243459701538 (2.272595822811127) | > loss_disc_real_0: 0.1526121348142624 (0.16140841107283319) | > loss_disc_real_1: 0.36956021189689636 (0.3385265554700579) | > loss_disc_real_2: 0.20174500346183777 (0.23426713262285506) | > loss_disc_real_3: 0.19927217066287994 (0.23816859243171556) | > loss_disc_real_4: 0.17068280279636383 (0.21020814137799398) | > loss_disc_real_5: 0.23020517826080322 (0.216073249067579) | > loss_0: 2.164243459701538 (2.272595822811127) | > loss_gen: 3.133539915084839 (2.905860015324184) | > loss_kl: 2.0891151428222656 (1.8274114387375968) | > loss_feat: 7.447442054748535 (7.135373490197318) | > loss_mel: 22.346342086791992 (21.441545622689382) | > loss_duration: 2.3648600578308105 (2.256011656352452) | > loss_1: 37.38130187988281 (35.566202708653044)  --> STEP: 15 | > loss_disc: 2.4979655742645264 (2.2876204729080203) | > loss_disc_real_0: 0.26175111532211304 (0.16809792468945187) | > loss_disc_real_1: 0.40335196256637573 (0.3428482492764791) | > loss_disc_real_2: 0.24354299902915955 (0.23488552371660867) | > loss_disc_real_3: 0.22760163247585297 (0.23746412843465806) | > loss_disc_real_4: 0.25101539492607117 (0.2129286249478658) | > loss_disc_real_5: 0.20046374201774597 (0.2150326152642568) | > loss_0: 2.4979655742645264 (2.2876204729080203) | > loss_gen: 2.8561391830444336 (2.9025452931722007) | > loss_kl: 2.078256607055664 (1.8441344499588013) | > loss_feat: 8.706232070922852 (7.24009739557902) | > loss_mel: 20.419471740722656 (21.3734073638916) | > loss_duration: 2.2709708213806152 (2.257008934020996) | > loss_1: 36.33106994628906 (35.617193857828774)  --> STEP: 16 | > loss_disc: 2.110039234161377 (2.2765216454863553) | > loss_disc_real_0: 0.0837060958147049 (0.16282343538478017) | > loss_disc_real_1: 0.2913847863674164 (0.33963178284466267) | > loss_disc_real_2: 0.2569548189640045 (0.23626485466957092) | > loss_disc_real_3: 0.24454404413700104 (0.2379066231660545) | > loss_disc_real_4: 0.18396081030368805 (0.2111181365326047) | > loss_disc_real_5: 0.19533826410770416 (0.21380171831697226) | > loss_0: 2.110039234161377 (2.2765216454863553) | > loss_gen: 2.785475969314575 (2.895228460431099) | > loss_kl: 1.7511838674545288 (1.8383250385522842) | > loss_feat: 7.99786376953125 (7.2874577939510345) | > loss_mel: 18.66533088684082 (21.204152584075928) | > loss_duration: 2.3546271324157715 (2.2631100714206696) | > loss_1: 33.554481506347656 (35.488274335861206)  --> STEP: 17 | > loss_disc: 2.7167201042175293 (2.302415672470542) | > loss_disc_real_0: 0.22597146034240723 (0.16653802508817) | > loss_disc_real_1: 0.4152880012989044 (0.34408214863608866) | > loss_disc_real_2: 0.33141449093818665 (0.24186189209713654) | > loss_disc_real_3: 0.25387364625930786 (0.2388458598185988) | > loss_disc_real_4: 0.24833226203918457 (0.2133072027388741) | > loss_disc_real_5: 0.29283633828163147 (0.21845081360901103) | > loss_0: 2.7167201042175293 (2.302415672470542) | > loss_gen: 2.5747947692871094 (2.8763794197755703) | > loss_kl: 1.3834604024887085 (1.8115682952544268) | > loss_feat: 5.60910701751709 (7.188731277690215) | > loss_mel: 19.164812088012695 (21.08419137842515) | > loss_duration: 2.381532669067383 (2.2700761065763584) | > loss_1: 31.113706588745117 (35.23094682132496)  --> STEP: 18 | > loss_disc: 1.977564811706543 (2.2843684024280977) | > loss_disc_real_0: 0.11214679479598999 (0.16351629007193777) | > loss_disc_real_1: 0.23337341845035553 (0.33793166362577015) | > loss_disc_real_2: 0.19371215999126434 (0.23918690698014367) | > loss_disc_real_3: 0.24159397184848785 (0.2389985327091482) | > loss_disc_real_4: 0.2053462117910385 (0.21286492546399435) | > loss_disc_real_5: 0.24083618819713593 (0.21969444553057352) | > loss_0: 1.977564811706543 (2.2843684024280977) | > loss_gen: 3.1980478763580322 (2.8942498895857067) | > loss_kl: 1.7404040098190308 (1.8076147238413494) | > loss_feat: 7.500555038452148 (7.206054819954766) | > loss_mel: 22.32591438293457 (21.153175989786785) | > loss_duration: 2.1838133335113525 (2.2652837302949695) | > loss_1: 36.94873809814453 (35.32637967003716)  --> STEP: 19 | > loss_disc: 2.4706051349639893 (2.2941703357194605) | > loss_disc_real_0: 0.21567077934741974 (0.16626126319169998) | > loss_disc_real_1: 0.3132367432117462 (0.33663193097240046) | > loss_disc_real_2: 0.22791573405265808 (0.23859368735238126) | > loss_disc_real_3: 0.24800477921962738 (0.23947254568338394) | > loss_disc_real_4: 0.24479705095291138 (0.21454556364762156) | > loss_disc_real_5: 0.24403442442417145 (0.22097549705128922) | > loss_0: 2.4706051349639893 (2.2941703357194605) | > loss_gen: 2.6365270614624023 (2.8806855302107963) | > loss_kl: 1.5986213684082031 (1.7966150735553943) | > loss_feat: 5.73535680770874 (7.128649661415501) | > loss_mel: 18.96087074279785 (21.037791503103154) | > loss_duration: 2.314175605773926 (2.2678569868991247) | > loss_1: 31.24555206298828 (35.11159926966617)  --> STEP: 20 | > loss_disc: 2.0858144760131836 (2.2837525427341467) | > loss_disc_real_0: 0.1800643354654312 (0.16695141680538655) | > loss_disc_real_1: 0.2448359578847885 (0.3320421323180199) | > loss_disc_real_2: 0.2366732656955719 (0.23849766626954078) | > loss_disc_real_3: 0.25163209438323975 (0.24008052311837674) | > loss_disc_real_4: 0.20570160448551178 (0.21410336568951607) | > loss_disc_real_5: 0.23009921610355377 (0.22143168300390242) | > loss_0: 2.0858144760131836 (2.2837525427341467) | > loss_gen: 3.0644092559814453 (2.8898717164993286) | > loss_kl: 1.6921796798706055 (1.7913933038711547) | > loss_feat: 7.174631118774414 (7.130948734283447) | > loss_mel: 24.105449676513672 (21.19117441177368) | > loss_duration: 2.2981464862823486 (2.269371461868286) | > loss_1: 38.33481216430664 (35.27275991439819)  --> STEP: 21 | > loss_disc: 2.493133306503296 (2.2937230552945826) | > loss_disc_real_0: 0.1876414716243744 (0.16793665751105263) | > loss_disc_real_1: 0.2776290774345398 (0.3294510344664256) | > loss_disc_real_2: 0.30059850215911865 (0.24145484893094926) | > loss_disc_real_3: 0.27965524792671204 (0.24196503382353557) | > loss_disc_real_4: 0.3266320824623108 (0.2194618760120301) | > loss_disc_real_5: 0.394897997379303 (0.22969198368844532) | > loss_0: 2.493133306503296 (2.2937230552945826) | > loss_gen: 3.350914478302002 (2.9118261337280273) | > loss_kl: 1.8826212882995605 (1.7957374936058408) | > loss_feat: 5.588742733001709 (7.057510353270031) | > loss_mel: 18.59833335876465 (21.067705790201824) | > loss_duration: 2.1256983280181885 (2.2625298840659003) | > loss_1: 31.546310424804688 (35.09530993870327)  --> STEP: 22 | > loss_disc: 2.1370999813079834 (2.286603824658828) | > loss_disc_real_0: 0.08334603160619736 (0.16409162906083194) | > loss_disc_real_1: 0.2623819410800934 (0.3264024393125014) | > loss_disc_real_2: 0.18312862515449524 (0.23880365694111044) | > loss_disc_real_3: 0.2606746554374695 (0.24281547116962346) | > loss_disc_real_4: 0.22033067047595978 (0.21950136666948145) | > loss_disc_real_5: 0.28227052092552185 (0.23208191719922153) | > loss_0: 2.1370999813079834 (2.286603824658828) | > loss_gen: 3.039224147796631 (2.9176169525493276) | > loss_kl: 1.6297886371612549 (1.7881943637674504) | > loss_feat: 9.262372970581055 (7.157731381329623) | > loss_mel: 24.136842727661133 (21.207212014631793) | > loss_duration: 2.145277500152588 (2.2572002302516587) | > loss_1: 40.213504791259766 (35.32795515927401)  --> STEP: 23 | > loss_disc: 2.331925392150879 (2.288574327593265) | > loss_disc_real_0: 0.20146164298057556 (0.16571641227473383) | > loss_disc_real_1: 0.2544736862182617 (0.3232751022214475) | > loss_disc_real_2: 0.18658387660980225 (0.23653323170931442) | > loss_disc_real_3: 0.2362169325351715 (0.24252857818551685) | > loss_disc_real_4: 0.2626514434814453 (0.22137745696565378) | > loss_disc_real_5: 0.29288357496261597 (0.2347254675367604) | > loss_0: 2.331925392150879 (2.288574327593265) | > loss_gen: 3.1543002128601074 (2.9279075290845786) | > loss_kl: 1.8117988109588623 (1.7892206440801206) | > loss_feat: 8.44419002532959 (7.21366436585136) | > loss_mel: 21.234054565429688 (21.208379082057785) | > loss_duration: 2.2947092056274414 (2.258831055267997) | > loss_1: 36.93905258178711 (35.39800287329632)  --> STEP: 24 | > loss_disc: 2.3428235054016113 (2.290834710001946) | > loss_disc_real_0: 0.10580413043498993 (0.16322006719807783) | > loss_disc_real_1: 0.47780856490135193 (0.32971399649977684) | > loss_disc_real_2: 0.22586707770824432 (0.2360888086259365) | > loss_disc_real_3: 0.22915996611118317 (0.24197155268241963) | > loss_disc_real_4: 0.23377007246017456 (0.22189381594459215) | > loss_disc_real_5: 0.2858353853225708 (0.2368550474445025) | > loss_0: 2.3428235054016113 (2.290834710001946) | > loss_gen: 3.1324615478515625 (2.9364306131998696) | > loss_kl: 1.8808362483978271 (1.7930379609266918) | > loss_feat: 9.216578483581543 (7.297119120756785) | > loss_mel: 20.63813591003418 (21.184618949890133) | > loss_duration: 2.3491392135620117 (2.2625938951969142) | > loss_1: 37.2171516418457 (35.47380073865255)  --> STEP: 25 | > loss_disc: 2.6191728115081787 (2.303968234062195) | > loss_disc_real_0: 0.2524581849575043 (0.16678959190845488) | > loss_disc_real_1: 0.3865945339202881 (0.3319892179965973) | > loss_disc_real_2: 0.2822703421115875 (0.23793606996536254) | > loss_disc_real_3: 0.3382483124732971 (0.24582262307405472) | > loss_disc_real_4: 0.2545532286167145 (0.22320019245147704) | > loss_disc_real_5: 0.22306472063064575 (0.23630343437194823) | > loss_0: 2.6191728115081787 (2.303968234062195) | > loss_gen: 3.114016056060791 (2.9435340309143068) | > loss_kl: 2.1632602214813232 (1.807846851348877) | > loss_feat: 6.583196640014648 (7.2685622215271) | > loss_mel: 20.20989418029785 (21.14562995910644) | > loss_duration: 2.355940818786621 (2.266327772140502) | > loss_1: 34.42631149291992 (35.431901168823245)  --> STEP: 26 | > loss_disc: 1.6561315059661865 (2.279051436827733) | > loss_disc_real_0: 0.085690937936306 (0.16367041290952608) | > loss_disc_real_1: 0.18562167882919312 (0.32635969725938946) | > loss_disc_real_2: 0.14231936633586884 (0.23425850444115126) | > loss_disc_real_3: 0.14020441472530365 (0.24176038429141045) | > loss_disc_real_4: 0.11450088769197464 (0.21901944996072695) | > loss_disc_real_5: 0.10437974333763123 (0.23122944625524375) | > loss_0: 1.6561315059661865 (2.279051436827733) | > loss_gen: 3.307976484298706 (2.957551048352168) | > loss_kl: 1.7123557329177856 (1.8041741160246043) | > loss_feat: 15.653329849243164 (7.591053284131563) | > loss_mel: 25.60810089111328 (21.317263456491318) | > loss_duration: 2.298569679260254 (2.2675678454912616) | > loss_1: 48.58032989501953 (35.93760996598464) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022572003878079936 (+1.26545245830831e-05) | > avg_loss_disc: 2.279051436827733 (+0.0048251243738026695) | > avg_loss_disc_real_0: 0.16367041290952608 (-0.0068051498383283615) | > avg_loss_disc_real_1: 0.32635969725938946 (+0.09396384197932026) | > avg_loss_disc_real_2: 0.23425850444115126 (-0.027035278196518242) | > avg_loss_disc_real_3: 0.24176038429141045 (-0.03444303887394756) | > avg_loss_disc_real_4: 0.21901944996072695 (-0.03063616844323966) | > avg_loss_disc_real_5: 0.23122944625524375 (-0.03339414585095177) | > avg_loss_0: 2.279051436827733 (+0.0048251243738026695) | > avg_loss_gen: 2.957551048352168 (-0.01656557046450091) | > avg_loss_kl: 1.8041741160246043 (+0.013270589021536106) | > avg_loss_feat: 7.591053284131563 (+0.2652209722078762) | > avg_loss_mel: 21.317263456491318 (+0.2100703166081317) | > avg_loss_duration: 2.2675678454912616 (-0.02124226093292325) | > avg_loss_1: 35.93760996598464 (+0.45075416564940696)  > EPOCH: 62/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:40:14)   --> TIME: 2024-06-10 17:40:20 -- STEP: 14/330 -- GLOBAL_STEP: 108475 | > loss_disc: 2.233398199081421 (2.303557906832014) | > loss_disc_real_0: 0.1339637041091919 (0.11443395540118217) | > loss_disc_real_1: 0.21268440783023834 (0.2011024323957307) | > loss_disc_real_2: 0.2103332132101059 (0.22212037018367223) | > loss_disc_real_3: 0.20547720789909363 (0.23561337058033263) | > loss_disc_real_4: 0.22785057127475739 (0.22046567712511336) | > loss_disc_real_5: 0.18992547690868378 (0.21221946605614253) | > loss_0: 2.233398199081421 (2.303557906832014) | > grad_norm_0: tensor(8.3704, device='cuda:0') (tensor(11.4008, device='cuda:0')) | > loss_gen: 2.7008514404296875 (2.542648894446237) | > loss_kl: 1.8004544973373413 (1.529619881084987) | > loss_feat: 7.4659104347229 (6.710708515984671) | > loss_mel: 20.434097290039062 (20.73056874956404) | > loss_duration: 2.157705068588257 (2.267332979610988) | > loss_1: 34.559017181396484 (33.780879429408486) | > grad_norm_1: tensor(207.9914, device='cuda:0') (tensor(130.0918, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.3584 (0.3428958995001657) | > loader_time: 0.0031 (0.00316427435193743)  --> TIME: 2024-06-10 17:40:28 -- STEP: 39/330 -- GLOBAL_STEP: 108500 | > loss_disc: 2.248119592666626 (2.2481806186529307) | > loss_disc_real_0: 0.14742565155029297 (0.10740271802896108) | > loss_disc_real_1: 0.21788381040096283 (0.19846815634996462) | > loss_disc_real_2: 0.21966616809368134 (0.2141727266403345) | > loss_disc_real_3: 0.21561521291732788 (0.22391276978529417) | > loss_disc_real_4: 0.2285744547843933 (0.2129452801667727) | > loss_disc_real_5: 0.20921044051647186 (0.21536946755189162) | > loss_0: 2.248119592666626 (2.2481806186529307) | > grad_norm_0: tensor(13.3446, device='cuda:0') (tensor(13.5517, device='cuda:0')) | > loss_gen: 2.878978729248047 (2.643585834747706) | > loss_kl: 1.3331106901168823 (1.5388161157950377) | > loss_feat: 7.593404293060303 (7.152185440063477) | > loss_mel: 20.439651489257812 (20.794485972477844) | > loss_duration: 2.118969440460205 (2.1673924372746396) | > loss_1: 34.364112854003906 (34.29646624051608) | > grad_norm_1: tensor(374.1301, device='cuda:0') (tensor(170.3532, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.347 (0.3461090112343813) | > loader_time: 0.0032 (0.003272099372668144) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_108500.pth  --> TIME: 2024-06-10 17:40:42 -- STEP: 64/330 -- GLOBAL_STEP: 108525 | > loss_disc: 2.2499523162841797 (2.2384253572672606) | > loss_disc_real_0: 0.18012477457523346 (0.1083713179687038) | > loss_disc_real_1: 0.1588037610054016 (0.2021608690265566) | > loss_disc_real_2: 0.2102024257183075 (0.21603315975517035) | > loss_disc_real_3: 0.22613289952278137 (0.222020179964602) | > loss_disc_real_4: 0.2300429344177246 (0.2105388413183391) | > loss_disc_real_5: 0.22503699362277985 (0.21226834505796432) | > loss_0: 2.2499523162841797 (2.2384253572672606) | > grad_norm_0: tensor(52.0024, device='cuda:0') (tensor(19.1787, device='cuda:0')) | > loss_gen: 2.671522617340088 (2.680834349244834) | > loss_kl: 1.7165707349777222 (1.5566813722252846) | > loss_feat: 7.740675926208496 (7.254939451813698) | > loss_mel: 21.41791343688965 (20.770736336708076) | > loss_duration: 2.082928419113159 (2.1327238231897354) | > loss_1: 35.62961196899414 (34.39591574668886) | > grad_norm_1: tensor(195.5562, device='cuda:0') (tensor(198.5747, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.3537 (0.3516200669109822) | > loader_time: 0.0038 (0.003388654440641403)  --> TIME: 2024-06-10 17:40:51 -- STEP: 89/330 -- GLOBAL_STEP: 108550 | > loss_disc: 2.1912577152252197 (2.2369884038239376) | > loss_disc_real_0: 0.08935809135437012 (0.10307799191789681) | > loss_disc_real_1: 0.15067002177238464 (0.20212865043222233) | > loss_disc_real_2: 0.2071293145418167 (0.2167308432667443) | > loss_disc_real_3: 0.21747305989265442 (0.22359258003449173) | > loss_disc_real_4: 0.18876324594020844 (0.21296230310134673) | > loss_disc_real_5: 0.16995741426944733 (0.2146106300394187) | > loss_0: 2.1912577152252197 (2.2369884038239376) | > grad_norm_0: tensor(12.0590, device='cuda:0') (tensor(17.9879, device='cuda:0')) | > loss_gen: 2.475036859512329 (2.7126826972104197) | > loss_kl: 1.4895119667053223 (1.5603604022036777) | > loss_feat: 7.284041404724121 (7.371217743734295) | > loss_mel: 20.22628402709961 (20.742576213365197) | > loss_duration: 2.103212594985962 (2.11764170078749) | > loss_1: 33.578086853027344 (34.50447901179281) | > grad_norm_1: tensor(410.3365, device='cuda:0') (tensor(217.5066, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.3321 (0.3497029958146342) | > loader_time: 0.0036 (0.0034569756368572793)  --> TIME: 2024-06-10 17:41:00 -- STEP: 114/330 -- GLOBAL_STEP: 108575 | > loss_disc: 2.2315969467163086 (2.2334514720398086) | > loss_disc_real_0: 0.14005881547927856 (0.10351395074343472) | > loss_disc_real_1: 0.21561141312122345 (0.20145748621016218) | > loss_disc_real_2: 0.2064279019832611 (0.2157171556824132) | > loss_disc_real_3: 0.18616053462028503 (0.2216860467666074) | > loss_disc_real_4: 0.18773090839385986 (0.21193494843809227) | > loss_disc_real_5: 0.1693999022245407 (0.2134887837527091) | > loss_0: 2.2315969467163086 (2.2334514720398086) | > grad_norm_0: tensor(47.5609, device='cuda:0') (tensor(19.3748, device='cuda:0')) | > loss_gen: 2.554612159729004 (2.7044728638833035) | > loss_kl: 1.6877633333206177 (1.5619860207825376) | > loss_feat: 7.2000203132629395 (7.366652710395947) | > loss_mel: 21.148921966552734 (20.631245328668967) | > loss_duration: 2.1131718158721924 (2.1121977839553576) | > loss_1: 34.70448684692383 (34.3765548739517) | > grad_norm_1: tensor(276.7101, device='cuda:0') (tensor(235.7131, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.3552 (0.3522874305122777) | > loader_time: 0.0037 (0.003507727070858604)  --> TIME: 2024-06-10 17:41:09 -- STEP: 139/330 -- GLOBAL_STEP: 108600 | > loss_disc: 2.205354690551758 (2.229727138718255) | > loss_disc_real_0: 0.08368118107318878 (0.10568175987481214) | > loss_disc_real_1: 0.1616053730249405 (0.20086491065059633) | > loss_disc_real_2: 0.17969071865081787 (0.2151831667200267) | > loss_disc_real_3: 0.17658406496047974 (0.22071067527901356) | > loss_disc_real_4: 0.19749684631824493 (0.2125581985326122) | > loss_disc_real_5: 0.21493643522262573 (0.21291347373303748) | > loss_0: 2.205354690551758 (2.229727138718255) | > grad_norm_0: tensor(13.9997, device='cuda:0') (tensor(18.6199, device='cuda:0')) | > loss_gen: 2.609029769897461 (2.6955446390796913) | > loss_kl: 1.4578756093978882 (1.5568782802966001) | > loss_feat: 7.465287685394287 (7.338389115367862) | > loss_mel: 20.169517517089844 (20.634910240447788) | > loss_duration: 2.169841766357422 (2.1123446337610705) | > loss_1: 33.871551513671875 (34.33806702044371) | > grad_norm_1: tensor(216.9518, device='cuda:0') (tensor(234.7038, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.365 (0.35360515031883183) | > loader_time: 0.0042 (0.003592551183357513)  --> TIME: 2024-06-10 17:41:19 -- STEP: 164/330 -- GLOBAL_STEP: 108625 | > loss_disc: 2.0993704795837402 (2.228972488060232) | > loss_disc_real_0: 0.1483398973941803 (0.10757321375990062) | > loss_disc_real_1: 0.2075575739145279 (0.20141367441633853) | > loss_disc_real_2: 0.23019148409366608 (0.2151949979001429) | > loss_disc_real_3: 0.19847147166728973 (0.2202840178478055) | > loss_disc_real_4: 0.1890392005443573 (0.21170174812034862) | > loss_disc_real_5: 0.2316044420003891 (0.21236428800152568) | > loss_0: 2.0993704795837402 (2.228972488060232) | > grad_norm_0: tensor(26.3925, device='cuda:0') (tensor(19.3668, device='cuda:0')) | > loss_gen: 2.8240814208984375 (2.6888347936839594) | > loss_kl: 1.5839070081710815 (1.5510912246820403) | > loss_feat: 8.093277931213379 (7.3217040416671) | > loss_mel: 20.530485153198242 (20.604002847904116) | > loss_duration: 2.1910414695739746 (2.11251505264422) | > loss_1: 35.22279357910156 (34.278148081244495) | > grad_norm_1: tensor(299.6967, device='cuda:0') (tensor(238.6612, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.366 (0.35678720764997535) | > loader_time: 0.0042 (0.0037261858219053688)  --> TIME: 2024-06-10 17:41:28 -- STEP: 189/330 -- GLOBAL_STEP: 108650 | > loss_disc: 2.2881858348846436 (2.2305029239604104) | > loss_disc_real_0: 0.13354483246803284 (0.10853383928616213) | > loss_disc_real_1: 0.22144989669322968 (0.20152301337353137) | > loss_disc_real_2: 0.21816901862621307 (0.2152567527912281) | > loss_disc_real_3: 0.25461915135383606 (0.22069518149845183) | > loss_disc_real_4: 0.22976790368556976 (0.21112382262156754) | > loss_disc_real_5: 0.24995219707489014 (0.2112594775106541) | > loss_0: 2.2881858348846436 (2.2305029239604104) | > grad_norm_0: tensor(40.1336, device='cuda:0') (tensor(20.1233, device='cuda:0')) | > loss_gen: 2.6161673069000244 (2.6847299091399655) | > loss_kl: 1.652750849723816 (1.5518546117045893) | > loss_feat: 6.747446060180664 (7.321575356538965) | > loss_mel: 19.85145378112793 (20.584625112947332) | > loss_duration: 2.1639347076416016 (2.1170027546151005) | > loss_1: 33.03175354003906 (34.25978785721714) | > grad_norm_1: tensor(241.8590, device='cuda:0') (tensor(246.7172, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.381 (0.36032065008052444) | > loader_time: 0.0048 (0.003870004068606745)  --> TIME: 2024-06-10 17:41:38 -- STEP: 214/330 -- GLOBAL_STEP: 108675 | > loss_disc: 2.4080147743225098 (2.228854701340757) | > loss_disc_real_0: 0.09306773543357849 (0.10823568875823067) | > loss_disc_real_1: 0.23907209932804108 (0.20174008503416987) | > loss_disc_real_2: 0.2359076589345932 (0.21526817671049422) | > loss_disc_real_3: 0.2323181927204132 (0.2204344361741966) | > loss_disc_real_4: 0.2520991265773773 (0.2106202663940804) | > loss_disc_real_5: 0.24355414509773254 (0.21095661547417952) | > loss_0: 2.4080147743225098 (2.228854701340757) | > grad_norm_0: tensor(7.3402, device='cuda:0') (tensor(20.6563, device='cuda:0')) | > loss_gen: 2.595086097717285 (2.6866740745918762) | > loss_kl: 1.6402044296264648 (1.5513579277234657) | > loss_feat: 6.653289794921875 (7.339481721414584) | > loss_mel: 20.169282913208008 (20.543896069036467) | > loss_duration: 2.2163493633270264 (2.1222720380141378) | > loss_1: 33.27421188354492 (34.24368192547949) | > grad_norm_1: tensor(355.4007, device='cuda:0') (tensor(253.2945, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.3869 (0.36402486752126817) | > loader_time: 0.0048 (0.003988828614493395)  --> TIME: 2024-06-10 17:41:49 -- STEP: 239/330 -- GLOBAL_STEP: 108700 | > loss_disc: 2.1501047611236572 (2.224845648310675) | > loss_disc_real_0: 0.12056247144937515 (0.10931331739141353) | > loss_disc_real_1: 0.1705179065465927 (0.20101807618739714) | > loss_disc_real_2: 0.19616985321044922 (0.21436996115800228) | > loss_disc_real_3: 0.22141869366168976 (0.21970024143801573) | > loss_disc_real_4: 0.21993060410022736 (0.21040754126205605) | > loss_disc_real_5: 0.22349418699741364 (0.21002591697491363) | > loss_0: 2.1501047611236572 (2.224845648310675) | > grad_norm_0: tensor(35.8278, device='cuda:0') (tensor(21.5873, device='cuda:0')) | > loss_gen: 2.911505937576294 (2.6876733013775547) | > loss_kl: 1.5623267889022827 (1.554557552896284) | > loss_feat: 7.767605304718018 (7.3540378474790185) | > loss_mel: 19.848064422607422 (20.51966528313928) | > loss_duration: 2.140143871307373 (2.1285650949597867) | > loss_1: 34.22964859008789 (34.244499198562416) | > grad_norm_1: tensor(529.3206, device='cuda:0') (tensor(258.7320, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.4106 (0.368339229328363) | > loader_time: 0.0053 (0.004117087839038802)  --> TIME: 2024-06-10 17:42:00 -- STEP: 264/330 -- GLOBAL_STEP: 108725 | > loss_disc: 2.188401699066162 (2.2236049008188843) | > loss_disc_real_0: 0.12030462920665741 (0.10996784952779612) | > loss_disc_real_1: 0.19288459420204163 (0.2014219185168093) | > loss_disc_real_2: 0.1745258867740631 (0.21437907811592927) | > loss_disc_real_3: 0.235507071018219 (0.21917365141438716) | > loss_disc_real_4: 0.22726260125637054 (0.2100847243811145) | > loss_disc_real_5: 0.234908327460289 (0.20884234808159596) | > loss_0: 2.188401699066162 (2.2236049008188843) | > grad_norm_0: tensor(7.0882, device='cuda:0') (tensor(21.4479, device='cuda:0')) | > loss_gen: 2.715611457824707 (2.68620873129729) | > loss_kl: 1.6279195547103882 (1.5569964191227248) | > loss_feat: 7.1758012771606445 (7.384480006767042) | > loss_mel: 19.59273910522461 (20.47902894742561) | > loss_duration: 2.237682580947876 (2.134387886885442) | > loss_1: 33.349754333496094 (34.24110213915505) | > grad_norm_1: tensor(100.1596, device='cuda:0') (tensor(258.0369, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.4297 (0.37320008873939514) | > loader_time: 0.0066 (0.004308127092592645)  --> TIME: 2024-06-10 17:42:11 -- STEP: 289/330 -- GLOBAL_STEP: 108750 | > loss_disc: 2.230361223220825 (2.226287035381094) | > loss_disc_real_0: 0.1025066003203392 (0.11073762681141856) | > loss_disc_real_1: 0.20984043180942535 (0.2037771520523876) | > loss_disc_real_2: 0.23054015636444092 (0.21493818087561317) | > loss_disc_real_3: 0.2594010829925537 (0.2184332846873359) | > loss_disc_real_4: 0.21411870419979095 (0.20956421011871945) | > loss_disc_real_5: 0.20896407961845398 (0.2083406249338368) | > loss_0: 2.230361223220825 (2.226287035381094) | > grad_norm_0: tensor(13.2459, device='cuda:0') (tensor(21.0318, device='cuda:0')) | > loss_gen: 2.681244373321533 (2.685327023370867) | > loss_kl: 1.6108043193817139 (1.560996263909917) | > loss_feat: 7.772851943969727 (7.4017244210292725) | > loss_mel: 20.118431091308594 (20.43375565023983) | > loss_duration: 2.266965627670288 (2.1420183338508476) | > loss_1: 34.450294494628906 (34.22382182480966) | > grad_norm_1: tensor(310.0831, device='cuda:0') (tensor(256.7525, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.4476 (0.3791027432082022) | > loader_time: 0.0065 (0.004469393033882326)  --> TIME: 2024-06-10 17:42:23 -- STEP: 314/330 -- GLOBAL_STEP: 108775 | > loss_disc: 2.2046196460723877 (2.226199457220212) | > loss_disc_real_0: 0.11898702383041382 (0.11130538200781603) | > loss_disc_real_1: 0.19133804738521576 (0.20465697499976795) | > loss_disc_real_2: 0.2065318077802658 (0.21492718781825085) | > loss_disc_real_3: 0.16172856092453003 (0.21829805167237656) | > loss_disc_real_4: 0.18287135660648346 (0.2095225303890598) | > loss_disc_real_5: 0.1767241209745407 (0.20765786447152962) | > loss_0: 2.2046196460723877 (2.226199457220212) | > grad_norm_0: tensor(9.0613, device='cuda:0') (tensor(20.9413, device='cuda:0')) | > loss_gen: 2.6518499851226807 (2.686384198771918) | > loss_kl: 1.5611228942871094 (1.563191053973641) | > loss_feat: 7.538311004638672 (7.433153873795916) | > loss_mel: 20.393692016601562 (20.40599793841125) | > loss_duration: 2.320560932159424 (2.1534708062554624) | > loss_1: 34.465538024902344 (34.24219802078925) | > grad_norm_1: tensor(128.0282, device='cuda:0') (tensor(256.0479, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.5038 (0.3882970286023085) | > loader_time: 0.0075 (0.004678661656227842)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.283176898956299 (2.283176898956299) | > loss_disc_real_0: 0.11471261084079742 (0.11471261084079742) | > loss_disc_real_1: 0.18312379717826843 (0.18312379717826843) | > loss_disc_real_2: 0.17400282621383667 (0.17400282621383667) | > loss_disc_real_3: 0.25436410307884216 (0.25436410307884216) | > loss_disc_real_4: 0.18010874092578888 (0.18010874092578888) | > loss_disc_real_5: 0.19113005697727203 (0.19113005697727203) | > loss_0: 2.283176898956299 (2.283176898956299) | > loss_gen: 2.103917121887207 (2.103917121887207) | > loss_kl: 1.782804250717163 (1.782804250717163) | > loss_feat: 4.553259372711182 (4.553259372711182) | > loss_mel: 15.659229278564453 (15.659229278564453) | > loss_duration: 2.7245051860809326 (2.7245051860809326) | > loss_1: 26.823713302612305 (26.823713302612305)  --> STEP: 1 | > loss_disc: 1.9857797622680664 (1.9857797622680664) | > loss_disc_real_0: 0.0841054692864418 (0.0841054692864418) | > loss_disc_real_1: 0.12498866021633148 (0.12498866021633148) | > loss_disc_real_2: 0.21511976420879364 (0.21511976420879364) | > loss_disc_real_3: 0.24648064374923706 (0.24648064374923706) | > loss_disc_real_4: 0.14165732264518738 (0.14165732264518738) | > loss_disc_real_5: 0.20325112342834473 (0.20325112342834473) | > loss_0: 1.9857797622680664 (1.9857797622680664) | > loss_gen: 2.854701042175293 (2.854701042175293) | > loss_kl: 1.810145616531372 (1.810145616531372) | > loss_feat: 7.385778903961182 (7.385778903961182) | > loss_mel: 20.802833557128906 (20.802833557128906) | > loss_duration: 2.3664968013763428 (2.3664968013763428) | > loss_1: 35.21995544433594 (35.21995544433594)  --> STEP: 2 | > loss_disc: 2.1534643173217773 (2.069622039794922) | > loss_disc_real_0: 0.08735544979572296 (0.08573045954108238) | > loss_disc_real_1: 0.1593809723854065 (0.142184816300869) | > loss_disc_real_2: 0.17644916474819183 (0.19578446447849274) | > loss_disc_real_3: 0.22108416259288788 (0.23378240317106247) | > loss_disc_real_4: 0.1452837735414505 (0.14347054809331894) | > loss_disc_real_5: 0.19910697638988495 (0.20117904990911484) | > loss_0: 2.1534643173217773 (2.069622039794922) | > loss_gen: 2.167447805404663 (2.511074423789978) | > loss_kl: 1.831990361213684 (1.821067988872528) | > loss_feat: 6.459121227264404 (6.922450065612793) | > loss_mel: 22.68773651123047 (21.745285034179688) | > loss_duration: 2.443057060241699 (2.404776930809021) | > loss_1: 35.589351654052734 (35.404653549194336)  --> STEP: 3 | > loss_disc: 1.9406102895736694 (2.0266181230545044) | > loss_disc_real_0: 0.08450718224048615 (0.08532270044088364) | > loss_disc_real_1: 0.12629511952400208 (0.13688825070858002) | > loss_disc_real_2: 0.18231582641601562 (0.19129491845766702) | > loss_disc_real_3: 0.17765939235687256 (0.21507473289966583) | > loss_disc_real_4: 0.20260590314865112 (0.163182333111763) | > loss_disc_real_5: 0.18219423294067383 (0.19485077758630118) | > loss_0: 1.9406102895736694 (2.0266181230545044) | > loss_gen: 2.864427089691162 (2.6288586457570395) | > loss_kl: 2.2068564891815186 (1.9496641556421916) | > loss_feat: 7.660851955413818 (7.168584028879802) | > loss_mel: 21.62991714477539 (21.706829071044922) | > loss_duration: 2.1721630096435547 (2.3272389570871987) | > loss_1: 36.534217834472656 (35.781174977620445)  --> STEP: 4 | > loss_disc: 1.7506873607635498 (1.9576354324817657) | > loss_disc_real_0: 0.08305349946022034 (0.08475540019571781) | > loss_disc_real_1: 0.1898544579744339 (0.1501298025250435) | > loss_disc_real_2: 0.13611359894275665 (0.17749958857893944) | > loss_disc_real_3: 0.14912672340869904 (0.19858773052692413) | > loss_disc_real_4: 0.11262311786413193 (0.15054252929985523) | > loss_disc_real_5: 0.0956052914261818 (0.17003940604627132) | > loss_0: 1.7506873607635498 (1.9576354324817657) | > loss_gen: 2.6209731101989746 (2.626887261867523) | > loss_kl: 1.5314568281173706 (1.8451123237609863) | > loss_feat: 9.40886402130127 (7.7286540269851685) | > loss_mel: 19.94353485107422 (21.266005516052246) | > loss_duration: 2.2404580116271973 (2.3055437207221985) | > loss_1: 35.74528884887695 (35.77220344543457)  --> STEP: 5 | > loss_disc: 2.3052151203155518 (2.027151370048523) | > loss_disc_real_0: 0.06833697855472565 (0.08147171586751938) | > loss_disc_real_1: 0.22777187824249268 (0.16565821766853334) | > loss_disc_real_2: 0.21691849827766418 (0.1853833705186844) | > loss_disc_real_3: 0.29035449028015137 (0.21694108247756957) | > loss_disc_real_4: 0.211666077375412 (0.16276723891496658) | > loss_disc_real_5: 0.21136298775672913 (0.17830412238836288) | > loss_0: 2.3052151203155518 (2.027151370048523) | > loss_gen: 2.318178415298462 (2.565145492553711) | > loss_kl: 1.5971843004226685 (1.7955267190933228) | > loss_feat: 4.65102481842041 (7.113128185272217) | > loss_mel: 20.551921844482422 (21.123188781738282) | > loss_duration: 2.3564696311950684 (2.3157289028167725) | > loss_1: 31.47477912902832 (34.91271858215332)  --> STEP: 6 | > loss_disc: 2.495879888534546 (2.1052727897961936) | > loss_disc_real_0: 0.11024807393550873 (0.08626777554551761) | > loss_disc_real_1: 0.22321847081184387 (0.17525159319241843) | > loss_disc_real_2: 0.2868358790874481 (0.20229212194681168) | > loss_disc_real_3: 0.33223339915275574 (0.23615646859010062) | > loss_disc_real_4: 0.30251407623291016 (0.18605837846795717) | > loss_disc_real_5: 0.33361440896987915 (0.20418917015194893) | > loss_0: 2.495879888534546 (2.1052727897961936) | > loss_gen: 2.621708869934082 (2.574572722117106) | > loss_kl: 1.8477869033813477 (1.8042367498079936) | > loss_feat: 5.592838287353516 (6.8597465356191) | > loss_mel: 21.622272491455078 (21.206369400024414) | > loss_duration: 2.104302406311035 (2.2804911533991494) | > loss_1: 33.78890609741211 (34.72541650136312)  --> STEP: 7 | > loss_disc: 2.500974178314209 (2.1618015595844815) | > loss_disc_real_0: 0.13249510526657104 (0.09287167979138237) | > loss_disc_real_1: 0.24060553312301636 (0.18458787032536098) | > loss_disc_real_2: 0.2543269991874695 (0.2097256758383342) | > loss_disc_real_3: 0.24910348653793335 (0.23800604258264815) | > loss_disc_real_4: 0.29622286558151245 (0.20179616234132222) | > loss_disc_real_5: 0.3014218211174011 (0.21807954886129924) | > loss_0: 2.500974178314209 (2.1618015595844815) | > loss_gen: 2.4364876747131348 (2.5548462867736816) | > loss_kl: 2.840580940246582 (1.952285919870649) | > loss_feat: 4.177169322967529 (6.476521219526019) | > loss_mel: 17.926565170288086 (20.73782593863351) | > loss_duration: 2.3525993824005127 (2.290792328970773) | > loss_1: 29.733402252197266 (34.01227160862514)  --> STEP: 8 | > loss_disc: 2.057493209838867 (2.1487630158662796) | > loss_disc_real_0: 0.12567631900310516 (0.09697225969284773) | > loss_disc_real_1: 0.19789201021194458 (0.18625088781118393) | > loss_disc_real_2: 0.2434374988079071 (0.21393965370953083) | > loss_disc_real_3: 0.1558988392353058 (0.22774264216423035) | > loss_disc_real_4: 0.11496073007583618 (0.19094173330813646) | > loss_disc_real_5: 0.12955288589000702 (0.20701371598988771) | > loss_0: 2.057493209838867 (2.1487630158662796) | > loss_gen: 2.59378719329834 (2.559713900089264) | > loss_kl: 1.9845514297485352 (1.9563191086053848) | > loss_feat: 8.159180641174316 (6.686853647232056) | > loss_mel: 16.88567352294922 (20.256306886672974) | > loss_duration: 2.2417078018188477 (2.2846567630767822) | > loss_1: 31.864898681640625 (33.743849992752075)  --> STEP: 9 | > loss_disc: 1.9057385921478271 (2.121760302119785) | > loss_disc_real_0: 0.1231565997004509 (0.09988163080480364) | > loss_disc_real_1: 0.13799376785755157 (0.18088898559411368) | > loss_disc_real_2: 0.17048002779483795 (0.20911080638567606) | > loss_disc_real_3: 0.22172172367572784 (0.2270736512210634) | > loss_disc_real_4: 0.16695953905582428 (0.18827704505787957) | > loss_disc_real_5: 0.17243592441082 (0.2031717391477691) | > loss_0: 1.9057385921478271 (2.121760302119785) | > loss_gen: 2.628345251083374 (2.567339605755276) | > loss_kl: 2.0055415630340576 (1.9617882702085707) | > loss_feat: 7.776847839355469 (6.807964113023546) | > loss_mel: 20.38905906677246 (20.27105712890625) | > loss_duration: 2.094865322113037 (2.2635688251919217) | > loss_1: 34.894657135009766 (33.87171745300293)  --> STEP: 10 | > loss_disc: 2.362100124359131 (2.1457942843437197) | > loss_disc_real_0: 0.08838076889514923 (0.09873154461383819) | > loss_disc_real_1: 0.1832108497619629 (0.18112117201089858) | > loss_disc_real_2: 0.2696008086204529 (0.21515980660915374) | > loss_disc_real_3: 0.25657978653907776 (0.23002426475286483) | > loss_disc_real_4: 0.21403442323207855 (0.19085278287529944) | > loss_disc_real_5: 0.29617026448249817 (0.212471591681242) | > loss_0: 2.362100124359131 (2.1457942843437197) | > loss_gen: 2.5347471237182617 (2.5640803575515747) | > loss_kl: 1.5944502353668213 (1.9250544667243958) | > loss_feat: 6.218832969665527 (6.7490509986877445) | > loss_mel: 20.5153751373291 (20.295488929748537) | > loss_duration: 2.239659309387207 (2.2611778736114503) | > loss_1: 33.103065490722656 (33.7948522567749)  --> STEP: 11 | > loss_disc: 2.5208187103271484 (2.1798874139785767) | > loss_disc_real_0: 0.06527351588010788 (0.09568990563804453) | > loss_disc_real_1: 0.16134195029735565 (0.17932306094603104) | > loss_disc_real_2: 0.27499279379844666 (0.22059916908090765) | > loss_disc_real_3: 0.21072068810462952 (0.2282693941484798) | > loss_disc_real_4: 0.2345123440027237 (0.19482183388688348) | > loss_disc_real_5: 0.29342594742774963 (0.21983107856728815) | > loss_0: 2.5208187103271484 (2.1798874139785767) | > loss_gen: 2.115116596221924 (2.52326547015797) | > loss_kl: 2.0101025104522705 (1.9327861070632935) | > loss_feat: 5.323820114135742 (6.6194845546375625) | > loss_mel: 20.606403350830078 (20.323753877119586) | > loss_duration: 2.3998117446899414 (2.273780952800404) | > loss_1: 32.45525360107422 (33.67307056080211)  --> STEP: 12 | > loss_disc: 2.26476788520813 (2.1869607865810394) | > loss_disc_real_0: 0.07132145762443542 (0.09365920163691044) | > loss_disc_real_1: 0.17231667041778564 (0.17873919506867728) | > loss_disc_real_2: 0.2327110916376114 (0.22160849596063295) | > loss_disc_real_3: 0.24951931834220886 (0.2300402211646239) | > loss_disc_real_4: 0.1951429545879364 (0.19484859394530454) | > loss_disc_real_5: 0.2591465413570404 (0.22310736713310084) | > loss_0: 2.26476788520813 (2.1869607865810394) | > loss_gen: 2.5838398933410645 (2.5283133387565613) | > loss_kl: 1.6587848663330078 (1.9099526703357697) | > loss_feat: 7.554034233093262 (6.69736369450887) | > loss_mel: 19.472000122070312 (20.252774397532146) | > loss_duration: 2.1841979026794434 (2.2663156986236572) | > loss_1: 33.45285415649414 (33.654719193776444)  --> STEP: 13 | > loss_disc: 2.1492979526519775 (2.184063645509573) | > loss_disc_real_0: 0.08118782937526703 (0.09269986530909172) | > loss_disc_real_1: 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loss_disc_real_4: 0.22470346093177795 (0.1932198368012905) | > loss_disc_real_5: 0.32049545645713806 (0.22664242078151023) | > loss_0: 2.083127975463867 (2.1768539547920227) | > loss_gen: 2.8307266235351562 (2.539449163845607) | > loss_kl: 2.2768216133117676 (1.952452872480665) | > loss_feat: 8.822726249694824 (6.916542870657785) | > loss_mel: 21.100534439086914 (20.142682756696427) | > loss_duration: 2.3288559913635254 (2.2591444083622525) | > loss_1: 37.35966491699219 (33.81027153560093)  --> STEP: 15 | > loss_disc: 2.246716260910034 (2.1815114418665567) | > loss_disc_real_0: 0.06841005384922028 (0.08779585560162863) | > loss_disc_real_1: 0.2060120552778244 (0.17930398484071094) | > loss_disc_real_2: 0.2591300904750824 (0.22379787464936574) | > loss_disc_real_3: 0.22495073080062866 (0.22159804503122965) | > loss_disc_real_4: 0.16443663835525513 (0.19130095690488816) | > loss_disc_real_5: 0.22400085628032684 (0.2264663164814313) | > loss_0: 2.246716260910034 (2.1815114418665567) | > loss_gen: 2.4595229625701904 (2.5341207504272463) | > loss_kl: 1.7505053281784058 (1.9389897028605143) | > loss_feat: 6.366551399230957 (6.879876772562663) | > loss_mel: 19.186155319213867 (20.07891426086426) | > loss_duration: 2.281195640563965 (2.2606144905090333) | > loss_1: 32.04393005371094 (33.69251543680827)  --> STEP: 16 | > loss_disc: 2.0005533695220947 (2.170201562345028) | > loss_disc_real_0: 0.029932551085948944 (0.08417939906939864) | > loss_disc_real_1: 0.11351008713245392 (0.1751918662339449) | > loss_disc_real_2: 0.1917010396718979 (0.221791822463274) | > loss_disc_real_3: 0.10793866217136383 (0.21449433360248804) | > loss_disc_real_4: 0.11328491568565369 (0.186424954328686) | > loss_disc_real_5: 0.11981908977031708 (0.21980086481198668) | > loss_0: 2.0005533695220947 (2.170201562345028) | > loss_gen: 2.5495948791503906 (2.5350878834724426) | > loss_kl: 1.7235333919525146 (1.9255236834287643) | > loss_feat: 9.602409362792969 (7.050035059452057) | > loss_mel: 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2.087454080581665 (2.187008798122406) | > loss_disc_real_0: 0.05481269583106041 (0.08060927130281925) | > loss_disc_real_1: 0.1123751848936081 (0.17124849640660816) | > loss_disc_real_2: 0.24213500320911407 (0.22646549261278576) | > loss_disc_real_3: 0.16932420432567596 (0.21299528661701414) | > loss_disc_real_4: 0.10026092082262039 (0.18674692759911218) | > loss_disc_real_5: 0.11790184676647186 (0.21677281666133139) | > loss_0: 2.087454080581665 (2.187008798122406) | > loss_gen: 2.3940205574035645 (2.5191788143581815) | > loss_kl: 1.7665749788284302 (1.9164152079158359) | > loss_feat: 8.44948673248291 (7.112060997221205) | > loss_mel: 24.673904418945312 (20.38141335381402) | > loss_duration: 2.2432804107666016 (2.2687924570507474) | > loss_1: 39.52726745605469 (34.197860399881996)  --> STEP: 19 | > loss_disc: 2.117166757583618 (2.1833329012519433) | > loss_disc_real_0: 0.07916602492332458 (0.08053331096705638) | > loss_disc_real_1: 0.16107451915740967 (0.17071302391980825) | > 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(0.18228911310434343) | > loss_disc_real_5: 0.18596602976322174 (0.21393439061939717) | > loss_0: 1.9478825330734253 (2.1715603828430177) | > loss_gen: 2.7414731979370117 (2.5259352684020997) | > loss_kl: 1.7788989543914795 (1.9143989861011506) | > loss_feat: 7.593776226043701 (7.210325384140015) | > loss_mel: 23.446903228759766 (20.522167778015138) | > loss_duration: 2.340603828430176 (2.276758754253388) | > loss_1: 37.90165710449219 (34.44958600997926)  --> STEP: 21 | > loss_disc: 2.085824728012085 (2.1674777326129733) | > loss_disc_real_0: 0.09317594766616821 (0.08006507779161136) | > loss_disc_real_1: 0.13416771590709686 (0.16838512250355311) | > loss_disc_real_2: 0.28567108511924744 (0.22913438791320437) | > loss_disc_real_3: 0.20757734775543213 (0.21244299766563235) | > loss_disc_real_4: 0.1532762497663498 (0.1809075481834866) | > loss_disc_real_5: 0.1453709602355957 (0.21066946536302567) | > loss_0: 2.085824728012085 (2.1674777326129733) | > loss_gen: 2.7499756813049316 (2.5366038594927107) | > loss_kl: 1.5942784547805786 (1.8991551512763614) | > loss_feat: 8.526727676391602 (7.273011207580566) | > loss_mel: 21.85811996459961 (20.585784548804874) | > loss_duration: 2.16566801071167 (2.271468718846639) | > loss_1: 36.894771575927734 (34.56602341788157)  --> STEP: 22 | > loss_disc: 1.9589042663574219 (2.1579971205104482) | > loss_disc_real_0: 0.0704100951552391 (0.07962621494450352) | > loss_disc_real_1: 0.21360689401626587 (0.17044065757231278) | > loss_disc_real_2: 0.24247899651527405 (0.22974096103148026) | > loss_disc_real_3: 0.10079929232597351 (0.20736828378655695) | > loss_disc_real_4: 0.08077706396579742 (0.176356162537228) | > loss_disc_real_5: 0.1634870022535324 (0.20852480794895778) | > loss_0: 1.9589042663574219 (2.1579971205104482) | > loss_gen: 2.585796594619751 (2.538839892907576) | > loss_kl: 2.136028528213501 (1.9099221229553223) | > loss_feat: 8.659337043762207 (7.336026018316096) | > loss_mel: 21.772594451904297 (20.63973045349121) | > loss_duration: 2.1504125595092773 (2.2659661661494863) | > loss_1: 37.304168701171875 (34.690484567122034)  --> STEP: 23 | > loss_disc: 2.364193916320801 (2.166962198589159) | > loss_disc_real_0: 0.13615265488624573 (0.08208388624631839) | > loss_disc_real_1: 0.24120774865150452 (0.17351748761923416) | > loss_disc_real_2: 0.22719211876392365 (0.22963014180245606) | > loss_disc_real_3: 0.20092347264289856 (0.2070880746063979) | > loss_disc_real_4: 0.20498287677764893 (0.1776008022868115) | > loss_disc_real_5: 0.2281653881072998 (0.2093787462167118) | > loss_0: 2.364193916320801 (2.166962198589159) | > loss_gen: 2.5274908542633057 (2.5383464564447817) | > loss_kl: 1.903596043586731 (1.9096470760262532) | > loss_feat: 7.528295516967773 (7.344385561735733) | > loss_mel: 18.487030029296875 (20.546134782874066) | > loss_duration: 2.30208420753479 (2.267536515774934) | > loss_1: 32.748497009277344 (34.606050325476616)  --> STEP: 24 | > loss_disc: 2.5430169105529785 (2.1826311449209848) | > loss_disc_real_0: 0.06769168376922607 (0.08148421114310621) | > loss_disc_real_1: 0.1597965955734253 (0.17294578378399214) | > loss_disc_real_2: 0.224723219871521 (0.22942568672200045) | > loss_disc_real_3: 0.2683531641960144 (0.2096407866726319) | > loss_disc_real_4: 0.2181326150894165 (0.17928962782025337) | > loss_disc_real_5: 0.26602327823638916 (0.21173893505086502) | > loss_0: 2.5430169105529785 (2.1826311449209848) | > loss_gen: 2.0744588375091553 (2.5190178056557975) | > loss_kl: 1.9420020580291748 (1.9109952002763748) | > loss_feat: 6.727525234222412 (7.318683048089345) | > loss_mel: 18.92591667175293 (20.478625694910686) | > loss_duration: 2.4166648387908936 (2.273750195900599) | > loss_1: 32.08656692504883 (34.50107185045879)  --> STEP: 25 | > loss_disc: 2.4562108516693115 (2.193574333190918) | > loss_disc_real_0: 0.1007670909166336 (0.0822555263340473) | > loss_disc_real_1: 0.16605912148952484 (0.17267031729221344) | > loss_disc_real_2: 0.26845431327819824 (0.23098683178424836) | > loss_disc_real_3: 0.20308247208595276 (0.20937845408916472) | > loss_disc_real_4: 0.1645563840866089 (0.1787002980709076) | > loss_disc_real_5: 0.1744564324617386 (0.21024763494729995) | > loss_0: 2.4562108516693115 (2.193574333190918) | > loss_gen: 2.381890058517456 (2.5135326957702637) | > loss_kl: 2.1422135829925537 (1.920243935585022) | > loss_feat: 8.404157638549805 (7.362102031707764) | > loss_mel: 20.823692321777344 (20.49242835998535) | > loss_duration: 2.3697078227996826 (2.2775885009765626) | > loss_1: 36.12166213989258 (34.56589546203614)  --> STEP: 26 | > loss_disc: 3.6845734119415283 (2.250920451604403) | > loss_disc_real_0: 0.4845639765262604 (0.09772892826451704) | > loss_disc_real_1: 0.2036665976047516 (0.17386248191961876) | > loss_disc_real_2: 0.15663062036037445 (0.22812697749871474) | > loss_disc_real_3: 0.28261682391166687 (0.21219531446695328) | > loss_disc_real_4: 0.7866940498352051 (0.2020846731387652) | > loss_disc_real_5: 0.34133604168891907 (0.21528949674505454) | > loss_0: 3.6845734119415283 (2.250920451604403) | > loss_gen: 1.93583083152771 (2.491313393299396) | > loss_kl: 1.9292362928390503 (1.9205897954794078) | > loss_feat: 13.630372047424316 (7.603189340004554) | > loss_mel: 22.460922241210938 (20.568139663109413) | > loss_duration: 2.293186902999878 (2.2781884395159206) | > loss_1: 42.24954605102539 (34.86142048468957) --> EVAL PERFORMANCE | > avg_loader_time: 0.00236205871288593 (+0.00010485832507793657) | > avg_loss_disc: 2.250920451604403 (-0.02813098522333002) | > avg_loss_disc_real_0: 0.09772892826451704 (-0.06594148464500904) | > avg_loss_disc_real_1: 0.17386248191961876 (-0.1524972153397707) | > avg_loss_disc_real_2: 0.22812697749871474 (-0.006131526942436516) | > avg_loss_disc_real_3: 0.21219531446695328 (-0.02956506982445717) | > avg_loss_disc_real_4: 0.2020846731387652 (-0.01693477682196176) | > avg_loss_disc_real_5: 0.21528949674505454 (-0.015939949510189205) | > avg_loss_0: 2.250920451604403 (-0.02813098522333002) | > avg_loss_gen: 2.491313393299396 (-0.46623765505277204) | > avg_loss_kl: 1.9205897954794078 (+0.11641567945480347) | > avg_loss_feat: 7.603189340004554 (+0.012136055872990603) | > avg_loss_mel: 20.568139663109413 (-0.749123793381905) | > avg_loss_duration: 2.2781884395159206 (+0.010620594024659091) | > avg_loss_1: 34.86142048468957 (-1.0761894812950743)  > EPOCH: 63/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:42:51)   --> TIME: 2024-06-10 17:42:55 -- STEP: 9/330 -- GLOBAL_STEP: 108800 | > loss_disc: 2.226640224456787 (2.369309743245443) | > loss_disc_real_0: 0.13299024105072021 (0.13094976709948647) | > loss_disc_real_1: 0.21093115210533142 (0.20054998331599766) | > loss_disc_real_2: 0.24145081639289856 (0.22945343454678854) | > loss_disc_real_3: 0.24802003800868988 (0.21809223459826577) | > loss_disc_real_4: 0.22442595660686493 (0.2115183456076516) | > loss_disc_real_5: 0.20433436334133148 (0.21702865262826285) | > loss_0: 2.226640224456787 (2.369309743245443) | > grad_norm_0: tensor(22.5024, device='cuda:0') (tensor(23.2312, device='cuda:0')) | > loss_gen: 2.895639181137085 (2.490976413091024) | > loss_kl: 1.571818470954895 (1.6583736207750108) | > loss_feat: 7.020756244659424 (6.252776463826497) | > loss_mel: 20.939979553222656 (20.368715710110134) | > loss_duration: 2.226382255554199 (2.3233989344702826) | > loss_1: 34.65457534790039 (33.09424188401964) | > grad_norm_1: tensor(116.8009, device='cuda:0') (tensor(143.8382, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3329 (0.3417446083492703) | > loader_time: 0.0028 (0.002959304385715061)  --> TIME: 2024-06-10 17:43:04 -- STEP: 34/330 -- GLOBAL_STEP: 108825 | > loss_disc: 2.187333106994629 (2.286683874971726) | > loss_disc_real_0: 0.07315151393413544 (0.12029667615013964) | > loss_disc_real_1: 0.1953769475221634 (0.20314235941452138) | > loss_disc_real_2: 0.19455227255821228 (0.21790246139554417) | > loss_disc_real_3: 0.23237955570220947 (0.22344337798216762) | > loss_disc_real_4: 0.23815351724624634 (0.21548062825904174) | > loss_disc_real_5: 0.19434550404548645 (0.21246614570126815) | > loss_0: 2.187333106994629 (2.286683874971726) | > grad_norm_0: tensor(11.5820, device='cuda:0') (tensor(17.3718, device='cuda:0')) | > loss_gen: 2.75789737701416 (2.59764387327082) | > loss_kl: 1.8503450155258179 (1.6504166091189665) | > loss_feat: 7.76728630065918 (6.944500965230605) | > loss_mel: 20.623353958129883 (20.48766590567196) | > loss_duration: 2.1422905921936035 (2.173390746116638) | > loss_1: 35.14117431640625 (33.85361811693977) | > grad_norm_1: tensor(119.4246, device='cuda:0') (tensor(117.7361, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3439 (0.3460438812480253) | > loader_time: 0.0032 (0.0030637488645665787)  --> TIME: 2024-06-10 17:43:13 -- STEP: 59/330 -- GLOBAL_STEP: 108850 | > loss_disc: 2.2675533294677734 (2.2689921573057004) | > loss_disc_real_0: 0.10155068337917328 (0.11578550240245916) | > loss_disc_real_1: 0.23357653617858887 (0.2030769268334922) | > loss_disc_real_2: 0.22656530141830444 (0.2177032760139239) | > loss_disc_real_3: 0.21074546873569489 (0.22190480565620682) | > loss_disc_real_4: 0.21702317893505096 (0.21436503327499) | > loss_disc_real_5: 0.23658573627471924 (0.21238792826563624) | > loss_0: 2.2675533294677734 (2.2689921573057004) | > grad_norm_0: tensor(20.5083, device='cuda:0') (tensor(16.4550, device='cuda:0')) | > loss_gen: 2.7400734424591064 (2.603680845034325) | > loss_kl: 1.5760700702667236 (1.6168841850959648) | > loss_feat: 7.30408239364624 (7.048489950471005) | > loss_mel: 19.95176124572754 (20.540431491399215) | > loss_duration: 2.064234733581543 (2.1337104005328698) | > loss_1: 33.63622283935547 (33.94319679777501) | > grad_norm_1: tensor(266.5028, device='cuda:0') (tensor(149.4660, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3625 (0.34816652637417034) | > loader_time: 0.0033 (0.003177323583829201)  --> TIME: 2024-06-10 17:43:22 -- STEP: 84/330 -- GLOBAL_STEP: 108875 | > loss_disc: 2.083399772644043 (2.2468746559960486) | > loss_disc_real_0: 0.08324907720088959 (0.11614790319332055) | > loss_disc_real_1: 0.14879725873470306 (0.2017706096881912) | > loss_disc_real_2: 0.20073555409908295 (0.21520798263095675) | > loss_disc_real_3: 0.19978943467140198 (0.22163844729463258) | > loss_disc_real_4: 0.19483816623687744 (0.2140917613037995) | > loss_disc_real_5: 0.17944647371768951 (0.2111115918627807) | > loss_0: 2.083399772644043 (2.2468746559960486) | > grad_norm_0: tensor(14.0497, device='cuda:0') (tensor(15.9839, device='cuda:0')) | > loss_gen: 2.5953826904296875 (2.620976209640503) | > loss_kl: 1.5778290033340454 (1.6104939466431027) | > loss_feat: 7.312253475189209 (7.140656119301205) | > loss_mel: 20.698198318481445 (20.538338275182817) | > loss_duration: 2.1591532230377197 (2.116218298673631) | > loss_1: 34.34281539916992 (34.026682785579126) | > grad_norm_1: tensor(110.7756, device='cuda:0') (tensor(165.2915, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3534 (0.3519034527596973) | > loader_time: 0.0043 (0.0033415641103472027)  --> TIME: 2024-06-10 17:43:31 -- STEP: 109/330 -- GLOBAL_STEP: 108900 | > loss_disc: 2.0453031063079834 (2.226961224450976) | > loss_disc_real_0: 0.10677378624677658 (0.11532742024288264) | > loss_disc_real_1: 0.18696267902851105 (0.20143992364953417) | > loss_disc_real_2: 0.21968992054462433 (0.21386536080902868) | > loss_disc_real_3: 0.19252359867095947 (0.21816523605530416) | > loss_disc_real_4: 0.1743571013212204 (0.21026718753193496) | > loss_disc_real_5: 0.17894765734672546 (0.2095848998618782) | > loss_0: 2.0453031063079834 (2.226961224450976) | > grad_norm_0: tensor(15.9435, device='cuda:0') (tensor(16.6533, device='cuda:0')) | > loss_gen: 2.736238956451416 (2.648355462135525) | > loss_kl: 1.5796345472335815 (1.6133544302861624) | > loss_feat: 8.368925094604492 (7.268989011782025) | > loss_mel: 21.035888671875 (20.561553132643386) | > loss_duration: 2.0278289318084717 (2.110178723247775) | > loss_1: 35.74851608276367 (34.20243074259626) | > grad_norm_1: tensor(95.6458, device='cuda:0') (tensor(183.7226, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3589 (0.35466846632301263) | > loader_time: 0.004 (0.003439811391567965)  --> TIME: 2024-06-10 17:43:41 -- STEP: 134/330 -- GLOBAL_STEP: 108925 | > loss_disc: 2.312849283218384 (2.230138950383485) | > loss_disc_real_0: 0.12203025817871094 (0.11565504089665057) | > loss_disc_real_1: 0.19694514572620392 (0.20252111787671473) | > loss_disc_real_2: 0.24031759798526764 (0.21403105067673014) | > loss_disc_real_3: 0.22595436871051788 (0.21813578080775134) | > loss_disc_real_4: 0.21494224667549133 (0.20972107417547878) | > loss_disc_real_5: 0.20282667875289917 (0.20944631666834676) | > loss_0: 2.312849283218384 (2.230138950383485) | > grad_norm_0: tensor(31.2396, device='cuda:0') (tensor(16.8063, device='cuda:0')) | > loss_gen: 2.576975107192993 (2.6521155549519095) | > loss_kl: 1.6064001321792603 (1.6094605388926035) | > loss_feat: 6.93078088760376 (7.2775421106993265) | > loss_mel: 20.3267879486084 (20.587936814151586) | > loss_duration: 2.107863187789917 (2.108400884848924) | > loss_1: 33.548805236816406 (34.23545591155096) | > grad_norm_1: tensor(177.4306, device='cuda:0') (tensor(190.6442, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3707 (0.35668696396386446) | > loader_time: 0.0038 (0.0035606658280785404)  --> TIME: 2024-06-10 17:43:50 -- STEP: 159/330 -- GLOBAL_STEP: 108950 | > loss_disc: 2.315784454345703 (2.222470353234489) | > loss_disc_real_0: 0.1848079264163971 (0.1156552181397594) | > loss_disc_real_1: 0.21657197177410126 (0.2037274893724693) | > loss_disc_real_2: 0.2294546216726303 (0.21375076275951457) | > loss_disc_real_3: 0.2001967877149582 (0.21625908834379423) | > loss_disc_real_4: 0.18643251061439514 (0.2078240174542433) | > loss_disc_real_5: 0.1927746832370758 (0.2078157882645445) | > loss_0: 2.315784454345703 (2.222470353234489) | > grad_norm_0: tensor(30.6150, device='cuda:0') (tensor(17.2972, device='cuda:0')) | > loss_gen: 2.6515512466430664 (2.667878825709506) | > loss_kl: 1.5946637392044067 (1.604029384798974) | > loss_feat: 7.765136241912842 (7.339043623246487) | > loss_mel: 20.0814208984375 (20.613364021733112) | > loss_duration: 2.0898828506469727 (2.1088223089961895) | > loss_1: 34.182655334472656 (34.333138195973525) | > grad_norm_1: tensor(417.9081, device='cuda:0') (tensor(195.1635, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3699 (0.35906310501338545) | > loader_time: 0.004 (0.003647220959453463)  --> TIME: 2024-06-10 17:44:00 -- STEP: 184/330 -- GLOBAL_STEP: 108975 | > loss_disc: 2.106161117553711 (2.221485207262247) | > loss_disc_real_0: 0.08429372310638428 (0.11321985385502162) | > loss_disc_real_1: 0.19390900433063507 (0.2042625535117543) | > loss_disc_real_2: 0.2462773472070694 (0.21364691934507826) | > loss_disc_real_3: 0.22383268177509308 (0.21756932552417982) | > loss_disc_real_4: 0.20517440140247345 (0.20848362909063048) | > loss_disc_real_5: 0.1845790147781372 (0.20812918221497018) | > loss_0: 2.106161117553711 (2.221485207262247) | > grad_norm_0: tensor(7.0268, device='cuda:0') (tensor(17.8708, device='cuda:0')) | > loss_gen: 2.8668246269226074 (2.6799138875111295) | > loss_kl: 1.5284228324890137 (1.5935752592656927) | > loss_feat: 7.345067977905273 (7.355558242486871) | > loss_mel: 20.414731979370117 (20.577621822771818) | > loss_duration: 2.1313858032226562 (2.113542895602145) | > loss_1: 34.286434173583984 (34.32021216724232) | > grad_norm_1: tensor(152.7594, device='cuda:0') (tensor(201.3194, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.3778 (0.36152421002802626) | > loader_time: 0.0042 (0.003768390935400258)  --> TIME: 2024-06-10 17:44:10 -- STEP: 209/330 -- GLOBAL_STEP: 109000 | > loss_disc: 2.062859058380127 (2.219704945692034) | > loss_disc_real_0: 0.09985971450805664 (0.11243884985526784) | > loss_disc_real_1: 0.182658851146698 (0.20474596428528924) | > loss_disc_real_2: 0.20642957091331482 (0.21361409726610595) | > loss_disc_real_3: 0.206678569316864 (0.21758720228831735) | > loss_disc_real_4: 0.20759223401546478 (0.2086388992065448) | > loss_disc_real_5: 0.19514070451259613 (0.20818755679438558) | > loss_0: 2.062859058380127 (2.219704945692034) | > grad_norm_0: tensor(13.3812, device='cuda:0') (tensor(18.4451, device='cuda:0')) | > loss_gen: 2.9321417808532715 (2.6896598441749098) | > loss_kl: 1.4242072105407715 (1.5916381857611919) | > loss_feat: 8.037313461303711 (7.3751426130961) | > loss_mel: 20.91567611694336 (20.530343498339498) | > loss_duration: 2.1771388053894043 (2.119056717060401) | > loss_1: 35.48647689819336 (34.305840898358646) | > grad_norm_1: tensor(118.9211, device='cuda:0') (tensor(205.9026, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.4061 (0.3648370954978978) | > loader_time: 0.005 (0.0038917327041260935) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_109000.pth  --> TIME: 2024-06-10 17:44:25 -- STEP: 234/330 -- GLOBAL_STEP: 109025 | > loss_disc: 2.367788076400757 (2.2190999541527168) | > loss_disc_real_0: 0.15774989128112793 (0.11259801482033525) | > loss_disc_real_1: 0.23229627311229706 (0.20459306583954734) | > loss_disc_real_2: 0.26385653018951416 (0.21368748630978104) | > loss_disc_real_3: 0.24063706398010254 (0.21796294244436118) | > loss_disc_real_4: 0.221848726272583 (0.20912736609705493) | > loss_disc_real_5: 0.2265433371067047 (0.20823377160689768) | > loss_0: 2.367788076400757 (2.2190999541527168) | > grad_norm_0: tensor(11.0822, device='cuda:0') (tensor(17.9708, device='cuda:0')) | > loss_gen: 2.6190803050994873 (2.6885009127804356) | > loss_kl: 1.39206862449646 (1.5841628883638954) | > loss_feat: 6.573039531707764 (7.371950577466916) | > loss_mel: 19.67469596862793 (20.488071580218456) | > loss_duration: 2.1927247047424316 (2.1255260986140656) | > loss_1: 32.45161056518555 (34.258212113991775) | > grad_norm_1: tensor(210.8745, device='cuda:0') (tensor(207.1533, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.4061 (0.3690502898305908) | > loader_time: 0.0053 (0.004056475101373134)  --> TIME: 2024-06-10 17:44:35 -- STEP: 259/330 -- GLOBAL_STEP: 109050 | > loss_disc: 2.3235390186309814 (2.2214445934332456) | > loss_disc_real_0: 0.1091175526380539 (0.11333394309498629) | > loss_disc_real_1: 0.23471732437610626 (0.2047138754350338) | > loss_disc_real_2: 0.2399420291185379 (0.2138719738220156) | > loss_disc_real_3: 0.23971502482891083 (0.21774877055501385) | > loss_disc_real_4: 0.23447662591934204 (0.2087848907962269) | > loss_disc_real_5: 0.2531191110610962 (0.20782867632087132) | > loss_0: 2.3235390186309814 (2.2214445934332456) | > grad_norm_0: tensor(23.0142, device='cuda:0') (tensor(18.2065, device='cuda:0')) | > loss_gen: 2.4322071075439453 (2.684220469596303) | > loss_kl: 1.7477750778198242 (1.5787122291027351) | > loss_feat: 6.750482082366943 (7.379891213302907) | > loss_mel: 19.335094451904297 (20.457043459976965) | > loss_duration: 2.219237804412842 (2.131393782880776) | > loss_1: 32.48479461669922 (34.23126119076055) | > grad_norm_1: tensor(251.3611, device='cuda:0') (tensor(215.2699, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.4156 (0.37309044760626703) | > loader_time: 0.0058 (0.004205015175130836)  --> TIME: 2024-06-10 17:44:46 -- STEP: 284/330 -- GLOBAL_STEP: 109075 | > loss_disc: 2.2444419860839844 (2.221765414509972) | > loss_disc_real_0: 0.11733760684728622 (0.11307838163010671) | > loss_disc_real_1: 0.23497439920902252 (0.20426791266236505) | > loss_disc_real_2: 0.20566391944885254 (0.21377707304249344) | > loss_disc_real_3: 0.23906497657299042 (0.21777694562161476) | > loss_disc_real_4: 0.21945172548294067 (0.20891983366348377) | > loss_disc_real_5: 0.21327316761016846 (0.207925687793275) | > loss_0: 2.2444419860839844 (2.221765414509972) | > grad_norm_0: tensor(16.6693, device='cuda:0') (tensor(19.1930, device='cuda:0')) | > loss_gen: 2.8890888690948486 (2.686977415857181) | > loss_kl: 1.6920047998428345 (1.5763757724157519) | > loss_feat: 7.907960891723633 (7.411663273690452) | > loss_mel: 20.037832260131836 (20.431765556335463) | > loss_duration: 2.2302727699279785 (2.139073885242704) | > loss_1: 34.75716018676758 (34.24585596272643) | > grad_norm_1: tensor(291.8329, device='cuda:0') (tensor(224.7321, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.4355 (0.3790753886733256) | > loader_time: 0.0064 (0.004372453185873972)  --> TIME: 2024-06-10 17:44:58 -- STEP: 309/330 -- GLOBAL_STEP: 109100 | > loss_disc: 2.304499864578247 (2.224641310358508) | > loss_disc_real_0: 0.1718498170375824 (0.11386230211813474) | > loss_disc_real_1: 0.20274873077869415 (0.20471029104152544) | > loss_disc_real_2: 0.23711946606636047 (0.21454836326895407) | > loss_disc_real_3: 0.2046034336090088 (0.21760121031293597) | > loss_disc_real_4: 0.19425979256629944 (0.20797717797910512) | > loss_disc_real_5: 0.20399165153503418 (0.20727599072224887) | > loss_0: 2.304499864578247 (2.224641310358508) | > grad_norm_0: tensor(15.6799, device='cuda:0') (tensor(20.5590, device='cuda:0')) | > loss_gen: 2.873460292816162 (2.6921682280629975) | > loss_kl: 1.467714786529541 (1.5727717263027297) | > loss_feat: 7.497708320617676 (7.453416847488255) | > loss_mel: 19.09302520751953 (20.423728047836956) | > loss_duration: 2.3115224838256836 (2.149408531420439) | > loss_1: 33.243431091308594 (34.29149341274622) | > grad_norm_1: tensor(597.2959, device='cuda:0') (tensor(236.0812, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.4793 (0.38661408424377436) | > loader_time: 0.0074 (0.0045594304896481195)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.625070095062256 (2.625070095062256) | > loss_disc_real_0: 0.2682468891143799 (0.2682468891143799) | > loss_disc_real_1: 0.3544714152812958 (0.3544714152812958) | > loss_disc_real_2: 0.36135995388031006 (0.36135995388031006) | > loss_disc_real_3: 0.26145777106285095 (0.26145777106285095) | > loss_disc_real_4: 0.23020096123218536 (0.23020096123218536) | > loss_disc_real_5: 0.2822313904762268 (0.2822313904762268) | > loss_0: 2.625070095062256 (2.625070095062256) | > loss_gen: 2.7944540977478027 (2.7944540977478027) | > loss_kl: 1.362883448600769 (1.362883448600769) | > loss_feat: 4.226535797119141 (4.226535797119141) | > loss_mel: 16.431303024291992 (16.431303024291992) | > loss_duration: 2.756659507751465 (2.756659507751465) | > loss_1: 27.571834564208984 (27.571834564208984)  --> STEP: 1 | > loss_disc: 2.1032629013061523 (2.1032629013061523) | > loss_disc_real_0: 0.07496820390224457 (0.07496820390224457) | > loss_disc_real_1: 0.16887317597866058 (0.16887317597866058) | > loss_disc_real_2: 0.2454356700181961 (0.2454356700181961) | > loss_disc_real_3: 0.2478312849998474 (0.2478312849998474) | > loss_disc_real_4: 0.22838568687438965 (0.22838568687438965) | > loss_disc_real_5: 0.22463513910770416 (0.22463513910770416) | > loss_0: 2.1032629013061523 (2.1032629013061523) | > loss_gen: 2.8048453330993652 (2.8048453330993652) | > loss_kl: 2.3220417499542236 (2.3220417499542236) | > loss_feat: 7.105179309844971 (7.105179309844971) | > loss_mel: 21.233539581298828 (21.233539581298828) | > loss_duration: 2.349604606628418 (2.349604606628418) | > loss_1: 35.81521224975586 (35.81521224975586)  --> STEP: 2 | > loss_disc: 2.2389297485351562 (2.1710963249206543) | > loss_disc_real_0: 0.13782285153865814 (0.10639552772045135) | > loss_disc_real_1: 0.24956224858760834 (0.20921771228313446) | > loss_disc_real_2: 0.2617092728614807 (0.2535724714398384) | > loss_disc_real_3: 0.25537198781967163 (0.2516016364097595) | > loss_disc_real_4: 0.2734847068786621 (0.2509351968765259) | > loss_disc_real_5: 0.24475988745689392 (0.23469751328229904) | > loss_0: 2.2389297485351562 (2.1710963249206543) | > loss_gen: 2.8885996341705322 (2.8467224836349487) | > loss_kl: 1.779557466506958 (2.050799608230591) | > loss_feat: 5.506691932678223 (6.305935621261597) | > loss_mel: 23.386959075927734 (22.31024932861328) | > loss_duration: 2.417994737625122 (2.38379967212677) | > loss_1: 35.97980499267578 (35.89750862121582)  --> STEP: 3 | > loss_disc: 2.3098278045654297 (2.2173401514689126) | > loss_disc_real_0: 0.14129889011383057 (0.11802998185157776) | > loss_disc_real_1: 0.2949638366699219 (0.23779975374539694) | > loss_disc_real_2: 0.13461077213287354 (0.21391857167085013) | > loss_disc_real_3: 0.18783028423786163 (0.2303445190191269) | > loss_disc_real_4: 0.2876376509666443 (0.2631693482398987) | > loss_disc_real_5: 0.2644129991531372 (0.2446026752392451) | > loss_0: 2.3098278045654297 (2.2173401514689126) | > loss_gen: 2.470611810684204 (2.7213522593180337) | > loss_kl: 1.9938397407531738 (2.0318129857381186) | > loss_feat: 5.883709907531738 (6.1651937166849775) | > loss_mel: 20.889190673828125 (21.836563110351562) | > loss_duration: 2.164557456970215 (2.3107189337412515) | > loss_1: 33.40190887451172 (35.06564203898112)  --> STEP: 4 | > loss_disc: 2.1015396118164062 (2.188390016555786) | > loss_disc_real_0: 0.13501930236816406 (0.12227731198072433) | > loss_disc_real_1: 0.259351909160614 (0.2431877925992012) | > loss_disc_real_2: 0.20052345097064972 (0.21056979149580002) | > loss_disc_real_3: 0.17800334095954895 (0.2172592245042324) | > loss_disc_real_4: 0.2556949853897095 (0.2613007575273514) | > loss_disc_real_5: 0.2299087643623352 (0.24092919752001762) | > loss_0: 2.1015396118164062 (2.188390016555786) | > loss_gen: 2.823998212814331 (2.747013747692108) | > loss_kl: 1.5579403638839722 (1.913344830274582) | > loss_feat: 6.64523458480835 (6.28520393371582) | > loss_mel: 21.687397003173828 (21.79927158355713) | > loss_duration: 2.2204315662384033 (2.2881470918655396) | > loss_1: 34.935001373291016 (35.032981872558594)  --> STEP: 5 | > loss_disc: 1.7594119310379028 (2.1025943994522094) | > loss_disc_real_0: 0.13171766698360443 (0.12416538298130035) | > loss_disc_real_1: 0.248648539185524 (0.24427994191646576) | > loss_disc_real_2: 0.2055591195821762 (0.20956765711307526) | > loss_disc_real_3: 0.1551930457353592 (0.20484598875045776) | > loss_disc_real_4: 0.13470514118671417 (0.23598163425922394) | > loss_disc_real_5: 0.10799896717071533 (0.21434315145015717) | > loss_0: 1.7594119310379028 (2.1025943994522094) | > loss_gen: 3.0830066204071045 (2.8142123222351074) | > loss_kl: 1.6890318393707275 (1.868482232093811) | > loss_feat: 8.458932876586914 (6.719949722290039) | > loss_mel: 21.460205078125 (21.731458282470705) | > loss_duration: 2.2735002040863037 (2.2852177143096926) | > loss_1: 36.96467590332031 (35.41932067871094)  --> STEP: 6 | > loss_disc: 2.21466064453125 (2.121272106965383) | > loss_disc_real_0: 0.1571047306060791 (0.1296552742520968) | > loss_disc_real_1: 0.1996585726737976 (0.23684304704268774) | > loss_disc_real_2: 0.2636573016643524 (0.21858259787162146) | > loss_disc_real_3: 0.23558565974235535 (0.20996926724910736) | > loss_disc_real_4: 0.21519042551517487 (0.23251643280188242) | > loss_disc_real_5: 0.20780427753925323 (0.2132533391316732) | > loss_0: 2.21466064453125 (2.121272106965383) | > loss_gen: 2.70740008354187 (2.7964102824529014) | > loss_kl: 1.7270115613937378 (1.844903786977132) | > loss_feat: 5.983633041381836 (6.597230275472005) | > loss_mel: 21.30944061279297 (21.661122004191082) | > loss_duration: 2.108999252319336 (2.255847970644633) | > loss_1: 33.836483001708984 (35.15551439921061)  --> STEP: 7 | > loss_disc: 2.464176654815674 (2.170258470943996) | > loss_disc_real_0: 0.125199556350708 (0.12901874312332698) | > loss_disc_real_1: 0.27070480585098267 (0.24168044115815843) | > loss_disc_real_2: 0.29761648178100586 (0.22987315271581923) | > loss_disc_real_3: 0.2957712411880493 (0.22222669209752763) | > loss_disc_real_4: 0.262331485748291 (0.2367757260799408) | > loss_disc_real_5: 0.29148927330970764 (0.22442990115710668) | > loss_0: 2.464176654815674 (2.170258470943996) | > loss_gen: 2.621450185775757 (2.771415982927595) | > loss_kl: 1.921225905418396 (1.8558069467544556) | > loss_feat: 5.907368183135986 (6.498678547995431) | > loss_mel: 21.52366065979004 (21.641484669276647) | > loss_duration: 2.410989284515381 (2.2780110154833113) | > loss_1: 34.38469314575195 (35.045397077287944)  --> STEP: 8 | > loss_disc: 2.024087429046631 (2.1519870907068253) | > loss_disc_real_0: 0.08992896974086761 (0.12413252145051956) | > loss_disc_real_1: 0.20593707263469696 (0.23721252009272575) | > loss_disc_real_2: 0.20931771397590637 (0.22730372287333012) | > loss_disc_real_3: 0.2469967007637024 (0.22532294318079948) | > loss_disc_real_4: 0.2171253114938736 (0.2343194242566824) | > loss_disc_real_5: 0.16446547210216522 (0.216934347525239) | > loss_0: 2.024087429046631 (2.1519870907068253) | > loss_gen: 2.6545650959014893 (2.7568096220493317) | > loss_kl: 2.081599235534668 (1.8840309828519821) | > loss_feat: 7.655726909637451 (6.643309593200684) | > loss_mel: 22.251571655273438 (21.717745542526245) | > loss_duration: 2.1758651733398438 (2.265242785215378) | > loss_1: 36.81932830810547 (35.26713848114014)  --> STEP: 9 | > loss_disc: 2.3321969509124756 (2.172010408507453) | > loss_disc_real_0: 0.20852941274642944 (0.13350995381673178) | > loss_disc_real_1: 0.24378852546215057 (0.23794318735599518) | > loss_disc_real_2: 0.22005313634872437 (0.22649810214837393) | > loss_disc_real_3: 0.2114260047674179 (0.22377883891264597) | > loss_disc_real_4: 0.26845866441726685 (0.238112673163414) | > loss_disc_real_5: 0.21811339259147644 (0.2170653525325987) | > loss_0: 2.3321969509124756 (2.172010408507453) | > loss_gen: 2.849539279937744 (2.7671129173702664) | > loss_kl: 1.604129672050476 (1.8529308372073703) | > loss_feat: 8.54895305633545 (6.8550477557712135) | > loss_mel: 20.46577262878418 (21.578637440999348) | > loss_duration: 2.0722005367279053 (2.2437936464945474) | > loss_1: 35.54059600830078 (35.297522650824654)  --> STEP: 10 | > loss_disc: 2.3326172828674316 (2.188071095943451) | > loss_disc_real_0: 0.1871088594198227 (0.13886984437704086) | > loss_disc_real_1: 0.2522642910480499 (0.23937529772520066) | > loss_disc_real_2: 0.3025885224342346 (0.23410714417696) | > loss_disc_real_3: 0.23689064383506775 (0.22509001940488815) | > loss_disc_real_4: 0.1969778835773468 (0.23399919420480728) | > loss_disc_real_5: 0.21230943500995636 (0.21658976078033448) | > loss_0: 2.3326172828674316 (2.188071095943451) | > loss_gen: 2.718989133834839 (2.7623005390167235) | > loss_kl: 1.5686308145523071 (1.824500834941864) | > loss_feat: 5.511375427246094 (6.720680522918701) | > loss_mel: 14.871665954589844 (20.907940292358397) | > loss_duration: 2.222775459289551 (2.241691827774048) | > loss_1: 26.893436431884766 (34.45711402893066)  --> STEP: 11 | > loss_disc: 2.162099838256836 (2.185710072517395) | > loss_disc_real_0: 0.10419650375843048 (0.13571772250262173) | > loss_disc_real_1: 0.18873316049575806 (0.2347714670679786) | > loss_disc_real_2: 0.21824967861175537 (0.23266555639830502) | > loss_disc_real_3: 0.1977623850107193 (0.22260568900541824) | > loss_disc_real_4: 0.25893011689186096 (0.23626564172181216) | > loss_disc_real_5: 0.1898346096277237 (0.2141574743119153) | > loss_0: 2.162099838256836 (2.185710072517395) | > loss_gen: 2.6441097259521484 (2.751555919647217) | > loss_kl: 2.4804999828338623 (1.8841371211138638) | > loss_feat: 7.131527900695801 (6.758030284534801) | > loss_mel: 20.691646575927734 (20.88827722722834) | > loss_duration: 2.376199245452881 (2.25391977483576) | > loss_1: 35.32398223876953 (34.53592022982511)  --> STEP: 12 | > loss_disc: 1.83197021484375 (2.1562317510445914) | > loss_disc_real_0: 0.05596020072698593 (0.12907126235465208) | > loss_disc_real_1: 0.13793276250362396 (0.22670157502094904) | > loss_disc_real_2: 0.2360500693321228 (0.23294759914278984) | > loss_disc_real_3: 0.18011419475078583 (0.21906473115086555) | > loss_disc_real_4: 0.2043440043926239 (0.23360550527771315) | > loss_disc_real_5: 0.13206054270267487 (0.2073160633444786) | > loss_0: 1.83197021484375 (2.1562317510445914) | > loss_gen: 2.7451512813568115 (2.751022199789683) | > loss_kl: 1.5123810768127441 (1.8531574507554371) | > loss_feat: 8.140827178955078 (6.873263359069824) | > loss_mel: 21.606008529663086 (20.948088169097904) | > loss_duration: 2.1471610069274902 (2.2450232108434043) | > loss_1: 36.151527404785156 (34.67055416107178)  --> STEP: 13 | > loss_disc: 2.1358838081359863 (2.1546665246670065) | > loss_disc_real_0: 0.13472284376621246 (0.12950599938631058) | > loss_disc_real_1: 0.2891879081726074 (0.23150821603261507) | > loss_disc_real_2: 0.23188112676143646 (0.23286556280576265) | > loss_disc_real_3: 0.1741124838590622 (0.215606865974573) | > loss_disc_real_4: 0.14524690806865692 (0.22680869010778573) | > loss_disc_real_5: 0.2115289866924286 (0.20764013437124398) | > loss_0: 2.1358838081359863 (2.1546665246670065) | > loss_gen: 2.8375027179718018 (2.7576745473421536) | > loss_kl: 1.9572166204452515 (1.8611620022700384) | > loss_feat: 8.077431678771973 (6.965891691354605) | > loss_mel: 18.604660034179688 (20.767824466411888) | > loss_duration: 2.082629919052124 (2.232531419167152) | > loss_1: 33.55944061279297 (34.58508388812725)  --> STEP: 14 | > loss_disc: 2.2592368125915527 (2.162135830947331) | > loss_disc_real_0: 0.11456874758005142 (0.12843905282872065) | > loss_disc_real_1: 0.19298534095287323 (0.2287565820983478) | > loss_disc_real_2: 0.2127067595720291 (0.2314256482890674) | > loss_disc_real_3: 0.2634456157684326 (0.21902391953127726) | > loss_disc_real_4: 0.28353092074394226 (0.23086027801036835) | > loss_disc_real_5: 0.23024751245975494 (0.2092549470918519) | > loss_0: 2.2592368125915527 (2.162135830947331) | > loss_gen: 2.731790781021118 (2.755825706890651) | > loss_kl: 2.25701904296875 (1.889437505177089) | > loss_feat: 5.973113059997559 (6.894978931971958) | > loss_mel: 22.595508575439453 (20.89837333134243) | > loss_duration: 2.350808620452881 (2.240979790687561) | > loss_1: 35.908241271972656 (34.679595129830496)  --> STEP: 15 | > loss_disc: 2.3425612449645996 (2.1741641918818155) | > loss_disc_real_0: 0.18104693293571472 (0.13194624483585357) | > loss_disc_real_1: 0.3003298342227936 (0.2335281322399775) | > loss_disc_real_2: 0.23299001157283783 (0.2315299391746521) | > loss_disc_real_3: 0.2776903808116913 (0.2229350169499715) | > loss_disc_real_4: 0.2686787545681 (0.2333815097808838) | > loss_disc_real_5: 0.2004016786813736 (0.20866472919782003) | > loss_0: 2.3425612449645996 (2.1741641918818155) | > loss_gen: 2.951308250427246 (2.7688578764597573) | > loss_kl: 2.4473350048065186 (1.9266306718190511) | > loss_feat: 6.813955307006836 (6.889577356974284) | > loss_mel: 21.67169952392578 (20.949928410847985) | > loss_duration: 2.295889139175415 (2.244640413920085) | > loss_1: 36.18019104003906 (34.77963485717773)  --> STEP: 16 | > loss_disc: 2.2631425857543945 (2.1797253414988518) | > loss_disc_real_0: 0.1943291574716568 (0.13584517687559128) | > loss_disc_real_1: 0.14826346933841705 (0.22819909080863) | > loss_disc_real_2: 0.2568574845790863 (0.23311291076242924) | > loss_disc_real_3: 0.26716676354408264 (0.22569950111210346) | > loss_disc_real_4: 0.3045829236507416 (0.2378315981477499) | > loss_disc_real_5: 0.2451758235692978 (0.2109466725960374) | > loss_0: 2.2631425857543945 (2.1797253414988518) | > loss_gen: 2.933180093765259 (2.7791280150413513) | > loss_kl: 1.646005392074585 (1.909091591835022) | > loss_feat: 7.140173435211182 (6.90523961186409) | > loss_mel: 20.228271484375 (20.904824852943424) | > loss_duration: 2.3103549480438232 (2.2487475723028183) | > loss_1: 34.25798416137695 (34.747031688690186)  --> STEP: 17 | > loss_disc: 2.1485941410064697 (2.1778940944110645) | > loss_disc_real_0: 0.06910847872495651 (0.13191948874908335) | > loss_disc_real_1: 0.404195100069046 (0.2385517972357133) | > loss_disc_real_2: 0.2327914834022522 (0.2330940032706541) | > loss_disc_real_3: 0.234864741563797 (0.22623863290337956) | > loss_disc_real_4: 0.17926985025405884 (0.23438678944812102) | > loss_disc_real_5: 0.15939274430274963 (0.20791408857878516) | > loss_0: 2.1485941410064697 (2.1778940944110645) | > loss_gen: 2.660598039627075 (2.772155663546394) | > loss_kl: 1.8642561435699463 (1.9064542125253117) | > loss_feat: 6.473186492919922 (6.879824722514433) | > loss_mel: 18.98491096496582 (20.791888741885916) | > loss_duration: 2.355769395828247 (2.255042973686667) | > loss_1: 32.338722229003906 (34.6053664263557)  --> STEP: 18 | > loss_disc: 2.224367141723633 (2.180475930372874) | > loss_disc_real_0: 0.10480998456478119 (0.13041340518328878) | > loss_disc_real_1: 0.16198280453681946 (0.23429796430799696) | > loss_disc_real_2: 0.21100784838199615 (0.2318669946657287) | > loss_disc_real_3: 0.28181788325309753 (0.22932636903391945) | > loss_disc_real_4: 0.365213543176651 (0.24165494243303934) | > loss_disc_real_5: 0.27318501472473145 (0.21154025114244884) | > loss_0: 2.224367141723633 (2.180475930372874) | > loss_gen: 2.806717872619629 (2.7740757862726846) | > loss_kl: 2.2589502334594727 (1.9260373247994318) | > loss_feat: 7.753147602081299 (6.9283426602681475) | > loss_mel: 21.12017822265625 (20.810127046373157) | > loss_duration: 2.2175142765045166 (2.2529580460654364) | > loss_1: 36.15650939941406 (34.691541035970054)  --> STEP: 19 | > loss_disc: 2.39750599861145 (2.191898565543325) | > loss_disc_real_0: 0.1890760362148285 (0.13350091207968562) | > loss_disc_real_1: 0.2841702103614807 (0.23692281936344348) | > loss_disc_real_2: 0.27643150091171265 (0.23421249499446467) | > loss_disc_real_3: 0.2763823866844177 (0.23180300154184041) | > loss_disc_real_4: 0.24700799584388733 (0.24193668208624186) | > loss_disc_real_5: 0.19835960865020752 (0.21084653311654142) | > loss_0: 2.39750599861145 (2.191898565543325) | > loss_gen: 2.7517526149749756 (2.7729008825201737) | > loss_kl: 1.2848652601242065 (1.8922914266586304) | > loss_feat: 6.9954833984375 (6.931876383329692) | > loss_mel: 18.48278045654297 (20.68763512059262) | > loss_duration: 2.315199136734009 (2.25623389294273) | > loss_1: 31.830081939697266 (34.5409379256399)  --> STEP: 20 | > loss_disc: 1.9790911674499512 (2.1812581956386565) | > loss_disc_real_0: 0.07057051360607147 (0.13035439215600492) | > loss_disc_real_1: 0.20026135444641113 (0.23508974611759187) | > loss_disc_real_2: 0.24451228976249695 (0.23472748473286628) | > loss_disc_real_3: 0.2005004733800888 (0.23023787513375282) | > loss_disc_real_4: 0.16419808566570282 (0.2380497522652149) | > loss_disc_real_5: 0.23854543268680573 (0.21223147809505463) | > loss_0: 1.9790911674499512 (2.1812581956386565) | > loss_gen: 2.9791524410247803 (2.783213460445404) | > loss_kl: 1.8895306587219238 (1.8921533882617951) | > loss_feat: 8.385424613952637 (7.00455379486084) | > loss_mel: 20.646800994873047 (20.68559341430664) | > loss_duration: 2.3040096759796143 (2.258622682094574) | > loss_1: 36.204917907714844 (34.624136924743645)  --> STEP: 21 | > loss_disc: 2.8528807163238525 (2.21324022043319) | > loss_disc_real_0: 0.23635463416576385 (0.1354020227278982) | > loss_disc_real_1: 0.3171985149383545 (0.23899968749000913) | > loss_disc_real_2: 0.3274208903312683 (0.23914145642802828) | > loss_disc_real_3: 0.31222546100616455 (0.23414204588958196) | > loss_disc_real_4: 0.3556708097457886 (0.2436507550023851) | > loss_disc_real_5: 0.23947881162166595 (0.2135289701677504) | > loss_0: 2.8528807163238525 (2.21324022043319) | > loss_gen: 2.5020079612731934 (2.7698227223895846) | > loss_kl: 1.4180567264556885 (1.8695773567472185) | > loss_feat: 5.477280616760254 (6.931826500665574) | > loss_mel: 19.929147720336914 (20.649572190784273) | > loss_duration: 2.158226728439331 (2.253841922396705) | > loss_1: 31.48472023010254 (34.4746408916655)  --> STEP: 22 | > loss_disc: 2.0389277935028076 (2.2053169282999905) | > loss_disc_real_0: 0.16688001155853271 (0.13683284040201793) | > loss_disc_real_1: 0.15378117561340332 (0.23512611876834522) | > loss_disc_real_2: 0.13612784445285797 (0.234459019520066) | > loss_disc_real_3: 0.20281611382961273 (0.23271813988685608) | > loss_disc_real_4: 0.16266509890556335 (0.23996958881616592) | > loss_disc_real_5: 0.14945736527442932 (0.21061662449078125) | > loss_0: 2.0389277935028076 (2.2053169282999905) | > loss_gen: 2.629683494567871 (2.7634527574885976) | > loss_kl: 1.9970409870147705 (1.8753711581230164) | > loss_feat: 10.021125793457031 (7.072249195792458) | > loss_mel: 25.211349487304688 (20.856925704262473) | > loss_duration: 2.155318260192871 (2.249363574114713) | > loss_1: 42.01451873779297 (34.81736261194403)  --> STEP: 23 | > loss_disc: 2.2917802333831787 (2.209076202434042) | > loss_disc_real_0: 0.2113124430179596 (0.1400710839940154) | > loss_disc_real_1: 0.21131034195423126 (0.23409065021120984) | > loss_disc_real_2: 0.2003101110458374 (0.23297428436901257) | > loss_disc_real_3: 0.23204973340034485 (0.23268907873526865) | > loss_disc_real_4: 0.23470692336559296 (0.23974077727483667) | > loss_disc_real_5: 0.1907505989074707 (0.20975288424802863) | > loss_0: 2.2917802333831787 (2.209076202434042) | > loss_gen: 2.5294172763824463 (2.75327730178833) | > loss_kl: 1.849776029586792 (1.8742583264475283) | > loss_feat: 6.373337745666504 (7.041861741439156) | > loss_mel: 19.111461639404297 (20.781035962312117) | > loss_duration: 2.288747787475586 (2.2510759312173594) | > loss_1: 32.152740478515625 (34.70150947570801)  --> STEP: 24 | > loss_disc: 2.0972259044647217 (2.204415773351987) | > loss_disc_real_0: 0.17259931564331055 (0.1414264269794027) | > loss_disc_real_1: 0.2614378035068512 (0.23523011493186155) | > loss_disc_real_2: 0.1790142059326172 (0.2307259477674961) | > loss_disc_real_3: 0.16538500785827637 (0.22988474244872728) | > loss_disc_real_4: 0.16911883652210236 (0.2367981964101394) | > loss_disc_real_5: 0.12215055525302887 (0.2061027872065703) | > loss_0: 2.0972259044647217 (2.204415773351987) | > loss_gen: 2.540426015853882 (2.744408498207728) | > loss_kl: 1.8241792917251587 (1.872171700000763) | > loss_feat: 9.242785453796387 (7.1335668961207075) | > loss_mel: 21.424869537353516 (20.807862361272175) | > loss_duration: 2.43491530418396 (2.2587359050909677) | > loss_1: 37.4671745300293 (34.81674551963806)  --> STEP: 25 | > loss_disc: 2.581861972808838 (2.219513621330261) | > loss_disc_real_0: 0.19704198837280273 (0.1436510494351387) | > loss_disc_real_1: 0.28427624702453613 (0.23719196021556854) | > loss_disc_real_2: 0.24043110013008118 (0.23111415386199952) | > loss_disc_real_3: 0.3292539715766907 (0.23385951161384583) | > loss_disc_real_4: 0.401292622089386 (0.24337797343730927) | > loss_disc_real_5: 0.3115917444229126 (0.210322345495224) | > loss_0: 2.581861972808838 (2.219513621330261) | > loss_gen: 2.976454496383667 (2.7536903381347657) | > loss_kl: 2.2464497089385986 (1.8871428203582763) | > loss_feat: 6.99968957901001 (7.12821180343628) | > loss_mel: 20.13496971130371 (20.78094665527344) | > loss_duration: 2.3508548736572266 (2.262420663833618) | > loss_1: 34.70841979980469 (34.81241249084473)  --> STEP: 26 | > loss_disc: 2.0918052196502686 (2.2146017597271848) | > loss_disc_real_0: 0.10787235200405121 (0.14227494568778917) | > loss_disc_real_1: 0.14823110401630402 (0.23377038882328913) | > loss_disc_real_2: 0.20146484673023224 (0.22997379589539307) | > loss_disc_real_3: 0.2353014200925827 (0.23391496963225877) | > loss_disc_real_4: 0.19442503154277802 (0.24149516797982729) | > loss_disc_real_5: 0.14352455735206604 (0.20775319979741022) | > loss_0: 2.0918052196502686 (2.2146017597271848) | > loss_gen: 2.5684587955474854 (2.746566048035255) | > loss_kl: 1.90907883644104 (1.8879865132845366) | > loss_feat: 15.74963665008545 (7.45980506676894) | > loss_mel: 21.28497314453125 (20.800332289475662) | > loss_duration: 2.2840757369995117 (2.2632535512630754) | > loss_1: 43.79622268676758 (35.15794365222637) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024755276166475737 (+0.00011346890376164346) | > avg_loss_disc: 2.2146017597271848 (-0.03631869187721826) | > avg_loss_disc_real_0: 0.14227494568778917 (+0.04454601742327213) | > avg_loss_disc_real_1: 0.23377038882328913 (+0.05990790690367037) | > avg_loss_disc_real_2: 0.22997379589539307 (+0.0018468183966783291) | > avg_loss_disc_real_3: 0.23391496963225877 (+0.021719655165305496) | > avg_loss_disc_real_4: 0.24149516797982729 (+0.0394104948410621) | > avg_loss_disc_real_5: 0.20775319979741022 (-0.007536296947644322) | > avg_loss_0: 2.2146017597271848 (-0.03631869187721826) | > avg_loss_gen: 2.746566048035255 (+0.2552526547358589) | > avg_loss_kl: 1.8879865132845366 (-0.032603282194871186) | > avg_loss_feat: 7.45980506676894 (-0.14338427323561387) | > avg_loss_mel: 20.800332289475662 (+0.23219262636624904) | > avg_loss_duration: 2.2632535512630754 (-0.01493488825284528) | > avg_loss_1: 35.15794365222637 (+0.2965231675368045)  > EPOCH: 64/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:45:29)   --> TIME: 2024-06-10 17:45:32 -- STEP: 4/330 -- GLOBAL_STEP: 109125 | > loss_disc: 2.1268513202667236 (2.180824875831604) | > loss_disc_real_0: 0.1040874570608139 (0.08826967049390078) | > loss_disc_real_1: 0.20942653715610504 (0.1784961149096489) | > loss_disc_real_2: 0.1947290152311325 (0.20204341039061546) | > loss_disc_real_3: 0.20727893710136414 (0.21728088706731796) | > loss_disc_real_4: 0.18379288911819458 (0.19625763222575188) | > loss_disc_real_5: 0.20671634376049042 (0.20944466069340706) | > loss_0: 2.1268513202667236 (2.180824875831604) | > grad_norm_0: tensor(12.5537, device='cuda:0') (tensor(19.7947, device='cuda:0')) | > loss_gen: 2.734945297241211 (2.561243772506714) | > loss_kl: 1.4812015295028687 (1.5242787301540375) | > loss_feat: 7.003120422363281 (6.590989947319031) | > loss_mel: 21.531415939331055 (21.0581111907959) | > loss_duration: 2.4265828132629395 (2.3972188234329224) | > loss_1: 35.17726516723633 (34.1318416595459) | > grad_norm_1: tensor(142.9118, device='cuda:0') (tensor(109.5980, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3404 (0.33291542530059814) | > loader_time: 0.0029 (0.0028864145278930664)  --> TIME: 2024-06-10 17:45:41 -- STEP: 29/330 -- GLOBAL_STEP: 109150 | > loss_disc: 2.2696704864501953 (2.2543596070388277) | > loss_disc_real_0: 0.07492724061012268 (0.10840787443107572) | > loss_disc_real_1: 0.2038077563047409 (0.1991946460871861) | > loss_disc_real_2: 0.17276062071323395 (0.21254550588542018) | > loss_disc_real_3: 0.1904180347919464 (0.21938583203430834) | > loss_disc_real_4: 0.1888357251882553 (0.21566372441834417) | > loss_disc_real_5: 0.20290568470954895 (0.2166785890686101) | > loss_0: 2.2696704864501953 (2.2543596070388277) | > grad_norm_0: tensor(10.9966, device='cuda:0') (tensor(17.6072, device='cuda:0')) | > loss_gen: 2.456455707550049 (2.6141818556292304) | > loss_kl: 1.3393179178237915 (1.5304511621080596) | > loss_feat: 7.4738240242004395 (7.063517241642393) | > loss_mel: 21.428979873657227 (20.73587891151165) | > loss_duration: 2.1293387413024902 (2.187416841243876) | > loss_1: 34.82791519165039 (34.13144618067246) | > grad_norm_1: tensor(64.3949, device='cuda:0') (tensor(188.9275, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3609 (0.34762610238173913) | > loader_time: 0.0033 (0.0031197153288742593)  --> TIME: 2024-06-10 17:45:49 -- STEP: 54/330 -- GLOBAL_STEP: 109175 | > loss_disc: 2.2392847537994385 (2.2434226451096726) | > loss_disc_real_0: 0.09697628021240234 (0.10977042721653427) | > loss_disc_real_1: 0.16360802948474884 (0.1999189696378178) | > loss_disc_real_2: 0.17598937451839447 (0.21143893345638556) | > loss_disc_real_3: 0.21739666163921356 (0.21962440207048697) | > loss_disc_real_4: 0.21626263856887817 (0.2122626492270717) | > loss_disc_real_5: 0.23978406190872192 (0.21282552541406066) | > loss_0: 2.2392847537994385 (2.2434226451096726) | > grad_norm_0: tensor(13.8938, device='cuda:0') (tensor(14.7571, device='cuda:0')) | > loss_gen: 2.60907244682312 (2.601882325278388) | > loss_kl: 1.554685115814209 (1.5328564820466217) | > loss_feat: 7.800326347351074 (7.05694157105905) | > loss_mel: 21.471040725708008 (20.57520831072772) | > loss_duration: 2.084644317626953 (2.142001061527817) | > loss_1: 35.51976776123047 (33.90888984115034) | > grad_norm_1: tensor(143.1929, device='cuda:0') (tensor(179.1297, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3526 (0.34481192959679496) | > loader_time: 0.003 (0.0031699869367811414)  --> TIME: 2024-06-10 17:45:58 -- STEP: 79/330 -- GLOBAL_STEP: 109200 | > loss_disc: 2.1607260704040527 (2.2405130018161827) | > loss_disc_real_0: 0.08263865113258362 (0.10946287606147272) | > loss_disc_real_1: 0.17931127548217773 (0.1982693536372124) | > loss_disc_real_2: 0.1855284571647644 (0.21177768801586538) | > loss_disc_real_3: 0.19225575029850006 (0.21968309147448478) | > loss_disc_real_4: 0.18121777474880219 (0.2119228272121164) | > loss_disc_real_5: 0.2008754462003708 (0.21233579007130635) | > loss_0: 2.1607260704040527 (2.2405130018161827) | > grad_norm_0: tensor(16.9452, device='cuda:0') (tensor(14.6854, device='cuda:0')) | > loss_gen: 2.8959267139434814 (2.6042790593980234) | > loss_kl: 1.4295777082443237 (1.5382985208607924) | > loss_feat: 7.960609436035156 (7.166354149202757) | > loss_mel: 21.23352813720703 (20.603840067416808) | > loss_duration: 2.0243966579437256 (2.122362419019771) | > loss_1: 35.544036865234375 (34.03513427927522) | > grad_norm_1: tensor(288.0089, device='cuda:0') (tensor(199.1804, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3526 (0.34454356567769107) | > loader_time: 0.0033 (0.003247004521043995)  --> TIME: 2024-06-10 17:46:07 -- STEP: 104/330 -- GLOBAL_STEP: 109225 | > loss_disc: 2.1862876415252686 (2.2426442412229695) | > loss_disc_real_0: 0.07543526589870453 (0.11068921210244298) | > loss_disc_real_1: 0.21104878187179565 (0.19957114039705345) | > loss_disc_real_2: 0.19704082608222961 (0.21212060749530792) | > loss_disc_real_3: 0.2224676012992859 (0.2205482626763674) | > loss_disc_real_4: 0.21306349337100983 (0.21217036763062844) | > loss_disc_real_5: 0.18904495239257812 (0.21173721666519457) | > loss_0: 2.1862876415252686 (2.2426442412229695) | > grad_norm_0: tensor(13.1633, device='cuda:0') (tensor(14.2425, device='cuda:0')) | > loss_gen: 2.887129545211792 (2.602025203979932) | > loss_kl: 1.4422916173934937 (1.5236309044636207) | > loss_feat: 8.321343421936035 (7.204864300214327) | > loss_mel: 20.527206420898438 (20.54380103257986) | > loss_duration: 2.1397194862365723 (2.115867485220616) | > loss_1: 35.317691802978516 (33.990188892071075) | > grad_norm_1: tensor(210.8358, device='cuda:0') (tensor(202.7043, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3462 (0.34541359773048974) | > loader_time: 0.0038 (0.003369168593333318)  --> TIME: 2024-06-10 17:46:16 -- STEP: 129/330 -- GLOBAL_STEP: 109250 | > loss_disc: 2.2466022968292236 (2.2350927415744284) | > loss_disc_real_0: 0.1288534551858902 (0.11146399248824564) | > loss_disc_real_1: 0.1876739114522934 (0.19841311317543647) | > loss_disc_real_2: 0.2006855010986328 (0.2117243021033531) | > loss_disc_real_3: 0.23819062113761902 (0.21999162423980329) | > loss_disc_real_4: 0.22081440687179565 (0.21096249132655387) | > loss_disc_real_5: 0.24209506809711456 (0.21154113033021144) | > loss_0: 2.2466022968292236 (2.2350927415744284) | > grad_norm_0: tensor(21.1710, device='cuda:0') (tensor(14.5738, device='cuda:0')) | > loss_gen: 2.7671127319335938 (2.614527972169624) | > loss_kl: 1.5745272636413574 (1.5250549094621522) | > loss_feat: 7.0161285400390625 (7.252679170564163) | > loss_mel: 20.5163631439209 (20.53703523975934) | > loss_duration: 2.078145980834961 (2.1133849851844855) | > loss_1: 33.95227813720703 (34.04268217456435) | > grad_norm_1: tensor(232.9158, device='cuda:0') (tensor(199.6610, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3621 (0.34795614730480096) | > loader_time: 0.0038 (0.003439005031142124)  --> TIME: 2024-06-10 17:46:25 -- STEP: 154/330 -- GLOBAL_STEP: 109275 | > loss_disc: 2.362917900085449 (2.2446171649090663) | > loss_disc_real_0: 0.16876304149627686 (0.11244251808853119) | > loss_disc_real_1: 0.16398601233959198 (0.19998342892179236) | > loss_disc_real_2: 0.27638378739356995 (0.21326084938142206) | > loss_disc_real_3: 0.24401922523975372 (0.22032518181707952) | > loss_disc_real_4: 0.20540782809257507 (0.21068848640500726) | > loss_disc_real_5: 0.19596411287784576 (0.2112910197926806) | > loss_0: 2.362917900085449 (2.2446171649090663) | > grad_norm_0: tensor(28.3578, device='cuda:0') (tensor(15.6719, device='cuda:0')) | > loss_gen: 2.5469205379486084 (2.6108085613746144) | > loss_kl: 1.6415534019470215 (1.5299594603575666) | > loss_feat: 7.26340913772583 (7.236351555044001) | > loss_mel: 19.55088233947754 (20.52024634472735) | > loss_duration: 2.1026010513305664 (2.1126651554912725) | > loss_1: 33.10536575317383 (34.01003101893836) | > grad_norm_1: tensor(322.2125, device='cuda:0') (tensor(209.5939, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3556 (0.35112043789454866) | > loader_time: 0.004 (0.0035655699767075575)  --> TIME: 2024-06-10 17:46:35 -- STEP: 179/330 -- GLOBAL_STEP: 109300 | > loss_disc: 2.2121005058288574 (2.2387607084306267) | > loss_disc_real_0: 0.12619580328464508 (0.11161189692812926) | > loss_disc_real_1: 0.13930833339691162 (0.19915161352583807) | > loss_disc_real_2: 0.21622008085250854 (0.21390167328232493) | > loss_disc_real_3: 0.22404183447360992 (0.2204551257234712) | > loss_disc_real_4: 0.1648038625717163 (0.2094890827406718) | > loss_disc_real_5: 0.18538402020931244 (0.2102391796405089) | > loss_0: 2.2121005058288574 (2.2387607084306267) | > grad_norm_0: tensor(33.0495, device='cuda:0') (tensor(16.9020, device='cuda:0')) | > loss_gen: 2.815173387527466 (2.6221942062484485) | > loss_kl: 1.6928094625473022 (1.5341124354794036) | > loss_feat: 8.211981773376465 (7.267966062662988) | > loss_mel: 20.885417938232422 (20.521129395042717) | > loss_duration: 2.138777494430542 (2.1159030425481977) | > loss_1: 35.74415969848633 (34.06130504075378) | > grad_norm_1: tensor(452.1774, device='cuda:0') (tensor(214.8795, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3915 (0.3567592112045712) | > loader_time: 0.004 (0.0036928067660198533)  --> TIME: 2024-06-10 17:46:45 -- STEP: 204/330 -- GLOBAL_STEP: 109325 | > loss_disc: 2.3260135650634766 (2.2363519084219843) | > loss_disc_real_0: 0.14139047265052795 (0.11003692568663288) | > loss_disc_real_1: 0.18628814816474915 (0.19864989999754748) | > loss_disc_real_2: 0.24053803086280823 (0.21419144553296707) | > loss_disc_real_3: 0.19677592813968658 (0.22007130926438406) | > loss_disc_real_4: 0.1885797083377838 (0.20952187339757003) | > loss_disc_real_5: 0.18491394817829132 (0.2101760042794779) | > loss_0: 2.3260135650634766 (2.2363519084219843) | > grad_norm_0: tensor(21.8045, device='cuda:0') (tensor(18.0457, device='cuda:0')) | > loss_gen: 2.799767255783081 (2.635063435517105) | > loss_kl: 1.643354058265686 (1.538472588740143) | > loss_feat: 8.490175247192383 (7.3009170036689905) | > loss_mel: 21.32740592956543 (20.497922542048435) | > loss_duration: 2.0985288619995117 (2.1208630876213923) | > loss_1: 36.35923385620117 (34.093238587472996) | > grad_norm_1: tensor(348.3633, device='cuda:0') (tensor(221.5197, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3914 (0.3607956393092285) | > loader_time: 0.0043 (0.0038248300552368164)  --> TIME: 2024-06-10 17:46:55 -- STEP: 229/330 -- GLOBAL_STEP: 109350 | > loss_disc: 2.402147054672241 (2.233482026637381) | > loss_disc_real_0: 0.09404291957616806 (0.11024657867881409) | > loss_disc_real_1: 0.19111263751983643 (0.19919582719886142) | > loss_disc_real_2: 0.24736909568309784 (0.2141557651445855) | > loss_disc_real_3: 0.24766190350055695 (0.21998535988112203) | > loss_disc_real_4: 0.2564590573310852 (0.21067432694820337) | > loss_disc_real_5: 0.2605707347393036 (0.20997561345194105) | > loss_0: 2.402147054672241 (2.233482026637381) | > grad_norm_0: tensor(18.0122, device='cuda:0') (tensor(18.5237, device='cuda:0')) | > loss_gen: 2.365351438522339 (2.6448327558009384) | > loss_kl: 1.4379197359085083 (1.5379990224754965) | > loss_feat: 6.413743019104004 (7.322094713236047) | > loss_mel: 20.192338943481445 (20.475958994902896) | > loss_duration: 2.2028579711914062 (2.1273063858523655) | > loss_1: 32.612213134765625 (34.108191844157275) | > grad_norm_1: tensor(292.9532, device='cuda:0') (tensor(230.4469, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.3875 (0.3640143100871789) | > loader_time: 0.0048 (0.003923538990936947)  --> TIME: 2024-06-10 17:47:06 -- STEP: 254/330 -- GLOBAL_STEP: 109375 | > loss_disc: 2.293416976928711 (2.238171079966027) | > loss_disc_real_0: 0.12346664816141129 (0.11143681660705194) | > loss_disc_real_1: 0.196627676486969 (0.19958294628877335) | > loss_disc_real_2: 0.2202567160129547 (0.21445000529523908) | > loss_disc_real_3: 0.2137194275856018 (0.21963083374453343) | > loss_disc_real_4: 0.18525384366512299 (0.21103995586708774) | > loss_disc_real_5: 0.2214512974023819 (0.21017936171274484) | > loss_0: 2.293416976928711 (2.238171079966027) | > grad_norm_0: tensor(12.1486, device='cuda:0') (tensor(18.5603, device='cuda:0')) | > loss_gen: 2.617408275604248 (2.646953195098817) | > loss_kl: 1.484735131263733 (1.5376610835706153) | > loss_feat: 8.088380813598633 (7.325550434157604) | > loss_mel: 20.441879272460938 (20.459349587207704) | > loss_duration: 2.141667127609253 (2.132590657613411) | > loss_1: 34.774070739746094 (34.10210496797338) | > grad_norm_1: tensor(279.0920, device='cuda:0') (tensor(231.9186, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.4125 (0.3679431507906575) | > loader_time: 0.0062 (0.004040176474203275)  --> TIME: 2024-06-10 17:47:16 -- STEP: 279/330 -- GLOBAL_STEP: 109400 | > loss_disc: 2.4649786949157715 (2.246425000570153) | > loss_disc_real_0: 0.13654500246047974 (0.11267151313710384) | > loss_disc_real_1: 0.18624889850616455 (0.20040565654368378) | > loss_disc_real_2: 0.27150505781173706 (0.215414217082403) | > loss_disc_real_3: 0.2531718313694 (0.2201313003630621) | > loss_disc_real_4: 0.23508672416210175 (0.2123852678738187) | > loss_disc_real_5: 0.2537781298160553 (0.2111260532585096) | > loss_0: 2.4649786949157715 (2.246425000570153) | > grad_norm_0: tensor(23.3775, device='cuda:0') (tensor(19.0947, device='cuda:0')) | > loss_gen: 2.587904214859009 (2.643973692343654) | > loss_kl: 1.4708704948425293 (1.543673706311051) | > loss_feat: 7.2848124504089355 (7.3178841631899605) | > loss_mel: 19.817909240722656 (20.435952442948537) | > loss_duration: 2.1915340423583984 (2.139888007581021) | > loss_1: 33.353031158447266 (34.08137204570156) | > grad_norm_1: tensor(293.0909, device='cuda:0') (tensor(235.9996, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.4444 (0.3732276133738964) | > loader_time: 0.0058 (0.004190188582225512)  --> TIME: 2024-06-10 17:47:28 -- STEP: 304/330 -- GLOBAL_STEP: 109425 | > loss_disc: 2.386766195297241 (2.2478888089719575) | > loss_disc_real_0: 0.1564154475927353 (0.11386917101366349) | > loss_disc_real_1: 0.21979205310344696 (0.20082171869121096) | > loss_disc_real_2: 0.14636410772800446 (0.2153869354117073) | > loss_disc_real_3: 0.23431937396526337 (0.21945113022076457) | > loss_disc_real_4: 0.21343152225017548 (0.2118274426381839) | > loss_disc_real_5: 0.20861035585403442 (0.21037176084753717) | > loss_0: 2.386766195297241 (2.2478888089719575) | > grad_norm_0: tensor(65.0026, device='cuda:0') (tensor(20.3938, device='cuda:0')) | > loss_gen: 2.677004098892212 (2.64316371240114) | > loss_kl: 1.6689039468765259 (1.5476071575754566) | > loss_feat: 7.8814568519592285 (7.336531135596727) | > loss_mel: 20.43939781188965 (20.39141178758521) | > loss_duration: 2.2550864219665527 (2.14885139582973) | > loss_1: 34.92184829711914 (34.0675652278097) | > grad_norm_1: tensor(231.6177, device='cuda:0') (tensor(245.4790, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.4733 (0.38047444036132405) | > loader_time: 0.0068 (0.0043687734164689716)  --> TIME: 2024-06-10 17:47:55 -- STEP: 329/330 -- GLOBAL_STEP: 109450 | > loss_disc: 2.1317553520202637 (2.2496709388802487) | > loss_disc_real_0: 0.11217135936021805 (0.11458134335270409) | > loss_disc_real_1: 0.20561787486076355 (0.20173059893052991) | > loss_disc_real_2: 0.16684359312057495 (0.21556781703396766) | > loss_disc_real_3: 0.13866029679775238 (0.21908770950007223) | > loss_disc_real_4: 0.15462903678417206 (0.21139758716600643) | > loss_disc_real_5: 0.24209491908550262 (0.2106437487895728) | > loss_0: 2.1317553520202637 (2.2496709388802487) | > grad_norm_0: tensor(17.0277, device='cuda:0') (tensor(21.1816, device='cuda:0')) | > loss_gen: 2.7876155376434326 (2.64229440689087) | > loss_kl: 1.965356469154358 (1.5596381581663) | > loss_feat: 12.217670440673828 (7.439918761557721) | > loss_mel: 20.624258041381836 (20.374199841160173) | > loss_duration: 2.3158040046691895 (2.161569873975043) | > loss_1: 39.91070556640625 (34.17762105878001) | > grad_norm_1: tensor(305.7770, device='cuda:0') (tensor(253.8194, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 12.555 (0.4305142718607894) | > loader_time: 0.0325 (0.0047986398714291644)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1982102394104004 (2.1982102394104004) | > loss_disc_real_0: 0.09901111572980881 (0.09901111572980881) | > loss_disc_real_1: 0.35309258103370667 (0.35309258103370667) | > loss_disc_real_2: 0.25461578369140625 (0.25461578369140625) | > loss_disc_real_3: 0.22691302001476288 (0.22691302001476288) | > loss_disc_real_4: 0.23658905923366547 (0.23658905923366547) | > loss_disc_real_5: 0.21095587313175201 (0.21095587313175201) | > loss_0: 2.1982102394104004 (2.1982102394104004) | > loss_gen: 2.9687936305999756 (2.9687936305999756) | > loss_kl: 1.110237956047058 (1.110237956047058) | > loss_feat: 7.3178629875183105 (7.3178629875183105) | > loss_mel: 21.21605110168457 (21.21605110168457) | > loss_duration: 2.7145557403564453 (2.7145557403564453) | > loss_1: 35.32749938964844 (35.32749938964844)  --> STEP: 1 | > loss_disc: 1.9400269985198975 (1.9400269985198975) | > loss_disc_real_0: 0.11652841418981552 (0.11652841418981552) | > loss_disc_real_1: 0.26709243655204773 (0.26709243655204773) | > loss_disc_real_2: 0.16605697572231293 (0.16605697572231293) | > loss_disc_real_3: 0.30355116724967957 (0.30355116724967957) | > loss_disc_real_4: 0.19476155936717987 (0.19476155936717987) | > loss_disc_real_5: 0.21488508582115173 (0.21488508582115173) | > loss_0: 1.9400269985198975 (1.9400269985198975) | > loss_gen: 3.2843265533447266 (3.2843265533447266) | > loss_kl: 1.3428926467895508 (1.3428926467895508) | > loss_feat: 7.010908126831055 (7.010908126831055) | > loss_mel: 20.942052841186523 (20.942052841186523) | > loss_duration: 2.2920608520507812 (2.2920608520507812) | > loss_1: 34.87223815917969 (34.87223815917969)  --> STEP: 2 | > loss_disc: 2.3574161529541016 (2.1487215757369995) | > loss_disc_real_0: 0.12020184099674225 (0.11836512759327888) | > loss_disc_real_1: 0.37336698174476624 (0.320229709148407) | > loss_disc_real_2: 0.22175273299217224 (0.19390485435724258) | > loss_disc_real_3: 0.2413349747657776 (0.2724430710077286) | > loss_disc_real_4: 0.2721191644668579 (0.2334403619170189) | > loss_disc_real_5: 0.26805898547172546 (0.2414720356464386) | > loss_0: 2.3574161529541016 (2.1487215757369995) | > loss_gen: 2.7375292778015137 (3.01092791557312) | > loss_kl: 1.7752389907836914 (1.559065818786621) | > loss_feat: 5.797712802886963 (6.404310464859009) | > loss_mel: 21.529802322387695 (21.23592758178711) | > loss_duration: 2.397268533706665 (2.344664692878723) | > loss_1: 34.237552642822266 (34.55489540100098)  --> STEP: 3 | > loss_disc: 2.3764727115631104 (2.2246386210123696) | > loss_disc_real_0: 0.09812097251415253 (0.11161707590023677) | > loss_disc_real_1: 0.4591786861419678 (0.36654603481292725) | > loss_disc_real_2: 0.23248419165611267 (0.20676463345686594) | > loss_disc_real_3: 0.16477367281913757 (0.23655327161153158) | > loss_disc_real_4: 0.188881978392601 (0.2185875674088796) | > loss_disc_real_5: 0.22774286568164825 (0.23689564565817514) | > loss_0: 2.3764727115631104 (2.2246386210123696) | > loss_gen: 2.666726589202881 (2.8961941401163735) | > loss_kl: 2.424558639526367 (1.8475634256998699) | > loss_feat: 6.962108612060547 (6.5902431805928545) | > loss_mel: 19.65367889404297 (20.708511352539062) | > loss_duration: 2.1966562271118164 (2.2953285376230874) | > loss_1: 33.90372848510742 (34.33783976236979)  --> STEP: 4 | > loss_disc: 1.9415684938430786 (2.153871089220047) | > loss_disc_real_0: 0.09783867001533508 (0.10817247442901134) | > loss_disc_real_1: 0.2411612868309021 (0.33519984781742096) | > loss_disc_real_2: 0.17708881199359894 (0.1993456780910492) | > loss_disc_real_3: 0.17749013006687164 (0.2217874862253666) | > loss_disc_real_4: 0.17365692555904388 (0.20735490694642067) | > loss_disc_real_5: 0.15339295566082 (0.21601997315883636) | > loss_0: 1.9415684938430786 (2.153871089220047) | > loss_gen: 2.7338380813598633 (2.855605125427246) | > loss_kl: 1.7484177350997925 (1.8227770030498505) | > loss_feat: 8.606210708618164 (7.094235062599182) | > loss_mel: 20.751893997192383 (20.719357013702393) | > loss_duration: 2.249936103820801 (2.283980429172516) | > loss_1: 36.090293884277344 (34.77595329284668)  --> STEP: 5 | > loss_disc: 2.3672258853912354 (2.1965420484542846) | > loss_disc_real_0: 0.12973210215568542 (0.11248439997434616) | > loss_disc_real_1: 0.45632532238960266 (0.3594249427318573) | > loss_disc_real_2: 0.25671085715293884 (0.21081871390342713) | > loss_disc_real_3: 0.26457175612449646 (0.23034434020519257) | > loss_disc_real_4: 0.21971480548381805 (0.20982688665390015) | > loss_disc_real_5: 0.296558141708374 (0.2321276068687439) | > loss_0: 2.3672258853912354 (2.1965420484542846) | > loss_gen: 3.1901967525482178 (2.9225234508514406) | > loss_kl: 1.6093729734420776 (1.7800961971282958) | > loss_feat: 6.413121223449707 (6.958012294769287) | > loss_mel: 21.611974716186523 (20.89788055419922) | > loss_duration: 2.347996711730957 (2.296783685684204) | > loss_1: 35.17266082763672 (34.85529479980469)  --> STEP: 6 | > loss_disc: 2.1719892024993896 (2.192449907461802) | > loss_disc_real_0: 0.06276966631412506 (0.10419861103097598) | > loss_disc_real_1: 0.18059858679771423 (0.3296205500761668) | > loss_disc_real_2: 0.19106082618236542 (0.2075257326165835) | > loss_disc_real_3: 0.2663184404373169 (0.2363400235772133) | > loss_disc_real_4: 0.19500072300434113 (0.20735585937897363) | > loss_disc_real_5: 0.29144206643104553 (0.2420133501291275) | > loss_0: 2.1719892024993896 (2.192449907461802) | > loss_gen: 2.9108757972717285 (2.9205821752548218) | > loss_kl: 1.785468339920044 (1.780991554260254) | > loss_feat: 6.759309768676758 (6.924895207087199) | > loss_mel: 19.639638900756836 (20.68817361195882) | > loss_duration: 2.1122188568115234 (2.266022880872091) | > loss_1: 33.20751190185547 (34.58066431681315)  --> STEP: 7 | > loss_disc: 2.4759726524353027 (2.2329531567437306) | > loss_disc_real_0: 0.15547531843185425 (0.11152385494538716) | > loss_disc_real_1: 0.34669166803359985 (0.3320592812129429) | > loss_disc_real_2: 0.2335054874420166 (0.21123712616307394) | > loss_disc_real_3: 0.27991798520088196 (0.2425654466663088) | > loss_disc_real_4: 0.2395557016134262 (0.2119558368410383) | > loss_disc_real_5: 0.25297337770462036 (0.2435790683541979) | > loss_0: 2.4759726524353027 (2.2329531567437306) | > loss_gen: 2.597832202911377 (2.8744750363486156) | > loss_kl: 2.2161285877227783 (1.843153987612043) | > loss_feat: 5.252175807952881 (6.685935292925153) | > loss_mel: 20.876157760620117 (20.715028490339005) | > loss_duration: 2.384777545928955 (2.2829878330230713) | > loss_1: 33.32707214355469 (34.40157972063337)  --> STEP: 8 | > loss_disc: 2.3086018562316895 (2.2424092441797256) | > loss_disc_real_0: 0.10413309186697006 (0.11060000956058502) | > loss_disc_real_1: 0.2916608452796936 (0.3270094767212868) | > loss_disc_real_2: 0.16893823444843292 (0.20594976469874382) | > loss_disc_real_3: 0.1992587149143219 (0.23715210519731045) | > loss_disc_real_4: 0.14019270241260529 (0.20298544503748417) | > loss_disc_real_5: 0.20140810310840607 (0.23830769769847393) | > loss_0: 2.3086018562316895 (2.2424092441797256) | > loss_gen: 2.195507526397705 (2.7896040976047516) | > loss_kl: 1.9419828653335571 (1.8555075973272324) | > loss_feat: 6.154712200164795 (6.619532406330109) | > loss_mel: 17.53510284423828 (20.317537784576416) | > loss_duration: 2.1955575942993164 (2.272059053182602) | > loss_1: 30.02286148071289 (33.85423994064331)  --> STEP: 9 | > loss_disc: 2.5408360958099365 (2.275567783249749) | > loss_disc_real_0: 0.16689017415046692 (0.11685447229279412) | > loss_disc_real_1: 0.2482043355703354 (0.3182533499267366) | > loss_disc_real_2: 0.2716783881187439 (0.21325294507874382) | > loss_disc_real_3: 0.2557496726512909 (0.23921850158108604) | > loss_disc_real_4: 0.1657133847475052 (0.19884410500526428) | > loss_disc_real_5: 0.2659967839717865 (0.2413842628399531) | > loss_0: 2.5408360958099365 (2.275567783249749) | > loss_gen: 2.6195292472839355 (2.77070689201355) | > loss_kl: 1.1758840084075928 (1.7799938652250502) | > loss_feat: 10.28705883026123 (7.027035342322455) | > loss_mel: 21.81938362121582 (20.484409544203018) | > loss_duration: 2.143056869506836 (2.257725477218628) | > loss_1: 38.04491424560547 (34.31987041897244)  --> STEP: 10 | > loss_disc: 2.3773255348205566 (2.2857435584068297) | > loss_disc_real_0: 0.12218298763036728 (0.11738732382655144) | > loss_disc_real_1: 0.269944429397583 (0.3134224578738213) | > loss_disc_real_2: 0.2008296400308609 (0.21201061457395554) | > loss_disc_real_3: 0.2021864801645279 (0.23551529943943023) | > loss_disc_real_4: 0.24150824546813965 (0.2031105190515518) | > loss_disc_real_5: 0.3760767877101898 (0.25485351532697675) | > loss_0: 2.3773255348205566 (2.2857435584068297) | > loss_gen: 2.894421100616455 (2.7830783128738403) | > loss_kl: 1.3968945741653442 (1.7416839361190797) | > loss_feat: 6.960537433624268 (7.0203855514526365) | > loss_mel: 21.324329376220703 (20.568401527404784) | > loss_duration: 2.2672994136810303 (2.258682870864868) | > loss_1: 34.843482971191406 (34.37223167419434)  --> STEP: 11 | > loss_disc: 2.103017807006836 (2.269132126461376) | > loss_disc_real_0: 0.08434858173131943 (0.11438380181789398) | > loss_disc_real_1: 0.2962075173854828 (0.3118574632839723) | > loss_disc_real_2: 0.21599236130714417 (0.21237259154969995) | > loss_disc_real_3: 0.32232144474983215 (0.24340676719492133) | > loss_disc_real_4: 0.22727781534194946 (0.2053075459870425) | > loss_disc_real_5: 0.22782327234745026 (0.2523962205106562) | > loss_0: 2.103017807006836 (2.269132126461376) | > loss_gen: 3.026517152786255 (2.8052091165022417) | > loss_kl: 2.2886767387390137 (1.7914105545390735) | > loss_feat: 8.480791091918945 (7.153149691495028) | > loss_mel: 20.381057739257812 (20.55137027393688) | > loss_duration: 2.4437475204467773 (2.275506929917769) | > loss_1: 36.620792388916016 (34.57664628462358)  --> STEP: 12 | > loss_disc: 2.257627010345459 (2.2681733667850494) | > loss_disc_real_0: 0.05854972079396248 (0.10973096173256636) | > loss_disc_real_1: 0.316854864358902 (0.31227391337354976) | > loss_disc_real_2: 0.18980838358402252 (0.2104922408858935) | > loss_disc_real_3: 0.22752885520458221 (0.24208360786239305) | > loss_disc_real_4: 0.23723043501377106 (0.20796778673926988) | > loss_disc_real_5: 0.259507954120636 (0.2529888649781545) | > loss_0: 2.257627010345459 (2.2681733667850494) | > loss_gen: 2.539149045944214 (2.7830374439557395) | > loss_kl: 1.6988873481750488 (1.7837002873420715) | > loss_feat: 6.999300003051758 (7.140328884124756) | > loss_mel: 21.208742141723633 (20.60615126291911) | > loss_duration: 2.1728100776672363 (2.266948858896891) | > loss_1: 34.61888885498047 (34.580166498819985)  --> STEP: 13 | > loss_disc: 2.1622252464294434 (2.2600235113730798) | > loss_disc_real_0: 0.09710145741701126 (0.10875946140060058) | > loss_disc_real_1: 0.2939974069595337 (0.31086802826477933) | > loss_disc_real_2: 0.14238809049129486 (0.205253460086309) | > loss_disc_real_3: 0.2481001764535904 (0.2425464208309467) | > loss_disc_real_4: 0.17006482183933258 (0.20505217405465934) | > loss_disc_real_5: 0.19230689108371735 (0.24832102083242857) | > loss_0: 2.1622252464294434 (2.2600235113730798) | > loss_gen: 2.5280985832214355 (2.763426762360793) | > loss_kl: 1.683811068534851 (1.7760165012799776) | > loss_feat: 5.754077911376953 (7.033694193913386) | > loss_mel: 18.751766204833984 (20.463506258451023) | > loss_duration: 2.105875253677368 (2.2545585815723124) | > loss_1: 30.82362937927246 (34.29120210500864)  --> STEP: 14 | > loss_disc: 2.1895194053649902 (2.254987503801073) | > loss_disc_real_0: 0.10859163105487823 (0.10874747351876327) | > loss_disc_real_1: 0.22592118382453918 (0.3048003965190479) | > loss_disc_real_2: 0.19978851079940796 (0.20486310656581605) | > loss_disc_real_3: 0.19769026339054108 (0.23934240958520345) | > loss_disc_real_4: 0.18733710050582886 (0.2037868116583143) | > loss_disc_real_5: 0.23679505288600922 (0.24749773740768433) | > loss_0: 2.1895194053649902 (2.254987503801073) | > loss_gen: 2.7148218154907227 (2.7599549804415022) | > loss_kl: 2.5668978691101074 (1.8325080275535583) | > loss_feat: 7.547257423400879 (7.070377281733921) | > loss_mel: 23.684696197509766 (20.693591254098074) | > loss_duration: 2.3585643768310547 (2.2619875669479366) | > loss_1: 38.87223815917969 (34.618418966020855)  --> STEP: 15 | > loss_disc: 2.141512870788574 (2.247422528266907) | > loss_disc_real_0: 0.1721636950969696 (0.11297522162397702) | > loss_disc_real_1: 0.38255318999290466 (0.30998391608397163) | > loss_disc_real_2: 0.1584581881761551 (0.20176944533983868) | > loss_disc_real_3: 0.2114616483449936 (0.23748369216918946) | > loss_disc_real_4: 0.1434512585401535 (0.1997644414504369) | > loss_disc_real_5: 0.20866167545318604 (0.24490866661071778) | > loss_0: 2.141512870788574 (2.247422528266907) | > loss_gen: 2.815401792526245 (2.7636514345804852) | > loss_kl: 2.110699415206909 (1.8510541200637818) | > loss_feat: 8.269874572753906 (7.15034376780192) | > loss_mel: 20.004159927368164 (20.647629165649413) | > loss_duration: 2.2778162956237793 (2.263042815526326) | > loss_1: 35.47795486450195 (34.67572135925293)  --> STEP: 16 | > loss_disc: 1.9715204238891602 (2.2301786467432976) | > loss_disc_real_0: 0.030002541840076447 (0.10778942913748324) | > loss_disc_real_1: 0.2979971170425415 (0.3092347411438823) | > loss_disc_real_2: 0.23945648968219757 (0.2041248856112361) | > loss_disc_real_3: 0.10112997144460678 (0.22896158462390304) | > loss_disc_real_4: 0.0808107852935791 (0.1923298379406333) | > loss_disc_real_5: 0.0985565334558487 (0.23576165828853846) | > loss_0: 1.9715204238891602 (2.2301786467432976) | > loss_gen: 2.368415117263794 (2.738949164748192) | > loss_kl: 1.554129958152771 (1.8324963599443436) | > loss_feat: 8.99874496459961 (7.265868842601776) | > loss_mel: 17.711084365844727 (20.46409511566162) | > loss_duration: 2.36962890625 (2.2697044461965556) | > loss_1: 33.00200271606445 (34.57111394405365)  --> STEP: 17 | > loss_disc: 2.357679605484009 (2.23767870313981) | > loss_disc_real_0: 0.053595758974552155 (0.10460156618672259) | > loss_disc_real_1: 0.282926470041275 (0.3076871957849054) | > loss_disc_real_2: 0.32249969244003296 (0.2110881095423418) | > loss_disc_real_3: 0.23594295978546143 (0.22937225375105352) | > loss_disc_real_4: 0.27180978655815125 (0.1970051290357814) | > loss_disc_real_5: 0.2686217129230499 (0.23769460267880382) | > loss_0: 2.357679605484009 (2.23767870313981) | > loss_gen: 2.5813076496124268 (2.729676134446088) | > loss_kl: 1.6703156232833862 (1.822956316611346) | > loss_feat: 7.292475700378418 (7.267433951882755) | > loss_mel: 20.374624252319336 (20.45883212370031) | > loss_duration: 2.394829034805298 (2.277064716114717) | > loss_1: 34.31355285644531 (34.555963291841394)  --> STEP: 18 | > loss_disc: 1.9131964445114136 (2.219651910993788) | > loss_disc_real_0: 0.04034893214702606 (0.10103197540673944) | > loss_disc_real_1: 0.3391062021255493 (0.3094326961371634) | > loss_disc_real_2: 0.18034793436527252 (0.20938032203250462) | > loss_disc_real_3: 0.17953619360923767 (0.22660358374317488) | > loss_disc_real_4: 0.1327831745147705 (0.19343724267350304) | > loss_disc_real_5: 0.1678340882062912 (0.23381346298588646) | > loss_0: 1.9131964445114136 (2.219651910993788) | > loss_gen: 2.912513256072998 (2.7398337523142495) | > loss_kl: 1.8429782390594482 (1.8240686456362407) | > loss_feat: 9.298883438110352 (7.380292256673177) | > loss_mel: 20.848773956298828 (20.480495558844673) | > loss_duration: 2.2435474395751953 (2.2752026451958547) | > loss_1: 37.146697998046875 (34.6998929977417)  --> STEP: 19 | > loss_disc: 2.410557270050049 (2.2296995614704334) | > loss_disc_real_0: 0.12827572226524353 (0.10246585682034492) | > loss_disc_real_1: 0.27108678221702576 (0.3074144901413667) | > loss_disc_real_2: 0.18811768293380737 (0.20826123576415212) | > loss_disc_real_3: 0.2443317323923111 (0.22753664419839256) | > loss_disc_real_4: 0.20933747291564941 (0.19427409689677388) | > loss_disc_real_5: 0.2195349484682083 (0.23306196222179815) | > loss_0: 2.410557270050049 (2.2296995614704334) | > loss_gen: 2.3611738681793213 (2.7199042847282007) | > loss_kl: 1.8866779804229736 (1.8273638737829108) | > loss_feat: 6.603451728820801 (7.3394059131019995) | > loss_mel: 20.79581069946289 (20.49709109256142) | > loss_duration: 2.331538200378418 (2.2781676744159896) | > loss_1: 33.97865295410156 (34.66193299544485)  --> STEP: 20 | > loss_disc: 2.5499987602233887 (2.245714521408081) | > loss_disc_real_0: 0.08965905010700226 (0.10182551648467779) | > loss_disc_real_1: 0.3822859227657318 (0.3111580617725849) | > loss_disc_real_2: 0.19807159900665283 (0.20775175392627715) | > loss_disc_real_3: 0.30568817257881165 (0.23144422061741352) | > loss_disc_real_4: 0.2394820749759674 (0.19653449580073357) | > loss_disc_real_5: 0.36412951350212097 (0.23961533978581429) | > loss_0: 2.5499987602233887 (2.245714521408081) | > loss_gen: 2.795062780380249 (2.7236622095108034) | > loss_kl: 1.4801782369613647 (1.8100045919418335) | > loss_feat: 6.39694356918335 (7.2922827959060665) | > loss_mel: 22.67047882080078 (20.605760478973387) | > loss_duration: 2.3112008571624756 (2.2798193335533137) | > loss_1: 35.65386199951172 (34.711529445648196)  --> STEP: 21 | > loss_disc: 2.5612916946411133 (2.2607420058477494) | > loss_disc_real_0: 0.1500905454158783 (0.10412385119568734) | > loss_disc_real_1: 0.3289111256599426 (0.312003445767221) | > loss_disc_real_2: 0.2982126474380493 (0.21205941552207583) | > loss_disc_real_3: 0.3083154261112213 (0.23510475421235674) | > loss_disc_real_4: 0.34380900859832764 (0.20354756783871425) | > loss_disc_real_5: 0.3613802492618561 (0.24541366880848295) | > loss_0: 2.5612916946411133 (2.2607420058477494) | > loss_gen: 2.913888931274414 (2.73272062483288) | > loss_kl: 1.435341477394104 (1.7921634912490845) | > loss_feat: 6.528048992156982 (7.2558907100132535) | > loss_mel: 17.963024139404297 (20.479915891374862) | > loss_duration: 2.174773693084717 (2.274817160197666) | > loss_1: 31.015077590942383 (34.53550792875744)  --> STEP: 22 | > loss_disc: 2.43546724319458 (2.268684062090787) | > loss_disc_real_0: 0.07619774341583252 (0.10285448266023939) | > loss_disc_real_1: 0.350533664226532 (0.3137548193335533) | > loss_disc_real_2: 0.19552773237228394 (0.21130797537890347) | > loss_disc_real_3: 0.21318268775939941 (0.23410829664631325) | > loss_disc_real_4: 0.20633909106254578 (0.2036744552579793) | > loss_disc_real_5: 0.2511611580848694 (0.24567491832104596) | > loss_0: 2.43546724319458 (2.268684062090787) | > loss_gen: 2.27018141746521 (2.711696115407077) | > loss_kl: 1.6699533462524414 (1.7866084846583279) | > loss_feat: 6.208909034729004 (7.20830063386397) | > loss_mel: 19.001018524169922 (20.41269328377464) | > loss_duration: 2.155818462371826 (2.2694081284783096) | > loss_1: 31.30588150024414 (34.38870672746138)  --> STEP: 23 | > loss_disc: 2.2167348861694336 (2.2664254022681196) | > loss_disc_real_0: 0.08156232535839081 (0.1019287366905938) | > loss_disc_real_1: 0.26448747515678406 (0.3116127608910851) | > loss_disc_real_2: 0.2003440111875534 (0.21083128128362738) | > loss_disc_real_3: 0.2750526964664459 (0.23588848794284073) | > loss_disc_real_4: 0.24975846707820892 (0.20567810794581537) | > loss_disc_real_5: 0.2736354470252991 (0.24689059348210043) | > loss_0: 2.2167348861694336 (2.2664254022681196) | > loss_gen: 3.093015670776367 (2.72827522651009) | > loss_kl: 1.9621502161026 (1.7942407338515571) | > loss_feat: 8.036626815795898 (7.244314815687097) | > loss_mel: 20.313873291015625 (20.408396762350336) | > loss_duration: 2.2844629287719727 (2.270062685012817) | > loss_1: 35.690128326416016 (34.445290275242016)  --> STEP: 24 | > loss_disc: 2.3555216789245605 (2.2701377471288047) | > loss_disc_real_0: 0.10941387712955475 (0.10224061754221718) | > loss_disc_real_1: 0.2537689208984375 (0.30920260089139145) | > loss_disc_real_2: 0.16904352605342865 (0.20909012481570244) | > loss_disc_real_3: 0.22183962166309357 (0.23530311851451793) | > loss_disc_real_4: 0.21943870186805725 (0.2062514660259088) | > loss_disc_real_5: 0.2106136530637741 (0.24537905429800352) | > loss_0: 2.3555216789245605 (2.2701377471288047) | > loss_gen: 2.4319210052490234 (2.715927133957545) | > loss_kl: 1.556727409362793 (1.784344345331192) | > loss_feat: 5.952540397644043 (7.19049088160197) | > loss_mel: 17.59366226196289 (20.291116158167526) | > loss_duration: 2.40994930267334 (2.2758912940820055) | > loss_1: 29.944801330566406 (34.2577699025472)  --> STEP: 25 | > loss_disc: 2.349738121032715 (2.273321762084961) | > loss_disc_real_0: 0.1576257348060608 (0.10445602223277092) | > loss_disc_real_1: 0.3782157003879547 (0.311963124871254) | > loss_disc_real_2: 0.27777937054634094 (0.21183769464492797) | > loss_disc_real_3: 0.18396325409412384 (0.23324952393770218) | > loss_disc_real_4: 0.1970403641462326 (0.20588302195072175) | > loss_disc_real_5: 0.14620845019817352 (0.2414122301340103) | > loss_0: 2.349738121032715 (2.273321762084961) | > loss_gen: 2.7446088790893555 (2.717074403762817) | > loss_kl: 2.197770118713379 (1.8008813762664795) | > loss_feat: 6.8108415603637695 (7.175304908752441) | > loss_mel: 17.65192413330078 (20.185548477172855) | > loss_duration: 2.370546340942383 (2.2796774959564208) | > loss_1: 31.77569007873535 (34.158486709594726)  --> STEP: 26 | > loss_disc: 1.7855185270309448 (2.254560099198268) | > loss_disc_real_0: 0.07357912510633469 (0.10326844926636952) | > loss_disc_real_1: 0.3113139271736145 (0.31193815572903705) | > loss_disc_real_2: 0.27265045046806335 (0.21417664679197165) | > loss_disc_real_3: 0.08910388499498367 (0.22770546090144378) | > loss_disc_real_4: 0.04678475856781006 (0.1997638579744559) | > loss_disc_real_5: 0.12296295911073685 (0.2368564889408075) | > loss_0: 1.7855185270309448 (2.254560099198268) | > loss_gen: 2.9864461421966553 (2.727434855241042) | > loss_kl: 1.975956916809082 (1.8076150509027333) | > loss_feat: 13.004344940185547 (7.399498756115253) | > loss_mel: 22.150264739990234 (20.261114487281212) | > loss_duration: 2.29251766204834 (2.280171348498418) | > loss_1: 42.40953063964844 (34.475834553058334) --> EVAL PERFORMANCE | > avg_loader_time: 0.002258731768681452 (-0.00021679584796612146) | > avg_loss_disc: 2.254560099198268 (+0.03995833947108318) | > avg_loss_disc_real_0: 0.10326844926636952 (-0.03900649642141965) | > avg_loss_disc_real_1: 0.31193815572903705 (+0.07816776690574792) | > avg_loss_disc_real_2: 0.21417664679197165 (-0.01579714910342142) | > avg_loss_disc_real_3: 0.22770546090144378 (-0.006209508730814994) | > avg_loss_disc_real_4: 0.1997638579744559 (-0.04173131000537139) | > avg_loss_disc_real_5: 0.2368564889408075 (+0.02910328914339727) | > avg_loss_0: 2.254560099198268 (+0.03995833947108318) | > avg_loss_gen: 2.727434855241042 (-0.019131192794212826) | > avg_loss_kl: 1.8076150509027333 (-0.08037146238180326) | > avg_loss_feat: 7.399498756115253 (-0.06030631065368652) | > avg_loss_mel: 20.261114487281212 (-0.5392178021944503) | > avg_loss_duration: 2.280171348498418 (+0.01691779723534248) | > avg_loss_1: 34.475834553058334 (-0.6821090991680379)  > EPOCH: 65/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:48:00)   --> TIME: 2024-06-10 17:48:09 -- STEP: 24/330 -- GLOBAL_STEP: 109475 | > loss_disc: 2.2797162532806396 (2.2744432787100473) | > loss_disc_real_0: 0.10889147967100143 (0.12125448292742173) | > loss_disc_real_1: 0.19343145191669464 (0.19722171314060688) | > loss_disc_real_2: 0.22089433670043945 (0.20998499045769373) | > loss_disc_real_3: 0.20770883560180664 (0.22401203836003938) | > loss_disc_real_4: 0.19835346937179565 (0.2171671073883772) | > loss_disc_real_5: 0.20219317078590393 (0.21909326004485288) | > loss_0: 2.2797162532806396 (2.2744432787100473) | > grad_norm_0: tensor(15.7704, device='cuda:0') (tensor(13.7363, device='cuda:0')) | > loss_gen: 2.4725794792175293 (2.5946245590845742) | > loss_kl: 1.4379125833511353 (1.606462021668752) | > loss_feat: 7.290306091308594 (6.87759264310201) | > loss_mel: 21.251657485961914 (20.527248303095497) | > loss_duration: 2.07234263420105 (2.2060174643993373) | > loss_1: 34.52479934692383 (33.8119444847107) | > grad_norm_1: tensor(49.9497, device='cuda:0') (tensor(132.2172, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3369 (0.33951833844184875) | > loader_time: 0.0031 (0.0030038257439931235)  --> TIME: 2024-06-10 17:48:18 -- STEP: 49/330 -- GLOBAL_STEP: 109500 | > loss_disc: 2.276031255722046 (2.283328100126617) | > loss_disc_real_0: 0.09633272886276245 (0.1196706149042869) | > loss_disc_real_1: 0.17162762582302094 (0.1993626316591185) | > loss_disc_real_2: 0.18220387399196625 (0.212034245534819) | > loss_disc_real_3: 0.18526498973369598 (0.22645790418800044) | > loss_disc_real_4: 0.15750344097614288 (0.21705340001047874) | > loss_disc_real_5: 0.1621149480342865 (0.2180753584418978) | > loss_0: 2.276031255722046 (2.283328100126617) | > grad_norm_0: tensor(11.2628, device='cuda:0') (tensor(11.9921, device='cuda:0')) | > loss_gen: 2.4939582347869873 (2.5688030233188557) | > loss_kl: 1.7648874521255493 (1.6093616388281997) | > loss_feat: 7.653807640075684 (6.912455519851373) | > loss_mel: 21.44312286376953 (20.585963891477) | > loss_duration: 2.0395145416259766 (2.143849377729454) | > loss_1: 35.395294189453125 (33.82043355824998) | > grad_norm_1: tensor(252.5443, device='cuda:0') (tensor(124.2756, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3474 (0.34287545145774373) | > loader_time: 0.0033 (0.0030937048853660115) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_109500.pth  --> TIME: 2024-06-10 17:48:32 -- STEP: 74/330 -- GLOBAL_STEP: 109525 | > loss_disc: 2.0894758701324463 (2.2713562475668416) | > loss_disc_real_0: 0.07070793211460114 (0.11647826594275397) | > loss_disc_real_1: 0.16652503609657288 (0.19934070915789218) | > loss_disc_real_2: 0.25604119896888733 (0.21521329195112796) | > loss_disc_real_3: 0.20867595076560974 (0.22448644827346545) | > loss_disc_real_4: 0.1805441826581955 (0.2154699193464743) | > loss_disc_real_5: 0.16239449381828308 (0.2160081035784773) | > loss_0: 2.0894758701324463 (2.2713562475668416) | > grad_norm_0: tensor(7.0262, device='cuda:0') (tensor(12.3299, device='cuda:0')) | > loss_gen: 2.7743520736694336 (2.589193920831423) | > loss_kl: 1.6626062393188477 (1.6205540895462036) | > loss_feat: 7.646755218505859 (7.022661441081279) | > loss_mel: 20.998830795288086 (20.57105858261521) | > loss_duration: 2.0009284019470215 (2.1187861449009655) | > loss_1: 35.083473205566406 (33.92225445927803) | > grad_norm_1: tensor(137.8477, device='cuda:0') (tensor(141.1944, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3547 (0.3490238995165439) | > loader_time: 0.0036 (0.003249912648587613)  --> TIME: 2024-06-10 17:48:41 -- STEP: 99/330 -- GLOBAL_STEP: 109550 | > loss_disc: 2.366577625274658 (2.2812645652077417) | > loss_disc_real_0: 0.11936388909816742 (0.11688889382463513) | > loss_disc_real_1: 0.20323055982589722 (0.2009794143113223) | > loss_disc_real_2: 0.24453994631767273 (0.2151595250223622) | > loss_disc_real_3: 0.272203654050827 (0.22444790150180008) | > loss_disc_real_4: 0.23794707655906677 (0.21600776444179842) | > loss_disc_real_5: 0.2377396523952484 (0.21588942092476468) | > loss_0: 2.366577625274658 (2.2812645652077417) | > grad_norm_0: tensor(10.9894, device='cuda:0') (tensor(12.2519, device='cuda:0')) | > loss_gen: 2.5982322692871094 (2.5842494699690084) | > loss_kl: 1.438987374305725 (1.6337725044500948) | > loss_feat: 6.680434703826904 (7.0501227812333545) | > loss_mel: 19.94285774230957 (20.545815496733688) | > loss_duration: 2.0904440879821777 (2.111119164360893) | > loss_1: 32.750953674316406 (33.9250796924938) | > grad_norm_1: tensor(135.0611, device='cuda:0') (tensor(149.5984, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3416 (0.3498320194205852) | > loader_time: 0.0035 (0.00335525262235391)  --> TIME: 2024-06-10 17:48:50 -- STEP: 124/330 -- GLOBAL_STEP: 109575 | > loss_disc: 2.1852264404296875 (2.275443373187896) | > loss_disc_real_0: 0.10841101408004761 (0.11625846343175057) | > loss_disc_real_1: 0.20846471190452576 (0.20181141276994058) | > loss_disc_real_2: 0.15334856510162354 (0.21409928714556078) | > loss_disc_real_3: 0.20668666064739227 (0.22391266964616313) | > loss_disc_real_4: 0.1967456191778183 (0.214690406716639) | > loss_disc_real_5: 0.21271222829818726 (0.21438576641582674) | > loss_0: 2.1852264404296875 (2.275443373187896) | > grad_norm_0: tensor(4.4110, device='cuda:0') (tensor(12.6794, device='cuda:0')) | > loss_gen: 2.6521713733673096 (2.5878289168880837) | > loss_kl: 1.6238436698913574 (1.6254990475793039) | > loss_feat: 7.443731307983398 (7.068799238051137) | > loss_mel: 20.49213409423828 (20.522318624681034) | > loss_duration: 2.0834665298461914 (2.1090237536737986) | > loss_1: 34.295345306396484 (33.913469806794225) | > grad_norm_1: tensor(146.3392, device='cuda:0') (tensor(165.7650, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3588 (0.3522229809914866) | > loader_time: 0.0038 (0.0034364173489232217)  --> TIME: 2024-06-10 17:49:00 -- STEP: 149/330 -- GLOBAL_STEP: 109600 | > loss_disc: 2.1406702995300293 (2.27537387009435) | > loss_disc_real_0: 0.11287291347980499 (0.11649796876731335) | > loss_disc_real_1: 0.1899513602256775 (0.202709598429251) | > loss_disc_real_2: 0.1736096441745758 (0.2138448415586612) | > loss_disc_real_3: 0.20783205330371857 (0.22396972815462407) | > loss_disc_real_4: 0.22417563199996948 (0.2152582120975392) | > loss_disc_real_5: 0.2186410129070282 (0.2148940878226453) | > loss_0: 2.1406702995300293 (2.27537387009435) | > grad_norm_0: tensor(19.6504, device='cuda:0') (tensor(13.5208, device='cuda:0')) | > loss_gen: 2.6939544677734375 (2.5903865650996267) | > loss_kl: 1.560544490814209 (1.6226298921060245) | > loss_feat: 7.198061466217041 (7.067176495622468) | > loss_mel: 21.070646286010742 (20.515421540945162) | > loss_duration: 2.0967676639556885 (2.1096648161843317) | > loss_1: 34.61997604370117 (33.90527955637683) | > grad_norm_1: tensor(245.5314, device='cuda:0') (tensor(173.6666, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3581 (0.35469716987353833) | > loader_time: 0.0043 (0.003551113525493033)  --> TIME: 2024-06-10 17:49:09 -- STEP: 174/330 -- GLOBAL_STEP: 109625 | > loss_disc: 2.3081257343292236 (2.2761953973222036) | > loss_disc_real_0: 0.13017955422401428 (0.11629137987720556) | > loss_disc_real_1: 0.17995648086071014 (0.2025005077493601) | > loss_disc_real_2: 0.21080948412418365 (0.21431837128154163) | > loss_disc_real_3: 0.21458213031291962 (0.22343023078537536) | > loss_disc_real_4: 0.21633337438106537 (0.21511773473915013) | > loss_disc_real_5: 0.22007514536380768 (0.21499232040054497) | > loss_0: 2.3081257343292236 (2.2761953973222036) | > grad_norm_0: tensor(22.4843, device='cuda:0') (tensor(14.5218, device='cuda:0')) | > loss_gen: 2.5157573223114014 (2.5897319083926327) | > loss_kl: 1.489915132522583 (1.6203563617563799) | > loss_feat: 7.073095798492432 (7.092175538512482) | > loss_mel: 20.15488624572754 (20.501043549899396) | > loss_duration: 2.196936845779419 (2.1123355805188755) | > loss_1: 33.43059158325195 (33.915643154889686) | > grad_norm_1: tensor(109.9283, device='cuda:0') (tensor(186.1158, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.382 (0.3571719890353323) | > loader_time: 0.0049 (0.0036843261499514527)  --> TIME: 2024-06-10 17:49:19 -- STEP: 199/330 -- GLOBAL_STEP: 109650 | > loss_disc: 2.276502847671509 (2.2769947351522775) | > loss_disc_real_0: 0.1014125794172287 (0.1159725100475939) | > loss_disc_real_1: 0.20651482045650482 (0.20275067803847724) | > loss_disc_real_2: 0.232345849275589 (0.21536022709242664) | > loss_disc_real_3: 0.2682340145111084 (0.2234882703378572) | > loss_disc_real_4: 0.23457828164100647 (0.2152707311675776) | > loss_disc_real_5: 0.24781063199043274 (0.21465111879547635) | > loss_0: 2.276502847671509 (2.2769947351522775) | > grad_norm_0: tensor(5.4663, device='cuda:0') (tensor(17.1983, device='cuda:0')) | > loss_gen: 2.8537466526031494 (2.5983672573338805) | > loss_kl: 1.5340622663497925 (1.6183956256463903) | > loss_feat: 7.158901214599609 (7.120604627695515) | > loss_mel: 21.35140609741211 (20.4911077777345) | > loss_duration: 2.227130889892578 (2.1181431930867864) | > loss_1: 35.125247955322266 (33.94661868876549) | > grad_norm_1: tensor(82.7228, device='cuda:0') (tensor(203.8604, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.3919 (0.3602358815658033) | > loader_time: 0.0046 (0.0038409880058250237)  --> TIME: 2024-06-10 17:49:29 -- STEP: 224/330 -- GLOBAL_STEP: 109675 | > loss_disc: 2.194326400756836 (2.2713308994259154) | > loss_disc_real_0: 0.08935070037841797 (0.11482054735201278) | > loss_disc_real_1: 0.16302713751792908 (0.20262176769652532) | > loss_disc_real_2: 0.20526722073554993 (0.21506697538175754) | > loss_disc_real_3: 0.2231132984161377 (0.22243030528937066) | > loss_disc_real_4: 0.23041023313999176 (0.21411785476707987) | > loss_disc_real_5: 0.23067989945411682 (0.21331740390243276) | > loss_0: 2.194326400756836 (2.2713308994259154) | > grad_norm_0: tensor(15.1837, device='cuda:0') (tensor(18.1685, device='cuda:0')) | > loss_gen: 2.6991262435913086 (2.607685102948121) | > loss_kl: 1.475099802017212 (1.6191672102681232) | > loss_feat: 7.339444160461426 (7.152610783066068) | > loss_mel: 20.673011779785156 (20.480017832347325) | > loss_duration: 2.2316179275512695 (2.123561124716486) | > loss_1: 34.41830062866211 (33.98304228271757) | > grad_norm_1: tensor(473.3694, device='cuda:0') (tensor(210.1210, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.389 (0.36398121075970785) | > loader_time: 0.005 (0.003965951502323151)  --> TIME: 2024-06-10 17:49:39 -- STEP: 249/330 -- GLOBAL_STEP: 109700 | > loss_disc: 2.25154972076416 (2.265513949604877) | > loss_disc_real_0: 0.15595148503780365 (0.11458420485677011) | > loss_disc_real_1: 0.2213163673877716 (0.20242510741973013) | > loss_disc_real_2: 0.27509915828704834 (0.21487961075152737) | > loss_disc_real_3: 0.2197766751050949 (0.22217567755754694) | > loss_disc_real_4: 0.21894873678684235 (0.21328160663445792) | > loss_disc_real_5: 0.20972678065299988 (0.2124742338336615) | > loss_0: 2.25154972076416 (2.265513949604877) | > grad_norm_0: tensor(15.8913, device='cuda:0') (tensor(18.6699, device='cuda:0')) | > loss_gen: 2.7773282527923584 (2.613371547446194) | > loss_kl: 1.7082140445709229 (1.615424299814615) | > loss_feat: 6.939803123474121 (7.172867771133362) | > loss_mel: 19.97650718688965 (20.453007219306915) | > loss_duration: 2.1747288703918457 (2.130047533885543) | > loss_1: 33.57658004760742 (33.98471856021499) | > grad_norm_1: tensor(422.5062, device='cuda:0') (tensor(226.1439, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.4011 (0.3682967697281435) | > loader_time: 0.0061 (0.0041111980576113046)  --> TIME: 2024-06-10 17:49:50 -- STEP: 274/330 -- GLOBAL_STEP: 109725 | > loss_disc: 2.4382057189941406 (2.265757736498422) | > loss_disc_real_0: 0.1851377934217453 (0.11487767275721923) | > loss_disc_real_1: 0.2608647644519806 (0.20281419843217746) | > loss_disc_real_2: 0.20199966430664062 (0.21482622095920745) | > loss_disc_real_3: 0.23170754313468933 (0.22225178658527178) | > loss_disc_real_4: 0.23434963822364807 (0.21320123758411755) | > loss_disc_real_5: 0.24568867683410645 (0.21211440426154732) | > loss_0: 2.4382057189941406 (2.265757736498422) | > grad_norm_0: tensor(25.5777, device='cuda:0') (tensor(19.5199, device='cuda:0')) | > loss_gen: 2.473078727722168 (2.615531960543055) | > loss_kl: 1.6817731857299805 (1.6159641812317567) | > loss_feat: 6.741366386413574 (7.208147461396934) | > loss_mel: 19.522581100463867 (20.41389373445163) | > loss_duration: 2.19978928565979 (2.136655301943313) | > loss_1: 32.61859130859375 (33.990192830997685) | > grad_norm_1: tensor(460.7525, device='cuda:0') (tensor(238.4706, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.4366 (0.3731928672233637) | > loader_time: 0.0068 (0.004265568552226046)  --> TIME: 2024-06-10 17:50:02 -- STEP: 299/330 -- GLOBAL_STEP: 109750 | > loss_disc: 2.172123432159424 (2.2613536107500267) | > loss_disc_real_0: 0.08935500681400299 (0.11452585397705588) | > loss_disc_real_1: 0.17329852283000946 (0.2026648704822246) | > loss_disc_real_2: 0.22423718869686127 (0.21438277226227975) | > loss_disc_real_3: 0.2171080857515335 (0.22171112720583594) | > loss_disc_real_4: 0.18747036159038544 (0.2123188382407096) | > loss_disc_real_5: 0.20548216998577118 (0.2111911655568758) | > loss_0: 2.172123432159424 (2.2613536107500267) | > grad_norm_0: tensor(14.8769, device='cuda:0') (tensor(20.2353, device='cuda:0')) | > loss_gen: 2.5385022163391113 (2.620344035202843) | > loss_kl: 1.6322569847106934 (1.6162351282145266) | > loss_feat: 7.687991619110107 (7.243704065431321) | > loss_mel: 20.715078353881836 (20.378530285430195) | > loss_duration: 2.3082337379455566 (2.1453864414955066) | > loss_1: 34.88206481933594 (34.004200173062245) | > grad_norm_1: tensor(285.7931, device='cuda:0') (tensor(247.7390, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.4497 (0.3791637891112363) | > loader_time: 0.0063 (0.004427462517218446)  --> TIME: 2024-06-10 17:50:15 -- STEP: 324/330 -- GLOBAL_STEP: 109775 | > loss_disc: 2.3038089275360107 (2.2649572197301886) | > loss_disc_real_0: 0.14196594059467316 (0.11495203270726367) | > loss_disc_real_1: 0.19046668708324432 (0.2034245517426801) | > loss_disc_real_2: 0.23987530171871185 (0.2145916452562367) | > loss_disc_real_3: 0.22502464056015015 (0.22181359439352413) | > loss_disc_real_4: 0.23510389029979706 (0.21268419019969892) | > loss_disc_real_5: 0.218518927693367 (0.2110720962102031) | > loss_0: 2.3038089275360107 (2.2649572197301886) | > grad_norm_0: tensor(13.0053, device='cuda:0') (tensor(20.3720, device='cuda:0')) | > loss_gen: 2.4165616035461426 (2.618322802914515) | > loss_kl: 1.871203064918518 (1.6188291719666235) | > loss_feat: 10.03904914855957 (7.303267526037899) | > loss_mel: 20.52359390258789 (20.336633752893526) | > loss_duration: 2.333679437637329 (2.158436433768567) | > loss_1: 37.184085845947266 (34.035489859404414) | > grad_norm_1: tensor(357.0770, device='cuda:0') (tensor(252.4786, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.5753 (0.39055268705627066) | > loader_time: 0.0093 (0.004674266149968276)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2894809246063232 (2.2894809246063232) | > loss_disc_real_0: 0.10347944498062134 (0.10347944498062134) | > loss_disc_real_1: 0.212102472782135 (0.212102472782135) | > loss_disc_real_2: 0.24289199709892273 (0.24289199709892273) | > loss_disc_real_3: 0.2536962926387787 (0.2536962926387787) | > loss_disc_real_4: 0.20401597023010254 (0.20401597023010254) | > loss_disc_real_5: 0.1930520087480545 (0.1930520087480545) | > loss_0: 2.2894809246063232 (2.2894809246063232) | > loss_gen: 2.689176321029663 (2.689176321029663) | > loss_kl: 1.0373775959014893 (1.0373775959014893) | > loss_feat: 6.840696334838867 (6.840696334838867) | > loss_mel: 17.972942352294922 (17.972942352294922) | > loss_duration: 2.8315021991729736 (2.8315021991729736) | > loss_1: 31.37169647216797 (31.37169647216797)  --> STEP: 1 | > loss_disc: 2.374352216720581 (2.374352216720581) | > loss_disc_real_0: 0.12406349182128906 (0.12406349182128906) | > loss_disc_real_1: 0.15718340873718262 (0.15718340873718262) | > loss_disc_real_2: 0.17857268452644348 (0.17857268452644348) | > loss_disc_real_3: 0.3212948441505432 (0.3212948441505432) | > loss_disc_real_4: 0.31559881567955017 (0.31559881567955017) | > loss_disc_real_5: 0.3432560861110687 (0.3432560861110687) | > loss_0: 2.374352216720581 (2.374352216720581) | > loss_gen: 2.508044481277466 (2.508044481277466) | > loss_kl: 1.799651861190796 (1.799651861190796) | > loss_feat: 5.665458679199219 (5.665458679199219) | > loss_mel: 21.245929718017578 (21.245929718017578) | > loss_duration: 2.328122615814209 (2.328122615814209) | > loss_1: 33.54720687866211 (33.54720687866211)  --> STEP: 2 | > loss_disc: 2.455578327178955 (2.414965271949768) | > loss_disc_real_0: 0.09652766585350037 (0.11029557883739471) | > loss_disc_real_1: 0.28920578956604004 (0.22319459915161133) | > loss_disc_real_2: 0.2802453339099884 (0.22940900921821594) | > loss_disc_real_3: 0.28874146938323975 (0.3050181567668915) | > loss_disc_real_4: 0.2850860059261322 (0.3003424108028412) | > loss_disc_real_5: 0.23425346612930298 (0.28875477612018585) | > loss_0: 2.455578327178955 (2.414965271949768) | > loss_gen: 2.5008304119110107 (2.5044374465942383) | > loss_kl: 1.654004693031311 (1.7268282771110535) | > loss_feat: 5.3694305419921875 (5.517444610595703) | > loss_mel: 20.398406982421875 (20.822168350219727) | > loss_duration: 2.418577194213867 (2.373349905014038) | > loss_1: 32.34124755859375 (32.94422721862793)  --> STEP: 3 | > loss_disc: 2.0564911365509033 (2.29547389348348) | > loss_disc_real_0: 0.08416403084993362 (0.10158506284157436) | > loss_disc_real_1: 0.11284337937831879 (0.18641085922718048) | > loss_disc_real_2: 0.23421797156333923 (0.23101199666659036) | > loss_disc_real_3: 0.21357117593288422 (0.2745358298222224) | > loss_disc_real_4: 0.18975791335105896 (0.26348091165224713) | > loss_disc_real_5: 0.22215339541435242 (0.266554315884908) | > loss_0: 2.0564911365509033 (2.29547389348348) | > loss_gen: 2.4759626388549805 (2.494945844014486) | > loss_kl: 1.6422715187072754 (1.6986426909764607) | > loss_feat: 7.601822376251221 (6.212237199147542) | > loss_mel: 24.10155487060547 (21.91529719034831) | > loss_duration: 2.192485809326172 (2.3130618731180825) | > loss_1: 38.01409912109375 (34.63418451944987)  --> STEP: 4 | > loss_disc: 1.7211980819702148 (2.1519049406051636) | > loss_disc_real_0: 0.08382000029087067 (0.09714379720389843) | > loss_disc_real_1: 0.1402709186077118 (0.1748758740723133) | > loss_disc_real_2: 0.1721530705690384 (0.21629726514220238) | > loss_disc_real_3: 0.21223615109920502 (0.25896091014146805) | > loss_disc_real_4: 0.1854570060968399 (0.2439749352633953) | > loss_disc_real_5: 0.151178240776062 (0.23771029710769653) | > loss_0: 1.7211980819702148 (2.1519049406051636) | > loss_gen: 3.181868553161621 (2.6666765213012695) | > loss_kl: 2.1840381622314453 (1.819991558790207) | > loss_feat: 9.952012062072754 (7.147180914878845) | > loss_mel: 22.43706512451172 (22.04573917388916) | > loss_duration: 2.203855514526367 (2.285760283470154) | > loss_1: 39.958839416503906 (35.96534824371338)  --> STEP: 5 | > loss_disc: 2.049711227416992 (2.131466197967529) | > loss_disc_real_0: 0.061483461409807205 (0.09001173004508019) | > loss_disc_real_1: 0.19256474077701569 (0.17841364741325377) | > loss_disc_real_2: 0.20997214317321777 (0.21503224074840546) | > loss_disc_real_3: 0.2555446922779083 (0.2582776665687561) | > loss_disc_real_4: 0.20719307661056519 (0.23661856353282928) | > loss_disc_real_5: 0.17896012961864471 (0.22596026360988616) | > loss_0: 2.049711227416992 (2.131466197967529) | > loss_gen: 2.4915618896484375 (2.631653594970703) | > loss_kl: 1.5688759088516235 (1.7697684288024902) | > loss_feat: 6.241209506988525 (6.965986633300782) | > loss_mel: 22.38898468017578 (22.114388275146485) | > loss_duration: 2.333238124847412 (2.2952558517456056) | > loss_1: 35.023868560791016 (35.777052307128905)  --> STEP: 6 | > loss_disc: 2.0535614490509033 (2.118482073148092) | > loss_disc_real_0: 0.07517123222351074 (0.08753831374148528) | > loss_disc_real_1: 0.1297650933265686 (0.17030555506547293) | > loss_disc_real_2: 0.20344902575016022 (0.2131017049153646) | > loss_disc_real_3: 0.2622334361076355 (0.25893696149190265) | > loss_disc_real_4: 0.21364489197731018 (0.2327896182735761) | > loss_disc_real_5: 0.24609029293060303 (0.2293152684966723) | > loss_0: 2.0535614490509033 (2.118482073148092) | > loss_gen: 2.7350587844848633 (2.648887793223063) | > loss_kl: 1.8669404983520508 (1.785963773727417) | > loss_feat: 6.6819071769714355 (6.918640057245891) | > loss_mel: 20.516435623168945 (21.848062833150227) | > loss_duration: 2.072214365005493 (2.2580822706222534) | > loss_1: 33.87255859375 (35.45963668823242)  --> STEP: 7 | > loss_disc: 1.9546303749084473 (2.0950746876852855) | > loss_disc_real_0: 0.07678130269050598 (0.08600159787705966) | > loss_disc_real_1: 0.19945788383483887 (0.17447017346109664) | > loss_disc_real_2: 0.24270354211330414 (0.2173305388007845) | > loss_disc_real_3: 0.2376715987920761 (0.25589905253478457) | > loss_disc_real_4: 0.22953180968761444 (0.23232421704701015) | > loss_disc_real_5: 0.19755183160305023 (0.2247776346547263) | > loss_0: 1.9546303749084473 (2.0950746876852855) | > loss_gen: 2.8364973068237305 (2.675689152308873) | > loss_kl: 2.40800142288208 (1.874826295035226) | > loss_feat: 6.5032548904418945 (6.859299319131034) | > loss_mel: 19.558961868286133 (21.521048409598215) | > loss_duration: 2.3592426776885986 (2.272533757346017) | > loss_1: 33.665958404541016 (35.20339693341936)  --> STEP: 8 | > loss_disc: 2.148622751235962 (2.10176819562912) | > loss_disc_real_0: 0.05290590971708298 (0.08186463685706258) | > loss_disc_real_1: 0.1786414235830307 (0.1749915797263384) | > loss_disc_real_2: 0.18166384100914001 (0.21287220157682896) | > loss_disc_real_3: 0.23876838386058807 (0.25375771895051) | > loss_disc_real_4: 0.22330129146575928 (0.2311963513493538) | > loss_disc_real_5: 0.29204559326171875 (0.23318612948060036) | > loss_0: 2.148622751235962 (2.10176819562912) | > loss_gen: 2.5728096961975098 (2.6628292202949524) | > loss_kl: 2.1745636463165283 (1.9122934639453888) | > loss_feat: 7.695297718048096 (6.9637991189956665) | > loss_mel: 21.347421646118164 (21.499345064163208) | > loss_duration: 2.187347412109375 (2.2618854641914368) | > loss_1: 35.977439880371094 (35.30015230178833)  --> STEP: 9 | > loss_disc: 1.9494683742523193 (2.0848459932539196) | > loss_disc_real_0: 0.1625175029039383 (0.09082606641782655) | > loss_disc_real_1: 0.18113787472248077 (0.17567450139257643) | > loss_disc_real_2: 0.16470105946063995 (0.20751985245280796) | > loss_disc_real_3: 0.2169220745563507 (0.24966486957338122) | > loss_disc_real_4: 0.18031010031700134 (0.2255423234568702) | > loss_disc_real_5: 0.23514246940612793 (0.23340350058343676) | > loss_0: 1.9494683742523193 (2.0848459932539196) | > loss_gen: 3.3251543045043945 (2.736420896318224) | > loss_kl: 2.0969302654266357 (1.9328086641099718) | > loss_feat: 9.358875274658203 (7.229918691847059) | > loss_mel: 23.318958282470703 (21.70152431064182) | > loss_duration: 2.1003072261810303 (2.243932326634725) | > loss_1: 40.200225830078125 (35.844604916042755)  --> STEP: 10 | > loss_disc: 2.6249306201934814 (2.138854455947876) | > loss_disc_real_0: 0.09324692189693451 (0.09106815196573734) | > loss_disc_real_1: 0.2534317076206207 (0.18345022201538086) | > loss_disc_real_2: 0.34723538160324097 (0.22149140536785125) | > loss_disc_real_3: 0.3015891909599304 (0.25485730171203613) | > loss_disc_real_4: 0.32197198271751404 (0.23518528938293456) | > loss_disc_real_5: 0.30785423517227173 (0.24084857404232024) | > loss_0: 2.6249306201934814 (2.138854455947876) | > loss_gen: 2.445338726043701 (2.7073126792907716) | > loss_kl: 1.9555498361587524 (1.93508278131485) | > loss_feat: 6.393599033355713 (7.146286725997925) | > loss_mel: 21.525354385375977 (21.683907318115235) | > loss_duration: 2.237351417541504 (2.2432742357254027) | > loss_1: 34.557193756103516 (35.71586380004883)  --> STEP: 11 | > loss_disc: 1.965043544769287 (2.12305346402255) | > loss_disc_real_0: 0.04735405370593071 (0.08709414303302765) | > loss_disc_real_1: 0.18195953965187073 (0.18331470543687994) | > loss_disc_real_2: 0.23264622688293457 (0.22250548005104065) | > loss_disc_real_3: 0.2570246160030365 (0.25505433028394525) | > loss_disc_real_4: 0.1954595297574997 (0.23157385668971323) | > loss_disc_real_5: 0.17352470755577087 (0.23472822254354303) | > loss_0: 1.965043544769287 (2.12305346402255) | > loss_gen: 2.676598310470581 (2.7045204639434814) | > loss_kl: 2.2074851989746094 (1.959846637465737) | > loss_feat: 7.46422004699707 (7.175189755179665) | > loss_mel: 20.386751174926758 (21.565984032370828) | > loss_duration: 2.4324464797973633 (2.2604717124592173) | > loss_1: 35.16749954223633 (35.666012503884055)  --> STEP: 12 | > loss_disc: 1.9784672260284424 (2.1110046108563743) | > loss_disc_real_0: 0.035358086228370667 (0.0827828049659729) | > loss_disc_real_1: 0.17172598838806152 (0.18234897901614508) | > loss_disc_real_2: 0.18698883056640625 (0.21954575926065445) | > loss_disc_real_3: 0.25890088081359863 (0.25537487616141635) | > loss_disc_real_4: 0.23577278852462769 (0.2319237676759561) | > loss_disc_real_5: 0.17388932406902313 (0.22965831433733305) | > loss_0: 1.9784672260284424 (2.1110046108563743) | > loss_gen: 2.591999053955078 (2.695143679777781) | > loss_kl: 1.5290607213974 (1.923947811126709) | > loss_feat: 7.369019985198975 (7.191342274347941) | > loss_mel: 19.94413185119629 (21.430829683939617) | > loss_duration: 2.1580986976623535 (2.2519406278928122) | > loss_1: 33.59231185913086 (35.49320411682129)  --> STEP: 13 | > loss_disc: 2.3066060543060303 (2.126050875737117) | > loss_disc_real_0: 0.16228064894676208 (0.08889802373372592) | > loss_disc_real_1: 0.17332978546619415 (0.1816551948969181) | > loss_disc_real_2: 0.26659539341926575 (0.22316496188823992) | > loss_disc_real_3: 0.2518196105957031 (0.25510139419482303) | > loss_disc_real_4: 0.23188070952892303 (0.2319204555107997) | > loss_disc_real_5: 0.2535957396030426 (0.23149965474238762) | > loss_0: 2.3066060543060303 (2.126050875737117) | > loss_gen: 2.68669056892395 (2.6944934404813328) | > loss_kl: 1.78300142288208 (1.9131057812617376) | > loss_feat: 5.94582986831665 (7.095533627730149) | > loss_mel: 17.860897064208984 (21.156219482421875) | > loss_duration: 2.12174654006958 (2.241925698060256) | > loss_1: 30.39816665649414 (35.10127815833459)  --> STEP: 14 | > loss_disc: 1.7999670505523682 (2.1027591739382063) | > loss_disc_real_0: 0.06841916590929031 (0.08743524817483765) | > loss_disc_real_1: 0.12196464836597443 (0.1773915844304221) | > loss_disc_real_2: 0.12986834347248077 (0.21650091771568572) | > loss_disc_real_3: 0.17932447791099548 (0.24968875731740678) | > loss_disc_real_4: 0.16565144062042236 (0.22718695444720133) | > loss_disc_real_5: 0.20069420337677002 (0.22929926535912923) | > loss_0: 1.7999670505523682 (2.1027591739382063) | > loss_gen: 2.586390972137451 (2.6867718355996266) | > loss_kl: 2.1609914302825928 (1.9308118990489416) | > loss_feat: 9.102731704711914 (7.238904918943133) | > loss_mel: 23.556867599487305 (21.32769434792655) | > loss_duration: 2.363621234893799 (2.250618236405509) | > loss_1: 39.77060317993164 (35.434801374162944)  --> STEP: 15 | > loss_disc: 2.333983898162842 (2.118174155553182) | > loss_disc_real_0: 0.13874395191669464 (0.0908558284242948) | > loss_disc_real_1: 0.20141474902629852 (0.17899312873681386) | > loss_disc_real_2: 0.2684539556503296 (0.2199644535779953) | > loss_disc_real_3: 0.3532259464263916 (0.2565912365913391) | > loss_disc_real_4: 0.24615661799907684 (0.22845159868399303) | > loss_disc_real_5: 0.27196040749549866 (0.23214334150155386) | > loss_0: 2.333983898162842 (2.118174155553182) | > loss_gen: 2.743823289871216 (2.6905752658843993) | > loss_kl: 2.1169660091400146 (1.943222173055013) | > loss_feat: 7.410802841186523 (7.250364780426025) | > loss_mel: 20.378068923950195 (21.264385986328126) | > loss_duration: 2.281485080718994 (2.252676026026408) | > loss_1: 34.931148529052734 (35.401224517822264)  --> STEP: 16 | > loss_disc: 2.069333553314209 (2.115121617913246) | > loss_disc_real_0: 0.07869972288608551 (0.09009607182815671) | > loss_disc_real_1: 0.16953298449516296 (0.17840186972171068) | > loss_disc_real_2: 0.1947079449892044 (0.21838592179119587) | > loss_disc_real_3: 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loss_0: 2.0810749530792236 (2.1131188729230095) | > loss_gen: 2.663980007171631 (2.67418677666608) | > loss_kl: 1.614419937133789 (1.8953924669938929) | > loss_feat: 7.539297103881836 (7.237321292652803) | > loss_mel: 19.96381378173828 (21.02451717152315) | > loss_duration: 2.329265832901001 (2.26274512795841) | > loss_1: 34.11077880859375 (35.09416322147145)  --> STEP: 18 | > loss_disc: 1.811295509338379 (2.096350908279419) | > loss_disc_real_0: 0.09382882714271545 (0.08869131012923187) | > loss_disc_real_1: 0.09057974070310593 (0.17143339539567629) | > loss_disc_real_2: 0.12480846792459488 (0.21384716323680347) | > loss_disc_real_3: 0.12692449986934662 (0.2458037237326304) | > loss_disc_real_4: 0.12133638560771942 (0.22394593639506233) | > loss_disc_real_5: 0.1543450504541397 (0.22162491662634742) | > loss_0: 1.811295509338379 (2.096350908279419) | > loss_gen: 2.446824312210083 (2.661555528640747) | > loss_kl: 1.8688921928405762 (1.8939202295409308) | > loss_feat: 9.105657577514648 (7.341117752922906) | > loss_mel: 21.583288192749023 (21.055560006035698) | > loss_duration: 2.2123851776123047 (2.259947352939182) | > loss_1: 37.21704864501953 (35.21210130055746)  --> STEP: 19 | > loss_disc: 2.4266915321350098 (2.113737256903397) | > loss_disc_real_0: 0.06525366008281708 (0.0874577496004732) | > loss_disc_real_1: 0.14235621690750122 (0.16990301758050919) | > loss_disc_real_2: 0.34166210889816284 (0.2205742656400329) | > loss_disc_real_3: 0.34842944145202637 (0.25120507729680913) | > loss_disc_real_4: 0.2925150394439697 (0.22755483655553116) | > loss_disc_real_5: 0.28863629698753357 (0.22515183138219932) | > loss_0: 2.4266915321350098 (2.113737256903397) | > loss_gen: 2.534607410430908 (2.6548740487349662) | > loss_kl: 1.3632248640060425 (1.865988894512779) | > loss_feat: 6.078808307647705 (7.2746804136978955) | > loss_mel: 20.485063552856445 (21.025533876921003) | > loss_duration: 2.341109275817871 (2.2642190330906917) | > loss_1: 32.80281448364258 (35.085296731246146)  --> STEP: 20 | > loss_disc: 2.3575997352600098 (2.1259303808212278) | > loss_disc_real_0: 0.05449941009283066 (0.08580983262509108) | > loss_disc_real_1: 0.1989770084619522 (0.17135671712458134) | > loss_disc_real_2: 0.16357748210430145 (0.21772442646324636) | > loss_disc_real_3: 0.16495966911315918 (0.24689280688762666) | > loss_disc_real_4: 0.20407330989837646 (0.22638076022267342) | > loss_disc_real_5: 0.2371031641960144 (0.2257493980228901) | > loss_0: 2.3575997352600098 (2.1259303808212278) | > loss_gen: 2.0296523571014404 (2.6236129641532897) | > loss_kl: 1.5546042919158936 (1.8504196643829345) | > loss_feat: 4.749838829040527 (7.148438334465027) | > loss_mel: 17.202808380126953 (20.8343976020813) | > loss_duration: 2.296405553817749 (2.2658283591270445) | > loss_1: 27.833309173583984 (34.72269735336304)  --> STEP: 21 | > loss_disc: 2.4339210987091064 (2.140596605482555) | > loss_disc_real_0: 0.07582518458366394 (0.08533437319454693) | > loss_disc_real_1: 0.1417073756456375 (0.1699448437208221) | > loss_disc_real_2: 0.2803425192832947 (0.22070624040705816) | > loss_disc_real_3: 0.24452301859855652 (0.24677995982624235) | > loss_disc_real_4: 0.19459912180900574 (0.22486734886964163) | > loss_disc_real_5: 0.25432348251342773 (0.2271100687129157) | > loss_0: 2.4339210987091064 (2.140596605482555) | > loss_gen: 2.2255234718322754 (2.604656321661813) | > loss_kl: 1.7002544403076172 (1.843268939426967) | > loss_feat: 6.721249580383301 (7.128096012842088) | > loss_mel: 18.024211883544922 (20.700579234531947) | > loss_duration: 2.184328556060791 (2.2619474161238897) | > loss_1: 30.855567932128906 (34.53854833330427)  --> STEP: 22 | > loss_disc: 2.0400407314300537 (2.1360258839347144) | > loss_disc_real_0: 0.07469907402992249 (0.08485095050524581) | > loss_disc_real_1: 0.14242644608020782 (0.16869400746443056) | > loss_disc_real_2: 0.20692169666290283 (0.22007967023686928) | > loss_disc_real_3: 0.21226483583450317 (0.24521109055389056) | > loss_disc_real_4: 0.2145889401435852 (0.2244001484730027) | > loss_disc_real_5: 0.1563238948583603 (0.22389251535589044) | > loss_0: 2.0400407314300537 (2.1360258839347144) | > loss_gen: 2.5056660175323486 (2.6001567623832007) | > loss_kl: 1.6595032215118408 (1.8349159522490068) | > loss_feat: 7.3406243324279785 (7.137756391005083) | > loss_mel: 22.028154373168945 (20.76092355901545) | > loss_duration: 2.169649362564087 (2.2577520500529897) | > loss_1: 35.70359802246094 (34.59150513735685)  --> STEP: 23 | > loss_disc: 2.0424890518188477 (2.131959065147068) | > loss_disc_real_0: 0.07440992444753647 (0.0843969928505628) | > loss_disc_real_1: 0.20480301976203918 (0.17026396452084833) | > loss_disc_real_2: 0.22032567858695984 (0.2200903662520906) | > loss_disc_real_3: 0.23225243389606476 (0.24464767069920249) | > loss_disc_real_4: 0.20278437435626984 (0.2234603322070578) | > loss_disc_real_5: 0.2750634551048279 (0.22611733882323556) | > loss_0: 2.0424890518188477 (2.131959065147068) | > loss_gen: 2.8649075031280518 (2.611667664154716) | > loss_kl: 2.1506760120391846 (1.8486446505007537) | > loss_feat: 7.967967987060547 (7.17385254735532) | > loss_mel: 22.49991798400879 (20.83653201227603) | > loss_duration: 2.3183298110961914 (2.26038586575052) | > loss_1: 37.801795959472656 (34.73108299918797)  --> STEP: 24 | > loss_disc: 1.8937437534332275 (2.1220334271589913) | > loss_disc_real_0: 0.04840230941772461 (0.08289721437419455) | > loss_disc_real_1: 0.1650078147649765 (0.17004495828102031) | > loss_disc_real_2: 0.17615729570388794 (0.2182598216459155) | > loss_disc_real_3: 0.25772830843925476 (0.24519269727170467) | > loss_disc_real_4: 0.20966753363609314 (0.22288563226660094) | > loss_disc_real_5: 0.24210619926452637 (0.22678354134162268) | > loss_0: 1.8937437534332275 (2.1220334271589913) | > loss_gen: 2.85563325881958 (2.621832897265752) | > loss_kl: 1.6424721479415894 (1.8400541295607884) | > loss_feat: 6.959735870361328 (7.164931019147237) | > loss_mel: 21.212114334106445 (20.85218127568563) | > loss_duration: 2.387162685394287 (2.2656682332356772) | > loss_1: 35.0571174621582 (34.744667768478394)  --> STEP: 25 | > loss_disc: 2.2145442962646484 (2.1257338619232176) | > loss_disc_real_0: 0.12265782803297043 (0.08448763892054557) | > loss_disc_real_1: 0.15851812064647675 (0.16958388477563857) | > loss_disc_real_2: 0.2493346482515335 (0.21950281471014021) | > loss_disc_real_3: 0.17851360142230988 (0.24252553343772887) | > loss_disc_real_4: 0.1627807915210724 (0.2204814386367798) | > loss_disc_real_5: 0.13624164462089539 (0.22316186547279357) | > loss_0: 2.2145442962646484 (2.1257338619232176) | > loss_gen: 2.2112538814544678 (2.605409736633301) | > loss_kl: 1.7259944677352905 (1.8354917430877686) | > loss_feat: 7.895857810974121 (7.1941680908203125) | > loss_mel: 17.469545364379883 (20.7168758392334) | > loss_duration: 2.360985279083252 (2.2694809150695803) | > loss_1: 31.66363525390625 (34.62142646789551)  --> STEP: 26 | > loss_disc: 1.996140956878662 (2.120749519421504) | > loss_disc_real_0: 0.02144256979227066 (0.08206282856945808) | > loss_disc_real_1: 0.11455375701189041 (0.1674673414001098) | > loss_disc_real_2: 0.10545483976602554 (0.2151163541353666) | > loss_disc_real_3: 0.0825737938284874 (0.23637354345275804) | > loss_disc_real_4: 0.12778115272521973 (0.2169160430247967) | > loss_disc_real_5: 0.1143319234251976 (0.21897609847096297) | > loss_0: 1.996140956878662 (2.120749519421504) | > loss_gen: 2.172048568725586 (2.588741999406081) | > loss_kl: 2.219346284866333 (1.850255379310021) | > loss_feat: 19.110692977905273 (7.652495971092811) | > loss_mel: 25.445215225219727 (20.89873504638672) | > loss_duration: 2.311755418777466 (2.2711068575198836) | > loss_1: 51.25905990600586 (35.26133544628437) --> EVAL PERFORMANCE | > avg_loader_time: 0.002294265306912936 (+3.5533538231483607e-05) | > avg_loss_disc: 2.120749519421504 (-0.13381057977676392) | > avg_loss_disc_real_0: 0.08206282856945808 (-0.02120562069691144) | > avg_loss_disc_real_1: 0.1674673414001098 (-0.14447081432892725) | > avg_loss_disc_real_2: 0.2151163541353666 (+0.0009397073433949354) | > avg_loss_disc_real_3: 0.23637354345275804 (+0.008668082551314266) | > avg_loss_disc_real_4: 0.2169160430247967 (+0.0171521850503408) | > avg_loss_disc_real_5: 0.21897609847096297 (-0.01788039046984452) | > avg_loss_0: 2.120749519421504 (-0.13381057977676392) | > avg_loss_gen: 2.588741999406081 (-0.13869285583496094) | > avg_loss_kl: 1.850255379310021 (+0.0426403284072876) | > avg_loss_feat: 7.652495971092811 (+0.2529972149775572) | > avg_loss_mel: 20.89873504638672 (+0.6376205591055069) | > avg_loss_duration: 2.2711068575198836 (-0.009064490978534234) | > avg_loss_1: 35.26133544628437 (+0.7855008932260361)  > EPOCH: 66/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:50:37)   --> TIME: 2024-06-10 17:50:44 -- STEP: 19/330 -- GLOBAL_STEP: 109800 | > loss_disc: 2.4856157302856445 (2.304787460126375) | > loss_disc_real_0: 0.1904193013906479 (0.12297756224870682) | > loss_disc_real_1: 0.21492794156074524 (0.20550005922192022) | > loss_disc_real_2: 0.19678333401679993 (0.22054227245481392) | > loss_disc_real_3: 0.2411171793937683 (0.22054216579387062) | > loss_disc_real_4: 0.26711753010749817 (0.21488455879060844) | > loss_disc_real_5: 0.2618277370929718 (0.21063461350767235) | > loss_0: 2.4856157302856445 (2.304787460126375) | > grad_norm_0: tensor(10.4022, device='cuda:0') (tensor(13.0580, device='cuda:0')) | > loss_gen: 2.5189387798309326 (2.5680871386277047) | > loss_kl: 1.6926984786987305 (1.5780326378972906) | > loss_feat: 6.836866855621338 (6.815169183831466) | > loss_mel: 20.93865394592285 (20.708457143683184) | > loss_duration: 2.1471614837646484 (2.2366474051224556) | > loss_1: 34.13431930541992 (33.90639355308131) | > grad_norm_1: tensor(126.7648, device='cuda:0') (tensor(144.7551, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3377 (0.3372965737393028) | > loader_time: 0.0032 (0.0029275793778268913)  --> TIME: 2024-06-10 17:50:53 -- STEP: 44/330 -- GLOBAL_STEP: 109825 | > loss_disc: 2.264580249786377 (2.298089054497806) | > loss_disc_real_0: 0.1457948088645935 (0.11638186330145056) | > loss_disc_real_1: 0.21667291224002838 (0.20541286299174483) | > loss_disc_real_2: 0.186150461435318 (0.21936023336919871) | > loss_disc_real_3: 0.19067645072937012 (0.2240867442028089) | > loss_disc_real_4: 0.18088063597679138 (0.2141511348838156) | > loss_disc_real_5: 0.17046897113323212 (0.2137082496827299) | > loss_0: 2.264580249786377 (2.298089054497806) | > grad_norm_0: tensor(8.6992, device='cuda:0') (tensor(12.0457, device='cuda:0')) | > loss_gen: 2.4485957622528076 (2.5606682192195542) | > loss_kl: 1.4861832857131958 (1.5746872696009548) | > loss_feat: 7.40036678314209 (6.902461485429243) | > loss_mel: 20.764636993408203 (20.5998179695823) | > loss_duration: 2.032304525375366 (2.1560293381864373) | > loss_1: 34.13208770751953 (33.79366436871615) | > grad_norm_1: tensor(124.5302, device='cuda:0') (tensor(140.3020, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3444 (0.337627882307226) | > loader_time: 0.0041 (0.0031494823369112883)  --> TIME: 2024-06-10 17:51:01 -- STEP: 69/330 -- GLOBAL_STEP: 109850 | > loss_disc: 2.3487460613250732 (2.2863411454186924) | > loss_disc_real_0: 0.1791626513004303 (0.11588354991829913) | > loss_disc_real_1: 0.22503189742565155 (0.20688379782697428) | > loss_disc_real_2: 0.23322543501853943 (0.21825267050577246) | > loss_disc_real_3: 0.21389509737491608 (0.22149223197197568) | > loss_disc_real_4: 0.22438783943653107 (0.21406416227852088) | > loss_disc_real_5: 0.20086431503295898 (0.21129661625710086) | > loss_0: 2.3487460613250732 (2.2863411454186924) | > grad_norm_0: tensor(39.5283, device='cuda:0') (tensor(16.9558, device='cuda:0')) | > loss_gen: 2.607325553894043 (2.584729436515034) | > loss_kl: 1.5251529216766357 (1.5692694809125818) | > loss_feat: 6.5653862953186035 (6.94946465284928) | > loss_mel: 19.97369384765625 (20.57143100793811) | > loss_duration: 2.016406774520874 (2.1289421302684843) | > loss_1: 32.687965393066406 (33.803836850152486) | > grad_norm_1: tensor(91.8130, device='cuda:0') (tensor(212.6721, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3346 (0.3396220967389535) | > loader_time: 0.0042 (0.0032627513443214307)  --> TIME: 2024-06-10 17:51:10 -- STEP: 94/330 -- GLOBAL_STEP: 109875 | > loss_disc: 2.2119545936584473 (2.2800101828067856) | > loss_disc_real_0: 0.10526470839977264 (0.1133131575077138) | > loss_disc_real_1: 0.19025059044361115 (0.20485312634326042) | > loss_disc_real_2: 0.18156373500823975 (0.21699940968067088) | > loss_disc_real_3: 0.17991836369037628 (0.22281531704233049) | > loss_disc_real_4: 0.19947564601898193 (0.21436467624091088) | > loss_disc_real_5: 0.1955181360244751 (0.21295282672694388) | > loss_0: 2.2119545936584473 (2.2800101828067856) | > grad_norm_0: tensor(15.5558, device='cuda:0') (tensor(17.1040, device='cuda:0')) | > loss_gen: 2.6523265838623047 (2.6077632523597556) | > loss_kl: 1.6148629188537598 (1.5645179355398138) | > loss_feat: 6.933353900909424 (7.04879260570445) | > loss_mel: 20.473434448242188 (20.582634601187202) | > loss_duration: 2.107140302658081 (2.115544629857895) | > loss_1: 33.78112030029297 (33.91925318697664) | > grad_norm_1: tensor(171.4531, device='cuda:0') (tensor(222.2037, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3342 (0.34083863268507275) | > loader_time: 0.0037 (0.0033547117355022023)  --> TIME: 2024-06-10 17:51:20 -- STEP: 119/330 -- GLOBAL_STEP: 109900 | > loss_disc: 2.1837310791015625 (2.2658296733343293) | > loss_disc_real_0: 0.09376677870750427 (0.1123801005863342) | > loss_disc_real_1: 0.2153269499540329 (0.20374589231835694) | > loss_disc_real_2: 0.18400605022907257 (0.21576685126589126) | > loss_disc_real_3: 0.2384031116962433 (0.22113792372851812) | > loss_disc_real_4: 0.22324253618717194 (0.21288235410421835) | > loss_disc_real_5: 0.18661914765834808 (0.21191211157486217) | > loss_0: 2.1837310791015625 (2.2658296733343293) | > grad_norm_0: tensor(9.7534, device='cuda:0') (tensor(16.7295, device='cuda:0')) | > loss_gen: 2.6021313667297363 (2.6255518127890194) | > loss_kl: 1.5563498735427856 (1.5671243918042224) | > loss_feat: 7.067536354064941 (7.125887614338338) | > loss_mel: 21.374906539916992 (20.57678788449584) | > loss_duration: 2.0584888458251953 (2.110234233511596) | > loss_1: 34.65941619873047 (34.00558620741386) | > grad_norm_1: tensor(201.5569, device='cuda:0') (tensor(219.1611, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3836 (0.34610120989695303) | > loader_time: 0.0042 (0.00351802641604127)  --> TIME: 2024-06-10 17:51:29 -- STEP: 144/330 -- GLOBAL_STEP: 109925 | > loss_disc: 2.270735025405884 (2.2642752793100134) | > loss_disc_real_0: 0.11152368783950806 (0.11302460699031751) | > loss_disc_real_1: 0.20077826082706451 (0.20360590176035961) | > loss_disc_real_2: 0.18096677958965302 (0.21503088302496404) | > loss_disc_real_3: 0.23415808379650116 (0.2211617762222886) | > loss_disc_real_4: 0.21966825425624847 (0.21274993692835173) | > loss_disc_real_5: 0.18633168935775757 (0.2114201817247603) | > loss_0: 2.270735025405884 (2.2642752793100134) | > grad_norm_0: tensor(19.5325, device='cuda:0') (tensor(16.6625, device='cuda:0')) | > loss_gen: 2.6383297443389893 (2.6266310761372242) | > loss_kl: 1.7206214666366577 (1.5619052077333135) | > loss_feat: 7.829884052276611 (7.136011100477644) | > loss_mel: 20.7716064453125 (20.574249280823608) | > loss_duration: 2.086913585662842 (2.1104462717970214) | > loss_1: 35.04735565185547 (34.00924310419293) | > grad_norm_1: tensor(254.9594, device='cuda:0') (tensor(212.6073, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.391 (0.3506728013356525) | > loader_time: 0.004 (0.003699112269613478)  --> TIME: 2024-06-10 17:51:39 -- STEP: 169/330 -- GLOBAL_STEP: 109950 | > loss_disc: 2.120258331298828 (2.26536615501494) | > loss_disc_real_0: 0.1258067786693573 (0.11398315235707887) | > loss_disc_real_1: 0.19599200785160065 (0.20327070373049858) | > loss_disc_real_2: 0.1649477332830429 (0.21504612716697377) | > loss_disc_real_3: 0.220127671957016 (0.22121854338067523) | > loss_disc_real_4: 0.1840602457523346 (0.21251377904203517) | > loss_disc_real_5: 0.19517196714878082 (0.2114337096376532) | > loss_0: 2.120258331298828 (2.26536615501494) | > grad_norm_0: tensor(24.5243, device='cuda:0') (tensor(16.8889, device='cuda:0')) | > loss_gen: 2.7554469108581543 (2.6298862082012993) | > loss_kl: 1.448720097541809 (1.560279928015534) | > loss_feat: 7.989171028137207 (7.186286370429769) | > loss_mel: 20.251789093017578 (20.58477236956535) | > loss_duration: 2.143867015838623 (2.112022582595871) | > loss_1: 34.588993072509766 (34.073247570963275) | > grad_norm_1: tensor(297.1652, device='cuda:0') (tensor(218.7147, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3629 (0.354695259466679) | > loader_time: 0.0048 (0.0038652434151553545)  --> TIME: 2024-06-10 17:51:48 -- STEP: 194/330 -- GLOBAL_STEP: 109975 | > loss_disc: 2.2444541454315186 (2.2602512086789632) | > loss_disc_real_0: 0.12059604376554489 (0.11362493775554539) | > loss_disc_real_1: 0.1702221930027008 (0.20375600226761142) | > loss_disc_real_2: 0.23187941312789917 (0.21535556141248682) | > loss_disc_real_3: 0.22964315116405487 (0.22070599885023745) | > loss_disc_real_4: 0.24676692485809326 (0.2122579713150398) | > loss_disc_real_5: 0.25048789381980896 (0.21054159750028983) | > loss_0: 2.2444541454315186 (2.2602512086789632) | > grad_norm_0: tensor(9.0347, device='cuda:0') (tensor(16.6915, device='cuda:0')) | > loss_gen: 2.719919443130493 (2.6287755191940603) | > loss_kl: 1.6719268560409546 (1.5558323786430752) | > loss_feat: 7.40911865234375 (7.205808961514347) | > loss_mel: 20.26258659362793 (20.54850667776521) | > loss_duration: 2.130253553390503 (2.1173583533346036) | > loss_1: 34.19380569458008 (34.05628199429852) | > grad_norm_1: tensor(117.1796, device='cuda:0') (tensor(217.1844, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3735 (0.3581622064728098) | > loader_time: 0.0044 (0.003976306964441676)  --> TIME: 2024-06-10 17:51:59 -- STEP: 219/330 -- GLOBAL_STEP: 110000 | > loss_disc: 2.1964941024780273 (2.2562173044300504) | > loss_disc_real_0: 0.10197053104639053 (0.11393939703702927) | > loss_disc_real_1: 0.2174377739429474 (0.20422574020411874) | > loss_disc_real_2: 0.247290700674057 (0.21458743499022095) | > loss_disc_real_3: 0.21524828672409058 (0.21991896676962777) | > loss_disc_real_4: 0.23036114871501923 (0.2116186630372043) | > loss_disc_real_5: 0.23304370045661926 (0.21013833446317612) | > loss_0: 2.1964941024780273 (2.2562173044300504) | > grad_norm_0: tensor(14.5870, device='cuda:0') (tensor(17.1962, device='cuda:0')) | > loss_gen: 2.617489814758301 (2.6329572832203327) | > loss_kl: 1.5673363208770752 (1.5558970148704911) | > loss_feat: 8.329668045043945 (7.253924004019124) | > loss_mel: 20.126562118530273 (20.513986099800572) | > loss_duration: 2.173220634460449 (2.122281477875906) | > loss_1: 34.81427764892578 (34.07904597069029) | > grad_norm_1: tensor(258.0758, device='cuda:0') (tensor(220.8001, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.3926 (0.36276767569589835) | > loader_time: 0.0051 (0.004090140399323208) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_110000.pth  --> TIME: 2024-06-10 17:52:14 -- STEP: 244/330 -- GLOBAL_STEP: 110025 | > loss_disc: 2.447420835494995 (2.255882043330395) | > loss_disc_real_0: 0.13441480696201324 (0.11385975329235928) | > loss_disc_real_1: 0.24789585173130035 (0.20423343368485328) | > loss_disc_real_2: 0.20476913452148438 (0.21410255732594943) | > loss_disc_real_3: 0.2496957778930664 (0.21938430041563314) | > loss_disc_real_4: 0.22596335411071777 (0.2123014307657226) | > loss_disc_real_5: 0.2283719778060913 (0.2099706377895152) | > loss_0: 2.447420835494995 (2.255882043330395) | > grad_norm_0: tensor(41.9569, device='cuda:0') (tensor(18.6987, device='cuda:0')) | > loss_gen: 2.480151414871216 (2.639221606684511) | > loss_kl: 1.6187645196914673 (1.5535759329795837) | > loss_feat: 7.0375471115112305 (7.264655945730992) | > loss_mel: 19.64752769470215 (20.46658218884078) | > loss_duration: 2.1224148273468018 (2.1295065904249912) | > loss_1: 32.90640640258789 (34.05354232475405) | > grad_norm_1: tensor(319.4889, device='cuda:0') (tensor(226.3922, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.4262 (0.36751677071461913) | > loader_time: 0.0053 (0.004242814955164178)  --> TIME: 2024-06-10 17:52:25 -- STEP: 269/330 -- GLOBAL_STEP: 110050 | > loss_disc: 2.3563404083251953 (2.2434087074379048) | > loss_disc_real_0: 0.08492910861968994 (0.11121787438272987) | > loss_disc_real_1: 0.1838258057832718 (0.20359378194498753) | > loss_disc_real_2: 0.2275741845369339 (0.21409553499913128) | > loss_disc_real_3: 0.22663143277168274 (0.21949172169524053) | > loss_disc_real_4: 0.14310893416404724 (0.20892634317555836) | > loss_disc_real_5: 0.25195351243019104 (0.20959249753712725) | > loss_0: 2.3563404083251953 (2.2434087074379048) | > grad_norm_0: tensor(32.6363, device='cuda:0') (tensor(18.6708, device='cuda:0')) | > loss_gen: 2.838057041168213 (2.6658937124514654) | > loss_kl: 1.4102916717529297 (1.551354207513944) | > loss_feat: 7.4555487632751465 (7.353751563671355) | > loss_mel: 19.689992904663086 (20.446085096735057) | > loss_duration: 2.212491035461426 (2.1357665234781997) | > loss_1: 33.606380462646484 (34.15285117564147) | > grad_norm_1: tensor(571.2504, device='cuda:0') (tensor(226.7784, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.438 (0.3729222565335412) | > loader_time: 0.006 (0.004396586613141031)  --> TIME: 2024-06-10 17:52:36 -- STEP: 294/330 -- GLOBAL_STEP: 110075 | > loss_disc: 2.134786605834961 (2.256509773585261) | > loss_disc_real_0: 0.11901631951332092 (0.11151785705061186) | > loss_disc_real_1: 0.1820560097694397 (0.20418033845165148) | > loss_disc_real_2: 0.17335207760334015 (0.2146865325618764) | > loss_disc_real_3: 0.17188696563243866 (0.22014862866628737) | > loss_disc_real_4: 0.1700025498867035 (0.21324815722752588) | > loss_disc_real_5: 0.17672601342201233 (0.20993726102470542) | > loss_0: 2.134786605834961 (2.256509773585261) | > grad_norm_0: tensor(15.9399, device='cuda:0') (tensor(19.6794, device='cuda:0')) | > loss_gen: 2.5515809059143066 (2.6627883311031604) | > loss_kl: 1.4055702686309814 (1.55187683364972) | > loss_feat: 8.35448169708252 (7.361968012894095) | > loss_mel: 20.126300811767578 (20.39186947361954) | > loss_duration: 2.280344009399414 (2.1438088088619467) | > loss_1: 34.71827697753906 (34.112311486484224) | > grad_norm_1: tensor(423.7337, device='cuda:0') (tensor(231.9052, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.4508 (0.37946373345900547) | > loader_time: 0.0081 (0.004588504226840275)  --> TIME: 2024-06-10 17:52:49 -- STEP: 319/330 -- GLOBAL_STEP: 110100 | > loss_disc: 2.259789228439331 (2.2578949315420878) | > loss_disc_real_0: 0.08030913025140762 (0.11236099744665212) | > loss_disc_real_1: 0.20240211486816406 (0.20445027069238286) | > loss_disc_real_2: 0.20071212947368622 (0.21471953406042443) | > loss_disc_real_3: 0.20445634424686432 (0.2199155290298701) | > loss_disc_real_4: 0.2016923725605011 (0.2137084819119552) | > loss_disc_real_5: 0.18712767958641052 (0.20981956350392308) | > loss_0: 2.259789228439331 (2.2578949315420878) | > grad_norm_0: tensor(13.1704, device='cuda:0') (tensor(19.8475, device='cuda:0')) | > loss_gen: 2.500135660171509 (2.656717692049316) | > loss_kl: 1.7112985849380493 (1.5538723341723597) | > loss_feat: 8.560110092163086 (7.384250874055967) | > loss_mel: 20.484281539916992 (20.356652777023083) | > loss_duration: 2.3302218914031982 (2.1561503077749173) | > loss_1: 35.58605194091797 (34.10764398843888) | > grad_norm_1: tensor(221.3653, device='cuda:0') (tensor(242.9092, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.5368 (0.3892917311677364) | > loader_time: 0.0081 (0.004800976630662305)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4927775859832764 (2.4927775859832764) | > loss_disc_real_0: 0.17650321125984192 (0.17650321125984192) | > loss_disc_real_1: 0.32795897126197815 (0.32795897126197815) | > loss_disc_real_2: 0.20143017172813416 (0.20143017172813416) | > loss_disc_real_3: 0.18386881053447723 (0.18386881053447723) | > loss_disc_real_4: 0.2293061912059784 (0.2293061912059784) | > loss_disc_real_5: 0.18555016815662384 (0.18555016815662384) | > loss_0: 2.4927775859832764 (2.4927775859832764) | > loss_gen: 2.5021393299102783 (2.5021393299102783) | > loss_kl: 0.9977982044219971 (0.9977982044219971) | > loss_feat: 6.704151630401611 (6.704151630401611) | > loss_mel: 18.7823543548584 (18.7823543548584) | > loss_duration: 2.783442497253418 (2.783442497253418) | > loss_1: 31.769886016845703 (31.769886016845703)  --> STEP: 1 | > loss_disc: 2.370699167251587 (2.370699167251587) | > loss_disc_real_0: 0.15413206815719604 (0.15413206815719604) | > loss_disc_real_1: 0.2995482087135315 (0.2995482087135315) | > loss_disc_real_2: 0.1252032369375229 (0.1252032369375229) | > loss_disc_real_3: 0.2276849001646042 (0.2276849001646042) | > loss_disc_real_4: 0.15574845671653748 (0.15574845671653748) | > loss_disc_real_5: 0.16333957016468048 (0.16333957016468048) | > loss_0: 2.370699167251587 (2.370699167251587) | > loss_gen: 2.3357105255126953 (2.3357105255126953) | > loss_kl: 1.7360668182373047 (1.7360668182373047) | > loss_feat: 7.281062126159668 (7.281062126159668) | > loss_mel: 21.684200286865234 (21.684200286865234) | > loss_duration: 2.309849500656128 (2.309849500656128) | > loss_1: 35.34688949584961 (35.34688949584961)  --> STEP: 2 | > loss_disc: 2.4111313819885254 (2.390915274620056) | > loss_disc_real_0: 0.055735163390636444 (0.10493361577391624) | > loss_disc_real_1: 0.357422411441803 (0.32848531007766724) | > loss_disc_real_2: 0.31061774492263794 (0.2179104909300804) | > loss_disc_real_3: 0.2991234064102173 (0.26340415328741074) | > loss_disc_real_4: 0.18364816904067993 (0.1696983128786087) | > loss_disc_real_5: 0.2601819336414337 (0.2117607519030571) | > loss_0: 2.4111313819885254 (2.390915274620056) | > loss_gen: 2.6069164276123047 (2.4713134765625) | > loss_kl: 2.0895586013793945 (1.9128127098083496) | > loss_feat: 5.2009100914001465 (6.240986108779907) | > loss_mel: 23.291345596313477 (22.487772941589355) | > loss_duration: 2.4773271083831787 (2.3935883045196533) | > loss_1: 35.666053771972656 (35.50647163391113)  --> STEP: 3 | > loss_disc: 2.3863213062286377 (2.3893839518229165) | > loss_disc_real_0: 0.09937813133001328 (0.10308178762594859) | > loss_disc_real_1: 0.32665199041366577 (0.32787420352300006) | > loss_disc_real_2: 0.1992749720811844 (0.21169865131378174) | > loss_disc_real_3: 0.22781172394752502 (0.2515400101741155) | > loss_disc_real_4: 0.23971565067768097 (0.19303742547829947) | > loss_disc_real_5: 0.21932482719421387 (0.2142821103334427) | > loss_0: 2.3863213062286377 (2.3893839518229165) | > loss_gen: 2.3455498218536377 (2.4293922583262124) | > loss_kl: 2.2969419956207275 (2.040855805079142) | > loss_feat: 5.734630584716797 (6.072200934092204) | > loss_mel: 19.9656925201416 (21.647079467773438) | > loss_duration: 2.20363187789917 (2.3302694956461587) | > loss_1: 32.54644775390625 (34.519797007242836)  --> STEP: 4 | > loss_disc: 2.222342014312744 (2.3476234674453735) | > loss_disc_real_0: 0.05608237162232399 (0.09133193362504244) | > loss_disc_real_1: 0.3179372251033783 (0.32538995891809464) | > loss_disc_real_2: 0.23814968764781952 (0.21831141039729118) | > loss_disc_real_3: 0.1900830864906311 (0.2361757792532444) | > loss_disc_real_4: 0.1594320833683014 (0.18463608995079994) | > loss_disc_real_5: 0.16690917313098907 (0.20243887603282928) | > loss_0: 2.222342014312744 (2.3476234674453735) | > loss_gen: 2.279491424560547 (2.391917049884796) | > loss_kl: 1.9353333711624146 (2.0144751965999603) | > loss_feat: 6.172311305999756 (6.097228527069092) | > loss_mel: 20.75286865234375 (21.423526763916016) | > loss_duration: 2.267738103866577 (2.3146366477012634) | > loss_1: 33.40774154663086 (34.241783142089844)  --> STEP: 5 | > loss_disc: 2.1978297233581543 (2.3176647186279298) | > loss_disc_real_0: 0.073068767786026 (0.08767930045723915) | > loss_disc_real_1: 0.4863593280315399 (0.3575838327407837) | > loss_disc_real_2: 0.1376776397228241 (0.20218465626239776) | > loss_disc_real_3: 0.19508104026317596 (0.2279568314552307) | > loss_disc_real_4: 0.16420261561870575 (0.18054939508438111) | > loss_disc_real_5: 0.19457851350307465 (0.20086680352687836) | > loss_0: 2.1978297233581543 (2.3176647186279298) | > loss_gen: 2.6537575721740723 (2.4442851543426514) | > loss_kl: 1.6056957244873047 (1.9327193021774292) | > loss_feat: 5.784048080444336 (6.0345924377441404) | > loss_mel: 18.925140380859375 (20.923849487304686) | > loss_duration: 2.4253697395324707 (2.336783266067505) | > loss_1: 31.394010543823242 (33.67222862243652)  --> STEP: 6 | > loss_disc: 2.472485303878784 (2.3434681495030723) | > loss_disc_real_0: 0.16736941039562225 (0.10096098544696967) | > loss_disc_real_1: 0.3090447783470154 (0.3494939903418223) | > loss_disc_real_2: 0.24491539597511292 (0.20930644621451697) | > loss_disc_real_3: 0.3186366558074951 (0.24307013551394144) | > loss_disc_real_4: 0.23356260359287262 (0.18938492983579636) | > loss_disc_real_5: 0.203780859708786 (0.2013524795571963) | > loss_0: 2.472485303878784 (2.3434681495030723) | > loss_gen: 2.447322368621826 (2.4447913567225137) | > loss_kl: 1.742705225944519 (1.901050289471944) | > loss_feat: 4.956798076629639 (5.854960044225057) | > loss_mel: 19.698156356811523 (20.71956729888916) | > loss_duration: 2.1200075149536133 (2.3006539742151895) | > loss_1: 30.964988708496094 (33.22102197011312)  --> STEP: 7 | > loss_disc: 2.1992645263671875 (2.3228676319122314) | > loss_disc_real_0: 0.06319141387939453 (0.0955653323658875) | > loss_disc_real_1: 0.35326188802719116 (0.35003226143973215) | > loss_disc_real_2: 0.233877494931221 (0.21281659603118896) | > loss_disc_real_3: 0.21592386066913605 (0.2391920962503978) | > loss_disc_real_4: 0.2292579561471939 (0.1950810764517103) | > loss_disc_real_5: 0.2712179720401764 (0.21133326419762202) | > loss_0: 2.1992645263671875 (2.3228676319122314) | > loss_gen: 2.9243597984313965 (2.513301134109497) | > loss_kl: 2.3642868995666504 (1.9672269480569022) | > loss_feat: 6.751162052154541 (5.982988902500698) | > loss_mel: 23.91649055480957 (21.176270621163503) | > loss_duration: 2.3538451194763184 (2.3082527092524936) | > loss_1: 38.310142517089844 (33.94803919110979)  --> STEP: 8 | > loss_disc: 2.171363115310669 (2.303929567337036) | > loss_disc_real_0: 0.05540699139237404 (0.09054553974419832) | > loss_disc_real_1: 0.366008996963501 (0.35202935338020325) | > loss_disc_real_2: 0.1963842511177063 (0.21076255291700363) | > loss_disc_real_3: 0.16239292919635773 (0.2295922003686428) | > loss_disc_real_4: 0.15581463277339935 (0.19017277099192142) | > loss_disc_real_5: 0.1610718071460724 (0.20505058206617832) | > loss_0: 2.171363115310669 (2.303929567337036) | > loss_gen: 2.7470617294311523 (2.542521208524704) | > loss_kl: 2.1283979415893555 (1.9873733222484589) | > loss_feat: 9.381632804870605 (6.407819390296936) | > loss_mel: 23.165922164916992 (21.42497706413269) | > loss_duration: 2.202345609664917 (2.2950143218040466) | > loss_1: 39.625362396240234 (34.6577045917511)  --> STEP: 9 | > loss_disc: 2.2328014373779297 (2.296026441786024) | > loss_disc_real_0: 0.13949018716812134 (0.095983833902412) | > loss_disc_real_1: 0.35529714822769165 (0.35239244169659084) | > loss_disc_real_2: 0.2773270606994629 (0.21815860933727688) | > loss_disc_real_3: 0.2267047017812729 (0.22927136719226837) | > loss_disc_real_4: 0.188642218708992 (0.1900027096271515) | > loss_disc_real_5: 0.14082388579845428 (0.19791428248087564) | > loss_0: 2.2328014373779297 (2.296026441786024) | > loss_gen: 2.7114357948303223 (2.561289495891995) | > loss_kl: 1.9762006998062134 (1.9861319197548761) | > loss_feat: 7.216869354248047 (6.4977138307359485) | > loss_mel: 21.094329833984375 (21.3882384830051) | > loss_duration: 2.0548908710479736 (2.2683339383867054) | > loss_1: 35.05372619628906 (34.70170699225532)  --> STEP: 10 | > loss_disc: 2.3798670768737793 (2.3044105052947996) | > loss_disc_real_0: 0.06737026572227478 (0.09312247708439828) | > loss_disc_real_1: 0.3209230899810791 (0.34924550652503966) | > loss_disc_real_2: 0.18968313932418823 (0.21531106233596803) | > loss_disc_real_3: 0.25463035702705383 (0.23180726617574693) | > loss_disc_real_4: 0.21058128774166107 (0.19206056743860245) | > loss_disc_real_5: 0.3380131125450134 (0.21192416548728943) | > loss_0: 2.3798670768737793 (2.3044105052947996) | > loss_gen: 2.4773342609405518 (2.5528939723968507) | > loss_kl: 1.625151515007019 (1.9500338792800904) | > loss_feat: 6.1054229736328125 (6.458484745025634) | > loss_mel: 21.461740493774414 (21.395588684082032) | > loss_duration: 2.260101795196533 (2.267510724067688) | > loss_1: 33.929752349853516 (34.624511528015134)  --> STEP: 11 | > loss_disc: 2.2668726444244385 (2.3009979724884033) | > loss_disc_real_0: 0.07258205860853195 (0.09125516631386497) | > loss_disc_real_1: 0.3550286591053009 (0.34977124766869977) | > loss_disc_real_2: 0.3600369393825531 (0.22846796024929394) | > loss_disc_real_3: 0.19657088816165924 (0.22860395908355713) | > loss_disc_real_4: 0.16448061168193817 (0.18955329873345114) | > loss_disc_real_5: 0.16841581463813782 (0.20796886086463928) | > loss_0: 2.2668726444244385 (2.3009979724884033) | > loss_gen: 2.8719751834869385 (2.581901355223222) | > loss_kl: 2.7729907035827637 (2.024848136034879) | > loss_feat: 8.64645004272461 (6.657390681180087) | > loss_mel: 19.639280319213867 (21.235924287275836) | > loss_duration: 2.417001247406006 (2.281100771643899) | > loss_1: 36.34769821166992 (34.781164862892844)  --> STEP: 12 | > loss_disc: 2.1446213722229004 (2.2879665891329446) | > loss_disc_real_0: 0.03862050920724869 (0.0868689448883136) | > loss_disc_real_1: 0.3183704614639282 (0.34715451548496884) | > loss_disc_real_2: 0.16548505425453186 (0.22321938474973044) | > loss_disc_real_3: 0.1549285650253296 (0.22246434291203818) | > loss_disc_real_4: 0.14609447121620178 (0.18593172977368036) | > loss_disc_real_5: 0.1686214804649353 (0.20468991249799728) | > loss_0: 2.1446213722229004 (2.2879665891329446) | > loss_gen: 2.439356565475464 (2.570022622744242) | > loss_kl: 1.895451545715332 (2.0140650868415833) | > loss_feat: 7.417019844055176 (6.720693111419678) | > loss_mel: 21.89666748046875 (21.290986220041912) | > loss_duration: 2.2136282920837402 (2.275478065013886) | > loss_1: 35.86212158203125 (34.87124458948771)  --> STEP: 13 | > loss_disc: 2.195788860321045 (2.2808759946089525) | > loss_disc_real_0: 0.08546479046344757 (0.08676093300947776) | > loss_disc_real_1: 0.3127567768096924 (0.3445085355868706) | > loss_disc_real_2: 0.26567214727401733 (0.22648498186698326) | > loss_disc_real_3: 0.20745591819286346 (0.22130984870287088) | > loss_disc_real_4: 0.19129681587219238 (0.18634442870433515) | > loss_disc_real_5: 0.2232908308506012 (0.2061207523712745) | > loss_0: 2.195788860321045 (2.2808759946089525) | > loss_gen: 2.662003993988037 (2.577098112839919) | > loss_kl: 1.7918875217437744 (1.9969745049109826) | > loss_feat: 5.857265472412109 (6.654275600726788) | > loss_mel: 17.97282600402832 (21.035743126502403) | > loss_duration: 2.1004724502563477 (2.2620160946479215) | > loss_1: 30.384456634521484 (34.52610705449031)  --> STEP: 14 | > loss_disc: 2.2522008419036865 (2.2788277694157193) | > loss_disc_real_0: 0.05314572900533676 (0.08435984700918198) | > loss_disc_real_1: 0.3765348196029663 (0.346796127302306) | > loss_disc_real_2: 0.18402408063411713 (0.22345206035034998) | > loss_disc_real_3: 0.16775241494178772 (0.21748431771993637) | > loss_disc_real_4: 0.20039895176887512 (0.18734832320894515) | > loss_disc_real_5: 0.17563681304454803 (0.20394332813365118) | > loss_0: 2.2522008419036865 (2.2788277694157193) | > loss_gen: 2.680037260055542 (2.584450909069606) | > loss_kl: 2.6996161937713623 (2.047163196972438) | > loss_feat: 8.558289527893066 (6.79027659552438) | > loss_mel: 22.33076286315918 (21.1282445362636) | > loss_duration: 2.382751703262329 (2.270640066691808) | > loss_1: 38.651458740234375 (34.82077503204346)  --> STEP: 15 | > loss_disc: 2.3756601810455322 (2.285283263524373) | > loss_disc_real_0: 0.13765209913253784 (0.0879126638174057) | > loss_disc_real_1: 0.4044033885002136 (0.35063661138216656) | > loss_disc_real_2: 0.1934390366077423 (0.2214511921008428) | > loss_disc_real_3: 0.19813178479671478 (0.21619414885838825) | > loss_disc_real_4: 0.19048672914505005 (0.18755755027135212) | > loss_disc_real_5: 0.22314973175525665 (0.20522375504175822) | > loss_0: 2.3756601810455322 (2.285283263524373) | > loss_gen: 2.4204812049865723 (2.5735195954640706) | > loss_kl: 1.9458249807357788 (2.0404073158899942) | > loss_feat: 6.182558059692383 (6.749762026468913) | > loss_mel: 18.385730743408203 (20.945410283406577) | > loss_duration: 2.240276575088501 (2.268615833918254) | > loss_1: 31.17487144470215 (34.57771479288737)  --> STEP: 16 | > loss_disc: 2.139782667160034 (2.276189476251602) | > loss_disc_real_0: 0.061953552067279816 (0.08629021933302283) | > loss_disc_real_1: 0.4026772379875183 (0.35388915054500103) | > loss_disc_real_2: 0.31767988204956055 (0.22746548522263765) | > loss_disc_real_3: 0.123694509267807 (0.21041292138397694) | > loss_disc_real_4: 0.08723036199808121 (0.1812871010042727) | > loss_disc_real_5: 0.08891971409320831 (0.19795475248247385) | > loss_0: 2.139782667160034 (2.276189476251602) | > loss_gen: 2.6964428424835205 (2.5812022984027863) | > loss_kl: 1.864157795906067 (2.029391720890999) | > loss_feat: 9.109777450561523 (6.897262990474701) | > loss_mel: 21.002988815307617 (20.94900894165039) | > loss_duration: 2.368802547454834 (2.2748775035142903) | > loss_1: 37.04216766357422 (34.7317430973053)  --> STEP: 17 | > loss_disc: 2.162538766860962 (2.2695041404050937) | > loss_disc_real_0: 0.06901994347572327 (0.08527432075318168) | > loss_disc_real_1: 0.3856833279132843 (0.3557593962725471) | > loss_disc_real_2: 0.24953454732894897 (0.22876366534653833) | > loss_disc_real_3: 0.17566542327404022 (0.20836895090692184) | > loss_disc_real_4: 0.14446265995502472 (0.17912095741314046) | > loss_disc_real_5: 0.14489461481571198 (0.1948335679138408) | > loss_0: 2.162538766860962 (2.2695041404050937) | > loss_gen: 2.6377434730529785 (2.5845282498527977) | > loss_kl: 1.3374921083450317 (1.9886917436824125) | > loss_feat: 6.70256233215332 (6.885810010573444) | > loss_mel: 19.02989959716797 (20.836120156680835) | > loss_duration: 2.362359046936035 (2.280023476656746) | > loss_1: 32.0700569152832 (34.57517332189224)  --> STEP: 18 | > loss_disc: 2.4115090370178223 (2.2773933013280234) | > loss_disc_real_0: 0.07834674417972565 (0.08488945538798968) | > loss_disc_real_1: 0.23451584577560425 (0.3490236434671614) | > loss_disc_real_2: 0.15413466095924377 (0.2246176095472442) | > loss_disc_real_3: 0.1066814586520195 (0.20271964578164947) | > loss_disc_real_4: 0.10304370522499084 (0.1748944434026877) | > loss_disc_real_5: 0.10616198182106018 (0.1899073686864641) | > loss_0: 2.4115090370178223 (2.2773933013280234) | > loss_gen: 1.9546312093734741 (2.5495339698261685) | > loss_kl: 1.9870225191116333 (1.988599008984036) | > loss_feat: 10.610275268554688 (7.092724747127956) | > loss_mel: 24.6468563079834 (21.04782772064209) | > loss_duration: 2.205437183380127 (2.2758797936969337) | > loss_1: 41.40422439575195 (34.95456504821777)  --> STEP: 19 | > loss_disc: 2.5020596981048584 (2.289217848526804) | > loss_disc_real_0: 0.08316722512245178 (0.08479881168980348) | > loss_disc_real_1: 0.38836029171943665 (0.3510939933751759) | > loss_disc_real_2: 0.2974436581134796 (0.2284505594717829) | > loss_disc_real_3: 0.16813606023788452 (0.20089945706881976) | > loss_disc_real_4: 0.14669950306415558 (0.17341049917434392) | > loss_disc_real_5: 0.14518024027347565 (0.1875533092963068) | > loss_0: 2.5020596981048584 (2.289217848526804) | > loss_gen: 2.391073703765869 (2.541193955822995) | > loss_kl: 1.4423786401748657 (1.9598505685203953) | > loss_feat: 8.130818367004395 (7.147361253437243) | > loss_mel: 19.26585578918457 (20.95403972424959) | > loss_duration: 2.309915781021118 (2.2776711614508383) | > loss_1: 33.540042877197266 (34.880116512900905)  --> STEP: 20 | > loss_disc: 2.4646453857421875 (2.2979892253875733) | > loss_disc_real_0: 0.10810956358909607 (0.08596434928476811) | > loss_disc_real_1: 0.3335919678211212 (0.35021889209747314) | > loss_disc_real_2: 0.1912185102701187 (0.22658895701169968) | > loss_disc_real_3: 0.2166370302438736 (0.20168633572757244) | > loss_disc_real_4: 0.22532036900520325 (0.17600599266588687) | > loss_disc_real_5: 0.23397527635097504 (0.18987440764904023) | > loss_0: 2.4646453857421875 (2.2979892253875733) | > loss_gen: 2.080392360687256 (2.518153876066208) | > loss_kl: 1.6234381198883057 (1.943029946088791) | > loss_feat: 3.786679983139038 (6.979327189922333) | > loss_mel: 17.038320541381836 (20.7582537651062) | > loss_duration: 2.324498414993286 (2.2800125241279607) | > loss_1: 26.853330612182617 (34.47877721786499)  --> STEP: 21 | > loss_disc: 2.309373617172241 (2.298531339282081) | > loss_disc_real_0: 0.07741472870111465 (0.08555722449507032) | > loss_disc_real_1: 0.28427010774612427 (0.347078473795028) | > loss_disc_real_2: 0.3000267446041107 (0.2300859945161002) | > loss_disc_real_3: 0.19573600590229034 (0.2014029866882733) | > loss_disc_real_4: 0.10983189940452576 (0.17285484536772683) | > loss_disc_real_5: 0.19994805753231049 (0.19035410526252927) | > loss_0: 2.309373617172241 (2.298531339282081) | > loss_gen: 2.4229204654693604 (2.5136189517520724) | > loss_kl: 1.6635576486587524 (1.9297217414492653) | > loss_feat: 6.477602005004883 (6.955435514450073) | > loss_mel: 18.34464454650879 (20.643319992792037) | > loss_duration: 2.12105655670166 (2.272443192345756) | > loss_1: 31.029781341552734 (34.31453931899298)  --> STEP: 22 | > loss_disc: 2.1181540489196777 (2.2903323715383355) | > loss_disc_real_0: 0.053859829902648926 (0.08411643383177844) | > loss_disc_real_1: 0.3495677709579468 (0.34719162366606976) | > loss_disc_real_2: 0.16990534961223602 (0.22735051065683365) | > loss_disc_real_3: 0.16326752305030823 (0.19966955652291124) | > loss_disc_real_4: 0.17876754701137543 (0.17312360453334721) | > loss_disc_real_5: 0.1768190860748291 (0.18973887711763382) | > loss_0: 2.1181540489196777 (2.2903323715383355) | > loss_gen: 2.542647361755371 (2.5149384249340403) | > loss_kl: 1.9540987014770508 (1.9308297850868918) | > loss_feat: 7.317951679229736 (6.971913521940058) | > loss_mel: 20.668729782104492 (20.64447498321533) | > loss_duration: 2.135565757751465 (2.2662214907732885) | > loss_1: 34.618995666503906 (34.32837824387984)  --> STEP: 23 | > loss_disc: 2.4140684604644775 (2.295712201491646) | > loss_disc_real_0: 0.08685345947742462 (0.08423543494680653) | > loss_disc_real_1: 0.5014539361000061 (0.3538986807284148) | > loss_disc_real_2: 0.17989985644817352 (0.225287438734718) | > loss_disc_real_3: 0.22894558310508728 (0.20094242724387543) | > loss_disc_real_4: 0.20087331533432007 (0.1743301136986069) | > loss_disc_real_5: 0.1936350017786026 (0.18990827384202377) | > loss_0: 2.4140684604644775 (2.295712201491646) | > loss_gen: 2.647940158843994 (2.520721109017082) | > loss_kl: 2.0392327308654785 (1.9355429566424827) | > loss_feat: 6.601619720458984 (6.955813791440881) | > loss_mel: 19.29750633239746 (20.585911128831945) | > loss_duration: 2.2528629302978516 (2.2656406837960956) | > loss_1: 32.83916091918945 (34.263629664545476)  --> STEP: 24 | > loss_disc: 2.2240819931030273 (2.292727609475454) | > loss_disc_real_0: 0.059108100831508636 (0.08318846269200246) | > loss_disc_real_1: 0.4426620602607727 (0.35759715487559635) | > loss_disc_real_2: 0.22441662847995758 (0.22525115497410297) | > loss_disc_real_3: 0.1582394242286682 (0.19916313545157513) | > loss_disc_real_4: 0.1579292118549347 (0.1736467427884539) | > loss_disc_real_5: 0.1375020295381546 (0.18772468032936254) | > loss_0: 2.2240819931030273 (2.292727609475454) | > loss_gen: 2.7168071269989014 (2.5288913597663245) | > loss_kl: 2.4320387840270996 (1.9562302827835083) | > loss_feat: 7.1004462242126465 (6.961840142806371) | > loss_mel: 18.97455406188965 (20.518771251042683) | > loss_duration: 2.41264009475708 (2.2717656592528033) | > loss_1: 33.6364860534668 (34.23749868075053)  --> STEP: 25 | > loss_disc: 2.478592872619629 (2.3001622200012206) | > loss_disc_real_0: 0.09598355740308762 (0.08370026648044586) | > loss_disc_real_1: 0.3136012554168701 (0.3558373188972473) | > loss_disc_real_2: 0.26778462529182434 (0.22695249378681182) | > loss_disc_real_3: 0.2213427871465683 (0.20005032151937485) | > loss_disc_real_4: 0.19493140280246735 (0.17449812918901444) | > loss_disc_real_5: 0.1676304191350937 (0.1869209098815918) | > loss_0: 2.478592872619629 (2.3001622200012206) | > loss_gen: 2.3743367195129395 (2.522709174156189) | > loss_kl: 1.7961691617965698 (1.9498278379440308) | > loss_feat: 7.778334140777588 (6.99449990272522) | > loss_mel: 19.09299659729004 (20.46174026489258) | > loss_duration: 2.3371992111206055 (2.2743830013275153) | > loss_1: 33.37903594970703 (34.20316017150879)  --> STEP: 26 | > loss_disc: 2.31687593460083 (2.3008050551781287) | > loss_disc_real_0: 0.05364564061164856 (0.08254431933164597) | > loss_disc_real_1: 0.27739667892456055 (0.35282037120599014) | > loss_disc_real_2: 0.1514582335948944 (0.224048868394815) | > loss_disc_real_3: 0.10731387138366699 (0.19648353497569376) | > loss_disc_real_4: 0.18928903341293335 (0.17506701012070364) | > loss_disc_real_5: 0.1729028820991516 (0.18638175496688256) | > loss_0: 2.31687593460083 (2.3008050551781287) | > loss_gen: 2.160066604614258 (2.508761383019961) | > loss_kl: 2.048578977584839 (1.9536259586994464) | > loss_feat: 16.348249435424805 (7.354259500136743) | > loss_mel: 22.478439331054688 (20.53930561359112) | > loss_duration: 2.286553382873535 (2.274851092925439) | > loss_1: 45.32188415527344 (34.63080340165359) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023203262915978064 (+2.6060984684870593e-05) | > avg_loss_disc: 2.3008050551781287 (+0.1800555357566247) | > avg_loss_disc_real_0: 0.08254431933164597 (+0.00048149076218788334) | > avg_loss_disc_real_1: 0.35282037120599014 (+0.18535302980588034) | > avg_loss_disc_real_2: 0.224048868394815 (+0.00893251425944841) | > avg_loss_disc_real_3: 0.19648353497569376 (-0.03989000847706428) | > avg_loss_disc_real_4: 0.17506701012070364 (-0.04184903290409306) | > avg_loss_disc_real_5: 0.18638175496688256 (-0.032594343504080414) | > avg_loss_0: 2.3008050551781287 (+0.1800555357566247) | > avg_loss_gen: 2.508761383019961 (-0.0799806163861203) | > avg_loss_kl: 1.9536259586994464 (+0.10337057938942551) | > avg_loss_feat: 7.354259500136743 (-0.2982364709560681) | > avg_loss_mel: 20.53930561359112 (-0.35942943279559714) | > avg_loss_duration: 2.274851092925439 (+0.0037442354055552407) | > avg_loss_1: 34.63080340165359 (-0.6305320446307832)  > EPOCH: 67/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:53:13)   --> TIME: 2024-06-10 17:53:19 -- STEP: 14/330 -- GLOBAL_STEP: 110125 | > loss_disc: 2.2673094272613525 (2.271451319966997) | > loss_disc_real_0: 0.09264038503170013 (0.11094129564506668) | > loss_disc_real_1: 0.19630661606788635 (0.2023451179265976) | > loss_disc_real_2: 0.20430012047290802 (0.21890388322728022) | > loss_disc_real_3: 0.24765048921108246 (0.2190856539777347) | > loss_disc_real_4: 0.22477346658706665 (0.21013944702489035) | > loss_disc_real_5: 0.250761479139328 (0.2084517436368125) | > loss_0: 2.2673094272613525 (2.271451319966997) | > grad_norm_0: tensor(24.3181, device='cuda:0') (tensor(22.7624, device='cuda:0')) | > loss_gen: 2.6332154273986816 (2.5627757481166293) | > loss_kl: 1.4355335235595703 (1.5654936943735396) | > loss_feat: 7.154390811920166 (6.745528595788138) | > loss_mel: 20.389616012573242 (20.50652027130127) | > loss_duration: 2.1559269428253174 (2.2579534564699446) | > loss_1: 33.768680572509766 (33.63827133178711) | > grad_norm_1: tensor(388.7243, device='cuda:0') (tensor(191.6499, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3332 (0.35695551122937885) | > loader_time: 0.003 (0.003016233444213867)  --> TIME: 2024-06-10 17:53:28 -- STEP: 39/330 -- GLOBAL_STEP: 110150 | > loss_disc: 2.1711556911468506 (2.250767732277895) | > loss_disc_real_0: 0.12843453884124756 (0.11393204713479066) | > loss_disc_real_1: 0.1884870082139969 (0.19820774977023786) | > loss_disc_real_2: 0.2060607224702835 (0.21584452268404838) | > loss_disc_real_3: 0.17298062145709991 (0.21941208724792188) | > loss_disc_real_4: 0.16367006301879883 (0.21108436508056444) | > loss_disc_real_5: 0.17490005493164062 (0.20602969366770524) | > loss_0: 2.1711556911468506 (2.250767732277895) | > grad_norm_0: tensor(20.4508, device='cuda:0') (tensor(15.6302, device='cuda:0')) | > loss_gen: 2.656558036804199 (2.581664855663593) | > loss_kl: 1.4517446756362915 (1.5551661222408981) | > loss_feat: 7.809726715087891 (7.014861705975655) | > loss_mel: 20.610904693603516 (20.646064905019905) | > loss_duration: 2.1164345741271973 (2.1649612035506807) | > loss_1: 34.64537048339844 (33.96271867018479) | > grad_norm_1: tensor(225.4485, device='cuda:0') (tensor(172.9302, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3548 (0.35186454577323717) | > loader_time: 0.0033 (0.003073282730885041)  --> TIME: 2024-06-10 17:53:37 -- STEP: 64/330 -- GLOBAL_STEP: 110175 | > loss_disc: 2.3595333099365234 (2.250198666006326) | > loss_disc_real_0: 0.1263096034526825 (0.11540546198375523) | > loss_disc_real_1: 0.1754174381494522 (0.19957319414243102) | > loss_disc_real_2: 0.22094574570655823 (0.2145241890102625) | > loss_disc_real_3: 0.2346714586019516 (0.21996288490481675) | > loss_disc_real_4: 0.2389167845249176 (0.21061171451583505) | > loss_disc_real_5: 0.22087295353412628 (0.20809151115827262) | > loss_0: 2.3595333099365234 (2.250198666006326) | > grad_norm_0: tensor(7.6826, device='cuda:0') (tensor(16.3470, device='cuda:0')) | > loss_gen: 2.282788038253784 (2.5902002863585953) | > loss_kl: 1.5491236448287964 (1.56940383464098) | > loss_feat: 6.684954643249512 (7.10259272903204) | > loss_mel: 21.32415008544922 (20.593569874763496) | > loss_duration: 2.087198257446289 (2.131947422400117) | > loss_1: 33.92821502685547 (33.98771417140959) | > grad_norm_1: tensor(103.9717, device='cuda:0') (tensor(188.7113, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3453 (0.35442022234201437) | > loader_time: 0.0033 (0.0032211393117904663)  --> TIME: 2024-06-10 17:53:46 -- STEP: 89/330 -- GLOBAL_STEP: 110200 | > loss_disc: 2.13472056388855 (2.2468416637249202) | > loss_disc_real_0: 0.07609410583972931 (0.1146800715601846) | > loss_disc_real_1: 0.17164243757724762 (0.1981421010882667) | > loss_disc_real_2: 0.19169975817203522 (0.21351488302932697) | > loss_disc_real_3: 0.2320888489484787 (0.22053351412328442) | > loss_disc_real_4: 0.1828971952199936 (0.21078861379221583) | > loss_disc_real_5: 0.19015054404735565 (0.20825078547670597) | > loss_0: 2.13472056388855 (2.2468416637249202) | > grad_norm_0: tensor(8.3625, device='cuda:0') (tensor(15.5136, device='cuda:0')) | > loss_gen: 2.6814279556274414 (2.59485502993123) | > loss_kl: 1.4799799919128418 (1.5643983570377478) | > loss_feat: 8.21542739868164 (7.190598086024938) | > loss_mel: 20.615800857543945 (20.536656583293112) | > loss_duration: 2.0991554260253906 (2.1159136308712907) | > loss_1: 35.091793060302734 (34.002421754129806) | > grad_norm_1: tensor(102.3654, device='cuda:0') (tensor(182.9388, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.358 (0.35746090867546165) | > loader_time: 0.0035 (0.0033624975868825164)  --> TIME: 2024-06-10 17:53:56 -- STEP: 114/330 -- GLOBAL_STEP: 110225 | > loss_disc: 2.309566020965576 (2.246884820754067) | > loss_disc_real_0: 0.09777005016803741 (0.11539869840469277) | > loss_disc_real_1: 0.2618098258972168 (0.19902821774022622) | > loss_disc_real_2: 0.18797512352466583 (0.21317873346178154) | > loss_disc_real_3: 0.2290111482143402 (0.21975840824215034) | > loss_disc_real_4: 0.21747030317783356 (0.20928309230427994) | > loss_disc_real_5: 0.1825697124004364 (0.2082447638375717) | > loss_0: 2.309566020965576 (2.246884820754067) | > grad_norm_0: tensor(6.6399, device='cuda:0') (tensor(14.6615, device='cuda:0')) | > loss_gen: 2.647524833679199 (2.595453471468207) | > loss_kl: 1.5013296604156494 (1.5548132752117358) | > loss_feat: 7.178122043609619 (7.183207085258083) | > loss_mel: 20.628984451293945 (20.48584772411147) | > loss_duration: 2.104215621948242 (2.110430676686135) | > loss_1: 34.0601806640625 (33.929752383315744) | > grad_norm_1: tensor(165.1045, device='cuda:0') (tensor(179.0061, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3673 (0.35868726278606217) | > loader_time: 0.0035 (0.003485483035706637)  --> TIME: 2024-06-10 17:54:05 -- STEP: 139/330 -- GLOBAL_STEP: 110250 | > loss_disc: 2.2422831058502197 (2.259780897510994) | > loss_disc_real_0: 0.11462141573429108 (0.11642577665315258) | > loss_disc_real_1: 0.1837725043296814 (0.20057703190141443) | > loss_disc_real_2: 0.2257089465856552 (0.21420615986525585) | > loss_disc_real_3: 0.20899662375450134 (0.22029554114924918) | > loss_disc_real_4: 0.20476949214935303 (0.20973130910516644) | > loss_disc_real_5: 0.17499549686908722 (0.20906212872309649) | > loss_0: 2.2422831058502197 (2.259780897510994) | > grad_norm_0: tensor(14.0232, device='cuda:0') (tensor(14.2078, device='cuda:0')) | > loss_gen: 2.65752911567688 (2.5900946503920528) | > loss_kl: 1.5351231098175049 (1.5539876694301906) | > loss_feat: 7.623549461364746 (7.176879608373848) | > loss_mel: 20.20905876159668 (20.521522919908712) | > loss_duration: 2.1648387908935547 (2.1104191507366905) | > loss_1: 34.190101623535156 (33.95290407688495) | > grad_norm_1: tensor(214.6739, device='cuda:0') (tensor(172.0744, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.391 (0.36012003061582715) | > loader_time: 0.0048 (0.0035754159200105736)  --> TIME: 2024-06-10 17:54:15 -- STEP: 164/330 -- GLOBAL_STEP: 110275 | > loss_disc: 2.2448513507843018 (2.2611961466510113) | > loss_disc_real_0: 0.09126433730125427 (0.11609181957092227) | > loss_disc_real_1: 0.21476182341575623 (0.2008891538148973) | > loss_disc_real_2: 0.21411028504371643 (0.21494308068621448) | > loss_disc_real_3: 0.23633213341236115 (0.22092373069466614) | > loss_disc_real_4: 0.21543186902999878 (0.21117726722505034) | > loss_disc_real_5: 0.22625166177749634 (0.20938340928859828) | > loss_0: 2.2448513507843018 (2.2611961466510113) | > grad_norm_0: tensor(6.7330, device='cuda:0') (tensor(14.8178, device='cuda:0')) | > loss_gen: 2.644700288772583 (2.5988906883611924) | > loss_kl: 1.56110417842865 (1.5548010141384305) | > loss_feat: 7.202435493469238 (7.209076631359938) | > loss_mel: 20.474885940551758 (20.492109601090604) | > loss_duration: 2.1799168586730957 (2.1105731587584398) | > loss_1: 34.063045501708984 (33.965451217279195) | > grad_norm_1: tensor(260.3064, device='cuda:0') (tensor(183.5338, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3666 (0.3626325711971376) | > loader_time: 0.0045 (0.0037181159345115104)  --> TIME: 2024-06-10 17:54:24 -- STEP: 189/330 -- GLOBAL_STEP: 110300 | > loss_disc: 2.2144265174865723 (2.259392827906937) | > loss_disc_real_0: 0.11952348798513412 (0.11563989681699288) | > loss_disc_real_1: 0.2274935245513916 (0.20142324063828382) | > loss_disc_real_2: 0.23368047177791595 (0.2152667810361852) | > loss_disc_real_3: 0.22621823847293854 (0.2204644828246384) | > loss_disc_real_4: 0.21359531581401825 (0.2103685470169814) | > loss_disc_real_5: 0.1917203962802887 (0.2093939497357323) | > loss_0: 2.2144265174865723 (2.259392827906937) | > grad_norm_0: tensor(68.1534, device='cuda:0') (tensor(16.6698, device='cuda:0')) | > loss_gen: 2.6848487854003906 (2.6035854185699803) | > loss_kl: 1.5517606735229492 (1.5609082368315836) | > loss_feat: 7.381789207458496 (7.2135354425541305) | > loss_mel: 19.594362258911133 (20.484817020476818) | > loss_duration: 2.158936023712158 (2.1154720827385205) | > loss_1: 33.37169647216797 (33.97831833047211) | > grad_norm_1: tensor(145.0263, device='cuda:0') (tensor(193.5089, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3847 (0.36571743248631716) | > loader_time: 0.0044 (0.003846810608313828)  --> TIME: 2024-06-10 17:54:34 -- STEP: 214/330 -- GLOBAL_STEP: 110325 | > loss_disc: 2.5132017135620117 (2.2545629984864575) | > loss_disc_real_0: 0.22510553896427155 (0.11454531515591612) | > loss_disc_real_1: 0.2206784337759018 (0.20094118622418877) | > loss_disc_real_2: 0.21499958634376526 (0.21480945915540803) | > loss_disc_real_3: 0.2385966181755066 (0.2207917783444173) | > loss_disc_real_4: 0.24894404411315918 (0.20951920072330493) | > loss_disc_real_5: 0.20357666909694672 (0.20968781954774232) | > loss_0: 2.5132017135620117 (2.2545629984864575) | > grad_norm_0: tensor(54.5490, device='cuda:0') (tensor(17.6360, device='cuda:0')) | > loss_gen: 2.426572561264038 (2.6141472163601476) | > loss_kl: 1.631397008895874 (1.559577566440974) | > loss_feat: 6.405360698699951 (7.240730131897971) | > loss_mel: 20.171180725097656 (20.439882634956156) | > loss_duration: 2.209860324859619 (2.1205642930815127) | > loss_1: 32.8443717956543 (33.974901912368374) | > grad_norm_1: tensor(439.1156, device='cuda:0') (tensor(199.2857, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.3892 (0.3687814585516386) | > loader_time: 0.0048 (0.0039640464515329505)  --> TIME: 2024-06-10 17:54:45 -- STEP: 239/330 -- GLOBAL_STEP: 110350 | > loss_disc: 2.32258677482605 (2.2511894393665535) | > loss_disc_real_0: 0.09679354727268219 (0.11569878094241211) | > loss_disc_real_1: 0.2234615832567215 (0.20033728926750408) | > loss_disc_real_2: 0.22647859156131744 (0.21460019444820772) | > loss_disc_real_3: 0.2039898931980133 (0.2202181769340108) | > loss_disc_real_4: 0.23613852262496948 (0.2095942334525256) | > loss_disc_real_5: 0.2134190797805786 (0.2093838171480091) | > loss_0: 2.32258677482605 (2.2511894393665535) | > grad_norm_0: tensor(6.7992, device='cuda:0') (tensor(18.1863, device='cuda:0')) | > loss_gen: 2.472435474395752 (2.617941403488736) | > loss_kl: 1.5234155654907227 (1.5556872424720216) | > loss_feat: 6.781773090362549 (7.25494215179188) | > loss_mel: 19.565101623535156 (20.402577683516633) | > loss_duration: 2.137983560562134 (2.1273136433198334) | > loss_1: 32.480709075927734 (33.9584621285794) | > grad_norm_1: tensor(219.0918, device='cuda:0') (tensor(204.2195, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.4021 (0.3727171700369863) | > loader_time: 0.0056 (0.004091070286898431)  --> TIME: 2024-06-10 17:54:56 -- STEP: 264/330 -- GLOBAL_STEP: 110375 | > loss_disc: 2.213811159133911 (2.252140474138839) | > loss_disc_real_0: 0.0987270399928093 (0.11834301847512974) | > loss_disc_real_1: 0.2781085968017578 (0.20060908845202488) | > 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STEP: 289/330 -- GLOBAL_STEP: 110400 | > loss_disc: 2.1022465229034424 (2.2493774090671215) | > loss_disc_real_0: 0.10723022371530533 (0.11810943837499949) | > loss_disc_real_1: 0.24259331822395325 (0.2014250264963889) | > loss_disc_real_2: 0.23815372586250305 (0.2154848467829318) | > loss_disc_real_3: 0.19890107214450836 (0.2194473477898997) | > loss_disc_real_4: 0.15584655106067657 (0.20986165312540986) | > loss_disc_real_5: 0.14851808547973633 (0.20866840495164007) | > loss_0: 2.1022465229034424 (2.2493774090671215) | > grad_norm_0: tensor(26.6500, device='cuda:0') (tensor(18.6289, device='cuda:0')) | > loss_gen: 2.884875774383545 (2.6298022278452424) | > loss_kl: 1.555330753326416 (1.5570756918831261) | > loss_feat: 7.769278526306152 (7.326922403487367) | > loss_mel: 19.545347213745117 (20.364860211276685) | > loss_duration: 2.276996612548828 (2.1409994751524324) | > loss_1: 34.031829833984375 (34.01965999933265) | > grad_norm_1: tensor(392.7442, device='cuda:0') (tensor(216.2279, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.4452 (0.3822043032794676) | > loader_time: 0.0059 (0.004368985812969269)  --> TIME: 2024-06-10 17:55:19 -- STEP: 314/330 -- GLOBAL_STEP: 110425 | > loss_disc: 2.1100330352783203 (2.2434533940758676) | > loss_disc_real_0: 0.0920204445719719 (0.11792688783566663) | > loss_disc_real_1: 0.20261819660663605 (0.20106425568176675) | > loss_disc_real_2: 0.17268237471580505 (0.21521909065117503) | > loss_disc_real_3: 0.2111312747001648 (0.21844582012884176) | > loss_disc_real_4: 0.18069373071193695 (0.20939549751532305) | > loss_disc_real_5: 0.18420074880123138 (0.20832891909369997) | > loss_0: 2.1100330352783203 (2.2434533940758676) | > grad_norm_0: tensor(23.6882, device='cuda:0') (tensor(19.9256, device='cuda:0')) | > loss_gen: 2.6491622924804688 (2.6343745547495083) | > loss_kl: 1.5636403560638428 (1.5556689550162877) | > loss_feat: 8.12546157836914 (7.368791678908524) | > loss_mel: 20.702333450317383 (20.33563884808001) | > loss_duration: 2.3144149780273438 (2.1524909055157053) | > loss_1: 35.355010986328125 (34.04696494910372) | > grad_norm_1: tensor(176.5910, device='cuda:0') (tensor(227.8490, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.5251 (0.3910480153029132) | > loader_time: 0.0081 (0.004566811452246013)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.262310266494751 (2.262310266494751) | > loss_disc_real_0: 0.09513828158378601 (0.09513828158378601) | > loss_disc_real_1: 0.28575968742370605 (0.28575968742370605) | > loss_disc_real_2: 0.2125723659992218 (0.2125723659992218) | > loss_disc_real_3: 0.22588451206684113 (0.22588451206684113) | > loss_disc_real_4: 0.22532901167869568 (0.22532901167869568) | > loss_disc_real_5: 0.236909419298172 (0.236909419298172) | > loss_0: 2.262310266494751 (2.262310266494751) | > loss_gen: 2.497734308242798 (2.497734308242798) | > loss_kl: 1.5932986736297607 (1.5932986736297607) | > loss_feat: 6.0310587882995605 (6.0310587882995605) | > loss_mel: 17.308666229248047 (17.308666229248047) | > loss_duration: 2.791597604751587 (2.791597604751587) | > loss_1: 30.222354888916016 (30.222354888916016)  --> STEP: 1 | > loss_disc: 2.263261079788208 (2.263261079788208) | > loss_disc_real_0: 0.04916781187057495 (0.04916781187057495) | > loss_disc_real_1: 0.23807954788208008 (0.23807954788208008) | > loss_disc_real_2: 0.17830048501491547 (0.17830048501491547) | > loss_disc_real_3: 0.24668747186660767 (0.24668747186660767) | > loss_disc_real_4: 0.24895255267620087 (0.24895255267620087) | > loss_disc_real_5: 0.27734264731407166 (0.27734264731407166) | > loss_0: 2.263261079788208 (2.263261079788208) | > loss_gen: 2.4505341053009033 (2.4505341053009033) | > loss_kl: 2.249537706375122 (2.249537706375122) | > loss_feat: 6.816544532775879 (6.816544532775879) | > loss_mel: 22.527624130249023 (22.527624130249023) | > loss_duration: 2.3368027210235596 (2.3368027210235596) | > loss_1: 36.38104248046875 (36.38104248046875)  --> STEP: 2 | > loss_disc: 2.470202684402466 (2.366731882095337) | > loss_disc_real_0: 0.03397402912378311 (0.04157092049717903) | > loss_disc_real_1: 0.2840083837509155 (0.2610439658164978) | > loss_disc_real_2: 0.3419341444969177 (0.2601173147559166) | > loss_disc_real_3: 0.29072150588035583 (0.26870448887348175) | > loss_disc_real_4: 0.3115667998790741 (0.2802596762776375) | > loss_disc_real_5: 0.32748764753341675 (0.3024151474237442) | > loss_0: 2.470202684402466 (2.366731882095337) | > loss_gen: 2.6862332820892334 (2.5683836936950684) | > loss_kl: 2.375105857849121 (2.3123217821121216) | > loss_feat: 6.316997051239014 (6.566770792007446) | > loss_mel: 21.3502254486084 (21.93892478942871) | > loss_duration: 2.431166172027588 (2.3839844465255737) | > loss_1: 35.15972900390625 (35.7703857421875)  --> STEP: 3 | > loss_disc: 2.561765432357788 (2.431743065516154) | > loss_disc_real_0: 0.060885217040777206 (0.04800901934504509) | > loss_disc_real_1: 0.2648565173149109 (0.2623148163159688) | > loss_disc_real_2: 0.10903633385896683 (0.20975698779026666) | > loss_disc_real_3: 0.1442527025938034 (0.22722056011358896) | > loss_disc_real_4: 0.17794694006443024 (0.24615543087323508) | > loss_disc_real_5: 0.21219928562641144 (0.27234319349129993) | > loss_0: 2.561765432357788 (2.431743065516154) | > loss_gen: 1.9901854991912842 (2.375650962193807) | > loss_kl: 1.7565727233886719 (2.1270720958709717) | > loss_feat: 7.270942211151123 (6.801494598388672) | > loss_mel: 22.33201789855957 (22.069955825805664) | > loss_duration: 2.2221364974975586 (2.330035130182902) | > loss_1: 35.57185745239258 (35.704209645589195)  --> STEP: 4 | > loss_disc: 1.97432279586792 (2.3173879981040955) | > loss_disc_real_0: 0.08113665133714676 (0.05629092734307051) | > loss_disc_real_1: 0.2132728099822998 (0.2500543147325516) | > loss_disc_real_2: 0.1643144190311432 (0.1983963456004858) | > loss_disc_real_3: 0.22511106729507446 (0.22669318690896034) | > loss_disc_real_4: 0.18814294040203094 (0.23165230825543404) | > loss_disc_real_5: 0.2320418506860733 (0.2622678577899933) | > loss_0: 1.97432279586792 (2.3173879981040955) | > loss_gen: 2.7661209106445312 (2.473268449306488) | > loss_kl: 1.8540769815444946 (2.0588233172893524) | > loss_feat: 8.194504737854004 (7.149747133255005) | > loss_mel: 20.651342391967773 (21.71530246734619) | > loss_duration: 2.2803168296813965 (2.3176055550575256) | > loss_1: 35.746360778808594 (35.71474742889404)  --> STEP: 5 | > loss_disc: 1.9434387683868408 (2.2425981521606446) | > loss_disc_real_0: 0.04740606248378754 (0.05451395437121391) | > loss_disc_real_1: 0.24028684198856354 (0.24810082018375396) | > loss_disc_real_2: 0.15888166427612305 (0.19049340933561326) | > loss_disc_real_3: 0.2510133683681488 (0.23155722320079802) | > loss_disc_real_4: 0.20622467994689941 (0.22656678259372712) | > loss_disc_real_5: 0.21430212259292603 (0.25267471075057985) | > loss_0: 1.9434387683868408 (2.2425981521606446) | > loss_gen: 2.807246446609497 (2.54006404876709) | > loss_kl: 2.0992531776428223 (2.0669092893600465) | > loss_feat: 8.595815658569336 (7.438960838317871) | > loss_mel: 22.04485511779785 (21.781212997436523) | > loss_duration: 2.331179141998291 (2.3203202724456786) | > loss_1: 37.87834930419922 (36.14746780395508)  --> STEP: 6 | > loss_disc: 2.213563919067383 (2.2377591133117676) | > loss_disc_real_0: 0.11941364407539368 (0.06533056932191054) | > loss_disc_real_1: 0.2849481403827667 (0.25424204021692276) | > loss_disc_real_2: 0.14375300705432892 (0.18270334228873253) | > loss_disc_real_3: 0.2611692547798157 (0.23649256179730097) | > loss_disc_real_4: 0.24274256825447083 (0.22926274687051773) | > loss_disc_real_5: 0.3093410134315491 (0.2621190945307414) | > loss_0: 2.213563919067383 (2.2377591133117676) | > loss_gen: 2.6927900314331055 (2.565518379211426) | > loss_kl: 1.7695780992507935 (2.0173540910085044) | > loss_feat: 7.052210330963135 (7.374502420425415) | > loss_mel: 21.29508399963379 (21.700191497802734) | > loss_duration: 2.1132912635803223 (2.285815437634786) | > loss_1: 34.92295455932617 (35.943382263183594)  --> STEP: 7 | > loss_disc: 2.476303815841675 (2.2718369279588972) | > loss_disc_real_0: 0.10015415400266647 (0.07030536713344711) | > loss_disc_real_1: 0.3090852200984955 (0.2620767802000046) | > loss_disc_real_2: 0.20049762725830078 (0.18524538299867085) | > loss_disc_real_3: 0.2629662752151489 (0.24027452085699355) | > loss_disc_real_4: 0.23240099847316742 (0.2297110685280391) | > loss_disc_real_5: 0.3042212426662445 (0.2681336871215275) | > loss_0: 2.476303815841675 (2.2718369279588972) | > loss_gen: 2.468909978866577 (2.5517171791621616) | > loss_kl: 2.042233943939209 (2.0209083557128906) | > loss_feat: 6.471799850463867 (7.245544910430908) | > loss_mel: 19.276031494140625 (21.353882925851003) | > loss_duration: 2.368076801300049 (2.297567061015538) | > loss_1: 32.627052307128906 (35.469620840890066)  --> STEP: 8 | > loss_disc: 2.3177378177642822 (2.2775745391845703) | > loss_disc_real_0: 0.12230762839317322 (0.07680564979091287) | > loss_disc_real_1: 0.25293222069740295 (0.2609337102621794) | > loss_disc_real_2: 0.20502644777297974 (0.18771801609545946) | > loss_disc_real_3: 0.21629072725772858 (0.23727654665708542) | > loss_disc_real_4: 0.19504587352275848 (0.22537791915237904) | > loss_disc_real_5: 0.204000785946846 (0.26011707447469234) | > loss_0: 2.3177378177642822 (2.2775745391845703) | > loss_gen: 2.361225128173828 (2.52790567278862) | > loss_kl: 1.7223131656646729 (1.9835839569568634) | > loss_feat: 6.6560378074646 (7.17185652256012) | > loss_mel: 18.538923263549805 (21.002012968063354) | > loss_duration: 2.224921941757202 (2.288486421108246) | > loss_1: 31.503421783447266 (34.97384595870972)  --> STEP: 9 | > loss_disc: 2.309108018875122 (2.281078259150187) | > loss_disc_real_0: 0.12775541841983795 (0.08246673519412677) | > loss_disc_real_1: 0.22719040513038635 (0.2571844541364246) | > loss_disc_real_2: 0.20682556927204132 (0.18984107755952412) | > loss_disc_real_3: 0.2535263001918793 (0.23908207482761806) | > loss_disc_real_4: 0.4171007573604584 (0.24668045673105451) | > loss_disc_real_5: 0.3745504915714264 (0.27283189859655166) | > loss_0: 2.309108018875122 (2.281078259150187) | > loss_gen: 3.5885183811187744 (2.645751529269748) | > loss_kl: 1.8022468090057373 (1.9634353849622939) | > loss_feat: 9.378498077392578 (7.417038917541504) | > loss_mel: 21.67266273498535 (21.076529608832466) | > loss_duration: 2.082915782928467 (2.26564523908827) | > loss_1: 38.524845123291016 (35.36840142144097)  --> STEP: 10 | > loss_disc: 2.623535394668579 (2.3153239727020263) | > loss_disc_real_0: 0.17662452161312103 (0.09188251383602619) | > loss_disc_real_1: 0.31978484988212585 (0.2634444937109947) | > loss_disc_real_2: 0.2704061269760132 (0.197897582501173) | > loss_disc_real_3: 0.2652427852153778 (0.24169814586639404) | > loss_disc_real_4: 0.26588913798332214 (0.24860132485628128) | > loss_disc_real_5: 0.2850789427757263 (0.27405660301446916) | > loss_0: 2.623535394668579 (2.3153239727020263) | > loss_gen: 2.412144660949707 (2.6223908424377442) | > loss_kl: 1.5809446573257446 (1.925186312198639) | > loss_feat: 4.721775531768799 (7.147512578964234) | > loss_mel: 15.302810668945312 (20.49915771484375) | > loss_duration: 2.298107624053955 (2.268891477584839) | > loss_1: 26.315780639648438 (34.463139343261716)  --> STEP: 11 | > loss_disc: 1.8246541023254395 (2.2707176208496094) | > loss_disc_real_0: 0.056497201323509216 (0.08866566724397919) | > loss_disc_real_1: 0.20250748097896576 (0.25790476528081024) | > loss_disc_real_2: 0.18738633394241333 (0.19694201445037668) | > loss_disc_real_3: 0.21609695255756378 (0.2393707646565004) | > loss_disc_real_4: 0.16524064540863037 (0.2410230812701312) | > loss_disc_real_5: 0.17627494037151337 (0.2651673609560186) | > loss_0: 1.8246541023254395 (2.2707176208496094) | > loss_gen: 2.929370880126953 (2.6502981185913086) | > loss_kl: 2.1720635890960693 (1.9476297010074963) | > loss_feat: 9.186100006103516 (7.332838708704168) | > loss_mel: 20.142066955566406 (20.46669491854581) | > loss_duration: 2.374462127685547 (2.278488809412176) | > loss_1: 36.8040657043457 (34.67595083063299)  --> STEP: 12 | > loss_disc: 2.272338390350342 (2.2708526849746704) | > loss_disc_real_0: 0.07775497436523438 (0.08775644283741713) | > loss_disc_real_1: 0.3823288381099701 (0.26827343801657355) | > loss_disc_real_2: 0.15382733941078186 (0.19334912486374378) | > loss_disc_real_3: 0.2372584491968155 (0.2391947383681933) | > loss_disc_real_4: 0.13623762130737305 (0.232290959606568) | > loss_disc_real_5: 0.18818311393260956 (0.2587520070374012) | > loss_0: 2.272338390350342 (2.2708526849746704) | > loss_gen: 2.379725694656372 (2.6277504165967307) | > loss_kl: 1.9249030351638794 (1.9457358121871948) | > loss_feat: 6.783588409423828 (7.287067850430806) | > loss_mel: 20.813026428222656 (20.495555877685547) | > loss_duration: 2.2024989128112793 (2.272156318028768) | > loss_1: 34.10374450683594 (34.62826697031657)  --> STEP: 13 | > loss_disc: 2.471060276031494 (2.286253268902118) | > loss_disc_real_0: 0.14289891719818115 (0.09199817163439897) | > loss_disc_real_1: 0.34466227889060974 (0.2741495026991917) | > loss_disc_real_2: 0.24067537486553192 (0.1969896056331121) | > loss_disc_real_3: 0.24569956958293915 (0.23969511000009683) | > loss_disc_real_4: 0.24944448471069336 (0.23361046153765458) | > loss_disc_real_5: 0.28899237513542175 (0.2610781891987874) | > loss_0: 2.471060276031494 (2.286253268902118) | > loss_gen: 2.6398298740386963 (2.628679605630728) | > loss_kl: 1.5213431119918823 (1.9130902198644786) | > loss_feat: 5.349165916442871 (7.137998470893273) | > loss_mel: 16.031391143798828 (20.152158590463493) | > loss_duration: 2.097801685333252 (2.258744423206036) | > loss_1: 27.6395320892334 (34.09067197946402)  --> STEP: 14 | > loss_disc: 1.9566361904144287 (2.262709191867283) | > loss_disc_real_0: 0.05959229916334152 (0.08968346645789486) | > loss_disc_real_1: 0.20133522152900696 (0.26894848261560705) | > loss_disc_real_2: 0.13546346127986908 (0.1925948810364519) | > loss_disc_real_3: 0.21366636455059052 (0.23783591389656067) | > loss_disc_real_4: 0.1932506263256073 (0.2307276161653655) | > loss_disc_real_5: 0.2195122092962265 (0.25810919063431875) | > loss_0: 1.9566361904144287 (2.262709191867283) | > loss_gen: 2.9240527153015137 (2.649777684892927) | > loss_kl: 2.2697250843048096 (1.9385641387530737) | > loss_feat: 9.270476341247559 (7.290318318775722) | > loss_mel: 21.73501968383789 (20.265220097133092) | > loss_duration: 2.375300407409668 (2.2670698506491527) | > loss_1: 38.57457733154297 (34.41095093318394)  --> STEP: 15 | > loss_disc: 2.382070541381836 (2.270666615168253) | > loss_disc_real_0: 0.15570253133773804 (0.09408473744988441) | > loss_disc_real_1: 0.3321002125740051 (0.2731585979461669) | > loss_disc_real_2: 0.17163458466529846 (0.19119752794504166) | > loss_disc_real_3: 0.2618336081504822 (0.23943576018015544) | > loss_disc_real_4: 0.20332051813602448 (0.22890047629674276) | > loss_disc_real_5: 0.27118998765945435 (0.2589812437693278) | > loss_0: 2.382070541381836 (2.270666615168253) | > loss_gen: 2.689981460571289 (2.6524579366048178) | > loss_kl: 2.249715566635132 (1.959307567278544) | > loss_feat: 7.590233325958252 (7.310312652587891) | > loss_mel: 20.772571563720703 (20.299043528238933) | > loss_duration: 2.287898302078247 (2.2684584140777586) | > loss_1: 35.59040069580078 (34.489580917358396)  --> STEP: 16 | > loss_disc: 2.35870361328125 (2.2761689275503154) | > loss_disc_real_0: 0.11562353372573853 (0.0954309122171253) | > loss_disc_real_1: 0.30835798382759094 (0.27535855956375593) | > loss_disc_real_2: 0.14851288497447968 (0.18852973775938153) | > loss_disc_real_3: 0.2393815666437149 (0.2394323730841279) | > loss_disc_real_4: 0.1897706836462021 (0.22645486425608397) | > loss_disc_real_5: 0.2277723103761673 (0.25703068543225527) | > loss_0: 2.35870361328125 (2.2761689275503154) | > loss_gen: 2.469029426574707 (2.640993654727936) | > loss_kl: 1.8888888359069824 (1.9549063965678215) | > loss_feat: 6.831341743469238 (7.280376970767975) | > loss_mel: 21.025651931762695 (20.344456553459167) | > loss_duration: 2.3443119525909424 (2.2731992602348328) | > loss_1: 34.55922317504883 (34.49393355846405)  --> STEP: 17 | > loss_disc: 2.2800040245056152 (2.2763945214888626) | > loss_disc_real_0: 0.11873997747898102 (0.09680203370311681) | > loss_disc_real_1: 0.33058077096939087 (0.278606924940558) | > loss_disc_real_2: 0.15924757719039917 (0.18680725772591197) | > loss_disc_real_3: 0.31462010741233826 (0.24385518098578735) | > loss_disc_real_4: 0.20446044206619263 (0.22516107471550212) | > loss_disc_real_5: 0.22531716525554657 (0.25516518424539003) | > loss_0: 2.2800040245056152 (2.2763945214888626) | > loss_gen: 2.636337995529175 (2.6407197924221264) | > loss_kl: 1.686076283454895 (1.9390928605023552) | > loss_feat: 6.326960563659668 (7.22429365270278) | > loss_mel: 18.06741714477539 (20.21051305883071) | > loss_duration: 2.374603509902954 (2.2791642160976635) | > loss_1: 31.091394424438477 (34.29378419763901)  --> STEP: 18 | > loss_disc: 1.9510087966918945 (2.25831753677792) | > loss_disc_real_0: 0.04103055223822594 (0.09370361806617843) | > loss_disc_real_1: 0.14288689196109772 (0.2710669231083658) | > loss_disc_real_2: 0.1406470686197281 (0.18424280277556843) | > loss_disc_real_3: 0.19737331569194794 (0.2412728551361296) | > loss_disc_real_4: 0.23125815391540527 (0.22549980133771896) | > loss_disc_real_5: 0.204396054148674 (0.2523446770177947) | > loss_0: 1.9510087966918945 (2.25831753677792) | > loss_gen: 3.006134271621704 (2.661020596822103) | > loss_kl: 1.91935396194458 (1.9379962550269232) | > loss_feat: 9.365677833557129 (7.343259440528022) | > loss_mel: 20.048398971557617 (20.201506720648872) | > loss_duration: 2.2041015625 (2.274994068675571) | > loss_1: 36.54366683959961 (34.41877767774794)  --> STEP: 19 | > loss_disc: 2.337808609008789 (2.26250127742165) | > loss_disc_real_0: 0.07288141548633575 (0.09260771266723934) | > loss_disc_real_1: 0.25732988119125366 (0.270343920902202) | > loss_disc_real_2: 0.17383374273777008 (0.18369495751042114) | > loss_disc_real_3: 0.20710602402687073 (0.23947460086722122) | > loss_disc_real_4: 0.30376318097114563 (0.22961892658158353) | > loss_disc_real_5: 0.3497813045978546 (0.25747292057464) | > loss_0: 2.337808609008789 (2.26250127742165) | > loss_gen: 2.4921774864196777 (2.6521341173272384) | > loss_kl: 1.7344472408294678 (1.927283149016531) | > loss_feat: 5.877758979797363 (7.266127837331672) | > loss_mel: 18.34528923034668 (20.103811063264544) | > loss_duration: 2.3204596042633057 (2.2773869916012415) | > loss_1: 30.77013397216797 (34.22674379850689)  --> STEP: 20 | > loss_disc: 2.2462282180786133 (2.261687624454498) | > loss_disc_real_0: 0.049867965281009674 (0.09047072529792785) | > loss_disc_real_1: 0.19325023889541626 (0.2664892368018627) | > loss_disc_real_2: 0.15455244481563568 (0.18223783187568188) | > loss_disc_real_3: 0.2694176137447357 (0.24097175151109695) | > loss_disc_real_4: 0.2613300383090973 (0.23120448216795922) | > loss_disc_real_5: 0.3021564185619354 (0.2597070954740047) | > loss_0: 2.2462282180786133 (2.261687624454498) | > loss_gen: 2.449028730392456 (2.641978847980499) | > loss_kl: 1.3122040033340454 (1.8965291917324065) | > loss_feat: 7.523353576660156 (7.2789891242980955) | > loss_mel: 21.529369354248047 (20.175088977813722) | > loss_duration: 2.3024563789367676 (2.2786404609680178) | > loss_1: 35.11641311645508 (34.271227264404295)  --> STEP: 21 | > loss_disc: 2.2056641578674316 (2.2590198403313044) | > loss_disc_real_0: 0.07918351888656616 (0.08993323927833921) | > loss_disc_real_1: 0.4397696852684021 (0.2747406867288408) | > loss_disc_real_2: 0.29132455587387085 (0.18743243778035754) | > loss_disc_real_3: 0.24738425016403198 (0.24127710858980814) | > loss_disc_real_4: 0.1795625537633896 (0.22874534272012256) | > loss_disc_real_5: 0.19634872674942017 (0.25669003029664356) | > loss_0: 2.2056641578674316 (2.2590198403313044) | > loss_gen: 3.1557793617248535 (2.6664455391111828) | > loss_kl: 2.246107578277588 (1.9131757815678914) | > loss_feat: 6.514487266540527 (7.242584273928688) | > loss_mel: 20.018354415893555 (20.167625427246094) | > loss_duration: 2.1976828575134277 (2.2747853369939897) | > loss_1: 34.13241195678711 (34.26461701166062)  --> STEP: 22 | > loss_disc: 1.8285858631134033 (2.2394546595486724) | > loss_disc_real_0: 0.06192595139145851 (0.08866018073802645) | > loss_disc_real_1: 0.32965317368507385 (0.277236708863215) | > loss_disc_real_2: 0.14786002039909363 (0.18563369153575462) | > loss_disc_real_3: 0.2075529247522354 (0.23974419114264575) | > loss_disc_real_4: 0.17223966121673584 (0.2261769026517868) | > loss_disc_real_5: 0.16903628408908844 (0.25270576910539105) | > loss_0: 1.8285858631134033 (2.2394546595486724) | > loss_gen: 3.1650772094726562 (2.689110615036704) | > loss_kl: 1.4342337846755981 (1.8914056908000598) | > loss_feat: 10.062458038330078 (7.370760354128751) | > loss_mel: 21.07305335998535 (20.208781242370605) | > loss_duration: 2.141784191131592 (2.2687398303638804) | > loss_1: 37.87660598754883 (34.428798328746446)  --> STEP: 23 | > loss_disc: 2.6550240516662598 (2.2575228939885674) | > loss_disc_real_0: 0.07443414628505707 (0.08804165750094083) | > loss_disc_real_1: 0.38404151797294617 (0.281880396215812) | > loss_disc_real_2: 0.2060697078704834 (0.18652221398509067) | > loss_disc_real_3: 0.2504567801952362 (0.24020995588406271) | > loss_disc_real_4: 0.2521349787712097 (0.2273055146569791) | > loss_disc_real_5: 0.29008719325065613 (0.25433104841605475) | > loss_0: 2.6550240516662598 (2.2575228939885674) | > loss_gen: 2.2862014770507812 (2.6715928264286206) | > loss_kl: 1.9868921041488647 (1.8955572739891384) | > loss_feat: 7.008864402770996 (7.3550257475479786) | > loss_mel: 19.124059677124023 (20.161619435185973) | > loss_duration: 2.277395725250244 (2.2691161736198096) | > loss_1: 32.683414459228516 (34.35291207355001)  --> STEP: 24 | > loss_disc: 2.140604019165039 (2.2526512742042537) | > loss_disc_real_0: 0.05322952941060066 (0.08659115216384332) | > loss_disc_real_1: 0.2543361186981201 (0.2807327179859082) | > loss_disc_real_2: 0.1587851345539093 (0.1853665023421248) | > loss_disc_real_3: 0.2860238254070282 (0.2421188671141863) | > loss_disc_real_4: 0.33056989312171936 (0.23160819709300995) | > loss_disc_real_5: 0.3649873733520508 (0.25894172862172127) | > loss_0: 2.140604019165039 (2.2526512742042537) | > loss_gen: 3.1134917736053467 (2.690005282560984) | > loss_kl: 2.009366273880005 (1.9002993156512578) | > loss_feat: 6.571242809295654 (7.322368125120799) | > loss_mel: 20.350332260131836 (20.169482469558716) | > loss_duration: 2.4480714797973633 (2.276572644710541) | > loss_1: 34.49250411987305 (34.35872840881347)  --> STEP: 25 | > loss_disc: 2.5965328216552734 (2.2664065361022945) | > loss_disc_real_0: 0.1971701979637146 (0.09101431399583816) | > loss_disc_real_1: 0.3537602126598358 (0.2836538177728653) | > loss_disc_real_2: 0.24957171082496643 (0.18793471068143844) | > loss_disc_real_3: 0.29685598611831665 (0.24430835187435151) | > loss_disc_real_4: 0.2931782901287079 (0.23407100081443788) | > loss_disc_real_5: 0.3307458460330963 (0.2618138933181763) | > loss_0: 2.5965328216552734 (2.2664065361022945) | > loss_gen: 2.873439073562622 (2.69734263420105) | > loss_kl: 2.046170473098755 (1.9061341619491576) | > loss_feat: 6.659298896789551 (7.295845355987549) | > loss_mel: 17.194169998168945 (20.050469970703126) | > loss_duration: 2.355290412902832 (2.279721355438233) | > loss_1: 31.128368377685547 (34.22951400756835)  --> STEP: 26 | > loss_disc: 2.0601086616516113 (2.258472002469576) | > loss_disc_real_0: 0.024310793727636337 (0.08844879398552272) | > loss_disc_real_1: 0.17301398515701294 (0.2793984395953325) | > loss_disc_real_2: 0.17586903274059296 (0.18747064614525208) | > loss_disc_real_3: 0.16563080251216888 (0.24128229228349832) | > loss_disc_real_4: 0.11681123822927475 (0.22956100994577774) | > loss_disc_real_5: 0.17208710312843323 (0.2583628629262631) | > loss_0: 2.0601086616516113 (2.258472002469576) | > loss_gen: 2.0887296199798584 (2.673934441346389) | > loss_kl: 2.028426170349121 (1.9108377007337718) | > loss_feat: 9.718935012817383 (7.3890411120194655) | > loss_mel: 20.833850860595703 (20.080600004929764) | > loss_duration: 2.2732036113739014 (2.2794706729742202) | > loss_1: 36.943145751953125 (34.33388445927545) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023104410905104415 (-9.885201087364917e-06) | > avg_loss_disc: 2.258472002469576 (-0.04233305270855281) | > avg_loss_disc_real_0: 0.08844879398552272 (+0.005904474653876751) | > avg_loss_disc_real_1: 0.2793984395953325 (-0.07342193161065763) | > avg_loss_disc_real_2: 0.18747064614525208 (-0.03657822224956292) | > avg_loss_disc_real_3: 0.24128229228349832 (+0.044798757307804554) | > avg_loss_disc_real_4: 0.22956100994577774 (+0.05449399982507411) | > avg_loss_disc_real_5: 0.2583628629262631 (+0.07198110795938054) | > avg_loss_0: 2.258472002469576 (-0.04233305270855281) | > avg_loss_gen: 2.673934441346389 (+0.16517305832642792) | > avg_loss_kl: 1.9108377007337718 (-0.04278825796567465) | > avg_loss_feat: 7.3890411120194655 (+0.034781611882722885) | > avg_loss_mel: 20.080600004929764 (-0.4587056086613579) | > avg_loss_duration: 2.2794706729742202 (+0.00461958004878138) | > avg_loss_1: 34.33388445927545 (-0.29691894237813443)  > EPOCH: 68/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:55:48)   --> TIME: 2024-06-10 17:55:52 -- STEP: 9/330 -- GLOBAL_STEP: 110450 | > loss_disc: 2.1391515731811523 (2.240472767088148) | > loss_disc_real_0: 0.10944633930921555 (0.11412010424666935) | > loss_disc_real_1: 0.21322773396968842 (0.1906666656335195) | > loss_disc_real_2: 0.2422298640012741 (0.2086145281791687) | > loss_disc_real_3: 0.233467698097229 (0.21646866533491346) | > loss_disc_real_4: 0.19320286810398102 (0.197337763177024) | > loss_disc_real_5: 0.20248273015022278 (0.21025984485944113) | > loss_0: 2.1391515731811523 (2.240472767088148) | > grad_norm_0: tensor(9.0075, device='cuda:0') (tensor(16.0597, device='cuda:0')) | > loss_gen: 2.891937255859375 (2.5646852917141385) | > loss_kl: 1.5462924242019653 (1.6110266314612494) | > loss_feat: 7.422815799713135 (6.699622472127278) | > loss_mel: 20.900827407836914 (20.710166507297092) | > loss_duration: 2.227094888687134 (2.322549237145318) | > loss_1: 34.98896789550781 (33.90805096096463) | > grad_norm_1: tensor(122.0057, device='cuda:0') (tensor(113.7828, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3269 (0.33231592178344727) | > loader_time: 0.0027 (0.0028926266564263236)  --> TIME: 2024-06-10 17:56:00 -- STEP: 34/330 -- GLOBAL_STEP: 110475 | > loss_disc: 2.2551355361938477 (2.2332786742378685) | > loss_disc_real_0: 0.09955578297376633 (0.11353451287483468) | > loss_disc_real_1: 0.22228731215000153 (0.19569909791736043) | > loss_disc_real_2: 0.22629311680793762 (0.21227694916374543) | > loss_disc_real_3: 0.2209824174642563 (0.22257612557972178) | > loss_disc_real_4: 0.18214645981788635 (0.20914598554372787) | > loss_disc_real_5: 0.17854051291942596 (0.20894196673351176) | > loss_0: 2.2551355361938477 (2.2332786742378685) | > grad_norm_0: tensor(8.3193, device='cuda:0') (tensor(12.9377, device='cuda:0')) | > loss_gen: 2.686992883682251 (2.636143179500804) | > loss_kl: 1.441418170928955 (1.578398676479564) | > loss_feat: 7.629809379577637 (7.168095714905682) | > loss_mel: 20.856403350830078 (20.58114264993107) | > loss_duration: 2.138047218322754 (2.174446870298947) | > loss_1: 34.75267028808594 (34.138227462768555) | > grad_norm_1: tensor(230.2412, device='cuda:0') (tensor(131.9367, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3505 (0.3381771340089686) | > loader_time: 0.0031 (0.0030582582249360927)  --> TIME: 2024-06-10 17:56:09 -- STEP: 59/330 -- GLOBAL_STEP: 110500 | > loss_disc: 2.183917760848999 (2.2385080507246116) | > loss_disc_real_0: 0.08841189742088318 (0.11350335944759643) | > loss_disc_real_1: 0.23710013926029205 (0.19923271668159356) | > loss_disc_real_2: 0.24098779261112213 (0.21358127260612228) | > loss_disc_real_3: 0.2139822542667389 (0.22108468792196048) | > loss_disc_real_4: 0.1837080866098404 (0.2089864894495172) | > loss_disc_real_5: 0.1929255723953247 (0.20832566714892953) | > loss_0: 2.183917760848999 (2.2385080507246116) | > grad_norm_0: tensor(18.1460, device='cuda:0') (tensor(14.0915, device='cuda:0')) | > loss_gen: 2.7462551593780518 (2.6375523583363667) | > loss_kl: 1.7172341346740723 (1.584278716879376) | > loss_feat: 7.35980224609375 (7.258049916412871) | > loss_mel: 20.156951904296875 (20.555397680250273) | > loss_duration: 2.0450222492218018 (2.1338593151609775) | > loss_1: 34.025264739990234 (34.1691383749752) | > grad_norm_1: tensor(400.5158, device='cuda:0') (tensor(171.1947, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3501 (0.3429575370529951) | > loader_time: 0.0033 (0.003169439606747385) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_110500.pth  --> TIME: 2024-06-10 17:56:23 -- STEP: 84/330 -- GLOBAL_STEP: 110525 | > loss_disc: 2.2078042030334473 (2.2343561393874025) | > loss_disc_real_0: 0.07404881715774536 (0.11301736449379296) | > loss_disc_real_1: 0.16053982079029083 (0.19885474053167157) | > loss_disc_real_2: 0.17477194964885712 (0.2131059192830608) | > loss_disc_real_3: 0.23098842799663544 (0.2193451193826539) | > loss_disc_real_4: 0.20789259672164917 (0.208601118908042) | > loss_disc_real_5: 0.2057776004076004 (0.208935599951517) | > loss_0: 2.2078042030334473 (2.2343561393874025) | > grad_norm_0: tensor(22.3989, device='cuda:0') (tensor(14.5932, device='cuda:0')) | > loss_gen: 2.634716749191284 (2.6309002495947333) | > loss_kl: 1.496530532836914 (1.5873132958298637) | > loss_feat: 7.444146633148193 (7.266560912132263) | > loss_mel: 20.543880462646484 (20.54975057783581) | > loss_duration: 2.151303768157959 (2.1170919821375898) | > loss_1: 34.27057647705078 (34.15161727723624) | > grad_norm_1: tensor(196.6694, device='cuda:0') (tensor(184.6578, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3541 (0.34983372120630163) | > loader_time: 0.0044 (0.0034277609416416715)  --> TIME: 2024-06-10 17:56:33 -- STEP: 109/330 -- GLOBAL_STEP: 110550 | > loss_disc: 2.2399113178253174 (2.236436712632485) | > loss_disc_real_0: 0.17095406353473663 (0.11339447008223709) | > loss_disc_real_1: 0.2371934950351715 (0.20026630135851164) | > loss_disc_real_2: 0.1991422027349472 (0.21299995659688198) | > loss_disc_real_3: 0.23351065814495087 (0.218761448056326) | > loss_disc_real_4: 0.21967454254627228 (0.2085259904008393) | > loss_disc_real_5: 0.1932227462530136 (0.2094853901808415) | > loss_0: 2.2399113178253174 (2.236436712632485) | > grad_norm_0: tensor(12.5420, device='cuda:0') (tensor(14.2256, device='cuda:0')) | > loss_gen: 2.7278025150299072 (2.629824605556803) | > loss_kl: 1.5005459785461426 (1.5775697909363913) | > loss_feat: 7.65587043762207 (7.271738599199767) | > loss_mel: 20.926658630371094 (20.538525520114725) | > loss_duration: 2.034630298614502 (2.112481036317458) | > loss_1: 34.84550857543945 (34.13013972711126) | > grad_norm_1: tensor(142.8353, device='cuda:0') (tensor(185.3624, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3544 (0.3526208007007564) | > loader_time: 0.0045 (0.0035465179233376038)  --> TIME: 2024-06-10 17:56:42 -- STEP: 134/330 -- GLOBAL_STEP: 110575 | > loss_disc: 2.279623508453369 (2.2345187130259045) | > loss_disc_real_0: 0.08729495108127594 (0.11335388746168186) | > loss_disc_real_1: 0.23854264616966248 (0.2007832636139286) | > loss_disc_real_2: 0.19537591934204102 (0.21267340254427783) | > loss_disc_real_3: 0.22191275656223297 (0.2182792467412664) | > loss_disc_real_4: 0.19099155068397522 (0.20879754079366797) | > loss_disc_real_5: 0.1596764624118805 (0.21043610016801464) | > loss_0: 2.279623508453369 (2.2345187130259045) | > grad_norm_0: tensor(10.1558, device='cuda:0') (tensor(14.7043, device='cuda:0')) | > loss_gen: 2.505324363708496 (2.6357789306498285) | > loss_kl: 1.6929969787597656 (1.573076774824911) | > loss_feat: 7.553225040435791 (7.317301010017965) | > loss_mel: 20.36534881591797 (20.593417039558073) | > loss_duration: 2.107990264892578 (2.111448697189787) | > loss_1: 34.224884033203125 (34.23102262126866) | > grad_norm_1: tensor(246.4512, device='cuda:0') (tensor(202.4668, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3752 (0.3561788530492071) | > loader_time: 0.004 (0.0037044856085706114)  --> TIME: 2024-06-10 17:56:52 -- STEP: 159/330 -- GLOBAL_STEP: 110600 | > loss_disc: 2.180957078933716 (2.2317087320411724) | > loss_disc_real_0: 0.06696990132331848 (0.1127799445493791) | > loss_disc_real_1: 0.1577317863702774 (0.20074934966909055) | > loss_disc_real_2: 0.20651544630527496 (0.21323120415960467) | > loss_disc_real_3: 0.18942396342754364 (0.21887575727213854) | > loss_disc_real_4: 0.16163639724254608 (0.20901974923205827) | > loss_disc_real_5: 0.19615502655506134 (0.20953848883041037) | > loss_0: 2.180957078933716 (2.2317087320411724) | > grad_norm_0: tensor(18.5809, device='cuda:0') (tensor(15.5737, device='cuda:0')) | > loss_gen: 2.578944683074951 (2.639866734450719) | > loss_kl: 1.6421053409576416 (1.5726742377071259) | > loss_feat: 7.214785575866699 (7.329176186015771) | > loss_mel: 19.895246505737305 (20.549025937446256) | > loss_duration: 2.1007235050201416 (2.1114464405947513) | > loss_1: 33.43180465698242 (34.20218975139115) | > grad_norm_1: tensor(203.2796, device='cuda:0') (tensor(215.4666, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3633 (0.3600426364994649) | > loader_time: 0.0041 (0.003852539842233718)  --> TIME: 2024-06-10 17:57:01 -- STEP: 184/330 -- GLOBAL_STEP: 110625 | > loss_disc: 2.290595769882202 (2.233071674471315) | > loss_disc_real_0: 0.12865832448005676 (0.11261010730801069) | > loss_disc_real_1: 0.20988745987415314 (0.20161450508496032) | > loss_disc_real_2: 0.24212761223316193 (0.2136686326045057) | > loss_disc_real_3: 0.2419971376657486 (0.21920513709926087) | > loss_disc_real_4: 0.23233069479465485 (0.20948738961116128) | > loss_disc_real_5: 0.24109287559986115 (0.2101367810012205) | > loss_0: 2.290595769882202 (2.233071674471315) | > grad_norm_0: tensor(44.1004, device='cuda:0') (tensor(15.8862, device='cuda:0')) | > loss_gen: 2.6222081184387207 (2.6450871229171757) | > loss_kl: 1.4243526458740234 (1.570790334888127) | > loss_feat: 6.9696855545043945 (7.354101300239563) | > loss_mel: 19.853849411010742 (20.5023528078328) | > loss_duration: 2.136427879333496 (2.115215091601662) | > loss_1: 33.00652313232422 (34.1875468129697) | > grad_norm_1: tensor(98.1625, device='cuda:0') (tensor(205.2758, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.3703 (0.3622300352739251) | > loader_time: 0.0046 (0.0039652560068213424)  --> TIME: 2024-06-10 17:57:12 -- STEP: 209/330 -- GLOBAL_STEP: 110650 | > loss_disc: 2.17372989654541 (2.2306083800119634) | > loss_disc_real_0: 0.07721104472875595 (0.11289310414326248) | > loss_disc_real_1: 0.18426549434661865 (0.20140663274167253) | > loss_disc_real_2: 0.21590282022953033 (0.21353505587463745) | > loss_disc_real_3: 0.20450066030025482 (0.21836959517173218) | > loss_disc_real_4: 0.15701347589492798 (0.20855569996331869) | > loss_disc_real_5: 0.15902720391750336 (0.20915258643729828) | > loss_0: 2.17372989654541 (2.2306083800119634) | > grad_norm_0: tensor(35.4010, device='cuda:0') (tensor(16.2682, device='cuda:0')) | > loss_gen: 2.696956157684326 (2.6421316959070817) | > loss_kl: 1.5572688579559326 (1.5723174240030173) | > loss_feat: 7.574824333190918 (7.36689254085413) | > loss_mel: 20.548999786376953 (20.48122336647727) | > loss_duration: 2.171093225479126 (2.120134191649952) | > loss_1: 34.54914093017578 (34.182699358634395) | > grad_norm_1: tensor(299.6711, device='cuda:0') (tensor(200.7961, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.4095 (0.3675881253475207) | > loader_time: 0.0049 (0.004083692742306649)  --> TIME: 2024-06-10 17:57:22 -- STEP: 234/330 -- GLOBAL_STEP: 110675 | > loss_disc: 2.32246470451355 (2.2330854805106775) | > loss_disc_real_0: 0.13553562760353088 (0.11328382743920526) | > loss_disc_real_1: 0.18181012570858002 (0.2011702463158175) | > loss_disc_real_2: 0.30849120020866394 (0.21418773408374217) | > loss_disc_real_3: 0.227872833609581 (0.2184699962281773) | > loss_disc_real_4: 0.21259646117687225 (0.20972165274314392) | > loss_disc_real_5: 0.24280869960784912 (0.2098992265697218) | > loss_0: 2.32246470451355 (2.2330854805106775) | > grad_norm_0: tensor(8.2785, device='cuda:0') (tensor(16.4362, device='cuda:0')) | > loss_gen: 2.75079083442688 (2.6389602066105247) | > loss_kl: 1.5103533267974854 (1.5721965442355883) | > loss_feat: 6.79423713684082 (7.3460553038833485) | > loss_mel: 19.576889038085938 (20.432647802890873) | > loss_duration: 2.1938061714172363 (2.126448621097792) | > loss_1: 32.82607650756836 (34.11630857092702) | > grad_norm_1: tensor(223.1999, device='cuda:0') (tensor(204.2442, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.4252 (0.37193207761161345) | > loader_time: 0.0058 (0.0042114787631564645)  --> TIME: 2024-06-10 17:57:33 -- STEP: 259/330 -- GLOBAL_STEP: 110700 | > loss_disc: 2.2598657608032227 (2.2339298688306757) | > loss_disc_real_0: 0.11573660373687744 (0.1133638047199682) | > loss_disc_real_1: 0.26995834708213806 (0.2012147271149867) | > loss_disc_real_2: 0.2711086869239807 (0.21412505652453448) | > loss_disc_real_3: 0.23537161946296692 (0.2185536617823089) | > loss_disc_real_4: 0.24036738276481628 (0.21020734057003007) | > loss_disc_real_5: 0.2786211669445038 (0.21011141719274995) | > loss_0: 2.2598657608032227 (2.2339298688306757) | > grad_norm_0: tensor(23.6606, device='cuda:0') (tensor(17.3220, device='cuda:0')) | > loss_gen: 3.024076461791992 (2.6440736483422946) | > loss_kl: 1.5167994499206543 (1.5755332680742715) | > loss_feat: 7.996910572052002 (7.3724909049663765) | > loss_mel: 20.101015090942383 (20.388814226540816) | > loss_duration: 2.21345853805542 (2.13195817534988) | > loss_1: 34.85226058959961 (34.11287032315168) | > grad_norm_1: tensor(93.8607, device='cuda:0') (tensor(205.3706, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.4163 (0.37675662574620783) | > loader_time: 0.0057 (0.004353445929449956)  --> TIME: 2024-06-10 17:57:44 -- STEP: 284/330 -- GLOBAL_STEP: 110725 | > loss_disc: 2.76792573928833 (2.2336265134139786) | > loss_disc_real_0: 0.18700027465820312 (0.110802744384068) | > loss_disc_real_1: 0.22370395064353943 (0.2017025154766062) | > loss_disc_real_2: 0.22509726881980896 (0.2154160735367889) | > loss_disc_real_3: 0.2523796558380127 (0.21988731391832858) | > loss_disc_real_4: 0.414103627204895 (0.20811279508954203) | > loss_disc_real_5: 0.23445004224777222 (0.21117732002281797) | > loss_0: 2.76792573928833 (2.2336265134139786) | > grad_norm_0: tensor(83.2917, device='cuda:0') (tensor(18.1147, device='cuda:0')) | > loss_gen: 2.551924705505371 (2.6639074590844167) | > loss_kl: 1.5367982387542725 (1.57530182432121) | > loss_feat: 6.835494518280029 (7.425000692757083) | > loss_mel: 20.019508361816406 (20.34385000819891) | > loss_duration: 2.212131977081299 (2.139550931856666) | > loss_1: 33.15585708618164 (34.147610986736446) | > grad_norm_1: tensor(254.4196, device='cuda:0') (tensor(209.2850, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.433 (0.38209568278890255) | > loader_time: 0.0073 (0.004505166705225554)  --> TIME: 2024-06-10 17:57:56 -- STEP: 309/330 -- GLOBAL_STEP: 110750 | > loss_disc: 2.3990280628204346 (2.240088306970194) | > loss_disc_real_0: 0.3252508044242859 (0.11267119872724354) | > loss_disc_real_1: 0.253534734249115 (0.20206748821974568) | > loss_disc_real_2: 0.24114938080310822 (0.21483705055366442) | > loss_disc_real_3: 0.22279834747314453 (0.21948354129459474) | > loss_disc_real_4: 0.21838665008544922 (0.20998589352110827) | > loss_disc_real_5: 0.20599159598350525 (0.21057127594562014) | > loss_0: 2.3990280628204346 (2.240088306970194) | > grad_norm_0: tensor(67.1692, device='cuda:0') (tensor(20.5940, device='cuda:0')) | > loss_gen: 2.8269035816192627 (2.6639916217828645) | > loss_kl: 1.5127650499343872 (1.5746487255621116) | > loss_feat: 6.7703657150268555 (7.430223480397443) | > loss_mel: 19.132614135742188 (20.29306140146595) | > loss_duration: 2.3148889541625977 (2.149509819580127) | > loss_1: 32.55753707885742 (34.11143509083968) | > grad_norm_1: tensor(201.6416, device='cuda:0') (tensor(222.1415, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.4848 (0.3888842720044083) | > loader_time: 0.008 (0.004678693789880254)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1947531700134277 (2.1947531700134277) | > loss_disc_real_0: 0.15864798426628113 (0.15864798426628113) | > loss_disc_real_1: 0.2551160454750061 (0.2551160454750061) | > loss_disc_real_2: 0.18421712517738342 (0.18421712517738342) | > loss_disc_real_3: 0.25706395506858826 (0.25706395506858826) | > loss_disc_real_4: 0.2978374660015106 (0.2978374660015106) | > loss_disc_real_5: 0.2003597915172577 (0.2003597915172577) | > loss_0: 2.1947531700134277 (2.1947531700134277) | > loss_gen: 2.7817022800445557 (2.7817022800445557) | > loss_kl: 1.1871272325515747 (1.1871272325515747) | > loss_feat: 6.975558280944824 (6.975558280944824) | > loss_mel: 20.676504135131836 (20.676504135131836) | > loss_duration: 2.874619960784912 (2.874619960784912) | > loss_1: 34.49551010131836 (34.49551010131836)  --> STEP: 1 | > loss_disc: 2.2645263671875 (2.2645263671875) | > loss_disc_real_0: 0.098777636885643 (0.098777636885643) | > loss_disc_real_1: 0.22150474786758423 (0.22150474786758423) | > loss_disc_real_2: 0.22655640542507172 (0.22655640542507172) | > loss_disc_real_3: 0.3820062279701233 (0.3820062279701233) | > loss_disc_real_4: 0.3169392943382263 (0.3169392943382263) | > loss_disc_real_5: 0.2880018353462219 (0.2880018353462219) | > loss_0: 2.2645263671875 (2.2645263671875) | > loss_gen: 3.2167792320251465 (3.2167792320251465) | > loss_kl: 1.8476635217666626 (1.8476635217666626) | > loss_feat: 6.951504707336426 (6.951504707336426) | > loss_mel: 21.97612762451172 (21.97612762451172) | > loss_duration: 2.265160083770752 (2.265160083770752) | > loss_1: 36.257232666015625 (36.257232666015625)  --> STEP: 2 | > loss_disc: 2.11007022857666 (2.18729829788208) | > loss_disc_real_0: 0.0725155770778656 (0.0856466069817543) | > loss_disc_real_1: 0.2291993647813797 (0.22535205632448196) | > loss_disc_real_2: 0.2911608815193176 (0.25885864347219467) | > loss_disc_real_3: 0.22840560972690582 (0.30520591884851456) | > loss_disc_real_4: 0.27688610553741455 (0.29691269993782043) | > loss_disc_real_5: 0.17454202473163605 (0.23127193003892899) | > loss_0: 2.11007022857666 (2.18729829788208) | > loss_gen: 3.0033118724823 (3.110045552253723) | > loss_kl: 2.3736634254455566 (2.1106634736061096) | > loss_feat: 7.236882209777832 (7.094193458557129) | > loss_mel: 22.624013900756836 (22.300070762634277) | > loss_duration: 2.342731475830078 (2.303945779800415) | > loss_1: 37.58060073852539 (36.91891670227051)  --> STEP: 3 | > loss_disc: 2.020716667175293 (2.1317710876464844) | > loss_disc_real_0: 0.08721867948770523 (0.08617063115040462) | > loss_disc_real_1: 0.1389782875776291 (0.196560800075531) | > loss_disc_real_2: 0.171688050031662 (0.22980177899201712) | > loss_disc_real_3: 0.1848018318414688 (0.2650712231794993) | > loss_disc_real_4: 0.16615882515907288 (0.25332807501157123) | > loss_disc_real_5: 0.2139604389667511 (0.2255014330148697) | > loss_0: 2.020716667175293 (2.1317710876464844) | > loss_gen: 2.9602932929992676 (3.060128132502238) | > loss_kl: 1.8115626573562622 (2.010963201522827) | > loss_feat: 9.264988899230957 (7.817791938781738) | > loss_mel: 22.32263946533203 (22.307593663533527) | > loss_duration: 2.1430985927581787 (2.2503300507863364) | > loss_1: 38.50258255004883 (37.44680531819662)  --> STEP: 4 | > loss_disc: 2.0101890563964844 (2.1013755798339844) | > loss_disc_real_0: 0.09436339139938354 (0.08821882121264935) | > loss_disc_real_1: 0.18875804543495178 (0.1946101114153862) | > loss_disc_real_2: 0.23905377089977264 (0.232114776968956) | > loss_disc_real_3: 0.2391381561756134 (0.25858795642852783) | > loss_disc_real_4: 0.22532950341701508 (0.2463284321129322) | > loss_disc_real_5: 0.253930002450943 (0.23260857537388802) | > loss_0: 2.0101890563964844 (2.1013755798339844) | > loss_gen: 3.084967851638794 (3.066338062286377) | > loss_kl: 2.1100127696990967 (2.0357255935668945) | > loss_feat: 7.839653015136719 (7.823257207870483) | > loss_mel: 20.907764434814453 (21.95763635635376) | > loss_duration: 2.2274560928344727 (2.2446115612983704) | > loss_1: 36.16985321044922 (37.127567291259766)  --> STEP: 5 | > loss_disc: 2.222656726837158 (2.125631809234619) | > loss_disc_real_0: 0.0825662910938263 (0.08708831518888474) | > loss_disc_real_1: 0.2629511058330536 (0.2082783102989197) | > loss_disc_real_2: 0.24188251793384552 (0.2340683251619339) | > loss_disc_real_3: 0.3168727457523346 (0.2702449142932892) | > loss_disc_real_4: 0.27184560894966125 (0.251431867480278) | > loss_disc_real_5: 0.32659581303596497 (0.25140602290630343) | > loss_0: 2.222656726837158 (2.125631809234619) | > loss_gen: 3.103358268737793 (3.0737421035766603) | > loss_kl: 2.3273544311523438 (2.0940513610839844) | > loss_feat: 5.5547709465026855 (7.369559955596924) | > loss_mel: 20.81602668762207 (21.729314422607423) | > loss_duration: 2.304271697998047 (2.256543588638306) | > loss_1: 34.10578155517578 (36.52321014404297)  --> STEP: 6 | > loss_disc: 2.3792214393615723 (2.1678967475891113) | > loss_disc_real_0: 0.11961714178323746 (0.09250978628794353) | > loss_disc_real_1: 0.3010644018650055 (0.2237426588932673) | > loss_disc_real_2: 0.2658591568470001 (0.23936679710944495) | > loss_disc_real_3: 0.34602588415145874 (0.28287507593631744) | > loss_disc_real_4: 0.3109499514102936 (0.2613515481352806) | > loss_disc_real_5: 0.2604537606239319 (0.2529139791925748) | > loss_0: 2.3792214393615723 (2.1678967475891113) | > loss_gen: 2.9163200855255127 (3.0475051005681357) | > loss_kl: 1.8286609649658203 (2.0498196283976235) | > loss_feat: 6.561578750610352 (7.234896421432495) | > loss_mel: 21.609119415283203 (21.70928192138672) | > loss_duration: 2.113455295562744 (2.232695539792379) | > loss_1: 35.029136657714844 (36.27419789632162)  --> STEP: 7 | > loss_disc: 2.293760061264038 (2.1858772209712436) | > loss_disc_real_0: 0.10333409905433655 (0.09405611668314252) | > loss_disc_real_1: 0.27915453910827637 (0.23165864178112575) | > loss_disc_real_2: 0.372713565826416 (0.25841633549758364) | > loss_disc_real_3: 0.2730230689048767 (0.28146764636039734) | > loss_disc_real_4: 0.2820347547531128 (0.26430629193782806) | > loss_disc_real_5: 0.27372509241104126 (0.25588699536664145) | > loss_0: 2.293760061264038 (2.1858772209712436) | > loss_gen: 3.1820695400238037 (3.0667285919189453) | > loss_kl: 1.9163604974746704 (2.030754038265773) | > loss_feat: 7.036011695861816 (7.206484317779541) | > loss_mel: 22.381017684936523 (21.805244173322404) | > loss_duration: 2.3463637828826904 (2.248933860233852) | > loss_1: 36.861820220947266 (36.35814394269671)  --> STEP: 8 | > loss_disc: 2.107318162918091 (2.1760573387145996) | > loss_disc_real_0: 0.1010574921965599 (0.0949312886223197) | > loss_disc_real_1: 0.19373191893100739 (0.22691780142486095) | > loss_disc_real_2: 0.3024904727935791 (0.2639256026595831) | > loss_disc_real_3: 0.2705674469470978 (0.2801051214337349) | > loss_disc_real_4: 0.2085767686367035 (0.2573401015251875) | > loss_disc_real_5: 0.26533961296081543 (0.2570685725659132) | > loss_0: 2.107318162918091 (2.1760573387145996) | > loss_gen: 3.1511244773864746 (3.0772780776023865) | > loss_kl: 2.3796849250793457 (2.07437039911747) | > loss_feat: 8.94027328491211 (7.423207938671112) | > loss_mel: 20.513269424438477 (21.643747329711914) | > loss_duration: 2.1899213790893555 (2.24155730009079) | > loss_1: 37.17427444458008 (36.46016025543213)  --> STEP: 9 | > loss_disc: 2.1762778759002686 (2.1760818428463407) | > loss_disc_real_0: 0.11775723844766617 (0.09746750526958042) | > loss_disc_real_1: 0.16220146417617798 (0.2197270972861184) | > loss_disc_real_2: 0.2882882356643677 (0.2666325618823369) | > loss_disc_real_3: 0.28351783752441406 (0.28048431211047703) | > loss_disc_real_4: 0.2949775457382202 (0.26152203977108) | > loss_disc_real_5: 0.21349576115608215 (0.25222714907593197) | > loss_0: 2.1762778759002686 (2.1760818428463407) | > loss_gen: 3.1108646392822266 (3.0810099177890353) | > loss_kl: 1.7051995992660522 (2.033351421356201) | > loss_feat: 8.526780128479004 (7.545827070871989) | > loss_mel: 21.98912811279297 (21.682122972276474) | > loss_duration: 2.0847015380859375 (2.2241288820902505) | > loss_1: 37.41667175292969 (36.56643931070963)  --> STEP: 10 | > loss_disc: 2.289369821548462 (2.1874106407165526) | > loss_disc_real_0: 0.14319677650928497 (0.10204043239355087) | > loss_disc_real_1: 0.2740754187107086 (0.22516192942857743) | > loss_disc_real_2: 0.26033881306648254 (0.2660031870007515) | > loss_disc_real_3: 0.28161901235580444 (0.28059778213500974) | > loss_disc_real_4: 0.31853383779525757 (0.26722321957349776) | > loss_disc_real_5: 0.2792239487171173 (0.2549268290400505) | > loss_0: 2.289369821548462 (2.1874106407165526) | > loss_gen: 3.0898683071136475 (3.0818957567214964) | > loss_kl: 1.4382072687149048 (1.9738370060920716) | > loss_feat: 5.68526554107666 (7.359770917892456) | > loss_mel: 17.907594680786133 (21.304670143127442) | > loss_duration: 2.2186391353607178 (2.2235799074172973) | > loss_1: 30.339574813842773 (35.94375286102295)  --> STEP: 11 | > loss_disc: 2.1140494346618652 (2.1807414401661265) | > loss_disc_real_0: 0.10176897048950195 (0.10201575403863733) | > loss_disc_real_1: 0.15260551869869232 (0.21856589208949695) | > loss_disc_real_2: 0.2622680962085724 (0.2656636332923716) | > loss_disc_real_3: 0.24517948925495148 (0.27737793732773175) | > loss_disc_real_4: 0.29249927401542664 (0.2695210427045822) | > loss_disc_real_5: 0.35120248794555664 (0.2636791616678238) | > loss_0: 2.1140494346618652 (2.1807414401661265) | > loss_gen: 3.2038540840148926 (3.0929828773845327) | > loss_kl: 2.405043363571167 (2.0130375840447168) | > loss_feat: 7.018193244934082 (7.328718402168968) | > loss_mel: 18.97530746459961 (21.09290989962491) | > loss_duration: 2.4210541248321533 (2.2415321090004663) | > loss_1: 34.02345275878906 (35.769180124456234)  --> STEP: 12 | > loss_disc: 2.180863618850708 (2.180751621723175) | > loss_disc_real_0: 0.1176653802394867 (0.10331988955537479) | > loss_disc_real_1: 0.2430974245071411 (0.22061018645763397) | > loss_disc_real_2: 0.2659691870212555 (0.2656890961031119) | > loss_disc_real_3: 0.3397490978240967 (0.28257553403576213) | > loss_disc_real_4: 0.24917665123939514 (0.26782567674915) | > loss_disc_real_5: 0.2727361023426056 (0.2644339067240556) | > loss_0: 2.180863618850708 (2.180751621723175) | > loss_gen: 3.3806533813476562 (3.1169554193814597) | > loss_kl: 1.629804253578186 (1.981101473172506) | > loss_feat: 7.087459087371826 (7.308613459269206) | > loss_mel: 20.495141983032227 (21.04309590657552) | > loss_duration: 2.16436767578125 (2.2351017395655317) | > loss_1: 34.75742721557617 (35.68486738204956)  --> STEP: 13 | > loss_disc: 2.1456987857818604 (2.1780552497276893) | > loss_disc_real_0: 0.1282428503036499 (0.10523704038216518) | > loss_disc_real_1: 0.17000479996204376 (0.21671746441951165) | > loss_disc_real_2: 0.309245228767395 (0.2690395678465183) | > loss_disc_real_3: 0.2735024094581604 (0.28187760137594664) | > loss_disc_real_4: 0.16885672509670258 (0.26021268046819246) | > loss_disc_real_5: 0.2616920471191406 (0.26422299444675446) | > loss_0: 2.1456987857818604 (2.1780552497276893) | > loss_gen: 2.8473055362701416 (3.0962131206805887) | > loss_kl: 1.8904098272323608 (1.9741251927155719) | > loss_feat: 6.534615516662598 (7.2490751559917745) | > loss_mel: 18.79119873046875 (20.869873046875) | > loss_duration: 2.094259262084961 (2.224267702836257) | > loss_1: 32.15779113769531 (35.41355382479154)  --> STEP: 14 | > loss_disc: 2.2883639335632324 (2.185934441430228) | > loss_disc_real_0: 0.0928802341222763 (0.10435441136360168) | > loss_disc_real_1: 0.19469411671161652 (0.215144368154662) | > loss_disc_real_2: 0.24128061532974243 (0.26705678552389145) | > loss_disc_real_3: 0.3287515640258789 (0.2852257415652275) | > loss_disc_real_4: 0.27106043696403503 (0.2609875202178955) | > loss_disc_real_5: 0.2722451984882355 (0.264796009021146) | > loss_0: 2.2883639335632324 (2.185934441430228) | > loss_gen: 2.6623706817626953 (3.0652243750435963) | > loss_kl: 2.2082109451293945 (1.9908456036022735) | > loss_feat: 5.3233842849731445 (7.111525808061872) | > loss_mel: 21.429931640625 (20.909877232142858) | > loss_duration: 2.3500914573669434 (2.233255113874163) | > loss_1: 33.9739875793457 (35.310727664402556)  --> STEP: 15 | > loss_disc: 2.475560188293457 (2.2052428245544435) | > loss_disc_real_0: 0.20997726917266846 (0.11139593521753947) | > loss_disc_real_1: 0.20116348564624786 (0.2142123093207677) | > loss_disc_real_2: 0.2404710054397583 (0.26528440018494925) | > loss_disc_real_3: 0.32543373107910156 (0.2879062741994858) | > loss_disc_real_4: 0.30332738161087036 (0.2638101776440938) | > loss_disc_real_5: 0.37224605679512024 (0.2719593455394109) | > loss_0: 2.475560188293457 (2.2052428245544435) | > loss_gen: 3.027523994445801 (3.0627110163370768) | > loss_kl: 1.805429220199585 (1.9784845113754275) | > loss_feat: 7.382084369659424 (7.129563045501709) | > loss_mel: 19.55816078186035 (20.819762802124025) | > loss_duration: 2.2384626865386963 (2.233602285385132) | > loss_1: 34.011661529541016 (35.22412325541178)  --> STEP: 16 | > loss_disc: 2.2725014686584473 (2.2094464898109436) | > loss_disc_real_0: 0.10076813399791718 (0.11073169764131308) | > loss_disc_real_1: 0.18306885659694672 (0.2122658435255289) | > loss_disc_real_2: 0.3419385850429535 (0.2700752867385745) | > loss_disc_real_3: 0.34463945031166077 (0.2914520977064967) | > loss_disc_real_4: 0.23186077177524567 (0.2618133397772908) | > loss_disc_real_5: 0.22861021757125854 (0.2692500250414014) | > loss_0: 2.2725014686584473 (2.2094464898109436) | > loss_gen: 3.375073194503784 (3.082233652472496) | > loss_kl: 1.8591961860656738 (1.9710289910435679) | > loss_feat: 8.024134635925293 (7.185473769903183) | > loss_mel: 19.179691314697266 (20.71725833415985) | > loss_duration: 2.3673577308654785 (2.2419620007276535) | > loss_1: 34.80545425415039 (35.19795644283295)  --> STEP: 17 | > loss_disc: 2.198789596557617 (2.2088196137372185) | > loss_disc_real_0: 0.08553670346736908 (0.10924963916049284) | > loss_disc_real_1: 0.30633577704429626 (0.21779936902663288) | > loss_disc_real_2: 0.29672232270240784 (0.2716427594423294) | > loss_disc_real_3: 0.29739153385162354 (0.29180147630326886) | > loss_disc_real_4: 0.26375776529312134 (0.26192771774881024) | > loss_disc_real_5: 0.2625187337398529 (0.2688540667295456) | > loss_0: 2.198789596557617 (2.2088196137372185) | > loss_gen: 3.190629482269287 (3.08860987775466) | > loss_kl: 1.5424076318740845 (1.945815969915951) | > loss_feat: 5.288491725921631 (7.0738865908454445) | > loss_mel: 19.266794204711914 (20.63193691478056) | > loss_duration: 2.39509916305542 (2.250970069099875) | > loss_1: 31.68342399597168 (34.991219240076404)  --> STEP: 18 | > loss_disc: 1.8565194606781006 (2.189247383011712) | > loss_disc_real_0: 0.09483548998832703 (0.10844885309537251) | > loss_disc_real_1: 0.11415547132492065 (0.21204137470987108) | > loss_disc_real_2: 0.23951131105422974 (0.26985767897632384) | > loss_disc_real_3: 0.27121880650520325 (0.29065799464782077) | > loss_disc_real_4: 0.21654877066612244 (0.2594066651331054) | > loss_disc_real_5: 0.23545999825000763 (0.2669988407029046) | > loss_0: 1.8565194606781006 (2.189247383011712) | > loss_gen: 3.418583869934082 (3.1069417662090726) | > loss_kl: 1.5855450630187988 (1.9258009195327759) | > loss_feat: 10.273114204406738 (7.251621458265516) | > loss_mel: 21.959287643432617 (20.7056786219279) | > loss_duration: 2.1843769550323486 (2.247270451651679) | > loss_1: 39.42090606689453 (35.23731295267741)  --> STEP: 19 | > loss_disc: 2.431389570236206 (2.201991708655106) | > loss_disc_real_0: 0.16168084740638733 (0.11125053700647856) | > loss_disc_real_1: 0.18718312680721283 (0.21073304587288907) | > loss_disc_real_2: 0.3822963237762451 (0.27577550238684606) | > loss_disc_real_3: 0.31126391887664795 (0.2917425169756538) | > loss_disc_real_4: 0.21966516971588135 (0.25731500747956726) | > loss_disc_real_5: 0.29584619402885437 (0.26851712245690196) | > loss_0: 2.431389570236206 (2.201991708655106) | > loss_gen: 2.804464101791382 (3.091021889134457) | > loss_kl: 1.4399962425231934 (1.9002322523217452) | > loss_feat: 6.435965538024902 (7.208692199305484) | > loss_mel: 19.163970947265625 (20.624536112735147) | > loss_duration: 2.329167127609253 (2.2515808030178674) | > loss_1: 32.17356491088867 (35.07606305574116)  --> STEP: 20 | > loss_disc: 2.265899181365967 (2.205187082290649) | > loss_disc_real_0: 0.19317230582237244 (0.11534662544727325) | > loss_disc_real_1: 0.2463347166776657 (0.2125131294131279) | > loss_disc_real_2: 0.2989184260368347 (0.27693264856934546) | > loss_disc_real_3: 0.3184520900249481 (0.29307799562811854) | > loss_disc_real_4: 0.20693694055080414 (0.25479610413312914) | > loss_disc_real_5: 0.24011605978012085 (0.2670970693230629) | > loss_0: 2.265899181365967 (2.205187082290649) | > loss_gen: 3.019382953643799 (3.087439942359924) | > loss_kl: 1.3702763319015503 (1.8737344563007354) | > loss_feat: 6.395643711090088 (7.168039774894714) | > loss_mel: 20.65283966064453 (20.625951290130615) | > loss_duration: 2.3147003650665283 (2.2547367811203007) | > loss_1: 33.75284194946289 (35.009902000427246)  --> STEP: 21 | > loss_disc: 2.2735495567321777 (2.2084424382164363) | > loss_disc_real_0: 0.11236420273780823 (0.11520460531825111) | > loss_disc_real_1: 0.17997939884662628 (0.21096390414805638) | > loss_disc_real_2: 0.22522976994514465 (0.2744706067300978) | > loss_disc_real_3: 0.3195745646953583 (0.2943397370122728) | > loss_disc_real_4: 0.2983458936214447 (0.2568699036325727) | > loss_disc_real_5: 0.29538437724113464 (0.2684440839858282) | > loss_0: 2.2735495567321777 (2.2084424382164363) | > loss_gen: 2.794506072998047 (3.073490710485549) | > loss_kl: 1.9024162292480469 (1.8751002550125122) | > loss_feat: 7.281910419464111 (7.173462186540876) | > loss_mel: 20.851871490478516 (20.636709394909087) | > loss_duration: 2.1488113403320312 (2.2496927125113353) | > loss_1: 34.979515075683594 (35.008455004010884)  --> STEP: 22 | > loss_disc: 2.1078758239746094 (2.2038712284781714) | > loss_disc_real_0: 0.049226533621549606 (0.11220560205931013) | > loss_disc_real_1: 0.2184123694896698 (0.21130247075449338) | > loss_disc_real_2: 0.24311502277851105 (0.2730453529141166) | > loss_disc_real_3: 0.3192678689956665 (0.29547283392060886) | > loss_disc_real_4: 0.23247110843658447 (0.25576086748730054) | > loss_disc_real_5: 0.29254573583602905 (0.2695396136153828) | > loss_0: 2.1078758239746094 (2.2038712284781714) | > loss_gen: 3.162513256072998 (3.077537189830433) | > loss_kl: 1.6437585353851318 (1.8645847223021768) | > loss_feat: 7.832605361938477 (7.20342323996804) | > loss_mel: 22.9570369720459 (20.742178830233488) | > loss_duration: 2.1618409156799316 (2.245699449018999) | > loss_1: 37.75775909423828 (35.13342337174849)  --> STEP: 23 | > loss_disc: 1.9983491897583008 (2.1949354876642637) | > loss_disc_real_0: 0.08599548041820526 (0.11106603155317514) | > loss_disc_real_1: 0.22178882360458374 (0.2117583991392799) | > loss_disc_real_2: 0.29369524121284485 (0.2739431741444961) | > loss_disc_real_3: 0.2208385318517685 (0.2922278642654419) | > loss_disc_real_4: 0.2161463350057602 (0.2540384965098422) | > loss_disc_real_5: 0.18296200037002563 (0.2657753695612368) | > loss_0: 1.9983491897583008 (2.1949354876642637) | > loss_gen: 3.014613389968872 (3.074801372445148) | > loss_kl: 2.058762311935425 (1.8730272261992744) | > loss_feat: 6.574335098266602 (7.176071581633194) | > loss_mel: 19.394241333007812 (20.683572852093242) | > loss_duration: 2.2483577728271484 (2.2458150283150053) | > loss_1: 33.290313720703125 (35.053288169529125)  --> STEP: 24 | > loss_disc: 2.25907564163208 (2.1976079940795894) | > loss_disc_real_0: 0.1040511205792427 (0.11077374359592795) | > loss_disc_real_1: 0.23641405999660492 (0.21278571834166846) | > loss_disc_real_2: 0.3017862141132355 (0.27510330080986023) | > loss_disc_real_3: 0.29250380396842957 (0.29223936175306636) | > loss_disc_real_4: 0.2912580966949463 (0.25558931318422157) | > loss_disc_real_5: 0.2788087725639343 (0.2663184280196826) | > loss_0: 2.25907564163208 (2.1976079940795894) | > loss_gen: 3.3339810371398926 (3.0856005251407623) | > loss_kl: 1.8031420707702637 (1.8701153447230656) | > loss_feat: 8.4288330078125 (7.228269974390666) | > loss_mel: 20.904193878173828 (20.6927653948466) | > loss_duration: 2.402169704437256 (2.252329806486766) | > loss_1: 36.872318267822266 (35.12908109029134)  --> STEP: 25 | > loss_disc: 2.2631640434265137 (2.200230236053466) | > loss_disc_real_0: 0.1388668268918991 (0.1118974669277668) | > loss_disc_real_1: 0.2655518651008606 (0.21489636421203615) | > loss_disc_real_2: 0.24067261815071106 (0.27372607350349426) | > loss_disc_real_3: 0.2935522198677063 (0.292291876077652) | > loss_disc_real_4: 0.24167248606681824 (0.2550326400995255) | > loss_disc_real_5: 0.226551815867424 (0.26472776353359223) | > loss_0: 2.2631640434265137 (2.200230236053466) | > loss_gen: 3.3192286491394043 (3.094945650100708) | > loss_kl: 2.158512830734253 (1.8816512441635131) | > loss_feat: 6.9088664054870605 (7.215493831634522) | > loss_mel: 15.724620819091797 (20.494039611816405) | > loss_duration: 2.311692714691162 (2.2547043228149417) | > loss_1: 30.422922134399414 (34.94083473205566)  --> STEP: 26 | > loss_disc: 2.127868413925171 (2.1974470890485316) | > loss_disc_real_0: 0.11033320426940918 (0.11183730297936843) | > loss_disc_real_1: 0.1500885784626007 (0.21240375706782708) | > loss_disc_real_2: 0.1254071295261383 (0.2680214987351344) | > loss_disc_real_3: 0.20520952343940735 (0.2889425548223349) | > loss_disc_real_4: 0.22757449746131897 (0.2539765576903637) | > loss_disc_real_5: 0.10494615137577057 (0.25858231691213757) | > loss_0: 2.127868413925171 (2.1974470890485316) | > loss_gen: 2.4963252544403076 (3.071921788729154) | > loss_kl: 1.9795182943344116 (1.8854153614777784) | > loss_feat: 14.155075073242188 (7.482400802465586) | > loss_mel: 21.95357322692871 (20.550175520089958) | > loss_duration: 2.288196563720703 (2.2559924859267015) | > loss_1: 42.87268829345703 (35.24590602287879) --> EVAL PERFORMANCE | > avg_loader_time: 0.002422626201923077 (+0.00011218511141263552) | > avg_loss_disc: 2.1974470890485316 (-0.061024913421044324) | > avg_loss_disc_real_0: 0.11183730297936843 (+0.023388508993845716) | > avg_loss_disc_real_1: 0.21240375706782708 (-0.06699468252750543) | > avg_loss_disc_real_2: 0.2680214987351344 (+0.08055085258988234) | > avg_loss_disc_real_3: 0.2889425548223349 (+0.04766026253883657) | > avg_loss_disc_real_4: 0.2539765576903637 (+0.024415547744585958) | > avg_loss_disc_real_5: 0.25858231691213757 (+0.00021945398587447373) | > avg_loss_0: 2.1974470890485316 (-0.061024913421044324) | > avg_loss_gen: 3.071921788729154 (+0.3979873473827653) | > avg_loss_kl: 1.8854153614777784 (-0.025422339255993354) | > avg_loss_feat: 7.482400802465586 (+0.09335969044612025) | > avg_loss_mel: 20.550175520089958 (+0.46957551516019436) | > avg_loss_duration: 2.2559924859267015 (-0.023478187047518695) | > avg_loss_1: 35.24590602287879 (+0.9120215636033393)  > EPOCH: 69/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 17:58:27)   --> TIME: 2024-06-10 17:58:29 -- STEP: 4/330 -- GLOBAL_STEP: 110775 | > loss_disc: 2.294130325317383 (2.20525324344635) | > loss_disc_real_0: 0.09665975719690323 (0.08473186753690243) | > loss_disc_real_1: 0.18728595972061157 (0.18503056466579437) | > loss_disc_real_2: 0.21321147680282593 (0.20494522526860237) | > loss_disc_real_3: 0.21590019762516022 (0.225534338504076) | > loss_disc_real_4: 0.1900801807641983 (0.21968746930360794) | > loss_disc_real_5: 0.21523724496364594 (0.22980305552482605) | > loss_0: 2.294130325317383 (2.20525324344635) | > grad_norm_0: tensor(16.9310, device='cuda:0') (tensor(36.8734, device='cuda:0')) | > loss_gen: 2.676880121231079 (2.596216380596161) | > loss_kl: 1.4194526672363281 (1.5084212720394135) | > loss_feat: 6.509121894836426 (6.742344498634338) | > loss_mel: 21.08917236328125 (20.66307258605957) | > loss_duration: 2.3832526206970215 (2.3766332864761353) | > loss_1: 34.077877044677734 (33.88668632507324) | > grad_norm_1: tensor(318.4771, device='cuda:0') (tensor(274.2525, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3435 (0.3458097577095032) | > loader_time: 0.0031 (0.003057122230529785)  --> TIME: 2024-06-10 17:58:38 -- STEP: 29/330 -- GLOBAL_STEP: 110800 | > loss_disc: 2.2137365341186523 (2.270781771890048) | > loss_disc_real_0: 0.08034706860780716 (0.10958430299471164) | > loss_disc_real_1: 0.17557691037654877 (0.1990995900384311) | > loss_disc_real_2: 0.18317556381225586 (0.21625603940980187) | > loss_disc_real_3: 0.2338913381099701 (0.22160174260879384) | > loss_disc_real_4: 0.24169638752937317 (0.21518619204389638) | > loss_disc_real_5: 0.2285681962966919 (0.2172075540855013) | > loss_0: 2.2137365341186523 (2.270781771890048) | > grad_norm_0: tensor(19.4803, device='cuda:0') (tensor(19.3940, device='cuda:0')) | > loss_gen: 2.6301536560058594 (2.5753017540635734) | > loss_kl: 1.4474636316299438 (1.5562817557104702) | > loss_feat: 7.078091621398926 (6.96742817451214) | > loss_mel: 20.475147247314453 (20.55380235869309) | > loss_duration: 2.136646270751953 (2.1748519190426534) | > loss_1: 33.76750183105469 (33.8276656578327) | > grad_norm_1: tensor(163.6465, device='cuda:0') (tensor(198.8146, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3468 (0.34535112874261265) | > loader_time: 0.0031 (0.003243035283581964)  --> TIME: 2024-06-10 17:58:47 -- STEP: 54/330 -- GLOBAL_STEP: 110825 | > loss_disc: 2.228700637817383 (2.265289337546736) | > loss_disc_real_0: 0.08768545091152191 (0.11178864221330043) | > loss_disc_real_1: 0.17737460136413574 (0.20093242161803776) | > loss_disc_real_2: 0.26085206866264343 (0.21749624085647087) | > loss_disc_real_3: 0.20953936874866486 (0.22186477068397734) | > loss_disc_real_4: 0.18629592657089233 (0.21294110406328132) | > loss_disc_real_5: 0.17928223311901093 (0.21421531505054897) | > loss_0: 2.228700637817383 (2.265289337546736) | > grad_norm_0: tensor(6.9358, device='cuda:0') (tensor(15.9901, device='cuda:0')) | > loss_gen: 2.5806078910827637 (2.594784763124254) | > loss_kl: 1.7096922397613525 (1.5564918981658087) | > loss_feat: 7.691921234130859 (7.129815684424506) | > loss_mel: 21.858325958251953 (20.49992628450747) | > loss_duration: 2.096259117126465 (2.135203699270884) | > loss_1: 35.936805725097656 (33.91622218379269) | > grad_norm_1: tensor(77.2319, device='cuda:0') (tensor(180.2154, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3543 (0.3474141403480812) | > loader_time: 0.0031 (0.0033231797041716397)  --> TIME: 2024-06-10 17:58:55 -- STEP: 79/330 -- GLOBAL_STEP: 110850 | > loss_disc: 2.3224313259124756 (2.266191844698748) | > loss_disc_real_0: 0.12346187233924866 (0.11330062433888641) | > loss_disc_real_1: 0.2248503416776657 (0.20147309669210942) | > loss_disc_real_2: 0.2809566855430603 (0.2205834626397) | > loss_disc_real_3: 0.2250700145959854 (0.2216443136523042) | > loss_disc_real_4: 0.2046816647052765 (0.21026881095729297) | > loss_disc_real_5: 0.2019103616476059 (0.21160202633730973) | > loss_0: 2.3224313259124756 (2.266191844698748) | > grad_norm_0: tensor(21.7990, device='cuda:0') (tensor(15.0081, device='cuda:0')) | > loss_gen: 2.728621244430542 (2.6086580149735075) | > loss_kl: 1.5978947877883911 (1.5628415889377836) | > loss_feat: 7.370849609375 (7.227071116242228) | > loss_mel: 20.122472763061523 (20.538551113273524) | > loss_duration: 2.0276129245758057 (2.117043495178222) | > loss_1: 33.847450256347656 (34.054165272773076) | > grad_norm_1: tensor(381.2955, device='cuda:0') (tensor(192.0463, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3545 (0.3465213172043426) | > loader_time: 0.0034 (0.0033660840384567847)  --> TIME: 2024-06-10 17:59:05 -- STEP: 104/330 -- GLOBAL_STEP: 110875 | > loss_disc: 2.146956443786621 (2.262132855562062) | > loss_disc_real_0: 0.08548504114151001 (0.11203898460819171) | > loss_disc_real_1: 0.21820741891860962 (0.20194145392339963) | > loss_disc_real_2: 0.19275444746017456 (0.21895052220385808) | > loss_disc_real_3: 0.194460928440094 (0.22080979868769648) | > loss_disc_real_4: 0.16506293416023254 (0.2103887045612702) | > loss_disc_real_5: 0.18582606315612793 (0.2116836501428714) | > loss_0: 2.146956443786621 (2.262132855562062) | > grad_norm_0: tensor(7.4736, device='cuda:0') (tensor(14.9459, device='cuda:0')) | > loss_gen: 2.879912853240967 (2.611871412167182) | > loss_kl: 1.5990502834320068 (1.5550970813402762) | > loss_feat: 8.36294174194336 (7.242866424413828) | > loss_mel: 21.084043502807617 (20.573169671572163) | > loss_duration: 2.109995126724243 (2.1111300564729256) | > loss_1: 36.035945892333984 (34.0941345508282) | > grad_norm_1: tensor(119.6104, device='cuda:0') (tensor(207.6191, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3534 (0.3508042784837576) | > loader_time: 0.0035 (0.0034063848165365373)  --> TIME: 2024-06-10 17:59:14 -- STEP: 129/330 -- GLOBAL_STEP: 110900 | > loss_disc: 2.2446610927581787 (2.27026736274246) | > loss_disc_real_0: 0.07836351543664932 (0.11224439006674197) | > loss_disc_real_1: 0.2865650951862335 (0.20297055962935898) | > loss_disc_real_2: 0.24971047043800354 (0.22035182238549225) | > loss_disc_real_3: 0.1929183155298233 (0.22183432285637822) | > loss_disc_real_4: 0.20241113007068634 (0.21163454490114553) | > loss_disc_real_5: 0.2202991247177124 (0.21236488477204196) | > loss_0: 2.2446610927581787 (2.27026736274246) | > grad_norm_0: tensor(18.8511, device='cuda:0') (tensor(14.6983, device='cuda:0')) | > loss_gen: 2.5762789249420166 (2.60959401980851) | > loss_kl: 1.4859447479248047 (1.5595522564510966) | > loss_feat: 6.646873474121094 (7.254293249559033) | > loss_mel: 20.56986427307129 (20.584546200064718) | > loss_duration: 2.0767338275909424 (2.107934572899989) | > loss_1: 33.35569381713867 (34.115920222082806) | > grad_norm_1: tensor(240.6395, device='cuda:0') (tensor(212.1938, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3719 (0.3528564789498499) | > loader_time: 0.0037 (0.0034560861513596177)  --> TIME: 2024-06-10 17:59:23 -- STEP: 154/330 -- GLOBAL_STEP: 110925 | > loss_disc: 2.358565330505371 (2.2635173503454626) | > loss_disc_real_0: 0.10331529378890991 (0.11227540836318749) | > loss_disc_real_1: 0.23321519792079926 (0.20273912272283012) | > loss_disc_real_2: 0.24594390392303467 (0.21902847802871234) | > loss_disc_real_3: 0.24098853766918182 (0.2194677795489113) | > loss_disc_real_4: 0.20864781737327576 (0.21049655538487744) | > loss_disc_real_5: 0.2295394092798233 (0.21179812430561368) | > loss_0: 2.358565330505371 (2.2635173503454626) | > grad_norm_0: tensor(26.3459, device='cuda:0') (tensor(14.6900, device='cuda:0')) | > loss_gen: 2.518157482147217 (2.6153031928198676) | > loss_kl: 1.471642017364502 (1.561509838351956) | > loss_feat: 7.360111236572266 (7.273970040408048) | > loss_mel: 20.1032772064209 (20.582126109631027) | > loss_duration: 2.1105217933654785 (2.1075043089978105) | > loss_1: 33.5637092590332 (34.14041343292632) | > grad_norm_1: tensor(441.6078, device='cuda:0') (tensor(219.3348, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.376 (0.35663993637283137) | > loader_time: 0.0049 (0.003550277127848043)  --> TIME: 2024-06-10 17:59:33 -- STEP: 179/330 -- GLOBAL_STEP: 110950 | > loss_disc: 2.3101439476013184 (2.256444740561799) | > loss_disc_real_0: 0.1043107807636261 (0.11284075198726283) | > loss_disc_real_1: 0.2168736606836319 (0.20206293821667826) | > loss_disc_real_2: 0.21534015238285065 (0.21826360670214925) | > loss_disc_real_3: 0.19401158392429352 (0.21916063762576887) | > loss_disc_real_4: 0.19543004035949707 (0.20958061241570797) | > loss_disc_real_5: 0.20045068860054016 (0.21055883443888343) | > loss_0: 2.3101439476013184 (2.256444740561799) | > grad_norm_0: tensor(12.3211, device='cuda:0') (tensor(15.2322, device='cuda:0')) | > loss_gen: 2.2595138549804688 (2.617438211121373) | > loss_kl: 1.5610229969024658 (1.5568431629148942) | > loss_feat: 7.431615352630615 (7.30084860391457) | > loss_mel: 20.029720306396484 (20.584838377030866) | > loss_duration: 2.1334705352783203 (2.111554412202461) | > loss_1: 33.41534423828125 (34.171522747870945) | > grad_norm_1: tensor(332.6881, device='cuda:0') (tensor(228.4887, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3732 (0.3598325518922433) | > loader_time: 0.0039 (0.0036471023239902944)  --> TIME: 2024-06-10 17:59:43 -- STEP: 204/330 -- GLOBAL_STEP: 110975 | > loss_disc: 2.3321120738983154 (2.2548406205925264) | > loss_disc_real_0: 0.06511753797531128 (0.1127327520254196) | > loss_disc_real_1: 0.17908762395381927 (0.2019725682250425) | > loss_disc_real_2: 0.17679734528064728 (0.21755079589053697) | > loss_disc_real_3: 0.19513262808322906 (0.2190301113707178) | > loss_disc_real_4: 0.20043633878231049 (0.20887414088436201) | > loss_disc_real_5: 0.21749605238437653 (0.21074842610487754) | > loss_0: 2.3321120738983154 (2.2548406205925264) | > grad_norm_0: tensor(23.7356, device='cuda:0') (tensor(17.1378, device='cuda:0')) | > loss_gen: 2.4497523307800293 (2.622590324457955) | > loss_kl: 1.5965126752853394 (1.5568866484305437) | > loss_feat: 7.671065330505371 (7.324379369324329) | > loss_mel: 20.5300350189209 (20.57330646701887) | > loss_duration: 2.1000967025756836 (2.116601381816115) | > loss_1: 34.34746170043945 (34.19376420039759) | > grad_norm_1: tensor(199.0870, device='cuda:0') (tensor(237.0676, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.4009 (0.36362019239687454) | > loader_time: 0.0046 (0.0037540197372436523)  --> TIME: 2024-06-10 17:59:53 -- STEP: 229/330 -- GLOBAL_STEP: 111000 | > loss_disc: 2.2689781188964844 (2.253016353174066) | > loss_disc_real_0: 0.08181361854076385 (0.11273223623698457) | > loss_disc_real_1: 0.21720033884048462 (0.20181351145282062) | > loss_disc_real_2: 0.2012469619512558 (0.21746631558805574) | > loss_disc_real_3: 0.23624074459075928 (0.2190106476628624) | > loss_disc_real_4: 0.2399011105298996 (0.20913842919091472) | > loss_disc_real_5: 0.20162343978881836 (0.2104674193796633) | > loss_0: 2.2689781188964844 (2.253016353174066) | > grad_norm_0: tensor(18.2447, device='cuda:0') (tensor(18.6869, device='cuda:0')) | > loss_gen: 2.6512060165405273 (2.62951971245645) | > loss_kl: 1.6170259714126587 (1.554588833230031) | > loss_feat: 7.395661354064941 (7.340195308085613) | > loss_mel: 20.224746704101562 (20.522488606548723) | > loss_duration: 2.199477195739746 (2.1228218495064923) | > loss_1: 34.08811950683594 (34.16961431711524) | > grad_norm_1: tensor(220.2345, device='cuda:0') (tensor(246.5303, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.3946 (0.3678637123524362) | > loader_time: 0.005 (0.003888300933171568) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_111000.pth  --> TIME: 2024-06-10 18:00:09 -- STEP: 254/330 -- GLOBAL_STEP: 111025 | > loss_disc: 2.155789375305176 (2.251735847766003) | > loss_disc_real_0: 0.10754680633544922 (0.11164679568935569) | > loss_disc_real_1: 0.1793787032365799 (0.20205369427448183) | > loss_disc_real_2: 0.25231051445007324 (0.21715252840612817) | > loss_disc_real_3: 0.19029998779296875 (0.2192258612494769) | > loss_disc_real_4: 0.17573001980781555 (0.20875585730385593) | > loss_disc_real_5: 0.22205102443695068 (0.21045353885476048) | > loss_0: 2.155789375305176 (2.251735847766003) | > grad_norm_0: tensor(32.7222, device='cuda:0') (tensor(19.8271, device='cuda:0')) | > loss_gen: 2.7549448013305664 (2.6349664691864985) | > loss_kl: 1.49483323097229 (1.5500114405249048) | > loss_feat: 8.58785629272461 (7.353762052190586) | > loss_mel: 20.451112747192383 (20.467270580802374) | > loss_duration: 2.1345291137695312 (2.1279771215333683) | > loss_1: 35.423274993896484 (34.13398760697975) | > grad_norm_1: tensor(707.3399, device='cuda:0') (tensor(254.8981, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.417 (0.3728790283203125) | > loader_time: 0.0055 (0.004056669595673327)  --> TIME: 2024-06-10 18:00:20 -- STEP: 279/330 -- GLOBAL_STEP: 111050 | > loss_disc: 2.1715192794799805 (2.2497214339539977) | > loss_disc_real_0: 0.1508832573890686 (0.11208314955982258) | > loss_disc_real_1: 0.23319308459758759 (0.20217787172631976) | > loss_disc_real_2: 0.21393993496894836 (0.2164832210455317) | > loss_disc_real_3: 0.21283544600009918 (0.21881861530751742) | > loss_disc_real_4: 0.18759660422801971 (0.2088726607274838) | > loss_disc_real_5: 0.16794566810131073 (0.2096140853606672) | > loss_0: 2.1715192794799805 (2.2497214339539977) | > grad_norm_0: tensor(8.1294, device='cuda:0') (tensor(20.4215, device='cuda:0')) | > loss_gen: 2.7625465393066406 (2.6355037894300244) | > loss_kl: 1.4294533729553223 (1.5532892668973586) | > loss_feat: 7.800840377807617 (7.3812389219960854) | > loss_mel: 19.956911087036133 (20.41639804498269) | > loss_duration: 2.1959519386291504 (2.135322919455905) | > loss_1: 34.14570236206055 (34.12175285858922) | > grad_norm_1: tensor(232.6295, device='cuda:0') (tensor(265.0244, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.4408 (0.3780458665663196) | > loader_time: 0.0062 (0.0042095107416952795)  --> TIME: 2024-06-10 18:00:31 -- STEP: 304/330 -- GLOBAL_STEP: 111075 | > loss_disc: 2.269167900085449 (2.247580172199951) | > loss_disc_real_0: 0.15241649746894836 (0.1120701008721402) | > loss_disc_real_1: 0.17050528526306152 (0.20233408092079977) | > loss_disc_real_2: 0.23118168115615845 (0.2161458084163698) | > loss_disc_real_3: 0.22320528328418732 (0.21885040956304272) | > loss_disc_real_4: 0.23272578418254852 (0.20945691366336838) | > loss_disc_real_5: 0.22434955835342407 (0.20992136467248204) | > loss_0: 2.269167900085449 (2.247580172199951) | > grad_norm_0: tensor(6.5018, device='cuda:0') (tensor(20.2808, device='cuda:0')) | > loss_gen: 2.8901681900024414 (2.6398573956991505) | > loss_kl: 1.6635022163391113 (1.5584848260408954) | > loss_feat: 8.547525405883789 (7.422543583731902) | > loss_mel: 20.28679084777832 (20.3820523337314) | > loss_duration: 2.264859676361084 (2.144425387445247) | > loss_1: 35.6528434753418 (34.1473634368495) | > grad_norm_1: tensor(331.9968, device='cuda:0') (tensor(267.9437, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.4911 (0.3849728734869706) | > loader_time: 0.0066 (0.004388682152095592)  --> TIME: 2024-06-10 18:00:59 -- STEP: 329/330 -- GLOBAL_STEP: 111100 | > loss_disc: 2.367122173309326 (2.2497618510005677) | > loss_disc_real_0: 0.20015758275985718 (0.11318898932459147) | > loss_disc_real_1: 0.2129189521074295 (0.20268653989925212) | > loss_disc_real_2: 0.23042933642864227 (0.2158663800512767) | > loss_disc_real_3: 0.18991303443908691 (0.2187128208781449) | > loss_disc_real_4: 0.20026536285877228 (0.20996722791876102) | > loss_disc_real_5: 0.17521874606609344 (0.21015930529061058) | > loss_0: 2.367122173309326 (2.2497618510005677) | > grad_norm_0: tensor(8.6785, device='cuda:0') (tensor(20.1810, device='cuda:0')) | > loss_gen: 2.1879701614379883 (2.636350341843255) | > loss_kl: 1.923026442527771 (1.5681723406974306) | > loss_feat: 10.343843460083008 (7.529612913682468) | > loss_mel: 20.097257614135742 (20.366745853134194) | > loss_duration: 2.2931923866271973 (2.1572274168936283) | > loss_1: 36.84529113769531 (34.25810878255083) | > grad_norm_1: tensor(239.2186, device='cuda:0') (tensor(272.2312, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 13.7884 (0.4389010859840185) | > loader_time: 0.033 (0.004812201468053194)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3124194145202637 (2.3124194145202637) | > loss_disc_real_0: 0.14890530705451965 (0.14890530705451965) | > loss_disc_real_1: 0.23068732023239136 (0.23068732023239136) | > loss_disc_real_2: 0.22917766869068146 (0.22917766869068146) | > loss_disc_real_3: 0.30798739194869995 (0.30798739194869995) | > loss_disc_real_4: 0.23461182415485382 (0.23461182415485382) | > loss_disc_real_5: 0.2448989450931549 (0.2448989450931549) | > loss_0: 2.3124194145202637 (2.3124194145202637) | > loss_gen: 2.64339280128479 (2.64339280128479) | > loss_kl: 1.8964823484420776 (1.8964823484420776) | > loss_feat: 5.883921146392822 (5.883921146392822) | > loss_mel: 19.399927139282227 (19.399927139282227) | > loss_duration: 2.895737648010254 (2.895737648010254) | > loss_1: 32.719459533691406 (32.719459533691406)  --> STEP: 1 | > loss_disc: 1.9856209754943848 (1.9856209754943848) | > loss_disc_real_0: 0.10175734013319016 (0.10175734013319016) | > loss_disc_real_1: 0.15466207265853882 (0.15466207265853882) | > loss_disc_real_2: 0.14946289360523224 (0.14946289360523224) | > loss_disc_real_3: 0.27690964937210083 (0.27690964937210083) | > loss_disc_real_4: 0.19634774327278137 (0.19634774327278137) | > loss_disc_real_5: 0.24945569038391113 (0.24945569038391113) | > loss_0: 1.9856209754943848 (1.9856209754943848) | > loss_gen: 2.697420835494995 (2.697420835494995) | > loss_kl: 2.03377628326416 (2.03377628326416) | > loss_feat: 7.18584680557251 (7.18584680557251) | > loss_mel: 21.48402214050293 (21.48402214050293) | > loss_duration: 2.334587812423706 (2.334587812423706) | > loss_1: 35.735652923583984 (35.735652923583984)  --> STEP: 2 | > loss_disc: 2.3274049758911133 (2.156512975692749) | > loss_disc_real_0: 0.08811664581298828 (0.09493699297308922) | > loss_disc_real_1: 0.09573366492986679 (0.1251978687942028) | > loss_disc_real_2: 0.20284028351306915 (0.1761515885591507) | > loss_disc_real_3: 0.2743321359157562 (0.27562089264392853) | > loss_disc_real_4: 0.32161104679107666 (0.258979395031929) | > loss_disc_real_5: 0.2840334177017212 (0.26674455404281616) | > loss_0: 2.3274049758911133 (2.156512975692749) | > loss_gen: 2.4598312377929688 (2.578626036643982) | > loss_kl: 1.6433783769607544 (1.8385773301124573) | > loss_feat: 6.174221992492676 (6.680034399032593) | > loss_mel: 21.32716941833496 (21.405595779418945) | > loss_duration: 2.4540891647338867 (2.3943384885787964) | > loss_1: 34.05868911743164 (34.89717102050781)  --> STEP: 3 | > loss_disc: 2.5422921180725098 (2.2851060231526694) | > loss_disc_real_0: 0.12182177603244781 (0.10389858732620876) | > loss_disc_real_1: 0.1799124777317047 (0.14343607177337012) | > loss_disc_real_2: 0.17021819949150085 (0.17417379220326742) | > loss_disc_real_3: 0.2755928933620453 (0.27561155954996747) | > loss_disc_real_4: 0.27316081523895264 (0.2637065351009369) | > loss_disc_real_5: 0.3501511216163635 (0.2945467432339986) | > loss_0: 2.5422921180725098 (2.2851060231526694) | > loss_gen: 2.1830272674560547 (2.4467597802480063) | > loss_kl: 1.8919541835784912 (1.8563696146011353) | > loss_feat: 5.401205062866211 (6.253757953643799) | > loss_mel: 17.104761123657227 (19.97198422749837) | > loss_duration: 2.1561102867126465 (2.3149290879567466) | > loss_1: 28.737058639526367 (32.84380022684733)  --> STEP: 4 | > loss_disc: 1.9246022701263428 (2.1949800848960876) | > loss_disc_real_0: 0.06146514415740967 (0.09329022653400898) | > loss_disc_real_1: 0.14965395629405975 (0.14499054290354252) | > loss_disc_real_2: 0.2114483267068863 (0.18349242582917213) | > loss_disc_real_3: 0.19254739582538605 (0.2548455186188221) | > loss_disc_real_4: 0.13029536604881287 (0.23035374283790588) | > loss_disc_real_5: 0.11166609823703766 (0.24882658198475838) | > loss_0: 1.9246022701263428 (2.1949800848960876) | > loss_gen: 2.471198558807373 (2.452869474887848) | > loss_kl: 1.7118933200836182 (1.820250540971756) | > loss_feat: 7.5787353515625 (6.585002303123474) | > loss_mel: 21.34010887145996 (20.31401538848877) | > loss_duration: 2.2600502967834473 (2.3012093901634216) | > loss_1: 35.36198806762695 (33.473347187042236)  --> STEP: 5 | > loss_disc: 2.086442232131958 (2.1732725143432616) | > loss_disc_real_0: 0.07704596221446991 (0.09004137367010116) | > loss_disc_real_1: 0.2138931006193161 (0.15877105444669723) | > loss_disc_real_2: 0.23555625975131989 (0.19390519261360167) | > loss_disc_real_3: 0.1808289736509323 (0.24004220962524414) | > loss_disc_real_4: 0.20165196061134338 (0.22461338639259337) | > loss_disc_real_5: 0.1633397489786148 (0.23172921538352967) | > loss_0: 2.086442232131958 (2.1732725143432616) | > loss_gen: 2.4956436157226562 (2.4614243030548097) | > loss_kl: 1.8775159120559692 (1.8317036151885986) | > loss_feat: 6.538749694824219 (6.575751781463623) | > loss_mel: 20.867950439453125 (20.424802398681642) | > loss_duration: 2.4088640213012695 (2.322740316390991) | > loss_1: 34.188724517822266 (33.61642265319824)  --> STEP: 6 | > loss_disc: 2.5407769680023193 (2.2345232566197715) | > loss_disc_real_0: 0.26828059554100037 (0.11974791064858437) | > loss_disc_real_1: 0.1969524472951889 (0.16513461992144585) | > loss_disc_real_2: 0.23290413618087769 (0.20040501654148102) | > loss_disc_real_3: 0.2391766458749771 (0.23989794900019965) | > loss_disc_real_4: 0.25658026337623596 (0.22994119922320047) | > loss_disc_real_5: 0.2635667026042938 (0.237035463253657) | > loss_0: 2.5407769680023193 (2.2345232566197715) | > loss_gen: 2.591736078262329 (2.483142932256063) | > loss_kl: 2.08561635017395 (1.874022404352824) | > loss_feat: 6.378134250640869 (6.542815526326497) | > loss_mel: 20.359521865844727 (20.41392230987549) | > loss_duration: 2.0925803184509277 (2.284380316734314) | > loss_1: 33.50758743286133 (33.598283449808754)  --> STEP: 7 | > loss_disc: 2.6707568168640137 (2.296842336654663) | > loss_disc_real_0: 0.1321866810321808 (0.121524877846241) | > loss_disc_real_1: 0.24070557951927185 (0.17593047129256384) | > loss_disc_real_2: 0.3359220623970032 (0.21976459452084132) | > loss_disc_real_3: 0.2460528165102005 (0.24077721578734262) | > loss_disc_real_4: 0.3220231235027313 (0.24309575983456203) | > loss_disc_real_5: 0.2681855261325836 (0.24148547223636083) | > loss_0: 2.6707568168640137 (2.296842336654663) | > loss_gen: 2.2950668334960938 (2.456274918147496) | > loss_kl: 1.8664250373840332 (1.8729370662144251) | > loss_feat: 5.1429362297058105 (6.3428327696663995) | > loss_mel: 18.984432220458984 (20.209709439958846) | > loss_duration: 2.4009900093078613 (2.301038844244821) | > loss_1: 30.689849853515625 (33.18279293605259)  --> STEP: 8 | > loss_disc: 1.9642059803009033 (2.255262792110443) | > loss_disc_real_0: 0.12549783289432526 (0.12202149722725153) | > loss_disc_real_1: 0.18427105247974396 (0.17697304394096136) | > loss_disc_real_2: 0.20337074995040894 (0.21771536394953728) | > loss_disc_real_3: 0.2248537838459015 (0.23878678679466248) | > loss_disc_real_4: 0.13810211420059204 (0.22997155413031578) | > loss_disc_real_5: 0.1457073837518692 (0.22951321117579937) | > loss_0: 1.9642059803009033 (2.255262792110443) | > loss_gen: 2.748324394226074 (2.492781102657318) | > loss_kl: 2.154036521911621 (1.9080744981765747) | > loss_feat: 9.539973258972168 (6.74247533082962) | > loss_mel: 23.397130966186523 (20.608137130737305) | > loss_duration: 2.1791138648986816 (2.2857982218265533) | > loss_1: 40.01858139038086 (34.03726649284363)  --> STEP: 9 | > loss_disc: 2.321171283721924 (2.2625859578450522) | > loss_disc_real_0: 0.15622317790985107 (0.1258216839697626) | > loss_disc_real_1: 0.18688523769378662 (0.1780743988023864) | > loss_disc_real_2: 0.2280905544757843 (0.21886816289689806) | > loss_disc_real_3: 0.2589506208896637 (0.24102721280521816) | > loss_disc_real_4: 0.240883931517601 (0.23118404050668082) | > loss_disc_real_5: 0.2625100910663605 (0.2331795311636395) | > loss_0: 2.321171283721924 (2.2625859578450522) | > loss_gen: 2.682424545288086 (2.513852596282959) | > loss_kl: 1.5894702672958374 (1.872674028078715) | > loss_feat: 8.087576866149902 (6.891931056976318) | > loss_mel: 22.678110122680664 (20.83813412984212) | > loss_duration: 2.1681690216064453 (2.2727283106909857) | > loss_1: 37.20574951171875 (34.38932016160753)  --> STEP: 10 | > loss_disc: 2.2399654388427734 (2.260323905944824) | > loss_disc_real_0: 0.22323079407215118 (0.13556259498000145) | > loss_disc_real_1: 0.21085938811302185 (0.18135289773344992) | > loss_disc_real_2: 0.24226103723049164 (0.2212074503302574) | > loss_disc_real_3: 0.30592653155326843 (0.2475171446800232) | > loss_disc_real_4: 0.3196530342102051 (0.24003093987703322) | > loss_disc_real_5: 0.29145485162734985 (0.23900706321001053) | > loss_0: 2.2399654388427734 (2.260323905944824) | > loss_gen: 3.474013328552246 (2.6098686695098876) | > loss_kl: 2.3586390018463135 (1.921270525455475) | > loss_feat: 7.482262134552002 (6.950964164733887) | > loss_mel: 21.204383850097656 (20.874759101867674) | > loss_duration: 2.2417407035827637 (2.2696295499801638) | > loss_1: 36.76103973388672 (34.62649211883545)  --> STEP: 11 | > loss_disc: 2.264902114868164 (2.260740106756037) | > loss_disc_real_0: 0.09309490025043488 (0.13170189545913177) | > loss_disc_real_1: 0.16579033434391022 (0.1799381192434918) | > loss_disc_real_2: 0.18910498917102814 (0.21828904477032748) | > loss_disc_real_3: 0.250074565410614 (0.24774963747371326) | > loss_disc_real_4: 0.26073142886161804 (0.24191280251199548) | > loss_disc_real_5: 0.316735178232193 (0.2460732554847544) | > loss_0: 2.264902114868164 (2.260740106756037) | > loss_gen: 2.4468512535095215 (2.5950489044189453) | > loss_kl: 2.483443260192871 (1.972377137704329) | > loss_feat: 6.550157070159912 (6.914527156136253) | > loss_mel: 18.506019592285156 (20.659419146451082) | > loss_duration: 2.3760628700256348 (2.2793053063479336) | > loss_1: 32.36253356933594 (34.420677705244586)  --> STEP: 12 | > loss_disc: 1.849822759628296 (2.226496994495392) | > loss_disc_real_0: 0.07343842834234238 (0.12684660653273266) | > loss_disc_real_1: 0.10497128963470459 (0.1736908834427595) | > loss_disc_real_2: 0.16510790586471558 (0.21385728319485983) | > loss_disc_real_3: 0.1726228892803192 (0.24148907512426376) | > loss_disc_real_4: 0.20172880589962006 (0.23856413612763086) | > loss_disc_real_5: 0.1506960541009903 (0.2381251553694407) | > loss_0: 1.849822759628296 (2.226496994495392) | > loss_gen: 2.545707941055298 (2.590937157471975) | > loss_kl: 1.7592602968215942 (1.954617400964101) | > loss_feat: 7.3156819343566895 (6.947956720987956) | > loss_mel: 21.935131072998047 (20.76572847366333) | > loss_duration: 2.204134225845337 (2.273041049639384) | > loss_1: 35.759918212890625 (34.53228108088175)  --> STEP: 13 | > loss_disc: 2.1210663318634033 (2.2183869435237002) | > loss_disc_real_0: 0.13821139931678772 (0.12772082136227536) | > loss_disc_real_1: 0.17399193346500397 (0.17371404113677832) | > loss_disc_real_2: 0.16115258634090424 (0.20980307574455553) | > loss_disc_real_3: 0.28373995423316956 (0.24473914274802575) | > loss_disc_real_4: 0.20496401190757751 (0.23597951118762678) | > loss_disc_real_5: 0.24279512465000153 (0.2384843837756377) | > loss_0: 2.1210663318634033 (2.2183869435237002) | > loss_gen: 2.7365756034851074 (2.6021401148576) | > loss_kl: 1.658840298652649 (1.9318653161709125) | > loss_feat: 8.158315658569336 (7.041061254648062) | > loss_mel: 20.94350814819336 (20.77940383324256) | > loss_duration: 2.096982479095459 (2.2594980826744666) | > loss_1: 35.59421920776367 (34.61396862910344)  --> STEP: 14 | > loss_disc: 2.358574390411377 (2.2284003325871056) | > loss_disc_real_0: 0.09643588960170746 (0.12548618337937764) | > loss_disc_real_1: 0.15053395926952362 (0.172058321003403) | > loss_disc_real_2: 0.13548409938812256 (0.20449457743338176) | > loss_disc_real_3: 0.2284938544034958 (0.24357876500913075) | > loss_disc_real_4: 0.2763860523700714 (0.23886569270065852) | > loss_disc_real_5: 0.25738051533699036 (0.23983410745859146) | > loss_0: 2.358574390411377 (2.2284003325871056) | > loss_gen: 2.1314334869384766 (2.5685182128633772) | > loss_kl: 2.117973566055298 (1.9451587625912257) | > loss_feat: 6.4774250984191895 (7.000801529203143) | > loss_mel: 21.133289337158203 (20.804681369236537) | > loss_duration: 2.4115068912506104 (2.27035585471562) | > loss_1: 34.271629333496094 (34.58951582227434)  --> STEP: 15 | > loss_disc: 2.188730239868164 (2.2257556597391766) | > loss_disc_real_0: 0.14654268324375153 (0.12688995003700257) | > loss_disc_real_1: 0.2195432037115097 (0.17522397985061008) | > loss_disc_real_2: 0.19896572828292847 (0.2041259874900182) | > loss_disc_real_3: 0.24944451451301575 (0.2439698149760564) | > loss_disc_real_4: 0.20895318686962128 (0.23687152564525604) | > loss_disc_real_5: 0.23347295820713043 (0.23941003084182738) | > loss_0: 2.188730239868164 (2.2257556597391766) | > loss_gen: 2.694937229156494 (2.5769461472829183) | > loss_kl: 2.414050340652466 (1.9764182011286417) | > loss_feat: 7.0880937576293945 (7.006621011098226) | > loss_mel: 19.35020637512207 (20.707716369628905) | > loss_duration: 2.260043144226074 (2.2696683406829834) | > loss_1: 33.80733108520508 (34.537370173136395)  --> STEP: 16 | > loss_disc: 2.502002000808716 (2.2430210560560226) | > loss_disc_real_0: 0.10616172105073929 (0.1255944357253611) | > loss_disc_real_1: 0.20361532270908356 (0.1769984387792647) | > loss_disc_real_2: 0.20066377520561218 (0.20390959922224283) | > loss_disc_real_3: 0.28204184770584106 (0.24634931702166796) | > loss_disc_real_4: 0.292582631111145 (0.2403534697368741) | > loss_disc_real_5: 0.322731077671051 (0.24461759626865387) | > loss_0: 2.502002000808716 (2.2430210560560226) | > loss_gen: 2.515355348587036 (2.5730967223644257) | > loss_kl: 1.7654039859771729 (1.963229812681675) | > loss_feat: 5.735136032104492 (6.9271531999111176) | > loss_mel: 15.324092864990234 (20.37123990058899) | > loss_duration: 2.3519277572631836 (2.274809554219246) | > loss_1: 27.691917419433594 (34.10952937602997)  --> STEP: 17 | > loss_disc: 2.4798996448516846 (2.2569550906910614) | > loss_disc_real_0: 0.07836146652698517 (0.12281602577251546) | > loss_disc_real_1: 0.20138569176197052 (0.17843298307236502) | > loss_disc_real_2: 0.32557258009910583 (0.21106624515617595) | > loss_disc_real_3: 0.33702775835990906 (0.251683342982741) | > loss_disc_real_4: 0.32567298412323 (0.2453722647007774) | > loss_disc_real_5: 0.33612191677093506 (0.25000020335702333) | > loss_0: 2.4798996448516846 (2.2569550906910614) | > loss_gen: 2.7495298385620117 (2.5834751409642838) | > loss_kl: 2.25785756111145 (1.980560856706956) | > loss_feat: 6.216686248779297 (6.885361026315128) | > loss_mel: 20.42382049560547 (20.37433287676643) | > loss_duration: 2.354306697845459 (2.279485856785494) | > loss_1: 34.002201080322266 (34.10321594687069)  --> STEP: 18 | > loss_disc: 1.6102267503738403 (2.2210257384512158) | > loss_disc_real_0: 0.05730653554201126 (0.11917660964859857) | > loss_disc_real_1: 0.08893685787916183 (0.17346097611718708) | > loss_disc_real_2: 0.11873667687177658 (0.20593682469593155) | > loss_disc_real_3: 0.1716727614402771 (0.2472383106748263) | > loss_disc_real_4: 0.14772973954677582 (0.23994767996999952) | > loss_disc_real_5: 0.17491674423217773 (0.2458289000723097) | > loss_0: 1.6102267503738403 (2.2210257384512158) | > loss_gen: 3.053354263305664 (2.6095795366499157) | > loss_kl: 2.057684898376465 (1.9848455256885953) | > loss_feat: 11.737768173217773 (7.154939201143053) | > loss_mel: 23.73192024230957 (20.560865508185493) | > loss_duration: 2.204902172088623 (2.2753423187467785) | > loss_1: 42.78562927246094 (34.585572242736816)  --> STEP: 19 | > loss_disc: 2.4560275077819824 (2.2333942526265194) | > loss_disc_real_0: 0.1512831151485443 (0.12086642572754308) | > loss_disc_real_1: 0.2748534083366394 (0.17879741991821088) | > loss_disc_real_2: 0.2412625402212143 (0.20779607288147273) | > loss_disc_real_3: 0.33244845271110535 (0.2517230549925252) | > loss_disc_real_4: 0.23409628868103027 (0.2396397120074222) | > loss_disc_real_5: 0.27077677845954895 (0.24714194630321704) | > loss_0: 2.4560275077819824 (2.2333942526265194) | > loss_gen: 2.5912909507751465 (2.608616979498612) | > loss_kl: 1.6185132265090942 (1.9655648783633584) | > loss_feat: 6.970257759094238 (7.145219125245747) | > loss_mel: 18.993093490600586 (20.478351191470498) | > loss_duration: 2.3153371810913086 (2.277447311501754) | > loss_1: 32.48849105834961 (34.4751995488217)  --> STEP: 20 | > loss_disc: 2.346597909927368 (2.239054435491562) | > loss_disc_real_0: 0.1359822005033493 (0.1216222144663334) | > loss_disc_real_1: 0.17459383606910706 (0.17858724072575569) | > loss_disc_real_2: 0.26008111238479614 (0.2104103248566389) | > loss_disc_real_3: 0.2653028964996338 (0.2524020470678806) | > loss_disc_real_4: 0.2563193738460541 (0.2404736950993538) | > loss_disc_real_5: 0.29925793409347534 (0.24974774569272995) | > loss_0: 2.346597909927368 (2.239054435491562) | > loss_gen: 2.4434163570404053 (2.6003569483757016) | > loss_kl: 1.7163212299346924 (1.953102695941925) | > loss_feat: 5.802698135375977 (7.078093075752259) | > loss_mel: 20.430099487304688 (20.475938606262208) | > loss_duration: 2.320312976837158 (2.2795905947685244) | > loss_1: 32.71284866333008 (34.38708200454712)  --> STEP: 21 | > loss_disc: 2.734771251678467 (2.2626599981671287) | > loss_disc_real_0: 0.18145930767059326 (0.12447159985701244) | > loss_disc_real_1: 0.28587207198143005 (0.18369604221412114) | > loss_disc_real_2: 0.2537074685096741 (0.21247209360202154) | > loss_disc_real_3: 0.27866920828819275 (0.25365286426884787) | > loss_disc_real_4: 0.28596165776252747 (0.2426397885595049) | > loss_disc_real_5: 0.2343502789735794 (0.24901453299181803) | > loss_0: 2.734771251678467 (2.2626599981671287) | > loss_gen: 2.1051836013793945 (2.576777265185401) | > loss_kl: 1.9912792444229126 (1.954920626821972) | > loss_feat: 3.797161102294922 (6.921858219873338) | > loss_mel: 15.49062442779541 (20.238542693001882) | > loss_duration: 2.1524105072021484 (2.2735344001225064) | > loss_1: 25.536657333374023 (33.96563321068173)  --> STEP: 22 | > loss_disc: 2.5000407695770264 (2.273450033231215) | > loss_disc_real_0: 0.08874344825744629 (0.12284759296612306) | > loss_disc_real_1: 0.248056098818779 (0.18662149933251468) | > loss_disc_real_2: 0.22662042081356049 (0.2131151993843642) | > loss_disc_real_3: 0.21686698496341705 (0.2519807788458737) | > loss_disc_real_4: 0.2614187002182007 (0.243493375453082) | > loss_disc_real_5: 0.3064142167568207 (0.25162360952659085) | > loss_0: 2.5000407695770264 (2.273450033231215) | > loss_gen: 2.297565221786499 (2.564085808667269) | > loss_kl: 1.7287852764129639 (1.9446417472579263) | > loss_feat: 6.659234523773193 (6.909920779141513) | > loss_mel: 19.16863250732422 (20.189910411834717) | > loss_duration: 2.131711483001709 (2.2670879038897427) | > loss_1: 31.985929489135742 (33.875646677884184)  --> STEP: 23 | > loss_disc: 2.2678818702697754 (2.273207939189413) | > loss_disc_real_0: 0.12494976818561554 (0.12293899188870969) | > loss_disc_real_1: 0.24698415398597717 (0.18924596257831738) | > loss_disc_real_2: 0.18344219028949738 (0.21182506855415262) | > loss_disc_real_3: 0.2300860583782196 (0.25102883447771485) | > loss_disc_real_4: 0.23090608417987823 (0.24294610191946445) | > loss_disc_real_5: 0.19728347659111023 (0.2492609950511352) | > loss_0: 2.2678818702697754 (2.273207939189413) | > loss_gen: 2.3525753021240234 (2.554889699687128) | > loss_kl: 1.8154953718185425 (1.9390266874562139) | > loss_feat: 6.073811054229736 (6.873568182406218) | > loss_mel: 19.26891326904297 (20.149867057800293) | > loss_duration: 2.276857376098633 (2.267512663550999) | > loss_1: 31.78765296936035 (33.78486434273098)  --> STEP: 24 | > loss_disc: 2.165863513946533 (2.268735254804293) | > loss_disc_real_0: 0.08961068838834763 (0.1215503125761946) | > loss_disc_real_1: 0.18165792524814606 (0.18892979435622692) | > loss_disc_real_2: 0.1758066564798355 (0.2103243013843894) | > loss_disc_real_3: 0.27412834763526917 (0.25199131419261295) | > loss_disc_real_4: 0.24392032623291016 (0.24298669459919134) | > loss_disc_real_5: 0.32711806893348694 (0.2525050397962332) | > loss_0: 2.165863513946533 (2.268735254804293) | > loss_gen: 2.6919379234313965 (2.560600042343139) | > loss_kl: 1.7927210330963135 (1.9329306185245514) | > loss_feat: 6.687424182891846 (6.865812182426453) | > loss_mel: 20.592655181884766 (20.168316562970478) | > loss_duration: 2.377830982208252 (2.272109260161718) | > loss_1: 34.14257049560547 (33.79976876576742)  --> STEP: 25 | > loss_disc: 2.3482258319854736 (2.2719148778915406) | > loss_disc_real_0: 0.17731788754463196 (0.1237810155749321) | > loss_disc_real_1: 0.14868603646755219 (0.18732004404067992) | > loss_disc_real_2: 0.15897145867347717 (0.2082701876759529) | > loss_disc_real_3: 0.261373370885849 (0.25236659646034243) | > loss_disc_real_4: 0.2426968216896057 (0.24297509968280792) | > loss_disc_real_5: 0.29217422008514404 (0.2540918070077896) | > loss_0: 2.3482258319854736 (2.2719148778915406) | > loss_gen: 2.585620641708374 (2.5616008663177485) | > loss_kl: 1.9487675428390503 (1.9335640954971314) | > loss_feat: 8.11205005645752 (6.915661697387695) | > loss_mel: 18.618724822998047 (20.106332893371583) | > loss_duration: 2.383127212524414 (2.2765499782562255) | > loss_1: 33.648292541503906 (33.793709716796876)  --> STEP: 26 | > loss_disc: 2.387083053588867 (2.2763444231106686) | > loss_disc_real_0: 0.14535263180732727 (0.12461069312233192) | > loss_disc_real_1: 0.15788781642913818 (0.18618803528638986) | > loss_disc_real_2: 0.16078095138072968 (0.2064436785876751) | > loss_disc_real_3: 0.2928759753704071 (0.25392464949534493) | > loss_disc_real_4: 0.1991828829050064 (0.24129078365289247) | > loss_disc_real_5: 0.26253804564476013 (0.2544166623399808) | > loss_0: 2.387083053588867 (2.2763444231106686) | > loss_gen: 2.3755128383636475 (2.55444363447336) | > loss_kl: 1.7776635885238647 (1.9275679221520057) | > loss_feat: 11.519369125366211 (7.092727367694561) | > loss_mel: 22.595129013061523 (20.202055821051964) | > loss_duration: 2.294562816619873 (2.2772427797317505) | > loss_1: 40.56223678588867 (34.054037680992714) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022792724462655876 (-0.00014335375565748942) | > avg_loss_disc: 2.2763444231106686 (+0.07889733406213706) | > avg_loss_disc_real_0: 0.12461069312233192 (+0.012773390142963484) | > avg_loss_disc_real_1: 0.18618803528638986 (-0.026215721781437218) | > avg_loss_disc_real_2: 0.2064436785876751 (-0.06157782014745933) | > avg_loss_disc_real_3: 0.25392464949534493 (-0.03501790532698995) | > avg_loss_disc_real_4: 0.24129078365289247 (-0.012685774037471231) | > avg_loss_disc_real_5: 0.2544166623399808 (-0.004165654572156785) | > avg_loss_0: 2.2763444231106686 (+0.07889733406213706) | > avg_loss_gen: 2.55444363447336 (-0.517478154255794) | > avg_loss_kl: 1.9275679221520057 (+0.042152560674227235) | > avg_loss_feat: 7.092727367694561 (-0.3896734347710247) | > avg_loss_mel: 20.202055821051964 (-0.3481196990379942) | > avg_loss_duration: 2.2772427797317505 (+0.021250293805048948) | > avg_loss_1: 34.054037680992714 (-1.191868341886078)  > EPOCH: 70/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:01:04)   --> TIME: 2024-06-10 18:01:14 -- STEP: 24/330 -- GLOBAL_STEP: 111125 | > loss_disc: 2.208930492401123 (2.275631427764892) | > loss_disc_real_0: 0.14416144788265228 (0.11117778718471527) | > loss_disc_real_1: 0.2368040382862091 (0.2013206146657467) | > loss_disc_real_2: 0.23547005653381348 (0.21818586314717928) | > loss_disc_real_3: 0.21267275512218475 (0.22104122986396155) | > loss_disc_real_4: 0.2115669697523117 (0.21887216779092947) | > loss_disc_real_5: 0.2035907357931137 (0.21905517391860485) | > loss_0: 2.208930492401123 (2.275631427764892) | > grad_norm_0: tensor(19.0372, device='cuda:0') (tensor(11.8023, device='cuda:0')) | > loss_gen: 2.7018532752990723 (2.547339498996734) | > loss_kl: 1.5656304359436035 (1.5898691763480504) | > loss_feat: 7.246951103210449 (6.934533059597015) | > loss_mel: 19.77381706237793 (20.42814715703328) | > loss_duration: 2.094470977783203 (2.2031155625979104) | > loss_1: 33.382720947265625 (33.70300404230754) | > grad_norm_1: tensor(234.9060, device='cuda:0') (tensor(165.1557, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3515 (0.34073299169540405) | > loader_time: 0.004 (0.0030815998713175454)  --> TIME: 2024-06-10 18:01:22 -- STEP: 49/330 -- GLOBAL_STEP: 111150 | > loss_disc: 2.067603349685669 (2.24452305813225) | > loss_disc_real_0: 0.09888662397861481 (0.11206443501370293) | > loss_disc_real_1: 0.15918463468551636 (0.20012825666641704) | > loss_disc_real_2: 0.19173462688922882 (0.21595719000514674) | > loss_disc_real_3: 0.1845582276582718 (0.21852573782813792) | > loss_disc_real_4: 0.15477797389030457 (0.21245716177687354) | > loss_disc_real_5: 0.14554062485694885 (0.21162858362100562) | > loss_0: 2.067603349685669 (2.24452305813225) | > grad_norm_0: tensor(30.4242, device='cuda:0') (tensor(14.8543, device='cuda:0')) | > loss_gen: 2.7511725425720215 (2.6084575263821344) | > loss_kl: 1.450631022453308 (1.5714908230061433) | > loss_feat: 8.057024955749512 (7.203587940761021) | > loss_mel: 20.143299102783203 (20.534130641392295) | > loss_duration: 2.031771659851074 (2.1425203206587797) | > loss_1: 34.43389892578125 (34.06018728139449) | > grad_norm_1: tensor(352.1943, device='cuda:0') (tensor(197.2483, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3452 (0.3451340247173699) | > loader_time: 0.0039 (0.0033336999465008173)  --> TIME: 2024-06-10 18:01:31 -- STEP: 74/330 -- GLOBAL_STEP: 111175 | > loss_disc: 2.141496181488037 (2.2426868709358008) | > loss_disc_real_0: 0.11358951032161713 (0.11384667003074207) | > loss_disc_real_1: 0.16118192672729492 (0.19975422987261335) | > loss_disc_real_2: 0.20850197970867157 (0.21593412092408615) | > loss_disc_real_3: 0.18481934070587158 (0.21834139405070124) | > loss_disc_real_4: 0.1874626725912094 (0.21290514356381185) | > loss_disc_real_5: 0.17768149077892303 (0.21250917379920548) | > loss_0: 2.141496181488037 (2.2426868709358008) | > grad_norm_0: tensor(9.3170, device='cuda:0') (tensor(14.3345, device='cuda:0')) | > loss_gen: 2.612372398376465 (2.622759409852929) | > loss_kl: 1.6373580694198608 (1.58253045823123) | > loss_feat: 7.623757362365723 (7.257337583077921) | > loss_mel: 21.281326293945312 (20.543884148468837) | > loss_duration: 2.0040369033813477 (2.117893011183351) | > loss_1: 35.158851623535156 (34.124404649476745) | > grad_norm_1: tensor(248.4468, device='cuda:0') (tensor(191.2775, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3526 (0.3478279951456431) | > loader_time: 0.0042 (0.003394439413740828)  --> TIME: 2024-06-10 18:01:41 -- STEP: 99/330 -- GLOBAL_STEP: 111200 | > loss_disc: 2.1762137413024902 (2.233611822128294) | > loss_disc_real_0: 0.1368464082479477 (0.11576257367627789) | > loss_disc_real_1: 0.23379775881767273 (0.2018154233393043) | > loss_disc_real_2: 0.25890618562698364 (0.21585910383499027) | > loss_disc_real_3: 0.23000787198543549 (0.21596739042286922) | > loss_disc_real_4: 0.20355138182640076 (0.2087561691349203) | > loss_disc_real_5: 0.21788126230239868 (0.2078364554679755) | > loss_0: 2.1762137413024902 (2.233611822128294) | > grad_norm_0: tensor(18.7112, device='cuda:0') (tensor(13.8143, device='cuda:0')) | > loss_gen: 2.757758617401123 (2.6442100158845525) | > loss_kl: 1.5758540630340576 (1.592552029725277) | > loss_feat: 7.244111061096191 (7.3358636865712175) | > loss_mel: 20.668136596679688 (20.532588130295885) | > loss_duration: 2.0841829776763916 (2.1101964254571945) | > loss_1: 34.33004379272461 (34.215410348140836) | > grad_norm_1: tensor(142.0677, device='cuda:0') (tensor(189.3943, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3583 (0.3499005948654329) | > loader_time: 0.0035 (0.003492020597361555)  --> TIME: 2024-06-10 18:01:50 -- STEP: 124/330 -- GLOBAL_STEP: 111225 | > loss_disc: 2.2200279235839844 (2.2300222939060563) | > loss_disc_real_0: 0.08547571301460266 (0.11491435718151831) | > loss_disc_real_1: 0.1752399057149887 (0.20133527091914608) | > loss_disc_real_2: 0.21096064150333405 (0.21533604242628618) | > loss_disc_real_3: 0.18692068755626678 (0.21565568134669336) | > loss_disc_real_4: 0.20286767184734344 (0.20810822589743522) | > loss_disc_real_5: 0.1753988415002823 (0.20628010938244482) | > loss_0: 2.2200279235839844 (2.2300222939060563) | > grad_norm_0: tensor(9.3373, device='cuda:0') (tensor(13.2755, device='cuda:0')) | > loss_gen: 2.804316759109497 (2.6502186463725175) | > loss_kl: 1.4857301712036133 (1.58652265898643) | > loss_feat: 7.430222988128662 (7.3486849300323) | > loss_mel: 20.26409339904785 (20.58563269338301) | > loss_duration: 2.0916152000427246 (2.107856507262877) | > loss_1: 34.07597732543945 (34.278915420655295) | > grad_norm_1: tensor(71.4036, device='cuda:0') (tensor(177.1143, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.361 (0.35076246915325043) | > loader_time: 0.0038 (0.0035665150611631333)  --> TIME: 2024-06-10 18:01:59 -- STEP: 149/330 -- GLOBAL_STEP: 111250 | > loss_disc: 2.3350212574005127 (2.236298420285217) | > loss_disc_real_0: 0.15293937921524048 (0.11628174686791913) | > loss_disc_real_1: 0.19778543710708618 (0.20143759990698534) | > loss_disc_real_2: 0.2461288571357727 (0.214900343710144) | > loss_disc_real_3: 0.2428559958934784 (0.21652321317451922) | > loss_disc_real_4: 0.21850690245628357 (0.20909388243352006) | > loss_disc_real_5: 0.21707239747047424 (0.20762784119020375) | > loss_0: 2.3350212574005127 (2.236298420285217) | > grad_norm_0: tensor(42.1200, device='cuda:0') (tensor(14.6360, device='cuda:0')) | > loss_gen: 2.6296279430389404 (2.6484240125489706) | > loss_kl: 1.6295857429504395 (1.5864925344518368) | > loss_feat: 6.7103166580200195 (7.347490115453733) | > loss_mel: 20.783344268798828 (20.57599156014872) | > loss_duration: 2.122734785079956 (2.108369533647628) | > loss_1: 33.8756103515625 (34.26676780905501) | > grad_norm_1: tensor(239.5562, device='cuda:0') (tensor(193.2617, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3713 (0.3526872292461012) | > loader_time: 0.004 (0.0036643095464514407)  --> TIME: 2024-06-10 18:02:08 -- STEP: 174/330 -- GLOBAL_STEP: 111275 | > loss_disc: 2.459508180618286 (2.243213454882302) | > loss_disc_real_0: 0.09377379715442657 (0.11572733859734974) | > loss_disc_real_1: 0.1996476799249649 (0.20134011634636195) | > loss_disc_real_2: 0.18920300900936127 (0.2151662285985617) | > loss_disc_real_3: 0.24699468910694122 (0.218025657637366) | > loss_disc_real_4: 0.26625877618789673 (0.21100532109367437) | > loss_disc_real_5: 0.24237163364887238 (0.20949035360552806) | > loss_0: 2.459508180618286 (2.243213454882302) | > grad_norm_0: tensor(16.5113, device='cuda:0') (tensor(16.8888, device='cuda:0')) | > loss_gen: 2.510512113571167 (2.6532976586243193) | > loss_kl: 1.5876762866973877 (1.5829118394303592) | > loss_feat: 7.0079264640808105 (7.344567161866988) | > loss_mel: 19.962554931640625 (20.546880338383822) | > loss_duration: 2.1855127811431885 (2.110333843477842) | > loss_1: 33.25418472290039 (34.237990927422196) | > grad_norm_1: tensor(173.2217, device='cuda:0') (tensor(211.8081, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3654 (0.35542602100591564) | > loader_time: 0.0053 (0.003779294847071856)  --> TIME: 2024-06-10 18:02:18 -- STEP: 199/330 -- GLOBAL_STEP: 111300 | > loss_disc: 1.9567906856536865 (2.2398979927427187) | > loss_disc_real_0: 0.07147994637489319 (0.11369962808699464) | > loss_disc_real_1: 0.23297010362148285 (0.20185486227273938) | > loss_disc_real_2: 0.20467452704906464 (0.2156409024443458) | > loss_disc_real_3: 0.19183219969272614 (0.21839023939329183) | > loss_disc_real_4: 0.18145751953125 (0.21028006937935126) | > loss_disc_real_5: 0.21867725253105164 (0.20956515277450416) | > loss_0: 1.9567906856536865 (2.2398979927427187) | > grad_norm_0: tensor(11.7687, device='cuda:0') (tensor(18.0483, device='cuda:0')) | > loss_gen: 2.8965342044830322 (2.667809516341242) | > loss_kl: 1.5014550685882568 (1.5841281210357816) | > loss_feat: 7.756662368774414 (7.388576627376691) | > loss_mel: 20.22890853881836 (20.547625719003346) | > loss_duration: 2.2257461547851562 (2.1155606316561677) | > loss_1: 34.60930633544922 (34.30370066273751) | > grad_norm_1: tensor(280.0476, device='cuda:0') (tensor(211.1747, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3898 (0.3585452422424778) | > loader_time: 0.0045 (0.003894554310707591)  --> TIME: 2024-06-10 18:02:28 -- STEP: 224/330 -- GLOBAL_STEP: 111325 | > loss_disc: 2.231444835662842 (2.235414134072403) | > loss_disc_real_0: 0.09256395697593689 (0.11251555369900805) | > loss_disc_real_1: 0.20340801775455475 (0.2010369213364486) | > loss_disc_real_2: 0.23901532590389252 (0.21520020579919213) | > loss_disc_real_3: 0.2293146848678589 (0.21845111357314254) | > loss_disc_real_4: 0.19419357180595398 (0.21026271867698856) | > loss_disc_real_5: 0.2537183165550232 (0.20957592661891672) | > loss_0: 2.231444835662842 (2.235414134072403) | > grad_norm_0: tensor(28.5185, device='cuda:0') (tensor(19.0078, device='cuda:0')) | > loss_gen: 2.759251832962036 (2.6843107214995783) | > loss_kl: 1.6519559621810913 (1.585788458585739) | > loss_feat: 7.643781661987305 (7.437503295285361) | > loss_mel: 19.836780548095703 (20.5014517733029) | > loss_duration: 2.2208468914031982 (2.120925216270345) | > loss_1: 34.11261749267578 (34.32997948782783) | > grad_norm_1: tensor(467.2368, device='cuda:0') (tensor(223.5424, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3871 (0.36231072672775827) | > loader_time: 0.0054 (0.004038407334259577)  --> TIME: 2024-06-10 18:02:39 -- STEP: 249/330 -- GLOBAL_STEP: 111350 | > loss_disc: 2.199820041656494 (2.2305387737281794) | > loss_disc_real_0: 0.12410024553537369 (0.11233511743655646) | > loss_disc_real_1: 0.20175351202487946 (0.20140875705394398) | > loss_disc_real_2: 0.19226892292499542 (0.21408580435088356) | > loss_disc_real_3: 0.2273797243833542 (0.21813189720054235) | > loss_disc_real_4: 0.27876004576683044 (0.21112083317524938) | > loss_disc_real_5: 0.2766946256160736 (0.20923586195731264) | > loss_0: 2.199820041656494 (2.2305387737281794) | > grad_norm_0: tensor(11.1108, device='cuda:0') (tensor(19.2761, device='cuda:0')) | > loss_gen: 2.973609447479248 (2.689394743088258) | > loss_kl: 1.557102084159851 (1.5798280847120474) | > loss_feat: 7.176207065582275 (7.452469879364871) | > loss_mel: 19.838193893432617 (20.475727525580844) | > loss_duration: 2.1757309436798096 (2.127305330042858) | > loss_1: 33.72084426879883 (34.32472553789375) | > grad_norm_1: tensor(105.4972, device='cuda:0') (tensor(237.0678, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.3975 (0.36765366768741237) | > loader_time: 0.006 (0.0041881842785570994)  --> TIME: 2024-06-10 18:02:49 -- STEP: 274/330 -- GLOBAL_STEP: 111375 | > loss_disc: 2.3382937908172607 (2.231391001356776) | > loss_disc_real_0: 0.1469849944114685 (0.11292521818710939) | > loss_disc_real_1: 0.19048286974430084 (0.2023368401412111) | > loss_disc_real_2: 0.24529048800468445 (0.21461475031436789) | > loss_disc_real_3: 0.22825586795806885 (0.21805497519943842) | > loss_disc_real_4: 0.20887000858783722 (0.21103378107948026) | > loss_disc_real_5: 0.1871996372938156 (0.20862254935459504) | > loss_0: 2.3382937908172607 (2.231391001356776) | > grad_norm_0: tensor(43.0054, device='cuda:0') (tensor(19.5839, device='cuda:0')) | > loss_gen: 2.4532644748687744 (2.689129175060856) | > loss_kl: 1.7318533658981323 (1.5795063106683047) | > loss_feat: 7.870617866516113 (7.464655468933775) | > loss_mel: 19.524396896362305 (20.439546292715704) | > loss_duration: 2.2016124725341797 (2.1339080364164644) | > loss_1: 33.78174591064453 (34.30674527857424) | > grad_norm_1: tensor(497.1446, device='cuda:0') (tensor(244.8477, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.4336 (0.3727978145989189) | > loader_time: 0.0057 (0.004311808704459753)  --> TIME: 2024-06-10 18:03:01 -- STEP: 299/330 -- GLOBAL_STEP: 111400 | > loss_disc: 2.144782066345215 (2.2307093410587604) | > loss_disc_real_0: 0.11163805425167084 (0.11368764742561009) | > loss_disc_real_1: 0.18244686722755432 (0.20228794772788428) | > loss_disc_real_2: 0.19065192341804504 (0.21447131521127694) | > loss_disc_real_3: 0.22018219530582428 (0.2175611668207175) | > loss_disc_real_4: 0.1917313039302826 (0.21081876116851497) | > loss_disc_real_5: 0.20904870331287384 (0.208242174723874) | > loss_0: 2.144782066345215 (2.2307093410587604) | > grad_norm_0: tensor(20.2266, device='cuda:0') (tensor(19.8367, device='cuda:0')) | > loss_gen: 2.660245418548584 (2.6876443636457252) | > loss_kl: 1.5459418296813965 (1.5763010966737934) | > loss_feat: 8.031071662902832 (7.472591503806736) | > loss_mel: 21.30244255065918 (20.401867085077303) | > loss_duration: 2.3062193393707275 (2.142943153811938) | > loss_1: 35.84592056274414 (34.28134717909388) | > grad_norm_1: tensor(118.7899, device='cuda:0') (tensor(248.1010, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.4605 (0.3790643526160199) | > loader_time: 0.0067 (0.004464266690920825)  --> TIME: 2024-06-10 18:03:14 -- STEP: 324/330 -- GLOBAL_STEP: 111425 | > loss_disc: 2.1432533264160156 (2.2355616412780877) | > loss_disc_real_0: 0.12966154515743256 (0.11502414732527586) | > loss_disc_real_1: 0.20991778373718262 (0.20316905797355697) | > loss_disc_real_2: 0.17337046563625336 (0.21433307731777063) | > loss_disc_real_3: 0.18686974048614502 (0.2179644636257931) | > loss_disc_real_4: 0.17989037930965424 (0.2110233499588054) | > loss_disc_real_5: 0.2041321098804474 (0.20862940528694504) | > loss_0: 2.1432533264160156 (2.2355616412780877) | > grad_norm_0: tensor(21.5915, device='cuda:0') (tensor(20.0896, device='cuda:0')) | > loss_gen: 2.572113037109375 (2.685221921514581) | > loss_kl: 1.6986242532730103 (1.581002692013611) | > loss_feat: 10.27216911315918 (7.529876866458375) | > loss_mel: 20.42774200439453 (20.383415033787866) | > loss_duration: 2.320704936981201 (2.156149067628532) | > loss_1: 37.29135513305664 (34.33566559096911) | > grad_norm_1: tensor(259.7680, device='cuda:0') (tensor(250.5338, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.6045 (0.3903445807504065) | > loader_time: 0.0088 (0.004694357330416455)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.306277275085449 (2.306277275085449) | > loss_disc_real_0: 0.06354798376560211 (0.06354798376560211) | > loss_disc_real_1: 0.21191228926181793 (0.21191228926181793) | > loss_disc_real_2: 0.2557962238788605 (0.2557962238788605) | > loss_disc_real_3: 0.2295845001935959 (0.2295845001935959) | > loss_disc_real_4: 0.1935754418373108 (0.1935754418373108) | > loss_disc_real_5: 0.22624452412128448 (0.22624452412128448) | > loss_0: 2.306277275085449 (2.306277275085449) | > loss_gen: 2.340683937072754 (2.340683937072754) | > loss_kl: 1.4152064323425293 (1.4152064323425293) | > loss_feat: 6.803761005401611 (6.803761005401611) | > loss_mel: 20.21441078186035 (20.21441078186035) | > loss_duration: 2.7224230766296387 (2.7224230766296387) | > loss_1: 33.49648666381836 (33.49648666381836)  --> STEP: 1 | > loss_disc: 2.3412230014801025 (2.3412230014801025) | > loss_disc_real_0: 0.04359597712755203 (0.04359597712755203) | > loss_disc_real_1: 0.14507922530174255 (0.14507922530174255) | > loss_disc_real_2: 0.21972431242465973 (0.21972431242465973) | > loss_disc_real_3: 0.2533998489379883 (0.2533998489379883) | > loss_disc_real_4: 0.23324105143547058 (0.23324105143547058) | > loss_disc_real_5: 0.20879408717155457 (0.20879408717155457) | > loss_0: 2.3412230014801025 (2.3412230014801025) | > loss_gen: 2.0833740234375 (2.0833740234375) | > loss_kl: 1.3463977575302124 (1.3463977575302124) | > loss_feat: 5.249945640563965 (5.249945640563965) | > loss_mel: 20.428613662719727 (20.428613662719727) | > loss_duration: 2.3550634384155273 (2.3550634384155273) | > loss_1: 31.463394165039062 (31.463394165039062)  --> STEP: 2 | > loss_disc: 2.3862271308898926 (2.3637250661849976) | > loss_disc_real_0: 0.06711103767156601 (0.05535350739955902) | > loss_disc_real_1: 0.1824832260608673 (0.16378122568130493) | > loss_disc_real_2: 0.238996684551239 (0.22936049848794937) | > loss_disc_real_3: 0.32731330394744873 (0.2903565764427185) | > loss_disc_real_4: 0.3609749972820282 (0.2971080243587494) | > loss_disc_real_5: 0.28245317935943604 (0.2456236332654953) | > loss_0: 2.3862271308898926 (2.3637250661849976) | > loss_gen: 2.6845719814300537 (2.383973002433777) | > loss_kl: 1.4997153282165527 (1.4230565428733826) | > loss_feat: 6.050318717956543 (5.650132179260254) | > loss_mel: 21.715499877929688 (21.072056770324707) | > loss_duration: 2.3980460166931152 (2.3765547275543213) | > loss_1: 34.34815216064453 (32.9057731628418)  --> STEP: 3 | > loss_disc: 1.9772485494613647 (2.234899560610453) | > loss_disc_real_0: 0.09523546695709229 (0.06864749391873677) | > loss_disc_real_1: 0.13293159008026123 (0.15349801381429037) | > loss_disc_real_2: 0.1634146124124527 (0.2073785364627838) | > loss_disc_real_3: 0.21570460498332977 (0.2654725859562556) | > loss_disc_real_4: 0.23590756952762604 (0.27670787274837494) | > loss_disc_real_5: 0.2088451385498047 (0.23336413502693176) | > loss_0: 1.9772485494613647 (2.234899560610453) | > loss_gen: 2.722367525100708 (2.4967711766560874) | > loss_kl: 2.1068766117095947 (1.6509965658187866) | > loss_feat: 8.058732032775879 (6.452998797098796) | > loss_mel: 23.398365020751953 (21.847492853800457) | > loss_duration: 2.1161038875579834 (2.2897377808888755) | > loss_1: 38.402442932128906 (34.737996419270836)  --> STEP: 4 | > loss_disc: 2.3528707027435303 (2.2643923461437225) | > loss_disc_real_0: 0.044734612107276917 (0.06266927346587181) | > loss_disc_real_1: 0.17796801030635834 (0.15961551293730736) | > loss_disc_real_2: 0.20308372378349304 (0.20630483329296112) | > loss_disc_real_3: 0.2523942291736603 (0.26220299676060677) | > loss_disc_real_4: 0.262188196182251 (0.27307795360684395) | > loss_disc_real_5: 0.23938322067260742 (0.23486890643835068) | > loss_0: 2.3528707027435303 (2.2643923461437225) | > loss_gen: 2.208955764770508 (2.4248173236846924) | > loss_kl: 1.93659245967865 (1.7223955392837524) | > loss_feat: 5.881297588348389 (6.310073494911194) | > loss_mel: 21.23262596130371 (21.69377613067627) | > loss_duration: 2.203484535217285 (2.268174469470978) | > loss_1: 33.462955474853516 (34.419236183166504)  --> STEP: 5 | > loss_disc: 2.176377534866333 (2.2467893838882445) | > loss_disc_real_0: 0.08930105715990067 (0.06799563020467758) | > loss_disc_real_1: 0.28513315320014954 (0.1847190409898758) | > loss_disc_real_2: 0.2471303790807724 (0.21446994245052337) | > loss_disc_real_3: 0.26634976267814636 (0.2630323499441147) | > loss_disc_real_4: 0.22531422972679138 (0.2635252088308334) | > loss_disc_real_5: 0.14748767018318176 (0.2173926591873169) | > loss_0: 2.176377534866333 (2.2467893838882445) | > loss_gen: 2.773651599884033 (2.4945841789245606) | > loss_kl: 1.9491236209869385 (1.7677411556243896) | > loss_feat: 6.481837272644043 (6.344426250457763) | > loss_mel: 19.99551773071289 (21.354124450683592) | > loss_duration: 2.325789213180542 (2.2796974182128906) | > loss_1: 33.52592086791992 (34.24057312011719)  --> STEP: 6 | > loss_disc: 2.3061814308166504 (2.2566880583763123) | > loss_disc_real_0: 0.11611896753311157 (0.07601618642608325) | > loss_disc_real_1: 0.20967094600200653 (0.18887769182523093) | > loss_disc_real_2: 0.25283530354499817 (0.2208641692996025) | > loss_disc_real_3: 0.2685016095638275 (0.2639438932140668) | > loss_disc_real_4: 0.3528743386268616 (0.2784167304635048) | > loss_disc_real_5: 0.2608470618724823 (0.22463505963484445) | > loss_0: 2.3061814308166504 (2.2566880583763123) | > loss_gen: 2.6338534355163574 (2.51779572168986) | > loss_kl: 1.9477483034133911 (1.7977423469225566) | > loss_feat: 6.162934303283691 (6.314177592595418) | > loss_mel: 22.2952938079834 (21.510986010233562) | > loss_duration: 2.1197617053985596 (2.253041466077169) | > loss_1: 35.15959167480469 (34.39374287923177)  --> STEP: 7 | > loss_disc: 2.3472647666931152 (2.2696275881358554) | > loss_disc_real_0: 0.11505094915628433 (0.08159258110182625) | > loss_disc_real_1: 0.24310636520385742 (0.1966246451650347) | > loss_disc_real_2: 0.2311071902513504 (0.22232745800699508) | > loss_disc_real_3: 0.2758864164352417 (0.26564996795994894) | > loss_disc_real_4: 0.2930963933467865 (0.28051382516111645) | > loss_disc_real_5: 0.22965341806411743 (0.22535196798188345) | > loss_0: 2.3472647666931152 (2.2696275881358554) | > loss_gen: 2.555790901184082 (2.5232236044747487) | > loss_kl: 2.0183138847351074 (1.8292525666100639) | > loss_feat: 5.185070037841797 (6.152876513344901) | > loss_mel: 18.35564422607422 (21.0602228982108) | > loss_duration: 2.3517003059387207 (2.2671355860573903) | > loss_1: 30.46651840209961 (33.83271081107004)  --> STEP: 8 | > loss_disc: 2.4645371437072754 (2.293991282582283) | > loss_disc_real_0: 0.11021031439304352 (0.08516979776322842) | > loss_disc_real_1: 0.23991459608078003 (0.20203588902950287) | > loss_disc_real_2: 0.15515823662281036 (0.21393130533397198) | > loss_disc_real_3: 0.18337537348270416 (0.25536564365029335) | > loss_disc_real_4: 0.18178623914718628 (0.2681728769093752) | > loss_disc_real_5: 0.17597009241580963 (0.21917923353612423) | > loss_0: 2.4645371437072754 (2.293991282582283) | > loss_gen: 1.9476877450942993 (2.4512816220521927) | > loss_kl: 2.3245904445648193 (1.8911698013544083) | > loss_feat: 8.128792762756348 (6.399866044521332) | > loss_mel: 19.94980239868164 (20.921420335769653) | > loss_duration: 2.11328125 (2.2479037940502167) | > loss_1: 34.46415710449219 (33.9116415977478)  --> STEP: 9 | > loss_disc: 2.328721523284912 (2.2978501982159085) | > loss_disc_real_0: 0.10962779074907303 (0.08788735253943337) | > loss_disc_real_1: 0.08988423645496368 (0.1895745942989985) | > loss_disc_real_2: 0.16597113013267517 (0.20860239697827232) | > loss_disc_real_3: 0.27048516273498535 (0.25704559021525913) | > loss_disc_real_4: 0.19012737274169922 (0.2595011542240779) | > loss_disc_real_5: 0.1888957917690277 (0.2158144066731135) | > loss_0: 2.328721523284912 (2.2978501982159085) | > loss_gen: 2.119011402130127 (2.4143627087275186) | > loss_kl: 1.7457832098007202 (1.8750157356262207) | > loss_feat: 8.116244316101074 (6.590574741363525) | > loss_mel: 23.21828842163086 (21.17662790086534) | > loss_duration: 2.0906262397766113 (2.2304285102420383) | > loss_1: 37.28995132446289 (34.28700934516059)  --> STEP: 10 | > loss_disc: 2.261070728302002 (2.2941722512245177) | > loss_disc_real_0: 0.05653350055217743 (0.08475196734070778) | > loss_disc_real_1: 0.20633812248706818 (0.1912509471178055) | > loss_disc_real_2: 0.22760598361492157 (0.21050275564193727) | > loss_disc_real_3: 0.1832658052444458 (0.2496676117181778) | > loss_disc_real_4: 0.1648411899805069 (0.25003515779972074) | > loss_disc_real_5: 0.13905496895313263 (0.20813846290111543) | > loss_0: 2.261070728302002 (2.2941722512245177) | > loss_gen: 2.118962287902832 (2.38482266664505) | > loss_kl: 1.4614129066467285 (1.8336554527282716) | > loss_feat: 7.061324596405029 (6.637649726867676) | > loss_mel: 21.222431182861328 (21.181208229064943) | > loss_duration: 2.201404571533203 (2.2275261163711546) | > loss_1: 34.06553649902344 (34.264862060546875)  --> STEP: 11 | > loss_disc: 2.1905620098114014 (2.28475313836878) | > loss_disc_real_0: 0.1412818729877472 (0.08989104967225682) | > loss_disc_real_1: 0.12644906342029572 (0.18535986678166824) | > loss_disc_real_2: 0.18092814087867737 (0.20781415429982272) | > loss_disc_real_3: 0.2090705931186676 (0.24597697366367688) | > loss_disc_real_4: 0.1833200454711914 (0.24397014758803628) | > loss_disc_real_5: 0.18268460035324097 (0.20582447539676318) | > loss_0: 2.1905620098114014 (2.28475313836878) | > loss_gen: 2.2646257877349854 (2.373895677653226) | > loss_kl: 2.694899797439575 (1.9119503931565718) | > loss_feat: 7.301637649536133 (6.698012265292081) | > loss_mel: 20.282058715820312 (21.09946736422452) | > loss_duration: 2.4070448875427246 (2.2438460046594795) | > loss_1: 34.95026397705078 (34.327171325683594)  --> STEP: 12 | > loss_disc: 2.434471607208252 (2.297229677438736) | > loss_disc_real_0: 0.05266338586807251 (0.08678874435524146) | > loss_disc_real_1: 0.23243826627731323 (0.18928306673963866) | > loss_disc_real_2: 0.22186410427093506 (0.2089849834640821) | > loss_disc_real_3: 0.24725931882858276 (0.24608383576075235) | > loss_disc_real_4: 0.210800901055336 (0.24120604371031126) | > loss_disc_real_5: 0.20039263367652893 (0.205371821920077) | > loss_0: 2.434471607208252 (2.297229677438736) | > loss_gen: 2.114309072494507 (2.352263460556666) | > loss_kl: 2.118797540664673 (1.9291876554489136) | > loss_feat: 6.694491386413574 (6.697718858718872) | > loss_mel: 20.50530433654785 (21.049953778584797) | > loss_duration: 2.1802778244018555 (2.2385486563046775) | > loss_1: 33.61317825317383 (34.26767190297445)  --> STEP: 13 | > loss_disc: 2.3308773040771484 (2.2998179564109216) | > loss_disc_real_0: 0.11700072139501572 (0.08911274258907025) | > loss_disc_real_1: 0.22763420641422272 (0.19223315440691435) | > loss_disc_real_2: 0.2157987654209137 (0.2095091205376845) | > loss_disc_real_3: 0.3001789152622223 (0.2502449957224039) | > loss_disc_real_4: 0.20211881399154663 (0.23819933373194474) | > loss_disc_real_5: 0.19735297560691833 (0.20475498758829558) | > loss_0: 2.3308773040771484 (2.2998179564109216) | > loss_gen: 2.372067928314209 (2.3537868811534) | > loss_kl: 1.7416802644729614 (1.914764009989225) | > loss_feat: 5.851406097412109 (6.63261787707989) | > loss_mel: 17.792951583862305 (20.79941514822153) | > loss_duration: 2.078183174133301 (2.2262128499838023) | > loss_1: 29.836288452148438 (33.926796252910904)  --> STEP: 14 | > loss_disc: 2.3188159465789795 (2.30117495570864) | > loss_disc_real_0: 0.04954700171947479 (0.086286618241242) | > loss_disc_real_1: 0.23440422117710114 (0.1952453734619277) | > loss_disc_real_2: 0.260730117559433 (0.21316776318209513) | > loss_disc_real_3: 0.31550267338752747 (0.25490625841276987) | > loss_disc_real_4: 0.28454965353012085 (0.2415100708603859) | > loss_disc_real_5: 0.26141178607940674 (0.2088019017662321) | > loss_0: 2.3188159465789795 (2.30117495570864) | > loss_gen: 2.5614137649536133 (2.3686173728534152) | > loss_kl: 1.9718021154403687 (1.9188381603785925) | > loss_feat: 6.728544235229492 (6.639469759804862) | > loss_mel: 21.899993896484375 (20.87802791595459) | > loss_duration: 2.3639838695526123 (2.23605363709586) | > loss_1: 35.52573776245117 (34.04100636073521)  --> STEP: 15 | > loss_disc: 2.0204834938049316 (2.2824621915817263) | > loss_disc_real_0: 0.10759063065052032 (0.08770688573519389) | > loss_disc_real_1: 0.18012823164463043 (0.19423756400744122) | > loss_disc_real_2: 0.14876963198184967 (0.20887455443541209) | > loss_disc_real_3: 0.16614064574241638 (0.24898855090141297) | > loss_disc_real_4: 0.18090032041072845 (0.23746942083040873) | > loss_disc_real_5: 0.16257302463054657 (0.20571997662385305) | > loss_0: 2.0204834938049316 (2.2824621915817263) | > loss_gen: 2.4495859146118164 (2.374015275637309) | > loss_kl: 2.414881467819214 (1.951907714207967) | > loss_feat: 9.772961616516113 (6.848369216918945) | > loss_mel: 23.277851104736328 (21.03801612854004) | > loss_duration: 2.224489688873291 (2.2352827072143553) | > loss_1: 40.1397705078125 (34.44759063720703)  --> STEP: 16 | > loss_disc: 2.3309850692749023 (2.2854948714375496) | > loss_disc_real_0: 0.13456298410892487 (0.09063539188355207) | > loss_disc_real_1: 0.15725769102573395 (0.1919263219460845) | > loss_disc_real_2: 0.16919656097888947 (0.20639467984437943) | > loss_disc_real_3: 0.2107076793909073 (0.24659599643200636) | > loss_disc_real_4: 0.2114371955394745 (0.23584240674972534) | > loss_disc_real_5: 0.18294622004032135 (0.20429661683738232) | > loss_0: 2.3309850692749023 (2.2854948714375496) | > loss_gen: 2.2719478607177734 (2.367636062204838) | > loss_kl: 1.7493360042572021 (1.9392469823360443) | > loss_feat: 8.820124626159668 (6.9716039299964905) | > loss_mel: 21.118736267089844 (21.043061137199402) | > loss_duration: 2.3001928329467773 (2.239339590072632) | > loss_1: 36.260337829589844 (34.56088733673096)  --> STEP: 17 | > loss_disc: 2.575382947921753 (2.302547111230738) | > loss_disc_real_0: 0.14306434988975525 (0.09371944823685814) | > loss_disc_real_1: 0.23062027990818024 (0.19420243712032542) | > loss_disc_real_2: 0.2630822956562042 (0.20972924548036911) | > loss_disc_real_3: 0.23674018681049347 (0.24601624292485855) | > loss_disc_real_4: 0.2073369175195694 (0.2341656132655985) | > loss_disc_real_5: 0.15645286440849304 (0.20148227845921235) | > loss_0: 2.575382947921753 (2.302547111230738) | > loss_gen: 1.964247703552246 (2.3439073352252735) | > loss_kl: 1.7969400882720947 (1.9308759885675766) | > loss_feat: 6.60233736038208 (6.949882367077996) | > loss_mel: 20.251617431640625 (20.99650562510771) | > loss_duration: 2.3756964206695557 (2.247360580107745) | > loss_1: 32.990840911865234 (34.46853166468003)  --> STEP: 18 | > loss_disc: 2.1194770336151123 (2.292376551363203) | > loss_disc_real_0: 0.07524345815181732 (0.09269300434324476) | > loss_disc_real_1: 0.12253495305776596 (0.190220910227961) | > loss_disc_real_2: 0.15039142966270447 (0.20643270015716553) | > loss_disc_real_3: 0.14486809074878693 (0.240396901137299) | > loss_disc_real_4: 0.17880481481552124 (0.23109001335170534) | > loss_disc_real_5: 0.08311163634061813 (0.19490613167484602) | > loss_0: 2.1194770336151123 (2.292376551363203) | > loss_gen: 2.2893550395965576 (2.3408766521347895) | > loss_kl: 1.9951810836791992 (1.9344484938515558) | > loss_feat: 10.016475677490234 (7.120248662100898) | > loss_mel: 19.945180892944336 (20.938098695543076) | > loss_duration: 2.2095394134521484 (2.245259404182434) | > loss_1: 36.45573425292969 (34.57893180847168)  --> STEP: 19 | > loss_disc: 2.4921655654907227 (2.3028917626330725) | > loss_disc_real_0: 0.06421469151973724 (0.09119414577358648) | > loss_disc_real_1: 0.20984233915805817 (0.1912536170137556) | > loss_disc_real_2: 0.24526798725128174 (0.20847666263580322) | > loss_disc_real_3: 0.22893261909484863 (0.2397935178719069) | > loss_disc_real_4: 0.29044222831726074 (0.23421381413936615) | > loss_disc_real_5: 0.25265979766845703 (0.1979457983060887) | > loss_0: 2.4921655654907227 (2.3028917626330725) | > loss_gen: 2.228774070739746 (2.3349765162718925) | > loss_kl: 1.4746506214141846 (1.9102486058285362) | > loss_feat: 5.479802131652832 (7.033909371024684) | > loss_mel: 18.5633544921875 (20.813112158524362) | > loss_duration: 2.313011407852173 (2.2488252991124202) | > loss_1: 30.059593200683594 (34.34107188174599)  --> STEP: 20 | > loss_disc: 2.2224676609039307 (2.298870557546615) | > loss_disc_real_0: 0.0828215554356575 (0.09077551625669003) | > loss_disc_real_1: 0.16754847764968872 (0.19006836004555225) | > loss_disc_real_2: 0.18661381304264069 (0.20738352015614508) | > loss_disc_real_3: 0.2356284111738205 (0.23958526253700257) | > loss_disc_real_4: 0.2589555084705353 (0.2354508988559246) | > loss_disc_real_5: 0.2055448740720749 (0.19832575209438802) | > loss_0: 2.2224676609039307 (2.298870557546615) | > loss_gen: 2.2955198287963867 (2.3330036818981172) | > loss_kl: 2.0486977100372314 (1.917171061038971) | > loss_feat: 7.142972469329834 (7.039362525939941) | > loss_mel: 21.359920501708984 (20.840452575683592) | > loss_duration: 2.3051490783691406 (2.2516414880752564) | > loss_1: 35.152259826660156 (34.3816312789917)  --> STEP: 21 | > loss_disc: 2.31666898727417 (2.2997181018193555) | > loss_disc_real_0: 0.1573442816734314 (0.09394545746701104) | > loss_disc_real_1: 0.21917718648910522 (0.1914544946381024) | > loss_disc_real_2: 0.21012818813323975 (0.20751421863124483) | > loss_disc_real_3: 0.272091805934906 (0.24113319317499796) | > loss_disc_real_4: 0.2825409173965454 (0.23769328069119228) | > loss_disc_real_5: 0.2475218027830124 (0.2006684211747987) | > loss_0: 2.31666898727417 (2.2997181018193555) | > loss_gen: 2.757643461227417 (2.3532246237709407) | > loss_kl: 1.9135044813156128 (1.9169964620045252) | > loss_feat: 4.961267471313477 (6.940405618576777) | > loss_mel: 16.513023376464844 (20.63438451857794) | > loss_duration: 2.1271700859069824 (2.2457142784481956) | > loss_1: 28.272607803344727 (34.09072539919899)  --> STEP: 22 | > loss_disc: 2.2068710327148438 (2.295497780496423) | > loss_disc_real_0: 0.13941210508346558 (0.09601212326775897) | > loss_disc_real_1: 0.14036792516708374 (0.1891323778439652) | > loss_disc_real_2: 0.18518692255020142 (0.20649934153665195) | > loss_disc_real_3: 0.18280623853206635 (0.23848196796395563) | > loss_disc_real_4: 0.22130712866783142 (0.2369484555992213) | > loss_disc_real_5: 0.13698644936084747 (0.19777378609234636) | > loss_0: 2.2068710327148438 (2.295497780496423) | > loss_gen: 2.2024996280670166 (2.3463734876025804) | > loss_kl: 1.7388263940811157 (1.9088978225534612) | > loss_feat: 7.028539657592773 (6.944411711259321) | > loss_mel: 17.947887420654297 (20.512271014126863) | > loss_duration: 2.148488759994507 (2.2412949367003008) | > loss_1: 31.066242218017578 (33.953248890963465)  --> STEP: 23 | > loss_disc: 2.1206588745117188 (2.2878960889318707) | > loss_disc_real_0: 0.09065704047679901 (0.0957792935811955) | > loss_disc_real_1: 0.13767829537391663 (0.1868952438235283) | > loss_disc_real_2: 0.1725596934556961 (0.20502370466356692) | > loss_disc_real_3: 0.21867027878761292 (0.23762059017367984) | > loss_disc_real_4: 0.17044471204280853 (0.23405698848807294) | > loss_disc_real_5: 0.1866178661584854 (0.19728874609522198) | > loss_0: 2.1206588745117188 (2.2878960889318707) | > loss_gen: 2.275780439376831 (2.343304224636243) | > loss_kl: 2.024226665496826 (1.913912120072738) | > loss_feat: 9.386871337890625 (7.050605608069378) | > loss_mel: 20.34735870361328 (20.505100913669754) | > loss_duration: 2.2676045894622803 (2.2424388346464736) | > loss_1: 36.301841735839844 (34.0553616233494)  --> STEP: 24 | > loss_disc: 2.250215768814087 (2.2863260755936294) | > loss_disc_real_0: 0.07285001873970032 (0.09482390712946653) | > loss_disc_real_1: 0.14282353222370148 (0.18505892250686884) | > loss_disc_real_2: 0.20916874706745148 (0.20519641476372877) | > loss_disc_real_3: 0.1805659979581833 (0.23524331549803415) | > loss_disc_real_4: 0.19225434958934784 (0.23231521186729273) | > loss_disc_real_5: 0.17130348086357117 (0.19620602671056986) | > loss_0: 2.250215768814087 (2.2863260755936294) | > loss_gen: 2.1314210891723633 (2.3344757606585813) | > loss_kl: 2.0492677688598633 (1.9195519387722015) | > loss_feat: 9.362445831298828 (7.146932284037272) | > loss_mel: 20.806886672973633 (20.517675320307415) | > loss_duration: 2.428509473800659 (2.250191777944565) | > loss_1: 36.77853012084961 (34.168826977411904)  --> STEP: 25 | > loss_disc: 2.4575130939483643 (2.293173556327819) | > loss_disc_real_0: 0.1255849003791809 (0.0960543468594551) | > loss_disc_real_1: 0.218484029173851 (0.18639592677354813) | > loss_disc_real_2: 0.22106270492076874 (0.20583106637001036) | > loss_disc_real_3: 0.2314821183681488 (0.23509286761283874) | > loss_disc_real_4: 0.19239670038223267 (0.2307184714078903) | > loss_disc_real_5: 0.17310042679309845 (0.195281802713871) | > loss_0: 2.4575130939483643 (2.293173556327819) | > loss_gen: 2.226799249649048 (2.3301687002182003) | > loss_kl: 1.8159114122390747 (1.9154063177108764) | > loss_feat: 9.831096649169922 (7.254298858642578) | > loss_mel: 21.37881088256836 (20.55212074279785) | > loss_duration: 2.3337087631225586 (2.2535324573516844) | > loss_1: 37.586326599121094 (34.305526962280275)  --> STEP: 26 | > loss_disc: 2.2928574085235596 (2.2931613967968856) | > loss_disc_real_0: 0.09867691248655319 (0.09615521476818965) | > loss_disc_real_1: 0.15974467992782593 (0.18537087881794342) | > loss_disc_real_2: 0.23198302090168 (0.2068369107750746) | > loss_disc_real_3: 0.20520256459712982 (0.23394324057377303) | > loss_disc_real_4: 0.32005348801612854 (0.23415443358513024) | > loss_disc_real_5: 0.2090231329202652 (0.19581031541411692) | > loss_0: 2.2928574085235596 (2.2931613967968856) | > loss_gen: 2.373678684234619 (2.3318421611419087) | > loss_kl: 1.8799687623977661 (1.9140433348142183) | > loss_feat: 5.582982063293457 (7.190017443436843) | > loss_mel: 18.70465660095215 (20.48106442964994) | > loss_duration: 2.3043417930603027 (2.2554866625712466) | > loss_1: 30.845626831054688 (34.17245388031006) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023829845281747673 (+0.00010371208190917969) | > avg_loss_disc: 2.2931613967968856 (+0.01681697368621693) | > avg_loss_disc_real_0: 0.09615521476818965 (-0.028455478354142263) | > avg_loss_disc_real_1: 0.18537087881794342 (-0.0008171564684464339) | > avg_loss_disc_real_2: 0.2068369107750746 (+0.00039323218739950594) | > avg_loss_disc_real_3: 0.23394324057377303 (-0.019981408921571908) | > avg_loss_disc_real_4: 0.23415443358513024 (-0.007136350067762226) | > avg_loss_disc_real_5: 0.19581031541411692 (-0.05860634692586386) | > avg_loss_0: 2.2931613967968856 (+0.01681697368621693) | > avg_loss_gen: 2.3318421611419087 (-0.22260147333145142) | > avg_loss_kl: 1.9140433348142183 (-0.013524587337787386) | > avg_loss_feat: 7.190017443436843 (+0.09729007574228188) | > avg_loss_mel: 20.48106442964994 (+0.2790086085979766) | > avg_loss_duration: 2.2554866625712466 (-0.02175611716050385) | > avg_loss_1: 34.17245388031006 (+0.1184161993173447)  > EPOCH: 71/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:03:36)   --> TIME: 2024-06-10 18:03:43 -- STEP: 19/330 -- GLOBAL_STEP: 111450 | > loss_disc: 2.236872673034668 (2.2572350627497624) | > loss_disc_real_0: 0.09019123017787933 (0.126843928114364) | > loss_disc_real_1: 0.20678260922431946 (0.2097185442322179) | > loss_disc_real_2: 0.24422571063041687 (0.22869784502606644) | > loss_disc_real_3: 0.2053227424621582 (0.21463606232091) | > loss_disc_real_4: 0.19179144501686096 (0.2081269935557717) | > loss_disc_real_5: 0.2219763845205307 (0.20326462937028786) | > loss_0: 2.236872673034668 (2.2572350627497624) | > grad_norm_0: tensor(22.7437, device='cuda:0') (tensor(13.9591, device='cuda:0')) | > loss_gen: 2.5714337825775146 (2.613107442855835) | > loss_kl: 1.794037103652954 (1.5899775341937417) | > loss_feat: 7.2356719970703125 (6.844476147701866) | > loss_mel: 19.742067337036133 (20.620342455412214) | > loss_duration: 2.15120530128479 (2.2322870304709985) | > loss_1: 33.494415283203125 (33.90019065455387) | > grad_norm_1: tensor(151.8819, device='cuda:0') (tensor(139.7129, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3305 (0.3393928502735339) | > loader_time: 0.003 (0.003007374311748304)  --> TIME: 2024-06-10 18:03:52 -- STEP: 44/330 -- GLOBAL_STEP: 111475 | > loss_disc: 2.274873971939087 (2.225758969783783) | > loss_disc_real_0: 0.10650932788848877 (0.12135346470908685) | > loss_disc_real_1: 0.1672143191099167 (0.20260567353530368) | > loss_disc_real_2: 0.2091701179742813 (0.21930693123828282) | > loss_disc_real_3: 0.21985669434070587 (0.21701740371910008) | > loss_disc_real_4: 0.20240949094295502 (0.2084857001900673) | > loss_disc_real_5: 0.23038145899772644 (0.20986460454084657) | > loss_0: 2.274873971939087 (2.225758969783783) | > grad_norm_0: tensor(6.8405, device='cuda:0') (tensor(13.2158, device='cuda:0')) | > loss_gen: 2.6218395233154297 (2.67687769911506) | > loss_kl: 1.6466208696365356 (1.6098808456550946) | > loss_feat: 7.724699974060059 (7.201606902209195) | > loss_mel: 20.66568374633789 (20.645183779976584) | > loss_duration: 2.0325586795806885 (2.1505851203745054) | > loss_1: 34.691402435302734 (34.28413443131881) | > grad_norm_1: tensor(129.1653, device='cuda:0') (tensor(155.6374, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3409 (0.3399594101038846) | > loader_time: 0.0031 (0.003088268366726962)  --> TIME: 2024-06-10 18:04:01 -- STEP: 69/330 -- GLOBAL_STEP: 111500 | > loss_disc: 2.2759907245635986 (2.2307321196017056) | > loss_disc_real_0: 0.1097872331738472 (0.11709191920100778) | > loss_disc_real_1: 0.26472386717796326 (0.20624979423440024) | > loss_disc_real_2: 0.20211157202720642 (0.21905201695103577) | > loss_disc_real_3: 0.22799967229366302 (0.2171112633701684) | > loss_disc_real_4: 0.22552920877933502 (0.20765772829021234) | > loss_disc_real_5: 0.20783375203609467 (0.2102743629096211) | > loss_0: 2.2759907245635986 (2.2307321196017056) | > grad_norm_0: tensor(13.0517, device='cuda:0') (tensor(12.9267, device='cuda:0')) | > loss_gen: 2.610525369644165 (2.666401963303055) | > loss_kl: 1.3183552026748657 (1.5759571376054182) | > loss_feat: 7.4192657470703125 (7.213240554367286) | > loss_mel: 20.453405380249023 (20.620888696200605) | > loss_duration: 2.0155551433563232 (2.123580435047979) | > loss_1: 33.817108154296875 (34.200068874635555) | > grad_norm_1: tensor(101.7126, device='cuda:0') (tensor(157.4725, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3389 (0.34323338149250415) | > loader_time: 0.0033 (0.0032072067260742188) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_111500.pth  --> TIME: 2024-06-10 18:04:15 -- STEP: 94/330 -- GLOBAL_STEP: 111525 | > loss_disc: 2.193789482116699 (2.2316551538223908) | > loss_disc_real_0: 0.09789606928825378 (0.11532545168983176) | > loss_disc_real_1: 0.23050358891487122 (0.20554872205916874) | > loss_disc_real_2: 0.22954778373241425 (0.21866608601301274) | > loss_disc_real_3: 0.18921832740306854 (0.21639710870829035) | > loss_disc_real_4: 0.18522879481315613 (0.20874193199771515) | > loss_disc_real_5: 0.21475735306739807 (0.20948408591620465) | > loss_0: 2.193789482116699 (2.2316551538223908) | > grad_norm_0: tensor(17.6101, device='cuda:0') (tensor(14.5623, device='cuda:0')) | > loss_gen: 2.6049070358276367 (2.6694787740707397) | > loss_kl: 1.5370293855667114 (1.5618773064714795) | > loss_feat: 7.901015281677246 (7.23944727917935) | > loss_mel: 22.028535842895508 (20.594824141644416) | > loss_duration: 2.109126329421997 (2.1121451043068094) | > loss_1: 36.18061447143555 (34.17777276546397) | > grad_norm_1: tensor(170.2085, device='cuda:0') (tensor(170.4793, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3592 (0.34883151155837044) | > loader_time: 0.0038 (0.003346519267305415)  --> TIME: 2024-06-10 18:04:25 -- STEP: 119/330 -- GLOBAL_STEP: 111550 | > loss_disc: 2.1727585792541504 (2.2294115258866) | > loss_disc_real_0: 0.11223104596138 (0.1149746553988016) | > loss_disc_real_1: 0.23103366792201996 (0.20500900014107973) | > loss_disc_real_2: 0.21257521212100983 (0.21699398380367696) | > loss_disc_real_3: 0.19545462727546692 (0.21627378150695512) | > loss_disc_real_4: 0.2155354917049408 (0.20770720523946426) | > loss_disc_real_5: 0.19277924299240112 (0.20798687211104802) | > loss_0: 2.1727585792541504 (2.2294115258866) | > grad_norm_0: tensor(22.6102, device='cuda:0') (tensor(14.3948, device='cuda:0')) | > loss_gen: 2.7640275955200195 (2.6610246946831713) | > loss_kl: 1.3462023735046387 (1.5537284171881793) | > loss_feat: 7.363336563110352 (7.265672158794243) | > loss_mel: 20.6965274810791 (20.549881846964862) | > loss_duration: 2.057145595550537 (2.1075590939081024) | > loss_1: 34.227237701416016 (34.13786636480764) | > grad_norm_1: tensor(71.8750, device='cuda:0') (tensor(163.7018, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3665 (0.35244999613080713) | > loader_time: 0.0037 (0.003486931824884495)  --> TIME: 2024-06-10 18:04:34 -- STEP: 144/330 -- GLOBAL_STEP: 111575 | > loss_disc: 2.0501186847686768 (2.238127052783966) | > loss_disc_real_0: 0.08901897072792053 (0.11563769241587983) | > loss_disc_real_1: 0.15989117324352264 (0.20521629860417712) | > loss_disc_real_2: 0.20607870817184448 (0.21765322289947006) | > loss_disc_real_3: 0.1816207766532898 (0.218379570171237) | > loss_disc_real_4: 0.19607044756412506 (0.20919075090852046) | > loss_disc_real_5: 0.1636289656162262 (0.20859213328609866) | > loss_0: 2.0501186847686768 (2.238127052783966) | > grad_norm_0: tensor(16.9370, device='cuda:0') (tensor(14.1446, device='cuda:0')) | > loss_gen: 2.8344764709472656 (2.6605694591999054) | > loss_kl: 1.4292176961898804 (1.553803633484575) | > loss_feat: 8.272665023803711 (7.301774024963379) | > loss_mel: 20.158903121948242 (20.55860161781311) | > loss_duration: 2.0591681003570557 (2.1086790412664422) | > loss_1: 34.754432678222656 (34.18342796961466) | > grad_norm_1: tensor(208.4440, device='cuda:0') (tensor(163.8975, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3807 (0.35585663219292957) | > loader_time: 0.0041 (0.0035829759306377834)  --> TIME: 2024-06-10 18:04:44 -- STEP: 169/330 -- GLOBAL_STEP: 111600 | > loss_disc: 2.3516502380371094 (2.2417081502767715) | > loss_disc_real_0: 0.10785600543022156 (0.11576968303622578) | > loss_disc_real_1: 0.18804876506328583 (0.20507531326550707) | > loss_disc_real_2: 0.20446597039699554 (0.21726596223179406) | > loss_disc_real_3: 0.27067673206329346 (0.21901025389425854) | > loss_disc_real_4: 0.2540566921234131 (0.20995025072224743) | > loss_disc_real_5: 0.256674587726593 (0.2098002133108455) | > loss_0: 2.3516502380371094 (2.2417081502767715) | > grad_norm_0: tensor(8.2504, device='cuda:0') (tensor(14.1670, device='cuda:0')) | > loss_gen: 2.6562464237213135 (2.6565901062192303) | > loss_kl: 1.4426127672195435 (1.5478071595084735) | > loss_feat: 7.1702375411987305 (7.303086323145578) | > loss_mel: 20.153079986572266 (20.528393310908026) | > loss_duration: 2.1254401206970215 (2.110649841071588) | > loss_1: 33.54761505126953 (34.14652694611859) | > grad_norm_1: tensor(256.2235, device='cuda:0') (tensor(168.9362, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3686 (0.35877264180832363) | > loader_time: 0.0048 (0.003721721073579506)  --> TIME: 2024-06-10 18:04:54 -- STEP: 194/330 -- GLOBAL_STEP: 111625 | > loss_disc: 2.2543156147003174 (2.2410015936979324) | > loss_disc_real_0: 0.13090118765830994 (0.11559093728200677) | > loss_disc_real_1: 0.20564596354961395 (0.2049833263472184) | > loss_disc_real_2: 0.24044479429721832 (0.2165996371624396) | > loss_disc_real_3: 0.214456707239151 (0.21828095968236627) | > loss_disc_real_4: 0.20893017947673798 (0.21007938997954434) | > loss_disc_real_5: 0.20680095255374908 (0.20938192392440186) | > loss_0: 2.2543156147003174 (2.2410015936979324) | > grad_norm_0: tensor(7.7724, device='cuda:0') (tensor(14.2829, device='cuda:0')) | > loss_gen: 2.647791624069214 (2.651491774726161) | > loss_kl: 1.7091466188430786 (1.5448937219442778) | > loss_feat: 7.15591287612915 (7.306223643194769) | > loss_mel: 19.76167106628418 (20.487831430336872) | > loss_duration: 2.1303186416625977 (2.1153271530092397) | > loss_1: 33.404842376708984 (34.10576788912115) | > grad_norm_1: tensor(140.2554, device='cuda:0') (tensor(169.9338, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3756 (0.36108148589576644) | > loader_time: 0.0045 (0.003815836513165346)  --> TIME: 2024-06-10 18:05:03 -- STEP: 219/330 -- GLOBAL_STEP: 111650 | > loss_disc: 2.2200684547424316 (2.237214839621768) | > loss_disc_real_0: 0.12375734746456146 (0.11530332471409889) | > loss_disc_real_1: 0.20426785945892334 (0.2047402389245491) | > loss_disc_real_2: 0.21442212164402008 (0.21617416384285443) | > loss_disc_real_3: 0.2038530856370926 (0.21816515806875272) | > loss_disc_real_4: 0.21302823722362518 (0.20884957576179067) | > loss_disc_real_5: 0.20052285492420197 (0.20818088520063113) | > loss_0: 2.2200684547424316 (2.237214839621768) | > grad_norm_0: tensor(39.5328, device='cuda:0') (tensor(16.0712, device='cuda:0')) | > loss_gen: 2.7100117206573486 (2.6543888033252885) | > loss_kl: 1.7686971426010132 (1.541854824105354) | > loss_feat: 8.44444751739502 (7.3408101443286355) | > loss_mel: 20.280691146850586 (20.448860046526075) | > loss_duration: 2.166701316833496 (2.1203201307009376) | > loss_1: 35.370548248291016 (34.10623405839756) | > grad_norm_1: tensor(324.0453, device='cuda:0') (tensor(183.8246, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.3899 (0.36424447303493274) | > loader_time: 0.0051 (0.003948108246337332)  --> TIME: 2024-06-10 18:05:14 -- STEP: 244/330 -- GLOBAL_STEP: 111675 | > loss_disc: 2.1970138549804688 (2.2355043438614413) | > loss_disc_real_0: 0.10127571225166321 (0.11463086670417277) | > loss_disc_real_1: 0.2091037631034851 (0.20451090326074697) | > loss_disc_real_2: 0.18628442287445068 (0.21623916020158862) | > loss_disc_real_3: 0.22661301493644714 (0.21839520329090414) | > loss_disc_real_4: 0.20795278251171112 (0.20929973419816764) | > loss_disc_real_5: 0.21630647778511047 (0.207971739781196) | > loss_0: 2.1970138549804688 (2.2355043438614413) | > grad_norm_0: tensor(11.3453, device='cuda:0') (tensor(17.3472, device='cuda:0')) | > loss_gen: 2.853476047515869 (2.664927791376584) | > loss_kl: 1.5262595415115356 (1.5419370644405237) | > loss_feat: 7.226471900939941 (7.359482298131849) | > loss_mel: 19.384977340698242 (20.419969707238877) | > loss_duration: 2.1099815368652344 (2.1270569318630677) | > loss_1: 33.101165771484375 (34.113373850212746) | > grad_norm_1: tensor(302.8598, device='cuda:0') (tensor(191.4144, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.4255 (0.3684492287088613) | > loader_time: 0.0053 (0.004085794824068662)  --> TIME: 2024-06-10 18:05:25 -- STEP: 269/330 -- GLOBAL_STEP: 111700 | > loss_disc: 2.123833656311035 (2.232046044448939) | > loss_disc_real_0: 0.06747493147850037 (0.1131352402934576) | > loss_disc_real_1: 0.21281082928180695 (0.20431302521086986) | > loss_disc_real_2: 0.21144653856754303 (0.21622705653476007) | > loss_disc_real_3: 0.2206294983625412 (0.2180031366840171) | > loss_disc_real_4: 0.1857294738292694 (0.2086901537880135) | > loss_disc_real_5: 0.21371227502822876 (0.20833482413265342) | > loss_0: 2.123833656311035 (2.232046044448939) | > grad_norm_0: tensor(17.1471, device='cuda:0') (tensor(18.3466, device='cuda:0')) | > loss_gen: 2.878229856491089 (2.672794842808664) | > loss_kl: 1.4790064096450806 (1.5412258157942815) | > loss_feat: 8.180814743041992 (7.396503971411836) | > loss_mel: 19.212549209594727 (20.38916022715516) | > loss_duration: 2.2119815349578857 (2.1333457067553456) | > loss_1: 33.962581634521484 (34.13303064679569) | > grad_norm_1: tensor(351.8044, device='cuda:0') (tensor(199.5612, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.4311 (0.3736400941047527) | > loader_time: 0.0063 (0.004234796119888474)  --> TIME: 2024-06-10 18:05:36 -- STEP: 294/330 -- GLOBAL_STEP: 111725 | > loss_disc: 2.216961622238159 (2.2318650309731374) | > loss_disc_real_0: 0.05482221022248268 (0.11240753110776953) | > loss_disc_real_1: 0.1890377551317215 (0.20412586173232727) | > loss_disc_real_2: 0.21502013504505157 (0.21589746615108182) | > loss_disc_real_3: 0.20862750709056854 (0.21830376845841504) | > loss_disc_real_4: 0.20336365699768066 (0.20943504130961935) | > loss_disc_real_5: 0.19061586260795593 (0.20757315338266136) | > loss_0: 2.216961622238159 (2.2318650309731374) | > grad_norm_0: tensor(37.9219, device='cuda:0') (tensor(19.2667, device='cuda:0')) | > loss_gen: 2.7013328075408936 (2.6736801076097563) | > loss_kl: 1.6774667501449585 (1.5424120320754795) | > loss_feat: 7.923043251037598 (7.414843797683716) | > loss_mel: 20.859113693237305 (20.353201937513287) | > loss_duration: 2.271345615386963 (2.141516096737921) | > loss_1: 35.43230438232422 (34.12565406487913) | > grad_norm_1: tensor(420.5388, device='cuda:0') (tensor(211.6024, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.4487 (0.3796823454551957) | > loader_time: 0.0067 (0.004426248219548437)  --> TIME: 2024-06-10 18:05:49 -- STEP: 319/330 -- GLOBAL_STEP: 111750 | > loss_disc: 2.3015501499176025 (2.2338242968048063) | > loss_disc_real_0: 0.1259833723306656 (0.11305771471471249) | > loss_disc_real_1: 0.23749485611915588 (0.20439886177968838) | > loss_disc_real_2: 0.2860453724861145 (0.21584992946875883) | > loss_disc_real_3: 0.2905818819999695 (0.21861152491038868) | > loss_disc_real_4: 0.23408940434455872 (0.20967833978068484) | > loss_disc_real_5: 0.2136964052915573 (0.2076221663376381) | > loss_0: 2.3015501499176025 (2.2338242968048063) | > grad_norm_0: tensor(17.7254, device='cuda:0') (tensor(19.7545, device='cuda:0')) | > loss_gen: 2.648486852645874 (2.6711251092928716) | > loss_kl: 1.6955949068069458 (1.5439476996753663) | > loss_feat: 7.590795516967773 (7.436790925208304) | > loss_mel: 19.268728256225586 (20.303714220052974) | > loss_duration: 2.3194727897644043 (2.1540260636320694) | > loss_1: 33.52307891845703 (34.109604156876806) | > grad_norm_1: tensor(388.7225, device='cuda:0') (tensor(221.5841, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.5432 (0.39010545975735966) | > loader_time: 0.0081 (0.004643941000337509)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.274904489517212 (2.274904489517212) | > loss_disc_real_0: 0.14916467666625977 (0.14916467666625977) | > loss_disc_real_1: 0.3106258809566498 (0.3106258809566498) | > loss_disc_real_2: 0.25193920731544495 (0.25193920731544495) | > loss_disc_real_3: 0.2976662218570709 (0.2976662218570709) | > loss_disc_real_4: 0.20302535593509674 (0.20302535593509674) | > loss_disc_real_5: 0.2454615831375122 (0.2454615831375122) | > loss_0: 2.274904489517212 (2.274904489517212) | > loss_gen: 2.8075029850006104 (2.8075029850006104) | > loss_kl: 1.5576399564743042 (1.5576399564743042) | > loss_feat: 6.657474994659424 (6.657474994659424) | > loss_mel: 18.915037155151367 (18.915037155151367) | > loss_duration: 2.7939302921295166 (2.7939302921295166) | > loss_1: 32.73158645629883 (32.73158645629883)  --> STEP: 1 | > loss_disc: 2.256002902984619 (2.256002902984619) | > loss_disc_real_0: 0.06279058009386063 (0.06279058009386063) | > loss_disc_real_1: 0.3168579936027527 (0.3168579936027527) | > loss_disc_real_2: 0.2550288438796997 (0.2550288438796997) | > loss_disc_real_3: 0.27669134736061096 (0.27669134736061096) | > loss_disc_real_4: 0.23939260840415955 (0.23939260840415955) | > loss_disc_real_5: 0.2218276709318161 (0.2218276709318161) | > loss_0: 2.256002902984619 (2.256002902984619) | > loss_gen: 2.5976321697235107 (2.5976321697235107) | > loss_kl: 2.146730661392212 (2.146730661392212) | > loss_feat: 6.2133636474609375 (6.2133636474609375) | > loss_mel: 20.672561645507812 (20.672561645507812) | > loss_duration: 2.3448338508605957 (2.3448338508605957) | > loss_1: 33.975120544433594 (33.975120544433594)  --> STEP: 2 | > loss_disc: 2.4030680656433105 (2.329535484313965) | > loss_disc_real_0: 0.06273774057626724 (0.06276416033506393) | > loss_disc_real_1: 0.46410423517227173 (0.3904811143875122) | > loss_disc_real_2: 0.21551312506198883 (0.23527098447084427) | > loss_disc_real_3: 0.2794259786605835 (0.27805866301059723) | > loss_disc_real_4: 0.2427266240119934 (0.24105961620807648) | > loss_disc_real_5: 0.29917407035827637 (0.26050087064504623) | > loss_0: 2.4030680656433105 (2.329535484313965) | > loss_gen: 2.9575679302215576 (2.777600049972534) | > loss_kl: 1.5008080005645752 (1.8237693309783936) | > loss_feat: 7.279016017913818 (6.746189832687378) | > loss_mel: 20.62227439880371 (20.64741802215576) | > loss_duration: 2.3889427185058594 (2.3668882846832275) | > loss_1: 34.74861145019531 (34.36186599731445)  --> STEP: 3 | > loss_disc: 2.5009429454803467 (2.386671304702759) | > loss_disc_real_0: 0.14746154844760895 (0.0909966230392456) | > loss_disc_real_1: 0.34303778409957886 (0.3746666709582011) | > loss_disc_real_2: 0.34685105085372925 (0.2724643399318059) | > loss_disc_real_3: 0.30875441431999207 (0.2882905801137288) | > loss_disc_real_4: 0.3119325339794159 (0.26468392213185626) | > loss_disc_real_5: 0.3301827907562256 (0.2837281773487727) | > loss_0: 2.5009429454803467 (2.386671304702759) | > loss_gen: 3.1755223274230957 (2.910240809122721) | > loss_kl: 2.000737190246582 (1.882758617401123) | > loss_feat: 6.825150012969971 (6.772509892781575) | > loss_mel: 21.006675720214844 (20.767170588175457) | > loss_duration: 2.168214797973633 (2.300663789113363) | > loss_1: 35.176300048828125 (34.63334401448568)  --> STEP: 4 | > loss_disc: 1.9556397199630737 (2.2789134085178375) | > loss_disc_real_0: 0.066185861825943 (0.08479393273591995) | > loss_disc_real_1: 0.266009658575058 (0.3475024178624153) | > loss_disc_real_2: 0.2589491307735443 (0.2690855376422405) | > loss_disc_real_3: 0.21348726749420166 (0.26958975195884705) | > loss_disc_real_4: 0.17203731834888458 (0.24152227118611336) | > loss_disc_real_5: 0.23847460746765137 (0.27241478487849236) | > loss_0: 1.9556397199630737 (2.2789134085178375) | > loss_gen: 3.022077798843384 (2.938200056552887) | > loss_kl: 2.21699857711792 (1.9663186073303223) | > loss_feat: 8.71484375 (7.258093357086182) | > loss_mel: 21.44402503967285 (20.936384201049805) | > loss_duration: 2.2071869373321533 (2.2772945761680603) | > loss_1: 37.60513687133789 (35.37629222869873)  --> STEP: 5 | > loss_disc: 2.117429494857788 (2.2466166257858275) | > loss_disc_real_0: 0.09954583644866943 (0.08774431347846985) | > loss_disc_real_1: 0.4051278531551361 (0.3590275049209595) | > loss_disc_real_2: 0.2678081691265106 (0.26883006393909453) | > loss_disc_real_3: 0.2339983731508255 (0.26247147619724276) | > loss_disc_real_4: 0.19057542085647583 (0.23133290112018584) | > loss_disc_real_5: 0.256639689207077 (0.2692597657442093) | > loss_0: 2.117429494857788 (2.2466166257858275) | > loss_gen: 3.045668125152588 (2.959693670272827) | > loss_kl: 2.640519857406616 (2.101158857345581) | > loss_feat: 6.1370062828063965 (7.033875942230225) | > loss_mel: 21.097429275512695 (20.968593215942384) | > loss_duration: 2.2969460487365723 (2.2812248706817626) | > loss_1: 35.21757125854492 (35.344548034667966)  --> STEP: 6 | > loss_disc: 2.7125890254974365 (2.324278692404429) | > loss_disc_real_0: 0.12843960523605347 (0.09452686210473378) | > loss_disc_real_1: 0.37930500507354736 (0.3624070882797241) | > loss_disc_real_2: 0.3156304657459259 (0.27663013090689975) | > loss_disc_real_3: 0.34875720739364624 (0.27685243139664334) | > loss_disc_real_4: 0.32153698801994324 (0.24636691560347876) | > loss_disc_real_5: 0.42169973254203796 (0.29466642687718075) | > loss_0: 2.7125890254974365 (2.324278692404429) | > loss_gen: 2.894412040710449 (2.9488133986790976) | > loss_kl: 1.9822630882263184 (2.081342895825704) | > loss_feat: 4.918440818786621 (6.681303421656291) | > loss_mel: 19.242443084716797 (20.680901527404785) | > loss_duration: 2.0965471267700195 (2.250445246696472) | > loss_1: 31.134105682373047 (34.64280764261881)  --> STEP: 7 | > loss_disc: 2.63352632522583 (2.368456925664629) | > loss_disc_real_0: 0.1409333050251007 (0.10115635395050049) | > loss_disc_real_1: 0.36316806077957153 (0.3625157986368452) | > loss_disc_real_2: 0.3062456250190735 (0.28086091578006744) | > loss_disc_real_3: 0.28104931116104126 (0.27745198564870016) | > loss_disc_real_4: 0.33470961451530457 (0.258987301162311) | > loss_disc_real_5: 0.41480815410614014 (0.31182953076703207) | > loss_0: 2.63352632522583 (2.368456925664629) | > loss_gen: 2.744931697845459 (2.919687441417149) | > loss_kl: 2.6671462059020996 (2.165029082979475) | > loss_feat: 4.575270175933838 (6.380441529410226) | > loss_mel: 19.428665161132812 (20.502010617937362) | > loss_duration: 2.399144172668457 (2.2716879504067555) | > loss_1: 31.81515884399414 (34.238857814243865)  --> STEP: 8 | > loss_disc: 2.260263442993164 (2.354932740330696) | > loss_disc_real_0: 0.05267082154750824 (0.09509566240012646) | > loss_disc_real_1: 0.4930221438407898 (0.37882909178733826) | > loss_disc_real_2: 0.23252305388450623 (0.2748186830431223) | > loss_disc_real_3: 0.27859190106391907 (0.27759447507560253) | > loss_disc_real_4: 0.17520244419574738 (0.24851419404149055) | > loss_disc_real_5: 0.2568981647491455 (0.30496311001479626) | > loss_0: 2.260263442993164 (2.354932740330696) | > loss_gen: 2.9413397312164307 (2.9223939776420593) | > loss_kl: 2.1210885047912598 (2.159536510705948) | > loss_feat: 9.473576545715332 (6.767083406448364) | > loss_mel: 21.504749298095703 (20.627352952957153) | > loss_duration: 2.1660830974578857 (2.258487343788147) | > loss_1: 38.20684051513672 (34.73485565185547)  --> STEP: 9 | > loss_disc: 2.132885217666626 (2.3302607933680215) | > loss_disc_real_0: 0.04042789340019226 (0.08902146584457821) | > loss_disc_real_1: 0.24409358203411102 (0.36385847959253526) | > loss_disc_real_2: 0.2651638090610504 (0.27374591926733655) | > loss_disc_real_3: 0.297815203666687 (0.27984122269683415) | > loss_disc_real_4: 0.12880229949951172 (0.23521287242571512) | > loss_disc_real_5: 0.2660467326641083 (0.300639068086942) | > loss_0: 2.132885217666626 (2.3302607933680215) | > loss_gen: 2.867251396179199 (2.916267024146186) | > loss_kl: 2.1602017879486084 (2.1596104303995767) | > loss_feat: 9.426854133605957 (7.062613487243652) | > loss_mel: 22.511272430419922 (20.836677339341904) | > loss_duration: 2.1422548294067383 (2.2455726199679904) | > loss_1: 39.10783386230469 (35.22074211968316)  --> STEP: 10 | > loss_disc: 2.049198865890503 (2.3021546006202698) | > loss_disc_real_0: 0.16935968399047852 (0.09705528765916824) | > loss_disc_real_1: 0.2989763617515564 (0.35737026780843734) | > loss_disc_real_2: 0.2735813856124878 (0.27372946590185165) | > loss_disc_real_3: 0.2285633385181427 (0.274713434278965) | > loss_disc_real_4: 0.17528407275676727 (0.22921999245882035) | > loss_disc_real_5: 0.20924711227416992 (0.29149987250566484) | > loss_0: 2.049198865890503 (2.3021546006202698) | > loss_gen: 3.235412120819092 (2.9481815338134765) | > loss_kl: 1.67890465259552 (2.1115398526191713) | > loss_feat: 7.5952019691467285 (7.11587233543396) | > loss_mel: 21.251066207885742 (20.87811622619629) | > loss_duration: 2.1861705780029297 (2.239632415771484) | > loss_1: 35.946754455566406 (35.29334335327148)  --> STEP: 11 | > loss_disc: 2.671048164367676 (2.3356903791427612) | > loss_disc_real_0: 0.09071807563304901 (0.09647917747497559) | > loss_disc_real_1: 0.3461778163909912 (0.35635277222503314) | > loss_disc_real_2: 0.33168187737464905 (0.27899786694483325) | > loss_disc_real_3: 0.38123399019241333 (0.28439712118018756) | > loss_disc_real_4: 0.3026009500026703 (0.23589098859917035) | > loss_disc_real_5: 0.31440526247024536 (0.29358218068426306) | > loss_0: 2.671048164367676 (2.3356903791427612) | > loss_gen: 2.640235185623169 (2.920186411250721) | > loss_kl: 2.622525215148926 (2.1579930673946035) | > loss_feat: 4.791405200958252 (6.904557141390714) | > loss_mel: 21.88397789001465 (20.96955819563432) | > loss_duration: 2.388061761856079 (2.2531259926882656) | > loss_1: 34.32620620727539 (35.20542179454457)  --> STEP: 12 | > loss_disc: 2.3249120712280273 (2.3347921868165336) | > loss_disc_real_0: 0.09810308367013931 (0.09661450299123923) | > loss_disc_real_1: 0.3965274691581726 (0.3597006636361281) | > loss_disc_real_2: 0.21663258969783783 (0.2738007605075836) | > loss_disc_real_3: 0.2901149094104767 (0.2848736035327117) | > loss_disc_real_4: 0.24560268223285675 (0.23670029640197754) | > loss_disc_real_5: 0.24739795923233032 (0.28973349556326866) | > loss_0: 2.3249120712280273 (2.3347921868165336) | > loss_gen: 2.8417649269104004 (2.9136512875556946) | > loss_kl: 2.0837042331695557 (2.1518023312091827) | > loss_feat: 6.626821517944336 (6.881412506103516) | > loss_mel: 21.035144805908203 (20.97502374649048) | > loss_duration: 2.1824951171875 (2.2472400863965354) | > loss_1: 34.76993179321289 (35.169130961100265)  --> STEP: 13 | > loss_disc: 2.492746591567993 (2.346942525643569) | > loss_disc_real_0: 0.13903206586837769 (0.0998773924433268) | > loss_disc_real_1: 0.3774340748786926 (0.36106477219324845) | > loss_disc_real_2: 0.2991116940975189 (0.2757477553991171) | > loss_disc_real_3: 0.2592611312866211 (0.28290341335993546) | > loss_disc_real_4: 0.21366603672504425 (0.23492843027298266) | > loss_disc_real_5: 0.23599061369895935 (0.28559942772755254) | > loss_0: 2.492746591567993 (2.346942525643569) | > loss_gen: 2.650465488433838 (2.8934062260847826) | > loss_kl: 1.7400493621826172 (2.120129025899447) | > loss_feat: 6.204242706298828 (6.829322521503155) | > loss_mel: 21.11140251159668 (20.985514420729416) | > loss_duration: 2.080704689025879 (2.234429671214177) | > loss_1: 33.786865234375 (35.062802828275245)  --> STEP: 14 | > loss_disc: 1.527632474899292 (2.2884203791618347) | > loss_disc_real_0: 0.08267451822757721 (0.0986486157136304) | > loss_disc_real_1: 0.19607296586036682 (0.3492796431694712) | > loss_disc_real_2: 0.1738223284482956 (0.2684673677597727) | > loss_disc_real_3: 0.15738794207572937 (0.27393802255392075) | > loss_disc_real_4: 0.09107864648103714 (0.22465344571641513) | > loss_disc_real_5: 0.14425350725650787 (0.27550329055104933) | > loss_0: 1.527632474899292 (2.2884203791618347) | > loss_gen: 3.284329652786255 (2.9213293279920305) | > loss_kl: 1.836154818534851 (2.099845153944833) | > loss_feat: 11.083518028259277 (7.133193629128592) | > loss_mel: 23.23900032043457 (21.146477699279785) | > loss_duration: 2.350020408630371 (2.242686152458191) | > loss_1: 41.79302215576172 (35.543532780238564)  --> STEP: 15 | > loss_disc: 2.7487151622772217 (2.319106698036194) | > loss_disc_real_0: 0.09805618226528168 (0.09860912015040715) | > loss_disc_real_1: 0.3872324824333191 (0.3518098324537277) | > loss_disc_real_2: 0.33885303139686584 (0.2731597453355789) | > loss_disc_real_3: 0.31457996368408203 (0.2766474852959315) | > loss_disc_real_4: 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(20.685114355648267) | > loss_duration: 2.3617935180664062 (2.26039823363809) | > loss_1: 32.282135009765625 (34.803843329934516)  --> STEP: 18 | > loss_disc: 1.9678163528442383 (2.338343256049686) | > loss_disc_real_0: 0.07144977152347565 (0.09890028627382384) | > loss_disc_real_1: 0.21752436459064484 (0.3430118163426717) | > loss_disc_real_2: 0.22702184319496155 (0.2755146498481433) | > loss_disc_real_3: 0.25204989314079285 (0.2769681513309479) | > loss_disc_real_4: 0.21353477239608765 (0.2263387536836995) | > loss_disc_real_5: 0.24131621420383453 (0.27451425045728683) | > loss_0: 1.9678163528442383 (2.338343256049686) | > loss_gen: 3.0941739082336426 (2.8499123652776084) | > loss_kl: 2.1010754108428955 (2.0753923522101507) | > loss_feat: 9.145905494689941 (7.070960230297512) | > loss_mel: 24.79094696044922 (20.913216167026096) | > loss_duration: 2.2096550464630127 (2.2575791676839194) | > loss_1: 41.34175491333008 (35.167060640123154)  --> STEP: 19 | > loss_disc: 2.114452838897705 (2.3265595498837923) | > loss_disc_real_0: 0.1277780681848526 (0.10042016953229904) | > loss_disc_real_1: 0.3553684651851654 (0.34366216628175034) | > loss_disc_real_2: 0.28885844349861145 (0.2762169547771153) | > loss_disc_real_3: 0.20171664655208588 (0.2730075458162709) | > loss_disc_real_4: 0.19660906493663788 (0.22477403322332784) | > loss_disc_real_5: 0.21870563924312592 (0.27157695513022573) | > loss_0: 2.114452838897705 (2.3265595498837923) | > loss_gen: 3.0487308502197266 (2.8603764960640357) | > loss_kl: 1.7957550287246704 (2.060674598342494) | > loss_feat: 8.537919044494629 (7.148168588939466) | > loss_mel: 20.63055992126465 (20.898339522512334) | > loss_duration: 2.306199073791504 (2.2601381101106344) | > loss_1: 36.31916046142578 (35.227697472823294)  --> STEP: 20 | > loss_disc: 2.2883708477020264 (2.324650114774704) | > loss_disc_real_0: 0.14645957946777344 (0.10272214002907276) | > loss_disc_real_1: 0.4097328186035156 (0.34696569889783857) | > loss_disc_real_2: 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2.2666547298431396 (2.2517679566922397) | > loss_1: 35.16775894165039 (34.87506053758704)  --> STEP: 24 | > loss_disc: 2.257763385772705 (2.3268316437800727) | > loss_disc_real_0: 0.08805663883686066 (0.10368215013295412) | > loss_disc_real_1: 0.30296412110328674 (0.34992422163486486) | > loss_disc_real_2: 0.2595345377922058 (0.27387570713957154) | > loss_disc_real_3: 0.2851472496986389 (0.2684621841957171) | > loss_disc_real_4: 0.32117173075675964 (0.22488763028134903) | > loss_disc_real_5: 0.28944769501686096 (0.27210600798328716) | > loss_0: 2.257763385772705 (2.3268316437800727) | > loss_gen: 2.9595656394958496 (2.840136021375656) | > loss_kl: 1.337730884552002 (2.0225186546643577) | > loss_feat: 5.1354079246521 (6.925635834534963) | > loss_mel: 20.147741317749023 (20.70821674664815) | > loss_duration: 2.4041860103607178 (2.2581187089284263) | > loss_1: 31.98463249206543 (34.75462603569031)  --> STEP: 25 | > loss_disc: 2.562429666519165 (2.3362555646896364) | > loss_disc_real_0: 0.12962278723716736 (0.10471977561712265) | > loss_disc_real_1: 0.35436615347862244 (0.3501018989086152) | > loss_disc_real_2: 0.25921881198883057 (0.2732894313335419) | > loss_disc_real_3: 0.30847811698913574 (0.27006282150745387) | > loss_disc_real_4: 0.2326846867799759 (0.2251995125412941) | > loss_disc_real_5: 0.3304465115070343 (0.27443962812423706) | > loss_0: 2.562429666519165 (2.3362555646896364) | > loss_gen: 2.7169461250305176 (2.8352084255218504) | > loss_kl: 2.3566250801086426 (2.035882911682129) | > loss_feat: 5.264585018157959 (6.859193801879883) | > loss_mel: 16.589366912841797 (20.5434627532959) | > loss_duration: 2.318675994873047 (2.260541000366211) | > loss_1: 29.246198654174805 (34.53428894042969)  --> STEP: 26 | > loss_disc: 2.2146799564361572 (2.33157957975681) | > loss_disc_real_0: 0.061162181198596954 (0.10304448352410243) | > loss_disc_real_1: 0.31615936756134033 (0.34879641693372) | > loss_disc_real_2: 0.23692132532596588 (0.2718906580255582) | > loss_disc_real_3: 0.24448467791080475 (0.26907904675373656) | > loss_disc_real_4: 0.1915782392024994 (0.22390638664364815) | > loss_disc_real_5: 0.287026047706604 (0.27492372118509734) | > loss_0: 2.2146799564361572 (2.33157957975681) | > loss_gen: 2.691319704055786 (2.829674243927002) | > loss_kl: 1.6764721870422363 (2.0220594222729025) | > loss_feat: 8.124550819396973 (6.907861379476694) | > loss_mel: 20.93573570251465 (20.558550174419697) | > loss_duration: 2.2813987731933594 (2.2613432223980245) | > loss_1: 35.709476470947266 (34.57948846083421) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023617927844707784 (-2.119174370398885e-05) | > avg_loss_disc: 2.33157957975681 (+0.03841818295992461) | > avg_loss_disc_real_0: 0.10304448352410243 (+0.006889268755912781) | > avg_loss_disc_real_1: 0.34879641693372 (+0.16342553811577656) | > avg_loss_disc_real_2: 0.2718906580255582 (+0.06505374725048357) | > avg_loss_disc_real_3: 0.26907904675373656 (+0.035135806179963536) | > avg_loss_disc_real_4: 0.22390638664364815 (-0.010248046941482097) | > avg_loss_disc_real_5: 0.27492372118509734 (+0.07911340577098042) | > avg_loss_0: 2.33157957975681 (+0.03841818295992461) | > avg_loss_gen: 2.829674243927002 (+0.4978320827850933) | > avg_loss_kl: 2.0220594222729025 (+0.10801608745868418) | > avg_loss_feat: 6.907861379476694 (-0.2821560639601488) | > avg_loss_mel: 20.558550174419697 (+0.07748574476975634) | > avg_loss_duration: 2.2613432223980245 (+0.005856559826777907) | > avg_loss_1: 34.57948846083421 (+0.4070345805241544)  > EPOCH: 72/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:06:14)   --> TIME: 2024-06-10 18:06:20 -- STEP: 14/330 -- GLOBAL_STEP: 111775 | > loss_disc: 2.5096402168273926 (2.3348295858928134) | > loss_disc_real_0: 0.11915118247270584 (0.11705086060932704) | > loss_disc_real_1: 0.2911318242549896 (0.21312186866998672) | > loss_disc_real_2: 0.24114063382148743 (0.21179787708180292) | > loss_disc_real_3: 0.24945813417434692 (0.22361188381910324) | > loss_disc_real_4: 0.22652199864387512 (0.21890636001314437) | > loss_disc_real_5: 0.21530316770076752 (0.22491483603205) | > loss_0: 2.5096402168273926 (2.3348295858928134) | > grad_norm_0: tensor(5.8425, device='cuda:0') (tensor(11.0940, device='cuda:0')) | > loss_gen: 2.4763734340667725 (2.553221106529236) | > loss_kl: 1.6263834238052368 (1.5363632696015495) | > loss_feat: 6.279079914093018 (6.702414512634277) | > loss_mel: 19.70395851135254 (20.29597500392369) | > loss_duration: 2.142788887023926 (2.2575127567563738) | > loss_1: 32.22858428955078 (33.34548691340855) | > grad_norm_1: tensor(124.8982, device='cuda:0') (tensor(117.6206, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3351 (0.3366930825369699) | > loader_time: 0.0028 (0.0030587741306849887)  --> TIME: 2024-06-10 18:06:29 -- STEP: 39/330 -- GLOBAL_STEP: 111800 | > loss_disc: 2.2165708541870117 (2.282021571428348) | > loss_disc_real_0: 0.13768208026885986 (0.11403297269955659) | > loss_disc_real_1: 0.1671605408191681 (0.2037408642279796) | > loss_disc_real_2: 0.22582386434078217 (0.2151731183895698) | > loss_disc_real_3: 0.20299246907234192 (0.22144087919822106) | > loss_disc_real_4: 0.22029632329940796 (0.2145841725361653) | > loss_disc_real_5: 0.23088523745536804 (0.21838853603754288) | > loss_0: 2.2165708541870117 (2.282021571428348) | > grad_norm_0: tensor(5.8620, device='cuda:0') (tensor(11.5801, device='cuda:0')) | > loss_gen: 2.7115426063537598 (2.577458155460847) | > loss_kl: 1.6107414960861206 (1.5447623668572843) | > loss_feat: 8.12585735321045 (6.971583537566356) | > loss_mel: 20.33510971069336 (20.359391823793068) | > loss_duration: 2.090909242630005 (2.160544028648964) | > loss_1: 34.87416076660156 (33.613739942893) | > grad_norm_1: tensor(242.0995, device='cuda:0') (tensor(140.3424, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3552 (0.3424340883890788) | > loader_time: 0.0031 (0.0031952552306346404)  --> TIME: 2024-06-10 18:06:38 -- STEP: 64/330 -- GLOBAL_STEP: 111825 | > loss_disc: 2.1709587574005127 (2.2708023712038994) | > loss_disc_real_0: 0.09446226060390472 (0.11312418733723462) | > loss_disc_real_1: 0.1904091238975525 (0.20226200250908732) | > loss_disc_real_2: 0.19204923510551453 (0.21549472911283374) | > loss_disc_real_3: 0.22688181698322296 (0.22240103944204748) | > loss_disc_real_4: 0.18894223868846893 (0.21261217002756894) | > loss_disc_real_5: 0.1759663224220276 (0.213448726804927) | > loss_0: 2.1709587574005127 (2.2708023712038994) | > grad_norm_0: tensor(6.3940, device='cuda:0') (tensor(10.8161, device='cuda:0')) | > loss_gen: 2.804537057876587 (2.5920651368796817) | > loss_kl: 1.638958215713501 (1.5645261965692046) | > loss_feat: 7.881679058074951 (7.069950848817825) | > loss_mel: 20.988428115844727 (20.441021829843518) | > loss_duration: 2.0747246742248535 (2.12670229189098) | > loss_1: 35.388328552246094 (33.79426634311676) | > grad_norm_1: tensor(219.8697, device='cuda:0') (tensor(136.7997, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3597 (0.3480470813810825) | > loader_time: 0.0035 (0.003355998545885086)  --> TIME: 2024-06-10 18:06:47 -- STEP: 89/330 -- GLOBAL_STEP: 111850 | > loss_disc: 2.1787445545196533 (2.281913481401594) | > loss_disc_real_0: 0.15141399204730988 (0.1142838556277618) | > loss_disc_real_1: 0.1930421143770218 (0.2036457219150629) | > loss_disc_real_2: 0.20695799589157104 (0.2151653565717547) | > loss_disc_real_3: 0.2211979776620865 (0.22397822526733527) | > loss_disc_real_4: 0.2136688381433487 (0.21415648919143035) | > loss_disc_real_5: 0.19343334436416626 (0.21421027535133147) | > loss_0: 2.1787445545196533 (2.281913481401594) | > grad_norm_0: tensor(6.9205, device='cuda:0') (tensor(12.1184, device='cuda:0')) | > loss_gen: 2.7066380977630615 (2.588990021287724) | > loss_kl: 1.6377763748168945 (1.5779039498125569) | > loss_feat: 7.594494819641113 (7.105189012677482) | > loss_mel: 20.478294372558594 (20.473400630307996) | > loss_duration: 2.0885329246520996 (2.1111536950207834) | > loss_1: 34.505733489990234 (33.85663729035455) | > grad_norm_1: tensor(60.6650, device='cuda:0') (tensor(157.5050, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.347 (0.34979584779632233) | > loader_time: 0.0034 (0.0034425071116243855)  --> TIME: 2024-06-10 18:06:56 -- STEP: 114/330 -- GLOBAL_STEP: 111875 | > loss_disc: 2.2914609909057617 (2.2733090425792497) | > loss_disc_real_0: 0.12674406170845032 (0.11494757686006396) | > loss_disc_real_1: 0.20742973685264587 (0.20180207739273706) | > loss_disc_real_2: 0.20355859398841858 (0.2163799754098842) | > loss_disc_real_3: 0.20957529544830322 (0.22126148079048125) | > loss_disc_real_4: 0.18117454648017883 (0.21185485090602907) | > loss_disc_real_5: 0.1362738460302353 (0.2117847039511329) | > loss_0: 2.2914609909057617 (2.2733090425792497) | > grad_norm_0: tensor(5.0521, device='cuda:0') (tensor(12.3455, device='cuda:0')) | > loss_gen: 2.5650651454925537 (2.5955932746853745) | > loss_kl: 1.6712020635604858 (1.5823395890102052) | > loss_feat: 7.0926618576049805 (7.1379503827346) | > loss_mel: 21.205591201782227 (20.496560799448115) | > loss_duration: 2.0940263271331787 (2.106303429394437) | > loss_1: 34.628543853759766 (33.91874741671382) | > grad_norm_1: tensor(113.6606, device='cuda:0') (tensor(157.1271, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3681 (0.35301654380664493) | > loader_time: 0.004 (0.003556195058320698)  --> TIME: 2024-06-10 18:07:05 -- STEP: 139/330 -- GLOBAL_STEP: 111900 | > loss_disc: 2.277327299118042 (2.2652431572083955) | > loss_disc_real_0: 0.14917635917663574 (0.11469733023600615) | > loss_disc_real_1: 0.19132660329341888 (0.20095392943715018) | > loss_disc_real_2: 0.21404434740543365 (0.21586765370351804) | > loss_disc_real_3: 0.1948796510696411 (0.22150140432573906) | > loss_disc_real_4: 0.18003536760807037 (0.21120446856073338) | > loss_disc_real_5: 0.17405401170253754 (0.21063823108192828) | > loss_0: 2.277327299118042 (2.2652431572083955) | > grad_norm_0: tensor(10.3015, device='cuda:0') (tensor(13.0577, device='cuda:0')) | > loss_gen: 2.4101696014404297 (2.6033330907066947) | > loss_kl: 1.6810388565063477 (1.5834677545286768) | > loss_feat: 7.285701274871826 (7.157402851598726) | > loss_mel: 20.60030174255371 (20.479087857033708) | > loss_duration: 2.1588566303253174 (2.10692983994381) | > loss_1: 34.13606643676758 (33.93022131062243) | > grad_norm_1: tensor(74.6398, device='cuda:0') (tensor(162.6913, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3844 (0.3558473021006412) | > loader_time: 0.004 (0.003660858963890899)  --> TIME: 2024-06-10 18:07:15 -- STEP: 164/330 -- GLOBAL_STEP: 111925 | > loss_disc: 2.316941022872925 (2.260689794290357) | > loss_disc_real_0: 0.10950131714344025 (0.11550329725553352) | > loss_disc_real_1: 0.22698500752449036 (0.20076351367482329) | > loss_disc_real_2: 0.21100912988185883 (0.21569990139545459) | > loss_disc_real_3: 0.20393532514572144 (0.2207299034769942) | > loss_disc_real_4: 0.19136641919612885 (0.211560614588784) | > loss_disc_real_5: 0.2057081162929535 (0.2112478057785732) | > loss_0: 2.316941022872925 (2.260689794290357) | > grad_norm_0: tensor(29.4812, device='cuda:0') (tensor(13.7148, device='cuda:0')) | > loss_gen: 2.5034029483795166 (2.612515805698023) | > loss_kl: 1.7422386407852173 (1.5851460775224178) | > loss_feat: 7.18514347076416 (7.202396119513163) | > loss_mel: 19.457439422607422 (20.45489757816966) | > loss_duration: 2.1715681552886963 (2.107001000061267) | > loss_1: 33.05979537963867 (33.961956466116575) | > grad_norm_1: tensor(249.6913, device='cuda:0') (tensor(171.3534, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3737 (0.35846529791994786) | > loader_time: 0.004 (0.0037579972569535417)  --> TIME: 2024-06-10 18:07:25 -- STEP: 189/330 -- GLOBAL_STEP: 111950 | > loss_disc: 2.012136220932007 (2.25384861262387) | > loss_disc_real_0: 0.06511633098125458 (0.1159612920588602) | > loss_disc_real_1: 0.22367563843727112 (0.20130265105969064) | > loss_disc_real_2: 0.22867104411125183 (0.2148839076044698) | > loss_disc_real_3: 0.2060266137123108 (0.21992005660105005) | > loss_disc_real_4: 0.20610558986663818 (0.21090101383665882) | > loss_disc_real_5: 0.1890472024679184 (0.21003680175574369) | > loss_0: 2.012136220932007 (2.25384861262387) | > grad_norm_0: tensor(22.0190, device='cuda:0') (tensor(15.2706, device='cuda:0')) | > loss_gen: 2.8623619079589844 (2.623752779430813) | > loss_kl: 1.5451393127441406 (1.5841354642595566) | > loss_feat: 7.912813186645508 (7.257553037512239) | > loss_mel: 20.380464553833008 (20.433062921756147) | > loss_duration: 2.152683973312378 (2.1117014714649756) | > loss_1: 34.85346221923828 (34.01020554638416) | > grad_norm_1: tensor(276.9584, device='cuda:0') (tensor(179.8940, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3853 (0.3615558185274639) | > loader_time: 0.0045 (0.0038699952382890003)  --> TIME: 2024-06-10 18:07:35 -- STEP: 214/330 -- GLOBAL_STEP: 111975 | > loss_disc: 2.2647500038146973 (2.2506360088553374) | > loss_disc_real_0: 0.05912133678793907 (0.11478701961513993) | > loss_disc_real_1: 0.19322773814201355 (0.2009776141320434) | > loss_disc_real_2: 0.26218706369400024 (0.21447344980785776) | > loss_disc_real_3: 0.2427738457918167 (0.22028305353683847) | > loss_disc_real_4: 0.22267307341098785 (0.21188296844190527) | > loss_disc_real_5: 0.23587621748447418 (0.21098840522153356) | > loss_0: 2.2647500038146973 (2.2506360088553374) | > grad_norm_0: tensor(13.0540, device='cuda:0') (tensor(16.3566, device='cuda:0')) | > loss_gen: 2.6661651134490967 (2.634528136698999) | > loss_kl: 1.4786614179611206 (1.58700516123638) | > loss_feat: 7.073681354522705 (7.295600621499748) | > loss_mel: 19.67780303955078 (20.40215090279266) | > loss_duration: 2.194713592529297 (2.117012132551069) | > loss_1: 33.09102249145508 (34.03629682665676) | > grad_norm_1: tensor(57.9622, device='cuda:0') (tensor(183.7081, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3983 (0.3654796152471382) | > loader_time: 0.0055 (0.004003080252175021)  --> TIME: 2024-06-10 18:07:45 -- STEP: 239/330 -- GLOBAL_STEP: 112000 | > loss_disc: 2.722094774246216 (2.241762301413085) | > loss_disc_real_0: 0.12681299448013306 (0.11260045764024788) | > loss_disc_real_1: 0.23268850147724152 (0.20072178997754056) | > loss_disc_real_2: 0.26406383514404297 (0.21458913298580934) | > loss_disc_real_3: 0.23196539282798767 (0.21901495648727257) | > loss_disc_real_4: 0.3952389359474182 (0.20884201526018367) | > loss_disc_real_5: 0.20974189043045044 (0.2109150674552598) | > loss_0: 2.722094774246216 (2.241762301413085) | > grad_norm_0: tensor(56.4593, device='cuda:0') (tensor(17.9880, device='cuda:0')) | > loss_gen: 2.7800941467285156 (2.6599003530446454) | > loss_kl: 1.61642324924469 (1.583759167703126) | > loss_feat: 7.982990264892578 (7.359712656571776) | > loss_mel: 20.031673431396484 (20.38846995940267) | > loss_duration: 2.134559392929077 (2.1235915871344866) | > loss_1: 34.54574203491211 (34.11543360115596) | > grad_norm_1: tensor(157.9432, device='cuda:0') (tensor(188.5998, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.3998 (0.36974484551401815) | > loader_time: 0.0054 (0.004145597314236056) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_112000.pth  --> TIME: 2024-06-10 18:08:01 -- STEP: 264/330 -- GLOBAL_STEP: 112025 | > loss_disc: 2.3657736778259277 (2.2453654449094427) | > loss_disc_real_0: 0.07758231461048126 (0.11131129068124926) | > loss_disc_real_1: 0.22071366012096405 (0.2006471877861204) | > loss_disc_real_2: 0.2416272908449173 (0.21503626526982492) | > loss_disc_real_3: 0.20001690089702606 (0.21967680137040038) | > loss_disc_real_4: 0.18321722745895386 (0.21074757598001848) | > loss_disc_real_5: 0.17183665931224823 (0.21121949194507164) | > loss_0: 2.3657736778259277 (2.2453654449094427) | > grad_norm_0: tensor(57.9961, device='cuda:0') (tensor(19.5826, device='cuda:0')) | > loss_gen: 2.3453166484832764 (2.6623242289730995) | > loss_kl: 1.7124366760253906 (1.5845097827188899) | > loss_feat: 6.843362331390381 (7.370000087853634) | > loss_mel: 18.93073081970215 (20.34237829844156) | > loss_duration: 2.2282183170318604 (2.1295648330088834) | > loss_1: 32.06006622314453 (34.08877713752517) | > grad_norm_1: tensor(478.8607, device='cuda:0') (tensor(197.0127, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.423 (0.37453871875098255) | > loader_time: 0.0061 (0.00429258111751441)  --> TIME: 2024-06-10 18:08:12 -- STEP: 289/330 -- GLOBAL_STEP: 112050 | > loss_disc: 2.31770920753479 (2.247850703120644) | > loss_disc_real_0: 0.12397539615631104 (0.11195273649682223) | > loss_disc_real_1: 0.24251258373260498 (0.2009212703131474) | > loss_disc_real_2: 0.2459111362695694 (0.21414736825908337) | > loss_disc_real_3: 0.22121582925319672 (0.21998884309740624) | > loss_disc_real_4: 0.2091507464647293 (0.2113885294555793) | > loss_disc_real_5: 0.19461071491241455 (0.21100000789627485) | > loss_0: 2.31770920753479 (2.247850703120644) | > grad_norm_0: tensor(17.3618, device='cuda:0') (tensor(19.3778, device='cuda:0')) | > loss_gen: 2.6569159030914307 (2.6562500016499557) | > loss_kl: 1.5493730306625366 (1.5831681362072905) | > loss_feat: 6.9291090965271 (7.370019785673148) | > loss_mel: 19.165756225585938 (20.29100766561435) | > loss_duration: 2.266756534576416 (2.1374501319905073) | > loss_1: 32.567909240722656 (34.037895592026246) | > grad_norm_1: tensor(201.1411, device='cuda:0') (tensor(199.1135, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.4363 (0.379303361305316) | > loader_time: 0.0063 (0.0044466756206895264)  --> TIME: 2024-06-10 18:08:24 -- STEP: 314/330 -- GLOBAL_STEP: 112075 | > loss_disc: 2.162231922149658 (2.250562031177959) | > loss_disc_real_0: 0.13788361847400665 (0.113235384451261) | > loss_disc_real_1: 0.25770917534828186 (0.20157634163168575) | > loss_disc_real_2: 0.21223877370357513 (0.2144065676790893) | > loss_disc_real_3: 0.19130951166152954 (0.2201160941344158) | > loss_disc_real_4: 0.20544539391994476 (0.21193542537890422) | > loss_disc_real_5: 0.2140333652496338 (0.21112924292209043) | > loss_0: 2.162231922149658 (2.250562031177959) | > grad_norm_0: tensor(9.9321, device='cuda:0') (tensor(19.0703, device='cuda:0')) | > loss_gen: 2.6315107345581055 (2.653375416804272) | > loss_kl: 1.687549114227295 (1.5859372258945643) | > loss_feat: 7.469976425170898 (7.386150384404857) | > loss_mel: 19.845638275146484 (20.251000890306603) | > loss_duration: 2.317016363143921 (2.1487852726013044) | > loss_1: 33.951690673828125 (34.02524909244224) | > grad_norm_1: tensor(145.5256, device='cuda:0') (tensor(201.0780, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.5257 (0.38757816014016516) | > loader_time: 0.0079 (0.004640510127802565)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0092406272888184 (2.0092406272888184) | > loss_disc_real_0: 0.1669061779975891 (0.1669061779975891) | > loss_disc_real_1: 0.21418167650699615 (0.21418167650699615) | > loss_disc_real_2: 0.22411806881427765 (0.22411806881427765) | > loss_disc_real_3: 0.14726462960243225 (0.14726462960243225) | > loss_disc_real_4: 0.12795023620128632 (0.12795023620128632) | > loss_disc_real_5: 0.1149337962269783 (0.1149337962269783) | > loss_0: 2.0092406272888184 (2.0092406272888184) | > loss_gen: 2.5539462566375732 (2.5539462566375732) | > loss_kl: 2.0522847175598145 (2.0522847175598145) | > loss_feat: 7.25806999206543 (7.25806999206543) | > loss_mel: 19.13709831237793 (19.13709831237793) | > loss_duration: 2.873155117034912 (2.873155117034912) | > loss_1: 33.87455368041992 (33.87455368041992)  --> STEP: 1 | > loss_disc: 2.1809778213500977 (2.1809778213500977) | > loss_disc_real_0: 0.12395583093166351 (0.12395583093166351) | > loss_disc_real_1: 0.1911320835351944 (0.1911320835351944) | > loss_disc_real_2: 0.2532777190208435 (0.2532777190208435) | > loss_disc_real_3: 0.25781628489494324 (0.25781628489494324) | > loss_disc_real_4: 0.26218026876449585 (0.26218026876449585) | > loss_disc_real_5: 0.20830857753753662 (0.20830857753753662) | > loss_0: 2.1809778213500977 (2.1809778213500977) | > loss_gen: 2.6824231147766113 (2.6824231147766113) | > loss_kl: 1.9265366792678833 (1.9265366792678833) | > loss_feat: 5.680088043212891 (5.680088043212891) | > loss_mel: 20.699310302734375 (20.699310302734375) | > loss_duration: 2.3589415550231934 (2.3589415550231934) | > loss_1: 33.34729766845703 (33.34729766845703)  --> STEP: 2 | > loss_disc: 2.341407060623169 (2.2611924409866333) | > loss_disc_real_0: 0.09249205887317657 (0.10822394490242004) | > loss_disc_real_1: 0.25463590025901794 (0.22288399189710617) | > loss_disc_real_2: 0.2861047387123108 (0.26969122886657715) | > loss_disc_real_3: 0.27460798621177673 (0.26621213555336) | > loss_disc_real_4: 0.22129452228546143 (0.24173739552497864) | > loss_disc_real_5: 0.25825172662734985 (0.23328015208244324) | > loss_0: 2.341407060623169 (2.2611924409866333) | > loss_gen: 2.616943120956421 (2.649683117866516) | > loss_kl: 1.571210265159607 (1.7488734722137451) | > loss_feat: 5.8381147384643555 (5.759101390838623) | > loss_mel: 21.417131423950195 (21.058220863342285) | > loss_duration: 2.3632044792175293 (2.3610730171203613) | > loss_1: 33.806602478027344 (33.57695007324219)  --> STEP: 3 | > loss_disc: 2.4298367500305176 (2.317407210667928) | > loss_disc_real_0: 0.08703102171421051 (0.10115963717301686) | > loss_disc_real_1: 0.2131112515926361 (0.21962641179561615) | > loss_disc_real_2: 0.3412104845046997 (0.29353098074595135) | > loss_disc_real_3: 0.28975388407707214 (0.27405938506126404) | > loss_disc_real_4: 0.2766168713569641 (0.2533638874689738) | > loss_disc_real_5: 0.257154643535614 (0.24123831590016684) | > loss_0: 2.4298367500305176 (2.317407210667928) | > loss_gen: 2.857996702194214 (2.719120979309082) | > loss_kl: 2.3445217609405518 (1.9474229017893474) | > loss_feat: 7.381951332092285 (6.300051371256511) | > loss_mel: 20.554500579833984 (20.89031410217285) | > loss_duration: 2.2350821495056152 (2.3190760612487793) | > loss_1: 35.37405014038086 (34.17598342895508)  --> STEP: 4 | > loss_disc: 1.9596068859100342 (2.2279571294784546) | > loss_disc_real_0: 0.12143026292324066 (0.10622729361057281) | > loss_disc_real_1: 0.23241518437862396 (0.2228236049413681) | > loss_disc_real_2: 0.30430367588996887 (0.2962241545319557) | > loss_disc_real_3: 0.21945258975028992 (0.2604076862335205) | > loss_disc_real_4: 0.17866526544094086 (0.23468923196196556) | > loss_disc_real_5: 0.1793072372674942 (0.22575554624199867) | > loss_0: 1.9596068859100342 (2.2279571294784546) | > loss_gen: 3.2449841499328613 (2.850586771965027) | > loss_kl: 2.236405372619629 (2.0196685194969177) | > loss_feat: 7.786366939544678 (6.671630263328552) | > loss_mel: 20.017793655395508 (20.672183990478516) | > loss_duration: 2.2578859329223633 (2.3037785291671753) | > loss_1: 35.543434143066406 (34.51784610748291)  --> STEP: 5 | > loss_disc: 2.261899709701538 (2.234745645523071) | > loss_disc_real_0: 0.08318835496902466 (0.10161950588226318) | > loss_disc_real_1: 0.27144527435302734 (0.23254793882369995) | > loss_disc_real_2: 0.30911460518836975 (0.2988022446632385) | > loss_disc_real_3: 0.24213062226772308 (0.256752273440361) | > loss_disc_real_4: 0.1708567589521408 (0.22192273736000062) | > loss_disc_real_5: 0.16684575378894806 (0.21397358775138856) | > loss_0: 2.261899709701538 (2.234745645523071) | > loss_gen: 2.5878520011901855 (2.7980398178100585) | > loss_kl: 1.800830364227295 (1.9759008884429932) | > loss_feat: 7.417011260986328 (6.820706462860107) | > loss_mel: 21.992055892944336 (20.93615837097168) | > loss_duration: 2.3639423847198486 (2.31581130027771) | > loss_1: 36.16168975830078 (34.846614837646484)  --> STEP: 6 | > loss_disc: 2.282756805419922 (2.24274750550588) | > loss_disc_real_0: 0.18410378694534302 (0.11536688605944316) | > loss_disc_real_1: 0.21240276098251343 (0.2291904091835022) | > loss_disc_real_2: 0.315025269985199 (0.3015060822168986) | > loss_disc_real_3: 0.2790658175945282 (0.26047119746605557) | > loss_disc_real_4: 0.2482805848121643 (0.22631571193536124) | > loss_disc_real_5: 0.2869533896446228 (0.22613688806692758) | > loss_0: 2.282756805419922 (2.24274750550588) | > loss_gen: 3.0736184120178223 (2.8439695835113525) | > loss_kl: 2.0170626640319824 (1.9827611843744914) | > loss_feat: 5.890924453735352 (6.665742794672648) | > loss_mel: 20.632715225219727 (20.885584513346355) | > loss_duration: 2.097654342651367 (2.2794518073399863) | > loss_1: 33.71197509765625 (34.65750821431478)  --> STEP: 7 | > loss_disc: 2.352268695831299 (2.2583933898380826) | > loss_disc_real_0: 0.1541750431060791 (0.12091090849467687) | > loss_disc_real_1: 0.2901454269886017 (0.23789826886994497) | > loss_disc_real_2: 0.2838274836540222 (0.2989805681364877) | > loss_disc_real_3: 0.23772692680358887 (0.25722201594284605) | > loss_disc_real_4: 0.22264230251312256 (0.2257909391607557) | > loss_disc_real_5: 0.22807858884334564 (0.22641427389213017) | > loss_0: 2.352268695831299 (2.2583933898380826) | > loss_gen: 2.7976229190826416 (2.837348631450108) | > loss_kl: 2.488638162612915 (2.0550293241228377) | > loss_feat: 6.588712215423584 (6.654738426208496) | > loss_mel: 19.62789535522461 (20.705914633614675) | > loss_duration: 2.3940882682800293 (2.2958284446171353) | > loss_1: 33.89695739746094 (34.54885809762137)  --> STEP: 8 | > loss_disc: 2.1733055114746094 (2.2477574050426483) | > loss_disc_real_0: 0.11292163282632828 (0.11991224903613329) | > loss_disc_real_1: 0.30339163541793823 (0.24608493968844414) | > loss_disc_real_2: 0.19326205551624298 (0.2857657540589571) | > loss_disc_real_3: 0.20701639354228973 (0.2509463131427765) | > loss_disc_real_4: 0.16320021450519562 (0.2179670985788107) | > loss_disc_real_5: 0.14329318702220917 (0.21602413803339005) | > loss_0: 2.1733055114746094 (2.2477574050426483) | > loss_gen: 2.5724363327026367 (2.804234594106674) | > loss_kl: 2.072993040084839 (2.0572747886180878) | > loss_feat: 9.221179008483887 (6.97554349899292) | > loss_mel: 22.131933212280273 (20.884166955947876) | > loss_duration: 2.157012462615967 (2.278476446866989) | > loss_1: 38.155555725097656 (34.99969530105591)  --> STEP: 9 | > loss_disc: 2.3779354095458984 (2.2622216277652316) | > loss_disc_real_0: 0.2147141396999359 (0.13044579244322246) | > loss_disc_real_1: 0.2159997671842575 (0.2427421427435345) | > loss_disc_real_2: 0.4423385560512543 (0.30316273205810124) | > loss_disc_real_3: 0.2665580213069916 (0.2526809473832448) | > loss_disc_real_4: 0.1624796986579895 (0.21180183192094168) | > loss_disc_real_5: 0.22378438711166382 (0.21688638793097603) | > loss_0: 2.3779354095458984 (2.2622216277652316) | > loss_gen: 2.810196876525879 (2.8048970699310303) | > loss_kl: 1.780820369720459 (2.0265576309627957) | > loss_feat: 8.237963676452637 (7.115812407599555) | > loss_mel: 22.80146598815918 (21.09720018174913) | > loss_duration: 2.1041712760925293 (2.259109205669827) | > loss_1: 37.734619140625 (35.3035757276747)  --> STEP: 10 | > loss_disc: 2.373955249786377 (2.273394989967346) | > loss_disc_real_0: 0.09691337496042252 (0.12709255069494246) | > loss_disc_real_1: 0.2934497594833374 (0.2478129044175148) | > loss_disc_real_2: 0.3297840356826782 (0.30582486242055895) | > loss_disc_real_3: 0.28380337357521057 (0.2557931900024414) | > loss_disc_real_4: 0.2715333104133606 (0.21777497977018356) | > loss_disc_real_5: 0.2697509527206421 (0.22217284440994262) | > loss_0: 2.373955249786377 (2.273394989967346) | > loss_gen: 2.830310344696045 (2.8074383974075316) | > loss_kl: 1.4089610576629639 (1.9647979736328125) | > loss_feat: 4.744387149810791 (6.878669881820679) | > loss_mel: 18.928565979003906 (20.88033676147461) | > loss_duration: 2.2156171798706055 (2.254760003089905) | > loss_1: 30.12784194946289 (34.78600234985352)  --> STEP: 11 | > loss_disc: 2.580662727355957 (2.301328420639038) | > loss_disc_real_0: 0.16520315408706665 (0.1305571510033174) | > loss_disc_real_1: 0.20118507742881775 (0.24357401105490598) | > loss_disc_real_2: 0.43842893838882446 (0.31787977841767395) | > loss_disc_real_3: 0.26604917645454407 (0.25672555240717804) | > loss_disc_real_4: 0.2580964267253876 (0.2214405658570203) | > loss_disc_real_5: 0.23930001258850098 (0.22372985969890247) | > loss_0: 2.580662727355957 (2.301328420639038) | > loss_gen: 2.720245122909546 (2.799511736089533) | > loss_kl: 1.9705660343170166 (1.9653223427859219) | > loss_feat: 7.3697509765625 (6.923313617706299) | > loss_mel: 19.79709815979004 (20.781860524957832) | > loss_duration: 2.4325687885284424 (2.270924438129772) | > loss_1: 34.29022979736328 (34.740932117808946)  --> STEP: 12 | > loss_disc: 2.1689066886901855 (2.290293276309967) | > loss_disc_real_0: 0.06962629407644272 (0.12547957959274453) | > loss_disc_real_1: 0.24569520354270935 (0.24375077709555626) | > loss_disc_real_2: 0.2234455794095993 (0.3100102618336677) | > loss_disc_real_3: 0.22180144488811493 (0.2538152101139228) | > loss_disc_real_4: 0.1341133564710617 (0.2141632984081904) | > loss_disc_real_5: 0.16138727962970734 (0.21853464469313622) | > loss_0: 2.1689066886901855 (2.290293276309967) | > loss_gen: 2.556060552597046 (2.779224137465159) | > loss_kl: 1.824446439743042 (1.9535826841990154) | > loss_feat: 8.124587059020996 (7.023419737815857) | > loss_mel: 21.95376205444336 (20.879518985748295) | > loss_duration: 2.168670415878296 (2.2624032696088157) | > loss_1: 36.627525329589844 (34.89814821879069)  --> STEP: 13 | > loss_disc: 2.2279062271118164 (2.285494272525494) | > loss_disc_real_0: 0.11282327026128769 (0.12450601733647862) | > loss_disc_real_1: 0.31001126766204834 (0.24884773790836334) | > loss_disc_real_2: 0.24993810057640076 (0.30538932635233945) | > loss_disc_real_3: 0.2351890355348587 (0.25238242745399475) | > loss_disc_real_4: 0.2081715613603592 (0.21370239555835724) | > loss_disc_real_5: 0.20400165021419525 (0.21741672204090998) | > loss_0: 2.2279062271118164 (2.285494272525494) | > loss_gen: 2.824246883392334 (2.7826874256134033) | > loss_kl: 2.0306236743927 (1.9595089142139142) | > loss_feat: 7.352908611297607 (7.0487650357759914) | > loss_mel: 19.866981506347656 (20.801631487332862) | > loss_duration: 2.1099982261657715 (2.2506798047285814) | > loss_1: 34.184757232666016 (34.84327198908879)  --> STEP: 14 | > loss_disc: 1.9706357717514038 (2.2630043796130592) | > loss_disc_real_0: 0.08106082677841187 (0.12140278943947384) | > loss_disc_real_1: 0.15796183049678802 (0.2423558873789651) | > loss_disc_real_2: 0.29982736706733704 (0.30499204354626785) | > loss_disc_real_3: 0.24649855494499207 (0.2519621508462088) | > loss_disc_real_4: 0.18000906705856323 (0.21129572923694337) | > loss_disc_real_5: 0.17090041935443878 (0.21409412899187633) | > loss_0: 1.9706357717514038 (2.2630043796130592) | > loss_gen: 2.876628875732422 (2.7893975291933333) | > loss_kl: 2.505323886871338 (1.9984956979751587) | > loss_feat: 8.651623725891113 (7.163254942212786) | > loss_mel: 22.548614501953125 (20.926415988377165) | > loss_duration: 2.3665599822998047 (2.258956960269383) | > loss_1: 38.948753356933594 (35.13652065822056)  --> STEP: 15 | > loss_disc: 2.5653493404388428 (2.2831607103347777) | > loss_disc_real_0: 0.06597626209259033 (0.11770768761634828) | > loss_disc_real_1: 0.2135370373725891 (0.24043463071187338) | > loss_disc_real_2: 0.20010781288146973 (0.29799976150194796) | > loss_disc_real_3: 0.2906566560268402 (0.25454178452491755) | > loss_disc_real_4: 0.20118336379528046 (0.21062157154083253) | > loss_disc_real_5: 0.2711726427078247 (0.2178993632396062) | > loss_0: 2.5653493404388428 (2.2831607103347777) | > loss_gen: 2.118932008743286 (2.7446998278299968) | > loss_kl: 2.139366626739502 (2.007887093226115) | > loss_feat: 5.738223075866699 (7.0682528177897135) | > loss_mel: 18.80548095703125 (20.785020319620774) | > loss_duration: 2.2333617210388184 (2.2572506109873456) | > loss_1: 31.03536605834961 (34.8631103515625)  --> STEP: 16 | > loss_disc: 2.3543248176574707 (2.287608467042446) | > loss_disc_real_0: 0.11993415653705597 (0.11784684192389251) | > loss_disc_real_1: 0.36319753527641296 (0.2481073122471571) | > loss_disc_real_2: 0.2957793176174164 (0.29786098375916475) | > loss_disc_real_3: 0.3216475248336792 (0.25873589329421515) | > loss_disc_real_4: 0.3012181222438812 (0.21628385595977306) | > loss_disc_real_5: 0.2355719953775406 (0.21900390274822712) | > loss_0: 2.3543248176574707 (2.287608467042446) | > loss_gen: 3.092590808868408 (2.7664430141448975) | > loss_kl: 1.654535174369812 (1.985802598297596) | > loss_feat: 8.25147819519043 (7.142204403877258) | > loss_mel: 20.335725784301758 (20.756939411163334) | > loss_duration: 2.3304378986358643 (2.261824816465378) | > loss_1: 35.66476821899414 (34.91321396827698)  --> STEP: 17 | > loss_disc: 2.7177114486694336 (2.312908642432269) | > loss_disc_real_0: 0.16441869735717773 (0.12058636283173281) | > loss_disc_real_1: 0.35913679003715515 (0.2546384579995099) | > loss_disc_real_2: 0.27615201473236084 (0.2965839855811175) | > loss_disc_real_3: 0.33719709515571594 (0.26335125810959753) | > loss_disc_real_4: 0.3233271837234497 (0.22258052229881287) | > loss_disc_real_5: 0.33057740330696106 (0.22556704983991735) | > loss_0: 2.7177114486694336 (2.312908642432269) | > loss_gen: 2.522528648376465 (2.752095110276166) | > loss_kl: 1.5465843677520752 (1.9599662317949182) | > loss_feat: 4.397912502288818 (6.980775468489703) | > loss_mel: 19.01004981994629 (20.65418119991527) | > loss_duration: 2.3371968269348145 (2.2662584641400505) | > loss_1: 29.814273834228516 (34.61327631333295)  --> STEP: 18 | > loss_disc: 2.3494770526885986 (2.314940220779843) | > loss_disc_real_0: 0.12104129791259766 (0.12061163700289196) | > loss_disc_real_1: 0.20313911139965057 (0.25177738318840664) | > loss_disc_real_2: 0.43826282024383545 (0.30445503195126844) | > loss_disc_real_3: 0.2332667112350464 (0.2616798943943447) | > loss_disc_real_4: 0.1807115525007248 (0.2202544684211413) | > loss_disc_real_5: 0.12637652456760406 (0.2200564651025666) | > loss_0: 2.3494770526885986 (2.314940220779843) | > loss_gen: 2.8494629859924316 (2.7575044367048474) | > loss_kl: 2.494018077850342 (1.9896357787979975) | > loss_feat: 8.84754753112793 (7.08448502752516) | > loss_mel: 20.733638763427734 (20.658595508999298) | > loss_duration: 2.263883590698242 (2.266126526726617) | > loss_1: 37.18855285644531 (34.756347232394745)  --> STEP: 19 | > loss_disc: 2.374330759048462 (2.318066038583454) | > loss_disc_real_0: 0.09934604912996292 (0.1194923955358957) | > loss_disc_real_1: 0.22953535616397858 (0.2506067501871209) | > loss_disc_real_2: 0.3567144572734833 (0.30720552802085865) | > loss_disc_real_3: 0.2679463028907776 (0.2620097053678412) | > loss_disc_real_4: 0.23256316781044006 (0.22090229470478862) | > loss_disc_real_5: 0.18311621248722076 (0.2181122412807063) | > loss_0: 2.374330759048462 (2.318066038583454) | > loss_gen: 2.433292865753174 (2.740440669812654) | > loss_kl: 1.765855073928833 (1.977857846962778) | > loss_feat: 5.528052806854248 (7.002567542226691) | > loss_mel: 17.43364715576172 (20.488861385144688) | > loss_duration: 2.2841906547546387 (2.267077270307039) | > loss_1: 29.445037841796875 (34.476804632889596)  --> STEP: 20 | > loss_disc: 2.3114676475524902 (2.317736119031906) | > loss_disc_real_0: 0.07324613630771637 (0.11718008257448673) | > loss_disc_real_1: 0.20032565295696259 (0.248092695325613) | > loss_disc_real_2: 0.2747648060321808 (0.30558349192142475) | > loss_disc_real_3: 0.2734981179237366 (0.26258412599563596) | > loss_disc_real_4: 0.29624417424201965 (0.22466938868165015) | > loss_disc_real_5: 0.3537081480026245 (0.2248920366168022) | > loss_0: 2.3114676475524902 (2.317736119031906) | > loss_gen: 2.8982346057891846 (2.748330366611481) | > loss_kl: 2.0327258110046387 (1.9806012451648711) | > loss_feat: 7.181732654571533 (7.011525797843933) | > loss_mel: 20.867080688476562 (20.50777235031128) | > loss_duration: 2.342136859893799 (2.270830249786377) | > loss_1: 35.3219108581543 (34.51905994415283)  --> STEP: 21 | > loss_disc: 2.232269763946533 (2.3136662925992693) | > loss_disc_real_0: 0.10796809196472168 (0.1167414163549741) | > loss_disc_real_1: 0.2696572244167328 (0.24911957766328538) | > loss_disc_real_2: 0.2109808325767517 (0.30107860338120224) | > loss_disc_real_3: 0.2557632327079773 (0.2622593215533665) | > loss_disc_real_4: 0.20197997987270355 (0.2235889406431289) | > loss_disc_real_5: 0.18496322631835938 (0.22299066469782874) | > loss_0: 2.232269763946533 (2.3136662925992693) | > loss_gen: 2.662491798400879 (2.7442428157443093) | > loss_kl: 2.0794880390167236 (1.9853101401101976) | > loss_feat: 5.6632256507873535 (6.947321028936477) | > loss_mel: 16.430255889892578 (20.313604899815154) | > loss_duration: 2.130478858947754 (2.264146850222633) | > loss_1: 28.965938568115234 (34.254625592912944)  --> STEP: 22 | > loss_disc: 2.3202905654907227 (2.3139673959125173) | > loss_disc_real_0: 0.14412826299667358 (0.1179862730205059) | > loss_disc_real_1: 0.32419848442077637 (0.25253225524317136) | > loss_disc_real_2: 0.22921361029148102 (0.29781201278621494) | > loss_disc_real_3: 0.27819955348968506 (0.2629838775504719) | > loss_disc_real_4: 0.2166166454553604 (0.22327201813459396) | > loss_disc_real_5: 0.1899828463792801 (0.2214903093197129) | > loss_0: 2.3202905654907227 (2.3139673959125173) | > loss_gen: 2.7538340091705322 (2.7446787790818648) | > loss_kl: 2.020493507385254 (1.9869093840772456) | > loss_feat: 6.8851447105407715 (6.944494832645763) | > loss_mel: 21.35083770751953 (20.360751845619898) | > loss_duration: 2.146437168121338 (2.2587964101271196) | > loss_1: 35.1567497253418 (34.29563123529608)  --> STEP: 23 | > loss_disc: 2.0549283027648926 (2.302704826645229) | > loss_disc_real_0: 0.15557175874710083 (0.11962042457383612) | > loss_disc_real_1: 0.2587178349494934 (0.2528011934912723) | > loss_disc_real_2: 0.19198516011238098 (0.29321084527865693) | > loss_disc_real_3: 0.19967971742153168 (0.26023152276225714) | > loss_disc_real_4: 0.2920567989349365 (0.22626266077808713) | > loss_disc_real_5: 0.23520952463150024 (0.2220867969419645) | > loss_0: 2.0549283027648926 (2.302704826645229) | > loss_gen: 2.9280009269714355 (2.7526493072509766) | > loss_kl: 2.36163330078125 (2.0032017282817676) | > loss_feat: 8.652788162231445 (7.0187684556712275) | > loss_mel: 20.25159454345703 (20.356005875960644) | > loss_duration: 2.261620044708252 (2.2589191768480386) | > loss_1: 36.45563507080078 (34.389544445535414)  --> STEP: 24 | > loss_disc: 2.2599146366119385 (2.3009219020605087) | > loss_disc_real_0: 0.06300024688243866 (0.11726125050336123) | > loss_disc_real_1: 0.20368051528930664 (0.25075449856619036) | > loss_disc_real_2: 0.19347980618476868 (0.28905538531641156) | > loss_disc_real_3: 0.28970029950141907 (0.2614593884597222) | > loss_disc_real_4: 0.3148607611656189 (0.22995424829423428) | > loss_disc_real_5: 0.37966179847717285 (0.22865242200593153) | > loss_0: 2.2599146366119385 (2.3009219020605087) | > loss_gen: 2.8854734897613525 (2.758183648188909) | > loss_kl: 2.101123571395874 (2.0072818050781884) | > loss_feat: 7.041855812072754 (7.019730428854625) | > loss_mel: 21.3104248046875 (20.395773331324264) | > loss_duration: 2.403850555419922 (2.2649579842885337) | > loss_1: 35.74272918701172 (34.44592714309693)  --> STEP: 25 | > loss_disc: 2.710239887237549 (2.3172946214675902) | > loss_disc_real_0: 0.19006606936454773 (0.12017344325780868) | > loss_disc_real_1: 0.33818361163139343 (0.2542516630887985) | > loss_disc_real_2: 0.40010881423950195 (0.2934975224733352) | > loss_disc_real_3: 0.2979409396648407 (0.26291865050792695) | > loss_disc_real_4: 0.2844163775444031 (0.23213273346424101) | > loss_disc_real_5: 0.2988699674606323 (0.23146112382411957) | > loss_0: 2.710239887237549 (2.3172946214675902) | > loss_gen: 2.7861855030059814 (2.759303722381592) | > loss_kl: 2.038121461868286 (2.0085153913497926) | > loss_feat: 6.175089359283447 (6.985944786071777) | > loss_mel: 17.971878051757812 (20.298817520141608) | > loss_duration: 2.346435070037842 (2.268217067718506) | > loss_1: 31.317710876464844 (34.32079849243165)  --> STEP: 26 | > loss_disc: 2.7764174938201904 (2.334953193481152) | > loss_disc_real_0: 0.15911710262298584 (0.1216712763103155) | > loss_disc_real_1: 0.31950002908706665 (0.2567612156271934) | > loss_disc_real_2: 0.29725220799446106 (0.293641933454917) | > loss_disc_real_3: 0.3327206075191498 (0.26560334116220474) | > loss_disc_real_4: 0.26626715064048767 (0.23344559566332743) | > loss_disc_real_5: 0.34660637378692627 (0.23588978728422752) | > loss_0: 2.7764174938201904 (2.334953193481152) | > loss_gen: 2.265011787414551 (2.740292494113629) | > loss_kl: 2.2720136642456055 (2.018649940307324) | > loss_feat: 4.3931169509887695 (6.8862206385685845) | > loss_mel: 11.127215385437012 (19.946063591883743) | > loss_duration: 2.3024439811706543 (2.2695334874666653) | > loss_1: 22.35980224609375 (33.86076017526481) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023170893008892346 (-4.4703483581543836e-05) | > avg_loss_disc: 2.334953193481152 (+0.003373613724341862) | > avg_loss_disc_real_0: 0.1216712763103155 (+0.01862679278621307) | > avg_loss_disc_real_1: 0.2567612156271934 (-0.09203520130652659) | > avg_loss_disc_real_2: 0.293641933454917 (+0.02175127542935884) | > avg_loss_disc_real_3: 0.26560334116220474 (-0.003475705591531819) | > avg_loss_disc_real_4: 0.23344559566332743 (+0.009539209019679279) | > avg_loss_disc_real_5: 0.23588978728422752 (-0.039033933900869816) | > avg_loss_0: 2.334953193481152 (+0.003373613724341862) | > avg_loss_gen: 2.740292494113629 (-0.0893817498133731) | > avg_loss_kl: 2.018649940307324 (-0.0034094819655785535) | > avg_loss_feat: 6.8862206385685845 (-0.021640740908109635) | > avg_loss_mel: 19.946063591883743 (-0.6124865825359542) | > avg_loss_duration: 2.2695334874666653 (+0.008190265068640734) | > avg_loss_1: 33.86076017526481 (-0.718728285569405)  > EPOCH: 73/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:08:52)   --> TIME: 2024-06-10 18:08:56 -- STEP: 9/330 -- GLOBAL_STEP: 112100 | > loss_disc: 2.352231502532959 (2.286879883872138) | > loss_disc_real_0: 0.11048504710197449 (0.11985212067763011) | > loss_disc_real_1: 0.21776263415813446 (0.21381535132726034) | > loss_disc_real_2: 0.24615123867988586 (0.21394599808586967) | > loss_disc_real_3: 0.23331861197948456 (0.21949797040886349) | > loss_disc_real_4: 0.22326025366783142 (0.21703605519400704) | > loss_disc_real_5: 0.21248851716518402 (0.22080777751074898) | > loss_0: 2.352231502532959 (2.286879883872138) | > grad_norm_0: tensor(11.2960, device='cuda:0') (tensor(7.4028, device='cuda:0')) | > loss_gen: 2.4584858417510986 (2.567318412992689) | > loss_kl: 1.4394458532333374 (1.560715741581387) | > loss_feat: 6.2360687255859375 (6.642992284562853) | > loss_mel: 20.649057388305664 (20.710864384969074) | > loss_duration: 2.2376508712768555 (2.3213133811950684) | > loss_1: 33.02070999145508 (33.80320485432943) | > grad_norm_1: tensor(52.5381, device='cuda:0') (tensor(73.1775, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3259 (0.3314782248602973) | > loader_time: 0.0029 (0.003164874182807075)  --> TIME: 2024-06-10 18:09:04 -- STEP: 34/330 -- GLOBAL_STEP: 112125 | > loss_disc: 2.333850860595703 (2.265989619142869) | > loss_disc_real_0: 0.09751323610544205 (0.11986218568156748) | > loss_disc_real_1: 0.220527783036232 (0.2088871129295405) | > loss_disc_real_2: 0.22821713984012604 (0.2146007322213229) | > loss_disc_real_3: 0.2565751075744629 (0.22311053731862238) | > loss_disc_real_4: 0.23570312559604645 (0.21194043054300196) | > loss_disc_real_5: 0.22739891707897186 (0.2089131864554742) | > loss_0: 2.333850860595703 (2.265989619142869) | > grad_norm_0: tensor(9.6344, device='cuda:0') (tensor(9.5487, device='cuda:0')) | > loss_gen: 2.605668783187866 (2.610830496339237) | > loss_kl: 1.9431073665618896 (1.6139919722781462) | > loss_feat: 7.248466491699219 (6.95668046614703) | > loss_mel: 20.815576553344727 (20.408873670241412) | > loss_duration: 2.14599609375 (2.1694487157989952) | > loss_1: 34.75881576538086 (33.75982520159553) | > grad_norm_1: tensor(55.6689, device='cuda:0') (tensor(101.2759, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.342 (0.33661868992973776) | > loader_time: 0.0032 (0.0032319321351892806)  --> TIME: 2024-06-10 18:09:13 -- STEP: 59/330 -- GLOBAL_STEP: 112150 | > loss_disc: 2.167973041534424 (2.255689911923167) | > loss_disc_real_0: 0.07937746495008469 (0.1158658331733639) | > loss_disc_real_1: 0.24137522280216217 (0.20680291925446462) | > loss_disc_real_2: 0.19402775168418884 (0.21475598165544413) | > loss_disc_real_3: 0.222124382853508 (0.22271746043431556) | > loss_disc_real_4: 0.21354243159294128 (0.21220732720221502) | > loss_disc_real_5: 0.21583737432956696 (0.21072018020233865) | > loss_0: 2.167973041534424 (2.255689911923167) | > grad_norm_0: tensor(6.9624, device='cuda:0') (tensor(11.2637, device='cuda:0')) | > loss_gen: 2.7228853702545166 (2.610018637220738) | > loss_kl: 1.5499225854873657 (1.60201255143699) | > loss_feat: 7.369134426116943 (7.063665616310249) | > loss_mel: 20.013744354248047 (20.386576442395235) | > loss_duration: 2.0441582202911377 (2.129893414044784) | > loss_1: 33.69984436035156 (33.79216656442415) | > grad_norm_1: tensor(215.9222, device='cuda:0') (tensor(140.8720, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3626 (0.33960629317720054) | > loader_time: 0.0041 (0.003310336905010676)  --> TIME: 2024-06-10 18:09:22 -- STEP: 84/330 -- GLOBAL_STEP: 112175 | > loss_disc: 2.2245731353759766 (2.2463659786042713) | > loss_disc_real_0: 0.11641416698694229 (0.11310763417610101) | > loss_disc_real_1: 0.17415383458137512 (0.20598636851424262) | > loss_disc_real_2: 0.2067684680223465 (0.21282322012952395) | > loss_disc_real_3: 0.23059619963169098 (0.21959785070447696) | > loss_disc_real_4: 0.22298148274421692 (0.2118029236083939) | > loss_disc_real_5: 0.2314199060201645 (0.2105791856135641) | > loss_0: 2.2245731353759766 (2.2463659786042713) | > grad_norm_0: tensor(8.7462, device='cuda:0') (tensor(11.6954, device='cuda:0')) | > loss_gen: 2.694103240966797 (2.608051555497306) | > loss_kl: 1.6322065591812134 (1.6113025687989735) | > loss_feat: 7.324547290802002 (7.152136235010056) | > loss_mel: 19.75343894958496 (20.407026699611123) | > loss_duration: 2.170973300933838 (2.1136068346954526) | > loss_1: 33.57527160644531 (33.89212394896009) | > grad_norm_1: tensor(271.2870, device='cuda:0') (tensor(163.5789, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3722 (0.34745122705187115) | > loader_time: 0.0039 (0.0034687036559695288)  --> TIME: 2024-06-10 18:09:32 -- STEP: 109/330 -- GLOBAL_STEP: 112200 | > loss_disc: 2.1619913578033447 (2.2426379339410625) | > loss_disc_real_0: 0.12031663954257965 (0.11334925780602552) | > loss_disc_real_1: 0.17659126222133636 (0.20404248500089034) | > loss_disc_real_2: 0.20753984153270721 (0.21257924896861435) | > loss_disc_real_3: 0.22178274393081665 (0.2192101276248967) | > loss_disc_real_4: 0.20347493886947632 (0.21034133953785678) | > loss_disc_real_5: 0.18879975378513336 (0.20931704520085537) | > loss_0: 2.1619913578033447 (2.2426379339410625) | > grad_norm_0: tensor(18.2340, device='cuda:0') (tensor(12.2177, device='cuda:0')) | > loss_gen: 2.7537360191345215 (2.6092652005886814) | > loss_kl: 1.5339393615722656 (1.6126013294272465) | > loss_feat: 7.839703559875488 (7.204082677123743) | > loss_mel: 20.50704002380371 (20.38129934258417) | > loss_duration: 2.036696672439575 (2.108103035786828) | > loss_1: 34.67111587524414 (33.915351657692455) | > grad_norm_1: tensor(258.8052, device='cuda:0') (tensor(173.3133, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3871 (0.35197024170411834) | > loader_time: 0.0044 (0.003608417073521045)  --> TIME: 2024-06-10 18:09:41 -- STEP: 134/330 -- GLOBAL_STEP: 112225 | > loss_disc: 2.0573458671569824 (2.2384547973746685) | > loss_disc_real_0: 0.10643031448125839 (0.11273524065071076) | > loss_disc_real_1: 0.2071884572505951 (0.20326135429873396) | > loss_disc_real_2: 0.1923382729291916 (0.21216289220906015) | > loss_disc_real_3: 0.17376381158828735 (0.21911867452201558) | > loss_disc_real_4: 0.1663476526737213 (0.20982909669627003) | > loss_disc_real_5: 0.13903139531612396 (0.20928847233750927) | > loss_0: 2.0573458671569824 (2.2384547973746685) | > grad_norm_0: tensor(6.9473, device='cuda:0') (tensor(12.8331, device='cuda:0')) | > loss_gen: 2.6192588806152344 (2.6161603536178815) | > loss_kl: 1.6341458559036255 (1.6086750875658065) | > loss_feat: 8.587432861328125 (7.241134067079914) | > loss_mel: 20.678279876708984 (20.429017849822543) | > loss_duration: 2.0937070846557617 (2.1071092699890692) | > loss_1: 35.61282730102539 (34.00209674550526) | > grad_norm_1: tensor(127.7333, device='cuda:0') (tensor(184.2247, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3652 (0.35640775445681894) | > loader_time: 0.0042 (0.0037872933629733412)  --> TIME: 2024-06-10 18:09:51 -- STEP: 159/330 -- GLOBAL_STEP: 112250 | > loss_disc: 2.2271151542663574 (2.236067491507381) | > loss_disc_real_0: 0.08907558023929596 (0.1133164183804824) | > loss_disc_real_1: 0.20482537150382996 (0.2017219714211218) | > loss_disc_real_2: 0.23220676183700562 (0.2122953957731619) | > loss_disc_real_3: 0.16830913722515106 (0.21783151060530226) | > loss_disc_real_4: 0.17271439731121063 (0.20960288705690852) | > loss_disc_real_5: 0.21243955194950104 (0.20917503591978326) | > loss_0: 2.2271151542663574 (2.236067491507381) | > grad_norm_0: tensor(22.9567, device='cuda:0') (tensor(13.7048, device='cuda:0')) | > loss_gen: 2.563000440597534 (2.6216180294564686) | > loss_kl: 1.5637778043746948 (1.6003030681010313) | > loss_feat: 7.597983360290527 (7.264196770746003) | > loss_mel: 20.352022171020508 (20.405809306498593) | > loss_duration: 2.088153839111328 (2.1068868554613123) | > loss_1: 34.16493606567383 (33.99881408499473) | > grad_norm_1: tensor(255.8423, device='cuda:0') (tensor(192.6671, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.362 (0.3593161001145463) | > loader_time: 0.0042 (0.0038669319272791065)  --> TIME: 2024-06-10 18:10:01 -- STEP: 184/330 -- GLOBAL_STEP: 112275 | > loss_disc: 2.2970664501190186 (2.238992334707924) | > loss_disc_real_0: 0.07707644999027252 (0.1136201198577233) | > loss_disc_real_1: 0.16748455166816711 (0.20128630449914414) | > loss_disc_real_2: 0.20147477090358734 (0.21267847133719403) | > loss_disc_real_3: 0.22045020759105682 (0.21910985462043597) | > loss_disc_real_4: 0.22427979111671448 (0.2104917608363473) | > loss_disc_real_5: 0.22788727283477783 (0.20960085523193298) | > loss_0: 2.2970664501190186 (2.238992334707924) | > grad_norm_0: tensor(20.3719, device='cuda:0') (tensor(15.1096, device='cuda:0')) | > loss_gen: 2.3929646015167236 (2.6272519153097402) | > loss_kl: 1.680968999862671 (1.596666649631832) | > loss_feat: 7.126404762268066 (7.28233291791833) | > loss_mel: 19.995168685913086 (20.39670081760573) | > loss_duration: 2.132765293121338 (2.111095718067625) | > loss_1: 33.32827377319336 (34.01404820317807) | > grad_norm_1: tensor(223.8714, device='cuda:0') (tensor(199.3964, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3752 (0.3615978282430898) | > loader_time: 0.0055 (0.003982033418572467)  --> TIME: 2024-06-10 18:10:10 -- STEP: 209/330 -- GLOBAL_STEP: 112300 | > loss_disc: 2.171790838241577 (2.239453841624649) | > loss_disc_real_0: 0.09587284177541733 (0.11400657986696257) | > loss_disc_real_1: 0.18648315966129303 (0.20245004662771546) | > loss_disc_real_2: 0.2054656445980072 (0.21334392231617247) | > loss_disc_real_3: 0.20901624858379364 (0.21858902803163208) | > loss_disc_real_4: 0.21708029508590698 (0.20954042944041165) | > loss_disc_real_5: 0.181134894490242 (0.2085010634655017) | > loss_0: 2.171790838241577 (2.239453841624649) | > grad_norm_0: tensor(20.9988, device='cuda:0') (tensor(15.6553, device='cuda:0')) | > loss_gen: 2.684967279434204 (2.6352042387547105) | > loss_kl: 1.5994418859481812 (1.6014590366034986) | > loss_feat: 7.008564472198486 (7.328228471381813) | > loss_mel: 19.95655059814453 (20.389966727443866) | > loss_duration: 2.1544322967529297 (2.115847930383452) | > loss_1: 33.403953552246094 (34.070706527198915) | > grad_norm_1: tensor(137.8703, device='cuda:0') (tensor(201.2295, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.3828 (0.3640449400723836) | > loader_time: 0.0045 (0.004078946045140902)  --> TIME: 2024-06-10 18:10:21 -- STEP: 234/330 -- GLOBAL_STEP: 112325 | > loss_disc: 2.293227195739746 (2.236320496624353) | > loss_disc_real_0: 0.21228447556495667 (0.1143733320487106) | > loss_disc_real_1: 0.17900677025318146 (0.20195394334120628) | > loss_disc_real_2: 0.24638189375400543 (0.21297892807131139) | > loss_disc_real_3: 0.19968540966510773 (0.2182588199647064) | > loss_disc_real_4: 0.22258076071739197 (0.20966953166529664) | > loss_disc_real_5: 0.23252855241298676 (0.20825430559806335) | > loss_0: 2.293227195739746 (2.236320496624353) | > grad_norm_0: tensor(53.1086, device='cuda:0') (tensor(16.9107, device='cuda:0')) | > loss_gen: 2.7888343334198 (2.6389674712450075) | > loss_kl: 1.5711710453033447 (1.599646128140963) | > loss_feat: 7.158038139343262 (7.340469798471173) | > loss_mel: 19.688825607299805 (20.348356483329063) | > loss_duration: 2.1895065307617188 (2.1224786048261506) | > loss_1: 33.3963737487793 (34.049918631203184) | > grad_norm_1: tensor(244.7894, device='cuda:0') (tensor(210.2082, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.4302 (0.3683311256588015) | > loader_time: 0.0059 (0.004211765069227953)  --> TIME: 2024-06-10 18:10:31 -- STEP: 259/330 -- GLOBAL_STEP: 112350 | > loss_disc: 2.3891894817352295 (2.235331139509283) | > loss_disc_real_0: 0.14315587282180786 (0.1128709963648706) | > loss_disc_real_1: 0.23344138264656067 (0.20236266614387394) | > loss_disc_real_2: 0.2062596082687378 (0.21306208725371417) | > loss_disc_real_3: 0.24628496170043945 (0.21882648069886168) | > loss_disc_real_4: 0.28253015875816345 (0.20917460535253798) | > loss_disc_real_5: 0.2496069371700287 (0.20819290269986082) | > loss_0: 2.3891894817352295 (2.235331139509283) | > grad_norm_0: tensor(25.3727, device='cuda:0') (tensor(17.8460, device='cuda:0')) | > loss_gen: 2.687248468399048 (2.649359333929408) | > loss_kl: 1.4821970462799072 (1.5992463550972662) | > loss_feat: 6.8607988357543945 (7.381636991464033) | > loss_mel: 20.547998428344727 (20.31344582399347) | > loss_duration: 2.2175850868225098 (2.128226664535785) | > loss_1: 33.79582977294922 (34.071915284086856) | > grad_norm_1: tensor(250.3167, device='cuda:0') (tensor(215.3706, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.419 (0.3732722008090222) | > loader_time: 0.0064 (0.004376973884906549)  --> TIME: 2024-06-10 18:10:42 -- STEP: 284/330 -- GLOBAL_STEP: 112375 | > loss_disc: 2.24078369140625 (2.232488130179931) | > loss_disc_real_0: 0.05792415514588356 (0.11298049381658645) | > loss_disc_real_1: 0.23836365342140198 (0.2019139786421413) | > loss_disc_real_2: 0.2190162092447281 (0.21311756491031447) | > loss_disc_real_3: 0.21460159122943878 (0.2180320637326844) | > loss_disc_real_4: 0.1602516770362854 (0.20889121726889848) | > loss_disc_real_5: 0.20531147718429565 (0.20802800420304418) | > loss_0: 2.24078369140625 (2.232488130179931) | > grad_norm_0: tensor(11.8065, device='cuda:0') (tensor(19.4421, device='cuda:0')) | > loss_gen: 2.6785035133361816 (2.6624908850226596) | > loss_kl: 1.576655387878418 (1.597493199395462) | > loss_feat: 7.9755940437316895 (7.425513960945774) | > loss_mel: 19.28482437133789 (20.256375796358363) | > loss_duration: 2.214395523071289 (2.135828190706143) | > loss_1: 33.72997283935547 (34.077702152896926) | > grad_norm_1: tensor(73.9403, device='cuda:0') (tensor(219.2045, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.4378 (0.37872337119680055) | > loader_time: 0.0062 (0.004533079308523261)  --> TIME: 2024-06-10 18:10:54 -- STEP: 309/330 -- GLOBAL_STEP: 112400 | > loss_disc: 2.3086955547332764 (2.2275673498227775) | > loss_disc_real_0: 0.07456284761428833 (0.11132221097506366) | > loss_disc_real_1: 0.21812370419502258 (0.2018951278384835) | > loss_disc_real_2: 0.2522629201412201 (0.2130890672357337) | > loss_disc_real_3: 0.2242298275232315 (0.2178915521087769) | > loss_disc_real_4: 0.2174575924873352 (0.20862157744111362) | > loss_disc_real_5: 0.2149151861667633 (0.2080926295237248) | > loss_0: 2.3086955547332764 (2.2275673498227775) | > grad_norm_0: tensor(23.8915, device='cuda:0') (tensor(20.7103, device='cuda:0')) | > loss_gen: 2.754547119140625 (2.6806457984023093) | > loss_kl: 1.4516737461090088 (1.5972864770580657) | > loss_feat: 7.263883590698242 (7.485214191733054) | > loss_mel: 18.764095306396484 (20.21828664390788) | > loss_duration: 2.29915189743042 (2.1460042420328604) | > loss_1: 32.53335189819336 (34.1274374125459) | > grad_norm_1: tensor(277.8628, device='cuda:0') (tensor(224.0184, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.4819 (0.38546442368269734) | > loader_time: 0.0072 (0.00469882279923819)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4726738929748535 (2.4726738929748535) | > loss_disc_real_0: 0.14731116592884064 (0.14731116592884064) | > loss_disc_real_1: 0.280612051486969 (0.280612051486969) | > loss_disc_real_2: 0.2584633529186249 (0.2584633529186249) | > loss_disc_real_3: 0.3549530804157257 (0.3549530804157257) | > loss_disc_real_4: 0.3468134105205536 (0.3468134105205536) | > loss_disc_real_5: 0.22473499178886414 (0.22473499178886414) | > loss_0: 2.4726738929748535 (2.4726738929748535) | > loss_gen: 2.8465564250946045 (2.8465564250946045) | > loss_kl: 2.509455442428589 (2.509455442428589) | > loss_feat: 6.875152587890625 (6.875152587890625) | > loss_mel: 19.48563003540039 (19.48563003540039) | > loss_duration: 2.721684217453003 (2.721684217453003) | > loss_1: 34.438480377197266 (34.438480377197266)  --> STEP: 1 | > loss_disc: 2.514385223388672 (2.514385223388672) | > loss_disc_real_0: 0.1415102332830429 (0.1415102332830429) | > loss_disc_real_1: 0.2810395359992981 (0.2810395359992981) | > loss_disc_real_2: 0.2887362241744995 (0.2887362241744995) | > loss_disc_real_3: 0.361409455537796 (0.361409455537796) | > loss_disc_real_4: 0.39873093366622925 (0.39873093366622925) | > loss_disc_real_5: 0.3496469557285309 (0.3496469557285309) | > loss_0: 2.514385223388672 (2.514385223388672) | > loss_gen: 3.21079158782959 (3.21079158782959) | > loss_kl: 2.183706521987915 (2.183706521987915) | > loss_feat: 6.46627140045166 (6.46627140045166) | > loss_mel: 21.585752487182617 (21.585752487182617) | > loss_duration: 2.2579751014709473 (2.2579751014709473) | > loss_1: 35.704498291015625 (35.704498291015625)  --> STEP: 2 | > loss_disc: 2.614926338195801 (2.5646557807922363) | > loss_disc_real_0: 0.08210204541683197 (0.11180613934993744) | > loss_disc_real_1: 0.2294936180114746 (0.25526657700538635) | > loss_disc_real_2: 0.30161696672439575 (0.29517659544944763) | > loss_disc_real_3: 0.3489283323287964 (0.3551688939332962) | > loss_disc_real_4: 0.3629978895187378 (0.3808644115924835) | > loss_disc_real_5: 0.26774850487709045 (0.30869773030281067) | > loss_0: 2.614926338195801 (2.5646557807922363) | > loss_gen: 2.6210620403289795 (2.9159268140792847) | > loss_kl: 2.010864019393921 (2.097285270690918) | > loss_feat: 6.302730560302734 (6.384500980377197) | > loss_mel: 22.260826110839844 (21.92328929901123) | > loss_duration: 2.384164333343506 (2.3210697174072266) | > loss_1: 35.579647064208984 (35.642072677612305)  --> STEP: 3 | > loss_disc: 2.645171880722046 (2.5914944807688394) | > loss_disc_real_0: 0.1813587248325348 (0.13499033451080322) | > loss_disc_real_1: 0.43732166290283203 (0.3159516056378682) | > loss_disc_real_2: 0.372892290353775 (0.32108182708422345) | > loss_disc_real_3: 0.30878952145576477 (0.3397091031074524) | > loss_disc_real_4: 0.3208297789096832 (0.3608528673648834) | > loss_disc_real_5: 0.44750913977622986 (0.35496820012728375) | > loss_0: 2.645171880722046 (2.5914944807688394) | > loss_gen: 3.4752871990203857 (3.1023802757263184) | > loss_kl: 2.1600308418273926 (2.1182004610697427) | > loss_feat: 7.214754581451416 (6.6612521807352705) | > loss_mel: 19.572275161743164 (21.139617919921875) | > loss_duration: 2.1817991733551025 (2.274646202723185) | > loss_1: 34.604148864746094 (35.29609807332357)  --> STEP: 4 | > loss_disc: 2.069603681564331 (2.4610217809677124) | > loss_disc_real_0: 0.041133418679237366 (0.11152610555291176) | > loss_disc_real_1: 0.2331470251083374 (0.29525046050548553) | > loss_disc_real_2: 0.25703635811805725 (0.3050704598426819) | > loss_disc_real_3: 0.24777567386627197 (0.3167257457971573) | > loss_disc_real_4: 0.2463865429162979 (0.33223628625273705) | > loss_disc_real_5: 0.16559253633022308 (0.30762428417801857) | > loss_0: 2.069603681564331 (2.4610217809677124) | > loss_gen: 2.948942184448242 (3.0640207529067993) | > loss_kl: 1.8128082752227783 (2.0418524146080017) | > loss_feat: 8.289925575256348 (7.0684205293655396) | > loss_mel: 19.157127380371094 (20.64399528503418) | > loss_duration: 2.195673942565918 (2.2549031376838684) | > loss_1: 34.404476165771484 (35.07319259643555)  --> STEP: 5 | > loss_disc: 2.3888416290283203 (2.446585750579834) | > loss_disc_real_0: 0.08503933250904083 (0.10622875094413757) | > loss_disc_real_1: 0.39110469818115234 (0.3144213080406189) | > loss_disc_real_2: 0.2714511752128601 (0.29834660291671755) | > loss_disc_real_3: 0.3621810972690582 (0.32581681609153745) | > loss_disc_real_4: 0.29245951771736145 (0.3242809325456619) | > loss_disc_real_5: 0.2367381602525711 (0.2934470593929291) | > loss_0: 2.3888416290283203 (2.446585750579834) | > loss_gen: 3.057389497756958 (3.0626945018768312) | > loss_kl: 2.199437379837036 (2.0733694076538085) | > loss_feat: 6.131750106811523 (6.881086444854736) | > loss_mel: 22.5549373626709 (21.026183700561525) | > loss_duration: 2.3797504901885986 (2.2798726081848146) | > loss_1: 36.32326126098633 (35.3232063293457)  --> STEP: 6 | > loss_disc: 2.5898005962371826 (2.4704548915227256) | > loss_disc_real_0: 0.0819241851568222 (0.10217798997958501) | > loss_disc_real_1: 0.22376233339309692 (0.29931147893269855) | > loss_disc_real_2: 0.33338382840156555 (0.3041861404975255) | > loss_disc_real_3: 0.4531262218952179 (0.3470350503921509) | > loss_disc_real_4: 0.4203738272190094 (0.3402964149912198) | > loss_disc_real_5: 0.4308237135410309 (0.31634316841761273) | > loss_0: 2.5898005962371826 (2.4704548915227256) | > loss_gen: 3.4030187129974365 (3.119415203730265) | > loss_kl: 1.77413010597229 (2.0234961907068887) | > loss_feat: 6.625576972961426 (6.838501532872518) | > loss_mel: 23.232234954833984 (21.393858909606934) | > loss_duration: 2.064798355102539 (2.2440268993377686) | > loss_1: 37.099761962890625 (35.61929893493652)  --> STEP: 7 | > loss_disc: 2.1992838382720947 (2.431716169629778) | > loss_disc_real_0: 0.16467955708503723 (0.1111067852803639) | > loss_disc_real_1: 0.3744041621685028 (0.31003900510924204) | > loss_disc_real_2: 0.28213807940483093 (0.30103641748428345) | > loss_disc_real_3: 0.32063034176826477 (0.34326294916016714) | > loss_disc_real_4: 0.2760065793991089 (0.3311121527637754) | > loss_disc_real_5: 0.2468748539686203 (0.3064191234963281) | > loss_0: 2.1992838382720947 (2.431716169629778) | > loss_gen: 3.5602805614471436 (3.182395969118391) | > loss_kl: 2.513620376586914 (2.0935139315468922) | > loss_feat: 6.912376880645752 (6.84905515398298) | > loss_mel: 18.611616134643555 (20.996395656040736) | > loss_duration: 2.409156560897827 (2.2676168509892056) | > loss_1: 34.007049560546875 (35.388977595738005)  --> STEP: 8 | > loss_disc: 2.070775032043457 (2.386598527431488) | > loss_disc_real_0: 0.1058921366930008 (0.11045495420694351) | > loss_disc_real_1: 0.24990461766719818 (0.30252220667898655) | > loss_disc_real_2: 0.2521008551120758 (0.2949194721877575) | > loss_disc_real_3: 0.23673968017101288 (0.32994754053652287) | > loss_disc_real_4: 0.2208312600851059 (0.3173270411789417) | > loss_disc_real_5: 0.31232526898384094 (0.3071573916822672) | > loss_0: 2.070775032043457 (2.386598527431488) | > loss_gen: 3.2438876628875732 (3.1900824308395386) | > loss_kl: 2.3837101459503174 (2.1297884583473206) | > loss_feat: 10.050545692443848 (7.249241471290588) | > loss_mel: 21.263916015625 (21.02983570098877) | > loss_duration: 2.1719963550567627 (2.25566428899765) | > loss_1: 39.11405944824219 (35.854612827301025)  --> STEP: 9 | > loss_disc: 2.440436840057373 (2.3925805621676974) | > loss_disc_real_0: 0.20841443538665771 (0.12133934100468953) | > loss_disc_real_1: 0.3022589087486267 (0.302492951353391) | > loss_disc_real_2: 0.3070790469646454 (0.29627053605185616) | > loss_disc_real_3: 0.32887378334999084 (0.32982823418246376) | > loss_disc_real_4: 0.3473021388053894 (0.32065760758188033) | > loss_disc_real_5: 0.2492540180683136 (0.300723683502939) | > loss_0: 2.440436840057373 (2.3925805621676974) | > loss_gen: 3.469203472137451 (3.22109587987264) | > loss_kl: 2.128364324569702 (2.1296302212609186) | > loss_feat: 9.749653816223145 (7.527065065171984) | > loss_mel: 21.726760864257812 (21.107271830240887) | > loss_duration: 2.105297088623047 (2.238956822289361) | > loss_1: 39.17927932739258 (36.22402021620009)  --> STEP: 10 | > loss_disc: 2.197345733642578 (2.3730570793151857) | > loss_disc_real_0: 0.07154420763254166 (0.11635982766747474) | > loss_disc_real_1: 0.26690807938575745 (0.29893446415662767) | > loss_disc_real_2: 0.30373528599739075 (0.2970170110464096) | > loss_disc_real_3: 0.36694589257240295 (0.33354000002145767) | > loss_disc_real_4: 0.2874419391155243 (0.31733604073524474) | > loss_disc_real_5: 0.26339784264564514 (0.29699109941720964) | > loss_0: 2.197345733642578 (2.3730570793151857) | > loss_gen: 3.3596861362457275 (3.234954905509949) | > loss_kl: 1.7026268243789673 (2.0869298815727233) | > loss_feat: 7.8087921142578125 (7.555237770080566) | > loss_mel: 21.023475646972656 (21.098892211914062) | > loss_duration: 2.2698047161102295 (2.2420416116714477) | > loss_1: 36.16438674926758 (36.21805686950684)  --> STEP: 11 | > loss_disc: 2.3137879371643066 (2.3676689754832876) | > loss_disc_real_0: 0.1042070984840393 (0.11525503410534425) | > loss_disc_real_1: 0.24783329665660858 (0.29428890347480774) | > loss_disc_real_2: 0.3278680145740509 (0.29982164773074066) | > loss_disc_real_3: 0.30460742115974426 (0.3309097655794837) | > loss_disc_real_4: 0.27878302335739136 (0.3138312209736217) | > loss_disc_real_5: 0.2838788628578186 (0.2957990779118104) | > loss_0: 2.3137879371643066 (2.3676689754832876) | > loss_gen: 3.093355417251587 (3.2220822247591885) | > loss_kl: 2.2274670600891113 (2.0997059887105767) | > loss_feat: 6.1502532958984375 (7.427511908791282) | > loss_mel: 19.913124084472656 (20.99109510941939) | > loss_duration: 2.4142799377441406 (2.25769964131442) | > loss_1: 33.79847717285156 (35.99809507890181)  --> STEP: 12 | > loss_disc: 2.3421945571899414 (2.3655461072921753) | > loss_disc_real_0: 0.1416216343641281 (0.11745225079357624) | > loss_disc_real_1: 0.251617968082428 (0.2907329921921094) | > loss_disc_real_2: 0.3217536211013794 (0.3016493121782939) | > loss_disc_real_3: 0.41081011295318604 (0.33756812786062557) | > loss_disc_real_4: 0.34684765338897705 (0.316582590341568) | > loss_disc_real_5: 0.2545277774333954 (0.2923598028719425) | > loss_0: 2.3421945571899414 (2.3655461072921753) | > loss_gen: 3.5500378608703613 (3.249411861101786) | > loss_kl: 2.176680088043213 (2.1061204969882965) | > loss_feat: 6.553166389465332 (7.354649782180786) | > loss_mel: 19.552845001220703 (20.871240933736164) | > loss_duration: 2.1820526123046875 (2.2513957222302756) | > loss_1: 34.0147819519043 (35.83281898498535)  --> STEP: 13 | > loss_disc: 2.5418736934661865 (2.3791097677670994) | > loss_disc_real_0: 0.1263296902179718 (0.11813513074929897) | > loss_disc_real_1: 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loss_disc_real_4: 0.35803624987602234 (0.3174663952418736) | > loss_disc_real_5: 0.3617868423461914 (0.2978409283927509) | > loss_0: 2.4918034076690674 (2.3871593134743825) | > loss_gen: 2.9087977409362793 (3.237495711871556) | > loss_kl: 2.506754159927368 (2.080605157784053) | > loss_feat: 7.065789699554443 (7.357526029859271) | > loss_mel: 20.547588348388672 (20.64100933074951) | > loss_duration: 2.3619773387908936 (2.247495140348162) | > loss_1: 35.390907287597656 (35.564131600516184)  --> STEP: 15 | > loss_disc: 2.273362636566162 (2.379572868347168) | > loss_disc_real_0: 0.166994109749794 (0.12222450325886408) | > loss_disc_real_1: 0.27516406774520874 (0.2899638096491496) | > loss_disc_real_2: 0.26010316610336304 (0.29922073483467104) | > loss_disc_real_3: 0.24892263114452362 (0.33368053038914997) | > loss_disc_real_4: 0.22674284875392914 (0.311418158809344) | > loss_disc_real_5: 0.23952513933181763 (0.293953209122022) | > loss_0: 2.273362636566162 (2.379572868347168) | > loss_gen: 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(20.541890025138855) | > loss_duration: 2.3309860229492188 (2.2538431733846664) | > loss_1: 30.81829261779785 (35.31847298145294)  --> STEP: 17 | > loss_disc: 2.7719709873199463 (2.409849573584164) | > loss_disc_real_0: 0.17409484088420868 (0.12366009547429926) | > loss_disc_real_1: 0.4657452404499054 (0.297282090958427) | > loss_disc_real_2: 0.39853665232658386 (0.303066471043755) | > loss_disc_real_3: 0.454984188079834 (0.3394717346219456) | > loss_disc_real_4: 0.4208895266056061 (0.3131491927539601) | > loss_disc_real_5: 0.28394946455955505 (0.2913941662101185) | > loss_0: 2.7719709873199463 (2.409849573584164) | > loss_gen: 3.551523447036743 (3.1941665060379925) | > loss_kl: 1.7445483207702637 (2.0452909189112045) | > loss_feat: 6.258439064025879 (7.226327531477985) | > loss_mel: 18.578113555908203 (20.426373762242935) | > loss_duration: 2.345604419708252 (2.259240893756642) | > loss_1: 32.47822952270508 (35.151399836820715)  --> STEP: 18 | > loss_disc: 1.8336365222930908 (2.3778377374013266) | > loss_disc_real_0: 0.10680541396141052 (0.12272372427913877) | > loss_disc_real_1: 0.13463562726974487 (0.28824617630905575) | > loss_disc_real_2: 0.2401958554983139 (0.2995736590690083) | > loss_disc_real_3: 0.2012438178062439 (0.3317924059099621) | > loss_disc_real_4: 0.19321419298648834 (0.3064861372113228) | > loss_disc_real_5: 0.18800896406173706 (0.2856505438685417) | > loss_0: 1.8336365222930908 (2.3778377374013266) | > loss_gen: 3.158823251724243 (3.192202991909451) | > loss_kl: 1.6991870403289795 (2.0260629256566367) | > loss_feat: 8.363006591796875 (7.289476368162367) | > loss_mel: 18.32831382751465 (20.30981487698025) | > loss_duration: 2.1937708854675293 (2.2556036710739136) | > loss_1: 33.743099212646484 (35.07316091325548)  --> STEP: 19 | > loss_disc: 2.767498016357422 (2.3983461731358577) | > loss_disc_real_0: 0.10207974910736084 (0.12163719927009783) | > loss_disc_real_1: 0.2975878119468689 (0.28873784134262487) | > loss_disc_real_2: 0.3010048568248749 (0.2996489852666855) | > loss_disc_real_3: 0.31434494256973267 (0.33087411836573954) | > loss_disc_real_4: 0.3820776343345642 (0.31046463705991445) | > loss_disc_real_5: 0.40292784571647644 (0.2918230334394856) | > loss_0: 2.767498016357422 (2.3983461731358577) | > loss_gen: 2.4795210361480713 (3.154693415290431) | > loss_kl: 1.830883264541626 (2.0157903119137415) | > loss_feat: 4.63438606262207 (7.149734773133931) | > loss_mel: 18.41029167175293 (20.209839971441973) | > loss_duration: 2.359416961669922 (2.2610675284737036) | > loss_1: 29.71449851989746 (34.79112605044716)  --> STEP: 20 | > loss_disc: 2.528054714202881 (2.404831600189209) | > loss_disc_real_0: 0.18871842324733734 (0.12499126046895981) | > loss_disc_real_1: 0.22770516574382782 (0.28568620756268504) | > loss_disc_real_2: 0.32947975397109985 (0.3011405237019062) | > loss_disc_real_3: 0.3760490119457245 (0.33313286304473877) | > loss_disc_real_4: 0.29342401027679443 (0.30961260572075844) | > loss_disc_real_5: 0.3048331141471863 (0.29247353747487065) | > loss_0: 2.528054714202881 (2.404831600189209) | > loss_gen: 2.929550886154175 (3.1434362888336183) | > loss_kl: 1.5532617568969727 (1.9926638841629032) | > loss_feat: 5.254650592803955 (7.0549805641174315) | > loss_mel: 20.895280838012695 (20.244112014770508) | > loss_duration: 2.375487804412842 (2.2667885422706604) | > loss_1: 33.00823211669922 (34.70198135375976)  --> STEP: 21 | > loss_disc: 2.588758945465088 (2.413590045202346) | > loss_disc_real_0: 0.17633230984210968 (0.12743607234387172) | > loss_disc_real_1: 0.26696521043777466 (0.2847947315091178) | > loss_disc_real_2: 0.2677100896835327 (0.29954859827245983) | > loss_disc_real_3: 0.3968731164932251 (0.3361681132089524) | > loss_disc_real_4: 0.28438130021095276 (0.30841111498219625) | > loss_disc_real_5: 0.3270413875579834 (0.29411962557406646) | > loss_0: 2.588758945465088 (2.413590045202346) | > loss_gen: 3.313326597213745 (3.151526303518386) | > loss_kl: 1.3457669019699097 (1.9618592659632368) | > loss_feat: 5.566971778869629 (6.9841230029151555) | > loss_mel: 17.833158493041992 (20.129304704212007) | > loss_duration: 2.1322665214538574 (2.2603827317555747) | > loss_1: 30.191490173339844 (34.48719605945406)  --> STEP: 22 | > loss_disc: 2.391714096069336 (2.412595683878118) | > loss_disc_real_0: 0.2292693853378296 (0.13206485929814255) | > loss_disc_real_1: 0.19438786804676056 (0.2806853286244652) | > loss_disc_real_2: 0.3345552086830139 (0.30113980783657596) | > loss_disc_real_3: 0.23133067786693573 (0.33140277523886075) | > loss_disc_real_4: 0.2883874475955963 (0.30750094828280533) | > loss_disc_real_5: 0.30231064558029175 (0.2944919446652585) | > loss_0: 2.391714096069336 (2.412595683878118) | > loss_gen: 2.9470787048339844 (3.142233230850913) | > loss_kl: 1.6686705350875854 (1.9485325054688891) | > loss_feat: 8.218754768371582 (7.04024262861772) | > loss_mel: 22.509811401367188 (20.237509554082695) | > loss_duration: 2.14597225189209 (2.2551822553981435) | > loss_1: 37.49028778076172 (34.623700228604406)  --> STEP: 23 | > loss_disc: 2.2405126094818115 (2.405113811078279) | > loss_disc_real_0: 0.19832801818847656 (0.13494586620641794) | > loss_disc_real_1: 0.2781498432159424 (0.28057509012844245) | > loss_disc_real_2: 0.2567543089389801 (0.2992100035366805) | > loss_disc_real_3: 0.2421339601278305 (0.32752152240794635) | > loss_disc_real_4: 0.282405823469162 (0.30640985589960346) | > loss_disc_real_5: 0.33735400438308716 (0.29635551247907715) | > loss_0: 2.2405126094818115 (2.405113811078279) | > loss_gen: 3.0637474060058594 (3.138820803683737) | > loss_kl: 2.3488287925720215 (1.9659366918646775) | > loss_feat: 7.975984573364258 (7.080927060998005) | > loss_mel: 20.994794845581055 (20.270435001539145) | > loss_duration: 2.272885799407959 (2.255951974702918) | > loss_1: 36.6562385559082 (34.712071460226305)  --> STEP: 24 | > loss_disc: 2.489088773727417 (2.408612767855326) | > loss_disc_real_0: 0.11338276416063309 (0.1340474036211769) | > loss_disc_real_1: 0.29991835355758667 (0.28138105943799013) | > loss_disc_real_2: 0.2934422791004181 (0.2989696816851695) | > loss_disc_real_3: 0.39674508571624756 (0.3304058375457922) | > loss_disc_real_4: 0.4048759341239929 (0.310512609158953) | > loss_disc_real_5: 0.3449104130268097 (0.2983786333352327) | > loss_0: 2.489088773727417 (2.408612767855326) | > loss_gen: 3.460440158843994 (3.152221610148748) | > loss_kl: 1.7887110710144043 (1.958552290995916) | > loss_feat: 6.795414447784424 (7.069030702114105) | > loss_mel: 20.005704879760742 (20.259404579798378) | > loss_duration: 2.3888635635375977 (2.2614899575710297) | > loss_1: 34.43913269042969 (34.70069901148478)  --> STEP: 25 | > loss_disc: 2.2645816802978516 (2.4028515243530273) | > loss_disc_real_0: 0.10960689187049866 (0.13306978315114976) | > loss_disc_real_1: 0.3689481019973755 (0.2848837411403655) | > loss_disc_real_2: 0.27496904134750366 (0.2980096560716629) | > loss_disc_real_3: 0.21570450067520142 (0.3258177840709686) | > loss_disc_real_4: 0.20690004527568817 (0.30636810660362246) | > loss_disc_real_5: 0.228347510099411 (0.2955773884057998) | > loss_0: 2.2645816802978516 (2.4028515243530273) | > loss_gen: 3.024412155151367 (3.1471092319488525) | > loss_kl: 2.1806142330169678 (1.9674347686767582) | > loss_feat: 7.149960041046143 (7.072267875671387) | > loss_mel: 20.706073760986328 (20.277271347045897) | > loss_duration: 2.342144727706909 (2.264716148376465) | > loss_1: 35.403202056884766 (34.72879913330078)  --> STEP: 26 | > loss_disc: 2.5047531127929688 (2.406770816216102) | > loss_disc_real_0: 0.11998168379068375 (0.13256639471420875) | > loss_disc_real_1: 0.23170769214630127 (0.2828385084867477) | > loss_disc_real_2: 0.2782566547393799 (0.2972499252511905) | > loss_disc_real_3: 0.3238687515258789 (0.32574282128077287) | > loss_disc_real_4: 0.34726279973983765 (0.3079409794165538) | > loss_disc_real_5: 0.28490933775901794 (0.29516707876553894) | > loss_0: 2.5047531127929688 (2.406770816216102) | > loss_gen: 2.9040846824645996 (3.137762133891766) | > loss_kl: 1.8158866167068481 (1.9616059936009924) | > loss_feat: 13.418580055236816 (7.316356805654673) | > loss_mel: 22.811431884765625 (20.374739060035118) | > loss_duration: 2.2684075832366943 (2.26485812664032) | > loss_1: 43.218387603759766 (35.055321766779976) --> EVAL PERFORMANCE | > avg_loader_time: 0.002404295481168307 (+8.720618027907232e-05) | > avg_loss_disc: 2.406770816216102 (+0.07181762273495007) | > avg_loss_disc_real_0: 0.13256639471420875 (+0.010895118403893247) | > avg_loss_disc_real_1: 0.2828385084867477 (+0.02607729285955429) | > avg_loss_disc_real_2: 0.2972499252511905 (+0.0036079917962734687) | > avg_loss_disc_real_3: 0.32574282128077287 (+0.06013948011856812) | > avg_loss_disc_real_4: 0.3079409794165538 (+0.07449538375322637) | > avg_loss_disc_real_5: 0.29516707876553894 (+0.05927729148131142) | > avg_loss_0: 2.406770816216102 (+0.07181762273495007) | > avg_loss_gen: 3.137762133891766 (+0.3974696397781372) | > avg_loss_kl: 1.9616059936009924 (-0.057043946706331505) | > avg_loss_feat: 7.316356805654673 (+0.43013616708608815) | > avg_loss_mel: 20.374739060035118 (+0.4286754681513756) | > avg_loss_duration: 2.26485812664032 (-0.004675360826345454) | > avg_loss_1: 35.055321766779976 (+1.1945615915151677)  > EPOCH: 74/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:11:23)   --> TIME: 2024-06-10 18:11:26 -- STEP: 4/330 -- GLOBAL_STEP: 112425 | > loss_disc: 2.2253856658935547 (2.364256799221039) | > loss_disc_real_0: 0.135541170835495 (0.11475972458720207) | > loss_disc_real_1: 0.16300643980503082 (0.1779775209724903) | > loss_disc_real_2: 0.1588653028011322 (0.1938343271613121) | > loss_disc_real_3: 0.17433315515518188 (0.24471552670001984) | > loss_disc_real_4: 0.19074910879135132 (0.27085110545158386) | > loss_disc_real_5: 0.1934165209531784 (0.24677588045597076) | > loss_0: 2.2253856658935547 (2.364256799221039) | > grad_norm_0: tensor(6.7692, device='cuda:0') (tensor(9.2592, device='cuda:0')) | > loss_gen: 2.5378177165985107 (2.430180251598358) | > loss_kl: 1.8074281215667725 (1.5881908237934113) | > loss_feat: 6.8044114112854 (6.397263288497925) | > loss_mel: 21.285324096679688 (20.821502685546875) | > loss_duration: 2.4020631313323975 (2.3851064443588257) | > loss_1: 34.83704376220703 (33.62224292755127) | > grad_norm_1: tensor(64.6469, device='cuda:0') (tensor(130.3643, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3456 (0.33446645736694336) | > loader_time: 0.0027 (0.002938389778137207)  --> TIME: 2024-06-10 18:11:34 -- STEP: 29/330 -- GLOBAL_STEP: 112450 | > loss_disc: 2.166116952896118 (2.259838581085204) | > loss_disc_real_0: 0.08174321055412292 (0.11933574234617167) | > loss_disc_real_1: 0.1962907463312149 (0.19824468935358114) | > loss_disc_real_2: 0.22068066895008087 (0.2170483911859578) | > loss_disc_real_3: 0.18662987649440765 (0.21759167210809116) | > loss_disc_real_4: 0.1970483511686325 (0.21230416359572574) | > loss_disc_real_5: 0.1797534078359604 (0.20908639862619596) | > loss_0: 2.166116952896118 (2.259838581085204) | > grad_norm_0: tensor(10.4217, device='cuda:0') (tensor(10.5611, device='cuda:0')) | > loss_gen: 2.7092132568359375 (2.5894355280645964) | > loss_kl: 1.5683645009994507 (1.6071733647379383) | > loss_feat: 7.619697570800781 (6.936985607804923) | > loss_mel: 20.929908752441406 (20.54035791857489) | > loss_duration: 2.1406748294830322 (2.1806047127164647) | > loss_1: 34.967857360839844 (33.85455710312415) | > grad_norm_1: tensor(111.3018, device='cuda:0') (tensor(135.0215, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3445 (0.34075360462583343) | > loader_time: 0.0032 (0.0030610725797455885)  --> TIME: 2024-06-10 18:11:43 -- STEP: 54/330 -- GLOBAL_STEP: 112475 | > loss_disc: 2.2290198802948 (2.2577165762583413) | > loss_disc_real_0: 0.07176205515861511 (0.11718248203396797) | > loss_disc_real_1: 0.15677990019321442 (0.19972375449207094) | > loss_disc_real_2: 0.17631101608276367 (0.2154536658415088) | > loss_disc_real_3: 0.20140711963176727 (0.22025429291857612) | > loss_disc_real_4: 0.1875830888748169 (0.21426054255829918) | > loss_disc_real_5: 0.18502698838710785 (0.20877463480940572) | > loss_0: 2.2290198802948 (2.2577165762583413) | > grad_norm_0: tensor(8.4910, device='cuda:0') (tensor(9.6508, device='cuda:0')) | > loss_gen: 2.6425986289978027 (2.589732108292756) | > loss_kl: 1.7115604877471924 (1.612838433848487) | > loss_feat: 7.298952102661133 (7.061655397768374) | > loss_mel: 20.665536880493164 (20.396327725163207) | > loss_duration: 2.0904712677001953 (2.1361357525542934) | > loss_1: 34.40911865234375 (33.796689386721006) | > grad_norm_1: tensor(64.6154, device='cuda:0') (tensor(135.6233, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.359 (0.34815461105770534) | > loader_time: 0.0032 (0.003151505081741898)  --> TIME: 2024-06-10 18:11:53 -- STEP: 79/330 -- GLOBAL_STEP: 112500 | > loss_disc: 2.1350295543670654 (2.258659371846839) | > loss_disc_real_0: 0.10194111615419388 (0.11725842169945754) | > loss_disc_real_1: 0.21677856147289276 (0.2003343718338616) | > loss_disc_real_2: 0.22470639646053314 (0.21515825937820388) | > loss_disc_real_3: 0.23336483538150787 (0.22007340607763845) | > loss_disc_real_4: 0.21144358813762665 (0.21593594381326361) | > loss_disc_real_5: 0.2144896686077118 (0.21163976701754558) | > loss_0: 2.1350295543670654 (2.258659371846839) | > grad_norm_0: tensor(8.5853, device='cuda:0') (tensor(9.8199, device='cuda:0')) | > loss_gen: 2.794292449951172 (2.591631418542017) | > loss_kl: 1.7629270553588867 (1.6292463888095905) | > loss_feat: 7.375181198120117 (7.128492500208601) | > loss_mel: 20.38729476928711 (20.342527751681168) | > loss_duration: 2.0348925590515137 (2.1159421235700195) | > loss_1: 34.35458755493164 (33.80784000927887) | > grad_norm_1: tensor(167.1399, device='cuda:0') (tensor(136.2758, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3659 (0.3518692571905595) | > loader_time: 0.0033 (0.0032587564444240135) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_112500.pth  --> TIME: 2024-06-10 18:12:06 -- STEP: 104/330 -- GLOBAL_STEP: 112525 | > loss_disc: 2.325850009918213 (2.2655138075351715) | > loss_disc_real_0: 0.15422645211219788 (0.11737990372169477) | > loss_disc_real_1: 0.23528051376342773 (0.20125108814010254) | > loss_disc_real_2: 0.22347809374332428 (0.2152178718780096) | > loss_disc_real_3: 0.2297765165567398 (0.2214209335641219) | > loss_disc_real_4: 0.2083379626274109 (0.2147384102527912) | > loss_disc_real_5: 0.19420328736305237 (0.21186993099175966) | > loss_0: 2.325850009918213 (2.2655138075351715) | > grad_norm_0: tensor(16.4475, device='cuda:0') (tensor(11.4929, device='cuda:0')) | > loss_gen: 2.4686965942382812 (2.583611699251028) | > loss_kl: 1.706348180770874 (1.6153640678295722) | > loss_feat: 6.92939567565918 (7.119940083760482) | > loss_mel: 20.08692741394043 (20.349145339085503) | > loss_duration: 2.1085095405578613 (2.110077192003911) | > loss_1: 33.29987716674805 (33.778138197385324) | > grad_norm_1: tensor(205.0108, device='cuda:0') (tensor(152.5759, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3721 (0.3563544268791492) | > loader_time: 0.0038 (0.003354370594024658)  --> TIME: 2024-06-10 18:12:15 -- STEP: 129/330 -- GLOBAL_STEP: 112550 | > loss_disc: 2.373251438140869 (2.2657024971274446) | > loss_disc_real_0: 0.10168816149234772 (0.11628050230039183) | > loss_disc_real_1: 0.23826660215854645 (0.20085797198983127) | > loss_disc_real_2: 0.23156999051570892 (0.21601918166459994) | > loss_disc_real_3: 0.2272547483444214 (0.22138234868992207) | > loss_disc_real_4: 0.22130165994167328 (0.21505977097869844) | > loss_disc_real_5: 0.24387416243553162 (0.21228653654571653) | > loss_0: 2.373251438140869 (2.2657024971274446) | > grad_norm_0: tensor(24.3024, device='cuda:0') (tensor(11.9345, device='cuda:0')) | > loss_gen: 2.544443130493164 (2.5890931621078375) | > loss_kl: 1.5320290327072144 (1.6080758719481238) | > loss_feat: 7.088883399963379 (7.162504011346388) | > loss_mel: 20.3432674407959 (20.387914258380267) | > loss_duration: 2.0673487186431885 (2.107074683026751) | > loss_1: 33.57597351074219 (33.854661911956995) | > grad_norm_1: tensor(248.1865, device='cuda:0') (tensor(160.9340, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3778 (0.3589234851127447) | > loader_time: 0.004 (0.003478162972502006)  --> TIME: 2024-06-10 18:12:25 -- STEP: 154/330 -- GLOBAL_STEP: 112575 | > loss_disc: 2.2175049781799316 (2.2624610136081653) | > loss_disc_real_0: 0.07762885093688965 (0.11497600594317758) | > loss_disc_real_1: 0.1657499074935913 (0.20007589498123565) | > loss_disc_real_2: 0.2511516809463501 (0.21684735848919137) | > loss_disc_real_3: 0.2410934865474701 (0.22137144440180295) | > loss_disc_real_4: 0.19866694509983063 (0.21404346001225633) | > loss_disc_real_5: 0.1943208873271942 (0.2119979224615283) | > loss_0: 2.2175049781799316 (2.2624610136081653) | > grad_norm_0: tensor(9.0996, device='cuda:0') (tensor(12.4680, device='cuda:0')) | > loss_gen: 2.7595462799072266 (2.5947066483559547) | > loss_kl: 1.5360504388809204 (1.6001303466883572) | > loss_feat: 8.27763557434082 (7.188436638225209) | > loss_mel: 21.10634994506836 (20.395553997584745) | > loss_duration: 2.1094770431518555 (2.10625486172639) | > loss_1: 35.789058685302734 (33.88508248019526) | > grad_norm_1: tensor(132.0519, device='cuda:0') (tensor(168.8303, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3701 (0.361320600881205) | > loader_time: 0.0041 (0.0036199743097478695)  --> TIME: 2024-06-10 18:12:35 -- STEP: 179/330 -- GLOBAL_STEP: 112600 | > loss_disc: 2.264810085296631 (2.2549884892042793) | > loss_disc_real_0: 0.1276462823152542 (0.11537115259210491) | > loss_disc_real_1: 0.23482069373130798 (0.20037094591050175) | > loss_disc_real_2: 0.20228168368339539 (0.21634276519274578) | > loss_disc_real_3: 0.21682332456111908 (0.22013684965711733) | > loss_disc_real_4: 0.2071729600429535 (0.211730559528207) | > loss_disc_real_5: 0.1937503218650818 (0.2089008823786368) | > loss_0: 2.264810085296631 (2.2549884892042793) | > grad_norm_0: tensor(17.6073, device='cuda:0') (tensor(12.8737, device='cuda:0')) | > loss_gen: 2.655791759490967 (2.604921279672803) | > loss_kl: 1.4759130477905273 (1.5902594834066637) | > loss_feat: 8.70880126953125 (7.250307035179778) | > loss_mel: 20.06707763671875 (20.397632119375892) | > loss_duration: 2.1465771198272705 (2.1105944024783945) | > loss_1: 35.054161071777344 (33.95371426417172) | > grad_norm_1: tensor(192.1121, device='cuda:0') (tensor(171.4666, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.387 (0.36463694066308733) | > loader_time: 0.0042 (0.0037483143406873308)  --> TIME: 2024-06-10 18:12:45 -- STEP: 204/330 -- GLOBAL_STEP: 112625 | > loss_disc: 2.2086665630340576 (2.2514776131686047) | > loss_disc_real_0: 0.1054990291595459 (0.11513326101589437) | > loss_disc_real_1: 0.17422546446323395 (0.20038764054576555) | > loss_disc_real_2: 0.1967432051897049 (0.21562672625569737) | > loss_disc_real_3: 0.19560497999191284 (0.21947570408091827) | > loss_disc_real_4: 0.1838269680738449 (0.2118937362935029) | > loss_disc_real_5: 0.18920980393886566 (0.20855520059372865) | > loss_0: 2.2086665630340576 (2.2514776131686047) | > grad_norm_0: tensor(18.4359, device='cuda:0') (tensor(12.8809, device='cuda:0')) | > loss_gen: 2.7397077083587646 (2.608263200404597) | > loss_kl: 1.5910825729370117 (1.5862818968062307) | > loss_feat: 8.3670654296875 (7.277843010191824) | > loss_mel: 20.719043731689453 (20.364579425138587) | > loss_duration: 2.1015689373016357 (2.115544680871216) | > loss_1: 35.518470764160156 (33.95251213335523) | > grad_norm_1: tensor(315.2637, device='cuda:0') (tensor(169.0855, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.3943 (0.36786996500164854) | > loader_time: 0.0044 (0.0038699916764801624)  --> TIME: 2024-06-10 18:12:55 -- STEP: 229/330 -- GLOBAL_STEP: 112650 | > loss_disc: 2.346776008605957 (2.248311688285728) | > loss_disc_real_0: 0.10470444709062576 (0.11478777577913485) | > loss_disc_real_1: 0.1794799417257309 (0.20101873622190483) | > loss_disc_real_2: 0.1814190000295639 (0.21561654959703638) | > loss_disc_real_3: 0.23535901308059692 (0.21942467030999963) | > loss_disc_real_4: 0.22289685904979706 (0.21087438824655708) | > loss_disc_real_5: 0.2353941798210144 (0.20791874969109697) | > loss_0: 2.346776008605957 (2.248311688285728) | > grad_norm_0: tensor(22.7427, device='cuda:0') (tensor(13.7655, device='cuda:0')) | > loss_gen: 2.596118688583374 (2.6144139922862486) | > loss_kl: 1.683173418045044 (1.583006298698192) | > loss_feat: 7.71177339553833 (7.308275453908995) | > loss_mel: 20.87760353088379 (20.353966017477376) | > loss_duration: 2.192060708999634 (2.1220909398716086) | > loss_1: 35.06072998046875 (33.981752578868594) | > grad_norm_1: tensor(78.9467, device='cuda:0') (tensor(178.2983, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.4058 (0.3709407602335168) | > loader_time: 0.0055 (0.004002314988182104)  --> TIME: 2024-06-10 18:13:05 -- STEP: 254/330 -- GLOBAL_STEP: 112675 | > loss_disc: 2.139585256576538 (2.2443267294741056) | > loss_disc_real_0: 0.0858267992734909 (0.1146381527156107) | > loss_disc_real_1: 0.17224200069904327 (0.20106862632073755) | > loss_disc_real_2: 0.2256144881248474 (0.21533650253701397) | > loss_disc_real_3: 0.2346528321504593 (0.2189803904318434) | > loss_disc_real_4: 0.20457637310028076 (0.21080902465215817) | > loss_disc_real_5: 0.22335262596607208 (0.2076670204208592) | > loss_0: 2.139585256576538 (2.2443267294741056) | > grad_norm_0: tensor(7.8520, device='cuda:0') (tensor(15.3278, device='cuda:0')) | > loss_gen: 2.9656941890716553 (2.6256661762402747) | > loss_kl: 1.4595859050750732 (1.5745781453575676) | > loss_feat: 8.163657188415527 (7.347114258863795) | > loss_mel: 19.84503746032715 (20.34082755141371) | > loss_duration: 2.144357681274414 (2.1273008570896357) | > loss_1: 34.578330993652344 (34.015486867409024) | > grad_norm_1: tensor(156.5827, device='cuda:0') (tensor(183.0376, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.4335 (0.37495189107309174) | > loader_time: 0.0057 (0.004150783921789936)  --> TIME: 2024-06-10 18:13:16 -- STEP: 279/330 -- GLOBAL_STEP: 112700 | > loss_disc: 2.231736898422241 (2.2455364649441076) | > loss_disc_real_0: 0.08971694111824036 (0.11361696640543614) | > loss_disc_real_1: 0.2097489982843399 (0.20181203374512308) | > loss_disc_real_2: 0.22797399759292603 (0.21583056834436232) | > loss_disc_real_3: 0.22661246359348297 (0.2188590855794995) | > loss_disc_real_4: 0.2133072316646576 (0.21123860365173722) | > loss_disc_real_5: 0.2213796079158783 (0.207636375420837) | > loss_0: 2.231736898422241 (2.2455364649441076) | > grad_norm_0: tensor(17.4044, device='cuda:0') (tensor(16.5302, device='cuda:0')) | > loss_gen: 2.7314565181732178 (2.635313614294947) | > loss_kl: 1.5297919511795044 (1.5730112769697728) | > loss_feat: 7.672792911529541 (7.386030923508401) | > loss_mel: 19.299795150756836 (20.2984184962447) | > loss_duration: 2.192546844482422 (2.134824799380422) | > loss_1: 33.42638397216797 (34.027598999734394) | > grad_norm_1: tensor(245.3601, device='cuda:0') (tensor(194.3849, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.4357 (0.3798638911230163) | > loader_time: 0.0058 (0.004300548184302546)  --> TIME: 2024-06-10 18:13:28 -- STEP: 304/330 -- GLOBAL_STEP: 112725 | > loss_disc: 2.199462890625 (2.2420558294183324) | > loss_disc_real_0: 0.11075766384601593 (0.11398559999897291) | > loss_disc_real_1: 0.1817937195301056 (0.2017862871289253) | > loss_disc_real_2: 0.20168578624725342 (0.21526521272761256) | > loss_disc_real_3: 0.17130345106124878 (0.21808406691017904) | > loss_disc_real_4: 0.15079627931118011 (0.21104953207663799) | > loss_disc_real_5: 0.15417465567588806 (0.20708189777245647) | > loss_0: 2.199462890625 (2.2420558294183324) | > grad_norm_0: tensor(32.3943, device='cuda:0') (tensor(17.3051, device='cuda:0')) | > loss_gen: 2.7412941455841064 (2.6376052561559167) | > loss_kl: 1.6470041275024414 (1.5735974962774073) | > loss_feat: 9.189313888549805 (7.4174096803916125) | > loss_mel: 20.094114303588867 (20.259984781867576) | > loss_duration: 2.2819366455078125 (2.144124825141932) | > loss_1: 35.95366287231445 (34.03272193356561) | > grad_norm_1: tensor(612.4482, device='cuda:0') (tensor(205.6684, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.4774 (0.38702535786126796) | > loader_time: 0.0065 (0.00447575512685274)  --> TIME: 2024-06-10 18:13:57 -- STEP: 329/330 -- GLOBAL_STEP: 112750 | > loss_disc: 2.452741861343384 (2.2453375645321545) | > loss_disc_real_0: 0.12615273892879486 (0.11559844703206901) | > loss_disc_real_1: 0.17716924846172333 (0.20225796755686357) | > loss_disc_real_2: 0.21089065074920654 (0.21510475529725792) | > loss_disc_real_3: 0.24438372254371643 (0.21815725572203432) | > loss_disc_real_4: 0.25873059034347534 (0.21197576848025743) | > loss_disc_real_5: 0.3190912902355194 (0.20725910220646207) | > loss_0: 2.452741861343384 (2.2453375645321545) | > grad_norm_0: tensor(5.6764, device='cuda:0') (tensor(17.5265, device='cuda:0')) | > loss_gen: 2.2379770278930664 (2.6407439643488813) | > loss_kl: 1.8867571353912354 (1.5845988481602764) | > loss_feat: 11.806652069091797 (7.531035502993227) | > loss_mel: 19.768444061279297 (20.23262737007489) | > loss_duration: 2.297182559967041 (2.156603252634089) | > loss_1: 37.997013092041016 (34.14560886719304) | > grad_norm_1: tensor(271.2932, device='cuda:0') (tensor(216.5227, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 14.535 (0.4435886032313201) | > loader_time: 0.0341 (0.004926385850529544)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5042552947998047 (2.5042552947998047) | > loss_disc_real_0: 0.24447476863861084 (0.24447476863861084) | > loss_disc_real_1: 0.2045699954032898 (0.2045699954032898) | > loss_disc_real_2: 0.23796142637729645 (0.23796142637729645) | > loss_disc_real_3: 0.2748882472515106 (0.2748882472515106) | > loss_disc_real_4: 0.21854031085968018 (0.21854031085968018) | > loss_disc_real_5: 0.31157568097114563 (0.31157568097114563) | > loss_0: 2.5042552947998047 (2.5042552947998047) | > loss_gen: 2.687420606613159 (2.687420606613159) | > loss_kl: 0.8716567754745483 (0.8716567754745483) | > loss_feat: 6.053005218505859 (6.053005218505859) | > loss_mel: 17.88121795654297 (17.88121795654297) | > loss_duration: 2.8438563346862793 (2.8438563346862793) | > loss_1: 30.337156295776367 (30.337156295776367)  --> STEP: 1 | > loss_disc: 2.5129599571228027 (2.5129599571228027) | > loss_disc_real_0: 0.13668397068977356 (0.13668397068977356) | > loss_disc_real_1: 0.19389396905899048 (0.19389396905899048) | > loss_disc_real_2: 0.22029922902584076 (0.22029922902584076) | > loss_disc_real_3: 0.34591132402420044 (0.34591132402420044) | > loss_disc_real_4: 0.32849809527397156 (0.32849809527397156) | > loss_disc_real_5: 0.3723665177822113 (0.3723665177822113) | > loss_0: 2.5129599571228027 (2.5129599571228027) | > loss_gen: 2.6090197563171387 (2.6090197563171387) | > loss_kl: 2.14750337600708 (2.14750337600708) | > loss_feat: 4.891731262207031 (4.891731262207031) | > loss_mel: 20.905696868896484 (20.905696868896484) | > loss_duration: 2.3141701221466064 (2.3141701221466064) | > loss_1: 32.86812210083008 (32.86812210083008)  --> STEP: 2 | > loss_disc: 2.2626097202301025 (2.3877848386764526) | > loss_disc_real_0: 0.12475956976413727 (0.1307217702269554) | > loss_disc_real_1: 0.15882554650306702 (0.17635975778102875) | > loss_disc_real_2: 0.1915396749973297 (0.20591945201158524) | > loss_disc_real_3: 0.3257080316543579 (0.3358096778392792) | > loss_disc_real_4: 0.28899168968200684 (0.3087448924779892) | > loss_disc_real_5: 0.25144580006599426 (0.3119061589241028) | > loss_0: 2.2626097202301025 (2.3877848386764526) | > loss_gen: 2.7266736030578613 (2.6678466796875) | > loss_kl: 1.8658980131149292 (2.0067006945610046) | > loss_feat: 6.497735977172852 (5.694733619689941) | > loss_mel: 21.601591110229492 (21.25364398956299) | > loss_duration: 2.3841633796691895 (2.349166750907898) | > loss_1: 35.0760612487793 (33.97209167480469)  --> STEP: 3 | > loss_disc: 2.2832448482513428 (2.352938175201416) | > loss_disc_real_0: 0.09050767123699188 (0.11731707056363423) | > loss_disc_real_1: 0.20903924107551575 (0.18725291887919107) | > loss_disc_real_2: 0.1526595503091812 (0.18816615144411722) | > loss_disc_real_3: 0.2497805804014206 (0.30713331202665967) | > loss_disc_real_4: 0.27211645245552063 (0.2965354124704997) | > loss_disc_real_5: 0.2539937496185303 (0.29260202248891193) | > loss_0: 2.2832448482513428 (2.352938175201416) | > loss_gen: 2.5067012310028076 (2.614131530125936) | > loss_kl: 2.0031261444091797 (2.0055091778437295) | > loss_feat: 6.809181213378906 (6.066216150919597) | > loss_mel: 20.909414291381836 (21.138900756835938) | > loss_duration: 2.2183399200439453 (2.3055578072865806) | > loss_1: 34.44676208496094 (34.13031514485677)  --> STEP: 4 | > loss_disc: 1.8749765157699585 (2.2334477603435516) | > loss_disc_real_0: 0.07160664349794388 (0.10588946379721165) | > loss_disc_real_1: 0.20870964229106903 (0.19261709973216057) | > loss_disc_real_2: 0.14550118148326874 (0.1774999089539051) | > loss_disc_real_3: 0.2089584767818451 (0.282589603215456) | > loss_disc_real_4: 0.20932292938232422 (0.2747322916984558) | > loss_disc_real_5: 0.17884424328804016 (0.264162577688694) | > loss_0: 1.8749765157699585 (2.2334477603435516) | > loss_gen: 2.799100875854492 (2.660373866558075) | > loss_kl: 2.4165875911712646 (2.1082787811756134) | > loss_feat: 8.050493240356445 (6.562285423278809) | > loss_mel: 20.92953872680664 (21.086560249328613) | > loss_duration: 2.288634777069092 (2.3013270497322083) | > loss_1: 36.48435592651367 (34.718825340270996)  --> STEP: 5 | > loss_disc: 2.1682322025299072 (2.2204046487808227) | > loss_disc_real_0: 0.1307290494441986 (0.11085738092660904) | > loss_disc_real_1: 0.24302445352077484 (0.20269857048988343) | > loss_disc_real_2: 0.2519126236438751 (0.19238245189189912) | > loss_disc_real_3: 0.2738068401813507 (0.28083305060863495) | > loss_disc_real_4: 0.24478475749492645 (0.26874278485774994) | > loss_disc_real_5: 0.27026546001434326 (0.26538315415382385) | > loss_0: 2.1682322025299072 (2.2204046487808227) | > loss_gen: 2.9809558391571045 (2.724490261077881) | > loss_kl: 1.6816248893737793 (2.0229480028152467) | > loss_feat: 6.476438522338867 (6.54511604309082) | > loss_mel: 20.872589111328125 (21.043766021728516) | > loss_duration: 2.315180778503418 (2.30409779548645) | > loss_1: 34.32678985595703 (34.640418243408206)  --> STEP: 6 | > loss_disc: 2.477970838546753 (2.2633323470751443) | > loss_disc_real_0: 0.14732135832309723 (0.1169347104926904) | > loss_disc_real_1: 0.2105405330657959 (0.2040055642525355) | > loss_disc_real_2: 0.23412054777145386 (0.19933880120515823) | > loss_disc_real_3: 0.26967352628707886 (0.2789731298883756) | > loss_disc_real_4: 0.3131521940231323 (0.2761443530519803) | > loss_disc_real_5: 0.2614952027797699 (0.2647351622581482) | > loss_0: 2.477970838546753 (2.2633323470751443) | > loss_gen: 2.452826499938965 (2.679212967554728) | > loss_kl: 1.9581490755081177 (2.0121481815973916) | > loss_feat: 4.731997013092041 (6.2429295380910235) | > loss_mel: 21.269176483154297 (21.081334431966145) | > loss_duration: 2.1090898513793945 (2.2715964714686074) | > loss_1: 32.521236419677734 (34.28722127278646)  --> STEP: 7 | > loss_disc: 2.1484365463256836 (2.246918661253793) | > loss_disc_real_0: 0.13664793968200684 (0.11975088609116417) | > loss_disc_real_1: 0.20279230177402496 (0.20383224104131972) | > loss_disc_real_2: 0.2421644777059555 (0.20545675499098642) | > loss_disc_real_3: 0.1958877295255661 (0.2671037869794028) | > loss_disc_real_4: 0.21138298511505127 (0.2668927290609905) | > loss_disc_real_5: 0.30067434906959534 (0.26986933180264067) | > loss_0: 2.1484365463256836 (2.246918661253793) | > loss_gen: 2.8417673110961914 (2.70243501663208) | > loss_kl: 2.0216188430786133 (2.013501133237566) | > loss_feat: 6.97212553024292 (6.347100394112723) | > loss_mel: 23.086885452270508 (21.367841720581055) | > loss_duration: 2.4248712062835693 (2.293492862156459) | > loss_1: 37.34726333618164 (34.72437013898577)  --> STEP: 8 | > loss_disc: 2.0980963706970215 (2.2283158749341965) | > loss_disc_real_0: 0.11164359003305435 (0.11873747408390045) | > loss_disc_real_1: 0.19366836547851562 (0.2025617565959692) | > loss_disc_real_2: 0.2142840027809143 (0.2065601609647274) | > loss_disc_real_3: 0.16435271501541138 (0.2542599029839039) | > loss_disc_real_4: 0.18673554062843323 (0.2568730805069208) | > loss_disc_real_5: 0.22057418525218964 (0.26370743848383427) | > loss_0: 2.0980963706970215 (2.2283158749341965) | > loss_gen: 2.5075953006744385 (2.678080052137375) | > loss_kl: 2.1628100872039795 (2.032164752483368) | > loss_feat: 9.597524642944336 (6.753403425216675) | > loss_mel: 21.485301971435547 (21.382524251937866) | > loss_duration: 2.196227550506592 (2.281334698200226) | > loss_1: 37.949459075927734 (35.127506256103516)  --> STEP: 9 | > loss_disc: 1.9622998237609863 (2.198758535914951) | > loss_disc_real_0: 0.11338599026203156 (0.11814286477035946) | > loss_disc_real_1: 0.17678917944431305 (0.19969813691245186) | > loss_disc_real_2: 0.19177161157131195 (0.20491698880990347) | > loss_disc_real_3: 0.19486883282661438 (0.2476608951886495) | > loss_disc_real_4: 0.18088959157466888 (0.24843047062555948) | > loss_disc_real_5: 0.22543972730636597 (0.25945547057522667) | > loss_0: 1.9622998237609863 (2.198758535914951) | > loss_gen: 2.847411632537842 (2.6968946721818714) | > loss_kl: 1.7190276384353638 (1.9973717398113675) | > loss_feat: 10.75333309173584 (7.197840054829915) | > loss_mel: 21.57304573059082 (21.40369330512153) | > loss_duration: 2.1397716999053955 (2.265605476167467) | > loss_1: 39.032588958740234 (35.56140433417426)  --> STEP: 10 | > loss_disc: 2.2938733100891113 (2.208270013332367) | > loss_disc_real_0: 0.21152913570404053 (0.12748149186372756) | > loss_disc_real_1: 0.23427814245224 (0.20315613746643066) | > loss_disc_real_2: 0.2077767252922058 (0.2052029624581337) | > loss_disc_real_3: 0.2293669581413269 (0.24583150148391725) | > loss_disc_real_4: 0.21797266602516174 (0.24538469016551973) | > loss_disc_real_5: 0.24497152864933014 (0.25800707638263704) | > loss_0: 2.2938733100891113 (2.208270013332367) | > loss_gen: 2.559436321258545 (2.6831488370895387) | > loss_kl: 2.0398120880126953 (2.0016157746315004) | > loss_feat: 5.674263954162598 (7.045482444763183) | > loss_mel: 17.250873565673828 (20.988411331176756) | > loss_duration: 2.2511045932769775 (2.264155387878418) | > loss_1: 29.77549171447754 (34.98281307220459)  --> STEP: 11 | > loss_disc: 2.359135627746582 (2.2219850691882046) | > loss_disc_real_0: 0.14317554235458374 (0.12890822372653268) | > loss_disc_real_1: 0.21109320223331451 (0.20387768880887466) | > loss_disc_real_2: 0.26106786727905273 (0.21028159016912634) | > loss_disc_real_3: 0.3092220723628998 (0.2515942806547338) | > loss_disc_real_4: 0.2837759554386139 (0.24887480519034647) | > loss_disc_real_5: 0.29655563831329346 (0.2615114911036058) | > loss_0: 2.359135627746582 (2.2219850691882046) | > loss_gen: 2.6262741088867188 (2.6779784072529185) | > loss_kl: 2.3295376300811768 (2.031426852399653) | > loss_feat: 6.031004428863525 (6.953257170590487) | > loss_mel: 19.18328285217285 (20.824308742176402) | > loss_duration: 2.381213426589966 (2.274797027761286) | > loss_1: 32.55131149291992 (34.761767474087804)  --> STEP: 12 | > loss_disc: 2.0850071907043457 (2.2105702459812164) | > loss_disc_real_0: 0.06932150572538376 (0.1239426638931036) | > loss_disc_real_1: 0.18275420367717743 (0.20211739838123322) | > loss_disc_real_2: 0.21247372031211853 (0.21046426768104234) | > loss_disc_real_3: 0.28381291031837463 (0.25427916646003723) | > loss_disc_real_4: 0.22572720050811768 (0.24694583813349405) | > loss_disc_real_5: 0.1454801708459854 (0.2518422144154708) | > loss_0: 2.0850071907043457 (2.2105702459812164) | > loss_gen: 2.7524144649505615 (2.6841814120610556) | > loss_kl: 1.717137098312378 (2.0052360395590463) | > loss_feat: 6.922939777374268 (6.950730721155803) | > loss_mel: 21.801485061645508 (20.90574010213216) | > loss_duration: 2.1968908309936523 (2.2683048446973166) | > loss_1: 35.390869140625 (34.814192612965904)  --> STEP: 13 | > loss_disc: 2.091475486755371 (2.2014091106561513) | > loss_disc_real_0: 0.12504079937934875 (0.12402713585358399) | > loss_disc_real_1: 0.2076956182718277 (0.20254649221897125) | > loss_disc_real_2: 0.18640458583831787 (0.2086135229239097) | > loss_disc_real_3: 0.16122303903102875 (0.24712100281165197) | > loss_disc_real_4: 0.10787957161664963 (0.23624843301681372) | > loss_disc_real_5: 0.1488666534423828 (0.2439210174175409) | > loss_0: 2.091475486755371 (2.2014091106561513) | > loss_gen: 2.3724939823150635 (2.6602054559267483) | > loss_kl: 1.7788574695587158 (1.9878223034051747) | > loss_feat: 7.241169452667236 (6.973072162041297) | > loss_mel: 20.235044479370117 (20.854148131150467) | > loss_duration: 2.121295213699341 (2.256996411543626) | > loss_1: 33.74885940551758 (34.732243904700645)  --> STEP: 14 | > loss_disc: 2.132460355758667 (2.1964841995920454) | > loss_disc_real_0: 0.12719926238059998 (0.12425371631979942) | > loss_disc_real_1: 0.18499915301799774 (0.20129311084747314) | > loss_disc_real_2: 0.20197796821594238 (0.20813955473048346) | > loss_disc_real_3: 0.2674948275089264 (0.24857627600431442) | > loss_disc_real_4: 0.2249094396829605 (0.23543850492153848) | > loss_disc_real_5: 0.22739262878894806 (0.2427404182297843) | > loss_0: 2.132460355758667 (2.1964841995920454) | > loss_gen: 2.970909357070923 (2.682398591722761) | > loss_kl: 2.1150870323181152 (1.9969126411846705) | > loss_feat: 7.54400634765625 (7.013853175299508) | > loss_mel: 21.68256950378418 (20.913321086338588) | > loss_duration: 2.334195852279663 (2.2625106573104854) | > loss_1: 36.646766662597656 (34.86899553026472)  --> STEP: 15 | > loss_disc: 2.3087997436523438 (2.2039719025293985) | > loss_disc_real_0: 0.07583945244550705 (0.12102609872817993) | > loss_disc_real_1: 0.18475227057933807 (0.2001903881629308) | > loss_disc_real_2: 0.27219825983047485 (0.2124101350704829) | > loss_disc_real_3: 0.24835513532161713 (0.2485615332921346) | > loss_disc_real_4: 0.21675248444080353 (0.23419277022282284) | > loss_disc_real_5: 0.27495408058166504 (0.24488799571990966) | > loss_0: 2.3087997436523438 (2.2039719025293985) | > loss_gen: 2.4575324058532715 (2.667407512664795) | > loss_kl: 2.0422046184539795 (1.9999321063359579) | > loss_feat: 7.364699840545654 (7.037242952982584) | > loss_mel: 22.735124588012695 (21.034774653116862) | > loss_duration: 2.2280185222625732 (2.2602111816406247) | > loss_1: 36.827579498291016 (34.9995677947998)  --> STEP: 16 | > loss_disc: 2.4441757202148438 (2.218984641134739) | > loss_disc_real_0: 0.17841365933418274 (0.12461282126605511) | > loss_disc_real_1: 0.2274123877286911 (0.20189176313579082) | > loss_disc_real_2: 0.18287430703639984 (0.2105641458183527) | > loss_disc_real_3: 0.3196108937263489 (0.253002118319273) | > loss_disc_real_4: 0.23590274155139923 (0.23429964343085885) | > loss_disc_real_5: 0.22099855542182922 (0.24339490570127964) | > loss_0: 2.4441757202148438 (2.218984641134739) | > loss_gen: 2.450704574584961 (2.6538635790348053) | > loss_kl: 1.6917909383773804 (1.9806732833385468) | > loss_feat: 6.585686683654785 (7.009020686149597) | > loss_mel: 18.70992660522461 (20.889471650123596) | > loss_duration: 2.3484067916870117 (2.2657234072685237) | > loss_1: 31.786514282226562 (34.79875195026398)  --> STEP: 17 | > loss_disc: 2.1037425994873047 (2.2122056975084194) | > loss_disc_real_0: 0.09902778267860413 (0.12310781899620504) | > loss_disc_real_1: 0.2148509919643402 (0.2026540707139408) | > loss_disc_real_2: 0.20252853631973267 (0.21009146290666916) | > loss_disc_real_3: 0.21384598314762115 (0.2506988162503523) | > loss_disc_real_4: 0.2063198685646057 (0.23265377432107925) | > loss_disc_real_5: 0.19688959419727325 (0.24065929914222045) | > loss_0: 2.1037425994873047 (2.2122056975084194) | > loss_gen: 2.832470417022705 (2.664369863622329) | > loss_kl: 1.6491674184799194 (1.9611729383468628) | > loss_feat: 7.290116786956787 (7.025555750902961) | > loss_mel: 19.60179901123047 (20.81372620077694) | > loss_duration: 2.356015682220459 (2.271034717559814) | > loss_1: 33.72956848144531 (34.73585880503935)  --> STEP: 18 | > loss_disc: 2.1645264625549316 (2.209556851122114) | > loss_disc_real_0: 0.10890598595142365 (0.12231882827149497) | > loss_disc_real_1: 0.20345249772071838 (0.20269842776987287) | > loss_disc_real_2: 0.16427059471607208 (0.20754585911830267) | > loss_disc_real_3: 0.20170360803604126 (0.24797686023844612) | > loss_disc_real_4: 0.2420949637889862 (0.2331782848470741) | > loss_disc_real_5: 0.2860393226146698 (0.2431804115573565) | > loss_0: 2.1645264625549316 (2.209556851122114) | > loss_gen: 2.3659398555755615 (2.6477904187308416) | > loss_kl: 2.0194671154022217 (1.9644115037388272) | > loss_feat: 6.410622596740723 (6.991392797893948) | > loss_mel: 22.949256896972656 (20.932366795010036) | > loss_duration: 2.2131168842315674 (2.267817060152689) | > loss_1: 35.95840072631836 (34.80377780066596)  --> STEP: 19 | > loss_disc: 2.409984827041626 (2.2201056919599833) | > loss_disc_real_0: 0.12299089878797531 (0.12235420040394131) | > loss_disc_real_1: 0.23521742224693298 (0.2044099537949813) | > loss_disc_real_2: 0.18915121257305145 (0.20657771982644735) | > loss_disc_real_3: 0.28083163499832153 (0.2497060589100185) | > loss_disc_real_4: 0.27116018533706665 (0.23517733224128423) | > loss_disc_real_5: 0.3166389465332031 (0.24704665024029582) | > loss_0: 2.409984827041626 (2.2201056919599833) | > loss_gen: 2.5460543632507324 (2.6424358894950464) | > loss_kl: 1.6643054485321045 (1.9486164482016313) | > loss_feat: 7.431609630584717 (7.0145621048776725) | > loss_mel: 19.766944885253906 (20.871028799759713) | > loss_duration: 2.3131606578826904 (2.2702035652963732) | > loss_1: 33.722076416015625 (34.74684614884226)  --> STEP: 20 | > loss_disc: 2.238208532333374 (2.221010833978653) | > loss_disc_real_0: 0.11356379091739655 (0.12191467992961406) | > loss_disc_real_1: 0.20637823641300201 (0.20450836792588234) | > loss_disc_real_2: 0.19692982733249664 (0.2060953252017498) | > loss_disc_real_3: 0.30102720856666565 (0.25227211639285085) | > loss_disc_real_4: 0.319315642118454 (0.23938424773514272) | > loss_disc_real_5: 0.32942989468574524 (0.2511658124625683) | > loss_0: 2.238208532333374 (2.221010833978653) | > loss_gen: 3.1183876991271973 (2.666233479976654) | > loss_kl: 1.8501975536346436 (1.943695503473282) | > loss_feat: 6.774289131164551 (7.002548456192017) | > loss_mel: 21.2542781829834 (20.890191268920898) | > loss_duration: 2.3138232231140137 (2.2723845481872553) | > loss_1: 35.310977935791016 (34.7750527381897)  --> STEP: 21 | > loss_disc: 2.093639612197876 (2.214945537703378) | > loss_disc_real_0: 0.1298009753227234 (0.12229021780547641) | > loss_disc_real_1: 0.2520809769630432 (0.20677373026098525) | > loss_disc_real_2: 0.1954745501279831 (0.2055895740077609) | > loss_disc_real_3: 0.227951779961586 (0.2511140051342192) | > loss_disc_real_4: 0.17752966284751892 (0.23643879131192252) | > loss_disc_real_5: 0.13316033780574799 (0.24554650414557683) | > loss_0: 2.093639612197876 (2.214945537703378) | > loss_gen: 2.590979814529419 (2.6626499720982144) | > loss_kl: 1.7774025201797485 (1.9357767899831135) | > loss_feat: 6.685843467712402 (6.9874672662644155) | > loss_mel: 20.660276412963867 (20.879242942446755) | > loss_duration: 2.1502914428710938 (2.2665705907912477) | > loss_1: 33.86479568481445 (34.73170716421945)  --> STEP: 22 | > loss_disc: 1.868116021156311 (2.1991805596785112) | > loss_disc_real_0: 0.13898998498916626 (0.12304929813200777) | > loss_disc_real_1: 0.17565974593162537 (0.20535945824601434) | > loss_disc_real_2: 0.15061013400554657 (0.2030905085531148) | > loss_disc_real_3: 0.17845264077186584 (0.24781121584502133) | > loss_disc_real_4: 0.16446802020072937 (0.23316739262505012) | > loss_disc_real_5: 0.17925019562244415 (0.24253303557634354) | > loss_0: 1.868116021156311 (2.1991805596785112) | > loss_gen: 2.799201488494873 (2.6688568592071533) | > loss_kl: 1.5711060762405396 (1.9192008484493603) | > loss_feat: 8.825915336608887 (7.07103308764371) | > loss_mel: 20.937955856323242 (20.88191171125932) | > loss_duration: 2.1251397132873535 (2.260141914541071) | > loss_1: 36.25931930541992 (34.801144079728566)  --> STEP: 23 | > loss_disc: 2.2172389030456543 (2.1999657050423) | > loss_disc_real_0: 0.11901067197322845 (0.12287370569032172) | > loss_disc_real_1: 0.16339190304279327 (0.2035347819328308) | > loss_disc_real_2: 0.2105153650045395 (0.20341332839882892) | > loss_disc_real_3: 0.30653780698776245 (0.25036454589470575) | > loss_disc_real_4: 0.29242387413978577 (0.23574376138656036) | > loss_disc_real_5: 0.27840107679367065 (0.2440925156292708) | > loss_0: 2.2172389030456543 (2.1999657050423) | > loss_gen: 2.711822748184204 (2.6707249413365903) | > loss_kl: 2.0363104343414307 (1.9242925695751025) | > loss_feat: 7.35744571685791 (7.083485810653023) | > loss_mel: 19.617462158203125 (20.82693564373514) | > loss_duration: 2.2228662967681885 (2.2585212355074673) | > loss_1: 33.94590759277344 (34.76395988464356)  --> STEP: 24 | > loss_disc: 1.919370174407959 (2.188274224599202) | > loss_disc_real_0: 0.04199008271098137 (0.1195035547328492) | > loss_disc_real_1: 0.20767150819301605 (0.2037071455270052) | > loss_disc_real_2: 0.17079176008701324 (0.2020540963858366) | > loss_disc_real_3: 0.2944190204143524 (0.252200148999691) | > loss_disc_real_4: 0.24346579611301422 (0.23606551283349594) | > loss_disc_real_5: 0.25739169120788574 (0.24464664794504642) | > loss_0: 1.919370174407959 (2.188274224599202) | > loss_gen: 3.0257015228271484 (2.6855156322320304) | > loss_kl: 1.9062390327453613 (1.9235403388738632) | > loss_feat: 7.939020156860352 (7.119133075078328) | > loss_mel: 21.84857749938965 (20.86950405438741) | > loss_duration: 2.42891788482666 (2.2656210958957668) | > loss_1: 37.14845275878906 (34.86331375439962)  --> STEP: 25 | > loss_disc: 2.721174478530884 (2.2095902347564693) | > loss_disc_real_0: 0.2711638808250427 (0.12556996777653695) | > loss_disc_real_1: 0.2199622243642807 (0.2043573486804962) | > loss_disc_real_2: 0.2904495298862457 (0.20558991372585297) | > loss_disc_real_3: 0.2624691426753998 (0.2526109087467194) | > loss_disc_real_4: 0.31440481543540955 (0.23919908493757247) | > loss_disc_real_5: 0.32899242639541626 (0.2480204790830612) | > loss_0: 2.721174478530884 (2.2095902347564693) | > loss_gen: 2.545074939727783 (2.6798980045318603) | > loss_kl: 1.8844282627105713 (1.9219758558273314) | > loss_feat: 4.95086669921875 (7.032402420043946) | > loss_mel: 18.923654556274414 (20.79167007446289) | > loss_duration: 2.3472204208374023 (2.268885068893432) | > loss_1: 30.6512451171875 (34.69483100891113)  --> STEP: 26 | > loss_disc: 1.922611117362976 (2.198552576395181) | > loss_disc_real_0: 0.04752155393362045 (0.12256810570565554) | > loss_disc_real_1: 0.09130004793405533 (0.20000899095947927) | > loss_disc_real_2: 0.22123940289020538 (0.20619181715525114) | > loss_disc_real_3: 0.13669684529304504 (0.24815267553696266) | > loss_disc_real_4: 0.18352164328098297 (0.2370576448738575) | > loss_disc_real_5: 0.23776289820671082 (0.24762595674166313) | > loss_0: 1.922611117362976 (2.198552576395181) | > loss_gen: 2.531698226928711 (2.6741980130855856) | > loss_kl: 1.8844645023345947 (1.9205331114622264) | > loss_feat: 10.580582618713379 (7.168870889223539) | > loss_mel: 21.07740020751953 (20.80265969496507) | > loss_duration: 2.276154041290283 (2.269164644754849) | > loss_1: 38.35029602050781 (34.83542581704946) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023736036740816557 (-3.069180708665121e-05) | > avg_loss_disc: 2.198552576395181 (-0.20821823982092091) | > avg_loss_disc_real_0: 0.12256810570565554 (-0.009998289008553207) | > avg_loss_disc_real_1: 0.20000899095947927 (-0.08282951752726841) | > avg_loss_disc_real_2: 0.20619181715525114 (-0.09105810809593934) | > avg_loss_disc_real_3: 0.24815267553696266 (-0.07759014574381021) | > avg_loss_disc_real_4: 0.2370576448738575 (-0.0708833345426963) | > avg_loss_disc_real_5: 0.24762595674166313 (-0.04754112202387581) | > avg_loss_0: 2.198552576395181 (-0.20821823982092091) | > avg_loss_gen: 2.6741980130855856 (-0.4635641208061805) | > avg_loss_kl: 1.9205331114622264 (-0.04107288213876603) | > avg_loss_feat: 7.168870889223539 (-0.1474859164311333) | > avg_loss_mel: 20.80265969496507 (+0.4279206349299507) | > avg_loss_duration: 2.269164644754849 (+0.004306518114529201) | > avg_loss_1: 34.83542581704946 (-0.21989594973051396)  > EPOCH: 75/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:14:02)   --> TIME: 2024-06-10 18:14:11 -- STEP: 24/330 -- GLOBAL_STEP: 112775 | > loss_disc: 2.3153395652770996 (2.2594921886920933) | > loss_disc_real_0: 0.09505611658096313 (0.11239320163925488) | > loss_disc_real_1: 0.19998875260353088 (0.19806276385982832) | > loss_disc_real_2: 0.2155807763338089 (0.21445078030228615) | > loss_disc_real_3: 0.24686236679553986 (0.22100605132679144) | > loss_disc_real_4: 0.20609113574028015 (0.21037166193127632) | > loss_disc_real_5: 0.20705333352088928 (0.2181601126988729) | > loss_0: 2.3153395652770996 (2.2594921886920933) | > grad_norm_0: tensor(11.6105, device='cuda:0') (tensor(10.1596, device='cuda:0')) | > loss_gen: 2.5291435718536377 (2.5860871275266013) | > loss_kl: 1.4754109382629395 (1.5714184989531834) | > loss_feat: 7.294966220855713 (6.989686171213786) | > loss_mel: 19.97373390197754 (20.418998877207436) | > loss_duration: 2.085170030593872 (2.1951866944630942) | > loss_1: 33.35842514038086 (33.76137717564901) | > grad_norm_1: tensor(178.2826, device='cuda:0') (tensor(104.9465, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3395 (0.3348209162553151) | > loader_time: 0.0031 (0.002946615219116211)  --> TIME: 2024-06-10 18:14:20 -- STEP: 49/330 -- GLOBAL_STEP: 112800 | > loss_disc: 2.2580838203430176 (2.232993086990045) | > loss_disc_real_0: 0.11196799576282501 (0.1088485299628608) | > loss_disc_real_1: 0.22162550687789917 (0.19996877166689658) | > loss_disc_real_2: 0.2439975142478943 (0.21199000064207582) | > loss_disc_real_3: 0.20465247333049774 (0.21549166921450166) | > loss_disc_real_4: 0.19541116058826447 (0.20829541220956918) | > loss_disc_real_5: 0.1975211650133133 (0.21483254463088755) | > loss_0: 2.2580838203430176 (2.232993086990045) | > grad_norm_0: tensor(12.1704, device='cuda:0') (tensor(12.3184, device='cuda:0')) | > loss_gen: 2.6473140716552734 (2.6322682439064504) | > loss_kl: 1.4760576486587524 (1.5975792067391532) | > loss_feat: 6.965933322906494 (7.251527698672548) | > loss_mel: 19.821361541748047 (20.51386350514937) | > loss_duration: 2.043095350265503 (2.1382561094906865) | > loss_1: 32.95376205444336 (34.13349470800282) | > grad_norm_1: tensor(251.5211, device='cuda:0') (tensor(160.4901, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3373 (0.33649808046769125) | > loader_time: 0.0033 (0.0031100779163594147)  --> TIME: 2024-06-10 18:14:28 -- STEP: 74/330 -- GLOBAL_STEP: 112825 | > loss_disc: 2.1686253547668457 (2.230199991045772) | > loss_disc_real_0: 0.11988337337970734 (0.10946911100197484) | > loss_disc_real_1: 0.16633538901805878 (0.1986274882345586) | > loss_disc_real_2: 0.24386762082576752 (0.21126491213972504) | > loss_disc_real_3: 0.20593401789665222 (0.21661183741447088) | > loss_disc_real_4: 0.2267674058675766 (0.20984807409144737) | > loss_disc_real_5: 0.23113447427749634 (0.2136244367103319) | > loss_0: 2.1686253547668457 (2.230199991045772) | > grad_norm_0: tensor(9.6194, device='cuda:0') (tensor(13.1722, device='cuda:0')) | > loss_gen: 2.997053384780884 (2.646625267492759) | > loss_kl: 1.6220686435699463 (1.6143876056413395) | > loss_feat: 7.6683502197265625 (7.351335158219209) | > loss_mel: 20.044864654541016 (20.53120589900661) | > loss_duration: 2.006669044494629 (2.114857425560823) | > loss_1: 34.33900451660156 (34.25841130437076) | > grad_norm_1: tensor(223.4109, device='cuda:0') (tensor(191.9527, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3409 (0.33967783644392685) | > loader_time: 0.0037 (0.003254236401738347)  --> TIME: 2024-06-10 18:14:37 -- STEP: 99/330 -- GLOBAL_STEP: 112850 | > loss_disc: 2.2188234329223633 (2.2327337216849292) | > loss_disc_real_0: 0.15346282720565796 (0.11191796601721736) | > loss_disc_real_1: 0.2105383276939392 (0.19899187756307196) | > loss_disc_real_2: 0.25306540727615356 (0.21118392516868284) | > loss_disc_real_3: 0.23060238361358643 (0.21805727361428617) | > loss_disc_real_4: 0.2149595022201538 (0.21114613883423083) | > loss_disc_real_5: 0.17508606612682343 (0.21185958024227258) | > loss_0: 2.2188234329223633 (2.2327337216849292) | > grad_norm_0: tensor(23.2336, device='cuda:0') (tensor(14.0299, device='cuda:0')) | > loss_gen: 2.5683841705322266 (2.654630446674849) | > loss_kl: 1.3881181478500366 (1.5974587214113487) | > loss_feat: 6.948299407958984 (7.376191591975664) | > loss_mel: 20.002304077148438 (20.496381162392964) | > loss_duration: 2.0883846282958984 (2.107115863549589) | > loss_1: 32.99549102783203 (34.23177765354963) | > grad_norm_1: tensor(271.7612, device='cuda:0') (tensor(197.1202, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3604 (0.34271300441086894) | > loader_time: 0.0038 (0.0033471126749057964)  --> TIME: 2024-06-10 18:14:46 -- STEP: 124/330 -- GLOBAL_STEP: 112875 | > loss_disc: 2.263713836669922 (2.2369891174377945) | > loss_disc_real_0: 0.12527549266815186 (0.11179699532447324) | > loss_disc_real_1: 0.19976799190044403 (0.20023879492955823) | > loss_disc_real_2: 0.21123310923576355 (0.21129795620518346) | > loss_disc_real_3: 0.2025657296180725 (0.21731746809617167) | > loss_disc_real_4: 0.22321729362010956 (0.21101255702876276) | > loss_disc_real_5: 0.1843699961900711 (0.2105789403280904) | > loss_0: 2.263713836669922 (2.2369891174377945) | > grad_norm_0: tensor(6.4669, device='cuda:0') (tensor(14.1754, device='cuda:0')) | > loss_gen: 2.607090473175049 (2.653989190055479) | > loss_kl: 1.5276840925216675 (1.5934848814241347) | > loss_feat: 7.376667499542236 (7.378323420401542) | > loss_mel: 20.752687454223633 (20.516923150708593) | > loss_duration: 2.092446804046631 (2.1048516150443786) | > loss_1: 34.35657501220703 (34.24757220668175) | > grad_norm_1: tensor(161.4507, device='cuda:0') (tensor(201.3176, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3523 (0.3455224979308344) | > loader_time: 0.0037 (0.0034708188426110054)  --> TIME: 2024-06-10 18:14:56 -- STEP: 149/330 -- GLOBAL_STEP: 112900 | > loss_disc: 2.201921224594116 (2.238936891491782) | > loss_disc_real_0: 0.13386186957359314 (0.11318204386922337) | > loss_disc_real_1: 0.19357368350028992 (0.20121337163368327) | > loss_disc_real_2: 0.2528325319290161 (0.21269966751937106) | > loss_disc_real_3: 0.2255554348230362 (0.21826070007061793) | > loss_disc_real_4: 0.17533457279205322 (0.21092832188478253) | > loss_disc_real_5: 0.18368402123451233 (0.2102762007673315) | > loss_0: 2.201921224594116 (2.238936891491782) | > grad_norm_0: tensor(14.3602, device='cuda:0') (tensor(14.4536, device='cuda:0')) | > loss_gen: 2.6533398628234863 (2.657855744329875) | > loss_kl: 1.5102864503860474 (1.5873987730717498) | > loss_feat: 7.1551995277404785 (7.380209685972073) | > loss_mel: 20.418455123901367 (20.542129196576614) | > loss_duration: 2.1127753257751465 (2.1049866756336804) | > loss_1: 33.85005569458008 (34.272580076384045) | > grad_norm_1: tensor(159.1603, device='cuda:0') (tensor(188.2728, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3592 (0.34790038582462596) | > loader_time: 0.0042 (0.003572992030406158)  --> TIME: 2024-06-10 18:15:05 -- STEP: 174/330 -- GLOBAL_STEP: 112925 | > loss_disc: 2.321213722229004 (2.233766342031546) | > loss_disc_real_0: 0.11319012194871902 (0.11348269614337504) | > loss_disc_real_1: 0.20596110820770264 (0.2007315225642303) | > loss_disc_real_2: 0.1920488476753235 (0.21256665979651207) | > loss_disc_real_3: 0.22499926388263702 (0.217621488732168) | > loss_disc_real_4: 0.21506951749324799 (0.21025734403352628) | > loss_disc_real_5: 0.21101754903793335 (0.21046298399738883) | > loss_0: 2.321213722229004 (2.233766342031546) | > grad_norm_0: tensor(9.3264, device='cuda:0') (tensor(14.0977, device='cuda:0')) | > loss_gen: 2.563702344894409 (2.6621603582097197) | > loss_kl: 1.4529658555984497 (1.5827411337830555) | > loss_feat: 7.45584774017334 (7.398621750974107) | > loss_mel: 20.226207733154297 (20.51182008063655) | > loss_duration: 2.187432289123535 (2.1071668356314484) | > loss_1: 33.88615417480469 (34.262510157179534) | > grad_norm_1: tensor(93.9604, device='cuda:0') (tensor(179.6205, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3786 (0.35111012815058923) | > loader_time: 0.0044 (0.003697735139693337)  --> TIME: 2024-06-10 18:15:15 -- STEP: 199/330 -- GLOBAL_STEP: 112950 | > loss_disc: 2.4158949851989746 (2.2348171945792368) | > loss_disc_real_0: 0.07611352205276489 (0.11376188055204986) | > loss_disc_real_1: 0.23524209856987 (0.20061663017800105) | > loss_disc_real_2: 0.28646016120910645 (0.21307910551976925) | > loss_disc_real_3: 0.24331964552402496 (0.21840557770513405) | > loss_disc_real_4: 0.2180967628955841 (0.21083398724920185) | > loss_disc_real_5: 0.25124379992485046 (0.21085104952805006) | > loss_0: 2.4158949851989746 (2.2348171945792368) | > grad_norm_0: tensor(15.3906, device='cuda:0') (tensor(15.2610, device='cuda:0')) | > loss_gen: 2.5544161796569824 (2.6650464043545363) | > loss_kl: 1.606786847114563 (1.580329193541752) | > loss_feat: 6.247666358947754 (7.411974743982056) | > loss_mel: 20.145200729370117 (20.476243771500318) | > loss_duration: 2.215723991394043 (2.1129734540105485) | > loss_1: 32.76979446411133 (34.246567510480205) | > grad_norm_1: tensor(118.6271, device='cuda:0') (tensor(188.4746, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3837 (0.35647277376759606) | > loader_time: 0.0045 (0.0038276976676442516)  --> TIME: 2024-06-10 18:15:25 -- STEP: 224/330 -- GLOBAL_STEP: 112975 | > loss_disc: 2.1397390365600586 (2.2336324708802375) | > loss_disc_real_0: 0.10656227916479111 (0.11400186556524464) | > loss_disc_real_1: 0.1741618812084198 (0.20032437445063675) | > loss_disc_real_2: 0.20841281116008759 (0.21327272390148475) | > loss_disc_real_3: 0.212892085313797 (0.21765205230829968) | > loss_disc_real_4: 0.23964419960975647 (0.2100643880133118) | > loss_disc_real_5: 0.20500850677490234 (0.2098811477023576) | > loss_0: 2.1397390365600586 (2.2336324708802375) | > grad_norm_0: tensor(12.6045, device='cuda:0') (tensor(16.2568, device='cuda:0')) | > loss_gen: 2.7954750061035156 (2.666383156819003) | > loss_kl: 1.6054584980010986 (1.5800210854836874) | > loss_feat: 8.320296287536621 (7.433316254190037) | > loss_mel: 20.221960067749023 (20.42974443946565) | > loss_duration: 2.223759174346924 (2.1182535056556997) | > loss_1: 35.16695022583008 (34.2277183958462) | > grad_norm_1: tensor(366.6266, device='cuda:0') (tensor(197.6219, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.3917 (0.361675296510969) | > loader_time: 0.0055 (0.003999097006661552)  --> TIME: 2024-06-10 18:15:36 -- STEP: 249/330 -- GLOBAL_STEP: 113000 | > loss_disc: 2.1735637187957764 (2.233560613839024) | > loss_disc_real_0: 0.10259246826171875 (0.1143863830999677) | > loss_disc_real_1: 0.20140673220157623 (0.19968114200844822) | > loss_disc_real_2: 0.20204609632492065 (0.21252423895889502) | > loss_disc_real_3: 0.25982844829559326 (0.21825448085505317) | > loss_disc_real_4: 0.24251487851142883 (0.21000137733647142) | > loss_disc_real_5: 0.19735804200172424 (0.20918151066006427) | > loss_0: 2.1735637187957764 (2.233560613839024) | > grad_norm_0: tensor(13.4288, device='cuda:0') (tensor(16.9959, device='cuda:0')) | > loss_gen: 2.8332738876342773 (2.6628131138751785) | > loss_kl: 1.503137230873108 (1.5764565223670868) | > loss_feat: 7.182872772216797 (7.419351962675531) | > loss_mel: 21.01685905456543 (20.391292617981684) | > loss_duration: 2.184565544128418 (2.1245186137387098) | > loss_1: 34.72071075439453 (34.1744328081368) | > grad_norm_1: tensor(277.1738, device='cuda:0') (tensor(205.5758, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.4108 (0.3669538047897769) | > loader_time: 0.0057 (0.004171722864051419) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_113000.pth  --> TIME: 2024-06-10 18:15:53 -- STEP: 274/330 -- GLOBAL_STEP: 113025 | > loss_disc: 2.2766780853271484 (2.2345565474816484) | > loss_disc_real_0: 0.15959464013576508 (0.11495815350735275) | > loss_disc_real_1: 0.20655180513858795 (0.20042859344151767) | > loss_disc_real_2: 0.24117907881736755 (0.21287121406219306) | > loss_disc_real_3: 0.24922141432762146 (0.21787837599098245) | > loss_disc_real_4: 0.22521468997001648 (0.21021293604025876) | > loss_disc_real_5: 0.22009886801242828 (0.2092646047690489) | > loss_0: 2.2766780853271484 (2.2345565474816484) | > grad_norm_0: tensor(71.1136, device='cuda:0') (tensor(18.9118, device='cuda:0')) | > loss_gen: 2.758357048034668 (2.665733405273326) | > loss_kl: 1.68911612033844 (1.5776338968833872) | > loss_feat: 7.576139450073242 (7.448638423515932) | > loss_mel: 19.750032424926758 (20.34624002971788) | > loss_duration: 2.1929001808166504 (2.1308817837360152) | > loss_1: 33.966548919677734 (34.16912752694452) | > grad_norm_1: tensor(566.9308, device='cuda:0') (tensor(219.9786, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.4373 (0.37345454814660295) | > loader_time: 0.0063 (0.004401762990185813)  --> TIME: 2024-06-10 18:16:04 -- STEP: 299/330 -- GLOBAL_STEP: 113050 | > loss_disc: 2.2495477199554443 (2.2359848544749115) | > loss_disc_real_0: 0.07032014429569244 (0.11513160296208087) | > loss_disc_real_1: 0.20325760543346405 (0.20102778729985796) | > loss_disc_real_2: 0.19598183035850525 (0.21246438166967607) | > loss_disc_real_3: 0.23304694890975952 (0.21797378854608052) | > loss_disc_real_4: 0.2021327018737793 (0.21050254631800003) | > loss_disc_real_5: 0.20649589598178864 (0.20924583481107664) | > loss_0: 2.2495477199554443 (2.2359848544749115) | > grad_norm_0: tensor(10.5496, device='cuda:0') (tensor(19.4362, device='cuda:0')) | > loss_gen: 2.681375503540039 (2.664311430526019) | > loss_kl: 1.630077600479126 (1.5806635642131444) | > loss_feat: 8.013067245483398 (7.464800978185341) | > loss_mel: 19.536558151245117 (20.293481227147538) | > loss_duration: 2.291840076446533 (2.1395465921000096) | > loss_1: 34.15291976928711 (34.142803836426985) | > grad_norm_1: tensor(239.0305, device='cuda:0') (tensor(229.9711, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.4556 (0.37986385543210854) | > loader_time: 0.0067 (0.004577736392069022)  --> TIME: 2024-06-10 18:16:18 -- STEP: 324/330 -- GLOBAL_STEP: 113075 | > loss_disc: 2.194766044616699 (2.238871261293503) | > loss_disc_real_0: 0.09694712609052658 (0.11631325763408787) | > loss_disc_real_1: 0.1931682676076889 (0.20179799442857882) | > loss_disc_real_2: 0.23115821182727814 (0.21279121342080612) | > loss_disc_real_3: 0.16481074690818787 (0.21770673157808218) | > loss_disc_real_4: 0.14367638528347015 (0.2104058866331607) | > loss_disc_real_5: 0.15301375091075897 (0.2085082806462859) | > loss_0: 2.194766044616699 (2.238871261293503) | > grad_norm_0: tensor(28.3058, device='cuda:0') (tensor(20.2652, device='cuda:0')) | > loss_gen: 2.2730703353881836 (2.662024171264083) | > loss_kl: 1.7807153463363647 (1.584460514931032) | > loss_feat: 9.961313247680664 (7.519435277691594) | > loss_mel: 20.336368560791016 (20.265378280922214) | > loss_duration: 2.325561046600342 (2.152520699265563) | > loss_1: 36.67702865600586 (34.18381896431061) | > grad_norm_1: tensor(362.2483, device='cuda:0') (tensor(241.0100, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.5932 (0.39151168163911815) | > loader_time: 0.01 (0.0048471122612187886)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2637765407562256 (2.2637765407562256) | > loss_disc_real_0: 0.09113749861717224 (0.09113749861717224) | > loss_disc_real_1: 0.23703168332576752 (0.23703168332576752) | > loss_disc_real_2: 0.2285434901714325 (0.2285434901714325) | > loss_disc_real_3: 0.2627756595611572 (0.2627756595611572) | > loss_disc_real_4: 0.22830431163311005 (0.22830431163311005) | > loss_disc_real_5: 0.22035296261310577 (0.22035296261310577) | > loss_0: 2.2637765407562256 (2.2637765407562256) | > loss_gen: 2.4487316608428955 (2.4487316608428955) | > loss_kl: 1.9838942289352417 (1.9838942289352417) | > loss_feat: 6.047621250152588 (6.047621250152588) | > loss_mel: 15.841389656066895 (15.841389656066895) | > loss_duration: 2.8278908729553223 (2.8278908729553223) | > loss_1: 29.14952850341797 (29.14952850341797)  --> STEP: 1 | > loss_disc: 2.0111162662506104 (2.0111162662506104) | > loss_disc_real_0: 0.07904519885778427 (0.07904519885778427) | > loss_disc_real_1: 0.2673814296722412 (0.2673814296722412) | > loss_disc_real_2: 0.17110563814640045 (0.17110563814640045) | > loss_disc_real_3: 0.2357008308172226 (0.2357008308172226) | > loss_disc_real_4: 0.18452882766723633 (0.18452882766723633) | > loss_disc_real_5: 0.2292676866054535 (0.2292676866054535) | > loss_0: 2.0111162662506104 (2.0111162662506104) | > loss_gen: 2.7413620948791504 (2.7413620948791504) | > loss_kl: 2.0048952102661133 (2.0048952102661133) | > loss_feat: 6.694907188415527 (6.694907188415527) | > loss_mel: 19.69452667236328 (19.69452667236328) | > loss_duration: 2.4212868213653564 (2.4212868213653564) | > loss_1: 33.556976318359375 (33.556976318359375)  --> STEP: 2 | > loss_disc: 2.3511288166046143 (2.1811225414276123) | > loss_disc_real_0: 0.07072661072015762 (0.07488590478897095) | > loss_disc_real_1: 0.18975776433944702 (0.22856959700584412) | > loss_disc_real_2: 0.24091795086860657 (0.2060117945075035) | > loss_disc_real_3: 0.2640417516231537 (0.24987129122018814) | > loss_disc_real_4: 0.265415757894516 (0.22497229278087616) | > loss_disc_real_5: 0.2571796774864197 (0.24322368204593658) | > loss_0: 2.3511288166046143 (2.1811225414276123) | > loss_gen: 2.3143856525421143 (2.5278738737106323) | > loss_kl: 1.8307360410690308 (1.917815625667572) | > loss_feat: 6.011917591094971 (6.353412389755249) | > loss_mel: 20.799518585205078 (20.24702262878418) | > loss_duration: 2.4003069400787354 (2.410796880722046) | > loss_1: 33.35686492919922 (33.4569206237793)  --> STEP: 3 | > loss_disc: 2.0207486152648926 (2.127664566040039) | > loss_disc_real_0: 0.06903959065675735 (0.07293713341156642) | > loss_disc_real_1: 0.19280937314033508 (0.21664952238400778) | > loss_disc_real_2: 0.20999832451343536 (0.20734063784281412) | > loss_disc_real_3: 0.22102421522140503 (0.24025559922059378) | > loss_disc_real_4: 0.21238826215267181 (0.22077761590480804) | > loss_disc_real_5: 0.2687245011329651 (0.2517239550749461) | > loss_0: 2.0207486152648926 (2.127664566040039) | > loss_gen: 2.94541597366333 (2.6670545736948648) | > loss_kl: 2.0519843101501465 (1.962538520495097) | > loss_feat: 8.220342636108398 (6.975722471872966) | > loss_mel: 22.522401809692383 (21.005482355753582) | > loss_duration: 2.207705497741699 (2.34309975306193) | > loss_1: 37.947853088378906 (34.953898111979164)  --> STEP: 4 | > loss_disc: 1.858072280883789 (2.0602664947509766) | > loss_disc_real_0: 0.05976090580224991 (0.06964307650923729) | > loss_disc_real_1: 0.18075844645500183 (0.2076767534017563) | > loss_disc_real_2: 0.20450222492218018 (0.20663103461265564) | > loss_disc_real_3: 0.18560762703418732 (0.22659360617399216) | > loss_disc_real_4: 0.18922343850135803 (0.21288907155394554) | > loss_disc_real_5: 0.24457746744155884 (0.24993733316659927) | > loss_0: 1.858072280883789 (2.0602664947509766) | > loss_gen: 2.950754404067993 (2.737979531288147) | > loss_kl: 2.111729383468628 (1.9998362362384796) | > loss_feat: 8.164037704467773 (7.2728012800216675) | > loss_mel: 20.220054626464844 (20.809125423431396) | > loss_duration: 2.174942970275879 (2.3010605573654175) | > loss_1: 35.62152099609375 (35.12080383300781)  --> STEP: 5 | > loss_disc: 2.3952152729034424 (2.12725625038147) | > loss_disc_real_0: 0.07149273157119751 (0.07001300752162934) | > loss_disc_real_1: 0.36611565947532654 (0.23936453461647034) | > loss_disc_real_2: 0.2160566747188568 (0.20851616263389589) | > loss_disc_real_3: 0.24092651903629303 (0.22946018874645233) | > loss_disc_real_4: 0.23775562644004822 (0.21786238253116608) | > loss_disc_real_5: 0.23797011375427246 (0.2475438892841339) | > loss_0: 2.3952152729034424 (2.12725625038147) | > loss_gen: 2.4910035133361816 (2.688584327697754) | > loss_kl: 1.552994728088379 (1.9104679346084594) | > loss_feat: 6.432892799377441 (7.104819583892822) | > loss_mel: 20.637439727783203 (20.774788284301756) | > loss_duration: 2.4051578044891357 (2.321880006790161) | > loss_1: 33.51948928833008 (34.800540924072266)  --> STEP: 6 | > loss_disc: 2.5951731204986572 (2.205242395401001) | > loss_disc_real_0: 0.0759771317243576 (0.07100702822208405) | > loss_disc_real_1: 0.19475719332695007 (0.23192997773488364) | > loss_disc_real_2: 0.2689099907875061 (0.2185818006594976) | > loss_disc_real_3: 0.385377436876297 (0.2554463967680931) | > loss_disc_real_4: 0.3890526592731476 (0.24639409532149634) | > loss_disc_real_5: 0.4049626290798187 (0.27378034591674805) | > loss_0: 2.5951731204986572 (2.205242395401001) | > loss_gen: 2.5936601161956787 (2.6727636257807412) | > loss_kl: 1.6760331392288208 (1.871395468711853) | > loss_feat: 4.233520984649658 (6.626269817352295) | > loss_mel: 20.079004287719727 (20.658824284871418) | > loss_duration: 2.1646907329559326 (2.2956817944844565) | > loss_1: 30.74690818786621 (34.124935468037926)  --> STEP: 7 | > loss_disc: 2.676919460296631 (2.272624833243234) | > loss_disc_real_0: 0.0840558260679245 (0.07287114220006126) | > loss_disc_real_1: 0.3719024658203125 (0.2519260474613735) | > loss_disc_real_2: 0.26677805185317993 (0.2254669794014522) | > loss_disc_real_3: 0.30602577328681946 (0.262672021985054) | > loss_disc_real_4: 0.2846502363681793 (0.2518592583281653) | > loss_disc_real_5: 0.28479287028312683 (0.2753535636833736) | > loss_0: 2.676919460296631 (2.272624833243234) | > loss_gen: 2.3831145763397217 (2.63138519014631) | > loss_kl: 2.1462044715881348 (1.910653897694179) | > loss_feat: 4.943270206451416 (6.385841301509312) | > loss_mel: 19.28131103515625 (20.46203667776925) | > loss_duration: 2.3712692260742188 (2.3064799989972795) | > loss_1: 31.125167846679688 (33.696397236415315)  --> STEP: 8 | > loss_disc: 1.9705915451049805 (2.234870672225952) | > loss_disc_real_0: 0.10648193955421448 (0.0770724918693304) | > loss_disc_real_1: 0.23609237372875214 (0.2499468382447958) | > loss_disc_real_2: 0.2128777652978897 (0.2238933276385069) | > loss_disc_real_3: 0.14588098227977753 (0.24807314202189445) | > loss_disc_real_4: 0.14120204746723175 (0.2380271069705486) | > loss_disc_real_5: 0.21166105568408966 (0.2673920001834631) | > loss_0: 1.9705915451049805 (2.234870672225952) | > loss_gen: 2.7640652656555176 (2.647970199584961) | > loss_kl: 2.50476336479187 (1.9849175810813904) | > loss_feat: 9.248080253601074 (6.7436211705207825) | > loss_mel: 21.341745376586914 (20.57200026512146) | > loss_duration: 2.2259058952331543 (2.296408236026764) | > loss_1: 38.08456039428711 (34.24491763114929)  --> STEP: 9 | > loss_disc: 2.287374973297119 (2.240704483456082) | > loss_disc_real_0: 0.08920148015022278 (0.07842015723387401) | > loss_disc_real_1: 0.19502823054790497 (0.24384477072291905) | > loss_disc_real_2: 0.23541058599948883 (0.22517302301194933) | > loss_disc_real_3: 0.3066805899143219 (0.2545850806766086) | > loss_disc_real_4: 0.22739386558532715 (0.23684563570552403) | > loss_disc_real_5: 0.33612123131752014 (0.27502858142058056) | > loss_0: 2.287374973297119 (2.240704483456082) | > loss_gen: 2.827225923538208 (2.667887502246433) | > loss_kl: 1.9751884937286377 (1.983836571375529) | > loss_feat: 8.071723937988281 (6.891188144683838) | > loss_mel: 21.14575958251953 (20.635751300387913) | > loss_duration: 2.102910041809082 (2.274908436669244) | > loss_1: 36.122806549072266 (34.45357195536295)  --> STEP: 10 | > loss_disc: 2.6537225246429443 (2.282006287574768) | > loss_disc_real_0: 0.13174203038215637 (0.08375234454870224) | > loss_disc_real_1: 0.25932514667510986 (0.24539280831813812) | > loss_disc_real_2: 0.2647389769554138 (0.22912961840629578) | > loss_disc_real_3: 0.29316651821136475 (0.2584432244300842) | > loss_disc_real_4: 0.28052419424057007 (0.24121349155902863) | > loss_disc_real_5: 0.32116004824638367 (0.27964172810316085) | > loss_0: 2.6537225246429443 (2.282006287574768) | > loss_gen: 2.449495315551758 (2.6460482835769654) | > loss_kl: 1.4649914503097534 (1.9319520592689514) | > loss_feat: 4.901663303375244 (6.692235660552979) | > loss_mel: 16.648954391479492 (20.23707160949707) | > loss_duration: 2.253993034362793 (2.2728168964385986) | > loss_1: 27.719097137451172 (33.780124473571775)  --> STEP: 11 | > loss_disc: 2.167044162750244 (2.271555185317993) | > loss_disc_real_0: 0.08217687904834747 (0.08360912041230635) | > loss_disc_real_1: 0.28479114174842834 (0.24897447499361905) | > loss_disc_real_2: 0.17642709612846375 (0.22433848001740195) | > loss_disc_real_3: 0.20809490978717804 (0.25386610491709277) | > loss_disc_real_4: 0.2214072048664093 (0.2394129200415178) | > loss_disc_real_5: 0.25610649585723877 (0.27750216153534973) | > loss_0: 2.167044162750244 (2.271555185317993) | > loss_gen: 2.645455837249756 (2.6459944248199463) | > loss_kl: 2.21563982963562 (1.9577418565750122) | > loss_feat: 6.882363319396973 (6.70951999317516) | > loss_mel: 22.168163299560547 (20.41262539950284) | > loss_duration: 2.403151512145996 (2.284665497866544) | > loss_1: 36.31477355957031 (34.01054711775346)  --> STEP: 12 | > loss_disc: 2.1986467838287354 (2.265479485193888) | > loss_disc_real_0: 0.05954308062791824 (0.08160361709694068) | > loss_disc_real_1: 0.1864067018032074 (0.2437604938944181) | > loss_disc_real_2: 0.25041690468788147 (0.22651168207327524) | > loss_disc_real_3: 0.24240753054618835 (0.2529112237195174) | > loss_disc_real_4: 0.15115968883037567 (0.23205848410725594) | > loss_disc_real_5: 0.2176160365343094 (0.2725116511185964) | > loss_0: 2.1986467838287354 (2.265479485193888) | > loss_gen: 2.3543429374694824 (2.6216901342074075) | > loss_kl: 1.495279312133789 (1.9192033112049103) | > loss_feat: 6.411471843719482 (6.684682647387187) | > loss_mel: 22.32941436767578 (20.572357813517254) | > loss_duration: 2.1515445709228516 (2.273572087287903) | > loss_1: 34.74205017089844 (34.07150570551554)  --> STEP: 13 | > loss_disc: 2.116651773452759 (2.2540311996753397) | > loss_disc_real_0: 0.0747634619474411 (0.08107745131620994) | > loss_disc_real_1: 0.2875688076019287 (0.2471303641796112) | > loss_disc_real_2: 0.17412009835243225 (0.22248156024859503) | > loss_disc_real_3: 0.1741030216217041 (0.24684905432737791) | > loss_disc_real_4: 0.10459723323583603 (0.2222537725017621) | > loss_disc_real_5: 0.16509686410427094 (0.26424897519441753) | > loss_0: 2.116651773452759 (2.2540311996753397) | > loss_gen: 2.301154136657715 (2.597033519011277) | > loss_kl: 1.9872705936431885 (1.9244392560078547) | > loss_feat: 6.926701068878174 (6.7032994490403395) | > loss_mel: 19.155710220336914 (20.46338492173415) | > loss_duration: 2.1494064331054688 (2.2640208831200233) | > loss_1: 32.52024459838867 (33.95217792804424)  --> STEP: 14 | > loss_disc: 2.247274398803711 (2.253548571041652) | > loss_disc_real_0: 0.08976729214191437 (0.08169815423233169) | > loss_disc_real_1: 0.2294742465019226 (0.24586921291691916) | > loss_disc_real_2: 0.2415114790201187 (0.2238408401608467) | > loss_disc_real_3: 0.20813407003879547 (0.24408369830676488) | > loss_disc_real_4: 0.18747742474079132 (0.21976974766169274) | > loss_disc_real_5: 0.21945834159851074 (0.26104964422328136) | > loss_0: 2.247274398803711 (2.253548571041652) | > loss_gen: 2.4077370166778564 (2.583512340273176) | > loss_kl: 1.8823801279067993 (1.921435032572065) | > loss_feat: 7.726302623748779 (6.776371104376657) | > loss_mel: 23.06695556640625 (20.649354253496444) | > loss_duration: 2.3472557067871094 (2.2699662276676724) | > loss_1: 37.43062973022461 (34.20063877105712)  --> STEP: 15 | > loss_disc: 2.160870313644409 (2.2473700205485025) | > loss_disc_real_0: 0.05956938862800598 (0.08022290319204331) | > loss_disc_real_1: 0.24889878928661346 (0.24607118467489877) | > loss_disc_real_2: 0.20894473791122437 (0.22284776667753856) | > loss_disc_real_3: 0.2634842097759247 (0.2453770657380422) | > loss_disc_real_4: 0.25884810090065 (0.22237497121095656) | > loss_disc_real_5: 0.3439687490463257 (0.26657758454481767) | > loss_0: 2.160870313644409 (2.2473700205485025) | > loss_gen: 2.851715087890625 (2.6013925234476725) | > loss_kl: 2.018362522125244 (1.9278968652089437) | > loss_feat: 9.332477569580078 (6.946778202056885) | > loss_mel: 22.987030029296875 (20.805199305216473) | > loss_duration: 2.2061209678649902 (2.26570987701416) | > loss_1: 39.39570236206055 (34.54697634379068)  --> STEP: 16 | > loss_disc: 2.3544540405273438 (2.25406277179718) | > loss_disc_real_0: 0.11573337018489838 (0.08244230737909675) | > loss_disc_real_1: 0.2828614115715027 (0.24837057385593653) | > loss_disc_real_2: 0.2039927989244461 (0.22166933119297028) | > loss_disc_real_3: 0.2258695363998413 (0.24415784515440464) | > loss_disc_real_4: 0.18968243896961212 (0.22033168794587255) | > loss_disc_real_5: 0.21775411069393158 (0.2635261174291373) | > loss_0: 2.3544540405273438 (2.25406277179718) | > loss_gen: 2.4299495220184326 (2.590677335858345) | > loss_kl: 1.4577351808547974 (1.8985117599368095) | > loss_feat: 7.0012125968933105 (6.950180351734161) | > loss_mel: 18.92142105102539 (20.68746316432953) | > loss_duration: 2.3599367141723633 (2.271599054336548) | > loss_1: 32.17025375366211 (34.39843118190765)  --> STEP: 17 | > loss_disc: 2.249521255493164 (2.253795623779297) | > loss_disc_real_0: 0.10859876871109009 (0.08398092275156695) | > loss_disc_real_1: 0.2689589858055115 (0.24958165691179388) | > loss_disc_real_2: 0.3149816691875458 (0.2271582922514747) | > loss_disc_real_3: 0.21456961333751678 (0.24241736092988184) | > loss_disc_real_4: 0.20766128599643707 (0.21958637018414104) | > loss_disc_real_5: 0.31236883997917175 (0.2663992187556099) | > loss_0: 2.249521255493164 (2.253795623779297) | > loss_gen: 2.7994120121002197 (2.6029558462255142) | > loss_kl: 2.043384075164795 (1.9070336608325733) | > loss_feat: 7.424891948699951 (6.978104563320384) | > loss_mel: 19.51784324645996 (20.618661992690143) | > loss_duration: 2.394200325012207 (2.2788108937880573) | > loss_1: 34.17972946166992 (34.38556637483484)  --> STEP: 18 | > loss_disc: 1.8811966180801392 (2.2330956790182324) | > loss_disc_real_0: 0.07867322862148285 (0.08368605085545117) | > loss_disc_real_1: 0.19077488780021667 (0.24631461418337292) | > loss_disc_real_2: 0.13286583125591278 (0.2219198221961657) | > loss_disc_real_3: 0.07951199263334274 (0.2333670626911852) | > loss_disc_real_4: 0.07866302877664566 (0.21175729566150242) | > loss_disc_real_5: 0.1987209916114807 (0.2626393172476027) | > loss_0: 1.8811966180801392 (2.2330956790182324) | > loss_gen: 2.5410637855529785 (2.599517398410373) | > loss_kl: 1.6104220151901245 (1.8905552360746596) | > loss_feat: 10.177048683166504 (7.155823681089613) | > loss_mel: 22.15119743347168 (20.703802850511337) | > loss_duration: 2.2087900638580322 (2.274920847680834) | > loss_1: 38.68852233886719 (34.62461948394775)  --> STEP: 19 | > loss_disc: 2.2445619106292725 (2.233699164892498) | > loss_disc_real_0: 0.049663472920656204 (0.081895388858883) | > loss_disc_real_1: 0.2521902024745941 (0.24662385567238457) | > loss_disc_real_2: 0.2849593162536621 (0.225237690304455) | > loss_disc_real_3: 0.31361180543899536 (0.23759047020422785) | > loss_disc_real_4: 0.28539714217185974 (0.2156330770567844) | > loss_disc_real_5: 0.3113037645816803 (0.2652006039493962) | > loss_0: 2.2445619106292725 (2.233699164892498) | > loss_gen: 2.9267985820770264 (2.616742723866513) | > loss_kl: 1.4341869354248047 (1.8665358518299304) | > loss_feat: 7.274211406707764 (7.162054614016884) | > loss_mel: 18.630937576293945 (20.594704678184108) | > loss_duration: 2.3294129371643066 (2.27778885239049) | > loss_1: 32.59554672241211 (34.51782618070903)  --> STEP: 20 | > loss_disc: 2.432171106338501 (2.243622761964798) | > loss_disc_real_0: 0.10825332254171371 (0.08321328554302454) | > loss_disc_real_1: 0.2374352514743805 (0.24616442546248435) | > loss_disc_real_2: 0.2434939742088318 (0.22615050449967383) | > loss_disc_real_3: 0.29185914993286133 (0.24030390419065953) | > loss_disc_real_4: 0.25643396377563477 (0.2176731213927269) | > loss_disc_real_5: 0.3770946264266968 (0.2707953050732612) | > loss_0: 2.432171106338501 (2.243622761964798) | > loss_gen: 2.6535568237304688 (2.6185834288597105) | > loss_kl: 1.7554916143417358 (1.8609836399555206) | > loss_feat: 6.366077899932861 (7.122255778312683) | > loss_mel: 19.595230102539062 (20.544730949401856) | > loss_duration: 2.30424165725708 (2.2791114926338194) | > loss_1: 32.674598693847656 (34.42566480636596)  --> STEP: 21 | > loss_disc: 2.32098126411438 (2.2473065001623973) | > loss_disc_real_0: 0.10185141861438751 (0.08410081568927992) | > loss_disc_real_1: 0.25423499941825867 (0.2465487385079974) | > loss_disc_real_2: 0.2676134407520294 (0.2281249300355003) | > loss_disc_real_3: 0.2137828916311264 (0.23904099883068175) | > loss_disc_real_4: 0.19203470647335052 (0.21645224449180422) | > loss_disc_real_5: 0.2695985436439514 (0.2707383164337703) | > loss_0: 2.32098126411438 (2.2473065001623973) | > loss_gen: 2.4617958068847656 (2.6111173516228083) | > loss_kl: 1.5594185590744019 (1.8466233980088007) | > loss_feat: 5.809554576873779 (7.0597461972917825) | > loss_mel: 20.05463409423828 (20.521393003917876) | > loss_duration: 2.1693058013916016 (2.273882650193714) | > loss_1: 32.054710388183594 (34.31276221502394)  --> STEP: 22 | > loss_disc: 1.9575802087783813 (2.2341371232813056) | > loss_disc_real_0: 0.07576208561658859 (0.08372178250415759) | > loss_disc_real_1: 0.1895112544298172 (0.24395612559535287) | > loss_disc_real_2: 0.18591730296611786 (0.22620640153234656) | > loss_disc_real_3: 0.19467946887016296 (0.2370245656506582) | > loss_disc_real_4: 0.20029766857624054 (0.21571794558655133) | > loss_disc_real_5: 0.23629353940486908 (0.2691726447506384) | > loss_0: 1.9575802087783813 (2.2341371232813056) | > loss_gen: 2.9672281742095947 (2.627304207194935) | > loss_kl: 1.7890249490737915 (1.844005286693573) | > loss_feat: 8.498327255249023 (7.125136245380748) | > loss_mel: 21.097858428955078 (20.547595977783203) | > loss_duration: 2.1514601707458496 (2.2683179920369927) | > loss_1: 36.50389862060547 (34.41235932436855)  --> STEP: 23 | > loss_disc: 2.461388111114502 (2.2440176010131836) | > loss_disc_real_0: 0.1030997633934021 (0.0845643034123856) | > loss_disc_real_1: 0.3314913809299469 (0.24776200626207434) | > loss_disc_real_2: 0.22615276277065277 (0.22620406941227292) | > loss_disc_real_3: 0.30654609203338623 (0.2400472407107768) | > loss_disc_real_4: 0.3112519085407257 (0.2198715961497763) | > loss_disc_real_5: 0.2938618063926697 (0.2702460865611615) | > loss_0: 2.461388111114502 (2.2440176010131836) | > loss_gen: 2.872065305709839 (2.6379459940868877) | > loss_kl: 2.264036178588867 (1.8622674993846728) | > loss_feat: 6.6680169105529785 (7.105261491692585) | > loss_mel: 20.231809616088867 (20.533866135970406) | > loss_duration: 2.305084228515625 (2.2699165240578028) | > loss_1: 34.34101104736328 (34.40925722536832)  --> STEP: 24 | > loss_disc: 2.7388322353363037 (2.2646348774433136) | > loss_disc_real_0: 0.12384530156850815 (0.08620101166889071) | > loss_disc_real_1: 0.2886852025985718 (0.24946713944276175) | > loss_disc_real_2: 0.25825440883636475 (0.22753950022161007) | > loss_disc_real_3: 0.32095998525619507 (0.24341860506683588) | > loss_disc_real_4: 0.43754252791404724 (0.22894121830662092) | > loss_disc_real_5: 0.5124884247779846 (0.2803395173201958) | > loss_0: 2.7388322353363037 (2.2646348774433136) | > loss_gen: 2.8301475048065186 (2.6459543903668723) | > loss_kl: 1.8630366325378418 (1.8622995465993881) | > loss_feat: 4.841414451599121 (7.01093453168869) | > loss_mel: 19.340242385864258 (20.484131813049316) | > loss_duration: 2.4118356704711914 (2.275829821825027) | > loss_1: 31.28667449951172 (34.27914961179096)  --> STEP: 25 | > loss_disc: 2.4358158111572266 (2.27148211479187) | > loss_disc_real_0: 0.08514344692230225 (0.08615870907902717) | > loss_disc_real_1: 0.28226983547210693 (0.2507792472839355) | > loss_disc_real_2: 0.23929496109485626 (0.2280097186565399) | > loss_disc_real_3: 0.2334105223417282 (0.24301828175783158) | > loss_disc_real_4: 0.21343283355236053 (0.2283208829164505) | > loss_disc_real_5: 0.21269427239894867 (0.27763370752334593) | > loss_0: 2.4358158111572266 (2.27148211479187) | > loss_gen: 2.4343957901000977 (2.637492046356201) | > loss_kl: 1.9545146226882935 (1.8659881496429442) | > loss_feat: 6.512178421020508 (6.990984287261963) | > loss_mel: 19.993610382080078 (20.464510955810546) | > loss_duration: 2.344841480255127 (2.278590288162231) | > loss_1: 33.239540100097656 (34.23756523132323)  --> STEP: 26 | > loss_disc: 2.6052603721618652 (2.2843197400753317) | > loss_disc_real_0: 0.096608966588974 (0.08656064206017898) | > loss_disc_real_1: 0.22477489709854126 (0.24977907996911267) | > loss_disc_real_2: 0.15825079381465912 (0.22532668308569834) | > loss_disc_real_3: 0.19192908704280853 (0.24105331273033068) | > loss_disc_real_4: 0.266465961933136 (0.22978800134016916) | > loss_disc_real_5: 0.43621402978897095 (0.28373295068740845) | > loss_0: 2.6052603721618652 (2.2843197400753317) | > loss_gen: 2.117286205291748 (2.617484129392184) | > loss_kl: 1.9053144454956055 (1.8675006994834313) | > loss_feat: 6.768679141998291 (6.9824340893672066) | > loss_mel: 12.88032054901123 (20.172811324779804) | > loss_duration: 2.308378219604492 (2.279735977833087) | > loss_1: 25.979978561401367 (33.91996574401855) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024776825538048376 (+0.00010407887972318196) | > avg_loss_disc: 2.2843197400753317 (+0.08576716368015047) | > avg_loss_disc_real_0: 0.08656064206017898 (-0.036007463645476565) | > avg_loss_disc_real_1: 0.24977907996911267 (+0.049770089009633395) | > avg_loss_disc_real_2: 0.22532668308569834 (+0.019134865930447192) | > avg_loss_disc_real_3: 0.24105331273033068 (-0.007099362806631981) | > avg_loss_disc_real_4: 0.22978800134016916 (-0.007269643533688336) | > avg_loss_disc_real_5: 0.28373295068740845 (+0.03610699394574532) | > avg_loss_0: 2.2843197400753317 (+0.08576716368015047) | > avg_loss_gen: 2.617484129392184 (-0.0567138836934018) | > avg_loss_kl: 1.8675006994834313 (-0.05303241197879505) | > avg_loss_feat: 6.9824340893672066 (-0.18643679985633277) | > avg_loss_mel: 20.172811324779804 (-0.6298483701852646) | > avg_loss_duration: 2.279735977833087 (+0.010571333078237988) | > avg_loss_1: 33.91996574401855 (-0.9154600730309141)  > EPOCH: 76/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:16:39)   --> TIME: 2024-06-10 18:16:47 -- STEP: 19/330 -- GLOBAL_STEP: 113100 | > loss_disc: 2.320488452911377 (2.306404339639764) | > loss_disc_real_0: 0.10021845996379852 (0.11644058949068974) | > loss_disc_real_1: 0.17803573608398438 (0.20070652114717583) | > loss_disc_real_2: 0.2159774750471115 (0.2196896703619706) | > loss_disc_real_3: 0.21302205324172974 (0.22496233253102554) | > loss_disc_real_4: 0.23002584278583527 (0.21491694764087074) | > loss_disc_real_5: 0.24779561161994934 (0.22030699253082275) | > loss_0: 2.320488452911377 (2.306404339639764) | > grad_norm_0: tensor(12.1961, device='cuda:0') (tensor(11.8825, device='cuda:0')) | > loss_gen: 2.5796847343444824 (2.567267154392443) | > loss_kl: 1.598604679107666 (1.5614985353068302) | > loss_feat: 7.515582084655762 (6.929741733952572) | > loss_mel: 19.853553771972656 (20.75493722212942) | > loss_duration: 2.1219098567962646 (2.227257615641544) | > loss_1: 33.669334411621094 (34.04070281982422) | > grad_norm_1: tensor(97.8320, device='cuda:0') (tensor(121.4070, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3417 (0.3401891683277331) | > loader_time: 0.0029 (0.003249507201345343)  --> TIME: 2024-06-10 18:16:56 -- STEP: 44/330 -- GLOBAL_STEP: 113125 | > loss_disc: 2.1998770236968994 (2.2642522020773455) | > loss_disc_real_0: 0.10950303822755814 (0.11363736133683812) | > loss_disc_real_1: 0.17714381217956543 (0.1987297565422275) | > loss_disc_real_2: 0.21736326813697815 (0.21462290734052658) | > loss_disc_real_3: 0.2229250967502594 (0.21953717822378332) | > loss_disc_real_4: 0.20465704798698425 (0.21397101438858293) | > loss_disc_real_5: 0.20057642459869385 (0.21637632155960257) | > loss_0: 2.1998770236968994 (2.2642522020773455) | > grad_norm_0: tensor(4.2693, device='cuda:0') (tensor(12.2734, device='cuda:0')) | > loss_gen: 2.7084555625915527 (2.618603733452884) | > loss_kl: 1.4600955247879028 (1.5773864632303065) | > loss_feat: 7.510087013244629 (7.230426419865001) | > loss_mel: 20.549619674682617 (20.652180454947732) | > loss_duration: 2.036867141723633 (2.1504386500878763) | > loss_1: 34.26512145996094 (34.229035810990766) | > grad_norm_1: tensor(148.5748, device='cuda:0') (tensor(147.0998, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3334 (0.34264698895541107) | > loader_time: 0.0031 (0.0032190355387600985)  --> TIME: 2024-06-10 18:17:05 -- STEP: 69/330 -- GLOBAL_STEP: 113150 | > loss_disc: 2.318204641342163 (2.2507322767506475) | > loss_disc_real_0: 0.10675772279500961 (0.11333785497623941) | > loss_disc_real_1: 0.22199636697769165 (0.2012926270996315) | > loss_disc_real_2: 0.22846795618534088 (0.2134233942066414) | > loss_disc_real_3: 0.22790251672267914 (0.21765270224515942) | > loss_disc_real_4: 0.23157283663749695 (0.21124390955420508) | > loss_disc_real_5: 0.2210673838853836 (0.21190777097059332) | > loss_0: 2.318204641342163 (2.2507322767506475) | > grad_norm_0: tensor(19.1755, device='cuda:0') (tensor(16.8338, device='cuda:0')) | > loss_gen: 2.7802958488464355 (2.637290007826211) | > loss_kl: 1.771966814994812 (1.5848203258237976) | > loss_feat: 7.545798301696777 (7.306689766870028) | > loss_mel: 20.290878295898438 (20.645268205283344) | > loss_duration: 2.0299203395843506 (2.1225145035895747) | > loss_1: 34.41885757446289 (34.29658276101817) | > grad_norm_1: tensor(107.3951, device='cuda:0') (tensor(169.7686, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3512 (0.3454262139140696) | > loader_time: 0.0036 (0.0033158323039179263)  --> TIME: 2024-06-10 18:17:14 -- STEP: 94/330 -- GLOBAL_STEP: 113175 | > loss_disc: 2.3286244869232178 (2.240266883626897) | > loss_disc_real_0: 0.1257220059633255 (0.1131004622959076) | > loss_disc_real_1: 0.2702479064464569 (0.20088980204247414) | > loss_disc_real_2: 0.20012082159519196 (0.21138070587148058) | > loss_disc_real_3: 0.1966918706893921 (0.21707161722031046) | > loss_disc_real_4: 0.18844105303287506 (0.2094181132443408) | > loss_disc_real_5: 0.17364975810050964 (0.20912518035224142) | > loss_0: 2.3286244869232178 (2.240266883626897) | > grad_norm_0: tensor(14.4734, device='cuda:0') (tensor(18.6436, device='cuda:0')) | > loss_gen: 2.5368170738220215 (2.6535434063444754) | > loss_kl: 1.5476022958755493 (1.5759315313176905) | > loss_feat: 6.841709613800049 (7.356685897137257) | > loss_mel: 20.050405502319336 (20.610853499554572) | > loss_duration: 2.1012606620788574 (2.110725199922601) | > loss_1: 33.07779312133789 (34.30773958246759) | > grad_norm_1: tensor(222.3660, device='cuda:0') (tensor(199.4943, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3558 (0.347113459668261) | > loader_time: 0.0037 (0.0034013631496023623)  --> TIME: 2024-06-10 18:17:23 -- STEP: 119/330 -- GLOBAL_STEP: 113200 | > loss_disc: 2.2252774238586426 (2.2427015484882) | > loss_disc_real_0: 0.11505383253097534 (0.11321634179403801) | > loss_disc_real_1: 0.18935155868530273 (0.2009851417245985) | > loss_disc_real_2: 0.1829589158296585 (0.2133717389166856) | > loss_disc_real_3: 0.20683328807353973 (0.21739923202690958) | > loss_disc_real_4: 0.22545720636844635 (0.21028369577491984) | > loss_disc_real_5: 0.19459092617034912 (0.20865060025904358) | > loss_0: 2.2252774238586426 (2.2427015484882) | > grad_norm_0: tensor(7.3329, device='cuda:0') (tensor(17.6117, device='cuda:0')) | > loss_gen: 2.6916415691375732 (2.6509561839223914) | > loss_kl: 1.521004557609558 (1.5664511518318112) | > loss_feat: 7.484122276306152 (7.344626639069629) | > loss_mel: 19.943660736083984 (20.536159996225052) | > loss_duration: 2.0529229640960693 (2.104988589006312) | > loss_1: 33.69335174560547 (34.2031825089655) | > grad_norm_1: tensor(101.4355, device='cuda:0') (tensor(187.3899, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3488 (0.35093130784876214) | > loader_time: 0.0039 (0.003544498892391429)  --> TIME: 2024-06-10 18:17:33 -- STEP: 144/330 -- GLOBAL_STEP: 113225 | > loss_disc: 2.346653938293457 (2.2424205078019037) | > loss_disc_real_0: 0.10147584229707718 (0.11280666840159231) | > loss_disc_real_1: 0.1980915069580078 (0.20123799667797154) | > loss_disc_real_2: 0.18057279288768768 (0.21290801589687666) | > loss_disc_real_3: 0.22881585359573364 (0.21778858639299875) | > loss_disc_real_4: 0.22459256649017334 (0.2100126064485974) | > loss_disc_real_5: 0.17329244315624237 (0.20825187261733744) | > loss_0: 2.346653938293457 (2.2424205078019037) | > grad_norm_0: tensor(23.6272, device='cuda:0') (tensor(17.1918, device='cuda:0')) | > loss_gen: 2.5619921684265137 (2.6470706131723194) | > loss_kl: 1.7276607751846313 (1.5654290575120187) | > loss_feat: 7.4742584228515625 (7.341512838999431) | > loss_mel: 20.41671371459961 (20.504797750049168) | > loss_duration: 2.07560396194458 (2.1054697235425315) | > loss_1: 34.256229400634766 (34.16427988476224) | > grad_norm_1: tensor(124.1330, device='cuda:0') (tensor(184.7424, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3836 (0.35488145218955147) | > loader_time: 0.0044 (0.0036607318454318577)  --> TIME: 2024-06-10 18:17:42 -- STEP: 169/330 -- GLOBAL_STEP: 113250 | > loss_disc: 2.1682002544403076 (2.2461756488980624) | > loss_disc_real_0: 0.07867732644081116 (0.11367251635832194) | > loss_disc_real_1: 0.1939312070608139 (0.20140383083968472) | > loss_disc_real_2: 0.19191664457321167 (0.21301115361543801) | > loss_disc_real_3: 0.2133907973766327 (0.21853487555091908) | > loss_disc_real_4: 0.20516841113567352 (0.21049740513753612) | > loss_disc_real_5: 0.236369326710701 (0.20831700718614476) | > loss_0: 2.1682002544403076 (2.2461756488980624) | > grad_norm_0: tensor(19.7627, device='cuda:0') (tensor(16.9419, device='cuda:0')) | > loss_gen: 2.6909399032592773 (2.643186020427907) | > loss_kl: 1.4934347867965698 (1.5656994136832885) | > loss_feat: 7.9039154052734375 (7.330700939223611) | > loss_mel: 20.1446590423584 (20.48602811824641) | > loss_duration: 2.1452677249908447 (2.1068852004214866) | > loss_1: 34.37821578979492 (34.13249958196336) | > grad_norm_1: tensor(132.6805, device='cuda:0') (tensor(183.6136, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3934 (0.35883644064502607) | > loader_time: 0.0044 (0.003767268897513666)  --> TIME: 2024-06-10 18:17:52 -- STEP: 194/330 -- GLOBAL_STEP: 113275 | > loss_disc: 2.2864432334899902 (2.250092424068253) | > loss_disc_real_0: 0.12596461176872253 (0.11322608935771529) | > loss_disc_real_1: 0.24413524568080902 (0.2025920908091609) | > loss_disc_real_2: 0.1759972721338272 (0.2136852957845963) | > loss_disc_real_3: 0.22584465146064758 (0.21887486082376897) | > loss_disc_real_4: 0.21275870501995087 (0.21121721445899652) | > loss_disc_real_5: 0.21235579252243042 (0.20905989285596868) | > loss_0: 2.2864432334899902 (2.250092424068253) | > grad_norm_0: tensor(7.2232, device='cuda:0') (tensor(17.3568, device='cuda:0')) | > loss_gen: 2.5233452320098877 (2.6414220148755114) | > loss_kl: 1.5995593070983887 (1.57155800050067) | > loss_feat: 6.9119038581848145 (7.331386256463749) | > loss_mel: 19.823190689086914 (20.45139859386326) | > loss_duration: 2.1215388774871826 (2.111459724681894) | > loss_1: 32.97953796386719 (34.1072244939116) | > grad_norm_1: tensor(173.0349, device='cuda:0') (tensor(199.9538, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.3901 (0.36281553002976885) | > loader_time: 0.005 (0.003884960695640328)  --> TIME: 2024-06-10 18:18:02 -- STEP: 219/330 -- GLOBAL_STEP: 113300 | > loss_disc: 2.328270196914673 (2.2486151603803224) | > loss_disc_real_0: 0.11310002207756042 (0.11292357936705628) | > loss_disc_real_1: 0.17893092334270477 (0.2019973250624796) | > loss_disc_real_2: 0.2103026956319809 (0.21374325978157183) | > loss_disc_real_3: 0.2072882056236267 (0.21850373993997707) | > loss_disc_real_4: 0.22544534504413605 (0.21075140538553128) | > loss_disc_real_5: 0.22874315083026886 (0.2090417450829728) | > loss_0: 2.328270196914673 (2.2486151603803224) | > grad_norm_0: tensor(7.8050, device='cuda:0') (tensor(18.5719, device='cuda:0')) | > loss_gen: 2.5968096256256104 (2.641944773120968) | > loss_kl: 1.565740704536438 (1.5715176362425234) | > loss_feat: 7.6059889793396 (7.352367686354406) | > loss_mel: 19.785913467407227 (20.4120426090885) | > loss_duration: 2.1605167388916016 (2.11679989671054) | > loss_1: 33.714969635009766 (34.09467252966476) | > grad_norm_1: tensor(142.3201, device='cuda:0') (tensor(208.7836, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.4071 (0.3669435814635395) | > loader_time: 0.0052 (0.004017593653779049)  --> TIME: 2024-06-10 18:18:13 -- STEP: 244/330 -- GLOBAL_STEP: 113325 | > loss_disc: 2.2423641681671143 (2.2461101725453223) | > loss_disc_real_0: 0.0861685574054718 (0.11209662185340631) | > loss_disc_real_1: 0.2377791404724121 (0.2017702350667754) | > loss_disc_real_2: 0.20885524153709412 (0.2135634174356695) | > loss_disc_real_3: 0.22663146257400513 (0.21848077491902917) | > loss_disc_real_4: 0.26036930084228516 (0.2111751224051734) | > loss_disc_real_5: 0.23735669255256653 (0.209018842607248) | > loss_0: 2.2423641681671143 (2.2461101725453223) | > grad_norm_0: tensor(16.9463, device='cuda:0') (tensor(19.5013, device='cuda:0')) | > loss_gen: 2.7309720516204834 (2.6477486295778254) | > loss_kl: 1.4613406658172607 (1.569329941370449) | > loss_feat: 6.6720051765441895 (7.363435913304814) | > loss_mel: 17.735414505004883 (20.356369401587816) | > loss_duration: 2.111518383026123 (2.1237835141479002) | > loss_1: 30.71125030517578 (34.06066731937596) | > grad_norm_1: tensor(370.6613, device='cuda:0') (tensor(217.5482, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.4142 (0.37108579326848523) | > loader_time: 0.0058 (0.00416687277496838)  --> TIME: 2024-06-10 18:18:24 -- STEP: 269/330 -- GLOBAL_STEP: 113350 | > loss_disc: 2.2624270915985107 (2.2451860931283023) | > loss_disc_real_0: 0.10687065124511719 (0.11168770890918363) | > loss_disc_real_1: 0.15440918505191803 (0.20140720236367896) | > loss_disc_real_2: 0.2070361226797104 (0.21349410474521963) | > loss_disc_real_3: 0.2117929458618164 (0.2181958640375102) | > loss_disc_real_4: 0.17781023681163788 (0.2111331443250401) | > loss_disc_real_5: 0.16662684082984924 (0.20839283645817783) | > loss_0: 2.2624270915985107 (2.2451860931283023) | > grad_norm_0: tensor(22.9912, device='cuda:0') (tensor(20.5549, device='cuda:0')) | > loss_gen: 2.7107725143432617 (2.6525372430737586) | > loss_kl: 1.4483556747436523 (1.5679733952625097) | > loss_feat: 7.421910285949707 (7.405236011987282) | > loss_mel: 20.41421127319336 (20.33077627132373) | > loss_duration: 2.2253811359405518 (2.1303436215482243) | > loss_1: 34.22063064575195 (34.08686648514191) | > grad_norm_1: tensor(368.7805, device='cuda:0') (tensor(226.2521, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.442 (0.3762437969335393) | > loader_time: 0.0058 (0.004336007908817559)  --> TIME: 2024-06-10 18:18:35 -- STEP: 294/330 -- GLOBAL_STEP: 113375 | > loss_disc: 2.182230234146118 (2.250376958425352) | > loss_disc_real_0: 0.12207718938589096 (0.11265462791534508) | > loss_disc_real_1: 0.22884254157543182 (0.20226538285207588) | > loss_disc_real_2: 0.23323014378547668 (0.21359144516137185) | > loss_disc_real_3: 0.19704093039035797 (0.21847978320454253) | > loss_disc_real_4: 0.1745033711194992 (0.21181785102401454) | > loss_disc_real_5: 0.15855368971824646 (0.2083089486474083) | > loss_0: 2.182230234146118 (2.250376958425352) | > grad_norm_0: tensor(7.5238, device='cuda:0') (tensor(20.6225, device='cuda:0')) | > loss_gen: 2.583719253540039 (2.644325699125018) | > loss_kl: 1.5893776416778564 (1.563793322261499) | > loss_feat: 7.746623516082764 (7.403780246267513) | > loss_mel: 20.132049560546875 (20.287583214896063) | > loss_duration: 2.2718424797058105 (2.1388078692818993) | > loss_1: 34.32361602783203 (34.038290270331785) | > grad_norm_1: tensor(237.9001, device='cuda:0') (tensor(233.1589, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.4715 (0.3824951470303699) | > loader_time: 0.007 (0.004512790919972114)  --> TIME: 2024-06-10 18:18:48 -- STEP: 319/330 -- GLOBAL_STEP: 113400 | > loss_disc: 2.3064489364624023 (2.258519442477568) | > loss_disc_real_0: 0.1440732777118683 (0.11585757033578281) | > loss_disc_real_1: 0.22044654190540314 (0.20275821541450623) | > loss_disc_real_2: 0.20384706556797028 (0.2136563775027434) | > loss_disc_real_3: 0.2189842015504837 (0.2190126253052565) | > loss_disc_real_4: 0.18843711912631989 (0.2130050181314862) | > loss_disc_real_5: 0.21751496195793152 (0.20871106121794183) | > loss_0: 2.3064489364624023 (2.258519442477568) | > grad_norm_0: tensor(20.7236, device='cuda:0') (tensor(21.1762, device='cuda:0')) | > loss_gen: 2.582096815109253 (2.63912872386203) | > loss_kl: 1.725996494293213 (1.5656340230594983) | > loss_feat: 8.052681922912598 (7.41700331619167) | > loss_mel: 19.420738220214844 (20.20572851294634) | > loss_duration: 2.3191752433776855 (2.1512723985510567) | > loss_1: 34.10068893432617 (33.97876687483355) | > grad_norm_1: tensor(152.7668, device='cuda:0') (tensor(244.9301, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.5459 (0.392393935810436) | > loader_time: 0.0088 (0.004755698775049286)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5563273429870605 (2.5563273429870605) | > loss_disc_real_0: 0.16991828382015228 (0.16991828382015228) | > loss_disc_real_1: 0.20821380615234375 (0.20821380615234375) | > loss_disc_real_2: 0.24345409870147705 (0.24345409870147705) | > loss_disc_real_3: 0.2642184793949127 (0.2642184793949127) | > loss_disc_real_4: 0.2635648846626282 (0.2635648846626282) | > loss_disc_real_5: 0.19708329439163208 (0.19708329439163208) | > loss_0: 2.5563273429870605 (2.5563273429870605) | > loss_gen: 2.197611093521118 (2.197611093521118) | > loss_kl: 0.9707198739051819 (0.9707198739051819) | > loss_feat: 5.665212631225586 (5.665212631225586) | > loss_mel: 18.929983139038086 (18.929983139038086) | > loss_duration: 2.821641683578491 (2.821641683578491) | > loss_1: 30.585168838500977 (30.585168838500977)  --> STEP: 1 | > loss_disc: 2.0912883281707764 (2.0912883281707764) | > loss_disc_real_0: 0.08277300000190735 (0.08277300000190735) | > loss_disc_real_1: 0.1447613388299942 (0.1447613388299942) | > loss_disc_real_2: 0.1662115901708603 (0.1662115901708603) | > loss_disc_real_3: 0.23084373772144318 (0.23084373772144318) | > loss_disc_real_4: 0.14949150383472443 (0.14949150383472443) | > loss_disc_real_5: 0.2101658135652542 (0.2101658135652542) | > loss_0: 2.0912883281707764 (2.0912883281707764) | > loss_gen: 2.554098606109619 (2.554098606109619) | > loss_kl: 2.4907286167144775 (2.4907286167144775) | > loss_feat: 7.022622585296631 (7.022622585296631) | > loss_mel: 21.789337158203125 (21.789337158203125) | > loss_duration: 2.3733131885528564 (2.3733131885528564) | > loss_1: 36.2301025390625 (36.2301025390625)  --> STEP: 2 | > loss_disc: 2.3323240280151367 (2.2118061780929565) | > loss_disc_real_0: 0.08716131746768951 (0.08496715873479843) | > loss_disc_real_1: 0.17627623677253723 (0.16051878780126572) | > loss_disc_real_2: 0.18974213302135468 (0.17797686159610748) | > loss_disc_real_3: 0.30337682366371155 (0.26711028069257736) | > loss_disc_real_4: 0.37707194685935974 (0.2632817253470421) | > loss_disc_real_5: 0.3636717200279236 (0.2869187667965889) | > loss_0: 2.3323240280151367 (2.2118061780929565) | > loss_gen: 2.856019973754883 (2.705059289932251) | > loss_kl: 1.9933123588562012 (2.2420204877853394) | > loss_feat: 7.159517765045166 (7.091070175170898) | > loss_mel: 22.053810119628906 (21.921573638916016) | > loss_duration: 2.409717082977295 (2.3915151357650757) | > loss_1: 36.47237777709961 (36.351240158081055)  --> STEP: 3 | > loss_disc: 2.4458706378936768 (2.2898276646931968) | > loss_disc_real_0: 0.11597079783678055 (0.09530170510212581) | > loss_disc_real_1: 0.1998455971479416 (0.17362772425015768) | > loss_disc_real_2: 0.1756781041622162 (0.1772106091181437) | > loss_disc_real_3: 0.2665647864341736 (0.26692844927310944) | > loss_disc_real_4: 0.21516279876232147 (0.24724208315213522) | > loss_disc_real_5: 0.25176042318344116 (0.27519931892553967) | > loss_0: 2.4458706378936768 (2.2898276646931968) | > loss_gen: 2.8087944984436035 (2.7396376927693686) | > loss_kl: 1.9879846572875977 (2.1573418776194253) | > loss_feat: 9.025221824645996 (7.735787391662598) | > loss_mel: 21.235916137695312 (21.693021138509113) | > loss_duration: 2.2132081985473633 (2.3320794900258384) | > loss_1: 37.27112579345703 (36.65786870320638)  --> STEP: 4 | > loss_disc: 2.273749828338623 (2.2858082056045532) | > loss_disc_real_0: 0.1827414333820343 (0.11716163717210293) | > loss_disc_real_1: 0.23016317188739777 (0.1877615861594677) | > loss_disc_real_2: 0.2346179187297821 (0.19156243652105331) | > loss_disc_real_3: 0.24746499955654144 (0.26206258684396744) | > loss_disc_real_4: 0.19240771234035492 (0.23353349044919014) | > loss_disc_real_5: 0.22367046773433685 (0.26231710612773895) | > loss_0: 2.273749828338623 (2.2858082056045532) | > loss_gen: 2.5129435062408447 (2.6829641461372375) | > loss_kl: 1.8821581602096558 (2.088545948266983) | > loss_feat: 5.477413654327393 (7.171193957328796) | > loss_mel: 21.696210861206055 (21.69381856918335) | > loss_duration: 2.2509636878967285 (2.311800539493561) | > loss_1: 33.8196907043457 (35.94832420349121)  --> STEP: 5 | > loss_disc: 1.9781724214553833 (2.2242810487747193) | > loss_disc_real_0: 0.073582723736763 (0.10844585448503494) | > loss_disc_real_1: 0.1736934632062912 (0.1849479615688324) | > loss_disc_real_2: 0.16951346397399902 (0.18715264201164244) | > loss_disc_real_3: 0.18946510553359985 (0.24754309058189392) | > loss_disc_real_4: 0.15514995157718658 (0.21785678267478942) | > loss_disc_real_5: 0.19732952117919922 (0.249319589138031) | > loss_0: 1.9781724214553833 (2.2242810487747193) | > loss_gen: 2.5235490798950195 (2.6510811328887938) | > loss_kl: 1.6107665300369263 (1.9929900646209717) | > loss_feat: 6.335350036621094 (7.004025173187256) | > loss_mel: 20.708833694458008 (21.49682159423828) | > loss_duration: 2.289846897125244 (2.3074098110198973) | > loss_1: 33.468345642089844 (35.452328491210935)  --> STEP: 6 | > loss_disc: 2.6266913414001465 (2.2913494308789573) | > loss_disc_real_0: 0.1909075379371643 (0.12218946839372317) | > loss_disc_real_1: 0.20004482567310333 (0.18746410558621088) | > loss_disc_real_2: 0.269004762172699 (0.2007946620384852) | > loss_disc_real_3: 0.2482120394706726 (0.24765458206335703) | > loss_disc_real_4: 0.24096204340457916 (0.2217076594630877) | > loss_disc_real_5: 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2.103480577468872 (1.9680496113640922) | > loss_feat: 5.395662307739258 (6.420707838875907) | > loss_mel: 17.92005729675293 (20.46408544267927) | > loss_duration: 2.358248710632324 (2.28929911340986) | > loss_1: 30.556045532226562 (33.73389489310129)  --> STEP: 8 | > loss_disc: 1.914085865020752 (2.25619412958622) | > loss_disc_real_0: 0.07156296074390411 (0.120183858089149) | > loss_disc_real_1: 0.15971620380878448 (0.19488155469298363) | > loss_disc_real_2: 0.13684748113155365 (0.19621607661247253) | > loss_disc_real_3: 0.1607028692960739 (0.23737753741443157) | > loss_disc_real_4: 0.10974127799272537 (0.21288864966481924) | > loss_disc_real_5: 0.1556558758020401 (0.23500279895961285) | > loss_0: 1.914085865020752 (2.25619412958622) | > loss_gen: 2.5765087604522705 (2.5898468494415283) | > loss_kl: 2.2713611125946045 (2.005963549017906) | > loss_feat: 11.394760131835938 (7.042464375495911) | > loss_mel: 21.30740737915039 (20.56950068473816) | > loss_duration: 2.207354784011841 (2.2790560722351074) | > loss_1: 39.75739288330078 (34.48683214187622)  --> STEP: 9 | > loss_disc: 2.27604603767395 (2.258399897151523) | > loss_disc_real_0: 0.3079686462879181 (0.1410488345556789) | > loss_disc_real_1: 0.18975307047367096 (0.19431172311306) | > loss_disc_real_2: 0.15268483757972717 (0.19137927227550083) | > loss_disc_real_3: 0.2022911161184311 (0.2334790461593204) | > loss_disc_real_4: 0.1314690113067627 (0.20384202318059075) | > loss_disc_real_5: 0.18307185173034668 (0.2292326937119166) | > loss_0: 2.27604603767395 (2.258399897151523) | > loss_gen: 2.5450119972229004 (2.584865199195014) | > loss_kl: 1.5949288606643677 (1.9602930280897353) | > loss_feat: 9.015362739562988 (7.261675304836697) | > loss_mel: 24.057899475097656 (20.95710055033366) | > loss_duration: 2.1186423301696777 (2.2612323231167264) | > loss_1: 39.331844329833984 (35.025166829427086)  --> STEP: 10 | > loss_disc: 2.0091090202331543 (2.2334708094596865) | > loss_disc_real_0: 0.1314811110496521 (0.14009206220507622) | > loss_disc_real_1: 0.1956283450126648 (0.19444338530302047) | > loss_disc_real_2: 0.1977216601371765 (0.1920135110616684) | > loss_disc_real_3: 0.25462138652801514 (0.23559328019618989) | > loss_disc_real_4: 0.1690152883529663 (0.2003593496978283) | > loss_disc_real_5: 0.19567610323429108 (0.22587703466415404) | > loss_0: 2.0091090202331543 (2.2334708094596865) | > loss_gen: 2.7892191410064697 (2.6053005933761595) | > loss_kl: 1.9833042621612549 (1.9625941514968872) | > loss_feat: 7.582141876220703 (7.2937219619750975) | > loss_mel: 21.545183181762695 (21.015908813476564) | > loss_duration: 2.246262311935425 (2.2597353219985963) | > loss_1: 36.14611053466797 (35.13726119995117)  --> STEP: 11 | > loss_disc: 2.445789337158203 (2.252772493795915) | > loss_disc_real_0: 0.1478673219680786 (0.1407989040017128) | > loss_disc_real_1: 0.22843770682811737 (0.19753377816893838) | > loss_disc_real_2: 0.25089654326438904 (0.19736651398918845) | > loss_disc_real_3: 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(7.142075098477877) | > loss_mel: 20.08356475830078 (20.874497780433067) | > loss_duration: 2.1093215942382812 (2.2525237706991343) | > loss_1: 32.61427307128906 (34.76334879948543)  --> STEP: 14 | > loss_disc: 2.546351432800293 (2.2605999623026167) | > loss_disc_real_0: 0.1850210726261139 (0.13462882488965988) | > loss_disc_real_1: 0.24831414222717285 (0.20241055744034903) | > loss_disc_real_2: 0.214353546500206 (0.2010742872953415) | > loss_disc_real_3: 0.3287980556488037 (0.24366611242294312) | > loss_disc_real_4: 0.2820916473865509 (0.20911234564014844) | > loss_disc_real_5: 0.3184397518634796 (0.23346508294343948) | > loss_0: 2.546351432800293 (2.2605999623026167) | > loss_gen: 2.5397348403930664 (2.5952456167766025) | > loss_kl: 2.284064531326294 (1.9225451946258545) | > loss_feat: 6.134461402893066 (7.070102691650391) | > loss_mel: 21.424898147583008 (20.91381209237235) | > loss_duration: 2.381683111190796 (2.26174943787711) | > loss_1: 34.76484298706055 (34.76345552716936)  --> STEP: 15 | > loss_disc: 2.4386515617370605 (2.2724700689315798) | > loss_disc_real_0: 0.2385864108800888 (0.14155933062235515) | > loss_disc_real_1: 0.2952726185321808 (0.20860136151313782) | > loss_disc_real_2: 0.20482860505580902 (0.20132457514603933) | > loss_disc_real_3: 0.22649602591991425 (0.24252143998940787) | > loss_disc_real_4: 0.18626175820827484 (0.2075889731446902) | > loss_disc_real_5: 0.2740176022052765 (0.23616858422756196) | > loss_0: 2.4386515617370605 (2.2724700689315798) | > loss_gen: 2.736687421798706 (2.604675070444743) | > loss_kl: 1.891777515411377 (1.920494016011556) | > loss_feat: 6.644829750061035 (7.0417511622111) | > loss_mel: 19.370498657226562 (20.810924530029297) | > loss_duration: 2.268009662628174 (2.2621667861938475) | > loss_1: 32.91180419921875 (34.64001210530599)  --> STEP: 16 | > loss_disc: 2.4131622314453125 (2.281263329088688) | > loss_disc_real_0: 0.11305458843708038 (0.13977778423577547) | > loss_disc_real_1: 0.2277926802635193 (0.20980081893503666) | > loss_disc_real_2: 0.2203654646873474 (0.20251463074237108) | > loss_disc_real_3: 0.1644306480884552 (0.23764076549559832) | > loss_disc_real_4: 0.18697293102741241 (0.20630047051236033) | > loss_disc_real_5: 0.13790182769298553 (0.23002691194415092) | > loss_0: 2.4131622314453125 (2.281263329088688) | > loss_gen: 2.13055157661438 (2.575042352080345) | > loss_kl: 1.7057462930679321 (1.9070722833275795) | > loss_feat: 7.79350471496582 (7.08873575925827) | > loss_mel: 20.98134422302246 (20.82157576084137) | > loss_duration: 2.3580970764160156 (2.268162429332733) | > loss_1: 34.969242095947266 (34.66058897972107)  --> STEP: 17 | > loss_disc: 2.371229648590088 (2.286555465529947) | > loss_disc_real_0: 0.13753315806388855 (0.13964574740213506) | > loss_disc_real_1: 0.2568828761577606 (0.21257035171284394) | > loss_disc_real_2: 0.28889524936676025 (0.20759584360262928) | > loss_disc_real_3: 0.31177398562431335 (0.24200154315022862) | > loss_disc_real_4: 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20.472888946533203 (20.818865525095088) | > loss_duration: 2.309119701385498 (2.2738112775903) | > loss_1: 35.0829963684082 (34.81029289647152)  --> STEP: 20 | > loss_disc: 1.8844432830810547 (2.246746426820755) | > loss_disc_real_0: 0.06203440576791763 (0.13234129808843137) | > loss_disc_real_1: 0.1428556889295578 (0.20052431374788285) | > loss_disc_real_2: 0.25022411346435547 (0.2081214889883995) | > loss_disc_real_3: 0.19869014620780945 (0.23383148163557052) | > loss_disc_real_4: 0.14471296966075897 (0.20113494731485843) | > loss_disc_real_5: 0.182032972574234 (0.22434771284461022) | > loss_0: 1.8844432830810547 (2.246746426820755) | > loss_gen: 2.7196829319000244 (2.5812400579452515) | > loss_kl: 1.8726273775100708 (1.8899234712123871) | > loss_feat: 8.246626853942871 (7.30251841545105) | > loss_mel: 21.98508644104004 (20.87717657089234) | > loss_duration: 2.3502612113952637 (2.277633774280548) | > loss_1: 37.174285888671875 (34.92849254608154)  --> STEP: 21 | > loss_disc: 2.4012629985809326 (2.254104358809335) | > loss_disc_real_0: 0.1523756980895996 (0.13329531713610604) | > loss_disc_real_1: 0.2351529449224472 (0.20217329618476687) | > loss_disc_real_2: 0.3573075830936432 (0.2152255887076968) | > loss_disc_real_3: 0.3086988031864166 (0.23739659218561082) | > loss_disc_real_4: 0.2557084858417511 (0.20373368724471047) | > loss_disc_real_5: 0.27409619092941284 (0.22671668799150557) | > loss_0: 2.4012629985809326 (2.254104358809335) | > loss_gen: 2.895448923110962 (2.5962023848579046) | > loss_kl: 2.297013521194458 (1.9093087116877239) | > loss_feat: 6.847715377807617 (7.2808611279442195) | > loss_mel: 19.0824031829834 (20.791711171468105) | > loss_duration: 2.131293296813965 (2.270665180115473) | > loss_1: 33.25387191772461 (34.84874870663597)  --> STEP: 22 | > loss_disc: 2.0658140182495117 (2.2455457069657068) | > loss_disc_real_0: 0.1492479145526886 (0.13402043520049614) | > loss_disc_real_1: 0.16955329477787018 (0.20069056884808975) | > loss_disc_real_2: 0.17051662504673004 (0.21319336308674378) | > loss_disc_real_3: 0.16493386030197144 (0.2341028316454454) | > loss_disc_real_4: 0.21265855431556702 (0.2041393630206585) | > loss_disc_real_5: 0.25331076979637146 (0.22792550989172675) | > loss_0: 2.0658140182495117 (2.2455457069657068) | > loss_gen: 2.8519721031188965 (2.607828281142495) | > loss_kl: 2.0404319763183594 (1.9152688600800254) | > loss_feat: 8.369898796081543 (7.33036284013228) | > loss_mel: 17.988609313964844 (20.664297450672503) | > loss_duration: 2.1685171127319336 (2.266022086143494) | > loss_1: 33.419429779052734 (34.7837796644731)  --> STEP: 23 | > loss_disc: 2.325145721435547 (2.249006577160048) | > loss_disc_real_0: 0.11201934516429901 (0.13306386606848755) | > loss_disc_real_1: 0.16561904549598694 (0.19916572000669397) | > loss_disc_real_2: 0.2460760921239853 (0.2146230469579282) | > loss_disc_real_3: 0.2940322458744049 (0.23670845835105234) | > loss_disc_real_4: 0.23313847184181213 (0.2054001938389695) | > loss_disc_real_5: 0.17995361983776093 (0.22583977554155432) | > loss_0: 2.325145721435547 (2.249006577160048) | > loss_gen: 2.46809720993042 (2.601753017176753) | > loss_kl: 2.0381858348846436 (1.9206130763758784) | > loss_feat: 6.665575981140137 (7.30145906365436) | > loss_mel: 20.999242782592773 (20.678860291190777) | > loss_duration: 2.236947536468506 (2.2647579752880596) | > loss_1: 34.40804672241211 (34.76744344960088)  --> STEP: 24 | > loss_disc: 2.3010730743408203 (2.25117601454258) | > loss_disc_real_0: 0.14948615431785583 (0.1337481280788779) | > loss_disc_real_1: 0.26920047402381897 (0.20208383475740752) | > loss_disc_real_2: 0.2590412199497223 (0.21647380416591963) | > loss_disc_real_3: 0.24725322425365448 (0.23714782359699407) | > loss_disc_real_4: 0.2289508432149887 (0.20638147089630365) | > loss_disc_real_5: 0.22970663011074066 (0.22600089448193708) | > loss_0: 2.3010730743408203 (2.25117601454258) | > loss_gen: 2.6302452087402344 (2.602940191825231) | > loss_kl: 1.7372864484786987 (1.9129744668801625) | > loss_feat: 5.537014484405518 (7.227940539518992) | > loss_mel: 19.6322021484375 (20.635249535242725) | > loss_duration: 2.3623714447021484 (2.268825203180313) | > loss_1: 31.899120330810547 (34.647929986317955)  --> STEP: 25 | > loss_disc: 2.169889450073242 (2.247924551963807) | > loss_disc_real_0: 0.07754868268966675 (0.13150015026330944) | > loss_disc_real_1: 0.17935551702976227 (0.2011747020483017) | > loss_disc_real_2: 0.17622292041778564 (0.21486376881599425) | > loss_disc_real_3: 0.24803823232650757 (0.23758343994617462) | > loss_disc_real_4: 0.17552496492862701 (0.20514721065759658) | > loss_disc_real_5: 0.15547828376293182 (0.22317999005317687) | > loss_0: 2.169889450073242 (2.247924551963807) | > loss_gen: 2.3062174320220947 (2.5910712814331056) | > loss_kl: 1.6247849464416504 (1.9014468860626221) | > loss_feat: 7.768853187561035 (7.249577045440674) | > loss_mel: 19.362333297729492 (20.584332885742196) | > loss_duration: 2.3213887214660645 (2.2709277439117432) | > loss_1: 33.38357925415039 (34.59735595703125)  --> STEP: 26 | > loss_disc: 2.760887861251831 (2.2676539100133466) | > loss_disc_real_0: 0.26886171102523804 (0.1367832872156913) | > loss_disc_real_1: 0.11981910467147827 (0.19804564061073157) | > loss_disc_real_2: 0.13942843675613403 (0.21196240989061502) | > loss_disc_real_3: 0.23939922451972961 (0.23765327781438828) | > loss_disc_real_4: 0.25389474630355835 (0.20702211587474897) | > loss_disc_real_5: 0.22426673769950867 (0.22322178803957426) | > loss_0: 2.760887861251831 (2.2676539100133466) | > loss_gen: 2.0973329544067383 (2.572081345778245) | > loss_kl: 1.9739751815795898 (1.9042364358901978) | > loss_feat: 17.43993377685547 (7.641513842802781) | > loss_mel: 22.595252990722656 (20.661675966702983) | > loss_duration: 2.267306327819824 (2.2707884586774387) | > loss_1: 46.373802185058594 (35.050296196570756) --> EVAL PERFORMANCE | > avg_loader_time: 0.002354566867534931 (-0.00012311568626990682) | > avg_loss_disc: 2.2676539100133466 (-0.016665830061985076) | > avg_loss_disc_real_0: 0.1367832872156913 (+0.05022264515551232) | > avg_loss_disc_real_1: 0.19804564061073157 (-0.051733439358381095) | > avg_loss_disc_real_2: 0.21196240989061502 (-0.01336427319508332) | > avg_loss_disc_real_3: 0.23765327781438828 (-0.0034000349159424015) | > avg_loss_disc_real_4: 0.20702211587474897 (-0.022765885465420188) | > avg_loss_disc_real_5: 0.22322178803957426 (-0.06051116264783418) | > avg_loss_0: 2.2676539100133466 (-0.016665830061985076) | > avg_loss_gen: 2.572081345778245 (-0.04540278361393879) | > avg_loss_kl: 1.9042364358901978 (+0.03673573640676642) | > avg_loss_feat: 7.641513842802781 (+0.6590797534355746) | > avg_loss_mel: 20.661675966702983 (+0.488864641923179) | > avg_loss_duration: 2.2707884586774387 (-0.008947519155648287) | > avg_loss_1: 35.050296196570756 (+1.130330452552208)  > EPOCH: 77/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:19:13)   --> TIME: 2024-06-10 18:19:19 -- STEP: 14/330 -- GLOBAL_STEP: 113425 | > loss_disc: 2.3152225017547607 (2.3400197880608693) | > loss_disc_real_0: 0.1081492155790329 (0.12225692506347384) | > loss_disc_real_1: 0.22955353558063507 (0.20384245365858078) | > loss_disc_real_2: 0.20186595618724823 (0.21996188376631057) | > loss_disc_real_3: 0.22540536522865295 (0.22378493632589067) | > loss_disc_real_4: 0.2070195972919464 (0.2144207198704992) | > loss_disc_real_5: 0.22021633386611938 (0.21761703491210938) | > loss_0: 2.3152225017547607 (2.3400197880608693) | > grad_norm_0: tensor(5.7389, device='cuda:0') (tensor(10.1260, device='cuda:0')) | > loss_gen: 2.6092097759246826 (2.5392617327826366) | > loss_kl: 1.5580092668533325 (1.5907460621425085) | > loss_feat: 6.831725597381592 (6.714467116764614) | > loss_mel: 19.578128814697266 (20.47931616646903) | > loss_duration: 2.173158645629883 (2.244625381061009) | > loss_1: 32.7502326965332 (33.568416595458984) | > grad_norm_1: tensor(85.4607, device='cuda:0') (tensor(99.2975, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.346 (0.3446957213538034) | > loader_time: 0.0029 (0.0029767751693725586)  --> TIME: 2024-06-10 18:19:28 -- STEP: 39/330 -- GLOBAL_STEP: 113450 | > loss_disc: 2.218325614929199 (2.283870953779954) | > loss_disc_real_0: 0.11654044687747955 (0.1191004054286541) | > loss_disc_real_1: 0.20394264161586761 (0.19537537888838694) | > loss_disc_real_2: 0.1754240095615387 (0.21989029951584646) | > loss_disc_real_3: 0.2009044885635376 (0.22264107183004037) | > loss_disc_real_4: 0.20046088099479675 (0.21552978303187934) | > loss_disc_real_5: 0.177766814827919 (0.21237217004482561) | > loss_0: 2.218325614929199 (2.283870953779954) | > grad_norm_0: tensor(9.2754, device='cuda:0') (tensor(10.4235, device='cuda:0')) | > loss_gen: 2.7446413040161133 (2.5866955610421987) | > loss_kl: 1.8860249519348145 (1.5867807100980709) | > loss_feat: 7.4471940994262695 (7.081177809299567) | > loss_mel: 19.731735229492188 (20.407924114129486) | > loss_duration: 2.081139087677002 (2.1548445163628993) | > loss_1: 33.8907356262207 (33.81742291572766) | > grad_norm_1: tensor(67.0375, device='cuda:0') (tensor(117.8697, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3518 (0.34419894218444824) | > loader_time: 0.0037 (0.0032151112189659705)  --> TIME: 2024-06-10 18:19:37 -- STEP: 64/330 -- GLOBAL_STEP: 113475 | > loss_disc: 2.224733591079712 (2.2696305327117448) | > loss_disc_real_0: 0.12116587907075882 (0.11690433253534138) | > loss_disc_real_1: 0.17700928449630737 (0.20064797473605722) | > loss_disc_real_2: 0.24671337008476257 (0.21614007046446204) | > loss_disc_real_3: 0.21677961945533752 (0.22205494507215917) | > loss_disc_real_4: 0.20122641324996948 (0.21265748608857393) | > loss_disc_real_5: 0.1897764801979065 (0.21197556029073894) | > loss_0: 2.224733591079712 (2.2696305327117448) | > grad_norm_0: tensor(11.7905, device='cuda:0') (tensor(10.4522, device='cuda:0')) | > loss_gen: 2.608506202697754 (2.592567030340433) | > loss_kl: 1.8439178466796875 (1.5789073668420315) | > loss_feat: 7.227415561676025 (7.180200062692165) | > loss_mel: 21.557703018188477 (20.387306421995163) | > loss_duration: 2.100803852081299 (2.123461214825511) | > loss_1: 35.33834457397461 (33.86244231462477) | > grad_norm_1: tensor(270.2429, device='cuda:0') (tensor(137.6172, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3464 (0.3479182608425617) | > loader_time: 0.0037 (0.0033348500728607178)  --> TIME: 2024-06-10 18:19:45 -- STEP: 89/330 -- GLOBAL_STEP: 113500 | > loss_disc: 2.306429147720337 (2.269403302267697) | > loss_disc_real_0: 0.09166502952575684 (0.1169204975614387) | > loss_disc_real_1: 0.22404137253761292 (0.2019767313358489) | > loss_disc_real_2: 0.1956251859664917 (0.2157710902811436) | > loss_disc_real_3: 0.2007502317428589 (0.22312966876485374) | > loss_disc_real_4: 0.20233209431171417 (0.21250217885113834) | > loss_disc_real_5: 0.19333603978157043 (0.21180005706428143) | > loss_0: 2.306429147720337 (2.269403302267697) | > grad_norm_0: tensor(9.3661, device='cuda:0') (tensor(11.5633, device='cuda:0')) | > loss_gen: 2.4998726844787598 (2.5984872726911914) | > loss_kl: 1.380307674407959 (1.5720034824328477) | > loss_feat: 6.97098445892334 (7.213033033220955) | > loss_mel: 20.684709548950195 (20.320120736454324) | > loss_duration: 2.110225200653076 (2.109341202157267) | > loss_1: 33.64609909057617 (33.81298588099103) | > grad_norm_1: tensor(80.1996, device='cuda:0') (tensor(154.8613, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3514 (0.3489392928862838) | > loader_time: 0.0037 (0.0034385932965225047) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_113500.pth  --> TIME: 2024-06-10 18:19:59 -- STEP: 114/330 -- GLOBAL_STEP: 113525 | > loss_disc: 2.138962984085083 (2.2717482771789816) | > loss_disc_real_0: 0.08988304436206818 (0.11707959951538789) | > loss_disc_real_1: 0.2396249920129776 (0.20358982793333238) | > loss_disc_real_2: 0.16261161863803864 (0.21721941324179633) | > loss_disc_real_3: 0.17991338670253754 (0.2225176931211823) | > loss_disc_real_4: 0.19717298448085785 (0.2116947742669206) | > loss_disc_real_5: 0.17148898541927338 (0.21106820148334168) | > loss_0: 2.138962984085083 (2.2717482771789816) | > grad_norm_0: tensor(14.1770, device='cuda:0') (tensor(13.1840, device='cuda:0')) | > loss_gen: 2.5738155841827393 (2.6003423113571973) | > loss_kl: 1.69940185546875 (1.574108878771464) | > loss_feat: 7.91401481628418 (7.24793417411938) | > loss_mel: 20.80591583251953 (20.354999408387318) | > loss_duration: 2.0986342430114746 (2.1039145547047005) | > loss_1: 35.09178161621094 (33.88129953752483) | > grad_norm_1: tensor(146.6389, device='cuda:0') (tensor(182.5164, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.352 (0.35134045492138766) | > loader_time: 0.0037 (0.0035175733398972895)  --> TIME: 2024-06-10 18:20:09 -- STEP: 139/330 -- GLOBAL_STEP: 113550 | > loss_disc: 2.1678895950317383 (2.26100090939364) | > loss_disc_real_0: 0.10770638287067413 (0.11587387425221986) | > loss_disc_real_1: 0.18443837761878967 (0.20324675401123307) | > loss_disc_real_2: 0.19289125502109528 (0.21693514062346314) | > loss_disc_real_3: 0.19668419659137726 (0.22173163187589576) | > loss_disc_real_4: 0.1999981552362442 (0.21056148581367604) | > loss_disc_real_5: 0.19178703427314758 (0.2103514230723004) | > loss_0: 2.1678895950317383 (2.26100090939364) | > grad_norm_0: tensor(29.5257, device='cuda:0') (tensor(13.2874, device='cuda:0')) | > loss_gen: 2.781787395477295 (2.6146789403270483) | > loss_kl: 1.5357130765914917 (1.5667384348327307) | > loss_feat: 7.693036079406738 (7.269110665904532) | > loss_mel: 20.57543182373047 (20.356341245363094) | > loss_duration: 2.172070026397705 (2.1047940777360115) | > loss_1: 34.75803756713867 (33.91166349452176) | > grad_norm_1: tensor(134.0891, device='cuda:0') (tensor(186.0159, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3543 (0.3529750374581315) | > loader_time: 0.0038 (0.0036122044213384177)  --> TIME: 2024-06-10 18:20:18 -- STEP: 164/330 -- GLOBAL_STEP: 113575 | > loss_disc: 2.348491668701172 (2.2551021314248803) | > loss_disc_real_0: 0.07541938871145248 (0.116090615211827) | > loss_disc_real_1: 0.20181266963481903 (0.20225232980418495) | > loss_disc_real_2: 0.2151137739419937 (0.21620111694423164) | > loss_disc_real_3: 0.24207133054733276 (0.2215043024682417) | > loss_disc_real_4: 0.2577814757823944 (0.20999387897005894) | > loss_disc_real_5: 0.23702429234981537 (0.2089828470858132) | > loss_0: 2.348491668701172 (2.2551021314248803) | > grad_norm_0: tensor(37.2466, device='cuda:0') (tensor(14.3658, device='cuda:0')) | > loss_gen: 2.5076241493225098 (2.6276954819516454) | > loss_kl: 1.38997220993042 (1.5639387688985682) | > loss_feat: 6.556399822235107 (7.308354380654126) | > loss_mel: 18.958589553833008 (20.335536049633504) | > loss_duration: 2.172926425933838 (2.1054588505407668) | > loss_1: 31.58551025390625 (33.9409835629347) | > grad_norm_1: tensor(244.3407, device='cuda:0') (tensor(187.2525, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3895 (0.35649573366816445) | > loader_time: 0.004 (0.0037025431307350716)  --> TIME: 2024-06-10 18:20:28 -- STEP: 189/330 -- GLOBAL_STEP: 113600 | > loss_disc: 2.2184200286865234 (2.2545075618400765) | > loss_disc_real_0: 0.0684097558259964 (0.11545075030711593) | > loss_disc_real_1: 0.24293465912342072 (0.20266886918790758) | > loss_disc_real_2: 0.22444818913936615 (0.21591505786729237) | > loss_disc_real_3: 0.19961105287075043 (0.22020156452895473) | > loss_disc_real_4: 0.23006375133991241 (0.2090529699331869) | > loss_disc_real_5: 0.2172890305519104 (0.20864197690650899) | > loss_0: 2.2184200286865234 (2.2545075618400765) | > grad_norm_0: tensor(35.7654, device='cuda:0') (tensor(15.6805, device='cuda:0')) | > loss_gen: 2.8674259185791016 (2.6313201485487543) | > loss_kl: 1.7771424055099487 (1.5614947200452207) | > loss_feat: 7.811788082122803 (7.316319902107199) | > loss_mel: 20.395938873291016 (20.319154951307524) | > loss_duration: 2.1553056240081787 (2.1101430604066795) | > loss_1: 35.007598876953125 (33.93843272375685) | > grad_norm_1: tensor(405.9294, device='cuda:0') (tensor(201.9017, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3795 (0.35897189094906745) | > loader_time: 0.0048 (0.0038084756760370163)  --> TIME: 2024-06-10 18:20:38 -- STEP: 214/330 -- GLOBAL_STEP: 113625 | > loss_disc: 2.3310134410858154 (2.251412888553653) | > loss_disc_real_0: 0.08341065049171448 (0.11415951100186766) | > loss_disc_real_1: 0.171842560172081 (0.2018253800816068) | > loss_disc_real_2: 0.2018999308347702 (0.2156989525690257) | > loss_disc_real_3: 0.21630334854125977 (0.22104358763616777) | > loss_disc_real_4: 0.19064384698867798 (0.2098823382614929) | > loss_disc_real_5: 0.19598695635795593 (0.2086167433690802) | > loss_0: 2.3310134410858154 (2.251412888553653) | > grad_norm_0: tensor(11.6449, device='cuda:0') (tensor(16.5891, device='cuda:0')) | > loss_gen: 2.4665939807891846 (2.638811060201344) | > loss_kl: 1.6674683094024658 (1.5612179570108928) | > loss_feat: 6.733501434326172 (7.351260151818534) | > loss_mel: 19.546415328979492 (20.306333835993982) | > loss_duration: 2.201813220977783 (2.1153522022416658) | > loss_1: 32.61579132080078 (33.972975187212526) | > grad_norm_1: tensor(272.0173, device='cuda:0') (tensor(209.9664, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.3984 (0.3622354536413031) | > loader_time: 0.005 (0.003947402829321747)  --> TIME: 2024-06-10 18:20:48 -- STEP: 239/330 -- GLOBAL_STEP: 113650 | > loss_disc: 2.236989974975586 (2.246878666857793) | > loss_disc_real_0: 0.09211437404155731 (0.11357497763683606) | > loss_disc_real_1: 0.18552200496196747 (0.2016848155207714) | > loss_disc_real_2: 0.22460328042507172 (0.2152410139598607) | > loss_disc_real_3: 0.21351008117198944 (0.22053407681287582) | > loss_disc_real_4: 0.24719789624214172 (0.2095754463303538) | > loss_disc_real_5: 0.23216623067855835 (0.20842549691140402) | > loss_0: 2.236989974975586 (2.246878666857793) | > grad_norm_0: tensor(24.3211, device='cuda:0') (tensor(17.3438, device='cuda:0')) | > loss_gen: 2.6630678176879883 (2.6438181919034074) | > loss_kl: 1.6774142980575562 (1.5565631299836862) | > loss_feat: 7.065645217895508 (7.37281700158219) | > loss_mel: 19.73736000061035 (20.26358385764406) | > loss_duration: 2.1441874504089355 (2.1223407624655697) | > loss_1: 33.28767395019531 (33.959122965026644) | > grad_norm_1: tensor(374.7269, device='cuda:0') (tensor(223.5492, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.4108 (0.3662430691419784) | > loader_time: 0.0054 (0.004084126221086191)  --> TIME: 2024-06-10 18:20:58 -- STEP: 264/330 -- GLOBAL_STEP: 113675 | > loss_disc: 2.30877423286438 (2.248457319808727) | > loss_disc_real_0: 0.10398590564727783 (0.11396576534730918) | > loss_disc_real_1: 0.21142587065696716 (0.20136225570670582) | > loss_disc_real_2: 0.20770247280597687 (0.21543518510280232) | > loss_disc_real_3: 0.21133925020694733 (0.2200127553307649) | > loss_disc_real_4: 0.1872732937335968 (0.20918256541093191) | > loss_disc_real_5: 0.19991344213485718 (0.20832767337560654) | > loss_0: 2.30877423286438 (2.248457319808727) | > grad_norm_0: tensor(44.9704, device='cuda:0') (tensor(18.6257, device='cuda:0')) | > loss_gen: 2.6567647457122803 (2.6435476080937836) | > loss_kl: 1.521954894065857 (1.5575453408739781) | > loss_feat: 7.319187641143799 (7.40090599746415) | > loss_mel: 19.9643497467041 (20.244189493583917) | > loss_duration: 2.218822479248047 (2.1284351425640518) | > loss_1: 33.68107986450195 (33.9746235645179) | > grad_norm_1: tensor(98.6429, device='cuda:0') (tensor(230.8316, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.4263 (0.37048287283290504) | > loader_time: 0.0057 (0.004228889039068511)  --> TIME: 2024-06-10 18:21:09 -- STEP: 289/330 -- GLOBAL_STEP: 113700 | > loss_disc: 2.2041523456573486 (2.254238882691801) | > loss_disc_real_0: 0.10104447603225708 (0.1146640808782363) | > loss_disc_real_1: 0.2570149898529053 (0.20194311499286274) | > loss_disc_real_2: 0.242537260055542 (0.2161336712358732) | > loss_disc_real_3: 0.24832019209861755 (0.22060151135220246) | > loss_disc_real_4: 0.2362467497587204 (0.21036982397100926) | > loss_disc_real_5: 0.253050297498703 (0.20940861827774443) | > loss_0: 2.2041523456573486 (2.254238882691801) | > grad_norm_0: tensor(26.3076, device='cuda:0') (tensor(19.2324, device='cuda:0')) | > loss_gen: 2.727816581726074 (2.6395024263322573) | > loss_kl: 1.6059876680374146 (1.561024920750654) | > loss_feat: 7.360786437988281 (7.397569205934201) | > loss_mel: 19.469886779785156 (20.20898134568159) | > loss_duration: 2.2573471069335938 (2.136199412873873) | > loss_1: 33.42182540893555 (33.94327731940988) | > grad_norm_1: tensor(203.9704, device='cuda:0') (tensor(235.4674, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.4408 (0.3759685255664441) | > loader_time: 0.0063 (0.004379590902361491)  --> TIME: 2024-06-10 18:21:22 -- STEP: 314/330 -- GLOBAL_STEP: 113725 | > loss_disc: 2.2188756465911865 (2.2493905717400224) | > loss_disc_real_0: 0.1300981342792511 (0.11487091660119925) | > loss_disc_real_1: 0.19167037308216095 (0.2015674036162294) | > loss_disc_real_2: 0.20268508791923523 (0.21546422362707227) | > loss_disc_real_3: 0.2654880881309509 (0.21991732645376472) | > loss_disc_real_4: 0.22405312955379486 (0.21010976275251178) | > loss_disc_real_5: 0.17926734685897827 (0.20903335763200837) | > loss_0: 2.2188756465911865 (2.2493905717400224) | > grad_norm_0: tensor(22.6422, device='cuda:0') (tensor(19.7201, device='cuda:0')) | > loss_gen: 2.69852352142334 (2.6434597559035966) | > loss_kl: 1.503356695175171 (1.562894291558842) | > loss_feat: 7.963836669921875 (7.43263859657725) | > loss_mel: 19.18833351135254 (20.169968945205603) | > loss_duration: 2.314302444458008 (2.1476660165817116) | > loss_1: 33.66835021972656 (33.956627590641105) | > grad_norm_1: tensor(281.0514, device='cuda:0') (tensor(242.7236, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.5184 (0.385388965819292) | > loader_time: 0.0081 (0.00460368356886943)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.075467348098755 (2.075467348098755) | > loss_disc_real_0: 0.06005072593688965 (0.06005072593688965) | > loss_disc_real_1: 0.12664297223091125 (0.12664297223091125) | > loss_disc_real_2: 0.18647952377796173 (0.18647952377796173) | > loss_disc_real_3: 0.25390365719795227 (0.25390365719795227) | > loss_disc_real_4: 0.19668717682361603 (0.19668717682361603) | > loss_disc_real_5: 0.1987428218126297 (0.1987428218126297) | > loss_0: 2.075467348098755 (2.075467348098755) | > loss_gen: 2.752512216567993 (2.752512216567993) | > loss_kl: 1.2204890251159668 (1.2204890251159668) | > loss_feat: 7.968322277069092 (7.968322277069092) | > loss_mel: 20.826690673828125 (20.826690673828125) | > loss_duration: 2.7965893745422363 (2.7965893745422363) | > loss_1: 35.564605712890625 (35.564605712890625)  --> STEP: 1 | > loss_disc: 2.3171324729919434 (2.3171324729919434) | > loss_disc_real_0: 0.06758695095777512 (0.06758695095777512) | > loss_disc_real_1: 0.15082061290740967 (0.15082061290740967) | > loss_disc_real_2: 0.18282867968082428 (0.18282867968082428) | > loss_disc_real_3: 0.3325563073158264 (0.3325563073158264) | > loss_disc_real_4: 0.23208403587341309 (0.23208403587341309) | > loss_disc_real_5: 0.2790679633617401 (0.2790679633617401) | > loss_0: 2.3171324729919434 (2.3171324729919434) | > loss_gen: 2.6146414279937744 (2.6146414279937744) | > loss_kl: 1.4607254266738892 (1.4607254266738892) | > loss_feat: 5.615205764770508 (5.615205764770508) | > loss_mel: 20.173782348632812 (20.173782348632812) | > loss_duration: 2.3835926055908203 (2.3835926055908203) | > loss_1: 32.247947692871094 (32.247947692871094)  --> STEP: 2 | > loss_disc: 2.4558544158935547 (2.386493444442749) | > loss_disc_real_0: 0.06083239987492561 (0.06420967541635036) | > loss_disc_real_1: 0.1580878049135208 (0.15445420891046524) | > loss_disc_real_2: 0.26241403818130493 (0.2226213589310646) | > loss_disc_real_3: 0.3553575873374939 (0.34395694732666016) | > loss_disc_real_4: 0.2837965488433838 (0.25794029235839844) | > loss_disc_real_5: 0.35714200139045715 (0.31810498237609863) | > loss_0: 2.4558544158935547 (2.386493444442749) | > loss_gen: 2.651289224624634 (2.632965326309204) | > loss_kl: 1.4737200736999512 (1.4672227501869202) | > loss_feat: 6.299612522125244 (5.957409143447876) | > loss_mel: 22.83488655090332 (21.504334449768066) | > loss_duration: 2.4423837661743164 (2.4129881858825684) | > loss_1: 35.7018928527832 (33.97492027282715)  --> STEP: 3 | > loss_disc: 2.3800289630889893 (2.384338617324829) | > loss_disc_real_0: 0.07663702964782715 (0.06835212682684262) | > loss_disc_real_1: 0.13034680485725403 (0.14641840755939484) | > loss_disc_real_2: 0.23213420808315277 (0.22579230864842734) | > loss_disc_real_3: 0.351811021566391 (0.3465749720732371) | > loss_disc_real_4: 0.2881884276866913 (0.26802300413449603) | > loss_disc_real_5: 0.30748996138572693 (0.31456664204597473) | > loss_0: 2.3800289630889893 (2.384338617324829) | > loss_gen: 2.542107343673706 (2.6026793320973716) | > loss_kl: 2.0690908432006836 (1.6678454478581746) | > loss_feat: 5.221223831176758 (5.712014039357503) | > loss_mel: 19.875547409057617 (20.961405436197918) | > loss_duration: 2.1977286338806152 (2.3412350018819175) | > loss_1: 31.905698776245117 (33.28517977396647)  --> STEP: 4 | > loss_disc: 1.9621212482452393 (2.2787842750549316) | > loss_disc_real_0: 0.10653361678123474 (0.07789749931544065) | > loss_disc_real_1: 0.14779973030090332 (0.14676373824477196) | > loss_disc_real_2: 0.2535737156867981 (0.23273766040802002) | > loss_disc_real_3: 0.24213524162769318 (0.3204650394618511) | > loss_disc_real_4: 0.18566328287124634 (0.24743307381868362) | > loss_disc_real_5: 0.1832246035337448 (0.28173113241791725) | > loss_0: 1.9621212482452393 (2.2787842750549316) | > loss_gen: 3.042508602142334 (2.712636649608612) | > loss_kl: 1.8139252662658691 (1.7043654024600983) | > loss_feat: 8.529064178466797 (6.416276574134827) | > loss_mel: 21.881010055541992 (21.191306591033936) | > loss_duration: 2.2563343048095703 (2.3200098276138306) | > loss_1: 37.52284240722656 (34.344595432281494)  --> STEP: 5 | > loss_disc: 2.3460655212402344 (2.292240524291992) | > loss_disc_real_0: 0.17795316874980927 (0.09790863320231438) | > loss_disc_real_1: 0.28295451402664185 (0.17400189340114594) | > loss_disc_real_2: 0.34767091274261475 (0.25572431087493896) | > loss_disc_real_3: 0.29320722818374634 (0.3150134772062302) | > loss_disc_real_4: 0.2269873023033142 (0.24334391951560974) | > loss_disc_real_5: 0.258980393409729 (0.2771809846162796) | > loss_0: 2.3460655212402344 (2.292240524291992) | > loss_gen: 3.075032949447632 (2.785115909576416) | > loss_kl: 2.2808525562286377 (1.819662833213806) | > loss_feat: 5.762797832489014 (6.285580825805664) | > loss_mel: 20.056543350219727 (20.964353942871092) | > loss_duration: 2.339844226837158 (2.3239767074584963) | > loss_1: 33.515071868896484 (34.17869071960449)  --> STEP: 6 | > loss_disc: 2.215837240219116 (2.2795066436131797) | > loss_disc_real_0: 0.18723464012145996 (0.11279630102217197) | > loss_disc_real_1: 0.19210925698280334 (0.17701978733142218) | > loss_disc_real_2: 0.23911716043949127 (0.25295645246903103) | > loss_disc_real_3: 0.33256104588508606 (0.31793807198603946) | > loss_disc_real_4: 0.23665572702884674 (0.24222922076781592) | > loss_disc_real_5: 0.24434688687324524 (0.2717086349924405) | > loss_0: 2.215837240219116 (2.2795066436131797) | > loss_gen: 3.1138617992401123 (2.839906891187032) | > loss_kl: 2.1091184616088867 (1.8679054379463196) | > loss_feat: 6.610260963439941 (6.339694182078044) | > loss_mel: 22.061769485473633 (21.14725653330485) | > loss_duration: 2.05777907371521 (2.2796104351679483) | > loss_1: 35.952789306640625 (34.47437381744385)  --> STEP: 7 | > loss_disc: 2.1413557529449463 (2.2597708020891463) | > loss_disc_real_0: 0.09528233110904694 (0.11029430532029696) | > loss_disc_real_1: 0.12641794979572296 (0.16979095339775085) | > loss_disc_real_2: 0.2425709366798401 (0.25147280735628946) | > loss_disc_real_3: 0.25798293948173523 (0.30937305305685314) | > loss_disc_real_4: 0.21549876034259796 (0.23841058356421335) | > loss_disc_real_5: 0.28458142280578613 (0.27354760468006134) | > loss_0: 2.1413557529449463 (2.2597708020891463) | > loss_gen: 2.809988021850586 (2.835632766996111) | > loss_kl: 2.047212839126587 (1.893520780972072) | > loss_feat: 7.092028617858887 (6.447170530046735) | > loss_mel: 20.256410598754883 (21.01999282836914) | > loss_duration: 2.3734350204467773 (2.293013947350638) | > loss_1: 34.579078674316406 (34.489331654139924)  --> STEP: 8 | > loss_disc: 2.5825326442718506 (2.3001160323619843) | > loss_disc_real_0: 0.14816170930862427 (0.11502773081883788) | > loss_disc_real_1: 0.27716514468193054 (0.18321272730827332) | > loss_disc_real_2: 0.20589545369148254 (0.2457756381481886) | > loss_disc_real_3: 0.23872576653957367 (0.3005421422421932) | > loss_disc_real_4: 0.21668806672096252 (0.235695268958807) | > loss_disc_real_5: 0.26465529203414917 (0.2724360655993223) | > loss_0: 2.5825326442718506 (2.3001160323619843) | > loss_gen: 2.2524781227111816 (2.762738436460495) | > loss_kl: 1.912123203277588 (1.8958460837602615) | > loss_feat: 5.851140022277832 (6.372666716575623) | > loss_mel: 17.982669830322266 (20.64032745361328) | > loss_duration: 2.211082935333252 (2.282772570848465) | > loss_1: 30.20949363708496 (33.95435190200806)  --> STEP: 9 | > loss_disc: 2.380401611328125 (2.309036652247111) | > loss_disc_real_0: 0.11368103325366974 (0.11487809775604142) | > loss_disc_real_1: 0.15911300480365753 (0.180534980363316) | > loss_disc_real_2: 0.19535672664642334 (0.24017353687021467) | > loss_disc_real_3: 0.25822311639785767 (0.2958400282594893) | > loss_disc_real_4: 0.17552080750465393 (0.2290092176861233) | > loss_disc_real_5: 0.23279955983161926 (0.2680320094029109) | > loss_0: 2.380401611328125 (2.309036652247111) | > loss_gen: 2.278806447982788 (2.7089682155185275) | > loss_kl: 1.9502137899398804 (1.9018869400024414) | > loss_feat: 6.631103515625 (6.401381916469997) | > loss_mel: 20.832876205444336 (20.661721759372288) | > loss_duration: 2.089290142059326 (2.2612745232052274) | > loss_1: 33.78228759765625 (33.935233645968964)  --> STEP: 10 | > loss_disc: 2.5434579849243164 (2.3324787855148315) | > loss_disc_real_0: 0.12943866848945618 (0.11633415482938289) | > loss_disc_real_1: 0.2605098783969879 (0.1885324701666832) | > loss_disc_real_2: 0.2404063493013382 (0.24019681811332702) | > loss_disc_real_3: 0.3243711292743683 (0.29869313836097716) | > loss_disc_real_4: 0.22861884534358978 (0.22897018045186995) | > loss_disc_real_5: 0.2441190481185913 (0.2656407132744789) | > loss_0: 2.5434579849243164 (2.3324787855148315) | > loss_gen: 2.517570734024048 (2.6898284673690798) | > loss_kl: 2.214169502258301 (1.9331151962280273) | > loss_feat: 4.276308536529541 (6.188874578475952) | > loss_mel: 17.375701904296875 (20.333119773864745) | > loss_duration: 2.2976813316345215 (2.264915204048157) | > loss_1: 28.681432723999023 (33.409853553771974)  --> STEP: 11 | > loss_disc: 2.404613971710205 (2.339036529714411) | > loss_disc_real_0: 0.0823390930891037 (0.11324369467117569) | > loss_disc_real_1: 0.21375471353530884 (0.1908254013820128) | > loss_disc_real_2: 0.18442848324775696 (0.2351269694891843) | > loss_disc_real_3: 0.2965528070926666 (0.29849856279113074) | > loss_disc_real_4: 0.2469230443239212 (0.2306022589856928) | > loss_disc_real_5: 0.3625783622264862 (0.2744532268155705) | > loss_0: 2.404613971710205 (2.339036529714411) | > loss_gen: 2.665792942047119 (2.6876434196125376) | > loss_kl: 2.6608119010925293 (1.9992694421248003) | > loss_feat: 7.967742443084717 (6.350589838894931) | > loss_mel: 19.27141761779785 (20.236601396040484) | > loss_duration: 2.4222450256347656 (2.279217915101485) | > loss_1: 34.98801040649414 (33.5533223585649)  --> STEP: 12 | > loss_disc: 2.2593846321105957 (2.3323988715807595) | > loss_disc_real_0: 0.1184222549200058 (0.1136752413585782) | > loss_disc_real_1: 0.19603659212589264 (0.19125966727733612) | > loss_disc_real_2: 0.35324400663375854 (0.2449700559178988) | > loss_disc_real_3: 0.3394140899181366 (0.3019081900517146) | > loss_disc_real_4: 0.2044333815574646 (0.2284215192000071) | > loss_disc_real_5: 0.333228200674057 (0.2793511413037777) | > loss_0: 2.2593846321105957 (2.3323988715807595) | > loss_gen: 3.1345643997192383 (2.7248868346214294) | > loss_kl: 1.3978791236877441 (1.9491535822550456) | > loss_feat: 6.702369213104248 (6.3799047867457075) | > loss_mel: 20.569141387939453 (20.264313062032063) | > loss_duration: 2.1710877418518066 (2.2702070673306785) | > loss_1: 33.97504425048828 (33.58846584955851)  --> STEP: 13 | > loss_disc: 2.4200215339660645 (2.339139076379629) | > loss_disc_real_0: 0.14706182479858398 (0.1162434400847325) | > loss_disc_real_1: 0.19855213165283203 (0.1918206260754512) | > loss_disc_real_2: 0.23888751864433289 (0.24450216843531683) | > loss_disc_real_3: 0.37432974576950073 (0.30747907895308274) | > loss_disc_real_4: 0.25906679034233093 (0.23077884774941665) | > loss_disc_real_5: 0.2969362139701843 (0.2807038392011936) | > loss_0: 2.4200215339660645 (2.339139076379629) | > loss_gen: 2.8815019130706787 (2.7369341483482947) | > loss_kl: 2.425806760787964 (1.9858192113729625) | > loss_feat: 6.960297107696533 (6.424550349895771) | > loss_mel: 17.854530334472656 (20.07894515991211) | > loss_duration: 2.097489356994629 (2.2569210896125207) | > loss_1: 32.219627380371094 (33.483170582697944)  --> STEP: 14 | > loss_disc: 2.0977001190185547 (2.321893436568124) | > loss_disc_real_0: 0.11576245725154877 (0.11620908416807652) | > loss_disc_real_1: 0.12022021412849426 (0.18670631093638285) | > loss_disc_real_2: 0.29360130429267883 (0.24800924956798553) | > loss_disc_real_3: 0.2904827296733856 (0.30626505400453297) | > loss_disc_real_4: 0.2551872432231903 (0.2325223045689719) | > loss_disc_real_5: 0.3363396227359772 (0.28467782373939243) | > loss_0: 2.0977001190185547 (2.321893436568124) | > loss_gen: 3.373305320739746 (2.7823892320905412) | > loss_kl: 1.6232529878616333 (1.959921623979296) | > loss_feat: 8.21522331237793 (6.552455561501639) | > loss_mel: 21.420679092407227 (20.174783297947474) | > loss_duration: 2.331058979034424 (2.2622166531426564) | > loss_1: 36.96352005004883 (33.73176697322301)  --> STEP: 15 | > loss_disc: 2.3617351055145264 (2.3245495478312175) | > loss_disc_real_0: 0.13773132860660553 (0.11764390046397845) | > loss_disc_real_1: 0.2742636799812317 (0.1925434688727061) | > loss_disc_real_2: 0.3523699641227722 (0.25496663053830465) | > loss_disc_real_3: 0.26866739988327026 (0.3037585437297821) | > loss_disc_real_4: 0.21991145610809326 (0.23168158133824665) | > loss_disc_real_5: 0.3448663651943207 (0.28869039316972095) | > loss_0: 2.3617351055145264 (2.3245495478312175) | > loss_gen: 3.2122573852539062 (2.811047108968099) | > loss_kl: 1.7527706623077393 (1.9461115598678589) | > loss_feat: 6.558220863342285 (6.552839914957683) | > loss_mel: 19.859251022338867 (20.1537478129069) | > loss_duration: 2.2458443641662598 (2.261125167210897) | > loss_1: 33.62834548950195 (33.7248722076416)  --> STEP: 16 | > loss_disc: 2.1352202892303467 (2.312716469168663) | > loss_disc_real_0: 0.0857812762260437 (0.11565248644910753) | > loss_disc_real_1: 0.20046769082546234 (0.19303873274475336) | > loss_disc_real_2: 0.22828973829746246 (0.253299324773252) | > loss_disc_real_3: 0.24196530878543854 (0.29989646654576063) | > loss_disc_real_4: 0.13490356504917145 (0.22563295532017946) | > loss_disc_real_5: 0.17669568955898285 (0.28169072419404984) | > loss_0: 2.1352202892303467 (2.312716469168663) | > loss_gen: 2.5283939838409424 (2.7933812886476517) | > loss_kl: 1.9821441173553467 (1.9483635947108269) | > loss_feat: 7.310543537139893 (6.60019639134407) | > loss_mel: 18.33781623840332 (20.040252089500427) | > loss_duration: 2.3506758213043213 (2.266722083091736) | > loss_1: 32.50957489013672 (33.648916125297546)  --> STEP: 17 | > loss_disc: 2.7463626861572266 (2.33822507016799) | > loss_disc_real_0: 0.17651239037513733 (0.11923248079769752) | > loss_disc_real_1: 0.25362932682037354 (0.1966028853374369) | > loss_disc_real_2: 0.2523728609085083 (0.2532448268988553) | > loss_disc_real_3: 0.33264225721359253 (0.3018226895262213) | > loss_disc_real_4: 0.25986215472221375 (0.22764643763794618) | > loss_disc_real_5: 0.30598756670951843 (0.28311995022437153) | > loss_0: 2.7463626861572266 (2.33822507016799) | > loss_gen: 2.19220232963562 (2.7580178204704735) | > loss_kl: 1.765036702156067 (1.9375796598546646) | > loss_feat: 3.843733787536621 (6.438051532296574) | > loss_mel: 16.595474243164062 (19.837618098539465) | > loss_duration: 2.3423352241516113 (2.2711699149187874) | > loss_1: 26.738780975341797 (33.242437587064856)  --> STEP: 18 | > loss_disc: 2.219883918762207 (2.331650561756558) | > loss_disc_real_0: 0.08477908372879028 (0.11731840318275823) | > loss_disc_real_1: 0.21978043019771576 (0.1978905267185635) | > loss_disc_real_2: 0.23035836219787598 (0.2519733566376898) | > loss_disc_real_3: 0.20303240418434143 (0.29633434034056133) | > loss_disc_real_4: 0.18343639373779297 (0.22519032408793768) | > loss_disc_real_5: 0.20517168939113617 (0.2787894912891918) | > loss_0: 2.219883918762207 (2.331650561756558) | > loss_gen: 2.4721641540527344 (2.7421370612250433) | > loss_kl: 1.9370779991149902 (1.9375517898135715) | > loss_feat: 7.406461238861084 (6.4918520715501575) | > loss_mel: 19.846038818359375 (19.838085916307236) | > loss_duration: 2.2047739028930664 (2.267481247584025) | > loss_1: 33.86651611328125 (33.2771086162991)  --> STEP: 19 | > loss_disc: 2.2828774452209473 (2.3290835556231047) | > loss_disc_real_0: 0.0852731466293335 (0.11563181073257797) | > loss_disc_real_1: 0.14946016669273376 (0.19534156040141457) | > loss_disc_real_2: 0.25175929069519043 (0.2519620900091372) | > loss_disc_real_3: 0.2913445234298706 (0.2960717183978934) | > loss_disc_real_4: 0.20463955402374268 (0.2241087046108748) | > loss_disc_real_5: 0.24847914278507233 (0.27719420978897497) | > loss_0: 2.2828774452209473 (2.3290835556231047) | > loss_gen: 2.7137691974639893 (2.740644015763935) | > loss_kl: 1.4928916692733765 (1.9141486255746138) | > loss_feat: 7.194918155670166 (6.528855549661737) | > loss_mel: 19.66301727294922 (19.82887177718313) | > loss_duration: 2.3029632568359375 (2.269348721755178) | > loss_1: 33.36756134033203 (33.281869285985046)  --> STEP: 20 | > loss_disc: 1.9634366035461426 (2.3108012080192566) | > loss_disc_real_0: 0.14008231461048126 (0.11685433592647314) | > loss_disc_real_1: 0.16845831274986267 (0.19399739801883698) | > loss_disc_real_2: 0.15835310518741608 (0.24728164076805115) | > loss_disc_real_3: 0.2502065598964691 (0.2937784604728222) | > loss_disc_real_4: 0.1855349987745285 (0.22218001931905745) | > loss_disc_real_5: 0.3005022704601288 (0.27835961282253263) | > loss_0: 1.9634366035461426 (2.3108012080192566) | > loss_gen: 3.4312987327575684 (2.7751767516136168) | > loss_kl: 1.575960636138916 (1.897239226102829) | > loss_feat: 8.246214866638184 (6.614723515510559) | > loss_mel: 21.401817321777344 (19.90751905441284) | > loss_duration: 2.305912971496582 (2.2711769342422485) | > loss_1: 36.961204528808594 (33.46583604812622)  --> STEP: 21 | > loss_disc: 2.6881041526794434 (2.328768014907837) | > loss_disc_real_0: 0.12090471386909485 (0.11704721106659799) | > loss_disc_real_1: 0.22627072036266327 (0.1955342228923525) | > loss_disc_real_2: 0.4151874780654907 (0.255277156829834) | > loss_disc_real_3: 0.42425698041915894 (0.29999172332740964) | > loss_disc_real_4: 0.2553500533103943 (0.22375954474721635) | > loss_disc_real_5: 0.2976692020893097 (0.2792791170733316) | > loss_0: 2.6881041526794434 (2.328768014907837) | > loss_gen: 2.739600419998169 (2.77348264058431) | > loss_kl: 2.2051267623901367 (1.9119005373546056) | > loss_feat: 4.985305309295654 (6.5371321723574685) | > loss_mel: 18.16257095336914 (19.824426287696475) | > loss_duration: 2.1109509468078613 (2.2635471253168014) | > loss_1: 30.203554153442383 (33.310489291236514)  --> STEP: 22 | > loss_disc: 2.027848720550537 (2.3150898651643232) | > loss_disc_real_0: 0.04983978718519211 (0.11399232816289771) | > loss_disc_real_1: 0.20216330885887146 (0.19583554498173975) | > loss_disc_real_2: 0.14424489438533783 (0.2502302358096296) | > loss_disc_real_3: 0.30766406655311584 (0.3003404662013054) | > loss_disc_real_4: 0.19172120094299316 (0.22230325639247894) | > loss_disc_real_5: 0.20716257393360138 (0.2760010923851621) | > loss_0: 2.027848720550537 (2.3150898651643232) | > loss_gen: 2.9458670616149902 (2.7813182960857046) | > loss_kl: 1.4243937730789185 (1.889741138978438) | > loss_feat: 7.8725152015686035 (6.597831400957975) | > loss_mel: 19.89246368408203 (19.82751889662309) | > loss_duration: 2.1513354778289795 (2.258446595885537) | > loss_1: 34.28657531738281 (33.35485683787953)  --> STEP: 23 | > loss_disc: 2.308093786239624 (2.314785687819771) | > loss_disc_real_0: 0.07261720299720764 (0.11219340967743294) | > loss_disc_real_1: 0.1725563406944275 (0.19482340566490008) | > loss_disc_real_2: 0.27681678533554077 (0.2513861727455388) | > loss_disc_real_3: 0.2565349042415619 (0.2984358765508818) | > loss_disc_real_4: 0.2291174829006195 (0.22259952711022418) | > loss_disc_real_5: 0.2988794445991516 (0.2769958033509877) | > loss_0: 2.308093786239624 (2.314785687819771) | > loss_gen: 2.6364641189575195 (2.775020288384479) | > loss_kl: 2.3975563049316406 (1.911820059237273) | > loss_feat: 6.957652568817139 (6.613475799560547) | > loss_mel: 19.03400230407715 (19.79301817520805) | > loss_duration: 2.2608110904693604 (2.2585493999978774) | > loss_1: 33.2864875793457 (33.35188426142154)  --> STEP: 24 | > loss_disc: 2.3367252349853516 (2.315699835618337) | > loss_disc_real_0: 0.11748276650905609 (0.11241379954541723) | > loss_disc_real_1: 0.17291316390037537 (0.19391047892471155) | > loss_disc_real_2: 0.2929947078227997 (0.2531198617070914) | > loss_disc_real_3: 0.29312190413475037 (0.29821446103354293) | > loss_disc_real_4: 0.26358574628829956 (0.22430728624264398) | > loss_disc_real_5: 0.32212626934051514 (0.2788762394338847) | > loss_0: 2.3367252349853516 (2.315699835618337) | > loss_gen: 2.9002840518951416 (2.78023961186409) | > loss_kl: 1.7967406511306763 (1.907025083899498) | > loss_feat: 8.137777328491211 (6.676988363265991) | > loss_mel: 20.830028533935547 (19.83622694015503) | > loss_duration: 2.418102741241455 (2.2651974558830266) | > loss_1: 36.08293151855469 (33.46567789713542)  --> STEP: 25 | > loss_disc: 2.476330041885376 (2.3221250438690184) | > loss_disc_real_0: 0.1477828025817871 (0.11382855966687203) | > loss_disc_real_1: 0.2613477110862732 (0.19660796821117402) | > loss_disc_real_2: 0.24464906752109528 (0.25278102993965157) | > loss_disc_real_3: 0.2554777264595032 (0.29650499165058136) | > loss_disc_real_4: 0.250609427690506 (0.22535937190055846) | > loss_disc_real_5: 0.2807600200176239 (0.27895159065723424) | > loss_0: 2.476330041885376 (2.3221250438690184) | > loss_gen: 2.478278636932373 (2.7681611728668214) | > loss_kl: 1.763098955154419 (1.9012680387496947) | > loss_feat: 5.360552787780762 (6.624330940246582) | > loss_mel: 16.066747665405273 (19.685447769165037) | > loss_duration: 2.328347682952881 (2.2677234649658207) | > loss_1: 27.997026443481445 (33.24693183898926)  --> STEP: 26 | > loss_disc: 2.6284117698669434 (2.3339053025612464) | > loss_disc_real_0: 0.09116432815790176 (0.11295685845498855) | > loss_disc_real_1: 0.1708168089389801 (0.19561600054685885) | > loss_disc_real_2: 0.15168729424476624 (0.24889280933600214) | > loss_disc_real_3: 0.22951418161392212 (0.2939284220337868) | > loss_disc_real_4: 0.10894815623760223 (0.22088201745198324) | > loss_disc_real_5: 0.38543057441711426 (0.2830469361864604) | > loss_0: 2.6284117698669434 (2.3339053025612464) | > loss_gen: 1.9096572399139404 (2.735141790830172) | > loss_kl: 1.7457711696624756 (1.895287389938648) | > loss_feat: 14.509387969970703 (6.927602364466741) | > loss_mel: 21.082027435302734 (19.739162371708797) | > loss_duration: 2.270024299621582 (2.2678119586064267) | > loss_1: 41.516868591308594 (33.56500632946308) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023889908423790564 (+3.442397484412557e-05) | > avg_loss_disc: 2.3339053025612464 (+0.0662513925478998) | > avg_loss_disc_real_0: 0.11295685845498855 (-0.023826428760702748) | > avg_loss_disc_real_1: 0.19561600054685885 (-0.0024296400638727234) | > avg_loss_disc_real_2: 0.24889280933600214 (+0.03693039944538712) | > avg_loss_disc_real_3: 0.2939284220337868 (+0.0562751442193985) | > avg_loss_disc_real_4: 0.22088201745198324 (+0.013859901577234268) | > avg_loss_disc_real_5: 0.2830469361864604 (+0.05982514814688611) | > avg_loss_0: 2.3339053025612464 (+0.0662513925478998) | > avg_loss_gen: 2.735141790830172 (+0.16306044505192707) | > avg_loss_kl: 1.895287389938648 (-0.008949045951549772) | > avg_loss_feat: 6.927602364466741 (-0.7139114783360405) | > avg_loss_mel: 19.739162371708797 (-0.9225135949941858) | > avg_loss_duration: 2.2678119586064267 (-0.0029765000710120226) | > avg_loss_1: 33.56500632946308 (-1.4852898671076744) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_113741.pth  > EPOCH: 78/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:22:00)   --> TIME: 2024-06-10 18:22:04 -- STEP: 9/330 -- GLOBAL_STEP: 113750 | > loss_disc: 2.2723240852355957 (2.299852106306288) | > loss_disc_real_0: 0.13214731216430664 (0.11077406836880578) | > loss_disc_real_1: 0.17933975160121918 (0.19801336030165353) | > loss_disc_real_2: 0.2376282662153244 (0.2227250420384937) | > loss_disc_real_3: 0.23509801924228668 (0.22292843295468223) | > loss_disc_real_4: 0.19189395010471344 (0.21874041855335236) | > loss_disc_real_5: 0.1993148773908615 (0.22645288209120432) | > loss_0: 2.2723240852355957 (2.299852106306288) | > grad_norm_0: tensor(11.7844, device='cuda:0') (tensor(13.1392, device='cuda:0')) | > loss_gen: 2.537152051925659 (2.535408549838596) | > loss_kl: 1.6100937128067017 (1.5821609894434612) | > loss_feat: 6.545870304107666 (6.5851377381218805) | > loss_mel: 20.25022315979004 (20.77925025092231) | > loss_duration: 2.2354776859283447 (2.3170020845201282) | > loss_1: 33.17881774902344 (33.79895952012804) | > grad_norm_1: tensor(102.1642, device='cuda:0') (tensor(134.7421, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3339 (0.3323463863796658) | > loader_time: 0.0027 (0.002919276555379232)  --> TIME: 2024-06-10 18:22:13 -- STEP: 34/330 -- GLOBAL_STEP: 113775 | > loss_disc: 2.2606799602508545 (2.2391503979178036) | > loss_disc_real_0: 0.10925370454788208 (0.10883090447853594) | > loss_disc_real_1: 0.22231446206569672 (0.1985842681982938) | > loss_disc_real_2: 0.2567715048789978 (0.2156686024630771) | > loss_disc_real_3: 0.21844588220119476 (0.21953288115122738) | > loss_disc_real_4: 0.2135085016489029 (0.2078223145183395) | > loss_disc_real_5: 0.20957674086093903 (0.21277714126250324) | > loss_0: 2.2606799602508545 (2.2391503979178036) | > grad_norm_0: tensor(33.7092, device='cuda:0') (tensor(16.6909, device='cuda:0')) | > loss_gen: 2.693185329437256 (2.613245515262379) | > loss_kl: 1.5651448965072632 (1.5989945040029638) | > loss_feat: 7.64272403717041 (7.092988757526173) | > loss_mel: 20.53810691833496 (20.546434402465817) | > loss_duration: 2.152029037475586 (2.1698404305121484) | > loss_1: 34.5911865234375 (34.02150333628935) | > grad_norm_1: tensor(363.0622, device='cuda:0') (tensor(207.8002, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3527 (0.3460542594685274) | > loader_time: 0.0032 (0.0030801716972799864)  --> TIME: 2024-06-10 18:22:22 -- STEP: 59/330 -- GLOBAL_STEP: 113800 | > loss_disc: 2.0761117935180664 (2.2357021186311354) | > loss_disc_real_0: 0.0875704288482666 (0.10932008341207343) | > loss_disc_real_1: 0.1762010157108307 (0.20014564162593776) | > loss_disc_real_2: 0.23265603184700012 (0.21561809742854812) | > loss_disc_real_3: 0.21142444014549255 (0.22049445595781683) | > loss_disc_real_4: 0.18522965908050537 (0.20857639762304597) | > loss_disc_real_5: 0.20363877713680267 (0.21074839769783665) | > loss_0: 2.0761117935180664 (2.2357021186311354) | > grad_norm_0: tensor(12.6431, device='cuda:0') (tensor(18.6905, device='cuda:0')) | > loss_gen: 2.832869052886963 (2.6304593975261104) | > loss_kl: 1.3973119258880615 (1.5722019995673229) | > loss_feat: 8.051314353942871 (7.247662293708931) | > loss_mel: 20.125539779663086 (20.484929359565342) | > loss_duration: 2.0527164936065674 (2.1281171350155854) | > loss_1: 34.45975112915039 (34.063369977272174) | > grad_norm_1: tensor(256.0103, device='cuda:0') (tensor(231.5754, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3576 (0.34926116264472573) | > loader_time: 0.003 (0.0031879392720885196)  --> TIME: 2024-06-10 18:22:31 -- STEP: 84/330 -- GLOBAL_STEP: 113825 | > loss_disc: 2.299295425415039 (2.2343988475345427) | > loss_disc_real_0: 0.12776026129722595 (0.1086758387585481) | > loss_disc_real_1: 0.20137207210063934 (0.20119432501849674) | > loss_disc_real_2: 0.24059098958969116 (0.21542691102340109) | > loss_disc_real_3: 0.20368404686450958 (0.22068280070310548) | > loss_disc_real_4: 0.20368994772434235 (0.2086910204518409) | > loss_disc_real_5: 0.21548180282115936 (0.21061998481551805) | > loss_0: 2.299295425415039 (2.2343988475345427) | > grad_norm_0: tensor(28.9552, device='cuda:0') (tensor(19.6223, device='cuda:0')) | > loss_gen: 2.486955165863037 (2.644168399629139) | > loss_kl: 1.5693166255950928 (1.5723286029838381) | > loss_feat: 7.085781097412109 (7.325969696044922) | > loss_mel: 20.5063533782959 (20.447968414851587) | > loss_duration: 2.168278694152832 (2.1117609455471955) | > loss_1: 33.81668472290039 (34.10219585327876) | > grad_norm_1: tensor(315.2316, device='cuda:0') (tensor(251.6507, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3858 (0.3540265191169013) | > loader_time: 0.0035 (0.003326024327959333)  --> TIME: 2024-06-10 18:22:41 -- STEP: 109/330 -- GLOBAL_STEP: 113850 | > loss_disc: 2.157850980758667 (2.2266324922579157) | > loss_disc_real_0: 0.11793456971645355 (0.11025138493251363) | > loss_disc_real_1: 0.17386986315250397 (0.20120405180191775) | > loss_disc_real_2: 0.2235281616449356 (0.2137708066526903) | > loss_disc_real_3: 0.22290202975273132 (0.21910486746271815) | > loss_disc_real_4: 0.22783297300338745 (0.20777069989147537) | > loss_disc_real_5: 0.21452872455120087 (0.20761064665580015) | > loss_0: 2.157850980758667 (2.2266324922579157) | > grad_norm_0: tensor(19.8657, device='cuda:0') (tensor(18.0129, device='cuda:0')) | > loss_gen: 2.756098985671997 (2.6531325239653984) | > loss_kl: 1.4552124738693237 (1.5779933634154293) | > loss_feat: 7.622272968292236 (7.360996543814283) | > loss_mel: 20.270740509033203 (20.417540733967343) | > loss_duration: 2.0383381843566895 (2.1072548857522686) | > loss_1: 34.142662048339844 (34.11691782890111) | > grad_norm_1: tensor(263.1237, device='cuda:0') (tensor(238.7286, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3554 (0.3561558920309084) | > loader_time: 0.0036 (0.003388953865121264)  --> TIME: 2024-06-10 18:22:50 -- STEP: 134/330 -- GLOBAL_STEP: 113875 | > loss_disc: 2.1707658767700195 (2.2405987746679967) | > loss_disc_real_0: 0.10769358277320862 (0.11044199319917765) | > loss_disc_real_1: 0.19943749904632568 (0.20301508425331827) | > loss_disc_real_2: 0.16496223211288452 (0.21422614602010642) | > loss_disc_real_3: 0.19432248175144196 (0.22103048738703798) | > loss_disc_real_4: 0.19093337655067444 (0.20915078905536166) | > loss_disc_real_5: 0.18342894315719604 (0.20812923327755573) | > loss_0: 2.1707658767700195 (2.2405987746679967) | > grad_norm_0: tensor(22.9111, device='cuda:0') (tensor(17.4082, device='cuda:0')) | > loss_gen: 2.508288860321045 (2.6412210268760794) | > loss_kl: 1.4707180261611938 (1.5727923592524742) | > loss_feat: 7.865103244781494 (7.350816651956359) | > loss_mel: 20.598880767822266 (20.434005096777156) | > loss_duration: 2.0998940467834473 (2.1062516027422102) | > loss_1: 34.542884826660156 (34.10508658281014) | > grad_norm_1: tensor(250.4269, device='cuda:0') (tensor(229.5702, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3569 (0.3565162277933377) | > loader_time: 0.0037 (0.003486259659724449)  --> TIME: 2024-06-10 18:22:59 -- STEP: 159/330 -- GLOBAL_STEP: 113900 | > loss_disc: 2.178147792816162 (2.244069291360724) | > loss_disc_real_0: 0.09948204457759857 (0.11248706342101847) | > loss_disc_real_1: 0.19116514921188354 (0.20260367631537354) | > loss_disc_real_2: 0.21193338930606842 (0.21480713550399685) | > loss_disc_real_3: 0.22087781131267548 (0.22085068454532503) | > loss_disc_real_4: 0.17233428359031677 (0.20937617244960377) | > loss_disc_real_5: 0.1863182634115219 (0.20820314404349657) | > loss_0: 2.178147792816162 (2.244069291360724) | > grad_norm_0: tensor(19.6272, device='cuda:0') (tensor(17.5675, device='cuda:0')) | > loss_gen: 2.5779616832733154 (2.639464532804189) | > loss_kl: 1.6037359237670898 (1.5708369346534679) | > loss_feat: 7.885346412658691 (7.339748514523296) | > loss_mel: 20.379907608032227 (20.39675915316216) | > loss_duration: 2.089195966720581 (2.105882787104673) | > loss_1: 34.53614807128906 (34.05269180153901) | > grad_norm_1: tensor(249.7640, device='cuda:0') (tensor(228.8010, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3882 (0.3584742890963764) | > loader_time: 0.0044 (0.0035909826650559525)  --> TIME: 2024-06-10 18:23:09 -- STEP: 184/330 -- GLOBAL_STEP: 113925 | > loss_disc: 2.33286190032959 (2.246359529702561) | > loss_disc_real_0: 0.10876021534204483 (0.113525139896766) | > loss_disc_real_1: 0.23838400840759277 (0.20260612528933128) | > loss_disc_real_2: 0.23107121884822845 (0.21411894035080206) | > loss_disc_real_3: 0.23551155626773834 (0.22071677907977416) | > loss_disc_real_4: 0.22796568274497986 (0.20942586992421877) | > loss_disc_real_5: 0.24419616162776947 (0.20898212079444659) | > loss_0: 2.33286190032959 (2.246359529702561) | > grad_norm_0: tensor(33.6769, device='cuda:0') (tensor(17.4806, device='cuda:0')) | > loss_gen: 2.5145559310913086 (2.6352459684662186) | > loss_kl: 1.7142529487609863 (1.5701336322919182) | > loss_feat: 7.305284023284912 (7.336038900458294) | > loss_mel: 19.881723403930664 (20.363777150278512) | > loss_duration: 2.1252403259277344 (2.110114277704903) | > loss_1: 33.54105758666992 (34.01530984173651) | > grad_norm_1: tensor(290.5733, device='cuda:0') (tensor(219.9479, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.3775 (0.36014719242635) | > loader_time: 0.0043 (0.003716908071352088)  --> TIME: 2024-06-10 18:23:19 -- STEP: 209/330 -- GLOBAL_STEP: 113950 | > loss_disc: 2.2387888431549072 (2.2497625715994958) | > loss_disc_real_0: 0.12063223868608475 (0.11435070548331339) | > loss_disc_real_1: 0.22283662855625153 (0.20284954205369263) | > loss_disc_real_2: 0.19214999675750732 (0.21427283389716628) | > loss_disc_real_3: 0.21630530059337616 (0.2205583817508232) | > loss_disc_real_4: 0.20110967755317688 (0.20942179894333252) | > loss_disc_real_5: 0.19557629525661469 (0.20943638161894237) | > loss_0: 2.2387888431549072 (2.2497625715994958) | > grad_norm_0: tensor(54.3621, device='cuda:0') (tensor(18.7034, device='cuda:0')) | > loss_gen: 2.6465439796447754 (2.6343638862719367) | > loss_kl: 1.549669861793518 (1.5711040091856816) | > loss_feat: 7.322934150695801 (7.3539570963553835) | > loss_mel: 19.30055809020996 (20.321542885885286) | > loss_duration: 2.1678009033203125 (2.1151255352075027) | > loss_1: 32.98750686645508 (33.99609336670507) | > grad_norm_1: tensor(178.5201, device='cuda:0') (tensor(231.0423, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.4095 (0.363550033295554) | > loader_time: 0.0046 (0.0038440991816908548)  --> TIME: 2024-06-10 18:23:29 -- STEP: 234/330 -- GLOBAL_STEP: 113975 | > loss_disc: 2.166337251663208 (2.2444018115345252) | > loss_disc_real_0: 0.11827786266803741 (0.11384715259266205) | > loss_disc_real_1: 0.25306177139282227 (0.2029952219663522) | > loss_disc_real_2: 0.25749921798706055 (0.21424862869784364) | > loss_disc_real_3: 0.25833213329315186 (0.22058272463643652) | > loss_disc_real_4: 0.15932410955429077 (0.2090724683724917) | > loss_disc_real_5: 0.23899038136005402 (0.2086624429266677) | > loss_0: 2.166337251663208 (2.2444018115345252) | > grad_norm_0: tensor(9.1166, device='cuda:0') (tensor(20.0563, device='cuda:0')) | > loss_gen: 2.8897817134857178 (2.650097336524571) | > loss_kl: 1.481335997581482 (1.569366344019898) | > loss_feat: 7.558324813842773 (7.391973941754072) | > loss_mel: 19.365325927734375 (20.27030983949319) | > loss_duration: 2.1852962970733643 (2.121523124539955) | > loss_1: 33.480064392089844 (34.0032705078777) | > grad_norm_1: tensor(291.1026, device='cuda:0') (tensor(234.8194, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.4095 (0.3670328060785931) | > loader_time: 0.0047 (0.003971931261894032)  --> TIME: 2024-06-10 18:23:39 -- STEP: 259/330 -- GLOBAL_STEP: 114000 | > loss_disc: 2.305135726928711 (2.241934086825399) | > loss_disc_real_0: 0.10652777552604675 (0.11244830107999584) | > loss_disc_real_1: 0.25660601258277893 (0.20301132744113448) | > loss_disc_real_2: 0.22724756598472595 (0.21392298055431558) | > loss_disc_real_3: 0.2566930949687958 (0.22027675036527936) | > loss_disc_real_4: 0.23181502521038055 (0.2100859422481198) | > loss_disc_real_5: 0.2232372760772705 (0.20822899078080093) | > loss_0: 2.305135726928711 (2.241934086825399) | > grad_norm_0: tensor(8.7490, device='cuda:0') (tensor(20.7229, device='cuda:0')) | > loss_gen: 2.5860698223114014 (2.6598526372872717) | > loss_kl: 1.5413774251937866 (1.5682056797057045) | > loss_feat: 7.9156975746154785 (7.4287235267374045) | > loss_mel: 20.39404296875 (20.23005774214461) | > loss_duration: 2.2032485008239746 (2.1273229112956518) | > loss_1: 34.64043426513672 (34.014162417084094) | > grad_norm_1: tensor(65.0482, device='cuda:0') (tensor(234.2828, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.4097 (0.37169129047614746) | > loader_time: 0.0056 (0.004113401685442244) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_114000.pth  --> TIME: 2024-06-10 18:23:54 -- STEP: 284/330 -- GLOBAL_STEP: 114025 | > loss_disc: 1.9898295402526855 (2.237377373265551) | > loss_disc_real_0: 0.05675883963704109 (0.1111810543298931) | > loss_disc_real_1: 0.21298067271709442 (0.20276467019403482) | > loss_disc_real_2: 0.1915200799703598 (0.21398248775324352) | > loss_disc_real_3: 0.17211461067199707 (0.21973740760709198) | > loss_disc_real_4: 0.15439152717590332 (0.20909442238404713) | > loss_disc_real_5: 0.16603165864944458 (0.20845981382987872) | > loss_0: 1.9898295402526855 (2.237377373265551) | > grad_norm_0: tensor(38.9082, device='cuda:0') (tensor(21.7294, device='cuda:0')) | > loss_gen: 2.4982950687408447 (2.6681544100734547) | > loss_kl: 1.6362323760986328 (1.5754015147686007) | > loss_feat: 7.96926212310791 (7.459316458500607) | > loss_mel: 19.716854095458984 (20.19208503105271) | > loss_duration: 2.214827537536621 (2.1349796157487684) | > loss_1: 34.03547286987305 (34.02993695836672) | > grad_norm_1: tensor(484.5226, device='cuda:0') (tensor(239.7793, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.4378 (0.37841266813412533) | > loader_time: 0.006 (0.004293410710885491)  --> TIME: 2024-06-10 18:24:06 -- STEP: 309/330 -- GLOBAL_STEP: 114050 | > loss_disc: 2.26688814163208 (2.2357293263222426) | > loss_disc_real_0: 0.13292694091796875 (0.11093813736703018) | > loss_disc_real_1: 0.23605093359947205 (0.20244156373935995) | > loss_disc_real_2: 0.2813767194747925 (0.21400510141185958) | > loss_disc_real_3: 0.23120446503162384 (0.21936451525557002) | > loss_disc_real_4: 0.20362628996372223 (0.20952899836027883) | > loss_disc_real_5: 0.19564898312091827 (0.20802415584283354) | > loss_0: 2.26688814163208 (2.2357293263222426) | > grad_norm_0: tensor(19.6453, device='cuda:0') (tensor(22.3107, device='cuda:0')) | > loss_gen: 2.6792473793029785 (2.669544152843142) | > loss_kl: 1.617974877357483 (1.5789324207213316) | > loss_feat: 7.663055419921875 (7.483671637414728) | > loss_mel: 19.403417587280273 (20.14537648321355) | > loss_duration: 2.2954344749450684 (2.145012218203746) | > loss_1: 33.65913009643555 (34.022536891949606) | > grad_norm_1: tensor(173.5510, device='cuda:0') (tensor(253.2105, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.4923 (0.38607311403095557) | > loader_time: 0.0072 (0.004468774332583529)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.618473768234253 (2.618473768234253) | > loss_disc_real_0: 0.20883551239967346 (0.20883551239967346) | > loss_disc_real_1: 0.19026730954647064 (0.19026730954647064) | > loss_disc_real_2: 0.26252731680870056 (0.26252731680870056) | > loss_disc_real_3: 0.33027392625808716 (0.33027392625808716) | > loss_disc_real_4: 0.3549010157585144 (0.3549010157585144) | > loss_disc_real_5: 0.3906717896461487 (0.3906717896461487) | > loss_0: 2.618473768234253 (2.618473768234253) | > loss_gen: 2.688868999481201 (2.688868999481201) | > loss_kl: 0.9652631878852844 (0.9652631878852844) | > loss_feat: 5.278301239013672 (5.278301239013672) | > loss_mel: 17.862205505371094 (17.862205505371094) | > loss_duration: 2.8302383422851562 (2.8302383422851562) | > loss_1: 29.6248779296875 (29.6248779296875)  --> STEP: 1 | > loss_disc: 2.3272714614868164 (2.3272714614868164) | > loss_disc_real_0: 0.174093097448349 (0.174093097448349) | > loss_disc_real_1: 0.18021883070468903 (0.18021883070468903) | > loss_disc_real_2: 0.2541947364807129 (0.2541947364807129) | > loss_disc_real_3: 0.2689119279384613 (0.2689119279384613) | > loss_disc_real_4: 0.21549691259860992 (0.21549691259860992) | > loss_disc_real_5: 0.20201294124126434 (0.20201294124126434) | > loss_0: 2.3272714614868164 (2.3272714614868164) | > loss_gen: 2.395449161529541 (2.395449161529541) | > loss_kl: 1.9189043045043945 (1.9189043045043945) | > loss_feat: 5.690633296966553 (5.690633296966553) | > loss_mel: 18.344377517700195 (18.344377517700195) | > loss_duration: 2.302633285522461 (2.302633285522461) | > loss_1: 30.651996612548828 (30.651996612548828)  --> STEP: 2 | > loss_disc: 2.378265857696533 (2.352768659591675) | > loss_disc_real_0: 0.12060274183750153 (0.14734791964292526) | > loss_disc_real_1: 0.1685635894536972 (0.17439121007919312) | > loss_disc_real_2: 0.3170897364616394 (0.28564223647117615) | > loss_disc_real_3: 0.26545828580856323 (0.26718510687351227) | > loss_disc_real_4: 0.2363273650407791 (0.22591213881969452) | > loss_disc_real_5: 0.2972700893878937 (0.249641515314579) | > loss_0: 2.378265857696533 (2.352768659591675) | > loss_gen: 2.6614291667938232 (2.528439164161682) | > loss_kl: 1.490143060684204 (1.7045236825942993) | > loss_feat: 5.713495254516602 (5.702064275741577) | > loss_mel: 22.35039710998535 (20.347387313842773) | > loss_duration: 2.4632630348205566 (2.382948160171509) | > loss_1: 34.67873001098633 (32.66536331176758)  --> STEP: 3 | > loss_disc: 2.032055139541626 (2.245864152908325) | > loss_disc_real_0: 0.1185610443353653 (0.13775229454040527) | > loss_disc_real_1: 0.17144574224948883 (0.1734093874692917) | > loss_disc_real_2: 0.24271146953105927 (0.2713319808244705) | > loss_disc_real_3: 0.16615597903728485 (0.23350873092810312) | > loss_disc_real_4: 0.1533633917570114 (0.20172922313213348) | > loss_disc_real_5: 0.18972551822662354 (0.22966951628526053) | > loss_0: 2.032055139541626 (2.245864152908325) | > loss_gen: 2.62153959274292 (2.559472640355428) | > loss_kl: 2.236914873123169 (1.8819874127705891) | > loss_feat: 6.596539497375488 (6.000222682952881) | > loss_mel: 20.420202255249023 (20.37165896097819) | > loss_duration: 2.2256219387054443 (2.3305060863494873) | > loss_1: 34.1008186340332 (33.14384841918945)  --> STEP: 4 | > loss_disc: 2.132478952407837 (2.217517852783203) | > loss_disc_real_0: 0.12303413450717926 (0.13407275453209877) | > loss_disc_real_1: 0.14530809223651886 (0.16638406366109848) | > loss_disc_real_2: 0.2050815224647522 (0.25476936623454094) | > loss_disc_real_3: 0.17796006798744202 (0.21962156519293785) | > loss_disc_real_4: 0.1597202569246292 (0.19122698158025742) | > loss_disc_real_5: 0.1671336442232132 (0.2140355482697487) | > loss_0: 2.132478952407837 (2.217517852783203) | > loss_gen: 2.3350417613983154 (2.50336492061615) | > loss_kl: 2.0850934982299805 (1.932763934135437) | > loss_feat: 6.308299541473389 (6.077241897583008) | > loss_mel: 20.178443908691406 (20.323355197906494) | > loss_duration: 2.249823808670044 (2.3103355169296265) | > loss_1: 33.156700134277344 (33.147061347961426)  --> STEP: 5 | > loss_disc: 1.9715204238891602 (2.1683183670043946) | > loss_disc_real_0: 0.17165547609329224 (0.14158929884433746) | > loss_disc_real_1: 0.21819794178009033 (0.17674683928489685) | > loss_disc_real_2: 0.25807249546051025 (0.2554299920797348) | > loss_disc_real_3: 0.22721873223781586 (0.22114099860191344) | > loss_disc_real_4: 0.2323388159275055 (0.19944934844970702) | > loss_disc_real_5: 0.22530415654182434 (0.2162892699241638) | > loss_0: 1.9715204238891602 (2.1683183670043946) | > loss_gen: 3.498763084411621 (2.702444553375244) | > loss_kl: 2.5679147243499756 (2.0597940921783446) | > loss_feat: 7.991105556488037 (6.4600146293640135) | > loss_mel: 21.188596725463867 (20.49640350341797) | > loss_duration: 2.341032028198242 (2.3164748191833495) | > loss_1: 37.58740997314453 (34.03513107299805)  --> STEP: 6 | > loss_disc: 2.2394485473632812 (2.180173397064209) | > loss_disc_real_0: 0.1330353319644928 (0.14016363769769669) | > loss_disc_real_1: 0.13010630011558533 (0.1689734160900116) | > loss_disc_real_2: 0.22196441888809204 (0.24985239654779434) | > loss_disc_real_3: 0.2627526819705963 (0.2280762791633606) | > loss_disc_real_4: 0.25367438793182373 (0.20848685503005981) | > loss_disc_real_5: 0.2323572188615799 (0.21896726141373316) | > loss_0: 2.2394485473632812 (2.180173397064209) | > loss_gen: 2.8602805137634277 (2.728750546773275) | > loss_kl: 2.1461069583892822 (2.0741795698801675) | > loss_feat: 6.512322425842285 (6.468732595443726) | > loss_mel: 22.098337173461914 (20.763392448425293) | > loss_duration: 2.1062207221984863 (2.2814324696858725) | > loss_1: 35.7232666015625 (34.31648699442545)  --> STEP: 7 | > loss_disc: 2.5588839054107666 (2.2342748982565745) | > loss_disc_real_0: 0.21630486845970154 (0.1510409563779831) | > loss_disc_real_1: 0.2207002490758896 (0.17636296365942275) | > loss_disc_real_2: 0.2173602432012558 (0.24521066035543168) | > loss_disc_real_3: 0.28629055619239807 (0.2363926044532231) | > loss_disc_real_4: 0.280392587184906 (0.21875910248075212) | > loss_disc_real_5: 0.3192795515060425 (0.23329758856977736) | > loss_0: 2.5588839054107666 (2.2342748982565745) | > loss_gen: 2.5573697090148926 (2.7042675699506487) | > loss_kl: 2.5583934783935547 (2.14335298538208) | > loss_feat: 4.1914472579956055 (6.143406118665423) | > loss_mel: 16.903993606567383 (20.212049756731307) | > loss_duration: 2.408397674560547 (2.2995703560965404) | > loss_1: 28.61960220336914 (33.50264630998884)  --> STEP: 8 | > loss_disc: 2.4689877033233643 (2.263613998889923) | > loss_disc_real_0: 0.24927234649658203 (0.16331988014280796) | > loss_disc_real_1: 0.2567923069000244 (0.18641663156449795) | > loss_disc_real_2: 0.205450177192688 (0.24024059996008873) | > loss_disc_real_3: 0.22460179030895233 (0.23491875268518925) | > loss_disc_real_4: 0.1989680826663971 (0.21628522500395775) | > loss_disc_real_5: 0.19207704067230225 (0.22814502008259296) | > loss_0: 2.4689877033233643 (2.263613998889923) | > loss_gen: 2.6123762130737305 (2.692781150341034) | > loss_kl: 2.341174602508545 (2.168080687522888) | > loss_feat: 4.854791641235352 (5.982329308986664) | > loss_mel: 13.149733543395996 (19.329260230064392) | > loss_duration: 2.198024034500122 (2.286877065896988) | > loss_1: 25.15610122680664 (32.459328174591064)  --> STEP: 9 | > loss_disc: 2.8428406715393066 (2.327972518073188) | > loss_disc_real_0: 0.3222135305404663 (0.18097473018699223) | > loss_disc_real_1: 0.17071716487407684 (0.18467224637667337) | > loss_disc_real_2: 0.29362019896507263 (0.24617166651619804) | > loss_disc_real_3: 0.26741865277290344 (0.23852985269493526) | > loss_disc_real_4: 0.29718562960624695 (0.22527415884865654) | > loss_disc_real_5: 0.2834092974662781 (0.23428549534744686) | > loss_0: 2.8428406715393066 (2.327972518073188) | > loss_gen: 2.473801374435425 (2.6684500641292996) | > loss_kl: 1.6350148916244507 (2.108851154645284) | > loss_feat: 7.324155330657959 (6.131421089172363) | > loss_mel: 21.27260971069336 (19.545187950134277) | > loss_duration: 2.1295418739318848 (2.2693953779008655) | > loss_1: 34.83512496948242 (32.72330559624566)  --> STEP: 10 | > loss_disc: 2.2913851737976074 (2.32431378364563) | > loss_disc_real_0: 0.1839495301246643 (0.18127221018075942) | > loss_disc_real_1: 0.216761514544487 (0.18788117319345474) | > loss_disc_real_2: 0.2745179235935211 (0.24900629222393036) | > loss_disc_real_3: 0.2812420129776001 (0.24280106872320176) | > loss_disc_real_4: 0.21299026906490326 (0.22404576987028121) | > loss_disc_real_5: 0.2830061614513397 (0.23915756195783616) | > loss_0: 2.2913851737976074 (2.32431378364563) | > loss_gen: 2.821666955947876 (2.683771753311157) | > loss_kl: 1.4204078912734985 (2.0400068283081056) | > loss_feat: 6.393882751464844 (6.157667255401611) | > loss_mel: 19.382043838500977 (19.52887353897095) | > loss_duration: 2.2028322219848633 (2.262739062309265) | > loss_1: 32.22083282470703 (32.673058319091794)  --> STEP: 11 | > loss_disc: 2.200429916381836 (2.313051613894376) | > loss_disc_real_0: 0.14646343886852264 (0.17810777642510153) | > loss_disc_real_1: 0.18420743942260742 (0.18754719739610498) | > loss_disc_real_2: 0.2458268105983734 (0.24871724843978882) | > loss_disc_real_3: 0.3023502230644226 (0.24821462820876727) | > loss_disc_real_4: 0.18599927425384521 (0.2205869975415143) | > loss_disc_real_5: 0.23169097304344177 (0.23847878114743667) | > loss_0: 2.200429916381836 (2.313051613894376) | > loss_gen: 2.898463726043701 (2.703289205377752) | > loss_kl: 2.0373058319091797 (2.03976128318093) | > loss_feat: 7.341891288757324 (6.265323985706676) | > loss_mel: 19.08059310913086 (19.488120772621848) | > loss_duration: 2.3490524291992188 (2.2705857320265337) | > loss_1: 33.707305908203125 (32.76708082719283)  --> STEP: 12 | > loss_disc: 2.184105396270752 (2.3023060957590737) | > loss_disc_real_0: 0.17075984179973602 (0.1774954485396544) | > loss_disc_real_1: 0.1313410848379135 (0.18286335468292236) | > loss_disc_real_2: 0.2321622520685196 (0.24733766540884972) | > loss_disc_real_3: 0.2385311722755432 (0.24740767354766527) | > loss_disc_real_4: 0.17783711850643158 (0.21702450762192407) | > loss_disc_real_5: 0.2353040724992752 (0.23821422209342322) | > loss_0: 2.184105396270752 (2.3023060957590737) | > loss_gen: 2.738888740539551 (2.706255833307902) | > loss_kl: 1.6844432353973389 (2.0101514458656307) | > loss_feat: 5.842817783355713 (6.230115135510762) | > loss_mel: 21.49610710144043 (19.655452966690063) | > loss_duration: 2.2080678939819336 (2.2653759121894836) | > loss_1: 33.9703254699707 (32.86735121409098)  --> STEP: 13 | > loss_disc: 1.9158897399902344 (2.2725817606999326) | > loss_disc_real_0: 0.06351713836193085 (0.16872788621829107) | > loss_disc_real_1: 0.13757455348968506 (0.17937960074498102) | > loss_disc_real_2: 0.2220614105463028 (0.24539333811173072) | > loss_disc_real_3: 0.16493669152259827 (0.24106375185342935) | > loss_disc_real_4: 0.19060571491718292 (0.21499229279848245) | > loss_disc_real_5: 0.16943924129009247 (0.23292383895470545) | > loss_0: 1.9158897399902344 (2.2725817606999326) | > loss_gen: 2.8068673610687256 (2.713995181597196) | > loss_kl: 1.9933398962020874 (2.0088582497376657) | > loss_feat: 8.520771980285645 (6.406319508185754) | > loss_mel: 19.440879821777344 (19.638947340158317) | > loss_duration: 2.0836198329925537 (2.2513946753281813) | > loss_1: 34.84547424316406 (33.019514524019684)  --> STEP: 14 | > loss_disc: 2.3282179832458496 (2.27655577659607) | > loss_disc_real_0: 0.14313679933547974 (0.1668999514409474) | > loss_disc_real_1: 0.1302490234375 (0.17587027379444667) | > loss_disc_real_2: 0.3198242783546448 (0.2507098338433674) | > loss_disc_real_3: 0.3105458617210388 (0.24602675970111573) | > loss_disc_real_4: 0.2750384211540222 (0.2192813019667353) | > loss_disc_real_5: 0.32039177417755127 (0.23917154861348017) | > loss_0: 2.3282179832458496 (2.27655577659607) | > loss_gen: 2.900756359100342 (2.7273352657045637) | > loss_kl: 2.7492659091949463 (2.0617445111274715) | > loss_feat: 7.021267414093018 (6.4502443586077005) | > loss_mel: 21.229572296142578 (19.752563408442906) | > loss_duration: 2.305908203125 (2.2552884987422397) | > loss_1: 36.20677185058594 (33.24717576163156)  --> STEP: 15 | > loss_disc: 2.3611409664154053 (2.2821947892506924) | > loss_disc_real_0: 0.21600331366062164 (0.17017350892225902) | > loss_disc_real_1: 0.2008240669965744 (0.17753386000792185) | > loss_disc_real_2: 0.20371857285499573 (0.24757708311080934) | > loss_disc_real_3: 0.18043632805347443 (0.24165406425793964) | > loss_disc_real_4: 0.18769069015979767 (0.21717526117960612) | > loss_disc_real_5: 0.3345315158367157 (0.24552887976169585) | > loss_0: 2.3611409664154053 (2.2821947892506924) | > loss_gen: 2.662200450897217 (2.722992944717407) | > loss_kl: 1.8048269748687744 (2.0446166753768917) | > loss_feat: 7.886968612670898 (6.5460259755452475) | > loss_mel: 19.401641845703125 (19.729168637593588) | > loss_duration: 2.240345001220703 (2.2542922655741373) | > loss_1: 33.9959831237793 (33.29709625244141)  --> STEP: 16 | > loss_disc: 1.7285679578781128 (2.247593112289906) | > loss_disc_real_0: 0.07586318254470825 (0.1642791135236621) | > loss_disc_real_1: 0.20175349712371826 (0.17904758732765913) | > loss_disc_real_2: 0.24890471994876862 (0.24766006041318178) | > loss_disc_real_3: 0.13641829788684845 (0.23507682885974646) | > loss_disc_real_4: 0.14127570390701294 (0.21243153885006905) | > loss_disc_real_5: 0.1550016552209854 (0.23987092822790146) | > loss_0: 1.7285679578781128 (2.247593112289906) | > loss_gen: 3.320263385772705 (2.7603223472833633) | > loss_kl: 2.014260768890381 (2.0427194312214847) | > loss_feat: 7.9711222648620605 (6.635094493627548) | > loss_mel: 20.39244270324707 (19.77062326669693) | > loss_duration: 2.306164264678955 (2.2575342655181885) | > loss_1: 36.00425338745117 (33.466293573379524)  --> STEP: 17 | > loss_disc: 2.1665163040161133 (2.2428238882738007) | > loss_disc_real_0: 0.1680675446987152 (0.16450196241631226) | > loss_disc_real_1: 0.1409778594970703 (0.1768081915729186) | > loss_disc_real_2: 0.2345934361219406 (0.24689143545487346) | > loss_disc_real_3: 0.23983833193778992 (0.23535691727610195) | > loss_disc_real_4: 0.22776660323143005 (0.21333360146073735) | > loss_disc_real_5: 0.24657487869262695 (0.24026527825523825) | > loss_0: 2.1665163040161133 (2.2428238882738007) | > loss_gen: 2.797680139541626 (2.762519864475026) | > loss_kl: 1.676308512687683 (2.02116584777832) | > loss_feat: 6.024940013885498 (6.5992030536427215) | > loss_mel: 21.638328552246094 (19.88048828349394) | > loss_duration: 2.3298511505126953 (2.26178819992963) | > loss_1: 34.46710968017578 (33.52516510907342)  --> STEP: 18 | > loss_disc: 1.9825130701065063 (2.2283621761533956) | > loss_disc_real_0: 0.09364306926727295 (0.16056535724136564) | > loss_disc_real_1: 0.15685857832431793 (0.17569987972577414) | > loss_disc_real_2: 0.2494191974401474 (0.24703186667627758) | > loss_disc_real_3: 0.20503602921962738 (0.2336724234951867) | > loss_disc_real_4: 0.20323602855205536 (0.21277262518803278) | > loss_disc_real_5: 0.2201937884092331 (0.23915019548601574) | > loss_0: 1.9825130701065063 (2.2283621761533956) | > loss_gen: 2.935173749923706 (2.7721117469999523) | > loss_kl: 1.6595252752304077 (2.0010747048589916) | > loss_feat: 9.676580429077148 (6.770168463389079) | > loss_mel: 21.363018035888672 (19.96285104751587) | > loss_duration: 2.226092576980591 (2.2598051097657947) | > loss_1: 37.860389709472656 (33.76601092020671)  --> STEP: 19 | > loss_disc: 2.2378792762756348 (2.228863076159829) | > loss_disc_real_0: 0.2737330198287964 (0.16652155000912516) | > loss_disc_real_1: 0.16565285623073578 (0.17517108901550896) | > loss_disc_real_2: 0.3210205137729645 (0.25092600599715587) | > loss_disc_real_3: 0.19028089940547943 (0.23138865906941264) | > loss_disc_real_4: 0.1809157133102417 (0.21109594561551748) | > loss_disc_real_5: 0.20723366737365723 (0.23747037821694425) | > loss_0: 2.2378792762756348 (2.228863076159829) | > loss_gen: 2.9590141773223877 (2.7819487170169226) | > loss_kl: 1.2503772974014282 (1.9615643149928044) | > loss_feat: 7.126526832580566 (6.788924167030736) | > loss_mel: 19.043148040771484 (19.91444562610827) | > loss_duration: 2.322021007537842 (2.2630796307011654) | > loss_1: 32.701087951660156 (33.709962342914785)  --> STEP: 20 | > loss_disc: 2.5320448875427246 (2.244022166728974) | > loss_disc_real_0: 0.1885969042778015 (0.16762531772255898) | > loss_disc_real_1: 0.1721847653388977 (0.17502177283167838) | > loss_disc_real_2: 0.36410102248191833 (0.256584756821394) | > loss_disc_real_3: 0.3078312873840332 (0.23521079048514365) | > loss_disc_real_4: 0.29665619134902954 (0.21537395790219308) | > loss_disc_real_5: 0.3491024374961853 (0.2430519811809063) | > loss_0: 2.5320448875427246 (2.244022166728974) | > loss_gen: 3.2443344593048096 (2.805068004131317) | > loss_kl: 1.4395979642868042 (1.9354659974575044) | > loss_feat: 5.633549690246582 (6.731155443191528) | > loss_mel: 17.868967056274414 (19.81217169761658) | > loss_duration: 2.3030292987823486 (2.2650771141052246) | > loss_1: 30.48948097229004 (33.54893827438355)  --> STEP: 21 | > loss_disc: 2.2174954414367676 (2.2427589893341073) | > loss_disc_real_0: 0.16907459497451782 (0.16769433092503322) | > loss_disc_real_1: 0.15435577929019928 (0.17403767790113175) | > loss_disc_real_2: 0.20062986016273499 (0.2539202379328864) | > loss_disc_real_3: 0.19310262799263 (0.23320563989026205) | > loss_disc_real_4: 0.2253790646791458 (0.21585039155823843) | > loss_disc_real_5: 0.2050551474094391 (0.24124260814416976) | > loss_0: 2.2174954414367676 (2.2427589893341073) | > loss_gen: 2.880667209625244 (2.8086679662976946) | > loss_kl: 2.193753957748413 (1.9477654241380238) | > loss_feat: 7.455877780914307 (6.765666030702137) | > loss_mel: 20.572092056274414 (19.848358381362193) | > loss_duration: 2.194681167602539 (2.2617249261765253) | > loss_1: 35.29707336425781 (33.6321828024728)  --> STEP: 22 | > loss_disc: 2.133115768432617 (2.237775206565858) | > loss_disc_real_0: 0.21132807433605194 (0.16967768289826135) | > loss_disc_real_1: 0.11435925215482712 (0.1713250221853906) | > loss_disc_real_2: 0.21103829145431519 (0.25197105854749674) | > loss_disc_real_3: 0.18401148915290833 (0.23096954212947327) | > loss_disc_real_4: 0.15850377082824707 (0.21324372697960248) | > loss_disc_real_5: 0.24082928895950317 (0.2412238209085031) | > loss_0: 2.133115768432617 (2.237775206565858) | > loss_gen: 3.2391202449798584 (2.828233978965066) | > loss_kl: 1.5796927213668823 (1.9310348467393355) | > loss_feat: 9.518885612487793 (6.890812375328758) | > loss_mel: 22.18913459777832 (19.9547573002902) | > loss_duration: 2.144115447998047 (2.2563790408047764) | > loss_1: 38.67094802856445 (33.861217585476965)  --> STEP: 23 | > loss_disc: 2.405775547027588 (2.245079569194629) | > loss_disc_real_0: 0.27335312962532043 (0.17418531101682913) | > loss_disc_real_1: 0.16268329322338104 (0.17094929483921628) | > loss_disc_real_2: 0.2813451588153839 (0.2532481933417527) | > loss_disc_real_3: 0.21492455899715424 (0.23027193416719852) | > loss_disc_real_4: 0.1778358519077301 (0.21170425415039062) | > loss_disc_real_5: 0.18758730590343475 (0.2388917985169784) | > loss_0: 2.405775547027588 (2.245079569194629) | > loss_gen: 2.6128792762756348 (2.818870731022047) | > loss_kl: 1.9598857164382935 (1.9322892323784207) | > loss_feat: 7.921768665313721 (6.935636561849843) | > loss_mel: 18.96051025390625 (19.911529167838722) | > loss_duration: 2.2554750442504883 (2.2563397366067637) | > loss_1: 33.71051788330078 (33.85466542451278)  --> STEP: 24 | > loss_disc: 1.92283296585083 (2.231652627388637) | > loss_disc_real_0: 0.10985871404409409 (0.17150503614296517) | > loss_disc_real_1: 0.11211118847131729 (0.16849770707388714) | > loss_disc_real_2: 0.20457838475704193 (0.25122028465072305) | > loss_disc_real_3: 0.15689127147197723 (0.22721440655489764) | > loss_disc_real_4: 0.18077705800533295 (0.21041562097767988) | > loss_disc_real_5: 0.215009406208992 (0.23789669883747896) | > loss_0: 1.92283296585083 (2.231652627388637) | > loss_gen: 3.0351014137268066 (2.827880342801412) | > loss_kl: 1.7127693891525269 (1.9231425722440083) | > loss_feat: 9.473123550415039 (7.041365186373393) | > loss_mel: 19.8864803314209 (19.910485466321315) | > loss_duration: 2.4200615882873535 (2.2631614804267883) | > loss_1: 36.52753829956055 (33.96603512763977)  --> STEP: 25 | > loss_disc: 2.6947429180145264 (2.2501762390136726) | > loss_disc_real_0: 0.3698020577430725 (0.17943691700696945) | > loss_disc_real_1: 0.21023128926753998 (0.17016705036163327) | > loss_disc_real_2: 0.2152806520462036 (0.2497826993465423) | > loss_disc_real_3: 0.22089509665966034 (0.22696163415908813) | > loss_disc_real_4: 0.18274743854999542 (0.2093088936805725) | > loss_disc_real_5: 0.1380370855331421 (0.23390231430530548) | > loss_0: 2.6947429180145264 (2.2501762390136726) | > loss_gen: 1.9771147966384888 (2.793849720954895) | > loss_kl: 1.608443021774292 (1.9105545902252197) | > loss_feat: 6.184260845184326 (7.0070810127258305) | > loss_mel: 15.650264739990234 (19.74007663726807) | > loss_duration: 2.327204465866089 (2.2657231998443605) | > loss_1: 27.74728775024414 (33.717285232543944)  --> STEP: 26 | > loss_disc: 2.4909257888793945 (2.259435837085431) | > loss_disc_real_0: 0.2548759877681732 (0.18233841972855422) | > loss_disc_real_1: 0.16664229333400726 (0.17003148278364766) | > loss_disc_real_2: 0.18698860704898834 (0.24736754195048252) | > loss_disc_real_3: 0.26878565549850464 (0.2285702503644503) | > loss_disc_real_4: 0.20964013040065765 (0.20932163355442193) | > loss_disc_real_5: 0.27148640155792236 (0.23534785612271383) | > loss_0: 2.4909257888793945 (2.259435837085431) | > loss_gen: 2.2449944019317627 (2.772739900992467) | > loss_kl: 1.9472358226776123 (1.911965406858004) | > loss_feat: 5.955324649810791 (6.966628844921406) | > loss_mel: 17.80616569519043 (19.665695447188163) | > loss_duration: 2.2697629928588867 (2.2658785764987655) | > loss_1: 30.22348403930664 (33.58290826357328) --> EVAL PERFORMANCE | > avg_loader_time: 0.002286489193256085 (-0.00010250164912297159) | > avg_loss_disc: 2.259435837085431 (-0.07446946547581534) | > avg_loss_disc_real_0: 0.18233841972855422 (+0.06938156127356566) | > avg_loss_disc_real_1: 0.17003148278364766 (-0.02558451776321119) | > avg_loss_disc_real_2: 0.24736754195048252 (-0.001525267385519613) | > avg_loss_disc_real_3: 0.2285702503644503 (-0.06535817166933647) | > avg_loss_disc_real_4: 0.20932163355442193 (-0.01156038389756131) | > avg_loss_disc_real_5: 0.23534785612271383 (-0.04769908006374654) | > avg_loss_0: 2.259435837085431 (-0.07446946547581534) | > avg_loss_gen: 2.772739900992467 (+0.03759811016229486) | > avg_loss_kl: 1.911965406858004 (+0.01667801691935611) | > avg_loss_feat: 6.966628844921406 (+0.03902648045466517) | > avg_loss_mel: 19.665695447188163 (-0.07346692452063408) | > avg_loss_duration: 2.2658785764987655 (-0.0019333821076612523) | > avg_loss_1: 33.58290826357328 (+0.017901934110199136) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_114071.pth  > EPOCH: 79/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:24:48)   --> TIME: 2024-06-10 18:24:50 -- STEP: 4/330 -- GLOBAL_STEP: 114075 | > loss_disc: 2.234907388687134 (2.259776473045349) | > loss_disc_real_0: 0.1512729823589325 (0.11836251616477966) | > loss_disc_real_1: 0.17583903670310974 (0.17939412966370583) | > loss_disc_real_2: 0.21375088393688202 (0.20049746334552765) | > loss_disc_real_3: 0.2052059918642044 (0.2227047234773636) | > loss_disc_real_4: 0.2128787487745285 (0.22128409519791603) | > loss_disc_real_5: 0.20816566050052643 (0.23331144452095032) | > loss_0: 2.234907388687134 (2.259776473045349) | > grad_norm_0: tensor(16.5121, device='cuda:0') (tensor(14.5647, device='cuda:0')) | > loss_gen: 2.5914554595947266 (2.543515145778656) | > loss_kl: 1.5823642015457153 (1.6142293512821198) | > loss_feat: 6.870013236999512 (6.630108714103699) | > loss_mel: 20.579280853271484 (20.5538272857666) | > loss_duration: 2.41135835647583 (2.3700955510139465) | > loss_1: 34.03447341918945 (33.71177673339844) | > grad_norm_1: tensor(91.8911, device='cuda:0') (tensor(96.6319, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3282 (0.3359867334365845) | > loader_time: 0.003 (0.0030887722969055176)  --> TIME: 2024-06-10 18:24:59 -- STEP: 29/330 -- GLOBAL_STEP: 114100 | > loss_disc: 2.342526435852051 (2.2688094418624356) | > loss_disc_real_0: 0.11119172722101212 (0.12051768934932248) | > loss_disc_real_1: 0.18261700868606567 (0.19890595047638335) | > loss_disc_real_2: 0.20838476717472076 (0.21883368903192982) | > loss_disc_real_3: 0.18974162638187408 (0.2182843402541917) | > loss_disc_real_4: 0.18365821242332458 (0.2131135294149662) | > loss_disc_real_5: 0.18881072103977203 (0.21490040678402472) | > loss_0: 2.342526435852051 (2.2688094418624356) | > grad_norm_0: tensor(6.6928, device='cuda:0') (tensor(11.0387, device='cuda:0')) | > loss_gen: 2.5236124992370605 (2.60328458095419) | > loss_kl: 1.5152218341827393 (1.5935814462859055) | > loss_feat: 6.948319911956787 (6.996848862746666) | > loss_mel: 20.27449607849121 (20.20041090866615) | > loss_duration: 2.0955708026885986 (2.170004236287085) | > loss_1: 33.35721969604492 (33.56413005960399) | > grad_norm_1: tensor(72.3964, device='cuda:0') (tensor(103.6981, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3456 (0.3462194738716915) | > loader_time: 0.0036 (0.003094697820729223)  --> TIME: 2024-06-10 18:25:08 -- STEP: 54/330 -- GLOBAL_STEP: 114125 | > loss_disc: 2.2808895111083984 (2.26821431848738) | > loss_disc_real_0: 0.09962724149227142 (0.11896419414767513) | > loss_disc_real_1: 0.21294115483760834 (0.20150223098419331) | > loss_disc_real_2: 0.20428718626499176 (0.21881351150848247) | > loss_disc_real_3: 0.2273028939962387 (0.22040949706678037) | > loss_disc_real_4: 0.21131712198257446 (0.2109515650404824) | > loss_disc_real_5: 0.26042690873146057 (0.2118116686189616) | > loss_0: 2.2808895111083984 (2.26821431848738) | > grad_norm_0: tensor(5.8345, device='cuda:0') (tensor(11.2488, device='cuda:0')) | > loss_gen: 2.6867101192474365 (2.5889773457138636) | > loss_kl: 1.6946550607681274 (1.605989725501449) | > loss_feat: 7.4969587326049805 (7.072975856286508) | > loss_mel: 21.223424911499023 (20.175672495806655) | > loss_duration: 2.0861384868621826 (2.1300556748001673) | > loss_1: 35.187889099121094 (33.573671164336055) | > grad_norm_1: tensor(85.9639, device='cuda:0') (tensor(110.8601, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3587 (0.34654018172511347) | > loader_time: 0.0036 (0.0032146109475029837)  --> TIME: 2024-06-10 18:25:17 -- STEP: 79/330 -- GLOBAL_STEP: 114150 | > loss_disc: 2.3029468059539795 (2.2605240767515165) | > loss_disc_real_0: 0.1330583095550537 (0.11701523135357265) | > loss_disc_real_1: 0.2039119154214859 (0.19995923510080651) | > loss_disc_real_2: 0.2256755232810974 (0.21702607975730412) | > loss_disc_real_3: 0.21712827682495117 (0.22041804654688774) | > loss_disc_real_4: 0.20441989600658417 (0.21034197867671145) | > loss_disc_real_5: 0.20980674028396606 (0.21105790873871574) | > loss_0: 2.3029468059539795 (2.2605240767515165) | > grad_norm_0: tensor(24.5008, device='cuda:0') (tensor(11.3135, device='cuda:0')) | > loss_gen: 2.7369730472564697 (2.5976831671557856) | > loss_kl: 1.5265001058578491 (1.6129994920537443) | > loss_feat: 7.232563495635986 (7.1573786494098135) | > loss_mel: 19.70201301574707 (20.18557831003695) | > loss_duration: 2.0533034801483154 (2.112449458882779) | > loss_1: 33.2513542175293 (33.66608919071247) | > grad_norm_1: tensor(294.6423, device='cuda:0') (tensor(130.4833, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3681 (0.3494100238703474) | > loader_time: 0.0036 (0.00336648542669755)  --> TIME: 2024-06-10 18:25:26 -- STEP: 104/330 -- GLOBAL_STEP: 114175 | > loss_disc: 2.2931559085845947 (2.256735911736121) | > loss_disc_real_0: 0.10680145025253296 (0.11495992154456101) | > loss_disc_real_1: 0.1918858289718628 (0.20043036628227967) | > loss_disc_real_2: 0.2638317942619324 (0.21697737004321355) | > loss_disc_real_3: 0.23920036852359772 (0.22041707614866587) | > loss_disc_real_4: 0.21817152202129364 (0.20938582030626443) | > loss_disc_real_5: 0.19476144015789032 (0.20981499968239894) | > loss_0: 2.2931559085845947 (2.256735911736121) | > grad_norm_0: tensor(6.8136, device='cuda:0') (tensor(12.9796, device='cuda:0')) | > loss_gen: 2.7015278339385986 (2.6039023009630355) | > loss_kl: 1.6792300939559937 (1.590076819062233) | > loss_feat: 7.695176601409912 (7.194901814827552) | > loss_mel: 20.256704330444336 (20.20701478077814) | > loss_duration: 2.110966205596924 (2.1065725409067597) | > loss_1: 34.443603515625 (33.7024683402135) | > grad_norm_1: tensor(261.9312, device='cuda:0') (tensor(160.2854, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3523 (0.35129149602009707) | > loader_time: 0.0041 (0.0034691530924576977)  --> TIME: 2024-06-10 18:25:35 -- STEP: 129/330 -- GLOBAL_STEP: 114200 | > loss_disc: 2.079467535018921 (2.255924559378809) | > loss_disc_real_0: 0.0833205133676529 (0.11308748913250229) | > loss_disc_real_1: 0.19707231223583221 (0.20189762323401694) | > loss_disc_real_2: 0.2014419287443161 (0.21572347054647845) | > loss_disc_real_3: 0.212575763463974 (0.22108641278374103) | > loss_disc_real_4: 0.2179066687822342 (0.21065429465253224) | > loss_disc_real_5: 0.2034374326467514 (0.21072075868299764) | > loss_0: 2.079467535018921 (2.255924559378809) | > grad_norm_0: tensor(7.4408, device='cuda:0') (tensor(14.2339, device='cuda:0')) | > loss_gen: 2.9808053970336914 (2.617175011671791) | > loss_kl: 1.4877454042434692 (1.581130627513856) | > loss_feat: 7.825633525848389 (7.24973820531091) | > loss_mel: 20.540225982666016 (20.25912710677745) | > loss_duration: 2.0688741207122803 (2.103628232497578) | > loss_1: 34.90328598022461 (33.81079929558807) | > grad_norm_1: tensor(227.1350, device='cuda:0') (tensor(181.3661, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3675 (0.35367621377457026) | > loader_time: 0.0046 (0.0035713827887246777)  --> TIME: 2024-06-10 18:25:45 -- STEP: 154/330 -- GLOBAL_STEP: 114225 | > loss_disc: 2.2632088661193848 (2.251679530391445) | > loss_disc_real_0: 0.10863582789897919 (0.11165111514364744) | > loss_disc_real_1: 0.22001035511493683 (0.20232769895296593) | > loss_disc_real_2: 0.24357035756111145 (0.21669494138135542) | > loss_disc_real_3: 0.25266024470329285 (0.22032214962429814) | > loss_disc_real_4: 0.24420908093452454 (0.21072640260318656) | > loss_disc_real_5: 0.2166862040758133 (0.21036390195806304) | > loss_0: 2.2632088661193848 (2.251679530391445) | > grad_norm_0: tensor(32.7716, device='cuda:0') (tensor(15.1447, device='cuda:0')) | > loss_gen: 2.8977551460266113 (2.643734614570421) | > loss_kl: 1.4923369884490967 (1.5695392682954863) | > loss_feat: 7.717695236206055 (7.3149485402293015) | > loss_mel: 20.175926208496094 (20.304938081022975) | > loss_duration: 2.094848155975342 (2.1038350609989918) | > loss_1: 34.378562927246094 (33.93699584069191) | > grad_norm_1: tensor(118.2600, device='cuda:0') (tensor(189.0010, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3672 (0.35768532443356216) | > loader_time: 0.0039 (0.003667486178410518)  --> TIME: 2024-06-10 18:25:54 -- STEP: 179/330 -- GLOBAL_STEP: 114250 | > loss_disc: 2.2545011043548584 (2.246652619132782) | > loss_disc_real_0: 0.24489283561706543 (0.10990185683915735) | > loss_disc_real_1: 0.13775135576725006 (0.2013814112993592) | > loss_disc_real_2: 0.23473449051380157 (0.21610154627754705) | > loss_disc_real_3: 0.2318929135799408 (0.22059682519409243) | > loss_disc_real_4: 0.18400362133979797 (0.2103055068733972) | > loss_disc_real_5: 0.19778701663017273 (0.21126844047168114) | > loss_0: 2.2545011043548584 (2.246652619132782) | > grad_norm_0: tensor(93.5736, device='cuda:0') (tensor(17.1741, device='cuda:0')) | > loss_gen: 2.7167773246765137 (2.6601788478190684) | > loss_kl: 1.6337922811508179 (1.5662301525723334) | > loss_feat: 7.627348899841309 (7.366156362288491) | > loss_mel: 19.835416793823242 (20.27187147087224) | > loss_duration: 2.156020164489746 (2.1077080225811335) | > loss_1: 33.969356536865234 (33.97214499532177) | > grad_norm_1: tensor(351.8567, device='cuda:0') (tensor(202.7502, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3782 (0.3601062004792624) | > loader_time: 0.0046 (0.0037602752280634874)  --> TIME: 2024-06-10 18:26:04 -- STEP: 204/330 -- GLOBAL_STEP: 114275 | > loss_disc: 2.278160572052002 (2.2450435652452367) | > loss_disc_real_0: 0.11592686176300049 (0.11174552513322994) | > loss_disc_real_1: 0.19968271255493164 (0.2017014767317211) | > loss_disc_real_2: 0.21283338963985443 (0.21519745849803384) | > loss_disc_real_3: 0.20424550771713257 (0.21996006428026685) | > loss_disc_real_4: 0.19975216686725616 (0.20923277443530514) | > loss_disc_real_5: 0.24892230331897736 (0.21072972412495053) | > loss_0: 2.278160572052002 (2.2450435652452367) | > grad_norm_0: tensor(41.3913, device='cuda:0') (tensor(20.0504, device='cuda:0')) | > loss_gen: 2.560837507247925 (2.660986053008661) | > loss_kl: 1.5582343339920044 (1.5652696624690412) | > loss_feat: 7.981002330780029 (7.39061463580412) | > loss_mel: 19.704708099365234 (20.23869750078987) | > loss_duration: 2.095698595046997 (2.112775426284939) | > loss_1: 33.900482177734375 (33.96834337945077) | > grad_norm_1: tensor(500.1071, device='cuda:0') (tensor(223.3717, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.3852 (0.3633796151946573) | > loader_time: 0.0047 (0.0038620630900065103)  --> TIME: 2024-06-10 18:26:14 -- STEP: 229/330 -- GLOBAL_STEP: 114300 | > loss_disc: 2.2724685668945312 (2.2457061542694237) | > loss_disc_real_0: 0.10321351140737534 (0.1120418240051863) | > loss_disc_real_1: 0.19789005815982819 (0.20135132493410568) | > loss_disc_real_2: 0.2903767228126526 (0.21519771231313983) | > loss_disc_real_3: 0.230709046125412 (0.21987376625621163) | > loss_disc_real_4: 0.2294563353061676 (0.20960922474163587) | > loss_disc_real_5: 0.23572424054145813 (0.21074724965220457) | > loss_0: 2.2724685668945312 (2.2457061542694237) | > grad_norm_0: tensor(25.1813, device='cuda:0') (tensor(20.3483, device='cuda:0')) | > loss_gen: 2.6692440509796143 (2.6556016680455117) | > loss_kl: 1.5581867694854736 (1.567468833715114) | > loss_feat: 7.018894195556641 (7.3938640173866235) | > loss_mel: 20.125568389892578 (20.235213900237103) | > loss_duration: 2.1897482872009277 (2.1193707426562574) | > loss_1: 33.561641693115234 (33.97151926198901) | > grad_norm_1: tensor(313.3934, device='cuda:0') (tensor(236.9416, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.411 (0.36673354686087395) | > loader_time: 0.0051 (0.003990216026139571)  --> TIME: 2024-06-10 18:26:25 -- STEP: 254/330 -- GLOBAL_STEP: 114325 | > loss_disc: 2.495595932006836 (2.2459957900009764) | > loss_disc_real_0: 0.10393001139163971 (0.11228954209762765) | > loss_disc_real_1: 0.19747699797153473 (0.2010744539067501) | > loss_disc_real_2: 0.2745480239391327 (0.2152153429553265) | > loss_disc_real_3: 0.21897132694721222 (0.21925230793596254) | > loss_disc_real_4: 0.20352084934711456 (0.20941309924200763) | > loss_disc_real_5: 0.24388404190540314 (0.2099477979024564) | > loss_0: 2.495595932006836 (2.2459957900009764) | > grad_norm_0: tensor(24.7691, device='cuda:0') (tensor(20.6618, device='cuda:0')) | > loss_gen: 2.546076774597168 (2.651873090135771) | > loss_kl: 1.5600497722625732 (1.5668984266716663) | > loss_feat: 7.294374465942383 (7.396584799909216) | > loss_mel: 20.229692459106445 (20.209037991020622) | > loss_duration: 2.1309456825256348 (2.12516766833508) | > loss_1: 33.76114273071289 (33.949562080263135) | > grad_norm_1: tensor(355.2793, device='cuda:0') (tensor(245.7401, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.4114 (0.37089516046478993) | > loader_time: 0.0057 (0.00413593626397801)  --> TIME: 2024-06-10 18:26:36 -- STEP: 279/330 -- GLOBAL_STEP: 114350 | > loss_disc: 2.2848598957061768 (2.247546980457922) | > loss_disc_real_0: 0.12008297443389893 (0.11282907005759979) | > loss_disc_real_1: 0.2113056480884552 (0.201119648352746) | > loss_disc_real_2: 0.19827817380428314 (0.21457609032217317) | > loss_disc_real_3: 0.23695603013038635 (0.22040633750431854) | > loss_disc_real_4: 0.18294627964496613 (0.21030744012965952) | > loss_disc_real_5: 0.21748818457126617 (0.21039354288449852) | > loss_0: 2.2848598957061768 (2.247546980457922) | > grad_norm_0: tensor(42.4969, device='cuda:0') (tensor(21.5739, device='cuda:0')) | > loss_gen: 2.5818915367126465 (2.6529437555634434) | > loss_kl: 1.5305978059768677 (1.5718554809529295) | > loss_feat: 7.824295997619629 (7.40922368640968) | > loss_mel: 20.279848098754883 (20.189465204874676) | > loss_duration: 2.2006311416625977 (2.1326407600047337) | > loss_1: 34.41726303100586 (33.95612895104193) | > grad_norm_1: tensor(581.5449, device='cuda:0') (tensor(259.3058, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.4305 (0.37578983802521954) | > loader_time: 0.0069 (0.004284815121722477)  --> TIME: 2024-06-10 18:26:47 -- STEP: 304/330 -- GLOBAL_STEP: 114375 | > loss_disc: 2.3345911502838135 (2.2555995818815746) | > loss_disc_real_0: 0.13752581179141998 (0.1151855145703609) | > loss_disc_real_1: 0.19884049892425537 (0.20254736168212006) | > loss_disc_real_2: 0.17799800634384155 (0.2155021877077065) | > loss_disc_real_3: 0.2020743191242218 (0.22018051358233942) | > loss_disc_real_4: 0.21022818982601166 (0.20992047859257776) | > loss_disc_real_5: 0.1654358208179474 (0.21004622380592328) | > loss_0: 2.3345911502838135 (2.2555995818815746) | > grad_norm_0: tensor(53.5987, device='cuda:0') (tensor(23.3351, device='cuda:0')) | > loss_gen: 2.383542776107788 (2.64759517892411) | > loss_kl: 1.6320229768753052 (1.5717915778881626) | > loss_feat: 8.248592376708984 (7.413617992087414) | > loss_mel: 19.283445358276367 (20.145647161885307) | > loss_duration: 2.2669429779052734 (2.1417571666993576) | > loss_1: 33.814544677734375 (33.92040910218892) | > grad_norm_1: tensor(257.7752, device='cuda:0') (tensor(270.4302, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.4686 (0.3825269027760154) | > loader_time: 0.0071 (0.004445256371247138)  --> TIME: 2024-06-10 18:27:15 -- STEP: 329/330 -- GLOBAL_STEP: 114400 | > loss_disc: 2.603092670440674 (2.263105639570754) | > loss_disc_real_0: 0.18283046782016754 (0.11562651949495892) | > loss_disc_real_1: 0.36927738785743713 (0.20397471602564515) | > loss_disc_real_2: 0.2355729341506958 (0.21626536009159494) | > loss_disc_real_3: 0.2641867995262146 (0.22081416535069515) | > loss_disc_real_4: 0.22848401963710785 (0.21109082601896537) | > loss_disc_real_5: 0.3585636019706726 (0.21082457071198527) | > loss_0: 2.603092670440674 (2.263105639570754) | > grad_norm_0: tensor(14.4135, device='cuda:0') (tensor(23.5404, device='cuda:0')) | > loss_gen: 2.158527374267578 (2.6501176900776695) | > loss_kl: 1.860217809677124 (1.582402924636214) | > loss_feat: 11.355236053466797 (7.522043451349786) | > loss_mel: 18.9510440826416 (20.128385740935254) | > loss_duration: 2.281007766723633 (2.154271209855932) | > loss_1: 36.60603332519531 (34.03722104475492) | > grad_norm_1: tensor(77.9413, device='cuda:0') (tensor(273.9434, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 13.4536 (0.43494666383621533) | > loader_time: 0.0331 (0.0048871098318360815)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3883540630340576 (2.3883540630340576) | > loss_disc_real_0: 0.12280401587486267 (0.12280401587486267) | > loss_disc_real_1: 0.29567453265190125 (0.29567453265190125) | > loss_disc_real_2: 0.2598079442977905 (0.2598079442977905) | > loss_disc_real_3: 0.2555941343307495 (0.2555941343307495) | > loss_disc_real_4: 0.23344244062900543 (0.23344244062900543) | > loss_disc_real_5: 0.23207414150238037 (0.23207414150238037) | > loss_0: 2.3883540630340576 (2.3883540630340576) | > loss_gen: 2.6684484481811523 (2.6684484481811523) | > loss_kl: 1.8759961128234863 (1.8759961128234863) | > loss_feat: 5.013184070587158 (5.013184070587158) | > loss_mel: 16.53740692138672 (16.53740692138672) | > loss_duration: 2.7921435832977295 (2.7921435832977295) | > loss_1: 28.887178421020508 (28.887178421020508)  --> STEP: 1 | > loss_disc: 2.1869077682495117 (2.1869077682495117) | > loss_disc_real_0: 0.09439493715763092 (0.09439493715763092) | > loss_disc_real_1: 0.26920339465141296 (0.26920339465141296) | > loss_disc_real_2: 0.19104968011379242 (0.19104968011379242) | > loss_disc_real_3: 0.2835294306278229 (0.2835294306278229) | > loss_disc_real_4: 0.25600767135620117 (0.25600767135620117) | > loss_disc_real_5: 0.28838691115379333 (0.28838691115379333) | > loss_0: 2.1869077682495117 (2.1869077682495117) | > loss_gen: 2.8794844150543213 (2.8794844150543213) | > loss_kl: 2.356412410736084 (2.356412410736084) | > loss_feat: 7.448763370513916 (7.448763370513916) | > loss_mel: 20.403976440429688 (20.403976440429688) | > loss_duration: 2.3647007942199707 (2.3647007942199707) | > loss_1: 35.453338623046875 (35.453338623046875)  --> STEP: 2 | > loss_disc: 2.275672197341919 (2.2312899827957153) | > loss_disc_real_0: 0.13812793791294098 (0.11626143753528595) | > loss_disc_real_1: 0.2793971002101898 (0.2743002474308014) | > loss_disc_real_2: 0.27045738697052 (0.23075353354215622) | > loss_disc_real_3: 0.3064776360988617 (0.2950035333633423) | > loss_disc_real_4: 0.3484717309474945 (0.30223970115184784) | > loss_disc_real_5: 0.2849055528640747 (0.286646232008934) | > loss_0: 2.275672197341919 (2.2312899827957153) | > loss_gen: 3.3012847900390625 (3.090384602546692) | > loss_kl: 1.7079951763153076 (2.032203793525696) | > loss_feat: 6.158487796783447 (6.803625583648682) | > loss_mel: 21.70943832397461 (21.05670738220215) | > loss_duration: 2.414264440536499 (2.389482617378235) | > loss_1: 35.29146957397461 (35.37240409851074)  --> STEP: 3 | > loss_disc: 2.2321314811706543 (2.2315704822540283) | > loss_disc_real_0: 0.12770289182662964 (0.12007525563240051) | > loss_disc_real_1: 0.33650919795036316 (0.29503656427065533) | > loss_disc_real_2: 0.19341567158699036 (0.21830757955710092) | > loss_disc_real_3: 0.20243237912654877 (0.26414648195107776) | > loss_disc_real_4: 0.3115132749080658 (0.3053308924039205) | > loss_disc_real_5: 0.22800986468791962 (0.26710077623526257) | > loss_0: 2.2321314811706543 (2.2315704822540283) | > loss_gen: 2.971975803375244 (3.050915002822876) | > loss_kl: 2.3926305770874023 (2.152346054712931) | > loss_feat: 7.275744915008545 (6.96099869410197) | > loss_mel: 20.362913131713867 (20.825442632039387) | > loss_duration: 2.1895642280578613 (2.322843154271444) | > loss_1: 35.19282913208008 (35.31254577636719)  --> STEP: 4 | > loss_disc: 2.1191227436065674 (2.203458547592163) | > loss_disc_real_0: 0.07768005132675171 (0.10947645455598831) | > loss_disc_real_1: 0.26670849323272705 (0.28795454651117325) | > loss_disc_real_2: 0.22162483632564545 (0.21913689374923706) | > loss_disc_real_3: 0.2732398808002472 (0.26641983166337013) | > loss_disc_real_4: 0.12091398984193802 (0.2592266667634249) | > loss_disc_real_5: 0.20700249075889587 (0.2520762048661709) | > loss_0: 2.1191227436065674 (2.203458547592163) | > loss_gen: 2.7709741592407227 (2.9809297919273376) | > loss_kl: 1.5318599939346313 (1.9972245395183563) | > loss_feat: 7.787371635437012 (7.16759192943573) | > loss_mel: 20.050426483154297 (20.631688594818115) | > loss_duration: 2.2852895259857178 (2.313454747200012) | > loss_1: 34.42592239379883 (35.0908899307251)  --> STEP: 5 | > loss_disc: 2.4415578842163086 (2.251078414916992) | > loss_disc_real_0: 0.10545830428600311 (0.10867282450199127) | > loss_disc_real_1: 0.32669925689697266 (0.2957034885883331) | > loss_disc_real_2: 0.25582247972488403 (0.22647401094436645) | > loss_disc_real_3: 0.28743717074394226 (0.27062329947948455) | > loss_disc_real_4: 0.2862372100353241 (0.2646287754178047) | > loss_disc_real_5: 0.2554638385772705 (0.2527537316083908) | > loss_0: 2.4415578842163086 (2.251078414916992) | > loss_gen: 2.5812885761260986 (2.90100154876709) | > loss_kl: 1.4344892501831055 (1.884677481651306) | > loss_feat: 4.922059535980225 (6.7184854507446286) | > loss_mel: 18.814468383789062 (20.268244552612305) | > loss_duration: 2.3363261222839355 (2.318029022216797) | > loss_1: 30.088632583618164 (34.09043846130371)  --> STEP: 6 | > loss_disc: 2.515533208847046 (2.2951542139053345) | > loss_disc_real_0: 0.07097247242927551 (0.10238943248987198) | > loss_disc_real_1: 0.31914132833480835 (0.29960979521274567) | > loss_disc_real_2: 0.3113577961921692 (0.2406213084856669) | > loss_disc_real_3: 0.3255913555622101 (0.2797846421599388) | > loss_disc_real_4: 0.31121888756752014 (0.27239379410942394) | > loss_disc_real_5: 0.2848396897315979 (0.258101391295592) | > loss_0: 2.515533208847046 (2.2951542139053345) | > loss_gen: 2.8525948524475098 (2.8929337660471597) | > loss_kl: 1.119565725326538 (1.7571588555971782) | > loss_feat: 5.714880466461182 (6.551217953364055) | > loss_mel: 21.890525817871094 (20.53862476348877) | > loss_duration: 2.1363534927368164 (2.287749767303467) | > loss_1: 33.71392059326172 (34.027685483296715)  --> STEP: 7 | > loss_disc: 2.2007296085357666 (2.2816649845668246) | > loss_disc_real_0: 0.06272026896476746 (0.09672240912914276) | > loss_disc_real_1: 0.37998396158218384 (0.31109181897980825) | > loss_disc_real_2: 0.2497566193342209 (0.2419263528926032) | > loss_disc_real_3: 0.2304527908563614 (0.2727372348308563) | > loss_disc_real_4: 0.2455591857433319 (0.26856027862855364) | > loss_disc_real_5: 0.20336544513702393 (0.25028197041579653) | > loss_0: 2.2007296085357666 (2.2816649845668246) | > loss_gen: 2.838836669921875 (2.8852056094578336) | > loss_kl: 1.9760215282440186 (1.7884249516895838) | > loss_feat: 7.0199785232543945 (6.618183749062674) | > loss_mel: 20.816316604614258 (20.578295026506698) | > loss_duration: 2.3964619636535645 (2.3032800810677663) | > loss_1: 35.04761505126953 (34.17338970729283)  --> STEP: 8 | > loss_disc: 1.9013090133666992 (2.234120488166809) | > loss_disc_real_0: 0.07511057704687119 (0.09402093011885881) | > loss_disc_real_1: 0.2593333423137665 (0.30462200939655304) | > loss_disc_real_2: 0.18025527894496918 (0.23421746864914894) | > loss_disc_real_3: 0.18175967037677765 (0.2613650392740965) | > loss_disc_real_4: 0.17695149779319763 (0.25710918102413416) | > loss_disc_real_5: 0.1679733842611313 (0.23999339714646337) | > loss_0: 1.9013090133666992 (2.234120488166809) | > loss_gen: 2.948094606399536 (2.8930667340755463) | > loss_kl: 2.3109095096588135 (1.8537355214357376) | > loss_feat: 9.505775451660156 (6.97913271188736) | > loss_mel: 21.438156127929688 (20.68577766418457) | > loss_duration: 2.1486287117004395 (2.2839486598968506) | > loss_1: 38.3515625 (34.695661306381226)  --> STEP: 9 | > loss_disc: 2.4745681285858154 (2.2608368926578097) | > loss_disc_real_0: 0.10904617607593536 (0.09569040189186732) | > loss_disc_real_1: 0.38931095600128174 (0.314031892352634) | > loss_disc_real_2: 0.2304975688457489 (0.23380414644877115) | > loss_disc_real_3: 0.2707936763763428 (0.2624126656187905) | > loss_disc_real_4: 0.231326624751091 (0.2542444525493516) | > loss_disc_real_5: 0.265898734331131 (0.2428717679447598) | > loss_0: 2.4745681285858154 (2.2608368926578097) | > loss_gen: 2.990431547164917 (2.9038850466410318) | > loss_kl: 1.8462975025177002 (1.852909074889289) | > loss_feat: 9.53443431854248 (7.263055112626818) | > loss_mel: 22.40789222717285 (20.877123726738823) | > loss_duration: 2.083749771118164 (2.261704338921441) | > loss_1: 38.86280822753906 (35.158677630954315)  --> STEP: 10 | > loss_disc: 2.47061824798584 (2.281815028190613) | > loss_disc_real_0: 0.08414095640182495 (0.09453545734286309) | > loss_disc_real_1: 0.3682980239391327 (0.31945850551128385) | > loss_disc_real_2: 0.24000684916973114 (0.23442441672086717) | > loss_disc_real_3: 0.24259313941001892 (0.26043071299791337) | > loss_disc_real_4: 0.3031642735004425 (0.2591364346444607) | > loss_disc_real_5: 0.2703377306461334 (0.24561836421489716) | > loss_0: 2.47061824798584 (2.281815028190613) | > loss_gen: 2.8392105102539062 (2.897417593002319) | > loss_kl: 1.8192635774612427 (1.8495445251464844) | > loss_feat: 5.28642463684082 (7.065392065048218) | > loss_mel: 16.653400421142578 (20.454751396179198) | > loss_duration: 2.282867193222046 (2.2638206243515016) | > loss_1: 28.881166458129883 (34.53092651367187)  --> STEP: 11 | > loss_disc: 2.320338249206543 (2.285317139192061) | > loss_disc_real_0: 0.1342228651046753 (0.09814340350302783) | > loss_disc_real_1: 0.2626027762889862 (0.31428980285471136) | > loss_disc_real_2: 0.2706846594810486 (0.2377208024263382) | > loss_disc_real_3: 0.2803318500518799 (0.2622399072755467) | > loss_disc_real_4: 0.23011769354343414 (0.2564983672716401) | > loss_disc_real_5: 0.19418029487133026 (0.2409421760927547) | > loss_0: 2.320338249206543 (2.285317139192061) | > loss_gen: 2.941220283508301 (2.9013996557755903) | > loss_kl: 2.8563284873962402 (1.9410703398964622) | > loss_feat: 6.6824212074279785 (7.030576532537287) | > loss_mel: 15.029867172241211 (19.961580103093926) | > loss_duration: 2.3720622062683105 (2.2736607681621206) | > loss_1: 29.881900787353516 (34.1082878112793)  --> STEP: 12 | > loss_disc: 2.0164477825164795 (2.2629113594690957) | > loss_disc_real_0: 0.10291139781475067 (0.09854073636233807) | > loss_disc_real_1: 0.21478435397148132 (0.30599768211444217) | > loss_disc_real_2: 0.23561863601207733 (0.23754562189181647) | > loss_disc_real_3: 0.2322387397289276 (0.2597398099799951) | > loss_disc_real_4: 0.2057368904352188 (0.25226824420193833) | > loss_disc_real_5: 0.25576159358024597 (0.24217712755004564) | > loss_0: 2.0164477825164795 (2.2629113594690957) | > loss_gen: 3.009721279144287 (2.910426457722982) | > loss_kl: 1.3698399066925049 (1.8934678037961323) | > loss_feat: 6.279637336730957 (6.967998266220093) | > loss_mel: 21.91521453857422 (20.12438297271728) | > loss_duration: 2.145648956298828 (2.262993117173513) | > loss_1: 34.720062255859375 (34.1592690149943)  --> STEP: 13 | > loss_disc: 2.2422194480895996 (2.2613196739783654) | > loss_disc_real_0: 0.17291755974292755 (0.10426203046853726) | > loss_disc_real_1: 0.43770745396614075 (0.3161292030261113) | > loss_disc_real_2: 0.23637132346630096 (0.23745529124369988) | > loss_disc_real_3: 0.283134400844574 (0.261539393892655) | > loss_disc_real_4: 0.2768476605415344 (0.25415896853575337) | > loss_disc_real_5: 0.17502827942371368 (0.23701183154032782) | > loss_0: 2.2422194480895996 (2.2613196739783654) | > loss_gen: 3.3769514560699463 (2.9463129960573635) | > loss_kl: 1.6906315088272095 (1.877865011875446) | > loss_feat: 7.914185047149658 (7.040781864753137) | > loss_mel: 19.10856819152832 (20.046243374164284) | > loss_duration: 2.095553398132324 (2.250113138785729) | > loss_1: 34.185890197753906 (34.1613167982835)  --> STEP: 14 | > loss_disc: 2.4890694618225098 (2.277587515967233) | > loss_disc_real_0: 0.11584591865539551 (0.10508945105331284) | > loss_disc_real_1: 0.30461713671684265 (0.31530691257544924) | > loss_disc_real_2: 0.2517603933811188 (0.23847708425351552) | > loss_disc_real_3: 0.29678258299827576 (0.2640567645430565) | > loss_disc_real_4: 0.27547886967658997 (0.2556818186172417) | > loss_disc_real_5: 0.30717870593070984 (0.2420237511396408) | > loss_0: 2.4890694618225098 (2.277587515967233) | > loss_gen: 2.6478075981140137 (2.924991181918553) | > loss_kl: 1.828413963317871 (1.8743327941213335) | > loss_feat: 6.369184494018555 (6.99281062398638) | > loss_mel: 21.213115692138672 (20.12959139687674) | > loss_duration: 2.291473388671875 (2.253067442349025) | > loss_1: 34.34999465942383 (34.17479378836495)  --> STEP: 15 | > loss_disc: 2.868137836456299 (2.316957537333171) | > loss_disc_real_0: 0.12019309401512146 (0.10609636058410009) | > loss_disc_real_1: 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2.293715715408325 (2.2865100383758543) | > loss_disc_real_0: 0.06448575109243393 (0.10352676883339881) | > loss_disc_real_1: 0.22785936295986176 (0.31666638553142545) | > loss_disc_real_2: 0.17687614262104034 (0.22914870232343673) | > loss_disc_real_3: 0.2114982306957245 (0.256806131452322) | > loss_disc_real_4: 0.18827171623706818 (0.25077740140259264) | > loss_disc_real_5: 0.19078652560710907 (0.23563569262623787) | > loss_0: 2.293715715408325 (2.2865100383758543) | > loss_gen: 2.1595709323883057 (2.895113396644592) | > loss_kl: 1.4561858177185059 (1.8967694997787476) | > loss_feat: 5.683111667633057 (7.254071307182312) | > loss_mel: 16.769994735717773 (19.938337421417234) | > loss_duration: 2.3190207481384277 (2.2641303539276123) | > loss_1: 28.38788414001465 (34.24842224121094)  --> STEP: 21 | > loss_disc: 2.206420421600342 (2.28269624710083) | > loss_disc_real_0: 0.08577536791563034 (0.1026814640277908) | > loss_disc_real_1: 0.39824917912483215 (0.32055128046444487) | > loss_disc_real_2: 0.28313180804252625 (0.23171932640529813) | > loss_disc_real_3: 0.19593064486980438 (0.2539072987579164) | > loss_disc_real_4: 0.177601158618927 (0.2472928184128943) | > loss_disc_real_5: 0.16885504126548767 (0.23245566160905928) | > loss_0: 2.206420421600342 (2.28269624710083) | > loss_gen: 3.2035329341888428 (2.9098000412895564) | > loss_kl: 1.7149020433425903 (1.888109144710359) | > loss_feat: 8.07485580444336 (7.293156283242362) | > loss_mel: 19.134126663208008 (19.90004167102632) | > loss_duration: 2.132139205932617 (2.2578450611659457) | > loss_1: 34.259559631347656 (34.24895259312221)  --> STEP: 22 | > loss_disc: 2.3591389656066895 (2.2861709161238237) | > loss_disc_real_0: 0.20244118571281433 (0.1072159968316555) | > loss_disc_real_1: 0.3322969377040863 (0.3210851739753377) | > loss_disc_real_2: 0.22731198370456696 (0.231518992646174) | > loss_disc_real_3: 0.20661185681819916 (0.2517575059424747) | > loss_disc_real_4: 0.1629198044538498 (0.2434576814147559) | > loss_disc_real_5: 0.13718187808990479 (0.22812503508546136) | > loss_0: 2.3591389656066895 (2.2861709161238237) | > loss_gen: 2.6239452362060547 (2.896806641058488) | > loss_kl: 1.9341623783111572 (1.8902024735103955) | > loss_feat: 8.16334342956543 (7.332710244438865) | > loss_mel: 20.30364990234375 (19.918387499722567) | > loss_duration: 2.132176399230957 (2.25213284925981) | > loss_1: 35.15727615356445 (34.290240027687766)  --> STEP: 23 | > loss_disc: 2.4294087886810303 (2.2923986497132676) | > loss_disc_real_0: 0.11688841134309769 (0.10763653659302255) | > loss_disc_real_1: 0.2825811803340912 (0.3194110872952835) | > loss_disc_real_2: 0.26482662558555603 (0.23296715060006018) | > loss_disc_real_3: 0.23552349209785461 (0.2510516792535782) | > loss_disc_real_4: 0.23208735883235931 (0.24296331956334735) | > loss_disc_real_5: 0.2382356971502304 (0.2285646290882774) | > loss_0: 2.4294087886810303 (2.2923986497132676) | > loss_gen: 2.4792370796203613 (2.878651442735091) | > loss_kl: 1.8851667642593384 (1.8899835296299146) | > loss_feat: 6.665246963500977 (7.303690101789392) | > loss_mel: 17.67950439453125 (19.821044756018598) | > loss_duration: 2.226229190826416 (2.251006603240967) | > loss_1: 30.93538475036621 (34.14437675476074)  --> STEP: 24 | > loss_disc: 2.19148588180542 (2.2881939510504403) | > loss_disc_real_0: 0.10695691406726837 (0.10760821898778279) | > loss_disc_real_1: 0.18928951025009155 (0.3139893549184005) | > loss_disc_real_2: 0.23172608017921448 (0.23291543933252493) | > loss_disc_real_3: 0.2851002812385559 (0.2524703710029523) | > loss_disc_real_4: 0.2894125282764435 (0.24489870325972637) | > loss_disc_real_5: 0.23479554057121277 (0.22882425040006638) | > loss_0: 2.19148588180542 (2.2881939510504403) | > loss_gen: 2.8073043823242188 (2.8756786485513044) | > loss_kl: 1.8562037944793701 (1.8885760406653087) | > loss_feat: 6.232356071472168 (7.2590511838595075) | > loss_mel: 18.986616134643555 (19.786276896794636) | > loss_duration: 2.365959882736206 (2.255796323219935) | > loss_1: 32.24843978881836 (34.06537938117981)  --> STEP: 25 | > loss_disc: 2.1369519233703613 (2.2821442699432373) | > loss_disc_real_0: 0.08907425403594971 (0.10686686038970947) | > loss_disc_real_1: 0.22770950198173523 (0.3105381608009339) | > loss_disc_real_2: 0.20334573090076447 (0.23173265099525453) | > loss_disc_real_3: 0.1531941443681717 (0.24849932193756102) | > loss_disc_real_4: 0.18819455802440643 (0.24263053745031357) | > loss_disc_real_5: 0.1573226898908615 (0.2259641879796982) | > loss_0: 2.1369519233703613 (2.2821442699432373) | > loss_gen: 2.5205698013305664 (2.861474294662475) | > loss_kl: 1.7869802713394165 (1.8845122098922729) | > loss_feat: 9.709097862243652 (7.357053050994873) | > loss_mel: 19.013904571533203 (19.75538200378418) | > loss_duration: 2.348534107208252 (2.2595058345794676) | > loss_1: 35.379085540771484 (34.117927627563475)  --> STEP: 26 | > loss_disc: 3.006542682647705 (2.3100057473549476) | > loss_disc_real_0: 0.039582520723342896 (0.1042790011717723) | > loss_disc_real_1: 0.2734851837158203 (0.30911304629766023) | > loss_disc_real_2: 0.21320267021656036 (0.2310199594268432) | > loss_disc_real_3: 0.23577028512954712 (0.24800974359879127) | > loss_disc_real_4: 0.2600686252117157 (0.24330123313344443) | > loss_disc_real_5: 0.26947543025016785 (0.22763769729779318) | > loss_0: 3.006542682647705 (2.3100057473549476) | > loss_gen: 1.640838384628296 (2.8145267596611605) | > loss_kl: 1.496491551399231 (1.8695883384117713) | > loss_feat: 6.365272045135498 (7.31890762769259) | > loss_mel: 14.071669578552246 (19.5367776797368) | > loss_duration: 2.2646379470825195 (2.259703223521893) | > loss_1: 25.838909149169922 (33.79950383993295) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023933924161470854 (+0.00010690322289100057) | > avg_loss_disc: 2.3100057473549476 (+0.050569910269516516) | > avg_loss_disc_real_0: 0.1042790011717723 (-0.07805941855678192) | > avg_loss_disc_real_1: 0.30911304629766023 (+0.13908156351401257) | > avg_loss_disc_real_2: 0.2310199594268432 (-0.016347582523639326) | > avg_loss_disc_real_3: 0.24800974359879127 (+0.019439493234340965) | > avg_loss_disc_real_4: 0.24330123313344443 (+0.033979599579022496) | > avg_loss_disc_real_5: 0.22763769729779318 (-0.007710158824920654) | > avg_loss_0: 2.3100057473549476 (+0.050569910269516516) | > avg_loss_gen: 2.8145267596611605 (+0.04178685866869358) | > avg_loss_kl: 1.8695883384117713 (-0.04237706844623279) | > avg_loss_feat: 7.31890762769259 (+0.35227878277118396) | > avg_loss_mel: 19.5367776797368 (-0.1289177674513624) | > avg_loss_duration: 2.259703223521893 (-0.006175352976872439) | > avg_loss_1: 33.79950383993295 (+0.21659557635967275)  > EPOCH: 80/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:27:20)   --> TIME: 2024-06-10 18:27:29 -- STEP: 24/330 -- GLOBAL_STEP: 114425 | > loss_disc: 2.2253246307373047 (2.30563289920489) | > loss_disc_real_0: 0.0895182341337204 (0.11768326504776876) | > loss_disc_real_1: 0.21092039346694946 (0.20042173253993192) | > loss_disc_real_2: 0.24424192309379578 (0.22059786568085352) | > loss_disc_real_3: 0.23660144209861755 (0.22333662336071333) | > loss_disc_real_4: 0.22519174218177795 (0.21406774719556174) | > loss_disc_real_5: 0.2173861414194107 (0.2123978678137064) | > loss_0: 2.2253246307373047 (2.30563289920489) | > grad_norm_0: tensor(15.8722, device='cuda:0') (tensor(14.4378, device='cuda:0')) | > loss_gen: 2.5503361225128174 (2.56188111503919) | > loss_kl: 1.503406286239624 (1.5982319960991542) | > loss_feat: 7.116665363311768 (6.933506588141124) | > loss_mel: 21.158384323120117 (20.45826284090678) | > loss_duration: 2.094283103942871 (2.1929606596628823) | > loss_1: 34.42307662963867 (33.74484316507975) | > grad_norm_1: tensor(186.7561, device='cuda:0') (tensor(143.7400, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3455 (0.35517455140749615) | > loader_time: 0.0031 (0.00322990616162618)  --> TIME: 2024-06-10 18:27:39 -- STEP: 49/330 -- GLOBAL_STEP: 114450 | > loss_disc: 2.1494436264038086 (2.273607190774411) | > loss_disc_real_0: 0.08683615177869797 (0.11557987423575654) | > loss_disc_real_1: 0.21243850886821747 (0.20035286734298785) | > loss_disc_real_2: 0.18494634330272675 (0.21433029004505702) | > loss_disc_real_3: 0.1962130069732666 (0.21810704834607184) | > loss_disc_real_4: 0.1755666881799698 (0.21232926845550537) | > loss_disc_real_5: 0.15745115280151367 (0.2104208356871897) | > loss_0: 2.1494436264038086 (2.273607190774411) | > grad_norm_0: tensor(9.8978, device='cuda:0') (tensor(13.4992, device='cuda:0')) | > loss_gen: 2.713867664337158 (2.5785922566238715) | > loss_kl: 1.4103344678878784 (1.5960819015697556) | > loss_feat: 7.5903401374816895 (7.055797820188562) | > loss_mel: 20.756738662719727 (20.396306251992986) | > loss_duration: 2.0499119758605957 (2.1369179268272545) | > loss_1: 34.52119064331055 (33.76369600879903) | > grad_norm_1: tensor(132.9848, device='cuda:0') (tensor(156.4539, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3686 (0.3643646678146051) | > loader_time: 0.0038 (0.0034284883615921954)  --> TIME: 2024-06-10 18:27:48 -- STEP: 74/330 -- GLOBAL_STEP: 114475 | > loss_disc: 2.2420265674591064 (2.259924730739078) | > loss_disc_real_0: 0.14917242527008057 (0.1173332224826555) | > loss_disc_real_1: 0.24909080564975739 (0.2020333371049649) | > loss_disc_real_2: 0.24400906264781952 (0.21475663418705399) | > loss_disc_real_3: 0.21935531497001648 (0.21718357140953476) | > loss_disc_real_4: 0.2287718653678894 (0.21090028918272744) | > loss_disc_real_5: 0.20501285791397095 (0.20860054202981898) | > loss_0: 2.2420265674591064 (2.259924730739078) | > grad_norm_0: tensor(8.1939, device='cuda:0') (tensor(12.8118, device='cuda:0')) | > loss_gen: 2.5372393131256104 (2.5994457973016276) | > loss_kl: 1.5903451442718506 (1.6036810182236338) | > loss_feat: 7.562780380249023 (7.161521351015246) | > loss_mel: 21.07564926147461 (20.426829080323916) | > loss_duration: 2.0046842098236084 (2.111938644099879) | > loss_1: 34.77069854736328 (33.90341593768146) | > grad_norm_1: tensor(108.8165, device='cuda:0') (tensor(160.6421, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3472 (0.36121459265013) | > loader_time: 0.0034 (0.0034649178788468643)  --> TIME: 2024-06-10 18:27:57 -- STEP: 99/330 -- GLOBAL_STEP: 114500 | > loss_disc: 2.1193604469299316 (2.256642086337311) | > loss_disc_real_0: 0.12672284245491028 (0.11730332416717452) | > loss_disc_real_1: 0.19526946544647217 (0.20178908621421968) | > loss_disc_real_2: 0.22082269191741943 (0.21559339219873602) | > loss_disc_real_3: 0.20097461342811584 (0.2164118163513415) | > loss_disc_real_4: 0.16715441644191742 (0.20908943255140328) | > loss_disc_real_5: 0.197260320186615 (0.2078152863365231) | > loss_0: 2.1193604469299316 (2.256642086337311) | > grad_norm_0: tensor(7.1279, device='cuda:0') (tensor(11.9537, device='cuda:0')) | > loss_gen: 2.941527843475342 (2.604600443984523) | > loss_kl: 1.4933019876480103 (1.5890570012005893) | > loss_feat: 7.9213361740112305 (7.181322362687853) | > loss_mel: 20.292760848999023 (20.41304426482229) | > loss_duration: 2.080566167831421 (2.103785882092484) | > loss_1: 34.7294921875 (33.89181000295311) | > grad_norm_1: tensor(110.1284, device='cuda:0') (tensor(147.3814, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3591 (0.36041390775430077) | > loader_time: 0.0041 (0.003491445021195845) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_114500.pth  --> TIME: 2024-06-10 18:28:11 -- STEP: 124/330 -- GLOBAL_STEP: 114525 | > loss_disc: 2.25412917137146 (2.2514366430620987) | > loss_disc_real_0: 0.15578073263168335 (0.1164095996007804) | > loss_disc_real_1: 0.22951063513755798 (0.20236565088552813) | > loss_disc_real_2: 0.22595006227493286 (0.21589276098435925) | > loss_disc_real_3: 0.19522705674171448 (0.21663499311093362) | > loss_disc_real_4: 0.201244056224823 (0.20896855056766545) | > loss_disc_real_5: 0.21178612112998962 (0.20750637364483648) | > loss_0: 2.25412917137146 (2.2514366430620987) | > grad_norm_0: tensor(13.0518, device='cuda:0') (tensor(12.5249, device='cuda:0')) | > loss_gen: 2.828427791595459 (2.6145224725046465) | > loss_kl: 1.6604640483856201 (1.574799761656792) | > loss_feat: 7.734611988067627 (7.222059353705375) | > loss_mel: 20.849746704101562 (20.38028758571993) | > loss_duration: 2.1108474731445312 (2.1033706616970784) | > loss_1: 35.18409729003906 (33.89503972761091) | > grad_norm_1: tensor(111.9558, device='cuda:0') (tensor(156.1625, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3522 (0.36033958581186104) | > loader_time: 0.0038 (0.0035376241130213584)  --> TIME: 2024-06-10 18:28:20 -- STEP: 149/330 -- GLOBAL_STEP: 114550 | > loss_disc: 2.0728347301483154 (2.2495308002369514) | > loss_disc_real_0: 0.09818221628665924 (0.11671321779089486) | > loss_disc_real_1: 0.1525888442993164 (0.20247058250360042) | > loss_disc_real_2: 0.2161228358745575 (0.2147096548504478) | > loss_disc_real_3: 0.21118953824043274 (0.21775102465344756) | > loss_disc_real_4: 0.18442434072494507 (0.2097484970452802) | > loss_disc_real_5: 0.20453320443630219 (0.20811928078632222) | > loss_0: 2.0728347301483154 (2.2495308002369514) | > grad_norm_0: tensor(9.9170, device='cuda:0') (tensor(12.7469, device='cuda:0')) | > loss_gen: 2.828279972076416 (2.620956683318887) | > loss_kl: 1.3716431856155396 (1.5639750677467192) | > loss_feat: 7.75868034362793 (7.267653506874238) | > loss_mel: 20.702178955078125 (20.37492597183125) | > loss_duration: 2.0992977619171143 (2.104071029080639) | > loss_1: 34.76007843017578 (33.93158221404823) | > grad_norm_1: tensor(85.7508, device='cuda:0') (tensor(164.5807, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3708 (0.3626928345469019) | > loader_time: 0.004 (0.003651962984328302)  --> TIME: 2024-06-10 18:28:30 -- STEP: 174/330 -- GLOBAL_STEP: 114575 | > loss_disc: 2.1729393005371094 (2.2503046126201234) | > loss_disc_real_0: 0.08987016975879669 (0.11630177039695883) | > loss_disc_real_1: 0.17955242097377777 (0.202928164823987) | > loss_disc_real_2: 0.217943012714386 (0.21523726397547233) | > loss_disc_real_3: 0.2229643017053604 (0.21839040500679235) | > loss_disc_real_4: 0.20999091863632202 (0.20989928540142108) | > loss_disc_real_5: 0.23575997352600098 (0.20852093124526666) | > loss_0: 2.1729393005371094 (2.2503046126201234) | > grad_norm_0: tensor(27.1020, device='cuda:0') (tensor(12.9794, device='cuda:0')) | > loss_gen: 2.812645435333252 (2.621832802377899) | > loss_kl: 1.6943519115447998 (1.5648476693822049) | > loss_feat: 7.612185478210449 (7.279921230228468) | > loss_mel: 19.9946231842041 (20.379864659802664) | > loss_duration: 2.188777446746826 (2.1065954963366185) | > loss_1: 34.30258560180664 (33.953061914992034) | > grad_norm_1: tensor(274.1402, device='cuda:0') (tensor(167.6989, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3643 (0.36478639471119817) | > loader_time: 0.0054 (0.0037802512618317)  --> TIME: 2024-06-10 18:28:40 -- STEP: 199/330 -- GLOBAL_STEP: 114600 | > loss_disc: 2.3193306922912598 (2.249380673595411) | > loss_disc_real_0: 0.15581025183200836 (0.11717298926420547) | > loss_disc_real_1: 0.24264444410800934 (0.20312472608820278) | > loss_disc_real_2: 0.22783774137496948 (0.21510471912784196) | > loss_disc_real_3: 0.20414899289608002 (0.21882014111358317) | > loss_disc_real_4: 0.20771005749702454 (0.2097225748564131) | > loss_disc_real_5: 0.19575491547584534 (0.20853502726435058) | > loss_0: 2.3193306922912598 (2.249380673595411) | > grad_norm_0: tensor(38.9567, device='cuda:0') (tensor(13.9090, device='cuda:0')) | > loss_gen: 2.510359764099121 (2.625555189410646) | > loss_kl: 1.3782472610473633 (1.563498053718452) | > loss_feat: 6.472475051879883 (7.284099370390925) | > loss_mel: 19.763078689575195 (20.364223901949916) | > loss_duration: 2.2111732959747314 (2.1120311417172304) | > loss_1: 32.33533477783203 (33.94940770211529) | > grad_norm_1: tensor(230.9297, device='cuda:0') (tensor(172.8634, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3934 (0.3671790211644002) | > loader_time: 0.0053 (0.003907529552977289)  --> TIME: 2024-06-10 18:28:56 -- STEP: 224/330 -- GLOBAL_STEP: 114625 | > loss_disc: 2.330918550491333 (2.2470725263868077) | > loss_disc_real_0: 0.13688233494758606 (0.11736464886260885) | > loss_disc_real_1: 0.2390865683555603 (0.20331854559481144) | > loss_disc_real_2: 0.2523799240589142 (0.2148354204504618) | > loss_disc_real_3: 0.22156700491905212 (0.21799964544230274) | > loss_disc_real_4: 0.20358215272426605 (0.2089277130019452) | > loss_disc_real_5: 0.2550297975540161 (0.2082776930183172) | > loss_0: 2.330918550491333 (2.2470725263868077) | > grad_norm_0: tensor(14.9416, device='cuda:0') (tensor(15.8841, device='cuda:0')) | > loss_gen: 2.6529788970947266 (2.635302535125188) | > loss_kl: 1.6399873495101929 (1.5658307283052377) | > loss_feat: 6.924158573150635 (7.317586892417499) | > loss_mel: 19.879230499267578 (20.332763084343487) | > loss_duration: 2.2214975357055664 (2.117297062384231) | > loss_1: 33.31785202026367 (33.968780296189415) | > grad_norm_1: tensor(365.3718, device='cuda:0') (tensor(188.4857, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.3938 (0.36979110113212016) | > loader_time: 0.0048 (0.0316628207053457)  --> TIME: 2024-06-10 18:29:06 -- STEP: 249/330 -- GLOBAL_STEP: 114650 | > loss_disc: 2.232389450073242 (2.2461457932330537) | > loss_disc_real_0: 0.11454473435878754 (0.11842738380693049) | > loss_disc_real_1: 0.23298464715480804 (0.20342967793884048) | > loss_disc_real_2: 0.1779460608959198 (0.21391645109797103) | > loss_disc_real_3: 0.20472760498523712 (0.21832890670941058) | > loss_disc_real_4: 0.25493407249450684 (0.20937392612298333) | > loss_disc_real_5: 0.20113994181156158 (0.20812516255551072) | > loss_0: 2.232389450073242 (2.2461457932330537) | > grad_norm_0: tensor(60.2553, device='cuda:0') (tensor(18.2860, device='cuda:0')) | > loss_gen: 2.583268642425537 (2.6403045759622357) | > loss_kl: 1.4994521141052246 (1.5629876234445228) | > loss_feat: 7.459754943847656 (7.321089047504716) | > loss_mel: 19.600177764892578 (20.29417810861364) | > loss_duration: 2.1757264137268066 (2.1238866192269996) | > loss_1: 33.318382263183594 (33.94244597714586) | > grad_norm_1: tensor(212.8851, device='cuda:0') (tensor(203.1952, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.404 (0.3729052084038054) | > loader_time: 0.0055 (0.029005912413080065)  --> TIME: 2024-06-10 18:29:17 -- STEP: 274/330 -- GLOBAL_STEP: 114675 | > loss_disc: 2.283402681350708 (2.241920091374949) | > loss_disc_real_0: 0.0974343866109848 (0.11716434398978731) | > loss_disc_real_1: 0.1961299329996109 (0.20310065389549647) | > loss_disc_real_2: 0.20078739523887634 (0.21426458199963955) | > loss_disc_real_3: 0.22117343544960022 (0.21818716867561758) | > loss_disc_real_4: 0.18562281131744385 (0.20904954963356914) | > loss_disc_real_5: 0.20549747347831726 (0.20756894687231436) | > loss_0: 2.283402681350708 (2.241920091374949) | > grad_norm_0: tensor(15.7720, device='cuda:0') (tensor(19.2623, device='cuda:0')) | > loss_gen: 2.69991135597229 (2.6521461592973594) | > loss_kl: 1.605422854423523 (1.5639196603837673) | > loss_feat: 7.436705589294434 (7.37180607510309) | > loss_mel: 19.645170211791992 (20.251688212373814) | > loss_duration: 2.194631576538086 (2.130386540054405) | > loss_1: 33.58184051513672 (33.969946701161156) | > grad_norm_1: tensor(449.1081, device='cuda:0') (tensor(215.0388, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.4347 (0.37737931039211503) | > loader_time: 0.0056 (0.02687396881354117)  --> TIME: 2024-06-10 18:29:28 -- STEP: 299/330 -- GLOBAL_STEP: 114700 | > loss_disc: 2.0937633514404297 (2.2431918071663914) | > loss_disc_real_0: 0.08795678615570068 (0.1174950599047452) | > loss_disc_real_1: 0.11283847689628601 (0.2029513769524552) | > loss_disc_real_2: 0.14460839331150055 (0.21396772364110855) | > loss_disc_real_3: 0.18022781610488892 (0.21804257579471759) | > loss_disc_real_4: 0.1789068728685379 (0.2094250972753385) | > loss_disc_real_5: 0.19966793060302734 (0.20757145302550845) | > loss_0: 2.0937633514404297 (2.2431918071663914) | > grad_norm_0: tensor(9.8617, device='cuda:0') (tensor(19.9816, device='cuda:0')) | > loss_gen: 2.618607521057129 (2.646899375628469) | > loss_kl: 1.5962759256362915 (1.564138771299534) | > loss_feat: 7.997051239013672 (7.380683371055884) | > loss_mel: 20.377334594726562 (20.19872564615611) | > loss_duration: 2.28969407081604 (2.139226814177522) | > loss_1: 34.878963470458984 (33.929674001840425) | > grad_norm_1: tensor(96.5278, device='cuda:0') (tensor(224.3120, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.4564 (0.38406134050426644) | > loader_time: 0.0069 (0.02515754811341149)  --> TIME: 2024-06-10 18:29:42 -- STEP: 324/330 -- GLOBAL_STEP: 114725 | > loss_disc: 2.2653260231018066 (2.2451374909760053) | > loss_disc_real_0: 0.10478562861680984 (0.11813242748425698) | > loss_disc_real_1: 0.21181468665599823 (0.20311217626303807) | > loss_disc_real_2: 0.17689473927021027 (0.21428498101455198) | > loss_disc_real_3: 0.22935821115970612 (0.21835065200740914) | > loss_disc_real_4: 0.19747613370418549 (0.21035239758130952) | > loss_disc_real_5: 0.20698793232440948 (0.20797443918791814) | > loss_0: 2.2653260231018066 (2.2451374909760053) | > grad_norm_0: tensor(7.0629, device='cuda:0') (tensor(19.7900, device='cuda:0')) | > loss_gen: 2.368722438812256 (2.645030551486546) | > loss_kl: 1.7383086681365967 (1.5691476935221818) | > loss_feat: 9.386704444885254 (7.451802612822733) | > loss_mel: 18.88530158996582 (20.16213745541041) | > loss_duration: 2.321986198425293 (2.152079138858818) | > loss_1: 34.70102310180664 (33.98019748263887) | > grad_norm_1: tensor(221.2949, device='cuda:0') (tensor(221.8930, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.5825 (0.3960733627095634) | > loader_time: 0.0084 (0.0238380844210401)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.392153024673462 (2.392153024673462) | > loss_disc_real_0: 0.07984641939401627 (0.07984641939401627) | > loss_disc_real_1: 0.20882897078990936 (0.20882897078990936) | > loss_disc_real_2: 0.22410939633846283 (0.22410939633846283) | > loss_disc_real_3: 0.33144357800483704 (0.33144357800483704) | > loss_disc_real_4: 0.27713772654533386 (0.27713772654533386) | > loss_disc_real_5: 0.31279629468917847 (0.31279629468917847) | > loss_0: 2.392153024673462 (2.392153024673462) | > loss_gen: 2.5450284481048584 (2.5450284481048584) | > loss_kl: 0.436941921710968 (0.436941921710968) | > loss_feat: 5.0311455726623535 (5.0311455726623535) | > loss_mel: 16.515348434448242 (16.515348434448242) | > loss_duration: 2.8941240310668945 (2.8941240310668945) | > loss_1: 27.422588348388672 (27.422588348388672)  --> STEP: 1 | > loss_disc: 2.1546130180358887 (2.1546130180358887) | > loss_disc_real_0: 0.11676100641489029 (0.11676100641489029) | > loss_disc_real_1: 0.1273064762353897 (0.1273064762353897) | > loss_disc_real_2: 0.2157185971736908 (0.2157185971736908) | > loss_disc_real_3: 0.31686165928840637 (0.31686165928840637) | > loss_disc_real_4: 0.28956395387649536 (0.28956395387649536) | > loss_disc_real_5: 0.2816573977470398 (0.2816573977470398) | > loss_0: 2.1546130180358887 (2.1546130180358887) | > loss_gen: 2.991572141647339 (2.991572141647339) | > loss_kl: 1.957873821258545 (1.957873821258545) | > loss_feat: 7.421479225158691 (7.421479225158691) | > loss_mel: 20.42104721069336 (20.42104721069336) | > loss_duration: 2.3143813610076904 (2.3143813610076904) | > loss_1: 35.106353759765625 (35.106353759765625)  --> STEP: 2 | > loss_disc: 2.3704757690429688 (2.2625443935394287) | > loss_disc_real_0: 0.11834928393363953 (0.11755514517426491) | > loss_disc_real_1: 0.207346573472023 (0.16732652485370636) | > loss_disc_real_2: 0.23069581389427185 (0.22320720553398132) | > loss_disc_real_3: 0.34436190128326416 (0.33061178028583527) | > loss_disc_real_4: 0.3336638808250427 (0.31161391735076904) | > loss_disc_real_5: 0.34953173995018005 (0.3155945688486099) | > loss_0: 2.3704757690429688 (2.2625443935394287) | > loss_gen: 3.1439430713653564 (3.0677576065063477) | > loss_kl: 2.045748710632324 (2.0018112659454346) | > loss_feat: 6.349588394165039 (6.885533809661865) | > loss_mel: 20.8444766998291 (20.63276195526123) | > loss_duration: 2.441744804382324 (2.3780630826950073) | > loss_1: 34.825504302978516 (34.96592903137207)  --> STEP: 3 | > loss_disc: 2.4422402381896973 (2.3224430084228516) | > loss_disc_real_0: 0.08374611288309097 (0.1062854677438736) | > loss_disc_real_1: 0.1425732672214508 (0.15907543897628784) | > loss_disc_real_2: 0.19518418610095978 (0.21386619905630747) | > loss_disc_real_3: 0.3695487380027771 (0.34359076619148254) | > loss_disc_real_4: 0.24311788380146027 (0.28878190616766614) | > loss_disc_real_5: 0.2903793454170227 (0.3071894943714142) | > loss_0: 2.4422402381896973 (2.3224430084228516) | > loss_gen: 2.612308979034424 (2.9159413973490396) | > loss_kl: 2.9692187309265137 (2.3242804209391275) | > loss_feat: 7.900149345397949 (7.22373898824056) | > loss_mel: 20.93134117126465 (20.732288360595703) | > loss_duration: 2.2552337646484375 (2.337119976679484) | > loss_1: 36.668251037597656 (35.53336970011393)  --> STEP: 4 | > loss_disc: 2.2451281547546387 (2.3031142950057983) | > loss_disc_real_0: 0.10628285259008408 (0.10628481395542622) | > loss_disc_real_1: 0.1736365705728531 (0.16271572187542915) | > loss_disc_real_2: 0.18918374180793762 (0.207695584744215) | > loss_disc_real_3: 0.28048279881477356 (0.3278137743473053) | > loss_disc_real_4: 0.17773084342479706 (0.26101914048194885) | > loss_disc_real_5: 0.23782919347286224 (0.2898494191467762) | > loss_0: 2.2451281547546387 (2.3031142950057983) | > loss_gen: 2.7767510414123535 (2.881143808364868) | > loss_kl: 1.6229968070983887 (2.148959517478943) | > loss_feat: 7.8863205909729 (7.389384388923645) | > loss_mel: 18.023643493652344 (20.055127143859863) | > loss_duration: 2.235663414001465 (2.3117558360099792) | > loss_1: 32.54537582397461 (34.7863712310791)  --> STEP: 5 | > loss_disc: 1.829911708831787 (2.208473777770996) | > loss_disc_real_0: 0.0819396898150444 (0.10141578912734986) | > loss_disc_real_1: 0.16590477526187897 (0.16335353255271912) | > loss_disc_real_2: 0.13904964923858643 (0.1939663976430893) | > loss_disc_real_3: 0.23318320512771606 (0.30888766050338745) | > loss_disc_real_4: 0.11230455338954926 (0.23127622306346893) | > loss_disc_real_5: 0.17887701094150543 (0.26765493750572206) | > loss_0: 1.829911708831787 (2.208473777770996) | > loss_gen: 2.7675704956054688 (2.8584291458129885) | > loss_kl: 1.459904432296753 (2.0111485004425047) | > loss_feat: 7.875647068023682 (7.486636924743652) | > loss_mel: 21.78124237060547 (20.400350189208986) | > loss_duration: 2.3043057918548584 (2.310265827178955) | > loss_1: 36.18867111206055 (35.06683120727539)  --> STEP: 6 | > loss_disc: 2.137009620666504 (2.1965630849202475) | > loss_disc_real_0: 0.1221378967165947 (0.10486947372555733) | > loss_disc_real_1: 0.1784326732158661 (0.16586672266324362) | > loss_disc_real_2: 0.23584392666816711 (0.2009459858139356) | > loss_disc_real_3: 0.26816675066947937 (0.3021008421977361) | > loss_disc_real_4: 0.2130989134311676 (0.2282466714580854) | > loss_disc_real_5: 0.22483384609222412 (0.2605180889368057) | > loss_0: 2.137009620666504 (2.1965630849202475) | > loss_gen: 2.9028878211975098 (2.8658389250437417) | > loss_kl: 1.7974920272827148 (1.9755390882492065) | > loss_feat: 7.256336688995361 (7.4482535521189375) | > loss_mel: 21.797639846801758 (20.63323179880778) | > loss_duration: 2.1026365756988525 (2.2756609519322715) | > loss_1: 35.85699462890625 (35.19852511088053)  --> STEP: 7 | > loss_disc: 2.3429625034332275 (2.2174772875649587) | > loss_disc_real_0: 0.07593441009521484 (0.10073589320693697) | > loss_disc_real_1: 0.26370716094970703 (0.1798439281327384) | > loss_disc_real_2: 0.22627323865890503 (0.20456416479178838) | > loss_disc_real_3: 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2.2595324516296387 (2.222734183073044) | > loss_gen: 2.521791458129883 (2.793515205383301) | > loss_kl: 2.6140265464782715 (2.141486167907715) | > loss_feat: 8.116225242614746 (7.184192955493927) | > loss_mel: 23.163175582885742 (20.64389419555664) | > loss_duration: 2.1913652420043945 (2.274109810590744) | > loss_1: 38.6065788269043 (35.037198066711426)  --> STEP: 9 | > loss_disc: 2.0384883880615234 (2.202262428071764) | > loss_disc_real_0: 0.07152268290519714 (0.09476641731129752) | > loss_disc_real_1: 0.15271645784378052 (0.17223645746707916) | > loss_disc_real_2: 0.205935537815094 (0.20364932053618962) | > loss_disc_real_3: 0.26468589901924133 (0.28990370366308427) | > loss_disc_real_4: 0.2049848586320877 (0.22601574824915993) | > loss_disc_real_5: 0.20059408247470856 (0.26314326292938656) | > loss_0: 2.0384883880615234 (2.202262428071764) | > loss_gen: 2.8440332412719727 (2.7991283204820423) | > loss_kl: 2.0754551887512207 (2.1341493924458823) | > loss_feat: 8.427075386047363 (7.322291003333198) | > loss_mel: 22.217477798461914 (20.81873681810167) | > loss_duration: 2.123164415359497 (2.2573381000094943) | > loss_1: 37.68720626831055 (35.331643422444664)  --> STEP: 10 | > loss_disc: 2.225734233856201 (2.2046096086502076) | > loss_disc_real_0: 0.1158684715628624 (0.096876622736454) | > loss_disc_real_1: 0.2456062287092209 (0.17957343459129332) | > loss_disc_real_2: 0.3087844252586365 (0.2141628310084343) | > loss_disc_real_3: 0.3110673129558563 (0.29202006459236146) | > loss_disc_real_4: 0.2899167537689209 (0.23240584880113602) | > loss_disc_real_5: 0.2734968364238739 (0.2641786202788353) | > loss_0: 2.225734233856201 (2.2046096086502076) | > loss_gen: 3.103602886199951 (2.829575777053833) | > loss_kl: 1.4771640300750732 (2.068450856208801) | > loss_feat: 6.3392181396484375 (7.223983716964722) | > loss_mel: 20.202219009399414 (20.757085037231445) | > loss_duration: 2.2654128074645996 (2.258145570755005) | > loss_1: 33.38761520385742 (35.13724060058594)  --> STEP: 11 | > loss_disc: 2.4113941192626953 (2.22340820052407) | > loss_disc_real_0: 0.12797734141349792 (0.09970396079800346) | > loss_disc_real_1: 0.20322467386722565 (0.18172354725274173) | > loss_disc_real_2: 0.22107326984405518 (0.21479105272076346) | > loss_disc_real_3: 0.33851373195648193 (0.2962467616254633) | > loss_disc_real_4: 0.3056105375289917 (0.23906082050366836) | > loss_disc_real_5: 0.36210769414901733 (0.27308126335794275) | > loss_0: 2.4113941192626953 (2.22340820052407) | > loss_gen: 2.9409286975860596 (2.8396987698294898) | > loss_kl: 2.0579586029052734 (2.0674970149993896) | > loss_feat: 6.9212846755981445 (7.196465622295033) | > loss_mel: 19.435199737548828 (20.636913646351207) | > loss_duration: 2.410731315612793 (2.272017002105713) | > loss_1: 33.76610565185547 (35.012591968883164)  --> STEP: 12 | > loss_disc: 2.2998573780059814 (2.229778965314229) | > loss_disc_real_0: 0.08047600090503693 (0.09810163080692291) | > loss_disc_real_1: 0.2034946233034134 (0.1835378035902977) | > loss_disc_real_2: 0.21184076368808746 (0.2145451953013738) | > loss_disc_real_3: 0.24464097619056702 (0.29194627950588864) | > loss_disc_real_4: 0.2255352884531021 (0.23793369283278784) | > loss_disc_real_5: 0.2668573558330536 (0.2725626043975353) | > loss_0: 2.2998573780059814 (2.229778965314229) | > loss_gen: 2.3730533123016357 (2.8008116483688354) | > loss_kl: 1.6134557723999023 (2.029660244782766) | > loss_feat: 5.29197883605957 (7.037758390108745) | > loss_mel: 15.236224174499512 (20.186856190363567) | > loss_duration: 2.144683361053467 (2.261405865351359) | > loss_1: 26.659395217895508 (34.316492239634194)  --> STEP: 13 | > loss_disc: 1.8436551094055176 (2.200077130244328) | > loss_disc_real_0: 0.06845583766698837 (0.09582118518077411) | > loss_disc_real_1: 0.12985534965991974 (0.1794083840571917) | > loss_disc_real_2: 0.21197324991226196 (0.2143473533483652) | > loss_disc_real_3: 0.21293464303016663 (0.28586846131544846) | > loss_disc_real_4: 0.09523233771324158 (0.22695666551589966) | > loss_disc_real_5: 0.10864803940057755 (0.2599537917054616) | > loss_0: 1.8436551094055176 (2.200077130244328) | > loss_gen: 2.768819808959961 (2.798350737645076) | > loss_kl: 1.9685274362564087 (2.024957721049969) | > loss_feat: 9.054717063903809 (7.1929090573237495) | > loss_mel: 19.127714157104492 (20.105383726266716) | > loss_duration: 2.0829238891601562 (2.2476764825674205) | > loss_1: 35.00270080566406 (34.36927751394418)  --> STEP: 14 | > loss_disc: 2.241790294647217 (2.203056641987392) | > loss_disc_real_0: 0.1067645400762558 (0.09660285338759422) | > loss_disc_real_1: 0.2197660207748413 (0.18229107239416667) | > loss_disc_real_2: 0.23007486760616302 (0.21547074722392218) | > loss_disc_real_3: 0.26490238308906555 (0.28437088429927826) | > loss_disc_real_4: 0.18337221443653107 (0.2238434904388019) | > loss_disc_real_5: 0.2948598563671112 (0.2624470820384366) | > loss_0: 2.241790294647217 (2.203056641987392) | > loss_gen: 2.6248254776000977 (2.7859560762132918) | > loss_kl: 1.9241317510604858 (2.0177558660507207) | > loss_feat: 5.648893356323242 (7.082622221537998) | > loss_mel: 20.28912925720215 (20.118508407047816) | > loss_duration: 2.284298896789551 (2.2502923692975725) | > loss_1: 32.771278381347656 (34.25513471875872)  --> STEP: 15 | > loss_disc: 2.357383966445923 (2.2133451302846274) | > loss_disc_real_0: 0.15051499009132385 (0.10019699583450953) | > loss_disc_real_1: 0.1662454903125763 (0.18122136692206064) | > loss_disc_real_2: 0.32726943492889404 (0.2229239930709203) | > loss_disc_real_3: 0.31162673234939575 (0.2861879408359528) | > loss_disc_real_4: 0.18905200064182281 (0.22152405778566997) | > loss_disc_real_5: 0.32619738578796387 (0.2666971022884051) | > loss_0: 2.357383966445923 (2.2133451302846274) | > loss_gen: 2.9738454818725586 (2.7984820365905763) | > loss_kl: 1.9316489696502686 (2.0120154062906908) | > loss_feat: 8.9800443649292 (7.209117031097412) | > loss_mel: 21.12880516052246 (20.185861523946127) | > loss_duration: 2.266343116760254 (2.251362419128418) | > loss_1: 37.28068542480469 (34.456838099161786)  --> STEP: 16 | > loss_disc: 2.4369254112243652 (2.227318897843361) | > loss_disc_real_0: 0.1270374059677124 (0.10187452146783471) | > loss_disc_real_1: 0.14509031176567078 (0.17896317597478628) | > loss_disc_real_2: 0.20205560326576233 (0.22161971870809793) | > loss_disc_real_3: 0.36997371912002563 (0.2914245519787073) | > loss_disc_real_4: 0.2978042960166931 (0.2262915726751089) | > loss_disc_real_5: 0.2863626778125763 (0.2679262007586658) | > loss_0: 2.4369254112243652 (2.227318897843361) | > loss_gen: 2.718297004699707 (2.793470472097397) | > loss_kl: 1.7340584993362427 (1.9946430996060378) | > loss_feat: 7.061122417449951 (7.199867367744446) | > loss_mel: 20.223880767822266 (20.188237726688385) | > loss_duration: 2.3345069885253906 (2.2565589547157288) | > loss_1: 34.07186508178711 (34.43277728557587)  --> STEP: 17 | > loss_disc: 2.240422487258911 (2.2280896972207462) | > loss_disc_real_0: 0.05664888769388199 (0.09921419006936691) | > loss_disc_real_1: 0.12102548032999039 (0.17555507623097477) | > loss_disc_real_2: 0.23908096551895142 (0.22264685087344227) | > loss_disc_real_3: 0.427591472864151 (0.2994343708543217) | > loss_disc_real_4: 0.33835145831108093 (0.2328833306536955) | > loss_disc_real_5: 0.33241236209869385 (0.27171950436690273) | > loss_0: 2.240422487258911 (2.2280896972207462) | > loss_gen: 3.2744202613830566 (2.821761636173024) | > loss_kl: 1.5155988931655884 (1.9664640286389528) | > loss_feat: 7.9699506759643555 (7.245166385875029) | > loss_mel: 22.162227630615234 (20.304354779860553) | > loss_duration: 2.382275104522705 (2.263954022351433) | > loss_1: 37.304473876953125 (34.601700614480414)  --> STEP: 18 | > loss_disc: 2.0389552116394043 (2.2175822257995605) | > loss_disc_real_0: 0.10603310912847519 (0.09959301890598403) | > loss_disc_real_1: 0.1272529810667038 (0.17287162649962637) | > loss_disc_real_2: 0.11501152068376541 (0.2166671103073491) | > loss_disc_real_3: 0.2719467580318451 (0.297907281253073) | > loss_disc_real_4: 0.2948979139328003 (0.23632858528031242) | > loss_disc_real_5: 0.29920291900634766 (0.2732463607357608) | > loss_0: 2.0389552116394043 (2.2175822257995605) | > loss_gen: 3.104024887084961 (2.8374429278903537) | > loss_kl: 1.943783164024353 (1.9652039806048083) | > loss_feat: 9.52772331237793 (7.371975104014079) | > loss_mel: 19.182090759277344 (20.24200677871704) | > loss_duration: 2.2456769943237305 (2.26293863190545) | > loss_1: 36.003299713134766 (34.67956723107232)  --> STEP: 19 | > loss_disc: 2.4321866035461426 (2.2288771930493807) | > loss_disc_real_0: 0.08287189900875092 (0.09871295996402439) | > loss_disc_real_1: 0.1555769443511963 (0.17196138007076164) | > loss_disc_real_2: 0.2314443290233612 (0.21744485866082341) | > loss_disc_real_3: 0.32918018102645874 (0.29955322334640905) | > loss_disc_real_4: 0.25998058915138245 (0.23757342758931613) | > loss_disc_real_5: 0.31812500953674316 (0.2756083948831809) | > loss_0: 2.4321866035461426 (2.2288771930493807) | > loss_gen: 2.810330390930176 (2.8360159522608708) | > loss_kl: 1.5692648887634277 (1.9443650810342092) | > loss_feat: 7.1117472648620605 (7.3582789019534465) | > loss_mel: 20.83884620666504 (20.27341938018799) | > loss_duration: 2.332947254180908 (2.266623296235737) | > loss_1: 34.66313552856445 (34.67870240462454)  --> STEP: 20 | > loss_disc: 2.3121540546417236 (2.2330410361289976) | > loss_disc_real_0: 0.10671529173851013 (0.09911307655274867) | > loss_disc_real_1: 0.186392143368721 (0.17268291823565962) | > loss_disc_real_2: 0.2746397852897644 (0.22030460499227048) | > loss_disc_real_3: 0.29468071460723877 (0.29930959790945055) | > loss_disc_real_4: 0.193756565451622 (0.2353825844824314) | > loss_disc_real_5: 0.3252619802951813 (0.2780910741537809) | > loss_0: 2.3121540546417236 (2.2330410361289976) | > loss_gen: 2.587786912918091 (2.823604500293732) | > loss_kl: 1.6425411701202393 (1.9292738854885108) | > loss_feat: 6.507693290710449 (7.315749621391296) | > loss_mel: 20.37336540222168 (20.278416681289674) | > loss_duration: 2.270509719848633 (2.2668176174163817) | > loss_1: 33.38189697265625 (34.613862133026124)  --> STEP: 21 | > loss_disc: 2.091811180114746 (2.226315804890224) | > loss_disc_real_0: 0.0929797887802124 (0.09882101523024696) | > loss_disc_real_1: 0.1929393857717514 (0.17364751192785446) | > loss_disc_real_2: 0.24956195056438446 (0.2216978119242759) | > loss_disc_real_3: 0.2867569327354431 (0.2987118519487835) | > loss_disc_real_4: 0.20555667579174042 (0.23396230311620803) | > loss_disc_real_5: 0.2844816744327545 (0.27839538845277967) | > loss_0: 2.091811180114746 (2.226315804890224) | > loss_gen: 2.9381890296936035 (2.8290609064556302) | > loss_kl: 1.7498337030410767 (1.920729114895776) | > loss_feat: 5.6108598709106445 (7.234564395177932) | > loss_mel: 18.17896842956543 (20.17844295501709) | > loss_duration: 2.1522207260131836 (2.261360622587658) | > loss_1: 30.630069732666016 (34.424157733008975)  --> STEP: 22 | > loss_disc: 2.1382992267608643 (2.222315051338889) | > loss_disc_real_0: 0.08766231685876846 (0.09831380166790703) | > loss_disc_real_1: 0.1746346354484558 (0.1736923811787909) | > loss_disc_real_2: 0.22612959146499634 (0.2218992564488541) | > loss_disc_real_3: 0.2670983076095581 (0.2972748726606369) | > loss_disc_real_4: 0.21105462312698364 (0.23292104493487964) | > loss_disc_real_5: 0.3108695149421692 (0.2798714851113883) | > loss_0: 2.1382992267608643 (2.222315051338889) | > loss_gen: 2.8119077682495117 (2.828281218355352) | > loss_kl: 1.8193382024765015 (1.916120437058536) | > loss_feat: 8.064903259277344 (7.2723070708188144) | > loss_mel: 21.69068145751953 (20.2471810687672) | > loss_duration: 2.150752067565918 (2.2563329609957608) | > loss_1: 36.53758239746094 (34.520222490484066)  --> STEP: 23 | > loss_disc: 2.4602279663085938 (2.2326590911201807) | > loss_disc_real_0: 0.24769040942192078 (0.10480843678764674) | > loss_disc_real_1: 0.21808333694934845 (0.17562242273403256) | > loss_disc_real_2: 0.30178600549697876 (0.22537259336398996) | > loss_disc_real_3: 0.32355260848999023 (0.29841738291408704) | > loss_disc_real_4: 0.23380902409553528 (0.23295965272447336) | > loss_disc_real_5: 0.27616235613822937 (0.27971021863429446) | > loss_0: 2.4602279663085938 (2.2326590911201807) | > loss_gen: 2.833420753479004 (2.8285046764042066) | > loss_kl: 2.0637285709381104 (1.922538182009822) | > loss_feat: 6.216879367828369 (7.2264189098192295) | > loss_mel: 19.89740562438965 (20.231973440750785) | > loss_duration: 2.221933126449585 (2.254837316015492) | > loss_1: 33.23336410522461 (34.46427212590756)  --> STEP: 24 | > loss_disc: 2.1568760871887207 (2.22950146595637) | > loss_disc_real_0: 0.08806900680065155 (0.10411096053818862) | > loss_disc_real_1: 0.18409807980060577 (0.17597557511180642) | > loss_disc_real_2: 0.1834070086479187 (0.22362402733415365) | > loss_disc_real_3: 0.2735738456249237 (0.2973822355270386) | > loss_disc_real_4: 0.2414494901895523 (0.233313395952185) | > loss_disc_real_5: 0.26584357023239136 (0.2791324416175485) | > loss_0: 2.1568760871887207 (2.22950146595637) | > loss_gen: 2.6537139415740967 (2.821221729119619) | > loss_kl: 2.15720534324646 (1.9323159803946819) | > loss_feat: 6.695794582366943 (7.2043095628420515) | > loss_mel: 19.64898681640625 (20.207682331403095) | > loss_duration: 2.3916547298431396 (2.2605380415916443) | > loss_1: 33.54735565185547 (34.42606727282206)  --> STEP: 25 | > loss_disc: 2.3396518230438232 (2.233907480239868) | > loss_disc_real_0: 0.11397266387939453 (0.10450542867183685) | > loss_disc_real_1: 0.1746184527873993 (0.17592129021883016) | > loss_disc_real_2: 0.2789608836174011 (0.22583750158548355) | > loss_disc_real_3: 0.2155725061893463 (0.2941098463535309) | > loss_disc_real_4: 0.20778334140777588 (0.23229219377040863) | > loss_disc_real_5: 0.26659464836120605 (0.2786309298872948) | > loss_0: 2.3396518230438232 (2.233907480239868) | > loss_gen: 2.5376815795898438 (2.8098801231384276) | > loss_kl: 2.0262556076049805 (1.9360735654830938) | > loss_feat: 7.185210227966309 (7.203545589447021) | > loss_mel: 18.176973342895508 (20.126453971862794) | > loss_duration: 2.3565616607666016 (2.2643789863586425) | > loss_1: 32.282684326171875 (34.340331954956056)  --> STEP: 26 | > loss_disc: 2.4266409873962402 (2.24132030743819) | > loss_disc_real_0: 0.09210211038589478 (0.10402837796853139) | > loss_disc_real_1: 0.17791041731834412 (0.17599779510727298) | > loss_disc_real_2: 0.15890686213970184 (0.22326324622218424) | > loss_disc_real_3: 0.15203124284744263 (0.28864528468021977) | > loss_disc_real_4: 0.12265238910913467 (0.22807527820651347) | > loss_disc_real_5: 0.16792675852775574 (0.27437307714269715) | > loss_0: 2.4266409873962402 (2.24132030743819) | > loss_gen: 1.8044053316116333 (2.7712080157720127) | > loss_kl: 1.8998677730560303 (1.9346810350051298) | > loss_feat: 8.767663955688477 (7.263703988148616) | > loss_mel: 14.581786155700684 (19.91319751739502) | > loss_duration: 2.2809362411499023 (2.265015803850614) | > loss_1: 29.334659576416016 (34.14780609424297) --> EVAL PERFORMANCE | > avg_loader_time: 0.002372136482825646 (-2.1255933321439203e-05) | > avg_loss_disc: 2.24132030743819 (-0.06868543991675757) | > avg_loss_disc_real_0: 0.10402837796853139 (-0.0002506232032409156) | > avg_loss_disc_real_1: 0.17599779510727298 (-0.13311525119038725) | > avg_loss_disc_real_2: 0.22326324622218424 (-0.007756713204658955) | > avg_loss_disc_real_3: 0.28864528468021977 (+0.0406355410814285) | > avg_loss_disc_real_4: 0.22807527820651347 (-0.015225954926930962) | > avg_loss_disc_real_5: 0.27437307714269715 (+0.046735379844903974) | > avg_loss_0: 2.24132030743819 (-0.06868543991675757) | > avg_loss_gen: 2.7712080157720127 (-0.043318743889147804) | > avg_loss_kl: 1.9346810350051298 (+0.06509269659335848) | > avg_loss_feat: 7.263703988148616 (-0.05520363954397389) | > avg_loss_mel: 19.91319751739502 (+0.3764198376582186) | > avg_loss_duration: 2.265015803850614 (+0.0053125803287210616) | > avg_loss_1: 34.14780609424297 (+0.3483022543100205)  > EPOCH: 81/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:30:05)   --> TIME: 2024-06-10 18:30:13 -- STEP: 19/330 -- GLOBAL_STEP: 114750 | > loss_disc: 2.2715282440185547 (2.262859626820213) | > loss_disc_real_0: 0.10598424077033997 (0.11650820743096502) | > loss_disc_real_1: 0.15069736540317535 (0.19582822762037577) | > loss_disc_real_2: 0.17269203066825867 (0.21870294134867818) | > loss_disc_real_3: 0.2295558899641037 (0.21781118292557566) | > loss_disc_real_4: 0.22718441486358643 (0.20663784287477793) | > loss_disc_real_5: 0.2456013709306717 (0.2124968359344884) | > loss_0: 2.2715282440185547 (2.262859626820213) | > grad_norm_0: tensor(9.4964, device='cuda:0') (tensor(7.6183, device='cuda:0')) | > loss_gen: 2.62005615234375 (2.527835155788221) | > loss_kl: 1.6310874223709106 (1.5927112102508545) | > loss_feat: 7.588156700134277 (6.645893046730443) | > loss_mel: 20.293811798095703 (20.201338215878135) | > loss_duration: 2.129204273223877 (2.214597601639597) | > loss_1: 34.26231384277344 (33.182375355770716) | > grad_norm_1: tensor(76.2058, device='cuda:0') (tensor(83.3909, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3409 (0.34406575403715434) | > loader_time: 0.0032 (0.003058019437287983)  --> TIME: 2024-06-10 18:30:22 -- STEP: 44/330 -- GLOBAL_STEP: 114775 | > loss_disc: 2.260882616043091 (2.2630727101456034) | > loss_disc_real_0: 0.08044882863759995 (0.11368881453844634) | > loss_disc_real_1: 0.1720026433467865 (0.198912844739177) | > loss_disc_real_2: 0.20756922662258148 (0.21671811626716095) | > loss_disc_real_3: 0.23698365688323975 (0.2199017605320974) | > loss_disc_real_4: 0.22868801653385162 (0.21178260479461064) | > loss_disc_real_5: 0.21405364573001862 (0.21234394813125784) | > loss_0: 2.260882616043091 (2.2630727101456034) | > grad_norm_0: tensor(7.2856, device='cuda:0') (tensor(9.4518, device='cuda:0')) | > loss_gen: 2.556506395339966 (2.577283252369274) | > loss_kl: 1.452483892440796 (1.575522387569601) | > loss_feat: 7.710536479949951 (7.012534759261391) | > loss_mel: 20.81733512878418 (20.42809169942682) | > loss_duration: 2.032052755355835 (2.1422326022928413) | > loss_1: 34.568912506103516 (33.73566458441995) | > grad_norm_1: tensor(104.0269, device='cuda:0') (tensor(109.2430, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3381 (0.34588839249177405) | > loader_time: 0.0032 (0.0031813328916376286)  --> TIME: 2024-06-10 18:30:31 -- STEP: 69/330 -- GLOBAL_STEP: 114800 | > loss_disc: 2.218848466873169 (2.270594221958215) | > loss_disc_real_0: 0.09831023216247559 (0.1137806045404379) | > loss_disc_real_1: 0.2668914794921875 (0.2011113309341928) | > loss_disc_real_2: 0.24597719311714172 (0.21750984135745227) | > loss_disc_real_3: 0.18551704287528992 (0.22044240326985068) | > loss_disc_real_4: 0.19910410046577454 (0.2136074205239614) | > loss_disc_real_5: 0.20395216345787048 (0.21007883332777713) | > loss_0: 2.218848466873169 (2.270594221958215) | > grad_norm_0: tensor(25.8363, device='cuda:0') (tensor(10.8342, device='cuda:0')) | > loss_gen: 2.7951290607452393 (2.5871778052786123) | > loss_kl: 1.7801775932312012 (1.583314278851385) | > loss_feat: 7.958831310272217 (7.084792655447255) | > loss_mel: 20.433822631835938 (20.444819132486977) | > loss_duration: 2.0397772789001465 (2.1171123411344452) | > loss_1: 35.00773620605469 (33.81721626502881) | > grad_norm_1: tensor(177.0070, device='cuda:0') (tensor(140.7574, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3506 (0.34952371016792627) | > loader_time: 0.0034 (0.003371971240942029)  --> TIME: 2024-06-10 18:30:40 -- STEP: 94/330 -- GLOBAL_STEP: 114825 | > loss_disc: 2.1588997840881348 (2.2613248989937142) | > loss_disc_real_0: 0.08077587187290192 (0.11359402917801066) | > loss_disc_real_1: 0.24470318853855133 (0.2031976342835325) | > loss_disc_real_2: 0.19316831231117249 (0.21501892599019598) | > loss_disc_real_3: 0.19358442723751068 (0.2196345995081232) | > loss_disc_real_4: 0.20773845911026 (0.21217342053956173) | > loss_disc_real_5: 0.2126760631799698 (0.20862369556376276) | > loss_0: 2.1588997840881348 (2.2613248989937142) | > grad_norm_0: tensor(24.5693, device='cuda:0') (tensor(11.9249, device='cuda:0')) | > loss_gen: 2.8860275745391846 (2.5921210862220603) | > loss_kl: 1.7733867168426514 (1.5850821010609895) | > loss_feat: 7.834325313568115 (7.133697803984297) | > loss_mel: 20.683652877807617 (20.390355739187687) | > loss_duration: 2.1001033782958984 (2.106842304797883) | > loss_1: 35.277496337890625 (33.80809921913959) | > grad_norm_1: tensor(341.4335, device='cuda:0') (tensor(162.3261, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3466 (0.35089763935576096) | > loader_time: 0.0036 (0.0034518292609681473)  --> TIME: 2024-06-10 18:30:49 -- STEP: 119/330 -- GLOBAL_STEP: 114850 | > loss_disc: 2.250911235809326 (2.256154115460499) | > loss_disc_real_0: 0.13026776909828186 (0.11485429151969798) | > loss_disc_real_1: 0.18746526539325714 (0.2024554647818333) | > loss_disc_real_2: 0.2134581208229065 (0.21414429149707825) | > loss_disc_real_3: 0.2270451933145523 (0.21971903453354075) | > loss_disc_real_4: 0.25167593359947205 (0.21187320263946757) | > loss_disc_real_5: 0.2187291383743286 (0.20810288854506837) | > loss_0: 2.250911235809326 (2.256154115460499) | > grad_norm_0: tensor(10.1395, device='cuda:0') (tensor(12.0516, device='cuda:0')) | > loss_gen: 2.6010217666625977 (2.600426894276082) | > loss_kl: 1.4722720384597778 (1.584557986059109) | > loss_feat: 7.053336143493652 (7.185447648793709) | > loss_mel: 21.26909065246582 (20.36170909785423) | > loss_duration: 2.0603673458099365 (2.1016473028840137) | > loss_1: 34.45608901977539 (33.83378912020131) | > grad_norm_1: tensor(138.7790, device='cuda:0') (tensor(157.7142, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3748 (0.3529326615213346) | > loader_time: 0.0038 (0.0035810731038325976)  --> TIME: 2024-06-10 18:30:59 -- STEP: 144/330 -- GLOBAL_STEP: 114875 | > loss_disc: 2.205378293991089 (2.258996896445751) | > loss_disc_real_0: 0.08170603960752487 (0.11349328607320783) | > loss_disc_real_1: 0.2041945457458496 (0.2027923886974653) | > loss_disc_real_2: 0.2046220898628235 (0.21545046319564182) | > loss_disc_real_3: 0.2277199625968933 (0.2203119382676151) | > loss_disc_real_4: 0.22074192762374878 (0.21271525726964075) | > loss_disc_real_5: 0.1994258165359497 (0.2090618037101295) | > loss_0: 2.205378293991089 (2.258996896445751) | > grad_norm_0: tensor(7.2966, device='cuda:0') (tensor(11.9827, device='cuda:0')) | > loss_gen: 2.7182745933532715 (2.605148512456152) | > loss_kl: 1.6416620016098022 (1.5841300562024117) | > loss_feat: 7.894829750061035 (7.217131535212199) | > loss_mel: 20.633203506469727 (20.388662987285198) | > loss_duration: 2.074371814727783 (2.1022450675566997) | > loss_1: 34.96234130859375 (33.8973184161716) | > grad_norm_1: tensor(91.2271, device='cuda:0') (tensor(159.8696, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3886 (0.3552187929550807) | > loader_time: 0.005 (0.0036877989768981934)  --> TIME: 2024-06-10 18:31:08 -- STEP: 169/330 -- GLOBAL_STEP: 114900 | > loss_disc: 2.278064727783203 (2.261725512482006) | > loss_disc_real_0: 0.1228518933057785 (0.1141073569302728) | > loss_disc_real_1: 0.1846587359905243 (0.2026366564120062) | > loss_disc_real_2: 0.2379506528377533 (0.2153352361458998) | > loss_disc_real_3: 0.2051609605550766 (0.22025287221874712) | > loss_disc_real_4: 0.2073076218366623 (0.21313268201943686) | > loss_disc_real_5: 0.22307293117046356 (0.209863099649813) | > loss_0: 2.278064727783203 (2.261725512482006) | > grad_norm_0: tensor(6.2205, device='cuda:0') (tensor(12.3315, device='cuda:0')) | > loss_gen: 2.55757212638855 (2.6011871035987815) | > loss_kl: 1.6003633737564087 (1.5898288396688616) | > loss_feat: 7.3545427322387695 (7.201104728427865) | > loss_mel: 19.3784122467041 (20.34613239130325) | > loss_duration: 2.1270081996917725 (2.103810547371588) | > loss_1: 33.01789855957031 (33.842063858664254) | > grad_norm_1: tensor(127.6254, device='cuda:0') (tensor(162.9573, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3758 (0.3577565850590812) | > loader_time: 0.0048 (0.0037885925473546134)  --> TIME: 2024-06-10 18:31:18 -- STEP: 194/330 -- GLOBAL_STEP: 114925 | > loss_disc: 2.255178213119507 (2.2582208981219027) | > loss_disc_real_0: 0.14003798365592957 (0.11458461708629253) | > loss_disc_real_1: 0.22211146354675293 (0.2027554423692301) | > loss_disc_real_2: 0.19984745979309082 (0.21453941797780005) | > loss_disc_real_3: 0.2248314768075943 (0.21990873326653057) | > loss_disc_real_4: 0.23072704672813416 (0.21270044393760643) | > loss_disc_real_5: 0.22077849507331848 (0.208952449876623) | > loss_0: 2.255178213119507 (2.2582208981219027) | > grad_norm_0: tensor(31.5415, device='cuda:0') (tensor(13.0390, device='cuda:0')) | > loss_gen: 2.562244176864624 (2.606738102804756) | > loss_kl: 1.68183171749115 (1.589188270962116) | > loss_feat: 6.800817966461182 (7.2253452355099705) | > loss_mel: 20.61496925354004 (20.332635043822616) | > loss_duration: 2.111334800720215 (2.1087939395118007) | > loss_1: 33.77119827270508 (33.862700845777375) | > grad_norm_1: tensor(356.8575, device='cuda:0') (tensor(174.5426, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3943 (0.3623696663944991) | > loader_time: 0.005 (0.003901973213117147)  --> TIME: 2024-06-10 18:31:28 -- STEP: 219/330 -- GLOBAL_STEP: 114950 | > loss_disc: 2.20389461517334 (2.2602570095018715) | > loss_disc_real_0: 0.1749185025691986 (0.11616890901299914) | > loss_disc_real_1: 0.19691430032253265 (0.20261071452267101) | > loss_disc_real_2: 0.1979486495256424 (0.21466150213049967) | > loss_disc_real_3: 0.20888745784759521 (0.22025612724698299) | > loss_disc_real_4: 0.1889890879392624 (0.21269976065311258) | > loss_disc_real_5: 0.20321789383888245 (0.20910517129723882) | > loss_0: 2.20389461517334 (2.2602570095018715) | > grad_norm_0: tensor(43.8235, device='cuda:0') (tensor(15.3222, device='cuda:0')) | > loss_gen: 2.654388427734375 (2.608327038211911) | > loss_kl: 1.6558047533035278 (1.590714180306213) | > loss_feat: 7.215272903442383 (7.237586395925582) | > loss_mel: 19.656200408935547 (20.319207901279675) | > loss_duration: 2.1696906089782715 (2.113917194000661) | > loss_1: 33.351356506347656 (33.869752936167245) | > grad_norm_1: tensor(280.0276, device='cuda:0') (tensor(184.2307, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.3909 (0.36639389599839295) | > loader_time: 0.007 (0.004052725012443928)  --> TIME: 2024-06-10 18:31:39 -- STEP: 244/330 -- GLOBAL_STEP: 114975 | > loss_disc: 2.272326946258545 (2.254774432201855) | > loss_disc_real_0: 0.10001347959041595 (0.11596700732336668) | > loss_disc_real_1: 0.18835444748401642 (0.2018214174103542) | > loss_disc_real_2: 0.17895007133483887 (0.214700630575907) | > loss_disc_real_3: 0.23288607597351074 (0.21978245272499616) | > loss_disc_real_4: 0.22187544405460358 (0.212261008556749) | > loss_disc_real_5: 0.2090473175048828 (0.2083037590882817) | > loss_0: 2.272326946258545 (2.254774432201855) | > grad_norm_0: tensor(40.6910, device='cuda:0') (tensor(16.4113, device='cuda:0')) | > loss_gen: 2.5997023582458496 (2.6190167548226544) | > loss_kl: 1.6142715215682983 (1.5874918953317114) | > loss_feat: 7.990204334259033 (7.274937840758777) | > loss_mel: 19.499523162841797 (20.2745017770861) | > loss_duration: 2.124347686767578 (2.121028559129746) | > loss_1: 33.82804870605469 (33.87697702157693) | > grad_norm_1: tensor(448.7935, device='cuda:0') (tensor(193.7426, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.4394 (0.37081857098907717) | > loader_time: 0.006 (0.004207913992834873)  --> TIME: 2024-06-10 18:31:49 -- STEP: 269/330 -- GLOBAL_STEP: 115000 | > loss_disc: 2.0480172634124756 (2.2478480445408033) | > loss_disc_real_0: 0.09043685346841812 (0.11547171505908982) | > loss_disc_real_1: 0.18933764100074768 (0.20150762818559842) | > loss_disc_real_2: 0.18854638934135437 (0.21460846686895005) | > loss_disc_real_3: 0.21958814561367035 (0.2191668803142349) | > loss_disc_real_4: 0.2168801873922348 (0.2111406988260028) | > loss_disc_real_5: 0.20892387628555298 (0.20724818404057652) | > loss_0: 2.0480172634124756 (2.2478480445408033) | > grad_norm_0: tensor(39.9570, device='cuda:0') (tensor(17.5980, device='cuda:0')) | > loss_gen: 2.777479648590088 (2.6341846822362864) | > loss_kl: 1.410099983215332 (1.5823019858186578) | > loss_feat: 8.382223129272461 (7.356772245527643) | > loss_mel: 21.166080474853516 (20.28685118097355) | > loss_duration: 2.214651107788086 (2.1278178470285405) | > loss_1: 35.950538635253906 (33.987928106882315) | > grad_norm_1: tensor(427.4131, device='cuda:0') (tensor(207.1924, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.4258 (0.3753673099673814) | > loader_time: 0.006 (0.004371623567489) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_115000.pth  --> TIME: 2024-06-10 18:32:07 -- STEP: 294/330 -- GLOBAL_STEP: 115025 | > loss_disc: 2.0972793102264404 (2.2444989932637647) | > loss_disc_real_0: 0.09551632404327393 (0.11506663066442727) | > loss_disc_real_1: 0.2036043107509613 (0.20168170525508677) | > loss_disc_real_2: 0.2547317147254944 (0.21428266872151364) | > loss_disc_real_3: 0.1873488426208496 (0.2184007941257386) | > loss_disc_real_4: 0.17100630700588226 (0.21062071165259993) | > loss_disc_real_5: 0.185739204287529 (0.206436565792074) | > loss_0: 2.0972793102264404 (2.2444989932637647) | > grad_norm_0: tensor(30.0011, device='cuda:0') (tensor(18.2003, device='cuda:0')) | > loss_gen: 2.8347294330596924 (2.6378615316079603) | > loss_kl: 1.512753963470459 (1.5796821425561196) | > loss_feat: 8.314735412597656 (7.379746995004667) | > loss_mel: 20.689985275268555 (20.26395195033275) | > loss_duration: 2.2689130306243896 (2.136307584996125) | > loss_1: 35.621116638183594 (33.99755038696082) | > grad_norm_1: tensor(225.4613, device='cuda:0') (tensor(220.1508, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.4405 (0.3817373230343774) | > loader_time: 0.0071 (0.004618167066249715)  --> TIME: 2024-06-10 18:32:20 -- STEP: 319/330 -- GLOBAL_STEP: 115050 | > loss_disc: 2.2275965213775635 (2.2458097710504803) | > loss_disc_real_0: 0.10869427025318146 (0.11620391427676506) | > loss_disc_real_1: 0.2519247829914093 (0.20240219586695257) | > loss_disc_real_2: 0.20623444020748138 (0.214036518083097) | > loss_disc_real_3: 0.18651904165744781 (0.21830740122585834) | > loss_disc_real_4: 0.1955934464931488 (0.21121402192265254) | > loss_disc_real_5: 0.15994946658611298 (0.20696274058011627) | > loss_0: 2.2275965213775635 (2.2458097710504803) | > grad_norm_0: tensor(24.1347, device='cuda:0') (tensor(18.2693, device='cuda:0')) | > loss_gen: 2.344757080078125 (2.6379685357072895) | > loss_kl: 1.6536918878555298 (1.5823107012386979) | > loss_feat: 8.44682788848877 (7.422493261977049) | > loss_mel: 20.45194435119629 (20.22496076960549) | > loss_duration: 2.3155529499053955 (2.1486278559346927) | > loss_1: 35.212772369384766 (34.016361302342915) | > grad_norm_1: tensor(129.3095, device='cuda:0') (tensor(224.3305, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.5871 (0.3917163815991632) | > loader_time: 0.0085 (0.004840893431517021)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.546290636062622 (2.546290636062622) | > loss_disc_real_0: 0.1647065281867981 (0.1647065281867981) | > loss_disc_real_1: 0.20259255170822144 (0.20259255170822144) | > loss_disc_real_2: 0.3776538372039795 (0.3776538372039795) | > loss_disc_real_3: 0.28579574823379517 (0.28579574823379517) | > loss_disc_real_4: 0.22360873222351074 (0.22360873222351074) | > loss_disc_real_5: 0.24344395101070404 (0.24344395101070404) | > loss_0: 2.546290636062622 (2.546290636062622) | > loss_gen: 2.5680816173553467 (2.5680816173553467) | > loss_kl: 1.6538736820220947 (1.6538736820220947) | > loss_feat: 5.6716837882995605 (5.6716837882995605) | > loss_mel: 18.3256893157959 (18.3256893157959) | > loss_duration: 2.662627696990967 (2.662627696990967) | > loss_1: 30.881956100463867 (30.881956100463867)  --> STEP: 1 | > loss_disc: 2.323812484741211 (2.323812484741211) | > loss_disc_real_0: 0.10347351431846619 (0.10347351431846619) | > loss_disc_real_1: 0.08614499866962433 (0.08614499866962433) | > loss_disc_real_2: 0.1661316603422165 (0.1661316603422165) | > loss_disc_real_3: 0.17438028752803802 (0.17438028752803802) | > loss_disc_real_4: 0.20803630352020264 (0.20803630352020264) | > loss_disc_real_5: 0.17103992402553558 (0.17103992402553558) | > loss_0: 2.323812484741211 (2.323812484741211) | > loss_gen: 2.2346463203430176 (2.2346463203430176) | > loss_kl: 1.9674313068389893 (1.9674313068389893) | > loss_feat: 7.260430335998535 (7.260430335998535) | > loss_mel: 21.024429321289062 (21.024429321289062) | > loss_duration: 2.341599702835083 (2.341599702835083) | > loss_1: 34.82853698730469 (34.82853698730469)  --> STEP: 2 | > loss_disc: 2.162937641143799 (2.243375062942505) | > loss_disc_real_0: 0.09282037615776062 (0.0981469452381134) | > loss_disc_real_1: 0.16153328120708466 (0.12383913993835449) | > loss_disc_real_2: 0.16443002223968506 (0.16528084129095078) | > loss_disc_real_3: 0.2735515534877777 (0.22396592050790787) | > loss_disc_real_4: 0.21444863080978394 (0.2112424671649933) | > loss_disc_real_5: 0.2852592170238495 (0.22814957052469254) | > loss_0: 2.162937641143799 (2.243375062942505) | > loss_gen: 2.7162013053894043 (2.475423812866211) | > loss_kl: 1.7684906721115112 (1.8679609894752502) | > loss_feat: 6.219637870788574 (6.740034103393555) | > loss_mel: 21.479825973510742 (21.252127647399902) | > loss_duration: 2.387455701828003 (2.364527702331543) | > loss_1: 34.57160949707031 (34.7000732421875)  --> STEP: 3 | > loss_disc: 1.983253002166748 (2.156667709350586) | > loss_disc_real_0: 0.05777759104967117 (0.08469049384196599) | > loss_disc_real_1: 0.1508830487728119 (0.13285377621650696) | > loss_disc_real_2: 0.18116752803325653 (0.17057640353838602) | > loss_disc_real_3: 0.17040541768074036 (0.2061124195655187) | > loss_disc_real_4: 0.24352973699569702 (0.22200489044189453) | > loss_disc_real_5: 0.2542222738265991 (0.23684047162532806) | > loss_0: 1.983253002166748 (2.156667709350586) | > loss_gen: 2.5683255195617676 (2.5063910484313965) | > loss_kl: 2.0353667736053467 (1.9237629175186157) | > loss_feat: 7.706203460693359 (7.062090555826823) | > loss_mel: 22.0046329498291 (21.502962748209637) | > loss_duration: 2.1555402278900146 (2.2948652108510337) | > loss_1: 36.470069885253906 (35.29007212320963)  --> STEP: 4 | > loss_disc: 2.2130298614501953 (2.1707582473754883) | > loss_disc_real_0: 0.076634980738163 (0.08267661556601524) | > loss_disc_real_1: 0.21997879445552826 (0.15463503077626228) | > loss_disc_real_2: 0.2513161301612854 (0.19076133519411087) | > loss_disc_real_3: 0.17676974833011627 (0.1987767517566681) | > loss_disc_real_4: 0.14695076644420624 (0.20324135944247246) | > loss_disc_real_5: 0.19326122105121613 (0.22594565898180008) | > loss_0: 2.2130298614501953 (2.1707582473754883) | > loss_gen: 2.769878387451172 (2.5722628831863403) | > loss_kl: 1.8405790328979492 (1.902966946363449) | > loss_feat: 7.000696659088135 (7.046742081642151) | > loss_mel: 20.931861877441406 (21.360187530517578) | > loss_duration: 2.2504563331604004 (2.2837629914283752) | > loss_1: 34.79347229003906 (35.16592216491699)  --> STEP: 5 | > loss_disc: 1.9156346321105957 (2.11973352432251) | > loss_disc_real_0: 0.07868361473083496 (0.08187801539897918) | > loss_disc_real_1: 0.1505843997001648 (0.15382490456104278) | > loss_disc_real_2: 0.23124553263187408 (0.1988581746816635) | > loss_disc_real_3: 0.17435698211193085 (0.19389279782772065) | > loss_disc_real_4: 0.13631927967071533 (0.18985694348812104) | > loss_disc_real_5: 0.13147032260894775 (0.20705059170722961) | > loss_0: 1.9156346321105957 (2.11973352432251) | > loss_gen: 2.5244081020355225 (2.5626919269561768) | > loss_kl: 1.8136292695999146 (1.8850994110107422) | > loss_feat: 7.173876762390137 (7.072169017791748) | > loss_mel: 21.506643295288086 (21.38947868347168) | > loss_duration: 2.350661277770996 (2.2971426486968993) | > loss_1: 35.36921691894531 (35.206581115722656)  --> STEP: 6 | > loss_disc: 2.133347988128662 (2.122002601623535) | > loss_disc_real_0: 0.09010523557662964 (0.08324921876192093) | > loss_disc_real_1: 0.12222786247730255 (0.1485587308804194) | > loss_disc_real_2: 0.271879643201828 (0.21102841943502426) | > loss_disc_real_3: 0.2874283194541931 (0.20948205143213272) | > loss_disc_real_4: 0.24810877442359924 (0.1995655819773674) | > loss_disc_real_5: 0.3181748688220978 (0.22557130455970764) | > loss_0: 2.133347988128662 (2.122002601623535) | > loss_gen: 2.8489584922790527 (2.6104030211766562) | > loss_kl: 2.1255879402160645 (1.9251808325449626) | > loss_feat: 6.993973731994629 (7.059136470158895) | > loss_mel: 22.123517990112305 (21.511818567911785) | > loss_duration: 2.1660585403442383 (2.275295297304789) | > loss_1: 36.258094787597656 (35.38183339436849)  --> STEP: 7 | > loss_disc: 2.4494314193725586 (2.1687781470162526) | > loss_disc_real_0: 0.17582422494888306 (0.09647421964577266) | > loss_disc_real_1: 0.18204143643379211 (0.15334197453090123) | > loss_disc_real_2: 0.31871986389160156 (0.2264129115002496) | > loss_disc_real_3: 0.2582509517669678 (0.21644903719425201) | > loss_disc_real_4: 0.2717449963092804 (0.2098769268819264) | > loss_disc_real_5: 0.2617916464805603 (0.23074563911982945) | > loss_0: 2.4494314193725586 (2.1687781470162526) | > loss_gen: 2.761054754257202 (2.6319246973310197) | > loss_kl: 2.441591501235962 (1.9989537852151054) | > loss_feat: 5.431869029998779 (6.826669692993164) | > loss_mel: 19.679338455200195 (21.25003569466727) | > loss_duration: 2.3610823154449463 (2.287550585610526) | > loss_1: 32.6749382019043 (34.99513408115932)  --> STEP: 8 | > loss_disc: 2.0667262077331543 (2.1560216546058655) | > loss_disc_real_0: 0.12707269191741943 (0.10029902867972851) | > loss_disc_real_1: 0.10464534908533096 (0.14725489635020494) | > loss_disc_real_2: 0.23809047043323517 (0.2278726063668728) | > loss_disc_real_3: 0.2149064987897873 (0.21625621989369392) | > loss_disc_real_4: 0.21958604454994202 (0.21109056659042835) | > loss_disc_real_5: 0.2837813198566437 (0.23737509921193123) | > loss_0: 2.0667262077331543 (2.1560216546058655) | > loss_gen: 3.34912109375 (2.7215742468833923) | > loss_kl: 2.332923412322998 (2.040699988603592) | > loss_feat: 9.724871635437012 (7.188944935798645) | > loss_mel: 21.095788955688477 (21.230754852294922) | > loss_duration: 2.204416275024414 (2.277158796787262) | > loss_1: 38.707122802734375 (35.4591326713562)  --> STEP: 9 | > loss_disc: 2.1583335399627686 (2.1562785307566323) | > loss_disc_real_0: 0.16513080894947052 (0.10750255982081096) | > loss_disc_real_1: 0.18717682361602783 (0.1516906660464075) | > loss_disc_real_2: 0.22496944665908813 (0.22755003306600782) | > loss_disc_real_3: 0.11184314638376236 (0.2046547672814793) | > loss_disc_real_4: 0.184894859790802 (0.20817993250158098) | > loss_disc_real_5: 0.15074729919433594 (0.2277497880988651) | > loss_0: 2.1583335399627686 (2.1562785307566323) | > loss_gen: 2.5060031414031982 (2.6976219018300376) | > loss_kl: 1.9042896032333374 (2.025543279118008) | > loss_feat: 9.353607177734375 (7.429462962680393) | > loss_mel: 22.22840690612793 (21.34160508049859) | > loss_duration: 2.1444153785705566 (2.262409528096517) | > loss_1: 38.13672637939453 (35.75664308336046)  --> STEP: 10 | > loss_disc: 2.4248204231262207 (2.1831327199935915) | > loss_disc_real_0: 0.1937279999256134 (0.1161251038312912) | > loss_disc_real_1: 0.2607237994670868 (0.16259397938847542) | > loss_disc_real_2: 0.25430768728256226 (0.23022579848766328) | > loss_disc_real_3: 0.17274007201194763 (0.20146329775452615) | > loss_disc_real_4: 0.1322333812713623 (0.2005852773785591) | > loss_disc_real_5: 0.2197691798210144 (0.22695172727108) | > loss_0: 2.4248204231262207 (2.1831327199935915) | > loss_gen: 2.4356062412261963 (2.6714203357696533) | > loss_kl: 1.525650978088379 (1.9755540490150452) | > loss_feat: 5.489043235778809 (7.235420989990234) | > loss_mel: 19.500024795532227 (21.157447052001952) | > loss_duration: 2.2514586448669434 (2.2613144397735594) | > loss_1: 31.201784133911133 (35.30115718841553)  --> STEP: 11 | > loss_disc: 2.124603748321533 (2.1778119043870405) | > loss_disc_real_0: 0.14284101128578186 (0.11855382269079034) | > loss_disc_real_1: 0.17235510051250458 (0.16348135403611444) | > loss_disc_real_2: 0.22905287146568298 (0.23011916875839233) | > loss_disc_real_3: 0.23857814073562622 (0.2048373743891716) | > loss_disc_real_4: 0.24431830644607544 (0.20456100729378787) | > loss_disc_real_5: 0.2451058030128479 (0.22860209779305893) | > loss_0: 2.124603748321533 (2.1778119043870405) | > loss_gen: 3.0186305046081543 (2.7029848965731533) | > loss_kl: 2.044729709625244 (1.981842745434154) | > loss_feat: 6.681839942932129 (7.18509544025768) | > loss_mel: 14.674518585205078 (20.56808991865678) | > loss_duration: 2.3820133209228516 (2.272287065332586) | > loss_1: 28.801733016967773 (34.71030044555664)  --> STEP: 12 | > loss_disc: 2.0922982692718506 (2.1706857681274414) | > loss_disc_real_0: 0.06810195744037628 (0.11434950058658917) | > loss_disc_real_1: 0.17115245759487152 (0.16412061266601086) | > loss_disc_real_2: 0.13733099400997162 (0.2223868208626906) | > loss_disc_real_3: 0.1418657749891281 (0.19958974110583463) | > loss_disc_real_4: 0.09670869261026382 (0.1955733144034942) | > loss_disc_real_5: 0.15901890397071838 (0.22280349830786386) | > loss_0: 2.0922982692718506 (2.1706857681274414) | > loss_gen: 2.2756402492523193 (2.6673728426297507) | > loss_kl: 2.1091723442077637 (1.992453545331955) | > loss_feat: 7.167970180511475 (7.183668335278829) | > loss_mel: 22.907756805419922 (20.76306215922038) | > loss_duration: 2.1910738945007324 (2.265519301096598) | > loss_1: 36.651611328125 (34.87207635243734)  --> STEP: 13 | > loss_disc: 2.4313600063323975 (2.190737632604746) | > loss_disc_real_0: 0.24572575092315674 (0.12445536599709438) | > loss_disc_real_1: 0.22498354315757751 (0.1688023765499775) | > loss_disc_real_2: 0.2813332974910736 (0.22692116521872008) | > loss_disc_real_3: 0.3591897189617157 (0.21186666247936395) | > loss_disc_real_4: 0.23716887831687927 (0.1987729731660623) | > loss_disc_real_5: 0.24408641457557678 (0.22444064571307257) | > loss_0: 2.4313600063323975 (2.190737632604746) | > loss_gen: 3.172945261001587 (2.7062630286583533) | > loss_kl: 1.614879846572876 (1.9634094146581798) | > loss_feat: 7.406222820281982 (7.200787911048303) | > loss_mel: 18.56825065612793 (20.594230505136345) | > loss_duration: 2.1213409900665283 (2.254428661786593) | > loss_1: 32.88364028930664 (34.71911973219652)  --> STEP: 14 | > loss_disc: 2.1610217094421387 (2.1886150666645596) | > loss_disc_real_0: 0.10149534791707993 (0.12281536470566477) | > loss_disc_real_1: 0.13389632105827332 (0.16630908687199866) | > loss_disc_real_2: 0.3101867437362671 (0.232868706541402) | > loss_disc_real_3: 0.17995712161064148 (0.2095874095601695) | > loss_disc_real_4: 0.1480497568845749 (0.1951498862888132) | > loss_disc_real_5: 0.22238992154598236 (0.22429416541542327) | > loss_0: 2.1610217094421387 (2.1886150666645596) | > loss_gen: 2.4550721645355225 (2.688320824078151) | > loss_kl: 2.0459578037261963 (1.969305728163038) | > loss_feat: 8.766462326049805 (7.312621797834124) | > loss_mel: 22.167011260986328 (20.706571987697057) | > loss_duration: 2.384396553039551 (2.263712082590376) | > loss_1: 37.81889724731445 (34.9405324118478)  --> STEP: 15 | > loss_disc: 2.198672294616699 (2.1892855485280354) | > loss_disc_real_0: 0.10429120063781738 (0.12158042043447495) | > loss_disc_real_1: 0.15247270464897156 (0.1653866613904635) | > loss_disc_real_2: 0.2679717540740967 (0.2352089097102483) | > loss_disc_real_3: 0.23565606772899628 (0.21132532010475794) | > loss_disc_real_4: 0.19500671327114105 (0.19514034142096837) | > loss_disc_real_5: 0.31120598316192627 (0.23008828659852346) | > loss_0: 2.198672294616699 (2.1892855485280354) | > loss_gen: 2.6507320404052734 (2.685814905166626) | > loss_kl: 2.3284029960632324 (1.993245546023051) | > loss_feat: 9.068373680114746 (7.429671923319499) | > loss_mel: 19.246381759643555 (20.60922597249349) | > loss_duration: 2.289750099182129 (2.2654479503631593) | > loss_1: 35.583641052246094 (34.98340632120768)  --> STEP: 16 | > loss_disc: 1.9631134271621704 (2.175149790942669) | > loss_disc_real_0: 0.0763792097568512 (0.11875534476712346) | > loss_disc_real_1: 0.20913861691951752 (0.1681211586110294) | > loss_disc_real_2: 0.2380009889602661 (0.23538341466337442) | > loss_disc_real_3: 0.16445164382457733 (0.20839571533724666) | > loss_disc_real_4: 0.14775976538658142 (0.1921790554188192) | > loss_disc_real_5: 0.1581801325082779 (0.2255940269678831) | > loss_0: 1.9631134271621704 (2.175149790942669) | > loss_gen: 2.7493624687194824 (2.6897866278886795) | > loss_kl: 1.9259823560714722 (1.9890415966510773) | > loss_feat: 9.35374641418457 (7.549926578998566) | > loss_mel: 18.77456283569336 (20.49455952644348) | > loss_duration: 2.3376834392547607 (2.2699626684188843) | > loss_1: 35.14133834838867 (34.993277072906494)  --> STEP: 17 | > loss_disc: 1.958500623703003 (2.162405722281512) | > loss_disc_real_0: 0.16829922795295715 (0.12166969083687838) | > loss_disc_real_1: 0.15163162350654602 (0.1671511859578245) | > loss_disc_real_2: 0.20698881149291992 (0.2337131438886418) | > loss_disc_real_3: 0.14428159594535828 (0.20462429654948852) | > loss_disc_real_4: 0.13724081218242645 (0.18894739405197256) | > loss_disc_real_5: 0.12806913256645203 (0.21985726847368128) | > loss_0: 1.958500623703003 (2.162405722281512) | > loss_gen: 2.579831123352051 (2.683318657033584) | > loss_kl: 1.7694696187973022 (1.9761255979537964) | > loss_feat: 6.886673927307129 (7.510911717134364) | > loss_mel: 19.674087524414062 (20.446296467500574) | > loss_duration: 2.350327491760254 (2.2746900109683765) | > loss_1: 33.2603874206543 (34.891342387479895)  --> STEP: 18 | > loss_disc: 1.666048288345337 (2.134830309285058) | > loss_disc_real_0: 0.11840279400348663 (0.12148819656835662) | > loss_disc_real_1: 0.11298398673534393 (0.16414189711213112) | > loss_disc_real_2: 0.14403431117534637 (0.22873098651568094) | > loss_disc_real_3: 0.10963152348995209 (0.19934692026840317) | > loss_disc_real_4: 0.15058304369449615 (0.18681604125433499) | > loss_disc_real_5: 0.14344584941864014 (0.21561218963729012) | > loss_0: 1.666048288345337 (2.134830309285058) | > loss_gen: 3.0217161178588867 (2.7021185159683228) | > loss_kl: 1.6321316957473755 (1.9570148256089952) | > loss_feat: 10.560810089111328 (7.680350515577528) | > loss_mel: 21.573673248291016 (20.508928510877823) | > loss_duration: 2.2224016189575195 (2.271785100301107) | > loss_1: 39.01073455810547 (35.120197508070206)  --> STEP: 19 | > loss_disc: 2.4225285053253174 (2.1499723196029663) | > loss_disc_real_0: 0.09290063381195068 (0.11998358800223) | > loss_disc_real_1: 0.1400025337934494 (0.1628714043058847) | > loss_disc_real_2: 0.2305998057126999 (0.2288293454207872) | > loss_disc_real_3: 0.21992577612400055 (0.20043001794501356) | > loss_disc_real_4: 0.16878828406333923 (0.1858672119284931) | > loss_disc_real_5: 0.2217540144920349 (0.21593544357701352) | > loss_0: 2.4225285053253174 (2.1499723196029663) | > loss_gen: 2.1302993297576904 (2.672022769325658) | > loss_kl: 1.6684882640838623 (1.9418292171076725) | > loss_feat: 7.319370746612549 (7.661351580368845) | > loss_mel: 21.1039981842041 (20.54024796736868) | > loss_duration: 2.322124481201172 (2.27443454140111) | > loss_1: 34.544281005859375 (35.089886113217005)  --> STEP: 20 | > loss_disc: 2.0471341609954834 (2.1448304116725923) | > loss_disc_real_0: 0.12971358001232147 (0.12047008760273456) | > loss_disc_real_1: 0.1371050626039505 (0.161583087220788) | > loss_disc_real_2: 0.23258373141288757 (0.22901706472039224) | > loss_disc_real_3: 0.16905061900615692 (0.19886104799807072) | > loss_disc_real_4: 0.1597221940755844 (0.18455996103584765) | > loss_disc_real_5: 0.1955823451280594 (0.21491778865456582) | > loss_0: 2.0471341609954834 (2.1448304116725923) | > loss_gen: 2.6526851654052734 (2.6710558891296388) | > loss_kl: 1.8679373264312744 (1.9381346225738525) | > loss_feat: 6.878955841064453 (7.622231793403626) | > loss_mel: 20.76294708251953 (20.55138292312622) | > loss_duration: 2.326256513595581 (2.2770256400108337) | > loss_1: 34.4887809753418 (35.059830856323245)  --> STEP: 21 | > loss_disc: 2.153857707977295 (2.145260282925197) | > loss_disc_real_0: 0.06551553308963776 (0.11785320405449186) | > loss_disc_real_1: 0.19778858125209808 (0.1633071583651361) | > loss_disc_real_2: 0.22458162903785706 (0.22880585349741436) | > loss_disc_real_3: 0.18799902498722076 (0.19834380880707786) | > loss_disc_real_4: 0.2212762087583542 (0.18630835378453844) | > loss_disc_real_5: 0.22766876220703125 (0.2155249778713499) | > loss_0: 2.153857707977295 (2.145260282925197) | > loss_gen: 2.5093841552734375 (2.6633572351364863) | > loss_kl: 1.8765894174575806 (1.9352038985206967) | > loss_feat: 6.353885650634766 (7.56183435803368) | > loss_mel: 20.980854034423828 (20.571833928426106) | > loss_duration: 2.156247615814209 (2.27127430552528) | > loss_1: 33.87696075439453 (35.00350370861235)  --> STEP: 22 | > loss_disc: 1.8220891952514648 (2.1305706880309363) | > loss_disc_real_0: 0.1374383121728897 (0.11874343624169176) | > loss_disc_real_1: 0.1890507936477661 (0.16447732360525566) | > loss_disc_real_2: 0.11320842802524567 (0.22355142506686124) | > loss_disc_real_3: 0.15710163116455078 (0.19646916436878117) | > loss_disc_real_4: 0.11147177964448929 (0.18290669132362714) | > loss_disc_real_5: 0.11510565876960754 (0.21096046336672522) | > loss_0: 1.8220891952514648 (2.1305706880309363) | > loss_gen: 2.6677021980285645 (2.6635547334497627) | > loss_kl: 2.0850014686584473 (1.9420128789815037) | > loss_feat: 8.694598197937012 (7.613323623483831) | > loss_mel: 21.260299682617188 (20.603127826343883) | > loss_duration: 2.1660940647125244 (2.266493385488337) | > loss_1: 36.87369918823242 (35.088512594049625)  --> STEP: 23 | > loss_disc: 2.4052908420562744 (2.142515042553777) | > loss_disc_real_0: 0.10949490964412689 (0.11834132638962372) | > loss_disc_real_1: 0.16967199742794037 (0.16470317898885065) | > loss_disc_real_2: 0.32431015372276306 (0.22793223935624826) | > loss_disc_real_3: 0.17654868960380554 (0.19560305677030398) | > loss_disc_real_4: 0.20473261177539825 (0.18385564438674762) | > loss_disc_real_5: 0.19238658249378204 (0.21015290332877118) | > loss_0: 2.4052908420562744 (2.142515042553777) | > loss_gen: 2.283297300338745 (2.6470218015753706) | > loss_kl: 1.9093581438064575 (1.9405931078869363) | > loss_feat: 5.274352073669434 (7.51162920827451) | > loss_mel: 18.01516342163086 (20.49060763483462) | > loss_duration: 2.2534432411193848 (2.265925987907078) | > loss_1: 29.735612869262695 (34.85577782340672)  --> STEP: 24 | > loss_disc: 2.573915958404541 (2.1604900807142253) | > loss_disc_real_0: 0.0816262811422348 (0.11681153283764918) | > loss_disc_real_1: 0.22455152869224548 (0.16719686022649208) | > loss_disc_real_2: 0.3675743639469147 (0.23375066121419272) | > loss_disc_real_3: 0.2515627145767212 (0.19793470917890468) | > loss_disc_real_4: 0.2628926634788513 (0.18714885351558527) | > loss_disc_real_5: 0.2677973210811615 (0.21255475406845412) | > loss_0: 2.573915958404541 (2.1604900807142253) | > loss_gen: 2.213550567626953 (2.628960500160853) | > loss_kl: 1.963212251663208 (1.9415355722109477) | > loss_feat: 5.137291431427002 (7.41269846757253) | > loss_mel: 20.190889358520508 (20.478119373321533) | > loss_duration: 2.3607521057128906 (2.269877076148987) | > loss_1: 31.86569595336914 (34.731191078821816)  --> STEP: 25 | > loss_disc: 2.4011504650115967 (2.17011649608612) | > loss_disc_real_0: 0.16171211004257202 (0.1186075559258461) | > loss_disc_real_1: 0.17572486400604248 (0.1675379803776741) | > loss_disc_real_2: 0.28695106506347656 (0.23587867736816406) | > loss_disc_real_3: 0.31879308819770813 (0.20276904433965684) | > loss_disc_real_4: 0.2551385164260864 (0.18986844003200531) | > loss_disc_real_5: 0.2936488389968872 (0.21579851746559142) | > loss_0: 2.4011504650115967 (2.17011649608612) | > loss_gen: 2.8336620330810547 (2.637148561477661) | > loss_kl: 1.8883353471755981 (1.9394075632095338) | > loss_feat: 8.358205795288086 (7.4505187606811525) | > loss_mel: 18.98293685913086 (20.418312072753906) | > loss_duration: 2.326646566390991 (2.272147855758667) | > loss_1: 34.38978576660156 (34.71753486633301)  --> STEP: 26 | > loss_disc: 2.440605640411377 (2.1805199247140146) | > loss_disc_real_0: 0.05932275205850601 (0.11632737116171764) | > loss_disc_real_1: 0.17373862862586975 (0.16777646684875855) | > loss_disc_real_2: 0.28686225414276123 (0.23783958416718703) | > loss_disc_real_3: 0.20127218961715698 (0.20271147300417608) | > loss_disc_real_4: 0.14718693494796753 (0.18822684368261924) | > loss_disc_real_5: 0.27891242504119873 (0.21822597544926864) | > loss_0: 2.440605640411377 (2.1805199247140146) | > loss_gen: 2.292900800704956 (2.6239082629864035) | > loss_kl: 2.181163787841797 (1.9487058795415437) | > loss_feat: 9.339338302612305 (7.523165666140043) | > loss_mel: 14.17910385131836 (20.178342525775616) | > loss_duration: 2.276505708694458 (2.2723154654869666) | > loss_1: 30.269012451171875 (34.54643785036528) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023089005396916312 (-6.323594313401492e-05) | > avg_loss_disc: 2.1805199247140146 (-0.06080038272417543) | > avg_loss_disc_real_0: 0.11632737116171764 (+0.012298993193186253) | > avg_loss_disc_real_1: 0.16777646684875855 (-0.008221328258514432) | > avg_loss_disc_real_2: 0.23783958416718703 (+0.014576337945002793) | > avg_loss_disc_real_3: 0.20271147300417608 (-0.08593381167604369) | > avg_loss_disc_real_4: 0.18822684368261924 (-0.03984843452389422) | > avg_loss_disc_real_5: 0.21822597544926864 (-0.056147101693428514) | > avg_loss_0: 2.1805199247140146 (-0.06080038272417543) | > avg_loss_gen: 2.6239082629864035 (-0.14729975278560925) | > avg_loss_kl: 1.9487058795415437 (+0.01402484453641395) | > avg_loss_feat: 7.523165666140043 (+0.2594616779914274) | > avg_loss_mel: 20.178342525775616 (+0.2651450083805962) | > avg_loss_duration: 2.2723154654869666 (+0.007299661636352539) | > avg_loss_1: 34.54643785036528 (+0.39863175612230606)  > EPOCH: 82/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:32:45)   --> TIME: 2024-06-10 18:32:50 -- STEP: 14/330 -- GLOBAL_STEP: 115075 | > loss_disc: 2.282175064086914 (2.195766108376639) | > loss_disc_real_0: 0.14049610495567322 (0.1164553053677082) | > loss_disc_real_1: 0.19617924094200134 (0.20249064692429133) | > loss_disc_real_2: 0.2160079926252365 (0.2061601930430957) | > loss_disc_real_3: 0.22224925458431244 (0.21091416691030776) | > loss_disc_real_4: 0.18318112194538116 (0.19653877722365515) | > loss_disc_real_5: 0.19061434268951416 (0.20272923580237798) | > loss_0: 2.282175064086914 (2.195766108376639) | > grad_norm_0: tensor(7.7067, device='cuda:0') (tensor(13.8666, device='cuda:0')) | > loss_gen: 2.5427815914154053 (2.6725142853600636) | > loss_kl: 1.5186430215835571 (1.5358533774103438) | > loss_feat: 6.6921305656433105 (7.1467297077178955) | > loss_mel: 18.882970809936523 (20.4291261945452) | > loss_duration: 2.1309077739715576 (2.2455411979130337) | > loss_1: 31.767433166503906 (34.02976499285016) | > grad_norm_1: tensor(211.5987, device='cuda:0') (tensor(124.7508, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.3459 (0.340113776070731) | > loader_time: 0.0029 (0.002876877784729004)  --> TIME: 2024-06-10 18:32:59 -- STEP: 39/330 -- GLOBAL_STEP: 115100 | > loss_disc: 2.120839834213257 (2.222312377049373) | > loss_disc_real_0: 0.09922949969768524 (0.114360806842645) | > loss_disc_real_1: 0.19488222897052765 (0.20670914611755273) | > loss_disc_real_2: 0.1790020763874054 (0.21040582771484667) | > loss_disc_real_3: 0.2006586790084839 (0.21758879873997125) | > loss_disc_real_4: 0.19398684799671173 (0.20580644370653692) | > loss_disc_real_5: 0.20371703803539276 (0.20491223266491523) | > loss_0: 2.120839834213257 (2.222312377049373) | > grad_norm_0: tensor(13.0445, device='cuda:0') (tensor(13.0704, device='cuda:0')) | > loss_gen: 2.7359886169433594 (2.6651604848030286) | > loss_kl: 1.717932105064392 (1.5619815496297984) | > loss_feat: 8.055617332458496 (7.285518462841328) | > loss_mel: 20.20254135131836 (20.428047571426784) | > loss_duration: 2.08695912361145 (2.155390751667512) | > loss_1: 34.79903793334961 (34.096098777575385) | > grad_norm_1: tensor(88.3202, device='cuda:0') (tensor(159.3691, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.3539 (0.3424732623956142) | > loader_time: 0.0038 (0.0031053591997195515)  --> TIME: 2024-06-10 18:33:08 -- STEP: 64/330 -- GLOBAL_STEP: 115125 | > loss_disc: 2.227231025695801 (2.2306120954453936) | > loss_disc_real_0: 0.1251852959394455 (0.11735446518287063) | > loss_disc_real_1: 0.20019584894180298 (0.20611546700820327) | > loss_disc_real_2: 0.17407511174678802 (0.21269753598608077) | > loss_disc_real_3: 0.2133246660232544 (0.21799306152388453) | > loss_disc_real_4: 0.17017804086208344 (0.20546157378703356) | > loss_disc_real_5: 0.16564878821372986 (0.20355060044676065) | > loss_0: 2.227231025695801 (2.2306120954453936) | > grad_norm_0: tensor(3.6495, device='cuda:0') (tensor(11.8878, device='cuda:0')) | > loss_gen: 2.662076234817505 (2.6619619652628894) | > loss_kl: 1.678380012512207 (1.5661001931875944) | > loss_feat: 7.7104644775390625 (7.352409087121487) | > loss_mel: 21.057170867919922 (20.515313863754272) | > loss_duration: 2.085615873336792 (2.1224366538226596) | > loss_1: 35.19370651245117 (34.21822172403335) | > grad_norm_1: tensor(78.2618, device='cuda:0') (tensor(138.2103, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.3714 (0.3461847640573978) | > loader_time: 0.0033 (0.003225032240152359)  --> TIME: 2024-06-10 18:33:18 -- STEP: 89/330 -- GLOBAL_STEP: 115150 | > loss_disc: 2.4029183387756348 (2.236354602856582) | > loss_disc_real_0: 0.10124699771404266 (0.1163632765077473) | > loss_disc_real_1: 0.2078583687543869 (0.20460675723767013) | > loss_disc_real_2: 0.2671654522418976 (0.21488445042894128) | > loss_disc_real_3: 0.24152740836143494 (0.21904074459263448) | > loss_disc_real_4: 0.23290018737316132 (0.20766894854186627) | > loss_disc_real_5: 0.21300460398197174 (0.20588578367501162) | > loss_0: 2.4029183387756348 (2.236354602856582) | > grad_norm_0: tensor(7.1020, device='cuda:0') (tensor(11.5251, device='cuda:0')) | > loss_gen: 2.5139365196228027 (2.659710377789615) | > loss_kl: 1.5585156679153442 (1.567357130264968) | > loss_feat: 6.833250045776367 (7.352211368217897) | > loss_mel: 20.41590118408203 (20.395803280091016) | > loss_duration: 2.101754665374756 (2.1077498331498563) | > loss_1: 33.42335891723633 (34.082832014962506) | > grad_norm_1: tensor(221.3573, device='cuda:0') (tensor(147.1494, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.4048 (0.35292181807957335) | > loader_time: 0.0042 (0.003355500403414951)  --> TIME: 2024-06-10 18:33:27 -- STEP: 114/330 -- GLOBAL_STEP: 115175 | > loss_disc: 2.2161269187927246 (2.241086031261242) | > loss_disc_real_0: 0.08910790085792542 (0.11438613463389247) | > loss_disc_real_1: 0.19461359083652496 (0.20460248908452822) | > loss_disc_real_2: 0.1989162713289261 (0.2144290859761991) | > loss_disc_real_3: 0.23487484455108643 (0.218729095892948) | > loss_disc_real_4: 0.22648340463638306 (0.20841748816402336) | > loss_disc_real_5: 0.2110651433467865 (0.20614846848082125) | > loss_0: 2.2161269187927246 (2.241086031261242) | > grad_norm_0: tensor(29.6904, device='cuda:0') (tensor(13.6372, device='cuda:0')) | > loss_gen: 2.5874412059783936 (2.65217990205999) | > loss_kl: 1.5838595628738403 (1.5647917306214048) | > loss_feat: 7.929782867431641 (7.345698515574138) | > loss_mel: 21.69036865234375 (20.418762742427358) | > loss_duration: 2.1072473526000977 (2.1032849560704148) | > loss_1: 35.89869689941406 (34.0847179178606) | > grad_norm_1: tensor(346.6084, device='cuda:0') (tensor(180.6474, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.361 (0.3580612216079444) | > loader_time: 0.0041 (0.0034984852138318515)  --> TIME: 2024-06-10 18:33:37 -- STEP: 139/330 -- GLOBAL_STEP: 115200 | > loss_disc: 1.7268364429473877 (2.2288543749198633) | > loss_disc_real_0: 0.05656025931239128 (0.11052357716311653) | > loss_disc_real_1: 0.16347232460975647 (0.20289865704320317) | > loss_disc_real_2: 0.18494874238967896 (0.21553773063121082) | > loss_disc_real_3: 0.16382041573524475 (0.2189925707501473) | > loss_disc_real_4: 0.07538032531738281 (0.20480422048474387) | > loss_disc_real_5: 0.13107894361019135 (0.20653160259449224) | > loss_0: 1.7268364429473877 (2.2288543749198633) | > grad_norm_0: tensor(14.5199, device='cuda:0') (tensor(14.4840, device='cuda:0')) | > loss_gen: 3.257235050201416 (2.6875905664704685) | > loss_kl: 1.5833503007888794 (1.5615575176348788) | > loss_feat: 9.41502857208252 (7.431367383586417) | > loss_mel: 20.2958927154541 (20.43434992454035) | > loss_duration: 2.165351629257202 (2.1040316837297066) | > loss_1: 36.71685791015625 (34.218897112839514) | > grad_norm_1: tensor(380.7078, device='cuda:0') (tensor(184.1561, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.4054 (0.3617511481689892) | > loader_time: 0.0047 (0.0036401834419305377)  --> TIME: 2024-06-10 18:33:47 -- STEP: 164/330 -- GLOBAL_STEP: 115225 | > loss_disc: 2.5510900020599365 (2.2448280635403415) | > loss_disc_real_0: 0.28919827938079834 (0.1117346995033142) | > loss_disc_real_1: 0.19008880853652954 (0.20336533310573277) | > loss_disc_real_2: 0.1938864290714264 (0.21591919260780987) | > loss_disc_real_3: 0.23549886047840118 (0.22052221290948915) | > loss_disc_real_4: 0.4137842655181885 (0.21025505752825155) | > loss_disc_real_5: 0.26044991612434387 (0.20729576605485706) | > loss_0: 2.5510900020599365 (2.2448280635403415) | > grad_norm_0: tensor(64.2999, device='cuda:0') (tensor(18.3192, device='cuda:0')) | > loss_gen: 2.6914305686950684 (2.7007776556945435) | > loss_kl: 1.6713957786560059 (1.5601454558895853) | > loss_feat: 6.833917617797852 (7.428868026268192) | > loss_mel: 19.780004501342773 (20.398742187313918) | > loss_duration: 2.167151927947998 (2.104392116389624) | > loss_1: 33.14390182495117 (34.19292548807656) | > grad_norm_1: tensor(370.4084, device='cuda:0') (tensor(197.8547, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.3864 (0.36373365797647617) | > loader_time: 0.0043 (0.003768775521255121)  --> TIME: 2024-06-10 18:33:56 -- STEP: 189/330 -- GLOBAL_STEP: 115250 | > loss_disc: 2.2260384559631348 (2.2423053563587225) | > loss_disc_real_0: 0.09465467184782028 (0.11400526109590102) | > loss_disc_real_1: 0.19699299335479736 (0.20237065985719993) | > loss_disc_real_2: 0.16030746698379517 (0.21455637952953419) | > loss_disc_real_3: 0.21069689095020294 (0.22006192472245958) | > loss_disc_real_4: 0.23762042820453644 (0.20942616620391766) | > loss_disc_real_5: 0.21970286965370178 (0.2072971639809785) | > loss_0: 2.2260384559631348 (2.2423053563587225) | > grad_norm_0: tensor(28.2662, device='cuda:0') (tensor(20.5734, device='cuda:0')) | > loss_gen: 2.731879234313965 (2.7024316800334462) | > loss_kl: 1.538673758506775 (1.5554594539460682) | > loss_feat: 7.107756614685059 (7.44448212971763) | > loss_mel: 19.929182052612305 (20.340658278692338) | > loss_duration: 2.1492724418640137 (2.109194968112561) | > loss_1: 33.456764221191406 (34.15222659439006) | > grad_norm_1: tensor(328.9964, device='cuda:0') (tensor(217.4962, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.3784 (0.3658283387542401) | > loader_time: 0.0046 (0.0038814418530338027)  --> TIME: 2024-06-10 18:34:06 -- STEP: 214/330 -- GLOBAL_STEP: 115275 | > loss_disc: 2.293487548828125 (2.2392133647036316) | > loss_disc_real_0: 0.1087876632809639 (0.1139579749030766) | > loss_disc_real_1: 0.18329575657844543 (0.20198107176573477) | > loss_disc_real_2: 0.1974097043275833 (0.21419361811653476) | > loss_disc_real_3: 0.22743582725524902 (0.21991537392975014) | > loss_disc_real_4: 0.22313237190246582 (0.20955392829725675) | > loss_disc_real_5: 0.21323224902153015 (0.20750696407021763) | > loss_0: 2.293487548828125 (2.2392133647036316) | > grad_norm_0: tensor(20.7897, device='cuda:0') (tensor(20.2511, device='cuda:0')) | > loss_gen: 2.41093111038208 (2.694674308054915) | > loss_kl: 1.6101666688919067 (1.5586834811718664) | > loss_feat: 6.323703765869141 (7.4377134537028375) | > loss_mel: 18.751787185668945 (20.295282542148485) | > loss_duration: 2.2004735469818115 (2.1143109380641816) | > loss_1: 31.297061920166016 (34.10066482508297) | > grad_norm_1: tensor(102.1798, device='cuda:0') (tensor(226.7027, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.4146 (0.36905840735569173) | > loader_time: 0.005 (0.004002914250454056)  --> TIME: 2024-06-10 18:34:17 -- STEP: 239/330 -- GLOBAL_STEP: 115300 | > loss_disc: 2.2045416831970215 (2.2412682691877346) | > loss_disc_real_0: 0.09777721762657166 (0.11377504363531347) | > loss_disc_real_1: 0.14809153974056244 (0.20206362832041466) | > loss_disc_real_2: 0.21300862729549408 (0.21423561871051788) | > loss_disc_real_3: 0.22139094769954681 (0.22011983475675143) | > loss_disc_real_4: 0.21281619369983673 (0.21039056322814031) | > loss_disc_real_5: 0.21429932117462158 (0.2079710903651545) | > loss_0: 2.2045416831970215 (2.2412682691877346) | > grad_norm_0: tensor(10.9368, device='cuda:0') (tensor(19.6712, device='cuda:0')) | > loss_gen: 2.63517427444458 (2.678916797478329) | > loss_kl: 1.4835275411605835 (1.5593721896534685) | > loss_feat: 7.420496940612793 (7.4006583301592075) | > loss_mel: 20.105201721191406 (20.237800047487394) | > loss_duration: 2.1426639556884766 (2.1208186483782185) | > loss_1: 33.78706359863281 (33.99756605555324) | > grad_norm_1: tensor(131.3736, device='cuda:0') (tensor(225.6463, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.419 (0.3730519286758231) | > loader_time: 0.0059 (0.004154739020758592)  --> TIME: 2024-06-10 18:34:27 -- STEP: 264/330 -- GLOBAL_STEP: 115325 | > loss_disc: 2.2734479904174805 (2.2423081420587763) | > loss_disc_real_0: 0.11905817687511444 (0.11426481222169417) | > loss_disc_real_1: 0.16493557393550873 (0.20266037931044897) | > loss_disc_real_2: 0.20431916415691376 (0.21400938008093473) | > loss_disc_real_3: 0.2381359338760376 (0.21959450756284324) | > loss_disc_real_4: 0.20562301576137543 (0.21043832312253388) | > loss_disc_real_5: 0.22531379759311676 (0.2072829625033068) | > loss_0: 2.2734479904174805 (2.2423081420587763) | > grad_norm_0: tensor(13.3079, device='cuda:0') (tensor(19.2889, device='cuda:0')) | > loss_gen: 2.644599199295044 (2.6726339342016163) | > loss_kl: 1.5642070770263672 (1.5656286721879786) | > loss_feat: 7.596041679382324 (7.409083919091658) | > loss_mel: 20.13829803466797 (20.207052606524844) | > loss_duration: 2.2176785469055176 (2.126548625754586) | > loss_1: 34.160823822021484 (33.98094773292543) | > grad_norm_1: tensor(89.9882, device='cuda:0') (tensor(229.3839, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.4285 (0.3776973115675376) | > loader_time: 0.0062 (0.004323198036714033)  --> TIME: 2024-06-10 18:34:39 -- STEP: 289/330 -- GLOBAL_STEP: 115350 | > loss_disc: 2.226153612136841 (2.242686428825747) | > loss_disc_real_0: 0.11559188365936279 (0.11494870619223192) | > loss_disc_real_1: 0.18720097839832306 (0.2031874940263359) | > loss_disc_real_2: 0.22740082442760468 (0.21410843477323396) | > loss_disc_real_3: 0.2335517555475235 (0.21936661871246813) | > loss_disc_real_4: 0.22007043659687042 (0.21039645590377926) | > loss_disc_real_5: 0.24220886826515198 (0.20697820831128877) | > loss_0: 2.226153612136841 (2.242686428825747) | > grad_norm_0: tensor(37.7755, device='cuda:0') (tensor(18.9816, device='cuda:0')) | > loss_gen: 2.7242109775543213 (2.6657164979558505) | > loss_kl: 1.5315457582473755 (1.570085603060607) | > loss_feat: 7.646406173706055 (7.41057689297158) | > loss_mel: 18.97613525390625 (20.173099709217112) | > loss_duration: 2.2665483951568604 (2.13440069319055) | > loss_1: 33.14484786987305 (33.95387937948367) | > grad_norm_1: tensor(434.9431, device='cuda:0') (tensor(228.6753, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.4417 (0.38370255780467516) | > loader_time: 0.0069 (0.004505212744214541)  --> TIME: 2024-06-10 18:34:51 -- STEP: 314/330 -- GLOBAL_STEP: 115375 | > loss_disc: 2.3228869438171387 (2.246288235400131) | > loss_disc_real_0: 0.2278415858745575 (0.11600051026577783) | > loss_disc_real_1: 0.21403297781944275 (0.20399733566364664) | > loss_disc_real_2: 0.2320069819688797 (0.21398520749655497) | > loss_disc_real_3: 0.22121676802635193 (0.21958124960304065) | > loss_disc_real_4: 0.24400463700294495 (0.21034075998386756) | > loss_disc_real_5: 0.18628185987472534 (0.2070512452228054) | > loss_0: 2.3228869438171387 (2.246288235400131) | > grad_norm_0: tensor(30.9260, device='cuda:0') (tensor(19.8607, device='cuda:0')) | > loss_gen: 2.712801456451416 (2.663927566473651) | > loss_kl: 1.5451096296310425 (1.5730240196938732) | > loss_feat: 7.8198347091674805 (7.428673663716407) | > loss_mel: 19.60103988647461 (20.140675423251597) | > loss_duration: 2.32677960395813 (2.1458773070080253) | > loss_1: 34.00556564331055 (33.952177940660256) | > grad_norm_1: tensor(379.0758, device='cuda:0') (tensor(238.2730, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.5167 (0.3916526022990037) | > loader_time: 0.0079 (0.004707639384421573)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9502191543579102 (1.9502191543579102) | > loss_disc_real_0: 0.10253626108169556 (0.10253626108169556) | > loss_disc_real_1: 0.2773834466934204 (0.2773834466934204) | > loss_disc_real_2: 0.17535696923732758 (0.17535696923732758) | > loss_disc_real_3: 0.2693970203399658 (0.2693970203399658) | > loss_disc_real_4: 0.1905982494354248 (0.1905982494354248) | > loss_disc_real_5: 0.19170090556144714 (0.19170090556144714) | > loss_0: 1.9502191543579102 (1.9502191543579102) | > loss_gen: 3.129789352416992 (3.129789352416992) | > loss_kl: 1.36930251121521 (1.36930251121521) | > loss_feat: 7.4916605949401855 (7.4916605949401855) | > loss_mel: 18.168420791625977 (18.168420791625977) | > loss_duration: 2.7431552410125732 (2.7431552410125732) | > loss_1: 32.90232849121094 (32.90232849121094)  --> STEP: 1 | > loss_disc: 2.1971726417541504 (2.1971726417541504) | > loss_disc_real_0: 0.12293721735477448 (0.12293721735477448) | > loss_disc_real_1: 0.26765480637550354 (0.26765480637550354) | > loss_disc_real_2: 0.27271416783332825 (0.27271416783332825) | > loss_disc_real_3: 0.32520636916160583 (0.32520636916160583) | > loss_disc_real_4: 0.21725250780582428 (0.21725250780582428) | > loss_disc_real_5: 0.26178595423698425 (0.26178595423698425) | > loss_0: 2.1971726417541504 (2.1971726417541504) | > loss_gen: 3.3626959323883057 (3.3626959323883057) | > loss_kl: 1.7784913778305054 (1.7784913778305054) | > loss_feat: 7.668550968170166 (7.668550968170166) | > loss_mel: 21.01531219482422 (21.01531219482422) | > loss_duration: 2.3687186241149902 (2.3687186241149902) | > loss_1: 36.19376754760742 (36.19376754760742)  --> STEP: 2 | > loss_disc: 2.0898027420043945 (2.1434876918792725) | > loss_disc_real_0: 0.07441268116235733 (0.0986749492585659) | > loss_disc_real_1: 0.37244364619255066 (0.3200492262840271) | > loss_disc_real_2: 0.17872317135334015 (0.2257186695933342) | > loss_disc_real_3: 0.26789507269859314 (0.2965507209300995) | > loss_disc_real_4: 0.178120955824852 (0.19768673181533813) | > loss_disc_real_5: 0.15171726047992706 (0.20675160735845566) | > loss_0: 2.0898027420043945 (2.1434876918792725) | > loss_gen: 2.7264723777770996 (3.0445841550827026) | > loss_kl: 1.5932302474975586 (1.685860812664032) | > loss_feat: 6.573400497436523 (7.120975732803345) | > loss_mel: 23.092947006225586 (22.054129600524902) | > loss_duration: 2.4591610431671143 (2.4139398336410522) | > loss_1: 36.44520950317383 (36.319488525390625)  --> STEP: 3 | > loss_disc: 2.1376023292541504 (2.141525904337565) | > loss_disc_real_0: 0.11536096781492233 (0.10423695544401805) | > loss_disc_real_1: 0.24612438678741455 (0.29540761311848956) | > loss_disc_real_2: 0.23219193518161774 (0.2278764247894287) | > loss_disc_real_3: 0.2128397673368454 (0.26864706973234814) | > loss_disc_real_4: 0.1797315776348114 (0.19170168042182922) | > loss_disc_real_5: 0.17260301113128662 (0.19536874194939932) | > loss_0: 2.1376023292541504 (2.141525904337565) | > loss_gen: 2.5874788761138916 (2.8922157287597656) | > loss_kl: 2.3536884784698486 (1.9084700345993042) | > loss_feat: 7.652501106262207 (7.298150857289632) | > loss_mel: 22.429880142211914 (22.17937978108724) | > loss_duration: 2.15130615234375 (2.326395273208618) | > loss_1: 37.17485427856445 (36.604610443115234)  --> STEP: 4 | > loss_disc: 2.214365243911743 (2.1597357392311096) | > loss_disc_real_0: 0.09796486049890518 (0.10266893170773983) | > loss_disc_real_1: 0.3315991163253784 (0.3044554889202118) | > loss_disc_real_2: 0.2115420550107956 (0.22379283234477043) | > loss_disc_real_3: 0.2636532783508301 (0.2673986218869686) | > loss_disc_real_4: 0.16162380576133728 (0.18418221175670624) | > loss_disc_real_5: 0.1827985644340515 (0.19222619757056236) | > loss_0: 2.214365243911743 (2.1597357392311096) | > loss_gen: 2.8286383152008057 (2.8763213753700256) | > loss_kl: 1.9876513481140137 (1.9282653629779816) | > loss_feat: 8.454167366027832 (7.587154984474182) | > loss_mel: 21.16431999206543 (21.925614833831787) | > loss_duration: 2.2542529106140137 (2.308359682559967) | > loss_1: 36.689029693603516 (36.625715255737305)  --> STEP: 5 | > loss_disc: 2.134913206100464 (2.1547712326049804) | > loss_disc_real_0: 0.15776541829109192 (0.11368822902441025) | > loss_disc_real_1: 0.3523015081882477 (0.31402469277381895) | > loss_disc_real_2: 0.29070451855659485 (0.2371751695871353) | > loss_disc_real_3: 0.245082825422287 (0.2629354625940323) | > loss_disc_real_4: 0.259231835603714 (0.1991921365261078) | > loss_disc_real_5: 0.20370152592658997 (0.19452126324176788) | > loss_0: 2.134913206100464 (2.1547712326049804) | > loss_gen: 3.306671380996704 (2.9623913764953613) | > loss_kl: 1.6401070356369019 (1.8706336975097657) | > loss_feat: 5.615466117858887 (7.192817211151123) | > loss_mel: 19.490114212036133 (21.438514709472656) | > loss_duration: 2.3652539253234863 (2.319738531112671) | > loss_1: 32.4176139831543 (35.784095001220706)  --> STEP: 6 | > loss_disc: 2.587509870529175 (2.2268943389256797) | > loss_disc_real_0: 0.07718570530414581 (0.10760447507103284) | > loss_disc_real_1: 0.4451514780521393 (0.3358791569868724) | > loss_disc_real_2: 0.3447119891643524 (0.25509797285000485) | > loss_disc_real_3: 0.3154888153076172 (0.2716943547129631) | > loss_disc_real_4: 0.3135600984096527 (0.2182534635066986) | > loss_disc_real_5: 0.34039050340652466 (0.21883280326922736) | > loss_0: 2.587509870529175 (2.2268943389256797) | > loss_gen: 3.088442325592041 (2.9833998680114746) | > loss_kl: 1.611294150352478 (1.8274104396502178) | > loss_feat: 5.728457450866699 (6.948757251103719) | > loss_mel: 20.466428756713867 (21.27650038401286) | > loss_duration: 2.11971378326416 (2.286401073137919) | > loss_1: 33.01433563232422 (35.32246843973795)  --> STEP: 7 | > loss_disc: 2.2926435470581055 (2.2362870829445973) | > loss_disc_real_0: 0.12474057078361511 (0.11005248874425888) | > loss_disc_real_1: 0.31357866525650024 (0.3326933724539621) | > loss_disc_real_2: 0.24874256551265717 (0.254190057516098) | > loss_disc_real_3: 0.26687091588974 (0.27100529202393125) | > loss_disc_real_4: 0.22097186744213104 (0.2186418069260461) | > loss_disc_real_5: 0.1797352433204651 (0.2132474375622613) | > loss_0: 2.2926435470581055 (2.2362870829445973) | > loss_gen: 2.663511276245117 (2.937701497759138) | > loss_kl: 2.7365922927856445 (1.9572935615267073) | > loss_feat: 4.972451210021973 (6.66642781666347) | > loss_mel: 19.85480499267578 (21.073401042393275) | > loss_duration: 2.327887535095215 (2.29232771056039) | > loss_1: 32.55524826049805 (34.927151271275115)  --> STEP: 8 | > loss_disc: 1.9880625009536743 (2.205259010195732) | > loss_disc_real_0: 0.06415924429893494 (0.10431583318859339) | > loss_disc_real_1: 0.16046306490898132 (0.31116458401083946) | > loss_disc_real_2: 0.21471689641475677 (0.24925591237843037) | > loss_disc_real_3: 0.16994062066078186 (0.25837220810353756) | > loss_disc_real_4: 0.16723044216632843 (0.2122153863310814) | > loss_disc_real_5: 0.1639251410961151 (0.20708215050399303) | > loss_0: 1.9880625009536743 (2.205259010195732) | > loss_gen: 2.4981038570404053 (2.8827517926692963) | > loss_kl: 1.7553691864013672 (1.9320530146360397) | > loss_feat: 10.65022087097168 (7.164401948451996) | > loss_mel: 24.051902770996094 (21.445713758468628) | > loss_duration: 2.1689839363098145 (2.276909738779068) | > loss_1: 41.12458038330078 (35.70182991027832)  --> STEP: 9 | > loss_disc: 2.595534324645996 (2.248622934023539) | > loss_disc_real_0: 0.1777576506137848 (0.11247603512472576) | > loss_disc_real_1: 0.23649396002292633 (0.3028678480121825) | > loss_disc_real_2: 0.29574695229530334 (0.25442158348030514) | > loss_disc_real_3: 0.2803363800048828 (0.2608126716481315) | > loss_disc_real_4: 0.21692095696926117 (0.21273822751310137) | > loss_disc_real_5: 0.319313108921051 (0.21955225699477726) | > loss_0: 2.595534324645996 (2.248622934023539) | > loss_gen: 2.387768030166626 (2.827753596835666) | > loss_kl: 2.186704158782959 (1.9603475862079196) | > loss_feat: 5.891116142272949 (7.022925747765435) | > loss_mel: 17.648778915405273 (21.023832109239365) | > loss_duration: 2.077237606048584 (2.2547239462534585) | > loss_1: 30.191604614257812 (35.08958265516493)  --> STEP: 10 | > loss_disc: 2.8897476196289062 (2.312735402584076) | > loss_disc_real_0: 0.16732338070869446 (0.11796076968312263) | > loss_disc_real_1: 0.3050309419631958 (0.3030841574072838) | > loss_disc_real_2: 0.36302536725997925 (0.2652819618582726) | > loss_disc_real_3: 0.3002249300479889 (0.26475389748811723) | > loss_disc_real_4: 0.34596219658851624 (0.22606062442064284) | > loss_disc_real_5: 0.3279730975627899 (0.23039434105157852) | > loss_0: 2.8897476196289062 (2.312735402584076) | > loss_gen: 2.737440347671509 (2.8187222719192504) | > loss_kl: 1.4915170669555664 (1.9134645342826844) | > loss_feat: 4.861963748931885 (6.80682954788208) | > loss_mel: 19.388324737548828 (20.86028137207031) | > loss_duration: 2.211024522781372 (2.25035400390625) | > loss_1: 30.690271377563477 (34.649651527404785)  --> STEP: 11 | > loss_disc: 2.021768808364868 (2.2862838940186934) | > loss_disc_real_0: 0.09014798700809479 (0.11543233489448373) | > loss_disc_real_1: 0.3316875994205475 (0.3056844703175805) | > loss_disc_real_2: 0.26765772700309753 (0.2654979405078021) | > loss_disc_real_3: 0.25258952379226685 (0.263648045333949) | > loss_disc_real_4: 0.2021854817867279 (0.22389015690846878) | > loss_disc_real_5: 0.21698345243930817 (0.22917516935955395) | > loss_0: 2.021768808364868 (2.2862838940186934) | > loss_gen: 3.6480376720428467 (2.8941145810213955) | > loss_kl: 1.84912109375 (1.9076151305978948) | > loss_feat: 8.94387149810791 (7.001106088811701) | > loss_mel: 20.279300689697266 (20.807464946400035) | > loss_duration: 2.388906717300415 (2.2629497051239014) | > loss_1: 37.10923767089844 (34.87325026772239)  --> STEP: 12 | > loss_disc: 2.4421122074127197 (2.299269586801529) | > loss_disc_real_0: 0.11875784397125244 (0.11570946065088113) | > loss_disc_real_1: 0.35635221004486084 (0.3099067819615205) | > loss_disc_real_2: 0.3507603406906128 (0.27260314052303636) | > loss_disc_real_3: 0.2970638871192932 (0.26643269881606096) | > loss_disc_real_4: 0.2456890344619751 (0.22570673003792763) | > loss_disc_real_5: 0.27554410696029663 (0.23303924749294916) | > loss_0: 2.4421122074127197 (2.299269586801529) | > loss_gen: 3.240886688232422 (2.9230122566223145) | > loss_kl: 2.076158046722412 (1.9216603736082714) | > loss_feat: 6.644718170166016 (6.9714070955912275) | > loss_mel: 19.506507873535156 (20.69905185699463) | > loss_duration: 2.163978338241577 (2.254702091217041) | > loss_1: 33.63224792480469 (34.769833405812584)  --> STEP: 13 | > loss_disc: 2.191162109375 (2.2909536269994883) | > loss_disc_real_0: 0.12904472649097443 (0.1167352503308883) | > loss_disc_real_1: 0.3532411754131317 (0.31324019684241367) | > loss_disc_real_2: 0.31237125396728516 (0.27566222617259395) | > loss_disc_real_3: 0.3212459087371826 (0.2706490995792242) | > loss_disc_real_4: 0.2807384431362152 (0.2299399387377959) | > loss_disc_real_5: 0.2505086362361908 (0.23438304662704468) | > loss_0: 2.191162109375 (2.2909536269994883) | > loss_gen: 3.7156896591186523 (2.983987441429725) | > loss_kl: 1.3724522590637207 (1.8794135955663829) | > loss_feat: 7.677758693695068 (7.025741833906907) | > loss_mel: 19.390764236450195 (20.59841434772198) | > loss_duration: 2.0853583812713623 (2.2416756519904504) | > loss_1: 34.24202346801758 (34.72923264136681)  --> STEP: 14 | > loss_disc: 2.5891497135162354 (2.3122533474649702) | > loss_disc_real_0: 0.11425034701824188 (0.11655775723712784) | > loss_disc_real_1: 0.32195261120796204 (0.31386251215423855) | > loss_disc_real_2: 0.27210718393325806 (0.27540829458406996) | > loss_disc_real_3: 0.33822140097618103 (0.2754756925361497) | > loss_disc_real_4: 0.3082159161567688 (0.23553107998200826) | > loss_disc_real_5: 0.2866603136062622 (0.2381171371255602) | > loss_0: 2.5891497135162354 (2.3122533474649702) | > loss_gen: 2.617896795272827 (2.9578381095613753) | > loss_kl: 2.2380452156066895 (1.905030139854976) | > loss_feat: 5.988150596618652 (6.951628174100604) | > loss_mel: 21.663541793823242 (20.674494879586355) | > loss_duration: 2.3211398124694824 (2.2473516634532382) | > loss_1: 34.828773498535156 (34.73634270259312)  --> STEP: 15 | > loss_disc: 2.2406105995178223 (2.3074771642684935) | > loss_disc_real_0: 0.14837567508220673 (0.11867895176013311) | > loss_disc_real_1: 0.29771292209625244 (0.3127858728170395) | > loss_disc_real_2: 0.20579524338245392 (0.2707674245039622) | > loss_disc_real_3: 0.2280200868844986 (0.2723119854927063) | > loss_disc_real_4: 0.18025287985801697 (0.23184586664040882) | > loss_disc_real_5: 0.3015953600406647 (0.24234901865323386) | > loss_0: 2.2406105995178223 (2.3074771642684935) | > loss_gen: 2.9242701530456543 (2.9556002457936605) | > loss_kl: 1.9945058822631836 (1.9109951893488566) | > loss_feat: 8.88184642791748 (7.0803093910217285) | > loss_mel: 20.404117584228516 (20.6564697265625) | > loss_duration: 2.254063606262207 (2.2477991263071697) | > loss_1: 36.45880126953125 (34.85117327372233)  --> STEP: 16 | > loss_disc: 2.40114164352417 (2.3133311942219734) | > loss_disc_real_0: 0.1103668361902237 (0.11815944453701377) | > loss_disc_real_1: 0.3420286178588867 (0.31461354438215494) | > loss_disc_real_2: 0.24575766921043396 (0.2692043147981167) | > loss_disc_real_3: 0.3512861728668213 (0.2772478722035885) | > loss_disc_real_4: 0.23645083606243134 (0.23213367722928524) | > loss_disc_real_5: 0.27030444145202637 (0.24409623257815838) | > loss_0: 2.40114164352417 (2.3133311942219734) | > loss_gen: 2.844181776046753 (2.9486365914344788) | > loss_kl: 1.4945564270019531 (1.8849677667021751) | > loss_feat: 6.88793420791626 (7.068285942077637) | > loss_mel: 18.97951316833496 (20.55165994167328) | > loss_duration: 2.3114447593688965 (2.2517769783735275) | > loss_1: 32.51762771606445 (34.70532667636871)  --> STEP: 17 | > loss_disc: 2.4758095741271973 (2.3228887459811043) | > loss_disc_real_0: 0.1916181445121765 (0.12248054453555275) | > loss_disc_real_1: 0.3339422643184662 (0.3157505279078203) | > loss_disc_real_2: 0.3189542889595032 (0.2721307838664335) | > loss_disc_real_3: 0.32817333936691284 (0.28024348791907816) | > loss_disc_real_4: 0.2696431875228882 (0.2343401190112619) | > loss_disc_real_5: 0.25260862708091736 (0.24459696166655598) | > loss_0: 2.4758095741271973 (2.3228887459811043) | > loss_gen: 2.9676568508148193 (2.9497554302215576) | > loss_kl: 1.5914381742477417 (1.8677013200872086) | > loss_feat: 6.593491077423096 (7.040356832392075) | > loss_mel: 21.310712814331055 (20.59631011065315) | > loss_duration: 2.383059024810791 (2.2594994516933666) | > loss_1: 34.84635925292969 (34.71362271028406)  --> STEP: 18 | > loss_disc: 2.448330879211426 (2.3298577533827887) | > loss_disc_real_0: 0.03946541249752045 (0.11786859275566207) | > loss_disc_real_1: 0.2650933563709259 (0.3129362406002151) | > loss_disc_real_2: 0.33000752329826355 (0.27534615827931297) | > loss_disc_real_3: 0.2938406765460968 (0.28099888728724587) | > loss_disc_real_4: 0.18483799695968628 (0.23159000111950767) | > loss_disc_real_5: 0.2586789131164551 (0.24537929230266148) | > loss_0: 2.448330879211426 (2.3298577533827887) | > loss_gen: 2.3553762435913086 (2.916734364297655) | > loss_kl: 1.9907673597335815 (1.8745383222897847) | > loss_feat: 8.60546588897705 (7.1273073355356855) | > loss_mel: 24.025205612182617 (20.786804305182564) | > loss_duration: 2.2002439498901367 (2.256207479370965) | > loss_1: 39.177059173583984 (34.96159140268961)  --> STEP: 19 | > loss_disc: 2.450129747390747 (2.336187858330576) | > loss_disc_real_0: 0.20950531959533691 (0.12269157837880285) | > loss_disc_real_1: 0.39453476667404175 (0.31723089986725855) | > loss_disc_real_2: 0.2651746869087219 (0.2748108176808608) | > loss_disc_real_3: 0.2996748685836792 (0.28198183367126867) | > loss_disc_real_4: 0.21769185364246368 (0.23085851967334747) | > loss_disc_real_5: 0.2834775447845459 (0.24738446348591855) | > loss_0: 2.450129747390747 (2.336187858330576) | > loss_gen: 3.183901309967041 (2.9307957824907804) | > loss_kl: 1.6736775636672974 (1.863966703414917) | > loss_feat: 7.362969398498535 (7.139710602007415) | > loss_mel: 19.560827255249023 (20.722279197291325) | > loss_duration: 2.3100762367248535 (2.2590426771264327) | > loss_1: 34.09144973754883 (34.915794472945365)  --> STEP: 20 | > loss_disc: 2.6063380241394043 (2.3496953666210176) | > loss_disc_real_0: 0.2036144882440567 (0.12673772387206556) | > loss_disc_real_1: 0.5671781897544861 (0.32972826436161995) | > loss_disc_real_2: 0.2973106801509857 (0.2759358108043671) | > loss_disc_real_3: 0.27453938126564026 (0.28160971105098725) | > loss_disc_real_4: 0.31157127022743225 (0.23489415720105172) | > loss_disc_real_5: 0.2402697056531906 (0.24702872559428216) | > loss_0: 2.6063380241394043 (2.3496953666210176) | > loss_gen: 3.484332323074341 (2.9584726095199585) | > loss_kl: 1.8690663576126099 (1.8642216861248015) | > loss_feat: 7.528103828430176 (7.159130263328552) | > loss_mel: 21.81451416015625 (20.77689094543457) | > loss_duration: 2.334017038345337 (2.262791395187378) | > loss_1: 37.03003692626953 (35.02150659561157)  --> STEP: 21 | > loss_disc: 2.396389961242676 (2.3519189187458585) | > loss_disc_real_0: 0.12905241549015045 (0.12684794728245055) | > loss_disc_real_1: 0.27503159642219543 (0.3271236611264093) | > loss_disc_real_2: 0.28425663709640503 (0.2763320406277974) | > loss_disc_real_3: 0.2203303426504135 (0.27869164588905515) | > loss_disc_real_4: 0.18308354914188385 (0.23242698538871037) | > loss_disc_real_5: 0.22217652201652527 (0.24584528732867467) | > loss_0: 2.396389961242676 (2.3519189187458585) | > loss_gen: 2.498685359954834 (2.9365779785882857) | > loss_kl: 1.9965336322784424 (1.8705222549892606) | > loss_feat: 4.618339538574219 (7.038140228816441) | > loss_mel: 14.54389476776123 (20.480081603640603) | > loss_duration: 2.166541576385498 (2.2582080704825267) | > loss_1: 25.82399559020996 (34.583529881068635)  --> STEP: 22 | > loss_disc: 2.1704466342926025 (2.3436701785434377) | > loss_disc_real_0: 0.09195861220359802 (0.12526206841523) | > loss_disc_real_1: 0.21019712090492249 (0.321808818389069) | > loss_disc_real_2: 0.18814918398857117 (0.27232372896237805) | > loss_disc_real_3: 0.34476447105407715 (0.2816949561238289) | > loss_disc_real_4: 0.2652775049209595 (0.23392019082199444) | > loss_disc_real_5: 0.37367480993270874 (0.2516557201743126) | > loss_0: 2.1704466342926025 (2.3436701785434377) | > loss_gen: 3.2463972568511963 (2.9506606730547817) | > loss_kl: 1.1757038831710815 (1.838939601724798) | > loss_feat: 8.176323890686035 (7.089875849810514) | > loss_mel: 24.989761352539062 (20.68506704677235) | > loss_duration: 2.144212484359741 (2.253026452931491) | > loss_1: 39.732398986816406 (34.81756938587535)  --> STEP: 23 | > loss_disc: 2.426971197128296 (2.3472919619601704) | > loss_disc_real_0: 0.16556194424629211 (0.127014236929624) | > loss_disc_real_1: 0.2686484456062317 (0.31949749783329345) | > loss_disc_real_2: 0.2810456156730652 (0.2727029414280601) | > loss_disc_real_3: 0.2919049561023712 (0.2821388691663742) | > loss_disc_real_4: 0.2728189527988434 (0.235611441342727) | > loss_disc_real_5: 0.3015846014022827 (0.2538265410972678) | > loss_0: 2.426971197128296 (2.3472919619601704) | > loss_gen: 2.8685078620910645 (2.947088811708533) | > loss_kl: 2.203551769256592 (1.854792304660963) | > loss_feat: 6.744106292724609 (7.074842390806778) | > loss_mel: 19.406469345092773 (20.6294758423515) | > loss_duration: 2.282087802886963 (2.2542899898860767) | > loss_1: 33.504722595214844 (34.76048909062924)  --> STEP: 24 | > loss_disc: 2.3026771545410156 (2.345433011651039) | > loss_disc_real_0: 0.12628188729286194 (0.12698372236142558) | > loss_disc_real_1: 0.2957927882671356 (0.3185098016013702) | > loss_disc_real_2: 0.3294731676578522 (0.27506836752096814) | > loss_disc_real_3: 0.3001297414302826 (0.28288848884403706) | > loss_disc_real_4: 0.23899079859256744 (0.23575224789480367) | > loss_disc_real_5: 0.2194906324148178 (0.2523958782354991) | > loss_0: 2.3026771545410156 (2.345433011651039) | > loss_gen: 2.9786102771759033 (2.948402206103007) | > loss_kl: 1.8181670904159546 (1.853266254067421) | > loss_feat: 7.429895877838135 (7.0896362860997515) | > loss_mel: 18.645524978637695 (20.54681122303009) | > loss_duration: 2.372836112976074 (2.2592294116814933) | > loss_1: 33.24503707885742 (34.69734525680541)  --> STEP: 25 | > loss_disc: 2.2811100482940674 (2.3428600931167605) | > loss_disc_real_0: 0.1832064688205719 (0.12923263221979142) | > loss_disc_real_1: 0.28569188714027405 (0.3171970850229264) | > loss_disc_real_2: 0.3044153153896332 (0.27624224543571474) | > loss_disc_real_3: 0.22591634094715118 (0.2806096029281616) | > loss_disc_real_4: 0.1719697266817093 (0.23320094704627992) | > loss_disc_real_5: 0.20528289675712585 (0.2505113589763641) | > loss_0: 2.2811100482940674 (2.3428600931167605) | > loss_gen: 2.982696056365967 (2.9497739601135256) | > loss_kl: 1.984636664390564 (1.8585210704803468) | > loss_feat: 7.823192596435547 (7.118978538513184) | > loss_mel: 19.76659393310547 (20.515602531433107) | > loss_duration: 2.3432397842407227 (2.2625898265838624) | > loss_1: 34.90035629272461 (34.70546569824218)  --> STEP: 26 | > loss_disc: 2.412717342376709 (2.3455469103959894) | > loss_disc_real_0: 0.06571322679519653 (0.1267895781649993) | > loss_disc_real_1: 0.3693466782569885 (0.3192028386088518) | > loss_disc_real_2: 0.10392459481954575 (0.269614643488939) | > loss_disc_real_3: 0.17677848041057587 (0.2766160982159468) | > loss_disc_real_4: 0.20575155317783356 (0.23214520112826273) | > loss_disc_real_5: 0.35206255316734314 (0.25441717413755566) | > loss_0: 2.412717342376709 (2.3455469103959894) | > loss_gen: 2.7639825344085693 (2.9426281360479503) | > loss_kl: 1.5710262060165405 (1.8474635756932771) | > loss_feat: 12.968276023864746 (7.343951518719013) | > loss_mel: 20.227184295654297 (20.50450952236469) | > loss_duration: 2.2717299461364746 (2.262941369643578) | > loss_1: 39.80219650268555 (34.901493806105385) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024477426822368917 (+0.00013884214254526045) | > avg_loss_disc: 2.3455469103959894 (+0.16502698568197482) | > avg_loss_disc_real_0: 0.1267895781649993 (+0.010462207003281668) | > avg_loss_disc_real_1: 0.3192028386088518 (+0.15142637176009324) | > avg_loss_disc_real_2: 0.269614643488939 (+0.03177505932175195) | > avg_loss_disc_real_3: 0.2766160982159468 (+0.07390462521177071) | > avg_loss_disc_real_4: 0.23214520112826273 (+0.043918357445643486) | > avg_loss_disc_real_5: 0.25441717413755566 (+0.03619119868828702) | > avg_loss_0: 2.3455469103959894 (+0.16502698568197482) | > avg_loss_gen: 2.9426281360479503 (+0.3187198730615468) | > avg_loss_kl: 1.8474635756932771 (-0.1012423038482666) | > avg_loss_feat: 7.343951518719013 (-0.17921414742103003) | > avg_loss_mel: 20.50450952236469 (+0.3261669965890732) | > avg_loss_duration: 2.262941369643578 (-0.009374095843388552) | > avg_loss_1: 34.901493806105385 (+0.35505595574010584)  > EPOCH: 83/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:35:17)   --> TIME: 2024-06-10 18:35:22 -- STEP: 9/330 -- GLOBAL_STEP: 115400 | > loss_disc: 2.240668535232544 (2.3123294512430825) | > loss_disc_real_0: 0.12452489137649536 (0.11425458391507466) | > loss_disc_real_1: 0.18237930536270142 (0.21090527375539145) | > loss_disc_real_2: 0.24399304389953613 (0.2164985736211141) | > loss_disc_real_3: 0.24248312413692474 (0.22104233337773216) | > loss_disc_real_4: 0.22505754232406616 (0.20852728188037872) | > loss_disc_real_5: 0.2156831920146942 (0.2213163673877716) | > loss_0: 2.240668535232544 (2.3123294512430825) | > grad_norm_0: tensor(14.1388, device='cuda:0') (tensor(13.9569, device='cuda:0')) | > loss_gen: 2.6157069206237793 (2.464634233050876) | > loss_kl: 1.6311495304107666 (1.4900855488247342) | > loss_feat: 6.646418571472168 (6.5727278391520185) | > loss_mel: 20.383146286010742 (20.047588136461044) | > loss_duration: 2.2255120277404785 (2.312793811162313) | > loss_1: 33.50193405151367 (32.887830310397675) | > grad_norm_1: tensor(174.2764, device='cuda:0') (tensor(123.0684, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3339 (0.3466829988691542) | > loader_time: 0.0027 (0.0029069847530788845)  --> TIME: 2024-06-10 18:35:30 -- STEP: 34/330 -- GLOBAL_STEP: 115425 | > loss_disc: 2.19912052154541 (2.2765893445295453) | > loss_disc_real_0: 0.10404716432094574 (0.11308515860753901) | > loss_disc_real_1: 0.20519334077835083 (0.20046242983902202) | > loss_disc_real_2: 0.1882942169904709 (0.21865511115859537) | > loss_disc_real_3: 0.20013141632080078 (0.2246630625689731) | > loss_disc_real_4: 0.21656671166419983 (0.21376395839102127) | > loss_disc_real_5: 0.2119217962026596 (0.21194915122845592) | > loss_0: 2.19912052154541 (2.2765893445295453) | > grad_norm_0: tensor(19.7554, device='cuda:0') (tensor(13.2601, device='cuda:0')) | > loss_gen: 2.565580129623413 (2.5593469353283154) | > loss_kl: 1.7923740148544312 (1.5574026107788084) | > loss_feat: 7.526963710784912 (6.973756537717931) | > loss_mel: 20.358173370361328 (20.12057618533864) | > loss_duration: 2.1391661167144775 (2.164304922608768) | > loss_1: 34.382259368896484 (33.375387472264904) | > grad_norm_1: tensor(108.5081, device='cuda:0') (tensor(135.6528, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3485 (0.3457174160901238) | > loader_time: 0.0037 (0.0031774324529311236)  --> TIME: 2024-06-10 18:35:39 -- STEP: 59/330 -- GLOBAL_STEP: 115450 | > loss_disc: 2.2990269660949707 (2.2817591529781547) | > loss_disc_real_0: 0.10354369878768921 (0.11534836648379342) | > loss_disc_real_1: 0.21416448056697845 (0.2040868742486178) | > loss_disc_real_2: 0.22085118293762207 (0.21852036729707555) | > loss_disc_real_3: 0.2465236634016037 (0.2242639953807249) | > loss_disc_real_4: 0.26321709156036377 (0.2141014898227433) | > loss_disc_real_5: 0.25048521161079407 (0.2138045291274281) | > loss_0: 2.2990269660949707 (2.2817591529781547) | > grad_norm_0: tensor(7.8541, device='cuda:0') (tensor(13.8451, device='cuda:0')) | > loss_gen: 2.5280487537384033 (2.579011852458372) | > loss_kl: 1.6642086505889893 (1.5876796265779916) | > loss_feat: 6.483946800231934 (7.071485883098537) | > loss_mel: 20.182912826538086 (20.252637895487123) | > loss_duration: 2.026756525039673 (2.12529696246325) | > loss_1: 32.8858757019043 (33.616112304946114) | > grad_norm_1: tensor(149.9652, device='cuda:0') (tensor(155.7402, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3545 (0.3484707323171325) | > loader_time: 0.004 (0.0033281698065289)  --> TIME: 2024-06-10 18:35:48 -- STEP: 84/330 -- GLOBAL_STEP: 115475 | > loss_disc: 2.2293121814727783 (2.272949210235051) | > loss_disc_real_0: 0.11103668808937073 (0.11471993626937979) | > loss_disc_real_1: 0.17948132753372192 (0.2022366640823228) | > loss_disc_real_2: 0.21880273520946503 (0.21718026396064533) | > loss_disc_real_3: 0.2184208780527115 (0.22360308326426007) | > loss_disc_real_4: 0.20459455251693726 (0.21249609405086153) | > loss_disc_real_5: 0.2384888380765915 (0.21199228153342292) | > loss_0: 2.2293121814727783 (2.272949210235051) | > grad_norm_0: tensor(6.2328, device='cuda:0') (tensor(13.5029, device='cuda:0')) | > loss_gen: 2.5385375022888184 (2.5865793767429532) | > loss_kl: 1.6185636520385742 (1.6013084877104986) | > loss_feat: 7.236873149871826 (7.145018202917917) | > loss_mel: 20.567981719970703 (20.259809902736116) | > loss_duration: 2.173497200012207 (2.109212191331954) | > loss_1: 34.13545227050781 (33.701928252265574) | > grad_norm_1: tensor(224.9197, device='cuda:0') (tensor(166.5165, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3756 (0.3497697427159263) | > loader_time: 0.0038 (0.0034407774607340493)  --> TIME: 2024-06-10 18:35:58 -- STEP: 109/330 -- GLOBAL_STEP: 115500 | > loss_disc: 2.271704912185669 (2.269112527917283) | > loss_disc_real_0: 0.12041918933391571 (0.1150679250649356) | > loss_disc_real_1: 0.2824850380420685 (0.203465359746863) | > loss_disc_real_2: 0.21583856642246246 (0.21645613383809362) | > loss_disc_real_3: 0.2477811574935913 (0.22190604898907723) | > loss_disc_real_4: 0.21429342031478882 (0.21200157319187024) | > loss_disc_real_5: 0.17975503206253052 (0.2105505823268803) | > loss_0: 2.271704912185669 (2.269112527917283) | > grad_norm_0: tensor(11.6153, device='cuda:0') (tensor(13.1318, device='cuda:0')) | > loss_gen: 2.446161985397339 (2.5890130843591264) | > loss_kl: 1.5106638669967651 (1.5971782273108805) | > loss_feat: 7.552678108215332 (7.182915665687771) | > loss_mel: 20.207359313964844 (20.262891541927225) | > loss_duration: 2.028843879699707 (2.1050481883757715) | > loss_1: 33.74570846557617 (33.73704677546791) | > grad_norm_1: tensor(175.8652, device='cuda:0') (tensor(157.2651, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3701 (0.35217657220472975) | > loader_time: 0.0044 (0.003543267556286733) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_115500.pth  --> TIME: 2024-06-10 18:36:11 -- STEP: 134/330 -- GLOBAL_STEP: 115525 | > loss_disc: 2.23221492767334 (2.2628296738240246) | > loss_disc_real_0: 0.15624073147773743 (0.11453976165225256) | > loss_disc_real_1: 0.199966698884964 (0.20263593743986158) | > loss_disc_real_2: 0.20508171617984772 (0.21542706262709493) | > loss_disc_real_3: 0.2059403657913208 (0.22102535983074956) | > loss_disc_real_4: 0.18800334632396698 (0.21203613014363532) | > loss_disc_real_5: 0.16958114504814148 (0.2101698773565577) | > loss_0: 2.23221492767334 (2.2628296738240246) | > grad_norm_0: tensor(11.1481, device='cuda:0') (tensor(13.1737, device='cuda:0')) | > loss_gen: 2.6220970153808594 (2.592324011361422) | > loss_kl: 1.678996205329895 (1.5917255958514427) | > loss_feat: 8.460039138793945 (7.210940190215609) | > loss_mel: 20.689823150634766 (20.284206248041404) | > loss_duration: 2.09794282913208 (2.104237593821626) | > loss_1: 35.54889678955078 (33.78343367220751) | > grad_norm_1: tensor(267.3451, device='cuda:0') (tensor(162.3123, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3597 (0.3564487677901538) | > loader_time: 0.0042 (0.0036798341950373863)  --> TIME: 2024-06-10 18:36:21 -- STEP: 159/330 -- GLOBAL_STEP: 115550 | > loss_disc: 2.1807827949523926 (2.267626354529423) | > loss_disc_real_0: 0.11616913229227066 (0.11575302195811421) | > loss_disc_real_1: 0.1958172470331192 (0.2023464607180289) | > loss_disc_real_2: 0.24588559567928314 (0.2160788430545315) | > loss_disc_real_3: 0.24673406779766083 (0.22220539812396908) | > loss_disc_real_4: 0.1904781460762024 (0.21196015263503454) | > loss_disc_real_5: 0.1733044981956482 (0.2098393747641605) | > loss_0: 2.1807827949523926 (2.267626354529423) | > grad_norm_0: tensor(9.7033, device='cuda:0') (tensor(13.7117, device='cuda:0')) | > loss_gen: 2.752769947052002 (2.5906516845871064) | > loss_kl: 1.6828545331954956 (1.5903109499493484) | > loss_feat: 7.540998935699463 (7.2105420790378405) | > loss_mel: 19.827587127685547 (20.283772270634493) | > loss_duration: 2.08378005027771 (2.103993904665582) | > loss_1: 33.88798904418945 (33.779270867881515) | > grad_norm_1: tensor(244.3941, device='cuda:0') (tensor(167.9976, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3806 (0.35873026218054427) | > loader_time: 0.0042 (0.003808303449138905)  --> TIME: 2024-06-10 18:36:31 -- STEP: 184/330 -- GLOBAL_STEP: 115575 | > loss_disc: 2.0736305713653564 (2.2649208864440102) | > loss_disc_real_0: 0.0870402604341507 (0.115769666214676) | > loss_disc_real_1: 0.19785341620445251 (0.202152415300193) | > loss_disc_real_2: 0.2375883311033249 (0.21591228530134843) | > loss_disc_real_3: 0.20862062275409698 (0.22155559168237707) | > loss_disc_real_4: 0.15881653130054474 (0.21163086998073952) | > loss_disc_real_5: 0.18642577528953552 (0.2100716294801753) | > loss_0: 2.0736305713653564 (2.2649208864440102) | > grad_norm_0: tensor(8.9818, device='cuda:0') (tensor(15.2164, device='cuda:0')) | > loss_gen: 2.8710741996765137 (2.599013927190199) | > loss_kl: 1.5650063753128052 (1.587485443638718) | > loss_feat: 7.923124313354492 (7.248536135839379) | > loss_mel: 20.01180648803711 (20.2560862665591) | > loss_duration: 2.1205384731292725 (2.1084296210952433) | > loss_1: 34.491546630859375 (33.799551321112546) | > grad_norm_1: tensor(281.5527, device='cuda:0') (tensor(182.9139, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3775 (0.36342439832894696) | > loader_time: 0.004 (0.003898483255635137)  --> TIME: 2024-06-10 18:36:41 -- STEP: 209/330 -- GLOBAL_STEP: 115600 | > loss_disc: 2.21602725982666 (2.2591001211741335) | > loss_disc_real_0: 0.12629708647727966 (0.1145920829589002) | > loss_disc_real_1: 0.14454887807369232 (0.20180468503653143) | > loss_disc_real_2: 0.25354915857315063 (0.21493245882280707) | > loss_disc_real_3: 0.2281569540500641 (0.2210690031211342) | > loss_disc_real_4: 0.2389330267906189 (0.2118838913560484) | > loss_disc_real_5: 0.192426860332489 (0.20900439952263988) | > loss_0: 2.21602725982666 (2.2591001211741335) | > grad_norm_0: tensor(61.4082, device='cuda:0') (tensor(16.5053, device='cuda:0')) | > loss_gen: 2.8632547855377197 (2.6153003758790945) | > loss_kl: 1.509784460067749 (1.584743770115683) | > loss_feat: 7.608565330505371 (7.297248749071331) | > loss_mel: 20.164690017700195 (20.245711513683556) | > loss_duration: 2.166365385055542 (2.113518606532704) | > loss_1: 34.312660217285156 (33.85652297535579) | > grad_norm_1: tensor(598.0963, device='cuda:0') (tensor(195.8059, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.3929 (0.3669582234615344) | > loader_time: 0.0045 (0.003990687822040756)  --> TIME: 2024-06-10 18:36:51 -- STEP: 234/330 -- GLOBAL_STEP: 115625 | > loss_disc: 1.924594521522522 (2.2530281283916573) | > loss_disc_real_0: 0.10823497921228409 (0.11469027767769802) | > loss_disc_real_1: 0.22258426249027252 (0.2026352942881421) | > loss_disc_real_2: 0.1874810755252838 (0.21552375786834294) | > loss_disc_real_3: 0.18421900272369385 (0.22017372571505034) | > loss_disc_real_4: 0.1562030017375946 (0.21063316256826758) | > loss_disc_real_5: 0.15068092942237854 (0.20782197623426077) | > loss_0: 1.924594521522522 (2.2530281283916573) | > grad_norm_0: tensor(8.2172, device='cuda:0') (tensor(16.8460, device='cuda:0')) | > loss_gen: 2.8518855571746826 (2.6240909007879387) | > loss_kl: 1.5344761610031128 (1.5816630649770422) | > loss_feat: 8.066747665405273 (7.345779954877674) | > loss_mel: 20.554908752441406 (20.265822867043) | > loss_duration: 2.183070659637451 (2.119945552613999) | > loss_1: 35.19108963012695 (33.93730230412929) | > grad_norm_1: tensor(230.1733, device='cuda:0') (tensor(204.2461, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.4114 (0.3705712485517192) | > loader_time: 0.0072 (0.00411602574535924)  --> TIME: 2024-06-10 18:37:02 -- STEP: 259/330 -- GLOBAL_STEP: 115650 | > loss_disc: 2.2150275707244873 (2.2477592901833727) | > loss_disc_real_0: 0.12221547216176987 (0.1146108546225951) | > loss_disc_real_1: 0.17918942868709564 (0.2022019748982315) | > loss_disc_real_2: 0.19714002311229706 (0.21497354849194927) | > loss_disc_real_3: 0.24016252160072327 (0.21951527703682888) | > loss_disc_real_4: 0.20629334449768066 (0.20981752481239643) | > loss_disc_real_5: 0.19149965047836304 (0.20665418457340548) | > loss_0: 2.2150275707244873 (2.2477592901833727) | > grad_norm_0: tensor(6.2223, device='cuda:0') (tensor(17.1123, device='cuda:0')) | > loss_gen: 2.7895681858062744 (2.6355140071117726) | > loss_kl: 1.604783058166504 (1.5801981429795957) | > loss_feat: 7.987087249755859 (7.410597668651448) | > loss_mel: 20.461898803710938 (20.27094757050621) | > loss_duration: 2.2135865688323975 (2.125906947957042) | > loss_1: 35.056922912597656 (34.02316434411007) | > grad_norm_1: tensor(157.3714, device='cuda:0') (tensor(210.5933, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.4266 (0.3749774340036753) | > loader_time: 0.0055 (0.004264173360404821)  --> TIME: 2024-06-10 18:37:13 -- STEP: 284/330 -- GLOBAL_STEP: 115675 | > loss_disc: 2.1413533687591553 (2.2464210428822207) | > loss_disc_real_0: 0.11752822995185852 (0.11470427706470372) | > loss_disc_real_1: 0.2725600302219391 (0.20202706103593532) | > loss_disc_real_2: 0.21483545005321503 (0.21532218142504425) | > loss_disc_real_3: 0.22295868396759033 (0.21961697164765542) | > loss_disc_real_4: 0.22093631327152252 (0.2102105668942693) | > loss_disc_real_5: 0.20211254060268402 (0.2064496270892486) | > loss_0: 2.1413533687591553 (2.2464210428822207) | > grad_norm_0: tensor(36.5360, device='cuda:0') (tensor(17.7749, device='cuda:0')) | > loss_gen: 2.7542266845703125 (2.63923001037517) | > loss_kl: 1.616329550743103 (1.583390152370426) | > loss_feat: 8.054336547851562 (7.441472332242509) | > loss_mel: 20.079824447631836 (20.228571072430682) | > loss_duration: 2.231044292449951 (2.1338534346768543) | > loss_1: 34.73575973510742 (34.02651704868799) | > grad_norm_1: tensor(355.7699, device='cuda:0') (tensor(217.7840, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.4407 (0.3808539560143377) | > loader_time: 0.0074 (0.004410867120178653)  --> TIME: 2024-06-10 18:37:25 -- STEP: 309/330 -- GLOBAL_STEP: 115700 | > loss_disc: 2.1831583976745605 (2.248951678522966) | > loss_disc_real_0: 0.12393755465745926 (0.11494960688946702) | > loss_disc_real_1: 0.23146338760852814 (0.202608598136979) | > loss_disc_real_2: 0.2430409938097 (0.21534378416715702) | > loss_disc_real_3: 0.24311259388923645 (0.2197368606008758) | > loss_disc_real_4: 0.23310881853103638 (0.21010123116105892) | > loss_disc_real_5: 0.19051510095596313 (0.20660874286130018) | > loss_0: 2.1831583976745605 (2.248951678522966) | > grad_norm_0: tensor(21.3199, device='cuda:0') (tensor(19.1194, device='cuda:0')) | > loss_gen: 2.9691078662872314 (2.641759296836976) | > loss_kl: 1.4353375434875488 (1.5840751148736205) | > loss_feat: 7.513939380645752 (7.467662002662239) | > loss_mel: 18.89398765563965 (20.182879821382294) | > loss_duration: 2.294816732406616 (2.143997460121476) | > loss_1: 33.1071891784668 (34.020373742557254) | > grad_norm_1: tensor(389.6487, device='cuda:0') (tensor(225.7563, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.4948 (0.3888818284068678) | > loader_time: 0.0072 (0.004600431541023133)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.556210994720459 (2.556210994720459) | > loss_disc_real_0: 0.1414586901664734 (0.1414586901664734) | > loss_disc_real_1: 0.1826920062303543 (0.1826920062303543) | > loss_disc_real_2: 0.2974412739276886 (0.2974412739276886) | > loss_disc_real_3: 0.23710793256759644 (0.23710793256759644) | > loss_disc_real_4: 0.2115730345249176 (0.2115730345249176) | > loss_disc_real_5: 0.2427973598241806 (0.2427973598241806) | > loss_0: 2.556210994720459 (2.556210994720459) | > loss_gen: 1.9867357015609741 (1.9867357015609741) | > loss_kl: 2.368579149246216 (2.368579149246216) | > loss_feat: 3.992640733718872 (3.992640733718872) | > loss_mel: 15.28734302520752 (15.28734302520752) | > loss_duration: 2.7332863807678223 (2.7332863807678223) | > loss_1: 26.36858558654785 (26.36858558654785)  --> STEP: 1 | > loss_disc: 2.161242961883545 (2.161242961883545) | > loss_disc_real_0: 0.08913213014602661 (0.08913213014602661) | > loss_disc_real_1: 0.17171348631381989 (0.17171348631381989) | > loss_disc_real_2: 0.2733389139175415 (0.2733389139175415) | > loss_disc_real_3: 0.21007195115089417 (0.21007195115089417) | > loss_disc_real_4: 0.21639885008335114 (0.21639885008335114) | > loss_disc_real_5: 0.19524770975112915 (0.19524770975112915) | > loss_0: 2.161242961883545 (2.161242961883545) | > loss_gen: 2.479397773742676 (2.479397773742676) | > loss_kl: 2.0737507343292236 (2.0737507343292236) | > loss_feat: 6.118016719818115 (6.118016719818115) | > loss_mel: 21.080556869506836 (21.080556869506836) | > loss_duration: 2.2959933280944824 (2.2959933280944824) | > loss_1: 34.04771423339844 (34.04771423339844)  --> STEP: 2 | > loss_disc: 2.3354201316833496 (2.2483315467834473) | > loss_disc_real_0: 0.08731471002101898 (0.0882234200835228) | > loss_disc_real_1: 0.2161511480808258 (0.19393231719732285) | > loss_disc_real_2: 0.36536023020744324 (0.31934957206249237) | > loss_disc_real_3: 0.35169336199760437 (0.28088265657424927) | > loss_disc_real_4: 0.3108644485473633 (0.2636316493153572) | > loss_disc_real_5: 0.2923840582370758 (0.24381588399410248) | > loss_0: 2.3354201316833496 (2.2483315467834473) | > loss_gen: 2.979891061782837 (2.7296444177627563) | > loss_kl: 1.9320647716522217 (2.0029077529907227) | > loss_feat: 5.974072456359863 (6.046044588088989) | > loss_mel: 22.56022834777832 (21.820392608642578) | > loss_duration: 2.3754358291625977 (2.33571457862854) | > loss_1: 35.821693420410156 (34.9347038269043)  --> STEP: 3 | > loss_disc: 2.364959239959717 (2.2872074445088706) | > loss_disc_real_0: 0.08754929900169373 (0.08799871305624644) | > loss_disc_real_1: 0.3466224670410156 (0.24482903381188711) | > loss_disc_real_2: 0.3032814860343933 (0.31399354338645935) | > loss_disc_real_3: 0.21259592473506927 (0.25812041262785596) | > loss_disc_real_4: 0.29045212268829346 (0.27257180710633594) | > loss_disc_real_5: 0.3200267255306244 (0.2692194978396098) | > loss_0: 2.364959239959717 (2.2872074445088706) | > loss_gen: 2.952760934829712 (2.804016590118408) | > loss_kl: 1.9308608770370483 (1.9788921276728313) | > loss_feat: 7.214840412139893 (6.435643196105957) | > loss_mel: 19.03162384033203 (20.89080301920573) | > loss_duration: 2.1738901138305664 (2.281773090362549) | > loss_1: 33.303977966308594 (34.39112854003906)  --> STEP: 4 | > loss_disc: 2.1941604614257812 (2.263945698738098) | > loss_disc_real_0: 0.07004917412996292 (0.08351132832467556) | > loss_disc_real_1: 0.20218133926391602 (0.23416711017489433) | > loss_disc_real_2: 0.2563094198703766 (0.29957251250743866) | > loss_disc_real_3: 0.29365092515945435 (0.26700304076075554) | > loss_disc_real_4: 0.25703728199005127 (0.2686881758272648) | > loss_disc_real_5: 0.30315446853637695 (0.2777032405138016) | > loss_0: 2.1941604614257812 (2.263945698738098) | > loss_gen: 2.772346258163452 (2.796099007129669) | > loss_kl: 2.468022584915161 (2.1011747419834137) | > loss_feat: 8.255671501159668 (6.890650272369385) | > loss_mel: 21.62982749938965 (21.07555913925171) | > loss_duration: 2.2671074867248535 (2.278106689453125) | > loss_1: 37.39297866821289 (35.14159107208252)  --> STEP: 5 | > loss_disc: 2.312725305557251 (2.273701620101929) | > loss_disc_real_0: 0.08245206624269485 (0.08329947590827942) | > loss_disc_real_1: 0.28577062487602234 (0.24448781311511994) | > loss_disc_real_2: 0.30596840381622314 (0.30085169076919555) | > loss_disc_real_3: 0.30157220363616943 (0.2739168733358383) | > loss_disc_real_4: 0.2450477033853531 (0.26396008133888244) | > loss_disc_real_5: 0.28274819254875183 (0.2787122309207916) | > loss_0: 2.312725305557251 (2.273701620101929) | > loss_gen: 2.7308266162872314 (2.783044528961182) | > loss_kl: 1.952527403831482 (2.071445274353027) | > loss_feat: 6.080042839050293 (6.728528785705566) | > loss_mel: 19.96682357788086 (20.85381202697754) | > loss_duration: 2.342082977294922 (2.290901947021484) | > loss_1: 33.072303771972656 (34.72773361206055)  --> STEP: 6 | > loss_disc: 2.7444100379943848 (2.352153023084005) | > loss_disc_real_0: 0.11687731742858887 (0.088895782828331) | > loss_disc_real_1: 0.18898148834705353 (0.23523675898710886) | > loss_disc_real_2: 0.34414201974868774 (0.3080667455991109) | > loss_disc_real_3: 0.3513113856315613 (0.28681595871845883) | > loss_disc_real_4: 0.3159267008304596 (0.27262118458747864) | > loss_disc_real_5: 0.37489911913871765 (0.2947433789571126) | > loss_0: 2.7444100379943848 (2.352153023084005) | > loss_gen: 2.3102099895477295 (2.704238772392273) | > loss_kl: 1.8214656114578247 (2.029781997203827) | > loss_feat: 4.396226406097412 (6.339811722437541) | > loss_mel: 18.37055206298828 (20.439935366312664) | > loss_duration: 2.11844539642334 (2.2621591885884604) | > loss_1: 29.01689910888672 (33.77592786153158)  --> STEP: 7 | > loss_disc: 2.4631478786468506 (2.3680094310215543) | > loss_disc_real_0: 0.041540924459695816 (0.08213080306138311) | > loss_disc_real_1: 0.25507470965385437 (0.23807075193950109) | > loss_disc_real_2: 0.38920626044273376 (0.31965810486248564) | > loss_disc_real_3: 0.2331520915031433 (0.2791496919734137) | > loss_disc_real_4: 0.2284243404865265 (0.266307349715914) | > loss_disc_real_5: 0.21940289437770844 (0.2839804525886263) | > loss_0: 2.4631478786468506 (2.3680094310215543) | > loss_gen: 2.358900308609009 (2.654904706137521) | > loss_kl: 2.1995418071746826 (2.054033398628235) | > loss_feat: 7.193513870239258 (6.461769172123501) | > loss_mel: 21.014440536499023 (20.522007533482142) | > loss_duration: 2.3507394790649414 (2.2748135157993863) | > loss_1: 35.11713790893555 (33.967529296875)  --> STEP: 8 | > loss_disc: 2.0828864574432373 (2.3323690593242645) | > loss_disc_real_0: 0.06903306394815445 (0.08049358567222953) | > loss_disc_real_1: 0.21156446635723114 (0.23475746624171734) | > loss_disc_real_2: 0.35549673438072205 (0.32413793355226517) | > loss_disc_real_3: 0.1482713371515274 (0.26278989762067795) | > loss_disc_real_4: 0.2234206348657608 (0.2609465103596449) | > loss_disc_real_5: 0.16340580582618713 (0.2689086217433214) | > loss_0: 2.0828864574432373 (2.3323690593242645) | > loss_gen: 2.7518482208251953 (2.6670226454734802) | > loss_kl: 2.0654983520507812 (2.055466517806053) | > loss_feat: 8.621698379516602 (6.731760323047638) | > loss_mel: 22.905040740966797 (20.819886684417725) | > loss_duration: 2.17979097366333 (2.262935698032379) | > loss_1: 38.52387619018555 (34.53707265853882)  --> STEP: 9 | > loss_disc: 2.110577344894409 (2.307725535498725) | > loss_disc_real_0: 0.15065796673297882 (0.08828962801231278) | > loss_disc_real_1: 0.16233131289482117 (0.22671011586984) | > loss_disc_real_2: 0.28549009561538696 (0.31984372933705646) | > loss_disc_real_3: 0.169578418135643 (0.25243306656678516) | > loss_disc_real_4: 0.20210404694080353 (0.25440845886866253) | > loss_disc_real_5: 0.12611185014247894 (0.2530423137876723) | > loss_0: 2.110577344894409 (2.307725535498725) | > loss_gen: 2.8525049686431885 (2.6876317924923367) | > loss_kl: 1.838614583015442 (2.0313718583848743) | > loss_feat: 11.650559425354004 (7.278293556637234) | > loss_mel: 22.81130027770996 (21.041154861450195) | > loss_duration: 2.141202688217163 (2.249409808052911) | > loss_1: 41.29418182373047 (35.28786256578233)  --> STEP: 10 | > loss_disc: 2.4329636096954346 (2.320249342918396) | > loss_disc_real_0: 0.12559758126735687 (0.0920204233378172) | > loss_disc_real_1: 0.2493727207183838 (0.22897637635469437) | > loss_disc_real_2: 0.3706855773925781 (0.32492791414260863) | > loss_disc_real_3: 0.21242131292819977 (0.24843189120292664) | > loss_disc_real_4: 0.26554223895072937 (0.2555218368768692) | > loss_disc_real_5: 0.23887164890766144 (0.2516252472996712) | > loss_0: 2.4329636096954346 (2.320249342918396) | > loss_gen: 2.69836163520813 (2.688704776763916) | > loss_kl: 1.877257227897644 (2.015960395336151) | > loss_feat: 5.611043453216553 (7.111568546295166) | > loss_mel: 16.083084106445312 (20.54534778594971) | > loss_duration: 2.231928825378418 (2.2476617097854614) | > loss_1: 28.50167465209961 (34.60924377441406)  --> STEP: 11 | > loss_disc: 2.046262502670288 (2.2953414483503862) | > loss_disc_real_0: 0.05251189321279526 (0.08842873878099701) | > loss_disc_real_1: 0.23037239909172058 (0.22910328751260584) | > loss_disc_real_2: 0.3199287950992584 (0.32447344877503137) | > loss_disc_real_3: 0.20415520668029785 (0.24440673806450583) | > loss_disc_real_4: 0.1833932101726532 (0.24896468899466775) | > loss_disc_real_5: 0.1672050952911377 (0.24395068802616812) | > loss_0: 2.046262502670288 (2.2953414483503862) | > loss_gen: 2.9490573406219482 (2.7123731916601006) | > loss_kl: 2.50858473777771 (2.060744426467202) | > loss_feat: 7.441766738891602 (7.141586563803933) | > loss_mel: 18.5081787109375 (20.360150597312234) | > loss_duration: 2.4344751834869385 (2.264644752849232) | > loss_1: 33.842063903808594 (34.53950014981356)  --> STEP: 12 | > loss_disc: 2.567797899246216 (2.3180461525917053) | > loss_disc_real_0: 0.10912572592496872 (0.09015348770966132) | > loss_disc_real_1: 0.3457742929458618 (0.2388258712987105) | > loss_disc_real_2: 0.21951597929000854 (0.31572699298461276) | > loss_disc_real_3: 0.30881741642951965 (0.24977429459492365) | > loss_disc_real_4: 0.2388867437839508 (0.248124860227108) | > loss_disc_real_5: 0.2605840861797333 (0.24533680453896523) | > loss_0: 2.567797899246216 (2.3180461525917053) | > loss_gen: 2.476086139678955 (2.692682603995005) | > loss_kl: 1.7531085014343262 (2.0351080993811292) | > loss_feat: 7.204829216003418 (7.146856784820557) | > loss_mel: 20.86220359802246 (20.401988347371418) | > loss_duration: 2.168323278427124 (2.2566179633140564) | > loss_1: 34.46455001831055 (34.533254305521645)  --> STEP: 13 | > loss_disc: 1.9854989051818848 (2.2924655950986423) | > loss_disc_real_0: 0.06583370268344879 (0.08828273501533729) | > loss_disc_real_1: 0.283354789018631 (0.2422511726617813) | > loss_disc_real_2: 0.2467735856771469 (0.3104228847301923) | > loss_disc_real_3: 0.2503174841403961 (0.24981607840611383) | > loss_disc_real_4: 0.19202779233455658 (0.2438097011584502) | > loss_disc_real_5: 0.1832999587059021 (0.24056473947488344) | > loss_0: 1.9854989051818848 (2.2924655950986423) | > loss_gen: 3.137591600418091 (2.7269063729506273) | > loss_kl: 1.4061371088027954 (1.9867257154904883) | > loss_feat: 7.334303855895996 (7.161275790287898) | > loss_mel: 19.268817901611328 (20.314821390005257) | > loss_duration: 2.1057791709899902 (2.2450149792891283) | > loss_1: 33.252628326416016 (34.43474461482121)  --> STEP: 14 | > loss_disc: 2.3301937580108643 (2.2951604638780867) | > loss_disc_real_0: 0.06018286943435669 (0.08627560175955296) | > loss_disc_real_1: 0.13816653192043304 (0.23481655546597072) | > loss_disc_real_2: 0.27439582347869873 (0.3078495232122285) | > loss_disc_real_3: 0.22227244079113007 (0.24784867571932928) | > loss_disc_real_4: 0.2651093304157257 (0.2453311032482556) | > loss_disc_real_5: 0.3490855097770691 (0.24831622306789672) | > loss_0: 2.3301937580108643 (2.2951604638780867) | > loss_gen: 2.5428154468536377 (2.7137570210865567) | > loss_kl: 2.4916932582855225 (2.0227948256901334) | > loss_feat: 8.190882682800293 (7.2348191397530695) | > loss_mel: 21.623857498168945 (20.408323969159806) | > loss_duration: 2.346710681915283 (2.2522789580481395) | > loss_1: 37.195960998535156 (34.631974356515066)  --> STEP: 15 | > loss_disc: 2.31784725189209 (2.2966729164123536) | > loss_disc_real_0: 0.0772678405046463 (0.08567508434255917) | > loss_disc_real_1: 0.26837244629859924 (0.23705361485481263) | > loss_disc_real_2: 0.3695908486843109 (0.311965611577034) | > loss_disc_real_3: 0.24909240007400513 (0.24793159067630768) | > loss_disc_real_4: 0.20831502974033356 (0.24286336501439412) | > loss_disc_real_5: 0.2059825211763382 (0.24549397627512615) | > loss_0: 2.31784725189209 (2.2966729164123536) | > loss_gen: 2.8074588775634766 (2.7200038115183514) | > loss_kl: 2.1237359046936035 (2.029524230957031) | > loss_feat: 8.68035888671875 (7.331188456217448) | > loss_mel: 20.42864418029785 (20.409678649902343) | > loss_duration: 2.227567672729492 (2.2506315390268963) | > loss_1: 36.26776885986328 (34.74102732340495)  --> STEP: 16 | > loss_disc: 2.3135769367218018 (2.297729417681694) | > loss_disc_real_0: 0.06121178716421127 (0.08414612826891243) | > loss_disc_real_1: 0.27808183431625366 (0.2396178785711527) | > loss_disc_real_2: 0.27621158957481384 (0.30973098520189524) | > loss_disc_real_3: 0.3079415559768677 (0.2516822135075927) | > loss_disc_real_4: 0.3160759508609772 (0.24743915162980556) | > loss_disc_real_5: 0.26621198654174805 (0.24678885191679) | > loss_0: 2.3135769367218018 (2.297729417681694) | > loss_gen: 2.9341742992401123 (2.7333894670009613) | > loss_kl: 1.8938568830490112 (2.02104502171278) | > loss_feat: 7.014009475708008 (7.311364769935608) | > loss_mel: 18.89528465270996 (20.31502902507782) | > loss_duration: 2.3462774753570557 (2.256609410047531) | > loss_1: 33.08360290527344 (34.63743829727173)  --> STEP: 17 | > loss_disc: 2.368283271789551 (2.301879644393921) | > loss_disc_real_0: 0.062307149171829224 (0.08286148243967224) | > loss_disc_real_1: 0.3327511250972748 (0.24509630483739517) | > loss_disc_real_2: 0.4039119780063629 (0.315271043602158) | > loss_disc_real_3: 0.31558093428611755 (0.25544096178868236) | > loss_disc_real_4: 0.25546762347221375 (0.24791141467935898) | > loss_disc_real_5: 0.23325780034065247 (0.24599290770642898) | > loss_0: 2.368283271789551 (2.301879644393921) | > loss_gen: 2.941956043243408 (2.74565808913287) | > loss_kl: 1.5422013998031616 (1.9928777498357437) | > loss_feat: 6.693342208862305 (7.275010501637178) | > loss_mel: 18.253820419311523 (20.193781460032742) | > loss_duration: 2.3439106941223145 (2.261744779698989) | > loss_1: 31.775230407714844 (34.4690731272978)  --> STEP: 18 | > loss_disc: 2.1869499683380127 (2.295494662390815) | > loss_disc_real_0: 0.05477900058031082 (0.08130134455859661) | > loss_disc_real_1: 0.17576566338539124 (0.24124460253450605) | > loss_disc_real_2: 0.21210740506649017 (0.3095397303501765) | > loss_disc_real_3: 0.20336945354938507 (0.25254810021983254) | > loss_disc_real_4: 0.17042216658592224 (0.24360645645194584) | > loss_disc_real_5: 0.29939377307891846 (0.24895962244934505) | > loss_0: 2.1869499683380127 (2.295494662390815) | > loss_gen: 2.7231802940368652 (2.7444093227386475) | > loss_kl: 1.8891059160232544 (1.987112647957272) | > loss_feat: 8.09290599822998 (7.320449140336779) | > loss_mel: 20.528629302978516 (20.212384117974175) | > loss_duration: 2.2275943756103516 (2.259847535027398) | > loss_1: 35.46141815185547 (34.52420340643989)  --> STEP: 19 | > loss_disc: 2.503448486328125 (2.3064396004927787) | > loss_disc_real_0: 0.11967403441667557 (0.08332095981428497) | > loss_disc_real_1: 0.2815782129764557 (0.24336742413671394) | > loss_disc_real_2: 0.3748042583465576 (0.31297470550788076) | > loss_disc_real_3: 0.240853950381279 (0.2519326186493823) | > loss_disc_real_4: 0.29546424746513367 (0.24633581387369255) | > loss_disc_real_5: 0.25714829564094543 (0.24939060524890297) | > loss_0: 2.503448486328125 (2.3064396004927787) | > loss_gen: 2.5315606594085693 (2.7332067615107487) | > loss_kl: 1.4363430738449097 (1.9581247756355686) | > loss_feat: 6.016377925872803 (7.251813813259727) | > loss_mel: 19.20625114440918 (20.15942975094444) | > loss_duration: 2.329115152359009 (2.263493199097483) | > loss_1: 31.5196475982666 (34.36606889022024)  --> STEP: 20 | > loss_disc: 2.37302827835083 (2.309769034385681) | > loss_disc_real_0: 0.110139861702919 (0.08466190490871668) | > loss_disc_real_1: 0.20702646672725677 (0.24155037626624107) | > loss_disc_real_2: 0.3079358637332916 (0.3127227634191513) | > loss_disc_real_3: 0.2556273937225342 (0.2521173574030399) | > loss_disc_real_4: 0.2996228337287903 (0.24900016486644744) | > loss_disc_real_5: 0.23015096783638 (0.2484286233782768) | > loss_0: 2.37302827835083 (2.309769034385681) | > loss_gen: 2.641622543334961 (2.728627550601959) | > loss_kl: 1.3926596641540527 (1.929851520061493) | > loss_feat: 6.530157089233398 (7.215730977058411) | > loss_mel: 17.429784774780273 (20.02294750213623) | > loss_duration: 2.2992615699768066 (2.265281617641449) | > loss_1: 30.293485641479492 (34.1624397277832)  --> STEP: 21 | > loss_disc: 2.576687812805176 (2.322479452405657) | > loss_disc_real_0: 0.1085943877696991 (0.08580154694971584) | > loss_disc_real_1: 0.3080560863018036 (0.2447173148393631) | > loss_disc_real_2: 0.3833729326725006 (0.3160870571931203) | > loss_disc_real_3: 0.2382274568080902 (0.2514559335651852) | > loss_disc_real_4: 0.2839816212654114 (0.25066594850449336) | > loss_disc_real_5: 0.3141261339187622 (0.2515570762611571) | > loss_0: 2.576687812805176 (2.322479452405657) | > loss_gen: 2.577598810195923 (2.7214357058207193) | > loss_kl: 1.6743979454040527 (1.9176870641254244) | > loss_feat: 5.57785701751709 (7.137736978985014) | > loss_mel: 19.314577102661133 (19.9892155783517) | > loss_duration: 2.1109471321105957 (2.257932356425694) | > loss_1: 31.2553768157959 (34.02400816054571)  --> STEP: 22 | > loss_disc: 2.008323907852173 (2.308199654925953) | > loss_disc_real_0: 0.07134676724672318 (0.08514451150867072) | > loss_disc_real_1: 0.21389810740947723 (0.2433164417743683) | > loss_disc_real_2: 0.3348713517189026 (0.31694088876247406) | > loss_disc_real_3: 0.2620357573032379 (0.2519368346441876) | > loss_disc_real_4: 0.2659294307231903 (0.25135974315079773) | > loss_disc_real_5: 0.27435311675071716 (0.25259325991977344) | > loss_0: 2.008323907852173 (2.308199654925953) | > loss_gen: 3.5675315856933594 (2.759894609451294) | > loss_kl: 1.6336941719055176 (1.9047782962972468) | > loss_feat: 9.757133483886719 (7.256800456480547) | > loss_mel: 22.535402297973633 (20.104951338334516) | > loss_duration: 2.1461305618286133 (2.2528504566712813) | > loss_1: 39.639892578125 (34.27927563407204)  --> STEP: 23 | > loss_disc: 2.549866199493408 (2.3187068959941035) | > loss_disc_real_0: 0.08117006719112396 (0.08497170958182086) | > loss_disc_real_1: 0.31628721952438354 (0.24648908428523852) | > loss_disc_real_2: 0.34800347685813904 (0.31829143607098126) | > loss_disc_real_3: 0.266169011592865 (0.252555624946304) | > loss_disc_real_4: 0.2642218768596649 (0.25191896635553107) | > loss_disc_real_5: 0.30922752618789673 (0.25505561932273535) | > loss_0: 2.549866199493408 (2.3187068959941035) | > loss_gen: 2.7990505695343018 (2.7615970424983813) | > loss_kl: 2.5185351371765137 (1.9314633763354758) | > loss_feat: 6.396475791931152 (7.219395036282747) | > loss_mel: 18.607463836669922 (20.03984318608823) | > loss_duration: 2.254007339477539 (2.252900755923727) | > loss_1: 32.575531005859375 (34.20519978067149)  --> STEP: 24 | > loss_disc: 2.1733808517456055 (2.312651644150416) | > loss_disc_real_0: 0.07437737286090851 (0.08453027888511618) | > loss_disc_real_1: 0.31477290391921997 (0.24933424343665442) | > loss_disc_real_2: 0.3296075463294983 (0.31876294066508615) | > loss_disc_real_3: 0.19376544654369354 (0.2501060341795286) | > loss_disc_real_4: 0.23398566246032715 (0.25117174535989756) | > loss_disc_real_5: 0.15481552481651306 (0.2508789487183094) | > loss_0: 2.1733808517456055 (2.312651644150416) | > loss_gen: 2.704868793487549 (2.759233365456263) | > loss_kl: 2.050729751586914 (1.936432808637619) | > loss_feat: 6.55603551864624 (7.191755056381226) | > loss_mel: 20.353904724121094 (20.052929083506267) | > loss_duration: 2.45220947265625 (2.261205285787582) | > loss_1: 34.11774826049805 (34.20155596733093)  --> STEP: 25 | > loss_disc: 2.4942073822021484 (2.319913873672485) | > loss_disc_real_0: 0.0825592577457428 (0.08445143803954125) | > loss_disc_real_1: 0.21937404572963715 (0.2481358355283737) | > loss_disc_real_2: 0.4234270751476288 (0.3229495060443878) | > loss_disc_real_3: 0.2695257067680359 (0.25088282108306886) | > loss_disc_real_4: 0.2331143468618393 (0.2504494494199752) | > loss_disc_real_5: 0.2592560052871704 (0.2512140309810638) | > loss_0: 2.4942073822021484 (2.319913873672485) | > loss_gen: 2.6238765716552734 (2.7538190937042235) | > loss_kl: 1.852268099784851 (1.9330662202835083) | > loss_feat: 7.904458045959473 (7.220263175964355) | > loss_mel: 19.27490997314453 (20.021808319091797) | > loss_duration: 2.3575596809387207 (2.2650594615936273) | > loss_1: 34.0130729675293 (34.19401664733887)  --> STEP: 26 | > loss_disc: 3.521562099456787 (2.3661311131257277) | > loss_disc_real_0: 0.3142966032028198 (0.09329163669966735) | > loss_disc_real_1: 0.15991906821727753 (0.2447428829394854) | > loss_disc_real_2: 0.1297200471162796 (0.3155176037779221) | > loss_disc_real_3: 0.2874594032764435 (0.25228961270589095) | > loss_disc_real_4: 0.7007324695587158 (0.2677680271176191) | > loss_disc_real_5: 0.2807054817676544 (0.2523483175497788) | > loss_0: 3.521562099456787 (2.3661311131257277) | > loss_gen: 1.788482427597046 (2.7166907603924093) | > loss_kl: 1.8413933515548706 (1.9295403407170222) | > loss_feat: 14.750938415527344 (7.509904531332163) | > loss_mel: 22.70878791809082 (20.125153688284065) | > loss_duration: 2.284566640853882 (2.265809737719022) | > loss_1: 43.37416458129883 (34.54709926018349) --> EVAL PERFORMANCE | > avg_loader_time: 0.002370605101952186 (-7.713758028470583e-05) | > avg_loss_disc: 2.3661311131257277 (+0.020584202729738266) | > avg_loss_disc_real_0: 0.09329163669966735 (-0.03349794146533196) | > avg_loss_disc_real_1: 0.2447428829394854 (-0.07445995566936639) | > avg_loss_disc_real_2: 0.3155176037779221 (+0.04590296028898311) | > avg_loss_disc_real_3: 0.25228961270589095 (-0.02432648551005584) | > avg_loss_disc_real_4: 0.2677680271176191 (+0.03562282598935637) | > avg_loss_disc_real_5: 0.2523483175497788 (-0.002068856587776835) | > avg_loss_0: 2.3661311131257277 (+0.020584202729738266) | > avg_loss_gen: 2.7166907603924093 (-0.22593737565554095) | > avg_loss_kl: 1.9295403407170222 (+0.08207676502374506) | > avg_loss_feat: 7.509904531332163 (+0.16595301261314965) | > avg_loss_mel: 20.125153688284065 (-0.37935583408062357) | > avg_loss_duration: 2.265809737719022 (+0.0028683680754437724) | > avg_loss_1: 34.54709926018349 (-0.3543945459218989)  > EPOCH: 84/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:37:56)   --> TIME: 2024-06-10 18:37:58 -- STEP: 4/330 -- GLOBAL_STEP: 115725 | > loss_disc: 2.3796310424804688 (2.329474985599518) | > loss_disc_real_0: 0.11024989187717438 (0.11189142614603043) | > loss_disc_real_1: 0.19205664098262787 (0.20167000591754913) | > loss_disc_real_2: 0.1643851399421692 (0.19200413674116135) | > loss_disc_real_3: 0.2594713866710663 (0.26267416775226593) | > loss_disc_real_4: 0.2373380810022354 (0.2512143589556217) | > loss_disc_real_5: 0.23391160368919373 (0.24423742294311523) | > loss_0: 2.3796310424804688 (2.329474985599518) | > grad_norm_0: tensor(10.6375, device='cuda:0') (tensor(19.0536, device='cuda:0')) | > loss_gen: 2.4020655155181885 (2.594789206981659) | > loss_kl: 1.4686118364334106 (1.5106987059116364) | > loss_feat: 5.958532810211182 (6.382171988487244) | > loss_mel: 20.117902755737305 (20.185466766357422) | > loss_duration: 2.376267910003662 (2.3770676255226135) | > loss_1: 32.32337951660156 (33.05019474029541) | > grad_norm_1: tensor(184.4368, device='cuda:0') (tensor(147.6497, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3328 (0.3313412070274353) | > loader_time: 0.0027 (0.003125607967376709)  --> TIME: 2024-06-10 18:38:07 -- STEP: 29/330 -- GLOBAL_STEP: 115750 | > loss_disc: 2.2362265586853027 (2.2557090479752113) | > loss_disc_real_0: 0.08736515790224075 (0.1062702292512203) | > loss_disc_real_1: 0.21352817118167877 (0.19886442761996698) | > loss_disc_real_2: 0.2050183266401291 (0.2111090781359837) | > loss_disc_real_3: 0.22152678668498993 (0.23078882026261296) | > loss_disc_real_4: 0.22695183753967285 (0.21913986267714664) | > loss_disc_real_5: 0.21284034848213196 (0.22169369459152222) | > loss_0: 2.2362265586853027 (2.2557090479752113) | > grad_norm_0: tensor(15.9772, device='cuda:0') (tensor(14.3095, device='cuda:0')) | > loss_gen: 2.512190341949463 (2.6095036638194116) | > loss_kl: 1.6101998090744019 (1.538207691291283) | > loss_feat: 7.039711952209473 (6.981364299511087) | > loss_mel: 20.628524780273438 (20.333240114409353) | > loss_duration: 2.1388869285583496 (2.1707341342136774) | > loss_1: 33.92951202392578 (33.63305032664333) | > grad_norm_1: tensor(250.5485, device='cuda:0') (tensor(178.4911, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3477 (0.34021176140883874) | > loader_time: 0.0031 (0.0031104581109408676)  --> TIME: 2024-06-10 18:38:16 -- STEP: 54/330 -- GLOBAL_STEP: 115775 | > loss_disc: 2.1892237663269043 (2.251411358515422) | > loss_disc_real_0: 0.09598333388566971 (0.10872900817129347) | > loss_disc_real_1: 0.200460746884346 (0.2026878297328949) | > loss_disc_real_2: 0.2028965801000595 (0.21248161875539356) | > loss_disc_real_3: 0.1986599564552307 (0.22321572485897276) | > loss_disc_real_4: 0.20573192834854126 (0.2137203379361718) | > loss_disc_real_5: 0.20914749801158905 (0.21620806527358513) | > loss_0: 2.1892237663269043 (2.251411358515422) | > grad_norm_0: tensor(20.2405, device='cuda:0') (tensor(14.2126, device='cuda:0')) | > loss_gen: 2.7662272453308105 (2.6181750739062273) | > loss_kl: 1.6188310384750366 (1.559716284275055) | > loss_feat: 7.561577320098877 (7.142743914215653) | > loss_mel: 21.30168914794922 (20.389741403085214) | > loss_duration: 2.0966498851776123 (2.1295666120670464) | > loss_1: 35.344974517822266 (33.839943673875595) | > grad_norm_1: tensor(289.3883, device='cuda:0') (tensor(188.4369, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3576 (0.34307888702110007) | > loader_time: 0.0034 (0.003266493479410807)  --> TIME: 2024-06-10 18:38:25 -- STEP: 79/330 -- GLOBAL_STEP: 115800 | > loss_disc: 2.150505304336548 (2.243139565745487) | > loss_disc_real_0: 0.13252970576286316 (0.11139734136530116) | > loss_disc_real_1: 0.2103348970413208 (0.20234673819209956) | > loss_disc_real_2: 0.23510313034057617 (0.21282131479510777) | > loss_disc_real_3: 0.21800394356250763 (0.22146788239479065) | > loss_disc_real_4: 0.2011711597442627 (0.21229030154173886) | > loss_disc_real_5: 0.1835593283176422 (0.21155607021307643) | > loss_0: 2.150505304336548 (2.243139565745487) | > grad_norm_0: tensor(29.7072, device='cuda:0') (tensor(14.3717, device='cuda:0')) | > loss_gen: 2.798858880996704 (2.618185625800603) | > loss_kl: 1.430496096611023 (1.5609310820132871) | > loss_feat: 7.253625869750977 (7.224929767318919) | > loss_mel: 20.067358016967773 (20.284476219853275) | > loss_duration: 2.031708240509033 (2.1113712968705576) | > loss_1: 33.58204650878906 (33.79989433288574) | > grad_norm_1: tensor(347.5989, device='cuda:0') (tensor(181.2415, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3719 (0.3487040181703205) | > loader_time: 0.0032 (0.003325996519644049)  --> TIME: 2024-06-10 18:38:34 -- STEP: 104/330 -- GLOBAL_STEP: 115825 | > loss_disc: 2.141342878341675 (2.2429295663650235) | > loss_disc_real_0: 0.10660474002361298 (0.11205517013485615) | > loss_disc_real_1: 0.18041174113750458 (0.20188050258618134) | > loss_disc_real_2: 0.20764602720737457 (0.21262966554898483) | > loss_disc_real_3: 0.207810178399086 (0.22124182590498373) | > loss_disc_real_4: 0.19122694432735443 (0.21179232846658963) | > loss_disc_real_5: 0.2159053385257721 (0.21048603421793535) | > loss_0: 2.141342878341675 (2.2429295663650235) | > grad_norm_0: tensor(7.2238, device='cuda:0') (tensor(14.5965, device='cuda:0')) | > loss_gen: 2.791757583618164 (2.619140574565301) | > loss_kl: 1.3730671405792236 (1.5566417918755457) | > loss_feat: 7.999346733093262 (7.241880256396073) | > loss_mel: 20.9540958404541 (20.302971693185672) | > loss_duration: 2.1264266967773438 (2.106603662555034) | > loss_1: 35.244693756103516 (33.827238284624535) | > grad_norm_1: tensor(152.4303, device='cuda:0') (tensor(187.7000, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.344 (0.35052592937762916) | > loader_time: 0.0036 (0.003414206779920138)  --> TIME: 2024-06-10 18:38:43 -- STEP: 129/330 -- GLOBAL_STEP: 115850 | > loss_disc: 2.166956901550293 (2.241566585939985) | > loss_disc_real_0: 0.09270371496677399 (0.11169820914203807) | > loss_disc_real_1: 0.21673983335494995 (0.20175282414569412) | > loss_disc_real_2: 0.22300705313682556 (0.21336498741031618) | > loss_disc_real_3: 0.23364803194999695 (0.22085812191168466) | > loss_disc_real_4: 0.23501573503017426 (0.2110757644093314) | > loss_disc_real_5: 0.21918192505836487 (0.2106052440728328) | > loss_0: 2.166956901550293 (2.241566585939985) | > grad_norm_0: tensor(12.0590, device='cuda:0') (tensor(15.3490, device='cuda:0')) | > loss_gen: 2.7438700199127197 (2.6263977427815286) | > loss_kl: 1.4710203409194946 (1.555455810339876) | > loss_feat: 7.505633354187012 (7.288526298463807) | > loss_mel: 20.857046127319336 (20.305747083915307) | > loss_duration: 2.0846657752990723 (2.1031688359356657) | > loss_1: 34.66223907470703 (33.87929595533267) | > grad_norm_1: tensor(273.2622, device='cuda:0') (tensor(201.3125, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3627 (0.3526222705841064) | > loader_time: 0.004 (0.0035332043965657554)  --> TIME: 2024-06-10 18:38:53 -- STEP: 154/330 -- GLOBAL_STEP: 115875 | > loss_disc: 2.238837718963623 (2.238709606133499) | > loss_disc_real_0: 0.13123619556427002 (0.11062747844821447) | > loss_disc_real_1: 0.1680365949869156 (0.20118700509721588) | > loss_disc_real_2: 0.16341719031333923 (0.2130182474464565) | > loss_disc_real_3: 0.20018501579761505 (0.2198650652131477) | > loss_disc_real_4: 0.18718278408050537 (0.21019537340510974) | > loss_disc_real_5: 0.18399323523044586 (0.20974548760946696) | > loss_0: 2.238837718963623 (2.238709606133499) | > grad_norm_0: tensor(17.5312, device='cuda:0') (tensor(16.6952, device='cuda:0')) | > loss_gen: 2.67342472076416 (2.6370686973844255) | > loss_kl: 1.3409037590026855 (1.5479587959004686) | > loss_feat: 8.060138702392578 (7.328188886890164) | > loss_mel: 20.636138916015625 (20.306068915825396) | > loss_duration: 2.0986437797546387 (2.1027293182038633) | > loss_1: 34.80924987792969 (33.9220148185631) | > grad_norm_1: tensor(132.5682, device='cuda:0') (tensor(211.9201, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3674 (0.35483970889797456) | > loader_time: 0.0037 (0.003619228090558733)  --> TIME: 2024-06-10 18:39:02 -- STEP: 179/330 -- GLOBAL_STEP: 115900 | > loss_disc: 2.1965439319610596 (2.240995891933336) | > loss_disc_real_0: 0.11297258734703064 (0.10997626480942997) | > loss_disc_real_1: 0.17442269623279572 (0.20172900186237677) | > loss_disc_real_2: 0.20492389798164368 (0.21359145083573944) | > loss_disc_real_3: 0.1897037774324417 (0.21981719535822308) | > loss_disc_real_4: 0.1839752197265625 (0.2105388792033968) | > loss_disc_real_5: 0.18039241433143616 (0.20934592778456276) | > loss_0: 2.1965439319610596 (2.240995891933336) | > grad_norm_0: tensor(16.3835, device='cuda:0') (tensor(17.3156, device='cuda:0')) | > loss_gen: 2.6169369220733643 (2.6384873829740387) | > loss_kl: 1.5708483457565308 (1.5430587603393207) | > loss_feat: 8.005210876464844 (7.329932239468537) | > loss_mel: 19.54022789001465 (20.26422684951868) | > loss_duration: 2.134734630584717 (2.106745298348324) | > loss_1: 33.867958068847656 (33.882450711127774) | > grad_norm_1: tensor(130.1328, device='cuda:0') (tensor(222.1514, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.374 (0.35725191718373206) | > loader_time: 0.0045 (0.003751178027531288)  --> TIME: 2024-06-10 18:39:12 -- STEP: 204/330 -- GLOBAL_STEP: 115925 | > loss_disc: 2.3580853939056396 (2.2375573866507596) | > loss_disc_real_0: 0.15249913930892944 (0.11296170159224786) | > loss_disc_real_1: 0.20324966311454773 (0.20123720044891039) | > loss_disc_real_2: 0.17670787870883942 (0.2129190707323598) | > loss_disc_real_3: 0.2706286311149597 (0.2197541930511886) | > loss_disc_real_4: 0.24213042855262756 (0.20944206073295837) | > loss_disc_real_5: 0.2656913697719574 (0.20843775753004878) | > loss_0: 2.3580853939056396 (2.2375573866507596) | > grad_norm_0: tensor(35.2497, device='cuda:0') (tensor(20.7778, device='cuda:0')) | > loss_gen: 2.4276797771453857 (2.6519783969018973) | > loss_kl: 1.657036542892456 (1.5426760508733632) | > loss_feat: 8.201912879943848 (7.385211021292443) | > loss_mel: 20.021713256835938 (20.23832379135432) | > loss_duration: 2.1166369915008545 (2.112393260586495) | > loss_1: 34.42498016357422 (33.93058267294195) | > grad_norm_1: tensor(330.1133, device='cuda:0') (tensor(241.4394, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.3925 (0.3605010240685705) | > loader_time: 0.0047 (0.0038605612867018755)  --> TIME: 2024-06-10 18:39:22 -- STEP: 229/330 -- GLOBAL_STEP: 115950 | > loss_disc: 2.192631721496582 (2.230426065265872) | > loss_disc_real_0: 0.05628913640975952 (0.11158665041866261) | > loss_disc_real_1: 0.17536650598049164 (0.19989418495430175) | > loss_disc_real_2: 0.21745027601718903 (0.2131744627739144) | > loss_disc_real_3: 0.19464267790317535 (0.2189087573617827) | > loss_disc_real_4: 0.18812215328216553 (0.2098692370554245) | > loss_disc_real_5: 0.16315646469593048 (0.2077857790815778) | > loss_0: 2.192631721496582 (2.230426065265872) | > grad_norm_0: tensor(31.8339, device='cuda:0') (tensor(21.6325, device='cuda:0')) | > loss_gen: 2.7373249530792236 (2.663280544322651) | > loss_kl: 1.5749812126159668 (1.5457341644961755) | > loss_feat: 8.026877403259277 (7.4272318427739705) | > loss_mel: 20.85468292236328 (20.230894938306523) | > loss_duration: 2.1942238807678223 (2.119107038693656) | > loss_1: 35.388092041015625 (33.98624872432532) | > grad_norm_1: tensor(495.8487, device='cuda:0') (tensor(250.9595, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.4 (0.36581685449358664) | > loader_time: 0.006 (0.004024989740296742)  --> TIME: 2024-06-10 18:39:33 -- STEP: 254/330 -- GLOBAL_STEP: 115975 | > loss_disc: 2.0803089141845703 (2.229285410539372) | > loss_disc_real_0: 0.10639750957489014 (0.11209622139888485) | > loss_disc_real_1: 0.19141793251037598 (0.1998558356536655) | > loss_disc_real_2: 0.19146102666854858 (0.21297227292079626) | > loss_disc_real_3: 0.20309007167816162 (0.21854615375751585) | > loss_disc_real_4: 0.1802324652671814 (0.20943321410830565) | > loss_disc_real_5: 0.16257323324680328 (0.20752590067508653) | > loss_0: 2.0803089141845703 (2.229285410539372) | > grad_norm_0: tensor(13.1648, device='cuda:0') (tensor(22.3514, device='cuda:0')) | > loss_gen: 2.862252712249756 (2.664455293670414) | > loss_kl: 1.6874583959579468 (1.5472962100674783) | > loss_feat: 8.004587173461914 (7.436910073588214) | > loss_mel: 19.935396194458008 (20.207433069784816) | > loss_duration: 2.1302404403686523 (2.124405317888484) | > loss_1: 34.61993408203125 (33.98050016117853) | > grad_norm_1: tensor(277.1782, device='cuda:0') (tensor(256.2592, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.4448 (0.37111614163466317) | > loader_time: 0.0058 (0.004197303704389435)  --> TIME: 2024-06-10 18:39:44 -- STEP: 279/330 -- GLOBAL_STEP: 116000 | > loss_disc: 2.1932666301727295 (2.2312558786843417) | > loss_disc_real_0: 0.12398266792297363 (0.11266912081976518) | > loss_disc_real_1: 0.22084525227546692 (0.2003829178523846) | > loss_disc_real_2: 0.21713098883628845 (0.2133092594509911) | > loss_disc_real_3: 0.18895301222801208 (0.21843018353412658) | > loss_disc_real_4: 0.1674569696187973 (0.20963729725730032) | > loss_disc_real_5: 0.15432466566562653 (0.207363396028464) | > loss_0: 2.1932666301727295 (2.2312558786843417) | > grad_norm_0: tensor(16.6360, device='cuda:0') (tensor(21.4770, device='cuda:0')) | > loss_gen: 2.6856865882873535 (2.659997115425739) | > loss_kl: 1.5185365676879883 (1.5511005484502371) | > loss_feat: 8.344152450561523 (7.4497517428517765) | > loss_mel: 20.141490936279297 (20.162969199560028) | > loss_duration: 2.1879851818084717 (2.131971450262171) | > loss_1: 34.87785339355469 (33.955790277023105) | > grad_norm_1: tensor(190.3968, device='cuda:0') (tensor(249.7561, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.4466 (0.37692682546526707) | > loader_time: 0.0061 (0.004363776962389653) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_116000.pth  --> TIME: 2024-06-10 18:40:01 -- STEP: 304/330 -- GLOBAL_STEP: 116025 | > loss_disc: 2.278380870819092 (2.2340405061841015) | > loss_disc_real_0: 0.10175418853759766 (0.11329424378805254) | > loss_disc_real_1: 0.13648387789726257 (0.20068339949571767) | > loss_disc_real_2: 0.189443439245224 (0.21331183078061594) | > loss_disc_real_3: 0.20698535442352295 (0.21868837409113587) | > loss_disc_real_4: 0.23317711055278778 (0.20994038698508555) | > loss_disc_real_5: 0.2375284880399704 (0.2074017186011923) | > loss_0: 2.278380870819092 (2.2340405061841015) | > grad_norm_0: tensor(19.6661, device='cuda:0') (tensor(21.4351, device='cuda:0')) | > loss_gen: 2.6498734951019287 (2.653565684431478) | > loss_kl: 1.6543607711791992 (1.5543528799163668) | > loss_feat: 7.760655879974365 (7.4581959545612335) | > loss_mel: 19.42572593688965 (20.102370155485062) | > loss_duration: 2.270446538925171 (2.1409714225875685) | > loss_1: 33.76106262207031 (33.9094563283419) | > grad_norm_1: tensor(147.1846, device='cuda:0') (tensor(248.3981, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.4649 (0.383958455763365) | > loader_time: 0.0069 (0.004558625189881573)  --> TIME: 2024-06-10 18:40:29 -- STEP: 329/330 -- GLOBAL_STEP: 116050 | > loss_disc: 2.450471878051758 (2.2402172251675263) | > loss_disc_real_0: 0.1133488118648529 (0.11518356219885197) | > loss_disc_real_1: 0.2242332398891449 (0.2012879358870642) | > loss_disc_real_2: 0.20571303367614746 (0.21336912945773465) | > loss_disc_real_3: 0.26878875494003296 (0.21871107427182535) | > loss_disc_real_4: 0.21105346083641052 (0.20985634865007144) | > loss_disc_real_5: 0.18123413622379303 (0.20700390854323888) | > loss_0: 2.450471878051758 (2.2402172251675263) | > grad_norm_0: tensor(16.6176, device='cuda:0') (tensor(21.5621, device='cuda:0')) | > loss_gen: 2.4606411457061768 (2.6476646781330055) | > loss_kl: 1.8474258184432983 (1.566895403035869) | > loss_feat: 10.93385124206543 (7.556651140056482) | > loss_mel: 21.229373931884766 (20.086773040446836) | > loss_duration: 2.2914323806762695 (2.1537334560260937) | > loss_1: 38.76272201538086 (34.01171793836236) | > grad_norm_1: tensor(289.9391, device='cuda:0') (tensor(251.9022, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 13.7962 (0.4388754722919869) | > loader_time: 0.0339 (0.00503070158799006)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.44394850730896 (2.44394850730896) | > loss_disc_real_0: 0.10017568618059158 (0.10017568618059158) | > loss_disc_real_1: 0.27528849244117737 (0.27528849244117737) | > loss_disc_real_2: 0.2405267357826233 (0.2405267357826233) | > loss_disc_real_3: 0.36011558771133423 (0.36011558771133423) | > loss_disc_real_4: 0.21104559302330017 (0.21104559302330017) | > loss_disc_real_5: 0.2682977020740509 (0.2682977020740509) | > loss_0: 2.44394850730896 (2.44394850730896) | > loss_gen: 2.571564197540283 (2.571564197540283) | > loss_kl: 1.4864288568496704 (1.4864288568496704) | > loss_feat: 5.12202787399292 (5.12202787399292) | > loss_mel: 18.482011795043945 (18.482011795043945) | > loss_duration: 2.8129289150238037 (2.8129289150238037) | > loss_1: 30.47496223449707 (30.47496223449707)  --> STEP: 1 | > loss_disc: 2.514709234237671 (2.514709234237671) | > loss_disc_real_0: 0.13954231142997742 (0.13954231142997742) | > loss_disc_real_1: 0.2347078174352646 (0.2347078174352646) | > loss_disc_real_2: 0.2615117132663727 (0.2615117132663727) | > loss_disc_real_3: 0.32364603877067566 (0.32364603877067566) | > loss_disc_real_4: 0.22860047221183777 (0.22860047221183777) | > loss_disc_real_5: 0.2390236109495163 (0.2390236109495163) | > loss_0: 2.514709234237671 (2.514709234237671) | > loss_gen: 2.270049571990967 (2.270049571990967) | > loss_kl: 1.5954691171646118 (1.5954691171646118) | > loss_feat: 4.092562198638916 (4.092562198638916) | > loss_mel: 19.20357894897461 (19.20357894897461) | > loss_duration: 2.3787760734558105 (2.3787760734558105) | > loss_1: 29.540435791015625 (29.540435791015625)  --> STEP: 2 | > loss_disc: 2.5397679805755615 (2.527238607406616) | > loss_disc_real_0: 0.08302637934684753 (0.11128434538841248) | > loss_disc_real_1: 0.3078639805316925 (0.27128589898347855) | > loss_disc_real_2: 0.27148929238319397 (0.2665005028247833) | > loss_disc_real_3: 0.36236798763275146 (0.34300701320171356) | > loss_disc_real_4: 0.28925397992134094 (0.25892722606658936) | > loss_disc_real_5: 0.37872999906539917 (0.30887680500745773) | > loss_0: 2.5397679805755615 (2.527238607406616) | > loss_gen: 2.715646743774414 (2.4928481578826904) | > loss_kl: 2.2418181896209717 (1.9186436533927917) | > loss_feat: 5.399030685424805 (4.74579644203186) | > loss_mel: 20.386886596679688 (19.79523277282715) | > loss_duration: 2.4468886852264404 (2.4128323793411255) | > loss_1: 33.19027328491211 (31.365354537963867)  --> STEP: 3 | > loss_disc: 2.037888526916504 (2.364121913909912) | > loss_disc_real_0: 0.10068123042583466 (0.10774997373421986) | > loss_disc_real_1: 0.2756970524787903 (0.2727562834819158) | > loss_disc_real_2: 0.21068033576011658 (0.2478937804698944) | > loss_disc_real_3: 0.2196546047925949 (0.3018895437320073) | > loss_disc_real_4: 0.2464464157819748 (0.25476695597171783) | > loss_disc_real_5: 0.21387308835983276 (0.2772088994582494) | > loss_0: 2.037888526916504 (2.364121913909912) | > loss_gen: 3.054163932800293 (2.679953416188558) | > loss_kl: 1.8027342557907104 (1.8800071875254314) | > loss_feat: 6.805227756500244 (5.432273546854655) | > loss_mel: 20.44083595275879 (20.010433832804363) | > loss_duration: 2.188081741333008 (2.3379155000050864) | > loss_1: 34.291046142578125 (32.34058507283529)  --> STEP: 4 | > loss_disc: 2.1513266563415527 (2.3109230995178223) | > loss_disc_real_0: 0.1346750110387802 (0.11448123306035995) | > loss_disc_real_1: 0.24362722039222717 (0.26547401770949364) | > loss_disc_real_2: 0.2627735137939453 (0.25161371380090714) | > loss_disc_real_3: 0.2634969651699066 (0.29229139909148216) | > loss_disc_real_4: 0.20470792055130005 (0.2422521971166134) | > loss_disc_real_5: 0.23605352640151978 (0.266920056194067) | > loss_0: 2.1513266563415527 (2.3109230995178223) | > loss_gen: 2.8157458305358887 (2.7139015197753906) | > loss_kl: 2.029953718185425 (1.9174938201904297) | > loss_feat: 8.47596549987793 (6.193196535110474) | > loss_mel: 21.021169662475586 (20.263117790222168) | > loss_duration: 2.2827625274658203 (2.3241272568702698) | > loss_1: 36.62559509277344 (33.411837577819824)  --> STEP: 5 | > loss_disc: 2.228043794631958 (2.2943472385406496) | > loss_disc_real_0: 0.0812399834394455 (0.10783298313617706) | > loss_disc_real_1: 0.24717283248901367 (0.2618137806653976) | > loss_disc_real_2: 0.24387136101722717 (0.2500652432441711) | > loss_disc_real_3: 0.28945401310920715 (0.29172392189502716) | > loss_disc_real_4: 0.2120833694934845 (0.2362184315919876) | > loss_disc_real_5: 0.20406483113765717 (0.254349011182785) | > loss_0: 2.228043794631958 (2.2943472385406496) | > loss_gen: 2.646495819091797 (2.700420379638672) | > loss_kl: 1.4611334800720215 (1.826221752166748) | > loss_feat: 6.679691314697266 (6.290495491027832) | > loss_mel: 20.502744674682617 (20.311043167114256) | > loss_duration: 2.341163396835327 (2.327534484863281) | > loss_1: 33.631229400634766 (33.45571594238281)  --> STEP: 6 | > loss_disc: 2.545544385910034 (2.3362134297688804) | > loss_disc_real_0: 0.12785238027572632 (0.11116954932610194) | > loss_disc_real_1: 0.20340628921985626 (0.25207919875780743) | > loss_disc_real_2: 0.2560366690158844 (0.25106048087279004) | > loss_disc_real_3: 0.4289875030517578 (0.31460118542114895) | > loss_disc_real_4: 0.30631810426712036 (0.2479017103711764) | > loss_disc_real_5: 0.2823765277862549 (0.25902026395003) | > loss_0: 2.545544385910034 (2.3362134297688804) | > loss_gen: 2.5950725078582764 (2.682862401008606) | > loss_kl: 1.8758149147033691 (1.8344872792561848) | > loss_feat: 6.2965087890625 (6.291497707366943) | > loss_mel: 21.115571975708008 (20.445131301879883) | > loss_duration: 2.15956449508667 (2.299539486567179) | > loss_1: 34.04253005981445 (33.553518295288086)  --> STEP: 7 | > loss_disc: 2.746216058731079 (2.394785233906337) | > loss_disc_real_0: 0.16349300742149353 (0.11864432905401502) | > loss_disc_real_1: 0.4117891490459442 (0.274894905941827) | > loss_disc_real_2: 0.268644243478775 (0.2535724469593593) | > loss_disc_real_3: 0.39863651990890503 (0.3266062332051141) | > loss_disc_real_4: 0.3188295066356659 (0.2580342526946749) | > loss_disc_real_5: 0.33672255277633667 (0.2701205909252167) | > loss_0: 2.746216058731079 (2.394785233906337) | > loss_gen: 2.613581895828247 (2.6729651859828403) | > loss_kl: 1.8847383260726929 (1.8416660002299718) | > loss_feat: 4.282459735870361 (6.004492282867432) | > loss_mel: 19.270973205566406 (20.277394430977957) | > loss_duration: 2.3731398582458496 (2.310053825378418) | > loss_1: 30.424894332885742 (33.106572014944895)  --> STEP: 8 | > loss_disc: 1.741955280303955 (2.3131814897060394) | > loss_disc_real_0: 0.11846937239170074 (0.11862245947122574) | > loss_disc_real_1: 0.1926904320716858 (0.2646193467080593) | > loss_disc_real_2: 0.20356374979019165 (0.24732135981321335) | > loss_disc_real_3: 0.26290568709373474 (0.3186436649411917) | > loss_disc_real_4: 0.20454418659210205 (0.2513479944318533) | > loss_disc_real_5: 0.18708093464374542 (0.25974063389003277) | > loss_0: 1.741955280303955 (2.3131814897060394) | > loss_gen: 3.521660089492798 (2.779052048921585) | > loss_kl: 1.8839313983917236 (1.8469491750001907) | > loss_feat: 9.839468955993652 (6.483864367008209) | > loss_mel: 22.45392417907715 (20.549460649490356) | > loss_duration: 2.2222142219543457 (2.299073874950409) | > loss_1: 39.92119598388672 (33.95840001106262)  --> STEP: 9 | > loss_disc: 2.2095181941986084 (2.3016633457607694) | > loss_disc_real_0: 0.14938920736312866 (0.12204098701477051) | > loss_disc_real_1: 0.18147292733192444 (0.25538085566626656) | > loss_disc_real_2: 0.29205411672592163 (0.2522916661368476) | > loss_disc_real_3: 0.3245527744293213 (0.31930023266209495) | > loss_disc_real_4: 0.186819389462471 (0.24417814943525526) | > loss_disc_real_5: 0.2402096688747406 (0.2575705266661114) | > loss_0: 2.2095181941986084 (2.3016633457607694) | > loss_gen: 3.2797603607177734 (2.8346863057878284) | > loss_kl: 1.112396001815796 (1.7653321557574801) | > loss_feat: 10.725140571594238 (6.9551172786288795) | > loss_mel: 20.922199249267578 (20.590876049465603) | > loss_duration: 2.1068854331970215 (2.277719603644477) | > loss_1: 38.14638137817383 (34.42373127407498)  --> STEP: 10 | > loss_disc: 2.5081005096435547 (2.322307062149048) | > loss_disc_real_0: 0.14030061662197113 (0.12386694997549057) | > loss_disc_real_1: 0.2998921573162079 (0.25983198583126066) | > loss_disc_real_2: 0.29108837246894836 (0.25617133677005766) | > loss_disc_real_3: 0.36126184463500977 (0.32349639385938644) | > loss_disc_real_4: 0.28828004002571106 (0.24858833849430084) | > loss_disc_real_5: 0.2954840064048767 (0.26136187463998795) | > loss_0: 2.5081005096435547 (2.322307062149048) | > loss_gen: 2.8511269092559814 (2.8363303661346437) | > loss_kl: 2.071286916732788 (1.795927631855011) | > loss_feat: 6.378415107727051 (6.8974470615386965) | > loss_mel: 21.065258026123047 (20.638314247131348) | > loss_duration: 2.2861099243164062 (2.27855863571167) | > loss_1: 34.652198791503906 (34.44657802581787)  --> STEP: 11 | > loss_disc: 2.3758385181427 (2.3271735581484707) | > loss_disc_real_0: 0.16702412068843842 (0.1277903291312131) | > loss_disc_real_1: 0.22884665429592133 (0.2570151375098662) | > loss_disc_real_2: 0.19938597083091736 (0.2510090307755904) | > loss_disc_real_3: 0.35333460569381714 (0.3262089585716074) | > loss_disc_real_4: 0.3040580451488495 (0.2536310390992598) | > loss_disc_real_5: 0.27498483657836914 (0.26260032572529535) | > loss_0: 2.3758385181427 (2.3271735581484707) | > loss_gen: 2.943934202194214 (2.84611253304915) | > loss_kl: 2.281834602355957 (1.8401009928096423) | > loss_feat: 7.806139945983887 (6.980055505579168) | > loss_mel: 18.3897762298584 (20.433901700106535) | > loss_duration: 2.4188108444213867 (2.2913088365034624) | > loss_1: 33.84049606323242 (34.39147966558283)  --> STEP: 12 | > loss_disc: 2.522589683532715 (2.3434582352638245) | > loss_disc_real_0: 0.13165196776390076 (0.12811213235060373) | > loss_disc_real_1: 0.23850665986537933 (0.2554727643728256) | > loss_disc_real_2: 0.3139977753162384 (0.2562580928206444) | > loss_disc_real_3: 0.4096461534500122 (0.3331620581448078) | > loss_disc_real_4: 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3.119128704071045 (2.8660901143000674) | > loss_kl: 1.815243124961853 (1.8149466606286855) | > loss_feat: 8.28288459777832 (6.984585541945237) | > loss_mel: 20.562252044677734 (20.460871036236103) | > loss_duration: 2.1652684211730957 (2.273418829991267) | > loss_1: 35.94477462768555 (34.39991217393141)  --> STEP: 14 | > loss_disc: 2.143582344055176 (2.3348554713385448) | > loss_disc_real_0: 0.09481982886791229 (0.12459051289728709) | > loss_disc_real_1: 0.219524085521698 (0.253728694149426) | > loss_disc_real_2: 0.3007952868938446 (0.2604417566742216) | > loss_disc_real_3: 0.35798174142837524 (0.33726877506290165) | > loss_disc_real_4: 0.21112701296806335 (0.25297825996364864) | > loss_disc_real_5: 0.2533223032951355 (0.26923912444284986) | > loss_0: 2.143582344055176 (2.3348554713385448) | > loss_gen: 3.0235755443573 (2.87733907358987) | > loss_kl: 2.308467149734497 (1.8501981241362435) | > loss_feat: 7.877828121185303 (7.048388583319528) | > loss_mel: 21.029552459716797 (20.501491137913295) | > loss_duration: 2.3690690994262695 (2.2802509920937672) | > loss_1: 36.608489990234375 (34.55766773223876)  --> STEP: 15 | > loss_disc: 2.471925973892212 (2.3439935048421225) | > loss_disc_real_0: 0.17082136869430542 (0.12767256995042164) | > loss_disc_real_1: 0.3016991913318634 (0.25692672729492183) | > loss_disc_real_2: 0.35256144404411316 (0.2665830691655477) | > loss_disc_real_3: 0.2881205081939697 (0.3339922239383062) | > loss_disc_real_4: 0.21746471524238586 (0.2506106903155645) | > loss_disc_real_5: 0.3301225006580353 (0.27329801619052885) | > loss_0: 2.471925973892212 (2.3439935048421225) | > loss_gen: 2.7977654933929443 (2.8720341682434083) | > loss_kl: 2.15397310256958 (1.8704497893651326) | > loss_feat: 8.089484214782715 (7.117794958750407) | > loss_mel: 20.235986709594727 (20.483790842692056) | > loss_duration: 2.29640531539917 (2.2813279469807943) | > loss_1: 35.57361602783203 (34.62539761861164)  --> STEP: 16 | > loss_disc: 2.595428466796875 (2.3597081899642944) | > loss_disc_real_0: 0.21247756481170654 (0.13297288212925196) | > loss_disc_real_1: 0.2290291041135788 (0.2551831258460879) | > loss_disc_real_2: 0.22906741499900818 (0.26423834078013897) | > loss_disc_real_3: 0.3718842566013336 (0.3363604759797454) | > loss_disc_real_4: 0.26525357365608215 (0.25152587052434683) | > loss_disc_real_5: 0.2973329722881317 (0.27480020094662905) | > loss_0: 2.595428466796875 (2.3597081899642944) | > loss_gen: 2.4277164936065674 (2.8442643135786057) | > loss_kl: 1.8634533882141113 (1.8700125142931938) | > loss_feat: 5.488733768463135 (7.015978634357452) | > loss_mel: 14.079219818115234 (20.083505153656006) | > loss_duration: 2.3717856407165527 (2.286981552839279) | > loss_1: 26.230911254882812 (34.100742220878594)  --> STEP: 17 | > loss_disc: 2.279911994934082 (2.3550142961389877) | > loss_disc_real_0: 0.14262455701828003 (0.13354062771095948) | > loss_disc_real_1: 0.30962395668029785 (0.25838552765986494) | > loss_disc_real_2: 0.2182503044605255 (0.2615331621731029) | > loss_disc_real_3: 0.3645889163017273 (0.33802097246927376) | > loss_disc_real_4: 0.22084805369377136 (0.24972129306372473) | > loss_disc_real_5: 0.2120075225830078 (0.2711065139840631) | > loss_0: 2.279911994934082 (2.3550142961389877) | > loss_gen: 2.8239712715148926 (2.8430706052219166) | > loss_kl: 1.7168101072311401 (1.861000607995426) | > loss_feat: 6.264044284820557 (6.971747202031753) | > loss_mel: 18.175935745239258 (19.97129518845502) | > loss_duration: 2.386183023452759 (2.2928169334636017) | > loss_1: 31.366943359375 (33.93993052314309)  --> STEP: 18 | > loss_disc: 2.158687114715576 (2.344107230504354) | > loss_disc_real_0: 0.08627555519342422 (0.1309147903488742) | > loss_disc_real_1: 0.17316611111164093 (0.25365111562940806) | > loss_disc_real_2: 0.26653218269348145 (0.26181088553534615) | > loss_disc_real_3: 0.416013240814209 (0.3423538762662146) | > loss_disc_real_4: 0.23534129559993744 (0.24892240431573656) | > loss_disc_real_5: 0.2490156590938568 (0.2698792442679405) | > loss_0: 2.158687114715576 (2.344107230504354) | > loss_gen: 3.0899336338043213 (2.856785217920939) | > loss_kl: 2.0161235332489014 (1.8696185482872858) | > loss_feat: 11.104402542114258 (7.20133916536967) | > loss_mel: 21.79652976989746 (20.072697109646267) | > loss_duration: 2.1952357292175293 (2.2873957554499307) | > loss_1: 40.20222854614258 (34.28783596886528)  --> STEP: 19 | > loss_disc: 2.5285391807556152 (2.35381417525442) | > loss_disc_real_0: 0.06162820756435394 (0.12726812809705734) | > loss_disc_real_1: 0.20923911035060883 (0.251313641667366) | > loss_disc_real_2: 0.24974393844604492 (0.2611757830569619) | > loss_disc_real_3: 0.31157800555229187 (0.34073409359706075) | > loss_disc_real_4: 0.3071584403514862 (0.2519874588439339) | > loss_disc_real_5: 0.37987375259399414 (0.2756684289166802) | > loss_0: 2.5285391807556152 (2.35381417525442) | > loss_gen: 2.539440393447876 (2.840082858738146) | > loss_kl: 1.6828001737594604 (1.8597860022595054) | > loss_feat: 5.606349945068359 (7.117392364301179) | > loss_mel: 18.670259475708008 (19.998884602596885) | > loss_duration: 2.3262252807617188 (2.289439414676867) | > loss_1: 30.825075149536133 (34.10558539942691)  --> STEP: 20 | > loss_disc: 2.264084577560425 (2.3493276953697206) | > loss_disc_real_0: 0.07533391565084457 (0.1246714174747467) | > loss_disc_real_1: 0.18613217771053314 (0.24805456846952434) | > loss_disc_real_2: 0.22773593664169312 (0.25950379073619845) | > loss_disc_real_3: 0.403840571641922 (0.3438894174993038) | > loss_disc_real_4: 0.20933294296264648 (0.24985473304986955) | > loss_disc_real_5: 0.3030143976211548 (0.2770357273519039) | > loss_0: 2.264084577560425 (2.3493276953697206) | > loss_gen: 2.764127731323242 (2.836285102367401) | > loss_kl: 1.981798529624939 (1.865886628627777) | > loss_feat: 7.278473854064941 (7.125446438789368) | > loss_mel: 21.094558715820312 (20.053668308258057) | > loss_duration: 2.3069376945495605 (2.290314328670502) | > loss_1: 35.42589569091797 (34.17160091400146)  --> STEP: 21 | > loss_disc: 2.1253297328948975 (2.3386611257280623) | > loss_disc_real_0: 0.15686848759651184 (0.12620461129006885) | > loss_disc_real_1: 0.1296544373035431 (0.24241646698542998) | > loss_disc_real_2: 0.25562751293182373 (0.25931920607884723) | > loss_disc_real_3: 0.2768292725086212 (0.34069607726165224) | > loss_disc_real_4: 0.20152981579303741 (0.2475535465138299) | > loss_disc_real_5: 0.2403743714094162 (0.2752899484974997) | > loss_0: 2.1253297328948975 (2.3386611257280623) | > loss_gen: 3.0302507877349854 (2.845521563575381) | > loss_kl: 1.668924331665039 (1.8565074716295515) | > loss_feat: 7.2130656242370605 (7.129618780953543) | > loss_mel: 19.767375946044922 (20.04003533862886) | > loss_duration: 2.157031774520874 (2.2839675403776623) | > loss_1: 33.836647033691406 (34.15565072922479)  --> STEP: 22 | > loss_disc: 2.3073530197143555 (2.3372380300001665) | > loss_disc_real_0: 0.12408064305782318 (0.12610806727951224) | > loss_disc_real_1: 0.24433301389217377 (0.24250358275391834) | > loss_disc_real_2: 0.26838061213493347 (0.2597310881723057) | > loss_disc_real_3: 0.36066117882728577 (0.34160358187827194) | > loss_disc_real_4: 0.21626681089401245 (0.24613142216747458) | > loss_disc_real_5: 0.28600335121154785 (0.27577692134813825) | > loss_0: 2.3073530197143555 (2.3372380300001665) | > loss_gen: 3.0900657176971436 (2.8566372069445523) | > loss_kl: 1.7208365201950073 (1.8503406102007085) | > loss_feat: 9.533865928649902 (7.238902742212469) | > loss_mel: 20.42888832092285 (20.05771047418768) | > loss_duration: 2.160804271697998 (2.2783692099831323) | > loss_1: 36.9344596862793 (34.28196022727272)  --> STEP: 23 | > loss_disc: 2.7135002613067627 (2.3535972574482793) | > loss_disc_real_0: 0.18371006846427917 (0.12861250211363254) | > loss_disc_real_1: 0.25963422656059265 (0.24324839335420853) | > loss_disc_real_2: 0.3150928318500519 (0.2621381205061208) | > loss_disc_real_3: 0.3074478507041931 (0.3401185500880946) | > loss_disc_real_4: 0.2755540907382965 (0.24741066862707553) | > loss_disc_real_5: 0.25120821595191956 (0.27470871676569397) | > loss_0: 2.7135002613067627 (2.3535972574482793) | > loss_gen: 2.3393664360046387 (2.8341471734254258) | > loss_kl: 1.9188599586486816 (1.853319712307142) | > loss_feat: 6.026706695556641 (7.186198566270911) | > loss_mel: 19.06462287902832 (20.01453275265901) | > loss_duration: 2.2602779865264893 (2.277582635050235) | > loss_1: 31.609834671020508 (34.16578085526175)  --> STEP: 24 | > loss_disc: 2.5299270153045654 (2.3609443306922913) | > loss_disc_real_0: 0.1583043336868286 (0.1298496617625157) | > loss_disc_real_1: 0.21897846460342407 (0.24223714632292584) | > loss_disc_real_2: 0.2497069537639618 (0.2616201552251975) | > loss_disc_real_3: 0.3671458065509796 (0.34124468577404815) | > loss_disc_real_4: 0.28864753246307373 (0.24912887128690878) | > loss_disc_real_5: 0.2977542579174042 (0.2756689476470152) | > loss_0: 2.5299270153045654 (2.3609443306922913) | > loss_gen: 2.517874240875244 (2.820969134569168) | > loss_kl: 1.6677582263946533 (1.8455879837274551) | > loss_feat: 5.589195251464844 (7.119656761487325) | > loss_mel: 20.18670082092285 (20.021706422170006) | > loss_duration: 2.3758981227874756 (2.281679113705953) | > loss_1: 32.337425231933594 (34.089599370956414)  --> STEP: 25 | > loss_disc: 2.093472957611084 (2.350245475769043) | > loss_disc_real_0: 0.07588443905115128 (0.12769105285406113) | > loss_disc_real_1: 0.27961379289627075 (0.24373221218585964) | > loss_disc_real_2: 0.26828059554100037 (0.26188657283782957) | > loss_disc_real_3: 0.26472753286361694 (0.3381839996576309) | > loss_disc_real_4: 0.23590749502182007 (0.24860001623630523) | > loss_disc_real_5: 0.23197561502456665 (0.27392121434211725) | > loss_0: 2.093472957611084 (2.350245475769043) | > loss_gen: 3.1221470832824707 (2.8330162525177003) | > loss_kl: 1.8669239282608032 (1.846441421508789) | > loss_feat: 8.72596263885498 (7.183908996582031) | > loss_mel: 21.10208511352539 (20.06492156982422) | > loss_duration: 2.339031457901001 (2.283973207473755) | > loss_1: 37.156150817871094 (34.212261428832996)  --> STEP: 26 | > loss_disc: 2.4583847522735596 (2.3544046787115245) | > loss_disc_real_0: 0.3176460266113281 (0.1349970133831868) | > loss_disc_real_1: 0.17572885751724243 (0.24111669854475898) | > loss_disc_real_2: 0.16826850175857544 (0.2582858777963198) | > loss_disc_real_3: 0.20462854206562042 (0.33304725128870744) | > loss_disc_real_4: 0.12839804589748383 (0.24397686353096595) | > loss_disc_real_5: 0.15669676661491394 (0.2694125817372248) | > loss_0: 2.4583847522735596 (2.3544046787115245) | > loss_gen: 2.1446001529693604 (2.8065387102273793) | > loss_kl: 1.8539402484893799 (1.8467298379311194) | > loss_feat: 18.807661056518555 (7.6309763835026665) | > loss_mel: 23.663585662841797 (20.20333172724797) | > loss_duration: 2.316472053527832 (2.28522316309122) | > loss_1: 48.786258697509766 (34.772799785320565) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024532721592829777 (+8.266705733079183e-05) | > avg_loss_disc: 2.3544046787115245 (-0.01172643441420318) | > avg_loss_disc_real_0: 0.1349970133831868 (+0.04170537668351944) | > avg_loss_disc_real_1: 0.24111669854475898 (-0.0036261843947264227) | > avg_loss_disc_real_2: 0.2582858777963198 (-0.05723172598160231) | > avg_loss_disc_real_3: 0.33304725128870744 (+0.08075763858281648) | > avg_loss_disc_real_4: 0.24397686353096595 (-0.023791163586653147) | > avg_loss_disc_real_5: 0.2694125817372248 (+0.017064264187446) | > avg_loss_0: 2.3544046787115245 (-0.01172643441420318) | > avg_loss_gen: 2.8065387102273793 (+0.08984794983497002) | > avg_loss_kl: 1.8467298379311194 (-0.08281050278590274) | > avg_loss_feat: 7.6309763835026665 (+0.12107185217050365) | > avg_loss_mel: 20.20333172724797 (+0.0781780389639053) | > avg_loss_duration: 2.28522316309122 (+0.019413425372198034) | > avg_loss_1: 34.772799785320565 (+0.2257005251370785)  > EPOCH: 85/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:40:34)   --> TIME: 2024-06-10 18:40:44 -- STEP: 24/330 -- GLOBAL_STEP: 116075 | > loss_disc: 2.399505853652954 (2.326779673496882) | > loss_disc_real_0: 0.1022319570183754 (0.10877342894673347) | > loss_disc_real_1: 0.16328288614749908 (0.19885177227358022) | > loss_disc_real_2: 0.21170857548713684 (0.2216376724342505) | > loss_disc_real_3: 0.30663344264030457 (0.22416808269917965) | > loss_disc_real_4: 0.2237023413181305 (0.21333434681097665) | > loss_disc_real_5: 0.21528007090091705 (0.2235000915825367) | > loss_0: 2.399505853652954 (2.326779673496882) | > grad_norm_0: tensor(16.1175, device='cuda:0') (tensor(15.7131, device='cuda:0')) | > loss_gen: 2.618950366973877 (2.5887050529321036) | > loss_kl: 1.7319839000701904 (1.6032425512870152) | > loss_feat: 7.096208572387695 (6.989383618036906) | > loss_mel: 19.882144927978516 (20.3032333056132) | > loss_duration: 2.0864975452423096 (2.1909571985403686) | > loss_1: 33.41578674316406 (33.675521532694496) | > grad_norm_1: tensor(226.8684, device='cuda:0') (tensor(149.2662, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.343 (0.34419448177019757) | > loader_time: 0.003 (0.003065029780069987)  --> TIME: 2024-06-10 18:40:52 -- STEP: 49/330 -- GLOBAL_STEP: 116100 | > loss_disc: 2.3250980377197266 (2.315705192332365) | > loss_disc_real_0: 0.08014769852161407 (0.10693762040868098) | > loss_disc_real_1: 0.226074680685997 (0.20153816439667527) | > loss_disc_real_2: 0.19514423608779907 (0.22154923361174914) | > loss_disc_real_3: 0.2146213799715042 (0.22801188212268206) | > loss_disc_real_4: 0.20220158994197845 (0.2209991967799712) | > loss_disc_real_5: 0.20410804450511932 (0.22340102037604975) | > loss_0: 2.3250980377197266 (2.315705192332365) | > grad_norm_0: tensor(10.6718, device='cuda:0') (tensor(16.8169, device='cuda:0')) | > loss_gen: 2.60799241065979 (2.60896728963268) | > loss_kl: 1.6964290142059326 (1.5998185751389484) | > loss_feat: 7.014559745788574 (7.12057029957674) | > loss_mel: 20.6140079498291 (20.369871061675404) | > loss_duration: 2.046215772628784 (2.136813056712248) | > loss_1: 33.97920608520508 (33.836040652528105) | > grad_norm_1: tensor(320.7455, device='cuda:0') (tensor(228.1106, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3502 (0.3413150748428033) | > loader_time: 0.0034 (0.0031541853534932038)  --> TIME: 2024-06-10 18:41:01 -- STEP: 74/330 -- GLOBAL_STEP: 116125 | > loss_disc: 2.2346749305725098 (2.300161748319059) | > loss_disc_real_0: 0.06985488533973694 (0.10940314779007757) | > loss_disc_real_1: 0.23792503774166107 (0.20033606866727005) | > loss_disc_real_2: 0.1695372760295868 (0.21796406261824272) | > loss_disc_real_3: 0.1841970980167389 (0.2282324727322604) | > loss_disc_real_4: 0.16721150279045105 (0.2192040037464451) | > loss_disc_real_5: 0.15903601050376892 (0.22145602570192233) | > loss_0: 2.2346749305725098 (2.300161748319059) | > grad_norm_0: tensor(15.0262, device='cuda:0') (tensor(20.5605, device='cuda:0')) | > loss_gen: 2.5274553298950195 (2.5978113380638335) | > loss_kl: 1.447685718536377 (1.6044765195331059) | > loss_feat: 7.140499591827393 (7.109996086842305) | > loss_mel: 20.12997055053711 (20.369749223863757) | > loss_duration: 2.0086421966552734 (2.1116436204394766) | > loss_1: 33.254249572753906 (33.793676994942345) | > grad_norm_1: tensor(334.2836, device='cuda:0') (tensor(254.2438, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3463 (0.34230189065675476) | > loader_time: 0.0036 (0.0033053256369925833)  --> TIME: 2024-06-10 18:41:10 -- STEP: 99/330 -- GLOBAL_STEP: 116150 | > loss_disc: 2.285693407058716 (2.289749114200321) | > loss_disc_real_0: 0.09021216630935669 (0.1117373996160247) | > loss_disc_real_1: 0.20683610439300537 (0.20095204539371259) | > loss_disc_real_2: 0.2626349925994873 (0.21821639859917188) | > loss_disc_real_3: 0.23221470415592194 (0.22576661603619355) | > loss_disc_real_4: 0.2023119330406189 (0.21769257883230844) | > loss_disc_real_5: 0.22085614502429962 (0.2180985441111555) | > loss_0: 2.285693407058716 (2.289749114200321) | > grad_norm_0: tensor(35.3246, device='cuda:0') (tensor(22.1031, device='cuda:0')) | > loss_gen: 2.620180606842041 (2.603780837974165) | > loss_kl: 1.4784818887710571 (1.6026791081284029) | > loss_feat: 7.043012619018555 (7.127584351433648) | > loss_mel: 19.92058753967285 (20.327818957242094) | > loss_duration: 2.0724284648895264 (2.103560789666994) | > loss_1: 33.13468933105469 (33.76542432380445) | > grad_norm_1: tensor(278.7721, device='cuda:0') (tensor(256.3937, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3583 (0.34395305074826643) | > loader_time: 0.0039 (0.0034044342811661537)  --> TIME: 2024-06-10 18:41:19 -- STEP: 124/330 -- GLOBAL_STEP: 116175 | > loss_disc: 2.213853120803833 (2.273610272715168) | > loss_disc_real_0: 0.0784042626619339 (0.11152017194657557) | > loss_disc_real_1: 0.2955390214920044 (0.20030908635066402) | > loss_disc_real_2: 0.19468410313129425 (0.21645875527493416) | > loss_disc_real_3: 0.1856715977191925 (0.22304179495380771) | > loss_disc_real_4: 0.16606812179088593 (0.2150963068969788) | > loss_disc_real_5: 0.15619400143623352 (0.2155409774953319) | > loss_0: 2.213853120803833 (2.273610272715168) | > grad_norm_0: tensor(7.3129, device='cuda:0') (tensor(20.1157, device='cuda:0')) | > loss_gen: 2.612546682357788 (2.611990786367849) | > loss_kl: 1.7071893215179443 (1.6045315592519696) | > loss_feat: 8.173718452453613 (7.1870865052746185) | > loss_mel: 21.135602951049805 (20.32980781985867) | > loss_duration: 2.102644920349121 (2.10201319186918) | > loss_1: 35.7317008972168 (33.835430083736284) | > grad_norm_1: tensor(141.9186, device='cuda:0') (tensor(243.9753, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3617 (0.3471127287034066) | > loader_time: 0.0041 (0.0035208002213508852)  --> TIME: 2024-06-10 18:41:29 -- STEP: 149/330 -- GLOBAL_STEP: 116200 | > loss_disc: 2.241983413696289 (2.2758936401981633) | > loss_disc_real_0: 0.15984821319580078 (0.11316023446969538) | > loss_disc_real_1: 0.20625507831573486 (0.19994756879422487) | > loss_disc_real_2: 0.20253118872642517 (0.21614830865955992) | > loss_disc_real_3: 0.21941561996936798 (0.2231119136082246) | > loss_disc_real_4: 0.19285006821155548 (0.21489309324514147) | > loss_disc_real_5: 0.2415972203016281 (0.21510700041415706) | > loss_0: 2.241983413696289 (2.2758936401981633) | > grad_norm_0: tensor(31.3471, device='cuda:0') (tensor(19.3204, device='cuda:0')) | > loss_gen: 2.6148173809051514 (2.6101885833996277) | > loss_kl: 1.641530990600586 (1.605977432839822) | > loss_feat: 6.650524139404297 (7.199575961836232) | > loss_mel: 20.478261947631836 (20.298863865385112) | > loss_duration: 2.1036906242370605 (2.1019417871564805) | > loss_1: 33.48882293701172 (33.816547829032736) | > grad_norm_1: tensor(163.9001, device='cuda:0') (tensor(231.0550, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3668 (0.3509902986104057) | > loader_time: 0.0043 (0.0036808420347687384)  --> TIME: 2024-06-10 18:41:38 -- STEP: 174/330 -- GLOBAL_STEP: 116225 | > loss_disc: 2.3411378860473633 (2.2749348454091742) | > loss_disc_real_0: 0.1319330632686615 (0.11377640034275494) | > loss_disc_real_1: 0.20079636573791504 (0.20094817971018536) | > loss_disc_real_2: 0.22790098190307617 (0.21573857783243575) | > loss_disc_real_3: 0.23934002220630646 (0.22355962715957356) | > loss_disc_real_4: 0.24543602764606476 (0.21486172816534152) | > loss_disc_real_5: 0.2183709293603897 (0.21451024925229192) | > loss_0: 2.3411378860473633 (2.2749348454091742) | > grad_norm_0: tensor(15.6976, device='cuda:0') (tensor(18.9153, device='cuda:0')) | > loss_gen: 2.5510149002075195 (2.6091069791508845) | > loss_kl: 1.4871251583099365 (1.6059113597047736) | > loss_feat: 7.252662181854248 (7.219326019287109) | > loss_mel: 20.557308197021484 (20.31106542170733) | > loss_duration: 2.1735000610351562 (2.104485869407652) | > loss_1: 34.021610260009766 (33.84989576230105) | > grad_norm_1: tensor(318.2047, device='cuda:0') (tensor(228.2456, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3629 (0.35466820070113264) | > loader_time: 0.0046 (0.0038070788328675017)  --> TIME: 2024-06-10 18:41:48 -- STEP: 199/330 -- GLOBAL_STEP: 116250 | > loss_disc: 2.3512632846832275 (2.2712971301534086) | > loss_disc_real_0: 0.09320548176765442 (0.11391650832927407) | > loss_disc_real_1: 0.19789767265319824 (0.20115562382355404) | > loss_disc_real_2: 0.2501663863658905 (0.21582687432741998) | > loss_disc_real_3: 0.19672226905822754 (0.22289681599367803) | > loss_disc_real_4: 0.2106212079524994 (0.21453590653649526) | > loss_disc_real_5: 0.19157250225543976 (0.21297254851415529) | > loss_0: 2.3512632846832275 (2.2712971301534086) | > grad_norm_0: tensor(11.5951, device='cuda:0') (tensor(19.3249, device='cuda:0')) | > loss_gen: 2.377687454223633 (2.6184305833212735) | > loss_kl: 1.5496538877487183 (1.6076094613003369) | > loss_feat: 6.289626121520996 (7.2638819613049375) | > loss_mel: 20.44712257385254 (20.30114581237486) | > loss_duration: 2.2238292694091797 (2.1104299147524417) | > loss_1: 32.88792037963867 (33.901497922351005) | > grad_norm_1: tensor(188.6706, device='cuda:0') (tensor(233.7233, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3914 (0.35896269520323487) | > loader_time: 0.0049 (0.003933047529441029)  --> TIME: 2024-06-10 18:41:59 -- STEP: 224/330 -- GLOBAL_STEP: 116275 | > loss_disc: 2.0896077156066895 (2.2666645709957414) | > loss_disc_real_0: 0.07555127143859863 (0.11457758174011749) | > loss_disc_real_1: 0.1412031501531601 (0.20065720252958788) | > loss_disc_real_2: 0.19506555795669556 (0.21580421053139226) | > loss_disc_real_3: 0.23138268291950226 (0.22234898492959992) | > loss_disc_real_4: 0.19949594140052795 (0.21371314894141896) | > loss_disc_real_5: 0.2175227701663971 (0.2123093224529709) | > loss_0: 2.0896077156066895 (2.2666645709957414) | > grad_norm_0: tensor(39.6383, device='cuda:0') (tensor(20.4131, device='cuda:0')) | > loss_gen: 2.7396392822265625 (2.629150225647862) | > loss_kl: 1.6322202682495117 (1.6131262156580173) | > loss_feat: 8.261380195617676 (7.301300031798227) | > loss_mel: 20.98136329650879 (20.282911292144227) | > loss_duration: 2.227114200592041 (2.115654171577521) | > loss_1: 35.84171676635742 (33.942142077854704) | > grad_norm_1: tensor(348.2356, device='cuda:0') (tensor(237.9141, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.3925 (0.3645361555474146) | > loader_time: 0.0052 (0.004070048885686058)  --> TIME: 2024-06-10 18:42:09 -- STEP: 249/330 -- GLOBAL_STEP: 116300 | > loss_disc: 2.244605779647827 (2.267074761141737) | > loss_disc_real_0: 0.10916344821453094 (0.1164924339896225) | > loss_disc_real_1: 0.22617916762828827 (0.20056119441507328) | > loss_disc_real_2: 0.25389212369918823 (0.21569686236391106) | > loss_disc_real_3: 0.20065627992153168 (0.22194027739116945) | > loss_disc_real_4: 0.22432614862918854 (0.21413736871208053) | > loss_disc_real_5: 0.22835633158683777 (0.2124666994714354) | > loss_0: 2.244605779647827 (2.267074761141737) | > grad_norm_0: tensor(29.2798, device='cuda:0') (tensor(21.1502, device='cuda:0')) | > loss_gen: 2.6826531887054443 (2.6304433211744103) | > loss_kl: 1.6987581253051758 (1.6130308674042482) | > loss_feat: 7.1632537841796875 (7.3060406891696426) | > loss_mel: 19.862728118896484 (20.24087401087504) | > loss_duration: 2.1719088554382324 (2.122079383896056) | > loss_1: 33.57929992675781 (33.91246837018483) | > grad_norm_1: tensor(245.7299, device='cuda:0') (tensor(246.3490, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.4145 (0.3696080211654725) | > loader_time: 0.0057 (0.004241585252754182)  --> TIME: 2024-06-10 18:42:20 -- STEP: 274/330 -- GLOBAL_STEP: 116325 | > loss_disc: 2.1741726398468018 (2.2627372967935844) | > loss_disc_real_0: 0.12191211432218552 (0.11637635795521911) | > loss_disc_real_1: 0.1813673973083496 (0.20076098146229765) | > loss_disc_real_2: 0.2230963557958603 (0.21550835435190338) | > loss_disc_real_3: 0.23749421536922455 (0.22131819919730625) | > loss_disc_real_4: 0.21066200733184814 (0.2134857023284383) | > loss_disc_real_5: 0.19529524445533752 (0.21147587509268392) | > loss_0: 2.1741726398468018 (2.2627372967935844) | > grad_norm_0: tensor(29.7412, device='cuda:0') (tensor(21.3839, device='cuda:0')) | > loss_gen: 2.5877890586853027 (2.631457167820341) | > loss_kl: 1.5675338506698608 (1.6162591855021289) | > loss_feat: 7.105215549468994 (7.331111914920111) | > loss_mel: 19.179330825805664 (20.20202306761358) | > loss_duration: 2.2008132934570312 (2.1289931352991243) | > loss_1: 32.64068603515625 (33.909844558604426) | > grad_norm_1: tensor(238.6332, device='cuda:0') (tensor(250.3213, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.4498 (0.3750097264338585) | > loader_time: 0.0059 (0.004411352811938656)  --> TIME: 2024-06-10 18:42:32 -- STEP: 299/330 -- GLOBAL_STEP: 116350 | > loss_disc: 2.2520458698272705 (2.264003150837878) | > loss_disc_real_0: 0.12622807919979095 (0.1166844352033226) | > loss_disc_real_1: 0.17199479043483734 (0.2010416239001679) | > loss_disc_real_2: 0.20942193269729614 (0.21507518242633458) | > loss_disc_real_3: 0.18154537677764893 (0.22101660232280806) | > loss_disc_real_4: 0.178463876247406 (0.21380628555714093) | > loss_disc_real_5: 0.15546226501464844 (0.21154841267344948) | > loss_0: 2.2520458698272705 (2.264003150837878) | > grad_norm_0: tensor(10.1692, device='cuda:0') (tensor(21.2390, device='cuda:0')) | > loss_gen: 2.632096290588379 (2.6292260753669883) | > loss_kl: 1.5051014423370361 (1.6192212543359967) | > loss_feat: 7.7704691886901855 (7.347625199767658) | > loss_mel: 20.12137794494629 (20.153482341447393) | > loss_duration: 2.2852277755737305 (2.1375577298295134) | > loss_1: 34.314273834228516 (33.88711264619859) | > grad_norm_1: tensor(181.6035, device='cuda:0') (tensor(245.7312, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.4655 (0.3818541569853308) | > loader_time: 0.007 (0.0045915543036317355)  --> TIME: 2024-06-10 18:42:45 -- STEP: 324/330 -- GLOBAL_STEP: 116375 | > loss_disc: 2.357194662094116 (2.264936492766866) | > loss_disc_real_0: 0.10753118246793747 (0.11759272325829959) | > loss_disc_real_1: 0.2513728141784668 (0.20162244030722865) | > loss_disc_real_2: 0.25035205483436584 (0.2151770011786325) | > loss_disc_real_3: 0.19747348129749298 (0.22030068409663658) | > loss_disc_real_4: 0.20989499986171722 (0.21364003576246313) | > loss_disc_real_5: 0.2601810097694397 (0.21115940574694572) | > loss_0: 2.357194662094116 (2.264936492766866) | > grad_norm_0: tensor(27.5306, device='cuda:0') (tensor(21.5096, device='cuda:0')) | > loss_gen: 2.6550328731536865 (2.6313235266709047) | > loss_kl: 1.9155832529067993 (1.6236528500362681) | > loss_feat: 10.83531379699707 (7.4166858887966765) | > loss_mel: 20.932809829711914 (20.12631456351574) | > loss_duration: 2.327098846435547 (2.1505474455562625) | > loss_1: 38.66584014892578 (33.94852436913385) | > grad_norm_1: tensor(388.1836, device='cuda:0') (tensor(245.3187, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.5936 (0.39371398054523254) | > loader_time: 0.0089 (0.004870741455643264)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3668107986450195 (2.3668107986450195) | > loss_disc_real_0: 0.1293899565935135 (0.1293899565935135) | > loss_disc_real_1: 0.2258622795343399 (0.2258622795343399) | > loss_disc_real_2: 0.3018934726715088 (0.3018934726715088) | > loss_disc_real_3: 0.3668603003025055 (0.3668603003025055) | > loss_disc_real_4: 0.4186325967311859 (0.4186325967311859) | > loss_disc_real_5: 0.23424938321113586 (0.23424938321113586) | > loss_0: 2.3668107986450195 (2.3668107986450195) | > loss_gen: 3.0928633213043213 (3.0928633213043213) | > loss_kl: 1.529508113861084 (1.529508113861084) | > loss_feat: 6.72507381439209 (6.72507381439209) | > loss_mel: 21.010122299194336 (21.010122299194336) | > loss_duration: 2.736091136932373 (2.736091136932373) | > loss_1: 35.093658447265625 (35.093658447265625)  --> STEP: 1 | > loss_disc: 2.3542306423187256 (2.3542306423187256) | > loss_disc_real_0: 0.16611695289611816 (0.16611695289611816) | > loss_disc_real_1: 0.19593462347984314 (0.19593462347984314) | > loss_disc_real_2: 0.289651095867157 (0.289651095867157) | > loss_disc_real_3: 0.292707622051239 (0.292707622051239) | > loss_disc_real_4: 0.22586293518543243 (0.22586293518543243) | > loss_disc_real_5: 0.24458415806293488 (0.24458415806293488) | > loss_0: 2.3542306423187256 (2.3542306423187256) | > loss_gen: 2.584861993789673 (2.584861993789673) | > loss_kl: 1.8803197145462036 (1.8803197145462036) | > loss_feat: 5.220903396606445 (5.220903396606445) | > loss_mel: 20.256006240844727 (20.256006240844727) | > loss_duration: 2.3708395957946777 (2.3708395957946777) | > loss_1: 32.312931060791016 (32.312931060791016)  --> STEP: 2 | > loss_disc: 2.7160468101501465 (2.535138726234436) | > loss_disc_real_0: 0.11504913866519928 (0.14058304578065872) | > loss_disc_real_1: 0.2179563194513321 (0.20694547146558762) | > loss_disc_real_2: 0.3694934546947479 (0.32957227528095245) | > loss_disc_real_3: 0.4353175759315491 (0.36401259899139404) | > loss_disc_real_4: 0.35207563638687134 (0.2889692857861519) | > loss_disc_real_5: 0.33968207240104675 (0.2921331152319908) | > loss_0: 2.7160468101501465 (2.535138726234436) | > loss_gen: 2.5358870029449463 (2.5603744983673096) | > loss_kl: 1.70490300655365 (1.7926113605499268) | > loss_feat: 4.767120838165283 (4.994012117385864) | > loss_mel: 23.850831985473633 (22.05341911315918) | > loss_duration: 2.4271507263183594 (2.3989951610565186) | > loss_1: 35.28589630126953 (33.79941368103027)  --> STEP: 3 | > loss_disc: 2.112445592880249 (2.3942410151163735) | > loss_disc_real_0: 0.09406885504722595 (0.12507831553618112) | > loss_disc_real_1: 0.1898576021194458 (0.2012495150168737) | > loss_disc_real_2: 0.2809019684791565 (0.3133488396803538) | > loss_disc_real_3: 0.26778385043144226 (0.3319363494714101) | > loss_disc_real_4: 0.26124703884124756 (0.2797285368045171) | > loss_disc_real_5: 0.2543521821498871 (0.27953947087128955) | > loss_0: 2.112445592880249 (2.3942410151163735) | > loss_gen: 3.1750752925872803 (2.7652747631073) | > loss_kl: 2.4168941974639893 (2.0007056395212808) | > loss_feat: 8.331501960754395 (6.106508731842041) | > loss_mel: 22.26936149597168 (22.125399907430012) | > loss_duration: 2.154731512069702 (2.3175739447275796) | > loss_1: 38.347564697265625 (35.31546401977539)  --> STEP: 4 | > loss_disc: 2.398238182067871 (2.395240306854248) | > loss_disc_real_0: 0.07774992287158966 (0.11324621737003326) | > loss_disc_real_1: 0.25841447710990906 (0.21554075554013252) | > loss_disc_real_2: 0.32000333070755005 (0.31501246243715286) | > loss_disc_real_3: 0.3166986405849457 (0.328126922249794) | > loss_disc_real_4: 0.3599010705947876 (0.29977167025208473) | > loss_disc_real_5: 0.3428998291492462 (0.29537956044077873) | > loss_0: 2.398238182067871 (2.395240306854248) | > loss_gen: 3.223477602005005 (2.879825472831726) | > loss_kl: 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(2.317762517929077) | > loss_1: 33.35211181640625 (34.95994567871094)  --> STEP: 6 | > loss_disc: 2.261852264404297 (2.395104686419169) | > loss_disc_real_0: 0.20007172226905823 (0.1443850894769033) | > loss_disc_real_1: 0.3201141357421875 (0.2665746435523033) | > loss_disc_real_2: 0.22438207268714905 (0.3013805200656255) | > loss_disc_real_3: 0.31839337944984436 (0.3230382303396861) | > loss_disc_real_4: 0.29246222972869873 (0.2951389128963153) | > loss_disc_real_5: 0.20353306829929352 (0.27332433064778644) | > loss_0: 2.261852264404297 (2.395104686419169) | > loss_gen: 3.2420363426208496 (2.957349101702372) | > loss_kl: 1.645255208015442 (1.8696214358011882) | > loss_feat: 6.4244384765625 (6.368011633555095) | > loss_mel: 21.210865020751953 (21.427269617716473) | > loss_duration: 2.1566946506500244 (2.2909178733825684) | > loss_1: 34.679290771484375 (34.913169860839844)  --> STEP: 7 | > loss_disc: 1.895866870880127 (2.3237849984850203) | > loss_disc_real_0: 0.13780322670936584 (0.1434448233672551) | > loss_disc_real_1: 0.30992764234542847 (0.27276792909417835) | > loss_disc_real_2: 0.20934264361858368 (0.2882322520017624) | > loss_disc_real_3: 0.20236441493034363 (0.30579911385263714) | > loss_disc_real_4: 0.1860395222902298 (0.2795532856668745) | > loss_disc_real_5: 0.12162385135889053 (0.25165283360651564) | > loss_0: 1.895866870880127 (2.3237849984850203) | > loss_gen: 3.1728060245513916 (2.988128662109375) | > loss_kl: 2.551480531692505 (1.9670298780713762) | > loss_feat: 7.539890289306641 (6.53542287009103) | > loss_mel: 22.717315673828125 (21.611561911446707) | > loss_duration: 2.4087774753570557 (2.3077549593789235) | > loss_1: 38.3902702331543 (35.409898485456196)  --> STEP: 8 | > loss_disc: 2.260903835296631 (2.3159248530864716) | > loss_disc_real_0: 0.12701265513896942 (0.14139080233871937) | > loss_disc_real_1: 0.2563995122909546 (0.27072187699377537) | > loss_disc_real_2: 0.23903058469295502 (0.28208204358816147) | > loss_disc_real_3: 0.22198881208896637 (0.2953228261321783) | > loss_disc_real_4: 0.1866510957479477 (0.26794051192700863) | > loss_disc_real_5: 0.2120298445224762 (0.2466999599710107) | > loss_0: 2.260903835296631 (2.3159248530864716) | > loss_gen: 2.4799580574035645 (2.9246073365211487) | > loss_kl: 1.9541492462158203 (1.9654197990894318) | > loss_feat: 7.554449558258057 (6.662801206111908) | > loss_mel: 17.785499572753906 (21.133304119110107) | > loss_duration: 2.1891770362854004 (2.2929327189922333) | > loss_1: 31.963232040405273 (34.97906517982483)  --> STEP: 9 | > loss_disc: 2.4666013717651367 (2.332666688495212) | > loss_disc_real_0: 0.12897655367851257 (0.14001144137647417) | > loss_disc_real_1: 0.3533003330230713 (0.2798972609970305) | > loss_disc_real_2: 0.33656200766563416 (0.2881353729301029) | > loss_disc_real_3: 0.31554800271987915 (0.2975700679752562) | > loss_disc_real_4: 0.366788774728775 (0.278923652238316) | > loss_disc_real_5: 0.34368059039115906 (0.2574755855732494) | > loss_0: 2.4666013717651367 (2.332666688495212) | > loss_gen: 3.301590919494629 (2.96649440129598) | > loss_kl: 1.9333573579788208 (1.9618573056326971) | > loss_feat: 6.696323871612549 (6.66652594672309) | > loss_mel: 21.101879119873047 (21.129812452528213) | > loss_duration: 2.0834641456604004 (2.269658433066474) | > loss_1: 35.116615295410156 (34.99434852600098)  --> STEP: 10 | > loss_disc: 2.027604341506958 (2.302160453796387) | > loss_disc_real_0: 0.08363984525203705 (0.13437428176403046) | > loss_disc_real_1: 0.2409919798374176 (0.2760067328810692) | > loss_disc_real_2: 0.30457982420921326 (0.2897798180580139) | > loss_disc_real_3: 0.3033107817173004 (0.2981441393494606) | > loss_disc_real_4: 0.23315837979316711 (0.2743471249938011) | > loss_disc_real_5: 0.2149028182029724 (0.2532183088362217) | > loss_0: 2.027604341506958 (2.302160453796387) | > loss_gen: 3.1233198642730713 (2.982176947593689) | > loss_kl: 1.9303125143051147 (1.9587028264999389) | > loss_feat: 6.690314769744873 (6.668904829025268) | > loss_mel: 20.52042579650879 (21.068873786926268) | > loss_duration: 2.220423698425293 (2.264734959602356) | > loss_1: 34.484798431396484 (34.943393516540525)  --> STEP: 11 | > loss_disc: 2.57570481300354 (2.3270281228152188) | > loss_disc_real_0: 0.17647632956504822 (0.13820174065503207) | > loss_disc_real_1: 0.207951158285141 (0.2698198624632575) | > loss_disc_real_2: 0.32521548867225647 (0.2930012426593087) | > loss_disc_real_3: 0.32942062616348267 (0.3009874563325535) | > loss_disc_real_4: 0.3994174599647522 (0.28571715544570575) | > loss_disc_real_5: 0.35665830969810486 (0.2626219452782111) | > loss_0: 2.57570481300354 (2.3270281228152188) | > loss_gen: 2.992274045944214 (2.9830948656255547) | > loss_kl: 2.852965831756592 (2.0399994633414527) | > loss_feat: 6.488952159881592 (6.652545495466753) | > loss_mel: 19.424936294555664 (20.919424923983488) | > loss_duration: 2.369908571243286 (2.274296197024259) | > loss_1: 34.12903594970703 (34.86936101046476)  --> STEP: 12 | > loss_disc: 2.6793088912963867 (2.3563848535219827) | > loss_disc_real_0: 0.13430321216583252 (0.1378768632809321) | > loss_disc_real_1: 0.2520526051521301 (0.26833925768733025) | > loss_disc_real_2: 0.3238087594509125 (0.2955685357252757) | > loss_disc_real_3: 0.34649085998535156 (0.30477940663695335) | > loss_disc_real_4: 0.34055882692337036 (0.2902872947355111) | > loss_disc_real_5: 0.2825053036212921 (0.26427889180680114) | > loss_0: 2.6793088912963867 (2.3563848535219827) | > loss_gen: 2.9037554264068604 (2.976483245690664) | > loss_kl: 1.565102219581604 (2.000424693028132) | > loss_feat: 6.399276256561279 (6.631439725557963) | > loss_mel: 20.549224853515625 (20.888574918111164) | > loss_duration: 2.2028307914733887 (2.268340746561686) | > loss_1: 33.62018966674805 (34.765263398488365)  --> STEP: 13 | > loss_disc: 2.1913671493530273 (2.343691183970525) | > loss_disc_real_0: 0.14159806072711945 (0.13816310923833114) | > loss_disc_real_1: 0.3364121913909912 (0.2735756372029965) | > loss_disc_real_2: 0.3350010812282562 (0.29860180845627415) | > loss_disc_real_3: 0.2597227394580841 (0.3013135091616557) | > loss_disc_real_4: 0.2104608118534088 (0.2841467960522725) | > loss_disc_real_5: 0.1574292629957199 (0.25605968959056413) | > loss_0: 2.1913671493530273 (2.343691183970525) | > loss_gen: 3.1566033363342285 (2.9903386372786303) | > loss_kl: 1.9345916509628296 (1.9953606128692627) | > loss_feat: 7.713191986083984 (6.714651437906118) | > loss_mel: 19.703859329223633 (20.797442949735203) | > loss_duration: 2.097039222717285 (2.255163706265963) | > loss_1: 34.60528564453125 (34.75295741741474)  --> STEP: 14 | > loss_disc: 2.4476897716522217 (2.3511196545192172) | > loss_disc_real_0: 0.0821034237742424 (0.13415884599089622) | > loss_disc_real_1: 0.24021722376346588 (0.27119289338588715) | > loss_disc_real_2: 0.292117714881897 (0.2981386589152472) | > loss_disc_real_3: 0.33246728777885437 (0.3035387790628842) | > loss_disc_real_4: 0.3672172427177429 (0.2900803993855204) | > loss_disc_real_5: 0.36389824748039246 (0.26376244372555185) | > loss_0: 2.4476897716522217 (2.3511196545192172) | > loss_gen: 2.9539847373962402 (2.987741930144174) | > loss_kl: 2.088217258453369 (2.0019932304109846) | > loss_feat: 7.086984157562256 (6.741246632167271) | > loss_mel: 21.38405990600586 (20.83934416089739) | > loss_duration: 2.3411808013916016 (2.261307784489223) | > loss_1: 35.85442352294922 (34.831633567810066)  --> STEP: 15 | > loss_disc: 2.624053955078125 (2.369315274556478) | > loss_disc_real_0: 0.11547857522964478 (0.1329134946068128) | > loss_disc_real_1: 0.27643755078315735 (0.2715425372123718) | > loss_disc_real_2: 0.25770753622055054 (0.2954432507356008) | > loss_disc_real_3: 0.3628907799720764 (0.307495579123497) | > loss_disc_real_4: 0.3979845345020294 (0.29727400839328766) | > loss_disc_real_5: 0.40488144755363464 (0.2731703773140907) | > loss_0: 2.624053955078125 (2.369315274556478) | > loss_gen: 2.7767627239227295 (2.973676649729411) | > loss_kl: 2.2814717292785645 (2.02062513033549) | > loss_feat: 5.336154460906982 (6.647573820749918) | > loss_mel: 21.312589645385742 (20.87089385986328) | > loss_duration: 2.2399187088012695 (2.259881846110026) | > loss_1: 33.946895599365234 (34.77265103658041)  --> STEP: 16 | > loss_disc: 2.0549445152282715 (2.349667102098465) | > loss_disc_real_0: 0.09822256863117218 (0.13074531173333526) | > loss_disc_real_1: 0.20120739936828613 (0.26714659109711647) | > loss_disc_real_2: 0.3358314335346222 (0.2979675121605396) | > loss_disc_real_3: 0.23111282289028168 (0.30272165685892105) | > loss_disc_real_4: 0.2942812740802765 (0.29708696249872446) | > loss_disc_real_5: 0.23314392566680908 (0.2706687240861356) | > loss_0: 2.0549445152282715 (2.349667102098465) | > loss_gen: 3.374995231628418 (2.9987590610980988) | > loss_kl: 2.1899938583374023 (2.0312106758356094) | > loss_feat: 8.382144927978516 (6.755984514951706) | > loss_mel: 19.634809494018555 (20.793638586997986) | > loss_duration: 2.376183271408081 (2.2671506851911545) | > loss_1: 35.958126068115234 (34.84674322605134)  --> STEP: 17 | > loss_disc: 2.330054521560669 (2.3485134208903595) | > loss_disc_real_0: 0.091761514544487 (0.12845214719281478) | > loss_disc_real_1: 0.24777619540691376 (0.2660071560565163) | > loss_disc_real_2: 0.35614845156669617 (0.3013899203609018) | > loss_disc_real_3: 0.3305407762527466 (0.3043580756467931) | > loss_disc_real_4: 0.21901333332061768 (0.29249439607648287) | > loss_disc_real_5: 0.39766573905944824 (0.2781391367316246) | > loss_0: 2.330054521560669 (2.3485134208903595) | > loss_gen: 3.220801591873169 (3.0118203864378086) | > loss_kl: 1.5644750595092773 (2.003755639581119) | > loss_feat: 6.9277238845825195 (6.766086830812342) | > loss_mel: 20.208084106445312 (20.759194205789004) | > loss_duration: 2.3647780418395996 (2.2728934708763573) | > loss_1: 34.28586196899414 (34.81375021093032)  --> STEP: 18 | > loss_disc: 2.2333695888519287 (2.3421165413326688) | > loss_disc_real_0: 0.09162590652704239 (0.1264062449336052) | > loss_disc_real_1: 0.15556861460208893 (0.2598716815312703) | > loss_disc_real_2: 0.26738473773002625 (0.2995007435480754) | > loss_disc_real_3: 0.2440485656261444 (0.30100754731231266) | > loss_disc_real_4: 0.29156625270843506 (0.29244283255603576) | > loss_disc_real_5: 0.28505322337150574 (0.2785232526560624) | > loss_0: 2.2333695888519287 (2.3421165413326688) | > loss_gen: 2.8197021484375 (3.001147150993347) | > loss_kl: 1.9518375396728516 (2.0008713006973267) | > loss_feat: 8.626522064208984 (6.869444343778822) | > loss_mel: 18.279512405395508 (20.621434105767143) | > loss_duration: 2.214735984802246 (2.2696624994277954) | > loss_1: 33.892311096191406 (34.76255914900038)  --> STEP: 19 | > loss_disc: 2.1169745922088623 (2.330266965062995) | > loss_disc_real_0: 0.10526254028081894 (0.12529341837293223) | > loss_disc_real_1: 0.19952170550823212 (0.256695367003742) | > loss_disc_real_2: 0.34968650341033936 (0.3021420993302998) | > loss_disc_real_3: 0.21913352608680725 (0.2966983883004439) | > loss_disc_real_4: 0.17679648101329803 (0.28635618247483907) | > loss_disc_real_5: 0.20254501700401306 (0.27452439814805984) | > loss_0: 2.1169745922088623 (2.330266965062995) | > loss_gen: 2.876701593399048 (2.9945973848041736) | > loss_kl: 1.8724621534347534 (1.9941129245256122) | > loss_feat: 9.380376815795898 (7.0015986844113) | > loss_mel: 20.462724685668945 (20.613080978393555) | > loss_duration: 2.307349920272827 (2.2716460478933236) | > loss_1: 36.89961624145508 (34.87503583807694)  --> STEP: 20 | > loss_disc: 2.56030011177063 (2.3417686223983765) | > loss_disc_real_0: 0.1378474235534668 (0.12592111863195896) | > loss_disc_real_1: 0.2345753163099289 (0.25558936446905134) | > loss_disc_real_2: 0.3173116147518158 (0.3029005751013756) | > loss_disc_real_3: 0.3584122061729431 (0.2997840791940689) | > loss_disc_real_4: 0.32724276185035706 (0.28840051144361495) | > loss_disc_real_5: 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(1.9690853697913033) | > loss_feat: 6.712963581085205 (6.857388133094425) | > loss_mel: 19.546161651611328 (20.55126753307524) | > loss_duration: 2.1288421154022217 (2.26818205061413) | > loss_1: 32.925209045410156 (34.62284151713053)  --> STEP: 22 | > loss_disc: 2.2274582386016846 (2.340314464135603) | > loss_disc_real_0: 0.10543089359998703 (0.1253557394851338) | > loss_disc_real_1: 0.3398684859275818 (0.25834764404730365) | > loss_disc_real_2: 0.24659104645252228 (0.3018956245346503) | > loss_disc_real_3: 0.3677438497543335 (0.30357740277593787) | > loss_disc_real_4: 0.24998663365840912 (0.2835155590014024) | > loss_disc_real_5: 0.2102539837360382 (0.2760957299985669) | > loss_0: 2.2274582386016846 (2.340314464135603) | > loss_gen: 3.1270203590393066 (2.983741456812078) | > loss_kl: 1.3380944728851318 (1.9404039653864773) | > loss_feat: 7.105152130126953 (6.868650132959539) | > loss_mel: 21.509302139282227 (20.594814560630102) | > loss_duration: 2.1534128189086914 (2.262965267354792) | > loss_1: 35.23298263549805 (34.65057520432906)  --> STEP: 23 | > loss_disc: 2.3391950130462646 (2.3402657923491104) | > loss_disc_real_0: 0.08829271048307419 (0.12374430344156596) | > loss_disc_real_1: 0.19387252628803253 (0.2555443780577701) | > loss_disc_real_2: 0.3168022930622101 (0.30254374055758765) | > loss_disc_real_3: 0.3105555772781372 (0.30388080166733783) | > loss_disc_real_4: 0.3398335576057434 (0.2859641676363738) | > loss_disc_real_5: 0.2672998607158661 (0.275713300899319) | > loss_0: 2.3391950130462646 (2.3402657923491104) | > loss_gen: 2.926530599594116 (2.9812540282373843) | > loss_kl: 2.579515218734741 (1.968191411184228) | > loss_feat: 8.242545127868652 (6.928384697955588) | > loss_mel: 21.195240020751953 (20.620920015418008) | > loss_duration: 2.3041012287139893 (2.264753787413887) | > loss_1: 37.247928619384766 (34.763503613679305)  --> STEP: 24 | > loss_disc: 2.2197723388671875 (2.3352452317873635) | > loss_disc_real_0: 0.11710952967405319 (0.12346785453458627) | > loss_disc_real_1: 0.26520904898643494 (0.25594707267979777) | > loss_disc_real_2: 0.26790258288383484 (0.301100358987848) | > loss_disc_real_3: 0.31321778893470764 (0.30426984280347824) | > loss_disc_real_4: 0.2539256513118744 (0.2846292294561863) | > loss_disc_real_5: 0.27994686365127563 (0.27588969934731716) | > loss_0: 2.2197723388671875 (2.3352452317873635) | > loss_gen: 2.9451842308044434 (2.9797511200110116) | > loss_kl: 1.5221613645553589 (1.949606825908025) | > loss_feat: 6.917464733123779 (6.927929699420929) | > loss_mel: 20.188013076782227 (20.602882226308186) | > loss_duration: 2.414276123046875 (2.2709838847319284) | > loss_1: 33.987098693847656 (34.73115340868632)  --> STEP: 25 | > loss_disc: 2.3151907920837402 (2.3344430541992187) | > loss_disc_real_0: 0.09942067414522171 (0.12250596731901169) | > loss_disc_real_1: 0.17033492028713226 (0.25252258658409116) | > loss_disc_real_2: 0.25127992033958435 (0.2991075414419174) | > loss_disc_real_3: 0.23698629438877106 (0.30157850086689) | > loss_disc_real_4: 0.3057965338230133 (0.2854759216308594) | > loss_disc_real_5: 0.37906768918037415 (0.2800168189406394) | > loss_0: 2.3151907920837402 (2.3344430541992187) | > loss_gen: 2.9150052070617676 (2.977161283493042) | > loss_kl: 1.7061923742294312 (1.9398702478408814) | > loss_feat: 9.871917724609375 (7.045689220428467) | > loss_mel: 19.937978744506836 (20.576286087036134) | > loss_duration: 2.326742172241211 (2.2732142162323) | > loss_1: 36.757835388183594 (34.81222068786621)  --> STEP: 26 | > loss_disc: 1.912510633468628 (2.318214884171119) | > loss_disc_real_0: 0.06460347771644592 (0.12027894848814377) | > loss_disc_real_1: 0.19646185636520386 (0.25036640465259546) | > loss_disc_real_2: 0.20091961324214935 (0.29533108266500324) | > loss_disc_real_3: 0.1655261516571045 (0.2963457182049752) | > loss_disc_real_4: 0.17010031640529633 (0.2810383983529531) | > loss_disc_real_5: 0.17155933380126953 (0.2758453772045098) | > loss_0: 1.912510633468628 (2.318214884171119) | > loss_gen: 2.793968915939331 (2.9701154232025146) | > loss_kl: 1.7827650308609009 (1.9338277394954975) | > loss_feat: 12.006117820739746 (7.236474935825054) | > loss_mel: 22.302614212036133 (20.642683322613056) | > loss_duration: 2.2541115283966064 (2.2724794974693885) | > loss_1: 41.13957977294922 (35.055580652677094) --> EVAL PERFORMANCE | > avg_loader_time: 0.002458554047804612 (+5.281888521634515e-06) | > avg_loss_disc: 2.318214884171119 (-0.03618979454040527) | > avg_loss_disc_real_0: 0.12027894848814377 (-0.014718064895043015) | > avg_loss_disc_real_1: 0.25036640465259546 (+0.009249706107836486) | > avg_loss_disc_real_2: 0.29533108266500324 (+0.03704520486868346) | > avg_loss_disc_real_3: 0.2963457182049752 (-0.03670153308373225) | > avg_loss_disc_real_4: 0.2810383983529531 (+0.037061534821987124) | > avg_loss_disc_real_5: 0.2758453772045098 (+0.00643279546728498) | > avg_loss_0: 2.318214884171119 (-0.03618979454040527) | > avg_loss_gen: 2.9701154232025146 (+0.16357671297513532) | > avg_loss_kl: 1.9338277394954975 (+0.08709790156437802) | > avg_loss_feat: 7.236474935825054 (-0.3945014476776123) | > avg_loss_mel: 20.642683322613056 (+0.4393515953650855) | > avg_loss_duration: 2.2724794974693885 (-0.01274366562183138) | > avg_loss_1: 35.055580652677094 (+0.28278086735652863)  > EPOCH: 86/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:43:07)   --> TIME: 2024-06-10 18:43:14 -- STEP: 19/330 -- GLOBAL_STEP: 116400 | > loss_disc: 2.2796547412872314 (2.332906810860885) | > loss_disc_real_0: 0.11145107448101044 (0.1225090650351424) | > loss_disc_real_1: 0.1388373076915741 (0.20544489198609403) | > loss_disc_real_2: 0.1870695948600769 (0.2056044151908473) | > loss_disc_real_3: 0.18388523161411285 (0.22865585904372365) | > loss_disc_real_4: 0.19173966348171234 (0.2258476607109371) | > loss_disc_real_5: 0.22301433980464935 (0.23189717609631388) | > loss_0: 2.2796547412872314 (2.332906810860885) | > grad_norm_0: tensor(10.6559, device='cuda:0') (tensor(12.1601, device='cuda:0')) | > loss_gen: 2.4824771881103516 (2.500640956979049) | > loss_kl: 1.6453360319137573 (1.5932539262269672) | > loss_feat: 7.941786289215088 (6.7339254429465845) | > loss_mel: 20.384428024291992 (20.238460440384713) | > loss_duration: 2.118020534515381 (2.2192036854593375) | > loss_1: 34.572044372558594 (33.28548391241776) | > grad_norm_1: tensor(120.6022, device='cuda:0') (tensor(107.2428, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.339 (0.3368141023736251) | > loader_time: 0.003 (0.002977634731091951)  --> TIME: 2024-06-10 18:43:23 -- STEP: 44/330 -- GLOBAL_STEP: 116425 | > loss_disc: 2.396681785583496 (2.3030111843889416) | > loss_disc_real_0: 0.09138116985559464 (0.11782697249542583) | > loss_disc_real_1: 0.20153625309467316 (0.20362946458838202) | > loss_disc_real_2: 0.23892739415168762 (0.21190331503748894) | > loss_disc_real_3: 0.23198126256465912 (0.22473206506534057) | > loss_disc_real_4: 0.2109549641609192 (0.2196490361609242) | > loss_disc_real_5: 0.2077677994966507 (0.22172638943249529) | > loss_0: 2.396681785583496 (2.3030111843889416) | > grad_norm_0: tensor(13.3833, device='cuda:0') (tensor(11.8027, device='cuda:0')) | > loss_gen: 2.528952121734619 (2.546578808264299) | > loss_kl: 1.584185004234314 (1.5835343111645093) | > loss_feat: 7.589973449707031 (6.965545405041087) | > loss_mel: 20.075849533081055 (20.333054022355515) | > loss_duration: 2.02838134765625 (2.140318548137491) | > loss_1: 33.807342529296875 (33.56903093511408) | > grad_norm_1: tensor(141.7733, device='cuda:0') (tensor(117.4358, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3477 (0.3401698524301702) | > loader_time: 0.0038 (0.003170224753293124)  --> TIME: 2024-06-10 18:43:32 -- STEP: 69/330 -- GLOBAL_STEP: 116450 | > loss_disc: 2.2504498958587646 (2.279786769894586) | > loss_disc_real_0: 0.1414625495672226 (0.11631579832106397) | > loss_disc_real_1: 0.20623630285263062 (0.202612670003504) | > loss_disc_real_2: 0.2243148535490036 (0.21276616531869638) | > loss_disc_real_3: 0.17746061086654663 (0.2206996141568474) | > loss_disc_real_4: 0.19712422788143158 (0.21644689790580585) | > loss_disc_real_5: 0.19692979753017426 (0.21623546943284463) | > loss_0: 2.2504498958587646 (2.279786769894586) | > grad_norm_0: tensor(14.9819, device='cuda:0') (tensor(11.8733, device='cuda:0')) | > loss_gen: 2.6765379905700684 (2.5741392529529072) | > loss_kl: 1.4537625312805176 (1.5952534381894097) | > loss_feat: 7.143307209014893 (7.099970216336458) | > loss_mel: 18.68754005432129 (20.330057890518855) | > loss_duration: 2.024099111557007 (2.1141462965288014) | > loss_1: 31.985248565673828 (33.71356695976809) | > grad_norm_1: tensor(424.2230, device='cuda:0') (tensor(131.6209, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3585 (0.34556017751279083) | > loader_time: 0.0035 (0.0033008292101431584)  --> TIME: 2024-06-10 18:43:41 -- STEP: 94/330 -- GLOBAL_STEP: 116475 | > loss_disc: 2.28096342086792 (2.2716418200350827) | > loss_disc_real_0: 0.07449154555797577 (0.11414689931305165) | > loss_disc_real_1: 0.1503974050283432 (0.20174520970024962) | > loss_disc_real_2: 0.18133696913719177 (0.21412368023649175) | > loss_disc_real_3: 0.23650288581848145 (0.22146075535961923) | > loss_disc_real_4: 0.2132832556962967 (0.21619732075549186) | > loss_disc_real_5: 0.21336279809474945 (0.21510934401699838) | > loss_0: 2.28096342086792 (2.2716418200350827) | > grad_norm_0: tensor(20.1970, device='cuda:0') (tensor(13.7848, device='cuda:0')) | > loss_gen: 2.647129774093628 (2.5982341664902706) | > loss_kl: 1.5304186344146729 (1.6017754712003343) | > loss_feat: 7.3852643966674805 (7.1703979715387876) | > loss_mel: 20.16042709350586 (20.295830199059008) | > loss_duration: 2.0798544883728027 (2.1031791212710926) | > loss_1: 33.80309295654297 (33.76941670762728) | > grad_norm_1: tensor(335.1626, device='cuda:0') (tensor(177.8880, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3683 (0.3490225127402774) | > loader_time: 0.0037 (0.0034014214860632066)  --> TIME: 2024-06-10 18:43:50 -- STEP: 119/330 -- GLOBAL_STEP: 116500 | > loss_disc: 2.351428508758545 (2.2619908236655877) | > loss_disc_real_0: 0.08891670405864716 (0.11497832988114919) | > loss_disc_real_1: 0.2036905139684677 (0.20072530948815226) | > loss_disc_real_2: 0.18201914429664612 (0.21493191678984827) | > loss_disc_real_3: 0.19462890923023224 (0.2209368085159975) | > loss_disc_real_4: 0.20976802706718445 (0.2139374164222669) | > loss_disc_real_5: 0.1880030781030655 (0.2131165331151305) | > loss_0: 2.351428508758545 (2.2619908236655877) | > grad_norm_0: tensor(33.9368, device='cuda:0') (tensor(16.2122, device='cuda:0')) | > loss_gen: 2.527587652206421 (2.627888218695376) | > loss_kl: 1.4997367858886719 (1.5978726749660588) | > loss_feat: 8.142904281616211 (7.257820373823662) | > loss_mel: 21.320270538330078 (20.317736970276385) | > loss_duration: 2.067276954650879 (2.0986245590097763) | > loss_1: 35.55777359008789 (33.8999426224652) | > grad_norm_1: tensor(117.3744, device='cuda:0') (tensor(193.1464, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3713 (0.35218097582584684) | > loader_time: 0.0035 (0.0035091548406777262) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_116500.pth  --> TIME: 2024-06-10 18:44:04 -- STEP: 144/330 -- GLOBAL_STEP: 116525 | > loss_disc: 2.393651008605957 (2.2642004423671303) | > loss_disc_real_0: 0.10739918053150177 (0.11380568097552492) | > loss_disc_real_1: 0.2001512199640274 (0.20195880242519912) | > loss_disc_real_2: 0.20049196481704712 (0.21557338132212558) | > loss_disc_real_3: 0.2303827702999115 (0.22089367215004233) | > loss_disc_real_4: 0.19782273471355438 (0.21364105047865045) | > loss_disc_real_5: 0.18120601773262024 (0.21329930869655478) | > loss_0: 2.393651008605957 (2.2642004423671303) | > grad_norm_0: tensor(39.2631, device='cuda:0') (tensor(17.8730, device='cuda:0')) | > loss_gen: 2.5140795707702637 (2.6411810484197407) | > loss_kl: 1.495705246925354 (1.594754647049639) | > loss_feat: 7.210556507110596 (7.28732250796424) | > loss_mel: 19.938350677490234 (20.34619594944847) | > loss_duration: 2.0809500217437744 (2.100171027084192) | > loss_1: 33.23964309692383 (33.9696250889036) | > grad_norm_1: tensor(176.9129, device='cuda:0') (tensor(198.0721, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3754 (0.35462987257374673) | > loader_time: 0.0044 (0.003660053014755249)  --> TIME: 2024-06-10 18:44:14 -- STEP: 169/330 -- GLOBAL_STEP: 116550 | > loss_disc: 2.3325319290161133 (2.2636369332759334) | > loss_disc_real_0: 0.08204436302185059 (0.11304489298332372) | > loss_disc_real_1: 0.21824395656585693 (0.20244485395547202) | > loss_disc_real_2: 0.2465716004371643 (0.2162091696756126) | > loss_disc_real_3: 0.22503134608268738 (0.22150375451561968) | > loss_disc_real_4: 0.19436773657798767 (0.21266946822581206) | > loss_disc_real_5: 0.19719849526882172 (0.21312699312641775) | > loss_0: 2.3325319290161133 (2.2636369332759334) | > grad_norm_0: tensor(11.6378, device='cuda:0') (tensor(19.2436, device='cuda:0')) | > loss_gen: 2.515589475631714 (2.6481043445993455) | > loss_kl: 1.5729745626449585 (1.5873334012793365) | > loss_feat: 7.451789379119873 (7.291096024259308) | > loss_mel: 19.299497604370117 (20.316204240336212) | > loss_duration: 2.1176414489746094 (2.1024339065043893) | > loss_1: 32.957489013671875 (33.9451717963585) | > grad_norm_1: tensor(284.7764, device='cuda:0') (tensor(206.8394, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3704 (0.3570890031622713) | > loader_time: 0.0043 (0.0037902755850165552)  --> TIME: 2024-06-10 18:44:23 -- STEP: 194/330 -- GLOBAL_STEP: 116575 | > loss_disc: 2.3411364555358887 (2.2630016508790636) | > loss_disc_real_0: 0.07056410610675812 (0.1139956859430087) | > loss_disc_real_1: 0.18515363335609436 (0.20202149220348634) | > loss_disc_real_2: 0.2191055566072464 (0.21596555665289005) | > loss_disc_real_3: 0.24410216510295868 (0.2206872647877821) | > loss_disc_real_4: 0.21298611164093018 (0.21184693438183402) | > loss_disc_real_5: 0.23457340896129608 (0.21281656922446085) | > loss_0: 2.3411364555358887 (2.2630016508790636) | > grad_norm_0: tensor(32.8968, device='cuda:0') (tensor(21.4555, device='cuda:0')) | > loss_gen: 2.493016481399536 (2.650710709316214) | > loss_kl: 1.6098477840423584 (1.5882830324861192) | > loss_feat: 7.1967267990112305 (7.296481004695303) | > loss_mel: 20.320514678955078 (20.26099702500804) | > loss_duration: 2.1238999366760254 (2.107680112430732) | > loss_1: 33.7440071105957 (33.904151778860154) | > grad_norm_1: tensor(277.5884, device='cuda:0') (tensor(225.5804, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3745 (0.35950393406386244) | > loader_time: 0.0064 (0.00394800520434822)  --> TIME: 2024-06-10 18:44:33 -- STEP: 219/330 -- GLOBAL_STEP: 116600 | > loss_disc: 2.213164806365967 (2.2609710943753316) | > loss_disc_real_0: 0.07226882129907608 (0.11433337989463109) | > loss_disc_real_1: 0.14104244112968445 (0.20134049395447998) | > loss_disc_real_2: 0.1995527744293213 (0.21540708594942745) | > loss_disc_real_3: 0.19299808144569397 (0.22077864551380888) | > loss_disc_real_4: 0.20630556344985962 (0.21228521701679925) | > loss_disc_real_5: 0.20964306592941284 (0.2120099499753621) | > loss_0: 2.213164806365967 (2.2609710943753316) | > grad_norm_0: tensor(37.8690, device='cuda:0') (tensor(22.0382, device='cuda:0')) | > loss_gen: 2.4978652000427246 (2.655979317617198) | > loss_kl: 1.534472107887268 (1.5981417437122292) | > loss_feat: 7.975478172302246 (7.331612769871542) | > loss_mel: 21.12564468383789 (20.228382267364076) | > loss_duration: 2.1686654090881348 (2.1131202156685265) | > loss_1: 35.302127838134766 (33.9272362695981) | > grad_norm_1: tensor(336.7029, device='cuda:0') (tensor(241.1653, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.3828 (0.3631319085212604) | > loader_time: 0.0056 (0.004060794229376803)  --> TIME: 2024-06-10 18:44:43 -- STEP: 244/330 -- GLOBAL_STEP: 116625 | > loss_disc: 2.2706899642944336 (2.2569275488618943) | > loss_disc_real_0: 0.1909130960702896 (0.11422924865342554) | > loss_disc_real_1: 0.19520330429077148 (0.2015723340579721) | > loss_disc_real_2: 0.2840203642845154 (0.215219432335408) | > loss_disc_real_3: 0.2195124328136444 (0.22063820668664136) | > loss_disc_real_4: 0.2090967893600464 (0.21161255845036664) | > loss_disc_real_5: 0.2017095685005188 (0.21182013803818187) | > loss_0: 2.2706899642944336 (2.2569275488618943) | > grad_norm_0: tensor(36.4768, device='cuda:0') (tensor(22.3235, device='cuda:0')) | > loss_gen: 2.7709100246429443 (2.655034639796272) | > loss_kl: 1.6126494407653809 (1.598646117038414) | > loss_feat: 7.23456335067749 (7.337687001853693) | > loss_mel: 19.453454971313477 (20.19092588737362) | > loss_duration: 2.10128116607666 (2.119899137586845) | > loss_1: 33.17285919189453 (33.90219273332684) | > grad_norm_1: tensor(414.4358, device='cuda:0') (tensor(256.4630, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.4185 (0.3671431688011671) | > loader_time: 0.0063 (0.004206628095908239)  --> TIME: 2024-06-10 18:44:54 -- STEP: 269/330 -- GLOBAL_STEP: 116650 | > loss_disc: 2.26163387298584 (2.252883518495524) | > loss_disc_real_0: 0.08525696396827698 (0.11434757479615372) | > loss_disc_real_1: 0.2797258198261261 (0.2014597921898817) | > loss_disc_real_2: 0.21500606834888458 (0.21466148093508966) | > loss_disc_real_3: 0.2497626394033432 (0.22005582376483648) | > loss_disc_real_4: 0.2598324120044708 (0.21130341108625264) | > loss_disc_real_5: 0.2673393487930298 (0.2111134651535949) | > loss_0: 2.26163387298584 (2.252883518495524) | > grad_norm_0: tensor(10.5285, device='cuda:0') (tensor(23.1481, device='cuda:0')) | > loss_gen: 2.7023136615753174 (2.6570472557748555) | > loss_kl: 1.5919380187988281 (1.6031430361439305) | > loss_feat: 6.807373046875 (7.374330222828239) | > loss_mel: 19.821941375732422 (20.17459909091651) | > loss_duration: 2.225804328918457 (2.1266539367158184) | > loss_1: 33.14937210083008 (33.935773551685614) | > grad_norm_1: tensor(369.4994, device='cuda:0') (tensor(269.7895, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.4205 (0.37170780192520547) | > loader_time: 0.0058 (0.0043521751701610205)  --> TIME: 2024-06-10 18:45:05 -- STEP: 294/330 -- GLOBAL_STEP: 116675 | > loss_disc: 2.237844944000244 (2.253467262196703) | > loss_disc_real_0: 0.10129015892744064 (0.11446388149443938) | > loss_disc_real_1: 0.17073512077331543 (0.2012135708311788) | > loss_disc_real_2: 0.24836465716362 (0.21482212263710648) | > loss_disc_real_3: 0.1970616728067398 (0.22001048334601786) | > loss_disc_real_4: 0.2018214911222458 (0.2117259626587232) | > loss_disc_real_5: 0.19174586236476898 (0.21078977840287347) | > loss_0: 2.237844944000244 (2.253467262196703) | > grad_norm_0: tensor(11.2610, device='cuda:0') (tensor(23.5875, device='cuda:0')) | > loss_gen: 2.6281216144561768 (2.6535246161376542) | > loss_kl: 1.681853175163269 (1.6033855814512081) | > loss_feat: 8.449697494506836 (7.377450360732826) | > loss_mel: 20.014358520507812 (20.130936149026255) | > loss_duration: 2.2695040702819824 (2.134647925289311) | > loss_1: 35.04353332519531 (33.8999445908734) | > grad_norm_1: tensor(442.5879, device='cuda:0') (tensor(276.0240, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.4577 (0.3776100565787077) | > loader_time: 0.0074 (0.004505510232886487)  --> TIME: 2024-06-10 18:45:18 -- STEP: 319/330 -- GLOBAL_STEP: 116700 | > loss_disc: 2.261176347732544 (2.254809194224008) | > loss_disc_real_0: 0.09061723947525024 (0.11500518909162115) | > loss_disc_real_1: 0.21535298228263855 (0.2015669841471136) | > loss_disc_real_2: 0.2119426429271698 (0.2148178287527778) | > loss_disc_real_3: 0.19834505021572113 (0.21983068060351763) | > loss_disc_real_4: 0.18752609193325043 (0.21165821077681635) | > loss_disc_real_5: 0.214559406042099 (0.21064032651600798) | > loss_0: 2.261176347732544 (2.254809194224008) | > grad_norm_0: tensor(13.8030, device='cuda:0') (tensor(24.1997, device='cuda:0')) | > loss_gen: 2.526236057281494 (2.6521971001520424) | > loss_kl: 1.6234792470932007 (1.6050535941198703) | > loss_feat: 8.049528121948242 (7.4127999204079575) | > loss_mel: 19.656103134155273 (20.0855409448797) | > loss_duration: 2.320164203643799 (2.146964888961339) | > loss_1: 34.17551040649414 (33.90255638648719) | > grad_norm_1: tensor(172.1081, device='cuda:0') (tensor(283.6617, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.5717 (0.388068312761552) | > loader_time: 0.009 (0.004742997567108057)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.003643274307251 (2.003643274307251) | > loss_disc_real_0: 0.20271015167236328 (0.20271015167236328) | > loss_disc_real_1: 0.16778208315372467 (0.16778208315372467) | > loss_disc_real_2: 0.24583099782466888 (0.24583099782466888) | > loss_disc_real_3: 0.19394248723983765 (0.19394248723983765) | > loss_disc_real_4: 0.15510907769203186 (0.15510907769203186) | > loss_disc_real_5: 0.1609642654657364 (0.1609642654657364) | > loss_0: 2.003643274307251 (2.003643274307251) | > loss_gen: 2.9210574626922607 (2.9210574626922607) | > loss_kl: 0.9011286497116089 (0.9011286497116089) | > loss_feat: 7.550625324249268 (7.550625324249268) | > loss_mel: 19.901836395263672 (19.901836395263672) | > loss_duration: 2.8014440536499023 (2.8014440536499023) | > loss_1: 34.07609176635742 (34.07609176635742)  --> STEP: 1 | > loss_disc: 2.7243311405181885 (2.7243311405181885) | > loss_disc_real_0: 0.15867730975151062 (0.15867730975151062) | > loss_disc_real_1: 0.25103163719177246 (0.25103163719177246) | > loss_disc_real_2: 0.21264836192131042 (0.21264836192131042) | > loss_disc_real_3: 0.3569982647895813 (0.3569982647895813) | > loss_disc_real_4: 0.3655213713645935 (0.3655213713645935) | > loss_disc_real_5: 0.35077965259552 (0.35077965259552) | > loss_0: 2.7243311405181885 (2.7243311405181885) | > loss_gen: 2.6579442024230957 (2.6579442024230957) | > loss_kl: 2.107950210571289 (2.107950210571289) | > loss_feat: 5.949402332305908 (5.949402332305908) | > loss_mel: 20.463361740112305 (20.463361740112305) | > loss_duration: 2.2949020862579346 (2.2949020862579346) | > loss_1: 33.47356033325195 (33.47356033325195)  --> STEP: 2 | > loss_disc: 2.0572433471679688 (2.3907872438430786) | > loss_disc_real_0: 0.05930612236261368 (0.10899171605706215) | > loss_disc_real_1: 0.1854267567396164 (0.21822919696569443) | > loss_disc_real_2: 0.2970621883869171 (0.25485527515411377) | > loss_disc_real_3: 0.25302255153656006 (0.3050104081630707) | > loss_disc_real_4: 0.1584499627351761 (0.2619856670498848) | > loss_disc_real_5: 0.20014654099941254 (0.2754630967974663) | > loss_0: 2.0572433471679688 (2.3907872438430786) | > loss_gen: 2.7002005577087402 (2.679072380065918) | > loss_kl: 2.1465234756469727 (2.127236843109131) | > loss_feat: 6.468551158905029 (6.208976745605469) | > loss_mel: 23.328258514404297 (21.8958101272583) | > loss_duration: 2.381392002105713 (2.3381470441818237) | > loss_1: 37.024925231933594 (35.24924278259277)  --> STEP: 3 | > loss_disc: 2.6007628440856934 (2.4607791105906167) | > loss_disc_real_0: 0.12505266070365906 (0.11434536427259445) | > loss_disc_real_1: 0.3010474741458893 (0.2458352893590927) | > loss_disc_real_2: 0.2952101230621338 (0.2683068911234538) | > loss_disc_real_3: 0.2427874654531479 (0.28426942725976306) | > loss_disc_real_4: 0.29033923149108887 (0.2714368551969528) | > loss_disc_real_5: 0.36448147892951965 (0.30513589084148407) | > loss_0: 2.6007628440856934 (2.4607791105906167) | > loss_gen: 2.8265583515167236 (2.72823437054952) | > loss_kl: 2.1017775535583496 (2.1187504132588706) | > loss_feat: 7.068230152130127 (6.4953945477803545) | > loss_mel: 20.482471466064453 (21.424697240193684) | > loss_duration: 2.1747934818267822 (2.283695856730143) | > loss_1: 34.653831481933594 (35.05077234903971)  --> STEP: 4 | > loss_disc: 2.1441640853881836 (2.3816253542900085) | > loss_disc_real_0: 0.11899384111166 (0.11550748348236084) | > loss_disc_real_1: 0.32241538166999817 (0.2649803124368191) | > loss_disc_real_2: 0.24910908937454224 (0.2635074406862259) | > loss_disc_real_3: 0.19193781912326813 (0.26118652522563934) | > loss_disc_real_4: 0.2161988615989685 (0.25762735679745674) | > loss_disc_real_5: 0.1860460638999939 (0.2753634341061115) | > loss_0: 2.1441640853881836 (2.3816253542900085) | > loss_gen: 3.0230624675750732 (2.801941394805908) | > loss_kl: 1.7201265096664429 (2.0190944373607635) | > loss_feat: 7.038878917694092 (6.631265640258789) | > loss_mel: 20.27066421508789 (21.136188983917236) | > loss_duration: 2.219191074371338 (2.267569661140442) | > loss_1: 34.27192687988281 (34.85606098175049)  --> STEP: 5 | > loss_disc: 2.1418910026550293 (2.3336784839630127) | > loss_disc_real_0: 0.11785378307104111 (0.1159767434000969) | > loss_disc_real_1: 0.23514656722545624 (0.2590135633945465) | > loss_disc_real_2: 0.20812584459781647 (0.252431121468544) | > loss_disc_real_3: 0.21175414323806763 (0.251300048828125) | > loss_disc_real_4: 0.21661856770515442 (0.24942559897899627) | > loss_disc_real_5: 0.17877891659736633 (0.2560465306043625) | > loss_0: 2.1418910026550293 (2.3336784839630127) | > loss_gen: 2.6080007553100586 (2.7631532669067385) | > loss_kl: 1.8561737537384033 (1.9865103006362914) | > loss_feat: 6.172745227813721 (6.539561557769775) | > loss_mel: 20.240585327148438 (20.957068252563477) | > loss_duration: 2.368842124938965 (2.2878241539001465) | > loss_1: 33.2463493347168 (34.53411865234375)  --> STEP: 6 | > loss_disc: 2.751058578491211 (2.403241833051046) | > loss_disc_real_0: 0.18388861417770386 (0.12729538852969804) | > loss_disc_real_1: 0.43242505192756653 (0.28791547815004986) | > loss_disc_real_2: 0.2586304545402527 (0.25346434364716214) | > loss_disc_real_3: 0.2498689442873001 (0.2510615314046542) | > loss_disc_real_4: 0.2772091329097748 (0.2540561879674594) | > loss_disc_real_5: 0.29825738072395325 (0.26308167229096097) | > loss_0: 2.751058578491211 (2.403241833051046) | > loss_gen: 2.5904781818389893 (2.7343740860621133) | > loss_kl: 1.7676864862442017 (1.9500396649042766) | > loss_feat: 4.00663423538208 (6.117407004038493) | > loss_mel: 16.439842224121094 (20.20419724782308) | > loss_duration: 2.1403279304504395 (2.263241449991862) | > loss_1: 26.944969177246094 (33.26926040649414)  --> STEP: 7 | > loss_disc: 1.9479970932006836 (2.33820687021528) | > loss_disc_real_0: 0.1116691380739212 (0.12506306703601563) | > loss_disc_real_1: 0.26985132694244385 (0.28533488512039185) | > loss_disc_real_2: 0.21434669196605682 (0.2478761076927185) | > loss_disc_real_3: 0.1845034509897232 (0.2415532342025212) | > loss_disc_real_4: 0.17080742120742798 (0.24216350700174058) | > loss_disc_real_5: 0.16000334918498993 (0.2483561975615365) | > loss_0: 1.9479970932006836 (2.33820687021528) | > loss_gen: 3.100806713104248 (2.7867216042109897) | > loss_kl: 2.3264377117156982 (2.0038108144487654) | > loss_feat: 8.138714790344238 (6.406165259225028) | > loss_mel: 20.628952026367188 (20.264876501900808) | > loss_duration: 2.32409405708313 (2.271934679576329) | > loss_1: 36.519004821777344 (33.73350960867746)  --> STEP: 8 | > loss_disc: 1.8416695594787598 (2.2761397063732147) | > loss_disc_real_0: 0.07144813239574432 (0.11836120020598172) | > loss_disc_real_1: 0.205885648727417 (0.27540373057127) | > loss_disc_real_2: 0.1934722512960434 (0.24107562564313412) | > loss_disc_real_3: 0.15883323550224304 (0.23121323436498642) | > loss_disc_real_4: 0.15054145455360413 (0.23071075044572353) | > loss_disc_real_5: 0.12668970227241516 (0.23314788565039635) | > loss_0: 1.8416695594787598 (2.2761397063732147) | > loss_gen: 3.009645700454712 (2.814587116241455) | > loss_kl: 1.9334622621536255 (1.9950172454118729) | > loss_feat: 9.418953895568848 (6.782763838768005) | > loss_mel: 20.424591064453125 (20.28484082221985) | > loss_duration: 2.192105293273926 (2.2619560062885284) | > loss_1: 36.978759765625 (34.1391658782959)  --> STEP: 9 | > loss_disc: 2.894359588623047 (2.344830804400974) | > loss_disc_real_0: 0.203212708234787 (0.12778914554251564) | > loss_disc_real_1: 0.3783273696899414 (0.28683969047334457) | > loss_disc_real_2: 0.3112320303916931 (0.24887078172630733) | > loss_disc_real_3: 0.3165375888347626 (0.24069371819496155) | > loss_disc_real_4: 0.33789458870887756 (0.2426200658082962) | > loss_disc_real_5: 0.3047436475753784 (0.24110297030872768) | > loss_0: 2.894359588623047 (2.344830804400974) | > loss_gen: 2.6455132961273193 (2.795801136228773) | > loss_kl: 1.875267505645752 (1.9817117187711928) | > loss_feat: 5.663354873657227 (6.658385064866808) | > loss_mel: 19.34475326538086 (20.18038664923774) | > loss_duration: 2.0999245643615723 (2.243952512741089) | > loss_1: 31.628812789916992 (33.86023775736491)  --> STEP: 10 | > loss_disc: 2.5012924671173096 (2.3604769706726074) | > loss_disc_real_0: 0.18120986223220825 (0.1331312172114849) | > loss_disc_real_1: 0.3797922730445862 (0.29613494873046875) | > loss_disc_real_2: 0.2069278061389923 (0.24467648416757584) | > loss_disc_real_3: 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2.3937039375305176 (2.3634976040233266) | > loss_gen: 2.8955280780792236 (2.818833676251498) | > loss_kl: 2.302302122116089 (2.014300313862887) | > loss_feat: 6.083573818206787 (6.501789483157071) | > loss_mel: 20.826276779174805 (19.880205154418945) | > loss_duration: 2.388634204864502 (2.254217407920144) | > loss_1: 34.496315002441406 (33.46934665333141)  --> STEP: 12 | > loss_disc: 1.960953712463379 (2.329952279726664) | > loss_disc_real_0: 0.06115861237049103 (0.12211824332674344) | > loss_disc_real_1: 0.26436522603034973 (0.296711894373099) | > loss_disc_real_2: 0.17116622626781464 (0.23704704021414122) | > loss_disc_real_3: 0.1884002983570099 (0.2452616219719251) | > loss_disc_real_4: 0.20770327746868134 (0.24485418945550919) | > loss_disc_real_5: 0.24191085994243622 (0.2497574749092261) | > loss_0: 1.960953712463379 (2.329952279726664) | > loss_gen: 2.8990964889526367 (2.825522243976593) | > loss_kl: 2.5373950004577637 (2.057891537745794) | > loss_feat: 7.00005578994751 (6.5433116753896075) | > loss_mel: 22.380706787109375 (20.088580290476482) | > loss_duration: 2.2172350883483887 (2.251135547955831) | > loss_1: 37.034488677978516 (33.766441822051995)  --> STEP: 13 | > loss_disc: 2.150142192840576 (2.3161207345815806) | > loss_disc_real_0: 0.15198743343353271 (0.124415873334958) | > loss_disc_real_1: 0.3436962962150574 (0.30032607913017273) | > loss_disc_real_2: 0.25292158126831055 (0.23826815875676963) | > loss_disc_real_3: 0.21862301230430603 (0.24321249815133902) | > loss_disc_real_4: 0.19440680742263794 (0.24097362160682678) | > loss_disc_real_5: 0.2198135405778885 (0.24745409534527704) | > loss_0: 2.150142192840576 (2.3161207345815806) | > loss_gen: 3.23153018951416 (2.8567536244025598) | > loss_kl: 2.3515145778656006 (2.080477925447317) | > loss_feat: 6.574608325958252 (6.545719110048735) | > loss_mel: 18.17612075805664 (19.941468018751877) | > loss_duration: 2.0694127082824707 (2.237156867980957) | > loss_1: 32.4031867980957 (33.66157605097843)  --> STEP: 14 | > loss_disc: 2.013301372528076 (2.294490780149187) | > loss_disc_real_0: 0.058151088654994965 (0.11968267442924636) | > loss_disc_real_1: 0.2528194487094879 (0.2969327483858381) | > loss_disc_real_2: 0.24081741273403168 (0.23845024832657405) | > loss_disc_real_3: 0.17327339947223663 (0.23821684824568884) | > loss_disc_real_4: 0.21621087193489075 (0.23920485377311707) | > loss_disc_real_5: 0.16836926341056824 (0.24180517877851213) | > loss_0: 2.013301372528076 (2.294490780149187) | > loss_gen: 2.885713577270508 (2.858822192464556) | > loss_kl: 2.1710851192474365 (2.0869498678616116) | > loss_feat: 8.900880813598633 (6.713944946016584) | > loss_mel: 20.947336196899414 (20.013315745762416) | > loss_duration: 2.3827619552612305 (2.2475572313581194) | > loss_1: 37.287776947021484 (33.920590400695794)  --> STEP: 15 | > loss_disc: 2.3465218544006348 (2.2979595184326174) | > loss_disc_real_0: 0.16836678981781006 (0.12292828212181726) | > loss_disc_real_1: 0.32548874616622925 (0.2988364815711975) | > loss_disc_real_2: 0.18009911477565765 (0.23456017275651295) | > loss_disc_real_3: 0.2143222689628601 (0.23662387629350026) | > loss_disc_real_4: 0.21720069646835327 (0.23773790995279948) | > loss_disc_real_5: 0.19732557237148285 (0.2388398716847102) | > loss_0: 2.3465218544006348 (2.2979595184326174) | > loss_gen: 2.8239729404449463 (2.856498908996582) | > loss_kl: 2.2586829662323 (2.098398741086324) | > loss_feat: 9.968623161315918 (6.930923493703206) | > loss_mel: 18.918811798095703 (19.940348815917968) | > loss_duration: 2.2530972957611084 (2.2479265689849854) | > loss_1: 36.22319030761719 (34.07409706115722)  --> STEP: 16 | > loss_disc: 2.5318384170532227 (2.312576949596405) | > loss_disc_real_0: 0.1164417415857315 (0.12252287333831191) | > loss_disc_real_1: 0.3209387958049774 (0.30021787621080875) | > loss_disc_real_2: 0.2579500377178192 (0.2360220393165946) | > loss_disc_real_3: 0.26640814542770386 (0.238485393114388) | > loss_disc_real_4: 0.2848173975944519 (0.24068037793040276) | > loss_disc_real_5: 0.36494240164756775 (0.24672127980738878) | > loss_0: 2.5318384170532227 (2.312576949596405) | > loss_gen: 2.875648260116577 (2.8576957434415817) | > loss_kl: 1.6459276676177979 (2.070119298994541) | > loss_feat: 6.036604404449463 (6.875028550624847) | > loss_mel: 20.06692886352539 (19.948260068893433) | > loss_duration: 2.3485281467437744 (2.2542141675949097) | > loss_1: 32.97364044189453 (34.0053185224533)  --> STEP: 17 | > loss_disc: 2.2696335315704346 (2.3100508661831127) | > loss_disc_real_0: 0.09051468968391418 (0.12064003900570028) | > loss_disc_real_1: 0.39145511388778687 (0.30558477254474864) | > loss_disc_real_2: 0.31820523738861084 (0.24085634508553674) | > loss_disc_real_3: 0.22954243421554565 (0.23795933670857372) | > loss_disc_real_4: 0.1800103634595871 (0.23711155354976654) | > loss_disc_real_5: 0.20209665596485138 (0.24409630193429835) | > loss_0: 2.2696335315704346 (2.3100508661831127) | > loss_gen: 2.899250030517578 (2.8601401132695816) | > loss_kl: 1.71647310256958 (2.049316581557779) | > loss_feat: 6.81905460357666 (6.8717359655043655) | > loss_mel: 19.161075592041016 (19.90195509966682) | > loss_duration: 2.375720977783203 (2.2613616270177506) | > loss_1: 32.97157287597656 (33.944509955013494)  --> STEP: 18 | > loss_disc: 2.141528844833374 (2.300688531663683) | > loss_disc_real_0: 0.11183810234069824 (0.12015104252431127) | > loss_disc_real_1: 0.20377840101718903 (0.29992886301543975) | > loss_disc_real_2: 0.17920097708702087 (0.23743104686339697) | > loss_disc_real_3: 0.19764946401119232 (0.23571989933649698) | > loss_disc_real_4: 0.1793513298034668 (0.23390265223052767) | > loss_disc_real_5: 0.13540838658809662 (0.23805808441506493) | > loss_0: 2.141528844833374 (2.300688531663683) | > loss_gen: 2.5881121158599854 (2.845027446746826) | > loss_kl: 2.038939952850342 (2.0487401021851435) | > loss_feat: 8.813295364379883 (6.979600376553005) | > loss_mel: 22.45403289794922 (20.043737199571396) | > loss_duration: 2.1860508918762207 (2.2571776972876654) | > loss_1: 38.08042907714844 (34.174283239576546)  --> STEP: 19 | > loss_disc: 2.5329484939575195 (2.3129127402054634) | > loss_disc_real_0: 0.18089064955711365 (0.12334786394709035) | > loss_disc_real_1: 0.35734474658966064 (0.30295075162460927) | > loss_disc_real_2: 0.2884671092033386 (0.24011715540760442) | > loss_disc_real_3: 0.2861465513706207 (0.23837393365408244) | > loss_disc_real_4: 0.2630402147769928 (0.23543620815402583) | > loss_disc_real_5: 0.2772257328033447 (0.24011953959339544) | > loss_0: 2.5329484939575195 (2.3129127402054634) | > loss_gen: 2.8279836177825928 (2.8441304031171297) | > loss_kl: 1.273545503616333 (2.0079403864709953) | > loss_feat: 6.660911560058594 (6.962827280948036) | > loss_mel: 16.928428649902344 (19.87977359169408) | > loss_duration: 2.313549041748047 (2.2601446101540015) | > loss_1: 30.004417419433594 (33.954816617463756)  --> STEP: 20 | > loss_disc: 2.5373778343200684 (2.324135994911194) | > loss_disc_real_0: 0.12936487793922424 (0.12364871464669705) | > loss_disc_real_1: 0.3108777403831482 (0.30334710106253626) | > loss_disc_real_2: 0.2534227669239044 (0.24078243598341942) | > loss_disc_real_3: 0.2343875765800476 (0.2381746158003807) | > loss_disc_real_4: 0.22851721942424774 (0.23509025871753692) | > loss_disc_real_5: 0.27974358201026917 (0.24210074171423912) | > loss_0: 2.5373778343200684 (2.324135994911194) | > loss_gen: 2.488079309463501 (2.826327848434448) | > loss_kl: 1.979827642440796 (2.0065347492694854) | > loss_feat: 5.571403980255127 (6.893256115913391) | > loss_mel: 19.810646057128906 (19.87631721496582) | > loss_duration: 2.338167667388916 (2.264045763015747) | > loss_1: 32.18812561035156 (33.86648206710815)  --> STEP: 21 | > loss_disc: 1.8608059883117676 (2.302072661263602) | > loss_disc_real_0: 0.09488046169281006 (0.1222787978393691) | > loss_disc_real_1: 0.30668073892593384 (0.303505845722698) | > loss_disc_real_2: 0.2308359444141388 (0.2403087935277394) | > loss_disc_real_3: 0.2546401023864746 (0.2389586865901947) | > loss_disc_real_4: 0.232164666056633 (0.2349509447813034) | > loss_disc_real_5: 0.15448611974716187 (0.237928616858664) | > loss_0: 1.8608059883117676 (2.302072661263602) | > loss_gen: 3.7985928058624268 (2.8726261797405424) | > loss_kl: 1.8876880407333374 (2.0008753821963357) | > loss_feat: 8.447999000549316 (6.967291491372245) | > loss_mel: 19.106061935424805 (19.839638392130535) | > loss_duration: 2.1124017238616943 (2.2568246182941256) | > loss_1: 35.35274124145508 (33.93725631350563)  --> STEP: 22 | > loss_disc: 2.074191093444824 (2.29171440818093) | > loss_disc_real_0: 0.08406546711921692 (0.12054182826118036) | > loss_disc_real_1: 0.300353080034256 (0.3033625381914052) | > loss_disc_real_2: 0.11982136219739914 (0.234832092103633) | > loss_disc_real_3: 0.17120781540870667 (0.2358791015364907) | > loss_disc_real_4: 0.21772389113903046 (0.2341678968884728) | > loss_disc_real_5: 0.20372891426086426 (0.2363740849224004) | > loss_0: 2.074191093444824 (2.29171440818093) | > loss_gen: 2.5638160705566406 (2.85858935659582) | > loss_kl: 1.91592276096344 (1.9970138994130222) | > loss_feat: 8.005168914794922 (7.014467737891457) | > loss_mel: 22.49802589416504 (19.96047418767756) | > loss_duration: 2.155252456665039 (2.25220770185644) | > loss_1: 37.13818359375 (34.08275300806219)  --> STEP: 23 | > loss_disc: 2.4622530937194824 (2.299129133639128) | > loss_disc_real_0: 0.07372838258743286 (0.11850646105797394) | > loss_disc_real_1: 0.3871256709098816 (0.3070044135269911) | > loss_disc_real_2: 0.3618265986442566 (0.24035359238800796) | > loss_disc_real_3: 0.2295408844947815 (0.23560352688250336) | > loss_disc_real_4: 0.2574024498462677 (0.23517809484315955) | > loss_disc_real_5: 0.24786809086799622 (0.23687382431133933) | > loss_0: 2.4622530937194824 (2.299129133639128) | > loss_gen: 2.7916784286499023 (2.8556801858155625) | > loss_kl: 2.171149969100952 (2.004585032877715) | > loss_feat: 6.907301425933838 (7.009808333023734) | > loss_mel: 19.090625762939453 (19.922654690949816) | > loss_duration: 2.2860519886016846 (2.2536791925844937) | > loss_1: 33.24680709838867 (34.046407533728555)  --> STEP: 24 | > loss_disc: 2.2135977745056152 (2.295565327008565) | > loss_disc_real_0: 0.19419950246810913 (0.12166033778339624) | > loss_disc_real_1: 0.40577220916748047 (0.31111973834534484) | > loss_disc_real_2: 0.17173726856708527 (0.23749457889546952) | > loss_disc_real_3: 0.1446813941001892 (0.23181510468324026) | > loss_disc_real_4: 0.16940195858478546 (0.23243742249906063) | > loss_disc_real_5: 0.14298668503761292 (0.23296186017493406) | > loss_0: 2.2135977745056152 (2.295565327008565) | > loss_gen: 2.7887933254241943 (2.8528932332992554) | > loss_kl: 1.8013666868209839 (1.9961176017920177) | > loss_feat: 10.036212921142578 (7.1359085241953535) | > loss_mel: 20.635072708129883 (19.952338774998985) | > loss_duration: 2.439492702484131 (2.2614214221636453) | > loss_1: 37.70093536376953 (34.19867952664693)  --> STEP: 25 | > loss_disc: 2.0742053985595703 (2.286710929870605) | > loss_disc_real_0: 0.1459951102733612 (0.12263372868299484) | > loss_disc_real_1: 0.24332675337791443 (0.30840801894664766) | > loss_disc_real_2: 0.24520733952522278 (0.23780308932065963) | > loss_disc_real_3: 0.16709275543689728 (0.22922621071338653) | > loss_disc_real_4: 0.23238006234169006 (0.2324351280927658) | > loss_disc_real_5: 0.22674311697483063 (0.23271311044692994) | > loss_0: 2.0742053985595703 (2.286710929870605) | > loss_gen: 3.140592098236084 (2.8644011878967284) | > loss_kl: 2.040947198867798 (1.9979107856750489) | > loss_feat: 8.587268829345703 (7.193962936401367) | > loss_mel: 17.5871524810791 (19.85773132324219) | > loss_duration: 2.3396663665771484 (2.2645512199401856) | > loss_1: 33.69562530517578 (34.17855735778808)  --> STEP: 26 | > loss_disc: 2.2574944496154785 (2.285587219091562) | > loss_disc_real_0: 0.049724336713552475 (0.11982952129955475) | > loss_disc_real_1: 0.18354500830173492 (0.30360559546030486) | > loss_disc_real_2: 0.1368088722229004 (0.2339186963553612) | > loss_disc_real_3: 0.11108364909887314 (0.22468226603590524) | > loss_disc_real_4: 0.07929925620555878 (0.22654528686633477) | > loss_disc_real_5: 0.04116257652640343 (0.22534578221921736) | > loss_0: 2.2574944496154785 (2.285587219091562) | > loss_gen: 2.0116097927093506 (2.83160151885106) | > loss_kl: 1.6404882669448853 (1.9841637657238886) | > loss_feat: 19.36139488220215 (7.661941088162935) | > loss_mel: 22.418989181518555 (19.956241240868206) | > loss_duration: 2.26936674118042 (2.264736432295579) | > loss_1: 47.701847076416016 (34.69868388542762) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025492081275353064 (+9.065407973069418e-05) | > avg_loss_disc: 2.285587219091562 (-0.03262766507955739) | > avg_loss_disc_real_0: 0.11982952129955475 (-0.00044942718858902164) | > avg_loss_disc_real_1: 0.30360559546030486 (+0.05323919080770939) | > avg_loss_disc_real_2: 0.2339186963553612 (-0.06141238630964205) | > avg_loss_disc_real_3: 0.22468226603590524 (-0.07166345216906994) | > avg_loss_disc_real_4: 0.22654528686633477 (-0.05449311148661831) | > avg_loss_disc_real_5: 0.22534578221921736 (-0.05049959498529244) | > avg_loss_0: 2.285587219091562 (-0.03262766507955739) | > avg_loss_gen: 2.83160151885106 (-0.13851390435145472) | > avg_loss_kl: 1.9841637657238886 (+0.05033602622839117) | > avg_loss_feat: 7.661941088162935 (+0.4254661523378811) | > avg_loss_mel: 19.956241240868206 (-0.6864420817448504) | > avg_loss_duration: 2.264736432295579 (-0.007743065173809516) | > avg_loss_1: 34.69868388542762 (-0.3568967672494736)  > EPOCH: 87/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:45:43)   --> TIME: 2024-06-10 18:45:49 -- STEP: 14/330 -- GLOBAL_STEP: 116725 | > loss_disc: 2.164344549179077 (2.297469343457903) | > loss_disc_real_0: 0.11889271438121796 (0.12281406830464091) | > loss_disc_real_1: 0.20347101986408234 (0.20805633706705912) | > loss_disc_real_2: 0.19080112874507904 (0.21508387689079558) | > loss_disc_real_3: 0.22812044620513916 (0.21466651665312902) | > loss_disc_real_4: 0.1969323307275772 (0.21984633058309555) | > loss_disc_real_5: 0.20143400132656097 (0.21321715201650346) | > loss_0: 2.164344549179077 (2.297469343457903) | > grad_norm_0: tensor(4.5582, device='cuda:0') (tensor(14.4470, device='cuda:0')) | > loss_gen: 2.785266876220703 (2.572963680539812) | > loss_kl: 1.3836876153945923 (1.6322526335716248) | > loss_feat: 7.49875020980835 (6.958215985979352) | > loss_mel: 20.391441345214844 (20.423183577401296) | > loss_duration: 2.1526031494140625 (2.248481222561428) | > loss_1: 34.21175003051758 (33.83509744916643) | > grad_norm_1: tensor(136.0668, device='cuda:0') (tensor(134.0365, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3408 (0.3348054715565273) | > loader_time: 0.0028 (0.002941676548549107)  --> TIME: 2024-06-10 18:45:58 -- STEP: 39/330 -- GLOBAL_STEP: 116750 | > loss_disc: 2.2482409477233887 (2.2729137188349013) | > loss_disc_real_0: 0.11241389811038971 (0.11812026722308917) | > loss_disc_real_1: 0.15135158598423004 (0.20254854017343277) | > loss_disc_real_2: 0.20612934231758118 (0.21870449911325407) | > loss_disc_real_3: 0.22799159586429596 (0.22256267070770264) | > loss_disc_real_4: 0.19910603761672974 (0.21560055017471313) | > loss_disc_real_5: 0.2216361165046692 (0.2094948608905841) | > loss_0: 2.2482409477233887 (2.2729137188349013) | > grad_norm_0: tensor(8.3804, device='cuda:0') (tensor(11.5596, device='cuda:0')) | > loss_gen: 2.562551259994507 (2.5894076029459634) | > loss_kl: 1.6716123819351196 (1.6430184474358192) | > loss_feat: 7.53312349319458 (7.119626827729054) | > loss_mel: 20.37124252319336 (20.35942175449469) | > loss_duration: 2.104015588760376 (2.1499026860946264) | > loss_1: 34.2425422668457 (33.861377618251716) | > grad_norm_1: tensor(143.5273, device='cuda:0') (tensor(136.7452, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3386 (0.34088842685406023) | > loader_time: 0.0032 (0.003161473151965019)  --> TIME: 2024-06-10 18:46:07 -- STEP: 64/330 -- GLOBAL_STEP: 116775 | > loss_disc: 2.2013983726501465 (2.259001761674881) | > loss_disc_real_0: 0.08675406128168106 (0.11747281672433019) | > loss_disc_real_1: 0.17970339953899384 (0.20356908557005227) | > loss_disc_real_2: 0.24559195339679718 (0.21575967990793288) | > loss_disc_real_3: 0.21032236516475677 (0.21883418480865657) | > loss_disc_real_4: 0.1936839520931244 (0.2126468380447477) | > loss_disc_real_5: 0.2104969322681427 (0.20690771285444498) | > loss_0: 2.2013983726501465 (2.259001761674881) | > grad_norm_0: tensor(17.4819, device='cuda:0') (tensor(11.6016, device='cuda:0')) | > loss_gen: 2.644580602645874 (2.5928697362542152) | > loss_kl: 1.631994366645813 (1.6557273883372545) | > loss_feat: 8.14070987701416 (7.16924973577261) | > loss_mel: 21.309885025024414 (20.328128904104233) | > loss_duration: 2.064000129699707 (2.1183927804231644) | > loss_1: 35.791168212890625 (33.864368736743934) | > grad_norm_1: tensor(399.3066, device='cuda:0') (tensor(144.6536, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3371 (0.3419995382428169) | > loader_time: 0.0034 (0.0033205747604370117)  --> TIME: 2024-06-10 18:46:16 -- STEP: 89/330 -- GLOBAL_STEP: 116800 | > loss_disc: 2.2725534439086914 (2.2505779882495327) | > loss_disc_real_0: 0.11608577519655228 (0.116255601888962) | > loss_disc_real_1: 0.19755683839321136 (0.2016175782747483) | > loss_disc_real_2: 0.21892791986465454 (0.21402244370305137) | > loss_disc_real_3: 0.19569960236549377 (0.21887956023885963) | > loss_disc_real_4: 0.21094481647014618 (0.21251678299368099) | > loss_disc_real_5: 0.22871987521648407 (0.20770004559099003) | > loss_0: 2.2725534439086914 (2.2505779882495327) | > grad_norm_0: tensor(11.7629, device='cuda:0') (tensor(14.2881, device='cuda:0')) | > loss_gen: 2.5859129428863525 (2.603380674726507) | > loss_kl: 1.6346524953842163 (1.6552817955445707) | > loss_feat: 6.911401748657227 (7.227915260229218) | > loss_mel: 20.088363647460938 (20.311519129892417) | > loss_duration: 2.0891568660736084 (2.1037147152289912) | > loss_1: 33.309486389160156 (33.901811921194714) | > grad_norm_1: tensor(117.5708, device='cuda:0') (tensor(177.8412, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3433 (0.34603302666310504) | > loader_time: 0.0034 (0.003451880444301648)  --> TIME: 2024-06-10 18:46:25 -- STEP: 114/330 -- GLOBAL_STEP: 116825 | > loss_disc: 2.1901657581329346 (2.264033882241501) | > loss_disc_real_0: 0.1255093216896057 (0.1159155983151051) | > loss_disc_real_1: 0.1975335329771042 (0.20110985819707838) | > loss_disc_real_2: 0.2262888252735138 (0.21693261974213415) | > loss_disc_real_3: 0.18571168184280396 (0.22157351254371174) | > loss_disc_real_4: 0.2309228926897049 (0.2138784331710715) | > loss_disc_real_5: 0.1462620198726654 (0.20892602741195446) | > loss_0: 2.1901657581329346 (2.264033882241501) | > grad_norm_0: tensor(8.1529, device='cuda:0') (tensor(13.4656, device='cuda:0')) | > loss_gen: 2.8256444931030273 (2.600416582927369) | > loss_kl: 1.767959713935852 (1.659353869003162) | > loss_feat: 7.914531707763672 (7.226749052081192) | > loss_mel: 21.5037841796875 (20.29456111841035) | > loss_duration: 2.092015266418457 (2.099357542238738) | > loss_1: 36.10393524169922 (33.88043841981053) | > grad_norm_1: tensor(197.2701, device='cuda:0') (tensor(177.4210, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3602 (0.3490586657273141) | > loader_time: 0.0039 (0.003636027637280916)  --> TIME: 2024-06-10 18:46:34 -- STEP: 139/330 -- GLOBAL_STEP: 116850 | > loss_disc: 2.3570728302001953 (2.2673446977738867) | > loss_disc_real_0: 0.09701506793498993 (0.11589182023521807) | > loss_disc_real_1: 0.20096637308597565 (0.20061138036439743) | > loss_disc_real_2: 0.22479058802127838 (0.21649470796687997) | > loss_disc_real_3: 0.21537674963474274 (0.2217115293518245) | > loss_disc_real_4: 0.20645280182361603 (0.21482176038858702) | > loss_disc_real_5: 0.2323746532201767 (0.20966345725728452) | > loss_0: 2.3570728302001953 (2.2673446977738867) | > grad_norm_0: tensor(17.1153, device='cuda:0') (tensor(14.0837, device='cuda:0')) | > loss_gen: 2.4389865398406982 (2.5955864920032967) | > loss_kl: 1.4693753719329834 (1.6530216229047707) | > loss_feat: 6.830344200134277 (7.207673292365863) | > loss_mel: 20.004384994506836 (20.251238157423288) | > loss_duration: 2.1531291007995605 (2.1005694317303125) | > loss_1: 32.896217346191406 (33.8080892219818) | > grad_norm_1: tensor(306.2080, device='cuda:0') (tensor(185.9435, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3788 (0.3529566706513328) | > loader_time: 0.0047 (0.0037694491928429914)  --> TIME: 2024-06-10 18:46:44 -- STEP: 164/330 -- GLOBAL_STEP: 116875 | > loss_disc: 2.2114930152893066 (2.2688218355178855) | > loss_disc_real_0: 0.10551005601882935 (0.11605544842597915) | > loss_disc_real_1: 0.18953055143356323 (0.2014527421717237) | > loss_disc_real_2: 0.22437414526939392 (0.21562715365392407) | > loss_disc_real_3: 0.22027647495269775 (0.2219126989565245) | > loss_disc_real_4: 0.21329927444458008 (0.214349792497914) | > loss_disc_real_5: 0.19352790713310242 (0.20986584274143708) | > loss_0: 2.2114930152893066 (2.2688218355178855) | > grad_norm_0: tensor(13.3106, device='cuda:0') (tensor(15.0072, device='cuda:0')) | > loss_gen: 2.850773572921753 (2.5949798880553816) | > loss_kl: 1.7141740322113037 (1.6518859550720308) | > loss_feat: 7.918410301208496 (7.2291237057709115) | > loss_mel: 20.49703025817871 (20.250813263218593) | > loss_duration: 2.169055938720703 (2.101384334447909) | > loss_1: 35.149444580078125 (33.828187349366004) | > grad_norm_1: tensor(326.3077, device='cuda:0') (tensor(201.2381, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3657 (0.3561836015887375) | > loader_time: 0.0047 (0.0038750360651714044)  --> TIME: 2024-06-10 18:46:54 -- STEP: 189/330 -- GLOBAL_STEP: 116900 | > loss_disc: 2.277944803237915 (2.2692715680157707) | > loss_disc_real_0: 0.1004365086555481 (0.11594757973832429) | > loss_disc_real_1: 0.30384549498558044 (0.20239135954115128) | > loss_disc_real_2: 0.2378338724374771 (0.21540325690829565) | > loss_disc_real_3: 0.23131591081619263 (0.2219960522399378) | > loss_disc_real_4: 0.2453523874282837 (0.2148737816741227) | > loss_disc_real_5: 0.2265935242176056 (0.20970831054543693) | > loss_0: 2.277944803237915 (2.2692715680157707) | > grad_norm_0: tensor(45.0268, device='cuda:0') (tensor(16.4765, device='cuda:0')) | > loss_gen: 2.78890061378479 (2.599048902118016) | > loss_kl: 1.7114750146865845 (1.6526790750089777) | > loss_feat: 7.303781509399414 (7.237164759762073) | > loss_mel: 19.949722290039062 (20.222175224748256) | > loss_duration: 2.15476655960083 (2.106220883667157) | > loss_1: 33.90864562988281 (33.81728901938789) | > grad_norm_1: tensor(245.1673, device='cuda:0') (tensor(214.0420, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3737 (0.35905895409760635) | > loader_time: 0.0045 (0.003989220927001307)  --> TIME: 2024-06-10 18:47:03 -- STEP: 214/330 -- GLOBAL_STEP: 116925 | > loss_disc: 2.3782854080200195 (2.2663743250837953) | > loss_disc_real_0: 0.20363996922969818 (0.11558008824135656) | > loss_disc_real_1: 0.25278744101524353 (0.2021649517467089) | > loss_disc_real_2: 0.23027680814266205 (0.21505160044843905) | > loss_disc_real_3: 0.22360219061374664 (0.22160110901170804) | > loss_disc_real_4: 0.24662120640277863 (0.21476922302602608) | > loss_disc_real_5: 0.2742959260940552 (0.20922067267036884) | > loss_0: 2.3782854080200195 (2.2663743250837953) | > grad_norm_0: tensor(52.8327, device='cuda:0') (tensor(18.1691, device='cuda:0')) | > loss_gen: 2.732819080352783 (2.6063789073551926) | > loss_kl: 1.6894640922546387 (1.6556710266621313) | > loss_feat: 6.3348541259765625 (7.2613481227482595) | > loss_mel: 19.648740768432617 (20.189328897779244) | > loss_duration: 2.208705425262451 (2.1118198633194005) | > loss_1: 32.61458206176758 (33.82454695657036) | > grad_norm_1: tensor(135.7848, device='cuda:0') (tensor(227.6972, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.3866 (0.36258577743423304) | > loader_time: 0.0048 (0.004142180781498135)  --> TIME: 2024-06-10 18:47:14 -- STEP: 239/330 -- GLOBAL_STEP: 116950 | > loss_disc: 2.3806846141815186 (2.2630097606690858) | > loss_disc_real_0: 0.1611989140510559 (0.11534412693092015) | > loss_disc_real_1: 0.2402837574481964 (0.20285609938110769) | > loss_disc_real_2: 0.30283233523368835 (0.21448231578870797) | > loss_disc_real_3: 0.2258797436952591 (0.22052946780266625) | > loss_disc_real_4: 0.21900929510593414 (0.2141032894161456) | > loss_disc_real_5: 0.19935467839241028 (0.20870783307811705) | > loss_0: 2.3806846141815186 (2.2630097606690858) | > grad_norm_0: tensor(77.8484, device='cuda:0') (tensor(19.9641, device='cuda:0')) | > loss_gen: 2.694382905960083 (2.61514864805852) | > loss_kl: 1.5502880811691284 (1.659686602807943) | > loss_feat: 7.351193428039551 (7.286416221363275) | > loss_mel: 19.549291610717773 (20.150118744024184) | > loss_duration: 2.1318416595458984 (2.1184583398587566) | > loss_1: 33.277000427246094 (33.82982866933653) | > grad_norm_1: tensor(373.5129, device='cuda:0') (tensor(234.5980, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.4107 (0.36643366334827365) | > loader_time: 0.0055 (0.004275378821783986)  --> TIME: 2024-06-10 18:47:24 -- STEP: 264/330 -- GLOBAL_STEP: 116975 | > loss_disc: 2.125664710998535 (2.260100408936992) | > loss_disc_real_0: 0.0893220528960228 (0.11403407243955316) | > loss_disc_real_1: 0.19862152636051178 (0.20257314097023374) | > loss_disc_real_2: 0.17886042594909668 (0.21428631240445556) | > loss_disc_real_3: 0.20842595398426056 (0.22062426749052427) | > loss_disc_real_4: 0.1915706843137741 (0.21395272118124095) | > loss_disc_real_5: 0.19788357615470886 (0.2080882043210846) | > loss_0: 2.125664710998535 (2.260100408936992) | > grad_norm_0: tensor(30.4990, device='cuda:0') (tensor(20.8818, device='cuda:0')) | > loss_gen: 2.799522876739502 (2.622739455916665) | > loss_kl: 1.660544991493225 (1.6594730976856116) | > loss_feat: 8.062589645385742 (7.320684237913652) | > loss_mel: 19.5568904876709 (20.118165348515376) | > loss_duration: 2.2195680141448975 (2.1246536094130923) | > loss_1: 34.29911422729492 (33.845715876781554) | > grad_norm_1: tensor(374.4330, device='cuda:0') (tensor(241.1511, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.4329 (0.3711762590841812) | > loader_time: 0.0059 (0.004431015614307291)  --> TIME: 2024-06-10 18:47:36 -- STEP: 289/330 -- GLOBAL_STEP: 117000 | > loss_disc: 2.2051632404327393 (2.2602913808657625) | > loss_disc_real_0: 0.08147040009498596 (0.11469658178029175) | > loss_disc_real_1: 0.2491515725851059 (0.20298180561577164) | > loss_disc_real_2: 0.20766814053058624 (0.21480765722202178) | > loss_disc_real_3: 0.19374191761016846 (0.22025687121190007) | > loss_disc_real_4: 0.20077089965343475 (0.21371841482225173) | > loss_disc_real_5: 0.1871977150440216 (0.2081288120428996) | > loss_0: 2.2051632404327393 (2.2602913808657625) | > grad_norm_0: tensor(35.5380, device='cuda:0') (tensor(23.2466, device='cuda:0')) | > loss_gen: 2.662686824798584 (2.627461050620954) | > loss_kl: 1.6057970523834229 (1.658056698043454) | > loss_feat: 7.522265911102295 (7.332833169653341) | > loss_mel: 18.509204864501953 (20.070374564728528) | > loss_duration: 2.2657408714294434 (2.1324681237494683) | > loss_1: 32.565696716308594 (33.82119375446674) | > grad_norm_1: tensor(445.4760, device='cuda:0') (tensor(256.0409, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.4732 (0.3780262346498693) | > loader_time: 0.0059 (0.0045993377593149375) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_117000.pth  --> TIME: 2024-06-10 18:47:54 -- STEP: 314/330 -- GLOBAL_STEP: 117025 | > loss_disc: 2.23439359664917 (2.258256834024076) | > loss_disc_real_0: 0.11581958830356598 (0.11497362593936312) | > loss_disc_real_1: 0.1963748186826706 (0.2029272409001734) | > loss_disc_real_2: 0.21361105144023895 (0.21476417063337983) | > loss_disc_real_3: 0.19066210091114044 (0.22019572086205152) | > loss_disc_real_4: 0.20787128806114197 (0.21357938215421263) | > loss_disc_real_5: 0.1894296109676361 (0.20803907366505095) | > loss_0: 2.23439359664917 (2.258256834024076) | > grad_norm_0: tensor(29.1308, device='cuda:0') (tensor(23.1776, device='cuda:0')) | > loss_gen: 2.5253050327301025 (2.6273575246713725) | > loss_kl: 1.6952883005142212 (1.6571948118270583) | > loss_feat: 6.966341018676758 (7.35866403124135) | > loss_mel: 19.38205337524414 (20.04550872486868) | > loss_duration: 2.3052308559417725 (2.143900409625596) | > loss_1: 32.87421798706055 (33.832625619924734) | > grad_norm_1: tensor(310.2953, device='cuda:0') (tensor(260.9347, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.516 (0.38757802878215797) | > loader_time: 0.0078 (0.004809685573456394)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.272128105163574 (2.272128105163574) | > loss_disc_real_0: 0.0831378847360611 (0.0831378847360611) | > loss_disc_real_1: 0.19358208775520325 (0.19358208775520325) | > loss_disc_real_2: 0.2600977122783661 (0.2600977122783661) | > loss_disc_real_3: 0.24044936895370483 (0.24044936895370483) | > loss_disc_real_4: 0.2318996638059616 (0.2318996638059616) | > loss_disc_real_5: 0.21895062923431396 (0.21895062923431396) | > loss_0: 2.272128105163574 (2.272128105163574) | > loss_gen: 2.5218024253845215 (2.5218024253845215) | > loss_kl: 1.2198476791381836 (1.2198476791381836) | > loss_feat: 5.97878885269165 (5.97878885269165) | > loss_mel: 18.12216567993164 (18.12216567993164) | > loss_duration: 2.7715768814086914 (2.7715768814086914) | > loss_1: 30.614181518554688 (30.614181518554688)  --> STEP: 1 | > loss_disc: 2.0493602752685547 (2.0493602752685547) | > loss_disc_real_0: 0.07545986771583557 (0.07545986771583557) | > loss_disc_real_1: 0.20225736498832703 (0.20225736498832703) | > loss_disc_real_2: 0.18915927410125732 (0.18915927410125732) | > loss_disc_real_3: 0.18876518309116364 (0.18876518309116364) | > loss_disc_real_4: 0.17480076849460602 (0.17480076849460602) | > loss_disc_real_5: 0.15531127154827118 (0.15531127154827118) | > loss_0: 2.0493602752685547 (2.0493602752685547) | > loss_gen: 2.3885598182678223 (2.3885598182678223) | > loss_kl: 1.8595378398895264 (1.8595378398895264) | > loss_feat: 6.7778849601745605 (6.7778849601745605) | > loss_mel: 20.0994873046875 (20.0994873046875) | > loss_duration: 2.3288793563842773 (2.3288793563842773) | > loss_1: 33.454349517822266 (33.454349517822266)  --> STEP: 2 | > loss_disc: 2.231856107711792 (2.1406081914901733) | > loss_disc_real_0: 0.0664338767528534 (0.07094687223434448) | > loss_disc_real_1: 0.17730849981307983 (0.18978293240070343) | > loss_disc_real_2: 0.26430827379226685 (0.22673377394676208) | > loss_disc_real_3: 0.2591072618961334 (0.22393622249364853) | > loss_disc_real_4: 0.2974531352519989 (0.23612695187330246) | > loss_disc_real_5: 0.26457470655441284 (0.209942989051342) | > loss_0: 2.231856107711792 (2.1406081914901733) | > loss_gen: 2.5098283290863037 (2.449194073677063) | > loss_kl: 1.7368212938308716 (1.798179566860199) | > loss_feat: 5.590588092803955 (6.184236526489258) | > loss_mel: 22.811851501464844 (21.455669403076172) | > loss_duration: 2.43144154548645 (2.3801604509353638) | > loss_1: 35.08053207397461 (34.26744079589844)  --> STEP: 3 | > loss_disc: 2.0574700832366943 (2.1128954887390137) | > loss_disc_real_0: 0.07828548550605774 (0.0733930766582489) | > loss_disc_real_1: 0.19778962433338165 (0.19245182971159616) | > loss_disc_real_2: 0.26081836223602295 (0.23809530337651572) | > loss_disc_real_3: 0.2352805882692337 (0.2277176777521769) | > loss_disc_real_4: 0.2836449444293976 (0.25196628272533417) | > loss_disc_real_5: 0.18575362861156464 (0.20187986890474954) | > loss_0: 2.0574700832366943 (2.1128954887390137) | > loss_gen: 2.9601948261260986 (2.6195276578267417) | > loss_kl: 2.9498000144958496 (2.182053049405416) | > loss_feat: 7.88777494430542 (6.7520826657613116) | > loss_mel: 20.769935607910156 (21.227091471354168) | > loss_duration: 2.153977155685425 (2.3047660191853843) | > loss_1: 36.7216796875 (35.08552042643229)  --> STEP: 4 | > loss_disc: 1.8787214756011963 (2.0543519854545593) | > loss_disc_real_0: 0.07399877160787582 (0.07354450039565563) | > loss_disc_real_1: 0.15975899994373322 (0.18427862226963043) | > loss_disc_real_2: 0.23996298015117645 (0.2385622225701809) | > loss_disc_real_3: 0.22636178135871887 (0.2273787036538124) | > loss_disc_real_4: 0.2087026834487915 (0.2411503829061985) | > loss_disc_real_5: 0.16265948116779327 (0.19207477197051048) | > loss_0: 1.8787214756011963 (2.0543519854545593) | > loss_gen: 2.792909860610962 (2.6628732085227966) | > loss_kl: 1.837438702583313 (2.09589946269989) | > loss_feat: 7.126739501953125 (6.845746874809265) | > loss_mel: 20.33106803894043 (21.003085613250732) | > loss_duration: 2.2144627571105957 (2.282190203666687) | > loss_1: 34.30261993408203 (34.88979530334473)  --> STEP: 5 | > loss_disc: 2.415012836456299 (2.1264841556549072) | > loss_disc_real_0: 0.1491835117340088 (0.08867230266332626) | > loss_disc_real_1: 0.21328191459178925 (0.1900792807340622) | > loss_disc_real_2: 0.2557673454284668 (0.24200324714183807) | > loss_disc_real_3: 0.20702725648880005 (0.22330841422080994) | > loss_disc_real_4: 0.20337212085723877 (0.23359473049640656) | > loss_disc_real_5: 0.14704152941703796 (0.183068123459816) | > loss_0: 2.415012836456299 (2.1264841556549072) | > loss_gen: 2.278203010559082 (2.5859391689300537) | > loss_kl: 1.9110642671585083 (2.0589324235916138) | > loss_feat: 6.026607990264893 (6.681919097900391) | > loss_mel: 21.24456787109375 (21.051382064819336) | > loss_duration: 2.3551337718963623 (2.296778917312622) | > loss_1: 33.815574645996094 (34.674951171875)  --> STEP: 6 | > loss_disc: 2.405548572540283 (2.1729948918024697) | > loss_disc_real_0: 0.048411037772893906 (0.0819620918482542) | > loss_disc_real_1: 0.16640891134738922 (0.1861342191696167) | > loss_disc_real_2: 0.2575746476650238 (0.24459848056236902) | > loss_disc_real_3: 0.23464065790176392 (0.22519712150096893) | > loss_disc_real_4: 0.2747458517551422 (0.24045325070619583) | > loss_disc_real_5: 0.21758857369422913 (0.18882153183221817) | > loss_0: 2.405548572540283 (2.1729948918024697) | > loss_gen: 2.3054983615875244 (2.5391990343729653) | > loss_kl: 1.7411534786224365 (2.0059692660967507) | > loss_feat: 6.516406059265137 (6.654333591461182) | > loss_mel: 22.99793243408203 (21.375807126363117) | > loss_duration: 2.1240758895874023 (2.267995079358419) | > loss_1: 35.6850700378418 (34.8433043162028)  --> STEP: 7 | > loss_disc: 2.5755703449249268 (2.2305056708199635) | > loss_disc_real_0: 0.09288503229618073 (0.0835225119122437) | > loss_disc_real_1: 0.2800152003765106 (0.1995457879134587) | > loss_disc_real_2: 0.3400895595550537 (0.2582400632756097) | > loss_disc_real_3: 0.2747383713722229 (0.23227444291114807) | > loss_disc_real_4: 0.3458038866519928 (0.2555033415555954) | > loss_disc_real_5: 0.29611122608184814 (0.20414863101073674) | > loss_0: 2.5755703449249268 (2.2305056708199635) | > loss_gen: 2.5285484790802 (2.537677526473999) | > loss_kl: 2.7254269123077393 (2.1087489298411777) | > loss_feat: 4.906951427459717 (6.404707568032401) | > loss_mel: 18.793344497680664 (21.006883893694198) | > loss_duration: 2.4312288761138916 (2.291314193180629) | > loss_1: 31.385501861572266 (34.34933253696987)  --> STEP: 8 | > loss_disc: 1.9218229055404663 (2.1919203251600266) | > loss_disc_real_0: 0.051464617252349854 (0.07951527507975698) | > loss_disc_real_1: 0.17135773599147797 (0.1960222814232111) | > loss_disc_real_2: 0.17641188204288483 (0.24801154062151912) | > loss_disc_real_3: 0.17357730865478516 (0.2249373011291027) | > loss_disc_real_4: 0.1746443659067154 (0.2453959695994854) | > loss_disc_real_5: 0.1918497234582901 (0.2026112675666809) | > loss_0: 1.9218229055404663 (2.1919203251600266) | > loss_gen: 2.6225695610046387 (2.548289030790329) | > loss_kl: 2.135836601257324 (2.112134888768196) | > loss_feat: 8.424921989440918 (6.657234370708466) | > loss_mel: 21.35964584350586 (21.050979137420654) | > loss_duration: 2.194136142730713 (2.2791669368743896) | > loss_1: 36.73711013793945 (34.647804737091064)  --> STEP: 9 | > loss_disc: 2.0499963760375977 (2.176150997479757) | > loss_disc_real_0: 0.13246136903762817 (0.08539817440840933) | > loss_disc_real_1: 0.1949809044599533 (0.19590657287173802) | > loss_disc_real_2: 0.22329865396022797 (0.2452656643258201) | > loss_disc_real_3: 0.28687235713005066 (0.23181897401809692) | > loss_disc_real_4: 0.24966485798358917 (0.24587029053105247) | > loss_disc_real_5: 0.21625027060508728 (0.20412671234872606) | > loss_0: 2.0499963760375977 (2.176150997479757) | > loss_gen: 3.03300142288208 (2.602145963244968) | > loss_kl: 1.7906413078308105 (2.076413379775153) | > loss_feat: 10.451668739318848 (7.078838189442952) | > loss_mel: 21.35036277770996 (21.08424398634169) | > loss_duration: 2.136392116546631 (2.2633030679490833) | > loss_1: 38.76206588745117 (35.10494486490885)  --> STEP: 10 | > loss_disc: 2.3058338165283203 (2.189119279384613) | > loss_disc_real_0: 0.14386898279190063 (0.09124525524675846) | > loss_disc_real_1: 0.2220716029405594 (0.19852307587862014) | > loss_disc_real_2: 0.31248003244400024 (0.2519871011376381) | > loss_disc_real_3: 0.2361898273229599 (0.23225605934858323) | > loss_disc_real_4: 0.28353503346443176 (0.2496367648243904) | > loss_disc_real_5: 0.2337462306022644 (0.2070886641740799) | > loss_0: 2.3058338165283203 (2.189119279384613) | > loss_gen: 2.858159303665161 (2.6277472972869873) | > loss_kl: 1.8303089141845703 (2.051802933216095) | > loss_feat: 6.807188987731934 (7.05167326927185) | > loss_mel: 21.097230911254883 (21.085542678833008) | > loss_duration: 2.235131025314331 (2.260485863685608) | > loss_1: 34.82801818847656 (35.07725219726562)  --> STEP: 11 | > loss_disc: 2.1838607788085938 (2.188641233877702) | > loss_disc_real_0: 0.07673328369855881 (0.08992598510601303) | > loss_disc_real_1: 0.2002025693655014 (0.19867575710470026) | > loss_disc_real_2: 0.2582823634147644 (0.25255939770828595) | > loss_disc_real_3: 0.2951231002807617 (0.23797124488787216) | > loss_disc_real_4: 0.2292521595954895 (0.24778361889449033) | > loss_disc_real_5: 0.1636650413274765 (0.20314106209711594) | > loss_0: 2.1838607788085938 (2.188641233877702) | > loss_gen: 2.94594407081604 (2.6566742766987193) | > loss_kl: 2.5755980014801025 (2.099420666694641) | > loss_feat: 7.805212497711182 (7.120176835493608) | > loss_mel: 17.996280670166016 (20.804700678045098) | > loss_duration: 2.3835220336914062 (2.2716709700497715) | > loss_1: 33.70655822753906 (34.95264365456321)  --> STEP: 12 | > loss_disc: 2.232614040374756 (2.192305634419123) | > loss_disc_real_0: 0.05990663170814514 (0.08742437232285738) | > loss_disc_real_1: 0.2364639788866043 (0.2018247755865256) | > loss_disc_real_2: 0.21818698942661285 (0.24969503035147986) | > loss_disc_real_3: 0.1970522254705429 (0.23456132660309473) | > loss_disc_real_4: 0.20696088671684265 (0.244381724546353) | > loss_disc_real_5: 0.1713714599609375 (0.2004935952524344) | > loss_0: 2.232614040374756 (2.192305634419123) | > loss_gen: 2.2776665687561035 (2.6250903010368347) | > loss_kl: 1.6938327550888062 (2.0656216740608215) | > loss_feat: 6.341160774230957 (7.055258830388387) | > loss_mel: 18.874021530151367 (20.64381074905395) | > loss_duration: 2.1913743019104004 (2.264979581038157) | > loss_1: 31.378055572509766 (34.65476131439209)  --> STEP: 13 | > loss_disc: 2.368680715560913 (2.205872948353107) | > loss_disc_real_0: 0.10781092941761017 (0.08899256902245375) | > loss_disc_real_1: 0.2671297490596771 (0.20684823508446032) | > loss_disc_real_2: 0.30644842982292175 (0.2540606764646677) | > loss_disc_real_3: 0.22223493456840515 (0.23361314260042632) | > loss_disc_real_4: 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(20.394465637207027) | > loss_duration: 2.249464750289917 (2.2615511258443197) | > loss_1: 35.714847564697266 (34.738101450602215)  --> STEP: 16 | > loss_disc: 2.2986998558044434 (2.19659573584795) | > loss_disc_real_0: 0.06128294765949249 (0.09216935583390296) | > loss_disc_real_1: 0.20274361968040466 (0.20680338982492685) | > loss_disc_real_2: 0.2974698841571808 (0.26311288960278034) | > loss_disc_real_3: 0.31112298369407654 (0.23881550319492817) | > loss_disc_real_4: 0.32258835434913635 (0.24619632586836815) | > loss_disc_real_5: 0.2617228031158447 (0.19791622692719102) | > loss_0: 2.2986998558044434 (2.19659573584795) | > loss_gen: 3.053234577178955 (2.693670019507408) | > loss_kl: 1.319079041481018 (2.0124535262584686) | > loss_feat: 8.111879348754883 (7.401092857122421) | > loss_mel: 19.174917221069336 (20.31824386119842) | > loss_duration: 2.36191987991333 (2.267824172973633) | > loss_1: 34.02103042602539 (34.69328451156616)  --> STEP: 17 | > loss_disc: 2.5066959857940674 (2.214836927021251) | > loss_disc_real_0: 0.14619120955467224 (0.09534711193512468) | > loss_disc_real_1: 0.221513569355011 (0.2076686945031671) | > loss_disc_real_2: 0.31788238883018494 (0.2663346248514512) | > loss_disc_real_3: 0.2720130383968353 (0.24076829938327565) | > loss_disc_real_4: 0.26431548595428467 (0.24726215881459854) | > loss_disc_real_5: 0.1890828162431717 (0.19739661453401341) | > loss_0: 2.5066959857940674 (2.214836927021251) | > loss_gen: 2.58400821685791 (2.687219325233908) | > loss_kl: 2.083197593688965 (2.0166149419896744) | > loss_feat: 5.906680107116699 (7.313186224769144) | > loss_mel: 18.680736541748047 (20.221919901230752) | > loss_duration: 2.387314796447754 (2.274853033177993) | > loss_1: 31.641937255859375 (34.513793496524585)  --> STEP: 18 | > loss_disc: 2.3851819038391113 (2.2243005368444653) | > loss_disc_real_0: 0.06798217445611954 (0.0938268376307355) | > loss_disc_real_1: 0.15700945258140564 (0.20485429217418036) | > loss_disc_real_2: 0.2392120510339737 (0.26482781519492465) | > loss_disc_real_3: 0.22699378430843353 (0.24000304854578441) | > loss_disc_real_4: 0.2529734671115875 (0.2475794537199868) | > loss_disc_real_5: 0.2075725495815277 (0.1979619442588753) | > loss_0: 2.3851819038391113 (2.2243005368444653) | > loss_gen: 2.1872971057891846 (2.65944586859809) | > loss_kl: 2.0296077728271484 (2.0173367659250894) | > loss_feat: 6.800076961517334 (7.284680154588488) | > loss_mel: 18.672286987304688 (20.135829183790417) | > loss_duration: 2.2536044120788574 (2.2736725542280407) | > loss_1: 31.942874908447266 (34.370964686075844)  --> STEP: 19 | > loss_disc: 2.576997756958008 (2.242863548429389) | > loss_disc_real_0: 0.1191088855266571 (0.09515747173052085) | > loss_disc_real_1: 0.26495662331581116 (0.20801757276058197) | > loss_disc_real_2: 0.28815898299217224 (0.2660557713947798) | > loss_disc_real_3: 0.307451069355011 (0.24355294437784897) | > loss_disc_real_4: 0.29467394948005676 (0.2500581113915694) | > loss_disc_real_5: 0.2836882472038269 (0.20247385494018855) | > loss_0: 2.576997756958008 (2.242863548429389) | > loss_gen: 2.5479018688201904 (2.6535751317676746) | > loss_kl: 1.7049500942230225 (2.0008953621512964) | > loss_feat: 6.31834602355957 (7.2338204634817025) | > loss_mel: 19.85397720336914 (20.120994869031403) | > loss_duration: 2.3199405670166016 (2.2761077127958598) | > loss_1: 32.7451171875 (34.28539376509817)  --> STEP: 20 | > loss_disc: 2.4244604110717773 (2.2519433915615084) | > loss_disc_real_0: 0.11455685645341873 (0.09612744096666574) | > loss_disc_real_1: 0.22453492879867554 (0.20884344056248666) | > loss_disc_real_2: 0.32524678111076355 (0.269015321880579) | > loss_disc_real_3: 0.24787619709968567 (0.2437691070139408) | > loss_disc_real_4: 0.26076117157936096 (0.250593264400959) | > loss_disc_real_5: 0.22781090438365936 (0.2037407074123621) | > loss_0: 2.4244604110717773 (2.2519433915615084) | > loss_gen: 2.50799560546875 (2.6462961554527284) | > loss_kl: 1.8542912006378174 (1.9935651540756225) | > loss_feat: 5.989194869995117 (7.171589183807373) | > loss_mel: 21.164260864257812 (20.173158168792725) | > loss_duration: 2.3380579948425293 (2.2792052268981933) | > loss_1: 33.85380172729492 (34.26381416320801)  --> STEP: 21 | > loss_disc: 2.1455237865448 (2.2468757913226174) | > loss_disc_real_0: 0.06718046963214874 (0.09474901376026017) | > loss_disc_real_1: 0.24249717593193054 (0.210445999389603) | > loss_disc_real_2: 0.5208855867385864 (0.2810091440166746) | > loss_disc_real_3: 0.19607318937778473 (0.24149787284079052) | > loss_disc_real_4: 0.22649817168712616 (0.24944587903363363) | > loss_disc_real_5: 0.20546552538871765 (0.20382284160171235) | > loss_0: 2.1455237865448 (2.2468757913226174) | > loss_gen: 3.8314054012298584 (2.702729929061163) | > loss_kl: 1.9226441383361816 (1.9901879628499348) | > loss_feat: 8.068544387817383 (7.214301336379278) | > loss_mel: 17.648508071899414 (20.05293673560733) | > loss_duration: 2.132718563079834 (2.2722296714782715) | > loss_1: 33.60382080078125 (34.23238590785435)  --> STEP: 22 | > loss_disc: 2.388455867767334 (2.253311249342832) | > loss_disc_real_0: 0.09090086817741394 (0.09457409805194898) | > loss_disc_real_1: 0.2024485021829605 (0.2100824767893011) | > loss_disc_real_2: 0.2125914841890335 (0.27789925038814545) | > loss_disc_real_3: 0.3615929186344147 (0.24695673855868253) | > loss_disc_real_4: 0.3130214512348175 (0.2523356777700511) | > loss_disc_real_5: 0.2367992252111435 (0.20532176812941377) | > loss_0: 2.388455867767334 (2.253311249342832) | > loss_gen: 2.6104307174682617 (2.6985345103523946) | > loss_kl: 1.7359864711761475 (1.9786333495920354) | > loss_feat: 7.21830940246582 (7.214483521201394) | > loss_mel: 20.35628890991211 (20.066725470803) | > loss_duration: 2.1760950088500977 (2.2678599140860816) | > loss_1: 34.097110748291016 (34.22623703696511)  --> STEP: 23 | > loss_disc: 2.6352016925811768 (2.2699151816575425) | > loss_disc_real_0: 0.10845685005187988 (0.09517769596498946) | > loss_disc_real_1: 0.26771268248558044 (0.21258813790653064) | > loss_disc_real_2: 0.27471035718917847 (0.27776060285775556) | > loss_disc_real_3: 0.29726576805114746 (0.24914408766705057) | > loss_disc_real_4: 0.29033362865448 (0.2539877625911133) | > loss_disc_real_5: 0.28886592388153076 (0.2089541227273319) | > loss_0: 2.6352016925811768 (2.2699151816575425) | > loss_gen: 2.2605483531951904 (2.6794916339542554) | > loss_kl: 2.19875431060791 (1.988203826157943) | > loss_feat: 3.7630581855773926 (7.064421550087307) | > loss_mel: 17.375139236450195 (19.94969998235288) | > loss_duration: 2.243854522705078 (2.2668162014173423) | > loss_1: 27.841354370117188 (33.94863344275433)  --> STEP: 24 | > loss_disc: 2.453000545501709 (2.2775437384843826) | > loss_disc_real_0: 0.14285041391849518 (0.0971640592130522) | > loss_disc_real_1: 0.2572873532772064 (0.21445060521364212) | > loss_disc_real_2: 0.2994685471057892 (0.27866510053475696) | > loss_disc_real_3: 0.2783418297767639 (0.2503606602549553) | > loss_disc_real_4: 0.2582446038722992 (0.2541651309778294) | > loss_disc_real_5: 0.2018580585718155 (0.20865845338751873) | > loss_0: 2.453000545501709 (2.2775437384843826) | > loss_gen: 2.6496329307556152 (2.6782475213209787) | > loss_kl: 2.1053338050842285 (1.9930842419465382) | > loss_feat: 7.618044376373291 (7.087489167849223) | > loss_mel: 19.10407066345215 (19.91446542739868) | > loss_duration: 2.402928590774536 (2.2724875509738918) | > loss_1: 33.88001251220703 (33.94577423731486)  --> STEP: 25 | > loss_disc: 2.232551097869873 (2.2757440328598024) | > loss_disc_real_0: 0.17604905366897583 (0.10031945899128913) | > loss_disc_real_1: 0.23469606041908264 (0.21526042342185975) | > loss_disc_real_2: 0.2544209361076355 (0.2776953339576721) | > loss_disc_real_3: 0.25862863659858704 (0.25069137930870056) | > loss_disc_real_4: 0.23836776614189148 (0.25353323638439185) | > loss_disc_real_5: 0.2771216034889221 (0.21139697939157487) | > loss_0: 2.232551097869873 (2.2757440328598024) | > loss_gen: 3.238666534423828 (2.7006642818450928) | > loss_kl: 2.077338695526123 (1.9964544200897216) | > loss_feat: 9.16916561126709 (7.170756225585937) | > loss_mel: 18.96795654296875 (19.876605072021484) | > loss_duration: 2.3622047901153564 (2.2760762405395503) | > loss_1: 35.815330505371094 (34.02055648803711)  --> STEP: 26 | > loss_disc: 2.4944252967834473 (2.2841548507030196) | > loss_disc_real_0: 0.12509064376354218 (0.10127219686714503) | > loss_disc_real_1: 0.20195350050926208 (0.21474861869445214) | > loss_disc_real_2: 0.1735769808292389 (0.2736907819142708) | > loss_disc_real_3: 0.20219774544239044 (0.24882623954461172) | > loss_disc_real_4: 0.2686236500740051 (0.25411363691091543) | > loss_disc_real_5: 0.19686096906661987 (0.21083790207138428) | > loss_0: 2.4944252967834473 (2.2841548507030196) | > loss_gen: 2.1672427654266357 (2.6801480696751523) | > loss_kl: 1.945643663406372 (1.9945001602172852) | > loss_feat: 12.217727661132812 (7.36487051156851) | > loss_mel: 13.693750381469727 (19.638802968538723) | > loss_duration: 2.310616970062256 (2.277404730136577) | > loss_1: 32.33498001098633 (33.955726623535156) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024784344893235425 (-7.077363821176392e-05) | > avg_loss_disc: 2.2841548507030196 (-0.0014323683885422156) | > avg_loss_disc_real_0: 0.10127219686714503 (-0.01855732443240972) | > avg_loss_disc_real_1: 0.21474861869445214 (-0.08885697676585272) | > avg_loss_disc_real_2: 0.2736907819142708 (+0.039772085558909626) | > avg_loss_disc_real_3: 0.24882623954461172 (+0.02414397350870648) | > avg_loss_disc_real_4: 0.25411363691091543 (+0.027568350044580664) | > avg_loss_disc_real_5: 0.21083790207138428 (-0.01450788014783308) | > avg_loss_0: 2.2841548507030196 (-0.0014323683885422156) | > avg_loss_gen: 2.6801480696751523 (-0.15145344917590764) | > avg_loss_kl: 1.9945001602172852 (+0.010336394493396517) | > avg_loss_feat: 7.36487051156851 (-0.29707057659442526) | > avg_loss_mel: 19.638802968538723 (-0.31743827232948263) | > avg_loss_duration: 2.277404730136577 (+0.01266829784099821) | > avg_loss_1: 33.955726623535156 (-0.7429572618924638)  > EPOCH: 88/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:48:21)   --> TIME: 2024-06-10 18:48:25 -- STEP: 9/330 -- GLOBAL_STEP: 117050 | > loss_disc: 2.26967453956604 (2.2898454666137695) | > loss_disc_real_0: 0.12593024969100952 (0.11250192258093092) | > loss_disc_real_1: 0.1977054476737976 (0.1889949921104643) | > loss_disc_real_2: 0.1995115727186203 (0.20744525889555612) | > loss_disc_real_3: 0.24599112570285797 (0.2196756766902076) | > loss_disc_real_4: 0.2526549696922302 (0.2416618267695109) | > loss_disc_real_5: 0.2236935943365097 (0.22963398529423606) | > loss_0: 2.26967453956604 (2.2898454666137695) | > grad_norm_0: tensor(5.4523, device='cuda:0') (tensor(8.7171, device='cuda:0')) | > loss_gen: 2.7852416038513184 (2.643681208292643) | > loss_kl: 1.613879680633545 (1.602309783299764) | > loss_feat: 6.801769733428955 (6.919833236270481) | > loss_mel: 20.658266067504883 (20.61519326104058) | > loss_duration: 2.2218830585479736 (2.3092727661132812) | > loss_1: 34.08103942871094 (34.09029049343533) | > grad_norm_1: tensor(86.1468, device='cuda:0') (tensor(103.1150, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3345 (0.33344252904256183) | > loader_time: 0.0027 (0.0029070377349853516)  --> TIME: 2024-06-10 18:48:34 -- STEP: 34/330 -- GLOBAL_STEP: 117075 | > loss_disc: 2.319930076599121 (2.2737886484931495) | > loss_disc_real_0: 0.14768947660923004 (0.11473676562309265) | > loss_disc_real_1: 0.25766798853874207 (0.19887585981803782) | > loss_disc_real_2: 0.18102560937404633 (0.21478276217685027) | > loss_disc_real_3: 0.23049673438072205 (0.21903174414354212) | > loss_disc_real_4: 0.21764355897903442 (0.22004493983352885) | > loss_disc_real_5: 0.241903156042099 (0.2133001571192461) | > loss_0: 2.319930076599121 (2.2737886484931495) | > grad_norm_0: tensor(8.7609, device='cuda:0') (tensor(9.1298, device='cuda:0')) | > loss_gen: 2.70993971824646 (2.5898741413565243) | > loss_kl: 1.6465460062026978 (1.650585553225349) | > loss_feat: 7.4960198402404785 (7.036606676438275) | > loss_mel: 20.20321273803711 (20.214841954848346) | > loss_duration: 2.1309006214141846 (2.1608373557820038) | > loss_1: 34.18661880493164 (33.65274563957663) | > grad_norm_1: tensor(101.9198, device='cuda:0') (tensor(98.3331, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3701 (0.34317487127640667) | > loader_time: 0.003 (0.0030627110425163716)  --> TIME: 2024-06-10 18:48:42 -- STEP: 59/330 -- GLOBAL_STEP: 117100 | > loss_disc: 2.3285574913024902 (2.2863867848606434) | > loss_disc_real_0: 0.09660644829273224 (0.11655993342904722) | > loss_disc_real_1: 0.2686014473438263 (0.2037100291858285) | > loss_disc_real_2: 0.22429490089416504 (0.2153820640454858) | > loss_disc_real_3: 0.21041803061962128 (0.22205566501213334) | > loss_disc_real_4: 0.18247656524181366 (0.21824104023181787) | > loss_disc_real_5: 0.21090266108512878 (0.21352619993484626) | > loss_0: 2.3285574913024902 (2.2863867848606434) | > grad_norm_0: tensor(23.2927, device='cuda:0') (tensor(9.8443, device='cuda:0')) | > loss_gen: 2.3641843795776367 (2.576590101597673) | > loss_kl: 1.6269162893295288 (1.6375020237292273) | > loss_feat: 6.956004619598389 (7.130138906381898) | > loss_mel: 19.123056411743164 (20.28371804447497) | > loss_duration: 2.049936294555664 (2.1232551881822492) | > loss_1: 32.12010192871094 (33.75120447449765) | > grad_norm_1: tensor(292.2411, device='cuda:0') (tensor(116.4305, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3413 (0.3456809641951222) | > loader_time: 0.0033 (0.0031926349057989603)  --> TIME: 2024-06-10 18:48:51 -- STEP: 84/330 -- GLOBAL_STEP: 117125 | > loss_disc: 2.305509567260742 (2.2719408245313732) | > loss_disc_real_0: 0.1149880588054657 (0.1144891439804009) | > loss_disc_real_1: 0.2475745677947998 (0.20214513565103212) | > loss_disc_real_2: 0.2207344025373459 (0.2128340034257798) | > loss_disc_real_3: 0.24944695830345154 (0.22096323771845727) | > loss_disc_real_4: 0.21164394915103912 (0.21602958600435937) | > loss_disc_real_5: 0.2216120958328247 (0.21296713288341246) | > loss_0: 2.305509567260742 (2.2719408245313732) | > grad_norm_0: tensor(23.7205, device='cuda:0') (tensor(12.0608, device='cuda:0')) | > loss_gen: 2.722372055053711 (2.597101132074993) | > loss_kl: 1.6060212850570679 (1.6363187361331213) | > loss_feat: 6.681834697723389 (7.243148423376537) | > loss_mel: 19.295536041259766 (20.264791375114797) | > loss_duration: 2.1512179374694824 (2.1061137872082845) | > loss_1: 32.45698165893555 (33.847473507835744) | > grad_norm_1: tensor(179.4199, device='cuda:0') (tensor(169.9297, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3521 (0.3480773483003888) | > loader_time: 0.0039 (0.0033207365444728305)  --> TIME: 2024-06-10 18:49:01 -- STEP: 109/330 -- GLOBAL_STEP: 117150 | > loss_disc: 2.217682361602783 (2.26872926020841) | > loss_disc_real_0: 0.11743233352899551 (0.11504641086409945) | > loss_disc_real_1: 0.18656542897224426 (0.20141914992704305) | > loss_disc_real_2: 0.21774540841579437 (0.21397008261549363) | > loss_disc_real_3: 0.26234060525894165 (0.2212912790272214) | > loss_disc_real_4: 0.20091789960861206 (0.21491063816831746) | > loss_disc_real_5: 0.20875604450702667 (0.2114343896098093) | > loss_0: 2.217682361602783 (2.26872926020841) | > grad_norm_0: tensor(10.7802, device='cuda:0') (tensor(12.4911, device='cuda:0')) | > loss_gen: 2.687748432159424 (2.6100502232892806) | > loss_kl: 1.6204283237457275 (1.6238868630260503) | > loss_feat: 8.032379150390625 (7.293605730074261) | > loss_mel: 20.957517623901367 (20.24827715672484) | > loss_duration: 2.0365238189697266 (2.1020316257389307) | > loss_1: 35.3345947265625 (33.87785164369356) | > grad_norm_1: tensor(343.7470, device='cuda:0') (tensor(174.6411, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3695 (0.35373154473960944) | > loader_time: 0.0036 (0.003430537127573556)  --> TIME: 2024-06-10 18:49:10 -- STEP: 134/330 -- GLOBAL_STEP: 117175 | > loss_disc: 2.1768851280212402 (2.2668500426989877) | > loss_disc_real_0: 0.10352575033903122 (0.11562976185510408) | > loss_disc_real_1: 0.20544426143169403 (0.201208599356573) | > loss_disc_real_2: 0.17718173563480377 (0.21428760363539653) | > loss_disc_real_3: 0.1798991560935974 (0.22128881636395384) | > loss_disc_real_4: 0.1562780737876892 (0.213662470565803) | > loss_disc_real_5: 0.15548060834407806 (0.21083156575462705) | > loss_0: 2.1768851280212402 (2.2668500426989877) | > grad_norm_0: tensor(11.3243, device='cuda:0') (tensor(13.4237, device='cuda:0')) | > loss_gen: 2.616839647293091 (2.615460322864021) | > loss_kl: 1.746922492980957 (1.6244038459080368) | > loss_feat: 8.1234769821167 (7.3074436436838175) | > loss_mel: 20.60614776611328 (20.315366118701537) | > loss_duration: 2.1086409091949463 (2.101352354483817) | > loss_1: 35.202030181884766 (33.96402629453745) | > grad_norm_1: tensor(235.6249, device='cuda:0') (tensor(185.1047, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3624 (0.35599829723585896) | > loader_time: 0.0049 (0.0035446846663062252)  --> TIME: 2024-06-10 18:49:20 -- STEP: 159/330 -- GLOBAL_STEP: 117200 | > loss_disc: 2.2519924640655518 (2.2678646006674135) | > loss_disc_real_0: 0.15209725499153137 (0.11601153212898183) | > loss_disc_real_1: 0.2090732455253601 (0.20164794142141282) | > loss_disc_real_2: 0.20185381174087524 (0.21467840755885506) | > loss_disc_real_3: 0.23120179772377014 (0.22205137578571368) | > loss_disc_real_4: 0.21923094987869263 (0.21383053767231275) | > loss_disc_real_5: 0.21667127311229706 (0.21081680987241133) | > loss_0: 2.2519924640655518 (2.2678646006674135) | > grad_norm_0: tensor(31.8480, device='cuda:0') (tensor(14.1063, device='cuda:0')) | > loss_gen: 2.615973711013794 (2.617711050705341) | > loss_kl: 1.6884779930114746 (1.6239984522825517) | > loss_feat: 6.880937576293945 (7.292286165105472) | > loss_mel: 19.220027923583984 (20.294364125473695) | > loss_duration: 2.0892956256866455 (2.1011091305774703) | > loss_1: 32.494712829589844 (33.929468958632754) | > grad_norm_1: tensor(201.0263, device='cuda:0') (tensor(189.9228, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3711 (0.35933730287371934) | > loader_time: 0.005 (0.0036992276989439)  --> TIME: 2024-06-10 18:49:30 -- STEP: 184/330 -- GLOBAL_STEP: 117225 | > loss_disc: 2.1683599948883057 (2.266509564674419) | > loss_disc_real_0: 0.06851240247488022 (0.11488097270383783) | > loss_disc_real_1: 0.19435006380081177 (0.20154589600861073) | > loss_disc_real_2: 0.23909227550029755 (0.21520067605635398) | > loss_disc_real_3: 0.2279723882675171 (0.22226447660637938) | > loss_disc_real_4: 0.21213334798812866 (0.21404728649751) | > loss_disc_real_5: 0.20608016848564148 (0.21143835272801959) | > loss_0: 2.1683599948883057 (2.266509564674419) | > grad_norm_0: tensor(13.4274, device='cuda:0') (tensor(15.5863, device='cuda:0')) | > loss_gen: 2.8495981693267822 (2.622534738934559) | > loss_kl: 1.550506591796875 (1.6254086325997892) | > loss_feat: 8.050338745117188 (7.302098893600961) | > loss_mel: 19.82992935180664 (20.227900142255056) | > loss_duration: 2.114419937133789 (2.1048917556586475) | > loss_1: 34.39479064941406 (33.88283415462658) | > grad_norm_1: tensor(442.9207, device='cuda:0') (tensor(197.9927, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.378 (0.362529343884924) | > loader_time: 0.0051 (0.003824178291403729)  --> TIME: 2024-06-10 18:49:40 -- STEP: 209/330 -- GLOBAL_STEP: 117250 | > loss_disc: 2.3159427642822266 (2.2531959502890926) | > loss_disc_real_0: 0.10064603388309479 (0.11389500465974853) | > loss_disc_real_1: 0.1694362610578537 (0.20093520648741836) | > loss_disc_real_2: 0.17253881692886353 (0.21375013310373117) | > loss_disc_real_3: 0.18850618600845337 (0.22036870978950884) | > loss_disc_real_4: 0.22801129519939423 (0.21273421506847492) | > loss_disc_real_5: 0.21707415580749512 (0.21035316771867743) | > loss_0: 2.3159427642822266 (2.2531959502890926) | > grad_norm_0: tensor(29.6916, device='cuda:0') (tensor(16.5438, device='cuda:0')) | > loss_gen: 2.4748435020446777 (2.6391325076801366) | > loss_kl: 1.82454514503479 (1.62889468099512) | > loss_feat: 7.342180252075195 (7.357928381011817) | > loss_mel: 18.801233291625977 (20.196577710968473) | > loss_duration: 2.1653506755828857 (2.110166539986168) | > loss_1: 32.608154296875 (33.93269980581182) | > grad_norm_1: tensor(367.7004, device='cuda:0') (tensor(212.9451, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.3878 (0.3660599135896234) | > loader_time: 0.0071 (0.003964094454021544)  --> TIME: 2024-06-10 18:49:50 -- STEP: 234/330 -- GLOBAL_STEP: 117275 | > loss_disc: 2.2526350021362305 (2.2555601622304358) | > loss_disc_real_0: 0.12121420353651047 (0.11338208470907477) | > loss_disc_real_1: 0.23261763155460358 (0.2015986657804913) | > loss_disc_real_2: 0.23598432540893555 (0.21402597484680325) | > loss_disc_real_3: 0.21507157385349274 (0.2209009026360308) | > loss_disc_real_4: 0.1727198362350464 (0.21264164162497234) | > loss_disc_real_5: 0.23273596167564392 (0.21018660463329053) | > loss_0: 2.2526350021362305 (2.2555601622304358) | > grad_norm_0: tensor(21.6327, device='cuda:0') (tensor(17.7825, device='cuda:0')) | > loss_gen: 2.7091312408447266 (2.6404484041735667) | > loss_kl: 1.49759042263031 (1.627565866861588) | > loss_feat: 6.654285907745361 (7.356046880412306) | > loss_mel: 18.939456939697266 (20.16303167587673) | > loss_duration: 2.1707301139831543 (2.1168876361643134) | > loss_1: 31.971195220947266 (33.90398047520565) | > grad_norm_1: tensor(149.1574, device='cuda:0') (tensor(217.5477, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.4192 (0.3697003666152301) | > loader_time: 0.0055 (0.00410227694063105)  --> TIME: 2024-06-10 18:50:01 -- STEP: 259/330 -- GLOBAL_STEP: 117300 | > loss_disc: 2.327003240585327 (2.2550269448158833) | > loss_disc_real_0: 0.11816298961639404 (0.11357084573983686) | > loss_disc_real_1: 0.22432877123355865 (0.20162563376905376) | > loss_disc_real_2: 0.19897866249084473 (0.21467647301644435) | > loss_disc_real_3: 0.24701952934265137 (0.2207604491342449) | > loss_disc_real_4: 0.22183945775032043 (0.2125614141635453) | > loss_disc_real_5: 0.2183728814125061 (0.21048895249495636) | > loss_0: 2.327003240585327 (2.2550269448158833) | > grad_norm_0: tensor(17.0471, device='cuda:0') (tensor(18.0658, device='cuda:0')) | > loss_gen: 2.5991060733795166 (2.6421026907372207) | > loss_kl: 1.6574680805206299 (1.627075500930138) | > loss_feat: 8.416333198547363 (7.372424376056921) | > loss_mel: 20.50605010986328 (20.1372754675081) | > loss_duration: 2.2181873321533203 (2.122661742004187) | > loss_1: 35.39714813232422 (33.90153979886914) | > grad_norm_1: tensor(68.3826, device='cuda:0') (tensor(220.2628, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.4051 (0.3739812015106318) | > loader_time: 0.0058 (0.004244564122675008)  --> TIME: 2024-06-10 18:50:12 -- STEP: 284/330 -- GLOBAL_STEP: 117325 | > loss_disc: 2.25787615776062 (2.2533113666823215) | > loss_disc_real_0: 0.11518380790948868 (0.11401455968775799) | > loss_disc_real_1: 0.1996011584997177 (0.20181444974642407) | > loss_disc_real_2: 0.2319507747888565 (0.2146024603763937) | > loss_disc_real_3: 0.21314974129199982 (0.22059069458447708) | > loss_disc_real_4: 0.21478945016860962 (0.21302829876961837) | > loss_disc_real_5: 0.2060660570859909 (0.21025056638558146) | > loss_0: 2.25787615776062 (2.2533113666823215) | > grad_norm_0: tensor(15.1578, device='cuda:0') (tensor(18.1977, device='cuda:0')) | > loss_gen: 2.6889960765838623 (2.6432447139645983) | > loss_kl: 1.6017341613769531 (1.6250535467980614) | > loss_feat: 7.4402594566345215 (7.3961448300052695) | > loss_mel: 19.950151443481445 (20.093422359144192) | > loss_duration: 2.2225024700164795 (2.1305608526921596) | > loss_1: 33.90364456176758 (33.88842631729556) | > grad_norm_1: tensor(258.4901, device='cuda:0') (tensor(226.1906, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.4372 (0.37904436571497296) | > loader_time: 0.0063 (0.00440385811765429)  --> TIME: 2024-06-10 18:50:24 -- STEP: 309/330 -- GLOBAL_STEP: 117350 | > loss_disc: 2.217284679412842 (2.2521754264059974) | > loss_disc_real_0: 0.09994859993457794 (0.11382130245319462) | > loss_disc_real_1: 0.1859518438577652 (0.20261038719257496) | > loss_disc_real_2: 0.24951507151126862 (0.21433681563073378) | > loss_disc_real_3: 0.2004438191652298 (0.22007154907223475) | > loss_disc_real_4: 0.2345668375492096 (0.21226672519565015) | > loss_disc_real_5: 0.22212527692317963 (0.20955718552217514) | > loss_0: 2.217284679412842 (2.2521754264059974) | > grad_norm_0: tensor(16.8907, device='cuda:0') (tensor(19.3065, device='cuda:0')) | > loss_gen: 2.9765522480010986 (2.6430512377359343) | > loss_kl: 1.5910215377807617 (1.6236992638473757) | > loss_feat: 7.326023101806641 (7.422136316021669) | > loss_mel: 19.556564331054688 (20.072314746943118) | > loss_duration: 2.293203353881836 (2.1407543189317275) | > loss_1: 33.74336624145508 (33.90195587923612) | > grad_norm_1: tensor(463.5708, device='cuda:0') (tensor(239.9207, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.4969 (0.38630372112237116) | > loader_time: 0.0085 (0.004589699618638914)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3580641746520996 (2.3580641746520996) | > loss_disc_real_0: 0.11443167924880981 (0.11443167924880981) | > loss_disc_real_1: 0.2640126347541809 (0.2640126347541809) | > loss_disc_real_2: 0.19685517251491547 (0.19685517251491547) | > loss_disc_real_3: 0.3184039890766144 (0.3184039890766144) | > loss_disc_real_4: 0.2563663125038147 (0.2563663125038147) | > loss_disc_real_5: 0.2831852436065674 (0.2831852436065674) | > loss_0: 2.3580641746520996 (2.3580641746520996) | > loss_gen: 2.9043188095092773 (2.9043188095092773) | > loss_kl: 2.0242385864257812 (2.0242385864257812) | > loss_feat: 6.689115524291992 (6.689115524291992) | > loss_mel: 18.186437606811523 (18.186437606811523) | > loss_duration: 2.8380517959594727 (2.8380517959594727) | > loss_1: 32.64216232299805 (32.64216232299805)  --> STEP: 1 | > loss_disc: 2.6085126399993896 (2.6085126399993896) | > loss_disc_real_0: 0.1047038733959198 (0.1047038733959198) | > loss_disc_real_1: 0.28435176610946655 (0.28435176610946655) | > loss_disc_real_2: 0.17683152854442596 (0.17683152854442596) | > loss_disc_real_3: 0.37462109327316284 (0.37462109327316284) | > loss_disc_real_4: 0.268730491399765 (0.268730491399765) | > loss_disc_real_5: 0.3087601959705353 (0.3087601959705353) | > loss_0: 2.6085126399993896 (2.6085126399993896) | > loss_gen: 2.4623897075653076 (2.4623897075653076) | > loss_kl: 1.2155920267105103 (1.2155920267105103) | > loss_feat: 5.976706504821777 (5.976706504821777) | > loss_mel: 21.101478576660156 (21.101478576660156) | > loss_duration: 2.292088508605957 (2.292088508605957) | > loss_1: 33.048255920410156 (33.048255920410156)  --> STEP: 2 | > loss_disc: 2.2699480056762695 (2.4392303228378296) | > loss_disc_real_0: 0.07333548367023468 (0.08901967853307724) | > loss_disc_real_1: 0.20143263041973114 (0.24289219826459885) | > loss_disc_real_2: 0.13776777684688568 (0.15729965269565582) | > loss_disc_real_3: 0.25647976994514465 (0.31555043160915375) | > loss_disc_real_4: 0.2598392367362976 (0.2642848640680313) | > loss_disc_real_5: 0.2759092450141907 (0.292334720492363) | > loss_0: 2.2699480056762695 (2.4392303228378296) | > loss_gen: 2.4427714347839355 (2.4525805711746216) | > loss_kl: 1.6708917617797852 (1.4432418942451477) | > loss_feat: 6.551660537719727 (6.264183521270752) | > loss_mel: 23.814924240112305 (22.45820140838623) | > loss_duration: 2.4287309646606445 (2.360409736633301) | > loss_1: 36.90897750854492 (34.97861671447754)  --> STEP: 3 | > loss_disc: 2.1837387084960938 (2.3540664513905845) | > loss_disc_real_0: 0.042675673961639404 (0.07357167700926463) | > loss_disc_real_1: 0.22358569502830505 (0.23645669718583426) | > loss_disc_real_2: 0.16514958441257477 (0.15991629660129547) | > loss_disc_real_3: 0.2921358644962311 (0.3077455759048462) | > loss_disc_real_4: 0.2596321702003479 (0.26273396611213684) | > loss_disc_real_5: 0.2778710424900055 (0.28751349449157715) | > loss_0: 2.1837387084960938 (2.3540664513905845) | > loss_gen: 3.0771148204803467 (2.66075865427653) | > loss_kl: 1.4662245512008667 (1.450902779897054) | > loss_feat: 7.916088104248047 (6.814818382263184) | > loss_mel: 20.832931518554688 (21.916444778442383) | > loss_duration: 2.1771304607391357 (2.299316644668579) | > loss_1: 35.46949005126953 (35.14224116007487)  --> STEP: 4 | > loss_disc: 2.0123043060302734 (2.2686259150505066) | > loss_disc_real_0: 0.10826921463012695 (0.08224606141448021) | > loss_disc_real_1: 0.21814490854740143 (0.23187875002622604) | > loss_disc_real_2: 0.15890567004680634 (0.1596636399626732) | > loss_disc_real_3: 0.18155071139335632 (0.2761968597769737) | > loss_disc_real_4: 0.1357221007347107 (0.2309809997677803) | > loss_disc_real_5: 0.15557779371738434 (0.25452956929802895) | > loss_0: 2.0123043060302734 (2.2686259150505066) | > loss_gen: 2.641711473464966 (2.655996859073639) | > loss_kl: 1.801096796989441 (1.5384512841701508) | > loss_feat: 8.67049503326416 (7.278737545013428) | > loss_mel: 20.57384490966797 (21.58079481124878) | > loss_duration: 2.3144476413726807 (2.3030993938446045) | > loss_1: 36.0015983581543 (35.35708045959473)  --> STEP: 5 | > loss_disc: 2.135948657989502 (2.2420904636383057) | > loss_disc_real_0: 0.09657517820596695 (0.08511188477277756) | > loss_disc_real_1: 0.2564752697944641 (0.23679805397987366) | > loss_disc_real_2: 0.20611754059791565 (0.16895442008972167) | > loss_disc_real_3: 0.28221243619918823 (0.2773999750614166) | > loss_disc_real_4: 0.2432231307029724 (0.23342942595481872) | > loss_disc_real_5: 0.189171701669693 (0.24145799577236177) | > loss_0: 2.135948657989502 (2.2420904636383057) | > loss_gen: 2.74672794342041 (2.674143075942993) | > loss_kl: 2.0345027446746826 (1.6376615762710571) | > loss_feat: 5.946699619293213 (7.012329959869385) | > loss_mel: 21.355133056640625 (21.53566246032715) | > loss_duration: 2.4184000492095947 (2.3261595249176024) | > loss_1: 34.501461029052734 (35.18595657348633)  --> STEP: 6 | > loss_disc: 2.5093300342559814 (2.286630392074585) | > loss_disc_real_0: 0.17051902413368225 (0.099346407999595) | > loss_disc_real_1: 0.2920699417591095 (0.24601003527641296) | > loss_disc_real_2: 0.17587639391422272 (0.17010808239380518) | > loss_disc_real_3: 0.23413580656051636 (0.2701892803112666) | > loss_disc_real_4: 0.25172877311706543 (0.23647931714852652) | > loss_disc_real_5: 0.2009400874376297 (0.2347050110499064) | > loss_0: 2.5093300342559814 (2.286630392074585) | > loss_gen: 2.2478606700897217 (2.6030960083007812) | > loss_kl: 1.59942626953125 (1.6312890251477559) | > loss_feat: 4.817315578460693 (6.646494229634603) | > loss_mel: 18.571186065673828 (21.04158306121826) | > loss_duration: 2.1353695392608643 (2.294361193974813) | > loss_1: 29.371158599853516 (34.21682357788086)  --> STEP: 7 | > loss_disc: 2.493122100830078 (2.316129207611084) | > loss_disc_real_0: 0.1231384426355362 (0.10274527009044375) | > loss_disc_real_1: 0.2511506974697113 (0.2467444155897413) | > loss_disc_real_2: 0.23385089635849 (0.17921419867447444) | > loss_disc_real_3: 0.3286227285861969 (0.27853691577911377) | > loss_disc_real_4: 0.2854450047016144 (0.2434744153703962) | > loss_disc_real_5: 0.29679495096206665 (0.2435750024659293) | > loss_0: 2.493122100830078 (2.316129207611084) | > loss_gen: 2.545137643814087 (2.5948162419455394) | > loss_kl: 2.817335367202759 (1.8007242168698991) | > loss_feat: 6.317934989929199 (6.5995571953909735) | > loss_mel: 21.699748992919922 (21.13560676574707) | > loss_duration: 2.383197784423828 (2.3070521354675293) | > loss_1: 35.76335525512695 (34.4377566746303)  --> STEP: 8 | > loss_disc: 2.4547643661499023 (2.3334586024284363) | > loss_disc_real_0: 0.08433252573013306 (0.10044367704540491) | > loss_disc_real_1: 0.2554015815258026 (0.24782656133174896) | > loss_disc_real_2: 0.19493715465068817 (0.18117956817150116) | > loss_disc_real_3: 0.17095738649368286 (0.2650894746184349) | > loss_disc_real_4: 0.19269375503063202 (0.23712683282792568) | > loss_disc_real_5: 0.2157915234565735 (0.24010206758975983) | > loss_0: 2.4547643661499023 (2.3334586024284363) | > loss_gen: 2.122563600540161 (2.535784661769867) | > loss_kl: 2.004788637161255 (1.8262322694063187) | > loss_feat: 5.485093593597412 (6.460249245166779) | > loss_mel: 18.680028915405273 (20.828659534454346) | > loss_duration: 2.202916383743286 (2.294035166501999) | > loss_1: 30.495391845703125 (33.944961071014404)  --> STEP: 9 | > loss_disc: 2.303724765777588 (2.3301548428005643) | > loss_disc_real_0: 0.1250583380460739 (0.10317863937881258) | > loss_disc_real_1: 0.2819749116897583 (0.2516208224826389) | > loss_disc_real_2: 0.179531067609787 (0.1809964014424218) | > loss_disc_real_3: 0.2527579963207245 (0.26371931036313373) | > loss_disc_real_4: 0.16206181049346924 (0.22878627479076385) | > loss_disc_real_5: 0.2547897696495056 (0.24173403448528713) | > loss_0: 2.303724765777588 (2.3301548428005643) | > loss_gen: 2.7030398845672607 (2.554368575414022) | > loss_kl: 2.171245574951172 (1.8645670811335247) | > loss_feat: 9.52286434173584 (6.8005398114522295) | > loss_mel: 21.08688735961914 (20.857351515028213) | > loss_duration: 2.100857973098755 (2.2725710339016385) | > loss_1: 37.584896087646484 (34.34939829508463)  --> STEP: 10 | > loss_disc: 1.9769177436828613 (2.294831132888794) | > loss_disc_real_0: 0.05860698223114014 (0.09872147366404534) | > loss_disc_real_1: 0.20601670444011688 (0.2470604106783867) | > loss_disc_real_2: 0.18924777209758759 (0.1818215385079384) | > loss_disc_real_3: 0.18741172552108765 (0.25608855187892915) | > loss_disc_real_4: 0.16614778339862823 (0.22252242565155028) | > loss_disc_real_5: 0.1744893491268158 (0.23500956594944) | > loss_0: 1.9769177436828613 (2.294831132888794) | > loss_gen: 2.597344398498535 (2.558666157722473) | > loss_kl: 1.953839659690857 (1.8734943389892578) | > loss_feat: 7.978183746337891 (6.918304204940796) | > loss_mel: 21.409835815429688 (20.912599945068358) | > loss_duration: 2.198791980743408 (2.2651931285858153) | > loss_1: 36.13799285888672 (34.52825775146484)  --> STEP: 11 | > loss_disc: 2.5956833362579346 (2.3221813331950796) | > loss_disc_real_0: 0.09609010815620422 (0.09848225861787796) | > loss_disc_real_1: 0.30292102694511414 (0.25213864852081647) | > loss_disc_real_2: 0.15723800659179688 (0.17958667197010733) | > loss_disc_real_3: 0.2891082167625427 (0.2590903395956213) | > loss_disc_real_4: 0.21631306409835815 (0.22195793823762375) | > loss_disc_real_5: 0.3059518337249756 (0.24145886301994324) | > loss_0: 2.5956833362579346 (2.3221813331950796) | > loss_gen: 2.2503604888916016 (2.5306383696469394) | > loss_kl: 2.4693074226379395 (1.9276591647755017) | > loss_feat: 5.326251029968262 (6.773572098125111) | > loss_mel: 18.07475471496582 (20.65461401505904) | > loss_duration: 2.3435416221618652 (2.2723157189109107) | > loss_1: 30.464216232299805 (34.15879943154075)  --> STEP: 12 | > loss_disc: 2.484800100326538 (2.335732897122701) | > loss_disc_real_0: 0.06574341654777527 (0.09575402177870274) | > loss_disc_real_1: 0.19758683443069458 (0.2475926640133063) | > loss_disc_real_2: 0.18347130715847015 (0.17991039156913757) | > loss_disc_real_3: 0.19947831332683563 (0.25412267073988914) | > loss_disc_real_4: 0.1411203294992447 (0.2152214708427588) | > loss_disc_real_5: 0.12598296999931335 (0.23183587193489075) | > loss_0: 2.484800100326538 (2.335732897122701) | > loss_gen: 1.8381224870681763 (2.4729287127653756) | > loss_kl: 1.8438875675201416 (1.920678198337555) | > loss_feat: 6.493017196655273 (6.7501925230026245) | > loss_mel: 19.881267547607422 (20.590168476104736) | > loss_duration: 2.18491530418396 (2.265032351016998) | > loss_1: 32.2412109375 (33.99900039037069)  --> STEP: 13 | > loss_disc: 2.348781108856201 (2.3367366057175856) | > loss_disc_real_0: 0.09615051746368408 (0.09578452144677822) | > loss_disc_real_1: 0.3061728775501251 (0.2520988342853693) | > loss_disc_real_2: 0.16653570532798767 (0.1788815695505876) | > loss_disc_real_3: 0.2518201172351837 (0.25394555123952717) | > loss_disc_real_4: 0.22255539894104004 (0.21578561915801123) | > loss_disc_real_5: 0.20448999106884003 (0.22973234263750222) | > loss_0: 2.348781108856201 (2.3367366057175856) | > loss_gen: 2.508065700531006 (2.4756315579781165) | > loss_kl: 1.5512338876724243 (1.892259405209468) | > loss_feat: 6.052046775817871 (6.696489003988413) | > loss_mel: 19.565874099731445 (20.5113766009991) | > loss_duration: 2.157414197921753 (2.256754031548133) | > loss_1: 31.83463478088379 (33.83251072810246)  --> STEP: 14 | > loss_disc: 2.3421759605407715 (2.337125131062099) | > loss_disc_real_0: 0.09365205466747284 (0.09563220239111356) | > loss_disc_real_1: 0.21370548009872437 (0.24935645184346608) | > loss_disc_real_2: 0.19351822137832642 (0.17992704468114035) | > loss_disc_real_3: 0.2497488558292389 (0.25364578728164944) | > loss_disc_real_4: 0.22407807409763336 (0.21637793736798422) | > loss_disc_real_5: 0.2602512240409851 (0.231912262737751) | > loss_0: 2.3421759605407715 (2.337125131062099) | > loss_gen: 2.5526645183563232 (2.481133912290846) | > loss_kl: 2.3234052658081055 (1.9230555381093706) | > loss_feat: 7.232025623321533 (6.734741619655064) | > loss_mel: 22.414291381835938 (20.64729908534459) | > loss_duration: 2.3037660121917725 (2.2601120301655357) | > loss_1: 36.82615280151367 (34.04634230477469)  --> STEP: 15 | > loss_disc: 2.49418568611145 (2.3475958347320556) | > loss_disc_real_0: 0.12562352418899536 (0.09763162384430567) | > loss_disc_real_1: 0.3522551357746124 (0.2562163641055425) | > loss_disc_real_2: 0.19950111210346222 (0.18123198250929515) | > loss_disc_real_3: 0.21820774674415588 (0.2512832512458166) | > loss_disc_real_4: 0.25142472982406616 (0.2187143901983897) | > loss_disc_real_5: 0.25480538606643677 (0.23343847095966339) | > loss_0: 2.49418568611145 (2.3475958347320556) | > loss_gen: 2.5255014896392822 (2.4840917507807414) | > loss_kl: 2.4509472846984863 (1.9582483212153117) | > loss_feat: 8.37873363494873 (6.844341087341308) | > loss_mel: 19.93729591369629 (20.599965540568032) | > loss_duration: 2.2507216930389404 (2.2594860076904295) | > loss_1: 35.5432014465332 (34.14613291422526)  --> STEP: 16 | > loss_disc: 2.5160393714904785 (2.358123555779457) | > loss_disc_real_0: 0.17001700401306152 (0.10215571010485291) | > loss_disc_real_1: 0.3211914300918579 (0.2602773057296872) | > loss_disc_real_2: 0.18595337867736816 (0.1815270697697997) | > loss_disc_real_3: 0.3450082540512085 (0.25714106392115355) | > loss_disc_real_4: 0.22558404505252838 (0.21914374362677336) | > loss_disc_real_5: 0.2911944091320038 (0.23704821709543467) | > loss_0: 2.5160393714904785 (2.358123555779457) | > loss_gen: 2.7631030082702637 (2.5015299543738365) | > loss_kl: 2.2092974185943604 (1.9739388898015022) | > loss_feat: 7.340898036956787 (6.875375896692276) | > loss_mel: 18.722354888916016 (20.482614874839783) | > loss_duration: 2.3565216064453125 (2.26555073261261) | > loss_1: 33.392173767089844 (34.0990104675293)  --> STEP: 17 | > loss_disc: 2.4159998893737793 (2.361528045990888) | > loss_disc_real_0: 0.07328594475984573 (0.10045748861397014) | > loss_disc_real_1: 0.2465800940990448 (0.259471587398473) | > loss_disc_real_2: 0.15854819118976593 (0.18017537102979772) | > loss_disc_real_3: 0.2890123426914215 (0.25901584502528696) | > loss_disc_real_4: 0.23620641231536865 (0.22014743002022014) | > loss_disc_real_5: 0.3045724332332611 (0.24102022980942445) | > loss_0: 2.4159998893737793 (2.361528045990888) | > loss_gen: 2.4281930923461914 (2.497216021313387) | > loss_kl: 1.7015560865402222 (1.9579163719626034) | > loss_feat: 6.756439685821533 (6.868379648993997) | > loss_mel: 20.835294723510742 (20.503360748291016) | > loss_duration: 2.390399932861328 (2.2728948032154754) | > loss_1: 34.111881256103516 (34.099767572739545)  --> STEP: 18 | > loss_disc: 2.4797511100769043 (2.3680959939956665) | > loss_disc_real_0: 0.09022101014852524 (0.09988879536588986) | > loss_disc_real_1: 0.29633602499961853 (0.2615196117096477) | > loss_disc_real_2: 0.1740805208683014 (0.17983676824304792) | > loss_disc_real_3: 0.2955869436264038 (0.261047572725349) | > loss_disc_real_4: 0.1992364078760147 (0.21898570656776428) | > loss_disc_real_5: 0.2642112970352173 (0.2423086224330796) | > loss_0: 2.4797511100769043 (2.3680959939956665) | > loss_gen: 2.4741358757019043 (2.495933791001638) | > loss_kl: 2.0330862998962402 (1.9620924790700276) | > loss_feat: 7.6478495597839355 (6.911683532926771) | > loss_mel: 21.424541473388672 (20.554537455240887) | > loss_duration: 2.1770637035369873 (2.2675708532333374) | > loss_1: 35.756675720214844 (34.19181802537706)  --> STEP: 19 | > loss_disc: 2.302659511566162 (2.36465196860464) | > loss_disc_real_0: 0.10732898116111755 (0.10028038409195449) | > loss_disc_real_1: 0.2368393838405609 (0.2602206523481168) | > loss_disc_real_2: 0.21064332127571106 (0.18145816577108284) | > loss_disc_real_3: 0.21843667328357697 (0.258804893807361) | > loss_disc_real_4: 0.22375823557376862 (0.2192368923049224) | > loss_disc_real_5: 0.2654450535774231 (0.2435263293354135) | > loss_0: 2.302659511566162 (2.36465196860464) | > loss_gen: 2.6328792572021484 (2.503141447117454) | > loss_kl: 1.406010627746582 (1.932825013210899) | > loss_feat: 8.952624320983887 (7.0191014691403035) | > loss_mel: 20.653087615966797 (20.559724305805407) | > loss_duration: 2.2748756408691406 (2.267955315740485) | > loss_1: 35.91947555541992 (34.28274736906353)  --> STEP: 20 | > loss_disc: 2.5396952629089355 (2.3734041333198546) | > loss_disc_real_0: 0.14045751094818115 (0.10228924043476581) | > loss_disc_real_1: 0.2995031774044037 (0.26218477860093115) | > loss_disc_real_2: 0.1730666309595108 (0.18103858903050424) | > loss_disc_real_3: 0.24929584562778473 (0.2583294413983822) | > loss_disc_real_4: 0.2482702136039734 (0.22068855836987494) | > loss_disc_real_5: 0.2978156805038452 (0.24624079689383507) | > loss_0: 2.5396952629089355 (2.3734041333198546) | > loss_gen: 2.321021318435669 (2.4940354406833647) | > loss_kl: 1.5706582069396973 (1.9147166728973388) | > loss_feat: 4.3269734382629395 (6.884495067596435) | > loss_mel: 21.382047653198242 (20.600840473175047) | > loss_duration: 2.3204867839813232 (2.2705818891525267) | > loss_1: 31.921186447143555 (34.16466932296753)  --> STEP: 21 | > loss_disc: 2.2141165733337402 (2.3658190114157542) | > loss_disc_real_0: 0.06952740252017975 (0.10072915291502363) | > loss_disc_real_1: 0.20362816751003265 (0.2593963685489836) | > loss_disc_real_2: 0.2180861234664917 (0.18280275733697982) | > loss_disc_real_3: 0.1945950835943222 (0.25529447197914124) | > loss_disc_real_4: 0.14130248129367828 (0.21690826898529417) | > loss_disc_real_5: 0.2233595997095108 (0.24515121607553392) | > loss_0: 2.2141165733337402 (2.3658190114157542) | > loss_gen: 2.2688281536102295 (2.4833112841560725) | > loss_kl: 1.9949495792388916 (1.918537287485032) | > loss_feat: 6.977246284484863 (6.888911792210171) | > loss_mel: 20.091304779052734 (20.576576868693035) | > loss_duration: 2.145843029022217 (2.2646419434320357) | > loss_1: 33.47816848754883 (34.13197880699521)  --> STEP: 22 | > loss_disc: 2.6678333282470703 (2.379546934908087) | > loss_disc_real_0: 0.07244691252708435 (0.09944359653375366) | > loss_disc_real_1: 0.273179292678833 (0.2600228651003404) | > loss_disc_real_2: 0.23034340143203735 (0.18496369570493698) | > loss_disc_real_3: 0.3858107328414917 (0.2612270292910663) | > loss_disc_real_4: 0.3027719557285309 (0.22081116383725946) | > loss_disc_real_5: 0.26651158928871155 (0.24612214213067835) | > loss_0: 2.6678333282470703 (2.379546934908087) | > loss_gen: 2.530118465423584 (2.4854388833045955) | > loss_kl: 1.7307530641555786 (1.9100016409700566) | > loss_feat: 7.325928211212158 (6.908776174892079) | > loss_mel: 21.40592384338379 (20.614274458451703) | > loss_duration: 2.1513619422912598 (2.2594928524710913) | > loss_1: 35.14408493041992 (34.17798363078724)  --> STEP: 23 | > loss_disc: 2.370232582092285 (2.3791419630465303) | > loss_disc_real_0: 0.06755514442920685 (0.09805714209442554) | > loss_disc_real_1: 0.30778616666793823 (0.2620995303858881) | > loss_disc_real_2: 0.12170764058828354 (0.18221343243899552) | > loss_disc_real_3: 0.2584422826766968 (0.2611059533513111) | > loss_disc_real_4: 0.15761908888816833 (0.21806368231773376) | > loss_disc_real_5: 0.20688624680042267 (0.24441623363805853) | > loss_0: 2.370232582092285 (2.3791419630465303) | > loss_gen: 2.415584087371826 (2.4824017182640405) | > loss_kl: 2.112947702407837 (1.9188253827716992) | > loss_feat: 6.819763660430908 (6.90490606556768) | > loss_mel: 19.210968017578125 (20.55326113493546) | > loss_duration: 2.2872474193573 (2.2606995727704917) | > loss_1: 32.84651184082031 (34.12009355296259)  --> STEP: 24 | > loss_disc: 2.204155206680298 (2.3718508481979375) | > loss_disc_real_0: 0.09503355622291565 (0.09793115934977929) | > loss_disc_real_1: 0.21751168370246887 (0.26024170344074565) | > loss_disc_real_2: 0.14535020291805267 (0.18067746454228958) | > loss_disc_real_3: 0.21547095477581024 (0.2592044950773319) | > loss_disc_real_4: 0.17956459522247314 (0.21645955368876457) | > loss_disc_real_5: 0.13775281608104706 (0.23997192457318306) | > loss_0: 2.204155206680298 (2.3718508481979375) | > loss_gen: 2.3959758281707764 (2.4788006395101543) | > loss_kl: 1.8077950477600098 (1.9141991188128789) | > loss_feat: 7.049158096313477 (6.910916566848755) | > loss_mel: 21.19270896911621 (20.579904794692993) | > loss_duration: 2.3796865940093994 (2.2656573653221126) | > loss_1: 34.82532501220703 (34.14947819709777)  --> STEP: 25 | > loss_disc: 2.252718925476074 (2.367085571289063) | > loss_disc_real_0: 0.06739132851362228 (0.09670956611633301) | > loss_disc_real_1: 0.27608367800712585 (0.26087538242340086) | > loss_disc_real_2: 0.19959747791290283 (0.1814342650771141) | > loss_disc_real_3: 0.263735830783844 (0.2593857485055924) | > loss_disc_real_4: 0.18663214147090912 (0.21526645720005036) | > loss_disc_real_5: 0.21298903226852417 (0.2388926088809967) | > loss_0: 2.252718925476074 (2.367085571289063) | > loss_gen: 2.655534267425537 (2.4858699846267696) | > loss_kl: 2.4464163780212402 (1.9354878091812133) | > loss_feat: 7.3417744636535645 (6.9281508827209475) | > loss_mel: 17.984554290771484 (20.476090774536132) | > loss_duration: 2.3208365440368652 (2.2678645324707025) | > loss_1: 32.749114990234375 (34.09346366882323)  --> STEP: 26 | > loss_disc: 2.4408864974975586 (2.369924068450928) | > loss_disc_real_0: 0.08893503248691559 (0.09641054559212464) | > loss_disc_real_1: 0.17950481176376343 (0.2577457450903379) | > loss_disc_real_2: 0.20751874148845673 (0.18243751416985804) | > loss_disc_real_3: 0.25398704409599304 (0.2591781060283001) | > loss_disc_real_4: 0.11668048799037933 (0.21147468915352455) | > loss_disc_real_5: 0.2442004680633545 (0.2390967573110874) | > loss_0: 2.4408864974975586 (2.369924068450928) | > loss_gen: 2.0135793685913086 (2.467704960933098) | > loss_kl: 2.116281509399414 (1.9424414130357595) | > loss_feat: 10.860893249511719 (7.079410204520593) | > loss_mel: 22.080276489257812 (20.537790225102352) | > loss_duration: 2.2928192615509033 (2.268824329743018) | > loss_1: 39.36384963989258 (34.29617082155667) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023224262090829704 (-0.00015600828024057208) | > avg_loss_disc: 2.369924068450928 (+0.08576921774790858) | > avg_loss_disc_real_0: 0.09641054559212464 (-0.00486165127502039) | > avg_loss_disc_real_1: 0.2577457450903379 (+0.04299712639588574) | > avg_loss_disc_real_2: 0.18243751416985804 (-0.09125326774441278) | > avg_loss_disc_real_3: 0.2591781060283001 (+0.010351866483688382) | > avg_loss_disc_real_4: 0.21147468915352455 (-0.04263894775739088) | > avg_loss_disc_real_5: 0.2390967573110874 (+0.028258855239703118) | > avg_loss_0: 2.369924068450928 (+0.08576921774790858) | > avg_loss_gen: 2.467704960933098 (-0.2124431087420544) | > avg_loss_kl: 1.9424414130357595 (-0.0520587471815257) | > avg_loss_feat: 7.079410204520593 (-0.28546030704791736) | > avg_loss_mel: 20.537790225102352 (+0.898987256563629) | > avg_loss_duration: 2.268824329743018 (-0.008580400393559007) | > avg_loss_1: 34.29617082155667 (+0.3404441980215154)  > EPOCH: 89/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:50:54)   --> TIME: 2024-06-10 18:50:56 -- STEP: 4/330 -- GLOBAL_STEP: 117375 | > loss_disc: 2.2554004192352295 (2.2599575519561768) | > loss_disc_real_0: 0.1409238874912262 (0.10048265010118484) | > loss_disc_real_1: 0.20711389183998108 (0.1953221820294857) | > loss_disc_real_2: 0.24589328467845917 (0.2077498845756054) | > loss_disc_real_3: 0.19485244154930115 (0.21137483790516853) | > loss_disc_real_4: 0.1848985105752945 (0.20323847234249115) | > loss_disc_real_5: 0.2116040587425232 (0.21238114312291145) | > loss_0: 2.2554004192352295 (2.2599575519561768) | > grad_norm_0: tensor(7.4011, device='cuda:0') (tensor(18.5880, device='cuda:0')) | > loss_gen: 2.5932657718658447 (2.514048218727112) | > loss_kl: 1.341916561126709 (1.5900412797927856) | > loss_feat: 6.866735935211182 (6.921159505844116) | > loss_mel: 20.70431900024414 (20.638102054595947) | > loss_duration: 2.351142168045044 (2.3541781902313232) | > loss_1: 33.85737991333008 (34.01752948760986) | > grad_norm_1: tensor(184.8591, device='cuda:0') (tensor(147.1685, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3403 (0.3485115170478821) | > loader_time: 0.0029 (0.0030939579010009766)  --> TIME: 2024-06-10 18:51:05 -- STEP: 29/330 -- GLOBAL_STEP: 117400 | > loss_disc: 2.150634288787842 (2.203874637340677) | > loss_disc_real_0: 0.08776553720235825 (0.10952479957506575) | > loss_disc_real_1: 0.18232114613056183 (0.19964182839311403) | > loss_disc_real_2: 0.1850835680961609 (0.20615177627267509) | > loss_disc_real_3: 0.2226150780916214 (0.21752741470419126) | > loss_disc_real_4: 0.20453673601150513 (0.20301607199783983) | > loss_disc_real_5: 0.20379413664340973 (0.2061061083242811) | > loss_0: 2.150634288787842 (2.203874637340677) | > grad_norm_0: tensor(19.2269, device='cuda:0') (tensor(12.4107, device='cuda:0')) | > loss_gen: 2.799920082092285 (2.6457184676466317) | > loss_kl: 1.5317360162734985 (1.6084295387925773) | > loss_feat: 8.129228591918945 (7.274011546167834) | > loss_mel: 21.4196834564209 (20.328536921534045) | > loss_duration: 2.1080658435821533 (2.1679853488659027) | > loss_1: 35.9886360168457 (34.02468201209762) | > grad_norm_1: tensor(238.6710, device='cuda:0') (tensor(127.1919, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3423 (0.34172614689531) | > loader_time: 0.0031 (0.003127032312853583)  --> TIME: 2024-06-10 18:51:14 -- STEP: 54/330 -- GLOBAL_STEP: 117425 | > loss_disc: 2.117166757583618 (2.2260570128758763) | > loss_disc_real_0: 0.12036821991205215 (0.11095062657086938) | > loss_disc_real_1: 0.20034249126911163 (0.20309953060415056) | > loss_disc_real_2: 0.21782785654067993 (0.20892792167486968) | > loss_disc_real_3: 0.20483413338661194 (0.21879099005902256) | > loss_disc_real_4: 0.23223581910133362 (0.2068411205653791) | > loss_disc_real_5: 0.18337440490722656 (0.20878408600886664) | > loss_0: 2.117166757583618 (2.2260570128758763) | > grad_norm_0: tensor(4.3831, device='cuda:0') (tensor(13.0920, device='cuda:0')) | > loss_gen: 2.7291431427001953 (2.6390346509438976) | > loss_kl: 1.7220474481582642 (1.616049759917789) | > loss_feat: 7.927835941314697 (7.2835747577525956) | > loss_mel: 20.900039672851562 (20.28284630952058) | > loss_duration: 2.090393543243408 (2.1265257883954924) | > loss_1: 35.36946105957031 (33.948031460797374) | > grad_norm_1: tensor(75.0250, device='cuda:0') (tensor(149.9110, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.358 (0.34739694330427384) | > loader_time: 0.004 (0.003279602086102521)  --> TIME: 2024-06-10 18:51:23 -- STEP: 79/330 -- GLOBAL_STEP: 117450 | > loss_disc: 2.2250680923461914 (2.235141072092177) | > loss_disc_real_0: 0.10345970839262009 (0.11060052478238) | > loss_disc_real_1: 0.22061015665531158 (0.20235265904589544) | > loss_disc_real_2: 0.22261472046375275 (0.21235194783422012) | > loss_disc_real_3: 0.21827808022499084 (0.21976438221297687) | > loss_disc_real_4: 0.2246198058128357 (0.20782900309260888) | > loss_disc_real_5: 0.2156384438276291 (0.20856193405917928) | > loss_0: 2.2250680923461914 (2.235141072092177) | > grad_norm_0: tensor(15.2848, device='cuda:0') (tensor(12.8036, device='cuda:0')) | > loss_gen: 2.792208433151245 (2.636505754688118) | > loss_kl: 1.5694166421890259 (1.6231169942059094) | > loss_feat: 7.392176628112793 (7.353221356114255) | > loss_mel: 21.130695343017578 (20.347145418577558) | > loss_duration: 2.0320138931274414 (2.1088632888431795) | > loss_1: 34.91651153564453 (34.068852774704574) | > grad_norm_1: tensor(264.4010, device='cuda:0') (tensor(160.8965, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3773 (0.3529116896134389) | > loader_time: 0.0033 (0.0034684078602851194)  --> TIME: 2024-06-10 18:51:33 -- STEP: 104/330 -- GLOBAL_STEP: 117475 | > loss_disc: 2.3198964595794678 (2.232407505695636) | > loss_disc_real_0: 0.13350413739681244 (0.11010051561662786) | > loss_disc_real_1: 0.23456256091594696 (0.2009180596528145) | > loss_disc_real_2: 0.2567847669124603 (0.21306996463009945) | > loss_disc_real_3: 0.22871269285678864 (0.21905070156432116) | > loss_disc_real_4: 0.17868903279304504 (0.2087161810352252) | > loss_disc_real_5: 0.1866312026977539 (0.20804717363073275) | > loss_0: 2.3198964595794678 (2.232407505695636) | > grad_norm_0: tensor(11.4828, device='cuda:0') (tensor(14.7714, device='cuda:0')) | > loss_gen: 2.516324281692505 (2.637179335722556) | > loss_kl: 1.5279569625854492 (1.6245173995311444) | > loss_feat: 7.725162506103516 (7.3560854104849005) | > loss_mel: 20.476852416992188 (20.281342744827263) | > loss_duration: 2.1242523193359375 (2.1038284175671063) | > loss_1: 34.370548248291016 (34.002953254259545) | > grad_norm_1: tensor(248.8732, device='cuda:0') (tensor(196.0324, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3773 (0.3562302016294919) | > loader_time: 0.0045 (0.0035744676223168005)  --> TIME: 2024-06-10 18:51:42 -- STEP: 129/330 -- GLOBAL_STEP: 117500 | > loss_disc: 2.2245616912841797 (2.2413242121999577) | > loss_disc_real_0: 0.13030850887298584 (0.11160683851371442) | > loss_disc_real_1: 0.21131475269794464 (0.20053957414257434) | > loss_disc_real_2: 0.2151411920785904 (0.2135707946248757) | > loss_disc_real_3: 0.18710574507713318 (0.22025344457275184) | > loss_disc_real_4: 0.22178997099399567 (0.2101345228594403) | > loss_disc_real_5: 0.2142644077539444 (0.2093104963847833) | > loss_0: 2.2245616912841797 (2.2413242121999577) | > grad_norm_0: tensor(9.5709, device='cuda:0') (tensor(14.3662, device='cuda:0')) | > loss_gen: 2.7546708583831787 (2.635316272114598) | > loss_kl: 1.6749069690704346 (1.6413326152535372) | > loss_feat: 7.025473117828369 (7.346344378567482) | > loss_mel: 20.179651260375977 (20.261703683424358) | > loss_duration: 2.061319351196289 (2.1010902177455817) | > loss_1: 33.696022033691406 (33.985787103342446) | > grad_norm_1: tensor(183.0027, device='cuda:0') (tensor(192.3405, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3717 (0.3600396518559419) | > loader_time: 0.0045 (0.0037165870962216872) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_117500.pth  --> TIME: 2024-06-10 18:51:57 -- STEP: 154/330 -- GLOBAL_STEP: 117525 | > loss_disc: 2.382071018218994 (2.2493055331242546) | > loss_disc_real_0: 0.17764019966125488 (0.11351218045531929) | > loss_disc_real_1: 0.17479628324508667 (0.20046788966887955) | > loss_disc_real_2: 0.23624402284622192 (0.21391100968633384) | > loss_disc_real_3: 0.24781903624534607 (0.2201805230859038) | > loss_disc_real_4: 0.26163923740386963 (0.21033610239044417) | > loss_disc_real_5: 0.22887089848518372 (0.20932427397022) | > loss_0: 2.382071018218994 (2.2493055331242546) | > grad_norm_0: tensor(17.1252, device='cuda:0') (tensor(14.2192, device='cuda:0')) | > loss_gen: 2.6143746376037598 (2.626049421050332) | > loss_kl: 1.600312352180481 (1.6405865248147544) | > loss_feat: 7.192262172698975 (7.3321326522084025) | > loss_mel: 19.52903175354004 (20.23047754362031) | > loss_duration: 2.0953211784362793 (2.100522978739304) | > loss_1: 33.03129959106445 (33.9297690577321) | > grad_norm_1: tensor(264.5494, device='cuda:0') (tensor(192.6836, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3684 (0.3613613673618862) | > loader_time: 0.0044 (0.003825596400669643)  --> TIME: 2024-06-10 18:52:06 -- STEP: 179/330 -- GLOBAL_STEP: 117550 | > loss_disc: 2.2203524112701416 (2.2455449024392244) | > loss_disc_real_0: 0.11399433016777039 (0.11371311037567075) | > loss_disc_real_1: 0.15985362231731415 (0.20061871184650074) | > loss_disc_real_2: 0.2056599110364914 (0.2132207906112991) | > loss_disc_real_3: 0.19318662583827972 (0.21948161904372315) | > loss_disc_real_4: 0.20276936888694763 (0.20977421562764903) | > loss_disc_real_5: 0.20431961119174957 (0.20859795650623364) | > loss_0: 2.2203524112701416 (2.2455449024392244) | > grad_norm_0: tensor(49.6827, device='cuda:0') (tensor(15.8076, device='cuda:0')) | > loss_gen: 2.4942266941070557 (2.630952840410798) | > loss_kl: 1.5841729640960693 (1.6400358583674084) | > loss_feat: 7.9258646965026855 (7.352444451614465) | > loss_mel: 20.634679794311523 (20.244149053562953) | > loss_duration: 2.1313695907592773 (2.1041761889803996) | > loss_1: 34.77031707763672 (33.971758442884024) | > grad_norm_1: tensor(340.4932, device='cuda:0') (tensor(208.3787, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.3604 (0.3620403372375658) | > loader_time: 0.0043 (0.003919476237376975)  --> TIME: 2024-06-10 18:52:16 -- STEP: 204/330 -- GLOBAL_STEP: 117575 | > loss_disc: 2.2903709411621094 (2.2460180252206086) | > loss_disc_real_0: 0.12551498413085938 (0.11178714234162779) | > loss_disc_real_1: 0.21311236917972565 (0.20149027804533634) | > loss_disc_real_2: 0.2184360772371292 (0.21290044559567586) | > loss_disc_real_3: 0.21271716058254242 (0.219264694434755) | > loss_disc_real_4: 0.19759921729564667 (0.2110688855104587) | > loss_disc_real_5: 0.20008628070354462 (0.2085071492428873) | > loss_0: 2.2903709411621094 (2.2460180252206086) | > grad_norm_0: tensor(32.1271, device='cuda:0') (tensor(16.5089, device='cuda:0')) | > loss_gen: 2.6244451999664307 (2.6468050608447955) | > loss_kl: 1.6969006061553955 (1.6446033903196746) | > loss_feat: 7.963223457336426 (7.399698266796038) | > loss_mel: 20.286333084106445 (20.22823314105764) | > loss_duration: 2.094668388366699 (2.109202990929284) | > loss_1: 34.66557312011719 (34.02854294870411) | > grad_norm_1: tensor(176.9461, device='cuda:0') (tensor(212.3309, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.408 (0.3644395190126755) | > loader_time: 0.0052 (0.004034662947935217)  --> TIME: 2024-06-10 18:52:26 -- STEP: 229/330 -- GLOBAL_STEP: 117600 | > loss_disc: 2.422773838043213 (2.2467305941352667) | > loss_disc_real_0: 0.10944588482379913 (0.11014669362504409) | > loss_disc_real_1: 0.2213854044675827 (0.20107928172209372) | > loss_disc_real_2: 0.2631232738494873 (0.2131811356310241) | > loss_disc_real_3: 0.23718909919261932 (0.21997435905006776) | > loss_disc_real_4: 0.2291373312473297 (0.21146327998960907) | > loss_disc_real_5: 0.20081637799739838 (0.2085943350885633) | > loss_0: 2.422773838043213 (2.2467305941352667) | > grad_norm_0: tensor(27.3926, device='cuda:0') (tensor(17.7363, device='cuda:0')) | > loss_gen: 2.6132397651672363 (2.658251664523995) | > loss_kl: 1.7266243696212769 (1.64779116701351) | > loss_feat: 6.6101484298706055 (7.420807902989949) | > loss_mel: 19.9204158782959 (20.198772122245696) | > loss_duration: 2.1854920387268066 (2.1158089039107058) | > loss_1: 33.0559196472168 (34.04143181013746) | > grad_norm_1: tensor(400.0489, device='cuda:0') (tensor(219.8399, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.4087 (0.3685377695674979) | > loader_time: 0.0053 (0.004178074249534109)  --> TIME: 2024-06-10 18:52:37 -- STEP: 254/330 -- GLOBAL_STEP: 117625 | > loss_disc: 2.194911241531372 (2.249252571834353) | > loss_disc_real_0: 0.06774551421403885 (0.11143443865452225) | > loss_disc_real_1: 0.22864766418933868 (0.20135408616441436) | > loss_disc_real_2: 0.21567633748054504 (0.21269695583994935) | > loss_disc_real_3: 0.2313525378704071 (0.21981242181747918) | > loss_disc_real_4: 0.20783060789108276 (0.21216416218149384) | > loss_disc_real_5: 0.2284066379070282 (0.20893940435150476) | > loss_0: 2.194911241531372 (2.249252571834353) | > grad_norm_0: tensor(10.3767, device='cuda:0') (tensor(18.8185, device='cuda:0')) | > loss_gen: 2.661273717880249 (2.655921230165977) | > loss_kl: 1.6678117513656616 (1.6433711746546227) | > loss_feat: 7.811891078948975 (7.416570781722782) | > loss_mel: 19.98794174194336 (20.17204010580469) | > loss_duration: 2.1248762607574463 (2.120951151753972) | > loss_1: 34.2537956237793 (34.00885446803775) | > grad_norm_1: tensor(165.1014, device='cuda:0') (tensor(227.3069, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.4473 (0.37307219993411084) | > loader_time: 0.0056 (0.0043440052843469355)  --> TIME: 2024-06-10 18:52:48 -- STEP: 279/330 -- GLOBAL_STEP: 117650 | > loss_disc: 2.238520860671997 (2.249624067737209) | > loss_disc_real_0: 0.08017748594284058 (0.11247925930339375) | > loss_disc_real_1: 0.23712947964668274 (0.20124808621449278) | > loss_disc_real_2: 0.230519637465477 (0.2127386347580982) | > loss_disc_real_3: 0.24558478593826294 (0.21994945390891002) | > loss_disc_real_4: 0.23199354112148285 (0.21256306057121593) | > loss_disc_real_5: 0.2220066487789154 (0.20881534765698145) | > loss_0: 2.238520860671997 (2.249624067737209) | > grad_norm_0: tensor(14.7953, device='cuda:0') (tensor(18.6388, device='cuda:0')) | > loss_gen: 2.7931511402130127 (2.652348219280175) | > loss_kl: 1.535344123840332 (1.642768669299327) | > loss_feat: 7.953050136566162 (7.4218251918806395) | > loss_mel: 19.207157135009766 (20.107236205890622) | > loss_duration: 2.192899227142334 (2.1287105045010946) | > loss_1: 33.681602478027344 (33.95288885793377) | > grad_norm_1: tensor(185.9610, device='cuda:0') (tensor(220.9393, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.43 (0.37881509804811103) | > loader_time: 0.0063 (0.004486754803674627)  --> TIME: 2024-06-10 18:53:00 -- STEP: 304/330 -- GLOBAL_STEP: 117675 | > loss_disc: 2.0442886352539062 (2.2515328306900813) | > loss_disc_real_0: 0.0968618392944336 (0.11342714822508003) | > loss_disc_real_1: 0.19819144904613495 (0.20180602719713195) | > loss_disc_real_2: 0.18545560538768768 (0.2129418306836958) | > loss_disc_real_3: 0.16691428422927856 (0.21957775465163745) | > loss_disc_real_4: 0.14824837446212769 (0.212393119980238) | > loss_disc_real_5: 0.16760797798633575 (0.2084320600781786) | > loss_0: 2.0442886352539062 (2.2515328306900813) | > grad_norm_0: tensor(18.9669, device='cuda:0') (tensor(19.1110, device='cuda:0')) | > loss_gen: 2.806581735610962 (2.6487531826684356) | > loss_kl: 1.756285548210144 (1.6435324537910907) | > loss_feat: 9.44749641418457 (7.438199204833884) | > loss_mel: 19.752458572387695 (20.066021260462314) | > loss_duration: 2.2733747959136963 (2.1376161743935773) | > loss_1: 36.03620147705078 (33.9341223616349) | > grad_norm_1: tensor(302.7908, device='cuda:0') (tensor(228.9959, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.469 (0.38512640407210913) | > loader_time: 0.007 (0.004639909455650737)  --> TIME: 2024-06-10 18:53:28 -- STEP: 329/330 -- GLOBAL_STEP: 117700 | > loss_disc: 2.4211506843566895 (2.2534632914696777) | > loss_disc_real_0: 0.19391773641109467 (0.1148627728767308) | > loss_disc_real_1: 0.18497419357299805 (0.20244313989366794) | > loss_disc_real_2: 0.21533642709255219 (0.21303990007715035) | > loss_disc_real_3: 0.23739968240261078 (0.21939836791221132) | > loss_disc_real_4: 0.3094083368778229 (0.21206636310167226) | > loss_disc_real_5: 0.2619084119796753 (0.20780446944265743) | > loss_0: 2.4211506843566895 (2.2534632914696777) | > grad_norm_0: tensor(8.7893, device='cuda:0') (tensor(18.7445, device='cuda:0')) | > loss_gen: 2.2321083545684814 (2.6493159420222145) | > loss_kl: 1.93198823928833 (1.6503735081403081) | > loss_feat: 9.954946517944336 (7.547986811779915) | > loss_mel: 20.577232360839844 (20.058433955925945) | > loss_duration: 2.2950518131256104 (2.150473992875281) | > loss_1: 36.99132537841797 (34.05658429734249) | > grad_norm_1: tensor(92.6113, device='cuda:0') (tensor(227.5220, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 13.8915 (0.43954991497167345) | > loader_time: 0.0339 (0.005058907447977274)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4686083793640137 (2.4686083793640137) | > loss_disc_real_0: 0.1168224886059761 (0.1168224886059761) | > loss_disc_real_1: 0.25287196040153503 (0.25287196040153503) | > loss_disc_real_2: 0.25859516859054565 (0.25859516859054565) | > loss_disc_real_3: 0.2424536645412445 (0.2424536645412445) | > loss_disc_real_4: 0.1903369426727295 (0.1903369426727295) | > loss_disc_real_5: 0.1940343677997589 (0.1940343677997589) | > loss_0: 2.4686083793640137 (2.4686083793640137) | > loss_gen: 2.188616991043091 (2.188616991043091) | > loss_kl: 1.6747721433639526 (1.6747721433639526) | > loss_feat: 6.834484100341797 (6.834484100341797) | > loss_mel: 20.27996826171875 (20.27996826171875) | > loss_duration: 2.7925655841827393 (2.7925655841827393) | > loss_1: 33.770408630371094 (33.770408630371094)  --> STEP: 1 | > loss_disc: 2.1751720905303955 (2.1751720905303955) | > loss_disc_real_0: 0.08328988403081894 (0.08328988403081894) | > loss_disc_real_1: 0.16885963082313538 (0.16885963082313538) | > loss_disc_real_2: 0.18692877888679504 (0.18692877888679504) | > loss_disc_real_3: 0.26761898398399353 (0.26761898398399353) | > loss_disc_real_4: 0.22422979772090912 (0.22422979772090912) | > loss_disc_real_5: 0.21958069503307343 (0.21958069503307343) | > loss_0: 2.1751720905303955 (2.1751720905303955) | > loss_gen: 2.409518003463745 (2.409518003463745) | > loss_kl: 2.1795036792755127 (2.1795036792755127) | > loss_feat: 5.902661323547363 (5.902661323547363) | > loss_mel: 20.164594650268555 (20.164594650268555) | > loss_duration: 2.245962381362915 (2.245962381362915) | > loss_1: 32.90224075317383 (32.90224075317383)  --> STEP: 2 | > loss_disc: 2.5592851638793945 (2.367228627204895) | > loss_disc_real_0: 0.13529151678085327 (0.1092907004058361) | > loss_disc_real_1: 0.1838175505399704 (0.1763385906815529) | > loss_disc_real_2: 0.2809452414512634 (0.23393701016902924) | > loss_disc_real_3: 0.317725270986557 (0.29267212748527527) | > loss_disc_real_4: 0.31491005420684814 (0.26956992596387863) | > loss_disc_real_5: 0.2717398405075073 (0.24566026777029037) | > loss_0: 2.5592851638793945 (2.367228627204895) | > loss_gen: 2.4798192977905273 (2.4446686506271362) | > loss_kl: 1.2435710430145264 (1.7115373611450195) | > loss_feat: 5.427093505859375 (5.664877414703369) | > loss_mel: 20.655916213989258 (20.410255432128906) | > loss_duration: 2.4316821098327637 (2.3388222455978394) | > loss_1: 32.23808288574219 (32.57016181945801)  --> STEP: 3 | > loss_disc: 2.1352245807647705 (2.289893945058187) | > loss_disc_real_0: 0.05472753196954727 (0.09110297759373982) | > loss_disc_real_1: 0.1675046682357788 (0.17339394986629486) | > loss_disc_real_2: 0.20521269738674164 (0.22436223924160004) | > loss_disc_real_3: 0.24086688458919525 (0.2754037131865819) | > loss_disc_real_4: 0.26289618015289307 (0.2673453440268834) | > loss_disc_real_5: 0.2194422334432602 (0.23692092299461365) | > loss_0: 2.1352245807647705 (2.289893945058187) | > loss_gen: 2.846506118774414 (2.5786144733428955) | > loss_kl: 1.809129238128662 (1.7440679868062336) | > loss_feat: 8.39593505859375 (6.575229962666829) | > loss_mel: 21.585498809814453 (20.802003224690754) | > loss_duration: 2.180098295211792 (2.2859142621358237) | > loss_1: 36.817169189453125 (33.98583094278971)  --> STEP: 4 | > loss_disc: 2.188678026199341 (2.2645899653434753) | > loss_disc_real_0: 0.0433877557516098 (0.07917417213320732) | > loss_disc_real_1: 0.16102735698223114 (0.17030230164527893) | > loss_disc_real_2: 0.17528411746025085 (0.21209270879626274) | > loss_disc_real_3: 0.24672932922840118 (0.26823511719703674) | > loss_disc_real_4: 0.20492352545261383 (0.25173988938331604) | > loss_disc_real_5: 0.21395672857761383 (0.2311798743903637) | > loss_0: 2.188678026199341 (2.2645899653434753) | > loss_gen: 2.3585898876190186 (2.5236083269119263) | > loss_kl: 2.495068311691284 (1.9318180680274963) | > loss_feat: 6.902472019195557 (6.657040476799011) | > loss_mel: 20.151235580444336 (20.63931131362915) | > loss_duration: 2.254753828048706 (2.278124153614044) | > loss_1: 34.16211700439453 (34.02990245819092)  --> STEP: 5 | > loss_disc: 2.235361099243164 (2.2587441921234133) | > loss_disc_real_0: 0.07723657041788101 (0.07878665179014206) | > loss_disc_real_1: 0.17486806213855743 (0.17121545374393463) | > loss_disc_real_2: 0.18525002896785736 (0.20672417283058167) | > loss_disc_real_3: 0.2805919647216797 (0.27070648670196534) | > loss_disc_real_4: 0.17794664204120636 (0.23698123991489412) | > loss_disc_real_5: 0.17553316056728363 (0.22005053162574767) | > loss_0: 2.235361099243164 (2.2587441921234133) | > loss_gen: 2.3985812664031982 (2.4986029148101805) | > loss_kl: 1.834709644317627 (1.9123963832855224) | > loss_feat: 6.08048677444458 (6.541729736328125) | > loss_mel: 20.275808334350586 (20.566610717773436) | > loss_duration: 2.3920459747314453 (2.3009085178375246) | > loss_1: 32.981632232666016 (33.820248413085935)  --> STEP: 6 | > loss_disc: 2.188922166824341 (2.247107187906901) | > loss_disc_real_0: 0.07280263304710388 (0.07778931533296903) | > loss_disc_real_1: 0.18168020248413086 (0.17295957853396735) | > loss_disc_real_2: 0.23207896947860718 (0.21094997227191925) | > loss_disc_real_3: 0.1908389925956726 (0.2573952376842499) | > loss_disc_real_4: 0.15335190296173096 (0.2230430170893669) | > loss_disc_real_5: 0.16228830814361572 (0.21042349437872568) | > loss_0: 2.188922166824341 (2.247107187906901) | > loss_gen: 2.3593997955322266 (2.4754023949305215) | > loss_kl: 2.1171622276306152 (1.9465240240097046) | > loss_feat: 6.5956807136535645 (6.550721565882365) | > loss_mel: 21.316566467285156 (20.69160334269206) | > loss_duration: 2.088024139404297 (2.2654277880986533) | > loss_1: 34.47683334350586 (33.92967923482259)  --> STEP: 7 | > loss_disc: 2.4211647510528564 (2.271972554070609) | > loss_disc_real_0: 0.08903727680444717 (0.07939616697175163) | > loss_disc_real_1: 0.22503326833248138 (0.1803986770766122) | > loss_disc_real_2: 0.20683510601520538 (0.21036213423524583) | > loss_disc_real_3: 0.3665107190608978 (0.2729831635951996) | > loss_disc_real_4: 0.294369637966156 (0.23323253435747965) | > loss_disc_real_5: 0.31762009859085083 (0.22573729498045786) | > loss_0: 2.4211647510528564 (2.271972554070609) | > loss_gen: 2.7587780952453613 (2.5158846378326416) | > loss_kl: 2.2573177814483643 (1.9909231322152274) | > loss_feat: 6.847756862640381 (6.593155179704938) | > loss_mel: 21.906200408935547 (20.86511720929827) | > loss_duration: 2.312605142593384 (2.2721674101693288) | > loss_1: 36.08266067504883 (34.23724801199777)  --> STEP: 8 | > loss_disc: 2.4169600009918213 (2.2900959849357605) | > loss_disc_real_0: 0.12977753579616547 (0.08569383807480335) | > loss_disc_real_1: 0.15892527997493744 (0.17771450243890285) | > loss_disc_real_2: 0.19868294894695282 (0.2089022360742092) | > loss_disc_real_3: 0.18634679913520813 (0.26215361803770065) | > loss_disc_real_4: 0.2416558563709259 (0.23428544960916042) | > loss_disc_real_5: 0.24772346019744873 (0.2284855656325817) | > loss_0: 2.4169600009918213 (2.2900959849357605) | > loss_gen: 2.14251708984375 (2.46921369433403) | > loss_kl: 2.4305737018585205 (2.045879453420639) | > loss_feat: 8.554267883300781 (6.838294267654419) | > loss_mel: 17.338546752929688 (20.424295902252197) | > loss_duration: 2.1982622146606445 (2.2629292607307434) | > loss_1: 32.66416549682617 (34.04061269760132)  --> STEP: 9 | > loss_disc: 2.5460145473480225 (2.318531380759345) | > loss_disc_real_0: 0.11119069159030914 (0.08852682179874843) | > loss_disc_real_1: 0.11485777050256729 (0.17073042111264336) | > loss_disc_real_2: 0.27857083082199097 (0.21664319104618496) | > loss_disc_real_3: 0.2757812738418579 (0.26366780201594037) | > loss_disc_real_4: 0.30989083647727966 (0.24268604815006256) | > loss_disc_real_5: 0.29735758900642395 (0.23613801267411974) | > loss_0: 2.5460145473480225 (2.318531380759345) | > loss_gen: 2.3102080821990967 (2.451546404096815) | > loss_kl: 1.6210740804672241 (1.998678856425815) | > loss_feat: 7.127718925476074 (6.8704525629679365) | > loss_mel: 21.651079177856445 (20.560605155097115) | > loss_duration: 2.109583854675293 (2.245890882280138) | > loss_1: 34.819664001464844 (34.12717395358615)  --> STEP: 10 | > loss_disc: 2.446113109588623 (2.331289553642273) | > loss_disc_real_0: 0.10243561118841171 (0.08991770073771477) | > loss_disc_real_1: 0.19336991012096405 (0.17299437001347542) | > loss_disc_real_2: 0.2557550072669983 (0.2205543726682663) | > loss_disc_real_3: 0.23911170661449432 (0.26121219247579575) | > loss_disc_real_4: 0.2226456254720688 (0.24068200588226318) | > loss_disc_real_5: 0.224792018532753 (0.23500341325998306) | > loss_0: 2.446113109588623 (2.331289553642273) | > loss_gen: 2.1512444019317627 (2.42151620388031) | > loss_kl: 1.5159906148910522 (1.9504100322723388) | > loss_feat: 4.852410793304443 (6.668648386001587) | > loss_mel: 15.774900436401367 (20.08203468322754) | > loss_duration: 2.1961870193481445 (2.2409204959869387) | > loss_1: 26.490734100341797 (33.363529968261716)  --> STEP: 11 | > loss_disc: 2.507139205932617 (2.347275885668668) | > loss_disc_real_0: 0.07455885410308838 (0.08852144195274873) | > loss_disc_real_1: 0.15878741443157196 (0.17170282859693875) | > loss_disc_real_2: 0.21759551763534546 (0.22028538584709167) | > loss_disc_real_3: 0.3062979280948639 (0.2653108957138928) | > loss_disc_real_4: 0.27290982007980347 (0.24361180717294867) | > loss_disc_real_5: 0.25914302468299866 (0.23719792338934811) | > loss_0: 2.507139205932617 (2.347275885668668) | > loss_gen: 2.2518091201782227 (2.40608828718012) | > loss_kl: 2.2174036502838135 (1.974682179364291) | > loss_feat: 4.963859558105469 (6.513667583465576) | > loss_mel: 21.88273048400879 (20.24573430148038) | > loss_duration: 2.401219129562378 (2.255493099039251) | > loss_1: 33.71702194213867 (33.39566560225053)  --> STEP: 12 | > loss_disc: 2.5523083209991455 (2.3643619219462075) | > loss_disc_real_0: 0.09153285622596741 (0.08877239314218362) | > loss_disc_real_1: 0.2005375623703003 (0.1741057230780522) | > loss_disc_real_2: 0.3525638282299042 (0.2313085893789927) | > loss_disc_real_3: 0.3529336750507355 (0.27261279399196303) | > loss_disc_real_4: 0.23807139694690704 (0.24315010632077852) | > loss_disc_real_5: 0.2780415117740631 (0.24060155575474104) | > loss_0: 2.5523083209991455 (2.3643619219462075) | > loss_gen: 2.3550095558166504 (2.4018317262331643) | > loss_kl: 2.2815780639648438 (2.000256836414337) | > loss_feat: 6.546536922454834 (6.516406695048015) | > loss_mel: 22.08833122253418 (20.39928404490153) | > loss_duration: 2.1783266067504883 (2.2490625580151877) | > loss_1: 35.44978332519531 (33.5668420791626)  --> STEP: 13 | > loss_disc: 2.5312881469726562 (2.377202400794396) | > loss_disc_real_0: 0.10501197725534439 (0.09002159192011906) | > loss_disc_real_1: 0.268843412399292 (0.1813932376412245) | > loss_disc_real_2: 0.25782203674316406 (0.23334808533008283) | > loss_disc_real_3: 0.21408957242965698 (0.2681110077179395) | > loss_disc_real_4: 0.20358645915985107 (0.24010674884686103) | > loss_disc_real_5: 0.19826936721801758 (0.23734523355960846) | > loss_0: 2.5312881469726562 (2.377202400794396) | > loss_gen: 2.0962626934051514 (2.378326416015625) | > loss_kl: 2.087369918823242 (2.0069578427534838) | > loss_feat: 5.179831027984619 (6.413593182196984) | > loss_mel: 18.55365562438965 (20.25731262793908) | > loss_duration: 2.0970699787139893 (2.2373708211458645) | > loss_1: 30.014188766479492 (33.293561055110054)  --> STEP: 14 | > loss_disc: 2.146650791168213 (2.36073442867824) | > loss_disc_real_0: 0.045242831110954285 (0.08682310900517873) | > loss_disc_real_1: 0.15763503313064575 (0.17969622303332602) | > loss_disc_real_2: 0.19663366675376892 (0.23072562686034612) | > loss_disc_real_3: 0.20307958126068115 (0.26346590582813534) | > loss_disc_real_4: 0.1844712793827057 (0.2361327867422785) | > loss_disc_real_5: 0.1705108880996704 (0.23257135174104146) | > loss_0: 2.146650791168213 (2.36073442867824) | > loss_gen: 2.1839590072631836 (2.3644430296761647) | > loss_kl: 2.2398836612701416 (2.023595401218959) | > loss_feat: 8.022168159484863 (6.528491394860404) | > loss_mel: 20.50333595275879 (20.274885722569056) | > loss_duration: 2.3927297592163086 (2.248467888150896) | > loss_1: 35.342079162597656 (33.439883777073454)  --> STEP: 15 | > loss_disc: 2.342003345489502 (2.359485689798991) | > loss_disc_real_0: 0.15039366483688354 (0.09106114606062571) | > loss_disc_real_1: 0.1500868797302246 (0.17772226681311926) | > loss_disc_real_2: 0.2645222544670105 (0.23297873536745708) | > loss_disc_real_3: 0.2609204053878784 (0.2632962057987849) | > loss_disc_real_4: 0.2176700085401535 (0.23490193486213684) | > loss_disc_real_5: 0.1963714063167572 (0.23015802204608918) | > loss_0: 2.342003345489502 (2.359485689798991) | > loss_gen: 2.623906135559082 (2.3817405700683594) | > loss_kl: 1.9850186109542847 (2.0210236152013143) | > loss_feat: 7.1648383140563965 (6.570914522806803) | > loss_mel: 21.00283432006836 (20.32341562906901) | > loss_duration: 2.3080501556396484 (2.2524400393168134) | > loss_1: 35.08464813232422 (33.54953473409017)  --> STEP: 16 | > loss_disc: 2.338932991027832 (2.3582011461257935) | > loss_disc_real_0: 0.06027521565556526 (0.08913702541030943) | > loss_disc_real_1: 0.2261279672384262 (0.18074762308970094) | > loss_disc_real_2: 0.2536485195159912 (0.23427059687674046) | > loss_disc_real_3: 0.19626404345035553 (0.25910669565200806) | > loss_disc_real_4: 0.20531973242759705 (0.2330530472099781) | > loss_disc_real_5: 0.12760065495967865 (0.22374818660318851) | > loss_0: 2.338932991027832 (2.3582011461257935) | > loss_gen: 2.0882153511047363 (2.363395243883133) | > loss_kl: 1.435167670249939 (1.9844076186418533) | > loss_feat: 6.714971542358398 (6.579918086528778) | > loss_mel: 19.28020477294922 (20.258214950561523) | > loss_duration: 2.303187370300293 (2.2556117475032806) | > loss_1: 31.821746826171875 (33.441547989845276)  --> STEP: 17 | > loss_disc: 2.4015021324157715 (2.3607482629663803) | > loss_disc_real_0: 0.07643066346645355 (0.0883895923547885) | > loss_disc_real_1: 0.17449678480625153 (0.18037992672008626) | > loss_disc_real_2: 0.33046963810920715 (0.23992936400806203) | > loss_disc_real_3: 0.3216749131679535 (0.26278717903529897) | > loss_disc_real_4: 0.31820330023765564 (0.2380618856233709) | > loss_disc_real_5: 0.27674999833106995 (0.22686594023424037) | > loss_0: 2.4015021324157715 (2.3607482629663803) | > loss_gen: 2.793550729751587 (2.388698507757748) | > loss_kl: 1.7186615467071533 (1.9687754967633415) | > loss_feat: 6.911924839019775 (6.5994478954988365) | > loss_mel: 19.41815185546875 (20.208799474379596) | > loss_duration: 2.342733144760132 (2.260736535577213) | > loss_1: 33.185020446777344 (33.42645813437069)  --> STEP: 18 | > loss_disc: 2.313821315765381 (2.358141210344103) | > loss_disc_real_0: 0.06962235271930695 (0.08734696793059508) | > loss_disc_real_1: 0.18786495923995972 (0.18079576186007923) | > loss_disc_real_2: 0.21209272742271423 (0.23838288419776493) | > loss_disc_real_3: 0.2450868934392929 (0.26180382983552086) | > loss_disc_real_4: 0.20076309144496918 (0.23598973039123747) | > loss_disc_real_5: 0.11096218973398209 (0.22042684298422602) | > loss_0: 2.313821315765381 (2.358141210344103) | > loss_gen: 2.1315083503723145 (2.3744101656807794) | > loss_kl: 2.259918451309204 (1.984950105349223) | > loss_feat: 7.69904088973999 (6.660536395178901) | > loss_mel: 22.618236541748047 (20.3426570892334) | > loss_duration: 2.2212212085723877 (2.2585412396325006) | > loss_1: 36.92992401123047 (33.62109512752957)  --> STEP: 19 | > loss_disc: 2.361698865890503 (2.3583284553728605) | > loss_disc_real_0: 0.10888855159282684 (0.08848073549176518) | > loss_disc_real_1: 0.189895898103714 (0.1812747163992179) | > loss_disc_real_2: 0.23009054362773895 (0.23794644522039513) | > loss_disc_real_3: 0.18739649653434753 (0.257887654398617) | > loss_disc_real_4: 0.21130698919296265 (0.234690638749223) | > loss_disc_real_5: 0.2283964604139328 (0.22084629653315796) | > loss_0: 2.361698865890503 (2.3583284553728605) | > loss_gen: 2.178682804107666 (2.364108725597984) | > loss_kl: 1.803916573524475 (1.9754220247268677) | > loss_feat: 7.605453968048096 (6.710268899014122) | > loss_mel: 19.549251556396484 (20.300898903294613) | > loss_duration: 2.279668092727661 (2.259653179269088) | > loss_1: 33.41697311401367 (33.61035186366031)  --> STEP: 20 | > loss_disc: 2.168680191040039 (2.3488460421562194) | > loss_disc_real_0: 0.092406265437603 (0.08867701198905706) | > loss_disc_real_1: 0.12944728136062622 (0.17868334464728833) | > loss_disc_real_2: 0.23185372352600098 (0.23764180913567542) | > loss_disc_real_3: 0.30609211325645447 (0.2602978773415089) | > loss_disc_real_4: 0.1916356086730957 (0.23253788724541663) | > loss_disc_real_5: 0.19964072108268738 (0.21978601776063442) | > loss_0: 2.168680191040039 (2.3488460421562194) | > loss_gen: 2.6418371200561523 (2.3779951453208925) | > loss_kl: 1.6820769309997559 (1.9607547700405121) | > loss_feat: 7.9852118492126465 (6.774016046524048) | > loss_mel: 21.367258071899414 (20.354216861724854) | > loss_duration: 2.3372106552124023 (2.263531053066254) | > loss_1: 36.01359558105469 (33.73051404953003)  --> STEP: 21 | > loss_disc: 2.416532039642334 (2.3520691848936535) | > loss_disc_real_0: 0.1614627093076706 (0.0921429975756577) | > loss_disc_real_1: 0.24369016289710999 (0.18177890742108935) | > loss_disc_real_2: 0.3734077215194702 (0.2441068525825228) | > loss_disc_real_3: 0.29331547021865845 (0.2618701436689922) | > loss_disc_real_4: 0.23492789268493652 (0.23265169702825092) | > loss_disc_real_5: 0.2580481469631195 (0.22160802391313372) | > loss_0: 2.416532039642334 (2.3520691848936535) | > loss_gen: 2.748012065887451 (2.3956149986812045) | > loss_kl: 2.209573745727539 (1.9726032926922752) | > loss_feat: 5.736393928527832 (6.724605469476609) | > loss_mel: 18.000722885131836 (20.24214571998233) | > loss_duration: 2.1718411445617676 (2.2591648669469926) | > loss_1: 30.86654281616211 (33.5941344669887)  --> STEP: 22 | > loss_disc: 2.1378984451293945 (2.3423341512680054) | > loss_disc_real_0: 0.05448390543460846 (0.09043122066015546) | > loss_disc_real_1: 0.16448034346103668 (0.18099260905926878) | > loss_disc_real_2: 0.19998054206371307 (0.24210111119530417) | > loss_disc_real_3: 0.25360575318336487 (0.2614944895560091) | > loss_disc_real_4: 0.2253943383693695 (0.23232181708921085) | > loss_disc_real_5: 0.19462265074253082 (0.22038141604174266) | > loss_0: 2.1378984451293945 (2.3423341512680054) | > loss_gen: 2.5093531608581543 (2.4007849151437934) | > loss_kl: 1.4226224422454834 (1.947604163126512) | > loss_feat: 8.199390411376953 (6.7916411486538975) | > loss_mel: 21.27822494506836 (20.28924023021351) | > loss_duration: 2.137845277786255 (2.253650340166959) | > loss_1: 35.54743576049805 (33.68292088942094)  --> STEP: 23 | > loss_disc: 2.3166115283966064 (2.3412157763605532) | > loss_disc_real_0: 0.1047838106751442 (0.09105524631298106) | > loss_disc_real_1: 0.18487152457237244 (0.1811612575598385) | > loss_disc_real_2: 0.26635807752609253 (0.24315576190533844) | > loss_disc_real_3: 0.2645280361175537 (0.2616263828847719) | > loss_disc_real_4: 0.22393755614757538 (0.23195728400479193) | > loss_disc_real_5: 0.21935096383094788 (0.22033661377170813) | > loss_0: 2.3166115283966064 (2.3412157763605532) | > loss_gen: 2.477595090866089 (2.404124488001284) | > loss_kl: 2.401045322418213 (1.9673189961391946) | > loss_feat: 5.329071044921875 (6.72805114414381) | > loss_mel: 19.86969757080078 (20.270999245021653) | > loss_duration: 2.260817766189575 (2.2539619673853335) | > loss_1: 32.338226318359375 (33.62445590807044)  --> STEP: 24 | > loss_disc: 2.7663989067077637 (2.3589317401250205) | > loss_disc_real_0: 0.19615325331687927 (0.09543432993814349) | > loss_disc_real_1: 0.24609071016311646 (0.1838666514183084) | > loss_disc_real_2: 0.29165124893188477 (0.2451764071981112) | > loss_disc_real_3: 0.3001331686973572 (0.26323083229362965) | > loss_disc_real_4: 0.24250151216983795 (0.23239662684500217) | > loss_disc_real_5: 0.283707857131958 (0.22297708224505186) | > loss_0: 2.7663989067077637 (2.3589317401250205) | > loss_gen: 2.2399237155914307 (2.3972827891508737) | > loss_kl: 2.1682610511779785 (1.9756915817658107) | > loss_feat: 6.107444763183594 (6.702192544937134) | > loss_mel: 20.086755752563477 (20.263322432835896) | > loss_duration: 2.4259722232818604 (2.261129061381022) | > loss_1: 33.028358459472656 (33.59961851437887)  --> STEP: 25 | > loss_disc: 2.279632091522217 (2.3557597541809083) | > loss_disc_real_0: 0.09792933613061905 (0.09553413018584252) | > loss_disc_real_1: 0.21592307090759277 (0.1851489081978798) | > loss_disc_real_2: 0.2349400371313095 (0.24476695239543914) | > loss_disc_real_3: 0.20642495155334473 (0.26095859706401825) | > loss_disc_real_4: 0.19241617619991302 (0.2307974088191986) | > loss_disc_real_5: 0.22150343656539917 (0.22291813641786576) | > loss_0: 2.279632091522217 (2.3557597541809083) | > loss_gen: 2.4160053730010986 (2.398031692504883) | > loss_kl: 1.3700010776519775 (1.9514639616012572) | > loss_feat: 8.28018569946289 (6.765312271118164) | > loss_mel: 18.846019744873047 (20.206630325317384) | > loss_duration: 2.3386993408203125 (2.264231872558594) | > loss_1: 33.250911712646484 (33.58567024230957)  --> STEP: 26 | > loss_disc: 2.608828067779541 (2.3654931508577786) | > loss_disc_real_0: 0.10852056741714478 (0.0960336085408926) | > loss_disc_real_1: 0.14321638643741608 (0.1835361188994004) | > loss_disc_real_2: 0.11401306837797165 (0.23973795685630578) | > loss_disc_real_3: 0.20379139482975006 (0.25875985851654637) | > loss_disc_real_4: 0.2733961045742035 (0.2324358201943911) | > loss_disc_real_5: 0.1536148488521576 (0.2202526253576462) | > loss_0: 2.608828067779541 (2.3654931508577786) | > loss_gen: 1.6906182765960693 (2.370823484200698) | > loss_kl: 2.046661138534546 (1.9551253914833069) | > loss_feat: 10.249598503112793 (6.899323280041035) | > loss_mel: 21.647676467895508 (20.262055176955002) | > loss_duration: 2.286435604095459 (2.265085862233089) | > loss_1: 37.92098617553711 (33.75241316281832) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022300756894625146 (-9.235051962045576e-05) | > avg_loss_disc: 2.3654931508577786 (-0.004430917593149619) | > avg_loss_disc_real_0: 0.0960336085408926 (-0.00037693705123204024) | > avg_loss_disc_real_1: 0.1835361188994004 (-0.07420962619093746) | > avg_loss_disc_real_2: 0.23973795685630578 (+0.05730044268644774) | > avg_loss_disc_real_3: 0.25875985851654637 (-0.0004182475117537332) | > avg_loss_disc_real_4: 0.2324358201943911 (+0.020961131040866554) | > avg_loss_disc_real_5: 0.2202526253576462 (-0.0188441319534412) | > avg_loss_0: 2.3654931508577786 (-0.004430917593149619) | > avg_loss_gen: 2.370823484200698 (-0.0968814767324) | > avg_loss_kl: 1.9551253914833069 (+0.012683978447547428) | > avg_loss_feat: 6.899323280041035 (-0.18008692447955799) | > avg_loss_mel: 20.262055176955002 (-0.27573504814735017) | > avg_loss_duration: 2.265085862233089 (-0.003738467509929233) | > avg_loss_1: 33.75241316281832 (-0.5437576587383504)  > EPOCH: 90/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:53:33)   --> TIME: 2024-06-10 18:53:42 -- STEP: 24/330 -- GLOBAL_STEP: 117725 | > loss_disc: 2.2859156131744385 (2.2645360728104915) | > loss_disc_real_0: 0.1025669127702713 (0.1156680757800738) | > loss_disc_real_1: 0.2030552625656128 (0.2025703868518273) | > loss_disc_real_2: 0.28120067715644836 (0.21664286777377129) | > loss_disc_real_3: 0.21139180660247803 (0.21748311320940653) | > loss_disc_real_4: 0.22921812534332275 (0.2113910565773646) | > loss_disc_real_5: 0.20976027846336365 (0.2044793919970592) | > loss_0: 2.2859156131744385 (2.2645360728104915) | > grad_norm_0: tensor(6.9621, device='cuda:0') (tensor(10.7166, device='cuda:0')) | > loss_gen: 2.558330774307251 (2.5661326944828033) | > loss_kl: 1.567491888999939 (1.6218343029419582) | > loss_feat: 7.045729637145996 (6.986359576384227) | > loss_mel: 19.997758865356445 (20.473775545756023) | > loss_duration: 2.078803062438965 (2.19106470545133) | > loss_1: 33.24811553955078 (33.83916664123536) | > grad_norm_1: tensor(43.3728, device='cuda:0') (tensor(141.3408, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3381 (0.3472256958484649) | > loader_time: 0.0031 (0.00323559840520223)  --> TIME: 2024-06-10 18:53:51 -- STEP: 49/330 -- GLOBAL_STEP: 117750 | > loss_disc: 2.1680221557617188 (2.2518548186944463) | > loss_disc_real_0: 0.05542394518852234 (0.11354769705509653) | > loss_disc_real_1: 0.19669324159622192 (0.2023563348517126) | > loss_disc_real_2: 0.1817079484462738 (0.21542460912344408) | > loss_disc_real_3: 0.19622303545475006 (0.22003257061753953) | > loss_disc_real_4: 0.20005224645137787 (0.2102081134003036) | > loss_disc_real_5: 0.20073747634887695 (0.20677073178242664) | > loss_0: 2.1680221557617188 (2.2518548186944463) | > grad_norm_0: tensor(14.7049, device='cuda:0') (tensor(14.0430, device='cuda:0')) | > loss_gen: 2.682647228240967 (2.5977835265957587) | > loss_kl: 1.6477372646331787 (1.61208218944316) | > loss_feat: 7.654016971588135 (7.128126815873749) | > loss_mel: 20.707059860229492 (20.39026587350028) | > loss_duration: 2.023559331893921 (2.132431684708109) | > loss_1: 34.71501922607422 (33.8606900584941) | > grad_norm_1: tensor(103.5396, device='cuda:0') (tensor(186.9840, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3484 (0.3472984323696214) | > loader_time: 0.0033 (0.003344000602255062)  --> TIME: 2024-06-10 18:54:00 -- STEP: 74/330 -- GLOBAL_STEP: 117775 | > loss_disc: 2.274522304534912 (2.2590409968350396) | > loss_disc_real_0: 0.0877780020236969 (0.11182904324016056) | > loss_disc_real_1: 0.16909253597259521 (0.20142794340043457) | > loss_disc_real_2: 0.19850926101207733 (0.21574204616449974) | > loss_disc_real_3: 0.2143850475549698 (0.22211580723524094) | > loss_disc_real_4: 0.18759648501873016 (0.21039188310906692) | > loss_disc_real_5: 0.207036092877388 (0.20806828503673144) | > loss_0: 2.274522304534912 (2.2590409968350396) | > grad_norm_0: tensor(17.5206, device='cuda:0') (tensor(15.8273, device='cuda:0')) | > loss_gen: 2.6512351036071777 (2.597168078293673) | > loss_kl: 1.7670243978500366 (1.6247763682056118) | > loss_feat: 7.440326690673828 (7.1468217115144475) | > loss_mel: 20.55302619934082 (20.302992485664987) | > loss_duration: 2.0083465576171875 (2.1092254374478316) | > loss_1: 34.41995620727539 (33.78098418261553) | > grad_norm_1: tensor(246.9883, device='cuda:0') (tensor(202.8509, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3573 (0.3494654346156764) | > loader_time: 0.0035 (0.0034224922592575487)  --> TIME: 2024-06-10 18:54:09 -- STEP: 99/330 -- GLOBAL_STEP: 117800 | > loss_disc: 2.235917568206787 (2.259538566223299) | > loss_disc_real_0: 0.12572693824768066 (0.11179623752832413) | > loss_disc_real_1: 0.21762792766094208 (0.20082455316577294) | > loss_disc_real_2: 0.22111202776432037 (0.21611245096933962) | > loss_disc_real_3: 0.20833727717399597 (0.22209840907592965) | > loss_disc_real_4: 0.20604844391345978 (0.21066079823055653) | > loss_disc_real_5: 0.20774784684181213 (0.2081399073805472) | > loss_0: 2.235917568206787 (2.259538566223299) | > grad_norm_0: tensor(33.5145, device='cuda:0') (tensor(16.3693, device='cuda:0')) | > loss_gen: 2.599278450012207 (2.6006142948613027) | > loss_kl: 1.6087791919708252 (1.624579511507593) | > loss_feat: 6.862037658691406 (7.163274654234298) | > loss_mel: 20.118776321411133 (20.27015102270878) | > loss_duration: 2.064751625061035 (2.101239094830522) | > loss_1: 33.25362014770508 (33.759858545630856) | > grad_norm_1: tensor(391.2020, device='cuda:0') (tensor(217.9304, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3558 (0.35127929244378603) | > loader_time: 0.0035 (0.0035232558394923353)  --> TIME: 2024-06-10 18:54:18 -- STEP: 124/330 -- GLOBAL_STEP: 117825 | > loss_disc: 2.298053503036499 (2.259358579112637) | > loss_disc_real_0: 0.14685644209384918 (0.11209563694653972) | > loss_disc_real_1: 0.20212502777576447 (0.20012261610357993) | > loss_disc_real_2: 0.21220140159130096 (0.2163981303812996) | > loss_disc_real_3: 0.22042731940746307 (0.2220070740628627) | > loss_disc_real_4: 0.2028791904449463 (0.2104136985876868) | > loss_disc_real_5: 0.20783193409442902 (0.2082997745563907) | > loss_0: 2.298053503036499 (2.259358579112637) | > grad_norm_0: tensor(6.9135, device='cuda:0') (tensor(18.7134, device='cuda:0')) | > loss_gen: 2.626434564590454 (2.6084244212796617) | > loss_kl: 1.6627353429794312 (1.6225882018766096) | > loss_feat: 7.560134410858154 (7.201199923792193) | > loss_mel: 19.932941436767578 (20.29879373119724) | > loss_duration: 2.1065478324890137 (2.099357267541269) | > loss_1: 33.8887939453125 (33.830363442820875) | > grad_norm_1: tensor(361.7015, device='cuda:0') (tensor(238.2135, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3446 (0.3520395678858603) | > loader_time: 0.0037 (0.003576246000105335)  --> TIME: 2024-06-10 18:54:28 -- STEP: 149/330 -- GLOBAL_STEP: 117850 | > loss_disc: 2.226132869720459 (2.2610802538442925) | > loss_disc_real_0: 0.0996297150850296 (0.11297399885702453) | > loss_disc_real_1: 0.1833765208721161 (0.19958556798480498) | > loss_disc_real_2: 0.22415390610694885 (0.21743136054317422) | > loss_disc_real_3: 0.21137598156929016 (0.22149271863018907) | > loss_disc_real_4: 0.20958887040615082 (0.2107488264973532) | > loss_disc_real_5: 0.22447411715984344 (0.20922931028692512) | > loss_0: 2.226132869720459 (2.2610802538442925) | > grad_norm_0: tensor(41.6406, device='cuda:0') (tensor(20.4481, device='cuda:0')) | > loss_gen: 2.6606051921844482 (2.6148202435282255) | > loss_kl: 1.6375792026519775 (1.6221273417440838) | > loss_feat: 7.242681980133057 (7.210069678773816) | > loss_mel: 21.171730041503906 (20.26081242657348) | > loss_duration: 2.1204724311828613 (2.100238242405372) | > loss_1: 34.83306884765625 (33.80806787222022) | > grad_norm_1: tensor(303.8975, device='cuda:0') (tensor(236.6574, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3649 (0.35515063721061557) | > loader_time: 0.0056 (0.0036694203447175506)  --> TIME: 2024-06-10 18:54:38 -- STEP: 174/330 -- GLOBAL_STEP: 117875 | > loss_disc: 2.1706290245056152 (2.2620116801097474) | > loss_disc_real_0: 0.06160140037536621 (0.11267983609403687) | > loss_disc_real_1: 0.1227734386920929 (0.1990632805331) | > loss_disc_real_2: 0.21591927111148834 (0.21730404535586806) | > loss_disc_real_3: 0.2281678467988968 (0.22232302423866315) | > loss_disc_real_4: 0.17472153902053833 (0.21117104084669863) | > loss_disc_real_5: 0.20436199009418488 (0.2099584975633128) | > loss_0: 2.1706290245056152 (2.2620116801097474) | > grad_norm_0: tensor(24.6431, device='cuda:0') (tensor(21.3815, device='cuda:0')) | > loss_gen: 2.718545913696289 (2.6163377268561003) | > loss_kl: 1.6371426582336426 (1.6253003608221301) | > loss_feat: 7.317627906799316 (7.226327482311205) | > loss_mel: 20.60693359375 (20.2289335426243) | > loss_duration: 2.179438352584839 (2.102379347401103) | > loss_1: 34.45969009399414 (33.799278346971505) | > grad_norm_1: tensor(295.7321, device='cuda:0') (tensor(244.1101, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3773 (0.3607554504241066) | > loader_time: 0.0047 (0.0037896345401632375)  --> TIME: 2024-06-10 18:54:48 -- STEP: 199/330 -- GLOBAL_STEP: 117900 | > loss_disc: 2.1865906715393066 (2.262744907158703) | > loss_disc_real_0: 0.1267642080783844 (0.11320615739528857) | > loss_disc_real_1: 0.19918258488178253 (0.1999714199322552) | > loss_disc_real_2: 0.2481692135334015 (0.21747743177354037) | > loss_disc_real_3: 0.22939112782478333 (0.2217298332770266) | > loss_disc_real_4: 0.19631879031658173 (0.21155846717968663) | > loss_disc_real_5: 0.18599864840507507 (0.20960597798752426) | > loss_0: 2.1865906715393066 (2.262744907158703) | > grad_norm_0: tensor(16.2896, device='cuda:0') (tensor(21.7455, device='cuda:0')) | > loss_gen: 2.754054546356201 (2.618520533020173) | > loss_kl: 1.776227593421936 (1.6260708720240766) | > loss_feat: 7.395388126373291 (7.254963604050066) | > loss_mel: 19.982200622558594 (20.182094621897956) | > loss_duration: 2.20872163772583 (2.108244268738444) | > loss_1: 34.11659240722656 (33.78989376854056) | > grad_norm_1: tensor(280.6354, device='cuda:0') (tensor(251.5971, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.3876 (0.3638037616883091) | > loader_time: 0.0047 (0.003925188102913861)  --> TIME: 2024-06-10 18:54:58 -- STEP: 224/330 -- GLOBAL_STEP: 117925 | > loss_disc: 2.240903377532959 (2.260045796632766) | > loss_disc_real_0: 0.07868336886167526 (0.11369839051206197) | > loss_disc_real_1: 0.16930019855499268 (0.2001789063880486) | > loss_disc_real_2: 0.23182828724384308 (0.2170292635315231) | > loss_disc_real_3: 0.22642306983470917 (0.22124347722690021) | > loss_disc_real_4: 0.23400484025478363 (0.2112323667721025) | > loss_disc_real_5: 0.2008478045463562 (0.20965284168986337) | > loss_0: 2.240903377532959 (2.260045796632766) | > grad_norm_0: tensor(14.4461, device='cuda:0') (tensor(21.6844, device='cuda:0')) | > loss_gen: 2.579141139984131 (2.6174051889351437) | > loss_kl: 1.674929141998291 (1.6252992467156484) | > loss_feat: 7.036294937133789 (7.28062983070101) | > loss_mel: 20.169620513916016 (20.146268870149356) | > loss_duration: 2.209761142730713 (2.1135736687907154) | > loss_1: 33.66974639892578 (33.78317669459751) | > grad_norm_1: tensor(56.1345, device='cuda:0') (tensor(254.2803, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.4098 (0.36755660814898355) | > loader_time: 0.0053 (0.004069558211735317)  --> TIME: 2024-06-10 18:55:08 -- STEP: 249/330 -- GLOBAL_STEP: 117950 | > loss_disc: 2.439185380935669 (2.263937008907516) | > loss_disc_real_0: 0.11777956783771515 (0.11416849125939679) | > loss_disc_real_1: 0.19306953251361847 (0.20120118319030747) | > loss_disc_real_2: 0.24439065158367157 (0.21721256988115578) | > loss_disc_real_3: 0.262533575296402 (0.22154659661183873) | > loss_disc_real_4: 0.2527242600917816 (0.21171468490338233) | > loss_disc_real_5: 0.2487211674451828 (0.2096621297808536) | > loss_0: 2.439185380935669 (2.263937008907516) | > grad_norm_0: tensor(26.9988, device='cuda:0') (tensor(21.6198, device='cuda:0')) | > loss_gen: 2.657390832901001 (2.6159480058524505) | > loss_kl: 1.7194502353668213 (1.625390857577803) | > loss_feat: 6.807729721069336 (7.280927198478975) | > loss_mel: 18.891036987304688 (20.115609349017177) | > loss_duration: 2.166332960128784 (2.1200040875668513) | > loss_1: 32.241939544677734 (33.75787941806285) | > grad_norm_1: tensor(210.3873, device='cuda:0') (tensor(253.2561, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.4022 (0.3718623655388154) | > loader_time: 0.0058 (0.004222376758314996)  --> TIME: 2024-06-10 18:55:19 -- STEP: 274/330 -- GLOBAL_STEP: 117975 | > loss_disc: 2.1631202697753906 (2.264078678005802) | > loss_disc_real_0: 0.08766026794910431 (0.11503911815094252) | > loss_disc_real_1: 0.2084578424692154 (0.20167362439806444) | > loss_disc_real_2: 0.2305438220500946 (0.2173232303483643) | > loss_disc_real_3: 0.19566234946250916 (0.22101242421534809) | > loss_disc_real_4: 0.20855337381362915 (0.2111667176015186) | > loss_disc_real_5: 0.17357973754405975 (0.20903387959421116) | > loss_0: 2.1631202697753906 (2.264078678005802) | > grad_norm_0: tensor(19.0884, device='cuda:0') (tensor(22.5041, device='cuda:0')) | > loss_gen: 2.948972225189209 (2.6214111025316007) | > loss_kl: 1.6989872455596924 (1.62354300143945) | > loss_feat: 8.209281921386719 (7.328519963870083) | > loss_mel: 19.441452026367188 (20.083437056437038) | > loss_duration: 2.1968140602111816 (2.1265166628099714) | > loss_1: 34.495506286621094 (33.78342771878205) | > grad_norm_1: tensor(421.6857, device='cuda:0') (tensor(259.1359, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.4302 (0.37687943451596) | > loader_time: 0.0059 (0.004385306887383006)  --> TIME: 2024-06-10 18:55:31 -- STEP: 299/330 -- GLOBAL_STEP: 118000 | > loss_disc: 2.112252712249756 (2.2633147151972532) | > loss_disc_real_0: 0.15019816160202026 (0.11559687973464212) | > loss_disc_real_1: 0.21991105377674103 (0.20257122101991068) | > loss_disc_real_2: 0.1655043661594391 (0.216886096973483) | > loss_disc_real_3: 0.21775077283382416 (0.22125589937270684) | > loss_disc_real_4: 0.18775895237922668 (0.21090211313105753) | > loss_disc_real_5: 0.1527685970067978 (0.20849141343979533) | > loss_0: 2.112252712249756 (2.2633147151972532) | > grad_norm_0: tensor(14.6056, device='cuda:0') (tensor(23.3347, device='cuda:0')) | > loss_gen: 2.7997753620147705 (2.6254102697340547) | > loss_kl: 1.6469190120697021 (1.6260762154856656) | > loss_feat: 8.502164840698242 (7.360539377333727) | > loss_mel: 19.154687881469727 (20.031725325313317) | > loss_duration: 2.2925219535827637 (2.135375239378633) | > loss_1: 34.39606857299805 (33.77912636185966) | > grad_norm_1: tensor(408.1539, device='cuda:0') (tensor(267.5251, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.4586 (0.38331453935757137) | > loader_time: 0.0071 (0.004558093571742641) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_118000.pth  --> TIME: 2024-06-10 18:55:49 -- STEP: 324/330 -- GLOBAL_STEP: 118025 | > loss_disc: 2.371016025543213 (2.267694313585024) | > loss_disc_real_0: 0.10500054061412811 (0.11702808457208269) | > loss_disc_real_1: 0.20484693348407745 (0.20253237148309933) | > loss_disc_real_2: 0.24987883865833282 (0.21704588172796332) | > loss_disc_real_3: 0.2748119533061981 (0.2207464689825788) | > loss_disc_real_4: 0.2906399667263031 (0.21109854761097174) | > loss_disc_real_5: 0.22836944460868835 (0.2085805947397962) | > loss_0: 2.371016025543213 (2.267694313585024) | > grad_norm_0: tensor(48.1065, device='cuda:0') (tensor(24.5252, device='cuda:0')) | > loss_gen: 2.4580788612365723 (2.624712466457745) | > loss_kl: 1.8093647956848145 (1.6278100462607403) | > loss_feat: 8.99593734741211 (7.426340581458292) | > loss_mel: 18.181133270263672 (19.97615788306721) | > loss_duration: 2.322864532470703 (2.148402955429054) | > loss_1: 33.76737976074219 (33.803423828548844) | > grad_norm_1: tensor(462.9081, device='cuda:0') (tensor(274.8292, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.5822 (0.39569604838335976) | > loader_time: 0.0086 (0.004818571938408745)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.358396291732788 (2.358396291732788) | > loss_disc_real_0: 0.130489319562912 (0.130489319562912) | > loss_disc_real_1: 0.19119668006896973 (0.19119668006896973) | > loss_disc_real_2: 0.23608186841011047 (0.23608186841011047) | > loss_disc_real_3: 0.30059167742729187 (0.30059167742729187) | > loss_disc_real_4: 0.29565054178237915 (0.29565054178237915) | > loss_disc_real_5: 0.23294971883296967 (0.23294971883296967) | > loss_0: 2.358396291732788 (2.358396291732788) | > loss_gen: 2.3835456371307373 (2.3835456371307373) | > loss_kl: 1.5134108066558838 (1.5134108066558838) | > loss_feat: 5.124079704284668 (5.124079704284668) | > loss_mel: 16.465158462524414 (16.465158462524414) | > loss_duration: 2.7509522438049316 (2.7509522438049316) | > loss_1: 28.237146377563477 (28.237146377563477)  --> STEP: 1 | > loss_disc: 2.2515997886657715 (2.2515997886657715) | > loss_disc_real_0: 0.09622853994369507 (0.09622853994369507) | > loss_disc_real_1: 0.20577479898929596 (0.20577479898929596) | > loss_disc_real_2: 0.23922015726566315 (0.23922015726566315) | > loss_disc_real_3: 0.23696072399616241 (0.23696072399616241) | > loss_disc_real_4: 0.2624443471431732 (0.2624443471431732) | > loss_disc_real_5: 0.23141027987003326 (0.23141027987003326) | > loss_0: 2.2515997886657715 (2.2515997886657715) | > loss_gen: 2.40966534614563 (2.40966534614563) | > loss_kl: 1.7799264192581177 (1.7799264192581177) | > loss_feat: 5.5778961181640625 (5.5778961181640625) | > loss_mel: 20.719955444335938 (20.719955444335938) | > loss_duration: 2.3205978870391846 (2.3205978870391846) | > loss_1: 32.808040618896484 (32.808040618896484)  --> STEP: 2 | > loss_disc: 2.5409767627716064 (2.396288275718689) | > loss_disc_real_0: 0.10555798560380936 (0.10089326277375221) | > loss_disc_real_1: 0.23273290693759918 (0.21925385296344757) | > loss_disc_real_2: 0.32255837321281433 (0.28088926523923874) | > loss_disc_real_3: 0.2829068899154663 (0.25993380695581436) | > loss_disc_real_4: 0.31030455231666565 (0.28637444972991943) | > loss_disc_real_5: 0.27085721492767334 (0.2511337473988533) | > loss_0: 2.5409767627716064 (2.396288275718689) | > loss_gen: 2.306727409362793 (2.3581963777542114) | > loss_kl: 2.3461809158325195 (2.0630536675453186) | > loss_feat: 4.617693901062012 (5.097795009613037) | > loss_mel: 22.39182472229004 (21.55589008331299) | > loss_duration: 2.371073007583618 (2.3458354473114014) | > loss_1: 34.03350067138672 (33.4207706451416)  --> STEP: 3 | > loss_disc: 2.285651206970215 (2.3594092528025308) | > loss_disc_real_0: 0.08978401124477386 (0.09719017893075943) | > loss_disc_real_1: 0.21723176538944244 (0.21857982377211252) | > loss_disc_real_2: 0.21683456003665924 (0.2595376968383789) | > loss_disc_real_3: 0.28411293029785156 (0.2679935147364934) | > loss_disc_real_4: 0.285103440284729 (0.28595077991485596) | > loss_disc_real_5: 0.2807179391384125 (0.26099514464537305) | > loss_0: 2.285651206970215 (2.3594092528025308) | > loss_gen: 2.550110101699829 (2.4221676190694175) | > loss_kl: 2.3127050399780273 (2.1462707916895547) | > loss_feat: 6.210116863250732 (5.4685689608256025) | > loss_mel: 21.851078033447266 (21.654286066691082) | > loss_duration: 2.1743223667144775 (2.2886644204457602) | > loss_1: 35.09833526611328 (33.979958852132164)  --> STEP: 4 | > loss_disc: 2.072679042816162 (2.2877267003059387) | > loss_disc_real_0: 0.0930338129401207 (0.09615108743309975) | > loss_disc_real_1: 0.17729629576206207 (0.20825894176959991) | > loss_disc_real_2: 0.2857992351055145 (0.2661030814051628) | > loss_disc_real_3: 0.3047952353954315 (0.27719394490122795) | > loss_disc_real_4: 0.22072656452655792 (0.26964472606778145) | > loss_disc_real_5: 0.22387035191059113 (0.25171394646167755) | > loss_0: 2.072679042816162 (2.2877267003059387) | > loss_gen: 3.068851947784424 (2.583838701248169) | > loss_kl: 2.597749948501587 (2.259140580892563) | > loss_feat: 8.518903732299805 (6.231152653694153) | > loss_mel: 20.52566146850586 (21.372129917144775) | > loss_duration: 2.253629446029663 (2.279905676841736) | > loss_1: 36.96479415893555 (34.72616767883301)  --> STEP: 5 | > loss_disc: 2.3808529376983643 (2.3063519477844237) | > loss_disc_real_0: 0.10379142314195633 (0.09767915457487106) | > loss_disc_real_1: 0.26284146308898926 (0.21917544603347777) | > loss_disc_real_2: 0.30214235186576843 (0.2733109354972839) | > loss_disc_real_3: 0.3065726161003113 (0.28306967914104464) | > loss_disc_real_4: 0.27161988615989685 (0.2700397580862045) | > loss_disc_real_5: 0.22193248569965363 (0.24575765430927277) | > loss_0: 2.3808529376983643 (2.3063519477844237) | > loss_gen: 2.5563430786132812 (2.5783395767211914) | > loss_kl: 2.060176134109497 (2.21934769153595) | > loss_feat: 4.92066764831543 (5.969055652618408) | > loss_mel: 20.682266235351562 (21.234157180786134) | > loss_duration: 2.338623523712158 (2.2916492462158202) | > loss_1: 32.558074951171875 (34.29254913330078)  --> STEP: 6 | > loss_disc: 2.5390799045562744 (2.3451399405797324) | > loss_disc_real_0: 0.10008871555328369 (0.09808074807127316) | > loss_disc_real_1: 0.22523289918899536 (0.22018502155939737) | > loss_disc_real_2: 0.2492283135652542 (0.26929716517527896) | > loss_disc_real_3: 0.3336910605430603 (0.2915065760413806) | > loss_disc_real_4: 0.2972646653652191 (0.27457724263270694) | > loss_disc_real_5: 0.2711509168148041 (0.24998986472686133) | > loss_0: 2.5390799045562744 (2.3451399405797324) | > loss_gen: 2.412506341934204 (2.5507007042566934) | > loss_kl: 1.9329414367675781 (2.171613315741221) | > loss_feat: 6.680059909820557 (6.0875563621521) | > loss_mel: 21.618425369262695 (21.29820187886556) | > loss_duration: 2.046225070953369 (2.2507452170054116) | > loss_1: 34.69015884399414 (34.35881741841634)  --> STEP: 7 | > loss_disc: 2.1101467609405518 (2.311569486345564) | > loss_disc_real_0: 0.07108302414417267 (0.09422393036740166) | > loss_disc_real_1: 0.281272828578949 (0.22891185113361903) | > loss_disc_real_2: 0.29567182064056396 (0.2730649730988911) | > loss_disc_real_3: 0.22048458456993103 (0.2813605772597449) | > loss_disc_real_4: 0.2685987055301666 (0.2737231659037726) | > loss_disc_real_5: 0.20054133236408234 (0.24292578867503575) | > loss_0: 2.1101467609405518 (2.311569486345564) | > loss_gen: 2.837111234664917 (2.5916164943150113) | > loss_kl: 2.8178629875183105 (2.2639346974236623) | > loss_feat: 7.592901229858398 (6.302605628967285) | > loss_mel: 19.766935348510742 (21.0794495173863) | > loss_duration: 2.328341484069824 (2.2618303980146135) | > loss_1: 35.34315490722656 (34.499437059674946)  --> STEP: 8 | > loss_disc: 2.2722392082214355 (2.3066532015800476) | > loss_disc_real_0: 0.08026833832263947 (0.09247948136180639) | > loss_disc_real_1: 0.20777510106563568 (0.22626975737512112) | > loss_disc_real_2: 0.19002926349639893 (0.2626855093985796) | > loss_disc_real_3: 0.22014372050762177 (0.2737084701657295) | > loss_disc_real_4: 0.17991062998771667 (0.26199659891426563) | > loss_disc_real_5: 0.18332727253437042 (0.23547597415745258) | > loss_0: 2.2722392082214355 (2.3066532015800476) | > loss_gen: 2.132164716720581 (2.5341850221157074) | > loss_kl: 1.9526482820510864 (2.2250238955020905) | > loss_feat: 7.597329139709473 (6.464446067810059) | > loss_mel: 20.14533805847168 (20.962685585021973) | > loss_duration: 2.1778533458709717 (2.2513332664966583) | > loss_1: 34.005332946777344 (34.437674045562744)  --> STEP: 9 | > loss_disc: 2.0663793087005615 (2.279956102371216) | > loss_disc_real_0: 0.07667077332735062 (0.09072295824686687) | > loss_disc_real_1: 0.21884748339653015 (0.22544506026638877) | > loss_disc_real_2: 0.21335327625274658 (0.2572041501601537) | > loss_disc_real_3: 0.2018943428993225 (0.2657291226916843) | > loss_disc_real_4: 0.17933513224124908 (0.2528119915061527) | > loss_disc_real_5: 0.14010131359100342 (0.22487878965006936) | > loss_0: 2.0663793087005615 (2.279956102371216) | > loss_gen: 2.4743263721466064 (2.5275340610080295) | > loss_kl: 2.3427317142486572 (2.2381025420294867) | > loss_feat: 9.193000793457031 (6.767618815104167) | > loss_mel: 19.72488784790039 (20.825152503119575) | > loss_duration: 2.109858274459839 (2.2356138229370117) | > loss_1: 35.84480667114258 (34.59402211507162)  --> STEP: 10 | > loss_disc: 2.436582088470459 (2.29561870098114) | > loss_disc_real_0: 0.08276393264532089 (0.08992705568671226) | > loss_disc_real_1: 0.23801299929618835 (0.22670185416936875) | > loss_disc_real_2: 0.21222245693206787 (0.25270598083734513) | > loss_disc_real_3: 0.26513317227363586 (0.26566952764987944) | > loss_disc_real_4: 0.24340738356113434 (0.25187153071165086) | > loss_disc_real_5: 0.16162866353988647 (0.21855377703905104) | > loss_0: 2.436582088470459 (2.29561870098114) | > loss_gen: 2.3333210945129395 (2.5081127643585206) | > loss_kl: 1.560995101928711 (2.170391798019409) | > loss_feat: 6.556894779205322 (6.746546411514283) | > loss_mel: 22.076263427734375 (20.950263595581056) | > loss_duration: 2.2500243186950684 (2.237054872512817) | > loss_1: 34.777496337890625 (34.612369537353516)  --> STEP: 11 | > loss_disc: 2.3860254287719727 (2.3038374944166704) | > loss_disc_real_0: 0.06743128597736359 (0.08788198571313512) | > loss_disc_real_1: 0.21585075557231903 (0.22571539066054605) | > loss_disc_real_2: 0.20152264833450317 (0.24805295060981403) | > loss_disc_real_3: 0.195554718375206 (0.2592954540794546) | > loss_disc_real_4: 0.1810825914144516 (0.24543617259372363) | > loss_disc_real_5: 0.1393808275461197 (0.21135623617605728) | > loss_0: 2.3860254287719727 (2.3038374944166704) | > loss_gen: 2.0534586906433105 (2.466780575838956) | > loss_kl: 1.898963451385498 (2.145716493779963) | > loss_feat: 7.122161388397217 (6.780693227594549) | > loss_mel: 20.30416488647461 (20.891527349298652) | > loss_duration: 2.4010095596313477 (2.2519598440690474) | > loss_1: 33.77975845336914 (34.536677620627664)  --> STEP: 12 | > loss_disc: 2.458526849746704 (2.3167282740275064) | > loss_disc_real_0: 0.10467876493930817 (0.0892817173153162) | > loss_disc_real_1: 0.22399409115314484 (0.22557194903492928) | > loss_disc_real_2: 0.2096165418624878 (0.24484991654753685) | > loss_disc_real_3: 0.2910534143447876 (0.26194195076823235) | > loss_disc_real_4: 0.2832639515399933 (0.24858848750591278) | > loss_disc_real_5: 0.2894939184188843 (0.21786770969629288) | > loss_0: 2.458526849746704 (2.3167282740275064) | > loss_gen: 2.5461525917053223 (2.4733949104944863) | > loss_kl: 1.735050916671753 (2.1114943623542786) | > loss_feat: 7.072747707366943 (6.8050311009089155) | > loss_mel: 21.2578067779541 (20.92205063501994) | > loss_duration: 2.1625657081604004 (2.2445103327433267) | > loss_1: 34.77432632446289 (34.5564816792806)  --> STEP: 13 | > loss_disc: 2.4534597396850586 (2.3272460790780873) | > loss_disc_real_0: 0.07385104894638062 (0.08809474282539807) | > loss_disc_real_1: 0.2623894214630127 (0.228404062298628) | > loss_disc_real_2: 0.29405251145362854 (0.24863473154031313) | > loss_disc_real_3: 0.22014139592647552 (0.2587265234727126) | > loss_disc_real_4: 0.198325976729393 (0.24472214052310357) | > loss_disc_real_5: 0.23247158527374268 (0.2189910847407121) | > loss_0: 2.4534597396850586 (2.3272460790780873) | > loss_gen: 2.3213515281677246 (2.46169926570012) | > loss_kl: 1.942946195602417 (2.0985291187579813) | > loss_feat: 6.190877914428711 (6.757788548102746) | > loss_mel: 18.949831008911133 (20.77034143301157) | > loss_duration: 2.0963544845581055 (2.2331137290367713) | > loss_1: 31.501361846923828 (34.321472461407)  --> STEP: 14 | > loss_disc: 1.8974051475524902 (2.296543155397688) | > loss_disc_real_0: 0.08218977600336075 (0.08767295948096684) | > loss_disc_real_1: 0.18809087574481964 (0.22552454897335597) | > loss_disc_real_2: 0.20679280161857605 (0.24564602226018906) | > loss_disc_real_3: 0.20480221509933472 (0.25487478716032846) | > loss_disc_real_4: 0.16361132264137268 (0.2389285106744085) | > loss_disc_real_5: 0.17013968527317047 (0.21550169906445912) | > loss_0: 1.8974051475524902 (2.296543155397688) | > loss_gen: 2.8243627548217773 (2.4876038006373813) | > loss_kl: 2.6297762393951416 (2.1364753416606357) | > loss_feat: 9.439094543457031 (6.949310404913766) | > loss_mel: 20.586400985717773 (20.75720282963344) | > loss_duration: 2.391474723815918 (2.2444252286638533) | > loss_1: 37.87111282348633 (34.57501820155552)  --> STEP: 15 | > loss_disc: 2.1653075218200684 (2.2877941131591797) | > loss_disc_real_0: 0.06399218738079071 (0.0860942413409551) | > loss_disc_real_1: 0.13017703592777252 (0.2191680481036504) | > loss_disc_real_2: 0.20252583920955658 (0.2427713433901469) | > loss_disc_real_3: 0.2181297391653061 (0.25242511729399364) | > loss_disc_real_4: 0.12012004107236862 (0.23100794603427252) | > loss_disc_real_5: 0.12085217982530594 (0.20919173111518224) | > loss_0: 2.1653075218200684 (2.2877941131591797) | > loss_gen: 2.1684656143188477 (2.466327921549479) | > loss_kl: 2.4944608211517334 (2.1603410402933756) | > loss_feat: 8.728020668029785 (7.067891089121501) | > loss_mel: 20.87975311279297 (20.765372848510744) | > loss_duration: 2.284926414489746 (2.2471253077189126) | > loss_1: 36.555625915527344 (34.70705871582031)  --> STEP: 16 | > loss_disc: 2.256925582885742 (2.28586483001709) | > loss_disc_real_0: 0.09483698010444641 (0.0866406625136733) | > loss_disc_real_1: 0.18015450239181519 (0.2167297014966607) | > loss_disc_real_2: 0.24683836102485657 (0.24302553199231625) | > loss_disc_real_3: 0.276104211807251 (0.2539050607010722) | > loss_disc_real_4: 0.2192355990409851 (0.23027217434719205) | > loss_disc_real_5: 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(2.1168310361749985) | > loss_feat: 6.218660831451416 (7.073601778815775) | > loss_mel: 19.135250091552734 (20.543728660134708) | > loss_duration: 2.3381032943725586 (2.2581882757299088) | > loss_1: 32.0736083984375 (34.47591332828297)  --> STEP: 18 | > loss_disc: 2.0733911991119385 (2.283465478155348) | > loss_disc_real_0: 0.052300870418548584 (0.08500829339027405) | > loss_disc_real_1: 0.13951338827610016 (0.214139547612932) | > loss_disc_real_2: 0.1922079175710678 (0.24056443903181288) | > loss_disc_real_3: 0.26141563057899475 (0.26020733929342693) | > loss_disc_real_4: 0.2102373093366623 (0.2330601012541188) | > loss_disc_real_5: 0.13566754758358002 (0.21028334688809183) | > loss_0: 2.0733911991119385 (2.283465478155348) | > loss_gen: 3.1170942783355713 (2.5187592109044394) | > loss_kl: 2.0115537643432617 (2.110982298851013) | > loss_feat: 10.161022186279297 (7.24512513478597) | > loss_mel: 24.81499671936035 (20.78102133009169) | > loss_duration: 2.1689467430114746 (2.253230412801107) | > loss_1: 42.27361297607422 (34.90911886427138)  --> STEP: 19 | > loss_disc: 2.411407947540283 (2.2901992923335026) | > loss_disc_real_0: 0.16680017113685608 (0.08931312906114679) | > loss_disc_real_1: 0.16807468235492706 (0.21171508102040543) | > loss_disc_real_2: 0.20676769316196442 (0.2387856629333998) | > loss_disc_real_3: 0.22583775222301483 (0.2583984136581421) | > loss_disc_real_4: 0.24111711978912354 (0.2334841548612243) | > loss_disc_real_5: 0.21107400953769684 (0.21032496071175524) | > loss_0: 2.411407947540283 (2.2901992923335026) | > loss_gen: 2.076014995574951 (2.4954568837818347) | > loss_kl: 1.7260832786560059 (2.090724455682855) | > loss_feat: 5.366216659545898 (7.1462352150364925) | > loss_mel: 15.907763481140137 (20.52453407488371) | > loss_duration: 2.3043222427368164 (2.2559194564819336) | > loss_1: 27.380401611328125 (34.51287058780068)  --> STEP: 20 | > loss_disc: 2.4164137840270996 (2.2965100169181825) | > loss_disc_real_0: 0.14458304643630981 (0.09207662492990494) | > loss_disc_real_1: 0.24023942649364471 (0.2131412982940674) | > loss_disc_real_2: 0.1757776141166687 (0.23563526049256325) | > loss_disc_real_3: 0.3115219473838806 (0.261054590344429) | > loss_disc_real_4: 0.22127610445022583 (0.2328737523406744) | > loss_disc_real_5: 0.18203149735927582 (0.20891028754413127) | > loss_0: 2.4164137840270996 (2.2965100169181825) | > loss_gen: 2.211313247680664 (2.4812497019767763) | > loss_kl: 1.8645195960998535 (2.0794142127037047) | > loss_feat: 5.489312648773193 (7.063389086723328) | > loss_mel: 16.847200393676758 (20.340667390823363) | > loss_duration: 2.2851338386535645 (2.257380175590515) | > loss_1: 28.697479248046875 (34.222101020812985)  --> STEP: 21 | > loss_disc: 2.3277719020843506 (2.2979986781165715) | > loss_disc_real_0: 0.08996670693159103 (0.09197615264427095) | > loss_disc_real_1: 0.30596673488616943 (0.21756155717940556) | > loss_disc_real_2: 0.255691796541214 (0.2365903336377371) | > loss_disc_real_3: 0.32125571370124817 (0.26392131050427753) | > loss_disc_real_4: 0.2600034773349762 (0.2341656440070697) | > loss_disc_real_5: 0.19365713000297546 (0.20818394670883814) | > loss_0: 2.3277719020843506 (2.2979986781165715) | > loss_gen: 2.751471757888794 (2.4941174189249673) | > loss_kl: 2.421056032180786 (2.0956828707740423) | > loss_feat: 7.5837016105651855 (7.08816587357294) | > loss_mel: 20.623600006103516 (20.354140372503373) | > loss_duration: 2.1489267349243164 (2.252215726034982) | > loss_1: 35.52875518798828 (34.284322647821334)  --> STEP: 22 | > loss_disc: 2.255887269973755 (2.296084523200989) | > loss_disc_real_0: 0.1001313328742981 (0.09234684265472672) | > loss_disc_real_1: 0.24356210231781006 (0.21874340014024216) | > loss_disc_real_2: 0.20574061572551727 (0.2351880737326362) | > loss_disc_real_3: 0.2533392906188965 (0.2634403096003966) | > loss_disc_real_4: 0.24228955805301666 (0.23453491282734004) | > loss_disc_real_5: 0.27814868092536926 (0.21136416190049864) | > loss_0: 2.255887269973755 (2.296084523200989) | > loss_gen: 2.7134130001068115 (2.5040853998877783) | > loss_kl: 1.910270094871521 (2.087255017323928) | > loss_feat: 7.938119888305664 (7.126800146969882) | > loss_mel: 23.412445068359375 (20.49315422231501) | > loss_duration: 2.1415669918060303 (2.247186238115484) | > loss_1: 38.115814208984375 (34.45848135514693)  --> STEP: 23 | > loss_disc: 1.9100667238235474 (2.2793011406193613) | > loss_disc_real_0: 0.02845967561006546 (0.08956913973974145) | > loss_disc_real_1: 0.2333538681268692 (0.21937863787879114) | > loss_disc_real_2: 0.2567580044269562 (0.23612589680630228) | > loss_disc_real_3: 0.15876880288124084 (0.2588893745256507) | > loss_disc_real_4: 0.11616718024015427 (0.22938848967137543) | > loss_disc_real_5: 0.12766972184181213 (0.2077252732022949) | > loss_0: 1.9100667238235474 (2.2793011406193613) | > loss_gen: 2.4963955879211426 (2.5037510602370547) | > loss_kl: 2.3526761531829834 (2.0987950667091044) | > loss_feat: 7.586384296417236 (7.146782066511071) | > loss_mel: 21.063947677612305 (20.517971329067066) | > loss_duration: 2.258112907409668 (2.247661310693492) | > loss_1: 35.75751876831055 (34.51496124267578)  --> STEP: 24 | > loss_disc: 2.4952354431152344 (2.2882984032233558) | > loss_disc_real_0: 0.04191423952579498 (0.08758351889749368) | > loss_disc_real_1: 0.22965164482593536 (0.21980667983492216) | > loss_disc_real_2: 0.3111666738986969 (0.2392525958518187) | > loss_disc_real_3: 0.2931876480579376 (0.26031846925616264) | > loss_disc_real_4: 0.3220401108264923 (0.23324897388617197) | > loss_disc_real_5: 0.3905732333660126 (0.21534393820911646) | > loss_0: 2.4952354431152344 (2.2882984032233558) | > loss_gen: 2.5390987396240234 (2.5052238802115117) | > loss_kl: 2.0753333568573 (2.097817495465279) | > loss_feat: 6.306809902191162 (7.111783226331075) | > loss_mel: 20.73516273498535 (20.527020970980328) | > loss_duration: 2.3837966918945312 (2.2533336182435355) | > loss_1: 34.040199279785156 (34.49517949422201)  --> STEP: 25 | > loss_disc: 2.3111915588378906 (2.289214129447937) | > loss_disc_real_0: 0.09695035219192505 (0.08795819222927094) | > loss_disc_real_1: 0.2409905046224594 (0.22065403282642365) | > loss_disc_real_2: 0.25792208313941956 (0.23999937534332275) | > loss_disc_real_3: 0.22671474516391754 (0.25897432029247286) | > loss_disc_real_4: 0.25335168838500977 (0.2340530824661255) | > loss_disc_real_5: 0.23713018000125885 (0.21621538788080216) | > loss_0: 2.3111915588378906 (2.289214129447937) | > loss_gen: 2.5826573371887207 (2.5083212184906) | > loss_kl: 1.8272887468338013 (2.0869963455200202) | > loss_feat: 6.849781036376953 (7.10130313873291) | > loss_mel: 18.565563201904297 (20.448562660217284) | > loss_duration: 2.3583927154541016 (2.257535982131958) | > loss_1: 32.183685302734375 (34.4027197265625)  --> STEP: 26 | > loss_disc: 2.545940637588501 (2.2990882259148817) | > loss_disc_real_0: 0.02667343057692051 (0.08560108601187284) | > loss_disc_real_1: 0.13054047524929047 (0.21718812676576468) | > loss_disc_real_2: 0.13123966753482819 (0.23581630965838066) | > loss_disc_real_3: 0.23100972175598145 (0.2578987588103001) | > loss_disc_real_4: 0.21979396045207977 (0.2335046546963545) | > loss_disc_real_5: 0.19865387678146362 (0.21553994514621222) | > loss_0: 2.545940637588501 (2.2990882259148817) | > loss_gen: 1.793943166732788 (2.4808451395768376) | > loss_kl: 2.2235472202301025 (2.0922483022396388) | > loss_feat: 8.225955963134766 (7.14455901659452) | > loss_mel: 21.718557357788086 (20.497408610123856) | > loss_duration: 2.287895679473877 (2.2587036627989545) | > loss_1: 36.24989700317383 (34.47376500643217) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023130545249352083 (+8.297883547269368e-05) | > avg_loss_disc: 2.2990882259148817 (-0.06640492494289685) | > avg_loss_disc_real_0: 0.08560108601187284 (-0.010432522529019758) | > avg_loss_disc_real_1: 0.21718812676576468 (+0.03365200786636427) | > avg_loss_disc_real_2: 0.23581630965838066 (-0.003921647197925121) | > avg_loss_disc_real_3: 0.2578987588103001 (-0.00086109970624626) | > avg_loss_disc_real_4: 0.2335046546963545 (+0.001068834501963406) | > avg_loss_disc_real_5: 0.21553994514621222 (-0.004712680211433978) | > avg_loss_0: 2.2990882259148817 (-0.06640492494289685) | > avg_loss_gen: 2.4808451395768376 (+0.11002165537613973) | > avg_loss_kl: 2.0922483022396388 (+0.13712291075633187) | > avg_loss_feat: 7.14455901659452 (+0.24523573655348496) | > avg_loss_mel: 20.497408610123856 (+0.2353534331688536) | > avg_loss_duration: 2.2587036627989545 (-0.006382199434134428) | > avg_loss_1: 34.47376500643217 (+0.7213518436138457)  > EPOCH: 91/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:56:12)   --> TIME: 2024-06-10 18:56:19 -- STEP: 19/330 -- GLOBAL_STEP: 118050 | > loss_disc: 2.210304021835327 (2.3270256393834163) | > loss_disc_real_0: 0.0994400680065155 (0.11965163522645046) | > loss_disc_real_1: 0.1589680165052414 (0.191095874497765) | > loss_disc_real_2: 0.19443368911743164 (0.21909116208553314) | > loss_disc_real_3: 0.20957832038402557 (0.23057925701141357) | > loss_disc_real_4: 0.19592918455600739 (0.22059952428466395) | > loss_disc_real_5: 0.18456904590129852 (0.2224072610077105) | > loss_0: 2.210304021835327 (2.3270256393834163) | > grad_norm_0: tensor(9.3849, device='cuda:0') (tensor(9.6776, device='cuda:0')) | > loss_gen: 2.476745843887329 (2.501092182962518) | > loss_kl: 1.7808609008789062 (1.5885341418416876) | > loss_feat: 7.996595859527588 (6.872684779920076) | > loss_mel: 21.249134063720703 (20.448336450677168) | > loss_duration: 2.138817548751831 (2.2176286797774467) | > loss_1: 35.642154693603516 (33.62827592147024) | > grad_norm_1: tensor(85.4987, device='cuda:0') (tensor(102.7718, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3284 (0.3343110210017154) | > loader_time: 0.0036 (0.002985289222315738)  --> TIME: 2024-06-10 18:56:28 -- STEP: 44/330 -- GLOBAL_STEP: 118075 | > loss_disc: 2.3476521968841553 (2.290276299823414) | > loss_disc_real_0: 0.1059800460934639 (0.11853321269154549) | > loss_disc_real_1: 0.13371075689792633 (0.19636311890049415) | > loss_disc_real_2: 0.21786847710609436 (0.21527048335833984) | > loss_disc_real_3: 0.213836207985878 (0.22417223250324075) | > loss_disc_real_4: 0.19840095937252045 (0.21632825989614834) | > loss_disc_real_5: 0.21194998919963837 (0.21496379680254243) | > loss_0: 2.3476521968841553 (2.290276299823414) | > grad_norm_0: tensor(20.5408, device='cuda:0') (tensor(11.6092, device='cuda:0')) | > loss_gen: 2.366978406906128 (2.5468298521908843) | > loss_kl: 1.5343667268753052 (1.576541859995235) | > loss_feat: 7.24444055557251 (7.085055947303772) | > loss_mel: 20.255075454711914 (20.28615036877719) | > loss_duration: 2.024136543273926 (2.144416299733247) | > loss_1: 33.42499542236328 (33.63899434696544) | > grad_norm_1: tensor(236.9135, device='cuda:0') (tensor(142.5053, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3459 (0.3354609175161882) | > loader_time: 0.0033 (0.003177268938584761)  --> TIME: 2024-06-10 18:56:37 -- STEP: 69/330 -- GLOBAL_STEP: 118100 | > loss_disc: 2.2673070430755615 (2.268246778543445) | > loss_disc_real_0: 0.1260259598493576 (0.114405264996964) | > loss_disc_real_1: 0.21904921531677246 (0.19813340643177862) | > loss_disc_real_2: 0.20996293425559998 (0.21376316249370575) | > loss_disc_real_3: 0.21667525172233582 (0.21997749503108038) | > loss_disc_real_4: 0.22745436429977417 (0.21315423690754434) | > loss_disc_real_5: 0.1688171625137329 (0.2110965038123338) | > loss_0: 2.2673070430755615 (2.268246778543445) | > grad_norm_0: tensor(24.9828, device='cuda:0') (tensor(12.6436, device='cuda:0')) | > loss_gen: 2.7711591720581055 (2.567564342332922) | > loss_kl: 1.7572202682495117 (1.5839901799740999) | > loss_feat: 7.332232475280762 (7.153683379076529) | > loss_mel: 19.281808853149414 (20.227630394092504) | > loss_duration: 2.02805757522583 (2.1166739809340314) | > loss_1: 33.17047882080078 (33.64954224185667) | > grad_norm_1: tensor(416.9826, device='cuda:0') (tensor(172.0236, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.344 (0.340354235275932) | > loader_time: 0.0033 (0.003269606742306032)  --> TIME: 2024-06-10 18:56:45 -- STEP: 94/330 -- GLOBAL_STEP: 118125 | > loss_disc: 2.2485764026641846 (2.2734175641485987) | > loss_disc_real_0: 0.1427597999572754 (0.11473119036948427) | > loss_disc_real_1: 0.18195709586143494 (0.2014369729985582) | > loss_disc_real_2: 0.20387549698352814 (0.21405704049987992) | > loss_disc_real_3: 0.1991313099861145 (0.22217830222971896) | > loss_disc_real_4: 0.21441306173801422 (0.21460073298596322) | > loss_disc_real_5: 0.21521411836147308 (0.21304431304018548) | > loss_0: 2.2485764026641846 (2.2734175641485987) | > grad_norm_0: tensor(8.2945, device='cuda:0') (tensor(13.9300, device='cuda:0')) | > loss_gen: 2.489670515060425 (2.5832058394208857) | > loss_kl: 1.552939772605896 (1.589329057551445) | > loss_feat: 7.357133388519287 (7.211382602123504) | > loss_mel: 19.987363815307617 (20.21939870144458) | > loss_duration: 2.114694595336914 (2.105099467521018) | > loss_1: 33.501800537109375 (33.7084155995795) | > grad_norm_1: tensor(103.8440, device='cuda:0') (tensor(193.6301, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3604 (0.3421034914381961) | > loader_time: 0.0036 (0.003363875632590436)  --> TIME: 2024-06-10 18:56:54 -- STEP: 119/330 -- GLOBAL_STEP: 118150 | > loss_disc: 2.3172664642333984 (2.269642669613623) | > loss_disc_real_0: 0.10707329213619232 (0.11367858702144704) | > loss_disc_real_1: 0.18715167045593262 (0.20034965860242604) | > loss_disc_real_2: 0.19482307136058807 (0.21446223181335863) | > loss_disc_real_3: 0.2479846030473709 (0.22241085442174383) | > loss_disc_real_4: 0.24047218263149261 (0.21350840748358174) | > loss_disc_real_5: 0.20581740140914917 (0.21253168658048166) | > loss_0: 2.3172664642333984 (2.269642669613623) | > grad_norm_0: tensor(31.6585, device='cuda:0') (tensor(15.1915, device='cuda:0')) | > loss_gen: 2.617097854614258 (2.5919916349298804) | > loss_kl: 1.8434258699417114 (1.598077119899397) | > loss_feat: 7.243678092956543 (7.258926672094009) | > loss_mel: 20.875154495239258 (20.222375805638414) | > loss_duration: 2.063983678817749 (2.100312645695789) | > loss_1: 34.64333724975586 (33.77168381314316) | > grad_norm_1: tensor(366.1111, device='cuda:0') (tensor(211.3929, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3443 (0.34428398348704103) | > loader_time: 0.0037 (0.0034531665449382878)  --> TIME: 2024-06-10 18:57:04 -- STEP: 144/330 -- GLOBAL_STEP: 118175 | > loss_disc: 2.2256367206573486 (2.262394823961788) | > loss_disc_real_0: 0.10702939331531525 (0.11395820499294335) | > loss_disc_real_1: 0.20174498856067657 (0.19960612017247412) | > loss_disc_real_2: 0.2202897071838379 (0.2152046024178465) | > loss_disc_real_3: 0.21625173091888428 (0.2216204543494516) | > loss_disc_real_4: 0.21034236252307892 (0.2132525835186243) | > loss_disc_real_5: 0.24087263643741608 (0.21133759307364622) | > loss_0: 2.2256367206573486 (2.262394823961788) | > grad_norm_0: tensor(19.6057, device='cuda:0') (tensor(15.8497, device='cuda:0')) | > loss_gen: 2.65313982963562 (2.597999951905674) | > loss_kl: 1.804532527923584 (1.6115635881821317) | > loss_feat: 7.058616638183594 (7.269776456885868) | > loss_mel: 19.494966506958008 (20.24396504296196) | > loss_duration: 2.069490432739258 (2.1010741707351452) | > loss_1: 33.080745697021484 (33.824379245440156) | > grad_norm_1: tensor(358.0934, device='cuda:0') (tensor(220.4621, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3628 (0.34702276190121967) | > loader_time: 0.0044 (0.003566952215300666)  --> TIME: 2024-06-10 18:57:13 -- STEP: 169/330 -- GLOBAL_STEP: 118200 | > loss_disc: 2.1118414402008057 (2.2582676565858733) | > loss_disc_real_0: 0.10193432867527008 (0.11410155940867035) | > loss_disc_real_1: 0.19639746844768524 (0.19908460480927015) | > loss_disc_real_2: 0.20556847751140594 (0.21451974338328345) | > loss_disc_real_3: 0.21216616034507751 (0.22127083173164955) | > loss_disc_real_4: 0.19385409355163574 (0.21329924296697922) | > loss_disc_real_5: 0.1997368484735489 (0.21118469439314666) | > loss_0: 2.1118414402008057 (2.2582676565858733) | > grad_norm_0: tensor(14.0925, device='cuda:0') (tensor(15.4549, device='cuda:0')) | > loss_gen: 2.8178255558013916 (2.6042831889271025) | > loss_kl: 1.586798071861267 (1.6144615284789956) | > loss_feat: 8.142658233642578 (7.300152646013971) | > loss_mel: 20.17197036743164 (20.23385029854858) | > loss_duration: 2.1187214851379395 (2.102641160671526) | > loss_1: 34.837974548339844 (33.85538878807654) | > grad_norm_1: tensor(91.4735, device='cuda:0') (tensor(211.5647, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3666 (0.35056180784688185) | > loader_time: 0.0045 (0.003686535287890914)  --> TIME: 2024-06-10 18:57:23 -- STEP: 194/330 -- GLOBAL_STEP: 118225 | > loss_disc: 2.3279550075531006 (2.2578318954743057) | > loss_disc_real_0: 0.147312730550766 (0.11477220223582897) | > loss_disc_real_1: 0.21064496040344238 (0.19937237728502336) | > loss_disc_real_2: 0.24935148656368256 (0.21440030995410742) | > loss_disc_real_3: 0.24725070595741272 (0.2210125729595263) | > loss_disc_real_4: 0.2177891582250595 (0.21315698433168156) | > loss_disc_real_5: 0.21969614923000336 (0.21118649287322133) | > loss_0: 2.3279550075531006 (2.2578318954743057) | > grad_norm_0: tensor(15.4005, device='cuda:0') (tensor(15.1427, device='cuda:0')) | > loss_gen: 2.5254907608032227 (2.602936328071909) | > loss_kl: 1.6554105281829834 (1.614035030615699) | > loss_feat: 6.325978755950928 (7.300216328237474) | > loss_mel: 19.291963577270508 (20.198657606065876) | > loss_duration: 2.116431713104248 (2.1073157922508767) | > loss_1: 31.91527557373047 (33.8231610858563) | > grad_norm_1: tensor(211.8119, device='cuda:0') (tensor(205.7993, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.3903 (0.35595178604125977) | > loader_time: 0.0051 (0.0038016469208235594)  --> TIME: 2024-06-10 18:57:33 -- STEP: 219/330 -- GLOBAL_STEP: 118250 | > loss_disc: 2.282306671142578 (2.2565755288894866) | > loss_disc_real_0: 0.1318431794643402 (0.11494083188848409) | > loss_disc_real_1: 0.2073947936296463 (0.19958040655747944) | > loss_disc_real_2: 0.22213874757289886 (0.21399539926825048) | > loss_disc_real_3: 0.20691870152950287 (0.22070409650127637) | > loss_disc_real_4: 0.22805434465408325 (0.2123224124244359) | > loss_disc_real_5: 0.21696974337100983 (0.21102641189479393) | > loss_0: 2.282306671142578 (2.2565755288894866) | > grad_norm_0: tensor(56.0288, device='cuda:0') (tensor(17.0216, device='cuda:0')) | > loss_gen: 2.503883123397827 (2.6077966820703793) | > loss_kl: 1.749122977256775 (1.6149730889220222) | > loss_feat: 7.740517616271973 (7.323957025188289) | > loss_mel: 20.740291595458984 (20.152039723853537) | > loss_duration: 2.15399169921875 (2.1122960576183707) | > loss_1: 34.8878059387207 (33.811062573297896) | > grad_norm_1: tensor(269.8517, device='cuda:0') (tensor(215.6042, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.4129 (0.361327249709874) | > loader_time: 0.0055 (0.003954255961936359)  --> TIME: 2024-06-10 18:57:44 -- STEP: 244/330 -- GLOBAL_STEP: 118275 | > loss_disc: 2.2827577590942383 (2.2569522857666016) | > loss_disc_real_0: 0.10365654528141022 (0.11394018279846574) | > loss_disc_real_1: 0.24195148050785065 (0.2001329934621444) | > loss_disc_real_2: 0.19087907671928406 (0.21415998841651152) | > loss_disc_real_3: 0.2115439772605896 (0.22092178128049023) | > loss_disc_real_4: 0.2161659300327301 (0.21248626861660208) | > loss_disc_real_5: 0.2028505653142929 (0.21082696630085102) | > loss_0: 2.2827577590942383 (2.2569522857666016) | > grad_norm_0: tensor(9.5093, device='cuda:0') (tensor(18.0852, device='cuda:0')) | > loss_gen: 2.5725479125976562 (2.6133905512387634) | > loss_kl: 1.6415408849716187 (1.6181049122185007) | > loss_feat: 7.7816314697265625 (7.329065842706649) | > loss_mel: 20.07819366455078 (20.129920850034615) | > loss_duration: 2.1192030906677246 (2.11899865553027) | > loss_1: 34.193115234375 (33.80948079218627) | > grad_norm_1: tensor(390.0580, device='cuda:0') (tensor(218.6371, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.4294 (0.36706285007664413) | > loader_time: 0.0054 (0.0041072886498248005)  --> TIME: 2024-06-10 18:57:55 -- STEP: 269/330 -- GLOBAL_STEP: 118300 | > loss_disc: 2.17635178565979 (2.2538379098402967) | > loss_disc_real_0: 0.09463278949260712 (0.11364936485166444) | > loss_disc_real_1: 0.1874607801437378 (0.20011092517455714) | > loss_disc_real_2: 0.192951962351799 (0.21421842786680811) | > loss_disc_real_3: 0.23094730079174042 (0.22062890381174902) | > loss_disc_real_4: 0.20079302787780762 (0.21169337652429773) | > loss_disc_real_5: 0.20986691117286682 (0.20976776211456738) | > loss_0: 2.17635178565979 (2.2538379098402967) | > grad_norm_0: tensor(11.3476, device='cuda:0') (tensor(17.7378, device='cuda:0')) | > loss_gen: 2.755589246749878 (2.6182897064322432) | > loss_kl: 1.7096359729766846 (1.6231208738341212) | > loss_feat: 8.255309104919434 (7.379748386964479) | > loss_mel: 20.06418800354004 (20.106488273932584) | > loss_duration: 2.2002241611480713 (2.1253016163425347) | > loss_1: 34.984947204589844 (33.852948837563865) | > grad_norm_1: tensor(397.2004, device='cuda:0') (tensor(218.2049, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.4255 (0.37182022204629545) | > loader_time: 0.006 (0.0042571684684895245)  --> TIME: 2024-06-10 18:58:06 -- STEP: 294/330 -- GLOBAL_STEP: 118325 | > loss_disc: 2.339813709259033 (2.2515259153988887) | > loss_disc_real_0: 0.15579062700271606 (0.11392992818538024) | > loss_disc_real_1: 0.20954109728336334 (0.20081569137824637) | > loss_disc_real_2: 0.2662090063095093 (0.21413776957664366) | > loss_disc_real_3: 0.21995960175991058 (0.22000905379754346) | > loss_disc_real_4: 0.2044258564710617 (0.21143321718285688) | > loss_disc_real_5: 0.22002843022346497 (0.20933598452279364) | > loss_0: 2.339813709259033 (2.2515259153988887) | > grad_norm_0: tensor(48.1801, device='cuda:0') (tensor(18.7950, device='cuda:0')) | > loss_gen: 2.5969913005828857 (2.6260871157354244) | > loss_kl: 1.6804450750350952 (1.6269151462989602) | > loss_feat: 8.04536247253418 (7.4147459455087885) | > loss_mel: 21.044597625732422 (20.091557587085116) | > loss_duration: 2.2525782585144043 (2.1335199284715682) | > loss_1: 35.61997604370117 (33.892825678092265) | > grad_norm_1: tensor(351.0931, device='cuda:0') (tensor(228.1884, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.4463 (0.3771507391313305) | > loader_time: 0.0066 (0.004422623284009041)  --> TIME: 2024-06-10 18:58:19 -- STEP: 319/330 -- GLOBAL_STEP: 118350 | > loss_disc: 2.1000168323516846 (2.2534734784248833) | > loss_disc_real_0: 0.08249759674072266 (0.11419189004315104) | > loss_disc_real_1: 0.1723777949810028 (0.2013010478412096) | > loss_disc_real_2: 0.20527462661266327 (0.21382867388403906) | > loss_disc_real_3: 0.18409594893455505 (0.22039023289299312) | > loss_disc_real_4: 0.19272541999816895 (0.21185467520664483) | > loss_disc_real_5: 0.20995938777923584 (0.20948445927760448) | > loss_0: 2.1000168323516846 (2.2534734784248833) | > grad_norm_0: tensor(26.3922, device='cuda:0') (tensor(20.0583, device='cuda:0')) | > loss_gen: 2.720059633255005 (2.630666433083227) | > loss_kl: 1.6287658214569092 (1.6336006927639712) | > loss_feat: 9.276090621948242 (7.46206403301801) | > loss_mel: 19.892210006713867 (20.06587450033445) | > loss_duration: 2.3117835521698 (2.146051499537163) | > loss_1: 35.82890701293945 (33.938257091845074) | > grad_norm_1: tensor(431.1790, device='cuda:0') (tensor(241.1881, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.5587 (0.38780651570861235) | > loader_time: 0.008 (0.00466803323512541)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.298046350479126 (2.298046350479126) | > loss_disc_real_0: 0.10732569545507431 (0.10732569545507431) | > loss_disc_real_1: 0.21848295629024506 (0.21848295629024506) | > loss_disc_real_2: 0.2534049153327942 (0.2534049153327942) | > loss_disc_real_3: 0.20636829733848572 (0.20636829733848572) | > loss_disc_real_4: 0.10418438166379929 (0.10418438166379929) | > loss_disc_real_5: 0.13796335458755493 (0.13796335458755493) | > loss_0: 2.298046350479126 (2.298046350479126) | > loss_gen: 2.0351665019989014 (2.0351665019989014) | > loss_kl: 1.8925265073776245 (1.8925265073776245) | > loss_feat: 5.112095355987549 (5.112095355987549) | > loss_mel: 17.839187622070312 (17.839187622070312) | > loss_duration: 2.780679941177368 (2.780679941177368) | > loss_1: 29.65965461730957 (29.65965461730957)  --> STEP: 1 | > loss_disc: 2.2432501316070557 (2.2432501316070557) | > loss_disc_real_0: 0.08342476189136505 (0.08342476189136505) | > loss_disc_real_1: 0.22776468098163605 (0.22776468098163605) | > loss_disc_real_2: 0.21946457028388977 (0.21946457028388977) | > loss_disc_real_3: 0.24201250076293945 (0.24201250076293945) | > loss_disc_real_4: 0.197679802775383 (0.197679802775383) | > loss_disc_real_5: 0.20191025733947754 (0.20191025733947754) | > loss_0: 2.2432501316070557 (2.2432501316070557) | > loss_gen: 2.49222993850708 (2.49222993850708) | > loss_kl: 1.5835586786270142 (1.5835586786270142) | > loss_feat: 7.436661720275879 (7.436661720275879) | > loss_mel: 21.79637336730957 (21.79637336730957) | > loss_duration: 2.328627109527588 (2.328627109527588) | > loss_1: 35.637451171875 (35.637451171875)  --> STEP: 2 | > loss_disc: 2.5431885719299316 (2.3932193517684937) | > loss_disc_real_0: 0.029777593910694122 (0.05660117790102959) | > loss_disc_real_1: 0.2530253231525421 (0.24039500206708908) | > loss_disc_real_2: 0.2973763942718506 (0.2584204822778702) | > loss_disc_real_3: 0.3967997133731842 (0.31940610706806183) | > loss_disc_real_4: 0.3159582316875458 (0.2568190172314644) | > loss_disc_real_5: 0.32773715257644653 (0.26482370495796204) | > loss_0: 2.5431885719299316 (2.3932193517684937) | > loss_gen: 2.599177360534668 (2.545703649520874) | > loss_kl: 2.5681681632995605 (2.0758634209632874) | > loss_feat: 5.321258068084717 (6.378959894180298) | > loss_mel: 20.230297088623047 (21.01333522796631) | > loss_duration: 2.3877675533294678 (2.358197331428528) | > loss_1: 33.10667037963867 (34.372060775756836)  --> STEP: 3 | > loss_disc: 2.2855873107910156 (2.357342004776001) | > loss_disc_real_0: 0.0472685843706131 (0.053490313390890755) | > loss_disc_real_1: 0.2764090895652771 (0.2523996978998184) | > loss_disc_real_2: 0.2519369125366211 (0.2562592923641205) | > loss_disc_real_3: 0.20811782777309418 (0.28231001396973926) | > loss_disc_real_4: 0.21263428032398224 (0.242090771595637) | > loss_disc_real_5: 0.20834289491176605 (0.2459967682758967) | > loss_0: 2.2855873107910156 (2.357342004776001) | > loss_gen: 2.5700783729553223 (2.553828557332357) | > loss_kl: 2.5286874771118164 (2.226804773012797) | > loss_feat: 5.8791069984436035 (6.212342262268066) | > loss_mel: 21.815149307250977 (21.280606587727863) | > loss_duration: 2.1616570949554443 (2.2926839192708335) | > loss_1: 34.95467758178711 (34.56626637776693)  --> STEP: 4 | > loss_disc: 2.046710252761841 (2.279684066772461) | > loss_disc_real_0: 0.09330996870994568 (0.06344522722065449) | > loss_disc_real_1: 0.2109508216381073 (0.24203747883439064) | > loss_disc_real_2: 0.2500379979610443 (0.25470396876335144) | > loss_disc_real_3: 0.21842236816883087 (0.2663381025195122) | > loss_disc_real_4: 0.13861021399497986 (0.21622063219547272) | > loss_disc_real_5: 0.17399579286575317 (0.22799652442336082) | > loss_0: 2.046710252761841 (2.279684066772461) | > loss_gen: 2.5972559452056885 (2.5646854043006897) | > loss_kl: 2.23077654838562 (2.227797716856003) | > loss_feat: 8.932821273803711 (6.8924620151519775) | > loss_mel: 20.627241134643555 (21.117265224456787) | > loss_duration: 2.292189121246338 (2.2925602197647095) | > loss_1: 36.6802864074707 (35.09477138519287)  --> STEP: 5 | > loss_disc: 2.152045488357544 (2.2541563510894775) | > loss_disc_real_0: 0.13495196402072906 (0.0777465745806694) | > loss_disc_real_1: 0.2647193968296051 (0.24657386243343354) | > loss_disc_real_2: 0.22519534826278687 (0.24880224466323853) | > loss_disc_real_3: 0.22089555859565735 (0.2572495937347412) | > loss_disc_real_4: 0.1361721307039261 (0.20021093189716338) | > loss_disc_real_5: 0.16167962551116943 (0.21473314464092255) | > loss_0: 2.152045488357544 (2.2541563510894775) | > loss_gen: 2.479339599609375 (2.5476162433624268) | > loss_kl: 2.4224064350128174 (2.2667194604873657) | > loss_feat: 6.268330097198486 (6.767635631561279) | > loss_mel: 21.007469177246094 (21.09530601501465) | > loss_duration: 2.365175724029541 (2.307083320617676) | > loss_1: 34.542720794677734 (34.984361267089845)  --> STEP: 6 | > loss_disc: 2.5235238075256348 (2.2990509271621704) | > loss_disc_real_0: 0.17022478580474854 (0.09315960978468259) | > loss_disc_real_1: 0.21691937744617462 (0.24163144826889038) | > loss_disc_real_2: 0.37119078636169434 (0.2692003349463145) | > loss_disc_real_3: 0.295269638299942 (0.26358626782894135) | > loss_disc_real_4: 0.24482277035713196 (0.20764623830715814) | > loss_disc_real_5: 0.230772465467453 (0.2174063647786776) | > loss_0: 2.5235238075256348 (2.2990509271621704) | > loss_gen: 2.6008033752441406 (2.5564807653427124) | > loss_kl: 1.2953802347183228 (2.1048295895258584) | > loss_feat: 5.999871730804443 (6.63967498143514) | > loss_mel: 21.981904983520508 (21.243072509765625) | > loss_duration: 2.1275055408477783 (2.2771536906560264) | > loss_1: 34.00546646118164 (34.82121213277181)  --> STEP: 7 | > loss_disc: 2.3235764503479004 (2.30255457333156) | > loss_disc_real_0: 0.066307432949543 (0.08932358452251979) | > loss_disc_real_1: 0.18717384338378906 (0.23385179042816162) | > loss_disc_real_2: 0.20245084166526794 (0.2596646930490221) | > loss_disc_real_3: 0.24002762138843536 (0.26022074690886904) | > loss_disc_real_4: 0.22480204701423645 (0.21009706812245504) | > loss_disc_real_5: 0.24874545633792877 (0.22188337785857065) | > loss_0: 2.3235764503479004 (2.30255457333156) | > loss_gen: 2.215975046157837 (2.5078370911734447) | > loss_kl: 2.2979962825775146 (2.132424831390381) | > loss_feat: 5.06883430480957 (6.41526917048863) | > loss_mel: 19.28067398071289 (20.962729862758092) | > loss_duration: 2.38039493560791 (2.2919024399348666) | > loss_1: 31.243873596191406 (34.31016377040318)  --> STEP: 8 | > loss_disc: 1.7885171175003052 (2.2382998913526535) | > loss_disc_real_0: 0.0872211679816246 (0.0890607824549079) | > loss_disc_real_1: 0.13502143323421478 (0.22149799577891827) | > loss_disc_real_2: 0.2200072854757309 (0.2547075171023607) | > loss_disc_real_3: 0.13964839279651642 (0.24514920264482495) | > loss_disc_real_4: 0.15719455480575562 (0.20348425395786762) | > loss_disc_real_5: 0.1264459639787674 (0.20995370112359524) | > loss_0: 1.7885171175003052 (2.2382998913526535) | > loss_gen: 2.6512253284454346 (2.5257606208324432) | > loss_kl: 1.9304403066635132 (2.1071767657995224) | > loss_feat: 11.1664400100708 (7.009165525436401) | > loss_mel: 22.386394500732422 (21.140687942504883) | > loss_duration: 2.156430244445801 (2.2749684154987335) | > loss_1: 40.290931701660156 (35.0577597618103)  --> STEP: 9 | > loss_disc: 2.7621026039123535 (2.2965001927481756) | > loss_disc_real_0: 0.15927597880363464 (0.09686247093809976) | > loss_disc_real_1: 0.21984000504016876 (0.22131377458572388) | > loss_disc_real_2: 0.3651680052280426 (0.26698090467188096) | > loss_disc_real_3: 0.25893303751945496 (0.2466807398531172) | > loss_disc_real_4: 0.2818150818347931 (0.21218767927752602) | > loss_disc_real_5: 0.25720325112342834 (0.2152036511235767) | > loss_0: 2.7621026039123535 (2.2965001927481756) | > loss_gen: 2.416792631149292 (2.5136530664232044) | > loss_kl: 2.6670432090759277 (2.16938414838579) | > loss_feat: 8.81942367553711 (7.2103053198920355) | > loss_mel: 19.445165634155273 (20.95229657491048) | > loss_duration: 2.10701847076416 (2.2563073105282254) | > loss_1: 35.4554443359375 (35.101946936713325)  --> STEP: 10 | > loss_disc: 2.1474735736846924 (2.2815975308418275) | > loss_disc_real_0: 0.042380474507808685 (0.09141427129507065) | > loss_disc_real_1: 0.20730441808700562 (0.21991283893585206) | > loss_disc_real_2: 0.2619057297706604 (0.2664733871817589) | > loss_disc_real_3: 0.1524651050567627 (0.23725917637348176) | > loss_disc_real_4: 0.09097139537334442 (0.20006605088710785) | > loss_disc_real_5: 0.13683106005191803 (0.20736639201641083) | > loss_0: 2.1474735736846924 (2.2815975308418275) | > loss_gen: 2.0921733379364014 (2.4715050935745237) | > loss_kl: 1.693248987197876 (2.1217706322669985) | > loss_feat: 5.738580703735352 (7.063132858276367) | > loss_mel: 18.236753463745117 (20.680742263793945) | > loss_duration: 2.2388410568237305 (2.254560685157776) | > loss_1: 29.999595642089844 (34.591711807250974)  --> STEP: 11 | > loss_disc: 2.2268612384796143 (2.2766215042634443) | > loss_disc_real_0: 0.0335494689643383 (0.08615383471954953) | > loss_disc_real_1: 0.267299085855484 (0.22422067956490951) | > loss_disc_real_2: 0.3388509750366211 (0.2730531678958373) | > loss_disc_real_3: 0.3311617076396942 (0.2457957701249556) | > loss_disc_real_4: 0.2974790036678314 (0.20892177386717362) | > loss_disc_real_5: 0.21688461303710938 (0.20823168483647433) | > loss_0: 2.2268612384796143 (2.2766215042634443) | > loss_gen: 3.125947952270508 (2.5309998989105225) | > loss_kl: 2.9378929138183594 (2.195963566953486) | > loss_feat: 7.704482078552246 (7.121437332846901) | > loss_mel: 19.53488540649414 (20.57657345858487) | > loss_duration: 2.3797719478607178 (2.2659435272216797) | > loss_1: 35.682979583740234 (34.69091796875)  --> STEP: 12 | > loss_disc: 2.3598992824554443 (2.2835613191127777) | > loss_disc_real_0: 0.04736756533384323 (0.082921645604074) | > loss_disc_real_1: 0.25594571232795715 (0.22686443229516348) | > loss_disc_real_2: 0.32714492082595825 (0.27756081397334736) | > loss_disc_real_3: 0.2996179759502411 (0.2502809539437294) | > loss_disc_real_4: 0.24147561192512512 (0.21163459370533624) | > loss_disc_real_5: 0.28438591957092285 (0.21457787106434503) | > loss_0: 2.3598992824554443 (2.2835613191127777) | > loss_gen: 2.825218677520752 (2.5555181304613748) | > loss_kl: 1.816428780555725 (2.1643356680870056) | > loss_feat: 5.756896018981934 (7.007725556691487) | > loss_mel: 19.536237716674805 (20.4898788134257) | > loss_duration: 2.2083330154418945 (2.2611426512400308) | > loss_1: 32.14311218261719 (34.4786008199056)  --> STEP: 13 | > loss_disc: 2.429779529571533 (2.294808873763451) | > loss_disc_real_0: 0.03235822916030884 (0.07903215203147668) | > loss_disc_real_1: 0.3488570749759674 (0.23624848173214838) | > loss_disc_real_2: 0.36018499732017517 (0.28391652038464177) | > loss_disc_real_3: 0.30098870396614075 (0.2541815500992995) | > loss_disc_real_4: 0.24226535856723785 (0.213990806387021) | > loss_disc_real_5: 0.23071274161338806 (0.21581901495273298) | > loss_0: 2.429779529571533 (2.294808873763451) | > loss_gen: 2.9108755588531494 (2.582853317260742) | > loss_kl: 2.2478981018066406 (2.1707635476039004) | > loss_feat: 7.828082084655762 (7.070829904996431) | > loss_mel: 18.8066349029541 (20.360398512620193) | > loss_duration: 2.0919852256774902 (2.248130541581374) | > loss_1: 33.885475158691406 (34.43297576904297)  --> STEP: 14 | > loss_disc: 2.414787530899048 (2.303378777844565) | > loss_disc_real_0: 0.0544472299516201 (0.07727608616862978) | > loss_disc_real_1: 0.20982004702091217 (0.2343607363956315) | > loss_disc_real_2: 0.17538729310035706 (0.27616443272147856) | > loss_disc_real_3: 0.19850455224514008 (0.25020462168114527) | > loss_disc_real_4: 0.13345283269882202 (0.20823809398072107) | > loss_disc_real_5: 0.17908626794815063 (0.2131952473095485) | > loss_0: 2.414787530899048 (2.303378777844565) | > loss_gen: 1.907874345779419 (2.534640533583505) | > loss_kl: 2.1877079010009766 (2.1719738585608344) | > loss_feat: 6.178620338439941 (7.007100650242397) | > loss_mel: 20.940277099609375 (20.401818411690847) | > loss_duration: 2.330671787261963 (2.254026344844273) | > loss_1: 33.5451545715332 (34.369559969220845)  --> STEP: 15 | > loss_disc: 2.5535342693328857 (2.3200558106104534) | > loss_disc_real_0: 0.20308715105056763 (0.0856634904940923) | > loss_disc_real_1: 0.21431927382946014 (0.2330246388912201) | > loss_disc_real_2: 0.2989494800567627 (0.2776834358771642) | > loss_disc_real_3: 0.2733699083328247 (0.2517489741245906) | > loss_disc_real_4: 0.22383137047290802 (0.20927764574686686) | > loss_disc_real_5: 0.3049481511116028 (0.2193121075630188) | > loss_0: 2.5535342693328857 (2.3200558106104534) | > loss_gen: 2.3946807384490967 (2.5253098805745444) | > loss_kl: 2.0691442489624023 (2.1651185512542725) | > loss_feat: 6.374899864196777 (6.964953931172689) | > loss_mel: 20.14225196838379 (20.384513982137044) | > loss_duration: 2.2801899909973145 (2.2557705879211425) | > loss_1: 33.261165618896484 (34.295667012532554)  --> STEP: 16 | > loss_disc: 2.1751224994659424 (2.3109974786639214) | > loss_disc_real_0: 0.04065979644656181 (0.08285075961612165) | > loss_disc_real_1: 0.21110956370830536 (0.23165494669228792) | > loss_disc_real_2: 0.3435225784778595 (0.28179838228970766) | > loss_disc_real_3: 0.25996407866477966 (0.2522624181583524) | > loss_disc_real_4: 0.20613448321819305 (0.20908119808882475) | > loss_disc_real_5: 0.17316460609436035 (0.21642788872122765) | > loss_0: 2.1751224994659424 (2.3109974786639214) | > loss_gen: 2.860081195831299 (2.5462330877780914) | > loss_kl: 1.8368372917175293 (2.144600972533226) | > loss_feat: 8.381556510925293 (7.053491592407227) | > loss_mel: 17.258201599121094 (20.189119458198547) | > loss_duration: 2.3419532775878906 (2.2611570060253143) | > loss_1: 32.678627014160156 (34.19460201263428)  --> STEP: 17 | > loss_disc: 2.505462169647217 (2.322436578133527) | > loss_disc_real_0: 0.060425736010074615 (0.08153164058047183) | > loss_disc_real_1: 0.1813220977783203 (0.22869419087381923) | > loss_disc_real_2: 0.26717546582221985 (0.2809382107327966) | > loss_disc_real_3: 0.27346283197402954 (0.2535095013239804) | > loss_disc_real_4: 0.23284146189689636 (0.21047886066577015) | > loss_disc_real_5: 0.21790426969528198 (0.2165147346608779) | > loss_0: 2.505462169647217 (2.322436578133527) | > loss_gen: 2.11864972114563 (2.5210811250350056) | > loss_kl: 1.5188007354736328 (2.107789193882662) | > loss_feat: 6.176272392272949 (7.001890462987563) | > loss_mel: 19.781587600708008 (20.165146995993222) | > loss_duration: 2.361478805541992 (2.267058288349825) | > loss_1: 31.956790924072266 (34.06296606624828)  --> STEP: 18 | > loss_disc: 2.0954596996307373 (2.309826751550039) | > loss_disc_real_0: 0.07870020717382431 (0.08137433872454697) | > loss_disc_real_1: 0.16104678809642792 (0.22493600183063084) | > loss_disc_real_2: 0.24268896877765656 (0.27881325284639996) | > loss_disc_real_3: 0.1587662398815155 (0.24824598679939905) | > loss_disc_real_4: 0.1959354728460312 (0.20967089467578465) | > loss_disc_real_5: 0.12608495354652405 (0.21149085793230268) | > loss_0: 2.0954596996307373 (2.309826751550039) | > loss_gen: 2.310286045074463 (2.50937028725942) | > loss_kl: 2.0281882286071777 (2.1033669180340238) | > loss_feat: 8.142670631408691 (7.06526713901096) | > loss_mel: 18.030405044555664 (20.046550220913357) | > loss_duration: 2.18839693069458 (2.2626882129245334) | > loss_1: 32.699947357177734 (33.98724280463325)  --> STEP: 19 | > loss_disc: 2.167994499206543 (2.302361896163539) | > loss_disc_real_0: 0.08550900220870972 (0.08159195259213448) | > loss_disc_real_1: 0.17384915053844452 (0.22224722018367365) | > loss_disc_real_2: 0.18946337699890137 (0.27411062780179474) | > loss_disc_real_3: 0.18076546490192413 (0.24469438038374247) | > loss_disc_real_4: 0.27759459614753723 (0.21324582633219266) | > loss_disc_real_5: 0.17433124780654907 (0.20953508897831566) | > loss_0: 2.167994499206543 (2.302361896163539) | > loss_gen: 2.258546829223633 (2.4961690526259575) | > loss_kl: 1.555517315864563 (2.074532728446157) | > loss_feat: 7.099987030029297 (7.067094501696135) | > loss_mel: 18.952362060546875 (19.988961370367754) | > loss_duration: 2.3475005626678467 (2.2671520208057605) | > loss_1: 32.21391296386719 (33.893909655119245)  --> STEP: 20 | > loss_disc: 1.9278709888458252 (2.2836373507976533) | > loss_disc_real_0: 0.09058226644992828 (0.08204146828502416) | > loss_disc_real_1: 0.11905073374509811 (0.2170873958617449) | > loss_disc_real_2: 0.1923520416021347 (0.27002269849181176) | > loss_disc_real_3: 0.24730369448661804 (0.24482484608888627) | > loss_disc_real_4: 0.19154204428195953 (0.212160637229681) | > loss_disc_real_5: 0.15354977548122406 (0.20673582330346107) | > loss_0: 1.9278709888458252 (2.2836373507976533) | > loss_gen: 2.756791591644287 (2.5092001795768737) | > loss_kl: 1.8308583498001099 (2.062349009513855) | > loss_feat: 8.666311264038086 (7.147055339813233) | > loss_mel: 22.02381134033203 (20.090703868865965) | > loss_duration: 2.300950288772583 (2.2688419342041017) | > loss_1: 37.57872009277344 (34.07815017700195)  --> STEP: 21 | > loss_disc: 2.0881540775299072 (2.2743286234991893) | > loss_disc_real_0: 0.0552571602165699 (0.0807660250436692) | > loss_disc_real_1: 0.22360147535800934 (0.21739759012347176) | > loss_disc_real_2: 0.23506344854831696 (0.2683579723040263) | > loss_disc_real_3: 0.2471984624862671 (0.24493787544114248) | > loss_disc_real_4: 0.2766987085342407 (0.21523387872037433) | > loss_disc_real_5: 0.14967986941337585 (0.20401887311821892) | > loss_0: 2.0881540775299072 (2.2743286234991893) | > loss_gen: 2.683152675628662 (2.517483631769816) | > loss_kl: 2.0819005966186523 (2.0632800374712263) | > loss_feat: 6.376170635223389 (7.110346544356573) | > loss_mel: 21.24799919128418 (20.1458131699335) | > loss_duration: 2.153444290161133 (2.2633468082972934) | > loss_1: 34.54266357421875 (34.10026986258371)  --> STEP: 22 | > loss_disc: 2.2773666381835938 (2.274466715075753) | > loss_disc_real_0: 0.05597516894340515 (0.07963916794820265) | > loss_disc_real_1: 0.25445839762687683 (0.21908217228271745) | > loss_disc_real_2: 0.27045103907585144 (0.2684531117027456) | > loss_disc_real_3: 0.17419472336769104 (0.24172227761962198) | > loss_disc_real_4: 0.1851489394903183 (0.2138663814826445) | > loss_disc_real_5: 0.21342049539089203 (0.2044462195851586) | > loss_0: 2.2773666381835938 (2.274466715075753) | > loss_gen: 2.4694273471832275 (2.5152992551976983) | > loss_kl: 1.6791510581970215 (2.045819629322399) | > loss_feat: 8.6461763381958 (7.180156989531084) | > loss_mel: 19.17723846435547 (20.10178704695268) | > loss_duration: 2.1562957763671875 (2.2584808523004707) | > loss_1: 34.12828826904297 (34.10154342651368)  --> STEP: 23 | > loss_disc: 2.12593412399292 (2.2680087763330214) | > loss_disc_real_0: 0.05288561061024666 (0.07847596980307413) | > loss_disc_real_1: 0.19289785623550415 (0.21794372375892557) | > loss_disc_real_2: 0.2713843584060669 (0.2685805572115857) | > loss_disc_real_3: 0.2588750422000885 (0.24246804999268573) | > loss_disc_real_4: 0.17576858401298523 (0.21220995550570282) | > loss_disc_real_5: 0.17684292793273926 (0.20324607646983603) | > loss_0: 2.12593412399292 (2.2680087763330214) | > loss_gen: 2.4374938011169434 (2.5119164093681006) | > loss_kl: 2.4532570838928223 (2.063534301260243) | > loss_feat: 5.761873245239258 (7.1184924789097) | > loss_mel: 19.311691284179688 (20.0674350572669) | > loss_duration: 2.2549943923950195 (2.25832926708719) | > loss_1: 32.21931076049805 (34.01970722364343)  --> STEP: 24 | > loss_disc: 2.1563613414764404 (2.263356799880664) | > loss_disc_real_0: 0.08840826153755188 (0.07888981529201071) | > loss_disc_real_1: 0.18049459159374237 (0.21638334325204292) | > loss_disc_real_2: 0.24569889903068542 (0.2676271547873815) | > loss_disc_real_3: 0.2554161846637726 (0.24300755560398102) | > loss_disc_real_4: 0.2053011953830719 (0.21192209050059319) | > loss_disc_real_5: 0.17722076177597046 (0.20216168835759163) | > loss_0: 2.1563613414764404 (2.263356799880664) | > loss_gen: 2.534275770187378 (2.5128480494022374) | > loss_kl: 1.9203636646270752 (2.0575688580671945) | > loss_feat: 9.679672241210938 (7.225208302338918) | > loss_mel: 21.38653564453125 (20.122397581736248) | > loss_duration: 2.4117634296417236 (2.264722357193629) | > loss_1: 37.93260955810547 (34.18274482091268)  --> STEP: 25 | > loss_disc: 2.4543309211730957 (2.270995764732361) | > loss_disc_real_0: 0.08070015162229538 (0.07896222874522209) | > loss_disc_real_1: 0.26470810174942017 (0.21831633359193803) | > loss_disc_real_2: 0.33041152358055115 (0.27013852953910833) | > loss_disc_real_3: 0.28139835596084595 (0.2445431876182556) | > loss_disc_real_4: 0.25236308574676514 (0.21353973031044007) | > loss_disc_real_5: 0.20266005396842957 (0.20218162298202513) | > loss_0: 2.4543309211730957 (2.270995764732361) | > loss_gen: 2.444666862487793 (2.51012080192566) | > loss_kl: 1.9130475521087646 (2.0517880058288576) | > loss_feat: 7.554536819458008 (7.238381443023681) | > loss_mel: 19.02234649658203 (20.078395538330078) | > loss_duration: 2.3202013969421387 (2.2669415187835695) | > loss_1: 33.254798889160156 (34.14562698364258)  --> STEP: 26 | > loss_disc: 2.2544074058532715 (2.2703577509293194) | > loss_disc_real_0: 0.08653827011585236 (0.07925361495178479) | > loss_disc_real_1: 0.0861825942993164 (0.21323426669606796) | > loss_disc_real_2: 0.2397419512271881 (0.26896943037326526) | > loss_disc_real_3: 0.06741399317979813 (0.23773052629369956) | > loss_disc_real_4: 0.13934648036956787 (0.21068614377425268) | > loss_disc_real_5: 0.034014396369457245 (0.19571365272769561) | > loss_0: 2.2544074058532715 (2.2703577509293194) | > loss_gen: 1.8174452781677246 (2.483479435627278) | > loss_kl: 2.299541711807251 (2.0613169945203342) | > loss_feat: 16.128747940063477 (7.580318615986751) | > loss_mel: 23.9809627532959 (20.228494277367226) | > loss_duration: 2.2783074378967285 (2.267378669518691) | > loss_1: 46.5050048828125 (34.62098767207219) --> EVAL PERFORMANCE | > avg_loader_time: 0.002400370744558482 (+8.73162196232736e-05) | > avg_loss_disc: 2.2703577509293194 (-0.02873047498556236) | > avg_loss_disc_real_0: 0.07925361495178479 (-0.006347471060088053) | > avg_loss_disc_real_1: 0.21323426669606796 (-0.003953860069696724) | > avg_loss_disc_real_2: 0.26896943037326526 (+0.033153120714884604) | > avg_loss_disc_real_3: 0.23773052629369956 (-0.02016823251660055) | > avg_loss_disc_real_4: 0.21068614377425268 (-0.022818510922101826) | > avg_loss_disc_real_5: 0.19571365272769561 (-0.019826292418516606) | > avg_loss_0: 2.2703577509293194 (-0.02873047498556236) | > avg_loss_gen: 2.483479435627278 (+0.002634296050440188) | > avg_loss_kl: 2.0613169945203342 (-0.030931307719304524) | > avg_loss_feat: 7.580318615986751 (+0.43575959939223097) | > avg_loss_mel: 20.228494277367226 (-0.2689143327566299) | > avg_loss_duration: 2.267378669518691 (+0.008675006719736533) | > avg_loss_1: 34.62098767207219 (+0.1472226656400224)  > EPOCH: 92/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 18:58:44)   --> TIME: 2024-06-10 18:58:50 -- STEP: 14/330 -- GLOBAL_STEP: 118375 | > loss_disc: 2.325934410095215 (2.3345154523849487) | > loss_disc_real_0: 0.12040422856807709 (0.1201696704540934) | > loss_disc_real_1: 0.24100753664970398 (0.202839372413499) | > loss_disc_real_2: 0.2815667390823364 (0.2228517425911767) | > loss_disc_real_3: 0.22179315984249115 (0.22592703891651972) | > loss_disc_real_4: 0.20490165054798126 (0.21498716090406692) | > loss_disc_real_5: 0.1975795477628708 (0.22146552801132202) | > loss_0: 2.325934410095215 (2.3345154523849487) | > grad_norm_0: tensor(14.4560, device='cuda:0') (tensor(18.0553, device='cuda:0')) | > loss_gen: 2.568619728088379 (2.523181779044015) | > loss_kl: 1.641838788986206 (1.6180237531661987) | > loss_feat: 7.664519309997559 (6.680444206510272) | > loss_mel: 20.361562728881836 (20.052653993879044) | > loss_duration: 2.1525721549987793 (2.244487762451172) | > loss_1: 34.38911437988281 (33.118791580200195) | > grad_norm_1: tensor(137.4030, device='cuda:0') (tensor(133.6723, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3263 (0.3292229345866612) | > loader_time: 0.003 (0.0029901606695992605)  --> TIME: 2024-06-10 18:58:58 -- STEP: 39/330 -- GLOBAL_STEP: 118400 | > loss_disc: 2.2113585472106934 (2.2789367406796184) | > loss_disc_real_0: 0.11399595439434052 (0.11643435404850887) | > loss_disc_real_1: 0.18176405131816864 (0.19515299032895994) | > loss_disc_real_2: 0.1922682225704193 (0.21736030204173845) | > loss_disc_real_3: 0.19240401685237885 (0.22428193000646737) | > loss_disc_real_4: 0.18412448465824127 (0.21579035390646029) | > loss_disc_real_5: 0.14187723398208618 (0.21544832487901053) | > loss_0: 2.2113585472106934 (2.2789367406796184) | > grad_norm_0: tensor(13.1432, device='cuda:0') (tensor(13.7684, device='cuda:0')) | > loss_gen: 2.574636936187744 (2.5768677576994286) | > loss_kl: 1.5096659660339355 (1.648385307727716) | > loss_feat: 8.306164741516113 (7.03535377062284) | > loss_mel: 20.80482292175293 (20.103872837164463) | > loss_duration: 2.075183153152466 (2.1513505287659473) | > loss_1: 35.27047348022461 (33.515830308963096) | > grad_norm_1: tensor(318.2519, device='cuda:0') (tensor(139.4467, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3324 (0.33362807371677494) | > loader_time: 0.0032 (0.0031481217115353313)  --> TIME: 2024-06-10 18:59:07 -- STEP: 64/330 -- GLOBAL_STEP: 118425 | > loss_disc: 2.283604145050049 (2.2751846499741077) | > loss_disc_real_0: 0.10463425517082214 (0.11204830056522042) | > loss_disc_real_1: 0.19469620287418365 (0.19892892870120704) | > loss_disc_real_2: 0.22254112362861633 (0.21796397562138736) | > loss_disc_real_3: 0.22901183366775513 (0.2244130061008036) | > loss_disc_real_4: 0.2320956289768219 (0.21555831306613982) | > loss_disc_real_5: 0.2015105038881302 (0.21430172235704958) | > loss_0: 2.283604145050049 (2.2751846499741077) | > grad_norm_0: tensor(14.0683, device='cuda:0') (tensor(14.8007, device='cuda:0')) | > loss_gen: 2.481297731399536 (2.5812035389244548) | > loss_kl: 1.7145442962646484 (1.6387829892337322) | > loss_feat: 7.14409065246582 (7.102875806391239) | > loss_mel: 20.274484634399414 (20.2312950193882) | > loss_duration: 2.0791215896606445 (2.117911284789444) | > loss_1: 33.693538665771484 (33.6720686852932) | > grad_norm_1: tensor(339.7254, device='cuda:0') (tensor(183.0741, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3565 (0.3365576565265656) | > loader_time: 0.0046 (0.0033501461148262024)  --> TIME: 2024-06-10 18:59:16 -- STEP: 89/330 -- GLOBAL_STEP: 118450 | > loss_disc: 2.455582857131958 (2.2629402808928756) | > loss_disc_real_0: 0.08841803669929504 (0.11181282804588254) | > loss_disc_real_1: 0.18175768852233887 (0.1989565659105108) | > loss_disc_real_2: 0.22044411301612854 (0.21593615412712097) | > loss_disc_real_3: 0.22700247168540955 (0.2225482602802555) | > loss_disc_real_4: 0.22955870628356934 (0.21498337756381947) | > loss_disc_real_5: 0.2528814673423767 (0.2132812612846996) | > loss_0: 2.455582857131958 (2.2629402808928756) | > grad_norm_0: tensor(23.8622, device='cuda:0') (tensor(15.0352, device='cuda:0')) | > loss_gen: 2.4713592529296875 (2.6016472002093702) | > loss_kl: 1.5701360702514648 (1.6417325159137168) | > loss_feat: 6.700366497039795 (7.181379789716742) | > loss_mel: 20.280282974243164 (20.19884261656343) | > loss_duration: 2.104297637939453 (2.1038710026258847) | > loss_1: 33.126441955566406 (33.72747318396407) | > grad_norm_1: tensor(117.6999, device='cuda:0') (tensor(197.8373, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3324 (0.3391798453384572) | > loader_time: 0.0044 (0.003454261951232224)  --> TIME: 2024-06-10 18:59:25 -- STEP: 114/330 -- GLOBAL_STEP: 118475 | > loss_disc: 2.1037683486938477 (2.257415539339969) | > loss_disc_real_0: 0.08344115316867828 (0.11230277126295525) | > loss_disc_real_1: 0.1606539934873581 (0.1996083974576833) | > loss_disc_real_2: 0.20548810064792633 (0.21454210187259473) | > loss_disc_real_3: 0.2030576914548874 (0.2212736121656602) | > loss_disc_real_4: 0.20169617235660553 (0.21347212595374962) | > loss_disc_real_5: 0.18760357797145844 (0.21138072392919607) | > loss_0: 2.1037683486938477 (2.257415539339969) | > grad_norm_0: tensor(16.4190, device='cuda:0') (tensor(17.2304, device='cuda:0')) | > loss_gen: 2.9400649070739746 (2.606492347884595) | > loss_kl: 1.6470600366592407 (1.6290030333033778) | > loss_feat: 7.825097560882568 (7.2442190019707935) | > loss_mel: 20.643394470214844 (20.175739405447974) | > loss_duration: 2.103557825088501 (2.099438014783359) | > loss_1: 35.15917205810547 (33.75489184730932) | > grad_norm_1: tensor(311.8461, device='cuda:0') (tensor(211.6206, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3533 (0.3417757059398452) | > loader_time: 0.0038 (0.0035639541190967223)  --> TIME: 2024-06-10 18:59:34 -- STEP: 139/330 -- GLOBAL_STEP: 118500 | > loss_disc: 2.2138609886169434 (2.2550509181811655) | > loss_disc_real_0: 0.08748483657836914 (0.11108768393667481) | > loss_disc_real_1: 0.18736596405506134 (0.1996737164344719) | > loss_disc_real_2: 0.22757187485694885 (0.21539045891744632) | > loss_disc_real_3: 0.233940988779068 (0.22163675725460052) | > loss_disc_real_4: 0.2267625331878662 (0.2139345582226198) | > loss_disc_real_5: 0.1771717071533203 (0.2111580842476097) | > loss_0: 2.2138609886169434 (2.2550509181811655) | > grad_norm_0: tensor(21.0003, device='cuda:0') (tensor(17.7437, device='cuda:0')) | > loss_gen: 2.7502572536468506 (2.61841848771349) | > loss_kl: 1.4511626958847046 (1.6241499271324216) | > loss_feat: 7.444643497467041 (7.26173513741802) | > loss_mel: 19.46807861328125 (20.178550624161314) | > loss_duration: 2.1570305824279785 (2.1010702719791348) | > loss_1: 33.27117156982422 (33.78392445955345) | > grad_norm_1: tensor(151.2310, device='cuda:0') (tensor(219.2988, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3617 (0.34475715554875447) | > loader_time: 0.0044 (0.0036638897957561685) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_118500.pth  --> TIME: 2024-06-10 18:59:49 -- STEP: 164/330 -- GLOBAL_STEP: 118525 | > loss_disc: 2.3993453979492188 (2.2463964122097675) | > loss_disc_real_0: 0.12956973910331726 (0.10882164969495157) | > loss_disc_real_1: 0.21806396543979645 (0.19936419314727546) | > loss_disc_real_2: 0.23574449121952057 (0.21555777711839216) | > loss_disc_real_3: 0.22649382054805756 (0.22107743744443104) | > loss_disc_real_4: 0.2064407467842102 (0.21268457801240256) | > loss_disc_real_5: 0.2300741970539093 (0.2108065614976534) | > loss_0: 2.3993453979492188 (2.2463964122097675) | > grad_norm_0: tensor(39.2883, device='cuda:0') (tensor(17.5284, device='cuda:0')) | > loss_gen: 2.5523977279663086 (2.641128957271575) | > loss_kl: 1.605344295501709 (1.6249296963214874) | > loss_feat: 7.149048805236816 (7.323605406575087) | > loss_mel: 19.640056610107422 (20.189942092430297) | > loss_duration: 2.159726142883301 (2.101181136398783) | > loss_1: 33.106571197509766 (33.88078724465718) | > grad_norm_1: tensor(160.4767, device='cuda:0') (tensor(217.8233, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3553 (0.3498604341251096) | > loader_time: 0.004 (0.0037749555052780524)  --> TIME: 2024-06-10 18:59:59 -- STEP: 189/330 -- GLOBAL_STEP: 118550 | > loss_disc: 2.327183723449707 (2.2387565336530186) | > loss_disc_real_0: 0.11340317130088806 (0.10696791879162587) | > loss_disc_real_1: 0.20318321883678436 (0.19905203139340433) | > loss_disc_real_2: 0.22763541340827942 (0.21513482999233977) | > loss_disc_real_3: 0.23571115732192993 (0.22059295306760798) | > loss_disc_real_4: 0.27908003330230713 (0.21196127158624162) | > loss_disc_real_5: 0.2373119592666626 (0.2100617550510578) | > loss_0: 2.327183723449707 (2.2387565336530186) | > grad_norm_0: tensor(21.9280, device='cuda:0') (tensor(18.9541, device='cuda:0')) | > loss_gen: 2.929507255554199 (2.661822317769287) | > loss_kl: 1.7038720846176147 (1.6248477255856548) | > loss_feat: 7.266364097595215 (7.382887217102859) | > loss_mel: 19.609394073486328 (20.1776863077961) | > loss_duration: 2.145581007003784 (2.105916489999762) | > loss_1: 33.65471649169922 (33.95315997815006) | > grad_norm_1: tensor(470.7464, device='cuda:0') (tensor(228.7054, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3856 (0.35413460756735843) | > loader_time: 0.0045 (0.003867491212471452)  --> TIME: 2024-06-10 19:00:09 -- STEP: 214/330 -- GLOBAL_STEP: 118575 | > loss_disc: 2.227403402328491 (2.2449084425641015) | > loss_disc_real_0: 0.12176881730556488 (0.10987362375256614) | > loss_disc_real_1: 0.2006833702325821 (0.1984376024420016) | > loss_disc_real_2: 0.20753808319568634 (0.21570179903897174) | > loss_disc_real_3: 0.23914654552936554 (0.221328645317911) | > loss_disc_real_4: 0.2129206359386444 (0.21300376707983915) | > loss_disc_real_5: 0.2112445831298828 (0.21017275639226504) | > loss_0: 2.227403402328491 (2.2449084425641015) | > grad_norm_0: tensor(69.8640, device='cuda:0') (tensor(21.9385, device='cuda:0')) | > loss_gen: 2.5638716220855713 (2.661840184826717) | > loss_kl: 1.5384279489517212 (1.6263437967434107) | > loss_feat: 6.741595268249512 (7.399513053002758) | > loss_mel: 19.272216796875 (20.161664508213523) | > loss_duration: 2.204651355743408 (2.111026209091473) | > loss_1: 32.320762634277344 (33.960387720125844) | > grad_norm_1: tensor(450.1732, device='cuda:0') (tensor(249.2910, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3894 (0.3581762882036585) | > loader_time: 0.0045 (0.00395327305125299)  --> TIME: 2024-06-10 19:00:19 -- STEP: 239/330 -- GLOBAL_STEP: 118600 | > loss_disc: 2.3652689456939697 (2.2456945819336016) | > loss_disc_real_0: 0.16464391350746155 (0.11065755419776031) | > loss_disc_real_1: 0.21149419248104095 (0.19888900818934496) | > loss_disc_real_2: 0.2352284938097 (0.21587491359670793) | > loss_disc_real_3: 0.23756340146064758 (0.22117054331502156) | > loss_disc_real_4: 0.2269740253686905 (0.21283112809249055) | > loss_disc_real_5: 0.2204994112253189 (0.2096336919767587) | > loss_0: 2.3652689456939697 (2.2456945819336016) | > grad_norm_0: tensor(29.5621, device='cuda:0') (tensor(22.9388, device='cuda:0')) | > loss_gen: 2.5322320461273193 (2.65961480140686) | > loss_kl: 1.5320494174957275 (1.6297776639212125) | > loss_feat: 6.673855304718018 (7.392700743974502) | > loss_mel: 18.884258270263672 (20.128791449957827) | > loss_duration: 2.1289260387420654 (2.117939381419866) | > loss_1: 31.75132179260254 (33.92882397384323) | > grad_norm_1: tensor(359.1852, device='cuda:0') (tensor(263.1068, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.3992 (0.36303360791385936) | > loader_time: 0.0052 (0.004066111153638513)  --> TIME: 2024-06-10 19:00:30 -- STEP: 264/330 -- GLOBAL_STEP: 118625 | > loss_disc: 2.227670431137085 (2.245304605726041) | > loss_disc_real_0: 0.0978722870349884 (0.11078904233308452) | > loss_disc_real_1: 0.19287537038326263 (0.1994714226686593) | > loss_disc_real_2: 0.1487957090139389 (0.21530326055080604) | > loss_disc_real_3: 0.18707530200481415 (0.2202360819122105) | > loss_disc_real_4: 0.18922951817512512 (0.2128438961438158) | > loss_disc_real_5: 0.15864524245262146 (0.20917422527616675) | > loss_0: 2.227670431137085 (2.245304605726041) | > grad_norm_0: tensor(15.7051, device='cuda:0') (tensor(22.7396, device='cuda:0')) | > loss_gen: 2.5262022018432617 (2.6539642061247966) | > loss_kl: 1.6541074514389038 (1.628972179961927) | > loss_feat: 6.919910907745361 (7.409577022899281) | > loss_mel: 19.24001121520996 (20.099103616945683) | > loss_duration: 2.2023167610168457 (2.12359159643) | > loss_1: 32.54254913330078 (33.91520855643531) | > grad_norm_1: tensor(307.3890, device='cuda:0') (tensor(263.8240, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.4327 (0.36881758137182774) | > loader_time: 0.0053 (0.004205488797390099)  --> TIME: 2024-06-10 19:00:41 -- STEP: 289/330 -- GLOBAL_STEP: 118650 | > loss_disc: 2.172624349594116 (2.2467637123946083) | > loss_disc_real_0: 0.10252167284488678 (0.11161560322896004) | > loss_disc_real_1: 0.2318207323551178 (0.20009500345144302) | > loss_disc_real_2: 0.19975116848945618 (0.21559983589863696) | > loss_disc_real_3: 0.19832231104373932 (0.22032259301537052) | > loss_disc_real_4: 0.2086290419101715 (0.21219358430807989) | > loss_disc_real_5: 0.20779553055763245 (0.20799558220437653) | > loss_0: 2.172624349594116 (2.2467637123946083) | > grad_norm_0: tensor(27.4031, device='cuda:0') (tensor(23.5136, device='cuda:0')) | > loss_gen: 2.6330103874206543 (2.65220595891088) | > loss_kl: 1.6136232614517212 (1.629968728573677) | > loss_feat: 8.256841659545898 (7.42405905938066) | > loss_mel: 19.648391723632812 (20.048115707186284) | > loss_duration: 2.261448860168457 (2.1313830898707318) | > loss_1: 34.41331481933594 (33.88573244616233) | > grad_norm_1: tensor(532.5957, device='cuda:0') (tensor(278.3489, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.4456 (0.37510980536780975) | > loader_time: 0.0066 (0.004357337951660156)  --> TIME: 2024-06-10 19:00:54 -- STEP: 314/330 -- GLOBAL_STEP: 118675 | > loss_disc: 2.053887128829956 (2.2464404550327615) | > loss_disc_real_0: 0.16409611701965332 (0.1122785222236138) | > loss_disc_real_1: 0.17059442400932312 (0.20056140384856302) | > loss_disc_real_2: 0.22559714317321777 (0.21564338726412718) | > loss_disc_real_3: 0.17869217693805695 (0.2195079300528879) | > loss_disc_real_4: 0.1582813709974289 (0.21201452147808802) | > loss_disc_real_5: 0.13384586572647095 (0.20741865931043196) | > loss_0: 2.053887128829956 (2.2464404550327615) | > grad_norm_0: tensor(51.0803, device='cuda:0') (tensor(24.6549, device='cuda:0')) | > loss_gen: 2.9658315181732178 (2.655096615196034) | > loss_kl: 1.6164300441741943 (1.6318666505965458) | > loss_feat: 9.213569641113281 (7.457436136379363) | > loss_mel: 20.113012313842773 (20.00864991109084) | > loss_duration: 2.316654682159424 (2.142706515682732) | > loss_1: 36.22549819946289 (33.89575571315303) | > grad_norm_1: tensor(481.2819, device='cuda:0') (tensor(288.0367, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.5208 (0.3841878631312377) | > loader_time: 0.0068 (0.004537722107711113)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.22145938873291 (2.22145938873291) | > loss_disc_real_0: 0.14140155911445618 (0.14140155911445618) | > loss_disc_real_1: 0.1451200246810913 (0.1451200246810913) | > loss_disc_real_2: 0.25409120321273804 (0.25409120321273804) | > loss_disc_real_3: 0.31406429409980774 (0.31406429409980774) | > loss_disc_real_4: 0.3568572998046875 (0.3568572998046875) | > loss_disc_real_5: 0.29454830288887024 (0.29454830288887024) | > loss_0: 2.22145938873291 (2.22145938873291) | > loss_gen: 3.3061046600341797 (3.3061046600341797) | > loss_kl: 1.8911734819412231 (1.8911734819412231) | > loss_feat: 7.740434646606445 (7.740434646606445) | > loss_mel: 19.749588012695312 (19.749588012695312) | > loss_duration: 2.689086437225342 (2.689086437225342) | > loss_1: 35.37638854980469 (35.37638854980469)  --> STEP: 1 | > loss_disc: 2.565666437149048 (2.565666437149048) | > loss_disc_real_0: 0.12522339820861816 (0.12522339820861816) | > loss_disc_real_1: 0.2049594670534134 (0.2049594670534134) | > loss_disc_real_2: 0.27697664499282837 (0.27697664499282837) | > loss_disc_real_3: 0.4328785538673401 (0.4328785538673401) | > loss_disc_real_4: 0.2972232401371002 (0.2972232401371002) | > loss_disc_real_5: 0.3071238398551941 (0.3071238398551941) | > loss_0: 2.565666437149048 (2.565666437149048) | > loss_gen: 2.7685534954071045 (2.7685534954071045) | > loss_kl: 1.4440094232559204 (1.4440094232559204) | > loss_feat: 4.317328929901123 (4.317328929901123) | > loss_mel: 18.55878257751465 (18.55878257751465) | > loss_duration: 2.3029932975769043 (2.3029932975769043) | > loss_1: 29.39166831970215 (29.39166831970215)  --> STEP: 2 | > loss_disc: 2.4377999305725098 (2.501733183860779) | > loss_disc_real_0: 0.05484224110841751 (0.09003281965851784) | > loss_disc_real_1: 0.12240225076675415 (0.16368085891008377) | > loss_disc_real_2: 0.27860113978385925 (0.2777888923883438) | > loss_disc_real_3: 0.3769432306289673 (0.4049108922481537) | > loss_disc_real_4: 0.34638944268226624 (0.3218063414096832) | > loss_disc_real_5: 0.3787519037723541 (0.3429378718137741) | > loss_0: 2.4377999305725098 (2.501733183860779) | > loss_gen: 2.9097394943237305 (2.8391464948654175) | > loss_kl: 2.2709357738494873 (1.8574725985527039) | > loss_feat: 6.470187187194824 (5.393758058547974) | > loss_mel: 24.121618270874023 (21.340200424194336) | > loss_duration: 2.3476598262786865 (2.3253265619277954) | > loss_1: 38.120140075683594 (33.75590419769287)  --> STEP: 3 | > loss_disc: 1.9613420963287354 (2.3216028213500977) | > loss_disc_real_0: 0.03638775646686554 (0.07215113192796707) | > loss_disc_real_1: 0.13846862316131592 (0.15527678032716116) | > loss_disc_real_2: 0.23604658246040344 (0.26387478907903034) | > loss_disc_real_3: 0.22991199791431427 (0.3465779274702072) | > loss_disc_real_4: 0.29432833194732666 (0.312647004922231) | > loss_disc_real_5: 0.28386878967285156 (0.3232481777667999) | > loss_0: 1.9613420963287354 (2.3216028213500977) | > loss_gen: 3.3347854614257812 (3.004359483718872) | > loss_kl: 1.8571141958236694 (1.8573531309763591) | > loss_feat: 7.922516345977783 (6.236677487691243) | > loss_mel: 20.77068328857422 (21.15036137898763) | > loss_duration: 2.2063851356506348 (2.2856794198354087) | > loss_1: 36.091487884521484 (34.53443209330241)  --> STEP: 4 | > loss_disc: 2.1067943572998047 (2.2679007053375244) | > loss_disc_real_0: 0.19717425107955933 (0.10340691171586514) | > loss_disc_real_1: 0.15746819972991943 (0.15582463517785072) | > loss_disc_real_2: 0.29059770703315735 (0.2705555185675621) | > loss_disc_real_3: 0.3239017426967621 (0.34090888127684593) | > loss_disc_real_4: 0.3204542398452759 (0.31459881365299225) | > loss_disc_real_5: 0.2706381678581238 (0.3100956752896309) | > loss_0: 2.1067943572998047 (2.2679007053375244) | > loss_gen: 4.105317115783691 (3.279598891735077) | > loss_kl: 2.2570247650146484 (1.9572710394859314) | > loss_feat: 9.332298278808594 (7.010582685470581) | > loss_mel: 22.460817337036133 (21.477975368499756) | > loss_duration: 2.2327589988708496 (2.272449314594269) | > loss_1: 40.388214111328125 (35.99787759780884)  --> STEP: 5 | > loss_disc: 1.8557024002075195 (2.1854610443115234) | > loss_disc_real_0: 0.10553103685379028 (0.10383173674345017) | > loss_disc_real_1: 0.2020886242389679 (0.16507743299007416) | > loss_disc_real_2: 0.30496299266815186 (0.27743701338768006) | > loss_disc_real_3: 0.24560509622097015 (0.3218481242656708) | > loss_disc_real_4: 0.1843728870153427 (0.28855362832546233) | > loss_disc_real_5: 0.1290203332901001 (0.2738806068897247) | > loss_0: 1.8557024002075195 (2.1854610443115234) | > loss_gen: 3.6157548427581787 (3.3468300819396974) | > loss_kl: 2.056957244873047 (1.9772082805633544) | > loss_feat: 8.637182235717773 (7.33590259552002) | > loss_mel: 21.950681686401367 (21.572516632080077) | > loss_duration: 2.365696430206299 (2.2910987377166747) | > loss_1: 38.62627029418945 (36.52355613708496)  --> STEP: 6 | > loss_disc: 2.287400007247925 (2.2024508714675903) | > loss_disc_real_0: 0.10289079695940018 (0.1036749134461085) | > loss_disc_real_1: 0.15271201729774475 (0.16301653037468591) | > loss_disc_real_2: 0.28885310888290405 (0.2793396959702174) | > loss_disc_real_3: 0.36744385957717896 (0.3294474134842555) | > loss_disc_real_4: 0.32892829179763794 (0.2952827389041583) | > loss_disc_real_5: 0.35728296637535095 (0.2877810001373291) | > loss_0: 2.287400007247925 (2.2024508714675903) | > loss_gen: 3.5051465034484863 (3.373216152191162) | > loss_kl: 1.2428641319274902 (1.8548175891240437) | > loss_feat: 6.564623832702637 (7.207356135050456) | > loss_mel: 21.93826675415039 (21.633474985758465) | > loss_duration: 2.0994155406951904 (2.2591515382130942) | > loss_1: 35.35031509399414 (36.32801596323649)  --> STEP: 7 | > loss_disc: 2.1977267265319824 (2.201775993619646) | > loss_disc_real_0: 0.11048294603824615 (0.10464748953069959) | > loss_disc_real_1: 0.1897260695695877 (0.16683217883110046) | > loss_disc_real_2: 0.23632276058197021 (0.27319441948618206) | > loss_disc_real_3: 0.33015570044517517 (0.32954859733581543) | > loss_disc_real_4: 0.2735340893268585 (0.29217578896454405) | > loss_disc_real_5: 0.26076871156692505 (0.2839221017701285) | > loss_0: 2.1977267265319824 (2.201775993619646) | > loss_gen: 3.041203022003174 (3.3257857050214494) | > loss_kl: 2.5499753952026367 (1.9541258471352714) | > loss_feat: 6.319016456604004 (7.080450466700962) | > loss_mel: 20.08477783203125 (21.412232535226003) | > loss_duration: 2.3793258666992188 (2.276319299425398) | > loss_1: 34.374298095703125 (36.04891341073172)  --> STEP: 8 | > loss_disc: 1.9841645956039429 (2.1745745688676834) | > loss_disc_real_0: 0.12952925264835358 (0.10775770992040634) | > loss_disc_real_1: 0.15939582884311676 (0.1659026350826025) | > loss_disc_real_2: 0.19831594824790955 (0.263834610581398) | > loss_disc_real_3: 0.20011822879314423 (0.31336980126798153) | > loss_disc_real_4: 0.19623568654060364 (0.2801832761615515) | > loss_disc_real_5: 0.26866045594215393 (0.2820143960416317) | > loss_0: 1.9841645956039429 (2.1745745688676834) | > loss_gen: 3.1028661727905273 (3.2979207634925842) | > loss_kl: 1.9417189359664917 (1.952574983239174) | > loss_feat: 10.887227058410645 (7.556297540664673) | > loss_mel: 23.339553833007812 (21.65314769744873) | > loss_duration: 2.1904544830322266 (2.265586197376251) | > loss_1: 41.461822509765625 (36.72552704811096)  --> STEP: 9 | > loss_disc: 2.6484150886535645 (2.227223515510559) | > loss_disc_real_0: 0.2510718107223511 (0.1236814988984002) | > loss_disc_real_1: 0.1385265439748764 (0.16286084718174404) | > loss_disc_real_2: 0.2962227463722229 (0.2674332923359341) | > loss_disc_real_3: 0.4225850999355316 (0.3255048344532649) | > loss_disc_real_4: 0.32452771067619324 (0.2851104355520672) | > loss_disc_real_5: 0.39143356680870056 (0.29417208168241715) | > loss_0: 2.6484150886535645 (2.227223515510559) | > loss_gen: 3.099390983581543 (3.275861899058024) | > loss_kl: 1.6849814653396606 (1.9228423701392279) | > loss_feat: 8.567586898803711 (7.668663024902344) | > loss_mel: 19.398014068603516 (21.402577294243706) | > loss_duration: 2.08001708984375 (2.244967407650418) | > loss_1: 34.82999038696289 (36.514911863538956)  --> STEP: 10 | > loss_disc: 2.5184359550476074 (2.256344759464264) | > loss_disc_real_0: 0.09415176510810852 (0.12072852551937104) | > loss_disc_real_1: 0.16679798066616058 (0.1632545605301857) | > loss_disc_real_2: 0.2876335680484772 (0.2694533199071884) | > loss_disc_real_3: 0.3956024944782257 (0.332514600455761) | > loss_disc_real_4: 0.3726441264152527 (0.2938638046383858) | > loss_disc_real_5: 0.3846020996570587 (0.3032150834798813) | > loss_0: 2.5184359550476074 (2.256344759464264) | > loss_gen: 3.0371668338775635 (3.251992392539978) | > loss_kl: 2.1985316276550293 (1.9504112958908082) | > loss_feat: 6.239965438842773 (7.525793266296387) | > loss_mel: 21.918994903564453 (21.45421905517578) | > loss_duration: 2.2405169010162354 (2.2445223569869994) | > loss_1: 35.63517761230469 (36.426938438415526)  --> STEP: 11 | > loss_disc: 2.68039608001709 (2.294894879514521) | > loss_disc_real_0: 0.1766839623451233 (0.12581538341262125) | > loss_disc_real_1: 0.1610117405653 (0.1630506678061052) | > loss_disc_real_2: 0.2688008248806 (0.26939400217749854) | > loss_disc_real_3: 0.3677729666233063 (0.33571990647099237) | > loss_disc_real_4: 0.3545435070991516 (0.29938014122572815) | > loss_disc_real_5: 0.37710341811180115 (0.30993220481005584) | > loss_0: 2.68039608001709 (2.294894879514521) | > loss_gen: 2.550589084625244 (3.1882284554568203) | > loss_kl: 2.4723260402679443 (1.997858090834184) | > loss_feat: 5.43233060836792 (7.3354784792119805) | > loss_mel: 19.41128921508789 (21.268498160622336) | > loss_duration: 2.393643617630005 (2.258078835227273) | > loss_1: 32.26017761230469 (36.04814199967818)  --> STEP: 12 | > loss_disc: 2.181924819946289 (2.285480707883835) | > loss_disc_real_0: 0.08452386409044266 (0.12237442346910636) | > loss_disc_real_1: 0.15476329624652863 (0.16236005350947383) | > loss_disc_real_2: 0.2534956634044647 (0.26806914061307907) | > loss_disc_real_3: 0.3023168444633484 (0.33293631797035533) | > loss_disc_real_4: 0.22051309049129486 (0.2928078869978587) | > loss_disc_real_5: 0.20250378549098969 (0.300979836533467) | > loss_0: 2.181924819946289 (2.285480707883835) | > loss_gen: 2.8756749629974365 (3.162182331085205) | > loss_kl: 2.0282206535339355 (2.0003883043924966) | > loss_feat: 7.151762962341309 (7.320168852806091) | > loss_mel: 21.121458053588867 (21.25624481836955) | > loss_duration: 2.1387581825256348 (2.2481354475021367) | > loss_1: 35.31587600708008 (35.987119833628334)  --> STEP: 13 | > loss_disc: 2.485410213470459 (2.3008599006212673) | > loss_disc_real_0: 0.09491122514009476 (0.12026186975149009) | > loss_disc_real_1: 0.1607748121023178 (0.16223811186276954) | > loss_disc_real_2: 0.26133009791374207 (0.26755075271313006) | > loss_disc_real_3: 0.3557959198951721 (0.33469474888764894) | > loss_disc_real_4: 0.33514899015426636 (0.29606489493296695) | > loss_disc_real_5: 0.3662286102771759 (0.3059989729752907) | > loss_0: 2.485410213470459 (2.3008599006212673) | > loss_gen: 2.8405375480651855 (3.13744042469905) | > loss_kl: 1.884986400604248 (1.9915112348703237) | > loss_feat: 6.067452430725098 (7.2238060511075535) | > loss_mel: 19.28898811340332 (21.104917379525993) | > loss_duration: 2.113795518875122 (2.2378016068385205) | > loss_1: 32.19575881958008 (35.695476678701546)  --> STEP: 14 | > loss_disc: 2.1648712158203125 (2.2911464231354848) | > loss_disc_real_0: 0.07564171403646469 (0.1170747157718454) | > loss_disc_real_1: 0.14476294815540314 (0.16098988588367194) | > loss_disc_real_2: 0.286224365234375 (0.2688845821789333) | > loss_disc_real_3: 0.23542502522468567 (0.32760405434029444) | > loss_disc_real_4: 0.2526310384273529 (0.2929624766111374) | > loss_disc_real_5: 0.2937116026878357 (0.30512130366904394) | > loss_0: 2.1648712158203125 (2.2911464231354848) | > loss_gen: 3.286874532699585 (3.1481142895562306) | > loss_kl: 2.302523136138916 (2.013726370675223) | > loss_feat: 8.331266403198242 (7.302910361971174) | > loss_mel: 21.981664657592773 (21.16754218510219) | > loss_duration: 2.3255209922790527 (2.24406727722713) | > loss_1: 38.227848052978516 (35.876360348292756)  --> STEP: 15 | > loss_disc: 1.9947401285171509 (2.271386003494263) | > loss_disc_real_0: 0.12675094604492188 (0.11771979779005051) | > loss_disc_real_1: 0.14250609278678894 (0.1597576330105464) | > loss_disc_real_2: 0.28814896941185 (0.2701688746611277) | > loss_disc_real_3: 0.21860474348068237 (0.3203374336163203) | > loss_disc_real_4: 0.24481439590454102 (0.28975260456403096) | > loss_disc_real_5: 0.35231897234916687 (0.3082678149143855) | > loss_0: 1.9947401285171509 (2.271386003494263) | > loss_gen: 3.543499231338501 (3.174473285675049) | > loss_kl: 2.439218044281006 (2.042092482248942) | > loss_feat: 9.962532997131348 (7.480218537648519) | > loss_mel: 22.12984275817871 (21.231695556640624) | > loss_duration: 2.2970478534698486 (2.2475993156433116) | > loss_1: 40.37213897705078 (36.176078923543294)  --> STEP: 16 | > loss_disc: 2.1724300384521484 (2.2652012556791306) | > loss_disc_real_0: 0.11721931397914886 (0.11768851755186915) | > loss_disc_real_1: 0.1282399594783783 (0.1577877784147859) | > loss_disc_real_2: 0.2814583480358124 (0.2708744667470455) | > loss_disc_real_3: 0.290925532579422 (0.31849918980151415) | > loss_disc_real_4: 0.21526293456554413 (0.28509700018912554) | > loss_disc_real_5: 0.2374313920736313 (0.30384053848683834) | > loss_0: 2.1724300384521484 (2.2652012556791306) | > loss_gen: 2.8765785694122314 (3.1558548659086227) | > loss_kl: 1.7876365184783936 (2.0261889845132828) | > loss_feat: 8.245643615722656 (7.5280576050281525) | > loss_mel: 20.68561363220215 (21.19756543636322) | > loss_duration: 2.3763158321380615 (2.2556440979242334) | > loss_1: 35.9717903137207 (36.16331088542938)  --> STEP: 17 | > loss_disc: 2.5738744735717773 (2.283358503790463) | > loss_disc_real_0: 0.1339457929134369 (0.1186448278672555) | > loss_disc_real_1: 0.2272651344537735 (0.16187468171119693) | > loss_disc_real_2: 0.31818002462387085 (0.2736571466221529) | > loss_disc_real_3: 0.44743111729621887 (0.3260834208306144) | > loss_disc_real_4: 0.42979446053504944 (0.29360861550359163) | > loss_disc_real_5: 0.4163835644721985 (0.3104607164859772) | > loss_0: 2.5738744735717773 (2.283358503790463) | > loss_gen: 3.434800624847412 (3.172263439963846) | > loss_kl: 1.2532421350479126 (1.9807215227800257) | > loss_feat: 6.603445053100586 (7.473668631385355) | > loss_mel: 22.421083450317383 (21.269537084242877) | > loss_duration: 2.3701817989349365 (2.262381609748392) | > loss_1: 36.0827522277832 (36.15857214086196)  --> STEP: 18 | > loss_disc: 2.16469407081604 (2.2767660352918835) | > loss_disc_real_0: 0.08282624185085297 (0.1166549064218998) | > loss_disc_real_1: 0.13401395082473755 (0.16032686332861584) | > loss_disc_real_2: 0.2401016801595688 (0.2717929540408982) | > loss_disc_real_3: 0.251938134431839 (0.32196423825290466) | > loss_disc_real_4: 0.23323974013328552 (0.2902547890941302) | > loss_disc_real_5: 0.2644248604774475 (0.30790316892994773) | > loss_0: 2.16469407081604 (2.2767660352918835) | > loss_gen: 3.001065969467163 (3.1627524693806968) | > loss_kl: 2.0744130611419678 (1.9859266082445781) | > loss_feat: 8.792656898498535 (7.546945757336086) | > loss_mel: 21.717741012573242 (21.294437302483452) | > loss_duration: 2.167384147644043 (2.2571039729648175) | > loss_1: 37.75326156616211 (36.24716599782308)  --> STEP: 19 | > loss_disc: 1.9917551279067993 (2.2617654612189844) | > loss_disc_real_0: 0.1203211322426796 (0.11684786567562505) | > loss_disc_real_1: 0.17457859218120575 (0.16107695432085742) | > loss_disc_real_2: 0.25478389859199524 (0.2708977405962191) | > loss_disc_real_3: 0.18447314202785492 (0.31472786476737574) | > loss_disc_real_4: 0.16687147319316864 (0.28376093036250066) | > loss_disc_real_5: 0.16413550078868866 (0.300336449554092) | > loss_0: 1.9917551279067993 (2.2617654612189844) | > loss_gen: 2.9204418659210205 (3.1499992797249243) | > loss_kl: 1.848374605178833 (1.9786870291358547) | > loss_feat: 8.063974380493164 (7.574157790133827) | > loss_mel: 19.78031349182129 (21.214746575606497) | > loss_duration: 2.3247737884521484 (2.260665542200993) | > loss_1: 34.93787384033203 (36.17825588427092)  --> STEP: 20 | > loss_disc: 2.6168200969696045 (2.2795181930065156) | > loss_disc_real_0: 0.15687239170074463 (0.11884909197688102) | > loss_disc_real_1: 0.260608047246933 (0.1660535089671612) | > loss_disc_real_2: 0.2905738353729248 (0.2718815453350544) | > loss_disc_real_3: 0.37685704231262207 (0.31783432364463804) | > loss_disc_real_4: 0.3303385078907013 (0.2860898092389107) | > loss_disc_real_5: 0.2867131531238556 (0.2996552847325802) | > loss_0: 2.6168200969696045 (2.2795181930065156) | > loss_gen: 2.7132601737976074 (3.1281623244285583) | > loss_kl: 2.024282693862915 (1.9809668123722077) | > loss_feat: 5.795201301574707 (7.485209965705872) | > loss_mel: 18.344650268554688 (21.071241760253905) | > loss_duration: 2.314739227294922 (2.2633692264556893) | > loss_1: 31.192134857177734 (35.92894983291626)  --> STEP: 21 | > loss_disc: 2.309800148010254 (2.280960190863836) | > loss_disc_real_0: 0.09673923254013062 (0.11779624152751196) | > loss_disc_real_1: 0.18504680693149567 (0.1669579517273676) | > loss_disc_real_2: 0.27547600865364075 (0.27205271025498706) | > loss_disc_real_3: 0.3543354272842407 (0.31957247143700007) | > loss_disc_real_4: 0.3037412166595459 (0.2869303524494171) | > loss_disc_real_5: 0.283975213766098 (0.2989086146865572) | > loss_0: 2.309800148010254 (2.280960190863836) | > loss_gen: 3.3178510665893555 (3.137195121674311) | > loss_kl: 1.9745848178863525 (1.9806629078728812) | > loss_feat: 7.3955583572387695 (7.480940841493153) | > loss_mel: 18.654380798339844 (20.956153143019904) | > loss_duration: 2.16562557220459 (2.2587147667294465) | > loss_1: 33.50800323486328 (35.813666661580406)  --> STEP: 22 | > loss_disc: 2.384260416030884 (2.2856556556441565) | > loss_disc_real_0: 0.08496825397014618 (0.11630406027490442) | > loss_disc_real_1: 0.21216000616550446 (0.16901259056546472) | > loss_disc_real_2: 0.32701441645622253 (0.27455096962777054) | > loss_disc_real_3: 0.2907540798187256 (0.3182625445452603) | > loss_disc_real_4: 0.3425857424736023 (0.2894601429050619) | > loss_disc_real_5: 0.37690678238868713 (0.30245398594574496) | > loss_0: 2.384260416030884 (2.2856556556441565) | > loss_gen: 3.186694622039795 (3.139445098963651) | > loss_kl: 1.9508942365646362 (1.979309786449779) | > loss_feat: 7.6271467208862305 (7.487586563283747) | > loss_mel: 21.55097770690918 (20.983190623196688) | > loss_duration: 2.140432596206665 (2.2533383044329565) | > loss_1: 36.456146240234375 (35.84287027879195)  --> STEP: 23 | > loss_disc: 2.1988418102264404 (2.2818811406259947) | > loss_disc_real_0: 0.07637566328048706 (0.11456804301427759) | > loss_disc_real_1: 0.15457522869110107 (0.1683848791796228) | > loss_disc_real_2: 0.2205016314983368 (0.2722009984047517) | > loss_disc_real_3: 0.25926467776298523 (0.3156974199025527) | > loss_disc_real_4: 0.2215336412191391 (0.2865068167448044) | > loss_disc_real_5: 0.22141489386558533 (0.29893054715965106) | > loss_0: 2.1988418102264404 (2.2818811406259947) | > loss_gen: 2.6338014602661133 (3.1174605929333232) | > loss_kl: 2.333209276199341 (1.9946967207867166) | > loss_feat: 6.874327659606934 (7.460923132689103) | > loss_mel: 19.606346130371094 (20.923327819160793) | > loss_duration: 2.273751974105835 (2.2542258552882988) | > loss_1: 33.721435546875 (35.750633986099906)  --> STEP: 24 | > loss_disc: 2.6338906288146973 (2.2965482026338573) | > loss_disc_real_0: 0.1551799774169922 (0.11626020694772403) | > loss_disc_real_1: 0.17484290897846222 (0.16865396375457445) | > loss_disc_real_2: 0.20980149507522583 (0.2696010190993548) | > loss_disc_real_3: 0.3547669053077698 (0.31732531512777007) | > loss_disc_real_4: 0.345085084438324 (0.288947577898701) | > loss_disc_real_5: 0.47424376010894775 (0.30623526436587173) | > loss_0: 2.6338906288146973 (2.2965482026338573) | > loss_gen: 2.8113911151885986 (3.1047076980272927) | > loss_kl: 1.9714316129684448 (1.9937273412942886) | > loss_feat: 6.202531337738037 (7.408490141232808) | > loss_mel: 19.537691116333008 (20.86559295654297) | > loss_duration: 2.4321911334991455 (2.261641075213751) | > loss_1: 32.955238342285156 (35.63415916760763)  --> STEP: 25 | > loss_disc: 2.5031919479370117 (2.304813952445983) | > loss_disc_real_0: 0.3124408423900604 (0.12410743236541748) | > loss_disc_real_1: 0.14428168535232544 (0.1676790726184845) | > loss_disc_real_2: 0.28214430809020996 (0.27010275065898903) | > loss_disc_real_3: 0.3853752017021179 (0.32004731059074404) | > loss_disc_real_4: 0.3009222149848938 (0.2894265633821487) | > loss_disc_real_5: 0.343522846698761 (0.30772676765918733) | > loss_0: 2.5031919479370117 (2.304813952445983) | > loss_gen: 3.4995932579040527 (3.1205031204223634) | > loss_kl: 1.8253264427185059 (1.9869913053512573) | > loss_feat: 7.81239128112793 (7.424646186828613) | > loss_mel: 18.677993774414062 (20.778088989257814) | > loss_duration: 2.334427833557129 (2.264552545547486) | > loss_1: 34.14973449707031 (35.57478218078613)  --> STEP: 26 | > loss_disc: 2.075589656829834 (2.295997633383824) | > loss_disc_real_0: 0.21342331171035767 (0.12754265849406904) | > loss_disc_real_1: 0.16191646456718445 (0.16745743384728065) | > loss_disc_real_2: 0.18969495594501495 (0.26701014316999) | > loss_disc_real_3: 0.2167189121246338 (0.3160731414189705) | > loss_disc_real_4: 0.20279468595981598 (0.2860945680966744) | > loss_disc_real_5: 0.2220754325389862 (0.30443248553917956) | > loss_0: 2.075589656829834 (2.295997633383824) | > loss_gen: 2.9357657432556152 (3.1133978366851807) | > loss_kl: 2.225313186645508 (1.9961575315548823) | > loss_feat: 14.404888153076172 (7.693117031684289) | > loss_mel: 25.336151123046875 (20.953399071326622) | > loss_duration: 2.3013525009155273 (2.2659679284462566) | > loss_1: 47.20347213745117 (36.02203948681171) --> EVAL PERFORMANCE | > avg_loader_time: 0.002149875347430889 (-0.00025049539712759285) | > avg_loss_disc: 2.295997633383824 (+0.025639882454504548) | > avg_loss_disc_real_0: 0.12754265849406904 (+0.04828904354228425) | > avg_loss_disc_real_1: 0.16745743384728065 (-0.04577683284878731) | > avg_loss_disc_real_2: 0.26701014316999 (-0.0019592872032752617) | > avg_loss_disc_real_3: 0.3160731414189705 (+0.07834261512527096) | > avg_loss_disc_real_4: 0.2860945680966744 (+0.0754084243224217) | > avg_loss_disc_real_5: 0.30443248553917956 (+0.10871883281148395) | > avg_loss_0: 2.295997633383824 (+0.025639882454504548) | > avg_loss_gen: 3.1133978366851807 (+0.6299184010579029) | > avg_loss_kl: 1.9961575315548823 (-0.06515946296545194) | > avg_loss_feat: 7.693117031684289 (+0.11279841569753835) | > avg_loss_mel: 20.953399071326622 (+0.7249047939593964) | > avg_loss_duration: 2.2659679284462566 (-0.0014107410724344405) | > avg_loss_1: 36.02203948681171 (+1.4010518147395175)  > EPOCH: 93/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:01:22)   --> TIME: 2024-06-10 19:01:26 -- STEP: 9/330 -- GLOBAL_STEP: 118700 | > loss_disc: 2.3680198192596436 (2.2994479603237576) | > loss_disc_real_0: 0.10731147229671478 (0.0956784039735794) | > loss_disc_real_1: 0.21282626688480377 (0.2002335786819458) | > loss_disc_real_2: 0.19824959337711334 (0.2108870264556673) | > loss_disc_real_3: 0.22056013345718384 (0.2224511487616433) | > loss_disc_real_4: 0.2011467069387436 (0.22137062582704756) | > loss_disc_real_5: 0.2243102639913559 (0.23371135029527876) | > loss_0: 2.3680198192596436 (2.2994479603237576) | > grad_norm_0: tensor(12.8007, device='cuda:0') (tensor(11.9696, device='cuda:0')) | > loss_gen: 2.593266487121582 (2.5158530606163874) | > loss_kl: 1.8482787609100342 (1.664277778731452) | > loss_feat: 7.042068958282471 (6.766668266720242) | > loss_mel: 20.3646183013916 (20.315961413913303) | > loss_duration: 2.23101806640625 (2.2973505126105414) | > loss_1: 34.07925033569336 (33.56011072794596) | > grad_norm_1: tensor(260.5168, device='cuda:0') (tensor(208.5180, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.361 (0.34269605742560494) | > loader_time: 0.0028 (0.002944734361436632)  --> TIME: 2024-06-10 19:01:35 -- STEP: 34/330 -- GLOBAL_STEP: 118725 | > loss_disc: 2.345329761505127 (2.2689748862210437) | > loss_disc_real_0: 0.07802396267652512 (0.10424871194888563) | > loss_disc_real_1: 0.20319023728370667 (0.19957462084643982) | > loss_disc_real_2: 0.2264137864112854 (0.21174015236251495) | > loss_disc_real_3: 0.23266322910785675 (0.22548803073518417) | > loss_disc_real_4: 0.2180737555027008 (0.221874178332441) | > loss_disc_real_5: 0.21147151291370392 (0.2204949785681332) | > loss_0: 2.345329761505127 (2.2689748862210437) | > grad_norm_0: tensor(10.5628, device='cuda:0') (tensor(13.6104, device='cuda:0')) | > loss_gen: 2.528820514678955 (2.5917602006126854) | > loss_kl: 1.5820257663726807 (1.6545737981796265) | > loss_feat: 7.60836935043335 (7.111300903208115) | > loss_mel: 20.861093521118164 (20.208831506616928) | > loss_duration: 2.1513099670410156 (2.1594839972608226) | > loss_1: 34.73162078857422 (33.72595063377829) | > grad_norm_1: tensor(198.5557, device='cuda:0') (tensor(206.0071, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3675 (0.3440781551248887) | > loader_time: 0.0033 (0.0031865063835592833)  --> TIME: 2024-06-10 19:01:44 -- STEP: 59/330 -- GLOBAL_STEP: 118750 | > loss_disc: 2.1764461994171143 (2.2436634160704525) | > loss_disc_real_0: 0.11830470710992813 (0.10629964392569105) | > loss_disc_real_1: 0.22421792149543762 (0.19899510503825496) | > loss_disc_real_2: 0.21904407441616058 (0.2152860295974602) | > loss_disc_real_3: 0.2183837741613388 (0.22291944946272899) | > loss_disc_real_4: 0.22302326560020447 (0.217934862031775) | > loss_disc_real_5: 0.2055054008960724 (0.21662729776511758) | > loss_0: 2.1764461994171143 (2.2436634160704525) | > grad_norm_0: tensor(38.8968, device='cuda:0') (tensor(15.7749, device='cuda:0')) | > loss_gen: 2.6973788738250732 (2.619105670411708) | > loss_kl: 1.378991723060608 (1.6249663163039645) | > loss_feat: 7.101399898529053 (7.228497771893517) | > loss_mel: 18.748998641967773 (20.15702412492138) | > loss_duration: 2.0256118774414062 (2.1196216526678047) | > loss_1: 31.95237922668457 (33.749215756432484) | > grad_norm_1: tensor(311.6779, device='cuda:0') (tensor(207.3681, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3525 (0.3493463346513652) | > loader_time: 0.0032 (0.003210589037103168)  --> TIME: 2024-06-10 19:01:53 -- STEP: 84/330 -- GLOBAL_STEP: 118775 | > loss_disc: 2.223336696624756 (2.243838605426606) | > loss_disc_real_0: 0.10197750478982925 (0.10802766955679372) | > loss_disc_real_1: 0.2435966581106186 (0.19934440244521415) | > loss_disc_real_2: 0.22085055708885193 (0.2159866247148741) | > loss_disc_real_3: 0.2082880735397339 (0.2223867868028936) | > loss_disc_real_4: 0.2268381118774414 (0.21582544453087307) | > loss_disc_real_5: 0.22068540751934052 (0.21520996271144777) | > loss_0: 2.223336696624756 (2.243838605426606) | > grad_norm_0: tensor(11.1173, device='cuda:0') (tensor(14.8406, device='cuda:0')) | > loss_gen: 2.666471242904663 (2.6187075944173905) | > loss_kl: 1.5016469955444336 (1.613449718270983) | > loss_feat: 7.102600574493408 (7.304992391949608) | > loss_mel: 19.39505386352539 (20.15117740631104) | > loss_duration: 2.1666176319122314 (2.1031660210518606) | > loss_1: 32.83238983154297 (33.791493415832534) | > grad_norm_1: tensor(186.9129, device='cuda:0') (tensor(196.0500, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3673 (0.34994706937244974) | > loader_time: 0.0034 (0.0032435542061215357)  --> TIME: 2024-06-10 19:02:02 -- STEP: 109/330 -- GLOBAL_STEP: 118800 | > loss_disc: 2.1527438163757324 (2.23447140422436) | > loss_disc_real_0: 0.1286471039056778 (0.10937996858030284) | > loss_disc_real_1: 0.19769759476184845 (0.19860539510162598) | > loss_disc_real_2: 0.2467508465051651 (0.21626685710128293) | > loss_disc_real_3: 0.22369064390659332 (0.22048031326827652) | > loss_disc_real_4: 0.20594438910484314 (0.21331803486981524) | > loss_disc_real_5: 0.23060251772403717 (0.21192877158659315) | > loss_0: 2.1527438163757324 (2.23447140422436) | > grad_norm_0: tensor(7.7180, device='cuda:0') (tensor(14.5650, device='cuda:0')) | > loss_gen: 2.7381200790405273 (2.6349376472858124) | > loss_kl: 1.5886425971984863 (1.6078798792777804) | > loss_feat: 7.709566116333008 (7.35868631590397) | > loss_mel: 20.80594825744629 (20.1560391242351) | > loss_duration: 2.0259690284729004 (2.0993207791529644) | > loss_1: 34.868247985839844 (33.85686401927145) | > grad_norm_1: tensor(150.6417, device='cuda:0') (tensor(190.8145, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3428 (0.3506372609269729) | > loader_time: 0.0035 (0.0033099235744651306)  --> TIME: 2024-06-10 19:02:11 -- STEP: 134/330 -- GLOBAL_STEP: 118825 | > loss_disc: 2.1933157444000244 (2.2361832483490898) | > loss_disc_real_0: 0.13103856146335602 (0.10951567385623705) | > loss_disc_real_1: 0.16900873184204102 (0.19800645769087236) | > loss_disc_real_2: 0.2039179801940918 (0.21496902795425102) | > loss_disc_real_3: 0.21096688508987427 (0.22139224176531408) | > loss_disc_real_4: 0.2128748595714569 (0.21362565969353292) | > loss_disc_real_5: 0.18400056660175323 (0.2106275433924661) | > loss_0: 2.1933157444000244 (2.2361832483490898) | > grad_norm_0: tensor(8.8608, device='cuda:0') (tensor(14.2407, device='cuda:0')) | > loss_gen: 2.6031577587127686 (2.6271128707857283) | > loss_kl: 1.5377795696258545 (1.6163535473951653) | > loss_feat: 7.903619289398193 (7.3580219389787365) | > loss_mel: 20.179412841796875 (20.198938142007854) | > loss_duration: 2.0997118949890137 (2.0991132348331036) | > loss_1: 34.32368087768555 (33.89953986210611) | > grad_norm_1: tensor(120.0876, device='cuda:0') (tensor(187.4362, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3663 (0.3519951532136149) | > loader_time: 0.0037 (0.0033839887647486443)  --> TIME: 2024-06-10 19:02:20 -- STEP: 159/330 -- GLOBAL_STEP: 118850 | > loss_disc: 2.182709217071533 (2.242758373044572) | > loss_disc_real_0: 0.08034279942512512 (0.11021107599232932) | > loss_disc_real_1: 0.17088079452514648 (0.19939058616101366) | > loss_disc_real_2: 0.18102124333381653 (0.21557895276906355) | > loss_disc_real_3: 0.23989903926849365 (0.2217452016266637) | > loss_disc_real_4: 0.2312861531972885 (0.21383009232440084) | > loss_disc_real_5: 0.22233344614505768 (0.21061113083137656) | > loss_0: 2.182709217071533 (2.242758373044572) | > grad_norm_0: tensor(19.6815, device='cuda:0') (tensor(13.7370, device='cuda:0')) | > loss_gen: 2.760505437850952 (2.6262740713995205) | > loss_kl: 1.7347956895828247 (1.6208141914703562) | > loss_feat: 7.564873695373535 (7.372208322369078) | > loss_mel: 20.57787322998047 (20.237558160937812) | > loss_duration: 2.0820488929748535 (2.0992183205466586) | > loss_1: 34.720096588134766 (33.95607314919528) | > grad_norm_1: tensor(91.3554, device='cuda:0') (tensor(183.4110, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3664 (0.3546499081377715) | > loader_time: 0.0042 (0.003464248945128243)  --> TIME: 2024-06-10 19:02:30 -- STEP: 184/330 -- GLOBAL_STEP: 118875 | > loss_disc: 2.3660073280334473 (2.2464037459829584) | > loss_disc_real_0: 0.10058142244815826 (0.11136087240732234) | > loss_disc_real_1: 0.2339203804731369 (0.1997138284875647) | > loss_disc_real_2: 0.22776462137699127 (0.21582105763904427) | > loss_disc_real_3: 0.2520388960838318 (0.22135560740919216) | > loss_disc_real_4: 0.24164757132530212 (0.21337814904425456) | > loss_disc_real_5: 0.25580206513404846 (0.2103016319806161) | > loss_0: 2.3660073280334473 (2.2464037459829584) | > grad_norm_0: tensor(24.7895, device='cuda:0') (tensor(14.5658, device='cuda:0')) | > loss_gen: 2.405200719833374 (2.622191969467247) | > loss_kl: 1.4477252960205078 (1.6132159181263135) | > loss_feat: 6.656764984130859 (7.353018522262573) | > loss_mel: 18.633705139160156 (20.197583851606957) | > loss_duration: 2.12214732170105 (2.1033875087033134) | > loss_1: 31.26554298400879 (33.889397818109266) | > grad_norm_1: tensor(260.6441, device='cuda:0') (tensor(191.7416, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.3728 (0.3571263875650323) | > loader_time: 0.0042 (0.0035750814106153407)  --> TIME: 2024-06-10 19:02:40 -- STEP: 209/330 -- GLOBAL_STEP: 118900 | > loss_disc: 2.0580787658691406 (2.2449046048251073) | > loss_disc_real_0: 0.07635413855314255 (0.11198976475513722) | > loss_disc_real_1: 0.1642257571220398 (0.19969784382855493) | > loss_disc_real_2: 0.15205544233322144 (0.21457482453738674) | > loss_disc_real_3: 0.19819524884223938 (0.22051592306657272) | > loss_disc_real_4: 0.20147889852523804 (0.2129903194721806) | > loss_disc_real_5: 0.1839268058538437 (0.20980657451745996) | > loss_0: 2.0580787658691406 (2.2449046048251073) | > grad_norm_0: tensor(21.0959, device='cuda:0') (tensor(15.1356, device='cuda:0')) | > loss_gen: 2.7602627277374268 (2.621242905347543) | > loss_kl: 1.630494475364685 (1.617590848338661) | > loss_feat: 8.391853332519531 (7.361341289355995) | > loss_mel: 19.66197395324707 (20.15253560736989) | > loss_duration: 2.154264450073242 (2.1088544398403615) | > loss_1: 34.598846435546875 (33.861565119912186) | > grad_norm_1: tensor(271.7409, device='cuda:0') (tensor(198.6435, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.383 (0.3603469469900907) | > loader_time: 0.0047 (0.0037067244497782877)  --> TIME: 2024-06-10 19:02:50 -- STEP: 234/330 -- GLOBAL_STEP: 118925 | > loss_disc: 2.382521629333496 (2.246909298448481) | > loss_disc_real_0: 0.09919100254774094 (0.11208167430172619) | > loss_disc_real_1: 0.21287477016448975 (0.2001156064753349) | > loss_disc_real_2: 0.22229519486427307 (0.21541787155418315) | > loss_disc_real_3: 0.2346329540014267 (0.2206231991832073) | > loss_disc_real_4: 0.23249882459640503 (0.21303075010705197) | > loss_disc_real_5: 0.23261478543281555 (0.20952533618507221) | > loss_0: 2.382521629333496 (2.246909298448481) | > grad_norm_0: tensor(26.1408, device='cuda:0') (tensor(15.9203, device='cuda:0')) | > loss_gen: 2.6579954624176025 (2.6261056019709677) | > loss_kl: 1.6387219429016113 (1.614796611488375) | > loss_feat: 6.938106536865234 (7.37384311358134) | > loss_mel: 19.311758041381836 (20.149504131740994) | > loss_duration: 2.163367748260498 (2.115322414626423) | > loss_1: 32.7099494934082 (33.879571890219665) | > grad_norm_1: tensor(360.9585, device='cuda:0') (tensor(208.1336, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.4088 (0.3639783472077459) | > loader_time: 0.0051 (0.003835273604107718)  --> TIME: 2024-06-10 19:03:00 -- STEP: 259/330 -- GLOBAL_STEP: 118950 | > loss_disc: 2.2729110717773438 (2.2469461562550666) | > loss_disc_real_0: 0.0888490378856659 (0.11219631713674795) | > loss_disc_real_1: 0.21292294561862946 (0.2009997437186683) | > loss_disc_real_2: 0.22040799260139465 (0.21573637517953012) | > loss_disc_real_3: 0.22995112836360931 (0.2199510542467294) | > loss_disc_real_4: 0.18943648040294647 (0.21250202538424018) | > loss_disc_real_5: 0.21152789890766144 (0.2096209672772286) | > loss_0: 2.2729110717773438 (2.2469461562550666) | > grad_norm_0: tensor(6.9141, device='cuda:0') (tensor(17.9062, device='cuda:0')) | > loss_gen: 2.5735085010528564 (2.6307651536345036) | > loss_kl: 1.6799567937850952 (1.6138911854806555) | > loss_feat: 7.85243558883667 (7.387713699267177) | > loss_mel: 20.292829513549805 (20.098234530121204) | > loss_duration: 2.2084851264953613 (2.1214828325514627) | > loss_1: 34.607215881347656 (33.85208741854517) | > grad_norm_1: tensor(205.9839, device='cuda:0') (tensor(218.7992, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.4084 (0.368477354638825) | > loader_time: 0.0054 (0.003984348194019214)  --> TIME: 2024-06-10 19:03:11 -- STEP: 284/330 -- GLOBAL_STEP: 118975 | > loss_disc: 2.1493160724639893 (2.2490852223315714) | > loss_disc_real_0: 0.07006412744522095 (0.11183745223818953) | > loss_disc_real_1: 0.19389253854751587 (0.20057865691331914) | > loss_disc_real_2: 0.21481914818286896 (0.215581934321934) | > loss_disc_real_3: 0.19521626830101013 (0.21992348622478233) | > loss_disc_real_4: 0.157936230301857 (0.2131336697600257) | > loss_disc_real_5: 0.1873464733362198 (0.20971715292880233) | > loss_0: 2.1493160724639893 (2.2490852223315714) | > grad_norm_0: tensor(32.6917, device='cuda:0') (tensor(19.0097, device='cuda:0')) | > loss_gen: 2.8261749744415283 (2.6316163573466564) | > loss_kl: 1.641220211982727 (1.614246752480386) | > loss_feat: 8.439845085144043 (7.40696115728835) | > loss_mel: 18.036865234375 (20.040375823705965) | > loss_duration: 2.229017734527588 (2.129101434224089) | > loss_1: 33.173126220703125 (33.822301548971254) | > grad_norm_1: tensor(341.8587, device='cuda:0') (tensor(227.0511, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.4322 (0.3737282744595701) | > loader_time: 0.0057 (0.00413360981874063)  --> TIME: 2024-06-10 19:03:23 -- STEP: 309/330 -- GLOBAL_STEP: 119000 | > loss_disc: 2.3147106170654297 (2.2481646036253013) | > loss_disc_real_0: 0.18485449254512787 (0.11220920046122329) | > loss_disc_real_1: 0.17538779973983765 (0.20090971310836983) | > loss_disc_real_2: 0.23555408418178558 (0.21517740546885428) | > loss_disc_real_3: 0.2443293035030365 (0.22010899998223513) | > loss_disc_real_4: 0.21697556972503662 (0.21244217580769054) | > loss_disc_real_5: 0.23509135842323303 (0.2092150241908132) | > loss_0: 2.3147106170654297 (2.2481646036253013) | > grad_norm_0: tensor(44.3864, device='cuda:0') (tensor(20.8718, device='cuda:0')) | > loss_gen: 2.5331525802612305 (2.6384243625653223) | > loss_kl: 1.464514970779419 (1.6143432820884926) | > loss_feat: 7.773915767669678 (7.453353614868855) | > loss_mel: 19.653301239013672 (20.02167027667888) | > loss_duration: 2.299365997314453 (2.139402569304779) | > loss_1: 33.72425079345703 (33.867194104734736) | > grad_norm_1: tensor(540.2187, device='cuda:0') (tensor(237.5422, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.4994 (0.38249596808720543) | > loader_time: 0.0072 (0.004334912716763691) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_119000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4012451171875 (2.4012451171875) | > loss_disc_real_0: 0.13641181588172913 (0.13641181588172913) | > loss_disc_real_1: 0.24278154969215393 (0.24278154969215393) | > loss_disc_real_2: 0.38322463631629944 (0.38322463631629944) | > loss_disc_real_3: 0.2566971778869629 (0.2566971778869629) | > loss_disc_real_4: 0.2165336012840271 (0.2165336012840271) | > loss_disc_real_5: 0.20588257908821106 (0.20588257908821106) | > loss_0: 2.4012451171875 (2.4012451171875) | > loss_gen: 2.9716575145721436 (2.9716575145721436) | > loss_kl: 1.9923783540725708 (1.9923783540725708) | > loss_feat: 6.2863850593566895 (6.2863850593566895) | > loss_mel: 19.24073600769043 (19.24073600769043) | > loss_duration: 2.7711825370788574 (2.7711825370788574) | > loss_1: 33.2623405456543 (33.2623405456543)  --> STEP: 1 | > loss_disc: 1.9387905597686768 (1.9387905597686768) | > loss_disc_real_0: 0.08395712822675705 (0.08395712822675705) | > loss_disc_real_1: 0.1916225552558899 (0.1916225552558899) | > loss_disc_real_2: 0.15616349875926971 (0.15616349875926971) | > loss_disc_real_3: 0.24216371774673462 (0.24216371774673462) | > loss_disc_real_4: 0.2080371230840683 (0.2080371230840683) | > loss_disc_real_5: 0.2801300585269928 (0.2801300585269928) | > loss_0: 1.9387905597686768 (1.9387905597686768) | > loss_gen: 3.039360523223877 (3.039360523223877) | > loss_kl: 2.0968191623687744 (2.0968191623687744) | > loss_feat: 6.749751091003418 (6.749751091003418) | > loss_mel: 23.21383285522461 (23.21383285522461) | > loss_duration: 2.4071078300476074 (2.4071078300476074) | > loss_1: 37.50687026977539 (37.50687026977539)  --> STEP: 2 | > loss_disc: 2.1373133659362793 (2.038051962852478) | > loss_disc_real_0: 0.08346106112003326 (0.08370909467339516) | > loss_disc_real_1: 0.2317197471857071 (0.2116711512207985) | > loss_disc_real_2: 0.24540069699287415 (0.20078209787607193) | > loss_disc_real_3: 0.27012962102890015 (0.2561466693878174) | > loss_disc_real_4: 0.20582345128059387 (0.20693028718233109) | > loss_disc_real_5: 0.3779808580875397 (0.32905545830726624) | > loss_0: 2.1373133659362793 (2.038051962852478) | > loss_gen: 3.0787816047668457 (3.0590710639953613) | > loss_kl: 1.3897117376327515 (1.743265450000763) | > loss_feat: 6.1465349197387695 (6.448143005371094) | > loss_mel: 21.585899353027344 (22.399866104125977) | > loss_duration: 2.3913025856018066 (2.399205207824707) | > loss_1: 34.59223175048828 (36.049551010131836)  --> STEP: 3 | > loss_disc: 2.4966750144958496 (2.1909263134002686) | > loss_disc_real_0: 0.13125751912593842 (0.09955856949090958) | > loss_disc_real_1: 0.23526452481746674 (0.21953560908635458) | > loss_disc_real_2: 0.3204363286495209 (0.2406668414672216) | > loss_disc_real_3: 0.2065988928079605 (0.23963074386119843) | > loss_disc_real_4: 0.2625943124294281 (0.22548496226469675) | > loss_disc_real_5: 0.3092525601387024 (0.3224544922510783) | > loss_0: 2.4966750144958496 (2.1909263134002686) | > loss_gen: 2.496366500854492 (2.8715028762817383) | > loss_kl: 2.155144691467285 (1.8805585304896038) | > loss_feat: 6.715834140777588 (6.537373383839925) | > loss_mel: 18.23615074157715 (21.011960983276367) | > loss_duration: 2.1760449409484863 (2.3248184521993003) | > loss_1: 31.779541015625 (34.626214345296226)  --> STEP: 4 | > loss_disc: 2.6833181381225586 (2.314024269580841) | > loss_disc_real_0: 0.23446756601333618 (0.13328581862151623) | > loss_disc_real_1: 0.2791323661804199 (0.2344347983598709) | > loss_disc_real_2: 0.3301677703857422 (0.26304207369685173) | > loss_disc_real_3: 0.3147355616092682 (0.25840694829821587) | > loss_disc_real_4: 0.21333788335323334 (0.2224481925368309) | > loss_disc_real_5: 0.2912692725658417 (0.31465818732976913) | > loss_0: 2.6833181381225586 (2.314024269580841) | > loss_gen: 2.6274170875549316 (2.8104814291000366) | > loss_kl: 2.403089761734009 (2.011191338300705) | > loss_feat: 6.037171363830566 (6.4123228788375854) | > loss_mel: 15.865130424499512 (19.725253343582153) | > loss_duration: 2.265254259109497 (2.3099274039268494) | > loss_1: 29.198062896728516 (33.2691764831543)  --> STEP: 5 | > loss_disc: 2.174912452697754 (2.286201906204224) | > loss_disc_real_0: 0.10641072690486908 (0.1279108002781868) | > loss_disc_real_1: 0.2182106226682663 (0.23118996322155) | > loss_disc_real_2: 0.25585418939590454 (0.2616044968366623) | > loss_disc_real_3: 0.22425715625286102 (0.2515769898891449) | > loss_disc_real_4: 0.16107670962810516 (0.21017389595508576) | > loss_disc_real_5: 0.22382360696792603 (0.2964912712574005) | > loss_0: 2.174912452697754 (2.286201906204224) | > loss_gen: 2.6477646827697754 (2.7779380798339846) | > loss_kl: 1.9057303667068481 (1.9900991439819335) | > loss_feat: 6.001797676086426 (6.3302178382873535) | > loss_mel: 20.923351287841797 (19.964872932434083) | > loss_duration: 2.338127613067627 (2.315567445755005) | > loss_1: 33.8167724609375 (33.37869567871094)  --> STEP: 6 | > loss_disc: 2.6293396949768066 (2.343391537666321) | > loss_disc_real_0: 0.24355165660381317 (0.14718427633245787) | > loss_disc_real_1: 0.27952054142951965 (0.23924505958954492) | > loss_disc_real_2: 0.3720422685146332 (0.2800107921163241) | > loss_disc_real_3: 0.34819191694259644 (0.26767947773138684) | > loss_disc_real_4: 0.2959688901901245 (0.22447306166092554) | > loss_disc_real_5: 0.29620686173439026 (0.2964438696702321) | > loss_0: 2.6293396949768066 (2.343391537666321) | > loss_gen: 2.924891471862793 (2.8024303118387857) | > loss_kl: 1.5333402156829834 (1.9139726559321086) | > loss_feat: 4.681445598602295 (6.055422465006511) | > loss_mel: 19.11951446533203 (19.82397985458374) | > loss_duration: 2.1578304767608643 (2.289277950922648) | > loss_1: 30.417024612426758 (32.88508383433024)  --> STEP: 7 | > loss_disc: 2.14945650100708 (2.3156865324292863) | > loss_disc_real_0: 0.105647511780262 (0.14125045282500132) | > loss_disc_real_1: 0.22407685220241547 (0.237078172819955) | > loss_disc_real_2: 0.30106595158576965 (0.2830186720405306) | > loss_disc_real_3: 0.2657139003276825 (0.26739868095942904) | > loss_disc_real_4: 0.1804061383008957 (0.218177786895207) | > loss_disc_real_5: 0.19419772922992706 (0.28183727817876) | > loss_0: 2.14945650100708 (2.3156865324292863) | > loss_gen: 3.1937880516052246 (2.8583385603768483) | > loss_kl: 2.5504157543182373 (2.0048930985586986) | > loss_feat: 8.304582595825195 (6.376731055123465) | > loss_mel: 20.810672760009766 (19.964935983930314) | > loss_duration: 2.3446812629699707 (2.297192709786551) | > loss_1: 37.204139709472656 (33.50209181649344)  --> STEP: 8 | > loss_disc: 2.10221529006958 (2.289002627134323) | > loss_disc_real_0: 0.0658218041062355 (0.13182187173515558) | > loss_disc_real_1: 0.12972719967365265 (0.2236593011766672) | > loss_disc_real_2: 0.38134440779685974 (0.29530938901007175) | > loss_disc_real_3: 0.26458844542503357 (0.2670474015176296) | > loss_disc_real_4: 0.19276222586631775 (0.21500084176659584) | > loss_disc_real_5: 0.20855942368507385 (0.2726775463670492) | > loss_0: 2.10221529006958 (2.289002627134323) | > loss_gen: 2.7769904136657715 (2.848170042037964) | > loss_kl: 1.6645033359527588 (1.9623443782329562) | > loss_feat: 8.179030418395996 (6.602018475532532) | > loss_mel: 21.520122528076172 (20.159334301948547) | > loss_duration: 2.129202365875244 (2.276193916797638) | > loss_1: 36.26984786987305 (33.848061323165894)  --> STEP: 9 | > loss_disc: 2.3785622119903564 (2.2989536921183267) | > loss_disc_real_0: 0.08936736732721329 (0.12710470457871756) | > loss_disc_real_1: 0.18180198967456818 (0.21900848878754509) | > loss_disc_real_2: 0.3617714047431946 (0.30269405742486316) | > loss_disc_real_3: 0.29971039295196533 (0.2706766227881114) | > loss_disc_real_4: 0.2753514349460602 (0.22170646323098075) | > loss_disc_real_5: 0.32165640592575073 (0.27811964187357163) | > loss_0: 2.3785622119903564 (2.2989536921183267) | > loss_gen: 2.7729787826538086 (2.8398154576619468) | > loss_kl: 2.171008586883545 (1.9855292903052435) | > loss_feat: 8.426385879516602 (6.804725964864095) | > loss_mel: 21.761430740356445 (20.337345017327202) | > loss_duration: 2.1150500774383545 (2.2582890457577176) | > loss_1: 37.246856689453125 (34.225705252753365)  --> STEP: 10 | > loss_disc: 2.6437735557556152 (2.3334356784820556) | > loss_disc_real_0: 0.14206789433956146 (0.12860102355480194) | > loss_disc_real_1: 0.2868363857269287 (0.22579127848148345) | > loss_disc_real_2: 0.3872009813785553 (0.3111447498202324) | > loss_disc_real_3: 0.3407409191131592 (0.27768305242061614) | > loss_disc_real_4: 0.2618337869644165 (0.22571919560432435) | > loss_disc_real_5: 0.36002182960510254 (0.2863098606467247) | > loss_0: 2.6437735557556152 (2.3334356784820556) | > loss_gen: 2.8060760498046875 (2.8364415168762207) | > loss_kl: 1.3683642148971558 (1.923812782764435) | > loss_feat: 5.782207489013672 (6.702474117279053) | > loss_mel: 19.074443817138672 (20.21105489730835) | > loss_duration: 2.2908997535705566 (2.2615501165390013) | > loss_1: 31.321990966796875 (33.935333824157716)  --> STEP: 11 | > loss_disc: 2.7273507118225098 (2.3692461360584605) | > loss_disc_real_0: 0.11048061400651932 (0.12695371359586716) | > loss_disc_real_1: 0.21200153231620789 (0.22453766519373114) | > loss_disc_real_2: 0.4078431725502014 (0.31993551552295685) | > loss_disc_real_3: 0.3909972608089447 (0.2879843440922824) | > loss_disc_real_4: 0.30295300483703613 (0.23274045098911633) | > loss_disc_real_5: 0.29211077094078064 (0.2868372161280025) | > loss_0: 2.7273507118225098 (2.3692461360584605) | > loss_gen: 2.526296615600586 (2.808246525851163) | > loss_kl: 2.1617250442504883 (1.9454411701722578) | > loss_feat: 7.1382365226745605 (6.742088881405917) | > loss_mel: 20.10938835144043 (20.20181248404763) | > loss_duration: 2.3710267543792725 (2.2715025381608442) | > loss_1: 34.306671142578125 (33.96909176219594)  --> STEP: 12 | > loss_disc: 2.34981107711792 (2.3676265478134155) | > loss_disc_real_0: 0.10115388035774231 (0.12480372749269009) | > loss_disc_real_1: 0.2592463791370392 (0.22743005802234015) | > loss_disc_real_2: 0.41899529099464417 (0.32819049681226414) | > loss_disc_real_3: 0.18515373766422272 (0.27941512688994413) | > loss_disc_real_4: 0.1590135544538498 (0.2265965429445108) | > loss_disc_real_5: 0.2555544972419739 (0.2842303228875001) | > loss_0: 2.34981107711792 (2.3676265478134155) | > loss_gen: 2.5840063095092773 (2.789559841156006) | > loss_kl: 2.1654491424560547 (1.9637751678625743) | > loss_feat: 6.639806270599365 (6.733565330505371) | > loss_mel: 19.01378631591797 (20.10281030337016) | > loss_duration: 2.1575071811676025 (2.262002925078074) | > loss_1: 32.5605583190918 (33.85171397527059)  --> STEP: 13 | > loss_disc: 2.7183704376220703 (2.3946068470294657) | > loss_disc_real_0: 0.26769691705703735 (0.13579551130533218) | > loss_disc_real_1: 0.18826256692409515 (0.22441717409170592) | > loss_disc_real_2: 0.3257470726966858 (0.3280025411110658) | > loss_disc_real_3: 0.3572990298271179 (0.2854061963466498) | > loss_disc_real_4: 0.3216719329357147 (0.2339100344822957) | > loss_disc_real_5: 0.391905814409256 (0.29251305300455827) | > loss_0: 2.7183704376220703 (2.3946068470294657) | > loss_gen: 2.7519145011901855 (2.7866640457740197) | > loss_kl: 1.5482124090194702 (1.9318088017977202) | > loss_feat: 5.684613227844238 (6.652876707223745) | > loss_mel: 20.063983917236328 (20.09982365828294) | > loss_duration: 2.1074719429016113 (2.2501159264491153) | > loss_1: 32.15619659423828 (33.721289561345024)  --> STEP: 14 | > loss_disc: 2.3017568588256836 (2.38797470501491) | > loss_disc_real_0: 0.1194898933172226 (0.1346308243061815) | > loss_disc_real_1: 0.18548625707626343 (0.2216363943048886) | > loss_disc_real_2: 0.28885817527770996 (0.3252065149801118) | > loss_disc_real_3: 0.2910177707672119 (0.28580702309097566) | > loss_disc_real_4: 0.19767402112483978 (0.231321747813906) | > loss_disc_real_5: 0.2529756724834442 (0.28968895439590725) | > loss_0: 2.3017568588256836 (2.38797470501491) | > loss_gen: 2.5838122367858887 (2.7721746308462962) | > loss_kl: 1.8462162017822266 (1.9256950446537562) | > loss_feat: 7.217804908752441 (6.693228721618652) | > loss_mel: 20.978008270263672 (20.162551130567277) | > loss_duration: 2.3523788452148438 (2.257420420646667) | > loss_1: 34.97822189331055 (33.8110704421997)  --> STEP: 15 | > loss_disc: 2.534156322479248 (2.397720146179199) | > loss_disc_real_0: 0.3633231818675995 (0.1498769814769427) | > loss_disc_real_1: 0.18680813908576965 (0.21931451062361398) | > loss_disc_real_2: 0.3306120038032532 (0.3255668809016546) | > loss_disc_real_3: 0.1899184137582779 (0.2794144491354625) | > loss_disc_real_4: 0.1779778003692627 (0.22776548465092977) | > loss_disc_real_5: 0.15120697021484375 (0.2804568221171697) | > loss_0: 2.534156322479248 (2.397720146179199) | > loss_gen: 2.5435452461242676 (2.7569326718648273) | > loss_kl: 1.9649189710617065 (1.928309973080953) | > loss_feat: 9.740501403808594 (6.896380233764648) | > loss_mel: 20.087900161743164 (20.157574399312338) | > loss_duration: 2.2591662406921387 (2.2575368086496983) | > loss_1: 36.596031188964844 (33.99673449198404)  --> STEP: 16 | > loss_disc: 2.549861192703247 (2.407228961586952) | > loss_disc_real_0: 0.17157882452011108 (0.15123334666714072) | > loss_disc_real_1: 0.23241272568702698 (0.2201331490650773) | > loss_disc_real_2: 0.3058216869831085 (0.32433280628174543) | > loss_disc_real_3: 0.28182217478752136 (0.2795649319887162) | > loss_disc_real_4: 0.22515563666820526 (0.2276023691520095) | > loss_disc_real_5: 0.2766380310058594 (0.2802181476727128) | > loss_0: 2.549861192703247 (2.407228961586952) | > loss_gen: 2.5054192543029785 (2.741213083267212) | > loss_kl: 2.2561984062194824 (1.948803000152111) | > loss_feat: 6.538955211639404 (6.874041169881821) | > loss_mel: 17.666362762451172 (20.001873672008514) | > loss_duration: 2.3551933765411377 (2.2636403441429134) | > loss_1: 31.32213020324707 (33.82957172393798)  --> STEP: 17 | > loss_disc: 2.5332133769989014 (2.414639809552361) | > loss_disc_real_0: 0.11856000125408173 (0.1493113851722549) | > loss_disc_real_1: 0.1571638435125351 (0.21642907226786895) | > loss_disc_real_2: 0.33704474568367004 (0.3250805674230351) | > loss_disc_real_3: 0.32529371976852417 (0.28225486068164607) | > loss_disc_real_4: 0.3074885308742523 (0.23230155513567083) | > loss_disc_real_5: 0.3470233082771301 (0.2841478630023844) | > loss_0: 2.5332133769989014 (2.414639809552361) | > loss_gen: 2.6146297454833984 (2.7337670045740463) | > loss_kl: 1.9805454015731812 (1.9506702002357035) | > loss_feat: 6.59269380569458 (6.85749132492963) | > loss_mel: 20.952787399291992 (20.057809773613425) | > loss_duration: 2.327425956726074 (2.2673924390007465) | > loss_1: 34.468082427978516 (33.86713117711684)  --> STEP: 18 | > loss_disc: 2.1050503253936768 (2.3974403937657676) | > loss_disc_real_0: 0.10584650933742523 (0.14689666984809768) | > loss_disc_real_1: 0.19471898674964905 (0.21522295640574562) | > loss_disc_real_2: 0.2098282277584076 (0.31867765966388917) | > loss_disc_real_3: 0.2234293818473816 (0.2789867785241869) | > loss_disc_real_4: 0.23515142500400543 (0.2324598812394672) | > loss_disc_real_5: 0.2187037616968155 (0.28051207959651947) | > loss_0: 2.1050503253936768 (2.3974403937657676) | > loss_gen: 2.816072940826416 (2.738339556588067) | > loss_kl: 2.053004026412964 (1.9563554128011067) | > loss_feat: 8.613789558410645 (6.9550634490119085) | > loss_mel: 19.287199020385742 (20.014998065100777) | > loss_duration: 2.186544418334961 (2.2629008822970915) | > loss_1: 34.95661163330078 (33.92765786912705)  --> STEP: 19 | > loss_disc: 2.4340744018554688 (2.399368499454699) | > loss_disc_real_0: 0.17637258768081665 (0.14844803394455658) | > loss_disc_real_1: 0.22143274545669556 (0.2155497874084272) | > loss_disc_real_2: 0.4430679678916931 (0.3252245179916683) | > loss_disc_real_3: 0.21933233737945557 (0.27584707109551687) | > loss_disc_real_4: 0.20771117508411407 (0.2311573177576065) | > loss_disc_real_5: 0.23250815272331238 (0.27798555712950856) | > loss_0: 2.4340744018554688 (2.399368499454699) | > loss_gen: 2.7674684524536133 (2.7398726563704643) | > loss_kl: 1.9247851371765137 (1.9546938193471808) | > loss_feat: 7.966461658477783 (7.008294933720639) | > loss_mel: 19.869016647338867 (20.007314832586992) | > loss_duration: 2.3506975173950195 (2.2675217578285616) | > loss_1: 34.8784294128418 (33.97769847669099)  --> STEP: 20 | > loss_disc: 2.1346993446350098 (2.3861350417137146) | > loss_disc_real_0: 0.23648971319198608 (0.15285011790692807) | > loss_disc_real_1: 0.22815647721290588 (0.21618012189865113) | > loss_disc_real_2: 0.2734704911708832 (0.32263681665062904) | > loss_disc_real_3: 0.26344090700149536 (0.27522676289081577) | > loss_disc_real_4: 0.18428868055343628 (0.22881388589739798) | > loss_disc_real_5: 0.22539182007312775 (0.2753558702766895) | > loss_0: 2.1346993446350098 (2.3861350417137146) | > loss_gen: 3.4010167121887207 (2.772929859161377) | > loss_kl: 1.848899006843567 (1.9494040787220002) | > loss_feat: 8.665162086486816 (7.091138291358948) | > loss_mel: 21.426666259765625 (20.078282403945924) | > loss_duration: 2.2947466373443604 (2.2688830018043515) | > loss_1: 37.63648986816406 (34.160638046264644)  --> STEP: 21 | > loss_disc: 2.691962957382202 (2.4006982757931663) | > loss_disc_real_0: 0.23406362533569336 (0.15671742778448833) | > loss_disc_real_1: 0.3167771100997925 (0.22097045467013404) | > loss_disc_real_2: 0.2855084538459778 (0.3208687993742171) | > loss_disc_real_3: 0.36301901936531067 (0.2794073465324584) | > loss_disc_real_4: 0.29470428824424744 (0.23195152410439082) | > loss_disc_real_5: 0.31185588240623474 (0.2770939660923822) | > loss_0: 2.691962957382202 (2.4006982757931663) | > loss_gen: 2.9342877864837646 (2.7806135699862526) | > loss_kl: 2.2106497287750244 (1.9618443477721441) | > loss_feat: 5.6775922775268555 (7.023826576414562) | > loss_mel: 18.43825912475586 (20.000186057317826) | > loss_duration: 2.145585060119629 (2.263011671247936) | > loss_1: 31.4063720703125 (34.02948252360026)  --> STEP: 22 | > loss_disc: 1.7901358604431152 (2.3729454387318003) | > loss_disc_real_0: 0.09196067601442337 (0.1537739390676672) | > loss_disc_real_1: 0.17767924070358276 (0.21900267221710898) | > loss_disc_real_2: 0.2680303156375885 (0.3184670501134612) | > loss_disc_real_3: 0.2178705632686615 (0.27661022002046765) | > loss_disc_real_4: 0.14433470368385315 (0.22796894135800275) | > loss_disc_real_5: 0.19049958884716034 (0.2731578580357812) | > loss_0: 1.7901358604431152 (2.3729454387318003) | > loss_gen: 3.3018152713775635 (2.8043045564131304) | > loss_kl: 1.6122490167617798 (1.9459536509080366) | > loss_feat: 10.251255989074707 (7.17052791335366) | > loss_mel: 22.090930938720703 (20.095219915563412) | > loss_duration: 2.097701072692871 (2.255497553131797) | > loss_1: 39.35395431518555 (34.27150396867232)  --> STEP: 23 | > loss_disc: 2.401115655899048 (2.3741702307825503) | > loss_disc_real_0: 0.1597667932510376 (0.15403449794520505) | > loss_disc_real_1: 0.23205380141735077 (0.2195701126171195) | > loss_disc_real_2: 0.34936413168907166 (0.31981040148631384) | > loss_disc_real_3: 0.2778194844722748 (0.2766627967357636) | > loss_disc_real_4: 0.20809487998485565 (0.2271048517330833) | > loss_disc_real_5: 0.2169659286737442 (0.27071473067221435) | > loss_0: 2.401115655899048 (2.3741702307825503) | > loss_gen: 2.746534585952759 (2.8017928185670273) | > loss_kl: 2.1573898792266846 (1.9551465304001518) | > loss_feat: 6.303229331970215 (7.132819279380467) | > loss_mel: 18.162996292114258 (20.011210192804754) | > loss_duration: 2.2657017707824707 (2.2559412147687827) | > loss_1: 31.63585090637207 (34.15691035726796)  --> STEP: 24 | > loss_disc: 2.3102405071258545 (2.3715064922968545) | > loss_disc_real_0: 0.10467169433832169 (0.1519777144615849) | > loss_disc_real_1: 0.1671479046344757 (0.21738585395117602) | > loss_disc_real_2: 0.22912415862083435 (0.31603180803358555) | > loss_disc_real_3: 0.26988258957862854 (0.2763802881042163) | > loss_disc_real_4: 0.16530978679656982 (0.2245300573607286) | > loss_disc_real_5: 0.2539554536342621 (0.27001642746229965) | > loss_0: 2.3102405071258545 (2.3715064922968545) | > loss_gen: 2.477574110031128 (2.7882837057113647) | > loss_kl: 2.034492254257202 (1.9584526022275288) | > loss_feat: 9.27878189086914 (7.222234388192494) | > loss_mel: 20.07355499267578 (20.01380789279938) | > loss_duration: 2.412047863006592 (2.262445658445358) | > loss_1: 36.276451110839844 (34.24522455533346)  --> STEP: 25 | > loss_disc: 2.5713143348693848 (2.3794988059997557) | > loss_disc_real_0: 0.18818911910057068 (0.1534261706471443) | > loss_disc_real_1: 0.250398725271225 (0.21870636880397798) | > loss_disc_real_2: 0.23716704547405243 (0.31287721753120423) | > loss_disc_real_3: 0.2569751739501953 (0.27560408353805543) | > loss_disc_real_4: 0.23444844782352448 (0.22492679297924043) | > loss_disc_real_5: 0.20722146332263947 (0.2675046288967133) | > loss_0: 2.5713143348693848 (2.3794988059997557) | > loss_gen: 2.137021780014038 (2.762233228683472) | > loss_kl: 2.0859546661376953 (1.9635526847839355) | > loss_feat: 5.1314697265625 (7.138603801727295) | > loss_mel: 15.71284008026123 (19.841769180297856) | > loss_duration: 2.327786684036255 (2.2650592994689935) | > loss_1: 27.39507293701172 (33.971218490600585)  --> STEP: 26 | > loss_disc: 2.692436695098877 (2.3915348786574144) | > loss_disc_real_0: 0.20805484056472778 (0.15552727333628213) | > loss_disc_real_1: 0.23521007597446442 (0.2193411267720736) | > loss_disc_real_2: 0.2634178102016449 (0.31097493263391346) | > loss_disc_real_3: 0.2641640603542328 (0.27516408264636993) | > loss_disc_real_4: 0.27710413932800293 (0.22693361399265435) | > loss_disc_real_5: 0.2312946319580078 (0.2661119367067631) | > loss_0: 2.692436695098877 (2.3915348786574144) | > loss_gen: 2.0358898639678955 (2.7342969454251804) | > loss_kl: 1.9423974752426147 (1.9627390228785002) | > loss_feat: 5.509952545166016 (7.07596336878263) | > loss_mel: 14.264062881469727 (19.627242014958313) | > loss_duration: 2.3046212196350098 (2.266580911783071) | > loss_1: 26.05692481994629 (33.666822580190804) --> EVAL PERFORMANCE | > avg_loader_time: 0.0020964145660400386 (-5.346078139085043e-05) | > avg_loss_disc: 2.3915348786574144 (+0.09553724527359053) | > avg_loss_disc_real_0: 0.15552727333628213 (+0.027984614842213096) | > avg_loss_disc_real_1: 0.2193411267720736 (+0.051883692924792946) | > avg_loss_disc_real_2: 0.31097493263391346 (+0.04396478946392346) | > avg_loss_disc_real_3: 0.27516408264636993 (-0.04090905877260059) | > avg_loss_disc_real_4: 0.22693361399265435 (-0.05916095410402003) | > avg_loss_disc_real_5: 0.2661119367067631 (-0.03832054883241648) | > avg_loss_0: 2.3915348786574144 (+0.09553724527359053) | > avg_loss_gen: 2.7342969454251804 (-0.37910089126000024) | > avg_loss_kl: 1.9627390228785002 (-0.033418508676382075) | > avg_loss_feat: 7.07596336878263 (-0.617153662901659) | > avg_loss_mel: 19.627242014958313 (-1.3261570563683094) | > avg_loss_duration: 2.266580911783071 (+0.0006129833368144766) | > avg_loss_1: 33.666822580190804 (-2.355216906620903)  > EPOCH: 94/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:04:00)   --> TIME: 2024-06-10 19:04:02 -- STEP: 4/330 -- GLOBAL_STEP: 119025 | > loss_disc: 2.354555130004883 (2.3082315325737) | > loss_disc_real_0: 0.09631308913230896 (0.11626376211643219) | > loss_disc_real_1: 0.1482483446598053 (0.19084302335977554) | > loss_disc_real_2: 0.18534858524799347 (0.20304273441433907) | > loss_disc_real_3: 0.22338061034679413 (0.2427740842103958) | > loss_disc_real_4: 0.23294265568256378 (0.24554786831140518) | > loss_disc_real_5: 0.23989735543727875 (0.22539047524333) | > loss_0: 2.354555130004883 (2.3082315325737) | > grad_norm_0: tensor(8.5087, device='cuda:0') (tensor(8.7895, device='cuda:0')) | > loss_gen: 2.520250082015991 (2.5501387119293213) | > loss_kl: 1.4050002098083496 (1.4999575912952423) | > loss_feat: 6.36369514465332 (6.729652523994446) | > loss_mel: 20.65027618408203 (20.603477001190186) | > loss_duration: 2.373608112335205 (2.3574575781822205) | > loss_1: 33.31283187866211 (33.740684509277344) | > grad_norm_1: tensor(70.6196, device='cuda:0') (tensor(97.9725, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3444 (0.3353712558746338) | > loader_time: 0.0028 (0.002845287322998047)  --> TIME: 2024-06-10 19:04:11 -- STEP: 29/330 -- GLOBAL_STEP: 119050 | > loss_disc: 2.2278711795806885 (2.2897559363266518) | > loss_disc_real_0: 0.09816062450408936 (0.11982516995791731) | > loss_disc_real_1: 0.17731532454490662 (0.19983308736620278) | > loss_disc_real_2: 0.1895352005958557 (0.21825112248289175) | > loss_disc_real_3: 0.2360723912715912 (0.22269860783527637) | > loss_disc_real_4: 0.20589636266231537 (0.2186640192722452) | > loss_disc_real_5: 0.17798133194446564 (0.21552986214900838) | > loss_0: 2.2278711795806885 (2.2897559363266518) | > grad_norm_0: tensor(11.0368, device='cuda:0') (tensor(9.3859, device='cuda:0')) | > loss_gen: 2.7030022144317627 (2.570289060987275) | > loss_kl: 1.5743651390075684 (1.6140694618225098) | > loss_feat: 7.853820323944092 (7.090906373385725) | > loss_mel: 20.834304809570312 (20.239663485823005) | > loss_duration: 2.125030755996704 (2.1648268740752643) | > loss_1: 35.09052276611328 (33.679755243761804) | > grad_norm_1: tensor(122.8072, device='cuda:0') (tensor(94.6443, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3502 (0.3410734061537118) | > loader_time: 0.0032 (0.003017869488946323)  --> TIME: 2024-06-10 19:04:20 -- STEP: 54/330 -- GLOBAL_STEP: 119075 | > loss_disc: 2.275516986846924 (2.288695043987699) | > loss_disc_real_0: 0.09445391595363617 (0.11631591728440037) | > loss_disc_real_1: 0.17456242442131042 (0.20344267261249047) | > loss_disc_real_2: 0.26255837082862854 (0.2210797797198649) | > loss_disc_real_3: 0.2618420720100403 (0.2257522079679701) | > loss_disc_real_4: 0.23842832446098328 (0.21630073918236625) | > loss_disc_real_5: 0.2312012016773224 (0.21342362877395418) | > loss_0: 2.275516986846924 (2.288695043987699) | > grad_norm_0: tensor(9.2692, device='cuda:0') (tensor(9.2049, device='cuda:0')) | > loss_gen: 2.5027880668640137 (2.5711607491528548) | > loss_kl: 1.6537964344024658 (1.6157863493318911) | > loss_feat: 6.897763729095459 (7.1295101024486405) | > loss_mel: 20.14540672302246 (20.18935510847304) | > loss_duration: 2.0875368118286133 (2.123549119189933) | > loss_1: 33.28729248046875 (33.629361647146744) | > grad_norm_1: tensor(169.7708, device='cuda:0') (tensor(105.9172, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3605 (0.34742699729071735) | > loader_time: 0.0034 (0.003256678581237793)  --> TIME: 2024-06-10 19:04:29 -- STEP: 79/330 -- GLOBAL_STEP: 119100 | > loss_disc: 2.2219221591949463 (2.2890468790561345) | > loss_disc_real_0: 0.1344449371099472 (0.11721629168413862) | > loss_disc_real_1: 0.13910850882530212 (0.20249917895733555) | > loss_disc_real_2: 0.1958722621202469 (0.2194199973269354) | > loss_disc_real_3: 0.2265286147594452 (0.22415554598916934) | > loss_disc_real_4: 0.2041977345943451 (0.21606950009170972) | > loss_disc_real_5: 0.2037942260503769 (0.2135767465150809) | > loss_0: 2.2219221591949463 (2.2890468790561345) | > grad_norm_0: tensor(6.7187, device='cuda:0') (tensor(10.3740, device='cuda:0')) | > loss_gen: 2.7740583419799805 (2.56791806522804) | > loss_kl: 1.6416544914245605 (1.6138972013811526) | > loss_feat: 7.607356071472168 (7.157817146446131) | > loss_mel: 20.51625633239746 (20.197596827639813) | > loss_duration: 2.0352373123168945 (2.1062525299530996) | > loss_1: 34.574562072753906 (33.643481918528124) | > grad_norm_1: tensor(78.2916, device='cuda:0') (tensor(132.1351, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3874 (0.3518303436569021) | > loader_time: 0.0036 (0.0033941449998300286)  --> TIME: 2024-06-10 19:04:38 -- STEP: 104/330 -- GLOBAL_STEP: 119125 | > loss_disc: 2.221236228942871 (2.2799968811181865) | > loss_disc_real_0: 0.1390298306941986 (0.11719978192391303) | > loss_disc_real_1: 0.17995977401733398 (0.20136226355456388) | > loss_disc_real_2: 0.2533983886241913 (0.21759066487161013) | > loss_disc_real_3: 0.1868915855884552 (0.22161705075548246) | > loss_disc_real_4: 0.18518561124801636 (0.21470326228210562) | > loss_disc_real_5: 0.17597682774066925 (0.2125762447428245) | > loss_0: 2.221236228942871 (2.2799968811181865) | > grad_norm_0: tensor(14.4866, device='cuda:0') (tensor(11.0657, device='cuda:0')) | > loss_gen: 2.8588433265686035 (2.5698587619341335) | > loss_kl: 1.4760985374450684 (1.6189392243440337) | > loss_feat: 8.389348983764648 (7.186722402389233) | > loss_mel: 20.290842056274414 (20.18641844162575) | > loss_duration: 2.120208740234375 (2.1011640016849236) | > loss_1: 35.13534164428711 (33.66310293857869) | > grad_norm_1: tensor(89.7134, device='cuda:0') (tensor(136.3127, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3474 (0.3550109198460211) | > loader_time: 0.0037 (0.003480500899828397)  --> TIME: 2024-06-10 19:04:47 -- STEP: 129/330 -- GLOBAL_STEP: 119150 | > loss_disc: 2.1716392040252686 (2.2793710878653117) | > loss_disc_real_0: 0.07693261653184891 (0.11769845059444738) | > loss_disc_real_1: 0.19686342775821686 (0.2007444167090941) | > loss_disc_real_2: 0.19354607164859772 (0.2180195234773695) | > loss_disc_real_3: 0.23980244994163513 (0.22202949145043543) | > loss_disc_real_4: 0.21684309840202332 (0.2148380468982135) | > loss_disc_real_5: 0.22077032923698425 (0.21221112592737804) | > loss_0: 2.1716392040252686 (2.2793710878653117) | > grad_norm_0: tensor(7.8616, device='cuda:0') (tensor(11.4077, device='cuda:0')) | > loss_gen: 2.578019857406616 (2.575189555338187) | > loss_kl: 1.2486363649368286 (1.6146060459373535) | > loss_feat: 6.979647159576416 (7.207295277321985) | > loss_mel: 20.70542335510254 (20.170970561892496) | > loss_duration: 2.057178258895874 (2.0982912326043888) | > loss_1: 33.568904876708984 (33.666352678639036) | > grad_norm_1: tensor(55.1473, device='cuda:0') (tensor(147.8190, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3538 (0.3549522706704546) | > loader_time: 0.004 (0.003577646358992702)  --> TIME: 2024-06-10 19:04:57 -- STEP: 154/330 -- GLOBAL_STEP: 119175 | > loss_disc: 2.3104634284973145 (2.270043544955068) | > loss_disc_real_0: 0.11433039605617523 (0.11667918975090051) | > loss_disc_real_1: 0.21901904046535492 (0.20016771593651211) | > loss_disc_real_2: 0.2499784678220749 (0.2175657008956005) | > loss_disc_real_3: 0.25284484028816223 (0.22136146701001502) | > loss_disc_real_4: 0.22856511175632477 (0.21364939890124582) | > loss_disc_real_5: 0.19964221119880676 (0.2112071499615521) | > loss_0: 2.3104634284973145 (2.270043544955068) | > grad_norm_0: tensor(11.5115, device='cuda:0') (tensor(12.5211, device='cuda:0')) | > loss_gen: 2.6989893913269043 (2.590688403550681) | > loss_kl: 1.4181915521621704 (1.606998276400876) | > loss_feat: 7.396947383880615 (7.259412836718869) | > loss_mel: 19.707447052001953 (20.151880028960004) | > loss_duration: 2.1104588508605957 (2.0978613875129) | > loss_1: 33.332035064697266 (33.706840911468916) | > grad_norm_1: tensor(79.8721, device='cuda:0') (tensor(164.3021, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3685 (0.3556337573311546) | > loader_time: 0.0042 (0.003677910024469549)  --> TIME: 2024-06-10 19:05:06 -- STEP: 179/330 -- GLOBAL_STEP: 119200 | > loss_disc: 2.2718794345855713 (2.2641801394563803) | > loss_disc_real_0: 0.09907826036214828 (0.1159770242744984) | > loss_disc_real_1: 0.1511968970298767 (0.20038558775819212) | > loss_disc_real_2: 0.23305456340312958 (0.217031255947145) | > loss_disc_real_3: 0.23168183863162994 (0.22030473113392984) | > loss_disc_real_4: 0.2126442790031433 (0.21229863391575202) | > loss_disc_real_5: 0.1930316984653473 (0.20987668575188306) | > loss_0: 2.2718794345855713 (2.2641801394563803) | > grad_norm_0: tensor(11.8566, device='cuda:0') (tensor(13.3026, device='cuda:0')) | > loss_gen: 2.639836072921753 (2.6049531718206156) | > loss_kl: 1.5990872383117676 (1.5942423903076346) | > loss_feat: 8.044981002807617 (7.328458069423058) | > loss_mel: 20.070682525634766 (20.17191940179751) | > loss_duration: 2.129357099533081 (2.1018861831899454) | > loss_1: 34.483943939208984 (33.80145922186656) | > grad_norm_1: tensor(418.4445, device='cuda:0') (tensor(176.5185, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3615 (0.357467462230661) | > loader_time: 0.0044 (0.003825773739947953)  --> TIME: 2024-06-10 19:05:16 -- STEP: 204/330 -- GLOBAL_STEP: 119225 | > loss_disc: 2.450876474380493 (2.2658186215980374) | > loss_disc_real_0: 0.1678697168827057 (0.11632826723450539) | > loss_disc_real_1: 0.16691520810127258 (0.20166659267509685) | > loss_disc_real_2: 0.23114114999771118 (0.21715922237319105) | > loss_disc_real_3: 0.23358453810214996 (0.2206828307141276) | > loss_disc_real_4: 0.19307826459407806 (0.21217264067016395) | > loss_disc_real_5: 0.20030853152275085 (0.2092260198996348) | > loss_0: 2.450876474380493 (2.2658186215980374) | > grad_norm_0: tensor(43.4221, device='cuda:0') (tensor(15.0468, device='cuda:0')) | > loss_gen: 2.585994243621826 (2.610963066418968) | > loss_kl: 1.7710795402526855 (1.594709541283402) | > loss_feat: 7.919320583343506 (7.356204900087095) | > loss_mel: 20.348005294799805 (20.164542011186207) | > loss_duration: 2.102132797241211 (2.10737771613925) | > loss_1: 34.726531982421875 (33.83379719304104) | > grad_norm_1: tensor(171.8697, device='cuda:0') (tensor(195.8112, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.3952 (0.3616005906871721) | > loader_time: 0.0052 (0.003955115290249094)  --> TIME: 2024-06-10 19:05:26 -- STEP: 229/330 -- GLOBAL_STEP: 119250 | > loss_disc: 2.356767177581787 (2.257031582848993) | > loss_disc_real_0: 0.11607253551483154 (0.11429567407312352) | > loss_disc_real_1: 0.1717134267091751 (0.20200748442302105) | > loss_disc_real_2: 0.24679319560527802 (0.2159339871469023) | > loss_disc_real_3: 0.2519785463809967 (0.2199258650754737) | > loss_disc_real_4: 0.23791557550430298 (0.2116399750308699) | > loss_disc_real_5: 0.22220507264137268 (0.20911745844189258) | > loss_0: 2.356767177581787 (2.257031582848993) | > grad_norm_0: tensor(28.4396, device='cuda:0') (tensor(16.0604, device='cuda:0')) | > loss_gen: 2.769615411758423 (2.6296312475829167) | > loss_kl: 1.690062165260315 (1.5971818636598547) | > loss_feat: 7.819037914276123 (7.410738530637916) | > loss_mel: 20.03303337097168 (20.152879498410968) | > loss_duration: 2.1824352741241455 (2.113620224998506) | > loss_1: 34.49418258666992 (33.90405130178128) | > grad_norm_1: tensor(434.6495, device='cuda:0') (tensor(205.0717, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.4112 (0.36615262906103674) | > loader_time: 0.0052 (0.004124049015961357)  --> TIME: 2024-06-10 19:05:37 -- STEP: 254/330 -- GLOBAL_STEP: 119275 | > loss_disc: 2.17647123336792 (2.260977060306728) | > loss_disc_real_0: 0.14448368549346924 (0.11497327387626247) | > loss_disc_real_1: 0.19196553528308868 (0.20276224589723302) | > loss_disc_real_2: 0.2341838926076889 (0.21612879622170306) | > loss_disc_real_3: 0.25926458835601807 (0.2206149543598881) | > loss_disc_real_4: 0.23071452975273132 (0.21133115547379172) | > loss_disc_real_5: 0.19435974955558777 (0.20939077049728455) | > loss_0: 2.17647123336792 (2.260977060306728) | > grad_norm_0: tensor(34.1803, device='cuda:0') (tensor(16.9404, device='cuda:0')) | > loss_gen: 2.8192808628082275 (2.632831003722245) | > loss_kl: 1.6580277681350708 (1.5961129853105922) | > loss_feat: 8.291498184204102 (7.420312188741729) | > loss_mel: 20.976837158203125 (20.12009922538218) | > loss_duration: 2.128852367401123 (2.1190177709098856) | > loss_1: 35.87449645996094 (33.88837311962458) | > grad_norm_1: tensor(461.7538, device='cuda:0') (tensor(216.9824, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.4281 (0.3711339892364862) | > loader_time: 0.0064 (0.004293834130595046)  --> TIME: 2024-06-10 19:05:48 -- STEP: 279/330 -- GLOBAL_STEP: 119300 | > loss_disc: 2.28523850440979 (2.2593757913958625) | > loss_disc_real_0: 0.13147227466106415 (0.11440001394746552) | > loss_disc_real_1: 0.21622999012470245 (0.20256400017541795) | > loss_disc_real_2: 0.22670748829841614 (0.21620979034558846) | > loss_disc_real_3: 0.2062389850616455 (0.220921375097767) | > loss_disc_real_4: 0.22022436559200287 (0.21162547390093508) | > loss_disc_real_5: 0.2387080043554306 (0.2090537873861183) | > loss_0: 2.28523850440979 (2.2593757913958625) | > grad_norm_0: tensor(13.7836, device='cuda:0') (tensor(17.3515, device='cuda:0')) | > loss_gen: 2.7959797382354736 (2.6351244791434247) | > loss_kl: 1.6302504539489746 (1.5991086904293323) | > loss_feat: 8.216076850891113 (7.44716064562507) | > loss_mel: 20.20942497253418 (20.08797374848398) | > loss_duration: 2.176971673965454 (2.1265251533959475) | > loss_1: 35.02870178222656 (33.8958926388867) | > grad_norm_1: tensor(260.3729, device='cuda:0') (tensor(224.1636, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.4521 (0.37697378025260025) | > loader_time: 0.0065 (0.004472538561803891)  --> TIME: 2024-06-10 19:06:00 -- STEP: 304/330 -- GLOBAL_STEP: 119325 | > loss_disc: 2.2922751903533936 (2.256972255283279) | > loss_disc_real_0: 0.11157290637493134 (0.1146924230637715) | > loss_disc_real_1: 0.24197964370250702 (0.20265949747868273) | > loss_disc_real_2: 0.21079976856708527 (0.2159285805629272) | > loss_disc_real_3: 0.23494386672973633 (0.22067262036235713) | > loss_disc_real_4: 0.20161490142345428 (0.2115272219341836) | > loss_disc_real_5: 0.18576087057590485 (0.20861853698366564) | > loss_0: 2.2922751903533936 (2.256972255283279) | > grad_norm_0: tensor(16.2176, device='cuda:0') (tensor(17.8353, device='cuda:0')) | > loss_gen: 2.62724232673645 (2.6374734240142934) | > loss_kl: 1.6425020694732666 (1.601347438206799) | > loss_feat: 8.454032897949219 (7.47667341640121) | > loss_mel: 19.745628356933594 (20.04959383763766) | > loss_duration: 2.265794038772583 (2.1356105326037627) | > loss_1: 34.735198974609375 (33.9006986116108) | > grad_norm_1: tensor(425.3712, device='cuda:0') (tensor(228.5111, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.469 (0.38417170784975374) | > loader_time: 0.0077 (0.004666182555650406)  --> TIME: 2024-06-10 19:06:29 -- STEP: 329/330 -- GLOBAL_STEP: 119350 | > loss_disc: 2.3255655765533447 (2.260275228045267) | > loss_disc_real_0: 0.16094401478767395 (0.1163048987534452) | > loss_disc_real_1: 0.23030784726142883 (0.20326970662570656) | > loss_disc_real_2: 0.22465641796588898 (0.21556229581405326) | > loss_disc_real_3: 0.2373102307319641 (0.22027832025090255) | > loss_disc_real_4: 0.21029140055179596 (0.21185006930473) | > loss_disc_real_5: 0.17960847914218903 (0.208694855266429) | > loss_0: 2.3255655765533447 (2.260275228045267) | > grad_norm_0: tensor(7.9869, device='cuda:0') (tensor(17.8980, device='cuda:0')) | > loss_gen: 2.367274761199951 (2.6324985172248545) | > loss_kl: 1.8722078800201416 (1.6086080730142576) | > loss_feat: 10.960845947265625 (7.563137868979782) | > loss_mel: 19.020912170410156 (20.00237047491102) | > loss_duration: 2.280712127685547 (2.148513797568691) | > loss_1: 36.501953125 (33.95512869582711) | > grad_norm_1: tensor(55.2441, device='cuda:0') (tensor(229.0283, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 14.6806 (0.4407735450651872) | > loader_time: 0.0338 (0.005114504631529459)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0614395141601562 (2.0614395141601562) | > loss_disc_real_0: 0.07852667570114136 (0.07852667570114136) | > loss_disc_real_1: 0.23536141216754913 (0.23536141216754913) | > loss_disc_real_2: 0.2134910374879837 (0.2134910374879837) | > loss_disc_real_3: 0.19197766482830048 (0.19197766482830048) | > loss_disc_real_4: 0.2390996813774109 (0.2390996813774109) | > loss_disc_real_5: 0.1849208027124405 (0.1849208027124405) | > loss_0: 2.0614395141601562 (2.0614395141601562) | > loss_gen: 2.6815273761749268 (2.6815273761749268) | > loss_kl: 1.4918619394302368 (1.4918619394302368) | > loss_feat: 7.702164173126221 (7.702164173126221) | > loss_mel: 22.161617279052734 (22.161617279052734) | > loss_duration: 2.694613456726074 (2.694613456726074) | > loss_1: 36.73178482055664 (36.73178482055664)  --> STEP: 1 | > loss_disc: 2.490480899810791 (2.490480899810791) | > loss_disc_real_0: 0.10593460500240326 (0.10593460500240326) | > loss_disc_real_1: 0.32563862204551697 (0.32563862204551697) | > loss_disc_real_2: 0.261028528213501 (0.261028528213501) | > loss_disc_real_3: 0.3259154260158539 (0.3259154260158539) | > loss_disc_real_4: 0.296795129776001 (0.296795129776001) | > loss_disc_real_5: 0.3310408890247345 (0.3310408890247345) | > loss_0: 2.490480899810791 (2.490480899810791) | > loss_gen: 2.701817512512207 (2.701817512512207) | > loss_kl: 1.324613332748413 (1.324613332748413) | > loss_feat: 5.505220890045166 (5.505220890045166) | > loss_mel: 19.71177864074707 (19.71177864074707) | > loss_duration: 2.2983877658843994 (2.2983877658843994) | > loss_1: 31.541818618774414 (31.541818618774414)  --> STEP: 2 | > loss_disc: 1.8645203113555908 (2.177500605583191) | > loss_disc_real_0: 0.06177183985710144 (0.08385322242975235) | > loss_disc_real_1: 0.2705041766166687 (0.29807139933109283) | > loss_disc_real_2: 0.21772073209285736 (0.23937463015317917) | > loss_disc_real_3: 0.20199324190616608 (0.26395433396101) | > loss_disc_real_4: 0.206239253282547 (0.251517191529274) | > loss_disc_real_5: 0.16790400445461273 (0.24947244673967361) | > loss_0: 1.8645203113555908 (2.177500605583191) | > loss_gen: 3.1947526931762695 (2.9482851028442383) | > loss_kl: 1.9980310201644897 (1.6613221764564514) | > loss_feat: 7.894021511077881 (6.699621200561523) | > loss_mel: 21.58881378173828 (20.650296211242676) | > loss_duration: 2.4058196544647217 (2.3521037101745605) | > loss_1: 37.08143615722656 (34.31162738800049)  --> STEP: 3 | > loss_disc: 2.0237836837768555 (2.1262616316477456) | > loss_disc_real_0: 0.0582706555724144 (0.07532570014397304) | > loss_disc_real_1: 0.2444632351398468 (0.2802020112673442) | > loss_disc_real_2: 0.16987819969654083 (0.21620915333429971) | > loss_disc_real_3: 0.18008480966091156 (0.23599782586097717) | > loss_disc_real_4: 0.24502292275428772 (0.24935243527094522) | > loss_disc_real_5: 0.23920266330242157 (0.24604918559392294) | > loss_0: 2.0237836837768555 (2.1262616316477456) | > loss_gen: 2.899677276611328 (2.932082494099935) | > loss_kl: 2.188101291656494 (1.8369152148564656) | > loss_feat: 7.950083255767822 (7.11644188563029) | > loss_mel: 21.802997589111328 (21.03453000386556) | > loss_duration: 2.1466140747070312 (2.2836071650187173) | > loss_1: 36.98747253417969 (35.20357577006022)  --> STEP: 4 | > loss_disc: 2.0635745525360107 (2.110589861869812) | > loss_disc_real_0: 0.09274805337190628 (0.07968128845095634) | > loss_disc_real_1: 0.24766629934310913 (0.2720680832862854) | > loss_disc_real_2: 0.20606008172035217 (0.21367188543081284) | > loss_disc_real_3: 0.22526897490024567 (0.2333156131207943) | > loss_disc_real_4: 0.13469550013542175 (0.22068820148706436) | > loss_disc_real_5: 0.1991443932056427 (0.23432298749685287) | > loss_0: 2.0635745525360107 (2.110589861869812) | > loss_gen: 2.78049373626709 (2.8941853046417236) | > loss_kl: 1.8274458646774292 (1.8345478773117065) | > loss_feat: 9.146313667297363 (7.623909831047058) | > loss_mel: 21.24469757080078 (21.087071895599365) | > loss_duration: 2.260690927505493 (2.2778781056404114) | > loss_1: 37.2596435546875 (35.71759271621704)  --> STEP: 5 | > loss_disc: 2.338876247406006 (2.156247138977051) | > loss_disc_real_0: 0.11716622114181519 (0.08717827498912811) | > loss_disc_real_1: 0.253898948431015 (0.2684342563152313) | > loss_disc_real_2: 0.1983562558889389 (0.21060875952243804) | > loss_disc_real_3: 0.1723594069480896 (0.22112437188625336) | > loss_disc_real_4: 0.1957780122756958 (0.21570616364479064) | > loss_disc_real_5: 0.26413238048553467 (0.24028486609458924) | > loss_0: 2.338876247406006 (2.156247138977051) | > loss_gen: 2.369173288345337 (2.7891829013824463) | > loss_kl: 1.598326325416565 (1.7873035669326782) | > loss_feat: 5.388907432556152 (7.176909351348877) | > loss_mel: 21.216806411743164 (21.113018798828126) | > loss_duration: 2.380354642868042 (2.2983734130859377) | > loss_1: 32.95356750488281 (35.164787673950194)  --> STEP: 6 | > loss_disc: 2.1094307899475098 (2.148444414138794) | > loss_disc_real_0: 0.08191148936748505 (0.08630047738552094) | > loss_disc_real_1: 0.24810920655727386 (0.26504674802223843) | > loss_disc_real_2: 0.18919143080711365 (0.20703920473655066) | > loss_disc_real_3: 0.1965968906879425 (0.21703645835320154) | > loss_disc_real_4: 0.18518775701522827 (0.2106197625398636) | > loss_disc_real_5: 0.17991046607494354 (0.23022246609131494) | > loss_0: 2.1094307899475098 (2.148444414138794) | > loss_gen: 2.4025635719299316 (2.724746346473694) | > loss_kl: 2.173452138900757 (1.8516616622606914) | > loss_feat: 6.653844833374023 (7.089731931686401) | > loss_mel: 21.08074951171875 (21.107640584309895) | > loss_duration: 2.121387004852295 (2.2688756783803306) | > loss_1: 34.43199920654297 (35.04265626271566)  --> STEP: 7 | > loss_disc: 2.04784893989563 (2.134073632104056) | > loss_disc_real_0: 0.11501563340425491 (0.09040264253105436) | > loss_disc_real_1: 0.2729587256908417 (0.2661770305463246) | > loss_disc_real_2: 0.1953079104423523 (0.20536330555166518) | > loss_disc_real_3: 0.24098867177963257 (0.22045820312840597) | > loss_disc_real_4: 0.22054052352905273 (0.21203701410974776) | > loss_disc_real_5: 0.2155345380306244 (0.22812419065407344) | > loss_0: 2.04784893989563 (2.134073632104056) | > loss_gen: 2.97709321975708 (2.760795899799892) | > loss_kl: 2.6350162029266357 (1.9635694537843977) | > loss_feat: 7.167569637298584 (7.1008516039167136) | > loss_mel: 21.276214599609375 (21.131722586495535) | > loss_duration: 2.2782998085021973 (2.2702219826834544) | > loss_1: 36.33419418334961 (35.22716167994908)  --> STEP: 8 | > loss_disc: 2.341535806655884 (2.1600064039230347) | > loss_disc_real_0: 0.15062721073627472 (0.0979307135567069) | > loss_disc_real_1: 0.23349717259407043 (0.2620920483022928) | > loss_disc_real_2: 0.1935603767633438 (0.203887939453125) | > loss_disc_real_3: 0.18500614166259766 (0.21602669544517994) | > loss_disc_real_4: 0.1751171499490738 (0.2074220310896635) | > loss_disc_real_5: 0.1850077509880066 (0.2227346356958151) | > loss_0: 2.341535806655884 (2.1600064039230347) | > loss_gen: 2.32460880279541 (2.7062725126743317) | > loss_kl: 2.133728504180908 (1.9848393350839615) | > loss_feat: 9.921692848205566 (7.45345675945282) | > loss_mel: 19.281997680664062 (20.9005069732666) | > loss_duration: 2.1388418674468994 (2.253799468278885) | > loss_1: 35.800872802734375 (35.29887557029724)  --> STEP: 9 | > loss_disc: 2.303828716278076 (2.1759866608513727) | > loss_disc_real_0: 0.10121899843215942 (0.0982960785428683) | > loss_disc_real_1: 0.22124911844730377 (0.25755394498507184) | > loss_disc_real_2: 0.30477577447891235 (0.2150976989004347) | > loss_disc_real_3: 0.23806236684322357 (0.2184751033782959) | > loss_disc_real_4: 0.2902452051639557 (0.21662460598680708) | > loss_disc_real_5: 0.26103535294532776 (0.22699027094576094) | > loss_0: 2.303828716278076 (2.1759866608513727) | > loss_gen: 2.8640198707580566 (2.7237999969058566) | > loss_kl: 1.54990816116333 (1.9365136490927801) | > loss_feat: 8.773523330688477 (7.6001308229234485) | > loss_mel: 21.207443237304688 (20.934611002604168) | > loss_duration: 2.102497100830078 (2.2369880941179066) | > loss_1: 36.49739074707031 (35.432043923272026)  --> STEP: 10 | > loss_disc: 2.1958377361297607 (2.1779717683792112) | > loss_disc_real_0: 0.17403653264045715 (0.10587012395262718) | > loss_disc_real_1: 0.24824093282222748 (0.2566226437687874) | > loss_disc_real_2: 0.22789262235164642 (0.21637719124555588) | > loss_disc_real_3: 0.14181984961032867 (0.2108095780014992) | > loss_disc_real_4: 0.14539745450019836 (0.20950189083814622) | > loss_disc_real_5: 0.15041311085224152 (0.219332554936409) | > loss_0: 2.1958377361297607 (2.1779717683792112) | > loss_gen: 2.5645523071289062 (2.7078752279281617) | > loss_kl: 1.243171215057373 (1.8671794056892395) | > loss_feat: 7.083470344543457 (7.548464775085449) | > loss_mel: 17.790870666503906 (20.620236968994142) | > loss_duration: 2.2029855251312256 (2.2335878372192384) | > loss_1: 30.88504981994629 (34.97734451293945)  --> STEP: 11 | > loss_disc: 2.142997980117798 (2.1747923330827192) | > loss_disc_real_0: 0.07028716802597046 (0.10263530977747658) | > loss_disc_real_1: 0.22334836423397064 (0.25359770926562225) | > loss_disc_real_2: 0.2282489836215973 (0.21745644509792328) | > loss_disc_real_3: 0.20480643212795258 (0.2102638374675404) | > loss_disc_real_4: 0.23639580607414246 (0.21194679222323679) | > loss_disc_real_5: 0.18909086287021637 (0.21658331020311875) | > loss_0: 2.142997980117798 (2.1747923330827192) | > loss_gen: 2.721055269241333 (2.7090734135020864) | > loss_kl: 2.490062952041626 (1.9238051826303655) | > loss_feat: 7.805351734161377 (7.571818135001442) | > loss_mel: 19.55866813659668 (20.52373071150346) | > loss_duration: 2.4148149490356445 (2.250063029202548) | > loss_1: 34.989952087402344 (34.978490656072445)  --> STEP: 12 | > loss_disc: 2.090762138366699 (2.1677898168563843) | > loss_disc_real_0: 0.04318965971469879 (0.09768150560557842) | > loss_disc_real_1: 0.2709715962409973 (0.25504553318023687) | > loss_disc_real_2: 0.20481383800506592 (0.21640289450685182) | > loss_disc_real_3: 0.20148488879203796 (0.20953225841124853) | > loss_disc_real_4: 0.2021959275007248 (0.21113422016302744) | > loss_disc_real_5: 0.19441059231758118 (0.2147355837126573) | > loss_0: 2.090762138366699 (2.1677898168563843) | > loss_gen: 2.6531617641448975 (2.704414109388987) | > loss_kl: 1.6732430458068848 (1.902925004561742) | > loss_feat: 6.432435035705566 (7.476869543393453) | > loss_mel: 21.439346313476562 (20.60003201166789) | > loss_duration: 2.207015037536621 (2.2464756965637207) | > loss_1: 34.40520095825195 (34.9307165145874)  --> STEP: 13 | > loss_disc: 2.346491575241089 (2.1815361059629) | > loss_disc_real_0: 0.07873231917619705 (0.0962238758802414) | > loss_disc_real_1: 0.32007303833961487 (0.2600476489617275) | > loss_disc_real_2: 0.23469090461730957 (0.21780966451534858) | > loss_disc_real_3: 0.19504819810390472 (0.20841809992606825) | > loss_disc_real_4: 0.20782141387462616 (0.2108793889100735) | > loss_disc_real_5: 0.2564636766910553 (0.2179454370186879) | > loss_0: 2.346491575241089 (2.1815361059629) | > loss_gen: 2.566288471221924 (2.693789060299213) | > loss_kl: 1.9968814849853516 (1.9101524261327891) | > loss_feat: 6.77304744720459 (7.422729382148156) | > loss_mel: 18.25362205505371 (20.41953893808218) | > loss_duration: 2.154270887374878 (2.2393830189338098) | > loss_1: 31.744110107421875 (34.685592944805435)  --> STEP: 14 | > loss_disc: 1.9988594055175781 (2.1684877702168057) | > loss_disc_real_0: 0.06372480094432831 (0.09390251338481903) | > loss_disc_real_1: 0.20136094093322754 (0.25585574124540605) | > loss_disc_real_2: 0.2156473696231842 (0.217655214880194) | > loss_disc_real_3: 0.2854320704936981 (0.2139190978237561) | > loss_disc_real_4: 0.20713001489639282 (0.2106115764805249) | > loss_disc_real_5: 0.17144076526165009 (0.21462367475032806) | > loss_0: 1.9988594055175781 (2.1684877702168057) | > loss_gen: 2.9330506324768066 (2.7108791725976125) | > loss_kl: 2.343297243118286 (1.941091341631753) | > loss_feat: 9.073436737060547 (7.5406370503561835) | > loss_mel: 22.060813903808594 (20.536772864205496) | > loss_duration: 2.3582444190979004 (2.2478731189455305) | > loss_1: 38.76884460449219 (34.9772537776402)  --> STEP: 15 | > loss_disc: 2.1545450687408447 (2.167558256785075) | > loss_disc_real_0: 0.06461398303508759 (0.09194994469483693) | > loss_disc_real_1: 0.2509794235229492 (0.25553065339724224) | > loss_disc_real_2: 0.21746036410331726 (0.2176422248284022) | > loss_disc_real_3: 0.25174444913864136 (0.2164407879114151) | > loss_disc_real_4: 0.1964731216430664 (0.20966901282469433) | > loss_disc_real_5: 0.22637619078159332 (0.2154071758190791) | > loss_0: 2.1545450687408447 (2.167558256785075) | > loss_gen: 2.7237751483917236 (2.71173890431722) | > loss_kl: 2.264235019683838 (1.9626342535018921) | > loss_feat: 10.877766609191895 (7.763112354278564) | > loss_mel: 22.104223251342773 (20.641269556681316) | > loss_duration: 2.32260799407959 (2.2528554439544677) | > loss_1: 40.292606353759766 (35.33161061604817)  --> STEP: 16 | > loss_disc: 1.961583137512207 (2.1546848118305206) | > loss_disc_real_0: 0.10188260674476624 (0.09257073607295752) | > loss_disc_real_1: 0.2908764183521271 (0.25773976370692253) | > loss_disc_real_2: 0.2291993498802185 (0.21836454514414072) | > loss_disc_real_3: 0.23714400827884674 (0.21773473918437958) | > loss_disc_real_4: 0.1660999208688736 (0.20694594457745552) | > loss_disc_real_5: 0.11325052380561829 (0.20902238506823778) | > loss_0: 1.961583137512207 (2.1546848118305206) | > loss_gen: 2.9984066486358643 (2.7296556383371353) | > loss_kl: 1.5394392013549805 (1.9361845627427101) | > loss_feat: 9.535592079162598 (7.8738923370838165) | > loss_mel: 19.72426986694336 (20.583957076072693) | > loss_duration: 2.3701906204223633 (2.2601888924837112) | > loss_1: 36.16789627075195 (35.383878469467156)  --> STEP: 17 | > loss_disc: 2.674954652786255 (2.1852889201220345) | > loss_disc_real_0: 0.12336292117834091 (0.09438204107915654) | > loss_disc_real_1: 0.3705718517303467 (0.26437694535535927) | > loss_disc_real_2: 0.31990599632263184 (0.22433757168405197) | > loss_disc_real_3: 0.3072139322757721 (0.22299822113093207) | > loss_disc_real_4: 0.3568393290042877 (0.21576320248491623) | > loss_disc_real_5: 0.32417580485343933 (0.21579611564383788) | > loss_0: 2.674954652786255 (2.1852889201220345) | > loss_gen: 2.7665836811065674 (2.731827876147102) | > loss_kl: 1.3948171138763428 (1.9043394186917473) | > loss_feat: 6.793993949890137 (7.810368902543011) | > loss_mel: 20.418336868286133 (20.574214710908777) | > loss_duration: 2.392258405685425 (2.2679576873779297) | > loss_1: 33.7659912109375 (35.28870863073012)  --> STEP: 18 | > loss_disc: 1.8360674381256104 (2.1658877266777887) | > loss_disc_real_0: 0.05984494835138321 (0.09246331370539135) | > loss_disc_real_1: 0.2466084063053131 (0.26338980429702336) | > loss_disc_real_2: 0.1336131989955902 (0.2192973287569152) | > loss_disc_real_3: 0.149033784866333 (0.21888908578289878) | > loss_disc_real_4: 0.17735977470874786 (0.21362967871957356) | > loss_disc_real_5: 0.13326294720172882 (0.21121093961927626) | > loss_0: 1.8360674381256104 (2.1658877266777887) | > loss_gen: 2.9872186183929443 (2.7460162507163153) | > loss_kl: 2.382932186126709 (1.9309279057714674) | > loss_feat: 10.087472915649414 (7.9368746810489235) | > loss_mel: 21.67942237854004 (20.63561513688829) | > loss_duration: 2.232079267501831 (2.2659644418292575) | > loss_1: 39.36912155151367 (35.515398237440316)  --> STEP: 19 | > loss_disc: 2.4349894523620605 (2.1800509753980135) | > loss_disc_real_0: 0.06961534172296524 (0.09126078886421103) | > loss_disc_real_1: 0.22871407866477966 (0.2615647661058526) | > loss_disc_real_2: 0.216722309589386 (0.2191618014323084) | > loss_disc_real_3: 0.20463944971561432 (0.21813910493725225) | > loss_disc_real_4: 0.18705213069915771 (0.21223086040270955) | > loss_disc_real_5: 0.21836623549461365 (0.21158753413903086) | > loss_0: 2.4349894523620605 (2.1800509753980135) | > loss_gen: 2.0777950286865234 (2.7108467127147473) | > loss_kl: 1.63463294506073 (1.915333434155113) | > loss_feat: 7.662123203277588 (7.922414076955695) | > loss_mel: 22.34227752685547 (20.725439473202353) | > loss_duration: 2.32853364944458 (2.2692575580195378) | > loss_1: 36.04536056518555 (35.54329099153217)  --> STEP: 20 | > loss_disc: 2.23378849029541 (2.182737851142883) | > loss_disc_real_0: 0.0686466172337532 (0.09013008028268814) | > loss_disc_real_1: 0.2476673275232315 (0.2608698941767216) | > loss_disc_real_2: 0.18341802060604095 (0.21737461239099504) | > loss_disc_real_3: 0.17236028611660004 (0.21585016399621965) | > loss_disc_real_4: 0.2414597123861313 (0.21369230300188063) | > loss_disc_real_5: 0.17443743348121643 (0.20973002910614014) | > loss_0: 2.23378849029541 (2.182737851142883) | > loss_gen: 2.5073060989379883 (2.7006696820259095) | > loss_kl: 1.580930233001709 (1.8986132740974426) | > loss_feat: 8.772199630737305 (7.964903354644775) | > loss_mel: 20.950138092041016 (20.73667440414429) | > loss_duration: 2.2648143768310547 (2.2690353989601135) | > loss_1: 36.07538604736328 (35.56989574432372)  --> STEP: 21 | > loss_disc: 2.428366184234619 (2.194434438432966) | > loss_disc_real_0: 0.16738107800483704 (0.09380869922183808) | > loss_disc_real_1: 0.2892134487628937 (0.2622195872522536) | > loss_disc_real_2: 0.34212037920951843 (0.2233148870014009) | > loss_disc_real_3: 0.24276843667030334 (0.21713198650450932) | > loss_disc_real_4: 0.24651959538459778 (0.21525550740105764) | > loss_disc_real_5: 0.21492794156074524 (0.2099775487468356) | > loss_0: 2.428366184234619 (2.194434438432966) | > loss_gen: 3.0322883129119873 (2.716461045401437) | > loss_kl: 2.0093741416931152 (1.903887601125808) | > loss_feat: 7.357503414154053 (7.935979547954741) | > loss_mel: 18.224916458129883 (20.617066882905505) | > loss_duration: 2.1378371715545654 (2.262787864321754) | > loss_1: 32.76191711425781 (35.43618247622535)  --> STEP: 22 | > loss_disc: 2.4823477268218994 (2.2075214060870088) | > loss_disc_real_0: 0.08455342054367065 (0.09338800473646684) | > loss_disc_real_1: 0.3851768374443054 (0.2678085531700741) | > loss_disc_real_2: 0.24206408858299255 (0.2241671234369278) | > loss_disc_real_3: 0.2640809714794159 (0.219266031276096) | > loss_disc_real_4: 0.2610779404640198 (0.21733834526755594) | > loss_disc_real_5: 0.2295721173286438 (0.21086821095509964) | > loss_0: 2.4823477268218994 (2.2075214060870088) | > loss_gen: 2.637042284011841 (2.7128511017019097) | > loss_kl: 1.3415188789367676 (1.8783253864808516) | > loss_feat: 7.267122268676758 (7.905576944351196) | > loss_mel: 22.507537841796875 (20.702997381036933) | > loss_duration: 2.1655712127685547 (2.2583689256147905) | > loss_1: 35.918792724609375 (35.45811930569735)  --> STEP: 23 | > loss_disc: 2.286808490753174 (2.2109686706377114) | > loss_disc_real_0: 0.07014592736959457 (0.09237747963355936) | > loss_disc_real_1: 0.22646549344062805 (0.26601102883401123) | > loss_disc_real_2: 0.20289313793182373 (0.22324216754540152) | > loss_disc_real_3: 0.21231865882873535 (0.21896397160447162) | > loss_disc_real_4: 0.20224317908287048 (0.21668203369430875) | > loss_disc_real_5: 0.1679837554693222 (0.20900366941223975) | > loss_0: 2.286808490753174 (2.2109686706377114) | > loss_gen: 2.2415573596954346 (2.692360069440759) | > loss_kl: 2.0301167964935303 (1.884925013003142) | > loss_feat: 7.840647220611572 (7.902753912884256) | > loss_mel: 19.13520050048828 (20.63483229927395) | > loss_duration: 2.26641583442688 (2.258718791215316) | > loss_1: 33.513938903808594 (35.37358972300654)  --> STEP: 24 | > loss_disc: 2.4358091354370117 (2.2203370233376822) | > loss_disc_real_0: 0.05753883719444275 (0.09092586953192949) | > loss_disc_real_1: 0.2083650529384613 (0.26360911317169666) | > loss_disc_real_2: 0.1786389946937561 (0.2213837020099163) | > loss_disc_real_3: 0.18282479047775269 (0.21745817239085832) | > loss_disc_real_4: 0.22985345125198364 (0.21723084275921187) | > loss_disc_real_5: 0.2140999138355255 (0.20921601292987665) | > loss_0: 2.4358091354370117 (2.2203370233376822) | > loss_gen: 2.0309107303619385 (2.6647996803124747) | > loss_kl: 1.632430911064148 (1.8744044254223506) | > loss_feat: 6.481919765472412 (7.843552490075429) | > loss_mel: 19.249616622924805 (20.577114979426067) | > loss_duration: 2.4182963371276855 (2.265367855628331) | > loss_1: 31.813175201416016 (35.22523911794027)  --> STEP: 25 | > loss_disc: 2.537370204925537 (2.2330183506011965) | > loss_disc_real_0: 0.16428284347057343 (0.09386014848947526) | > loss_disc_real_1: 0.2975507974624634 (0.26496678054332734) | > loss_disc_real_2: 0.2876565754413605 (0.22403461694717408) | > loss_disc_real_3: 0.2609473466873169 (0.21919773936271666) | > loss_disc_real_4: 0.31713515520095825 (0.2212270152568817) | > loss_disc_real_5: 0.3643159866333008 (0.2154200118780136) | > loss_0: 2.537370204925537 (2.2330183506011965) | > loss_gen: 2.821232795715332 (2.671057004928589) | > loss_kl: 1.8165490627288818 (1.8720902109146118) | > loss_feat: 8.4221773147583 (7.866697483062744) | > loss_mel: 18.081384658813477 (20.47728576660156) | > loss_duration: 2.3527541160583496 (2.268863306045532) | > loss_1: 33.49409484863281 (35.15599334716797)  --> STEP: 26 | > loss_disc: 3.0786080360412598 (2.2655410308104296) | > loss_disc_real_0: 0.1097017303109169 (0.09446944009799224) | > loss_disc_real_1: 0.29909369349479675 (0.2662793541183838) | > loss_disc_real_2: 0.22766144573688507 (0.22417411036216295) | > loss_disc_real_3: 0.31064602732658386 (0.2227149812074808) | > loss_disc_real_4: 0.1691930592060089 (0.21922570925492507) | > loss_disc_real_5: 0.34343668818473816 (0.22034373019750303) | > loss_0: 3.0786080360412598 (2.2655410308104296) | > loss_gen: 1.614777684211731 (2.6304308772087097) | > loss_kl: 2.1167633533477783 (1.8815007163928106) | > loss_feat: 5.469942569732666 (7.774514601780818) | > loss_mel: 9.574466705322266 (20.057946571936974) | > loss_duration: 2.2984471321105957 (2.270001145509573) | > loss_1: 21.074398040771484 (34.614393527691185) --> EVAL PERFORMANCE | > avg_loader_time: 0.0021603107452392574 (+6.389617919921875e-05) | > avg_loss_disc: 2.2655410308104296 (-0.12599384784698486) | > avg_loss_disc_real_0: 0.09446944009799224 (-0.061057833238289894) | > avg_loss_disc_real_1: 0.2662793541183838 (+0.04693822734631023) | > avg_loss_disc_real_2: 0.22417411036216295 (-0.08680082227175051) | > avg_loss_disc_real_3: 0.2227149812074808 (-0.052449101438889145) | > avg_loss_disc_real_4: 0.21922570925492507 (-0.007707904737729282) | > avg_loss_disc_real_5: 0.22034373019750303 (-0.045768206509260057) | > avg_loss_0: 2.2655410308104296 (-0.12599384784698486) | > avg_loss_gen: 2.6304308772087097 (-0.10386606821647071) | > avg_loss_kl: 1.8815007163928106 (-0.08123830648568964) | > avg_loss_feat: 7.774514601780818 (+0.698551232998188) | > avg_loss_mel: 20.057946571936974 (+0.43070455697866095) | > avg_loss_duration: 2.270001145509573 (+0.003420233726501909) | > avg_loss_1: 34.614393527691185 (+0.9475709475003811)  > EPOCH: 95/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:06:33)   --> TIME: 2024-06-10 19:06:43 -- STEP: 24/330 -- GLOBAL_STEP: 119375 | > loss_disc: 2.290936231613159 (2.272512545188268) | > loss_disc_real_0: 0.0924895778298378 (0.11689622544993956) | > loss_disc_real_1: 0.17617559432983398 (0.1964925987025102) | > loss_disc_real_2: 0.23788370192050934 (0.21767753859361014) | > loss_disc_real_3: 0.2477228343486786 (0.22214195070167383) | > loss_disc_real_4: 0.2564704120159149 (0.21327879093587399) | > loss_disc_real_5: 0.23752780258655548 (0.21658243176837763) | > loss_0: 2.290936231613159 (2.272512545188268) | > grad_norm_0: tensor(6.1961, device='cuda:0') (tensor(8.8690, device='cuda:0')) | > loss_gen: 2.588392972946167 (2.5875996351242065) | > loss_kl: 1.7462185621261597 (1.5423545688390732) | > loss_feat: 7.073705673217773 (6.9760472774505615) | > loss_mel: 20.19149398803711 (20.20833706855774) | > loss_duration: 2.06305193901062 (2.187154153982798) | > loss_1: 33.66286087036133 (33.501492738723755) | > grad_norm_1: tensor(78.9636, device='cuda:0') (tensor(90.4322, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.339 (0.3469155828158061) | > loader_time: 0.003 (0.003061691919962565)  --> TIME: 2024-06-10 19:06:52 -- STEP: 49/330 -- GLOBAL_STEP: 119400 | > loss_disc: 2.021552801132202 (2.2525214516386693) | > loss_disc_real_0: 0.10509531944990158 (0.1152598681498547) | > loss_disc_real_1: 0.19776201248168945 (0.1996786941070946) | > loss_disc_real_2: 0.17967259883880615 (0.2156904257681905) | > loss_disc_real_3: 0.21591880917549133 (0.22187529808404494) | > loss_disc_real_4: 0.17833706736564636 (0.2109836394689521) | > loss_disc_real_5: 0.15388409793376923 (0.2094203391853644) | > loss_0: 2.021552801132202 (2.2525214516386693) | > grad_norm_0: tensor(14.7154, device='cuda:0') (tensor(10.8091, device='cuda:0')) | > loss_gen: 2.884553909301758 (2.6022688612645988) | > loss_kl: 1.5026201009750366 (1.5740287960792074) | > loss_feat: 8.11284065246582 (7.167476731903699) | > loss_mel: 20.07250213623047 (20.220835432714342) | > loss_duration: 2.038141965866089 (2.129385011536735) | > loss_1: 34.610660552978516 (33.69399475564763) | > grad_norm_1: tensor(294.3563, device='cuda:0') (tensor(148.2594, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.3519 (0.34696037428719656) | > loader_time: 0.0039 (0.0031777741957683954)  --> TIME: 2024-06-10 19:07:01 -- STEP: 74/330 -- GLOBAL_STEP: 119425 | > loss_disc: 2.1569952964782715 (2.2410632146371383) | > loss_disc_real_0: 0.06969789415597916 (0.113802465635377) | > loss_disc_real_1: 0.171782448887825 (0.19936028727003047) | > loss_disc_real_2: 0.17430537939071655 (0.21443571754404017) | > loss_disc_real_3: 0.2222578376531601 (0.21999779927569466) | > loss_disc_real_4: 0.18774142861366272 (0.21062529167613467) | > loss_disc_real_5: 0.19931873679161072 (0.20761294763635946) | > loss_0: 2.1569952964782715 (2.2410632146371383) | > grad_norm_0: tensor(10.8280, device='cuda:0') (tensor(10.7780, device='cuda:0')) | > loss_gen: 2.5830559730529785 (2.6132163937027393) | > loss_kl: 1.5619343519210815 (1.5915213050069035) | > loss_feat: 7.688423156738281 (7.301889838399114) | > loss_mel: 21.192459106445312 (20.276954573553954) | > loss_duration: 1.9909883737564087 (2.1062856783738018) | > loss_1: 35.01686477661133 (33.889867859917715) | > grad_norm_1: tensor(227.3496, device='cuda:0') (tensor(151.4921, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.345 (0.3478924422650724) | > loader_time: 0.0036 (0.003303592269485061)  --> TIME: 2024-06-10 19:07:10 -- STEP: 99/330 -- GLOBAL_STEP: 119450 | > loss_disc: 2.280238151550293 (2.2459330245701947) | > loss_disc_real_0: 0.12445646524429321 (0.11250664858203946) | > loss_disc_real_1: 0.17249582707881927 (0.20000967789780005) | > loss_disc_real_2: 0.20505589246749878 (0.21546454968476536) | > loss_disc_real_3: 0.23618818819522858 (0.22073710627026027) | > loss_disc_real_4: 0.22002874314785004 (0.21176585841058482) | > loss_disc_real_5: 0.24329793453216553 (0.20761075405159382) | > loss_0: 2.280238151550293 (2.2459330245701947) | > grad_norm_0: tensor(19.0705, device='cuda:0') (tensor(12.6071, device='cuda:0')) | > loss_gen: 2.6534171104431152 (2.6194996641139805) | > loss_kl: 1.4353501796722412 (1.5939920598810369) | > loss_feat: 6.925262451171875 (7.322073112834584) | > loss_mel: 20.57074546813965 (20.20687775660043) | > loss_duration: 2.0861806869506836 (2.098488841393982) | > loss_1: 33.670955657958984 (33.84093157450356) | > grad_norm_1: tensor(280.6696, device='cuda:0') (tensor(175.6300, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.3623 (0.3519363355154943) | > loader_time: 0.0035 (0.0033890069133103496)  --> TIME: 2024-06-10 19:07:19 -- STEP: 124/330 -- GLOBAL_STEP: 119475 | > loss_disc: 2.225767135620117 (2.247636789275754) | > loss_disc_real_0: 0.09245774894952774 (0.11306543894592792) | > loss_disc_real_1: 0.17900671064853668 (0.20017392350541005) | > loss_disc_real_2: 0.20432671904563904 (0.21544390844721947) | > loss_disc_real_3: 0.21347321569919586 (0.21969168933649216) | > loss_disc_real_4: 0.2144455462694168 (0.21168773429047677) | > loss_disc_real_5: 0.2125241458415985 (0.207952986200971) | > loss_0: 2.225767135620117 (2.247636789275754) | > grad_norm_0: tensor(13.9611, device='cuda:0') (tensor(13.8279, device='cuda:0')) | > loss_gen: 2.6550240516662598 (2.616295866427884) | > loss_kl: 1.5942978858947754 (1.593378488094576) | > loss_feat: 7.370474338531494 (7.343811577366244) | > loss_mel: 20.736299514770508 (20.221117634927072) | > loss_duration: 2.0916855335235596 (2.0971068028480784) | > loss_1: 34.447784423828125 (33.87171043888215) | > grad_norm_1: tensor(243.0034, device='cuda:0') (tensor(191.5514, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.3512 (0.3547428038812453) | > loader_time: 0.004 (0.0034984792432477397)  --> TIME: 2024-06-10 19:07:29 -- STEP: 149/330 -- GLOBAL_STEP: 119500 | > loss_disc: 2.19922137260437 (2.251432378820124) | > loss_disc_real_0: 0.08021783828735352 (0.11350593075856266) | > loss_disc_real_1: 0.18788300454616547 (0.19960726712574092) | > loss_disc_real_2: 0.19630640745162964 (0.21528041702788947) | > loss_disc_real_3: 0.2154790461063385 (0.22072988338518462) | > loss_disc_real_4: 0.19616369903087616 (0.2121898890941735) | > loss_disc_real_5: 0.19423450529575348 (0.20931962002443788) | > loss_0: 2.19922137260437 (2.251432378820124) | > grad_norm_0: tensor(17.9891, device='cuda:0') (tensor(14.8602, device='cuda:0')) | > loss_gen: 2.7575879096984863 (2.617942334821561) | > loss_kl: 1.5822453498840332 (1.5996649601315491) | > loss_feat: 6.899035453796387 (7.334008780101802) | > loss_mel: 20.513566970825195 (20.254041466936975) | > loss_duration: 2.1114501953125 (2.0983001849795353) | > loss_1: 33.86388397216797 (33.90395780217727) | > grad_norm_1: tensor(289.9838, device='cuda:0') (tensor(201.2149, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.3959 (0.35851696193618265) | > loader_time: 0.005 (0.003633507146131273) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_119500.pth  --> TIME: 2024-06-10 19:07:43 -- STEP: 174/330 -- GLOBAL_STEP: 119525 | > loss_disc: 2.4345505237579346 (2.2526831311741087) | > loss_disc_real_0: 0.23338091373443604 (0.114883818417445) | > loss_disc_real_1: 0.17909230291843414 (0.20026444562378962) | > loss_disc_real_2: 0.2310446798801422 (0.2159296985844086) | > loss_disc_real_3: 0.21548739075660706 (0.22070568072042246) | > loss_disc_real_4: 0.21783949434757233 (0.21174475362246065) | > loss_disc_real_5: 0.223561093211174 (0.20881673590890293) | > loss_0: 2.4345505237579346 (2.2526831311741087) | > grad_norm_0: tensor(18.3805, device='cuda:0') (tensor(16.0778, device='cuda:0')) | > loss_gen: 2.3952136039733887 (2.6189793197588003) | > loss_kl: 1.5227986574172974 (1.6058554882290719) | > loss_feat: 6.343066692352295 (7.339924256006877) | > loss_mel: 20.237709045410156 (20.231012771869533) | > loss_duration: 2.183173656463623 (2.1009151853364094) | > loss_1: 32.68196105957031 (33.89668712396731) | > grad_norm_1: tensor(136.2491, device='cuda:0') (tensor(209.1488, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.383 (0.36302801247300776) | > loader_time: 0.0044 (0.00378345895087582)  --> TIME: 2024-06-10 19:07:53 -- STEP: 199/330 -- GLOBAL_STEP: 119550 | > loss_disc: 2.1401877403259277 (2.2542678339397493) | > loss_disc_real_0: 0.09189988672733307 (0.11519556833272004) | > loss_disc_real_1: 0.18981291353702545 (0.20083909743844558) | > loss_disc_real_2: 0.22869260609149933 (0.2153886714622603) | > loss_disc_real_3: 0.1974772959947586 (0.22038033110412522) | > loss_disc_real_4: 0.2126525640487671 (0.2122369108337853) | > loss_disc_real_5: 0.1991547793149948 (0.2086640333560244) | > loss_0: 2.1401877403259277 (2.2542678339397493) | > grad_norm_0: tensor(35.0643, device='cuda:0') (tensor(17.2780, device='cuda:0')) | > loss_gen: 2.7111010551452637 (2.628421681610186) | > loss_kl: 1.4955074787139893 (1.6140052727119407) | > loss_feat: 7.6381611824035645 (7.371271782784007) | > loss_mel: 20.016948699951172 (20.190404259379793) | > loss_duration: 2.196117877960205 (2.106688198731772) | > loss_1: 34.057838439941406 (33.91079133000206) | > grad_norm_1: tensor(289.0424, device='cuda:0') (tensor(218.8496, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.3899 (0.3656979481778552) | > loader_time: 0.0051 (0.003919791935676308)  --> TIME: 2024-06-10 19:08:03 -- STEP: 224/330 -- GLOBAL_STEP: 119575 | > loss_disc: 2.0859150886535645 (2.2530242790068913) | > loss_disc_real_0: 0.0790538638830185 (0.11404701546832387) | > loss_disc_real_1: 0.16332878172397614 (0.20105707741874662) | > loss_disc_real_2: 0.22229793667793274 (0.21498276985117368) | > loss_disc_real_3: 0.19561250507831573 (0.22008674598432013) | > loss_disc_real_4: 0.17734365165233612 (0.21187841060704418) | > loss_disc_real_5: 0.18695831298828125 (0.20925924720774805) | > loss_0: 2.0859150886535645 (2.2530242790068913) | > grad_norm_0: tensor(17.2543, device='cuda:0') (tensor(17.5567, device='cuda:0')) | > loss_gen: 2.723947048187256 (2.6329191295163987) | > loss_kl: 1.587526798248291 (1.6129195402775491) | > loss_feat: 8.047771453857422 (7.402461760810444) | > loss_mel: 20.351293563842773 (20.16290077141354) | > loss_duration: 2.2108163833618164 (2.112054851438317) | > loss_1: 34.92135238647461 (33.92325614179883) | > grad_norm_1: tensor(158.4411, device='cuda:0') (tensor(222.4114, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.4015 (0.3690592699817249) | > loader_time: 0.0053 (0.004044469978128163)  --> TIME: 2024-06-10 19:08:13 -- STEP: 249/330 -- GLOBAL_STEP: 119600 | > loss_disc: 2.1030046939849854 (2.2521407527617194) | > loss_disc_real_0: 0.08776025474071503 (0.11469020923397627) | > loss_disc_real_1: 0.23845532536506653 (0.20165251790878758) | > loss_disc_real_2: 0.2305861860513687 (0.21527153445056166) | > loss_disc_real_3: 0.2119058072566986 (0.2200017582819644) | > loss_disc_real_4: 0.21467500925064087 (0.21184002754678688) | > loss_disc_real_5: 0.21463502943515778 (0.2084850047726229) | > loss_0: 2.1030046939849854 (2.2521407527617194) | > grad_norm_0: tensor(21.7020, device='cuda:0') (tensor(17.8960, device='cuda:0')) | > loss_gen: 2.802234172821045 (2.63525686876841) | > loss_kl: 1.7619658708572388 (1.6102546108774392) | > loss_feat: 7.950374126434326 (7.431335458793793) | > loss_mel: 20.64265251159668 (20.142159772206508) | > loss_duration: 2.1652865409851074 (2.11836073867767) | > loss_1: 35.322513580322266 (33.937367550340525) | > grad_norm_1: tensor(304.7783, device='cuda:0') (tensor(223.2428, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.398 (0.37307934588696584) | > loader_time: 0.005 (0.004173355408940449)  --> TIME: 2024-06-10 19:08:24 -- STEP: 274/330 -- GLOBAL_STEP: 119625 | > loss_disc: 2.282132148742676 (2.2525546559452154) | > loss_disc_real_0: 0.12483042478561401 (0.11446902478100174) | > loss_disc_real_1: 0.2083296924829483 (0.20159533410503042) | > loss_disc_real_2: 0.21043214201927185 (0.21510536446623557) | > loss_disc_real_3: 0.23080049455165863 (0.22020990809384927) | > loss_disc_real_4: 0.23113107681274414 (0.21208879177587744) | > loss_disc_real_5: 0.21534909307956696 (0.20886650822893546) | > loss_0: 2.282132148742676 (2.2525546559452154) | > grad_norm_0: tensor(22.2017, device='cuda:0') (tensor(19.2062, device='cuda:0')) | > loss_gen: 2.6435041427612305 (2.6370622363403777) | > loss_kl: 1.643601655960083 (1.6117215239218552) | > loss_feat: 7.42808198928833 (7.448178085967572) | > loss_mel: 19.105466842651367 (20.093760803668175) | > loss_duration: 2.1950833797454834 (2.1250898281153083) | > loss_1: 33.01573944091797 (33.91581257590412) | > grad_norm_1: tensor(157.8983, device='cuda:0') (tensor(235.5563, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.4424 (0.37800126354189684) | > loader_time: 0.0062 (0.004336303167969641)  --> TIME: 2024-06-10 19:08:36 -- STEP: 299/330 -- GLOBAL_STEP: 119650 | > loss_disc: 2.2931902408599854 (2.251524128642769) | > loss_disc_real_0: 0.14295220375061035 (0.11486141736242282) | > loss_disc_real_1: 0.22330382466316223 (0.2017270140972823) | > loss_disc_real_2: 0.18582496047019958 (0.21457505335775895) | > loss_disc_real_3: 0.21500429511070251 (0.2202971205862868) | > loss_disc_real_4: 0.23779059946537018 (0.2122711985306596) | > loss_disc_real_5: 0.21529141068458557 (0.20894598995762126) | > loss_0: 2.2931902408599854 (2.251524128642769) | > grad_norm_0: tensor(29.6724, device='cuda:0') (tensor(20.7317, device='cuda:0')) | > loss_gen: 2.554183006286621 (2.643417972386084) | > loss_kl: 1.6376166343688965 (1.6117358422997001) | > loss_feat: 7.230610370635986 (7.480662154513458) | > loss_mel: 19.701772689819336 (20.05030127432833) | > loss_duration: 2.2910468578338623 (2.133942683006209) | > loss_1: 33.41522979736328 (33.92005998235083) | > grad_norm_1: tensor(297.1264, device='cuda:0') (tensor(245.4868, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.462 (0.3845654857597223) | > loader_time: 0.0064 (0.004503039612020535)  --> TIME: 2024-06-10 19:08:49 -- STEP: 324/330 -- GLOBAL_STEP: 119675 | > loss_disc: 2.2542946338653564 (2.2567322614752214) | > loss_disc_real_0: 0.1507970094680786 (0.11625714316090313) | > loss_disc_real_1: 0.2770978510379791 (0.2025963277498513) | > loss_disc_real_2: 0.20467931032180786 (0.21426355636414177) | > loss_disc_real_3: 0.17454154789447784 (0.22001777506536907) | > loss_disc_real_4: 0.24006029963493347 (0.21201152667219256) | > loss_disc_real_5: 0.17784397304058075 (0.20862219832193704) | > loss_0: 2.2542946338653564 (2.2567322614752214) | > grad_norm_0: tensor(23.3610, device='cuda:0') (tensor(22.2671, device='cuda:0')) | > loss_gen: 2.736762762069702 (2.639181707376315) | > loss_kl: 1.8161157369613647 (1.615315604725001) | > loss_feat: 10.06766414642334 (7.527390390266607) | > loss_mel: 20.134450912475586 (20.020887245366612) | > loss_duration: 2.3213491439819336 (2.147001780109639) | > loss_1: 37.07634353637695 (33.94977679664706) | > grad_norm_1: tensor(415.0174, device='cuda:0') (tensor(253.7346, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.6196 (0.3957353145987899) | > loader_time: 0.0085 (0.004747735865322159)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4967310428619385 (2.4967310428619385) | > loss_disc_real_0: 0.08207903057336807 (0.08207903057336807) | > loss_disc_real_1: 0.1920957863330841 (0.1920957863330841) | > loss_disc_real_2: 0.1823972463607788 (0.1823972463607788) | > loss_disc_real_3: 0.2402135282754898 (0.2402135282754898) | > loss_disc_real_4: 0.2067233920097351 (0.2067233920097351) | > loss_disc_real_5: 0.16981816291809082 (0.16981816291809082) | > loss_0: 2.4967310428619385 (2.4967310428619385) | > loss_gen: 1.9139138460159302 (1.9139138460159302) | > loss_kl: 1.4311763048171997 (1.4311763048171997) | > loss_feat: 6.432246685028076 (6.432246685028076) | > loss_mel: 20.09451675415039 (20.09451675415039) | > loss_duration: 2.8405230045318604 (2.8405230045318604) | > loss_1: 32.71237564086914 (32.71237564086914)  --> STEP: 1 | > loss_disc: 2.2241296768188477 (2.2241296768188477) | > loss_disc_real_0: 0.11313289403915405 (0.11313289403915405) | > loss_disc_real_1: 0.18737372756004333 (0.18737372756004333) | > loss_disc_real_2: 0.20622102916240692 (0.20622102916240692) | > loss_disc_real_3: 0.2569959759712219 (0.2569959759712219) | > loss_disc_real_4: 0.32098668813705444 (0.32098668813705444) | > loss_disc_real_5: 0.24069975316524506 (0.24069975316524506) | > loss_0: 2.2241296768188477 (2.2241296768188477) | > loss_gen: 2.8190345764160156 (2.8190345764160156) | > loss_kl: 1.7066172361373901 (1.7066172361373901) | > loss_feat: 5.880621910095215 (5.880621910095215) | > loss_mel: 18.857698440551758 (18.857698440551758) | > loss_duration: 2.3306961059570312 (2.3306961059570312) | > loss_1: 31.594669342041016 (31.594669342041016)  --> STEP: 2 | > loss_disc: 2.2200944423675537 (2.2221120595932007) | > loss_disc_real_0: 0.05594383925199509 (0.08453836664557457) | > loss_disc_real_1: 0.21792341768741608 (0.2026485726237297) | > loss_disc_real_2: 0.14539535343647003 (0.17580819129943848) | > loss_disc_real_3: 0.24043947458267212 (0.24871772527694702) | > loss_disc_real_4: 0.290897011756897 (0.3059418499469757) | > loss_disc_real_5: 0.294360876083374 (0.26753031462430954) | > loss_0: 2.2200944423675537 (2.2221120595932007) | > loss_gen: 2.5302999019622803 (2.674667239189148) | > loss_kl: 1.0032095909118652 (1.3549134135246277) | > loss_feat: 6.300507068634033 (6.090564489364624) | > loss_mel: 21.283538818359375 (20.070618629455566) | > loss_duration: 2.3992953300476074 (2.3649957180023193) | > loss_1: 33.516849517822266 (32.55575942993164)  --> STEP: 3 | > loss_disc: 1.9161573648452759 (2.1201271613438926) | > loss_disc_real_0: 0.057686351239681244 (0.07558769484361012) | > loss_disc_real_1: 0.3271866738796234 (0.24416127304236093) | > loss_disc_real_2: 0.20766578614711761 (0.1864273895819982) | > loss_disc_real_3: 0.17968887090682983 (0.22570810715357462) | > loss_disc_real_4: 0.2173956334590912 (0.2764264444510142) | > loss_disc_real_5: 0.1736638993024826 (0.2362415095170339) | > loss_0: 1.9161573648452759 (2.1201271613438926) | > loss_gen: 3.343512535095215 (2.897615671157837) | > loss_kl: 1.7686139345169067 (1.4928135871887207) | > loss_feat: 9.340545654296875 (7.173891544342041) | > loss_mel: 20.38035011291504 (20.17386245727539) | > loss_duration: 2.1598641872406006 (2.2966185410817466) | > loss_1: 36.99288558959961 (34.0348014831543)  --> STEP: 4 | > loss_disc: 2.3553202152252197 (2.1789254248142242) | > loss_disc_real_0: 0.09123319387435913 (0.07949906960129738) | > loss_disc_real_1: 0.20772075653076172 (0.23505114391446114) | > loss_disc_real_2: 0.25662198662757874 (0.20397603884339333) | > loss_disc_real_3: 0.22509348392486572 (0.2255544513463974) | > loss_disc_real_4: 0.1741463541984558 (0.2508564218878746) | > loss_disc_real_5: 0.20818039774894714 (0.2292262315750122) | > loss_0: 2.3553202152252197 (2.1789254248142242) | > loss_gen: 2.249391794204712 (2.7355597019195557) | > loss_kl: 2.018447160720825 (1.6242219805717468) | > loss_feat: 6.077989101409912 (6.899915933609009) | > loss_mel: 20.200777053833008 (20.180591106414795) | > loss_duration: 2.1924004554748535 (2.270564019680023) | > loss_1: 32.73900604248047 (33.71085262298584)  --> STEP: 5 | > loss_disc: 2.155200958251953 (2.17418053150177) | > loss_disc_real_0: 0.044134095311164856 (0.07242607474327087) | > loss_disc_real_1: 0.18103697896003723 (0.22424831092357636) | > loss_disc_real_2: 0.20440401136875153 (0.20406163334846497) | > loss_disc_real_3: 0.22293919324874878 (0.22503139972686767) | > loss_disc_real_4: 0.18362845480442047 (0.23741082847118378) | > loss_disc_real_5: 0.1515260487794876 (0.2136861950159073) | > loss_0: 2.155200958251953 (2.17418053150177) | > loss_gen: 2.3042750358581543 (2.649302768707275) | > loss_kl: 1.4026302099227905 (1.5799036264419555) | > loss_feat: 6.785665988922119 (6.877065944671631) | > loss_mel: 21.663625717163086 (20.47719802856445) | > loss_duration: 2.4039525985717773 (2.297241735458374) | > loss_1: 34.560150146484375 (33.88071212768555)  --> STEP: 6 | > loss_disc: 2.408121109008789 (2.2131706277529397) | > loss_disc_real_0: 0.10170844942331314 (0.07730647052327792) | > loss_disc_real_1: 0.3302352726459503 (0.24191280454397202) | > loss_disc_real_2: 0.23606155812740326 (0.20939495414495468) | > loss_disc_real_3: 0.19829823076725006 (0.2205758715669314) | > loss_disc_real_4: 0.22498252987861633 (0.23533944537242255) | > loss_disc_real_5: 0.21782414615154266 (0.21437585353851318) | > loss_0: 2.408121109008789 (2.2131706277529397) | > loss_gen: 2.491628408432007 (2.6230237086613974) | > loss_kl: 2.068455457687378 (1.6613289316495259) | > loss_feat: 6.306521892547607 (6.781975269317627) | > loss_mel: 20.41243553161621 (20.46640427907308) | > loss_duration: 2.1654162406921387 (2.2752708196640015) | > loss_1: 33.4444580078125 (33.8080031077067)  --> STEP: 7 | > loss_disc: 2.107060432434082 (2.1980120284216746) | > loss_disc_real_0: 0.07319550216197968 (0.07671918932880674) | > loss_disc_real_1: 0.19534070789813995 (0.23525964788028172) | > loss_disc_real_2: 0.22154246270656586 (0.21113031251089914) | > loss_disc_real_3: 0.1575666218996048 (0.21157455018588475) | > loss_disc_real_4: 0.22646917402744293 (0.23407226375171117) | > loss_disc_real_5: 0.1938975602388382 (0.21145038306713104) | > loss_0: 2.107060432434082 (2.1980120284216746) | > loss_gen: 2.445465564727783 (2.597658259528024) | > loss_kl: 2.3781824111938477 (1.763736571584429) | > loss_feat: 7.499307155609131 (6.884451253073556) | > loss_mel: 22.231252670288086 (20.71852547781808) | > loss_duration: 2.3779923915863037 (2.289945329938616) | > loss_1: 36.93219757080078 (34.25431660243443)  --> STEP: 8 | > loss_disc: 1.9811490774154663 (2.1709041595458984) | > loss_disc_real_0: 0.06986172497272491 (0.07586200628429651) | > loss_disc_real_1: 0.16248168051242828 (0.22616240195930004) | > loss_disc_real_2: 0.17401635646820068 (0.20649106800556183) | > loss_disc_real_3: 0.22015294432640076 (0.21264684945344925) | > loss_disc_real_4: 0.09666968137025833 (0.21689694095402956) | > loss_disc_real_5: 0.10085665434598923 (0.19762616697698832) | > loss_0: 1.9811490774154663 (2.1709041595458984) | > loss_gen: 2.3543779850006104 (2.567248225212097) | > loss_kl: 1.849933385848999 (1.7745111733675003) | > loss_feat: 8.634611129760742 (7.103221237659454) | > loss_mel: 22.017087936401367 (20.88084578514099) | > loss_duration: 2.193807363510132 (2.2779280841350555) | > loss_1: 37.0498161315918 (34.6037540435791)  --> STEP: 9 | > loss_disc: 2.4289345741271973 (2.199574205610487) | > loss_disc_real_0: 0.13192126154899597 (0.08209081242481868) | > loss_disc_real_1: 0.19081537425518036 (0.22223495443662009) | > loss_disc_real_2: 0.3159691095352173 (0.2186552948421902) | > loss_disc_real_3: 0.2925274968147278 (0.22152247693803576) | > loss_disc_real_4: 0.2505679130554199 (0.22063816007640627) | > loss_disc_real_5: 0.1877690702676773 (0.1965309340092871) | > loss_0: 2.4289345741271973 (2.199574205610487) | > loss_gen: 2.4332363605499268 (2.5523580180274115) | > loss_kl: 1.8090379238128662 (1.7783474789725409) | > loss_feat: 6.2337327003479 (7.006611400180393) | > loss_mel: 22.500164031982422 (21.06077003479004) | > loss_duration: 2.153635025024414 (2.2641177442338734) | > loss_1: 35.12980651855469 (34.662204318576386)  --> STEP: 10 | > loss_disc: 2.425461769104004 (2.222162961959839) | > loss_disc_real_0: 0.09923328459262848 (0.08380505964159965) | > loss_disc_real_1: 0.3134688436985016 (0.23135834336280822) | > loss_disc_real_2: 0.23444746434688568 (0.22023451179265977) | > loss_disc_real_3: 0.2735721170902252 (0.2267274409532547) | > loss_disc_real_4: 0.25122910737991333 (0.22369725480675698) | > loss_disc_real_5: 0.2338855266571045 (0.20026639327406884) | > loss_0: 2.425461769104004 (2.222162961959839) | > loss_gen: 2.361170530319214 (2.5332392692565917) | > loss_kl: 1.527498483657837 (1.7532625794410706) | > loss_feat: 3.85469126701355 (6.691419386863709) | > loss_mel: 15.672136306762695 (20.521906661987305) | > loss_duration: 2.2406065464019775 (2.2617666244506838) | > loss_1: 25.65610122680664 (33.76159400939942)  --> STEP: 11 | > loss_disc: 2.3874905109405518 (2.237192739139904) | > loss_disc_real_0: 0.07552049309015274 (0.08305191722783176) | > loss_disc_real_1: 0.25491032004356384 (0.23349943215196783) | > loss_disc_real_2: 0.24690601229667664 (0.2226591936566613) | > loss_disc_real_3: 0.27332279086112976 (0.2309633818539706) | > loss_disc_real_4: 0.23955315351486206 (0.22513870014385742) | > loss_disc_real_5: 0.24161706864833832 (0.20402554558082062) | > loss_0: 2.3874905109405518 (2.237192739139904) | > loss_gen: 2.453167676925659 (2.5259600335901435) | > loss_kl: 2.634200096130371 (1.833347808231007) | > loss_feat: 5.594865322113037 (6.591732653704557) | > loss_mel: 18.59394073486328 (20.346637032248758) | > loss_duration: 2.3875608444213867 (2.2732024626298384) | > loss_1: 31.663734436035156 (33.57087950272994)  --> STEP: 12 | > loss_disc: 2.293738603591919 (2.241904894510905) | > loss_disc_real_0: 0.06662555038928986 (0.08168305332461993) | > loss_disc_real_1: 0.2678610682487488 (0.23636290182669958) | > loss_disc_real_2: 0.22600743174552917 (0.22293821349740028) | > loss_disc_real_3: 0.24870669841766357 (0.2324419915676117) | > loss_disc_real_4: 0.2466389685869217 (0.22693038918077946) | > loss_disc_real_5: 0.24038705229759216 (0.20705567114055157) | > loss_0: 2.293738603591919 (2.241904894510905) | > loss_gen: 2.599053382873535 (2.532051146030426) | > loss_kl: 1.4005295038223267 (1.7972796161969502) | > loss_feat: 6.753510475158691 (6.605214138825734) | > loss_mel: 20.33514976501465 (20.345679759979248) | > loss_duration: 2.168381690979004 (2.264467398325602) | > loss_1: 33.256622314453125 (33.54469140370687)  --> STEP: 13 | > loss_disc: 2.7162673473358154 (2.278394313958975) | > loss_disc_real_0: 0.09804755449295044 (0.0829418611067992) | > loss_disc_real_1: 0.30753862857818604 (0.24183795773066008) | > loss_disc_real_2: 0.2439633309841156 (0.2245555302271476) | > loss_disc_real_3: 0.2315356731414795 (0.23237227476560152) | > loss_disc_real_4: 0.2920821011066437 (0.23194205932892287) | > loss_disc_real_5: 0.2919032871723175 (0.2135824108353028) | > loss_0: 2.7162673473358154 (2.278394313958975) | > loss_gen: 2.0289530754089355 (2.4933512944441576) | > loss_kl: 1.5491920709609985 (1.7781959588711078) | > loss_feat: 5.263941287994385 (6.5020393041463995) | > loss_mel: 19.500059127807617 (20.28063201904297) | > loss_duration: 2.117980480194092 (2.2531991738539476) | > loss_1: 30.460126876831055 (33.3074172093318)  --> STEP: 14 | > loss_disc: 1.9300272464752197 (2.2535109519958496) | > loss_disc_real_0: 0.050689488649368286 (0.0806381202169827) | > loss_disc_real_1: 0.2773205041885376 (0.24437242533479417) | > loss_disc_real_2: 0.23216421902179718 (0.22509900799819402) | > loss_disc_real_3: 0.18970079720020294 (0.22932431208235876) | > loss_disc_real_4: 0.19470518827438354 (0.2292822828250272) | > loss_disc_real_5: 0.15878309309482574 (0.20966817385384015) | > loss_0: 1.9300272464752197 (2.2535109519958496) | > loss_gen: 2.714510917663574 (2.5091484103884016) | > loss_kl: 2.553037405014038 (1.8335417764527457) | > loss_feat: 8.580099105834961 (6.650472147124154) | > loss_mel: 21.0455379486084 (20.33526815686907) | > loss_duration: 2.3444886207580566 (2.2597198486328125) | > loss_1: 37.237674713134766 (33.58814988817487)  --> STEP: 15 | > loss_disc: 2.407768726348877 (2.2637948036193847) | > loss_disc_real_0: 0.15653659403324127 (0.08569801847139995) | > loss_disc_real_1: 0.28723224997520447 (0.2472297469774882) | > loss_disc_real_2: 0.2786232531070709 (0.22866729100545247) | > loss_disc_real_3: 0.2718365788459778 (0.23215846319993336) | > loss_disc_real_4: 0.22294247150421143 (0.2288596287369728) | > loss_disc_real_5: 0.2566487193107605 (0.21280021021763484) | > loss_0: 2.407768726348877 (2.2637948036193847) | > loss_gen: 2.50734806060791 (2.5090283870697023) | > loss_kl: 1.9774569272994995 (1.8431361198425293) | > loss_feat: 6.262289047241211 (6.624593273798625) | > loss_mel: 20.64518165588379 (20.355929056803387) | > loss_duration: 2.3055782318115234 (2.26277707417806) | > loss_1: 33.697853088378906 (33.595463434855134)  --> STEP: 16 | > loss_disc: 2.4499874114990234 (2.275431841611862) | > loss_disc_real_0: 0.0927068442106247 (0.08613607008010149) | > loss_disc_real_1: 0.2521066963672638 (0.24753455631434917) | > loss_disc_real_2: 0.14840537309646606 (0.22365092113614082) | > loss_disc_real_3: 0.1791367530822754 (0.22884460631757975) | > loss_disc_real_4: 0.23753659427165985 (0.22940193908289075) | > loss_disc_real_5: 0.23698076605796814 (0.21431149495765567) | > loss_0: 2.4499874114990234 (2.275431841611862) | > loss_gen: 2.5418732166290283 (2.51108118891716) | > loss_kl: 1.4372526407241821 (1.8177684023976326) | > loss_feat: 7.406210422515869 (6.6734443455934525) | > loss_mel: 18.99176597595215 (20.270668864250183) | > loss_duration: 2.335484504699707 (2.267321288585663) | > loss_1: 32.71258544921875 (33.54028356075286)  --> STEP: 17 | > loss_disc: 2.4396989345550537 (2.285094611784991) | > loss_disc_real_0: 0.11828598380088806 (0.08802724147544187) | > loss_disc_real_1: 0.25942596793174744 (0.2482340511153726) | > loss_disc_real_2: 0.2390747219324112 (0.22455820353592143) | > loss_disc_real_3: 0.2351151704788208 (0.22921346303294687) | > loss_disc_real_4: 0.3001486659049988 (0.2335635112488971) | > loss_disc_real_5: 0.2647729516029358 (0.2172798159367898) | > loss_0: 2.4396989345550537 (2.285094611784991) | > loss_gen: 2.613327741622925 (2.517095692017499) | > loss_kl: 2.1822807788848877 (1.8392103068968828) | > loss_feat: 5.110620021820068 (6.581513503018548) | > loss_mel: 18.950824737548828 (20.19303097444422) | > loss_duration: 2.358635425567627 (2.2726927084081314) | > loss_1: 31.215686798095703 (33.40354257471421)  --> STEP: 18 | > loss_disc: 2.280949592590332 (2.2848643329408436) | > loss_disc_real_0: 0.12180043756961823 (0.08990353014734057) | > loss_disc_real_1: 0.2576795518398285 (0.24875880115562016) | > loss_disc_real_2: 0.19521990418434143 (0.22292829801638922) | > loss_disc_real_3: 0.18408703804016113 (0.22670643942223656) | > loss_disc_real_4: 0.25642672181129456 (0.23483368961347473) | > loss_disc_real_5: 0.23066209256649017 (0.21802327574955094) | > loss_0: 2.280949592590332 (2.2848643329408436) | > loss_gen: 2.535644054412842 (2.5181261565950184) | > loss_kl: 2.3208656311035156 (1.8659689360194736) | > loss_feat: 8.137234687805176 (6.667942457728916) | > loss_mel: 24.02519989013672 (20.40592924753825) | > loss_duration: 2.2182531356811523 (2.269668287701077) | > loss_1: 39.23719787597656 (33.727634535895454)  --> STEP: 19 | > loss_disc: 2.1618528366088867 (2.278390043660214) | > loss_disc_real_0: 0.0981227308511734 (0.0903361196580686) | > loss_disc_real_1: 0.26035216450691223 (0.24936897817410922) | > loss_disc_real_2: 0.2409520149230957 (0.22387691469568954) | > loss_disc_real_3: 0.21867938339710236 (0.22628396278933474) | > loss_disc_real_4: 0.19175906479358673 (0.23256660409663854) | > loss_disc_real_5: 0.23143093287944794 (0.21872894191428235) | > loss_0: 2.1618528366088867 (2.278390043660214) | > loss_gen: 2.8663086891174316 (2.536451553043566) | > loss_kl: 1.231296420097351 (1.8325651193919934) | > loss_feat: 7.4919586181640625 (6.711311729330766) | > loss_mel: 19.838808059692383 (20.376080763967412) | > loss_duration: 2.2888593673706055 (2.270678344525789) | > loss_1: 33.71723175048828 (33.72708702087402)  --> STEP: 20 | > loss_disc: 2.0290794372558594 (2.2659245133399963) | > loss_disc_real_0: 0.06800340116024017 (0.08921948373317719) | > loss_disc_real_1: 0.20207050442695618 (0.24700405448675156) | > loss_disc_real_2: 0.22696320712566376 (0.22403122931718827) | > loss_disc_real_3: 0.2046535462141037 (0.2252024419605732) | > loss_disc_real_4: 0.1542956531047821 (0.2286530565470457) | > loss_disc_real_5: 0.1556074619293213 (0.2155728679150343) | > loss_0: 2.0290794372558594 (2.2659245133399963) | > loss_gen: 2.489384174346924 (2.534098184108734) | > loss_kl: 1.7207379341125488 (1.8269737601280212) | > loss_feat: 6.9313154220581055 (6.722311913967133) | > loss_mel: 20.70257568359375 (20.392405509948727) | > loss_duration: 2.3605823516845703 (2.275173544883728) | > loss_1: 34.20459747314453 (33.750962543487546)  --> STEP: 21 | > loss_disc: 2.1615190505981445 (2.2609528246380033) | > loss_disc_real_0: 0.20206868648529053 (0.09459325529280163) | > loss_disc_real_1: 0.23372691869735718 (0.24637180992535182) | > loss_disc_real_2: 0.2349414974451065 (0.22455076589470818) | > loss_disc_real_3: 0.20781126618385315 (0.22437429073311033) | > loss_disc_real_4: 0.2522541582584381 (0.22977691853330248) | > loss_disc_real_5: 0.20276495814323425 (0.2149629674497105) | > loss_0: 2.1615190505981445 (2.2609528246380033) | > loss_gen: 2.818763494491577 (2.5476536750793457) | > loss_kl: 2.497035503387451 (1.858881462187994) | > loss_feat: 6.846513271331787 (6.72822626431783) | > loss_mel: 18.272602081298828 (20.291462489536826) | > loss_duration: 2.171232223510742 (2.270223958151681) | > loss_1: 32.60614776611328 (33.69644755408878)  --> STEP: 22 | > loss_disc: 2.1463308334350586 (2.255742734128779) | > loss_disc_real_0: 0.1535644680261612 (0.09727376496249979) | > loss_disc_real_1: 0.2387748509645462 (0.24602649360895157) | > loss_disc_real_2: 0.2302190661430359 (0.2248084159059958) | > loss_disc_real_3: 0.21613073348999023 (0.2239995835856958) | > loss_disc_real_4: 0.2368721067905426 (0.23009942709044975) | > loss_disc_real_5: 0.20682288706302643 (0.2145929637957703) | > loss_0: 2.1463308334350586 (2.255742734128779) | > loss_gen: 3.154968500137329 (2.575258894400163) | > loss_kl: 1.5759309530258179 (1.8460200754078953) | > loss_feat: 8.91139030456543 (6.827460993419994) | > loss_mel: 18.458518981933594 (20.20814687555486) | > loss_duration: 2.1685945987701416 (2.2656044418161567) | > loss_1: 34.26940155029297 (33.722490917552605)  --> STEP: 23 | > loss_disc: 2.1522653102874756 (2.251243715700896) | > loss_disc_real_0: 0.10821601748466492 (0.09774951507215915) | > loss_disc_real_1: 0.24874426424503326 (0.24614465754965079) | > loss_disc_real_2: 0.16637754440307617 (0.2222679432319558) | > loss_disc_real_3: 0.15045380592346191 (0.22080194107864215) | > loss_disc_real_4: 0.19266757369041443 (0.2284719552034917) | > loss_disc_real_5: 0.21022425591945648 (0.214403019975061) | > loss_0: 2.1522653102874756 (2.251243715700896) | > loss_gen: 2.4338836669921875 (2.5691121453824253) | > loss_kl: 2.053781509399414 (1.8550531812336133) | > loss_feat: 7.76041316986084 (6.868024131526118) | > loss_mel: 19.089048385620117 (20.15949041947074) | > loss_duration: 2.2425386905670166 (2.264601583066194) | > loss_1: 33.57966613769531 (33.716281144515335)  --> STEP: 24 | > loss_disc: 2.3138957023620605 (2.253854215145111) | > loss_disc_real_0: 0.13146346807479858 (0.09915426311393578) | > loss_disc_real_1: 0.2505590617656708 (0.2463285910586516) | > loss_disc_real_2: 0.22677242755889893 (0.22245563007891178) | > loss_disc_real_3: 0.23934893310070038 (0.22157473241289458) | > loss_disc_real_4: 0.24963277578353882 (0.22935365606099367) | > loss_disc_real_5: 0.27727580070495605 (0.21702271917213997) | > loss_0: 2.3138957023620605 (2.253854215145111) | > loss_gen: 2.607349395751953 (2.5707053641478224) | > loss_kl: 1.8529411554336548 (1.8549651801586151) | > loss_feat: 6.778574466705322 (6.864297062158585) | > loss_mel: 20.13006019592285 (20.158264160156243) | > loss_duration: 2.402517080307007 (2.2703480621178946) | > loss_1: 33.77144241333008 (33.71857953071595)  --> STEP: 25 | > loss_disc: 2.3146297931671143 (2.256285238265991) | > loss_disc_real_0: 0.11946286261081696 (0.09996660709381104) | > loss_disc_real_1: 0.24194736778736115 (0.2461533421278) | > loss_disc_real_2: 0.3205276429653168 (0.22637851059436798) | > loss_disc_real_3: 0.2222723513841629 (0.2216026371717453) | > loss_disc_real_4: 0.22311848402023315 (0.22910424917936326) | > loss_disc_real_5: 0.23435208201408386 (0.21771589368581773) | > loss_0: 2.3146297931671143 (2.256285238265991) | > loss_gen: 2.599172592163086 (2.571844053268433) | > loss_kl: 1.9894700050354004 (1.8603453731536865) | > loss_feat: 7.013904571533203 (6.87028136253357) | > loss_mel: 17.435388565063477 (20.049349136352532) | > loss_duration: 2.3024420738220215 (2.2716318225860594) | > loss_1: 31.340377807617188 (33.623451461792)  --> STEP: 26 | > loss_disc: 1.9434363842010498 (2.244252590032724) | > loss_disc_real_0: 0.05856725573539734 (0.09837432434925666) | > loss_disc_real_1: 0.12357388436794281 (0.2414387475985747) | > loss_disc_real_2: 0.0895906388759613 (0.2211174386051985) | > loss_disc_real_3: 0.1424228399991989 (0.2185572603574166) | > loss_disc_real_4: 0.07146452367305756 (0.2230411828137361) | > loss_disc_real_5: 0.09712574630975723 (0.21307781109443077) | > loss_0: 1.9434363842010498 (2.244252590032724) | > loss_gen: 2.2270445823669434 (2.558582535156837) | > loss_kl: 2.1318063735961914 (1.8707861808630137) | > loss_feat: 17.39215087890625 (7.274968651624826) | > loss_mel: 22.294605255126953 (20.135705140920777) | > loss_duration: 2.2704315185546875 (2.2715856570463915) | > loss_1: 46.316036224365234 (34.11162779881405) --> EVAL PERFORMANCE | > avg_loader_time: 0.002092242240905762 (-6.806850433349523e-05) | > avg_loss_disc: 2.244252590032724 (-0.02128844077770564) | > avg_loss_disc_real_0: 0.09837432434925666 (+0.0039048842512644233) | > avg_loss_disc_real_1: 0.2414387475985747 (-0.024840606519809127) | > avg_loss_disc_real_2: 0.2211174386051985 (-0.0030566717569644464) | > avg_loss_disc_real_3: 0.2185572603574166 (-0.004157720850064189) | > avg_loss_disc_real_4: 0.2230411828137361 (+0.003815473558811039) | > avg_loss_disc_real_5: 0.21307781109443077 (-0.007265919103072255) | > avg_loss_0: 2.244252590032724 (-0.02128844077770564) | > avg_loss_gen: 2.558582535156837 (-0.07184834205187274) | > avg_loss_kl: 1.8707861808630137 (-0.010714535529796843) | > avg_loss_feat: 7.274968651624826 (-0.49954595015599157) | > avg_loss_mel: 20.135705140920777 (+0.0777585689838034) | > avg_loss_duration: 2.2715856570463915 (+0.0015845115368184892) | > avg_loss_1: 34.11162779881405 (-0.5027657288771366)  > EPOCH: 96/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:09:11)   --> TIME: 2024-06-10 19:09:19 -- STEP: 19/330 -- GLOBAL_STEP: 119700 | > loss_disc: 2.3275747299194336 (2.2684264810461747) | > loss_disc_real_0: 0.14222721755504608 (0.12557157678039452) | > loss_disc_real_1: 0.190954327583313 (0.19665070819227318) | > loss_disc_real_2: 0.2248515486717224 (0.21082617891462227) | > loss_disc_real_3: 0.23081964254379272 (0.21727401331851356) | > loss_disc_real_4: 0.22136884927749634 (0.2130070603207538) | > loss_disc_real_5: 0.22888796031475067 (0.20664560245840172) | > loss_0: 2.3275747299194336 (2.2684264810461747) | > grad_norm_0: tensor(7.7762, device='cuda:0') (tensor(9.8172, device='cuda:0')) | > loss_gen: 2.6550469398498535 (2.569628163387901) | > loss_kl: 1.5861661434173584 (1.6413246393203735) | > loss_feat: 7.519623756408691 (6.893318502526534) | > loss_mel: 19.948572158813477 (20.09842340569747) | > loss_duration: 2.1256299018859863 (2.2175562005294) | > loss_1: 33.83504104614258 (33.42025124399286) | > grad_norm_1: tensor(217.1734, device='cuda:0') (tensor(110.0377, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.358 (0.36468272460134404) | > loader_time: 0.0035 (0.003129971654791581)  --> TIME: 2024-06-10 19:09:29 -- STEP: 44/330 -- GLOBAL_STEP: 119725 | > loss_disc: 2.199306011199951 (2.239682067524303) | > loss_disc_real_0: 0.11527703702449799 (0.11846652406860482) | > loss_disc_real_1: 0.2569933831691742 (0.20090855471789837) | > loss_disc_real_2: 0.18027351796627045 (0.21061511202292008) | > loss_disc_real_3: 0.22420677542686462 (0.21793016215617006) | > loss_disc_real_4: 0.2361224740743637 (0.20996025238524785) | > loss_disc_real_5: 0.22877584397792816 (0.20364197716116905) | > loss_0: 2.199306011199951 (2.239682067524303) | > grad_norm_0: tensor(16.8578, device='cuda:0') (tensor(12.0215, device='cuda:0')) | > loss_gen: 2.9519450664520264 (2.634500720284202) | > loss_kl: 1.6182291507720947 (1.628617912530899) | > loss_feat: 8.461530685424805 (7.261563301086426) | > loss_mel: 19.935993194580078 (20.18360497734763) | > loss_duration: 2.0295724868774414 (2.1398815458471128) | > loss_1: 34.99726867675781 (33.84816880659624) | > grad_norm_1: tensor(195.8309, device='cuda:0') (tensor(132.7072, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.358 (0.363159651106054) | > loader_time: 0.0038 (0.0033187378536571155)  --> TIME: 2024-06-10 19:09:38 -- STEP: 69/330 -- GLOBAL_STEP: 119750 | > loss_disc: 2.1918299198150635 (2.250530851060066) | > loss_disc_real_0: 0.09169613569974899 (0.11689777747876402) | > loss_disc_real_1: 0.1805121898651123 (0.20040352394183475) | > loss_disc_real_2: 0.17359425127506256 (0.21667720118294592) | > loss_disc_real_3: 0.22975757718086243 (0.22127674131289773) | > loss_disc_real_4: 0.22111141681671143 (0.21078910603039508) | > loss_disc_real_5: 0.2295607179403305 (0.2056778520345688) | > loss_0: 2.1918299198150635 (2.250530851060066) | > grad_norm_0: tensor(8.7352, device='cuda:0') (tensor(12.2468, device='cuda:0')) | > loss_gen: 2.5875895023345947 (2.614156045775483) | > loss_kl: 1.721949815750122 (1.6252485772837764) | > loss_feat: 7.138516426086426 (7.262511253356934) | > loss_mel: 19.749130249023438 (20.17603437451348) | > loss_duration: 2.0183231830596924 (2.1136455553165376) | > loss_1: 33.21550750732422 (33.79159612240998) | > grad_norm_1: tensor(87.6377, device='cuda:0') (tensor(144.7743, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3664 (0.3654853433802507) | > loader_time: 0.0041 (0.003416614256043365)  --> TIME: 2024-06-10 19:09:47 -- STEP: 94/330 -- GLOBAL_STEP: 119775 | > loss_disc: 2.3471426963806152 (2.241716843970279) | > loss_disc_real_0: 0.10183509439229965 (0.11630389070574274) | > loss_disc_real_1: 0.20681744813919067 (0.1991662914924165) | > loss_disc_real_2: 0.2516144812107086 (0.21541348099708557) | > loss_disc_real_3: 0.23002147674560547 (0.21919489968964395) | > loss_disc_real_4: 0.2596936523914337 (0.20919527065880755) | > loss_disc_real_5: 0.2223796248435974 (0.20563510345651748) | > loss_0: 2.3471426963806152 (2.241716843970279) | > grad_norm_0: tensor(17.5967, device='cuda:0') (tensor(11.9181, device='cuda:0')) | > loss_gen: 2.717630386352539 (2.6213250084126245) | > loss_kl: 1.8047723770141602 (1.6146536748459999) | > loss_feat: 7.4336628913879395 (7.31898462011459) | > loss_mel: 21.173898696899414 (20.149040709150597) | > loss_duration: 2.107840061187744 (2.1021903106506845) | > loss_1: 35.23780822753906 (33.80619458949311) | > grad_norm_1: tensor(94.9202, device='cuda:0') (tensor(143.7179, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3547 (0.3640316902322972) | > loader_time: 0.0037 (0.0035039389387090157)  --> TIME: 2024-06-10 19:09:56 -- STEP: 119/330 -- GLOBAL_STEP: 119800 | > loss_disc: 2.272519111633301 (2.2509945360552375) | > loss_disc_real_0: 0.1395118683576584 (0.11588976388218022) | > loss_disc_real_1: 0.1854076087474823 (0.19999849351764726) | > loss_disc_real_2: 0.18136358261108398 (0.21523773294537007) | > loss_disc_real_3: 0.2170046865940094 (0.2214896891798292) | > loss_disc_real_4: 0.20494067668914795 (0.21199448218866557) | > loss_disc_real_5: 0.207366481423378 (0.20728208249857447) | > loss_0: 2.272519111633301 (2.2509945360552375) | > grad_norm_0: tensor(8.9301, device='cuda:0') (tensor(12.0790, device='cuda:0')) | > loss_gen: 2.544621706008911 (2.6140523738219956) | > loss_kl: 1.611106038093567 (1.6219931880966956) | > loss_feat: 7.141359806060791 (7.320209992032091) | > loss_mel: 19.64885711669922 (20.140081085076858) | > loss_duration: 2.0712180137634277 (2.0979870377468477) | > loss_1: 33.01716232299805 (33.79432389716139) | > grad_norm_1: tensor(280.3013, device='cuda:0') (tensor(161.3934, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3565 (0.3621318039773893) | > loader_time: 0.0039 (0.0035886944842939616)  --> TIME: 2024-06-10 19:10:05 -- STEP: 144/330 -- GLOBAL_STEP: 119825 | > loss_disc: 2.387559413909912 (2.262220453884868) | > loss_disc_real_0: 0.11480481177568436 (0.11713722027424309) | > loss_disc_real_1: 0.22352071106433868 (0.20103613923614222) | > loss_disc_real_2: 0.18948806822299957 (0.2161169634718034) | > loss_disc_real_3: 0.23743245005607605 (0.22198540469010672) | > loss_disc_real_4: 0.23236873745918274 (0.21285621894316542) | > loss_disc_real_5: 0.2116534411907196 (0.20817642959041727) | > loss_0: 2.387559413909912 (2.262220453884868) | > grad_norm_0: tensor(14.8908, device='cuda:0') (tensor(12.2594, device='cuda:0')) | > loss_gen: 2.485722780227661 (2.6066705269945993) | > loss_kl: 1.7331233024597168 (1.6258355784747338) | > loss_feat: 7.995030879974365 (7.287359144952562) | > loss_mel: 19.735008239746094 (20.14606649345822) | > loss_duration: 2.0653207302093506 (2.0983282849192637) | > loss_1: 34.01420593261719 (33.76426021258035) | > grad_norm_1: tensor(273.6870, device='cuda:0') (tensor(169.9899, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3813 (0.36176835497220355) | > loader_time: 0.0041 (0.0036790470282236734)  --> TIME: 2024-06-10 19:10:15 -- STEP: 169/330 -- GLOBAL_STEP: 119850 | > loss_disc: 2.441612958908081 (2.26348122619313) | > loss_disc_real_0: 0.09316942095756531 (0.11775496796038024) | > loss_disc_real_1: 0.2144647240638733 (0.20145316135424834) | > loss_disc_real_2: 0.2745508551597595 (0.2161281439503269) | > loss_disc_real_3: 0.23082171380519867 (0.22195490939024637) | > loss_disc_real_4: 0.20704147219657898 (0.2128909156167296) | > loss_disc_real_5: 0.21258996427059174 (0.20776799859027184) | > loss_0: 2.441612958908081 (2.26348122619313) | > grad_norm_0: tensor(19.2677, device='cuda:0') (tensor(13.2106, device='cuda:0')) | > loss_gen: 2.510331869125366 (2.6072606617177034) | > loss_kl: 1.6032919883728027 (1.625098386459802) | > loss_feat: 7.111826419830322 (7.2897673979313415) | > loss_mel: 20.166954040527344 (20.126185964550494) | > loss_duration: 2.1231603622436523 (2.0999687627927797) | > loss_1: 33.51556396484375 (33.748281354734864) | > grad_norm_1: tensor(363.1977, device='cuda:0') (tensor(179.6837, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3839 (0.3634132718193461) | > loader_time: 0.0043 (0.003779234970815083)  --> TIME: 2024-06-10 19:10:25 -- STEP: 194/330 -- GLOBAL_STEP: 119875 | > loss_disc: 2.172945976257324 (2.259191880521087) | > loss_disc_real_0: 0.08418406546115875 (0.11680655972552054) | > loss_disc_real_1: 0.19383405148983002 (0.2011599584108161) | > loss_disc_real_2: 0.22951892018318176 (0.21616988437077433) | > loss_disc_real_3: 0.23462606966495514 (0.22150489749367705) | > loss_disc_real_4: 0.2158844769001007 (0.2135442872483706) | > loss_disc_real_5: 0.2071533203125 (0.2078054302285627) | > loss_0: 2.172945976257324 (2.259191880521087) | > grad_norm_0: tensor(7.3251, device='cuda:0') (tensor(13.8710, device='cuda:0')) | > loss_gen: 2.6610710620880127 (2.6110991903187077) | > loss_kl: 1.8566157817840576 (1.6296189181583445) | > loss_feat: 7.4625630378723145 (7.312330735098455) | > loss_mel: 20.931468963623047 (20.111105859894117) | > loss_duration: 2.093052625656128 (2.1047995182656756) | > loss_1: 35.0047721862793 (33.76895432619703) | > grad_norm_1: tensor(270.5784, device='cuda:0') (tensor(191.9765, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3881 (0.3675060628615704) | > loader_time: 0.005 (0.003926406201628065)  --> TIME: 2024-06-10 19:10:35 -- STEP: 219/330 -- GLOBAL_STEP: 119900 | > loss_disc: 2.2168684005737305 (2.2542057015580146) | > loss_disc_real_0: 0.08522900193929672 (0.11676896775149864) | > loss_disc_real_1: 0.166656494140625 (0.20008041457906706) | > loss_disc_real_2: 0.2182583063840866 (0.215486273373643) | > loss_disc_real_3: 0.2248748540878296 (0.22066374143509015) | > loss_disc_real_4: 0.1750660538673401 (0.21287707304029163) | > loss_disc_real_5: 0.19492973387241364 (0.20758366952203725) | > loss_0: 2.2168684005737305 (2.2542057015580146) | > grad_norm_0: tensor(7.2505, device='cuda:0') (tensor(14.0759, device='cuda:0')) | > loss_gen: 2.540341854095459 (2.619849147317616) | > loss_kl: 1.8187545537948608 (1.63674383239659) | > loss_feat: 7.663196086883545 (7.358341567592534) | > loss_mel: 20.15359115600586 (20.087410870208043) | > loss_duration: 2.1370487213134766 (2.109896721360891) | > loss_1: 34.31293487548828 (33.81224230761941) | > grad_norm_1: tensor(128.5332, device='cuda:0') (tensor(198.1020, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.3908 (0.3706357653282549) | > loader_time: 0.0054 (0.004068471525357739)  --> TIME: 2024-06-10 19:10:45 -- STEP: 244/330 -- GLOBAL_STEP: 119925 | > loss_disc: 2.3096773624420166 (2.2535692257959354) | > loss_disc_real_0: 0.09771063923835754 (0.11700700021913794) | > loss_disc_real_1: 0.258513867855072 (0.20042055353644442) | > loss_disc_real_2: 0.20532537996768951 (0.21516745140562293) | > loss_disc_real_3: 0.18598812818527222 (0.22069444128724394) | > loss_disc_real_4: 0.20864516496658325 (0.21345484452169453) | > loss_disc_real_5: 0.17973020672798157 (0.207406080037844) | > loss_0: 2.3096773624420166 (2.2535692257959354) | > grad_norm_0: tensor(12.9568, device='cuda:0') (tensor(14.5446, device='cuda:0')) | > loss_gen: 2.8024585247039795 (2.623596548056993) | > loss_kl: 1.5944228172302246 (1.6374540773571515) | > loss_feat: 7.855751991271973 (7.369839578378396) | > loss_mel: 19.37406349182129 (20.06471188341985) | > loss_duration: 2.1198105812072754 (2.1171825914109355) | > loss_1: 33.74650573730469 (33.812784835940484) | > grad_norm_1: tensor(380.8516, device='cuda:0') (tensor(200.1122, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.4192 (0.3742378998975285) | > loader_time: 0.0059 (0.004246657011938877)  --> TIME: 2024-06-10 19:10:56 -- STEP: 269/330 -- GLOBAL_STEP: 119950 | > loss_disc: 2.1990365982055664 (2.2545405692770597) | > loss_disc_real_0: 0.11974312365055084 (0.11735573338974807) | > loss_disc_real_1: 0.23829558491706848 (0.20102092482454273) | > loss_disc_real_2: 0.210331529378891 (0.21484192579873876) | > loss_disc_real_3: 0.21995705366134644 (0.22053591940261175) | > loss_disc_real_4: 0.19009171426296234 (0.21329000054903638) | > loss_disc_real_5: 0.2022404670715332 (0.2075024406152144) | > loss_0: 2.1990365982055664 (2.2545405692770597) | > grad_norm_0: tensor(30.7576, device='cuda:0') (tensor(15.5645, device='cuda:0')) | > loss_gen: 2.6008622646331787 (2.623925204613838) | > loss_kl: 1.6950939893722534 (1.6385140188564598) | > loss_feat: 7.181560039520264 (7.383113896536561) | > loss_mel: 19.504362106323242 (20.030382546350417) | > loss_duration: 2.210475206375122 (2.1235702520852646) | > loss_1: 33.192352294921875 (33.79950603499287) | > grad_norm_1: tensor(353.1165, device='cuda:0') (tensor(206.6909, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.4628 (0.37925252861249853) | > loader_time: 0.0061 (0.004415448270322665)  --> TIME: 2024-06-10 19:11:08 -- STEP: 294/330 -- GLOBAL_STEP: 119975 | > loss_disc: 2.153001070022583 (2.2558063471398397) | > loss_disc_real_0: 0.06674952059984207 (0.1170582210733777) | > loss_disc_real_1: 0.154901921749115 (0.2011698709712142) | > loss_disc_real_2: 0.22211191058158875 (0.21494169715715913) | > loss_disc_real_3: 0.2413763701915741 (0.22063579425519822) | > loss_disc_real_4: 0.19995462894439697 (0.21312079943564474) | > loss_disc_real_5: 0.21077582240104675 (0.20806699737805093) | > loss_0: 2.153001070022583 (2.2558063471398397) | > grad_norm_0: tensor(20.9414, device='cuda:0') (tensor(16.8308, device='cuda:0')) | > loss_gen: 2.958491563796997 (2.6288249403441037) | > loss_kl: 1.7323906421661377 (1.6432117896826088) | > loss_feat: 8.8217191696167 (7.405850618063998) | > loss_mel: 20.02263069152832 (19.986461308537695) | > loss_duration: 2.266763210296631 (2.1316424725817993) | > loss_1: 35.80199432373047 (33.79599126828771) | > grad_norm_1: tensor(212.3275, device='cuda:0') (tensor(214.2523, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.4552 (0.38449484880278717) | > loader_time: 0.0064 (0.004579002354420772)  --> TIME: 2024-06-10 19:11:21 -- STEP: 319/330 -- GLOBAL_STEP: 120000 | > loss_disc: 2.2060232162475586 (2.250075739752912) | > loss_disc_real_0: 0.11399740725755692 (0.11548328719636115) | > loss_disc_real_1: 0.1427319347858429 (0.20145267194434766) | > loss_disc_real_2: 0.2330101579427719 (0.2145362098388911) | > loss_disc_real_3: 0.2547544538974762 (0.22060526164721542) | > loss_disc_real_4: 0.21046948432922363 (0.21176817321852084) | > loss_disc_real_5: 0.24140901863574982 (0.2079054507248828) | > loss_0: 2.2060232162475586 (2.250075739752912) | > grad_norm_0: tensor(21.9536, device='cuda:0') (tensor(17.2033, device='cuda:0')) | > loss_gen: 2.7588624954223633 (2.6439815464438308) | > loss_kl: 1.718226432800293 (1.6469741809330765) | > loss_feat: 8.325114250183105 (7.470111645127538) | > loss_mel: 19.252986907958984 (19.967080226886235) | > loss_duration: 2.3000779151916504 (2.144122206305262) | > loss_1: 34.35527038574219 (33.87226993835831) | > grad_norm_1: tensor(472.1754, device='cuda:0') (tensor(217.9471, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.5603 (0.3942098938932986) | > loader_time: 0.0087 (0.004811645675228679) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_120000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0204567909240723 (2.0204567909240723) | > loss_disc_real_0: 0.16401100158691406 (0.16401100158691406) | > loss_disc_real_1: 0.18770653009414673 (0.18770653009414673) | > loss_disc_real_2: 0.18906810879707336 (0.18906810879707336) | > loss_disc_real_3: 0.17291082441806793 (0.17291082441806793) | > loss_disc_real_4: 0.13235697150230408 (0.13235697150230408) | > loss_disc_real_5: 0.12497834116220474 (0.12497834116220474) | > loss_0: 2.0204567909240723 (2.0204567909240723) | > loss_gen: 2.540135383605957 (2.540135383605957) | > loss_kl: 1.4667632579803467 (1.4667632579803467) | > loss_feat: 7.992252349853516 (7.992252349853516) | > loss_mel: 20.3028507232666 (20.3028507232666) | > loss_duration: 2.757664203643799 (2.757664203643799) | > loss_1: 35.05966567993164 (35.05966567993164)  --> STEP: 1 | > loss_disc: 2.377892017364502 (2.377892017364502) | > loss_disc_real_0: 0.13276106119155884 (0.13276106119155884) | > loss_disc_real_1: 0.13051487505435944 (0.13051487505435944) | > loss_disc_real_2: 0.19589944183826447 (0.19589944183826447) | > loss_disc_real_3: 0.2244051843881607 (0.2244051843881607) | > loss_disc_real_4: 0.20268622040748596 (0.20268622040748596) | > loss_disc_real_5: 0.19627517461776733 (0.19627517461776733) | > loss_0: 2.377892017364502 (2.377892017364502) | > loss_gen: 2.0221924781799316 (2.0221924781799316) | > loss_kl: 1.6114503145217896 (1.6114503145217896) | > loss_feat: 5.445134162902832 (5.445134162902832) | > loss_mel: 18.83098793029785 (18.83098793029785) | > loss_duration: 2.3057138919830322 (2.3057138919830322) | > loss_1: 30.215478897094727 (30.215478897094727)  --> STEP: 2 | > loss_disc: 2.5557186603546143 (2.466805338859558) | > loss_disc_real_0: 0.10531888157129288 (0.11903997138142586) | > loss_disc_real_1: 0.13860368728637695 (0.1345592811703682) | > loss_disc_real_2: 0.24875737726688385 (0.22232840955257416) | > loss_disc_real_3: 0.24114325642585754 (0.23277422040700912) | > loss_disc_real_4: 0.24925926327705383 (0.2259727418422699) | > loss_disc_real_5: 0.28202006220817566 (0.2391476184129715) | > loss_0: 2.5557186603546143 (2.466805338859558) | > loss_gen: 1.9500582218170166 (1.9861253499984741) | > loss_kl: 1.8857300281524658 (1.7485901713371277) | > loss_feat: 5.187210559844971 (5.316172361373901) | > loss_mel: 21.707075119018555 (20.269031524658203) | > loss_duration: 2.46024751663208 (2.382980704307556) | > loss_1: 33.19032287597656 (31.702900886535645)  --> STEP: 3 | > loss_disc: 2.3121368885040283 (2.4152491887410483) | > loss_disc_real_0: 0.06403456628322601 (0.10070483634869258) | > loss_disc_real_1: 0.1806202232837677 (0.14991292854150137) | > loss_disc_real_2: 0.19442707300186157 (0.21302796403566995) | > loss_disc_real_3: 0.2821418046951294 (0.24923008183638254) | > loss_disc_real_4: 0.2627065181732178 (0.23821733395258585) | > loss_disc_real_5: 0.26170673966407776 (0.24666732549667358) | > loss_0: 2.3121368885040283 (2.4152491887410483) | > loss_gen: 2.280435085296631 (2.08422859509786) | > loss_kl: 2.3600049018859863 (1.9523950815200806) | > loss_feat: 4.621316432952881 (5.0845537185668945) | > loss_mel: 22.116764068603516 (20.884942372639973) | > loss_duration: 2.166853427886963 (2.310938278834025) | > loss_1: 33.54537582397461 (32.3170591990153)  --> STEP: 4 | > loss_disc: 1.9577460289001465 (2.3008733987808228) | > loss_disc_real_0: 0.061941009014844894 (0.09101387951523066) | > loss_disc_real_1: 0.13810846209526062 (0.14696181192994118) | > loss_disc_real_2: 0.1701398491859436 (0.20230593532323837) | > loss_disc_real_3: 0.21001073718070984 (0.23942524567246437) | > loss_disc_real_4: 0.1551540195941925 (0.21745150536298752) | > loss_disc_real_5: 0.17390744388103485 (0.2284773550927639) | > loss_0: 1.9577460289001465 (2.3008733987808228) | > loss_gen: 2.477032423019409 (2.182429552078247) | > loss_kl: 2.3049798011779785 (2.040541261434555) | > loss_feat: 9.141175270080566 (6.0987091064453125) | > loss_mel: 20.719860076904297 (20.843671798706055) | > loss_duration: 2.265080451965332 (2.299473822116852) | > loss_1: 36.90812683105469 (33.46482610702515)  --> STEP: 5 | > loss_disc: 2.4461214542388916 (2.3299230098724366) | > loss_disc_real_0: 0.14805448055267334 (0.10242199972271919) | > loss_disc_real_1: 0.19200600683689117 (0.15597065091133117) | > loss_disc_real_2: 0.26133236289024353 (0.21411122083663942) | > loss_disc_real_3: 0.29874730110168457 (0.2512896567583084) | > loss_disc_real_4: 0.27593794465065 (0.22914879322052) | > loss_disc_real_5: 0.22839245200157166 (0.22846037447452544) | > loss_0: 2.4461214542388916 (2.3299230098724366) | > loss_gen: 2.4261555671691895 (2.2311747550964354) | > loss_kl: 1.881579875946045 (2.008748984336853) | > loss_feat: 5.341517925262451 (5.94727087020874) | > loss_mel: 21.06216812133789 (20.887371063232422) | > loss_duration: 2.381523847579956 (2.315883827209473) | > loss_1: 33.09294509887695 (33.390449905395506)  --> STEP: 6 | > loss_disc: 2.370283603668213 (2.336649775505066) | > loss_disc_real_0: 0.1506996750831604 (0.11046827894945939) | > loss_disc_real_1: 0.1929205060005188 (0.16212896009286246) | > loss_disc_real_2: 0.26301121711730957 (0.2222612202167511) | > loss_disc_real_3: 0.19072316586971283 (0.24119524161020914) | > loss_disc_real_4: 0.2075497806072235 (0.2255489577849706) | > loss_disc_real_5: 0.17908407747745514 (0.2202309916416804) | > loss_0: 2.370283603668213 (2.336649775505066) | > loss_gen: 2.4085049629211426 (2.2607297897338867) | > loss_kl: 1.8742188215255737 (1.9863272905349731) | > loss_feat: 6.520359039306641 (6.042785565058391) | > loss_mel: 20.848188400268555 (20.88084061940511) | > loss_duration: 2.1134719848632812 (2.282148520151774) | > loss_1: 33.76474380493164 (33.45283222198486)  --> STEP: 7 | > loss_disc: 2.3682937622070312 (2.3411703450339183) | > loss_disc_real_0: 0.06847675889730453 (0.10446949037058013) | > loss_disc_real_1: 0.1759374737739563 (0.16410160490444728) | > loss_disc_real_2: 0.24116000533103943 (0.22496104666164943) | > loss_disc_real_3: 0.18671217560768127 (0.23341194646699087) | > loss_disc_real_4: 0.22642597556114197 (0.22567424603870936) | > loss_disc_real_5: 0.2391497790813446 (0.22293367556163243) | > loss_0: 2.3682937622070312 (2.3411703450339183) | > loss_gen: 2.300912618637085 (2.266470193862915) | > loss_kl: 2.4625084400177 (2.0543531690325056) | > loss_feat: 6.402533054351807 (6.0941780635288785) | > loss_mel: 22.076459884643555 (21.05164337158203) | > loss_duration: 2.4140491485595703 (2.3009914670671736) | > loss_1: 35.656463623046875 (33.76763670785086)  --> STEP: 8 | > loss_disc: 2.301182270050049 (2.3361718356609344) | > loss_disc_real_0: 0.10467531532049179 (0.10449521848931909) | > loss_disc_real_1: 0.18559210002422333 (0.1667879167944193) | > loss_disc_real_2: 0.2716175615787506 (0.23079311102628708) | > loss_disc_real_3: 0.30504605174064636 (0.24236620962619781) | > loss_disc_real_4: 0.25703513622283936 (0.22959435731172562) | > loss_disc_real_5: 0.2729015052318573 (0.22917965427041054) | > loss_0: 2.301182270050049 (2.3361718356609344) | > loss_gen: 2.6474506855010986 (2.314092755317688) | > loss_kl: 1.927540898323059 (2.0385016351938248) | > loss_feat: 7.315191745758057 (6.246804773807526) | > loss_mel: 20.550323486328125 (20.988978385925293) | > loss_duration: 2.2245278358459473 (2.2914335131645203) | > loss_1: 34.665035247802734 (33.87981152534485)  --> STEP: 9 | > loss_disc: 2.1572322845458984 (2.3162896633148193) | > loss_disc_real_0: 0.16833266615867615 (0.11158826823035876) | > loss_disc_real_1: 0.16951067745685577 (0.16709044575691223) | > loss_disc_real_2: 0.23542748391628265 (0.23130804134739769) | > loss_disc_real_3: 0.252390056848526 (0.24347997042867872) | > loss_disc_real_4: 0.14742691814899445 (0.22046464184919992) | > loss_disc_real_5: 0.21697378158569336 (0.22782344619433084) | > loss_0: 2.1572322845458984 (2.3162896633148193) | > loss_gen: 2.7225489616394043 (2.359476778242323) | > loss_kl: 1.2663260698318481 (1.9527043501536052) | > loss_feat: 7.786219596862793 (6.417850865258111) | > loss_mel: 22.116405487060547 (21.11424806382921) | > loss_duration: 2.134498357772827 (2.273996273676554) | > loss_1: 36.025997161865234 (34.118276596069336)  --> STEP: 10 | > loss_disc: 2.421135663986206 (2.326774263381958) | > loss_disc_real_0: 0.09009117633104324 (0.10943855904042721) | > loss_disc_real_1: 0.16948431730270386 (0.1673298329114914) | > loss_disc_real_2: 0.2402445524930954 (0.23220169246196748) | > loss_disc_real_3: 0.24495814740657806 (0.24362778812646865) | > loss_disc_real_4: 0.266164094209671 (0.22503458708524704) | > loss_disc_real_5: 0.2675202488899231 (0.23179312646389008) | > loss_0: 2.421135663986206 (2.326774263381958) | > loss_gen: 2.2065269947052 (2.3441817998886108) | > loss_kl: 1.3044259548187256 (1.8878765106201172) | > loss_feat: 5.029124736785889 (6.278978252410889) | > loss_mel: 18.709014892578125 (20.873724746704102) | > loss_duration: 2.223452568054199 (2.2689419031143188) | > loss_1: 29.472545623779297 (33.65370349884033)  --> STEP: 11 | > loss_disc: 2.578922748565674 (2.349696852944114) | > loss_disc_real_0: 0.12814480066299438 (0.11113912646066058) | > loss_disc_real_1: 0.18541549146175385 (0.168973983688788) | > loss_disc_real_2: 0.215942844748497 (0.2307236153971065) | > loss_disc_real_3: 0.20461048185825348 (0.24008076028390365) | > loss_disc_real_4: 0.22187094390392303 (0.22474698315967212) | > loss_disc_real_5: 0.19793280959129333 (0.22871491583910855) | > loss_0: 2.578922748565674 (2.349696852944114) | > loss_gen: 1.9538202285766602 (2.3086943843147973) | > loss_kl: 1.8934985399246216 (1.888387604193254) | > loss_feat: 5.523159503936768 (6.21026745709506) | > loss_mel: 18.408872604370117 (20.649647279219195) | > loss_duration: 2.411034107208252 (2.281859376213767) | > loss_1: 30.190383911132812 (33.338856263594195)  --> STEP: 12 | > loss_disc: 2.241349220275879 (2.3406678835550943) | > loss_disc_real_0: 0.12691864371299744 (0.11245408623168866) | > loss_disc_real_1: 0.17736344039440155 (0.16967310508092245) | > loss_disc_real_2: 0.1900501251220703 (0.22733415787418684) | > loss_disc_real_3: 0.20789708197116852 (0.2373987870911757) | > loss_disc_real_4: 0.22028300166130066 (0.22437498470147452) | > loss_disc_real_5: 0.226912721991539 (0.22856473301847777) | > loss_0: 2.241349220275879 (2.3406678835550943) | > loss_gen: 2.4119348526000977 (2.317297756671906) | > loss_kl: 1.9055572748184204 (1.8898184100786846) | > loss_feat: 6.787640571594238 (6.258381883303325) | > loss_mel: 20.56317710876465 (20.642441431681316) | > loss_duration: 2.1840553283691406 (2.2737090388933816) | > loss_1: 33.85236358642578 (33.381648540496826)  --> STEP: 13 | > loss_disc: 2.569093704223633 (2.3582391005295973) | > loss_disc_real_0: 0.11378000676631927 (0.11255608011896794) | > loss_disc_real_1: 0.22906476259231567 (0.1742416941202604) | > loss_disc_real_2: 0.17400577664375305 (0.223231974702615) | > loss_disc_real_3: 0.2692853808403015 (0.23985160199495462) | > loss_disc_real_4: 0.2369012087583542 (0.22533854039815757) | > loss_disc_real_5: 0.23207120597362518 (0.22883446170733526) | > loss_0: 2.569093704223633 (2.3582391005295973) | > loss_gen: 1.9392309188842773 (2.288215692226704) | > loss_kl: 1.8923866748809814 (1.8900159689096303) | > loss_feat: 4.460417747497559 (6.120076949779804) | > loss_mel: 18.644210815429688 (20.488731384277344) | > loss_duration: 2.102231502532959 (2.2605184591733494) | > loss_1: 29.038476943969727 (33.04755841768705)  --> STEP: 14 | > loss_disc: 2.5039234161376953 (2.368645123073033) | > loss_disc_real_0: 0.14644868671894073 (0.11497698059039456) | > loss_disc_real_1: 0.20511193573474884 (0.17644671137843812) | > loss_disc_real_2: 0.27343761920928955 (0.22681809216737747) | > loss_disc_real_3: 0.2649545967578888 (0.24164467304944992) | > loss_disc_real_4: 0.3151760399341583 (0.23175550465072906) | > loss_disc_real_5: 0.3184272050857544 (0.23523394337722234) | > loss_0: 2.5039234161376953 (2.368645123073033) | > loss_gen: 2.651245594024658 (2.3141463994979867) | > loss_kl: 2.5807485580444336 (1.9393540109906877) | > loss_feat: 5.998288154602051 (6.11137775012425) | > loss_mel: 20.68671226501465 (20.50287287575858) | > loss_duration: 2.348440408706665 (2.266798598425729) | > loss_1: 34.26543426513672 (33.13454954964774)  --> STEP: 15 | > loss_disc: 2.2583765983581543 (2.361293888092041) | > loss_disc_real_0: 0.1840953379869461 (0.119584871083498) | > loss_disc_real_1: 0.13651229441165924 (0.17378441691398622) | > loss_disc_real_2: 0.2512199282646179 (0.22844488124052684) | > loss_disc_real_3: 0.22522515058517456 (0.24055003821849824) | > loss_disc_real_4: 0.2126619666814804 (0.2304826021194458) | > loss_disc_real_5: 0.232942596077919 (0.23508118689060212) | > loss_0: 2.2583765983581543 (2.361293888092041) | > loss_gen: 2.847299814224243 (2.349689960479737) | > loss_kl: 2.3471784591674805 (1.9665423075358073) | > loss_feat: 10.39725112915039 (6.397102642059326) | > loss_mel: 19.814889907836914 (20.457007344563802) | > loss_duration: 2.226515769958496 (2.2641130765279134) | > loss_1: 37.63313674926758 (33.434455362955724)  --> STEP: 16 | > loss_disc: 2.1605989933013916 (2.3487504571676254) | > loss_disc_real_0: 0.11193328350782394 (0.11910664686001837) | > loss_disc_real_1: 0.15192049741744995 (0.1724179219454527) | > loss_disc_real_2: 0.213402658700943 (0.22750474233180285) | > loss_disc_real_3: 0.20135335624217987 (0.23810024559497833) | > loss_disc_real_4: 0.15299861133098602 (0.22563985269516706) | > loss_disc_real_5: 0.15422502160072327 (0.23002767655998468) | > loss_0: 2.1605989933013916 (2.3487504571676254) | > loss_gen: 2.202381134033203 (2.340483158826829) | > loss_kl: 1.549224615097046 (1.9404599517583847) | > loss_feat: 8.229990005493164 (6.511658102273941) | > loss_mel: 17.94022560119629 (20.299708485603333) | > loss_duration: 2.3122756481170654 (2.2671232372522354) | > loss_1: 32.23409652709961 (33.35943293571472)  --> STEP: 17 | > loss_disc: 2.6467535495758057 (2.3662800508386947) | > loss_disc_real_0: 0.1271762251853943 (0.11958132793798167) | > loss_disc_real_1: 0.18192221224308014 (0.17297699784531312) | > loss_disc_real_2: 0.2697063684463501 (0.22998719092677622) | > loss_disc_real_3: 0.2318318635225296 (0.23773151723777547) | > loss_disc_real_4: 0.25393953919410706 (0.22730454013628118) | > loss_disc_real_5: 0.25243884325027466 (0.23134598048294291) | > loss_0: 2.6467535495758057 (2.3662800508386947) | > loss_gen: 2.148710250854492 (2.3292023995343385) | > loss_kl: 1.9628537893295288 (1.9417772363213932) | > loss_feat: 5.2198967933654785 (6.435672142926385) | > loss_mel: 19.16309928894043 (20.23284912109375) | > loss_duration: 2.3420419692993164 (2.271530221490299) | > loss_1: 30.83660125732422 (33.21103107227999)  --> STEP: 18 | > loss_disc: 2.4063868522644043 (2.3685082064734564) | > loss_disc_real_0: 0.05043317377567291 (0.11573976381785339) | > loss_disc_real_1: 0.12145638465881348 (0.17011474155717426) | > loss_disc_real_2: 0.1963362693786621 (0.2281176952852143) | > loss_disc_real_3: 0.22363732755184174 (0.23694850669966805) | > loss_disc_real_4: 0.1266486793756485 (0.22171254787180159) | > loss_disc_real_5: 0.21137785911560059 (0.23023664040697944) | > loss_0: 2.4063868522644043 (2.3685082064734564) | > loss_gen: 1.9542574882507324 (2.3083721266852493) | > loss_kl: 1.6788843870162964 (1.9271720780266657) | > loss_feat: 8.318695068359375 (6.540284527672662) | > loss_mel: 23.722923278808594 (20.426742129855686) | > loss_duration: 2.2235896587371826 (2.268866856892904) | > loss_1: 37.898353576660156 (33.47143787807889)  --> STEP: 19 | > loss_disc: 2.6430535316467285 (2.3829579604299447) | > loss_disc_real_0: 0.14375251531600952 (0.11721411915986162) | > loss_disc_real_1: 0.1733161360025406 (0.17028323600166723) | > loss_disc_real_2: 0.23967276513576508 (0.22872585685629593) | > loss_disc_real_3: 0.2625921666622162 (0.23829817301348635) | > loss_disc_real_4: 0.27158859372138977 (0.22433760291651675) | > loss_disc_real_5: 0.26564598083496094 (0.232100289903189) | > loss_0: 2.6430535316467285 (2.3829579604299447) | > loss_gen: 2.170598030090332 (2.3011208584434115) | > loss_kl: 1.6638351678848267 (1.9133122406507794) | > loss_feat: 5.81516695022583 (6.502120444649144) | > loss_mel: 19.82546043395996 (20.39509572480854) | > loss_duration: 2.30342173576355 (2.2706855347282007) | > loss_1: 31.778480529785156 (33.38233485974764)  --> STEP: 20 | > loss_disc: 2.702153205871582 (2.398917722702026) | > loss_disc_real_0: 0.2090955525636673 (0.1218081908300519) | > loss_disc_real_1: 0.18472200632095337 (0.17100517451763153) | > loss_disc_real_2: 0.31926268339157104 (0.2332526981830597) | > loss_disc_real_3: 0.2562723755836487 (0.23919688314199447) | > loss_disc_real_4: 0.2770271897315979 (0.2269720822572708) | > loss_disc_real_5: 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(1.8909922384080433) | > loss_feat: 5.805889129638672 (6.399994441441128) | > loss_mel: 18.43562126159668 (20.31487174261184) | > loss_duration: 2.1469690799713135 (2.266891842796689) | > loss_1: 30.601266860961914 (33.161806469871884)  --> STEP: 22 | > loss_disc: 2.248769760131836 (2.3898763439872046) | > loss_disc_real_0: 0.09580646455287933 (0.11796830746937882) | > loss_disc_real_1: 0.15064939856529236 (0.17119391804391687) | > loss_disc_real_2: 0.13490724563598633 (0.22863212363286453) | > loss_disc_real_3: 0.18688063323497772 (0.2348747355016795) | > loss_disc_real_4: 0.14677537977695465 (0.22143771228465167) | > loss_disc_real_5: 0.17768961191177368 (0.2294086922298778) | > loss_0: 2.248769760131836 (2.3898763439872046) | > loss_gen: 2.259511709213257 (2.2877132567492406) | > loss_kl: 1.671846628189087 (1.8810310743071816) | > loss_feat: 8.383678436279297 (6.490161895751953) | > loss_mel: 22.073650360107422 (20.394816225225274) | > loss_duration: 2.163193464279175 (2.2621782801368018) | > loss_1: 36.551876068115234 (33.31590054251931)  --> STEP: 23 | > loss_disc: 2.4238901138305664 (2.3913552035456114) | > loss_disc_real_0: 0.12029629945755005 (0.11806952451234279) | > loss_disc_real_1: 0.20323121547698975 (0.17258684401926788) | > loss_disc_real_2: 0.21985548734664917 (0.22825053075085516) | > loss_disc_real_3: 0.21777848899364471 (0.23413142043611276) | > loss_disc_real_4: 0.2136542946100235 (0.2210993028205374) | > loss_disc_real_5: 0.2152414321899414 (0.2287927244020545) | > loss_0: 2.4238901138305664 (2.3913552035456114) | > loss_gen: 2.17280650138855 (2.282717310863993) | > loss_kl: 2.3608572483062744 (1.9018930818723596) | > loss_feat: 6.562823295593262 (6.493321087049401) | > loss_mel: 18.591115951538086 (20.316394474195395) | > loss_duration: 2.2696495056152344 (2.2625031160271685) | > loss_1: 31.957252502441406 (33.256828888602875)  --> STEP: 24 | > loss_disc: 2.697472095489502 (2.4041100740432735) | > loss_disc_real_0: 0.23474131524562836 (0.12293084912622969) | > loss_disc_real_1: 0.1490822285413742 (0.1716074850410223) | > loss_disc_real_2: 0.1840694546699524 (0.22640965258081755) | > loss_disc_real_3: 0.23192548751831055 (0.23403950656453767) | > loss_disc_real_4: 0.26361507177352905 (0.22287079319357872) | > loss_disc_real_5: 0.3264186680316925 (0.2328604720532894) | > loss_0: 2.697472095489502 (2.4041100740432735) | > loss_gen: 2.048515558242798 (2.2729589045047764) | > loss_kl: 1.8650096654891968 (1.9003562728563945) | > loss_feat: 5.565800666809082 (6.454674402872722) | > loss_mel: 17.93674659729004 (20.217242479324337) | > loss_duration: 2.421812057495117 (2.269140988588333) | > loss_1: 29.8378849029541 (33.114372889200844)  --> STEP: 25 | > loss_disc: 2.512281656265259 (2.408436937332153) | > loss_disc_real_0: 0.07104580104351044 (0.12085544720292091) | > loss_disc_real_1: 0.2050362527370453 (0.1729446357488632) | > loss_disc_real_2: 0.21750704944133759 (0.22605354845523834) | > loss_disc_real_3: 0.1958339959383011 (0.2325112861394882) | > loss_disc_real_4: 0.21142442524433136 (0.22241293847560883) | > loss_disc_real_5: 0.24651095271110535 (0.23340649127960206) | > loss_0: 2.512281656265259 (2.408436937332153) | > loss_gen: 2.080096960067749 (2.2652444267272953) | > loss_kl: 2.067945957183838 (1.9070598602294921) | > loss_feat: 7.156412601470947 (6.482743930816651) | > loss_mel: 20.324785232543945 (20.22154418945312) | > loss_duration: 2.3457677364349365 (2.2722060585021975) | > loss_1: 33.97500991821289 (33.14879837036133)  --> STEP: 26 | > loss_disc: 2.9122657775878906 (2.427814969649681) | > loss_disc_real_0: 0.1331465244293213 (0.12132818094239785) | > loss_disc_real_1: 0.1972857117652893 (0.17388083098026422) | > loss_disc_real_2: 0.2779523432254791 (0.22804965594640145) | > loss_disc_real_3: 0.19524754583835602 (0.23107806535867545) | > loss_disc_real_4: 0.28063246607780457 (0.22465215107569328) | > loss_disc_real_5: 0.11669839173555374 (0.2289177182202156) | > loss_0: 2.9122657775878906 (2.427814969649681) | > loss_gen: 1.8581914901733398 (2.249588544552143) | > loss_kl: 1.7683379650115967 (1.9017244027211115) | > loss_feat: 6.0409746170043945 (6.465752803362333) | > loss_mel: 20.530357360839844 (20.23342161912184) | > loss_duration: 2.304281234741211 (2.273439719126775) | > loss_1: 32.50214385986328 (33.12392704303448) --> EVAL PERFORMANCE | > avg_loader_time: 0.002405881881713867 (+0.00031363964080810504) | > avg_loss_disc: 2.427814969649681 (+0.1835623796169572) | > avg_loss_disc_real_0: 0.12132818094239785 (+0.022953856593141184) | > avg_loss_disc_real_1: 0.17388083098026422 (-0.06755791661831048) | > avg_loss_disc_real_2: 0.22804965594640145 (+0.006932217341202945) | > avg_loss_disc_real_3: 0.23107806535867545 (+0.01252080500125885) | > avg_loss_disc_real_4: 0.22465215107569328 (+0.0016109682619571686) | > avg_loss_disc_real_5: 0.2289177182202156 (+0.015839907125784813) | > avg_loss_0: 2.427814969649681 (+0.1835623796169572) | > avg_loss_gen: 2.249588544552143 (-0.3089939906046939) | > avg_loss_kl: 1.9017244027211115 (+0.030938221858097803) | > avg_loss_feat: 6.465752803362333 (-0.8092158482624932) | > avg_loss_mel: 20.23342161912184 (+0.09771647820106466) | > avg_loss_duration: 2.273439719126775 (+0.0018540620803833008) | > avg_loss_1: 33.12392704303448 (-0.9877007557795707) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_120011.pth  > EPOCH: 97/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:12:01)   --> TIME: 2024-06-10 19:12:07 -- STEP: 14/330 -- GLOBAL_STEP: 120025 | > loss_disc: 2.1320128440856934 (2.32614609173366) | > loss_disc_real_0: 0.09943552315235138 (0.11685758775898389) | > loss_disc_real_1: 0.19292739033699036 (0.1943539125578744) | > loss_disc_real_2: 0.20296385884284973 (0.21249782613345555) | > loss_disc_real_3: 0.20173990726470947 (0.22642130936895097) | > loss_disc_real_4: 0.196930393576622 (0.22542832366057805) | > loss_disc_real_5: 0.18251581490039825 (0.21900688963276999) | > loss_0: 2.1320128440856934 (2.32614609173366) | > grad_norm_0: tensor(17.7793, device='cuda:0') (tensor(23.5799, device='cuda:0')) | > loss_gen: 2.7115917205810547 (2.5020241907664706) | > loss_kl: 1.7576491832733154 (1.6285655668803625) | > loss_feat: 7.939882755279541 (6.662960938044956) | > loss_mel: 20.19034767150879 (20.044879504612513) | > loss_duration: 2.1498749256134033 (2.2393190690449303) | > loss_1: 34.74934768676758 (33.07774938855852) | > grad_norm_1: tensor(268.8719, device='cuda:0') (tensor(156.5810, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3283 (0.3373007093157087) | > loader_time: 0.0028 (0.0030179534639631)  --> TIME: 2024-06-10 19:12:16 -- STEP: 39/330 -- GLOBAL_STEP: 120050 | > loss_disc: 2.287588119506836 (2.301217128068973) | > loss_disc_real_0: 0.16405555605888367 (0.11628269805358006) | > loss_disc_real_1: 0.18350806832313538 (0.19742415348688763) | > loss_disc_real_2: 0.22432927787303925 (0.2171855622377151) | > loss_disc_real_3: 0.22869950532913208 (0.2231539560434146) | > loss_disc_real_4: 0.1859421283006668 (0.22065560787152022) | > loss_disc_real_5: 0.18614773452281952 (0.21321276823679605) | > loss_0: 2.287588119506836 (2.301217128068973) | > grad_norm_0: tensor(6.1745, device='cuda:0') (tensor(16.6477, device='cuda:0')) | > loss_gen: 2.534468412399292 (2.5364756767566385) | > loss_kl: 1.6512084007263184 (1.6413173125340388) | > loss_feat: 7.548091888427734 (6.9190437854864655) | > loss_mel: 19.034217834472656 (20.053154627482098) | > loss_duration: 2.091135025024414 (2.1478460568648123) | > loss_1: 32.85912322998047 (33.297837428557564) | > grad_norm_1: tensor(77.3311, device='cuda:0') (tensor(152.7151, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3479 (0.3491647854829446) | > loader_time: 0.0029 (0.0031748001392071065)  --> TIME: 2024-06-10 19:12:25 -- STEP: 64/330 -- GLOBAL_STEP: 120075 | > loss_disc: 2.267258882522583 (2.2777937687933454) | > loss_disc_real_0: 0.10240209847688675 (0.11391885543707758) | > loss_disc_real_1: 0.1644396185874939 (0.19908134383149448) | > loss_disc_real_2: 0.1945914328098297 (0.21489846846088767) | > loss_disc_real_3: 0.21145442128181458 (0.22150516416877508) | > loss_disc_real_4: 0.2033315896987915 (0.21654983633197844) | > loss_disc_real_5: 0.22590850293636322 (0.21240083500742912) | > loss_0: 2.267258882522583 (2.2777937687933454) | > grad_norm_0: tensor(23.3047, device='cuda:0') (tensor(17.7168, device='cuda:0')) | > loss_gen: 2.5459353923797607 (2.5881546102464195) | > loss_kl: 1.8440232276916504 (1.6359842605888844) | > loss_feat: 7.509151458740234 (7.1140932738780975) | > loss_mel: 20.90195083618164 (20.087333738803864) | > loss_duration: 2.0780019760131836 (2.1158605497330436) | > loss_1: 34.87906265258789 (33.54142645001411) | > grad_norm_1: tensor(302.5902, device='cuda:0') (tensor(190.9693, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3535 (0.3518363758921623) | > loader_time: 0.0035 (0.003290582448244095)  --> TIME: 2024-06-10 19:12:34 -- STEP: 89/330 -- GLOBAL_STEP: 120100 | > loss_disc: 2.258391857147217 (2.289905296282822) | > loss_disc_real_0: 0.10226257145404816 (0.11395752396476402) | > loss_disc_real_1: 0.15163175761699677 (0.19968599499611372) | > loss_disc_real_2: 0.2399708330631256 (0.21850158876917336) | > loss_disc_real_3: 0.2053360491991043 (0.22292847948127917) | > loss_disc_real_4: 0.21957510709762573 (0.21815060313498036) | > loss_disc_real_5: 0.21023188531398773 (0.21320780760116792) | > loss_0: 2.258391857147217 (2.289905296282822) | > grad_norm_0: tensor(39.7836, device='cuda:0') (tensor(18.2079, device='cuda:0')) | > loss_gen: 2.5558509826660156 (2.591210225994667) | > loss_kl: 1.6298011541366577 (1.6426175564862369) | > loss_feat: 6.743396282196045 (7.1706940404484785) | > loss_mel: 21.00069808959961 (20.159928461139117) | > loss_duration: 2.095742702484131 (2.1022593600026687) | > loss_1: 34.025489807128906 (33.66670962130086) | > grad_norm_1: tensor(384.4879, device='cuda:0') (tensor(211.1924, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3717 (0.3552909165285946) | > loader_time: 0.0035 (0.00341564349913865)  --> TIME: 2024-06-10 19:12:43 -- STEP: 114/330 -- GLOBAL_STEP: 120125 | > loss_disc: 2.32922625541687 (2.288130467398124) | > loss_disc_real_0: 0.08401472866535187 (0.11364907853043917) | > loss_disc_real_1: 0.24209614098072052 (0.2009749626904203) | > loss_disc_real_2: 0.24365562200546265 (0.21785122509065427) | > loss_disc_real_3: 0.24545729160308838 (0.22159038418740556) | > loss_disc_real_4: 0.23989364504814148 (0.2167325516541799) | > loss_disc_real_5: 0.22325396537780762 (0.2121918366143578) | > loss_0: 2.32922625541687 (2.288130467398124) | > grad_norm_0: tensor(30.8600, device='cuda:0') (tensor(19.0736, device='cuda:0')) | > loss_gen: 2.692091464996338 (2.6005588163409317) | > loss_kl: 1.610314130783081 (1.642006566649989) | > loss_feat: 6.715412616729736 (7.234093360733568) | > loss_mel: 19.823043823242188 (20.157958131087454) | > loss_duration: 2.090839385986328 (2.0981682246191458) | > loss_1: 32.93170166015625 (33.73278512452779) | > grad_norm_1: tensor(220.8385, device='cuda:0') (tensor(221.1080, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3633 (0.35641552272595856) | > loader_time: 0.0035 (0.003507315066822788)  --> TIME: 2024-06-10 19:12:53 -- STEP: 139/330 -- GLOBAL_STEP: 120150 | > loss_disc: 2.308267831802368 (2.2809372737253306) | > loss_disc_real_0: 0.14275352656841278 (0.1147823762818635) | > loss_disc_real_1: 0.16979004442691803 (0.20044516069854765) | > loss_disc_real_2: 0.1788478046655655 (0.21711174543384168) | > loss_disc_real_3: 0.19259081780910492 (0.2216654835845069) | > loss_disc_real_4: 0.18126748502254486 (0.21560005018179365) | > loss_disc_real_5: 0.1728757619857788 (0.21208854619976428) | > loss_0: 2.308267831802368 (2.2809372737253306) | > grad_norm_0: tensor(16.4028, device='cuda:0') (tensor(19.7025, device='cuda:0')) | > loss_gen: 2.3409173488616943 (2.6080642809970773) | > loss_kl: 1.5732342004776 (1.6353325818082411) | > loss_feat: 7.046605587005615 (7.267901104988812) | > loss_mel: 19.272859573364258 (20.169563993275595) | > loss_duration: 2.1620986461639404 (2.0996846432308502) | > loss_1: 32.39571762084961 (33.780546627456346) | > grad_norm_1: tensor(261.4845, device='cuda:0') (tensor(223.6482, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3602 (0.35793539774503647) | > loader_time: 0.004 (0.0036124394094343665)  --> TIME: 2024-06-10 19:13:02 -- STEP: 164/330 -- GLOBAL_STEP: 120175 | > loss_disc: 2.2958409786224365 (2.2741640748047254) | > loss_disc_real_0: 0.10190071165561676 (0.11427639558820463) | > loss_disc_real_1: 0.21336011588573456 (0.20014597430098346) | > loss_disc_real_2: 0.2312014251947403 (0.2172688720066374) | > loss_disc_real_3: 0.21985982358455658 (0.22125003014395878) | > loss_disc_real_4: 0.20679882168769836 (0.21495159715414047) | > loss_disc_real_5: 0.18794941902160645 (0.21104033573008169) | > loss_0: 2.2958409786224365 (2.2741640748047254) | > grad_norm_0: tensor(10.4974, device='cuda:0') (tensor(19.4803, device='cuda:0')) | > loss_gen: 2.4052586555480957 (2.612988921200357) | > loss_kl: 1.41509211063385 (1.6270922037159528) | > loss_feat: 6.828369617462158 (7.3041951278360875) | > loss_mel: 18.466262817382812 (20.173431303442975) | > loss_duration: 2.162498950958252 (2.0998444775255716) | > loss_1: 31.277481079101562 (33.81755211295152) | > grad_norm_1: tensor(78.9137, device='cuda:0') (tensor(213.5656, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3671 (0.3607789161728648) | > loader_time: 0.0047 (0.003706522104216785)  --> TIME: 2024-06-10 19:13:12 -- STEP: 189/330 -- GLOBAL_STEP: 120200 | > loss_disc: 2.2327375411987305 (2.267005452403316) | > loss_disc_real_0: 0.099164679646492 (0.11428590617561467) | > loss_disc_real_1: 0.1706249862909317 (0.2001602037085427) | > loss_disc_real_2: 0.29109758138656616 (0.2163233584354795) | > loss_disc_real_3: 0.23608504235744476 (0.22062460478966828) | > loss_disc_real_4: 0.22472386062145233 (0.2139596682061594) | > loss_disc_real_5: 0.20953211188316345 (0.21006292948331787) | > loss_0: 2.2327375411987305 (2.267005452403316) | > grad_norm_0: tensor(34.6196, device='cuda:0') (tensor(19.7997, device='cuda:0')) | > loss_gen: 2.6605753898620605 (2.615123960706922) | > loss_kl: 1.5803649425506592 (1.623932377371208) | > loss_feat: 7.069354057312012 (7.32293869200207) | > loss_mel: 19.539974212646484 (20.136302736070412) | > loss_duration: 2.1451590061187744 (2.104605428756231) | > loss_1: 32.99542999267578 (33.80290325104247) | > grad_norm_1: tensor(95.6212, device='cuda:0') (tensor(217.9788, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.3784 (0.36343733595792566) | > loader_time: 0.0044 (0.003787787503035611)  --> TIME: 2024-06-10 19:13:22 -- STEP: 214/330 -- GLOBAL_STEP: 120225 | > loss_disc: 2.427501678466797 (2.2653362539327033) | > loss_disc_real_0: 0.15933480858802795 (0.11454261656606866) | > loss_disc_real_1: 0.2701708674430847 (0.2009844344770797) | > loss_disc_real_2: 0.2011117786169052 (0.21626154653658383) | > loss_disc_real_3: 0.24657326936721802 (0.220587587732578) | > loss_disc_real_4: 0.2599983811378479 (0.21403199093085584) | > loss_disc_real_5: 0.2566285729408264 (0.20973942477569404) | > loss_0: 2.427501678466797 (2.2653362539327033) | > grad_norm_0: tensor(65.2234, device='cuda:0') (tensor(19.6552, device='cuda:0')) | > loss_gen: 2.5662484169006348 (2.6150023736686343) | > loss_kl: 1.4626469612121582 (1.6226151100943025) | > loss_feat: 6.719988822937012 (7.334174682046766) | > loss_mel: 19.672395706176758 (20.11631134068854) | > loss_duration: 2.2030632495880127 (2.110122743053971) | > loss_1: 32.62434387207031 (33.79822627629077) | > grad_norm_1: tensor(402.3814, device='cuda:0') (tensor(220.7976, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.4004 (0.36718363071156424) | > loader_time: 0.0051 (0.0039047214472405266)  --> TIME: 2024-06-10 19:13:32 -- STEP: 239/330 -- GLOBAL_STEP: 120250 | > loss_disc: 2.238058090209961 (2.2603713139330495) | > loss_disc_real_0: 0.12486119568347931 (0.11407043936050587) | > loss_disc_real_1: 0.20517051219940186 (0.2007823159380438) | > loss_disc_real_2: 0.2163265198469162 (0.21613008064455572) | > loss_disc_real_3: 0.16980881989002228 (0.22005316602635083) | > loss_disc_real_4: 0.21438613533973694 (0.21329846479403922) | > loss_disc_real_5: 0.21380212903022766 (0.20963751758491647) | > loss_0: 2.238058090209961 (2.2603713139330495) | > grad_norm_0: tensor(6.9562, device='cuda:0') (tensor(19.7809, device='cuda:0')) | > loss_gen: 2.5565688610076904 (2.6214507194742493) | > loss_kl: 1.4482717514038086 (1.6168679118655218) | > loss_feat: 7.321457862854004 (7.3557179143738045) | > loss_mel: 20.285911560058594 (20.07506773561613) | > loss_duration: 2.13774037361145 (2.116475285845322) | > loss_1: 33.74995040893555 (33.78557959361059) | > grad_norm_1: tensor(122.1383, device='cuda:0') (tensor(228.0874, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.408 (0.3713963730065891) | > loader_time: 0.0061 (0.004035357152068963)  --> TIME: 2024-06-10 19:13:43 -- STEP: 264/330 -- GLOBAL_STEP: 120275 | > loss_disc: 2.1634693145751953 (2.254481633504232) | > loss_disc_real_0: 0.1074804961681366 (0.11449434127037723) | > loss_disc_real_1: 0.17229010164737701 (0.20026491356618475) | > loss_disc_real_2: 0.1689445674419403 (0.21549775411911087) | > loss_disc_real_3: 0.21653179824352264 (0.21920162439346313) | > loss_disc_real_4: 0.20211879909038544 (0.21303679449765975) | > loss_disc_real_5: 0.1749308854341507 (0.20859084780694864) | > loss_0: 2.1634693145751953 (2.254481633504232) | > grad_norm_0: tensor(26.9364, device='cuda:0') (tensor(19.9251, device='cuda:0')) | > loss_gen: 2.7355782985687256 (2.626769406325889) | > loss_kl: 1.5770456790924072 (1.6171911440112374) | > loss_feat: 8.340178489685059 (7.394444593877504) | > loss_mel: 20.35194969177246 (20.043301994150333) | > loss_duration: 2.2188169956207275 (2.1223319859215715) | > loss_1: 35.223567962646484 (33.80403909538733) | > grad_norm_1: tensor(420.9160, device='cuda:0') (tensor(229.3793, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.4315 (0.37594986413464393) | > loader_time: 0.0059 (0.004169604995033957)  --> TIME: 2024-06-10 19:13:54 -- STEP: 289/330 -- GLOBAL_STEP: 120300 | > loss_disc: 2.386721611022949 (2.2577270504512588) | > loss_disc_real_0: 0.1541862189769745 (0.1155425294279846) | > loss_disc_real_1: 0.2644844055175781 (0.20103804823849028) | > loss_disc_real_2: 0.2349643111228943 (0.21593540566602798) | > loss_disc_real_3: 0.2352418303489685 (0.21949185111324682) | > loss_disc_real_4: 0.2232602834701538 (0.21293657770618848) | > loss_disc_real_5: 0.198219433426857 (0.20836257171465866) | > loss_0: 2.386721611022949 (2.2577270504512588) | > grad_norm_0: tensor(16.2057, device='cuda:0') (tensor(20.7585, device='cuda:0')) | > loss_gen: 2.782005548477173 (2.6270684865931746) | > loss_kl: 1.4751570224761963 (1.6161938080738159) | > loss_feat: 7.487920761108398 (7.403375290669375) | > loss_mel: 20.14425277709961 (20.004070202784558) | > loss_duration: 2.2621777057647705 (2.130303032257978) | > loss_1: 34.151512145996094 (33.78101080264189) | > grad_norm_1: tensor(144.9770, device='cuda:0') (tensor(239.5298, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.4482 (0.38125672389891724) | > loader_time: 0.006 (0.004327594202695009)  --> TIME: 2024-06-10 19:14:07 -- STEP: 314/330 -- GLOBAL_STEP: 120325 | > loss_disc: 2.356579065322876 (2.2564510828370508) | > loss_disc_real_0: 0.18610458076000214 (0.11603745574926495) | > loss_disc_real_1: 0.23199479281902313 (0.20120592775997842) | > loss_disc_real_2: 0.19926883280277252 (0.21578348010398785) | > loss_disc_real_3: 0.21263770759105682 (0.2190200410735835) | > loss_disc_real_4: 0.20715627074241638 (0.2127341868201639) | > loss_disc_real_5: 0.21607659757137299 (0.20788101828212183) | > loss_0: 2.356579065322876 (2.2564510828370508) | > grad_norm_0: tensor(81.0945, device='cuda:0') (tensor(22.5062, device='cuda:0')) | > loss_gen: 2.513686418533325 (2.6327050514281933) | > loss_kl: 1.6056959629058838 (1.6131144340630552) | > loss_feat: 8.029645919799805 (7.440596398274613) | > loss_mel: 19.613445281982422 (19.951144346006355) | > loss_duration: 2.3010268211364746 (2.1417748692688687) | > loss_1: 34.063499450683594 (33.779335070567534) | > grad_norm_1: tensor(400.8802, device='cuda:0') (tensor(250.5522, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.5277 (0.38982946781595784) | > loader_time: 0.0077 (0.004531691788108485)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.241018772125244 (2.241018772125244) | > loss_disc_real_0: 0.09881322085857391 (0.09881322085857391) | > loss_disc_real_1: 0.18412555754184723 (0.18412555754184723) | > loss_disc_real_2: 0.2778427004814148 (0.2778427004814148) | > loss_disc_real_3: 0.28078898787498474 (0.28078898787498474) | > loss_disc_real_4: 0.23623239994049072 (0.23623239994049072) | > loss_disc_real_5: 0.2501654326915741 (0.2501654326915741) | > loss_0: 2.241018772125244 (2.241018772125244) | > loss_gen: 2.7287747859954834 (2.7287747859954834) | > loss_kl: 1.7278634309768677 (1.7278634309768677) | > loss_feat: 7.256021022796631 (7.256021022796631) | > loss_mel: 16.966602325439453 (16.966602325439453) | > loss_duration: 2.868213653564453 (2.868213653564453) | > loss_1: 31.547475814819336 (31.547475814819336)  --> STEP: 1 | > loss_disc: 2.2406246662139893 (2.2406246662139893) | > loss_disc_real_0: 0.06097479164600372 (0.06097479164600372) | > loss_disc_real_1: 0.19447828829288483 (0.19447828829288483) | > loss_disc_real_2: 0.25874483585357666 (0.25874483585357666) | > loss_disc_real_3: 0.29637613892555237 (0.29637613892555237) | > loss_disc_real_4: 0.23027922213077545 (0.23027922213077545) | > loss_disc_real_5: 0.21046720445156097 (0.21046720445156097) | > loss_0: 2.2406246662139893 (2.2406246662139893) | > loss_gen: 2.4001424312591553 (2.4001424312591553) | > loss_kl: 1.8298321962356567 (1.8298321962356567) | > loss_feat: 5.135669231414795 (5.135669231414795) | > loss_mel: 18.292116165161133 (18.292116165161133) | > loss_duration: 2.295644760131836 (2.295644760131836) | > loss_1: 29.953405380249023 (29.953405380249023)  --> STEP: 2 | > loss_disc: 2.08282470703125 (2.1617246866226196) | > loss_disc_real_0: 0.06561499834060669 (0.0632948949933052) | > loss_disc_real_1: 0.2217891961336136 (0.2081337422132492) | > loss_disc_real_2: 0.3293909728527069 (0.2940679043531418) | > loss_disc_real_3: 0.24247103929519653 (0.26942358911037445) | > loss_disc_real_4: 0.21939773857593536 (0.2248384803533554) | > loss_disc_real_5: 0.2205762416124344 (0.21552172303199768) | > loss_0: 2.08282470703125 (2.1617246866226196) | > loss_gen: 3.073127508163452 (2.7366349697113037) | > loss_kl: 1.8224356174468994 (1.826133906841278) | > loss_feat: 7.115170001983643 (6.125419616699219) | > loss_mel: 19.463134765625 (18.877625465393066) | > loss_duration: 2.4525020122528076 (2.3740733861923218) | > loss_1: 33.92637252807617 (31.939888954162598)  --> STEP: 3 | > loss_disc: 2.402895927429199 (2.242115100224813) | > loss_disc_real_0: 0.05207568407058716 (0.05955515801906586) | > loss_disc_real_1: 0.22416087985038757 (0.21347612142562866) | > loss_disc_real_2: 0.25057047605514526 (0.27956876158714294) | > loss_disc_real_3: 0.2965824007987976 (0.2784765263398488) | > loss_disc_real_4: 0.2666650712490082 (0.238780677318573) | > loss_disc_real_5: 0.29038816690444946 (0.24047720432281494) | > loss_0: 2.402895927429199 (2.242115100224813) | > loss_gen: 2.4816317558288574 (2.651633898417155) | > loss_kl: 1.862326741218567 (1.838198184967041) | > loss_feat: 6.149735927581787 (6.133525053660075) | > loss_mel: 20.780254364013672 (19.5118350982666) | > loss_duration: 2.1997299194335938 (2.3159588972727456) | > loss_1: 33.47367858886719 (32.4511521657308)  --> STEP: 4 | > loss_disc: 1.7598158121109009 (2.121540278196335) | > loss_disc_real_0: 0.038209397345781326 (0.054218717850744724) | > loss_disc_real_1: 0.17640648782253265 (0.20420871302485466) | > loss_disc_real_2: 0.20164421200752258 (0.26008762419223785) | > loss_disc_real_3: 0.24037189781665802 (0.26895036920905113) | > loss_disc_real_4: 0.2287929803133011 (0.23628375306725502) | > loss_disc_real_5: 0.1940978467464447 (0.22888236492872238) | > loss_0: 1.7598158121109009 (2.121540278196335) | > loss_gen: 3.0477135181427 (2.7506538033485413) | > loss_kl: 2.50483775138855 (2.004858076572418) | > loss_feat: 8.812978744506836 (6.803388476371765) | > loss_mel: 21.71555519104004 (20.06276512145996) | > loss_duration: 2.218294620513916 (2.2915428280830383) | > loss_1: 38.299381256103516 (33.913209438323975)  --> STEP: 5 | > loss_disc: 1.9422637224197388 (2.085684967041016) | > loss_disc_real_0: 0.11034305393695831 (0.06544358506798745) | > loss_disc_real_1: 0.19087179005146027 (0.20154132843017578) | > loss_disc_real_2: 0.22783930599689484 (0.25363796055316923) | > loss_disc_real_3: 0.20983238518238068 (0.25712677240371706) | > loss_disc_real_4: 0.17639297246932983 (0.22430559694767) | > loss_disc_real_5: 0.18378794193267822 (0.21986348032951356) | > loss_0: 1.9422637224197388 (2.085684967041016) | > loss_gen: 2.7509255409240723 (2.7507081508636473) | > loss_kl: 1.7825946807861328 (1.9604053974151612) | > loss_feat: 7.300746917724609 (6.902860164642334) | > loss_mel: 21.65802574157715 (20.381817245483397) | > loss_duration: 2.3299560546875 (2.2992254734039306) | > loss_1: 35.82225036621094 (34.295017623901366)  --> STEP: 6 | > loss_disc: 2.109560489654541 (2.0896642208099365) | > loss_disc_real_0: 0.04150756075978279 (0.06145424768328667) | > loss_disc_real_1: 0.14547328650951385 (0.19219665477673212) | > loss_disc_real_2: 0.1809772104024887 (0.24152783552805582) | > loss_disc_real_3: 0.31811729073524475 (0.267291858792305) | > loss_disc_real_4: 0.2906924784183502 (0.23537007719278336) | > loss_disc_real_5: 0.24713383615016937 (0.22440853963295618) | > loss_0: 2.109560489654541 (2.0896642208099365) | > loss_gen: 2.7701117992401123 (2.753942092259725) | > loss_kl: 1.7587412595748901 (1.926794707775116) | > loss_feat: 6.495669364929199 (6.8349950313568115) | > loss_mel: 21.07243537902832 (20.496920267740887) | > loss_duration: 2.105025291442871 (2.266858776410421) | > loss_1: 34.20198440551758 (34.27951208750407)  --> STEP: 7 | > loss_disc: 2.000615119934082 (2.0769429206848145) | > loss_disc_real_0: 0.052687689661979675 (0.06020188225167138) | > loss_disc_real_1: 0.1757691353559494 (0.18984986628804887) | > loss_disc_real_2: 0.23846855759620667 (0.24109079582350595) | > loss_disc_real_3: 0.2373639941215515 (0.2630164495536259) | > loss_disc_real_4: 0.1851503700017929 (0.22819583330835616) | > loss_disc_real_5: 0.2275039255619049 (0.224850737622806) | > loss_0: 2.000615119934082 (2.0769429206848145) | > loss_gen: 2.653061866760254 (2.739530631474086) | > loss_kl: 2.42441463470459 (1.9978832687650407) | > loss_feat: 6.094780921936035 (6.729250158582415) | > loss_mel: 21.613197326660156 (20.656388419015066) | > loss_duration: 2.3526451587677 (2.279113973890032) | > loss_1: 35.138099670410156 (34.40216745649065)  --> STEP: 8 | > loss_disc: 1.7614927291870117 (2.037511646747589) | > loss_disc_real_0: 0.04679160937666893 (0.058525598142296076) | > loss_disc_real_1: 0.09079503268003464 (0.1774680120870471) | > loss_disc_real_2: 0.139049232006073 (0.22833560034632683) | > loss_disc_real_3: 0.10255135595798492 (0.2429583128541708) | > loss_disc_real_4: 0.05858166888356209 (0.2069940627552569) | > loss_disc_real_5: 0.12586438655853271 (0.21247744373977184) | > loss_0: 1.7614927291870117 (2.037511646747589) | > loss_gen: 2.5601212978363037 (2.7171044647693634) | > loss_kl: 2.307681083679199 (2.0366079956293106) | > loss_feat: 12.658504486083984 (7.470406949520111) | > loss_mel: 20.96845054626465 (20.695396184921265) | > loss_duration: 2.1670238971710205 (2.2651027143001556) | > loss_1: 40.66177749633789 (35.18461871147156)  --> STEP: 9 | > loss_disc: 2.3425633907318115 (2.071406284968058) | > loss_disc_real_0: 0.13524144887924194 (0.06704958155751228) | > loss_disc_real_1: 0.17657096683979034 (0.17736834039290747) | > loss_disc_real_2: 0.20782026648521423 (0.22605611880620322) | > loss_disc_real_3: 0.19880147278308868 (0.23805199729071724) | > loss_disc_real_4: 0.1791118085384369 (0.20389603450894356) | > loss_disc_real_5: 0.22731786966323853 (0.21412637995349038) | > loss_0: 2.3425633907318115 (2.071406284968058) | > loss_gen: 2.3431472778320312 (2.675553666220771) | > loss_kl: 2.593268632888794 (2.098459177547031) | > loss_feat: 8.572473526000977 (7.592858791351318) | > loss_mel: 19.209157943725586 (20.53025860256619) | > loss_duration: 2.072636842727661 (2.2437176174587674) | > loss_1: 34.79068374633789 (35.14084815979004)  --> STEP: 10 | > loss_disc: 2.692852020263672 (2.1335508584976197) | > loss_disc_real_0: 0.18623459339141846 (0.0789680827409029) | > loss_disc_real_1: 0.2797485589981079 (0.1876063622534275) | > loss_disc_real_2: 0.32524263858795166 (0.23597477078437806) | > loss_disc_real_3: 0.32026568055152893 (0.2462733656167984) | > loss_disc_real_4: 0.33901602029800415 (0.21740803308784962) | > loss_disc_real_5: 0.27856069803237915 (0.22056981176137924) | > loss_0: 2.692852020263672 (2.1335508584976197) | > loss_gen: 2.484180212020874 (2.656416320800781) | > loss_kl: 1.5828166007995605 (2.046894919872284) | > loss_feat: 5.573147773742676 (7.390887689590454) | > loss_mel: 18.921903610229492 (20.36942310333252) | > loss_duration: 2.2544236183166504 (2.2447882175445555) | > loss_1: 30.816471099853516 (34.70841045379639)  --> STEP: 11 | > loss_disc: 2.4644219875335693 (2.1636300520463423) | > loss_disc_real_0: 0.09210124611854553 (0.08016200668432495) | > loss_disc_real_1: 0.16296371817588806 (0.1853661218827421) | > loss_disc_real_2: 0.3079957365989685 (0.24252213131297717) | > loss_disc_real_3: 0.21665692329406738 (0.2435809617692774) | > loss_disc_real_4: 0.25658556818962097 (0.22096962718801064) | > loss_disc_real_5: 0.25783976912498474 (0.2239579897035252) | > loss_0: 2.4644219875335693 (2.1636300520463423) | > loss_gen: 2.424971342086792 (2.6353758681904185) | > loss_kl: 2.5114290714263916 (2.089125297286294) | > loss_feat: 7.056583881378174 (7.360496434298429) | > loss_mel: 19.48545265197754 (20.28906215320934) | > loss_duration: 2.3819997310638428 (2.2572619915008545) | > loss_1: 33.860435485839844 (34.63132182034579)  --> STEP: 12 | > loss_disc: 2.6641361713409424 (2.2053388953208923) | > loss_disc_real_0: 0.06140527501702309 (0.0785989457120498) | > loss_disc_real_1: 0.1838318258523941 (0.1852382638802131) | > loss_disc_real_2: 0.2915995419025421 (0.24661191552877426) | > loss_disc_real_3: 0.33315417170524597 (0.2510453959306081) | > loss_disc_real_4: 0.24680113792419434 (0.22312225308269262) | > loss_disc_real_5: 0.2822950482368469 (0.22881941124796867) | > loss_0: 2.6641361713409424 (2.2053388953208923) | > loss_gen: 2.181056499481201 (2.5975159207979837) | > loss_kl: 1.693271517753601 (2.0561374823252363) | > loss_feat: 5.603894233703613 (7.214112917582194) | > loss_mel: 19.362354278564453 (20.211836496988933) | > loss_duration: 2.209064483642578 (2.253245532512665) | > loss_1: 31.049640655517578 (34.33284838994344)  --> STEP: 13 | > loss_disc: 1.9273542165756226 (2.1839554584943333) | > loss_disc_real_0: 0.10603074729442596 (0.08070908429530951) | > loss_disc_real_1: 0.24728921055793762 (0.19001141362465346) | > loss_disc_real_2: 0.24401208758354187 (0.2464119287637564) | > loss_disc_real_3: 0.3154936730861664 (0.2560029557118049) | > loss_disc_real_4: 0.1763017773628235 (0.21952067802731806) | > loss_disc_real_5: 0.15925350785255432 (0.22346818790985987) | > loss_0: 1.9273542165756226 (2.1839554584943333) | > loss_gen: 3.307101249694824 (2.6520994076362023) | > loss_kl: 2.1931710243225098 (2.0666785240173344) | > loss_feat: 9.70113754272461 (7.405422504131611) | > loss_mel: 19.562007904052734 (20.161849682147686) | > loss_duration: 2.113368034362793 (2.2424857249626746) | > loss_1: 36.87678527832031 (34.52853584289551)  --> STEP: 14 | > loss_disc: 1.996829628944397 (2.170589327812195) | > loss_disc_real_0: 0.13565340638160706 (0.08463367873004504) | > loss_disc_real_1: 0.10403243452310562 (0.1838700579745429) | > loss_disc_real_2: 0.15720166265964508 (0.240039766899177) | > loss_disc_real_3: 0.1721411943435669 (0.25001282989978796) | > loss_disc_real_4: 0.1622091680765152 (0.21542699874511786) | > loss_disc_real_5: 0.18121907114982605 (0.22045039385557175) | > loss_0: 1.996829628944397 (2.170589327812195) | > loss_gen: 2.469923973083496 (2.6390868765967235) | > loss_kl: 2.138737440109253 (2.0718255894524717) | > loss_feat: 9.501132011413574 (7.555116040366037) | > loss_mel: 21.38297462463379 (20.249072892325266) | > loss_duration: 2.3553788661956787 (2.250549520765032) | > loss_1: 37.84814453125 (34.76565074920654)  --> STEP: 15 | > loss_disc: 2.582547903060913 (2.198053232828776) | > loss_disc_real_0: 0.14088131487369537 (0.08838352113962174) | > loss_disc_real_1: 0.19216808676719666 (0.18442325989405314) | > loss_disc_real_2: 0.2616993486881256 (0.24148373901844025) | > loss_disc_real_3: 0.19282087683677673 (0.24620003302892055) | > loss_disc_real_4: 0.23624072968959808 (0.21681458080808322) | > loss_disc_real_5: 0.24551519751548767 (0.2221213807662328) | > loss_0: 2.582547903060913 (2.198053232828776) | > loss_gen: 2.2668442726135254 (2.6142707029978434) | > loss_kl: 2.1791481971740723 (2.078980429967245) | > loss_feat: 6.915589332580566 (7.512480926513672) | > loss_mel: 16.759605407714844 (20.01644172668457) | > loss_duration: 2.297646999359131 (2.2536893526713055) | > loss_1: 30.418834686279297 (34.47586301167806)  --> STEP: 16 | > loss_disc: 2.041391611099243 (2.1882618814706802) | > loss_disc_real_0: 0.10159845650196075 (0.08920945459976792) | > loss_disc_real_1: 0.1546904742717743 (0.1825649607926607) | > loss_disc_real_2: 0.29109513759613037 (0.24458445142954588) | > loss_disc_real_3: 0.16427478194236755 (0.241079704836011) | > loss_disc_real_4: 0.12515059113502502 (0.21108558145351708) | > loss_disc_real_5: 0.15684223175048828 (0.21804143395274878) | > loss_0: 2.041391611099243 (2.1882618814706802) | > loss_gen: 2.7145397663116455 (2.620537519454956) | > loss_kl: 1.7863035202026367 (2.060688123106957) | > loss_feat: 10.382558822631836 (7.691860795021057) | > loss_mel: 20.269371032714844 (20.032249808311462) | > loss_duration: 2.3298704624176025 (2.258450672030449) | > loss_1: 37.482643127441406 (34.66378676891327)  --> STEP: 17 | > loss_disc: 2.501659393310547 (2.2066970292259667) | > loss_disc_real_0: 0.06614147871732712 (0.08785251484197729) | > loss_disc_real_1: 0.1970236450433731 (0.1834154716309379) | > loss_disc_real_2: 0.3557969629764557 (0.25112636387348175) | > loss_disc_real_3: 0.30108144879341125 (0.2446092191864463) | > loss_disc_real_4: 0.32641109824180603 (0.21786943538223996) | > loss_disc_real_5: 0.2452155351638794 (0.21963991049457998) | > loss_0: 2.501659393310547 (2.2066970292259667) | > loss_gen: 2.5708954334259033 (2.617617396747365) | > loss_kl: 1.8540351390838623 (2.0485320652232453) | > loss_feat: 6.539587497711182 (7.624080012826359) | > loss_mel: 18.921993255615234 (19.96694059932933) | > loss_duration: 2.40059757232666 (2.2668122544008145) | > loss_1: 32.287109375 (34.52398221633013)  --> STEP: 18 | > loss_disc: 1.8894195556640625 (2.1890705029169717) | > loss_disc_real_0: 0.04290328547358513 (0.08535533543262216) | > loss_disc_real_1: 0.10962410271167755 (0.17931595113542345) | > loss_disc_real_2: 0.1869601309299469 (0.24756157315439647) | > loss_disc_real_3: 0.18513602018356323 (0.241305152575175) | > loss_disc_real_4: 0.19275474548339844 (0.21647417483230433) | > loss_disc_real_5: 0.19630369544029236 (0.2183434541026751) | > loss_0: 1.8894195556640625 (2.1890705029169717) | > loss_gen: 2.744619369506836 (2.6246730619006686) | > loss_kl: 1.7116936445236206 (2.0298188196288214) | > loss_feat: 10.583941459655762 (7.7885167598724365) | > loss_mel: 21.444679260253906 (20.04903719160292) | > loss_duration: 2.195547580718994 (2.2628531058629355) | > loss_1: 38.68048095703125 (34.75489881303575)  --> STEP: 19 | > loss_disc: 2.419442892074585 (2.2011953655042147) | > loss_disc_real_0: 0.12743233144283295 (0.08756991417000168) | > loss_disc_real_1: 0.24436838924884796 (0.18273976366770894) | > loss_disc_real_2: 0.3723529577255249 (0.2541295407634032) | > loss_disc_real_3: 0.26314777135849 (0.24245476409008634) | > loss_disc_real_4: 0.2768900990486145 (0.21965396031737328) | > loss_disc_real_5: 0.2827593982219696 (0.22173376695105904) | > loss_0: 2.419442892074585 (2.2011953655042147) | > loss_gen: 2.690793037414551 (2.6281530606119254) | > loss_kl: 1.697385311126709 (2.012322319181342) | > loss_feat: 5.367025852203369 (7.661069869995117) | > loss_mel: 20.37495231628418 (20.06619061921772) | > loss_duration: 2.318751335144043 (2.265795117930362) | > loss_1: 32.448909759521484 (34.63353096811395)  --> STEP: 20 | > loss_disc: 2.0719823837280273 (2.194734716415405) | > loss_disc_real_0: 0.03759273141622543 (0.08507105503231287) | > loss_disc_real_1: 0.11939682811498642 (0.1795726168900728) | > loss_disc_real_2: 0.28098371624946594 (0.25547224953770636) | > loss_disc_real_3: 0.23095275461673737 (0.24187966361641888) | > loss_disc_real_4: 0.20557282865047455 (0.21894990373402834) | > loss_disc_real_5: 0.2702101767063141 (0.2241575874388218) | > loss_0: 2.0719823837280273 (2.194734716415405) | > loss_gen: 2.5946102142333984 (2.626475918292999) | > loss_kl: 1.738715648651123 (1.998641985654831) | > loss_feat: 7.809360980987549 (7.668484425544738) | > loss_mel: 21.44483184814453 (20.13512268066406) | > loss_duration: 2.4234232902526855 (2.2736765265464784) | > loss_1: 36.01094055175781 (34.70240144729614)  --> STEP: 21 | > loss_disc: 2.4197449684143066 (2.205449490320115) | > loss_disc_real_0: 0.14434345066547394 (0.0878935500624634) | > loss_disc_real_1: 0.23660068213939667 (0.18228823904480254) | > loss_disc_real_2: 0.2697327733039856 (0.2561513220980054) | > loss_disc_real_3: 0.3762831389904022 (0.2482798291104181) | > loss_disc_real_4: 0.3342348635196686 (0.22443966372382074) | > loss_disc_real_5: 0.3221814036369324 (0.22882538821016038) | > loss_0: 2.4197449684143066 (2.205449490320115) | > loss_gen: 2.9193806648254395 (2.6404237633659724) | > loss_kl: 1.9258193969726562 (1.9951742433366322) | > loss_feat: 5.790331840515137 (7.579048588162377) | > loss_mel: 17.564905166625977 (20.012731370471773) | > loss_duration: 2.139155626296997 (2.267270769391741) | > loss_1: 30.33959197998047 (34.4946486155192)  --> STEP: 22 | > loss_disc: 2.494769334793091 (2.2186003923416138) | > loss_disc_real_0: 0.05138997361063957 (0.0862342965873805) | > loss_disc_real_1: 0.24230138957500458 (0.18501610952344807) | > loss_disc_real_2: 0.26141294836997986 (0.25639048692854965) | > loss_disc_real_3: 0.1712871789932251 (0.24478016319600024) | > loss_disc_real_4: 0.20425434410572052 (0.22352214919572527) | > loss_disc_real_5: 0.2786249816417694 (0.23108900609341534) | > loss_0: 2.494769334793091 (2.2186003923416138) | > loss_gen: 2.3252968788146973 (2.626099814068187) | > loss_kl: 1.9148473739624023 (1.99152302200144) | > loss_feat: 6.76263952255249 (7.541939085180109) | > loss_mel: 17.992929458618164 (19.920922192660246) | > loss_duration: 2.1329360008239746 (2.2611646435477515) | > loss_1: 31.12864875793457 (34.34164862199263)  --> STEP: 23 | > loss_disc: 2.4478931427001953 (2.228569642357204) | > loss_disc_real_0: 0.06546775251626968 (0.08533140336689742) | > loss_disc_real_1: 0.28357821702957153 (0.18930141854545343) | > loss_disc_real_2: 0.23654606938362122 (0.2555276861657267) | > loss_disc_real_3: 0.20276091992855072 (0.24295323957567633) | > loss_disc_real_4: 0.16889096796512604 (0.22114688044656877) | > loss_disc_real_5: 0.1988365650177002 (0.2296867260466451) | > loss_0: 2.4478931427001953 (2.228569642357204) | > loss_gen: 2.1529130935668945 (2.605526478394218) | > loss_kl: 2.9140875339508057 (2.0316345225209775) | > loss_feat: 5.112274646759033 (7.436301500900932) | > loss_mel: 17.288545608520508 (19.806471036828082) | > loss_duration: 2.2547447681427 (2.2608855185301406) | > loss_1: 29.722564697265625 (34.14081888613494)  --> STEP: 24 | > loss_disc: 2.0022685527801514 (2.219140430291494) | > loss_disc_real_0: 0.07680395990610123 (0.08497609322269757) | > loss_disc_real_1: 0.10674232244491577 (0.18586145620793104) | > loss_disc_real_2: 0.22709998488426208 (0.25434319861233234) | > loss_disc_real_3: 0.1844569742679596 (0.2405158951878548) | > loss_disc_real_4: 0.20718660950660706 (0.22056520249073705) | > loss_disc_real_5: 0.21195057034492493 (0.22894771955907345) | > loss_0: 2.0022685527801514 (2.219140430291494) | > loss_gen: 2.730689764022827 (2.6107416152954097) | > loss_kl: 1.5173166990280151 (2.0102046132087708) | > loss_feat: 10.279422760009766 (7.554764886697133) | > loss_mel: 19.522607803344727 (19.79464340209961) | > loss_duration: 2.3863770961761475 (2.266114334265391) | > loss_1: 36.4364128112793 (34.23646863301595)  --> STEP: 25 | > loss_disc: 2.384202480316162 (2.2257429122924806) | > loss_disc_real_0: 0.0725310742855072 (0.08447829246520996) | > loss_disc_real_1: 0.1676289141178131 (0.18513215452432633) | > loss_disc_real_2: 0.16361580789089203 (0.25071410298347474) | > loss_disc_real_3: 0.20007674396038055 (0.23889832913875583) | > loss_disc_real_4: 0.21138176321983337 (0.2201978649199009) | > loss_disc_real_5: 0.28929877281188965 (0.2313617616891861) | > loss_0: 2.384202480316162 (2.2257429122924806) | > loss_gen: 2.373253107070923 (2.60124207496643) | > loss_kl: 2.168827533721924 (2.016549530029297) | > loss_feat: 8.471782684326172 (7.591445598602295) | > loss_mel: 21.584150314331055 (19.866223678588867) | > loss_duration: 2.33011531829834 (2.268674373626709) | > loss_1: 36.928131103515625 (34.34413513183594)  --> STEP: 26 | > loss_disc: 3.8353111743927 (2.28764938391172) | > loss_disc_real_0: 0.8500472903251648 (0.11392325392136207) | > loss_disc_real_1: 0.17123207449913025 (0.18459753606181878) | > loss_disc_real_2: 0.19149476289749146 (0.24843643605709076) | > loss_disc_real_3: 0.2469625473022461 (0.23920849137581315) | > loss_disc_real_4: 0.41279828548431396 (0.22760557340314755) | > loss_disc_real_5: 0.32376548647880554 (0.23491575110417146) | > loss_0: 3.8353111743927 (2.28764938391172) | > loss_gen: 1.9166258573532104 (2.574910681981306) | > loss_kl: 2.132737874984741 (2.021018312527583) | > loss_feat: 17.5914249420166 (7.976060188733614) | > loss_mel: 21.821714401245117 (19.941434860229492) | > loss_duration: 2.291931629180908 (2.2695688834557166) | > loss_1: 45.754432678222656 (34.782992729773895) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023543284489558297 (-5.1553432758037494e-05) | > avg_loss_disc: 2.28764938391172 (-0.14016558573796134) | > avg_loss_disc_real_0: 0.11392325392136207 (-0.007404927021035776) | > avg_loss_disc_real_1: 0.18459753606181878 (+0.010716705081554562) | > avg_loss_disc_real_2: 0.24843643605709076 (+0.020386780110689312) | > avg_loss_disc_real_3: 0.23920849137581315 (+0.008130426017137704) | > avg_loss_disc_real_4: 0.22760557340314755 (+0.0029534223274542692) | > avg_loss_disc_real_5: 0.23491575110417146 (+0.005998032883955867) | > avg_loss_0: 2.28764938391172 (-0.14016558573796134) | > avg_loss_gen: 2.574910681981306 (+0.32532213742916305) | > avg_loss_kl: 2.021018312527583 (+0.11929390980647159) | > avg_loss_feat: 7.976060188733614 (+1.5103073853712807) | > avg_loss_mel: 19.941434860229492 (-0.2919867588923495) | > avg_loss_duration: 2.2695688834557166 (-0.0038708356710581704) | > avg_loss_1: 34.782992729773895 (+1.6590656867394173)  > EPOCH: 98/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:14:34)   --> TIME: 2024-06-10 19:14:38 -- STEP: 9/330 -- GLOBAL_STEP: 120350 | > loss_disc: 2.2996156215667725 (2.303045670191447) | > loss_disc_real_0: 0.09008584916591644 (0.1169161887632476) | > loss_disc_real_1: 0.1690571904182434 (0.20637307895554435) | > loss_disc_real_2: 0.22705525159835815 (0.21492196950647566) | > loss_disc_real_3: 0.2559847831726074 (0.22838411728541055) | > loss_disc_real_4: 0.26143473386764526 (0.2157212578588062) | > loss_disc_real_5: 0.25850042700767517 (0.22388092014524671) | > loss_0: 2.2996156215667725 (2.303045670191447) | > grad_norm_0: tensor(9.5549, device='cuda:0') (tensor(9.3904, device='cuda:0')) | > loss_gen: 2.6127126216888428 (2.533595323562622) | > loss_kl: 1.2937067747116089 (1.6019919713338215) | > loss_feat: 6.80615758895874 (6.850313716464573) | > loss_mel: 20.425554275512695 (20.22350353664822) | > loss_duration: 2.2172913551330566 (2.2971961233350964) | > loss_1: 33.35542297363281 (33.50660112169054) | > grad_norm_1: tensor(79.7898, device='cuda:0') (tensor(85.8826, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3352 (0.3373897870381673) | > loader_time: 0.0028 (0.0029829608069525827)  --> TIME: 2024-06-10 19:14:47 -- STEP: 34/330 -- GLOBAL_STEP: 120375 | > loss_disc: 2.163635015487671 (2.2423325426438274) | > loss_disc_real_0: 0.1000303253531456 (0.10854079136077095) | > loss_disc_real_1: 0.21215826272964478 (0.20084120727637234) | > loss_disc_real_2: 0.1652710884809494 (0.2115802773657967) | > loss_disc_real_3: 0.20282457768917084 (0.2208249595235376) | > loss_disc_real_4: 0.21351589262485504 (0.21350676873150995) | > loss_disc_real_5: 0.24869726598262787 (0.21729984441224268) | > loss_0: 2.163635015487671 (2.2423325426438274) | > grad_norm_0: tensor(5.7338, device='cuda:0') (tensor(12.5565, device='cuda:0')) | > loss_gen: 2.7997193336486816 (2.617616022334379) | > loss_kl: 1.7237378358840942 (1.5688451528549194) | > loss_feat: 7.75053596496582 (7.26263300110312) | > loss_mel: 20.724376678466797 (20.280974556418027) | > loss_duration: 2.125710964202881 (2.153140643063714) | > loss_1: 35.124080657958984 (33.88320922851562) | > grad_norm_1: tensor(77.6129, device='cuda:0') (tensor(167.1124, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3431 (0.3372935617671293) | > loader_time: 0.0032 (0.003123023930717917)  --> TIME: 2024-06-10 19:14:56 -- STEP: 59/330 -- GLOBAL_STEP: 120400 | > loss_disc: 2.287325382232666 (2.241401013681444) | > loss_disc_real_0: 0.10905665159225464 (0.1098063042608358) | > loss_disc_real_1: 0.2184329330921173 (0.20093619368844112) | > loss_disc_real_2: 0.23623259365558624 (0.21308823409727065) | > loss_disc_real_3: 0.22917389869689941 (0.22029163145412833) | > loss_disc_real_4: 0.223865807056427 (0.21219866785962702) | > loss_disc_real_5: 0.21200190484523773 (0.21205585487818313) | > loss_0: 2.287325382232666 (2.241401013681444) | > grad_norm_0: tensor(11.3599, device='cuda:0') (tensor(12.9656, device='cuda:0')) | > loss_gen: 2.6642749309539795 (2.6104746753886596) | > loss_kl: 1.8258531093597412 (1.5780342049517875) | > loss_feat: 7.245788097381592 (7.302383051080219) | > loss_mel: 19.375333786010742 (20.213310241699215) | > loss_duration: 2.0374972820281982 (2.1174051721217277) | > loss_1: 33.148746490478516 (33.821607298770196) | > grad_norm_1: tensor(230.2570, device='cuda:0') (tensor(180.6692, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3393 (0.3405617940223823) | > loader_time: 0.0032 (0.0032249588077351197)  --> TIME: 2024-06-10 19:15:05 -- STEP: 84/330 -- GLOBAL_STEP: 120425 | > loss_disc: 2.2460992336273193 (2.2499581547010505) | > loss_disc_real_0: 0.0764598548412323 (0.11181363330355712) | > loss_disc_real_1: 0.17576098442077637 (0.19996031746268272) | > loss_disc_real_2: 0.21640357375144958 (0.21304454122270858) | > loss_disc_real_3: 0.23626026511192322 (0.22102440787213193) | > loss_disc_real_4: 0.2430250644683838 (0.2142304011753627) | > loss_disc_real_5: 0.20523212850093842 (0.21221827538240523) | > loss_0: 2.2460992336273193 (2.2499581547010505) | > grad_norm_0: tensor(30.9186, device='cuda:0') (tensor(15.5882, device='cuda:0')) | > loss_gen: 2.59444522857666 (2.605544291791462) | > loss_kl: 1.4913631677627563 (1.5850073837098624) | > loss_feat: 7.2459635734558105 (7.340520620346069) | > loss_mel: 19.7658634185791 (20.24072276978265) | > loss_duration: 2.1453208923339844 (2.101807184162595) | > loss_1: 33.24295425415039 (33.873602322169724) | > grad_norm_1: tensor(316.3429, device='cuda:0') (tensor(206.7350, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3521 (0.34335038491657804) | > loader_time: 0.0041 (0.0033573792094276065)  --> TIME: 2024-06-10 19:15:14 -- STEP: 109/330 -- GLOBAL_STEP: 120450 | > loss_disc: 2.076138496398926 (2.2484229770275435) | > loss_disc_real_0: 0.1610855907201767 (0.1127246681840048) | > loss_disc_real_1: 0.19164681434631348 (0.19959051086815124) | > loss_disc_real_2: 0.18858879804611206 (0.21210451232730795) | > loss_disc_real_3: 0.23416617512702942 (0.2220589756418806) | > loss_disc_real_4: 0.18699370324611664 (0.21604335280733372) | > loss_disc_real_5: 0.21307285130023956 (0.2122929921937645) | > loss_0: 2.076138496398926 (2.2484229770275435) | > grad_norm_0: tensor(25.2103, device='cuda:0') (tensor(16.6710, device='cuda:0')) | > loss_gen: 3.026757001876831 (2.6297693383803065) | > loss_kl: 1.6699796915054321 (1.5892927788813183) | > loss_feat: 8.239029884338379 (7.3670024828079645) | > loss_mel: 20.97868537902832 (20.225279186843725) | > loss_duration: 2.0364890098571777 (2.097633734755562) | > loss_1: 35.9509391784668 (33.908977578539385) | > grad_norm_1: tensor(282.2649, device='cuda:0') (tensor(218.5785, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3857 (0.34634654237589707) | > loader_time: 0.0037 (0.0034704602092777916)  --> TIME: 2024-06-10 19:15:23 -- STEP: 134/330 -- GLOBAL_STEP: 120475 | > loss_disc: 2.201404571533203 (2.25167040860475) | > loss_disc_real_0: 0.12253789603710175 (0.11347438834273993) | > loss_disc_real_1: 0.23092521727085114 (0.2011416398767215) | > loss_disc_real_2: 0.22970330715179443 (0.21366500487523293) | > loss_disc_real_3: 0.2163192480802536 (0.22127224949758445) | > loss_disc_real_4: 0.20374146103858948 (0.21379654153959074) | > loss_disc_real_5: 0.21329891681671143 (0.21242866464960042) | > loss_0: 2.201404571533203 (2.25167040860475) | > grad_norm_0: tensor(6.7466, device='cuda:0') (tensor(17.7697, device='cuda:0')) | > loss_gen: 2.9238433837890625 (2.6335599137775936) | > loss_kl: 1.7206673622131348 (1.5915082888816723) | > loss_feat: 7.984095096588135 (7.364917221354014) | > loss_mel: 20.310344696044922 (20.205519733144268) | > loss_duration: 2.105952262878418 (2.0968839312667296) | > loss_1: 35.04490280151367 (33.89238909821014) | > grad_norm_1: tensor(223.3623, device='cuda:0') (tensor(220.7035, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3663 (0.35108835127816274) | > loader_time: 0.0037 (0.0036266917613015245)  --> TIME: 2024-06-10 19:15:33 -- STEP: 159/330 -- GLOBAL_STEP: 120500 | > loss_disc: 2.2618513107299805 (2.2507661453582957) | > loss_disc_real_0: 0.06823894381523132 (0.1129498245581141) | > loss_disc_real_1: 0.17658324539661407 (0.20073926373847623) | > loss_disc_real_2: 0.1915169209241867 (0.21360233866568637) | > loss_disc_real_3: 0.19820082187652588 (0.22149607061215168) | > loss_disc_real_4: 0.18978290259838104 (0.21504915210435976) | > loss_disc_real_5: 0.18581070005893707 (0.2130114049094278) | > loss_0: 2.2618513107299805 (2.2507661453582957) | > grad_norm_0: tensor(16.8801, device='cuda:0') (tensor(19.4334, device='cuda:0')) | > loss_gen: 2.557072401046753 (2.6382019444831517) | > loss_kl: 1.6131242513656616 (1.5934029540175916) | > loss_feat: 6.96652364730835 (7.36500049387134) | > loss_mel: 19.694284439086914 (20.1625976922377) | > loss_duration: 2.09371018409729 (2.0972667857536003) | > loss_1: 32.92471694946289 (33.8564699400896) | > grad_norm_1: tensor(393.3923, device='cuda:0') (tensor(232.6516, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3731 (0.35496824942294913) | > loader_time: 0.0049 (0.0037717609285558545) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_120500.pth  --> TIME: 2024-06-10 19:15:47 -- STEP: 184/330 -- GLOBAL_STEP: 120525 | > loss_disc: 2.271378993988037 (2.242115415956664) | > loss_disc_real_0: 0.1315261423587799 (0.11242220243034155) | > loss_disc_real_1: 0.17864400148391724 (0.2003508768165889) | > loss_disc_real_2: 0.2513597309589386 (0.21370330695872725) | > loss_disc_real_3: 0.2520097494125366 (0.22063473587774712) | > loss_disc_real_4: 0.22155725955963135 (0.21222475276369115) | > loss_disc_real_5: 0.22543181478977203 (0.2124455389769181) | > loss_0: 2.271378993988037 (2.242115415956664) | > grad_norm_0: tensor(19.0181, device='cuda:0') (tensor(20.3959, device='cuda:0')) | > loss_gen: 2.801654100418091 (2.6523251663083616) | > loss_kl: 1.7948933839797974 (1.5955617725849154) | > loss_feat: 7.304296016693115 (7.4045523016349115) | > loss_mel: 19.685869216918945 (20.13291591146718) | > loss_duration: 2.115215539932251 (2.1015231304842525) | > loss_1: 33.70193099975586 (33.88687831422559) | > grad_norm_1: tensor(327.6915, device='cuda:0') (tensor(233.9581, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3739 (0.3590273960776952) | > loader_time: 0.0044 (0.0039251744747161865)  --> TIME: 2024-06-10 19:15:57 -- STEP: 209/330 -- GLOBAL_STEP: 120550 | > loss_disc: 2.1960229873657227 (2.240011222054513) | > loss_disc_real_0: 0.11880674213171005 (0.1125265294997886) | > loss_disc_real_1: 0.16194604337215424 (0.19989603629522917) | > loss_disc_real_2: 0.22797340154647827 (0.2138399177333385) | > loss_disc_real_3: 0.23870231211185455 (0.22058142750171952) | > loss_disc_real_4: 0.23129487037658691 (0.21298090956713023) | > loss_disc_real_5: 0.22159482538700104 (0.21233079429163318) | > loss_0: 2.1960229873657227 (2.240011222054513) | > grad_norm_0: tensor(19.6409, device='cuda:0') (tensor(21.0760, device='cuda:0')) | > loss_gen: 2.735396146774292 (2.6594780232917743) | > loss_kl: 1.562705397605896 (1.6032426186155477) | > loss_feat: 7.907724857330322 (7.43679420571578) | > loss_mel: 20.11292839050293 (20.11007075332569) | > loss_duration: 2.1623129844665527 (2.1069754339291187) | > loss_1: 34.4810676574707 (33.91656109020473) | > grad_norm_1: tensor(272.0688, device='cuda:0') (tensor(235.8475, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.3877 (0.36293157778288193) | > loader_time: 0.0045 (0.004041465275595633)  --> TIME: 2024-06-10 19:16:07 -- STEP: 234/330 -- GLOBAL_STEP: 120575 | > loss_disc: 2.289064407348633 (2.229705120763207) | > loss_disc_real_0: 0.1490081250667572 (0.1128213577864007) | > loss_disc_real_1: 0.1669994443655014 (0.19988964243322357) | > loss_disc_real_2: 0.24019934237003326 (0.21350692314469918) | > loss_disc_real_3: 0.2262485772371292 (0.21956884771840185) | > loss_disc_real_4: 0.19986355304718018 (0.21273089302146536) | > loss_disc_real_5: 0.21351449191570282 (0.21066591583001307) | > loss_0: 2.289064407348633 (2.229705120763207) | > grad_norm_0: tensor(12.9485, device='cuda:0') (tensor(20.4059, device='cuda:0')) | > loss_gen: 2.894127130508423 (2.6702208050295835) | > loss_kl: 1.6359822750091553 (1.6065858709506502) | > loss_feat: 7.580106735229492 (7.476267209419836) | > loss_mel: 20.089187622070312 (20.087711000034954) | > loss_duration: 2.1726980209350586 (2.113481048335381) | > loss_1: 34.37210464477539 (33.954265969431304) | > grad_norm_1: tensor(171.5612, device='cuda:0') (tensor(230.4730, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.4006 (0.3668171075674204) | > loader_time: 0.005 (0.00415962272220188)  --> TIME: 2024-06-10 19:16:17 -- STEP: 259/330 -- GLOBAL_STEP: 120600 | > loss_disc: 2.204184055328369 (2.2239833421228465) | > loss_disc_real_0: 0.10059918463230133 (0.11303487256111786) | > loss_disc_real_1: 0.1877344250679016 (0.2000699414939954) | > loss_disc_real_2: 0.23655164241790771 (0.21296159767736342) | > loss_disc_real_3: 0.18554292619228363 (0.21919377470338666) | > loss_disc_real_4: 0.21021391451358795 (0.21221598551310167) | > loss_disc_real_5: 0.17355529963970184 (0.2098489694268547) | > loss_0: 2.204184055328369 (2.2239833421228465) | > grad_norm_0: tensor(19.9490, device='cuda:0') (tensor(20.3233, device='cuda:0')) | > loss_gen: 2.9327144622802734 (2.6770343292633996) | > loss_kl: 1.5662070512771606 (1.6092280936517314) | > loss_feat: 8.330670356750488 (7.50249011912401) | > loss_mel: 20.490724563598633 (20.048183308605065) | > loss_duration: 2.220665216445923 (2.119549015313966) | > loss_1: 35.54098129272461 (33.956484908763045) | > grad_norm_1: tensor(286.9864, device='cuda:0') (tensor(235.7754, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.4219 (0.3716838543939775) | > loader_time: 0.0061 (0.00429660749251318)  --> TIME: 2024-06-10 19:16:29 -- STEP: 284/330 -- GLOBAL_STEP: 120625 | > loss_disc: 1.9826271533966064 (2.224713715868937) | > loss_disc_real_0: 0.0859619528055191 (0.11364447456640257) | > loss_disc_real_1: 0.21183504164218903 (0.200186453025106) | > loss_disc_real_2: 0.17560416460037231 (0.2132263263871133) | > loss_disc_real_3: 0.17478838562965393 (0.2189205828791773) | > loss_disc_real_4: 0.16602936387062073 (0.21227117664587333) | > loss_disc_real_5: 0.17400109767913818 (0.2094143767591933) | > loss_0: 1.9826271533966064 (2.224713715868937) | > grad_norm_0: tensor(41.0021, device='cuda:0') (tensor(21.4068, device='cuda:0')) | > loss_gen: 2.9244635105133057 (2.681102615007212) | > loss_kl: 1.6149780750274658 (1.6113011316514354) | > loss_feat: 8.976677894592285 (7.5274869018877055) | > loss_mel: 19.664012908935547 (20.021829537942377) | > loss_duration: 2.217949390411377 (2.1273081550295965) | > loss_1: 35.3980827331543 (33.969028352012096) | > grad_norm_1: tensor(320.3710, device='cuda:0') (tensor(248.5497, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.4416 (0.3780933820026021) | > loader_time: 0.0071 (0.004465474209315342)  --> TIME: 2024-06-10 19:16:41 -- STEP: 309/330 -- GLOBAL_STEP: 120650 | > loss_disc: 2.3853275775909424 (2.229233932340801) | > loss_disc_real_0: 0.18145930767059326 (0.11408112289739658) | > loss_disc_real_1: 0.17439162731170654 (0.2011971749534113) | > loss_disc_real_2: 0.23749490082263947 (0.2137558916915197) | > loss_disc_real_3: 0.22464103996753693 (0.21893622810593702) | > loss_disc_real_4: 0.2216688096523285 (0.21188759466205215) | > loss_disc_real_5: 0.21380425989627838 (0.2093481080528216) | > loss_0: 2.3853275775909424 (2.229233932340801) | > grad_norm_0: tensor(31.2819, device='cuda:0') (tensor(22.2043, device='cuda:0')) | > loss_gen: 2.393552780151367 (2.680133804148455) | > loss_kl: 1.779805302619934 (1.6147121086861327) | > loss_feat: 7.114643573760986 (7.536363947352931) | > loss_mel: 19.05588150024414 (19.989282416680094) | > loss_duration: 2.301826238632202 (2.1375297554874146) | > loss_1: 32.64570999145508 (33.95802202811134) | > grad_norm_1: tensor(518.8273, device='cuda:0') (tensor(258.6883, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.5057 (0.3867650672455822) | > loader_time: 0.0076 (0.004668964923006817)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1567368507385254 (2.1567368507385254) | > loss_disc_real_0: 0.08404038846492767 (0.08404038846492767) | > loss_disc_real_1: 0.09360338002443314 (0.09360338002443314) | > loss_disc_real_2: 0.29271823167800903 (0.29271823167800903) | > loss_disc_real_3: 0.2093937247991562 (0.2093937247991562) | > loss_disc_real_4: 0.15317952632904053 (0.15317952632904053) | > loss_disc_real_5: 0.19098560512065887 (0.19098560512065887) | > loss_0: 2.1567368507385254 (2.1567368507385254) | > loss_gen: 2.517648458480835 (2.517648458480835) | > loss_kl: 1.712746024131775 (1.712746024131775) | > loss_feat: 8.495715141296387 (8.495715141296387) | > loss_mel: 20.807010650634766 (20.807010650634766) | > loss_duration: 2.849402666091919 (2.849402666091919) | > loss_1: 36.38252258300781 (36.38252258300781)  --> STEP: 1 | > loss_disc: 2.5668745040893555 (2.5668745040893555) | > loss_disc_real_0: 0.03896183893084526 (0.03896183893084526) | > loss_disc_real_1: 0.1354794055223465 (0.1354794055223465) | > loss_disc_real_2: 0.3010604679584503 (0.3010604679584503) | > loss_disc_real_3: 0.30988574028015137 (0.30988574028015137) | > loss_disc_real_4: 0.2275097519159317 (0.2275097519159317) | > loss_disc_real_5: 0.412108451128006 (0.412108451128006) | > loss_0: 2.5668745040893555 (2.5668745040893555) | > loss_gen: 2.2300848960876465 (2.2300848960876465) | > loss_kl: 2.1830625534057617 (2.1830625534057617) | > loss_feat: 6.061992168426514 (6.061992168426514) | > loss_mel: 21.487716674804688 (21.487716674804688) | > loss_duration: 2.281545400619507 (2.281545400619507) | > loss_1: 34.24440002441406 (34.24440002441406)  --> STEP: 2 | > loss_disc: 2.1916263103485107 (2.379250407218933) | > loss_disc_real_0: 0.04357990622520447 (0.041270872578024864) | > loss_disc_real_1: 0.11608518660068512 (0.1257822960615158) | > loss_disc_real_2: 0.24617484211921692 (0.2736176550388336) | > loss_disc_real_3: 0.2345823496580124 (0.2722340449690819) | > loss_disc_real_4: 0.2091583013534546 (0.21833402663469315) | > loss_disc_real_5: 0.21112191677093506 (0.3116151839494705) | > loss_0: 2.1916263103485107 (2.379250407218933) | > loss_gen: 2.2444050312042236 (2.237244963645935) | > loss_kl: 1.630258321762085 (1.9066604375839233) | > loss_feat: 6.277235507965088 (6.169613838195801) | > loss_mel: 22.31154441833496 (21.899630546569824) | > loss_duration: 2.417675495147705 (2.349610447883606) | > loss_1: 34.88111877441406 (34.56275939941406)  --> STEP: 3 | > loss_disc: 2.363351345062256 (2.373950719833374) | > loss_disc_real_0: 0.0848810076713562 (0.05580758427580198) | > loss_disc_real_1: 0.13150233030319214 (0.12768897414207458) | > loss_disc_real_2: 0.24101370573043823 (0.26274967193603516) | > loss_disc_real_3: 0.1923965960741043 (0.24562156200408936) | > loss_disc_real_4: 0.18583239614963531 (0.20750014980634054) | > loss_disc_real_5: 0.16905353963375092 (0.26409463584423065) | > loss_0: 2.363351345062256 (2.373950719833374) | > loss_gen: 2.1844069957733154 (2.219632307688395) | > loss_kl: 1.474579095840454 (1.7626333236694336) | > loss_feat: 7.750381946563721 (6.696536540985107) | > loss_mel: 22.097904205322266 (21.965721766153973) | > loss_duration: 2.1394262313842773 (2.2795490423838296) | > loss_1: 35.646697998046875 (34.924072265625)  --> STEP: 4 | > loss_disc: 1.934249758720398 (2.26402547955513) | > loss_disc_real_0: 0.04003467783331871 (0.05186435766518116) | > loss_disc_real_1: 0.08452191203832626 (0.1168972086161375) | > loss_disc_real_2: 0.2905448079109192 (0.26969845592975616) | > loss_disc_real_3: 0.1801595538854599 (0.229256059974432) | > loss_disc_real_4: 0.11342552304267883 (0.1839814931154251) | > loss_disc_real_5: 0.1183864176273346 (0.22766758129000664) | > loss_0: 1.934249758720398 (2.26402547955513) | > loss_gen: 2.454573154449463 (2.278367519378662) | > loss_kl: 2.278505802154541 (1.8916014432907104) | > loss_feat: 10.129724502563477 (7.5548335313797) | > loss_mel: 20.242902755737305 (21.535017013549805) | > loss_duration: 2.2663607597351074 (2.276251971721649) | > loss_1: 37.372066497802734 (35.536070823669434)  --> STEP: 5 | > loss_disc: 1.8849799633026123 (2.1882163763046263) | > loss_disc_real_0: 0.03748305141925812 (0.04898809641599655) | > loss_disc_real_1: 0.10938145220279694 (0.11539405733346939) | > loss_disc_real_2: 0.25197628140449524 (0.266154021024704) | > loss_disc_real_3: 0.20491419732570648 (0.2243876874446869) | > loss_disc_real_4: 0.14589941501617432 (0.17636507749557495) | > loss_disc_real_5: 0.1518818885087967 (0.21251044273376465) | > loss_0: 1.8849799633026123 (2.1882163763046263) | > loss_gen: 2.5312745571136475 (2.3289489269256594) | > loss_kl: 2.2084546089172363 (1.9549720764160157) | > loss_feat: 7.145725250244141 (7.473011875152588) | > loss_mel: 22.639923095703125 (21.75599822998047) | > loss_duration: 2.4157333374023438 (2.304148244857788) | > loss_1: 36.94110870361328 (35.8170783996582)  --> STEP: 6 | > loss_disc: 2.332210063934326 (2.21221532424291) | > loss_disc_real_0: 0.08466292172670364 (0.05493390063444773) | > loss_disc_real_1: 0.15372033417224884 (0.12178177013993263) | > loss_disc_real_2: 0.2850973308086395 (0.26931123932202655) | > loss_disc_real_3: 0.26180946826934814 (0.23062465091546377) | > loss_disc_real_4: 0.18053346872329712 (0.17705980936686197) | > loss_disc_real_5: 0.2821894586086273 (0.22412361204624176) | > loss_0: 2.332210063934326 (2.21221532424291) | > loss_gen: 2.3553667068481445 (2.3333518902460733) | > loss_kl: 1.3941513299942017 (1.86150195201238) | > loss_feat: 6.770642280578613 (7.355950276056926) | > loss_mel: 21.475414276123047 (21.7092342376709) | > loss_duration: 2.14914608001709 (2.278314550717672) | > loss_1: 34.14472198486328 (35.53835233052572)  --> STEP: 7 | > loss_disc: 2.5221962928771973 (2.256498319762094) | > loss_disc_real_0: 0.07754120230674744 (0.05816351515906198) | > loss_disc_real_1: 0.23463208973407745 (0.1379032443676676) | > loss_disc_real_2: 0.28919878602027893 (0.2721523174217769) | > loss_disc_real_3: 0.2769985795021057 (0.2372494978564126) | > loss_disc_real_4: 0.2729323208332062 (0.19075588243348257) | > loss_disc_real_5: 0.30315348505973816 (0.23541359390531266) | > loss_0: 2.5221962928771973 (2.256498319762094) | > loss_gen: 2.2702102661132812 (2.324331658227103) | > loss_kl: 2.8043973445892334 (1.9962012938090734) | > loss_feat: 4.258386135101318 (6.913441113063267) | > loss_mel: 18.7786808013916 (21.290583746773855) | > loss_duration: 2.397127628326416 (2.295287847518921) | > loss_1: 30.50880241394043 (34.81984519958496)  --> STEP: 8 | > loss_disc: 1.9908537864685059 (2.223292753100395) | > loss_disc_real_0: 0.07141609489917755 (0.059820087626576424) | > loss_disc_real_1: 0.08754053711891174 (0.13160790596157312) | > loss_disc_real_2: 0.2640359401702881 (0.2711377702653408) | > loss_disc_real_3: 0.1207742989063263 (0.22269009798765182) | > loss_disc_real_4: 0.13546207547187805 (0.183844156563282) | > loss_disc_real_5: 0.1890690177679062 (0.22962052188813686) | > loss_0: 1.9908537864685059 (2.223292753100395) | > loss_gen: 2.5054924488067627 (2.3469767570495605) | > loss_kl: 2.2123780250549316 (2.0232233852148056) | > loss_feat: 11.942220687866211 (7.542038559913635) | > loss_mel: 23.43556785583496 (21.558706760406494) | > loss_duration: 2.167012929916382 (2.2792534828186035) | > loss_1: 42.26266860961914 (35.75019812583923)  --> STEP: 9 | > loss_disc: 2.3158466815948486 (2.233576522933112) | > loss_disc_real_0: 0.1279035210609436 (0.06738491356372833) | > loss_disc_real_1: 0.10184721648693085 (0.12830116268661287) | > loss_disc_real_2: 0.3578753173351288 (0.2807752754953172) | > loss_disc_real_3: 0.2001606971025467 (0.22018683122264016) | > loss_disc_real_4: 0.08848180621862411 (0.17324833985832003) | > loss_disc_real_5: 0.18073001503944397 (0.22418824334939322) | > loss_0: 2.3158466815948486 (2.233576522933112) | > loss_gen: 2.545637607574463 (2.3690501848856607) | > loss_kl: 1.9121824502944946 (2.0108855035569935) | > loss_feat: 9.388837814331055 (7.747238477071126) | > loss_mel: 21.268028259277344 (21.526409149169922) | > loss_duration: 2.1447529792785645 (2.264308982425266) | > loss_1: 37.25944137573242 (35.91789182027181)  --> STEP: 10 | > loss_disc: 2.3650074005126953 (2.2467196106910707) | > loss_disc_real_0: 0.11807935684919357 (0.07245435789227486) | > loss_disc_real_1: 0.2006949633359909 (0.13554054275155067) | > loss_disc_real_2: 0.35831329226493835 (0.2885290771722794) | > loss_disc_real_3: 0.2642447054386139 (0.22459261864423752) | > loss_disc_real_4: 0.20484322309494019 (0.17640782818198203) | > loss_disc_real_5: 0.20329521596431732 (0.22209894061088561) | > loss_0: 2.3650074005126953 (2.2467196106910707) | > loss_gen: 2.4844441413879395 (2.3805895805358888) | > loss_kl: 1.8366776704788208 (1.993464720249176) | > loss_feat: 5.544739246368408 (7.526988554000854) | > loss_mel: 18.839914321899414 (21.257759666442873) | > loss_duration: 2.2184131145477295 (2.259719395637512) | > loss_1: 30.92418670654297 (35.418521308898924)  --> STEP: 11 | > loss_disc: 2.577671527862549 (2.2768061486157505) | > loss_disc_real_0: 0.06466343998908997 (0.07174609262834895) | > loss_disc_real_1: 0.13495893776416779 (0.13548766957087952) | > loss_disc_real_2: 0.3310747444629669 (0.2923968651077964) | > loss_disc_real_3: 0.29112428426742554 (0.23064095188270917) | > loss_disc_real_4: 0.21824690699577332 (0.1802113808014176) | > loss_disc_real_5: 0.28291693329811096 (0.227627849036997) | > loss_0: 2.577671527862549 (2.2768061486157505) | > loss_gen: 2.109294891357422 (2.35592642697421) | > loss_kl: 2.328590154647827 (2.0239306688308716) | > loss_feat: 5.092863082885742 (7.305704420263117) | > loss_mel: 19.36208724975586 (21.085425810380414) | > loss_duration: 2.425750970840454 (2.274813175201416) | > loss_1: 31.318586349487305 (35.045799948952414)  --> STEP: 12 | > loss_disc: 2.154264450073242 (2.266594340403875) | > loss_disc_real_0: 0.06160377711057663 (0.07090089966853459) | > loss_disc_real_1: 0.1239321306347847 (0.1345247079928716) | > loss_disc_real_2: 0.3288053870201111 (0.2954309086004893) | > loss_disc_real_3: 0.22524143755435944 (0.23019099235534668) | > loss_disc_real_4: 0.1671072095632553 (0.17911936653157076) | > loss_disc_real_5: 0.19126132130622864 (0.22459730505943298) | > loss_0: 2.154264450073242 (2.266594340403875) | > loss_gen: 2.557448148727417 (2.3727199037869773) | > loss_kl: 1.7141846418380737 (1.9981184999148052) | > loss_feat: 6.738963603973389 (7.25847601890564) | > loss_mel: 21.088191986083984 (21.08565632502238) | > loss_duration: 2.2249817848205566 (2.2706605593363443) | > loss_1: 34.32377243041992 (34.98563098907471)  --> STEP: 13 | > loss_disc: 1.9801785945892334 (2.2445623599565945) | > loss_disc_real_0: 0.07413726300001144 (0.07114985069403282) | > loss_disc_real_1: 0.170251727104187 (0.13727294023220354) | > loss_disc_real_2: 0.27079570293426514 (0.2935358927800105) | > loss_disc_real_3: 0.18621522188186646 (0.22680824078046358) | > loss_disc_real_4: 0.17316335439682007 (0.17866121175197455) | > loss_disc_real_5: 0.1938323974609375 (0.22223077370570257) | > loss_0: 1.9801785945892334 (2.2445623599565945) | > loss_gen: 2.6177361011505127 (2.3915673035841722) | > loss_kl: 1.9513341188430786 (1.9945197013708262) | > loss_feat: 7.070630073547363 (7.244026330801157) | > loss_mel: 18.70990562438965 (20.902906271127556) | > loss_duration: 2.1087822914123535 (2.258208384880653) | > loss_1: 32.45838928222656 (34.79122778085562)  --> STEP: 14 | > loss_disc: 2.060661792755127 (2.2314266051564897) | > loss_disc_real_0: 0.05591857060790062 (0.07006190211645194) | > loss_disc_real_1: 0.08869702368974686 (0.13380323190774235) | > loss_disc_real_2: 0.38821202516555786 (0.3002984736646925) | > loss_disc_real_3: 0.10913432389497757 (0.21840296100292886) | > loss_disc_real_4: 0.10383471846580505 (0.17331646223153388) | > loss_disc_real_5: 0.15119777619838715 (0.21715698816946574) | > loss_0: 2.060661792755127 (2.2314266051564897) | > loss_gen: 2.4341557025909424 (2.3946093320846558) | > loss_kl: 2.518285036087036 (2.0319315109934126) | > loss_feat: 9.920045852661133 (7.435170582362583) | > loss_mel: 23.30517578125 (21.074496950422013) | > loss_duration: 2.3591976165771484 (2.2654219014304027) | > loss_1: 40.53685760498047 (35.20162991115025)  --> STEP: 15 | > loss_disc: 2.2134792804718018 (2.230230116844177) | > loss_disc_real_0: 0.11062151193618774 (0.07276587610443433) | > loss_disc_real_1: 0.17479459941387177 (0.13653598974148431) | > loss_disc_real_2: 0.2207605093717575 (0.29499594271183016) | > loss_disc_real_3: 0.23152096569538116 (0.21927749464909235) | > loss_disc_real_4: 0.18351608514785767 (0.1739964370926221) | > loss_disc_real_5: 0.20575810968875885 (0.21639706293741862) | > loss_0: 2.2134792804718018 (2.230230116844177) | > loss_gen: 2.3195481300354004 (2.389605251948039) | > loss_kl: 2.6256086826324463 (2.0715099891026814) | > loss_feat: 6.524774551391602 (7.374477513631185) | > loss_mel: 20.305988311767578 (21.023263041178385) | > loss_duration: 2.2815868854522705 (2.26649956703186) | > loss_1: 34.0575065612793 (35.12535502115885)  --> STEP: 16 | > loss_disc: 2.5111398696899414 (2.2477869763970375) | > loss_disc_real_0: 0.16077136993408203 (0.07826621946878731) | > loss_disc_real_1: 0.16142073273658752 (0.13809128617867827) | > loss_disc_real_2: 0.3522668182849884 (0.29857537243515253) | > loss_disc_real_3: 0.2987595200538635 (0.22424512123689055) | > loss_disc_real_4: 0.2874967157840729 (0.1810902045108378) | > loss_disc_real_5: 0.33940187096595764 (0.2240848634392023) | > loss_0: 2.5111398696899414 (2.2477869763970375) | > loss_gen: 2.863391399383545 (2.419216886162758) | > loss_kl: 2.041200637817383 (2.0696156546473503) | > loss_feat: 8.343154907226562 (7.435019850730896) | > loss_mel: 20.92391586303711 (21.017053842544556) | > loss_duration: 2.3617401123046875 (2.272452101111412) | > loss_1: 36.53340148925781 (35.21335792541504)  --> STEP: 17 | > loss_disc: 2.3784899711608887 (2.2554753878537346) | > loss_disc_real_0: 0.09956203401088715 (0.07951891444185201) | > loss_disc_real_1: 0.2117498815059662 (0.14242414472734227) | > loss_disc_real_2: 0.3052941858768463 (0.29897059675525217) | > loss_disc_real_3: 0.30121663212776184 (0.2287728571716477) | > loss_disc_real_4: 0.2337707281112671 (0.1841890588402748) | > loss_disc_real_5: 0.2714420258998871 (0.2268705788780661) | > loss_0: 2.3784899711608887 (2.2554753878537346) | > loss_gen: 2.6808059215545654 (2.434604476479923) | > loss_kl: 1.9123059511184692 (2.0603621426750633) | > loss_feat: 6.18363618850708 (7.361409047070672) | > loss_mel: 18.555788040161133 (20.872273501227884) | > loss_duration: 2.3623929023742676 (2.2777427364798153) | > loss_1: 31.694927215576172 (35.006391413071576)  --> STEP: 18 | > loss_disc: 1.8845484256744385 (2.234868334399329) | > loss_disc_real_0: 0.05252937972545624 (0.07801949584649669) | > loss_disc_real_1: 0.161311075091362 (0.14347341863645446) | > loss_disc_real_2: 0.23635274171829224 (0.2954918270309766) | > loss_disc_real_3: 0.17821656167507172 (0.22596417408850458) | > loss_disc_real_4: 0.14413656294345856 (0.18196392017934057) | > loss_disc_real_5: 0.1584213227033615 (0.22306784242391586) | > loss_0: 1.8845484256744385 (2.234868334399329) | > loss_gen: 2.7404394149780273 (2.4515953063964844) | > loss_kl: 2.1638176441192627 (2.0661096705330744) | > loss_feat: 7.598687171936035 (7.374591165118748) | > loss_mel: 20.07209014892578 (20.827818870544434) | > loss_duration: 2.226165771484375 (2.274877349535624) | > loss_1: 34.80120086669922 (34.99499193827311)  --> STEP: 19 | > loss_disc: 2.51090145111084 (2.2493963931736194) | > loss_disc_real_0: 0.11339420080184937 (0.0798813224230942) | > loss_disc_real_1: 0.19818228483200073 (0.1463528326467464) | > loss_disc_real_2: 0.3715329170227051 (0.2994939896621202) | > loss_disc_real_3: 0.23298965394496918 (0.22633393618621325) | > loss_disc_real_4: 0.22930561006069183 (0.18445558806783274) | > loss_disc_real_5: 0.24569059908390045 (0.22425851382707296) | > loss_0: 2.51090145111084 (2.2493963931736194) | > loss_gen: 2.1959290504455566 (2.438139187662225) | > loss_kl: 1.4128468036651611 (2.0317274143821313) | > loss_feat: 4.649982452392578 (7.231190706554212) | > loss_mel: 18.32762336730957 (20.696229633532074) | > loss_duration: 2.2872698307037354 (2.2755295853865776) | > loss_1: 28.8736515045166 (34.67281612597014)  --> STEP: 20 | > loss_disc: 2.1048824787139893 (2.242170697450638) | > loss_disc_real_0: 0.07846708595752716 (0.07981061059981584) | > loss_disc_real_1: 0.09663614630699158 (0.14386699832975863) | > loss_disc_real_2: 0.28336217999458313 (0.2986873991787434) | > loss_disc_real_3: 0.20727649331092834 (0.225381064042449) | > loss_disc_real_4: 0.23534740507602692 (0.18700017891824244) | > loss_disc_real_5: 0.1668849140405655 (0.22138983383774757) | > loss_0: 2.1048824787139893 (2.242170697450638) | > loss_gen: 2.5800788402557373 (2.4452361702919005) | > loss_kl: 1.5810095071792603 (2.009191519021988) | > loss_feat: 7.472801208496094 (7.243271231651306) | > loss_mel: 20.90031623840332 (20.706433963775634) | > loss_duration: 2.3318862915039062 (2.2783474206924437) | > loss_1: 34.866092681884766 (34.68247995376587)  --> STEP: 21 | > loss_disc: 1.873399019241333 (2.224610141345433) | > loss_disc_real_0: 0.02479826658964157 (0.07719097517075993) | > loss_disc_real_1: 0.1289442628622055 (0.1431563918789228) | > loss_disc_real_2: 0.1719672679901123 (0.29265310721737997) | > loss_disc_real_3: 0.1532754898071289 (0.2219474652693385) | > loss_disc_real_4: 0.09946654736995697 (0.1828319107492765) | > loss_disc_real_5: 0.15112008154392242 (0.21804365515708923) | > loss_0: 1.873399019241333 (2.224610141345433) | > loss_gen: 2.324164628982544 (2.439470858800979) | > loss_kl: 2.3520007133483887 (2.025515766370864) | > loss_feat: 7.069057464599609 (7.234975337982178) | > loss_mel: 18.998525619506836 (20.62510499500093) | > loss_duration: 2.150428533554077 (2.2722560451144265) | > loss_1: 32.8941764831543 (34.59732264564151)  --> STEP: 22 | > loss_disc: 2.1309561729431152 (2.220353142781691) | > loss_disc_real_0: 0.0927143394947052 (0.07789658264003017) | > loss_disc_real_1: 0.10561691224575043 (0.14145005189559676) | > loss_disc_real_2: 0.24342885613441467 (0.2904156412590634) | > loss_disc_real_3: 0.251792311668396 (0.2233040491965684) | > loss_disc_real_4: 0.15447936952114105 (0.1815431588752703) | > loss_disc_real_5: 0.173753559589386 (0.2160304689949209) | > loss_0: 2.1309561729431152 (2.220353142781691) | > loss_gen: 2.4460384845733643 (2.4397693872451782) | > loss_kl: 1.7747125625610352 (2.0141156207431448) | > loss_feat: 8.974142074584961 (7.314028371464122) | > loss_mel: 20.110851287841797 (20.6017298264937) | > loss_duration: 2.12565279006958 (2.265592260794206) | > loss_1: 35.431396484375 (34.635235092856675)  --> STEP: 23 | > loss_disc: 2.4688801765441895 (2.2311586659887563) | > loss_disc_real_0: 0.09018219262361526 (0.07843073959583823) | > loss_disc_real_1: 0.15132954716682434 (0.14187959516825882) | > loss_disc_real_2: 0.3020345866680145 (0.290920812798583) | > loss_disc_real_3: 0.26844584941864014 (0.22526673616274542) | > loss_disc_real_4: 0.26132732629776 (0.1850120357197264) | > loss_disc_real_5: 0.26619669795036316 (0.21821160938428796) | > loss_0: 2.4688801765441895 (2.2311586659887563) | > loss_gen: 2.2351162433624268 (2.4308714244676675) | > loss_kl: 2.5248076915740967 (2.0363196238227514) | > loss_feat: 5.546958923339844 (7.2371992650239365) | > loss_mel: 19.153400421142578 (20.53875898278278) | > loss_duration: 2.260557174682617 (2.2653733440067456) | > loss_1: 31.720840454101562 (34.50852228247602)  --> STEP: 24 | > loss_disc: 2.2328176498413086 (2.231227790315946) | > loss_disc_real_0: 0.10185114294290543 (0.07940658973529936) | > loss_disc_real_1: 0.15346017479896545 (0.14236211931953827) | > loss_disc_real_2: 0.27687352895736694 (0.29033550930519897) | > loss_disc_real_3: 0.24830874800682068 (0.2262268199895819) | > loss_disc_real_4: 0.20085817575454712 (0.1856722915545106) | > loss_disc_real_5: 0.18988896906375885 (0.21703149937093258) | > loss_0: 2.2328176498413086 (2.231227790315946) | > loss_gen: 2.3521957397460938 (2.427593270937602) | > loss_kl: 1.7328487634658813 (2.0236750046412153) | > loss_feat: 5.194997787475586 (7.152107536792755) | > loss_mel: 18.482114791870117 (20.453065474828087) | > loss_duration: 2.3886609077453613 (2.270510325829188) | > loss_1: 30.15081787109375 (34.32695126533509)  --> STEP: 25 | > loss_disc: 2.490929365158081 (2.2416158533096313) | > loss_disc_real_0: 0.11242605000734329 (0.08072736814618113) | > loss_disc_real_1: 0.14085742831230164 (0.14230193167924882) | > loss_disc_real_2: 0.289038747549057 (0.2902836388349533) | > loss_disc_real_3: 0.22967004776000977 (0.22636454910039902) | > loss_disc_real_4: 0.20935583114624023 (0.18661963313817978) | > loss_disc_real_5: 0.2294599562883377 (0.21752863764762878) | > loss_0: 2.490929365158081 (2.2416158533096313) | > loss_gen: 2.082169532775879 (2.413776321411133) | > loss_kl: 2.1942853927612305 (2.030499420166016) | > loss_feat: 6.1392951011657715 (7.111595039367676) | > loss_mel: 17.8413143157959 (20.348595428466798) | > loss_duration: 2.3332629203796387 (2.273020429611206) | > loss_1: 30.590328216552734 (34.1774863433838)  --> STEP: 26 | > loss_disc: 2.3823935985565186 (2.2470303819729733) | > loss_disc_real_0: 0.02322680689394474 (0.07851580809801818) | > loss_disc_real_1: 0.15565131604671478 (0.14281536953953597) | > loss_disc_real_2: 0.21407116949558258 (0.28735239001420826) | > loss_disc_real_3: 0.22198520600795746 (0.22619611282761282) | > loss_disc_real_4: 0.1806577891111374 (0.186390331444832) | > loss_disc_real_5: 0.1544262170791626 (0.21510162147191855) | > loss_0: 2.3823935985565186 (2.2470303819729733) | > loss_gen: 1.8769075870513916 (2.3931275239357586) | > loss_kl: 1.6612285375595093 (2.0162966939119196) | > loss_feat: 8.793545722961426 (7.176285450275127) | > loss_mel: 22.1629638671875 (20.418378829956055) | > loss_duration: 2.263247489929199 (2.2726445473157444) | > loss_1: 36.75789260864258 (34.276732738201446) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022933758222139803 (-6.095262674184936e-05) | > avg_loss_disc: 2.2470303819729733 (-0.04061900193874646) | > avg_loss_disc_real_0: 0.07851580809801818 (-0.03540744582334389) | > avg_loss_disc_real_1: 0.14281536953953597 (-0.04178216652228281) | > avg_loss_disc_real_2: 0.28735239001420826 (+0.0389159539571175) | > avg_loss_disc_real_3: 0.22619611282761282 (-0.013012378548200337) | > avg_loss_disc_real_4: 0.186390331444832 (-0.04121524195831555) | > avg_loss_disc_real_5: 0.21510162147191855 (-0.019814129632252903) | > avg_loss_0: 2.2470303819729733 (-0.04061900193874646) | > avg_loss_gen: 2.3931275239357586 (-0.18178315804554757) | > avg_loss_kl: 2.0162966939119196 (-0.004721618615663559) | > avg_loss_feat: 7.176285450275127 (-0.7997747384584866) | > avg_loss_mel: 20.418378829956055 (+0.4769439697265625) | > avg_loss_duration: 2.2726445473157444 (+0.0030756638600277775) | > avg_loss_1: 34.276732738201446 (-0.506259991572449)  > EPOCH: 99/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:17:12)   --> TIME: 2024-06-10 19:17:14 -- STEP: 4/330 -- GLOBAL_STEP: 120675 | > loss_disc: 2.135176181793213 (2.2307348251342773) | > loss_disc_real_0: 0.08090241253376007 (0.1272818110883236) | > loss_disc_real_1: 0.21323244273662567 (0.20052753388881683) | > loss_disc_real_2: 0.17447823286056519 (0.21784159168601036) | > loss_disc_real_3: 0.26149287819862366 (0.25119393691420555) | > loss_disc_real_4: 0.2058780938386917 (0.20414486899971962) | > loss_disc_real_5: 0.1893850415945053 (0.20386648178100586) | > loss_0: 2.135176181793213 (2.2307348251342773) | > grad_norm_0: tensor(15.0314, device='cuda:0') (tensor(17.9546, device='cuda:0')) | > loss_gen: 2.576855421066284 (2.6852898597717285) | > loss_kl: 1.9794981479644775 (1.6799912750720978) | > loss_feat: 7.035101413726807 (6.844982981681824) | > loss_mel: 20.752384185791016 (20.731648921966553) | > loss_duration: 2.36509370803833 (2.349915385246277) | > loss_1: 34.70893096923828 (34.29182815551758) | > grad_norm_1: tensor(111.0767, device='cuda:0') (tensor(131.2229, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.337 (0.3380833864212036) | > loader_time: 0.0034 (0.0031948089599609375)  --> TIME: 2024-06-10 19:17:23 -- STEP: 29/330 -- GLOBAL_STEP: 120700 | > loss_disc: 2.196744918823242 (2.2496311993434506) | > loss_disc_real_0: 0.11287315934896469 (0.12143809990636234) | > loss_disc_real_1: 0.19179460406303406 (0.20194743779198876) | > loss_disc_real_2: 0.2631447911262512 (0.21637307878198295) | > loss_disc_real_3: 0.2132139801979065 (0.22349163632968377) | > loss_disc_real_4: 0.20968803763389587 (0.21190117248173418) | > loss_disc_real_5: 0.21814566850662231 (0.20793671905994415) | > loss_0: 2.196744918823242 (2.2496311993434506) | > grad_norm_0: tensor(13.0560, device='cuda:0') (tensor(9.9602, device='cuda:0')) | > loss_gen: 2.5045251846313477 (2.6128009516617348) | > loss_kl: 1.6715295314788818 (1.6297280212928509) | > loss_feat: 7.2486042976379395 (7.042765321402714) | > loss_mel: 20.82316780090332 (20.137316144745924) | > loss_duration: 2.0970065593719482 (2.167191197132242) | > loss_1: 34.34483337402344 (33.589801393706225) | > grad_norm_1: tensor(100.7521, device='cuda:0') (tensor(96.7871, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.3532 (0.3433478782916891) | > loader_time: 0.0037 (0.0032312212319209658)  --> TIME: 2024-06-10 19:17:32 -- STEP: 54/330 -- GLOBAL_STEP: 120725 | > loss_disc: 2.3112242221832275 (2.229729334513346) | > loss_disc_real_0: 0.11556367576122284 (0.11851820335895927) | > loss_disc_real_1: 0.20737850666046143 (0.20045122062718426) | > loss_disc_real_2: 0.22200076282024384 (0.2140354905967359) | > loss_disc_real_3: 0.27195778489112854 (0.2190432024222833) | > loss_disc_real_4: 0.2705475091934204 (0.2084758734261548) | > loss_disc_real_5: 0.23808696866035461 (0.20611470606591964) | > loss_0: 2.3112242221832275 (2.229729334513346) | > grad_norm_0: tensor(5.3845, device='cuda:0') (tensor(10.3713, device='cuda:0')) | > loss_gen: 2.701371192932129 (2.642297912527014) | > loss_kl: 1.6568200588226318 (1.6105566996115226) | > loss_feat: 7.217236042022705 (7.240344206492106) | > loss_mel: 20.94940757751465 (20.269692173710578) | > loss_duration: 2.0611162185668945 (2.1252876343550504) | > loss_1: 34.5859489440918 (33.888178366201906) | > grad_norm_1: tensor(97.0460, device='cuda:0') (tensor(109.1707, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.3331 (0.344190447418778) | > loader_time: 0.0033 (0.003328190909491645)  --> TIME: 2024-06-10 19:17:41 -- STEP: 79/330 -- GLOBAL_STEP: 120750 | > loss_disc: 2.091177225112915 (2.2272617122795006) | > loss_disc_real_0: 0.11303871870040894 (0.11693012544625922) | > loss_disc_real_1: 0.15337678790092468 (0.20105703552312498) | > loss_disc_real_2: 0.16472987830638885 (0.21102920495256597) | > loss_disc_real_3: 0.21932341158390045 (0.2163467827854277) | > loss_disc_real_4: 0.20038104057312012 (0.2100725064549265) | > loss_disc_real_5: 0.18050174415111542 (0.20567205567148666) | > loss_0: 2.091177225112915 (2.2272617122795006) | > grad_norm_0: tensor(11.9708, device='cuda:0') (tensor(10.4468, device='cuda:0')) | > loss_gen: 2.881838321685791 (2.6539987582194664) | > loss_kl: 1.4916069507598877 (1.6251246325577362) | > loss_feat: 7.8164143562316895 (7.375016333181647) | > loss_mel: 20.54085922241211 (20.31917934176288) | > loss_duration: 2.01951265335083 (2.1063601729236066) | > loss_1: 34.7502326965332 (34.07967888554441) | > grad_norm_1: tensor(128.2438, device='cuda:0') (tensor(123.3093, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.3612 (0.34969420372685306) | > loader_time: 0.0035 (0.0034399817261514783)  --> TIME: 2024-06-10 19:17:50 -- STEP: 104/330 -- GLOBAL_STEP: 120775 | > loss_disc: 2.2933120727539062 (2.24157853080676) | > loss_disc_real_0: 0.08782553672790527 (0.11534161614970519) | > loss_disc_real_1: 0.16984540224075317 (0.20142144322968453) | > loss_disc_real_2: 0.20783597230911255 (0.21366109956915566) | > loss_disc_real_3: 0.253911554813385 (0.21907606448691624) | > loss_disc_real_4: 0.23057836294174194 (0.21122703729913786) | > loss_disc_real_5: 0.22569145262241364 (0.20714318136183116) | > loss_0: 2.2933120727539062 (2.24157853080676) | > grad_norm_0: tensor(9.0057, device='cuda:0') (tensor(10.7796, device='cuda:0')) | > loss_gen: 2.77197265625 (2.6509712200898403) | > loss_kl: 1.6292718648910522 (1.6406980042274182) | > loss_feat: 7.628828048706055 (7.361267392451946) | > loss_mel: 20.660322189331055 (20.29563426971436) | > loss_duration: 2.122746467590332 (2.100419274889505) | > loss_1: 34.813140869140625 (34.04898990117587) | > grad_norm_1: tensor(302.6157, device='cuda:0') (tensor(131.7732, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.358 (0.35414033440443193) | > loader_time: 0.0035 (0.003493398427963257)  --> TIME: 2024-06-10 19:18:00 -- STEP: 129/330 -- GLOBAL_STEP: 120800 | > loss_disc: 2.2408218383789062 (2.2425802308459604) | > loss_disc_real_0: 0.17925405502319336 (0.1161073216980742) | > loss_disc_real_1: 0.21506397426128387 (0.20124182301436289) | > loss_disc_real_2: 0.21877306699752808 (0.21397584203139758) | > loss_disc_real_3: 0.28036007285118103 (0.2184972750355107) | > loss_disc_real_4: 0.2532768249511719 (0.21088039955889532) | > loss_disc_real_5: 0.2546798586845398 (0.20724538858084715) | > loss_0: 2.2408218383789062 (2.2425802308459604) | > grad_norm_0: tensor(35.5199, device='cuda:0') (tensor(12.7711, device='cuda:0')) | > loss_gen: 2.93137526512146 (2.654361841290497) | > loss_kl: 1.5819483995437622 (1.6338541886603186) | > loss_feat: 7.161630153656006 (7.362881505212118) | > loss_mel: 20.572267532348633 (20.311215910800673) | > loss_duration: 2.0344552993774414 (2.0975992707319038) | > loss_1: 34.281673431396484 (34.05991246718768) | > grad_norm_1: tensor(344.3539, device='cuda:0') (tensor(173.1773, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.3655 (0.3563977489175723) | > loader_time: 0.0036 (0.0035538895185603654)  --> TIME: 2024-06-10 19:18:09 -- STEP: 154/330 -- GLOBAL_STEP: 120825 | > loss_disc: 2.4277970790863037 (2.2445726131463974) | > loss_disc_real_0: 0.1107695996761322 (0.11521926241648661) | > loss_disc_real_1: 0.2009114921092987 (0.20140392642903643) | > loss_disc_real_2: 0.2048119306564331 (0.2135837413854413) | > loss_disc_real_3: 0.2156151682138443 (0.21914898710591452) | > loss_disc_real_4: 0.26379111409187317 (0.21131346181228564) | > loss_disc_real_5: 0.22740529477596283 (0.20736607531835502) | > loss_0: 2.4277970790863037 (2.2445726131463974) | > grad_norm_0: tensor(15.0077, device='cuda:0') (tensor(15.1752, device='cuda:0')) | > loss_gen: 2.6923913955688477 (2.659416822644024) | > loss_kl: 1.4437286853790283 (1.6288747532027106) | > loss_feat: 7.242414474487305 (7.368938340769185) | > loss_mel: 19.775983810424805 (20.25906585098862) | > loss_duration: 2.082737922668457 (2.0978293209880974) | > loss_1: 33.23725509643555 (34.01412491984182) | > grad_norm_1: tensor(429.9931, device='cuda:0') (tensor(194.1801, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.3723 (0.359325579234532) | > loader_time: 0.0039 (0.003653094365999296)  --> TIME: 2024-06-10 19:18:19 -- STEP: 179/330 -- GLOBAL_STEP: 120850 | > loss_disc: 2.318906307220459 (2.2454159099962463) | > loss_disc_real_0: 0.07512271404266357 (0.11441802689233306) | > loss_disc_real_1: 0.22666217386722565 (0.20235687344433878) | > loss_disc_real_2: 0.2634025514125824 (0.2145659452377085) | > loss_disc_real_3: 0.24617429077625275 (0.21976282768076358) | > loss_disc_real_4: 0.18497057259082794 (0.21094276577067775) | > loss_disc_real_5: 0.24616968631744385 (0.20795936249820876) | > loss_0: 2.318906307220459 (2.2454159099962463) | > grad_norm_0: tensor(19.7106, device='cuda:0') (tensor(17.2151, device='cuda:0')) | > loss_gen: 2.697552442550659 (2.669560891955927) | > loss_kl: 1.5729566812515259 (1.6317434017884664) | > loss_feat: 7.093422889709473 (7.39209341336895) | > loss_mel: 19.746292114257812 (20.229343286439704) | > loss_duration: 2.126283645629883 (2.1017094903818063) | > loss_1: 33.236507415771484 (34.02445032343519) | > grad_norm_1: tensor(396.8953, device='cuda:0') (tensor(203.8683, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.3816 (0.3620474911268863) | > loader_time: 0.004 (0.003752665812742777)  --> TIME: 2024-06-10 19:18:29 -- STEP: 204/330 -- GLOBAL_STEP: 120875 | > loss_disc: 2.2323455810546875 (2.2439072599598013) | > loss_disc_real_0: 0.1279989331960678 (0.11438889083836008) | > loss_disc_real_1: 0.20659200847148895 (0.20126752182841304) | > loss_disc_real_2: 0.24993781745433807 (0.21393707285032554) | > loss_disc_real_3: 0.20080022513866425 (0.2199933569805295) | > loss_disc_real_4: 0.19565893709659576 (0.2116476268160577) | > loss_disc_real_5: 0.19428998231887817 (0.20866721086934498) | > loss_0: 2.2323455810546875 (2.2439072599598013) | > grad_norm_0: tensor(28.9404, device='cuda:0') (tensor(18.3338, device='cuda:0')) | > loss_gen: 2.6682820320129395 (2.6692781343179623) | > loss_kl: 1.7089334726333618 (1.6323498878993241) | > loss_feat: 7.809122562408447 (7.3994857166327686) | > loss_mel: 20.442035675048828 (20.183512332392674) | > loss_duration: 2.0946903228759766 (2.1064462083227506) | > loss_1: 34.723060607910156 (33.99107212178847) | > grad_norm_1: tensor(390.4904, device='cuda:0') (tensor(221.7429, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.4019 (0.3654920984716976) | > loader_time: 0.0047 (0.0038773475908765605)  --> TIME: 2024-06-10 19:18:39 -- STEP: 229/330 -- GLOBAL_STEP: 120900 | > loss_disc: 2.154529094696045 (2.2415844363416646) | > loss_disc_real_0: 0.14335289597511292 (0.11462360326054315) | > loss_disc_real_1: 0.1825515627861023 (0.2007036671758219) | > loss_disc_real_2: 0.2243288904428482 (0.2136157088014236) | > loss_disc_real_3: 0.22858506441116333 (0.22011839107134457) | > loss_disc_real_4: 0.21439123153686523 (0.21118139511372847) | > loss_disc_real_5: 0.17729265987873077 (0.20842568452701815) | > loss_0: 2.154529094696045 (2.2415844363416646) | > grad_norm_0: tensor(31.0272, device='cuda:0') (tensor(19.5239, device='cuda:0')) | > loss_gen: 2.8424222469329834 (2.6645290716246257) | > loss_kl: 1.6073449850082397 (1.6303955920398496) | > loss_feat: 7.648269176483154 (7.396259470277478) | > loss_mel: 19.915979385375977 (20.12754109644994) | > loss_duration: 2.182234764099121 (2.113110369990486) | > loss_1: 34.196250915527344 (33.931835474405744) | > grad_norm_1: tensor(353.7099, device='cuda:0') (tensor(234.7189, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.4172 (0.36972045169647083) | > loader_time: 0.0052 (0.004001675734873942)  --> TIME: 2024-06-10 19:18:50 -- STEP: 254/330 -- GLOBAL_STEP: 120925 | > loss_disc: 2.3264319896698 (2.2385939096841287) | > loss_disc_real_0: 0.13126444816589355 (0.115428299987762) | > loss_disc_real_1: 0.235834538936615 (0.2012199274902269) | > loss_disc_real_2: 0.24802806973457336 (0.21380809236933865) | > loss_disc_real_3: 0.23242034018039703 (0.21935960298448098) | > loss_disc_real_4: 0.23792502284049988 (0.210682186672068) | > loss_disc_real_5: 0.2640623450279236 (0.20681927218211915) | > loss_0: 2.3264319896698 (2.2385939096841287) | > grad_norm_0: tensor(7.7857, device='cuda:0') (tensor(19.6001, device='cuda:0')) | > loss_gen: 2.6126818656921387 (2.6661477623962067) | > loss_kl: 1.5547350645065308 (1.6238230743746118) | > loss_feat: 6.947393417358398 (7.420033036254522) | > loss_mel: 19.33151626586914 (20.07715406943494) | > loss_duration: 2.120022773742676 (2.1182359668213553) | > loss_1: 32.566349029541016 (33.905393863287514) | > grad_norm_1: tensor(68.9322, device='cuda:0') (tensor(238.5336, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.4156 (0.3741626814594419) | > loader_time: 0.0056 (0.004143454897122119)  --> TIME: 2024-06-10 19:19:01 -- STEP: 279/330 -- GLOBAL_STEP: 120950 | > loss_disc: 2.378354549407959 (2.2363316799150144) | > loss_disc_real_0: 0.11500486731529236 (0.11612870900701451) | > loss_disc_real_1: 0.23017410933971405 (0.2014030108635571) | > loss_disc_real_2: 0.18368332087993622 (0.21316349661264797) | > loss_disc_real_3: 0.21665844321250916 (0.21908396904400176) | > loss_disc_real_4: 0.18632708489894867 (0.2103052279214278) | > loss_disc_real_5: 0.168509379029274 (0.20645279439973996) | > loss_0: 2.378354549407959 (2.2363316799150144) | > grad_norm_0: tensor(35.2708, device='cuda:0') (tensor(19.8235, device='cuda:0')) | > loss_gen: 2.465641498565674 (2.665159462173355) | > loss_kl: 1.537494421005249 (1.6257159953476283) | > loss_feat: 8.035690307617188 (7.448826536910081) | > loss_mel: 19.73912811279297 (20.02958081016404) | > loss_duration: 2.188565254211426 (2.1256059057823644) | > loss_1: 33.96651840209961 (33.894888662522845) | > grad_norm_1: tensor(267.3103, device='cuda:0') (tensor(246.6114, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.454 (0.37938685741903105) | > loader_time: 0.006 (0.004289429674866378)  --> TIME: 2024-06-10 19:19:13 -- STEP: 304/330 -- GLOBAL_STEP: 120975 | > loss_disc: 2.4310123920440674 (2.235723910363097) | > loss_disc_real_0: 0.24919751286506653 (0.11632779170759022) | > loss_disc_real_1: 0.1661180704832077 (0.20145196085305603) | > loss_disc_real_2: 0.2023594081401825 (0.21352258785382697) | > loss_disc_real_3: 0.20958630740642548 (0.21895468730087342) | > loss_disc_real_4: 0.2181064486503601 (0.21024139196072753) | > loss_disc_real_5: 0.18675729632377625 (0.20606492631333434) | > loss_0: 2.4310123920440674 (2.235723910363097) | > grad_norm_0: tensor(92.5149, device='cuda:0') (tensor(21.2404, device='cuda:0')) | > loss_gen: 2.543795108795166 (2.6669709525610314) | > loss_kl: 1.7690242528915405 (1.6247893744393398) | > loss_feat: 7.630373001098633 (7.473387544092379) | > loss_mel: 18.126419067382812 (19.994378265581634) | > loss_duration: 2.2570643424987793 (2.1347321048378944) | > loss_1: 32.32667541503906 (33.894258241904424) | > grad_norm_1: tensor(393.0961, device='cuda:0') (tensor(256.8956, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.4807 (0.38628125347589204) | > loader_time: 0.0068 (0.004456021283802233)  --> TIME: 2024-06-10 19:19:40 -- STEP: 329/330 -- GLOBAL_STEP: 121000 | > loss_disc: 2.5336103439331055 (2.2363888478206655) | > loss_disc_real_0: 0.16107581555843353 (0.11570417227670776) | > loss_disc_real_1: 0.10385888069868088 (0.20333702307432264) | > loss_disc_real_2: 0.20620249211788177 (0.21310939972705029) | > loss_disc_real_3: 0.22461970150470734 (0.2188072025232402) | > loss_disc_real_4: 0.16143450140953064 (0.21097193499828906) | > loss_disc_real_5: 0.21611663699150085 (0.20606744900844018) | > loss_0: 2.5336103439331055 (2.2363888478206655) | > grad_norm_0: tensor(29.1952, device='cuda:0') (tensor(21.0768, device='cuda:0')) | > loss_gen: 2.6852076053619385 (2.674170868737361) | > loss_kl: 1.9057356119155884 (1.6314885011197586) | > loss_feat: 11.11695384979248 (7.609783545091159) | > loss_mel: 19.832496643066406 (19.98272381582521) | > loss_duration: 2.2823123931884766 (2.1474130628319137) | > loss_1: 37.82270812988281 (34.04557981751973) | > grad_norm_1: tensor(201.7750, device='cuda:0') (tensor(258.8008, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 13.7002 (0.44052054599425733) | > loader_time: 0.0344 (0.004910282088630466) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_121000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.308051586151123 (2.308051586151123) | > loss_disc_real_0: 0.15796156227588654 (0.15796156227588654) | > loss_disc_real_1: 0.14424344897270203 (0.14424344897270203) | > loss_disc_real_2: 0.29119643568992615 (0.29119643568992615) | > loss_disc_real_3: 0.2731230556964874 (0.2731230556964874) | > loss_disc_real_4: 0.2245042473077774 (0.2245042473077774) | > loss_disc_real_5: 0.23515775799751282 (0.23515775799751282) | > loss_0: 2.308051586151123 (2.308051586151123) | > loss_gen: 2.6306636333465576 (2.6306636333465576) | > loss_kl: 1.9312771558761597 (1.9312771558761597) | > loss_feat: 6.128898620605469 (6.128898620605469) | > loss_mel: 17.60349464416504 (17.60349464416504) | > loss_duration: 2.8448777198791504 (2.8448777198791504) | > loss_1: 31.139209747314453 (31.139209747314453)  --> STEP: 1 | > loss_disc: 1.862121343612671 (1.862121343612671) | > loss_disc_real_0: 0.12976422905921936 (0.12976422905921936) | > loss_disc_real_1: 0.06343021988868713 (0.06343021988868713) | > loss_disc_real_2: 0.17264355719089508 (0.17264355719089508) | > loss_disc_real_3: 0.2546556293964386 (0.2546556293964386) | > loss_disc_real_4: 0.20756013691425323 (0.20756013691425323) | > loss_disc_real_5: 0.22008349001407623 (0.22008349001407623) | > loss_0: 1.862121343612671 (1.862121343612671) | > loss_gen: 3.2885069847106934 (3.2885069847106934) | > loss_kl: 2.1236281394958496 (2.1236281394958496) | > loss_feat: 8.341623306274414 (8.341623306274414) | > loss_mel: 22.28839874267578 (22.28839874267578) | > loss_duration: 2.332651138305664 (2.332651138305664) | > loss_1: 38.37480926513672 (38.37480926513672)  --> STEP: 2 | > loss_disc: 2.394695997238159 (2.128408670425415) | > loss_disc_real_0: 0.11936277151107788 (0.12456350028514862) | > loss_disc_real_1: 0.10757669061422348 (0.08550345525145531) | > loss_disc_real_2: 0.332474023103714 (0.25255879014730453) | > loss_disc_real_3: 0.30124035477638245 (0.2779479920864105) | > loss_disc_real_4: 0.2580360472202301 (0.23279809206724167) | > loss_disc_real_5: 0.31272590160369873 (0.2664046958088875) | > loss_0: 2.394695997238159 (2.128408670425415) | > loss_gen: 2.8859758377075195 (3.0872414112091064) | > loss_kl: 1.8747570514678955 (1.9991925954818726) | > loss_feat: 6.042988300323486 (7.19230580329895) | > loss_mel: 21.970643997192383 (22.129521369934082) | > loss_duration: 2.4006900787353516 (2.366670608520508) | > loss_1: 35.17505645751953 (36.774932861328125)  --> STEP: 3 | > loss_disc: 2.283555030822754 (2.180124123891195) | > loss_disc_real_0: 0.08550834655761719 (0.11154511570930481) | > loss_disc_real_1: 0.10779226571321487 (0.0929330587387085) | > loss_disc_real_2: 0.27062398195266724 (0.2585805207490921) | > loss_disc_real_3: 0.3022290766239166 (0.2860416869322459) | > loss_disc_real_4: 0.2795889377593994 (0.24839504063129425) | > loss_disc_real_5: 0.36781045794487 (0.30020661652088165) | > loss_0: 2.283555030822754 (2.180124123891195) | > loss_gen: 3.475825548171997 (3.2167694568634033) | > loss_kl: 2.1851260662078857 (2.0611704190572104) | > loss_feat: 8.035054206848145 (7.473221937815349) | > loss_mel: 20.40542221069336 (21.554821650187176) | > loss_duration: 2.174180507659912 (2.302507241566976) | > loss_1: 36.27560806274414 (36.60849126180013)  --> STEP: 4 | > loss_disc: 2.2654454708099365 (2.20145446062088) | > loss_disc_real_0: 0.11630313843488693 (0.11273462139070034) | > loss_disc_real_1: 0.10942597687244415 (0.09705628827214241) | > loss_disc_real_2: 0.2405167818069458 (0.2540645860135555) | > loss_disc_real_3: 0.2969229519367218 (0.28876200318336487) | > loss_disc_real_4: 0.25256943702697754 (0.24943863973021507) | > loss_disc_real_5: 0.3000507652759552 (0.30016765370965004) | > loss_0: 2.2654454708099365 (2.20145446062088) | > loss_gen: 2.9926528930664062 (3.160740315914154) | > loss_kl: 2.227296829223633 (2.102702021598816) | > loss_feat: 7.194912910461426 (7.403644680976868) | > loss_mel: 20.55852699279785 (21.305747985839844) | > loss_duration: 2.223613739013672 (2.28278386592865) | > loss_1: 35.19700241088867 (36.255619049072266)  --> STEP: 5 | > loss_disc: 1.993290662765503 (2.159821701049805) | > loss_disc_real_0: 0.13583922386169434 (0.11735554188489913) | > loss_disc_real_1: 0.11992648243904114 (0.10163032710552215) | > loss_disc_real_2: 0.2617444097995758 (0.2556005507707596) | > loss_disc_real_3: 0.24784763157367706 (0.28057912886142733) | > loss_disc_real_4: 0.18607349693775177 (0.2367656111717224) | > loss_disc_real_5: 0.23352587223052979 (0.28683929741382597) | > loss_0: 1.993290662765503 (2.159821701049805) | > loss_gen: 3.1557626724243164 (3.1597447872161863) | > loss_kl: 1.451293706893921 (1.9724203586578368) | > loss_feat: 7.147340297698975 (7.352383804321289) | > loss_mel: 21.19508171081543 (21.283614730834962) | > loss_duration: 2.3742644786834717 (2.3010799884796143) | > loss_1: 35.3237419128418 (36.069243621826175)  --> STEP: 6 | > loss_disc: 2.350153684616089 (2.191543698310852) | > loss_disc_real_0: 0.15011821687221527 (0.1228159877161185) | > loss_disc_real_1: 0.14851072430610657 (0.1094437266389529) | > loss_disc_real_2: 0.29403600096702576 (0.2620064591368039) | > loss_disc_real_3: 0.3085136115550995 (0.28523487597703934) | > loss_disc_real_4: 0.3112143576145172 (0.2491737355788549) | > loss_disc_real_5: 0.33434823155403137 (0.2947574531038602) | > loss_0: 2.350153684616089 (2.191543698310852) | > loss_gen: 3.216564893722534 (3.1692148049672446) | > loss_kl: 1.383994698524475 (1.8743494153022766) | > loss_feat: 5.5147013664245605 (7.046103398005168) | > loss_mel: 20.38121223449707 (21.133214314778645) | > loss_duration: 2.116942882537842 (2.2703904708226523) | > loss_1: 32.6134147644043 (35.493272145589195)  --> STEP: 7 | > loss_disc: 2.242748737335205 (2.1988587038857594) | > loss_disc_real_0: 0.04322462156414986 (0.11144579255155154) | > loss_disc_real_1: 0.16351909935474396 (0.1171687798840659) | > loss_disc_real_2: 0.30716320872306824 (0.2684574233634131) | > loss_disc_real_3: 0.26314908266067505 (0.28207976264613016) | > loss_disc_real_4: 0.3049220144748688 (0.2571377754211426) | > loss_disc_real_5: 0.2859130799770355 (0.29349397122859955) | > loss_0: 2.242748737335205 (2.1988587038857594) | > loss_gen: 2.6966049671173096 (3.101699113845825) | > loss_kl: 2.4841527938842773 (1.961464183671134) | > loss_feat: 6.478757858276367 (6.965054035186768) | > loss_mel: 20.530975341796875 (21.04718017578125) | > loss_duration: 2.362004280090332 (2.283478157860892) | > loss_1: 34.552494049072266 (35.3588752746582)  --> STEP: 8 | > loss_disc: 2.4166040420532227 (2.2260768711566925) | > loss_disc_real_0: 0.19744326174259186 (0.12219547620043159) | > loss_disc_real_1: 0.1365315020084381 (0.11958912014961243) | > loss_disc_real_2: 0.26726943254470825 (0.268308924511075) | > loss_disc_real_3: 0.28687337040901184 (0.28267896361649036) | > loss_disc_real_4: 0.2662660777568817 (0.25827881321310997) | > loss_disc_real_5: 0.31042346358299255 (0.2956101577728987) | > loss_0: 2.4166040420532227 (2.2260768711566925) | > loss_gen: 2.8944365978240967 (3.075791299343109) | > loss_kl: 1.921249270439148 (1.9564373195171356) | > loss_feat: 6.846811294555664 (6.95027369260788) | > loss_mel: 18.903217315673828 (20.779184818267822) | > loss_duration: 2.1791985034942627 (2.2704432010650635) | > loss_1: 32.744911193847656 (35.032129764556885)  --> STEP: 9 | > loss_disc: 2.461195230484009 (2.252201133304172) | > loss_disc_real_0: 0.3233257532119751 (0.14454328475726974) | > loss_disc_real_1: 0.1698240339756012 (0.12517077724138895) | > loss_disc_real_2: 0.21150605380535126 (0.2619974944326613) | > loss_disc_real_3: 0.28012922406196594 (0.2823956592215432) | > loss_disc_real_4: 0.278190940618515 (0.2604912718137105) | > loss_disc_real_5: 0.24952363967895508 (0.29048943354023826) | > loss_0: 2.461195230484009 (2.252201133304172) | > loss_gen: 2.8791019916534424 (3.053936931822035) | > loss_kl: 1.787278413772583 (1.9376418855455186) | > loss_feat: 9.999706268310547 (7.28909953435262) | > loss_mel: 21.589492797851562 (20.869219038221573) | > loss_duration: 2.093320608139038 (2.2507629129621716) | > loss_1: 38.34889602661133 (35.4006593492296)  --> STEP: 10 | > loss_disc: 2.1101160049438477 (2.2379926204681397) | > loss_disc_real_0: 0.11586150527000427 (0.1416751068085432) | > loss_disc_real_1: 0.11919137835502625 (0.12457283735275268) | > loss_disc_real_2: 0.1983906626701355 (0.2556368112564087) | > loss_disc_real_3: 0.27786388993263245 (0.2819424822926521) | > loss_disc_real_4: 0.16767404973506927 (0.2512095496058464) | > loss_disc_real_5: 0.31158679723739624 (0.29259916990995405) | > loss_0: 2.1101160049438477 (2.2379926204681397) | > loss_gen: 2.8418080806732178 (3.0327240467071532) | > loss_kl: 1.62301766872406 (1.906179463863373) | > loss_feat: 7.420124053955078 (7.302201986312866) | > loss_mel: 21.416967391967773 (20.923993873596192) | > loss_duration: 2.2322325706481934 (2.2489098787307737) | > loss_1: 35.534149169921875 (35.41400833129883)  --> STEP: 11 | > loss_disc: 2.2786483764648438 (2.241688598286022) | > loss_disc_real_0: 0.10737266391515732 (0.13855670290914449) | > loss_disc_real_1: 0.0756911113858223 (0.12012904408303174) | > loss_disc_real_2: 0.28953784704208374 (0.258718723600561) | > loss_disc_real_3: 0.24406319856643677 (0.2784989110448144) | > loss_disc_real_4: 0.24499069154262543 (0.2506441988728263) | > loss_disc_real_5: 0.27284249663352966 (0.2908031087030064) | > loss_0: 2.2786483764648438 (2.241688598286022) | > loss_gen: 2.765906810760498 (3.0084679343483667) | > loss_kl: 2.6336517333984375 (1.9723133065483787) | > loss_feat: 6.045745849609375 (7.187978701158003) | > loss_mel: 20.64303207397461 (20.89845189181241) | > loss_duration: 2.3945584297180176 (2.2621506560932505) | > loss_1: 34.48289489746094 (35.32936165549538)  --> STEP: 12 | > loss_disc: 2.1442177295684814 (2.2335660258928933) | > loss_disc_real_0: 0.07312829792499542 (0.13310433582713208) | > loss_disc_real_1: 0.11591494828462601 (0.1197778694331646) | > loss_disc_real_2: 0.1939300149679184 (0.2533196645478408) | > loss_disc_real_3: 0.2588442265987396 (0.2768610206743081) | > loss_disc_real_4: 0.1874709576368332 (0.24537976210316023) | > loss_disc_real_5: 0.2343788594007492 (0.2861010879278183) | > loss_0: 2.1442177295684814 (2.2335660258928933) | > loss_gen: 2.634704828262329 (2.9773210088411965) | > loss_kl: 2.1110851764678955 (1.9838776290416718) | > loss_feat: 7.486048221588135 (7.212817827860515) | > loss_mel: 20.065879821777344 (20.829070885976154) | > loss_duration: 2.1997694969177246 (2.256952226161957) | > loss_1: 34.49748611450195 (35.26003869374593)  --> STEP: 13 | > loss_disc: 2.4103097915649414 (2.2471617001753588) | > loss_disc_real_0: 0.16009259223937988 (0.13518035555115113) | > loss_disc_real_1: 0.17786332964897156 (0.12424598175745744) | > loss_disc_real_2: 0.2827572822570801 (0.2555840966793207) | > loss_disc_real_3: 0.23668450117111206 (0.2737705191740623) | > loss_disc_real_4: 0.24140571057796478 (0.24507406583199134) | > loss_disc_real_5: 0.2773941457271576 (0.2854313231431521) | > loss_0: 2.4103097915649414 (2.2471617001753588) | > loss_gen: 2.422793388366699 (2.934665038035466) | > loss_kl: 2.174471378326416 (1.9985386866789598) | > loss_feat: 5.321923732757568 (7.067364435929519) | > loss_mel: 18.068227767944336 (20.616698338435246) | > loss_duration: 2.0893564224243164 (2.2440602412590613) | > loss_1: 30.076770782470703 (34.86132577749399)  --> STEP: 14 | > loss_disc: 2.275357723236084 (2.2491757018225536) | > loss_disc_real_0: 0.11932206153869629 (0.13404762026454722) | > loss_disc_real_1: 0.10916981101036072 (0.1231691124183791) | > loss_disc_real_2: 0.3011474311351776 (0.2588386205690248) | > loss_disc_real_3: 0.32677480578422546 (0.27755653964621685) | > loss_disc_real_4: 0.2455899864435196 (0.24511091730424336) | > loss_disc_real_5: 0.30263763666152954 (0.2866603455373219) | > loss_0: 2.275357723236084 (2.2491757018225536) | > loss_gen: 3.188260078430176 (2.9527789694922313) | > loss_kl: 2.280120849609375 (2.0186516983168468) | > loss_feat: 8.69635009765625 (7.183720554624285) | > loss_mel: 22.169973373413086 (20.727646555219376) | > loss_duration: 2.3583712577819824 (2.2522253138678416) | > loss_1: 38.693077087402344 (35.1350222996303)  --> STEP: 15 | > loss_disc: 2.390187978744507 (2.258576520284017) | > loss_disc_real_0: 0.2513832151889801 (0.1418699932595094) | > loss_disc_real_1: 0.1682029515504837 (0.1261713683605194) | > loss_disc_real_2: 0.3193606734275818 (0.2628734240929286) | > loss_disc_real_3: 0.20654523372650146 (0.2728224525849025) | > loss_disc_real_4: 0.21974553167819977 (0.24341989159584046) | > loss_disc_real_5: 0.2618102729320526 (0.28500367403030397) | > loss_0: 2.390187978744507 (2.258576520284017) | > loss_gen: 3.0451364517211914 (2.9589361349741616) | > loss_kl: 2.314323902130127 (2.0383631785710654) | > loss_feat: 7.9594597816467285 (7.235436503092448) | > loss_mel: 20.53119468688965 (20.714549763997397) | > loss_duration: 2.2870466709136963 (2.2545467376708985) | > loss_1: 36.13716125488281 (35.2018315633138)  --> STEP: 16 | > loss_disc: 2.4910380840301514 (2.2731053680181503) | > loss_disc_real_0: 0.1785312294960022 (0.1441613205242902) | > loss_disc_real_1: 0.16586653888225555 (0.12865231651812792) | > loss_disc_real_2: 0.35627493262290955 (0.2687110183760524) | > loss_disc_real_3: 0.3700646758079529 (0.27890009153634315) | > loss_disc_real_4: 0.2331872284412384 (0.24278035014867783) | > loss_disc_real_5: 0.34115758538246155 (0.2885132934898138) | > loss_0: 2.4910380840301514 (2.2731053680181503) | > loss_gen: 3.149770736694336 (2.9708632975816727) | > loss_kl: 2.0129201412200928 (2.0367729887366295) | > loss_feat: 7.878350734710693 (7.275618642568588) | > loss_mel: 19.61421012878418 (20.64577853679657) | > loss_duration: 2.4014062881469727 (2.263725459575653) | > loss_1: 35.05665588378906 (35.192758083343506)  --> STEP: 17 | > loss_disc: 2.402238130569458 (2.2807014128741097) | > loss_disc_real_0: 0.10737942904233932 (0.14199767984888134) | > loss_disc_real_1: 0.12775425612926483 (0.1285994894364301) | > loss_disc_real_2: 0.3227090835571289 (0.2718873751514098) | > loss_disc_real_3: 0.3435371220111847 (0.28270226979956914) | > loss_disc_real_4: 0.26269203424453735 (0.24395162568372838) | > loss_disc_real_5: 0.2809666395187378 (0.2880693726679858) | > loss_0: 2.402238130569458 (2.2807014128741097) | > loss_gen: 3.0233750343322754 (2.9739522232728848) | > loss_kl: 1.885456919670105 (2.027872043497422) | > loss_feat: 7.691037178039551 (7.300055027008057) | > loss_mel: 20.114517211914062 (20.61452787062701) | > loss_duration: 2.390734910964966 (2.2711966037750244) | > loss_1: 35.10512161254883 (35.18760299682617)  --> STEP: 18 | > loss_disc: 1.6908299922943115 (2.2479307783974543) | > loss_disc_real_0: 0.08749941736459732 (0.13896999859975445) | > loss_disc_real_1: 0.09162098914384842 (0.12654512830906445) | > loss_disc_real_2: 0.1722637265920639 (0.26635272800922394) | > loss_disc_real_3: 0.14898362755775452 (0.27527345634169054) | > loss_disc_real_4: 0.12475177645683289 (0.23732941183778974) | > loss_disc_real_5: 0.15409639477729797 (0.28062642945183647) | > loss_0: 1.6908299922943115 (2.2479307783974543) | > loss_gen: 3.0026307106018066 (2.975545472568936) | > loss_kl: 2.353364944458008 (2.0459549824396768) | > loss_feat: 10.928086280822754 (7.501612318886651) | > loss_mel: 24.30626678466797 (20.81962447696262) | > loss_duration: 2.190438747406006 (2.266710056198968) | > loss_1: 42.78078842163086 (35.609446631537544)  --> STEP: 19 | > loss_disc: 2.140918493270874 (2.2422985528644763) | > loss_disc_real_0: 0.07339578121900558 (0.13551872400076767) | > loss_disc_real_1: 0.1517767459154129 (0.12787310818308278) | > loss_disc_real_2: 0.2230726182460785 (0.2640748274953742) | > loss_disc_real_3: 0.2607651650905609 (0.2745098620653153) | > loss_disc_real_4: 0.21434685587882996 (0.23611980362942345) | > loss_disc_real_5: 0.2763609290122986 (0.2804019294287029) | > loss_0: 2.140918493270874 (2.2422985528644763) | > loss_gen: 2.8808281421661377 (2.970560349916157) | > loss_kl: 1.3495187759399414 (2.00930044525548) | > loss_feat: 7.38861083984375 (7.495664872621235) | > loss_mel: 20.99845314025879 (20.829036511872943) | > loss_duration: 2.314906120300293 (2.269246691151669) | > loss_1: 34.93231964111328 (35.57380836888363)  --> STEP: 20 | > loss_disc: 2.1688694953918457 (2.2386270999908446) | > loss_disc_real_0: 0.18739280104637146 (0.13811242785304786) | > loss_disc_real_1: 0.10608017444610596 (0.12678346149623393) | > loss_disc_real_2: 0.27522218227386475 (0.2646321952342987) | > loss_disc_real_3: 0.2790352404117584 (0.27473613098263744) | > loss_disc_real_4: 0.2261497527360916 (0.23562130108475685) | > loss_disc_real_5: 0.2769971489906311 (0.2802316904067993) | > loss_0: 2.1688694953918457 (2.2386270999908446) | > loss_gen: 3.28800106048584 (2.9864323854446413) | > loss_kl: 1.922960877418518 (2.0049834668636324) | > loss_feat: 7.629996299743652 (7.502381443977356) | > loss_mel: 20.65985870361328 (20.82057762145996) | > loss_duration: 2.35587477684021 (2.273578095436096) | > loss_1: 35.856689453125 (35.5879524230957)  --> STEP: 21 | > loss_disc: 2.3291802406311035 (2.2429391543070474) | > loss_disc_real_0: 0.07556020468473434 (0.13513375055931864) | > loss_disc_real_1: 0.12969960272312164 (0.12692232536418097) | > loss_disc_real_2: 0.3492591083049774 (0.2686620482376644) | > loss_disc_real_3: 0.31819790601730347 (0.27680573931762154) | > loss_disc_real_4: 0.30547770857810974 (0.23894779667967841) | > loss_disc_real_5: 0.3029124140739441 (0.28131172486713957) | > loss_0: 2.3291802406311035 (2.2429391543070474) | > loss_gen: 2.9913620948791504 (2.986667133512951) | > loss_kl: 1.8702768087387085 (1.9985688640957786) | > loss_feat: 6.241692543029785 (7.442348639170329) | > loss_mel: 17.887813568115234 (20.68092219034831) | > loss_duration: 2.1657583713531494 (2.2684438228607178) | > loss_1: 31.156902313232422 (35.37695003691174)  --> STEP: 22 | > loss_disc: 2.2206475734710693 (2.241925900632685) | > loss_disc_real_0: 0.09477557986974716 (0.1332992882552472) | > loss_disc_real_1: 0.09968729317188263 (0.12568436935544014) | > loss_disc_real_2: 0.2217337042093277 (0.2665289416909218) | > loss_disc_real_3: 0.28953394293785095 (0.277384294027632) | > loss_disc_real_4: 0.26289451122283936 (0.24003628370436755) | > loss_disc_real_5: 0.3226659595966339 (0.28319146280938934) | > loss_0: 2.2206475734710693 (2.241925900632685) | > loss_gen: 2.9205069541931152 (2.983659852634777) | > loss_kl: 1.5892438888549805 (1.9799631834030151) | > loss_feat: 7.660508155822754 (7.452264980836348) | > loss_mel: 21.43023109436035 (20.71498168598522) | > loss_duration: 2.175598382949829 (2.264223575592041) | > loss_1: 35.77608871459961 (35.39509270407937)  --> STEP: 23 | > loss_disc: 2.4808783531188965 (2.2523151376973027) | > loss_disc_real_0: 0.150260329246521 (0.1340367248200852) | > loss_disc_real_1: 0.12429282814264297 (0.1256238675635794) | > loss_disc_real_2: 0.3162039816379547 (0.26868872603644495) | > loss_disc_real_3: 0.310161828994751 (0.2788094042435937) | > loss_disc_real_4: 0.29078325629234314 (0.24224267381688822) | > loss_disc_real_5: 0.3601871728897095 (0.2865391023780989) | > loss_0: 2.4808783531188965 (2.2523151376973027) | > loss_gen: 2.8257110118865967 (2.976792511732682) | > loss_kl: 2.2740135192871094 (1.992747980615367) | > loss_feat: 6.542591571807861 (7.412713963052501) | > loss_mel: 19.23220443725586 (20.650513109953508) | > loss_duration: 2.2720985412597656 (2.264565965403681) | > loss_1: 33.1466178894043 (35.29733292952828)  --> STEP: 24 | > loss_disc: 2.6871094703674316 (2.270431568225225) | > loss_disc_real_0: 0.24726663529872894 (0.13875463775669536) | > loss_disc_real_1: 0.18114788830280304 (0.12793736842771372) | > loss_disc_real_2: 0.28401562571525574 (0.2693273468563954) | > loss_disc_real_3: 0.24566330015659332 (0.27742831657330197) | > loss_disc_real_4: 0.30142107605934143 (0.24470844057699045) | > loss_disc_real_5: 0.33295738697052 (0.2884731975694497) | > loss_0: 2.6871094703674316 (2.270431568225225) | > loss_gen: 2.82485294342041 (2.9704616963863373) | > loss_kl: 2.2647807598114014 (2.004082679748535) | > loss_feat: 5.922022342681885 (7.350601812203725) | > loss_mel: 15.153319358825684 (20.42146337032318) | > loss_duration: 2.441544771194458 (2.2719400823116302) | > loss_1: 28.60651969909668 (35.018549044926964)  --> STEP: 25 | > loss_disc: 2.1811132431030273 (2.266858835220337) | > loss_disc_real_0: 0.17477361857891083 (0.14019539698958397) | > loss_disc_real_1: 0.15678806602954865 (0.12909139633178712) | > loss_disc_real_2: 0.31048789620399475 (0.2709737688302994) | > loss_disc_real_3: 0.24819786846637726 (0.276259098649025) | > loss_disc_real_4: 0.23287199437618256 (0.24423498272895813) | > loss_disc_real_5: 0.28385117650032043 (0.2882883167266846) | > loss_0: 2.1811132431030273 (2.266858835220337) | > loss_gen: 3.080044746398926 (2.9748450183868407) | > loss_kl: 2.292689800262451 (2.015626964569092) | > loss_feat: 8.193925857543945 (7.384334774017334) | > loss_mel: 17.26314353942871 (20.295130577087402) | > loss_duration: 2.3981873989105225 (2.276989974975586) | > loss_1: 33.227989196777344 (34.94692665100098)  --> STEP: 26 | > loss_disc: 2.9184985160827637 (2.2919218998688917) | > loss_disc_real_0: 0.07557603716850281 (0.13771003699646547) | > loss_disc_real_1: 0.07981586456298828 (0.1271961835714487) | > loss_disc_real_2: 0.40467149019241333 (0.2761159888826884) | > loss_disc_real_3: 0.41594594717025757 (0.28163166974599546) | > loss_disc_real_4: 0.3017406463623047 (0.24644673902254838) | > loss_disc_real_5: 0.3871842622756958 (0.2920920069401081) | > loss_0: 2.9184985160827637 (2.2919218998688917) | > loss_gen: 3.4688642024993896 (2.9938457562373233) | > loss_kl: 1.7565361261367798 (2.0056619323216953) | > loss_feat: 12.869856834411621 (7.595316391724807) | > loss_mel: 21.281749725341797 (20.33307746740488) | > loss_duration: 2.270122766494751 (2.276725851572477) | > loss_1: 41.64712905883789 (35.20462674361009) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023630949167104866 (+6.971909449650631e-05) | > avg_loss_disc: 2.2919218998688917 (+0.04489151789591839) | > avg_loss_disc_real_0: 0.13771003699646547 (+0.05919422889844729) | > avg_loss_disc_real_1: 0.1271961835714487 (-0.015619185968087257) | > avg_loss_disc_real_2: 0.2761159888826884 (-0.011236401131519858) | > avg_loss_disc_real_3: 0.28163166974599546 (+0.055435556918382645) | > avg_loss_disc_real_4: 0.24644673902254838 (+0.06005640757771638) | > avg_loss_disc_real_5: 0.2920920069401081 (+0.07699038546818956) | > avg_loss_0: 2.2919218998688917 (+0.04489151789591839) | > avg_loss_gen: 2.9938457562373233 (+0.6007182323015647) | > avg_loss_kl: 2.0056619323216953 (-0.010634761590224251) | > avg_loss_feat: 7.595316391724807 (+0.41903094144967934) | > avg_loss_mel: 20.33307746740488 (-0.08530136255117426) | > avg_loss_duration: 2.276725851572477 (+0.004081304256732476) | > avg_loss_1: 35.20462674361009 (+0.9278940054086462)  > EPOCH: 100/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:19:52)   --> TIME: 2024-06-10 19:20:01 -- STEP: 24/330 -- GLOBAL_STEP: 121025 | > loss_disc: 2.3546578884124756 (2.2889070212841034) | > loss_disc_real_0: 0.0830237939953804 (0.11200564447790384) | > loss_disc_real_1: 0.2031443566083908 (0.20149613606433073) | > loss_disc_real_2: 0.22270263731479645 (0.21704012155532837) | > loss_disc_real_3: 0.24349373579025269 (0.22643966662387052) | > loss_disc_real_4: 0.22215808928012848 (0.22398579865694046) | > loss_disc_real_5: 0.1939816176891327 (0.2189465742558241) | > loss_0: 2.3546578884124756 (2.2889070212841034) | > grad_norm_0: tensor(10.0334, device='cuda:0') (tensor(15.1018, device='cuda:0')) | > loss_gen: 2.571341037750244 (2.5887402494748435) | > loss_kl: 1.7728568315505981 (1.6103569120168686) | > loss_feat: 7.632653713226318 (7.03199968735377) | > loss_mel: 19.792875289916992 (20.256837288538616) | > loss_duration: 2.0699005126953125 (2.1905773182710018) | > loss_1: 33.839630126953125 (33.67851193745931) | > grad_norm_1: tensor(157.4316, device='cuda:0') (tensor(148.0856, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.3382 (0.3397432963053386) | > loader_time: 0.003 (0.0031532645225524902)  --> TIME: 2024-06-10 19:20:10 -- STEP: 49/330 -- GLOBAL_STEP: 121050 | > loss_disc: 1.989378571510315 (2.2630500331216923) | > loss_disc_real_0: 0.09819340705871582 (0.11320751783799152) | > loss_disc_real_1: 0.18104535341262817 (0.20197963136799482) | > loss_disc_real_2: 0.16671311855316162 (0.21243897323705713) | > loss_disc_real_3: 0.1906770020723343 (0.22267604695290935) | > loss_disc_real_4: 0.1719307005405426 (0.21836262181097146) | > loss_disc_real_5: 0.16395720839500427 (0.2130641405071531) | > loss_0: 1.989378571510315 (2.2630500331216923) | > grad_norm_0: tensor(29.7067, device='cuda:0') (tensor(16.5381, device='cuda:0')) | > loss_gen: 2.7452874183654785 (2.5983546120779857) | > loss_kl: 1.5281542539596558 (1.5642229586231462) | > loss_feat: 8.020170211791992 (7.148127020621787) | > loss_mel: 21.24567413330078 (20.24537639228665) | > loss_duration: 2.0432229042053223 (2.133311512518903) | > loss_1: 35.58251190185547 (33.68939294620435) | > grad_norm_1: tensor(579.5387, device='cuda:0') (tensor(204.6688, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.3449 (0.3406807451832052) | > loader_time: 0.0033 (0.0032289125481430366)  --> TIME: 2024-06-10 19:20:18 -- STEP: 74/330 -- GLOBAL_STEP: 121075 | > loss_disc: 2.265076160430908 (2.2708322309158935) | > loss_disc_real_0: 0.11292213201522827 (0.1118665300309658) | > loss_disc_real_1: 0.22456714510917664 (0.20250677297244202) | > loss_disc_real_2: 0.18656058609485626 (0.21257623526695613) | > loss_disc_real_3: 0.21720467507839203 (0.22319532024699287) | > loss_disc_real_4: 0.23629747331142426 (0.21934757280994105) | > loss_disc_real_5: 0.2104324996471405 (0.21445919694127263) | > loss_0: 2.265076160430908 (2.2708322309158935) | > grad_norm_0: tensor(9.4361, device='cuda:0') (tensor(16.9348, device='cuda:0')) | > loss_gen: 2.831821918487549 (2.60353929932053) | > loss_kl: 1.598831057548523 (1.5795159662092053) | > loss_feat: 8.03852653503418 (7.218571353603053) | > loss_mel: 20.933700561523438 (20.28136987943907) | > loss_duration: 2.00570011138916 (2.1086247933877487) | > loss_1: 35.4085807800293 (33.791621646365606) | > grad_norm_1: tensor(326.7422, device='cuda:0') (tensor(221.5021, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.3396 (0.34147833489082957) | > loader_time: 0.0035 (0.003309752490069415)  --> TIME: 2024-06-10 19:20:27 -- STEP: 99/330 -- GLOBAL_STEP: 121100 | > loss_disc: 2.226038932800293 (2.259205359401124) | > loss_disc_real_0: 0.13352662324905396 (0.11326694849765662) | > loss_disc_real_1: 0.16095203161239624 (0.2017271982298957) | > loss_disc_real_2: 0.19920913875102997 (0.21294951438903809) | > loss_disc_real_3: 0.2291601151227951 (0.2207207925090886) | > loss_disc_real_4: 0.22542458772659302 (0.21492353894493796) | > loss_disc_real_5: 0.2305421233177185 (0.2111394280436063) | > loss_0: 2.226038932800293 (2.259205359401124) | > grad_norm_0: tensor(12.5943, device='cuda:0') (tensor(16.8701, device='cuda:0')) | > loss_gen: 2.5776610374450684 (2.6089056188409963) | > loss_kl: 1.4360202550888062 (1.57903743873943) | > loss_feat: 7.236276149749756 (7.247995501816875) | > loss_mel: 20.39931869506836 (20.268174585669936) | > loss_duration: 2.0885000228881836 (2.1005911935459465) | > loss_1: 33.73777770996094 (33.80470468540384) | > grad_norm_1: tensor(150.2144, device='cuda:0') (tensor(219.3646, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.3556 (0.3438695055065733) | > loader_time: 0.004 (0.003382998283463295)  --> TIME: 2024-06-10 19:20:36 -- STEP: 124/330 -- GLOBAL_STEP: 121125 | > loss_disc: 2.2740955352783203 (2.261367279675698) | > loss_disc_real_0: 0.15305621922016144 (0.11346082785917867) | > loss_disc_real_1: 0.21984979510307312 (0.20177956310010725) | > loss_disc_real_2: 0.22267454862594604 (0.21322641545726406) | > loss_disc_real_3: 0.22943195700645447 (0.22202974053159838) | > loss_disc_real_4: 0.19209910929203033 (0.2146420972722192) | > loss_disc_real_5: 0.18946228921413422 (0.2108876401137921) | > loss_0: 2.2740955352783203 (2.261367279675698) | > grad_norm_0: tensor(23.7910, device='cuda:0') (tensor(17.3393, device='cuda:0')) | > loss_gen: 2.6819350719451904 (2.6096541804652045) | > loss_kl: 1.6624665260314941 (1.5915718299727286) | > loss_feat: 7.490050315856934 (7.254641825152982) | > loss_mel: 20.90312385559082 (20.23234739611226) | > loss_duration: 2.102614164352417 (2.0981262758854884) | > loss_1: 34.84019088745117 (33.78634174408451) | > grad_norm_1: tensor(229.0196, device='cuda:0') (tensor(222.6035, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.362 (0.3465975196130814) | > loader_time: 0.004 (0.003518192998824581)  --> TIME: 2024-06-10 19:20:46 -- STEP: 149/330 -- GLOBAL_STEP: 121150 | > loss_disc: 2.095651149749756 (2.2627285078867962) | > loss_disc_real_0: 0.06679649651050568 (0.11450469741385255) | > loss_disc_real_1: 0.17953723669052124 (0.20113017675060557) | > loss_disc_real_2: 0.1820596307516098 (0.21378691964501503) | > loss_disc_real_3: 0.18328765034675598 (0.22215939738206417) | > loss_disc_real_4: 0.18088620901107788 (0.21453453830424574) | > loss_disc_real_5: 0.19668561220169067 (0.21095904897923437) | > loss_0: 2.095651149749756 (2.2627285078867962) | > grad_norm_0: tensor(16.6522, device='cuda:0') (tensor(19.3416, device='cuda:0')) | > loss_gen: 2.9712815284729004 (2.611511801713264) | > loss_kl: 1.6833298206329346 (1.592755009663985) | > loss_feat: 7.592061519622803 (7.269408437229643) | > loss_mel: 20.502880096435547 (20.217782346994287) | > loss_duration: 2.119436502456665 (2.098364541194582) | > loss_1: 34.86899185180664 (33.789822290407734) | > grad_norm_1: tensor(166.3157, device='cuda:0') (tensor(227.9006, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.365 (0.3495657075971565) | > loader_time: 0.0046 (0.003647474634567364)  --> TIME: 2024-06-10 19:20:55 -- STEP: 174/330 -- GLOBAL_STEP: 121175 | > loss_disc: 2.3813366889953613 (2.264335244551471) | > loss_disc_real_0: 0.11330272257328033 (0.11297500852880807) | > loss_disc_real_1: 0.1777508407831192 (0.20086387784659177) | > loss_disc_real_2: 0.26222461462020874 (0.21423746842419963) | > loss_disc_real_3: 0.24292178452014923 (0.2217858032933597) | > loss_disc_real_4: 0.25471338629722595 (0.21510297984912477) | > loss_disc_real_5: 0.2563154399394989 (0.21093599686677428) | > loss_0: 2.3813366889953613 (2.264335244551471) | > grad_norm_0: tensor(28.8511, device='cuda:0') (tensor(20.0375, device='cuda:0')) | > loss_gen: 2.769029378890991 (2.630944889167259) | > loss_kl: 1.5179812908172607 (1.5906550308753709) | > loss_feat: 7.56850528717041 (7.306857235130223) | > loss_mel: 20.220394134521484 (20.198604024689775) | > loss_duration: 2.1874897480010986 (2.1004468373868637) | > loss_1: 34.263397216796875 (33.82750820291454) | > grad_norm_1: tensor(72.0174, device='cuda:0') (tensor(219.4075, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.3744 (0.35291222183183696) | > loader_time: 0.0047 (0.003798765697698484)  --> TIME: 2024-06-10 19:21:05 -- STEP: 199/330 -- GLOBAL_STEP: 121200 | > loss_disc: 2.321664810180664 (2.2661870328625224) | > loss_disc_real_0: 0.19591747224330902 (0.112313257670732) | > loss_disc_real_1: 0.20955932140350342 (0.20070488077012738) | > loss_disc_real_2: 0.26184961199760437 (0.2149139021209736) | > loss_disc_real_3: 0.24657131731510162 (0.22331933549900151) | > loss_disc_real_4: 0.24442635476589203 (0.21547747556887678) | > loss_disc_real_5: 0.232283353805542 (0.21172127165087504) | > loss_0: 2.321664810180664 (2.2661870328625224) | > grad_norm_0: tensor(27.0753, device='cuda:0') (tensor(21.9541, device='cuda:0')) | > loss_gen: 2.636977195739746 (2.6488324050328242) | > loss_kl: 1.4920936822891235 (1.5918202675766684) | > loss_feat: 7.065284729003906 (7.3531888357958) | > loss_mel: 19.932666778564453 (20.165715423660664) | > loss_duration: 2.210369110107422 (2.1061078405859455) | > loss_1: 33.3373908996582 (33.865664956557715) | > grad_norm_1: tensor(169.7901, device='cuda:0') (tensor(229.6346, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.385 (0.3563872965136965) | > loader_time: 0.0049 (0.003935872609890884)  --> TIME: 2024-06-10 19:21:15 -- STEP: 224/330 -- GLOBAL_STEP: 121225 | > loss_disc: 2.1891872882843018 (2.266922669751301) | > loss_disc_real_0: 0.09219934791326523 (0.11405417973375213) | > loss_disc_real_1: 0.20147283375263214 (0.20029878782640612) | > loss_disc_real_2: 0.18366211652755737 (0.21437633004305617) | > loss_disc_real_3: 0.20751065015792847 (0.222886758257768) | > loss_disc_real_4: 0.2684372663497925 (0.21577387170067855) | > loss_disc_real_5: 0.20572952926158905 (0.2109874897370381) | > loss_0: 2.1891872882843018 (2.266922669751301) | > grad_norm_0: tensor(8.1411, device='cuda:0') (tensor(22.1155, device='cuda:0')) | > loss_gen: 2.795929431915283 (2.6437032989093234) | > loss_kl: 1.4305912256240845 (1.5902841250811306) | > loss_feat: 7.923006057739258 (7.356289999825614) | > loss_mel: 21.028690338134766 (20.109567523002628) | > loss_duration: 2.2218964099884033 (2.1112297321004516) | > loss_1: 35.400115966796875 (33.811074869973346) | > grad_norm_1: tensor(132.8239, device='cuda:0') (tensor(227.8171, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.4162 (0.3610064727919443) | > loader_time: 0.0056 (0.00409441867044994)  --> TIME: 2024-06-10 19:21:26 -- STEP: 249/330 -- GLOBAL_STEP: 121250 | > loss_disc: 2.2611703872680664 (2.269777049980008) | > loss_disc_real_0: 0.1547795534133911 (0.11535661019773848) | > loss_disc_real_1: 0.19892042875289917 (0.20059029632304087) | > loss_disc_real_2: 0.23284830152988434 (0.21493909893983817) | > loss_disc_real_3: 0.21000537276268005 (0.22251933094966841) | > loss_disc_real_4: 0.19917453825473785 (0.21595634316584192) | > loss_disc_real_5: 0.17788760364055634 (0.2105105296076541) | > loss_0: 2.2611703872680664 (2.269777049980008) | > grad_norm_0: tensor(6.5790, device='cuda:0') (tensor(21.0486, device='cuda:0')) | > loss_gen: 2.5394845008850098 (2.63920883194031) | > loss_kl: 1.519726037979126 (1.5874350856106925) | > loss_feat: 7.1509222984313965 (7.356671036486645) | > loss_mel: 19.877595901489258 (20.098538034891032) | > loss_duration: 2.1626288890838623 (2.1176914819273116) | > loss_1: 33.25035858154297 (33.79954460634289) | > grad_norm_1: tensor(58.3974, device='cuda:0') (tensor(217.8874, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.4037 (0.36638674965824) | > loader_time: 0.0067 (0.004289247903479155)  --> TIME: 2024-06-10 19:21:37 -- STEP: 274/330 -- GLOBAL_STEP: 121275 | > loss_disc: 2.364914894104004 (2.2667092824504307) | > loss_disc_real_0: 0.12148424983024597 (0.11564676910910728) | > loss_disc_real_1: 0.27364373207092285 (0.2012816038880035) | > loss_disc_real_2: 0.23839706182479858 (0.21530024342945892) | > loss_disc_real_3: 0.2458481639623642 (0.22247640554704806) | > loss_disc_real_4: 0.24645499885082245 (0.21587420630193974) | > loss_disc_real_5: 0.2291884422302246 (0.2097254890921342) | > loss_0: 2.364914894104004 (2.2667092824504307) | > grad_norm_0: tensor(7.7465, device='cuda:0') (tensor(19.9897, device='cuda:0')) | > loss_gen: 2.5450947284698486 (2.641355587618195) | > loss_kl: 1.668238878250122 (1.5877503021790162) | > loss_feat: 8.116561889648438 (7.389180580194848) | > loss_mel: 19.60032081604004 (20.058040417023825) | > loss_duration: 2.192817449569702 (2.1242499294942303) | > loss_1: 34.12303161621094 (33.80057692005688) | > grad_norm_1: tensor(102.7245, device='cuda:0') (tensor(206.9986, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.4477 (0.37368940262898914) | > loader_time: 0.0069 (0.004461432895521181)  --> TIME: 2024-06-10 19:21:49 -- STEP: 299/330 -- GLOBAL_STEP: 121300 | > loss_disc: 2.2450764179229736 (2.269708445239624) | > loss_disc_real_0: 0.12731525301933289 (0.11638216698000263) | > loss_disc_real_1: 0.16286501288414001 (0.20151090691719564) | > loss_disc_real_2: 0.19822528958320618 (0.21531139598243612) | > loss_disc_real_3: 0.2213626354932785 (0.22258259091887586) | > loss_disc_real_4: 0.19958387315273285 (0.21582482989416463) | > loss_disc_real_5: 0.20444050431251526 (0.20987570495111094) | > loss_0: 2.2450764179229736 (2.269708445239624) | > grad_norm_0: tensor(38.5072, device='cuda:0') (tensor(19.8397, device='cuda:0')) | > loss_gen: 2.506633996963501 (2.635064549270681) | > loss_kl: 1.4976561069488525 (1.5878030197277513) | > loss_feat: 7.01723575592041 (7.400843948823552) | > loss_mel: 19.27918815612793 (20.01774699233448) | > loss_duration: 2.281620740890503 (2.13300172341707) | > loss_1: 32.582332611083984 (33.77446028540367) | > grad_norm_1: tensor(165.3149, device='cuda:0') (tensor(208.1573, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.4645 (0.3805429169964232) | > loader_time: 0.0066 (0.004652331904025384)  --> TIME: 2024-06-10 19:22:02 -- STEP: 324/330 -- GLOBAL_STEP: 121325 | > loss_disc: 2.2418456077575684 (2.2701310846540648) | > loss_disc_real_0: 0.15760095417499542 (0.11690498779263393) | > loss_disc_real_1: 0.19699905812740326 (0.20136155404242473) | > loss_disc_real_2: 0.2131870687007904 (0.2151669662123845) | > loss_disc_real_3: 0.260576456785202 (0.22247226844415252) | > loss_disc_real_4: 0.19832095503807068 (0.2160010709438794) | > loss_disc_real_5: 0.17813308537006378 (0.20954801832084302) | > loss_0: 2.2418456077575684 (2.2701310846540648) | > grad_norm_0: tensor(10.5272, device='cuda:0') (tensor(19.7956, device='cuda:0')) | > loss_gen: 2.680351972579956 (2.6336347549049943) | > loss_kl: 1.7271957397460938 (1.5921603860678488) | > loss_feat: 9.673829078674316 (7.461221406489242) | > loss_mel: 18.948287963867188 (19.98823203569578) | > loss_duration: 2.3306045532226562 (2.1460721062289343) | > loss_1: 35.360267639160156 (33.82132072213256) | > grad_norm_1: tensor(491.6825, device='cuda:0') (tensor(211.4855, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.5907 (0.39160714105323524) | > loader_time: 0.0094 (0.004916044664971626)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2115721702575684 (2.2115721702575684) | > loss_disc_real_0: 0.15245163440704346 (0.15245163440704346) | > loss_disc_real_1: 0.17548024654388428 (0.17548024654388428) | > loss_disc_real_2: 0.22899392247200012 (0.22899392247200012) | > loss_disc_real_3: 0.2633383870124817 (0.2633383870124817) | > loss_disc_real_4: 0.1483232080936432 (0.1483232080936432) | > loss_disc_real_5: 0.1920318752527237 (0.1920318752527237) | > loss_0: 2.2115721702575684 (2.2115721702575684) | > loss_gen: 2.4653213024139404 (2.4653213024139404) | > loss_kl: 1.3292617797851562 (1.3292617797851562) | > loss_feat: 6.830361843109131 (6.830361843109131) | > loss_mel: 17.773479461669922 (17.773479461669922) | > loss_duration: 2.7958991527557373 (2.7958991527557373) | > loss_1: 31.19432258605957 (31.19432258605957)  --> STEP: 1 | > loss_disc: 2.2132577896118164 (2.2132577896118164) | > loss_disc_real_0: 0.07020403444766998 (0.07020403444766998) | > loss_disc_real_1: 0.11560116708278656 (0.11560116708278656) | > loss_disc_real_2: 0.24308231472969055 (0.24308231472969055) | > loss_disc_real_3: 0.31613487005233765 (0.31613487005233765) | > loss_disc_real_4: 0.343472421169281 (0.343472421169281) | > loss_disc_real_5: 0.3210386335849762 (0.3210386335849762) | > loss_0: 2.2132577896118164 (2.2132577896118164) | > loss_gen: 2.8445119857788086 (2.8445119857788086) | > loss_kl: 1.817934274673462 (1.817934274673462) | > loss_feat: 7.065083026885986 (7.065083026885986) | > loss_mel: 20.199445724487305 (20.199445724487305) | > loss_duration: 2.3175981044769287 (2.3175981044769287) | > loss_1: 34.244571685791016 (34.244571685791016)  --> STEP: 2 | > loss_disc: 2.496166706085205 (2.3547122478485107) | > loss_disc_real_0: 0.17050153017044067 (0.12035278230905533) | > loss_disc_real_1: 0.15285879373550415 (0.13422998040914536) | > loss_disc_real_2: 0.27185434103012085 (0.2574683278799057) | > loss_disc_real_3: 0.27701911330223083 (0.29657699167728424) | > loss_disc_real_4: 0.23915420472621918 (0.2913133129477501) | > loss_disc_real_5: 0.27297157049179077 (0.2970051020383835) | > loss_0: 2.496166706085205 (2.3547122478485107) | > loss_gen: 2.511526107788086 (2.6780190467834473) | > loss_kl: 1.6223922967910767 (1.7201632857322693) | > loss_feat: 7.078657150268555 (7.0718700885772705) | > loss_mel: 21.24309539794922 (20.72127056121826) | > loss_duration: 2.4307031631469727 (2.3741506338119507) | > loss_1: 34.886375427246094 (34.565473556518555)  --> STEP: 3 | > loss_disc: 2.533823013305664 (2.4144158363342285) | > loss_disc_real_0: 0.11588131636381149 (0.11886229366064072) | > loss_disc_real_1: 0.1911977231502533 (0.15321922798951468) | > loss_disc_real_2: 0.3434688448905945 (0.28613516688346863) | > loss_disc_real_3: 0.2791846990585327 (0.29077956080436707) | > loss_disc_real_4: 0.27163830399513245 (0.2847549766302109) | > loss_disc_real_5: 0.29509004950523376 (0.29636675119400024) | > loss_0: 2.533823013305664 (2.4144158363342285) | > loss_gen: 2.61734676361084 (2.657794952392578) | > loss_kl: 1.7277324199676514 (1.7226863304773967) | > loss_feat: 4.800840854644775 (6.3148603439331055) | > loss_mel: 17.60745620727539 (19.683332443237305) | > loss_duration: 2.1319165229797363 (2.2934059302012124) | > loss_1: 28.885292053222656 (32.672079722086586)  --> STEP: 4 | > loss_disc: 2.3374764919281006 (2.3951810002326965) | > loss_disc_real_0: 0.07052031904459 (0.10677680000662804) | > loss_disc_real_1: 0.2028563916683197 (0.16562851890921593) | > loss_disc_real_2: 0.32212957739830017 (0.2951337695121765) | > loss_disc_real_3: 0.2770638167858124 (0.2873506247997284) | > loss_disc_real_4: 0.24573053419589996 (0.27499886602163315) | > loss_disc_real_5: 0.339173287153244 (0.3070683851838112) | > loss_0: 2.3374764919281006 (2.3951810002326965) | > loss_gen: 2.7019481658935547 (2.6688332557678223) | > loss_kl: 2.488922357559204 (1.9142453372478485) | > loss_feat: 6.948924541473389 (6.473376393318176) | > loss_mel: 20.479509353637695 (19.882376670837402) | > loss_duration: 2.17569637298584 (2.2639785408973694) | > loss_1: 34.79500198364258 (33.202810287475586)  --> STEP: 5 | > loss_disc: 2.3720877170562744 (2.390562343597412) | > loss_disc_real_0: 0.09379669278860092 (0.10418077856302262) | > loss_disc_real_1: 0.2024073600769043 (0.1729842871427536) | > loss_disc_real_2: 0.29548975825309753 (0.2952049672603607) | > loss_disc_real_3: 0.2975841164588928 (0.2893973231315613) | > loss_disc_real_4: 0.2813306748867035 (0.27626522779464724) | > loss_disc_real_5: 0.2804940640926361 (0.30175352096557617) | > loss_0: 2.3720877170562744 (2.390562343597412) | > loss_gen: 2.602834701538086 (2.655633544921875) | > loss_kl: 1.8131242990493774 (1.8940211296081544) | > loss_feat: 5.429925918579102 (6.2646862983703615) | > loss_mel: 20.47956657409668 (20.00181465148926) | > loss_duration: 2.331972599029541 (2.277577352523804) | > loss_1: 32.65742492675781 (33.09373321533203)  --> STEP: 6 | > loss_disc: 2.298576831817627 (2.3752314249674478) | > loss_disc_real_0: 0.06613048911094666 (0.09783906365434329) | > loss_disc_real_1: 0.1779285967350006 (0.17380833874146143) | > loss_disc_real_2: 0.2460821270942688 (0.2870178272326787) | > loss_disc_real_3: 0.27782994508743286 (0.28746942679087323) | > loss_disc_real_4: 0.2440313696861267 (0.2708929181098938) | > loss_disc_real_5: 0.2700086236000061 (0.29646270473798114) | > loss_0: 2.298576831817627 (2.3752314249674478) | > loss_gen: 2.4106578826904297 (2.614804267883301) | > loss_kl: 2.035632848739624 (1.9176230827967327) | > loss_feat: 5.517965316772461 (6.140232801437378) | > loss_mel: 21.219818115234375 (20.20481522878011) | > loss_duration: 2.1789867877960205 (2.26114559173584) | > loss_1: 33.363059997558594 (33.13862101236979)  --> STEP: 7 | > loss_disc: 2.194326400756836 (2.3493878500802174) | > loss_disc_real_0: 0.07176482677459717 (0.09411417267152242) | > loss_disc_real_1: 0.19180037081241608 (0.1763786290373121) | > loss_disc_real_2: 0.24467383325099945 (0.280968685235296) | > loss_disc_real_3: 0.22974243760108948 (0.2792227140494755) | > loss_disc_real_4: 0.2764781415462494 (0.2716908071722303) | > loss_disc_real_5: 0.3242873251438141 (0.300437650510243) | > loss_0: 2.194326400756836 (2.3493878500802174) | > loss_gen: 2.840435266494751 (2.6470372676849365) | > loss_kl: 2.833051919937134 (2.048398630959647) | > loss_feat: 6.947658061981201 (6.255579267229352) | > loss_mel: 21.420711517333984 (20.37851469857352) | > loss_duration: 2.4016826152801514 (2.281222309385027) | > loss_1: 36.44354248046875 (33.610752650669646)  --> STEP: 8 | > loss_disc: 2.5252819061279297 (2.3713746070861816) | > loss_disc_real_0: 0.09907016158103943 (0.09473367128521204) | > loss_disc_real_1: 0.1628417670726776 (0.1746865212917328) | > loss_disc_real_2: 0.24736788868904114 (0.2767685856670141) | > loss_disc_real_3: 0.27135276794433594 (0.2782389707863331) | > loss_disc_real_4: 0.20740531384944916 (0.26365512050688267) | > loss_disc_real_5: 0.26484254002571106 (0.2959882616996765) | > loss_0: 2.5252819061279297 (2.3713746070861816) | > loss_gen: 2.1059865951538086 (2.5794059336185455) | > loss_kl: 2.033999443054199 (2.046598732471466) | > loss_feat: 6.685949802398682 (6.309375584125519) | > loss_mel: 17.305112838745117 (19.99433946609497) | > loss_duration: 2.176867961883545 (2.268178015947342) | > loss_1: 30.307918548583984 (33.197898387908936)  --> STEP: 9 | > loss_disc: 2.5515406131744385 (2.391393052207099) | > loss_disc_real_0: 0.19293032586574554 (0.1056444106830491) | > loss_disc_real_1: 0.19682009518146515 (0.17714580727948082) | > loss_disc_real_2: 0.3787081837654114 (0.28809520767794716) | > loss_disc_real_3: 0.281680703163147 (0.278621385494868) | > loss_disc_real_4: 0.24115179479122162 (0.26115475098292035) | > loss_disc_real_5: 0.2765444815158844 (0.2938278416792552) | > loss_0: 2.5515406131744385 (2.391393052207099) | > loss_gen: 2.956936836242676 (2.6213538116878934) | > loss_kl: 1.8968455791473389 (2.0299594932132297) | > loss_feat: 9.71678352355957 (6.687976466284858) | > loss_mel: 20.920574188232422 (20.097254435221355) | > loss_duration: 2.0926568508148193 (2.2486756642659507) | > loss_1: 37.58379364013672 (33.685220082600914)  --> STEP: 10 | > loss_disc: 1.9625437259674072 (2.34850811958313) | > loss_disc_real_0: 0.07862256467342377 (0.10294222608208656) | > loss_disc_real_1: 0.14682090282440186 (0.17411331683397294) | > loss_disc_real_2: 0.26092490553855896 (0.28537817746400834) | > loss_disc_real_3: 0.2559589147567749 (0.27635513842105863) | > loss_disc_real_4: 0.17635022103786469 (0.2526742979884148) | > loss_disc_real_5: 0.19346100091934204 (0.28379115760326384) | > loss_0: 1.9625437259674072 (2.34850811958313) | > loss_gen: 2.8790454864501953 (2.6471229791641235) | > loss_kl: 1.38425612449646 (1.9653891563415526) | > loss_feat: 7.79484748840332 (6.798663568496704) | > loss_mel: 19.91619110107422 (20.07914810180664) | > loss_duration: 2.202237129211426 (2.244031810760498) | > loss_1: 34.176578521728516 (33.73435592651367)  --> STEP: 11 | > loss_disc: 2.1710636615753174 (2.332376805218783) | > loss_disc_real_0: 0.11472731083631516 (0.10401359742338007) | > loss_disc_real_1: 0.17622940242290497 (0.17430568825114856) | > loss_disc_real_2: 0.31299489736557007 (0.2878887883641503) | > loss_disc_real_3: 0.31157204508781433 (0.27955667539076373) | > loss_disc_real_4: 0.20045708119869232 (0.24792727828025818) | > loss_disc_real_5: 0.2334943562746048 (0.27921872111884033) | > loss_0: 2.1710636615753174 (2.332376805218783) | > loss_gen: 3.034578800201416 (2.682346235622059) | > loss_kl: 2.1839964389801025 (1.98526254567233) | > loss_feat: 7.607923984527588 (6.872232697226784) | > loss_mel: 20.206192016601562 (20.09069754860618) | > loss_duration: 2.3830666542053223 (2.256671341982755) | > loss_1: 35.4157600402832 (33.887210845947266)  --> STEP: 12 | > loss_disc: 2.0862467288970947 (2.311865965525309) | > loss_disc_real_0: 0.04985056072473526 (0.09950001103182633) | > loss_disc_real_1: 0.15008410811424255 (0.17228722323973975) | > loss_disc_real_2: 0.30182793736457825 (0.289050384114186) | > loss_disc_real_3: 0.20544104278087616 (0.2733803726732731) | > loss_disc_real_4: 0.1553000807762146 (0.2402083451549212) | > loss_disc_real_5: 0.21032239496707916 (0.2734773606061936) | > loss_0: 2.0862467288970947 (2.311865965525309) | > loss_gen: 2.526853561401367 (2.6693885127703347) | > loss_kl: 2.2647972106933594 (2.0085571010907493) | > loss_feat: 7.434481620788574 (6.919086774190267) | > loss_mel: 19.48910140991211 (20.04056453704834) | > loss_duration: 2.1549978256225586 (2.2481985489527383) | > loss_1: 33.87023162841797 (33.88579591115316)  --> STEP: 13 | > loss_disc: 2.36795973777771 (2.316180871083186) | > loss_disc_real_0: 0.12425414472818375 (0.10140417516231537) | > loss_disc_real_1: 0.15853475034236908 (0.17122934070917276) | > loss_disc_real_2: 0.2226378619670868 (0.28394172856440913) | > loss_disc_real_3: 0.2430095374584198 (0.27104415457982284) | > loss_disc_real_4: 0.1998152881860733 (0.2371011869265483) | > loss_disc_real_5: 0.2657768130302429 (0.2728850107926589) | > loss_0: 2.36795973777771 (2.316180871083186) | > loss_gen: 2.4023964405059814 (2.6488506610576925) | > loss_kl: 2.0971109867095947 (2.015368938446045) | > loss_feat: 5.862898349761963 (6.837841510772705) | > loss_mel: 18.998214721679688 (19.96038378201998) | > loss_duration: 2.0852041244506836 (2.235660516298734) | > loss_1: 31.44582748413086 (33.69810603215144)  --> STEP: 14 | > loss_disc: 2.395801305770874 (2.3218680449894498) | > loss_disc_real_0: 0.1356034129858017 (0.10384697786399297) | > loss_disc_real_1: 0.1408679485321045 (0.16906066983938217) | > loss_disc_real_2: 0.24937140941619873 (0.28147242005382267) | > loss_disc_real_3: 0.2664615511894226 (0.2707168257662228) | > loss_disc_real_4: 0.27501147985458374 (0.23980906499283655) | > loss_disc_real_5: 0.27211037278175354 (0.27282967950616566) | > loss_0: 2.395801305770874 (2.3218680449894498) | > loss_gen: 2.6689162254333496 (2.6502839156559537) | > loss_kl: 2.2705628871917725 (2.033597077642168) | > loss_feat: 8.565679550170898 (6.961258513586862) | > loss_mel: 22.235061645507812 (20.122860772269114) | > loss_duration: 2.3801422119140625 (2.2459806374141147) | > loss_1: 38.120361328125 (34.01398141043527)  --> STEP: 15 | > loss_disc: 2.259943723678589 (2.317739756902059) | > loss_disc_real_0: 0.1301896870136261 (0.1056031584739685) | > loss_disc_real_1: 0.15315645933151245 (0.16800038913885754) | > loss_disc_real_2: 0.3429727256298065 (0.2855724404255549) | > loss_disc_real_3: 0.2737031579017639 (0.2709159145752589) | > loss_disc_real_4: 0.22730746865272522 (0.2389756252368291) | > loss_disc_real_5: 0.24581611156463623 (0.27102877497673034) | > loss_0: 2.259943723678589 (2.317739756902059) | > loss_gen: 2.6830835342407227 (2.6524705568949383) | > loss_kl: 2.350324869155884 (2.0547122637430824) | > loss_feat: 8.114640235900879 (7.038150628407796) | > loss_mel: 18.573909759521484 (20.01959737141927) | > loss_duration: 2.2689127922058105 (2.2475094477335613) | > loss_1: 33.99087142944336 (34.01244074503581)  --> STEP: 16 | > loss_disc: 2.408897876739502 (2.323437139391899) | > loss_disc_real_0: 0.04506590589880943 (0.10181958018802106) | > loss_disc_real_1: 0.08534932881593704 (0.162834697868675) | > loss_disc_real_2: 0.24951757490634918 (0.28331901133060455) | > loss_disc_real_3: 0.36522185802459717 (0.27681003604084253) | > loss_disc_real_4: 0.20734567940235138 (0.23699875362217426) | > loss_disc_real_5: 0.22154325246810913 (0.2679359298199415) | > loss_0: 2.408897876739502 (2.323437139391899) | > loss_gen: 2.664372205734253 (2.6532144099473953) | > loss_kl: 1.7298469543457031 (2.0344081819057465) | > loss_feat: 9.216130256652832 (7.174274355173111) | > loss_mel: 20.261016845703125 (20.03468608856201) | > loss_duration: 2.3772640228271484 (2.2556191086769104) | > loss_1: 36.248626708984375 (34.15220236778259)  --> STEP: 17 | > loss_disc: 2.100403308868408 (2.310317502302282) | > loss_disc_real_0: 0.09227434545755386 (0.10125809579211123) | > loss_disc_real_1: 0.18427559733390808 (0.1640959272489828) | > loss_disc_real_2: 0.3740397095680237 (0.2886555229916292) | > loss_disc_real_3: 0.21914860606193542 (0.2734181872185539) | > loss_disc_real_4: 0.19243106245994568 (0.23437712473027847) | > loss_disc_real_5: 0.23164817690849304 (0.2658013561192681) | > loss_0: 2.100403308868408 (2.310317502302282) | > loss_gen: 2.886171340942383 (2.6669177588294533) | > loss_kl: 1.6561932563781738 (2.0121602451100067) | > loss_feat: 7.97422981262207 (7.221330558552461) | > loss_mel: 21.930105209350586 (20.14618133096134) | > loss_duration: 2.3333849906921387 (2.260193572324865) | > loss_1: 36.780086517333984 (34.30678378834444)  --> STEP: 18 | > loss_disc: 2.313004970550537 (2.3104668060938516) | > loss_disc_real_0: 0.08634345233440399 (0.10042950448890527) | > loss_disc_real_1: 0.1495586484670639 (0.16328830064998734) | > loss_disc_real_2: 0.208159402012825 (0.2841835162705845) | > loss_disc_real_3: 0.22154052555561066 (0.2705360949039459) | > loss_disc_real_4: 0.21712307631969452 (0.23341856648524603) | > loss_disc_real_5: 0.2415882796049118 (0.26445618520180386) | > loss_0: 2.313004970550537 (2.3104668060938516) | > loss_gen: 2.354796886444092 (2.6495777103636) | > loss_kl: 2.660043954849243 (2.0481537845399647) | > loss_feat: 7.071567058563232 (7.213010364108616) | > loss_mel: 21.792097091674805 (20.23762109544542) | > loss_duration: 2.208517551422119 (2.2573226822747126) | > loss_1: 36.0870246887207 (34.40568606058756)  --> STEP: 19 | > loss_disc: 2.3742363452911377 (2.313823097630551) | > loss_disc_real_0: 0.10614295303821564 (0.10073021230729003) | > loss_disc_real_1: 0.1284450739622116 (0.1614544466137886) | > loss_disc_real_2: 0.2922598123550415 (0.2846085844855559) | > loss_disc_real_3: 0.29791387915611267 (0.27197703091721787) | > loss_disc_real_4: 0.24926242232322693 (0.23425245363461344) | > loss_disc_real_5: 0.18968266248703003 (0.2605207366378684) | > loss_0: 2.3742363452911377 (2.313823097630551) | > loss_gen: 2.3057613372802734 (2.631482111780267) | > loss_kl: 1.6289335489273071 (2.0260895616129826) | > loss_feat: 7.733974933624268 (7.2404295519778605) | > loss_mel: 18.891849517822266 (20.166791012412624) | > loss_duration: 2.2726078033447266 (2.258127162331029) | > loss_1: 32.833126068115234 (34.322919745194284)  --> STEP: 20 | > loss_disc: 2.3029606342315674 (2.3132799744606016) | > loss_disc_real_0: 0.064827099442482 (0.09893505666404963) | > loss_disc_real_1: 0.19349037110805511 (0.16305624283850192) | > loss_disc_real_2: 0.2822897136211395 (0.2844926409423351) | > loss_disc_real_3: 0.24143652617931366 (0.2704500056803226) | > loss_disc_real_4: 0.2892683446407318 (0.23700324818491936) | > loss_disc_real_5: 0.25773072242736816 (0.26038123592734336) | > loss_0: 2.3029606342315674 (2.3132799744606016) | > loss_gen: 2.7228424549102783 (2.6360501289367675) | > loss_kl: 1.8072783946990967 (2.0151490032672883) | > loss_feat: 6.511423587799072 (7.203979253768921) | > loss_mel: 20.852062225341797 (20.201054573059082) | > loss_duration: 2.2809371948242188 (2.2592676639556886) | > loss_1: 34.17454528808594 (34.315501022338864)  --> STEP: 21 | > loss_disc: 2.1291184425354004 (2.304510377702259) | > loss_disc_real_0: 0.10681679844856262 (0.09931037770140738) | > loss_disc_real_1: 0.13399651646614075 (0.16167244634457997) | > loss_disc_real_2: 0.1876436322927475 (0.27988078338759287) | > loss_disc_real_3: 0.21614107489585876 (0.2678638661191577) | > loss_disc_real_4: 0.1874341070652008 (0.2346428128935042) | > loss_disc_real_5: 0.22347882390022278 (0.2586239782117662) | > loss_0: 2.1291184425354004 (2.304510377702259) | > loss_gen: 2.4121780395507812 (2.6253895532517206) | > loss_kl: 1.8361866474151611 (2.006626986321949) | > loss_feat: 5.607481956481934 (7.127955572945731) | > loss_mel: 20.097063064575195 (20.196102596464613) | > loss_duration: 2.1054787635803223 (2.251944382985433) | > loss_1: 32.058387756347656 (34.20801943824405)  --> STEP: 22 | > loss_disc: 2.1754117012023926 (2.298642256043174) | > loss_disc_real_0: 0.060202356427907944 (0.09753274037079378) | > loss_disc_real_1: 0.14354881644248962 (0.16084864498539406) | > loss_disc_real_2: 0.3357112407684326 (0.2824185314503583) | > loss_disc_real_3: 0.33990225195884705 (0.27113833820277994) | > loss_disc_real_4: 0.24614937603473663 (0.23516583849083295) | > loss_disc_real_5: 0.1871686726808548 (0.25537600977854297) | > loss_0: 2.1754117012023926 (2.298642256043174) | > loss_gen: 3.095856189727783 (2.646774400364269) | > loss_kl: 1.5450762510299683 (1.9856474074450405) | > loss_feat: 9.031274795532227 (7.214470083063299) | > loss_mel: 21.454025268554688 (20.253280899741434) | > loss_duration: 2.1236047744750977 (2.2461107644167813) | > loss_1: 37.24983596801758 (34.34628382596103)  --> STEP: 23 | > loss_disc: 2.4731993675231934 (2.30623169567274) | > loss_disc_real_0: 0.10085394978523254 (0.0976771407801172) | > loss_disc_real_1: 0.16965320706367493 (0.16123145203227585) | > loss_disc_real_2: 0.22368811070919037 (0.2798650348963944) | > loss_disc_real_3: 0.25309595465660095 (0.2703538867442504) | > loss_disc_real_4: 0.2198333889245987 (0.23449921024882275) | > loss_disc_real_5: 0.2954387366771698 (0.2571178674697876) | > loss_0: 2.4731993675231934 (2.30623169567274) | > loss_gen: 2.1146631240844727 (2.6236391274825386) | > loss_kl: 2.198936939239502 (1.9949208653491477) | > loss_feat: 5.589094638824463 (7.143801585487697) | > loss_mel: 18.683992385864258 (20.18505096435547) | > loss_duration: 2.272435188293457 (2.2472553045853325) | > loss_1: 30.859119415283203 (34.194667982018515)  --> STEP: 24 | > loss_disc: 2.2355024814605713 (2.303284645080566) | > loss_disc_real_0: 0.08429308235645294 (0.0971194716791312) | > loss_disc_real_1: 0.1461363583803177 (0.16060248979677758) | > loss_disc_real_2: 0.3356758952140808 (0.2821904874096313) | > loss_disc_real_3: 0.2880442440509796 (0.27109098496536416) | > loss_disc_real_4: 0.21156464517116547 (0.23354360337058702) | > loss_disc_real_5: 0.25775346159935 (0.25714435055851936) | > loss_0: 2.2355024814605713 (2.303284645080566) | > loss_gen: 2.5814919471740723 (2.621882994969686) | > loss_kl: 1.6628167629241943 (1.9810831944147747) | > loss_feat: 7.541731357574463 (7.160381992657979) | > loss_mel: 20.429981231689453 (20.195256392161053) | > loss_duration: 2.434947967529297 (2.255075832207998) | > loss_1: 34.650970458984375 (34.213680585225426)  --> STEP: 25 | > loss_disc: 2.384359836578369 (2.306527652740478) | > loss_disc_real_0: 0.06008465588092804 (0.09563807904720306) | > loss_disc_real_1: 0.1715697944164276 (0.16104118198156356) | > loss_disc_real_2: 0.2905958890914917 (0.2825267034769057) | > loss_disc_real_3: 0.22542627155780792 (0.2692643964290619) | > loss_disc_real_4: 0.2285202145576477 (0.23334266781806945) | > loss_disc_real_5: 0.22608286142349243 (0.2559018909931183) | > loss_0: 2.384359836578369 (2.306527652740478) | > loss_gen: 2.3025810718536377 (2.609110918045044) | > loss_kl: 2.36755108833313 (1.9965419101715087) | > loss_feat: 7.17004919052124 (7.1607686805725095) | > loss_mel: 19.971853256225586 (20.186320266723634) | > loss_duration: 2.366093873977661 (2.2595165538787843) | > loss_1: 34.17812728881836 (34.21225845336914)  --> STEP: 26 | > loss_disc: 2.190399169921875 (2.3020611726320706) | > loss_disc_real_0: 0.07381969690322876 (0.09479891050320405) | > loss_disc_real_1: 0.1758970022201538 (0.1616125596830478) | > loss_disc_real_2: 0.37173211574554443 (0.28595768087185336) | > loss_disc_real_3: 0.22911439836025238 (0.26772016573410773) | > loss_disc_real_4: 0.15459613502025604 (0.23031395501815355) | > loss_disc_real_5: 0.17292824387550354 (0.25271059687321) | > loss_0: 2.190399169921875 (2.3020611726320706) | > loss_gen: 2.8651556968688965 (2.6189587941536536) | > loss_kl: 1.7848317623138428 (1.9883992121769831) | > loss_feat: 13.886119842529297 (7.419436032955463) | > loss_mel: 21.67138671875 (20.243438207186184) | > loss_duration: 2.306337833404541 (2.2613173723220825) | > loss_1: 42.513832092285156 (34.5315497471736) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024457986538226786 (+8.270373711219197e-05) | > avg_loss_disc: 2.3020611726320706 (+0.01013927276317883) | > avg_loss_disc_real_0: 0.09479891050320405 (-0.042911126493261426) | > avg_loss_disc_real_1: 0.1616125596830478 (+0.03441637611159909) | > avg_loss_disc_real_2: 0.28595768087185336 (+0.009841691989164958) | > avg_loss_disc_real_3: 0.26772016573410773 (-0.013911504011887732) | > avg_loss_disc_real_4: 0.23031395501815355 (-0.01613278400439483) | > avg_loss_disc_real_5: 0.25271059687321 (-0.039381410066898104) | > avg_loss_0: 2.3020611726320706 (+0.01013927276317883) | > avg_loss_gen: 2.6189587941536536 (-0.3748869620836697) | > avg_loss_kl: 1.9883992121769831 (-0.017262720144712196) | > avg_loss_feat: 7.419436032955463 (-0.17588035876934338) | > avg_loss_mel: 20.243438207186184 (-0.08963926021869639) | > avg_loss_duration: 2.2613173723220825 (-0.015408479250394347) | > avg_loss_1: 34.5315497471736 (-0.6730769964364924)  > EPOCH: 101/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:22:25)   --> TIME: 2024-06-10 19:22:32 -- STEP: 19/330 -- GLOBAL_STEP: 121350 | > loss_disc: 2.2872281074523926 (2.330484628677368) | > loss_disc_real_0: 0.09295597672462463 (0.11387245788385994) | > loss_disc_real_1: 0.20117402076721191 (0.19998684133353986) | > loss_disc_real_2: 0.22472216188907623 (0.22028286833512156) | > loss_disc_real_3: 0.2201990783214569 (0.2279651165008545) | > loss_disc_real_4: 0.22984901070594788 (0.22517114093429164) | > loss_disc_real_5: 0.19825978577136993 (0.22063105200466357) | > loss_0: 2.2872281074523926 (2.330484628677368) | > grad_norm_0: tensor(6.6576, device='cuda:0') (tensor(19.4522, device='cuda:0')) | > loss_gen: 2.5458285808563232 (2.515789270401001) | > loss_kl: 1.6530847549438477 (1.6166353853125321) | > loss_feat: 7.783200263977051 (6.74770480708072) | > loss_mel: 19.25935173034668 (20.017263814022666) | > loss_duration: 2.1199703216552734 (2.208213868894075) | > loss_1: 33.36143493652344 (33.10560688219572) | > grad_norm_1: tensor(111.9220, device='cuda:0') (tensor(193.5034, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3498 (0.3438666243302195) | > loader_time: 0.0034 (0.0031872548555072987)  --> TIME: 2024-06-10 19:22:41 -- STEP: 44/330 -- GLOBAL_STEP: 121375 | > loss_disc: 2.165970802307129 (2.284962561997501) | > loss_disc_real_0: 0.11265958845615387 (0.11303129487416962) | > loss_disc_real_1: 0.21485964953899384 (0.19938163222237068) | > loss_disc_real_2: 0.23662316799163818 (0.214223904365843) | > loss_disc_real_3: 0.22250384092330933 (0.22353535450317644) | > loss_disc_real_4: 0.2037733942270279 (0.21754741296172142) | > loss_disc_real_5: 0.1835576742887497 (0.21552454815669495) | > loss_0: 2.165970802307129 (2.284962561997501) | > grad_norm_0: tensor(28.0605, device='cuda:0') (tensor(21.5899, device='cuda:0')) | > loss_gen: 2.782010555267334 (2.5840025002306164) | > loss_kl: 1.5839850902557373 (1.6447545100342145) | > loss_feat: 7.672565937042236 (7.05696194822138) | > loss_mel: 20.277332305908203 (20.059731310064144) | > loss_duration: 2.028639554977417 (2.1354069980708035) | > loss_1: 34.34453201293945 (33.48085715553977) | > grad_norm_1: tensor(215.9397, device='cuda:0') (tensor(238.0516, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3562 (0.349519664591009) | > loader_time: 0.0034 (0.003324887969277122)  --> TIME: 2024-06-10 19:22:50 -- STEP: 69/330 -- GLOBAL_STEP: 121400 | > loss_disc: 2.24552059173584 (2.261781156926915) | > loss_disc_real_0: 0.08296674489974976 (0.11279687846916309) | > loss_disc_real_1: 0.20738326013088226 (0.20027171442474145) | > loss_disc_real_2: 0.240696519613266 (0.21518196035986362) | > loss_disc_real_3: 0.19636580348014832 (0.2212489510791889) | > loss_disc_real_4: 0.19951698184013367 (0.21364777891532236) | > loss_disc_real_5: 0.1908922642469406 (0.21180224008318307) | > loss_0: 2.24552059173584 (2.261781156926915) | > grad_norm_0: tensor(11.7680, device='cuda:0') (tensor(18.0661, device='cuda:0')) | > loss_gen: 2.507239580154419 (2.6036589974942417) | > loss_kl: 1.565374732017517 (1.63477517383686) | > loss_feat: 7.891757488250732 (7.202296498892964) | > loss_mel: 19.57957649230957 (20.14001749563909) | > loss_duration: 2.035384178161621 (2.108911320783089) | > loss_1: 33.5793342590332 (33.68965945036515) | > grad_norm_1: tensor(59.5787, device='cuda:0') (tensor(204.2400, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3489 (0.34727607602658483) | > loader_time: 0.0034 (0.0033587130947389464)  --> TIME: 2024-06-10 19:22:59 -- STEP: 94/330 -- GLOBAL_STEP: 121425 | > loss_disc: 2.2771835327148438 (2.262554483210786) | > loss_disc_real_0: 0.13084805011749268 (0.11396277410552856) | > loss_disc_real_1: 0.19231602549552917 (0.19959855063798576) | > loss_disc_real_2: 0.2106066346168518 (0.2147859607605224) | > loss_disc_real_3: 0.22406333684921265 (0.2214723620960053) | > loss_disc_real_4: 0.215066060423851 (0.2139943205612771) | > loss_disc_real_5: 0.20294341444969177 (0.2113516725441243) | > loss_0: 2.2771835327148438 (2.262554483210786) | > grad_norm_0: tensor(6.2611, device='cuda:0') (tensor(15.8097, device='cuda:0')) | > loss_gen: 2.5247137546539307 (2.605950875485197) | > loss_kl: 1.6033703088760376 (1.629107047902777) | > loss_feat: 7.063161849975586 (7.201856486340787) | > loss_mel: 20.27837562561035 (20.06597307895093) | > loss_duration: 2.096248149871826 (2.0983105644266637) | > loss_1: 33.56586837768555 (33.60119801379265) | > grad_norm_1: tensor(162.1340, device='cuda:0') (tensor(178.8254, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3573 (0.34806182283036247) | > loader_time: 0.0038 (0.0034432664830633935)  --> TIME: 2024-06-10 19:23:08 -- STEP: 119/330 -- GLOBAL_STEP: 121450 | > loss_disc: 2.2631540298461914 (2.265809682236999) | > loss_disc_real_0: 0.10432314872741699 (0.11527321562797081) | > loss_disc_real_1: 0.1839817762374878 (0.1993731623437224) | > loss_disc_real_2: 0.22351445257663727 (0.2134390399486077) | > loss_disc_real_3: 0.20662842690944672 (0.22223923223860123) | > loss_disc_real_4: 0.2151317149400711 (0.21536846521521816) | > loss_disc_real_5: 0.20071972906589508 (0.21136005160187474) | > loss_0: 2.2631540298461914 (2.265809682236999) | > grad_norm_0: tensor(19.3689, device='cuda:0') (tensor(15.6445, device='cuda:0')) | > loss_gen: 2.6411800384521484 (2.604658377270739) | > loss_kl: 1.584871530532837 (1.632788847474491) | > loss_feat: 7.524144649505615 (7.224827265539089) | > loss_mel: 20.72357940673828 (20.09757248694156) | > loss_duration: 2.0640032291412354 (2.094319481809598) | > loss_1: 34.53778076171875 (33.65416634182971) | > grad_norm_1: tensor(217.4040, device='cuda:0') (tensor(182.9570, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3535 (0.3497236335978788) | > loader_time: 0.0049 (0.003530848927858497)  --> TIME: 2024-06-10 19:23:18 -- STEP: 144/330 -- GLOBAL_STEP: 121475 | > loss_disc: 2.1624813079833984 (2.2658576766649876) | > loss_disc_real_0: 0.10222648084163666 (0.11495115463104513) | > loss_disc_real_1: 0.2325078845024109 (0.20103517236808932) | > loss_disc_real_2: 0.20662112534046173 (0.21389794918811983) | > loss_disc_real_3: 0.1879211813211441 (0.22042623441666365) | > loss_disc_real_4: 0.18360629677772522 (0.21453481219294993) | > loss_disc_real_5: 0.1747763305902481 (0.21145683268292081) | > loss_0: 2.1624813079833984 (2.2658576766649876) | > grad_norm_0: tensor(39.3520, device='cuda:0') (tensor(15.7214, device='cuda:0')) | > loss_gen: 2.8285317420959473 (2.6103448337978783) | > loss_kl: 1.6141315698623657 (1.632273296515147) | > loss_feat: 7.251962661743164 (7.255839063061608) | > loss_mel: 19.307981491088867 (20.096705317497257) | > loss_duration: 2.063797950744629 (2.0955265578296434) | > loss_1: 33.06640625 (33.69068898095025) | > grad_norm_1: tensor(419.8424, device='cuda:0') (tensor(190.1897, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3688 (0.3528990778658124) | > loader_time: 0.0043 (0.003669068217277527)  --> TIME: 2024-06-10 19:23:27 -- STEP: 169/330 -- GLOBAL_STEP: 121500 | > loss_disc: 2.1582393646240234 (2.2641002934359933) | > loss_disc_real_0: 0.16697150468826294 (0.11600840307728073) | > loss_disc_real_1: 0.1570921540260315 (0.20097325662889423) | > loss_disc_real_2: 0.18615928292274475 (0.21308142202493002) | > loss_disc_real_3: 0.21319875121116638 (0.22179541935229444) | > loss_disc_real_4: 0.19530244171619415 (0.21470948251394126) | > loss_disc_real_5: 0.2270098477602005 (0.2114809571638615) | > loss_0: 2.1582393646240234 (2.2641002934359933) | > grad_norm_0: tensor(39.1933, device='cuda:0') (tensor(17.6089, device='cuda:0')) | > loss_gen: 2.803222417831421 (2.6254354256850014) | > loss_kl: 1.6558283567428589 (1.6318564168094882) | > loss_feat: 7.919145584106445 (7.29272690609362) | > loss_mel: 19.86387062072754 (20.096675195637538) | > loss_duration: 2.122223377227783 (2.0979974396835406) | > loss_1: 34.364288330078125 (33.744691318308824) | > grad_norm_1: tensor(199.8120, device='cuda:0') (tensor(207.6306, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3934 (0.35766360604551406) | > loader_time: 0.0049 (0.0038143967735696825) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_121500.pth  --> TIME: 2024-06-10 19:23:42 -- STEP: 194/330 -- GLOBAL_STEP: 121525 | > loss_disc: 2.3256325721740723 (2.26885764254737) | > loss_disc_real_0: 0.1574179232120514 (0.1163821330620456) | > loss_disc_real_1: 0.1849690079689026 (0.2009695543302703) | > loss_disc_real_2: 0.198461651802063 (0.21396248933580733) | > loss_disc_real_3: 0.22499819099903107 (0.2220868683352913) | > loss_disc_real_4: 0.25403088331222534 (0.21507332650656552) | > loss_disc_real_5: 0.2471276968717575 (0.21177065311018953) | > loss_0: 2.3256325721740723 (2.26885764254737) | > grad_norm_0: tensor(11.0454, device='cuda:0') (tensor(19.6136, device='cuda:0')) | > loss_gen: 2.716024875640869 (2.630467637298033) | > loss_kl: 1.655964970588684 (1.631337509941809) | > loss_feat: 6.686705112457275 (7.300881152300491) | > loss_mel: 19.827726364135742 (20.092763910588527) | > loss_duration: 2.100884199142456 (2.103261861604513) | > loss_1: 32.9873046875 (33.75871201151426) | > grad_norm_1: tensor(432.3270, device='cuda:0') (tensor(224.4681, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3841 (0.3622335723994932) | > loader_time: 0.0049 (0.003976374557337809)  --> TIME: 2024-06-10 19:23:52 -- STEP: 219/330 -- GLOBAL_STEP: 121550 | > loss_disc: 2.303157329559326 (2.271685983492358) | > loss_disc_real_0: 0.1345614492893219 (0.11610281538881667) | > loss_disc_real_1: 0.13453751802444458 (0.20142080855968336) | > loss_disc_real_2: 0.20787183940410614 (0.21420435103923763) | > loss_disc_real_3: 0.20239229500293732 (0.2213021939339703) | > loss_disc_real_4: 0.1893753856420517 (0.21439909581180033) | > loss_disc_real_5: 0.21625255048274994 (0.21173625211465305) | > loss_0: 2.303157329559326 (2.271685983492358) | > grad_norm_0: tensor(44.5973, device='cuda:0') (tensor(20.6677, device='cuda:0')) | > loss_gen: 2.791517496109009 (2.6285401501067693) | > loss_kl: 1.8050322532653809 (1.6332070343026288) | > loss_feat: 7.688492774963379 (7.326709211689153) | > loss_mel: 20.455232620239258 (20.081276253478176) | > loss_duration: 2.1636266708374023 (2.1086059302499827) | > loss_1: 34.90390396118164 (33.778338549888325) | > grad_norm_1: tensor(336.4870, device='cuda:0') (tensor(237.3570, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.3969 (0.36561773901116346) | > loader_time: 0.0053 (0.004113019873562468)  --> TIME: 2024-06-10 19:24:02 -- STEP: 244/330 -- GLOBAL_STEP: 121575 | > loss_disc: 2.2980051040649414 (2.27066953944378) | > loss_disc_real_0: 0.14188915491104126 (0.11769297279295374) | > loss_disc_real_1: 0.293260395526886 (0.20140917306063605) | > loss_disc_real_2: 0.2529875934123993 (0.2142307594662807) | > loss_disc_real_3: 0.22960345447063446 (0.22155512325832102) | > loss_disc_real_4: 0.21260006725788116 (0.21644661483950303) | > loss_disc_real_5: 0.20221087336540222 (0.21236365996911877) | > loss_0: 2.2980051040649414 (2.27066953944378) | > grad_norm_0: tensor(11.2525, device='cuda:0') (tensor(22.1121, device='cuda:0')) | > loss_gen: 2.616487503051758 (2.6342429440529616) | > loss_kl: 1.6179263591766357 (1.635027227343106) | > loss_feat: 7.395148754119873 (7.336995427725745) | > loss_mel: 20.12303924560547 (20.05469104110218) | > loss_duration: 2.093381404876709 (2.1153472974652137) | > loss_1: 33.84598159790039 (33.77630389323) | > grad_norm_1: tensor(131.3427, device='cuda:0') (tensor(249.8839, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.4304 (0.3700274629671064) | > loader_time: 0.0058 (0.004243027968484844)  --> TIME: 2024-06-10 19:24:13 -- STEP: 269/330 -- GLOBAL_STEP: 121600 | > loss_disc: 2.2991979122161865 (2.267306012291889) | > loss_disc_real_0: 0.14553993940353394 (0.11812120149791462) | > loss_disc_real_1: 0.20305360853672028 (0.2012655369965117) | > loss_disc_real_2: 0.22010093927383423 (0.21414186885808922) | > loss_disc_real_3: 0.2136012315750122 (0.22094026097134586) | > loss_disc_real_4: 0.22570781409740448 (0.21612810955614847) | > loss_disc_real_5: 0.2029659003019333 (0.21136298520857516) | > loss_0: 2.2991979122161865 (2.267306012291889) | > grad_norm_0: tensor(23.9901, device='cuda:0') (tensor(21.6900, device='cuda:0')) | > loss_gen: 2.546417236328125 (2.634380584312637) | > loss_kl: 1.4986835718154907 (1.6345435084020339) | > loss_feat: 7.642072677612305 (7.375593717213457) | > loss_mel: 19.661991119384766 (20.031751037087147) | > loss_duration: 2.2081050872802734 (2.121567532918709) | > loss_1: 33.55727005004883 (33.797836296620424) | > grad_norm_1: tensor(124.3800, device='cuda:0') (tensor(255.8212, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.4401 (0.37501631084427944) | > loader_time: 0.0061 (0.004389800989938046)  --> TIME: 2024-06-10 19:24:24 -- STEP: 294/330 -- GLOBAL_STEP: 121625 | > loss_disc: 2.2986631393432617 (2.2674834736350435) | > loss_disc_real_0: 0.09886715561151505 (0.1185957967829542) | > loss_disc_real_1: 0.18808744847774506 (0.20171500037924775) | > loss_disc_real_2: 0.19961492717266083 (0.2141656833035605) | > loss_disc_real_3: 0.23020468652248383 (0.22075258058552838) | > loss_disc_real_4: 0.23547759652137756 (0.21570168790363126) | > loss_disc_real_5: 0.22774338722229004 (0.21121316626161135) | > loss_0: 2.2986631393432617 (2.2674834736350435) | > grad_norm_0: tensor(42.1780, device='cuda:0') (tensor(22.2628, device='cuda:0')) | > loss_gen: 2.6348533630371094 (2.6334653671095967) | > loss_kl: 1.618375301361084 (1.6294302125366367) | > loss_feat: 7.351749897003174 (7.386167626802615) | > loss_mel: 20.10708236694336 (19.987999195955243) | > loss_duration: 2.256552219390869 (2.129975957935358) | > loss_1: 33.96861267089844 (33.76703829343628) | > grad_norm_1: tensor(417.5886, device='cuda:0') (tensor(262.4017, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.4616 (0.38129309083328744) | > loader_time: 0.0076 (0.004561033378652974)  --> TIME: 2024-06-10 19:24:37 -- STEP: 319/330 -- GLOBAL_STEP: 121650 | > loss_disc: 2.2580442428588867 (2.26889272319112) | > loss_disc_real_0: 0.14988155663013458 (0.11881800098665829) | > loss_disc_real_1: 0.197687029838562 (0.20223140123309022) | > loss_disc_real_2: 0.20627030730247498 (0.21442938873947226) | > loss_disc_real_3: 0.20818941295146942 (0.22086622035802345) | > loss_disc_real_4: 0.2099076509475708 (0.21524657360438637) | > loss_disc_real_5: 0.21968604624271393 (0.21083257097435595) | > loss_0: 2.2580442428588867 (2.26889272319112) | > grad_norm_0: tensor(9.1236, device='cuda:0') (tensor(23.0633, device='cuda:0')) | > loss_gen: 2.6515820026397705 (2.6320251372166936) | > loss_kl: 1.681769847869873 (1.6296772586888284) | > loss_feat: 7.691154479980469 (7.41304195487761) | > loss_mel: 19.950952529907227 (19.956913717861838) | > loss_duration: 2.313528060913086 (2.142454387999627) | > loss_1: 34.28898620605469 (33.77411237854194) | > grad_norm_1: tensor(170.1037, device='cuda:0') (tensor(268.8900, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.5764 (0.39110365257741503) | > loader_time: 0.0088 (0.004798126818618057)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.8915396928787231 (1.8915396928787231) | > loss_disc_real_0: 0.07973583787679672 (0.07973583787679672) | > loss_disc_real_1: 0.22264286875724792 (0.22264286875724792) | > loss_disc_real_2: 0.15794309973716736 (0.15794309973716736) | > loss_disc_real_3: 0.2855697274208069 (0.2855697274208069) | > loss_disc_real_4: 0.27080973982810974 (0.27080973982810974) | > loss_disc_real_5: 0.2603500187397003 (0.2603500187397003) | > loss_0: 1.8915396928787231 (1.8915396928787231) | > loss_gen: 3.560837745666504 (3.560837745666504) | > loss_kl: 2.3415002822875977 (2.3415002822875977) | > loss_feat: 9.113889694213867 (9.113889694213867) | > loss_mel: 21.178070068359375 (21.178070068359375) | > loss_duration: 2.8230128288269043 (2.8230128288269043) | > loss_1: 39.017311096191406 (39.017311096191406)  --> STEP: 1 | > loss_disc: 2.490328550338745 (2.490328550338745) | > loss_disc_real_0: 0.1425045132637024 (0.1425045132637024) | > loss_disc_real_1: 0.2712036967277527 (0.2712036967277527) | > loss_disc_real_2: 0.23265498876571655 (0.23265498876571655) | > loss_disc_real_3: 0.29069119691848755 (0.29069119691848755) | > loss_disc_real_4: 0.29031798243522644 (0.29031798243522644) | > loss_disc_real_5: 0.2950739562511444 (0.2950739562511444) | > loss_0: 2.490328550338745 (2.490328550338745) | > loss_gen: 2.598628520965576 (2.598628520965576) | > loss_kl: 2.737731695175171 (2.737731695175171) | > loss_feat: 5.999503135681152 (5.999503135681152) | > loss_mel: 19.978174209594727 (19.978174209594727) | > loss_duration: 2.3397178649902344 (2.3397178649902344) | > loss_1: 33.65375518798828 (33.65375518798828)  --> STEP: 2 | > loss_disc: 2.0765669345855713 (2.283447742462158) | > loss_disc_real_0: 0.03601507097482681 (0.0892597921192646) | > loss_disc_real_1: 0.28016602993011475 (0.2756848633289337) | > loss_disc_real_2: 0.28367340564727783 (0.2581641972064972) | > loss_disc_real_3: 0.31651562452316284 (0.3036034107208252) | > loss_disc_real_4: 0.21291236579418182 (0.25161517411470413) | > loss_disc_real_5: 0.2581316828727722 (0.2766028195619583) | > loss_0: 2.0765669345855713 (2.283447742462158) | > loss_gen: 3.133538007736206 (2.866083264350891) | > loss_kl: 2.0357632637023926 (2.3867474794387817) | > loss_feat: 6.8482489585876465 (6.423876047134399) | > loss_mel: 22.25638771057129 (21.117280960083008) | > loss_duration: 2.460671901702881 (2.4001948833465576) | > loss_1: 36.7346076965332 (35.19418144226074)  --> STEP: 3 | > loss_disc: 2.2669944763183594 (2.277963320414225) | > loss_disc_real_0: 0.08531905710697174 (0.08794621378183365) | > loss_disc_real_1: 0.19608178734779358 (0.24915050466855368) | > loss_disc_real_2: 0.24335028231143951 (0.2532262255748113) | > loss_disc_real_3: 0.25540903210639954 (0.28753861784935) | > loss_disc_real_4: 0.28747954964637756 (0.2635699659585953) | > loss_disc_real_5: 0.32776713371276855 (0.2936575909455617) | > loss_0: 2.2669944763183594 (2.277963320414225) | > loss_gen: 2.727172613143921 (2.819779713948568) | > loss_kl: 2.313997745513916 (2.362497568130493) | > loss_feat: 5.938190460205078 (6.261980851491292) | > loss_mel: 21.130245208740234 (21.121602376302082) | > loss_duration: 2.189239501953125 (2.32987642288208) | > loss_1: 34.29884338378906 (34.89573542277018)  --> STEP: 4 | > loss_disc: 1.5046378374099731 (2.0846319496631622) | > loss_disc_real_0: 0.06648068875074387 (0.0825798325240612) | > loss_disc_real_1: 0.20428690314292908 (0.23793460428714752) | > loss_disc_real_2: 0.17976683378219604 (0.23486137762665749) | > loss_disc_real_3: 0.16565676033496857 (0.2570681534707546) | > loss_disc_real_4: 0.20321206748485565 (0.24848049134016037) | > loss_disc_real_5: 0.1401924043893814 (0.25529129430651665) | > loss_0: 1.5046378374099731 (2.0846319496631622) | > loss_gen: 3.473588466644287 (2.9832319021224976) | > loss_kl: 2.324805974960327 (2.3530746698379517) | > loss_feat: 10.44956111907959 (7.308875918388367) | > loss_mel: 22.63973045349121 (21.501134395599365) | > loss_duration: 2.190664052963257 (2.2950733304023743) | > loss_1: 41.078346252441406 (36.44138813018799)  --> STEP: 5 | > loss_disc: 2.227893829345703 (2.1132843255996705) | > loss_disc_real_0: 0.12658029794692993 (0.09137992560863495) | > loss_disc_real_1: 0.29934239387512207 (0.2502161622047424) | > loss_disc_real_2: 0.3230189383029938 (0.25249288976192474) | > loss_disc_real_3: 0.27743327617645264 (0.26114117801189424) | > loss_disc_real_4: 0.21949496865272522 (0.24268338680267335) | > loss_disc_real_5: 0.24183468520641327 (0.25259997248649596) | > loss_0: 2.227893829345703 (2.1132843255996705) | > loss_gen: 2.9994359016418457 (2.9864727020263673) | > loss_kl: 1.7616418600082397 (2.234788107872009) | > loss_feat: 6.159679889678955 (7.079036712646484) | > loss_mel: 20.710954666137695 (21.343098449707032) | > loss_duration: 2.3865163326263428 (2.313361930847168) | > loss_1: 34.018226623535156 (35.956755828857425)  --> STEP: 6 | > loss_disc: 2.057264804840088 (2.1039477388064065) | > loss_disc_real_0: 0.052302904427051544 (0.08486708874503772) | > loss_disc_real_1: 0.28691282868385315 (0.25633227328459424) | > loss_disc_real_2: 0.2620500922203064 (0.2540857568383217) | > loss_disc_real_3: 0.31280097365379333 (0.2697511439522107) | > loss_disc_real_4: 0.23044267296791077 (0.24064326783021292) | > loss_disc_real_5: 0.2521975040435791 (0.2525328944126765) | > loss_0: 2.057264804840088 (2.1039477388064065) | > loss_gen: 3.3722262382507324 (3.0507649580637612) | > loss_kl: 1.9924430847167969 (2.194397270679474) | > loss_feat: 7.66314172744751 (7.176387548446655) | > loss_mel: 21.713092803955078 (21.40476417541504) | > loss_duration: 2.1299328804016113 (2.282790422439575) | > loss_1: 36.87083435058594 (36.10910224914551)  --> STEP: 7 | > loss_disc: 2.4696078300476074 (2.156184894698007) | > loss_disc_real_0: 0.060333121567964554 (0.08136223629117012) | > loss_disc_real_1: 0.355322003364563 (0.27047366329601835) | > loss_disc_real_2: 0.3050190210342407 (0.26136193743773867) | > loss_disc_real_3: 0.33084630966186523 (0.27847902476787567) | > loss_disc_real_4: 0.3656812310218811 (0.25850583400045124) | > loss_disc_real_5: 0.34137314558029175 (0.26522435886519297) | > loss_0: 2.4696078300476074 (2.156184894698007) | > loss_gen: 3.1438801288604736 (3.0640671253204346) | > loss_kl: 2.7220630645751953 (2.2697780983788625) | > loss_feat: 7.169853210449219 (7.175454071589878) | > loss_mel: 21.4670352935791 (21.413660049438477) | > loss_duration: 2.3894269466400146 (2.2980242116110667) | > loss_1: 36.89225769042969 (36.22098159790039)  --> STEP: 8 | > loss_disc: 1.8073588609695435 (2.112581640481949) | > loss_disc_real_0: 0.07135936617851257 (0.08011187752708793) | > loss_disc_real_1: 0.23909607529640198 (0.2665514647960663) | > loss_disc_real_2: 0.30407899618148804 (0.26670156978070736) | > loss_disc_real_3: 0.2574339210987091 (0.27584838680922985) | > loss_disc_real_4: 0.21214066445827484 (0.2527101878076792) | > loss_disc_real_5: 0.19941064715385437 (0.25699764490127563) | > loss_0: 1.8073588609695435 (2.112581640481949) | > loss_gen: 3.6216819286346436 (3.1337689757347107) | > loss_kl: 2.5848424434661865 (2.309161141514778) | > loss_feat: 11.952314376831055 (7.772561609745026) | > loss_mel: 24.898677825927734 (21.849287271499634) | > loss_duration: 2.194141387939453 (2.285038858652115) | > loss_1: 45.25165939331055 (37.34981632232666)  --> STEP: 9 | > loss_disc: 2.179858684539795 (2.1200568675994873) | > loss_disc_real_0: 0.12833411991596222 (0.08546990445918506) | > loss_disc_real_1: 0.30237531661987305 (0.27053189277648926) | > loss_disc_real_2: 0.2085123509168625 (0.26023610101805794) | > loss_disc_real_3: 0.23460449278354645 (0.27126573191748726) | > loss_disc_real_4: 0.22635430097579956 (0.24978175593747032) | > loss_disc_real_5: 0.218723326921463 (0.2527449429035187) | > loss_0: 2.179858684539795 (2.1200568675994873) | > loss_gen: 2.8261873722076416 (3.099593242009481) | > loss_kl: 1.820566177368164 (2.2548728121651544) | > loss_feat: 8.643841743469238 (7.869370513492161) | > loss_mel: 20.129941940307617 (21.658248901367188) | > loss_duration: 2.083488702774048 (2.262644396887885) | > loss_1: 35.504024505615234 (37.144728342692055)  --> STEP: 10 | > loss_disc: 2.020287036895752 (2.1100798845291138) | > loss_disc_real_0: 0.09319884330034256 (0.08624279834330081) | > loss_disc_real_1: 0.2793070077896118 (0.2714094042778015) | > loss_disc_real_2: 0.24566984176635742 (0.2587794750928879) | > loss_disc_real_3: 0.28686439990997314 (0.27282559871673584) | > loss_disc_real_4: 0.18305523693561554 (0.24310910403728486) | > loss_disc_real_5: 0.2300686538219452 (0.25047731399536133) | > loss_0: 2.020287036895752 (2.1100798845291138) | > loss_gen: 3.316495418548584 (3.121283459663391) | > loss_kl: 1.719725489616394 (2.2013580799102783) | > loss_feat: 8.418432235717773 (7.924276685714721) | > loss_mel: 22.096101760864258 (21.702034187316894) | > loss_duration: 2.18373441696167 (2.2547533988952635) | > loss_1: 37.73448944091797 (37.20370445251465)  --> STEP: 11 | > loss_disc: 2.2961246967315674 (2.1269930492747915) | > loss_disc_real_0: 0.10251305997371674 (0.08772191303697499) | > loss_disc_real_1: 0.28638604283332825 (0.2727709168737585) | > loss_disc_real_2: 0.2887188494205475 (0.2615012363954024) | > loss_disc_real_3: 0.3010273575782776 (0.275389394976876) | > loss_disc_real_4: 0.280280202627182 (0.2464882948181846) | > loss_disc_real_5: 0.29495909810066223 (0.2545211125503887) | > loss_0: 2.2961246967315674 (2.1269930492747915) | > loss_gen: 3.4618523120880127 (3.1522442644292656) | > loss_kl: 1.8001216650009155 (2.164882042191245) | > loss_feat: 9.340004920959473 (8.052979252555154) | > loss_mel: 20.427629470825195 (21.586179213090375) | > loss_duration: 2.3989086151123047 (2.2678584185513584) | > loss_1: 37.42852020263672 (37.22414224798029)  --> STEP: 12 | > loss_disc: 2.2935776710510254 (2.1408751010894775) | > loss_disc_real_0: 0.06987084448337555 (0.0862343239908417) | > loss_disc_real_1: 0.2624763548374176 (0.2719130367040634) | > loss_disc_real_2: 0.3563416600227356 (0.2694046050310135) | > loss_disc_real_3: 0.19991455972194672 (0.26909982537229854) | > loss_disc_real_4: 0.20947881042957306 (0.24340417111913362) | > loss_disc_real_5: 0.16056549549102783 (0.24669147779544195) | > loss_0: 2.2935776710510254 (2.1408751010894775) | > loss_gen: 2.603121042251587 (3.1064839959144592) | > loss_kl: 1.2482407093048096 (2.088495264450709) | > loss_feat: 6.576403617858887 (7.929931282997131) | > loss_mel: 17.847551345825195 (21.27462689081828) | > loss_duration: 2.1721339225769043 (2.259881377220154) | > loss_1: 30.447450637817383 (36.659417947133385)  --> STEP: 13 | > loss_disc: 2.4720280170440674 (2.166348402316754) | > loss_disc_real_0: 0.09210306406021118 (0.08668576553463936) | > loss_disc_real_1: 0.3686589002609253 (0.2793550262084374) | > loss_disc_real_2: 0.2040288895368576 (0.2643757038391553) | > loss_disc_real_3: 0.28309452533721924 (0.27017634075421554) | > loss_disc_real_4: 0.23818664252758026 (0.2430028227659372) | > loss_disc_real_5: 0.2685735821723938 (0.248374716593669) | > loss_0: 2.4720280170440674 (2.166348402316754) | > loss_gen: 2.7309153079986572 (3.0775940968440127) | > loss_kl: 1.6474127769470215 (2.0545658423350406) | > loss_feat: 6.106276512145996 (7.789650146777813) | > loss_mel: 17.888439178466797 (21.014150912945087) | > loss_duration: 2.1030688285827637 (2.247818873478816) | > loss_1: 30.476112365722656 (36.18377905625563)  --> STEP: 14 | > loss_disc: 2.2775492668151855 (2.174291321209499) | > loss_disc_real_0: 0.06724291294813156 (0.0852969903498888) | > loss_disc_real_1: 0.2313610017299652 (0.27592688160283224) | > loss_disc_real_2: 0.25273874402046204 (0.26354449242353434) | > loss_disc_real_3: 0.32020628452301025 (0.2737499081662723) | > loss_disc_real_4: 0.30793988704681396 (0.24764118450028555) | > loss_disc_real_5: 0.365411639213562 (0.25673449678080423) | > loss_0: 2.2775492668151855 (2.174291321209499) | > loss_gen: 2.947678327560425 (3.068314399038042) | > loss_kl: 2.2053682804107666 (2.0653374450547353) | > loss_feat: 6.7840681076049805 (7.717822858265468) | > loss_mel: 21.255369186401367 (21.031380789620535) | > loss_duration: 2.3434219360351562 (2.254647663661412) | > loss_1: 35.53590393066406 (36.13750226157052)  --> STEP: 15 | > loss_disc: 2.2330563068389893 (2.178208986918132) | > loss_disc_real_0: 0.14025302231311798 (0.08896072581410408) | > loss_disc_real_1: 0.37595388293266296 (0.2825953483581543) | > loss_disc_real_2: 0.26226484775543213 (0.26345918277899416) | > loss_disc_real_3: 0.2523824870586395 (0.27232541342576344) | > loss_disc_real_4: 0.2585544288158417 (0.24836873412132263) | > loss_disc_real_5: 0.32147201895713806 (0.2610503315925598) | > loss_0: 2.2330563068389893 (2.178208986918132) | > loss_gen: 3.2931668758392334 (3.0833045641581216) | > loss_kl: 2.3469364643096924 (2.0841107130050656) | > loss_feat: 7.635068416595459 (7.712305895487467) | > loss_mel: 20.738231658935547 (21.011837514241538) | > loss_duration: 2.3056578636169434 (2.258048343658447) | > loss_1: 36.319061279296875 (36.149606196085614)  --> STEP: 16 | > loss_disc: 2.4225339889526367 (2.1934792995452885) | > loss_disc_real_0: 0.04520852118730545 (0.08622621302492917) | > loss_disc_real_1: 0.37412112951278687 (0.28831570968031883) | > loss_disc_real_2: 0.30490434169769287 (0.2660495052114128) | > loss_disc_real_3: 0.2615979313850403 (0.27165494579821825) | > loss_disc_real_4: 0.24737221002578735 (0.24830645136535168) | > loss_disc_real_5: 0.19878250360488892 (0.2571585923433304) | > loss_0: 2.4225339889526367 (2.1934792995452885) | > loss_gen: 2.931199550628662 (3.0737980008125305) | > loss_kl: 1.8181203603744507 (2.067486315965652) | > loss_feat: 7.884471416473389 (7.7230662405490875) | > loss_mel: 20.99944305419922 (21.01106286048889) | > loss_duration: 2.367764949798584 (2.264905631542206) | > loss_1: 36.00099563598633 (36.14031803607941)  --> STEP: 17 | > loss_disc: 2.5248329639434814 (2.2129706915687115) | > loss_disc_real_0: 0.08882248401641846 (0.08637893484795794) | > loss_disc_real_1: 0.2463686466217041 (0.2858482353827533) | > loss_disc_real_2: 0.27695178985595703 (0.26669081607285655) | > loss_disc_real_3: 0.3562015891075134 (0.2766282777575886) | > loss_disc_real_4: 0.3630462884902954 (0.2550558535491719) | > loss_disc_real_5: 0.4298235774040222 (0.2673153561704299) | > loss_0: 2.5248329639434814 (2.2129706915687115) | > loss_gen: 3.0054290294647217 (3.0697762966156006) | > loss_kl: 1.6870977878570557 (2.0451105201945583) | > loss_feat: 6.172570705413818 (7.631860620835248) | > loss_mel: 19.59602928161621 (20.92782559114344) | > loss_duration: 2.3308448791503906 (2.2687844108132755) | > loss_1: 32.791969299316406 (35.943356345681586)  --> STEP: 18 | > loss_disc: 2.243797540664673 (2.214683294296265) | > loss_disc_real_0: 0.06112110614776611 (0.08497572214239174) | > loss_disc_real_1: 0.2474132627248764 (0.2837129591239823) | > loss_disc_real_2: 0.2540915310382843 (0.2659908557931581) | > loss_disc_real_3: 0.17747963964939117 (0.27112002008491093) | > loss_disc_real_4: 0.23329707980155945 (0.25384703278541565) | > loss_disc_real_5: 0.16012680530548096 (0.26136043667793274) | > loss_0: 2.243797540664673 (2.214683294296265) | > loss_gen: 2.491478443145752 (3.037648638089498) | > loss_kl: 1.9438854455947876 (2.0394869049390154) | > loss_feat: 7.62718391418457 (7.631600803799099) | > loss_mel: 18.43636703491211 (20.789411226908367) | > loss_duration: 2.2185797691345215 (2.2659952640533447) | > loss_1: 32.71749496459961 (35.76414182451036)  --> STEP: 19 | > loss_disc: 2.134136199951172 (2.21044397354126) | > loss_disc_real_0: 0.135891854763031 (0.0876555185961096) | > loss_disc_real_1: 0.2322264015674591 (0.28100314030521795) | > loss_disc_real_2: 0.17302024364471436 (0.26109766568008214) | > loss_disc_real_3: 0.24984212219715118 (0.27000013072239726) | > loss_disc_real_4: 0.24537473917007446 (0.25340112259513453) | > loss_disc_real_5: 0.2719092071056366 (0.2619156351214961) | > loss_0: 2.134136199951172 (2.21044397354126) | > loss_gen: 2.840435266494751 (3.027268986952932) | > loss_kl: 1.689073920249939 (2.021044116271169) | > loss_feat: 8.1065673828125 (7.656599044799805) | > loss_mel: 21.22421646118164 (20.812295712922747) | > loss_duration: 2.3084397315979004 (2.268229183397795) | > loss_1: 36.16873550415039 (35.78543622870194)  --> STEP: 20 | > loss_disc: 2.494974374771118 (2.224670493602753) | > loss_disc_real_0: 0.17571580410003662 (0.09205853287130594) | > loss_disc_real_1: 0.3312745988368988 (0.283516713231802) | > loss_disc_real_2: 0.3117031753063202 (0.26362794116139404) | > loss_disc_real_3: 0.3282853662967682 (0.2729143925011158) | > loss_disc_real_4: 0.2926745116710663 (0.25536479204893114) | > loss_disc_real_5: 0.29436442255973816 (0.26353807449340827) | > loss_0: 2.494974374771118 (2.224670493602753) | > loss_gen: 3.3572092056274414 (3.043765997886658) | > loss_kl: 1.5539242029190063 (1.9976881206035606) | > loss_feat: 7.99403190612793 (7.673470687866211) | > loss_mel: 22.978334426879883 (20.920597648620607) | > loss_duration: 2.3365530967712402 (2.2716453790664675) | > loss_1: 38.22005081176758 (35.907166957855225)  --> STEP: 21 | > loss_disc: 2.4485318660736084 (2.235330558958508) | > loss_disc_real_0: 0.15399257838726044 (0.09500777313397044) | > loss_disc_real_1: 0.3922117054462433 (0.2886926652420135) | > loss_disc_real_2: 0.3543945550918579 (0.2679501608723685) | > loss_disc_real_3: 0.2997456192970276 (0.27419206996758777) | > loss_disc_real_4: 0.21830624341964722 (0.25360009925706045) | > loss_disc_real_5: 0.18130603432655334 (0.2596222630568914) | > loss_0: 2.4485318660736084 (2.235330558958508) | > loss_gen: 2.891618251800537 (3.036520867120652) | > loss_kl: 1.9088611602783203 (1.9934582653499777) | > loss_feat: 6.722078800201416 (7.628166312263126) | > loss_mel: 17.05624008178711 (20.736580621628534) | > loss_duration: 2.1526455879211426 (2.2659787223452614) | > loss_1: 30.731443405151367 (35.66070393153599)  --> STEP: 22 | > loss_disc: 2.0804123878479004 (2.228288823908026) | > loss_disc_real_0: 0.06756534427404404 (0.09376039000397379) | > loss_disc_real_1: 0.25471213459968567 (0.2871480956673622) | > loss_disc_real_2: 0.2127922922372818 (0.2654429850253191) | > loss_disc_real_3: 0.1971958577632904 (0.2706922421401197) | > loss_disc_real_4: 0.28800806403160095 (0.2551640976559032) | > loss_disc_real_5: 0.20633286237716675 (0.25720001757144934) | > loss_0: 2.0804123878479004 (2.228288823908026) | > loss_gen: 3.2419185638427734 (3.0458571260625664) | > loss_kl: 1.5886262655258179 (1.975056810812516) | > loss_feat: 10.039690971374512 (7.737781069495461) | > loss_mel: 24.98933219909668 (20.92988751151345) | > loss_duration: 2.147977352142334 (2.260615023699674) | > loss_1: 42.00754165649414 (35.94919655539773)  --> STEP: 23 | > loss_disc: 2.7031195163726807 (2.2489336366238803) | > loss_disc_real_0: 0.2153858095407486 (0.09904845172296399) | > loss_disc_real_1: 0.3334580361843109 (0.28916157134201215) | > loss_disc_real_2: 0.28706976771354675 (0.26638327992480726) | > loss_disc_real_3: 0.3099694550037384 (0.2723999470472336) | > loss_disc_real_4: 0.3120329976081848 (0.25763665852339374) | > loss_disc_real_5: 0.2579040825366974 (0.2572306290916775) | > loss_0: 2.7031195163726807 (2.2489336366238803) | > loss_gen: 2.473475933074951 (3.020970987237018) | > loss_kl: 2.206576108932495 (1.9851228672525152) | > loss_feat: 5.983056545257568 (7.661488698876423) | > loss_mel: 17.417940139770508 (20.777194147524625) | > loss_duration: 2.2928953170776367 (2.262018514716107) | > loss_1: 30.373943328857422 (35.70679424120032)  --> STEP: 24 | > loss_disc: 1.9615482091903687 (2.236959243814151) | > loss_disc_real_0: 0.08606655150651932 (0.09850753921394546) | > loss_disc_real_1: 0.18599537014961243 (0.28486297962566215) | > loss_disc_real_2: 0.22502537071704865 (0.2646600337078173) | > loss_disc_real_3: 0.33095893263816833 (0.2748399047801892) | > loss_disc_real_4: 0.2666763365268707 (0.25801331177353864) | > loss_disc_real_5: 0.2451048046350479 (0.2567253864059846) | > loss_0: 1.9615482091903687 (2.236959243814151) | > loss_gen: 3.531984806060791 (3.0422632296880088) | > loss_kl: 1.926589012145996 (1.9826839566230767) | > loss_feat: 10.078362464904785 (7.7621917724609375) | > loss_mel: 19.490236282348633 (20.723570903142292) | > loss_duration: 2.402860403060913 (2.267886926730474) | > loss_1: 37.430030822753906 (35.778595765431724)  --> STEP: 25 | > loss_disc: 2.5520567893981934 (2.2495631456375125) | > loss_disc_real_0: 0.15278157591819763 (0.10067850068211555) | > loss_disc_real_1: 0.26209020614624023 (0.2839520686864853) | > loss_disc_real_2: 0.25275564193725586 (0.26418385803699485) | > loss_disc_real_3: 0.19473452866077423 (0.2716356897354126) | > loss_disc_real_4: 0.1825188547372818 (0.25499353349208836) | > loss_disc_real_5: 0.24310830235481262 (0.2561807030439377) | > loss_0: 2.5520567893981934 (2.2495631456375125) | > loss_gen: 2.3277509212493896 (3.013682737350464) | > loss_kl: 1.6748477220535278 (1.9703705072402948) | > loss_feat: 6.330648422241211 (7.704930038452148) | > loss_mel: 17.034181594848633 (20.575995330810546) | > loss_duration: 2.3346357345581055 (2.2705568790435793) | > loss_1: 29.702064514160156 (35.53553451538086)  --> STEP: 26 | > loss_disc: 2.2779674530029297 (2.2506556189977207) | > loss_disc_real_0: 0.07228981703519821 (0.09958662823415719) | > loss_disc_real_1: 0.20137929916381836 (0.2807761929356135) | > loss_disc_real_2: 0.10964857786893845 (0.25824019341514654) | > loss_disc_real_3: 0.1562972366809845 (0.2671995953871653) | > loss_disc_real_4: 0.2465200126171112 (0.2546676288430508) | > loss_disc_real_5: 0.10641969740390778 (0.250420664365475) | > loss_0: 2.2779674530029297 (2.2506556189977207) | > loss_gen: 2.03031063079834 (2.975860733252305) | > loss_kl: 2.1802382469177246 (1.9784423433817344) | > loss_feat: 11.946663856506348 (7.868073646838848) | > loss_mel: 23.411483764648438 (20.68505257826585) | > loss_duration: 2.269786834716797 (2.2705272619540877) | > loss_1: 41.83848190307617 (35.777955568753754) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023261583768404447 (-0.00011964027698223387) | > avg_loss_disc: 2.2506556189977207 (-0.05140555363434984) | > avg_loss_disc_real_0: 0.09958662823415719 (+0.004787717730953142) | > avg_loss_disc_real_1: 0.2807761929356135 (+0.11916363325256571) | > avg_loss_disc_real_2: 0.25824019341514654 (-0.027717487456706824) | > avg_loss_disc_real_3: 0.2671995953871653 (-0.0005205703469424172) | > avg_loss_disc_real_4: 0.2546676288430508 (+0.024353673824897226) | > avg_loss_disc_real_5: 0.250420664365475 (-0.0022899325077350152) | > avg_loss_0: 2.2506556189977207 (-0.05140555363434984) | > avg_loss_gen: 2.975860733252305 (+0.3569019390986514) | > avg_loss_kl: 1.9784423433817344 (-0.009956868795248708) | > avg_loss_feat: 7.868073646838848 (+0.44863761388338474) | > avg_loss_mel: 20.68505257826585 (+0.44161437107966606) | > avg_loss_duration: 2.2705272619540877 (+0.009209889632005197) | > avg_loss_1: 35.777955568753754 (+1.2464058215801543)  > EPOCH: 102/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:25:02)   --> TIME: 2024-06-10 19:25:08 -- STEP: 14/330 -- GLOBAL_STEP: 121675 | > loss_disc: 2.2193870544433594 (2.275475944791521) | > loss_disc_real_0: 0.08969825506210327 (0.1038212531379291) | > loss_disc_real_1: 0.22709323465824127 (0.19872205704450607) | > loss_disc_real_2: 0.1849709153175354 (0.2130156350987298) | > loss_disc_real_3: 0.2212786078453064 (0.21552374001060212) | > loss_disc_real_4: 0.2239709049463272 (0.21383632506643022) | > loss_disc_real_5: 0.22762314975261688 (0.20970103783266886) | > loss_0: 2.2193870544433594 (2.275475944791521) | > grad_norm_0: tensor(14.0106, device='cuda:0') (tensor(19.8834, device='cuda:0')) | > loss_gen: 2.850517988204956 (2.6175096716199597) | > loss_kl: 1.4512314796447754 (1.5368305274418421) | > loss_feat: 7.836732864379883 (7.036839485168457) | > loss_mel: 19.59078598022461 (20.264693396432058) | > loss_duration: 2.1501927375793457 (2.2422489609037126) | > loss_1: 33.879459381103516 (33.69812256949289) | > grad_norm_1: tensor(184.9613, device='cuda:0') (tensor(159.9793, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.343 (0.34240899767194477) | > loader_time: 0.0033 (0.003126927784511021)  --> TIME: 2024-06-10 19:25:17 -- STEP: 39/330 -- GLOBAL_STEP: 121700 | > loss_disc: 2.280467987060547 (2.2656948138505983) | > loss_disc_real_0: 0.08189365267753601 (0.10730653504530589) | > loss_disc_real_1: 0.19217614829540253 (0.19879047801861396) | > loss_disc_real_2: 0.17815688252449036 (0.21399485835662255) | > loss_disc_real_3: 0.23015829920768738 (0.2178418483489599) | > loss_disc_real_4: 0.2317495048046112 (0.21627044677734375) | > loss_disc_real_5: 0.18793480098247528 (0.21026278268068266) | > loss_0: 2.280467987060547 (2.2656948138505983) | > grad_norm_0: tensor(9.7251, device='cuda:0') (tensor(15.1174, device='cuda:0')) | > loss_gen: 2.532513380050659 (2.596133837333092) | > loss_kl: 1.4948559999465942 (1.5853354197282057) | > loss_feat: 7.21213960647583 (7.157062579423953) | > loss_mel: 20.286741256713867 (20.219601362179485) | > loss_duration: 2.105808734893799 (2.1479455568851566) | > loss_1: 33.632057189941406 (33.706079140687606) | > grad_norm_1: tensor(148.0833, device='cuda:0') (tensor(172.0771, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3544 (0.34506764167394394) | > loader_time: 0.0032 (0.0031450528364915112)  --> TIME: 2024-06-10 19:25:26 -- STEP: 64/330 -- GLOBAL_STEP: 121725 | > loss_disc: 2.348731279373169 (2.252856295555829) | > loss_disc_real_0: 0.10090343654155731 (0.11100324953440577) | > loss_disc_real_1: 0.219210684299469 (0.20105122262611985) | > loss_disc_real_2: 0.20853577554225922 (0.21295227436348796) | > loss_disc_real_3: 0.25871774554252625 (0.21876238519325852) | > loss_disc_real_4: 0.23551788926124573 (0.21335463388822973) | > loss_disc_real_5: 0.2162778377532959 (0.2089820089749992) | > loss_0: 2.348731279373169 (2.252856295555829) | > grad_norm_0: tensor(6.8598, device='cuda:0') (tensor(14.2198, device='cuda:0')) | > loss_gen: 2.508270502090454 (2.598701115697622) | > loss_kl: 1.7933942079544067 (1.5908468794077635) | > loss_feat: 7.511908054351807 (7.222029596567154) | > loss_mel: 20.455150604248047 (20.110063046216965) | > loss_duration: 2.0856289863586426 (2.1154616586863986) | > loss_1: 34.35435104370117 (33.63710266351699) | > grad_norm_1: tensor(52.7287, device='cuda:0') (tensor(160.3841, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3524 (0.34838010370731354) | > loader_time: 0.0034 (0.003296356648206711)  --> TIME: 2024-06-10 19:25:35 -- STEP: 89/330 -- GLOBAL_STEP: 121750 | > loss_disc: 2.3276684284210205 (2.2597489705246465) | > loss_disc_real_0: 0.0963587686419487 (0.11086498460408008) | > loss_disc_real_1: 0.2052728533744812 (0.19986355338203773) | > loss_disc_real_2: 0.23849856853485107 (0.21360492287726884) | > loss_disc_real_3: 0.2427336871623993 (0.21927030484997825) | > loss_disc_real_4: 0.24032257497310638 (0.21427359992868444) | > loss_disc_real_5: 0.23003175854682922 (0.21030405414908115) | > loss_0: 2.3276684284210205 (2.2597489705246465) | > grad_norm_0: tensor(19.7542, device='cuda:0') (tensor(13.6276, device='cuda:0')) | > loss_gen: 2.5799381732940674 (2.5939770066336307) | > loss_kl: 1.5375609397888184 (1.591238252232584) | > loss_feat: 7.367879867553711 (7.2575959034180375) | > loss_mel: 20.633562088012695 (20.13063846545273) | > loss_duration: 2.081024408340454 (2.101446189237444) | > loss_1: 34.19996643066406 (33.67489606878732) | > grad_norm_1: tensor(291.6316, device='cuda:0') (tensor(165.9338, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3755 (0.35039721446090877) | > loader_time: 0.0034 (0.0033889165085353207)  --> TIME: 2024-06-10 19:25:44 -- STEP: 114/330 -- GLOBAL_STEP: 121775 | > loss_disc: 2.223801374435425 (2.2643284714012784) | > loss_disc_real_0: 0.12907245755195618 (0.1114940270781517) | > loss_disc_real_1: 0.17663174867630005 (0.19969592687853596) | > loss_disc_real_2: 0.18393218517303467 (0.21526941395642465) | > loss_disc_real_3: 0.20716270804405212 (0.22000261736020707) | > loss_disc_real_4: 0.1966235488653183 (0.213958941661475) | > loss_disc_real_5: 0.1843639612197876 (0.20970966614652095) | > loss_0: 2.223801374435425 (2.2643284714012784) | > grad_norm_0: tensor(7.7658, device='cuda:0') (tensor(13.4765, device='cuda:0')) | > loss_gen: 2.5601565837860107 (2.5963271500771508) | > loss_kl: 1.5660594701766968 (1.5957883805559394) | > loss_feat: 7.599907398223877 (7.256269358752067) | > loss_mel: 21.430023193359375 (20.132218963221497) | > loss_duration: 2.096597671508789 (2.0963171636849114) | > loss_1: 35.25274658203125 (33.67692110831278) | > grad_norm_1: tensor(288.9877, device='cuda:0') (tensor(178.2962, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.352 (0.3521018216484472) | > loader_time: 0.0038 (0.003496349903575161)  --> TIME: 2024-06-10 19:25:53 -- STEP: 139/330 -- GLOBAL_STEP: 121800 | > loss_disc: 2.255697011947632 (2.2625373370355817) | > loss_disc_real_0: 0.10546227544546127 (0.11212538654426876) | > loss_disc_real_1: 0.14587368071079254 (0.199369747004063) | > loss_disc_real_2: 0.19092896580696106 (0.21563521520696954) | > loss_disc_real_3: 0.2326107770204544 (0.219700410104484) | > loss_disc_real_4: 0.23904168605804443 (0.21358371359838857) | > loss_disc_real_5: 0.2286539226770401 (0.208836529859536) | > loss_0: 2.255697011947632 (2.2625373370355817) | > grad_norm_0: tensor(18.6822, device='cuda:0') (tensor(13.4001, device='cuda:0')) | > loss_gen: 2.711918830871582 (2.5962846690802266) | > loss_kl: 1.4369721412658691 (1.5942118339401354) | > loss_feat: 7.455502033233643 (7.260818563776908) | > loss_mel: 20.313167572021484 (20.157510661392756) | > loss_duration: 2.1389856338500977 (2.097372255736975) | > loss_1: 34.05654525756836 (33.706198054251914) | > grad_norm_1: tensor(148.7776, device='cuda:0') (tensor(171.6131, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3589 (0.3541261206427924) | > loader_time: 0.0044 (0.003629554089882391)  --> TIME: 2024-06-10 19:26:03 -- STEP: 164/330 -- GLOBAL_STEP: 121825 | > loss_disc: 2.4912784099578857 (2.265525301782095) | > loss_disc_real_0: 0.10806220769882202 (0.1140620605792941) | > loss_disc_real_1: 0.25782865285873413 (0.20021683713648386) | > loss_disc_real_2: 0.23130200803279877 (0.2154155090996405) | > loss_disc_real_3: 0.25488966703414917 (0.21945746515582248) | > loss_disc_real_4: 0.23448145389556885 (0.21413724278894866) | > loss_disc_real_5: 0.2198762446641922 (0.20831751696220258) | > loss_0: 2.4912784099578857 (2.265525301782095) | > grad_norm_0: tensor(12.5659, device='cuda:0') (tensor(13.9574, device='cuda:0')) | > loss_gen: 2.2681143283843994 (2.595958043889301) | > loss_kl: 1.7568398714065552 (1.5938174826342886) | > loss_feat: 6.493517875671387 (7.280436030248317) | > loss_mel: 19.287002563476562 (20.151284810973372) | > loss_duration: 2.176218032836914 (2.0975737048358454) | > loss_1: 31.981693267822266 (33.71907010892542) | > grad_norm_1: tensor(96.1220, device='cuda:0') (tensor(177.5357, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3768 (0.3565842770948643) | > loader_time: 0.0043 (0.003755345577146949)  --> TIME: 2024-06-10 19:26:13 -- STEP: 189/330 -- GLOBAL_STEP: 121850 | > loss_disc: 2.293102741241455 (2.2653664230669603) | > loss_disc_real_0: 0.07849559187889099 (0.114295640970191) | > loss_disc_real_1: 0.2895547151565552 (0.2005383197277312) | > loss_disc_real_2: 0.25778093934059143 (0.21536313131372764) | > loss_disc_real_3: 0.23937688767910004 (0.21966345150950095) | > loss_disc_real_4: 0.202698215842247 (0.2141281089612416) | > loss_disc_real_5: 0.23509587347507477 (0.20833565791447958) | > loss_0: 2.293102741241455 (2.2653664230669603) | > grad_norm_0: tensor(14.1792, device='cuda:0') (tensor(16.0642, device='cuda:0')) | > loss_gen: 2.9113690853118896 (2.606948347949477) | > loss_kl: 1.6543902158737183 (1.5960536009420163) | > loss_feat: 7.552525043487549 (7.317571105149688) | > loss_mel: 20.644529342651367 (20.13382455533143) | > loss_duration: 2.153494119644165 (2.102349404935485) | > loss_1: 34.91630935668945 (33.75674706918222) | > grad_norm_1: tensor(174.7307, device='cuda:0') (tensor(191.7804, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3866 (0.35981504374710976) | > loader_time: 0.0047 (0.003893930445272456)  --> TIME: 2024-06-10 19:26:23 -- STEP: 214/330 -- GLOBAL_STEP: 121875 | > loss_disc: 2.3084352016448975 (2.2692873578205273) | > loss_disc_real_0: 0.12402305752038956 (0.11344624984417563) | > loss_disc_real_1: 0.2241419106721878 (0.20158743858337408) | > loss_disc_real_2: 0.1930244117975235 (0.21506032786358184) | > loss_disc_real_3: 0.2367013543844223 (0.2203374961129973) | > loss_disc_real_4: 0.2303253561258316 (0.214787095785141) | > loss_disc_real_5: 0.21114473044872284 (0.20884904738898588) | > loss_0: 2.3084352016448975 (2.2692873578205273) | > grad_norm_0: tensor(45.1084, device='cuda:0') (tensor(17.6840, device='cuda:0')) | > loss_gen: 2.624772310256958 (2.612850067771484) | > loss_kl: 1.644407033920288 (1.5973200881592582) | > loss_feat: 6.812483787536621 (7.325522173230893) | > loss_mel: 19.41851043701172 (20.102608912459043) | > loss_duration: 2.194042682647705 (2.10766690913762) | > loss_1: 32.694217681884766 (33.74596818585261) | > grad_norm_1: tensor(224.8987, device='cuda:0') (tensor(199.0636, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.3987 (0.3633484818110957) | > loader_time: 0.0053 (0.004025513880720763)  --> TIME: 2024-06-10 19:26:33 -- STEP: 239/330 -- GLOBAL_STEP: 121900 | > loss_disc: 2.242588520050049 (2.2636261884138675) | > loss_disc_real_0: 0.12746790051460266 (0.1127538942424074) | > loss_disc_real_1: 0.2029258906841278 (0.20161614389349733) | > loss_disc_real_2: 0.21444422006607056 (0.21510728744782165) | > loss_disc_real_3: 0.22128340601921082 (0.2197559126750196) | > loss_disc_real_4: 0.2487548142671585 (0.21360264494079925) | > loss_disc_real_5: 0.22287021577358246 (0.20876065756985332) | > loss_0: 2.242588520050049 (2.2636261884138675) | > grad_norm_0: tensor(51.7928, device='cuda:0') (tensor(18.4959, device='cuda:0')) | > loss_gen: 2.6044585704803467 (2.624637872105363) | > loss_kl: 1.5657445192337036 (1.5959703662904237) | > loss_feat: 7.1670098304748535 (7.3713875255824135) | > loss_mel: 18.85861587524414 (20.066415339833025) | > loss_duration: 2.1357240676879883 (2.1143799735911237) | > loss_1: 32.33155059814453 (33.77279114024906) | > grad_norm_1: tensor(385.4751, device='cuda:0') (tensor(209.6774, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.4259 (0.3673915803183073) | > loader_time: 0.0056 (0.0041784491997882405)  --> TIME: 2024-06-10 19:26:44 -- STEP: 264/330 -- GLOBAL_STEP: 121925 | > loss_disc: 2.442460536956787 (2.2644803813009546) | > loss_disc_real_0: 0.11896582692861557 (0.11303137354270527) | > loss_disc_real_1: 0.255838543176651 (0.2020500530912118) | > loss_disc_real_2: 0.2890768051147461 (0.21563920327885586) | > loss_disc_real_3: 0.2654114067554474 (0.21953729986015594) | > loss_disc_real_4: 0.27513447403907776 (0.21426502699879083) | > loss_disc_real_5: 0.2710539400577545 (0.20874495567245918) | > loss_0: 2.442460536956787 (2.2644803813009546) | > grad_norm_0: tensor(43.2562, device='cuda:0') (tensor(19.0382, device='cuda:0')) | > loss_gen: 2.712881326675415 (2.625328688910513) | > loss_kl: 1.7820675373077393 (1.601924866437912) | > loss_feat: 7.323007106781006 (7.388797797939994) | > loss_mel: 19.20865821838379 (20.052155155124087) | > loss_duration: 2.2071800231933594 (2.1203953109004297) | > loss_1: 33.233795166015625 (33.78860186085555) | > grad_norm_1: tensor(542.2753, device='cuda:0') (tensor(224.2437, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.4216 (0.37195432095816644) | > loader_time: 0.0063 (0.004334701733155684)  --> TIME: 2024-06-10 19:26:55 -- STEP: 289/330 -- GLOBAL_STEP: 121950 | > loss_disc: 2.3816773891448975 (2.2663486193620623) | > loss_disc_real_0: 0.2996050715446472 (0.1145417880924309) | > loss_disc_real_1: 0.24059075117111206 (0.20277952126978183) | > loss_disc_real_2: 0.22204887866973877 (0.21525190755157736) | > loss_disc_real_3: 0.22806821763515472 (0.21968156553057247) | > loss_disc_real_4: 0.18236735463142395 (0.21376250323333545) | > loss_disc_real_5: 0.19327592849731445 (0.20840213383357828) | > loss_0: 2.3816773891448975 (2.2663486193620623) | > grad_norm_0: tensor(85.7965, device='cuda:0') (tensor(21.2632, device='cuda:0')) | > loss_gen: 2.7382314205169678 (2.626756466796242) | > loss_kl: 1.7107410430908203 (1.6060378464860487) | > loss_feat: 7.227410316467285 (7.393470208125133) | > loss_mel: 18.7120304107666 (19.984373112450832) | > loss_duration: 2.2477707862854004 (2.1281290961796873) | > loss_1: 32.63618469238281 (33.73876678572392) | > grad_norm_1: tensor(354.7599, device='cuda:0') (tensor(239.1240, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.4401 (0.37736092306750874) | > loader_time: 0.0068 (0.00451248079847712)  --> TIME: 2024-06-10 19:27:07 -- STEP: 314/330 -- GLOBAL_STEP: 121975 | > loss_disc: 2.045145034790039 (2.269978270409214) | > loss_disc_real_0: 0.06657774746417999 (0.1173085055557216) | > loss_disc_real_1: 0.25267133116722107 (0.2032123163911947) | > loss_disc_real_2: 0.1744529902935028 (0.21456545510679292) | > loss_disc_real_3: 0.18346652388572693 (0.21978599582887767) | > loss_disc_real_4: 0.12746359407901764 (0.21373086527084847) | > loss_disc_real_5: 0.17040064930915833 (0.2084226977483482) | > loss_0: 2.045145034790039 (2.269978270409214) | > grad_norm_0: tensor(17.2853, device='cuda:0') (tensor(23.5080, device='cuda:0')) | > loss_gen: 2.776560068130493 (2.627631179086721) | > loss_kl: 1.5634772777557373 (1.6084103276775148) | > loss_feat: 9.076273918151855 (7.411159693055853) | > loss_mel: 20.089702606201172 (19.937300481614024) | > loss_duration: 2.3064517974853516 (2.1397094908793295) | > loss_1: 35.812469482421875 (33.72421121901006) | > grad_norm_1: tensor(292.7876, device='cuda:0') (tensor(248.6049, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.5131 (0.3862203519055797) | > loader_time: 0.0075 (0.004712139724925826)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.683844566345215 (2.683844566345215) | > loss_disc_real_0: 0.24341686069965363 (0.24341686069965363) | > loss_disc_real_1: 0.3090883791446686 (0.3090883791446686) | > loss_disc_real_2: 0.3138408660888672 (0.3138408660888672) | > loss_disc_real_3: 0.2876823842525482 (0.2876823842525482) | > loss_disc_real_4: 0.21563753485679626 (0.21563753485679626) | > loss_disc_real_5: 0.25774621963500977 (0.25774621963500977) | > loss_0: 2.683844566345215 (2.683844566345215) | > loss_gen: 2.5270204544067383 (2.5270204544067383) | > loss_kl: 1.880309820175171 (1.880309820175171) | > loss_feat: 4.458585262298584 (4.458585262298584) | > loss_mel: 16.884750366210938 (16.884750366210938) | > loss_duration: 2.8432414531707764 (2.8432414531707764) | > loss_1: 28.593904495239258 (28.593904495239258)  --> STEP: 1 | > loss_disc: 2.4881508350372314 (2.4881508350372314) | > loss_disc_real_0: 0.14590418338775635 (0.14590418338775635) | > loss_disc_real_1: 0.21170496940612793 (0.21170496940612793) | > loss_disc_real_2: 0.25809744000434875 (0.25809744000434875) | > loss_disc_real_3: 0.3137926757335663 (0.3137926757335663) | > loss_disc_real_4: 0.2485475242137909 (0.2485475242137909) | > loss_disc_real_5: 0.33328452706336975 (0.33328452706336975) | > loss_0: 2.4881508350372314 (2.4881508350372314) | > loss_gen: 2.4702601432800293 (2.4702601432800293) | > loss_kl: 1.7065865993499756 (1.7065865993499756) | > loss_feat: 4.116208553314209 (4.116208553314209) | > loss_mel: 19.375078201293945 (19.375078201293945) | > loss_duration: 2.3198933601379395 (2.3198933601379395) | > loss_1: 29.988025665283203 (29.988025665283203)  --> STEP: 2 | > loss_disc: 2.7739906311035156 (2.6310707330703735) | > loss_disc_real_0: 0.14723387360572815 (0.14656902849674225) | > loss_disc_real_1: 0.2510651648044586 (0.23138506710529327) | > loss_disc_real_2: 0.33581799268722534 (0.29695771634578705) | > loss_disc_real_3: 0.3432293236255646 (0.32851099967956543) | > loss_disc_real_4: 0.28046566247940063 (0.26450659334659576) | > loss_disc_real_5: 0.4657248854637146 (0.3995047062635422) | > loss_0: 2.7739906311035156 (2.6310707330703735) | > loss_gen: 2.788968563079834 (2.6296143531799316) | > loss_kl: 1.9042510986328125 (1.805418848991394) | > loss_feat: 5.8247575759887695 (4.970483064651489) | > loss_mel: 22.480907440185547 (20.927992820739746) | > loss_duration: 2.425922155380249 (2.3729077577590942) | > loss_1: 35.4248046875 (32.7064151763916)  --> STEP: 3 | > loss_disc: 2.1969707012176514 (2.4863707224527993) | > loss_disc_real_0: 0.0927141085267067 (0.1286173885067304) | > loss_disc_real_1: 0.23036521673202515 (0.23104511698087057) | > loss_disc_real_2: 0.20620769262313843 (0.2667077084382375) | > loss_disc_real_3: 0.25105032324790955 (0.3026907742023468) | > loss_disc_real_4: 0.24455143511295319 (0.2578548739353816) | > loss_disc_real_5: 0.2964378893375397 (0.3651491006215413) | > loss_0: 2.1969707012176514 (2.4863707224527993) | > loss_gen: 3.1916627883911133 (2.8169638315836587) | > loss_kl: 1.76234769821167 (1.791061798731486) | > loss_feat: 6.398948669433594 (5.446638266245524) | > loss_mel: 19.617691040039062 (20.491225560506184) | > loss_duration: 2.1508164405822754 (2.2988773187001548) | > loss_1: 33.12146759033203 (32.844765981038414)  --> STEP: 4 | > loss_disc: 2.2955715656280518 (2.4386709332466125) | > loss_disc_real_0: 0.20466074347496033 (0.14762822724878788) | > loss_disc_real_1: 0.23349151015281677 (0.23165671527385712) | > loss_disc_real_2: 0.23689135909080505 (0.2592536211013794) | > loss_disc_real_3: 0.25118935108184814 (0.28981541842222214) | > loss_disc_real_4: 0.21087342500686646 (0.2461095117032528) | > loss_disc_real_5: 0.22732581198215485 (0.3306932784616947) | > loss_0: 2.2955715656280518 (2.4386709332466125) | > loss_gen: 3.248622179031372 (2.924878418445587) | > loss_kl: 2.159599542617798 (1.883196234703064) | > loss_feat: 8.877975463867188 (6.30447256565094) | > loss_mel: 20.530622482299805 (20.50107479095459) | > loss_duration: 2.2790958881378174 (2.2939319610595703) | > loss_1: 37.09591293334961 (33.90755271911621)  --> STEP: 5 | > loss_disc: 2.2076539993286133 (2.3924675464630125) | > loss_disc_real_0: 0.15670689940452576 (0.14944396167993546) | > loss_disc_real_1: 0.21443846821784973 (0.22821306586265563) | > loss_disc_real_2: 0.268388956785202 (0.2610806882381439) | > loss_disc_real_3: 0.28344255685806274 (0.28854084610939024) | > loss_disc_real_4: 0.18691866099834442 (0.2342713415622711) | > loss_disc_real_5: 0.22595885396003723 (0.30974639356136324) | > loss_0: 2.2076539993286133 (2.3924675464630125) | > loss_gen: 2.8057169914245605 (2.901046133041382) | > loss_kl: 2.8298537731170654 (2.0725277423858643) | > loss_feat: 6.946800708770752 (6.432938194274902) | > loss_mel: 20.672571182250977 (20.535374069213866) | > loss_duration: 2.395127773284912 (2.3141711235046385) | > loss_1: 35.65007019042969 (34.256056213378905)  --> STEP: 6 | > loss_disc: 2.3612747192382812 (2.3872687419255576) | > loss_disc_real_0: 0.15061913430690765 (0.14963982378443083) | > loss_disc_real_1: 0.2514006495475769 (0.23207766314347586) | > loss_disc_real_2: 0.2849973738193512 (0.26506680250167847) | > loss_disc_real_3: 0.29792484641075134 (0.2901048461596171) | > loss_disc_real_4: 0.29076164960861206 (0.24368639290332794) | > loss_disc_real_5: 0.3575420677661896 (0.31771233926216763) | > loss_0: 2.3612747192382812 (2.3872687419255576) | > loss_gen: 3.1187686920166016 (2.9373332262039185) | > loss_kl: 1.958947777748108 (2.0535977482795715) | > loss_feat: 6.123602390289307 (6.38138222694397) | > loss_mel: 20.347248077392578 (20.504019737243652) | > loss_duration: 2.0941288471221924 (2.277497410774231) | > loss_1: 33.642696380615234 (34.15382957458496)  --> STEP: 7 | > loss_disc: 2.508202075958252 (2.404544932501657) | > loss_disc_real_0: 0.07507896423339844 (0.13898827241999762) | > loss_disc_real_1: 0.35936737060546875 (0.2502619070666177) | > loss_disc_real_2: 0.26893484592437744 (0.2656193801334926) | > loss_disc_real_3: 0.27304914593696594 (0.2876683175563812) | > loss_disc_real_4: 0.281742662191391 (0.24912300280162267) | > loss_disc_real_5: 0.3474387228488922 (0.32195896548884256) | > loss_0: 2.508202075958252 (2.404544932501657) | > loss_gen: 2.530024766921997 (2.879146303449358) | > loss_kl: 2.7841851711273193 (2.157967380114964) | > loss_feat: 4.321793079376221 (6.087155205862863) | > loss_mel: 20.08133316040039 (20.443635940551758) | > loss_duration: 2.4326820373535156 (2.2996666431427) | > loss_1: 32.15001678466797 (33.86757060459682)  --> STEP: 8 | > loss_disc: 2.0761806964874268 (2.363499402999878) | > loss_disc_real_0: 0.16274693608283997 (0.14195810537785292) | > loss_disc_real_1: 0.21555815637111664 (0.2459239382296801) | > loss_disc_real_2: 0.18802832067012787 (0.255920497700572) | > loss_disc_real_3: 0.17114298045635223 (0.2731026504188776) | > loss_disc_real_4: 0.18405669927597046 (0.24098971486091614) | > loss_disc_real_5: 0.2785637378692627 (0.3165345620363951) | > loss_0: 2.0761806964874268 (2.363499402999878) | > loss_gen: 2.8163390159606934 (2.871295392513275) | > loss_kl: 2.285078287124634 (2.173856243491173) | > loss_feat: 6.950223445892334 (6.195038735866547) | > loss_mel: 20.67872428894043 (20.473021984100342) | > loss_duration: 2.1856367588043213 (2.285412907600403) | > loss_1: 34.9160041809082 (33.99862480163574)  --> STEP: 9 | > loss_disc: 2.451911449432373 (2.3733229637145996) | > loss_disc_real_0: 0.4320002496242523 (0.1741850102941195) | > loss_disc_real_1: 0.15321345627307892 (0.23562277356783548) | > loss_disc_real_2: 0.21451780200004578 (0.2513201981782913) | > loss_disc_real_3: 0.20036184787750244 (0.26502033902539146) | > loss_disc_real_4: 0.2257973551750183 (0.23930167489581639) | > loss_disc_real_5: 0.1760963797569275 (0.30093031956089866) | > loss_0: 2.451911449432373 (2.3733229637145996) | > loss_gen: 2.784200668334961 (2.8616182009379068) | > loss_kl: 2.0605032444000244 (2.1612614658143787) | > loss_feat: 10.909764289855957 (6.718897130754259) | > loss_mel: 21.4417781829834 (20.580661561754013) | > loss_duration: 2.129678249359131 (2.2681090566847057) | > loss_1: 39.32592010498047 (34.59054650200738)  --> STEP: 10 | > loss_disc: 2.362487554550171 (2.372239422798157) | > loss_disc_real_0: 0.2228756546974182 (0.1790540747344494) | > loss_disc_real_1: 0.2709225118160248 (0.2391527473926544) | > loss_disc_real_2: 0.2779501974582672 (0.2539831981062889) | > loss_disc_real_3: 0.31353187561035156 (0.2698714926838875) | > loss_disc_real_4: 0.2391420304775238 (0.2392857104539871) | > loss_disc_real_5: 0.23230639100074768 (0.2940679267048836) | > loss_0: 2.362487554550171 (2.372239422798157) | > loss_gen: 3.3305654525756836 (2.9085129261016847) | > loss_kl: 1.9067882299423218 (2.135814142227173) | > loss_feat: 7.046918869018555 (6.751699304580688) | > loss_mel: 20.247549057006836 (20.547350311279295) | > loss_duration: 2.2710330486297607 (2.2684014558792116) | > loss_1: 34.8028564453125 (34.61177749633789)  --> STEP: 11 | > loss_disc: 1.9983415603637695 (2.338248708031394) | > loss_disc_real_0: 0.12260573357343674 (0.1739224073561755) | > loss_disc_real_1: 0.16977588832378387 (0.23284576020457529) | > loss_disc_real_2: 0.2625056803226471 (0.25475796921686694) | > loss_disc_real_3: 0.19053557515144348 (0.2626591365445744) | > loss_disc_real_4: 0.1780683845281601 (0.23372049900618466) | > loss_disc_real_5: 0.2114807367324829 (0.2865600003437562) | > loss_0: 1.9983415603637695 (2.338248708031394) | > loss_gen: 3.064781665802002 (2.9227191751653496) | > loss_kl: 2.164372205734253 (2.1384103298187256) | > loss_feat: 8.16338062286377 (6.88003396987915) | > loss_mel: 19.092226028442383 (20.41506628556685) | > loss_duration: 2.349386215209961 (2.2757637067274614) | > loss_1: 34.834144592285156 (34.631992686878554)  --> STEP: 12 | > loss_disc: 1.9968724250793457 (2.3098006844520564) | > loss_disc_real_0: 0.1484616994857788 (0.17180068170030913) | > loss_disc_real_1: 0.20291683077812195 (0.23035168275237083) | > loss_disc_real_2: 0.26682528853416443 (0.25576357915997505) | > loss_disc_real_3: 0.1720387488603592 (0.2551074375708898) | > loss_disc_real_4: 0.1385820060968399 (0.22579229126373926) | > loss_disc_real_5: 0.19344541430473328 (0.278800451507171) | > loss_0: 1.9968724250793457 (2.3098006844520564) | > loss_gen: 2.86348819732666 (2.917783260345459) | > loss_kl: 2.0034539699554443 (2.1271639664967856) | > loss_feat: 6.800082206726074 (6.873371322949727) | > loss_mel: 19.038677215576172 (20.30036719640096) | > loss_duration: 2.1760287284851074 (2.2674524585405984) | > loss_1: 32.88172912597656 (34.486137390136726)  --> STEP: 13 | > loss_disc: 2.4935989379882812 (2.3239390116471506) | > loss_disc_real_0: 0.20757558941841125 (0.17455259767862466) | > loss_disc_real_1: 0.15366919338703156 (0.2244530297242678) | > loss_disc_real_2: 0.26689764857292175 (0.256620046037894) | > loss_disc_real_3: 0.23673470318317413 (0.2536941503102963) | > loss_disc_real_4: 0.22088861465454102 (0.22541508537072402) | > loss_disc_real_5: 0.22551457583904266 (0.274701537994238) | > loss_0: 2.4935989379882812 (2.3239390116471506) | > loss_gen: 2.44834041595459 (2.881672272315392) | > loss_kl: 2.2269043922424316 (2.1348363069387584) | > loss_feat: 6.139432907104492 (6.8169145217308635) | > loss_mel: 19.607580184936523 (20.247075887826774) | > loss_duration: 2.099177837371826 (2.2545082569122314) | > loss_1: 32.52143478393555 (34.33500642042895)  --> STEP: 14 | > loss_disc: 2.4324769973754883 (2.3316917249134606) | > loss_disc_real_0: 0.2211054563522339 (0.17787780186959676) | > loss_disc_real_1: 0.20558807253837585 (0.22310553278241838) | > loss_disc_real_2: 0.24668604135513306 (0.25591047427483965) | > loss_disc_real_3: 0.2544157803058624 (0.2537456953099796) | > loss_disc_real_4: 0.19903720915317535 (0.22353095135518483) | > loss_disc_real_5: 0.25467732548713684 (0.27327123710087364) | > loss_0: 2.4324769973754883 (2.3316917249134606) | > loss_gen: 2.686899185180664 (2.8677599089486256) | > loss_kl: 2.4447708129882812 (2.1569744859422957) | > loss_feat: 7.541762828826904 (6.868689400809152) | > loss_mel: 20.19181251525879 (20.243128504071915) | > loss_duration: 2.3960201740264893 (2.2646162509918213) | > loss_1: 35.26126480102539 (34.40116773332869)  --> STEP: 15 | > loss_disc: 2.328371524810791 (2.331470378239949) | > loss_disc_real_0: 0.19995424151420593 (0.1793495645125707) | > loss_disc_real_1: 0.27507174015045166 (0.22656994660695393) | > loss_disc_real_2: 0.2675308287143707 (0.25668516457080837) | > loss_disc_real_3: 0.2645271122455597 (0.25446445643901827) | > loss_disc_real_4: 0.1744469553232193 (0.22025868495305378) | > loss_disc_real_5: 0.2494453638792038 (0.27168284555276234) | > loss_0: 2.328371524810791 (2.331470378239949) | > loss_gen: 2.9683878421783447 (2.874468437830607) | > loss_kl: 2.810790538787842 (2.2005622227986654) | > loss_feat: 6.802423000335693 (6.864271640777588) | > loss_mel: 19.8310604095459 (20.215657297770182) | > loss_duration: 2.312493324279785 (2.2678080558776856) | > loss_1: 34.725154876708984 (34.42276687622071)  --> STEP: 16 | > loss_disc: 2.2486090660095215 (2.3262915462255473) | > loss_disc_real_0: 0.1726730763912201 (0.1789322840049863) | > loss_disc_real_1: 0.18315210938453674 (0.22385633178055286) | > loss_disc_real_2: 0.26982101798057556 (0.2575061554089188) | > loss_disc_real_3: 0.2407890409231186 (0.2536097429692745) | > loss_disc_real_4: 0.17296884953975677 (0.21730307023972273) | > loss_disc_real_5: 0.19994856417179108 (0.26719945296645164) | > loss_0: 2.2486090660095215 (2.3262915462255473) | > loss_gen: 2.8416860103607178 (2.872419536113739) | > loss_kl: 1.7946043014526367 (2.1751898527145386) | > loss_feat: 9.429911613464355 (7.024624139070511) | > loss_mel: 19.7485408782959 (20.18646252155304) | > loss_duration: 2.3667211532592773 (2.273990124464035) | > loss_1: 36.18146514892578 (34.53268551826478)  --> STEP: 17 | > loss_disc: 2.5103540420532227 (2.3371187518624694) | > loss_disc_real_0: 0.22236165404319763 (0.18148695283076344) | > loss_disc_real_1: 0.21130485832691193 (0.22311800981269164) | > loss_disc_real_2: 0.24931582808494568 (0.25702437144868506) | > loss_disc_real_3: 0.28619590401649475 (0.2555265759720522) | > loss_disc_real_4: 0.1908312439918518 (0.21574590398984797) | > loss_disc_real_5: 0.2473839819431305 (0.2660338370239033) | > loss_0: 2.5103540420532227 (2.3371187518624694) | > loss_gen: 2.789825439453125 (2.867561059839585) | > loss_kl: 1.6618669033050537 (2.144994385102216) | > loss_feat: 7.477981090545654 (7.051292195039637) | > loss_mel: 21.507789611816406 (20.264187644509708) | > loss_duration: 2.3853485584259033 (2.280540620579439) | > loss_1: 35.822811126708984 (34.608575259937965)  --> STEP: 18 | > loss_disc: 2.2977192401885986 (2.33492989010281) | > loss_disc_real_0: 0.1272997111082077 (0.17847655051284367) | > loss_disc_real_1: 0.23956890404224396 (0.2240319483810001) | > loss_disc_real_2: 0.1862293928861618 (0.25309131708410043) | > loss_disc_real_3: 0.26673245429992676 (0.2561491247680452) | > loss_disc_real_4: 0.16299469769001007 (0.21281528141763476) | > loss_disc_real_5: 0.2156720906496048 (0.2632359622253312) | > loss_0: 2.2977192401885986 (2.33492989010281) | > loss_gen: 2.7667293548583984 (2.8619592984517417) | > loss_kl: 2.2531752586364746 (2.151004433631897) | > loss_feat: 10.023470878601074 (7.216413233015272) | > loss_mel: 20.269935607910156 (20.264506975809734) | > loss_duration: 2.215955972671509 (2.276952584584554) | > loss_1: 37.529266357421875 (34.77083587646485)  --> STEP: 19 | > loss_disc: 2.4771065711975098 (2.3424128733183203) | > loss_disc_real_0: 0.22656038403511047 (0.18100727859296298) | > loss_disc_real_1: 0.23929747939109802 (0.22483539738153158) | > loss_disc_real_2: 0.3003736734390259 (0.2555798621554123) | > loss_disc_real_3: 0.254310667514801 (0.2560523638599797) | > loss_disc_real_4: 0.2572661340236664 (0.21515479997584694) | > loss_disc_real_5: 0.3800421953201294 (0.26938365870400477) | > loss_0: 2.4771065711975098 (2.3424128733183203) | > loss_gen: 3.0227177143096924 (2.870420267707423) | > loss_kl: 1.6902461051940918 (2.126753995293065) | > loss_feat: 6.157158374786377 (7.1606629773190145) | > loss_mel: 19.58949851989746 (20.228980214972246) | > loss_duration: 2.33223295211792 (2.2798620776126257) | > loss_1: 32.79185485839844 (34.66667898077714)  --> STEP: 20 | > loss_disc: 2.416797399520874 (2.3461320996284476) | > loss_disc_real_0: 0.3460811376571655 (0.1892609715461731) | > loss_disc_real_1: 0.2184114307165146 (0.2245141990482807) | > loss_disc_real_2: 0.2593322694301605 (0.2557674825191497) | > loss_disc_real_3: 0.2217111587524414 (0.25433530360460277) | > loss_disc_real_4: 0.1971675455570221 (0.2142554372549057) | > loss_disc_real_5: 0.228032648563385 (0.2673161081969738) | > loss_0: 2.416797399520874 (2.3461320996284476) | > loss_gen: 2.9595706462860107 (2.8748777866363526) | > loss_kl: 1.5745162963867188 (2.099142110347748) | > loss_feat: 6.948617935180664 (7.150060725212097) | > loss_mel: 22.06770133972168 (20.320916271209718) | > loss_duration: 2.3135757446289062 (2.2815477609634396) | > loss_1: 35.863983154296875 (34.72654418945313)  --> STEP: 21 | > loss_disc: 2.4557340145111084 (2.351351238432384) | > loss_disc_real_0: 0.11754127591848373 (0.18584574794485456) | > loss_disc_real_1: 0.31122639775276184 (0.22864335136754171) | > loss_disc_real_2: 0.2487902045249939 (0.2554352311860947) | > loss_disc_real_3: 0.30823299288749695 (0.2569018602371215) | > loss_disc_real_4: 0.23681877553462982 (0.21532988193489255) | > loss_disc_real_5: 0.33038437366485596 (0.27031935893353964) | > loss_0: 2.4557340145111084 (2.351351238432384) | > loss_gen: 2.6795144081115723 (2.865574768611363) | > loss_kl: 2.254112482070923 (2.106521651858375) | > loss_feat: 5.369568347930908 (7.065275373912993) | > loss_mel: 19.33233070373535 (20.273840767996653) | > loss_duration: 2.1637086868286133 (2.275936376480829) | > loss_1: 31.799236297607422 (34.587148575555716)  --> STEP: 22 | > loss_disc: 2.204989194869995 (2.344698418270457) | > loss_disc_real_0: 0.11476913839578629 (0.18261499296535144) | > loss_disc_real_1: 0.1437440812587738 (0.224784293635325) | > loss_disc_real_2: 0.17303766310214996 (0.251689887182279) | > loss_disc_real_3: 0.17634879052639008 (0.25324035706845194) | > loss_disc_real_4: 0.14930546283721924 (0.2123287719759074) | > loss_disc_real_5: 0.1643574982881546 (0.2655029107223858) | > loss_0: 2.204989194869995 (2.344698418270457) | > loss_gen: 2.657764196395874 (2.856128833510659) | > loss_kl: 1.591974139213562 (2.083133128556338) | > loss_feat: 9.954571723937988 (7.196607026186856) | > loss_mel: 20.284576416015625 (20.274328751997515) | > loss_duration: 2.145927906036377 (2.2700269005515357) | > loss_1: 36.63481521606445 (34.680224331942476)  --> STEP: 23 | > loss_disc: 2.0989184379577637 (2.3340123321699053) | > loss_disc_real_0: 0.16532880067825317 (0.18186341938765152) | > loss_disc_real_1: 0.22272105515003204 (0.2246945876142253) | > loss_disc_real_2: 0.26520970463752747 (0.2522777053325072) | > loss_disc_real_3: 0.23054054379463196 (0.2522534086652424) | > loss_disc_real_4: 0.1726100742816925 (0.21060187207615894) | > loss_disc_real_5: 0.22894369065761566 (0.26391337941522186) | > loss_0: 2.0989184379577637 (2.3340123321699053) | > loss_gen: 3.103445529937744 (2.866881733355315) | > loss_kl: 2.121368169784546 (2.084795521653217) | > loss_feat: 7.245395183563232 (7.198728250420612) | > loss_mel: 18.116966247558594 (20.1805303822393) | > loss_duration: 2.2579593658447266 (2.2695022251295005) | > loss_1: 32.84513473510742 (34.60043782773226)  --> STEP: 24 | > loss_disc: 2.386091709136963 (2.3361823062101994) | > loss_disc_real_0: 0.17442399263381958 (0.18155344327290854) | > loss_disc_real_1: 0.18051664531230927 (0.22285384001831213) | > loss_disc_real_2: 0.28177762031555176 (0.25350686845680076) | > loss_disc_real_3: 0.23735398054122925 (0.25163259916007513) | > loss_disc_real_4: 0.20457477867603302 (0.21035074318448702) | > loss_disc_real_5: 0.30144888162612915 (0.2654773586740097) | > loss_0: 2.386091709136963 (2.3361823062101994) | > loss_gen: 2.543123722076416 (2.853391816218694) | > loss_kl: 2.1946284770965576 (2.0893718947966895) | > loss_feat: 5.7047200202941895 (7.136477907498677) | > loss_mel: 20.44983673095703 (20.19175148010254) | > loss_duration: 2.4430856704711914 (2.2767348686854043) | > loss_1: 33.33539581298828 (34.54772774378459)  --> STEP: 25 | > loss_disc: 2.117488145828247 (2.3274345397949214) | > loss_disc_real_0: 0.15083980560302734 (0.18032489776611327) | > loss_disc_real_1: 0.18304474651813507 (0.22126147627830506) | > loss_disc_real_2: 0.15979348123073578 (0.24975833296775818) | > loss_disc_real_3: 0.1527222990989685 (0.24767618715763084) | > loss_disc_real_4: 0.14996100962162018 (0.20793515384197236) | > loss_disc_real_5: 0.2472371757030487 (0.26474775135517126) | > loss_0: 2.117488145828247 (2.3274345397949214) | > loss_gen: 2.5194292068481445 (2.840033311843872) | > loss_kl: 2.0964720249176025 (2.089655900001526) | > loss_feat: 7.290715217590332 (7.142647399902343) | > loss_mel: 18.333080291748047 (20.11740463256836) | > loss_duration: 2.322172164916992 (2.278552360534668) | > loss_1: 32.561866760253906 (34.468293304443364)  --> STEP: 26 | > loss_disc: 2.231234550476074 (2.3237345402057348) | > loss_disc_real_0: 0.1422853171825409 (0.17886183697443742) | > loss_disc_real_1: 0.22249196469783783 (0.2213088027559794) | > loss_disc_real_2: 0.18857316672801971 (0.24740505734315285) | > loss_disc_real_3: 0.1852869689464569 (0.24527660184181646) | > loss_disc_real_4: 0.26040273904800415 (0.20995313788835818) | > loss_disc_real_5: 0.22044576704502106 (0.26304382888170397) | > loss_0: 2.231234550476074 (2.3237345402057348) | > loss_gen: 2.341296434402466 (2.820851124249972) | > loss_kl: 2.096856117248535 (2.089932831434103) | > loss_feat: 7.983133792877197 (7.174973799632146) | > loss_mel: 20.571491241455078 (20.134869502140926) | > loss_duration: 2.263831615447998 (2.2779861780313344) | > loss_1: 35.25661087036133 (34.49861321082482) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025792488685021033 (+0.0002530904916616585) | > avg_loss_disc: 2.3237345402057348 (+0.07307892120801407) | > avg_loss_disc_real_0: 0.17886183697443742 (+0.07927520874028023) | > avg_loss_disc_real_1: 0.2213088027559794 (-0.05946739017963412) | > avg_loss_disc_real_2: 0.24740505734315285 (-0.010835136071993684) | > avg_loss_disc_real_3: 0.24527660184181646 (-0.02192299354534885) | > avg_loss_disc_real_4: 0.20995313788835818 (-0.0447144909546926) | > avg_loss_disc_real_5: 0.26304382888170397 (+0.012623164516228969) | > avg_loss_0: 2.3237345402057348 (+0.07307892120801407) | > avg_loss_gen: 2.820851124249972 (-0.15500960900233318) | > avg_loss_kl: 2.089932831434103 (+0.11149048805236861) | > avg_loss_feat: 7.174973799632146 (-0.6930998472067023) | > avg_loss_mel: 20.134869502140926 (-0.5501830761249238) | > avg_loss_duration: 2.2779861780313344 (+0.007458916077246691) | > avg_loss_1: 34.49861321082482 (-1.2793423579289325)  > EPOCH: 103/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:27:35)   --> TIME: 2024-06-10 19:27:39 -- STEP: 9/330 -- GLOBAL_STEP: 122000 | > loss_disc: 2.320035219192505 (2.321467638015747) | > loss_disc_real_0: 0.08414854854345322 (0.10740726358360714) | > loss_disc_real_1: 0.20931246876716614 (0.1915158083041509) | > loss_disc_real_2: 0.2242942899465561 (0.2117889705631468) | > loss_disc_real_3: 0.22453095018863678 (0.22176548010773128) | > loss_disc_real_4: 0.21902982890605927 (0.22427474293443891) | > loss_disc_real_5: 0.21879833936691284 (0.23016218344370523) | > loss_0: 2.320035219192505 (2.321467638015747) | > grad_norm_0: tensor(8.5541, device='cuda:0') (tensor(11.8180, device='cuda:0')) | > loss_gen: 2.449197769165039 (2.415194617377387) | > loss_kl: 1.4686607122421265 (1.6351294252607558) | > loss_feat: 6.6281867027282715 (6.375881459977892) | > loss_mel: 20.788867950439453 (20.019989013671875) | > loss_duration: 2.2387304306030273 (2.300771289401584) | > loss_1: 33.57364273071289 (32.74696583218045) | > grad_norm_1: tensor(57.7235, device='cuda:0') (tensor(122.7586, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3555 (0.3580218685997857) | > loader_time: 0.0031 (0.0032683213551839194) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_122000.pth  --> TIME: 2024-06-10 19:27:52 -- STEP: 34/330 -- GLOBAL_STEP: 122025 | > loss_disc: 2.2471282482147217 (2.255843492115245) | > loss_disc_real_0: 0.12516026198863983 (0.10708270682131543) | > loss_disc_real_1: 0.24463766813278198 (0.19335178285837173) | > loss_disc_real_2: 0.1853732317686081 (0.2137620795299025) | > loss_disc_real_3: 0.21050067245960236 (0.22138130138902104) | > loss_disc_real_4: 0.1982301026582718 (0.2167733850724557) | > loss_disc_real_5: 0.17190703749656677 (0.2154311073177001) | > loss_0: 2.2471282482147217 (2.255843492115245) | > grad_norm_0: tensor(6.1463, device='cuda:0') (tensor(10.0550, device='cuda:0')) | > loss_gen: 2.7262959480285645 (2.5593782172483555) | > loss_kl: 1.6986162662506104 (1.6867869741776411) | > loss_feat: 8.210976600646973 (7.112041066674625) | > loss_mel: 20.281536102294922 (20.10947098451502) | > loss_duration: 2.1293818950653076 (2.1540657492244946) | > loss_1: 35.04680633544922 (33.62174342660344) | > grad_norm_1: tensor(159.2117, device='cuda:0') (tensor(114.5481, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3291 (0.3469003999934477) | > loader_time: 0.0032 (0.0031360878663904525)  --> TIME: 2024-06-10 19:28:01 -- STEP: 59/330 -- GLOBAL_STEP: 122050 | > loss_disc: 2.288633346557617 (2.253814664937682) | > loss_disc_real_0: 0.09751959145069122 (0.10835240768679118) | > loss_disc_real_1: 0.21119806170463562 (0.1969778302867534) | > loss_disc_real_2: 0.21328334510326385 (0.2148975431919098) | > loss_disc_real_3: 0.2168775051832199 (0.22341353433617092) | > loss_disc_real_4: 0.187347412109375 (0.21509553542581655) | > loss_disc_real_5: 0.21573995053768158 (0.21294707236653668) | > loss_0: 2.288633346557617 (2.253814664937682) | > grad_norm_0: tensor(10.5534, device='cuda:0') (tensor(10.2262, device='cuda:0')) | > loss_gen: 2.4778451919555664 (2.5829921011197365) | > loss_kl: 1.6131948232650757 (1.6605413081282276) | > loss_feat: 7.206997871398926 (7.225376783791235) | > loss_mel: 19.394298553466797 (20.141593545170153) | > loss_duration: 2.040046215057373 (2.117928751444412) | > loss_1: 32.732383728027344 (33.72843263917049) | > grad_norm_1: tensor(129.0153, device='cuda:0') (tensor(128.5053, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3374 (0.3464300592066878) | > loader_time: 0.0034 (0.0032685409157963124)  --> TIME: 2024-06-10 19:28:10 -- STEP: 84/330 -- GLOBAL_STEP: 122075 | > loss_disc: 2.1792070865631104 (2.253896154108502) | > loss_disc_real_0: 0.11936311423778534 (0.11170933661716324) | > loss_disc_real_1: 0.17491427063941956 (0.19720359483645075) | > loss_disc_real_2: 0.21809795498847961 (0.21447508516056196) | > loss_disc_real_3: 0.20527373254299164 (0.22208309705768312) | > loss_disc_real_4: 0.2132853865623474 (0.21475790653909957) | > loss_disc_real_5: 0.18453645706176758 (0.21053257832924524) | > loss_0: 2.1792070865631104 (2.253896154108502) | > grad_norm_0: tensor(9.2970, device='cuda:0') (tensor(10.3800, device='cuda:0')) | > loss_gen: 2.5074920654296875 (2.584134385699317) | > loss_kl: 1.5348399877548218 (1.6715655497142248) | > loss_feat: 7.588364601135254 (7.27057379200345) | > loss_mel: 20.681304931640625 (20.07387297494071) | > loss_duration: 2.152106761932373 (2.101738174756368) | > loss_1: 34.464107513427734 (33.70188510985601) | > grad_norm_1: tensor(212.9644, device='cuda:0') (tensor(140.4614, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3559 (0.3479339962913876) | > loader_time: 0.0038 (0.0033652839206513904)  --> TIME: 2024-06-10 19:28:19 -- STEP: 109/330 -- GLOBAL_STEP: 122100 | > loss_disc: 2.3551909923553467 (2.253675810787657) | > loss_disc_real_0: 0.14992722868919373 (0.11155594215480559) | > loss_disc_real_1: 0.2780623137950897 (0.1975510136796794) | > loss_disc_real_2: 0.21704357862472534 (0.21273120731935588) | > loss_disc_real_3: 0.241514191031456 (0.22109328524782024) | > loss_disc_real_4: 0.23844696581363678 (0.2151641706261066) | > loss_disc_real_5: 0.23442494869232178 (0.21081612211301787) | > loss_0: 2.3551909923553467 (2.253675810787657) | > grad_norm_0: tensor(17.7497, device='cuda:0') (tensor(10.1273, device='cuda:0')) | > loss_gen: 2.665839672088623 (2.5920326950353214) | > loss_kl: 1.6533297300338745 (1.6701611094518538) | > loss_feat: 7.220008373260498 (7.2840064206254596) | > loss_mel: 20.110126495361328 (20.060332989473945) | > loss_duration: 2.034071445465088 (2.0967352259049727) | > loss_1: 33.68337631225586 (33.70326861110302) | > grad_norm_1: tensor(226.3207, device='cuda:0') (tensor(140.9687, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3734 (0.35291462207059243) | > loader_time: 0.0036 (0.003466170862180377)  --> TIME: 2024-06-10 19:28:28 -- STEP: 134/330 -- GLOBAL_STEP: 122125 | > loss_disc: 2.2677183151245117 (2.2578568956745215) | > loss_disc_real_0: 0.12857942283153534 (0.11138895304122967) | > loss_disc_real_1: 0.2024286389350891 (0.19824698645232328) | > loss_disc_real_2: 0.21399980783462524 (0.21503866052449638) | > loss_disc_real_3: 0.2262120395898819 (0.22100105069911302) | > loss_disc_real_4: 0.2139379382133484 (0.21374454805210458) | > loss_disc_real_5: 0.20747587084770203 (0.2098447254567004) | > loss_0: 2.2677183151245117 (2.2578568956745215) | > grad_norm_0: tensor(32.5947, device='cuda:0') (tensor(11.3079, device='cuda:0')) | > loss_gen: 2.49979305267334 (2.587974841914959) | > loss_kl: 1.6253050565719604 (1.6614942666309982) | > loss_feat: 7.417713165283203 (7.268441940421488) | > loss_mel: 19.986534118652344 (20.077150743399088) | > loss_duration: 2.0856003761291504 (2.0963991969379028) | > loss_1: 33.61494827270508 (33.69146109339017) | > grad_norm_1: tensor(155.3079, device='cuda:0') (tensor(156.1809, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3714 (0.3568160480527735) | > loader_time: 0.0045 (0.0036158063518467233)  --> TIME: 2024-06-10 19:28:38 -- STEP: 159/330 -- GLOBAL_STEP: 122150 | > loss_disc: 2.1492700576782227 (2.2564982783119643) | > loss_disc_real_0: 0.10289227962493896 (0.11134729290720802) | > loss_disc_real_1: 0.1829482913017273 (0.1977945798597996) | > loss_disc_real_2: 0.2160152643918991 (0.21560788473243234) | > loss_disc_real_3: 0.22257433831691742 (0.22079623495257875) | > loss_disc_real_4: 0.17270086705684662 (0.2139807681804933) | > loss_disc_real_5: 0.1989993304014206 (0.20963234815207668) | > loss_0: 2.1492700576782227 (2.2564982783119643) | > grad_norm_0: tensor(20.7880, device='cuda:0') (tensor(12.3054, device='cuda:0')) | > loss_gen: 2.760442018508911 (2.5913244343403745) | > loss_kl: 1.809451699256897 (1.6588460731806245) | > loss_feat: 7.630788326263428 (7.279898190648301) | > loss_mel: 20.500959396362305 (20.077636190930246) | > loss_duration: 2.07464599609375 (2.0965253332126075) | > loss_1: 34.77628707885742 (33.70423021856344) | > grad_norm_1: tensor(341.4455, device='cuda:0') (tensor(168.2616, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.3648 (0.35956968001599593) | > loader_time: 0.0043 (0.0037425793941665746)  --> TIME: 2024-06-10 19:28:48 -- STEP: 184/330 -- GLOBAL_STEP: 122175 | > loss_disc: 2.229879379272461 (2.26077956609104) | > loss_disc_real_0: 0.18787309527397156 (0.11267120087438304) | > loss_disc_real_1: 0.20861543715000153 (0.19908365412898685) | > loss_disc_real_2: 0.23347409069538116 (0.21514950093367827) | > loss_disc_real_3: 0.22272443771362305 (0.2213312538097734) | > loss_disc_real_4: 0.22578245401382446 (0.21427986989526646) | > loss_disc_real_5: 0.20714159309864044 (0.2099180222367463) | > loss_0: 2.229879379272461 (2.26077956609104) | > grad_norm_0: tensor(11.2642, device='cuda:0') (tensor(13.3625, device='cuda:0')) | > loss_gen: 2.7012484073638916 (2.5893879105215483) | > loss_kl: 1.6054877042770386 (1.6590758879547534) | > loss_feat: 7.339369297027588 (7.283622925696165) | > loss_mel: 19.279367446899414 (20.066328504811164) | > loss_duration: 2.115105628967285 (2.1007019501665374) | > loss_1: 33.04057693481445 (33.699117173319294) | > grad_norm_1: tensor(204.3455, device='cuda:0') (tensor(177.8112, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.371 (0.36206043803173577) | > loader_time: 0.0056 (0.0038590729236602783)  --> TIME: 2024-06-10 19:28:58 -- STEP: 209/330 -- GLOBAL_STEP: 122200 | > loss_disc: 2.2379519939422607 (2.2573617462906546) | > loss_disc_real_0: 0.1501263976097107 (0.11343204903830752) | > loss_disc_real_1: 0.19335268437862396 (0.19926719331855408) | > loss_disc_real_2: 0.23111595213413239 (0.21462236394722495) | > loss_disc_real_3: 0.2045530080795288 (0.22077230039680973) | > loss_disc_real_4: 0.2041797786951065 (0.2138879352636885) | > loss_disc_real_5: 0.18580421805381775 (0.20925675232729843) | > loss_0: 2.2379519939422607 (2.2573617462906546) | > grad_norm_0: tensor(34.8842, device='cuda:0') (tensor(14.6588, device='cuda:0')) | > loss_gen: 2.8289096355438232 (2.5959479877252893) | > loss_kl: 1.5662565231323242 (1.6608370365708638) | > loss_feat: 8.216459274291992 (7.3245108207447105) | > loss_mel: 19.61026954650879 (20.052055075978554) | > loss_duration: 2.1554853916168213 (2.106049900419975) | > loss_1: 34.377384185791016 (33.73940078151283) | > grad_norm_1: tensor(262.1934, device='cuda:0') (tensor(190.1057, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.4108 (0.3659554257917634) | > loader_time: 0.0049 (0.003992138867172899)  --> TIME: 2024-06-10 19:29:08 -- STEP: 234/330 -- GLOBAL_STEP: 122225 | > loss_disc: 2.3544647693634033 (2.255816395466146) | > loss_disc_real_0: 0.10572286695241928 (0.11398522474635871) | > loss_disc_real_1: 0.1424955129623413 (0.19905080041314802) | > loss_disc_real_2: 0.20257443189620972 (0.21429637794056508) | > loss_disc_real_3: 0.25408220291137695 (0.22041220523608038) | > loss_disc_real_4: 0.20688270032405853 (0.21321762926303423) | > loss_disc_real_5: 0.2343878448009491 (0.20881103176591742) | > loss_0: 2.3544647693634033 (2.255816395466146) | > grad_norm_0: tensor(28.5282, device='cuda:0') (tensor(16.0042, device='cuda:0')) | > loss_gen: 2.6380093097686768 (2.6026239975904804) | > loss_kl: 1.553118109703064 (1.6520581739580529) | > loss_feat: 7.4471869468688965 (7.348466428936037) | > loss_mel: 20.829172134399414 (20.037881794138855) | > loss_duration: 2.16756010055542 (2.112497709755205) | > loss_1: 34.635047912597656 (33.75352804069847) | > grad_norm_1: tensor(434.6520, device='cuda:0') (tensor(202.0015, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.4127 (0.370063928457407) | > loader_time: 0.006 (0.004137966367933484)  --> TIME: 2024-06-10 19:29:19 -- STEP: 259/330 -- GLOBAL_STEP: 122250 | > loss_disc: 2.2542779445648193 (2.2575623648507266) | > loss_disc_real_0: 0.061792321503162384 (0.11441872476035564) | > loss_disc_real_1: 0.18067924678325653 (0.19955933421965272) | > loss_disc_real_2: 0.17940276861190796 (0.21416280260417453) | > loss_disc_real_3: 0.20507130026817322 (0.2205041879967833) | > loss_disc_real_4: 0.1586187481880188 (0.2138934218860501) | > loss_disc_real_5: 0.18655024468898773 (0.2092270239554777) | > loss_0: 2.2542779445648193 (2.2575623648507266) | > grad_norm_0: tensor(36.6954, device='cuda:0') (tensor(17.6803, device='cuda:0')) | > loss_gen: 2.576982259750366 (2.607057701206575) | > loss_kl: 1.6546086072921753 (1.6506583345442665) | > loss_feat: 8.080606460571289 (7.358777268973096) | > loss_mel: 18.99439239501953 (20.016499478844604) | > loss_duration: 2.211263418197632 (2.1184590497992684) | > loss_1: 33.517852783203125 (33.75145179424509) | > grad_norm_1: tensor(325.6299, device='cuda:0') (tensor(216.7448, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.4266 (0.37475996404080786) | > loader_time: 0.0064 (0.004287994966543778)  --> TIME: 2024-06-10 19:29:30 -- STEP: 284/330 -- GLOBAL_STEP: 122275 | > loss_disc: 2.323054790496826 (2.263607239219506) | > loss_disc_real_0: 0.08747068047523499 (0.11657603064053496) | > loss_disc_real_1: 0.23381327092647552 (0.2004532082872071) | > loss_disc_real_2: 0.23486635088920593 (0.21436757452681032) | > loss_disc_real_3: 0.24779930710792542 (0.22095752392016668) | > loss_disc_real_4: 0.2403489202260971 (0.21441942972826286) | > loss_disc_real_5: 0.24304142594337463 (0.20960760698981692) | > loss_0: 2.323054790496826 (2.263607239219506) | > grad_norm_0: tensor(8.2461, device='cuda:0') (tensor(19.1570, device='cuda:0')) | > loss_gen: 2.546360731124878 (2.611072612480378) | > loss_kl: 1.5066274404525757 (1.6454386883218524) | > loss_feat: 7.199563503265381 (7.3618958080318615) | > loss_mel: 19.043731689453125 (19.973441412751107) | > loss_duration: 2.2179670333862305 (2.1263151840424883) | > loss_1: 32.514251708984375 (33.71816363133177) | > grad_norm_1: tensor(225.6118, device='cuda:0') (tensor(225.6624, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.4609 (0.380734963316313) | > loader_time: 0.0066 (0.004441612203356244)  --> TIME: 2024-06-10 19:29:42 -- STEP: 309/330 -- GLOBAL_STEP: 122300 | > loss_disc: 2.483747959136963 (2.2657064164726495) | > loss_disc_real_0: 0.10189506411552429 (0.11705349270001199) | > loss_disc_real_1: 0.19108492136001587 (0.20090136098340872) | > loss_disc_real_2: 0.21365390717983246 (0.2142547618802697) | > loss_disc_real_3: 0.2764955461025238 (0.22060484509059144) | > loss_disc_real_4: 0.22501003742218018 (0.21434159239326095) | > loss_disc_real_5: 0.2284422665834427 (0.20945531804970557) | > loss_0: 2.483747959136963 (2.2657064164726495) | > grad_norm_0: tensor(13.5037, device='cuda:0') (tensor(19.7777, device='cuda:0')) | > loss_gen: 2.423781156539917 (2.605282199421361) | > loss_kl: 1.4658093452453613 (1.6440680582546492) | > loss_feat: 6.620978832244873 (7.375017602852633) | > loss_mel: 19.133737564086914 (19.93290266635735) | > loss_duration: 2.3021888732910156 (2.136488915261327) | > loss_1: 31.946495056152344 (33.69375938736505) | > grad_norm_1: tensor(208.6007, device='cuda:0') (tensor(227.6443, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.498 (0.38901434592830336) | > loader_time: 0.007 (0.004630815635607079)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3857946395874023 (2.3857946395874023) | > loss_disc_real_0: 0.17690737545490265 (0.17690737545490265) | > loss_disc_real_1: 0.25283315777778625 (0.25283315777778625) | > loss_disc_real_2: 0.24920107424259186 (0.24920107424259186) | > loss_disc_real_3: 0.23357327282428741 (0.23357327282428741) | > loss_disc_real_4: 0.20038999617099762 (0.20038999617099762) | > loss_disc_real_5: 0.29270821809768677 (0.29270821809768677) | > loss_0: 2.3857946395874023 (2.3857946395874023) | > loss_gen: 2.608907461166382 (2.608907461166382) | > loss_kl: 1.6793938875198364 (1.6793938875198364) | > loss_feat: 4.857424736022949 (4.857424736022949) | > loss_mel: 17.146568298339844 (17.146568298339844) | > loss_duration: 2.7930307388305664 (2.7930307388305664) | > loss_1: 29.0853271484375 (29.0853271484375)  --> STEP: 1 | > loss_disc: 2.245741605758667 (2.245741605758667) | > loss_disc_real_0: 0.10636033117771149 (0.10636033117771149) | > loss_disc_real_1: 0.19779251515865326 (0.19779251515865326) | > loss_disc_real_2: 0.16810736060142517 (0.16810736060142517) | > loss_disc_real_3: 0.24174703657627106 (0.24174703657627106) | > loss_disc_real_4: 0.21320787072181702 (0.21320787072181702) | > loss_disc_real_5: 0.2737928032875061 (0.2737928032875061) | > loss_0: 2.245741605758667 (2.245741605758667) | > loss_gen: 2.499972105026245 (2.499972105026245) | > loss_kl: 1.841692566871643 (1.841692566871643) | > loss_feat: 6.967614650726318 (6.967614650726318) | > loss_mel: 21.82603645324707 (21.82603645324707) | > loss_duration: 2.3998570442199707 (2.3998570442199707) | > loss_1: 35.53517150878906 (35.53517150878906)  --> STEP: 2 | > loss_disc: 2.29109525680542 (2.2684184312820435) | > loss_disc_real_0: 0.15670941770076752 (0.1315348744392395) | > loss_disc_real_1: 0.21584302186965942 (0.20681776851415634) | > loss_disc_real_2: 0.26114946603775024 (0.2146284133195877) | > loss_disc_real_3: 0.2718605101108551 (0.2568037733435631) | > loss_disc_real_4: 0.2082592248916626 (0.2107335478067398) | > loss_disc_real_5: 0.343423992395401 (0.30860839784145355) | > loss_0: 2.29109525680542 (2.2684184312820435) | > loss_gen: 2.9676971435546875 (2.7338346242904663) | > loss_kl: 1.8060358762741089 (1.823864221572876) | > loss_feat: 6.081328392028809 (6.5244715213775635) | > loss_mel: 21.862545013427734 (21.844290733337402) | > loss_duration: 2.403770923614502 (2.4018139839172363) | > loss_1: 35.121376037597656 (35.32827377319336)  --> STEP: 3 | > loss_disc: 1.882297158241272 (2.139711340268453) | > loss_disc_real_0: 0.15064868330955505 (0.137906144062678) | > loss_disc_real_1: 0.195974200963974 (0.2032032459974289) | > loss_disc_real_2: 0.1730290800333023 (0.2007619688908259) | > loss_disc_real_3: 0.21942436695098877 (0.24434397121270499) | > loss_disc_real_4: 0.1575792282819748 (0.1930154412984848) | > loss_disc_real_5: 0.21692214906215668 (0.27804631491502124) | > loss_0: 1.882297158241272 (2.139711340268453) | > loss_gen: 3.266476631164551 (2.911381959915161) | > loss_kl: 2.5713653564453125 (2.073031266530355) | > loss_feat: 8.243965148925781 (7.097636063893636) | > loss_mel: 24.676977157592773 (22.788519541422527) | > loss_duration: 2.209887981414795 (2.337838649749756) | > loss_1: 40.96867370605469 (37.20840708414713)  --> STEP: 4 | > loss_disc: 2.029188871383667 (2.1120807230472565) | > loss_disc_real_0: 0.07249624282121658 (0.12155366875231266) | > loss_disc_real_1: 0.22741185128688812 (0.2092553973197937) | > loss_disc_real_2: 0.25199195742607117 (0.21356946602463722) | > loss_disc_real_3: 0.2094968557357788 (0.23563219234347343) | > loss_disc_real_4: 0.11627553403377533 (0.17383046448230743) | > loss_disc_real_5: 0.18752920627593994 (0.25541703775525093) | > loss_0: 2.029188871383667 (2.1120807230472565) | > loss_gen: 2.7336575984954834 (2.8669508695602417) | > loss_kl: 2.1611266136169434 (2.095055103302002) | > loss_feat: 7.522077560424805 (7.203746438026428) | > loss_mel: 20.992408752441406 (22.339491844177246) | > loss_duration: 2.207871913909912 (2.305346965789795) | > loss_1: 35.61714172363281 (36.810590744018555)  --> STEP: 5 | > loss_disc: 2.271444797515869 (2.143953537940979) | > loss_disc_real_0: 0.24217984080314636 (0.1456789031624794) | > loss_disc_real_1: 0.2578163146972656 (0.21896758079528808) | > loss_disc_real_2: 0.3250976800918579 (0.23587510883808135) | > loss_disc_real_3: 0.21437938511371613 (0.23138163089752198) | > loss_disc_real_4: 0.12996692955493927 (0.1650577574968338) | > loss_disc_real_5: 0.19630753993988037 (0.24359513819217682) | > loss_0: 2.271444797515869 (2.143953537940979) | > loss_gen: 2.7028536796569824 (2.83413143157959) | > loss_kl: 2.1126253604888916 (2.09856915473938) | > loss_feat: 6.993908882141113 (7.161778926849365) | > loss_mel: 20.37207794189453 (21.9460090637207) | > loss_duration: 2.3260257244110107 (2.309482717514038) | > loss_1: 34.50749206542969 (36.349971008300784)  --> STEP: 6 | > loss_disc: 2.631786823272705 (2.225259085496267) | > loss_disc_real_0: 0.1599145084619522 (0.14805150404572487) | > loss_disc_real_1: 0.2722415030002594 (0.22784656782944998) | > loss_disc_real_2: 0.2822486460208893 (0.2436040317018827) | > loss_disc_real_3: 0.316998153924942 (0.24565105140209198) | > loss_disc_real_4: 0.2271357923746109 (0.17540409664312998) | > loss_disc_real_5: 0.3275201916694641 (0.257582647105058) | > loss_0: 2.631786823272705 (2.225259085496267) | > loss_gen: 2.417896032333374 (2.7647588650385537) | > loss_kl: 1.495474934577942 (1.9980534513791401) | > loss_feat: 4.557130336761475 (6.727670828501384) | > loss_mel: 15.196948051452637 (20.821165561676025) | > loss_duration: 2.0965681076049805 (2.273996949195862) | > loss_1: 25.764019012451172 (34.58564567565918)  --> STEP: 7 | > loss_disc: 2.397531032562256 (2.2498693636485507) | > loss_disc_real_0: 0.1185113936662674 (0.14383148827723094) | > loss_disc_real_1: 0.2766130566596985 (0.23481320909091405) | > loss_disc_real_2: 0.16888779401779175 (0.23293028346129827) | > loss_disc_real_3: 0.2640647888183594 (0.24828158531870162) | > loss_disc_real_4: 0.3039337694644928 (0.19376547847475326) | > loss_disc_real_5: 0.3875499367713928 (0.27614940277167727) | > loss_0: 2.397531032562256 (2.2498693636485507) | > loss_gen: 3.0064456462860107 (2.7992855480739047) | > loss_kl: 2.333411455154419 (2.0459617376327515) | > loss_feat: 5.060327529907227 (6.489478928702218) | > loss_mel: 22.36632537841797 (21.041902678353445) | > loss_duration: 2.400503635406494 (2.2920693329402377) | > loss_1: 35.167015075683594 (34.66869844709124)  --> STEP: 8 | > loss_disc: 2.2340304851531982 (2.2478895038366318) | > loss_disc_real_0: 0.1888359785079956 (0.14945704955607653) | > loss_disc_real_1: 0.20144334435462952 (0.23064197599887848) | > loss_disc_real_2: 0.2607935070991516 (0.23641318641602993) | > loss_disc_real_3: 0.2426661252975464 (0.2475796528160572) | > loss_disc_real_4: 0.26335808634757996 (0.20246455445885658) | > loss_disc_real_5: 0.2544842064380646 (0.2734412532299757) | > loss_0: 2.2340304851531982 (2.2478895038366318) | > loss_gen: 3.1078033447265625 (2.837850272655487) | > loss_kl: 1.9870071411132812 (2.0385924130678177) | > loss_feat: 9.426149368286133 (6.8565627336502075) | > loss_mel: 22.483278274536133 (21.22207462787628) | > loss_duration: 2.198540210723877 (2.2803781926631927) | > loss_1: 39.20277786254883 (35.23545837402344)  --> STEP: 9 | > loss_disc: 2.363194227218628 (2.260701139767965) | > loss_disc_real_0: 0.17869704961776733 (0.15270593845181996) | > loss_disc_real_1: 0.23036012053489685 (0.23061065872510275) | > loss_disc_real_2: 0.2963261008262634 (0.24307017690605587) | > loss_disc_real_3: 0.24090813100337982 (0.2468383726146486) | > loss_disc_real_4: 0.160401850938797 (0.19779092073440552) | > loss_disc_real_5: 0.28686976432800293 (0.2749333100186454) | > loss_0: 2.363194227218628 (2.260701139767965) | > loss_gen: 2.672926664352417 (2.8195254272884793) | > loss_kl: 2.3325307369232178 (2.071252226829529) | > loss_feat: 8.84356689453125 (7.077340973748101) | > loss_mel: 20.746633529663086 (21.16924783918593) | > loss_duration: 2.130373954772949 (2.2637110551198325) | > loss_1: 36.72603225708008 (35.40107769436307)  --> STEP: 10 | > loss_disc: 2.6387929916381836 (2.2985103249549867) | > loss_disc_real_0: 0.155488982796669 (0.15298424288630486) | > loss_disc_real_1: 0.28288760781288147 (0.23583835363388062) | > loss_disc_real_2: 0.2584169805049896 (0.24460485726594924) | > loss_disc_real_3: 0.24541227519512177 (0.24669576287269593) | > loss_disc_real_4: 0.22948460280895233 (0.2009602889418602) | > loss_disc_real_5: 0.3294915556907654 (0.2803891345858574) | > loss_0: 2.6387929916381836 (2.2985103249549867) | > loss_gen: 2.2139205932617188 (2.758964943885803) | > loss_kl: 1.9613431692123413 (2.0602613210678102) | > loss_feat: 4.036722660064697 (6.773279142379761) | > loss_mel: 17.6357364654541 (20.815896701812743) | > loss_duration: 2.23828125 (2.2611680746078493) | > loss_1: 28.08600425720215 (34.66957035064697)  --> STEP: 11 | > loss_disc: 2.4144623279571533 (2.309051416137002) | > loss_disc_real_0: 0.23324699699878693 (0.1602808568965305) | > loss_disc_real_1: 0.2420642375946045 (0.2364043430848555) | > loss_disc_real_2: 0.2165524959564209 (0.24205464260144668) | > loss_disc_real_3: 0.21642854809761047 (0.2439441978931427) | > loss_disc_real_4: 0.24345622956752777 (0.20482355627146634) | > loss_disc_real_5: 0.2621428370475769 (0.27873038026419555) | > loss_0: 2.4144623279571533 (2.309051416137002) | > loss_gen: 2.587656021118164 (2.7433914054523814) | > loss_kl: 2.2902653217315674 (2.081170775673606) | > loss_feat: 5.046396732330322 (6.616289832375267) | > loss_mel: 18.439538955688477 (20.599864179437812) | > loss_duration: 2.4453089237213135 (2.2779081517999824) | > loss_1: 30.809165954589844 (34.31862449645996)  --> STEP: 12 | > loss_disc: 2.331357717514038 (2.3109102745850882) | > loss_disc_real_0: 0.15017955005168915 (0.15943908132612705) | > loss_disc_real_1: 0.19707384705543518 (0.2331268017490705) | > loss_disc_real_2: 0.29366999864578247 (0.246355922271808) | > loss_disc_real_3: 0.22310221195220947 (0.24220736573139826) | > loss_disc_real_4: 0.16783179342746735 (0.20174090936779976) | > loss_disc_real_5: 0.20739710330963135 (0.2727859405179819) | > loss_0: 2.331357717514038 (2.3109102745850882) | > loss_gen: 2.554572582244873 (2.7276565035184226) | > loss_kl: 2.1478700637817383 (2.0867290496826167) | > loss_feat: 6.352599143981934 (6.594315608342488) | > loss_mel: 20.098114013671875 (20.558051665623985) | > loss_duration: 2.21567440032959 (2.272722005844116) | > loss_1: 33.368831634521484 (34.239475091298424)  --> STEP: 13 | > loss_disc: 1.9426422119140625 (2.2825819620719323) | > loss_disc_real_0: 0.12351527065038681 (0.15667571127414703) | > loss_disc_real_1: 0.31138351559638977 (0.23914654896809504) | > loss_disc_real_2: 0.25678810477256775 (0.2471583978487895) | > loss_disc_real_3: 0.21301420032978058 (0.23996173762358153) | > loss_disc_real_4: 0.13292783498764038 (0.19644759595394135) | > loss_disc_real_5: 0.16840055584907532 (0.2647562955434506) | > loss_0: 1.9426422119140625 (2.2825819620719323) | > loss_gen: 3.0809760093688965 (2.754834927045382) | > loss_kl: 2.1550955772399902 (2.091988013340876) | > loss_feat: 7.21975564956665 (6.6424263807443475) | > loss_mel: 20.223527908325195 (20.53231906890869) | > loss_duration: 2.0953588485717773 (2.2590786860539365) | > loss_1: 34.774715423583984 (34.280647424551155)  --> STEP: 14 | > loss_disc: 1.7827708721160889 (2.2468811699322293) | > loss_disc_real_0: 0.11042775213718414 (0.15337228562150682) | > loss_disc_real_1: 0.18255986273288727 (0.23510464280843735) | > loss_disc_real_2: 0.1763748675584793 (0.24210243139948165) | > loss_disc_real_3: 0.1606379598379135 (0.2342957534960338) | > loss_disc_real_4: 0.11898580938577652 (0.19091461119907244) | > loss_disc_real_5: 0.13891401886940002 (0.2557675614953041) | > loss_0: 1.7827708721160889 (2.2468811699322293) | > loss_gen: 2.982778549194336 (2.771116614341736) | > loss_kl: 2.092644453048706 (2.0920349018914353) | > loss_feat: 9.738298416137695 (6.863560097558158) | > loss_mel: 23.671627044677734 (20.756555352892196) | > loss_duration: 2.348818302154541 (2.265488658632551) | > loss_1: 40.834171295166016 (34.74875627245222)  --> STEP: 15 | > loss_disc: 2.293915271759033 (2.250016776720683) | > loss_disc_real_0: 0.08927535265684128 (0.1490991567571958) | > loss_disc_real_1: 0.22620350122451782 (0.23451123336950938) | > loss_disc_real_2: 0.21825312077999115 (0.24051247735818226) | > loss_disc_real_3: 0.2644137442111969 (0.23630361954371135) | > loss_disc_real_4: 0.15605102479457855 (0.1885903721054395) | > loss_disc_real_5: 0.2935433089733124 (0.25828594466050464) | > loss_0: 2.293915271759033 (2.250016776720683) | > loss_gen: 2.629490613937378 (2.7616748809814453) | > loss_kl: 2.5707790851593018 (2.12395118077596) | > loss_feat: 7.0694475173950195 (6.877285925547282) | > loss_mel: 20.523113250732422 (20.740992546081543) | > loss_duration: 2.3302605152130127 (2.2698067824045816) | > loss_1: 35.12309265136719 (34.77371203104655)  --> STEP: 16 | > loss_disc: 2.533372402191162 (2.2677265033125877) | > loss_disc_real_0: 0.21397919952869415 (0.15315415943041444) | > loss_disc_real_1: 0.1801973134279251 (0.23111661337316036) | > loss_disc_real_2: 0.3090319335460663 (0.24479494336992502) | > loss_disc_real_3: 0.27708640694618225 (0.23885254375636578) | > loss_disc_real_4: 0.22316715121269226 (0.1907514207996428) | > loss_disc_real_5: 0.35314467549324036 (0.26421461533755064) | > loss_0: 2.533372402191162 (2.2677265033125877) | > loss_gen: 3.184713840484619 (2.7881148159503937) | > loss_kl: 1.9896489381790161 (2.115557290613651) | > loss_feat: 8.661707878112793 (6.988812297582626) | > loss_mel: 20.400924682617188 (20.71973830461502) | > loss_duration: 2.322603702545166 (2.2731065899133682) | > loss_1: 36.559600830078125 (34.88533008098602)  --> STEP: 17 | > loss_disc: 2.3838419914245605 (2.2745568261427036) | > loss_disc_real_0: 0.17317360639572144 (0.15433177395778544) | > loss_disc_real_1: 0.22946465015411377 (0.23101943906615763) | > loss_disc_real_2: 0.25508394837379456 (0.24540017895838795) | > loss_disc_real_3: 0.25815263390541077 (0.23998784317689784) | > loss_disc_real_4: 0.2502174377441406 (0.19424942179637797) | > loss_disc_real_5: 0.26607704162597656 (0.2643241698251051) | > loss_0: 2.3838419914245605 (2.2745568261427036) | > loss_gen: 2.668247938156128 (2.7810638231389664) | > loss_kl: 1.5334194898605347 (2.08131389056935) | > loss_feat: 4.701569557189941 (6.854268606971292) | > loss_mel: 20.411205291748047 (20.70158930385814) | > loss_duration: 2.3185343742370605 (2.2757788125206444) | > loss_1: 31.632976531982422 (34.69401516633875)  --> STEP: 18 | > loss_disc: 2.155224561691284 (2.267927255895403) | > loss_disc_real_0: 0.13037985563278198 (0.15300111182861859) | > loss_disc_real_1: 0.19756658375263214 (0.2291609471042951) | > loss_disc_real_2: 0.13964912295341492 (0.239525120291445) | > loss_disc_real_3: 0.16657909750938416 (0.23590957952870262) | > loss_disc_real_4: 0.1037602573633194 (0.18922224599454138) | > loss_disc_real_5: 0.12056442350149155 (0.256337517251571) | > loss_0: 2.155224561691284 (2.267927255895403) | > loss_gen: 2.3416059017181396 (2.7566494941711426) | > loss_kl: 2.459726095199585 (2.1023367908265853) | > loss_feat: 9.36031723022461 (6.993493530485365) | > loss_mel: 21.105504989624023 (20.724029064178467) | > loss_duration: 2.153541088104248 (2.2689878278308444) | > loss_1: 37.42069625854492 (34.8454974492391)  --> STEP: 19 | > loss_disc: 1.9938894510269165 (2.2535042135339034) | > loss_disc_real_0: 0.07962151616811752 (0.14913902784648694) | > loss_disc_real_1: 0.18699799478054047 (0.22694184435041329) | > loss_disc_real_2: 0.2221851497888565 (0.23861249026499295) | > loss_disc_real_3: 0.19810570776462555 (0.2339199020674354) | > loss_disc_real_4: 0.1835842728614807 (0.18892551056648554) | > loss_disc_real_5: 0.21536885201931 (0.25418127171303095) | > loss_0: 1.9938894510269165 (2.2535042135339034) | > loss_gen: 2.7107584476470947 (2.7542341759330347) | > loss_kl: 1.6680243015289307 (2.0794782387582877) | > loss_feat: 7.0317463874816895 (6.995506838748329) | > loss_mel: 20.702251434326172 (20.72288287313361) | > loss_duration: 2.3491835594177246 (2.273208655809101) | > loss_1: 34.46196365356445 (34.82531145999306)  --> STEP: 20 | > loss_disc: 2.4644813537597656 (2.2640530705451964) | > loss_disc_real_0: 0.23069030046463013 (0.1532165914773941) | > loss_disc_real_1: 0.2501413822174072 (0.22810182124376296) | > loss_disc_real_2: 0.2456212192773819 (0.23896292671561242) | > loss_disc_real_3: 0.2655784487724304 (0.23550282940268516) | > loss_disc_real_4: 0.20678672194480896 (0.18981857113540174) | > loss_disc_real_5: 0.2890060842037201 (0.2559225123375654) | > loss_0: 2.4644813537597656 (2.2640530705451964) | > loss_gen: 2.715646743774414 (2.752304804325104) | > loss_kl: 2.1510188579559326 (2.0830552697181703) | > loss_feat: 6.91591215133667 (6.991527104377747) | > loss_mel: 21.179630279541016 (20.74572024345398) | > loss_duration: 2.343493938446045 (2.2767229199409487) | > loss_1: 35.305702209472656 (34.84933099746704)  --> STEP: 21 | > loss_disc: 2.425182819366455 (2.271725915727161) | > loss_disc_real_0: 0.23963794112205505 (0.15733189384142557) | > loss_disc_real_1: 0.3065575957298279 (0.23183781050500415) | > loss_disc_real_2: 0.3696556091308594 (0.2451863877830051) | > loss_disc_real_3: 0.26869097352027893 (0.23708321721780867) | > loss_disc_real_4: 0.24437543749809265 (0.19241651715267272) | > loss_disc_real_5: 0.2548878788948059 (0.2558732440783864) | > loss_0: 2.425182819366455 (2.271725915727161) | > loss_gen: 3.026242971420288 (2.765349478948684) | > loss_kl: 2.021226167678833 (2.080111026763916) | > loss_feat: 6.356191158294678 (6.961273011707124) | > loss_mel: 19.471281051635742 (20.685032662891206) | > loss_duration: 2.1222174167633057 (2.269365515027727) | > loss_1: 32.99715805053711 (34.76113228570847)  --> STEP: 22 | > loss_disc: 2.229109525680542 (2.2697888070886787) | > loss_disc_real_0: 0.12190030515193939 (0.15572136708281256) | > loss_disc_real_1: 0.20035342872142792 (0.23040670224211432) | > loss_disc_real_2: 0.19931237399578094 (0.2431012053381313) | > loss_disc_real_3: 0.23768877983093262 (0.2371107427911325) | > loss_disc_real_4: 0.15775243937969208 (0.19084087725390086) | > loss_disc_real_5: 0.20421631634235382 (0.25352520190856676) | > loss_0: 2.229109525680542 (2.2697888070886787) | > loss_gen: 2.6376023292541504 (2.759542790326205) | > loss_kl: 1.433578372001648 (2.0507231788201765) | > loss_feat: 7.609329700469971 (6.990730133923617) | > loss_mel: 21.308961868286133 (20.713393081318248) | > loss_duration: 2.1578197479248047 (2.264295252886685) | > loss_1: 35.14729309082031 (34.77868504957719)  --> STEP: 23 | > loss_disc: 2.2037320137023926 (2.2669167725936226) | > loss_disc_real_0: 0.12598006427288055 (0.1544282669606416) | > loss_disc_real_1: 0.24826845526695251 (0.23118330019971597) | > loss_disc_real_2: 0.23560228943824768 (0.24277516551639722) | > loss_disc_real_3: 0.20246119797229767 (0.2356042408424875) | > loss_disc_real_4: 0.15925012528896332 (0.1894673662989036) | > loss_disc_real_5: 0.26278620958328247 (0.25392785441616306) | > loss_0: 2.2037320137023926 (2.2669167725936226) | > loss_gen: 2.5937161445617676 (2.752332936162534) | > loss_kl: 1.775335669517517 (2.0387498088504956) | > loss_feat: 8.123739242553711 (7.03999139951623) | > loss_mel: 19.061429977416992 (20.641568598539934) | > loss_duration: 2.2574870586395264 (2.2639992444411563) | > loss_1: 33.81170654296875 (34.73664250581161)  --> STEP: 24 | > loss_disc: 2.2694950103759766 (2.267024199167887) | > loss_disc_real_0: 0.12338121980428696 (0.1531346399957935) | > loss_disc_real_1: 0.2101031392812729 (0.23030496016144753) | > loss_disc_real_2: 0.1563461422920227 (0.23917395621538162) | > loss_disc_real_3: 0.2647387385368347 (0.23681817824641863) | > loss_disc_real_4: 0.227759450674057 (0.191062869814535) | > loss_disc_real_5: 0.2983579933643341 (0.2557791102056702) | > loss_0: 2.2694950103759766 (2.267024199167887) | > loss_gen: 2.4883759021759033 (2.741334726413091) | > loss_kl: 1.890633225440979 (2.0325782845417657) | > loss_feat: 6.791232109069824 (7.029626429080963) | > loss_mel: 18.555801391601562 (20.554661631584167) | > loss_duration: 2.394853115081787 (2.2694514890511823) | > loss_1: 32.12089538574219 (34.62765304247538)  --> STEP: 25 | > loss_disc: 2.336038827896118 (2.2697847843170167) | > loss_disc_real_0: 0.19496476650238037 (0.15480784505605696) | > loss_disc_real_1: 0.17495106160640717 (0.2280908042192459) | > loss_disc_real_2: 0.254809707403183 (0.23979938626289368) | > loss_disc_real_3: 0.24195726215839386 (0.23702374160289763) | > loss_disc_real_4: 0.15074607729911804 (0.1894501981139183) | > loss_disc_real_5: 0.22101037204265594 (0.2543883606791496) | > loss_0: 2.336038827896118 (2.2697847843170167) | > loss_gen: 2.4337658882141113 (2.729031972885132) | > loss_kl: 2.0063982009887695 (2.031531081199646) | > loss_feat: 5.865138530731201 (6.983046913146973) | > loss_mel: 17.959653854370117 (20.450861320495605) | > loss_duration: 2.3297500610351562 (2.2718634319305413) | > loss_1: 30.59470558166504 (34.46633514404297)  --> STEP: 26 | > loss_disc: 1.9982538223266602 (2.259341285778926) | > loss_disc_real_0: 0.06006338447332382 (0.15116382734133646) | > loss_disc_real_1: 0.08575538545846939 (0.22261636503613913) | > loss_disc_real_2: 0.119596466422081 (0.23517619703824705) | > loss_disc_real_3: 0.11768461763858795 (0.23243377529657805) | > loss_disc_real_4: 0.09728066623210907 (0.1859052161184641) | > loss_disc_real_5: 0.34808626770973206 (0.257992126334172) | > loss_0: 1.9982538223266602 (2.259341285778926) | > loss_gen: 2.4899063110351562 (2.7198348320447483) | > loss_kl: 2.0649960041046143 (2.0328181936190677) | > loss_feat: 13.947700500488281 (7.2509182049677925) | > loss_mel: 22.37986183166504 (20.525053647848274) | > loss_duration: 2.2637131214141846 (2.271549958449143) | > loss_1: 43.14617919921875 (34.800175300011276) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023804811330942013 (-0.00019876773540790198) | > avg_loss_disc: 2.259341285778926 (-0.06439325442680888) | > avg_loss_disc_real_0: 0.15116382734133646 (-0.027698009633100956) | > avg_loss_disc_real_1: 0.22261636503613913 (+0.0013075622801597409) | > avg_loss_disc_real_2: 0.23517619703824705 (-0.012228860304905803) | > avg_loss_disc_real_3: 0.23243377529657805 (-0.012842826545238412) | > avg_loss_disc_real_4: 0.1859052161184641 (-0.024047921769894065) | > avg_loss_disc_real_5: 0.257992126334172 (-0.0050517025475319555) | > avg_loss_0: 2.259341285778926 (-0.06439325442680888) | > avg_loss_gen: 2.7198348320447483 (-0.10101629220522357) | > avg_loss_kl: 2.0328181936190677 (-0.05711463781503534) | > avg_loss_feat: 7.2509182049677925 (+0.07594440533564661) | > avg_loss_mel: 20.525053647848274 (+0.39018414570734805) | > avg_loss_duration: 2.271549958449143 (-0.006436219582191427) | > avg_loss_1: 34.800175300011276 (+0.30156208918645433)  > EPOCH: 104/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:30:13)   --> TIME: 2024-06-10 19:30:16 -- STEP: 4/330 -- GLOBAL_STEP: 122325 | > loss_disc: 2.317412853240967 (2.325407922267914) | > loss_disc_real_0: 0.14195093512535095 (0.11895008571445942) | > loss_disc_real_1: 0.22507444024085999 (0.17653164640069008) | > loss_disc_real_2: 0.22644177079200745 (0.2099834866821766) | > loss_disc_real_3: 0.2034526765346527 (0.21681871637701988) | > loss_disc_real_4: 0.23966775834560394 (0.2223394438624382) | > loss_disc_real_5: 0.22874414920806885 (0.23975707218050957) | > loss_0: 2.317412853240967 (2.325407922267914) | > grad_norm_0: tensor(9.9613, device='cuda:0') (tensor(14.6473, device='cuda:0')) | > loss_gen: 2.501999616622925 (2.4417534470558167) | > loss_kl: 1.2245419025421143 (1.5296676754951477) | > loss_feat: 6.880707263946533 (6.241486549377441) | > loss_mel: 19.866744995117188 (19.97880268096924) | > loss_duration: 2.3774704933166504 (2.3555280566215515) | > loss_1: 32.851463317871094 (32.54723930358887) | > grad_norm_1: tensor(91.7691, device='cuda:0') (tensor(83.2110, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3396 (0.39353811740875244) | > loader_time: 0.0027 (0.003099381923675537)  --> TIME: 2024-06-10 19:30:24 -- STEP: 29/330 -- GLOBAL_STEP: 122350 | > loss_disc: 2.2637462615966797 (2.2728055838880867) | > loss_disc_real_0: 0.11708851903676987 (0.11074579969562333) | > loss_disc_real_1: 0.2305224984884262 (0.19691345609467606) | > loss_disc_real_2: 0.2334115356206894 (0.215842558392163) | > loss_disc_real_3: 0.20658205449581146 (0.22300757056680218) | > loss_disc_real_4: 0.21589498221874237 (0.2191391988047238) | > loss_disc_real_5: 0.23363088071346283 (0.21811048840654307) | > loss_0: 2.2637462615966797 (2.2728055838880867) | > grad_norm_0: tensor(22.3335, device='cuda:0') (tensor(12.6618, device='cuda:0')) | > loss_gen: 2.607501268386841 (2.5699308329615094) | > loss_kl: 1.5213673114776611 (1.6711997122600162) | > loss_feat: 7.57736873626709 (7.101131948931464) | > loss_mel: 20.1637020111084 (20.082162922826306) | > loss_duration: 2.0966312885284424 (2.157418596333471) | > loss_1: 33.96657180786133 (33.581844658687196) | > grad_norm_1: tensor(167.8572, device='cuda:0') (tensor(137.5819, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3488 (0.3556684214493324) | > loader_time: 0.0033 (0.0032671073387409077)  --> TIME: 2024-06-10 19:30:34 -- STEP: 54/330 -- GLOBAL_STEP: 122375 | > loss_disc: 2.122044563293457 (2.2751627763112383) | > loss_disc_real_0: 0.11987984925508499 (0.11065213630596797) | > loss_disc_real_1: 0.20003628730773926 (0.1979151243964831) | > loss_disc_real_2: 0.22043442726135254 (0.21651906271775564) | > loss_disc_real_3: 0.21158917248249054 (0.22251054699774142) | > loss_disc_real_4: 0.19690988957881927 (0.21782532141164498) | > loss_disc_real_5: 0.2034916877746582 (0.21486833526028526) | > loss_0: 2.122044563293457 (2.2751627763112383) | > grad_norm_0: tensor(7.7472, device='cuda:0') (tensor(12.0373, device='cuda:0')) | > loss_gen: 2.7766852378845215 (2.5854651309825756) | > loss_kl: 1.6306638717651367 (1.633267797805645) | > loss_feat: 7.949048042297363 (7.255162009486446) | > loss_mel: 20.630643844604492 (20.146386146545414) | > loss_duration: 2.0787875652313232 (2.1174481753949768) | > loss_1: 35.06583023071289 (33.737729673032405) | > grad_norm_1: tensor(93.1700, device='cuda:0') (tensor(140.9704, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3563 (0.35611674520704484) | > loader_time: 0.0037 (0.0033744485289962205)  --> TIME: 2024-06-10 19:30:43 -- STEP: 79/330 -- GLOBAL_STEP: 122400 | > loss_disc: 2.267545223236084 (2.277545249914821) | > loss_disc_real_0: 0.07989630103111267 (0.1091150677279581) | > loss_disc_real_1: 0.1483404040336609 (0.19898608402360848) | > loss_disc_real_2: 0.2425364851951599 (0.21614542056488084) | > loss_disc_real_3: 0.2200680524110794 (0.22366594042204604) | > loss_disc_real_4: 0.20742620527744293 (0.21828411161145078) | > loss_disc_real_5: 0.19783078134059906 (0.2148310553423966) | > loss_0: 2.267545223236084 (2.277545249914821) | > grad_norm_0: tensor(10.1258, device='cuda:0') (tensor(15.2332, device='cuda:0')) | > loss_gen: 2.729490041732788 (2.6075052762333355) | > loss_kl: 1.7139606475830078 (1.6448060575919816) | > loss_feat: 7.24611759185791 (7.351732869691487) | > loss_mel: 20.999988555908203 (20.166009009638923) | > loss_duration: 2.0262980461120605 (2.1008481768113154) | > loss_1: 34.71585464477539 (33.87090175966672) | > grad_norm_1: tensor(222.1573, device='cuda:0') (tensor(205.0246, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3616 (0.35961673531351207) | > loader_time: 0.0034 (0.0034883444822287257)  --> TIME: 2024-06-10 19:30:52 -- STEP: 104/330 -- GLOBAL_STEP: 122425 | > loss_disc: 2.20098614692688 (2.2802858100487637) | > loss_disc_real_0: 0.10294412076473236 (0.11044052959634708) | > loss_disc_real_1: 0.19688361883163452 (0.20080582940807712) | > loss_disc_real_2: 0.2151821404695511 (0.2180281106669169) | > loss_disc_real_3: 0.20743907988071442 (0.22370214058229557) | > loss_disc_real_4: 0.17641063034534454 (0.21650824810449892) | > loss_disc_real_5: 0.20244722068309784 (0.21446184126230386) | > loss_0: 2.20098614692688 (2.2802858100487637) | > grad_norm_0: tensor(23.6834, device='cuda:0') (tensor(19.1538, device='cuda:0')) | > loss_gen: 2.6058692932128906 (2.6008018713731023) | > loss_kl: 1.7002137899398804 (1.6361581052725132) | > loss_feat: 8.720507621765137 (7.294570166331071) | > loss_mel: 19.87788200378418 (20.153636455535885) | > loss_duration: 2.120049238204956 (2.0973470738300906) | > loss_1: 35.02452087402344 (33.782513783528245) | > grad_norm_1: tensor(388.0875, device='cuda:0') (tensor(236.8381, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3807 (0.3605381777653326) | > loader_time: 0.0037 (0.0035821680839245138)  --> TIME: 2024-06-10 19:31:02 -- STEP: 129/330 -- GLOBAL_STEP: 122450 | > loss_disc: 2.1802115440368652 (2.2785487119541616) | > loss_disc_real_0: 0.09158086776733398 (0.11020599929399269) | > loss_disc_real_1: 0.23213925957679749 (0.19992127933705503) | > loss_disc_real_2: 0.20680862665176392 (0.21737943451071895) | > loss_disc_real_3: 0.22676514089107513 (0.22360905669918357) | > loss_disc_real_4: 0.2095191329717636 (0.21624815556430077) | > loss_disc_real_5: 0.20945630967617035 (0.2138937373262967) | > loss_0: 2.1802115440368652 (2.2785487119541616) | > grad_norm_0: tensor(13.4918, device='cuda:0') (tensor(19.7550, device='cuda:0')) | > loss_gen: 2.8242692947387695 (2.5993489775546754) | > loss_kl: 1.6579476594924927 (1.63643582477126) | > loss_feat: 7.277284622192383 (7.290809191474619) | > loss_mel: 20.790525436401367 (20.13636166180751) | > loss_duration: 2.0719187259674072 (2.0949976056121113) | > loss_1: 34.621944427490234 (33.7579533333002) | > grad_norm_1: tensor(278.8355, device='cuda:0') (tensor(244.4791, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3609 (0.36197437611661204) | > loader_time: 0.0049 (0.003695212593374326)  --> TIME: 2024-06-10 19:31:11 -- STEP: 154/330 -- GLOBAL_STEP: 122475 | > loss_disc: 2.2713184356689453 (2.275063887819067) | > loss_disc_real_0: 0.08682170510292053 (0.11152752682373121) | > loss_disc_real_1: 0.17976242303848267 (0.19889137255293984) | > loss_disc_real_2: 0.23679673671722412 (0.21700146087965408) | > loss_disc_real_3: 0.23843061923980713 (0.22277148929122206) | > loss_disc_real_4: 0.2648022770881653 (0.21531244889869314) | > loss_disc_real_5: 0.2902434170246124 (0.21309617674582965) | > loss_0: 2.2713184356689453 (2.275063887819067) | > grad_norm_0: tensor(19.4839, device='cuda:0') (tensor(21.6122, device='cuda:0')) | > loss_gen: 2.815906524658203 (2.602348357051997) | > loss_kl: 1.6807775497436523 (1.6339703248692798) | > loss_feat: 7.856524467468262 (7.307759597704008) | > loss_mel: 19.75950050354004 (20.103900141530218) | > loss_duration: 2.080850124359131 (2.095144739398709) | > loss_1: 34.19355773925781 (33.74312332698276) | > grad_norm_1: tensor(210.6669, device='cuda:0') (tensor(249.9193, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3828 (0.36340908725540344) | > loader_time: 0.0045 (0.0038189005542111085)  --> TIME: 2024-06-10 19:31:21 -- STEP: 179/330 -- GLOBAL_STEP: 122500 | > loss_disc: 2.296078681945801 (2.2766949451169487) | > loss_disc_real_0: 0.12957462668418884 (0.11152818653337117) | > loss_disc_real_1: 0.20550747215747833 (0.19916176221557175) | > loss_disc_real_2: 0.1955510377883911 (0.21686582999855447) | > loss_disc_real_3: 0.21514450013637543 (0.2231920055170965) | > loss_disc_real_4: 0.19595929980278015 (0.2154240909568424) | > loss_disc_real_5: 0.20295602083206177 (0.21320651771302995) | > loss_0: 2.296078681945801 (2.2766949451169487) | > grad_norm_0: tensor(20.2953, device='cuda:0') (tensor(21.4848, device='cuda:0')) | > loss_gen: 2.4827206134796143 (2.599547117116065) | > loss_kl: 1.7551790475845337 (1.6337657580828533) | > loss_feat: 7.99819803237915 (7.316452868157925) | > loss_mel: 19.284088134765625 (20.091755627253857) | > loss_duration: 2.1254489421844482 (2.0988047376025327) | > loss_1: 33.645633697509766 (33.740326172812686) | > grad_norm_1: tensor(472.9222, device='cuda:0') (tensor(260.6844, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3958 (0.366285625116785) | > loader_time: 0.0041 (0.003918385372481532) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_122500.pth  --> TIME: 2024-06-10 19:31:36 -- STEP: 204/330 -- GLOBAL_STEP: 122525 | > loss_disc: 2.320775270462036 (2.2763536537394806) | > loss_disc_real_0: 0.091438889503479 (0.11153391587967966) | > loss_disc_real_1: 0.19445045292377472 (0.19919199898254641) | > loss_disc_real_2: 0.24274075031280518 (0.21715322020007113) | > loss_disc_real_3: 0.19562168419361115 (0.22290525285928858) | > loss_disc_real_4: 0.1909307986497879 (0.21519438980841166) | > loss_disc_real_5: 0.21491999924182892 (0.21296310950728023) | > loss_0: 2.320775270462036 (2.2763536537394806) | > grad_norm_0: tensor(11.5742, device='cuda:0') (tensor(22.0548, device='cuda:0')) | > loss_gen: 2.6289830207824707 (2.6004981690762077) | > loss_kl: 1.666168451309204 (1.632737689742855) | > loss_feat: 8.215360641479492 (7.3242167024051446) | > loss_mel: 20.796432495117188 (20.078554190841366) | > loss_duration: 2.085569381713867 (2.1045175895971404) | > loss_1: 35.39251708984375 (33.7405243948394) | > grad_norm_1: tensor(352.5775, device='cuda:0') (tensor(263.8247, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.4008 (0.37009767574422486) | > loader_time: 0.0049 (0.004067280713249654)  --> TIME: 2024-06-10 19:31:46 -- STEP: 229/330 -- GLOBAL_STEP: 122550 | > loss_disc: 2.347552537918091 (2.275709682156426) | > loss_disc_real_0: 0.15492470562458038 (0.11303749612195002) | > loss_disc_real_1: 0.24067994952201843 (0.19968731265401218) | > loss_disc_real_2: 0.20715440809726715 (0.21669507787998066) | > loss_disc_real_3: 0.22697710990905762 (0.22283788565464935) | > loss_disc_real_4: 0.22982963919639587 (0.21537066950548162) | > loss_disc_real_5: 0.23558589816093445 (0.2126893142165055) | > loss_0: 2.347552537918091 (2.275709682156426) | > grad_norm_0: tensor(46.9969, device='cuda:0') (tensor(23.6716, device='cuda:0')) | > loss_gen: 2.500185012817383 (2.605137010849198) | > loss_kl: 1.572726845741272 (1.6279201934431318) | > loss_feat: 7.273443222045898 (7.3414129731957045) | > loss_mel: 19.677221298217773 (20.058022619855446) | > loss_duration: 2.192380905151367 (2.1112018755950253) | > loss_1: 33.21595764160156 (33.743694713542546) | > grad_norm_1: tensor(312.4743, device='cuda:0') (tensor(272.0058, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.3997 (0.3733551783332657) | > loader_time: 0.0057 (0.004196588649499885)  --> TIME: 2024-06-10 19:31:57 -- STEP: 254/330 -- GLOBAL_STEP: 122575 | > loss_disc: 2.2613024711608887 (2.275419700802781) | > loss_disc_real_0: 0.12004129588603973 (0.11273186661185712) | > loss_disc_real_1: 0.2429199367761612 (0.19974447569743858) | > loss_disc_real_2: 0.2211892455816269 (0.21635833476472088) | > loss_disc_real_3: 0.22005075216293335 (0.22214629489371157) | > loss_disc_real_4: 0.18951968848705292 (0.21510923008515137) | > loss_disc_real_5: 0.21797627210617065 (0.2122296174680154) | > loss_0: 2.2613024711608887 (2.275419700802781) | > grad_norm_0: tensor(19.7825, device='cuda:0') (tensor(24.2101, device='cuda:0')) | > loss_gen: 2.717412233352661 (2.609803144387372) | > loss_kl: 1.6390297412872314 (1.6282566016114604) | > loss_feat: 8.582137107849121 (7.370588473447665) | > loss_mel: 20.334692001342773 (20.058590821393825) | > loss_duration: 2.125270366668701 (2.116497219078183) | > loss_1: 35.39854049682617 (33.78373621392438) | > grad_norm_1: tensor(429.7816, device='cuda:0') (tensor(276.3370, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.4133 (0.3776748884381271) | > loader_time: 0.0058 (0.004331306209714393)  --> TIME: 2024-06-10 19:32:08 -- STEP: 279/330 -- GLOBAL_STEP: 122600 | > loss_disc: 2.2489256858825684 (2.2743629426511833) | > loss_disc_real_0: 0.09011019766330719 (0.11278157909550976) | > loss_disc_real_1: 0.27271637320518494 (0.1995568928645931) | > loss_disc_real_2: 0.2075931578874588 (0.21659022377383325) | > loss_disc_real_3: 0.1815357804298401 (0.2222547827548878) | > loss_disc_real_4: 0.19180512428283691 (0.2153316133231672) | > loss_disc_real_5: 0.1838640570640564 (0.2120551235145993) | > loss_0: 2.2489256858825684 (2.2743629426511833) | > grad_norm_0: tensor(41.2362, device='cuda:0') (tensor(24.0572, device='cuda:0')) | > loss_gen: 2.524590492248535 (2.6117889479496985) | > loss_kl: 1.6863784790039062 (1.6301401810834057) | > loss_feat: 8.265122413635254 (7.403670739956654) | > loss_mel: 18.973217010498047 (20.030741818062292) | > loss_duration: 2.1879091262817383 (2.1241685421236087) | > loss_1: 33.63721466064453 (33.80051021507564) | > grad_norm_1: tensor(123.8535, device='cuda:0') (tensor(278.5147, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.4407 (0.3823480922261446) | > loader_time: 0.0063 (0.004481638631513039)  --> TIME: 2024-06-10 19:32:20 -- STEP: 304/330 -- GLOBAL_STEP: 122625 | > loss_disc: 2.387362241744995 (2.272578946853941) | > loss_disc_real_0: 0.1329592615365982 (0.11358353251738376) | > loss_disc_real_1: 0.21528510749340057 (0.20046796806548783) | > loss_disc_real_2: 0.1905697137117386 (0.21631686860009244) | > loss_disc_real_3: 0.24483682215213776 (0.22177128743772445) | > loss_disc_real_4: 0.22542636096477509 (0.21556537240547569) | > loss_disc_real_5: 0.2030138522386551 (0.21126047418893953) | > loss_0: 2.387362241744995 (2.272578946853941) | > grad_norm_0: tensor(13.8791, device='cuda:0') (tensor(24.1258, device='cuda:0')) | > loss_gen: 2.3802757263183594 (2.6147532039567034) | > loss_kl: 1.502240538597107 (1.6298812823860271) | > loss_feat: 7.896759986877441 (7.425804287195206) | > loss_mel: 20.021141052246094 (19.992257344095332) | > loss_duration: 2.25357723236084 (2.133350683670293) | > loss_1: 34.053993225097656 (33.79604679659794) | > grad_norm_1: tensor(154.9089, device='cuda:0') (tensor(273.7628, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.4713 (0.3884063574828599) | > loader_time: 0.0073 (0.004655124325501287)  --> TIME: 2024-06-10 19:32:48 -- STEP: 329/330 -- GLOBAL_STEP: 122650 | > loss_disc: 2.610445737838745 (2.27893739123475) | > loss_disc_real_0: 0.2940937876701355 (0.11498795838115063) | > loss_disc_real_1: 0.10547896474599838 (0.20246979048458646) | > loss_disc_real_2: 0.2389819324016571 (0.21675032309304618) | > loss_disc_real_3: 0.22928346693515778 (0.2218719590851601) | > loss_disc_real_4: 0.2356966882944107 (0.21590756722315466) | > loss_disc_real_5: 0.19556723535060883 (0.21114527658307444) | > loss_0: 2.610445737838745 (2.27893739123475) | > grad_norm_0: tensor(15.9604, device='cuda:0') (tensor(23.2876, device='cuda:0')) | > loss_gen: 2.022257089614868 (2.609853493768755) | > loss_kl: 1.9322885274887085 (1.6363145109367954) | > loss_feat: 9.651034355163574 (7.519485335944271) | > loss_mel: 18.864404678344727 (19.968965298499025) | > loss_duration: 2.2992193698883057 (2.146336306916904) | > loss_1: 34.76920700073242 (33.880954927948835) | > grad_norm_1: tensor(68.3787, device='cuda:0') (tensor(268.0191, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 14.8525 (0.44498575204773877) | > loader_time: 0.0345 (0.005107063652896588)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.317610740661621 (2.317610740661621) | > loss_disc_real_0: 0.09087701886892319 (0.09087701886892319) | > loss_disc_real_1: 0.11651147902011871 (0.11651147902011871) | > loss_disc_real_2: 0.14538556337356567 (0.14538556337356567) | > loss_disc_real_3: 0.22434398531913757 (0.22434398531913757) | > loss_disc_real_4: 0.1836320459842682 (0.1836320459842682) | > loss_disc_real_5: 0.19603964686393738 (0.19603964686393738) | > loss_0: 2.317610740661621 (2.317610740661621) | > loss_gen: 2.0609688758850098 (2.0609688758850098) | > loss_kl: 1.8627383708953857 (1.8627383708953857) | > loss_feat: 6.9025559425354 (6.9025559425354) | > loss_mel: 17.628957748413086 (17.628957748413086) | > loss_duration: 2.866119861602783 (2.866119861602783) | > loss_1: 31.321340560913086 (31.321340560913086)  --> STEP: 1 | > loss_disc: 2.2712149620056152 (2.2712149620056152) | > loss_disc_real_0: 0.09284807741641998 (0.09284807741641998) | > loss_disc_real_1: 0.09399467706680298 (0.09399467706680298) | > loss_disc_real_2: 0.15455983579158783 (0.15455983579158783) | > loss_disc_real_3: 0.2767837941646576 (0.2767837941646576) | > loss_disc_real_4: 0.23126667737960815 (0.23126667737960815) | > loss_disc_real_5: 0.2865438461303711 (0.2865438461303711) | > loss_0: 2.2712149620056152 (2.2712149620056152) | > loss_gen: 2.3258283138275146 (2.3258283138275146) | > loss_kl: 1.7887210845947266 (1.7887210845947266) | > loss_feat: 7.089136123657227 (7.089136123657227) | > loss_mel: 20.466148376464844 (20.466148376464844) | > loss_duration: 2.3308486938476562 (2.3308486938476562) | > loss_1: 34.00068283081055 (34.00068283081055)  --> STEP: 2 | > loss_disc: 2.1690244674682617 (2.2201197147369385) | > loss_disc_real_0: 0.10324221849441528 (0.09804514795541763) | > loss_disc_real_1: 0.13578103482723236 (0.11488785594701767) | > loss_disc_real_2: 0.21758858859539032 (0.18607421219348907) | > loss_disc_real_3: 0.25772354006767273 (0.26725366711616516) | > loss_disc_real_4: 0.23716184496879578 (0.23421426117420197) | > loss_disc_real_5: 0.18916191160678864 (0.23785287886857986) | > loss_0: 2.1690244674682617 (2.2201197147369385) | > loss_gen: 2.575932025909424 (2.4508801698684692) | > loss_kl: 2.132513999938965 (1.9606175422668457) | > loss_feat: 7.277719497680664 (7.183427810668945) | > loss_mel: 18.984338760375977 (19.72524356842041) | > loss_duration: 2.431675434112549 (2.3812620639801025) | > loss_1: 33.40217971801758 (33.70143127441406)  --> STEP: 3 | > loss_disc: 2.2477807998657227 (2.229340076446533) | > loss_disc_real_0: 0.10326442122459412 (0.0997849057118098) | > loss_disc_real_1: 0.17158572375774384 (0.13378714521725973) | > loss_disc_real_2: 0.18130072951316833 (0.18448305130004883) | > loss_disc_real_3: 0.19928281009197235 (0.24459671477476755) | > loss_disc_real_4: 0.28794077038764954 (0.2521230975786845) | > loss_disc_real_5: 0.20303800702095032 (0.22624792158603668) | > loss_0: 2.2477807998657227 (2.229340076446533) | > loss_gen: 2.2942395210266113 (2.3986666202545166) | > loss_kl: 1.5622637271881104 (1.8278329372406006) | > loss_feat: 7.480570316314697 (7.282475312550862) | > loss_mel: 20.678468704223633 (20.042985280354817) | > loss_duration: 2.154334545135498 (2.305619557698568) | > loss_1: 34.16987609863281 (33.85757954915365)  --> STEP: 4 | > loss_disc: 2.29929256439209 (2.2468281984329224) | > loss_disc_real_0: 0.08781120926141739 (0.09679148159921169) | > loss_disc_real_1: 0.13816244900226593 (0.13488097116351128) | > loss_disc_real_2: 0.15288551151752472 (0.1765836663544178) | > loss_disc_real_3: 0.27375558018684387 (0.25188643112778664) | > loss_disc_real_4: 0.2613171339035034 (0.2544216066598892) | > loss_disc_real_5: 0.22067391872406006 (0.22485442087054253) | > loss_0: 2.29929256439209 (2.2468281984329224) | > loss_gen: 2.2819948196411133 (2.3694986701011658) | > loss_kl: 2.6188321113586426 (2.025582730770111) | > loss_feat: 8.263910293579102 (7.527834057807922) | > loss_mel: 18.78647804260254 (19.728858470916748) | > loss_duration: 2.242940902709961 (2.289949893951416) | > loss_1: 34.19415283203125 (33.94172286987305)  --> STEP: 5 | > loss_disc: 2.1175732612609863 (2.220977210998535) | > loss_disc_real_0: 0.0961969718337059 (0.09667257964611053) | > loss_disc_real_1: 0.08835174888372421 (0.12557512670755386) | > loss_disc_real_2: 0.1536826640367508 (0.1720034658908844) | > loss_disc_real_3: 0.273113489151001 (0.2561318427324295) | > loss_disc_real_4: 0.22847723960876465 (0.2492327332496643) | > loss_disc_real_5: 0.21109165251255035 (0.2221018671989441) | > loss_0: 2.1175732612609863 (2.220977210998535) | > loss_gen: 2.655738353729248 (2.4267466068267822) | > loss_kl: 2.094614028930664 (2.0393889904022218) | > loss_feat: 7.169188499450684 (7.456104946136475) | > loss_mel: 21.000452041625977 (19.983177185058594) | > loss_duration: 2.4121623039245605 (2.3143923759460447) | > loss_1: 35.332157135009766 (34.21980972290039)  --> STEP: 6 | > loss_disc: 2.541492223739624 (2.274396379788717) | > loss_disc_real_0: 0.08393977582454681 (0.09455044567584991) | > loss_disc_real_1: 0.13094428181648254 (0.12646998589237532) | > loss_disc_real_2: 0.17607636749744415 (0.17268228282531103) | > loss_disc_real_3: 0.30170533061027527 (0.2637274240454038) | > loss_disc_real_4: 0.31662076711654663 (0.260464072227478) | > loss_disc_real_5: 0.27802401781082153 (0.231422225634257) | > loss_0: 2.541492223739624 (2.274396379788717) | > loss_gen: 2.1419529914855957 (2.379281004269918) | > loss_kl: 2.0265145301818848 (2.0372432470321655) | > loss_feat: 6.4123077392578125 (7.282138744990031) | > loss_mel: 20.671123504638672 (20.097834904988606) | > loss_duration: 2.1297173500061035 (2.2836132049560547) | > loss_1: 33.381614685058594 (34.08011054992676)  --> STEP: 7 | > loss_disc: 2.128709316253662 (2.253583942140852) | > loss_disc_real_0: 0.03016897290945053 (0.08535309242350715) | > loss_disc_real_1: 0.18180492520332336 (0.13437497722251074) | > loss_disc_real_2: 0.24390468001365662 (0.18285691099507467) | > loss_disc_real_3: 0.21984384953975677 (0.2574583419731685) | > loss_disc_real_4: 0.2862778902053833 (0.2641517605100359) | > loss_disc_real_5: 0.22369933128356934 (0.2303189550127302) | > loss_0: 2.128709316253662 (2.253583942140852) | > loss_gen: 2.607391595840454 (2.411868231637137) | > loss_kl: 2.869642972946167 (2.1561574935913086) | > loss_feat: 7.369198799133301 (7.294575895581927) | > loss_mel: 21.501445770263672 (20.298350742885045) | > loss_duration: 2.399564743041992 (2.3001777103969028) | > loss_1: 36.74724578857422 (34.46112986973354)  --> STEP: 8 | > loss_disc: 2.3618478775024414 (2.2671169340610504) | > loss_disc_real_0: 0.09814615547657013 (0.08695222530514002) | > loss_disc_real_1: 0.1377377212047577 (0.13479532022029161) | > loss_disc_real_2: 0.18468666076660156 (0.18308562971651554) | > loss_disc_real_3: 0.1783824861049652 (0.2475738599896431) | > loss_disc_real_4: 0.2752048969268799 (0.2655334025621414) | > loss_disc_real_5: 0.2280726581811905 (0.23003816790878773) | > loss_0: 2.3618478775024414 (2.2671169340610504) | > loss_gen: 2.207385540008545 (2.3863078951835632) | > loss_kl: 2.229480743408203 (2.1653228998184204) | > loss_feat: 8.34617805480957 (7.426026165485382) | > loss_mel: 20.038780212402344 (20.265904426574707) | > loss_duration: 2.1763923168182373 (2.2847045361995697) | > loss_1: 34.99821472167969 (34.52826547622681)  --> STEP: 9 | > loss_disc: 2.3103835582733154 (2.2719243367513022) | > loss_disc_real_0: 0.13570450246334076 (0.09236914498938455) | > loss_disc_real_1: 0.12660576403141022 (0.13388536953263813) | > loss_disc_real_2: 0.22780442237854004 (0.1880543844567405) | > loss_disc_real_3: 0.25373202562332153 (0.24825810061560738) | > loss_disc_real_4: 0.19921058416366577 (0.25816420051786637) | > loss_disc_real_5: 0.2869914174079895 (0.23636630674203238) | > loss_0: 2.3103835582733154 (2.2719243367513022) | > loss_gen: 2.7450757026672363 (2.426170984903971) | > loss_kl: 1.6771249771118164 (2.1110786861843533) | > loss_feat: 9.13016128540039 (7.615374512142605) | > loss_mel: 21.803531646728516 (20.436751895480686) | > loss_duration: 2.1328351497650146 (2.267830159929064) | > loss_1: 37.48872756958008 (34.85720570882162)  --> STEP: 10 | > loss_disc: 2.379822015762329 (2.282714104652405) | > loss_disc_real_0: 0.04880790412425995 (0.08801302090287208) | > loss_disc_real_1: 0.142435222864151 (0.13474035486578942) | > loss_disc_real_2: 0.13620087504386902 (0.18286903351545333) | > loss_disc_real_3: 0.2664113938808441 (0.25007342994213105) | > loss_disc_real_4: 0.23959337174892426 (0.25630711764097214) | > loss_disc_real_5: 0.26484280824661255 (0.2392139568924904) | > loss_0: 2.379822015762329 (2.282714104652405) | > loss_gen: 2.0525877475738525 (2.3888126611709595) | > loss_kl: 1.954219102859497 (2.0953927278518676) | > loss_feat: 6.4827470779418945 (7.502111768722534) | > loss_mel: 21.494874954223633 (20.54256420135498) | > loss_duration: 2.259429931640625 (2.26699013710022) | > loss_1: 34.243858337402344 (34.79587097167969)  --> STEP: 11 | > loss_disc: 2.4076364040374756 (2.294070677323775) | > loss_disc_real_0: 0.13067840039730072 (0.09189169176600197) | > loss_disc_real_1: 0.09286728501319885 (0.13093371215191754) | > loss_disc_real_2: 0.2384779453277588 (0.18792438913475384) | > loss_disc_real_3: 0.2210436910390854 (0.2474343627691269) | > loss_disc_real_4: 0.27133700251579285 (0.2576734708114104) | > loss_disc_real_5: 0.25826185941696167 (0.24094558439471506) | > loss_0: 2.4076364040374756 (2.294070677323775) | > loss_gen: 2.422091484069824 (2.3918380087072197) | > loss_kl: 1.909584879875183 (2.0785011053085327) | > loss_feat: 7.607100963592529 (7.511656240983442) | > loss_mel: 19.939889907836914 (20.487775629216973) | > loss_duration: 2.3499929904937744 (2.2745358510450884) | > loss_1: 34.228660583496094 (34.744306390935726)  --> STEP: 12 | > loss_disc: 2.1944046020507812 (2.2857651710510254) | > loss_disc_real_0: 0.06152137741446495 (0.08936083223670721) | > loss_disc_real_1: 0.14345601201057434 (0.13197723714013895) | > loss_disc_real_2: 0.1907569319009781 (0.18816043436527252) | > loss_disc_real_3: 0.19133561849594116 (0.2427594674130281) | > loss_disc_real_4: 0.18691563606262207 (0.2517769845823447) | > loss_disc_real_5: 0.2731752097606659 (0.2436313865085443) | > loss_0: 2.1944046020507812 (2.2857651710510254) | > loss_gen: 2.4821181297302246 (2.3993613521258035) | > loss_kl: 1.8062686920166016 (2.0558150708675385) | > loss_feat: 6.201793193817139 (7.4025009870529175) | > loss_mel: 18.545623779296875 (20.32592964172363) | > loss_duration: 2.1643571853637695 (2.2653542955716452) | > loss_1: 31.20016098022461 (34.44896094004313)  --> STEP: 13 | > loss_disc: 2.7231922149658203 (2.3194134051983175) | > loss_disc_real_0: 0.10234886407852173 (0.09035991160915448) | > loss_disc_real_1: 0.22596757113933563 (0.13920726283238485) | > loss_disc_real_2: 0.20836228132247925 (0.18971442259274995) | > loss_disc_real_3: 0.31439462304115295 (0.2482698639998069) | > loss_disc_real_4: 0.27389994263648987 (0.2534787505865097) | > loss_disc_real_5: 0.3000909388065338 (0.247974428993005) | > loss_0: 2.7231922149658203 (2.3194134051983175) | > loss_gen: 2.0110769271850586 (2.369493319438054) | > loss_kl: 1.4657598733901978 (2.0104262095231276) | > loss_feat: 5.4195709228515625 (7.249967905191275) | > loss_mel: 17.569833755493164 (20.113922265859745) | > loss_duration: 2.1161389350891113 (2.2538761909191427) | > loss_1: 28.582378387451172 (33.99768535907452)  --> STEP: 14 | > loss_disc: 2.1947011947631836 (2.3105053901672363) | > loss_disc_real_0: 0.06622001528739929 (0.08863563330045768) | > loss_disc_real_1: 0.10051508992910385 (0.1364435361964362) | > loss_disc_real_2: 0.1511797457933426 (0.18696194567850657) | > loss_disc_real_3: 0.25441092252731323 (0.24870851103748595) | > loss_disc_real_4: 0.27582234144210815 (0.2550747213619096) | > loss_disc_real_5: 0.27474135160446167 (0.2498863520366805) | > loss_0: 2.1947011947631836 (2.3105053901672363) | > loss_gen: 2.408449172973633 (2.372275880404881) | > loss_kl: 2.0215489864349365 (2.011220693588257) | > loss_feat: 6.683812618255615 (7.209528241838727) | > loss_mel: 23.32002067565918 (20.342929295131135) | > loss_duration: 2.3725650310516357 (2.262353965214321) | > loss_1: 36.806396484375 (34.198307582310264)  --> STEP: 15 | > loss_disc: 2.5231423377990723 (2.3246811866760253) | > loss_disc_real_0: 0.09524578601121902 (0.08907631014784177) | > loss_disc_real_1: 0.0999574288725853 (0.1340111290415128) | > loss_disc_real_2: 0.29635298252105713 (0.19425468146800995) | > loss_disc_real_3: 0.22608493268489838 (0.24720027248064677) | > loss_disc_real_4: 0.21346105635166168 (0.2523004770278931) | > loss_disc_real_5: 0.18664567172527313 (0.24567030668258666) | > loss_0: 2.5231423377990723 (2.3246811866760253) | > loss_gen: 2.0300300121307373 (2.349459489186605) | > loss_kl: 2.128354549407959 (2.0190296173095703) | > loss_feat: 6.572123050689697 (7.1670345624287926) | > loss_mel: 20.048786163330078 (20.323319753011063) | > loss_duration: 2.2774600982666016 (2.26336104075114) | > loss_1: 33.05675506591797 (34.12220408121745)  --> STEP: 16 | > loss_disc: 2.3567006587982178 (2.3266824036836624) | > loss_disc_real_0: 0.17976465821266174 (0.09474433190189302) | > loss_disc_real_1: 0.17593596875667572 (0.1366314315237105) | > loss_disc_real_2: 0.19594062864780426 (0.1943600531667471) | > loss_disc_real_3: 0.2341202199459076 (0.24638276919722557) | > loss_disc_real_4: 0.2282576858997345 (0.25079780258238316) | > loss_disc_real_5: 0.21290108561515808 (0.24362223036587238) | > loss_0: 2.3567006587982178 (2.3266824036836624) | > loss_gen: 2.2041068077087402 (2.3403749465942383) | > loss_kl: 1.8571867942810059 (2.008914440870285) | > loss_feat: 6.349448204040527 (7.115935415029526) | > loss_mel: 18.1114559173584 (20.185078263282772) | > loss_duration: 2.3591108322143555 (2.2693454027175908) | > loss_1: 30.881309509277344 (33.91964817047119)  --> STEP: 17 | > loss_disc: 2.225667953491211 (2.3207403772017536) | > loss_disc_real_0: 0.10825183987617493 (0.09553889119449784) | > loss_disc_real_1: 0.11147009581327438 (0.13515135295250835) | > loss_disc_real_2: 0.19965089857578278 (0.1946712793672786) | > loss_disc_real_3: 0.19451165199279785 (0.24333152700872981) | > loss_disc_real_4: 0.20881633460521698 (0.24832830446607926) | > loss_disc_real_5: 0.2548380196094513 (0.2442819826743182) | > loss_0: 2.225667953491211 (2.3207403772017536) | > loss_gen: 2.473581552505493 (2.3482106292949005) | > loss_kl: 1.5188055038452148 (1.9800845033982222) | > loss_feat: 6.43721342086792 (7.0760105918435485) | > loss_mel: 19.067501068115234 (20.11933842827292) | > loss_duration: 2.3543121814727783 (2.2743434485267193) | > loss_1: 31.85141372680664 (33.797987320843866)  --> STEP: 18 | > loss_disc: 2.3177807331085205 (2.3205759525299072) | > loss_disc_real_0: 0.060288649052381516 (0.09358054440882471) | > loss_disc_real_1: 0.13850566744804382 (0.1353377037578159) | > loss_disc_real_2: 0.18661735951900482 (0.19422383937570784) | > loss_disc_real_3: 0.24263015389442444 (0.24329256183571285) | > loss_disc_real_4: 0.2536451816558838 (0.2486236865321795) | > loss_disc_real_5: 0.21077968180179596 (0.24242074373695585) | > loss_0: 2.3177807331085205 (2.3205759525299072) | > loss_gen: 2.2435765266418457 (2.342397623591953) | > loss_kl: 2.155989408493042 (1.9898569981257122) | > loss_feat: 8.281411170959473 (7.142977290683323) | > loss_mel: 22.292804718017578 (20.240086555480953) | > loss_duration: 2.2031049728393555 (2.270385755432977) | > loss_1: 37.17688751220703 (33.985703998141815)  --> STEP: 19 | > loss_disc: 2.448111057281494 (2.3272883264642013) | > loss_disc_real_0: 0.12482943385839462 (0.09522522280090734) | > loss_disc_real_1: 0.1704622060060501 (0.13718636177088084) | > loss_disc_real_2: 0.24462327361106873 (0.19687644117756894) | > loss_disc_real_3: 0.20996886491775513 (0.24153868305055717) | > loss_disc_real_4: 0.16949228942394257 (0.24445887615806178) | > loss_disc_real_5: 0.1768856644630432 (0.23897152903832888) | > loss_0: 2.448111057281494 (2.3272883264642013) | > loss_gen: 1.988943338394165 (2.3237947664762797) | > loss_kl: 1.5711307525634766 (1.9678187746750682) | > loss_feat: 7.318159580230713 (7.152197411185817) | > loss_mel: 17.744768142700195 (20.10875400743986) | > loss_duration: 2.320706844329834 (2.2730342337959697) | > loss_1: 30.943708419799805 (33.82559896770277)  --> STEP: 20 | > loss_disc: 2.3724265098571777 (2.32954523563385) | > loss_disc_real_0: 0.07486746460199356 (0.09420733489096164) | > loss_disc_real_1: 0.07211892306804657 (0.13393298983573915) | > loss_disc_real_2: 0.2261280119419098 (0.198339019715786) | > loss_disc_real_3: 0.24047523736953735 (0.2414855107665062) | > loss_disc_real_4: 0.24609266221523285 (0.24454056546092034) | > loss_disc_real_5: 0.2738151550292969 (0.24071371033787728) | > loss_0: 2.3724265098571777 (2.32954523563385) | > loss_gen: 2.3897416591644287 (2.3270921111106873) | > loss_kl: 1.4726325273513794 (1.9430594623088837) | > loss_feat: 7.128062725067139 (7.150990676879883) | > loss_mel: 22.778491973876953 (20.24224090576171) | > loss_duration: 2.3200902938842773 (2.2753870368003852) | > loss_1: 36.089019775390625 (33.93877000808716)  --> STEP: 21 | > loss_disc: 2.398617744445801 (2.3328344027201333) | > loss_disc_real_0: 0.09662298113107681 (0.09432236566430047) | > loss_disc_real_1: 0.2080930918455124 (0.13746442326477595) | > loss_disc_real_2: 0.16468168795108795 (0.19673628963175274) | > loss_disc_real_3: 0.28662505745887756 (0.24363501298995244) | > loss_disc_real_4: 0.22595441341400146 (0.24365551060154325) | > loss_disc_real_5: 0.30071333050727844 (0.24357083510784877) | > loss_0: 2.398617744445801 (2.3328344027201333) | > loss_gen: 2.4221744537353516 (2.331619841711862) | > loss_kl: 2.1123743057250977 (1.951122073900132) | > loss_feat: 6.568579196929932 (7.123256796882266) | > loss_mel: 18.585859298706055 (20.163365591140014) | > loss_duration: 2.1514463424682617 (2.269485098975046) | > loss_1: 31.840435028076172 (33.8388492947533)  --> STEP: 22 | > loss_disc: 2.208951473236084 (2.3272033604708584) | > loss_disc_real_0: 0.07640112936496735 (0.09350776401433078) | > loss_disc_real_1: 0.10068792849779129 (0.1357927644117312) | > loss_disc_real_2: 0.14212438464164734 (0.1942539303140207) | > loss_disc_real_3: 0.1843537539243698 (0.24094041030515323) | > loss_disc_real_4: 0.21336281299591064 (0.24227856980128723) | > loss_disc_real_5: 0.15623869001865387 (0.239601192149249) | > loss_0: 2.208951473236084 (2.3272033604708584) | > loss_gen: 2.197225332260132 (2.325511000373147) | > loss_kl: 1.6692112684249878 (1.9383079463785344) | > loss_feat: 8.87213134765625 (7.20275109464472) | > loss_mel: 23.395736694335938 (20.310291550376192) | > loss_duration: 2.1251211166381836 (2.262923099777916) | > loss_1: 38.25942611694336 (34.03978460485285)  --> STEP: 23 | > loss_disc: 2.3596043586730957 (2.32861209952313) | > loss_disc_real_0: 0.08834809064865112 (0.09328343038973601) | > loss_disc_real_1: 0.22302857041358948 (0.13958562554224677) | > loss_disc_real_2: 0.2072434425354004 (0.19481869171495023) | > loss_disc_real_3: 0.23094037175178528 (0.2405056260202242) | > loss_disc_real_4: 0.2446407973766327 (0.24238127534804138) | > loss_disc_real_5: 0.23769637942314148 (0.23951837420463562) | > loss_0: 2.3596043586730957 (2.32861209952313) | > loss_gen: 2.3950819969177246 (2.3285358263098677) | > loss_kl: 2.1473352909088135 (1.9473960917928945) | > loss_feat: 6.13156795501709 (7.15617791466091) | > loss_mel: 18.9273681640625 (20.250164446623423) | > loss_duration: 2.311363935470581 (2.2650292230689013) | > loss_1: 31.912717819213867 (33.94730344025985)  --> STEP: 24 | > loss_disc: 2.565423011779785 (2.3384792208671574) | > loss_disc_real_0: 0.14978262782096863 (0.09563756361603737) | > loss_disc_real_1: 0.14143577218055725 (0.1396627149855097) | > loss_disc_real_2: 0.2287023514509201 (0.19623051087061563) | > loss_disc_real_3: 0.2896226644515991 (0.24255216928819814) | > loss_disc_real_4: 0.31616854667663574 (0.2454557449867328) | > loss_disc_real_5: 0.3097211420536041 (0.24244348953167597) | > loss_0: 2.565423011779785 (2.3384792208671574) | > loss_gen: 2.2963743209838867 (2.3271957635879517) | > loss_kl: 1.9739574193954468 (1.948502813776334) | > loss_feat: 6.038743019104004 (7.109618127346039) | > loss_mel: 19.12528419494629 (20.203294436136876) | > loss_duration: 2.4050776958465576 (2.2708645761013035) | > loss_1: 31.83943748474121 (33.85947569211324)  --> STEP: 25 | > loss_disc: 2.2143898010253906 (2.3335156440734868) | > loss_disc_real_0: 0.07651738822460175 (0.09487275660037994) | > loss_disc_real_1: 0.21200713515281677 (0.14255649179220198) | > loss_disc_real_2: 0.14409886300563812 (0.19414524495601654) | > loss_disc_real_3: 0.2131653130054474 (0.24137669503688813) | > loss_disc_real_4: 0.17367300391197205 (0.24258443534374238) | > loss_disc_real_5: 0.14028029143810272 (0.23835696160793304) | > loss_0: 2.2143898010253906 (2.3335156440734868) | > loss_gen: 2.111772298812866 (2.318578824996948) | > loss_kl: 1.7671891450881958 (1.9412502670288085) | > loss_feat: 6.3741583824157715 (7.080199737548828) | > loss_mel: 17.866241455078125 (20.109812316894526) | > loss_duration: 2.3394672870635986 (2.2736086845397954) | > loss_1: 30.458829879760742 (33.72344985961914)  --> STEP: 26 | > loss_disc: 2.3334994316101074 (2.3335150205172033) | > loss_disc_real_0: 0.08351856470108032 (0.09443605691194534) | > loss_disc_real_1: 0.04728719964623451 (0.1388922882481263) | > loss_disc_real_2: 0.17782321572303772 (0.19351747460090196) | > loss_disc_real_3: 0.2242315113544464 (0.24071726489525574) | > loss_disc_real_4: 0.15860381722450256 (0.23935441156992546) | > loss_disc_real_5: 0.1517305225133896 (0.23502517548891214) | > loss_0: 2.3334994316101074 (2.3335150205172033) | > loss_gen: 1.9513616561889648 (2.3044550877351027) | > loss_kl: 1.819569706916809 (1.9365702454860394) | > loss_feat: 10.14473819732666 (7.198066601386437) | > loss_mel: 22.9251766204834 (20.218095559340252) | > loss_duration: 2.290471076965332 (2.274257238094624) | > loss_1: 39.131317138671875 (33.931444754967316) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023698164866520813 (-1.0664646442119959e-05) | > avg_loss_disc: 2.3335150205172033 (+0.07417373473827737) | > avg_loss_disc_real_0: 0.09443605691194534 (-0.05672777042939112) | > avg_loss_disc_real_1: 0.1388922882481263 (-0.08372407678801283) | > avg_loss_disc_real_2: 0.19351747460090196 (-0.041658722437345086) | > avg_loss_disc_real_3: 0.24071726489525574 (+0.008283489598677696) | > avg_loss_disc_real_4: 0.23935441156992546 (+0.053449195451461345) | > avg_loss_disc_real_5: 0.23502517548891214 (-0.022966950845259876) | > avg_loss_0: 2.3335150205172033 (+0.07417373473827737) | > avg_loss_gen: 2.3044550877351027 (-0.41537974430964564) | > avg_loss_kl: 1.9365702454860394 (-0.09624794813302828) | > avg_loss_feat: 7.198066601386437 (-0.0528516035813551) | > avg_loss_mel: 20.218095559340252 (-0.3069580885080221) | > avg_loss_duration: 2.274257238094624 (+0.002707279645481009) | > avg_loss_1: 33.931444754967316 (-0.8687305450439595)  > EPOCH: 105/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:32:53)   --> TIME: 2024-06-10 19:33:03 -- STEP: 24/330 -- GLOBAL_STEP: 122675 | > loss_disc: 2.3954648971557617 (2.314594119787216) | > loss_disc_real_0: 0.11489589512348175 (0.11917654735346635) | > loss_disc_real_1: 0.17535611987113953 (0.20197303965687752) | > loss_disc_real_2: 0.16965718567371368 (0.21265355683863163) | > loss_disc_real_3: 0.24076157808303833 (0.22041632421314716) | > loss_disc_real_4: 0.2520219683647156 (0.21998317229251066) | > loss_disc_real_5: 0.23431529104709625 (0.21306568818787733) | > loss_0: 2.3954648971557617 (2.314594119787216) | > grad_norm_0: tensor(4.6646, device='cuda:0') (tensor(10.8338, device='cuda:0')) | > loss_gen: 2.3431289196014404 (2.5146777232487985) | > loss_kl: 1.5012885332107544 (1.6493845482667286) | > loss_feat: 6.828194618225098 (6.916907091935475) | > loss_mel: 19.33405113220215 (20.09448885917664) | > loss_duration: 2.06622314453125 (2.18311729033788) | > loss_1: 32.07288360595703 (33.358575900395714) | > grad_norm_1: tensor(60.5826, device='cuda:0') (tensor(94.9826, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3389 (0.33780695001284283) | > loader_time: 0.0031 (0.0029922723770141606)  --> TIME: 2024-06-10 19:33:11 -- STEP: 49/330 -- GLOBAL_STEP: 122700 | > loss_disc: 2.3809289932250977 (2.286846005186743) | > loss_disc_real_0: 0.08496047556400299 (0.11648673989943095) | > loss_disc_real_1: 0.22055132687091827 (0.20088107062845814) | > loss_disc_real_2: 0.20989596843719482 (0.21428967130427456) | > loss_disc_real_3: 0.2225656509399414 (0.22305020963659092) | > loss_disc_real_4: 0.20246867835521698 (0.2185903550410757) | > loss_disc_real_5: 0.18778187036514282 (0.2134876138701731) | > loss_0: 2.3809289932250977 (2.286846005186743) | > grad_norm_0: tensor(22.8323, device='cuda:0') (tensor(10.2030, device='cuda:0')) | > loss_gen: 2.3477797508239746 (2.5494474975430235) | > loss_kl: 1.4614440202713013 (1.6192743194346526) | > loss_feat: 6.808229446411133 (7.079194146759656) | > loss_mel: 19.8184814453125 (20.050664240000202) | > loss_duration: 2.0323009490966797 (2.127049146866311) | > loss_1: 32.46823501586914 (33.425629674171915) | > grad_norm_1: tensor(210.1723, device='cuda:0') (tensor(111.0532, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3487 (0.33957601080135424) | > loader_time: 0.0032 (0.0031278036078628236)  --> TIME: 2024-06-10 19:33:21 -- STEP: 74/330 -- GLOBAL_STEP: 122725 | > loss_disc: 2.152751922607422 (2.2873633584460697) | > loss_disc_real_0: 0.08283708989620209 (0.11553085816873086) | > loss_disc_real_1: 0.19380928575992584 (0.20306486294076248) | > loss_disc_real_2: 0.21503415703773499 (0.21366125123726354) | > loss_disc_real_3: 0.20925259590148926 (0.2221174791858003) | > loss_disc_real_4: 0.21184977889060974 (0.2178521528840065) | > loss_disc_real_5: 0.18089155852794647 (0.21405346248600934) | > loss_0: 2.152751922607422 (2.2873633584460697) | > grad_norm_0: tensor(22.2911, device='cuda:0') (tensor(11.4249, device='cuda:0')) | > loss_gen: 2.6523609161376953 (2.561976436022165) | > loss_kl: 1.7059630155563354 (1.629940045846475) | > loss_feat: 8.109472274780273 (7.184677955266592) | > loss_mel: 20.403974533081055 (20.11168412904482) | > loss_duration: 1.9986413717269897 (2.102941173153954) | > loss_1: 34.87041473388672 (33.59121977316368) | > grad_norm_1: tensor(365.3031, device='cuda:0') (tensor(152.9681, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3483 (0.34836258114995183) | > loader_time: 0.0043 (0.00335687560004157)  --> TIME: 2024-06-10 19:33:30 -- STEP: 99/330 -- GLOBAL_STEP: 122750 | > loss_disc: 2.2544593811035156 (2.2797179414768407) | > loss_disc_real_0: 0.17980565130710602 (0.1151795397804241) | > loss_disc_real_1: 0.2105085253715515 (0.20310941564314294) | > loss_disc_real_2: 0.19358162581920624 (0.2134190278522896) | > loss_disc_real_3: 0.2148711085319519 (0.2228746698661284) | > loss_disc_real_4: 0.20983582735061646 (0.21643900600346652) | > loss_disc_real_5: 0.1937354952096939 (0.2141117679350304) | > loss_0: 2.2544593811035156 (2.2797179414768407) | > grad_norm_0: tensor(52.1678, device='cuda:0') (tensor(14.6038, device='cuda:0')) | > loss_gen: 2.456366777420044 (2.5742460164156817) | > loss_kl: 1.636780023574829 (1.621586956159033) | > loss_feat: 7.444199562072754 (7.190171309191771) | > loss_mel: 19.948331832885742 (20.077339904476908) | > loss_duration: 2.0608744621276855 (2.095515151216526) | > loss_1: 33.54655456542969 (33.558859449444405) | > grad_norm_1: tensor(276.2650, device='cuda:0') (tensor(188.1031, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3775 (0.35413540252531417) | > loader_time: 0.0036 (0.0035529112575030087)  --> TIME: 2024-06-10 19:33:40 -- STEP: 124/330 -- GLOBAL_STEP: 122775 | > loss_disc: 2.325976610183716 (2.2728116935299285) | > loss_disc_real_0: 0.10926841199398041 (0.11402161010811405) | > loss_disc_real_1: 0.25338107347488403 (0.2017098507813869) | > loss_disc_real_2: 0.22767634689807892 (0.2124566653322789) | > loss_disc_real_3: 0.21956980228424072 (0.22165615424033133) | > loss_disc_real_4: 0.2224712073802948 (0.21576567919504258) | > loss_disc_real_5: 0.19963529706001282 (0.21312619433287652) | > loss_0: 2.325976610183716 (2.2728116935299285) | > grad_norm_0: tensor(13.9010, device='cuda:0') (tensor(16.1011, device='cuda:0')) | > loss_gen: 2.8235716819763184 (2.5928057720584246) | > loss_kl: 1.6106138229370117 (1.6270267857659249) | > loss_feat: 7.300407409667969 (7.250819744602326) | > loss_mel: 19.920272827148438 (20.098253665431862) | > loss_duration: 2.086301565170288 (2.0943509772900617) | > loss_1: 33.74116897583008 (33.66325707589425) | > grad_norm_1: tensor(132.7756, device='cuda:0') (tensor(199.8180, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3473 (0.35702673850520966) | > loader_time: 0.0046 (0.0037076588599912583)  --> TIME: 2024-06-10 19:33:49 -- STEP: 149/330 -- GLOBAL_STEP: 122800 | > loss_disc: 2.153350591659546 (2.268341362076318) | > loss_disc_real_0: 0.08146168291568756 (0.11336385173685598) | > loss_disc_real_1: 0.19507652521133423 (0.20163183324289002) | > loss_disc_real_2: 0.21518878638744354 (0.2133086988789923) | > loss_disc_real_3: 0.221143439412117 (0.22137581272013235) | > loss_disc_real_4: 0.20306183397769928 (0.214229523935574) | > loss_disc_real_5: 0.18152481317520142 (0.2120995315529356) | > loss_0: 2.153350591659546 (2.268341362076318) | > grad_norm_0: tensor(9.6305, device='cuda:0') (tensor(17.8171, device='cuda:0')) | > loss_gen: 2.7148332595825195 (2.603646766419378) | > loss_kl: 1.5289528369903564 (1.6233542741545097) | > loss_feat: 7.103957176208496 (7.303744898546462) | > loss_mel: 20.43122673034668 (20.11454861276103) | > loss_duration: 2.0954604148864746 (2.095074833639517) | > loss_1: 33.874427795410156 (33.74036942552399) | > grad_norm_1: tensor(233.5359, device='cuda:0') (tensor(207.4750, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3724 (0.36029226987953955) | > loader_time: 0.0051 (0.0038196896546639054)  --> TIME: 2024-06-10 19:33:59 -- STEP: 174/330 -- GLOBAL_STEP: 122825 | > loss_disc: 2.3143765926361084 (2.270151568555285) | > loss_disc_real_0: 0.1357554793357849 (0.11363676177530453) | > loss_disc_real_1: 0.19216510653495789 (0.20210233150885024) | > loss_disc_real_2: 0.1824517399072647 (0.21329721679975241) | > loss_disc_real_3: 0.2406507283449173 (0.22255506152394175) | > loss_disc_real_4: 0.20112240314483643 (0.2154132579935008) | > loss_disc_real_5: 0.2012539505958557 (0.2121808437266569) | > loss_0: 2.3143765926361084 (2.270151568555285) | > grad_norm_0: tensor(9.5808, device='cuda:0') (tensor(17.6820, device='cuda:0')) | > loss_gen: 2.3934216499328613 (2.607836880903134) | > loss_kl: 1.611192226409912 (1.6225755461331075) | > loss_feat: 7.111771583557129 (7.307303173788663) | > loss_mel: 20.650829315185547 (20.103275474460656) | > loss_duration: 2.174753189086914 (2.0976249370081677) | > loss_1: 33.94196701049805 (33.73861602257037) | > grad_norm_1: tensor(154.6175, device='cuda:0') (tensor(215.5473, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3746 (0.36224852896284776) | > loader_time: 0.0046 (0.003928462664286296)  --> TIME: 2024-06-10 19:34:09 -- STEP: 199/330 -- GLOBAL_STEP: 122850 | > loss_disc: 2.295266628265381 (2.2711017467268757) | > loss_disc_real_0: 0.09545788168907166 (0.1142320319935305) | > loss_disc_real_1: 0.19450417160987854 (0.20239865285667344) | > loss_disc_real_2: 0.2691289186477661 (0.21321357741727298) | > loss_disc_real_3: 0.2215309590101242 (0.2218060886590325) | > loss_disc_real_4: 0.22175998985767365 (0.21554473521721423) | > loss_disc_real_5: 0.22174203395843506 (0.21188456845942455) | > loss_0: 2.295266628265381 (2.2711017467268757) | > grad_norm_0: tensor(6.8449, device='cuda:0') (tensor(17.6068, device='cuda:0')) | > loss_gen: 2.565512180328369 (2.60529559581124) | > loss_kl: 1.621761441230774 (1.6220383488353176) | > loss_feat: 7.03310489654541 (7.321000726977784) | > loss_mel: 20.07758331298828 (20.082719409885136) | > loss_duration: 2.2101809978485107 (2.1034829934038703) | > loss_1: 33.508140563964844 (33.734537038371776) | > grad_norm_1: tensor(85.6308, device='cuda:0') (tensor(214.9352, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3795 (0.36513777953296445) | > loader_time: 0.005 (0.004032480057759499)  --> TIME: 2024-06-10 19:34:19 -- STEP: 224/330 -- GLOBAL_STEP: 122875 | > loss_disc: 2.2630913257598877 (2.2710257545113586) | > loss_disc_real_0: 0.12388214468955994 (0.11538698480996702) | > loss_disc_real_1: 0.15736381709575653 (0.20209026296756097) | > loss_disc_real_2: 0.21667954325675964 (0.21300894434430767) | > loss_disc_real_3: 0.21233215928077698 (0.22193778272984283) | > loss_disc_real_4: 0.24517013132572174 (0.21517460108069436) | > loss_disc_real_5: 0.1849783957004547 (0.21121093637443014) | > loss_0: 2.2630913257598877 (2.2710257545113586) | > grad_norm_0: tensor(13.9835, device='cuda:0') (tensor(17.7200, device='cuda:0')) | > loss_gen: 2.651219129562378 (2.602446958422661) | > loss_kl: 1.349996566772461 (1.6180705651640894) | > loss_feat: 7.709184169769287 (7.325964782919202) | > loss_mel: 20.159042358398438 (20.048039938722354) | > loss_duration: 2.22489595413208 (2.108445175524267) | > loss_1: 34.094337463378906 (33.702967337199574) | > grad_norm_1: tensor(210.9191, device='cuda:0') (tensor(217.4527, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.3905 (0.36916213163307726) | > loader_time: 0.0058 (0.004167620624814717)  --> TIME: 2024-06-10 19:34:29 -- STEP: 249/330 -- GLOBAL_STEP: 122900 | > loss_disc: 2.3567779064178467 (2.2762156030739185) | > loss_disc_real_0: 0.1443341076374054 (0.11566156606717282) | > loss_disc_real_1: 0.21540462970733643 (0.20211784739092173) | > loss_disc_real_2: 0.21188423037528992 (0.21415355813551137) | > loss_disc_real_3: 0.21819908916950226 (0.22271628953127498) | > loss_disc_real_4: 0.2567709684371948 (0.2160420740344917) | > loss_disc_real_5: 0.25005656480789185 (0.211915184216327) | > loss_0: 2.3567779064178467 (2.2762156030739185) | > grad_norm_0: tensor(44.0897, device='cuda:0') (tensor(18.8055, device='cuda:0')) | > loss_gen: 2.5335564613342285 (2.6050769009264596) | > loss_kl: 1.7493231296539307 (1.6190538554785245) | > loss_feat: 6.478969573974609 (7.327945829874062) | > loss_mel: 18.651111602783203 (20.027307878057655) | > loss_duration: 2.1698572635650635 (2.115066279847935) | > loss_1: 31.58281707763672 (33.694450707799426) | > grad_norm_1: tensor(391.2780, device='cuda:0') (tensor(230.7938, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.4133 (0.3737373840377991) | > loader_time: 0.0055 (0.004325165806046453)  --> TIME: 2024-06-10 19:34:40 -- STEP: 274/330 -- GLOBAL_STEP: 122925 | > loss_disc: 2.285041093826294 (2.2747869387160264) | > loss_disc_real_0: 0.12179607152938843 (0.11553077587354792) | > loss_disc_real_1: 0.23785148561000824 (0.20242768662036764) | > loss_disc_real_2: 0.22618798911571503 (0.21443525598432023) | > loss_disc_real_3: 0.19151459634304047 (0.22214458969822765) | > loss_disc_real_4: 0.15245550870895386 (0.21453296202812752) | > loss_disc_real_5: 0.18977229297161102 (0.21090037370250173) | > loss_0: 2.285041093826294 (2.2747869387160264) | > grad_norm_0: tensor(16.5528, device='cuda:0') (tensor(19.2820, device='cuda:0')) | > loss_gen: 2.548774003982544 (2.6073697927224377) | > loss_kl: 1.4988614320755005 (1.6159791572250592) | > loss_feat: 8.066720962524414 (7.363759129586881) | > loss_mel: 18.589181900024414 (19.990420654742397) | > loss_duration: 2.190769672393799 (2.1220038924774087) | > loss_1: 32.894309997558594 (33.69953259238358) | > grad_norm_1: tensor(328.0066, device='cuda:0') (tensor(233.8822, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.4389 (0.37879683762571237) | > loader_time: 0.0058 (0.004487545820918399)  --> TIME: 2024-06-10 19:34:52 -- STEP: 299/330 -- GLOBAL_STEP: 122950 | > loss_disc: 2.1606409549713135 (2.275816002817059) | > loss_disc_real_0: 0.0766044557094574 (0.11585995709417655) | > loss_disc_real_1: 0.1721237152814865 (0.20242835277299007) | > loss_disc_real_2: 0.15104418992996216 (0.21436474554514806) | > loss_disc_real_3: 0.1719330996274948 (0.221914304837734) | > loss_disc_real_4: 0.18401838839054108 (0.21465472722531964) | > loss_disc_real_5: 0.1527627408504486 (0.21058849761119253) | > loss_0: 2.1606409549713135 (2.275816002817059) | > grad_norm_0: tensor(37.9229, device='cuda:0') (tensor(19.5483, device='cuda:0')) | > loss_gen: 2.7821695804595947 (2.608801608898968) | > loss_kl: 1.5567348003387451 (1.6181152664299396) | > loss_feat: 7.906267166137695 (7.38318409967582) | > loss_mel: 20.71814727783203 (19.946003840519833) | > loss_duration: 2.279937267303467 (2.1309314511691424) | > loss_1: 35.243255615234375 (33.687036239981225) | > grad_norm_1: tensor(375.1877, device='cuda:0') (tensor(237.9309, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.4536 (0.38443983119467023) | > loader_time: 0.0068 (0.004645284601677226)  --> TIME: 2024-06-10 19:35:05 -- STEP: 324/330 -- GLOBAL_STEP: 122975 | > loss_disc: 2.356707811355591 (2.280045988383118) | > loss_disc_real_0: 0.12513135373592377 (0.11699876805514466) | > loss_disc_real_1: 0.21086996793746948 (0.20375890533129365) | > loss_disc_real_2: 0.2274184226989746 (0.21457498460824107) | > loss_disc_real_3: 0.17075315117835999 (0.2217213310945181) | > loss_disc_real_4: 0.2264735847711563 (0.21477658062437438) | > loss_disc_real_5: 0.15555253624916077 (0.21071891872971146) | > loss_0: 2.356707811355591 (2.280045988383118) | > grad_norm_0: tensor(37.8120, device='cuda:0') (tensor(20.7081, device='cuda:0')) | > loss_gen: 2.3698065280914307 (2.604629987551843) | > loss_kl: 1.8227654695510864 (1.622101589853381) | > loss_feat: 8.99692153930664 (7.428396300033286) | > loss_mel: 19.850536346435547 (19.886762754416758) | > loss_duration: 2.3122103214263916 (2.143838232314144) | > loss_1: 35.35224151611328 (33.68572882664053) | > grad_norm_1: tensor(386.9734, device='cuda:0') (tensor(247.0330, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.5892 (0.3949245560316391) | > loader_time: 0.0094 (0.004896098448906419)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.390795946121216 (2.390795946121216) | > loss_disc_real_0: 0.1978307068347931 (0.1978307068347931) | > loss_disc_real_1: 0.20152868330478668 (0.20152868330478668) | > loss_disc_real_2: 0.2159510850906372 (0.2159510850906372) | > loss_disc_real_3: 0.22541114687919617 (0.22541114687919617) | > loss_disc_real_4: 0.2106509506702423 (0.2106509506702423) | > loss_disc_real_5: 0.16637752950191498 (0.16637752950191498) | > loss_0: 2.390795946121216 (2.390795946121216) | > loss_gen: 2.2606656551361084 (2.2606656551361084) | > loss_kl: 2.1118719577789307 (2.1118719577789307) | > loss_feat: 5.857685089111328 (5.857685089111328) | > loss_mel: 17.173368453979492 (17.173368453979492) | > loss_duration: 2.8549106121063232 (2.8549106121063232) | > loss_1: 30.258501052856445 (30.258501052856445)  --> STEP: 1 | > loss_disc: 2.2289035320281982 (2.2289035320281982) | > loss_disc_real_0: 0.0476083979010582 (0.0476083979010582) | > loss_disc_real_1: 0.15971393883228302 (0.15971393883228302) | > loss_disc_real_2: 0.2457691729068756 (0.2457691729068756) | > loss_disc_real_3: 0.22293482720851898 (0.22293482720851898) | > loss_disc_real_4: 0.22386112809181213 (0.22386112809181213) | > loss_disc_real_5: 0.20557023584842682 (0.20557023584842682) | > loss_0: 2.2289035320281982 (2.2289035320281982) | > loss_gen: 2.2526662349700928 (2.2526662349700928) | > loss_kl: 2.8024137020111084 (2.8024137020111084) | > loss_feat: 5.657621383666992 (5.657621383666992) | > loss_mel: 20.27950668334961 (20.27950668334961) | > loss_duration: 2.385683536529541 (2.385683536529541) | > loss_1: 33.377891540527344 (33.377891540527344)  --> STEP: 2 | > loss_disc: 2.3935582637786865 (2.3112308979034424) | > loss_disc_real_0: 0.1250533163547516 (0.08633085712790489) | > loss_disc_real_1: 0.14887157082557678 (0.1542927548289299) | > loss_disc_real_2: 0.2269967496395111 (0.23638296127319336) | > loss_disc_real_3: 0.26460620760917664 (0.2437705174088478) | > loss_disc_real_4: 0.24907340109348297 (0.23646726459264755) | > loss_disc_real_5: 0.24130116403102875 (0.22343569993972778) | > loss_0: 2.3935582637786865 (2.3112308979034424) | > loss_gen: 2.235109329223633 (2.243887782096863) | > loss_kl: 1.8130109310150146 (2.3077123165130615) | > loss_feat: 4.875020503997803 (5.2663209438323975) | > loss_mel: 21.583959579467773 (20.93173313140869) | > loss_duration: 2.3364920616149902 (2.3610877990722656) | > loss_1: 32.84359359741211 (33.11074256896973)  --> STEP: 3 | > loss_disc: 2.192610502243042 (2.271690766016642) | > loss_disc_real_0: 0.08032581955194473 (0.08432917793591817) | > loss_disc_real_1: 0.12420497834682465 (0.1442634960015615) | > loss_disc_real_2: 0.14289183914661407 (0.20521925389766693) | > loss_disc_real_3: 0.1817585676908493 (0.2230998675028483) | > loss_disc_real_4: 0.19121645390987396 (0.22138366103172302) | > loss_disc_real_5: 0.2082066386938095 (0.21835934619108835) | > loss_0: 2.192610502243042 (2.271690766016642) | > loss_gen: 2.165229320526123 (2.217668294906616) | > loss_kl: 2.6461687088012695 (2.4205311139424643) | > loss_feat: 7.920232772827148 (6.150958220163981) | > loss_mel: 23.669687271118164 (21.844384511311848) | > loss_duration: 2.1253268718719482 (2.2825008233388266) | > loss_1: 38.52664566040039 (34.91604359944662)  --> STEP: 4 | > loss_disc: 2.0731568336486816 (2.222057282924652) | > loss_disc_real_0: 0.09135386347770691 (0.08608534932136536) | > loss_disc_real_1: 0.2108357846736908 (0.1609065681695938) | > loss_disc_real_2: 0.25385305285453796 (0.2173777036368847) | > loss_disc_real_3: 0.22534547746181488 (0.22366126999258995) | > loss_disc_real_4: 0.1988772451877594 (0.21575705707073212) | > loss_disc_real_5: 0.21013671159744263 (0.21630368754267693) | > loss_0: 2.0731568336486816 (2.222057282924652) | > loss_gen: 2.635009527206421 (2.3220036029815674) | > loss_kl: 2.292862892150879 (2.388614058494568) | > loss_feat: 7.747259140014648 (6.550033450126648) | > loss_mel: 19.43730354309082 (21.242614269256592) | > loss_duration: 2.2695536613464355 (2.2792640328407288) | > loss_1: 34.381988525390625 (34.78252983093262)  --> STEP: 5 | > loss_disc: 2.1003293991088867 (2.197711706161499) | > loss_disc_real_0: 0.10061648488044739 (0.08899157643318176) | > loss_disc_real_1: 0.23657917976379395 (0.17604109048843383) | > loss_disc_real_2: 0.2490900307893753 (0.22372016906738282) | > loss_disc_real_3: 0.19701546430587769 (0.2183321088552475) | > loss_disc_real_4: 0.20558668673038483 (0.21372298300266265) | > loss_disc_real_5: 0.2082463502883911 (0.21469222009181976) | > loss_0: 2.1003293991088867 (2.197711706161499) | > loss_gen: 2.6989123821258545 (2.397385358810425) | > loss_kl: 1.3436882495880127 (2.1796288967132567) | > loss_feat: 7.265146732330322 (6.693056106567383) | > loss_mel: 20.93433380126953 (21.18095817565918) | > loss_duration: 2.33505916595459 (2.290423059463501) | > loss_1: 34.57714080810547 (34.741452026367185)  --> STEP: 6 | > loss_disc: 2.3932714462280273 (2.230304996172587) | > loss_disc_real_0: 0.05773157253861427 (0.08378157578408718) | > loss_disc_real_1: 0.19450783729553223 (0.17911888162295023) | > loss_disc_real_2: 0.24427556991577148 (0.22714606920878092) | > loss_disc_real_3: 0.3236144185066223 (0.23587916046380997) | > loss_disc_real_4: 0.28043124079704285 (0.2248410259683927) | > loss_disc_real_5: 0.30322203040122986 (0.22944718847672144) | > loss_0: 2.3932714462280273 (2.230304996172587) | > loss_gen: 2.523123264312744 (2.4183416763941445) | > loss_kl: 1.8897767066955566 (2.1313201983769736) | > loss_feat: 6.4954609870910645 (6.660123586654663) | > loss_mel: 22.19448471069336 (21.349879264831543) | > loss_duration: 2.1422250270843506 (2.265723387400309) | > loss_1: 35.24507141113281 (34.82538859049479)  --> STEP: 7 | > loss_disc: 2.576000452041626 (2.2796900612967357) | > loss_disc_real_0: 0.14102868735790253 (0.09195973458034652) | > loss_disc_real_1: 0.2804429531097412 (0.19359374897820608) | > loss_disc_real_2: 0.30146756768226624 (0.23776342613356455) | > loss_disc_real_3: 0.27621835470199585 (0.2416419024978365) | > loss_disc_real_4: 0.26495692133903503 (0.23057186816419875) | > loss_disc_real_5: 0.302244633436203 (0.23984682347093308) | > loss_0: 2.576000452041626 (2.2796900612967357) | > loss_gen: 2.5138142108917236 (2.431980609893799) | > loss_kl: 2.5859360694885254 (2.196265322821481) | > loss_feat: 6.850272178649902 (6.687287671225412) | > loss_mel: 20.187002182006836 (21.183753967285156) | > loss_duration: 2.36740779876709 (2.2802497318812778) | > loss_1: 34.504432678222656 (34.77953774588449)  --> STEP: 8 | > loss_disc: 1.766370177268982 (2.2155250757932663) | > loss_disc_real_0: 0.04302450641989708 (0.08584283106029034) | > loss_disc_real_1: 0.18679776787757874 (0.19274425134062767) | > loss_disc_real_2: 0.14052258431911469 (0.2256083209067583) | > loss_disc_real_3: 0.1625782996416092 (0.2317589521408081) | > loss_disc_real_4: 0.11410625278949738 (0.21601366624236107) | > loss_disc_real_5: 0.08090794086456299 (0.21997946314513683) | > loss_0: 1.766370177268982 (2.2155250757932663) | > loss_gen: 2.547165632247925 (2.4463787376880646) | > loss_kl: 1.7195584774017334 (2.1366769671440125) | > loss_feat: 8.852751731872559 (6.957970678806305) | > loss_mel: 23.085845947265625 (21.421515464782715) | > loss_duration: 2.1881589889526367 (2.2687383890151978) | > loss_1: 38.39348220825195 (35.23128080368042)  --> STEP: 9 | > loss_disc: 2.3529698848724365 (2.2307967212465076) | > loss_disc_real_0: 0.11613581329584122 (0.08920871797535154) | > loss_disc_real_1: 0.19474461674690247 (0.1929665141635471) | > loss_disc_real_2: 0.19658677279949188 (0.22238370445039538) | > loss_disc_real_3: 0.20980140566825867 (0.22931922475496927) | > loss_disc_real_4: 0.1545880287885666 (0.20918859541416168) | > loss_disc_real_5: 0.1914331167936325 (0.21680764688385856) | > loss_0: 2.3529698848724365 (2.2307967212465076) | > loss_gen: 2.3050129413604736 (2.4306714269849987) | > loss_kl: 1.9114844799041748 (2.1116555796729193) | > loss_feat: 10.58259391784668 (7.360706594255236) | > loss_mel: 19.769397735595703 (21.23794682820638) | > loss_duration: 2.1270933151245117 (2.2530000474717884) | > loss_1: 36.69558334350586 (35.39398108588325)  --> STEP: 10 | > loss_disc: 2.372022867202759 (2.2449193358421327) | > loss_disc_real_0: 0.0889497622847557 (0.08918282240629197) | > loss_disc_real_1: 0.20537474751472473 (0.19420733749866487) | > loss_disc_real_2: 0.18244235217571259 (0.2183895692229271) | > loss_disc_real_3: 0.23562370240688324 (0.2299496725201607) | > loss_disc_real_4: 0.26158106327056885 (0.2144278421998024) | > loss_disc_real_5: 0.18830621242523193 (0.2139575034379959) | > loss_0: 2.372022867202759 (2.2449193358421327) | > loss_gen: 2.2790818214416504 (2.415512466430664) | > loss_kl: 1.8311009407043457 (2.083600115776062) | > loss_feat: 7.30810022354126 (7.3554459571838375) | > loss_mel: 20.760698318481445 (21.190221977233886) | > loss_duration: 2.287163734436035 (2.256416416168213) | > loss_1: 34.46614456176758 (35.30119743347168)  --> STEP: 11 | > loss_disc: 2.6442604064941406 (2.2812230695377695) | > loss_disc_real_0: 0.09280428290367126 (0.0895120460878719) | > loss_disc_real_1: 0.1667393147945404 (0.19171024452556262) | > loss_disc_real_2: 0.24603429436683655 (0.2209027260541916) | > loss_disc_real_3: 0.32757824659347534 (0.23882499743591656) | > loss_disc_real_4: 0.2510342597961426 (0.21775569834492423) | > loss_disc_real_5: 0.26308342814445496 (0.21842349659312854) | > loss_0: 2.6442604064941406 (2.2812230695377695) | > loss_gen: 2.253706455230713 (2.40080282904885) | > loss_kl: 2.2208874225616455 (2.096080780029297) | > loss_feat: 6.968940734863281 (7.32030911879106) | > loss_mel: 18.61691665649414 (20.95628512989391) | > loss_duration: 2.3991029262542725 (2.2693879170851274) | > loss_1: 32.45955276489258 (35.04286609996449)  --> STEP: 12 | > loss_disc: 2.389857053756714 (2.290275901556015) | > loss_disc_real_0: 0.07983717322349548 (0.0887058066825072) | > loss_disc_real_1: 0.13152936100959778 (0.18669517089923224) | > loss_disc_real_2: 0.2118951827287674 (0.22015209744373956) | > loss_disc_real_3: 0.2647539973258972 (0.24098574742674828) | > loss_disc_real_4: 0.2709369659423828 (0.22218747064471245) | > loss_disc_real_5: 0.28781986236572266 (0.22420652707417807) | > loss_0: 2.389857053756714 (2.290275901556015) | > loss_gen: 2.4375228881835938 (2.403862833976745) | > loss_kl: 2.4216980934143066 (2.1232155561447144) | > loss_feat: 7.416815757751465 (7.328351338704427) | > loss_mel: 21.395362854003906 (20.99287494023641) | > loss_duration: 2.1853866577148438 (2.2623878121376038) | > loss_1: 35.856788635253906 (35.11069297790528)  --> STEP: 13 | > loss_disc: 2.423969268798828 (2.300560006728539) | > loss_disc_real_0: 0.09075208008289337 (0.08886321232869075) | > loss_disc_real_1: 0.2608140707015991 (0.19239662473018354) | > loss_disc_real_2: 0.19376665353775024 (0.21812244791250962) | > loss_disc_real_3: 0.312526673078537 (0.24648889555380896) | > loss_disc_real_4: 0.267605721950531 (0.22568118228362158) | > loss_disc_real_5: 0.25723958015441895 (0.2267475311572735) | > loss_0: 2.423969268798828 (2.300560006728539) | > loss_gen: 2.578777551651001 (2.41731781225938) | > loss_kl: 1.8342143297195435 (2.1009846925735474) | > loss_feat: 7.5679850578308105 (7.3467847017141485) | > loss_mel: 18.883485794067383 (20.830614236684944) | > loss_duration: 2.1359498500823975 (2.252661815056434) | > loss_1: 33.00041198730469 (34.948363670936004)  --> STEP: 14 | > loss_disc: 2.2190887928009033 (2.2947406343051364) | > loss_disc_real_0: 0.17544810473918915 (0.09504784750086921) | > loss_disc_real_1: 0.10122397541999817 (0.18588429263659886) | > loss_disc_real_2: 0.1578688621520996 (0.21381862035819463) | > loss_disc_real_3: 0.19132763147354126 (0.24254880526236125) | > loss_disc_real_4: 0.2301972210407257 (0.22600375648055757) | > loss_disc_real_5: 0.16936615109443665 (0.22264886115278518) | > loss_0: 2.2190887928009033 (2.2947406343051364) | > loss_gen: 2.2257418632507324 (2.403633815901619) | > loss_kl: 2.638231039047241 (2.1393594316073825) | > loss_feat: 7.951051712036133 (7.389946631022862) | > loss_mel: 22.50673484802246 (20.950337137494767) | > loss_duration: 2.3562607765197754 (2.260061740875244) | > loss_1: 37.67802047729492 (35.1433391571045)  --> STEP: 15 | > loss_disc: 2.495053768157959 (2.308094843228658) | > loss_disc_real_0: 0.10291129350662231 (0.09557207723458608) | > loss_disc_real_1: 0.16444988548755646 (0.18445533215999604) | > loss_disc_real_2: 0.173126682639122 (0.21110582451025645) | > loss_disc_real_3: 0.2673737406730652 (0.24420380095640817) | > loss_disc_real_4: 0.19302073121070862 (0.22380488812923433) | > loss_disc_real_5: 0.24801664054393768 (0.22434004644552866) | > loss_0: 2.495053768157959 (2.308094843228658) | > loss_gen: 2.1490163803100586 (2.386659320195515) | > loss_kl: 2.9017889499664307 (2.1901880661646524) | > loss_feat: 8.317463874816895 (7.451781113942464) | > loss_mel: 18.303789138793945 (20.77390060424805) | > loss_duration: 2.2361583709716797 (2.258468182881673) | > loss_1: 33.90821838378906 (35.0609977722168)  --> STEP: 16 | > loss_disc: 2.0912818908691406 (2.294544033706188) | > loss_disc_real_0: 0.0845855325460434 (0.09488541819155216) | > loss_disc_real_1: 0.2169182449579239 (0.18648426420986652) | > loss_disc_real_2: 0.17850439250469208 (0.20906823500990868) | > loss_disc_real_3: 0.21705061197280884 (0.24250672664493322) | > loss_disc_real_4: 0.15285930037498474 (0.21937078889459372) | > loss_disc_real_5: 0.1442515254020691 (0.21933451388031244) | > loss_0: 2.0912818908691406 (2.294544033706188) | > loss_gen: 2.540656089782715 (2.396284118294715) | > loss_kl: 2.0962111949920654 (2.184314511716366) | > loss_feat: 8.782402038574219 (7.534944921731949) | > loss_mel: 18.921499252319336 (20.658125519752502) | > loss_duration: 2.347801446914673 (2.2640515118837357) | > loss_1: 34.68857192993164 (35.03772115707398)  --> STEP: 17 | > loss_disc: 1.970543384552002 (2.275485171991236) | > loss_disc_real_0: 0.0800197646021843 (0.09401096798041288) | > loss_disc_real_1: 0.12675422430038452 (0.18297073245048523) | > loss_disc_real_2: 0.2740299105644226 (0.21288951004252715) | > loss_disc_real_3: 0.20359565317630768 (0.24021783997030818) | > loss_disc_real_4: 0.18271194398403168 (0.21721438625279596) | > loss_disc_real_5: 0.11490835249423981 (0.2131917985046611) | > loss_0: 1.970543384552002 (2.275485171991236) | > loss_gen: 2.5548880100250244 (2.405613758984733) | > loss_kl: 1.533547282218933 (2.146034086451811) | > loss_feat: 7.473576545715332 (7.531335017260383) | > loss_mel: 20.232215881347656 (20.63307201161104) | > loss_duration: 2.343989849090576 (2.26875376701355) | > loss_1: 34.13821792602539 (34.984809202306415)  --> STEP: 18 | > loss_disc: 2.2450850009918213 (2.27379627360238) | > loss_disc_real_0: 0.08098813891410828 (0.09328747747672929) | > loss_disc_real_1: 0.17640112340450287 (0.18260575417015287) | > loss_disc_real_2: 0.1864931285381317 (0.21142304440339407) | > loss_disc_real_3: 0.2018837034702301 (0.23808816572030386) | > loss_disc_real_4: 0.2181922048330307 (0.21726870950725344) | > loss_disc_real_5: 0.21296600997447968 (0.21317925469742882) | > loss_0: 2.2450850009918213 (2.27379627360238) | > loss_gen: 2.468245029449463 (2.4090932740105515) | > loss_kl: 2.3903255462646484 (2.1596058342191906) | > loss_feat: 9.561012268066406 (7.644094864527385) | > loss_mel: 19.62401008605957 (20.57701301574707) | > loss_duration: 2.208672285079956 (2.265415906906128) | > loss_1: 36.25226593017578 (35.05522346496583)  --> STEP: 19 | > loss_disc: 2.3466997146606445 (2.2776332968159725) | > loss_disc_real_0: 0.15860134363174438 (0.09672504937962483) | > loss_disc_real_1: 0.2569088041782379 (0.18651644101268366) | > loss_disc_real_2: 0.20829015970230103 (0.2112581557349155) | > loss_disc_real_3: 0.3093763291835785 (0.2418401743236341) | > loss_disc_real_4: 0.30304965376853943 (0.22178349604732112) | > loss_disc_real_5: 0.2290271520614624 (0.21401335455869375) | > loss_0: 2.3466997146606445 (2.2776332968159725) | > loss_gen: 2.7140583992004395 (2.425144070073177) | > loss_kl: 1.4540890455245972 (2.1224733716563176) | > loss_feat: 7.2336201667785645 (7.622490933066921) | > loss_mel: 18.22844123840332 (20.45340397483424) | > loss_duration: 2.3529412746429443 (2.2700225052080656) | > loss_1: 31.9831485748291 (34.893535312853366)  --> STEP: 20 | > loss_disc: 2.2568044662475586 (2.2765918552875517) | > loss_disc_real_0: 0.1031341478228569 (0.09704550430178643) | > loss_disc_real_1: 0.1971694380044937 (0.18704909086227417) | > loss_disc_real_2: 0.2120438814163208 (0.21129744201898576) | > loss_disc_real_3: 0.3258316218852997 (0.24603974670171738) | > loss_disc_real_4: 0.26789116859436035 (0.22408887967467309) | > loss_disc_real_5: 0.28450870513916016 (0.21753812208771706) | > loss_0: 2.2568044662475586 (2.2765918552875517) | > loss_gen: 2.709512710571289 (2.4393625020980827) | > loss_kl: 1.9778810739517212 (2.1152437567710876) | > loss_feat: 6.870469570159912 (7.5848898649215695) | > loss_mel: 21.343408584594727 (20.497904205322264) | > loss_duration: 2.324066638946533 (2.272724711894989) | > loss_1: 35.225337982177734 (34.91012544631958)  --> STEP: 21 | > loss_disc: 2.1698172092437744 (2.271507348333086) | > loss_disc_real_0: 0.11487089097499847 (0.09789433223860604) | > loss_disc_real_1: 0.16532325744628906 (0.18601452736627488) | > loss_disc_real_2: 0.2707885503768921 (0.2141303519407908) | > loss_disc_real_3: 0.20623856782913208 (0.2441444524696895) | > loss_disc_real_4: 0.21329014003276825 (0.22357465397743953) | > loss_disc_real_5: 0.10900215059518814 (0.21236974249283472) | > loss_0: 2.1698172092437744 (2.271507348333086) | > loss_gen: 2.4183590412139893 (2.438362337294078) | > loss_kl: 2.090672731399536 (2.114073707943871) | > loss_feat: 7.158024787902832 (7.564562956492106) | > loss_mel: 19.30517578125 (20.441107613699778) | > loss_duration: 2.1853322982788086 (2.2685631683894565) | > loss_1: 33.15756607055664 (34.82667023794992)  --> STEP: 22 | > loss_disc: 2.2733240127563477 (2.2715899239886888) | > loss_disc_real_0: 0.05387187376618385 (0.09589331139895049) | > loss_disc_real_1: 0.11523740738630295 (0.18279738554900343) | > loss_disc_real_2: 0.17380501329898834 (0.21229738200252707) | > loss_disc_real_3: 0.3025405704975128 (0.2467988214709542) | > loss_disc_real_4: 0.25267651677131653 (0.22489746592261575) | > loss_disc_real_5: 0.2662450671195984 (0.21481862088496034) | > loss_0: 2.2733240127563477 (2.2715899239886888) | > loss_gen: 2.3703484535217285 (2.4352707971226075) | > loss_kl: 1.5706102848052979 (2.0893708250739356) | > loss_feat: 7.268993377685547 (7.551127975637263) | > loss_mel: 22.019241333007812 (20.512840964577414) | > loss_duration: 2.1273603439331055 (2.262144858186895) | > loss_1: 35.3565559387207 (34.85075595162132)  --> STEP: 23 | > loss_disc: 2.2257192134857178 (2.2695955452711685) | > loss_disc_real_0: 0.1171044409275055 (0.09681553442193114) | > loss_disc_real_1: 0.2500607371330261 (0.18572187909613486) | > loss_disc_real_2: 0.19364503026008606 (0.21148641018763834) | > loss_disc_real_3: 0.2484641969203949 (0.24687122909919076) | > loss_disc_real_4: 0.18876028060913086 (0.22332628395246423) | > loss_disc_real_5: 0.1282435655593872 (0.21105448804471805) | > loss_0: 2.2257192134857178 (2.2695955452711685) | > loss_gen: 2.3173866271972656 (2.4301453984302013) | > loss_kl: 2.131863832473755 (2.0912183471347974) | > loss_feat: 7.313216686248779 (7.540784006533415) | > loss_mel: 19.298025131225586 (20.460022884866465) | > loss_duration: 2.2343993186950684 (2.260938530382903) | > loss_1: 33.294891357421875 (34.783109664917)  --> STEP: 24 | > loss_disc: 2.4499011039733887 (2.277108276883761) | > loss_disc_real_0: 0.04510363191366196 (0.09466087181741993) | > loss_disc_real_1: 0.14938341081142426 (0.18420777625093857) | > loss_disc_real_2: 0.22745494544506073 (0.21215176582336426) | > loss_disc_real_3: 0.28516122698783875 (0.24846664567788443) | > loss_disc_real_4: 0.2535693645477295 (0.22458641231060028) | > loss_disc_real_5: 0.2820422649383545 (0.2140123120819529) | > loss_0: 2.4499011039733887 (2.277108276883761) | > loss_gen: 2.2914459705352783 (2.4243662556012464) | > loss_kl: 1.9101907014846802 (2.0836755285660424) | > loss_feat: 6.341804027557373 (7.490826507409413) | > loss_mel: 20.223514556884766 (20.45016837120056) | > loss_duration: 2.4250130653381348 (2.2677749693393707) | > loss_1: 33.19197082519531 (34.716812213261925)  --> STEP: 25 | > loss_disc: 2.508610248565674 (2.2863683557510375) | > loss_disc_real_0: 0.10131621360778809 (0.09492708548903465) | > loss_disc_real_1: 0.11869428306818008 (0.18158723652362824) | > loss_disc_real_2: 0.21554790437221527 (0.2122876113653183) | > loss_disc_real_3: 0.19546334445476532 (0.24634651362895965) | > loss_disc_real_4: 0.21519356966018677 (0.22421069860458373) | > loss_disc_real_5: 0.1477808803319931 (0.2113630548119545) | > loss_0: 2.508610248565674 (2.2863683557510375) | > loss_gen: 1.8847535848617554 (2.402781748771667) | > loss_kl: 2.494014263153076 (2.100089077949524) | > loss_feat: 7.756196975708008 (7.501441326141357) | > loss_mel: 17.57018280029297 (20.334968948364256) | > loss_duration: 2.307847499847412 (2.2693778705596923) | > loss_1: 32.012996673583984 (34.60865959167481)  --> STEP: 26 | > loss_disc: 2.284666061401367 (2.2863028828914347) | > loss_disc_real_0: 0.113188736140728 (0.09562945666794594) | > loss_disc_real_1: 0.22467918694019318 (0.18324461923195765) | > loss_disc_real_2: 0.14727026224136353 (0.20978694409132004) | > loss_disc_real_3: 0.15282286703586578 (0.24274945029845604) | > loss_disc_real_4: 0.18163637816905975 (0.22257322474167898) | > loss_disc_real_5: 0.0966944769024849 (0.20695272489235952) | > loss_0: 2.284666061401367 (2.2863028828914347) | > loss_gen: 2.207763671875 (2.3952810535064106) | > loss_kl: 2.053518772125244 (2.0982979123408976) | > loss_feat: 12.295208930969238 (7.685817003250122) | > loss_mel: 21.99407958984375 (20.39878089611347) | > loss_duration: 2.265761375427246 (2.26923877459306) | > loss_1: 40.81633377075195 (34.847416290870086) --> EVAL PERFORMANCE | > avg_loader_time: 0.002385827211233286 (+1.6010724581204828e-05) | > avg_loss_disc: 2.2863028828914347 (-0.04721213762576859) | > avg_loss_disc_real_0: 0.09562945666794594 (+0.0011933997560005932) | > avg_loss_disc_real_1: 0.18324461923195765 (+0.044352330983831345) | > avg_loss_disc_real_2: 0.20978694409132004 (+0.016269469490418076) | > avg_loss_disc_real_3: 0.24274945029845604 (+0.0020321854032002984) | > avg_loss_disc_real_4: 0.22257322474167898 (-0.016781186828246475) | > avg_loss_disc_real_5: 0.20695272489235952 (-0.02807245059655261) | > avg_loss_0: 2.2863028828914347 (-0.04721213762576859) | > avg_loss_gen: 2.3952810535064106 (+0.09082596577130797) | > avg_loss_kl: 2.0982979123408976 (+0.16172766685485818) | > avg_loss_feat: 7.685817003250122 (+0.4877504018636847) | > avg_loss_mel: 20.39878089611347 (+0.18068533677321597) | > avg_loss_duration: 2.26923877459306 (-0.005018463501563986) | > avg_loss_1: 34.847416290870086 (+0.91597153590277)  > EPOCH: 106/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:35:27)   --> TIME: 2024-06-10 19:35:34 -- STEP: 19/330 -- GLOBAL_STEP: 123000 | > loss_disc: 2.329835891723633 (2.2705327084189966) | > loss_disc_real_0: 0.10277490317821503 (0.11267886585310886) | > loss_disc_real_1: 0.18109950423240662 (0.20026065409183502) | > loss_disc_real_2: 0.2584123909473419 (0.21719259415802203) | > loss_disc_real_3: 0.2119499146938324 (0.2211213723609322) | > loss_disc_real_4: 0.2389734983444214 (0.2148391941660329) | > loss_disc_real_5: 0.23346665501594543 (0.21581781145773435) | > loss_0: 2.329835891723633 (2.2705327084189966) | > grad_norm_0: tensor(9.6623, device='cuda:0') (tensor(10.7078, device='cuda:0')) | > loss_gen: 2.4890682697296143 (2.5683063958820544) | > loss_kl: 1.8076781034469604 (1.6027172427428396) | > loss_feat: 8.000139236450195 (7.062328137849507) | > loss_mel: 19.260456085205078 (20.080670808490954) | > loss_duration: 2.1263256072998047 (2.209666076459383) | > loss_1: 33.68367004394531 (33.52368846692537) | > grad_norm_1: tensor(213.2589, device='cuda:0') (tensor(130.0134, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3473 (0.3355746269226074) | > loader_time: 0.003 (0.002912458620573345) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_123000.pth  --> TIME: 2024-06-10 19:35:48 -- STEP: 44/330 -- GLOBAL_STEP: 123025 | > loss_disc: 2.3173389434814453 (2.2788353508169) | > loss_disc_real_0: 0.10469429939985275 (0.11395435373891484) | > loss_disc_real_1: 0.2149859070777893 (0.19924577325582504) | > loss_disc_real_2: 0.22320501506328583 (0.21530316803943028) | > loss_disc_real_3: 0.24197375774383545 (0.2218637534163215) | > loss_disc_real_4: 0.232125923037529 (0.2193984755060889) | > loss_disc_real_5: 0.2121315598487854 (0.21439412202347408) | > loss_0: 2.3173389434814453 (2.2788353508169) | > grad_norm_0: tensor(6.8271, device='cuda:0') (tensor(9.3492, device='cuda:0')) | > loss_gen: 2.5507497787475586 (2.574630737304687) | > loss_kl: 1.5647493600845337 (1.6179390305822545) | > loss_feat: 7.669453144073486 (7.195989186113531) | > loss_mel: 20.131948471069336 (20.179738651622426) | > loss_duration: 2.0135648250579834 (2.134695375507528) | > loss_1: 33.93046569824219 (33.702992959456) | > grad_norm_1: tensor(159.6867, device='cuda:0') (tensor(123.6010, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3642 (0.3475630716844039) | > loader_time: 0.0042 (0.003199501471085982)  --> TIME: 2024-06-10 19:35:57 -- STEP: 69/330 -- GLOBAL_STEP: 123050 | > loss_disc: 2.257132053375244 (2.2715187452841494) | > loss_disc_real_0: 0.10863953828811646 (0.11096496340157329) | > loss_disc_real_1: 0.16292166709899902 (0.19952353489571723) | > loss_disc_real_2: 0.24589307606220245 (0.2150361438592275) | > loss_disc_real_3: 0.2092486172914505 (0.2210915516252103) | > loss_disc_real_4: 0.2171899378299713 (0.21643976197726483) | > loss_disc_real_5: 0.2008056789636612 (0.2122034668058589) | > loss_0: 2.257132053375244 (2.2715187452841494) | > grad_norm_0: tensor(19.3013, device='cuda:0') (tensor(11.8535, device='cuda:0')) | > loss_gen: 2.758401393890381 (2.5849911717401026) | > loss_kl: 1.5858062505722046 (1.6130297374034273) | > loss_feat: 7.254836082458496 (7.265488279038581) | > loss_mel: 19.892759323120117 (20.161380463752195) | > loss_duration: 2.0083250999450684 (2.1088219673737245) | > loss_1: 33.50012969970703 (33.73371162967404) | > grad_norm_1: tensor(477.2514, device='cuda:0') (tensor(172.0431, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3641 (0.35223903172258025) | > loader_time: 0.0035 (0.0033497292062510614)  --> TIME: 2024-06-10 19:36:06 -- STEP: 94/330 -- GLOBAL_STEP: 123075 | > loss_disc: 2.1685705184936523 (2.2715669718194507) | > loss_disc_real_0: 0.10286623239517212 (0.11156652360520464) | > loss_disc_real_1: 0.2019396424293518 (0.20082019301170995) | > loss_disc_real_2: 0.21848861873149872 (0.21492499239901278) | > loss_disc_real_3: 0.2093111276626587 (0.22164505276274174) | > loss_disc_real_4: 0.20224454998970032 (0.21557298270945854) | > loss_disc_real_5: 0.1897018402814865 (0.21216805263402613) | > loss_0: 2.1685705184936523 (2.2715669718194507) | > grad_norm_0: tensor(40.2973, device='cuda:0') (tensor(14.7361, device='cuda:0')) | > loss_gen: 2.5812346935272217 (2.5871546395281526) | > loss_kl: 1.5894397497177124 (1.6117984956883369) | > loss_feat: 7.234941482543945 (7.286896999846113) | > loss_mel: 19.559783935546875 (20.182171720139525) | > loss_duration: 2.091736316680908 (2.096947278114076) | > loss_1: 33.05713653564453 (33.764969277889165) | > grad_norm_1: tensor(246.3369, device='cuda:0') (tensor(196.2711, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3526 (0.3552414939758627) | > loader_time: 0.0036 (0.003422014256741138)  --> TIME: 2024-06-10 19:36:15 -- STEP: 119/330 -- GLOBAL_STEP: 123100 | > loss_disc: 2.1543502807617188 (2.2626025857043848) | > loss_disc_real_0: 0.08582230657339096 (0.1113664464038961) | > loss_disc_real_1: 0.22927819192409515 (0.1996000472988401) | > loss_disc_real_2: 0.203913152217865 (0.21505132154757237) | > loss_disc_real_3: 0.2206849455833435 (0.22175498682410777) | > loss_disc_real_4: 0.23050478100776672 (0.2143864500171998) | > loss_disc_real_5: 0.23674792051315308 (0.2101269723737941) | > loss_0: 2.1543502807617188 (2.2626025857043848) | > grad_norm_0: tensor(16.6282, device='cuda:0') (tensor(15.9782, device='cuda:0')) | > loss_gen: 2.9577834606170654 (2.6089315634815633) | > loss_kl: 1.6658374071121216 (1.6165210188937789) | > loss_feat: 7.787653923034668 (7.358845971211665) | > loss_mel: 20.916656494140625 (20.169220724025696) | > loss_duration: 2.0527474880218506 (2.0929541357425068) | > loss_1: 35.38067626953125 (33.846473405341136) | > grad_norm_1: tensor(256.8632, device='cuda:0') (tensor(207.4339, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3662 (0.35619253471118073) | > loader_time: 0.0039 (0.00350540826300613)  --> TIME: 2024-06-10 19:36:25 -- STEP: 144/330 -- GLOBAL_STEP: 123125 | > loss_disc: 2.286378860473633 (2.260246445735294) | > loss_disc_real_0: 0.14178478717803955 (0.11052214136968057) | > loss_disc_real_1: 0.1599530279636383 (0.2000166470598843) | > loss_disc_real_2: 0.17099446058273315 (0.2136634541675449) | > loss_disc_real_3: 0.19540125131607056 (0.2218822670272655) | > loss_disc_real_4: 0.22327741980552673 (0.21434197523113752) | > loss_disc_real_5: 0.16868247091770172 (0.2108415402472019) | > loss_0: 2.286378860473633 (2.260246445735294) | > grad_norm_0: tensor(39.6581, device='cuda:0') (tensor(16.7874, device='cuda:0')) | > loss_gen: 2.557767629623413 (2.624688317378362) | > loss_kl: 1.7171281576156616 (1.6155921965837479) | > loss_feat: 8.467906951904297 (7.397496501604717) | > loss_mel: 20.656349182128906 (20.140339864624867) | > loss_duration: 2.057722568511963 (2.0937419359882665) | > loss_1: 35.45687484741211 (33.87185883522034) | > grad_norm_1: tensor(131.4394, device='cuda:0') (tensor(219.5094, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3898 (0.3585687941975065) | > loader_time: 0.0042 (0.0036459945970111424)  --> TIME: 2024-06-10 19:36:34 -- STEP: 169/330 -- GLOBAL_STEP: 123150 | > loss_disc: 2.089174747467041 (2.26792210657921) | > loss_disc_real_0: 0.11315108090639114 (0.11058450851743744) | > loss_disc_real_1: 0.17683790624141693 (0.20115301647835235) | > loss_disc_real_2: 0.19719910621643066 (0.21460039269994707) | > loss_disc_real_3: 0.19495362043380737 (0.222123956098359) | > loss_disc_real_4: 0.1594371348619461 (0.21525890278745685) | > loss_disc_real_5: 0.15945880115032196 (0.21179937205371066) | > loss_0: 2.089174747467041 (2.26792210657921) | > grad_norm_0: tensor(13.7587, device='cuda:0') (tensor(18.5756, device='cuda:0')) | > loss_gen: 2.718435764312744 (2.620514603056145) | > loss_kl: 1.763378620147705 (1.624747087264202) | > loss_feat: 7.600168704986572 (7.375418646095774) | > loss_mel: 19.928773880004883 (20.119757025904896) | > loss_duration: 2.1292548179626465 (2.0958770273705194) | > loss_1: 34.140010833740234 (33.836314387575406) | > grad_norm_1: tensor(101.6203, device='cuda:0') (tensor(227.2043, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3671 (0.3614587487553703) | > loader_time: 0.0042 (0.003765841207560703)  --> TIME: 2024-06-10 19:36:44 -- STEP: 194/330 -- GLOBAL_STEP: 123175 | > loss_disc: 2.2423102855682373 (2.268358649666777) | > loss_disc_real_0: 0.07170817255973816 (0.11163237971282497) | > loss_disc_real_1: 0.13668368756771088 (0.2010175191710905) | > loss_disc_real_2: 0.20107154548168182 (0.21412048342916157) | > loss_disc_real_3: 0.20205144584178925 (0.22198547038835348) | > loss_disc_real_4: 0.20030969381332397 (0.21565404803175287) | > loss_disc_real_5: 0.20122821629047394 (0.21157694300732663) | > loss_0: 2.2423102855682373 (2.268358649666777) | > grad_norm_0: tensor(21.6556, device='cuda:0') (tensor(19.6971, device='cuda:0')) | > loss_gen: 2.643270254135132 (2.619337311725026) | > loss_kl: 1.5649912357330322 (1.6262702100055735) | > loss_feat: 7.1156229972839355 (7.370703812726996) | > loss_mel: 19.83061408996582 (20.082879774349237) | > loss_duration: 2.1044769287109375 (2.10095490561318) | > loss_1: 33.258975982666016 (33.80014601442003) | > grad_norm_1: tensor(264.3899, device='cuda:0') (tensor(243.3370, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3923 (0.36527659475188895) | > loader_time: 0.0051 (0.0039091872185775915)  --> TIME: 2024-06-10 19:36:54 -- STEP: 219/330 -- GLOBAL_STEP: 123200 | > loss_disc: 2.254725456237793 (2.2671155907792047) | > loss_disc_real_0: 0.1805678904056549 (0.11260274280560072) | > loss_disc_real_1: 0.20940545201301575 (0.20146544937673772) | > loss_disc_real_2: 0.17470775544643402 (0.21391130568774328) | > loss_disc_real_3: 0.18061745166778564 (0.2215428874236808) | > loss_disc_real_4: 0.20917333662509918 (0.21506893192524235) | > loss_disc_real_5: 0.18141856789588928 (0.21106312998897953) | > loss_0: 2.254725456237793 (2.2671155907792047) | > grad_norm_0: tensor(32.6113, device='cuda:0') (tensor(20.6540, device='cuda:0')) | > loss_gen: 2.611386299133301 (2.618184931202022) | > loss_kl: 1.7269573211669922 (1.6263323603155406) | > loss_feat: 7.829871654510498 (7.360872793415367) | > loss_mel: 20.50680160522461 (20.01708055086876) | > loss_duration: 2.1523184776306152 (2.10647652410481) | > loss_1: 34.827335357666016 (33.72894712996809) | > grad_norm_1: tensor(355.5163, device='cuda:0') (tensor(256.3841, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.3835 (0.36838353605575214) | > loader_time: 0.0046 (0.0040500327332379064)  --> TIME: 2024-06-10 19:37:05 -- STEP: 244/330 -- GLOBAL_STEP: 123225 | > loss_disc: 2.226430654525757 (2.264469831693368) | > loss_disc_real_0: 0.12628173828125 (0.11304506601490935) | > loss_disc_real_1: 0.19743822515010834 (0.2009136379986513) | > loss_disc_real_2: 0.18785662949085236 (0.2137947504515531) | > loss_disc_real_3: 0.21418435871601105 (0.22118573947275272) | > loss_disc_real_4: 0.2170705944299698 (0.2143694659481283) | > loss_disc_real_5: 0.23185084760189056 (0.21063810556394155) | > loss_0: 2.226430654525757 (2.264469831693368) | > grad_norm_0: tensor(24.7593, device='cuda:0') (tensor(20.8238, device='cuda:0')) | > loss_gen: 2.800696849822998 (2.619947992387365) | > loss_kl: 1.4416968822479248 (1.6263383573195973) | > loss_feat: 7.605433464050293 (7.379917748638842) | > loss_mel: 19.38899803161621 (19.98893164806678) | > loss_duration: 2.116563320159912 (2.1135574124875607) | > loss_1: 33.353389739990234 (33.72869314131191) | > grad_norm_1: tensor(489.9700, device='cuda:0') (tensor(263.5406, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.4205 (0.3723756397356752) | > loader_time: 0.0055 (0.0041853169925877304)  --> TIME: 2024-06-10 19:37:16 -- STEP: 269/330 -- GLOBAL_STEP: 123250 | > loss_disc: 2.2816150188446045 (2.2683699388043146) | > loss_disc_real_0: 0.10556983947753906 (0.1135755251386795) | > loss_disc_real_1: 0.2206728458404541 (0.20185140517564515) | > loss_disc_real_2: 0.2375451773405075 (0.21426798935051747) | > loss_disc_real_3: 0.23360678553581238 (0.22155560730336768) | > loss_disc_real_4: 0.2042246013879776 (0.2149070259806835) | > loss_disc_real_5: 0.21860520541667938 (0.21060158544978244) | > loss_0: 2.2816150188446045 (2.2683699388043146) | > grad_norm_0: tensor(15.7344, device='cuda:0') (tensor(21.2526, device='cuda:0')) | > loss_gen: 2.6419034004211426 (2.6168750316236986) | > loss_kl: 1.5638843774795532 (1.6265179034059376) | > loss_feat: 7.198460102081299 (7.388069094335281) | > loss_mel: 18.816675186157227 (19.976739153099768) | > loss_duration: 2.208772659301758 (2.1200424999995735) | > loss_1: 32.42969512939453 (33.72824366828324) | > grad_norm_1: tensor(508.9105, device='cuda:0') (tensor(269.0641, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.4419 (0.3766669509136101) | > loader_time: 0.0061 (0.004326895710260894)  --> TIME: 2024-06-10 19:37:27 -- STEP: 294/330 -- GLOBAL_STEP: 123275 | > loss_disc: 2.339792251586914 (2.2671100258016263) | > loss_disc_real_0: 0.1236589252948761 (0.11405158884265795) | > loss_disc_real_1: 0.18521389365196228 (0.20215043851307463) | > loss_disc_real_2: 0.23942267894744873 (0.21419711862088867) | > loss_disc_real_3: 0.22752219438552856 (0.22083861117257553) | > loss_disc_real_4: 0.2410980463027954 (0.2143581970816566) | > loss_disc_real_5: 0.19208258390426636 (0.21024623315553276) | > loss_0: 2.339792251586914 (2.2671100258016263) | > grad_norm_0: tensor(11.7018, device='cuda:0') (tensor(20.9987, device='cuda:0')) | > loss_gen: 2.480727195739746 (2.614707400198695) | > loss_kl: 1.7382020950317383 (1.6281039812126936) | > loss_feat: 7.393096446990967 (7.406663046402185) | > loss_mel: 19.990028381347656 (19.94002131377758) | > loss_duration: 2.262669563293457 (2.1283988932363025) | > loss_1: 33.864723205566406 (33.71789465145191) | > grad_norm_1: tensor(250.7633, device='cuda:0') (tensor(267.9428, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.4502 (0.38283049249324674) | > loader_time: 0.0073 (0.004515638967760565)  --> TIME: 2024-06-10 19:37:40 -- STEP: 319/330 -- GLOBAL_STEP: 123300 | > loss_disc: 2.28825044631958 (2.267731685997176) | > loss_disc_real_0: 0.14504894614219666 (0.11464554375055068) | > loss_disc_real_1: 0.2351653277873993 (0.20246134703062177) | > loss_disc_real_2: 0.2057809680700302 (0.21418112250144206) | > loss_disc_real_3: 0.24798446893692017 (0.22082453246774345) | > loss_disc_real_4: 0.24176567792892456 (0.21482704472392322) | > loss_disc_real_5: 0.24054165184497833 (0.21026701982305337) | > loss_0: 2.28825044631958 (2.267731685997176) | > grad_norm_0: tensor(38.1383, device='cuda:0') (tensor(21.3925, device='cuda:0')) | > loss_gen: 2.612074613571167 (2.6134231830465366) | > loss_kl: 1.6068605184555054 (1.6290963503260594) | > loss_feat: 8.628667831420898 (7.436420609584796) | > loss_mel: 19.025583267211914 (19.903309101595017) | > loss_duration: 2.3103859424591064 (2.1408359813839666) | > loss_1: 34.183570861816406 (33.72308526592197) | > grad_norm_1: tensor(158.3119, device='cuda:0') (tensor(270.5170, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.5541 (0.39301505806304077) | > loader_time: 0.0083 (0.00474243179010373)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.152698516845703 (2.152698516845703) | > loss_disc_real_0: 0.10984434187412262 (0.10984434187412262) | > loss_disc_real_1: 0.20808883011341095 (0.20808883011341095) | > loss_disc_real_2: 0.16531877219676971 (0.16531877219676971) | > loss_disc_real_3: 0.23058003187179565 (0.23058003187179565) | > loss_disc_real_4: 0.16261644661426544 (0.16261644661426544) | > loss_disc_real_5: 0.1517622172832489 (0.1517622172832489) | > loss_0: 2.152698516845703 (2.152698516845703) | > loss_gen: 2.5752413272857666 (2.5752413272857666) | > loss_kl: 1.5277782678604126 (1.5277782678604126) | > loss_feat: 6.708757400512695 (6.708757400512695) | > loss_mel: 18.010957717895508 (18.010957717895508) | > loss_duration: 2.744349956512451 (2.744349956512451) | > loss_1: 31.56708526611328 (31.56708526611328)  --> STEP: 1 | > loss_disc: 2.170929431915283 (2.170929431915283) | > loss_disc_real_0: 0.09650562703609467 (0.09650562703609467) | > loss_disc_real_1: 0.23239794373512268 (0.23239794373512268) | > loss_disc_real_2: 0.19527596235275269 (0.19527596235275269) | > loss_disc_real_3: 0.26733696460723877 (0.26733696460723877) | > loss_disc_real_4: 0.2430039644241333 (0.2430039644241333) | > loss_disc_real_5: 0.2149217575788498 (0.2149217575788498) | > loss_0: 2.170929431915283 (2.170929431915283) | > loss_gen: 2.773667097091675 (2.773667097091675) | > loss_kl: 1.9020456075668335 (1.9020456075668335) | > loss_feat: 7.567811965942383 (7.567811965942383) | > loss_mel: 19.474191665649414 (19.474191665649414) | > loss_duration: 2.34419846534729 (2.34419846534729) | > loss_1: 34.06191635131836 (34.06191635131836)  --> STEP: 2 | > loss_disc: 2.4268455505371094 (2.2988874912261963) | > loss_disc_real_0: 0.06016233563423157 (0.07833398133516312) | > loss_disc_real_1: 0.3167649805545807 (0.2745814621448517) | > loss_disc_real_2: 0.222087562084198 (0.20868176221847534) | > loss_disc_real_3: 0.38289397954940796 (0.32511547207832336) | > loss_disc_real_4: 0.2907354235649109 (0.2668696939945221) | > loss_disc_real_5: 0.26136499643325806 (0.23814337700605392) | > loss_0: 2.4268455505371094 (2.2988874912261963) | > loss_gen: 2.63691782951355 (2.7052924633026123) | > loss_kl: 1.775225281715393 (1.8386354446411133) | > loss_feat: 5.925829887390137 (6.74682092666626) | > loss_mel: 19.102724075317383 (19.2884578704834) | > loss_duration: 2.4375391006469727 (2.3908687829971313) | > loss_1: 31.87823486328125 (32.970075607299805)  --> STEP: 3 | > loss_disc: 2.271482467651367 (2.28975248336792) | > loss_disc_real_0: 0.045640964061021805 (0.06743630891044934) | > loss_disc_real_1: 0.24459058046340942 (0.2645845015843709) | > loss_disc_real_2: 0.19548502564430237 (0.20428285002708435) | > loss_disc_real_3: 0.26548054814338684 (0.30523716410001117) | > loss_disc_real_4: 0.32501932978630066 (0.28625290592511493) | > loss_disc_real_5: 0.181175097823143 (0.21915395061175028) | > loss_0: 2.271482467651367 (2.28975248336792) | > loss_gen: 2.8484935760498047 (2.7530261675516763) | > loss_kl: 2.527050495147705 (2.0681071281433105) | > loss_feat: 8.083744049072266 (7.192461967468262) | > loss_mel: 21.472606658935547 (20.016507466634113) | > loss_duration: 2.166792392730713 (2.316176652908325) | > loss_1: 37.09868621826172 (34.34627914428711)  --> STEP: 4 | > loss_disc: 2.3880176544189453 (2.3143187761306763) | > loss_disc_real_0: 0.0619935505092144 (0.06607561931014061) | > loss_disc_real_1: 0.2890261709690094 (0.27069491893053055) | > loss_disc_real_2: 0.25098368525505066 (0.21595805883407593) | > loss_disc_real_3: 0.3504108786582947 (0.31653059273958206) | > loss_disc_real_4: 0.28928202390670776 (0.28701018542051315) | > loss_disc_real_5: 0.23773927986621857 (0.22380028292536736) | > loss_0: 2.3880176544189453 (2.3143187761306763) | > loss_gen: 2.6942358016967773 (2.7383285760879517) | > loss_kl: 2.403829574584961 (2.152037739753723) | > loss_feat: 6.648590564727783 (7.056494116783142) | > loss_mel: 19.356721878051758 (19.851561069488525) | > loss_duration: 2.2010436058044434 (2.2873933911323547) | > loss_1: 33.304420471191406 (34.085814476013184)  --> STEP: 5 | > loss_disc: 2.139692783355713 (2.2793935775756835) | > loss_disc_real_0: 0.06321065127849579 (0.06550262570381164) | > loss_disc_real_1: 0.22311630845069885 (0.2611791968345642) | > loss_disc_real_2: 0.21699607372283936 (0.2161656618118286) | > loss_disc_real_3: 0.31800830364227295 (0.31682613492012024) | > loss_disc_real_4: 0.2362680435180664 (0.2768617570400238) | > loss_disc_real_5: 0.14717510342597961 (0.2084752470254898) | > loss_0: 2.139692783355713 (2.2793935775756835) | > loss_gen: 2.748652458190918 (2.740393352508545) | > loss_kl: 2.3056299686431885 (2.182756185531616) | > loss_feat: 6.987058162689209 (7.042606925964355) | > loss_mel: 21.05177116394043 (20.091603088378907) | > loss_duration: 2.362820625305176 (2.3024788379669188) | > loss_1: 35.4559326171875 (34.35983810424805)  --> STEP: 6 | > loss_disc: 2.5223913192749023 (2.31989320119222) | > loss_disc_real_0: 0.10859297215938568 (0.07268435011307399) | > loss_disc_real_1: 0.22306786477565765 (0.2548273081580798) | > loss_disc_real_2: 0.2490755021572113 (0.22165063520272574) | > loss_disc_real_3: 0.3764795958995819 (0.3267683784166972) | > loss_disc_real_4: 0.322756826877594 (0.2845109353462855) | > loss_disc_real_5: 0.30803969502449036 (0.2250693216919899) | > loss_0: 2.5223913192749023 (2.31989320119222) | > loss_gen: 2.431490898132324 (2.6889096101125083) | > loss_kl: 1.954884648323059 (2.1447775959968567) | > loss_feat: 5.242535591125488 (6.742595036824544) | > loss_mel: 18.92957305908203 (19.897931416829426) | > loss_duration: 2.1225976943969727 (2.2724986473719277) | > loss_1: 30.681079864501953 (33.74671173095703)  --> STEP: 7 | > loss_disc: 2.4689207077026367 (2.3411828449794223) | > loss_disc_real_0: 0.056054096668958664 (0.07030859962105751) | > loss_disc_real_1: 0.28045421838760376 (0.2584882953337261) | > loss_disc_real_2: 0.21775484085083008 (0.22109409315245493) | > loss_disc_real_3: 0.27087458968162537 (0.31878355145454407) | > loss_disc_real_4: 0.31627270579338074 (0.28904833112444195) | > loss_disc_real_5: 0.2712397873401642 (0.23166510249887193) | > loss_0: 2.4689207077026367 (2.3411828449794223) | > loss_gen: 2.347348928451538 (2.6401152270180837) | > loss_kl: 2.9458775520324707 (2.259220446859087) | > loss_feat: 4.490639686584473 (6.420887129647391) | > loss_mel: 18.1997127532959 (19.65532875061035) | > loss_duration: 2.38089656829834 (2.2879840646471297) | > loss_1: 30.36447525024414 (33.26353509085519)  --> STEP: 8 | > loss_disc: 2.1576342582702637 (2.3182392716407776) | > loss_disc_real_0: 0.12771300971508026 (0.07748415088281035) | > loss_disc_real_1: 0.19916340708732605 (0.25107268430292606) | > loss_disc_real_2: 0.19131606817245483 (0.2173718400299549) | > loss_disc_real_3: 0.23611164093017578 (0.30844956263899803) | > loss_disc_real_4: 0.21985271573066711 (0.2803988792002201) | > loss_disc_real_5: 0.22434426844120026 (0.23074999824166298) | > loss_0: 2.1576342582702637 (2.3182392716407776) | > loss_gen: 2.7440154552459717 (2.65310275554657) | > loss_kl: 2.474715232849121 (2.2861572951078415) | > loss_feat: 9.697073936462402 (6.830410480499268) | > loss_mel: 20.89412498474121 (19.81017827987671) | > loss_duration: 2.155673027038574 (2.27144518494606) | > loss_1: 37.96560287475586 (33.85129356384277)  --> STEP: 9 | > loss_disc: 2.3973851203918457 (2.3270332548353405) | > loss_disc_real_0: 0.0977763831615448 (0.07973884335822529) | > loss_disc_real_1: 0.2900086045265198 (0.25539889766110313) | > loss_disc_real_2: 0.20517918467521667 (0.2160171005460951) | > loss_disc_real_3: 0.3024727702140808 (0.307785474591785) | > loss_disc_real_4: 0.29773303866386414 (0.2823248969184028) | > loss_disc_real_5: 0.2402733415365219 (0.2318081474966473) | > loss_0: 2.3973851203918457 (2.3270332548353405) | > loss_gen: 2.4731667041778564 (2.633109860950046) | > loss_kl: 1.3939064741134644 (2.187018314997355) | > loss_feat: 7.440109729766846 (6.898154841528998) | > loss_mel: 20.010208129882812 (19.832403818766277) | > loss_duration: 2.1081442832946777 (2.2533006403181286) | > loss_1: 33.425533294677734 (33.80398686726888)  --> STEP: 10 | > loss_disc: 2.3450067043304443 (2.328830599784851) | > loss_disc_real_0: 0.09477964788675308 (0.08124292381107807) | > loss_disc_real_1: 0.24982167780399323 (0.25484117567539216) | > loss_disc_real_2: 0.2234838902950287 (0.21676377952098846) | > loss_disc_real_3: 0.24364188313484192 (0.3013711154460907) | > loss_disc_real_4: 0.22870184481143951 (0.27696259170770643) | > loss_disc_real_5: 0.16130994260311127 (0.2247583270072937) | > loss_0: 2.3450067043304443 (2.328830599784851) | > loss_gen: 2.495577096939087 (2.6193565845489504) | > loss_kl: 1.9237011671066284 (2.1606866002082823) | > loss_feat: 5.6235671043396 (6.770696067810059) | > loss_mel: 15.54167652130127 (19.403331089019776) | > loss_duration: 2.2465808391571045 (2.2526286602020265) | > loss_1: 27.83110237121582 (33.206698417663574)  --> STEP: 11 | > loss_disc: 2.0942983627319336 (2.307509487325495) | > loss_disc_real_0: 0.07144926488399506 (0.08035259118134325) | > loss_disc_real_1: 0.16617009043693542 (0.24678016792644153) | > loss_disc_real_2: 0.22642242908477783 (0.21764183857224204) | > loss_disc_real_3: 0.2334522157907486 (0.2951966700228778) | > loss_disc_real_4: 0.2712882459163666 (0.2764467420903119) | > loss_disc_real_5: 0.14824442565441132 (0.2178025177933953) | > loss_0: 2.0942983627319336 (2.307509487325495) | > loss_gen: 2.7618722915649414 (2.6323125579140405) | > loss_kl: 2.304243803024292 (2.173737255009738) | > loss_feat: 7.435359954833984 (6.831120057539507) | > loss_mel: 18.164594650268555 (19.290718685496937) | > loss_duration: 2.4046471118927 (2.2664485194466333) | > loss_1: 33.070716857910156 (33.19433645768599)  --> STEP: 12 | > loss_disc: 2.3680458068847656 (2.312554180622101) | > loss_disc_real_0: 0.07256521284580231 (0.07970364298671484) | > loss_disc_real_1: 0.23539240658283234 (0.2458311878144741) | > loss_disc_real_2: 0.22446846961975098 (0.2182107244928678) | > loss_disc_real_3: 0.26174667477607727 (0.2924091704189778) | > loss_disc_real_4: 0.2877124547958374 (0.277385551482439) | > loss_disc_real_5: 0.3063904643058777 (0.2251848466694355) | > loss_0: 2.3680458068847656 (2.312554180622101) | > loss_gen: 2.639345645904541 (2.6328986485799155) | > loss_kl: 2.261364221572876 (2.181039502223333) | > loss_feat: 6.408634185791016 (6.795912901560466) | > loss_mel: 20.69746971130371 (19.407947937647503) | > loss_duration: 2.1585707664489746 (2.2574587066968284) | > loss_1: 34.165382385253906 (33.275256951649986)  --> STEP: 13 | > loss_disc: 2.440202474594116 (2.3223732801584096) | > loss_disc_real_0: 0.1189408078789711 (0.08272188643996532) | > loss_disc_real_1: 0.2567925751209259 (0.24667437145343193) | > loss_disc_real_2: 0.2398787885904312 (0.21987749865421882) | > loss_disc_real_3: 0.3086068332195282 (0.2936551444805586) | > loss_disc_real_4: 0.25849226117134094 (0.2759322214585084) | > loss_disc_real_5: 0.2521771192550659 (0.22726117532986861) | > loss_0: 2.440202474594116 (2.3223732801584096) | > loss_gen: 2.4125702381134033 (2.6159503093132606) | > loss_kl: 1.868419885635376 (2.1569918394088745) | > loss_feat: 4.037179470062256 (6.583702637599065) | > loss_mel: 17.027790069580078 (19.224858870873085) | > loss_duration: 2.0718040466308594 (2.243177578999446) | > loss_1: 27.41776466369629 (32.82468062180739)  --> STEP: 14 | > loss_disc: 2.173776626586914 (2.3117592334747314) | > loss_disc_real_0: 0.1368069350719452 (0.08658510419939246) | > loss_disc_real_1: 0.19231191277503967 (0.24279133869068964) | > loss_disc_real_2: 0.18267007172107697 (0.21721982530185155) | > loss_disc_real_3: 0.2430492341518402 (0.2900404365999359) | > loss_disc_real_4: 0.28571784496307373 (0.27663119456597735) | > loss_disc_real_5: 0.23246723413467407 (0.227633036673069) | > loss_0: 2.173776626586914 (2.3117592334747314) | > loss_gen: 2.729928970336914 (2.6240916422435214) | > loss_kl: 2.0657565593719482 (2.150475033691951) | > loss_feat: 7.649720191955566 (6.659846748624529) | > loss_mel: 22.770788192749023 (19.478139536721365) | > loss_duration: 2.274859666824341 (2.245440585272653) | > loss_1: 37.49105453491211 (33.15799304417201)  --> STEP: 15 | > loss_disc: 2.467029094696045 (2.3221105575561523) | > loss_disc_real_0: 0.13203170895576477 (0.08961487784981728) | > loss_disc_real_1: 0.2792668044567108 (0.24522303640842438) | > loss_disc_real_2: 0.26459717750549316 (0.220378315448761) | > loss_disc_real_3: 0.30933791399002075 (0.2913269350926082) | > loss_disc_real_4: 0.27976343035697937 (0.2768400102853775) | > loss_disc_real_5: 0.3323231637477875 (0.23461237847805022) | > loss_0: 2.467029094696045 (2.3221105575561523) | > loss_gen: 3.0087790489196777 (2.6497374693552653) | > loss_kl: 2.4560539722442627 (2.170846962928772) | > loss_feat: 8.882505416870117 (6.808023993174235) | > loss_mel: 20.761409759521484 (19.56369088490804) | > loss_duration: 2.2169203758239746 (2.243539237976074) | > loss_1: 37.32566452026367 (33.43583780924479)  --> STEP: 16 | > loss_disc: 2.5942282676696777 (2.3391179144382477) | > loss_disc_real_0: 0.06147397309541702 (0.08785607130266726) | > loss_disc_real_1: 0.3749954402446747 (0.25333381164819) | > loss_disc_real_2: 0.273347944021225 (0.22368891723453999) | > loss_disc_real_3: 0.3395349979400635 (0.29433993902057415) | > loss_disc_real_4: 0.3362182080745697 (0.280551147647202) | > loss_disc_real_5: 0.293701171875 (0.2383054280653596) | > loss_0: 2.5942282676696777 (2.3391179144382477) | > loss_gen: 2.708420991897583 (2.65340518951416) | > loss_kl: 1.7234617471694946 (2.142885386943817) | > loss_feat: 6.162319183349609 (6.767667442560196) | > loss_mel: 17.380943298339844 (19.427269160747528) | > loss_duration: 2.2996432781219482 (2.2470457404851913) | > loss_1: 30.27478790283203 (33.238272190093994)  --> STEP: 17 | > loss_disc: 2.562676191329956 (2.3522684013142303) | > loss_disc_real_0: 0.11954821646213531 (0.08972031513557714) | > loss_disc_real_1: 0.22095726430416107 (0.25142930886324716) | > loss_disc_real_2: 0.26344063878059387 (0.22602725379607258) | > loss_disc_real_3: 0.3686133623123169 (0.29870896392008844) | > loss_disc_real_4: 0.29536983370780945 (0.28142283506253185) | > loss_disc_real_5: 0.35561591386795044 (0.2452060448772767) | > loss_0: 2.562676191329956 (2.3522684013142303) | > loss_gen: 2.8000922203063965 (2.662033838384292) | > loss_kl: 1.6766256093978882 (2.115458341205821) | > loss_feat: 6.18352746963501 (6.733306267682244) | > loss_mel: 19.490928649902344 (19.431013836580163) | > loss_duration: 2.3922901153564453 (2.255589527242324) | > loss_1: 32.54346466064453 (33.19740115894991)  --> STEP: 18 | > loss_disc: 2.373673439025879 (2.3534575700759888) | > loss_disc_real_0: 0.11271414160728455 (0.09099774993956089) | > loss_disc_real_1: 0.236117422580719 (0.2505786485142178) | > loss_disc_real_2: 0.117607980966568 (0.22000396086110008) | > loss_disc_real_3: 0.2779766023159027 (0.2975571660531892) | > loss_disc_real_4: 0.25613901019096375 (0.2800181781252225) | > loss_disc_real_5: 0.24860820174217224 (0.24539505359199312) | > loss_0: 2.373673439025879 (2.3534575700759888) | > loss_gen: 2.614285707473755 (2.6593811644448175) | > loss_kl: 2.005028009414673 (2.1093233227729797) | > loss_feat: 9.750414848327637 (6.900923411051433) | > loss_mel: 20.08608627319336 (19.467406749725342) | > loss_duration: 2.1997101306915283 (2.2524851163228354) | > loss_1: 36.65552520751953 (33.389519161648224)  --> STEP: 19 | > loss_disc: 1.9535789489746094 (2.3324113268601265) | > loss_disc_real_0: 0.09754909574985504 (0.0913425576137869) | > loss_disc_real_1: 0.1869869977235794 (0.24723171952523684) | > loss_disc_real_2: 0.19398635625839233 (0.21863461325043126) | > loss_disc_real_3: 0.2191006988286972 (0.29342787830453176) | > loss_disc_real_4: 0.2242339700460434 (0.2770821671736868) | > loss_disc_real_5: 0.1422756165266037 (0.23996771479907789) | > loss_0: 1.9535789489746094 (2.3324113268601265) | > loss_gen: 2.745250940322876 (2.6639006263331364) | > loss_kl: 1.8738212585449219 (2.0969284772872925) | > loss_feat: 8.403899192810059 (6.980027399565044) | > loss_mel: 20.018001556396484 (19.496385423760664) | > loss_duration: 2.290215253829956 (2.2544709130337366) | > loss_1: 35.3311882019043 (33.49171226903012)  --> STEP: 20 | > loss_disc: 2.1341147422790527 (2.322496497631073) | > loss_disc_real_0: 0.04994659125804901 (0.08927275929600001) | > loss_disc_real_1: 0.2423725575208664 (0.2469887614250183) | > loss_disc_real_2: 0.21147672832012177 (0.2182767190039158) | > loss_disc_real_3: 0.23885972797870636 (0.2906994707882405) | > loss_disc_real_4: 0.18013253808021545 (0.2722346857190132) | > loss_disc_real_5: 0.1781872808933258 (0.23687869310379028) | > loss_0: 2.1341147422790527 (2.322496497631073) | > loss_gen: 2.467872142791748 (2.654099202156067) | > loss_kl: 1.8024282455444336 (2.0822034657001494) | > loss_feat: 6.423242568969727 (6.952188158035279) | > loss_mel: 19.592151641845703 (19.501173734664917) | > loss_duration: 2.3007330894470215 (2.256784021854401) | > loss_1: 32.58642578125 (33.446447944641115)  --> STEP: 21 | > loss_disc: 2.1920394897460938 (2.31628425916036) | > loss_disc_real_0: 0.03075336292386055 (0.08648612137351717) | > loss_disc_real_1: 0.19732771813869476 (0.24462394983995528) | > loss_disc_real_2: 0.14506837725639343 (0.214790607492129) | > loss_disc_real_3: 0.24162141978740692 (0.2883624207405817) | > loss_disc_real_4: 0.22913722693920135 (0.27018242577711743) | > loss_disc_real_5: 0.2267879694700241 (0.23639818245456332) | > loss_0: 2.1920394897460938 (2.31628425916036) | > loss_gen: 2.4091715812683105 (2.642435982113793) | > loss_kl: 1.9758089780807495 (2.077137061527797) | > loss_feat: 6.375637054443359 (6.92473334357852) | > loss_mel: 18.275026321411133 (19.44278576260521) | > loss_duration: 2.140256881713867 (2.2512351104191373) | > loss_1: 31.175901412963867 (33.33832668122791)  --> STEP: 22 | > loss_disc: 1.8663280010223389 (2.295831701972268) | > loss_disc_real_0: 0.06223263218998909 (0.08538369004699317) | > loss_disc_real_1: 0.1518191248178482 (0.2404055487025868) | > loss_disc_real_2: 0.12553955614566803 (0.21073374152183533) | > loss_disc_real_3: 0.18320433795452118 (0.28358250788666983) | > loss_disc_real_4: 0.22445663809776306 (0.2681039808826013) | > loss_disc_real_5: 0.2004358470439911 (0.23476353084499185) | > loss_0: 1.8663280010223389 (2.295831701972268) | > loss_gen: 2.993175506591797 (2.658378687771884) | > loss_kl: 1.5321894884109497 (2.052366717295213) | > loss_feat: 9.315080642700195 (7.033385493538597) | > loss_mel: 21.4434814453125 (19.533726475455545) | > loss_duration: 2.1265759468078613 (2.245568784800443) | > loss_1: 37.41050338745117 (33.52342562241988)  --> STEP: 23 | > loss_disc: 1.9657244682312012 (2.2814792135487436) | > loss_disc_real_0: 0.04611557722091675 (0.0836763807936855) | > loss_disc_real_1: 0.22194111347198486 (0.23960274717082147) | > loss_disc_real_2: 0.200853630900383 (0.21030417149481567) | > loss_disc_real_3: 0.29067346453666687 (0.2838908103497132) | > loss_disc_real_4: 0.25286826491355896 (0.2674415584491647) | > loss_disc_real_5: 0.2546393573284149 (0.23562769721383633) | > loss_0: 1.9657244682312012 (2.2814792135487436) | > loss_gen: 3.1832046508789062 (2.6811972079069717) | > loss_kl: 2.221129894256592 (2.0597042467283164) | > loss_feat: 8.300932884216309 (7.088496249655019) | > loss_mel: 20.699615478515625 (19.584417301675547) | > loss_duration: 2.252107620239258 (2.2458530819934346) | > loss_1: 36.65699005126953 (33.65966755410899)  --> STEP: 24 | > loss_disc: 2.460620880126953 (2.288943449656169) | > loss_disc_real_0: 0.1162697896361351 (0.08503443949545424) | > loss_disc_real_1: 0.17614009976387024 (0.23695847019553185) | > loss_disc_real_2: 0.25631892681121826 (0.21222145296633244) | > loss_disc_real_3: 0.2916549742221832 (0.28421431717773277) | > loss_disc_real_4: 0.3123800456523895 (0.26931399541596573) | > loss_disc_real_5: 0.3057587146759033 (0.23854982294142246) | > loss_0: 2.460620880126953 (2.288943449656169) | > loss_gen: 2.514047861099243 (2.6742326517899833) | > loss_kl: 1.906441569328308 (2.0533183018366494) | > loss_feat: 7.346889972686768 (7.0992626547813416) | > loss_mel: 21.14118003845215 (19.649282415707905) | > loss_duration: 2.4080562591552734 (2.2526115477085114) | > loss_1: 35.316619873046875 (33.728707234064736)  --> STEP: 25 | > loss_disc: 2.6214914321899414 (2.3022453689575197) | > loss_disc_real_0: 0.13593018054962158 (0.08707026913762092) | > loss_disc_real_1: 0.30683594942092896 (0.23975356936454773) | > loss_disc_real_2: 0.23053410649299622 (0.21295395910739898) | > loss_disc_real_3: 0.2961951494216919 (0.2846935504674912) | > loss_disc_real_4: 0.2787017524242401 (0.2696895056962967) | > loss_disc_real_5: 0.33971601724624634 (0.24259647071361543) | > loss_0: 2.6214914321899414 (2.3022453689575197) | > loss_gen: 2.387338638305664 (2.6627568912506105) | > loss_kl: 1.6338109970092773 (2.0365380096435546) | > loss_feat: 8.039994239807129 (7.136891918182373) | > loss_mel: 19.055883407592773 (19.6255464553833) | > loss_duration: 2.3591268062591553 (2.256872158050537) | > loss_1: 33.47615432739258 (33.71860511779785)  --> STEP: 26 | > loss_disc: 2.447929859161377 (2.307848618580745) | > loss_disc_real_0: 0.040271103382110596 (0.08527030122394745) | > loss_disc_real_1: 0.07730347663164139 (0.23350548887482056) | > loss_disc_real_2: 0.19605453312397003 (0.2123039811849594) | > loss_disc_real_3: 0.15262627601623535 (0.27961403991167366) | > loss_disc_real_4: 0.10487053543329239 (0.263350314532335) | > loss_disc_real_5: 0.1544962376356125 (0.2392080002106153) | > loss_0: 2.447929859161377 (2.307848618580745) | > loss_gen: 1.7585991621017456 (2.627981593975654) | > loss_kl: 2.349203586578369 (2.048563608756432) | > loss_feat: 14.083733558654785 (7.40407813512362) | > loss_mel: 22.0711612701416 (19.719608563643234) | > loss_duration: 2.3332700729370117 (2.2598105393923245) | > loss_1: 42.59596633911133 (34.06004208784837) --> EVAL PERFORMANCE | > avg_loader_time: 0.002341398826012245 (-4.4428385221041266e-05) | > avg_loss_disc: 2.307848618580745 (+0.021545735689310508) | > avg_loss_disc_real_0: 0.08527030122394745 (-0.010359155443998486) | > avg_loss_disc_real_1: 0.23350548887482056 (+0.050260869642862915) | > avg_loss_disc_real_2: 0.2123039811849594 (+0.0025170370936393738) | > avg_loss_disc_real_3: 0.27961403991167366 (+0.03686458961321762) | > avg_loss_disc_real_4: 0.263350314532335 (+0.040777089790656) | > avg_loss_disc_real_5: 0.2392080002106153 (+0.03225527531825578) | > avg_loss_0: 2.307848618580745 (+0.021545735689310508) | > avg_loss_gen: 2.627981593975654 (+0.2327005404692435) | > avg_loss_kl: 2.048563608756432 (-0.04973430358446551) | > avg_loss_feat: 7.40407813512362 (-0.28173886812650206) | > avg_loss_mel: 19.719608563643234 (-0.6791723324702339) | > avg_loss_duration: 2.2598105393923245 (-0.009428235200735546) | > avg_loss_1: 34.06004208784837 (-0.787374203021713)  > EPOCH: 107/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:38:05)   --> TIME: 2024-06-10 19:38:10 -- STEP: 14/330 -- GLOBAL_STEP: 123325 | > loss_disc: 2.2332699298858643 (2.3317072221211026) | > loss_disc_real_0: 0.09532251954078674 (0.10338704341224261) | > loss_disc_real_1: 0.19093143939971924 (0.20088821117367064) | > loss_disc_real_2: 0.2193896472454071 (0.21519645942108973) | > loss_disc_real_3: 0.2164725661277771 (0.23003241951976502) | > loss_disc_real_4: 0.21916675567626953 (0.2162493286388261) | > loss_disc_real_5: 0.19771534204483032 (0.21838774106332234) | > loss_0: 2.2332699298858643 (2.3317072221211026) | > grad_norm_0: tensor(12.7264, device='cuda:0') (tensor(16.9837, device='cuda:0')) | > loss_gen: 2.71315598487854 (2.516603469848633) | > loss_kl: 1.7730768918991089 (1.606436482497624) | > loss_feat: 7.238785266876221 (6.7017167295728415) | > loss_mel: 19.348129272460938 (20.04626410348075) | > loss_duration: 2.161306858062744 (2.2258382184164867) | > loss_1: 33.23445510864258 (33.0968588420323) | > grad_norm_1: tensor(82.6889, device='cuda:0') (tensor(141.8785, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3343 (0.3371809720993042) | > loader_time: 0.0028 (0.0030145985739571707)  --> TIME: 2024-06-10 19:38:19 -- STEP: 39/330 -- GLOBAL_STEP: 123350 | > loss_disc: 2.213258981704712 (2.275708864896725) | > loss_disc_real_0: 0.08514092862606049 (0.10231265502098279) | > loss_disc_real_1: 0.1872023642063141 (0.1966056498961571) | > loss_disc_real_2: 0.2105102837085724 (0.21352739250048614) | > loss_disc_real_3: 0.22796420753002167 (0.22577624519666037) | > loss_disc_real_4: 0.20599253475666046 (0.21815399863781074) | > loss_disc_real_5: 0.19293569028377533 (0.21570566296577454) | > loss_0: 2.213258981704712 (2.275708864896725) | > grad_norm_0: tensor(24.2369, device='cuda:0') (tensor(17.9380, device='cuda:0')) | > loss_gen: 2.683466672897339 (2.593943277994792) | > loss_kl: 1.7746168375015259 (1.622311118321541) | > loss_feat: 7.770826816558838 (7.124832569024502) | > loss_mel: 20.36064910888672 (20.0259463481414) | > loss_duration: 2.085294723510742 (2.1413423220316568) | > loss_1: 34.67485809326172 (33.508375852535934) | > grad_norm_1: tensor(142.1713, device='cuda:0') (tensor(214.6974, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3514 (0.338112751642863) | > loader_time: 0.0035 (0.0031647559924003407)  --> TIME: 2024-06-10 19:38:28 -- STEP: 64/330 -- GLOBAL_STEP: 123375 | > loss_disc: 2.29716157913208 (2.272998843342065) | > loss_disc_real_0: 0.09722345322370529 (0.10530106793157756) | > loss_disc_real_1: 0.2056276500225067 (0.200068045174703) | > loss_disc_real_2: 0.21114853024482727 (0.21405209274962544) | > loss_disc_real_3: 0.26058340072631836 (0.2253257418051362) | > loss_disc_real_4: 0.24380798637866974 (0.2171573624946177) | > loss_disc_real_5: 0.24383974075317383 (0.2156816995702684) | > loss_0: 2.29716157913208 (2.272998843342065) | > grad_norm_0: tensor(16.1372, device='cuda:0') (tensor(17.7777, device='cuda:0')) | > loss_gen: 2.623427629470825 (2.5948920287191872) | > loss_kl: 1.8173538446426392 (1.642816223204136) | > loss_feat: 7.561496257781982 (7.176367774605751) | > loss_mel: 20.82522201538086 (20.037409573793408) | > loss_duration: 2.087458610534668 (2.1107989884912954) | > loss_1: 34.91495895385742 (33.562284737825394) | > grad_norm_1: tensor(270.5947, device='cuda:0') (tensor(227.1241, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3396 (0.3404782377183436) | > loader_time: 0.0036 (0.003289703279733658)  --> TIME: 2024-06-10 19:38:37 -- STEP: 89/330 -- GLOBAL_STEP: 123400 | > loss_disc: 2.1892333030700684 (2.2773509427402794) | > loss_disc_real_0: 0.07990118116140366 (0.10849838084384297) | > loss_disc_real_1: 0.1752578169107437 (0.20188821818721428) | > loss_disc_real_2: 0.18384720385074615 (0.21478528320119622) | > loss_disc_real_3: 0.19079434871673584 (0.2237547498740507) | > loss_disc_real_4: 0.19213955104351044 (0.21698872075321968) | > loss_disc_real_5: 0.17321889102458954 (0.21382545671436223) | > loss_0: 2.1892333030700684 (2.2773509427402794) | > grad_norm_0: tensor(15.0190, device='cuda:0') (tensor(16.9253, device='cuda:0')) | > loss_gen: 2.496091604232788 (2.5862084399448357) | > loss_kl: 1.5820729732513428 (1.637315730030617) | > loss_feat: 7.533865451812744 (7.210300065158458) | > loss_mel: 20.247329711914062 (20.03537923834297) | > loss_duration: 2.083926200866699 (2.0978680206148805) | > loss_1: 33.94328689575195 (33.567071571778726) | > grad_norm_1: tensor(138.6938, device='cuda:0') (tensor(217.0400, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3438 (0.34318429164672154) | > loader_time: 0.0036 (0.0033855652541257024)  --> TIME: 2024-06-10 19:38:46 -- STEP: 114/330 -- GLOBAL_STEP: 123425 | > loss_disc: 2.3311350345611572 (2.281545197754575) | > loss_disc_real_0: 0.164274662733078 (0.11168439045809862) | > loss_disc_real_1: 0.2476547211408615 (0.20153457789044632) | > loss_disc_real_2: 0.1988908052444458 (0.21507364733700166) | > loss_disc_real_3: 0.23905020952224731 (0.22406395864591264) | > loss_disc_real_4: 0.2208988070487976 (0.21682297176959223) | > loss_disc_real_5: 0.22778458893299103 (0.21301277570034327) | > loss_0: 2.3311350345611572 (2.281545197754575) | > grad_norm_0: tensor(18.2945, device='cuda:0') (tensor(15.2893, device='cuda:0')) | > loss_gen: 2.489396810531616 (2.5803865675340623) | > loss_kl: 1.474757194519043 (1.6306536678682293) | > loss_feat: 6.61287784576416 (7.206163460748238) | > loss_mel: 19.823631286621094 (19.983758959853855) | > loss_duration: 2.088590621948242 (2.093418839730714) | > loss_1: 32.489253997802734 (33.49438155324835) | > grad_norm_1: tensor(222.8822, device='cuda:0') (tensor(193.3884, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3597 (0.34529166472585565) | > loader_time: 0.0038 (0.0035033414238377623)  --> TIME: 2024-06-10 19:38:55 -- STEP: 139/330 -- GLOBAL_STEP: 123450 | > loss_disc: 2.2416396141052246 (2.276212201701651) | > loss_disc_real_0: 0.13935399055480957 (0.11205734543019918) | > loss_disc_real_1: 0.1761925369501114 (0.20096080015889176) | > loss_disc_real_2: 0.20057643949985504 (0.21465303175312153) | > loss_disc_real_3: 0.21148286759853363 (0.22284970480761082) | > loss_disc_real_4: 0.19288456439971924 (0.2163760252564931) | > loss_disc_real_5: 0.17400631308555603 (0.21219025423629678) | > loss_0: 2.2416396141052246 (2.276212201701651) | > grad_norm_0: tensor(27.2662, device='cuda:0') (tensor(16.1843, device='cuda:0')) | > loss_gen: 2.744661331176758 (2.5860585943400434) | > loss_kl: 1.5047541856765747 (1.6240258062486168) | > loss_feat: 7.681525707244873 (7.229453937612849) | > loss_mel: 20.0087947845459 (19.9792289459448) | > loss_duration: 2.1353259086608887 (2.0945856168115733) | > loss_1: 34.0750617980957 (33.51335297728613) | > grad_norm_1: tensor(324.8548, device='cuda:0') (tensor(204.6643, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3673 (0.3475964446719601) | > loader_time: 0.004 (0.0036058803256467094)  --> TIME: 2024-06-10 19:39:04 -- STEP: 164/330 -- GLOBAL_STEP: 123475 | > loss_disc: 2.424750328063965 (2.2714719539735366) | > loss_disc_real_0: 0.12041103839874268 (0.11013981963439685) | > loss_disc_real_1: 0.21151641011238098 (0.2012013516774991) | > loss_disc_real_2: 0.16619627177715302 (0.2146602732742705) | > loss_disc_real_3: 0.2003432810306549 (0.22258574461064687) | > loss_disc_real_4: 0.19709287583827972 (0.2149759553736303) | > loss_disc_real_5: 0.20799246430397034 (0.21143807361765607) | > loss_0: 2.424750328063965 (2.2714719539735366) | > grad_norm_0: tensor(49.9333, device='cuda:0') (tensor(17.6109, device='cuda:0')) | > loss_gen: 2.4939639568328857 (2.602497775380204) | > loss_kl: 1.5818805694580078 (1.6172533776701947) | > loss_feat: 7.119717597961426 (7.286684414235557) | > loss_mel: 20.26995086669922 (19.976762690195212) | > loss_duration: 2.162963628768921 (2.095235386272755) | > loss_1: 33.628475189208984 (33.57843374624484) | > grad_norm_1: tensor(270.5417, device='cuda:0') (tensor(214.7847, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3775 (0.3506857927252605) | > loader_time: 0.0044 (0.003719149566278225)  --> TIME: 2024-06-10 19:39:14 -- STEP: 189/330 -- GLOBAL_STEP: 123500 | > loss_disc: 2.230398178100586 (2.2654223902515627) | > loss_disc_real_0: 0.10561531037092209 (0.10970137382625902) | > loss_disc_real_1: 0.17049561440944672 (0.20066434681100184) | > loss_disc_real_2: 0.20160219073295593 (0.21441714883481383) | > loss_disc_real_3: 0.22367601096630096 (0.2221551493362144) | > loss_disc_real_4: 0.18022063374519348 (0.21385034019984897) | > loss_disc_real_5: 0.20547516644001007 (0.21097231636602412) | > loss_0: 2.230398178100586 (2.2654223902515627) | > grad_norm_0: tensor(35.0460, device='cuda:0') (tensor(18.4081, device='cuda:0')) | > loss_gen: 2.6932120323181152 (2.61940979452991) | > loss_kl: 1.6223849058151245 (1.6181359177544001) | > loss_feat: 7.851512432098389 (7.328284806044644) | > loss_mel: 20.21353530883789 (19.976394693687467) | > loss_duration: 2.1622095108032227 (2.1001784681643114) | > loss_1: 34.542850494384766 (33.64240383975718) | > grad_norm_1: tensor(488.6299, device='cuda:0') (tensor(224.9657, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.38 (0.35435237329472924) | > loader_time: 0.0046 (0.0038496211723045067) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_123500.pth  --> TIME: 2024-06-10 19:39:28 -- STEP: 214/330 -- GLOBAL_STEP: 123525 | > loss_disc: 2.4343748092651367 (2.2685184796279825) | > loss_disc_real_0: 0.18546932935714722 (0.11049256895050824) | > loss_disc_real_1: 0.22252240777015686 (0.2014651680104086) | > loss_disc_real_2: 0.28009626269340515 (0.21464965227886895) | > loss_disc_real_3: 0.23742422461509705 (0.2227204367518425) | > loss_disc_real_4: 0.254049152135849 (0.2149166450879284) | > loss_disc_real_5: 0.24959878623485565 (0.2114348196398432) | > loss_0: 2.4343748092651367 (2.2685184796279825) | > grad_norm_0: tensor(50.3748, device='cuda:0') (tensor(18.7593, device='cuda:0')) | > loss_gen: 2.4958183765411377 (2.616113121264448) | > loss_kl: 1.4400030374526978 (1.6193579307226373) | > loss_feat: 6.193257808685303 (7.336280337003904) | > loss_mel: 19.191665649414062 (19.967366441387988) | > loss_duration: 2.1879401206970215 (2.1057067179234212) | > loss_1: 31.508686065673828 (33.644824758868346) | > grad_norm_1: tensor(370.8235, device='cuda:0') (tensor(231.5416, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3933 (0.36029680087187566) | > loader_time: 0.0063 (0.0040396630206954815)  --> TIME: 2024-06-10 19:39:39 -- STEP: 239/330 -- GLOBAL_STEP: 123550 | > loss_disc: 2.4053070545196533 (2.268223318095985) | > loss_disc_real_0: 0.1083911806344986 (0.11145993867678622) | > loss_disc_real_1: 0.24870507419109344 (0.20149829690675852) | > loss_disc_real_2: 0.214094877243042 (0.21406777259196197) | > loss_disc_real_3: 0.2316862791776657 (0.2223050477115679) | > loss_disc_real_4: 0.21526621282100677 (0.2151020051420483) | > loss_disc_real_5: 0.21968768537044525 (0.2108428904077498) | > loss_0: 2.4053070545196533 (2.268223318095985) | > grad_norm_0: tensor(43.5598, device='cuda:0') (tensor(19.7159, device='cuda:0')) | > loss_gen: 2.590845823287964 (2.6179893834820347) | > loss_kl: 1.5756913423538208 (1.6177789122489703) | > loss_feat: 6.77486515045166 (7.362307071685791) | > loss_mel: 20.277027130126953 (19.968435670541414) | > loss_duration: 2.143165111541748 (2.1123030120857584) | > loss_1: 33.36159133911133 (33.678814261528245) | > grad_norm_1: tensor(541.4897, device='cuda:0') (tensor(246.2050, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.3967 (0.3650670939409582) | > loader_time: 0.0064 (0.004221329629171841)  --> TIME: 2024-06-10 19:39:50 -- STEP: 264/330 -- GLOBAL_STEP: 123575 | > loss_disc: 2.392120838165283 (2.2617606398734176) | > loss_disc_real_0: 0.08392413705587387 (0.11149818688687502) | > loss_disc_real_1: 0.2372886836528778 (0.2015564262754086) | > loss_disc_real_2: 0.261298269033432 (0.21378303703033563) | > loss_disc_real_3: 0.24230735003948212 (0.22167449777550768) | > loss_disc_real_4: 0.1988784819841385 (0.21405437176652026) | > loss_disc_real_5: 0.23107875883579254 (0.210109044938828) | > loss_0: 2.392120838165283 (2.2617606398734176) | > grad_norm_0: tensor(36.6795, device='cuda:0') (tensor(20.8425, device='cuda:0')) | > loss_gen: 2.77862811088562 (2.62558805490985) | > loss_kl: 1.608485221862793 (1.6174441305073823) | > loss_feat: 7.423343181610107 (7.40902150219137) | > loss_mel: 19.392602920532227 (19.941687121535786) | > loss_duration: 2.205595016479492 (2.1182422362493747) | > loss_1: 33.408653259277344 (33.711983225562356) | > grad_norm_1: tensor(364.8168, device='cuda:0') (tensor(256.3539, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.4244 (0.37004764784466126) | > loader_time: 0.0061 (0.0043868657314416115)  --> TIME: 2024-06-10 19:40:01 -- STEP: 289/330 -- GLOBAL_STEP: 123600 | > loss_disc: 2.0960533618927 (2.264336732432091) | > loss_disc_real_0: 0.09891152381896973 (0.11201081684046135) | > loss_disc_real_1: 0.22547262907028198 (0.2017266433234858) | > loss_disc_real_2: 0.2386595904827118 (0.2144707707385291) | > loss_disc_real_3: 0.22212928533554077 (0.22177729820091419) | > loss_disc_real_4: 0.19525954127311707 (0.21422971310706287) | > loss_disc_real_5: 0.20737510919570923 (0.2103142861573341) | > loss_0: 2.0960533618927 (2.264336732432091) | > grad_norm_0: tensor(16.8312, device='cuda:0') (tensor(22.2715, device='cuda:0')) | > loss_gen: 3.0076515674591064 (2.6287106906666473) | > loss_kl: 1.6060818433761597 (1.6157149092961343) | > loss_feat: 8.06064510345459 (7.432573092437533) | > loss_mel: 19.93639373779297 (19.90870833479409) | > loss_duration: 2.2629828453063965 (2.1260845054804665) | > loss_1: 34.87375259399414 (33.71179168199586) | > grad_norm_1: tensor(487.6333, device='cuda:0') (tensor(268.5652, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.4424 (0.375323798004731) | > loader_time: 0.0071 (0.004555411817293264)  --> TIME: 2024-06-10 19:40:13 -- STEP: 314/330 -- GLOBAL_STEP: 123625 | > loss_disc: 2.2790746688842773 (2.264746606349945) | > loss_disc_real_0: 0.1412399709224701 (0.1131765878385609) | > loss_disc_real_1: 0.2114790380001068 (0.20208935980584206) | > loss_disc_real_2: 0.19138526916503906 (0.21448273762206368) | > loss_disc_real_3: 0.23160997033119202 (0.22149470837632562) | > loss_disc_real_4: 0.25173911452293396 (0.21411945049170475) | > loss_disc_real_5: 0.23384734988212585 (0.2097384922064034) | > loss_0: 2.2790746688842773 (2.264746606349945) | > grad_norm_0: tensor(43.0497, device='cuda:0') (tensor(24.1746, device='cuda:0')) | > loss_gen: 2.7661142349243164 (2.632437093242717) | > loss_kl: 1.5450812578201294 (1.6151220695987627) | > loss_feat: 7.865123271942139 (7.475092810430344) | > loss_mel: 20.28601837158203 (19.881668485653627) | > loss_duration: 2.3152530193328857 (2.1375736639757825) | > loss_1: 34.777591705322266 (33.741894272482334) | > grad_norm_1: tensor(385.7650, device='cuda:0') (tensor(281.1073, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.5304 (0.3838425578585095) | > loader_time: 0.008 (0.0047642531668304604)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1696653366088867 (2.1696653366088867) | > loss_disc_real_0: 0.0940251350402832 (0.0940251350402832) | > loss_disc_real_1: 0.19986169040203094 (0.19986169040203094) | > loss_disc_real_2: 0.21461057662963867 (0.21461057662963867) | > loss_disc_real_3: 0.23676997423171997 (0.23676997423171997) | > loss_disc_real_4: 0.22063420712947845 (0.22063420712947845) | > loss_disc_real_5: 0.2614639103412628 (0.2614639103412628) | > loss_0: 2.1696653366088867 (2.1696653366088867) | > loss_gen: 2.612417697906494 (2.612417697906494) | > loss_kl: 1.573565125465393 (1.573565125465393) | > loss_feat: 6.696981906890869 (6.696981906890869) | > loss_mel: 17.708364486694336 (17.708364486694336) | > loss_duration: 2.7995433807373047 (2.7995433807373047) | > loss_1: 31.390872955322266 (31.390872955322266)  --> STEP: 1 | > loss_disc: 2.3686013221740723 (2.3686013221740723) | > loss_disc_real_0: 0.10545572638511658 (0.10545572638511658) | > loss_disc_real_1: 0.1898556798696518 (0.1898556798696518) | > loss_disc_real_2: 0.23409226536750793 (0.23409226536750793) | > loss_disc_real_3: 0.2866215705871582 (0.2866215705871582) | > loss_disc_real_4: 0.26247212290763855 (0.26247212290763855) | > loss_disc_real_5: 0.363250195980072 (0.363250195980072) | > loss_0: 2.3686013221740723 (2.3686013221740723) | > loss_gen: 2.569136619567871 (2.569136619567871) | > loss_kl: 2.0244569778442383 (2.0244569778442383) | > loss_feat: 5.384035110473633 (5.384035110473633) | > loss_mel: 19.431880950927734 (19.431880950927734) | > loss_duration: 2.375366449356079 (2.375366449356079) | > loss_1: 31.78487777709961 (31.78487777709961)  --> STEP: 2 | > loss_disc: 2.6437299251556396 (2.506165623664856) | > loss_disc_real_0: 0.07616496086120605 (0.09081034362316132) | > loss_disc_real_1: 0.22098907828330994 (0.20542237907648087) | > loss_disc_real_2: 0.30826619267463684 (0.2711792290210724) | > loss_disc_real_3: 0.3710272014141083 (0.32882438600063324) | > loss_disc_real_4: 0.355247437953949 (0.30885978043079376) | > loss_disc_real_5: 0.40134572982788086 (0.38229796290397644) | > loss_0: 2.6437299251556396 (2.506165623664856) | > loss_gen: 2.5577378273010254 (2.5634372234344482) | > loss_kl: 1.8897814750671387 (1.9571192264556885) | > loss_feat: 6.065926551818848 (5.72498083114624) | > loss_mel: 22.008729934692383 (20.72030544281006) | > loss_duration: 2.399470567703247 (2.387418508529663) | > loss_1: 34.92164611816406 (33.353261947631836)  --> STEP: 3 | > loss_disc: 2.1039838790893555 (2.372105042139689) | > loss_disc_real_0: 0.0903303250670433 (0.09065033743778865) | > loss_disc_real_1: 0.19647052884101868 (0.20243842899799347) | > loss_disc_real_2: 0.24089451134204865 (0.26108432312806445) | > loss_disc_real_3: 0.25043535232543945 (0.302694708108902) | > loss_disc_real_4: 0.24031540751457214 (0.28601165612538654) | > loss_disc_real_5: 0.24673935770988464 (0.3371117611726125) | > loss_0: 2.1039838790893555 (2.372105042139689) | > loss_gen: 2.751394510269165 (2.626089652379354) | > loss_kl: 1.8817358016967773 (1.931991418202718) | > loss_feat: 6.127126693725586 (5.859029452006022) | > loss_mel: 18.08962631225586 (19.843412399291992) | > loss_duration: 2.17555570602417 (2.3167975743611655) | > loss_1: 31.02543830871582 (32.57732073465983)  --> STEP: 4 | > loss_disc: 2.2625725269317627 (2.3447219133377075) | > loss_disc_real_0: 0.06126851588487625 (0.08330488204956055) | > loss_disc_real_1: 0.26162758469581604 (0.2172357179224491) | > loss_disc_real_2: 0.22588934004306793 (0.25228557735681534) | > loss_disc_real_3: 0.3255433440208435 (0.30840686708688736) | > loss_disc_real_4: 0.22294466197490692 (0.27024490758776665) | > loss_disc_real_5: 0.19553333520889282 (0.3017171546816826) | > loss_0: 2.2625725269317627 (2.3447219133377075) | > loss_gen: 2.6725382804870605 (2.6377018094062805) | > loss_kl: 2.0230774879455566 (1.9547629356384277) | > loss_feat: 8.216351509094238 (6.448359966278076) | > loss_mel: 19.291439056396484 (19.705419063568115) | > loss_duration: 2.2602672576904297 (2.3026649951934814) | > loss_1: 34.46367645263672 (33.04890966415405)  --> STEP: 5 | > loss_disc: 2.108424663543701 (2.2974624633789062) | > loss_disc_real_0: 0.05443165451288223 (0.07753023654222488) | > loss_disc_real_1: 0.245193749666214 (0.22282732427120208) | > loss_disc_real_2: 0.21643348038196564 (0.2451151579618454) | > loss_disc_real_3: 0.243305504322052 (0.2953865945339203) | > loss_disc_real_4: 0.16517981886863708 (0.24923188984394073) | > loss_disc_real_5: 0.1351548433303833 (0.26840469241142273) | > loss_0: 2.108424663543701 (2.2974624633789062) | > loss_gen: 2.348836898803711 (2.579928827285767) | > loss_kl: 1.8214439153671265 (1.9280991315841676) | > loss_feat: 5.8625807762146 (6.331204128265381) | > loss_mel: 20.78227996826172 (19.920791244506837) | > loss_duration: 2.383765697479248 (2.3188851356506346) | > loss_1: 33.19890594482422 (33.078908920288086)  --> STEP: 6 | > loss_disc: 2.1357643604278564 (2.2705127795537314) | > loss_disc_real_0: 0.05752646178007126 (0.07419627408186595) | > loss_disc_real_1: 0.2272801250219345 (0.2235694577296575) | > loss_disc_real_2: 0.24358753859996796 (0.24486055473486582) | > loss_disc_real_3: 0.21536408364772797 (0.2820495093862216) | > loss_disc_real_4: 0.20686444640159607 (0.24217064927021661) | > loss_disc_real_5: 0.2300051897764206 (0.262004775305589) | > loss_0: 2.1357643604278564 (2.2705127795537314) | > loss_gen: 2.62492299079895 (2.587427854537964) | > loss_kl: 1.942215085029602 (1.93045179049174) | > loss_feat: 7.76886510848999 (6.570814291636149) | > loss_mel: 21.68016242980957 (20.214019775390625) | > loss_duration: 2.1543989181518555 (2.291470766067505) | > loss_1: 36.17056655883789 (33.59418519337972)  --> STEP: 7 | > loss_disc: 2.303358554840088 (2.275205033166068) | > loss_disc_real_0: 0.06040511280298233 (0.07222610818488258) | > loss_disc_real_1: 0.33695775270462036 (0.23976778558322362) | > loss_disc_real_2: 0.3309374153614044 (0.25715724911008564) | > loss_disc_real_3: 0.31024324893951416 (0.28607718646526337) | > loss_disc_real_4: 0.23451334238052368 (0.24107674828597478) | > loss_disc_real_5: 0.2616949677467346 (0.2619605170828955) | > loss_0: 2.303358554840088 (2.275205033166068) | > loss_gen: 2.904979705810547 (2.6327924047197615) | > loss_kl: 2.300720453262329 (1.9833473137446813) | > loss_feat: 7.7524800300598145 (6.73962368283953) | > loss_mel: 22.562116622924805 (20.549462182181223) | > loss_duration: 2.4065070152282715 (2.3079045159476146) | > loss_1: 37.92680358886719 (34.21313067844936)  --> STEP: 8 | > loss_disc: 2.241457939147949 (2.270986646413803) | > loss_disc_real_0: 0.11373890191316605 (0.077415207400918) | > loss_disc_real_1: 0.19942119717597961 (0.23472446203231812) | > loss_disc_real_2: 0.19388894736766815 (0.24924871139228344) | > loss_disc_real_3: 0.19395916163921356 (0.27456243336200714) | > loss_disc_real_4: 0.12853315472602844 (0.22700879909098148) | > loss_disc_real_5: 0.1835787296295166 (0.2521627936512232) | > loss_0: 2.241457939147949 (2.270986646413803) | > loss_gen: 2.413013219833374 (2.605320006608963) | > loss_kl: 2.3150694370269775 (2.0248125791549683) | > loss_feat: 11.641777992248535 (7.3523929715156555) | > loss_mel: 24.18904685974121 (21.00441026687622) | > loss_duration: 2.1854662895202637 (2.2925997376441956) | > loss_1: 42.7443733215332 (35.27953600883484)  --> STEP: 9 | > loss_disc: 1.9534778594970703 (2.235707892311944) | > loss_disc_real_0: 0.08237698674201965 (0.07796651621659596) | > loss_disc_real_1: 0.18812456727027893 (0.2295466959476471) | > loss_disc_real_2: 0.22821876406669617 (0.2469120505783293) | > loss_disc_real_3: 0.24490247666835785 (0.2712668826182683) | > loss_disc_real_4: 0.18129277229309082 (0.22192924055788252) | > loss_disc_real_5: 0.1723557859659195 (0.2432953483528561) | > loss_0: 1.9534778594970703 (2.235707892311944) | > loss_gen: 2.948040246963501 (2.643400033315023) | > loss_kl: 1.7599308490753174 (1.995381275812785) | > loss_feat: 11.89111042022705 (7.856694910261366) | > loss_mel: 22.541166305541992 (21.175160937839085) | > loss_duration: 2.130155086517334 (2.2745503319634333) | > loss_1: 41.27040100097656 (35.945187674628365)  --> STEP: 10 | > loss_disc: 2.3387370109558105 (2.2460108041763305) | > loss_disc_real_0: 0.11971143633127213 (0.08214100822806358) | > loss_disc_real_1: 0.2527740001678467 (0.23186942636966706) | > loss_disc_real_2: 0.2564317286014557 (0.24786401838064193) | > loss_disc_real_3: 0.2576761543750763 (0.2699078097939491) | > loss_disc_real_4: 0.23544391989707947 (0.2232807084918022) | > loss_disc_real_5: 0.23879733681678772 (0.24284554719924928) | > loss_0: 2.3387370109558105 (2.2460108041763305) | > loss_gen: 2.504598617553711 (2.629519891738892) | > loss_kl: 1.8867566585540771 (1.984518814086914) | > loss_feat: 5.8185343742370605 (7.652878856658935) | > loss_mel: 16.78345489501953 (20.73599033355713) | > loss_duration: 2.2125983238220215 (2.268355131149292) | > loss_1: 29.205944061279297 (35.27126331329346)  --> STEP: 11 | > loss_disc: 2.316542625427246 (2.2524227879264136) | > loss_disc_real_0: 0.13180050253868103 (0.08665550771084699) | > loss_disc_real_1: 0.24798446893692017 (0.23333443023941733) | > loss_disc_real_2: 0.242263525724411 (0.24735488268462094) | > loss_disc_real_3: 0.2583934962749481 (0.2688610540194945) | > loss_disc_real_4: 0.27335694432258606 (0.22783309356732803) | > loss_disc_real_5: 0.2704642713069916 (0.24535634029995312) | > loss_0: 2.316542625427246 (2.2524227879264136) | > loss_gen: 2.626251459121704 (2.6292227615009653) | > loss_kl: 2.430490016937256 (2.0250616507096724) | > loss_feat: 6.6536030769348145 (7.562035603956743) | > loss_mel: 18.8287410736084 (20.562604037198152) | > loss_duration: 2.36338472366333 (2.2769941850142046) | > loss_1: 32.902469635009766 (35.055918433449484)  --> STEP: 12 | > loss_disc: 2.581325054168701 (2.279831310113271) | > loss_disc_real_0: 0.06740771234035492 (0.08505152476330598) | > loss_disc_real_1: 0.28863248229026794 (0.23794260124365488) | > loss_disc_real_2: 0.3565255105495453 (0.25645243500669795) | > loss_disc_real_3: 0.288587361574173 (0.2705049129823844) | > loss_disc_real_4: 0.22113259136676788 (0.227274718383948) | > loss_disc_real_5: 0.1767527461051941 (0.23963937411705652) | > loss_0: 2.581325054168701 (2.279831310113271) | > loss_gen: 2.3657026290893555 (2.607262750466665) | > loss_kl: 2.584777593612671 (2.071704645951589) | > loss_feat: 5.336076259613037 (7.376538991928101) | > loss_mel: 19.63242530822754 (20.485089143117268) | > loss_duration: 2.2173335552215576 (2.272022465864817) | > loss_1: 32.13631820678711 (34.81261841456095)  --> STEP: 13 | > loss_disc: 2.103163003921509 (2.2662414404062123) | > loss_disc_real_0: 0.07476171106100082 (0.08426000063235943) | > loss_disc_real_1: 0.24618542194366455 (0.23857666437442487) | > loss_disc_real_2: 0.2556460201740265 (0.25639040309649247) | > loss_disc_real_3: 0.23458634316921234 (0.26774194607367885) | > loss_disc_real_4: 0.15191003680229187 (0.22147743518535906) | > loss_disc_real_5: 0.19622476398944855 (0.23629978872262514) | > loss_0: 2.103163003921509 (2.2662414404062123) | > loss_gen: 2.7794675827026367 (2.6205092760232778) | > loss_kl: 1.0604764223098755 (1.993917859517611) | > loss_feat: 7.009316444396973 (7.348291103656475) | > loss_mel: 19.511648178100586 (20.410209068885216) | > loss_duration: 2.154109001159668 (2.2629521993490367) | > loss_1: 32.515018463134766 (34.63587995675894)  --> STEP: 14 | > loss_disc: 2.411609649658203 (2.2766248839242116) | > loss_disc_real_0: 0.0722014382481575 (0.08339867474777359) | > loss_disc_real_1: 0.3031834363937378 (0.24319143380437577) | > loss_disc_real_2: 0.2710629999637604 (0.25743844572986874) | > loss_disc_real_3: 0.28224197030067444 (0.26877766208989284) | > loss_disc_real_4: 0.24286487698554993 (0.2230051095996584) | > loss_disc_real_5: 0.2782464325428009 (0.23929597756692342) | > loss_0: 2.411609649658203 (2.2766248839242116) | > loss_gen: 2.6371819972991943 (2.621700184685843) | > loss_kl: 2.3024768829345703 (2.0159577897616794) | > loss_feat: 8.574926376342773 (7.435907908848354) | > loss_mel: 21.868364334106445 (20.514363016401017) | > loss_duration: 2.374260663986206 (2.2709028039659773) | > loss_1: 37.757205963134766 (34.85883181435721)  --> STEP: 15 | > loss_disc: 2.2952985763549805 (2.2778697967529298) | > loss_disc_real_0: 0.06347919255495071 (0.08207070926825205) | > loss_disc_real_1: 0.29940110445022583 (0.24693874518076578) | > loss_disc_real_2: 0.281343013048172 (0.259032083551089) | > loss_disc_real_3: 0.20497873425483704 (0.26452440023422247) | > loss_disc_real_4: 0.22974400222301483 (0.2234543691078822) | > loss_disc_real_5: 0.25755399465560913 (0.24051317870616912) | > loss_0: 2.2952985763549805 (2.2778697967529298) | > loss_gen: 2.706038236618042 (2.627322721481323) | > loss_kl: 2.8056271076202393 (2.0686024109522503) | > loss_feat: 9.387201309204102 (7.565994135538737) | > loss_mel: 20.73651885986328 (20.52917340596517) | > loss_duration: 2.2770233154296875 (2.271310838063558) | > loss_1: 37.912410736083984 (35.062403742472334)  --> STEP: 16 | > loss_disc: 2.191624641418457 (2.272479474544525) | > loss_disc_real_0: 0.038995128124952316 (0.07937848544679582) | > loss_disc_real_1: 0.29499635100364685 (0.24994234554469585) | > loss_disc_real_2: 0.3202112317085266 (0.2628557803109288) | > loss_disc_real_3: 0.3416999876499176 (0.2693478744477034) | > loss_disc_real_4: 0.2015998512506485 (0.22208846174180508) | > loss_disc_real_5: 0.18005520105361938 (0.23673455510288477) | > loss_0: 2.191624641418457 (2.272479474544525) | > loss_gen: 2.9332680702209473 (2.6464443057775497) | > loss_kl: 1.6579711437225342 (2.042937956750393) | > loss_feat: 7.660658359527588 (7.57191064953804) | > loss_mel: 19.866182327270508 (20.487736463546753) | > loss_duration: 2.3605263233184814 (2.2768868058919907) | > loss_1: 34.478607177734375 (35.02591645717621)  --> STEP: 17 | > loss_disc: 2.2929177284240723 (2.2736817247727337) | > loss_disc_real_0: 0.08344375342130661 (0.07961761885706116) | > loss_disc_real_1: 0.3078352212905884 (0.253347808823866) | > loss_disc_real_2: 0.2322484403848648 (0.2610553485505721) | > loss_disc_real_3: 0.2897838354110718 (0.27054998979848977) | > loss_disc_real_4: 0.2077803909778595 (0.22124681052039652) | > loss_disc_real_5: 0.2095014452934265 (0.2351326074670343) | > loss_0: 2.2929177284240723 (2.2736817247727337) | > loss_gen: 2.719237804412842 (2.650726276285508) | > loss_kl: 1.4256024360656738 (2.0066241025924683) | > loss_feat: 6.948810577392578 (7.5352577041177184) | > loss_mel: 18.763139724731445 (20.386289596557617) | > loss_duration: 2.3897666931152344 (2.283526799258064) | > loss_1: 32.246559143066406 (34.86242485046387)  --> STEP: 18 | > loss_disc: 2.304140090942383 (2.275373856226603) | > loss_disc_real_0: 0.032102927565574646 (0.07697791378531191) | > loss_disc_real_1: 0.21974091231822968 (0.2514807590179973) | > loss_disc_real_2: 0.18370434641838074 (0.25675807065433925) | > loss_disc_real_3: 0.21236062049865723 (0.26731724705961013) | > loss_disc_real_4: 0.19434669613838196 (0.2197523597213957) | > loss_disc_real_5: 0.23465512692928314 (0.23510608077049255) | > loss_0: 2.304140090942383 (2.275373856226603) | > loss_gen: 2.3593618869781494 (2.6345393657684326) | > loss_kl: 1.759343147277832 (1.9928862717416551) | > loss_feat: 8.124897003173828 (7.568015442954169) | > loss_mel: 20.88370704650879 (20.413923899332683) | > loss_duration: 2.195077657699585 (2.2786129580603705) | > loss_1: 35.3223876953125 (34.887978341844345)  --> STEP: 19 | > loss_disc: 2.4714975357055664 (2.2856961551465487) | > loss_disc_real_0: 0.09125666320323944 (0.07772942691257126) | > loss_disc_real_1: 0.30246129631996155 (0.2541639451917849) | > loss_disc_real_2: 0.31772321462631226 (0.25996676244233785) | > loss_disc_real_3: 0.31712105870246887 (0.26993850030397115) | > loss_disc_real_4: 0.2307818979024887 (0.22033286173092692) | > loss_disc_real_5: 0.3350878655910492 (0.24036827997157448) | > loss_0: 2.4714975357055664 (2.2856961551465487) | > loss_gen: 2.8712620735168457 (2.646998455649928) | > loss_kl: 1.6770083904266357 (1.9762611200934963) | > loss_feat: 6.7446064949035645 (7.5246781298988745) | > loss_mel: 18.463186264038086 (20.31125349747507) | > loss_duration: 2.316718101501465 (2.2806184919256913) | > loss_1: 32.07278060913086 (34.739810040122585)  --> STEP: 20 | > loss_disc: 2.5244007110595703 (2.2976313829421997) | > loss_disc_real_0: 0.13894538581371307 (0.08079022485762835) | > loss_disc_real_1: 0.270288348197937 (0.2549701653420925) | > loss_disc_real_2: 0.2357676774263382 (0.25875680819153785) | > loss_disc_real_3: 0.377324640750885 (0.2753078073263168) | > loss_disc_real_4: 0.2837391495704651 (0.22350317612290382) | > loss_disc_real_5: 0.28524845838546753 (0.24261228889226913) | > loss_0: 2.5244007110595703 (2.2976313829421997) | > loss_gen: 2.8572325706481934 (2.6575101613998413) | > loss_kl: 1.6951580047607422 (1.9622059643268586) | > loss_feat: 6.98150110244751 (7.4975192785263065) | > loss_mel: 20.661693572998047 (20.328775501251222) | > loss_duration: 2.348062515258789 (2.2839906930923464) | > loss_1: 34.54364776611328 (34.73000192642212)  --> STEP: 21 | > loss_disc: 2.4906933307647705 (2.306824809028989) | > loss_disc_real_0: 0.10595124959945679 (0.08198836889295351) | > loss_disc_real_1: 0.21804997324943542 (0.2532120609567279) | > loss_disc_real_2: 0.14957275986671448 (0.2535575677951177) | > loss_disc_real_3: 0.2713830769062042 (0.2751209154015496) | > loss_disc_real_4: 0.2720802426338196 (0.22581636976628078) | > loss_disc_real_5: 0.32883796095848083 (0.24671827327637447) | > loss_0: 2.4906933307647705 (2.306824809028989) | > loss_gen: 2.4300317764282227 (2.646677857353574) | > loss_kl: 1.5368791818618774 (1.9419523080190022) | > loss_feat: 5.676285743713379 (7.410793872106643) | > loss_mel: 14.686856269836426 (20.060112680707658) | > loss_duration: 2.1331262588500977 (2.276806672414144) | > loss_1: 26.463176727294922 (34.336343583606535)  --> STEP: 22 | > loss_disc: 2.480931282043457 (2.3147387396205557) | > loss_disc_real_0: 0.0702575072646141 (0.08145514790984718) | > loss_disc_real_1: 0.29547813534736633 (0.25513324615630234) | > loss_disc_real_2: 0.22378255426883698 (0.2522041580893777) | > loss_disc_real_3: 0.224790558218956 (0.2728331718932499) | > loss_disc_real_4: 0.20928795635700226 (0.22506507824767719) | > loss_disc_real_5: 0.26881688833236694 (0.24772275577891956) | > loss_0: 2.480931282043457 (2.3147387396205557) | > loss_gen: 2.3044240474700928 (2.631120865995234) | > loss_kl: 1.9231584072113037 (1.9410980398004705) | > loss_feat: 7.717095851898193 (7.4247166893698955) | > loss_mel: 20.9371395111084 (20.099977536634963) | > loss_duration: 2.1402294635772705 (2.270598617467013) | > loss_1: 35.02204513549805 (34.36751183596524)  --> STEP: 23 | > loss_disc: 2.4893810749053955 (2.32233188463294) | > loss_disc_real_0: 0.08702575415372849 (0.08169734818132027) | > loss_disc_real_1: 0.2800193428993225 (0.2562152503625206) | > loss_disc_real_2: 0.30183079838752747 (0.2543618381023407) | > loss_disc_real_3: 0.27917909622192383 (0.2731090816466705) | > loss_disc_real_4: 0.23594586551189423 (0.22553815595481708) | > loss_disc_real_5: 0.23656919598579407 (0.24723781839660977) | > loss_0: 2.4893810749053955 (2.32233188463294) | > loss_gen: 2.42999529838562 (2.6223762760991636) | > loss_kl: 1.6907434463500977 (1.9302130574765413) | > loss_feat: 6.558402061462402 (7.387050835982613) | > loss_mel: 18.643293380737305 (20.03664344290028) | > loss_duration: 2.252054214477539 (2.2697923390761665) | > loss_1: 31.574487686157227 (34.24607600336489)  --> STEP: 24 | > loss_disc: 1.9823817014694214 (2.3081672936677933) | > loss_disc_real_0: 0.09949386119842529 (0.08243886955703297) | > loss_disc_real_1: 0.2420501857995987 (0.2556250393390655) | > loss_disc_real_2: 0.21443212032318115 (0.2526980998615424) | > loss_disc_real_3: 0.2592596709728241 (0.2725320228685936) | > loss_disc_real_4: 0.1796984225511551 (0.22362816706299782) | > loss_disc_real_5: 0.21006521582603455 (0.24568895995616913) | > loss_0: 1.9823817014694214 (2.3081672936677933) | > loss_gen: 3.087369918823242 (2.641751011212667) | > loss_kl: 2.4802050590515137 (1.9531293908754985) | > loss_feat: 7.775012493133545 (7.403215905030568) | > loss_mel: 20.795970916748047 (20.06828208764394) | > loss_duration: 2.4746317863464355 (2.278327316045761) | > loss_1: 36.613189697265625 (34.344705740610756)  --> STEP: 25 | > loss_disc: 2.6143128871917725 (2.3204131174087523) | > loss_disc_real_0: 0.14824789762496948 (0.08507123067975045) | > loss_disc_real_1: 0.22874730825424194 (0.25454993009567256) | > loss_disc_real_2: 0.28665125370025635 (0.2540562260150909) | > loss_disc_real_3: 0.3012133240699768 (0.27367927491664895) | > loss_disc_real_4: 0.2478097379207611 (0.22459542989730835) | > loss_disc_real_5: 0.2995012104511261 (0.2478414499759674) | > loss_0: 2.6143128871917725 (2.3204131174087523) | > loss_gen: 2.4413936138153076 (2.6337367153167723) | > loss_kl: 1.6835013628005981 (1.9423442697525024) | > loss_feat: 6.189497947692871 (7.3546671867370605) | > loss_mel: 17.000629425048828 (19.945575981140138) | > loss_duration: 2.364445686340332 (2.281772050857544) | > loss_1: 29.679466247558594 (34.158096160888675)  --> STEP: 26 | > loss_disc: 2.273535966873169 (2.3186101500804606) | > loss_disc_real_0: 0.10881855338811874 (0.08598458924545692) | > loss_disc_real_1: 0.2165694236755371 (0.25308914138720584) | > loss_disc_real_2: 0.20656085014343262 (0.25222948078925794) | > loss_disc_real_3: 0.15052281320095062 (0.26894248792758363) | > loss_disc_real_4: 0.232394278049469 (0.22489538559546837) | > loss_disc_real_5: 0.1020643338561058 (0.2422346378175112) | > loss_0: 2.273535966873169 (2.3186101500804606) | > loss_gen: 2.415923833847046 (2.625359296798706) | > loss_kl: 2.0507662296295166 (1.9465143451323876) | > loss_feat: 14.669984817504883 (7.636025557151208) | > loss_mel: 20.84617805480957 (19.980214522435116) | > loss_duration: 2.316865921020508 (2.283121815094581) | > loss_1: 42.299720764160156 (34.47123556870681) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023831587571364185 (+4.175993112417358e-05) | > avg_loss_disc: 2.3186101500804606 (+0.010761531499715371) | > avg_loss_disc_real_0: 0.08598458924545692 (+0.0007142880215094682) | > avg_loss_disc_real_1: 0.25308914138720584 (+0.01958365251238528) | > avg_loss_disc_real_2: 0.25222948078925794 (+0.03992549960429853) | > avg_loss_disc_real_3: 0.26894248792758363 (-0.010671551984090033) | > avg_loss_disc_real_4: 0.22489538559546837 (-0.03845492893686661) | > avg_loss_disc_real_5: 0.2422346378175112 (+0.0030266376068958933) | > avg_loss_0: 2.3186101500804606 (+0.010761531499715371) | > avg_loss_gen: 2.625359296798706 (-0.002622297176948063) | > avg_loss_kl: 1.9465143451323876 (-0.10204926362404443) | > avg_loss_feat: 7.636025557151208 (+0.2319474220275879) | > avg_loss_mel: 19.980214522435116 (+0.2606059587918814) | > avg_loss_duration: 2.283121815094581 (+0.023311275702256662) | > avg_loss_1: 34.47123556870681 (+0.41119348085843654)  > EPOCH: 108/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:40:41)   --> TIME: 2024-06-10 19:40:45 -- STEP: 9/330 -- GLOBAL_STEP: 123650 | > loss_disc: 2.292701244354248 (2.2927290863460965) | > loss_disc_real_0: 0.13838350772857666 (0.11670880268017451) | > loss_disc_real_1: 0.22713898122310638 (0.20031921399964225) | > loss_disc_real_2: 0.23177210986614227 (0.2260822190178765) | > loss_disc_real_3: 0.24528217315673828 (0.22390782998667824) | > loss_disc_real_4: 0.23117411136627197 (0.2148788587914573) | > loss_disc_real_5: 0.20153163373470306 (0.22401263150903913) | > loss_0: 2.292701244354248 (2.2927290863460965) | > grad_norm_0: tensor(9.5096, device='cuda:0') (tensor(10.2933, device='cuda:0')) | > loss_gen: 2.5078930854797363 (2.545229540930854) | > loss_kl: 1.7483906745910645 (1.6698468526204426) | > loss_feat: 7.181482791900635 (6.80143764283922) | > loss_mel: 20.211698532104492 (20.188694424099392) | > loss_duration: 2.2399232387542725 (2.2907860808902316) | > loss_1: 33.88938522338867 (33.49599393208822) | > grad_norm_1: tensor(130.5251, device='cuda:0') (tensor(136.3145, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.3326 (0.33214584986368817) | > loader_time: 0.0029 (0.002982616424560547)  --> TIME: 2024-06-10 19:40:54 -- STEP: 34/330 -- GLOBAL_STEP: 123675 | > loss_disc: 2.368624687194824 (2.2525376221712894) | > loss_disc_real_0: 0.07730787992477417 (0.11438411211266238) | > loss_disc_real_1: 0.16971106827259064 (0.19667189130011728) | > loss_disc_real_2: 0.21049714088439941 (0.2152604640406721) | > loss_disc_real_3: 0.23256106674671173 (0.2207155845621053) | > loss_disc_real_4: 0.22722631692886353 (0.21052013249958262) | > loss_disc_real_5: 0.2406858503818512 (0.21227765653063269) | > loss_0: 2.368624687194824 (2.2525376221712894) | > grad_norm_0: tensor(29.6661, device='cuda:0') (tensor(11.9078, device='cuda:0')) | > loss_gen: 2.5078580379486084 (2.59062354704913) | > loss_kl: 1.7097405195236206 (1.6738437238861532) | > loss_feat: 6.95160436630249 (7.150333699058084) | > loss_mel: 19.730064392089844 (20.194936976713294) | > loss_duration: 2.1549768447875977 (2.1546181861092064) | > loss_1: 33.05424499511719 (33.7643559960758) | > grad_norm_1: tensor(240.8029, device='cuda:0') (tensor(154.9580, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.3348 (0.34348124616286335) | > loader_time: 0.0032 (0.0031332058065077838)  --> TIME: 2024-06-10 19:41:02 -- STEP: 59/330 -- GLOBAL_STEP: 123700 | > loss_disc: 2.287508249282837 (2.2503149105330635) | > loss_disc_real_0: 0.1392730325460434 (0.11387016775749498) | > loss_disc_real_1: 0.28292495012283325 (0.19949676197464183) | > loss_disc_real_2: 0.2484746128320694 (0.21629752774359817) | > loss_disc_real_3: 0.22655634582042694 (0.22030365568096355) | > loss_disc_real_4: 0.19216130673885345 (0.21037146095502174) | > loss_disc_real_5: 0.20520669221878052 (0.2086935500472279) | > loss_0: 2.287508249282837 (2.2503149105330635) | > grad_norm_0: tensor(11.7159, device='cuda:0') (tensor(12.3560, device='cuda:0')) | > loss_gen: 2.6227993965148926 (2.6016990087800096) | > loss_kl: 1.6639161109924316 (1.649483533228858) | > loss_feat: 7.062874794006348 (7.2763622736526745) | > loss_mel: 18.93193244934082 (20.1416828996044) | > loss_duration: 2.010711669921875 (2.1150417045011354) | > loss_1: 32.292236328125 (33.784269365213675) | > grad_norm_1: tensor(322.7065, device='cuda:0') (tensor(173.3598, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.341 (0.34558875681990286) | > loader_time: 0.0031 (0.0032187478016998806)  --> TIME: 2024-06-10 19:41:12 -- STEP: 84/330 -- GLOBAL_STEP: 123725 | > loss_disc: 2.2917609214782715 (2.2539138850711633) | > loss_disc_real_0: 0.07368208467960358 (0.11155629876468863) | > loss_disc_real_1: 0.168796569108963 (0.19898709193581623) | > loss_disc_real_2: 0.2260722517967224 (0.21522835925931022) | > loss_disc_real_3: 0.23206353187561035 (0.21976957363741742) | > loss_disc_real_4: 0.26413559913635254 (0.21292314784867422) | > loss_disc_real_5: 0.23064643144607544 (0.2081145401157084) | > loss_0: 2.2917609214782715 (2.2539138850711633) | > grad_norm_0: tensor(8.5944, device='cuda:0') (tensor(12.8676, device='cuda:0')) | > loss_gen: 2.6733083724975586 (2.597665968395414) | > loss_kl: 1.5729295015335083 (1.6463227484907423) | > loss_feat: 7.33103084564209 (7.319069924808684) | > loss_mel: 20.599313735961914 (20.117131710052483) | > loss_duration: 2.134343385696411 (2.0981320540110264) | > loss_1: 34.3109245300293 (33.778322401500866) | > grad_norm_1: tensor(183.0712, device='cuda:0') (tensor(194.6156, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.357 (0.3487679816427685) | > loader_time: 0.0038 (0.0033413569132486978)  --> TIME: 2024-06-10 19:41:21 -- STEP: 109/330 -- GLOBAL_STEP: 123750 | > loss_disc: 2.179767608642578 (2.261632348419329) | > loss_disc_real_0: 0.10972164571285248 (0.11340582657844649) | > loss_disc_real_1: 0.2369004338979721 (0.19884562506041392) | > loss_disc_real_2: 0.22117869555950165 (0.2146927043112046) | > loss_disc_real_3: 0.21907153725624084 (0.22055268533732916) | > loss_disc_real_4: 0.22176864743232727 (0.21452452351740742) | > loss_disc_real_5: 0.20127402245998383 (0.21084770013432985) | > loss_0: 2.179767608642578 (2.261632348419329) | > grad_norm_0: tensor(23.1375, device='cuda:0') (tensor(14.3964, device='cuda:0')) | > loss_gen: 2.6346588134765625 (2.6042844833584) | > loss_kl: 1.6789395809173584 (1.6378412093591252) | > loss_feat: 7.348306655883789 (7.343922483811685) | > loss_mel: 20.855600357055664 (20.115696793302472) | > loss_duration: 2.033245086669922 (2.093714265648378) | > loss_1: 34.550750732421875 (33.79545930984916) | > grad_norm_1: tensor(276.1980, device='cuda:0') (tensor(207.9649, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.357 (0.3525156668566782) | > loader_time: 0.0038 (0.003457463115727136)  --> TIME: 2024-06-10 19:41:30 -- STEP: 134/330 -- GLOBAL_STEP: 123775 | > loss_disc: 2.138200283050537 (2.2544080784071734) | > loss_disc_real_0: 0.10344251990318298 (0.11290183012832457) | > loss_disc_real_1: 0.1914370357990265 (0.19936207815337534) | > loss_disc_real_2: 0.1852101981639862 (0.21358134997869604) | > loss_disc_real_3: 0.19312945008277893 (0.21996873828457364) | > loss_disc_real_4: 0.22425797581672668 (0.21323978934270232) | > loss_disc_real_5: 0.19257454574108124 (0.20947700238494732) | > loss_0: 2.138200283050537 (2.2544080784071734) | > grad_norm_0: tensor(14.3732, device='cuda:0') (tensor(14.0662, device='cuda:0')) | > loss_gen: 2.9244203567504883 (2.6206891358788327) | > loss_kl: 1.5772401094436646 (1.6217197562331584) | > loss_feat: 8.78630256652832 (7.414765123111098) | > loss_mel: 20.631179809570312 (20.20072287943825) | > loss_duration: 2.085984468460083 (2.0930117368698125) | > loss_1: 36.005126953125 (33.95090878899418) | > grad_norm_1: tensor(232.5960, device='cuda:0') (tensor(201.5459, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.3808 (0.3560233151734764) | > loader_time: 0.0041 (0.00364890205326365)  --> TIME: 2024-06-10 19:41:40 -- STEP: 159/330 -- GLOBAL_STEP: 123800 | > loss_disc: 2.1796770095825195 (2.260684911559962) | > loss_disc_real_0: 0.09761063009500504 (0.1154461553636587) | > loss_disc_real_1: 0.17246882617473602 (0.20037485312365877) | > loss_disc_real_2: 0.22675836086273193 (0.21423622984556281) | > loss_disc_real_3: 0.21957677602767944 (0.2196817655795775) | > loss_disc_real_4: 0.19091039896011353 (0.21290283889140724) | > loss_disc_real_5: 0.20324817299842834 (0.2090929001569747) | > loss_0: 2.1796770095825195 (2.260684911559962) | > grad_norm_0: tensor(31.0667, device='cuda:0') (tensor(15.9583, device='cuda:0')) | > loss_gen: 2.6447842121124268 (2.623063891188903) | > loss_kl: 1.6788448095321655 (1.6175348886153982) | > loss_feat: 8.016324996948242 (7.418830769616853) | > loss_mel: 20.352901458740234 (20.218352323808006) | > loss_duration: 2.073637008666992 (2.0935522580296744) | > loss_1: 34.76649475097656 (33.971334313446626) | > grad_norm_1: tensor(459.9178, device='cuda:0') (tensor(212.9863, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.3685 (0.35963042577107734) | > loader_time: 0.004 (0.003759048269979609)  --> TIME: 2024-06-10 19:41:50 -- STEP: 184/330 -- GLOBAL_STEP: 123825 | > loss_disc: 2.279845714569092 (2.261414466992669) | > loss_disc_real_0: 0.1700085699558258 (0.11583292613858762) | > loss_disc_real_1: 0.21960130333900452 (0.20007556077578786) | > loss_disc_real_2: 0.2589254677295685 (0.21351972181835902) | > loss_disc_real_3: 0.21174636483192444 (0.21925891741462375) | > loss_disc_real_4: 0.18860092759132385 (0.2132457284985677) | > loss_disc_real_5: 0.17521056532859802 (0.20841728490979766) | > loss_0: 2.279845714569092 (2.261414466992669) | > grad_norm_0: tensor(9.4525, device='cuda:0') (tensor(16.4164, device='cuda:0')) | > loss_gen: 2.557133674621582 (2.621551906285078) | > loss_kl: 1.5517657995224 (1.6119883462138798) | > loss_feat: 7.1865010261535645 (7.408990017745806) | > loss_mel: 19.426828384399414 (20.177370061045107) | > loss_duration: 2.1034059524536133 (2.097681177699048) | > loss_1: 32.82563400268555 (33.917581641155735) | > grad_norm_1: tensor(142.8270, device='cuda:0') (tensor(225.2588, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.3888 (0.36289899375127704) | > loader_time: 0.0054 (0.003907046888185584)  --> TIME: 2024-06-10 19:42:00 -- STEP: 209/330 -- GLOBAL_STEP: 123850 | > loss_disc: 2.401355028152466 (2.2623074328500117) | > loss_disc_real_0: 0.1011248305439949 (0.11678277615582544) | > loss_disc_real_1: 0.17978301644325256 (0.20070408562724093) | > loss_disc_real_2: 0.2060142606496811 (0.21317354857066032) | > loss_disc_real_3: 0.22499173879623413 (0.21937796573319504) | > loss_disc_real_4: 0.20625275373458862 (0.21310989330544997) | > loss_disc_real_5: 0.22559529542922974 (0.2079755348024185) | > loss_0: 2.401355028152466 (2.2623074328500117) | > grad_norm_0: tensor(12.2833, device='cuda:0') (tensor(16.4424, device='cuda:0')) | > loss_gen: 2.416721820831299 (2.6223837496561284) | > loss_kl: 1.6188380718231201 (1.6139039132013275) | > loss_feat: 6.80009651184082 (7.439189493370969) | > loss_mel: 19.095640182495117 (20.15190234024558) | > loss_duration: 2.1550698280334473 (2.1031721687773204) | > loss_1: 32.086368560791016 (33.930551820964894) | > grad_norm_1: tensor(266.6543, device='cuda:0') (tensor(221.5296, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.4065 (0.3665910405975779) | > loader_time: 0.0052 (0.004055988275263297)  --> TIME: 2024-06-10 19:42:10 -- STEP: 234/330 -- GLOBAL_STEP: 123875 | > loss_disc: 2.3160173892974854 (2.263232318764058) | > loss_disc_real_0: 0.11314009130001068 (0.11825979230368239) | > loss_disc_real_1: 0.21301056444644928 (0.20072736763037163) | > loss_disc_real_2: 0.21494339406490326 (0.2136597280573641) | > loss_disc_real_3: 0.23478978872299194 (0.21934287084473503) | > loss_disc_real_4: 0.21438272297382355 (0.21316012517254576) | > loss_disc_real_5: 0.2245979607105255 (0.20731583562416903) | > loss_0: 2.3160173892974854 (2.263232318764058) | > grad_norm_0: tensor(43.4567, device='cuda:0') (tensor(16.5295, device='cuda:0')) | > loss_gen: 2.843864679336548 (2.6223403164464174) | > loss_kl: 1.448085904121399 (1.6109724228198712) | > loss_feat: 7.891066551208496 (7.429005268292549) | > loss_mel: 19.57111358642578 (20.084748113257245) | > loss_duration: 2.164030075073242 (2.1105706335132943) | > loss_1: 33.91815948486328 (33.85763687557644) | > grad_norm_1: tensor(395.5023, device='cuda:0') (tensor(217.2864, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.4288 (0.3706732081551837) | > loader_time: 0.0055 (0.0041953039984417755)  --> TIME: 2024-06-10 19:42:21 -- STEP: 259/330 -- GLOBAL_STEP: 123900 | > loss_disc: 2.15177321434021 (2.2619183569801353) | > loss_disc_real_0: 0.06036839634180069 (0.1174724152937359) | > loss_disc_real_1: 0.1856333464384079 (0.20073719863495765) | > loss_disc_real_2: 0.19411955773830414 (0.21421643913252472) | > loss_disc_real_3: 0.1939052790403366 (0.21937381973828127) | > loss_disc_real_4: 0.1695462316274643 (0.21322692378377361) | > loss_disc_real_5: 0.163804292678833 (0.20665954116688726) | > loss_0: 2.15177321434021 (2.2619183569801353) | > grad_norm_0: tensor(7.4352, device='cuda:0') (tensor(17.4578, device='cuda:0')) | > loss_gen: 2.7614150047302246 (2.627508338353808) | > loss_kl: 1.4291610717773438 (1.6067130174415913) | > loss_feat: 8.79941177368164 (7.459331740743865) | > loss_mel: 20.06125831604004 (20.05627231524257) | > loss_duration: 2.2078845500946045 (2.1167779935372835) | > loss_1: 35.259132385253906 (33.866603534654296) | > grad_norm_1: tensor(301.8167, device='cuda:0') (tensor(226.2771, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.4222 (0.37558773309567717) | > loader_time: 0.0064 (0.004345874528627136)  --> TIME: 2024-06-10 19:42:32 -- STEP: 284/330 -- GLOBAL_STEP: 123925 | > loss_disc: 2.2491588592529297 (2.2604049989874935) | > loss_disc_real_0: 0.20341920852661133 (0.11783963864223218) | > loss_disc_real_1: 0.22255507111549377 (0.2012045962185087) | > loss_disc_real_2: 0.20498794317245483 (0.21436873781429214) | > loss_disc_real_3: 0.19975608587265015 (0.2187968208126619) | > loss_disc_real_4: 0.22163261473178864 (0.21272033363790574) | > loss_disc_real_5: 0.17731691896915436 (0.20623729346503666) | > loss_0: 2.2491588592529297 (2.2604049989874935) | > grad_norm_0: tensor(52.5140, device='cuda:0') (tensor(19.7073, device='cuda:0')) | > loss_gen: 2.9150123596191406 (2.636301592202253) | > loss_kl: 1.571774959564209 (1.6066004272917627) | > loss_feat: 8.46817398071289 (7.49917097998337) | > loss_mel: 19.91832733154297 (20.03262507075994) | > loss_duration: 2.211535930633545 (2.1249032700565493) | > loss_1: 35.0848274230957 (33.89960149979926) | > grad_norm_1: tensor(204.0542, device='cuda:0') (tensor(239.1063, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.4468 (0.38105265355445966) | > loader_time: 0.0065 (0.004493300343903017)  --> TIME: 2024-06-10 19:42:44 -- STEP: 309/330 -- GLOBAL_STEP: 123950 | > loss_disc: 2.3870272636413574 (2.2589657985662566) | > loss_disc_real_0: 0.11675339937210083 (0.11702549443082902) | > loss_disc_real_1: 0.22158074378967285 (0.2015795628615568) | > loss_disc_real_2: 0.23279055953025818 (0.21404180750491944) | > loss_disc_real_3: 0.2203407734632492 (0.2186874727504539) | > loss_disc_real_4: 0.21559768915176392 (0.2128303285362651) | > loss_disc_real_5: 0.2142685502767563 (0.20593340998714402) | > loss_0: 2.3870272636413574 (2.2589657985662566) | > grad_norm_0: tensor(19.0250, device='cuda:0') (tensor(20.5267, device='cuda:0')) | > loss_gen: 2.443535327911377 (2.642373942248643) | > loss_kl: 1.5537320375442505 (1.6083882298670154) | > loss_feat: 7.008795738220215 (7.543154529769058) | > loss_mel: 18.837007522583008 (20.002273615124153) | > loss_duration: 2.2896347045898438 (2.1351634499324565) | > loss_1: 32.13270568847656 (33.93135391161279) | > grad_norm_1: tensor(491.2124, device='cuda:0') (tensor(248.6111, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.4973 (0.3883613506181339) | > loader_time: 0.007 (0.00467179894061536)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.017416477203369 (2.017416477203369) | > loss_disc_real_0: 0.1044347733259201 (0.1044347733259201) | > loss_disc_real_1: 0.1771264225244522 (0.1771264225244522) | > loss_disc_real_2: 0.21230320632457733 (0.21230320632457733) | > loss_disc_real_3: 0.20443564653396606 (0.20443564653396606) | > loss_disc_real_4: 0.20550072193145752 (0.20550072193145752) | > loss_disc_real_5: 0.14672315120697021 (0.14672315120697021) | > loss_0: 2.017416477203369 (2.017416477203369) | > loss_gen: 2.672686815261841 (2.672686815261841) | > loss_kl: 0.9362013339996338 (0.9362013339996338) | > loss_feat: 8.641313552856445 (8.641313552856445) | > loss_mel: 20.089168548583984 (20.089168548583984) | > loss_duration: 2.8333988189697266 (2.8333988189697266) | > loss_1: 35.172767639160156 (35.172767639160156)  --> STEP: 1 | > loss_disc: 2.041149616241455 (2.041149616241455) | > loss_disc_real_0: 0.04745649918913841 (0.04745649918913841) | > loss_disc_real_1: 0.16849927604198456 (0.16849927604198456) | > loss_disc_real_2: 0.19826416671276093 (0.19826416671276093) | > loss_disc_real_3: 0.21979938447475433 (0.21979938447475433) | > loss_disc_real_4: 0.20561271905899048 (0.20561271905899048) | > loss_disc_real_5: 0.2697167992591858 (0.2697167992591858) | > loss_0: 2.041149616241455 (2.041149616241455) | > loss_gen: 2.5703744888305664 (2.5703744888305664) | > loss_kl: 1.8784624338150024 (1.8784624338150024) | > loss_feat: 5.566229343414307 (5.566229343414307) | > loss_mel: 20.06761932373047 (20.06761932373047) | > loss_duration: 2.3348541259765625 (2.3348541259765625) | > loss_1: 32.417537689208984 (32.417537689208984)  --> STEP: 2 | > loss_disc: 2.1545827388763428 (2.097866177558899) | > loss_disc_real_0: 0.10168222337961197 (0.07456936128437519) | > loss_disc_real_1: 0.23517702519893646 (0.2018381506204605) | > loss_disc_real_2: 0.2389899343252182 (0.21862705051898956) | > loss_disc_real_3: 0.2106575071811676 (0.21522844582796097) | > loss_disc_real_4: 0.1936144381761551 (0.19961357861757278) | > loss_disc_real_5: 0.28697606921195984 (0.2783464342355728) | > loss_0: 2.1545827388763428 (2.097866177558899) | > loss_gen: 2.6541099548339844 (2.6122422218322754) | > loss_kl: 2.331109046936035 (2.104785740375519) | > loss_feat: 5.939648151397705 (5.752938747406006) | > loss_mel: 19.590961456298828 (19.82929039001465) | > loss_duration: 2.407095193862915 (2.3709746599197388) | > loss_1: 32.92292404174805 (32.670230865478516)  --> STEP: 3 | > loss_disc: 2.0962250232696533 (2.0973191261291504) | > loss_disc_real_0: 0.049908220767974854 (0.06634898111224174) | > loss_disc_real_1: 0.14670509099960327 (0.18346046408017477) | > loss_disc_real_2: 0.21292948722839355 (0.21672786275545755) | > loss_disc_real_3: 0.22154715657234192 (0.2173346827427546) | > loss_disc_real_4: 0.2277856320142746 (0.20900426308314005) | > loss_disc_real_5: 0.2325868010520935 (0.263093223174413) | > loss_0: 2.0962250232696533 (2.0973191261291504) | > loss_gen: 2.442232370376587 (2.555572271347046) | > loss_kl: 2.5400309562683105 (2.2498674790064492) | > loss_feat: 7.242568016052246 (6.249481836954753) | > loss_mel: 22.586015701293945 (20.748198827107746) | > loss_duration: 2.194392204284668 (2.3121138413747153) | > loss_1: 37.00524139404297 (34.115234375)  --> STEP: 4 | > loss_disc: 1.9112074375152588 (2.0507912039756775) | > loss_disc_real_0: 0.09885089099407196 (0.0744744585826993) | > loss_disc_real_1: 0.13373108208179474 (0.17102811858057976) | > loss_disc_real_2: 0.22951923310756683 (0.21992570534348488) | > loss_disc_real_3: 0.2078315019607544 (0.21495888754725456) | > loss_disc_real_4: 0.11220111697912216 (0.18480347655713558) | > loss_disc_real_5: 0.19276469945907593 (0.24551109224557877) | > loss_0: 1.9112074375152588 (2.0507912039756775) | > loss_gen: 2.721710681915283 (2.5971068739891052) | > loss_kl: 2.126879930496216 (2.219120591878891) | > loss_feat: 9.51758861541748 (7.066508531570435) | > loss_mel: 21.03813362121582 (20.820682525634766) | > loss_duration: 2.228477954864502 (2.291204869747162) | > loss_1: 37.632789611816406 (34.9946231842041)  --> STEP: 5 | > loss_disc: 2.348752975463867 (2.1103835582733153) | > loss_disc_real_0: 0.05918970704078674 (0.07141750827431678) | > loss_disc_real_1: 0.30001309514045715 (0.19682511389255525) | > loss_disc_real_2: 0.30199122428894043 (0.236338809132576) | > loss_disc_real_3: 0.24914008378982544 (0.22179512679576874) | > loss_disc_real_4: 0.22325561940670013 (0.1924939051270485) | > loss_disc_real_5: 0.29630014300346375 (0.2556689023971558) | > loss_0: 2.348752975463867 (2.1103835582733153) | > loss_gen: 2.7451517581939697 (2.6267158508300783) | > loss_kl: 1.3083802461624146 (2.0369725227355957) | > loss_feat: 6.525447368621826 (6.958296298980713) | > loss_mel: 20.47457504272461 (20.751461029052734) | > loss_duration: 2.4243011474609375 (2.317824125289917) | > loss_1: 33.47785568237305 (34.69126968383789)  --> STEP: 6 | > loss_disc: 2.251431703567505 (2.1338915824890137) | > loss_disc_real_0: 0.08268167078495026 (0.0732948686927557) | > loss_disc_real_1: 0.29338255524635315 (0.2129180207848549) | > loss_disc_real_2: 0.2881748080253601 (0.24497814228137335) | > loss_disc_real_3: 0.25731056928634644 (0.22771436721086502) | > loss_disc_real_4: 0.23520222306251526 (0.19961195811629295) | > loss_disc_real_5: 0.32577937841415405 (0.26735398173332214) | > loss_0: 2.251431703567505 (2.1338915824890137) | > loss_gen: 2.926328420639038 (2.6766512791315713) | > loss_kl: 1.7749035358428955 (1.993294358253479) | > loss_feat: 6.136168956756592 (6.821275075276692) | > loss_mel: 20.190519332885742 (20.657970746358234) | > loss_duration: 2.1555914878845215 (2.2907853523890176) | > loss_1: 33.18351364135742 (34.43997701009115)  --> STEP: 7 | > loss_disc: 2.3815808296203613 (2.1692757606506348) | > loss_disc_real_0: 0.09433569014072418 (0.07630070032817977) | > loss_disc_real_1: 0.21842220425605774 (0.21370433270931244) | > loss_disc_real_2: 0.23933222889900208 (0.24417158322674887) | > loss_disc_real_3: 0.21740898489952087 (0.22624216973781586) | > loss_disc_real_4: 0.19607581198215485 (0.19910679438284465) | > loss_disc_real_5: 0.2845495045185089 (0.2698104849883488) | > loss_0: 2.3815808296203613 (2.1692757606506348) | > loss_gen: 2.3855483531951904 (2.6350651468549455) | > loss_kl: 2.582584857940674 (2.0774787153516496) | > loss_feat: 6.6804704666137695 (6.801160131181989) | > loss_mel: 19.786827087402344 (20.53352165222168) | > loss_duration: 2.438014030456543 (2.3118180206843784) | > loss_1: 33.873443603515625 (34.359043666294646)  --> STEP: 8 | > loss_disc: 2.280369281768799 (2.1831624507904053) | > loss_disc_real_0: 0.12031450867652893 (0.08180242637172341) | > loss_disc_real_1: 0.17257484793663025 (0.20856314711272717) | > loss_disc_real_2: 0.24125325679779053 (0.24380679242312908) | > loss_disc_real_3: 0.2599840462207794 (0.2304599042981863) | > loss_disc_real_4: 0.2042769342660904 (0.19975306186825037) | > loss_disc_real_5: 0.26434412598609924 (0.2691271901130676) | > loss_0: 2.280369281768799 (2.1831624507904053) | > loss_gen: 2.7926902770996094 (2.6547682881355286) | > loss_kl: 1.7706987857818604 (2.039131224155426) | > loss_feat: 8.106890678405762 (6.964376449584961) | > loss_mel: 21.913883209228516 (20.706066846847534) | > loss_duration: 2.1937594413757324 (2.2970606982707977) | > loss_1: 36.777923583984375 (34.66140365600586)  --> STEP: 9 | > loss_disc: 2.0831243991851807 (2.172047111723158) | > loss_disc_real_0: 0.1637420654296875 (0.0909068307114972) | > loss_disc_real_1: 0.198405921459198 (0.20743456648455727) | > loss_disc_real_2: 0.17339888215065002 (0.2359836912817425) | > loss_disc_real_3: 0.23398597538471222 (0.23085168997446695) | > loss_disc_real_4: 0.17862960696220398 (0.1974060113231341) | > loss_disc_real_5: 0.18987302482128143 (0.2603211717473136) | > loss_0: 2.0831243991851807 (2.172047111723158) | > loss_gen: 2.839743137359619 (2.6753210491604276) | > loss_kl: 1.4114214181900024 (1.969385690159268) | > loss_feat: 11.558758735656738 (7.474863370259603) | > loss_mel: 22.485000610351562 (20.903726153903538) | > loss_duration: 2.1081953048706055 (2.276075654559665) | > loss_1: 40.40312194824219 (35.29937235514323)  --> STEP: 10 | > loss_disc: 2.1210217475891113 (2.1669445753097536) | > loss_disc_real_0: 0.11394108831882477 (0.09321025647222995) | > loss_disc_real_1: 0.22805920243263245 (0.20949703007936477) | > loss_disc_real_2: 0.2468942254781723 (0.2370747447013855) | > loss_disc_real_3: 0.2420557588338852 (0.2319720968604088) | > loss_disc_real_4: 0.20521287620067596 (0.1981866978108883) | > loss_disc_real_5: 0.20776423811912537 (0.2550654783844948) | > loss_0: 2.1210217475891113 (2.1669445753097536) | > loss_gen: 2.654263734817505 (2.673215317726135) | > loss_kl: 1.8228718042373657 (1.9547343015670777) | > loss_feat: 6.137292385101318 (7.341106271743774) | > loss_mel: 17.729026794433594 (20.586256217956542) | > loss_duration: 2.335798740386963 (2.282047963142395) | > loss_1: 30.67925262451172 (34.83736038208008)  --> STEP: 11 | > loss_disc: 2.34808087348938 (2.1834115115079014) | > loss_disc_real_0: 0.1207871213555336 (0.09571724418889392) | > loss_disc_real_1: 0.1633748561143875 (0.20530410517345776) | > loss_disc_real_2: 0.19908562302589417 (0.23362118818543173) | > loss_disc_real_3: 0.21547803282737732 (0.23047263649376956) | > loss_disc_real_4: 0.23451602458953857 (0.20148936388167468) | > loss_disc_real_5: 0.2809721827507019 (0.25742063332687726) | > loss_0: 2.34808087348938 (2.1834115115079014) | > loss_gen: 2.190842866897583 (2.629363276741721) | > loss_kl: 1.751498818397522 (1.9362583485516636) | > loss_feat: 4.60580587387085 (7.092442599209872) | > loss_mel: 18.484142303466797 (20.39515495300293) | > loss_duration: 2.3890633583068848 (2.2917766354300757) | > loss_1: 29.42135238647461 (34.34499601884322)  --> STEP: 12 | > loss_disc: 2.0934946537017822 (2.175918440024058) | > loss_disc_real_0: 0.07835294306278229 (0.09427021909505129) | > loss_disc_real_1: 0.1967405527830124 (0.2045904758075873) | > loss_disc_real_2: 0.26124119758605957 (0.23592285563548407) | > loss_disc_real_3: 0.20627638697624207 (0.22845628236730894) | > loss_disc_real_4: 0.19144654273986816 (0.20065246211985746) | > loss_disc_real_5: 0.21797657012939453 (0.25413362806042034) | > loss_0: 2.0934946537017822 (2.175918440024058) | > loss_gen: 2.672361373901367 (2.632946451505025) | > loss_kl: 1.8014899492263794 (1.9250276486078899) | > loss_feat: 6.983014106750488 (7.08332355817159) | > loss_mel: 19.938579559326172 (20.357107003529865) | > loss_duration: 2.200685501098633 (2.284185707569122) | > loss_1: 33.59613037109375 (34.282590548197426)  --> STEP: 13 | > loss_disc: 2.4658846855163574 (2.198223535831158) | > loss_disc_real_0: 0.09809000790119171 (0.09456404900321594) | > loss_disc_real_1: 0.21896755695343018 (0.20569640512649828) | > loss_disc_real_2: 0.2624213695526123 (0.23796120285987854) | > loss_disc_real_3: 0.24802465736865997 (0.22996154198279747) | > loss_disc_real_4: 0.16710031032562256 (0.19807152736645478) | > loss_disc_real_5: 0.22674722969532013 (0.2520269820323357) | > loss_0: 2.4658846855163574 (2.198223535831158) | > loss_gen: 2.191643238067627 (2.5990000504713793) | > loss_kl: 1.8367187976837158 (1.918234660075261) | > loss_feat: 6.376701831817627 (7.028968040759747) | > loss_mel: 20.359241485595703 (20.357271194458008) | > loss_duration: 2.0956830978393555 (2.2696855068206783) | > loss_1: 32.859989166259766 (34.173159672663765)  --> STEP: 14 | > loss_disc: 2.265781879425049 (2.2030491318021506) | > loss_disc_real_0: 0.07194509357213974 (0.09294840932956763) | > loss_disc_real_1: 0.15186190605163574 (0.20185108376400812) | > loss_disc_real_2: 0.25191232562065125 (0.23895771162850515) | > loss_disc_real_3: 0.24690048396587372 (0.23117146641016006) | > loss_disc_real_4: 0.23871539533138275 (0.20097466079252108) | > loss_disc_real_5: 0.2991660237312317 (0.25539405643939966) | > loss_0: 2.265781879425049 (2.2030491318021506) | > loss_gen: 2.6830108165740967 (2.605000819478716) | > loss_kl: 2.5564332008361816 (1.9638202701296126) | > loss_feat: 6.6781792640686035 (7.003911699567523) | > loss_mel: 19.509593963623047 (20.29672282082694) | > loss_duration: 2.3162529468536377 (2.273011752537318) | > loss_1: 33.74346923828125 (34.142467498779304)  --> STEP: 15 | > loss_disc: 2.5144143104553223 (2.223806810379029) | > loss_disc_real_0: 0.12598934769630432 (0.09515113855401675) | > loss_disc_real_1: 0.24721340835094452 (0.20487523873647054) | > loss_disc_real_2: 0.24880971014499664 (0.23961451152960458) | > loss_disc_real_3: 0.3087344467639923 (0.23634233176708222) | > loss_disc_real_4: 0.2721741199493408 (0.2057212914029757) | > loss_disc_real_5: 0.27389782667160034 (0.25662764112154635) | > loss_0: 2.5144143104553223 (2.223806810379029) | > loss_gen: 2.354945182800293 (2.5883304437001544) | > loss_kl: 2.0897796154022217 (1.9722175598144531) | > loss_feat: 5.958414077758789 (6.934211858113607) | > loss_mel: 18.824031829833984 (20.19854342142741) | > loss_duration: 2.2630412578582764 (2.272347052892049) | > loss_1: 31.49021339416504 (33.96565055847169)  --> STEP: 16 | > loss_disc: 2.447366952896118 (2.237779319286347) | > loss_disc_real_0: 0.12041729688644409 (0.09673027344979346) | > loss_disc_real_1: 0.1734236478805542 (0.20290951430797577) | > loss_disc_real_2: 0.3071051239967346 (0.24383267480880022) | > loss_disc_real_3: 0.2521260976791382 (0.2373288171365857) | > loss_disc_real_4: 0.24640293419361115 (0.20826389407739043) | > loss_disc_real_5: 0.3213382959365845 (0.2606720570474862) | > loss_0: 2.447366952896118 (2.237779319286347) | > loss_gen: 2.452035427093506 (2.579812005162239) | > loss_kl: 1.5902550220489502 (1.9483449012041092) | > loss_feat: 7.3961896896362305 (6.963085472583771) | > loss_mel: 19.35537338256836 (20.14584529399872) | > loss_duration: 2.2912135124206543 (2.2735262066125865) | > loss_1: 33.08506774902344 (33.91061413288117)  --> STEP: 17 | > loss_disc: 2.5333800315856934 (2.255167596480426) | > loss_disc_real_0: 0.08894617855548859 (0.09627238551483434) | > loss_disc_real_1: 0.21371214091777802 (0.2035449629320818) | > loss_disc_real_2: 0.3663838803768158 (0.2510415692539776) | > loss_disc_real_3: 0.25462600588798523 (0.2383462988278445) | > loss_disc_real_4: 0.23307174444198608 (0.20972317939295487) | > loss_disc_real_5: 0.28374576568603516 (0.26202933402622436) | > loss_0: 2.5333800315856934 (2.255167596480426) | > loss_gen: 2.509413719177246 (2.575670929516063) | > loss_kl: 1.4804695844650269 (1.9208228237488691) | > loss_feat: 6.3208465576171875 (6.925306712879854) | > loss_mel: 20.512615203857422 (20.16741999457864) | > loss_duration: 2.332606792449951 (2.277001535191255) | > loss_1: 33.15595245361328 (33.866222269394825)  --> STEP: 18 | > loss_disc: 1.9485688209533691 (2.2381343311733675) | > loss_disc_real_0: 0.09188898652791977 (0.09602886334889466) | > loss_disc_real_1: 0.138470858335495 (0.19992973489893806) | > loss_disc_real_2: 0.20564039051532745 (0.2485192815462748) | > loss_disc_real_3: 0.20377394556999207 (0.2364256125357416) | > loss_disc_real_4: 0.16964910924434662 (0.20749684216247666) | > loss_disc_real_5: 0.17217184603214264 (0.2570372513598865) | > loss_0: 1.9485688209533691 (2.2381343311733675) | > loss_gen: 2.604398012161255 (2.577266878551907) | > loss_kl: 2.167755365371704 (1.934541298283471) | > loss_feat: 8.846163749694824 (7.032020992702908) | > loss_mel: 21.327476501464844 (20.23186757829454) | > loss_duration: 2.240837574005127 (2.2749924262364702) | > loss_1: 37.18663024902344 (34.05068937937419)  --> STEP: 19 | > loss_disc: 2.211491107940674 (2.2367320562663835) | > loss_disc_real_0: 0.1301383674144745 (0.0978241004049778) | > loss_disc_real_1: 0.1477361023426056 (0.19718270160649953) | > loss_disc_real_2: 0.26123592257499695 (0.24918857844252335) | > loss_disc_real_3: 0.24201469123363495 (0.2367197745724728) | > loss_disc_real_4: 0.22262932360172272 (0.2082932885540159) | > loss_disc_real_5: 0.24202023446559906 (0.25624688204966084) | > loss_0: 2.211491107940674 (2.2367320562663835) | > loss_gen: 2.640151023864746 (2.5805765704104773) | > loss_kl: 1.6732343435287476 (1.9207883006648014) | > loss_feat: 6.97004508972168 (7.028759103072317) | > loss_mel: 19.090229034423828 (20.17178133914345) | > loss_duration: 2.310270309448242 (2.2768491569318265) | > loss_1: 32.683929443359375 (33.97875464589973)  --> STEP: 20 | > loss_disc: 2.5630478858947754 (2.253047847747803) | > loss_disc_real_0: 0.12869004905223846 (0.09936739783734083) | > loss_disc_real_1: 0.1673324555158615 (0.19569018930196763) | > loss_disc_real_2: 0.3004629611968994 (0.25175229758024215) | > loss_disc_real_3: 0.24683783948421478 (0.23722567781805992) | > loss_disc_real_4: 0.26596784591674805 (0.21117701642215253) | > loss_disc_real_5: 0.31991899013519287 (0.25943048745393743) | > loss_0: 2.5630478858947754 (2.253047847747803) | > loss_gen: 2.619560718536377 (2.5825257778167723) | > loss_kl: 1.858588695526123 (1.9176783204078673) | > loss_feat: 6.365198135375977 (6.9955810546875) | > loss_mel: 19.704641342163086 (20.148424339294433) | > loss_duration: 2.3131208419799805 (2.278662741184234) | > loss_1: 32.86111068725586 (33.922872447967535)  --> STEP: 21 | > loss_disc: 2.6375691890716553 (2.2713583878108436) | > loss_disc_real_0: 0.1408354938030243 (0.10134206907380194) | > loss_disc_real_1: 0.2591821849346161 (0.19871361766542708) | > loss_disc_real_2: 0.3153326213359833 (0.25477993204480126) | > loss_disc_real_3: 0.2841925621032715 (0.2394621961173557) | > loss_disc_real_4: 0.2701130509376526 (0.21398349425622396) | > loss_disc_real_5: 0.2840128242969513 (0.2606010749226524) | > loss_0: 2.6375691890716553 (2.2713583878108436) | > loss_gen: 2.41120982170105 (2.574367875144595) | > loss_kl: 2.267287254333496 (1.9343263648805165) | > loss_feat: 4.7121052742004395 (6.886844112759545) | > loss_mel: 18.70029067993164 (20.07946559361049) | > loss_duration: 2.176920175552368 (2.2738178571065264) | > loss_1: 30.267812728881836 (33.74882198515393)  --> STEP: 22 | > loss_disc: 2.1157190799713135 (2.2642838738181377) | > loss_disc_real_0: 0.10488127171993256 (0.10150294192135334) | > loss_disc_real_1: 0.1959981620311737 (0.1985901878638701) | > loss_disc_real_2: 0.21101678907871246 (0.2527906982736154) | > loss_disc_real_3: 0.21312721073627472 (0.23826515132730658) | > loss_disc_real_4: 0.21534979343414307 (0.21404559876431117) | > loss_disc_real_5: 0.3366276025772095 (0.2640568261796777) | > loss_0: 2.1157190799713135 (2.2642838738181377) | > loss_gen: 2.8770101070404053 (2.5881243402307685) | > loss_kl: 1.703097939491272 (1.923815981908278) | > loss_feat: 8.426250457763672 (6.956817128441551) | > loss_mel: 18.752227783203125 (20.019136602228336) | > loss_duration: 2.157208204269409 (2.2685174183412027) | > loss_1: 33.915794372558594 (33.75641163912687)  --> STEP: 23 | > loss_disc: 2.2312204837799072 (2.2628463351208232) | > loss_disc_real_0: 0.14845938980579376 (0.10354452661198119) | > loss_disc_real_1: 0.23654869198799133 (0.20024055760839712) | > loss_disc_real_2: 0.23357455432415009 (0.2519552137540734) | > loss_disc_real_3: 0.24655675888061523 (0.23862565600353738) | > loss_disc_real_4: 0.1815255582332611 (0.21263168395861334) | > loss_disc_real_5: 0.21258677542209625 (0.26181899788586976) | > loss_0: 2.2312204837799072 (2.2628463351208232) | > loss_gen: 2.563807964324951 (2.587067106495733) | > loss_kl: 2.1201303005218506 (1.93235138706539) | > loss_feat: 7.538885116577148 (6.982124432273533) | > loss_mel: 18.872955322265625 (19.969302633534305) | > loss_duration: 2.2692317962646484 (2.2685484782509175) | > loss_1: 33.365013122558594 (33.73939431231955)  --> STEP: 24 | > loss_disc: 2.182042121887207 (2.2594794929027557) | > loss_disc_real_0: 0.18848928809165955 (0.10708389167363445) | > loss_disc_real_1: 0.11018779873847961 (0.19648835932215056) | > loss_disc_real_2: 0.1529708206653595 (0.24783086404204369) | > loss_disc_real_3: 0.25044894218444824 (0.239118292927742) | > loss_disc_real_4: 0.24477441608905792 (0.21397096446404854) | > loss_disc_real_5: 0.2877403199672699 (0.2628990529725948) | > loss_0: 2.182042121887207 (2.2594794929027557) | > loss_gen: 2.7235822677612305 (2.5927552382151284) | > loss_kl: 1.816939115524292 (1.927542542417844) | > loss_feat: 9.417923927307129 (7.083616077899933) | > loss_mel: 21.83802604675293 (20.04716610908508) | > loss_duration: 2.376610040664673 (2.2730510433514906) | > loss_1: 38.1730842590332 (33.92413139343262)  --> STEP: 25 | > loss_disc: 2.338871479034424 (2.2626551723480226) | > loss_disc_real_0: 0.09575054049491882 (0.10663055762648582) | > loss_disc_real_1: 0.14741867780685425 (0.1945255720615387) | > loss_disc_real_2: 0.290395051240921 (0.24953343152999877) | > loss_disc_real_3: 0.21788471937179565 (0.23826894998550416) | > loss_disc_real_4: 0.22884447872638702 (0.2145659050345421) | > loss_disc_real_5: 0.25752055644989014 (0.26268391311168665) | > loss_0: 2.338871479034424 (2.2626551723480226) | > loss_gen: 2.3529233932495117 (2.583161964416504) | > loss_kl: 2.067713737487793 (1.933149390220642) | > loss_feat: 7.52597713470459 (7.101310520172119) | > loss_mel: 18.666934967041016 (19.991956863403317) | > loss_duration: 2.348184108734131 (2.2760563659667965) | > loss_1: 32.96173095703125 (33.88563537597656)  --> STEP: 26 | > loss_disc: 1.76820969581604 (2.243638038635254) | > loss_disc_real_0: 0.05469097942113876 (0.10463288154166478) | > loss_disc_real_1: 0.06556159257888794 (0.18956541900451368) | > loss_disc_real_2: 0.2142227441072464 (0.24817532816758522) | > loss_disc_real_3: 0.09004057198762894 (0.2325678585240474) | > loss_disc_real_4: 0.08987466245889664 (0.20977008801240188) | > loss_disc_real_5: 0.2682325839996338 (0.2628973235304538) | > loss_0: 1.76820969581604 (2.243638038635254) | > loss_gen: 2.832261562347412 (2.5927427181830773) | > loss_kl: 2.2581541538238525 (1.94564957343615) | > loss_feat: 12.620718955993652 (7.313595460011409) | > loss_mel: 22.32815933227539 (20.08181080451378) | > loss_duration: 2.2890827655792236 (2.2765573813365054) | > loss_1: 42.328372955322266 (34.21035605210524) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023094507364126355 (-7.370802072378295e-05) | > avg_loss_disc: 2.243638038635254 (-0.07497211144520666) | > avg_loss_disc_real_0: 0.10463288154166478 (+0.01864829229620786) | > avg_loss_disc_real_1: 0.18956541900451368 (-0.06352372238269216) | > avg_loss_disc_real_2: 0.24817532816758522 (-0.004054152621672719) | > avg_loss_disc_real_3: 0.2325678585240474 (-0.036374629403536224) | > avg_loss_disc_real_4: 0.20977008801240188 (-0.015125297583066494) | > avg_loss_disc_real_5: 0.2628973235304538 (+0.020662685712942608) | > avg_loss_0: 2.243638038635254 (-0.07497211144520666) | > avg_loss_gen: 2.5927427181830773 (-0.03261657861562872) | > avg_loss_kl: 1.94564957343615 (-0.000864771696237554) | > avg_loss_feat: 7.313595460011409 (-0.3224300971397991) | > avg_loss_mel: 20.08181080451378 (+0.10159628207866334) | > avg_loss_duration: 2.2765573813365054 (-0.006564433758075694) | > avg_loss_1: 34.21035605210524 (-0.2608795166015696)  > EPOCH: 109/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:43:15)   --> TIME: 2024-06-10 19:43:17 -- STEP: 4/330 -- GLOBAL_STEP: 123975 | > loss_disc: 2.2737274169921875 (2.2905166149139404) | > loss_disc_real_0: 0.0835622027516365 (0.11096358858048916) | > loss_disc_real_1: 0.18244026601314545 (0.20197197049856186) | > loss_disc_real_2: 0.19014142453670502 (0.19553472101688385) | > loss_disc_real_3: 0.19564391672611237 (0.21897011622786522) | > loss_disc_real_4: 0.1921655684709549 (0.20991288125514984) | > loss_disc_real_5: 0.18830439448356628 (0.20840898901224136) | > loss_0: 2.2737274169921875 (2.2905166149139404) | > grad_norm_0: tensor(9.4118, device='cuda:0') (tensor(8.5114, device='cuda:0')) | > loss_gen: 2.4103870391845703 (2.434808313846588) | > loss_kl: 1.5997909307479858 (1.681851476430893) | > loss_feat: 6.483864784240723 (6.611273884773254) | > loss_mel: 20.161428451538086 (20.224038124084473) | > loss_duration: 2.3697805404663086 (2.3460007309913635) | > loss_1: 33.02524948120117 (33.29797172546387) | > grad_norm_1: tensor(101.1932, device='cuda:0') (tensor(107.1241, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3536 (0.33858364820480347) | > loader_time: 0.0035 (0.003011167049407959)  --> TIME: 2024-06-10 19:43:26 -- STEP: 29/330 -- GLOBAL_STEP: 124000 | > loss_disc: 2.1924021244049072 (2.272854237720884) | > loss_disc_real_0: 0.07755257189273834 (0.11444978210432775) | > loss_disc_real_1: 0.20294523239135742 (0.19381253215773353) | > loss_disc_real_2: 0.2127394676208496 (0.21313636929824434) | > loss_disc_real_3: 0.16987356543540955 (0.22214486424265237) | > loss_disc_real_4: 0.20374615490436554 (0.21843751083160268) | > loss_disc_real_5: 0.2014065831899643 (0.21314764331127034) | > loss_0: 2.1924021244049072 (2.272854237720884) | > grad_norm_0: tensor(4.7517, device='cuda:0') (tensor(9.1573, device='cuda:0')) | > loss_gen: 2.747563362121582 (2.585066351397284) | > loss_kl: 1.6551955938339233 (1.6632984218926266) | > loss_feat: 7.650359153747559 (7.126896068967622) | > loss_mel: 20.457801818847656 (20.180660116261453) | > loss_duration: 2.1085362434387207 (2.1607279983060113) | > loss_1: 34.61945343017578 (33.71664829911857) | > grad_norm_1: tensor(115.0387, device='cuda:0') (tensor(96.5231, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3571 (0.34553416844072016) | > loader_time: 0.0032 (0.003125478481424266) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_124000.pth  --> TIME: 2024-06-10 19:43:40 -- STEP: 54/330 -- GLOBAL_STEP: 124025 | > loss_disc: 2.164694309234619 (2.2588155976048223) | > loss_disc_real_0: 0.09331808984279633 (0.11197196333496659) | > loss_disc_real_1: 0.17348968982696533 (0.19637028183098193) | > loss_disc_real_2: 0.18161247670650482 (0.21522265810657432) | > loss_disc_real_3: 0.2136867195367813 (0.22151901021047873) | > loss_disc_real_4: 0.1837133914232254 (0.2149431120466303) | > loss_disc_real_5: 0.15604238212108612 (0.208855210630982) | > loss_0: 2.164694309234619 (2.2588155976048223) | > grad_norm_0: tensor(7.5169, device='cuda:0') (tensor(12.7575, device='cuda:0')) | > loss_gen: 2.745008945465088 (2.6194795105192408) | > loss_kl: 1.5673637390136719 (1.6506858247297782) | > loss_feat: 8.61494255065918 (7.318696472379896) | > loss_mel: 21.172454833984375 (20.246746239838785) | > loss_duration: 2.0849077701568604 (2.1190397430349286) | > loss_1: 36.18467712402344 (33.954647452742954) | > grad_norm_1: tensor(175.5082, device='cuda:0') (tensor(157.2989, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3764 (0.35321735011206734) | > loader_time: 0.0034 (0.003287280047381366)  --> TIME: 2024-06-10 19:43:49 -- STEP: 79/330 -- GLOBAL_STEP: 124050 | > loss_disc: 2.172743558883667 (2.249808045882213) | > loss_disc_real_0: 0.08140112459659576 (0.1089914165720155) | > loss_disc_real_1: 0.17098726332187653 (0.19647881332077557) | > loss_disc_real_2: 0.20090332627296448 (0.213452739240248) | > loss_disc_real_3: 0.20254448056221008 (0.220835339796694) | > loss_disc_real_4: 0.20754148066043854 (0.2150167304126522) | > loss_disc_real_5: 0.21094706654548645 (0.20924797126009495) | > loss_0: 2.172743558883667 (2.249808045882213) | > grad_norm_0: tensor(19.8917, device='cuda:0') (tensor(14.3548, device='cuda:0')) | > loss_gen: 2.8498117923736572 (2.6339483743981478) | > loss_kl: 1.5817034244537354 (1.648333646074126) | > loss_feat: 8.120099067687988 (7.422426996351797) | > loss_mel: 21.012027740478516 (20.192477769489532) | > loss_duration: 2.045914649963379 (2.101110978971554) | > loss_1: 35.609554290771484 (33.998297558555095) | > grad_norm_1: tensor(295.6918, device='cuda:0') (tensor(191.0613, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3556 (0.35267513613157636) | > loader_time: 0.0036 (0.0033846233464494536)  --> TIME: 2024-06-10 19:43:58 -- STEP: 104/330 -- GLOBAL_STEP: 124075 | > loss_disc: 2.1154279708862305 (2.2500447332859035) | > loss_disc_real_0: 0.08494982123374939 (0.11104474882953443) | > loss_disc_real_1: 0.17962022125720978 (0.19650985214572686) | > loss_disc_real_2: 0.23405617475509644 (0.21238492973721945) | > loss_disc_real_3: 0.21499431133270264 (0.22028643322678712) | > loss_disc_real_4: 0.2202765792608261 (0.21521094111868969) | > loss_disc_real_5: 0.19929233193397522 (0.2099305120511697) | > loss_0: 2.1154279708862305 (2.2500447332859035) | > grad_norm_0: tensor(24.3543, device='cuda:0') (tensor(16.9536, device='cuda:0')) | > loss_gen: 2.9095022678375244 (2.6289051610689897) | > loss_kl: 1.5992751121520996 (1.637830681525744) | > loss_feat: 7.929391860961914 (7.400464012072637) | > loss_mel: 19.89606475830078 (20.136270633110648) | > loss_duration: 2.099541425704956 (2.095827607008127) | > loss_1: 34.43377685546875 (33.89929791597218) | > grad_norm_1: tensor(325.9533, device='cuda:0') (tensor(199.3784, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.356 (0.3522064456572899) | > loader_time: 0.0039 (0.003475576639175415)  --> TIME: 2024-06-10 19:44:07 -- STEP: 129/330 -- GLOBAL_STEP: 124100 | > loss_disc: 2.2585949897766113 (2.252463545910148) | > loss_disc_real_0: 0.0925634354352951 (0.11149655784978423) | > loss_disc_real_1: 0.21628470718860626 (0.19759908191455428) | > loss_disc_real_2: 0.2248518466949463 (0.2129655719496483) | > loss_disc_real_3: 0.22978204488754272 (0.22011208153048226) | > loss_disc_real_4: 0.21725764870643616 (0.21465323160785113) | > loss_disc_real_5: 0.20105046033859253 (0.20915896555250005) | > loss_0: 2.2585949897766113 (2.252463545910148) | > grad_norm_0: tensor(12.2646, device='cuda:0') (tensor(17.4558, device='cuda:0')) | > loss_gen: 2.5482232570648193 (2.6261847721513853) | > loss_kl: 1.4743646383285522 (1.61714730151864) | > loss_feat: 7.350419521331787 (7.4248933089795965) | > loss_mel: 20.707605361938477 (20.16009274564049) | > loss_duration: 2.0729126930236816 (2.0935518131699675) | > loss_1: 34.153526306152344 (33.921869751094846) | > grad_norm_1: tensor(240.8202, device='cuda:0') (tensor(213.0336, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3669 (0.35360737179600915) | > loader_time: 0.0042 (0.0035787146220835606)  --> TIME: 2024-06-10 19:44:16 -- STEP: 154/330 -- GLOBAL_STEP: 124125 | > loss_disc: 2.237980842590332 (2.243502356789329) | > loss_disc_real_0: 0.2040172815322876 (0.11205526709846862) | > loss_disc_real_1: 0.19055268168449402 (0.19685124286583497) | > loss_disc_real_2: 0.21459539234638214 (0.21221283649082304) | > loss_disc_real_3: 0.23552516102790833 (0.21845268854847208) | > loss_disc_real_4: 0.22516903281211853 (0.21344961613029628) | > loss_disc_real_5: 0.22086770832538605 (0.20819097544465745) | > loss_0: 2.237980842590332 (2.243502356789329) | > grad_norm_0: tensor(34.7549, device='cuda:0') (tensor(19.2042, device='cuda:0')) | > loss_gen: 2.874187707901001 (2.6413880725959675) | > loss_kl: 1.7046889066696167 (1.6125615277847687) | > loss_feat: 8.523680686950684 (7.4603308826297905) | > loss_mel: 20.175155639648438 (20.16031235533876) | > loss_duration: 2.0989155769348145 (2.0934605552004544) | > loss_1: 35.37662887573242 (33.96805330994842) | > grad_norm_1: tensor(431.2227, device='cuda:0') (tensor(231.6900, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3705 (0.35472929632508904) | > loader_time: 0.0044 (0.0037152689772766904)  --> TIME: 2024-06-10 19:44:26 -- STEP: 179/330 -- GLOBAL_STEP: 124150 | > loss_disc: 2.2844338417053223 (2.2452755453866295) | > loss_disc_real_0: 0.11946447938680649 (0.11217995643532476) | > loss_disc_real_1: 0.22237755358219147 (0.19769667821556497) | > loss_disc_real_2: 0.1821725070476532 (0.21355201495426324) | > loss_disc_real_3: 0.1975860297679901 (0.2195009439351173) | > loss_disc_real_4: 0.1856265366077423 (0.21318824314538326) | > loss_disc_real_5: 0.1845393180847168 (0.20762939284966644) | > loss_0: 2.2844338417053223 (2.2452755453866295) | > grad_norm_0: tensor(15.4060, device='cuda:0') (tensor(20.4950, device='cuda:0')) | > loss_gen: 2.6792991161346436 (2.644248982381553) | > loss_kl: 1.6459881067276 (1.617790282771574) | > loss_feat: 7.511561393737793 (7.484929279242148) | > loss_mel: 19.165231704711914 (20.148542020573974) | > loss_duration: 2.1374223232269287 (2.09745405772545) | > loss_1: 33.13949966430664 (33.99296448350619) | > grad_norm_1: tensor(193.0165, device='cuda:0') (tensor(241.2417, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3666 (0.3571556746626699) | > loader_time: 0.0047 (0.0038508902714905124)  --> TIME: 2024-06-10 19:44:36 -- STEP: 204/330 -- GLOBAL_STEP: 124175 | > loss_disc: 2.381679058074951 (2.249312167074167) | > loss_disc_real_0: 0.21293717622756958 (0.11394599134869435) | > loss_disc_real_1: 0.21795856952667236 (0.19882850604606608) | > loss_disc_real_2: 0.17991256713867188 (0.2135107466110996) | > loss_disc_real_3: 0.24015958607196808 (0.21991047226622995) | > loss_disc_real_4: 0.18577921390533447 (0.212709098689112) | > loss_disc_real_5: 0.19194450974464417 (0.2077121999041707) | > loss_0: 2.381679058074951 (2.249312167074167) | > grad_norm_0: tensor(41.8190, device='cuda:0') (tensor(22.5968, device='cuda:0')) | > loss_gen: 2.497441530227661 (2.650297077263102) | > loss_kl: 1.7393330335617065 (1.6177643034972398) | > loss_feat: 8.051645278930664 (7.508186910666671) | > loss_mel: 20.543441772460938 (20.125790165919884) | > loss_duration: 2.0917718410491943 (2.10287281228047) | > loss_1: 34.92362976074219 (34.004911123537575) | > grad_norm_1: tensor(209.2404, device='cuda:0') (tensor(254.6100, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.3958 (0.36207544102388267) | > loader_time: 0.0047 (0.00394196954427981)  --> TIME: 2024-06-10 19:44:46 -- STEP: 229/330 -- GLOBAL_STEP: 124200 | > loss_disc: 2.3486485481262207 (2.245275367295379) | > loss_disc_real_0: 0.0758017897605896 (0.11115993530078747) | > loss_disc_real_1: 0.21986718475818634 (0.1990137545953151) | > loss_disc_real_2: 0.2259785383939743 (0.21316869205522743) | > loss_disc_real_3: 0.2646133005619049 (0.2195600220469929) | > loss_disc_real_4: 0.3284740746021271 (0.21230140003054424) | > loss_disc_real_5: 0.21707943081855774 (0.20762775317810508) | > loss_0: 2.3486485481262207 (2.245275367295379) | > grad_norm_0: tensor(20.0360, device='cuda:0') (tensor(23.4087, device='cuda:0')) | > loss_gen: 2.828869342803955 (2.666215669640286) | > loss_kl: 1.546491265296936 (1.6099039644133055) | > loss_feat: 8.0333251953125 (7.550651325409069) | > loss_mel: 20.534927368164062 (20.071769306232834) | > loss_duration: 2.1850388050079346 (2.1096507940750464) | > loss_1: 35.12865447998047 (34.00819093795844) | > grad_norm_1: tensor(359.5068, device='cuda:0') (tensor(257.3260, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.4037 (0.3659463407691389) | > loader_time: 0.005 (0.004050152791119039)  --> TIME: 2024-06-10 19:44:56 -- STEP: 254/330 -- GLOBAL_STEP: 124225 | > loss_disc: 2.2475745677948 (2.249560807164261) | > loss_disc_real_0: 0.21246680617332458 (0.11377520395780173) | > loss_disc_real_1: 0.16423900425434113 (0.1989679274948563) | > loss_disc_real_2: 0.2180652767419815 (0.21365022213440238) | > loss_disc_real_3: 0.20798157155513763 (0.2198684175652782) | > loss_disc_real_4: 0.19267836213111877 (0.21269153093728493) | > loss_disc_real_5: 0.19156832993030548 (0.20765627157969738) | > loss_0: 2.2475745677948 (2.249560807164261) | > grad_norm_0: tensor(92.4097, device='cuda:0') (tensor(26.2068, device='cuda:0')) | > loss_gen: 2.6479151248931885 (2.66657974213127) | > loss_kl: 1.5672688484191895 (1.6052269597691813) | > loss_feat: 7.5779547691345215 (7.543851210376409) | > loss_mel: 19.3665771484375 (20.01151235835759) | > loss_duration: 2.140998601913452 (2.1149586645636975) | > loss_1: 33.30071258544922 (33.94212882725275) | > grad_norm_1: tensor(457.6533, device='cuda:0') (tensor(269.3253, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.4316 (0.3704319704236008) | > loader_time: 0.0057 (0.0041579721480842664)  --> TIME: 2024-06-10 19:45:08 -- STEP: 279/330 -- GLOBAL_STEP: 124250 | > loss_disc: 2.266745090484619 (2.2494195862055686) | > loss_disc_real_0: 0.11640124022960663 (0.11378364680221431) | > loss_disc_real_1: 0.22512391209602356 (0.1988994050303668) | > loss_disc_real_2: 0.23404696583747864 (0.21372674832848235) | > loss_disc_real_3: 0.2138815075159073 (0.21935023148427302) | > loss_disc_real_4: 0.17636463046073914 (0.212301529489965) | > loss_disc_real_5: 0.17452076077461243 (0.2069564718606224) | > loss_0: 2.266745090484619 (2.2494195862055686) | > grad_norm_0: tensor(16.6393, device='cuda:0') (tensor(25.6430, device='cuda:0')) | > loss_gen: 2.7378454208374023 (2.661499333638016) | > loss_kl: 1.7013658285140991 (1.6032657140472029) | > loss_feat: 7.823389053344727 (7.547423892550999) | > loss_mel: 19.3964786529541 (19.965885722936264) | > loss_duration: 2.1865015029907227 (2.1226582099887215) | > loss_1: 33.8455810546875 (33.90073276506105) | > grad_norm_1: tensor(119.1191, device='cuda:0') (tensor(269.3517, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.4308 (0.376172757063288) | > loader_time: 0.0058 (0.004285708123210512)  --> TIME: 2024-06-10 19:45:20 -- STEP: 304/330 -- GLOBAL_STEP: 124275 | > loss_disc: 2.228863000869751 (2.2519758567214017) | > loss_disc_real_0: 0.12113474309444427 (0.11419204746274964) | > loss_disc_real_1: 0.25318434834480286 (0.19935855342957534) | > loss_disc_real_2: 0.18056084215641022 (0.2138385207049156) | > loss_disc_real_3: 0.21613609790802002 (0.21999577408362375) | > loss_disc_real_4: 0.2243717610836029 (0.2131704096437285) | > loss_disc_real_5: 0.1924818605184555 (0.20730589359606566) | > loss_0: 2.228863000869751 (2.2519758567214017) | > grad_norm_0: tensor(10.8771, device='cuda:0') (tensor(24.9092, device='cuda:0')) | > loss_gen: 2.6909964084625244 (2.6553163661768546) | > loss_kl: 1.646872639656067 (1.6018869645501437) | > loss_feat: 7.929738998413086 (7.549460301273747) | > loss_mel: 19.085956573486328 (19.931576390015447) | > loss_duration: 2.24957275390625 (2.131602465322145) | > loss_1: 33.60313415527344 (33.86984233479753) | > grad_norm_1: tensor(121.1777, device='cuda:0') (tensor(268.1306, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.5038 (0.3843927704974227) | > loader_time: 0.0067 (0.004459737162840994)  --> TIME: 2024-06-10 19:45:48 -- STEP: 329/330 -- GLOBAL_STEP: 124300 | > loss_disc: 2.2500078678131104 (2.255898994153031) | > loss_disc_real_0: 0.17593400180339813 (0.11583423146859129) | > loss_disc_real_1: 0.18420101702213287 (0.199534377428536) | > loss_disc_real_2: 0.19252043962478638 (0.2136996828223434) | > loss_disc_real_3: 0.15691719949245453 (0.2200785711362369) | > loss_disc_real_4: 0.1675378680229187 (0.21390549304093995) | > loss_disc_real_5: 0.2054748833179474 (0.20754305021922276) | > loss_0: 2.2500078678131104 (2.255898994153031) | > grad_norm_0: tensor(9.5779, device='cuda:0') (tensor(23.8108, device='cuda:0')) | > loss_gen: 2.243882656097412 (2.6466300639700373) | > loss_kl: 1.872881293296814 (1.610317365739121) | > loss_feat: 11.71641731262207 (7.639479732803299) | > loss_mel: 20.690011978149414 (19.88858927926756) | > loss_duration: 2.2802276611328125 (2.144346732861368) | > loss_1: 38.80342102050781 (33.92936304782301) | > grad_norm_1: tensor(132.5765, device='cuda:0') (tensor(260.6908, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 13.8278 (0.43948952695156684) | > loader_time: 0.0349 (0.004904977456414593)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1431474685668945 (2.1431474685668945) | > loss_disc_real_0: 0.08629736304283142 (0.08629736304283142) | > loss_disc_real_1: 0.252370685338974 (0.252370685338974) | > loss_disc_real_2: 0.212936669588089 (0.212936669588089) | > loss_disc_real_3: 0.29242953658103943 (0.29242953658103943) | > loss_disc_real_4: 0.23206555843353271 (0.23206555843353271) | > loss_disc_real_5: 0.2237321138381958 (0.2237321138381958) | > loss_0: 2.1431474685668945 (2.1431474685668945) | > loss_gen: 2.7470102310180664 (2.7470102310180664) | > loss_kl: 0.7913873791694641 (0.7913873791694641) | > loss_feat: 8.163797378540039 (8.163797378540039) | > loss_mel: 20.50185775756836 (20.50185775756836) | > loss_duration: 2.7797608375549316 (2.7797608375549316) | > loss_1: 34.98381423950195 (34.98381423950195)  --> STEP: 1 | > loss_disc: 1.9949440956115723 (1.9949440956115723) | > loss_disc_real_0: 0.03904803842306137 (0.03904803842306137) | > loss_disc_real_1: 0.17806749045848846 (0.17806749045848846) | > loss_disc_real_2: 0.14406315982341766 (0.14406315982341766) | > loss_disc_real_3: 0.1708991527557373 (0.1708991527557373) | > loss_disc_real_4: 0.1417182832956314 (0.1417182832956314) | > loss_disc_real_5: 0.10371367633342743 (0.10371367633342743) | > loss_0: 1.9949440956115723 (1.9949440956115723) | > loss_gen: 2.055790424346924 (2.055790424346924) | > loss_kl: 2.402665853500366 (2.402665853500366) | > loss_feat: 6.563016891479492 (6.563016891479492) | > loss_mel: 19.60333824157715 (19.60333824157715) | > loss_duration: 2.4178600311279297 (2.4178600311279297) | > loss_1: 33.04267120361328 (33.04267120361328)  --> STEP: 2 | > loss_disc: 2.2400729656219482 (2.1175085306167603) | > loss_disc_real_0: 0.08799456804990768 (0.06352130323648453) | > loss_disc_real_1: 0.2397879958152771 (0.20892774313688278) | > loss_disc_real_2: 0.2039082944393158 (0.17398572713136673) | > loss_disc_real_3: 0.2666904032230377 (0.2187947779893875) | > loss_disc_real_4: 0.18246828019618988 (0.16209328174591064) | > loss_disc_real_5: 0.28937530517578125 (0.19654449075460434) | > loss_0: 2.2400729656219482 (2.1175085306167603) | > loss_gen: 2.546919584274292 (2.301355004310608) | > loss_kl: 2.2070069313049316 (2.304836392402649) | > loss_feat: 6.024585723876953 (6.293801307678223) | > loss_mel: 21.194171905517578 (20.398755073547363) | > loss_duration: 2.4183926582336426 (2.418126344680786) | > loss_1: 34.391075134277344 (33.71687316894531)  --> STEP: 3 | > loss_disc: 2.0779197216033936 (2.104312260945638) | > loss_disc_real_0: 0.12440495193004608 (0.08381585280100505) | > loss_disc_real_1: 0.18266156315803528 (0.20017234981060028) | > loss_disc_real_2: 0.12405029684305191 (0.15734058370192847) | > loss_disc_real_3: 0.18529756367206573 (0.2076290398836136) | > loss_disc_real_4: 0.2023942619562149 (0.17552694181601206) | > loss_disc_real_5: 0.20296277105808258 (0.19868391752243042) | > loss_0: 2.0779197216033936 (2.104312260945638) | > loss_gen: 2.4773552417755127 (2.3600217501322427) | > loss_kl: 2.2981910705566406 (2.302621285120646) | > loss_feat: 8.610105514526367 (7.0659027099609375) | > loss_mel: 24.370479583740234 (21.722663243611652) | > loss_duration: 2.201658010482788 (2.3459702332814536) | > loss_1: 39.95779037475586 (35.79717890421549)  --> STEP: 4 | > loss_disc: 2.007324457168579 (2.0800653100013733) | > loss_disc_real_0: 0.11076661944389343 (0.09055354446172714) | > loss_disc_real_1: 0.19541707634925842 (0.19898353144526482) | > loss_disc_real_2: 0.1891809105873108 (0.16530066542327404) | > loss_disc_real_3: 0.19616557657718658 (0.20476317405700684) | > loss_disc_real_4: 0.21133898198604584 (0.1844799518585205) | > loss_disc_real_5: 0.23134064674377441 (0.20684809982776642) | > loss_0: 2.007324457168579 (2.0800653100013733) | > loss_gen: 2.744089365005493 (2.4560386538505554) | > loss_kl: 2.2125816345214844 (2.2801113724708557) | > loss_feat: 8.18223762512207 (7.344986438751221) | > loss_mel: 21.01494026184082 (21.545732498168945) | > loss_duration: 2.2696688175201416 (2.3268948793411255) | > loss_1: 36.423519134521484 (35.95376396179199)  --> STEP: 5 | > loss_disc: 2.2087900638580322 (2.105810260772705) | > loss_disc_real_0: 0.06595595180988312 (0.08563402593135834) | > loss_disc_real_1: 0.15142284333705902 (0.18947139382362366) | > loss_disc_real_2: 0.2210056334733963 (0.1764416590332985) | > loss_disc_real_3: 0.2276134043931961 (0.20933322012424468) | > loss_disc_real_4: 0.16348329186439514 (0.18028061985969543) | > loss_disc_real_5: 0.14027951657772064 (0.19353438317775726) | > loss_0: 2.2087900638580322 (2.105810260772705) | > loss_gen: 2.1533772945404053 (2.3955063819885254) | > loss_kl: 2.067033290863037 (2.237495756149292) | > loss_feat: 5.695119857788086 (7.015013122558594) | > loss_mel: 21.00948143005371 (21.4384822845459) | > loss_duration: 2.3751018047332764 (2.3365362644195558) | > loss_1: 33.300113677978516 (35.4230339050293)  --> STEP: 6 | > loss_disc: 2.2177326679229736 (2.12446399529775) | > loss_disc_real_0: 0.06391077488660812 (0.08201348409056664) | > loss_disc_real_1: 0.17851239442825317 (0.18764489392439523) | > loss_disc_real_2: 0.22448454797267914 (0.18444880718986192) | > loss_disc_real_3: 0.3390900194644928 (0.23095935334761938) | > loss_disc_real_4: 0.2626744508743286 (0.19401292502880096) | > loss_disc_real_5: 0.25838497281074524 (0.20434281478325525) | > loss_0: 2.2177326679229736 (2.12446399529775) | > loss_gen: 2.6175379753112793 (2.432511647542318) | > loss_kl: 1.4868595600128174 (2.1123897234598794) | > loss_feat: 6.765109062194824 (6.973362445831299) | > loss_mel: 21.50322723388672 (21.449273109436035) | > loss_duration: 2.1530590057373047 (2.305956721305847) | > loss_1: 34.525794982910156 (35.27349408467611)  --> STEP: 7 | > loss_disc: 2.476499080657959 (2.17475472177778) | > loss_disc_real_0: 0.1034441888332367 (0.0850750133395195) | > loss_disc_real_1: 0.23983025550842285 (0.19509994557925633) | > loss_disc_real_2: 0.1887885183095932 (0.18506876592125213) | > loss_disc_real_3: 0.26650312542915344 (0.2360370350735528) | > loss_disc_real_4: 0.29164403676986694 (0.2079602267060961) | > loss_disc_real_5: 0.2927107512950897 (0.2169668057135173) | > loss_0: 2.476499080657959 (2.17475472177778) | > loss_gen: 2.3220596313476562 (2.4167327880859375) | > loss_kl: 2.6496341228485107 (2.1891389233725413) | > loss_feat: 5.763092517852783 (6.800466741834368) | > loss_mel: 22.999845504760742 (21.67078345162528) | > loss_duration: 2.4482839107513428 (2.326289176940918) | > loss_1: 36.18291473388672 (35.40341132027762)  --> STEP: 8 | > loss_disc: 1.8697986602783203 (2.1366352140903473) | > loss_disc_real_0: 0.11223718523979187 (0.08847028482705355) | > loss_disc_real_1: 0.1400371491909027 (0.18821709603071213) | > loss_disc_real_2: 0.14334000647068024 (0.17985267098993063) | > loss_disc_real_3: 0.1530769020318985 (0.22566701844334602) | > loss_disc_real_4: 0.09885020554065704 (0.19432147406041622) | > loss_disc_real_5: 0.12075448781251907 (0.20494026597589254) | > loss_0: 1.8697986602783203 (2.1366352140903473) | > loss_gen: 2.445925712585449 (2.4203819036483765) | > loss_kl: 1.8981643915176392 (2.1527671068906784) | > loss_feat: 12.279977798461914 (7.485405623912811) | > loss_mel: 23.117450714111328 (21.851616859436035) | > loss_duration: 2.1801955699920654 (2.3080274760723114) | > loss_1: 41.921714782714844 (36.218199253082275)  --> STEP: 9 | > loss_disc: 2.2415549755096436 (2.148292965359158) | > loss_disc_real_0: 0.07726393640041351 (0.08722513500187132) | > loss_disc_real_1: 0.1440255343914032 (0.18330692251523337) | > loss_disc_real_2: 0.1445843130350113 (0.17593396455049515) | > loss_disc_real_3: 0.2509261965751648 (0.2284735937913259) | > loss_disc_real_4: 0.14491412043571472 (0.18883176810211605) | > loss_disc_real_5: 0.15687984228134155 (0.1996002188987202) | > loss_0: 2.2415549755096436 (2.148292965359158) | > loss_gen: 2.1119143962860107 (2.386107736163669) | > loss_kl: 1.1564335823059082 (2.0420633819368152) | > loss_feat: 10.538058280944824 (7.824589252471924) | > loss_mel: 22.75051498413086 (21.951494428846573) | > loss_duration: 2.158454418182373 (2.291408247417874) | > loss_1: 38.71537780761719 (36.49566353691949)  --> STEP: 10 | > loss_disc: 2.4643657207489014 (2.1799002408981325) | > loss_disc_real_0: 0.1373058557510376 (0.09223320707678795) | > loss_disc_real_1: 0.2537418603897095 (0.19035041630268096) | > loss_disc_real_2: 0.24090830981731415 (0.18243139907717704) | > loss_disc_real_3: 0.26702719926834106 (0.2323289543390274) | > loss_disc_real_4: 0.27931609749794006 (0.19788020104169846) | > loss_disc_real_5: 0.2823444902896881 (0.207874646037817) | > loss_0: 2.4643657207489014 (2.1799002408981325) | > loss_gen: 2.4250943660736084 (2.390006399154663) | > loss_kl: 2.197087287902832 (2.0575657725334167) | > loss_feat: 4.514468669891357 (7.493577194213867) | > loss_mel: 14.640955924987793 (21.220440578460693) | > loss_duration: 2.29093074798584 (2.2913604974746704) | > loss_1: 26.068538665771484 (35.45295104980469)  --> STEP: 11 | > loss_disc: 2.451321840286255 (2.204574931751598) | > loss_disc_real_0: 0.09298717975616455 (0.09230175004764037) | > loss_disc_real_1: 0.15972276031970978 (0.18756608394059268) | > loss_disc_real_2: 0.1734798103570938 (0.1816176182844422) | > loss_disc_real_3: 0.3077992796897888 (0.23918989300727844) | > loss_disc_real_4: 0.22807803750038147 (0.20062545890157873) | > loss_disc_real_5: 0.2736586034297943 (0.21385500580072403) | > loss_0: 2.451321840286255 (2.204574931751598) | > loss_gen: 2.0440943241119385 (2.3585598468780518) | > loss_kl: 2.020369291305542 (2.0541842742399736) | > loss_feat: 6.612859725952148 (7.4135119698264385) | > loss_mel: 21.10344123840332 (21.209804274819113) | > loss_duration: 2.379549026489258 (2.2993776364759966) | > loss_1: 34.160316467285156 (35.33543881503019)  --> STEP: 12 | > loss_disc: 2.2991371154785156 (2.2124551137288413) | > loss_disc_real_0: 0.05655236542224884 (0.08932263466219108) | > loss_disc_real_1: 0.21184523403644562 (0.18958934644858041) | > loss_disc_real_2: 0.15690304338932037 (0.1795580703765154) | > loss_disc_real_3: 0.29423466324806213 (0.2437769571940104) | > loss_disc_real_4: 0.16412833333015442 (0.1975840317706267) | > loss_disc_real_5: 0.22099000215530396 (0.21444958883027235) | > loss_0: 2.2991371154785156 (2.2124551137288413) | > loss_gen: 2.131028652191162 (2.3395989139874778) | > loss_kl: 2.0037429332733154 (2.0499808291594186) | > loss_feat: 7.1189045906066895 (7.388961354891459) | > loss_mel: 20.61150550842285 (21.15994604428609) | > loss_duration: 2.193237781524658 (2.290532648563385) | > loss_1: 34.05842208862305 (35.229020754496254)  --> STEP: 13 | > loss_disc: 2.1625349521636963 (2.208615101300753) | > loss_disc_real_0: 0.08805139362812042 (0.08922484689033948) | > loss_disc_real_1: 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loss_disc_real_4: 0.17614196240901947 (0.19575112951653345) | > loss_disc_real_5: 0.2143523097038269 (0.21455964925033705) | > loss_0: 2.305954933166504 (2.215567946434021) | > loss_gen: 2.0797183513641357 (2.318541850362505) | > loss_kl: 2.465988874435425 (2.1031613435064043) | > loss_feat: 7.967002868652344 (7.40683685030256) | > loss_mel: 19.620115280151367 (20.884063243865967) | > loss_duration: 2.3845815658569336 (2.2858740091323853) | > loss_1: 34.51741027832031 (34.9984782082694)  --> STEP: 15 | > loss_disc: 2.6091079711914062 (2.2418039480845136) | > loss_disc_real_0: 0.1306593418121338 (0.09164140075445175) | > loss_disc_real_1: 0.2623691260814667 (0.195126011967659) | > loss_disc_real_2: 0.16789130866527557 (0.17369560152292252) | > loss_disc_real_3: 0.27232626080513 (0.24462384978930155) | > loss_disc_real_4: 0.23691396415233612 (0.19849531849225363) | > loss_disc_real_5: 0.24727600812911987 (0.21674073984225592) | > loss_0: 2.6091079711914062 (2.2418039480845136) | > loss_gen: 2.0914316177368164 (2.303401168187459) | > loss_kl: 2.2611427307128906 (2.113693435986837) | > loss_feat: 6.319267272949219 (7.334332211812337) | > loss_mel: 20.353599548339844 (20.848698997497557) | > loss_duration: 2.3033413887023926 (2.287038501103719) | > loss_1: 33.32878112792969 (34.88716506958008)  --> STEP: 16 | > loss_disc: 2.2023324966430664 (2.239336982369423) | > loss_disc_real_0: 0.040734805166721344 (0.0884597385302186) | > loss_disc_real_1: 0.2028627097606659 (0.19560955557972193) | > loss_disc_real_2: 0.15879076719284058 (0.1727640493772924) | > loss_disc_real_3: 0.17940883338451385 (0.24054791126400232) | > loss_disc_real_4: 0.14885404706001282 (0.19539273902773857) | > loss_disc_real_5: 0.16218608617782593 (0.21333107398822904) | > loss_0: 2.2023324966430664 (2.239336982369423) | > loss_gen: 2.1221160888671875 (2.2920708507299423) | > loss_kl: 1.7283506393432617 (2.0896095111966133) | > loss_feat: 8.500541687011719 (7.407220304012299) | > loss_mel: 20.21030616760254 (20.80879944562912) | > loss_duration: 2.371434211730957 (2.2923132330179214) | > loss_1: 34.93274688720703 (34.89001393318176)  --> STEP: 17 | > loss_disc: 2.5197596549987793 (2.2558324337005615) | > loss_disc_real_0: 0.12404217571020126 (0.09055282307021759) | > loss_disc_real_1: 0.1985614001750946 (0.1957831934970968) | > loss_disc_real_2: 0.19958366453647614 (0.17434167379842086) | > loss_disc_real_3: 0.28678345680236816 (0.24326764923684738) | > loss_disc_real_4: 0.21527914702892303 (0.1965625277336906) | > loss_disc_real_5: 0.2117462307214737 (0.21323784791371403) | > loss_0: 2.5197596549987793 (2.2558324337005615) | > loss_gen: 2.122863292694092 (2.2821174649631275) | > loss_kl: 2.1490018367767334 (2.0931031774072086) | > loss_feat: 4.954473972320557 (7.262941108030431) | > loss_mel: 18.80009651184082 (20.690640449523926) | > loss_duration: 2.3577921390533447 (2.296164933372946) | > loss_1: 30.384227752685547 (34.62496768727022)  --> STEP: 18 | > loss_disc: 1.637596607208252 (2.2214859988954334) | > loss_disc_real_0: 0.08398135751485825 (0.0901877416504754) | > loss_disc_real_1: 0.1424567699432373 (0.19282061441077125) | > loss_disc_real_2: 0.09686923027038574 (0.17003764915797445) | > loss_disc_real_3: 0.1212654709815979 (0.23648975044488907) | > loss_disc_real_4: 0.1048431321978569 (0.19146700575947762) | > loss_disc_real_5: 0.11794918775558472 (0.20794403346048462) | > loss_0: 1.637596607208252 (2.2214859988954334) | > loss_gen: 2.6725382804870605 (2.303807510270013) | > loss_kl: 2.214432716369629 (2.0998437073495655) | > loss_feat: 11.199119567871094 (7.48161768913269) | > loss_mel: 22.38689613342285 (20.7848768764072) | > loss_duration: 2.2680015563964844 (2.2946003013186984) | > loss_1: 40.740989685058594 (34.964746687147354)  --> STEP: 19 | > loss_disc: 2.8038220405578613 (2.2521352642460872) | > loss_disc_real_0: 0.1282690167427063 (0.09219201928690861) | > loss_disc_real_1: 0.22014807164669037 (0.19425890163371437) | > loss_disc_real_2: 0.26978787779808044 (0.17528766119166425) | > loss_disc_real_3: 0.28526440262794495 (0.23905683740189201) | > loss_disc_real_4: 0.23924972116947174 (0.19398188551789836) | > loss_disc_real_5: 0.3006186783313751 (0.2128216463484262) | > loss_0: 2.8038220405578613 (2.2521352642460872) | > loss_gen: 1.8914319276809692 (2.2821035322390104) | > loss_kl: 1.2880206108093262 (2.057116175952711) | > loss_feat: 4.239724636077881 (7.310991738971911) | > loss_mel: 18.724489212036133 (20.67643542038767) | > loss_duration: 2.3245882987976074 (2.296178616975483) | > loss_1: 28.4682559967041 (34.62282612449244)  --> STEP: 20 | > loss_disc: 1.9218400716781616 (2.235620504617691) | > loss_disc_real_0: 0.03490239009261131 (0.08932753782719374) | > loss_disc_real_1: 0.15424156188964844 (0.1922580346465111) | > loss_disc_real_2: 0.20288224518299103 (0.17666739039123058) | > loss_disc_real_3: 0.22768765687942505 (0.23848837837576867) | > loss_disc_real_4: 0.177088662981987 (0.19313722439110279) | > loss_disc_real_5: 0.16209691762924194 (0.210285409912467) | > loss_0: 1.9218400716781616 (2.235620504617691) | > loss_gen: 2.670475959777832 (2.3015221536159514) | > loss_kl: 1.5867791175842285 (2.0335993230342866) | > loss_feat: 6.609197616577148 (7.275902032852173) | > loss_mel: 21.78693199157715 (20.731960248947143) | > loss_duration: 2.3220744132995605 (2.297473406791687) | > loss_1: 34.975460052490234 (34.64045782089233)  --> STEP: 21 | > loss_disc: 2.397921323776245 (2.2433491150538125) | > loss_disc_real_0: 0.16688530147075653 (0.09302076466736339) | > loss_disc_real_1: 0.1635867953300476 (0.19089273753620328) | > loss_disc_real_2: 0.2002151906490326 (0.1777887142130307) | > loss_disc_real_3: 0.26928776502609253 (0.2399550158353079) | > loss_disc_real_4: 0.25642961263656616 (0.19615114764088676) | > loss_disc_real_5: 0.2275543361902237 (0.21110773973521732) | > loss_0: 2.397921323776245 (2.2433491150538125) | > loss_gen: 2.340510845184326 (2.3033787579763505) | > loss_kl: 1.5616981983184814 (2.0111278409049627) | > loss_feat: 4.893352031707764 (7.162447270892915) | > loss_mel: 16.069725036621094 (20.509949048360188) | > loss_duration: 2.1148905754089355 (2.288778986249651) | > loss_1: 26.980178833007812 (34.27568263099307)  --> STEP: 22 | > loss_disc: 1.782335877418518 (2.222393967888572) | > loss_disc_real_0: 0.06484634429216385 (0.09174010919576342) | > loss_disc_real_1: 0.1146770790219307 (0.18742838942191817) | > loss_disc_real_2: 0.06788743287324905 (0.1727932014248588) | > loss_disc_real_3: 0.18460285663604736 (0.23743900859897787) | > loss_disc_real_4: 0.16998915374279022 (0.1949619661000642) | > loss_disc_real_5: 0.17100146412849426 (0.209284727207639) | > loss_0: 1.782335877418518 (2.222393967888572) | > loss_gen: 2.503227710723877 (2.312462801283056) | > loss_kl: 1.9205265045166016 (2.0070095983418557) | > loss_feat: 9.458145141601562 (7.266797174106944) | > loss_mel: 21.805192947387695 (20.568823771043256) | > loss_duration: 2.1548824310302734 (2.2826927791942246) | > loss_1: 37.84197235107422 (34.437786709178575)  --> STEP: 23 | > loss_disc: 2.2739133834838867 (2.2246339424796724) | > loss_disc_real_0: 0.19374564290046692 (0.09617513240031574) | > loss_disc_real_1: 0.2112533003091812 (0.18846425511266873) | > loss_disc_real_2: 0.15613356232643127 (0.17206886929014456) | > loss_disc_real_3: 0.23392829298973083 (0.23728636878988016) | > loss_disc_real_4: 0.22110512852668762 (0.19609862533600433) | > loss_disc_real_5: 0.18801569938659668 (0.2083599868675937) | > loss_0: 2.2739133834838867 (2.2246339424796724) | > loss_gen: 2.338467836380005 (2.3135934549829233) | > loss_kl: 1.9344110488891602 (2.0038531396699995) | > loss_feat: 9.19898796081543 (7.350805469181227) | > loss_mel: 21.480201721191406 (20.608448899310567) | > loss_duration: 2.2563891410827637 (2.2815491427545957) | > loss_1: 37.208457946777344 (34.558250676030696)  --> STEP: 24 | > loss_disc: 2.182553768157959 (2.222880601882934) | > loss_disc_real_0: 0.1220659464597702 (0.09725391631945968) | > loss_disc_real_1: 0.1482388973236084 (0.18678819853812456) | > loss_disc_real_2: 0.1926509290933609 (0.17292645511527857) | > loss_disc_real_3: 0.3366015553474426 (0.24142450156311193) | > loss_disc_real_4: 0.23946185410022736 (0.19790542653451362) | > loss_disc_real_5: 0.32385721802711487 (0.2131723714992404) | > loss_0: 2.182553768157959 (2.222880601882934) | > loss_gen: 2.9341535568237305 (2.339450125892957) | > loss_kl: 1.824217677116394 (1.9963683287302658) | > loss_feat: 7.528726577758789 (7.358218848705292) | > loss_mel: 21.313169479370117 (20.637812256813046) | > loss_duration: 2.437777519226074 (2.288058658440907) | > loss_1: 36.038047790527344 (34.61990888913473)  --> STEP: 25 | > loss_disc: 2.51456880569458 (2.2345481300354) | > loss_disc_real_0: 0.14071349799633026 (0.0989922995865345) | > loss_disc_real_1: 0.2577625811100006 (0.1896271738409996) | > loss_disc_real_2: 0.17456622421741486 (0.172992045879364) | > loss_disc_real_3: 0.21661175787448883 (0.24043199181556701) | > loss_disc_real_4: 0.22917939722537994 (0.19915638536214827) | > loss_disc_real_5: 0.22093404829502106 (0.21348283857107161) | > loss_0: 2.51456880569458 (2.2345481300354) | > loss_gen: 2.1663978099823 (2.332528033256531) | > loss_kl: 2.291961431503296 (2.008192052841187) | > loss_feat: 7.030390739440918 (7.345105724334717) | > loss_mel: 18.603565216064453 (20.5564423751831) | > loss_duration: 2.3236007690429688 (2.2894803428649895) | > loss_1: 32.415916442871094 (34.53174919128418)  --> STEP: 26 | > loss_disc: 2.2736008167266846 (2.2360501564466033) | > loss_disc_real_0: 0.03728781268000603 (0.09661905009012955) | > loss_disc_real_1: 0.12630462646484375 (0.187191691249609) | > loss_disc_real_2: 0.08847570419311523 (0.16974141735296983) | > loss_disc_real_3: 0.07636983692646027 (0.23412190893521675) | > loss_disc_real_4: 0.07065759599208832 (0.1942141242325306) | > loss_disc_real_5: 0.1324169933795929 (0.21036492144832244) | > loss_0: 2.2736008167266846 (2.2360501564466033) | > loss_gen: 1.6822211742401123 (2.3075162309866686) | > loss_kl: 2.05617356300354 (2.010037495539739) | > loss_feat: 14.319568634033203 (7.613354297784658) | > loss_mel: 21.285982131958008 (20.58450159659752) | > loss_duration: 2.2531213760375977 (2.288081921063936) | > loss_1: 41.59706497192383 (34.803492105924164) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025966534247765173 (+0.0002872026883638818) | > avg_loss_disc: 2.2360501564466033 (-0.007587882188650585) | > avg_loss_disc_real_0: 0.09661905009012955 (-0.008013831451535225) | > avg_loss_disc_real_1: 0.187191691249609 (-0.0023737277549046865) | > avg_loss_disc_real_2: 0.16974141735296983 (-0.0784339108146154) | > avg_loss_disc_real_3: 0.23412190893521675 (+0.0015540504111693498) | > avg_loss_disc_real_4: 0.1942141242325306 (-0.015555963779871285) | > avg_loss_disc_real_5: 0.21036492144832244 (-0.05253240208213136) | > avg_loss_0: 2.2360501564466033 (-0.007587882188650585) | > avg_loss_gen: 2.3075162309866686 (-0.28522648719640875) | > avg_loss_kl: 2.010037495539739 (+0.06438792210358901) | > avg_loss_feat: 7.613354297784658 (+0.29975883777324963) | > avg_loss_mel: 20.58450159659752 (+0.5026907920837402) | > avg_loss_duration: 2.288081921063936 (+0.011524539727430394) | > avg_loss_1: 34.803492105924164 (+0.5931360538189239)  > EPOCH: 110/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:45:53)   --> TIME: 2024-06-10 19:46:02 -- STEP: 24/330 -- GLOBAL_STEP: 124325 | > loss_disc: 2.22347092628479 (2.310115277767181) | > loss_disc_real_0: 0.1127435490489006 (0.12114929811408122) | > loss_disc_real_1: 0.16436690092086792 (0.2019951082766056) | > loss_disc_real_2: 0.24018976092338562 (0.2240878064185381) | > loss_disc_real_3: 0.2042272388935089 (0.22735163383185863) | > loss_disc_real_4: 0.20054903626441956 (0.21869361214339733) | > loss_disc_real_5: 0.17542055249214172 (0.21343757460514703) | > loss_0: 2.22347092628479 (2.310115277767181) | > grad_norm_0: tensor(6.3309, device='cuda:0') (tensor(11.2805, device='cuda:0')) | > loss_gen: 2.433830976486206 (2.5696701407432556) | > loss_kl: 1.8347581624984741 (1.6261373708645503) | > loss_feat: 7.765956401824951 (6.986295580863953) | > loss_mel: 19.868026733398438 (20.244795481363933) | > loss_duration: 2.0621917247772217 (2.178599119186402) | > loss_1: 33.96476364135742 (33.60549751917521) | > grad_norm_1: tensor(95.7574, device='cuda:0') (tensor(119.6179, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.3431 (0.33807579676310223) | > loader_time: 0.003 (0.002902348836263021)  --> TIME: 2024-06-10 19:46:11 -- STEP: 49/330 -- GLOBAL_STEP: 124350 | > loss_disc: 2.1395411491394043 (2.2727940325834313) | > loss_disc_real_0: 0.14481627941131592 (0.11711671340222261) | > loss_disc_real_1: 0.20545096695423126 (0.20169302425822433) | > loss_disc_real_2: 0.16648311913013458 (0.21868957092567365) | > loss_disc_real_3: 0.18996477127075195 (0.22161721544606344) | > loss_disc_real_4: 0.18374739587306976 (0.2147430911356089) | > loss_disc_real_5: 0.1832830309867859 (0.21188843159043058) | > loss_0: 2.1395411491394043 (2.2727940325834313) | > grad_norm_0: tensor(8.4006, device='cuda:0') (tensor(10.9529, device='cuda:0')) | > loss_gen: 2.761420726776123 (2.6067325241711674) | > loss_kl: 1.504339575767517 (1.6286611411036278) | > loss_feat: 7.758625507354736 (7.155464454573028) | > loss_mel: 19.093629837036133 (20.214303425380148) | > loss_duration: 2.0318984985351562 (2.1232698206998872) | > loss_1: 33.1499137878418 (33.7284313902563) | > grad_norm_1: tensor(160.3034, device='cuda:0') (tensor(130.8745, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.347 (0.34052954887857245) | > loader_time: 0.0033 (0.0031028280452806123)  --> TIME: 2024-06-10 19:46:20 -- STEP: 74/330 -- GLOBAL_STEP: 124375 | > loss_disc: 2.423520803451538 (2.2691170363812825) | > loss_disc_real_0: 0.13700291514396667 (0.11600997258682509) | > loss_disc_real_1: 0.18817412853240967 (0.20125430641142097) | > loss_disc_real_2: 0.22339409589767456 (0.21797876583563314) | > loss_disc_real_3: 0.24514348804950714 (0.22189204133040197) | > loss_disc_real_4: 0.2396310567855835 (0.2141063420756443) | > loss_disc_real_5: 0.2136697918176651 (0.21153625745225596) | > loss_0: 2.423520803451538 (2.2691170363812825) | > grad_norm_0: tensor(6.8282, device='cuda:0') (tensor(10.9778, device='cuda:0')) | > loss_gen: 2.582805633544922 (2.602776498407931) | > loss_kl: 1.6152902841567993 (1.633985422752999) | > loss_feat: 7.269841194152832 (7.229758172421842) | > loss_mel: 20.153371810913086 (20.19463915438265) | > loss_duration: 1.9880197048187256 (2.100476157020879) | > loss_1: 33.60932922363281 (33.761635651459564) | > grad_norm_1: tensor(230.5057, device='cuda:0') (tensor(144.1405, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.3668 (0.3473968860265371) | > loader_time: 0.0035 (0.0032907305537043384)  --> TIME: 2024-06-10 19:46:30 -- STEP: 99/330 -- GLOBAL_STEP: 124400 | > loss_disc: 2.24021053314209 (2.264178837188567) | > loss_disc_real_0: 0.17021672427654266 (0.11532044245137109) | > loss_disc_real_1: 0.21448083221912384 (0.2021183263171803) | > loss_disc_real_2: 0.20350590348243713 (0.21621363406831567) | > loss_disc_real_3: 0.20263735949993134 (0.22230288491706657) | > loss_disc_real_4: 0.21186183393001556 (0.2133169693477226) | > loss_disc_real_5: 0.23128585517406464 (0.21227641493985147) | > loss_0: 2.24021053314209 (2.264178837188567) | > grad_norm_0: tensor(15.8946, device='cuda:0') (tensor(11.6671, device='cuda:0')) | > loss_gen: 2.517139434814453 (2.6061902551939995) | > loss_kl: 1.587775468826294 (1.6387430874988287) | > loss_feat: 7.076519966125488 (7.254164676473598) | > loss_mel: 19.725236892700195 (20.136019080576254) | > loss_duration: 2.0862314701080322 (2.093328616835854) | > loss_1: 32.99290466308594 (33.72844595860954) | > grad_norm_1: tensor(146.9415, device='cuda:0') (tensor(152.1326, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.3555 (0.35584296602191345) | > loader_time: 0.0036 (0.0034100335053723263)  --> TIME: 2024-06-10 19:46:39 -- STEP: 124/330 -- GLOBAL_STEP: 124425 | > loss_disc: 2.278776168823242 (2.2704039946679146) | > loss_disc_real_0: 0.14369548857212067 (0.1161237815094571) | > loss_disc_real_1: 0.1812724769115448 (0.20154811093403446) | > loss_disc_real_2: 0.20338864624500275 (0.2153982503279563) | > loss_disc_real_3: 0.1792241781949997 (0.22185158753587353) | > loss_disc_real_4: 0.18808090686798096 (0.2136868987112276) | > loss_disc_real_5: 0.1861531138420105 (0.21108906523835275) | > loss_0: 2.278776168823242 (2.2704039946679146) | > grad_norm_0: tensor(7.1796, device='cuda:0') (tensor(11.4565, device='cuda:0')) | > loss_gen: 2.6478545665740967 (2.6004535305884575) | > loss_kl: 1.584214687347412 (1.6333091653162433) | > loss_feat: 8.03596305847168 (7.258773392246615) | > loss_mel: 20.851045608520508 (20.11285737253003) | > loss_duration: 2.0871798992156982 (2.091655620644168) | > loss_1: 35.206260681152344 (33.69704937165783) | > grad_norm_1: tensor(145.0273, device='cuda:0') (tensor(149.1880, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.3903 (0.359896759833059) | > loader_time: 0.0035 (0.00353767987220518)  --> TIME: 2024-06-10 19:46:49 -- STEP: 149/330 -- GLOBAL_STEP: 124450 | > loss_disc: 2.2071218490600586 (2.2699405858980732) | > loss_disc_real_0: 0.11072756350040436 (0.11666116663473565) | > loss_disc_real_1: 0.18804004788398743 (0.20154288601155243) | > loss_disc_real_2: 0.21411459147930145 (0.2153620035856362) | > loss_disc_real_3: 0.24807870388031006 (0.22195994043910264) | > loss_disc_real_4: 0.22037449479103088 (0.2138907813385829) | > loss_disc_real_5: 0.1875617802143097 (0.2110483518382847) | > loss_0: 2.2071218490600586 (2.2699405858980732) | > grad_norm_0: tensor(17.5841, device='cuda:0') (tensor(11.7172, device='cuda:0')) | > loss_gen: 2.7632758617401123 (2.603103959320376) | > loss_kl: 1.5919837951660156 (1.6315076343165151) | > loss_feat: 7.115988731384277 (7.284672909935049) | > loss_mel: 20.37769889831543 (20.124414341561735) | > loss_duration: 2.0925674438476562 (2.091979112401105) | > loss_1: 33.94151306152344 (33.73567812874811) | > grad_norm_1: tensor(286.8505, device='cuda:0') (tensor(159.4011, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.3814 (0.36156464583121684) | > loader_time: 0.0045 (0.003630142083904086)  --> TIME: 2024-06-10 19:46:58 -- STEP: 174/330 -- GLOBAL_STEP: 124475 | > loss_disc: 2.148479461669922 (2.263424088215007) | > loss_disc_real_0: 0.08181241899728775 (0.11679028355698476) | > loss_disc_real_1: 0.17259250581264496 (0.20048821195103647) | > loss_disc_real_2: 0.1967707872390747 (0.21558062920625182) | > loss_disc_real_3: 0.2289680391550064 (0.22149329675340104) | > loss_disc_real_4: 0.18734218180179596 (0.21331388092246548) | > loss_disc_real_5: 0.18866375088691711 (0.20974753120507317) | > loss_0: 2.148479461669922 (2.263424088215007) | > grad_norm_0: tensor(18.0135, device='cuda:0') (tensor(12.2603, device='cuda:0')) | > loss_gen: 2.698718786239624 (2.607559301387304) | > loss_kl: 1.5397394895553589 (1.6221862497000865) | > loss_feat: 7.955262184143066 (7.295129386858008) | > loss_mel: 20.337326049804688 (20.07581806182861) | > loss_duration: 2.177164077758789 (2.0947882670095597) | > loss_1: 34.708213806152344 (33.69548140997171) | > grad_norm_1: tensor(294.2483, device='cuda:0') (tensor(167.4397, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.3769 (0.36328965768046756) | > loader_time: 0.0041 (0.003750727094452956)  --> TIME: 2024-06-10 19:47:08 -- STEP: 199/330 -- GLOBAL_STEP: 124500 | > loss_disc: 2.1639561653137207 (2.260951510625869) | > loss_disc_real_0: 0.1396634876728058 (0.11689269235685243) | > loss_disc_real_1: 0.17507296800613403 (0.20060003702364967) | > loss_disc_real_2: 0.187225803732872 (0.21506571455217485) | > loss_disc_real_3: 0.22408847510814667 (0.2219016759389609) | > loss_disc_real_4: 0.19050605595111847 (0.2135736644268036) | > loss_disc_real_5: 0.16933514177799225 (0.20961755903521975) | > loss_0: 2.1639561653137207 (2.260951510625869) | > grad_norm_0: tensor(42.3918, device='cuda:0') (tensor(14.0887, device='cuda:0')) | > loss_gen: 2.5431106090545654 (2.6168982970654655) | > loss_kl: 1.5141937732696533 (1.6169595305045052) | > loss_feat: 7.101872444152832 (7.3361739057991375) | > loss_mel: 20.201759338378906 (20.06283079559479) | > loss_duration: 2.2356512546539307 (2.1008479816829735) | > loss_1: 33.596588134765625 (33.73371061967243) | > grad_norm_1: tensor(181.5918, device='cuda:0') (tensor(182.2650, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.378 (0.3654099840614664) | > loader_time: 0.0048 (0.0038733314629176147) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_124500.pth  --> TIME: 2024-06-10 19:47:23 -- STEP: 224/330 -- GLOBAL_STEP: 124525 | > loss_disc: 2.091735601425171 (2.2535668084664016) | > loss_disc_real_0: 0.059553131461143494 (0.11466138133047414) | > loss_disc_real_1: 0.19093872606754303 (0.20050200946362948) | > loss_disc_real_2: 0.22674594819545746 (0.21440578152292541) | > loss_disc_real_3: 0.23168085515499115 (0.2212675494541015) | > loss_disc_real_4: 0.20324279367923737 (0.21196749746533378) | > loss_disc_real_5: 0.21853144466876984 (0.20916489897561924) | > loss_0: 2.091735601425171 (2.2535668084664016) | > grad_norm_0: tensor(20.0768, device='cuda:0') (tensor(15.8844, device='cuda:0')) | > loss_gen: 2.8472342491149902 (2.632029438657419) | > loss_kl: 1.5590465068817139 (1.6095885826008665) | > loss_feat: 8.167802810668945 (7.384036513311522) | > loss_mel: 20.514026641845703 (20.030199076448163) | > loss_duration: 2.2197413444519043 (2.1061572256897176) | > loss_1: 35.3078498840332 (33.7620109575135) | > grad_norm_1: tensor(209.8792, device='cuda:0') (tensor(186.2590, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.4005 (0.37001546153000425) | > loader_time: 0.0055 (0.004044378442423682)  --> TIME: 2024-06-10 19:47:33 -- STEP: 249/330 -- GLOBAL_STEP: 124550 | > loss_disc: 2.2196226119995117 (2.253987106932216) | > loss_disc_real_0: 0.1283317506313324 (0.11413357357483313) | > loss_disc_real_1: 0.2305711954832077 (0.20075344369114637) | > loss_disc_real_2: 0.2313244640827179 (0.2145303780414972) | > loss_disc_real_3: 0.21676382422447205 (0.22097983872555346) | > loss_disc_real_4: 0.19067953526973724 (0.21332587457325564) | > loss_disc_real_5: 0.23212727904319763 (0.2096473954049459) | > loss_0: 2.2196226119995117 (2.253987106932216) | > grad_norm_0: tensor(16.8444, device='cuda:0') (tensor(17.9637, device='cuda:0')) | > loss_gen: 2.9465010166168213 (2.6443873303961074) | > loss_kl: 1.5275310277938843 (1.6038858095804855) | > loss_feat: 8.057982444763184 (7.413840383889685) | > loss_mel: 20.39879608154297 (20.00039254613669) | > loss_duration: 2.1641058921813965 (2.112657027550969) | > loss_1: 35.09491729736328 (33.77516319857061) | > grad_norm_1: tensor(248.8228, device='cuda:0') (tensor(202.1778, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.4113 (0.37422212730928595) | > loader_time: 0.0062 (0.004184518951967536)  --> TIME: 2024-06-10 19:47:44 -- STEP: 274/330 -- GLOBAL_STEP: 124575 | > loss_disc: 2.2519912719726562 (2.2550862501137456) | > loss_disc_real_0: 0.13173465430736542 (0.11466181429143804) | > loss_disc_real_1: 0.1837160438299179 (0.20111373153916234) | > loss_disc_real_2: 0.16985632479190826 (0.21422978876716028) | > loss_disc_real_3: 0.25926539301872253 (0.2211366860862196) | > loss_disc_real_4: 0.23718243837356567 (0.2137945419462928) | > loss_disc_real_5: 0.2594412863254547 (0.2098870576515685) | > loss_0: 2.2519912719726562 (2.2550862501137456) | > grad_norm_0: tensor(20.8765, device='cuda:0') (tensor(18.8594, device='cuda:0')) | > loss_gen: 2.7549960613250732 (2.6412639791948074) | > loss_kl: 1.764687418937683 (1.6054208008912363) | > loss_feat: 7.35385274887085 (7.424829296822096) | > loss_mel: 19.68558692932129 (19.967598615771664) | > loss_duration: 2.175388813018799 (2.119315255732432) | > loss_1: 33.73451232910156 (33.7584280515239) | > grad_norm_1: tensor(444.9889, device='cuda:0') (tensor(218.3592, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.4446 (0.37898772563377436) | > loader_time: 0.0063 (0.004342037395839272)  --> TIME: 2024-06-10 19:47:56 -- STEP: 299/330 -- GLOBAL_STEP: 124600 | > loss_disc: 2.2951128482818604 (2.25585833082231) | > loss_disc_real_0: 0.1666824370622635 (0.11528174525569115) | > loss_disc_real_1: 0.18567053973674774 (0.20141452147211117) | > loss_disc_real_2: 0.20387990772724152 (0.21400893880770755) | > loss_disc_real_3: 0.24411273002624512 (0.2208047677142963) | > loss_disc_real_4: 0.22921358048915863 (0.2138153732221661) | > loss_disc_real_5: 0.20289497077465057 (0.20950505825189444) | > loss_0: 2.2951128482818604 (2.25585833082231) | > grad_norm_0: tensor(11.7652, device='cuda:0') (tensor(19.2732, device='cuda:0')) | > loss_gen: 2.6417529582977295 (2.6379685409890374) | > loss_kl: 1.668588399887085 (1.6071022497770382) | > loss_feat: 7.961151599884033 (7.443555881347146) | > loss_mel: 20.648340225219727 (19.930751679334357) | > loss_duration: 2.2713921070098877 (2.128336592661497) | > loss_1: 35.191226959228516 (33.747715047370605) | > grad_norm_1: tensor(83.4370, device='cuda:0') (tensor(228.1174, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.4667 (0.3856333601833586) | > loader_time: 0.0074 (0.004515249992294055)  --> TIME: 2024-06-10 19:48:10 -- STEP: 324/330 -- GLOBAL_STEP: 124625 | > loss_disc: 2.351055383682251 (2.25926297424752) | > loss_disc_real_0: 0.1396263837814331 (0.116008612971155) | > loss_disc_real_1: 0.12500470876693726 (0.2028637370209635) | > loss_disc_real_2: 0.23852357268333435 (0.21367784791890485) | > loss_disc_real_3: 0.2562771141529083 (0.22078060087414436) | > loss_disc_real_4: 0.21572723984718323 (0.2137738377039815) | > loss_disc_real_5: 0.24473276734352112 (0.20958821337532113) | > loss_0: 2.351055383682251 (2.25926297424752) | > grad_norm_0: tensor(40.1818, device='cuda:0') (tensor(20.3278, device='cuda:0')) | > loss_gen: 2.3931801319122314 (2.636219321945566) | > loss_kl: 1.932690978050232 (1.6168247582735842) | > loss_feat: 10.964699745178223 (7.510204510924257) | > loss_mel: 19.728515625 (19.91522860232696) | > loss_duration: 2.3140575885772705 (2.1414917887728904) | > loss_1: 37.33314514160156 (33.819969100716634) | > grad_norm_1: tensor(493.6742, device='cuda:0') (tensor(241.2095, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.6172 (0.397257779115512) | > loader_time: 0.0091 (0.004768043388555078)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.650315046310425 (2.650315046310425) | > loss_disc_real_0: 0.17630252242088318 (0.17630252242088318) | > loss_disc_real_1: 0.17770881950855255 (0.17770881950855255) | > loss_disc_real_2: 0.263253390789032 (0.263253390789032) | > loss_disc_real_3: 0.34972861409187317 (0.34972861409187317) | > loss_disc_real_4: 0.37138786911964417 (0.37138786911964417) | > loss_disc_real_5: 0.2965567708015442 (0.2965567708015442) | > loss_0: 2.650315046310425 (2.650315046310425) | > loss_gen: 2.494067668914795 (2.494067668914795) | > loss_kl: 1.041865348815918 (1.041865348815918) | > loss_feat: 5.299060821533203 (5.299060821533203) | > loss_mel: 16.86915397644043 (16.86915397644043) | > loss_duration: 2.8616580963134766 (2.8616580963134766) | > loss_1: 28.565805435180664 (28.565805435180664)  --> STEP: 1 | > loss_disc: 2.2798519134521484 (2.2798519134521484) | > loss_disc_real_0: 0.07780590653419495 (0.07780590653419495) | > loss_disc_real_1: 0.20170915126800537 (0.20170915126800537) | > loss_disc_real_2: 0.21140813827514648 (0.21140813827514648) | > loss_disc_real_3: 0.2745231091976166 (0.2745231091976166) | > loss_disc_real_4: 0.25155192613601685 (0.25155192613601685) | > loss_disc_real_5: 0.2967750132083893 (0.2967750132083893) | > loss_0: 2.2798519134521484 (2.2798519134521484) | > loss_gen: 2.5650901794433594 (2.5650901794433594) | > loss_kl: 2.158914804458618 (2.158914804458618) | > loss_feat: 6.01723575592041 (6.01723575592041) | > loss_mel: 20.082149505615234 (20.082149505615234) | > loss_duration: 2.3518619537353516 (2.3518619537353516) | > loss_1: 33.175254821777344 (33.175254821777344)  --> STEP: 2 | > loss_disc: 2.497109889984131 (2.3884809017181396) | > loss_disc_real_0: 0.0652252808213234 (0.07151559367775917) | > loss_disc_real_1: 0.13821233808994293 (0.16996074467897415) | > loss_disc_real_2: 0.2782573103904724 (0.24483272433280945) | > loss_disc_real_3: 0.32125362753868103 (0.2978883683681488) | > loss_disc_real_4: 0.3066004514694214 (0.2790761888027191) | > loss_disc_real_5: 0.3645256757736206 (0.33065034449100494) | > loss_0: 2.497109889984131 (2.3884809017181396) | > loss_gen: 2.612743377685547 (2.588916778564453) | > loss_kl: 2.291944742202759 (2.2254297733306885) | > loss_feat: 6.547076225280762 (6.282155990600586) | > loss_mel: 21.93614387512207 (21.009146690368652) | > loss_duration: 2.4477059841156006 (2.399783968925476) | > loss_1: 35.83561325073242 (34.50543403625488)  --> STEP: 3 | > loss_disc: 2.213120937347412 (2.3300275802612305) | > loss_disc_real_0: 0.03254061937332153 (0.05852393557627996) | > loss_disc_real_1: 0.17567066848278046 (0.17186405261357626) | > loss_disc_real_2: 0.1720595359802246 (0.22057499488194784) | > loss_disc_real_3: 0.2797698676586151 (0.2918488681316376) | > loss_disc_real_4: 0.270273894071579 (0.27614209055900574) | > loss_disc_real_5: 0.31631195545196533 (0.32587088147799176) | > loss_0: 2.213120937347412 (2.3300275802612305) | > loss_gen: 2.8852999210357666 (2.687711159388224) | > loss_kl: 2.3445329666137695 (2.2651308377583823) | > loss_feat: 7.994692325592041 (6.853001435597737) | > loss_mel: 22.117721557617188 (21.378671646118164) | > loss_duration: 2.1857333183288574 (2.3284337520599365) | > loss_1: 37.52798080444336 (35.51294962565104)  --> STEP: 4 | > loss_disc: 2.4813899993896484 (2.367868185043335) | > loss_disc_real_0: 0.0803053006529808 (0.06396927684545517) | > loss_disc_real_1: 0.15692554414272308 (0.16812942549586296) | > loss_disc_real_2: 0.3039059340953827 (0.24140772968530655) | > loss_disc_real_3: 0.2981188893318176 (0.2934163734316826) | > loss_disc_real_4: 0.26688873767852783 (0.27382875233888626) | > loss_disc_real_5: 0.24486905336380005 (0.3056204244494438) | > loss_0: 2.4813899993896484 (2.367868185043335) | > loss_gen: 2.2292239665985107 (2.573089361190796) | > loss_kl: 2.118077516555786 (2.228367507457733) | > loss_feat: 4.984039783477783 (6.385761022567749) | > loss_mel: 18.9735107421875 (20.777381420135498) | > loss_duration: 2.2139639854431152 (2.299816310405731) | > loss_1: 30.518815994262695 (34.264416217803955)  --> STEP: 5 | > loss_disc: 1.973204493522644 (2.2889354467391967) | > loss_disc_real_0: 0.10141462087631226 (0.07145834565162659) | > loss_disc_real_1: 0.15809282660484314 (0.166122105717659) | > loss_disc_real_2: 0.2196633666753769 (0.2370588570833206) | > loss_disc_real_3: 0.23756633698940277 (0.2822463661432266) | > loss_disc_real_4: 0.16372187435626984 (0.251807376742363) | > loss_disc_real_5: 0.163704052567482 (0.27723715007305144) | > loss_0: 1.973204493522644 (2.2889354467391967) | > loss_gen: 2.568364381790161 (2.572144365310669) | > loss_kl: 1.9540584087371826 (2.173505687713623) | > loss_feat: 6.456139087677002 (6.399836635589599) | > loss_mel: 20.56511878967285 (20.73492889404297) | > loss_duration: 2.3904669284820557 (2.317946434020996) | > loss_1: 33.934146881103516 (34.19836235046387)  --> STEP: 6 | > loss_disc: 2.3706929683685303 (2.3025617003440857) | > loss_disc_real_0: 0.02819989249110222 (0.06424860345820586) | > loss_disc_real_1: 0.15108081698417664 (0.1636152242620786) | > loss_disc_real_2: 0.27277180552482605 (0.24301101515690485) | > loss_disc_real_3: 0.2981695830821991 (0.2849002356330554) | > loss_disc_real_4: 0.30410781502723694 (0.26052411645650864) | > loss_disc_real_5: 0.23364898562431335 (0.26997245599826175) | > loss_0: 2.3706929683685303 (2.3025617003440857) | > loss_gen: 2.3517489433288574 (2.535411794980367) | > loss_kl: 1.8782671689987183 (2.1242992679278054) | > loss_feat: 6.696183681488037 (6.449227809906006) | > loss_mel: 22.104318618774414 (20.963160514831543) | > loss_duration: 2.1136279106140137 (2.283893346786499) | > loss_1: 35.14414596557617 (34.35599295298258)  --> STEP: 7 | > loss_disc: 2.189777374267578 (2.2864496537617276) | > loss_disc_real_0: 0.06734682619571686 (0.06469120670642171) | > loss_disc_real_1: 0.24127773940563202 (0.17470986928258622) | > loss_disc_real_2: 0.26364195346832275 (0.24595829205853598) | > loss_disc_real_3: 0.26346921920776367 (0.2818386618580137) | > loss_disc_real_4: 0.20991821587085724 (0.25329470208712984) | > loss_disc_real_5: 0.22270049154758453 (0.2632193182195936) | > loss_0: 2.189777374267578 (2.2864496537617276) | > loss_gen: 2.692399024963379 (2.5578385421207974) | > loss_kl: 2.6340086460113525 (2.1971148933683122) | > loss_feat: 7.995790958404541 (6.670165402548654) | > loss_mel: 22.93990135192871 (21.24555206298828) | > loss_duration: 2.4738166332244873 (2.311025244849069) | > loss_1: 38.73591613769531 (34.9816962650844)  --> STEP: 8 | > loss_disc: 2.327120304107666 (2.29153348505497) | > loss_disc_real_0: 0.08701395988464355 (0.06748155085369945) | > loss_disc_real_1: 0.13188838958740234 (0.16935718432068825) | > loss_disc_real_2: 0.1861954927444458 (0.2384879421442747) | > loss_disc_real_3: 0.2456488162279129 (0.2773149311542511) | > loss_disc_real_4: 0.26558661460876465 (0.2548311911523342) | > loss_disc_real_5: 0.2658732831478119 (0.2635510638356209) | > loss_0: 2.327120304107666 (2.29153348505497) | > loss_gen: 2.558499813079834 (2.557921200990677) | > loss_kl: 2.560971975326538 (2.2425970286130905) | > loss_feat: 10.69668960571289 (7.173480927944183) | > loss_mel: 21.540597915649414 (21.282432794570923) | > loss_duration: 2.16453218460083 (2.292713612318039) | > loss_1: 39.52128982543945 (35.549145460128784)  --> STEP: 9 | > loss_disc: 2.1213274002075195 (2.2726216978496976) | > loss_disc_real_0: 0.08813856542110443 (0.06977677469452222) | > loss_disc_real_1: 0.16877196729183197 (0.1692921602063709) | > loss_disc_real_2: 0.2927755117416382 (0.24451989432175955) | > loss_disc_real_3: 0.26062074303627014 (0.27546002136336434) | > loss_disc_real_4: 0.23411248624324799 (0.2525291128291024) | > loss_disc_real_5: 0.19101648032665253 (0.2554916656679577) | > loss_0: 2.1213274002075195 (2.2726216978496976) | > loss_gen: 2.7030303478240967 (2.5740444395277233) | > loss_kl: 1.491721510887146 (2.15916641553243) | > loss_feat: 7.835052967071533 (7.246988932291667) | > loss_mel: 21.438289642333984 (21.29975022210015) | > loss_duration: 2.095653772354126 (2.270818074544271) | > loss_1: 35.56374740600586 (35.55076789855957)  --> STEP: 10 | > loss_disc: 2.2039427757263184 (2.2657538056373596) | > loss_disc_real_0: 0.07334398478269577 (0.07013349570333957) | > loss_disc_real_1: 0.18246212601661682 (0.17060915678739547) | > loss_disc_real_2: 0.3022328317165375 (0.25029118806123735) | > loss_disc_real_3: 0.2396816462278366 (0.27188218384981155) | > loss_disc_real_4: 0.1987685114145279 (0.24715305268764495) | > loss_disc_real_5: 0.22278854250907898 (0.25222135335206985) | > loss_0: 2.2039427757263184 (2.2657538056373596) | > loss_gen: 2.5047149658203125 (2.5671114921569824) | > loss_kl: 1.5689477920532227 (2.100144553184509) | > loss_feat: 7.428310871124268 (7.265121126174927) | > loss_mel: 21.27039337158203 (21.29681453704834) | > loss_duration: 2.303769588470459 (2.2741132259368895) | > loss_1: 35.07613754272461 (35.50330486297607)  --> STEP: 11 | > loss_disc: 2.3497769832611084 (2.2733922763304277) | > loss_disc_real_0: 0.036829810589551926 (0.06710588796572252) | > loss_disc_real_1: 0.1511811912059784 (0.16884297809817575) | > loss_disc_real_2: 0.30093318223953247 (0.25489500571380963) | > loss_disc_real_3: 0.3129221498966217 (0.275613089854067) | > loss_disc_real_4: 0.29536592960357666 (0.2515360414981842) | > loss_disc_real_5: 0.3133496940135956 (0.2577784752303904) | > loss_0: 2.3497769832611084 (2.2733922763304277) | > loss_gen: 2.710881233215332 (2.5801814686168325) | > loss_kl: 2.688453435897827 (2.15362717888572) | > loss_feat: 7.840388298034668 (7.31741814179854) | > loss_mel: 19.68024253845215 (21.149853446266867) | > loss_duration: 2.4599123001098633 (2.2910040508617056) | > loss_1: 35.37987518310547 (35.492083982987836)  --> STEP: 12 | > loss_disc: 2.139385938644409 (2.2622250815232596) | > loss_disc_real_0: 0.05602467805147171 (0.06618245380620162) | > loss_disc_real_1: 0.08661369234323502 (0.16199053761859736) | > loss_disc_real_2: 0.23375409841537476 (0.25313326343894005) | > loss_disc_real_3: 0.26806071400642395 (0.2749837252000968) | > loss_disc_real_4: 0.15616430342197418 (0.24358839665850004) | > loss_disc_real_5: 0.14966519176959991 (0.24876903494199118) | > loss_0: 2.139385938644409 (2.2622250815232596) | > loss_gen: 2.202066659927368 (2.5486719012260437) | > loss_kl: 1.2113971710205078 (2.075108011563619) | > loss_feat: 6.348090648651123 (7.236640850702922) | > loss_mel: 19.409347534179688 (21.00481128692627) | > loss_duration: 2.188659906387329 (2.2824753721555076) | > loss_1: 31.359561920166016 (35.14770714441935)  --> STEP: 13 | > loss_disc: 2.0812132358551025 (2.24830109339494) | > loss_disc_real_0: 0.07070200890302658 (0.06653011189057277) | > loss_disc_real_1: 0.0941619724035263 (0.1567729556789765) | > loss_disc_real_2: 0.2694569528102875 (0.25438893185212064) | > loss_disc_real_3: 0.1842755675315857 (0.2680061746102113) | > loss_disc_real_4: 0.17554694414138794 (0.23835443877256834) | > loss_disc_real_5: 0.13286177814006805 (0.239853092111074) | > loss_0: 2.0812132358551025 (2.24830109339494) | > loss_gen: 2.5663859844207764 (2.550034523010254) | > loss_kl: 2.1582460403442383 (2.0815032445467434) | > loss_feat: 7.445892810821533 (7.25273715532743) | > loss_mel: 17.41874885559082 (20.728960330669697) | > loss_duration: 2.1400880813598633 (2.2715225036327658) | > loss_1: 31.72936248779297 (34.88475755544809)  --> STEP: 14 | > loss_disc: 2.3103718757629395 (2.25273472070694) | > loss_disc_real_0: 0.04036134108901024 (0.06466091397617545) | > loss_disc_real_1: 0.10300147533416748 (0.1529321356543473) | > loss_disc_real_2: 0.20659324526786804 (0.2509749542389597) | > loss_disc_real_3: 0.32280027866363525 (0.2719200391854559) | > loss_disc_real_4: 0.3415357172489166 (0.2457245300923075) | > loss_disc_real_5: 0.3232162296772003 (0.2458076019372259) | > loss_0: 2.3103718757629395 (2.25273472070694) | > loss_gen: 2.8346285820007324 (2.5703626700810025) | > loss_kl: 2.597398042678833 (2.11835287298475) | > loss_feat: 7.6025919914245605 (7.277726786477225) | > loss_mel: 22.041309356689453 (20.822699546813965) | > loss_duration: 2.397479295730591 (2.280519417354039) | > loss_1: 37.47340774536133 (35.069661140441895)  --> STEP: 15 | > loss_disc: 2.403919219970703 (2.2628136873245244) | > loss_disc_real_0: 0.10010512173175812 (0.06702386115988096) | > loss_disc_real_1: 0.13093067705631256 (0.15146537174781163) | > loss_disc_real_2: 0.2480526864528656 (0.25078013638655344) | > loss_disc_real_3: 0.2572908103466034 (0.2709447572628657) | > loss_disc_real_4: 0.25234732031822205 (0.2461660494407018) | > loss_disc_real_5: 0.26959046721458435 (0.24739312628904978) | > loss_0: 2.403919219970703 (2.2628136873245244) | > loss_gen: 2.2882838249206543 (2.551557413736979) | > loss_kl: 2.698249340057373 (2.157012637456258) | > loss_feat: 8.025752067565918 (7.327595138549805) | > loss_mel: 21.045015335083008 (20.837520599365234) | > loss_duration: 2.333578586578369 (2.2840566953023274) | > loss_1: 36.3908805847168 (35.157742436726885)  --> STEP: 16 | > loss_disc: 2.312584400177002 (2.2659243568778042) | > loss_disc_real_0: 0.07795809209346771 (0.06770725059323013) | > loss_disc_real_1: 0.09124651551246643 (0.14770169323310256) | > loss_disc_real_2: 0.1410752683877945 (0.243923582136631) | > loss_disc_real_3: 0.20516657829284668 (0.2668336210772395) | > loss_disc_real_4: 0.18815915286540985 (0.24254061840474606) | > loss_disc_real_5: 0.16919691860675812 (0.24250586330890656) | > loss_0: 2.312584400177002 (2.2659243568778042) | > loss_gen: 1.9931585788726807 (2.5166574865579605) | > loss_kl: 2.038444995880127 (2.14960215985775) | > loss_feat: 9.139077186584473 (7.440812766551971) | > loss_mel: 18.708515167236328 (20.704457759857178) | > loss_duration: 2.3682284355163574 (2.2893174290657043) | > loss_1: 34.2474250793457 (35.100847601890564)  --> STEP: 17 | > loss_disc: 2.2814090251922607 (2.266835219719831) | > loss_disc_real_0: 0.05648603290319443 (0.0670471789644045) | > loss_disc_real_1: 0.1912563294172287 (0.1502637306556982) | > loss_disc_real_2: 0.24873600900173187 (0.24420666606987224) | > loss_disc_real_3: 0.35714179277420044 (0.2721458664711784) | > loss_disc_real_4: 0.30859601497650146 (0.24642622996779048) | > loss_disc_real_5: 0.28506070375442505 (0.24500908921746647) | > loss_0: 2.2814090251922607 (2.266835219719831) | > loss_gen: 2.763685703277588 (2.531188558129703) | > loss_kl: 1.8347442150115967 (2.1310811042785645) | > loss_feat: 6.6514410972595215 (7.394379138946533) | > loss_mel: 19.105663299560547 (20.610411026898554) | > loss_duration: 2.349679946899414 (2.292868165408864) | > loss_1: 32.70521545410156 (34.95992806378533)  --> STEP: 18 | > loss_disc: 2.0152478218078613 (2.252858142058055) | > loss_disc_real_0: 0.031173575669527054 (0.06505420100357798) | > loss_disc_real_1: 0.09242641180753708 (0.14705054627524483) | > loss_disc_real_2: 0.20677360892295837 (0.24212705178393257) | > loss_disc_real_3: 0.23418667912483215 (0.2700370227297147) | > loss_disc_real_4: 0.2549822926521301 (0.24690156678358713) | > loss_disc_real_5: 0.1687183380126953 (0.24077071415053475) | > loss_0: 2.0152478218078613 (2.252858142058055) | > loss_gen: 2.6612157821655273 (2.5384122927983603) | > loss_kl: 2.1759073734283447 (2.1335714525646634) | > loss_feat: 9.149847984313965 (7.49190518591139) | > loss_mel: 23.664852142333984 (20.780102199978298) | > loss_duration: 2.179664134979248 (2.2865790526072183) | > loss_1: 39.83148956298828 (35.2305703692966)  --> STEP: 19 | > loss_disc: 2.6173717975616455 (2.272043071295086) | > loss_disc_real_0: 0.08118604123592377 (0.06590324522633302) | > loss_disc_real_1: 0.22029420733451843 (0.15090547580468028) | > loss_disc_real_2: 0.30955320596694946 (0.24567579674093346) | > loss_disc_real_3: 0.30118054151535034 (0.27167615529737976) | > loss_disc_real_4: 0.3251456320285797 (0.251019675480692) | > loss_disc_real_5: 0.3768978416919708 (0.24793529981061033) | > loss_0: 2.6173717975616455 (2.272043071295086) | > loss_gen: 2.4118330478668213 (2.531750227275648) | > loss_kl: 1.8997399806976318 (2.1212645329927144) | > loss_feat: 5.161834716796875 (7.3692698980632585) | > loss_mel: 20.183921813964844 (20.748724284924958) | > loss_duration: 2.2921829223632812 (2.2868739931206954) | > loss_1: 31.949512481689453 (35.05788311205412)  --> STEP: 20 | > loss_disc: 2.301652669906616 (2.2735235512256624) | > loss_disc_real_0: 0.07306148111820221 (0.06626115702092647) | > loss_disc_real_1: 0.1992102414369583 (0.15332071408629416) | > loss_disc_real_2: 0.2919757664203644 (0.24799079522490503) | > loss_disc_real_3: 0.2949349880218506 (0.2728390969336033) | > loss_disc_real_4: 0.22718845307826996 (0.24982811436057087) | > loss_disc_real_5: 0.2533605396747589 (0.24820656180381775) | > loss_0: 2.301652669906616 (2.2735235512256624) | > loss_gen: 2.4494757652282715 (2.527636504173279) | > loss_kl: 1.838850975036621 (2.1071438550949098) | > loss_feat: 6.774101734161377 (7.339511489868164) | > loss_mel: 21.004436492919922 (20.761509895324707) | > loss_duration: 2.377127170562744 (2.2913866519927977) | > loss_1: 34.443992614746094 (35.02718858718872)  --> STEP: 21 | > loss_disc: 2.088820219039917 (2.2647281544549123) | > loss_disc_real_0: 0.02165217511355877 (0.0641369197872423) | > loss_disc_real_1: 0.21356089413166046 (0.15618929408845447) | > loss_disc_real_2: 0.149107426404953 (0.24328206337633587) | > loss_disc_real_3: 0.26194244623184204 (0.272320208804948) | > loss_disc_real_4: 0.21991482377052307 (0.24840367195152097) | > loss_disc_real_5: 0.21935495734214783 (0.24683267587707156) | > loss_0: 2.088820219039917 (2.2647281544549123) | > loss_gen: 2.502650499343872 (2.5264466944194974) | > loss_kl: 1.794854998588562 (2.092272957166036) | > loss_feat: 6.164022445678711 (7.283535821097238) | > loss_mel: 18.283411026000977 (20.643505187261674) | > loss_duration: 2.212160587310791 (2.2876139822460355) | > loss_1: 30.95709991455078 (34.83337484087263)  --> STEP: 22 | > loss_disc: 2.3623063564300537 (2.269163527271964) | > loss_disc_real_0: 0.0637044906616211 (0.06411726391789588) | > loss_disc_real_1: 0.1624668389558792 (0.15647463703697378) | > loss_disc_real_2: 0.18660785257816315 (0.24070596288550983) | > loss_disc_real_3: 0.30011141300201416 (0.2735834453593601) | > loss_disc_real_4: 0.2954483926296234 (0.2505420683459802) | > loss_disc_real_5: 0.2929774522781372 (0.24893016571348364) | > loss_0: 2.3623063564300537 (2.269163527271964) | > loss_gen: 2.4681124687194824 (2.5237951387058604) | > loss_kl: 1.8983409404754639 (2.0834578654982825) | > loss_feat: 5.756548881530762 (7.214127323844216) | > loss_mel: 19.57065200805664 (20.594739133661445) | > loss_duration: 2.1782073974609375 (2.282640955664895) | > loss_1: 31.871862411499023 (34.69876063953746)  --> STEP: 23 | > loss_disc: 2.2037100791931152 (2.266317725181579) | > loss_disc_real_0: 0.0752805843949318 (0.064602625677767) | > loss_disc_real_1: 0.2553567886352539 (0.1607738610195077) | > loss_disc_real_2: 0.2815345525741577 (0.24248111895892932) | > loss_disc_real_3: 0.2611314654350281 (0.2730420549278674) | > loss_disc_real_4: 0.2872265875339508 (0.2521370474411094) | > loss_disc_real_5: 0.25420626997947693 (0.24915956155113553) | > loss_0: 2.2037100791931152 (2.266317725181579) | > loss_gen: 2.83255672454834 (2.5372195554816206) | > loss_kl: 2.2596006393432617 (2.0911162469698032) | > loss_feat: 5.617415428161621 (7.14470506751019) | > loss_mel: 20.273765563964844 (20.58078376106594) | > loss_duration: 2.2757081985473633 (2.2823395314423935) | > loss_1: 33.2590446472168 (34.63616429204526)  --> STEP: 24 | > loss_disc: 2.2486846446990967 (2.265583013494809) | > loss_disc_real_0: 0.0656362920999527 (0.06464569511202474) | > loss_disc_real_1: 0.23009268939495087 (0.16366214553515115) | > loss_disc_real_2: 0.23490332067012787 (0.24216537736356258) | > loss_disc_real_3: 0.1944115161895752 (0.26976578248043853) | > loss_disc_real_4: 0.2018151432275772 (0.2500403014322122) | > loss_disc_real_5: 0.18567541241645813 (0.24651438867052397) | > loss_0: 2.2486846446990967 (2.265583013494809) | > loss_gen: 2.3740954399108887 (2.53042271733284) | > loss_kl: 2.096160411834717 (2.0913264205058413) | > loss_feat: 5.1686601638793945 (7.062369863192241) | > loss_mel: 15.278541564941406 (20.359857002894085) | > loss_duration: 2.362863540649414 (2.285694698492686) | > loss_1: 27.28032112121582 (34.32967082659403)  --> STEP: 25 | > loss_disc: 2.5460617542266846 (2.276802163124084) | > loss_disc_real_0: 0.06549256294965744 (0.06467956982553005) | > loss_disc_real_1: 0.14833436906337738 (0.16304903447628022) | > loss_disc_real_2: 0.23082274198532104 (0.24171167194843293) | > loss_disc_real_3: 0.17294557392597198 (0.2658929741382599) | > loss_disc_real_4: 0.25895950198173523 (0.2503970694541931) | > loss_disc_real_5: 0.22223281860351562 (0.24554312586784363) | > loss_0: 2.5460617542266846 (2.276802163124084) | > loss_gen: 2.075371265411377 (2.5122206592559815) | > loss_kl: 2.392711877822876 (2.103381838798523) | > loss_feat: 7.917410373687744 (7.096571483612061) | > loss_mel: 17.450239181518555 (20.243472290039062) | > loss_duration: 2.3166284561157227 (2.2869320487976075) | > loss_1: 32.15235900878906 (34.24257835388184)  --> STEP: 26 | > loss_disc: 2.8106613159179688 (2.2973352074623103) | > loss_disc_real_0: 0.07877714931964874 (0.06522178442145769) | > loss_disc_real_1: 0.16836555302143097 (0.163253515958786) | > loss_disc_real_2: 0.14332306385040283 (0.2379274947138933) | > loss_disc_real_3: 0.17249949276447296 (0.26230091716234505) | > loss_disc_real_4: 0.18260180950164795 (0.2477895594560183) | > loss_disc_real_5: 0.1852203607559204 (0.24322301951738504) | > loss_0: 2.8106613159179688 (2.2973352074623103) | > loss_gen: 1.8425641059875488 (2.486464637976426) | > loss_kl: 2.1444103717803955 (2.104959859297826) | > loss_feat: 8.945425987243652 (7.167681272213276) | > loss_mel: 19.26335906982422 (20.205775627723106) | > loss_duration: 2.2925877571105957 (2.287149576040415) | > loss_1: 34.488346099853516 (34.25203095949614) --> EVAL PERFORMANCE | > avg_loader_time: 0.002367615699768066 (-0.00022903772500845136) | > avg_loss_disc: 2.2973352074623103 (+0.061285051015707026) | > avg_loss_disc_real_0: 0.06522178442145769 (-0.03139726566867186) | > avg_loss_disc_real_1: 0.163253515958786 (-0.023938175290822983) | > avg_loss_disc_real_2: 0.2379274947138933 (+0.06818607736092347) | > avg_loss_disc_real_3: 0.26230091716234505 (+0.028179008227128294) | > avg_loss_disc_real_4: 0.2477895594560183 (+0.053575435223487705) | > avg_loss_disc_real_5: 0.24322301951738504 (+0.03285809806906259) | > avg_loss_0: 2.2973352074623103 (+0.061285051015707026) | > avg_loss_gen: 2.486464637976426 (+0.17894840698975756) | > avg_loss_kl: 2.104959859297826 (+0.09492236375808671) | > avg_loss_feat: 7.167681272213276 (-0.44567302557138255) | > avg_loss_mel: 20.205775627723106 (-0.3787259688744129) | > avg_loss_duration: 2.287149576040415 (-0.0009323450235210196) | > avg_loss_1: 34.25203095949614 (-0.551461146428025)  > EPOCH: 111/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:48:33)   --> TIME: 2024-06-10 19:48:40 -- STEP: 19/330 -- GLOBAL_STEP: 124650 | > loss_disc: 2.3335981369018555 (2.251475447102597) | > loss_disc_real_0: 0.10066486895084381 (0.09795435753307845) | > loss_disc_real_1: 0.19612739980220795 (0.20180495867603704) | > loss_disc_real_2: 0.2848614752292633 (0.21257341457040688) | > loss_disc_real_3: 0.2515575587749481 (0.22026581277972773) | > loss_disc_real_4: 0.22361375391483307 (0.2128398685078872) | > loss_disc_real_5: 0.21415796875953674 (0.20737238071466746) | > loss_0: 2.3335981369018555 (2.251475447102597) | > grad_norm_0: tensor(20.1867, device='cuda:0') (tensor(14.9170, device='cuda:0')) | > loss_gen: 2.655721426010132 (2.6020476316150867) | > loss_kl: 1.7741341590881348 (1.6768789605090493) | > loss_feat: 7.68644380569458 (7.058435465160169) | > loss_mel: 20.342945098876953 (20.342215588218288) | > loss_duration: 2.0969104766845703 (2.2127441356056616) | > loss_1: 34.55615234375 (33.89232143602872) | > grad_norm_1: tensor(327.2809, device='cuda:0') (tensor(229.3392, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3335 (0.33938002586364746) | > loader_time: 0.003 (0.0031814951645700554)  --> TIME: 2024-06-10 19:48:49 -- STEP: 44/330 -- GLOBAL_STEP: 124675 | > loss_disc: 2.24771785736084 (2.2507546435702923) | > loss_disc_real_0: 0.12832042574882507 (0.10452691990543496) | > loss_disc_real_1: 0.18735933303833008 (0.2025431784039194) | > loss_disc_real_2: 0.21031911671161652 (0.21440246667374263) | > loss_disc_real_3: 0.22589118778705597 (0.2211131788790226) | > loss_disc_real_4: 0.2037574052810669 (0.20911133831197565) | > loss_disc_real_5: 0.183415949344635 (0.21052133596756242) | > loss_0: 2.24771785736084 (2.2507546435702923) | > grad_norm_0: tensor(45.3056, device='cuda:0') (tensor(19.3879, device='cuda:0')) | > loss_gen: 2.5034799575805664 (2.6161675940860403) | > loss_kl: 1.665753960609436 (1.6691619076512076) | > loss_feat: 7.457432746887207 (7.19597158648751) | > loss_mel: 19.623106002807617 (20.175730618563566) | > loss_duration: 2.0007810592651367 (2.131060220978477) | > loss_1: 33.250553131103516 (33.78809161619707) | > grad_norm_1: tensor(420.9481, device='cuda:0') (tensor(251.7234, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3703 (0.3447261344302785) | > loader_time: 0.0033 (0.003241950815374201)  --> TIME: 2024-06-10 19:48:58 -- STEP: 69/330 -- GLOBAL_STEP: 124700 | > loss_disc: 2.2090370655059814 (2.2525843295498165) | > loss_disc_real_0: 0.10982339084148407 (0.10557233272255331) | > loss_disc_real_1: 0.19863589107990265 (0.20042559893234915) | > loss_disc_real_2: 0.19746771454811096 (0.21290950973828635) | > loss_disc_real_3: 0.19467730820178986 (0.2220148141833319) | > loss_disc_real_4: 0.1788112223148346 (0.21047502583351688) | > loss_disc_real_5: 0.15802545845508575 (0.20948715227237646) | > loss_0: 2.2090370655059814 (2.2525843295498165) | > grad_norm_0: tensor(5.3292, device='cuda:0') (tensor(19.3720, device='cuda:0')) | > loss_gen: 2.9188342094421387 (2.627416441406029) | > loss_kl: 1.8158328533172607 (1.6704038519790207) | > loss_feat: 8.3438720703125 (7.302158051642818) | > loss_mel: 18.71856689453125 (20.16489717234736) | > loss_duration: 2.022716760635376 (2.104406018188035) | > loss_1: 33.81982421875 (33.869281326515086) | > grad_norm_1: tensor(92.6211, device='cuda:0') (tensor(243.3306, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.363 (0.3482018519138945) | > loader_time: 0.0034 (0.003312235293181046)  --> TIME: 2024-06-10 19:49:07 -- STEP: 94/330 -- GLOBAL_STEP: 124725 | > loss_disc: 2.2201895713806152 (2.253105574465811) | > loss_disc_real_0: 0.11498494446277618 (0.10696688880945773) | > loss_disc_real_1: 0.16457031667232513 (0.20110673837839288) | > loss_disc_real_2: 0.21430423855781555 (0.21252723529617837) | > loss_disc_real_3: 0.20292097330093384 (0.22248935493383) | > loss_disc_real_4: 0.21318866312503815 (0.21214135878897727) | > loss_disc_real_5: 0.19080962240695953 (0.21002336718300554) | > loss_0: 2.2201895713806152 (2.253105574465811) | > grad_norm_0: tensor(13.1226, device='cuda:0') (tensor(18.7582, device='cuda:0')) | > loss_gen: 2.5600380897521973 (2.6203408672454502) | > loss_kl: 1.661942481994629 (1.6628468531243346) | > loss_feat: 7.473939895629883 (7.318049506938204) | > loss_mel: 20.334104537963867 (20.102715958940216) | > loss_duration: 2.1053245067596436 (2.093960162172926) | > loss_1: 34.13534927368164 (33.797913104929854) | > grad_norm_1: tensor(266.4739, device='cuda:0') (tensor(239.7779, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3381 (0.34995242889891287) | > loader_time: 0.0036 (0.0034006960848544507)  --> TIME: 2024-06-10 19:49:17 -- STEP: 119/330 -- GLOBAL_STEP: 124750 | > loss_disc: 2.102613925933838 (2.2523729460579998) | > loss_disc_real_0: 0.13819363713264465 (0.1081459294347202) | > loss_disc_real_1: 0.1890971064567566 (0.20010874451709396) | > loss_disc_real_2: 0.19164535403251648 (0.2129684699182751) | > loss_disc_real_3: 0.18821993470191956 (0.2219033708341983) | > loss_disc_real_4: 0.18695397675037384 (0.21231170749964834) | > loss_disc_real_5: 0.16560137271881104 (0.20936916004709838) | > loss_0: 2.102613925933838 (2.2523729460579998) | > grad_norm_0: tensor(30.3922, device='cuda:0') (tensor(18.2337, device='cuda:0')) | > loss_gen: 2.6510274410247803 (2.622452727886809) | > loss_kl: 1.7607651948928833 (1.6601271699456608) | > loss_feat: 7.353920936584473 (7.372401125290814) | > loss_mel: 19.456844329833984 (20.12477804232044) | > loss_duration: 2.0579497814178467 (2.0896985120132183) | > loss_1: 33.2805061340332 (33.86945738912633) | > grad_norm_1: tensor(321.9099, device='cuda:0') (tensor(239.4021, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3678 (0.3522861905458595) | > loader_time: 0.0041 (0.003488805113720293)  --> TIME: 2024-06-10 19:49:26 -- STEP: 144/330 -- GLOBAL_STEP: 124775 | > loss_disc: 2.120537519454956 (2.2562544494867316) | > loss_disc_real_0: 0.09844758361577988 (0.10856489640557104) | > loss_disc_real_1: 0.20425651967525482 (0.19961419567051858) | > loss_disc_real_2: 0.22370626032352448 (0.21449697110801935) | > loss_disc_real_3: 0.19439199566841125 (0.22211290802806616) | > loss_disc_real_4: 0.19731086492538452 (0.21262424697892535) | > loss_disc_real_5: 0.17369599640369415 (0.2098720549709267) | > loss_0: 2.120537519454956 (2.2562544494867316) | > grad_norm_0: tensor(18.1076, device='cuda:0') (tensor(17.9361, device='cuda:0')) | > loss_gen: 2.8448002338409424 (2.6190648525953293) | > loss_kl: 1.6798548698425293 (1.6595825735065672) | > loss_feat: 7.669826030731201 (7.365650335947673) | > loss_mel: 19.554014205932617 (20.08133135901558) | > loss_duration: 2.0710620880126953 (2.0903663511077553) | > loss_1: 33.819557189941406 (33.8159953620699) | > grad_norm_1: tensor(231.6612, device='cuda:0') (tensor(237.8624, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3838 (0.3543026546637218) | > loader_time: 0.0039 (0.003601690133412679)  --> TIME: 2024-06-10 19:49:35 -- STEP: 169/330 -- GLOBAL_STEP: 124800 | > loss_disc: 2.2505011558532715 (2.258326512116653) | > loss_disc_real_0: 0.13913461565971375 (0.10979747551785418) | > loss_disc_real_1: 0.19223935902118683 (0.19929565648002737) | > loss_disc_real_2: 0.22710460424423218 (0.2145018516736623) | > loss_disc_real_3: 0.2271295189857483 (0.22259379861622872) | > loss_disc_real_4: 0.19433782994747162 (0.21375137849672307) | > loss_disc_real_5: 0.22852063179016113 (0.21072689192534905) | > loss_0: 2.2505011558532715 (2.258326512116653) | > grad_norm_0: tensor(36.2149, device='cuda:0') (tensor(18.4014, device='cuda:0')) | > loss_gen: 2.6914045810699463 (2.6248718718805253) | > loss_kl: 1.531258225440979 (1.6582066004092877) | > loss_feat: 7.666468620300293 (7.370754086759669) | > loss_mel: 20.012948989868164 (20.07602806768474) | > loss_duration: 2.1209263801574707 (2.0925352439372484) | > loss_1: 34.023006439208984 (33.822395787436605) | > grad_norm_1: tensor(289.4918, device='cuda:0') (tensor(242.1007, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3622 (0.35750356933774347) | > loader_time: 0.0048 (0.003739369691476314)  --> TIME: 2024-06-10 19:49:45 -- STEP: 194/330 -- GLOBAL_STEP: 124825 | > loss_disc: 2.2740225791931152 (2.258168796903081) | > loss_disc_real_0: 0.0840168446302414 (0.11105934760926925) | > loss_disc_real_1: 0.19776935875415802 (0.19995966837885454) | > loss_disc_real_2: 0.20938454568386078 (0.21459979725252723) | > loss_disc_real_3: 0.22161245346069336 (0.22169105017308108) | > loss_disc_real_4: 0.24655450880527496 (0.21215532082565053) | > loss_disc_real_5: 0.20586776733398438 (0.20971054145970294) | > loss_0: 2.2740225791931152 (2.258168796903081) | > grad_norm_0: tensor(14.3572, device='cuda:0') (tensor(20.3492, device='cuda:0')) | > loss_gen: 2.7386972904205322 (2.626097634895561) | > loss_kl: 1.7522838115692139 (1.6580257421916293) | > loss_feat: 7.878590106964111 (7.378090784721768) | > loss_mel: 20.116477966308594 (20.05237948034226) | > loss_duration: 2.104116678237915 (2.0978100994198576) | > loss_1: 34.59016799926758 (33.812403728052544) | > grad_norm_1: tensor(117.6674, device='cuda:0') (tensor(249.4234, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3862 (0.36066156318507264) | > loader_time: 0.005 (0.003910135977047006)  --> TIME: 2024-06-10 19:49:55 -- STEP: 219/330 -- GLOBAL_STEP: 124850 | > loss_disc: 2.213688850402832 (2.2630870080974024) | > loss_disc_real_0: 0.08321679383516312 (0.11123023743498815) | > loss_disc_real_1: 0.21171921491622925 (0.20022237178397506) | > loss_disc_real_2: 0.22731922566890717 (0.21507589648303377) | > loss_disc_real_3: 0.19434471428394318 (0.2224017207481001) | > loss_disc_real_4: 0.19771456718444824 (0.21290016426071184) | > loss_disc_real_5: 0.16405348479747772 (0.20977231275001074) | > loss_0: 2.213688850402832 (2.2630870080974024) | > grad_norm_0: tensor(17.7220, device='cuda:0') (tensor(20.7386, device='cuda:0')) | > loss_gen: 2.6110129356384277 (2.6259971198425993) | > loss_kl: 1.6169979572296143 (1.6591217985980586) | > loss_feat: 8.011881828308105 (7.374182241692391) | > loss_mel: 20.229825973510742 (20.02391904020962) | > loss_duration: 2.1478829383850098 (2.103185202433093) | > loss_1: 34.61760330200195 (33.78640538045808) | > grad_norm_1: tensor(194.3102, device='cuda:0') (tensor(252.1875, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.3971 (0.3643182118733726) | > loader_time: 0.0051 (0.0040563317738711545)  --> TIME: 2024-06-10 19:50:06 -- STEP: 244/330 -- GLOBAL_STEP: 124875 | > loss_disc: 2.487947702407837 (2.262767891414832) | > loss_disc_real_0: 0.1783301681280136 (0.11210022344574576) | > loss_disc_real_1: 0.23333671689033508 (0.20113749771577413) | > loss_disc_real_2: 0.24792873859405518 (0.2150078222888415) | > loss_disc_real_3: 0.2653748393058777 (0.22193642846140704) | > loss_disc_real_4: 0.2691051661968231 (0.2131763066424698) | > loss_disc_real_5: 0.24447564780712128 (0.20939116662398713) | > loss_0: 2.487947702407837 (2.262767891414832) | > grad_norm_0: tensor(66.6919, device='cuda:0') (tensor(21.6334, device='cuda:0')) | > loss_gen: 2.6078450679779053 (2.627302859650284) | > loss_kl: 1.5906068086624146 (1.6592880384843858) | > loss_feat: 6.75924825668335 (7.386148114673427) | > loss_mel: 19.23076629638672 (19.994858366544122) | > loss_duration: 2.097165107727051 (2.110429287445349) | > loss_1: 32.2856330871582 (33.77802660426158) | > grad_norm_1: tensor(454.4734, device='cuda:0') (tensor(261.6459, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.4201 (0.36983908199873144) | > loader_time: 0.006 (0.004216929928201145)  --> TIME: 2024-06-10 19:50:17 -- STEP: 269/330 -- GLOBAL_STEP: 124900 | > loss_disc: 2.364969253540039 (2.2597762971119377) | > loss_disc_real_0: 0.13205567002296448 (0.11129841898121355) | > loss_disc_real_1: 0.23301537334918976 (0.2011966595640856) | > loss_disc_real_2: 0.25511229038238525 (0.21488129256161614) | > loss_disc_real_3: 0.2490883320569992 (0.22211747430957382) | > loss_disc_real_4: 0.2592131495475769 (0.21343418750842708) | > loss_disc_real_5: 0.21266287565231323 (0.2096134306772934) | > loss_0: 2.364969253540039 (2.2597762971119377) | > grad_norm_0: tensor(24.9709, device='cuda:0') (tensor(21.4222, device='cuda:0')) | > loss_gen: 2.696878671646118 (2.6308270519994004) | > loss_kl: 1.6683562994003296 (1.6639470650804087) | > loss_feat: 6.788356781005859 (7.418698800097611) | > loss_mel: 18.177988052368164 (19.944251971617057) | > loss_duration: 2.196866989135742 (2.1168590881567457) | > loss_1: 31.528446197509766 (33.774583901614534) | > grad_norm_1: tensor(357.8396, device='cuda:0') (tensor(265.1823, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.4454 (0.37483439569579635) | > loader_time: 0.0062 (0.004383638445772646)  --> TIME: 2024-06-10 19:50:28 -- STEP: 294/330 -- GLOBAL_STEP: 124925 | > loss_disc: 2.1566989421844482 (2.257205618482057) | > loss_disc_real_0: 0.08595487475395203 (0.11173083863797642) | > loss_disc_real_1: 0.18421784043312073 (0.20124434081672812) | > loss_disc_real_2: 0.19554267823696136 (0.21466483201096653) | > loss_disc_real_3: 0.21799741685390472 (0.2216045010049327) | > loss_disc_real_4: 0.20934651792049408 (0.2132626010143027) | > loss_disc_real_5: 0.20092810690402985 (0.20926574678445345) | > loss_0: 2.1566989421844482 (2.257205618482057) | > grad_norm_0: tensor(30.1455, device='cuda:0') (tensor(21.6660, device='cuda:0')) | > loss_gen: 2.5787100791931152 (2.63178306128703) | > loss_kl: 1.7331033945083618 (1.6647964221279636) | > loss_feat: 8.216180801391602 (7.441078087099555) | > loss_mel: 20.85358428955078 (19.902639823705965) | > loss_duration: 2.2605183124542236 (2.1251803454087703) | > loss_1: 35.642093658447266 (33.7654776346116) | > grad_norm_1: tensor(173.3304, device='cuda:0') (tensor(269.8214, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.4509 (0.3810700445759053) | > loader_time: 0.007 (0.004577285578461733)  --> TIME: 2024-06-10 19:50:41 -- STEP: 319/330 -- GLOBAL_STEP: 124950 | > loss_disc: 2.3086233139038086 (2.2559209490270797) | > loss_disc_real_0: 0.15841475129127502 (0.11169992317226614) | > loss_disc_real_1: 0.22299692034721375 (0.20141692057859195) | > loss_disc_real_2: 0.19277650117874146 (0.2145168648618142) | > loss_disc_real_3: 0.2235797494649887 (0.22113022651978795) | > loss_disc_real_4: 0.2156505435705185 (0.21301830454866713) | > loss_disc_real_5: 0.23600465059280396 (0.2091006408197379) | > loss_0: 2.3086233139038086 (2.2559209490270797) | > grad_norm_0: tensor(34.7534, device='cuda:0') (tensor(22.4069, device='cuda:0')) | > loss_gen: 2.541745901107788 (2.637469125018223) | > loss_kl: 1.7296231985092163 (1.6692243044652908) | > loss_feat: 8.12264347076416 (7.482611408054268) | > loss_mel: 20.294477462768555 (19.856213381297902) | > loss_duration: 2.321352481842041 (2.1376906132623317) | > loss_1: 35.00984191894531 (33.783208763337825) | > grad_norm_1: tensor(261.2085, device='cuda:0') (tensor(277.1393, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.5346 (0.39101971877406017) | > loader_time: 0.0084 (0.004822993353242786)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4061574935913086 (2.4061574935913086) | > loss_disc_real_0: 0.15012864768505096 (0.15012864768505096) | > loss_disc_real_1: 0.16910557448863983 (0.16910557448863983) | > loss_disc_real_2: 0.24156245589256287 (0.24156245589256287) | > loss_disc_real_3: 0.29800769686698914 (0.29800769686698914) | > loss_disc_real_4: 0.3166857957839966 (0.3166857957839966) | > loss_disc_real_5: 0.2895863652229309 (0.2895863652229309) | > loss_0: 2.4061574935913086 (2.4061574935913086) | > loss_gen: 2.672882080078125 (2.672882080078125) | > loss_kl: 1.8835214376449585 (1.8835214376449585) | > loss_feat: 5.625692367553711 (5.625692367553711) | > loss_mel: 19.14508056640625 (19.14508056640625) | > loss_duration: 2.8130435943603516 (2.8130435943603516) | > loss_1: 32.140220642089844 (32.140220642089844)  --> STEP: 1 | > loss_disc: 2.591643810272217 (2.591643810272217) | > loss_disc_real_0: 0.18314895033836365 (0.18314895033836365) | > loss_disc_real_1: 0.22441500425338745 (0.22441500425338745) | > loss_disc_real_2: 0.3198132812976837 (0.3198132812976837) | > loss_disc_real_3: 0.32830241322517395 (0.32830241322517395) | > loss_disc_real_4: 0.306880921125412 (0.306880921125412) | > loss_disc_real_5: 0.40582746267318726 (0.40582746267318726) | > loss_0: 2.591643810272217 (2.591643810272217) | > loss_gen: 2.942664384841919 (2.942664384841919) | > loss_kl: 1.4967331886291504 (1.4967331886291504) | > loss_feat: 4.870308876037598 (4.870308876037598) | > loss_mel: 19.268115997314453 (19.268115997314453) | > loss_duration: 2.3112449645996094 (2.3112449645996094) | > loss_1: 30.889068603515625 (30.889068603515625)  --> STEP: 2 | > loss_disc: 2.599907875061035 (2.595775842666626) | > loss_disc_real_0: 0.10711123794317245 (0.14513009414076805) | > loss_disc_real_1: 0.22649461030960083 (0.22545480728149414) | > loss_disc_real_2: 0.37231409549713135 (0.34606368839740753) | > loss_disc_real_3: 0.38178423047065735 (0.35504332184791565) | > loss_disc_real_4: 0.32223641872406006 (0.314558669924736) | > loss_disc_real_5: 0.31085601449012756 (0.3583417385816574) | > loss_0: 2.599907875061035 (2.595775842666626) | > loss_gen: 2.762028455734253 (2.852346420288086) | > loss_kl: 1.7302229404449463 (1.6134780645370483) | > loss_feat: 6.1556220054626465 (5.512965440750122) | > loss_mel: 20.748252868652344 (20.0081844329834) | > loss_duration: 2.459451198577881 (2.385348081588745) | > loss_1: 33.85557556152344 (32.37232208251953)  --> STEP: 3 | > loss_disc: 2.2600247859954834 (2.483858823776245) | > loss_disc_real_0: 0.13501369953155518 (0.14175796260436377) | > loss_disc_real_1: 0.22046363353729248 (0.2237910827000936) | > loss_disc_real_2: 0.3437117636203766 (0.34527971347173053) | > loss_disc_real_3: 0.20269644260406494 (0.3042610287666321) | > loss_disc_real_4: 0.22800256311893463 (0.28570663432280224) | > loss_disc_real_5: 0.23682545125484467 (0.31783630947271985) | > loss_0: 2.2600247859954834 (2.483858823776245) | > loss_gen: 3.268159866333008 (2.99095090230306) | > loss_kl: 1.6094307899475098 (1.6121289730072021) | > loss_feat: 8.872576713562012 (6.632835865020752) | > loss_mel: 20.753204345703125 (20.256524403889973) | > loss_duration: 2.156799793243408 (2.3091653188069663) | > loss_1: 36.66017150878906 (33.801605224609375)  --> STEP: 4 | > loss_disc: 2.1827313899993896 (2.4085769653320312) | > loss_disc_real_0: 0.06686191260814667 (0.12303395010530949) | > loss_disc_real_1: 0.20891276001930237 (0.22007150202989578) | > loss_disc_real_2: 0.23696757853031158 (0.3182016797363758) | > loss_disc_real_3: 0.3213217854499817 (0.3085262179374695) | > loss_disc_real_4: 0.17430301010608673 (0.25785572826862335) | > loss_disc_real_5: 0.1696958988904953 (0.2808012068271637) | > loss_0: 2.1827313899993896 (2.4085769653320312) | > loss_gen: 2.7454988956451416 (2.9295879006385803) | > loss_kl: 1.3534907102584839 (1.5474694073200226) | > loss_feat: 7.637109756469727 (6.883904337882996) | > loss_mel: 19.19251823425293 (19.990522861480713) | > loss_duration: 2.223102569580078 (2.287649631500244) | > loss_1: 33.15171813964844 (33.63913345336914)  --> STEP: 5 | > loss_disc: 1.9690362215042114 (2.3206688165664673) | > loss_disc_real_0: 0.11593510210514069 (0.12161418050527573) | > loss_disc_real_1: 0.19594132900238037 (0.2152454674243927) | > loss_disc_real_2: 0.21740135550498962 (0.29804161489009856) | > loss_disc_real_3: 0.3062035143375397 (0.3080616772174835) | > loss_disc_real_4: 0.20437991619110107 (0.2471605658531189) | > loss_disc_real_5: 0.22344699501991272 (0.2693303644657135) | > loss_0: 1.9690362215042114 (2.3206688165664673) | > loss_gen: 3.367830753326416 (3.0172364711761475) | > loss_kl: 1.6857993602752686 (1.5751353979110718) | > loss_feat: 7.366203308105469 (6.98036413192749) | > loss_mel: 20.847890853881836 (20.16199645996094) | > loss_duration: 2.4017653465270996 (2.310472774505615) | > loss_1: 35.669490814208984 (34.04520492553711)  --> STEP: 6 | > loss_disc: 2.2524161338806152 (2.3092933694521585) | > loss_disc_real_0: 0.07802650332450867 (0.11434956764181455) | > loss_disc_real_1: 0.22200055420398712 (0.21637131522099176) | > loss_disc_real_2: 0.3181554973125458 (0.3013939286271731) | > loss_disc_real_3: 0.3143867254257202 (0.3091158519188563) | > loss_disc_real_4: 0.35167136788368225 (0.26457903285821277) | > loss_disc_real_5: 0.30771204829216003 (0.2757273117701213) | > loss_0: 2.2524161338806152 (2.3092933694521585) | > loss_gen: 3.377389430999756 (3.077261964480082) | > loss_kl: 1.574592113494873 (1.575044850508372) | > loss_feat: 6.211989402770996 (6.852301677068074) | > loss_mel: 20.731870651245117 (20.256975491841633) | > loss_duration: 2.1365914344787598 (2.281492551167806) | > loss_1: 34.032432556152344 (34.04307619730631)  --> STEP: 7 | > loss_disc: 2.2135026454925537 (2.2956089803150723) | > loss_disc_real_0: 0.07223625481128693 (0.10833338009459632) | > loss_disc_real_1: 0.27250856161117554 (0.22439092184816087) | > loss_disc_real_2: 0.42169055342674255 (0.3185791607413973) | > loss_disc_real_3: 0.24882806837558746 (0.30050331141267506) | > loss_disc_real_4: 0.2643967568874359 (0.2645529934338161) | > loss_disc_real_5: 0.16730202734470367 (0.260237985423633) | > loss_0: 2.2135026454925537 (2.2956089803150723) | > loss_gen: 3.085768461227417 (3.07847717830113) | > loss_kl: 2.9946377277374268 (1.7778438329696655) | > loss_feat: 8.011445999145508 (7.017893723079136) | > loss_mel: 20.11629295349121 (20.236877986363) | > loss_duration: 2.34991192817688 (2.291266747883388) | > loss_1: 36.55805587768555 (34.40235900878906)  --> STEP: 8 | > loss_disc: 2.284266948699951 (2.294191226363182) | > loss_disc_real_0: 0.20669852197170258 (0.1206290228292346) | > loss_disc_real_1: 0.24585692584514618 (0.22707417234778404) | > loss_disc_real_2: 0.31752097606658936 (0.3184468876570463) | > loss_disc_real_3: 0.30006787180900574 (0.3004488814622164) | > loss_disc_real_4: 0.2675153315067291 (0.2649232856929302) | > loss_disc_real_5: 0.18916185200214386 (0.2513534687459469) | > loss_0: 2.284266948699951 (2.294191226363182) | > loss_gen: 3.852200984954834 (3.175192654132843) | > loss_kl: 2.2608418464660645 (1.8382185846567154) | > loss_feat: 9.171183586120605 (7.28705495595932) | > loss_mel: 21.564422607421875 (20.40282106399536) | > loss_duration: 2.1359779834747314 (2.271855652332306) | > loss_1: 38.98462677001953 (34.97514247894287)  --> STEP: 9 | > loss_disc: 2.8621633052825928 (2.3572992351320057) | > loss_disc_real_0: 0.164815291762352 (0.12553860826624763) | > loss_disc_real_1: 0.1829283982515335 (0.22216908633708954) | > loss_disc_real_2: 0.35336434841156006 (0.32232660551865894) | > loss_disc_real_3: 0.40030932426452637 (0.3115444862180286) | > loss_disc_real_4: 0.36360007524490356 (0.2758873734209273) | > loss_disc_real_5: 0.5879368782043457 (0.28875162535243565) | > loss_0: 2.8621633052825928 (2.3572992351320057) | > loss_gen: 2.9435715675354004 (3.1494569778442383) | > loss_kl: 2.031046152114868 (1.8596438699298434) | > loss_feat: 8.603642463684082 (7.433342456817627) | > loss_mel: 21.804222106933594 (20.5585322909885) | > loss_duration: 2.123866081237793 (2.255412366655138) | > loss_1: 37.506351470947266 (35.25638792249892)  --> STEP: 10 | > loss_disc: 2.73728609085083 (2.395297920703888) | > loss_disc_real_0: 0.19846519827842712 (0.13283126726746558) | > loss_disc_real_1: 0.2513437867164612 (0.2250865563750267) | > loss_disc_real_2: 0.3006984293460846 (0.32016378790140154) | > loss_disc_real_3: 0.33098360896110535 (0.3134883984923363) | > loss_disc_real_4: 0.2652871906757355 (0.2748273551464081) | > loss_disc_real_5: 0.24830016493797302 (0.28470647931098936) | > loss_0: 2.73728609085083 (2.395297920703888) | > loss_gen: 2.327958822250366 (3.067307162284851) | > loss_kl: 1.981616497039795 (1.8718411326408386) | > loss_feat: 4.19932746887207 (7.1099409580230715) | > loss_mel: 13.282336235046387 (19.83091268539429) | > loss_duration: 2.268535614013672 (2.2567246913909913) | > loss_1: 24.05977439880371 (34.1367265701294)  --> STEP: 11 | > loss_disc: 2.0502171516418457 (2.3639269416982476) | > loss_disc_real_0: 0.10005439817905426 (0.12985155189579184) | > loss_disc_real_1: 0.16052484512329102 (0.2192173098975962) | > loss_disc_real_2: 0.26976048946380615 (0.3155816698616201) | > loss_disc_real_3: 0.23810476064682007 (0.30663534050638025) | > loss_disc_real_4: 0.20970100164413452 (0.2689067775552923) | > loss_disc_real_5: 0.16999870538711548 (0.2742784998633645) | > loss_0: 2.0502171516418457 (2.3639269416982476) | > loss_gen: 3.261361837387085 (3.084948496385054) | > loss_kl: 2.5877845287323 (1.9369268959218806) | > loss_feat: 8.884564399719238 (7.271270361813632) | > loss_mel: 20.718721389770508 (19.91162256761031) | > loss_duration: 2.3622257709503174 (2.2663156986236572) | > loss_1: 37.81465530395508 (34.471083727749914)  --> STEP: 12 | > loss_disc: 2.3591091632843018 (2.363525460163752) | > loss_disc_real_0: 0.12861788272857666 (0.12974874613185725) | > loss_disc_real_1: 0.16919106245040894 (0.21504845594366392) | > loss_disc_real_2: 0.2634419798851013 (0.3112366956969102) | > loss_disc_real_3: 0.2756252884864807 (0.30405116950472194) | > loss_disc_real_4: 0.2748430669307709 (0.2694014683365822) | > loss_disc_real_5: 0.26365017890930176 (0.27339280645052594) | > loss_0: 2.3591091632843018 (2.363525460163752) | > loss_gen: 2.9954512119293213 (3.0774903893470764) | > loss_kl: 1.8609989881515503 (1.930599570274353) | > loss_feat: 6.421127796173096 (7.200425148010254) | > loss_mel: 21.08566665649414 (20.009459575017292) | > loss_duration: 2.2132492065429688 (2.2618934909502664) | > loss_1: 34.57649612426758 (34.47986809412638)  --> STEP: 13 | > loss_disc: 2.337347984313965 (2.3615118081753073) | > loss_disc_real_0: 0.17594531178474426 (0.13330232810515624) | > loss_disc_real_1: 0.21038347482681274 (0.21468961124236768) | > loss_disc_real_2: 0.3088271915912628 (0.31105134922724503) | > loss_disc_real_3: 0.3479039669036865 (0.3074244616123346) | > loss_disc_real_4: 0.3240298330783844 (0.2736036502397977) | > loss_disc_real_5: 0.2481936514377594 (0.27145440991108233) | > loss_0: 2.337347984313965 (2.3615118081753073) | > loss_gen: 3.1141419410705566 (3.080309739479652) | > loss_kl: 2.060469388961792 (1.9405895563272328) | > loss_feat: 7.4026665687561035 (7.2159821803753195) | > loss_mel: 18.95348358154297 (19.928230652442345) | > loss_duration: 2.098562240600586 (2.249329548615676) | > loss_1: 33.62932205200195 (34.41444147550143)  --> STEP: 14 | > loss_disc: 2.0805106163024902 (2.341440294470106) | > loss_disc_real_0: 0.18880721926689148 (0.13726696318813733) | > loss_disc_real_1: 0.09986718744039536 (0.2064880095422268) | > loss_disc_real_2: 0.22228066623210907 (0.3047105861561639) | > loss_disc_real_3: 0.2895055115222931 (0.3061445366059031) | > loss_disc_real_4: 0.25135403871536255 (0.2720143922737666) | > loss_disc_real_5: 0.2219216674566269 (0.26791635687862125) | > loss_0: 2.0805106163024902 (2.341440294470106) | > loss_gen: 2.958296775817871 (3.0715945277895247) | > loss_kl: 2.3803446292877197 (1.9720006329672677) | > loss_feat: 8.784342765808105 (7.328007936477661) | > loss_mel: 22.244949340820312 (20.093710558755056) | > loss_duration: 2.3604941368103027 (2.2572698763438637) | > loss_1: 38.72842788696289 (34.72258336203439)  --> STEP: 15 | > loss_disc: 2.2852237224578857 (2.3376925230026244) | > loss_disc_real_0: 0.1265781968832016 (0.13655437876780827) | > loss_disc_real_1: 0.15867236256599426 (0.20330029974381128) | > loss_disc_real_2: 0.266885370016098 (0.3021889050801595) | > loss_disc_real_3: 0.28129395842552185 (0.30448783139387764) | > loss_disc_real_4: 0.2536056935787201 (0.2707871456940969) | > loss_disc_real_5: 0.2679498791694641 (0.26791859169801074) | > loss_0: 2.2852237224578857 (2.3376925230026244) | > loss_gen: 2.9598593711853027 (3.0641455173492433) | > loss_kl: 2.3610363006591797 (1.9979363441467286) | > loss_feat: 8.755203247070312 (7.4231542905171715) | > loss_mel: 22.173686981201172 (20.2323756535848) | > loss_duration: 2.268399953842163 (2.258011881510417) | > loss_1: 38.51818084716797 (34.97562319437663)  --> STEP: 16 | > loss_disc: 2.6387696266174316 (2.35650984197855) | > loss_disc_real_0: 0.26446953415870667 (0.14454907597973943) | > loss_disc_real_1: 0.22803522646427155 (0.20484623266384006) | > loss_disc_real_2: 0.3994215428829193 (0.308265944942832) | > loss_disc_real_3: 0.31223589181900024 (0.3049720851704478) | > loss_disc_real_4: 0.2996429204940796 (0.2725906316190958) | > loss_disc_real_5: 0.31314870715141296 (0.2707454739138484) | > loss_0: 2.6387696266174316 (2.35650984197855) | > loss_gen: 2.941871404647827 (3.0565033853054047) | > loss_kl: 1.5649569034576416 (1.9708751291036606) | > loss_feat: 6.952582836151123 (7.393743574619293) | > loss_mel: 20.06399917602539 (20.221852123737335) | > loss_duration: 2.315674066543579 (2.2616157680749893) | > loss_1: 33.83908462524414 (34.90458953380585)  --> STEP: 17 | > loss_disc: 2.310781478881836 (2.3538199382669784) | > loss_disc_real_0: 0.08865185081958771 (0.1412610039114952) | > loss_disc_real_1: 0.20513592660427094 (0.2048632734838654) | > loss_disc_real_2: 0.21246665716171265 (0.3026306927204132) | > loss_disc_real_3: 0.40831759572029114 (0.31105123284985037) | > loss_disc_real_4: 0.3728892207145691 (0.2784905486247119) | > loss_disc_real_5: 0.45207053422927856 (0.28141165393240314) | > loss_0: 2.310781478881836 (2.3538199382669784) | > loss_gen: 3.5024423599243164 (3.0827350896947525) | > loss_kl: 1.7884994745254517 (1.9601471494225895) | > loss_feat: 8.129949569702148 (7.437049809624167) | > loss_mel: 19.04774284362793 (20.152786871966192) | > loss_duration: 2.2904305458068848 (2.263310755000395) | > loss_1: 34.75906753540039 (34.89602941625259)  --> STEP: 18 | > loss_disc: 1.9306950569152832 (2.3303130004141064) | > loss_disc_real_0: 0.07040704041719437 (0.13732467260625628) | > loss_disc_real_1: 0.14650481939315796 (0.20162113714549276) | > loss_disc_real_2: 0.2630726993083954 (0.30043302641974556) | > loss_disc_real_3: 0.18644152581691742 (0.3041284713480208) | > loss_disc_real_4: 0.27694085240364075 (0.27840445439020794) | > loss_disc_real_5: 0.22930075228214264 (0.27851660384072197) | > loss_0: 1.9306950569152832 (2.3303130004141064) | > loss_gen: 3.5526998043060303 (3.10884424050649) | > loss_kl: 2.2276482582092285 (1.9750083221329584) | > loss_feat: 9.641770362854004 (7.559534284803602) | > loss_mel: 25.105932235717773 (20.427961614396835) | > loss_duration: 2.207291841506958 (2.2601985931396484) | > loss_1: 42.7353401184082 (35.33154667748345)  --> STEP: 19 | > loss_disc: 2.313525676727295 (2.329429457062169) | > loss_disc_real_0: 0.2158139944076538 (0.14145568954317192) | > loss_disc_real_1: 0.1870916485786438 (0.20085642722092176) | > loss_disc_real_2: 0.3815610706806183 (0.3047029234861073) | > loss_disc_real_3: 0.2695930004119873 (0.30231081498296636) | > loss_disc_real_4: 0.272356778383255 (0.2780861556529999) | > loss_disc_real_5: 0.224964439868927 (0.27569806889483806) | > loss_0: 2.313525676727295 (2.329429457062169) | > loss_gen: 3.146209955215454 (3.1108108570701196) | > loss_kl: 1.757243037223816 (1.9635469913482666) | > loss_feat: 7.98579216003418 (7.581968909815738) | > loss_mel: 18.38304901123047 (20.32033463528282) | > loss_duration: 2.3225221633911133 (2.2634787810476205) | > loss_1: 33.59481430053711 (35.24013971027575)  --> STEP: 20 | > loss_disc: 2.4117836952209473 (2.333547168970108) | > loss_disc_real_0: 0.17673465609550476 (0.14321963787078856) | > loss_disc_real_1: 0.15928323566913605 (0.1987777676433325) | > loss_disc_real_2: 0.24354901909828186 (0.301645228266716) | > loss_disc_real_3: 0.26813027262687683 (0.3006017878651619) | > loss_disc_real_4: 0.21443264186382294 (0.27490347996354103) | > loss_disc_real_5: 0.26321399211883545 (0.2750738650560379) | > loss_0: 2.4117836952209473 (2.333547168970108) | > loss_gen: 2.4457836151123047 (3.077559494972229) | > loss_kl: 1.6063461303710938 (1.945686948299408) | > loss_feat: 5.873530864715576 (7.49654700756073) | > loss_mel: 17.72435188293457 (20.190535497665405) | > loss_duration: 2.3216352462768555 (2.266386604309082) | > loss_1: 29.971649169921875 (34.97671518325806)  --> STEP: 21 | > loss_disc: 2.0500576496124268 (2.3200476680483137) | > loss_disc_real_0: 0.14437569677829742 (0.14327468829495565) | > loss_disc_real_1: 0.19174815714359283 (0.19844302428620203) | > loss_disc_real_2: 0.2485768347978592 (0.29911816191105617) | > loss_disc_real_3: 0.24536718428134918 (0.2979715686468851) | > loss_disc_real_4: 0.26209887862205505 (0.2742937370425179) | > loss_disc_real_5: 0.24149304628372192 (0.27347477844783236) | > loss_0: 2.0500576496124268 (2.3200476680483137) | > loss_gen: 3.213804006576538 (3.0840473288581487) | > loss_kl: 1.787081003189087 (1.9381342842465354) | > loss_feat: 7.376181125640869 (7.490815298897879) | > loss_mel: 20.259767532348633 (20.19383226122175) | > loss_duration: 2.112542152404785 (2.259060678027925) | > loss_1: 34.74937438964844 (34.96588943118141)  --> STEP: 22 | > loss_disc: 1.8104314804077148 (2.296883295882832) | > loss_disc_real_0: 0.10874620079994202 (0.14170521159063687) | > loss_disc_real_1: 0.11908253282308578 (0.19483572921969675) | > loss_disc_real_2: 0.2029256373643875 (0.2947457744316621) | > loss_disc_real_3: 0.25450599193573 (0.29599586061455985) | > loss_disc_real_4: 0.24764303863048553 (0.2730823416601528) | > loss_disc_real_5: 0.25921621918678284 (0.2728266621177846) | > loss_0: 1.8104314804077148 (2.296883295882832) | > loss_gen: 3.7356104850769043 (3.113663835959001) | > loss_kl: 1.8427211046218872 (1.9337973215363242) | > loss_feat: 8.853819847106934 (7.5527700510892) | > loss_mel: 21.98183822631836 (20.275105259635232) | > loss_duration: 2.148195266723633 (2.254021341150457) | > loss_1: 38.56218719482422 (35.12935751134699)  --> STEP: 23 | > loss_disc: 2.3421764373779297 (2.298852562904358) | > loss_disc_real_0: 0.2527002692222595 (0.14653108366157697) | > loss_disc_real_1: 0.2010720670223236 (0.19510687434155008) | > loss_disc_real_2: 0.3211118280887604 (0.2958921245906664) | > loss_disc_real_3: 0.2865927219390869 (0.295587028498235) | > loss_disc_real_4: 0.27796322107315063 (0.273294553808544) | > loss_disc_real_5: 0.2470787614583969 (0.2717071881760721) | > loss_0: 2.3421764373779297 (2.298852562904358) | > loss_gen: 3.020339012145996 (3.109606234923653) | > loss_kl: 1.9181394577026367 (1.933116544847903) | > loss_feat: 7.6808857917785645 (7.55834030068439) | > loss_mel: 19.237857818603516 (20.230007544807766) | > loss_duration: 2.274233818054199 (2.254900144494098) | > loss_1: 34.1314582824707 (35.08597058835237)  --> STEP: 24 | > loss_disc: 2.40836238861084 (2.3034154723087945) | > loss_disc_real_0: 0.17052298784255981 (0.14753074633578458) | > loss_disc_real_1: 0.1625836342573166 (0.19375173933804035) | > loss_disc_real_2: 0.23722928762435913 (0.2934478397170703) | > loss_disc_real_3: 0.2860355079174042 (0.2951890484740337) | > loss_disc_real_4: 0.29742762446403503 (0.27430009841918945) | > loss_disc_real_5: 0.3185279965400696 (0.27365805519123865) | > loss_0: 2.40836238861084 (2.3034154723087945) | > loss_gen: 2.6532018184661865 (3.090589384237925) | > loss_kl: 2.2244067192077637 (1.9452536354462306) | > loss_feat: 5.2746734619140625 (7.463187515735626) | > loss_mel: 17.326236724853516 (20.109017093976338) | > loss_duration: 2.42795467376709 (2.2621107498804727) | > loss_1: 29.906475067138672 (34.87015827496847)  --> STEP: 25 | > loss_disc: 2.408663034439087 (2.3076253747940063) | > loss_disc_real_0: 0.21841000020503998 (0.1503659164905548) | > loss_disc_real_1: 0.23242038488388062 (0.19529848515987397) | > loss_disc_real_2: 0.30775773525238037 (0.29402023553848267) | > loss_disc_real_3: 0.29403409361839294 (0.2951428502798081) | > loss_disc_real_4: 0.25477468967437744 (0.27351908206939696) | > loss_disc_real_5: 0.24472717940807343 (0.27250082015991206) | > loss_0: 2.408663034439087 (2.3076253747940063) | > loss_gen: 3.2065646648406982 (3.095228395462036) | > loss_kl: 1.9819650650024414 (1.946722092628479) | > loss_feat: 7.7683796882629395 (7.475395202636719) | > loss_mel: 20.600236892700195 (20.128665885925294) | > loss_duration: 2.311875343322754 (2.264101333618164) | > loss_1: 35.869022369384766 (34.910112838745114)  --> STEP: 26 | > loss_disc: 2.504758358001709 (2.3152074126096873) | > loss_disc_real_0: 0.13709232211112976 (0.14985539362980768) | > loss_disc_real_1: 0.09951099008321762 (0.19161435073384872) | > loss_disc_real_2: 0.2651011347770691 (0.29290796243227446) | > loss_disc_real_3: 0.27635180950164795 (0.29442011794218653) | > loss_disc_real_4: 0.31921666860580444 (0.2752766815515665) | > loss_disc_real_5: 0.21512474119663239 (0.2702940478920936) | > loss_0: 2.504758358001709 (2.3152074126096873) | > loss_gen: 2.4056968688964844 (3.0687079521325917) | > loss_kl: 2.166550636291504 (1.9551770366155183) | > loss_feat: 8.75646686553955 (7.524667189671443) | > loss_mel: 20.28416633605957 (20.134646672468918) | > loss_duration: 2.2764430046081543 (2.264576013271625) | > loss_1: 35.88932418823242 (34.947774813725395) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022656642473660982 (-0.00010195145240196775) | > avg_loss_disc: 2.3152074126096873 (+0.017872205147376974) | > avg_loss_disc_real_0: 0.14985539362980768 (+0.08463360920834999) | > avg_loss_disc_real_1: 0.19161435073384872 (+0.02836083477506271) | > avg_loss_disc_real_2: 0.29290796243227446 (+0.054980467718381165) | > avg_loss_disc_real_3: 0.29442011794218653 (+0.032119200779841484) | > avg_loss_disc_real_4: 0.2752766815515665 (+0.027487122095548183) | > avg_loss_disc_real_5: 0.2702940478920936 (+0.027071028374708567) | > avg_loss_0: 2.3152074126096873 (+0.017872205147376974) | > avg_loss_gen: 3.0687079521325917 (+0.5822433141561656) | > avg_loss_kl: 1.9551770366155183 (-0.14978282268230747) | > avg_loss_feat: 7.524667189671443 (+0.3569859174581671) | > avg_loss_mel: 20.134646672468918 (-0.0711289552541885) | > avg_loss_duration: 2.264576013271625 (-0.022573562768789746) | > avg_loss_1: 34.947774813725395 (+0.6957438542292564)  > EPOCH: 112/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:51:05)   --> TIME: 2024-06-10 19:51:10 -- STEP: 14/330 -- GLOBAL_STEP: 124975 | > loss_disc: 2.334054946899414 (2.330251557486398) | > loss_disc_real_0: 0.1197211891412735 (0.10378429666161537) | > loss_disc_real_1: 0.19410340487957 (0.21192897856235504) | > loss_disc_real_2: 0.2254890501499176 (0.2168971747159958) | > loss_disc_real_3: 0.2512795031070709 (0.22905881064278738) | > loss_disc_real_4: 0.22432996332645416 (0.2278600303190095) | > loss_disc_real_5: 0.22096773982048035 (0.2245903110929898) | > loss_0: 2.334054946899414 (2.330251557486398) | > grad_norm_0: tensor(33.7445, device='cuda:0') (tensor(18.4163, device='cuda:0')) | > loss_gen: 2.5015127658843994 (2.522484609058925) | > loss_kl: 1.726517677307129 (1.6556320360728674) | > loss_feat: 6.964896202087402 (6.778977700642177) | > loss_mel: 18.856164932250977 (20.007502828325546) | > loss_duration: 2.151716947555542 (2.2337550946644376) | > loss_1: 32.200809478759766 (33.19835240500314) | > grad_norm_1: tensor(350.8431, device='cuda:0') (tensor(212.1402, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3379 (0.3340584380286081) | > loader_time: 0.0029 (0.0028326851981026785)  --> TIME: 2024-06-10 19:51:19 -- STEP: 39/330 -- GLOBAL_STEP: 125000 | > loss_disc: 2.261125087738037 (2.2947058188609586) | > loss_disc_real_0: 0.12072723358869553 (0.11006659536789624) | > loss_disc_real_1: 0.2490445375442505 (0.2072487473487854) | > loss_disc_real_2: 0.20125576853752136 (0.217623681976245) | > loss_disc_real_3: 0.16965901851654053 (0.22152579594881106) | > loss_disc_real_4: 0.16514036059379578 (0.22182672680952611) | > loss_disc_real_5: 0.16428090631961823 (0.22040296212220803) | > loss_0: 2.261125087738037 (2.2947058188609586) | > grad_norm_0: tensor(7.9046, device='cuda:0') (tensor(14.6901, device='cuda:0')) | > loss_gen: 2.3715057373046875 (2.583643986628605) | > loss_kl: 1.5961755514144897 (1.6263658511332977) | > loss_feat: 7.142144680023193 (7.121287223620293) | > loss_mel: 18.833248138427734 (20.080842873989006) | > loss_duration: 2.088223934173584 (2.141371623063698) | > loss_1: 32.03129577636719 (33.55351169292744) | > grad_norm_1: tensor(114.0989, device='cuda:0') (tensor(183.0220, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3529 (0.3493940157768054) | > loader_time: 0.0033 (0.0032655948247665013) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_125000.pth  --> TIME: 2024-06-10 19:51:34 -- STEP: 64/330 -- GLOBAL_STEP: 125025 | > loss_disc: 2.256272077560425 (2.2727559655904774) | > loss_disc_real_0: 0.09496118873357773 (0.11040904733818024) | > loss_disc_real_1: 0.19047315418720245 (0.2045610654167831) | > loss_disc_real_2: 0.20620189607143402 (0.21856938325800002) | > loss_disc_real_3: 0.23174196481704712 (0.2205937437247485) | > loss_disc_real_4: 0.24774479866027832 (0.21650540479458869) | > loss_disc_real_5: 0.23632079362869263 (0.2131358734332025) | > loss_0: 2.256272077560425 (2.2727559655904774) | > grad_norm_0: tensor(18.5082, device='cuda:0') (tensor(13.6608, device='cuda:0')) | > loss_gen: 2.6854476928710938 (2.600786518305539) | > loss_kl: 1.8225548267364502 (1.609387231990695) | > loss_feat: 7.535425186157227 (7.238198257982731) | > loss_mel: 20.71333122253418 (20.1122487783432) | > loss_duration: 2.084855794906616 (2.110366318374872) | > loss_1: 34.84161376953125 (33.67098730802536) | > grad_norm_1: tensor(292.9950, device='cuda:0') (tensor(187.6360, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3653 (0.3634725287556648) | > loader_time: 0.0036 (0.0034580938518047333)  --> TIME: 2024-06-10 19:51:43 -- STEP: 89/330 -- GLOBAL_STEP: 125050 | > loss_disc: 2.1862151622772217 (2.273316884308718) | > loss_disc_real_0: 0.10663165897130966 (0.11037516627418861) | > loss_disc_real_1: 0.20280632376670837 (0.20313169179337748) | > loss_disc_real_2: 0.23283173143863678 (0.21642851561642765) | > loss_disc_real_3: 0.21522308886051178 (0.221247891194365) | > loss_disc_real_4: 0.19935786724090576 (0.21670772620801176) | > loss_disc_real_5: 0.186899796128273 (0.2137682724199938) | > loss_0: 2.1862151622772217 (2.273316884308718) | > grad_norm_0: tensor(5.5514, device='cuda:0') (tensor(13.0043, device='cuda:0')) | > loss_gen: 2.7991437911987305 (2.6010045871305993) | > loss_kl: 1.4425733089447021 (1.6162774027063602) | > loss_feat: 7.250418663024902 (7.250350078839935) | > loss_mel: 20.145492553710938 (20.083371023113806) | > loss_duration: 2.0947265625 (2.0970312370343156) | > loss_1: 33.732357025146484 (33.64803459938993) | > grad_norm_1: tensor(213.4789, device='cuda:0') (tensor(187.1853, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3557 (0.36598827597800265) | > loader_time: 0.0037 (0.003573795382896166)  --> TIME: 2024-06-10 19:51:52 -- STEP: 114/330 -- GLOBAL_STEP: 125075 | > loss_disc: 2.2717034816741943 (2.2685725207914387) | > loss_disc_real_0: 0.10209739208221436 (0.11302803822776727) | > loss_disc_real_1: 0.2194911390542984 (0.20247249945736767) | > loss_disc_real_2: 0.18100787699222565 (0.21442631697445586) | > loss_disc_real_3: 0.2037753164768219 (0.22082212436617465) | > loss_disc_real_4: 0.195315420627594 (0.21542328635328695) | > loss_disc_real_5: 0.19603084027767181 (0.21182304032539068) | > loss_0: 2.2717034816741943 (2.2685725207914387) | > grad_norm_0: tensor(25.0966, device='cuda:0') (tensor(14.0313, device='cuda:0')) | > loss_gen: 2.669496774673462 (2.605438247061612) | > loss_kl: 1.733443260192871 (1.619820411790881) | > loss_feat: 7.507704734802246 (7.295983711878459) | > loss_mel: 20.526262283325195 (20.077076460185804) | > loss_duration: 2.075967311859131 (2.0920893623117807) | > loss_1: 34.512874603271484 (33.690408505891526) | > grad_norm_1: tensor(243.4394, device='cuda:0') (tensor(197.1358, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.351 (0.36426323965976115) | > loader_time: 0.0039 (0.003591338793436686)  --> TIME: 2024-06-10 19:52:02 -- STEP: 139/330 -- GLOBAL_STEP: 125100 | > loss_disc: 2.247931718826294 (2.2681789861308586) | > loss_disc_real_0: 0.11438381671905518 (0.1137833809145063) | > loss_disc_real_1: 0.17249572277069092 (0.20309166438716778) | > loss_disc_real_2: 0.21888718008995056 (0.2136000612442442) | > loss_disc_real_3: 0.21329164505004883 (0.22061419154671455) | > loss_disc_real_4: 0.1864311248064041 (0.21422337746019843) | > loss_disc_real_5: 0.16792207956314087 (0.21114340874788573) | > loss_0: 2.247931718826294 (2.2681789861308586) | > grad_norm_0: tensor(14.1196, device='cuda:0') (tensor(15.5384, device='cuda:0')) | > loss_gen: 2.757152795791626 (2.6086093641871173) | > loss_kl: 1.657518744468689 (1.6223539517080183) | > loss_feat: 7.641871929168701 (7.318008035206966) | > loss_mel: 19.807533264160156 (20.087476949897603) | > loss_duration: 2.150975227355957 (2.0929068798641497) | > loss_1: 34.015052795410156 (33.72935540727576) | > grad_norm_1: tensor(314.6718, device='cuda:0') (tensor(219.1918, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3632 (0.3638279575238125) | > loader_time: 0.004 (0.0036635227340588465)  --> TIME: 2024-06-10 19:52:11 -- STEP: 164/330 -- GLOBAL_STEP: 125125 | > loss_disc: 2.3690879344940186 (2.2686080162118123) | > loss_disc_real_0: 0.099102683365345 (0.11386738717556) | > loss_disc_real_1: 0.22528748214244843 (0.20312723844516573) | > loss_disc_real_2: 0.20812591910362244 (0.2140161971130022) | > loss_disc_real_3: 0.2213181108236313 (0.22154275536900608) | > loss_disc_real_4: 0.206624835729599 (0.21377696796524812) | > loss_disc_real_5: 0.24173763394355774 (0.21186758032659206) | > loss_0: 2.3690879344940186 (2.2686080162118123) | > grad_norm_0: tensor(35.6323, device='cuda:0') (tensor(16.0211, device='cuda:0')) | > loss_gen: 2.4431097507476807 (2.6144378272498527) | > loss_kl: 1.7145112752914429 (1.625808843025347) | > loss_feat: 6.8644490242004395 (7.336493000751588) | > loss_mel: 19.890840530395508 (20.08319353475803) | > loss_duration: 2.170529842376709 (2.0939324672629196) | > loss_1: 33.083438873291016 (33.75386592818471) | > grad_norm_1: tensor(307.1830, device='cuda:0') (tensor(226.1654, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3783 (0.36501347582514687) | > loader_time: 0.0043 (0.003782911998469655)  --> TIME: 2024-06-10 19:52:21 -- STEP: 189/330 -- GLOBAL_STEP: 125150 | > loss_disc: 2.247342586517334 (2.266042129072563) | > loss_disc_real_0: 0.05434320122003555 (0.11400381988160825) | > loss_disc_real_1: 0.23039086163043976 (0.20339415518064352) | > loss_disc_real_2: 0.24205896258354187 (0.21429811315561728) | > loss_disc_real_3: 0.22544915974140167 (0.2215745033568175) | > loss_disc_real_4: 0.19864147901535034 (0.2130972720958568) | > loss_disc_real_5: 0.19884586334228516 (0.21098404137230425) | > loss_0: 2.247342586517334 (2.266042129072563) | > grad_norm_0: tensor(11.2970, device='cuda:0') (tensor(17.3295, device='cuda:0')) | > loss_gen: 2.7250711917877197 (2.620796525289142) | > loss_kl: 1.4995856285095215 (1.6202634030548984) | > loss_feat: 7.365029335021973 (7.363035255008274) | > loss_mel: 19.488853454589844 (20.05325598943801) | > loss_duration: 2.1322100162506104 (2.0983502650387074) | > loss_1: 33.210750579833984 (33.75570171093816) | > grad_norm_1: tensor(232.5024, device='cuda:0') (tensor(236.8283, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3981 (0.36747333990833747) | > loader_time: 0.0051 (0.003939938923669239)  --> TIME: 2024-06-10 19:52:31 -- STEP: 214/330 -- GLOBAL_STEP: 125175 | > loss_disc: 2.3126707077026367 (2.2665815698766254) | > loss_disc_real_0: 0.10003174841403961 (0.11273545491570067) | > loss_disc_real_1: 0.20960429310798645 (0.20240800221946756) | > loss_disc_real_2: 0.233528271317482 (0.21451274173282017) | > loss_disc_real_3: 0.2383302003145218 (0.22196711042774053) | > loss_disc_real_4: 0.22797612845897675 (0.21396902140891438) | > loss_disc_real_5: 0.24819079041481018 (0.2113661026564714) | > loss_0: 2.3126707077026367 (2.2665815698766254) | > grad_norm_0: tensor(36.5319, device='cuda:0') (tensor(17.8222, device='cuda:0')) | > loss_gen: 2.6480212211608887 (2.6248352137681477) | > loss_kl: 1.5596544742584229 (1.6218929541445224) | > loss_feat: 7.011799335479736 (7.385201451934386) | > loss_mel: 19.49529266357422 (20.02451414482616) | > loss_duration: 2.1971564292907715 (2.103390441876705) | > loss_1: 32.911922454833984 (33.75983440541777) | > grad_norm_1: tensor(450.5241, device='cuda:0') (tensor(241.7053, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.3977 (0.37110109975404826) | > loader_time: 0.0056 (0.004076975528324875)  --> TIME: 2024-06-10 19:52:41 -- STEP: 239/330 -- GLOBAL_STEP: 125200 | > loss_disc: 2.1933276653289795 (2.2626681327819815) | > loss_disc_real_0: 0.1193542629480362 (0.11274536784785064) | > loss_disc_real_1: 0.20554648339748383 (0.2025650847531762) | > loss_disc_real_2: 0.24330013990402222 (0.21425891334042887) | > loss_disc_real_3: 0.229963481426239 (0.2218567367378139) | > loss_disc_real_4: 0.23057106137275696 (0.21349196940286386) | > loss_disc_real_5: 0.23728735744953156 (0.2106769450289435) | > loss_0: 2.1933276653289795 (2.2626681327819815) | > grad_norm_0: tensor(13.5576, device='cuda:0') (tensor(19.7074, device='cuda:0')) | > loss_gen: 2.9286608695983887 (2.6308002621558915) | > loss_kl: 1.5395337343215942 (1.620148289652549) | > loss_feat: 7.651901721954346 (7.3919049227088065) | > loss_mel: 20.074283599853516 (19.976247348545986) | > loss_duration: 2.1161513328552246 (2.109712316401335) | > loss_1: 34.31053161621094 (33.728813386861255) | > grad_norm_1: tensor(487.7059, device='cuda:0') (tensor(254.7739, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.416 (0.37467522002663073) | > loader_time: 0.0064 (0.004249907936511179)  --> TIME: 2024-06-10 19:52:52 -- STEP: 264/330 -- GLOBAL_STEP: 125225 | > loss_disc: 2.1756834983825684 (2.262147094264174) | > loss_disc_real_0: 0.15204861760139465 (0.11339069602333686) | > loss_disc_real_1: 0.15323293209075928 (0.2025290716891036) | > loss_disc_real_2: 0.19786465167999268 (0.21399068324403328) | > loss_disc_real_3: 0.21531540155410767 (0.2216817143401413) | > loss_disc_real_4: 0.17912670969963074 (0.2130334941162304) | > loss_disc_real_5: 0.15983660519123077 (0.21055857673513168) | > loss_0: 2.1756834983825684 (2.262147094264174) | > grad_norm_0: tensor(61.7746, device='cuda:0') (tensor(21.9120, device='cuda:0')) | > loss_gen: 2.8036715984344482 (2.634621832406881) | > loss_kl: 1.5877856016159058 (1.6193538908705567) | > loss_feat: 7.734808921813965 (7.429474902875496) | > loss_mel: 20.28583526611328 (19.956147316730384) | > loss_duration: 2.2151737213134766 (2.115557458364603) | > loss_1: 34.62727355957031 (33.75515566450177) | > grad_norm_1: tensor(466.2348, device='cuda:0') (tensor(268.2501, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.4384 (0.37939398848649225) | > loader_time: 0.0064 (0.004407127698262532)  --> TIME: 2024-06-10 19:53:04 -- STEP: 289/330 -- GLOBAL_STEP: 125250 | > loss_disc: 2.2339835166931152 (2.2633275185489317) | > loss_disc_real_0: 0.10078668594360352 (0.11380872025982731) | > loss_disc_real_1: 0.20936913788318634 (0.20305854613186997) | > loss_disc_real_2: 0.20814289152622223 (0.21413598299851466) | > loss_disc_real_3: 0.186090350151062 (0.22165295667301815) | > loss_disc_real_4: 0.201433926820755 (0.21312521542438584) | > loss_disc_real_5: 0.18918868899345398 (0.210461649721469) | > loss_0: 2.2339835166931152 (2.2633275185489317) | > grad_norm_0: tensor(67.4305, device='cuda:0') (tensor(23.4628, device='cuda:0')) | > loss_gen: 2.393489360809326 (2.6298065358792195) | > loss_kl: 1.487489104270935 (1.6176022353056803) | > loss_feat: 7.279589653015137 (7.4358297499818375) | > loss_mel: 19.013158798217773 (19.900010118847486) | > loss_duration: 2.257718563079834 (2.1236052372876344) | > loss_1: 32.43144607543945 (33.70685411077058) | > grad_norm_1: tensor(504.2554, device='cuda:0') (tensor(280.5752, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.4571 (0.38556773522320914) | > loader_time: 0.007 (0.004573326209837178)  --> TIME: 2024-06-10 19:53:16 -- STEP: 314/330 -- GLOBAL_STEP: 125275 | > loss_disc: 2.2063546180725098 (2.2625483699664937) | > loss_disc_real_0: 0.1407552808523178 (0.11388223344210986) | > loss_disc_real_1: 0.21662378311157227 (0.20301523472473132) | > loss_disc_real_2: 0.19383449852466583 (0.21407689386682147) | > loss_disc_real_3: 0.16833168268203735 (0.22155366282744005) | > loss_disc_real_4: 0.17766551673412323 (0.21303347317845953) | > loss_disc_real_5: 0.17679749429225922 (0.21010236461071452) | > loss_0: 2.2063546180725098 (2.2625483699664937) | > grad_norm_0: tensor(17.8433, device='cuda:0') (tensor(23.6989, device='cuda:0')) | > loss_gen: 2.482200860977173 (2.625696601381726) | > loss_kl: 1.5865288972854614 (1.6194202311479362) | > loss_feat: 7.761847496032715 (7.445509830098243) | > loss_mel: 18.828044891357422 (19.85572813726535) | > loss_duration: 2.3080737590789795 (2.1351471972313663) | > loss_1: 32.966697692871094 (33.68150222073694) | > grad_norm_1: tensor(410.1327, device='cuda:0') (tensor(289.2264, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.5196 (0.39417648087641227) | > loader_time: 0.0081 (0.004789729027231789)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1517930030822754 (2.1517930030822754) | > loss_disc_real_0: 0.16213096678256989 (0.16213096678256989) | > loss_disc_real_1: 0.21131500601768494 (0.21131500601768494) | > loss_disc_real_2: 0.2858421802520752 (0.2858421802520752) | > loss_disc_real_3: 0.2162500023841858 (0.2162500023841858) | > loss_disc_real_4: 0.20415130257606506 (0.20415130257606506) | > loss_disc_real_5: 0.1679290384054184 (0.1679290384054184) | > loss_0: 2.1517930030822754 (2.1517930030822754) | > loss_gen: 2.762777328491211 (2.762777328491211) | > loss_kl: 1.8807510137557983 (1.8807510137557983) | > loss_feat: 7.603301048278809 (7.603301048278809) | > loss_mel: 18.219829559326172 (18.219829559326172) | > loss_duration: 2.846649169921875 (2.846649169921875) | > loss_1: 33.31330871582031 (33.31330871582031)  --> STEP: 1 | > loss_disc: 2.242204427719116 (2.242204427719116) | > loss_disc_real_0: 0.08128831535577774 (0.08128831535577774) | > loss_disc_real_1: 0.1825874298810959 (0.1825874298810959) | > loss_disc_real_2: 0.21717503666877747 (0.21717503666877747) | > loss_disc_real_3: 0.29456278681755066 (0.29456278681755066) | > loss_disc_real_4: 0.24550439417362213 (0.24550439417362213) | > loss_disc_real_5: 0.28751760721206665 (0.28751760721206665) | > loss_0: 2.242204427719116 (2.242204427719116) | > loss_gen: 2.4337387084960938 (2.4337387084960938) | > loss_kl: 2.2351174354553223 (2.2351174354553223) | > loss_feat: 5.016440391540527 (5.016440391540527) | > loss_mel: 18.548362731933594 (18.548362731933594) | > loss_duration: 2.3306031227111816 (2.3306031227111816) | > loss_1: 30.56426239013672 (30.56426239013672)  --> STEP: 2 | > loss_disc: 2.235884666442871 (2.2390445470809937) | > loss_disc_real_0: 0.06295938044786453 (0.07212384790182114) | > loss_disc_real_1: 0.23991383612155914 (0.21125063300132751) | > loss_disc_real_2: 0.2495993673801422 (0.23338720202445984) | > loss_disc_real_3: 0.32182765007019043 (0.30819521844387054) | > loss_disc_real_4: 0.3236255347728729 (0.28456496447324753) | > loss_disc_real_5: 0.3271588683128357 (0.30733823776245117) | > loss_0: 2.235884666442871 (2.2390445470809937) | > loss_gen: 3.2817840576171875 (2.8577613830566406) | > loss_kl: 2.327453136444092 (2.281285285949707) | > loss_feat: 6.63124418258667 (5.823842287063599) | > loss_mel: 20.22437858581543 (19.38637065887451) | > loss_duration: 2.372396945953369 (2.3515000343322754) | > loss_1: 34.837257385253906 (32.70075988769531)  --> STEP: 3 | > loss_disc: 2.36051869392395 (2.279535929361979) | > loss_disc_real_0: 0.09137184172868729 (0.07853984584410985) | > loss_disc_real_1: 0.1953219175338745 (0.20594106117884317) | > loss_disc_real_2: 0.20272627472877502 (0.22316689292589822) | > loss_disc_real_3: 0.3102262318134308 (0.3088722229003906) | > loss_disc_real_4: 0.31234416365623474 (0.2938246975342433) | > loss_disc_real_5: 0.2819843590259552 (0.29888694485028583) | > loss_0: 2.36051869392395 (2.279535929361979) | > loss_gen: 2.4625208377838135 (2.7260145346323648) | > loss_kl: 2.339036703109741 (2.3005357583363852) | > loss_feat: 6.4639153480529785 (6.037199974060059) | > loss_mel: 21.505950927734375 (20.092897415161133) | > loss_duration: 2.1870675086975098 (2.29668919245402) | > loss_1: 34.958492279052734 (33.45333735148112)  --> STEP: 4 | > loss_disc: 1.9920494556427002 (2.2076643109321594) | > loss_disc_real_0: 0.08641093224287033 (0.08050761744379997) | > loss_disc_real_1: 0.17943283915519714 (0.19931400567293167) | > loss_disc_real_2: 0.18981829285621643 (0.21482974290847778) | > loss_disc_real_3: 0.24753941595554352 (0.29353902116417885) | > loss_disc_real_4: 0.20439061522483826 (0.271466176956892) | > loss_disc_real_5: 0.14247028529644012 (0.2597827799618244) | > loss_0: 1.9920494556427002 (2.2076643109321594) | > loss_gen: 2.6077821254730225 (2.6964564323425293) | > loss_kl: 2.624013662338257 (2.381405234336853) | > loss_feat: 8.730703353881836 (6.710575819015503) | > loss_mel: 20.100791931152344 (20.094871044158936) | > loss_duration: 2.2049379348754883 (2.273751378059387) | > loss_1: 36.268226623535156 (34.15705966949463)  --> STEP: 5 | > loss_disc: 2.2734568119049072 (2.220822811126709) | > loss_disc_real_0: 0.10099125653505325 (0.08460434526205063) | > loss_disc_real_1: 0.19319351017475128 (0.1980899065732956) | > loss_disc_real_2: 0.26686084270477295 (0.2252359628677368) | > loss_disc_real_3: 0.26413077116012573 (0.2876573711633682) | > loss_disc_real_4: 0.2920530438423157 (0.27558355033397675) | > loss_disc_real_5: 0.27655670046806335 (0.2631375640630722) | > loss_0: 2.2734568119049072 (2.220822811126709) | > loss_gen: 2.6980092525482178 (2.696766996383667) | > loss_kl: 2.575747489929199 (2.420273685455322) | > loss_feat: 5.84458589553833 (6.537377834320068) | > loss_mel: 20.053056716918945 (20.086508178710936) | > loss_duration: 2.405689001083374 (2.3001389026641847) | > loss_1: 33.57708740234375 (34.04106521606445)  --> STEP: 6 | > loss_disc: 2.5467782020568848 (2.2751487096150718) | > loss_disc_real_0: 0.09574964642524719 (0.08646189545591672) | > loss_disc_real_1: 0.20482957363128662 (0.1992131844162941) | > loss_disc_real_2: 0.2980937659740448 (0.2373789300521215) | > loss_disc_real_3: 0.33270832896232605 (0.2951658641298612) | > loss_disc_real_4: 0.34456667304039 (0.2870807374517123) | > loss_disc_real_5: 0.4019900858402252 (0.28627965102593106) | > loss_0: 2.5467782020568848 (2.2751487096150718) | > loss_gen: 2.588733434677124 (2.6787614027659097) | > loss_kl: 1.6244815587997437 (2.2876416643460593) | > loss_feat: 5.2732954025268555 (6.326697429021199) | > loss_mel: 19.68790626525879 (20.020074526468914) | > loss_duration: 2.1148903369903564 (2.2692641417185464) | > loss_1: 31.289308547973633 (33.58243910471598)  --> STEP: 7 | > loss_disc: 1.9294542074203491 (2.2257637807301114) | > loss_disc_real_0: 0.09909257292747498 (0.08826627795185361) | > loss_disc_real_1: 0.15300443768501282 (0.19261193488325393) | > loss_disc_real_2: 0.21642416715621948 (0.23438539249556406) | > loss_disc_real_3: 0.22185742855072021 (0.2846932304756982) | > loss_disc_real_4: 0.2034366875886917 (0.2751315874712808) | > loss_disc_real_5: 0.21798010170459747 (0.2765225725514548) | > loss_0: 1.9294542074203491 (2.2257637807301114) | > loss_gen: 3.0520248413085938 (2.7320847511291504) | > loss_kl: 2.465848684310913 (2.313099810055324) | > loss_feat: 8.67658519744873 (6.662395681653704) | > loss_mel: 19.120941162109375 (19.89162690298898) | > loss_duration: 2.37680721282959 (2.2846274375915527) | > loss_1: 35.69220733642578 (33.88383456638881)  --> STEP: 8 | > loss_disc: 2.308640480041504 (2.2361233681440353) | > loss_disc_real_0: 0.09262439608573914 (0.0888110427185893) | > loss_disc_real_1: 0.1804565042257309 (0.19109250605106354) | > loss_disc_real_2: 0.20456397533416748 (0.23065771535038948) | > loss_disc_real_3: 0.2268386334180832 (0.2774614058434963) | > loss_disc_real_4: 0.21358610689640045 (0.26743840239942074) | > loss_disc_real_5: 0.27503782510757446 (0.2763369791209698) | > loss_0: 2.308640480041504 (2.2361233681440353) | > loss_gen: 2.437093496322632 (2.6952108442783356) | > loss_kl: 2.2424323558807373 (2.3042663782835007) | > loss_feat: 8.390847206115723 (6.878452122211456) | > loss_mel: 22.042882919311523 (20.160533905029297) | > loss_duration: 2.1821680068969727 (2.2718200087547302) | > loss_1: 37.2954216003418 (34.310282945632935)  --> STEP: 9 | > loss_disc: 2.093863010406494 (2.220316661728753) | > loss_disc_real_0: 0.07369914650917053 (0.087131943139765) | > loss_disc_real_1: 0.2193956971168518 (0.19423730505837333) | > loss_disc_real_2: 0.22944307327270508 (0.23052275511953566) | > loss_disc_real_3: 0.21946927905082703 (0.2710178361998664) | > loss_disc_real_4: 0.19998407363891602 (0.2599434769815869) | > loss_disc_real_5: 0.20935729146003723 (0.2688947916030884) | > loss_0: 2.093863010406494 (2.220316661728753) | > loss_gen: 2.729743719100952 (2.6990478303697376) | > loss_kl: 1.9033474922180176 (2.259719835387336) | > loss_feat: 8.75157642364502 (7.086577044592963) | > loss_mel: 20.598735809326172 (20.20922300550673) | > loss_duration: 2.110811233520508 (2.2539301448398166) | > loss_1: 36.094215393066406 (34.508497662014435)  --> STEP: 10 | > loss_disc: 2.4302375316619873 (2.2413087487220764) | > loss_disc_real_0: 0.13850298523902893 (0.0922690473496914) | > loss_disc_real_1: 0.18310123682022095 (0.1931236982345581) | > loss_disc_real_2: 0.20142440497875214 (0.2276129201054573) | > loss_disc_real_3: 0.31058061122894287 (0.274974113702774) | > loss_disc_real_4: 0.2660701870918274 (0.26055614799261095) | > loss_disc_real_5: 0.26736804842948914 (0.26874211728572844) | > loss_0: 2.4302375316619873 (2.2413087487220764) | > loss_gen: 2.5307414531707764 (2.6822171926498415) | > loss_kl: 1.5862120389938354 (2.192369055747986) | > loss_feat: 6.985568523406982 (7.076476192474365) | > loss_mel: 21.571626663208008 (20.345463371276857) | > loss_duration: 2.258167266845703 (2.2543538570404054) | > loss_1: 34.932315826416016 (34.55087947845459)  --> STEP: 11 | > loss_disc: 2.290447235107422 (2.245775883848017) | > loss_disc_real_0: 0.1495831310749054 (0.09747941859743812) | > loss_disc_real_1: 0.15037481486797333 (0.18923743611032312) | > loss_disc_real_2: 0.21909600496292114 (0.22683865509249948) | > loss_disc_real_3: 0.24948154389858246 (0.2726566073569385) | > loss_disc_real_4: 0.2664501368999481 (0.26109196516600525) | > loss_disc_real_5: 0.2630494236946106 (0.26822459968653595) | > loss_0: 2.290447235107422 (2.245775883848017) | > loss_gen: 2.5587079524993896 (2.670989079908891) | > loss_kl: 2.274116039276123 (2.1998005997050893) | > loss_feat: 6.277439117431641 (7.003836458379572) | > loss_mel: 18.294578552246094 (20.159019296819512) | > loss_duration: 2.4010870456695557 (2.2676932378248735) | > loss_1: 31.80592918395996 (34.301338542591445)  --> STEP: 12 | > loss_disc: 2.0455586910247803 (2.2290911177794137) | > loss_disc_real_0: 0.09081904590129852 (0.09692438753942649) | > loss_disc_real_1: 0.11391232162714005 (0.18296034323672453) | > loss_disc_real_2: 0.286856085062027 (0.2318401075899601) | > loss_disc_real_3: 0.25025054812431335 (0.2707894357542197) | > loss_disc_real_4: 0.21725086867809296 (0.25743854045867925) | > loss_disc_real_5: 0.23929280042648315 (0.2658136164148649) | > loss_0: 2.0455586910247803 (2.2290911177794137) | > loss_gen: 2.834347724914551 (2.6846023003260293) | > loss_kl: 1.3150851726531982 (2.1260743141174316) | > loss_feat: 7.244846343994141 (7.023920615514119) | > loss_mel: 19.836000442504883 (20.132101058959957) | > loss_duration: 2.1650123596191406 (2.2591364979743958) | > loss_1: 33.39529037475586 (34.22583452860515)  --> STEP: 13 | > loss_disc: 2.245971441268921 (2.2303896042016835) | > loss_disc_real_0: 0.08156277984380722 (0.09574272540899423) | > loss_disc_real_1: 0.24796909093856812 (0.18796101613686636) | > loss_disc_real_2: 0.16093236207962036 (0.22638566562762627) | > loss_disc_real_3: 0.2642727494239807 (0.2702881521903552) | > loss_disc_real_4: 0.20716656744480133 (0.2535714656114579) | > loss_disc_real_5: 0.22158372402191162 (0.26241131700002235) | > loss_0: 2.245971441268921 (2.2303896042016835) | > loss_gen: 2.472951889038086 (2.668321499457726) | > loss_kl: 1.929902195930481 (2.110984151179974) | > loss_feat: 7.462357997894287 (7.057646568004902) | > loss_mel: 19.917505264282227 (20.115593690138592) | > loss_duration: 2.096926689147949 (2.246658820372361) | > loss_1: 33.879642486572266 (34.199204371525695)  --> STEP: 14 | > loss_disc: 2.2872772216796875 (2.2344530054501126) | > loss_disc_real_0: 0.06817691773176193 (0.09377373914633479) | > loss_disc_real_1: 0.11930043250322342 (0.1830566887344633) | > loss_disc_real_2: 0.1585010290145874 (0.2215367630124092) | > loss_disc_real_3: 0.2157660573720932 (0.2663937168461936) | > loss_disc_real_4: 0.27323561906814575 (0.2549760480012213) | > loss_disc_real_5: 0.33200058341026306 (0.2673819788864681) | > loss_0: 2.2872772216796875 (2.2344530054501126) | > loss_gen: 2.406440019607544 (2.6496156794684276) | > loss_kl: 1.9792485237121582 (2.1015744635037015) | > loss_feat: 6.526174545288086 (7.019684280667986) | > loss_mel: 21.188323974609375 (20.192217281886506) | > loss_duration: 2.3739418983459473 (2.2557504687990457) | > loss_1: 34.47412872314453 (34.218841825212756)  --> STEP: 15 | > loss_disc: 2.531677007675171 (2.254267938931783) | > loss_disc_real_0: 0.14350801706314087 (0.09708935767412186) | > loss_disc_real_1: 0.17752902209758759 (0.18268817762533823) | > loss_disc_real_2: 0.2959176003932953 (0.22649548550446827) | > loss_disc_real_3: 0.26622042059898376 (0.2663821637630463) | > loss_disc_real_4: 0.30040016770362854 (0.25800432264804846) | > loss_disc_real_5: 0.2788047790527344 (0.2681434988975525) | > loss_0: 2.531677007675171 (2.254267938931783) | > loss_gen: 2.4573822021484375 (2.6368001143137616) | > loss_kl: 2.339841842651367 (2.117458955446879) | > loss_feat: 6.921128749847412 (7.013113911946615) | > loss_mel: 20.173992156982422 (20.191002273559565) | > loss_duration: 2.2827930450439453 (2.2575533072153724) | > loss_1: 34.175140380859375 (34.215928395589195)  --> STEP: 16 | > loss_disc: 2.05143404006958 (2.2415908202528954) | > loss_disc_real_0: 0.06422987580299377 (0.09503564005717635) | > loss_disc_real_1: 0.142158642411232 (0.1801550816744566) | > loss_disc_real_2: 0.23672175407409668 (0.22713462729007006) | > loss_disc_real_3: 0.2542528510093689 (0.26562408171594143) | > loss_disc_real_4: 0.12378479540348053 (0.24961560219526296) | > loss_disc_real_5: 0.22097454965114594 (0.2651954395696521) | > loss_0: 2.05143404006958 (2.2415908202528954) | > loss_gen: 2.5592803955078125 (2.6319551318883896) | > loss_kl: 1.764308214187622 (2.0953870341181755) | > loss_feat: 8.285019874572754 (7.092608034610748) | > loss_mel: 19.092735290527344 (20.122360587120053) | > loss_duration: 2.3478755950927734 (2.26319845020771) | > loss_1: 34.049217224121094 (34.20550894737244)  --> STEP: 17 | > loss_disc: 2.086556911468506 (2.232471178559696) | > loss_disc_real_0: 0.08050614595413208 (0.09418096393346786) | > loss_disc_real_1: 0.25019460916519165 (0.18427505387979395) | > loss_disc_real_2: 0.26430201530456543 (0.2293209442320992) | > loss_disc_real_3: 0.31620919704437256 (0.2685996767352609) | > loss_disc_real_4: 0.26921796798706055 (0.25076868253595697) | > loss_disc_real_5: 0.3318065404891968 (0.26911373962374296) | > loss_0: 2.086556911468506 (2.232471178559696) | > loss_gen: 3.655427932739258 (2.692159414291382) | > loss_kl: 1.143996238708496 (2.039422869682312) | > loss_feat: 7.363709449768066 (7.108555176678826) | > loss_mel: 18.872434616088867 (20.04883553000057) | > loss_duration: 2.3449573516845703 (2.2680077973534076) | > loss_1: 33.380523681640625 (34.15698040232939)  --> STEP: 18 | > loss_disc: 2.0895638465881348 (2.2245318823390536) | > loss_disc_real_0: 0.10468509048223495 (0.09476452651951048) | > loss_disc_real_1: 0.19018810987472534 (0.18460355699062347) | > loss_disc_real_2: 0.1891270875930786 (0.22708795219659805) | > loss_disc_real_3: 0.14861413836479187 (0.2619338134924571) | > loss_disc_real_4: 0.15572196245193481 (0.24548830919795575) | > loss_disc_real_5: 0.09899935126304626 (0.2596629402703709) | > loss_0: 2.0895638465881348 (2.2245318823390536) | > loss_gen: 2.513827323913574 (2.6822520759370594) | > loss_kl: 2.18632435798645 (2.0475840634769864) | > loss_feat: 9.854865074157715 (7.261127948760986) | > loss_mel: 20.2274169921875 (20.058756722344288) | > loss_duration: 2.1951470375061035 (2.263959977361891) | > loss_1: 36.97758483886719 (34.31368064880371)  --> STEP: 19 | > loss_disc: 2.237870693206787 (2.225233925016303) | > loss_disc_real_0: 0.10801884531974792 (0.09546212224583876) | > loss_disc_real_1: 0.1485898196697235 (0.18270809713162875) | > loss_disc_real_2: 0.23557251691818237 (0.2275345082345762) | > loss_disc_real_3: 0.3070979714393616 (0.264310874437031) | > loss_disc_real_4: 0.2949714660644531 (0.24809268587513983) | > loss_disc_real_5: 0.39615142345428467 (0.26684654464847163) | > loss_0: 2.237870693206787 (2.225233925016303) | > loss_gen: 3.1747210025787354 (2.7081714931287264) | > loss_kl: 1.6476049423217773 (2.026532530784607) | > loss_feat: 9.5680570602417 (7.382545270417866) | > loss_mel: 21.395544052124023 (20.129113950227435) | > loss_duration: 2.299842119216919 (2.2658485111437345) | > loss_1: 38.08576965332031 (34.512211649041426)  --> STEP: 20 | > loss_disc: 2.4994730949401855 (2.238945883512497) | > loss_disc_real_0: 0.21702700853347778 (0.10154036656022072) | > loss_disc_real_1: 0.266066312789917 (0.18687600791454315) | > loss_disc_real_2: 0.26396217942237854 (0.2293558917939663) | > loss_disc_real_3: 0.3089979887008667 (0.2665452301502228) | > loss_disc_real_4: 0.25004851818084717 (0.2481904774904252) | > loss_disc_real_5: 0.2966580390930176 (0.26833711937069893) | > loss_0: 2.4994730949401855 (2.238945883512497) | > loss_gen: 2.6640069484710693 (2.7059632658958437) | > loss_kl: 2.039912462234497 (2.0272015273571014) | > loss_feat: 4.211272716522217 (7.223981642723084) | > loss_mel: 16.873254776000977 (19.966320991516113) | > loss_duration: 2.3268790245056152 (2.2689000368118286) | > loss_1: 28.115325927734375 (34.19236736297607)  --> STEP: 21 | > loss_disc: 2.6396644115448 (2.258027718180702) | > loss_disc_real_0: 0.12273397296667099 (0.10254958591290883) | > loss_disc_real_1: 0.24206393957138062 (0.18950400466010683) | > loss_disc_real_2: 0.2777291238307953 (0.23165937903381528) | > loss_disc_real_3: 0.2987302839756012 (0.2680778517609551) | > loss_disc_real_4: 0.297344446182251 (0.25053114266622645) | > loss_disc_real_5: 0.317802369594574 (0.27069260747659774) | > loss_0: 2.6396644115448 (2.258027718180702) | > loss_gen: 2.2353997230529785 (2.6835554781414213) | > loss_kl: 1.9061428308486938 (2.0214368275233676) | > loss_feat: 4.316939353942871 (7.085551057543073) | > loss_mel: 15.562784194946289 (19.756628763108026) | > loss_duration: 2.1444766521453857 (2.262975113732474) | > loss_1: 26.165740966796875 (33.81014705839611)  --> STEP: 22 | > loss_disc: 2.116767406463623 (2.2516067949208347) | > loss_disc_real_0: 0.07170404493808746 (0.10114751586859877) | > loss_disc_real_1: 0.18683145940303802 (0.18938252533024008) | > loss_disc_real_2: 0.20370706915855408 (0.2303888194940307) | > loss_disc_real_3: 0.3546331524848938 (0.27201218361204327) | > loss_disc_real_4: 0.29914650321006775 (0.2527409317818556) | > loss_disc_real_5: 0.3243749439716339 (0.27313271368091757) | > loss_0: 2.116767406463623 (2.2516067949208347) | > loss_gen: 3.233881950378418 (2.7085703177885576) | > loss_kl: 1.6689717769622803 (2.0054156888615) | > loss_feat: 8.811923027038574 (7.16402251070196) | > loss_mel: 20.133699417114258 (19.77376833829013) | > loss_duration: 2.166592836380005 (2.258594101125544) | > loss_1: 36.01506805419922 (33.910370740023524)  --> STEP: 23 | > loss_disc: 2.34604549407959 (2.2557128253190415) | > loss_disc_real_0: 0.1299561858177185 (0.1024000667359518) | > loss_disc_real_1: 0.17943327128887177 (0.1889499490675719) | > loss_disc_real_2: 0.27793195843696594 (0.23245591249154962) | > loss_disc_real_3: 0.24300597608089447 (0.27075104415416723) | > loss_disc_real_4: 0.2607715427875519 (0.25309008878210326) | > loss_disc_real_5: 0.1708502620458603 (0.26868565056634985) | > loss_0: 2.34604549407959 (2.2557128253190415) | > loss_gen: 2.4390461444854736 (2.6968518754710322) | > loss_kl: 2.1655194759368896 (2.0123767230821694) | > loss_feat: 5.762149333953857 (7.10307150301726) | > loss_mel: 20.768808364868164 (19.817030948141348) | > loss_duration: 2.2659075260162354 (2.258912076120791) | > loss_1: 33.401432037353516 (33.88824297034222)  --> STEP: 24 | > loss_disc: 2.3249614238739014 (2.2585981835921607) | > loss_disc_real_0: 0.17701224982738495 (0.10550890769809484) | > loss_disc_real_1: 0.179312601685524 (0.18854839292665324) | > loss_disc_real_2: 0.18009695410728455 (0.23027428922553858) | > loss_disc_real_3: 0.2834121286869049 (0.2712785893430313) | > loss_disc_real_4: 0.3211866319179535 (0.255927444746097) | > loss_disc_real_5: 0.22849440574645996 (0.26701101536552113) | > loss_0: 2.3249614238739014 (2.2585981835921607) | > loss_gen: 2.569650411605835 (2.691551814476649) | > loss_kl: 1.9257789850234985 (2.0087684839963917) | > loss_feat: 5.195930480957031 (7.0236072937647505) | > loss_mel: 20.391603469848633 (19.84097146987915) | > loss_duration: 2.410536527633667 (2.265229761600494) | > loss_1: 32.493499755859375 (33.83012866973877)  --> STEP: 25 | > loss_disc: 2.5516247749328613 (2.2703192472457885) | > loss_disc_real_0: 0.1885610669851303 (0.10883099406957626) | > loss_disc_real_1: 0.21529683470726013 (0.1896183305978775) | > loss_disc_real_2: 0.26658403873443604 (0.23172667920589446) | > loss_disc_real_3: 0.3085261881351471 (0.2727684932947159) | > loss_disc_real_4: 0.2992149591445923 (0.2576589453220368) | > loss_disc_real_5: 0.26418083906173706 (0.26689780831336973) | > loss_0: 2.5516247749328613 (2.2703192472457885) | > loss_gen: 2.532226324081421 (2.68517879486084) | > loss_kl: 2.0729920864105225 (2.0113374280929572) | > loss_feat: 7.455050468444824 (7.040865020751953) | > loss_mel: 18.77630043029785 (19.7983846282959) | > loss_duration: 2.3400914669036865 (2.2682242298126214) | > loss_1: 33.17666244506836 (33.803990020751954)  --> STEP: 26 | > loss_disc: 2.900700330734253 (2.2945646735338063) | > loss_disc_real_0: 0.21938079595565796 (0.11308290952673325) | > loss_disc_real_1: 0.1742345094680786 (0.18902664516980833) | > loss_disc_real_2: 0.1988101750612259 (0.2304606598157149) | > loss_disc_real_3: 0.32380902767181396 (0.27473159077075815) | > loss_disc_real_4: 0.5487248301506042 (0.2688537870462125) | > loss_disc_real_5: 0.23838740587234497 (0.26580125437333035) | > loss_0: 2.900700330734253 (2.2945646735338063) | > loss_gen: 2.314237356185913 (2.670911816450266) | > loss_kl: 2.12145733833313 (2.0155728092560405) | > loss_feat: 11.349725723266602 (7.206590432387132) | > loss_mel: 21.88975715637207 (19.878822033221905) | > loss_duration: 2.3011319637298584 (2.269489911886361) | > loss_1: 39.9763069152832 (34.04138682438777) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025522983991182768 (+0.00028663415175217855) | > avg_loss_disc: 2.2945646735338063 (-0.02064273907588099) | > avg_loss_disc_real_0: 0.11308290952673325 (-0.03677248410307443) | > avg_loss_disc_real_1: 0.18902664516980833 (-0.0025877055640403934) | > avg_loss_disc_real_2: 0.2304606598157149 (-0.062447302616559563) | > avg_loss_disc_real_3: 0.27473159077075815 (-0.019688527171428383) | > avg_loss_disc_real_4: 0.2688537870462125 (-0.006422894505353993) | > avg_loss_disc_real_5: 0.26580125437333035 (-0.0044927935187632495) | > avg_loss_0: 2.2945646735338063 (-0.02064273907588099) | > avg_loss_gen: 2.670911816450266 (-0.39779613568232586) | > avg_loss_kl: 2.0155728092560405 (+0.060395772640522205) | > avg_loss_feat: 7.206590432387132 (-0.3180767572843113) | > avg_loss_mel: 19.878822033221905 (-0.25582463924701315) | > avg_loss_duration: 2.269489911886361 (+0.004913898614736123) | > avg_loss_1: 34.04138682438777 (-0.9063879893376239)  > EPOCH: 113/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:53:44)   --> TIME: 2024-06-10 19:53:48 -- STEP: 9/330 -- GLOBAL_STEP: 125300 | > loss_disc: 2.2283244132995605 (2.285197125540839) | > loss_disc_real_0: 0.11634315550327301 (0.12065379321575165) | > loss_disc_real_1: 0.2257286161184311 (0.19984720647335052) | > loss_disc_real_2: 0.24513718485832214 (0.2159159845776028) | > loss_disc_real_3: 0.24666671454906464 (0.22966700295607248) | > loss_disc_real_4: 0.20934173464775085 (0.21441778706179726) | > loss_disc_real_5: 0.1904423087835312 (0.21963246497843) | > loss_0: 2.2283244132995605 (2.285197125540839) | > grad_norm_0: tensor(8.5039, device='cuda:0') (tensor(11.1449, device='cuda:0')) | > loss_gen: 2.635823965072632 (2.5305874347686768) | > loss_kl: 1.288814902305603 (1.5658379528257582) | > loss_feat: 7.153099536895752 (6.7475978003607855) | > loss_mel: 20.03514289855957 (20.149374855889214) | > loss_duration: 2.213836193084717 (2.27893156475491) | > loss_1: 33.326717376708984 (33.27232954237196) | > grad_norm_1: tensor(76.9672, device='cuda:0') (tensor(128.7005, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.37 (0.3480139308505588) | > loader_time: 0.0029 (0.002998722924126519)  --> TIME: 2024-06-10 19:53:57 -- STEP: 34/330 -- GLOBAL_STEP: 125325 | > loss_disc: 2.1994011402130127 (2.270705573699053) | > loss_disc_real_0: 0.11537916213274002 (0.11226949227206848) | > loss_disc_real_1: 0.24994473159313202 (0.20060678483808742) | > loss_disc_real_2: 0.1655537188053131 (0.2142594469820752) | > loss_disc_real_3: 0.21727600693702698 (0.22351870072238586) | > loss_disc_real_4: 0.1981026530265808 (0.2170959027374492) | > loss_disc_real_5: 0.20938991010189056 (0.21759423482067444) | > loss_0: 2.1994011402130127 (2.270705573699053) | > grad_norm_0: tensor(13.4346, device='cuda:0') (tensor(10.1812, device='cuda:0')) | > loss_gen: 2.7643356323242188 (2.5866668224334717) | > loss_kl: 1.4754823446273804 (1.5807138996965744) | > loss_feat: 8.310150146484375 (7.222360568888047) | > loss_mel: 21.04399299621582 (20.252619462854728) | > loss_duration: 2.129843235015869 (2.1471222078098964) | > loss_1: 35.72380447387695 (33.789483519161436) | > grad_norm_1: tensor(89.9623, device='cuda:0') (tensor(129.2056, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3496 (0.34904899316675525) | > loader_time: 0.0032 (0.003244322888991412)  --> TIME: 2024-06-10 19:54:06 -- STEP: 59/330 -- GLOBAL_STEP: 125350 | > loss_disc: 2.388566493988037 (2.2712138668965474) | > loss_disc_real_0: 0.10984515398740768 (0.11542208732689842) | > loss_disc_real_1: 0.19315913319587708 (0.20258645334486233) | > loss_disc_real_2: 0.2493831068277359 (0.2142739073704865) | > loss_disc_real_3: 0.2194107472896576 (0.2239992189205299) | > loss_disc_real_4: 0.1942663937807083 (0.2179587735968121) | > loss_disc_real_5: 0.21079711616039276 (0.21611231717012697) | > loss_0: 2.388566493988037 (2.2712138668965474) | > grad_norm_0: tensor(12.9294, device='cuda:0') (tensor(11.2007, device='cuda:0')) | > loss_gen: 2.4955697059631348 (2.595834550210985) | > loss_kl: 1.5969091653823853 (1.5854480913129902) | > loss_feat: 7.335083961486816 (7.238882477000608) | > loss_mel: 18.97484016418457 (20.138105715735485) | > loss_duration: 2.0388693809509277 (2.111153873346619) | > loss_1: 32.4412727355957 (33.66942496218924) | > grad_norm_1: tensor(225.7375, device='cuda:0') (tensor(130.9246, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3471 (0.3500483359320689) | > loader_time: 0.0034 (0.00332496529918606)  --> TIME: 2024-06-10 19:54:15 -- STEP: 84/330 -- GLOBAL_STEP: 125375 | > loss_disc: 2.283212661743164 (2.2650162549245922) | > loss_disc_real_0: 0.10637430101633072 (0.11556541272217319) | > loss_disc_real_1: 0.21699143946170807 (0.20216974438655944) | > loss_disc_real_2: 0.2258235365152359 (0.2148340427804561) | > loss_disc_real_3: 0.22963562607765198 (0.2237099391363916) | > loss_disc_real_4: 0.2248646765947342 (0.2174091145751022) | > loss_disc_real_5: 0.22532230615615845 (0.21366421399371965) | > loss_0: 2.283212661743164 (2.2650162549245922) | > grad_norm_0: tensor(9.7120, device='cuda:0') (tensor(12.3719, device='cuda:0')) | > loss_gen: 2.6208715438842773 (2.602044051601772) | > loss_kl: 1.4704217910766602 (1.5784939939067477) | > loss_feat: 7.60733699798584 (7.310167817842393) | > loss_mel: 19.63334846496582 (20.057804084959475) | > loss_duration: 2.152944803237915 (2.0960723090739477) | > loss_1: 33.48492431640625 (33.64458236240205) | > grad_norm_1: tensor(96.3724, device='cuda:0') (tensor(159.3799, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3598 (0.35220659630639206) | > loader_time: 0.0038 (0.003420940467289516)  --> TIME: 2024-06-10 19:54:25 -- STEP: 109/330 -- GLOBAL_STEP: 125400 | > loss_disc: 2.4811110496520996 (2.263299298942635) | > loss_disc_real_0: 0.12781748175621033 (0.11526685057703508) | > loss_disc_real_1: 0.2256738543510437 (0.20107691864901728) | > loss_disc_real_2: 0.27394425868988037 (0.21598403483902642) | > loss_disc_real_3: 0.29278823733329773 (0.2237058867008314) | > loss_disc_real_4: 0.3007817566394806 (0.21649829865595616) | > loss_disc_real_5: 0.3063250482082367 (0.2128870386049288) | > loss_0: 2.4811110496520996 (2.263299298942635) | > grad_norm_0: tensor(7.6254, device='cuda:0') (tensor(12.8749, device='cuda:0')) | > loss_gen: 2.5653581619262695 (2.6057532489846587) | > loss_kl: 1.534652590751648 (1.5900194590244818) | > loss_feat: 7.171321868896484 (7.326423898749395) | > loss_mel: 19.29421615600586 (19.987635026284305) | > loss_duration: 2.031949043273926 (2.092066448762876) | > loss_1: 32.597496032714844 (33.601898035871876) | > grad_norm_1: tensor(195.4479, device='cuda:0') (tensor(164.9872, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3718 (0.3552331552592986) | > loader_time: 0.0039 (0.003511072298802367)  --> TIME: 2024-06-10 19:54:34 -- STEP: 134/330 -- GLOBAL_STEP: 125425 | > loss_disc: 2.1996090412139893 (2.264398115784374) | > loss_disc_real_0: 0.10782419890165329 (0.11496220223272025) | > loss_disc_real_1: 0.18247948586940765 (0.2008986773330774) | > loss_disc_real_2: 0.24451017379760742 (0.21551620037253225) | > loss_disc_real_3: 0.21516084671020508 (0.2231054717480247) | > loss_disc_real_4: 0.19310295581817627 (0.21569539250722572) | > loss_disc_real_5: 0.19390979409217834 (0.21228844416675283) | > loss_0: 2.1996090412139893 (2.264398115784374) | > grad_norm_0: tensor(18.6262, device='cuda:0') (tensor(13.7031, device='cuda:0')) | > loss_gen: 2.5545074939727783 (2.6009519847471307) | > loss_kl: 1.4642069339752197 (1.5865333284904708) | > loss_feat: 8.026674270629883 (7.304813402802197) | > loss_mel: 19.97513198852539 (20.001629943278292) | > loss_duration: 2.076371192932129 (2.0913535952568045) | > loss_1: 34.09688949584961 (33.5852821264694) | > grad_norm_1: tensor(336.3797, device='cuda:0') (tensor(170.8876, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3845 (0.35782250717504704) | > loader_time: 0.0044 (0.0036478398451164585)  --> TIME: 2024-06-10 19:54:44 -- STEP: 159/330 -- GLOBAL_STEP: 125450 | > loss_disc: 2.29825496673584 (2.2666630235108176) | > loss_disc_real_0: 0.11304149031639099 (0.11561966040786707) | > loss_disc_real_1: 0.20540036261081696 (0.20116806611325003) | > loss_disc_real_2: 0.22599449753761292 (0.2146785688475243) | > loss_disc_real_3: 0.2231494039297104 (0.22235937885143472) | > loss_disc_real_4: 0.21546775102615356 (0.21572919967789317) | > loss_disc_real_5: 0.22599385678768158 (0.21186000436731856) | > loss_0: 2.29825496673584 (2.2666630235108176) | > grad_norm_0: tensor(27.7447, device='cuda:0') (tensor(16.0176, device='cuda:0')) | > loss_gen: 2.5046887397766113 (2.602119328840722) | > loss_kl: 1.6502556800842285 (1.595388088586196) | > loss_feat: 7.206361293792725 (7.3148292985352334) | > loss_mel: 19.083072662353516 (19.98073305573853) | > loss_duration: 2.0712573528289795 (2.091090709908202) | > loss_1: 32.5156364440918 (33.58416036689809) | > grad_norm_1: tensor(61.0864, device='cuda:0') (tensor(189.0654, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3704 (0.3611129454846652) | > loader_time: 0.0049 (0.0037733518852377836)  --> TIME: 2024-06-10 19:54:54 -- STEP: 184/330 -- GLOBAL_STEP: 125475 | > loss_disc: 1.9971189498901367 (2.2516009885331845) | > loss_disc_real_0: 0.058149661868810654 (0.11047721166244667) | > loss_disc_real_1: 0.19101746380329132 (0.2004664612367101) | > loss_disc_real_2: 0.260101854801178 (0.21534205940754517) | > loss_disc_real_3: 0.2438945472240448 (0.22279295819285122) | > loss_disc_real_4: 0.11659090220928192 (0.21258976472460703) | > loss_disc_real_5: 0.21117454767227173 (0.21223530351467754) | > loss_0: 1.9971189498901367 (2.2516009885331845) | > grad_norm_0: tensor(11.2490, device='cuda:0') (tensor(16.4096, device='cuda:0')) | > loss_gen: 3.015665054321289 (2.6411307156085964) | > loss_kl: 1.5820631980895996 (1.6048646957977966) | > loss_feat: 7.422581672668457 (7.388680354408596) | > loss_mel: 19.161333084106445 (19.944979170094363) | > loss_duration: 2.130176544189453 (2.095422264674434) | > loss_1: 33.31182098388672 (33.67507704444555) | > grad_norm_1: tensor(422.3403, device='cuda:0') (tensor(190.8207, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.3844 (0.3642102700212728) | > loader_time: 0.0049 (0.003890550654867421)  --> TIME: 2024-06-10 19:55:04 -- STEP: 209/330 -- GLOBAL_STEP: 125500 | > loss_disc: 2.368988275527954 (2.2686046618593925) | > loss_disc_real_0: 0.13297878205776215 (0.1105685872181751) | > loss_disc_real_1: 0.20552252233028412 (0.20047611204916208) | > loss_disc_real_2: 0.22074998915195465 (0.21519899582178398) | > loss_disc_real_3: 0.25734400749206543 (0.22321953756387153) | > loss_disc_real_4: 0.27004125714302063 (0.21874723002385862) | > loss_disc_real_5: 0.21686285734176636 (0.21451533111658963) | > loss_0: 2.368988275527954 (2.2686046618593925) | > grad_norm_0: tensor(22.4560, device='cuda:0') (tensor(18.0071, device='cuda:0')) | > loss_gen: 2.6823158264160156 (2.6359457296617865) | > loss_kl: 1.6365842819213867 (1.6099316041435356) | > loss_feat: 7.069821834564209 (7.378684732902563) | > loss_mel: 19.077730178833008 (19.912849681799482) | > loss_duration: 2.142773151397705 (2.1007397260392096) | > loss_1: 32.60922622680664 (33.6381513330925) | > grad_norm_1: tensor(59.5113, device='cuda:0') (tensor(198.7882, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.4114 (0.3674892249860262) | > loader_time: 0.0051 (0.00404167289368844) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_125500.pth  --> TIME: 2024-06-10 19:55:19 -- STEP: 234/330 -- GLOBAL_STEP: 125525 | > loss_disc: 2.263662576675415 (2.269610232777064) | > loss_disc_real_0: 0.09822244197130203 (0.11187500325150979) | > loss_disc_real_1: 0.21036064624786377 (0.2001688621110386) | > loss_disc_real_2: 0.1961626559495926 (0.2151439452273214) | > loss_disc_real_3: 0.20597116649150848 (0.22304681319202113) | > loss_disc_real_4: 0.2368951141834259 (0.21922763659913314) | > loss_disc_real_5: 0.22198505699634552 (0.21398335294081614) | > loss_0: 2.263662576675415 (2.269610232777064) | > grad_norm_0: tensor(35.2702, device='cuda:0') (tensor(17.9453, device='cuda:0')) | > loss_gen: 2.745007038116455 (2.6307035643830257) | > loss_kl: 1.530953049659729 (1.6118750725037017) | > loss_feat: 6.903782367706299 (7.368136071751261) | > loss_mel: 19.15553092956543 (19.881191009130227) | > loss_duration: 2.1825881004333496 (2.1075370948538805) | > loss_1: 32.517860412597656 (33.59944272652651) | > grad_norm_1: tensor(342.6740, device='cuda:0') (tensor(198.4172, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.406 (0.3718212608598237) | > loader_time: 0.0065 (0.004210624939356096)  --> TIME: 2024-06-10 19:55:29 -- STEP: 259/330 -- GLOBAL_STEP: 125550 | > loss_disc: 2.3709123134613037 (2.268971313380825) | > loss_disc_real_0: 0.1266818642616272 (0.11344941872312296) | > loss_disc_real_1: 0.17690375447273254 (0.20021417420573212) | > loss_disc_real_2: 0.2426576167345047 (0.21454529211097703) | > loss_disc_real_3: 0.21921893954277039 (0.2230533069740391) | > loss_disc_real_4: 0.2750661373138428 (0.21884546184401713) | > loss_disc_real_5: 0.21869555115699768 (0.21309570450350124) | > loss_0: 2.3709123134613037 (2.268971313380825) | > grad_norm_0: tensor(9.2071, device='cuda:0') (tensor(17.8938, device='cuda:0')) | > loss_gen: 2.575173854827881 (2.6270337951689613) | > loss_kl: 1.7048099040985107 (1.6133800261729476) | > loss_feat: 6.220785617828369 (7.367975426456643) | > loss_mel: 19.525583267211914 (19.847061466526334) | > loss_duration: 2.207589864730835 (2.1131979254682083) | > loss_1: 32.233943939208984 (33.56864855556416) | > grad_norm_1: tensor(103.1646, device='cuda:0') (tensor(199.9794, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.4186 (0.3761161064089035) | > loader_time: 0.0064 (0.004362359470382162)  --> TIME: 2024-06-10 19:55:40 -- STEP: 284/330 -- GLOBAL_STEP: 125575 | > loss_disc: 2.354278564453125 (2.267541031602401) | > loss_disc_real_0: 0.1893068552017212 (0.1141773922185243) | > loss_disc_real_1: 0.28925463557243347 (0.20113412285564647) | > loss_disc_real_2: 0.22376394271850586 (0.21434036490153255) | > loss_disc_real_3: 0.22861222922801971 (0.2227828147440729) | > loss_disc_real_4: 0.24584278464317322 (0.21851395285675218) | > loss_disc_real_5: 0.22423410415649414 (0.21219795134285804) | > loss_0: 2.354278564453125 (2.267541031602401) | > grad_norm_0: tensor(71.3403, device='cuda:0') (tensor(18.7299, device='cuda:0')) | > loss_gen: 2.756823778152466 (2.6286362275271347) | > loss_kl: 1.6542826890945435 (1.6173208767259628) | > loss_feat: 7.527781963348389 (7.391111692912142) | > loss_mel: 19.82903289794922 (19.824463898027442) | > loss_duration: 2.1907830238342285 (2.1205437078442366) | > loss_1: 33.95870590209961 (33.5820763681976) | > grad_norm_1: tensor(412.0004, device='cuda:0') (tensor(211.2967, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.4464 (0.38150595443349494) | > loader_time: 0.0061 (0.004533595602277301)  --> TIME: 2024-06-10 19:55:52 -- STEP: 309/330 -- GLOBAL_STEP: 125600 | > loss_disc: 2.3132710456848145 (2.2663440009922646) | > loss_disc_real_0: 0.07232363522052765 (0.11359236599172204) | > loss_disc_real_1: 0.2685701847076416 (0.2017682575195737) | > loss_disc_real_2: 0.2405332624912262 (0.21453552030051024) | > loss_disc_real_3: 0.23425300419330597 (0.2225377537961145) | > loss_disc_real_4: 0.20740851759910583 (0.21830680223730387) | > loss_disc_real_5: 0.21082201600074768 (0.21162027303840727) | > loss_0: 2.3132710456848145 (2.2663440009922646) | > grad_norm_0: tensor(13.9087, device='cuda:0') (tensor(19.9761, device='cuda:0')) | > loss_gen: 2.6288094520568848 (2.6294503582334072) | > loss_kl: 1.6659959554672241 (1.6205203888099948) | > loss_feat: 7.221766948699951 (7.421366319687236) | > loss_mel: 18.6799373626709 (19.779044253154858) | > loss_duration: 2.2885966300964355 (2.130831098479359) | > loss_1: 32.485103607177734 (33.581212380171614) | > grad_norm_1: tensor(460.1557, device='cuda:0') (tensor(225.3649, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.4995 (0.3886754165575343) | > loader_time: 0.0078 (0.004719576789337457)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.23665452003479 (2.23665452003479) | > loss_disc_real_0: 0.07254280149936676 (0.07254280149936676) | > loss_disc_real_1: 0.16611972451210022 (0.16611972451210022) | > loss_disc_real_2: 0.1761062890291214 (0.1761062890291214) | > loss_disc_real_3: 0.18620821833610535 (0.18620821833610535) | > loss_disc_real_4: 0.2226470559835434 (0.2226470559835434) | > loss_disc_real_5: 0.2183067947626114 (0.2183067947626114) | > loss_0: 2.23665452003479 (2.23665452003479) | > loss_gen: 2.3734190464019775 (2.3734190464019775) | > loss_kl: 0.9972900152206421 (0.9972900152206421) | > loss_feat: 7.927079677581787 (7.927079677581787) | > loss_mel: 21.83747673034668 (21.83747673034668) | > loss_duration: 2.9236321449279785 (2.9236321449279785) | > loss_1: 36.05889892578125 (36.05889892578125)  --> STEP: 1 | > loss_disc: 2.0896637439727783 (2.0896637439727783) | > loss_disc_real_0: 0.14013145864009857 (0.14013145864009857) | > loss_disc_real_1: 0.19051551818847656 (0.19051551818847656) | > loss_disc_real_2: 0.2490328699350357 (0.2490328699350357) | > loss_disc_real_3: 0.2032017856836319 (0.2032017856836319) | > loss_disc_real_4: 0.2307267189025879 (0.2307267189025879) | > loss_disc_real_5: 0.2335963100194931 (0.2335963100194931) | > loss_0: 2.0896637439727783 (2.0896637439727783) | > loss_gen: 2.748965263366699 (2.748965263366699) | > loss_kl: 2.3951053619384766 (2.3951053619384766) | > loss_feat: 6.869783878326416 (6.869783878326416) | > loss_mel: 19.898595809936523 (19.898595809936523) | > loss_duration: 2.3833281993865967 (2.3833281993865967) | > loss_1: 34.2957763671875 (34.2957763671875)  --> STEP: 2 | > loss_disc: 2.1626524925231934 (2.126158118247986) | > loss_disc_real_0: 0.11878350377082825 (0.1294574812054634) | > loss_disc_real_1: 0.20053422451019287 (0.19552487134933472) | > loss_disc_real_2: 0.2603739798069 (0.25470342487096786) | > loss_disc_real_3: 0.2625390589237213 (0.2328704223036766) | > loss_disc_real_4: 0.30591899156570435 (0.2683228552341461) | > loss_disc_real_5: 0.22693289816379547 (0.2302646040916443) | > loss_0: 2.1626524925231934 (2.126158118247986) | > loss_gen: 2.9976375102996826 (2.873301386833191) | > loss_kl: 1.8835220336914062 (2.1393136978149414) | > loss_feat: 7.341142654418945 (7.105463266372681) | > loss_mel: 21.682193756103516 (20.79039478302002) | > loss_duration: 2.400021553039551 (2.3916748762130737) | > loss_1: 36.30451583862305 (35.30014610290527)  --> STEP: 3 | > loss_disc: 2.2671728134155273 (2.1731630166371665) | > loss_disc_real_0: 0.0857672244310379 (0.11489406228065491) | > loss_disc_real_1: 0.25230512022972107 (0.21445162097613016) | > loss_disc_real_2: 0.24850381910800934 (0.2526368896166484) | > loss_disc_real_3: 0.2466123104095459 (0.2374510516722997) | > loss_disc_real_4: 0.286428302526474 (0.27435800433158875) | > loss_disc_real_5: 0.24730637669563293 (0.2359451949596405) | > loss_0: 2.2671728134155273 (2.1731630166371665) | > loss_gen: 2.8928229808807373 (2.8798085848490396) | > loss_kl: 2.158696413040161 (2.1457746028900146) | > loss_feat: 7.14138126373291 (7.117435932159424) | > loss_mel: 18.055761337280273 (19.87885030110677) | > loss_duration: 2.149156093597412 (2.310835282007853) | > loss_1: 32.3978157043457 (34.33270263671875)  --> STEP: 4 | > loss_disc: 2.1592726707458496 (2.169690430164337) | > loss_disc_real_0: 0.09459905326366425 (0.10982031002640724) | > loss_disc_real_1: 0.14685507118701935 (0.19755248352885246) | > loss_disc_real_2: 0.3088570833206177 (0.2666919380426407) | > loss_disc_real_3: 0.2453753650188446 (0.23943213000893593) | > loss_disc_real_4: 0.29756760597229004 (0.28016040474176407) | > loss_disc_real_5: 0.24729394912719727 (0.2387823835015297) | > loss_0: 2.1592726707458496 (2.169690430164337) | > loss_gen: 2.856511116027832 (2.873984217643738) | > loss_kl: 2.216059923171997 (2.1633459329605103) | > loss_feat: 6.831811428070068 (7.046029806137085) | > loss_mel: 20.92951202392578 (20.141515731811523) | > loss_duration: 2.2562994956970215 (2.2972013354301453) | > loss_1: 35.09019088745117 (34.522074699401855)  --> STEP: 5 | > loss_disc: 2.2622313499450684 (2.188198614120483) | > loss_disc_real_0: 0.15033143758773804 (0.1179225355386734) | > loss_disc_real_1: 0.2457820624113083 (0.20719839930534362) | > loss_disc_real_2: 0.2617394030094147 (0.2657014310359955) | > loss_disc_real_3: 0.18472284078598022 (0.22849027216434478) | > loss_disc_real_4: 0.3088338077068329 (0.2858950853347778) | > loss_disc_real_5: 0.2704439163208008 (0.24511469006538392) | > loss_0: 2.2622313499450684 (2.188198614120483) | > loss_gen: 2.9882636070251465 (2.8968400955200195) | > loss_kl: 1.5642778873443604 (2.0435323238372805) | > loss_feat: 6.407109260559082 (6.918245697021485) | > loss_mel: 21.791488647460938 (20.471510314941405) | > loss_duration: 2.379650831222534 (2.313691234588623) | > loss_1: 35.13078689575195 (34.64381713867188)  --> STEP: 6 | > loss_disc: 2.3865277767181396 (2.2212534745534263) | > loss_disc_real_0: 0.10327884554862976 (0.1154819205403328) | > loss_disc_real_1: 0.13156580924987793 (0.19459296762943268) | > loss_disc_real_2: 0.2256993055343628 (0.2590344101190567) | > loss_disc_real_3: 0.2601301670074463 (0.23376358797152838) | > loss_disc_real_4: 0.29602986574172974 (0.28758421540260315) | > loss_disc_real_5: 0.29320576786994934 (0.25312986969947815) | > loss_0: 2.3865277767181396 (2.2212534745534263) | > loss_gen: 2.25392484664917 (2.7896875540415444) | > loss_kl: 1.193065881729126 (1.9017879168192546) | > loss_feat: 4.873003959655762 (6.577372074127197) | > loss_mel: 19.00545310974121 (20.22716744740804) | > loss_duration: 2.0731546878814697 (2.2736018101374307) | > loss_1: 29.398601531982422 (33.76961453755697)  --> STEP: 7 | > loss_disc: 1.8153609037399292 (2.1632688215800693) | > loss_disc_real_0: 0.0578777901828289 (0.10725275906068939) | > loss_disc_real_1: 0.16886796057224274 (0.19091796662126267) | > loss_disc_real_2: 0.2593505382537842 (0.2590795712811606) | > loss_disc_real_3: 0.16177907586097717 (0.22348008624144963) | > loss_disc_real_4: 0.21100756525993347 (0.2766446939536503) | > loss_disc_real_5: 0.19090880453586578 (0.24424114610467637) | > loss_0: 1.8153609037399292 (2.1632688215800693) | > loss_gen: 3.007829189300537 (2.8208506447928294) | > loss_kl: 2.7313873767852783 (2.0203021253858293) | > loss_feat: 8.498719215393066 (6.851850237165179) | > loss_mel: 21.815208435058594 (20.454030445643834) | > loss_duration: 2.428318738937378 (2.2957042285374234) | > loss_1: 38.48146057128906 (34.442735399518696)  --> STEP: 8 | > loss_disc: 1.8910552263259888 (2.1292421221733093) | > loss_disc_real_0: 0.08719298243522644 (0.10474528698250651) | > loss_disc_real_1: 0.14012210071086884 (0.18456848338246346) | > loss_disc_real_2: 0.2767946720123291 (0.2612939588725567) | > loss_disc_real_3: 0.20050017535686493 (0.22060759738087654) | > loss_disc_real_4: 0.17327561974525452 (0.26372355967760086) | > loss_disc_real_5: 0.1288306564092636 (0.2298148348927498) | > loss_0: 1.8910552263259888 (2.1292421221733093) | > loss_gen: 2.880272150039673 (2.8282783329486847) | > loss_kl: 2.4329986572265625 (2.071889191865921) | > loss_feat: 8.868683815002441 (7.103954434394836) | > loss_mel: 21.295473098754883 (20.559210777282715) | > loss_duration: 2.154057025909424 (2.2779983282089233) | > loss_1: 37.63148498535156 (34.8413290977478)  --> STEP: 9 | > loss_disc: 2.2161941528320312 (2.1389034589131675) | > loss_disc_real_0: 0.0726008266210556 (0.10117368027567863) | > loss_disc_real_1: 0.1596798300743103 (0.18180307745933533) | > loss_disc_real_2: 0.33395543694496155 (0.2693674564361572) | > loss_disc_real_3: 0.24116088449954987 (0.222891295949618) | > loss_disc_real_4: 0.2490224689245224 (0.26209010514948106) | > loss_disc_real_5: 0.28229019045829773 (0.23564542995558846) | > loss_0: 2.2161941528320312 (2.1389034589131675) | > loss_gen: 2.8291995525360107 (2.8283806906806097) | > loss_kl: 1.2792332172393799 (1.9838163057963054) | > loss_feat: 8.068717002868652 (7.211150275336371) | > loss_mel: 21.042797088623047 (20.612942589653862) | > loss_duration: 2.1263129711151123 (2.2611443996429443) | > loss_1: 35.34626007080078 (34.897432539198135)  --> STEP: 10 | > loss_disc: 2.5660877227783203 (2.1816218852996827) | > loss_disc_real_0: 0.19833391904830933 (0.1108897041529417) | > loss_disc_real_1: 0.25938618183135986 (0.1895613878965378) | > loss_disc_real_2: 0.37106138467788696 (0.2795368492603302) | > loss_disc_real_3: 0.26955628395080566 (0.22755779474973678) | > loss_disc_real_4: 0.301613450050354 (0.2660424396395683) | > loss_disc_real_5: 0.3089333772659302 (0.2429742246866226) | > loss_0: 2.5660877227783203 (2.1816218852996827) | > loss_gen: 2.8607022762298584 (2.8316128492355346) | > loss_kl: 1.4004536867141724 (1.9254800438880921) | > loss_feat: 5.974754333496094 (7.087510681152343) | > loss_mel: 18.57952880859375 (20.40960121154785) | > loss_duration: 2.2958264350891113 (2.264612603187561) | > loss_1: 31.111265182495117 (34.51881580352783)  --> STEP: 11 | > loss_disc: 2.184495449066162 (2.1818831183693628) | > loss_disc_real_0: 0.1250845491886139 (0.11218014461073009) | > loss_disc_real_1: 0.1606762856245041 (0.18693546950817108) | > loss_disc_real_2: 0.2876983880996704 (0.28027880733663385) | > loss_disc_real_3: 0.19101767241954803 (0.22423596544699234) | > loss_disc_real_4: 0.25083956122398376 (0.2646603597836061) | > loss_disc_real_5: 0.23280860483646393 (0.24205007742751727) | > loss_0: 2.184495449066162 (2.1818831183693628) | > loss_gen: 2.6317687034606934 (2.81344519961964) | > loss_kl: 2.518913745880127 (1.9794285622510044) | > loss_feat: 5.268524646759033 (6.922148314389315) | > loss_mel: 15.54929256439209 (19.967754970897328) | > loss_duration: 2.392286777496338 (2.2762193463065405) | > loss_1: 28.36078643798828 (33.95899495211515)  --> STEP: 12 | > loss_disc: 2.1135292053222656 (2.1761869589487715) | > loss_disc_real_0: 0.12861919403076172 (0.11355006539573272) | > loss_disc_real_1: 0.1652279943227768 (0.18512651324272156) | > loss_disc_real_2: 0.2567390501499176 (0.2783171609044075) | > loss_disc_real_3: 0.22461378574371338 (0.22426745047171912) | > loss_disc_real_4: 0.19902804493904114 (0.25919100021322566) | > loss_disc_real_5: 0.15574471652507782 (0.23485796401898065) | > loss_0: 2.1135292053222656 (2.1761869589487715) | > loss_gen: 2.5570528507232666 (2.7920791705449424) | > loss_kl: 1.9975101947784424 (1.9809353649616241) | > loss_feat: 6.5917744636535645 (6.894617160161336) | > loss_mel: 17.336206436157227 (19.748459259668987) | > loss_duration: 2.186588764190674 (2.268750131130218) | > loss_1: 30.669132232666016 (33.684839725494385)  --> STEP: 13 | > loss_disc: 2.109893560409546 (2.1710874667534465) | > loss_disc_real_0: 0.11133034527301788 (0.11337931769398543) | > loss_disc_real_1: 0.22488920390605927 (0.188185181755286) | > loss_disc_real_2: 0.2943582534790039 (0.27955109110245335) | > loss_disc_real_3: 0.26118728518486023 (0.22710743775734535) | > loss_disc_real_4: 0.2821454703807831 (0.2609567286876532) | > loss_disc_real_5: 0.2683250904083252 (0.23743235835662255) | > loss_0: 2.109893560409546 (2.1710874667534465) | > loss_gen: 3.2767958641052246 (2.829365070049579) | > loss_kl: 2.0512189865112305 (1.986341797388517) | > loss_feat: 7.933407306671143 (6.9745240945082445) | > loss_mel: 19.318973541259766 (19.71542189671443) | > loss_duration: 2.072878837585449 (2.253683108549851) | > loss_1: 34.65327453613281 (33.75933471092811)  --> STEP: 14 | > loss_disc: 2.3608856201171875 (2.1846444777079994) | > loss_disc_real_0: 0.15313801169395447 (0.11621922440826893) | > loss_disc_real_1: 0.15686121582984924 (0.1859477556177548) | > loss_disc_real_2: 0.2836562693119049 (0.27984431811741417) | > loss_disc_real_3: 0.2771570086479187 (0.230682407106672) | > loss_disc_real_4: 0.3230363428592682 (0.2653909868427685) | > loss_disc_real_5: 0.2942015528678894 (0.24148730082171305) | > loss_0: 2.3608856201171875 (2.1846444777079994) | > loss_gen: 2.9000957012176514 (2.834417257990156) | > loss_kl: 2.31750750541687 (2.0099964908191135) | > loss_feat: 5.710089206695557 (6.8842073168073386) | > loss_mel: 19.47871208190918 (19.69851405279977) | > loss_duration: 2.371091842651367 (2.2620694466999596) | > loss_1: 32.777496337890625 (33.68920339856829)  --> STEP: 15 | > loss_disc: 2.4121570587158203 (2.1998119831085203) | > loss_disc_real_0: 0.14454957842826843 (0.1181079146762689) | > loss_disc_real_1: 0.20316840708255768 (0.18709579904874166) | > loss_disc_real_2: 0.24876920878887177 (0.27777264416217806) | > loss_disc_real_3: 0.2696041166782379 (0.2332771877447764) | > loss_disc_real_4: 0.27057480812072754 (0.2657365749279658) | > loss_disc_real_5: 0.23740758001804352 (0.24121531943480173) | > loss_0: 2.4121570587158203 (2.1998119831085203) | > loss_gen: 2.7028322219848633 (2.82564492225647) | > loss_kl: 2.3677549362182617 (2.0338470538457236) | > loss_feat: 8.426361083984375 (6.987017567952474) | > loss_mel: 19.754409790039062 (19.702240435282388) | > loss_duration: 2.2691314220428467 (2.2625402450561523) | > loss_1: 35.52048873901367 (33.811289087931314)  --> STEP: 16 | > loss_disc: 2.324571132659912 (2.2076094299554825) | > loss_disc_real_0: 0.19757729768753052 (0.12307475111447275) | > loss_disc_real_1: 0.19444894790649414 (0.1875553708523512) | > loss_disc_real_2: 0.23366162180900574 (0.27501570526510477) | > loss_disc_real_3: 0.21147923171520233 (0.23191481549292803) | > loss_disc_real_4: 0.23607708513736725 (0.2638828568160534) | > loss_disc_real_5: 0.20207293331623077 (0.23876892030239105) | > loss_0: 2.324571132659912 (2.2076094299554825) | > loss_gen: 2.715670585632324 (2.8187715262174606) | > loss_kl: 1.99784255027771 (2.0315967723727226) | > loss_feat: 7.747747898101807 (7.034563213586807) | > loss_mel: 17.592060089111328 (19.570354163646698) | > loss_duration: 2.331852912902832 (2.26687228679657) | > loss_1: 32.38517379760742 (33.72215688228607)  --> STEP: 17 | > loss_disc: 2.206294059753418 (2.207532055237714) | > loss_disc_real_0: 0.1500144898891449 (0.12465944163062993) | > loss_disc_real_1: 0.19036705791950226 (0.18772076420924244) | > loss_disc_real_2: 0.23961329460144043 (0.2729332105201833) | > loss_disc_real_3: 0.27402612566947937 (0.23439195138566635) | > loss_disc_real_4: 0.3185858428478241 (0.2671006795238046) | > loss_disc_real_5: 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(2.0217890077167087) | > loss_feat: 9.017946243286133 (7.103318585289849) | > loss_mel: 20.034130096435547 (19.599551995595295) | > loss_duration: 2.2022716999053955 (2.2678426239225598) | > loss_1: 36.082427978515625 (33.795626640319824)  --> STEP: 19 | > loss_disc: 1.820859432220459 (2.1847135267759623) | > loss_disc_real_0: 0.11980268359184265 (0.12444865683975972) | > loss_disc_real_1: 0.16077804565429688 (0.18561756140307376) | > loss_disc_real_2: 0.19975394010543823 (0.2672211786634044) | > loss_disc_real_3: 0.15738366544246674 (0.22763021211875112) | > loss_disc_real_4: 0.18305018544197083 (0.2576887984024851) | > loss_disc_real_5: 0.14162972569465637 (0.2318981713370273) | > loss_0: 1.820859432220459 (2.1847135267759623) | > loss_gen: 2.7526004314422607 (2.800466399443777) | > loss_kl: 2.1242644786834717 (2.0271824535570646) | > loss_feat: 10.811957359313965 (7.298510099712171) | > loss_mel: 20.559120178222656 (19.650055584154632) | > loss_duration: 2.2979021072387695 (2.2694247019918343) | > loss_1: 38.54584503173828 (34.04563813460501)  --> STEP: 20 | > loss_disc: 2.315608501434326 (2.1912582755088805) | > loss_disc_real_0: 0.1318836510181427 (0.12482040654867887) | > loss_disc_real_1: 0.13958193361759186 (0.18331578001379967) | > loss_disc_real_2: 0.21831254661083221 (0.2647757470607758) | > loss_disc_real_3: 0.21492169797420502 (0.22699478641152382) | > loss_disc_real_4: 0.19364839792251587 (0.25448677837848666) | > loss_disc_real_5: 0.20882271230220795 (0.23074439838528632) | > loss_0: 2.315608501434326 (2.1912582755088805) | > loss_gen: 2.0952136516571045 (2.765203762054443) | > loss_kl: 1.8794981241226196 (2.0197982370853422) | > loss_feat: 5.240827560424805 (7.195625972747803) | > loss_mel: 18.09834861755371 (19.572470235824586) | > loss_duration: 2.316911458969116 (2.2717990398406984) | > loss_1: 29.63079833984375 (33.82489614486694)  --> STEP: 21 | > loss_disc: 2.2874417304992676 (2.195838440032232) | > loss_disc_real_0: 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(0.2335380380568297) | > loss_0: 2.2176783084869385 (2.2166710832844605) | > loss_gen: 2.8654394149780273 (2.736852873926577) | > loss_kl: 2.5483083724975586 (2.0485681969186533) | > loss_feat: 8.583610534667969 (7.133181198783543) | > loss_mel: 19.80864143371582 (19.452085370602813) | > loss_duration: 2.263716697692871 (2.263321067975915) | > loss_1: 36.06971740722656 (33.63400782709536)  --> STEP: 24 | > loss_disc: 2.321805953979492 (2.2210517028967534) | > loss_disc_real_0: 0.152615025639534 (0.12555643310770392) | > loss_disc_real_1: 0.13441258668899536 (0.18749443689982095) | > loss_disc_real_2: 0.22427430748939514 (0.2623829723646243) | > loss_disc_real_3: 0.2582046687602997 (0.22737220861017704) | > loss_disc_real_4: 0.27136969566345215 (0.25786104549964267) | > loss_disc_real_5: 0.2943618595600128 (0.23607236395279566) | > loss_0: 2.321805953979492 (2.2210517028967534) | > loss_gen: 2.5836031436920166 (2.7304674685001373) | > loss_kl: 2.1620407104492188 (2.05329621831576) | > loss_feat: 5.3830389976501465 (7.060258607069652) | > loss_mel: 19.55010986328125 (19.456169724464413) | > loss_duration: 2.4541661739349365 (2.2712729473908744) | > loss_1: 32.132957458496094 (33.57146406173705)  --> STEP: 25 | > loss_disc: 2.4453868865966797 (2.2300251102447506) | > loss_disc_real_0: 0.13163913786411285 (0.1257997412979603) | > loss_disc_real_1: 0.1869829148054123 (0.18747397601604462) | > loss_disc_real_2: 0.24314795434474945 (0.26161357164382937) | > loss_disc_real_3: 0.18498285114765167 (0.22567663431167603) | > loss_disc_real_4: 0.20429548621177673 (0.25571842312812804) | > loss_disc_real_5: 0.21050740778446198 (0.2350497657060623) | > loss_0: 2.4453868865966797 (2.2300251102447506) | > loss_gen: 2.3324813842773438 (2.7145480251312257) | > loss_kl: 2.020965099334717 (2.0520029735565184) | > loss_feat: 6.779086589813232 (7.049011726379394) | > loss_mel: 18.757095336914062 (19.4282067489624) | > loss_duration: 2.3320679664611816 (2.2737047481536865) | > loss_1: 32.22169876098633 (33.51747344970702)  --> STEP: 26 | > loss_disc: 2.594144821166992 (2.2440297145109906) | > loss_disc_real_0: 0.1341397762298584 (0.12612051187226406) | > loss_disc_real_1: 0.19207924604415894 (0.18765110178635672) | > loss_disc_real_2: 0.21021150052547455 (0.25963656890850806) | > loss_disc_real_3: 0.23685888946056366 (0.2261067210481717) | > loss_disc_real_4: 0.2529682517051697 (0.2556126473041681) | > loss_disc_real_5: 0.23414576053619385 (0.235014996276452) | > loss_0: 2.594144821166992 (2.2440297145109906) | > loss_gen: 1.868324875831604 (2.682000980927394) | > loss_kl: 1.7168763875961304 (2.0391134894811187) | > loss_feat: 3.2643442153930664 (6.903447591341459) | > loss_mel: 13.137960433959961 (19.186274198385384) | > loss_duration: 2.2965145111083984 (2.2745820467288675) | > loss_1: 22.284019470214844 (33.085417527418855) --> EVAL PERFORMANCE | > avg_loader_time: 0.00216366694523738 (-0.0003886314538808968) | > avg_loss_disc: 2.2440297145109906 (-0.050534959022815684) | > avg_loss_disc_real_0: 0.12612051187226406 (+0.013037602345530808) | > avg_loss_disc_real_1: 0.18765110178635672 (-0.0013755433834516106) | > avg_loss_disc_real_2: 0.25963656890850806 (+0.029175909092793162) | > avg_loss_disc_real_3: 0.2261067210481717 (-0.04862486972258645) | > avg_loss_disc_real_4: 0.2556126473041681 (-0.013241139742044383) | > avg_loss_disc_real_5: 0.235014996276452 (-0.03078625809687835) | > avg_loss_0: 2.2440297145109906 (-0.050534959022815684) | > avg_loss_gen: 2.682000980927394 (+0.011089164477128044) | > avg_loss_kl: 2.0391134894811187 (+0.02354068022507816) | > avg_loss_feat: 6.903447591341459 (-0.30314284104567246) | > avg_loss_mel: 19.186274198385384 (-0.692547834836521) | > avg_loss_duration: 2.2745820467288675 (+0.005092134842506368) | > avg_loss_1: 33.085417527418855 (-0.9559692969689166) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_125621.pth  > EPOCH: 114/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:56:33)   --> TIME: 2024-06-10 19:56:36 -- STEP: 4/330 -- GLOBAL_STEP: 125625 | > loss_disc: 2.2318599224090576 (2.2969815731048584) | > loss_disc_real_0: 0.1255928874015808 (0.11185328103601933) | > loss_disc_real_1: 0.18204164505004883 (0.19946614652872086) | > loss_disc_real_2: 0.19480133056640625 (0.2049131616950035) | > loss_disc_real_3: 0.1930256187915802 (0.20762155577540398) | > loss_disc_real_4: 0.1691369265317917 (0.22135351970791817) | > loss_disc_real_5: 0.17585189640522003 (0.20827215164899826) | > loss_0: 2.2318599224090576 (2.2969815731048584) | > grad_norm_0: tensor(6.6280, device='cuda:0') (tensor(10.6925, device='cuda:0')) | > loss_gen: 2.3135175704956055 (2.3984546661376953) | > loss_kl: 1.6883183717727661 (1.7397565245628357) | > loss_feat: 6.283133029937744 (6.296920657157898) | > loss_mel: 20.16946029663086 (20.18565607070923) | > loss_duration: 2.3430142402648926 (2.3489179611206055) | > loss_1: 32.79744338989258 (32.96970558166504) | > grad_norm_1: tensor(88.6336, device='cuda:0') (tensor(131.5828, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3244 (0.3300755023956299) | > loader_time: 0.0027 (0.0028656721115112305)  --> TIME: 2024-06-10 19:56:44 -- STEP: 29/330 -- GLOBAL_STEP: 125650 | > loss_disc: 2.1695432662963867 (2.2728016294282063) | > loss_disc_real_0: 0.0824938490986824 (0.1087699208793969) | > loss_disc_real_1: 0.18968822062015533 (0.19576549992479128) | > loss_disc_real_2: 0.22649601101875305 (0.21459011784915266) | > loss_disc_real_3: 0.20291316509246826 (0.22587709642689804) | > loss_disc_real_4: 0.21985749900341034 (0.22336563930429262) | > loss_disc_real_5: 0.17495712637901306 (0.21217451373050952) | > loss_0: 2.1695432662963867 (2.2728016294282063) | > grad_norm_0: tensor(7.2000, device='cuda:0') (tensor(12.6447, device='cuda:0')) | > loss_gen: 2.7069623470306396 (2.5588813814623603) | > loss_kl: 1.7907739877700806 (1.68281063951295) | > loss_feat: 7.351133823394775 (6.991943359375) | > loss_mel: 20.793743133544922 (20.06712111111345) | > loss_duration: 2.120222568511963 (2.1615403397329924) | > loss_1: 34.76283645629883 (33.46229730803391) | > grad_norm_1: tensor(111.4155, device='cuda:0') (tensor(141.0479, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3356 (0.33769274580067604) | > loader_time: 0.0032 (0.003097632835651266)  --> TIME: 2024-06-10 19:56:53 -- STEP: 54/330 -- GLOBAL_STEP: 125675 | > loss_disc: 2.2048206329345703 (2.253154432332076) | > loss_disc_real_0: 0.10039858520030975 (0.11079650882769514) | > loss_disc_real_1: 0.18904808163642883 (0.19783643936669384) | > loss_disc_real_2: 0.19352203607559204 (0.21302895496288934) | > loss_disc_real_3: 0.20544320344924927 (0.22171038306421703) | > loss_disc_real_4: 0.18691551685333252 (0.21702050997151268) | > loss_disc_real_5: 0.1944684386253357 (0.20867802451054254) | > loss_0: 2.2048206329345703 (2.253154432332076) | > grad_norm_0: tensor(4.8968, device='cuda:0') (tensor(12.9580, device='cuda:0')) | > loss_gen: 2.7513089179992676 (2.5723809047981545) | > loss_kl: 1.7058626413345337 (1.6687523855103388) | > loss_feat: 7.627737522125244 (7.131394545237224) | > loss_mel: 19.678937911987305 (19.97674850181297) | > loss_duration: 2.0577657222747803 (2.1168674870773594) | > loss_1: 33.82161331176758 (33.46614406726979) | > grad_norm_1: tensor(120.9712, device='cuda:0') (tensor(150.8872, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3414 (0.3415410253736708) | > loader_time: 0.0033 (0.0032180900926943173)  --> TIME: 2024-06-10 19:57:02 -- STEP: 79/330 -- GLOBAL_STEP: 125700 | > loss_disc: 2.238088369369507 (2.259629222411145) | > loss_disc_real_0: 0.10066340863704681 (0.11362254204629343) | > loss_disc_real_1: 0.15599291026592255 (0.19917669948897782) | > loss_disc_real_2: 0.23859062790870667 (0.2128886969029149) | > loss_disc_real_3: 0.2133198082447052 (0.2200654413126692) | > loss_disc_real_4: 0.18855838477611542 (0.2155475884298735) | > loss_disc_real_5: 0.17722252011299133 (0.20937564459782612) | > loss_0: 2.238088369369507 (2.259629222411145) | > grad_norm_0: tensor(17.6712, device='cuda:0') (tensor(12.0603, device='cuda:0')) | > loss_gen: 2.5638692378997803 (2.5672949959960167) | > loss_kl: 1.666269302368164 (1.6644939093650142) | > loss_feat: 7.438896179199219 (7.199431051181842) | > loss_mel: 19.688392639160156 (19.97879909563668) | > loss_duration: 2.0224225521087646 (2.0986734658856934) | > loss_1: 33.37984848022461 (33.508692584460306) | > grad_norm_1: tensor(222.3119, device='cuda:0') (tensor(144.4093, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3631 (0.3480401220200937) | > loader_time: 0.004 (0.00335057777694509)  --> TIME: 2024-06-10 19:57:11 -- STEP: 104/330 -- GLOBAL_STEP: 125725 | > loss_disc: 2.2274131774902344 (2.2590170433888073) | > loss_disc_real_0: 0.16271965205669403 (0.1156426201789425) | > loss_disc_real_1: 0.21778275072574615 (0.20060055817549044) | > loss_disc_real_2: 0.2196677178144455 (0.21352039033976886) | > loss_disc_real_3: 0.2249596118927002 (0.22080660296174195) | > loss_disc_real_4: 0.2142120748758316 (0.21465287085335988) | > loss_disc_real_5: 0.19795070588588715 (0.20897391811013222) | > loss_0: 2.2274131774902344 (2.2590170433888073) | > grad_norm_0: tensor(10.0059, device='cuda:0') (tensor(12.4367, device='cuda:0')) | > loss_gen: 2.6281211376190186 (2.5804285315366893) | > loss_kl: 1.6468666791915894 (1.6537593935544674) | > loss_feat: 7.681757926940918 (7.236062031525832) | > loss_mel: 19.65782356262207 (19.97042821003841) | > loss_duration: 2.1433377265930176 (2.093316842730229) | > loss_1: 33.75790786743164 (33.53399511484001) | > grad_norm_1: tensor(223.1156, device='cuda:0') (tensor(146.1614, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3513 (0.3496007254490486) | > loader_time: 0.0036 (0.003431780980183528)  --> TIME: 2024-06-10 19:57:21 -- STEP: 129/330 -- GLOBAL_STEP: 125750 | > loss_disc: 2.220393657684326 (2.2638672118963203) | > loss_disc_real_0: 0.10830652713775635 (0.11606725507466369) | > loss_disc_real_1: 0.2043694406747818 (0.200192589861478) | > loss_disc_real_2: 0.21618995070457458 (0.21557924047459004) | > loss_disc_real_3: 0.20224504172801971 (0.22193856421829194) | > loss_disc_real_4: 0.19715024530887604 (0.21448499622733094) | > loss_disc_real_5: 0.22782002389431 (0.20845561029837112) | > loss_0: 2.220393657684326 (2.2638672118963203) | > grad_norm_0: tensor(18.4019, device='cuda:0') (tensor(12.8473, device='cuda:0')) | > loss_gen: 2.6389265060424805 (2.586097051930982) | > loss_kl: 1.5233852863311768 (1.6508528992187146) | > loss_feat: 6.86436653137207 (7.267675591993702) | > loss_mel: 20.079484939575195 (20.000760765962827) | > loss_duration: 2.0660603046417236 (2.0908467261366144) | > loss_1: 33.17222213745117 (33.59623313134956) | > grad_norm_1: tensor(257.1002, device='cuda:0') (tensor(147.8625, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3857 (0.35553239667138387) | > loader_time: 0.0047 (0.003611856652784717)  --> TIME: 2024-06-10 19:57:31 -- STEP: 154/330 -- GLOBAL_STEP: 125775 | > loss_disc: 2.3461456298828125 (2.2591766676345433) | > loss_disc_real_0: 0.10566028952598572 (0.11575411361726848) | > loss_disc_real_1: 0.18021801114082336 (0.1996027273791176) | > loss_disc_real_2: 0.22864624857902527 (0.2157552219056464) | > loss_disc_real_3: 0.22235380113124847 (0.22131529847135792) | > loss_disc_real_4: 0.2362106740474701 (0.21349356681495518) | > loss_disc_real_5: 0.23388108611106873 (0.2079368310121747) | > loss_0: 2.3461456298828125 (2.2591766676345433) | > grad_norm_0: tensor(27.0216, device='cuda:0') (tensor(13.7584, device='cuda:0')) | > loss_gen: 2.559685707092285 (2.597407212505093) | > loss_kl: 1.6826786994934082 (1.6490845091931234) | > loss_feat: 7.613308906555176 (7.319020772909189) | > loss_mel: 19.650495529174805 (20.027181984542253) | > loss_duration: 2.0915331840515137 (2.090528089504738) | > loss_1: 33.59770202636719 (33.68322260968099) | > grad_norm_1: tensor(283.4663, device='cuda:0') (tensor(164.8090, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.3842 (0.3594333165651792) | > loader_time: 0.0046 (0.003724489893232073)  --> TIME: 2024-06-10 19:57:41 -- STEP: 179/330 -- GLOBAL_STEP: 125800 | > loss_disc: 2.281426429748535 (2.2591270175060103) | > loss_disc_real_0: 0.07131974399089813 (0.11613254582082759) | > loss_disc_real_1: 0.15997214615345 (0.19922574713576433) | > loss_disc_real_2: 0.21053573489189148 (0.21541445007204343) | > loss_disc_real_3: 0.22364996373653412 (0.22104672538168604) | > loss_disc_real_4: 0.2162173092365265 (0.21388641207910783) | > loss_disc_real_5: 0.1887429654598236 (0.20880413879562357) | > loss_0: 2.281426429748535 (2.2591270175060103) | > grad_norm_0: tensor(34.5376, device='cuda:0') (tensor(15.2635, device='cuda:0')) | > loss_gen: 2.722926378250122 (2.607016358295633) | > loss_kl: 1.7001668214797974 (1.6541633665894666) | > loss_feat: 8.284320831298828 (7.3397482467097275) | > loss_mel: 19.800024032592773 (19.98509394256762) | > loss_duration: 2.133822441101074 (2.094423086949567) | > loss_1: 34.64126205444336 (33.680445058385786) | > grad_norm_1: tensor(389.0750, device='cuda:0') (tensor(180.6171, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.4064 (0.36375639958088624) | > loader_time: 0.0049 (0.003872086881925274)  --> TIME: 2024-06-10 19:57:51 -- STEP: 204/330 -- GLOBAL_STEP: 125825 | > loss_disc: 2.441512107849121 (2.259784959110561) | > loss_disc_real_0: 0.12851469218730927 (0.1156848141302665) | > loss_disc_real_1: 0.19274872541427612 (0.19963950130577174) | > loss_disc_real_2: 0.2396622598171234 (0.2152744140841213) | > loss_disc_real_3: 0.23061425983905792 (0.22122288729045905) | > loss_disc_real_4: 0.2527012825012207 (0.2137126819614102) | > loss_disc_real_5: 0.22705687582492828 (0.20924226574453653) | > loss_0: 2.441512107849121 (2.259784959110561) | > grad_norm_0: tensor(32.4709, device='cuda:0') (tensor(17.5862, device='cuda:0')) | > loss_gen: 2.4653830528259277 (2.615014333350986) | > loss_kl: 1.8610193729400635 (1.652544340666603) | > loss_feat: 7.905917167663574 (7.383926295766644) | > loss_mel: 19.54339027404785 (19.94047263089347) | > loss_duration: 2.0908362865448 (2.0999370702341507) | > loss_1: 33.866546630859375 (33.69189467149626) | > grad_norm_1: tensor(265.5758, device='cuda:0') (tensor(194.6149, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.4083 (0.36701084702622655) | > loader_time: 0.0043 (0.003967066605885823)  --> TIME: 2024-06-10 19:58:01 -- STEP: 229/330 -- GLOBAL_STEP: 125850 | > loss_disc: 2.2988991737365723 (2.2602116801332715) | > loss_disc_real_0: 0.1418159306049347 (0.11587360514303482) | > loss_disc_real_1: 0.18981732428073883 (0.1993848048313215) | > loss_disc_real_2: 0.16184839606285095 (0.21546174097789947) | > loss_disc_real_3: 0.2163892537355423 (0.22081976985827284) | > loss_disc_real_4: 0.20305834710597992 (0.21332824191151747) | > loss_disc_real_5: 0.18620453774929047 (0.20896293541750013) | > loss_0: 2.2988991737365723 (2.2602116801332715) | > grad_norm_0: tensor(21.0311, device='cuda:0') (tensor(19.7185, device='cuda:0')) | > loss_gen: 2.4984278678894043 (2.6215049689513625) | > loss_kl: 1.653621792793274 (1.6526479190093464) | > loss_feat: 7.561697006225586 (7.400045203329694) | > loss_mel: 20.690935134887695 (19.90849681504427) | > loss_duration: 2.1805734634399414 (2.1062442834720887) | > loss_1: 34.58525466918945 (33.68893918199833) | > grad_norm_1: tensor(273.4677, device='cuda:0') (tensor(208.5978, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.405 (0.37045099329219633) | > loader_time: 0.0061 (0.004095497089702489)  --> TIME: 2024-06-10 19:58:11 -- STEP: 254/330 -- GLOBAL_STEP: 125875 | > loss_disc: 2.3886828422546387 (2.262094951990084) | > loss_disc_real_0: 0.09643431007862091 (0.1161975940674778) | > loss_disc_real_1: 0.1668383777141571 (0.20027643189890174) | > loss_disc_real_2: 0.24862077832221985 (0.21522437792828703) | > loss_disc_real_3: 0.21984314918518066 (0.22111042377751644) | > loss_disc_real_4: 0.22898121178150177 (0.21359254654467574) | > loss_disc_real_5: 0.2117244005203247 (0.2087642038901021) | > loss_0: 2.3886828422546387 (2.262094951990084) | > grad_norm_0: tensor(47.7262, device='cuda:0') (tensor(20.3785, device='cuda:0')) | > loss_gen: 2.369826555252075 (2.6185912457038096) | > loss_kl: 1.6670347452163696 (1.6507042158307055) | > loss_feat: 7.129748344421387 (7.388882959921529) | > loss_mel: 19.15789031982422 (19.846601583826246) | > loss_duration: 2.1172313690185547 (2.1117277375356442) | > loss_1: 32.441734313964844 (33.616507747980584) | > grad_norm_1: tensor(419.4285, device='cuda:0') (tensor(218.8050, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.428 (0.3743223271032018) | > loader_time: 0.0063 (0.004230967656833919)  --> TIME: 2024-06-10 19:58:23 -- STEP: 279/330 -- GLOBAL_STEP: 125900 | > loss_disc: 2.2533702850341797 (2.2638580850375605) | > loss_disc_real_0: 0.11745928972959518 (0.11606998896513364) | > loss_disc_real_1: 0.1889786571264267 (0.20089270938254594) | > loss_disc_real_2: 0.25100916624069214 (0.2149315477485725) | > loss_disc_real_3: 0.23401325941085815 (0.22111293556015127) | > loss_disc_real_4: 0.21401585638523102 (0.21382503184793666) | > loss_disc_real_5: 0.20308548212051392 (0.2094673681002791) | > loss_0: 2.2533702850341797 (2.2638580850375605) | > grad_norm_0: tensor(9.4489, device='cuda:0') (tensor(20.6092, device='cuda:0')) | > loss_gen: 2.6953930854797363 (2.616387447575942) | > loss_kl: 1.6080713272094727 (1.650245556267359) | > loss_feat: 8.250900268554688 (7.399109696829191) | > loss_mel: 19.2685604095459 (19.825258842933128) | > loss_duration: 2.1845030784606934 (2.1192250589316055) | > loss_1: 34.00742721557617 (33.610226600400885) | > grad_norm_1: tensor(308.6466, device='cuda:0') (tensor(226.0459, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.4334 (0.3800861032205671) | > loader_time: 0.0071 (0.004399491894629694)  --> TIME: 2024-06-10 19:58:34 -- STEP: 304/330 -- GLOBAL_STEP: 125925 | > loss_disc: 2.339099884033203 (2.2667091582950802) | > loss_disc_real_0: 0.13595518469810486 (0.1166522680585714) | > loss_disc_real_1: 0.22452695667743683 (0.20118155859802891) | > loss_disc_real_2: 0.22143037617206573 (0.215522674696618) | > loss_disc_real_3: 0.2253379225730896 (0.22129815576696082) | > loss_disc_real_4: 0.19191166758537292 (0.21395761661819712) | > loss_disc_real_5: 0.1975736916065216 (0.20944855494522735) | > loss_0: 2.339099884033203 (2.2667091582950802) | > grad_norm_0: tensor(18.0740, device='cuda:0') (tensor(20.4377, device='cuda:0')) | > loss_gen: 2.6801862716674805 (2.613167668643752) | > loss_kl: 1.758500099182129 (1.6535716197992631) | > loss_feat: 8.677735328674316 (7.416646844462345) | > loss_mel: 19.551834106445312 (19.780567351140473) | > loss_duration: 2.24833607673645 (2.1285736839237983) | > loss_1: 34.91659164428711 (33.59252719502701) | > grad_norm_1: tensor(133.3351, device='cuda:0') (tensor(222.7912, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.481 (0.3870723937687121) | > loader_time: 0.0073 (0.0045887294568513586)  --> TIME: 2024-06-10 19:59:01 -- STEP: 329/330 -- GLOBAL_STEP: 125950 | > loss_disc: 2.599015474319458 (2.2726689986544906) | > loss_disc_real_0: 0.22003306448459625 (0.11802184450408973) | > loss_disc_real_1: 0.2240738719701767 (0.2039782400370368) | > loss_disc_real_2: 0.1888865977525711 (0.21496214244322212) | > loss_disc_real_3: 0.19403350353240967 (0.22103891003095633) | > loss_disc_real_4: 0.18455545604228973 (0.2138409945196655) | > loss_disc_real_5: 0.2500320076942444 (0.2095777089834938) | > loss_0: 2.599015474319458 (2.2726689986544906) | > grad_norm_0: tensor(24.5283, device='cuda:0') (tensor(20.2863, device='cuda:0')) | > loss_gen: 2.2986083030700684 (2.6090023597323073) | > loss_kl: 1.9866782426834106 (1.6633559411057592) | > loss_feat: 11.182318687438965 (7.521725632861755) | > loss_mel: 20.670642852783203 (19.768601345073847) | > loss_duration: 2.288881301879883 (2.141477009083364) | > loss_1: 38.4271240234375 (33.704162319380465) | > grad_norm_1: tensor(186.3859, device='cuda:0') (tensor(219.8849, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 12.7822 (0.43805940752696115) | > loader_time: 0.0328 (0.005023075092164941)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.505265235900879 (2.505265235900879) | > loss_disc_real_0: 0.16649095714092255 (0.16649095714092255) | > loss_disc_real_1: 0.16829346120357513 (0.16829346120357513) | > loss_disc_real_2: 0.26837682723999023 (0.26837682723999023) | > loss_disc_real_3: 0.32497891783714294 (0.32497891783714294) | > loss_disc_real_4: 0.3214029371738434 (0.3214029371738434) | > loss_disc_real_5: 0.3090292513370514 (0.3090292513370514) | > loss_0: 2.505265235900879 (2.505265235900879) | > loss_gen: 2.598841428756714 (2.598841428756714) | > loss_kl: 2.036149263381958 (2.036149263381958) | > loss_feat: 7.11277437210083 (7.11277437210083) | > loss_mel: 18.998519897460938 (18.998519897460938) | > loss_duration: 2.7534401416778564 (2.7534401416778564) | > loss_1: 33.499725341796875 (33.499725341796875)  --> STEP: 1 | > loss_disc: 2.2642669677734375 (2.2642669677734375) | > loss_disc_real_0: 0.13186141848564148 (0.13186141848564148) | > loss_disc_real_1: 0.1851210743188858 (0.1851210743188858) | > loss_disc_real_2: 0.2423156499862671 (0.2423156499862671) | > loss_disc_real_3: 0.24675308167934418 (0.24675308167934418) | > loss_disc_real_4: 0.22669006884098053 (0.22669006884098053) | > loss_disc_real_5: 0.22475790977478027 (0.22475790977478027) | > loss_0: 2.2642669677734375 (2.2642669677734375) | > loss_gen: 2.6641387939453125 (2.6641387939453125) | > loss_kl: 2.3690216541290283 (2.3690216541290283) | > loss_feat: 5.014163970947266 (5.014163970947266) | > loss_mel: 18.52133560180664 (18.52133560180664) | > loss_duration: 2.3225257396698 (2.3225257396698) | > loss_1: 30.891185760498047 (30.891185760498047)  --> STEP: 2 | > loss_disc: 2.228285312652588 (2.2462761402130127) | > loss_disc_real_0: 0.06084927171468735 (0.09635534510016441) | > loss_disc_real_1: 0.24512000381946564 (0.21512053906917572) | > loss_disc_real_2: 0.2901344895362854 (0.26622506976127625) | > loss_disc_real_3: 0.24885106086730957 (0.24780207127332687) | > loss_disc_real_4: 0.24621935188770294 (0.23645471036434174) | > loss_disc_real_5: 0.26742497086524963 (0.24609144032001495) | > loss_0: 2.228285312652588 (2.2462761402130127) | > loss_gen: 2.6800782680511475 (2.67210853099823) | > loss_kl: 1.7070488929748535 (2.038035273551941) | > loss_feat: 6.080495357513428 (5.547329664230347) | > loss_mel: 19.535572052001953 (19.028453826904297) | > loss_duration: 2.3665952682495117 (2.3445605039596558) | > loss_1: 32.369789123535156 (31.6304874420166)  --> STEP: 3 | > loss_disc: 2.3930277824401855 (2.295193354288737) | > loss_disc_real_0: 0.13716623187065125 (0.10995897402366002) | > loss_disc_real_1: 0.18479807674884796 (0.20501305162906647) | > loss_disc_real_2: 0.26322928071022034 (0.26522647341092426) | > loss_disc_real_3: 0.2582074999809265 (0.2512705475091934) | > loss_disc_real_4: 0.23194867372512817 (0.23495269815127054) | > loss_disc_real_5: 0.2869262993335724 (0.25970305999120075) | > loss_0: 2.3930277824401855 (2.295193354288737) | > loss_gen: 2.562727928161621 (2.635648330052694) | > loss_kl: 2.1758906841278076 (2.08398707707723) | > loss_feat: 7.026684761047363 (6.040448029836019) | > loss_mel: 19.21982192993164 (19.092243194580078) | > loss_duration: 2.2073988914489746 (2.2988399664560952) | > loss_1: 33.19252395629883 (32.15116628011068)  --> STEP: 4 | > loss_disc: 2.174654006958008 (2.2650585174560547) | > loss_disc_real_0: 0.14456802606582642 (0.11861123703420162) | > loss_disc_real_1: 0.1345045119524002 (0.1873859167098999) | > loss_disc_real_2: 0.21652425825595856 (0.25305091962218285) | > loss_disc_real_3: 0.2058284878730774 (0.2399100326001644) | > loss_disc_real_4: 0.15539363026618958 (0.2150629311800003) | > loss_disc_real_5: 0.17138688266277313 (0.23762401565909386) | > loss_0: 2.174654006958008 (2.2650585174560547) | > loss_gen: 2.284599781036377 (2.5478861927986145) | > loss_kl: 1.8990771770477295 (2.0377596020698547) | > loss_feat: 8.925881385803223 (6.76180636882782) | > loss_mel: 20.4570369720459 (19.433441638946533) | > loss_duration: 2.2266178131103516 (2.2807844281196594) | > loss_1: 35.793212890625 (33.06167793273926)  --> STEP: 5 | > loss_disc: 2.4818451404571533 (2.3084158420562746) | > loss_disc_real_0: 0.12452717870473862 (0.11979442536830902) | > loss_disc_real_1: 0.24060246348381042 (0.198029226064682) | > loss_disc_real_2: 0.28680846095085144 (0.2598024278879166) | > loss_disc_real_3: 0.29574576020240784 (0.2510771781206131) | > loss_disc_real_4: 0.35360991954803467 (0.24277232885360717) | > loss_disc_real_5: 0.33038488030433655 (0.2561761885881424) | > loss_0: 2.4818451404571533 (2.3084158420562746) | > loss_gen: 3.1279711723327637 (2.6639031887054445) | > loss_kl: 1.837424635887146 (1.997692608833313) | > loss_feat: 5.858420372009277 (6.581129169464111) | > loss_mel: 21.576549530029297 (19.862063217163087) | > loss_duration: 2.361600875854492 (2.296947717666626) | > loss_1: 34.761962890625 (33.40173492431641)  --> STEP: 6 | > loss_disc: 2.539628505706787 (2.3469512859980264) | > loss_disc_real_0: 0.2057495415210724 (0.13412027806043625) | > loss_disc_real_1: 0.1875692754983902 (0.19628590097030005) | > loss_disc_real_2: 0.32797789573669434 (0.27116500586271286) | > loss_disc_real_3: 0.26376017928123474 (0.2531910116473834) | > loss_disc_real_4: 0.26556816697120667 (0.24657163520654043) | > loss_disc_real_5: 0.28186020255088806 (0.2604568575819333) | > loss_0: 2.539628505706787 (2.3469512859980264) | > loss_gen: 2.4819836616516113 (2.6335832675298056) | > loss_kl: 1.858656406402588 (1.9745199084281921) | > loss_feat: 4.874720573425293 (6.296727736790975) | > loss_mel: 18.231739044189453 (19.59034252166748) | > loss_duration: 2.1157846450805664 (2.266753872235616) | > loss_1: 29.562885284423828 (32.76192665100098)  --> STEP: 7 | > loss_disc: 2.433022975921631 (2.3592472417013988) | > loss_disc_real_0: 0.14213599264621735 (0.13526538014411926) | > loss_disc_real_1: 0.2520292103290558 (0.2042492308786937) | > loss_disc_real_2: 0.2758212983608246 (0.2718301905053003) | > loss_disc_real_3: 0.25605738162994385 (0.25360049307346344) | > loss_disc_real_4: 0.2680148184299469 (0.2496349470955985) | > loss_disc_real_5: 0.314602792263031 (0.26819199110780445) | > loss_0: 2.433022975921631 (2.3592472417013988) | > loss_gen: 2.5949716567993164 (2.6280673231397356) | > loss_kl: 2.5331063270568848 (2.054317968232291) | > loss_feat: 5.019020080566406 (6.114198071616037) | > loss_mel: 20.006322860717773 (19.64976828438895) | > loss_duration: 2.368954658508301 (2.2813539845602855) | > loss_1: 32.52237319946289 (32.72770472935268)  --> STEP: 8 | > loss_disc: 2.5692265033721924 (2.385494649410248) | > loss_disc_real_0: 0.09019587934017181 (0.12963169254362583) | > loss_disc_real_1: 0.12925806641578674 (0.19487533532083035) | > loss_disc_real_2: 0.29450854659080505 (0.27466498501598835) | > loss_disc_real_3: 0.3164932429790497 (0.2614620868116617) | > loss_disc_real_4: 0.3590933084487915 (0.2633172422647476) | > loss_disc_real_5: 0.36610841751098633 (0.28043154440820217) | > loss_0: 2.5692265033721924 (2.385494649410248) | > loss_gen: 2.7497611045837402 (2.643279045820236) | > loss_kl: 2.2791755199432373 (2.0824251621961594) | > loss_feat: 8.204161643981934 (6.375443518161774) | > loss_mel: 21.446502685546875 (19.87436008453369) | > loss_duration: 2.157810688018799 (2.2659110724925995) | > loss_1: 36.83740997314453 (33.24141788482666)  --> STEP: 9 | > loss_disc: 2.3135507106781006 (2.377500878440009) | > loss_disc_real_0: 0.09951774775981903 (0.1262856986787584) | > loss_disc_real_1: 0.15336377918720245 (0.1902629401948717) | > loss_disc_real_2: 0.24073706567287445 (0.27089521620008683) | > loss_disc_real_3: 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2.302107095718384 (2.3699615001678467) | > loss_gen: 2.7012550830841064 (2.6138846635818482) | > loss_kl: 2.1230874061584473 (2.0497950077056886) | > loss_feat: 7.90726900100708 (6.841192722320557) | > loss_mel: 20.278207778930664 (20.00157356262207) | > loss_duration: 2.2377257347106934 (2.248117756843567) | > loss_1: 35.24754333496094 (33.75456314086914)  --> STEP: 11 | > loss_disc: 2.0981006622314453 (2.3452468785372647) | > loss_disc_real_0: 0.09087877720594406 (0.12442771345376968) | > loss_disc_real_1: 0.1066422313451767 (0.17644643038511276) | > loss_disc_real_2: 0.2513671815395355 (0.2694593613797968) | > loss_disc_real_3: 0.25797146558761597 (0.2582680867476897) | > loss_disc_real_4: 0.25941964983940125 (0.25801070034503937) | > loss_disc_real_5: 0.2764076590538025 (0.27383168041706085) | > loss_0: 2.0981006622314453 (2.3452468785372647) | > loss_gen: 2.863976240158081 (2.6366202614524146) | > loss_kl: 2.407806396484375 (2.08234149759466) | > loss_feat: 8.477843284606934 (6.989979137073863) | > loss_mel: 20.91765022277832 (20.08485325899991) | > loss_duration: 2.410027027130127 (2.2628367814150723) | > loss_1: 37.077301025390625 (34.05663022128019)  --> STEP: 12 | > loss_disc: 2.2806520462036133 (2.339863975842794) | > loss_disc_real_0: 0.11565512418746948 (0.12369666434824467) | > loss_disc_real_1: 0.09985490888357162 (0.17006380359331766) | > loss_disc_real_2: 0.20703686773777008 (0.2642574869096279) | > loss_disc_real_3: 0.26441890001296997 (0.25878065451979637) | > loss_disc_real_4: 0.21946056187152863 (0.25479818880558014) | > loss_disc_real_5: 0.2954648733139038 (0.27563444649179775) | > loss_0: 2.2806520462036133 (2.339863975842794) | > loss_gen: 2.6261940002441406 (2.635751406351725) | > loss_kl: 1.670514702796936 (2.048022598028183) | > loss_feat: 7.969230651855469 (7.071583429972331) | > loss_mel: 21.152376174926758 (20.173813501993816) | > loss_duration: 2.2000465393066406 (2.25760426123937) | > loss_1: 35.61836242675781 (34.186774571736656)  --> STEP: 13 | > loss_disc: 2.3977553844451904 (2.344317161119901) | > loss_disc_real_0: 0.13452544808387756 (0.12452964771252412) | > loss_disc_real_1: 0.162703737616539 (0.169497644672027) | > loss_disc_real_2: 0.30804839730262756 (0.2676260184783202) | > loss_disc_real_3: 0.25585395097732544 (0.2585555234780678) | > loss_disc_real_4: 0.25305435061454773 (0.25466404740626997) | > loss_disc_real_5: 0.25812360644340515 (0.27428745879576755) | > loss_0: 2.3977553844451904 (2.344317161119901) | > loss_gen: 2.6029345989227295 (2.6332270365494947) | > loss_kl: 1.7580900192260742 (2.025720091966482) | > loss_feat: 7.1117262840271 (7.074671341822698) | > loss_mel: 18.806293487548828 (20.068619654728817) | > loss_duration: 2.0962862968444824 (2.2451951870551476) | > loss_1: 32.375328063964844 (34.047432532677284)  --> STEP: 14 | > loss_disc: 2.576664447784424 (2.360913395881653) | > loss_disc_real_0: 0.09302165359258652 (0.12227907670395714) | > loss_disc_real_1: 0.10370767116546631 (0.1647983608501298) | > loss_disc_real_2: 0.3177613615989685 (0.2712071144155094) | > loss_disc_real_3: 0.30937331914901733 (0.2621853660259928) | > loss_disc_real_4: 0.3399311602115631 (0.2607545554637909) | > loss_disc_real_5: 0.43522021174430847 (0.2857826554349491) | > loss_0: 2.576664447784424 (2.360913395881653) | > loss_gen: 2.5917229652404785 (2.630262460027422) | > loss_kl: 2.2102296352386475 (2.0388993450573514) | > loss_feat: 7.266581058502197 (7.088379178728376) | > loss_mel: 22.183040618896484 (20.219649723597936) | > loss_duration: 2.339296579360962 (2.2519167150769914) | > loss_1: 36.59087371826172 (34.22910690307617)  --> STEP: 15 | > loss_disc: 2.0807247161865234 (2.342234150568644) | > loss_disc_real_0: 0.08454814553260803 (0.11976368129253387) | > loss_disc_real_1: 0.10539442300796509 (0.16083809832731882) | > loss_disc_real_2: 0.14600083231925964 (0.26286002894242605) | > loss_disc_real_3: 0.23454435169696808 (0.26034263173739114) | > loss_disc_real_4: 0.21844670176506042 (0.25793403188387554) | > loss_disc_real_5: 0.2549242079257965 (0.28372542560100555) | > loss_0: 2.0807247161865234 (2.342234150568644) | > loss_gen: 2.574005603790283 (2.6265120029449465) | > loss_kl: 2.5070180892944336 (2.0701072613398233) | > loss_feat: 10.190160751342773 (7.295164616902669) | > loss_mel: 20.5759334564209 (20.243401972452798) | > loss_duration: 2.28611421585083 (2.254196548461914) | > loss_1: 38.13323211669922 (34.48938191731771)  --> STEP: 16 | > loss_disc: 2.3327319622039795 (2.3416402637958527) | > loss_disc_real_0: 0.12226766347885132 (0.11992018017917871) | > loss_disc_real_1: 0.34402504563331604 (0.17228728253394365) | > loss_disc_real_2: 0.31033846735954285 (0.26582743134349585) | > loss_disc_real_3: 0.274042546749115 (0.2611988764256239) | > loss_disc_real_4: 0.20209969580173492 (0.25444438587874174) | > loss_disc_real_5: 0.23761636018753052 (0.28084360901266336) | > loss_0: 2.3327319622039795 (2.3416402637958527) | > loss_gen: 3.0201022624969482 (2.6511113941669464) | > loss_kl: 2.090451955795288 (2.07137880474329) | > loss_feat: 8.368796348571777 (7.3622666001319885) | > loss_mel: 17.94489860534668 (20.099745512008667) | > loss_duration: 2.3432393074035645 (2.259761720895767) | > loss_1: 33.76749038696289 (34.44426369667053)  --> STEP: 17 | > loss_disc: 2.1442208290100098 (2.3300273558672737) | > loss_disc_real_0: 0.13279730081558228 (0.12067765786367304) | > loss_disc_real_1: 0.16961301863193512 (0.17212997289264903) | > loss_disc_real_2: 0.25981661677360535 (0.2654738540158552) | > loss_disc_real_3: 0.2737959921360016 (0.2619398832321167) | > loss_disc_real_4: 0.2378595918416977 (0.2534688097589156) | > loss_disc_real_5: 0.21723878383636475 (0.27710214870817523) | > loss_0: 2.1442208290100098 (2.3300273558672737) | > loss_gen: 3.001946210861206 (2.671748736325432) | > loss_kl: 1.6891517639160156 (2.048894861165215) | > loss_feat: 7.260075569152832 (7.356255363015568) | > loss_mel: 19.538700103759766 (20.066742840935202) | > loss_duration: 2.3506665229797363 (2.265109062194824) | > loss_1: 33.840538024902344 (34.40875042186064)  --> STEP: 18 | > loss_disc: 2.1779468059539795 (2.321578436427646) | > loss_disc_real_0: 0.07341992110013962 (0.11805222804347675) | > loss_disc_real_1: 0.10209057480096817 (0.16823889522088897) | > loss_disc_real_2: 0.19283238053321838 (0.2614382166001532) | > loss_disc_real_3: 0.24610967934131622 (0.2610604274604056) | > loss_disc_real_4: 0.2054540365934372 (0.25080132236083347) | > loss_disc_real_5: 0.2536696493625641 (0.2758003431889746) | > loss_0: 2.1779468059539795 (2.321578436427646) | > loss_gen: 2.4467620849609375 (2.6592494779162936) | > loss_kl: 2.1534671783447266 (2.0547044343418546) | > loss_feat: 10.111922264099121 (7.509347968631321) | > loss_mel: 24.5590763092041 (20.316316922505695) | > loss_duration: 2.1973977088928223 (2.261347320344713) | > loss_1: 41.4686279296875 (34.80096583896213)  --> STEP: 19 | > loss_disc: 2.560887575149536 (2.334173654255114) | > loss_disc_real_0: 0.15274855494499207 (0.11987835051197755) | > loss_disc_real_1: 0.18089056015014648 (0.16890477232242884) | > loss_disc_real_2: 0.29701343178749084 (0.26331059634685516) | > loss_disc_real_3: 0.2535059452056885 (0.2606628231312099) | > loss_disc_real_4: 0.229494109749794 (0.2496798901181472) | > loss_disc_real_5: 0.2781500518321991 (0.2759240120649338) | > loss_0: 2.560887575149536 (2.334173654255114) | > loss_gen: 2.1936028003692627 (2.634741758045397) | > loss_kl: 1.7050262689590454 (2.0363003203743384) | > loss_feat: 6.570873260498047 (7.459954562940095) | > loss_mel: 13.308473587036133 (19.94748306274414) | > loss_duration: 2.331676959991455 (2.2650488803261206) | > loss_1: 26.10965347290039 (34.34352834601151)  --> STEP: 20 | > loss_disc: 2.3935163021087646 (2.3371407866477965) | > loss_disc_real_0: 0.10111045092344284 (0.11893995553255081) | > loss_disc_real_1: 0.11313657462596893 (0.16611636243760586) | > loss_disc_real_2: 0.27623245120048523 (0.2639566890895367) | > loss_disc_real_3: 0.2835986018180847 (0.26180961206555364) | > loss_disc_real_4: 0.24889905750751495 (0.24964084848761559) | > loss_disc_real_5: 0.28780892491340637 (0.2765182577073574) | > loss_0: 2.3935163021087646 (2.3371407866477965) | > loss_gen: 2.280733585357666 (2.6170413494110107) | > loss_kl: 2.010557174682617 (2.035013163089752) | > loss_feat: 5.605830669403076 (7.367248368263245) | > loss_mel: 21.983829498291016 (20.049300384521484) | > loss_duration: 2.298929214477539 (2.2667428970336916) | > loss_1: 34.17987823486328 (34.3353458404541)  --> STEP: 21 | > loss_disc: 2.158313751220703 (2.328625213532221) | > loss_disc_real_0: 0.12604603171348572 (0.11927834011259533) | > loss_disc_real_1: 0.1986510008573532 (0.1676656309337843) | > loss_disc_real_2: 0.20461297035217285 (0.26113079772109077) | > loss_disc_real_3: 0.25084617733955383 (0.26128754374526797) | > loss_disc_real_4: 0.1931423395872116 (0.24695044330188207) | > loss_disc_real_5: 0.16747795045375824 (0.2713258621238527) | > loss_0: 2.158313751220703 (2.328625213532221) | > loss_gen: 2.745865821838379 (2.623175848098028) | > loss_kl: 2.1756443977355957 (2.041709888549078) | > loss_feat: 5.770855903625488 (7.291229679470971) | > loss_mel: 18.835725784301758 (19.991511117844354) | > loss_duration: 2.2007923126220703 (2.2636023930140903) | > loss_1: 31.728883743286133 (34.21122859773182)  --> STEP: 22 | > loss_disc: 2.236440420150757 (2.3244349956512456) | > loss_disc_real_0: 0.06958287954330444 (0.11701945554126393) | > loss_disc_real_1: 0.19379830360412598 (0.16885347969152711) | > loss_disc_real_2: 0.2077537477016449 (0.25870456817475235) | > loss_disc_real_3: 0.24122390151023865 (0.2603755600073121) | > loss_disc_real_4: 0.2346920669078827 (0.24639324437488208) | > loss_disc_real_5: 0.2290513962507248 (0.26940429549325595) | > loss_0: 2.236440420150757 (2.3244349956512456) | > loss_gen: 2.447901964187622 (2.6152088533748277) | > loss_kl: 1.9788336753845215 (2.03885187885978) | > loss_feat: 8.354657173156738 (7.339567292820323) | > loss_mel: 19.989219665527344 (19.991406960920855) | > loss_duration: 2.167443037033081 (2.259231513196772) | > loss_1: 34.938053131103516 (34.24426607652144)  --> STEP: 23 | > loss_disc: 2.2846670150756836 (2.3227059530175254) | > loss_disc_real_0: 0.07892872393131256 (0.11536333677561386) | > loss_disc_real_1: 0.1995536983013153 (0.17018827180499616) | > loss_disc_real_2: 0.29958802461624146 (0.2604821097591649) | > loss_disc_real_3: 0.2658558487892151 (0.2606138334326122) | > loss_disc_real_4: 0.20372289419174194 (0.24453801175822382) | > loss_disc_real_5: 0.22500193119049072 (0.2674737579148749) | > loss_0: 2.2846670150756836 (2.3227059530175254) | > loss_gen: 2.7447361946105957 (2.6208404769068174) | > loss_kl: 2.392422676086426 (2.05422452221746) | > loss_feat: 8.414626121520996 (7.3863089810247) | > loss_mel: 19.585201263427734 (19.973745843638543) | > loss_duration: 2.273573637008667 (2.259855083797289) | > loss_1: 35.410560607910156 (34.294974534407906)  --> STEP: 24 | > loss_disc: 2.2594285011291504 (2.3200693925221763) | > loss_disc_real_0: 0.16707226634025574 (0.11751787550747395) | > loss_disc_real_1: 0.15787987411022186 (0.16967542190104723) | > loss_disc_real_2: 0.3063749074935913 (0.262394309664766) | > loss_disc_real_3: 0.2854481637477875 (0.26164859719574446) | > loss_disc_real_4: 0.2780081033706665 (0.24593259890874228) | > loss_disc_real_5: 0.24467132985591888 (0.2665236567457517) | > loss_0: 2.2594285011291504 (2.3200693925221763) | > loss_gen: 3.2853143215179443 (2.6485268870989476) | > loss_kl: 1.8719674348831177 (2.0466304769118624) | > loss_feat: 8.235445976257324 (7.421689689159393) | > loss_mel: 19.682220458984375 (19.961598952611286) | > loss_duration: 2.4122872352600098 (2.266206423441569) | > loss_1: 35.48723602294922 (34.34465209643046)  --> STEP: 25 | > loss_disc: 2.2908663749694824 (2.3189012718200686) | > loss_disc_real_0: 0.11606891453266144 (0.11745991706848144) | > loss_disc_real_1: 0.15116584300994873 (0.16893503874540328) | > loss_disc_real_2: 0.23234039545059204 (0.26119215309619903) | > loss_disc_real_3: 0.25174960494041443 (0.26125263750553124) | > loss_disc_real_4: 0.2057540863752365 (0.24432545840740205) | > loss_disc_real_5: 0.256343275308609 (0.26611644148826596) | > loss_0: 2.2908663749694824 (2.3189012718200686) | > loss_gen: 2.4481070041656494 (2.6405100917816156) | > loss_kl: 2.0736427307128906 (2.0477109670639035) | > loss_feat: 9.394886016845703 (7.500617542266846) | > loss_mel: 18.477352142333984 (19.902229080200197) | > loss_duration: 2.3328757286071777 (2.2688731956481933) | > loss_1: 34.726863861083984 (34.3599405670166)  --> STEP: 26 | > loss_disc: 2.552076816558838 (2.327869562002329) | > loss_disc_real_0: 0.061692845076322556 (0.11531502968416764) | > loss_disc_real_1: 0.0682130753993988 (0.16506111707824928) | > loss_disc_real_2: 0.19288772344589233 (0.25856505964811033) | > loss_disc_real_3: 0.27828165888786316 (0.2619075998663902) | > loss_disc_real_4: 0.2857474684715271 (0.2459186126406376) | > loss_disc_real_5: 0.25356101989746094 (0.2656335406578504) | > loss_0: 2.552076816558838 (2.327869562002329) | > loss_gen: 1.91550612449646 (2.6126253238091097) | > loss_kl: 1.965726613998413 (2.044557722715231) | > loss_feat: 9.982144355773926 (7.596060881247888) | > loss_mel: 22.93712043762207 (20.018955670870266) | > loss_duration: 2.3134171962738037 (2.270586426441486) | > loss_1: 39.11391067504883 (34.542785571171684) --> EVAL PERFORMANCE | > avg_loader_time: 0.002365020605234 (+0.0002013536599966199) | > avg_loss_disc: 2.327869562002329 (+0.08383984749133822) | > avg_loss_disc_real_0: 0.11531502968416764 (-0.010805482188096419) | > avg_loss_disc_real_1: 0.16506111707824928 (-0.02258998470810744) | > avg_loss_disc_real_2: 0.25856505964811033 (-0.0010715092603977294) | > avg_loss_disc_real_3: 0.2619075998663902 (+0.03580087881821847) | > avg_loss_disc_real_4: 0.2459186126406376 (-0.009694034663530499) | > avg_loss_disc_real_5: 0.2656335406578504 (+0.030618544381398383) | > avg_loss_0: 2.327869562002329 (+0.08383984749133822) | > avg_loss_gen: 2.6126253238091097 (-0.0693756571182842) | > avg_loss_kl: 2.044557722715231 (+0.00544423323411225) | > avg_loss_feat: 7.596060881247888 (+0.6926132899064283) | > avg_loss_mel: 20.018955670870266 (+0.8326814724848823) | > avg_loss_duration: 2.270586426441486 (-0.0039956202873816515) | > avg_loss_1: 34.542785571171684 (+1.4573680437528296)  > EPOCH: 115/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 19:59:07)   --> TIME: 2024-06-10 19:59:16 -- STEP: 24/330 -- GLOBAL_STEP: 125975 | > loss_disc: 2.462284803390503 (2.28349240620931) | > loss_disc_real_0: 0.09767492860555649 (0.11225461463133495) | > loss_disc_real_1: 0.20373943448066711 (0.2032814764728149) | > loss_disc_real_2: 0.24294503033161163 (0.21471109800040722) | > loss_disc_real_3: 0.2492457777261734 (0.224203755458196) | > loss_disc_real_4: 0.24567650258541107 (0.2163819552709659) | > loss_disc_real_5: 0.24092045426368713 (0.21612508222460747) | > loss_0: 2.462284803390503 (2.28349240620931) | > grad_norm_0: tensor(23.3371, device='cuda:0') (tensor(17.4678, device='cuda:0')) | > loss_gen: 2.3721275329589844 (2.562016288439433) | > loss_kl: 1.7909119129180908 (1.6531075338522594) | > loss_feat: 6.5301408767700195 (6.944494922955831) | > loss_mel: 19.482614517211914 (19.93463039398193) | > loss_duration: 2.0536484718322754 (2.175682107607524) | > loss_1: 32.22944259643555 (33.26993091901143) | > grad_norm_1: tensor(87.8365, device='cuda:0') (tensor(154.0123, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.3417 (0.3413286805152893) | > loader_time: 0.0032 (0.002923766771952311)  --> TIME: 2024-06-10 19:59:25 -- STEP: 49/330 -- GLOBAL_STEP: 126000 | > loss_disc: 2.3385190963745117 (2.2785283205460525) | > loss_disc_real_0: 0.08721655607223511 (0.11083798201716676) | > loss_disc_real_1: 0.20372366905212402 (0.20403717306195474) | > loss_disc_real_2: 0.2336673140525818 (0.21405541775177936) | > loss_disc_real_3: 0.19595053791999817 (0.2243503697064458) | > loss_disc_real_4: 0.16970622539520264 (0.21442690947834325) | > loss_disc_real_5: 0.19118492305278778 (0.21262065184359646) | > loss_0: 2.3385190963745117 (2.2785283205460525) | > grad_norm_0: tensor(8.2468, device='cuda:0') (tensor(16.9481, device='cuda:0')) | > loss_gen: 2.44779634475708 (2.590694466415717) | > loss_kl: 1.62044358253479 (1.6795403130200444) | > loss_feat: 7.286128044128418 (7.148505103831389) | > loss_mel: 19.671289443969727 (19.97027140247578) | > loss_duration: 2.0133585929870605 (2.1199708276865428) | > loss_1: 33.03901672363281 (33.50898193826481) | > grad_norm_1: tensor(152.7458, device='cuda:0') (tensor(182.9286, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.365 (0.3454039437430246) | > loader_time: 0.0032 (0.003138362144937321) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_126000.pth  --> TIME: 2024-06-10 19:59:39 -- STEP: 74/330 -- GLOBAL_STEP: 126025 | > loss_disc: 2.282087564468384 (2.2740824158127237) | > loss_disc_real_0: 0.0699610710144043 (0.11053737736231573) | > loss_disc_real_1: 0.18825489282608032 (0.20359568237452894) | > loss_disc_real_2: 0.16182014346122742 (0.2137896390380086) | > loss_disc_real_3: 0.2077663093805313 (0.2245961504208075) | > loss_disc_real_4: 0.22074462473392487 (0.21443856910273834) | > loss_disc_real_5: 0.18503861129283905 (0.21194456417012858) | > loss_0: 2.282087564468384 (2.2740824158127237) | > grad_norm_0: tensor(36.7293, device='cuda:0') (tensor(16.3505, device='cuda:0')) | > loss_gen: 2.6765711307525635 (2.599835099400701) | > loss_kl: 1.744971513748169 (1.6588990817198883) | > loss_feat: 7.254582405090332 (7.213434290241551) | > loss_mel: 20.03902244567871 (19.991983130171484) | > loss_duration: 2.0074868202209473 (2.097761684172863) | > loss_1: 33.722633361816406 (33.56191305212072) | > grad_norm_1: tensor(243.7032, device='cuda:0') (tensor(178.8398, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.3448 (0.3500897175556904) | > loader_time: 0.0036 (0.0033019458925401843)  --> TIME: 2024-06-10 19:59:48 -- STEP: 99/330 -- GLOBAL_STEP: 126050 | > loss_disc: 2.1904513835906982 (2.279372330867883) | > loss_disc_real_0: 0.1271265298128128 (0.11322584206407721) | > loss_disc_real_1: 0.20090945065021515 (0.20437167509637696) | > loss_disc_real_2: 0.22826464474201202 (0.21538845336798465) | > loss_disc_real_3: 0.20857785642147064 (0.22474716257567356) | > loss_disc_real_4: 0.19114558398723602 (0.21462225688226294) | > loss_disc_real_5: 0.21275970339775085 (0.21063520420681348) | > loss_0: 2.1904513835906982 (2.279372330867883) | > grad_norm_0: tensor(6.9526, device='cuda:0') (tensor(16.3502, device='cuda:0')) | > loss_gen: 2.6642398834228516 (2.602097513699773) | > loss_kl: 1.5586979389190674 (1.6529092824820317) | > loss_feat: 7.225967884063721 (7.251895451786543) | > loss_mel: 20.209611892700195 (19.95077177490851) | > loss_duration: 2.07244873046875 (2.091326166885067) | > loss_1: 33.73096466064453 (33.549000036836865) | > grad_norm_1: tensor(221.3928, device='cuda:0') (tensor(176.1675, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.3524 (0.35197710027598367) | > loader_time: 0.0036 (0.003387834086562648)  --> TIME: 2024-06-10 19:59:57 -- STEP: 124/330 -- GLOBAL_STEP: 126075 | > loss_disc: 2.1214749813079834 (2.2640504490944644) | > loss_disc_real_0: 0.12361428141593933 (0.11294285229016696) | > loss_disc_real_1: 0.16641128063201904 (0.20225105470707339) | > loss_disc_real_2: 0.22066456079483032 (0.2133393392207161) | > loss_disc_real_3: 0.19357086718082428 (0.22281513591447183) | > loss_disc_real_4: 0.1780187040567398 (0.21323176689686313) | > loss_disc_real_5: 0.16262662410736084 (0.20912609970377338) | > loss_0: 2.1214749813079834 (2.2640504490944644) | > grad_norm_0: tensor(19.1154, device='cuda:0') (tensor(17.8149, device='cuda:0')) | > loss_gen: 2.814511775970459 (2.614670449687589) | > loss_kl: 1.7381867170333862 (1.653383800098973) | > loss_feat: 7.969569683074951 (7.297259426886035) | > loss_mel: 20.35462760925293 (19.939929516084735) | > loss_duration: 2.085630178451538 (2.0902122297594623) | > loss_1: 34.9625244140625 (33.59545523120511) | > grad_norm_1: tensor(249.7656, device='cuda:0') (tensor(197.8379, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.3804 (0.35474821252207595) | > loader_time: 0.0038 (0.0035153608168325117)  --> TIME: 2024-06-10 20:00:06 -- STEP: 149/330 -- GLOBAL_STEP: 126100 | > loss_disc: 2.317437171936035 (2.2648009773868845) | > loss_disc_real_0: 0.14089727401733398 (0.11518140769744879) | > loss_disc_real_1: 0.19376955926418304 (0.20319404488041898) | > loss_disc_real_2: 0.2614234983921051 (0.21319605470103703) | > loss_disc_real_3: 0.1939861923456192 (0.22199502917344138) | > loss_disc_real_4: 0.19671043753623962 (0.2125211161055021) | > loss_disc_real_5: 0.19589810073375702 (0.20849567961772808) | > loss_0: 2.317437171936035 (2.2648009773868845) | > grad_norm_0: tensor(8.7500, device='cuda:0') (tensor(18.2705, device='cuda:0')) | > loss_gen: 2.504481792449951 (2.618006214999513) | > loss_kl: 1.5925801992416382 (1.6476165592270409) | > loss_feat: 6.951254367828369 (7.338077535565268) | > loss_mel: 20.240642547607422 (19.967070125093397) | > loss_duration: 2.0929040908813477 (2.091462917775916) | > loss_1: 33.38186264038086 (33.662233237452156) | > grad_norm_1: tensor(306.0252, device='cuda:0') (tensor(207.5020, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.3715 (0.3570513085230885) | > loader_time: 0.0048 (0.0036345648285526556)  --> TIME: 2024-06-10 20:00:16 -- STEP: 174/330 -- GLOBAL_STEP: 126125 | > loss_disc: 2.453019142150879 (2.2666115692292137) | > loss_disc_real_0: 0.10384531319141388 (0.11452480716009934) | > loss_disc_real_1: 0.19409550726413727 (0.20369373912783875) | > loss_disc_real_2: 0.17204926908016205 (0.2141269128555539) | > loss_disc_real_3: 0.26983776688575745 (0.222432777799409) | > loss_disc_real_4: 0.24167370796203613 (0.21260231091030712) | > loss_disc_real_5: 0.29339835047721863 (0.20900548600602417) | > loss_0: 2.453019142150879 (2.2666115692292137) | > grad_norm_0: tensor(10.8794, device='cuda:0') (tensor(18.6215, device='cuda:0')) | > loss_gen: 2.4929616451263428 (2.623177994256733) | > loss_kl: 1.5911310911178589 (1.640066117390819) | > loss_feat: 7.064342975616455 (7.369907406554825) | > loss_mel: 20.536855697631836 (19.9796919767884) | > loss_duration: 2.1569089889526367 (2.0940577326149787) | > loss_1: 33.842201232910156 (33.70690108989846) | > grad_norm_1: tensor(284.5799, device='cuda:0') (tensor(216.3063, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.395 (0.3591495834547898) | > loader_time: 0.0042 (0.00376536654329848)  --> TIME: 2024-06-10 20:00:26 -- STEP: 199/330 -- GLOBAL_STEP: 126150 | > loss_disc: 2.2746613025665283 (2.2673371796631923) | > loss_disc_real_0: 0.09762454032897949 (0.11421193869494313) | > loss_disc_real_1: 0.17250411212444305 (0.2038327988667704) | > loss_disc_real_2: 0.23998022079467773 (0.21414025719441362) | > loss_disc_real_3: 0.21873784065246582 (0.22184627918741812) | > loss_disc_real_4: 0.21483875811100006 (0.212895010284443) | > loss_disc_real_5: 0.21084007620811462 (0.20881753486005497) | > loss_0: 2.2746613025665283 (2.2673371796631923) | > grad_norm_0: tensor(15.4608, device='cuda:0') (tensor(18.3575, device='cuda:0')) | > loss_gen: 2.579432964324951 (2.6197183216037474) | > loss_kl: 1.726379632949829 (1.637842182538018) | > loss_feat: 7.17971134185791 (7.375224094295023) | > loss_mel: 20.141033172607422 (19.954203754214188) | > loss_duration: 2.1994433403015137 (2.099869770021297) | > loss_1: 33.82600021362305 (33.68685803820739) | > grad_norm_1: tensor(292.6165, device='cuda:0') (tensor(217.5720, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.3998 (0.362507963899392) | > loader_time: 0.0049 (0.003903386580884157)  --> TIME: 2024-06-10 20:00:36 -- STEP: 224/330 -- GLOBAL_STEP: 126175 | > loss_disc: 2.176154136657715 (2.26855162744011) | > loss_disc_real_0: 0.07036122679710388 (0.11495410975268376) | > loss_disc_real_1: 0.24895596504211426 (0.20372645763148153) | > loss_disc_real_2: 0.19881470501422882 (0.21454927544774754) | > loss_disc_real_3: 0.1824716478586197 (0.2215887282841972) | > loss_disc_real_4: 0.1901189237833023 (0.21266902431047388) | > loss_disc_real_5: 0.1863212138414383 (0.2086835298687219) | > loss_0: 2.176154136657715 (2.26855162744011) | > grad_norm_0: tensor(29.2940, device='cuda:0') (tensor(20.2216, device='cuda:0')) | > loss_gen: 2.640016794204712 (2.618955132152354) | > loss_kl: 1.5494626760482788 (1.6393214203417301) | > loss_feat: 8.097362518310547 (7.397751748561859) | > loss_mel: 20.09299659729004 (19.948690176010132) | > loss_duration: 2.2239394187927246 (2.1050297830786038) | > loss_1: 34.60377883911133 (33.70974825109756) | > grad_norm_1: tensor(218.0483, device='cuda:0') (tensor(225.8715, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.4055 (0.36634864125932964) | > loader_time: 0.0051 (0.004031618790967125)  --> TIME: 2024-06-10 20:00:46 -- STEP: 249/330 -- GLOBAL_STEP: 126200 | > loss_disc: 2.3940725326538086 (2.270916166075739) | > loss_disc_real_0: 0.14023473858833313 (0.11484154210571783) | > loss_disc_real_1: 0.1972419023513794 (0.20368158368461103) | > loss_disc_real_2: 0.1956796497106552 (0.21508551607409634) | > loss_disc_real_3: 0.24345336854457855 (0.2217293972949905) | > loss_disc_real_4: 0.2488178163766861 (0.21275469636821365) | > loss_disc_real_5: 0.20638544857501984 (0.208479505346482) | > loss_0: 2.3940725326538086 (2.270916166075739) | > grad_norm_0: tensor(47.8586, device='cuda:0') (tensor(21.4547, device='cuda:0')) | > loss_gen: 2.545882225036621 (2.623784584213932) | > loss_kl: 1.5761557817459106 (1.6386265328610279) | > loss_feat: 7.067668914794922 (7.4089959673134675) | > loss_mel: 20.475086212158203 (19.947184689073676) | > loss_duration: 2.1568617820739746 (2.1115525209281345) | > loss_1: 33.8216552734375 (33.7301442709314) | > grad_norm_1: tensor(263.7596, device='cuda:0') (tensor(231.9098, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.4139 (0.37083912566004984) | > loader_time: 0.0061 (0.0041684357516736876)  --> TIME: 2024-06-10 20:00:57 -- STEP: 274/330 -- GLOBAL_STEP: 126225 | > loss_disc: 2.066815137863159 (2.268897453363793) | > loss_disc_real_0: 0.06333976238965988 (0.11376471033007124) | > loss_disc_real_1: 0.22383978962898254 (0.20434166969609086) | > loss_disc_real_2: 0.2665714919567108 (0.21534080237802797) | > loss_disc_real_3: 0.21975138783454895 (0.22119507139181568) | > loss_disc_real_4: 0.167467400431633 (0.21248730337315233) | > loss_disc_real_5: 0.18141025304794312 (0.2083601168472401) | > loss_0: 2.066815137863159 (2.268897453363793) | > grad_norm_0: tensor(21.7643, device='cuda:0') (tensor(22.8694, device='cuda:0')) | > loss_gen: 3.1717350482940674 (2.630465378726487) | > loss_kl: 1.6995640993118286 (1.642109981418526) | > loss_feat: 8.528438568115234 (7.443710929285871) | > loss_mel: 19.396865844726562 (19.92685182947312) | > loss_duration: 2.188755989074707 (2.1181590887751898) | > loss_1: 34.98535919189453 (33.761297239874416) | > grad_norm_1: tensor(467.4324, device='cuda:0') (tensor(240.6168, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.4341 (0.37645030108681554) | > loader_time: 0.0057 (0.004310694054095416)  --> TIME: 2024-06-10 20:01:09 -- STEP: 299/330 -- GLOBAL_STEP: 126250 | > loss_disc: 2.1308176517486572 (2.2719760698618297) | > loss_disc_real_0: 0.06658366322517395 (0.114656032614385) | > loss_disc_real_1: 0.1699223518371582 (0.20461894302663203) | > loss_disc_real_2: 0.1628667265176773 (0.2155754658390446) | > loss_disc_real_3: 0.1921115517616272 (0.22158743590614868) | > loss_disc_real_4: 0.17879316210746765 (0.2122465111938209) | > loss_disc_real_5: 0.2025817483663559 (0.2085828825482556) | > loss_0: 2.1308176517486572 (2.2719760698618297) | > grad_norm_0: tensor(21.2443, device='cuda:0') (tensor(25.0609, device='cuda:0')) | > loss_gen: 2.887434244155884 (2.6337699475495735) | > loss_kl: 1.6732763051986694 (1.6449058518361885) | > loss_feat: 8.095519065856934 (7.467812957572299) | > loss_mel: 19.5131778717041 (19.894684163224344) | > loss_duration: 2.272768020629883 (2.1269317191580073) | > loss_1: 34.442176818847656 (33.768104648909066) | > grad_norm_1: tensor(550.6322, device='cuda:0') (tensor(257.9016, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.4684 (0.38259703339541634) | > loader_time: 0.0069 (0.004477986523937621)  --> TIME: 2024-06-10 20:01:23 -- STEP: 324/330 -- GLOBAL_STEP: 126275 | > loss_disc: 2.3841733932495117 (2.2759443661313) | > loss_disc_real_0: 0.08456365764141083 (0.11705181768371) | > loss_disc_real_1: 0.13121135532855988 (0.20477695100837284) | > loss_disc_real_2: 0.3031679093837738 (0.21573256724226614) | > loss_disc_real_3: 0.29186880588531494 (0.22156148735019895) | > loss_disc_real_4: 0.2684817910194397 (0.21267217664439006) | > loss_disc_real_5: 0.23045006394386292 (0.20823123977508073) | > loss_0: 2.3841733932495117 (2.2759443661313) | > grad_norm_0: tensor(40.1185, device='cuda:0') (tensor(26.7547, device='cuda:0')) | > loss_gen: 2.4774982929229736 (2.631911948139287) | > loss_kl: 1.8810051679611206 (1.6474078636110565) | > loss_feat: 10.563116073608398 (7.532883928145892) | > loss_mel: 20.484643936157227 (19.85854391992828) | > loss_duration: 2.316556215286255 (2.1398106416066485) | > loss_1: 37.722816467285156 (33.81055826022305) | > grad_norm_1: tensor(231.9481, device='cuda:0') (tensor(264.4480, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.6251 (0.3945325016975403) | > loader_time: 0.0094 (0.004733524204772196)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3836612701416016 (2.3836612701416016) | > loss_disc_real_0: 0.1845836639404297 (0.1845836639404297) | > loss_disc_real_1: 0.23688355088233948 (0.23688355088233948) | > loss_disc_real_2: 0.20878298580646515 (0.20878298580646515) | > loss_disc_real_3: 0.3420729637145996 (0.3420729637145996) | > loss_disc_real_4: 0.23671069741249084 (0.23671069741249084) | > loss_disc_real_5: 0.23684902489185333 (0.23684902489185333) | > loss_0: 2.3836612701416016 (2.3836612701416016) | > loss_gen: 2.499758720397949 (2.499758720397949) | > loss_kl: 0.4592626988887787 (0.4592626988887787) | > loss_feat: 5.304698467254639 (5.304698467254639) | > loss_mel: 16.270565032958984 (16.270565032958984) | > loss_duration: 2.7393622398376465 (2.7393622398376465) | > loss_1: 27.273649215698242 (27.273649215698242)  --> STEP: 1 | > loss_disc: 2.440486192703247 (2.440486192703247) | > loss_disc_real_0: 0.19184628129005432 (0.19184628129005432) | > loss_disc_real_1: 0.17204077541828156 (0.17204077541828156) | > loss_disc_real_2: 0.228336900472641 (0.228336900472641) | > loss_disc_real_3: 0.36333248019218445 (0.36333248019218445) | > loss_disc_real_4: 0.31864669919013977 (0.31864669919013977) | > loss_disc_real_5: 0.2912661135196686 (0.2912661135196686) | > loss_0: 2.440486192703247 (2.440486192703247) | > loss_gen: 2.727041006088257 (2.727041006088257) | > loss_kl: 2.405726909637451 (2.405726909637451) | > loss_feat: 5.538943767547607 (5.538943767547607) | > loss_mel: 19.627260208129883 (19.627260208129883) | > loss_duration: 2.3771934509277344 (2.3771934509277344) | > loss_1: 32.67616271972656 (32.67616271972656)  --> STEP: 2 | > loss_disc: 2.1855757236480713 (2.313030958175659) | > loss_disc_real_0: 0.037670835852622986 (0.11475855857133865) | > loss_disc_real_1: 0.18833781778812408 (0.18018929660320282) | > loss_disc_real_2: 0.22916768491268158 (0.22875229269266129) | > loss_disc_real_3: 0.3287510573863983 (0.3460417687892914) | > loss_disc_real_4: 0.2217276692390442 (0.270187184214592) | > loss_disc_real_5: 0.30006861686706543 (0.295667365193367) | > loss_0: 2.1855757236480713 (2.313030958175659) | > loss_gen: 2.7375283241271973 (2.732284665107727) | > loss_kl: 1.9850726127624512 (2.195399761199951) | > loss_feat: 6.612057685852051 (6.075500726699829) | > loss_mel: 20.668764114379883 (20.148012161254883) | > loss_duration: 2.417188882827759 (2.3971911668777466) | > loss_1: 34.42061233520508 (33.54838752746582)  --> STEP: 3 | > loss_disc: 2.2783541679382324 (2.301472028096517) | > loss_disc_real_0: 0.13455598056316376 (0.12135769923528035) | > loss_disc_real_1: 0.14085200428962708 (0.1670768658320109) | > loss_disc_real_2: 0.22166301310062408 (0.22638919949531555) | > loss_disc_real_3: 0.25642675161361694 (0.3161700963973999) | > loss_disc_real_4: 0.2159351259469986 (0.25210316479206085) | > loss_disc_real_5: 0.2561035454273224 (0.2824794252713521) | > loss_0: 2.2783541679382324 (2.301472028096517) | > loss_gen: 2.4713668823242188 (2.6453120708465576) | > loss_kl: 2.1348581314086914 (2.1752192179361978) | > loss_feat: 9.053030967712402 (7.0680108070373535) | > loss_mel: 23.549108505249023 (21.281710942586262) | > loss_duration: 2.163233995437622 (2.3192054430643716) | > loss_1: 39.37160110473633 (35.48945871988932)  --> STEP: 4 | > loss_disc: 2.3669416904449463 (2.3178394436836243) | > loss_disc_real_0: 0.20434272289276123 (0.14210395514965057) | > loss_disc_real_1: 0.21763454377651215 (0.17971628531813622) | > loss_disc_real_2: 0.32181063294410706 (0.2502445578575134) | > loss_disc_real_3: 0.36700379848480225 (0.3288785219192505) | > loss_disc_real_4: 0.21252386271953583 (0.2422083392739296) | > loss_disc_real_5: 0.1555713564157486 (0.25075240805745125) | > loss_0: 2.3669416904449463 (2.3178394436836243) | > loss_gen: 2.8885457515716553 (2.706120491027832) | > loss_kl: 2.5299158096313477 (2.2638933658599854) | > loss_feat: 8.661457061767578 (7.46637237071991) | > loss_mel: 19.50716209411621 (20.83807373046875) | > loss_duration: 2.297607660293579 (2.3138059973716736) | > loss_1: 35.88468933105469 (35.588266372680664)  --> STEP: 5 | > loss_disc: 2.003568649291992 (2.254985284805298) | > loss_disc_real_0: 0.15597441792488098 (0.14487804770469664) | > loss_disc_real_1: 0.27061891555786133 (0.19789681136608123) | > loss_disc_real_2: 0.15605680644512177 (0.2314070075750351) | > loss_disc_real_3: 0.2845234274864197 (0.3200075030326843) | > loss_disc_real_4: 0.23633387684822083 (0.24103344678878785) | > loss_disc_real_5: 0.18766997754573822 (0.23813592195510863) | > loss_0: 2.003568649291992 (2.254985284805298) | > loss_gen: 3.1092045307159424 (2.786737298965454) | > loss_kl: 1.9661638736724854 (2.2043474674224854) | > loss_feat: 7.9828715324401855 (7.5696722030639645) | > loss_mel: 19.952054977416992 (20.660869979858397) | > loss_duration: 2.380828380584717 (2.327210474014282) | > loss_1: 35.3911247253418 (35.54883804321289)  --> STEP: 6 | > loss_disc: 2.568443775177002 (2.307228366533915) | > loss_disc_real_0: 0.15711894631385803 (0.14691819747289023) | > loss_disc_real_1: 0.21025094389915466 (0.19995583345492682) | > loss_disc_real_2: 0.22928683459758759 (0.23105364541212717) | > loss_disc_real_3: 0.36868593096733093 (0.3281205743551254) | > loss_disc_real_4: 0.34205156564712524 (0.25786979993184406) | > loss_disc_real_5: 0.35257142782211304 (0.25720850626627606) | > loss_0: 2.568443775177002 (2.307228366533915) | > loss_gen: 2.670623540878296 (2.7673850059509277) | > loss_kl: 1.8621944189071655 (2.147321959336599) | > loss_feat: 4.43637752532959 (7.047456423441569) | > loss_mel: 16.550113677978516 (19.975743929545086) | > loss_duration: 2.1403517723083496 (2.2960673570632935) | > loss_1: 27.6596622467041 (34.233975410461426)  --> STEP: 7 | > loss_disc: 2.452572822570801 (2.32799186025347) | > loss_disc_real_0: 0.07052445411682129 (0.13600480556488037) | > loss_disc_real_1: 0.17925405502319336 (0.19699843653610774) | > loss_disc_real_2: 0.22127221524715424 (0.22965629824570247) | > loss_disc_real_3: 0.3909793496131897 (0.33710039939199177) | > loss_disc_real_4: 0.2941943109035492 (0.2630590157849448) | > loss_disc_real_5: 0.40602123737335205 (0.2784674678530012) | > loss_0: 2.452572822570801 (2.32799186025347) | > loss_gen: 2.652693033218384 (2.7510004384177074) | > loss_kl: 2.7463293075561523 (2.2328944376536777) | > loss_feat: 7.128620624542236 (7.059051309313093) | > loss_mel: 22.070449829101562 (20.274987629481725) | > loss_duration: 2.3954596519470215 (2.3102662563323975) | > loss_1: 36.993553161621094 (34.62820080348423)  --> STEP: 8 | > loss_disc: 2.278730869293213 (2.321834236383438) | > loss_disc_real_0: 0.1483762562274933 (0.13755123689770699) | > loss_disc_real_1: 0.2159324288368225 (0.1993651855736971) | > loss_disc_real_2: 0.22921405732631683 (0.22960101813077927) | > loss_disc_real_3: 0.3148556649684906 (0.3343198075890541) | > loss_disc_real_4: 0.24677880108356476 (0.2610239889472723) | > loss_disc_real_5: 0.31048327684402466 (0.2824694439768791) | > loss_0: 2.278730869293213 (2.321834236383438) | > loss_gen: 2.936263084411621 (2.7741582691669464) | > loss_kl: 2.471379041671753 (2.262705013155937) | > loss_feat: 9.186235427856445 (7.324949324131012) | > loss_mel: 20.77062225341797 (20.336941957473755) | > loss_duration: 2.1823339462280273 (2.294274717569351) | > loss_1: 37.546836853027344 (34.993030309677124)  --> STEP: 9 | > loss_disc: 2.238389730453491 (2.312562624613444) | > loss_disc_real_0: 0.16851374506950378 (0.14099151558346218) | > loss_disc_real_1: 0.16125817596912384 (0.19513107339541116) | > loss_disc_real_2: 0.21146263182163239 (0.22758564187420738) | > loss_disc_real_3: 0.27580878138542175 (0.3278185824553172) | > loss_disc_real_4: 0.2886354923248291 (0.26409193376700085) | > loss_disc_real_5: 0.2490537017583847 (0.27875658373037976) | > loss_0: 2.238389730453491 (2.312562624613444) | > loss_gen: 2.6734447479248047 (2.7629678779178195) | > loss_kl: 2.0907950401306152 (2.2436039050420127) | > loss_feat: 6.739438056945801 (7.259892516665989) | > loss_mel: 21.387544631958008 (20.453675587972004) | > loss_duration: 2.147254705429077 (2.2779391606648765) | > loss_1: 35.038475036621094 (34.99807972378201)  --> STEP: 10 | > loss_disc: 2.1711926460266113 (2.298425626754761) | > loss_disc_real_0: 0.056749098002910614 (0.13256727382540703) | > loss_disc_real_1: 0.19395020604133606 (0.19501298666000366) | > loss_disc_real_2: 0.17835935950279236 (0.2226630136370659) | > loss_disc_real_3: 0.31557637453079224 (0.3265943616628647) | > loss_disc_real_4: 0.2679268419742584 (0.2644754245877266) | > loss_disc_real_5: 0.2777000963687897 (0.2786509349942207) | > loss_0: 2.1711926460266113 (2.298425626754761) | > loss_gen: 2.7234158515930176 (2.7590126752853394) | > loss_kl: 1.7377135753631592 (2.1930148720741274) | > loss_feat: 7.670905590057373 (7.300993824005127) | > loss_mel: 21.772031784057617 (20.585511207580566) | > loss_duration: 2.27717924118042 (2.2778631687164306) | > loss_1: 36.18124771118164 (35.116396522521974)  --> STEP: 11 | > loss_disc: 2.52370285987854 (2.318905375220559) | > loss_disc_real_0: 0.14408916234970093 (0.13361471823670648) | > loss_disc_real_1: 0.16839143633842468 (0.1925928457216783) | > loss_disc_real_2: 0.17974931001663208 (0.21876176785339008) | > loss_disc_real_3: 0.3142434358596802 (0.32547155022621155) | > loss_disc_real_4: 0.27837443351745605 (0.2657389708540656) | > loss_disc_real_5: 0.31381621956825256 (0.28184777904640546) | > loss_0: 2.52370285987854 (2.318905375220559) | > loss_gen: 2.4828078746795654 (2.7339031479575415) | > loss_kl: 1.9533054828643799 (2.171223109418696) | > loss_feat: 4.2142438888549805 (7.020380193536932) | > loss_mel: 15.523982048034668 (20.125372193076394) | > loss_duration: 2.4272637367248535 (2.2914450385353784) | > loss_1: 26.60160255432129 (34.34232434359464)  --> STEP: 12 | > loss_disc: 2.2228474617004395 (2.3109005490938825) | > loss_disc_real_0: 0.05366049334406853 (0.12695186616232) | > loss_disc_real_1: 0.20230042934417725 (0.19340181102355322) | > loss_disc_real_2: 0.2890573740005493 (0.22461973503232002) | > loss_disc_real_3: 0.3220568895339966 (0.32518699516852695) | > loss_disc_real_4: 0.2254929393529892 (0.2623851348956426) | > loss_disc_real_5: 0.2261686474084854 (0.2772078514099121) | > loss_0: 2.2228474617004395 (2.3109005490938825) | > loss_gen: 2.6234843730926514 (2.7247015833854675) | > loss_kl: 1.5721383094787598 (2.121299376090368) | > loss_feat: 6.375819683074951 (6.9666668176651) | > loss_mel: 18.125917434692383 (19.95875096321106) | > loss_duration: 2.1944313049316406 (2.283360560735067) | > loss_1: 30.89179039001465 (34.054779847462974)  --> STEP: 13 | > loss_disc: 2.4161977767944336 (2.319000335840079) | > loss_disc_real_0: 0.09658248722553253 (0.1246157600902594) | > loss_disc_real_1: 0.22183579206466675 (0.1955890403344081) | > loss_disc_real_2: 0.22659021615982056 (0.22477131050366622) | > loss_disc_real_3: 0.3375130295753479 (0.32613515166135937) | > loss_disc_real_4: 0.2903076708316803 (0.2645330222753378) | > loss_disc_real_5: 0.2876104712486267 (0.2780080529359671) | > loss_0: 2.4161977767944336 (2.319000335840079) | > loss_gen: 2.5842795372009277 (2.7138998875251183) | > loss_kl: 2.231119155883789 (2.129747051459092) | > loss_feat: 6.377037048339844 (6.921310681563157) | > loss_mel: 19.683401107788086 (19.9375702051016) | > loss_duration: 2.1204466819763184 (2.2708287239074707) | > loss_1: 32.99628448486328 (33.97335712726299)  --> STEP: 14 | > loss_disc: 2.4040305614471436 (2.32507392338344) | > loss_disc_real_0: 0.12574222683906555 (0.12469622200088841) | > loss_disc_real_1: 0.15308262407779694 (0.19255286774465016) | > loss_disc_real_2: 0.19856539368629456 (0.22289945930242538) | > loss_disc_real_3: 0.36766794323921204 (0.32910177963120596) | > loss_disc_real_4: 0.2643188536167145 (0.26451772451400757) | > loss_disc_real_5: 0.255603551864624 (0.27640773143087116) | > loss_0: 2.4040305614471436 (2.32507392338344) | > loss_gen: 2.474698305130005 (2.6968140602111816) | > loss_kl: 2.7526955604553223 (2.1742433735302513) | > loss_feat: 6.213601112365723 (6.870759998049055) | > loss_mel: 22.27099609375 (20.1042434828622) | > loss_duration: 2.4066290855407715 (2.2805287497384206) | > loss_1: 36.11861801147461 (34.12659004756382)  --> STEP: 15 | > loss_disc: 2.7413558959960938 (2.3528260548909503) | > loss_disc_real_0: 0.2541387677192688 (0.13332572504878043) | > loss_disc_real_1: 0.1828889399766922 (0.19190860589345296) | > loss_disc_real_2: 0.32185444235801697 (0.22949645817279815) | > loss_disc_real_3: 0.35173821449279785 (0.3306108752886454) | > loss_disc_real_4: 0.26966148614883423 (0.26486064195632936) | > loss_disc_real_5: 0.29456135630607605 (0.27761797308921815) | > loss_0: 2.7413558959960938 (2.3528260548909503) | > loss_gen: 2.7308449745178223 (2.699082787831624) | > loss_kl: 2.4666080474853516 (2.193734351793925) | > loss_feat: 8.427270889282227 (6.974527390797933) | > loss_mel: 19.969392776489258 (20.09525343577067) | > loss_duration: 2.336412191390991 (2.284254312515259) | > loss_1: 35.93052673339844 (34.246852493286134)  --> STEP: 16 | > loss_disc: 2.0894250869750977 (2.3363634943962097) | > loss_disc_real_0: 0.037242352962493896 (0.12732051429338753) | > loss_disc_real_1: 0.17045722901821136 (0.19056789483875036) | > loss_disc_real_2: 0.18296141922473907 (0.22658801823854446) | > loss_disc_real_3: 0.28004175424575806 (0.32745030522346497) | > loss_disc_real_4: 0.23955360054969788 (0.2632789518684149) | > loss_disc_real_5: 0.1482655107975006 (0.2695334441959858) | > loss_0: 2.0894250869750977 (2.3363634943962097) | > loss_gen: 2.4965898990631104 (2.6864269822835922) | > loss_kl: 1.9231809377670288 (2.176824763417244) | > loss_feat: 8.489208221435547 (7.069194942712784) | > loss_mel: 22.570314407348633 (20.249944746494293) | > loss_duration: 2.341658353805542 (2.2878420650959015) | > loss_1: 37.820953369140625 (34.47023379802704)  --> STEP: 17 | > loss_disc: 2.5131969451904297 (2.346765462089987) | > loss_disc_real_0: 0.07608203589916229 (0.12430648615255076) | > loss_disc_real_1: 0.18915194272994995 (0.19048460353823268) | > loss_disc_real_2: 0.2282932847738266 (0.22668832803473754) | > loss_disc_real_3: 0.4413450360298157 (0.33414999527089734) | > loss_disc_real_4: 0.37057608366012573 (0.2695905478561626) | > loss_disc_real_5: 0.34590867161750793 (0.2740261046325459) | > loss_0: 2.5131969451904297 (2.346765462089987) | > loss_gen: 2.754004716873169 (2.6904021431418026) | > loss_kl: 1.5657209157943726 (2.1408774782629574) | > loss_feat: 6.247533321380615 (7.020861906163833) | > loss_mel: 18.896806716918945 (20.17034839181339) | > loss_duration: 2.3475582599639893 (2.291354782441083) | > loss_1: 31.81162452697754 (34.31384501737707)  --> STEP: 18 | > loss_disc: 2.104093074798584 (2.3332836627960205) | > loss_disc_real_0: 0.0465506836771965 (0.11998671934836441) | > loss_disc_real_1: 0.1900070309638977 (0.19045807172854742) | > loss_disc_real_2: 0.15403392910957336 (0.22265197253889507) | > loss_disc_real_3: 0.2898077070713043 (0.3316865348153644) | > loss_disc_real_4: 0.21625854074954987 (0.26662765857246185) | > loss_disc_real_5: 0.1735905259847641 (0.2684463502632247) | > loss_0: 2.104093074798584 (2.3332836627960205) | > loss_gen: 2.5064642429351807 (2.6801833709081015) | > loss_kl: 2.242401361465454 (2.1465176939964294) | > loss_feat: 8.555671691894531 (7.1061291164822045) | > loss_mel: 23.340370178222656 (20.34646071328057) | > loss_duration: 2.2109103202819824 (2.2868856456544666) | > loss_1: 38.85581970214844 (34.56617694430881)  --> STEP: 19 | > loss_disc: 2.5660486221313477 (2.345534450129459) | > loss_disc_real_0: 0.10917001962661743 (0.1194174193630093) | > loss_disc_real_1: 0.16213159263134003 (0.18896720440764175) | > loss_disc_real_2: 0.3701323866844177 (0.23041409959918574) | > loss_disc_real_3: 0.3641502857208252 (0.3333951532840729) | > loss_disc_real_4: 0.29860207438468933 (0.2683105225625791) | > loss_disc_real_5: 0.3660854697227478 (0.2735852512874101) | > loss_0: 2.5660486221313477 (2.345534450129459) | > loss_gen: 2.798997163772583 (2.6864367284272848) | > loss_kl: 1.8199983835220337 (2.129332467129356) | > loss_feat: 6.980539321899414 (7.099519127293637) | > loss_mel: 20.0338077545166 (20.33000529439826) | > loss_duration: 2.3305020332336426 (2.289181245000739) | > loss_1: 33.96384811401367 (34.53447542692486)  --> STEP: 20 | > loss_disc: 2.3677170276641846 (2.3466435790061952) | > loss_disc_real_0: 0.14516760408878326 (0.120704928599298) | > loss_disc_real_1: 0.2074236422777176 (0.18989002630114554) | > loss_disc_real_2: 0.19789060950279236 (0.22878792509436607) | > loss_disc_real_3: 0.35586729645729065 (0.33451876044273376) | > loss_disc_real_4: 0.28732794523239136 (0.2692613936960697) | > loss_disc_real_5: 0.32131442427635193 (0.2759717099368572) | > loss_0: 2.3677170276641846 (2.3466435790061952) | > loss_gen: 2.7463674545288086 (2.6894332647323607) | > loss_kl: 1.6547892093658447 (2.1056053042411804) | > loss_feat: 6.99743127822876 (7.094414734840393) | > loss_mel: 21.080249786376953 (20.367517518997193) | > loss_duration: 2.325742244720459 (2.2910092949867247) | > loss_1: 34.80458068847656 (34.54798069000244)  --> STEP: 21 | > loss_disc: 2.423154354095459 (2.3502869492485408) | > loss_disc_real_0: 0.16615456342697144 (0.1228691969244253) | > loss_disc_real_1: 0.1982400119304657 (0.1902876446644465) | > loss_disc_real_2: 0.24800753593444824 (0.2297031446581795) | > loss_disc_real_3: 0.36250436305999756 (0.335851408186413) | > loss_disc_real_4: 0.2455117106437683 (0.26813045640786487) | > loss_disc_real_5: 0.26180851459503174 (0.27529727206343696) | > loss_0: 2.423154354095459 (2.3502869492485408) | > loss_gen: 2.587467670440674 (2.6845777602422807) | > loss_kl: 2.035759925842285 (2.102279333841233) | > loss_feat: 5.1940741539001465 (7.003922326224191) | > loss_mel: 15.36829948425293 (20.129459517342703) | > loss_duration: 2.139178514480591 (2.283779257819766) | > loss_1: 27.324779510498047 (34.20401872907366)  --> STEP: 22 | > loss_disc: 2.4394969940185547 (2.354341951283541) | > loss_disc_real_0: 0.15171198546886444 (0.12418023276735436) | > loss_disc_real_1: 0.17457300424575806 (0.1895733428272334) | > loss_disc_real_2: 0.19279088079929352 (0.2280253144827756) | > loss_disc_real_3: 0.3383287191390991 (0.3359640132297169) | > loss_disc_real_4: 0.3035038113594055 (0.26973833617838944) | > loss_disc_real_5: 0.21282005310058594 (0.27245739847421646) | > loss_0: 2.4394969940185547 (2.354341951283541) | > loss_gen: 2.4956040382385254 (2.675988045605746) | > loss_kl: 1.931002140045166 (2.094494006850503) | > loss_feat: 8.383420944213867 (7.066626808860085) | > loss_mel: 21.474323272705078 (20.190589688040994) | > loss_duration: 2.1453115940093994 (2.2774852731011133) | > loss_1: 36.429664611816406 (34.305184451016515)  --> STEP: 23 | > loss_disc: 2.1471920013427734 (2.345335431720899) | > loss_disc_real_0: 0.07193179428577423 (0.12190856152902478) | > loss_disc_real_1: 0.13162413239479065 (0.18705381193886633) | > loss_disc_real_2: 0.15964317321777344 (0.22505217790603638) | > loss_disc_real_3: 0.26654618978500366 (0.33294584699299024) | > loss_disc_real_4: 0.22956088185310364 (0.2679914903381596) | > loss_disc_real_5: 0.28856346011161804 (0.2731576620236687) | > loss_0: 2.1471920013427734 (2.345335431720899) | > loss_gen: 2.436547040939331 (2.665577567141989) | > loss_kl: 2.1741039752960205 (2.097955309826395) | > loss_feat: 8.740150451660156 (7.139388706373132) | > loss_mel: 21.377592086791992 (20.242198487986688) | > loss_duration: 2.231832504272461 (2.2755003701085634) | > loss_1: 36.960227966308594 (34.42062112559443)  --> STEP: 24 | > loss_disc: 2.332733631134033 (2.344810356696446) | > loss_disc_real_0: 0.129564106464386 (0.12222754256799817) | > loss_disc_real_1: 0.16018146276474 (0.18593413072327772) | > loss_disc_real_2: 0.2145306020975113 (0.2246137789140145) | > loss_disc_real_3: 0.35979121923446655 (0.33406440416971844) | > loss_disc_real_4: 0.27541977167129517 (0.2683010020603736) | > loss_disc_real_5: 0.2956995368003845 (0.2740969068060319) | > loss_0: 2.332733631134033 (2.344810356696446) | > loss_gen: 2.7463741302490234 (2.668944090604782) | > loss_kl: 2.3067986965179443 (2.10665711760521) | > loss_feat: 7.2682671546936035 (7.144758641719818) | > loss_mel: 21.349714279174805 (20.28834497928619) | > loss_duration: 2.395930767059326 (2.2805183033148455) | > loss_1: 36.06708526611328 (34.48922379811605)  --> STEP: 25 | > loss_disc: 2.24645733833313 (2.3408762359619133) | > loss_disc_real_0: 0.06072850525379181 (0.11976758107542991) | > loss_disc_real_1: 0.15910395979881287 (0.18486092388629913) | > loss_disc_real_2: 0.23308518528938293 (0.22495263516902925) | > loss_disc_real_3: 0.2879890203475952 (0.3322213888168335) | > loss_disc_real_4: 0.21429193019866943 (0.26614063918590547) | > loss_disc_real_5: 0.19888891279697418 (0.27108858704566957) | > loss_0: 2.24645733833313 (2.3408762359619133) | > loss_gen: 2.287487030029297 (2.6536858081817627) | > loss_kl: 2.1192784309387207 (2.1071619701385504) | > loss_feat: 7.562835216522217 (7.161481704711914) | > loss_mel: 19.918472290039062 (20.273550071716304) | > loss_duration: 2.3113396167755127 (2.281751155853272) | > loss_1: 34.19941329956055 (34.477631378173825)  --> STEP: 26 | > loss_disc: 1.8904318809509277 (2.3235514530768753) | > loss_disc_real_0: 0.060025934129953384 (0.11746982542368081) | > loss_disc_real_1: 0.14392733573913574 (0.18328655511140823) | > loss_disc_real_2: 0.15334473550319672 (0.22219848518188184) | > loss_disc_real_3: 0.2790171802043915 (0.33017507310097033) | > loss_disc_real_4: 0.15658892691135406 (0.2619271117907304) | > loss_disc_real_5: 0.18192996084690094 (0.2676594091149477) | > loss_0: 1.8904318809509277 (2.3235514530768753) | > loss_gen: 2.8776087760925293 (2.6622982300244846) | > loss_kl: 1.7466462850570679 (2.093295982250801) | > loss_feat: 12.950746536254883 (7.384145736694336) | > loss_mel: 21.18466567993164 (20.308592979724587) | > loss_duration: 2.27349591255188 (2.2814336464955263) | > loss_1: 41.03316116333008 (34.72976713914137) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023404543216411886 (-2.4566283592811298e-05) | > avg_loss_disc: 2.3235514530768753 (-0.00431810892545359) | > avg_loss_disc_real_0: 0.11746982542368081 (+0.002154795739513174) | > avg_loss_disc_real_1: 0.18328655511140823 (+0.01822543803315896) | > avg_loss_disc_real_2: 0.22219848518188184 (-0.036366574466228485) | > avg_loss_disc_real_3: 0.33017507310097033 (+0.06826747323458016) | > avg_loss_disc_real_4: 0.2619271117907304 (+0.01600849915009281) | > avg_loss_disc_real_5: 0.2676594091149477 (+0.0020258684570972907) | > avg_loss_0: 2.3235514530768753 (-0.00431810892545359) | > avg_loss_gen: 2.6622982300244846 (+0.0496729062153749) | > avg_loss_kl: 2.093295982250801 (+0.048738259535570094) | > avg_loss_feat: 7.384145736694336 (-0.21191514455355165) | > avg_loss_mel: 20.308592979724587 (+0.2896373088543207) | > avg_loss_duration: 2.2814336464955263 (+0.010847220054040374) | > avg_loss_1: 34.72976713914137 (+0.18698156796968846)  > EPOCH: 116/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:01:44)   --> TIME: 2024-06-10 20:01:52 -- STEP: 19/330 -- GLOBAL_STEP: 126300 | > loss_disc: 2.3635430335998535 (2.2749523740065727) | > loss_disc_real_0: 0.11112107336521149 (0.11295699524252038) | > loss_disc_real_1: 0.1776818186044693 (0.19603557335702995) | > loss_disc_real_2: 0.20814575254917145 (0.21192198442785362) | > loss_disc_real_3: 0.19640827178955078 (0.22305988010607267) | > loss_disc_real_4: 0.22933590412139893 (0.21712337042156019) | > loss_disc_real_5: 0.19203554093837738 (0.21843288995717702) | > loss_0: 2.3635430335998535 (2.2749523740065727) | > grad_norm_0: tensor(8.7055, device='cuda:0') (tensor(13.0824, device='cuda:0')) | > loss_gen: 2.401087999343872 (2.5313009337375036) | > loss_kl: 1.7267216444015503 (1.60120521721087) | > loss_feat: 7.699753761291504 (6.905671872590718) | > loss_mel: 19.379682540893555 (19.80764539618241) | > loss_duration: 2.096342086791992 (2.1994997074729516) | > loss_1: 33.3035888671875 (33.04532302053351) | > grad_norm_1: tensor(131.4228, device='cuda:0') (tensor(113.5171, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3294 (0.3385101117585835) | > loader_time: 0.0028 (0.0030061194771214537)  --> TIME: 2024-06-10 20:02:00 -- STEP: 44/330 -- GLOBAL_STEP: 126325 | > loss_disc: 2.1383118629455566 (2.2519075328653515) | > loss_disc_real_0: 0.10937175154685974 (0.112333926118233) | > loss_disc_real_1: 0.21181344985961914 (0.19391272217035294) | > loss_disc_real_2: 0.16676443815231323 (0.2121587788516825) | > loss_disc_real_3: 0.20739227533340454 (0.22020944783633406) | > loss_disc_real_4: 0.21681025624275208 (0.21427350863814354) | > loss_disc_real_5: 0.22650033235549927 (0.21406478434801102) | > loss_0: 2.1383118629455566 (2.2519075328653515) | > grad_norm_0: tensor(7.4634, device='cuda:0') (tensor(11.9032, device='cuda:0')) | > loss_gen: 2.6755177974700928 (2.5792600783434776) | > loss_kl: 1.605869174003601 (1.5960770655762067) | > loss_feat: 7.955657005310059 (7.239618897438049) | > loss_mel: 19.9912109375 (19.925043496218596) | > loss_duration: 2.021083354949951 (2.127458626573736) | > loss_1: 34.24934005737305 (33.467458031394266) | > grad_norm_1: tensor(127.6286, device='cuda:0') (tensor(115.8621, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.355 (0.33954158154400915) | > loader_time: 0.0033 (0.0031673962419683285)  --> TIME: 2024-06-10 20:02:09 -- STEP: 69/330 -- GLOBAL_STEP: 126350 | > loss_disc: 2.2885489463806152 (2.2481567445008652) | > loss_disc_real_0: 0.14466413855552673 (0.11330396520054858) | > loss_disc_real_1: 0.2208510786294937 (0.19757683316002722) | > loss_disc_real_2: 0.217116117477417 (0.2130403421495272) | > loss_disc_real_3: 0.22954364120960236 (0.2186128892328428) | > loss_disc_real_4: 0.22526927292346954 (0.21260643199734067) | > loss_disc_real_5: 0.21051202714443207 (0.21093279727991074) | > loss_0: 2.2885489463806152 (2.2481567445008652) | > grad_norm_0: tensor(9.9155, device='cuda:0') (tensor(11.2885, device='cuda:0')) | > loss_gen: 2.7524428367614746 (2.5886714182038237) | > loss_kl: 1.6797282695770264 (1.6044474062712297) | > loss_feat: 7.587589263916016 (7.266093088232952) | > loss_mel: 19.24001121520996 (19.948465485503707) | > loss_duration: 2.0019121170043945 (2.1031377522841748) | > loss_1: 33.26168441772461 (33.51081524724547) | > grad_norm_1: tensor(134.3896, device='cuda:0') (tensor(118.7120, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3446 (0.34215372196142224) | > loader_time: 0.0033 (0.0032880064369975657)  --> TIME: 2024-06-10 20:02:18 -- STEP: 94/330 -- GLOBAL_STEP: 126375 | > loss_disc: 2.2087905406951904 (2.255332571394901) | > loss_disc_real_0: 0.13228070735931396 (0.11389852243852108) | > loss_disc_real_1: 0.2078062742948532 (0.19902158274929574) | > loss_disc_real_2: 0.21288496255874634 (0.21373753804475706) | > loss_disc_real_3: 0.2331831455230713 (0.2211918198364846) | > loss_disc_real_4: 0.18703165650367737 (0.2125742216693594) | > loss_disc_real_5: 0.20213069021701813 (0.2093465987672197) | > loss_0: 2.2087905406951904 (2.255332571394901) | > grad_norm_0: tensor(11.4646, device='cuda:0') (tensor(11.5316, device='cuda:0')) | > loss_gen: 2.727405548095703 (2.5938038699170374) | > loss_kl: 1.5398463010787964 (1.602735811091484) | > loss_feat: 7.306950569152832 (7.306465037325595) | > loss_mel: 20.127836227416992 (19.94039454358689) | > loss_duration: 2.094295024871826 (2.092552594682004) | > loss_1: 33.79633331298828 (33.535951796998376) | > grad_norm_1: tensor(132.0962, device='cuda:0') (tensor(124.4039, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3498 (0.34334774220243397) | > loader_time: 0.0044 (0.003382713236707322)  --> TIME: 2024-06-10 20:02:27 -- STEP: 119/330 -- GLOBAL_STEP: 126400 | > loss_disc: 2.3218579292297363 (2.261687599310355) | > loss_disc_real_0: 0.11462777853012085 (0.11637699591512439) | > loss_disc_real_1: 0.2084273397922516 (0.19968933292797633) | > loss_disc_real_2: 0.2514900863170624 (0.21519725312705804) | > loss_disc_real_3: 0.28623679280281067 (0.22174357128243483) | > loss_disc_real_4: 0.25674664974212646 (0.21206049082659872) | > loss_disc_real_5: 0.2433086335659027 (0.20922986774885355) | > loss_0: 2.3218579292297363 (2.261687599310355) | > grad_norm_0: tensor(9.4558, device='cuda:0') (tensor(11.3324, device='cuda:0')) | > loss_gen: 2.7628448009490967 (2.601170926534828) | > loss_kl: 1.5159838199615479 (1.6017963705944414) | > loss_feat: 7.06010627746582 (7.356715146233054) | > loss_mel: 19.916805267333984 (19.987608933649142) | > loss_duration: 2.055069923400879 (2.088915094608018) | > loss_1: 33.31081008911133 (33.63620639448408) | > grad_norm_1: tensor(173.5061, device='cuda:0') (tensor(129.9285, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3651 (0.345673721377589) | > loader_time: 0.0042 (0.003506155575022978)  --> TIME: 2024-06-10 20:02:36 -- STEP: 144/330 -- GLOBAL_STEP: 126425 | > loss_disc: 2.3040273189544678 (2.268778852290578) | > loss_disc_real_0: 0.093265600502491 (0.11602915042183465) | > loss_disc_real_1: 0.17150737345218658 (0.2006826599438985) | > loss_disc_real_2: 0.22939904034137726 (0.21467604767531162) | > loss_disc_real_3: 0.25151321291923523 (0.22141650536408028) | > loss_disc_real_4: 0.2783207297325134 (0.21357593447383905) | > loss_disc_real_5: 0.2682330012321472 (0.21027435207118592) | > loss_0: 2.3040273189544678 (2.268778852290578) | > grad_norm_0: tensor(9.3539, device='cuda:0') (tensor(11.3387, device='cuda:0')) | > loss_gen: 2.771411180496216 (2.5903649379809695) | > loss_kl: 1.598102331161499 (1.597088689605395) | > loss_feat: 7.549644947052002 (7.325143082274331) | > loss_mel: 19.342529296875 (19.94899829228719) | > loss_duration: 2.0535616874694824 (2.0904324460360733) | > loss_1: 33.315250396728516 (33.552027357949164) | > grad_norm_1: tensor(102.0484, device='cuda:0') (tensor(131.0045, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3701 (0.34801613291104627) | > loader_time: 0.0041 (0.00362960331969791)  --> TIME: 2024-06-10 20:02:46 -- STEP: 169/330 -- GLOBAL_STEP: 126450 | > loss_disc: 2.348358154296875 (2.275386144423625) | > loss_disc_real_0: 0.1137421578168869 (0.1169079929237535) | > loss_disc_real_1: 0.22529488801956177 (0.2013397708799712) | > loss_disc_real_2: 0.22846844792366028 (0.21521127338592827) | > loss_disc_real_3: 0.22542914748191833 (0.22211183466502196) | > loss_disc_real_4: 0.21618162095546722 (0.21463903255716582) | > loss_disc_real_5: 0.22038070857524872 (0.21112947977153507) | > loss_0: 2.348358154296875 (2.275386144423625) | > grad_norm_0: tensor(12.4375, device='cuda:0') (tensor(11.6390, device='cuda:0')) | > loss_gen: 2.5113227367401123 (2.589144691207705) | > loss_kl: 1.5703125 (1.6024344842109455) | > loss_feat: 7.240057945251465 (7.325272021208995) | > loss_mel: 19.747024536132812 (19.92496641712076) | > loss_duration: 2.1133151054382324 (2.092980121719765) | > loss_1: 33.18203353881836 (33.53479762331268) | > grad_norm_1: tensor(322.1258, device='cuda:0') (tensor(131.2612, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3807 (0.3527187482845148) | > loader_time: 0.0039 (0.00372561759497287)  --> TIME: 2024-06-10 20:02:56 -- STEP: 194/330 -- GLOBAL_STEP: 126475 | > loss_disc: 2.3305933475494385 (2.269150172312236) | > loss_disc_real_0: 0.11044633388519287 (0.1164199868121098) | > loss_disc_real_1: 0.20828144252300262 (0.20065848375718617) | > loss_disc_real_2: 0.23621982336044312 (0.21493829479537063) | > loss_disc_real_3: 0.25445398688316345 (0.2223448797138696) | > loss_disc_real_4: 0.22507034242153168 (0.213901764722829) | > loss_disc_real_5: 0.24263735115528107 (0.21012426720759303) | > loss_0: 2.3305933475494385 (2.269150172312236) | > grad_norm_0: tensor(15.0653, device='cuda:0') (tensor(12.5028, device='cuda:0')) | > loss_gen: 2.656992197036743 (2.594213892504112) | > loss_kl: 1.501741886138916 (1.6005130545380188) | > loss_feat: 7.002584457397461 (7.347246329808972) | > loss_mel: 19.70640754699707 (19.895834814641905) | > loss_duration: 2.106839179992676 (2.097644292816672) | > loss_1: 32.97456359863281 (33.53545224297905) | > grad_norm_1: tensor(184.7632, device='cuda:0') (tensor(143.9182, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3874 (0.35634301863994794) | > loader_time: 0.0045 (0.0038384211432073534)  --> TIME: 2024-06-10 20:03:06 -- STEP: 219/330 -- GLOBAL_STEP: 126500 | > loss_disc: 2.098942995071411 (2.2657933474675707) | > loss_disc_real_0: 0.0896490067243576 (0.11638614008007529) | > loss_disc_real_1: 0.19049984216690063 (0.20043418716350103) | > loss_disc_real_2: 0.21510331332683563 (0.21475421150797583) | > loss_disc_real_3: 0.22182965278625488 (0.22215114942152206) | > loss_disc_real_4: 0.20146317780017853 (0.21314421949321277) | > loss_disc_real_5: 0.1713559925556183 (0.20955178760774604) | > loss_0: 2.098942995071411 (2.2657933474675707) | > grad_norm_0: tensor(8.5017, device='cuda:0') (tensor(13.0220, device='cuda:0')) | > loss_gen: 2.741135597229004 (2.5989969767391954) | > loss_kl: 1.6908632516860962 (1.6089321129942593) | > loss_feat: 8.699177742004395 (7.38949758059358) | > loss_mel: 20.705652236938477 (19.88033099588195) | > loss_duration: 2.161339282989502 (2.103256190204184) | > loss_1: 35.9981689453125 (33.58101373611519) | > grad_norm_1: tensor(156.1903, device='cuda:0') (tensor(158.4605, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.3892 (0.3604237358319705) | > loader_time: 0.0047 (0.003980979527512642) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_126500.pth  --> TIME: 2024-06-10 20:03:21 -- STEP: 244/330 -- GLOBAL_STEP: 126525 | > loss_disc: 2.1154732704162598 (2.2643336184689256) | > loss_disc_real_0: 0.06979042291641235 (0.11682228893652315) | > loss_disc_real_1: 0.17336319386959076 (0.20025086879241663) | > loss_disc_real_2: 0.22545577585697174 (0.2149988513623105) | > loss_disc_real_3: 0.22370320558547974 (0.22189543567231443) | > loss_disc_real_4: 0.1891748160123825 (0.2143021467767778) | > loss_disc_real_5: 0.17161676287651062 (0.20881089794098354) | > loss_0: 2.1154732704162598 (2.2643336184689256) | > grad_norm_0: tensor(11.3918, device='cuda:0') (tensor(14.9493, device='cuda:0')) | > loss_gen: 2.842658042907715 (2.604630238697177) | > loss_kl: 1.6746010780334473 (1.6120719391791547) | > loss_feat: 8.958909034729004 (7.40251675785565) | > loss_mel: 20.4697322845459 (19.859533145779476) | > loss_duration: 2.093698024749756 (2.110177806654913) | > loss_1: 36.03959655761719 (33.588929770422766) | > grad_norm_1: tensor(281.3323, device='cuda:0') (tensor(176.1456, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.4351 (0.3670128583908081) | > loader_time: 0.0061 (0.004163910130985446)  --> TIME: 2024-06-10 20:03:32 -- STEP: 269/330 -- GLOBAL_STEP: 126550 | > loss_disc: 2.2954535484313965 (2.259673553771689) | > loss_disc_real_0: 0.0747404471039772 (0.1158863363102023) | > loss_disc_real_1: 0.22940950095653534 (0.20050952857754933) | > loss_disc_real_2: 0.23012937605381012 (0.21471214388604504) | > loss_disc_real_3: 0.23683485388755798 (0.22154260135937803) | > loss_disc_real_4: 0.25029051303863525 (0.21389238647147182) | > loss_disc_real_5: 0.21122577786445618 (0.20843823032529826) | > loss_0: 2.2954535484313965 (2.259673553771689) | > grad_norm_0: tensor(35.8818, device='cuda:0') (tensor(16.2244, device='cuda:0')) | > loss_gen: 2.6201882362365723 (2.6149141052841696) | > loss_kl: 1.70835280418396 (1.6204306148685044) | > loss_feat: 6.938660144805908 (7.438580337510234) | > loss_mel: 19.152713775634766 (19.83754895433618) | > loss_duration: 2.208956480026245 (2.116705573181236) | > loss_1: 32.62887191772461 (33.62817952889935) | > grad_norm_1: tensor(363.5068, device='cuda:0') (tensor(188.2529, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.4499 (0.3732214594419118) | > loader_time: 0.0066 (0.004317214497846299)  --> TIME: 2024-06-10 20:03:44 -- STEP: 294/330 -- GLOBAL_STEP: 126575 | > loss_disc: 2.2682652473449707 (2.259666928628675) | > loss_disc_real_0: 0.0895581915974617 (0.11578130402735301) | > loss_disc_real_1: 0.1737891584634781 (0.20056618015174157) | > loss_disc_real_2: 0.19734562933444977 (0.21466328330388684) | > loss_disc_real_3: 0.18700160086154938 (0.22138481110739874) | > loss_disc_real_4: 0.1845632642507553 (0.21414177596163583) | > loss_disc_real_5: 0.22339333593845367 (0.2087997185940646) | > loss_0: 2.2682652473449707 (2.259666928628675) | > grad_norm_0: tensor(31.4310, device='cuda:0') (tensor(17.0301, device='cuda:0')) | > loss_gen: 2.7947962284088135 (2.6158017082279237) | > loss_kl: 1.7012410163879395 (1.626793472134337) | > loss_feat: 7.4088521003723145 (7.426033936390261) | > loss_mel: 19.65201187133789 (19.773061363064517) | > loss_duration: 2.255444049835205 (2.1253392895062744) | > loss_1: 33.81234359741211 (33.567029725937616) | > grad_norm_1: tensor(224.9995, device='cuda:0') (tensor(200.6643, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.4537 (0.38034868970209257) | > loader_time: 0.007 (0.0045025364882281035)  --> TIME: 2024-06-10 20:03:57 -- STEP: 319/330 -- GLOBAL_STEP: 126600 | > loss_disc: 2.2685205936431885 (2.2627695563444905) | > loss_disc_real_0: 0.13340216875076294 (0.11771861197526179) | > loss_disc_real_1: 0.16114549338817596 (0.20082263629825148) | > loss_disc_real_2: 0.2096308469772339 (0.21464710087051211) | > loss_disc_real_3: 0.22007617354393005 (0.2213205588181565) | > loss_disc_real_4: 0.2032855898141861 (0.2140678464432121) | > loss_disc_real_5: 0.2048446238040924 (0.2086528542927441) | > loss_0: 2.2685205936431885 (2.2627695563444905) | > grad_norm_0: tensor(40.6344, device='cuda:0') (tensor(17.8424, device='cuda:0')) | > loss_gen: 2.5285751819610596 (2.6120194222859827) | > loss_kl: 1.7157951593399048 (1.628737476925865) | > loss_feat: 7.742910861968994 (7.447020639820159) | > loss_mel: 18.636455535888672 (19.73192904361737) | > loss_duration: 2.3088412284851074 (2.137899861066691) | > loss_1: 32.932579040527344 (33.557606466885275) | > grad_norm_1: tensor(407.0343, device='cuda:0') (tensor(212.4539, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.5485 (0.3901464916695623) | > loader_time: 0.0086 (0.004735394331355081)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.489457130432129 (2.489457130432129) | > loss_disc_real_0: 0.15578314661979675 (0.15578314661979675) | > loss_disc_real_1: 0.21671459078788757 (0.21671459078788757) | > loss_disc_real_2: 0.1894737035036087 (0.1894737035036087) | > loss_disc_real_3: 0.29690709710121155 (0.29690709710121155) | > loss_disc_real_4: 0.2711583971977234 (0.2711583971977234) | > loss_disc_real_5: 0.28633105754852295 (0.28633105754852295) | > loss_0: 2.489457130432129 (2.489457130432129) | > loss_gen: 2.309300184249878 (2.309300184249878) | > loss_kl: 1.1712563037872314 (1.1712563037872314) | > loss_feat: 4.7243428230285645 (4.7243428230285645) | > loss_mel: 16.45725440979004 (16.45725440979004) | > loss_duration: 2.86912202835083 (2.86912202835083) | > loss_1: 27.531274795532227 (27.531274795532227)  --> STEP: 1 | > loss_disc: 2.5576863288879395 (2.5576863288879395) | > loss_disc_real_0: 0.10119818150997162 (0.10119818150997162) | > loss_disc_real_1: 0.22128073871135712 (0.22128073871135712) | > loss_disc_real_2: 0.15858964622020721 (0.15858964622020721) | > loss_disc_real_3: 0.2754965126514435 (0.2754965126514435) | > loss_disc_real_4: 0.29563403129577637 (0.29563403129577637) | > loss_disc_real_5: 0.34578031301498413 (0.34578031301498413) | > loss_0: 2.5576863288879395 (2.5576863288879395) | > loss_gen: 2.235081672668457 (2.235081672668457) | > loss_kl: 1.7532614469528198 (1.7532614469528198) | > loss_feat: 6.116683483123779 (6.116683483123779) | > loss_mel: 20.01185417175293 (20.01185417175293) | > loss_duration: 2.3239998817443848 (2.3239998817443848) | > loss_1: 32.44088363647461 (32.44088363647461)  --> STEP: 2 | > loss_disc: 2.7922468185424805 (2.67496657371521) | > loss_disc_real_0: 0.11711042374372482 (0.10915430262684822) | > loss_disc_real_1: 0.2795335352420807 (0.2504071369767189) | > loss_disc_real_2: 0.28896477818489075 (0.22377721220254898) | > loss_disc_real_3: 0.34080827236175537 (0.3081523925065994) | > loss_disc_real_4: 0.36172938346862793 (0.32868170738220215) | > loss_disc_real_5: 0.3906521201133728 (0.36821621656417847) | > loss_0: 2.7922468185424805 (2.67496657371521) | > loss_gen: 2.5520312786102295 (2.3935564756393433) | > loss_kl: 2.898362874984741 (2.3258121609687805) | > loss_feat: 5.875179290771484 (5.995931386947632) | > loss_mel: 20.763702392578125 (20.387778282165527) | > loss_duration: 2.335108757019043 (2.329554319381714) | > loss_1: 34.42438507080078 (33.432634353637695)  --> STEP: 3 | > loss_disc: 2.4754281044006348 (2.6084537506103516) | > loss_disc_real_0: 0.18911191821098328 (0.13580684115489325) | > loss_disc_real_1: 0.1925331950187683 (0.23111582299073538) | > loss_disc_real_2: 0.19316677749156952 (0.21357373396555582) | > loss_disc_real_3: 0.2625916302204132 (0.29296547174453735) | > loss_disc_real_4: 0.2758970558643341 (0.3110868235429128) | > loss_disc_real_5: 0.30536800622940063 (0.3472668131192525) | > loss_0: 2.4754281044006348 (2.6084537506103516) | > loss_gen: 2.5621066093444824 (2.449739853541056) | > loss_kl: 2.3890230655670166 (2.346882462501526) | > loss_feat: 6.6020917892456055 (6.19798485438029) | > loss_mel: 20.6320743560791 (20.469210306803387) | > loss_duration: 2.243469715118408 (2.3008594512939453) | > loss_1: 34.42876434326172 (33.76467768351237)  --> STEP: 4 | > loss_disc: 2.1221272945404053 (2.486872136592865) | > loss_disc_real_0: 0.0851697325706482 (0.12314756400883198) | > loss_disc_real_1: 0.17772039771080017 (0.21776696667075157) | > loss_disc_real_2: 0.12964634597301483 (0.19259188696742058) | > loss_disc_real_3: 0.2089686542749405 (0.27196626737713814) | > loss_disc_real_4: 0.15556864440441132 (0.27220727875828743) | > loss_disc_real_5: 0.202767476439476 (0.3111419789493084) | > loss_0: 2.1221272945404053 (2.486872136592865) | > loss_gen: 2.2684812545776367 (2.4044252038002014) | > loss_kl: 2.951193332672119 (2.497960180044174) | > loss_feat: 7.601590156555176 (6.548886179924011) | > loss_mel: 21.040388107299805 (20.61200475692749) | > loss_duration: 2.2298383712768555 (2.283104181289673) | > loss_1: 36.09149169921875 (34.346381187438965)  --> STEP: 5 | > loss_disc: 2.145273447036743 (2.4185523986816406) | > loss_disc_real_0: 0.10446397960186005 (0.11941084712743759) | > loss_disc_real_1: 0.25147539377212524 (0.2245086520910263) | > loss_disc_real_2: 0.1844778060913086 (0.1909690707921982) | > loss_disc_real_3: 0.2283429205417633 (0.2632415980100632) | > loss_disc_real_4: 0.1403253972530365 (0.24583090245723724) | > loss_disc_real_5: 0.20966048538684845 (0.2908456802368164) | > loss_0: 2.145273447036743 (2.4185523986816406) | > loss_gen: 2.5504894256591797 (2.4336380481719972) | > loss_kl: 1.6046303510665894 (2.3192942142486572) | > loss_feat: 7.497188568115234 (6.738546657562256) | > loss_mel: 19.781429290771484 (20.44588966369629) | > loss_duration: 2.4075236320495605 (2.3079880714416503) | > loss_1: 33.84125900268555 (34.245356750488284)  --> STEP: 6 | > loss_disc: 2.0993547439575195 (2.3653527895609536) | > loss_disc_real_0: 0.06940357387065887 (0.11107630158464114) | > loss_disc_real_1: 0.19746999442577362 (0.22000220914681753) | > loss_disc_real_2: 0.2583010494709015 (0.20219106723864874) | > loss_disc_real_3: 0.30859485268592834 (0.27080047378937405) | > loss_disc_real_4: 0.20421873033046722 (0.23889554043610892) | > loss_disc_real_5: 0.22550813853740692 (0.2799560899535815) | > loss_0: 2.0993547439575195 (2.3653527895609536) | > loss_gen: 3.0635578632354736 (2.5386246840159097) | > loss_kl: 2.526512861251831 (2.353830655415853) | > loss_feat: 7.26381778717041 (6.826091845830281) | > loss_mel: 22.47074317932129 (20.78336524963379) | > loss_duration: 2.1055784225463867 (2.2742531299591064) | > loss_1: 37.43021011352539 (34.7761656443278)  --> STEP: 7 | > loss_disc: 1.9049499034881592 (2.2995809486934116) | > loss_disc_real_0: 0.10282424092292786 (0.10989743577582496) | > loss_disc_real_1: 0.2097490280866623 (0.21853746899536677) | > loss_disc_real_2: 0.18436318635940552 (0.19964422711304255) | > loss_disc_real_3: 0.16623128950595856 (0.25586201889174326) | > loss_disc_real_4: 0.1903352290391922 (0.23195835309369223) | > loss_disc_real_5: 0.17031797766685486 (0.2642935024840491) | > loss_0: 1.9049499034881592 (2.2995809486934116) | > loss_gen: 2.9503424167633057 (2.5974415029798235) | > loss_kl: 2.5909948348999023 (2.3877112524850026) | > loss_feat: 8.934191703796387 (7.127248968396868) | > loss_mel: 22.330415725708008 (21.004372460501536) | > loss_duration: 2.4378085136413574 (2.2976181847708568) | > loss_1: 39.24375534057617 (35.41439274379185)  --> STEP: 8 | > loss_disc: 2.3057844638824463 (2.300356388092041) | > loss_disc_real_0: 0.12165780365467072 (0.11136748176068068) | > loss_disc_real_1: 0.18106591701507568 (0.2138535249978304) | > loss_disc_real_2: 0.20114091038703918 (0.19983131252229214) | > loss_disc_real_3: 0.21246369183063507 (0.25043722800910473) | > loss_disc_real_4: 0.18517976999282837 (0.22611103020608425) | > loss_disc_real_5: 0.22367644309997559 (0.2592163700610399) | > loss_0: 2.3057844638824463 (2.300356388092041) | > loss_gen: 2.4757585525512695 (2.5822311341762543) | > loss_kl: 2.2604141235351562 (2.371799111366272) | > loss_feat: 9.128593444824219 (7.377417027950287) | > loss_mel: 20.63992691040039 (20.95881676673889) | > loss_duration: 2.2224249839782715 (2.2882190346717834) | > loss_1: 36.727115631103516 (35.57848310470581)  --> STEP: 9 | > loss_disc: 2.47943115234375 (2.3202535841200085) | > loss_disc_real_0: 0.11106912791728973 (0.11133433133363724) | > loss_disc_real_1: 0.23170673847198486 (0.21583721538384756) | > loss_disc_real_2: 0.24180328845977783 (0.204494865404235) | > loss_disc_real_3: 0.26035386323928833 (0.25153907636801404) | > loss_disc_real_4: 0.2642925977706909 (0.23035342660215166) | > loss_disc_real_5: 0.30605536699295044 (0.2644207030534744) | > loss_0: 2.47943115234375 (2.3202535841200085) | > loss_gen: 2.5767605304718018 (2.581623289320204) | > loss_kl: 2.436972141265869 (2.379040559132894) | > loss_feat: 7.038315773010254 (7.339739110734728) | > loss_mel: 20.026519775390625 (20.855228212144638) | > loss_duration: 2.1301887035369873 (2.2706601089901395) | > loss_1: 34.20875549316406 (35.426291147867836)  --> STEP: 10 | > loss_disc: 2.2285871505737305 (2.3110869407653807) | > loss_disc_real_0: 0.07109104096889496 (0.107310002297163) | > loss_disc_real_1: 0.27667081356048584 (0.22192057520151137) | > loss_disc_real_2: 0.1955549269914627 (0.20360087156295775) | > loss_disc_real_3: 0.2201010286808014 (0.24839527159929276) | > loss_disc_real_4: 0.22160790860652924 (0.2294788748025894) | > loss_disc_real_5: 0.22996650636196136 (0.26097528338432313) | > loss_0: 2.2285871505737305 (2.3110869407653807) | > loss_gen: 2.521085739135742 (2.5755695343017577) | > loss_kl: 2.12837290763855 (2.3539737939834593) | > loss_feat: 6.666648864746094 (7.272430086135865) | > loss_mel: 19.6787109375 (20.737576484680176) | > loss_duration: 2.2875967025756836 (2.272353768348694) | > loss_1: 33.282413482666016 (35.21190338134765)  --> STEP: 11 | > loss_disc: 2.1230664253234863 (2.2939941666342993) | > loss_disc_real_0: 0.1372288316488266 (0.11002989587458697) | > loss_disc_real_1: 0.2662736177444458 (0.22595266997814178) | > loss_disc_real_2: 0.26528483629226685 (0.2092085047201677) | > loss_disc_real_3: 0.17815327644348145 (0.24200963567603717) | > loss_disc_real_4: 0.18279868364334106 (0.22523522106083957) | > loss_disc_real_5: 0.23177480697631836 (0.25832069461995905) | > loss_0: 2.1230664253234863 (2.2939941666342993) | > loss_gen: 3.052656412124634 (2.618941068649292) | > loss_kl: 2.2153971195220947 (2.3413759144869717) | > loss_feat: 8.685896873474121 (7.4009270668029785) | > loss_mel: 18.952777862548828 (20.575322064486418) | > loss_duration: 2.394141912460327 (2.2834254178133877) | > loss_1: 35.300872802734375 (35.21999151056463)  --> STEP: 12 | > loss_disc: 2.148175001144409 (2.281842569510142) | > loss_disc_real_0: 0.07453055679798126 (0.10707161761820316) | > loss_disc_real_1: 0.19589801132678986 (0.22344811509052911) | > loss_disc_real_2: 0.14697782695293427 (0.20402261490623155) | > loss_disc_real_3: 0.267067015171051 (0.244097750633955) | > loss_disc_real_4: 0.22618453204631805 (0.22531433030962944) | > loss_disc_real_5: 0.25512972474098206 (0.25805478046337765) | > loss_0: 2.148175001144409 (2.281842569510142) | > loss_gen: 2.6842637062072754 (2.624384621779124) | > loss_kl: 2.1585805416107178 (2.326142966747284) | > loss_feat: 8.428443908691406 (7.486553470293681) | > loss_mel: 21.30915069580078 (20.63647445042928) | > loss_duration: 2.1975440979003906 (2.276268641153971) | > loss_1: 36.777984619140625 (35.34982426961263)  --> STEP: 13 | > loss_disc: 2.5653369426727295 (2.303649828984187) | > loss_disc_real_0: 0.1170329600572586 (0.10783787472889973) | > loss_disc_real_1: 0.22540926933288574 (0.22359897310917193) | > loss_disc_real_2: 0.15525667369365692 (0.20027138865911043) | > loss_disc_real_3: 0.2855335474014282 (0.24728511961606833) | > loss_disc_real_4: 0.2918461561203003 (0.23043216306429642) | > loss_disc_real_5: 0.29768499732017517 (0.2611032586831313) | > loss_0: 2.5653369426727295 (2.303649828984187) | > loss_gen: 2.254509687423706 (2.5959327037517843) | > loss_kl: 2.343193769454956 (2.3274545669555664) | > loss_feat: 4.13031005859375 (7.228380900162917) | > loss_mel: 16.404111862182617 (20.31090809748723) | > loss_duration: 2.120168447494507 (2.264260933949397) | > loss_1: 27.252294540405273 (34.72693736736591)  --> STEP: 14 | > loss_disc: 2.1762912273406982 (2.2945527860096524) | > loss_disc_real_0: 0.13058504462242126 (0.10946267257843699) | > loss_disc_real_1: 0.208109512925148 (0.22249258309602737) | > loss_disc_real_2: 0.1578271985054016 (0.19723966079098837) | > loss_disc_real_3: 0.22379904985427856 (0.24560754320451192) | > loss_disc_real_4: 0.1981046050786972 (0.22812305177961076) | > loss_disc_real_5: 0.2655252516269684 (0.2614191153219768) | > loss_0: 2.1762912273406982 (2.2945527860096524) | > loss_gen: 2.697075128555298 (2.603157162666321) | > loss_kl: 2.077740430831909 (2.3096178429467336) | > loss_feat: 8.002991676330566 (7.283710241317749) | > loss_mel: 20.99697494506836 (20.359912872314453) | > loss_duration: 2.4025840759277344 (2.274141158376421) | > loss_1: 36.1773681640625 (34.830539567129954)  --> STEP: 15 | > loss_disc: 2.4712181091308594 (2.3063304742177326) | > loss_disc_real_0: 0.09958876669406891 (0.10880441218614578) | > loss_disc_real_1: 0.20649342238903046 (0.22142597238222758) | > loss_disc_real_2: 0.21484971046447754 (0.19841366410255432) | > loss_disc_real_3: 0.2774730324745178 (0.24773190915584564) | > loss_disc_real_4: 0.23211194574832916 (0.228388978044192) | > loss_disc_real_5: 0.3695923388004303 (0.2686306635538737) | > loss_0: 2.4712181091308594 (2.3063304742177326) | > loss_gen: 2.4218413829803467 (2.5910694440205893) | > loss_kl: 2.2923834323883057 (2.3084688822428387) | > loss_feat: 6.819213390350342 (7.252743784586588) | > loss_mel: 19.43402099609375 (20.29818674723307) | > loss_duration: 2.2528069019317627 (2.272718874613444) | > loss_1: 33.22026443481445 (34.723187891642254)  --> STEP: 16 | > loss_disc: 2.0771713256835938 (2.292008027434349) | > loss_disc_real_0: 0.13360187411308289 (0.11035425355657935) | > loss_disc_real_1: 0.24282997846603394 (0.22276372276246548) | > loss_disc_real_2: 0.22489234805107117 (0.20006858184933662) | > loss_disc_real_3: 0.25248464941978455 (0.24802895542234182) | > loss_disc_real_4: 0.17833389341831207 (0.2252605352550745) | > loss_disc_real_5: 0.1910998523235321 (0.26378498785197735) | > loss_0: 2.0771713256835938 (2.292008027434349) | > loss_gen: 2.7234411239624023 (2.5993426740169525) | > loss_kl: 1.7703412771224976 (2.2748359069228172) | > loss_feat: 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34.31889343261719 (34.69658245759852)  --> STEP: 18 | > loss_disc: 2.002976655960083 (2.2910686333974204) | > loss_disc_real_0: 0.13176190853118896 (0.11226570399271117) | > loss_disc_real_1: 0.17961300909519196 (0.22299152033196556) | > loss_disc_real_2: 0.21033106744289398 (0.2030370607972145) | > loss_disc_real_3: 0.27084028720855713 (0.24867209957705605) | > loss_disc_real_4: 0.13852208852767944 (0.22189387347963122) | > loss_disc_real_5: 0.15864922106266022 (0.26388232823875213) | > loss_0: 2.002976655960083 (2.2910686333974204) | > loss_gen: 2.9386439323425293 (2.6083714034822254) | > loss_kl: 2.0796761512756348 (2.245867292086283) | > loss_feat: 11.589632987976074 (7.486924118465847) | > loss_mel: 21.412647247314453 (20.384153895907932) | > loss_duration: 2.232682704925537 (2.279971122741699) | > loss_1: 40.25328063964844 (35.005287912156845)  --> STEP: 19 | > loss_disc: 2.454561710357666 (2.2996735321848014) | > loss_disc_real_0: 0.11168583482503891 (0.11223518456283368) | > loss_disc_real_1: 0.26052194833755493 (0.22496680601647026) | > loss_disc_real_2: 0.12081278860569 (0.19870946752397636) | > loss_disc_real_3: 0.19938816130161285 (0.24607820808887482) | > loss_disc_real_4: 0.19061428308486938 (0.22024757924832797) | > loss_disc_real_5: 0.218362495303154 (0.2614865475579312) | > loss_0: 2.454561710357666 (2.2996735321848014) | > loss_gen: 2.1262242794036865 (2.582995239057039) | > loss_kl: 1.6252758502960205 (2.213204584623638) | > loss_feat: 8.528237342834473 (7.541730077643144) | > loss_mel: 19.471403121948242 (20.336114381489) | > loss_duration: 2.3032546043395996 (2.2811965691415885) | > loss_1: 34.05439376831055 (34.95524085195441)  --> STEP: 20 | > loss_disc: 2.5717172622680664 (2.3132757186889648) | > loss_disc_real_0: 0.106660395860672 (0.1119564451277256) | > loss_disc_real_1: 0.20595696568489075 (0.22401631399989128) | > loss_disc_real_2: 0.30414730310440063 (0.2039813593029976) | > loss_disc_real_3: 0.2814830243587494 (0.24784844890236854) | > loss_disc_real_4: 0.24227455258369446 (0.22134892791509628) | > loss_disc_real_5: 0.2997722327709198 (0.26340083181858065) | > loss_0: 2.5717172622680664 (2.3132757186889648) | > loss_gen: 2.4911980628967285 (2.5784053802490234) | > loss_kl: 1.7061655521392822 (2.1878526329994203) | > loss_feat: 6.8714728355407715 (7.508217215538025) | > loss_mel: 21.526165008544922 (20.395616912841795) | > loss_duration: 2.3324055671691895 (2.2837570190429686) | > loss_1: 34.927406311035156 (34.953849124908444)  --> STEP: 21 | > loss_disc: 2.0463645458221436 (2.3005656628381637) | > loss_disc_real_0: 0.05324658006429672 (0.10916073726756233) | > loss_disc_real_1: 0.2543765604496002 (0.225462040021306) | > loss_disc_real_2: 0.15064817667007446 (0.20144168393952505) | > loss_disc_real_3: 0.18478158116340637 (0.24484526472432272) | > loss_disc_real_4: 0.17412114143371582 (0.21909998570169723) | > loss_disc_real_5: 0.24616926908493042 (0.2625802812122163) | > loss_0: 2.0463645458221436 (2.3005656628381637) | > loss_gen: 2.692272424697876 (2.5838276204608737) | > loss_kl: 2.1890151500701904 (2.1879079909551713) | > loss_feat: 8.407888412475586 (7.55105870110648) | > loss_mel: 18.91843605041504 (20.32527496701195) | > loss_duration: 2.146071672439575 (2.2772005739666166) | > loss_1: 34.35368347167969 (34.92526980808803)  --> STEP: 22 | > loss_disc: 2.137934923171997 (2.2931733564897017) | > loss_disc_real_0: 0.10165061056613922 (0.10881936787204309) | > loss_disc_real_1: 0.23350417613983154 (0.22582759166305716) | > loss_disc_real_2: 0.18705829977989197 (0.20078789375045084) | > loss_disc_real_3: 0.20328788459300995 (0.24295629290017215) | > loss_disc_real_4: 0.16165730357170105 (0.2164889546957883) | > loss_disc_real_5: 0.21176521480083466 (0.2602705054662444) | > loss_0: 2.137934923171997 (2.2931733564897017) | > loss_gen: 2.517652988433838 (2.580819682641463) | > loss_kl: 2.003565788269043 (2.1795287999239834) | > loss_feat: 8.259840965270996 (7.583276076750322) | > 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loss_disc: 1.9955767393112183 (2.276435847083728) | > loss_disc_real_0: 0.06954384595155716 (0.10776304577787717) | > loss_disc_real_1: 0.15119938552379608 (0.22092809031407037) | > loss_disc_real_2: 0.14552071690559387 (0.20081046471993128) | > loss_disc_real_3: 0.19846507906913757 (0.24209883684913316) | > loss_disc_real_4: 0.20678715407848358 (0.2167464985201756) | > loss_disc_real_5: 0.22563554346561432 (0.25735169959565) | > loss_0: 1.9955767393112183 (2.276435847083728) | > loss_gen: 2.535111665725708 (2.5852769116560617) | > loss_kl: 1.8756905794143677 (2.1724873830874762) | > loss_feat: 8.62472915649414 (7.547766864299774) | > loss_mel: 19.90691566467285 (20.332681417465206) | > loss_duration: 2.408663749694824 (2.278875003258387) | > loss_1: 35.351112365722656 (34.91708747545878)  --> STEP: 25 | > loss_disc: 2.5134928226470947 (2.2859181261062624) | > loss_disc_real_0: 0.1292673945426941 (0.10862321972846985) | > loss_disc_real_1: 0.2593543231487274 (0.22246513962745668) | > loss_disc_real_2: 0.2744849622249603 (0.20375744462013246) | > loss_disc_real_3: 0.3081699013710022 (0.24474167943000794) | > loss_disc_real_4: 0.2408067286014557 (0.21770890772342683) | > loss_disc_real_5: 0.3263333737850189 (0.2601109665632248) | > loss_0: 2.5134928226470947 (2.2859181261062624) | > loss_gen: 2.7097761631011963 (2.5902568817138674) | > loss_kl: 2.0646164417266846 (2.1681725454330443) | > loss_feat: 6.706319808959961 (7.5141089820861815) | > loss_mel: 19.427724838256836 (20.29648315429687) | > loss_duration: 2.351069211959839 (2.2817627716064455) | > loss_1: 33.25950622558594 (34.85078422546387)  --> STEP: 26 | > loss_disc: 2.048072338104248 (2.2767702111831083) | > loss_disc_real_0: 0.13127689063549042 (0.10949451476335526) | > loss_disc_real_1: 0.1740354746580124 (0.22060246020555496) | > loss_disc_real_2: 0.10474643111228943 (0.19994932871598464) | > loss_disc_real_3: 0.17941315472126007 (0.24222904386428687) | > loss_disc_real_4: 0.22487249970436096 (0.21798443049192429) | > loss_disc_real_5: 0.16711334884166718 (0.25653413511239564) | > loss_0: 2.048072338104248 (2.2767702111831083) | > loss_gen: 2.4588429927825928 (2.5852025013703566) | > loss_kl: 2.097151279449463 (2.1654409582798295) | > loss_feat: 12.915781021118164 (7.721865598972027) | > loss_mel: 21.404531478881836 (20.339100397550133) | > loss_duration: 2.2950687408447266 (2.282274539654072) | > loss_1: 41.17137908935547 (35.093884027921234) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023730901571420524 (+3.263583550086385e-05) | > avg_loss_disc: 2.2767702111831083 (-0.04678124189376698) | > avg_loss_disc_real_0: 0.10949451476335526 (-0.007975310660325557) | > avg_loss_disc_real_1: 0.22060246020555496 (+0.03731590509414673) | > avg_loss_disc_real_2: 0.19994932871598464 (-0.022249156465897202) | > avg_loss_disc_real_3: 0.24222904386428687 (-0.08794602923668346) | > avg_loss_disc_real_4: 0.21798443049192429 (-0.04394268129880613) | > avg_loss_disc_real_5: 0.25653413511239564 (-0.011125274002552032) | > avg_loss_0: 2.2767702111831083 (-0.04678124189376698) | > avg_loss_gen: 2.5852025013703566 (-0.07709572865412806) | > avg_loss_kl: 2.1654409582798295 (+0.07214497602902847) | > avg_loss_feat: 7.721865598972027 (+0.3377198622776909) | > avg_loss_mel: 20.339100397550133 (+0.030507417825546668) | > avg_loss_duration: 2.282274539654072 (+0.0008408931585455193) | > avg_loss_1: 35.093884027921234 (+0.36411688877986137)  > EPOCH: 117/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:04:22)   --> TIME: 2024-06-10 20:04:27 -- STEP: 14/330 -- GLOBAL_STEP: 126625 | > loss_disc: 2.4002089500427246 (2.3212778908865794) | > loss_disc_real_0: 0.09464405477046967 (0.11499757532562528) | > loss_disc_real_1: 0.20087018609046936 (0.1890266878264291) | > loss_disc_real_2: 0.24574071168899536 (0.22411047028643744) | > loss_disc_real_3: 0.23091179132461548 (0.22705979219504765) | > loss_disc_real_4: 0.2020876258611679 (0.2184618381517274) | > loss_disc_real_5: 0.23300565779209137 (0.22959125999893462) | > loss_0: 2.4002089500427246 (2.3212778908865794) | > grad_norm_0: tensor(28.4108, device='cuda:0') (tensor(19.2036, device='cuda:0')) | > loss_gen: 2.3682897090911865 (2.5041206223624095) | > loss_kl: 1.63824462890625 (1.67146555015019) | > loss_feat: 6.848243236541748 (6.820751530783517) | > loss_mel: 19.770057678222656 (20.027953147888184) | > loss_duration: 2.1159491539001465 (2.2228896277291432) | > loss_1: 32.74078369140625 (33.24718066624233) | > grad_norm_1: tensor(130.3533, device='cuda:0') (tensor(114.7100, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3522 (0.348199691091265) | > loader_time: 0.0028 (0.003121818814958845)  --> TIME: 2024-06-10 20:04:36 -- STEP: 39/330 -- GLOBAL_STEP: 126650 | > loss_disc: 2.308075428009033 (2.303535803770408) | > loss_disc_real_0: 0.11290636658668518 (0.11627784218543614) | > loss_disc_real_1: 0.20631763339042664 (0.1957010783446141) | > loss_disc_real_2: 0.2170066088438034 (0.21572987085733658) | > loss_disc_real_3: 0.22341559827327728 (0.2242233898395147) | > loss_disc_real_4: 0.19327226281166077 (0.21790531965402457) | > loss_disc_real_5: 0.20924071967601776 (0.21843486909682935) | > loss_0: 2.308075428009033 (2.303535803770408) | > grad_norm_0: tensor(11.3198, device='cuda:0') (tensor(14.9204, device='cuda:0')) | > loss_gen: 2.524834632873535 (2.5377861108535376) | > loss_kl: 1.6511372327804565 (1.6389764883579352) | > loss_feat: 7.634476184844971 (7.104813722463755) | > loss_mel: 19.56995391845703 (20.16117932246281) | > loss_duration: 2.0992259979248047 (2.1373268702091317) | > loss_1: 33.47962951660156 (33.58008267329289) | > grad_norm_1: tensor(86.2571, device='cuda:0') (tensor(117.5668, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3541 (0.35027975302476144) | > loader_time: 0.0035 (0.0032678078382443157)  --> TIME: 2024-06-10 20:04:46 -- STEP: 64/330 -- GLOBAL_STEP: 126675 | > loss_disc: 2.309323310852051 (2.2867267429828653) | > loss_disc_real_0: 0.11168785393238068 (0.11291156033985317) | > loss_disc_real_1: 0.1652650386095047 (0.19728702027350664) | > loss_disc_real_2: 0.23171807825565338 (0.21624460723251104) | > loss_disc_real_3: 0.2146495133638382 (0.22292740317061543) | > loss_disc_real_4: 0.22220982611179352 (0.2143331568222493) | > loss_disc_real_5: 0.183807373046875 (0.21634390694089234) | > loss_0: 2.309323310852051 (2.2867267429828653) | > grad_norm_0: tensor(9.4109, device='cuda:0') (tensor(14.3179, device='cuda:0')) | > loss_gen: 2.531921148300171 (2.566373985260725) | > loss_kl: 1.6182271242141724 (1.6193750128149986) | > loss_feat: 7.493412494659424 (7.228053204715252) | > loss_mel: 19.89055061340332 (20.07826155424118) | > loss_duration: 2.0535545349121094 (2.1049401387572284) | > loss_1: 33.58766555786133 (33.59700393676758) | > grad_norm_1: tensor(135.4334, device='cuda:0') (tensor(158.7833, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3795 (0.3555000200867653) | > loader_time: 0.0033 (0.0034052208065986633)  --> TIME: 2024-06-10 20:04:55 -- STEP: 89/330 -- GLOBAL_STEP: 126700 | > loss_disc: 2.104264259338379 (2.2883458700072903) | > loss_disc_real_0: 0.12364128232002258 (0.11675006636742795) | > loss_disc_real_1: 0.14402829110622406 (0.19833660326646954) | > loss_disc_real_2: 0.17347665131092072 (0.21557178473874425) | > loss_disc_real_3: 0.22307638823986053 (0.22303035118606654) | > loss_disc_real_4: 0.19511032104492188 (0.2143686758668235) | > loss_disc_real_5: 0.1850152462720871 (0.2144325261705377) | > loss_0: 2.104264259338379 (2.2883458700072903) | > grad_norm_0: tensor(7.2120, device='cuda:0') (tensor(14.2678, device='cuda:0')) | > loss_gen: 2.7511837482452393 (2.571485771222062) | > loss_kl: 1.6584053039550781 (1.6254746552263752) | > loss_feat: 7.840628623962402 (7.266533519444841) | > loss_mel: 20.515045166015625 (20.046545307288003) | > loss_duration: 2.0809130668640137 (2.0925593764594423) | > loss_1: 34.84617614746094 (33.602598618925285) | > grad_norm_1: tensor(170.0746, device='cuda:0') (tensor(154.5303, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3614 (0.35697941565781505) | > loader_time: 0.0037 (0.0034671820951311778)  --> TIME: 2024-06-10 20:05:04 -- STEP: 114/330 -- GLOBAL_STEP: 126725 | > loss_disc: 2.2520480155944824 (2.2814795406241175) | > loss_disc_real_0: 0.13982826471328735 (0.11569782705944881) | > loss_disc_real_1: 0.21957862377166748 (0.1993275908263106) | > loss_disc_real_2: 0.21703855693340302 (0.2174290210792893) | > loss_disc_real_3: 0.21463771164417267 (0.222625110625175) | > loss_disc_real_4: 0.21278856694698334 (0.2128301319061664) | > loss_disc_real_5: 0.19375072419643402 (0.21282754380974853) | > loss_0: 2.2520480155944824 (2.2814795406241175) | > grad_norm_0: tensor(25.4672, device='cuda:0') (tensor(14.7731, device='cuda:0')) | > loss_gen: 2.6938257217407227 (2.5927382644854102) | > loss_kl: 1.6480833292007446 (1.6422504824504518) | > loss_feat: 7.572916030883789 (7.334998097336083) | > loss_mel: 20.36263656616211 (20.050699936716182) | > loss_duration: 2.05635666847229 (2.088633529972612) | > loss_1: 34.33382034301758 (33.709320352788566) | > grad_norm_1: tensor(252.5610, device='cuda:0') (tensor(171.3965, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3484 (0.35612392425537115) | > loader_time: 0.0038 (0.003565685790881776)  --> TIME: 2024-06-10 20:05:13 -- STEP: 139/330 -- GLOBAL_STEP: 126750 | > loss_disc: 2.2809529304504395 (2.279454171228753) | > loss_disc_real_0: 0.06504730880260468 (0.11448033711464285) | > loss_disc_real_1: 0.16282731294631958 (0.1995097732158016) | > loss_disc_real_2: 0.20454148948192596 (0.2161868274640694) | > loss_disc_real_3: 0.2094995081424713 (0.22258735389160594) | > loss_disc_real_4: 0.17969229817390442 (0.21299975402921223) | > loss_disc_real_5: 0.19878306984901428 (0.21302590085019307) | > loss_0: 2.2809529304504395 (2.279454171228753) | > grad_norm_0: tensor(43.5765, device='cuda:0') (tensor(16.1139, device='cuda:0')) | > loss_gen: 2.6680233478546143 (2.601803512024366) | > loss_kl: 1.6731398105621338 (1.6465567221744453) | > loss_feat: 7.277393817901611 (7.346670802548634) | > loss_mel: 20.137310028076172 (20.026204074887062) | > loss_duration: 2.1486916542053223 (2.090001357545098) | > loss_1: 33.90456008911133 (33.71123648718965) | > grad_norm_1: tensor(328.7021, device='cuda:0') (tensor(185.6941, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3583 (0.3570755968848579) | > loader_time: 0.0041 (0.003691167282543594)  --> TIME: 2024-06-10 20:05:23 -- STEP: 164/330 -- GLOBAL_STEP: 126775 | > loss_disc: 2.5883915424346924 (2.2770621892882565) | > loss_disc_real_0: 0.12840475142002106 (0.11398950110121471) | > loss_disc_real_1: 0.19744929671287537 (0.2000099843958529) | > loss_disc_real_2: 0.21143308281898499 (0.21573649910165044) | > loss_disc_real_3: 0.23443171381950378 (0.22278083206676855) | > loss_disc_real_4: 0.27692729234695435 (0.21450886366570868) | > loss_disc_real_5: 0.26022854447364807 (0.212355531933831) | > loss_0: 2.5883915424346924 (2.2770621892882565) | > grad_norm_0: tensor(31.1262, device='cuda:0') (tensor(17.8901, device='cuda:0')) | > loss_gen: 2.45317006111145 (2.6201171744160536) | > loss_kl: 1.759372353553772 (1.6538648227366006) | > loss_feat: 6.760585784912109 (7.385578379398439) | > loss_mel: 19.742290496826172 (20.00648846277377) | > loss_duration: 2.1398215293884277 (2.090432041301961) | > loss_1: 32.85523986816406 (33.75648094968098) | > grad_norm_1: tensor(194.1654, device='cuda:0') (tensor(199.9107, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3833 (0.3600355488498037) | > loader_time: 0.0044 (0.0038181252595854967)  --> TIME: 2024-06-10 20:05:33 -- STEP: 189/330 -- GLOBAL_STEP: 126800 | > loss_disc: 2.1547679901123047 (2.2725095534450803) | > loss_disc_real_0: 0.11857102066278458 (0.11379815953433829) | > loss_disc_real_1: 0.21110939979553223 (0.1996748666599314) | > loss_disc_real_2: 0.20155486464500427 (0.21544526028570044) | > loss_disc_real_3: 0.1791214942932129 (0.2225025286750188) | > loss_disc_real_4: 0.16240108013153076 (0.21385915277811585) | > loss_disc_real_5: 0.1866573691368103 (0.21205646209615878) | > loss_0: 2.1547679901123047 (2.2725095534450803) | > grad_norm_0: tensor(24.6426, device='cuda:0') (tensor(19.4963, device='cuda:0')) | > loss_gen: 2.706949234008789 (2.626026583727075) | > loss_kl: 1.8027653694152832 (1.6532680439570593) | > loss_feat: 7.065470218658447 (7.40523463708383) | > loss_mel: 19.45305633544922 (19.99120702188483) | > loss_duration: 2.1470437049865723 (2.0955303465878545) | > loss_1: 33.17528533935547 (33.771266735420035) | > grad_norm_1: tensor(437.5327, device='cuda:0') (tensor(209.5060, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.3931 (0.36349558956408634) | > loader_time: 0.0046 (0.003966713708544535)  --> TIME: 2024-06-10 20:05:43 -- STEP: 214/330 -- GLOBAL_STEP: 126825 | > loss_disc: 2.414785623550415 (2.2715777303570905) | > loss_disc_real_0: 0.1698552370071411 (0.11471040129104507) | > loss_disc_real_1: 0.24382436275482178 (0.19950384277606678) | > loss_disc_real_2: 0.28528332710266113 (0.21621704916252155) | > loss_disc_real_3: 0.24487915635108948 (0.22240645911927534) | > loss_disc_real_4: 0.261232852935791 (0.21380977409186763) | > loss_disc_real_5: 0.22443057596683502 (0.21129613662155988) | > loss_0: 2.414785623550415 (2.2715777303570905) | > grad_norm_0: tensor(69.4695, device='cuda:0') (tensor(22.0788, device='cuda:0')) | > loss_gen: 2.538996696472168 (2.63169985842482) | > loss_kl: 1.5884218215942383 (1.6493326642802943) | > loss_feat: 6.276307582855225 (7.42180845670611) | > loss_mel: 18.870908737182617 (19.961613396617867) | > loss_duration: 2.201153516769409 (2.1007908532552655) | > loss_1: 31.475788116455078 (33.765245384145004) | > grad_norm_1: tensor(281.0273, device='cuda:0') (tensor(229.2774, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.4054 (0.3671904067012752) | > loader_time: 0.0055 (0.004089299763474505)  --> TIME: 2024-06-10 20:05:53 -- STEP: 239/330 -- GLOBAL_STEP: 126850 | > loss_disc: 2.2522406578063965 (2.269913677391148) | > loss_disc_real_0: 0.08657552301883698 (0.11434892660092609) | > loss_disc_real_1: 0.1796414703130722 (0.20026192468080561) | > loss_disc_real_2: 0.2281520813703537 (0.21604123399846226) | > loss_disc_real_3: 0.21195051074028015 (0.22241053053774096) | > loss_disc_real_4: 0.19070976972579956 (0.21305074658104564) | > loss_disc_real_5: 0.2062932699918747 (0.21018240859568368) | > loss_0: 2.2522406578063965 (2.269913677391148) | > grad_norm_0: tensor(10.3801, device='cuda:0') (tensor(23.4524, device='cuda:0')) | > loss_gen: 2.47434401512146 (2.6373855788338636) | > loss_kl: 1.5737948417663574 (1.6472682319425638) | > loss_feat: 7.354689121246338 (7.44608360952912) | > loss_mel: 19.574825286865234 (19.913137388029867) | > loss_duration: 2.1342029571533203 (2.1075240563149267) | > loss_1: 33.111854553222656 (33.75139902825138) | > grad_norm_1: tensor(100.7949, device='cuda:0') (tensor(242.3766, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.414 (0.371569980637299) | > loader_time: 0.0063 (0.004228519096534118)  --> TIME: 2024-06-10 20:06:04 -- STEP: 264/330 -- GLOBAL_STEP: 126875 | > loss_disc: 2.237729072570801 (2.2716871906410563) | > loss_disc_real_0: 0.15754686295986176 (0.1146893284114247) | > loss_disc_real_1: 0.1887681633234024 (0.20092626339332623) | > loss_disc_real_2: 0.18398766219615936 (0.21609044165322275) | > loss_disc_real_3: 0.217154398560524 (0.22220734789064436) | > loss_disc_real_4: 0.19121260941028595 (0.21311317880948386) | > loss_disc_real_5: 0.18586349487304688 (0.21054468422450803) | > loss_0: 2.237729072570801 (2.2716871906410563) | > grad_norm_0: tensor(35.2048, device='cuda:0') (tensor(23.5684, device='cuda:0')) | > loss_gen: 2.6813414096832275 (2.6356209453308224) | > loss_kl: 1.6274267435073853 (1.6457467566836963) | > loss_feat: 7.516302108764648 (7.446791710275592) | > loss_mel: 18.947799682617188 (19.861034617279525) | > loss_duration: 2.2219181060791016 (2.1136916311401337) | > loss_1: 32.994789123535156 (33.70288579391712) | > grad_norm_1: tensor(525.3491, device='cuda:0') (tensor(251.9114, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.4445 (0.3767937611449849) | > loader_time: 0.0057 (0.00438223282496134)  --> TIME: 2024-06-10 20:06:16 -- STEP: 289/330 -- GLOBAL_STEP: 126900 | > loss_disc: 2.2385592460632324 (2.2726678955513706) | > loss_disc_real_0: 0.11146656423807144 (0.11520074221553687) | > loss_disc_real_1: 0.22540681064128876 (0.2007127835263843) | > loss_disc_real_2: 0.2615090012550354 (0.21651255599767688) | > loss_disc_real_3: 0.2122555822134018 (0.22218489301452174) | > loss_disc_real_4: 0.17489205300807953 (0.21312398022640122) | > loss_disc_real_5: 0.18205250799655914 (0.2108330506457589) | > loss_0: 2.2385592460632324 (2.2726678955513706) | > grad_norm_0: tensor(36.1751, device='cuda:0') (tensor(24.0628, device='cuda:0')) | > loss_gen: 2.411797523498535 (2.631827330506797) | > loss_kl: 1.5694650411605835 (1.6471083461207092) | > loss_feat: 6.835129737854004 (7.45051036491526) | > loss_mel: 19.12836456298828 (19.81342901078063) | > loss_duration: 2.2543582916259766 (2.12172752391921) | > loss_1: 32.19911193847656 (33.66460272185119) | > grad_norm_1: tensor(416.6169, device='cuda:0') (tensor(263.7654, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.4934 (0.383311027474057) | > loader_time: 0.0071 (0.00453745865079358)  --> TIME: 2024-06-10 20:06:28 -- STEP: 314/330 -- GLOBAL_STEP: 126925 | > loss_disc: 2.2941946983337402 (2.2726517756273785) | > loss_disc_real_0: 0.0828469768166542 (0.11514913436666036) | > loss_disc_real_1: 0.2055678367614746 (0.2010372860036838) | > loss_disc_real_2: 0.19523191452026367 (0.21623110405768559) | > loss_disc_real_3: 0.19899192452430725 (0.22194098700193843) | > loss_disc_real_4: 0.19542165100574493 (0.21295619523449313) | > loss_disc_real_5: 0.21454507112503052 (0.21061744398562005) | > loss_0: 2.2941946983337402 (2.2726517756273785) | > grad_norm_0: tensor(10.2750, device='cuda:0') (tensor(24.6993, device='cuda:0')) | > loss_gen: 2.372037410736084 (2.630793432521211) | > loss_kl: 1.562354564666748 (1.6489086838284868) | > loss_feat: 6.727313041687012 (7.463892617802711) | > loss_mel: 19.159265518188477 (19.76929650033356) | > loss_duration: 2.301056385040283 (2.1332312180737794) | > loss_1: 32.12202835083008 (33.646122592270004) | > grad_norm_1: tensor(332.8449, device='cuda:0') (tensor(279.5767, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.5168 (0.3921144486992224) | > loader_time: 0.0081 (0.004757207670029556)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.277254104614258 (2.277254104614258) | > loss_disc_real_0: 0.17276009917259216 (0.17276009917259216) | > loss_disc_real_1: 0.251490980386734 (0.251490980386734) | > loss_disc_real_2: 0.17539921402931213 (0.17539921402931213) | > loss_disc_real_3: 0.21262967586517334 (0.21262967586517334) | > loss_disc_real_4: 0.2336578518152237 (0.2336578518152237) | > loss_disc_real_5: 0.24727028608322144 (0.24727028608322144) | > loss_0: 2.277254104614258 (2.277254104614258) | > loss_gen: 2.8321566581726074 (2.8321566581726074) | > loss_kl: 1.5222735404968262 (1.5222735404968262) | > loss_feat: 6.4359540939331055 (6.4359540939331055) | > loss_mel: 18.6494083404541 (18.6494083404541) | > loss_duration: 2.760171890258789 (2.760171890258789) | > loss_1: 32.19996643066406 (32.19996643066406)  --> STEP: 1 | > loss_disc: 2.163599967956543 (2.163599967956543) | > loss_disc_real_0: 0.13197776675224304 (0.13197776675224304) | > loss_disc_real_1: 0.18104086816310883 (0.18104086816310883) | > loss_disc_real_2: 0.16205380856990814 (0.16205380856990814) | > loss_disc_real_3: 0.21920691430568695 (0.21920691430568695) | > loss_disc_real_4: 0.21612443029880524 (0.21612443029880524) | > loss_disc_real_5: 0.24862942099571228 (0.24862942099571228) | > loss_0: 2.163599967956543 (2.163599967956543) | > loss_gen: 2.6298835277557373 (2.6298835277557373) | > loss_kl: 2.4978950023651123 (2.4978950023651123) | > loss_feat: 6.623110771179199 (6.623110771179199) | > loss_mel: 20.69605255126953 (20.69605255126953) | > loss_duration: 2.4298558235168457 (2.4298558235168457) | > loss_1: 34.87679672241211 (34.87679672241211)  --> STEP: 2 | > loss_disc: 2.5061538219451904 (2.3348768949508667) | > loss_disc_real_0: 0.194139301776886 (0.16305853426456451) | > loss_disc_real_1: 0.37778663635253906 (0.27941375225782394) | > loss_disc_real_2: 0.22696328163146973 (0.19450854510068893) | > loss_disc_real_3: 0.25195321440696716 (0.23558006435632706) | > loss_disc_real_4: 0.2788221836090088 (0.247473306953907) | > loss_disc_real_5: 0.3003954291343689 (0.2745124250650406) | > loss_0: 2.5061538219451904 (2.3348768949508667) | > loss_gen: 2.8338706493377686 (2.731877088546753) | > loss_kl: 2.2642533779144287 (2.3810741901397705) | > loss_feat: 5.48447847366333 (6.053794622421265) | > loss_mel: 21.67171859741211 (21.18388557434082) | > loss_duration: 2.364717960357666 (2.397286891937256) | > loss_1: 34.619041442871094 (34.7479190826416)  --> STEP: 3 | > loss_disc: 2.3645005226135254 (2.3447514375050864) | > loss_disc_real_0: 0.11879880726337433 (0.14830529193083444) | > loss_disc_real_1: 0.32765263319015503 (0.29549337923526764) | > loss_disc_real_2: 0.2491258829832077 (0.21271432439486185) | > loss_disc_real_3: 0.19217272102832794 (0.22111094991366068) | > loss_disc_real_4: 0.21204109489917755 (0.23566256960233053) | > loss_disc_real_5: 0.23663654923439026 (0.2618871331214905) | > loss_0: 2.3645005226135254 (2.3447514375050864) | > loss_gen: 2.464327335357666 (2.642693837483724) | > loss_kl: 2.023358106613159 (2.2618354956309) | > loss_feat: 6.647387981414795 (6.251659075419108) | > loss_mel: 18.893644332885742 (20.42047182718913) | > loss_duration: 2.2235159873962402 (2.3393632570902505) | > loss_1: 32.25223159790039 (33.91602325439453)  --> STEP: 4 | > loss_disc: 2.384066581726074 (2.3545802235603333) | > loss_disc_real_0: 0.22863903641700745 (0.1683887280523777) | > loss_disc_real_1: 0.3511585295200348 (0.3094096668064594) | > loss_disc_real_2: 0.19645871222019196 (0.20865042135119438) | > loss_disc_real_3: 0.19926755130290985 (0.21565010026097298) | > loss_disc_real_4: 0.16773644089698792 (0.21868103742599487) | > loss_disc_real_5: 0.15844739973545074 (0.23602719977498055) | > loss_0: 2.384066581726074 (2.3545802235603333) | > loss_gen: 2.628967523574829 (2.6392622590065002) | > loss_kl: 1.8878852128982544 (2.1683479249477386) | > loss_feat: 5.44274377822876 (6.049430251121521) | > loss_mel: 18.660200119018555 (19.980403900146484) | > loss_duration: 2.239485502243042 (2.3143938183784485) | > loss_1: 30.859281539916992 (33.15183782577515)  --> STEP: 5 | > loss_disc: 2.152364730834961 (2.3141371250152587) | > loss_disc_real_0: 0.09035748243331909 (0.15278247892856597) | > loss_disc_real_1: 0.37846606969833374 (0.3232209473848343) | > loss_disc_real_2: 0.15872915089130402 (0.19866616725921632) | > loss_disc_real_3: 0.20631000399589539 (0.21378208100795745) | > loss_disc_real_4: 0.16215363144874573 (0.20737555623054504) | > loss_disc_real_5: 0.1476512998342514 (0.21835201978683472) | > loss_0: 2.152364730834961 (2.3141371250152587) | > loss_gen: 2.852180242538452 (2.681845855712891) | > loss_kl: 2.2529165744781494 (2.1852616548538206) | > loss_feat: 7.839931488037109 (6.407530498504639) | > loss_mel: 20.923391342163086 (20.169001388549805) | > loss_duration: 2.396233081817627 (2.330761671066284) | > loss_1: 36.264652252197266 (33.77440071105957)  --> STEP: 6 | > loss_disc: 2.5933589935302734 (2.3606741031010947) | > loss_disc_real_0: 0.08334394544363022 (0.14120939001441002) | > loss_disc_real_1: 0.2915710210800171 (0.3179459596673648) | > loss_disc_real_2: 0.22321519255638123 (0.20275767147541046) | > loss_disc_real_3: 0.26930710673332214 (0.2230362519621849) | > loss_disc_real_4: 0.2578239142894745 (0.2157836159070333) | > loss_disc_real_5: 0.3055393695831299 (0.2328832447528839) | > loss_0: 2.5933589935302734 (2.3606741031010947) | > loss_gen: 2.582706928253174 (2.665322701136271) | > loss_kl: 1.8069990873336792 (2.122217893600464) | > loss_feat: 5.176280975341797 (6.202322244644165) | > loss_mel: 19.817672729492188 (20.110446612040203) | > loss_duration: 2.161937713623047 (2.3026243448257446) | > loss_1: 31.545597076416016 (33.40293343861898)  --> STEP: 7 | > loss_disc: 2.458366632461548 (2.3746301787240163) | > loss_disc_real_0: 0.09866069257259369 (0.13513100466557912) | > loss_disc_real_1: 0.25998711585998535 (0.30966612483773914) | > loss_disc_real_2: 0.24059675633907318 (0.20816325502736227) | > loss_disc_real_3: 0.29816824197769165 (0.2337693933929716) | > loss_disc_real_4: 0.2756856083869934 (0.22434104340417044) | > loss_disc_real_5: 0.2883759140968323 (0.24081076894487655) | > loss_0: 2.458366632461548 (2.3746301787240163) | > loss_gen: 2.9213881492614746 (2.7019034794398715) | > loss_kl: 2.9024181365966797 (2.233675071171352) | > loss_feat: 7.348257541656494 (6.366027287074497) | > loss_mel: 18.64797019958496 (19.90152141026088) | > loss_duration: 2.3530235290527344 (2.309824228286743) | > loss_1: 34.173057556152344 (33.51295116969517)  --> STEP: 8 | > loss_disc: 2.315229892730713 (2.3672051429748535) | > loss_disc_real_0: 0.14885282516479492 (0.1368462322279811) | > loss_disc_real_1: 0.2090991586446762 (0.29709525406360626) | > loss_disc_real_2: 0.1510760486125946 (0.20102735422551632) | > loss_disc_real_3: 0.17870382964611053 (0.22688619792461395) | > loss_disc_real_4: 0.23935271799564362 (0.2262175027281046) | > loss_disc_real_5: 0.29855096340179443 (0.24802829325199127) | > loss_0: 2.315229892730713 (2.3672051429748535) | > loss_gen: 2.8296284675598145 (2.7178691029548645) | > loss_kl: 2.164919137954712 (2.225080579519272) | > loss_feat: 9.726231575012207 (6.786052823066711) | > loss_mel: 19.6428279876709 (19.869184732437134) | > loss_duration: 2.1243019104003906 (2.286633938550949) | > loss_1: 36.48790740966797 (33.88482069969177)  --> STEP: 9 | > loss_disc: 2.5600054264068604 (2.388627396689521) | > loss_disc_real_0: 0.22831496596336365 (0.14700942486524582) | > loss_disc_real_1: 0.23156827688217163 (0.28981447882122463) | > loss_disc_real_2: 0.19592207670211792 (0.20046010116736093) | > loss_disc_real_3: 0.23252953588962555 (0.2275132354762819) | > loss_disc_real_4: 0.22003446519374847 (0.22553049855762058) | > loss_disc_real_5: 0.2253875732421875 (0.24551265769534641) | > loss_0: 2.5600054264068604 (2.388627396689521) | > loss_gen: 2.3368289470672607 (2.6755313078562417) | > loss_kl: 1.2780011892318726 (2.119849536154005) | > loss_feat: 7.234343528747559 (6.835862901475695) | > loss_mel: 20.821863174438477 (19.975037892659504) | > loss_duration: 2.077042579650879 (2.2633460097842746) | > loss_1: 33.748077392578125 (33.86962699890137)  --> STEP: 10 | > loss_disc: 2.1643707752227783 (2.3662017345428468) | > loss_disc_real_0: 0.0878317654132843 (0.14109165892004966) | > loss_disc_real_1: 0.29772835969924927 (0.2906058669090271) | > loss_disc_real_2: 0.19025717675685883 (0.19943980872631073) | > loss_disc_real_3: 0.21611076593399048 (0.22637298852205276) | > loss_disc_real_4: 0.22114992141723633 (0.22509244084358215) | > loss_disc_real_5: 0.2376295030117035 (0.2447243422269821) | > loss_0: 2.1643707752227783 (2.3662017345428468) | > loss_gen: 2.78682804107666 (2.686660981178284) | > loss_kl: 1.9557180404663086 (2.1034363865852357) | > loss_feat: 6.275054454803467 (6.779782056808472) | > loss_mel: 20.915725708007812 (20.069106674194337) | > loss_duration: 2.2484898567199707 (2.261860394477844) | > loss_1: 34.18181610107422 (33.90084590911865)  --> STEP: 11 | > loss_disc: 2.2954816818237305 (2.359772638841109) | > loss_disc_real_0: 0.1314825713634491 (0.14021810550581326) | > loss_disc_real_1: 0.21309007704257965 (0.2835589769211682) | > loss_disc_real_2: 0.19083505868911743 (0.19865755872292953) | > loss_disc_real_3: 0.26918745040893555 (0.2302652123299512) | > loss_disc_real_4: 0.23054596781730652 (0.22558821602301163) | > loss_disc_real_5: 0.2842161953449249 (0.24831451069224963) | > loss_0: 2.2954816818237305 (2.359772638841109) | > loss_gen: 2.6236109733581543 (2.6809291622855445) | > loss_kl: 1.7224946022033691 (2.068805315277793) | > loss_feat: 6.143285274505615 (6.721918712962758) | > loss_mel: 18.597373962402344 (19.935312791304156) | > loss_duration: 2.410557746887207 (2.2753783356059682) | > loss_1: 31.49732208251953 (33.68234374306419)  --> STEP: 12 | > loss_disc: 2.4303064346313477 (2.365650455156962) | > loss_disc_real_0: 0.10644857585430145 (0.13740397803485394) | > loss_disc_real_1: 0.3450906574726105 (0.2886866169671217) | > loss_disc_real_2: 0.22282545268535614 (0.20067154988646507) | > loss_disc_real_3: 0.241526797413826 (0.23120367775360742) | > loss_disc_real_4: 0.23789511620998383 (0.22661379103859267) | > loss_disc_real_5: 0.26113659143447876 (0.24938301742076874) | > loss_0: 2.4303064346313477 (2.365650455156962) | > loss_gen: 2.5614516735076904 (2.67097270488739) | > loss_kl: 1.7297556400299072 (2.0405511756738024) | > loss_feat: 4.687609672546387 (6.552392959594727) | > loss_mel: 17.149953842163086 (19.7031995455424) | > loss_duration: 2.244394302368164 (2.272796332836151) | > loss_1: 28.3731632232666 (33.239912033081055)  --> STEP: 13 | > loss_disc: 2.1071369647979736 (2.3457648020524244) | > loss_disc_real_0: 0.12653848528862 (0.13656817090052825) | > loss_disc_real_1: 0.30168354511260986 (0.2896863806706208) | > loss_disc_real_2: 0.1816723793745041 (0.19921007523169884) | > loss_disc_real_3: 0.16592714190483093 (0.22618240576524) | > loss_disc_real_4: 0.09419012814760208 (0.2164273554315934) | > loss_disc_real_5: 0.1431771218776703 (0.2412133331482227) | > loss_0: 2.1071369647979736 (2.3457648020524244) | > loss_gen: 2.506537437438965 (2.6583238381605883) | > loss_kl: 2.0602867603302 (2.0420692975704484) | > loss_feat: 6.173600673675537 (6.523255091447097) | > loss_mel: 17.858774185180664 (19.56132067166842) | > loss_duration: 2.0954132080078125 (2.259151477080125) | > loss_1: 30.69461441040039 (33.04411990825947)  --> STEP: 14 | > loss_disc: 2.2557973861694336 (2.339338558060782) | > loss_disc_real_0: 0.14068174362182617 (0.1368619975234781) | > loss_disc_real_1: 0.211314395070076 (0.28408838169915335) | > loss_disc_real_2: 0.16637001931667328 (0.19686435695205415) | > loss_disc_real_3: 0.26081162691116333 (0.2286559215613774) | > loss_disc_real_4: 0.25002598762512207 (0.21882725773113115) | > loss_disc_real_5: 0.23594066500663757 (0.24083671399525233) | > loss_0: 2.2557973861694336 (2.339338558060782) | > loss_gen: 2.616583824157715 (2.6553424085889543) | > loss_kl: 2.1825740337371826 (2.0521053501537865) | > loss_feat: 7.086536884307861 (6.563489505222866) | > loss_mel: 21.888795852661133 (19.727568898882186) | > loss_duration: 2.340276002883911 (2.2649460860661095) | > loss_1: 36.11476516723633 (33.263451712472104)  --> STEP: 15 | > loss_disc: 2.296856164932251 (2.33650639851888) | > loss_disc_real_0: 0.1954883337020874 (0.1407704199353854) | > loss_disc_real_1: 0.2859829068183899 (0.28421468337376915) | > loss_disc_real_2: 0.24786365032196045 (0.20026430984338126) | > loss_disc_real_3: 0.16112488508224487 (0.22415385246276856) | > loss_disc_real_4: 0.18956387042999268 (0.21687636524438858) | > loss_disc_real_5: 0.2452128529548645 (0.24112845659255983) | > loss_0: 2.296856164932251 (2.33650639851888) | > loss_gen: 2.725768804550171 (2.6600375016530355) | > loss_kl: 2.467848777770996 (2.0798215786616003) | > loss_feat: 8.505867958068848 (6.692981402079265) | > loss_mel: 20.27284812927246 (19.76392084757487) | > loss_duration: 2.2501943111419678 (2.2639626344045003) | > loss_1: 36.22252655029297 (33.46072336832683)  --> STEP: 16 | > loss_disc: 2.161914587020874 (2.325594410300255) | > loss_disc_real_0: 0.10209424793720245 (0.13835315918549895) | > loss_disc_real_1: 0.295734167098999 (0.284934651106596) | > loss_disc_real_2: 0.19685550034046173 (0.20005125924944878) | > loss_disc_real_3: 0.11962495744228363 (0.21762079652398825) | > loss_disc_real_4: 0.1320011019706726 (0.21157166128978133) | > loss_disc_real_5: 0.14992070198059082 (0.23542797192931175) | > loss_0: 2.161914587020874 (2.325594410300255) | > loss_gen: 2.383150100708008 (2.6427320390939713) | > loss_kl: 2.2064437866210938 (2.0877354666590686) | > loss_feat: 8.33250617980957 (6.7954517006874084) | > loss_mel: 19.81330680847168 (19.76700747013092) | > loss_duration: 2.3726959228515625 (2.2707584649324417) | > loss_1: 35.10810089111328 (33.563684463500984)  --> STEP: 17 | > loss_disc: 2.266940116882324 (2.322144157746259) | > loss_disc_real_0: 0.0875348299741745 (0.13536384570247986) | > loss_disc_real_1: 0.3168056011199951 (0.28680941287209005) | > loss_disc_real_2: 0.2156866192817688 (0.2009709863101735) | > loss_disc_real_3: 0.23954786360263824 (0.21891062399920294) | > loss_disc_real_4: 0.13621269166469574 (0.2071387807235998) | > loss_disc_real_5: 0.21362696588039398 (0.23414555980878718) | > loss_0: 2.266940116882324 (2.322144157746259) | > loss_gen: 2.92630934715271 (2.6594130572150734) | > loss_kl: 1.7128381729125977 (2.065682684673982) | > loss_feat: 8.014233589172363 (6.867144752951229) | > loss_mel: 20.074310302734375 (19.78508410734289) | > loss_duration: 2.3417105674743652 (2.274932118023143) | > loss_1: 35.069400787353516 (33.6522560119629)  --> STEP: 18 | > loss_disc: 2.116241693496704 (2.310705131954617) | > loss_disc_real_0: 0.05893264710903168 (0.13111766800284386) | > loss_disc_real_1: 0.21385392546653748 (0.28275633023844826) | > loss_disc_real_2: 0.1534736007452011 (0.19833224266767502) | > loss_disc_real_3: 0.1685856133699417 (0.2161147900753551) | > loss_disc_real_4: 0.13019926846027374 (0.20286436337563726) | > loss_disc_real_5: 0.17606060206890106 (0.23091861771212685) | > loss_0: 2.116241693496704 (2.310705131954617) | > loss_gen: 2.4336752891540527 (2.6468720701005726) | > loss_kl: 2.24639630317688 (2.075722330146365) | > loss_feat: 10.579447746276855 (7.073383808135986) | > loss_mel: 21.951200485229492 (19.905423906114365) | > loss_duration: 2.220513343811035 (2.271908852789137) | > loss_1: 39.43123245239258 (33.973310258653434)  --> STEP: 19 | > loss_disc: 2.3321335315704346 (2.3118329424607125) | > loss_disc_real_0: 0.12048278748989105 (0.13055793744953056) | > loss_disc_real_1: 0.32145893573760986 (0.2847933094752462) | > loss_disc_real_2: 0.20307457447052002 (0.19858183907835106) | > loss_disc_real_3: 0.108000747859478 (0.21042457732715106) | > loss_disc_real_4: 0.10393239557743073 (0.19765741770204745) | > loss_disc_real_5: 0.08998768031597137 (0.22350119995443443) | > loss_0: 2.3321335315704346 (2.3118329424607125) | > loss_gen: 2.1969943046569824 (2.6231942929719625) | > loss_kl: 1.8480925559997559 (2.0637418157175964) | > loss_feat: 6.501602649688721 (7.043290062954552) | > loss_mel: 18.16805648803711 (19.813983515689248) | > loss_duration: 2.3051133155822754 (2.2736564560940393) | > loss_1: 31.019859313964844 (33.81786547209088)  --> STEP: 20 | > loss_disc: 2.0209782123565674 (2.2972902059555054) | > loss_disc_real_0: 0.15608122944831848 (0.13183410204946996) | > loss_disc_real_1: 0.34316691756248474 (0.28771198987960817) | > loss_disc_real_2: 0.21898537874221802 (0.1996020160615444) | > loss_disc_real_3: 0.14828777313232422 (0.2073177371174097) | > loss_disc_real_4: 0.11435133218765259 (0.19349211342632772) | > loss_disc_real_5: 0.17846494913101196 (0.22124938741326333) | > loss_0: 2.0209782123565674 (2.2972902059555054) | > loss_gen: 3.1263155937194824 (2.6483503580093384) | > loss_kl: 2.056549072265625 (2.0633821785449977) | > loss_feat: 8.651755332946777 (7.123713326454163) | > loss_mel: 20.34407615661621 (19.840488147735595) | > loss_duration: 2.308894634246826 (2.275418365001679) | > loss_1: 36.48759078979492 (33.95135173797608)  --> STEP: 21 | > loss_disc: 2.3680734634399414 (2.300660837264288) | > loss_disc_real_0: 0.1373119354248047 (0.13209495125781925) | > loss_disc_real_1: 0.2732680141925812 (0.28702418151355924) | > loss_disc_real_2: 0.1832246631383896 (0.19882214211282276) | > loss_disc_real_3: 0.24824586510658264 (0.2092666955930846) | > loss_disc_real_4: 0.2187959998846054 (0.19469706040053142) | > loss_disc_real_5: 0.29191532731056213 (0.22461443217027754) | > loss_0: 2.3680734634399414 (2.300660837264288) | > loss_gen: 2.5046560764312744 (2.641507773172288) | > loss_kl: 1.7737575769424438 (2.0495905308496383) | > loss_feat: 4.737228870391846 (7.010071209498814) | > loss_mel: 18.33315658569336 (19.768710454305012) | > loss_duration: 2.1317412853240967 (2.2685765993027465) | > loss_1: 29.480539321899414 (33.738455908639104)  --> STEP: 22 | > loss_disc: 2.6794495582580566 (2.317878506400368) | > loss_disc_real_0: 0.11328712105751038 (0.13124004988507795) | > loss_disc_real_1: 0.34184733033180237 (0.28951614282347937) | > loss_disc_real_2: 0.1855722963809967 (0.19821987639773975) | > loss_disc_real_3: 0.17755864560604095 (0.20782542059367354) | > loss_disc_real_4: 0.2641274631023407 (0.1978529877960682) | > loss_disc_real_5: 0.2695154845714569 (0.22665538909760388) | > loss_0: 2.6794495582580566 (2.317878506400368) | > loss_gen: 2.0884313583374023 (2.6163679361343384) | > loss_kl: 2.133715867996216 (2.0534144098108467) | > loss_feat: 5.249044895172119 (6.930024558847601) | > loss_mel: 14.485156059265137 (19.52854889089411) | > loss_duration: 2.1505446434020996 (2.2632115103981714) | > loss_1: 26.10689353942871 (33.39156671003863)  --> STEP: 23 | > loss_disc: 2.3450915813446045 (2.3190616835718565) | > loss_disc_real_0: 0.11604303121566772 (0.13057930994292968) | > loss_disc_real_1: 0.3167269229888916 (0.2906992202219756) | > loss_disc_real_2: 0.18947848677635193 (0.19783981597941855) | > loss_disc_real_3: 0.21795815229415894 (0.20826597414586856) | > loss_disc_real_4: 0.23998410999774933 (0.1996847757178804) | > loss_disc_real_5: 0.2571493983268738 (0.227981215585833) | > loss_0: 2.3450915813446045 (2.3190616835718565) | > loss_gen: 2.5698397159576416 (2.6143449700396992) | > loss_kl: 2.466383218765259 (2.07136957541756) | > loss_feat: 6.92703104019165 (6.92989440586256) | > loss_mel: 17.510896682739258 (19.440824881843902) | > loss_duration: 2.2625982761383057 (2.263184848039047) | > loss_1: 31.73674964904785 (33.31961814216947)  --> STEP: 24 | > loss_disc: 2.419705867767334 (2.323255191246668) | > loss_disc_real_0: 0.14856582880020142 (0.13132874822864934) | > loss_disc_real_1: 0.3989422619342804 (0.2952093469599883) | > loss_disc_real_2: 0.25421324372291565 (0.20018870880206427) | > loss_disc_real_3: 0.23807352781295776 (0.20950795554866394) | > loss_disc_real_4: 0.23940812051296234 (0.20133991508434215) | > loss_disc_real_5: 0.2602681815624237 (0.2293265058348576) | > loss_0: 2.419705867767334 (2.323255191246668) | > loss_gen: 2.9621098041534424 (2.6288351714611053) | > loss_kl: 1.6173510551452637 (2.052452137072881) | > loss_feat: 5.713887691497803 (6.879227459430695) | > loss_mel: 19.2182674407959 (19.431551655133568) | > loss_duration: 2.4225845336914062 (2.2698265016078953) | > loss_1: 31.934202194213867 (33.26189247767132)  --> STEP: 25 | > loss_disc: 2.654712438583374 (2.3365134811401362) | > loss_disc_real_0: 0.14065173268318176 (0.13170166760683064) | > loss_disc_real_1: 0.38949140906333923 (0.2989806294441223) | > loss_disc_real_2: 0.24731828272342682 (0.20207389175891877) | > loss_disc_real_3: 0.2149953991174698 (0.20972745329141618) | > loss_disc_real_4: 0.2064845710992813 (0.20154570132493974) | > loss_disc_real_5: 0.24835990369319916 (0.23008784174919128) | > loss_0: 2.654712438583374 (2.3365134811401362) | > loss_gen: 2.3411788940429688 (2.61732892036438) | > loss_kl: 1.7900947332382202 (2.0419578409194945) | > loss_feat: 7.426462650299072 (6.901116867065429) | > loss_mel: 17.25613021850586 (19.34453479766846) | > loss_duration: 2.337449550628662 (2.272531423568726) | > loss_1: 31.151315689086914 (33.17746940612794)  --> STEP: 26 | > loss_disc: 2.423896312713623 (2.339874359277578) | > loss_disc_real_0: 0.08433260023593903 (0.12987978040025788) | > loss_disc_real_1: 0.49375876784324646 (0.30647209630562705) | > loss_disc_real_2: 0.11705498397350311 (0.198803933767172) | > loss_disc_real_3: 0.20730072259902954 (0.20963411749555513) | > loss_disc_real_4: 0.22033195197582245 (0.20226824942689675) | > loss_disc_real_5: 0.16226476430892944 (0.22747926184764275) | > loss_0: 2.423896312713623 (2.339874359277578) | > loss_gen: 2.290203809738159 (2.6047471853402944) | > loss_kl: 2.035902500152588 (2.0417249431976905) | > loss_feat: 6.692196369171143 (6.893081463300264) | > loss_mel: 20.89154624938965 (19.404035238119274) | > loss_duration: 2.2902135848999023 (2.2732115066968483) | > loss_1: 34.2000617980957 (33.21679988274208) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024732076204740084 (+0.00010011746333195596) | > avg_loss_disc: 2.339874359277578 (+0.06310414809446963) | > avg_loss_disc_real_0: 0.12987978040025788 (+0.020385265636902627) | > avg_loss_disc_real_1: 0.30647209630562705 (+0.08586963610007209) | > avg_loss_disc_real_2: 0.198803933767172 (-0.0011453949488126336) | > avg_loss_disc_real_3: 0.20963411749555513 (-0.032594926368731736) | > avg_loss_disc_real_4: 0.20226824942689675 (-0.015716181065027535) | > avg_loss_disc_real_5: 0.22747926184764275 (-0.029054873264752895) | > avg_loss_0: 2.339874359277578 (+0.06310414809446963) | > avg_loss_gen: 2.6047471853402944 (+0.019544683969937804) | > avg_loss_kl: 2.0417249431976905 (-0.12371601508213903) | > avg_loss_feat: 6.893081463300264 (-0.8287841356717625) | > avg_loss_mel: 19.404035238119274 (-0.9350651594308594) | > avg_loss_duration: 2.2732115066968483 (-0.009063032957223438) | > avg_loss_1: 33.21679988274208 (-1.877084145179154)  > EPOCH: 118/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:06:56)   --> TIME: 2024-06-10 20:07:00 -- STEP: 9/330 -- GLOBAL_STEP: 126950 | > loss_disc: 2.3754990100860596 (2.3278162479400635) | > loss_disc_real_0: 0.09039922803640366 (0.10334413664208518) | > loss_disc_real_1: 0.2161053866147995 (0.19410381880071428) | > loss_disc_real_2: 0.2503912150859833 (0.2179376466406716) | > loss_disc_real_3: 0.22113364934921265 (0.22004477514161003) | > loss_disc_real_4: 0.21972809731960297 (0.21840856969356537) | > loss_disc_real_5: 0.22037404775619507 (0.21840596199035645) | > loss_0: 2.3754990100860596 (2.3278162479400635) | > grad_norm_0: tensor(13.6022, device='cuda:0') (tensor(18.3962, device='cuda:0')) | > loss_gen: 2.4505748748779297 (2.4735143184661865) | > loss_kl: 1.7416740655899048 (1.5791392591264513) | > loss_feat: 6.852633476257324 (6.593867990705702) | > loss_mel: 20.23052978515625 (19.779959360758465) | > loss_duration: 2.230874538421631 (2.2815032800038657) | > loss_1: 33.50628662109375 (32.70798450046115) | > grad_norm_1: tensor(80.1482, device='cuda:0') (tensor(133.9490, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3368 (0.3383778995937771) | > loader_time: 0.0027 (0.0028701888190375436)  --> TIME: 2024-06-10 20:07:09 -- STEP: 34/330 -- GLOBAL_STEP: 126975 | > loss_disc: 2.3491249084472656 (2.299695463741526) | > loss_disc_real_0: 0.09262438863515854 (0.11131563585470705) | > loss_disc_real_1: 0.2166295200586319 (0.20235981616903753) | > loss_disc_real_2: 0.23791131377220154 (0.21763696828309229) | > loss_disc_real_3: 0.26809433102607727 (0.22256495190017364) | > loss_disc_real_4: 0.2297654151916504 (0.21789744540172465) | > loss_disc_real_5: 0.2527380883693695 (0.21745668877573573) | > loss_0: 2.3491249084472656 (2.299695463741526) | > grad_norm_0: tensor(15.8496, device='cuda:0') (tensor(16.4510, device='cuda:0')) | > loss_gen: 2.549835681915283 (2.5611247876111194) | > loss_kl: 1.6320213079452515 (1.6350559557185453) | > loss_feat: 7.229133605957031 (7.060535360785091) | > loss_mel: 20.094696044921875 (19.950082105748795) | > loss_duration: 2.1237316131591797 (2.145969976397122) | > loss_1: 33.629417419433594 (33.35276856141933) | > grad_norm_1: tensor(245.7400, device='cuda:0') (tensor(152.1165, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3394 (0.33878465259776397) | > loader_time: 0.0033 (0.003122315687291762)  --> TIME: 2024-06-10 20:07:18 -- STEP: 59/330 -- GLOBAL_STEP: 127000 | > loss_disc: 2.4155490398406982 (2.289624202049384) | > loss_disc_real_0: 0.1126004308462143 (0.11464504834453938) | > loss_disc_real_1: 0.24252831935882568 (0.20275450864080655) | > loss_disc_real_2: 0.23946531116962433 (0.2163847528271756) | > loss_disc_real_3: 0.19940917193889618 (0.2205977891966448) | > loss_disc_real_4: 0.20940755307674408 (0.21696495226884294) | > loss_disc_real_5: 0.2024441957473755 (0.21320162056866337) | > loss_0: 2.4155490398406982 (2.289624202049384) | > grad_norm_0: tensor(22.0444, device='cuda:0') (tensor(13.8207, device='cuda:0')) | > loss_gen: 2.430189371109009 (2.5727888648792847) | > loss_kl: 1.5383435487747192 (1.6120410329204495) | > loss_feat: 7.069592475891113 (7.22597218368013) | > loss_mel: 20.14324951171875 (20.02999418872899) | > loss_duration: 2.0364456176757812 (2.10989343917976) | > loss_1: 33.21781921386719 (33.550689923561244) | > grad_norm_1: tensor(287.9502, device='cuda:0') (tensor(148.6686, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3419 (0.3413808911533679) | > loader_time: 0.0035 (0.0032714221437098617) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_127000.pth  --> TIME: 2024-06-10 20:07:32 -- STEP: 84/330 -- GLOBAL_STEP: 127025 | > loss_disc: 2.3427913188934326 (2.2749901754515505) | > loss_disc_real_0: 0.139105886220932 (0.11421079836076214) | > loss_disc_real_1: 0.20753468573093414 (0.20148963782758939) | > loss_disc_real_2: 0.24996380507946014 (0.2164813791002546) | > loss_disc_real_3: 0.25825145840644836 (0.2199710470934709) | > loss_disc_real_4: 0.22284887731075287 (0.21433371429642042) | > loss_disc_real_5: 0.22841127216815948 (0.21018792653367632) | > loss_0: 2.3427913188934326 (2.2749901754515505) | > grad_norm_0: tensor(40.8681, device='cuda:0') (tensor(15.7642, device='cuda:0')) | > loss_gen: 2.6619515419006348 (2.5888840896742686) | > loss_kl: 1.4962934255599976 (1.623973256065732) | > loss_feat: 7.570762634277344 (7.292783209255764) | > loss_mel: 20.211166381835938 (20.03493483861288) | > loss_duration: 2.148422956466675 (2.0958829891114013) | > loss_1: 34.08859634399414 (33.63645853315082) | > grad_norm_1: tensor(405.0120, device='cuda:0') (tensor(176.7807, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3554 (0.34759968519210815) | > loader_time: 0.0039 (0.0034276616005670456)  --> TIME: 2024-06-10 20:07:41 -- STEP: 109/330 -- GLOBAL_STEP: 127050 | > loss_disc: 2.322843551635742 (2.276463659531479) | > loss_disc_real_0: 0.16656994819641113 (0.11573853466762316) | > loss_disc_real_1: 0.18623597919940948 (0.20222989832042554) | > loss_disc_real_2: 0.2270675003528595 (0.2147295376576415) | > loss_disc_real_3: 0.2535926103591919 (0.22119515915529445) | > loss_disc_real_4: 0.22357922792434692 (0.21426924174531883) | > loss_disc_real_5: 0.21935193240642548 (0.21087823220349233) | > loss_0: 2.322843551635742 (2.276463659531479) | > grad_norm_0: tensor(41.2347, device='cuda:0') (tensor(18.8874, device='cuda:0')) | > loss_gen: 2.6708450317382812 (2.589694561214623) | > loss_kl: 1.6949182748794556 (1.6241295337677002) | > loss_feat: 6.979852676391602 (7.27138648776833) | > loss_mel: 20.207189559936523 (19.970852353157262) | > loss_duration: 2.015571117401123 (2.0909893928317858) | > loss_1: 33.56837844848633 (33.547052453417294) | > grad_norm_1: tensor(297.1527, device='cuda:0') (tensor(205.3699, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3682 (0.350024722038059) | > loader_time: 0.0037 (0.0035385516805386324)  --> TIME: 2024-06-10 20:07:50 -- STEP: 134/330 -- GLOBAL_STEP: 127075 | > loss_disc: 2.403958559036255 (2.2791748402723617) | > loss_disc_real_0: 0.10467700660228729 (0.11541280233815535) | > loss_disc_real_1: 0.18585999310016632 (0.2025284612579132) | > loss_disc_real_2: 0.18989090621471405 (0.21435073974417218) | > loss_disc_real_3: 0.1976882666349411 (0.22213205583949588) | > loss_disc_real_4: 0.18988826870918274 (0.2141475121476757) | > loss_disc_real_5: 0.18307216465473175 (0.21106710840961826) | > loss_0: 2.403958559036255 (2.2791748402723617) | > grad_norm_0: tensor(14.7931, device='cuda:0') (tensor(18.6987, device='cuda:0')) | > loss_gen: 2.276724338531494 (2.5842482243011253) | > loss_kl: 1.575151801109314 (1.626641451422848) | > loss_feat: 7.297855377197266 (7.263269321242375) | > loss_mel: 20.10604476928711 (19.959294219515225) | > loss_duration: 2.0834295749664307 (2.0905514581879583) | > loss_1: 33.33920669555664 (33.524004736943034) | > grad_norm_1: tensor(187.6115, device='cuda:0') (tensor(207.7937, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3595 (0.35303683779132894) | > loader_time: 0.0036 (0.0036560030125859957)  --> TIME: 2024-06-10 20:08:00 -- STEP: 159/330 -- GLOBAL_STEP: 127100 | > loss_disc: 2.320298910140991 (2.273119209697411) | > loss_disc_real_0: 0.10195863246917725 (0.11476943412291929) | > loss_disc_real_1: 0.2139597088098526 (0.20266208005776204) | > loss_disc_real_2: 0.2585042417049408 (0.21475927156847227) | > loss_disc_real_3: 0.22032642364501953 (0.2223059798374116) | > loss_disc_real_4: 0.2177218198776245 (0.21400795399018055) | > loss_disc_real_5: 0.17529650032520294 (0.2105129794129785) | > loss_0: 2.320298910140991 (2.273119209697411) | > grad_norm_0: tensor(10.8650, device='cuda:0') (tensor(17.6456, device='cuda:0')) | > loss_gen: 2.3839919567108154 (2.593962505928376) | > loss_kl: 1.5350703001022339 (1.6365138442261413) | > loss_feat: 7.440980434417725 (7.316355174442507) | > loss_mel: 19.824100494384766 (19.94333553914006) | > loss_duration: 2.0721285343170166 (2.090483047677287) | > loss_1: 33.25627136230469 (33.580650125659496) | > grad_norm_1: tensor(155.8311, device='cuda:0') (tensor(202.2307, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3638 (0.35534395811692726) | > loader_time: 0.0047 (0.003749970370118723)  --> TIME: 2024-06-10 20:08:09 -- STEP: 184/330 -- GLOBAL_STEP: 127125 | > loss_disc: 2.4087069034576416 (2.280490875244141) | > loss_disc_real_0: 0.15904119610786438 (0.11501711882326913) | > loss_disc_real_1: 0.1869438886642456 (0.20192896283191192) | > loss_disc_real_2: 0.18218162655830383 (0.2156390955104776) | > loss_disc_real_3: 0.2296134978532791 (0.22352135400085346) | > loss_disc_real_4: 0.23149287700653076 (0.21486454538029173) | > loss_disc_real_5: 0.25276586413383484 (0.21109496777796224) | > loss_0: 2.4087069034576416 (2.280490875244141) | > grad_norm_0: tensor(7.5860, device='cuda:0') (tensor(16.9977, device='cuda:0')) | > loss_gen: 2.537571668624878 (2.582544136306513) | > loss_kl: 1.7133924961090088 (1.6399210568355478) | > loss_feat: 7.021510124206543 (7.2972399929295415) | > loss_mel: 19.606210708618164 (19.91944101582405) | > loss_duration: 2.107729434967041 (2.094133960164112) | > loss_1: 32.98641586303711 (33.53328018603119) | > grad_norm_1: tensor(185.5635, device='cuda:0') (tensor(201.1006, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3676 (0.35816768848377734) | > loader_time: 0.005 (0.0038663770841515584)  --> TIME: 2024-06-10 20:08:19 -- STEP: 209/330 -- GLOBAL_STEP: 127150 | > loss_disc: 2.6123642921447754 (2.2769303093686633) | > loss_disc_real_0: 0.22602231800556183 (0.11609143214790445) | > loss_disc_real_1: 0.20856603980064392 (0.2017068870044782) | > loss_disc_real_2: 0.20032218098640442 (0.21499931904973024) | > loss_disc_real_3: 0.26617977023124695 (0.22278980982075466) | > loss_disc_real_4: 0.28285539150238037 (0.2138333758383847) | > loss_disc_real_5: 0.25819769501686096 (0.21054715716667718) | > loss_0: 2.6123642921447754 (2.2769303093686633) | > grad_norm_0: tensor(73.9229, device='cuda:0') (tensor(18.9461, device='cuda:0')) | > loss_gen: 2.4471912384033203 (2.588053202515012) | > loss_kl: 1.6601059436798096 (1.6447128542302327) | > loss_feat: 6.554942607879639 (7.298334568881533) | > loss_mel: 18.791881561279297 (19.855574247369372) | > loss_duration: 2.1437125205993652 (2.1001692822104996) | > loss_1: 31.597835540771484 (33.486844195133195) | > grad_norm_1: tensor(67.4736, device='cuda:0') (tensor(218.2156, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.3904 (0.36156785773318356) | > loader_time: 0.0052 (0.003994294901213577)  --> TIME: 2024-06-10 20:08:29 -- STEP: 234/330 -- GLOBAL_STEP: 127175 | > loss_disc: 2.173279285430908 (2.2777457593852644) | > loss_disc_real_0: 0.14813928306102753 (0.11500340849797949) | > loss_disc_real_1: 0.15462756156921387 (0.20173516837704902) | > loss_disc_real_2: 0.20391419529914856 (0.21521406499748555) | > loss_disc_real_3: 0.16008149087429047 (0.22259423658888564) | > loss_disc_real_4: 0.22023709118366241 (0.21498984372259206) | > loss_disc_real_5: 0.21092955768108368 (0.21076558880571622) | > loss_0: 2.173279285430908 (2.2777457593852644) | > grad_norm_0: tensor(76.0310, device='cuda:0') (tensor(20.2749, device='cuda:0')) | > loss_gen: 2.970118284225464 (2.5945541451119953) | > loss_kl: 1.6359617710113525 (1.6466337646174634) | > loss_feat: 7.857559680938721 (7.316770730874477) | > loss_mel: 19.2668399810791 (19.826055526733413) | > loss_duration: 2.168257236480713 (2.1070109432579094) | > loss_1: 33.89873504638672 (33.49102516663378) | > grad_norm_1: tensor(294.9623, device='cuda:0') (tensor(225.9413, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.4121 (0.36544437897511023) | > loader_time: 0.0053 (0.004159047053410456)  --> TIME: 2024-06-10 20:08:40 -- STEP: 259/330 -- GLOBAL_STEP: 127200 | > loss_disc: 2.3334784507751465 (2.2770430084361077) | > loss_disc_real_0: 0.15749652683734894 (0.11685961326692094) | > loss_disc_real_1: 0.28328970074653625 (0.20224834236399092) | > loss_disc_real_2: 0.2040906846523285 (0.21509048906532494) | > loss_disc_real_3: 0.2118334323167801 (0.22249174221602186) | > loss_disc_real_4: 0.22318141162395477 (0.21397912956803) | > loss_disc_real_5: 0.21256257593631744 (0.2109650571949233) | > loss_0: 2.3334784507751465 (2.2770430084361077) | > grad_norm_0: tensor(27.8372, device='cuda:0') (tensor(22.2001, device='cuda:0')) | > loss_gen: 2.475766181945801 (2.6037552642085826) | > loss_kl: 1.5088967084884644 (1.6525001024187302) | > loss_feat: 7.225097179412842 (7.350094139806092) | > loss_mel: 19.23292350769043 (19.78899932183816) | > loss_duration: 2.204289674758911 (2.1133530802708322) | > loss_1: 32.64697265625 (33.50870196515526) | > grad_norm_1: tensor(340.2335, device='cuda:0') (tensor(238.1526, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.411 (0.3696625932303175) | > loader_time: 0.0057 (0.004283067342397328)  --> TIME: 2024-06-10 20:08:51 -- STEP: 284/330 -- GLOBAL_STEP: 127225 | > loss_disc: 2.3266634941101074 (2.2775010139169836) | > loss_disc_real_0: 0.12197734415531158 (0.11677030633977602) | > loss_disc_real_1: 0.22340551018714905 (0.20230137845370133) | > loss_disc_real_2: 0.22728225588798523 (0.21517189251075325) | > loss_disc_real_3: 0.20864996314048767 (0.22256832039901908) | > loss_disc_real_4: 0.2203126698732376 (0.21421441378098138) | > loss_disc_real_5: 0.2075573354959488 (0.21063671518169652) | > loss_0: 2.3266634941101074 (2.2775010139169836) | > grad_norm_0: tensor(9.1582, device='cuda:0') (tensor(23.0036, device='cuda:0')) | > loss_gen: 2.518155097961426 (2.6033597244343274) | > loss_kl: 1.805613398551941 (1.658005925551267) | > loss_feat: 6.998373985290527 (7.375144211339279) | > loss_mel: 18.796010971069336 (19.758685917921486) | > loss_duration: 2.1895968914031982 (2.1208547395719597) | > loss_1: 32.3077507019043 (33.51605057380566) | > grad_norm_1: tensor(206.2938, device='cuda:0') (tensor(248.7773, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.4412 (0.37481631695384715) | > loader_time: 0.0067 (0.004431646474650209)  --> TIME: 2024-06-10 20:09:03 -- STEP: 309/330 -- GLOBAL_STEP: 127250 | > loss_disc: 2.3729941844940186 (2.2810931761287954) | > loss_disc_real_0: 0.12835603952407837 (0.11769313244661467) | > loss_disc_real_1: 0.1696797013282776 (0.20296428514144188) | > loss_disc_real_2: 0.15732134878635406 (0.21500639530640195) | > loss_disc_real_3: 0.24050374329090118 (0.2226577512075986) | > loss_disc_real_4: 0.23215986788272858 (0.21543408587912524) | > loss_disc_real_5: 0.21874015033245087 (0.21105326471012378) | > loss_0: 2.3729941844940186 (2.2810931761287954) | > grad_norm_0: tensor(16.0712, device='cuda:0') (tensor(22.6537, device='cuda:0')) | > loss_gen: 2.547226667404175 (2.5993084776362942) | > loss_kl: 1.6942033767700195 (1.6622937636082227) | > loss_feat: 7.034562587738037 (7.387530396285566) | > loss_mel: 19.42338752746582 (19.717963814349627) | > loss_duration: 2.2996888160705566 (2.1310427620958725) | > loss_1: 32.99906921386719 (33.49813929190525) | > grad_norm_1: tensor(386.5622, device='cuda:0') (tensor(247.1369, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.4908 (0.3822438261655543) | > loader_time: 0.0073 (0.00461440950535648)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3993430137634277 (2.3993430137634277) | > loss_disc_real_0: 0.11808629333972931 (0.11808629333972931) | > loss_disc_real_1: 0.14673568308353424 (0.14673568308353424) | > loss_disc_real_2: 0.16905085742473602 (0.16905085742473602) | > loss_disc_real_3: 0.25031834840774536 (0.25031834840774536) | > loss_disc_real_4: 0.2264779806137085 (0.2264779806137085) | > loss_disc_real_5: 0.22443285584449768 (0.22443285584449768) | > loss_0: 2.3993430137634277 (2.3993430137634277) | > loss_gen: 2.0164668560028076 (2.0164668560028076) | > loss_kl: 1.6304489374160767 (1.6304489374160767) | > loss_feat: 5.435360908508301 (5.435360908508301) | > loss_mel: 16.742454528808594 (16.742454528808594) | > loss_duration: 2.711638927459717 (2.711638927459717) | > loss_1: 28.53636932373047 (28.53636932373047)  --> STEP: 1 | > loss_disc: 2.480414390563965 (2.480414390563965) | > loss_disc_real_0: 0.0839153602719307 (0.0839153602719307) | > loss_disc_real_1: 0.149741068482399 (0.149741068482399) | > loss_disc_real_2: 0.1690247654914856 (0.1690247654914856) | > loss_disc_real_3: 0.35610806941986084 (0.35610806941986084) | > loss_disc_real_4: 0.3381522595882416 (0.3381522595882416) | > loss_disc_real_5: 0.3231244683265686 (0.3231244683265686) | > loss_0: 2.480414390563965 (2.480414390563965) | > loss_gen: 2.306986093521118 (2.306986093521118) | > loss_kl: 1.8242286443710327 (1.8242286443710327) | > loss_feat: 5.082530498504639 (5.082530498504639) | > loss_mel: 18.535051345825195 (18.535051345825195) | > loss_duration: 2.363100528717041 (2.363100528717041) | > loss_1: 30.111896514892578 (30.111896514892578)  --> STEP: 2 | > loss_disc: 2.034764528274536 (2.2575894594192505) | > loss_disc_real_0: 0.08525611460208893 (0.08458573743700981) | > loss_disc_real_1: 0.21082466840744019 (0.1802828684449196) | > loss_disc_real_2: 0.22590988874435425 (0.19746732711791992) | > loss_disc_real_3: 0.17370767891407013 (0.2649078741669655) | > loss_disc_real_4: 0.22147080302238464 (0.2798115313053131) | > loss_disc_real_5: 0.1582636684179306 (0.2406940683722496) | > loss_0: 2.034764528274536 (2.2575894594192505) | > loss_gen: 2.5096449851989746 (2.4083155393600464) | > loss_kl: 2.1083178520202637 (1.9662732481956482) | > loss_feat: 6.931797504425049 (6.007164001464844) | > loss_mel: 20.206565856933594 (19.370808601379395) | > loss_duration: 2.3517136573791504 (2.3574070930480957) | > loss_1: 34.10803985595703 (32.109968185424805)  --> STEP: 3 | > loss_disc: 1.983994483947754 (2.166391134262085) | > loss_disc_real_0: 0.10031507909297943 (0.08982885132233302) | > loss_disc_real_1: 0.17292629182338715 (0.1778306762377421) | > loss_disc_real_2: 0.09885433316230774 (0.16459632913271585) | > loss_disc_real_3: 0.18138647079467773 (0.2370674063762029) | > loss_disc_real_4: 0.25419214367866516 (0.2712717354297638) | > loss_disc_real_5: 0.19949841499328613 (0.22696218391259512) | > loss_0: 1.983994483947754 (2.166391134262085) | > loss_gen: 2.8031210899353027 (2.5399173895517984) | > loss_kl: 1.9801381826400757 (1.9708948930104573) | > loss_feat: 9.192730903625488 (7.069019635518392) | > loss_mel: 23.339689254760742 (20.693768819173176) | > loss_duration: 2.1521966457366943 (2.289003610610962) | > loss_1: 39.467872619628906 (34.56260299682617)  --> STEP: 4 | > loss_disc: 2.0815327167510986 (2.1451765298843384) | > loss_disc_real_0: 0.10935498028993607 (0.09471038356423378) | > loss_disc_real_1: 0.19830237329006195 (0.18294860050082207) | > loss_disc_real_2: 0.14229926466941833 (0.15902206301689148) | > loss_disc_real_3: 0.1679944097995758 (0.21979915723204613) | > loss_disc_real_4: 0.16342337429523468 (0.24430964514613152) | > loss_disc_real_5: 0.13287046551704407 (0.20343925431370735) | > loss_0: 2.0815327167510986 (2.1451765298843384) | > loss_gen: 2.23069429397583 (2.4626116156578064) | > loss_kl: 1.940100073814392 (1.963196188211441) | > loss_feat: 7.539981365203857 (7.186760067939758) | > loss_mel: 19.9022159576416 (20.495880603790283) | > loss_duration: 2.268123149871826 (2.283783495426178) | > loss_1: 33.8811149597168 (34.39223098754883)  --> STEP: 5 | > loss_disc: 2.287342071533203 (2.1736096382141112) | > loss_disc_real_0: 0.07787661254405975 (0.09134362936019898) | > loss_disc_real_1: 0.24296417832374573 (0.1949517160654068) | > loss_disc_real_2: 0.2078300565481186 (0.1687836617231369) | > loss_disc_real_3: 0.3500027358531952 (0.24583987295627593) | > loss_disc_real_4: 0.24593529105186462 (0.24463477432727815) | > loss_disc_real_5: 0.2757399380207062 (0.2178993910551071) | > loss_0: 2.287342071533203 (2.1736096382141112) | > loss_gen: 2.71612548828125 (2.513314390182495) | > loss_kl: 1.9496471881866455 (1.960486388206482) | > loss_feat: 5.700473785400391 (6.889502811431885) | > loss_mel: 19.758962631225586 (20.348497009277345) | > loss_duration: 2.3060641288757324 (2.288239622116089) | > loss_1: 32.4312744140625 (34.000039672851564)  --> STEP: 6 | > loss_disc: 2.503734588623047 (2.228630463282267) | > loss_disc_real_0: 0.04632890969514847 (0.08384117608269055) | > loss_disc_real_1: 0.15436986088752747 (0.18818807353576025) | > loss_disc_real_2: 0.24272994697093964 (0.1811080425977707) | > loss_disc_real_3: 0.3130127787590027 (0.2570353572567304) | > loss_disc_real_4: 0.23337461054325104 (0.24275808036327362) | > loss_disc_real_5: 0.2915061116218567 (0.23016717781623205) | > loss_0: 2.503734588623047 (2.228630463282267) | > loss_gen: 2.2337260246276855 (2.4667163292566934) | > loss_kl: 2.433626890182495 (2.0393431385358176) | > loss_feat: 6.484638214111328 (6.822025378545125) | > loss_mel: 21.003196716308594 (20.457613627115887) | > loss_duration: 2.1424765586853027 (2.263945778210958) | > loss_1: 34.297664642333984 (34.04964383443197)  --> STEP: 7 | > loss_disc: 2.419220209121704 (2.2558575698307584) | > loss_disc_real_0: 0.08257491886615753 (0.08366028219461441) | > loss_disc_real_1: 0.2511637806892395 (0.19718460312911443) | > loss_disc_real_2: 0.1405380517244339 (0.17531232961586543) | > loss_disc_real_3: 0.29368460178375244 (0.26227096361773355) | > loss_disc_real_4: 0.31067684292793274 (0.2524607607296535) | > loss_disc_real_5: 0.27744534611701965 (0.2369212018592017) | > loss_0: 2.419220209121704 (2.2558575698307584) | > loss_gen: 2.3081138134002686 (2.44405882699149) | > loss_kl: 3.0337674617767334 (2.1814037561416626) | > loss_feat: 5.005274295806885 (6.5624895095825195) | > loss_mel: 18.895357131958008 (20.234434127807617) | > loss_duration: 2.386108875274658 (2.281397649220058) | > loss_1: 31.628620147705078 (33.703783307756694)  --> STEP: 8 | > loss_disc: 2.021094560623169 (2.2265121936798096) | > loss_disc_real_0: 0.06671951711177826 (0.08154268655925989) | > loss_disc_real_1: 0.1271830052137375 (0.1884344033896923) | > loss_disc_real_2: 0.10040091723203659 (0.16594840306788683) | > loss_disc_real_3: 0.12406687438488007 (0.24499545246362686) | > loss_disc_real_4: 0.21130001544952393 (0.2473156675696373) | > loss_disc_real_5: 0.24373969435691833 (0.23777351342141628) | > loss_0: 2.021094560623169 (2.2265121936798096) | > loss_gen: 2.477428913116455 (2.4482300877571106) | > loss_kl: 1.8339450359344482 (2.137971416115761) | > loss_feat: 12.677717208862305 (7.326892971992493) | > loss_mel: 21.02594566345215 (20.333373069763184) | > loss_duration: 2.167351484298706 (2.267141878604889) | > loss_1: 40.18238830566406 (34.51360893249512)  --> STEP: 9 | > loss_disc: 2.3428542613983154 (2.239439090092977) | > loss_disc_real_0: 0.18599335849285126 (0.09314831677410337) | > loss_disc_real_1: 0.15724003314971924 (0.1849683622519175) | > loss_disc_real_2: 0.20684269070625305 (0.17049221280548307) | > loss_disc_real_3: 0.20661650598049164 (0.24073112507661185) | > loss_disc_real_4: 0.25779062509536743 (0.24847955173916286) | > loss_disc_real_5: 0.34275397658348083 (0.24943800932831234) | > loss_0: 2.3428542613983154 (2.239439090092977) | > loss_gen: 2.872300624847412 (2.4953490363226996) | > loss_kl: 2.4434995651245117 (2.1719189882278442) | > loss_feat: 10.68108081817627 (7.6995805104573565) | > loss_mel: 20.71834373474121 (20.376147588094074) | > loss_duration: 2.132739543914795 (2.252208285861545) | > loss_1: 38.847965240478516 (34.99520407782661)  --> STEP: 10 | > loss_disc: 2.194655656814575 (2.234960746765137) | > loss_disc_real_0: 0.14660976827144623 (0.09849446192383766) | > loss_disc_real_1: 0.24735313653945923 (0.1912068396806717) | > loss_disc_real_2: 0.19453342258930206 (0.17289633378386499) | > loss_disc_real_3: 0.23949649930000305 (0.24060766249895096) | > loss_disc_real_4: 0.2093839794397354 (0.24456999450922012) | > loss_disc_real_5: 0.17765846848487854 (0.24226005524396896) | > loss_0: 2.194655656814575 (2.234960746765137) | > loss_gen: 2.79128360748291 (2.524942493438721) | > loss_kl: 1.4564744234085083 (2.100374531745911) | > loss_feat: 7.730774879455566 (7.702699947357178) | > loss_mel: 20.159530639648438 (20.35448589324951) | > loss_duration: 2.22445011138916 (2.2494324684143066) | > loss_1: 34.362510681152344 (34.93193473815918)  --> STEP: 11 | > loss_disc: 2.3488807678222656 (2.2453171123157847) | > loss_disc_real_0: 0.13371707499027252 (0.10169651765714992) | > loss_disc_real_1: 0.21897847950458527 (0.19373153421011838) | > loss_disc_real_2: 0.1969844251871109 (0.17508616027506915) | > loss_disc_real_3: 0.24295322597026825 (0.24082089554179797) | > loss_disc_real_4: 0.2510574460029602 (0.24515976282683286) | > loss_disc_real_5: 0.276100218296051 (0.24533643370324915) | > loss_0: 2.3488807678222656 (2.2453171123157847) | > loss_gen: 2.69877290725708 (2.540745258331299) | > loss_kl: 2.394552230834961 (2.1271179589358242) | > loss_feat: 6.118687152862549 (7.558698784221303) | > loss_mel: 18.181716918945312 (20.15696144104004) | > loss_duration: 2.369966983795166 (2.2603901516307485) | > loss_1: 31.763694763183594 (34.643912922252305)  --> STEP: 12 | > loss_disc: 2.130781650543213 (2.235772490501404) | > loss_disc_real_0: 0.05510062351822853 (0.09781352647890647) | > loss_disc_real_1: 0.19978822767734528 (0.1942362586657206) | > loss_disc_real_2: 0.22608491778373718 (0.1793360567341248) | > loss_disc_real_3: 0.22584854066371918 (0.23957319930195808) | > loss_disc_real_4: 0.17051322758197784 (0.23893921822309494) | > loss_disc_real_5: 0.16673006117343903 (0.2387859026590983) | > loss_0: 2.130781650543213 (2.235772490501404) | > loss_gen: 2.345960855484009 (2.524513224760691) | > loss_kl: 1.6844842433929443 (2.0902318159739175) | > loss_feat: 7.300551414489746 (7.537186503410339) | > loss_mel: 19.679479598999023 (20.11717128753662) | > loss_duration: 2.185903549194336 (2.2541829347610474) | > loss_1: 33.196380615234375 (34.52328523000081)  --> STEP: 13 | > loss_disc: 2.327698230743408 (2.2428437012892504) | > loss_disc_real_0: 0.14373824000358582 (0.10134619675003566) | > loss_disc_real_1: 0.30024468898773193 (0.20239075330587533) | > loss_disc_real_2: 0.18801656365394592 (0.1800037880356495) | > loss_disc_real_3: 0.2821280062198639 (0.24284664598795083) | > loss_disc_real_4: 0.257474422454834 (0.24036500316399795) | > loss_disc_real_5: 0.22632116079330444 (0.23782707636172956) | > loss_0: 2.327698230743408 (2.2428437012892504) | > loss_gen: 2.68265438079834 (2.5366779290712795) | > loss_kl: 1.8488523960113525 (2.0716641682844896) | > loss_feat: 6.186142444610596 (7.433260037348821) | > loss_mel: 19.474472045898438 (20.067732884333683) | > loss_duration: 2.120588779449463 (2.243906461275541) | > loss_1: 32.312713623046875 (34.35324126023512)  --> STEP: 14 | > loss_disc: 2.222776412963867 (2.241410323551723) | > loss_disc_real_0: 0.09283559024333954 (0.10073829628527164) | > loss_disc_real_1: 0.1756884902715683 (0.20048344880342484) | > loss_disc_real_2: 0.22217130661010742 (0.1830157536481108) | > loss_disc_real_3: 0.21253065764904022 (0.24068121824945723) | > loss_disc_real_4: 0.2130242884159088 (0.23841209496770585) | > loss_disc_real_5: 0.19288212060928345 (0.23461672237941197) | > loss_0: 2.222776412963867 (2.241410323551723) | > loss_gen: 2.2463908195495605 (2.515943135534014) | > loss_kl: 2.2680344581604004 (2.0856906175613403) | > loss_feat: 7.8903937339782715 (7.465912444250924) | > loss_mel: 19.54600715637207 (20.030466760907853) | > loss_duration: 2.345719575881958 (2.2511788266045705) | > loss_1: 34.296546936035156 (34.34919166564941)  --> STEP: 15 | > loss_disc: 2.3203933238983154 (2.2466758569081624) | > loss_disc_real_0: 0.100680410861969 (0.10073443725705147) | > loss_disc_real_1: 0.22505655884742737 (0.20212165613969166) | > loss_disc_real_2: 0.19262456893920898 (0.18365634133418401) | > loss_disc_real_3: 0.21246834099292755 (0.23880035976568859) | > loss_disc_real_4: 0.2700907588005066 (0.2405240058898926) | > loss_disc_real_5: 0.24168482422828674 (0.23508792916933696) | > loss_0: 2.3203933238983154 (2.2466758569081624) | > loss_gen: 2.432323694229126 (2.510368506113688) | > loss_kl: 2.4604783058166504 (2.1106764634450275) | > loss_feat: 6.443260192871094 (7.397735627492269) | > loss_mel: 21.030214309692383 (20.09711659749349) | > loss_duration: 2.2232136726379395 (2.249314483006795) | > loss_1: 34.5894889831543 (34.3652114868164)  --> STEP: 16 | > loss_disc: 2.6765763759613037 (2.2735446393489838) | > loss_disc_real_0: 0.18708139657974243 (0.10613112221471965) | > loss_disc_real_1: 0.20607319474220276 (0.2023686273023486) | > loss_disc_real_2: 0.21448123455047607 (0.18558289716020226) | > loss_disc_real_3: 0.3115326166152954 (0.243346125818789) | > loss_disc_real_4: 0.3146212697029114 (0.24515508487820625) | > loss_disc_real_5: 0.3393242359161377 (0.241602698341012) | > loss_0: 2.6765763759613037 (2.2735446393489838) | > loss_gen: 2.484910249710083 (2.508777365088463) | > loss_kl: 1.6222342252731323 (2.080148823559284) | > loss_feat: 7.569705486297607 (7.4084837436676025) | > loss_mel: 19.814701080322266 (20.079465627670288) | > loss_duration: 2.334695816040039 (2.254650816321373) | > loss_1: 33.82624816894531 (34.331526279449456)  --> STEP: 17 | > loss_disc: 2.275517225265503 (2.2736606738146614) | > loss_disc_real_0: 0.07276616245508194 (0.10416847752297625) | > loss_disc_real_1: 0.19385923445224762 (0.20186807478175445) | > loss_disc_real_2: 0.18677040934562683 (0.18565275081816843) | > loss_disc_real_3: 0.33165401220321655 (0.24854070737081416) | > loss_disc_real_4: 0.2929653525352478 (0.24796745356391459) | > loss_disc_real_5: 0.34413325786590576 (0.2476339077248293) | > loss_0: 2.275517225265503 (2.2736606738146614) | > loss_gen: 2.817028760910034 (2.5269098001367905) | > loss_kl: 1.5353108644485474 (2.048099531846888) | > loss_feat: 6.187303066253662 (7.336649586172665) | > loss_mel: 17.14881134033203 (19.907074199003333) | > loss_duration: 2.345372200012207 (2.259987368303187) | > loss_1: 30.033824920654297 (34.07872031716739)  --> STEP: 18 | > loss_disc: 2.1428980827331543 (2.266396085421244) | > loss_disc_real_0: 0.13614921271800995 (0.10594518503381146) | > loss_disc_real_1: 0.15984982252120972 (0.1995337274339464) | > loss_disc_real_2: 0.18565906584262848 (0.18565310165286064) | > loss_disc_real_3: 0.18852096796035767 (0.24520627740356657) | > loss_disc_real_4: 0.1609809547662735 (0.24313487029737896) | > loss_disc_real_5: 0.14347068965435028 (0.24184706227646935) | > loss_0: 2.1428980827331543 (2.266396085421244) | > loss_gen: 2.422783851623535 (2.5211250252193875) | > loss_kl: 2.31480073928833 (2.0629162655936346) | > loss_feat: 7.562429428100586 (7.349192910724216) | > loss_mel: 19.44239616394043 (19.881258752610947) | > loss_duration: 2.203282594680786 (2.256837103101942) | > loss_1: 33.9456901550293 (34.07132975260416)  --> STEP: 19 | > loss_disc: 2.575932025909424 (2.282687450710096) | > loss_disc_real_0: 0.2709260582923889 (0.11462838888952606) | > loss_disc_real_1: 0.22524045407772064 (0.20088671304677663) | > loss_disc_real_2: 0.29608529806137085 (0.19146532251646645) | > loss_disc_real_3: 0.28145232796669006 (0.2471139642753099) | > loss_disc_real_4: 0.29524412751197815 (0.24587746278235786) | > loss_disc_real_5: 0.2840389013290405 (0.2440676853844994) | > loss_0: 2.575932025909424 (2.282687450710096) | > loss_gen: 2.9840424060821533 (2.5454890978963753) | > loss_kl: 1.2554726600646973 (2.0204192337236906) | > loss_feat: 7.583794593811035 (7.361540367728786) | > loss_mel: 18.758182525634766 (19.82214947750694) | > loss_duration: 2.300387144088745 (2.2591292105223) | > loss_1: 32.88188171386719 (34.008727224249576)  --> STEP: 20 | > loss_disc: 1.9624810218811035 (2.266677129268646) | > loss_disc_real_0: 0.09324883669614792 (0.11355941127985716) | > loss_disc_real_1: 0.15145929157733917 (0.19841534197330474) | > loss_disc_real_2: 0.1666858196258545 (0.19022634737193583) | > loss_disc_real_3: 0.20809295773506165 (0.2451629139482975) | > loss_disc_real_4: 0.17377345263957977 (0.24227226227521897) | > loss_disc_real_5: 0.18179060518741608 (0.24095383137464524) | > loss_0: 1.9624810218811035 (2.266677129268646) | > loss_gen: 2.5585012435913086 (2.5461397051811216) | > loss_kl: 1.9042719602584839 (2.0146118700504303) | > loss_feat: 7.024774074554443 (7.344702053070068) | > loss_mel: 20.05767250061035 (19.833925628662108) | > loss_duration: 2.2927169799804688 (2.260808598995209) | > loss_1: 33.83793640136719 (34.00018768310546)  --> STEP: 21 | > loss_disc: 2.4865195751190186 (2.277145817166283) | > loss_disc_real_0: 0.12766313552856445 (0.11423101719646227) | > loss_disc_real_1: 0.2646304965019226 (0.2015684445699056) | > loss_disc_real_2: 0.19356855750083923 (0.19038550023521697) | > loss_disc_real_3: 0.26367759704589844 (0.24604456552437373) | > loss_disc_real_4: 0.2854197323322296 (0.24432690370650517) | > loss_disc_real_5: 0.2336684614419937 (0.24060690899689993) | > loss_0: 2.4865195751190186 (2.277145817166283) | > loss_gen: 2.381453037261963 (2.538297482899257) | > loss_kl: 1.805083990097046 (2.004634351957412) | > loss_feat: 4.4430389404296875 (7.206527619134812) | > loss_mel: 15.07458209991455 (19.607290222531272) | > loss_duration: 2.1365833282470703 (2.254893109911964) | > loss_1: 25.840740203857422 (33.611642565046026)  --> STEP: 22 | > loss_disc: 2.120048761367798 (2.2700050419027153) | > loss_disc_real_0: 0.1294505000114441 (0.11492281186987054) | > loss_disc_real_1: 0.26013118028640747 (0.20423038710247388) | > loss_disc_real_2: 0.1655230075120926 (0.1892553869296204) | > loss_disc_real_3: 0.2232351452112198 (0.24500777369195764) | > loss_disc_real_4: 0.236397847533226 (0.24396649206226523) | > loss_disc_real_5: 0.23980596661567688 (0.24057050252502615) | > loss_0: 2.120048761367798 (2.2700050419027153) | > loss_gen: 2.765878677368164 (2.5486420826478438) | > loss_kl: 2.127422571182251 (2.01021563464945) | > loss_feat: 8.11155891418457 (7.2476654052734375) | > loss_mel: 20.08112907409668 (19.62882835214788) | > loss_duration: 2.147427558898926 (2.250008312138644) | > loss_1: 35.23341751098633 (33.68535960804331)  --> STEP: 23 | > loss_disc: 2.4404337406158447 (2.2774149853250254) | > loss_disc_real_0: 0.19113317131996155 (0.11823630575900493) | > loss_disc_real_1: 0.20384734869003296 (0.20421373325845468) | > loss_disc_real_2: 0.20890991389751434 (0.1901099315803984) | > loss_disc_real_3: 0.2546132802963257 (0.2454254044138867) | > loss_disc_real_4: 0.2514351010322571 (0.2442912141913953) | > loss_disc_real_5: 0.20871348679065704 (0.2391854148844014) | > loss_0: 2.4404337406158447 (2.2774149853250254) | > loss_gen: 2.2902274131774902 (2.5374066622360893) | > loss_kl: 1.9556471109390259 (2.0078430901403013) | > loss_feat: 5.513303279876709 (7.172258356343145) | > loss_mel: 18.813058853149414 (19.59336011306099) | > loss_duration: 2.2329444885253906 (2.249266406764155) | > loss_1: 30.8051815032959 (33.5601344730543)  --> STEP: 24 | > loss_disc: 2.2847533226013184 (2.2777207493782043) | > loss_disc_real_0: 0.10977984964847565 (0.11788395342106621) | > loss_disc_real_1: 0.13814117014408112 (0.2014607097953558) | > loss_disc_real_2: 0.24129849672317505 (0.19224278846134743) | > loss_disc_real_3: 0.3065057396888733 (0.2479704183836778) | > loss_disc_real_4: 0.2785179913043976 (0.24571732990443707) | > loss_disc_real_5: 0.27026525139808655 (0.24048040807247162) | > loss_0: 2.2847533226013184 (2.2777207493782043) | > loss_gen: 2.734220504760742 (2.54560723900795) | > loss_kl: 2.2263805866241455 (2.0169488191604614) | > loss_feat: 6.001168727874756 (7.123462955156962) | > loss_mel: 19.68580436706543 (19.59721195697784) | > loss_duration: 2.424853563308716 (2.2565825382868447) | > loss_1: 33.072425842285156 (33.539813280105584)  --> STEP: 25 | > loss_disc: 2.2775259017944336 (2.2777129554748536) | > loss_disc_real_0: 0.13589346408843994 (0.11860433384776116) | > loss_disc_real_1: 0.25248396396636963 (0.20350163996219636) | > loss_disc_real_2: 0.2623058259487152 (0.19504530996084213) | > loss_disc_real_3: 0.2656227648258209 (0.24867651224136353) | > loss_disc_real_4: 0.20744828879833221 (0.24418656826019286) | > loss_disc_real_5: 0.1470119059085846 (0.23674166798591614) | > loss_0: 2.2775259017944336 (2.2777129554748536) | > loss_gen: 2.5201022624969482 (2.5445870399475097) | > loss_kl: 1.9584077596664429 (2.0146071767807006) | > loss_feat: 8.393842697143555 (7.174278144836426) | > loss_mel: 19.537912368774414 (19.5948399734497) | > loss_duration: 2.306572437286377 (2.258582134246826) | > loss_1: 34.71683883666992 (33.58689430236816)  --> STEP: 26 | > loss_disc: 2.4157698154449463 (2.2830228347044725) | > loss_disc_real_0: 0.09249484539031982 (0.11760012275324418) | > loss_disc_real_1: 0.12244610488414764 (0.2003841193822714) | > loss_disc_real_2: 0.17062050104141235 (0.19410589423317176) | > loss_disc_real_3: 0.19281809031963348 (0.24652811139822006) | > loss_disc_real_4: 0.29409289360046387 (0.24610604231174177) | > loss_disc_real_5: 0.25194600224494934 (0.23732645007280204) | > loss_0: 2.4157698154449463 (2.2830228347044725) | > loss_gen: 2.0218441486358643 (2.524481544127831) | > loss_kl: 2.079040288925171 (2.017085373401642) | > loss_feat: 5.02273416519165 (7.0915264533116265) | > loss_mel: 20.77849006652832 (19.64036497702965) | > loss_duration: 2.278970718383789 (2.2593663105597863) | > loss_1: 32.18107986450195 (33.53282451629638) --> EVAL PERFORMANCE | > avg_loader_time: 0.002417912850013146 (-5.529477046086221e-05) | > avg_loss_disc: 2.2830228347044725 (-0.05685152457310538) | > avg_loss_disc_real_0: 0.11760012275324418 (-0.012279657647013706) | > avg_loss_disc_real_1: 0.2003841193822714 (-0.10608797692335564) | > avg_loss_disc_real_2: 0.19410589423317176 (-0.004698039534000248) | > avg_loss_disc_real_3: 0.24652811139822006 (+0.03689399390266493) | > avg_loss_disc_real_4: 0.24610604231174177 (+0.04383779288484502) | > avg_loss_disc_real_5: 0.23732645007280204 (+0.009847188225159287) | > avg_loss_0: 2.2830228347044725 (-0.05685152457310538) | > avg_loss_gen: 2.524481544127831 (-0.08026564121246338) | > avg_loss_kl: 2.017085373401642 (-0.024639569796048644) | > avg_loss_feat: 7.0915264533116265 (+0.19844499001136207) | > avg_loss_mel: 19.64036497702965 (+0.23632973891037423) | > avg_loss_duration: 2.2593663105597863 (-0.013845196137062032) | > avg_loss_1: 33.53282451629638 (+0.31602463355429933)  > EPOCH: 119/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:09:33)   --> TIME: 2024-06-10 20:09:35 -- STEP: 4/330 -- GLOBAL_STEP: 127275 | > loss_disc: 2.143476963043213 (2.222790837287903) | > loss_disc_real_0: 0.0658659040927887 (0.10014841333031654) | > loss_disc_real_1: 0.18851763010025024 (0.193070400506258) | > loss_disc_real_2: 0.22257383167743683 (0.2097850777208805) | > loss_disc_real_3: 0.2020920068025589 (0.21676185354590416) | > loss_disc_real_4: 0.2207321971654892 (0.22442367672920227) | > loss_disc_real_5: 0.22552409768104553 (0.232769675552845) | > loss_0: 2.143476963043213 (2.222790837287903) | > grad_norm_0: tensor(7.9595, device='cuda:0') (tensor(6.3755, device='cuda:0')) | > loss_gen: 2.566539764404297 (2.6038615703582764) | > loss_kl: 1.5560413599014282 (1.6600060164928436) | > loss_feat: 6.949953079223633 (6.833778977394104) | > loss_mel: 20.904077529907227 (20.754596710205078) | > loss_duration: 2.373408079147339 (2.33871990442276) | > loss_1: 34.35002136230469 (34.19096279144287) | > grad_norm_1: tensor(77.0977, device='cuda:0') (tensor(67.0777, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3461 (0.34465765953063965) | > loader_time: 0.0028 (0.003104567527770996)  --> TIME: 2024-06-10 20:09:45 -- STEP: 29/330 -- GLOBAL_STEP: 127300 | > loss_disc: 2.2707042694091797 (2.2828387145338382) | > loss_disc_real_0: 0.133614182472229 (0.11483703219685061) | > loss_disc_real_1: 0.22750742733478546 (0.20184669515182233) | > loss_disc_real_2: 0.24058495461940765 (0.21192554153245072) | > loss_disc_real_3: 0.19951465725898743 (0.21983092047017197) | > loss_disc_real_4: 0.21011702716350555 (0.21764543806684428) | > loss_disc_real_5: 0.20313464105129242 (0.21807457044206816) | > loss_0: 2.2707042694091797 (2.2828387145338382) | > grad_norm_0: tensor(7.2541, device='cuda:0') (tensor(9.8470, device='cuda:0')) | > loss_gen: 2.529433012008667 (2.5611447301404224) | > loss_kl: 1.5156528949737549 (1.6159266233444214) | > loss_feat: 6.449221611022949 (7.014050500146274) | > loss_mel: 19.826873779296875 (19.946809900218042) | > loss_duration: 2.1125121116638184 (2.150951636248622) | > loss_1: 32.433692932128906 (33.2888832092285) | > grad_norm_1: tensor(47.5935, device='cuda:0') (tensor(122.0329, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3508 (0.35969029623886634) | > loader_time: 0.0037 (0.0035174221828066067)  --> TIME: 2024-06-10 20:09:54 -- STEP: 54/330 -- GLOBAL_STEP: 127325 | > loss_disc: 2.2238821983337402 (2.2698970679883597) | > loss_disc_real_0: 0.09088161587715149 (0.11769262052796504) | > loss_disc_real_1: 0.19742146134376526 (0.20276299505322068) | > loss_disc_real_2: 0.1844121217727661 (0.21223465380845247) | > loss_disc_real_3: 0.22344914078712463 (0.21862970264973464) | > loss_disc_real_4: 0.21822798252105713 (0.21300871504677665) | > loss_disc_real_5: 0.19959044456481934 (0.21026905902006007) | > loss_0: 2.2238821983337402 (2.2698970679883597) | > grad_norm_0: tensor(7.8321, device='cuda:0') (tensor(10.2511, device='cuda:0')) | > loss_gen: 2.4794585704803467 (2.569768985112509) | > loss_kl: 1.5932213068008423 (1.6121339466836717) | > loss_feat: 7.2186384201049805 (7.144399651774654) | > loss_mel: 19.814821243286133 (19.923524256105775) | > loss_duration: 2.069855213165283 (2.1130385288485773) | > loss_1: 33.175994873046875 (33.36286516542788) | > grad_norm_1: tensor(50.7510, device='cuda:0') (tensor(116.8095, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3416 (0.35507369482958756) | > loader_time: 0.0031 (0.003382771103470414)  --> TIME: 2024-06-10 20:10:03 -- STEP: 79/330 -- GLOBAL_STEP: 127350 | > loss_disc: 2.1673128604888916 (2.268257026430926) | > loss_disc_real_0: 0.08191294968128204 (0.11530774728029589) | > loss_disc_real_1: 0.16632170975208282 (0.20143121537528455) | > loss_disc_real_2: 0.16985291242599487 (0.21168102191973337) | > loss_disc_real_3: 0.1964930295944214 (0.21914991000785103) | > loss_disc_real_4: 0.19042620062828064 (0.21398546216608602) | > loss_disc_real_5: 0.17710618674755096 (0.2105083906952339) | > loss_0: 2.1673128604888916 (2.268257026430926) | > grad_norm_0: tensor(6.1662, device='cuda:0') (tensor(10.5411, device='cuda:0')) | > loss_gen: 2.573141574859619 (2.5653423146356515) | > loss_kl: 1.5206223726272583 (1.6429264560530457) | > loss_feat: 6.920884609222412 (7.21555889105495) | > loss_mel: 19.590953826904297 (19.895077451874936) | > loss_duration: 2.030548572540283 (2.096448555777345) | > loss_1: 32.63615036010742 (33.41535355773153) | > grad_norm_1: tensor(147.4725, device='cuda:0') (tensor(135.6554, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3723 (0.3557489914230154) | > loader_time: 0.0043 (0.003442036954662468)  --> TIME: 2024-06-10 20:10:12 -- STEP: 104/330 -- GLOBAL_STEP: 127375 | > loss_disc: 2.222369432449341 (2.2580869541718402) | > loss_disc_real_0: 0.08970555663108826 (0.11368883981441076) | > loss_disc_real_1: 0.18138474225997925 (0.20046262901562908) | > loss_disc_real_2: 0.2612673342227936 (0.21159785011639962) | > loss_disc_real_3: 0.22526350617408752 (0.2194543212938767) | > loss_disc_real_4: 0.21804174780845642 (0.21394466408170187) | > loss_disc_real_5: 0.19722804427146912 (0.21016228929735148) | > loss_0: 2.222369432449341 (2.2580869541718402) | > grad_norm_0: tensor(10.1726, device='cuda:0') (tensor(11.4849, device='cuda:0')) | > loss_gen: 2.648365020751953 (2.5837309291729564) | > loss_kl: 1.715857744216919 (1.6546151168071306) | > loss_feat: 7.882856369018555 (7.268854347559122) | > loss_mel: 20.129222869873047 (19.885906366201546) | > loss_duration: 2.10499906539917 (2.0920598621551814) | > loss_1: 34.481300354003906 (33.48516651300283) | > grad_norm_1: tensor(277.1346, device='cuda:0') (tensor(165.3674, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3668 (0.35740553644987255) | > loader_time: 0.0037 (0.003506231766480666)  --> TIME: 2024-06-10 20:10:21 -- STEP: 129/330 -- GLOBAL_STEP: 127400 | > loss_disc: 2.075188398361206 (2.2545072607291754) | > loss_disc_real_0: 0.07564884424209595 (0.1129061141910479) | > loss_disc_real_1: 0.18967846035957336 (0.1992362846237744) | > loss_disc_real_2: 0.18344157934188843 (0.21078237001748049) | > loss_disc_real_3: 0.2140117585659027 (0.21981145187403806) | > loss_disc_real_4: 0.20335501432418823 (0.21470972676147787) | > loss_disc_real_5: 0.2171989232301712 (0.21027319976525713) | > loss_0: 2.075188398361206 (2.2545072607291754) | > grad_norm_0: tensor(18.2684, device='cuda:0') (tensor(12.8418, device='cuda:0')) | > loss_gen: 2.7241783142089844 (2.589035089625869) | > loss_kl: 1.631874442100525 (1.6462988992070042) | > loss_feat: 7.30139684677124 (7.300701215285663) | > loss_mel: 20.140716552734375 (19.855983660202618) | > loss_duration: 2.053251266479492 (2.08987384988356) | > loss_1: 33.851417541503906 (33.48189251921896) | > grad_norm_1: tensor(162.9214, device='cuda:0') (tensor(180.4206, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3745 (0.3601422956747602) | > loader_time: 0.0045 (0.003644904424977857)  --> TIME: 2024-06-10 20:10:31 -- STEP: 154/330 -- GLOBAL_STEP: 127425 | > loss_disc: 2.287062406539917 (2.2564356605727935) | > loss_disc_real_0: 0.15182575583457947 (0.11379533730350531) | > loss_disc_real_1: 0.22030651569366455 (0.19959825790160665) | > loss_disc_real_2: 0.22818498313426971 (0.21121453455129227) | > loss_disc_real_3: 0.24009448289871216 (0.21963240457819655) | > loss_disc_real_4: 0.23846152424812317 (0.21457613607892742) | > loss_disc_real_5: 0.24577289819717407 (0.20966674861582843) | > loss_0: 2.287062406539917 (2.2564356605727935) | > grad_norm_0: tensor(30.1600, device='cuda:0') (tensor(13.4031, device='cuda:0')) | > loss_gen: 2.6355953216552734 (2.5941694897490675) | > loss_kl: 1.522814154624939 (1.6453461476734705) | > loss_feat: 7.331365585327148 (7.334528232549692) | > loss_mel: 19.418682098388672 (19.869315060702238) | > loss_duration: 2.082068920135498 (2.0898367042665362) | > loss_1: 32.99052429199219 (33.53319542129318) | > grad_norm_1: tensor(127.0879, device='cuda:0') (tensor(182.7305, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.379 (0.3635209767849414) | > loader_time: 0.0047 (0.0037842400662310713)  --> TIME: 2024-06-10 20:10:41 -- STEP: 179/330 -- GLOBAL_STEP: 127450 | > loss_disc: 2.351072311401367 (2.2587298041615416) | > loss_disc_real_0: 0.13751627504825592 (0.11406162951412148) | > loss_disc_real_1: 0.16860267519950867 (0.19859012928088954) | > loss_disc_real_2: 0.21829621493816376 (0.2119144497636976) | > loss_disc_real_3: 0.21345186233520508 (0.2198277143293253) | > loss_disc_real_4: 0.21530140936374664 (0.21536063814962375) | > loss_disc_real_5: 0.23354993760585785 (0.21024897003640008) | > loss_0: 2.351072311401367 (2.2587298041615416) | > grad_norm_0: tensor(28.5989, device='cuda:0') (tensor(13.4268, device='cuda:0')) | > loss_gen: 2.591383457183838 (2.5958238180789204) | > loss_kl: 1.6668689250946045 (1.652162946136304) | > loss_feat: 7.613418102264404 (7.342640503824756) | > loss_mel: 19.479373931884766 (19.830136442983612) | > loss_duration: 2.1318349838256836 (2.093632438329345) | > loss_1: 33.482879638671875 (33.514395921589944) | > grad_norm_1: tensor(398.4448, device='cuda:0') (tensor(186.7695, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.3817 (0.3660330679163585) | > loader_time: 0.0043 (0.003909170960580836)  --> TIME: 2024-06-10 20:10:51 -- STEP: 204/330 -- GLOBAL_STEP: 127475 | > loss_disc: 2.2802987098693848 (2.261807696492065) | > loss_disc_real_0: 0.1257750242948532 (0.11447885413380231) | > loss_disc_real_1: 0.16493812203407288 (0.19921547546982768) | > loss_disc_real_2: 0.22528985142707825 (0.2122368344343176) | > loss_disc_real_3: 0.2154577076435089 (0.22048537002182475) | > loss_disc_real_4: 0.26505157351493835 (0.2157129009126448) | > loss_disc_real_5: 0.25855329632759094 (0.2108023790460007) | > loss_0: 2.2802987098693848 (2.261807696492065) | > grad_norm_0: tensor(26.2355, device='cuda:0') (tensor(14.6489, device='cuda:0')) | > loss_gen: 2.6734044551849365 (2.600131230027069) | > loss_kl: 1.6852830648422241 (1.658655864350936) | > loss_feat: 8.014058113098145 (7.3625611136941345) | > loss_mel: 19.862388610839844 (19.822198278763718) | > loss_duration: 2.0883145332336426 (2.09895615717944) | > loss_1: 34.323448181152344 (33.54250242195877) | > grad_norm_1: tensor(266.3372, device='cuda:0') (tensor(196.9259, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.4023 (0.36953718872631286) | > loader_time: 0.0047 (0.004040092814202406)  --> TIME: 2024-06-10 20:11:01 -- STEP: 229/330 -- GLOBAL_STEP: 127500 | > loss_disc: 2.26531720161438 (2.2570436021646567) | > loss_disc_real_0: 0.07682754099369049 (0.11278921860274269) | > loss_disc_real_1: 0.16180309653282166 (0.19894999597530702) | > loss_disc_real_2: 0.2442569136619568 (0.2125801671800655) | > loss_disc_real_3: 0.2502898871898651 (0.22047692016743156) | > loss_disc_real_4: 0.19841530919075012 (0.2147586214880756) | > loss_disc_real_5: 0.21715927124023438 (0.2103959206800794) | > loss_0: 2.26531720161438 (2.2570436021646567) | > grad_norm_0: tensor(17.8936, device='cuda:0') (tensor(15.2145, device='cuda:0')) | > loss_gen: 2.56046199798584 (2.6080314405099805) | > loss_kl: 1.6952654123306274 (1.6611165969132335) | > loss_feat: 6.976375102996826 (7.39037453972096) | > loss_mel: 20.330232620239258 (19.79655039258399) | > loss_duration: 2.1705126762390137 (2.1054377139395495) | > loss_1: 33.73284912109375 (33.561510510840264) | > grad_norm_1: tensor(275.6383, device='cuda:0') (tensor(204.8405, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.4139 (0.37345659368423384) | > loader_time: 0.006 (0.004189548534076811) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_127500.pth  --> TIME: 2024-06-10 20:11:16 -- STEP: 254/330 -- GLOBAL_STEP: 127525 | > loss_disc: 2.070838451385498 (2.2490017216975304) | > loss_disc_real_0: 0.11032383143901825 (0.11250888019448191) | > loss_disc_real_1: 0.14886653423309326 (0.19853350350002608) | > loss_disc_real_2: 0.23431992530822754 (0.21216398154891383) | > loss_disc_real_3: 0.19596388936042786 (0.21958487768342175) | > loss_disc_real_4: 0.2046479731798172 (0.21310070426914635) | > loss_disc_real_5: 0.1803574413061142 (0.20954812945812706) | > loss_0: 2.070838451385498 (2.2490017216975304) | > grad_norm_0: tensor(26.8653, device='cuda:0') (tensor(16.3590, device='cuda:0')) | > loss_gen: 2.976907253265381 (2.62065846995106) | > loss_kl: 1.7813504934310913 (1.659446778729206) | > loss_feat: 8.367681503295898 (7.423992566236361) | > loss_mel: 19.096731185913086 (19.75813806338573) | > loss_duration: 2.126343250274658 (2.110708063043007) | > loss_1: 34.3490104675293 (33.57294380758691) | > grad_norm_1: tensor(271.9166, device='cuda:0') (tensor(212.1784, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.415 (0.377638195443341) | > loader_time: 0.0059 (0.004339511938921114)  --> TIME: 2024-06-10 20:11:27 -- STEP: 279/330 -- GLOBAL_STEP: 127550 | > loss_disc: 2.1828317642211914 (2.2491640677161553) | > loss_disc_real_0: 0.0887937843799591 (0.11132094529741127) | > loss_disc_real_1: 0.2557661235332489 (0.19901799947343846) | > loss_disc_real_2: 0.24282079935073853 (0.2125569337905521) | > loss_disc_real_3: 0.21336567401885986 (0.22020912335978612) | > loss_disc_real_4: 0.18636980652809143 (0.21446961992316774) | > loss_disc_real_5: 0.21588584780693054 (0.20940553522451807) | > loss_0: 2.1828317642211914 (2.2491640677161553) | > grad_norm_0: tensor(9.4117, device='cuda:0') (tensor(17.4942, device='cuda:0')) | > loss_gen: 2.7483277320861816 (2.6330569730437365) | > loss_kl: 1.7556989192962646 (1.6614761946449146) | > loss_feat: 7.983774185180664 (7.466723394223012) | > loss_mel: 19.640331268310547 (19.729335046583603) | > loss_duration: 2.184896945953369 (2.1182288516806853) | > loss_1: 34.31303024291992 (33.60882031703936) | > grad_norm_1: tensor(466.3455, device='cuda:0') (tensor(225.6795, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.4437 (0.38278272245947165) | > loader_time: 0.0063 (0.0044896850449210055)  --> TIME: 2024-06-10 20:11:39 -- STEP: 304/330 -- GLOBAL_STEP: 127575 | > loss_disc: 2.257509708404541 (2.248125308438353) | > loss_disc_real_0: 0.18097242712974548 (0.11192930329247915) | > loss_disc_real_1: 0.17955747246742249 (0.19916218029041044) | > loss_disc_real_2: 0.21410247683525085 (0.21287434033461297) | > loss_disc_real_3: 0.20856231451034546 (0.21924080170298876) | > loss_disc_real_4: 0.2220814973115921 (0.21320510694855138) | > loss_disc_real_5: 0.18851150572299957 (0.2084184308095198) | > loss_0: 2.257509708404541 (2.248125308438353) | > grad_norm_0: tensor(39.1579, device='cuda:0') (tensor(18.8812, device='cuda:0')) | > loss_gen: 2.6465091705322266 (2.6349866954903867) | > loss_kl: 1.6569721698760986 (1.662533000503716) | > loss_feat: 8.232102394104004 (7.505177585702193) | > loss_mel: 19.567834854125977 (19.719970546270666) | > loss_duration: 2.2523579597473145 (2.127386110393623) | > loss_1: 34.35577392578125 (33.650053808563634) | > grad_norm_1: tensor(419.9515, device='cuda:0') (tensor(239.7076, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.4651 (0.39054189073412027) | > loader_time: 0.0072 (0.0046772337273547565)  --> TIME: 2024-06-10 20:12:07 -- STEP: 329/330 -- GLOBAL_STEP: 127600 | > loss_disc: 2.5815582275390625 (2.251743847838291) | > loss_disc_real_0: 0.23691077530384064 (0.11327199050222485) | > loss_disc_real_1: 0.45613542199134827 (0.20041675852062493) | > loss_disc_real_2: 0.2745034098625183 (0.2126000712888943) | > loss_disc_real_3: 0.19595476984977722 (0.21916303459815342) | > loss_disc_real_4: 0.21786142885684967 (0.2134722967640607) | > loss_disc_real_5: 0.1416490226984024 (0.20879742462403145) | > loss_0: 2.5815582275390625 (2.251743847838291) | > grad_norm_0: tensor(13.8397, device='cuda:0') (tensor(18.8717, device='cuda:0')) | > loss_gen: 2.6528584957122803 (2.6343257891008562) | > loss_kl: 1.9797791242599487 (1.6703793940935456) | > loss_feat: 12.369405746459961 (7.621223648268401) | > loss_mel: 20.450496673583984 (19.70569930612859) | > loss_duration: 2.2841122150421143 (2.140170958991472) | > loss_1: 39.73665237426758 (33.77179897157618) | > grad_norm_1: tensor(267.6552, device='cuda:0') (tensor(243.2403, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 14.023 (0.4454071362330196) | > loader_time: 0.0333 (0.005126330627858822)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.14363694190979 (2.14363694190979) | > loss_disc_real_0: 0.10224036872386932 (0.10224036872386932) | > loss_disc_real_1: 0.23019163310527802 (0.23019163310527802) | > loss_disc_real_2: 0.26419463753700256 (0.26419463753700256) | > loss_disc_real_3: 0.29875531792640686 (0.29875531792640686) | > loss_disc_real_4: 0.281940758228302 (0.281940758228302) | > loss_disc_real_5: 0.1693999171257019 (0.1693999171257019) | > loss_0: 2.14363694190979 (2.14363694190979) | > loss_gen: 3.0361249446868896 (3.0361249446868896) | > loss_kl: 1.7192227840423584 (1.7192227840423584) | > loss_feat: 8.174854278564453 (8.174854278564453) | > loss_mel: 22.49334144592285 (22.49334144592285) | > loss_duration: 2.731858730316162 (2.731858730316162) | > loss_1: 38.15540313720703 (38.15540313720703)  --> STEP: 1 | > loss_disc: 2.217006206512451 (2.217006206512451) | > loss_disc_real_0: 0.06510065495967865 (0.06510065495967865) | > loss_disc_real_1: 0.24722792208194733 (0.24722792208194733) | > loss_disc_real_2: 0.20252396166324615 (0.20252396166324615) | > loss_disc_real_3: 0.30053189396858215 (0.30053189396858215) | > loss_disc_real_4: 0.25077515840530396 (0.25077515840530396) | > loss_disc_real_5: 0.24223260581493378 (0.24223260581493378) | > loss_0: 2.217006206512451 (2.217006206512451) | > loss_gen: 2.6830475330352783 (2.6830475330352783) | > loss_kl: 2.5986766815185547 (2.5986766815185547) | > loss_feat: 6.805910587310791 (6.805910587310791) | > loss_mel: 20.884841918945312 (20.884841918945312) | > loss_duration: 2.309438705444336 (2.309438705444336) | > loss_1: 35.28191375732422 (35.28191375732422)  --> STEP: 2 | > loss_disc: 2.050361156463623 (2.133683681488037) | > loss_disc_real_0: 0.05014898627996445 (0.05762482061982155) | > loss_disc_real_1: 0.20467276871204376 (0.22595034539699554) | > loss_disc_real_2: 0.28380098938941956 (0.24316247552633286) | > loss_disc_real_3: 0.31430017948150635 (0.30741603672504425) | > loss_disc_real_4: 0.16885632276535034 (0.20981574058532715) | > loss_disc_real_5: 0.18235115706920624 (0.21229188144207) | > loss_0: 2.050361156463623 (2.133683681488037) | > loss_gen: 2.7194790840148926 (2.7012633085250854) | > loss_kl: 2.7515289783477783 (2.6751028299331665) | > loss_feat: 6.557703018188477 (6.681806802749634) | > loss_mel: 19.277040481567383 (20.080941200256348) | > loss_duration: 2.4321701526641846 (2.3708044290542603) | > loss_1: 33.73792266845703 (34.509918212890625)  --> STEP: 3 | > loss_disc: 2.3115234375 (2.1929636001586914) | > loss_disc_real_0: 0.1521012783050537 (0.0891169731815656) | > loss_disc_real_1: 0.24415899813175201 (0.23201989630858103) | > loss_disc_real_2: 0.31627708673477173 (0.2675340125958125) | > loss_disc_real_3: 0.2779114544391632 (0.2975811759630839) | > loss_disc_real_4: 0.2594051659107208 (0.22634554902712503) | > loss_disc_real_5: 0.22761178016662598 (0.21739851435025534) | > loss_0: 2.3115234375 (2.1929636001586914) | > loss_gen: 2.944798469543457 (2.7824416955312095) | > loss_kl: 2.083251714706421 (2.4778191248575845) | > loss_feat: 7.78427267074585 (7.049295425415039) | > loss_mel: 19.39596176147461 (19.852614720662434) | > loss_duration: 2.1414952278137207 (2.294368028640747) | > loss_1: 34.34977722167969 (34.45653788248698)  --> STEP: 4 | > loss_disc: 2.469041347503662 (2.261983036994934) | > loss_disc_real_0: 0.087580606341362 (0.0887328814715147) | > loss_disc_real_1: 0.27196720242500305 (0.24200672283768654) | > loss_disc_real_2: 0.2394830584526062 (0.2605212740600109) | > loss_disc_real_3: 0.39397868514060974 (0.32168055325746536) | > loss_disc_real_4: 0.2844185531139374 (0.24086380004882812) | > loss_disc_real_5: 0.22417664527893066 (0.21909304708242416) | > loss_0: 2.469041347503662 (2.261983036994934) | > loss_gen: 2.6034553050994873 (2.737695097923279) | > loss_kl: 2.51570725440979 (2.487291157245636) | > loss_feat: 5.790956020355225 (6.7347105741500854) | > loss_mel: 18.33521270751953 (19.47326421737671) | > loss_duration: 2.187340021133423 (2.267611026763916) | > loss_1: 31.43267059326172 (33.700571060180664)  --> STEP: 5 | > loss_disc: 2.273399829864502 (2.2642663955688476) | > loss_disc_real_0: 0.08039306849241257 (0.08706491887569427) | > loss_disc_real_1: 0.31516584753990173 (0.25663854777812956) | > loss_disc_real_2: 0.2041025012731552 (0.24923751950263978) | > loss_disc_real_3: 0.3154211938381195 (0.3204286813735962) | > loss_disc_real_4: 0.22331668436527252 (0.237354376912117) | > loss_disc_real_5: 0.21374084055423737 (0.2180226057767868) | > loss_0: 2.273399829864502 (2.2642663955688476) | > loss_gen: 2.7544586658477783 (2.741047811508179) | > loss_kl: 1.9927232265472412 (2.388377571105957) | > loss_feat: 5.538040637969971 (6.4953765869140625) | > loss_mel: 19.797945022583008 (19.53820037841797) | > loss_duration: 2.3502004146575928 (2.2841289043426514) | > loss_1: 32.43336868286133 (33.447130584716795)  --> STEP: 6 | > loss_disc: 2.4644289016723633 (2.297626813252767) | > loss_disc_real_0: 0.06532268226146698 (0.08344121277332306) | > loss_disc_real_1: 0.3034675419330597 (0.2644433801372846) | > loss_disc_real_2: 0.32340937852859497 (0.26159949600696564) | > loss_disc_real_3: 0.37445738911628723 (0.32943346599737805) | > loss_disc_real_4: 0.24540989100933075 (0.23869696259498596) | > loss_disc_real_5: 0.2619309425354004 (0.2253406619032224) | > loss_0: 2.4644289016723633 (2.297626813252767) | > loss_gen: 2.873258590698242 (2.7630829413731894) | > loss_kl: 1.893612265586853 (2.305916686852773) | > loss_feat: 6.568291187286377 (6.507529020309448) | > loss_mel: 20.707672119140625 (19.733112335205078) | > loss_duration: 2.1346914768218994 (2.259222666422526) | > loss_1: 34.17752456665039 (33.56886291503906)  --> STEP: 7 | > loss_disc: 2.4911885261535645 (2.3252784865243092) | > loss_disc_real_0: 0.07936520874500275 (0.08285892648356301) | > loss_disc_real_1: 0.39137500524520874 (0.28257646943841663) | > loss_disc_real_2: 0.19883060455322266 (0.2526325115135738) | > loss_disc_real_3: 0.3532131612300873 (0.3328305653163365) | > loss_disc_real_4: 0.30105316638946533 (0.24760499170848302) | > loss_disc_real_5: 0.3297766447067261 (0.24026008801800863) | > loss_0: 2.4911885261535645 (2.3252784865243092) | > loss_gen: 2.8778862953186035 (2.7794834205082486) | > loss_kl: 3.1215639114379883 (2.4224377189363753) | > loss_feat: 4.6529154777526855 (6.242584228515625) | > loss_mel: 18.569562911987305 (19.566890989031112) | > loss_duration: 2.373140335083008 (2.275496619088309) | > loss_1: 31.595067977905273 (33.28689220973423)  --> STEP: 8 | > loss_disc: 2.2461512088775635 (2.315387576818466) | > loss_disc_real_0: 0.12347938865423203 (0.08793648425489664) | > loss_disc_real_1: 0.2139004021883011 (0.2739919610321522) | > loss_disc_real_2: 0.17631079256534576 (0.24309229664504528) | > loss_disc_real_3: 0.20643769204616547 (0.3170314561575651) | > loss_disc_real_4: 0.11374848335981369 (0.23087292816489935) | > loss_disc_real_5: 0.12287138402462006 (0.22558650001883507) | > loss_0: 2.2461512088775635 (2.315387576818466) | > loss_gen: 2.505790948867798 (2.745271861553192) | > loss_kl: 2.4504857063293457 (2.4259437173604965) | > loss_feat: 9.61308479309082 (6.663896799087524) | > loss_mel: 20.766923904418945 (19.71689510345459) | > loss_duration: 2.150668144226074 (2.25989305973053) | > loss_1: 37.48695373535156 (33.8118999004364)  --> STEP: 9 | > loss_disc: 2.726682662963867 (2.361087030834622) | > loss_disc_real_0: 0.1415337771177292 (0.09389173901743358) | > loss_disc_real_1: 0.22676588594913483 (0.26874461935626137) | > loss_disc_real_2: 0.27901068329811096 (0.24708322849538591) | > loss_disc_real_3: 0.4140152931213379 (0.32780743804242873) | > loss_disc_real_4: 0.34513893723487854 (0.24356915139489704) | > loss_disc_real_5: 0.36398646235466003 (0.2409642736117045) | > loss_0: 2.726682662963867 (2.361087030834622) | > loss_gen: 2.655271053314209 (2.735271771748861) | > loss_kl: 1.6135194301605225 (2.335674352116055) | > loss_feat: 8.472003936767578 (6.864797592163086) | > loss_mel: 21.807737350463867 (19.94921090867784) | > loss_duration: 2.1091151237487793 (2.2431399557325573) | > loss_1: 36.65764617919922 (34.12809393141005)  --> STEP: 10 | > loss_disc: 1.8930588960647583 (2.3142842173576357) | > loss_disc_real_0: 0.053324803709983826 (0.08983504548668861) | > loss_disc_real_1: 0.31541940569877625 (0.27341209799051286) | > loss_disc_real_2: 0.236296609044075 (0.24600456655025482) | > loss_disc_real_3: 0.25689446926116943 (0.3207161411643028) | > loss_disc_real_4: 0.15305855870246887 (0.23451809212565422) | > loss_disc_real_5: 0.14631375670433044 (0.2314992219209671) | > loss_0: 1.8930588960647583 (2.3142842173576357) | > loss_gen: 3.0044867992401123 (2.762193274497986) | > loss_kl: 2.3401200771331787 (2.336118924617767) | > loss_feat: 8.389411926269531 (7.017259025573731) | > loss_mel: 21.875022888183594 (20.14179210662842) | > loss_duration: 2.240382432937622 (2.242864203453064) | > loss_1: 37.849422454833984 (34.50022678375244)  --> STEP: 11 | > loss_disc: 2.1666667461395264 (2.3008644472468984) | > loss_disc_real_0: 0.04628662019968033 (0.08587609773332422) | > loss_disc_real_1: 0.27431929111480713 (0.27349457009272143) | > loss_disc_real_2: 0.22025887668132782 (0.24366404928944327) | > loss_disc_real_3: 0.24330532550811768 (0.31367879428646783) | > loss_disc_real_4: 0.22051125764846802 (0.23324474353681912) | > loss_disc_real_5: 0.1416720747947693 (0.2233331176367673) | > loss_0: 2.1666667461395264 (2.3008644472468984) | > loss_gen: 2.647278308868408 (2.7517464594407515) | > loss_kl: 1.8382927179336548 (2.2908619967373935) | > loss_feat: 7.670282363891602 (7.076624783602628) | > loss_mel: 18.701974868774414 (20.01089963045987) | > loss_duration: 2.3299636840820312 (2.2507823380556973) | > loss_1: 33.18778991699219 (34.38091434131969)  --> STEP: 12 | > loss_disc: 2.438138484954834 (2.3123039503892264) | > loss_disc_real_0: 0.08785653114318848 (0.08604113385081291) | > loss_disc_real_1: 0.286579430103302 (0.27458497509360313) | > loss_disc_real_2: 0.25319522619247437 (0.24445831403136253) | > loss_disc_real_3: 0.27100232243537903 (0.31012242163221043) | > loss_disc_real_4: 0.23468942940235138 (0.23336513402561346) | > loss_disc_real_5: 0.23397649824619293 (0.2242200660208861) | > loss_0: 2.438138484954834 (2.3123039503892264) | > loss_gen: 2.4781723022460938 (2.7289486130078635) | > loss_kl: 2.0122525691986084 (2.267644544442495) | > loss_feat: 6.34429931640625 (7.015597661336263) | > loss_mel: 19.986955642700195 (20.008904298146565) | > loss_duration: 2.2105910778045654 (2.247433066368103) | > loss_1: 33.03227233886719 (34.268527507781975)  --> STEP: 13 | > loss_disc: 2.4703783988952637 (2.324463523351229) | > loss_disc_real_0: 0.09121602773666382 (0.08643920261126298) | > loss_disc_real_1: 0.24070553481578827 (0.271978864303002) | > loss_disc_real_2: 0.2974995970726013 (0.24853841272684243) | > loss_disc_real_3: 0.3213334083557129 (0.310984805226326) | > loss_disc_real_4: 0.30530381202697754 (0.23889887848725685) | > loss_disc_real_5: 0.2942024767398834 (0.2296033283838859) | > loss_0: 2.4703783988952637 (2.324463523351229) | > loss_gen: 2.7259814739227295 (2.7287203715397763) | > loss_kl: 2.3001883029937744 (2.270147910484901) | > loss_feat: 4.950581073760986 (6.85675023152278) | > loss_mel: 17.582672119140625 (19.822271053607647) | > loss_duration: 2.093583822250366 (2.2355985091282773) | > loss_1: 29.65300750732422 (33.91348750774676)  --> STEP: 14 | > loss_disc: 2.5448126792907715 (2.340202748775482) | > loss_disc_real_0: 0.13520678877830505 (0.08992260162319456) | > loss_disc_real_1: 0.34672555327415466 (0.27731791351522717) | > loss_disc_real_2: 0.2536219656467438 (0.24890152364969254) | > loss_disc_real_3: 0.29526659846305847 (0.3098620761718069) | > loss_disc_real_4: 0.24189354479312897 (0.23911278322339058) | > loss_disc_real_5: 0.2231171578168869 (0.22914003048624312) | > loss_0: 2.5448126792907715 (2.340202748775482) | > loss_gen: 2.627917766571045 (2.721520185470581) | > loss_kl: 2.33201003074646 (2.2745666333607266) | > loss_feat: 7.001424789428711 (6.867084128516061) | > loss_mel: 21.380943298339844 (19.933604785374232) | > loss_duration: 2.391798496246338 (2.2467556510652815) | > loss_1: 35.73409652709961 (34.043531009129104)  --> STEP: 15 | > loss_disc: 2.5766148567199707 (2.3559635559717815) | > loss_disc_real_0: 0.2108115404844284 (0.09798186421394348) | > loss_disc_real_1: 0.4425828754901886 (0.2883355776468913) | > loss_disc_real_2: 0.2943313419818878 (0.2519301782051722) | > loss_disc_real_3: 0.38432401418685913 (0.31482620537281036) | > loss_disc_real_4: 0.2664675712585449 (0.24093643575906754) | > loss_disc_real_5: 0.24419495463371277 (0.2301436920960744) | > loss_0: 2.5766148567199707 (2.3559635559717815) | > loss_gen: 2.937567949295044 (2.7359233697255454) | > loss_kl: 1.9184117317199707 (2.250822973251343) | > loss_feat: 6.614164352416992 (6.850222810109456) | > loss_mel: 19.699947357177734 (19.918027623494467) | > loss_duration: 2.2671120166778564 (2.24811274210612) | > loss_1: 33.43720245361328 (34.003109105428045)  --> STEP: 16 | > loss_disc: 2.3440868854522705 (2.355221264064312) | > loss_disc_real_0: 0.0783577710390091 (0.09675535839051008) | > loss_disc_real_1: 0.3559333086013794 (0.2925604358315468) | > loss_disc_real_2: 0.26223206520080566 (0.2525740461423993) | > loss_disc_real_3: 0.37999260425567627 (0.3188991053029895) | > loss_disc_real_4: 0.2637830078601837 (0.2423643465153873) | > loss_disc_real_5: 0.27023887634277344 (0.2326496411114931) | > loss_0: 2.3440868854522705 (2.355221264064312) | > loss_gen: 3.4281797409057617 (2.7791893929243088) | > loss_kl: 2.0626797676086426 (2.239064022898674) | > loss_feat: 10.598564147949219 (7.0844941437244415) | > loss_mel: 19.901453018188477 (19.916991710662842) | > loss_duration: 2.356241226196289 (2.2548707723617554) | > loss_1: 38.34712219238281 (34.27460992336272)  --> STEP: 17 | > loss_disc: 1.952845811843872 (2.3315521198160507) | > loss_disc_real_0: 0.043280623853206635 (0.0936097857706687) | > loss_disc_real_1: 0.1745530217885971 (0.285618823240785) | > loss_disc_real_2: 0.2451784312725067 (0.2521390099735821) | > loss_disc_real_3: 0.2689637541770935 (0.31596173170734854) | > loss_disc_real_4: 0.1985693722963333 (0.2397881715613253) | > loss_disc_real_5: 0.15804244577884674 (0.22826098256251393) | > loss_0: 1.952845811843872 (2.3315521198160507) | > loss_gen: 2.86417818069458 (2.7841887333813835) | > loss_kl: 1.6313165426254272 (2.2033141711178947) | > loss_feat: 8.696327209472656 (7.179307853474336) | > loss_mel: 20.752378463745117 (19.966132107902975) | > loss_duration: 2.3742754459381104 (2.2618945766897762) | > loss_1: 36.31847381591797 (34.39483721116009)  --> STEP: 18 | > loss_disc: 2.138633966445923 (2.3208344446288214) | > loss_disc_real_0: 0.10320606082677841 (0.0941429121626748) | > loss_disc_real_1: 0.2159496396780014 (0.28174831304285264) | > loss_disc_real_2: 0.19344516098499298 (0.24887824058532715) | > loss_disc_real_3: 0.24750705063343048 (0.31215869386990863) | > loss_disc_real_4: 0.2063051462173462 (0.2379280034866598) | > loss_disc_real_5: 0.07455603778362274 (0.21972181896368662) | > loss_0: 2.138633966445923 (2.3208344446288214) | > loss_gen: 2.4102184772491455 (2.7634126080407038) | > loss_kl: 2.552049160003662 (2.2226883371671042) | > loss_feat: 8.774024963378906 (7.267903248469035) | > loss_mel: 22.292245864868164 (20.095360649956596) | > loss_duration: 2.255979537963867 (2.2615659634272256) | > loss_1: 38.284515380859375 (34.610930442810044)  --> STEP: 19 | > loss_disc: 2.408903121948242 (2.325469638171949) | > loss_disc_real_0: 0.10375169664621353 (0.09464863766180842) | > loss_disc_real_1: 0.31881311535835266 (0.28369909211208943) | > loss_disc_real_2: 0.25557246804237366 (0.24923056834622434) | > loss_disc_real_3: 0.27686408162117004 (0.3103010826989224) | > loss_disc_real_4: 0.2392095923423767 (0.23799545553169751) | > loss_disc_real_5: 0.1926610767841339 (0.2182975693752891) | > loss_0: 2.408903121948242 (2.325469638171949) | > loss_gen: 2.734097480773926 (2.76186970660561) | > loss_kl: 1.625164270401001 (2.191239702074151) | > loss_feat: 6.933499813079834 (7.250303067659077) | > loss_mel: 19.6328067779541 (20.071015709324886) | > loss_duration: 2.3098161220550537 (2.2641054454602694) | > loss_1: 33.235382080078125 (34.538533160560995)  --> STEP: 20 | > loss_disc: 2.367248296737671 (2.327558571100235) | > loss_disc_real_0: 0.06291282922029495 (0.09306184723973274) | > loss_disc_real_1: 0.26655837893486023 (0.282842056453228) | > loss_disc_real_2: 0.2706301212310791 (0.2503005459904671) | > loss_disc_real_3: 0.29041361808776855 (0.3093067094683647) | > loss_disc_real_4: 0.2754972577095032 (0.2398705456405878) | > loss_disc_real_5: 0.22627894580364227 (0.21869663819670676) | > loss_0: 2.367248296737671 (2.327558571100235) | > loss_gen: 2.640712261199951 (2.755811834335327) | > loss_kl: 1.7984189987182617 (2.1715986669063567) | > loss_feat: 6.598329067230225 (7.2177043676376345) | > loss_mel: 19.8724422454834 (20.06108703613281) | > loss_duration: 2.3290796279907227 (2.267354154586792) | > loss_1: 33.238983154296875 (34.47355566024779)  --> STEP: 21 | > loss_disc: 2.3892016410827637 (2.3304939553851174) | > loss_disc_real_0: 0.11890609562397003 (0.09429252573422023) | > loss_disc_real_1: 0.2397315502166748 (0.2807891752038683) | > loss_disc_real_2: 0.2508390247821808 (0.25032618783769156) | > loss_disc_real_3: 0.2583194971084595 (0.3068787469750359) | > loss_disc_real_4: 0.20666950941085815 (0.23828954391536258) | > loss_disc_real_5: 0.16121891140937805 (0.21595960358778635) | > loss_0: 2.3892016410827637 (2.3304939553851174) | > loss_gen: 2.30863881111145 (2.734517880848476) | > loss_kl: 2.1906018257141113 (2.1725035792305354) | > loss_feat: 6.042921543121338 (7.161762328374953) | > loss_mel: 17.41144371032715 (19.93491354442778) | > loss_duration: 2.115403652191162 (2.2601184163774763) | > loss_1: 30.06900978088379 (34.263815380278075)  --> STEP: 22 | > loss_disc: 2.3785665035247803 (2.3326790712096472) | > loss_disc_real_0: 0.07410036027431488 (0.09337470003149727) | > loss_disc_real_1: 0.2379675954580307 (0.2788427397608757) | > loss_disc_real_2: 0.2069442868232727 (0.24835428324612707) | > loss_disc_real_3: 0.33825647830963135 (0.3083050074902448) | > loss_disc_real_4: 0.26661065220832825 (0.2395768670195883) | > loss_disc_real_5: 0.284586101770401 (0.2190789898688143) | > loss_0: 2.3785665035247803 (2.3326790712096472) | > loss_gen: 2.58345890045166 (2.7276515635577114) | > loss_kl: 1.9400240182876587 (2.1619363264604043) | > loss_feat: 6.970154285430908 (7.153052871877497) | > loss_mel: 19.778844833374023 (19.927819512107153) | > loss_duration: 2.1580300331115723 (2.255478035319935) | > loss_1: 33.430511474609375 (34.22593793002041)  --> STEP: 23 | > loss_disc: 2.3932745456695557 (2.33531365705573) | > loss_disc_real_0: 0.12403391301631927 (0.09470770929170691) | > loss_disc_real_1: 0.3680335283279419 (0.2827206001333568) | > loss_disc_real_2: 0.2527911365032196 (0.24854718990947894) | > loss_disc_real_3: 0.30471688508987427 (0.30814900216848956) | > loss_disc_real_4: 0.2452438771724701 (0.23982325876536575) | > loss_disc_real_5: 0.18489445745944977 (0.21759270585101584) | > loss_0: 2.3932745456695557 (2.33531365705573) | > loss_gen: 2.5936484336853027 (2.7218253405197808) | > loss_kl: 2.0053374767303467 (2.155127680819967) | > loss_feat: 7.044608116149902 (7.148337882498036) | > loss_mel: 17.263484954833984 (19.81197887918223) | > loss_duration: 2.311508893966675 (2.257914159608924) | > loss_1: 31.21858787536621 (34.095183579818055)  --> STEP: 24 | > loss_disc: 2.217611074447632 (2.3304093827803927) | > loss_disc_real_0: 0.1256796270608902 (0.09599820586542289) | > loss_disc_real_1: 0.2841213643550873 (0.2827789653092622) | > loss_disc_real_2: 0.32944464683532715 (0.2519179172813893) | > loss_disc_real_3: 0.255689412355423 (0.30596318592627847) | > loss_disc_real_4: 0.18798375129699707 (0.23766327928751707) | > loss_disc_real_5: 0.1975669264793396 (0.21675829837719598) | > loss_0: 2.217611074447632 (2.3304093827803927) | > loss_gen: 2.775073528289795 (2.724044015010198) | > loss_kl: 2.449843406677246 (2.1674075027306867) | > loss_feat: 6.756170272827148 (7.131997565428416) | > loss_mel: 20.003395080566406 (19.819954554239903) | > loss_duration: 2.454517364501953 (2.2661059598128) | > loss_1: 34.43899917602539 (34.10950922966003)  --> STEP: 25 | > loss_disc: 2.452320098876953 (2.335285811424255) | > loss_disc_real_0: 0.09459327161312103 (0.09594200849533081) | > loss_disc_real_1: 0.16660922765731812 (0.27813217580318444) | > loss_disc_real_2: 0.29485949873924255 (0.2536355805397034) | > loss_disc_real_3: 0.3494156002998352 (0.30770128250122075) | > loss_disc_real_4: 0.3405742943286896 (0.24177971988916397) | > loss_disc_real_5: 0.28471776843070984 (0.21947667717933655) | > loss_0: 2.452320098876953 (2.335285811424255) | > loss_gen: 2.719428539276123 (2.723859395980835) | > loss_kl: 2.1754984855651855 (2.167731142044067) | > loss_feat: 8.514373779296875 (7.187292613983154) | > loss_mel: 20.65843391418457 (19.85349372863769) | > loss_duration: 2.3223583698272705 (2.268356056213379) | > loss_1: 36.39009094238281 (34.20073249816894)  --> STEP: 26 | > loss_disc: 2.9913995265960693 (2.360520954315479) | > loss_disc_real_0: 0.2676416039466858 (0.10254583908961369) | > loss_disc_real_1: 0.25487276911735535 (0.27723758323834485) | > loss_disc_real_2: 0.2015201300382614 (0.2516311401358018) | > loss_disc_real_3: 0.29648953676223755 (0.30727006151125985) | > loss_disc_real_4: 0.2691950798034668 (0.24283415680894485) | > loss_disc_real_5: 0.24064244329929352 (0.2202907451070272) | > loss_0: 2.9913995265960693 (2.360520954315479) | > loss_gen: 1.5645617246627808 (2.679271024007064) | > loss_kl: 1.7827720642089844 (2.152925023665795) | > loss_feat: 0.14620740711688995 (6.916481644488298) | > loss_mel: 2.028083086013794 (19.167901011613694) | > loss_duration: 2.254641532897949 (2.267828574547401) | > loss_1: 7.776266098022461 (33.184406867394074) --> EVAL PERFORMANCE | > avg_loader_time: 0.002377244142385629 (-4.066870762751713e-05) | > avg_loss_disc: 2.360520954315479 (+0.07749811961100628) | > avg_loss_disc_real_0: 0.10254583908961369 (-0.015054283663630486) | > avg_loss_disc_real_1: 0.27723758323834485 (+0.07685346385607345) | > avg_loss_disc_real_2: 0.2516311401358018 (+0.05752524590263003) | > avg_loss_disc_real_3: 0.30727006151125985 (+0.06074195011303979) | > avg_loss_disc_real_4: 0.24283415680894485 (-0.0032718855027969174) | > avg_loss_disc_real_5: 0.2202907451070272 (-0.017035704965774834) | > avg_loss_0: 2.360520954315479 (+0.07749811961100628) | > avg_loss_gen: 2.679271024007064 (+0.15478947987923286) | > avg_loss_kl: 2.152925023665795 (+0.135839650264153) | > avg_loss_feat: 6.916481644488298 (-0.17504480882332807) | > avg_loss_mel: 19.167901011613694 (-0.4724639654159546) | > avg_loss_duration: 2.267828574547401 (+0.008462263987614627) | > avg_loss_1: 33.184406867394074 (-0.34841764890230564)  > EPOCH: 120/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:12:12)   --> TIME: 2024-06-10 20:12:22 -- STEP: 24/330 -- GLOBAL_STEP: 127625 | > loss_disc: 2.214445114135742 (2.3196890453497567) | > loss_disc_real_0: 0.087704136967659 (0.11505816380182902) | > loss_disc_real_1: 0.2167961150407791 (0.20195303236444792) | > loss_disc_real_2: 0.2437930405139923 (0.21699997472266355) | > loss_disc_real_3: 0.20445866882801056 (0.228159594660004) | > loss_disc_real_4: 0.21574117243289948 (0.22148412590225539) | > loss_disc_real_5: 0.21597109735012054 (0.21728906780481339) | > loss_0: 2.214445114135742 (2.3196890453497567) | > grad_norm_0: tensor(6.3911, device='cuda:0') (tensor(10.6579, device='cuda:0')) | > loss_gen: 2.632629871368408 (2.523698180913925) | > loss_kl: 1.6913857460021973 (1.7086957544088364) | > loss_feat: 7.812046527862549 (6.8954538106918335) | > loss_mel: 19.639413833618164 (19.920204957326252) | > loss_duration: 2.05535888671875 (2.1722747087478638) | > loss_1: 33.830833435058594 (33.220327456792205) | > grad_norm_1: tensor(46.5214, device='cuda:0') (tensor(111.2474, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3534 (0.3517742156982422) | > loader_time: 0.0038 (0.003116448720296224)  --> TIME: 2024-06-10 20:12:31 -- STEP: 49/330 -- GLOBAL_STEP: 127650 | > loss_disc: 2.201557159423828 (2.3008150324529533) | > loss_disc_real_0: 0.08282943814992905 (0.11239579198311786) | > loss_disc_real_1: 0.19103176891803741 (0.2010638555701898) | > loss_disc_real_2: 0.17417097091674805 (0.21528690262716643) | > loss_disc_real_3: 0.21437810361385345 (0.22523715149383156) | > loss_disc_real_4: 0.2006465047597885 (0.2213181129523686) | > loss_disc_real_5: 0.19305038452148438 (0.21649570337363652) | > loss_0: 2.201557159423828 (2.3008150324529533) | > grad_norm_0: tensor(12.6427, device='cuda:0') (tensor(9.1791, device='cuda:0')) | > loss_gen: 2.7457659244537354 (2.5577600391543642) | > loss_kl: 1.6340155601501465 (1.705647028222376) | > loss_feat: 7.7548441886901855 (7.096286559591488) | > loss_mel: 19.785625457763672 (19.85837554931641) | > loss_duration: 2.02286958694458 (2.1203157901763916) | > loss_1: 33.943119049072266 (33.33838493969976) | > grad_norm_1: tensor(71.3756, device='cuda:0') (tensor(100.2681, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3537 (0.3514866293693075) | > loader_time: 0.0034 (0.0032297883714948383)  --> TIME: 2024-06-10 20:12:40 -- STEP: 74/330 -- GLOBAL_STEP: 127675 | > loss_disc: 2.3549041748046875 (2.2819080546095565) | > loss_disc_real_0: 0.1432458609342575 (0.11230113276758709) | > loss_disc_real_1: 0.18833482265472412 (0.20028928546486674) | > loss_disc_real_2: 0.2659083306789398 (0.2158383553898012) | > loss_disc_real_3: 0.23749618232250214 (0.22210884215058507) | > loss_disc_real_4: 0.2515268921852112 (0.2173734142168148) | > loss_disc_real_5: 0.22966940701007843 (0.21286561601870768) | > loss_0: 2.3549041748046875 (2.2819080546095565) | > grad_norm_0: tensor(7.7036, device='cuda:0') (tensor(9.6915, device='cuda:0')) | > loss_gen: 2.755319356918335 (2.5845155909254744) | > loss_kl: 1.5988072156906128 (1.6979198987419541) | > loss_feat: 7.253423690795898 (7.2537629088839966) | > loss_mel: 19.743928909301758 (19.966314728195602) | > loss_duration: 1.9881823062896729 (2.0980513369714893) | > loss_1: 33.339664459228516 (33.600564673140255) | > grad_norm_1: tensor(199.4883, device='cuda:0') (tensor(105.6106, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3566 (0.35153802665504247) | > loader_time: 0.0035 (0.0033468459103558517)  --> TIME: 2024-06-10 20:12:49 -- STEP: 99/330 -- GLOBAL_STEP: 127700 | > loss_disc: 2.1774377822875977 (2.278640421954068) | > loss_disc_real_0: 0.11853734403848648 (0.11271918753180842) | > loss_disc_real_1: 0.1901201754808426 (0.20151336536262976) | > loss_disc_real_2: 0.20703496038913727 (0.21433759081845333) | > loss_disc_real_3: 0.19905783236026764 (0.2220177242551187) | > loss_disc_real_4: 0.20890948176383972 (0.21725426915318075) | > loss_disc_real_5: 0.1754419058561325 (0.21196063419785163) | > loss_0: 2.1774377822875977 (2.278640421954068) | > grad_norm_0: tensor(31.9050, device='cuda:0') (tensor(10.1701, device='cuda:0')) | > loss_gen: 2.532829999923706 (2.585716856850518) | > loss_kl: 1.5650092363357544 (1.6901051697104867) | > loss_feat: 7.185354232788086 (7.280339313275887) | > loss_mel: 20.2698917388916 (19.95788524126766) | > loss_duration: 2.0830140113830566 (2.0906685036842267) | > loss_1: 33.63610076904297 (33.60471530875775) | > grad_norm_1: tensor(292.5569, device='cuda:0') (tensor(127.0033, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3474 (0.3532440590135979) | > loader_time: 0.0037 (0.003443074948859937)  --> TIME: 2024-06-10 20:12:58 -- STEP: 124/330 -- GLOBAL_STEP: 127725 | > loss_disc: 2.3203160762786865 (2.280173728542943) | > loss_disc_real_0: 0.10900245606899261 (0.11331180543188125) | > loss_disc_real_1: 0.24480409920215607 (0.2022502199416199) | > loss_disc_real_2: 0.21001224219799042 (0.21570712159718236) | > loss_disc_real_3: 0.1913464516401291 (0.22143464427321188) | > loss_disc_real_4: 0.20591914653778076 (0.21644803208689536) | > loss_disc_real_5: 0.20954547822475433 (0.2101983855808935) | > loss_0: 2.3203160762786865 (2.280173728542943) | > grad_norm_0: tensor(11.1306, device='cuda:0') (tensor(11.0892, device='cuda:0')) | > loss_gen: 2.52974534034729 (2.5904998048659293) | > loss_kl: 1.6868840456008911 (1.6803659902464958) | > loss_feat: 6.8980488777160645 (7.29971936825783) | > loss_mel: 20.530698776245117 (20.01387617664953) | > loss_duration: 2.096714735031128 (2.0893381036097005) | > loss_1: 33.74209213256836 (33.673799560916045) | > grad_norm_1: tensor(167.6554, device='cuda:0') (tensor(139.7143, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3604 (0.35486881002303095) | > loader_time: 0.0042 (0.0035720025339434224)  --> TIME: 2024-06-10 20:13:08 -- STEP: 149/330 -- GLOBAL_STEP: 127750 | > loss_disc: 2.242349863052368 (2.278133685156803) | > loss_disc_real_0: 0.0785534605383873 (0.11329404704722783) | > loss_disc_real_1: 0.16877548396587372 (0.20137863876235565) | > loss_disc_real_2: 0.21075782179832458 (0.21540975230652215) | > loss_disc_real_3: 0.21602043509483337 (0.22197342859018568) | > loss_disc_real_4: 0.21010488271713257 (0.2155859080337038) | > loss_disc_real_5: 0.1917034089565277 (0.2102402662670852) | > loss_0: 2.242349863052368 (2.278133685156803) | > grad_norm_0: tensor(13.2577, device='cuda:0') (tensor(11.9210, device='cuda:0')) | > loss_gen: 2.712817907333374 (2.5925290152530542) | > loss_kl: 1.7052369117736816 (1.6754189929706136) | > loss_feat: 7.540481090545654 (7.324212791135647) | > loss_mel: 20.597429275512695 (19.994294697806346) | > loss_duration: 2.09277606010437 (2.089912972194236) | > loss_1: 34.64874267578125 (33.676368623771936) | > grad_norm_1: tensor(278.9379, device='cuda:0') (tensor(161.8475, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3618 (0.3571948749107003) | > loader_time: 0.0045 (0.003729893857200674)  --> TIME: 2024-06-10 20:13:17 -- STEP: 174/330 -- GLOBAL_STEP: 127775 | > loss_disc: 2.2330410480499268 (2.2760175206195363) | > loss_disc_real_0: 0.05566451698541641 (0.11438565786885119) | > loss_disc_real_1: 0.166095569729805 (0.20152668539306212) | > loss_disc_real_2: 0.22349029779434204 (0.21531372851338879) | > loss_disc_real_3: 0.21132798492908478 (0.2217760118602336) | > loss_disc_real_4: 0.222457155585289 (0.2151110632152393) | > loss_disc_real_5: 0.23088841140270233 (0.20943721460885015) | > loss_0: 2.2330410480499268 (2.2760175206195363) | > grad_norm_0: tensor(47.7970, device='cuda:0') (tensor(15.1600, device='cuda:0')) | > loss_gen: 2.642918109893799 (2.5989299217859902) | > loss_kl: 1.6024070978164673 (1.6708658118357604) | > loss_feat: 7.243459224700928 (7.331650657215338) | > loss_mel: 19.669296264648438 (19.957634969689394) | > loss_duration: 2.175633430480957 (2.0920305656290603) | > loss_1: 33.33371353149414 (33.65111204125417) | > grad_norm_1: tensor(207.7008, device='cuda:0') (tensor(180.0506, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3746 (0.3601634214664329) | > loader_time: 0.0048 (0.003874934952834557)  --> TIME: 2024-06-10 20:13:28 -- STEP: 199/330 -- GLOBAL_STEP: 127800 | > loss_disc: 2.1788148880004883 (2.279094500757343) | > loss_disc_real_0: 0.12271005660295486 (0.11290749110019387) | > loss_disc_real_1: 0.18668022751808167 (0.20142771090245126) | > loss_disc_real_2: 0.22786638140678406 (0.2156484291781133) | > loss_disc_real_3: 0.179987370967865 (0.22311709192230475) | > loss_disc_real_4: 0.16443049907684326 (0.21587460192304161) | > loss_disc_real_5: 0.17163346707820892 (0.21079423791499594) | > loss_0: 2.1788148880004883 (2.279094500757343) | > grad_norm_0: tensor(28.6814, device='cuda:0') (tensor(16.6185, device='cuda:0')) | > loss_gen: 2.5800838470458984 (2.6106909711157256) | > loss_kl: 1.6109895706176758 (1.6697764720149975) | > loss_feat: 7.562881946563721 (7.363027206018343) | > loss_mel: 20.139558792114258 (19.94015151172428) | > loss_duration: 2.19869327545166 (2.098482378164126) | > loss_1: 34.09220886230469 (33.6821286282947) | > grad_norm_1: tensor(223.3312, device='cuda:0') (tensor(188.8843, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3819 (0.36535126599834206) | > loader_time: 0.0063 (0.003993015193459976)  --> TIME: 2024-06-10 20:13:38 -- STEP: 224/330 -- GLOBAL_STEP: 127825 | > loss_disc: 2.4437317848205566 (2.27743336664779) | > loss_disc_real_0: 0.1964798867702484 (0.11362886505334505) | > loss_disc_real_1: 0.2417442500591278 (0.2012966413250459) | > loss_disc_real_2: 0.2420441210269928 (0.2150335439613887) | > loss_disc_real_3: 0.26821208000183105 (0.22284708797399486) | > loss_disc_real_4: 0.24391955137252808 (0.2153476557162191) | > loss_disc_real_5: 0.2222200483083725 (0.2106136830656656) | > loss_0: 2.4437317848205566 (2.27743336664779) | > grad_norm_0: tensor(46.5028, device='cuda:0') (tensor(18.9453, device='cuda:0')) | > loss_gen: 2.747645378112793 (2.619521534868649) | > loss_kl: 1.4429179430007935 (1.6691757653440749) | > loss_feat: 7.348771572113037 (7.406558871269226) | > loss_mel: 18.977394104003906 (19.891230302197595) | > loss_duration: 2.2086849212646484 (2.103689091014007) | > loss_1: 32.72541809082031 (33.69017572913852) | > grad_norm_1: tensor(336.6881, device='cuda:0') (tensor(205.1210, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.3961 (0.3692116971526828) | > loader_time: 0.0051 (0.004128872283867428)  --> TIME: 2024-06-10 20:13:48 -- STEP: 249/330 -- GLOBAL_STEP: 127850 | > loss_disc: 2.374904155731201 (2.276666939019201) | > loss_disc_real_0: 0.09798149019479752 (0.11379285864382384) | > loss_disc_real_1: 0.22342230379581451 (0.20083230868520507) | > loss_disc_real_2: 0.19741494953632355 (0.21442320248688082) | > loss_disc_real_3: 0.2617853283882141 (0.22289340383556472) | > loss_disc_real_4: 0.20123684406280518 (0.21700917764839878) | > loss_disc_real_5: 0.22352859377861023 (0.21089650977806873) | > loss_0: 2.374904155731201 (2.276666939019201) | > grad_norm_0: tensor(12.3937, device='cuda:0') (tensor(19.6743, device='cuda:0')) | > loss_gen: 2.378141164779663 (2.6155795878674613) | > loss_kl: 1.7330058813095093 (1.6653339546847057) | > loss_feat: 7.013413429260254 (7.410633516120145) | > loss_mel: 19.850330352783203 (19.855419955579155) | > loss_duration: 2.1596298217773438 (2.110325860689918) | > loss_1: 33.134521484375 (33.6572930439409) | > grad_norm_1: tensor(100.6988, device='cuda:0') (tensor(214.6795, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.4212 (0.3736501879481428) | > loader_time: 0.0063 (0.004260312122513493)  --> TIME: 2024-06-10 20:13:59 -- STEP: 274/330 -- GLOBAL_STEP: 127875 | > loss_disc: 2.269606113433838 (2.2734824053562486) | > loss_disc_real_0: 0.13418512046337128 (0.11403861295187127) | > loss_disc_real_1: 0.20830965042114258 (0.20060023156939633) | > loss_disc_real_2: 0.20366117358207703 (0.21453742954852809) | > loss_disc_real_3: 0.19877295196056366 (0.22220581633983738) | > loss_disc_real_4: 0.18438993394374847 (0.21609259445736878) | > loss_disc_real_5: 0.1744718998670578 (0.2098735077646527) | > loss_0: 2.269606113433838 (2.2734824053562486) | > grad_norm_0: tensor(27.5305, device='cuda:0') (tensor(20.3148, device='cuda:0')) | > loss_gen: 2.5191240310668945 (2.6154582369936645) | > loss_kl: 1.7743891477584839 (1.6651843947215672) | > loss_feat: 7.304441928863525 (7.435362840220876) | > loss_mel: 17.721830368041992 (19.799918007676624) | > loss_duration: 2.190166711807251 (2.1168434806983805) | > loss_1: 31.509952545166016 (33.632767127378145) | > grad_norm_1: tensor(408.4506, device='cuda:0') (tensor(228.4641, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.4481 (0.37865638384853845) | > loader_time: 0.0059 (0.004428627717233924)  --> TIME: 2024-06-10 20:14:11 -- STEP: 299/330 -- GLOBAL_STEP: 127900 | > loss_disc: 2.179596424102783 (2.271948894130747) | > loss_disc_real_0: 0.14518070220947266 (0.11464918156880202) | > loss_disc_real_1: 0.21284343302249908 (0.20082152246133142) | > loss_disc_real_2: 0.21055349707603455 (0.21485240842187683) | > loss_disc_real_3: 0.19698980450630188 (0.22169391242756095) | > loss_disc_real_4: 0.16944807767868042 (0.21530622498048188) | > loss_disc_real_5: 0.1744774878025055 (0.20904102144034015) | > loss_0: 2.179596424102783 (2.271948894130747) | > grad_norm_0: tensor(9.8676, device='cuda:0') (tensor(21.8593, device='cuda:0')) | > loss_gen: 2.5386176109313965 (2.6169056102982338) | > loss_kl: 1.8032931089401245 (1.6617565952415851) | > loss_feat: 7.412639617919922 (7.4632930388817424) | > loss_mel: 18.9642391204834 (19.771367758811515) | > loss_duration: 2.2774477005004883 (2.125762530792514) | > loss_1: 32.996238708496094 (33.63908569948331) | > grad_norm_1: tensor(410.1251, device='cuda:0') (tensor(243.7368, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.4654 (0.3849512486154819) | > loader_time: 0.007 (0.004586154401900379)  --> TIME: 2024-06-10 20:14:24 -- STEP: 324/330 -- GLOBAL_STEP: 127925 | > loss_disc: 2.231311798095703 (2.273348022390297) | > loss_disc_real_0: 0.14406752586364746 (0.1148628802786087) | > loss_disc_real_1: 0.2008381336927414 (0.2013927539235648) | > loss_disc_real_2: 0.26964521408081055 (0.21509836425567852) | > loss_disc_real_3: 0.21816997230052948 (0.22125244623533002) | > loss_disc_real_4: 0.21346868574619293 (0.2155476633321356) | > loss_disc_real_5: 0.15946471691131592 (0.20955233298885975) | > loss_0: 2.231311798095703 (2.273348022390297) | > grad_norm_0: tensor(45.9099, device='cuda:0') (tensor(23.0497, device='cuda:0')) | > loss_gen: 2.6691572666168213 (2.6194285426610797) | > loss_kl: 1.8421894311904907 (1.6685935122731295) | > loss_feat: 9.917659759521484 (7.532515268266937) | > loss_mel: 20.264789581298828 (19.738785849677196) | > loss_duration: 2.312011241912842 (2.138820251932848) | > loss_1: 37.00580978393555 (33.69814353519014) | > grad_norm_1: tensor(639.6791, device='cuda:0') (tensor(257.4082, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.626 (0.39624308656763163) | > loader_time: 0.0106 (0.004831809320567567)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3365912437438965 (2.3365912437438965) | > loss_disc_real_0: 0.16032880544662476 (0.16032880544662476) | > loss_disc_real_1: 0.20327983796596527 (0.20327983796596527) | > loss_disc_real_2: 0.29121506214141846 (0.29121506214141846) | > loss_disc_real_3: 0.2039945423603058 (0.2039945423603058) | > loss_disc_real_4: 0.19816480576992035 (0.19816480576992035) | > loss_disc_real_5: 0.22024162113666534 (0.22024162113666534) | > loss_0: 2.3365912437438965 (2.3365912437438965) | > loss_gen: 2.7015023231506348 (2.7015023231506348) | > loss_kl: 1.9489952325820923 (1.9489952325820923) | > loss_feat: 7.040618896484375 (7.040618896484375) | > loss_mel: 19.2305908203125 (19.2305908203125) | > loss_duration: 2.9518842697143555 (2.9518842697143555) | > loss_1: 33.873592376708984 (33.873592376708984)  --> STEP: 1 | > loss_disc: 2.097036838531494 (2.097036838531494) | > loss_disc_real_0: 0.06818459928035736 (0.06818459928035736) | > loss_disc_real_1: 0.22818641364574432 (0.22818641364574432) | > loss_disc_real_2: 0.19101890921592712 (0.19101890921592712) | > loss_disc_real_3: 0.15062285959720612 (0.15062285959720612) | > loss_disc_real_4: 0.17667393386363983 (0.17667393386363983) | > loss_disc_real_5: 0.2164655476808548 (0.2164655476808548) | > loss_0: 2.097036838531494 (2.097036838531494) | > loss_gen: 2.5360591411590576 (2.5360591411590576) | > loss_kl: 2.090824842453003 (2.090824842453003) | > loss_feat: 6.052449703216553 (6.052449703216553) | > loss_mel: 21.463987350463867 (21.463987350463867) | > loss_duration: 2.361269950866699 (2.361269950866699) | > loss_1: 34.50459289550781 (34.50459289550781)  --> STEP: 2 | > loss_disc: 2.1527419090270996 (2.124889373779297) | > loss_disc_real_0: 0.1353224664926529 (0.10175353288650513) | > loss_disc_real_1: 0.13420850038528442 (0.18119745701551437) | > loss_disc_real_2: 0.26107802987098694 (0.22604846954345703) | > loss_disc_real_3: 0.24941639602184296 (0.20001962780952454) | > loss_disc_real_4: 0.18926061689853668 (0.18296727538108826) | > loss_disc_real_5: 0.17460106313228607 (0.19553330540657043) | > loss_0: 2.1527419090270996 (2.124889373779297) | > loss_gen: 2.4385786056518555 (2.4873188734054565) | > loss_kl: 1.8369778394699097 (1.9639013409614563) | > loss_feat: 5.875756740570068 (5.9641032218933105) | > loss_mel: 21.953004837036133 (21.70849609375) | > loss_duration: 2.396418809890747 (2.378844380378723) | > loss_1: 34.500736236572266 (34.50266456604004)  --> STEP: 3 | > loss_disc: 2.0880496501922607 (2.1126094659169516) | > loss_disc_real_0: 0.10988739132881165 (0.10446481903394063) | > loss_disc_real_1: 0.25291475653648376 (0.20510322352250418) | > loss_disc_real_2: 0.19029338657855988 (0.214130108555158) | > loss_disc_real_3: 0.1286434382200241 (0.17622756461302438) | > loss_disc_real_4: 0.21030019223690033 (0.19207824766635895) | > loss_disc_real_5: 0.25629982352256775 (0.2157888114452362) | > loss_0: 2.0880496501922607 (2.1126094659169516) | > loss_gen: 2.9538180828094482 (2.6428186098734536) | > loss_kl: 2.053169012069702 (1.9936572313308716) | > loss_feat: 8.094245910644531 (6.674150784810384) | > loss_mel: 20.116432189941406 (21.1778081258138) | > loss_duration: 2.2454490661621094 (2.334379275639852) | > loss_1: 35.46311569213867 (34.82281494140625)  --> STEP: 4 | > loss_disc: 1.9799273014068604 (2.0794389247894287) | > loss_disc_real_0: 0.05485454946756363 (0.09206225164234638) | > loss_disc_real_1: 0.17432527244091034 (0.1974087357521057) | > loss_disc_real_2: 0.1819409877061844 (0.20608282834291458) | > loss_disc_real_3: 0.1728130280971527 (0.17537393048405647) | > loss_disc_real_4: 0.16200865805149078 (0.1845608502626419) | > loss_disc_real_5: 0.2087271511554718 (0.2140233963727951) | > loss_0: 1.9799273014068604 (2.0794389247894287) | > loss_gen: 2.54483962059021 (2.618323862552643) | > loss_kl: 1.830026388168335 (1.9527495205402374) | > loss_feat: 7.223058700561523 (6.811377763748169) | > loss_mel: 20.340009689331055 (20.968358516693115) | > loss_duration: 2.2301111221313477 (2.308312237262726) | > loss_1: 34.16804504394531 (34.659122467041016)  --> STEP: 5 | > loss_disc: 2.2460858821868896 (2.112768316268921) | > loss_disc_real_0: 0.07334841787815094 (0.08831948488950729) | > loss_disc_real_1: 0.18730145692825317 (0.1953872799873352) | > loss_disc_real_2: 0.23715904355049133 (0.21229807138442994) | > loss_disc_real_3: 0.252603143453598 (0.19081977307796477) | > loss_disc_real_4: 0.19991298019886017 (0.18763127624988557) | > loss_disc_real_5: 0.22905509173870087 (0.21702973544597626) | > loss_0: 2.2460858821868896 (2.112768316268921) | > loss_gen: 2.3875997066497803 (2.5721790313720705) | > loss_kl: 1.7571897506713867 (1.9136375665664673) | > loss_feat: 6.250009059906006 (6.6991040229797365) | > loss_mel: 20.592226028442383 (20.89313201904297) | > loss_duration: 2.405585289001465 (2.327766847610474) | > loss_1: 33.392608642578125 (34.405819702148435)  --> STEP: 6 | > loss_disc: 2.375847578048706 (2.1566148598988852) | > loss_disc_real_0: 0.0827447772026062 (0.08739036694169044) | > loss_disc_real_1: 0.2517944276332855 (0.20478847126166025) | > loss_disc_real_2: 0.25130322575569153 (0.21879893044630686) | > loss_disc_real_3: 0.26811331510543823 (0.2037020300825437) | > loss_disc_real_4: 0.21250565350055695 (0.19177700579166412) | > loss_disc_real_5: 0.21401596069335938 (0.21652743965387344) | > loss_0: 2.375847578048706 (2.1566148598988852) | > loss_gen: 2.6232454776763916 (2.580690105756124) | > loss_kl: 1.7007405757904053 (1.878154734770457) | > loss_feat: 6.070870399475098 (6.594398419062297) | > loss_mel: 20.050642013549805 (20.75271701812744) | > loss_duration: 2.1288115978240967 (2.294607639312744) | > loss_1: 32.574310302734375 (34.10056813557943)  --> STEP: 7 | > loss_disc: 2.4113245010375977 (2.1930019514901296) | > loss_disc_real_0: 0.061012811958789825 (0.08362214480127607) | > loss_disc_real_1: 0.25168880820274353 (0.21148851939610072) | > loss_disc_real_2: 0.22754091024398804 (0.22004778470311845) | > loss_disc_real_3: 0.20926493406295776 (0.20449673065117427) | > loss_disc_real_4: 0.17779149115085602 (0.18977907512869155) | > loss_disc_real_5: 0.2227226197719574 (0.2174124653850283) | > loss_0: 2.4113245010375977 (2.1930019514901296) | > loss_gen: 2.2059948444366455 (2.5271622112819125) | > loss_kl: 2.316093683242798 (1.940717441695077) | > loss_feat: 4.918062210083008 (6.354921817779541) | > loss_mel: 17.964427947998047 (20.354390008108957) | > loss_duration: 2.3382434844970703 (2.3008413314819336) | > loss_1: 29.742822647094727 (33.4780330657959)  --> STEP: 8 | > loss_disc: 2.083871364593506 (2.1793606281280518) | > loss_disc_real_0: 0.08852604776620865 (0.08423513267189264) | > loss_disc_real_1: 0.17702540755271912 (0.20718063041567802) | > loss_disc_real_2: 0.12040239572525024 (0.20759211108088493) | > loss_disc_real_3: 0.1368960291147232 (0.1960466429591179) | > loss_disc_real_4: 0.16678982973098755 (0.18690541945397854) | > loss_disc_real_5: 0.16191528737545013 (0.21047531813383102) | > loss_0: 2.083871364593506 (2.1793606281280518) | > loss_gen: 2.5130624771118164 (2.5253997445106506) | > loss_kl: 2.6215999126434326 (2.0258277505636215) | > loss_feat: 13.10050106048584 (7.198119223117828) | > loss_mel: 22.3380184173584 (20.602343559265137) | > loss_duration: 2.1720659732818604 (2.2847444117069244) | > loss_1: 42.74524688720703 (34.63643479347229)  --> STEP: 9 | > loss_disc: 2.424130439758301 (2.206557273864746) | > loss_disc_real_0: 0.09647846221923828 (0.08559550262159771) | > loss_disc_real_1: 0.19522720575332642 (0.20585247211986119) | > loss_disc_real_2: 0.2536134719848633 (0.2127055956257714) | > loss_disc_real_3: 0.21168287098407745 (0.19778400162855783) | > loss_disc_real_4: 0.1869622766971588 (0.18691173692544302) | > loss_disc_real_5: 0.21804070472717285 (0.21131591664420235) | > loss_0: 2.424130439758301 (2.206557273864746) | > loss_gen: 2.325375556945801 (2.503174834781223) | > loss_kl: 1.7969633340835571 (2.0003983709547253) | > loss_feat: 8.836162567138672 (7.380124039120144) | > loss_mel: 21.474750518798828 (20.69927766587999) | > loss_duration: 2.0801644325256348 (2.2620133029090033) | > loss_1: 36.5134162902832 (34.84498829311795)  --> STEP: 10 | > loss_disc: 2.059889316558838 (2.1918904781341553) | > loss_disc_real_0: 0.11065924167633057 (0.088101876527071) | > loss_disc_real_1: 0.21168309450149536 (0.20643553435802459) | > loss_disc_real_2: 0.20982429385185242 (0.21241746544837953) | > loss_disc_real_3: 0.1786739081144333 (0.19587299227714539) | > loss_disc_real_4: 0.19817760586738586 (0.1880383238196373) | > loss_disc_real_5: 0.22506439685821533 (0.21269076466560363) | > loss_0: 2.059889316558838 (2.1918904781341553) | > loss_gen: 2.744626998901367 (2.527320051193237) | > loss_kl: 1.8741369247436523 (1.9877722263336182) | > loss_feat: 7.339319705963135 (7.376043605804443) | > loss_mel: 19.61846351623535 (20.591196250915527) | > loss_duration: 2.234802722930908 (2.259292244911194) | > loss_1: 33.81135177612305 (34.741624641418454)  --> STEP: 11 | > loss_disc: 2.3128061294555664 (2.2028828100724653) | > loss_disc_real_0: 0.06362025439739227 (0.08587627451528203) | > loss_disc_real_1: 0.16994577646255493 (0.20311828364025464) | > loss_disc_real_2: 0.22916771471500397 (0.21394021538170901) | > loss_disc_real_3: 0.1967751681804657 (0.19595500826835632) | > loss_disc_real_4: 0.20222437381744385 (0.1893279647285288) | > loss_disc_real_5: 0.24530011415481567 (0.21565525098280472) | > loss_0: 2.3128061294555664 (2.2028828100724653) | > loss_gen: 2.265732765197754 (2.5035393888300117) | > loss_kl: 2.2080798149108887 (2.0078001889315518) | > loss_feat: 6.335007190704346 (7.281403931704435) | > loss_mel: 18.755220413208008 (20.42428935657848) | > loss_duration: 2.3781094551086426 (2.270093809474598) | > loss_1: 31.942150115966797 (34.487126957286485)  --> STEP: 12 | > loss_disc: 2.405673027038574 (2.219781994819641) | > loss_disc_real_0: 0.05460812896490097 (0.08327059571941693) | > loss_disc_real_1: 0.24496427178382874 (0.2066054493188858) | > loss_disc_real_2: 0.20716364681720734 (0.2133755013346672) | > loss_disc_real_3: 0.2622204124927521 (0.20147712528705597) | > loss_disc_real_4: 0.2513508200645447 (0.19449653600653014) | > loss_disc_real_5: 0.26568230986595154 (0.2198241725564003) | > loss_0: 2.405673027038574 (2.219781994819641) | > loss_gen: 2.4625957012176514 (2.5001274148623147) | > loss_kl: 1.6716912984848022 (1.9797911147276561) | > loss_feat: 6.884085178375244 (7.248294035593669) | > loss_mel: 19.674985885620117 (20.361847400665283) | > loss_duration: 2.1686246395111084 (2.261638045310974) | > loss_1: 32.86198043823242 (34.35169808069865)  --> STEP: 13 | > loss_disc: 2.2243521213531494 (2.2201335430145264) | > loss_disc_real_0: 0.06853926181793213 (0.08213741618853349) | > loss_disc_real_1: 0.1675351858139038 (0.20360004443388718) | > loss_disc_real_2: 0.15414950251579285 (0.20881965527167687) | > loss_disc_real_3: 0.23780453205108643 (0.20427154119198138) | > loss_disc_real_4: 0.22896447777748108 (0.19714791614275712) | > loss_disc_real_5: 0.2588227689266205 (0.22282406458487877) | > loss_0: 2.2243521213531494 (2.2201335430145264) | > loss_gen: 2.484408140182495 (2.4989182398869443) | > loss_kl: 2.075260877609253 (1.987134942641625) | > loss_feat: 9.53892707824707 (7.424496577336238) | > loss_mel: 19.790382385253906 (20.317888553325947) | > loss_duration: 2.0599913597106934 (2.2461267618032603) | > loss_1: 35.948970794677734 (34.4745652125432)  --> STEP: 14 | > loss_disc: 2.3399438858032227 (2.22869142464229) | > loss_disc_real_0: 0.20458295941352844 (0.09088352641889028) | > loss_disc_real_1: 0.13200588524341583 (0.1984861759202821) | > loss_disc_real_2: 0.2139785885810852 (0.2091881505080632) | > loss_disc_real_3: 0.21278777718544006 (0.20487984376294271) | > loss_disc_real_4: 0.24470488727092743 (0.20054484265191214) | > loss_disc_real_5: 0.2103213518857956 (0.2219310136778014) | > loss_0: 2.3399438858032227 (2.22869142464229) | > loss_gen: 2.4111204147338867 (2.492646966661726) | > loss_kl: 2.82681941986084 (2.0471124053001404) | > loss_feat: 7.2612433433532715 (7.41283563205174) | > loss_mel: 23.316499710083008 (20.53207506452288) | > loss_duration: 2.361691951751709 (2.2543814182281494) | > loss_1: 38.17737579345703 (34.73905168260847)  --> STEP: 15 | > loss_disc: 2.3027865886688232 (2.2336311022440594) | > loss_disc_real_0: 0.06414151936769485 (0.08910072594881058) | > loss_disc_real_1: 0.24151432514190674 (0.20135471920172374) | > loss_disc_real_2: 0.24053440988063812 (0.2112779011329015) | > loss_disc_real_3: 0.17341271042823792 (0.2027820348739624) | > loss_disc_real_4: 0.1461232751607895 (0.19691673815250396) | > loss_disc_real_5: 0.17073558270931244 (0.2185179849465688) | > loss_0: 2.3027865886688232 (2.2336311022440594) | > loss_gen: 2.538545608520508 (2.495706876118978) | > loss_kl: 2.4633076190948486 (2.0748587528864544) | > loss_feat: 10.295709609985352 (7.605027230580648) | > loss_mel: 19.52715301513672 (20.46508026123047) | > loss_duration: 2.283702850341797 (2.2563361803690594) | > loss_1: 37.10841751098633 (34.897009404500324)  --> STEP: 16 | > loss_disc: 2.553832769393921 (2.2536437064409256) | > loss_disc_real_0: 0.09396877884864807 (0.08940497925505042) | > loss_disc_real_1: 0.12625765800476074 (0.19666115287691355) | > loss_disc_real_2: 0.1928797960281372 (0.21012801956385374) | > loss_disc_real_3: 0.24865196645259857 (0.20564890559762716) | > loss_disc_real_4: 0.24320897459983826 (0.19981000293046236) | > loss_disc_real_5: 0.14822211861610413 (0.21412449330091476) | > loss_0: 2.553832769393921 (2.2536437064409256) | > loss_gen: 2.2083077430725098 (2.4777444303035736) | > loss_kl: 1.8705198764801025 (2.0620875731110573) | > loss_feat: 8.559192657470703 (7.664662569761276) | > loss_mel: 21.22446632385254 (20.512541890144348) | > loss_duration: 2.347959041595459 (2.2620626091957092) | > loss_1: 36.210445404052734 (34.97909915447235)  --> STEP: 17 | > loss_disc: 2.261500358581543 (2.2541058624491974) | > loss_disc_real_0: 0.10309465229511261 (0.09021025413975996) | > loss_disc_real_1: 0.1752242147922516 (0.19540015651899226) | > loss_disc_real_2: 0.24422219395637512 (0.21213355923400207) | > loss_disc_real_3: 0.22402460873126984 (0.20672982931137085) | > loss_disc_real_4: 0.24862706661224365 (0.20268159491174362) | > loss_disc_real_5: 0.20094725489616394 (0.21334936163004706) | > loss_0: 2.261500358581543 (2.2541058624491974) | > loss_gen: 2.468938112258911 (2.477226411595064) | > loss_kl: 1.670612096786499 (2.039059603915495) | > loss_feat: 5.728546619415283 (7.550773396211512) | > loss_mel: 20.019956588745117 (20.483566284179688) | > loss_duration: 2.3489534854888916 (2.267173837212955) | > loss_1: 32.23700714111328 (34.817799624274755)  --> STEP: 18 | > loss_disc: 1.6667840480804443 (2.2214768727620444) | > loss_disc_real_0: 0.09775817394256592 (0.09062958301769362) | > loss_disc_real_1: 0.17809417843818665 (0.19443871329228082) | > loss_disc_real_2: 0.20631363987922668 (0.21181023038095897) | > loss_disc_real_3: 0.07416677474975586 (0.19936521516905892) | > loss_disc_real_4: 0.1071750670671463 (0.19737567669815487) | > loss_disc_real_5: 0.11811397224664688 (0.20805850666430262) | > loss_0: 1.6667840480804443 (2.2214768727620444) | > loss_gen: 3.036285161972046 (2.508285231060452) | > loss_kl: 2.2302629947662354 (2.049682014518314) | > loss_feat: 10.103996276855469 (7.692619111802843) | > loss_mel: 22.48361587524414 (20.594680150349934) | > loss_duration: 2.2228667736053467 (2.264712333679199) | > loss_1: 40.0770263671875 (35.10997888776991)  --> STEP: 19 | > loss_disc: 2.4765748977661133 (2.2349030846043636) | > loss_disc_real_0: 0.15570759773254395 (0.09405474168689627) | > loss_disc_real_1: 0.22245074808597565 (0.1959130309130016) | > loss_disc_real_2: 0.30046531558036804 (0.21647628749671735) | > loss_disc_real_3: 0.23729169368743896 (0.2013613456173947) | > loss_disc_real_4: 0.23289847373962402 (0.1992452975950743) | > loss_disc_real_5: 0.29026487469673157 (0.2123851576133778) | > loss_0: 2.4765748977661133 (2.2349030846043636) | > loss_gen: 2.4652438163757324 (2.5060198934454667) | > loss_kl: 1.641646146774292 (2.0282064425317863) | > loss_feat: 5.6982526779174805 (7.587652457387824) | > loss_mel: 20.934247970581055 (20.612552140888415) | > loss_duration: 2.2916817665100098 (2.2661317775124) | > loss_1: 33.03107452392578 (35.00056286862022)  --> STEP: 20 | > loss_disc: 2.1453514099121094 (2.230425500869751) | > loss_disc_real_0: 0.128864124417305 (0.09579521082341672) | > loss_disc_real_1: 0.1790282130241394 (0.1950687900185585) | > loss_disc_real_2: 0.2725910544395447 (0.21928202584385872) | > loss_disc_real_3: 0.18285301327705383 (0.20043592900037766) | > loss_disc_real_4: 0.14413027465343475 (0.19648954644799232) | > loss_disc_real_5: 0.1239699050784111 (0.2079643949866295) | > loss_0: 2.1453514099121094 (2.230425500869751) | > loss_gen: 2.4453046321868896 (2.5029841303825378) | > loss_kl: 1.781798005104065 (2.0158860206604006) | > loss_feat: 7.451966285705566 (7.580868148803711) | > loss_mel: 21.463815689086914 (20.65511531829834) | > loss_duration: 2.30257248878479 (2.2679538130760193) | > loss_1: 35.445457458496094 (35.022807598114014)  --> STEP: 21 | > loss_disc: 2.179023265838623 (2.227977775392078) | > loss_disc_real_0: 0.08289151638746262 (0.09518074918360937) | > loss_disc_real_1: 0.2525503933429718 (0.19780600922448294) | > loss_disc_real_2: 0.20965223014354706 (0.21882346414384388) | > loss_disc_real_3: 0.22076670825481415 (0.201404061345827) | > loss_disc_real_4: 0.20522427558898926 (0.19690548593089693) | > loss_disc_real_5: 0.15284690260887146 (0.20533975249245054) | > loss_0: 2.179023265838623 (2.227977775392078) | > loss_gen: 2.5729684829711914 (2.5063167186010453) | > loss_kl: 1.7328907251358032 (2.002410054206848) | > loss_feat: 7.559231758117676 (7.579837844485328) | > loss_mel: 20.337505340576172 (20.639991033644904) | > loss_duration: 2.1517956256866455 (2.2624224708193825) | > loss_1: 34.35438919067383 (34.99097815014067)  --> STEP: 22 | > loss_disc: 2.1327667236328125 (2.223650000312112) | > loss_disc_real_0: 0.12926647067070007 (0.09673010016029532) | > loss_disc_real_1: 0.20277613401412964 (0.1980319239876487) | > loss_disc_real_2: 0.2907457649707794 (0.22209265963597732) | > loss_disc_real_3: 0.24967777729034424 (0.20359832116148688) | > loss_disc_real_4: 0.1729561984539032 (0.19581688195466995) | > loss_disc_real_5: 0.16804082691669464 (0.20364434678446164) | > loss_0: 2.1327667236328125 (2.223650000312112) | > loss_gen: 2.724607229232788 (2.5162390145388516) | > loss_kl: 1.7810708284378052 (1.9923491803082554) | > loss_feat: 7.851413249969482 (7.592182181098244) | > loss_mel: 21.31747817993164 (20.670785903930664) | > loss_duration: 2.1465749740600586 (2.2571566755121406) | > loss_1: 35.821144104003906 (35.02871296622536)  --> STEP: 23 | > loss_disc: 2.2223753929138184 (2.2235945825991426) | > loss_disc_real_0: 0.05836234986782074 (0.09506193710410077) | > loss_disc_real_1: 0.1761312186717987 (0.1970797194086987) | > loss_disc_real_2: 0.244417205452919 (0.22306329206280087) | > loss_disc_real_3: 0.11754971742630005 (0.1998570775208266) | > loss_disc_real_4: 0.20137976109981537 (0.19605874626532846) | > loss_disc_real_5: 0.208542138338089 (0.203857294243315) | > loss_0: 2.2223753929138184 (2.2235945825991426) | > loss_gen: 2.5541305541992188 (2.5178864727849546) | > loss_kl: 2.6015231609344482 (2.0188350055528725) | > loss_feat: 7.791158199310303 (7.6008333123248555) | > loss_mel: 20.27979278564453 (20.653786203135613) | > loss_duration: 2.2507686614990234 (2.25687893577244) | > loss_1: 35.47737121582031 (35.04821984664254)  --> STEP: 24 | > loss_disc: 1.9758539199829102 (2.213272054990133) | > loss_disc_real_0: 0.101471446454525 (0.09532899999370177) | > loss_disc_real_1: 0.15728263556957245 (0.19542150758206844) | > loss_disc_real_2: 0.2150464802980423 (0.22272925823926926) | > loss_disc_real_3: 0.18618658185005188 (0.19928747353454432) | > loss_disc_real_4: 0.14513486623764038 (0.19393691793084145) | > loss_disc_real_5: 0.1593892127275467 (0.2020044575134913) | > loss_0: 1.9758539199829102 (2.213272054990133) | > loss_gen: 2.4800968170166016 (2.5163119037946067) | > loss_kl: 2.148244857788086 (2.02422708272934) | > loss_feat: 8.359184265136719 (7.632431268692017) | > loss_mel: 20.33478546142578 (20.64049450556437) | > loss_duration: 2.380458354949951 (2.2620280782381696) | > loss_1: 35.7027702331543 (35.075492779413864)  --> STEP: 25 | > loss_disc: 2.462097406387329 (2.2232250690460207) | > loss_disc_real_0: 0.1232425644993782 (0.09644554257392883) | > loss_disc_real_1: 0.2524118423461914 (0.19770112097263337) | > loss_disc_real_2: 0.17995911836624146 (0.22101845264434813) | > loss_disc_real_3: 0.1784084588289261 (0.19845231294631957) | > loss_disc_real_4: 0.26085999608039856 (0.19661384105682372) | > loss_disc_real_5: 0.2911249101161957 (0.2055692756175995) | > loss_0: 2.462097406387329 (2.2232250690460207) | > loss_gen: 2.4301836490631104 (2.5128667736053467) | > loss_kl: 2.1494171619415283 (2.0292346858978276) | > loss_feat: 7.34988260269165 (7.621129322052002) | > loss_mel: 19.03373146057129 (20.57622398376465) | > loss_duration: 2.3298592567443848 (2.2647413253784183) | > loss_1: 33.29307556152344 (35.004196090698244)  --> STEP: 26 | > loss_disc: 1.9539834260940552 (2.212869621240176) | > loss_disc_real_0: 0.0381171889603138 (0.09420214435802056) | > loss_disc_real_1: 0.1330917328596115 (0.1952161445067479) | > loss_disc_real_2: 0.1650497019290924 (0.2188658083860691) | > loss_disc_real_3: 0.11145750433206558 (0.19510635876884827) | > loss_disc_real_4: 0.2331843078136444 (0.19802039747054762) | > loss_disc_real_5: 0.10337820649147034 (0.20163884988197914) | > loss_0: 1.9539834260940552 (2.212869621240176) | > loss_gen: 2.3669803142547607 (2.5072557559380164) | > loss_kl: 1.8762131929397583 (2.023349243860979) | > loss_feat: 17.512388229370117 (8.001562356948853) | > loss_mel: 22.77496337890625 (20.660790883577786) | > loss_duration: 2.2912330627441406 (2.265760238354023) | > loss_1: 46.821781158447266 (35.45871859330397) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023274421691894527 (-4.980197319617635e-05) | > avg_loss_disc: 2.212869621240176 (-0.14765133307530265) | > avg_loss_disc_real_0: 0.09420214435802056 (-0.008343694731593132) | > avg_loss_disc_real_1: 0.1952161445067479 (-0.08202143873159695) | > avg_loss_disc_real_2: 0.2188658083860691 (-0.0327653317497327) | > avg_loss_disc_real_3: 0.19510635876884827 (-0.11216370274241158) | > avg_loss_disc_real_4: 0.19802039747054762 (-0.044813759338397235) | > avg_loss_disc_real_5: 0.20163884988197914 (-0.018651895225048065) | > avg_loss_0: 2.212869621240176 (-0.14765133307530265) | > avg_loss_gen: 2.5072557559380164 (-0.17201526806904743) | > avg_loss_kl: 2.023349243860979 (-0.12957577980481583) | > avg_loss_feat: 8.001562356948853 (+1.0850807124605542) | > avg_loss_mel: 20.660790883577786 (+1.492889871964092) | > avg_loss_duration: 2.265760238354023 (-0.0020683361933779842) | > avg_loss_1: 35.45871859330397 (+2.2743117259098966)  > EPOCH: 121/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:14:46)   --> TIME: 2024-06-10 20:14:53 -- STEP: 19/330 -- GLOBAL_STEP: 127950 | > loss_disc: 2.21451473236084 (2.311999383725618) | > loss_disc_real_0: 0.10790253430604935 (0.10781322615711313) | > loss_disc_real_1: 0.1958950012922287 (0.20750970275778519) | > loss_disc_real_2: 0.2060544639825821 (0.21574977040290833) | > loss_disc_real_3: 0.19675762951374054 (0.22228610045031497) | > loss_disc_real_4: 0.1932651847600937 (0.22537009888573697) | > loss_disc_real_5: 0.18457695841789246 (0.217535431447782) | > loss_0: 2.21451473236084 (2.311999383725618) | > grad_norm_0: tensor(15.2500, device='cuda:0') (tensor(14.7599, device='cuda:0')) | > loss_gen: 2.4555537700653076 (2.5305848749060376) | > loss_kl: 1.697561502456665 (1.6504131430073787) | > loss_feat: 7.363113880157471 (6.839672088623047) | > loss_mel: 18.739788055419922 (19.927644328067178) | > loss_duration: 2.099335193634033 (2.1979808305439197) | > loss_1: 32.35535430908203 (33.14629474439119) | > grad_norm_1: tensor(139.5716, device='cuda:0') (tensor(142.9805, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3353 (0.33580209079541656) | > loader_time: 0.0031 (0.0028667198984246504)  --> TIME: 2024-06-10 20:15:02 -- STEP: 44/330 -- GLOBAL_STEP: 127975 | > loss_disc: 2.2452898025512695 (2.2802500237118113) | > loss_disc_real_0: 0.1012258380651474 (0.10903859121555631) | > loss_disc_real_1: 0.2009800225496292 (0.20059181174094026) | > loss_disc_real_2: 0.20519372820854187 (0.21565112505446782) | > loss_disc_real_3: 0.2201773226261139 (0.22247064012018117) | > loss_disc_real_4: 0.20952937006950378 (0.22114137221466412) | > loss_disc_real_5: 0.19626089930534363 (0.2145581062544476) | > loss_0: 2.2452898025512695 (2.2802500237118113) | > grad_norm_0: tensor(14.3699, device='cuda:0') (tensor(13.7540, device='cuda:0')) | > loss_gen: 2.535255193710327 (2.576019124551253) | > loss_kl: 1.8312219381332397 (1.6268974217501553) | > loss_feat: 7.668929576873779 (7.14520631053231) | > loss_mel: 20.018705368041992 (19.978904897516426) | > loss_duration: 2.0153164863586426 (2.127337257970463) | > loss_1: 34.069427490234375 (33.45436455986717) | > grad_norm_1: tensor(92.4388, device='cuda:0') (tensor(146.8736, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3517 (0.3373265645720741) | > loader_time: 0.0037 (0.003107098015871915)  --> TIME: 2024-06-10 20:15:11 -- STEP: 69/330 -- GLOBAL_STEP: 128000 | > loss_disc: 2.4191668033599854 (2.280312040577764) | > loss_disc_real_0: 0.11951334774494171 (0.10955175422671912) | > loss_disc_real_1: 0.21284006536006927 (0.20050968769667804) | > loss_disc_real_2: 0.2175716906785965 (0.2150432890739994) | > loss_disc_real_3: 0.22453446686267853 (0.22285224778064783) | > loss_disc_real_4: 0.20609140396118164 (0.21832228333189868) | > loss_disc_real_5: 0.217043936252594 (0.21095297539579697) | > loss_0: 2.4191668033599854 (2.280312040577764) | > grad_norm_0: tensor(6.1615, device='cuda:0') (tensor(12.6797, device='cuda:0')) | > loss_gen: 2.3550705909729004 (2.5732164797575576) | > loss_kl: 1.6993699073791504 (1.6303725294444873) | > loss_feat: 7.264960765838623 (7.24581339739371) | > loss_mel: 19.91763687133789 (20.016712631004445) | > loss_duration: 1.997117519378662 (2.1028555234273267) | > loss_1: 33.234153747558594 (33.568970196488976) | > grad_norm_1: tensor(102.1017, device='cuda:0') (tensor(143.6600, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3365 (0.33991406620412623) | > loader_time: 0.0034 (0.003233045771502066) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_128000.pth  --> TIME: 2024-06-10 20:15:26 -- STEP: 94/330 -- GLOBAL_STEP: 128025 | > loss_disc: 2.4898147583007812 (2.2825131746048637) | > loss_disc_real_0: 0.07934162020683289 (0.11201709635714267) | > loss_disc_real_1: 0.23915879428386688 (0.20179779415434979) | > loss_disc_real_2: 0.2009773999452591 (0.21364352075343437) | > loss_disc_real_3: 0.23126356303691864 (0.22184699203105682) | > loss_disc_real_4: 0.2148420512676239 (0.2177337926435978) | > loss_disc_real_5: 0.22450771927833557 (0.21052625093688357) | > loss_0: 2.4898147583007812 (2.2825131746048637) | > grad_norm_0: tensor(27.5264, device='cuda:0') (tensor(13.0289, device='cuda:0')) | > loss_gen: 2.4780282974243164 (2.579557383314092) | > loss_kl: 1.795449137687683 (1.6394551421733612) | > loss_feat: 6.771851539611816 (7.243723154067993) | > loss_mel: 19.398345947265625 (19.98492425553343) | > loss_duration: 2.1107301712036133 (2.092010681933545) | > loss_1: 32.554405212402344 (33.53967039635842) | > grad_norm_1: tensor(294.1315, device='cuda:0') (tensor(150.8866, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3641 (0.34992302985901536) | > loader_time: 0.0038 (0.0034439310114434424)  --> TIME: 2024-06-10 20:15:35 -- STEP: 119/330 -- GLOBAL_STEP: 128050 | > loss_disc: 2.158581018447876 (2.2841875953834596) | > loss_disc_real_0: 0.10665276646614075 (0.11300824244483178) | > loss_disc_real_1: 0.18349730968475342 (0.20103432463497675) | > loss_disc_real_2: 0.23392733931541443 (0.21549472738714778) | > loss_disc_real_3: 0.199000746011734 (0.2229039002867306) | > loss_disc_real_4: 0.2222306877374649 (0.21728912308937362) | > loss_disc_real_5: 0.19694292545318604 (0.2103969231874001) | > loss_0: 2.158581018447876 (2.2841875953834596) | > grad_norm_0: tensor(7.3084, device='cuda:0') (tensor(13.3482, device='cuda:0')) | > loss_gen: 2.7807703018188477 (2.5809184763611865) | > loss_kl: 1.6333386898040771 (1.644766190472771) | > loss_feat: 8.061144828796387 (7.267508474718623) | > loss_mel: 19.77533531188965 (19.951486603552553) | > loss_duration: 2.0565121173858643 (2.0871566854605144) | > loss_1: 34.307098388671875 (33.53183621318398) | > grad_norm_1: tensor(236.0655, device='cuda:0') (tensor(165.2603, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3688 (0.3547112701319847) | > loader_time: 0.0047 (0.003628420228717708)  --> TIME: 2024-06-10 20:15:45 -- STEP: 144/330 -- GLOBAL_STEP: 128075 | > loss_disc: 2.1863253116607666 (2.289491946498553) | > loss_disc_real_0: 0.09717565774917603 (0.11381025188085106) | > loss_disc_real_1: 0.2093827724456787 (0.20216865692701605) | > loss_disc_real_2: 0.21183128654956818 (0.215898791121112) | > loss_disc_real_3: 0.2017945498228073 (0.2231994483412968) | > loss_disc_real_4: 0.19567006826400757 (0.2166562114531795) | > loss_disc_real_5: 0.20683789253234863 (0.21047166921198368) | > loss_0: 2.1863253116607666 (2.289491946498553) | > grad_norm_0: tensor(20.2787, device='cuda:0') (tensor(14.5982, device='cuda:0')) | > loss_gen: 2.780874013900757 (2.580361094739702) | > loss_kl: 1.5266505479812622 (1.6414048324028652) | > loss_feat: 8.733080863952637 (7.2679585218429565) | > loss_mel: 20.0147762298584 (19.92533418867323) | > loss_duration: 2.0559117794036865 (2.088411954542001) | > loss_1: 35.11129379272461 (33.50347039434642) | > grad_norm_1: tensor(386.1253, device='cuda:0') (tensor(174.9713, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3669 (0.358507447772556) | > loader_time: 0.0044 (0.0037870241536034476)  --> TIME: 2024-06-10 20:15:54 -- STEP: 169/330 -- GLOBAL_STEP: 128100 | > loss_disc: 2.358260154724121 (2.2883831156781427) | > loss_disc_real_0: 0.15341567993164062 (0.11484566405856397) | > loss_disc_real_1: 0.208440363407135 (0.20239937296633181) | > loss_disc_real_2: 0.2323494404554367 (0.21674501067082558) | > loss_disc_real_3: 0.24408774077892303 (0.2230256539301054) | > loss_disc_real_4: 0.22772254049777985 (0.21594324434650014) | > loss_disc_real_5: 0.2348153442144394 (0.20979568018363073) | > loss_0: 2.358260154724121 (2.2883831156781427) | > grad_norm_0: tensor(21.8871, device='cuda:0') (tensor(15.6126, device='cuda:0')) | > loss_gen: 2.560197591781616 (2.5905733475318327) | > loss_kl: 1.7669881582260132 (1.6470073419209768) | > loss_feat: 6.631777286529541 (7.30519362455289) | > loss_mel: 19.187246322631836 (19.905962317652953) | > loss_duration: 2.1206247806549072 (2.0907240287792033) | > loss_1: 32.2668342590332 (33.53946044741294) | > grad_norm_1: tensor(271.5530, device='cuda:0') (tensor(193.3227, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3732 (0.3605332064205374) | > loader_time: 0.0046 (0.003879253680889423)  --> TIME: 2024-06-10 20:16:04 -- STEP: 194/330 -- GLOBAL_STEP: 128125 | > loss_disc: 2.443265914916992 (2.288630005010623) | > loss_disc_real_0: 0.13585872948169708 (0.11525727818076759) | > loss_disc_real_1: 0.19340084493160248 (0.2020670052656193) | > loss_disc_real_2: 0.31642085313796997 (0.2175791844264748) | > loss_disc_real_3: 0.23792439699172974 (0.22330694768539408) | > loss_disc_real_4: 0.22249501943588257 (0.21553360240668365) | > loss_disc_real_5: 0.22283370792865753 (0.209779909667895) | > loss_0: 2.443265914916992 (2.288630005010623) | > grad_norm_0: tensor(32.8313, device='cuda:0') (tensor(16.6804, device='cuda:0')) | > loss_gen: 2.6883528232574463 (2.592877095507592) | > loss_kl: 1.650168776512146 (1.6436409458671648) | > loss_feat: 7.294933795928955 (7.316620976654525) | > loss_mel: 20.12368392944336 (19.869362958927734) | > loss_duration: 2.105910301208496 (2.0958333918728766) | > loss_1: 33.8630485534668 (33.51833522442685) | > grad_norm_1: tensor(315.0431, device='cuda:0') (tensor(202.7062, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.3744 (0.3628925158805454) | > loader_time: 0.0047 (0.00400976421906776)  --> TIME: 2024-06-10 20:16:14 -- STEP: 219/330 -- GLOBAL_STEP: 128150 | > loss_disc: 2.0783045291900635 (2.2837832518364176) | > loss_disc_real_0: 0.0858047753572464 (0.11613670364022255) | > loss_disc_real_1: 0.20552150905132294 (0.20124827910503837) | > loss_disc_real_2: 0.22065769135951996 (0.2175453278027713) | > loss_disc_real_3: 0.22701911628246307 (0.22309279754825923) | > loss_disc_real_4: 0.20537281036376953 (0.21518879087820444) | > loss_disc_real_5: 0.26238635182380676 (0.20948218734569202) | > loss_0: 2.0783045291900635 (2.2837832518364176) | > grad_norm_0: tensor(5.5685, device='cuda:0') (tensor(18.5882, device='cuda:0')) | > loss_gen: 2.849968194961548 (2.6012950868911395) | > loss_kl: 1.7949339151382446 (1.644446893914105) | > loss_feat: 8.252543449401855 (7.347445440074624) | > loss_mel: 20.544872283935547 (19.84985598037231) | > loss_duration: 2.1352927684783936 (2.1014446226973496) | > loss_1: 35.57761001586914 (33.544487940121975) | > grad_norm_1: tensor(318.3239, device='cuda:0') (tensor(210.8433, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.399 (0.3660688748642734) | > loader_time: 0.0053 (0.004132523384268426)  --> TIME: 2024-06-10 20:16:25 -- STEP: 244/330 -- GLOBAL_STEP: 128175 | > loss_disc: 2.2714810371398926 (2.2856481407509466) | > loss_disc_real_0: 0.13084326684474945 (0.11509551454457592) | > loss_disc_real_1: 0.1829109638929367 (0.20146150972510946) | > loss_disc_real_2: 0.20738816261291504 (0.21692350433498134) | > loss_disc_real_3: 0.20318067073822021 (0.22320343328059697) | > loss_disc_real_4: 0.20068959891796112 (0.21722815539993223) | > loss_disc_real_5: 0.19431541860103607 (0.20987679400160664) | > loss_0: 2.2714810371398926 (2.2856481407509466) | > grad_norm_0: tensor(24.9918, device='cuda:0') (tensor(19.7559, device='cuda:0')) | > loss_gen: 2.5689499378204346 (2.6083320662623546) | > loss_kl: 1.673380970954895 (1.6453912096922514) | > loss_feat: 7.541549205780029 (7.354826663361221) | > loss_mel: 19.739952087402344 (19.809326390751064) | > loss_duration: 2.1123766899108887 (2.108518387939107) | > loss_1: 33.63621139526367 (33.526394632996066) | > grad_norm_1: tensor(669.5611, device='cuda:0') (tensor(221.9875, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.4256 (0.3707283989327853) | > loader_time: 0.0056 (0.004303275561723551)  --> TIME: 2024-06-10 20:16:36 -- STEP: 269/330 -- GLOBAL_STEP: 128200 | > loss_disc: 2.0517430305480957 (2.280471051935812) | > loss_disc_real_0: 0.11454331874847412 (0.11408456898256306) | > loss_disc_real_1: 0.17701102793216705 (0.20114796395417037) | > loss_disc_real_2: 0.20665796101093292 (0.21610027246980418) | > loss_disc_real_3: 0.23015588521957397 (0.22310068139799463) | > loss_disc_real_4: 0.19356758892536163 (0.21688843532344224) | > loss_disc_real_5: 0.19632762670516968 (0.20967597644568375) | > loss_0: 2.0517430305480957 (2.280471051935812) | > grad_norm_0: tensor(10.9548, device='cuda:0') (tensor(20.3215, device='cuda:0')) | > loss_gen: 2.764030694961548 (2.6092039076369047) | > loss_kl: 1.6855398416519165 (1.645974543901181) | > loss_feat: 7.605198383331299 (7.381143670986133) | > loss_mel: 18.710498809814453 (19.772922756946656) | > loss_duration: 2.2055084705352783 (2.114788670965285) | > loss_1: 32.97077560424805 (33.52403351454039) | > grad_norm_1: tensor(473.9417, device='cuda:0') (tensor(242.7492, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.4319 (0.3761135707557423) | > loader_time: 0.0066 (0.004459222453234362)  --> TIME: 2024-06-10 20:16:47 -- STEP: 294/330 -- GLOBAL_STEP: 128225 | > loss_disc: 2.2978808879852295 (2.28041485134436) | > loss_disc_real_0: 0.13349394500255585 (0.11458616829192152) | > loss_disc_real_1: 0.18441851437091827 (0.20122605861246995) | > loss_disc_real_2: 0.204853817820549 (0.2160408202888203) | > loss_disc_real_3: 0.24592894315719604 (0.22301106671897733) | > loss_disc_real_4: 0.25012362003326416 (0.21671561435574577) | > loss_disc_real_5: 0.20633351802825928 (0.20954291699897679) | > loss_0: 2.2978808879852295 (2.28041485134436) | > grad_norm_0: tensor(40.3850, device='cuda:0') (tensor(22.4823, device='cuda:0')) | > loss_gen: 2.63820481300354 (2.6088471299126033) | > loss_kl: 1.8475124835968018 (1.6478536299296789) | > loss_feat: 8.29416275024414 (7.393218820597849) | > loss_mel: 19.720516204833984 (19.740908700592662) | > loss_duration: 2.2427053451538086 (2.122892230140918) | > loss_1: 34.74310302734375 (33.51372048643978) | > grad_norm_1: tensor(336.9471, device='cuda:0') (tensor(260.7918, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.4523 (0.38206320717221204) | > loader_time: 0.0071 (0.004616217548344407)  --> TIME: 2024-06-10 20:17:00 -- STEP: 319/330 -- GLOBAL_STEP: 128250 | > loss_disc: 2.390183448791504 (2.2828408266683344) | > loss_disc_real_0: 0.08575649559497833 (0.11610344796205016) | > loss_disc_real_1: 0.19927620887756348 (0.20255650995667077) | > loss_disc_real_2: 0.23484326899051666 (0.2158206516765875) | > loss_disc_real_3: 0.25744056701660156 (0.22293068375146502) | > loss_disc_real_4: 0.21701809763908386 (0.21637698863180455) | > loss_disc_real_5: 0.20315544307231903 (0.2092200829691274) | > loss_0: 2.390183448791504 (2.2828408266683344) | > grad_norm_0: tensor(41.9561, device='cuda:0') (tensor(24.3189, device='cuda:0')) | > loss_gen: 2.4314043521881104 (2.6110717106762342) | > loss_kl: 1.6651639938354492 (1.6486039150471228) | > loss_feat: 8.19745922088623 (7.422725675995447) | > loss_mel: 17.76477813720703 (19.7037322723006) | > loss_duration: 2.3165855407714844 (2.13555989482186) | > loss_1: 32.375389099121094 (33.52169345987249) | > grad_norm_1: tensor(346.8958, device='cuda:0') (tensor(272.2805, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.5547 (0.3916331443667037) | > loader_time: 0.0094 (0.004836450176179218)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2690834999084473 (2.2690834999084473) | > loss_disc_real_0: 0.05990704149007797 (0.05990704149007797) | > loss_disc_real_1: 0.20318077504634857 (0.20318077504634857) | > loss_disc_real_2: 0.2851766049861908 (0.2851766049861908) | > loss_disc_real_3: 0.24668002128601074 (0.24668002128601074) | > loss_disc_real_4: 0.3063642680644989 (0.3063642680644989) | > loss_disc_real_5: 0.3075313866138458 (0.3075313866138458) | > loss_0: 2.2690834999084473 (2.2690834999084473) | > loss_gen: 2.6968202590942383 (2.6968202590942383) | > loss_kl: 1.969632863998413 (1.969632863998413) | > loss_feat: 7.938684940338135 (7.938684940338135) | > loss_mel: 20.59852409362793 (20.59852409362793) | > loss_duration: 2.882721424102783 (2.882721424102783) | > loss_1: 36.08638381958008 (36.08638381958008)  --> STEP: 1 | > loss_disc: 1.914436936378479 (1.914436936378479) | > loss_disc_real_0: 0.10102924704551697 (0.10102924704551697) | > loss_disc_real_1: 0.2057269811630249 (0.2057269811630249) | > loss_disc_real_2: 0.17417922616004944 (0.17417922616004944) | > loss_disc_real_3: 0.21331708133220673 (0.21331708133220673) | > loss_disc_real_4: 0.208634153008461 (0.208634153008461) | > loss_disc_real_5: 0.18486669659614563 (0.18486669659614563) | > loss_0: 1.914436936378479 (1.914436936378479) | > loss_gen: 2.8715782165527344 (2.8715782165527344) | > loss_kl: 2.3058395385742188 (2.3058395385742188) | > loss_feat: 7.302712440490723 (7.302712440490723) | > loss_mel: 19.378986358642578 (19.378986358642578) | > loss_duration: 2.331155300140381 (2.331155300140381) | > loss_1: 34.190269470214844 (34.190269470214844)  --> STEP: 2 | > loss_disc: 2.4743847846984863 (2.1944108605384827) | > loss_disc_real_0: 0.051115211099386215 (0.07607222907245159) | > loss_disc_real_1: 0.20454397797584534 (0.20513547956943512) | > loss_disc_real_2: 0.3549764156341553 (0.26457782089710236) | > loss_disc_real_3: 0.3592469096183777 (0.2862819954752922) | > loss_disc_real_4: 0.35477787256240845 (0.2817060127854347) | > loss_disc_real_5: 0.34973934292793274 (0.2673030197620392) | > loss_0: 2.4743847846984863 (2.1944108605384827) | > loss_gen: 2.9183220863342285 (2.8949501514434814) | > loss_kl: 2.323709487915039 (2.314774513244629) | > loss_feat: 6.699993133544922 (7.001352787017822) | > loss_mel: 21.762264251708984 (20.57062530517578) | > loss_duration: 2.383852958679199 (2.35750412940979) | > loss_1: 36.08814239501953 (35.13920593261719)  --> STEP: 3 | > loss_disc: 2.1212639808654785 (2.170028567314148) | > loss_disc_real_0: 0.05864851921796799 (0.07026432578762372) | > loss_disc_real_1: 0.10378499329090118 (0.17135198414325714) | > loss_disc_real_2: 0.19069747626781464 (0.23995103935400644) | > loss_disc_real_3: 0.19033214449882507 (0.25429871181646985) | > loss_disc_real_4: 0.18410097062587738 (0.24917099873224893) | > loss_disc_real_5: 0.21930953860282898 (0.2513051927089691) | > loss_0: 2.1212639808654785 (2.170028567314148) | > loss_gen: 2.2124266624450684 (2.6674423217773438) | > loss_kl: 1.881446361541748 (2.1703317960103354) | > loss_feat: 7.178544521331787 (7.0604166984558105) | > loss_mel: 23.640804290771484 (21.594018300374348) | > loss_duration: 2.156369686126709 (2.290459314982096) | > loss_1: 37.06958770751953 (35.782666524251304)  --> STEP: 4 | > loss_disc: 2.2890639305114746 (2.1997874081134796) | > loss_disc_real_0: 0.0758604183793068 (0.07166334893554449) | > loss_disc_real_1: 0.2276904284954071 (0.18543659523129463) | > loss_disc_real_2: 0.28656989336013794 (0.2516057528555393) | > loss_disc_real_3: 0.2560911774635315 (0.25474682822823524) | > loss_disc_real_4: 0.20495395362377167 (0.23811673745512962) | > loss_disc_real_5: 0.2237052470445633 (0.24440520629286766) | > loss_0: 2.2890639305114746 (2.1997874081134796) | > loss_gen: 2.4462437629699707 (2.6121426820755005) | > loss_kl: 1.8957206010818481 (2.1016789972782135) | > loss_feat: 5.619882583618164 (6.700283169746399) | > loss_mel: 21.162200927734375 (21.486063957214355) | > loss_duration: 2.2574639320373535 (2.2822104692459106) | > loss_1: 33.38151168823242 (35.18237781524658)  --> STEP: 5 | > loss_disc: 2.5275001525878906 (2.265329957008362) | > loss_disc_real_0: 0.10783340781927109 (0.07889736071228981) | > loss_disc_real_1: 0.3378649950027466 (0.21592227518558502) | > loss_disc_real_2: 0.2872065305709839 (0.25872590839862825) | > loss_disc_real_3: 0.31412672996520996 (0.2666228085756302) | > loss_disc_real_4: 0.27965208888053894 (0.2464238077402115) | > loss_disc_real_5: 0.31772494316101074 (0.2590691536664963) | > loss_0: 2.5275001525878906 (2.265329957008362) | > loss_gen: 2.7455787658691406 (2.6388298988342287) | > loss_kl: 2.3753697872161865 (2.156417155265808) | > loss_feat: 6.247355937957764 (6.609697723388672) | > loss_mel: 19.685943603515625 (21.126039886474608) | > loss_duration: 2.409463882446289 (2.3076611518859864) | > loss_1: 33.463714599609375 (34.83864517211914)  --> STEP: 6 | > loss_disc: 2.3909871578216553 (2.2862728238105774) | > loss_disc_real_0: 0.025358568876981735 (0.06997422873973846) | > loss_disc_real_1: 0.3105306923389435 (0.23169034471114477) | > loss_disc_real_2: 0.3491531312465668 (0.273797112206618) | > loss_disc_real_3: 0.28046953678131104 (0.2689305966099103) | > loss_disc_real_4: 0.27126768231391907 (0.25056445350249607) | > loss_disc_real_5: 0.33004850149154663 (0.27089904497067135) | > loss_0: 2.3909871578216553 (2.2862728238105774) | > loss_gen: 2.9312000274658203 (2.6875582536061606) | > loss_kl: 1.7056792974472046 (2.0812941789627075) | > loss_feat: 6.911805629730225 (6.660049041112264) | > loss_mel: 21.62203598022461 (21.20870590209961) | > loss_duration: 2.1475560665130615 (2.280976970990499) | > loss_1: 35.31827926635742 (34.91858418782552)  --> STEP: 7 | > loss_disc: 1.878491997718811 (2.228018420083182) | > loss_disc_real_0: 0.07998931407928467 (0.07140495521681649) | > loss_disc_real_1: 0.19981680810451508 (0.22713698233876908) | > loss_disc_real_2: 0.2289726883172989 (0.26739362307957243) | > loss_disc_real_3: 0.21117334067821503 (0.26067956004823956) | > loss_disc_real_4: 0.2237844616174698 (0.24673874037606375) | > loss_disc_real_5: 0.26668083667755127 (0.2702964437859399) | > loss_0: 1.878491997718811 (2.228018420083182) | > loss_gen: 3.319629430770874 (2.7778541360582625) | > loss_kl: 2.2644364833831787 (2.107457365308489) | > loss_feat: 8.41518497467041 (6.9107827459062845) | > loss_mel: 21.765804290771484 (21.288291386195592) | > loss_duration: 2.4036736488342285 (2.2985050678253174) | > loss_1: 38.168731689453125 (35.38289097377232)  --> STEP: 8 | > loss_disc: 2.3466317653656006 (2.2428450882434845) | > loss_disc_real_0: 0.0858636200428009 (0.07321228832006454) | > loss_disc_real_1: 0.2930334508419037 (0.23537404090166092) | > loss_disc_real_2: 0.3504164218902588 (0.2777714729309082) | > loss_disc_real_3: 0.2795219421386719 (0.2630348578095436) | > loss_disc_real_4: 0.23156139254570007 (0.2448415718972683) | > loss_disc_real_5: 0.301756888628006 (0.27422899939119816) | > loss_0: 2.3466317653656006 (2.2428450882434845) | > loss_gen: 2.7622079849243164 (2.775898367166519) | > loss_kl: 1.7395374774932861 (2.0614673793315887) | > loss_feat: 6.573009967803955 (6.868561148643494) | > loss_mel: 19.34322166442871 (21.04515767097473) | > loss_duration: 2.1001815795898438 (2.273714631795883) | > loss_1: 32.518157958984375 (35.02479934692383)  --> STEP: 9 | > loss_disc: 2.132727861404419 (2.2306098408169217) | > loss_disc_real_0: 0.1925918459892273 (0.08647668361663818) | > loss_disc_real_1: 0.16062486171722412 (0.2270685765478346) | > loss_disc_real_2: 0.22595205903053284 (0.27201376027531093) | > loss_disc_real_3: 0.2606808841228485 (0.2627733051776886) | > loss_disc_real_4: 0.2377522736787796 (0.244053872095214) | > loss_disc_real_5: 0.18661601841449738 (0.2644942237271203) | > loss_0: 2.132727861404419 (2.2306098408169217) | > loss_gen: 2.9559004306793213 (2.7958985964457193) | > loss_kl: 1.8300261497497559 (2.0357516871558294) | > loss_feat: 10.067280769348145 (7.223974439832899) | > loss_mel: 22.17822265625 (21.17105378044976) | > loss_duration: 2.1222598552703857 (2.2568863232930503) | > loss_1: 39.15369415283203 (35.483565436469185)  --> STEP: 10 | > loss_disc: 2.176145315170288 (2.225163388252258) | > loss_disc_real_0: 0.1157725527882576 (0.08940627053380013) | > loss_disc_real_1: 0.25388818979263306 (0.22975053787231445) | > loss_disc_real_2: 0.2359130084514618 (0.268403685092926) | > loss_disc_real_3: 0.17245009541511536 (0.25374098420143126) | > loss_disc_real_4: 0.16846223175525665 (0.23649470806121825) | > loss_disc_real_5: 0.21321892738342285 (0.25936669409275054) | > loss_0: 2.176145315170288 (2.225163388252258) | > loss_gen: 2.6638193130493164 (2.782690668106079) | > loss_kl: 1.5015363693237305 (1.9823301553726196) | > loss_feat: 7.433923721313477 (7.244969367980957) | > loss_mel: 18.207624435424805 (20.874710845947266) | > loss_duration: 2.1962168216705322 (2.250819373130798) | > loss_1: 32.00312042236328 (35.135520935058594)  --> STEP: 11 | > loss_disc: 2.5024757385253906 (2.250373601913452) | > loss_disc_real_0: 0.05506710708141327 (0.08628452840176495) | > loss_disc_real_1: 0.12013670802116394 (0.21978564424948258) | > loss_disc_real_2: 0.26605379581451416 (0.2681900587948886) | > loss_disc_real_3: 0.2530643045902252 (0.25367946787313983) | > loss_disc_real_4: 0.24622008204460144 (0.23737883296879855) | > loss_disc_real_5: 0.30388689041137695 (0.26341398466717114) | > loss_0: 2.5024757385253906 (2.250373601913452) | > loss_gen: 2.298748731613159 (2.7386959466067227) | > loss_kl: 2.556905746459961 (2.0345643000169233) | > loss_feat: 5.097359657287598 (7.049732121554288) | > loss_mel: 18.292743682861328 (20.639986558394) | > loss_duration: 2.3975958824157715 (2.264162692156705) | > loss_1: 30.643354415893555 (34.72714216058905)  --> STEP: 12 | > loss_disc: 2.2688581943511963 (2.2519139846165976) | > loss_disc_real_0: 0.09467200934886932 (0.08698348514735699) | > loss_disc_real_1: 0.2590588927268982 (0.2230584149559339) | > loss_disc_real_2: 0.42051392793655396 (0.2808837145566941) | > loss_disc_real_3: 0.3399598300457001 (0.2608694980541865) | > loss_disc_real_4: 0.24126800894737244 (0.23770293096701303) | > loss_disc_real_5: 0.25266116857528687 (0.26251791665951413) | > loss_0: 2.2688581943511963 (2.2519139846165976) | > loss_gen: 3.3176987171173096 (2.786946177482605) | > loss_kl: 2.536444664001465 (2.076387663682302) | > loss_feat: 7.68065071105957 (7.1023086706797285) | > loss_mel: 19.065109252929688 (20.50874678293864) | > loss_duration: 2.1782236099243164 (2.2570011019706726) | > loss_1: 34.77812576293945 (34.73139079411825)  --> STEP: 13 | > loss_disc: 2.3657264709472656 (2.260668791257418) | > loss_disc_real_0: 0.07989390939474106 (0.08643813316638653) | > loss_disc_real_1: 0.2717651128768921 (0.22680508402677682) | > loss_disc_real_2: 0.32661759853363037 (0.284401705631843) | > loss_disc_real_3: 0.2873553931713104 (0.26290687460165757) | > loss_disc_real_4: 0.23061062395572662 (0.2371573688892218) | > loss_disc_real_5: 0.22527635097503662 (0.2596531808376312) | > loss_0: 2.3657264709472656 (2.260668791257418) | > loss_gen: 2.703503131866455 (2.780527481665978) | > loss_kl: 1.8849513530731201 (2.0616617936354418) | > loss_feat: 6.7109761238098145 (7.07220616707435) | > loss_mel: 17.45766258239746 (20.274047998281624) | > loss_duration: 2.073594093322754 (2.242892870536217) | > loss_1: 30.830684661865234 (34.43133647625263)  --> STEP: 14 | > loss_disc: 2.5316267013549805 (2.2800229276929582) | > loss_disc_real_0: 0.09646221995353699 (0.0871541393654687) | > loss_disc_real_1: 0.18607395887374878 (0.22389571794441768) | > loss_disc_real_2: 0.3111947476863861 (0.2863154943500246) | > loss_disc_real_3: 0.3235131502151489 (0.26723589428833555) | > loss_disc_real_4: 0.29898566007614136 (0.24157367540257318) | > loss_disc_real_5: 0.35694506764411926 (0.2666026013238089) | > loss_0: 2.5316267013549805 (2.2800229276929582) | > loss_gen: 2.5299410820007324 (2.7626284531184604) | > loss_kl: 2.2399768829345703 (2.0743985857282365) | > loss_feat: 6.044816493988037 (6.9988211904253275) | > loss_mel: 19.901575088500977 (20.24744279044015) | > loss_duration: 2.323415756225586 (2.2486445052283153) | > loss_1: 33.03972625732422 (34.33193574632917)  --> STEP: 15 | > loss_disc: 2.0754475593566895 (2.266384569803874) | > loss_disc_real_0: 0.05943111330270767 (0.0853059376279513) | > loss_disc_real_1: 0.24984107911586761 (0.22562540868918102) | > loss_disc_real_2: 0.26917141675949097 (0.28517255584398904) | > loss_disc_real_3: 0.18296290934085846 (0.2616176952918371) | > loss_disc_real_4: 0.1569346934556961 (0.2359310766061147) | > loss_disc_real_5: 0.2285342812538147 (0.2640647133191426) | > loss_0: 2.0754475593566895 (2.266384569803874) | > loss_gen: 2.5616838932037354 (2.7492321491241456) | > loss_kl: 2.1990506649017334 (2.082708724339803) | > loss_feat: 7.218743324279785 (7.013482666015625) | > loss_mel: 19.154863357543945 (20.174604161580405) | > loss_duration: 2.2523155212402344 (2.2488892396291096) | > loss_1: 33.38665771484375 (34.26891721089681)  --> STEP: 16 | > loss_disc: 2.3758373260498047 (2.2732253670692444) | > loss_disc_real_0: 0.12483932822942734 (0.08777677454054356) | > loss_disc_real_1: 0.1620893031358719 (0.2216544020920992) | > loss_disc_real_2: 0.3071712255477905 (0.28654747270047665) | > loss_disc_real_3: 0.27290013432502747 (0.26232284773141146) | > loss_disc_real_4: 0.21632049977779388 (0.23470541555434465) | > loss_disc_real_5: 0.2819403111934662 (0.2651819381862878) | > loss_0: 2.3758373260498047 (2.2732253670692444) | > loss_gen: 2.7580389976501465 (2.7497825771570206) | > loss_kl: 1.5869951248168945 (2.0517266243696213) | > loss_feat: 7.70004940032959 (7.056393086910248) | > loss_mel: 18.8870906829834 (20.09413456916809) | > loss_duration: 2.353527069091797 (2.2554291039705276) | > loss_1: 33.285701751708984 (34.20746624469757)  --> STEP: 17 | > loss_disc: 2.468144416809082 (2.284691193524529) | > loss_disc_real_0: 0.05695391073822975 (0.08596366490511333) | > loss_disc_real_1: 0.25898370146751404 (0.22385024323182948) | > loss_disc_real_2: 0.3480231463909149 (0.29016368879991417) | > loss_disc_real_3: 0.3387165367603302 (0.26681659414487724) | > loss_disc_real_4: 0.32699066400527954 (0.24013395958087025) | > loss_disc_real_5: 0.35131141543388367 (0.2702483780243817) | > loss_0: 2.468144416809082 (2.284691193524529) | > loss_gen: 3.0604872703552246 (2.7680593238157383) | > loss_kl: 1.5061469078063965 (2.0196336998659024) | > loss_feat: 7.527737617492676 (7.084119235768037) | > loss_mel: 19.817676544189453 (20.07787233240464) | > loss_duration: 2.3799328804016113 (2.262752855525297) | > loss_1: 34.2919807434082 (34.21243768579819)  --> STEP: 18 | > loss_disc: 2.332294464111328 (2.28733581966824) | > loss_disc_real_0: 0.04463765770196915 (0.08366777561604977) | > loss_disc_real_1: 0.17899450659751892 (0.22135825786325666) | > loss_disc_real_2: 0.3059008717536926 (0.29103797674179077) | > loss_disc_real_3: 0.24414290487766266 (0.2655569447411431) | > loss_disc_real_4: 0.24397380650043488 (0.24034728440973493) | > loss_disc_real_5: 0.30155637860298157 (0.27198771138985944) | > loss_0: 2.332294464111328 (2.28733581966824) | > loss_gen: 2.4310126304626465 (2.7493345075183444) | > loss_kl: 2.304457664489746 (2.0354572534561157) | > loss_feat: 7.326330661773682 (7.097575426101685) | > loss_mel: 21.7542781829834 (20.171005990770126) | > loss_duration: 2.213634490966797 (2.2600240574942694) | > loss_1: 36.02971267700195 (34.31339740753174)  --> STEP: 19 | > loss_disc: 2.0625932216644287 (2.2755072618785657) | > loss_disc_real_0: 0.08030585944652557 (0.08349083265975903) | > loss_disc_real_1: 0.22153215110301971 (0.22136741013903366) | > loss_disc_real_2: 0.23675982654094696 (0.28818123199437795) | > loss_disc_real_3: 0.19792743027210236 (0.2619974966111936) | > loss_disc_real_4: 0.18529632687568665 (0.23744986559215345) | > loss_disc_real_5: 0.22330725193023682 (0.26942558194461613) | > loss_0: 2.0625932216644287 (2.2755072618785657) | > loss_gen: 2.633702516555786 (2.743248613257157) | > loss_kl: 1.1510893106460571 (1.9889115722555863) | > loss_feat: 7.983430862426758 (7.144199396434583) | > loss_mel: 19.60845375061035 (20.14139797813014) | > loss_duration: 2.3252573013305664 (2.2634573861172327) | > loss_1: 33.701934814453125 (34.28121516579076)  --> STEP: 20 | > loss_disc: 2.4713616371154785 (2.2852999806404113) | > loss_disc_real_0: 0.12769609689712524 (0.08570109587162734) | > loss_disc_real_1: 0.18135158717632294 (0.21936661899089813) | > loss_disc_real_2: 0.34247177839279175 (0.2908957593142986) | > loss_disc_real_3: 0.3113469183444977 (0.2644649676978588) | > loss_disc_real_4: 0.23815426230430603 (0.2374850854277611) | > loss_disc_real_5: 0.30435284972190857 (0.27117194533348077) | > loss_0: 2.4713616371154785 (2.2852999806404113) | > loss_gen: 2.552180051803589 (2.7336951851844784) | > loss_kl: 1.9836276769638062 (1.9886473774909974) | > loss_feat: 5.843737602233887 (7.079176306724548) | > loss_mel: 21.397586822509766 (20.20420742034912) | > loss_duration: 2.2787768840789795 (2.26422336101532) | > loss_1: 34.055908203125 (34.269949817657476)  --> STEP: 21 | > loss_disc: 2.4814600944519043 (2.2946409384409585) | > loss_disc_real_0: 0.03746194392442703 (0.08340399339795114) | > loss_disc_real_1: 0.18957041203975677 (0.21794775199322475) | > loss_disc_real_2: 0.25328585505485535 (0.2891048114924204) | > loss_disc_real_3: 0.27677494287490845 (0.26505115699200404) | > loss_disc_real_4: 0.280276894569397 (0.23952279062498183) | > loss_disc_real_5: 0.26797983050346375 (0.2710199398653847) | > loss_0: 2.4814600944519043 (2.2946409384409585) | > loss_gen: 2.174527645111084 (2.7070681594666977) | > loss_kl: 1.7205090522766113 (1.9758788858141219) | > loss_feat: 5.659178256988525 (7.011557351975214) | > loss_mel: 18.138980865478516 (20.105863298688615) | > loss_duration: 2.1323649883270264 (2.2579443908873063) | > loss_1: 29.8255615234375 (34.05831227983748)  --> STEP: 22 | > loss_disc: 2.350712299346924 (2.297189636663957) | > loss_disc_real_0: 0.12076814472675323 (0.08510236391289669) | > loss_disc_real_1: 0.20434634387493134 (0.21732950616966595) | > loss_disc_real_2: 0.232301265001297 (0.28652283210646023) | > loss_disc_real_3: 0.24513721466064453 (0.26414597779512405) | > loss_disc_real_4: 0.2135857492685318 (0.23834383419968866) | > loss_disc_real_5: 0.2014797478914261 (0.2678590220483866) | > loss_0: 2.350712299346924 (2.297189636663957) | > loss_gen: 2.3126697540283203 (2.6891409592194986) | > loss_kl: 1.850690484046936 (1.9701885039156133) | > loss_feat: 5.857276439666748 (6.959090037779375) | > loss_mel: 18.70215606689453 (20.042058424516156) | > loss_duration: 2.1434712409973145 (2.2527410658923066) | > loss_1: 30.866262435913086 (33.91321910511365)  --> STEP: 23 | > loss_disc: 2.5999298095703125 (2.310352252877277) | > loss_disc_real_0: 0.09412570297718048 (0.08549468300264816) | > loss_disc_real_1: 0.3180675506591797 (0.2217094211474709) | > loss_disc_real_2: 0.3439961373806 (0.28902167146620544) | > loss_disc_real_3: 0.279194176197052 (0.26480024729086005) | > loss_disc_real_4: 0.2529982328414917 (0.23898098196672357) | > loss_disc_real_5: 0.2713916301727295 (0.2680126137059667) | > loss_0: 2.5999298095703125 (2.310352252877277) | > loss_gen: 2.3225526809692383 (2.673202338426009) | > loss_kl: 2.1536667346954346 (1.9781658182973447) | > loss_feat: 4.625731945037842 (6.857639685921047) | > loss_mel: 18.25531005859375 (19.964373712954313) | > loss_duration: 2.2808961868286133 (2.2539652015851894) | > loss_1: 29.63815689086914 (33.7273468349291)  --> STEP: 24 | > loss_disc: 2.4513890743255615 (2.3162287871042886) | > loss_disc_real_0: 0.07612588256597519 (0.0851043163177868) | > loss_disc_real_1: 0.2426619827747345 (0.22258244454860687) | > loss_disc_real_2: 0.185278058052063 (0.28469902090728283) | > loss_disc_real_3: 0.26251843571662903 (0.2647051718086004) | > loss_disc_real_4: 0.2792587876319885 (0.24065922386944294) | > loss_disc_real_5: 0.32352232933044434 (0.2703255185236532) | > loss_0: 2.4513890743255615 (2.3162287871042886) | > loss_gen: 2.207537889480591 (2.6537996530532832) | > loss_kl: 2.1047775745391846 (1.9834413081407547) | > loss_feat: 3.744436025619507 (6.7279228667418165) | > loss_mel: 16.970930099487305 (19.83964689572652) | > loss_duration: 2.4136781692504883 (2.2606199085712437) | > loss_1: 27.441360473632812 (33.465430736541755)  --> STEP: 25 | > loss_disc: 2.4937896728515625 (2.3233312225341796) | > loss_disc_real_0: 0.057764798402786255 (0.08401073560118677) | > loss_disc_real_1: 0.2028447836637497 (0.22179293811321257) | > loss_disc_real_2: 0.3011457622051239 (0.2853568905591965) | > loss_disc_real_3: 0.24317258596420288 (0.26384386837482454) | > loss_disc_real_4: 0.24552100896835327 (0.24085369527339937) | > loss_disc_real_5: 0.33785006403923035 (0.2730265003442763) | > loss_0: 2.4937896728515625 (2.3233312225341796) | > loss_gen: 2.6048483848571777 (2.651841602325439) | > loss_kl: 1.5743014812469482 (1.9670757150650025) | > loss_feat: 8.110517501831055 (6.783226652145386) | > loss_mel: 20.32994270324707 (19.859258728027342) | > loss_duration: 2.2989673614501953 (2.2621538066864018) | > loss_1: 34.9185791015625 (33.523556671142586)  --> STEP: 26 | > loss_disc: 2.37190580368042 (2.325199475655189) | > loss_disc_real_0: 0.06117776781320572 (0.08313254453241826) | > loss_disc_real_1: 0.16000041365623474 (0.21941630255717498) | > loss_disc_real_2: 0.3053054213523865 (0.28612414174354994) | > loss_disc_real_3: 0.2475680708885193 (0.26321787616381276) | > loss_disc_real_4: 0.1842830926179886 (0.23867790286357587) | > loss_disc_real_5: 0.27636098861694336 (0.273154749893225) | > loss_0: 2.37190580368042 (2.325199475655189) | > loss_gen: 2.5474183559417725 (2.647825323618375) | > loss_kl: 2.0301597118377686 (1.9695020226331859) | > loss_feat: 15.099247932434082 (7.103073624464182) | > loss_mel: 22.00482177734375 (19.941780383770283) | > loss_duration: 2.3002099990844727 (2.2636175063940196) | > loss_1: 43.98185729980469 (33.925799003014205) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023474234801072343 (+1.9981310917781617e-05) | > avg_loss_disc: 2.325199475655189 (+0.11232985441501286) | > avg_loss_disc_real_0: 0.08313254453241826 (-0.011069599825602294) | > avg_loss_disc_real_1: 0.21941630255717498 (+0.02420015805042708) | > avg_loss_disc_real_2: 0.28612414174354994 (+0.06725833335748085) | > avg_loss_disc_real_3: 0.26321787616381276 (+0.06811151739496449) | > avg_loss_disc_real_4: 0.23867790286357587 (+0.04065750539302826) | > avg_loss_disc_real_5: 0.273154749893225 (+0.07151590001124589) | > avg_loss_0: 2.325199475655189 (+0.11232985441501286) | > avg_loss_gen: 2.647825323618375 (+0.14056956768035844) | > avg_loss_kl: 1.9695020226331859 (-0.053847221227793174) | > avg_loss_feat: 7.103073624464182 (-0.8984887324846706) | > avg_loss_mel: 19.941780383770283 (-0.7190104998075029) | > avg_loss_duration: 2.2636175063940196 (-0.0021427319600033634) | > avg_loss_1: 33.925799003014205 (-1.5329195902897652)  > EPOCH: 122/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:17:25)   --> TIME: 2024-06-10 20:17:31 -- STEP: 14/330 -- GLOBAL_STEP: 128275 | > loss_disc: 2.2779135704040527 (2.259416052273342) | > loss_disc_real_0: 0.14484621584415436 (0.1107989384659699) | > loss_disc_real_1: 0.21733295917510986 (0.19167686785970414) | > loss_disc_real_2: 0.24119165539741516 (0.20790252728121622) | > loss_disc_real_3: 0.2250870168209076 (0.2243561829839434) | > loss_disc_real_4: 0.2172025889158249 (0.22052190452814102) | > loss_disc_real_5: 0.20905187726020813 (0.21627124824694224) | > loss_0: 2.2779135704040527 (2.259416052273342) | > grad_norm_0: tensor(18.3674, device='cuda:0') (tensor(19.2935, device='cuda:0')) | > loss_gen: 2.6255836486816406 (2.5717492444174637) | > loss_kl: 1.4476847648620605 (1.644999521119254) | > loss_feat: 7.1581645011901855 (6.901762792042324) | > loss_mel: 19.476919174194336 (19.924537658691406) | > loss_duration: 2.154912233352661 (2.2359812259674072) | > loss_1: 32.86326217651367 (33.279030663626536) | > grad_norm_1: tensor(126.8608, device='cuda:0') (tensor(193.1678, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.351 (0.3443105901990618) | > loader_time: 0.0031 (0.0031706435339791434)  --> TIME: 2024-06-10 20:17:40 -- STEP: 39/330 -- GLOBAL_STEP: 128300 | > loss_disc: 2.2613401412963867 (2.2611789397704296) | > loss_disc_real_0: 0.1555694192647934 (0.10874943549816425) | > loss_disc_real_1: 0.2205781787633896 (0.19741251911872473) | > loss_disc_real_2: 0.2521542012691498 (0.21352647283138373) | > loss_disc_real_3: 0.21912889182567596 (0.22184374431769052) | > loss_disc_real_4: 0.21542347967624664 (0.2166797507267732) | > loss_disc_real_5: 0.21248312294483185 (0.21238320645613548) | > loss_0: 2.2613401412963867 (2.2611789397704296) | > grad_norm_0: tensor(9.1061, device='cuda:0') (tensor(16.3033, device='cuda:0')) | > loss_gen: 2.7030067443847656 (2.586899610666128) | > loss_kl: 1.5134272575378418 (1.6906112371346889) | > loss_feat: 8.216943740844727 (7.12524230663593) | > loss_mel: 19.881061553955078 (19.877546750582187) | > loss_duration: 2.0895891189575195 (2.140102059413225) | > loss_1: 34.40402603149414 (33.42040208669808) | > grad_norm_1: tensor(185.3146, device='cuda:0') (tensor(173.0644, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.3423 (0.3497196588760767) | > loader_time: 0.0034 (0.003344230162791717)  --> TIME: 2024-06-10 20:17:49 -- STEP: 64/330 -- GLOBAL_STEP: 128325 | > loss_disc: 2.2251601219177246 (2.26765340194106) | > loss_disc_real_0: 0.10299456119537354 (0.10951607022434473) | > loss_disc_real_1: 0.15812872350215912 (0.19894077605567873) | > loss_disc_real_2: 0.23784253001213074 (0.21259523322805762) | > loss_disc_real_3: 0.2221190184354782 (0.22198982210829854) | > loss_disc_real_4: 0.22771985828876495 (0.21705326344817877) | > loss_disc_real_5: 0.23221442103385925 (0.21228075353428721) | > loss_0: 2.2251601219177246 (2.26765340194106) | > grad_norm_0: tensor(5.5526, device='cuda:0') (tensor(15.1882, device='cuda:0')) | > loss_gen: 2.6139042377471924 (2.5704902559518814) | > loss_kl: 1.7113037109375 (1.6706987004727125) | > loss_feat: 8.330496788024902 (7.143914632499218) | > loss_mel: 20.199296951293945 (19.876534521579742) | > loss_duration: 2.08622407913208 (2.107629155740142) | > loss_1: 34.94122314453125 (33.36926728487015) | > grad_norm_1: tensor(120.2661, device='cuda:0') (tensor(174.5534, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.3634 (0.35200323536992073) | > loader_time: 0.0035 (0.003458980470895767)  --> TIME: 2024-06-10 20:17:58 -- STEP: 89/330 -- GLOBAL_STEP: 128350 | > loss_disc: 2.137524127960205 (2.256088385421238) | > loss_disc_real_0: 0.1110718622803688 (0.11063304719295394) | > loss_disc_real_1: 0.22774742543697357 (0.19865113814895072) | > loss_disc_real_2: 0.1814856082201004 (0.21136083428779348) | > loss_disc_real_3: 0.20804502069950104 (0.22015554315588448) | > loss_disc_real_4: 0.19632259011268616 (0.21581732791461303) | > loss_disc_real_5: 0.19418886303901672 (0.2111016773106007) | > loss_0: 2.137524127960205 (2.256088385421238) | > grad_norm_0: tensor(10.4983, device='cuda:0') (tensor(14.1919, device='cuda:0')) | > loss_gen: 2.7279765605926514 (2.578664873423201) | > loss_kl: 1.613970160484314 (1.6669162471642656) | > loss_feat: 7.518035411834717 (7.198313380895036) | > loss_mel: 20.13736343383789 (19.83603792512015) | > loss_duration: 2.094437599182129 (2.093422834792833) | > loss_1: 34.09178161621094 (33.37335530827554) | > grad_norm_1: tensor(146.5804, device='cuda:0') (tensor(164.2356, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.3502 (0.35262581471646764) | > loader_time: 0.0035 (0.003520574462547731)  --> TIME: 2024-06-10 20:18:07 -- STEP: 114/330 -- GLOBAL_STEP: 128375 | > loss_disc: 2.3609836101531982 (2.2652427250878855) | > loss_disc_real_0: 0.12736690044403076 (0.11249192660314995) | > loss_disc_real_1: 0.1777755171060562 (0.20074896579771712) | > loss_disc_real_2: 0.21415971219539642 (0.21238748716157782) | > loss_disc_real_3: 0.23962895572185516 (0.2209156481058974) | > loss_disc_real_4: 0.22889205813407898 (0.2146005111566761) | > loss_disc_real_5: 0.20932558178901672 (0.21031046554184796) | > loss_0: 2.3609836101531982 (2.2652427250878855) | > grad_norm_0: tensor(15.3193, device='cuda:0') (tensor(13.6318, device='cuda:0')) | > loss_gen: 2.437837600708008 (2.5797592694299274) | > loss_kl: 1.496897578239441 (1.6639348289422822) | > loss_feat: 7.060596942901611 (7.2279274840103955) | > loss_mel: 21.096742630004883 (19.876545906066898) | > loss_duration: 2.0828943252563477 (2.088808771811033) | > loss_1: 34.174964904785156 (33.4369763826069) | > grad_norm_1: tensor(206.1937, device='cuda:0') (tensor(155.1371, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.367 (0.35494172991367806) | > loader_time: 0.004 (0.0036213335238004987)  --> TIME: 2024-06-10 20:18:16 -- STEP: 139/330 -- GLOBAL_STEP: 128400 | > loss_disc: 2.151120901107788 (2.276428672049543) | > loss_disc_real_0: 0.0961952805519104 (0.11358088506854695) | > loss_disc_real_1: 0.15658296644687653 (0.20112784978725928) | > loss_disc_real_2: 0.19326171278953552 (0.2139044430830496) | > loss_disc_real_3: 0.19320319592952728 (0.22188721393509733) | > loss_disc_real_4: 0.1890377253293991 (0.21561445424453818) | > loss_disc_real_5: 0.17601285874843597 (0.2111738549290801) | > loss_0: 2.151120901107788 (2.276428672049543) | > grad_norm_0: tensor(22.1072, device='cuda:0') (tensor(13.5920, device='cuda:0')) | > loss_gen: 2.6032557487487793 (2.568442864383725) | > loss_kl: 1.6140543222427368 (1.659041373849773) | > loss_feat: 8.294853210449219 (7.1818075763235845) | > loss_mel: 19.52513885498047 (19.877224133169054) | > loss_duration: 2.141645908355713 (2.089945481835509) | > loss_1: 34.178951263427734 (33.37646155048618) | > grad_norm_1: tensor(370.1992, device='cuda:0') (tensor(159.2518, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.38 (0.3568438351583138) | > loader_time: 0.0042 (0.0037258906330136085)  --> TIME: 2024-06-10 20:18:26 -- STEP: 164/330 -- GLOBAL_STEP: 128425 | > loss_disc: 2.335535764694214 (2.2764808055831156) | > loss_disc_real_0: 0.09544043242931366 (0.11488332126925631) | > loss_disc_real_1: 0.22739852964878082 (0.20100835165599498) | > loss_disc_real_2: 0.210196852684021 (0.2133739622446095) | > loss_disc_real_3: 0.2096981704235077 (0.22245887585166024) | > loss_disc_real_4: 0.20925898849964142 (0.2167817670397642) | > loss_disc_real_5: 0.21703951060771942 (0.21062489753452743) | > loss_0: 2.335535764694214 (2.2764808055831156) | > grad_norm_0: tensor(50.4395, device='cuda:0') (tensor(14.1666, device='cuda:0')) | > loss_gen: 2.5246167182922363 (2.572004111801706) | > loss_kl: 1.5324960947036743 (1.656043819537977) | > loss_feat: 6.8246941566467285 (7.212887708733722) | > loss_mel: 18.896770477294922 (19.87700615859614) | > loss_duration: 2.155606746673584 (2.0904375176604204) | > loss_1: 31.93418312072754 (33.40837938029592) | > grad_norm_1: tensor(324.3375, device='cuda:0') (tensor(170.4129, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.3702 (0.35978311300277704) | > loader_time: 0.0044 (0.003852172595698659)  --> TIME: 2024-06-10 20:18:36 -- STEP: 189/330 -- GLOBAL_STEP: 128450 | > loss_disc: 2.3140578269958496 (2.276281732730763) | > loss_disc_real_0: 0.10835619270801544 (0.11616460896200603) | > loss_disc_real_1: 0.192080557346344 (0.20120039164389253) | > loss_disc_real_2: 0.2455597221851349 (0.2129557846242158) | > loss_disc_real_3: 0.22869953513145447 (0.22271105166150149) | > loss_disc_real_4: 0.22720275819301605 (0.21699301039100324) | > loss_disc_real_5: 0.22705815732479095 (0.21064248712605269) | > loss_0: 2.3140578269958496 (2.276281732730763) | > grad_norm_0: tensor(43.1045, device='cuda:0') (tensor(14.9080, device='cuda:0')) | > loss_gen: 2.575554847717285 (2.574957195413176) | > loss_kl: 1.6801263093948364 (1.6524891140599731) | > loss_feat: 6.858413219451904 (7.230459261192847) | > loss_mel: 19.881898880004883 (19.840098113609994) | > loss_duration: 2.1639456748962402 (2.095400236901784) | > loss_1: 33.15993881225586 (33.393404006958015) | > grad_norm_1: tensor(298.4599, device='cuda:0') (tensor(180.6787, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.3845 (0.36343647563268267) | > loader_time: 0.0048 (0.003977019950826331)  --> TIME: 2024-06-10 20:18:46 -- STEP: 214/330 -- GLOBAL_STEP: 128475 | > loss_disc: 2.5299320220947266 (2.2726609584327035) | > loss_disc_real_0: 0.15459492802619934 (0.11621138460446741) | > loss_disc_real_1: 0.24354569613933563 (0.20153595193802754) | > loss_disc_real_2: 0.23630253970623016 (0.21293854560250433) | > loss_disc_real_3: 0.269051730632782 (0.22215751857958108) | > loss_disc_real_4: 0.27042847871780396 (0.21589085111551196) | > loss_disc_real_5: 0.24618662893772125 (0.21032752103616145) | > loss_0: 2.5299320220947266 (2.2726609584327035) | > grad_norm_0: tensor(40.6812, device='cuda:0') (tensor(16.4903, device='cuda:0')) | > loss_gen: 2.5220842361450195 (2.5833238597228148) | > loss_kl: 1.536514401435852 (1.6489430654828794) | > loss_feat: 6.646287441253662 (7.276062310299027) | > loss_mel: 18.625654220581055 (19.80657503538042) | > loss_duration: 2.197514533996582 (2.101048103559797) | > loss_1: 31.528053283691406 (33.41595245967402) | > grad_norm_1: tensor(200.2069, device='cuda:0') (tensor(193.9514, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.3917 (0.3675244756948168) | > loader_time: 0.005 (0.004126885226953809)  --> TIME: 2024-06-10 20:18:56 -- STEP: 239/330 -- GLOBAL_STEP: 128500 | > loss_disc: 2.2049686908721924 (2.270205089736682) | > loss_disc_real_0: 0.10800089687108994 (0.11577431051738592) | > loss_disc_real_1: 0.22291958332061768 (0.20124930897766577) | > loss_disc_real_2: 0.21529825031757355 (0.21283969975166242) | > loss_disc_real_3: 0.2682746946811676 (0.22260686356153447) | > loss_disc_real_4: 0.20466476678848267 (0.21541719437892468) | > loss_disc_real_5: 0.2139565646648407 (0.20988916671176336) | > loss_0: 2.2049686908721924 (2.270205089736682) | > grad_norm_0: tensor(17.2309, device='cuda:0') (tensor(17.6020, device='cuda:0')) | > loss_gen: 2.7138168811798096 (2.5954743588818667) | > loss_kl: 1.5787839889526367 (1.6471662800681142) | > loss_feat: 7.884916305541992 (7.308601131997847) | > loss_mel: 20.100934982299805 (19.79461956423196) | > loss_duration: 2.1302101612091064 (2.1077531346716154) | > loss_1: 34.40866470336914 (33.453614550155585) | > grad_norm_1: tensor(255.0891, device='cuda:0') (tensor(202.0943, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.4083 (0.37118358691865927) | > loader_time: 0.0059 (0.004285396392375354) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_128500.pth  --> TIME: 2024-06-10 20:19:12 -- STEP: 264/330 -- GLOBAL_STEP: 128525 | > loss_disc: 2.3768131732940674 (2.264409056215574) | > loss_disc_real_0: 0.07864170521497726 (0.11488335448401896) | > loss_disc_real_1: 0.20523880422115326 (0.20120024026343317) | > loss_disc_real_2: 0.20951175689697266 (0.2122348758646033) | > loss_disc_real_3: 0.25502246618270874 (0.22236783300159554) | > loss_disc_real_4: 0.2261650115251541 (0.21559550003571945) | > loss_disc_real_5: 0.2109142243862152 (0.209509010454922) | > loss_0: 2.3768131732940674 (2.264409056215574) | > grad_norm_0: tensor(56.0805, device='cuda:0') (tensor(19.1267, device='cuda:0')) | > loss_gen: 2.584686756134033 (2.6100789281454952) | > loss_kl: 1.6557834148406982 (1.6450920321724631) | > loss_feat: 7.20368766784668 (7.3652535803390276) | > loss_mel: 19.471237182617188 (19.77112979599923) | > loss_duration: 2.207756280899048 (2.1137348327672854) | > loss_1: 33.12314987182617 (33.5052892150301) | > grad_norm_1: tensor(459.5893, device='cuda:0') (tensor(216.2320, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.428 (0.37620129910382355) | > loader_time: 0.0062 (0.00446056777780706)  --> TIME: 2024-06-10 20:19:23 -- STEP: 289/330 -- GLOBAL_STEP: 128550 | > loss_disc: 2.364731550216675 (2.2666197606848995) | > loss_disc_real_0: 0.12454480677843094 (0.11655097025540048) | > loss_disc_real_1: 0.2667035162448883 (0.2014045984481032) | > loss_disc_real_2: 0.2457127571105957 (0.21303804110490743) | > loss_disc_real_3: 0.23394767940044403 (0.2222623628109796) | > loss_disc_real_4: 0.2395077347755432 (0.21494927507370815) | > loss_disc_real_5: 0.18426062166690826 (0.2093926231960112) | > loss_0: 2.364731550216675 (2.2666197606848995) | > grad_norm_0: tensor(50.4129, device='cuda:0') (tensor(21.4542, device='cuda:0')) | > loss_gen: 2.3973655700683594 (2.6183170521548056) | > loss_kl: 1.5774835348129272 (1.64572758658122) | > loss_feat: 6.983360290527344 (7.394564650050497) | > loss_mel: 19.37369155883789 (19.716371384458967) | > loss_duration: 2.2433433532714844 (2.1214261438607354) | > loss_1: 32.57524490356445 (33.49640683896815) | > grad_norm_1: tensor(499.4849, device='cuda:0') (tensor(232.3175, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.4534 (0.38169504861930653) | > loader_time: 0.0069 (0.004624940119812645)  --> TIME: 2024-06-10 20:19:36 -- STEP: 314/330 -- GLOBAL_STEP: 128575 | > loss_disc: 2.2607102394104004 (2.2673509151312943) | > loss_disc_real_0: 0.15862411260604858 (0.11666369804768426) | > loss_disc_real_1: 0.20559191703796387 (0.20167450521402297) | > loss_disc_real_2: 0.21825911104679108 (0.21269110234300043) | > loss_disc_real_3: 0.17902511358261108 (0.22201239222743704) | > loss_disc_real_4: 0.1992867887020111 (0.2152620869552254) | > loss_disc_real_5: 0.1753440499305725 (0.20947417341599794) | > loss_0: 2.2607102394104004 (2.2673509151312943) | > grad_norm_0: tensor(49.8567, device='cuda:0') (tensor(22.3557, device='cuda:0')) | > loss_gen: 2.777646064758301 (2.614452674130725) | > loss_kl: 1.603411078453064 (1.6458036793265374) | > loss_feat: 7.962350845336914 (7.408038030004805) | > loss_mel: 19.49982452392578 (19.68469628255078) | > loss_duration: 2.3079893589019775 (2.132792687340149) | > loss_1: 34.151222229003906 (33.48578332184228) | > grad_norm_1: tensor(404.2417, device='cuda:0') (tensor(247.7602, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.5006 (0.39025800471093236) | > loader_time: 0.0109 (0.0048300232856896275)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4328975677490234 (2.4328975677490234) | > loss_disc_real_0: 0.2844504415988922 (0.2844504415988922) | > loss_disc_real_1: 0.16702787578105927 (0.16702787578105927) | > loss_disc_real_2: 0.2213086634874344 (0.2213086634874344) | > loss_disc_real_3: 0.240317240357399 (0.240317240357399) | > loss_disc_real_4: 0.21355445683002472 (0.21355445683002472) | > loss_disc_real_5: 0.17877976596355438 (0.17877976596355438) | > loss_0: 2.4328975677490234 (2.4328975677490234) | > loss_gen: 2.569981813430786 (2.569981813430786) | > loss_kl: 1.5233538150787354 (1.5233538150787354) | > loss_feat: 5.57501220703125 (5.57501220703125) | > loss_mel: 15.820135116577148 (15.820135116577148) | > loss_duration: 2.8956737518310547 (2.8956737518310547) | > loss_1: 28.384157180786133 (28.384157180786133)  --> STEP: 1 | > loss_disc: 2.3709797859191895 (2.3709797859191895) | > loss_disc_real_0: 0.08769290149211884 (0.08769290149211884) | > loss_disc_real_1: 0.19212786853313446 (0.19212786853313446) | > loss_disc_real_2: 0.20635655522346497 (0.20635655522346497) | > loss_disc_real_3: 0.257535845041275 (0.257535845041275) | > loss_disc_real_4: 0.24396736919879913 (0.24396736919879913) | > loss_disc_real_5: 0.2507028877735138 (0.2507028877735138) | > loss_0: 2.3709797859191895 (2.3709797859191895) | > loss_gen: 2.238130807876587 (2.238130807876587) | > loss_kl: 2.1318347454071045 (2.1318347454071045) | > loss_feat: 5.130990028381348 (5.130990028381348) | > loss_mel: 20.53406524658203 (20.53406524658203) | > loss_duration: 2.3068366050720215 (2.3068366050720215) | > loss_1: 32.34185791015625 (32.34185791015625)  --> STEP: 2 | > loss_disc: 2.5297656059265137 (2.4503726959228516) | > loss_disc_real_0: 0.18098536133766174 (0.1343391314148903) | > loss_disc_real_1: 0.2001354992389679 (0.19613168388605118) | > loss_disc_real_2: 0.22832991182804108 (0.21734323352575302) | > loss_disc_real_3: 0.2903711199760437 (0.27395348250865936) | > loss_disc_real_4: 0.2512017488479614 (0.24758455902338028) | > loss_disc_real_5: 0.22040529549121857 (0.23555409163236618) | > loss_0: 2.5297656059265137 (2.4503726959228516) | > loss_gen: 2.238161563873291 (2.238146185874939) | > loss_kl: 2.0888009071350098 (2.110317826271057) | > loss_feat: 5.758430480957031 (5.4447102546691895) | > loss_mel: 20.312467575073242 (20.423266410827637) | > loss_duration: 2.4032158851623535 (2.3550262451171875) | > loss_1: 32.80107498168945 (32.57146644592285)  --> STEP: 3 | > loss_disc: 2.0727345943450928 (2.324493328730265) | > loss_disc_real_0: 0.13000890612602234 (0.13289572298526764) | > loss_disc_real_1: 0.18199340999126434 (0.19141892592112222) | > loss_disc_real_2: 0.20532789826393127 (0.21333812177181244) | > loss_disc_real_3: 0.22435340285301208 (0.2574201226234436) | > loss_disc_real_4: 0.2411085069179535 (0.245425874988238) | > loss_disc_real_5: 0.2419564574956894 (0.23768821358680725) | > loss_0: 2.0727345943450928 (2.324493328730265) | > loss_gen: 2.8284366130828857 (2.4349096616109214) | > loss_kl: 2.048006057739258 (2.0895472367604575) | > loss_feat: 7.514057159423828 (6.134492556254069) | > loss_mel: 21.23501205444336 (20.69384829203288) | > loss_duration: 2.187765598297119 (2.2992726961771646) | > loss_1: 35.81327819824219 (33.65207036336263)  --> STEP: 4 | > loss_disc: 2.1230335235595703 (2.2741283774375916) | > loss_disc_real_0: 0.1001848429441452 (0.12471800297498703) | > loss_disc_real_1: 0.18251894414424896 (0.18919393047690392) | > loss_disc_real_2: 0.28047865629196167 (0.23012325540184975) | > loss_disc_real_3: 0.2316615730524063 (0.2509804852306843) | > loss_disc_real_4: 0.2059655636548996 (0.2355607971549034) | > loss_disc_real_5: 0.23843611776828766 (0.23787518963217735) | > loss_0: 2.1230335235595703 (2.2741283774375916) | > loss_gen: 2.662236452102661 (2.491741359233856) | > loss_kl: 2.5834434032440186 (2.2130212783813477) | > loss_feat: 6.673046112060547 (6.2691309452056885) | > loss_mel: 20.947458267211914 (20.757250785827637) | > loss_duration: 2.2346019744873047 (2.2831050157546997) | > loss_1: 35.10078430175781 (34.014248847961426)  --> STEP: 5 | > loss_disc: 2.1995482444763184 (2.259212350845337) | > loss_disc_real_0: 0.12191922962665558 (0.12415824830532074) | > loss_disc_real_1: 0.18263697624206543 (0.18788253962993623) | > loss_disc_real_2: 0.17783771455287933 (0.21966614723205566) | > loss_disc_real_3: 0.31397736072540283 (0.263579860329628) | > loss_disc_real_4: 0.24249128997325897 (0.23694689571857452) | > loss_disc_real_5: 0.22480633854866028 (0.23526141941547393) | > loss_0: 2.1995482444763184 (2.259212350845337) | > loss_gen: 2.6799445152282715 (2.5293819904327393) | > loss_kl: 1.7229849100112915 (2.1150140047073362) | > loss_feat: 7.09595251083374 (6.434495258331299) | > loss_mel: 21.10171127319336 (20.826142883300783) | > loss_duration: 2.3721981048583984 (2.3009236335754393) | > loss_1: 34.97279357910156 (34.20595779418945)  --> STEP: 6 | > loss_disc: 2.4489963054656982 (2.2908430099487305) | > loss_disc_real_0: 0.1518627107143402 (0.12877565870682398) | > loss_disc_real_1: 0.20530575513839722 (0.19078640888134638) | > loss_disc_real_2: 0.2641185522079468 (0.2270748813947042) | > loss_disc_real_3: 0.3094232678413391 (0.2712204282482465) | > loss_disc_real_4: 0.2650894224643707 (0.2416373168428739) | > loss_disc_real_5: 0.26587072014808655 (0.24036296953757605) | > loss_0: 2.4489963054656982 (2.2908430099487305) | > loss_gen: 2.527587890625 (2.529082973798116) | > loss_kl: 1.8475635051727295 (2.0704389214515686) | > loss_feat: 4.708427429199219 (6.146817286809285) | > loss_mel: 20.767351150512695 (20.816344261169434) | > loss_duration: 2.0878846645355225 (2.265417138735453) | > loss_1: 31.938814163208008 (33.828100522359215)  --> STEP: 7 | > loss_disc: 2.572925090789795 (2.3311404500688826) | > loss_disc_real_0: 0.1815902143716812 (0.136320595230375) | > loss_disc_real_1: 0.19287331402301788 (0.19108453818729945) | > loss_disc_real_2: 0.21048277616500854 (0.22470458064760482) | > loss_disc_real_3: 0.26744183897972107 (0.2706806297813143) | > loss_disc_real_4: 0.25416624546051025 (0.24342716378825052) | > loss_disc_real_5: 0.28725123405456543 (0.2470612930400031) | > loss_0: 2.572925090789795 (2.3311404500688826) | > loss_gen: 2.3139405250549316 (2.4983483382633755) | > loss_kl: 3.0310113430023193 (2.2076635531016757) | > loss_feat: 6.025312900543213 (6.129459517342704) | > loss_mel: 20.40425682067871 (20.757474626813615) | > loss_duration: 2.4695940017700195 (2.294585262026106) | > loss_1: 34.24411392211914 (33.887531008039204)  --> STEP: 8 | > loss_disc: 2.4432308673858643 (2.3451517522335052) | > loss_disc_real_0: 0.16564492881298065 (0.13998613692820072) | > loss_disc_real_1: 0.1266552209854126 (0.1830308735370636) | > loss_disc_real_2: 0.33096060156822205 (0.23798658326268196) | > loss_disc_real_3: 0.24209444224834442 (0.26710735633969307) | > loss_disc_real_4: 0.20968563854694366 (0.23920947313308716) | > loss_disc_real_5: 0.24631069600582123 (0.24696746841073036) | > loss_0: 2.4432308673858643 (2.3451517522335052) | > loss_gen: 2.3845295906066895 (2.4841209948062897) | > loss_kl: 2.2453434467315674 (2.2123735398054123) | > loss_feat: 6.14423131942749 (6.131305992603302) | > loss_mel: 19.181655883789062 (20.560497283935547) | > loss_duration: 2.167532444000244 (2.278703659772873) | > loss_1: 32.123294830322266 (33.667001485824585)  --> STEP: 9 | > loss_disc: 2.1566555500030518 (2.324207729763455) | > loss_disc_real_0: 0.09636696428060532 (0.135139562189579) | > loss_disc_real_1: 0.123923160135746 (0.17646334982580608) | > loss_disc_real_2: 0.22562414407730103 (0.23661297890875074) | > loss_disc_real_3: 0.19337177276611328 (0.2589145137204064) | > loss_disc_real_4: 0.21219058334827423 (0.23620737426810795) | > loss_disc_real_5: 0.2751133143901825 (0.2500947846306695) | > loss_0: 2.1566555500030518 (2.324207729763455) | > loss_gen: 2.610079288482666 (2.4981163607703314) | > loss_kl: 2.287325143814087 (2.220701495806376) | > loss_feat: 9.018311500549316 (6.452084382375081) | > loss_mel: 22.863380432128906 (20.816373189290363) | > loss_duration: 2.139678716659546 (2.2632564438713922) | > loss_1: 38.91877746582031 (34.250532150268555)  --> STEP: 10 | > loss_disc: 2.222649574279785 (2.3140519142150877) | > loss_disc_real_0: 0.09782315045595169 (0.1314079210162163) | > loss_disc_real_1: 0.19409285485744476 (0.17822630032896997) | > loss_disc_real_2: 0.23143166303634644 (0.23609484732151031) | > loss_disc_real_3: 0.22933568060398102 (0.2559566304087639) | > loss_disc_real_4: 0.1340901255607605 (0.2259956493973732) | > loss_disc_real_5: 0.15574656426906586 (0.2406599625945091) | > loss_0: 2.222649574279785 (2.3140519142150877) | > loss_gen: 2.5275373458862305 (2.5010584592819214) | > loss_kl: 1.9060852527618408 (2.189239871501923) | > loss_feat: 6.66951847076416 (6.473827791213989) | > loss_mel: 20.310434341430664 (20.765779304504395) | > loss_duration: 2.3034064769744873 (2.2672714471817015) | > loss_1: 33.71697998046875 (34.197176933288574)  --> STEP: 11 | > loss_disc: 2.430452346801758 (2.324633771722967) | > loss_disc_real_0: 0.1782757043838501 (0.13566862859509207) | > loss_disc_real_1: 0.21036545932292938 (0.18114804205569354) | > loss_disc_real_2: 0.22557687759399414 (0.23513866825537247) | > loss_disc_real_3: 0.27459168434143066 (0.2576507262208245) | > loss_disc_real_4: 0.2033211588859558 (0.22393433207815344) | > loss_disc_real_5: 0.25981712341308594 (0.2424015226689252) | > loss_0: 2.430452346801758 (2.324633771722967) | > loss_gen: 2.485074996948242 (2.499605417251587) | > loss_kl: 2.0305635929107666 (2.174814755266363) | > loss_feat: 7.37186336517334 (6.555467388846657) | > loss_mel: 19.608041763305664 (20.66053043712269) | > loss_duration: 2.3934013843536377 (2.2787378051064233) | > loss_1: 33.88894271850586 (34.1691556410356)  --> STEP: 12 | > loss_disc: 2.231675148010254 (2.3168872197469077) | > loss_disc_real_0: 0.07991237938404083 (0.13102227449417114) | > loss_disc_real_1: 0.14978019893169403 (0.17853405512869358) | > loss_disc_real_2: 0.16214431822299957 (0.22905580575267473) | > loss_disc_real_3: 0.25161802768707275 (0.25714800134301186) | > loss_disc_real_4: 0.23634856939315796 (0.22496885185440382) | > loss_disc_real_5: 0.3071174621582031 (0.24779451762636504) | > loss_0: 2.231675148010254 (2.3168872197469077) | > loss_gen: 2.4657623767852783 (2.4967851638793945) | > loss_kl: 1.8035980463027954 (2.143880029519399) | > loss_feat: 6.037420272827148 (6.512296795845032) | > loss_mel: 19.68032455444336 (20.578846613566082) | > loss_duration: 2.2215304374694824 (2.2739705244700117) | > loss_1: 32.20863723754883 (34.005779107411705)  --> STEP: 13 | > loss_disc: 2.5530059337615967 (2.3350501977480373) | > loss_disc_real_0: 0.169834703207016 (0.13400784593362075) | > loss_disc_real_1: 0.18908730149269104 (0.17934584331053954) | > loss_disc_real_2: 0.23512785136699677 (0.22952288618454567) | > loss_disc_real_3: 0.31987905502319336 (0.2619734670107181) | > loss_disc_real_4: 0.3019547760486603 (0.23089084602319276) | > loss_disc_real_5: 0.29137587547302246 (0.25114692976841557) | > loss_0: 2.5530059337615967 (2.3350501977480373) | > loss_gen: 2.262688636779785 (2.478777738717886) | > loss_kl: 1.8984261751174927 (2.1249989637961755) | > loss_feat: 4.987007141113281 (6.394966822404128) | > loss_mel: 19.505720138549805 (20.496298423180214) | > loss_duration: 2.08380126953125 (2.259342120243953) | > loss_1: 30.73764419555664 (33.754384114192085)  --> STEP: 14 | > loss_disc: 2.4050230979919434 (2.3400482620511736) | > loss_disc_real_0: 0.13859696686267853 (0.1343356402856963) | > loss_disc_real_1: 0.12478148937225342 (0.1754483894578048) | > loss_disc_real_2: 0.3036208152770996 (0.23481559540544236) | > loss_disc_real_3: 0.34902799129486084 (0.26819164731672834) | > loss_disc_real_4: 0.26602277159690857 (0.2334002692784582) | > loss_disc_real_5: 0.3060210049152374 (0.2550665065646171) | > loss_0: 2.4050230979919434 (2.3400482620511736) | > loss_gen: 2.650270938873291 (2.4910272530147006) | > loss_kl: 2.674055576324463 (2.1642172932624817) | > loss_feat: 6.822834491729736 (6.425528798784528) | > loss_mel: 20.920814514160156 (20.52662100110735) | > loss_duration: 2.359039783477783 (2.2664633819035123) | > loss_1: 35.42701721191406 (33.87385790688651)  --> STEP: 15 | > loss_disc: 2.0555949211120605 (2.321084705988566) | > loss_disc_real_0: 0.16993831098079681 (0.13670915166536968) | > loss_disc_real_1: 0.16403816640377045 (0.17468770792086918) | > loss_disc_real_2: 0.25771090388298035 (0.2363419493039449) | > loss_disc_real_3: 0.1839849203824997 (0.2625778655211131) | > loss_disc_real_4: 0.1695549041032791 (0.2291439116001129) | > loss_disc_real_5: 0.1931438446044922 (0.25093832910060876) | > loss_0: 2.0555949211120605 (2.321084705988566) | > loss_gen: 2.885256290435791 (2.5173091888427734) | > loss_kl: 2.549595594406128 (2.1899091800053916) | > loss_feat: 9.729056358337402 (6.645763969421386) | > loss_mel: 20.160715103149414 (20.50222727457682) | > loss_duration: 2.3288309574127197 (2.2706212202707925) | > loss_1: 37.65345764160156 (34.12583122253418)  --> STEP: 16 | > loss_disc: 2.4324774742126465 (2.328046754002571) | > loss_disc_real_0: 0.20545415580272675 (0.1410057144239545) | > loss_disc_real_1: 0.1920013427734375 (0.1757698100991547) | > loss_disc_real_2: 0.2573605179786682 (0.2376556098461151) | > loss_disc_real_3: 0.20299825072288513 (0.25885413959622383) | > loss_disc_real_4: 0.17495760321617126 (0.22575726732611656) | > loss_disc_real_5: 0.18398348987102509 (0.2467536516487598) | > loss_0: 2.4324774742126465 (2.328046754002571) | > loss_gen: 2.3583242893218994 (2.507372632622719) | > loss_kl: 1.853564739227295 (2.1688876524567604) | > loss_feat: 6.336098670959473 (6.626409888267517) | > loss_mel: 19.310304641723633 (20.4277321100235) | > loss_duration: 2.3701987266540527 (2.2768448144197464) | > loss_1: 32.22848892211914 (34.00724732875824)  --> STEP: 17 | > loss_disc: 2.1553263664245605 (2.3178867312038647) | > loss_disc_real_0: 0.15598981082439423 (0.14188713185927448) | > loss_disc_real_1: 0.14611540734767914 (0.17402543346671498) | > loss_disc_real_2: 0.30959174036979675 (0.24188714693574345) | > loss_disc_real_3: 0.20862948894500732 (0.2558997483814464) | > loss_disc_real_4: 0.2196648120880127 (0.2253988876062281) | > loss_disc_real_5: 0.19826272130012512 (0.24390124398119303) | > loss_0: 2.1553263664245605 (2.3178867312038647) | > loss_gen: 2.758816719055176 (2.5221634612363926) | > loss_kl: 1.6285316944122314 (2.1371020078659058) | > loss_feat: 8.123588562011719 (6.714479222017176) | > loss_mel: 20.718164443969727 (20.44481636496151) | > loss_duration: 2.4110727310180664 (2.2847405742196476) | > loss_1: 35.64017105102539 (34.10330166536219)  --> STEP: 18 | > loss_disc: 2.160921573638916 (2.3091664446724787) | > loss_disc_real_0: 0.040009114891290665 (0.13622724202771982) | > loss_disc_real_1: 0.1674409806728363 (0.17365963053372171) | > loss_disc_real_2: 0.15709705650806427 (0.23717658635642794) | > loss_disc_real_3: 0.18119816482067108 (0.2517496604058478) | > loss_disc_real_4: 0.16447484493255615 (0.22201421856880188) | > loss_disc_real_5: 0.2553770840167999 (0.24453879064983786) | > loss_0: 2.160921573638916 (2.3091664446724787) | > loss_gen: 2.4736366271972656 (2.5194675260119967) | > loss_kl: 2.276878833770752 (2.144867387082842) | > loss_feat: 10.126433372497559 (6.904032230377197) | > loss_mel: 22.0929012298584 (20.536376635233562) | > loss_duration: 2.2342758178710938 (2.2819369766447277) | > loss_1: 39.20412826538086 (34.386680920918785)  --> STEP: 19 | > loss_disc: 2.3176653385162354 (2.3096137548747815) | > loss_disc_real_0: 0.1911197006702423 (0.1391163187983789) | > loss_disc_real_1: 0.23035599291324615 (0.17664364960632825) | > loss_disc_real_2: 0.30119654536247253 (0.24054605788306185) | > loss_disc_real_3: 0.2478848546743393 (0.25154624957787364) | > loss_disc_real_4: 0.21546541154384613 (0.22166954451485685) | > loss_disc_real_5: 0.2056354135274887 (0.24249124448550372) | > loss_0: 2.3176653385162354 (2.3096137548747815) | > loss_gen: 2.8182334899902344 (2.535192050431904) | > loss_kl: 1.4897449016571045 (2.1103872562709607) | > loss_feat: 8.346517562866211 (6.979952511034514) | > loss_mel: 18.030847549438477 (20.40450668334961) | > loss_duration: 2.32375431060791 (2.2841378889585795) | > loss_1: 33.009098052978516 (34.31417655944824)  --> STEP: 20 | > loss_disc: 2.278311252593994 (2.308048629760742) | > loss_disc_real_0: 0.18547850847244263 (0.1414344282820821) | > loss_disc_real_1: 0.10835151374340057 (0.17322904281318188) | > loss_disc_real_2: 0.246840238571167 (0.2408607669174671) | > loss_disc_real_3: 0.2252207100391388 (0.2502299726009369) | > loss_disc_real_4: 0.21101386845111847 (0.22113676071166993) | > loss_disc_real_5: 0.2944173514842987 (0.24508754983544345) | > loss_0: 2.278311252593994 (2.308048629760742) | > loss_gen: 2.6278185844421387 (2.5398233771324157) | > loss_kl: 2.0434114933013916 (2.1070384681224823) | > loss_feat: 7.597294330596924 (7.010819602012634) | > loss_mel: 23.087121963500977 (20.53863744735718) | > loss_duration: 2.328550100326538 (2.2863584995269775) | > loss_1: 37.68419647216797 (34.48267755508423)  --> STEP: 21 | > loss_disc: 2.2241287231445312 (2.3040524437313987) | > loss_disc_real_0: 0.18883557617664337 (0.14369162580087075) | > loss_disc_real_1: 0.2059582769870758 (0.1747875777738435) | > loss_disc_real_2: 0.2500743865966797 (0.24129951071171535) | > loss_disc_real_3: 0.20834198594093323 (0.24823530656950815) | > loss_disc_real_4: 0.1920352429151535 (0.21975097414993106) | > loss_disc_real_5: 0.17306973040103912 (0.24165812986237659) | > loss_0: 2.2241287231445312 (2.3040524437313987) | > loss_gen: 2.6632518768310547 (2.5457009247371127) | > loss_kl: 1.9263161420822144 (2.098432643072946) | > loss_feat: 6.6667070388793945 (6.99443328948248) | > loss_mel: 18.226261138916016 (20.428524289812362) | > loss_duration: 2.142404794692993 (2.2795035612015497) | > loss_1: 31.624940872192383 (34.3465948558989)  --> STEP: 22 | > loss_disc: 2.18735408782959 (2.2987479730085894) | > loss_disc_real_0: 0.12043480575084686 (0.14263449761677877) | > loss_disc_real_1: 0.10596001148223877 (0.171659052033316) | > loss_disc_real_2: 0.18679551780223846 (0.23882205648855728) | > loss_disc_real_3: 0.20625469088554382 (0.2463270967656916) | > loss_disc_real_4: 0.16937413811683655 (0.21746111796660858) | > loss_disc_real_5: 0.13207727670669556 (0.2366771819916638) | > loss_0: 2.18735408782959 (2.2987479730085894) | > loss_gen: 2.3523619174957275 (2.5369127880443227) | > loss_kl: 2.0240840911865234 (2.0950531634417446) | > loss_feat: 8.160124778747559 (7.047419266267256) | > loss_mel: 21.732919692993164 (20.487814989956945) | > loss_duration: 2.1251869201660156 (2.272489168427207) | > loss_1: 36.39468002319336 (34.43968963623047)  --> STEP: 23 | > loss_disc: 2.2418088912963867 (2.296272360760233) | > loss_disc_real_0: 0.07490120828151703 (0.1396895719935065) | > loss_disc_real_1: 0.17427568137645721 (0.17177281852649606) | > loss_disc_real_2: 0.22708547115325928 (0.2383117701696313) | > loss_disc_real_3: 0.2518410086631775 (0.24656683206558228) | > loss_disc_real_4: 0.2574136257171631 (0.2191981835209805) | > loss_disc_real_5: 0.18753263354301453 (0.23454046249389646) | > loss_0: 2.2418088912963867 (2.296272360760233) | > loss_gen: 2.563891649246216 (2.5380857820096225) | > loss_kl: 2.6308414936065674 (2.1183483082315195) | > loss_feat: 8.60942554473877 (7.115332582722539) | > loss_mel: 19.686731338500977 (20.452985265980598) | > loss_duration: 2.3022966384887695 (2.2737851453864053) | > loss_1: 35.79318618774414 (34.498537312383235)  --> STEP: 24 | > loss_disc: 2.2914586067199707 (2.296071787675222) | > loss_disc_real_0: 0.192655548453331 (0.14189648767933252) | > loss_disc_real_1: 0.16498678922653198 (0.1714900673056642) | > loss_disc_real_2: 0.15637964010238647 (0.23489793141682944) | > loss_disc_real_3: 0.268657922744751 (0.2474872941772143) | > loss_disc_real_4: 0.2293013483285904 (0.2196191487212976) | > loss_disc_real_5: 0.25031793117523193 (0.23519785702228543) | > loss_0: 2.2914586067199707 (2.296071787675222) | > loss_gen: 2.561631679534912 (2.5390668610731764) | > loss_kl: 2.142399549484253 (2.1193504432837167) | > loss_feat: 8.052029609680176 (7.154361625512441) | > loss_mel: 20.654815673828125 (20.46139486630758) | > loss_duration: 2.426486015319824 (2.2801476816336312) | > loss_1: 35.837364196777344 (34.55432176589966)  --> STEP: 25 | > loss_disc: 2.6444334983825684 (2.3100062561035157) | > loss_disc_real_0: 0.18593382835388184 (0.1436579813063145) | > loss_disc_real_1: 0.2603086531162262 (0.1750428107380867) | > loss_disc_real_2: 0.29686370491981506 (0.23737656235694884) | > loss_disc_real_3: 0.2121884673833847 (0.24607534110546112) | > loss_disc_real_4: 0.21786180138587952 (0.21954885482788086) | > loss_disc_real_5: 0.2399519979953766 (0.23538802266120906) | > loss_0: 2.6444334983825684 (2.3100062561035157) | > loss_gen: 2.3190479278564453 (2.5302661037445073) | > loss_kl: 1.960541844367981 (2.1129980993270876) | > loss_feat: 8.6158447265625 (7.212820949554444) | > loss_mel: 19.933658599853516 (20.440285415649416) | > loss_duration: 2.3026020526885986 (2.28104585647583) | > loss_1: 35.13169479370117 (34.57741668701172)  --> STEP: 26 | > loss_disc: 2.3960602283477783 (2.3133160242667565) | > loss_disc_real_0: 0.0703246220946312 (0.1408374674904805) | > loss_disc_real_1: 0.11941403150558472 (0.1729032423060674) | > loss_disc_real_2: 0.17393389344215393 (0.23493645970637983) | > loss_disc_real_3: 0.10693555325269699 (0.24072381080343172) | > loss_disc_real_4: 0.10027055442333221 (0.21496122788924438) | > loss_disc_real_5: 0.23693500459194183 (0.23544752196623725) | > loss_0: 2.3960602283477783 (2.3133160242667565) | > loss_gen: 1.9050657749176025 (2.506219937251165) | > loss_kl: 2.2332541942596436 (2.1176233337475705) | > loss_feat: 9.431346893310547 (7.29814887046814) | > loss_mel: 20.402751922607422 (20.438841819763184) | > loss_duration: 2.2911510467529297 (2.281434517640334) | > loss_1: 36.263572692871094 (34.64226884108324) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022625648058377783 (-8.485867426945596e-05) | > avg_loss_disc: 2.3133160242667565 (-0.011883451388432498) | > avg_loss_disc_real_0: 0.1408374674904805 (+0.057704922958062246) | > avg_loss_disc_real_1: 0.1729032423060674 (-0.046513060251107574) | > avg_loss_disc_real_2: 0.23493645970637983 (-0.05118768203717011) | > avg_loss_disc_real_3: 0.24072381080343172 (-0.022494065360381038) | > avg_loss_disc_real_4: 0.21496122788924438 (-0.023716674974331498) | > avg_loss_disc_real_5: 0.23544752196623725 (-0.037707227926987774) | > avg_loss_0: 2.3133160242667565 (-0.011883451388432498) | > avg_loss_gen: 2.506219937251165 (-0.14160538636720998) | > avg_loss_kl: 2.1176233337475705 (+0.14812131111438465) | > avg_loss_feat: 7.29814887046814 (+0.19507524600395776) | > avg_loss_mel: 20.438841819763184 (+0.49706143599290087) | > avg_loss_duration: 2.281434517640334 (+0.017817011246314518) | > avg_loss_1: 34.64226884108324 (+0.7164698380690311)  > EPOCH: 123/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:20:02)   --> TIME: 2024-06-10 20:20:06 -- STEP: 9/330 -- GLOBAL_STEP: 128600 | > loss_disc: 2.318272590637207 (2.289074420928955) | > loss_disc_real_0: 0.11060656607151031 (0.10345980276664098) | > loss_disc_real_1: 0.2318536937236786 (0.20164547198348576) | > loss_disc_real_2: 0.2223222851753235 (0.21710258391168383) | > loss_disc_real_3: 0.27399104833602905 (0.23220777014891306) | > loss_disc_real_4: 0.252895325422287 (0.22690678305096096) | > loss_disc_real_5: 0.2695091962814331 (0.22599965830643973) | > loss_0: 2.318272590637207 (2.289074420928955) | > grad_norm_0: tensor(11.4534, device='cuda:0') (tensor(12.7757, device='cuda:0')) | > loss_gen: 2.639284133911133 (2.5843998856014676) | > loss_kl: 1.5870786905288696 (1.6827320787641737) | > loss_feat: 7.084250450134277 (6.980634477403429) | > loss_mel: 20.254432678222656 (20.239013883802627) | > loss_duration: 2.2303242683410645 (2.2800704638163247) | > loss_1: 33.795372009277344 (33.76685078938802) | > grad_norm_1: tensor(292.7584, device='cuda:0') (tensor(150.8958, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.3237 (0.3313828574286567) | > loader_time: 0.0027 (0.0028872225019666883)  --> TIME: 2024-06-10 20:20:15 -- STEP: 34/330 -- GLOBAL_STEP: 128625 | > loss_disc: 2.190760612487793 (2.2636102578219246) | > loss_disc_real_0: 0.08786314725875854 (0.10813610825468511) | > loss_disc_real_1: 0.179338276386261 (0.20180182290427826) | > loss_disc_real_2: 0.21423345804214478 (0.21215242410407348) | > loss_disc_real_3: 0.20419159531593323 (0.2236840523341123) | > loss_disc_real_4: 0.21924352645874023 (0.21455054817830815) | > loss_disc_real_5: 0.1738760769367218 (0.21265436533619375) | > loss_0: 2.190760612487793 (2.2636102578219246) | > grad_norm_0: tensor(13.7341, device='cuda:0') (tensor(13.0984, device='cuda:0')) | > loss_gen: 2.5825915336608887 (2.5812028085484227) | > loss_kl: 1.7554851770401 (1.687261725173277) | > loss_feat: 8.61474323272705 (7.233464970308192) | > loss_mel: 21.300565719604492 (19.98481834636015) | > loss_duration: 2.1257095336914062 (2.143476132084342) | > loss_1: 36.37909698486328 (33.63022417180679) | > grad_norm_1: tensor(150.0146, device='cuda:0') (tensor(168.7382, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.346 (0.3386896708432366) | > loader_time: 0.0032 (0.003152061911190257)  --> TIME: 2024-06-10 20:20:24 -- STEP: 59/330 -- GLOBAL_STEP: 128650 | > loss_disc: 2.3640077114105225 (2.268426252623735) | > loss_disc_real_0: 0.1450713872909546 (0.10964847154031365) | > loss_disc_real_1: 0.1578424870967865 (0.20259662023035147) | > loss_disc_real_2: 0.2461114525794983 (0.21438750902474937) | > loss_disc_real_3: 0.22794750332832336 (0.22259376564268338) | > loss_disc_real_4: 0.2366500049829483 (0.21713906577077963) | > loss_disc_real_5: 0.21510840952396393 (0.21256166797573284) | > loss_0: 2.3640077114105225 (2.268426252623735) | > grad_norm_0: tensor(15.9996, device='cuda:0') (tensor(15.9188, device='cuda:0')) | > loss_gen: 2.477278232574463 (2.599340838901067) | > loss_kl: 1.7888137102127075 (1.6738595073505984) | > loss_feat: 6.783990383148193 (7.327971280631372) | > loss_mel: 18.525373458862305 (19.89992694531457) | > loss_duration: 2.0203514099121094 (2.1086815151117606) | > loss_1: 31.595808029174805 (33.60978000446904) | > grad_norm_1: tensor(313.0205, device='cuda:0') (tensor(202.1752, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.3469 (0.3418364524841309) | > loader_time: 0.0034 (0.003246424561839993)  --> TIME: 2024-06-10 20:20:33 -- STEP: 84/330 -- GLOBAL_STEP: 128675 | > loss_disc: 2.275050163269043 (2.2723742099035347) | > loss_disc_real_0: 0.07563124597072601 (0.1093004486035733) | > loss_disc_real_1: 0.19990462064743042 (0.20118200459650584) | > loss_disc_real_2: 0.23887529969215393 (0.21466001140929403) | > loss_disc_real_3: 0.2291160374879837 (0.22343232269798005) | > loss_disc_real_4: 0.22046688199043274 (0.21712206978173482) | > loss_disc_real_5: 0.21333599090576172 (0.21356419048139028) | > loss_0: 2.275050163269043 (2.2723742099035347) | > grad_norm_0: tensor(22.2337, device='cuda:0') (tensor(16.0953, device='cuda:0')) | > loss_gen: 2.733445405960083 (2.5999360652196977) | > loss_kl: 1.500242829322815 (1.6611463299819402) | > loss_feat: 7.904214859008789 (7.361878905977521) | > loss_mel: 21.1202335357666 (19.946951616378062) | > loss_duration: 2.1544079780578613 (2.094899695544015) | > loss_1: 35.41254425048828 (33.664812542143316) | > grad_norm_1: tensor(129.2270, device='cuda:0') (tensor(212.2705, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.3466 (0.34695201828366246) | > loader_time: 0.0037 (0.0033601635978335424)  --> TIME: 2024-06-10 20:20:42 -- STEP: 109/330 -- GLOBAL_STEP: 128700 | > loss_disc: 2.262688636779785 (2.275552972741084) | > loss_disc_real_0: 0.1471940279006958 (0.11258762910825397) | > loss_disc_real_1: 0.20799356698989868 (0.2019622988930536) | > loss_disc_real_2: 0.22691132128238678 (0.21443688432011035) | > loss_disc_real_3: 0.24849334359169006 (0.2236411162746062) | > loss_disc_real_4: 0.24035853147506714 (0.21790434652512228) | > loss_disc_real_5: 0.2102605253458023 (0.21291688193968678) | > loss_0: 2.262688636779785 (2.275552972741084) | > grad_norm_0: tensor(22.2995, device='cuda:0') (tensor(18.3920, device='cuda:0')) | > loss_gen: 2.5968098640441895 (2.6027081209585208) | > loss_kl: 1.5541503429412842 (1.6636115181336708) | > loss_feat: 7.295749187469482 (7.358866717837272) | > loss_mel: 20.076927185058594 (19.910897316188986) | > loss_duration: 2.026261329650879 (2.090116571942599) | > loss_1: 33.549896240234375 (33.62620015975532) | > grad_norm_1: tensor(311.8464, device='cuda:0') (tensor(235.8683, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.359 (0.34999809571362417) | > loader_time: 0.0034 (0.003432836007634434)  --> TIME: 2024-06-10 20:20:51 -- STEP: 134/330 -- GLOBAL_STEP: 128725 | > loss_disc: 2.270864486694336 (2.269457674738187) | > loss_disc_real_0: 0.10756383091211319 (0.11159068774153937) | > loss_disc_real_1: 0.21510012447834015 (0.20200154885872088) | > loss_disc_real_2: 0.20842812955379486 (0.21449910749250384) | > loss_disc_real_3: 0.22257135808467865 (0.22272850928911522) | > loss_disc_real_4: 0.20294047892093658 (0.21631866159723767) | > loss_disc_real_5: 0.2226954996585846 (0.21254685943696036) | > loss_0: 2.270864486694336 (2.269457674738187) | > grad_norm_0: tensor(26.2322, device='cuda:0') (tensor(20.6741, device='cuda:0')) | > loss_gen: 2.8522303104400635 (2.6180078823175004) | > loss_kl: 1.6602566242218018 (1.6579202039917904) | > loss_feat: 7.866013050079346 (7.396747557084952) | > loss_mel: 20.21193504333496 (19.913234924202534) | > loss_duration: 2.0990371704101562 (2.089646886533763) | > loss_1: 34.68947219848633 (33.67555746391639) | > grad_norm_1: tensor(395.7407, device='cuda:0') (tensor(248.7201, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.3574 (0.35209087293539476) | > loader_time: 0.0041 (0.003516658028559898)  --> TIME: 2024-06-10 20:21:01 -- STEP: 159/330 -- GLOBAL_STEP: 128750 | > loss_disc: 2.191065788269043 (2.2688573081538386) | > loss_disc_real_0: 0.12872189283370972 (0.11214398372473207) | > loss_disc_real_1: 0.21304744482040405 (0.2031659463291648) | > loss_disc_real_2: 0.1892731487751007 (0.2139141873556114) | > loss_disc_real_3: 0.20741599798202515 (0.2226340760412456) | > loss_disc_real_4: 0.2078835517168045 (0.2164536612401218) | > loss_disc_real_5: 0.22669434547424316 (0.2121357930906164) | > loss_0: 2.191065788269043 (2.2688573081538386) | > grad_norm_0: tensor(32.2506, device='cuda:0') (tensor(21.8166, device='cuda:0')) | > loss_gen: 2.865488290786743 (2.619210229729706) | > loss_kl: 1.674188256263733 (1.6614669403939877) | > loss_feat: 7.946199893951416 (7.392862083027198) | > loss_mel: 19.535537719726562 (19.93099363794866) | > loss_duration: 2.078892469406128 (2.08953944767046) | > loss_1: 34.10030746459961 (33.69407236351158) | > grad_norm_1: tensor(398.7835, device='cuda:0') (tensor(254.2851, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.3636 (0.3549303573632389) | > loader_time: 0.0044 (0.003629675451314674)  --> TIME: 2024-06-10 20:21:10 -- STEP: 184/330 -- GLOBAL_STEP: 128775 | > loss_disc: 2.237534761428833 (2.266261261442436) | > loss_disc_real_0: 0.14821875095367432 (0.11261019981263773) | > loss_disc_real_1: 0.2218492031097412 (0.20226065709215144) | > loss_disc_real_2: 0.2326880842447281 (0.21431847605044435) | > loss_disc_real_3: 0.1980433613061905 (0.22235118889290353) | > loss_disc_real_4: 0.20944374799728394 (0.21569981012979275) | > loss_disc_real_5: 0.20974385738372803 (0.21132759118209715) | > loss_0: 2.237534761428833 (2.266261261442436) | > grad_norm_0: tensor(35.5876, device='cuda:0') (tensor(21.3177, device='cuda:0')) | > loss_gen: 2.7142789363861084 (2.6161306137624) | > loss_kl: 1.7594457864761353 (1.6575231629869212) | > loss_feat: 7.387224197387695 (7.390631670537203) | > loss_mel: 18.995615005493164 (19.921805661657576) | > loss_duration: 2.116363525390625 (2.0939160747372574) | > loss_1: 32.97292709350586 (33.68000720894855) | > grad_norm_1: tensor(369.7776, device='cuda:0') (tensor(255.1500, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.3791 (0.3579460965550464) | > loader_time: 0.0047 (0.0037683144859645677)  --> TIME: 2024-06-10 20:21:20 -- STEP: 209/330 -- GLOBAL_STEP: 128800 | > loss_disc: 2.178373336791992 (2.2620348051974664) | > loss_disc_real_0: 0.07857757061719894 (0.11275263095016115) | > loss_disc_real_1: 0.20173275470733643 (0.20103380255151593) | > loss_disc_real_2: 0.17961770296096802 (0.21419040552166668) | > loss_disc_real_3: 0.1910373717546463 (0.2212465472483749) | > loss_disc_real_4: 0.19191423058509827 (0.21516235536365413) | > loss_disc_real_5: 0.1686462163925171 (0.21085332761826128) | > loss_0: 2.178373336791992 (2.2620348051974664) | > grad_norm_0: tensor(25.3449, device='cuda:0') (tensor(21.8490, device='cuda:0')) | > loss_gen: 2.6150617599487305 (2.617160343097158) | > loss_kl: 1.7312732934951782 (1.6579827355425893) | > loss_feat: 7.965936660766602 (7.4034944926722766) | > loss_mel: 19.916946411132812 (19.889889420504765) | > loss_duration: 2.1487271785736084 (2.0993089533308464) | > loss_1: 34.37794494628906 (33.667835929177045) | > grad_norm_1: tensor(386.8867, device='cuda:0') (tensor(264.6296, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.4065 (0.3632006074823261) | > loader_time: 0.0049 (0.003914675644139924)  --> TIME: 2024-06-10 20:21:31 -- STEP: 234/330 -- GLOBAL_STEP: 128825 | > loss_disc: 2.3123135566711426 (2.2655483565778844) | > loss_disc_real_0: 0.10612709075212479 (0.11378409299585554) | > loss_disc_real_1: 0.22583578526973724 (0.2017146088501327) | > loss_disc_real_2: 0.2378954440355301 (0.21431681488314253) | > loss_disc_real_3: 0.2524527609348297 (0.222257973992417) | > loss_disc_real_4: 0.24311067163944244 (0.21568236213464) | > loss_disc_real_5: 0.21368741989135742 (0.2107697248331502) | > loss_0: 2.3123135566711426 (2.2655483565778844) | > grad_norm_0: tensor(5.5223, device='cuda:0') (tensor(22.8289, device='cuda:0')) | > loss_gen: 2.7430148124694824 (2.6196900188413443) | > loss_kl: 1.6090065240859985 (1.6599383012861268) | > loss_feat: 7.063669681549072 (7.408421447134425) | > loss_mel: 19.025291442871094 (19.872302780803444) | > loss_duration: 2.1666970252990723 (2.10598047523417) | > loss_1: 32.60768127441406 (33.66633305997931) | > grad_norm_1: tensor(404.2358, device='cuda:0') (tensor(273.4014, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.4207 (0.3688100882065602) | > loader_time: 0.006 (0.004074414571126302)  --> TIME: 2024-06-10 20:21:42 -- STEP: 259/330 -- GLOBAL_STEP: 128850 | > loss_disc: 2.153034210205078 (2.2660548291151152) | > loss_disc_real_0: 0.11190165579319 (0.11485774541798706) | > loss_disc_real_1: 0.1980115920305252 (0.20139935273231227) | > loss_disc_real_2: 0.19287966191768646 (0.2146977840933561) | > loss_disc_real_3: 0.21273104846477509 (0.22187075910651086) | > loss_disc_real_4: 0.17972224950790405 (0.21496190826865233) | > loss_disc_real_5: 0.20102614164352417 (0.2101508507282117) | > loss_0: 2.153034210205078 (2.2660548291151152) | > grad_norm_0: tensor(7.8841, device='cuda:0') (tensor(23.9266, device='cuda:0')) | > loss_gen: 2.9568519592285156 (2.62223227327855) | > loss_kl: 1.7297577857971191 (1.66252457451176) | > loss_feat: 8.475936889648438 (7.41688889242047) | > loss_mel: 19.573211669921875 (19.8375259163757) | > loss_duration: 2.2026114463806152 (2.1116972784278008) | > loss_1: 34.9383659362793 (33.65086894237859) | > grad_norm_1: tensor(217.6017, device='cuda:0') (tensor(276.2022, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.4271 (0.3748497521094834) | > loader_time: 0.006 (0.004260574068341936)  --> TIME: 2024-06-10 20:21:53 -- STEP: 284/330 -- GLOBAL_STEP: 128875 | > loss_disc: 2.2714529037475586 (2.2658293692159006) | > loss_disc_real_0: 0.11957964301109314 (0.11554734387867888) | > loss_disc_real_1: 0.16450375318527222 (0.2016325684290537) | > loss_disc_real_2: 0.2384698987007141 (0.21480549216060582) | > loss_disc_real_3: 0.1805001050233841 (0.22133944089144048) | > loss_disc_real_4: 0.20818500220775604 (0.21470231867172343) | > loss_disc_real_5: 0.19271035492420197 (0.2095918065120637) | > loss_0: 2.2714529037475586 (2.2658293692159006) | > grad_norm_0: tensor(51.1914, device='cuda:0') (tensor(25.8766, device='cuda:0')) | > loss_gen: 2.551506519317627 (2.6261582693583536) | > loss_kl: 1.7724199295043945 (1.6644781668421247) | > loss_feat: 7.3073248863220215 (7.43605962773444) | > loss_mel: 19.205360412597656 (19.79549452284691) | > loss_duration: 2.207016706466675 (2.1193974803031326) | > loss_1: 33.04362869262695 (33.641588090171275) | > grad_norm_1: tensor(288.9582, device='cuda:0') (tensor(286.9455, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.4393 (0.38019786418323775) | > loader_time: 0.0062 (0.004413168195267797)  --> TIME: 2024-06-10 20:22:05 -- STEP: 309/330 -- GLOBAL_STEP: 128900 | > loss_disc: 2.267294406890869 (2.2695244083898367) | > loss_disc_real_0: 0.17442700266838074 (0.11619866583918291) | > loss_disc_real_1: 0.23773761093616486 (0.20246841534248844) | > loss_disc_real_2: 0.24130508303642273 (0.21517356825106362) | > loss_disc_real_3: 0.25099554657936096 (0.22179045752414223) | > loss_disc_real_4: 0.2349083572626114 (0.21514575381109236) | > loss_disc_real_5: 0.2507474720478058 (0.21013093949521638) | > loss_0: 2.267294406890869 (2.2695244083898367) | > grad_norm_0: tensor(41.7714, device='cuda:0') (tensor(25.9715, device='cuda:0')) | > loss_gen: 2.6453866958618164 (2.6245911051926103) | > loss_kl: 1.6434357166290283 (1.6664965033145398) | > loss_feat: 7.953448295593262 (7.4597045734862295) | > loss_mel: 18.07049560546875 (19.76095366863756) | > loss_duration: 2.2953102588653564 (2.1295055343881) | > loss_1: 32.60807800292969 (33.64125141279598) | > grad_norm_1: tensor(553.5051, device='cuda:0') (tensor(287.9265, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.4869 (0.38718521942212736) | > loader_time: 0.0077 (0.004603165253080593)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3531813621520996 (2.3531813621520996) | > loss_disc_real_0: 0.1345209777355194 (0.1345209777355194) | > loss_disc_real_1: 0.2417958676815033 (0.2417958676815033) | > loss_disc_real_2: 0.22739624977111816 (0.22739624977111816) | > loss_disc_real_3: 0.1996891051530838 (0.1996891051530838) | > loss_disc_real_4: 0.19403621554374695 (0.19403621554374695) | > loss_disc_real_5: 0.15552055835723877 (0.15552055835723877) | > loss_0: 2.3531813621520996 (2.3531813621520996) | > loss_gen: 2.3373897075653076 (2.3373897075653076) | > loss_kl: 1.0378344058990479 (1.0378344058990479) | > loss_feat: 6.537202835083008 (6.537202835083008) | > loss_mel: 19.462373733520508 (19.462373733520508) | > loss_duration: 2.850193977355957 (2.850193977355957) | > loss_1: 32.22499465942383 (32.22499465942383)  --> STEP: 1 | > loss_disc: 2.1167550086975098 (2.1167550086975098) | > loss_disc_real_0: 0.1694541871547699 (0.1694541871547699) | > loss_disc_real_1: 0.232765331864357 (0.232765331864357) | > loss_disc_real_2: 0.19128385186195374 (0.19128385186195374) | > loss_disc_real_3: 0.18611273169517517 (0.18611273169517517) | > loss_disc_real_4: 0.2272794395685196 (0.2272794395685196) | > loss_disc_real_5: 0.16503727436065674 (0.16503727436065674) | > loss_0: 2.1167550086975098 (2.1167550086975098) | > loss_gen: 2.731351375579834 (2.731351375579834) | > loss_kl: 2.0809121131896973 (2.0809121131896973) | > loss_feat: 7.082202911376953 (7.082202911376953) | > loss_mel: 19.542434692382812 (19.542434692382812) | > loss_duration: 2.4322359561920166 (2.4322359561920166) | > loss_1: 33.869136810302734 (33.869136810302734)  --> STEP: 2 | > loss_disc: 2.437608480453491 (2.2771817445755005) | > loss_disc_real_0: 0.08964395523071289 (0.1295490711927414) | > loss_disc_real_1: 0.27890726923942566 (0.2558363005518913) | > loss_disc_real_2: 0.23913776874542236 (0.21521081030368805) | > loss_disc_real_3: 0.2260010987520218 (0.20605691522359848) | > loss_disc_real_4: 0.24419400095939636 (0.23573672026395798) | > loss_disc_real_5: 0.18687866628170013 (0.17595797032117844) | > loss_0: 2.437608480453491 (2.2771817445755005) | > loss_gen: 2.251112461090088 (2.491231918334961) | > loss_kl: 2.3065361976623535 (2.1937241554260254) | > loss_feat: 5.394685745239258 (6.2384443283081055) | > loss_mel: 19.369129180908203 (19.455781936645508) | > loss_duration: 2.390772819519043 (2.41150438785553) | > loss_1: 31.712234497070312 (32.79068565368652)  --> STEP: 3 | > loss_disc: 2.2361810207366943 (2.263514836629232) | > loss_disc_real_0: 0.08202977478504181 (0.1137093057235082) | > loss_disc_real_1: 0.34660112857818604 (0.2860912432273229) | > loss_disc_real_2: 0.2215808928012848 (0.2173341711362203) | > loss_disc_real_3: 0.18983910977840424 (0.2006509800752004) | > loss_disc_real_4: 0.24657371640205383 (0.23934905230998993) | > loss_disc_real_5: 0.18212802708148956 (0.17801465590794882) | > loss_0: 2.2361810207366943 (2.263514836629232) | > loss_gen: 2.6175990104675293 (2.5333542823791504) | > loss_kl: 2.538405418395996 (2.308617909749349) | > loss_feat: 7.569471836090088 (6.682120164235433) | > loss_mel: 19.82071304321289 (19.577425638834637) | > loss_duration: 2.254608631134033 (2.3592058022816977) | > loss_1: 34.80079650878906 (33.46072260538737)  --> STEP: 4 | > loss_disc: 2.2224769592285156 (2.2532553672790527) | > loss_disc_real_0: 0.13871534168720245 (0.11996081471443176) | > loss_disc_real_1: 0.22135305404663086 (0.2699066959321499) | > loss_disc_real_2: 0.17721153795719147 (0.2073035128414631) | > loss_disc_real_3: 0.20969730615615845 (0.2029125615954399) | > loss_disc_real_4: 0.1841181367635727 (0.22554132342338562) | > loss_disc_real_5: 0.1859094351530075 (0.17998835071921349) | > loss_0: 2.2224769592285156 (2.2532553672790527) | > loss_gen: 2.443319320678711 (2.5108455419540405) | > loss_kl: 2.214688301086426 (2.285135507583618) | > loss_feat: 8.765918731689453 (7.203069806098938) | > loss_mel: 20.129314422607422 (19.715397834777832) | > loss_duration: 2.224091053009033 (2.3254271149635315) | > loss_1: 35.77732849121094 (34.03987407684326)  --> STEP: 5 | > loss_disc: 2.125624656677246 (2.2277292251586913) | > loss_disc_real_0: 0.06041455641388893 (0.1080515630543232) | > loss_disc_real_1: 0.2322196364402771 (0.26236928403377535) | > loss_disc_real_2: 0.23576150834560394 (0.21299511194229126) | > loss_disc_real_3: 0.19105860590934753 (0.20054177045822144) | > loss_disc_real_4: 0.18068605661392212 (0.21657027006149293) | > loss_disc_real_5: 0.13907767832279205 (0.1718062162399292) | > loss_0: 2.125624656677246 (2.2277292251586913) | > loss_gen: 2.516716241836548 (2.512019681930542) | > loss_kl: 2.2910079956054688 (2.286310005187988) | > loss_feat: 5.619322299957275 (6.886320304870606) | > loss_mel: 19.933439254760742 (19.759006118774415) | > loss_duration: 2.3463969230651855 (2.3296210765838623) | > loss_1: 32.70688247680664 (33.773275756835936)  --> STEP: 6 | > loss_disc: 2.1384613513946533 (2.2128512461980185) | > loss_disc_real_0: 0.09145981073379517 (0.10528627100090186) | > loss_disc_real_1: 0.16868756711483002 (0.24675566454728445) | > loss_disc_real_2: 0.21568220853805542 (0.2134429613749186) | > loss_disc_real_3: 0.19975684583187103 (0.20041094968716303) | > loss_disc_real_4: 0.18690171837806702 (0.2116255114475886) | > loss_disc_real_5: 0.14087584614753723 (0.16665115455786386) | > loss_0: 2.1384613513946533 (2.2128512461980185) | > loss_gen: 2.368056535720825 (2.4880258242289224) | > loss_kl: 2.260594129562378 (2.2820240259170532) | > loss_feat: 6.02810525894165 (6.743284463882446) | > loss_mel: 19.725759506225586 (19.75346501668294) | > loss_duration: 2.1140308380126953 (2.2936893701553345) | > loss_1: 32.496543884277344 (33.56048711140951)  --> STEP: 7 | > loss_disc: 2.0715270042419434 (2.192662068775722) | > loss_disc_real_0: 0.10460725426673889 (0.10518926861030715) | > loss_disc_real_1: 0.14576272666454315 (0.23232810199260712) | > loss_disc_real_2: 0.2647116482257843 (0.22076705949647085) | > loss_disc_real_3: 0.19211344420909882 (0.1992255917617253) | > loss_disc_real_4: 0.16144053637981415 (0.2044562292950494) | > loss_disc_real_5: 0.14006860554218292 (0.16285364755562373) | > loss_0: 2.0715270042419434 (2.192662068775722) | > loss_gen: 2.550550699234009 (2.496957949229649) | > loss_kl: 2.2186152935028076 (2.272965635572161) | > loss_feat: 7.898562908172607 (6.908324241638184) | > loss_mel: 22.119354248046875 (20.091449192592076) | > loss_duration: 2.3671555519104004 (2.304184538977487) | > loss_1: 37.15424346923828 (34.07388087681362)  --> STEP: 8 | > loss_disc: 2.176363468170166 (2.1906247437000275) | > loss_disc_real_0: 0.06357788294553757 (0.09998784540221095) | > loss_disc_real_1: 0.1723180115222931 (0.22482684068381786) | > loss_disc_real_2: 0.17643803358078003 (0.2152259312570095) | > loss_disc_real_3: 0.20745548605918884 (0.20025432854890823) | > loss_disc_real_4: 0.1384168267250061 (0.19620130397379398) | > loss_disc_real_5: 0.11303695291280746 (0.1566265607252717) | > loss_0: 2.176363468170166 (2.1906247437000275) | > loss_gen: 2.3070383071899414 (2.4732179939746857) | > loss_kl: 2.4367947578430176 (2.293444275856018) | > loss_feat: 8.539372444152832 (7.112205266952515) | > loss_mel: 21.849031448364258 (20.3111469745636) | > loss_duration: 2.1293861865997314 (2.2823347449302673) | > loss_1: 37.26162338256836 (34.47234869003296)  --> STEP: 9 | > loss_disc: 2.1770060062408447 (2.1891115506490073) | > loss_disc_real_0: 0.12657172977924347 (0.10294161033299234) | > loss_disc_real_1: 0.1591479629278183 (0.2175291875998179) | > loss_disc_real_2: 0.24479246139526367 (0.21851110127237108) | > loss_disc_real_3: 0.2502219080924988 (0.2058062818315294) | > loss_disc_real_4: 0.1844748854637146 (0.19489836858378518) | > loss_disc_real_5: 0.18116089701652527 (0.15935259809096655) | > loss_0: 2.1770060062408447 (2.1891115506490073) | > loss_gen: 2.6612844467163086 (2.4941142665015326) | > loss_kl: 2.2836873531341553 (2.2923601733313665) | > loss_feat: 8.1264066696167 (7.22489431169298) | > loss_mel: 21.480539321899414 (20.44107945760091) | > loss_duration: 2.1309142112731934 (2.2655102411905923) | > loss_1: 36.682830810546875 (34.71795781453451)  --> STEP: 10 | > loss_disc: 2.5119125843048096 (2.2213916540145875) | > loss_disc_real_0: 0.11478505283594131 (0.10412595458328724) | > loss_disc_real_1: 0.25491246581077576 (0.2212675154209137) | > loss_disc_real_2: 0.24854834377765656 (0.22151482552289964) | > loss_disc_real_3: 0.20798686146736145 (0.20602433979511262) | > loss_disc_real_4: 0.2217380404472351 (0.19758233577013015) | > loss_disc_real_5: 0.18263351917266846 (0.16168069019913672) | > loss_0: 2.5119125843048096 (2.2213916540145875) | > loss_gen: 2.241837739944458 (2.468886613845825) | > loss_kl: 1.6986757516860962 (2.2329917311668397) | > loss_feat: 4.79101037979126 (6.981505918502807) | > loss_mel: 17.676286697387695 (20.16460018157959) | > loss_duration: 2.2724556922912598 (2.2662047863006594) | > loss_1: 28.680267333984375 (34.114188766479494)  --> STEP: 11 | > loss_disc: 2.6161327362060547 (2.2572772069410845) | > loss_disc_real_0: 0.14234210550785065 (0.10760015012188391) | > loss_disc_real_1: 0.2874535024166107 (0.22728442332961343) | > loss_disc_real_2: 0.2305871993303299 (0.22233958677812057) | > loss_disc_real_3: 0.28431418538093567 (0.21314159848473288) | > loss_disc_real_4: 0.2954242527484894 (0.20647705549543555) | > loss_disc_real_5: 0.3007209599018097 (0.17432071471756155) | > loss_0: 2.6161327362060547 (2.2572772069410845) | > loss_gen: 2.4426932334899902 (2.4665053974498403) | > loss_kl: 2.0876529216766357 (2.2197791121222754) | > loss_feat: 6.181054592132568 (6.908737616105513) | > loss_mel: 18.07887077331543 (19.974988417191938) | > loss_duration: 2.4403700828552246 (2.282037995078347) | > loss_1: 31.230642318725586 (33.85204818032005)  --> STEP: 12 | > loss_disc: 2.3261311054229736 (2.263015031814575) | > loss_disc_real_0: 0.08757136762142181 (0.10593108491351207) | > loss_disc_real_1: 0.27492037415504456 (0.23125408589839935) | > loss_disc_real_2: 0.21402449905872345 (0.22164666280150414) | > loss_disc_real_3: 0.2225135862827301 (0.21392259746789932) | > loss_disc_real_4: 0.2522343695163727 (0.2102901649971803) | > loss_disc_real_5: 0.20167295634746552 (0.17660006818672022) | > loss_0: 2.3261311054229736 (2.263015031814575) | > loss_gen: 2.2948615550994873 (2.4522017439206443) | > loss_kl: 1.9452471733093262 (2.1969014505545297) | > loss_feat: 5.2806549072265625 (6.7730640570322675) | > loss_mel: 19.99317741394043 (19.97650416692098) | > loss_duration: 2.1780362129211426 (2.27337117989858) | > loss_1: 31.69197654724121 (33.67204221089681)  --> STEP: 13 | > loss_disc: 2.497554063796997 (2.281056495813223) | > loss_disc_real_0: 0.14728908240795135 (0.10911246933616124) | > loss_disc_real_1: 0.35272353887557983 (0.24059788997356707) | > loss_disc_real_2: 0.2208372801542282 (0.22158440259786752) | > loss_disc_real_3: 0.19669270515441895 (0.21259722113609314) | > loss_disc_real_4: 0.19635145366191864 (0.2092179564329294) | > loss_disc_real_5: 0.1724649965763092 (0.17628198575515014) | > loss_0: 2.497554063796997 (2.281056495813223) | > loss_gen: 2.3017215728759766 (2.4406263461479774) | > loss_kl: 2.26682448387146 (2.202280145425063) | > loss_feat: 4.9122700691223145 (6.629926057962271) | > loss_mel: 16.006242752075195 (19.671099442702072) | > loss_duration: 2.1228485107421875 (2.2617925130403957) | > loss_1: 27.609907150268555 (33.20572412931002)  --> STEP: 14 | > loss_disc: 2.3930904865264893 (2.2890589237213135) | > loss_disc_real_0: 0.10945802927017212 (0.10913715218859059) | > loss_disc_real_1: 0.20423603057861328 (0.23800061430249894) | > loss_disc_real_2: 0.21102501451969147 (0.22083016059228353) | > loss_disc_real_3: 0.18206827342510223 (0.2104165820138795) | > loss_disc_real_4: 0.14265890419483185 (0.20446373841592244) | > loss_disc_real_5: 0.16300632059574127 (0.1753337239580495) | > loss_0: 2.3930904865264893 (2.2890589237213135) | > loss_gen: 2.156670570373535 (2.4203437907355174) | > loss_kl: 2.4399023056030273 (2.2192531568663463) | > loss_feat: 8.472711563110352 (6.761553594044277) | > loss_mel: 21.008811950683594 (19.766650336129324) | > loss_duration: 2.3826546669006348 (2.2704255240304128) | > loss_1: 36.460750579833984 (33.43822601863316)  --> STEP: 15 | > loss_disc: 2.458611249923706 (2.3003624121348065) | > loss_disc_real_0: 0.16152945160865784 (0.11262997214992841) | > loss_disc_real_1: 0.3286588490009308 (0.24404449661572775) | > loss_disc_real_2: 0.26707449555397034 (0.22391311625639598) | > loss_disc_real_3: 0.21462057530879974 (0.21069684823354085) | > loss_disc_real_4: 0.20089875161647797 (0.2042260726292928) | > loss_disc_real_5: 0.19613489508628845 (0.1767204686999321) | > loss_0: 2.458611249923706 (2.3003624121348065) | > loss_gen: 2.22251558303833 (2.407155243555705) | > loss_kl: 2.460397720336914 (2.2353294610977175) | > loss_feat: 5.739103317260742 (6.693390242258707) | > loss_mel: 20.255319595336914 (19.799228286743165) | > loss_duration: 2.269765853881836 (2.270381546020508) | > loss_1: 32.94710159301758 (33.40548439025879)  --> STEP: 16 | > loss_disc: 2.1967880725860596 (2.2938890159130096) | > loss_disc_real_0: 0.09919473528862 (0.11179026984609663) | > loss_disc_real_1: 0.1826765090227127 (0.2402089973911643) | > loss_disc_real_2: 0.18682661652565002 (0.22159521002322435) | > loss_disc_real_3: 0.2552487254142761 (0.2134813405573368) | > loss_disc_real_4: 0.34560972452163696 (0.21306255087256432) | > loss_disc_real_5: 0.21045300364494324 (0.1788287521339953) | > loss_0: 2.1967880725860596 (2.2938890159130096) | > loss_gen: 2.7237699031829834 (2.4269436597824097) | > loss_kl: 1.649827003479004 (2.1987355574965477) | > loss_feat: 8.339190483093262 (6.796252757310867) | > loss_mel: 22.025541305541992 (19.93837285041809) | > loss_duration: 2.35739803314209 (2.2758200764656067) | > loss_1: 37.095726013183594 (33.63612449169159)  --> STEP: 17 | > loss_disc: 2.172046422958374 (2.286721804562737) | > loss_disc_real_0: 0.08480469882488251 (0.11020288331543698) | > loss_disc_real_1: 0.20140936970710754 (0.23792666635092566) | > loss_disc_real_2: 0.21747750043869019 (0.2213529918123694) | > loss_disc_real_3: 0.1953972727060318 (0.21241757186020122) | > loss_disc_real_4: 0.24029357731342316 (0.2146643759573207) | > loss_disc_real_5: 0.20230233669281006 (0.18020955122569027) | > loss_0: 2.172046422958374 (2.286721804562737) | > loss_gen: 2.5674352645874023 (2.4352078718297623) | > loss_kl: 1.6059671640396118 (2.163866828469669) | > loss_feat: 6.2197265625 (6.762339451733758) | > loss_mel: 18.79180145263672 (19.87092747407801) | > loss_duration: 2.3644628524780273 (2.281034357407514) | > loss_1: 31.549392700195312 (33.51337556278004)  --> STEP: 18 | > loss_disc: 2.128713369369507 (2.277943558163113) | > loss_disc_real_0: 0.1463453322649002 (0.11221079714596272) | > loss_disc_real_1: 0.26593029499053955 (0.23948242349757087) | > loss_disc_real_2: 0.19147643446922302 (0.2196931830710835) | > loss_disc_real_3: 0.2473088651895523 (0.21435597704516518) | > loss_disc_real_4: 0.20573051273822784 (0.21416805022292668) | > loss_disc_real_5: 0.1328568309545517 (0.17757884454396036) | > loss_0: 2.128713369369507 (2.277943558163113) | > loss_gen: 3.0060768127441406 (2.466922812991672) | > loss_kl: 2.6196396350860596 (2.1891875399483576) | > loss_feat: 10.278794288635254 (6.95769805378384) | > loss_mel: 22.30311393737793 (20.006048944261337) | > loss_duration: 2.242490291595459 (2.2788930204179554) | > loss_1: 40.450111389160156 (33.89874977535672)  --> STEP: 19 | > loss_disc: 2.263518810272217 (2.2771843609056974) | > loss_disc_real_0: 0.0843590497970581 (0.11074491570654668) | > loss_disc_real_1: 0.1397254317998886 (0.23423205551348233) | > loss_disc_real_2: 0.19710347056388855 (0.2185042508338627) | > loss_disc_real_3: 0.1969316154718399 (0.2134389053834112) | > loss_disc_real_4: 0.21216526627540588 (0.2140626405414782) | > loss_disc_real_5: 0.182875856757164 (0.17785763466044477) | > loss_0: 2.263518810272217 (2.2771843609056974) | > loss_gen: 2.353766918182373 (2.4609672395806563) | > loss_kl: 2.139272928237915 (2.186560455121492) | > loss_feat: 10.321538925170898 (7.1347423101726335) | > loss_mel: 20.739301681518555 (20.044641193590667) | > loss_duration: 2.2977733612060547 (2.2798867225646973) | > loss_1: 37.851654052734375 (34.10679736890291)  --> STEP: 20 | > loss_disc: 2.395906686782837 (2.2831204771995544) | > loss_disc_real_0: 0.1150364875793457 (0.11095949430018663) | > loss_disc_real_1: 0.22106026113033295 (0.23357346579432486) | > loss_disc_real_2: 0.32232001423835754 (0.22369503900408744) | > loss_disc_real_3: 0.24569164216518402 (0.21505154222249984) | > loss_disc_real_4: 0.23500292003154755 (0.21510965451598169) | > loss_disc_real_5: 0.27002668380737305 (0.18246608711779116) | > loss_0: 2.395906686782837 (2.2831204771995544) | > loss_gen: 2.684323310852051 (2.472135043144226) | > loss_kl: 2.0909314155578613 (2.1817790031433106) | > loss_feat: 6.248537063598633 (7.090432047843933) | > loss_mel: 19.963703155517578 (20.04059429168701) | > loss_duration: 2.2894234657287598 (2.2803635597229004) | > loss_1: 33.276920318603516 (34.06530351638794)  --> STEP: 21 | > loss_disc: 2.370727777481079 (2.287292253403437) | > loss_disc_real_0: 0.0854858011007309 (0.10974646129068874) | > loss_disc_real_1: 0.2039787769317627 (0.23216419489610762) | > loss_disc_real_2: 0.27875298261642456 (0.22631684584277018) | > loss_disc_real_3: 0.2282497137784958 (0.21568002658230917) | > loss_disc_real_4: 0.2582606077194214 (0.21716446181138357) | > loss_disc_real_5: 0.23785774409770966 (0.18510378506921588) | > loss_0: 2.370727777481079 (2.287292253403437) | > loss_gen: 2.461045503616333 (2.471606969833374) | > loss_kl: 2.153888702392578 (2.180450893583752) | > loss_feat: 7.501314640045166 (7.109997885567801) | > loss_mel: 19.3215389251709 (20.00635355994815) | > loss_duration: 2.143822193145752 (2.273861589885893) | > loss_1: 33.58161163330078 (34.042270569574264)  --> STEP: 22 | > loss_disc: 2.146721839904785 (2.280902689153498) | > loss_disc_real_0: 0.08572712540626526 (0.10865467329594222) | > loss_disc_real_1: 0.28412702679634094 (0.2345261418006637) | > loss_disc_real_2: 0.1397753357887268 (0.22238314084031366) | > loss_disc_real_3: 0.1769205927848816 (0.21391823413697156) | > loss_disc_real_4: 0.1702730655670166 (0.21503303470936688) | > loss_disc_real_5: 0.13025152683258057 (0.18261050060391426) | > loss_0: 2.146721839904785 (2.280902689153498) | > loss_gen: 2.4228248596191406 (2.4693896011872725) | > loss_kl: 2.000194787979126 (2.172257434238087) | > loss_feat: 6.345835208892822 (7.075263218446211) | > loss_mel: 18.657493591308594 (19.945041743191805) | > loss_duration: 2.162397861480713 (2.268795056776567) | > loss_1: 31.588747024536133 (33.93074677207253)  --> STEP: 23 | > loss_disc: 2.4506633281707764 (2.288283586502075) | > loss_disc_real_0: 0.21114763617515564 (0.11311088907329933) | > loss_disc_real_1: 0.20559115707874298 (0.23326809898666714) | > loss_disc_real_2: 0.22696763277053833 (0.22258246657641037) | > loss_disc_real_3: 0.25484398007392883 (0.21569761439510013) | > loss_disc_real_4: 0.26632848381996155 (0.21726327162721884) | > loss_disc_real_5: 0.23659081757068634 (0.18495747090681738) | > loss_0: 2.4506633281707764 (2.288283586502075) | > loss_gen: 2.3606464862823486 (2.464661639669667) | > loss_kl: 2.4637858867645264 (2.184932584347932) | > loss_feat: 4.722744941711426 (6.972979815109916) | > loss_mel: 18.8823184967041 (19.898836384648863) | > loss_duration: 2.2838852405548096 (2.2694511517234472) | > loss_1: 30.713382720947266 (33.790861378545344)  --> STEP: 24 | > loss_disc: 2.3385157585144043 (2.2903765936692557) | > loss_disc_real_0: 0.1841527223587036 (0.11607096546019118) | > loss_disc_real_1: 0.23249231278896332 (0.2332357745617628) | > loss_disc_real_2: 0.3174932301044464 (0.2265370817234119) | > loss_disc_real_3: 0.2387264519929886 (0.21665714929501215) | > loss_disc_real_4: 0.2837104797363281 (0.22003190529843172) | > loss_disc_real_5: 0.17421798408031464 (0.18450999228904644) | > loss_0: 2.3385157585144043 (2.2903765936692557) | > loss_gen: 2.661520004272461 (2.4728640715281167) | > loss_kl: 1.8334450721740723 (2.170287271340688) | > loss_feat: 5.891851425170898 (6.927932798862457) | > loss_mel: 18.837200164794922 (19.85460154215495) | > loss_duration: 2.3776187896728516 (2.2739581366380057) | > loss_1: 31.601634979248047 (33.69964361190796)  --> STEP: 25 | > loss_disc: 2.4977078437805176 (2.298669843673706) | > loss_disc_real_0: 0.17024557292461395 (0.11823794975876808) | > loss_disc_real_1: 0.3249473571777344 (0.23690423786640166) | > loss_disc_real_2: 0.35924509167671204 (0.2318454021215439) | > loss_disc_real_3: 0.27714869379997253 (0.21907681107521057) | > loss_disc_real_4: 0.23658306896686554 (0.22069395184516907) | > loss_disc_real_5: 0.1924954056739807 (0.18482940882444382) | > loss_0: 2.4977078437805176 (2.298669843673706) | > loss_gen: 2.57893705368042 (2.477106990814209) | > loss_kl: 1.7926603555679321 (2.155182194709778) | > loss_feat: 7.492464542388916 (6.950514068603516) | > loss_mel: 18.000179290771484 (19.780424652099608) | > loss_duration: 2.309044361114502 (2.2753615856170653) | > loss_1: 32.17328643798828 (33.63858932495117)  --> STEP: 26 | > loss_disc: 1.9273560047149658 (2.2843885421752925) | > loss_disc_real_0: 0.10658065974712372 (0.11778959245062791) | > loss_disc_real_1: 0.11311334371566772 (0.23214304962983498) | > loss_disc_real_2: 0.06962602585554123 (0.22560619534208223) | > loss_disc_real_3: 0.06589371711015701 (0.2131851536150162) | > loss_disc_real_4: 0.1472848355770111 (0.21787052429639375) | > loss_disc_real_5: 0.12168124318122864 (0.1824006332227817) | > loss_0: 1.9273560047149658 (2.2843885421752925) | > loss_gen: 2.332146644592285 (2.4715315928825965) | > loss_kl: 2.150515556335449 (2.1550027086184578) | > loss_feat: 14.238384246826172 (7.230816767765925) | > loss_mel: 24.376567840576172 (19.95719939011794) | > loss_duration: 2.300729751586914 (2.2763372843082132) | > loss_1: 45.398345947265625 (34.09088765657865) --> EVAL PERFORMANCE | > avg_loader_time: 0.002537608146667481 (+0.00027504334082970256) | > avg_loss_disc: 2.2843885421752925 (-0.028927482091464007) | > avg_loss_disc_real_0: 0.11778959245062791 (-0.023047875039852603) | > avg_loss_disc_real_1: 0.23214304962983498 (+0.059239807323767574) | > avg_loss_disc_real_2: 0.22560619534208223 (-0.009330264364297597) | > avg_loss_disc_real_3: 0.2131851536150162 (-0.027538657188415527) | > avg_loss_disc_real_4: 0.21787052429639375 (+0.0029092964071493754) | > avg_loss_disc_real_5: 0.1824006332227817 (-0.05304688874345556) | > avg_loss_0: 2.2843885421752925 (-0.028927482091464007) | > avg_loss_gen: 2.4715315928825965 (-0.03468834436856838) | > avg_loss_kl: 2.1550027086184578 (+0.03737937487088727) | > avg_loss_feat: 7.230816767765925 (-0.06733210270221424) | > avg_loss_mel: 19.95719939011794 (-0.4816424296452446) | > avg_loss_duration: 2.2763372843082132 (-0.005097233332120865) | > avg_loss_1: 34.09088765657865 (-0.5513811845045851)  > EPOCH: 124/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:22:37)   --> TIME: 2024-06-10 20:22:40 -- STEP: 4/330 -- GLOBAL_STEP: 128925 | > loss_disc: 2.206069231033325 (2.229912519454956) | > loss_disc_real_0: 0.074406698346138 (0.10022318735718727) | > loss_disc_real_1: 0.2233157902956009 (0.19594161212444305) | > loss_disc_real_2: 0.2217911183834076 (0.1977173574268818) | > loss_disc_real_3: 0.20336608588695526 (0.2018323577940464) | > loss_disc_real_4: 0.1837063878774643 (0.2003408558666706) | > loss_disc_real_5: 0.1924637109041214 (0.19918517768383026) | > loss_0: 2.206069231033325 (2.229912519454956) | > grad_norm_0: tensor(7.6166, device='cuda:0') (tensor(8.2355, device='cuda:0')) | > loss_gen: 2.701557159423828 (2.5289353132247925) | > loss_kl: 1.7551569938659668 (1.6491727232933044) | > loss_feat: 6.8225321769714355 (6.642582535743713) | > loss_mel: 20.4194278717041 (20.026817798614502) | > loss_duration: 2.363358736038208 (2.355083167552948) | > loss_1: 34.06203079223633 (33.20259094238281) | > grad_norm_1: tensor(132.1759, device='cuda:0') (tensor(107.0363, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3403 (0.3555111289024353) | > loader_time: 0.0027 (0.0030488967895507812)  --> TIME: 2024-06-10 20:22:48 -- STEP: 29/330 -- GLOBAL_STEP: 128950 | > loss_disc: 2.2297444343566895 (2.2554720681289147) | > loss_disc_real_0: 0.1037031039595604 (0.11065230518579483) | > loss_disc_real_1: 0.1750846952199936 (0.19534133477457638) | > loss_disc_real_2: 0.17954961955547333 (0.21519788328943582) | > loss_disc_real_3: 0.22014307975769043 (0.21814126495657296) | > loss_disc_real_4: 0.21571628749370575 (0.21961957575946017) | > loss_disc_real_5: 0.22072258591651917 (0.21445239926206655) | > loss_0: 2.2297444343566895 (2.2554720681289147) | > grad_norm_0: tensor(5.4264, device='cuda:0') (tensor(11.0248, device='cuda:0')) | > loss_gen: 2.5273842811584473 (2.5847182273864746) | > loss_kl: 1.8187596797943115 (1.6837769541247138) | > loss_feat: 7.087050437927246 (7.143305137239653) | > loss_mel: 19.802452087402344 (19.929361606466358) | > loss_duration: 2.1070308685302734 (2.1584296432034726) | > loss_1: 33.34267807006836 (33.499591432768725) | > grad_norm_1: tensor(166.9391, device='cuda:0') (tensor(150.4476, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3348 (0.3442079363198116) | > loader_time: 0.0032 (0.0031291123094229862)  --> TIME: 2024-06-10 20:22:57 -- STEP: 54/330 -- GLOBAL_STEP: 128975 | > loss_disc: 2.0626611709594727 (2.256224045047054) | > loss_disc_real_0: 0.07999972999095917 (0.11088928842434177) | > loss_disc_real_1: 0.1872931867837906 (0.19798915336529413) | > loss_disc_real_2: 0.2052348107099533 (0.21687472252934067) | > loss_disc_real_3: 0.20346245169639587 (0.220329861122149) | > loss_disc_real_4: 0.21427947282791138 (0.21632684325730359) | > loss_disc_real_5: 0.1863744705915451 (0.21101693781437697) | > loss_0: 2.0626611709594727 (2.256224045047054) | > grad_norm_0: tensor(9.2288, device='cuda:0') (tensor(11.1694, device='cuda:0')) | > loss_gen: 2.76716947555542 (2.6039028874150034) | > loss_kl: 1.6981104612350464 (1.6583019252176638) | > loss_feat: 8.20992660522461 (7.343602048026191) | > loss_mel: 20.948562622070312 (19.98207441965739) | > loss_duration: 2.0521624088287354 (2.1151778234375844) | > loss_1: 35.67593002319336 (33.70305894922327) | > grad_norm_1: tensor(126.2202, device='cuda:0') (tensor(152.8091, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.345 (0.3445734138841982) | > loader_time: 0.0034 (0.0032283200158013236)  --> TIME: 2024-06-10 20:23:06 -- STEP: 79/330 -- GLOBAL_STEP: 129000 | > loss_disc: 2.2896347045898438 (2.258469406562515) | > loss_disc_real_0: 0.1566082090139389 (0.11039876315412642) | > loss_disc_real_1: 0.19178278744220734 (0.19765338301658625) | > loss_disc_real_2: 0.19794082641601562 (0.2171672309124017) | > loss_disc_real_3: 0.22918234765529633 (0.22002197273924382) | > loss_disc_real_4: 0.20624245703220367 (0.2154710385241086) | > loss_disc_real_5: 0.21327029168605804 (0.20967128665386875) | > loss_0: 2.2896347045898438 (2.258469406562515) | > grad_norm_0: tensor(18.8473, device='cuda:0') (tensor(11.4518, device='cuda:0')) | > loss_gen: 2.6359477043151855 (2.605315108842489) | > loss_kl: 1.744748592376709 (1.6564524430262892) | > loss_feat: 7.372359275817871 (7.45136278490477) | > loss_mel: 19.669023513793945 (19.98317776450628) | > loss_duration: 2.027434825897217 (2.098330947417247) | > loss_1: 33.44951248168945 (33.794638959667346) | > grad_norm_1: tensor(219.1277, device='cuda:0') (tensor(154.3203, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3605 (0.3473609791526311) | > loader_time: 0.0036 (0.0033204525331907643) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_129000.pth  --> TIME: 2024-06-10 20:23:20 -- STEP: 104/330 -- GLOBAL_STEP: 129025 | > loss_disc: 2.324876070022583 (2.2571748655575985) | > loss_disc_real_0: 0.09356450289487839 (0.11162848892406775) | > loss_disc_real_1: 0.23395396769046783 (0.1982712473433751) | > loss_disc_real_2: 0.2429555356502533 (0.21628248806183153) | > loss_disc_real_3: 0.23475046455860138 (0.21997634006234315) | > loss_disc_real_4: 0.20190578699111938 (0.21453594316083652) | > loss_disc_real_5: 0.19490109384059906 (0.20865029182571632) | > loss_0: 2.324876070022583 (2.2571748655575985) | > grad_norm_0: tensor(22.4055, device='cuda:0') (tensor(13.2504, device='cuda:0')) | > loss_gen: 2.5602614879608154 (2.612795692223769) | > loss_kl: 1.6634384393692017 (1.6554325314668508) | > loss_feat: 7.2667436599731445 (7.446593711009393) | > loss_mel: 19.45177459716797 (19.92800930830148) | > loss_duration: 2.137925863265991 (2.093232666070645) | > loss_1: 33.080142974853516 (33.73606384717502) | > grad_norm_1: tensor(357.8905, device='cuda:0') (tensor(187.3035, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3654 (0.35088788775297325) | > loader_time: 0.0038 (0.003442812424439651)  --> TIME: 2024-06-10 20:23:29 -- STEP: 129/330 -- GLOBAL_STEP: 129050 | > loss_disc: 2.4222733974456787 (2.255072229592377) | > loss_disc_real_0: 0.25440317392349243 (0.11142910040857255) | > loss_disc_real_1: 0.1641588807106018 (0.19790238719577935) | > loss_disc_real_2: 0.2060278058052063 (0.21554277560045554) | > loss_disc_real_3: 0.21700215339660645 (0.22142402354136917) | > loss_disc_real_4: 0.22249168157577515 (0.21522577106952667) | > loss_disc_real_5: 0.2119111269712448 (0.20754258981508802) | > loss_0: 2.4222733974456787 (2.255072229592377) | > grad_norm_0: tensor(50.5950, device='cuda:0') (tensor(14.8963, device='cuda:0')) | > loss_gen: 2.6050095558166504 (2.6249642353649287) | > loss_kl: 1.4552792310714722 (1.6526118295137273) | > loss_feat: 6.7861833572387695 (7.456442345020383) | > loss_mel: 19.94875717163086 (19.94036088987838) | > loss_duration: 2.054745674133301 (2.090245235797971) | > loss_1: 32.8499755859375 (33.76462454389233) | > grad_norm_1: tensor(219.8497, device='cuda:0') (tensor(215.5747, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3706 (0.35391352712646024) | > loader_time: 0.004 (0.003555083459661913)  --> TIME: 2024-06-10 20:23:39 -- STEP: 154/330 -- GLOBAL_STEP: 129075 | > loss_disc: 2.298542022705078 (2.2568904207898433) | > loss_disc_real_0: 0.21204599738121033 (0.1112870080275582) | > loss_disc_real_1: 0.2378568947315216 (0.19885239430836266) | > loss_disc_real_2: 0.2302541434764862 (0.2167764726010236) | > loss_disc_real_3: 0.21191200613975525 (0.22122540160433035) | > loss_disc_real_4: 0.22657272219657898 (0.21372448420756823) | > loss_disc_real_5: 0.19341374933719635 (0.20728524880749835) | > loss_0: 2.298542022705078 (2.2568904207898433) | > grad_norm_0: tensor(64.9387, device='cuda:0') (tensor(15.8987, device='cuda:0')) | > loss_gen: 2.6681435108184814 (2.6333784004310514) | > loss_kl: 1.5566939115524292 (1.6507460033738768) | > loss_feat: 7.39479923248291 (7.45248362615511) | > loss_mel: 19.158496856689453 (19.93358176095144) | > loss_duration: 2.0893750190734863 (2.0894263363503787) | > loss_1: 32.86750793457031 (33.75961609629843) | > grad_norm_1: tensor(523.2589, device='cuda:0') (tensor(225.6910, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3744 (0.3570862296339754) | > loader_time: 0.0042 (0.0036811735722925756)  --> TIME: 2024-06-10 20:23:49 -- STEP: 179/330 -- GLOBAL_STEP: 129100 | > loss_disc: 2.402944803237915 (2.2534706259572985) | > loss_disc_real_0: 0.12839876115322113 (0.11119717278377304) | > loss_disc_real_1: 0.17973676323890686 (0.1989743181780064) | > loss_disc_real_2: 0.19597642123699188 (0.2163229760344468) | > loss_disc_real_3: 0.21292909979820251 (0.22082358007657457) | > loss_disc_real_4: 0.1861509084701538 (0.2126348545597918) | > loss_disc_real_5: 0.1776692420244217 (0.2071719249533541) | > loss_0: 2.402944803237915 (2.2534706259572985) | > grad_norm_0: tensor(58.3853, device='cuda:0') (tensor(17.9963, device='cuda:0')) | > loss_gen: 2.3080251216888428 (2.6377269489139157) | > loss_kl: 1.7462730407714844 (1.64605635171496) | > loss_feat: 7.338433265686035 (7.463951550382475) | > loss_mel: 19.26079750061035 (19.89923639137651) | > loss_duration: 2.130795955657959 (2.0933135541457704) | > loss_1: 32.784324645996094 (33.74028473326615) | > grad_norm_1: tensor(352.4413, device='cuda:0') (tensor(235.8825, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3722 (0.3608205305131452) | > loader_time: 0.0053 (0.0038188582692066384)  --> TIME: 2024-06-10 20:23:59 -- STEP: 204/330 -- GLOBAL_STEP: 129125 | > loss_disc: 2.2918901443481445 (2.257721168153428) | > loss_disc_real_0: 0.0665372833609581 (0.1114377229310134) | > loss_disc_real_1: 0.1644284576177597 (0.19993692388137183) | > loss_disc_real_2: 0.19831788539886475 (0.21521034749115214) | > loss_disc_real_3: 0.2207619845867157 (0.22154811090406246) | > loss_disc_real_4: 0.2548173666000366 (0.21311352789109828) | > loss_disc_real_5: 0.21840007603168488 (0.20829222351312635) | > loss_0: 2.2918901443481445 (2.257721168153428) | > grad_norm_0: tensor(29.4507, device='cuda:0') (tensor(20.1226, device='cuda:0')) | > loss_gen: 2.576948642730713 (2.639311506467707) | > loss_kl: 1.8434048891067505 (1.650007713659137) | > loss_feat: 7.5364508628845215 (7.465563007429535) | > loss_mel: 20.34674072265625 (19.89927362928202) | > loss_duration: 2.0833017826080322 (2.098345885089799) | > loss_1: 34.38684844970703 (33.75250168407666) | > grad_norm_1: tensor(309.5860, device='cuda:0') (tensor(250.9678, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.3835 (0.3640876061776104) | > loader_time: 0.0052 (0.003970476926541796)  --> TIME: 2024-06-10 20:24:09 -- STEP: 229/330 -- GLOBAL_STEP: 129150 | > loss_disc: 2.278801918029785 (2.2589629727159535) | > loss_disc_real_0: 0.12425213307142258 (0.11270919721980283) | > loss_disc_real_1: 0.17408981919288635 (0.20022307167146924) | > loss_disc_real_2: 0.27175673842430115 (0.21557242446070676) | > loss_disc_real_3: 0.2331489622592926 (0.22162967686049279) | > loss_disc_real_4: 0.21347595751285553 (0.21334098780519578) | > loss_disc_real_5: 0.2363557517528534 (0.2082931703875679) | > loss_0: 2.278801918029785 (2.2589629727159535) | > grad_norm_0: tensor(22.8625, device='cuda:0') (tensor(21.0334, device='cuda:0')) | > loss_gen: 2.5586211681365967 (2.6364844792794973) | > loss_kl: 1.632249355316162 (1.6481375288234528) | > loss_feat: 6.853163242340088 (7.451079520596167) | > loss_mel: 20.003684997558594 (19.853298653681716) | > loss_duration: 2.179903984069824 (2.1049198260994446) | > loss_1: 33.227622985839844 (33.69391997724642) | > grad_norm_1: tensor(391.9920, device='cuda:0') (tensor(264.0609, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.4016 (0.3676756469443374) | > loader_time: 0.0053 (0.0041332192816588564)  --> TIME: 2024-06-10 20:24:19 -- STEP: 254/330 -- GLOBAL_STEP: 129175 | > loss_disc: 2.1358232498168945 (2.2586929938924603) | > loss_disc_real_0: 0.09603135287761688 (0.11292680807587668) | > loss_disc_real_1: 0.212297260761261 (0.2001291791519781) | > loss_disc_real_2: 0.21132604777812958 (0.21527776785018876) | > loss_disc_real_3: 0.20222584903240204 (0.22119245185392106) | > loss_disc_real_4: 0.21184055507183075 (0.2134155985407942) | > loss_disc_real_5: 0.20871327817440033 (0.20791694961898907) | > loss_0: 2.1358232498168945 (2.2586929938924603) | > grad_norm_0: tensor(17.2307, device='cuda:0') (tensor(21.3344, device='cuda:0')) | > loss_gen: 2.7437386512756348 (2.6328038803235754) | > loss_kl: 1.6434279680252075 (1.6461972124933257) | > loss_feat: 8.335794448852539 (7.451856284629642) | > loss_mel: 19.935693740844727 (19.800261242183165) | > loss_duration: 2.1114189624786377 (2.110502952665793) | > loss_1: 34.770076751708984 (33.64162155211442) | > grad_norm_1: tensor(473.1968, device='cuda:0') (tensor(271.6449, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.4445 (0.3732180548465157) | > loader_time: 0.0064 (0.004287801389619123)  --> TIME: 2024-06-10 20:24:31 -- STEP: 279/330 -- GLOBAL_STEP: 129200 | > loss_disc: 2.257070302963257 (2.2563519324025814) | > loss_disc_real_0: 0.08550075441598892 (0.11288785352288182) | > loss_disc_real_1: 0.20183956623077393 (0.2000554223748518) | > loss_disc_real_2: 0.20064742863178253 (0.21460149664178113) | > loss_disc_real_3: 0.2099286913871765 (0.22096065076662225) | > loss_disc_real_4: 0.22070705890655518 (0.21311464734829458) | > loss_disc_real_5: 0.1822672337293625 (0.2077341327530509) | > loss_0: 2.257070302963257 (2.2563519324025814) | > grad_norm_0: tensor(20.2819, device='cuda:0') (tensor(22.0825, device='cuda:0')) | > loss_gen: 2.6407246589660645 (2.634722758364934) | > loss_kl: 1.5556451082229614 (1.6464490031683314) | > loss_feat: 7.727105617523193 (7.478174908614073) | > loss_mel: 19.264455795288086 (19.776676013905497) | > loss_duration: 2.184621810913086 (2.118045045483495) | > loss_1: 33.37255096435547 (33.654067733381815) | > grad_norm_1: tensor(380.7686, device='cuda:0') (tensor(282.2632, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.4403 (0.37936657816705727) | > loader_time: 0.0059 (0.00444241663888364)  --> TIME: 2024-06-10 20:24:43 -- STEP: 304/330 -- GLOBAL_STEP: 129225 | > loss_disc: 2.464144706726074 (2.257925286889077) | > loss_disc_real_0: 0.16702157258987427 (0.1132300841793614) | > loss_disc_real_1: 0.2411145567893982 (0.20027369040211565) | > loss_disc_real_2: 0.22733350098133087 (0.21511182287021688) | > loss_disc_real_3: 0.2551986575126648 (0.22118869855215675) | > loss_disc_real_4: 0.2839653789997101 (0.2134252021481332) | > loss_disc_real_5: 0.28030574321746826 (0.20807299660028594) | > loss_0: 2.464144706726074 (2.257925286889077) | > grad_norm_0: tensor(7.5356, device='cuda:0') (tensor(22.3954, device='cuda:0')) | > loss_gen: 2.6218371391296387 (2.638558344621407) | > loss_kl: 1.88943612575531 (1.6477887363810284) | > loss_feat: 8.080534934997559 (7.511558617416181) | > loss_mel: 19.893836975097656 (19.742451328980284) | > loss_duration: 2.249324321746826 (2.127030848672513) | > loss_1: 34.73497009277344 (33.66738783685784) | > grad_norm_1: tensor(130.9873, device='cuda:0') (tensor(286.1243, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.4707 (0.3864683101051731) | > loader_time: 0.0072 (0.00462526710409867)  --> TIME: 2024-06-10 20:25:11 -- STEP: 329/330 -- GLOBAL_STEP: 129250 | > loss_disc: 2.3163247108459473 (2.2603235585348953) | > loss_disc_real_0: 0.1647309958934784 (0.11427027300724868) | > loss_disc_real_1: 0.217243492603302 (0.20058576178405785) | > loss_disc_real_2: 0.1809583604335785 (0.21524861124330016) | > loss_disc_real_3: 0.23429074883460999 (0.2210834007313911) | > loss_disc_real_4: 0.21357634663581848 (0.2131728885927461) | > loss_disc_real_5: 0.1884920448064804 (0.2079267460162154) | > loss_0: 2.3163247108459473 (2.2603235585348953) | > grad_norm_0: tensor(9.8665, device='cuda:0') (tensor(22.4422, device='cuda:0')) | > loss_gen: 2.703835964202881 (2.6344491920934976) | > loss_kl: 2.012873411178589 (1.6576366250638175) | > loss_feat: 11.93970012664795 (7.631126225538167) | > loss_mel: 20.464153289794922 (19.709982092257313) | > loss_duration: 2.266479730606079 (2.139937358061953) | > loss_1: 39.38703918457031 (33.77313145460692) | > grad_norm_1: tensor(376.0587, device='cuda:0') (tensor(286.0757, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 13.7654 (0.44057487934193695) | > loader_time: 0.0345 (0.005079492609551612)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.014267683029175 (2.014267683029175) | > loss_disc_real_0: 0.14339566230773926 (0.14339566230773926) | > loss_disc_real_1: 0.20602180063724518 (0.20602180063724518) | > loss_disc_real_2: 0.14118602871894836 (0.14118602871894836) | > loss_disc_real_3: 0.2114456295967102 (0.2114456295967102) | > loss_disc_real_4: 0.2064003050327301 (0.2064003050327301) | > loss_disc_real_5: 0.13961711525917053 (0.13961711525917053) | > loss_0: 2.014267683029175 (2.014267683029175) | > loss_gen: 2.766664981842041 (2.766664981842041) | > loss_kl: 1.260774850845337 (1.260774850845337) | > loss_feat: 6.628686428070068 (6.628686428070068) | > loss_mel: 18.680801391601562 (18.680801391601562) | > loss_duration: 2.9345312118530273 (2.9345312118530273) | > loss_1: 32.27145767211914 (32.27145767211914)  --> STEP: 1 | > loss_disc: 2.224583864212036 (2.224583864212036) | > loss_disc_real_0: 0.05940026417374611 (0.05940026417374611) | > loss_disc_real_1: 0.24257560074329376 (0.24257560074329376) | > loss_disc_real_2: 0.14185932278633118 (0.14185932278633118) | > loss_disc_real_3: 0.21552877128124237 (0.21552877128124237) | > loss_disc_real_4: 0.20506525039672852 (0.20506525039672852) | > loss_disc_real_5: 0.20945784449577332 (0.20945784449577332) | > loss_0: 2.224583864212036 (2.224583864212036) | > loss_gen: 2.231184720993042 (2.231184720993042) | > loss_kl: 2.49111008644104 (2.49111008644104) | > loss_feat: 6.240522384643555 (6.240522384643555) | > loss_mel: 21.676406860351562 (21.676406860351562) | > loss_duration: 2.347566843032837 (2.347566843032837) | > loss_1: 34.986793518066406 (34.986793518066406)  --> STEP: 2 | > loss_disc: 2.3697762489318848 (2.2971800565719604) | > loss_disc_real_0: 0.058410827070474625 (0.05890554562211037) | > loss_disc_real_1: 0.2241450399160385 (0.23336032032966614) | > loss_disc_real_2: 0.18599572777748108 (0.16392752528190613) | > loss_disc_real_3: 0.3157758414745331 (0.2656523063778877) | > loss_disc_real_4: 0.37822917103767395 (0.29164721071720123) | > loss_disc_real_5: 0.30157753825187683 (0.2555176913738251) | > loss_0: 2.3697762489318848 (2.2971800565719604) | > loss_gen: 2.6865711212158203 (2.458877921104431) | > loss_kl: 1.8480373620986938 (2.169573724269867) | > loss_feat: 6.070050239562988 (6.1552863121032715) | > loss_mel: 22.69631576538086 (22.18636131286621) | > loss_duration: 2.401251792907715 (2.374409317970276) | > loss_1: 35.70222473144531 (35.34450912475586)  --> STEP: 3 | > loss_disc: 2.053966760635376 (2.216108957926432) | > loss_disc_real_0: 0.05582433193922043 (0.057878474394480385) | > loss_disc_real_1: 0.18336543440818787 (0.21669535835584006) | > loss_disc_real_2: 0.15948794782161713 (0.16244766612847647) | > loss_disc_real_3: 0.254589706659317 (0.26196477313836414) | > loss_disc_real_4: 0.265901654958725 (0.28306535879770917) | > loss_disc_real_5: 0.28656521439552307 (0.26586686571439105) | > loss_0: 2.053966760635376 (2.216108957926432) | > loss_gen: 2.81990385055542 (2.5792198975880942) | > loss_kl: 2.5562262535095215 (2.298457900683085) | > loss_feat: 7.272911071777344 (6.527827898661296) | > loss_mel: 21.479183197021484 (21.9506352742513) | > loss_duration: 2.1584885120391846 (2.3024357159932456) | > loss_1: 36.286712646484375 (35.65857696533203)  --> STEP: 4 | > loss_disc: 2.29725980758667 (2.2363966703414917) | > loss_disc_real_0: 0.14064572751522064 (0.07857028767466545) | > loss_disc_real_1: 0.2602825164794922 (0.22759214788675308) | > loss_disc_real_2: 0.176722913980484 (0.16601647809147835) | > loss_disc_real_3: 0.3072235584259033 (0.27327946946024895) | > loss_disc_real_4: 0.23833036422729492 (0.2718816101551056) | > loss_disc_real_5: 0.22978699207305908 (0.2568468973040581) | > loss_0: 2.29725980758667 (2.2363966703414917) | > loss_gen: 2.65040922164917 (2.597017228603363) | > loss_kl: 2.07413387298584 (2.242376893758774) | > loss_feat: 7.380953788757324 (6.741109371185303) | > loss_mel: 19.977006912231445 (21.457228183746338) | > loss_duration: 2.2641804218292236 (2.29287189245224) | > loss_1: 34.346683502197266 (35.33060359954834)  --> STEP: 5 | > loss_disc: 2.0905203819274902 (2.2072214126586913) | > loss_disc_real_0: 0.10161089897155762 (0.08317840993404388) | > loss_disc_real_1: 0.3244386613368988 (0.24696145057678223) | > loss_disc_real_2: 0.17617303133010864 (0.1680477887392044) | > loss_disc_real_3: 0.2392043024301529 (0.26646443605422976) | > loss_disc_real_4: 0.24550284445285797 (0.26660585701465606) | > loss_disc_real_5: 0.20685532689094543 (0.24684858322143555) | > loss_0: 2.0905203819274902 (2.2072214126586913) | > loss_gen: 2.915052890777588 (2.660624361038208) | > loss_kl: 1.6904109716415405 (2.1319837093353273) | > loss_feat: 5.917920112609863 (6.576471519470215) | > loss_mel: 20.111228942871094 (21.18802833557129) | > loss_duration: 2.404998540878296 (2.3152972221374513) | > loss_1: 33.03961181640625 (34.872405242919925)  --> STEP: 6 | > loss_disc: 2.2058968544006348 (2.207000652949015) | > loss_disc_real_0: 0.06783397495746613 (0.08062100410461426) | > loss_disc_real_1: 0.25398707389831543 (0.24813238779703775) | > loss_disc_real_2: 0.13680770993232727 (0.16284110893805823) | > loss_disc_real_3: 0.3315267860889435 (0.2773081610600154) | > loss_disc_real_4: 0.26679277420043945 (0.2666370098789533) | > loss_disc_real_5: 0.26671111583709717 (0.25015900532404584) | > loss_0: 2.2058968544006348 (2.207000652949015) | > loss_gen: 2.817138671875 (2.686710079511007) | > loss_kl: 1.6363927125930786 (2.049385209878286) | > loss_feat: 6.2658562660217285 (6.524702310562134) | > loss_mel: 22.003032684326172 (21.3238623936971) | > loss_duration: 2.1402652263641357 (2.2861252228418985) | > loss_1: 34.86268615722656 (34.87078539530436)  --> STEP: 7 | > loss_disc: 2.595508098602295 (2.2625017166137695) | > loss_disc_real_0: 0.05135923624038696 (0.07644075155258179) | > loss_disc_real_1: 0.33166539669036865 (0.2600656747817993) | > loss_disc_real_2: 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loss_disc_real_5: 0.22011423110961914 (0.2538462318480015) | > loss_0: 2.112916946411133 (2.24380362033844) | > loss_gen: 2.8866918087005615 (2.6847743690013885) | > loss_kl: 2.4520883560180664 (2.2845485657453537) | > loss_feat: 9.321389198303223 (6.744853675365448) | > loss_mel: 22.2974910736084 (21.252948760986328) | > loss_duration: 2.148789882659912 (2.283107817173004) | > loss_1: 39.106449127197266 (35.25023317337036)  --> STEP: 9 | > loss_disc: 2.3924999237060547 (2.2603254318237305) | > loss_disc_real_0: 0.1968030482530594 (0.09789949655532837) | > loss_disc_real_1: 0.2654438018798828 (0.25896098878648544) | > loss_disc_real_2: 0.23760052025318146 (0.1794667128059599) | > loss_disc_real_3: 0.3049030005931854 (0.2774217542674806) | > loss_disc_real_4: 0.293038010597229 (0.2691858328051037) | > loss_disc_real_5: 0.23231945931911469 (0.2514543682336807) | > loss_0: 2.3924999237060547 (2.2603254318237305) | > loss_gen: 2.9078354835510254 (2.7095589372846813) | > loss_kl: 2.0165505409240723 (2.254771007431878) | > loss_feat: 8.342856407165527 (6.922409534454346) | > loss_mel: 18.94025421142578 (20.995982699924046) | > loss_duration: 2.135274648666382 (2.2666819095611572) | > loss_1: 34.342769622802734 (35.14940388997396)  --> STEP: 10 | > loss_disc: 2.2018654346466064 (2.254479432106018) | > loss_disc_real_0: 0.09676535427570343 (0.09778608232736588) | > loss_disc_real_1: 0.3253415524959564 (0.26559904515743255) | > loss_disc_real_2: 0.21758157014846802 (0.1832781985402107) | > loss_disc_real_3: 0.2467331737279892 (0.2743528962135315) | > loss_disc_real_4: 0.23619963228702545 (0.2658872127532959) | > loss_disc_real_5: 0.17854419350624084 (0.24416335076093673) | > loss_0: 2.2018654346466064 (2.254479432106018) | > loss_gen: 2.7458114624023438 (2.713184189796448) | > loss_kl: 1.9011197090148926 (2.2194058775901793) | > loss_feat: 6.903251647949219 (6.920493745803833) | > loss_mel: 21.02149772644043 (20.998534202575684) | > loss_duration: 2.287198066711426 (2.268733525276184) | > loss_1: 34.8588752746582 (35.120351028442386)  --> STEP: 11 | > loss_disc: 2.101024866104126 (2.240529017014937) | > loss_disc_real_0: 0.06158857047557831 (0.09449539943174882) | > loss_disc_real_1: 0.22141748666763306 (0.26158253984017804) | > loss_disc_real_2: 0.23461264371871948 (0.18794496628371152) | > loss_disc_real_3: 0.28602343797683716 (0.2754138545556502) | > loss_disc_real_4: 0.2966487407684326 (0.2686837153001265) | > loss_disc_real_5: 0.2237911820411682 (0.24231133542277597) | > loss_0: 2.101024866104126 (2.240529017014937) | > loss_gen: 3.046562671661377 (2.7434913245114414) | > loss_kl: 2.527494430541992 (2.247413927858526) | > loss_feat: 7.694281578063965 (6.990838094191118) | > loss_mel: 20.352672576904297 (20.939819509332832) | > loss_duration: 2.401448965072632 (2.280798565257679) | > loss_1: 36.022457122802734 (35.202360673384234)  --> STEP: 12 | > loss_disc: 2.104949951171875 (2.229230761528015) | > loss_disc_real_0: 0.07983454316854477 (0.09327366140981515) | > loss_disc_real_1: 0.1687731295824051 (0.253848422318697) | > loss_disc_real_2: 0.15120646357536316 (0.18488342439134917) | > loss_disc_real_3: 0.23807653784751892 (0.27230241149663925) | > loss_disc_real_4: 0.19016368687152863 (0.26214037959774333) | > loss_disc_real_5: 0.15737968683242798 (0.23523369804024696) | > loss_0: 2.104949951171875 (2.229230761528015) | > loss_gen: 2.3924684524536133 (2.7142394185066223) | > loss_kl: 2.0748884677886963 (2.2330368061860404) | > loss_feat: 6.515114784240723 (6.9511944850285845) | > loss_mel: 21.87419319152832 (21.017683982849125) | > loss_duration: 2.2046632766723633 (2.27445395787557) | > loss_1: 35.06132507324219 (35.19060770670573)  --> STEP: 13 | > loss_disc: 2.2885236740112305 (2.2337917547959547) | > loss_disc_real_0: 0.08993459492921829 (0.09301681014207694) | > loss_disc_real_1: 0.3285493552684784 (0.25959464793021864) | > loss_disc_real_2: 0.15501710772514343 (0.18258601541702563) | > loss_disc_real_3: 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(7.146409511566162) | > loss_mel: 20.699329376220703 (20.766707992553716) | > loss_duration: 2.243061065673828 (2.2623123645782472) | > loss_1: 38.02039337158203 (35.139488728841144)  --> STEP: 16 | > loss_disc: 2.332412004470825 (2.249910593032837) | > loss_disc_real_0: 0.10069283097982407 (0.0979093424975872) | > loss_disc_real_1: 0.2134099006652832 (0.261816400103271) | > loss_disc_real_2: 0.2793983519077301 (0.19161987211555243) | > loss_disc_real_3: 0.32352209091186523 (0.27560507878661156) | > loss_disc_real_4: 0.3245003819465637 (0.2708290135487914) | > loss_disc_real_5: 0.21957118809223175 (0.2360225571319461) | > loss_0: 2.332412004470825 (2.249910593032837) | > loss_gen: 2.750005006790161 (2.744265601038933) | > loss_kl: 1.8245186805725098 (2.195448160171509) | > loss_feat: 7.679506778717041 (7.179728090763092) | > loss_mel: 20.09278106689453 (20.724587559700016) | > loss_duration: 2.359581470489502 (2.2683916836977005) | > loss_1: 34.706390380859375 (35.112420082092285)  --> STEP: 17 | > loss_disc: 2.0737693309783936 (2.239549342323752) | > loss_disc_real_0: 0.10798150300979614 (0.09850182252771714) | > loss_disc_real_1: 0.20157849788665771 (0.25827299409052906) | > loss_disc_real_2: 0.12674932181835175 (0.1878039573921877) | > loss_disc_real_3: 0.18098366260528564 (0.2700391131288865) | > loss_disc_real_4: 0.1766769289970398 (0.26529065563398246) | > loss_disc_real_5: 0.14425447583198547 (0.23062443470253663) | > loss_0: 2.0737693309783936 (2.239549342323752) | > loss_gen: 2.4252567291259766 (2.7255003732793472) | > loss_kl: 1.7523865699768066 (2.1693857136894676) | > loss_feat: 7.781986713409424 (7.215155068565817) | > loss_mel: 21.420867919921875 (20.765545227948362) | > loss_duration: 2.382338762283325 (2.2750944530262665) | > loss_1: 35.762840270996094 (35.15068009320427)  --> STEP: 18 | > loss_disc: 2.4082283973693848 (2.2489204009373984) | > loss_disc_real_0: 0.06370976567268372 (0.09656893048021528) | > loss_disc_real_1: 0.2798575758934021 (0.259472137524022) | > loss_disc_real_2: 0.16579289734363556 (0.18658112072282368) | > loss_disc_real_3: 0.29323551058769226 (0.27132780187659794) | > loss_disc_real_4: 0.2850327491760254 (0.2663874386085404) | > loss_disc_real_5: 0.2446650117635727 (0.23140446676148307) | > loss_0: 2.4082283973693848 (2.2489204009373984) | > loss_gen: 2.6735167503356934 (2.722612394226922) | > loss_kl: 2.249929904937744 (2.1738603909810386) | > loss_feat: 9.539654731750488 (7.3442939387427435) | > loss_mel: 18.753145217895508 (20.65374522738987) | > loss_duration: 2.1824045181274414 (2.269945012198554) | > loss_1: 35.398651123046875 (35.16445626152886)  --> STEP: 19 | > loss_disc: 2.629664182662964 (2.268959547344007) | > loss_disc_real_0: 0.1247638389468193 (0.09805287303108919) | > loss_disc_real_1: 0.29335740208625793 (0.2612555725009818) | > loss_disc_real_2: 0.2465873807668686 (0.18973934493566813) | > loss_disc_real_3: 0.2916078567504883 (0.2723951731857501) | > loss_disc_real_4: 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(2.6836530447006224) | > loss_kl: 1.8368042707443237 (2.1168629944324495) | > loss_feat: 6.832408428192139 (7.189982533454895) | > loss_mel: 16.258268356323242 (20.22950410842896) | > loss_duration: 2.2923598289489746 (2.274368441104889) | > loss_1: 29.449831008911133 (34.49437036514282)  --> STEP: 21 | > loss_disc: 2.4364168643951416 (2.2743137223379954) | > loss_disc_real_0: 0.10416842997074127 (0.09888530451627005) | > loss_disc_real_1: 0.37910547852516174 (0.2643940313940957) | > loss_disc_real_2: 0.2701984941959381 (0.19066167658283598) | > loss_disc_real_3: 0.2542031407356262 (0.267387887551671) | > loss_disc_real_4: 0.21223676204681396 (0.26152128052143825) | > loss_disc_real_5: 0.18181805312633514 (0.23011259166967302) | > loss_0: 2.4364168643951416 (2.2743137223379954) | > loss_gen: 2.5658175945281982 (2.67804183278765) | > loss_kl: 1.835351586341858 (2.1034576892852783) | > loss_feat: 5.85759973526001 (7.126535733540853) | > loss_mel: 17.80516815185547 (20.114059539068315) | > loss_duration: 2.1719958782196045 (2.2694935571579706) | > loss_1: 30.235931396484375 (34.29158755711147)  --> STEP: 22 | > loss_disc: 2.206345558166504 (2.2712242603302006) | > loss_disc_real_0: 0.132956862449646 (0.10043401169505986) | > loss_disc_real_1: 0.3430180251598358 (0.2679678492925384) | > loss_disc_real_2: 0.2306196242570877 (0.1924779469316656) | > loss_disc_real_3: 0.26169663667678833 (0.2671291943300854) | > loss_disc_real_4: 0.2704457938671112 (0.26192694021896884) | > loss_disc_real_5: 0.17496798932552338 (0.22760601883584802) | > loss_0: 2.206345558166504 (2.2712242603302006) | > loss_gen: 3.159360408782959 (2.6999199498783457) | > loss_kl: 1.8825706243515015 (2.093417368151925) | > loss_feat: 8.56415843963623 (7.191882220181552) | > loss_mel: 20.503643035888672 (20.13176787983288) | > loss_duration: 2.1420583724975586 (2.2637010487643154) | > loss_1: 36.25178909301758 (34.38068762692538)  --> STEP: 23 | > loss_disc: 2.434546947479248 (2.2783252467279853) | > loss_disc_real_0: 0.16437417268753052 (0.1032140186947325) | > loss_disc_real_1: 0.2770897448062897 (0.26836445344531024) | > loss_disc_real_2: 0.15125280618667603 (0.1906855495079704) | > loss_disc_real_3: 0.2920795679092407 (0.268213993181353) | > loss_disc_real_4: 0.38366061449050903 (0.26721970866555755) | > loss_disc_real_5: 0.29441267251968384 (0.23051065595253653) | > loss_0: 2.434546947479248 (2.2783252467279853) | > loss_gen: 2.8305914402008057 (2.7056013190228008) | > loss_kl: 2.690598249435425 (2.119381754294686) | > loss_feat: 6.089782238006592 (7.143964829652206) | > loss_mel: 19.38825798034668 (20.099441362463914) | > loss_duration: 2.288935661315918 (2.2647982058317764) | > loss_1: 33.28816604614258 (34.33318668863048)  --> STEP: 24 | > loss_disc: 2.4227309226989746 (2.284342149893443) | > loss_disc_real_0: 0.13750684261322021 (0.10464288635800283) | > loss_disc_real_1: 0.3126371204853058 (0.2702091479053101) | > loss_disc_real_2: 0.24472986161708832 (0.19293739584585032) | > loss_disc_real_3: 0.29351478815078735 (0.26926819297174615) | > loss_disc_real_4: 0.25839290022850037 (0.26685192498068017) | > loss_disc_real_5: 0.21055905520915985 (0.22967933925489584) | > loss_0: 2.4227309226989746 (2.284342149893443) | > loss_gen: 2.8355164527893066 (2.711014449596405) | > loss_kl: 2.2802770137786865 (2.1260857234398527) | > loss_feat: 8.962111473083496 (7.2197209397951765) | > loss_mel: 19.581083297729492 (20.077843109766647) | > loss_duration: 2.4634456634521484 (2.2730751832326255) | > loss_1: 36.1224365234375 (34.40773876508077)  --> STEP: 25 | > loss_disc: 2.4233052730560303 (2.2899006748199464) | > loss_disc_real_0: 0.14918479323387146 (0.10642456263303757) | > loss_disc_real_1: 0.2582910358905792 (0.2697324234247208) | > loss_disc_real_2: 0.23956894874572754 (0.1948026579618454) | > loss_disc_real_3: 0.29098549485206604 (0.27013688504695893) | > loss_disc_real_4: 0.27240172028541565 (0.26707391679286957) | > loss_disc_real_5: 0.22632959485054016 (0.22954534947872163) | > loss_0: 2.4233052730560303 (2.2899006748199464) | > loss_gen: 2.590711832046509 (2.7062023448944093) | > loss_kl: 1.8283016681671143 (2.114174361228943) | > loss_feat: 7.577357292175293 (7.234026393890381) | > loss_mel: 19.109188079833984 (20.03909690856934) | > loss_duration: 2.344377040863037 (2.275927257537842) | > loss_1: 33.44993591308594 (34.36942665100098)  --> STEP: 26 | > loss_disc: 2.6314942836761475 (2.3030388905451846) | > loss_disc_real_0: 0.1709877997636795 (0.10890776406113918) | > loss_disc_real_1: 0.21827782690525055 (0.26775340048166424) | > loss_disc_real_2: 0.13181759417057037 (0.19238015550833482) | > loss_disc_real_3: 0.1497085690498352 (0.26550502673937726) | > loss_disc_real_4: 0.1901063472032547 (0.26411362565480745) | > loss_disc_real_5: 0.16822923719882965 (0.22718703746795654) | > loss_0: 2.6314942836761475 (2.3030388905451846) | > loss_gen: 1.7026559114456177 (2.6676044051463785) | > loss_kl: 1.631123661994934 (2.095595488181481) | > loss_feat: 14.065512657165527 (7.49677586555481) | > loss_mel: 21.919919967651367 (20.11143625699557) | > loss_duration: 2.261216878890991 (2.2753614737437324) | > loss_1: 41.58042526245117 (34.64677275144137) --> EVAL PERFORMANCE | > avg_loader_time: 0.002447476753821741 (-9.013139284574012e-05) | > avg_loss_disc: 2.3030388905451846 (+0.0186503483698921) | > avg_loss_disc_real_0: 0.10890776406113918 (-0.008881828389488727) | > avg_loss_disc_real_1: 0.26775340048166424 (+0.03561035085182926) | > avg_loss_disc_real_2: 0.19238015550833482 (-0.03322603983374742) | > avg_loss_disc_real_3: 0.26550502673937726 (+0.052319873124361066) | > avg_loss_disc_real_4: 0.26411362565480745 (+0.046243101358413696) | > avg_loss_disc_real_5: 0.22718703746795654 (+0.044786404245174855) | > avg_loss_0: 2.3030388905451846 (+0.0186503483698921) | > avg_loss_gen: 2.6676044051463785 (+0.19607281226378204) | > avg_loss_kl: 2.095595488181481 (-0.05940722043697688) | > avg_loss_feat: 7.49677586555481 (+0.26595909778888416) | > avg_loss_mel: 20.11143625699557 (+0.15423686687763194) | > avg_loss_duration: 2.2753614737437324 (-0.0009758105644808168) | > avg_loss_1: 34.64677275144137 (+0.5558850948627168)  > EPOCH: 125/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:25:16)   --> TIME: 2024-06-10 20:25:25 -- STEP: 24/330 -- GLOBAL_STEP: 129275 | > loss_disc: 2.264192581176758 (2.2556362052758536) | > loss_disc_real_0: 0.09575022757053375 (0.11086595089485247) | > loss_disc_real_1: 0.22609636187553406 (0.19362709236641726) | > loss_disc_real_2: 0.23628643155097961 (0.21744974702596664) | > loss_disc_real_3: 0.21344739198684692 (0.2178808512787024) | > loss_disc_real_4: 0.2078426629304886 (0.21499837189912796) | > loss_disc_real_5: 0.192674458026886 (0.21373003410796323) | > loss_0: 2.264192581176758 (2.2556362052758536) | > grad_norm_0: tensor(14.7795, device='cuda:0') (tensor(15.8337, device='cuda:0')) | > loss_gen: 2.4621379375457764 (2.5806735952695212) | > loss_kl: 1.7784719467163086 (1.5972303301095963) | > loss_feat: 7.7165422439575195 (7.089803000291188) | > loss_mel: 20.211902618408203 (19.95601995786031) | > loss_duration: 2.054913282394409 (2.1712304155031847) | > loss_1: 34.223968505859375 (33.39495714505514) | > grad_norm_1: tensor(217.4633, device='cuda:0') (tensor(176.7385, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3379 (0.3449931840101878) | > loader_time: 0.0031 (0.0030775765577952066)  --> TIME: 2024-06-10 20:25:34 -- STEP: 49/330 -- GLOBAL_STEP: 129300 | > loss_disc: 2.251091718673706 (2.302299382735272) | > loss_disc_real_0: 0.09874938428401947 (0.11358817955669091) | > loss_disc_real_1: 0.2114623636007309 (0.20117712020874023) | > loss_disc_real_2: 0.250169962644577 (0.22107537668578478) | > loss_disc_real_3: 0.2042441964149475 (0.2229116543823359) | > loss_disc_real_4: 0.17255550622940063 (0.21606226417483115) | > loss_disc_real_5: 0.1681658923625946 (0.2133433961746644) | > loss_0: 2.251091718673706 (2.302299382735272) | > grad_norm_0: tensor(8.5706, device='cuda:0') (tensor(13.7674, device='cuda:0')) | > loss_gen: 2.4519424438476562 (2.556368696446322) | > loss_kl: 1.590708613395691 (1.6260503554830745) | > loss_feat: 6.629744529724121 (7.107339664381378) | > loss_mel: 19.84025764465332 (19.9582299602275) | > loss_duration: 2.020050525665283 (2.115406610527818) | > loss_1: 32.5327033996582 (33.36339514596121) | > grad_norm_1: tensor(90.6616, device='cuda:0') (tensor(184.8542, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3774 (0.34891450648405115) | > loader_time: 0.0037 (0.003222236827928193)  --> TIME: 2024-06-10 20:25:43 -- STEP: 74/330 -- GLOBAL_STEP: 129325 | > loss_disc: 2.2398879528045654 (2.2871963913376274) | > loss_disc_real_0: 0.10540305078029633 (0.11483886415088498) | > loss_disc_real_1: 0.21608132123947144 (0.20012504768532674) | > loss_disc_real_2: 0.22387705743312836 (0.2183836458905323) | > loss_disc_real_3: 0.2271801233291626 (0.22248937390946052) | > loss_disc_real_4: 0.20987586677074432 (0.21566751921499097) | > loss_disc_real_5: 0.19308914244174957 (0.21228397939656232) | > loss_0: 2.2398879528045654 (2.2871963913376274) | > grad_norm_0: tensor(31.5292, device='cuda:0') (tensor(13.9796, device='cuda:0')) | > loss_gen: 2.539074659347534 (2.5688043961653846) | > loss_kl: 1.815226435661316 (1.651600647617031) | > loss_feat: 7.662932395935059 (7.184018837439047) | > loss_mel: 20.168058395385742 (19.939885139465332) | > loss_duration: 1.9957611560821533 (2.0935133373415153) | > loss_1: 34.181053161621094 (33.437822187269056) | > grad_norm_1: tensor(255.4832, device='cuda:0') (tensor(176.0093, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3596 (0.3509821859565941) | > loader_time: 0.0036 (0.003339912440325763)  --> TIME: 2024-06-10 20:25:52 -- STEP: 99/330 -- GLOBAL_STEP: 129350 | > loss_disc: 2.23606538772583 (2.2852170684120874) | > loss_disc_real_0: 0.10122212767601013 (0.11539552812323425) | > loss_disc_real_1: 0.17676812410354614 (0.1988881266478336) | > loss_disc_real_2: 0.25168347358703613 (0.21665374392812903) | > loss_disc_real_3: 0.21372003853321075 (0.22224877443578508) | > loss_disc_real_4: 0.1806574910879135 (0.2157566234318897) | > loss_disc_real_5: 0.19777227938175201 (0.21163408112044285) | > loss_0: 2.23606538772583 (2.2852170684120874) | > grad_norm_0: tensor(16.1878, device='cuda:0') (tensor(14.9513, device='cuda:0')) | > loss_gen: 2.5311362743377686 (2.5771042192825164) | > loss_kl: 1.560902714729309 (1.652629589793658) | > loss_feat: 7.110343933105469 (7.222293039765021) | > loss_mel: 19.653425216674805 (19.923087437947594) | > loss_duration: 2.073827028274536 (2.0860418876012177) | > loss_1: 32.92963409423828 (33.46115593958382) | > grad_norm_1: tensor(115.3045, device='cuda:0') (tensor(189.1151, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3648 (0.3514416049225162) | > loader_time: 0.0036 (0.0034682461709687204)  --> TIME: 2024-06-10 20:26:01 -- STEP: 124/330 -- GLOBAL_STEP: 129375 | > loss_disc: 2.292787790298462 (2.2899598556180143) | > loss_disc_real_0: 0.1466437429189682 (0.11484729714931981) | > loss_disc_real_1: 0.2618013322353363 (0.2005014339041325) | > loss_disc_real_2: 0.22153829038143158 (0.21656764959616046) | > loss_disc_real_3: 0.17919380962848663 (0.22265584658711188) | > loss_disc_real_4: 0.19237671792507172 (0.21598891493293546) | > loss_disc_real_5: 0.209111750125885 (0.2114858491526496) | > loss_0: 2.292787790298462 (2.2899598556180143) | > grad_norm_0: tensor(8.3712, device='cuda:0') (tensor(15.4965, device='cuda:0')) | > loss_gen: 2.6381497383117676 (2.5788720000174736) | > loss_kl: 1.7373634576797485 (1.6573587607952855) | > loss_feat: 7.500848770141602 (7.2280310084742885) | > loss_mel: 20.10512351989746 (19.9489132050545) | > loss_duration: 2.0837645530700684 (2.085477320417282) | > loss_1: 34.065250396728516 (33.49865205826296) | > grad_norm_1: tensor(308.7566, device='cuda:0') (tensor(207.3826, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3624 (0.3532826862027568) | > loader_time: 0.0041 (0.0035796415421270556)  --> TIME: 2024-06-10 20:26:11 -- STEP: 149/330 -- GLOBAL_STEP: 129400 | > loss_disc: 2.466148853302002 (2.284514684805133) | > loss_disc_real_0: 0.12512636184692383 (0.11378327852127536) | > loss_disc_real_1: 0.1933421790599823 (0.20017375742029025) | > loss_disc_real_2: 0.26432305574417114 (0.21655835701315196) | > loss_disc_real_3: 0.2960251569747925 (0.22236451206591307) | > loss_disc_real_4: 0.2586740255355835 (0.21555370092391968) | > loss_disc_real_5: 0.2362147569656372 (0.21095093654706176) | > loss_0: 2.466148853302002 (2.284514684805133) | > grad_norm_0: tensor(16.5094, device='cuda:0') (tensor(17.2869, device='cuda:0')) | > loss_gen: 2.7262961864471436 (2.592594372346097) | > loss_kl: 1.603222131729126 (1.6558566141448565) | > loss_feat: 6.601950168609619 (7.276802859850378) | > loss_mel: 19.920063018798828 (19.954069214379228) | > loss_duration: 2.0846164226531982 (2.0859335500921987) | > loss_1: 32.93614959716797 (33.56525646440134) | > grad_norm_1: tensor(150.6592, device='cuda:0') (tensor(219.4293, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3583 (0.356977970008082) | > loader_time: 0.0039 (0.003682066130158085)  --> TIME: 2024-06-10 20:26:21 -- STEP: 174/330 -- GLOBAL_STEP: 129425 | > loss_disc: 2.3010199069976807 (2.280630065106798) | > loss_disc_real_0: 0.14110684394836426 (0.1132201577226321) | > loss_disc_real_1: 0.16239555180072784 (0.20023505492457033) | > loss_disc_real_2: 0.21062596142292023 (0.21626963689066897) | > loss_disc_real_3: 0.20922724902629852 (0.22248422003340448) | > loss_disc_real_4: 0.20226477086544037 (0.21606805432459403) | > loss_disc_real_5: 0.1804937869310379 (0.2105596794307917) | > loss_0: 2.3010199069976807 (2.280630065106798) | > grad_norm_0: tensor(15.8452, device='cuda:0') (tensor(18.5516, device='cuda:0')) | > loss_gen: 2.682497501373291 (2.608605665722113) | > loss_kl: 1.657151460647583 (1.6505272292542728) | > loss_feat: 7.280830383300781 (7.31858125226251) | > loss_mel: 19.687204360961914 (19.922365966884573) | > loss_duration: 2.178927421569824 (2.0889127549083746) | > loss_1: 33.486610412597656 (33.588992699809445) | > grad_norm_1: tensor(343.9750, device='cuda:0') (tensor(232.0952, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3681 (0.3598292010954056) | > loader_time: 0.0048 (0.003827053925086712)  --> TIME: 2024-06-10 20:26:30 -- STEP: 199/330 -- GLOBAL_STEP: 129450 | > loss_disc: 2.4126474857330322 (2.2801089286804204) | > loss_disc_real_0: 0.1625272035598755 (0.11290935221029885) | > loss_disc_real_1: 0.2149219959974289 (0.20017745574215554) | > loss_disc_real_2: 0.29167506098747253 (0.21628490337474862) | > loss_disc_real_3: 0.22479379177093506 (0.22282361954300847) | > loss_disc_real_4: 0.20415839552879333 (0.21672094587105603) | > loss_disc_real_5: 0.19442707300186157 (0.2116218352287858) | > loss_0: 2.4126474857330322 (2.2801089286804204) | > grad_norm_0: tensor(54.0456, device='cuda:0') (tensor(20.5329, device='cuda:0')) | > loss_gen: 2.4615509510040283 (2.6165860166501758) | > loss_kl: 1.680527687072754 (1.6486011923258026) | > loss_feat: 6.7844319343566895 (7.348743254215873) | > loss_mel: 20.409473419189453 (19.897976381694857) | > loss_duration: 2.202322244644165 (2.094777251607809) | > loss_1: 33.538307189941406 (33.60668394194176) | > grad_norm_1: tensor(199.2859, device='cuda:0') (tensor(241.9218, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.3962 (0.36326015175287446) | > loader_time: 0.0056 (0.003980786357093696)  --> TIME: 2024-06-10 20:26:41 -- STEP: 224/330 -- GLOBAL_STEP: 129475 | > loss_disc: 2.128042697906494 (2.275583834520409) | > loss_disc_real_0: 0.13883402943611145 (0.11357001295047146) | > loss_disc_real_1: 0.2274468094110489 (0.2003369150417192) | > loss_disc_real_2: 0.2018854022026062 (0.21567025960290007) | > loss_disc_real_3: 0.19923114776611328 (0.2221539858063417) | > loss_disc_real_4: 0.1748201698064804 (0.21583249067355478) | > loss_disc_real_5: 0.17168492078781128 (0.21095772839284369) | > loss_0: 2.128042697906494 (2.275583834520409) | > grad_norm_0: tensor(17.3362, device='cuda:0') (tensor(22.5871, device='cuda:0')) | > loss_gen: 2.9077396392822266 (2.623202435672283) | > loss_kl: 1.723950743675232 (1.6498324418706551) | > loss_feat: 8.264480590820312 (7.37835567338126) | > loss_mel: 19.941991806030273 (19.84590045894896) | > loss_duration: 2.204277276992798 (2.100316629345929) | > loss_1: 35.042442321777344 (33.59760750191553) | > grad_norm_1: tensor(528.8109, device='cuda:0') (tensor(254.3740, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.4028 (0.36727494320699144) | > loader_time: 0.0052 (0.004108640764440808)  --> TIME: 2024-06-10 20:26:51 -- STEP: 249/330 -- GLOBAL_STEP: 129500 | > loss_disc: 2.1945464611053467 (2.275797722330056) | > loss_disc_real_0: 0.17280635237693787 (0.11458000648452575) | > loss_disc_real_1: 0.2133263796567917 (0.2004872540752572) | > loss_disc_real_2: 0.19734077155590057 (0.21529763613838748) | > loss_disc_real_3: 0.22727209329605103 (0.22248309324065366) | > loss_disc_real_4: 0.23030813038349152 (0.21559570999030608) | > loss_disc_real_5: 0.2144993394613266 (0.21066785379346595) | > loss_0: 2.1945464611053467 (2.275797722330056) | > grad_norm_0: tensor(45.9341, device='cuda:0') (tensor(24.8248, device='cuda:0')) | > loss_gen: 3.0289409160614014 (2.6278997386794494) | > loss_kl: 1.6466877460479736 (1.6459873397666285) | > loss_feat: 7.434259414672852 (7.398518769137831) | > loss_mel: 19.27239418029785 (19.8045682562403) | > loss_duration: 2.16389799118042 (2.1069834189242638) | > loss_1: 33.54617691040039 (33.583957396357896) | > grad_norm_1: tensor(303.6406, device='cuda:0') (tensor(271.1051, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.405 (0.37126094270422755) | > loader_time: 0.0058 (0.004236310361379599) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_129500.pth  --> TIME: 2024-06-10 20:27:06 -- STEP: 274/330 -- GLOBAL_STEP: 129525 | > loss_disc: 2.2266287803649902 (2.2739934573208336) | > loss_disc_real_0: 0.11021363735198975 (0.11470148160401052) | > loss_disc_real_1: 0.19840861856937408 (0.20082662771218018) | > loss_disc_real_2: 0.2241387516260147 (0.2154305763814571) | > loss_disc_real_3: 0.21335181593894958 (0.22215048664242681) | > loss_disc_real_4: 0.1982058435678482 (0.21533310783170437) | > loss_disc_real_5: 0.20420406758785248 (0.20998423209373096) | > loss_0: 2.2266287803649902 (2.2739934573208336) | > grad_norm_0: tensor(49.1306, device='cuda:0') (tensor(25.6036, device='cuda:0')) | > loss_gen: 2.619239330291748 (2.627252350758462) | > loss_kl: 1.7373273372650146 (1.6457025652384234) | > loss_feat: 7.726689338684082 (7.419725390246315) | > loss_mel: 19.095645904541016 (19.788798053769305) | > loss_duration: 2.189704656600952 (2.1140075125833504) | > loss_1: 33.36860656738281 (33.59548575686712) | > grad_norm_1: tensor(614.9604, device='cuda:0') (tensor(285.5245, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.4388 (0.37663067692387714) | > loader_time: 0.0062 (0.004415847089168798)  --> TIME: 2024-06-10 20:27:18 -- STEP: 299/330 -- GLOBAL_STEP: 129550 | > loss_disc: 2.2929866313934326 (2.2737135400740205) | > loss_disc_real_0: 0.13591217994689941 (0.11531415639015344) | > loss_disc_real_1: 0.1946694254875183 (0.2013550192915078) | > loss_disc_real_2: 0.2244221270084381 (0.21504654040105356) | > loss_disc_real_3: 0.1987059861421585 (0.22157338705150578) | > loss_disc_real_4: 0.19664612412452698 (0.21528193299786302) | > loss_disc_real_5: 0.20517851412296295 (0.20971287477973313) | > loss_0: 2.2929866313934326 (2.2737135400740205) | > grad_norm_0: tensor(10.8488, device='cuda:0') (tensor(25.3761, device='cuda:0')) | > loss_gen: 2.547834634780884 (2.6269213028974763) | > loss_kl: 1.7293713092803955 (1.6478936269530486) | > loss_feat: 7.632193565368652 (7.456858700334427) | > loss_mel: 19.51291847229004 (19.771177566171104) | > loss_duration: 2.272448778152466 (2.1227578746036553) | > loss_1: 33.694766998291016 (33.62560896092036) | > grad_norm_1: tensor(414.6815, device='cuda:0') (tensor(291.6964, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.4864 (0.383459565631522) | > loader_time: 0.0072 (0.004599905332992704)  --> TIME: 2024-06-10 20:27:32 -- STEP: 324/330 -- GLOBAL_STEP: 129575 | > loss_disc: 2.431056261062622 (2.277088571477819) | > loss_disc_real_0: 0.08068357408046722 (0.11652180637566396) | > loss_disc_real_1: 0.16344110667705536 (0.20289872462550798) | > loss_disc_real_2: 0.22687222063541412 (0.21477644058105377) | > loss_disc_real_3: 0.25293856859207153 (0.2212198765281542) | > loss_disc_real_4: 0.2578236162662506 (0.2153361883520344) | > loss_disc_real_5: 0.25219520926475525 (0.20982073040472138) | > loss_0: 2.431056261062622 (2.277088571477819) | > grad_norm_0: tensor(12.9392, device='cuda:0') (tensor(26.0618, device='cuda:0')) | > loss_gen: 2.2952194213867188 (2.6235922192349843) | > loss_kl: 1.8572741746902466 (1.6535444094075094) | > loss_feat: 9.56702995300293 (7.514128686469278) | > loss_mel: 18.67510223388672 (19.733352714114726) | > loss_duration: 2.322061061859131 (2.1359220408363124) | > loss_1: 34.7166862487793 (33.66053995085353) | > grad_norm_1: tensor(121.1152, device='cuda:0') (tensor(298.4290, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.604 (0.3956799566009898) | > loader_time: 0.0103 (0.004866721453490077)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4723753929138184 (2.4723753929138184) | > loss_disc_real_0: 0.11354649066925049 (0.11354649066925049) | > loss_disc_real_1: 0.16269493103027344 (0.16269493103027344) | > loss_disc_real_2: 0.3259274959564209 (0.3259274959564209) | > loss_disc_real_3: 0.3540588915348053 (0.3540588915348053) | > loss_disc_real_4: 0.3431791663169861 (0.3431791663169861) | > loss_disc_real_5: 0.3002068102359772 (0.3002068102359772) | > loss_0: 2.4723753929138184 (2.4723753929138184) | > loss_gen: 2.8030245304107666 (2.8030245304107666) | > loss_kl: 1.7779018878936768 (1.7779018878936768) | > loss_feat: 6.156761646270752 (6.156761646270752) | > loss_mel: 18.52309226989746 (18.52309226989746) | > loss_duration: 2.8117387294769287 (2.8117387294769287) | > loss_1: 32.07251739501953 (32.07251739501953)  --> STEP: 1 | > loss_disc: 2.0513124465942383 (2.0513124465942383) | > loss_disc_real_0: 0.12373855710029602 (0.12373855710029602) | > loss_disc_real_1: 0.16381694376468658 (0.16381694376468658) | > loss_disc_real_2: 0.23049013316631317 (0.23049013316631317) | > loss_disc_real_3: 0.21335835754871368 (0.21335835754871368) | > loss_disc_real_4: 0.18737295269966125 (0.18737295269966125) | > loss_disc_real_5: 0.1408781111240387 (0.1408781111240387) | > loss_0: 2.0513124465942383 (2.0513124465942383) | > loss_gen: 2.706812858581543 (2.706812858581543) | > loss_kl: 2.2980873584747314 (2.2980873584747314) | > loss_feat: 8.033740997314453 (8.033740997314453) | > loss_mel: 21.5098876953125 (21.5098876953125) | > loss_duration: 2.4436659812927246 (2.4436659812927246) | > loss_1: 36.99219512939453 (36.99219512939453)  --> STEP: 2 | > loss_disc: 2.3427953720092773 (2.197053909301758) | > loss_disc_real_0: 0.11394970118999481 (0.11884412914514542) | > loss_disc_real_1: 0.2609488368034363 (0.21238289028406143) | > loss_disc_real_2: 0.1925608217716217 (0.21152547746896744) | > loss_disc_real_3: 0.302747905254364 (0.25805313140153885) | > loss_disc_real_4: 0.2723905146121979 (0.22988173365592957) | > loss_disc_real_5: 0.28957676887512207 (0.21522743999958038) | > loss_0: 2.3427953720092773 (2.197053909301758) | > loss_gen: 2.6988351345062256 (2.7028239965438843) | > loss_kl: 2.0554311275482178 (2.1767592430114746) | > loss_feat: 6.559955596923828 (7.296848297119141) | > loss_mel: 18.362117767333984 (19.936002731323242) | > loss_duration: 2.378549337387085 (2.411107659339905) | > loss_1: 32.05488967895508 (34.523542404174805)  --> STEP: 3 | > loss_disc: 2.286041259765625 (2.2267163594563804) | > loss_disc_real_0: 0.08313371986150742 (0.10694065938393275) | > loss_disc_real_1: 0.2823912799358368 (0.23571902016798654) | > loss_disc_real_2: 0.20671285688877106 (0.20992127060890198) | > loss_disc_real_3: 0.14546474814414978 (0.2205236703157425) | > loss_disc_real_4: 0.17676572501659393 (0.2121763974428177) | > loss_disc_real_5: 0.1946195363998413 (0.20835813879966736) | > loss_0: 2.286041259765625 (2.2267163594563804) | > loss_gen: 2.450685977935791 (2.6187779903411865) | > loss_kl: 2.038456439971924 (2.1306583086649575) | > loss_feat: 7.3167619705200195 (7.303486188252767) | > loss_mel: 20.508079528808594 (20.12669499715169) | > loss_duration: 2.161825180053711 (2.3280134995778403) | > loss_1: 34.475807189941406 (34.50763066609701)  --> STEP: 4 | > loss_disc: 2.4496185779571533 (2.2824419140815735) | > loss_disc_real_0: 0.2121397852897644 (0.13324044086039066) | > loss_disc_real_1: 0.21942679584026337 (0.23164596408605576) | > loss_disc_real_2: 0.2812682092189789 (0.2277580052614212) | > loss_disc_real_3: 0.2565705478191376 (0.22953538969159126) | > loss_disc_real_4: 0.30986517667770386 (0.23659859225153923) | > loss_disc_real_5: 0.22936223447322845 (0.21360916271805763) | > loss_0: 2.4496185779571533 (2.2824419140815735) | > loss_gen: 2.846684694290161 (2.67575466632843) | > loss_kl: 2.052016496658325 (2.1109978556632996) | > loss_feat: 7.237709045410156 (7.287041902542114) | > loss_mel: 19.32132911682129 (19.925353527069092) | > loss_duration: 2.2650909423828125 (2.3122828602790833) | > loss_1: 33.72283172607422 (34.31143093109131)  --> STEP: 5 | > loss_disc: 2.499058246612549 (2.3257651805877684) | > loss_disc_real_0: 0.0899491161108017 (0.12458217591047287) | > loss_disc_real_1: 0.21468308568000793 (0.22825338840484619) | > loss_disc_real_2: 0.21545223891735077 (0.22529685199260713) | > loss_disc_real_3: 0.3002566993236542 (0.24367965161800384) | > loss_disc_real_4: 0.23150011897087097 (0.23557889759540557) | > loss_disc_real_5: 0.22676780819892883 (0.21624089181423187) | > loss_0: 2.499058246612549 (2.3257651805877684) | > loss_gen: 2.044614315032959 (2.549526596069336) | > loss_kl: 1.90910804271698 (2.070619893074036) | > loss_feat: 4.347512245178223 (6.699135971069336) | > loss_mel: 17.479196548461914 (19.436122131347656) | > loss_duration: 2.3185644149780273 (2.313539171218872) | > loss_1: 28.098995208740234 (33.06894378662109)  --> STEP: 6 | > loss_disc: 2.5418591499328613 (2.361780842145284) | > loss_disc_real_0: 0.09206266701221466 (0.11916225776076317) | > loss_disc_real_1: 0.2189282476902008 (0.22669919828573862) | > loss_disc_real_2: 0.36870330572128296 (0.2491979276140531) | > loss_disc_real_3: 0.314526230096817 (0.25548741469780606) | > loss_disc_real_4: 0.29406994581222534 (0.2453274056315422) | > loss_disc_real_5: 0.30654552578926086 (0.23129166414340338) | > loss_0: 2.5418591499328613 (2.361780842145284) | > loss_gen: 2.6560535430908203 (2.5672810872395835) | > loss_kl: 1.876686692237854 (2.038297692934672) | > loss_feat: 5.8913397789001465 (6.564503272374471) | > loss_mel: 21.320859909057617 (19.750245094299316) | > loss_duration: 2.1477162837982178 (2.2859020233154297) | > loss_1: 33.89265441894531 (33.20622889200846)  --> STEP: 7 | > loss_disc: 2.1618030071258545 (2.333212579999651) | > loss_disc_real_0: 0.08497381210327148 (0.11427819409540721) | > loss_disc_real_1: 0.21699406206607819 (0.22531275025435857) | > loss_disc_real_2: 0.28723451495170593 (0.25463172580514637) | > loss_disc_real_3: 0.18074773252010345 (0.24481031724384852) | > loss_disc_real_4: 0.18781226873397827 (0.2371109575033188) | > loss_disc_real_5: 0.2007768750190735 (0.2269324085542134) | > loss_0: 2.1618030071258545 (2.333212579999651) | > loss_gen: 2.6495168209075928 (2.579029049192156) | > loss_kl: 2.0869712829589844 (2.0452510629381453) | > loss_feat: 6.766544342041016 (6.593366282326834) | > loss_mel: 20.65919303894043 (19.88009480067662) | > loss_duration: 2.4052796363830566 (2.3029559680393765) | > loss_1: 34.5675048828125 (33.40069689069475)  --> STEP: 8 | > loss_disc: 2.273190975189209 (2.325709879398346) | > loss_disc_real_0: 0.07935376465320587 (0.10991264041513205) | > loss_disc_real_1: 0.20220674574375153 (0.22242449969053268) | > loss_disc_real_2: 0.2842447757720947 (0.2583333570510149) | > loss_disc_real_3: 0.15879331529140472 (0.23405819199979305) | > loss_disc_real_4: 0.20533059537410736 (0.23313841223716736) | > loss_disc_real_5: 0.19067704677581787 (0.22240048833191395) | > loss_0: 2.273190975189209 (2.325709879398346) | > loss_gen: 2.3005011081695557 (2.544213056564331) | > loss_kl: 2.41770601272583 (2.091807931661606) | > loss_feat: 11.159662246704102 (7.164153277873993) | > loss_mel: 20.102291107177734 (19.907869338989258) | > loss_duration: 2.2000622749328613 (2.290094256401062) | > loss_1: 38.18022155761719 (33.99813747406006)  --> STEP: 9 | > loss_disc: 2.4704477787017822 (2.341791868209839) | > loss_disc_real_0: 0.1131424605846405 (0.1102715093228552) | > loss_disc_real_1: 0.13236932456493378 (0.2124183691210217) | > loss_disc_real_2: 0.24246205389499664 (0.25656987892256844) | > loss_disc_real_3: 0.3254520297050476 (0.24421306285593244) | > loss_disc_real_4: 0.27427127957344055 (0.2377087308300866) | > loss_disc_real_5: 0.257332444190979 (0.22628181676069895) | > loss_0: 2.4704477787017822 (2.341791868209839) | > loss_gen: 2.4879636764526367 (2.5379631254408093) | > loss_kl: 2.0361454486846924 (2.0856232113308377) | > loss_feat: 9.179990768432617 (7.388135221269396) | > loss_mel: 20.94277000427246 (20.022858301798504) | > loss_duration: 2.1043639183044434 (2.269457552168104) | > loss_1: 36.7512321472168 (34.30403688218858)  --> STEP: 10 | > loss_disc: 2.306694269180298 (2.3382821083068848) | > loss_disc_real_0: 0.1649876981973648 (0.11574312821030616) | > loss_disc_real_1: 0.23738263547420502 (0.21491479575634004) | > loss_disc_real_2: 0.23808588087558746 (0.25472147911787035) | > loss_disc_real_3: 0.25172123312950134 (0.24496387988328933) | > loss_disc_real_4: 0.23536770045757294 (0.23747462779283524) | > loss_disc_real_5: 0.1887480616569519 (0.22252844125032425) | > loss_0: 2.306694269180298 (2.3382821083068848) | > loss_gen: 2.68597674369812 (2.5527644872665407) | > loss_kl: 2.0840847492218018 (2.085469365119934) | > loss_feat: 6.196031093597412 (7.268924808502197) | > loss_mel: 17.795915603637695 (19.800164031982423) | > loss_duration: 2.273379325866699 (2.269849729537964) | > loss_1: 31.035385131835938 (33.97717170715332)  --> STEP: 11 | > loss_disc: 2.0594937801361084 (2.312937714836814) | > loss_disc_real_0: 0.13115397095680237 (0.1171441139145331) | > loss_disc_real_1: 0.22382418811321259 (0.21572474051605572) | > loss_disc_real_2: 0.33735620975494385 (0.2622337273576043) | > loss_disc_real_3: 0.24678626656532288 (0.24512955139983783) | > loss_disc_real_4: 0.18926462531089783 (0.2330919002944773) | > loss_disc_real_5: 0.19032727181911469 (0.21960106221112338) | > loss_0: 2.0594937801361084 (2.312937714836814) | > loss_gen: 3.3180508613586426 (2.622335975820368) | > loss_kl: 2.3607070446014404 (2.1104909723455254) | > loss_feat: 8.980369567871094 (7.424510695717552) | > loss_mel: 20.511241912841797 (19.86480747569691) | > loss_duration: 2.3955047130584717 (2.2812729098580102) | > loss_1: 37.56587219238281 (34.30341720581055)  --> STEP: 12 | > loss_disc: 2.455531120300293 (2.3248204986254373) | > loss_disc_real_0: 0.10952989757061005 (0.11650959588587284) | > loss_disc_real_1: 0.2301560640335083 (0.21692735080917677) | > loss_disc_real_2: 0.33358630537986755 (0.2681797755261262) | > loss_disc_real_3: 0.28699666261672974 (0.24861847733457884) | > loss_disc_real_4: 0.23309007287025452 (0.23309174800912538) | > loss_disc_real_5: 0.16316504776477814 (0.21489806100726128) | > loss_0: 2.455531120300293 (2.3248204986254373) | > loss_gen: 2.3765580654144287 (2.6018544832865396) | > loss_kl: 1.9975303411483765 (2.10107758641243) | > loss_feat: 5.71758508682251 (7.282266894976298) | > loss_mel: 18.468507766723633 (19.748449166615803) | > loss_duration: 2.1776914596557617 (2.2726411223411564) | > loss_1: 30.737873077392578 (34.00628852844238)  --> STEP: 13 | > loss_disc: 2.5045042037963867 (2.338642322100126) | > loss_disc_real_0: 0.1553577184677124 (0.1194979130075528) | > loss_disc_real_1: 0.27562931180000305 (0.22144288627000955) | > loss_disc_real_2: 0.2358875423669815 (0.2656957575908074) | > loss_disc_real_3: 0.22875134646892548 (0.24709023649875933) | > loss_disc_real_4: 0.21107013523578644 (0.23139777779579163) | > loss_disc_real_5: 0.20828652381896973 (0.21438948122354654) | > loss_0: 2.5045042037963867 (2.338642322100126) | > loss_gen: 2.313704490661621 (2.579689099238469) | > loss_kl: 1.4678382873535156 (2.0523668711002054) | > loss_feat: 5.672569751739502 (7.158444037804236) | > loss_mel: 19.66801643371582 (19.742262033315804) | > loss_duration: 2.1097841262817383 (2.260113661105817) | > loss_1: 31.231910705566406 (33.79287484975961)  --> STEP: 14 | > loss_disc: 2.087531328201294 (2.3207058225359236) | > loss_disc_real_0: 0.08398866653442383 (0.11696153825947217) | > loss_disc_real_1: 0.17217092216014862 (0.21792346026216233) | > loss_disc_real_2: 0.182448148727417 (0.2597494998148509) | > loss_disc_real_3: 0.22489839792251587 (0.2455051051718848) | > loss_disc_real_4: 0.19806678593158722 (0.22901699266263417) | > loss_disc_real_5: 0.22762472927570343 (0.21533485608441488) | > loss_0: 2.087531328201294 (2.3207058225359236) | > loss_gen: 2.496671438217163 (2.5737592663083757) | > loss_kl: 2.5902926921844482 (2.090790144034794) | > loss_feat: 7.608487606048584 (7.190590006964547) | > loss_mel: 22.831418991088867 (19.962916101728165) | > loss_duration: 2.3883628845214844 (2.2692743199212217) | > loss_1: 37.91522979736328 (34.08732877458845)  --> STEP: 15 | > loss_disc: 2.5135724544525146 (2.3335635979970295) | > loss_disc_real_0: 0.06660567224025726 (0.11360448052485785) | > loss_disc_real_1: 0.24260061979293823 (0.21956860423088073) | > loss_disc_real_2: 0.3482719957828522 (0.265650999546051) | > loss_disc_real_3: 0.2652439475059509 (0.2468210279941559) | > loss_disc_real_4: 0.23874007165431976 (0.22966519792874654) | > loss_disc_real_5: 0.318264901638031 (0.22219685912132264) | > loss_0: 2.5135724544525146 (2.3335635979970295) | > loss_gen: 2.5039379596710205 (2.5691045125325522) | > loss_kl: 2.4951260089874268 (2.1177458683649695) | > loss_feat: 8.41858196258545 (7.272456137339274) | > loss_mel: 19.30792808532715 (19.9192502339681) | > loss_duration: 2.2096152305603027 (2.2652970472971607) | > loss_1: 34.93518829345703 (34.14385274251302)  --> STEP: 16 | > loss_disc: 2.2536067962646484 (2.328566297888756) | > loss_disc_real_0: 0.13413479924201965 (0.11488762544468045) | > loss_disc_real_1: 0.24773527681827545 (0.2213290212675929) | > loss_disc_real_2: 0.29698753356933594 (0.2676095329225063) | > loss_disc_real_3: 0.25050994753837585 (0.24705158546566963) | > loss_disc_real_4: 0.2519943416118622 (0.23106076940894127) | > loss_disc_real_5: 0.2799459993839264 (0.22580618038773537) | > loss_0: 2.2536067962646484 (2.328566297888756) | > loss_gen: 3.0921359062194824 (2.6017939746379852) | > loss_kl: 1.691306471824646 (2.091093406081199) | > loss_feat: 7.694018840789795 (7.298803806304932) | > loss_mel: 18.749624252319336 (19.84614861011505) | > loss_duration: 2.355508327484131 (2.2709352523088464) | > loss_1: 33.58259201049805 (34.108773946762085)  --> STEP: 17 | > loss_disc: 2.3834033012390137 (2.3317920039681828) | > loss_disc_real_0: 0.09620538353919983 (0.1137886700384757) | > loss_disc_real_1: 0.2219708114862442 (0.22136677363339594) | > loss_disc_real_2: 0.2679446339607239 (0.26762924474828376) | > loss_disc_real_3: 0.29796481132507324 (0.2500464811044581) | > loss_disc_real_4: 0.21173575520515442 (0.22992400386754205) | > loss_disc_real_5: 0.28640836477279663 (0.22937101476332722) | > loss_0: 2.3834033012390137 (2.3317920039681828) | > loss_gen: 2.4789350032806396 (2.5945669763228474) | > loss_kl: 1.8636349439620972 (2.0777134965447814) | > loss_feat: 5.144365310668945 (7.17207213009105) | > loss_mel: 19.009798049926758 (19.79695151833927) | > loss_duration: 2.337538719177246 (2.2748531033011052) | > loss_1: 30.834274291992188 (33.91615632001091)  --> STEP: 18 | > loss_disc: 1.9207332134246826 (2.3089554044935436) | > loss_disc_real_0: 0.08097125589847565 (0.11196548036403126) | > loss_disc_real_1: 0.24228058755397797 (0.22252865218453938) | > loss_disc_real_2: 0.2045121192932129 (0.26412273777855755) | > loss_disc_real_3: 0.18804068863391876 (0.24660171485609478) | > loss_disc_real_4: 0.2113625705242157 (0.22889281312624613) | > loss_disc_real_5: 0.20772121846675873 (0.22816824830240673) | > loss_0: 1.9207332134246826 (2.3089554044935436) | > loss_gen: 3.428799867630005 (2.640913248062134) | > loss_kl: 1.8905986547470093 (2.0673182275560165) | > loss_feat: 11.338993072509766 (7.403567738003201) | > loss_mel: 19.600759506225586 (19.786051962110733) | > loss_duration: 2.2120697498321533 (2.2713651392194967) | > loss_1: 38.471221923828125 (34.169215520222984)  --> STEP: 19 | > loss_disc: 2.309488534927368 (2.308983463990061) | > loss_disc_real_0: 0.1529189646244049 (0.11412092690405093) | > loss_disc_real_1: 0.23166580498218536 (0.22300955496336283) | > loss_disc_real_2: 0.1839844435453415 (0.25990493281891464) | > loss_disc_real_3: 0.16036994755268097 (0.24206320078749405) | > loss_disc_real_4: 0.21837452054023743 (0.2283392187796141) | > loss_disc_real_5: 0.17891831696033478 (0.225576146652824) | > loss_0: 2.309488534927368 (2.308983463990061) | > loss_gen: 2.381044387817383 (2.6272359396281995) | > loss_kl: 1.4379452466964722 (2.0341933338265665) | > loss_feat: 8.921392440795898 (7.483453248676501) | > loss_mel: 20.44087028503418 (19.82051608436986) | > loss_duration: 2.322981119155884 (2.2740817697424647) | > loss_1: 35.504234313964844 (34.239479667262025)  --> STEP: 20 | > loss_disc: 2.1837143898010254 (2.302720010280609) | > loss_disc_real_0: 0.04883113130927086 (0.11085643712431192) | > loss_disc_real_1: 0.176265686750412 (0.2206723615527153) | > loss_disc_real_2: 0.3303179442882538 (0.2634255833923816) | > loss_disc_real_3: 0.29028287529945374 (0.24447418451309205) | > loss_disc_real_4: 0.2373191863298416 (0.22878821715712547) | > loss_disc_real_5: 0.25230923295021057 (0.22691280096769334) | > loss_0: 2.1837143898010254 (2.302720010280609) | > loss_gen: 2.7967565059661865 (2.635711967945099) | > loss_kl: 1.5894381999969482 (2.011955577135086) | > loss_feat: 6.58847713470459 (7.4387044429779055) | > loss_mel: 20.594226837158203 (19.859201622009277) | > loss_duration: 2.311840057373047 (2.275969684123994) | > loss_1: 33.8807373046875 (34.221542549133304)  --> STEP: 21 | > loss_disc: 2.380659341812134 (2.3064314070202054) | > loss_disc_real_0: 0.10896096378564835 (0.11076617648913747) | > loss_disc_real_1: 0.28065961599349976 (0.22352889747846694) | > loss_disc_real_2: 0.2513532042503357 (0.2628507081951413) | > loss_disc_real_3: 0.18849582970142365 (0.24180854856967926) | > loss_disc_real_4: 0.2505265772342682 (0.22982337716079893) | > loss_disc_real_5: 0.2535884380340576 (0.22818306939942495) | > loss_0: 2.380659341812134 (2.3064314070202054) | > loss_gen: 2.467090129852295 (2.6276823566073464) | > loss_kl: 2.3811702728271484 (2.0295372293108986) | > loss_feat: 4.261984825134277 (7.2874320802234465) | > loss_mel: 18.220443725585938 (19.781165531703405) | > loss_duration: 2.1707279682159424 (2.270958173842658) | > loss_1: 29.50141716003418 (33.996774673461914)  --> STEP: 22 | > loss_disc: 2.4034430980682373 (2.310841029340571) | > loss_disc_real_0: 0.14694039523601532 (0.1124104591594501) | > loss_disc_real_1: 0.2171279639005661 (0.22323794595219873) | > loss_disc_real_2: 0.21060189604759216 (0.26047576218843455) | > loss_disc_real_3: 0.34404969215393066 (0.24645587327805432) | > loss_disc_real_4: 0.26841437816619873 (0.23157751357013528) | > loss_disc_real_5: 0.22726207971572876 (0.22814120623198422) | > loss_0: 2.4034430980682373 (2.310841029340571) | > loss_gen: 2.7158710956573486 (2.6316909356550737) | > loss_kl: 1.872192144393921 (2.0223851799964905) | > loss_feat: 7.355066776275635 (7.290506384589455) | > loss_mel: 20.459043502807617 (19.811978166753594) | > loss_duration: 2.1358160972595215 (2.264815352179788) | > loss_1: 34.537986755371094 (34.021375222639605)  --> STEP: 23 | > loss_disc: 2.473177194595337 (2.317899123482082) | > loss_disc_real_0: 0.14710733294487 (0.11391901888925096) | > loss_disc_real_1: 0.19771140813827515 (0.22212809648202814) | > loss_disc_real_2: 0.23911787569522858 (0.2595471584278604) | > loss_disc_real_3: 0.3019201159477234 (0.24886736208977905) | > loss_disc_real_4: 0.30388143658638 (0.23472116239692853) | > loss_disc_real_5: 0.26452597975730896 (0.22972315290699835) | > loss_0: 2.473177194595337 (2.317899123482082) | > loss_gen: 2.416426420211792 (2.62233160889667) | > loss_kl: 2.2083122730255127 (2.0304689666499263) | > loss_feat: 5.287758827209473 (7.203430403833804) | > loss_mel: 19.267406463623047 (19.7883011361827) | > loss_duration: 2.2473816871643066 (2.2640573667443324) | > loss_1: 31.427284240722656 (33.90858865820843)  --> STEP: 24 | > loss_disc: 2.5059471130371094 (2.3257344563802085) | > loss_disc_real_0: 0.16691997647285461 (0.11612739212190111) | > loss_disc_real_1: 0.26679539680480957 (0.22398923399547735) | > loss_disc_real_2: 0.23572608828544617 (0.2585546138385932) | > loss_disc_real_3: 0.22350622713565826 (0.24781064813335738) | > loss_disc_real_4: 0.30391359329223633 (0.2376041803508997) | > loss_disc_real_5: 0.2781636118888855 (0.23174150536457697) | > loss_0: 2.5059471130371094 (2.3257344563802085) | > loss_gen: 2.435831308364868 (2.6145607630411782) | > loss_kl: 2.075503349304199 (2.032345399260521) | > loss_feat: 7.3102803230285645 (7.207882483800252) | > loss_mel: 20.038015365600586 (19.79870589574178) | > loss_duration: 2.4568448066711426 (2.272090176741283) | > loss_1: 34.31647491455078 (33.925583918889366)  --> STEP: 25 | > loss_disc: 2.5637753009796143 (2.335256090164185) | > loss_disc_real_0: 0.095145583152771 (0.11528811976313591) | > loss_disc_real_1: 0.2681382894515991 (0.22575519621372223) | > loss_disc_real_2: 0.26468220353126526 (0.25879971742630004) | > loss_disc_real_3: 0.26635533571243286 (0.24855243563652038) | > loss_disc_real_4: 0.23059847950935364 (0.23732395231723785) | > loss_disc_real_5: 0.21991616487503052 (0.2312684917449951) | > loss_0: 2.5637753009796143 (2.335256090164185) | > loss_gen: 2.306427478790283 (2.6022354316711427) | > loss_kl: 2.0321121215820312 (2.0323360681533815) | > loss_feat: 7.374338626861572 (7.214540729522705) | > loss_mel: 20.3546142578125 (19.82094223022461) | > loss_duration: 2.3414764404296875 (2.274865627288819) | > loss_1: 34.40896987915039 (33.9449193572998)  --> STEP: 26 | > loss_disc: 2.1808431148529053 (2.3293171295752897) | > loss_disc_real_0: 0.0837269276380539 (0.11407422775832507) | > loss_disc_real_1: 0.18436473608016968 (0.22416325543935484) | > loss_disc_real_2: 0.093409463763237 (0.25243855382387453) | > loss_disc_real_3: 0.1788720339536667 (0.24587242018717986) | > loss_disc_real_4: 0.15056608617305756 (0.23398711131169245) | > loss_disc_real_5: 0.17302745580673218 (0.22902845190121576) | > loss_0: 2.1808431148529053 (2.3293171295752897) | > loss_gen: 2.056267023086548 (2.581236646725581) | > loss_kl: 1.934117317199707 (2.0285584238859324) | > loss_feat: 9.611804962158203 (7.306743200008686) | > loss_mel: 20.90143394470215 (19.86249960385836) | > loss_duration: 2.2464065551757812 (2.2737710475921635) | > loss_1: 36.750030517578125 (34.05280824807974) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024118973658635067 (-3.557938795823411e-05) | > avg_loss_disc: 2.3293171295752897 (+0.026278239030105066) | > avg_loss_disc_real_0: 0.11407422775832507 (+0.0051664636971858885) | > avg_loss_disc_real_1: 0.22416325543935484 (-0.0435901450423094) | > avg_loss_disc_real_2: 0.25243855382387453 (+0.06005839831553972) | > avg_loss_disc_real_3: 0.24587242018717986 (-0.019632606552197396) | > avg_loss_disc_real_4: 0.23398711131169245 (-0.030126514343115002) | > avg_loss_disc_real_5: 0.22902845190121576 (+0.0018414144332592197) | > avg_loss_0: 2.3293171295752897 (+0.026278239030105066) | > avg_loss_gen: 2.581236646725581 (-0.08636775842079736) | > avg_loss_kl: 2.0285584238859324 (-0.06703706429554845) | > avg_loss_feat: 7.306743200008686 (-0.19003266554612352) | > avg_loss_mel: 19.86249960385836 (-0.24893665313721058) | > avg_loss_duration: 2.2737710475921635 (-0.0015904261515689022) | > avg_loss_1: 34.05280824807974 (-0.5939645033616259)  > EPOCH: 126/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:27:54)   --> TIME: 2024-06-10 20:28:01 -- STEP: 19/330 -- GLOBAL_STEP: 129600 | > loss_disc: 2.2541258335113525 (2.2605996633830823) | > loss_disc_real_0: 0.11119355261325836 (0.11579900509432743) | > loss_disc_real_1: 0.18039722740650177 (0.19847425191025986) | > loss_disc_real_2: 0.18990226089954376 (0.22236613458708712) | > loss_disc_real_3: 0.23083780705928802 (0.22278009119786715) | > loss_disc_real_4: 0.19809581339359283 (0.21499843424872347) | > loss_disc_real_5: 0.19685286283493042 (0.21309736371040344) | > loss_0: 2.2541258335113525 (2.2605996633830823) | > grad_norm_0: tensor(15.5560, device='cuda:0') (tensor(7.8497, device='cuda:0')) | > loss_gen: 2.576352119445801 (2.582286935103567) | > loss_kl: 1.5989218950271606 (1.6220304275813855) | > loss_feat: 8.645566940307617 (7.207192019412392) | > loss_mel: 19.641016006469727 (20.197390004208213) | > loss_duration: 2.0945181846618652 (2.1971676851573743) | > loss_1: 34.556373596191406 (33.806067215768905) | > grad_norm_1: tensor(192.0123, device='cuda:0') (tensor(97.4066, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.343 (0.3382925610793264) | > loader_time: 0.003 (0.0030440656762374075)  --> TIME: 2024-06-10 20:28:10 -- STEP: 44/330 -- GLOBAL_STEP: 129625 | > loss_disc: 2.22792911529541 (2.262514878403057) | > loss_disc_real_0: 0.10552465915679932 (0.1161712125282396) | > loss_disc_real_1: 0.20730596780776978 (0.20129043812101538) | > loss_disc_real_2: 0.2332467883825302 (0.21723133088512855) | > loss_disc_real_3: 0.2297007292509079 (0.22138940813866528) | > loss_disc_real_4: 0.22150199115276337 (0.21613604338331657) | > loss_disc_real_5: 0.2045217603445053 (0.21446119621396065) | > loss_0: 2.22792911529541 (2.262514878403057) | > grad_norm_0: tensor(10.5141, device='cuda:0') (tensor(11.0596, device='cuda:0')) | > loss_gen: 2.633052349090576 (2.6011654030192983) | > loss_kl: 1.6693172454833984 (1.6308637721972032) | > loss_feat: 7.59285306930542 (7.31544588912617) | > loss_mel: 19.59023666381836 (20.019709023562346) | > loss_duration: 2.016845226287842 (2.124022575941953) | > loss_1: 33.50230407714844 (33.69120671532371) | > grad_norm_1: tensor(118.5022, device='cuda:0') (tensor(123.5432, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.339 (0.3385061946782199) | > loader_time: 0.0039 (0.00323608246716586)  --> TIME: 2024-06-10 20:28:19 -- STEP: 69/330 -- GLOBAL_STEP: 129650 | > loss_disc: 2.323281764984131 (2.2611712441928145) | > loss_disc_real_0: 0.14402753114700317 (0.11562260661436163) | > loss_disc_real_1: 0.2077498435974121 (0.20086618631646252) | > loss_disc_real_2: 0.2053971141576767 (0.2157994392125503) | > loss_disc_real_3: 0.22859260439872742 (0.2191204543130985) | > loss_disc_real_4: 0.22808516025543213 (0.21353692334631216) | > loss_disc_real_5: 0.23192502558231354 (0.21110798461713653) | > loss_0: 2.323281764984131 (2.2611712441928145) | > grad_norm_0: tensor(20.0243, device='cuda:0') (tensor(11.9885, device='cuda:0')) | > loss_gen: 2.760967254638672 (2.594499187193055) | > loss_kl: 1.6438130140304565 (1.6237729044928066) | > loss_feat: 7.673501491546631 (7.335768595985744) | > loss_mel: 19.65340805053711 (19.95696507329526) | > loss_duration: 2.0109291076660156 (2.100212770959606) | > loss_1: 33.742618560791016 (33.61121846627498) | > grad_norm_1: tensor(525.2867, device='cuda:0') (tensor(154.3875, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.3406 (0.3462865974592127) | > loader_time: 0.0036 (0.0033579840176347375)  --> TIME: 2024-06-10 20:28:28 -- STEP: 94/330 -- GLOBAL_STEP: 129675 | > loss_disc: 2.3171091079711914 (2.273860277013576) | > loss_disc_real_0: 0.14868929982185364 (0.11513942060001353) | > loss_disc_real_1: 0.2185639888048172 (0.20276742222461294) | > loss_disc_real_2: 0.2136559635400772 (0.2160247578582865) | > loss_disc_real_3: 0.2065037339925766 (0.220685416872197) | > loss_disc_real_4: 0.19122377038002014 (0.2146924098438405) | > loss_disc_real_5: 0.18494200706481934 (0.21072395510495978) | > loss_0: 2.3171091079711914 (2.273860277013576) | > grad_norm_0: tensor(6.8422, device='cuda:0') (tensor(12.5935, device='cuda:0')) | > loss_gen: 2.6385586261749268 (2.5878119062870106) | > loss_kl: 1.706740140914917 (1.6256708807133613) | > loss_feat: 7.348443984985352 (7.3210384186278) | > loss_mel: 20.00592803955078 (19.9058801975656) | > loss_duration: 2.0957376956939697 (2.08920593718265) | > loss_1: 33.79541015625 (33.52960736700828) | > grad_norm_1: tensor(158.1889, device='cuda:0') (tensor(174.9495, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.3623 (0.34905817914516374) | > loader_time: 0.0038 (0.0034714759664332615)  --> TIME: 2024-06-10 20:28:37 -- STEP: 119/330 -- GLOBAL_STEP: 129700 | > loss_disc: 2.253488540649414 (2.2716723009317867) | > loss_disc_real_0: 0.08708226680755615 (0.11384073313043899) | > loss_disc_real_1: 0.2134171724319458 (0.2016835891399063) | > loss_disc_real_2: 0.2203085869550705 (0.21746418518679483) | > loss_disc_real_3: 0.23267078399658203 (0.2227226266590487) | > loss_disc_real_4: 0.22621098160743713 (0.2149206994711852) | > loss_disc_real_5: 0.21160873770713806 (0.21015834207294368) | > loss_0: 2.253488540649414 (2.2716723009317867) | > grad_norm_0: tensor(5.5856, device='cuda:0') (tensor(12.7628, device='cuda:0')) | > loss_gen: 2.5301544666290283 (2.602090725377828) | > loss_kl: 1.715433120727539 (1.6290236741554838) | > loss_feat: 7.294308662414551 (7.391278643568023) | > loss_mel: 19.5844783782959 (19.928088837311048) | > loss_duration: 2.0619354248046875 (2.0847329071589877) | > loss_1: 33.186309814453125 (33.635214893757784) | > grad_norm_1: tensor(77.7495, device='cuda:0') (tensor(188.3509, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.3558 (0.3527833974661948) | > loader_time: 0.004 (0.003628774851310153)  --> TIME: 2024-06-10 20:28:47 -- STEP: 144/330 -- GLOBAL_STEP: 129725 | > loss_disc: 2.365567684173584 (2.269282142321269) | > loss_disc_real_0: 0.1290442943572998 (0.11377755687054661) | > loss_disc_real_1: 0.20917996764183044 (0.20098198939942652) | > loss_disc_real_2: 0.2215200513601303 (0.21702610991067356) | > loss_disc_real_3: 0.23048041760921478 (0.221865840566655) | > loss_disc_real_4: 0.22739282250404358 (0.21401806900070774) | > loss_disc_real_5: 0.1941823661327362 (0.20888316372616422) | > loss_0: 2.365567684173584 (2.269282142321269) | > grad_norm_0: tensor(10.7332, device='cuda:0') (tensor(12.8115, device='cuda:0')) | > loss_gen: 2.525681495666504 (2.596934368213018) | > loss_kl: 1.6567960977554321 (1.6443062780631914) | > loss_feat: 7.234152793884277 (7.377363102303611) | > loss_mel: 20.033720016479492 (19.906868669721817) | > loss_duration: 2.0569908618927 (2.085919509331385) | > loss_1: 33.50734329223633 (33.611391968197275) | > grad_norm_1: tensor(251.6606, device='cuda:0') (tensor(189.5147, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.363 (0.35517770548661554) | > loader_time: 0.004 (0.003745661841498481)  --> TIME: 2024-06-10 20:28:56 -- STEP: 169/330 -- GLOBAL_STEP: 129750 | > loss_disc: 2.2303011417388916 (2.2750667580486055) | > loss_disc_real_0: 0.05832526832818985 (0.11405205475331763) | > loss_disc_real_1: 0.19438019394874573 (0.20103223031089146) | > loss_disc_real_2: 0.20193104445934296 (0.2169103105745372) | > loss_disc_real_3: 0.20177556574344635 (0.22269011390279736) | > loss_disc_real_4: 0.19283472001552582 (0.2146635115499327) | > loss_disc_real_5: 0.1730046421289444 (0.2096470697568013) | > loss_0: 2.2303011417388916 (2.2750667580486055) | > grad_norm_0: tensor(16.2025, device='cuda:0') (tensor(13.8009, device='cuda:0')) | > loss_gen: 2.6965653896331787 (2.5936717098281243) | > loss_kl: 1.6755397319793701 (1.6516624759640222) | > loss_feat: 7.434554100036621 (7.362330273058287) | > loss_mel: 19.69074249267578 (19.893909138335278) | > loss_duration: 2.11626935005188 (2.0887715054686957) | > loss_1: 33.613670349121094 (33.59034512311041) | > grad_norm_1: tensor(232.4250, device='cuda:0') (tensor(199.7420, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.3756 (0.35741367001505286) | > loader_time: 0.0044 (0.0038528541136070116)  --> TIME: 2024-06-10 20:29:06 -- STEP: 194/330 -- GLOBAL_STEP: 129775 | > loss_disc: 2.2807490825653076 (2.2789047575488546) | > loss_disc_real_0: 0.07649185508489609 (0.1152119943392031) | > loss_disc_real_1: 0.22301416099071503 (0.20140048239341712) | > loss_disc_real_2: 0.20430603623390198 (0.21756533817532137) | > loss_disc_real_3: 0.23921139538288116 (0.22243351543072573) | > loss_disc_real_4: 0.21153809130191803 (0.21477560821882227) | > loss_disc_real_5: 0.2422715574502945 (0.2099271236928468) | > loss_0: 2.2807490825653076 (2.2789047575488546) | > grad_norm_0: tensor(22.4490, device='cuda:0') (tensor(15.4299, device='cuda:0')) | > loss_gen: 2.593430519104004 (2.5946830806043963) | > loss_kl: 1.7377148866653442 (1.6568504873010308) | > loss_feat: 7.1483540534973145 (7.382892053151868) | > loss_mel: 20.593748092651367 (19.88923178014067) | > loss_duration: 2.093872547149658 (2.094134007532572) | > loss_1: 34.167118072509766 (33.61779146096139) | > grad_norm_1: tensor(329.9828, device='cuda:0') (tensor(216.1731, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.3946 (0.3606814096883399) | > loader_time: 0.0047 (0.003958357978112919)  --> TIME: 2024-06-10 20:29:16 -- STEP: 219/330 -- GLOBAL_STEP: 129800 | > loss_disc: 2.4024202823638916 (2.2776412049384986) | > loss_disc_real_0: 0.17435452342033386 (0.11549016083144162) | > loss_disc_real_1: 0.2001934051513672 (0.20162970569307942) | > loss_disc_real_2: 0.21479487419128418 (0.21686908759210752) | > loss_disc_real_3: 0.2175770103931427 (0.2217309862103092) | > loss_disc_real_4: 0.27213382720947266 (0.21454323372340092) | > loss_disc_real_5: 0.2158011794090271 (0.2097419478577566) | > loss_0: 2.4024202823638916 (2.2776412049384986) | > grad_norm_0: tensor(46.2094, device='cuda:0') (tensor(17.3259, device='cuda:0')) | > loss_gen: 2.504585027694702 (2.6031099378246156) | > loss_kl: 1.7624543905258179 (1.662321357422224) | > loss_feat: 7.923447132110596 (7.406623300352053) | > loss_mel: 19.565065383911133 (19.84097916241649) | > loss_duration: 2.1488115787506104 (2.0993684971169233) | > loss_1: 33.90436553955078 (33.61240229323572) | > grad_norm_1: tensor(173.0115, device='cuda:0') (tensor(224.8197, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.3896 (0.36439373177480466) | > loader_time: 0.0057 (0.004100319457380738)  --> TIME: 2024-06-10 20:29:27 -- STEP: 244/330 -- GLOBAL_STEP: 129825 | > loss_disc: 2.3416311740875244 (2.2769598130319957) | > loss_disc_real_0: 0.1313515305519104 (0.11476013992653518) | > loss_disc_real_1: 0.21676674485206604 (0.20096124256732031) | > loss_disc_real_2: 0.2024848461151123 (0.2166824364027039) | > loss_disc_real_3: 0.2411099523305893 (0.2220410098795031) | > loss_disc_real_4: 0.20724467933177948 (0.2148124262324122) | > loss_disc_real_5: 0.21724942326545715 (0.21028590727536406) | > loss_0: 2.3416311740875244 (2.2769598130319957) | > grad_norm_0: tensor(41.9971, device='cuda:0') (tensor(18.7904, device='cuda:0')) | > loss_gen: 2.5257515907287598 (2.6118863860114683) | > loss_kl: 1.6210455894470215 (1.6632661037757752) | > loss_feat: 6.40592098236084 (7.426288368272) | > loss_mel: 18.262617111206055 (19.816572853776268) | > loss_duration: 2.1069254875183105 (2.107006884989189) | > loss_1: 30.922260284423828 (33.625020550899805) | > grad_norm_1: tensor(444.2541, device='cuda:0') (tensor(232.1399, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.4389 (0.36972881242877137) | > loader_time: 0.0057 (0.004248827207283894)  --> TIME: 2024-06-10 20:29:38 -- STEP: 269/330 -- GLOBAL_STEP: 129850 | > loss_disc: 2.495558738708496 (2.2733516294273763) | > loss_disc_real_0: 0.25770315527915955 (0.11404412627552524) | > loss_disc_real_1: 0.17979510128498077 (0.20054361152161448) | > loss_disc_real_2: 0.20365652441978455 (0.21619834172016625) | > loss_disc_real_3: 0.20680654048919678 (0.2216565232848589) | > loss_disc_real_4: 0.23785202205181122 (0.2149051838869499) | > loss_disc_real_5: 0.22857354581356049 (0.21041484509480488) | > loss_0: 2.495558738708496 (2.2733516294273763) | > grad_norm_0: tensor(52.3979, device='cuda:0') (tensor(19.5767, device='cuda:0')) | > loss_gen: 2.6002795696258545 (2.620817471614115) | > loss_kl: 1.6832586526870728 (1.6648985329170658) | > loss_feat: 7.074453353881836 (7.467732592586248) | > loss_mel: 19.34872817993164 (19.79051909039011) | > loss_duration: 2.1988444328308105 (2.113407409767234) | > loss_1: 32.90556335449219 (33.657375030801184) | > grad_norm_1: tensor(234.1565, device='cuda:0') (tensor(237.7455, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.4464 (0.3756654537300194) | > loader_time: 0.0066 (0.004397616510497592)  --> TIME: 2024-06-10 20:29:49 -- STEP: 294/330 -- GLOBAL_STEP: 129875 | > loss_disc: 2.152890682220459 (2.2755538168407643) | > loss_disc_real_0: 0.09620144963264465 (0.1144770030439103) | > loss_disc_real_1: 0.2169184684753418 (0.2007545206417031) | > loss_disc_real_2: 0.20340673625469208 (0.21609617653144458) | > loss_disc_real_3: 0.18545468151569366 (0.22222112073582045) | > loss_disc_real_4: 0.187128946185112 (0.21483372415409605) | > loss_disc_real_5: 0.18311791121959686 (0.2105681615419128) | > loss_0: 2.152890682220459 (2.2755538168407643) | > grad_norm_0: tensor(11.0748, device='cuda:0') (tensor(20.6280, device='cuda:0')) | > loss_gen: 2.6898415088653564 (2.618327904720695) | > loss_kl: 1.7236006259918213 (1.6623353297207637) | > loss_feat: 8.568766593933105 (7.482727251896242) | > loss_mel: 19.416610717773438 (19.747029933799684) | > loss_duration: 2.240194320678711 (2.1212693801542506) | > loss_1: 34.639015197753906 (33.63168975933879) | > grad_norm_1: tensor(281.1916, device='cuda:0') (tensor(248.6779, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.4544 (0.3819194310376431) | > loader_time: 0.0069 (0.004594921254787315)  --> TIME: 2024-06-10 20:30:02 -- STEP: 319/330 -- GLOBAL_STEP: 129900 | > loss_disc: 2.4722533226013184 (2.2782641376447543) | > loss_disc_real_0: 0.15175282955169678 (0.11541639066368437) | > loss_disc_real_1: 0.20769579708576202 (0.20133088949518888) | > loss_disc_real_2: 0.21062855422496796 (0.21612419697184543) | > loss_disc_real_3: 0.31229567527770996 (0.22249292874224133) | > loss_disc_real_4: 0.2771463394165039 (0.21538541463662092) | > loss_disc_real_5: 0.2656334638595581 (0.21062511355151947) | > loss_0: 2.4722533226013184 (2.2782641376447543) | > grad_norm_0: tensor(22.2306, device='cuda:0') (tensor(20.4756, device='cuda:0')) | > loss_gen: 2.484783172607422 (2.614041968946545) | > loss_kl: 1.6992188692092896 (1.6637744507445817) | > loss_feat: 8.488365173339844 (7.497447548988845) | > loss_mel: 19.056562423706055 (19.701718417080954) | > loss_duration: 2.2852864265441895 (2.1335293775815556) | > loss_1: 34.014217376708984 (33.61051171999367) | > grad_norm_1: tensor(161.2904, device='cuda:0') (tensor(252.7530, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.5433 (0.3922211189628765) | > loader_time: 0.0092 (0.0048497425725093826)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4450929164886475 (2.4450929164886475) | > loss_disc_real_0: 0.21721529960632324 (0.21721529960632324) | > loss_disc_real_1: 0.2635824680328369 (0.2635824680328369) | > loss_disc_real_2: 0.3275003135204315 (0.3275003135204315) | > loss_disc_real_3: 0.23325417935848236 (0.23325417935848236) | > loss_disc_real_4: 0.205324187874794 (0.205324187874794) | > loss_disc_real_5: 0.1818038672208786 (0.1818038672208786) | > loss_0: 2.4450929164886475 (2.4450929164886475) | > loss_gen: 2.748429298400879 (2.748429298400879) | > loss_kl: 1.7616153955459595 (1.7616153955459595) | > loss_feat: 6.583881378173828 (6.583881378173828) | > loss_mel: 18.22690773010254 (18.22690773010254) | > loss_duration: 2.8523502349853516 (2.8523502349853516) | > loss_1: 32.173187255859375 (32.173187255859375)  --> STEP: 1 | > loss_disc: 1.9988123178482056 (1.9988123178482056) | > loss_disc_real_0: 0.09666042029857635 (0.09666042029857635) | > loss_disc_real_1: 0.12116184085607529 (0.12116184085607529) | > loss_disc_real_2: 0.19856898486614227 (0.19856898486614227) | > loss_disc_real_3: 0.2511528730392456 (0.2511528730392456) | > loss_disc_real_4: 0.22697444260120392 (0.22697444260120392) | > loss_disc_real_5: 0.16701756417751312 (0.16701756417751312) | > loss_0: 1.9988123178482056 (1.9988123178482056) | > loss_gen: 2.973125457763672 (2.973125457763672) | > loss_kl: 1.815747618675232 (1.815747618675232) | > loss_feat: 8.811566352844238 (8.811566352844238) | > loss_mel: 21.451194763183594 (21.451194763183594) | > loss_duration: 2.359586715698242 (2.359586715698242) | > loss_1: 37.411216735839844 (37.411216735839844)  --> STEP: 2 | > loss_disc: 2.4419679641723633 (2.2203901410102844) | > loss_disc_real_0: 0.15959611535072327 (0.1281282678246498) | > loss_disc_real_1: 0.20850159227848053 (0.1648317165672779) | > loss_disc_real_2: 0.24690468609333038 (0.22273683547973633) | > loss_disc_real_3: 0.3378926217556 (0.2945227473974228) | > loss_disc_real_4: 0.3188503682613373 (0.2729124054312706) | > loss_disc_real_5: 0.30390360951423645 (0.2354605868458748) | > loss_0: 2.4419679641723633 (2.2203901410102844) | > loss_gen: 2.674046039581299 (2.8235857486724854) | > loss_kl: 2.464160442352295 (2.1399540305137634) | > loss_feat: 6.519033908843994 (7.665300130844116) | > loss_mel: 19.527008056640625 (20.48910140991211) | > loss_duration: 2.4106669425964355 (2.385126829147339) | > loss_1: 33.594913482666016 (35.50306510925293)  --> STEP: 3 | > loss_disc: 2.6474945545196533 (2.3627582788467407) | > loss_disc_real_0: 0.21736177802085876 (0.15787277122338614) | > loss_disc_real_1: 0.2716960608959198 (0.2004531646768252) | > loss_disc_real_2: 0.32289865612983704 (0.2561241090297699) | > loss_disc_real_3: 0.35430029034614563 (0.31444859504699707) | > loss_disc_real_4: 0.3371537923812866 (0.29432620108127594) | > loss_disc_real_5: 0.28770020604133606 (0.2528737932443619) | > loss_0: 2.6474945545196533 (2.3627582788467407) | > loss_gen: 2.798430919647217 (2.8152008056640625) | > loss_kl: 2.5926196575164795 (2.290842572848002) | > loss_feat: 4.53198766708374 (6.620862642923991) | > loss_mel: 15.22794246673584 (18.735381762186687) | > loss_duration: 2.2436647415161133 (2.33797279993693) | > loss_1: 27.39464569091797 (32.80025863647461)  --> STEP: 4 | > loss_disc: 2.3001794815063477 (2.3471135795116425) | > loss_disc_real_0: 0.16072231531143188 (0.15858515724539757) | > loss_disc_real_1: 0.3556077778339386 (0.23924181796610355) | > loss_disc_real_2: 0.2911471724510193 (0.26487987488508224) | > loss_disc_real_3: 0.29247620701789856 (0.30895549803972244) | > loss_disc_real_4: 0.20365190505981445 (0.27165762707591057) | > loss_disc_real_5: 0.15603457391262054 (0.22866398841142654) | > loss_0: 2.3001794815063477 (2.3471135795116425) | > loss_gen: 3.07228684425354 (2.879472315311432) | > loss_kl: 2.0512938499450684 (2.2309553921222687) | > loss_feat: 7.444456100463867 (6.82676100730896) | > loss_mel: 19.09891128540039 (18.826264142990112) | > loss_duration: 2.2533187866210938 (2.316809296607971) | > loss_1: 33.920265197753906 (33.080260276794434)  --> STEP: 5 | > loss_disc: 2.0258607864379883 (2.2828630208969116) | > loss_disc_real_0: 0.055027130991220474 (0.13787355199456214) | > loss_disc_real_1: 0.22269684076309204 (0.23593282252550124) | > loss_disc_real_2: 0.22888195514678955 (0.25768029093742373) | > loss_disc_real_3: 0.2580477297306061 (0.29877394437789917) | > loss_disc_real_4: 0.19961072504520416 (0.2572482466697693) | > loss_disc_real_5: 0.21404705941677094 (0.22574060261249543) | > loss_0: 2.0258607864379883 (2.2828630208969116) | > loss_gen: 2.8922345638275146 (2.8820247650146484) | > loss_kl: 1.6313984394073486 (2.111044001579285) | > loss_feat: 7.242845058441162 (6.909977817535401) | > loss_mel: 19.9609317779541 (19.05319766998291) | > loss_duration: 2.40008282661438 (2.333464002609253) | > loss_1: 34.12749099731445 (33.28970642089844)  --> STEP: 6 | > loss_disc: 1.9753577709197998 (2.2316121459007263) | > loss_disc_real_0: 0.1028861552476883 (0.1320423192034165) | > loss_disc_real_1: 0.21440835297107697 (0.2323454109330972) | > loss_disc_real_2: 0.25425583124160767 (0.2571095476547877) | > loss_disc_real_3: 0.24555182456970215 (0.289903591076533) | > loss_disc_real_4: 0.19433946907520294 (0.24676345040400824) | > loss_disc_real_5: 0.20228220522403717 (0.22183086971441904) | > loss_0: 1.9753577709197998 (2.2316121459007263) | > loss_gen: 3.0237436294555664 (2.9056445757548013) | > loss_kl: 1.965570330619812 (2.086798389752706) | > loss_feat: 7.823183536529541 (7.062178770701091) | > loss_mel: 21.59526252746582 (19.47687514623006) | > loss_duration: 2.1576194763183594 (2.3041565815607705) | > loss_1: 36.56538009643555 (33.83565203348795)  --> STEP: 7 | > loss_disc: 2.054746627807617 (2.2063456433159963) | > loss_disc_real_0: 0.16396695375442505 (0.13660298128213202) | > loss_disc_real_1: 0.19691407680511475 (0.22728379177195684) | > loss_disc_real_2: 0.24844597280025482 (0.25587189410414013) | > loss_disc_real_3: 0.2190413922071457 (0.27978041980947765) | > loss_disc_real_4: 0.19169366359710693 (0.23889633800302232) | > loss_disc_real_5: 0.15393267571926117 (0.21213112771511078) | > loss_0: 2.054746627807617 (2.2063456433159963) | > loss_gen: 3.049527645111084 (2.926199299948556) | > loss_kl: 3.0465681552886963 (2.2239083562578474) | > loss_feat: 7.983037948608398 (7.193730081830706) | > loss_mel: 19.748554229736328 (19.515686443873815) | > loss_duration: 2.3938207626342773 (2.3169657502855574) | > loss_1: 36.22150802612305 (34.1764886038644)  --> STEP: 8 | > loss_disc: 2.067326784133911 (2.188968285918236) | > loss_disc_real_0: 0.12176253646612167 (0.13474792568013072) | > loss_disc_real_1: 0.14496362209320068 (0.21699377056211233) | > loss_disc_real_2: 0.20210708677768707 (0.2491512931883335) | > loss_disc_real_3: 0.1912214457988739 (0.2687105480581522) | > loss_disc_real_4: 0.19176781177520752 (0.23300527222454548) | > loss_disc_real_5: 0.12956401705741882 (0.20181023888289928) | > loss_0: 2.067326784133911 (2.188968285918236) | > loss_gen: 2.5967960357666016 (2.8850238919258118) | > loss_kl: 2.1444709300994873 (2.2139786779880524) | > loss_feat: 8.350728034973145 (7.338354825973511) | > loss_mel: 19.96759033203125 (19.572174429893494) | > loss_duration: 2.1805269718170166 (2.2999109029769897) | > loss_1: 35.2401123046875 (34.309441566467285)  --> STEP: 9 | > loss_disc: 2.2699780464172363 (2.1979693704181247) | > loss_disc_real_0: 0.20284654200077057 (0.14231443860464627) | > loss_disc_real_1: 0.2232796549797058 (0.21769220216406715) | > loss_disc_real_2: 0.25721582770347595 (0.25004735257890487) | > loss_disc_real_3: 0.250093549489975 (0.2666419926616881) | > loss_disc_real_4: 0.16632042825222015 (0.22559584511650932) | > loss_disc_real_5: 0.1387646198272705 (0.19480517009894052) | > loss_0: 2.2699780464172363 (2.1979693704181247) | > loss_gen: 2.922534227371216 (2.8891917069753013) | > loss_kl: 1.79548180103302 (2.1674790249930487) | > loss_feat: 9.698083877563477 (7.60054694281684) | > loss_mel: 21.054718017578125 (19.736901495191788) | > loss_duration: 2.1152725219726562 (2.2793955273098416) | > loss_1: 37.586090087890625 (34.67351362440321)  --> STEP: 10 | > loss_disc: 2.4527082443237305 (2.223443257808685) | > loss_disc_real_0: 0.21754668653011322 (0.14983766339719296) | > loss_disc_real_1: 0.20449501276016235 (0.2163724832236767) | > loss_disc_real_2: 0.30331817269325256 (0.25537443459033965) | > loss_disc_real_3: 0.2678057551383972 (0.266758368909359) | > loss_disc_real_4: 0.22325707972049713 (0.2253619685769081) | > loss_disc_real_5: 0.2214234322309494 (0.19746699631214143) | > loss_0: 2.4527082443237305 (2.223443257808685) | > loss_gen: 2.664140224456787 (2.86668655872345) | > loss_kl: 1.532071590423584 (2.1039382815361023) | > loss_feat: 5.470168113708496 (7.387509059906006) | > loss_mel: 16.9390869140625 (19.45712003707886) | > loss_duration: 2.261035919189453 (2.2775595664978026) | > loss_1: 28.86650276184082 (34.09281253814697)  --> STEP: 11 | > loss_disc: 2.3316571712493896 (2.233280886303295) | > loss_disc_real_0: 0.11175359785556793 (0.1463754756206816) | > loss_disc_real_1: 0.20553570985794067 (0.21538732200860977) | > loss_disc_real_2: 0.33487698435783386 (0.2626019391146573) | > loss_disc_real_3: 0.25129184126853943 (0.2653523209420117) | > loss_disc_real_4: 0.1838022917509079 (0.22158381613818082) | > loss_disc_real_5: 0.19620686769485474 (0.19735243916511536) | > loss_0: 2.3316571712493896 (2.233280886303295) | > loss_gen: 2.6516575813293457 (2.8471384698694404) | > loss_kl: 1.9326812028884888 (2.088369456204501) | > loss_feat: 7.780350208282471 (7.423221891576594) | > loss_mel: 20.217548370361328 (19.526249885559082) | > loss_duration: 2.417919635772705 (2.290319572795521) | > loss_1: 35.00015640258789 (34.175298344005235)  --> STEP: 12 | > loss_disc: 2.647570848464966 (2.2678050498167672) | > loss_disc_real_0: 0.07368826121091843 (0.14031820775320133) | > loss_disc_real_1: 0.29056012630462646 (0.22165172236661115) | > loss_disc_real_2: 0.27849939465522766 (0.2639267270763715) | > loss_disc_real_3: 0.2852354347705841 (0.2670092470943927) | > loss_disc_real_4: 0.29552680253982544 (0.2277457316716512) | > loss_disc_real_5: 0.2852489650249481 (0.20467714965343475) | > loss_0: 2.647570848464966 (2.2678050498167672) | > loss_gen: 2.359492063522339 (2.806501269340515) | > loss_kl: 1.737305998802185 (2.0591141680876413) | > loss_feat: 5.2791056632995605 (7.244545539220174) | > loss_mel: 20.6445369720459 (19.61944047609965) | > loss_duration: 2.203918933868408 (2.283119519551595) | > loss_1: 32.224361419677734 (34.012720266977944)  --> STEP: 13 | > loss_disc: 1.972612977027893 (2.245097967294546) | > loss_disc_real_0: 0.1190633773803711 (0.13868322080144516) | > loss_disc_real_1: 0.2856510877609253 (0.2265747504738661) | > loss_disc_real_2: 0.2290373146533966 (0.26124292612075806) | > loss_disc_real_3: 0.22058320045471191 (0.2634380127374942) | > loss_disc_real_4: 0.16689439117908478 (0.22306485932606918) | > loss_disc_real_5: 0.1631687432527542 (0.20148419531492087) | > loss_0: 1.972612977027893 (2.245097967294546) | > loss_gen: 3.506579875946045 (2.860353469848633) | > loss_kl: 1.9491095542907715 (2.0506522747186513) | > loss_feat: 9.12912368774414 (7.389513089106633) | > loss_mel: 19.816843032836914 (19.634625288156364) | > loss_duration: 2.141969680786133 (2.2722618396465597) | > loss_1: 36.54362487792969 (34.207405237051155)  --> STEP: 14 | > loss_disc: 1.9113603830337524 (2.2212595684187755) | > loss_disc_real_0: 0.071852907538414 (0.13390962699694292) | > loss_disc_real_1: 0.1988373100757599 (0.22459350473114423) | > loss_disc_real_2: 0.27995622158050537 (0.2625795900821686) | > loss_disc_real_3: 0.19108106195926666 (0.25826965911047794) | > loss_disc_real_4: 0.1798037886619568 (0.21997478285006114) | > loss_disc_real_5: 0.14951585233211517 (0.19777217081614903) | > loss_0: 1.9113603830337524 (2.2212595684187755) | > loss_gen: 2.8990414142608643 (2.8631168944495067) | > loss_kl: 2.648151397705078 (2.0933307835033963) | > loss_feat: 9.31920051574707 (7.527347905295236) | > loss_mel: 20.367910385131836 (19.68700279508318) | > loss_duration: 2.3912405967712402 (2.2807603222983226) | > loss_1: 37.62554168701172 (34.45155784061977)  --> STEP: 15 | > loss_disc: 2.2059431076049805 (2.220238471031189) | > loss_disc_real_0: 0.18145686388015747 (0.13707944278915724) | > loss_disc_real_1: 0.26794126629829407 (0.22748335550228754) | > loss_disc_real_2: 0.30936768651008606 (0.2656987965106964) | > loss_disc_real_3: 0.223696768283844 (0.2559647997220357) | > loss_disc_real_4: 0.223637193441391 (0.2202189435561498) | > loss_disc_real_5: 0.24363450706005096 (0.20082965989907584) | > loss_0: 2.2059431076049805 (2.220238471031189) | > loss_gen: 3.186084270477295 (2.884648052851359) | > loss_kl: 2.362116813659668 (2.111249852180481) | > loss_feat: 7.863270282745361 (7.549742730458577) | > loss_mel: 19.12548065185547 (19.649567985534667) | > loss_duration: 2.243732452392578 (2.2782917976379395) | > loss_1: 34.78068542480469 (34.47349967956543)  --> STEP: 16 | > loss_disc: 2.4424049854278564 (2.2341238781809807) | > loss_disc_real_0: 0.16075687110424042 (0.13855928205884993) | > loss_disc_real_1: 0.23739835619926453 (0.2281030430458486) | > loss_disc_real_2: 0.32523834705352783 (0.2694200184196234) | > loss_disc_real_3: 0.3199656307697296 (0.25996485166251654) | > loss_disc_real_4: 0.21426944434642792 (0.21984709985554218) | > loss_disc_real_5: 0.1729040890932083 (0.1990843117237091) | > loss_0: 2.4424049854278564 (2.2341238781809807) | > loss_gen: 2.8054592609405518 (2.8796987533569336) | > loss_kl: 2.107839822769165 (2.1110367253422737) | > loss_feat: 5.345655918121338 (7.4119873046875) | > loss_mel: 15.868977546691895 (19.413281083106995) | > loss_duration: 2.3497045040130615 (2.2827550917863846) | > loss_1: 28.477638244628906 (34.0987583398819)  --> STEP: 17 | > loss_disc: 2.311513900756836 (2.238676232450149) | > loss_disc_real_0: 0.12194069474935532 (0.1375817180994679) | > loss_disc_real_1: 0.28340214490890503 (0.2313559313907343) | > loss_disc_real_2: 0.2552834153175354 (0.26858845353126526) | > loss_disc_real_3: 0.25536713004112244 (0.25969439744949335) | > loss_disc_real_4: 0.24851630628108978 (0.22153352376292734) | > loss_disc_real_5: 0.2586674988269806 (0.20258920508272507) | > loss_0: 2.311513900756836 (2.238676232450149) | > loss_gen: 3.008453607559204 (2.8872725683100082) | > loss_kl: 1.3726731538772583 (2.0676035740796257) | > loss_feat: 6.833508491516113 (7.37795913920683) | > loss_mel: 19.33157730102539 (19.408474978278665) | > loss_duration: 2.3190276622772217 (2.2848887724034928) | > loss_1: 32.865238189697266 (34.02619833104751)  --> STEP: 18 | > loss_disc: 2.4025986194610596 (2.2477830317285328) | > loss_disc_real_0: 0.07003824412822723 (0.13382930287884343) | > loss_disc_real_1: 0.14602583646774292 (0.2266153705616792) | > loss_disc_real_2: 0.209415465593338 (0.26530106531249154) | > loss_disc_real_3: 0.26777583360671997 (0.26014336612489486) | > loss_disc_real_4: 0.3058285117149353 (0.22621657864915) | > loss_disc_real_5: 0.28792670369148254 (0.20733017722765604) | > loss_0: 2.4025986194610596 (2.2477830317285328) | > loss_gen: 2.4371814727783203 (2.862267507447137) | > loss_kl: 2.265944242477417 (2.078622500101725) | > loss_feat: 8.43743896484375 (7.436819129519993) | > loss_mel: 22.917600631713867 (19.60342640346951) | > loss_duration: 2.218317985534668 (2.2811903953552246) | > loss_1: 38.276485443115234 (34.26232539282905)  --> STEP: 19 | > loss_disc: 2.2276206016540527 (2.2467218511982967) | > loss_disc_real_0: 0.09355229884386063 (0.13170946056121274) | > loss_disc_real_1: 0.1690029352903366 (0.2235831371263454) | > loss_disc_real_2: 0.3264305889606476 (0.26851840866239446) | > loss_disc_real_3: 0.23703868687152863 (0.2589273303747177) | > loss_disc_real_4: 0.28354841470718384 (0.229234043704836) | > loss_disc_real_5: 0.2119109332561493 (0.20757126965020833) | > loss_0: 2.2276206016540527 (2.2467218511982967) | > loss_gen: 2.817172050476074 (2.859894062343397) | > loss_kl: 1.6565980911254883 (2.056410689102976) | > loss_feat: 8.75168228149414 (7.5060224533081055) | > loss_mel: 20.405916213989258 (19.645662709286338) | > loss_duration: 2.3431055545806885 (2.2844490879460384) | > loss_1: 35.9744758605957 (34.35243857534308)  --> STEP: 20 | > loss_disc: 2.209878921508789 (2.2448797047138216) | > loss_disc_real_0: 0.09487724304199219 (0.12986784968525172) | > loss_disc_real_1: 0.17603085935115814 (0.22120552323758602) | > loss_disc_real_2: 0.31978777050971985 (0.27108187675476075) | > loss_disc_real_3: 0.24615450203418732 (0.2582886889576912) | > loss_disc_real_4: 0.22868187725543976 (0.22920643538236618) | > loss_disc_real_5: 0.2821052074432373 (0.21129796653985977) | > loss_0: 2.209878921508789 (2.2448797047138216) | > loss_gen: 2.708164691925049 (2.8523075938224793) | > loss_kl: 2.0060150623321533 (2.0538909077644347) | > loss_feat: 5.7910261154174805 (7.420272636413574) | > loss_mel: 21.890369415283203 (19.75789804458618) | > loss_duration: 2.332061767578125 (2.286829721927643) | > loss_1: 34.727638244628906 (34.37119855880737)  --> STEP: 21 | > loss_disc: 2.233797550201416 (2.2443519830703735) | > loss_disc_real_0: 0.1145171970129013 (0.1291368662246636) | > loss_disc_real_1: 0.25139322876930237 (0.22264303302481062) | > loss_disc_real_2: 0.36237433552742004 (0.27542913669631597) | > loss_disc_real_3: 0.24039816856384277 (0.257436759415127) | > loss_disc_real_4: 0.24319273233413696 (0.22987244952292668) | > loss_disc_real_5: 0.21125736832618713 (0.21129603329158964) | > loss_0: 2.233797550201416 (2.2443519830703735) | > loss_gen: 2.890166997909546 (2.85411042258853) | > loss_kl: 2.0060830116271973 (2.0516143412817094) | > loss_feat: 6.866650581359863 (7.393909681411016) | > loss_mel: 17.536357879638672 (19.652110417683918) | > loss_duration: 2.095606803894043 (2.2777238686879477) | > loss_1: 31.394866943359375 (34.22946848188128)  --> STEP: 22 | > loss_disc: 2.183631181716919 (2.2415919466452165) | > loss_disc_real_0: 0.10554951429367065 (0.12806471386416393) | > loss_disc_real_1: 0.20235200226306915 (0.22172071344473146) | > loss_disc_real_2: 0.2525375783443451 (0.2743886113166809) | > loss_disc_real_3: 0.21541742980480194 (0.2555267898873849) | > loss_disc_real_4: 0.17386260628700256 (0.2273265475576574) | > loss_disc_real_5: 0.13288936018943787 (0.2077320936051282) | > loss_0: 2.183631181716919 (2.2415919466452165) | > loss_gen: 2.4011240005493164 (2.8335201306776567) | > loss_kl: 1.9057321548461914 (2.0449833328073677) | > loss_feat: 8.813455581665039 (7.458434495058927) | > loss_mel: 24.048248291015625 (19.851934866471723) | > loss_duration: 2.181760787963867 (2.273361910473217) | > loss_1: 39.350318908691406 (34.462234410372645)  --> STEP: 23 | > loss_disc: 2.5259575843811035 (2.2539556700250376) | > loss_disc_real_0: 0.1118486225605011 (0.1273596664161786) | > loss_disc_real_1: 0.3070690333843231 (0.22543150996384415) | > loss_disc_real_2: 0.24554859101772308 (0.2731346973906393) | > loss_disc_real_3: 0.2507767975330353 (0.2553202684806741) | > loss_disc_real_4: 0.32213398814201355 (0.23144861019175986) | > loss_disc_real_5: 0.16949506103992462 (0.20606961392838022) | > loss_0: 2.5259575843811035 (2.2539556700250376) | > loss_gen: 2.850687026977539 (2.8342665174733037) | > loss_kl: 2.0728845596313477 (2.0461964296258013) | > loss_feat: 7.751693248748779 (7.471184875654138) | > loss_mel: 18.603225708007812 (19.797643163929816) | > loss_duration: 2.277595043182373 (2.273545959721441) | > loss_1: 33.55608367919922 (34.42283655249554)  --> STEP: 24 | > loss_disc: 2.4264748096466064 (2.2611439675092697) | > loss_disc_real_0: 0.10299052298069 (0.12634428543969992) | > loss_disc_real_1: 0.1780141294002533 (0.22345578577369452) | > loss_disc_real_2: 0.3061077296733856 (0.2745085737357537) | > loss_disc_real_3: 0.31695106625556946 (0.2578882183879614) | > loss_disc_real_4: 0.3158976435661316 (0.234967319915692) | > loss_disc_real_5: 0.2798190414905548 (0.20914250674347082) | > loss_0: 2.4264748096466064 (2.2611439675092697) | > loss_gen: 2.7836265563964844 (2.832156519095103) | > loss_kl: 2.1682262420654297 (2.0512810051441193) | > loss_feat: 9.511170387268066 (7.556184271971385) | > loss_mel: 20.227413177490234 (19.815550247828167) | > loss_duration: 2.4316632747650146 (2.2801341811815896) | > loss_1: 37.122100830078125 (34.535305897394814)  --> STEP: 25 | > loss_disc: 2.5300612449645996 (2.271900658607483) | > loss_disc_real_0: 0.24457824230194092 (0.13107364371418956) | > loss_disc_real_1: 0.24168254435062408 (0.2241848561167717) | > loss_disc_real_2: 0.34144410490989685 (0.2771859949827194) | > loss_disc_real_3: 0.2892817556858063 (0.2591439598798752) | > loss_disc_real_4: 0.27433013916015625 (0.23654183268547058) | > loss_disc_real_5: 0.19538310170173645 (0.20859213054180145) | > loss_0: 2.5300612449645996 (2.271900658607483) | > loss_gen: 3.229421377182007 (2.848047113418579) | > loss_kl: 1.935348629951477 (2.0466437101364137) | > loss_feat: 8.895217895507812 (7.609745616912842) | > loss_mel: 19.05596923828125 (19.78516700744629) | > loss_duration: 2.307018280029297 (2.281209545135498) | > loss_1: 35.4229736328125 (34.57081260681152)  --> STEP: 26 | > loss_disc: 1.9834012985229492 (2.260804529373462) | > loss_disc_real_0: 0.04841022193431854 (0.12789428133804068) | > loss_disc_real_1: 0.13984178006649017 (0.22094089165329933) | > loss_disc_real_2: 0.1817144900560379 (0.2735140140240009) | > loss_disc_real_3: 0.2126338928937912 (0.2573551111496412) | > loss_disc_real_4: 0.15181395411491394 (0.23328306812506455) | > loss_disc_real_5: 0.05787355452775955 (0.20279526223356908) | > loss_0: 1.9834012985229492 (2.260804529373462) | > loss_gen: 2.3426742553710938 (2.8286096958013682) | > loss_kl: 2.174464464187622 (2.051559892984537) | > loss_feat: 14.70971965789795 (7.882821541566115) | > loss_mel: 20.20517349243164 (19.801321103022648) | > loss_duration: 2.256469249725342 (2.2802579953120303) | > loss_1: 41.688499450683594 (34.844569793114296) --> EVAL PERFORMANCE | > avg_loader_time: 0.002394777077894944 (-1.7120287968562867e-05) | > avg_loss_disc: 2.260804529373462 (-0.06851260020182748) | > avg_loss_disc_real_0: 0.12789428133804068 (+0.013820053579715608) | > avg_loss_disc_real_1: 0.22094089165329933 (-0.0032223637860555043) | > avg_loss_disc_real_2: 0.2735140140240009 (+0.02107546020012635) | > avg_loss_disc_real_3: 0.2573551111496412 (+0.01148269096246135) | > avg_loss_disc_real_4: 0.23328306812506455 (-0.0007040431866278951) | > avg_loss_disc_real_5: 0.20279526223356908 (-0.026233189667646678) | > avg_loss_0: 2.260804529373462 (-0.06851260020182748) | > avg_loss_gen: 2.8286096958013682 (+0.24737304907578705) | > avg_loss_kl: 2.051559892984537 (+0.023001469098604677) | > avg_loss_feat: 7.882821541566115 (+0.5760783415574293) | > avg_loss_mel: 19.801321103022648 (-0.06117850083571241) | > avg_loss_duration: 2.2802579953120303 (+0.006486947719866798) | > avg_loss_1: 34.844569793114296 (+0.7917615450345536)  > EPOCH: 127/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:30:28)   --> TIME: 2024-06-10 20:30:34 -- STEP: 14/330 -- GLOBAL_STEP: 129925 | > loss_disc: 2.2019548416137695 (2.3080316100801737) | > loss_disc_real_0: 0.08430331200361252 (0.11581116329346385) | > loss_disc_real_1: 0.2097541242837906 (0.19279355396117484) | > loss_disc_real_2: 0.24844777584075928 (0.2208231080855642) | > loss_disc_real_3: 0.21972021460533142 (0.22391072128500258) | > loss_disc_real_4: 0.19846345484256744 (0.23258736091000692) | > loss_disc_real_5: 0.21410046517848969 (0.21879742933171137) | > loss_0: 2.2019548416137695 (2.3080316100801737) | > grad_norm_0: tensor(5.1391, device='cuda:0') (tensor(10.9515, device='cuda:0')) | > loss_gen: 2.8483967781066895 (2.5786811964852467) | > loss_kl: 1.4491541385650635 (1.655615040234157) | > loss_feat: 7.932610988616943 (7.1017672674996515) | > loss_mel: 19.930557250976562 (20.065056255885533) | > loss_duration: 2.095201015472412 (2.223228233201163) | > loss_1: 34.25592041015625 (33.624347414289204) | > grad_norm_1: tensor(154.6749, device='cuda:0') (tensor(129.8324, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3391 (0.343514084815979) | > loader_time: 0.0031 (0.00315248966217041)  --> TIME: 2024-06-10 20:30:42 -- STEP: 39/330 -- GLOBAL_STEP: 129950 | > loss_disc: 2.3380348682403564 (2.2939505821619277) | > loss_disc_real_0: 0.12954623997211456 (0.11391112361198817) | > loss_disc_real_1: 0.22164949774742126 (0.19849767001011434) | > loss_disc_real_2: 0.2294524759054184 (0.21309352341370705) | > loss_disc_real_3: 0.22361890971660614 (0.22084779960986894) | > loss_disc_real_4: 0.20418359339237213 (0.22245728816741553) | > loss_disc_real_5: 0.18647512793540955 (0.21776615847379732) | > loss_0: 2.3380348682403564 (2.2939505821619277) | > grad_norm_0: tensor(12.8091, device='cuda:0') (tensor(10.9153, device='cuda:0')) | > loss_gen: 2.567593574523926 (2.5774728640531883) | > loss_kl: 1.8864895105361938 (1.6771650833961291) | > loss_feat: 8.092370986938477 (7.255515771034436) | > loss_mel: 20.00211524963379 (19.930976134080154) | > loss_duration: 2.09385085105896 (2.134963264832129) | > loss_1: 34.642417907714844 (33.576092744484924) | > grad_norm_1: tensor(232.0282, device='cuda:0') (tensor(139.5740, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3451 (0.34104121037018603) | > loader_time: 0.0031 (0.003228902816772461)  --> TIME: 2024-06-10 20:30:51 -- STEP: 64/330 -- GLOBAL_STEP: 129975 | > loss_disc: 2.189260721206665 (2.2978129461407657) | > loss_disc_real_0: 0.08586502075195312 (0.1134052945417352) | > loss_disc_real_1: 0.16764123737812042 (0.19942732632625848) | > loss_disc_real_2: 0.21462108194828033 (0.2133256308734417) | > loss_disc_real_3: 0.19729745388031006 (0.2238338126335293) | > loss_disc_real_4: 0.20266182720661163 (0.2216493310406804) | > loss_disc_real_5: 0.22667095065116882 (0.21708084852434695) | > loss_0: 2.189260721206665 (2.2978129461407657) | > grad_norm_0: tensor(7.4985, device='cuda:0') (tensor(12.4664, device='cuda:0')) | > loss_gen: 2.6071290969848633 (2.5688738413155074) | > loss_kl: 1.5911461114883423 (1.66151512414217) | > loss_feat: 7.682992935180664 (7.256187245249748) | > loss_mel: 20.673561096191406 (19.960035920143127) | > loss_duration: 2.062807321548462 (2.1036585737019777) | > loss_1: 34.617637634277344 (33.55027067661287) | > grad_norm_1: tensor(180.6641, device='cuda:0') (tensor(169.3651, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3539 (0.34639525413513184) | > loader_time: 0.0033 (0.0032845139503479004)  --> TIME: 2024-06-10 20:31:00 -- STEP: 89/330 -- GLOBAL_STEP: 130000 | > loss_disc: 2.219571590423584 (2.3022465036156476) | > loss_disc_real_0: 0.14537549018859863 (0.11465149695116482) | > loss_disc_real_1: 0.19403038918972015 (0.20121031405215853) | > loss_disc_real_2: 0.20758852362632751 (0.21444302646631605) | > loss_disc_real_3: 0.21656279265880585 (0.2237340287211236) | > loss_disc_real_4: 0.22965438663959503 (0.2205907722537437) | > loss_disc_real_5: 0.21328218281269073 (0.21655157660500388) | > loss_0: 2.219571590423584 (2.3022465036156476) | > grad_norm_0: tensor(16.7086, device='cuda:0') (tensor(12.9016, device='cuda:0')) | > loss_gen: 2.6084351539611816 (2.5682482210437905) | > loss_kl: 1.6782015562057495 (1.6579720719476765) | > loss_feat: 7.237020969390869 (7.288203394814824) | > loss_mel: 19.98468780517578 (19.917146982771634) | > loss_duration: 2.0864410400390625 (2.089430977789204) | > loss_1: 33.59478759765625 (33.521001558625315) | > grad_norm_1: tensor(196.7741, device='cuda:0') (tensor(175.2437, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.363 (0.3489290757125683) | > loader_time: 0.0042 (0.0033762963970055742) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_130000.pth  --> TIME: 2024-06-10 20:31:14 -- STEP: 114/330 -- GLOBAL_STEP: 130025 | > loss_disc: 2.433253765106201 (2.2893847959083433) | > loss_disc_real_0: 0.19296976923942566 (0.11585971317662482) | > loss_disc_real_1: 0.1910421997308731 (0.20027254789806248) | > loss_disc_real_2: 0.2559233009815216 (0.21387763242972524) | > loss_disc_real_3: 0.26073572039604187 (0.2221631243040687) | > loss_disc_real_4: 0.24550695717334747 (0.2171254016851124) | > loss_disc_real_5: 0.24151794612407684 (0.21293272548600248) | > loss_0: 2.433253765106201 (2.2893847959083433) | > grad_norm_0: tensor(29.7845, device='cuda:0') (tensor(14.5049, device='cuda:0')) | > loss_gen: 2.5976176261901855 (2.583882633008455) | > loss_kl: 1.8223639726638794 (1.6611840860885487) | > loss_feat: 7.756421089172363 (7.347112396307159) | > loss_mel: 20.960845947265625 (19.921196636400733) | > loss_duration: 2.074007987976074 (2.084938304466114) | > loss_1: 35.21125793457031 (33.59831388373126) | > grad_norm_1: tensor(150.3341, device='cuda:0') (tensor(186.9368, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3772 (0.3538767935936911) | > loader_time: 0.0035 (0.0034824630670380174)  --> TIME: 2024-06-10 20:31:24 -- STEP: 139/330 -- GLOBAL_STEP: 130050 | > loss_disc: 2.2482447624206543 (2.2878064972033614) | > loss_disc_real_0: 0.07131040096282959 (0.1160425963751275) | > loss_disc_real_1: 0.2089661806821823 (0.19976775760916496) | > loss_disc_real_2: 0.17905408143997192 (0.21432506480662947) | > loss_disc_real_3: 0.20503704249858856 (0.22259399487817888) | > loss_disc_real_4: 0.21432074904441833 (0.21667907896230545) | > loss_disc_real_5: 0.19440139830112457 (0.2128565135619623) | > loss_0: 2.2482447624206543 (2.2878064972033614) | > grad_norm_0: tensor(29.3073, device='cuda:0') (tensor(16.5579, device='cuda:0')) | > loss_gen: 2.7433152198791504 (2.589572398782634) | > loss_kl: 1.6392079591751099 (1.6637052855045675) | > loss_feat: 7.762443542480469 (7.357118966768113) | > loss_mel: 19.695011138916016 (19.91175349667776) | > loss_duration: 2.1438093185424805 (2.086792412421686) | > loss_1: 33.983787536621094 (33.608942361186735) | > grad_norm_1: tensor(240.3552, device='cuda:0') (tensor(200.1390, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3755 (0.35678945170889653) | > loader_time: 0.0047 (0.0035814895904321465)  --> TIME: 2024-06-10 20:31:33 -- STEP: 164/330 -- GLOBAL_STEP: 130075 | > loss_disc: 2.332082748413086 (2.2977025305352563) | > loss_disc_real_0: 0.11072458326816559 (0.11715154792750027) | > loss_disc_real_1: 0.22703291475772858 (0.2009343620753143) | > loss_disc_real_2: 0.22851723432540894 (0.21463180042621574) | > loss_disc_real_3: 0.2509668469429016 (0.2250687882485913) | > loss_disc_real_4: 0.25650134682655334 (0.21780807134218333) | > loss_disc_real_5: 0.2397739142179489 (0.21331341437450269) | > loss_0: 2.332082748413086 (2.2977025305352563) | > grad_norm_0: tensor(19.0603, device='cuda:0') (tensor(17.7570, device='cuda:0')) | > loss_gen: 2.7151987552642822 (2.5907879922448127) | > loss_kl: 1.6109471321105957 (1.6692997776880496) | > loss_feat: 7.067190647125244 (7.341259424279376) | > loss_mel: 18.5544376373291 (19.897052311315782) | > loss_duration: 2.1627044677734375 (2.087561271539548) | > loss_1: 32.110477447509766 (33.58596060915691) | > grad_norm_1: tensor(227.3345, device='cuda:0') (tensor(206.3422, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.38 (0.35930666254787913) | > loader_time: 0.0041 (0.003717101201778505)  --> TIME: 2024-06-10 20:31:43 -- STEP: 189/330 -- GLOBAL_STEP: 130100 | > loss_disc: 2.3018038272857666 (2.2937346324718826) | > loss_disc_real_0: 0.08208141475915909 (0.11542704892615793) | > loss_disc_real_1: 0.18170349299907684 (0.2015674872294305) | > loss_disc_real_2: 0.23342286050319672 (0.21418520098640811) | > loss_disc_real_3: 0.20855624973773956 (0.22455308282816852) | > loss_disc_real_4: 0.23753038048744202 (0.21683736689507016) | > loss_disc_real_5: 0.21868835389614105 (0.21343411978275056) | > loss_0: 2.3018038272857666 (2.2937346324718826) | > grad_norm_0: tensor(22.2786, device='cuda:0') (tensor(19.0072, device='cuda:0')) | > loss_gen: 2.611585855484009 (2.5997648377897877) | > loss_kl: 1.6128257513046265 (1.6687685434149686) | > loss_feat: 7.541383266448975 (7.36037457683099) | > loss_mel: 20.547155380249023 (19.851161452197545) | > loss_duration: 2.1430864334106445 (2.0922159177285664) | > loss_1: 34.45603561401367 (33.572285112249794) | > grad_norm_1: tensor(98.1901, device='cuda:0') (tensor(219.9782, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.386 (0.36313669643704855) | > loader_time: 0.0051 (0.003831559388095109)  --> TIME: 2024-06-10 20:31:53 -- STEP: 214/330 -- GLOBAL_STEP: 130125 | > loss_disc: 2.29927921295166 (2.2874508216002303) | > loss_disc_real_0: 0.12126480787992477 (0.11579865852597161) | > loss_disc_real_1: 0.18256278336048126 (0.201515986575423) | > loss_disc_real_2: 0.2305508553981781 (0.21396331419454565) | > loss_disc_real_3: 0.23363982141017914 (0.22382235624522806) | > loss_disc_real_4: 0.2235907018184662 (0.21629113620408227) | > loss_disc_real_5: 0.22418059408664703 (0.21219472266803277) | > loss_0: 2.29927921295166 (2.2874508216002303) | > grad_norm_0: tensor(59.0726, device='cuda:0') (tensor(20.8724, device='cuda:0')) | > loss_gen: 2.3335297107696533 (2.6110106806888758) | > loss_kl: 1.486396312713623 (1.6709390093232983) | > loss_feat: 6.569904327392578 (7.400569831099466) | > loss_mel: 18.645170211791992 (19.817316679196953) | > loss_duration: 2.18739652633667 (2.0975148666684884) | > loss_1: 31.22239875793457 (33.59735088704903) | > grad_norm_1: tensor(308.4209, device='cuda:0') (tensor(236.6469, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3901 (0.3663937878385882) | > loader_time: 0.0048 (0.003968873870707004)  --> TIME: 2024-06-10 20:32:03 -- STEP: 239/330 -- GLOBAL_STEP: 130150 | > loss_disc: 2.2750658988952637 (2.2901463059700706) | > loss_disc_real_0: 0.12433505803346634 (0.11558496828919675) | > loss_disc_real_1: 0.2140393853187561 (0.20234810080862445) | > loss_disc_real_2: 0.2132096141576767 (0.2141842047165628) | > loss_disc_real_3: 0.21469934284687042 (0.22465630006590648) | > loss_disc_real_4: 0.2255716323852539 (0.21656819417386872) | > loss_disc_real_5: 0.22351938486099243 (0.21213783828783234) | > loss_0: 2.2750658988952637 (2.2901463059700706) | > grad_norm_0: tensor(34.4926, device='cuda:0') (tensor(21.0867, device='cuda:0')) | > loss_gen: 2.4442973136901855 (2.606535116498939) | > loss_kl: 1.6415879726409912 (1.6680721857557737) | > loss_feat: 7.385377407073975 (7.388487155467397) | > loss_mel: 20.16587257385254 (19.795285292749142) | > loss_duration: 2.137443780899048 (2.1043377790490956) | > loss_1: 33.77457809448242 (33.56271738986092) | > grad_norm_1: tensor(363.7345, device='cuda:0') (tensor(244.9625, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.3987 (0.37018003324085696) | > loader_time: 0.0065 (0.004112728470040168)  --> TIME: 2024-06-10 20:32:14 -- STEP: 264/330 -- GLOBAL_STEP: 130175 | > loss_disc: 2.43629789352417 (2.2896159462856547) | > loss_disc_real_0: 0.17206557095050812 (0.1164013878724566) | > loss_disc_real_1: 0.1777809113264084 (0.20226087367557216) | > loss_disc_real_2: 0.24797485768795013 (0.21434236854089034) | > loss_disc_real_3: 0.21201089024543762 (0.22410437284093915) | > loss_disc_real_4: 0.22860446572303772 (0.2161541296112718) | > loss_disc_real_5: 0.2221555858850479 (0.21166837870171576) | > loss_0: 2.43629789352417 (2.2896159462856547) | > grad_norm_0: tensor(53.9666, device='cuda:0') (tensor(21.3895, device='cuda:0')) | > loss_gen: 2.5387864112854004 (2.6047983693354055) | > loss_kl: 1.656164526939392 (1.6682157046867139) | > loss_feat: 7.1628522872924805 (7.393289134357914) | > loss_mel: 19.40273094177246 (19.74220574263372) | > loss_duration: 2.212217092514038 (2.1105829775333405) | > loss_1: 32.97275161743164 (33.519091757861055) | > grad_norm_1: tensor(428.1931, device='cuda:0') (tensor(249.9875, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.4206 (0.3750721378759904) | > loader_time: 0.0057 (0.004269746216860686)  --> TIME: 2024-06-10 20:32:26 -- STEP: 289/330 -- GLOBAL_STEP: 130200 | > loss_disc: 2.258441925048828 (2.287953004705041) | > loss_disc_real_0: 0.19070778787136078 (0.11664608189236747) | > loss_disc_real_1: 0.2146715670824051 (0.20270761014784086) | > loss_disc_real_2: 0.21091756224632263 (0.2141841421077821) | > loss_disc_real_3: 0.23656059801578522 (0.22348679261842808) | > loss_disc_real_4: 0.21183796226978302 (0.21569209197813252) | > loss_disc_real_5: 0.21331089735031128 (0.21101913784201995) | > loss_0: 2.258441925048828 (2.287953004705041) | > grad_norm_0: tensor(44.0175, device='cuda:0') (tensor(22.0458, device='cuda:0')) | > loss_gen: 2.6142449378967285 (2.6005140563608453) | > loss_kl: 1.6013106107711792 (1.6666348706479719) | > loss_feat: 7.252499580383301 (7.403857830074006) | > loss_mel: 18.002588272094727 (19.679908495048352) | > loss_duration: 2.2456302642822266 (2.1187801897319543) | > loss_1: 31.71627426147461 (33.46969528594232) | > grad_norm_1: tensor(380.0642, device='cuda:0') (tensor(258.0158, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.452 (0.3808004072380726) | > loader_time: 0.0062 (0.004433094011458561)  --> TIME: 2024-06-10 20:32:38 -- STEP: 314/330 -- GLOBAL_STEP: 130225 | > loss_disc: 2.255890369415283 (2.2882490750331037) | > loss_disc_real_0: 0.10910442471504211 (0.11720994106571006) | > loss_disc_real_1: 0.19896167516708374 (0.20250341569067565) | > loss_disc_real_2: 0.19152095913887024 (0.2144645581579513) | > loss_disc_real_3: 0.21343204379081726 (0.22317898240248865) | > loss_disc_real_4: 0.21668438613414764 (0.21570794047064082) | > loss_disc_real_5: 0.21548579633235931 (0.21084075506515565) | > loss_0: 2.255890369415283 (2.2882490750331037) | > grad_norm_0: tensor(26.9158, device='cuda:0') (tensor(22.3170, device='cuda:0')) | > loss_gen: 2.3456666469573975 (2.598678730096027) | > loss_kl: 1.6414501667022705 (1.6650210060891075) | > loss_feat: 7.325770854949951 (7.416320515286391) | > loss_mel: 18.542179107666016 (19.64032520002623) | > loss_duration: 2.316589117050171 (2.130076627822437) | > loss_1: 32.171653747558594 (33.450421898228356) | > grad_norm_1: tensor(261.3831, device='cuda:0') (tensor(264.0505, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.5095 (0.38968119423860204) | > loader_time: 0.0075 (0.004638977111524839)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.516636610031128 (2.516636610031128) | > loss_disc_real_0: 0.20743003487586975 (0.20743003487586975) | > loss_disc_real_1: 0.18214063346385956 (0.18214063346385956) | > loss_disc_real_2: 0.25628411769866943 (0.25628411769866943) | > loss_disc_real_3: 0.24203571677207947 (0.24203571677207947) | > loss_disc_real_4: 0.19960303604602814 (0.19960303604602814) | > loss_disc_real_5: 0.2076580971479416 (0.2076580971479416) | > loss_0: 2.516636610031128 (2.516636610031128) | > loss_gen: 2.137523651123047 (2.137523651123047) | > loss_kl: 1.7034534215927124 (1.7034534215927124) | > loss_feat: 4.149861812591553 (4.149861812591553) | > loss_mel: 15.600074768066406 (15.600074768066406) | > loss_duration: 2.832756757736206 (2.832756757736206) | > loss_1: 26.423669815063477 (26.423669815063477)  --> STEP: 1 | > loss_disc: 2.0841619968414307 (2.0841619968414307) | > loss_disc_real_0: 0.1012822687625885 (0.1012822687625885) | > loss_disc_real_1: 0.18229007720947266 (0.18229007720947266) | > loss_disc_real_2: 0.1720144897699356 (0.1720144897699356) | > loss_disc_real_3: 0.22409267723560333 (0.22409267723560333) | > loss_disc_real_4: 0.19625671207904816 (0.19625671207904816) | > loss_disc_real_5: 0.19079960882663727 (0.19079960882663727) | > loss_0: 2.0841619968414307 (2.0841619968414307) | > loss_gen: 2.61380672454834 (2.61380672454834) | > loss_kl: 2.595921277999878 (2.595921277999878) | > loss_feat: 7.605144500732422 (7.605144500732422) | > loss_mel: 19.474498748779297 (19.474498748779297) | > loss_duration: 2.4375085830688477 (2.4375085830688477) | > loss_1: 34.72687911987305 (34.72687911987305)  --> STEP: 2 | > loss_disc: 2.310084342956543 (2.197123169898987) | > loss_disc_real_0: 0.1591426134109497 (0.1302124410867691) | > loss_disc_real_1: 0.16608856618404388 (0.17418932169675827) | > loss_disc_real_2: 0.2707189619541168 (0.22136672586202621) | > loss_disc_real_3: 0.318272203207016 (0.27118244022130966) | > loss_disc_real_4: 0.26076561212539673 (0.22851116210222244) | > loss_disc_real_5: 0.1943504810333252 (0.19257504492998123) | > loss_0: 2.310084342956543 (2.197123169898987) | > loss_gen: 2.674456834793091 (2.6441317796707153) | > loss_kl: 1.6368430852890015 (2.1163821816444397) | > loss_feat: 5.8974103927612305 (6.751277446746826) | > loss_mel: 19.246431350708008 (19.360465049743652) | > loss_duration: 2.4730348587036133 (2.4552717208862305) | > loss_1: 31.928176879882812 (33.32752799987793)  --> STEP: 3 | > loss_disc: 2.3293814659118652 (2.2412092685699463) | > loss_disc_real_0: 0.23064006865024567 (0.1636883169412613) | > loss_disc_real_1: 0.2692195177078247 (0.20586605370044708) | > loss_disc_real_2: 0.24087432026863098 (0.22786925733089447) | > loss_disc_real_3: 0.2749437391757965 (0.2724362065394719) | > loss_disc_real_4: 0.2732214629650116 (0.24341459572315216) | > loss_disc_real_5: 0.28881171345710754 (0.22465393443902335) | > loss_0: 2.3293814659118652 (2.2412092685699463) | > loss_gen: 3.3092024326324463 (2.8658219973246255) | > loss_kl: 2.1249523162841797 (2.1192388931910195) | > loss_feat: 7.776662349700928 (7.093072414398193) | > loss_mel: 17.927570343017578 (18.88283348083496) | > loss_duration: 2.215052604675293 (2.3751986821492515) | > loss_1: 33.35343933105469 (33.33616511027018)  --> STEP: 4 | > loss_disc: 2.425161838531494 (2.2871974110603333) | > loss_disc_real_0: 0.11943206191062927 (0.1526242531836033) | > loss_disc_real_1: 0.18630656599998474 (0.2009761817753315) | > loss_disc_real_2: 0.14739234745502472 (0.20775002986192703) | > loss_disc_real_3: 0.3161892294883728 (0.28337446227669716) | > loss_disc_real_4: 0.27423539757728577 (0.25111979618668556) | > loss_disc_real_5: 0.29652854800224304 (0.24262258782982826) | > loss_0: 2.425161838531494 (2.2871974110603333) | > loss_gen: 2.415355682373047 (2.753205418586731) | > loss_kl: 2.445359468460083 (2.2007690370082855) | > loss_feat: 5.309307098388672 (6.647131085395813) | > loss_mel: 20.513887405395508 (19.290596961975098) | > loss_duration: 2.1993658542633057 (2.331240475177765) | > loss_1: 32.883277893066406 (33.22294330596924)  --> STEP: 5 | > loss_disc: 2.07328462600708 (2.2444148540496824) | > loss_disc_real_0: 0.07798312604427338 (0.1376960277557373) | > loss_disc_real_1: 0.15999308228492737 (0.19277956187725068) | > loss_disc_real_2: 0.2208714634180069 (0.210374316573143) | > loss_disc_real_3: 0.2236020863056183 (0.2714199870824814) | > loss_disc_real_4: 0.21521919965744019 (0.24393967688083648) | > loss_disc_real_5: 0.22655370831489563 (0.23940881192684174) | > loss_0: 2.07328462600708 (2.2444148540496824) | > loss_gen: 2.803704261779785 (2.763305187225342) | > loss_kl: 2.0887904167175293 (2.1783733129501344) | > loss_feat: 6.288319110870361 (6.5753686904907225) | > loss_mel: 21.19684600830078 (19.671846771240233) | > loss_duration: 2.3068277835845947 (2.326357936859131) | > loss_1: 34.684486389160156 (33.51525192260742)  --> STEP: 6 | > loss_disc: 2.403977632522583 (2.2710086504618325) | > loss_disc_real_0: 0.12622815370559692 (0.13578471541404724) | > loss_disc_real_1: 0.21151049435138702 (0.1959013839562734) | > loss_disc_real_2: 0.20886975526809692 (0.21012355635563532) | > loss_disc_real_3: 0.3125828802585602 (0.27828046927849454) | > loss_disc_real_4: 0.27282780408859253 (0.24875436474879584) | > loss_disc_real_5: 0.25096726417541504 (0.2413352206349373) | > loss_0: 2.403977632522583 (2.2710086504618325) | > loss_gen: 2.5726406574249268 (2.7315277655919394) | > loss_kl: 2.230552911758423 (2.187069912751516) | > loss_feat: 5.976320743560791 (6.4755273660024) | > loss_mel: 19.271831512451172 (19.60517756144206) | > loss_duration: 2.111680507659912 (2.2905783653259277) | > loss_1: 32.163028717041016 (33.28988138834635)  --> STEP: 7 | > loss_disc: 2.199206829071045 (2.260751247406006) | > loss_disc_real_0: 0.15065991878509521 (0.1379097444670541) | > loss_disc_real_1: 0.1712893396615982 (0.19238537762846267) | > loss_disc_real_2: 0.16180352866649628 (0.2032206952571869) | > loss_disc_real_3: 0.1943865567445755 (0.2662956246307918) | > loss_disc_real_4: 0.22022080421447754 (0.2446781418153218) | > loss_disc_real_5: 0.2472311109304428 (0.24217749067715236) | > loss_0: 2.199206829071045 (2.260751247406006) | > loss_gen: 2.358398914337158 (2.6782236439841136) | > loss_kl: 2.393649101257324 (2.2165812253952026) | > loss_feat: 6.012104034423828 (6.409324032919748) | > loss_mel: 19.295574188232422 (19.560948508126394) | > loss_duration: 2.3569412231445312 (2.3000587735857283) | > loss_1: 32.41666793823242 (33.16513660975865)  --> STEP: 8 | > loss_disc: 2.031132221221924 (2.2320488691329956) | > loss_disc_real_0: 0.08572272956371307 (0.13138636760413647) | > loss_disc_real_1: 0.17457124590873718 (0.19015861116349697) | > loss_disc_real_2: 0.1926226168870926 (0.2018959354609251) | > loss_disc_real_3: 0.24623650312423706 (0.26378823444247246) | > loss_disc_real_4: 0.20994587242603302 (0.2403366081416607) | > loss_disc_real_5: 0.19958946108818054 (0.23685398697853088) | > loss_0: 2.031132221221924 (2.2320488691329956) | > loss_gen: 2.8708696365356445 (2.702304393053055) | > loss_kl: 2.2959182262420654 (2.2264983505010605) | > loss_feat: 8.358065605163574 (6.652916729450226) | > loss_mel: 21.953197479248047 (19.8599796295166) | > loss_duration: 2.2013237476348877 (2.287716895341873) | > loss_1: 37.67937469482422 (33.729416370391846)  --> STEP: 9 | > loss_disc: 2.6928467750549316 (2.283248636457655) | > loss_disc_real_0: 0.28458961844444275 (0.14840895103083718) | > loss_disc_real_1: 0.1642228364944458 (0.18727685842249128) | > loss_disc_real_2: 0.22696880996227264 (0.20468181040551928) | > loss_disc_real_3: 0.29899370670318604 (0.2676999535825517) | > loss_disc_real_4: 0.30498361587524414 (0.24751960900094774) | > loss_disc_real_5: 0.32779550552368164 (0.2469586001502143) | > loss_0: 2.6928467750549316 (2.283248636457655) | > loss_gen: 2.599454641342163 (2.6908766428629556) | > loss_kl: 1.9874074459075928 (2.1999326944351196) | > loss_feat: 8.008286476135254 (6.803513367970784) | > loss_mel: 20.215801239013672 (19.899515363905167) | > loss_duration: 2.1269445419311523 (2.26985330051846) | > loss_1: 34.93789291381836 (33.86369154188368)  --> STEP: 10 | > loss_disc: 2.486760377883911 (2.303599810600281) | > loss_disc_real_0: 0.11438415944576263 (0.1450064718723297) | > loss_disc_real_1: 0.168607696890831 (0.18540994226932525) | > loss_disc_real_2: 0.2546280026435852 (0.20967642962932587) | > loss_disc_real_3: 0.2381097376346588 (0.26474093198776244) | > loss_disc_real_4: 0.21389125287532806 (0.24415677338838576) | > loss_disc_real_5: 0.2304084599018097 (0.24530358612537384) | > loss_0: 2.486760377883911 (2.303599810600281) | > loss_gen: 1.996964693069458 (2.621485447883606) | > loss_kl: 1.3562681674957275 (2.1155662417411802) | > loss_feat: 4.563654899597168 (6.579527521133423) | > loss_mel: 15.549820899963379 (19.464545917510986) | > loss_duration: 2.313455820083618 (2.2742135524749756) | > loss_1: 25.78016471862793 (33.055338859558105)  --> STEP: 11 | > loss_disc: 2.190488576889038 (2.293316971171986) | > loss_disc_real_0: 0.1334465891122818 (0.14395557343959808) | > loss_disc_real_1: 0.1468937247991562 (0.18190846795385535) | > loss_disc_real_2: 0.22677494585514069 (0.21123084019530902) | > loss_disc_real_3: 0.24908244609832764 (0.2633174332705411) | > loss_disc_real_4: 0.23980244994163513 (0.24376092580231754) | > loss_disc_real_5: 0.2517172694206238 (0.24588664824312384) | > loss_0: 2.190488576889038 (2.293316971171986) | > loss_gen: 2.6895532608032227 (2.6276734308762983) | > loss_kl: 1.852702260017395 (2.0916695161299272) | > loss_feat: 6.225162982940674 (6.5473125631159) | > loss_mel: 18.707918167114258 (19.395761576565828) | > loss_duration: 2.420780658721924 (2.287537834861062) | > loss_1: 31.8961181640625 (32.949955159967594)  --> STEP: 12 | > loss_disc: 2.1468565464019775 (2.281111935774485) | > loss_disc_real_0: 0.13860537111759186 (0.14350972324609756) | > loss_disc_real_1: 0.17519694566726685 (0.18134917442997298) | > loss_disc_real_2: 0.19424252212047577 (0.20981514702240625) | > loss_disc_real_3: 0.18103551864624023 (0.2564606070518493) | > loss_disc_real_4: 0.1832999289035797 (0.23872250939408937) | > loss_disc_real_5: 0.2093646079301834 (0.24284314488371214) | > loss_0: 2.1468565464019775 (2.281111935774485) | > loss_gen: 2.6572608947753906 (2.6301390528678894) | > loss_kl: 2.068833827972412 (2.089766542116801) | > loss_feat: 6.488454341888428 (6.542407711346944) | > loss_mel: 21.541837692260742 (19.574601252873737) | > loss_duration: 2.2040724754333496 (2.280582388242086) | > loss_1: 34.96045684814453 (33.117496967315674)  --> STEP: 13 | > loss_disc: 2.7709953784942627 (2.3187952775221605) | > loss_disc_real_0: 0.2477087676525116 (0.15152503435428327) | > loss_disc_real_1: 0.2893708348274231 (0.1896585329220845) | > loss_disc_real_2: 0.23388710618019104 (0.21166683618838972) | > loss_disc_real_3: 0.412280797958374 (0.2684467755831204) | > loss_disc_real_4: 0.3264232277870178 (0.24546871850123772) | > loss_disc_real_5: 0.2764432728290558 (0.24542777011027703) | > loss_0: 2.7709953784942627 (2.3187952775221605) | > loss_gen: 2.485217332839966 (2.6189912282503567) | > loss_kl: 1.409265160560608 (2.0374202819970937) | > loss_feat: 5.42999267578125 (6.456837323995737) | > loss_mel: 18.097946166992188 (19.46101240011362) | > loss_duration: 2.1173558235168457 (2.2680264986478367) | > loss_1: 29.539777755737305 (32.84228779719426)  --> STEP: 14 | > loss_disc: 2.1992762088775635 (2.3102582011904036) | > loss_disc_real_0: 0.11385025829076767 (0.148833978921175) | > loss_disc_real_1: 0.12832115590572357 (0.18527729170663015) | > loss_disc_real_2: 0.26038771867752075 (0.21514689922332764) | > loss_disc_real_3: 0.29157546162605286 (0.270098824586187) | > loss_disc_real_4: 0.3055054843425751 (0.2497570589184761) | > loss_disc_real_5: 0.2823152244091034 (0.2480625882744789) | > loss_0: 2.1992762088775635 (2.3102582011904036) | > loss_gen: 2.8618979454040527 (2.6363417080470493) | > loss_kl: 2.9004299640655518 (2.0990638307162692) | > loss_feat: 6.703090667724609 (6.474426848547799) | > loss_mel: 21.437332153320312 (19.60217809677124) | > loss_duration: 2.3850319385528564 (2.276384030069624) | > loss_1: 36.28778076171875 (33.08839443751744)  --> STEP: 15 | > loss_disc: 2.054513454437256 (2.2932085514068605) | > loss_disc_real_0: 0.11116388440132141 (0.1463226392865181) | > loss_disc_real_1: 0.1700279265642166 (0.1842606673638026) | > loss_disc_real_2: 0.2012743502855301 (0.21422206262747448) | > loss_disc_real_3: 0.21240969002246857 (0.2662528822819391) | > loss_disc_real_4: 0.23639324307441711 (0.24886613786220552) | > loss_disc_real_5: 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(2.105449765920639) | > loss_feat: 7.778456211090088 (6.658317983150482) | > loss_mel: 19.485553741455078 (19.629505813121796) | > loss_duration: 2.34659481048584 (2.2790911346673965) | > loss_1: 34.363468170166016 (33.33032274246216)  --> STEP: 17 | > loss_disc: 2.3654775619506836 (2.297902457854327) | > loss_disc_real_0: 0.10904920846223831 (0.14864576564115636) | > loss_disc_real_1: 0.22367385029792786 (0.18312115704312043) | > loss_disc_real_2: 0.2507188320159912 (0.21616865256253412) | > loss_disc_real_3: 0.3443714678287506 (0.27355939588126005) | > loss_disc_real_4: 0.29514938592910767 (0.2501979435191435) | > loss_disc_real_5: 0.33021363615989685 (0.24868892045582042) | > loss_0: 2.3654775619506836 (2.297902457854327) | > loss_gen: 3.120182991027832 (2.6851478744955624) | > loss_kl: 1.63102388381958 (2.077542361091165) | > loss_feat: 6.48945426940918 (6.648384823518641) | > loss_mel: 18.85124397277832 (19.583725704866296) | > loss_duration: 2.3759207725524902 (2.284786995719461) | > loss_1: 32.46782302856445 (33.27958746517406)  --> STEP: 18 | > loss_disc: 2.140249729156494 (2.2891439729266696) | > loss_disc_real_0: 0.12878838181495667 (0.14754257765081194) | > loss_disc_real_1: 0.14741776883602142 (0.18113763547605938) | > loss_disc_real_2: 0.13494601845741272 (0.21165628400113848) | > loss_disc_real_3: 0.23944143950939178 (0.2716639538606007) | > loss_disc_real_4: 0.3056480586528778 (0.2532785054710176) | > loss_disc_real_5: 0.31898513436317444 (0.25259426567289567) | > loss_0: 2.140249729156494 (2.2891439729266696) | > loss_gen: 3.0519416332244873 (2.7055253055360584) | > loss_kl: 2.079031229019165 (2.0776250759760537) | > loss_feat: 10.56297779083252 (6.865862210591634) | > loss_mel: 21.33950424194336 (19.681268956926132) | > loss_duration: 2.209775447845459 (2.2806196875042386) | > loss_1: 39.243228912353516 (33.61090087890625)  --> STEP: 19 | > loss_disc: 2.198362112045288 (2.2843659802487024) | > loss_disc_real_0: 0.2074575126171112 (0.15069599528061717) | > loss_disc_real_1: 0.18024757504463196 (0.18109079019019478) | > loss_disc_real_2: 0.23556552827358246 (0.21291466527863553) | > loss_disc_real_3: 0.31540024280548096 (0.2739658638050681) | > loss_disc_real_4: 0.22907443344593048 (0.25200460694338145) | > loss_disc_real_5: 0.21431151032447815 (0.2505793838124526) | > loss_0: 2.198362112045288 (2.2843659802487024) | > loss_gen: 3.156623363494873 (2.7292673085865222) | > loss_kl: 1.765866756439209 (2.0612167433688513) | > loss_feat: 8.415019989013672 (6.947396830508583) | > loss_mel: 20.393932342529297 (19.718777556168405) | > loss_duration: 2.331996202468872 (2.2833237146076404) | > loss_1: 36.063438415527344 (33.73998180188631)  --> STEP: 20 | > loss_disc: 2.416383743286133 (2.290966868400574) | > loss_disc_real_0: 0.203194722533226 (0.15332093164324762) | > loss_disc_real_1: 0.1736060231924057 (0.18071655184030533) | > loss_disc_real_2: 0.2285362333059311 (0.2136957436800003) | > loss_disc_real_3: 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(6.8904876925728535) | > loss_mel: 20.88470458984375 (19.634260654449466) | > loss_duration: 2.158085823059082 (2.274014115333557) | > loss_1: 34.91343688964844 (33.51164627075195)  --> STEP: 23 | > loss_disc: 2.398919105529785 (2.281820525293765) | > loss_disc_real_0: 0.21969901025295258 (0.15215931055338486) | > loss_disc_real_1: 0.21565590798854828 (0.1793702510388001) | > loss_disc_real_2: 0.19428284466266632 (0.20939897713453873) | > loss_disc_real_3: 0.3181400001049042 (0.2733900689560433) | > loss_disc_real_4: 0.2911917567253113 (0.25262981847576477) | > loss_disc_real_5: 0.259475976228714 (0.2509130025687425) | > loss_0: 2.398919105529785 (2.281820525293765) | > loss_gen: 2.8221793174743652 (2.717349446338156) | > loss_kl: 1.7346296310424805 (1.9887489235919455) | > loss_feat: 6.32985258102417 (6.866112252940303) | > loss_mel: 19.715147018432617 (19.637777452883515) | > loss_duration: 2.27909517288208 (2.274235030879145) | > loss_1: 32.88090515136719 (33.48422274382218)  --> STEP: 24 | > loss_disc: 2.580019235610962 (2.2942454715569816) | > loss_disc_real_0: 0.2186649739742279 (0.15493037986258665) | > loss_disc_real_1: 0.23465879261493683 (0.18167394027113914) | > loss_disc_real_2: 0.241094708442688 (0.2107196326057116) | > loss_disc_real_3: 0.2879040837287903 (0.2739948195715744) | > loss_disc_real_4: 0.24363479018211365 (0.252255025630196) | > loss_disc_real_5: 0.3564552664756775 (0.2553105968981981) | > loss_0: 2.580019235610962 (2.2942454715569816) | > loss_gen: 2.6192288398742676 (2.713261087735494) | > loss_kl: 1.9813308715820312 (1.9884398380915325) | > loss_feat: 6.4115495681762695 (6.847172141075134) | > loss_mel: 20.30134391784668 (19.665426055590313) | > loss_duration: 2.388352394104004 (2.278989921013514) | > loss_1: 33.701805114746094 (33.49328867594401)  --> STEP: 25 | > loss_disc: 2.077451229095459 (2.2855737018585205) | > loss_disc_real_0: 0.19100971519947052 (0.156373553276062) | > loss_disc_real_1: 0.15335634350776672 (0.18054123640060424) | > loss_disc_real_2: 0.1771640032529831 (0.2093774074316025) | > loss_disc_real_3: 0.19694854319095612 (0.27091296851634966) | > loss_disc_real_4: 0.1792735904455185 (0.24933576822280887) | > loss_disc_real_5: 0.2177366316318512 (0.25380763828754427) | > loss_0: 2.077451229095459 (2.2855737018585205) | > loss_gen: 2.732229471206665 (2.7140198230743406) | > loss_kl: 2.138171434402466 (1.9944291019439697) | > loss_feat: 9.44997787475586 (6.951284370422363) | > loss_mel: 19.391494750976562 (19.654468803405763) | > loss_duration: 2.3426406383514404 (2.281535949707031) | > loss_1: 36.05451583862305 (33.59573776245117)  --> STEP: 26 | > loss_disc: 3.0138626098632812 (2.3135848137048574) | > loss_disc_real_0: 0.18561182916164398 (0.15749810234858438) | > loss_disc_real_1: 0.2643962502479553 (0.18376642924088699) | > loss_disc_real_2: 0.2199689894914627 (0.20978477597236633) | > loss_disc_real_3: 0.24433499574661255 (0.2698907387944367) | > loss_disc_real_4: 0.23272603750228882 (0.2486969324258658) | > loss_disc_real_5: 0.258621484041214 (0.25399278620114696) | > loss_0: 3.0138626098632812 (2.3135848137048574) | > loss_gen: 1.4110286235809326 (2.663904776939979) | > loss_kl: 1.6341451406478882 (1.980572026509505) | > loss_feat: 0.16272282600402832 (6.690185849483196) | > loss_mel: 3.340359687805176 (19.027003068190353) | > loss_duration: 2.3081607818603516 (2.2825599817129283) | > loss_1: 8.856416702270508 (32.64422541398268) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023742822500375602 (-2.049482785738358e-05) | > avg_loss_disc: 2.3135848137048574 (+0.052780284331395144) | > avg_loss_disc_real_0: 0.15749810234858438 (+0.029603821010543707) | > avg_loss_disc_real_1: 0.18376642924088699 (-0.037174462412412346) | > avg_loss_disc_real_2: 0.20978477597236633 (-0.06372923805163455) | > avg_loss_disc_real_3: 0.2698907387944367 (+0.012535627644795488) | > avg_loss_disc_real_4: 0.2486969324258658 (+0.015413864300801244) | > avg_loss_disc_real_5: 0.25399278620114696 (+0.051197523967577874) | > avg_loss_0: 2.3135848137048574 (+0.052780284331395144) | > avg_loss_gen: 2.663904776939979 (-0.16470491886138916) | > avg_loss_kl: 1.980572026509505 (-0.07098786647503208) | > avg_loss_feat: 6.690185849483196 (-1.192635692082919) | > avg_loss_mel: 19.027003068190353 (-0.7743180348322944) | > avg_loss_duration: 2.2825599817129283 (+0.0023019864008979596) | > avg_loss_1: 32.64422541398268 (-2.2003443791316144) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_130241.pth  > EPOCH: 128/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:33:16)   --> TIME: 2024-06-10 20:33:21 -- STEP: 9/330 -- GLOBAL_STEP: 130250 | > loss_disc: 2.3797144889831543 (2.3218149873945446) | > loss_disc_real_0: 0.11603417247533798 (0.11405282881524828) | > loss_disc_real_1: 0.2088066041469574 (0.20943698287010193) | > loss_disc_real_2: 0.2685546875 (0.21297584142949846) | > loss_disc_real_3: 0.23645144701004028 (0.23651667104827034) | > loss_disc_real_4: 0.22390446066856384 (0.22668452395333183) | > loss_disc_real_5: 0.2141505777835846 (0.22606335580348969) | > loss_0: 2.3797144889831543 (2.3218149873945446) | > grad_norm_0: tensor(9.3817, device='cuda:0') (tensor(7.8926, device='cuda:0')) | > loss_gen: 2.386960029602051 (2.5007655090755887) | > loss_kl: 1.3312369585037231 (1.6103165017233954) | > loss_feat: 6.431228160858154 (6.652134683397081) | > loss_mel: 19.649415969848633 (19.7210759056939) | > loss_duration: 2.2391128540039062 (2.3003526528676352) | > loss_1: 32.0379524230957 (32.78464486863878) | > grad_norm_1: tensor(75.6931, device='cuda:0') (tensor(93.3112, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3566 (0.35781025886535645) | > loader_time: 0.0031 (0.0030380884806315103)  --> TIME: 2024-06-10 20:33:30 -- STEP: 34/330 -- GLOBAL_STEP: 130275 | > loss_disc: 2.2470388412475586 (2.319721186862272) | > loss_disc_real_0: 0.08924825489521027 (0.1133437231183052) | > loss_disc_real_1: 0.1753591001033783 (0.2048731170156423) | > loss_disc_real_2: 0.20811979472637177 (0.21803715649773092) | > loss_disc_real_3: 0.20620037615299225 (0.23064535067361944) | > loss_disc_real_4: 0.21663005650043488 (0.22159116320750294) | > loss_disc_real_5: 0.19789570569992065 (0.21662701841662912) | > loss_0: 2.2470388412475586 (2.319721186862272) | > grad_norm_0: tensor(12.6153, device='cuda:0') (tensor(9.8017, device='cuda:0')) | > loss_gen: 2.6075963973999023 (2.5357122210895313) | > loss_kl: 1.8187192678451538 (1.660966950304368) | > loss_feat: 7.464987754821777 (7.049792289733887) | > loss_mel: 19.653274536132812 (19.830031338860007) | > loss_duration: 2.1355490684509277 (2.1475169097675995) | > loss_1: 33.68012619018555 (33.224019331090595) | > grad_norm_1: tensor(226.8325, device='cuda:0') (tensor(116.0140, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3823 (0.36288545412175793) | > loader_time: 0.0031 (0.0032238259034998275)  --> TIME: 2024-06-10 20:33:39 -- STEP: 59/330 -- GLOBAL_STEP: 130300 | > loss_disc: 2.2703776359558105 (2.304872815891846) | > loss_disc_real_0: 0.1619160771369934 (0.11568168083489952) | > loss_disc_real_1: 0.22831059992313385 (0.20443324593164153) | > loss_disc_real_2: 0.18858696520328522 (0.2167591182357174) | > loss_disc_real_3: 0.2165355533361435 (0.2292227244983285) | > loss_disc_real_4: 0.20928800106048584 (0.22011759220543553) | > loss_disc_real_5: 0.18817998468875885 (0.21354112963555222) | > loss_0: 2.2703776359558105 (2.304872815891846) | > grad_norm_0: tensor(19.3353, device='cuda:0') (tensor(11.5840, device='cuda:0')) | > loss_gen: 2.468513011932373 (2.5562320684982556) | > loss_kl: 1.7190865278244019 (1.6824453341758858) | > loss_feat: 7.033144474029541 (7.136741735167423) | > loss_mel: 18.735519409179688 (19.78637352636305) | > loss_duration: 2.0213735103607178 (2.1089615155074566) | > loss_1: 31.977638244628906 (33.27075408676922) | > grad_norm_1: tensor(288.4861, device='cuda:0') (tensor(156.2614, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.392 (0.36496775433168566) | > loader_time: 0.0033 (0.0033106440204685016)  --> TIME: 2024-06-10 20:33:49 -- STEP: 84/330 -- GLOBAL_STEP: 130325 | > loss_disc: 2.2290494441986084 (2.281559455962408) | > loss_disc_real_0: 0.10878540575504303 (0.11396116506130922) | > loss_disc_real_1: 0.21115867793560028 (0.2026425353473141) | > loss_disc_real_2: 0.1987619251012802 (0.21603906544901075) | > loss_disc_real_3: 0.20537284016609192 (0.22505577458512216) | > loss_disc_real_4: 0.19476498663425446 (0.21712000650309382) | > loss_disc_real_5: 0.18586359918117523 (0.21136423998645373) | > loss_0: 2.2290494441986084 (2.281559455962408) | > grad_norm_0: tensor(5.2191, device='cuda:0') (tensor(12.4357, device='cuda:0')) | > loss_gen: 2.733078956604004 (2.5846709665797993) | > loss_kl: 1.1963036060333252 (1.6864236720970698) | > loss_feat: 6.991042137145996 (7.2686451616741365) | > loss_mel: 20.19071388244629 (19.806929611024405) | > loss_duration: 2.155090093612671 (2.09327434925806) | > loss_1: 33.26622772216797 (33.43994379043578) | > grad_norm_1: tensor(122.0330, device='cuda:0') (tensor(169.2830, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3649 (0.3639028441338312) | > loader_time: 0.0036 (0.003409856841677711)  --> TIME: 2024-06-10 20:33:58 -- STEP: 109/330 -- GLOBAL_STEP: 130350 | > loss_disc: 2.2103114128112793 (2.268725073665654) | > loss_disc_real_0: 0.12629663944244385 (0.11405060071190563) | > loss_disc_real_1: 0.15365223586559296 (0.20133963117905712) | > loss_disc_real_2: 0.21450158953666687 (0.21417423098459157) | > loss_disc_real_3: 0.21378958225250244 (0.224456580270321) | > loss_disc_real_4: 0.2289106398820877 (0.21569385208667965) | > loss_disc_real_5: 0.19408686459064484 (0.20997239225501313) | > loss_0: 2.2103114128112793 (2.268725073665654) | > grad_norm_0: tensor(14.7114, device='cuda:0') (tensor(13.7660, device='cuda:0')) | > loss_gen: 2.6469480991363525 (2.594046787384452) | > loss_kl: 1.7016890048980713 (1.6848129110598782) | > loss_feat: 7.27688455581665 (7.296569745474999) | > loss_mel: 19.525394439697266 (19.76480720240041) | > loss_duration: 2.027728796005249 (2.0888365911781253) | > loss_1: 33.17864227294922 (33.42907331624161) | > grad_norm_1: tensor(141.0634, device='cuda:0') (tensor(184.6225, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3654 (0.3630343599056979) | > loader_time: 0.0037 (0.0034810599930789493)  --> TIME: 2024-06-10 20:34:07 -- STEP: 134/330 -- GLOBAL_STEP: 130375 | > loss_disc: 2.30633544921875 (2.2655656693586663) | > loss_disc_real_0: 0.11456985771656036 (0.1132329391009772) | > loss_disc_real_1: 0.2038753777742386 (0.2015847232359559) | > loss_disc_real_2: 0.2051723599433899 (0.21429045631814359) | > loss_disc_real_3: 0.21361680328845978 (0.22438517791121754) | > loss_disc_real_4: 0.18365807831287384 (0.21491925318294497) | > loss_disc_real_5: 0.2009400725364685 (0.20954660582008647) | > loss_0: 2.30633544921875 (2.2655656693586663) | > grad_norm_0: tensor(11.3042, device='cuda:0') (tensor(15.7674, device='cuda:0')) | > loss_gen: 2.6165733337402344 (2.605037625156231) | > loss_kl: 1.6132762432098389 (1.6763254688746894) | > loss_feat: 7.49092435836792 (7.32231357560229) | > loss_mel: 20.011974334716797 (19.778693042584315) | > loss_duration: 2.0694589614868164 (2.0879219610299646) | > loss_1: 33.802207946777344 (33.47029177822283) | > grad_norm_1: tensor(171.9761, device='cuda:0') (tensor(199.3928, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3644 (0.36377884202928684) | > loader_time: 0.0038 (0.0035741222438527578)  --> TIME: 2024-06-10 20:34:17 -- STEP: 159/330 -- GLOBAL_STEP: 130400 | > loss_disc: 2.1856613159179688 (2.2549914099135493) | > loss_disc_real_0: 0.10647964477539062 (0.11273482263837971) | > loss_disc_real_1: 0.16467590630054474 (0.19981846447635743) | > loss_disc_real_2: 0.1859368532896042 (0.21391041623721332) | > loss_disc_real_3: 0.22210758924484253 (0.22324717832061475) | > loss_disc_real_4: 0.19415295124053955 (0.21433184066283628) | > loss_disc_real_5: 0.21180593967437744 (0.20918692245423418) | > loss_0: 2.1856613159179688 (2.2549914099135493) | > grad_norm_0: tensor(36.6165, device='cuda:0') (tensor(15.6399, device='cuda:0')) | > loss_gen: 2.753154754638672 (2.613155787845828) | > loss_kl: 1.6813404560089111 (1.670792458942101) | > loss_feat: 7.700686454772949 (7.3451874211149395) | > loss_mel: 19.978925704956055 (19.749618122412716) | > loss_duration: 2.073091983795166 (2.088301814577115) | > loss_1: 34.187198638916016 (33.467055710606594) | > grad_norm_1: tensor(276.4154, device='cuda:0') (tensor(201.6840, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3942 (0.36561060551577385) | > loader_time: 0.0045 (0.0036766379134460067)  --> TIME: 2024-06-10 20:34:27 -- STEP: 184/330 -- GLOBAL_STEP: 130425 | > loss_disc: 2.230560302734375 (2.2589214612608366) | > loss_disc_real_0: 0.10770061612129211 (0.11285352909370609) | > loss_disc_real_1: 0.20848189294338226 (0.20020951784175373) | > loss_disc_real_2: 0.224488765001297 (0.21412877463128255) | > loss_disc_real_3: 0.2016167789697647 (0.2238418690698302) | > loss_disc_real_4: 0.21524132788181305 (0.2149661448176788) | > loss_disc_real_5: 0.21290801465511322 (0.20989569292768187) | > loss_0: 2.230560302734375 (2.2589214612608366) | > grad_norm_0: tensor(8.7139, device='cuda:0') (tensor(16.4735, device='cuda:0')) | > loss_gen: 2.8188974857330322 (2.613517253295235) | > loss_kl: 1.6315685510635376 (1.6688650976056636) | > loss_feat: 7.300947666168213 (7.367312094439631) | > loss_mel: 19.32563018798828 (19.76824148841526) | > loss_duration: 2.1126956939697266 (2.0922276261060135) | > loss_1: 33.18973922729492 (33.5101636700008) | > grad_norm_1: tensor(201.2679, device='cuda:0') (tensor(205.4331, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.3915 (0.3685239877389825) | > loader_time: 0.0051 (0.003828910381897636)  --> TIME: 2024-06-10 20:34:37 -- STEP: 209/330 -- GLOBAL_STEP: 130450 | > loss_disc: 2.2227895259857178 (2.261415445063103) | > loss_disc_real_0: 0.09158238768577576 (0.11335569876803166) | > loss_disc_real_1: 0.20404422283172607 (0.20019420867331286) | > loss_disc_real_2: 0.1973075568675995 (0.21479940214795928) | > loss_disc_real_3: 0.2389129251241684 (0.22349580580537967) | > loss_disc_real_4: 0.174404114484787 (0.21473153398938155) | > loss_disc_real_5: 0.20270031690597534 (0.21026261571491733) | > loss_0: 2.2227895259857178 (2.261415445063103) | > grad_norm_0: tensor(21.1505, device='cuda:0') (tensor(18.1928, device='cuda:0')) | > loss_gen: 2.616806745529175 (2.6164340174369265) | > loss_kl: 1.7265492677688599 (1.6716411507300781) | > loss_feat: 7.183219909667969 (7.373645937613893) | > loss_mel: 19.57115936279297 (19.74376835435201) | > loss_duration: 2.1634013652801514 (2.097788809589222) | > loss_1: 33.26113510131836 (33.503278330752714) | > grad_norm_1: tensor(473.0827, device='cuda:0') (tensor(216.9393, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.399 (0.37210503149260743) | > loader_time: 0.005 (0.003970362923362039)  --> TIME: 2024-06-10 20:34:47 -- STEP: 234/330 -- GLOBAL_STEP: 130475 | > loss_disc: 2.3191957473754883 (2.2636370862651076) | > loss_disc_real_0: 0.18172326683998108 (0.113772637091386) | > loss_disc_real_1: 0.21982018649578094 (0.2002747402104557) | > loss_disc_real_2: 0.2597931921482086 (0.2152354400127362) | > loss_disc_real_3: 0.23166710138320923 (0.223690039709083) | > loss_disc_real_4: 0.2602402865886688 (0.2153372739115332) | > loss_disc_real_5: 0.22867438197135925 (0.21050858211058837) | > loss_0: 2.3191957473754883 (2.2636370862651076) | > grad_norm_0: tensor(61.7265, device='cuda:0') (tensor(20.0841, device='cuda:0')) | > loss_gen: 2.732970714569092 (2.615506682640467) | > loss_kl: 1.519169569015503 (1.667944955010699) | > loss_feat: 7.158052921295166 (7.365595829792512) | > loss_mel: 18.528209686279297 (19.723840094020225) | > loss_duration: 2.1587371826171875 (2.1045064335195436) | > loss_1: 32.09714126586914 (33.4773940387954) | > grad_norm_1: tensor(511.8094, device='cuda:0') (tensor(233.5858, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.4149 (0.3758897210797693) | > loader_time: 0.0055 (0.004102277959513867)  --> TIME: 2024-06-10 20:34:58 -- STEP: 259/330 -- GLOBAL_STEP: 130500 | > loss_disc: 2.3816118240356445 (2.2689310869194825) | > loss_disc_real_0: 0.1837613731622696 (0.11458042970207667) | > loss_disc_real_1: 0.24779197573661804 (0.20088943666472855) | > loss_disc_real_2: 0.23393014073371887 (0.2150032668730467) | > loss_disc_real_3: 0.23879079520702362 (0.2236740753112152) | > loss_disc_real_4: 0.21465809643268585 (0.21528641189157272) | > loss_disc_real_5: 0.1956966370344162 (0.21045153884353784) | > loss_0: 2.3816118240356445 (2.2689310869194825) | > grad_norm_0: tensor(16.1335, device='cuda:0') (tensor(21.3735, device='cuda:0')) | > loss_gen: 2.7635505199432373 (2.616357401070908) | > loss_kl: 1.6192163228988647 (1.6651043514487365) | > loss_feat: 7.239466190338135 (7.38920766322309) | > loss_mel: 20.00499725341797 (19.717764438349306) | > loss_duration: 2.199188232421875 (2.1102286425336447) | > loss_1: 33.826416015625 (33.49866257303011) | > grad_norm_1: tensor(265.1982, device='cuda:0') (tensor(246.6080, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.4181 (0.37980137184319807) | > loader_time: 0.0057 (0.004250236459680506) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_130500.pth  --> TIME: 2024-06-10 20:35:13 -- STEP: 284/330 -- GLOBAL_STEP: 130525 | > loss_disc: 2.1615395545959473 (2.269282769149459) | > loss_disc_real_0: 0.08906668424606323 (0.11401820586810649) | > loss_disc_real_1: 0.2411600649356842 (0.20210663853606706) | > loss_disc_real_2: 0.20558832585811615 (0.21506918358131194) | > loss_disc_real_3: 0.18626442551612854 (0.2231842466223407) | > loss_disc_real_4: 0.2097700983285904 (0.21509661945238923) | > loss_disc_real_5: 0.20536504685878754 (0.21023742104290236) | > loss_0: 2.1615395545959473 (2.269282769149459) | > grad_norm_0: tensor(63.4005, device='cuda:0') (tensor(22.4443, device='cuda:0')) | > loss_gen: 2.639413595199585 (2.6216605037031036) | > loss_kl: 1.5524017810821533 (1.6614068985824852) | > loss_feat: 7.601778030395508 (7.412681173270856) | > loss_mel: 19.00025749206543 (19.687085252412604) | > loss_duration: 2.2110819816589355 (2.118025042641331) | > loss_1: 33.00493240356445 (33.50085893819032) | > grad_norm_1: tensor(527.3770, device='cuda:0') (tensor(255.9123, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.4528 (0.3851296775777575) | > loader_time: 0.0067 (0.00442331441691224)  --> TIME: 2024-06-10 20:35:25 -- STEP: 309/330 -- GLOBAL_STEP: 130550 | > loss_disc: 2.517078399658203 (2.2727120593913552) | > loss_disc_real_0: 0.09377904236316681 (0.11523195616539242) | > loss_disc_real_1: 0.18697744607925415 (0.20231445437496146) | > loss_disc_real_2: 0.2771631181240082 (0.2151608186439403) | > loss_disc_real_3: 0.2067783921957016 (0.22296900569813913) | > loss_disc_real_4: 0.1749979704618454 (0.21513718004944254) | > loss_disc_real_5: 0.204390749335289 (0.2101548983923439) | > loss_0: 2.517078399658203 (2.2727120593913552) | > grad_norm_0: tensor(26.1944, device='cuda:0') (tensor(24.4041, device='cuda:0')) | > loss_gen: 2.2955422401428223 (2.6199916088079567) | > loss_kl: 1.6939250230789185 (1.6592215492501607) | > loss_feat: 6.32028341293335 (7.421835160178274) | > loss_mel: 17.364639282226562 (19.629862418066722) | > loss_duration: 2.2662014961242676 (2.1281687287450985) | > loss_1: 29.94059181213379 (33.45907952638891) | > grad_norm_1: tensor(407.4371, device='cuda:0') (tensor(269.5850, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.5232 (0.3928929316573159) | > loader_time: 0.0069 (0.0046127992154710905)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3821427822113037 (2.3821427822113037) | > loss_disc_real_0: 0.08656717836856842 (0.08656717836856842) | > loss_disc_real_1: 0.22590592503547668 (0.22590592503547668) | > loss_disc_real_2: 0.18705607950687408 (0.18705607950687408) | > loss_disc_real_3: 0.20925749838352203 (0.20925749838352203) | > loss_disc_real_4: 0.2314717173576355 (0.2314717173576355) | > loss_disc_real_5: 0.2175440639257431 (0.2175440639257431) | > loss_0: 2.3821427822113037 (2.3821427822113037) | > loss_gen: 2.2490756511688232 (2.2490756511688232) | > loss_kl: 1.2327038049697876 (1.2327038049697876) | > loss_feat: 6.032352447509766 (6.032352447509766) | > loss_mel: 17.580793380737305 (17.580793380737305) | > loss_duration: 2.8028931617736816 (2.8028931617736816) | > loss_1: 29.897817611694336 (29.897817611694336)  --> STEP: 1 | > loss_disc: 2.137012481689453 (2.137012481689453) | > loss_disc_real_0: 0.06136535480618477 (0.06136535480618477) | > loss_disc_real_1: 0.21248871088027954 (0.21248871088027954) | > loss_disc_real_2: 0.166999951004982 (0.166999951004982) | > loss_disc_real_3: 0.18702802062034607 (0.18702802062034607) | > loss_disc_real_4: 0.21233052015304565 (0.21233052015304565) | > loss_disc_real_5: 0.24660144746303558 (0.24660144746303558) | > loss_0: 2.137012481689453 (2.137012481689453) | > loss_gen: 2.3192529678344727 (2.3192529678344727) | > loss_kl: 2.338183879852295 (2.338183879852295) | > loss_feat: 5.7905755043029785 (5.7905755043029785) | > loss_mel: 19.404460906982422 (19.404460906982422) | > loss_duration: 2.3486146926879883 (2.3486146926879883) | > loss_1: 32.201087951660156 (32.201087951660156)  --> STEP: 2 | > loss_disc: 2.2665085792541504 (2.2017605304718018) | > loss_disc_real_0: 0.041725654155015945 (0.05154550448060036) | > loss_disc_real_1: 0.1894821971654892 (0.20098545402288437) | > loss_disc_real_2: 0.344348669052124 (0.255674310028553) | > loss_disc_real_3: 0.2539993226528168 (0.22051367163658142) | > loss_disc_real_4: 0.28423571586608887 (0.24828311800956726) | > loss_disc_real_5: 0.20246055722236633 (0.22453100234270096) | > loss_0: 2.2665085792541504 (2.2017605304718018) | > loss_gen: 2.749419689178467 (2.5343363285064697) | > loss_kl: 1.6601208448410034 (1.9991523623466492) | > loss_feat: 7.173245906829834 (6.481910705566406) | > loss_mel: 22.093891143798828 (20.749176025390625) | > loss_duration: 2.4064433574676514 (2.37752902507782) | > loss_1: 36.08312225341797 (34.14210510253906)  --> STEP: 3 | > loss_disc: 2.230757236480713 (2.211426099141439) | > loss_disc_real_0: 0.06399542093276978 (0.055695476631323494) | > loss_disc_real_1: 0.2244582176208496 (0.20880970855553946) | > loss_disc_real_2: 0.2141520380973816 (0.24183355271816254) | > loss_disc_real_3: 0.18318936228752136 (0.20807223518689474) | > loss_disc_real_4: 0.22805507481098175 (0.2415404369433721) | > loss_disc_real_5: 0.19402477145195007 (0.21436225871245065) | > loss_0: 2.230757236480713 (2.211426099141439) | > loss_gen: 2.3297581672668457 (2.4661436080932617) | > loss_kl: 1.8466190099716187 (1.9483079115549724) | > loss_feat: 7.502707004547119 (6.8221761385599775) | > loss_mel: 21.06569480895996 (20.854682286580402) | > loss_duration: 2.2023768424987793 (2.3191449642181396) | > loss_1: 34.9471549987793 (34.410455067952476)  --> STEP: 4 | > loss_disc: 2.168027639389038 (2.2005764842033386) | > loss_disc_real_0: 0.07250501960515976 (0.05989786237478256) | > loss_disc_real_1: 0.18915143609046936 (0.20389514043927193) | > loss_disc_real_2: 0.19335320591926575 (0.22971346601843834) | > loss_disc_real_3: 0.2644956111907959 (0.22217807918787003) | > loss_disc_real_4: 0.2748487889766693 (0.2498675249516964) | > loss_disc_real_5: 0.2988823652267456 (0.2354922853410244) | > loss_0: 2.168027639389038 (2.2005764842033386) | > loss_gen: 2.7158074378967285 (2.5285595655441284) | > loss_kl: 1.8339884281158447 (1.9197280406951904) | > loss_feat: 8.084368705749512 (7.137724280357361) | > loss_mel: 20.74448013305664 (20.827131748199463) | > loss_duration: 2.2451963424682617 (2.30065780878067) | > loss_1: 35.623844146728516 (34.713802337646484)  --> STEP: 5 | > loss_disc: 1.9197907447814941 (2.1444193363189696) | > loss_disc_real_0: 0.07949025928974152 (0.06381634175777436) | > loss_disc_real_1: 0.26268160343170166 (0.21565243303775788) | > loss_disc_real_2: 0.18819355964660645 (0.22140948474407196) | > loss_disc_real_3: 0.2561298608779907 (0.22896843552589416) | > loss_disc_real_4: 0.2625318467617035 (0.2524003893136978) | > loss_disc_real_5: 0.1791200190782547 (0.22421783208847046) | > loss_0: 1.9197907447814941 (2.1444193363189696) | > loss_gen: 3.062635660171509 (2.6353747844696045) | > loss_kl: 2.18158221244812 (1.9720988750457764) | > loss_feat: 7.481447219848633 (7.206468868255615) | > loss_mel: 22.332862854003906 (21.12827796936035) | > loss_duration: 2.3088488578796387 (2.302296018600464) | > loss_1: 37.36737823486328 (35.24451751708985)  --> STEP: 6 | > loss_disc: 2.046189785003662 (2.128047744433085) | > loss_disc_real_0: 0.029270721599459648 (0.05805873839805523) | > loss_disc_real_1: 0.19947673380374908 (0.21295648316542307) | > loss_disc_real_2: 0.24621668457984924 (0.22554401805003485) | > loss_disc_real_3: 0.2004852592945099 (0.2242212394873301) | > loss_disc_real_4: 0.16235391795635223 (0.23739264408747354) | > loss_disc_real_5: 0.17678745090961456 (0.21631276855866113) | > loss_0: 2.046189785003662 (2.128047744433085) | > loss_gen: 2.4123568534851074 (2.5982051293055215) | > loss_kl: 1.7284976243972778 (1.9314986666043599) | > loss_feat: 7.36950159072876 (7.233640988667806) | > loss_mel: 21.03667640686035 (21.11301104227702) | > loss_duration: 2.1029911041259766 (2.269078532854716) | > loss_1: 34.6500244140625 (35.14543533325195)  --> STEP: 7 | > loss_disc: 1.9281737804412842 (2.099494321005685) | > loss_disc_real_0: 0.07293844223022461 (0.060184410374079435) | > loss_disc_real_1: 0.2377261519432068 (0.21649500727653503) | > loss_disc_real_2: 0.1720738410949707 (0.21790542134216853) | > loss_disc_real_3: 0.16507640480995178 (0.21577197739056178) | > loss_disc_real_4: 0.24050620198249817 (0.23783743807247706) | > loss_disc_real_5: 0.17791186273097992 (0.2108269248689924) | > loss_0: 1.9281737804412842 (2.099494321005685) | > loss_gen: 2.662879228591919 (2.6074442863464355) | > loss_kl: 2.5318381786346436 (2.0172614540372575) | > loss_feat: 8.72818660736084 (7.447147505623954) | > loss_mel: 21.28250503540039 (21.137224469866073) | > loss_duration: 2.379500389099121 (2.284853083746774) | > loss_1: 37.58491134643555 (35.493931906563894)  --> STEP: 8 | > loss_disc: 2.3389992713928223 (2.129432439804077) | > loss_disc_real_0: 0.05760624632239342 (0.05986213986761868) | > loss_disc_real_1: 0.17102354764938354 (0.2108110748231411) | > loss_disc_real_2: 0.17219848930835724 (0.21219205483794212) | > loss_disc_real_3: 0.159048393368721 (0.2086815293878317) | > loss_disc_real_4: 0.2557465732097626 (0.24007607996463776) | > loss_disc_real_5: 0.2274186909198761 (0.21290089562535286) | > loss_0: 2.3389992713928223 (2.129432439804077) | > loss_gen: 2.092642307281494 (2.543094038963318) | > loss_kl: 2.161957025527954 (2.0353484004735947) | > loss_feat: 9.037959098815918 (7.645998954772949) | > loss_mel: 20.817699432373047 (21.097283840179443) | > loss_duration: 2.185987949371338 (2.2724949419498444) | > loss_1: 36.29624938964844 (35.59422159194946)  --> STEP: 9 | > loss_disc: 2.2898101806640625 (2.14725218878852) | > loss_disc_real_0: 0.11740706861019135 (0.06625602083901565) | > loss_disc_real_1: 0.1345611810684204 (0.20233886440594992) | > loss_disc_real_2: 0.16734053194522858 (0.2072085522943073) | > loss_disc_real_3: 0.22868196666240692 (0.21090380019611782) | > loss_disc_real_4: 0.23080307245254517 (0.23904574579662746) | > loss_disc_real_5: 0.15221984684467316 (0.206158556871944) | > loss_0: 2.2898101806640625 (2.14725218878852) | > loss_gen: 2.6828389167785645 (2.5586212476094565) | > loss_kl: 2.1161649227142334 (2.0443280140558877) | > loss_feat: 12.09419059753418 (8.140242470635307) | > loss_mel: 22.039228439331055 (21.20194435119629) | > loss_duration: 2.093550205230713 (2.2526121934254966) | > loss_1: 41.02597427368164 (36.19774966769748)  --> STEP: 10 | > loss_disc: 2.5296008586883545 (2.1854870557785033) | > loss_disc_real_0: 0.09392876923084259 (0.06902329567819834) | > loss_disc_real_1: 0.21970319747924805 (0.20407529771327973) | > loss_disc_real_2: 0.30491840839385986 (0.21697953790426255) | > loss_disc_real_3: 0.2706735134124756 (0.2168807715177536) | > loss_disc_real_4: 0.22560831904411316 (0.23770200312137604) | > loss_disc_real_5: 0.32500165700912476 (0.21804286688566207) | > loss_0: 2.5296008586883545 (2.1854870557785033) | > loss_gen: 2.4003665447235107 (2.542795777320862) | > loss_kl: 1.7866456508636475 (2.0185597777366637) | > loss_feat: 5.962268352508545 (7.922445058822632) | > loss_mel: 17.023937225341797 (20.78414363861084) | > loss_duration: 2.263747215270996 (2.253725695610046) | > loss_1: 29.436962127685547 (35.52167091369629)  --> STEP: 11 | > loss_disc: 2.0941526889801025 (2.1771839315241035) | > loss_disc_real_0: 0.09220708906650543 (0.07113091325895353) | > loss_disc_real_1: 0.13167156279087067 (0.19749313999306073) | > loss_disc_real_2: 0.1608242392539978 (0.21187451075423847) | > loss_disc_real_3: 0.1331549733877182 (0.20926933532411401) | > loss_disc_real_4: 0.17255446314811707 (0.2317794994874434) | > loss_disc_real_5: 0.20759497582912445 (0.21709305860779501) | > loss_0: 2.0941526889801025 (2.1771839315241035) | > loss_gen: 2.3583297729492188 (2.5260261405598032) | > loss_kl: 2.305316686630249 (2.0446285876360806) | > loss_feat: 8.530238151550293 (7.977698976343328) | > loss_mel: 20.563631057739258 (20.764097040349785) | > loss_duration: 2.4532272815704346 (2.271862203424627) | > loss_1: 36.21074295043945 (35.584313826127485)  --> STEP: 12 | > loss_disc: 2.2872214317321777 (2.1863537232081094) | > loss_disc_real_0: 0.05273233354091644 (0.06959769828245044) | > loss_disc_real_1: 0.2511085569858551 (0.2019610914091269) | > loss_disc_real_2: 0.23601390421390533 (0.21388612687587738) | > loss_disc_real_3: 0.28860846161842346 (0.21588092918197313) | > loss_disc_real_4: 0.25045669078826904 (0.23333593209584555) | > loss_disc_real_5: 0.21000313758850098 (0.2165022318561872) | > loss_0: 2.2872214317321777 (2.1863537232081094) | > loss_gen: 2.5542006492614746 (2.5283740162849426) | > loss_kl: 1.8641389608383179 (2.0295877854029336) | > loss_feat: 6.164283752441406 (7.826581041018168) | > loss_mel: 18.771175384521484 (20.598020235697426) | > loss_duration: 2.2403764724731445 (2.2692383925120034) | > loss_1: 31.59417724609375 (35.25180244445801)  --> STEP: 13 | > loss_disc: 2.01428484916687 (2.173117655974168) | > loss_disc_real_0: 0.07110537588596344 (0.06971367348272067) | > loss_disc_real_1: 0.15250612795352936 (0.19815686345100403) | > loss_disc_real_2: 0.14970657229423523 (0.2089492380619049) | > loss_disc_real_3: 0.21689516305923462 (0.21595894717253172) | > loss_disc_real_4: 0.17302022874355316 (0.22869626260720766) | > loss_disc_real_5: 0.16203661262989044 (0.21231256883877975) | > loss_0: 2.01428484916687 (2.173117655974168) | > loss_gen: 2.431135416030884 (2.5208941239577074) | > loss_kl: 2.038811445236206 (2.0302972976978007) | > loss_feat: 9.108515739440918 (7.925191402435303) | > loss_mel: 19.71375274658203 (20.52999965961163) | > loss_duration: 2.104558229446411 (2.2565706876608043) | > loss_1: 35.39677429199219 (35.26295412503756)  --> STEP: 14 | > loss_disc: 2.1423068046569824 (2.170916880880083) | > loss_disc_real_0: 0.0623452365398407 (0.06918735655822925) | > loss_disc_real_1: 0.13401813805103302 (0.19357552592243468) | > loss_disc_real_2: 0.20253649353981018 (0.20849118488175528) | > loss_disc_real_3: 0.21131040155887604 (0.21562690820012773) | > loss_disc_real_4: 0.24679824709892273 (0.22998926149947302) | > loss_disc_real_5: 0.15164145827293396 (0.20797891808407648) | > loss_0: 2.1423068046569824 (2.170916880880083) | > loss_gen: 2.3401150703430176 (2.507981334413801) | > loss_kl: 2.488342046737671 (2.063014779772077) | > loss_feat: 8.293560981750488 (7.95150351524353) | > loss_mel: 22.494367599487305 (20.670311655317033) | > loss_duration: 2.380242347717285 (2.2654043776648387) | > loss_1: 37.99662780761719 (35.458216530936106)  --> STEP: 15 | > loss_disc: 2.330371856689453 (2.181547212600708) | > loss_disc_real_0: 0.052345119416713715 (0.06806454074879488) | > loss_disc_real_1: 0.241448312997818 (0.19676704506079357) | > loss_disc_real_2: 0.1609772890806198 (0.20532359182834625) | > loss_disc_real_3: 0.23279516398906708 (0.21677145858605704) | > loss_disc_real_4: 0.27528098225593567 (0.23300870954990388) | > loss_disc_real_5: 0.22693052887916565 (0.20924235880374908) | > loss_0: 2.330371856689453 (2.181547212600708) | > loss_gen: 2.2878012657165527 (2.493302663167318) | > loss_kl: 2.902097702026367 (2.1189536412556964) | > loss_feat: 6.059027194976807 (7.8253384272257485) | > loss_mel: 19.19114875793457 (20.571700795491537) | > loss_duration: 2.29502272605896 (2.2673789342244466) | > loss_1: 32.7350959777832 (35.27667516072591)  --> STEP: 16 | > loss_disc: 2.0639500617980957 (2.1741973906755447) | > loss_disc_real_0: 0.039765894412994385 (0.06629587535280734) | > loss_disc_real_1: 0.19702425599098206 (0.19678312074393034) | > loss_disc_real_2: 0.2331918329000473 (0.20706535689532757) | > loss_disc_real_3: 0.1916523426771164 (0.21520151384174824) | > loss_disc_real_4: 0.20290789008140564 (0.23112740833312273) | > loss_disc_real_5: 0.23326680064201355 (0.2107438864186406) | > loss_0: 2.0639500617980957 (2.1741973906755447) | > loss_gen: 2.5980148315429688 (2.499847173690796) | > loss_kl: 1.6493552923202515 (2.0896037444472313) | > loss_feat: 7.591256141662598 (7.810708284378052) | > loss_mel: 20.852699279785156 (20.589263200759888) | > loss_duration: 2.3275723457336426 (2.2711410224437714) | > loss_1: 35.018898010253906 (35.26056408882141)  --> STEP: 17 | > loss_disc: 2.332226276397705 (2.1834932074827305) | > loss_disc_real_0: 0.07304566353559494 (0.06669292171650074) | > loss_disc_real_1: 0.25155752897262573 (0.200005144757383) | > loss_disc_real_2: 0.2313702553510666 (0.20849505680448868) | > loss_disc_real_3: 0.24855056405067444 (0.21716322267756744) | > loss_disc_real_4: 0.16256865859031677 (0.22709454070119298) | > loss_disc_real_5: 0.1858338713645935 (0.20927859141546137) | > loss_0: 2.332226276397705 (2.1834932074827305) | > loss_gen: 2.2698683738708496 (2.4863190089955047) | > loss_kl: 1.883392572402954 (2.0774736755034504) | > loss_feat: 6.169066429138184 (7.714141116422765) | > loss_mel: 19.40537452697754 (20.519622690537396) | > loss_duration: 2.35465931892395 (2.2760538634131935) | > loss_1: 32.082359313964844 (35.07361086677103)  --> STEP: 18 | > loss_disc: 2.0035526752471924 (2.173496511247423) | > loss_disc_real_0: 0.10146413743495941 (0.06862465592308177) | > loss_disc_real_1: 0.09870811551809311 (0.19437753202186692) | > loss_disc_real_2: 0.09206362068653107 (0.20202664368682438) | > loss_disc_real_3: 0.11428270488977432 (0.21144763835602337) | > loss_disc_real_4: 0.1289038062095642 (0.2216394998961025) | > loss_disc_real_5: 0.1056964248418808 (0.203524026605818) | > loss_0: 2.0035526752471924 (2.173496511247423) | > loss_gen: 2.3816332817077637 (2.480503135257297) | > loss_kl: 1.866034984588623 (2.065727081563738) | > loss_feat: 12.000459671020508 (7.952269925011529) | > loss_mel: 22.390146255493164 (20.62354066636827) | > loss_duration: 2.2074294090270996 (2.272241393725077) | > loss_1: 40.845703125 (35.39428265889486)  --> STEP: 19 | > loss_disc: 2.4958605766296387 (2.1904630410043815) | > loss_disc_real_0: 0.11624912917613983 (0.07113120714692693) | > loss_disc_real_1: 0.21373072266578674 (0.19539612100312584) | > loss_disc_real_2: 0.17883537709712982 (0.2008060507084194) | > loss_disc_real_3: 0.19524294137954712 (0.21059475956778778) | > loss_disc_real_4: 0.21874409914016724 (0.22148711038263222) | > loss_disc_real_5: 0.1665378212928772 (0.2015773842209264) | > loss_0: 2.4958605766296387 (2.1904630410043815) | > loss_gen: 1.9787803888320923 (2.4540966749191284) | > loss_kl: 1.6612327098846436 (2.0444379041069434) | > loss_feat: 7.011582851409912 (7.902760079032497) | > loss_mel: 18.228208541870117 (20.49747055455258) | > loss_duration: 2.2976624965667725 (2.273579346506219) | > loss_1: 31.177467346191406 (35.17234501085783)  --> STEP: 20 | > loss_disc: 2.4300670623779297 (2.202443242073059) | > loss_disc_real_0: 0.09810931980609894 (0.07248011277988553) | > loss_disc_real_1: 0.29503539204597473 (0.2003780845552683) | > loss_disc_real_2: 0.2231379598379135 (0.2019226461648941) | > loss_disc_real_3: 0.2002631276845932 (0.21007817797362804) | > loss_disc_real_4: 0.1864885538816452 (0.21973718255758284) | > loss_disc_real_5: 0.22315086424350739 (0.20265605822205543) | > loss_0: 2.4300670623779297 (2.202443242073059) | > loss_gen: 2.1929266452789307 (2.4410381734371187) | > loss_kl: 1.9072062969207764 (2.037576323747635) | > loss_feat: 6.087629318237305 (7.812003540992737) | > loss_mel: 17.03795051574707 (20.324494552612304) | > loss_duration: 2.3412506580352783 (2.276962912082672) | > loss_1: 29.566965103149414 (34.89207601547241)  --> STEP: 21 | > loss_disc: 2.1151208877563477 (2.1982850347246443) | > loss_disc_real_0: 0.04581444710493088 (0.07121031917631626) | > loss_disc_real_1: 0.18397796154022217 (0.19959712631645657) | > loss_disc_real_2: 0.19923311471939087 (0.20179457323891775) | > loss_disc_real_3: 0.19585849344730377 (0.20940105013904117) | > loss_disc_real_4: 0.24690142273902893 (0.22103071780431838) | > loss_disc_real_5: 0.2108653038740158 (0.2030469746816726) | > loss_0: 2.1151208877563477 (2.1982850347246443) | > loss_gen: 2.497122049331665 (2.443708834194002) | > loss_kl: 1.4262603521347046 (2.0084660393851146) | > loss_feat: 7.159035682678223 (7.780909833453951) | > loss_mel: 17.758556365966797 (20.2023070199149) | > loss_duration: 2.1421847343444824 (2.2705449036189487) | > loss_1: 30.9831600189209 (34.70593715849377)  --> STEP: 22 | > loss_disc: 2.34983491897583 (2.2051736658269707) | > loss_disc_real_0: 0.061590999364852905 (0.0707730773667043) | > loss_disc_real_1: 0.26843810081481934 (0.2027262615209276) | > loss_disc_real_2: 0.171114981174469 (0.20040004632689737) | > loss_disc_real_3: 0.15028665959835052 (0.2067140323871916) | > loss_disc_real_4: 0.23656947910785675 (0.2217370251362974) | > loss_disc_real_5: 0.28129714727401733 (0.20660380070859735) | > loss_0: 2.34983491897583 (2.2051736658269707) | > loss_gen: 2.1969783306121826 (2.432493811303919) | > loss_kl: 1.6051737070083618 (1.990134569731626) | > loss_feat: 7.040953159332275 (7.747275439175692) | > loss_mel: 20.683977127075195 (20.224201115694914) | > loss_duration: 2.137523651123047 (2.264498483050953) | > loss_1: 33.66460418701172 (34.65860384160822)  --> STEP: 23 | > loss_disc: 2.481497287750244 (2.217187736345374) | > loss_disc_real_0: 0.06864507496356964 (0.07068055552308974) | > loss_disc_real_1: 0.2206663191318512 (0.20350626402575037) | > loss_disc_real_2: 0.27488142251968384 (0.20363836703093155) | > loss_disc_real_3: 0.266029417514801 (0.20929296217534854) | > loss_disc_real_4: 0.24467988312244415 (0.22273454070091248) | > loss_disc_real_5: 0.2527982294559479 (0.2086122541323952) | > loss_0: 2.481497287750244 (2.217187736345374) | > loss_gen: 2.294029474258423 (2.4264736227367236) | > loss_kl: 2.130859613418579 (1.9962530498919282) | > loss_feat: 6.353593349456787 (7.686680565709653) | > loss_mel: 18.925783157348633 (20.167748160984207) | > loss_duration: 2.267943859100342 (2.2646482820096225) | > loss_1: 31.972209930419922 (34.541804106339164)  --> STEP: 24 | > loss_disc: 2.1645281314849854 (2.214993586142858) | > loss_disc_real_0: 0.09797597676515579 (0.07181786474150915) | > loss_disc_real_1: 0.18550869822502136 (0.20275636545071998) | > loss_disc_real_2: 0.2759459614753723 (0.20665118346611658) | > loss_disc_real_3: 0.25488027930259705 (0.21119243372231722) | > loss_disc_real_4: 0.23054862022399902 (0.22306012734770775) | > loss_disc_real_5: 0.2185407429933548 (0.20902594116826853) | > loss_0: 2.1645281314849854 (2.214993586142858) | > loss_gen: 2.76344633102417 (2.4405141522487006) | > loss_kl: 2.0641255378723145 (1.9990810702244444) | > loss_feat: 8.141291618347168 (7.705622692902883) | > loss_mel: 19.831453323364258 (20.153735876083378) | > loss_duration: 2.390298366546631 (2.2698837021986646) | > loss_1: 35.19061279296875 (34.568837801615395)  --> STEP: 25 | > loss_disc: 2.547046422958374 (2.2282756996154784) | > loss_disc_real_0: 0.06510943174362183 (0.07154952742159366) | > loss_disc_real_1: 0.2526143193244934 (0.20475068360567092) | > loss_disc_real_2: 0.2956630289554596 (0.2102116572856903) | > loss_disc_real_3: 0.17022889852523804 (0.20955389231443405) | > loss_disc_real_4: 0.1896251142024994 (0.22172272682189942) | > loss_disc_real_5: 0.18151339888572693 (0.20792543947696684) | > loss_0: 2.547046422958374 (2.2282756996154784) | > loss_gen: 1.9511170387268066 (2.420938267707825) | > loss_kl: 1.9376763105392456 (1.9966248798370365) | > loss_feat: 6.5942230224609375 (7.661166706085205) | > loss_mel: 18.512126922607422 (20.08807151794434) | > loss_duration: 2.349496364593506 (2.2730682086944585) | > loss_1: 31.34463882446289 (34.4398698425293)  --> STEP: 26 | > loss_disc: 2.7211484909057617 (2.2472323454343357) | > loss_disc_real_0: 0.11633261293172836 (0.07327195378736807) | > loss_disc_real_1: 0.2696385681629181 (0.20724637147325736) | > loss_disc_real_2: 0.21302500367164612 (0.21031986291591936) | > loss_disc_real_3: 0.19439148902893066 (0.2089707229572993) | > loss_disc_real_4: 0.2823605239391327 (0.22405494978794685) | > loss_disc_real_5: 0.26369330286979675 (0.210070357299768) | > loss_0: 2.7211484909057617 (2.2472323454343357) | > loss_gen: 1.7408844232559204 (2.3947823506135206) | > loss_kl: 1.9229363203048706 (1.9937907044704146) | > loss_feat: 3.0126678943634033 (7.482378290249751) | > loss_mel: 16.301225662231445 (19.942423600416916) | > loss_duration: 2.2884225845336914 (2.273658761611352) | > loss_1: 25.266136169433594 (34.08703393202562) --> EVAL PERFORMANCE | > avg_loader_time: 0.002413813884441669 (+3.9531634404108874e-05) | > avg_loss_disc: 2.2472323454343357 (-0.06635246827052166) | > avg_loss_disc_real_0: 0.07327195378736807 (-0.08422614856121631) | > avg_loss_disc_real_1: 0.20724637147325736 (+0.023479942232370377) | > avg_loss_disc_real_2: 0.21031986291591936 (+0.0005350869435530314) | > avg_loss_disc_real_3: 0.2089707229572993 (-0.06092001583713741) | > avg_loss_disc_real_4: 0.22405494978794685 (-0.024641982637918947) | > avg_loss_disc_real_5: 0.210070357299768 (-0.04392242890137896) | > avg_loss_0: 2.2472323454343357 (-0.06635246827052166) | > avg_loss_gen: 2.3947823506135206 (-0.26912242632645844) | > avg_loss_kl: 1.9937907044704146 (+0.013218677960909586) | > avg_loss_feat: 7.482378290249751 (+0.7921924407665548) | > avg_loss_mel: 19.942423600416916 (+0.9154205322265625) | > avg_loss_duration: 2.273658761611352 (-0.008901220101576346) | > avg_loss_1: 34.08703393202562 (+1.4428085180429377)  > EPOCH: 129/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:35:56)   --> TIME: 2024-06-10 20:35:58 -- STEP: 4/330 -- GLOBAL_STEP: 130575 | > loss_disc: 2.353137731552124 (2.3314433097839355) | > loss_disc_real_0: 0.08690390735864639 (0.11534194089472294) | > loss_disc_real_1: 0.18509171903133392 (0.18570515513420105) | > loss_disc_real_2: 0.17503073811531067 (0.22081704065203667) | > loss_disc_real_3: 0.22442275285720825 (0.23163988441228867) | > loss_disc_real_4: 0.23519527912139893 (0.24540486931800842) | > loss_disc_real_5: 0.21294686198234558 (0.22302956134080887) | > loss_0: 2.353137731552124 (2.3314433097839355) | > grad_norm_0: tensor(9.9323, device='cuda:0') (tensor(9.9077, device='cuda:0')) | > loss_gen: 2.3590784072875977 (2.534307539463043) | > loss_kl: 1.5759422779083252 (1.5776550471782684) | > loss_feat: 6.137390613555908 (6.73012387752533) | > loss_mel: 20.28815269470215 (20.072896480560303) | > loss_duration: 2.334639072418213 (2.335079610347748) | > loss_1: 32.69520568847656 (33.25006294250488) | > grad_norm_1: tensor(58.5296, device='cuda:0') (tensor(67.9956, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3496 (0.34355294704437256) | > loader_time: 0.0029 (0.002993345260620117)  --> TIME: 2024-06-10 20:36:07 -- STEP: 29/330 -- GLOBAL_STEP: 130600 | > loss_disc: 2.388742446899414 (2.295087214173942) | > loss_disc_real_0: 0.1261114776134491 (0.11653913775908536) | > loss_disc_real_1: 0.20672686398029327 (0.2027769720759885) | > loss_disc_real_2: 0.2041950225830078 (0.22098725263414712) | > loss_disc_real_3: 0.21755720674991608 (0.22403771301795697) | > loss_disc_real_4: 0.25881609320640564 (0.2218976627136099) | > loss_disc_real_5: 0.22667895257472992 (0.21323345344642114) | > loss_0: 2.388742446899414 (2.295087214173942) | > grad_norm_0: tensor(12.1453, device='cuda:0') (tensor(7.5925, device='cuda:0')) | > loss_gen: 2.363525152206421 (2.5902697135662205) | > loss_kl: 1.5291050672531128 (1.653092889950193) | > loss_feat: 7.261745929718018 (7.256825068901325) | > loss_mel: 20.059600830078125 (20.021534031835095) | > loss_duration: 2.095568895339966 (2.1522394213183174) | > loss_1: 33.309547424316406 (33.673960981697874) | > grad_norm_1: tensor(198.1845, device='cuda:0') (tensor(100.9981, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3374 (0.3441055149867617) | > loader_time: 0.0032 (0.0031918986090298355)  --> TIME: 2024-06-10 20:36:16 -- STEP: 54/330 -- GLOBAL_STEP: 130625 | > loss_disc: 2.2222607135772705 (2.2823700639936657) | > loss_disc_real_0: 0.12196817994117737 (0.11674155784701859) | > loss_disc_real_1: 0.18942292034626007 (0.20098269427264182) | > loss_disc_real_2: 0.22396151721477509 (0.21731733034054437) | > loss_disc_real_3: 0.199683278799057 (0.22165023756247978) | > loss_disc_real_4: 0.20721352100372314 (0.21779772390921912) | > loss_disc_real_5: 0.16187375783920288 (0.20853173677568082) | > loss_0: 2.2222607135772705 (2.2823700639936657) | > grad_norm_0: tensor(8.9563, device='cuda:0') (tensor(8.7812, device='cuda:0')) | > loss_gen: 2.677123785018921 (2.5783889205367476) | > loss_kl: 1.6820935010910034 (1.649559330057215) | > loss_feat: 7.649247169494629 (7.322570783120614) | > loss_mel: 20.224782943725586 (19.836618458783185) | > loss_duration: 2.06789231300354 (2.111596866890236) | > loss_1: 34.30113983154297 (33.49873443886087) | > grad_norm_1: tensor(144.5732, device='cuda:0') (tensor(98.3472, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3423 (0.3455606478231924) | > loader_time: 0.004 (0.0032696591483222116)  --> TIME: 2024-06-10 20:36:25 -- STEP: 79/330 -- GLOBAL_STEP: 130650 | > loss_disc: 2.200395345687866 (2.279119165637826) | > loss_disc_real_0: 0.08882251381874084 (0.11532819021163107) | > loss_disc_real_1: 0.1667659729719162 (0.20160864519922048) | > loss_disc_real_2: 0.17405492067337036 (0.21579623731631267) | > loss_disc_real_3: 0.1832009106874466 (0.2225757876906214) | > loss_disc_real_4: 0.18869607150554657 (0.2176135893486723) | > loss_disc_real_5: 0.1744404286146164 (0.2112456697829162) | > loss_0: 2.200395345687866 (2.279119165637826) | > grad_norm_0: tensor(9.3250, device='cuda:0') (tensor(9.1120, device='cuda:0')) | > loss_gen: 2.6585376262664795 (2.5872439040413386) | > loss_kl: 1.858896017074585 (1.6616637178614169) | > loss_feat: 7.5511474609375 (7.336993652054026) | > loss_mel: 19.223451614379883 (19.829199465015268) | > loss_duration: 2.030984401702881 (2.093631418445443) | > loss_1: 33.32301712036133 (33.508732083477554) | > grad_norm_1: tensor(214.0755, device='cuda:0') (tensor(101.8555, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3646 (0.347348499901687) | > loader_time: 0.0036 (0.003395198266717452)  --> TIME: 2024-06-10 20:36:34 -- STEP: 104/330 -- GLOBAL_STEP: 130675 | > loss_disc: 2.187107801437378 (2.2748628189930553) | > loss_disc_real_0: 0.13087475299835205 (0.11512157159785812) | > loss_disc_real_1: 0.18398906290531158 (0.20090044834292858) | > loss_disc_real_2: 0.19511198997497559 (0.21645724028348923) | > loss_disc_real_3: 0.19750623404979706 (0.22272274671838835) | > loss_disc_real_4: 0.19892945885658264 (0.21757959273572153) | > loss_disc_real_5: 0.1939985752105713 (0.2123398777957146) | > loss_0: 2.187107801437378 (2.2748628189930553) | > grad_norm_0: tensor(12.3542, device='cuda:0') (tensor(9.8376, device='cuda:0')) | > loss_gen: 2.7648706436157227 (2.596402489222013) | > loss_kl: 1.802147626876831 (1.6709617043916996) | > loss_feat: 8.139965057373047 (7.371280202498803) | > loss_mel: 19.681344985961914 (19.81737919954154) | > loss_duration: 2.099208354949951 (2.0888358366030912) | > loss_1: 34.4875373840332 (33.544859354312614) | > grad_norm_1: tensor(361.1792, device='cuda:0') (tensor(130.4889, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3528 (0.34947935892985404) | > loader_time: 0.004 (0.0035236065204326925)  --> TIME: 2024-06-10 20:36:43 -- STEP: 129/330 -- GLOBAL_STEP: 130700 | > loss_disc: 2.0918025970458984 (2.2634177984193324) | > loss_disc_real_0: 0.10270312428474426 (0.11381835175692573) | > loss_disc_real_1: 0.20301178097724915 (0.20037890462450283) | > loss_disc_real_2: 0.20908404886722565 (0.21477323989997538) | > loss_disc_real_3: 0.2271130532026291 (0.22094865328119706) | > loss_disc_real_4: 0.1854715645313263 (0.21627880240133565) | > loss_disc_real_5: 0.18678362667560577 (0.21059148972348649) | > loss_0: 2.0918025970458984 (2.2634177984193324) | > grad_norm_0: tensor(16.8408, device='cuda:0') (tensor(11.2142, device='cuda:0')) | > loss_gen: 2.9349756240844727 (2.6088401106900947) | > loss_kl: 1.6181323528289795 (1.664371930351553) | > loss_feat: 7.847082614898682 (7.394673085027887) | > loss_mel: 20.56806182861328 (19.825830089953527) | > loss_duration: 2.053518295288086 (2.0867386261622114) | > loss_1: 35.021766662597656 (33.58045375439548) | > grad_norm_1: tensor(240.9935, device='cuda:0') (tensor(158.4794, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3657 (0.3518005895984264) | > loader_time: 0.0039 (0.0036326138548148693)  --> TIME: 2024-06-10 20:36:52 -- STEP: 154/330 -- GLOBAL_STEP: 130725 | > loss_disc: 2.3453407287597656 (2.269412385952938) | > loss_disc_real_0: 0.2193676382303238 (0.11515949606024602) | > loss_disc_real_1: 0.22751778364181519 (0.20011283060559984) | > loss_disc_real_2: 0.25304579734802246 (0.2158291907860087) | > loss_disc_real_3: 0.2574225068092346 (0.22240066741194045) | > loss_disc_real_4: 0.26964548230171204 (0.21725050708303204) | > loss_disc_real_5: 0.2242044359445572 (0.21063776217497787) | > loss_0: 2.3453407287597656 (2.269412385952938) | > grad_norm_0: tensor(14.7023, device='cuda:0') (tensor(12.1748, device='cuda:0')) | > loss_gen: 2.7255818843841553 (2.6122893451096174) | > loss_kl: 1.6265761852264404 (1.6637933710952857) | > loss_feat: 7.176961898803711 (7.413165792242273) | > loss_mel: 19.398866653442383 (19.83990753471078) | > loss_duration: 2.0827269554138184 (2.0869021253152336) | > loss_1: 33.010711669921875 (33.61605799043333) | > grad_norm_1: tensor(263.8105, device='cuda:0') (tensor(170.3734, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.366 (0.3542341814412699) | > loader_time: 0.0043 (0.003758568268317681)  --> TIME: 2024-06-10 20:37:02 -- STEP: 179/330 -- GLOBAL_STEP: 130750 | > loss_disc: 2.3195693492889404 (2.2724638358174754) | > loss_disc_real_0: 0.15743127465248108 (0.11598907567186065) | > loss_disc_real_1: 0.17179691791534424 (0.20013295813312748) | > loss_disc_real_2: 0.22312887012958527 (0.2158641438910415) | > loss_disc_real_3: 0.23513689637184143 (0.22209889104579414) | > loss_disc_real_4: 0.22368332743644714 (0.21699603884246763) | > loss_disc_real_5: 0.22020840644836426 (0.21123069508115672) | > loss_0: 2.3195693492889404 (2.2724638358174754) | > grad_norm_0: tensor(53.2549, device='cuda:0') (tensor(14.1363, device='cuda:0')) | > loss_gen: 2.5748822689056396 (2.608428901800229) | > loss_kl: 1.8387558460235596 (1.668668622411163) | > loss_feat: 7.929714679718018 (7.399994136234901) | > loss_mel: 19.769344329833984 (19.82815463316508) | > loss_duration: 2.1261892318725586 (2.090749890444665) | > loss_1: 34.238887786865234 (33.59599601489874) | > grad_norm_1: tensor(498.7979, device='cuda:0') (tensor(193.8327, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3988 (0.35936510229909885) | > loader_time: 0.0049 (0.0038908420328321405)  --> TIME: 2024-06-10 20:37:12 -- STEP: 204/330 -- GLOBAL_STEP: 130775 | > loss_disc: 2.229875087738037 (2.2710473105019218) | > loss_disc_real_0: 0.10633111745119095 (0.1157335294775811) | > loss_disc_real_1: 0.17111238837242126 (0.20072173268771643) | > loss_disc_real_2: 0.19356849789619446 (0.21474793093169436) | > loss_disc_real_3: 0.21055319905281067 (0.22201255058833197) | > loss_disc_real_4: 0.223595529794693 (0.21556100987044036) | > loss_disc_real_5: 0.20320038497447968 (0.21086266308146365) | > loss_0: 2.229875087738037 (2.2710473105019218) | > grad_norm_0: tensor(37.5370, device='cuda:0') (tensor(15.8876, device='cuda:0')) | > loss_gen: 2.6672449111938477 (2.6135336616460014) | > loss_kl: 1.6205463409423828 (1.6712938646475475) | > loss_feat: 7.808250904083252 (7.421207710808399) | > loss_mel: 19.768569946289062 (19.790512561798106) | > loss_duration: 2.0982794761657715 (2.0965620098160764) | > loss_1: 33.962890625 (33.59310963574579) | > grad_norm_1: tensor(270.3729, device='cuda:0') (tensor(206.7857, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3841 (0.36281858238519404) | > loader_time: 0.0047 (0.004016709093954049)  --> TIME: 2024-06-10 20:37:23 -- STEP: 229/330 -- GLOBAL_STEP: 130800 | > loss_disc: 2.2312028408050537 (2.2694752372508495) | > loss_disc_real_0: 0.09511029720306396 (0.11499532769275546) | > loss_disc_real_1: 0.18736593425273895 (0.20076532863633603) | > loss_disc_real_2: 0.20283111929893494 (0.21527185170671304) | > loss_disc_real_3: 0.24510252475738525 (0.22217223503704153) | > loss_disc_real_4: 0.22805482149124146 (0.21617616660990568) | > loss_disc_real_5: 0.2302764505147934 (0.21046483230382595) | > loss_0: 2.2312028408050537 (2.2694752372508495) | > grad_norm_0: tensor(30.3005, device='cuda:0') (tensor(17.6342, device='cuda:0')) | > loss_gen: 2.6301026344299316 (2.6202809529533555) | > loss_kl: 1.6622575521469116 (1.6684199248859455) | > loss_feat: 7.769936561584473 (7.435648008204964) | > loss_mel: 20.086158752441406 (19.755636856545536) | > loss_duration: 2.185610771179199 (2.1034209192059454) | > loss_1: 34.334068298339844 (33.583406556641705) | > grad_norm_1: tensor(491.6843, device='cuda:0') (tensor(227.5396, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.3984 (0.3668891977535065) | > loader_time: 0.0063 (0.004166834219053843)  --> TIME: 2024-06-10 20:37:33 -- STEP: 254/330 -- GLOBAL_STEP: 130825 | > loss_disc: 2.256744623184204 (2.2680727731524497) | > loss_disc_real_0: 0.12480651587247849 (0.11525806507433026) | > loss_disc_real_1: 0.18001973628997803 (0.20134820554434787) | > loss_disc_real_2: 0.23246154189109802 (0.21528833723209034) | > loss_disc_real_3: 0.23713035881519318 (0.22171117717356192) | > loss_disc_real_4: 0.21714933216571808 (0.21555445888849695) | > loss_disc_real_5: 0.22077281773090363 (0.20992142513511688) | > loss_0: 2.256744623184204 (2.2680727731524497) | > grad_norm_0: tensor(37.1568, device='cuda:0') (tensor(18.7598, device='cuda:0')) | > loss_gen: 2.601912021636963 (2.622434362651795) | > loss_kl: 1.6039912700653076 (1.6614885668116293) | > loss_feat: 7.387777328491211 (7.430599533666776) | > loss_mel: 19.24872589111328 (19.693979496092314) | > loss_duration: 2.1181087493896484 (2.1091347637138975) | > loss_1: 32.960514068603516 (33.51763662954015) | > grad_norm_1: tensor(290.5497, device='cuda:0') (tensor(241.8397, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.4396 (0.37154588079827977) | > loader_time: 0.0059 (0.004322419016380008)  --> TIME: 2024-06-10 20:37:44 -- STEP: 279/330 -- GLOBAL_STEP: 130850 | > loss_disc: 2.195563554763794 (2.265904916230069) | > loss_disc_real_0: 0.09908631443977356 (0.11514844012356576) | > loss_disc_real_1: 0.21003304421901703 (0.20164226727246387) | > loss_disc_real_2: 0.2055501490831375 (0.21506496884703205) | > loss_disc_real_3: 0.20275843143463135 (0.22124540490702488) | > loss_disc_real_4: 0.2104870080947876 (0.21515600356577116) | > loss_disc_real_5: 0.17149581015110016 (0.20926060711824765) | > loss_0: 2.195563554763794 (2.265904916230069) | > grad_norm_0: tensor(13.4188, device='cuda:0') (tensor(20.7519, device='cuda:0')) | > loss_gen: 2.516136884689331 (2.626315674901436) | > loss_kl: 1.6248829364776611 (1.659788861924175) | > loss_feat: 7.487361907958984 (7.466664914161928) | > loss_mel: 18.992786407470703 (19.6655808930756) | > loss_duration: 2.170689821243286 (2.116811931346908) | > loss_1: 32.79185485839844 (33.5351621908099) | > grad_norm_1: tensor(325.9750, device='cuda:0') (tensor(257.5318, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.4274 (0.3766872019750671) | > loader_time: 0.0064 (0.004491729975601249)  --> TIME: 2024-06-10 20:37:56 -- STEP: 304/330 -- GLOBAL_STEP: 130875 | > loss_disc: 2.290274143218994 (2.2662627673462823) | > loss_disc_real_0: 0.12777182459831238 (0.11543531025955946) | > loss_disc_real_1: 0.26021504402160645 (0.2016228308018885) | > loss_disc_real_2: 0.21097435057163239 (0.2147181659054599) | > loss_disc_real_3: 0.22269262373447418 (0.22113027555966064) | > loss_disc_real_4: 0.25650033354759216 (0.21491298148114427) | > loss_disc_real_5: 0.20683690905570984 (0.20869840304122156) | > loss_0: 2.290274143218994 (2.2662627673462823) | > grad_norm_0: tensor(19.1735, device='cuda:0') (tensor(21.0735, device='cuda:0')) | > loss_gen: 2.835496187210083 (2.6280746812883184) | > loss_kl: 1.6901005506515503 (1.6558627780330808) | > loss_feat: 8.863346099853516 (7.495922852503626) | > loss_mel: 19.18372344970703 (19.6408712236505) | > loss_duration: 2.2433061599731445 (2.1258612137876063) | > loss_1: 34.81597137451172 (33.54659264338643) | > grad_norm_1: tensor(341.6768, device='cuda:0') (tensor(261.1158, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.4823 (0.38345616977465796) | > loader_time: 0.008 (0.00469476925699334)  --> TIME: 2024-06-10 20:38:24 -- STEP: 329/330 -- GLOBAL_STEP: 130900 | > loss_disc: 2.2622318267822266 (2.271411154407861) | > loss_disc_real_0: 0.11759913712739944 (0.1164343359011104) | > loss_disc_real_1: 0.19592678546905518 (0.20328576264953904) | > loss_disc_real_2: 0.2057759165763855 (0.2148365281907258) | > loss_disc_real_3: 0.13031134009361267 (0.2209313848823037) | > loss_disc_real_4: 0.15654410421848297 (0.21506807266941183) | > loss_disc_real_5: 0.157867431640625 (0.2088384482001823) | > loss_0: 2.2622318267822266 (2.271411154407861) | > grad_norm_0: tensor(7.6514, device='cuda:0') (tensor(21.2724, device='cuda:0')) | > loss_gen: 2.6220479011535645 (2.6255570269645543) | > loss_kl: 1.992375373840332 (1.6614887580320827) | > loss_feat: 12.830535888671875 (7.60976151057652) | > loss_mel: 20.648845672607422 (19.62445360548955) | > loss_duration: 2.2786762714385986 (2.1387110506509925) | > loss_1: 40.37247848510742 (33.659971863303134) | > grad_norm_1: tensor(182.4378, device='cuda:0') (tensor(264.6343, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 14.113 (0.43779569628753207) | > loader_time: 0.0337 (0.00515787869601264)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2449111938476562 (2.2449111938476562) | > loss_disc_real_0: 0.2207118570804596 (0.2207118570804596) | > loss_disc_real_1: 0.19477711617946625 (0.19477711617946625) | > loss_disc_real_2: 0.21906369924545288 (0.21906369924545288) | > loss_disc_real_3: 0.21246513724327087 (0.21246513724327087) | > loss_disc_real_4: 0.223912313580513 (0.223912313580513) | > loss_disc_real_5: 0.18286333978176117 (0.18286333978176117) | > loss_0: 2.2449111938476562 (2.2449111938476562) | > loss_gen: 2.6703920364379883 (2.6703920364379883) | > loss_kl: 1.760723352432251 (1.760723352432251) | > loss_feat: 5.853263854980469 (5.853263854980469) | > loss_mel: 16.34262466430664 (16.34262466430664) | > loss_duration: 2.8036067485809326 (2.8036067485809326) | > loss_1: 29.43060874938965 (29.43060874938965)  --> STEP: 1 | > loss_disc: 2.385950803756714 (2.385950803756714) | > loss_disc_real_0: 0.13595347106456757 (0.13595347106456757) | > loss_disc_real_1: 0.17281876504421234 (0.17281876504421234) | > loss_disc_real_2: 0.15927591919898987 (0.15927591919898987) | > loss_disc_real_3: 0.2481294572353363 (0.2481294572353363) | > loss_disc_real_4: 0.240623340010643 (0.240623340010643) | > loss_disc_real_5: 0.314184308052063 (0.314184308052063) | > loss_0: 2.385950803756714 (2.385950803756714) | > loss_gen: 2.3963351249694824 (2.3963351249694824) | > loss_kl: 1.686639666557312 (1.686639666557312) | > loss_feat: 5.928643226623535 (5.928643226623535) | > loss_mel: 19.606266021728516 (19.606266021728516) | > loss_duration: 2.3121626377105713 (2.3121626377105713) | > loss_1: 31.9300479888916 (31.9300479888916)  --> STEP: 2 | > loss_disc: 2.314993143081665 (2.3504719734191895) | > loss_disc_real_0: 0.08370007574558258 (0.10982677340507507) | > loss_disc_real_1: 0.21955335140228271 (0.19618605822324753) | > loss_disc_real_2: 0.25195714831352234 (0.2056165337562561) | > loss_disc_real_3: 0.29011547565460205 (0.2691224664449692) | > loss_disc_real_4: 0.29841315746307373 (0.26951824873685837) | > loss_disc_real_5: 0.25831934809684753 (0.28625182807445526) | > loss_0: 2.314993143081665 (2.3504719734191895) | > loss_gen: 2.6896448135375977 (2.54298996925354) | > loss_kl: 2.0111610889434814 (1.8489003777503967) | > loss_feat: 6.172646999359131 (6.050645112991333) | > loss_mel: 20.3907413482666 (19.99850368499756) | > loss_duration: 2.367182731628418 (2.3396726846694946) | > loss_1: 33.631378173828125 (32.78071308135986)  --> STEP: 3 | > loss_disc: 1.9643241167068481 (2.221756021181742) | > loss_disc_real_0: 0.11878501623868942 (0.11281285434961319) | > loss_disc_real_1: 0.18376338481903076 (0.1920451670885086) | > loss_disc_real_2: 0.18857190012931824 (0.19993498921394348) | > loss_disc_real_3: 0.15318508446216583 (0.2304766724507014) | > loss_disc_real_4: 0.17144536972045898 (0.23682728906472525) | > loss_disc_real_5: 0.20757806301116943 (0.26002723972002667) | > loss_0: 1.9643241167068481 (2.221756021181742) | > loss_gen: 2.6368608474731445 (2.574280261993408) | > loss_kl: 2.512423515319824 (2.070074756940206) | > loss_feat: 8.799162864685059 (6.966817696889241) | > loss_mel: 19.741689682006836 (19.912899017333984) | > loss_duration: 2.2266476154327393 (2.301997661590576) | > loss_1: 35.91678237915039 (33.8260695139567)  --> STEP: 4 | > loss_disc: 2.573484420776367 (2.3096881210803986) | > loss_disc_real_0: 0.12112307548522949 (0.11489040963351727) | > loss_disc_real_1: 0.202261283993721 (0.1945991963148117) | > loss_disc_real_2: 0.1408645510673523 (0.18516737967729568) | > loss_disc_real_3: 0.2305949181318283 (0.23050623387098312) | > loss_disc_real_4: 0.25578364729881287 (0.24156637862324715) | > loss_disc_real_5: 0.23456834256649017 (0.25366251543164253) | > loss_0: 2.573484420776367 (2.3096881210803986) | > loss_gen: 2.0042104721069336 (2.4317628145217896) | > loss_kl: 2.079754590988159 (2.072494715452194) | > loss_feat: 5.164860248565674 (6.51632833480835) | > loss_mel: 21.169971466064453 (20.2271671295166) | > loss_duration: 2.188908100128174 (2.2737252712249756) | > loss_1: 32.607704162597656 (33.52147817611694)  --> STEP: 5 | > loss_disc: 2.4312314987182617 (2.333996796607971) | > loss_disc_real_0: 0.08625010401010513 (0.10916234850883484) | > loss_disc_real_1: 0.20711247622966766 (0.1971018522977829) | > loss_disc_real_2: 0.17435875535011292 (0.18300565481185913) | > loss_disc_real_3: 0.18927063047885895 (0.22225911319255828) | > loss_disc_real_4: 0.21682845056056976 (0.23661879301071168) | > loss_disc_real_5: 0.16691628098487854 (0.23631326854228973) | > loss_0: 2.4312314987182617 (2.333996796607971) | > loss_gen: 2.0782012939453125 (2.361050510406494) | > loss_kl: 1.5421825647354126 (1.9664322853088378) | > loss_feat: 5.596959114074707 (6.332454490661621) | > loss_mel: 20.868507385253906 (20.355435180664063) | > loss_duration: 2.4061903953552246 (2.3002182960510256) | > loss_1: 32.49203872680664 (33.31559028625488)  --> STEP: 6 | > loss_disc: 2.2473740577697754 (2.3195596734682717) | > loss_disc_real_0: 0.08894389867782593 (0.10579260687033336) | > loss_disc_real_1: 0.13512340188026428 (0.18677211056152979) | > loss_disc_real_2: 0.20760416984558105 (0.18710540731747946) | > loss_disc_real_3: 0.23404420912265778 (0.22422329584757486) | > loss_disc_real_4: 0.24838578701019287 (0.23857995867729187) | > loss_disc_real_5: 0.14924439787864685 (0.22180179009834924) | > loss_0: 2.2473740577697754 (2.3195596734682717) | > loss_gen: 2.412095785140991 (2.369558056195577) | > loss_kl: 1.9025709629058838 (1.9557887315750122) | > loss_feat: 6.709252834320068 (6.395254214604695) | > loss_mel: 21.762048721313477 (20.589870770772297) | > loss_duration: 2.054373025894165 (2.2592440843582153) | > loss_1: 34.8403434753418 (33.56971581776937)  --> STEP: 7 | > loss_disc: 2.1430912017822266 (2.294349891798837) | > loss_disc_real_0: 0.10471415519714355 (0.10563854234559196) | > loss_disc_real_1: 0.15420058369636536 (0.18211903529507772) | > loss_disc_real_2: 0.23927603662014008 (0.1945583543607167) | > loss_disc_real_3: 0.16450639069080353 (0.21569230939660752) | > loss_disc_real_4: 0.1516035944223404 (0.22615476378372737) | > loss_disc_real_5: 0.1399518996477127 (0.21010894860540116) | > loss_0: 2.1430912017822266 (2.294349891798837) | > loss_gen: 2.3962225914001465 (2.3733672755105153) | > loss_kl: 3.044346809387207 (2.1112970284053256) | > loss_feat: 6.166216850280762 (6.362534591129848) | > loss_mel: 21.385616302490234 (20.703548703874862) | > loss_duration: 2.3822543621063232 (2.2768169811793735) | > loss_1: 35.374656677246094 (33.82756451198033)  --> STEP: 8 | > loss_disc: 2.5016140937805176 (2.320257917046547) | > loss_disc_real_0: 0.15896055102348328 (0.11230379343032837) | > loss_disc_real_1: 0.1524258404970169 (0.17840738594532013) | > loss_disc_real_2: 0.22427703440189362 (0.1982731893658638) | > loss_disc_real_3: 0.2432423233985901 (0.21913606114685535) | > loss_disc_real_4: 0.2672959864139557 (0.2312974166125059) | > loss_disc_real_5: 0.3144603371620178 (0.22315287217497826) | > loss_0: 2.5016140937805176 (2.320257917046547) | > loss_gen: 2.445997476577759 (2.382446050643921) | > loss_kl: 1.9217807054519653 (2.0876074880361557) | > loss_feat: 7.227413177490234 (6.470644414424896) | > loss_mel: 16.88568115234375 (20.22631525993347) | > loss_duration: 2.1495845317840576 (2.260912925004959) | > loss_1: 30.630455017089844 (33.42792582511902)  --> STEP: 9 | > loss_disc: 2.2188124656677246 (2.308986200226678) | > loss_disc_real_0: 0.1083536371588707 (0.11186488717794418) | > loss_disc_real_1: 0.16754816472530365 (0.17720080580976275) | > loss_disc_real_2: 0.1987486183643341 (0.19832601481013828) | > loss_disc_real_3: 0.22379720211029053 (0.21965396569834816) | > loss_disc_real_4: 0.2384852021932602 (0.23209605945481193) | > loss_disc_real_5: 0.2719360291957855 (0.22857322295506796) | > loss_0: 2.2188124656677246 (2.308986200226678) | > loss_gen: 2.568802833557129 (2.4031523598564997) | > loss_kl: 1.7714807987213135 (2.0524823003345065) | > loss_feat: 8.843465805053711 (6.734291235605876) | > loss_mel: 20.422039031982422 (20.24806234571669) | > loss_duration: 2.091719150543213 (2.242113616731432) | > loss_1: 35.697509765625 (33.680101818508575)  --> STEP: 10 | > loss_disc: 2.50616717338562 (2.328704297542572) | > loss_disc_real_0: 0.28231486678123474 (0.12890988513827323) | > loss_disc_real_1: 0.23329423367977142 (0.18281014859676362) | > loss_disc_real_2: 0.20363929867744446 (0.1988573431968689) | > loss_disc_real_3: 0.2339344471693039 (0.22108201384544374) | > loss_disc_real_4: 0.22484807670116425 (0.23137126117944717) | > loss_disc_real_5: 0.247121199965477 (0.23042802065610885) | > loss_0: 2.50616717338562 (2.328704297542572) | > loss_gen: 2.4373395442962646 (2.406571078300476) | > loss_kl: 1.9068094491958618 (2.037915015220642) | > loss_feat: 4.29399299621582 (6.49026141166687) | > loss_mel: 15.33877944946289 (19.75713405609131) | > loss_duration: 2.248058319091797 (2.2427080869674683) | > loss_1: 26.224979400634766 (32.934589576721194)  --> STEP: 11 | > loss_disc: 2.5339765548706055 (2.3473654118451206) | > loss_disc_real_0: 0.2008034586906433 (0.13544566455212506) | > loss_disc_real_1: 0.13385410606861115 (0.1783595992760225) | > loss_disc_real_2: 0.24114632606506348 (0.2027017961848866) | > loss_disc_real_3: 0.30335256457328796 (0.2285611548207023) | > loss_disc_real_4: 0.2114754319190979 (0.22956254942850632) | > loss_disc_real_5: 0.24983301758766174 (0.23219211128625003) | > loss_0: 2.5339765548706055 (2.3473654118451206) | > loss_gen: 2.424675703048706 (2.408216953277588) | > loss_kl: 2.3996360301971436 (2.0707987438548696) | > loss_feat: 6.276713848114014 (6.470847996798429) | > loss_mel: 20.539249420166016 (19.82823545282537) | > loss_duration: 2.4163546562194824 (2.2584941387176514) | > loss_1: 34.0566291809082 (33.03659317710183)  --> STEP: 12 | > loss_disc: 2.258444309234619 (2.339955319960912) | > loss_disc_real_0: 0.09480878710746765 (0.1320592580984036) | > loss_disc_real_1: 0.17143850028514862 (0.177782841026783) | > loss_disc_real_2: 0.16611593961715698 (0.19965297480424246) | > loss_disc_real_3: 0.2048172503709793 (0.2265824961165587) | > loss_disc_real_4: 0.21747328341007233 (0.22855511059363684) | > loss_disc_real_5: 0.262180358171463 (0.23469113186001778) | > loss_0: 2.258444309234619 (2.339955319960912) | > loss_gen: 2.6536829471588135 (2.42867245276769) | > loss_kl: 1.8412883281707764 (2.051672875881195) | > loss_feat: 7.0132951736450195 (6.5160519282023115) | > loss_mel: 22.18056297302246 (20.02426274617513) | > loss_duration: 2.1961593627929688 (2.253299574057261) | > loss_1: 35.88499069213867 (33.27395963668823)  --> STEP: 13 | > loss_disc: 2.1936845779418945 (2.3287037244209876) | > loss_disc_real_0: 0.12213543057441711 (0.13129588675040466) | > loss_disc_real_1: 0.2773957848548889 (0.18544537516740653) | > loss_disc_real_2: 0.2412213385105133 (0.20285054124318636) | > loss_disc_real_3: 0.15053297579288483 (0.22073253301473764) | > loss_disc_real_4: 0.13404777646064758 (0.22128531566032997) | > loss_disc_real_5: 0.11416049301624298 (0.22541954425665048) | > loss_0: 2.1936845779418945 (2.3287037244209876) | > loss_gen: 2.573362112045288 (2.4398024265582743) | > loss_kl: 1.909147024154663 (2.040709348825308) | > loss_feat: 7.525911331176758 (6.593733420738807) | > loss_mel: 19.592226028442383 (19.99102915250338) | > loss_duration: 2.099424123764038 (2.2414630009577823) | > loss_1: 33.700069427490234 (33.30673731290377)  --> STEP: 14 | > loss_disc: 2.440540313720703 (2.33669205222811) | > loss_disc_real_0: 0.18934300541877747 (0.13544210951243127) | > loss_disc_real_1: 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loss_disc_real_4: 0.24588198959827423 (0.22696389853954316) | > loss_disc_real_5: 0.2773864269256592 (0.23049061199029286) | > loss_0: 2.52287220954895 (2.349104062716166) | > loss_gen: 2.535604953765869 (2.4648423989613852) | > loss_kl: 2.9516139030456543 (2.101362450917562) | > loss_feat: 6.1681718826293945 (6.590363534291585) | > loss_mel: 20.11634063720703 (20.139637247721353) | > loss_duration: 2.2587499618530273 (2.2486966451009116) | > loss_1: 34.030479431152344 (33.54490216573079)  --> STEP: 16 | > loss_disc: 2.3487911224365234 (2.3490845039486885) | > loss_disc_real_0: 0.1822434663772583 (0.14666029205545783) | > loss_disc_real_1: 0.14674043655395508 (0.18127794284373522) | > loss_disc_real_2: 0.1943424493074417 (0.1993793100118637) | > loss_disc_real_3: 0.17375846207141876 (0.21845400426536798) | > loss_disc_real_4: 0.19811834394931793 (0.22516105137765408) | > loss_disc_real_5: 0.1609126627445221 (0.2261419901624322) | > loss_0: 2.3487911224365234 (2.3490845039486885) | > loss_gen: 2.9150147438049316 (2.4929781705141068) | > loss_kl: 1.9843010902404785 (2.094046115875244) | > loss_feat: 9.892105102539062 (6.796722382307053) | > loss_mel: 20.200069427490234 (20.14341425895691) | > loss_duration: 2.4003307819366455 (2.258173778653145) | > loss_1: 37.391822814941406 (33.78533470630646)  --> STEP: 17 | > loss_disc: 2.4360103607177734 (2.354197789640988) | > loss_disc_real_0: 0.1338135451078415 (0.14590460105853922) | > loss_disc_real_1: 0.23511670529842377 (0.1844449288704816) | > loss_disc_real_2: 0.23141056299209595 (0.20126350136364207) | > loss_disc_real_3: 0.3251899778842926 (0.22473259094883413) | > loss_disc_real_4: 0.2642242908477783 (0.22745888899354375) | > loss_disc_real_5: 0.3189672529697418 (0.23160229973933277) | > loss_0: 2.4360103607177734 (2.354197789640988) | > loss_gen: 2.7900660037994385 (2.510453925413244) | > loss_kl: 1.4856555461883545 (2.058258435305427) | > loss_feat: 6.396279335021973 (6.773166908937342) | > loss_mel: 19.393388748168945 (20.0992951112635) | > loss_duration: 2.3624444007873535 (2.2643073446610393) | > loss_1: 32.427833557128906 (33.705481697531305)  --> STEP: 18 | > loss_disc: 2.0953760147094727 (2.3398188021447925) | > loss_disc_real_0: 0.10794292390346527 (0.14379561899436843) | > loss_disc_real_1: 0.13115906715393066 (0.1814846032195621) | > loss_disc_real_2: 0.1654987931251526 (0.19927657312817043) | > loss_disc_real_3: 0.12976668775081635 (0.21945670743783316) | > loss_disc_real_4: 0.15098686516284943 (0.22321044322517183) | > loss_disc_real_5: 0.21057093143463135 (0.23043389038907158) | > loss_0: 2.0953760147094727 (2.3398188021447925) | > loss_gen: 2.4025230407714844 (2.5044577651553683) | > loss_kl: 2.532900333404541 (2.0846274296442666) | > loss_feat: 10.16102409362793 (6.961381196975708) | > loss_mel: 22.148962020874023 (20.213165495130752) | > loss_duration: 2.225342273712158 (2.262142618497213) | > loss_1: 39.47075271606445 (34.02577453189426)  --> STEP: 19 | > loss_disc: 2.4771676063537598 (2.3470476865768433) | > loss_disc_real_0: 0.17535142600536346 (0.14545645094231555) | > loss_disc_real_1: 0.13269774615764618 (0.1789168739005139) | > loss_disc_real_2: 0.17999622225761414 (0.1982618178191938) | > loss_disc_real_3: 0.22907570004463196 (0.21996297020661204) | > loss_disc_real_4: 0.2197437584400177 (0.22302798613121635) | > loss_disc_real_5: 0.15812529623508453 (0.2266281749072828) | > loss_0: 2.4771676063537598 (2.3470476865768433) | > loss_gen: 2.0880300998687744 (2.4825405196139685) | > loss_kl: 1.2143691778182983 (2.0388243637586894) | > loss_feat: 6.887917518615723 (6.957514687588341) | > loss_mel: 19.22315216064453 (20.161059530157793) | > loss_duration: 2.299084186553955 (2.264086911552831) | > loss_1: 31.712553024291992 (33.90402603149414)  --> STEP: 20 | > loss_disc: 2.2739336490631104 (2.3433919847011566) | > loss_disc_real_0: 0.10748280584812164 (0.14355776868760586) | > loss_disc_real_1: 0.1825568825006485 (0.17909887433052063) | > loss_disc_real_2: 0.19025559723377228 (0.19786150678992273) | > loss_disc_real_3: 0.22480346262454987 (0.22020499482750894) | > loss_disc_real_4: 0.16944533586502075 (0.22034885361790657) | > loss_disc_real_5: 0.16867414116859436 (0.22373047322034836) | > loss_0: 2.2739336490631104 (2.3433919847011566) | > loss_gen: 2.3049912452697754 (2.4736630558967585) | > loss_kl: 2.00551438331604 (2.037158864736557) | > loss_feat: 6.021909713745117 (6.9107344388961796) | > loss_mel: 21.653966903686523 (20.23570489883423) | > loss_duration: 2.3431496620178223 (2.26804004907608) | > loss_1: 34.329532623291016 (33.92530136108398)  --> STEP: 21 | > loss_disc: 2.497377395629883 (2.35072462331681) | > loss_disc_real_0: 0.23927244544029236 (0.14811561043773377) | > loss_disc_real_1: 0.16322162747383118 (0.17834281495639256) | > loss_disc_real_2: 0.27278274297714233 (0.20142918470359983) | > loss_disc_real_3: 0.2841751277446747 (0.22325119163308824) | > loss_disc_real_4: 0.3096235394477844 (0.22460002913361504) | > loss_disc_real_5: 0.279178649187088 (0.22637086255209787) | > loss_0: 2.497377395629883 (2.35072462331681) | > loss_gen: 2.892620325088501 (2.493613402048746) | > loss_kl: 1.975760579109192 (2.0342351368495395) | > loss_feat: 6.992496013641357 (6.914627847217378) | > loss_mel: 18.191442489624023 (20.13835906982422) | > loss_duration: 2.1045265197753906 (2.260253690537952) | > loss_1: 32.15684509277344 (33.8410891578311)  --> STEP: 22 | > loss_disc: 1.922605037689209 (2.331264642151919) | > loss_disc_real_0: 0.138224795460701 (0.14766602793877773) | > loss_disc_real_1: 0.14351549744606018 (0.17675975506955927) | > loss_disc_real_2: 0.15900522470474243 (0.19950082288546997) | > loss_disc_real_3: 0.2086741328239441 (0.22258859805085443) | > loss_disc_real_4: 0.18049760162830353 (0.22259537333791907) | > loss_disc_real_5: 0.21842582523822784 (0.2260097244923765) | > loss_0: 1.922605037689209 (2.331264642151919) | > loss_gen: 2.9904229640960693 (2.516195654869079) | > loss_kl: 1.6564748287200928 (2.0170642137527466) | > loss_feat: 8.832927703857422 (7.001823295246471) | > loss_mel: 21.609098434448242 (20.205210859125312) | > loss_duration: 2.1343190670013428 (2.2545293894681064) | > loss_1: 37.223243713378906 (33.99482345581055)  --> STEP: 23 | > loss_disc: 2.1832778453826904 (2.3248304335967354) | > loss_disc_real_0: 0.11809273064136505 (0.1463802324041076) | > loss_disc_real_1: 0.23021124303340912 (0.17908373280711795) | > loss_disc_real_2: 0.2519261837005615 (0.2017801863991696) | > loss_disc_real_3: 0.2086196094751358 (0.22198125072147534) | > loss_disc_real_4: 0.19180651009082794 (0.22125672710978467) | > loss_disc_real_5: 0.12562501430511475 (0.22164517187553903) | > loss_0: 2.1832778453826904 (2.3248304335967354) | > loss_gen: 2.6578969955444336 (2.5223565827245293) | > loss_kl: 2.360121488571167 (2.031979747440504) | > loss_feat: 7.106078624725342 (7.006356135658596) | > loss_mel: 19.5897274017334 (20.178450708803926) | > loss_duration: 2.2728962898254395 (2.255327950353208) | > loss_1: 33.98672103881836 (33.99447117681088)  --> STEP: 24 | > loss_disc: 1.9291352033615112 (2.3083431323369346) | > loss_disc_real_0: 0.15878435969352722 (0.14689707104116675) | > loss_disc_real_1: 0.13684450089931488 (0.1773237648109595) | > loss_disc_real_2: 0.10868401825428009 (0.19790117939313254) | > loss_disc_real_3: 0.1675567924976349 (0.21971356496214867) | > loss_disc_real_4: 0.1439136266708374 (0.21803409792482853) | > loss_disc_real_5: 0.19136355817317963 (0.22038343797127405) | > loss_0: 1.9291352033615112 (2.3083431323369346) | > loss_gen: 2.5800607204437256 (2.5247609217961626) | > loss_kl: 2.193814516067505 (2.0387228627999625) | > loss_feat: 9.058975219726562 (7.0918819308280945) | > loss_mel: 21.931184768676758 (20.25148129463196) | > loss_duration: 2.391603469848633 (2.261006096998851) | > loss_1: 38.1556396484375 (34.16785319646199)  --> STEP: 25 | > loss_disc: 2.5132031440734863 (2.3165375328063966) | > loss_disc_real_0: 0.29136985540390015 (0.1526759824156761) | > loss_disc_real_1: 0.2053195834159851 (0.1784435975551605) | > loss_disc_real_2: 0.21813111007213593 (0.19871037662029267) | > loss_disc_real_3: 0.21815967559814453 (0.2196514093875885) | > loss_disc_real_4: 0.23955674469470978 (0.21889500379562377) | > loss_disc_real_5: 0.22331126034259796 (0.22050055086612702) | > loss_0: 2.5132031440734863 (2.3165375328063966) | > loss_gen: 2.584191083908081 (2.5271381282806393) | > loss_kl: 2.317739486694336 (2.0498835277557372) | > loss_feat: 6.6286091804504395 (7.073351020812988) | > loss_mel: 17.893512725830078 (20.15716255187989) | > loss_duration: 2.325333595275879 (2.263579196929932) | > loss_1: 31.749385833740234 (34.07111450195312)  --> STEP: 26 | > loss_disc: 2.4027490615844727 (2.3198533608363223) | > loss_disc_real_0: 0.08818405866622925 (0.15019552380992815) | > loss_disc_real_1: 0.06706872582435608 (0.17415994864243728) | > loss_disc_real_2: 0.18604496121406555 (0.1982232452585147) | > loss_disc_real_3: 0.09279908984899521 (0.21477247402071953) | > loss_disc_real_4: 0.10158481448888779 (0.2143830734376724) | > loss_disc_real_5: 0.10341130942106247 (0.2159971185028553) | > loss_0: 2.4027490615844727 (2.3198533608363223) | > loss_gen: 2.2045462131500244 (2.514730746929462) | > loss_kl: 1.9308197498321533 (2.045304151681753) | > loss_feat: 14.619072914123535 (7.363571093632625) | > loss_mel: 22.5241756439209 (20.248201516958392) | > loss_duration: 2.2808525562286377 (2.264243556902959) | > loss_1: 43.55946731567383 (34.43605114863469) --> EVAL PERFORMANCE | > avg_loader_time: 0.002381113859323355 (-3.27000251183142e-05) | > avg_loss_disc: 2.3198533608363223 (+0.07262101540198662) | > avg_loss_disc_real_0: 0.15019552380992815 (+0.07692357002256008) | > avg_loss_disc_real_1: 0.17415994864243728 (-0.033086422830820084) | > avg_loss_disc_real_2: 0.1982232452585147 (-0.012096617657404662) | > avg_loss_disc_real_3: 0.21477247402071953 (+0.005801751063420235) | > avg_loss_disc_real_4: 0.2143830734376724 (-0.009671876350274444) | > avg_loss_disc_real_5: 0.2159971185028553 (+0.0059267612030873) | > avg_loss_0: 2.3198533608363223 (+0.07262101540198662) | > avg_loss_gen: 2.514730746929462 (+0.11994839631594134) | > avg_loss_kl: 2.045304151681753 (+0.05151344721133855) | > avg_loss_feat: 7.363571093632625 (-0.11880719661712646) | > avg_loss_mel: 20.248201516958392 (+0.30577791654147646) | > avg_loss_duration: 2.264243556902959 (-0.009415204708393077) | > avg_loss_1: 34.43605114863469 (+0.34901721660907015)  > EPOCH: 130/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:38:29)   --> TIME: 2024-06-10 20:38:38 -- STEP: 24/330 -- GLOBAL_STEP: 130925 | > loss_disc: 2.3618245124816895 (2.2893742819627128) | > loss_disc_real_0: 0.10798424482345581 (0.1152628365283211) | > loss_disc_real_1: 0.21203090250492096 (0.197720759237806) | > loss_disc_real_2: 0.2059403657913208 (0.21251597193380198) | > loss_disc_real_3: 0.22534124553203583 (0.22561225295066833) | > loss_disc_real_4: 0.1985996663570404 (0.22056595981121063) | > loss_disc_real_5: 0.19629330933094025 (0.2176385416338841) | > loss_0: 2.3618245124816895 (2.2893742819627128) | > grad_norm_0: tensor(12.7454, device='cuda:0') (tensor(11.2788, device='cuda:0')) | > loss_gen: 2.428431987762451 (2.5798818866411843) | > loss_kl: 1.5549458265304565 (1.6930501262346904) | > loss_feat: 7.086913585662842 (7.103289067745209) | > loss_mel: 20.235618591308594 (19.98927116394043) | > loss_duration: 2.071859359741211 (2.1672154068946843) | > loss_1: 33.377769470214844 (33.53270777066549) | > grad_norm_1: tensor(108.9724, device='cuda:0') (tensor(135.5583, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3335 (0.33487678567568463) | > loader_time: 0.003 (0.0030533671379089355)  --> TIME: 2024-06-10 20:38:46 -- STEP: 49/330 -- GLOBAL_STEP: 130950 | > loss_disc: 2.1368660926818848 (2.285737874556561) | > loss_disc_real_0: 0.09437624365091324 (0.11458617737706826) | > loss_disc_real_1: 0.2162179797887802 (0.2025756607858502) | > loss_disc_real_2: 0.20394012331962585 (0.21442588707622218) | > loss_disc_real_3: 0.18563149869441986 (0.22355833619224783) | > loss_disc_real_4: 0.16355377435684204 (0.2184308323324943) | > loss_disc_real_5: 0.14694026112556458 (0.21254666240847842) | > loss_0: 2.1368660926818848 (2.285737874556561) | > grad_norm_0: tensor(7.4710, device='cuda:0') (tensor(10.1441, device='cuda:0')) | > loss_gen: 2.5658771991729736 (2.5733773902970913) | > loss_kl: 1.8221259117126465 (1.6755208068964433) | > loss_feat: 7.861752510070801 (7.194658863301179) | > loss_mel: 20.36254119873047 (19.901974619651323) | > loss_duration: 2.012570381164551 (2.11432037548143) | > loss_1: 34.6248664855957 (33.45985190722407) | > grad_norm_1: tensor(60.4166, device='cuda:0') (tensor(116.7978, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3507 (0.3392239103511888) | > loader_time: 0.0032 (0.0032124665318703166)  --> TIME: 2024-06-10 20:38:56 -- STEP: 74/330 -- GLOBAL_STEP: 130975 | > loss_disc: 2.307063579559326 (2.2868797038052535) | > loss_disc_real_0: 0.0930103212594986 (0.11377327466333234) | > loss_disc_real_1: 0.22298772633075714 (0.20160844680425286) | > loss_disc_real_2: 0.27280110120773315 (0.2155180311686284) | > loss_disc_real_3: 0.24379493296146393 (0.22430681356707136) | > loss_disc_real_4: 0.24362200498580933 (0.2178357551629479) | > loss_disc_real_5: 0.25228744745254517 (0.21290512342710752) | > loss_0: 2.307063579559326 (2.2868797038052535) | > grad_norm_0: tensor(19.2040, device='cuda:0') (tensor(11.3445, device='cuda:0')) | > loss_gen: 2.644509792327881 (2.584428600362829) | > loss_kl: 1.6459004878997803 (1.6724542298832454) | > loss_feat: 7.2790446281433105 (7.339870407774642) | > loss_mel: 20.733171463012695 (19.96908473968506) | > loss_duration: 1.9923566579818726 (2.0931014611914347) | > loss_1: 34.294979095458984 (33.65893907804747) | > grad_norm_1: tensor(184.2808, device='cuda:0') (tensor(134.1571, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3451 (0.3455555277901727) | > loader_time: 0.0032 (0.0032823762378177126)  --> TIME: 2024-06-10 20:39:05 -- STEP: 99/330 -- GLOBAL_STEP: 131000 | > loss_disc: 2.21266770362854 (2.286386692162716) | > loss_disc_real_0: 0.114615797996521 (0.11302328026956981) | > loss_disc_real_1: 0.19575123488903046 (0.20103910904039035) | > loss_disc_real_2: 0.21195872128009796 (0.215930724234292) | > loss_disc_real_3: 0.23320284485816956 (0.2233115141138886) | > loss_disc_real_4: 0.21086105704307556 (0.21688843646434822) | > loss_disc_real_5: 0.21021415293216705 (0.21374382530197952) | > loss_0: 2.21266770362854 (2.286386692162716) | > grad_norm_0: tensor(11.7192, device='cuda:0') (tensor(12.9029, device='cuda:0')) | > loss_gen: 2.6070828437805176 (2.5805142383382784) | > loss_kl: 1.5250368118286133 (1.669041440944479) | > loss_feat: 7.205400466918945 (7.317901577612366) | > loss_mel: 19.76466178894043 (19.90744141858033) | > loss_duration: 2.061929225921631 (2.086069900580126) | > loss_1: 33.16410827636719 (33.560968264184815) | > grad_norm_1: tensor(252.0369, device='cuda:0') (tensor(161.7312, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3584 (0.3484759499328305) | > loader_time: 0.0035 (0.003330803880787859) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_131000.pth  --> TIME: 2024-06-10 20:39:19 -- STEP: 124/330 -- GLOBAL_STEP: 131025 | > loss_disc: 2.346019983291626 (2.2880362733717887) | > loss_disc_real_0: 0.14655864238739014 (0.1129074817102763) | > loss_disc_real_1: 0.2408888339996338 (0.20108834756237845) | > loss_disc_real_2: 0.23102663457393646 (0.2165539137298061) | > loss_disc_real_3: 0.21385154128074646 (0.223304238651068) | > loss_disc_real_4: 0.22056443989276886 (0.216223108191644) | > loss_disc_real_5: 0.20154935121536255 (0.2127228291524995) | > loss_0: 2.346019983291626 (2.2880362733717887) | > grad_norm_0: tensor(11.1979, device='cuda:0') (tensor(13.6269, device='cuda:0')) | > loss_gen: 2.7401316165924072 (2.5838381705745577) | > loss_kl: 1.593477725982666 (1.669131415505563) | > loss_feat: 7.874063968658447 (7.354404337944523) | > loss_mel: 20.53985595703125 (19.929823090953207) | > loss_duration: 2.0844123363494873 (2.0852588636259877) | > loss_1: 34.831939697265625 (33.622455566160134) | > grad_norm_1: tensor(80.8487, device='cuda:0') (tensor(172.5455, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3765 (0.3536434788857737) | > loader_time: 0.0048 (0.003507264198795442)  --> TIME: 2024-06-10 20:39:28 -- STEP: 149/330 -- GLOBAL_STEP: 131050 | > loss_disc: 2.2606680393218994 (2.2824347051198055) | > loss_disc_real_0: 0.08439195156097412 (0.11371525582051117) | > loss_disc_real_1: 0.212141215801239 (0.20149605761238396) | > loss_disc_real_2: 0.24508288502693176 (0.21590111569670223) | > loss_disc_real_3: 0.23993439972400665 (0.2220862024782488) | > loss_disc_real_4: 0.21071207523345947 (0.21579407775562082) | > loss_disc_real_5: 0.19660691916942596 (0.21086976482164138) | > loss_0: 2.2606680393218994 (2.2824347051198055) | > grad_norm_0: tensor(23.4344, device='cuda:0') (tensor(14.1580, device='cuda:0')) | > loss_gen: 2.6432719230651855 (2.591025291673289) | > loss_kl: 1.6721678972244263 (1.6682657219419543) | > loss_feat: 7.2221879959106445 (7.372136989695914) | > loss_mel: 20.61309051513672 (19.924798504618188) | > loss_duration: 2.092776298522949 (2.086202252631219) | > loss_1: 34.24349594116211 (33.64242849413981) | > grad_norm_1: tensor(284.5257, device='cuda:0') (tensor(180.8883, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3827 (0.35769257609476174) | > loader_time: 0.0042 (0.0036507564903105667)  --> TIME: 2024-06-10 20:39:38 -- STEP: 174/330 -- GLOBAL_STEP: 131075 | > loss_disc: 2.29032039642334 (2.2841067560787867) | > loss_disc_real_0: 0.11518174409866333 (0.11491022515913536) | > loss_disc_real_1: 0.18624569475650787 (0.2011313166512155) | > loss_disc_real_2: 0.223898246884346 (0.2165357225585258) | > loss_disc_real_3: 0.2085285782814026 (0.22293323518215924) | > loss_disc_real_4: 0.21180500090122223 (0.21564542356578784) | > loss_disc_real_5: 0.22862257063388824 (0.21058650494649492) | > loss_0: 2.29032039642334 (2.2841067560787867) | > grad_norm_0: tensor(23.5349, device='cuda:0') (tensor(15.1943, device='cuda:0')) | > loss_gen: 2.468186140060425 (2.595258958038244) | > loss_kl: 1.5666134357452393 (1.673252069402015) | > loss_feat: 7.06770658493042 (7.378419380078371) | > loss_mel: 19.31052017211914 (19.92971673505059) | > loss_duration: 2.1778364181518555 (2.089022461710306) | > loss_1: 32.59086227416992 (33.66566941929957) | > grad_norm_1: tensor(306.0298, device='cuda:0') (tensor(195.2784, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.407 (0.3624974434403167) | > loader_time: 0.0048 (0.0037962431195138514)  --> TIME: 2024-06-10 20:39:48 -- STEP: 199/330 -- GLOBAL_STEP: 131100 | > loss_disc: 2.298356771469116 (2.2806971672192287) | > loss_disc_real_0: 0.1315985918045044 (0.11456701451510042) | > loss_disc_real_1: 0.21626140177249908 (0.20107529739189386) | > loss_disc_real_2: 0.2524561882019043 (0.21640210879507976) | > loss_disc_real_3: 0.2168748527765274 (0.22251332053287545) | > loss_disc_real_4: 0.2237841784954071 (0.21501689535289553) | > loss_disc_real_5: 0.22410482168197632 (0.21038291255133834) | > loss_0: 2.298356771469116 (2.2806971672192287) | > grad_norm_0: tensor(8.3401, device='cuda:0') (tensor(16.7082, device='cuda:0')) | > loss_gen: 2.6903064250946045 (2.6029270809499474) | > loss_kl: 1.5824543237686157 (1.6723608790929594) | > loss_feat: 6.901758193969727 (7.389816514211684) | > loss_mel: 20.301742553710938 (19.874324453535987) | > loss_duration: 2.2054929733276367 (2.095547604800469) | > loss_1: 33.68175506591797 (33.63497634389291) | > grad_norm_1: tensor(272.5998, device='cuda:0') (tensor(206.2152, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3913 (0.3658546442961573) | > loader_time: 0.0052 (0.003928046729696456)  --> TIME: 2024-06-10 20:39:58 -- STEP: 224/330 -- GLOBAL_STEP: 131125 | > loss_disc: 2.115171194076538 (2.276979998818466) | > loss_disc_real_0: 0.11027217656373978 (0.11344354877447975) | > loss_disc_real_1: 0.18056881427764893 (0.20098709764092096) | > loss_disc_real_2: 0.14402900636196136 (0.21547313832810946) | > loss_disc_real_3: 0.1913229376077652 (0.2226279089892549) | > loss_disc_real_4: 0.18006141483783722 (0.21487755900514977) | > loss_disc_real_5: 0.20203201472759247 (0.21039774668003833) | > loss_0: 2.115171194076538 (2.276979998818466) | > grad_norm_0: tensor(9.3955, device='cuda:0') (tensor(17.0610, device='cuda:0')) | > loss_gen: 2.76218318939209 (2.607677469296116) | > loss_kl: 1.6024059057235718 (1.6702990111495768) | > loss_feat: 7.986227512359619 (7.418640462415559) | > loss_mel: 20.683664321899414 (19.834932386875145) | > loss_duration: 2.208329677581787 (2.1012289039790617) | > loss_1: 35.2428092956543 (33.63277805703026) | > grad_norm_1: tensor(203.2348, device='cuda:0') (tensor(214.7452, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.3944 (0.36918838002852034) | > loader_time: 0.0054 (0.0040709685002054494)  --> TIME: 2024-06-10 20:40:09 -- STEP: 249/330 -- GLOBAL_STEP: 131150 | > loss_disc: 2.1882777214050293 (2.2712181887952205) | > loss_disc_real_0: 0.09779516607522964 (0.11366840489358308) | > loss_disc_real_1: 0.1661919355392456 (0.20059792682468652) | > loss_disc_real_2: 0.2065758854150772 (0.21536902125820098) | > loss_disc_real_3: 0.20125840604305267 (0.22186896522121735) | > loss_disc_real_4: 0.19572369754314423 (0.21435345260493727) | > loss_disc_real_5: 0.19524969160556793 (0.20921907193928838) | > loss_0: 2.1882777214050293 (2.2712181887952205) | > grad_norm_0: tensor(8.9684, device='cuda:0') (tensor(17.8086, device='cuda:0')) | > loss_gen: 2.5632834434509277 (2.6108399605655297) | > loss_kl: 1.6589125394821167 (1.6674827519190838) | > loss_feat: 7.403963088989258 (7.436375910977283) | > loss_mel: 19.61505126953125 (19.807761081251268) | > loss_duration: 2.1588051319122314 (2.1079629094725143) | > loss_1: 33.40001678466797 (33.6304224466224) | > grad_norm_1: tensor(220.5417, device='cuda:0') (tensor(220.9087, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.4087 (0.3728819084933484) | > loader_time: 0.0055 (0.004221851088435775)  --> TIME: 2024-06-10 20:40:20 -- STEP: 274/330 -- GLOBAL_STEP: 131175 | > loss_disc: 2.2756404876708984 (2.2730720861114735) | > loss_disc_real_0: 0.08936484158039093 (0.11374632398305581) | > loss_disc_real_1: 0.24003957211971283 (0.20118342859357813) | > loss_disc_real_2: 0.2432112693786621 (0.21484912632808198) | > loss_disc_real_3: 0.23263783752918243 (0.22249452089958818) | > loss_disc_real_4: 0.23225140571594238 (0.21474296697517384) | > loss_disc_real_5: 0.2413058578968048 (0.20988191539136164) | > loss_0: 2.2756404876708984 (2.2730720861114735) | > grad_norm_0: tensor(30.5556, device='cuda:0') (tensor(18.7007, device='cuda:0')) | > loss_gen: 2.978419542312622 (2.6166581898710164) | > loss_kl: 1.6779073476791382 (1.6703240353695668) | > loss_feat: 7.645846366882324 (7.477105321675322) | > loss_mel: 18.743186950683594 (19.805953603591355) | > loss_duration: 2.172896385192871 (2.114582894057252) | > loss_1: 33.218257904052734 (33.68462391317323) | > grad_norm_1: tensor(682.2295, device='cuda:0') (tensor(233.8950, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.4374 (0.3779909871790531) | > loader_time: 0.006 (0.00438409043054511)  --> TIME: 2024-06-10 20:40:31 -- STEP: 299/330 -- GLOBAL_STEP: 131200 | > loss_disc: 2.3521006107330322 (2.2770464013651477) | > loss_disc_real_0: 0.1370326578617096 (0.11443808547728836) | > loss_disc_real_1: 0.20253995060920715 (0.20130591176724352) | > loss_disc_real_2: 0.24336497485637665 (0.2151518087323294) | > loss_disc_real_3: 0.24848027527332306 (0.22276450220159064) | > loss_disc_real_4: 0.24503283202648163 (0.21523994262202537) | > loss_disc_real_5: 0.21938911080360413 (0.2105183991102072) | > loss_0: 2.3521006107330322 (2.2770464013651477) | > grad_norm_0: tensor(26.8684, device='cuda:0') (tensor(19.4171, device='cuda:0')) | > loss_gen: 2.523960590362549 (2.6141397689895904) | > loss_kl: 1.6287332773208618 (1.668073651383952) | > loss_feat: 6.660507678985596 (7.489642004504252) | > loss_mel: 19.244037628173828 (19.768168529140503) | > loss_duration: 2.259495973587036 (2.123532556371145) | > loss_1: 32.316734313964844 (33.66355643384031) | > grad_norm_1: tensor(336.3424, device='cuda:0') (tensor(244.9775, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.4634 (0.38457132741360356) | > loader_time: 0.0071 (0.004569174852658275)  --> TIME: 2024-06-10 20:40:45 -- STEP: 324/330 -- GLOBAL_STEP: 131225 | > loss_disc: 2.3760552406311035 (2.2827157311969355) | > loss_disc_real_0: 0.09255354106426239 (0.11571351871078397) | > loss_disc_real_1: 0.17922545969486237 (0.2022868669649333) | > loss_disc_real_2: 0.17294493317604065 (0.21533835642499688) | > loss_disc_real_3: 0.1705644279718399 (0.22288720190157124) | > loss_disc_real_4: 0.1332828402519226 (0.21528947794878933) | > loss_disc_real_5: 0.18705645203590393 (0.2108957956510562) | > loss_0: 2.3760552406311035 (2.2827157311969355) | > grad_norm_0: tensor(35.6896, device='cuda:0') (tensor(19.9301, device='cuda:0')) | > loss_gen: 2.012089490890503 (2.6100492911574285) | > loss_kl: 1.8325114250183105 (1.6704469897128917) | > loss_feat: 8.928975105285645 (7.539926534817543) | > loss_mel: 18.527233123779297 (19.73486707239975) | > loss_duration: 2.315023422241211 (2.1366483219611774) | > loss_1: 33.61582946777344 (33.69193812947212) | > grad_norm_1: tensor(288.3371, device='cuda:0') (tensor(250.2237, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.5859 (0.3962641836684425) | > loader_time: 0.0091 (0.004828219796404424)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.331509828567505 (2.331509828567505) | > loss_disc_real_0: 0.1260906159877777 (0.1260906159877777) | > loss_disc_real_1: 0.24721217155456543 (0.24721217155456543) | > loss_disc_real_2: 0.27761074900627136 (0.27761074900627136) | > loss_disc_real_3: 0.241654172539711 (0.241654172539711) | > loss_disc_real_4: 0.2907867133617401 (0.2907867133617401) | > loss_disc_real_5: 0.2548762261867523 (0.2548762261867523) | > loss_0: 2.331509828567505 (2.331509828567505) | > loss_gen: 2.7107017040252686 (2.7107017040252686) | > loss_kl: 1.219269871711731 (1.219269871711731) | > loss_feat: 6.815995216369629 (6.815995216369629) | > loss_mel: 18.396169662475586 (18.396169662475586) | > loss_duration: 2.8175482749938965 (2.8175482749938965) | > loss_1: 31.959684371948242 (31.959684371948242)  --> STEP: 1 | > loss_disc: 2.6230382919311523 (2.6230382919311523) | > loss_disc_real_0: 0.20840492844581604 (0.20840492844581604) | > loss_disc_real_1: 0.2616949677467346 (0.2616949677467346) | > loss_disc_real_2: 0.30125144124031067 (0.30125144124031067) | > loss_disc_real_3: 0.42300769686698914 (0.42300769686698914) | > loss_disc_real_4: 0.386818528175354 (0.386818528175354) | > loss_disc_real_5: 0.42256009578704834 (0.42256009578704834) | > loss_0: 2.6230382919311523 (2.6230382919311523) | > loss_gen: 3.7601258754730225 (3.7601258754730225) | > loss_kl: 2.140925407409668 (2.140925407409668) | > loss_feat: 6.7378950119018555 (6.7378950119018555) | > loss_mel: 20.434093475341797 (20.434093475341797) | > loss_duration: 2.387802839279175 (2.387802839279175) | > loss_1: 35.46084213256836 (35.46084213256836)  --> STEP: 2 | > loss_disc: 2.3245928287506104 (2.4738155603408813) | > loss_disc_real_0: 0.11887920647859573 (0.1636420674622059) | > loss_disc_real_1: 0.3094259202480316 (0.2855604439973831) | > loss_disc_real_2: 0.43756628036499023 (0.36940886080265045) | > loss_disc_real_3: 0.30608493089675903 (0.3645463138818741) | > loss_disc_real_4: 0.27326101064682007 (0.33003976941108704) | > loss_disc_real_5: 0.23396113514900208 (0.3282606154680252) | > loss_0: 2.3245928287506104 (2.4738155603408813) | > loss_gen: 3.3471572399139404 (3.5536415576934814) | > loss_kl: 1.82882559299469 (1.984875500202179) | > loss_feat: 6.607016563415527 (6.672455787658691) | > loss_mel: 21.55950355529785 (20.996798515319824) | > loss_duration: 2.3897104263305664 (2.3887566328048706) | > loss_1: 35.73221206665039 (35.596527099609375)  --> STEP: 3 | > loss_disc: 2.246079921722412 (2.3979036808013916) | > loss_disc_real_0: 0.06702691316604614 (0.13143701603015265) | > loss_disc_real_1: 0.2561620771884918 (0.27576098839441937) | > loss_disc_real_2: 0.2512180209159851 (0.330011914173762) | > loss_disc_real_3: 0.21789422631263733 (0.3156622846921285) | > loss_disc_real_4: 0.24556203186511993 (0.30188052356243134) | > loss_disc_real_5: 0.22671829164028168 (0.2944131741921107) | > loss_0: 2.246079921722412 (2.3979036808013916) | > loss_gen: 3.0261833667755127 (3.377822160720825) | > loss_kl: 1.968699336051941 (1.9794834454854329) | > loss_feat: 9.044095993041992 (7.463002522786458) | > loss_mel: 21.62379264831543 (21.20579655965169) | > loss_duration: 2.240377187728882 (2.339296817779541) | > loss_1: 37.90314865112305 (36.36540095011393)  --> STEP: 4 | > loss_disc: 2.2743654251098633 (2.3670191168785095) | > loss_disc_real_0: 0.14050191640853882 (0.13370324112474918) | > loss_disc_real_1: 0.30355578660964966 (0.28270968794822693) | > loss_disc_real_2: 0.35143744945526123 (0.3353682979941368) | > loss_disc_real_3: 0.28179192543029785 (0.30719469487667084) | > loss_disc_real_4: 0.24590083956718445 (0.2878856025636196) | > loss_disc_real_5: 0.29501283168792725 (0.29456308856606483) | > loss_0: 2.2743654251098633 (2.3670191168785095) | > loss_gen: 3.2109391689300537 (3.3361014127731323) | > loss_kl: 2.534618616104126 (2.118267238140106) | > loss_feat: 6.54221248626709 (7.232805013656616) | > loss_mel: 20.61239242553711 (21.057445526123047) | > loss_duration: 2.2204902172088623 (2.3095951676368713) | > loss_1: 35.12065124511719 (36.054213523864746)  --> STEP: 5 | > loss_disc: 2.149747848510742 (2.323564863204956) | > loss_disc_real_0: 0.15034478902816772 (0.13703155070543288) | > loss_disc_real_1: 0.24798443913459778 (0.2757646381855011) | > loss_disc_real_2: 0.28414323925971985 (0.3251232862472534) | > loss_disc_real_3: 0.27661824226379395 (0.30107940435409547) | > loss_disc_real_4: 0.2941133379936218 (0.28913114964962006) | > loss_disc_real_5: 0.21834836900234222 (0.27932014465332033) | > loss_0: 2.149747848510742 (2.323564863204956) | > loss_gen: 3.0601768493652344 (3.2809165000915526) | > loss_kl: 1.5020676851272583 (1.9950273275375365) | > loss_feat: 7.468790531158447 (7.280002117156982) | > loss_mel: 22.27752685546875 (21.30146179199219) | > loss_duration: 2.4179859161376953 (2.331273317337036) | > loss_1: 36.72654724121094 (36.188680267333986)  --> STEP: 6 | > loss_disc: 2.419910430908203 (2.339622457822164) | > loss_disc_real_0: 0.09923261404037476 (0.1307317279279232) | > loss_disc_real_1: 0.33295202255249023 (0.28529586891333264) | > loss_disc_real_2: 0.2780647575855255 (0.31728019813696545) | > loss_disc_real_3: 0.342922180891037 (0.3080532004435857) | > loss_disc_real_4: 0.30132603645324707 (0.2911636307835579) | > loss_disc_real_5: 0.22513003647327423 (0.27028845995664597) | > loss_0: 2.419910430908203 (2.339622457822164) | > loss_gen: 2.8045177459716797 (3.2015167077382407) | > loss_kl: 2.0774178504943848 (2.008759081363678) | > loss_feat: 6.671667098999023 (7.178612947463989) | > loss_mel: 20.435060501098633 (21.15706157684326) | > loss_duration: 2.136378288269043 (2.2987908124923706) | > loss_1: 34.12504196166992 (35.844740549723305)  --> STEP: 7 | > loss_disc: 2.1916122436523438 (2.31847814151219) | > loss_disc_real_0: 0.1342509388923645 (0.1312344723514148) | > loss_disc_real_1: 0.22579051554203033 (0.2767951041460037) | > loss_disc_real_2: 0.3041507303714752 (0.3154045598847525) | > loss_disc_real_3: 0.29332584142684937 (0.3059492920126234) | > loss_disc_real_4: 0.2808678448200226 (0.28969280421733856) | > loss_disc_real_5: 0.25362375378608704 (0.26790778764656614) | > loss_0: 2.1916122436523438 (2.31847814151219) | > loss_gen: 3.130800724029541 (3.1914144243512834) | > loss_kl: 2.0812697410583496 (2.0191177470343455) | > loss_feat: 6.674295902252197 (7.106567655290876) | > loss_mel: 21.132404327392578 (21.15353911263602) | > loss_duration: 2.4279301166534424 (2.317239284515381) | > loss_1: 35.44670104980469 (35.78787776402065)  --> STEP: 8 | > loss_disc: 2.325935125350952 (2.319410264492035) | > loss_disc_real_0: 0.1659003645181656 (0.13556770887225866) | > loss_disc_real_1: 0.26455602049827576 (0.2752652186900377) | > loss_disc_real_2: 0.3161675035953522 (0.3154999278485775) | > loss_disc_real_3: 0.2774944603443146 (0.3023924380540848) | > loss_disc_real_4: 0.26354944705963135 (0.28642488457262516) | > loss_disc_real_5: 0.24905656278133392 (0.2655513845384121) | > loss_0: 2.325935125350952 (2.319410264492035) | > loss_gen: 2.8777122497558594 (3.1522016525268555) | > loss_kl: 1.6852353811264038 (1.9773824512958529) | > loss_feat: 7.132391452789307 (7.10979562997818) | > loss_mel: 20.970684051513672 (21.130682229995728) | > loss_duration: 2.122377634048462 (2.292881578207016) | > loss_1: 34.78840255737305 (35.6629433631897)  --> STEP: 9 | > loss_disc: 1.8534072637557983 (2.26763215329912) | > loss_disc_real_0: 0.08714249730110168 (0.13018712980879676) | > loss_disc_real_1: 0.14053396880626678 (0.2602950798140632) | > loss_disc_real_2: 0.25345200300216675 (0.30860571397675407) | > loss_disc_real_3: 0.19224479794502258 (0.2901538113753001) | > loss_disc_real_4: 0.2048977166414261 (0.2773663103580475) | > loss_disc_real_5: 0.1798049360513687 (0.25602400137318504) | > loss_0: 1.8534072637557983 (2.26763215329912) | > loss_gen: 2.983583450317383 (3.133466296725803) | > loss_kl: 2.1893723011016846 (2.0009368790520563) | > loss_feat: 11.552961349487305 (7.603480709923638) | > loss_mel: 22.372554779052734 (21.26866806877984) | > loss_duration: 2.1298580169677734 (2.2747678491804333) | > loss_1: 41.22833251953125 (36.28131993611654)  --> STEP: 10 | > loss_disc: 2.2196295261383057 (2.2628318905830382) | > loss_disc_real_0: 0.22598932683467865 (0.13976734951138498) | > loss_disc_real_1: 0.2596634328365326 (0.2602319151163101) | > loss_disc_real_2: 0.30064353346824646 (0.30780949592590334) | > loss_disc_real_3: 0.302922785282135 (0.2914307087659836) | > loss_disc_real_4: 0.2613771855831146 (0.2757673978805542) | > loss_disc_real_5: 0.2831624746322632 (0.2587378486990929) | > loss_0: 2.2196295261383057 (2.2628318905830382) | > loss_gen: 3.643937587738037 (3.1845134258270265) | > loss_kl: 2.0352656841278076 (2.0043697595596313) | > loss_feat: 8.547866821289062 (7.697919321060181) | > loss_mel: 20.84988784790039 (21.226790046691896) | > loss_duration: 2.2801032066345215 (2.275301384925842) | > loss_1: 37.357059478759766 (36.38889389038086)  --> STEP: 11 | > loss_disc: 2.3515677452087402 (2.270898786458102) | > loss_disc_real_0: 0.13621897995471954 (0.13944477046077902) | > loss_disc_real_1: 0.33722984790802 (0.26723172718828375) | > loss_disc_real_2: 0.327687531709671 (0.309616590088064) | > loss_disc_real_3: 0.29224660992622375 (0.29150488159873267) | > loss_disc_real_4: 0.27911093831062317 (0.27607135610146954) | > loss_disc_real_5: 0.29169243574142456 (0.26173372024839575) | > loss_0: 2.3515677452087402 (2.270898786458102) | > loss_gen: 3.1466898918151855 (3.181074922735041) | > loss_kl: 2.3064041137695312 (2.0318274281241675) | > loss_feat: 7.191274166107178 (7.651860670609907) | > loss_mel: 20.240280151367188 (21.1371073289351) | > loss_duration: 2.440884590148926 (2.2903544035824863) | > loss_1: 35.325531005859375 (36.29222453724254)  --> STEP: 12 | > loss_disc: 2.3712594509124756 (2.2792621751626334) | > loss_disc_real_0: 0.08628661185503006 (0.13501492391029993) | > loss_disc_real_1: 0.34472283720970154 (0.27368931969006854) | > loss_disc_real_2: 0.3544537425041199 (0.3133530194560687) | > loss_disc_real_3: 0.2800412178039551 (0.2905495762825012) | > loss_disc_real_4: 0.2663429379463196 (0.2752606545885404) | > loss_disc_real_5: 0.2973361611366272 (0.26470059032241505) | > loss_0: 2.3712594509124756 (2.2792621751626334) | > loss_gen: 3.039824962615967 (3.169304092725118) | > loss_kl: 1.6435075998306274 (1.999467442433039) | > loss_feat: 6.070590019226074 (7.520088116327922) | > loss_mel: 19.910884857177734 (21.034922122955322) | > loss_duration: 2.2174932956695557 (2.284282644589742) | > loss_1: 32.882301330566406 (36.008064270019524)  --> STEP: 13 | > loss_disc: 2.2260754108428955 (2.2751708855995765) | > loss_disc_real_0: 0.1848074197769165 (0.13884511590003967) | > loss_disc_real_1: 0.3214133083820343 (0.2773603957432967) | > loss_disc_real_2: 0.35155540704727173 (0.316291664655392) | > loss_disc_real_3: 0.269697368144989 (0.28894556027192336) | > loss_disc_real_4: 0.27824217081069946 (0.2754900019902449) | > loss_disc_real_5: 0.18045592308044434 (0.2582202313038019) | > loss_0: 2.2260754108428955 (2.2751708855995765) | > loss_gen: 3.3300089836120605 (3.181666007408729) | > loss_kl: 1.6341888904571533 (1.9713690922810478) | > loss_feat: 7.613480091094971 (7.527272114386926) | > loss_mel: 20.341968536376953 (20.98161800091083) | > loss_duration: 2.1598949432373047 (2.2747143598703237) | > loss_1: 35.07954406738281 (35.93663963904747)  --> STEP: 14 | > loss_disc: 2.2287800312042236 (2.2718572531427657) | > loss_disc_real_0: 0.08167655020952225 (0.13476164692214557) | > loss_disc_real_1: 0.20839227735996246 (0.27243410157305853) | > loss_disc_real_2: 0.2738552391529083 (0.31326049140521456) | > loss_disc_real_3: 0.2996065616607666 (0.2897070603711264) | > loss_disc_real_4: 0.26783061027526855 (0.27494290258203236) | > loss_disc_real_5: 0.25840142369270325 (0.25823317361729486) | > loss_0: 2.2287800312042236 (2.2718572531427657) | > loss_gen: 2.871385335922241 (3.1595031023025513) | > loss_kl: 1.9448648691177368 (1.9694759334836685) | > loss_feat: 6.423724174499512 (7.448447261537824) | > loss_mel: 21.146484375 (20.99339417048863) | > loss_duration: 2.300847053527832 (2.27658098084586) | > loss_1: 34.68730545043945 (35.847401482718325)  --> STEP: 15 | > loss_disc: 2.10337495803833 (2.2606251001358033) | > loss_disc_real_0: 0.09753991663455963 (0.13228019823630652) | > loss_disc_real_1: 0.32018154859542847 (0.2756172647078832) | > loss_disc_real_2: 0.32357466220855713 (0.3139481027921041) | > loss_disc_real_3: 0.20564016699790955 (0.284102600812912) | > loss_disc_real_4: 0.19306634366512299 (0.26948446532090503) | > loss_disc_real_5: 0.2683474123477936 (0.2589074561993281) | > loss_0: 2.10337495803833 (2.2606251001358033) | > loss_gen: 3.109729766845703 (3.1561848799387615) | > loss_kl: 2.696134328842163 (2.017919826507568) | > loss_feat: 8.278124809265137 (7.503759098052979) | > loss_mel: 20.86140251159668 (20.9845947265625) | > loss_duration: 2.3137362003326416 (2.279057995478312) | > loss_1: 37.25912857055664 (35.941516621907546)  --> STEP: 16 | > loss_disc: 2.501880645751953 (2.2757035717368126) | > loss_disc_real_0: 0.1391458958387375 (0.13270930433645844) | > loss_disc_real_1: 0.2925897538661957 (0.27667804528027773) | > loss_disc_real_2: 0.2678435146808624 (0.3110665660351515) | > loss_disc_real_3: 0.3203774690628052 (0.2863697800785303) | > loss_disc_real_4: 0.26026761531829834 (0.26890841219574213) | > loss_disc_real_5: 0.27913808822631836 (0.260171870701015) | > loss_0: 2.501880645751953 (2.2757035717368126) | > loss_gen: 3.1614086627960205 (3.15651136636734) | > loss_kl: 1.5581624507904053 (1.9891849905252454) | > loss_feat: 7.902844429016113 (7.528701931238174) | > loss_mel: 17.68132209777832 (20.77814018726349) | > loss_duration: 2.3061439990997314 (2.280750870704651) | > loss_1: 32.60988235473633 (35.73328948020934)  --> STEP: 17 | > loss_disc: 2.882552146911621 (2.3114005467470955) | > loss_disc_real_0: 0.17428089678287506 (0.13515469212742412) | > loss_disc_real_1: 0.33345189690589905 (0.2800176836111966) | > loss_disc_real_2: 0.4751163721084595 (0.320716554627699) | > loss_disc_real_3: 0.3361507058143616 (0.28929806982769685) | > loss_disc_real_4: 0.34737852215766907 (0.27352430101703196) | > loss_disc_real_5: 0.39006444811820984 (0.2678126105490853) | > loss_0: 2.882552146911621 (2.3114005467470955) | > loss_gen: 2.9139864444732666 (3.142245194491218) | > loss_kl: 1.7436496019363403 (1.974741732372957) | > loss_feat: 6.655117511749268 (7.477314612444709) | > loss_mel: 18.0826416015625 (20.619581446928137) | > loss_duration: 2.371366500854492 (2.2860812018899357) | > loss_1: 31.766761779785156 (35.49996432136086)  --> STEP: 18 | > loss_disc: 2.0316081047058105 (2.295856522189246) | > loss_disc_real_0: 0.1024157702922821 (0.1333358631365829) | > loss_disc_real_1: 0.30500665307044983 (0.2814059596922662) | > loss_disc_real_2: 0.26246923208236694 (0.31748059226406944) | > loss_disc_real_3: 0.22595810890197754 (0.2857791831096013) | > loss_disc_real_4: 0.18558059632778168 (0.26863853964540696) | > loss_disc_real_5: 0.15777921676635742 (0.2616996442278226) | > loss_0: 2.0316081047058105 (2.295856522189246) | > loss_gen: 3.3944122791290283 (3.1562544769710965) | > loss_kl: 1.952355146408081 (1.9734980331526861) | > loss_feat: 10.278676986694336 (7.632945855458577) | > loss_mel: 20.186386108398438 (20.59551503923204) | > loss_duration: 2.2657108306884766 (2.2849495146009655) | > loss_1: 38.077545166015625 (35.64316325717502)  --> STEP: 19 | > loss_disc: 2.6646728515625 (2.3152679079457332) | > loss_disc_real_0: 0.20076841115951538 (0.13688494461147407) | > loss_disc_real_1: 0.3870115876197815 (0.2869641506358197) | > loss_disc_real_2: 0.3563065826892853 (0.319524065444344) | > loss_disc_real_3: 0.29725098609924316 (0.2863829622143193) | > loss_disc_real_4: 0.2998749613761902 (0.27028256184176397) | > loss_disc_real_5: 0.34132352471351624 (0.26589037477970123) | > loss_0: 2.6646728515625 (2.3152679079457332) | > loss_gen: 2.907127618789673 (3.143142537066811) | > loss_kl: 1.2761967182159424 (1.936797963945489) | > loss_feat: 5.952818393707275 (7.544518094313772) | > loss_mel: 18.298751831054688 (20.474632765117445) | > loss_duration: 2.2865352630615234 (2.285032975046258) | > loss_1: 30.7214298248291 (35.384124655472604)  --> STEP: 20 | > loss_disc: 2.2464663982391357 (2.3118278324604034) | > loss_disc_real_0: 0.11822941899299622 (0.13595216833055018) | > loss_disc_real_1: 0.27487632632255554 (0.28635975942015646) | > loss_disc_real_2: 0.3227996230125427 (0.3196878433227539) | > loss_disc_real_3: 0.3269699513912201 (0.28841231167316433) | > loss_disc_real_4: 0.2765907943248749 (0.2705979734659195) | > loss_disc_real_5: 0.2862946391105652 (0.26691058799624445) | > loss_0: 2.2464663982391357 (2.3118278324604034) | > loss_gen: 3.449854850769043 (3.158478152751923) | > loss_kl: 1.800291657447815 (1.9299726486206055) | > loss_feat: 7.730416297912598 (7.553813004493714) | > loss_mel: 20.047746658325195 (20.45328845977783) | > loss_duration: 2.334716320037842 (2.2875171422958376) | > loss_1: 35.3630256652832 (35.38306970596314)  --> STEP: 21 | > loss_disc: 2.747931718826294 (2.3325946841921126) | > loss_disc_real_0: 0.22707660496234894 (0.1402914272177787) | > loss_disc_real_1: 0.31524959206581116 (0.28773546573661624) | > loss_disc_real_2: 0.4630412757396698 (0.32651419724736896) | > loss_disc_real_3: 0.2941923439502716 (0.2886875513054075) | > loss_disc_real_4: 0.3342099189758301 (0.2736271137282962) | > loss_disc_real_5: 0.33568045496940613 (0.270185343566395) | > loss_0: 2.747931718826294 (2.3325946841921126) | > loss_gen: 3.308295249938965 (3.16561230023702) | > loss_kl: 1.6605160236358643 (1.9171413807641893) | > loss_feat: 6.858813285827637 (7.520717779795329) | > loss_mel: 18.753122329711914 (20.37232816786993) | > loss_duration: 2.148210048675537 (2.280883471171061) | > loss_1: 32.72895431518555 (35.25668325878325)  --> STEP: 22 | > loss_disc: 2.026724338531494 (2.3186914866620842) | > loss_disc_real_0: 0.12130224704742432 (0.13942828266458077) | > loss_disc_real_1: 0.30562105774879456 (0.28854844719171524) | > 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| > loss_disc_real_5: 0.21630848944187164 (0.26472394881041156) | > loss_0: 2.155405282974243 (2.3115920865017436) | > loss_gen: 3.614654302597046 (3.2062719904858135) | > loss_kl: 2.8576509952545166 (1.927724382151728) | > loss_feat: 11.46466064453125 (7.762505552043086) | > loss_mel: 18.966875076293945 (20.340108539747156) | > loss_duration: 2.2495598793029785 (2.2738181611765986) | > loss_1: 39.15340042114258 (35.51042880182681)  --> STEP: 24 | > loss_disc: 2.1515963077545166 (2.304925595720609) | > loss_disc_real_0: 0.12853321433067322 (0.14152160317947465) | > loss_disc_real_1: 0.26042768359184265 (0.28852741854886216) | > loss_disc_real_2: 0.4205435812473297 (0.3277941991885503) | > loss_disc_real_3: 0.2889846861362457 (0.2837481002012888) | > loss_disc_real_4: 0.1864173263311386 (0.267308248206973) | > loss_disc_real_5: 0.1920337975025177 (0.261695192505916) | > loss_0: 2.1515963077545166 (2.304925595720609) | > loss_gen: 3.3774983882904053 (3.213406423727671) | > loss_kl: 1.7778847217559814 (1.921481062968572) | > loss_feat: 7.628968715667725 (7.756941517194112) | > loss_mel: 20.17658805847168 (20.333295186360676) | > loss_duration: 2.3975305557250977 (2.278972844282786) | > loss_1: 35.35847091674805 (35.50409722328187)  --> STEP: 25 | > loss_disc: 2.3183610439300537 (2.305463013648987) | > loss_disc_real_0: 0.14410081505775452 (0.14162477165460585) | > loss_disc_real_1: 0.25744834542274475 (0.28728425562381743) | > loss_disc_real_2: 0.367014080286026 (0.3293629944324493) | > loss_disc_real_3: 0.3043081760406494 (0.28457050323486327) | > loss_disc_real_4: 0.24534812569618225 (0.26642984330654135) | > loss_disc_real_5: 0.28131893277168274 (0.2624801421165467) | > loss_0: 2.3183610439300537 (2.305463013648987) | > loss_gen: 3.487671136856079 (3.2243770122528077) | > loss_kl: 2.4584877490997314 (1.9429613304138185) | > loss_feat: 7.843394756317139 (7.7603996467590335) | > loss_mel: 18.736270904541016 (20.26941421508789) | > loss_duration: 2.3437557220458984 (2.2815641593933105) | > loss_1: 34.86958312988281 (35.47871665954591)  --> STEP: 26 | > loss_disc: 2.3615596294403076 (2.307620575794807) | > loss_disc_real_0: 0.2048472762107849 (0.14405640644522813) | > loss_disc_real_1: 0.23575091361999512 (0.2853022040082858) | > loss_disc_real_2: 0.26394909620285034 (0.32684707526977247) | > loss_disc_real_3: 0.3322559893131256 (0.2864045603917195) | > loss_disc_real_4: 0.11348386853933334 (0.2605473058154949) | > loss_disc_real_5: 0.1770513355731964 (0.2591944187879563) | > loss_0: 2.3615596294403076 (2.307620575794807) | > loss_gen: 2.602896213531494 (3.20047390460968) | > loss_kl: 2.314152240753174 (1.957237903888409) | > loss_feat: 10.519213676452637 (7.866507878670325) | > loss_mel: 22.06302833557129 (20.33839937356802) | > loss_duration: 2.304088592529297 (2.2824304837446947) | > loss_1: 39.80337905883789 (35.64504982874944) --> EVAL PERFORMANCE | > avg_loader_time: 0.002304572325486403 (-7.654153383695192e-05) | > avg_loss_disc: 2.307620575794807 (-0.01223278504151537) | > avg_loss_disc_real_0: 0.14405640644522813 (-0.00613911736470002) | > avg_loss_disc_real_1: 0.2853022040082858 (+0.11114225536584854) | > avg_loss_disc_real_2: 0.32684707526977247 (+0.12862383001125777) | > avg_loss_disc_real_3: 0.2864045603917195 (+0.07163208637099999) | > avg_loss_disc_real_4: 0.2605473058154949 (+0.046164232377822495) | > avg_loss_disc_real_5: 0.2591944187879563 (+0.04319730028510099) | > avg_loss_0: 2.307620575794807 (-0.01223278504151537) | > avg_loss_gen: 3.20047390460968 (+0.6857431576802182) | > avg_loss_kl: 1.957237903888409 (-0.08806624779334427) | > avg_loss_feat: 7.866507878670325 (+0.5029367850377007) | > avg_loss_mel: 20.33839937356802 (+0.09019785660962754) | > avg_loss_duration: 2.2824304837446947 (+0.01818692684173584) | > avg_loss_1: 35.64504982874944 (+1.2089986801147532)  > EPOCH: 131/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:41:07)   --> TIME: 2024-06-10 20:41:14 -- STEP: 19/330 -- GLOBAL_STEP: 131250 | > loss_disc: 2.4082531929016113 (2.3077699008740877) | > loss_disc_real_0: 0.12196338176727295 (0.11271576112822483) | > loss_disc_real_1: 0.17165130376815796 (0.19979217491651835) | > loss_disc_real_2: 0.19310809671878815 (0.21308612196069016) | > loss_disc_real_3: 0.21891136467456818 (0.22227758404455686) | > loss_disc_real_4: 0.22450850903987885 (0.2222981233345835) | > loss_disc_real_5: 0.20295076072216034 (0.20662788811482882) | > loss_0: 2.4082531929016113 (2.3077699008740877) | > grad_norm_0: tensor(10.5484, device='cuda:0') (tensor(13.0365, device='cuda:0')) | > loss_gen: 2.4085841178894043 (2.497748977259586) | > loss_kl: 1.6851123571395874 (1.576125377102902) | > loss_feat: 7.438719749450684 (6.8209982420268815) | > loss_mel: 19.882556915283203 (19.885424664146022) | > loss_duration: 2.079982280731201 (2.2007898907912407) | > loss_1: 33.494956970214844 (32.981087132504115) | > grad_norm_1: tensor(112.6596, device='cuda:0') (tensor(161.8850, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.3382 (0.3409945086428994) | > loader_time: 0.0033 (0.0030997552369770253)  --> TIME: 2024-06-10 20:41:23 -- STEP: 44/330 -- GLOBAL_STEP: 131275 | > loss_disc: 2.2101974487304688 (2.288498022339561) | > loss_disc_real_0: 0.11524060368537903 (0.11501351557672024) | > loss_disc_real_1: 0.204606831073761 (0.19997546821832657) | > loss_disc_real_2: 0.2376551628112793 (0.21751121431589127) | > loss_disc_real_3: 0.21600131690502167 (0.2217319126833569) | > loss_disc_real_4: 0.22236771881580353 (0.2165219160643491) | > loss_disc_real_5: 0.19727464020252228 (0.2069335359741341) | > loss_0: 2.2101974487304688 (2.288498022339561) | > grad_norm_0: tensor(5.6271, device='cuda:0') (tensor(11.3202, device='cuda:0')) | > loss_gen: 2.7617788314819336 (2.5358045263723894) | > loss_kl: 1.752722144126892 (1.625977952371944) | > loss_feat: 8.367098808288574 (7.020269751548767) | > loss_mel: 19.744691848754883 (19.901760144667193) | > loss_duration: 1.989255428314209 (2.127199159427123) | > loss_1: 34.61554718017578 (33.211011539806016) | > grad_norm_1: tensor(75.8254, device='cuda:0') (tensor(148.1285, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.3443 (0.34527034651149396) | > loader_time: 0.0032 (0.0032295422120527787)  --> TIME: 2024-06-10 20:41:32 -- STEP: 69/330 -- GLOBAL_STEP: 131300 | > loss_disc: 2.3628978729248047 (2.283111071241075) | > loss_disc_real_0: 0.13155949115753174 (0.11341263386218445) | > loss_disc_real_1: 0.24844560027122498 (0.20153232199558313) | > loss_disc_real_2: 0.18819044530391693 (0.21443836390972137) | > loss_disc_real_3: 0.1966695934534073 (0.22151920890462573) | > loss_disc_real_4: 0.20672720670700073 (0.2156512603379678) | > loss_disc_real_5: 0.2396705150604248 (0.2080397288436475) | > loss_0: 2.3628978729248047 (2.283111071241075) | > grad_norm_0: tensor(15.0701, device='cuda:0') (tensor(10.7913, device='cuda:0')) | > loss_gen: 2.605168342590332 (2.561237134795258) | > loss_kl: 1.7899237871170044 (1.6359444096468496) | > loss_feat: 7.282224655151367 (7.1803075403407) | > loss_mel: 19.521242141723633 (19.908242488252945) | > loss_duration: 2.0079538822174072 (2.1012463258660357) | > loss_1: 33.206512451171875 (33.386977928272195) | > grad_norm_1: tensor(116.1994, device='cuda:0') (tensor(133.2582, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.347 (0.34648118848386017) | > loader_time: 0.0034 (0.003307978312174479)  --> TIME: 2024-06-10 20:41:41 -- STEP: 94/330 -- GLOBAL_STEP: 131325 | > loss_disc: 2.167184829711914 (2.2837415857517978) | > loss_disc_real_0: 0.1147761419415474 (0.1160958506008412) | > loss_disc_real_1: 0.1902632713317871 (0.20203382997436725) | > loss_disc_real_2: 0.20629994571208954 (0.21498715972646754) | > loss_disc_real_3: 0.22558341920375824 (0.22188511601787933) | > loss_disc_real_4: 0.20460747182369232 (0.2150387738613372) | > loss_disc_real_5: 0.19813649356365204 (0.20804922885083138) | > loss_0: 2.167184829711914 (2.2837415857517978) | > grad_norm_0: tensor(6.7100, device='cuda:0') (tensor(12.9003, device='cuda:0')) | > loss_gen: 2.6390345096588135 (2.5693656941677667) | > loss_kl: 1.7451647520065308 (1.647558089266432) | > loss_feat: 7.974369525909424 (7.215048252268041) | > loss_mel: 20.76197624206543 (19.907847282734323) | > loss_duration: 2.0986533164978027 (2.09091138332448) | > loss_1: 35.21919631958008 (33.43073069795647) | > grad_norm_1: tensor(88.1912, device='cuda:0') (tensor(153.9768, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.3574 (0.34842579669140755) | > loader_time: 0.0039 (0.0034699795093942197)  --> TIME: 2024-06-10 20:41:50 -- STEP: 119/330 -- GLOBAL_STEP: 131350 | > loss_disc: 2.402653932571411 (2.282684079739227) | > loss_disc_real_0: 0.14855580031871796 (0.11495102209453824) | > loss_disc_real_1: 0.2498026043176651 (0.2014083224935692) | > loss_disc_real_2: 0.25930461287498474 (0.21628064580825196) | > loss_disc_real_3: 0.23987892270088196 (0.22189885741021453) | > loss_disc_real_4: 0.23210196197032928 (0.21505290294895654) | > loss_disc_real_5: 0.20815302431583405 (0.2091009402725877) | > loss_0: 2.402653932571411 (2.282684079739227) | > grad_norm_0: tensor(10.8044, device='cuda:0') (tensor(13.6127, device='cuda:0')) | > loss_gen: 2.5475142002105713 (2.5818830538196735) | > loss_kl: 1.4180346727371216 (1.6427030944022811) | > loss_feat: 7.218862533569336 (7.257950117608078) | > loss_mel: 20.54366111755371 (19.890690298641424) | > loss_duration: 2.057593822479248 (2.0870830652092667) | > loss_1: 33.78566360473633 (33.46030958159629) | > grad_norm_1: tensor(194.0485, device='cuda:0') (tensor(170.8813, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.3587 (0.3517085383920109) | > loader_time: 0.0052 (0.0035925392343216585)  --> TIME: 2024-06-10 20:42:00 -- STEP: 144/330 -- GLOBAL_STEP: 131375 | > loss_disc: 2.396232843399048 (2.2840023222896786) | > loss_disc_real_0: 0.18304985761642456 (0.11527644806644982) | > loss_disc_real_1: 0.28571903705596924 (0.20175879541784525) | > loss_disc_real_2: 0.21856488287448883 (0.21596965411057079) | > loss_disc_real_3: 0.26354697346687317 (0.22197011092470753) | > loss_disc_real_4: 0.2200620472431183 (0.21449374438573918) | > loss_disc_real_5: 0.19241656363010406 (0.20898790771348608) | > loss_0: 2.396232843399048 (2.2840023222896786) | > grad_norm_0: tensor(62.2162, device='cuda:0') (tensor(14.8236, device='cuda:0')) | > loss_gen: 2.5947959423065186 (2.584853231906892) | > loss_kl: 1.6862932443618774 (1.636178674797217) | > loss_feat: 7.079399108886719 (7.266014085875617) | > loss_mel: 19.980676651000977 (19.873896320660908) | > loss_duration: 2.064419746398926 (2.088682207796308) | > loss_1: 33.405582427978516 (33.449624405966844) | > grad_norm_1: tensor(307.2935, device='cuda:0') (tensor(186.2107, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.3789 (0.3542569461796019) | > loader_time: 0.0042 (0.003722934259308709)  --> TIME: 2024-06-10 20:42:09 -- STEP: 169/330 -- GLOBAL_STEP: 131400 | > loss_disc: 2.1600914001464844 (2.2817663384612503) | > loss_disc_real_0: 0.07469543814659119 (0.1146862608705752) | > loss_disc_real_1: 0.18120138347148895 (0.20093772794015308) | > loss_disc_real_2: 0.19952912628650665 (0.21547986946162395) | > loss_disc_real_3: 0.1912880390882492 (0.22204086396115771) | > loss_disc_real_4: 0.14312686026096344 (0.2136170760061614) | > loss_disc_real_5: 0.15347830951213837 (0.20944017480463673) | > loss_0: 2.1600914001464844 (2.2817663384612503) | > grad_norm_0: tensor(31.0402, device='cuda:0') (tensor(17.1476, device='cuda:0')) | > loss_gen: 2.7709546089172363 (2.59064179905773) | > loss_kl: 1.5206854343414307 (1.629819991320548) | > loss_feat: 7.78899621963501 (7.268615124493661) | > loss_mel: 20.41341209411621 (19.832197561771913) | > loss_duration: 2.119554281234741 (2.0906722644377034) | > loss_1: 34.61360168457031 (33.41194667477578) | > grad_norm_1: tensor(188.2428, device='cuda:0') (tensor(196.6477, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.3692 (0.35725351198185135) | > loader_time: 0.0053 (0.0038815038444022457)  --> TIME: 2024-06-10 20:42:19 -- STEP: 194/330 -- GLOBAL_STEP: 131425 | > loss_disc: 2.1903653144836426 (2.2837649694423092) | > loss_disc_real_0: 0.08882418274879456 (0.11412017454498823) | > loss_disc_real_1: 0.1672862023115158 (0.2015317645423191) | > loss_disc_real_2: 0.21827305853366852 (0.216154549002033) | > loss_disc_real_3: 0.2329363375902176 (0.22237086749261187) | > loss_disc_real_4: 0.25193777680397034 (0.2154810447053811) | > loss_disc_real_5: 0.20413623750209808 (0.2098820287081384) | > loss_0: 2.1903653144836426 (2.2837649694423092) | > grad_norm_0: tensor(9.8689, device='cuda:0') (tensor(18.1395, device='cuda:0')) | > loss_gen: 2.698155164718628 (2.6000163505986804) | > loss_kl: 1.639780879020691 (1.6306993328418928) | > loss_feat: 7.282987117767334 (7.287507819146225) | > loss_mel: 20.111427307128906 (19.815933021073494) | > loss_duration: 2.0946152210235596 (2.0960256635528243) | > loss_1: 33.82696533203125 (33.43018221117784) | > grad_norm_1: tensor(149.0409, device='cuda:0') (tensor(211.4074, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.4008 (0.360972889919871) | > loader_time: 0.0051 (0.004018637322887932)  --> TIME: 2024-06-10 20:42:29 -- STEP: 219/330 -- GLOBAL_STEP: 131450 | > loss_disc: 2.212545156478882 (2.278934245784533) | > loss_disc_real_0: 0.09443008899688721 (0.11416448210472385) | > loss_disc_real_1: 0.20808739960193634 (0.20069801058943412) | > loss_disc_real_2: 0.22024959325790405 (0.21600428080722084) | > loss_disc_real_3: 0.22621384263038635 (0.22155453053783608) | > loss_disc_real_4: 0.20440012216567993 (0.21542374095688127) | > loss_disc_real_5: 0.22133558988571167 (0.20942654205511693) | > loss_0: 2.212545156478882 (2.278934245784533) | > grad_norm_0: tensor(44.9566, device='cuda:0') (tensor(18.7343, device='cuda:0')) | > loss_gen: 2.754462242126465 (2.605018265171139) | > loss_kl: 1.677751064300537 (1.629505878169787) | > loss_feat: 7.6115827560424805 (7.326179247468574) | > loss_mel: 19.52317237854004 (19.803293411045857) | > loss_duration: 2.1494550704956055 (2.1013966782452305) | > loss_1: 33.71642303466797 (33.46539353671135) | > grad_norm_1: tensor(333.2812, device='cuda:0') (tensor(227.3727, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.396 (0.36620780648706175) | > loader_time: 0.0053 (0.004164696828415406)  --> TIME: 2024-06-10 20:42:40 -- STEP: 244/330 -- GLOBAL_STEP: 131475 | > loss_disc: 2.3255579471588135 (2.279766613342723) | > loss_disc_real_0: 0.12824994325637817 (0.11425497865334885) | > loss_disc_real_1: 0.2775402069091797 (0.20076750438721452) | > loss_disc_real_2: 0.22534264624118805 (0.2158219375204845) | > loss_disc_real_3: 0.22902125120162964 (0.22166310177474727) | > loss_disc_real_4: 0.2118263989686966 (0.21604394112698366) | > loss_disc_real_5: 0.17716209590435028 (0.2093833323995598) | > loss_0: 2.3255579471588135 (2.279766613342723) | > grad_norm_0: tensor(20.2633, device='cuda:0') (tensor(19.8262, device='cuda:0')) | > loss_gen: 2.610072374343872 (2.6026785559341565) | > loss_kl: 1.635414958000183 (1.628807906244622) | > loss_feat: 6.543628692626953 (7.316048031947652) | > loss_mel: 17.8094539642334 (19.762425938590628) | > loss_duration: 2.1066040992736816 (2.1082823598971143) | > loss_1: 30.705175399780273 (33.41824281411088) | > grad_norm_1: tensor(326.3493, device='cuda:0') (tensor(242.2561, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.4394 (0.3710024904032223) | > loader_time: 0.0056 (0.004309001516123288)  --> TIME: 2024-06-10 20:42:51 -- STEP: 269/330 -- GLOBAL_STEP: 131500 | > loss_disc: 2.1814589500427246 (2.2791952909590143) | > loss_disc_real_0: 0.09119455516338348 (0.11418777446653763) | > loss_disc_real_1: 0.22035764157772064 (0.20115846223769135) | > loss_disc_real_2: 0.21154288947582245 (0.21572780703301772) | > loss_disc_real_3: 0.21343404054641724 (0.22185811849110187) | > loss_disc_real_4: 0.19277766346931458 (0.2155673855631768) | > loss_disc_real_5: 0.1922796070575714 (0.209421886498157) | > loss_0: 2.1814589500427246 (2.2791952909590143) | > grad_norm_0: tensor(7.3730, device='cuda:0') (tensor(21.4155, device='cuda:0')) | > loss_gen: 2.7584950923919678 (2.6075505784896236) | > loss_kl: 1.613167643547058 (1.6313547192896165) | > loss_feat: 7.735050201416016 (7.353171566605125) | > loss_mel: 18.44028663635254 (19.724409174298707) | > loss_duration: 2.2083892822265625 (2.1143855401574467) | > loss_1: 32.75539016723633 (33.430871594794134) | > grad_norm_1: tensor(338.5970, device='cuda:0') (tensor(254.1366, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.4476 (0.3760858486132995) | > loader_time: 0.0064 (0.004463194914466831) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_131500.pth  --> TIME: 2024-06-10 20:43:07 -- STEP: 294/330 -- GLOBAL_STEP: 131525 | > loss_disc: 2.2606279850006104 (2.277333326891166) | > loss_disc_real_0: 0.2050608992576599 (0.11398713214665043) | > loss_disc_real_1: 0.21718022227287292 (0.20104363469444977) | > loss_disc_real_2: 0.23836861550807953 (0.21539262672062637) | > loss_disc_real_3: 0.19224734604358673 (0.2216224926365476) | > loss_disc_real_4: 0.18040543794631958 (0.21557219878954142) | > loss_disc_real_5: 0.1738937646150589 (0.20901722648516805) | > loss_0: 2.2606279850006104 (2.277333326891166) | > grad_norm_0: tensor(68.0016, device='cuda:0') (tensor(22.6098, device='cuda:0')) | > loss_gen: 2.6565003395080566 (2.613724930756758) | > loss_kl: 1.6310590505599976 (1.6291355579888742) | > loss_feat: 7.990638732910156 (7.388541038344506) | > loss_mel: 19.3707275390625 (19.681404321372106) | > loss_duration: 2.243349075317383 (2.12251335747388) | > loss_1: 33.89227294921875 (33.43531920634156) | > grad_norm_1: tensor(485.3054, device='cuda:0') (tensor(268.0044, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.4509 (0.3826642717633929) | > loader_time: 0.0068 (0.004645581959056204)  --> TIME: 2024-06-10 20:43:20 -- STEP: 319/330 -- GLOBAL_STEP: 131550 | > loss_disc: 2.437283992767334 (2.2778562557734676) | > loss_disc_real_0: 0.08956298232078552 (0.11437904085018044) | > loss_disc_real_1: 0.2187381088733673 (0.20186621754147038) | > loss_disc_real_2: 0.20726846158504486 (0.21526126731712616) | > loss_disc_real_3: 0.26114144921302795 (0.22133443936658878) | > loss_disc_real_4: 0.22313162684440613 (0.21533340014820937) | > loss_disc_real_5: 0.24668721854686737 (0.20864182621894586) | > loss_0: 2.437283992767334 (2.2778562557734676) | > grad_norm_0: tensor(22.2792, device='cuda:0') (tensor(23.2651, device='cuda:0')) | > loss_gen: 2.498264789581299 (2.611359146321455) | > loss_kl: 1.7179542779922485 (1.6305578315519622) | > loss_feat: 8.820734977722168 (7.424606587819545) | > loss_mel: 19.62478256225586 (19.64901858362658) | > loss_duration: 2.3032171726226807 (2.1348740112818896) | > loss_1: 34.9649543762207 (33.450416128463466) | > grad_norm_1: tensor(365.5389, device='cuda:0') (tensor(276.9594, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.5407 (0.392698281984718) | > loader_time: 0.009 (0.004872188299053512)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3432676792144775 (2.3432676792144775) | > loss_disc_real_0: 0.08995696157217026 (0.08995696157217026) | > loss_disc_real_1: 0.25373223423957825 (0.25373223423957825) | > loss_disc_real_2: 0.21709305047988892 (0.21709305047988892) | > loss_disc_real_3: 0.2457810491323471 (0.2457810491323471) | > loss_disc_real_4: 0.28584274649620056 (0.28584274649620056) | > loss_disc_real_5: 0.27307528257369995 (0.27307528257369995) | > loss_0: 2.3432676792144775 (2.3432676792144775) | > loss_gen: 2.7220380306243896 (2.7220380306243896) | > loss_kl: 1.8687307834625244 (1.8687307834625244) | > loss_feat: 6.115344524383545 (6.115344524383545) | > loss_mel: 17.972135543823242 (17.972135543823242) | > loss_duration: 2.8754286766052246 (2.8754286766052246) | > loss_1: 31.553678512573242 (31.553678512573242)  --> STEP: 1 | > loss_disc: 2.2874069213867188 (2.2874069213867188) | > loss_disc_real_0: 0.050041183829307556 (0.050041183829307556) | > loss_disc_real_1: 0.15946614742279053 (0.15946614742279053) | > loss_disc_real_2: 0.30614715814590454 (0.30614715814590454) | > loss_disc_real_3: 0.25949791073799133 (0.25949791073799133) | > loss_disc_real_4: 0.2889813184738159 (0.2889813184738159) | > loss_disc_real_5: 0.27238401770591736 (0.27238401770591736) | > loss_0: 2.2874069213867188 (2.2874069213867188) | > loss_gen: 2.6845486164093018 (2.6845486164093018) | > loss_kl: 2.4129788875579834 (2.4129788875579834) | > loss_feat: 6.5830769538879395 (6.5830769538879395) | > loss_mel: 21.49510955810547 (21.49510955810547) | > loss_duration: 2.3754491806030273 (2.3754491806030273) | > loss_1: 35.55116271972656 (35.55116271972656)  --> STEP: 2 | > loss_disc: 2.4126391410827637 (2.350023031234741) | > loss_disc_real_0: 0.09834876656532288 (0.07419497519731522) | > loss_disc_real_1: 0.28915831446647644 (0.22431223094463348) | > loss_disc_real_2: 0.235271617770195 (0.2707093879580498) | > loss_disc_real_3: 0.28204649686813354 (0.27077220380306244) | > loss_disc_real_4: 0.2566763758659363 (0.2728288471698761) | > loss_disc_real_5: 0.29413798451423645 (0.2832610011100769) | > loss_0: 2.4126391410827637 (2.350023031234741) | > loss_gen: 2.5288233757019043 (2.606685996055603) | > loss_kl: 2.2520194053649902 (2.332499146461487) | > loss_feat: 5.012564659118652 (5.797820806503296) | > loss_mel: 20.14682960510254 (20.820969581604004) | > loss_duration: 2.3584775924682617 (2.3669633865356445) | > loss_1: 32.29871368408203 (33.9249382019043)  --> STEP: 3 | > loss_disc: 1.9675536155700684 (2.2225332260131836) | > loss_disc_real_0: 0.06805454194545746 (0.07214816411336263) | > loss_disc_real_1: 0.20251154899597168 (0.21704533696174622) | > loss_disc_real_2: 0.14820288121700287 (0.22987388571103415) | > loss_disc_real_3: 0.18368279933929443 (0.24174240231513977) | > loss_disc_real_4: 0.27808159589767456 (0.2745797634124756) | > loss_disc_real_5: 0.2572730481624603 (0.274598350127538) | > loss_0: 1.9675536155700684 (2.2225332260131836) | > loss_gen: 2.8284382820129395 (2.6806034247080484) | > loss_kl: 1.6430919170379639 (2.102696736653646) | > loss_feat: 7.978861331939697 (6.524834314982097) | > loss_mel: 21.277040481567383 (20.97299321492513) | > loss_duration: 2.195739507675171 (2.30988876024882) | > loss_1: 35.92317199707031 (34.591016133626304)  --> STEP: 4 | > loss_disc: 2.4651038646698 (2.2831758856773376) | > loss_disc_real_0: 0.2015603631734848 (0.10450121387839317) | > loss_disc_real_1: 0.31819990277290344 (0.24233397841453552) | > loss_disc_real_2: 0.3396318554878235 (0.2573133781552315) | > loss_disc_real_3: 0.3265437185764313 (0.26294273138046265) | > loss_disc_real_4: 0.29993799328804016 (0.28091932088136673) | > loss_disc_real_5: 0.27579209208488464 (0.2748967856168747) | > loss_0: 2.4651038646698 (2.2831758856773376) | > loss_gen: 3.157094717025757 (2.7997262477874756) | > loss_kl: 2.0348544120788574 (2.0857361555099487) | > loss_feat: 7.8707733154296875 (6.861319065093994) | > loss_mel: 19.469633102416992 (20.597153186798096) | > loss_duration: 2.244658946990967 (2.2935813069343567) | > loss_1: 34.777015686035156 (34.637516021728516)  --> STEP: 5 | > loss_disc: 2.1985530853271484 (2.2662513256073) | > loss_disc_real_0: 0.08228807896375656 (0.10005858689546585) | > loss_disc_real_1: 0.264913409948349 (0.24684986472129822) | > loss_disc_real_2: 0.2342269867658615 (0.25269609987735747) | > loss_disc_real_3: 0.19954173266887665 (0.25026253163814544) | > loss_disc_real_4: 0.23357883095741272 (0.2714512228965759) | > loss_disc_real_5: 0.157938152551651 (0.25150505900382997) | > loss_0: 2.1985530853271484 (2.2662513256073) | > loss_gen: 2.6228437423706055 (2.7643497467041014) | > loss_kl: 1.7763090133666992 (2.0238507270812987) | > loss_feat: 6.479592323303223 (6.7849737167358395) | > loss_mel: 20.124786376953125 (20.5026798248291) | > loss_duration: 2.3887174129486084 (2.312608528137207) | > loss_1: 33.392250061035156 (34.38846282958984)  --> STEP: 6 | > loss_disc: 2.0097885131835938 (2.223507523536682) | > loss_disc_real_0: 0.04815328121185303 (0.09140770261486371) | > loss_disc_real_1: 0.1822240799665451 (0.23607890059550604) | > loss_disc_real_2: 0.2553286850452423 (0.253134864072005) | > loss_disc_real_3: 0.260667622089386 (0.2519967133800189) | > loss_disc_real_4: 0.2512919306755066 (0.268091340859731) | > loss_disc_real_5: 0.23127323389053345 (0.24813308815161386) | > loss_0: 2.0097885131835938 (2.223507523536682) | > loss_gen: 2.858366012573242 (2.7800191243489585) | > loss_kl: 1.6740131378173828 (1.9655444622039795) | > loss_feat: 7.684701442718506 (6.934928337732951) | > loss_mel: 20.344390869140625 (20.476298332214355) | > loss_duration: 2.143038272857666 (2.28434681892395) | > loss_1: 34.70450973510742 (34.44113731384277)  --> STEP: 7 | > loss_disc: 2.4695839881896973 (2.2586613042013988) | > loss_disc_real_0: 0.11148802936077118 (0.09427632072142192) | > loss_disc_real_1: 0.28322896361351013 (0.24281462388379232) | > loss_disc_real_2: 0.260647714138031 (0.2542081283671515) | > loss_disc_real_3: 0.32172685861587524 (0.2619581626994269) | > loss_disc_real_4: 0.2994253933429718 (0.2725676340716226) | > loss_disc_real_5: 0.2754974067211151 (0.2520422765186855) | > loss_0: 2.4695839881896973 (2.2586613042013988) | > loss_gen: 2.683246374130249 (2.7661944457462857) | > loss_kl: 2.775559902191162 (2.08126095363072) | > loss_feat: 6.462658882141113 (6.867461272648403) | > loss_mel: 18.61656951904297 (20.210622787475586) | > loss_duration: 2.407266139984131 (2.3019067219325473) | > loss_1: 32.9453010559082 (34.22744641985212)  --> STEP: 8 | > loss_disc: 1.986937403678894 (2.2246958166360855) | > loss_disc_real_0: 0.09222271293401718 (0.09401961974799633) | > loss_disc_real_1: 0.2504428029060364 (0.24376814626157284) | > loss_disc_real_2: 0.2157214730978012 (0.24939729645848271) | > loss_disc_real_3: 0.2814851403236389 (0.2643990349024534) | > loss_disc_real_4: 0.269670307636261 (0.2722054682672024) | > loss_disc_real_5: 0.1829870641231537 (0.243410374969244) | > loss_0: 1.986937403678894 (2.2246958166360855) | > loss_gen: 3.1728029251098633 (2.817020505666733) | > loss_kl: 2.261915922164917 (2.1038428246974945) | > loss_feat: 8.498254776000977 (7.071310460567474) | > loss_mel: 22.021862030029297 (20.4370276927948) | > loss_duration: 2.175590753555298 (2.2861172258853912) | > loss_1: 38.13042449951172 (34.71531867980957)  --> STEP: 9 | > loss_disc: 2.038902521133423 (2.20405211713579) | > loss_disc_real_0: 0.15080955624580383 (0.10032961269219716) | > loss_disc_real_1: 0.2147967666387558 (0.24054910408125985) | > loss_disc_real_2: 0.18825161457061768 (0.2426033318042755) | > loss_disc_real_3: 0.27031901478767395 (0.2650568104452557) | > loss_disc_real_4: 0.27264219522476196 (0.272253993484709) | > loss_disc_real_5: 0.32766860723495483 (0.2527724007765452) | > loss_0: 2.038902521133423 (2.20405211713579) | > loss_gen: 3.4823012351989746 (2.8909405867258706) | > loss_kl: 2.009737968444824 (2.093386729558309) | > loss_feat: 9.762311935424805 (7.370310624440511) | > loss_mel: 22.545433044433594 (20.671294954087998) | > loss_duration: 2.1314377784729004 (2.2689306206173367) | > loss_1: 39.93122100830078 (35.29486338297526)  --> STEP: 10 | > loss_disc: 2.320618152618408 (2.2157087206840513) | > loss_disc_real_0: 0.13982877135276794 (0.10427952855825424) | > loss_disc_real_1: 0.2042384147644043 (0.23691803514957427) | > loss_disc_real_2: 0.27368831634521484 (0.24571183025836946) | > loss_disc_real_3: 0.32235580682754517 (0.27078671008348465) | > loss_disc_real_4: 0.3166721761226654 (0.27669581174850466) | > loss_disc_real_5: 0.30229344964027405 (0.2577245056629181) | > loss_0: 2.320618152618408 (2.2157087206840513) | > loss_gen: 3.2533111572265625 (2.92717764377594) | > loss_kl: 1.8195322751998901 (2.066001284122467) | > loss_feat: 7.563908576965332 (7.389670419692993) | > loss_mel: 19.81177520751953 (20.585342979431154) | > loss_duration: 2.263038158416748 (2.268341374397278) | > loss_1: 34.71156692504883 (35.23653373718262)  --> STEP: 11 | > loss_disc: 2.7073702812194824 (2.2604052261872725) | > loss_disc_real_0: 0.13699737191200256 (0.10725387795404955) | > loss_disc_real_1: 0.3749593198299408 (0.24946724284778943) | > loss_disc_real_2: 0.21464191377162933 (0.24288729239593854) | > loss_disc_real_3: 0.3412811756134033 (0.2771952978589318) | > loss_disc_real_4: 0.3325830399990082 (0.28177646886218677) | > loss_disc_real_5: 0.25768059492111206 (0.2577205137772994) | > loss_0: 2.7073702812194824 (2.2604052261872725) | > loss_gen: 2.620039701461792 (2.899256012656472) | > loss_kl: 2.263861894607544 (2.0839886123483833) | > loss_feat: 5.323903560638428 (7.201873432506215) | > loss_mel: 18.160953521728516 (20.36494393782182) | > loss_duration: 2.4216628074645996 (2.282279686494307) | > loss_1: 30.790420532226562 (34.832341627641156)  --> STEP: 12 | > loss_disc: 2.145073890686035 (2.2507942815621695) | > loss_disc_real_0: 0.0791257917881012 (0.10490987077355385) | > loss_disc_real_1: 0.17992472648620605 (0.2436720331509908) | > loss_disc_real_2: 0.1970960795879364 (0.23907135799527168) | > loss_disc_real_3: 0.23481088876724243 (0.2736632637679577) | > loss_disc_real_4: 0.2374599426984787 (0.2780834250152111) | > loss_disc_real_5: 0.23691783845424652 (0.2559869575003783) | > loss_0: 2.145073890686035 (2.2507942815621695) | > loss_gen: 2.618971586227417 (2.8758989771207175) | > loss_kl: 1.3239058256149292 (2.0206483801205954) | > loss_feat: 6.243622779846191 (7.122019211451213) | > loss_mel: 21.331954956054688 (20.44552818934123) | > loss_duration: 2.1599762439727783 (2.272087732950846) | > loss_1: 33.678428649902344 (34.73618221282959)  --> STEP: 13 | > loss_disc: 2.4662702083587646 (2.267369352854215) | > loss_disc_real_0: 0.10533886402845383 (0.1049428702547) | > loss_disc_real_1: 0.2933224141597748 (0.24749129322858957) | > loss_disc_real_2: 0.28981077671051025 (0.2429743902041362) | > loss_disc_real_3: 0.219905287027359 (0.26952803478791165) | > loss_disc_real_4: 0.273063063621521 (0.27769724336954266) | > loss_disc_real_5: 0.22211496531963348 (0.253381419640321) | > loss_0: 2.4662702083587646 (2.267369352854215) | > loss_gen: 2.696793556213379 (2.862121637050922) | > loss_kl: 1.708499550819397 (1.9966369317128108) | > loss_feat: 5.321911811828613 (6.983549411480244) | > loss_mel: 16.1867733001709 (20.11793165940505) | > loss_duration: 2.090902328491211 (2.258150394146259) | > loss_1: 28.004880905151367 (34.218389804546646)  --> STEP: 14 | > loss_disc: 2.1711313724517822 (2.2604952113968984) | > loss_disc_real_0: 0.13214585185050964 (0.1068859403686864) | > loss_disc_real_1: 0.18191087245941162 (0.24280697745936258) | > loss_disc_real_2: 0.1454416811466217 (0.23600776812859944) | > loss_disc_real_3: 0.25674429535865784 (0.26861491054296494) | > loss_disc_real_4: 0.22933030128479004 (0.27424246179206035) | > loss_disc_real_5: 0.2249532788991928 (0.2513508381588118) | > loss_0: 2.1711313724517822 (2.2604952113968984) | > loss_gen: 2.837719678878784 (2.8603786400386264) | > loss_kl: 1.9268993139266968 (1.991655673299517) | > loss_feat: 7.4930219650268555 (7.019940308162144) | > loss_mel: 23.733051300048828 (20.376154490879603) | > loss_duration: 2.370429039001465 (2.266170297350202) | > loss_1: 38.361122131347656 (34.514299256461)  --> STEP: 15 | > loss_disc: 2.2918643951416016 (2.262586490313212) | > loss_disc_real_0: 0.11771482229232788 (0.10760786583026251) | > loss_disc_real_1: 0.2653132379055023 (0.24430739482243854) | > loss_disc_real_2: 0.28181663155555725 (0.2390616923570633) | > loss_disc_real_3: 0.32058194279670715 (0.2720793793598811) | > loss_disc_real_4: 0.21823947131633759 (0.27050892909367885) | > loss_disc_real_5: 0.19632214307785034 (0.24768225848674771) | > loss_0: 2.2918643951416016 (2.262586490313212) | > loss_gen: 2.8639321327209473 (2.860615539550781) | > loss_kl: 2.668213129043579 (2.0367595036824544) | > loss_feat: 8.821220397949219 (7.140025647481282) | > loss_mel: 19.967565536499023 (20.34891522725423) | > loss_duration: 2.2837586402893066 (2.2673428535461424) | > loss_1: 36.60469055175781 (34.65365867614745)  --> STEP: 16 | > loss_disc: 2.4504001140594482 (2.274324841797352) | > loss_disc_real_0: 0.12154541909694672 (0.10847896290943027) | > loss_disc_real_1: 0.20352545380592346 (0.24175852350890636) | > loss_disc_real_2: 0.2300422042608261 (0.23849797435104847) | > loss_disc_real_3: 0.34517931938171387 (0.27664812561124563) | > loss_disc_real_4: 0.30643346905708313 (0.2727542128413916) | > loss_disc_real_5: 0.3173856735229492 (0.25203872192651033) | > loss_0: 2.4504001140594482 (2.274324841797352) | > loss_gen: 2.6629951000213623 (2.8482642620801926) | > loss_kl: 1.3756201267242432 (1.9954382926225662) | > loss_feat: 6.704561233520508 (7.112809121608734) | > loss_mel: 19.40325355529785 (20.289811372756958) | > loss_duration: 2.3293137550354004 (2.271216034889221) | > loss_1: 32.47574234008789 (34.51753890514373)  --> STEP: 17 | > loss_disc: 2.313772678375244 (2.276645302772522) | > loss_disc_real_0: 0.09039132297039032 (0.10741498408948674) | > loss_disc_real_1: 0.26851552724838257 (0.24333246490534613) | > loss_disc_real_2: 0.3525414764881134 (0.24520641565322876) | > loss_disc_real_3: 0.3100321292877197 (0.2786118905333912) | > loss_disc_real_4: 0.2627766728401184 (0.2721672987236697) | > loss_disc_real_5: 0.21404841542243958 (0.24980399801450617) | > loss_0: 2.313772678375244 (2.276645302772522) | > loss_gen: 2.9614148139953613 (2.854920176898732) | > loss_kl: 1.6352263689041138 (1.9742493559332455) | > loss_feat: 7.137643337249756 (7.114269957822912) | > loss_mel: 19.988431930541992 (20.272083170273724) | > loss_duration: 2.3687901496887207 (2.2769556887009563) | > loss_1: 34.09150695800781 (34.49247820237103)  --> STEP: 18 | > loss_disc: 2.2877678871154785 (2.2772632241249084) | > loss_disc_real_0: 0.09835046529769897 (0.10691139971216519) | > loss_disc_real_1: 0.1437632292509079 (0.2378008407023218) | > loss_disc_real_2: 0.2206811010837555 (0.2438438981771469) | > loss_disc_real_3: 0.27673131227493286 (0.27850741396347684) | > loss_disc_real_4: 0.2784157693386078 (0.2725144359800551) | > loss_disc_real_5: 0.2204754650592804 (0.2481746350725492) | > loss_0: 2.2877678871154785 (2.2772632241249084) | > loss_gen: 2.411550760269165 (2.830288542641534) | > loss_kl: 2.3251538276672363 (1.9937440488073561) | > loss_feat: 8.938945770263672 (7.215640836291843) | > loss_mel: 21.950532913208008 (20.36533037821452) | > loss_duration: 2.2353858947753906 (2.2746462557050915) | > loss_1: 37.861568450927734 (34.679649882846405)  --> STEP: 19 | > loss_disc: 2.1573524475097656 (2.2709521306188485) | > loss_disc_real_0: 0.06469596922397614 (0.10468953494962893) | > loss_disc_real_1: 0.19747471809387207 (0.23567841319661392) | > loss_disc_real_2: 0.2953577935695648 (0.24655515582937942) | > loss_disc_real_3: 0.24509333074092865 (0.27674877800439535) | > loss_disc_real_4: 0.26658323407173157 (0.27220226745856435) | > loss_disc_real_5: 0.1782747060060501 (0.2444956914374703) | > loss_0: 2.1573524475097656 (2.2709521306188485) | > loss_gen: 2.790888786315918 (2.828214871255975) | > loss_kl: 1.477198600769043 (1.9665574462790238) | > loss_feat: 7.686031818389893 (7.240398256402266) | > loss_mel: 18.955244064331055 (20.291115309062757) | > loss_duration: 2.2825682163238525 (2.275063201000816) | > loss_1: 33.191932678222656 (34.601348977339896)  --> STEP: 20 | > loss_disc: 2.4007039070129395 (2.277439719438553) | > loss_disc_real_0: 0.11282645910978317 (0.10509638115763664) | > loss_disc_real_1: 0.18405978381633759 (0.2330974817276001) | > loss_disc_real_2: 0.29461872577667236 (0.24895833432674408) | > loss_disc_real_3: 0.31919950246810913 (0.27887131422758105) | > loss_disc_real_4: 0.2743411362171173 (0.272309210896492) | > loss_disc_real_5: 0.30880221724510193 (0.24771101772785187) | > loss_0: 2.4007039070129395 (2.277439719438553) | > loss_gen: 2.8353826999664307 (2.828573262691498) | > loss_kl: 1.9802888631820679 (1.967244017124176) | > loss_feat: 5.204884052276611 (7.138622546195984) | > loss_mel: 19.238048553466797 (20.23846197128296) | > loss_duration: 2.303537607192993 (2.2764869213104246) | > loss_1: 31.56214141845703 (34.44938859939575)  --> STEP: 21 | > loss_disc: 2.3754019737243652 (2.2821045886902582) | > loss_disc_real_0: 0.07688888907432556 (0.10375316724890754) | > loss_disc_real_1: 0.23881185054779053 (0.23336959452856154) | > loss_disc_real_2: 0.25002560019493103 (0.24900915651094346) | > loss_disc_real_3: 0.2836739420890808 (0.27910001079241437) | > loss_disc_real_4: 0.22886112332344055 (0.27024025434539434) | > loss_disc_real_5: 0.24136000871658325 (0.24740858872731528) | > loss_0: 2.3754019737243652 (2.2821045886902582) | > loss_gen: 2.313474416732788 (2.8040447462172735) | > loss_kl: 2.137972116470337 (1.9753739266168504) | > loss_feat: 5.316590785980225 (7.051859129042852) | > loss_mel: 16.145503997802734 (20.043559210641043) | > loss_duration: 2.1636080741882324 (2.27111173811413) | > loss_1: 28.077150344848633 (34.145948682512554)  --> STEP: 22 | > loss_disc: 1.9243814945220947 (2.2658444480462507) | > loss_disc_real_0: 0.06370685249567032 (0.1019328802146695) | > loss_disc_real_1: 0.15162596106529236 (0.22965397482568567) | > loss_disc_real_2: 0.18857870995998383 (0.24626231803135437) | > loss_disc_real_3: 0.1650599092245102 (0.2739163698120551) | > loss_disc_real_4: 0.19725871086120605 (0.2669229114597494) | > loss_disc_real_5: 0.1944168359041214 (0.24499987268989737) | > loss_0: 1.9243814945220947 (2.2658444480462507) | > loss_gen: 2.647634506225586 (2.796935189854015) | > loss_kl: 1.87937331199646 (1.9710102623159236) | > loss_feat: 8.401044845581055 (7.113185752521861) | > loss_mel: 22.448991775512695 (20.152897054498847) | > loss_duration: 2.1416430473327637 (2.2652267976240683) | > loss_1: 37.5186882019043 (34.299255024303086)  --> STEP: 23 | > loss_disc: 2.3261749744415283 (2.2684675144112627) | > loss_disc_real_0: 0.14205917716026306 (0.10367750182099965) | > loss_disc_real_1: 0.2834642231464386 (0.23199355083963144) | > loss_disc_real_2: 0.20559939742088318 (0.2444943649613339) | > loss_disc_real_3: 0.23753568530082703 (0.27233460092026257) | > loss_disc_real_4: 0.24199506640434265 (0.26583909210951434) | > loss_disc_real_5: 0.22726765275001526 (0.24422890660555466) | > loss_0: 2.3261749744415283 (2.2684675144112627) | > loss_gen: 2.555370807647705 (2.786432390627654) | > loss_kl: 2.2976596355438232 (1.985212408978006) | > loss_feat: 5.809713363647461 (7.056513039962105) | > loss_mel: 17.794208526611328 (20.050345379373304) | > loss_duration: 2.246016025543213 (2.264391546664031) | > loss_1: 30.702966690063477 (34.142894661944844)  --> STEP: 24 | > loss_disc: 2.5761756896972656 (2.281288688381513) | > loss_disc_real_0: 0.1112913191318512 (0.10399474420895179) | > loss_disc_real_1: 0.30704739689826965 (0.23512079442540804) | > loss_disc_real_2: 0.34320488572120667 (0.2486073033263286) | > loss_disc_real_3: 0.33609819412231445 (0.27499141730368143) | > loss_disc_real_4: 0.32765671610832214 (0.268414826442798) | > loss_disc_real_5: 0.3209933340549469 (0.247427424415946) | > loss_0: 2.5761756896972656 (2.281288688381513) | > loss_gen: 2.892122507095337 (2.790836145480474) | > loss_kl: 2.056619167327881 (1.9881876905759175) | > loss_feat: 8.03688907623291 (7.097362041473389) | > loss_mel: 19.633975982666016 (20.0329966545105) | > loss_duration: 2.3701272010803223 (2.268797198931377) | > loss_1: 34.9897346496582 (34.1781796614329)  --> STEP: 25 | > loss_disc: 2.5124433040618896 (2.290534873008728) | > loss_disc_real_0: 0.19070769846439362 (0.10746326237916946) | > loss_disc_real_1: 0.28693458437919617 (0.23719334602355957) | > loss_disc_real_2: 0.39649778604507446 (0.2545229226350784) | > loss_disc_real_3: 0.3350043296813965 (0.27739193379879007) | > loss_disc_real_4: 0.273002028465271 (0.2685983145236969) | > loss_disc_real_5: 0.1992475986480713 (0.24550023138523103) | > loss_0: 2.5124433040618896 (2.290534873008728) | > loss_gen: 3.174952507019043 (2.8062007999420167) | > loss_kl: 2.2244393825531006 (1.997637758255005) | > loss_feat: 7.298516750335693 (7.105408229827881) | > loss_mel: 16.901248931884766 (19.907726745605473) | > loss_duration: 2.3827261924743652 (2.2733543586730964) | > loss_1: 31.98188591003418 (34.09032791137695)  --> STEP: 26 | > loss_disc: 2.5014467239379883 (2.298646867275238) | > loss_disc_real_0: 0.10986791551113129 (0.10755574903809108) | > loss_disc_real_1: 0.1837552785873413 (0.23513803573755118) | > loss_disc_real_2: 0.11183806508779526 (0.24903504349864447) | > loss_disc_real_3: 0.3498978614807129 (0.28018062332501786) | > loss_disc_real_4: 0.22611147165298462 (0.2669642051825157) | > loss_disc_real_5: 0.13765546679496765 (0.24135235582406706) | > loss_0: 2.5014467239379883 (2.298646867275238) | > loss_gen: 2.2040724754333496 (2.783042018230145) | > loss_kl: 2.1385531425476074 (2.0030575807277975) | > loss_feat: 15.155104637145996 (7.415011937801655) | > loss_mel: 21.729812622070312 (19.97780697162335) | > loss_duration: 2.264284133911133 (2.2730055038745594) | > loss_1: 43.4918212890625 (34.45192381051871) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023999947767991284 (+9.542245131272543e-05) | > avg_loss_disc: 2.298646867275238 (-0.008973708519568913) | > avg_loss_disc_real_0: 0.10755574903809108 (-0.03650065740713705) | > avg_loss_disc_real_1: 0.23513803573755118 (-0.05016416827073464) | > avg_loss_disc_real_2: 0.24903504349864447 (-0.077812031771128) | > avg_loss_disc_real_3: 0.28018062332501786 (-0.006223937066701657) | > avg_loss_disc_real_4: 0.2669642051825157 (+0.0064168993670207786) | > avg_loss_disc_real_5: 0.24135235582406706 (-0.017842062963889238) | > avg_loss_0: 2.298646867275238 (-0.008973708519568913) | > avg_loss_gen: 2.783042018230145 (-0.4174318863795352) | > avg_loss_kl: 2.0030575807277975 (+0.04581967683938859) | > avg_loss_feat: 7.415011937801655 (-0.4514959408686705) | > avg_loss_mel: 19.97780697162335 (-0.36059240194466824) | > avg_loss_duration: 2.2730055038745594 (-0.009424979870135353) | > avg_loss_1: 34.45192381051871 (-1.1931260182307355)  > EPOCH: 132/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:43:46)   --> TIME: 2024-06-10 20:43:52 -- STEP: 14/330 -- GLOBAL_STEP: 131575 | > loss_disc: 2.178118944168091 (2.319529107638768) | > loss_disc_real_0: 0.08129982650279999 (0.11723621402468) | > loss_disc_real_1: 0.1667272001504898 (0.1929799477968897) | > loss_disc_real_2: 0.258388489484787 (0.21389203944376536) | > loss_disc_real_3: 0.19642585515975952 (0.22622350603342056) | > loss_disc_real_4: 0.19109755754470825 (0.2247570071901594) | > loss_disc_real_5: 0.1868845820426941 (0.21389132099492209) | > loss_0: 2.178118944168091 (2.319529107638768) | > grad_norm_0: tensor(33.6764, device='cuda:0') (tensor(13.7912, device='cuda:0')) | > loss_gen: 2.770962715148926 (2.521862711225237) | > loss_kl: 1.7870447635650635 (1.6243945615632194) | > loss_feat: 7.8659844398498535 (6.994837999343872) | > loss_mel: 19.913549423217773 (20.122587748936244) | > loss_duration: 2.1315979957580566 (2.219282899584089) | > loss_1: 34.469139099121094 (33.482966559273855) | > grad_norm_1: tensor(309.9830, device='cuda:0') (tensor(143.4420, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3445 (0.33597278594970703) | > loader_time: 0.0037 (0.002988355500357492)  --> TIME: 2024-06-10 20:44:01 -- STEP: 39/330 -- GLOBAL_STEP: 131600 | > loss_disc: 2.103916645050049 (2.259516893289028) | > loss_disc_real_0: 0.15289855003356934 (0.1118560654994769) | > loss_disc_real_1: 0.16795054078102112 (0.195959835480421) | > loss_disc_real_2: 0.22764943540096283 (0.21214129871282822) | > loss_disc_real_3: 0.21354109048843384 (0.21867697093731317) | > loss_disc_real_4: 0.1843266636133194 (0.21592955329479316) | > loss_disc_real_5: 0.1759440153837204 (0.20517289409270653) | > loss_0: 2.103916645050049 (2.259516893289028) | > grad_norm_0: tensor(6.5807, device='cuda:0') (tensor(13.0182, device='cuda:0')) | > loss_gen: 2.8390960693359375 (2.6018235622308192) | > loss_kl: 1.6925534009933472 (1.6045985588660607) | > loss_feat: 8.468409538269043 (7.3894056784801) | > loss_mel: 20.331443786621094 (20.04233350509252) | > loss_duration: 2.0546860694885254 (2.1297790087186375) | > loss_1: 35.386192321777344 (33.76794076577211) | > grad_norm_1: tensor(68.1626, device='cuda:0') (tensor(154.6181, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3542 (0.3501913975446652) | > loader_time: 0.0032 (0.003166406582563351)  --> TIME: 2024-06-10 20:44:10 -- STEP: 64/330 -- GLOBAL_STEP: 131625 | > loss_disc: 2.1880767345428467 (2.224730584770441) | > loss_disc_real_0: 0.08569087088108063 (0.10881995817180723) | > loss_disc_real_1: 0.16350394487380981 (0.1960770720615983) | > loss_disc_real_2: 0.2288079857826233 (0.20981579623185098) | > loss_disc_real_3: 0.20533590018749237 (0.2157065076753497) | > loss_disc_real_4: 0.2107374370098114 (0.21228892705403268) | > loss_disc_real_5: 0.20775511860847473 (0.20296782511286438) | > loss_0: 2.1880767345428467 (2.224730584770441) | > grad_norm_0: tensor(13.4871, device='cuda:0') (tensor(11.8174, device='cuda:0')) | > loss_gen: 2.8155360221862793 (2.652670059353113) | > loss_kl: 1.9627485275268555 (1.6198033057153225) | > loss_feat: 8.360336303710938 (7.579238265752792) | > loss_mel: 20.32074737548828 (20.10055661201477) | > loss_duration: 2.089768409729004 (2.1011337339878082) | > loss_1: 35.549137115478516 (34.05340239405632) | > grad_norm_1: tensor(57.0889, device='cuda:0') (tensor(139.5635, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3521 (0.35083550959825516) | > loader_time: 0.0034 (0.003295689821243286)  --> TIME: 2024-06-10 20:44:19 -- STEP: 89/330 -- GLOBAL_STEP: 131650 | > loss_disc: 2.4216232299804688 (2.2408255110965687) | > loss_disc_real_0: 0.12482216209173203 (0.10967796781424725) | > loss_disc_real_1: 0.22180292010307312 (0.1979066841722874) | > loss_disc_real_2: 0.22474145889282227 (0.21245659904533556) | > loss_disc_real_3: 0.2405221164226532 (0.21804953107003416) | > loss_disc_real_4: 0.24637123942375183 (0.21377977310271745) | > loss_disc_real_5: 0.2037583440542221 (0.20536266736100228) | > loss_0: 2.4216232299804688 (2.2408255110965687) | > grad_norm_0: tensor(12.9438, device='cuda:0') (tensor(11.7249, device='cuda:0')) | > loss_gen: 2.2399842739105225 (2.644687574900939) | > loss_kl: 1.5442430973052979 (1.628756247209699) | > loss_feat: 5.978217124938965 (7.556591183951731) | > loss_mel: 19.308279037475586 (20.00491780913278) | > loss_duration: 2.081564426422119 (2.087908166178158) | > loss_1: 31.152286529541016 (33.92286131355202) | > grad_norm_1: tensor(87.5362, device='cuda:0') (tensor(137.7469, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3619 (0.35242724954412225) | > loader_time: 0.0043 (0.0033746864018815285)  --> TIME: 2024-06-10 20:44:28 -- STEP: 114/330 -- GLOBAL_STEP: 131675 | > loss_disc: 2.2833690643310547 (2.2546086980585476) | > loss_disc_real_0: 0.14256270229816437 (0.11148454418830704) | > loss_disc_real_1: 0.1988597959280014 (0.19761660041516288) | > loss_disc_real_2: 0.22114278376102448 (0.2127883702255132) | > loss_disc_real_3: 0.2305430918931961 (0.21918850365960807) | > loss_disc_real_4: 0.21170030534267426 (0.2140938508928868) | > loss_disc_real_5: 0.20636552572250366 (0.20666601129791193) | > loss_0: 2.2833690643310547 (2.2546086980585476) | > grad_norm_0: tensor(30.4573, device='cuda:0') (tensor(12.8364, device='cuda:0')) | > loss_gen: 2.583435535430908 (2.63189548986) | > loss_kl: 1.7948222160339355 (1.638717834363904) | > loss_feat: 7.008238792419434 (7.501300585897345) | > loss_mel: 20.950931549072266 (19.977226374442118) | > loss_duration: 2.0748062133789062 (2.0842492517672095) | > loss_1: 34.412235260009766 (33.83338983435381) | > grad_norm_1: tensor(263.4232, device='cuda:0') (tensor(161.2758, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3625 (0.35398638248443604) | > loader_time: 0.0035 (0.003520001444900245)  --> TIME: 2024-06-10 20:44:37 -- STEP: 139/330 -- GLOBAL_STEP: 131700 | > loss_disc: 2.330730438232422 (2.259550084313043) | > loss_disc_real_0: 0.12238875776529312 (0.11017839878583126) | > loss_disc_real_1: 0.19865258038043976 (0.19861419616843298) | > loss_disc_real_2: 0.22715094685554504 (0.2139758211460045) | > loss_disc_real_3: 0.22438693046569824 (0.21958631855978383) | > loss_disc_real_4: 0.19648244976997375 (0.21332662632997088) | > loss_disc_real_5: 0.20412540435791016 (0.20709809210660646) | > loss_0: 2.330730438232422 (2.259550084313043) | > grad_norm_0: tensor(18.6364, device='cuda:0') (tensor(14.5332, device='cuda:0')) | > loss_gen: 2.6312789916992188 (2.629963600378243) | > loss_kl: 1.6480481624603271 (1.642503820734916) | > loss_feat: 7.6249680519104 (7.479869897417028) | > loss_mel: 19.368749618530273 (19.95664925884) | > loss_duration: 2.163051128387451 (2.085844753457488) | > loss_1: 33.43609619140625 (33.79483151607378) | > grad_norm_1: tensor(193.6097, device='cuda:0') (tensor(179.5164, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3694 (0.3554632749488885) | > loader_time: 0.0041 (0.003617646882859923)  --> TIME: 2024-06-10 20:44:47 -- STEP: 164/330 -- GLOBAL_STEP: 131725 | > loss_disc: 2.2716100215911865 (2.271501945286262) | > loss_disc_real_0: 0.10293667763471603 (0.11092563364200475) | > loss_disc_real_1: 0.21366867423057556 (0.19898213010008742) | > loss_disc_real_2: 0.23523755371570587 (0.2150842440201015) | > loss_disc_real_3: 0.219051793217659 (0.2212810106575489) | > loss_disc_real_4: 0.2148655503988266 (0.21559684605496685) | > loss_disc_real_5: 0.20062251389026642 (0.2091381901466265) | > loss_0: 2.2716100215911865 (2.271501945286262) | > grad_norm_0: tensor(10.3023, device='cuda:0') (tensor(15.7658, device='cuda:0')) | > loss_gen: 2.4127421379089355 (2.618746277762623) | > loss_kl: 1.620362401008606 (1.649523880423569) | > loss_feat: 6.4171905517578125 (7.443434738531345) | > loss_mel: 18.51144790649414 (19.922551515625745) | > loss_duration: 2.1604321002960205 (2.0867342919838143) | > loss_1: 31.122175216674805 (33.72099086714956) | > grad_norm_1: tensor(200.8139, device='cuda:0') (tensor(193.1335, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.384 (0.3579613435559156) | > loader_time: 0.0041 (0.003732934230711402)  --> TIME: 2024-06-10 20:44:57 -- STEP: 189/330 -- GLOBAL_STEP: 131750 | > loss_disc: 2.202261447906494 (2.272241506626998) | > loss_disc_real_0: 0.1181878075003624 (0.11151702012176867) | > loss_disc_real_1: 0.1962451934814453 (0.19892279062636944) | > loss_disc_real_2: 0.22769038379192352 (0.21491905636888334) | > loss_disc_real_3: 0.2229902595281601 (0.22082138250744532) | > loss_disc_real_4: 0.22888223826885223 (0.21515323797230998) | > loss_disc_real_5: 0.20676077902317047 (0.20966417882492933) | > loss_0: 2.202261447906494 (2.272241506626998) | > grad_norm_0: tensor(46.6187, device='cuda:0') (tensor(16.5613, device='cuda:0')) | > loss_gen: 2.7949652671813965 (2.612578462671351) | > loss_kl: 1.7240570783615112 (1.6488325949068423) | > loss_feat: 7.4893670082092285 (7.435359621804858) | > loss_mel: 19.51669692993164 (19.891104138086714) | > loss_duration: 2.1474599838256836 (2.091700803665889) | > loss_1: 33.67254638671875 (33.67957577377403) | > grad_norm_1: tensor(404.3293, device='cuda:0') (tensor(206.7679, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3851 (0.3611277840124865) | > loader_time: 0.0047 (0.003849781379497871)  --> TIME: 2024-06-10 20:45:07 -- STEP: 214/330 -- GLOBAL_STEP: 131775 | > loss_disc: 2.3423352241516113 (2.274331627605119) | > loss_disc_real_0: 0.11487449705600739 (0.11237647262549846) | > loss_disc_real_1: 0.18999969959259033 (0.19894567257333023) | > loss_disc_real_2: 0.25674623250961304 (0.21510031951643596) | > loss_disc_real_3: 0.2299286276102066 (0.22099752591870656) | > loss_disc_real_4: 0.2350979894399643 (0.2157193975192364) | > loss_disc_real_5: 0.2287604808807373 (0.20997061155666816) | > loss_0: 2.3423352241516113 (2.274331627605119) | > grad_norm_0: tensor(26.1579, device='cuda:0') (tensor(18.3529, device='cuda:0')) | > loss_gen: 2.3652663230895996 (2.6063350439071655) | > loss_kl: 1.70736563205719 (1.6478174690888308) | > loss_feat: 6.732995986938477 (7.42413336762758) | > loss_mel: 18.56086540222168 (19.84283516785809) | > loss_duration: 2.2036075592041016 (2.097204578257054) | > loss_1: 31.57010269165039 (33.618325688014544) | > grad_norm_1: tensor(299.3665, device='cuda:0') (tensor(217.3741, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.3923 (0.3647233960784483) | > loader_time: 0.005 (0.003982722202194071)  --> TIME: 2024-06-10 20:45:17 -- STEP: 239/330 -- GLOBAL_STEP: 131800 | > loss_disc: 2.1461775302886963 (2.2705261477865455) | > loss_disc_real_0: 0.10041554272174835 (0.11261394747755019) | > loss_disc_real_1: 0.18417556583881378 (0.1986466613150042) | > loss_disc_real_2: 0.24599029123783112 (0.2150533124492757) | > loss_disc_real_3: 0.19990231096744537 (0.22031445333648425) | > loss_disc_real_4: 0.1937207728624344 (0.21500298717530703) | > loss_disc_real_5: 0.204499289393425 (0.2092057844335564) | > loss_0: 2.1461775302886963 (2.2705261477865455) | > grad_norm_0: tensor(16.1530, device='cuda:0') (tensor(18.7058, device='cuda:0')) | > loss_gen: 2.9266738891601562 (2.6101237330975393) | > loss_kl: 1.5121694803237915 (1.6498761581077734) | > loss_feat: 8.067309379577637 (7.445527856818802) | > loss_mel: 19.5396785736084 (19.820935205435656) | > loss_duration: 2.135465145111084 (2.1040861726305966) | > loss_1: 34.18129348754883 (33.6305491714797) | > grad_norm_1: tensor(359.5640, device='cuda:0') (tensor(228.9017, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.4231 (0.3693557543734625) | > loader_time: 0.0056 (0.004121697597423856)  --> TIME: 2024-06-10 20:45:28 -- STEP: 264/330 -- GLOBAL_STEP: 131825 | > loss_disc: 2.2033169269561768 (2.2727572981155295) | > loss_disc_real_0: 0.11565372347831726 (0.11351046654762643) | > loss_disc_real_1: 0.25721776485443115 (0.20069341417966466) | > loss_disc_real_2: 0.21490518748760223 (0.2147615792963541) | > loss_disc_real_3: 0.20503740012645721 (0.22040445391427388) | > loss_disc_real_4: 0.19063113629817963 (0.21492625174648833) | > loss_disc_real_5: 0.21164467930793762 (0.20909118900696436) | > loss_0: 2.2033169269561768 (2.2727572981155295) | > grad_norm_0: tensor(24.0951, device='cuda:0') (tensor(20.2184, device='cuda:0')) | > loss_gen: 2.9362077713012695 (2.614717966679371) | > loss_kl: 1.7506707906723022 (1.6522222075498465) | > loss_feat: 7.990421295166016 (7.47016517682509) | > loss_mel: 18.966876983642578 (19.794390663956154) | > loss_duration: 2.211808681488037 (2.1100590454809587) | > loss_1: 33.85598373413086 (33.64155507810191) | > grad_norm_1: tensor(402.7852, device='cuda:0') (tensor(240.7291, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.4322 (0.3751513361930846) | > loader_time: 0.0064 (0.0043027274536364)  --> TIME: 2024-06-10 20:45:40 -- STEP: 289/330 -- GLOBAL_STEP: 131850 | > loss_disc: 2.1063578128814697 (2.2750815586235302) | > loss_disc_real_0: 0.09944023936986923 (0.11337692331793399) | > loss_disc_real_1: 0.24328367412090302 (0.20126023504457674) | > loss_disc_real_2: 0.222532257437706 (0.21541741356305186) | > loss_disc_real_3: 0.23672282695770264 (0.22055162180047547) | > loss_disc_real_4: 0.1731516420841217 (0.21426283034486338) | > loss_disc_real_5: 0.19373105466365814 (0.2092182621823875) | > loss_0: 2.1063578128814697 (2.2750815586235302) | > grad_norm_0: tensor(64.0215, device='cuda:0') (tensor(21.7041, device='cuda:0')) | > loss_gen: 2.6839818954467773 (2.6159349510826444) | > loss_kl: 1.6114922761917114 (1.6543291291563567) | > loss_feat: 7.775664329528809 (7.482574753282805) | > loss_mel: 19.326534271240234 (19.746506502884078) | > loss_duration: 2.2420692443847656 (2.1179238990928875) | > loss_1: 33.63974380493164 (33.61726925199834) | > grad_norm_1: tensor(428.0959, device='cuda:0') (tensor(251.5404, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.4564 (0.3814872061917525) | > loader_time: 0.0067 (0.004485845565795899)  --> TIME: 2024-06-10 20:45:52 -- STEP: 314/330 -- GLOBAL_STEP: 131875 | > loss_disc: 2.240687370300293 (2.2741408272154033) | > loss_disc_real_0: 0.0957452654838562 (0.11419753420647162) | > loss_disc_real_1: 0.1745101362466812 (0.20104884510492071) | > loss_disc_real_2: 0.20127882063388824 (0.21498595296767103) | > loss_disc_real_3: 0.1891476958990097 (0.22051396472438886) | > loss_disc_real_4: 0.22639304399490356 (0.2144683565778337) | > loss_disc_real_5: 0.22731533646583557 (0.20927254509204513) | > loss_0: 2.240687370300293 (2.2741408272154033) | > grad_norm_0: tensor(40.9454, device='cuda:0') (tensor(23.2710, device='cuda:0')) | > loss_gen: 2.5957510471343994 (2.624877328325987) | > loss_kl: 1.6827051639556885 (1.6550422337404482) | > loss_feat: 7.710264205932617 (7.523962159065684) | > loss_mel: 18.85526466369629 (19.708723973316758) | > loss_duration: 2.3013992309570312 (2.1295377775362323) | > loss_1: 33.1453857421875 (33.64214348641173) | > grad_norm_1: tensor(383.4962, device='cuda:0') (tensor(262.7112, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.5107 (0.38980389172863805) | > loader_time: 0.0083 (0.0046954048666984416)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.384181499481201 (2.384181499481201) | > loss_disc_real_0: 0.07559531927108765 (0.07559531927108765) | > loss_disc_real_1: 0.18739962577819824 (0.18739962577819824) | > loss_disc_real_2: 0.23378390073776245 (0.23378390073776245) | > loss_disc_real_3: 0.2707787752151489 (0.2707787752151489) | > loss_disc_real_4: 0.22437988221645355 (0.22437988221645355) | > loss_disc_real_5: 0.26600390672683716 (0.26600390672683716) | > loss_0: 2.384181499481201 (2.384181499481201) | > loss_gen: 2.1860008239746094 (2.1860008239746094) | > loss_kl: 1.3883212804794312 (1.3883212804794312) | > loss_feat: 4.864762306213379 (4.864762306213379) | > loss_mel: 17.008480072021484 (17.008480072021484) | > loss_duration: 2.8394522666931152 (2.8394522666931152) | > loss_1: 28.287017822265625 (28.287017822265625)  --> STEP: 1 | > loss_disc: 2.156106472015381 (2.156106472015381) | > loss_disc_real_0: 0.1123041883111 (0.1123041883111) | > loss_disc_real_1: 0.20783081650733948 (0.20783081650733948) | > loss_disc_real_2: 0.17902123928070068 (0.17902123928070068) | > loss_disc_real_3: 0.20837922394275665 (0.20837922394275665) | > loss_disc_real_4: 0.19446828961372375 (0.19446828961372375) | > loss_disc_real_5: 0.1664239764213562 (0.1664239764213562) | > loss_0: 2.156106472015381 (2.156106472015381) | > loss_gen: 2.2848432064056396 (2.2848432064056396) | > loss_kl: 1.343727469444275 (1.343727469444275) | > loss_feat: 5.564837455749512 (5.564837455749512) | > loss_mel: 18.691987991333008 (18.691987991333008) | > loss_duration: 2.341295003890991 (2.341295003890991) | > loss_1: 30.22669219970703 (30.22669219970703)  --> STEP: 2 | > loss_disc: 2.2192227840423584 (2.1876646280288696) | > loss_disc_real_0: 0.05514325946569443 (0.08372372388839722) | > loss_disc_real_1: 0.194814071059227 (0.20132244378328323) | > loss_disc_real_2: 0.29948195815086365 (0.23925159871578217) | > loss_disc_real_3: 0.29058507084846497 (0.2494821473956108) | > loss_disc_real_4: 0.2647833526134491 (0.22962582111358643) | > loss_disc_real_5: 0.2362629622220993 (0.20134346932172775) | > loss_0: 2.2192227840423584 (2.1876646280288696) | > loss_gen: 2.8249287605285645 (2.554885983467102) | > loss_kl: 2.002236843109131 (1.6729821562767029) | > loss_feat: 6.95830774307251 (6.261572599411011) | > loss_mel: 19.760379791259766 (19.226183891296387) | > loss_duration: 2.4778006076812744 (2.409547805786133) | > loss_1: 34.02365493774414 (32.125173568725586)  --> STEP: 3 | > loss_disc: 2.014669179916382 (2.1299994786580405) | > loss_disc_real_0: 0.034584760665893555 (0.067344069480896) | > loss_disc_real_1: 0.18786421418190002 (0.19683636724948883) | > loss_disc_real_2: 0.2044508159160614 (0.2276513377825419) | > loss_disc_real_3: 0.2408578097820282 (0.24660736819108328) | > loss_disc_real_4: 0.19328851997852325 (0.2175133874018987) | > loss_disc_real_5: 0.19063356518745422 (0.1977735012769699) | > loss_0: 2.014669179916382 (2.1299994786580405) | > loss_gen: 2.7109642028808594 (2.606912056605021) | > loss_kl: 1.8685102462768555 (1.7381581862767537) | > loss_feat: 8.448258399963379 (6.9904678662618) | > loss_mel: 20.95120620727539 (19.801191329956055) | > loss_duration: 2.1763696670532227 (2.3318217595418296) | > loss_1: 36.15530776977539 (33.46855163574219)  --> STEP: 4 | > loss_disc: 2.7474899291992188 (2.284372091293335) | > loss_disc_real_0: 0.2219236046075821 (0.10598895326256752) | > loss_disc_real_1: 0.23611469566822052 (0.20665594935417175) | > loss_disc_real_2: 0.266430139541626 (0.23734603822231293) | > loss_disc_real_3: 0.31010666489601135 (0.2624821923673153) | > loss_disc_real_4: 0.22883155941963196 (0.22034293040633202) | > loss_disc_real_5: 0.2654673159122467 (0.2146969549357891) | > loss_0: 2.7474899291992188 (2.284372091293335) | > loss_gen: 2.3600611686706543 (2.5451993346214294) | > loss_kl: 2.3111469745635986 (1.881405383348465) | > loss_feat: 7.467116355895996 (7.109629988670349) | > loss_mel: 19.426523208618164 (19.707524299621582) | > loss_duration: 2.242917060852051 (2.3095955848693848) | > loss_1: 33.80776596069336 (33.55335521697998)  --> STEP: 5 | > loss_disc: 1.916001319885254 (2.2106979370117186) | > loss_disc_real_0: 0.0564151331782341 (0.09607418924570084) | > loss_disc_real_1: 0.23524433374404907 (0.21237362623214723) | > loss_disc_real_2: 0.2029976099729538 (0.2304763525724411) | > loss_disc_real_3: 0.2953399121761322 (0.2690537363290787) | > loss_disc_real_4: 0.16465389728546143 (0.2092051237821579) | > loss_disc_real_5: 0.135391965508461 (0.19883595705032348) | > loss_0: 1.916001319885254 (2.2106979370117186) | > loss_gen: 2.920635461807251 (2.620286560058594) | > loss_kl: 1.6896123886108398 (1.84304678440094) | > loss_feat: 8.330543518066406 (7.3538126945495605) | > loss_mel: 20.695907592773438 (19.905200958251953) | > loss_duration: 2.3275575637817383 (2.3131879806518554) | > loss_1: 35.964256286621094 (34.035535430908205)  --> STEP: 6 | > loss_disc: 2.1559205055236816 (2.201568365097046) | > loss_disc_real_0: 0.08637784421443939 (0.0944581317404906) | > loss_disc_real_1: 0.2183149755001068 (0.21336385111014047) | > loss_disc_real_2: 0.23030740022659302 (0.2304481938481331) | > loss_disc_real_3: 0.3180381655693054 (0.2772178078691165) | > loss_disc_real_4: 0.25223666429519653 (0.21637704720099768) | > loss_disc_real_5: 0.1594781130552292 (0.19227631638447443) | > loss_0: 2.1559205055236816 (2.201568365097046) | > loss_gen: 2.615638256072998 (2.619511842727661) | > loss_kl: 2.737955093383789 (1.9921981692314148) | > loss_feat: 6.070628643035889 (7.139948685963948) | > loss_mel: 18.75788116455078 (19.71398099263509) | > loss_duration: 2.172029495239258 (2.2896615664164224) | > loss_1: 32.35413360595703 (33.75530179341634)  --> STEP: 7 | > loss_disc: 2.072028160095215 (2.1830626215253557) | > loss_disc_real_0: 0.09216613322496414 (0.09413070338112968) | > loss_disc_real_1: 0.1700320839881897 (0.2071735986641475) | > loss_disc_real_2: 0.25320667028427124 (0.2336994047675814) | > loss_disc_real_3: 0.23671767115592957 (0.2714320740529469) | > loss_disc_real_4: 0.22476987540721893 (0.21757602265902928) | > loss_disc_real_5: 0.17046165466308594 (0.1891599361385618) | > loss_0: 2.072028160095215 (2.1830626215253557) | > loss_gen: 2.706773042678833 (2.6319777284349715) | > loss_kl: 2.4320571422576904 (2.0550351653780257) | > loss_feat: 8.452067375183105 (7.327394212995257) | > loss_mel: 21.807950973510742 (20.013119561331614) | > loss_duration: 2.403984546661377 (2.3059934207371304) | > loss_1: 37.802833557128906 (34.33352061680385)  --> STEP: 8 | > loss_disc: 1.9803924560546875 (2.157728850841522) | > loss_disc_real_0: 0.11975417286157608 (0.09733363706618547) | > loss_disc_real_1: 0.15333975851535797 (0.20044436864554882) | > loss_disc_real_2: 0.11824176460504532 (0.21926719974726439) | > loss_disc_real_3: 0.14169751107692719 (0.25521525368094444) | > loss_disc_real_4: 0.11932802200317383 (0.20529502257704735) | > loss_disc_real_5: 0.11283812671899796 (0.17961970996111631) | > loss_0: 1.9803924560546875 (2.157728850841522) | > loss_gen: 2.389233112335205 (2.6016346514225006) | > loss_kl: 2.0633931159973145 (2.0560799092054367) | > loss_feat: 11.940173149108887 (7.9039915800094604) | > loss_mel: 23.8040771484375 (20.48698925971985) | > loss_duration: 2.1201953887939453 (2.282768666744232) | > loss_1: 42.31707000732422 (35.3314642906189)  --> STEP: 9 | > loss_disc: 2.04941463470459 (2.1456939379374185) | > loss_disc_real_0: 0.08978839218616486 (0.09649527652396096) | > loss_disc_real_1: 0.1324579268693924 (0.19289031955930921) | > loss_disc_real_2: 0.24079057574272156 (0.22165868596898186) | > loss_disc_real_3: 0.26286035776138306 (0.25606470968988204) | > loss_disc_real_4: 0.1307341307401657 (0.19701047903961605) | > loss_disc_real_5: 0.22778229415416718 (0.18497110820478863) | > loss_0: 2.04941463470459 (2.1456939379374185) | > loss_gen: 2.7615768909454346 (2.6194060113694935) | > loss_kl: 2.153198480606079 (2.066870861583286) | > loss_feat: 8.20053768157959 (7.936941146850586) | > loss_mel: 22.100208282470703 (20.666235817803276) | > loss_duration: 2.1138627529144287 (2.264001342985365) | > loss_1: 37.329383850097656 (35.5534553527832)  --> STEP: 10 | > loss_disc: 2.4411511421203613 (2.175239658355713) | > loss_disc_real_0: 0.10354583710432053 (0.09720033258199692) | > loss_disc_real_1: 0.22006069123744965 (0.19560735672712326) | > loss_disc_real_2: 0.2841285169124603 (0.2279056690633297) | > loss_disc_real_3: 0.28802362084388733 (0.25926060080528257) | > loss_disc_real_4: 0.2156250774860382 (0.19887193888425828) | > loss_disc_real_5: 0.24083325266838074 (0.19055732265114783) | > loss_0: 2.4411511421203613 (2.175239658355713) | > loss_gen: 2.489143133163452 (2.6063797235488892) | > loss_kl: 2.172996759414673 (2.0774834513664246) | > loss_feat: 7.2222137451171875 (7.8654684066772464) | > loss_mel: 19.158710479736328 (20.51548328399658) | > loss_duration: 2.2557220458984375 (2.2631734132766725) | > loss_1: 33.29878616333008 (35.32798843383789)  --> STEP: 11 | > loss_disc: 2.3578295707702637 (2.1918387413024902) | > loss_disc_real_0: 0.1536472737789154 (0.1023318726908077) | > loss_disc_real_1: 0.1920786201953888 (0.19528656249696558) | > loss_disc_real_2: 0.22345879673957825 (0.22750140794298865) | > loss_disc_real_3: 0.29937753081321716 (0.26290759444236755) | > loss_disc_real_4: 0.3040293753147125 (0.20843170583248138) | > loss_disc_real_5: 0.2234032303094864 (0.19354331425645135) | > loss_0: 2.3578295707702637 (2.1918387413024902) | > loss_gen: 2.5912559032440186 (2.605004830793901) | > loss_kl: 1.9614213705062866 (2.066932353106412) | > loss_feat: 6.3082075119018555 (7.7238992344249375) | > loss_mel: 19.09111213684082 (20.385994997891512) | > loss_duration: 2.422550916671753 (2.2776622772216797) | > loss_1: 32.37454605102539 (35.059493671764024)  --> STEP: 12 | > loss_disc: 2.5192947387695312 (2.21912674109141) | > loss_disc_real_0: 0.09710265696048737 (0.10189610471328099) | > loss_disc_real_1: 0.3037630319595337 (0.20432626828551292) | > loss_disc_real_2: 0.1741335541009903 (0.2230540867894888) | > loss_disc_real_3: 0.2456737756729126 (0.2614714428782463) | > loss_disc_real_4: 0.28362101316452026 (0.21469748144348463) | > loss_disc_real_5: 0.3096778094768524 (0.20322118885815144) | > loss_0: 2.5192947387695312 (2.21912674109141) | > loss_gen: 2.5268077850341797 (2.5984884103139243) | > loss_kl: 1.760749101638794 (2.0414170821507773) | > loss_feat: 7.192160606384277 (7.679587682088216) | > loss_mel: 18.718795776367188 (20.247061729431152) | > loss_duration: 2.172285556793213 (2.2688808838526406) | > loss_1: 32.37080001831055 (34.83543586730956)  --> STEP: 13 | > loss_disc: 2.2388856410980225 (2.2206466564765344) | > loss_disc_real_0: 0.15327909588813782 (0.10584864249596229) | > loss_disc_real_1: 0.22806110978126526 (0.2061520253236477) | > loss_disc_real_2: 0.22150424122810364 (0.22293486790015146) | > loss_disc_real_3: 0.3096558451652527 (0.2651779353618622) | > loss_disc_real_4: 0.19680574536323547 (0.21332119405269623) | > loss_disc_real_5: 0.13843698799610138 (0.1982377887918399) | > loss_0: 2.2388856410980225 (2.2206466564765344) | > loss_gen: 2.6350769996643066 (2.6013029171870303) | > loss_kl: 1.8038314580917358 (2.0231412649154663) | > loss_feat: 8.646805763244629 (7.753989072946402) | > loss_mel: 19.672548294067383 (20.202868388249325) | > loss_duration: 2.069345474243164 (2.2535320061903734) | > loss_1: 34.827606201171875 (34.834833585298966)  --> STEP: 14 | > loss_disc: 2.4846351146698 (2.2395029749189104) | > loss_disc_real_0: 0.1198844462633133 (0.10685119990791593) | > loss_disc_real_1: 0.3498411774635315 (0.21641553619078227) | > loss_disc_real_2: 0.2199670523405075 (0.22272288107446261) | > loss_disc_real_3: 0.2691391706466675 (0.26546088073934826) | > loss_disc_real_4: 0.27184170484542847 (0.2175012305378914) | > loss_disc_real_5: 0.2996784448623657 (0.20548354993973458) | > loss_0: 2.4846351146698 (2.2395029749189104) | > loss_gen: 2.5599310398101807 (2.598347783088684) | > loss_kl: 2.630185604095459 (2.0665015748568942) | > loss_feat: 6.317364692687988 (7.651373045785086) | > loss_mel: 21.379125595092773 (20.286886760166713) | > loss_duration: 2.319098711013794 (2.2582153422491893) | > loss_1: 35.20570755004883 (34.8613245827811)  --> STEP: 15 | > loss_disc: 2.2017295360565186 (2.2369847456614176) | > loss_disc_real_0: 0.14849591255187988 (0.1096275140841802) | > loss_disc_real_1: 0.2487892508506775 (0.2185737838347753) | > loss_disc_real_2: 0.19538386166095734 (0.22090027978022894) | > loss_disc_real_3: 0.20691028237342834 (0.2615575075149536) | > loss_disc_real_4: 0.22614514827728271 (0.21807749172051746) | > loss_disc_real_5: 0.21876436471939087 (0.20636893759171168) | > loss_0: 2.2017295360565186 (2.2369847456614176) | > loss_gen: 2.751523971557617 (2.608559528986613) | > loss_kl: 2.812764883041382 (2.1162524620691934) | > loss_feat: 7.741772651672363 (7.6573996861775715) | > loss_mel: 20.4482421875 (20.2976437886556) | > loss_duration: 2.327396869659424 (2.262827444076538) | > loss_1: 36.08169937133789 (34.94268290201822)  --> STEP: 16 | > loss_disc: 2.3536057472229004 (2.2442735582590103) | > loss_disc_real_0: 0.14251162111759186 (0.11168277077376842) | > loss_disc_real_1: 0.2534011900424957 (0.22075049672275782) | > loss_disc_real_2: 0.27470508217811584 (0.22426307993009686) | > loss_disc_real_3: 0.29653263092041016 (0.26374345272779465) | > loss_disc_real_4: 0.25949591398239136 (0.2206661431118846) | > loss_disc_real_5: 0.1957162767648697 (0.20570314629003406) | > loss_0: 2.3536057472229004 (2.2442735582590103) | > loss_gen: 2.9274682998657227 (2.6284913271665573) | > loss_kl: 2.0120255947113037 (2.1097382828593254) | > loss_feat: 9.61104965209961 (7.779502809047699) | > loss_mel: 18.335851669311523 (20.175031781196594) | > loss_duration: 2.324474811553955 (2.2666804045438766) | > loss_1: 35.21086883544922 (34.95944452285766)  --> STEP: 17 | > loss_disc: 2.42773699760437 (2.2550655252793255) | > loss_disc_real_0: 0.12227624654769897 (0.11230591640752904) | > loss_disc_real_1: 0.23911215364933014 (0.2218305941890268) | > loss_disc_real_2: 0.24390707910060883 (0.22541860929306815) | > loss_disc_real_3: 0.22649098932743073 (0.2615521313513027) | > loss_disc_real_4: 0.2606428563594818 (0.2230177144793903) | > loss_disc_real_5: 0.25990504026412964 (0.2088914929943926) | > loss_0: 2.42773699760437 (2.2550655252793255) | > loss_gen: 2.45229172706604 (2.6181266448077034) | > loss_kl: 1.8294206857681274 (2.0932490124421963) | > 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36.208221435546875 (34.96507114834255)  --> STEP: 19 | > loss_disc: 2.429752826690674 (2.2653071252923263) | > loss_disc_real_0: 0.07346285879611969 (0.10915052067292363) | > loss_disc_real_1: 0.16484355926513672 (0.2168328416974921) | > loss_disc_real_2: 0.1991066336631775 (0.21763464886891215) | > loss_disc_real_3: 0.2703700661659241 (0.25764965305202886) | > loss_disc_real_4: 0.24086599051952362 (0.22095823444818197) | > loss_disc_real_5: 0.24194654822349548 (0.20935383086141787) | > loss_0: 2.429752826690674 (2.2653071252923263) | > loss_gen: 2.0555779933929443 (2.557070631729929) | > loss_kl: 1.4815443754196167 (2.0900497122814783) | > loss_feat: 6.861393928527832 (7.6929788087543685) | > loss_mel: 17.988935470581055 (20.131001723440068) | > loss_duration: 2.2972402572631836 (2.2686872231332877) | > loss_1: 30.6846923828125 (34.739788055419915)  --> STEP: 20 | > loss_disc: 2.4366652965545654 (2.2738750338554383) | > loss_disc_real_0: 0.1030590683221817 (0.10884594805538654) | > loss_disc_real_1: 0.17086119949817657 (0.2145342595875263) | > loss_disc_real_2: 0.2882751524448395 (0.2211666740477085) | > loss_disc_real_3: 0.32462623715400696 (0.26099848225712774) | > loss_disc_real_4: 0.26462820172309875 (0.22314173281192778) | > loss_disc_real_5: 0.28714653849601746 (0.21324346624314786) | > loss_0: 2.4366652965545654 (2.2738750338554383) | > loss_gen: 2.696141481399536 (2.5640241742134093) | > loss_kl: 1.6067721843719482 (2.065885835886002) | > loss_feat: 7.378073215484619 (7.6772335290908815) | > loss_mel: 20.227907180786133 (20.13584699630737) | > loss_duration: 2.3371660709381104 (2.272111165523529) | > loss_1: 34.246063232421875 (34.715101814270014)  --> STEP: 21 | > loss_disc: 2.276226282119751 (2.2739869980585006) | > loss_disc_real_0: 0.10541736334562302 (0.10868268211682637) | > loss_disc_real_1: 0.24901345372200012 (0.21617612597488223) | > loss_disc_real_2: 0.244008406996727 (0.22225437561670938) | > loss_disc_real_3: 0.2575673758983612 (0.26083509624004364) | > loss_disc_real_4: 0.2557605803012848 (0.22469501126380192) | > loss_disc_real_5: 0.2200937718153 (0.2135696712703932) | > loss_0: 2.276226282119751 (2.2739869980585006) | > loss_gen: 2.7967216968536377 (2.575105008624849) | > loss_kl: 2.4261467456817627 (2.0830411173048478) | > loss_feat: 6.005784034729004 (7.59764069602603) | > loss_mel: 16.94744873046875 (19.984018507457915) | > loss_duration: 2.1585769653320312 (2.2667047750382197) | > loss_1: 30.334678649902344 (34.50651023501441)  --> STEP: 22 | > loss_disc: 2.3694708347320557 (2.2783271724527534) | > loss_disc_real_0: 0.06806062161922455 (0.10683622482148084) | > loss_disc_real_1: 0.18121644854545593 (0.21458704972809012) | > loss_disc_real_2: 0.1481926590204239 (0.21888793395324188) | > loss_disc_real_3: 0.21467965841293335 (0.2587371217933568) | > loss_disc_real_4: 0.1771588921546936 (0.2225342785770243) | > loss_disc_real_5: 0.1874697506427765 (0.21238331124186516) | > loss_0: 2.3694708347320557 (2.2783271724527534) | > loss_gen: 1.8380664587020874 (2.5416032563556326) | > loss_kl: 1.8587969541549683 (2.072848200798035) | > loss_feat: 5.938448429107666 (7.522222865711559) | > loss_mel: 16.05465316772461 (19.805410992015492) | > loss_duration: 2.1731209754943848 (2.2624509659680454) | > loss_1: 27.86308479309082 (34.20453635129061)  --> STEP: 23 | > loss_disc: 2.325730562210083 (2.280388189398724) | > loss_disc_real_0: 0.08274528384208679 (0.10578879260498544) | > loss_disc_real_1: 0.2312328815460205 (0.215310781546261) | > loss_disc_real_2: 0.13369475305080414 (0.21518388260965762) | > loss_disc_real_3: 0.21547602117061615 (0.25685620437497675) | > loss_disc_real_4: 0.2188785970211029 (0.22237533590067987) | > loss_disc_real_5: 0.270933598279953 (0.21492897589569507) | > loss_0: 2.325730562210083 (2.280388189398724) | > loss_gen: 2.3491902351379395 (2.5332374728244282) | > loss_kl: 2.280858039855957 (2.0818921068440317) | > loss_feat: 7.294437408447266 (7.512319150178329) | > loss_mel: 18.616737365722656 (19.75372953000276) | > loss_duration: 2.241825580596924 (2.2615542100823443) | > loss_1: 32.78304672241211 (34.14273245438285)  --> STEP: 24 | > loss_disc: 2.3881897926330566 (2.2848799228668213) | > loss_disc_real_0: 0.11953271925449371 (0.10636145621538162) | > loss_disc_real_1: 0.1973424255847931 (0.2145621000478665) | > loss_disc_real_2: 0.25458791851997375 (0.21682571743925413) | > loss_disc_real_3: 0.31628379225730896 (0.2593323538700739) | > loss_disc_real_4: 0.2625635266304016 (0.22404984384775162) | > loss_disc_real_5: 0.20374338328838348 (0.21446290953705707) | > loss_0: 2.3881897926330566 (2.2848799228668213) | > loss_gen: 2.549875020980835 (2.533930703997612) | > loss_kl: 1.8473396301269531 (2.07211908698082) | > loss_feat: 7.515871524810791 (7.512467165788014) | > loss_mel: 20.302093505859375 (19.776578028996788) | > loss_duration: 2.3469715118408203 (2.265113264322281) | > loss_1: 34.56214904785156 (34.16020814577738)  --> STEP: 25 | > loss_disc: 2.195586681365967 (2.281308193206787) | > loss_disc_real_0: 0.07243546843528748 (0.10500441670417786) | > loss_disc_real_1: 0.20304851233959198 (0.21410155653953553) | > loss_disc_real_2: 0.14258147776126862 (0.21385594785213471) | > loss_disc_real_3: 0.22340139746665955 (0.25789511561393735) | > loss_disc_real_4: 0.22314335405826569 (0.22401358425617218) | > loss_disc_real_5: 0.19406089186668396 (0.21364682883024216) | > loss_0: 2.195586681365967 (2.281308193206787) | > loss_gen: 2.443732261657715 (2.530322766304016) | > loss_kl: 2.549023389816284 (2.091195259094239) | > loss_feat: 8.843971252441406 (7.56572732925415) | > loss_mel: 18.51162338256836 (19.72597984313965) | > loss_duration: 2.363065242767334 (2.269031343460083) | > loss_1: 34.7114143371582 (34.18225639343262)  --> STEP: 26 | > loss_disc: 2.672682762145996 (2.2963610612429104) | > loss_disc_real_0: 0.06812745332717896 (0.10358607195890866) | > loss_disc_real_1: 0.20117273926734924 (0.21360429433675912) | > loss_disc_real_2: 0.21083198487758636 (0.21373964158388284) | > loss_disc_real_3: 0.2105308622121811 (0.25607341356002367) | > loss_disc_real_4: 0.24562233686447144 (0.22484469012572214) | > loss_disc_real_5: 0.2812146544456482 (0.2162455913539116) | > loss_0: 2.672682762145996 (2.2963610612429104) | > loss_gen: 1.6564908027648926 (2.4967138446294346) | > loss_kl: 1.723848819732666 (2.0770665498880243) | > loss_feat: 1.4736692905426025 (7.331417404688322) | > loss_mel: 8.48437786102295 (19.293610536135162) | > loss_duration: 2.315513849258423 (2.2708191321446347) | > loss_1: 15.653900146484375 (33.46962730701153) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024285408166738656 (+2.8546039874737146e-05) | > avg_loss_disc: 2.2963610612429104 (-0.002285806032327642) | > avg_loss_disc_real_0: 0.10358607195890866 (-0.003969677079182415) | > avg_loss_disc_real_1: 0.21360429433675912 (-0.02153374140079206) | > avg_loss_disc_real_2: 0.21373964158388284 (-0.03529540191476163) | > avg_loss_disc_real_3: 0.25607341356002367 (-0.024107209764994197) | > avg_loss_disc_real_4: 0.22484469012572214 (-0.04211951505679354) | > avg_loss_disc_real_5: 0.2162455913539116 (-0.025106764470155446) | > avg_loss_0: 2.2963610612429104 (-0.002285806032327642) | > avg_loss_gen: 2.4967138446294346 (-0.2863281736007104) | > avg_loss_kl: 2.0770665498880243 (+0.07400896916022681) | > avg_loss_feat: 7.331417404688322 (-0.08359453311333276) | > avg_loss_mel: 19.293610536135162 (-0.6841964354881895) | > avg_loss_duration: 2.2708191321446347 (-0.002186371729924641) | > avg_loss_1: 33.46962730701153 (-0.9822965035071789)  > EPOCH: 133/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:46:21)   --> TIME: 2024-06-10 20:46:25 -- STEP: 9/330 -- GLOBAL_STEP: 131900 | > loss_disc: 2.397660493850708 (2.3064098358154297) | > loss_disc_real_0: 0.1177411675453186 (0.10819514592488606) | > loss_disc_real_1: 0.22417005896568298 (0.18102814422713387) | > loss_disc_real_2: 0.22627879679203033 (0.21809236208597818) | > loss_disc_real_3: 0.28092291951179504 (0.23712290161185795) | > loss_disc_real_4: 0.2516135275363922 (0.21888339188363817) | > loss_disc_real_5: 0.24394072592258453 (0.21728042595916325) | > loss_0: 2.397660493850708 (2.3064098358154297) | > grad_norm_0: tensor(8.9432, device='cuda:0') (tensor(11.1488, device='cuda:0')) | > loss_gen: 2.599738121032715 (2.5500081645117865) | > loss_kl: 1.6525295972824097 (1.6618336306677923) | > loss_feat: 6.801024436950684 (6.9212781058417425) | > loss_mel: 19.56756591796875 (20.041870964898003) | > loss_duration: 2.186546802520752 (2.2702960438198514) | > loss_1: 32.807403564453125 (33.44528664482964) | > grad_norm_1: tensor(67.5102, device='cuda:0') (tensor(104.6664, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3418 (0.3460622893439399) | > loader_time: 0.0032 (0.0030806329515245226)  --> TIME: 2024-06-10 20:46:34 -- STEP: 34/330 -- GLOBAL_STEP: 131925 | > loss_disc: 2.2123186588287354 (2.2404226765913116) | > loss_disc_real_0: 0.09298412501811981 (0.10867224743261057) | > loss_disc_real_1: 0.25251051783561707 (0.19403806723216) | > loss_disc_real_2: 0.18902558088302612 (0.2119737661936704) | > loss_disc_real_3: 0.21922923624515533 (0.2225253297125592) | > loss_disc_real_4: 0.1993526965379715 (0.21435804314473095) | > loss_disc_real_5: 0.1880621314048767 (0.209353630157078) | > loss_0: 2.2123186588287354 (2.2404226765913116) | > grad_norm_0: tensor(8.7506, device='cuda:0') (tensor(9.8924, device='cuda:0')) | > loss_gen: 2.5736310482025146 (2.6035697951036347) | > loss_kl: 1.6271793842315674 (1.6142197005888994) | > loss_feat: 7.907681941986084 (7.198456581901102) | > loss_mel: 20.222993850708008 (19.921422902275538) | > loss_duration: 2.120445489883423 (2.1359319616766537) | > loss_1: 34.45193099975586 (33.47360027537627) | > grad_norm_1: tensor(84.8812, device='cuda:0') (tensor(112.5632, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3548 (0.34990034383886) | > loader_time: 0.0032 (0.0032163016936358284)  --> TIME: 2024-06-10 20:46:43 -- STEP: 59/330 -- GLOBAL_STEP: 131950 | > loss_disc: 2.4050064086914062 (2.2583745010828564) | > loss_disc_real_0: 0.14321230351924896 (0.11257240428762921) | > loss_disc_real_1: 0.19260281324386597 (0.19595905860601845) | > loss_disc_real_2: 0.2597396969795227 (0.21257355935492758) | > loss_disc_real_3: 0.262006938457489 (0.22333018153400744) | > loss_disc_real_4: 0.20484834909439087 (0.21467533606593892) | > loss_disc_real_5: 0.21072964370250702 (0.208105103949369) | > loss_0: 2.4050064086914062 (2.2583745010828564) | > grad_norm_0: tensor(7.1883, device='cuda:0') (tensor(9.8753, device='cuda:0')) | > loss_gen: 2.517190933227539 (2.5928956532882443) | > loss_kl: 1.8786221742630005 (1.6277827792248483) | > loss_feat: 7.066436290740967 (7.25193784196498) | > loss_mel: 19.606338500976562 (19.924540341910667) | > loss_duration: 2.013094425201416 (2.101345846208475) | > loss_1: 33.08168411254883 (33.49850211709233) | > grad_norm_1: tensor(115.8296, device='cuda:0') (tensor(119.3802, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3379 (0.3503315974090058) | > loader_time: 0.0033 (0.0033344980013572563)  --> TIME: 2024-06-10 20:46:51 -- STEP: 84/330 -- GLOBAL_STEP: 131975 | > loss_disc: 2.2517547607421875 (2.27070950610297) | > loss_disc_real_0: 0.11825481057167053 (0.11432508893665813) | > loss_disc_real_1: 0.18811050057411194 (0.19719686146293366) | > loss_disc_real_2: 0.19453726708889008 (0.21299959186996734) | > loss_disc_real_3: 0.2160274088382721 (0.2244150038985979) | > loss_disc_real_4: 0.22292764484882355 (0.21741765453701928) | > loss_disc_real_5: 0.19335457682609558 (0.21068516462331727) | > loss_0: 2.2517547607421875 (2.27070950610297) | > grad_norm_0: tensor(17.7517, device='cuda:0') (tensor(10.9635, device='cuda:0')) | > loss_gen: 2.5962328910827637 (2.584546443961917) | > loss_kl: 1.5626392364501953 (1.6462486826238178) | > loss_feat: 7.6025214195251465 (7.266093089467003) | > loss_mel: 19.90104866027832 (19.876797744206005) | > loss_duration: 2.1519391536712646 (2.088391191902614) | > loss_1: 33.81438064575195 (33.46207686832973) | > grad_norm_1: tensor(190.9916, device='cuda:0') (tensor(138.0698, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3394 (0.34923361028943745) | > loader_time: 0.0039 (0.003410773617880685)  --> TIME: 2024-06-10 20:47:00 -- STEP: 109/330 -- GLOBAL_STEP: 132000 | > loss_disc: 2.3236477375030518 (2.278808657182466) | > loss_disc_real_0: 0.13580551743507385 (0.11545404484239194) | > loss_disc_real_1: 0.25187110900878906 (0.198292618497796) | > loss_disc_real_2: 0.18096709251403809 (0.21364201167854693) | > loss_disc_real_3: 0.2310623675584793 (0.22559728206844504) | > loss_disc_real_4: 0.2231283336877823 (0.2186493984329591) | > loss_disc_real_5: 0.19883708655834198 (0.21199452138822014) | > loss_0: 2.3236477375030518 (2.278808657182466) | > grad_norm_0: tensor(6.3371, device='cuda:0') (tensor(10.9627, device='cuda:0')) | > loss_gen: 2.5364670753479004 (2.583065096391451) | > loss_kl: 1.6917445659637451 (1.649327071434861) | > loss_feat: 6.857724666595459 (7.269472817762183) | > loss_mel: 19.733793258666992 (19.822921000489387) | > loss_duration: 2.0313100814819336 (2.0837145890664597) | > loss_1: 32.85103988647461 (33.408500426406164) | > grad_norm_1: tensor(72.8178, device='cuda:0') (tensor(131.7707, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3675 (0.35000007524402854) | > loader_time: 0.0041 (0.003515348521941299) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_132000.pth  --> TIME: 2024-06-10 20:47:15 -- STEP: 134/330 -- GLOBAL_STEP: 132025 | > loss_disc: 2.442505359649658 (2.2898346844004163) | > loss_disc_real_0: 0.1323596090078354 (0.11707775066815206) | > loss_disc_real_1: 0.23387892544269562 (0.19921860299003658) | > loss_disc_real_2: 0.24826978147029877 (0.21539378255160885) | > loss_disc_real_3: 0.2146633267402649 (0.22596267132616754) | > loss_disc_real_4: 0.2171676754951477 (0.218669447992275) | > loss_disc_real_5: 0.20731604099273682 (0.21194803125377912) | > loss_0: 2.442505359649658 (2.2898346844004163) | > grad_norm_0: tensor(28.4960, device='cuda:0') (tensor(12.0103, device='cuda:0')) | > loss_gen: 2.3758339881896973 (2.5762932460699517) | > loss_kl: 1.6857213973999023 (1.6449919600984944) | > loss_feat: 7.120280742645264 (7.256528099971031) | > loss_mel: 18.30766487121582 (19.83530968338695) | > loss_duration: 2.0910274982452393 (2.0835023771471044) | > loss_1: 31.580528259277344 (33.39662520565205) | > grad_norm_1: tensor(183.3471, device='cuda:0') (tensor(135.8978, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3714 (0.35231636175468783) | > loader_time: 0.0044 (0.0036592910538858444)  --> TIME: 2024-06-10 20:47:24 -- STEP: 159/330 -- GLOBAL_STEP: 132050 | > loss_disc: 2.3098835945129395 (2.290986104581341) | > loss_disc_real_0: 0.08427602052688599 (0.11701375902073938) | > loss_disc_real_1: 0.16289828717708588 (0.1998687085209403) | > loss_disc_real_2: 0.20036190748214722 (0.21566200321950252) | > loss_disc_real_3: 0.22513046860694885 (0.22563877776733735) | > loss_disc_real_4: 0.23204582929611206 (0.21832730110336399) | > loss_disc_real_5: 0.20512181520462036 (0.21119221969970367) | > loss_0: 2.3098835945129395 (2.290986104581341) | > grad_norm_0: tensor(13.8933, device='cuda:0') (tensor(12.7389, device='cuda:0')) | > loss_gen: 2.4128592014312744 (2.571720684099498) | > loss_kl: 1.6533911228179932 (1.6476375269439985) | > loss_feat: 7.436424255371094 (7.231823306413567) | > loss_mel: 19.636627197265625 (19.784820352710256) | > loss_duration: 2.0897068977355957 (2.084053971482522) | > loss_1: 33.229007720947266 (33.320055667709276) | > grad_norm_1: tensor(234.6631, device='cuda:0') (tensor(146.6243, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3838 (0.35527528306973044) | > loader_time: 0.0045 (0.0037935304941621216)  --> TIME: 2024-06-10 20:47:34 -- STEP: 184/330 -- GLOBAL_STEP: 132075 | > loss_disc: 2.220257520675659 (2.287522870561352) | > loss_disc_real_0: 0.10320927202701569 (0.1172806856262943) | > loss_disc_real_1: 0.20878465473651886 (0.20004446023022351) | > loss_disc_real_2: 0.2209118753671646 (0.2150684424230586) | > loss_disc_real_3: 0.216444730758667 (0.2250031645855178) | > loss_disc_real_4: 0.2366628348827362 (0.21851017569070277) | > loss_disc_real_5: 0.2290220707654953 (0.21127861859681812) | > loss_0: 2.220257520675659 (2.287522870561352) | > grad_norm_0: tensor(8.4191, device='cuda:0') (tensor(13.0525, device='cuda:0')) | > loss_gen: 2.5567920207977295 (2.5737797579039703) | > loss_kl: 1.5642164945602417 (1.648464840391408) | > loss_feat: 7.655560493469238 (7.244389523630557) | > loss_mel: 20.1550235748291 (19.764701553013015) | > loss_duration: 2.1186254024505615 (2.0882954953805237) | > loss_1: 34.05021667480469 (33.31963103750481) | > grad_norm_1: tensor(179.1130, device='cuda:0') (tensor(155.4586, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.387 (0.35867562242176204) | > loader_time: 0.0054 (0.003973272831543632)  --> TIME: 2024-06-10 20:47:44 -- STEP: 209/330 -- GLOBAL_STEP: 132100 | > loss_disc: 2.2313289642333984 (2.2915525732998665) | > loss_disc_real_0: 0.07746019959449768 (0.11696716790136538) | > loss_disc_real_1: 0.1923326998949051 (0.2009670304125576) | > loss_disc_real_2: 0.20090873539447784 (0.21577722782438452) | > loss_disc_real_3: 0.22979308664798737 (0.22502450673488908) | > loss_disc_real_4: 0.19788110256195068 (0.21842328020545285) | > loss_disc_real_5: 0.21332098543643951 (0.2115667799585744) | > loss_0: 2.2313289642333984 (2.2915525732998665) | > grad_norm_0: tensor(33.9551, device='cuda:0') (tensor(14.6013, device='cuda:0')) | > loss_gen: 2.6452786922454834 (2.574219189192121) | > loss_kl: 1.8123098611831665 (1.6517111559233597) | > loss_feat: 7.681428909301758 (7.2621424278003746) | > loss_mel: 19.379735946655273 (19.783447338633557) | > loss_duration: 2.155989646911621 (2.093943926135887) | > loss_1: 33.67474365234375 (33.36546384090446) | > grad_norm_1: tensor(364.8670, device='cuda:0') (tensor(172.3308, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.3943 (0.3638556516911994) | > loader_time: 0.0051 (0.004106823907514511)  --> TIME: 2024-06-10 20:47:54 -- STEP: 234/330 -- GLOBAL_STEP: 132125 | > loss_disc: 2.014418363571167 (2.2856887854062613) | > loss_disc_real_0: 0.0628000870347023 (0.1155135776911281) | > loss_disc_real_1: 0.1708844155073166 (0.20077486727864313) | > loss_disc_real_2: 0.21459834277629852 (0.2153492276994591) | > loss_disc_real_3: 0.18863950669765472 (0.2241579336233628) | > loss_disc_real_4: 0.2178051918745041 (0.21742248656148586) | > loss_disc_real_5: 0.20626243948936462 (0.21155451263627437) | > loss_0: 2.014418363571167 (2.2856887854062613) | > grad_norm_0: tensor(6.1788, device='cuda:0') (tensor(16.0566, device='cuda:0')) | > loss_gen: 3.041435956954956 (2.5867823983869) | > loss_kl: 1.6578022241592407 (1.6539079012014928) | > loss_feat: 8.540579795837402 (7.285572117210453) | > loss_mel: 19.955564498901367 (19.747600506513542) | > loss_duration: 2.166867256164551 (2.1010960539182) | > loss_1: 35.362247467041016 (33.37495880453) | > grad_norm_1: tensor(264.7212, device='cuda:0') (tensor(182.1559, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.4025 (0.3677218520743214) | > loader_time: 0.0052 (0.004234999672979375)  --> TIME: 2024-06-10 20:48:05 -- STEP: 259/330 -- GLOBAL_STEP: 132150 | > loss_disc: 2.3330180644989014 (2.2822243568980114) | > loss_disc_real_0: 0.19674921035766602 (0.11533599072153965) | > loss_disc_real_1: 0.21559177339076996 (0.20034502317201217) | > loss_disc_real_2: 0.18541763722896576 (0.2150805224898239) | > loss_disc_real_3: 0.19118307530879974 (0.22401185989610017) | > loss_disc_real_4: 0.19517576694488525 (0.21795167638758434) | > loss_disc_real_5: 0.21250157058238983 (0.21129021209639473) | > loss_0: 2.3330180644989014 (2.2822243568980114) | > grad_norm_0: tensor(41.8974, device='cuda:0') (tensor(18.0710, device='cuda:0')) | > loss_gen: 2.665947675704956 (2.6005558240367654) | > loss_kl: 1.6302679777145386 (1.656808591257191) | > loss_feat: 7.371769905090332 (7.324594908239298) | > loss_mel: 19.805173873901367 (19.714439973867993) | > loss_duration: 2.1998157501220703 (2.107772500818759) | > loss_1: 33.6729736328125 (33.40417162331838) | > grad_norm_1: tensor(83.7042, device='cuda:0') (tensor(199.0017, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.4179 (0.3725998346409741) | > loader_time: 0.006 (0.004379034042358402)  --> TIME: 2024-06-10 20:48:16 -- STEP: 284/330 -- GLOBAL_STEP: 132175 | > loss_disc: 2.275157928466797 (2.2819797396659873) | > loss_disc_real_0: 0.12495142966508865 (0.11577559345152597) | > loss_disc_real_1: 0.22866223752498627 (0.20033237178036023) | > loss_disc_real_2: 0.21923159062862396 (0.21546536122619267) | > loss_disc_real_3: 0.2281036525964737 (0.2233249248123505) | > loss_disc_real_4: 0.20582832396030426 (0.21760416550325679) | > loss_disc_real_5: 0.17927682399749756 (0.21085103889796103) | > loss_0: 2.275157928466797 (2.2819797396659873) | > grad_norm_0: tensor(6.3220, device='cuda:0') (tensor(18.5971, device='cuda:0')) | > loss_gen: 2.583456516265869 (2.5991159400469837) | > loss_kl: 1.6927356719970703 (1.6578239760768243) | > loss_feat: 7.152820110321045 (7.337300349289263) | > loss_mel: 19.211009979248047 (19.660235277363945) | > loss_duration: 2.214439868927002 (2.115928054275645) | > loss_1: 32.854461669921875 (33.3704034375473) | > grad_norm_1: tensor(141.1623, device='cuda:0') (tensor(206.0626, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.4392 (0.37818877210079777) | > loader_time: 0.0063 (0.004532283460590206)  --> TIME: 2024-06-10 20:48:28 -- STEP: 309/330 -- GLOBAL_STEP: 132200 | > loss_disc: 2.6009135246276855 (2.2839102066064765) | > loss_disc_real_0: 0.10781323909759521 (0.11739582292325675) | > loss_disc_real_1: 0.21571917831897736 (0.20018171068148316) | > loss_disc_real_2: 0.2766483724117279 (0.21557850494353906) | > loss_disc_real_3: 0.24803736805915833 (0.22388511785218634) | > loss_disc_real_4: 0.2597077488899231 (0.21899254740634783) | > loss_disc_real_5: 0.27350670099258423 (0.21147027414014818) | > loss_0: 2.6009135246276855 (2.2839102066064765) | > grad_norm_0: tensor(15.4072, device='cuda:0') (tensor(18.3822, device='cuda:0')) | > loss_gen: 2.2371859550476074 (2.6003838819979084) | > loss_kl: 1.490041732788086 (1.6569488372617551) | > loss_feat: 6.579779624938965 (7.371499110965667) | > loss_mel: 18.293594360351562 (19.60473529111991) | > loss_duration: 2.28818941116333 (2.126260791781649) | > loss_1: 30.888790130615234 (33.3598277699986) | > grad_norm_1: tensor(239.7228, device='cuda:0') (tensor(208.1000, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.4989 (0.38683296715943166) | > loader_time: 0.0076 (0.004729963043361039)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4025580883026123 (2.4025580883026123) | > loss_disc_real_0: 0.09477795660495758 (0.09477795660495758) | > loss_disc_real_1: 0.15455150604248047 (0.15455150604248047) | > loss_disc_real_2: 0.25955095887184143 (0.25955095887184143) | > loss_disc_real_3: 0.3329010605812073 (0.3329010605812073) | > loss_disc_real_4: 0.28156039118766785 (0.28156039118766785) | > loss_disc_real_5: 0.24440734088420868 (0.24440734088420868) | > loss_0: 2.4025580883026123 (2.4025580883026123) | > loss_gen: 2.491764545440674 (2.491764545440674) | > loss_kl: 2.036720037460327 (2.036720037460327) | > loss_feat: 6.105369567871094 (6.105369567871094) | > loss_mel: 17.564510345458984 (17.564510345458984) | > loss_duration: 2.8423430919647217 (2.8423430919647217) | > loss_1: 31.040706634521484 (31.040706634521484)  --> STEP: 1 | > loss_disc: 2.2483174800872803 (2.2483174800872803) | > loss_disc_real_0: 0.05767838656902313 (0.05767838656902313) | > loss_disc_real_1: 0.1446700245141983 (0.1446700245141983) | > loss_disc_real_2: 0.13148967921733856 (0.13148967921733856) | > loss_disc_real_3: 0.26234835386276245 (0.26234835386276245) | > loss_disc_real_4: 0.29059281945228577 (0.29059281945228577) | > loss_disc_real_5: 0.29898083209991455 (0.29898083209991455) | > loss_0: 2.2483174800872803 (2.2483174800872803) | > loss_gen: 2.400969982147217 (2.400969982147217) | > loss_kl: 2.776944160461426 (2.776944160461426) | > loss_feat: 6.788675308227539 (6.788675308227539) | > loss_mel: 19.273698806762695 (19.273698806762695) | > loss_duration: 2.3870997428894043 (2.3870997428894043) | > loss_1: 33.62738800048828 (33.62738800048828)  --> STEP: 2 | > loss_disc: 2.0227861404418945 (2.1355518102645874) | > loss_disc_real_0: 0.07316671311855316 (0.06542254984378815) | > loss_disc_real_1: 0.12210769951343536 (0.13338886201381683) | > loss_disc_real_2: 0.14389768242835999 (0.13769368082284927) | > loss_disc_real_3: 0.19490182399749756 (0.22862508893013) | > loss_disc_real_4: 0.2454572170972824 (0.2680250182747841) | > loss_disc_real_5: 0.1950691193342209 (0.24702497571706772) | > loss_0: 2.0227861404418945 (2.1355518102645874) | > loss_gen: 2.573437213897705 (2.487203598022461) | > loss_kl: 2.612103223800659 (2.6945236921310425) | > loss_feat: 7.20400333404541 (6.996339321136475) | > loss_mel: 22.80133628845215 (21.037517547607422) | > loss_duration: 2.396854877471924 (2.391977310180664) | > loss_1: 37.58773422241211 (35.607561111450195)  --> STEP: 3 | > loss_disc: 2.0725693702697754 (2.11455766359965) | > loss_disc_real_0: 0.06484174728393555 (0.06522894899050395) | > loss_disc_real_1: 0.2294725626707077 (0.16541676223278046) | > loss_disc_real_2: 0.16031475365161896 (0.14523403843243918) | > loss_disc_real_3: 0.19552136957645416 (0.21759051581223807) | > loss_disc_real_4: 0.2423218935728073 (0.2594573100407918) | > loss_disc_real_5: 0.21761785447597504 (0.23722260197003683) | > loss_0: 2.0725693702697754 (2.11455766359965) | > loss_gen: 2.655996322631836 (2.5434678395589194) | > loss_kl: 1.7004165649414062 (2.363154649734497) | > loss_feat: 7.18154764175415 (7.058075428009033) | > loss_mel: 20.34536361694336 (20.806799570719402) | > loss_duration: 2.1839232444763184 (2.3226259549458823) | > loss_1: 34.06724548339844 (35.094122568766274)  --> STEP: 4 | > loss_disc: 2.0136566162109375 (2.089332401752472) | > loss_disc_real_0: 0.06346282362937927 (0.06478741765022278) | > loss_disc_real_1: 0.18887725472450256 (0.17128188535571098) | > loss_disc_real_2: 0.1946134865283966 (0.15757890045642853) | > loss_disc_real_3: 0.22575631737709045 (0.21963196620345116) | > loss_disc_real_4: 0.16002237796783447 (0.2345985770225525) | > loss_disc_real_5: 0.1809196025133133 (0.22314685210585594) | > loss_0: 2.0136566162109375 (2.089332401752472) | > loss_gen: 2.6724822521209717 (2.5757214426994324) | > loss_kl: 2.635460138320923 (2.4312310218811035) | > loss_feat: 8.048819541931152 (7.305761456489563) | > loss_mel: 21.31682014465332 (20.93430471420288) | > loss_duration: 2.207056999206543 (2.2937337160110474) | > loss_1: 36.880638122558594 (35.540751457214355)  --> STEP: 5 | > loss_disc: 2.2839279174804688 (2.1282515048980715) | > loss_disc_real_0: 0.0610506497323513 (0.06404006406664849) | > loss_disc_real_1: 0.18363387882709503 (0.1737522840499878) | > loss_disc_real_2: 0.19157294929027557 (0.16437771022319794) | > loss_disc_real_3: 0.2330757975578308 (0.2223207324743271) | > loss_disc_real_4: 0.22946970164775848 (0.2335728019475937) | > loss_disc_real_5: 0.27945488691329956 (0.23440845906734467) | > loss_0: 2.2839279174804688 (2.1282515048980715) | > loss_gen: 2.202789545059204 (2.501135063171387) | > loss_kl: 2.2294132709503174 (2.3908674716949463) | > loss_feat: 5.202697277069092 (6.885148620605468) | > loss_mel: 19.59489631652832 (20.666423034667968) | > loss_duration: 2.3638150691986084 (2.3077499866485596) | > loss_1: 31.593612670898438 (34.75132369995117)  --> STEP: 6 | > loss_disc: 2.468855142593384 (2.18501877784729) | > loss_disc_real_0: 0.13747486472129822 (0.07627919750909011) | > loss_disc_real_1: 0.17421479523181915 (0.1738293692469597) | > loss_disc_real_2: 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loss_disc_real_5: 0.25658413767814636 (0.23675979460988725) | > loss_0: 2.413149833679199 (2.21760892868042) | > loss_gen: 2.2869064807891846 (2.4382353169577464) | > loss_kl: 3.0479648113250732 (2.537256581442697) | > loss_feat: 5.491243839263916 (6.500377382550921) | > loss_mel: 16.54283905029297 (19.905522755214147) | > loss_duration: 2.4110097885131836 (2.2933945655822754) | > loss_1: 29.779964447021484 (33.674786703927175)  --> STEP: 8 | > loss_disc: 2.23232364654541 (2.2194482684135437) | > loss_disc_real_0: 0.10994222015142441 (0.08734796429052949) | > loss_disc_real_1: 0.210643470287323 (0.18199397064745426) | > loss_disc_real_2: 0.22475609183311462 (0.18834663182497025) | > loss_disc_real_3: 0.2401006817817688 (0.2340178657323122) | > loss_disc_real_4: 0.2321683019399643 (0.2359648160636425) | > loss_disc_real_5: 0.2224229872226715 (0.2349676936864853) | > loss_0: 2.23232364654541 (2.2194482684135437) | > loss_gen: 2.425361394882202 (2.4366260766983032) | > loss_kl: 2.1969404220581055 (2.494717061519623) | > loss_feat: 6.583523273468018 (6.510770618915558) | > loss_mel: 16.989988327026367 (19.541080951690674) | > loss_duration: 2.13010835647583 (2.2729837894439697) | > loss_1: 30.3259220123291 (33.25617861747742)  --> STEP: 9 | > loss_disc: 2.406277656555176 (2.2402070893181696) | > loss_disc_real_0: 0.18249766528606415 (0.09792015329003334) | > loss_disc_real_1: 0.12253139913082123 (0.17538701825671726) | > loss_disc_real_2: 0.22284826636314392 (0.19218014677365622) | > loss_disc_real_3: 0.2595016658306122 (0.23684939907656777) | > loss_disc_real_4: 0.23760823905467987 (0.2361474186182022) | > loss_disc_real_5: 0.18033070862293243 (0.22889691756831276) | > loss_0: 2.406277656555176 (2.2402070893181696) | > loss_gen: 2.3216562271118164 (2.423851648966471) | > loss_kl: 2.0283522605895996 (2.442898750305176) | > loss_feat: 12.53926944732666 (7.180603822072347) | > loss_mel: 22.244138717651367 (19.841420703464085) | > loss_duration: 2.1052043437957764 (2.254341628816393) | > loss_1: 41.23862075805664 (34.14311663309733)  --> STEP: 10 | > loss_disc: 2.3910646438598633 (2.255292844772339) | > loss_disc_real_0: 0.12312507629394531 (0.10044064559042454) | > loss_disc_real_1: 0.20449882745742798 (0.17829819917678832) | > loss_disc_real_2: 0.25221604108810425 (0.19818373620510102) | > loss_disc_real_3: 0.2215154767036438 (0.23531600683927537) | > loss_disc_real_4: 0.2695704698562622 (0.23948972374200822) | > loss_disc_real_5: 0.28908777236938477 (0.23491600304841995) | > loss_0: 2.3910646438598633 (2.255292844772339) | > loss_gen: 2.5127716064453125 (2.4327436447143556) | > loss_kl: 2.613344430923462 (2.4599433183670043) | > loss_feat: 6.268979549407959 (7.089441394805908) | > loss_mel: 20.482532501220703 (19.905531883239746) | > loss_duration: 2.2336208820343018 (2.2522695541381834) | > loss_1: 34.11124801635742 (34.13992977142334)  --> STEP: 11 | > loss_disc: 2.4302995204925537 (2.2712025425650855) | > loss_disc_real_0: 0.1004219502210617 (0.10043894601139156) | > loss_disc_real_1: 0.12031596899032593 (0.1730270873416554) | > loss_disc_real_2: 0.14638490974903107 (0.19347475198182193) | > loss_disc_real_3: 0.23109367489814758 (0.23493215848099103) | > loss_disc_real_4: 0.21560753881931305 (0.23731861602176318) | > loss_disc_real_5: 0.25911134481430054 (0.2371155795725909) | > loss_0: 2.4302995204925537 (2.2712025425650855) | > loss_gen: 2.004242420196533 (2.393788987940008) | > loss_kl: 2.574050188064575 (2.470316670157693) | > loss_feat: 4.771921157836914 (6.878757736899636) | > loss_mel: 20.496814727783203 (19.959284869107332) | > loss_duration: 2.409090995788574 (2.266526048833674) | > loss_1: 32.25611877441406 (33.96867422624068)  --> STEP: 12 | > loss_disc: 1.85711669921875 (2.236695388952891) | > loss_disc_real_0: 0.10259288549423218 (0.10061844096829493) | > loss_disc_real_1: 0.16444578766822815 (0.17231197903553644) | > loss_disc_real_2: 0.17025676369667053 (0.19153991962472597) | > loss_disc_real_3: 0.2000601589679718 (0.23202615852157274) | > loss_disc_real_4: 0.1657910794019699 (0.23135798797011375) | > loss_disc_real_5: 0.17504744231700897 (0.23194323480129242) | > loss_0: 1.85711669921875 (2.236695388952891) | > loss_gen: 2.7561120986938477 (2.423982580502828) | > loss_kl: 1.7745105028152466 (2.4123328228791556) | > loss_feat: 7.675894737243652 (6.945185820261638) | > loss_mel: 20.21050453186035 (19.980219841003418) | > loss_duration: 2.240159273147583 (2.2643288175264993) | > loss_1: 34.65718078613281 (34.026049772898354)  --> STEP: 13 | > loss_disc: 2.595763921737671 (2.264316045320951) | > loss_disc_real_0: 0.13448777794837952 (0.1032237745821476) | > loss_disc_real_1: 0.26459479331970215 (0.17941065705739534) | > loss_disc_real_2: 0.23473431169986725 (0.1948625651689676) | > loss_disc_real_3: 0.2094416320323944 (0.23028888725317442) | > loss_disc_real_4: 0.20387734472751617 (0.2292440923360678) | > loss_disc_real_5: 0.18718916177749634 (0.22850061379946196) | > loss_0: 2.595763921737671 (2.264316045320951) | > loss_gen: 1.9035658836364746 (2.3839505268977237) | > loss_kl: 1.825814962387085 (2.3672160643797655) | > loss_feat: 4.46051549911499 (6.7540573340195875) | > loss_mel: 14.157163619995117 (19.532292439387394) | > loss_duration: 2.1071627140045166 (2.2522391172555776) | > loss_1: 24.454221725463867 (33.28975530771109)  --> STEP: 14 | > loss_disc: 2.324988842010498 (2.2686498165130615) | > loss_disc_real_0: 0.11753396689891815 (0.10424593117620264) | > loss_disc_real_1: 0.22924970090389252 (0.18297058876071656) | > loss_disc_real_2: 0.22367967665195465 (0.19692093027489527) | > loss_disc_real_3: 0.2845463752746582 (0.23416442211185182) | > loss_disc_real_4: 0.29369276762008667 (0.23384756914206914) | > loss_disc_real_5: 0.24472175538539886 (0.22965926676988602) | > loss_0: 2.324988842010498 (2.2686498165130615) | > loss_gen: 2.640237331390381 (2.402256727218628) | > loss_kl: 2.9593093395233154 (2.4095084411757335) | > loss_feat: 7.507077693939209 (6.807844502585275) | > loss_mel: 22.88856315612793 (19.77202606201172) | > loss_duration: 2.3713772296905518 (2.2607489824295044) | > loss_1: 38.36656188964844 (33.652384349278044)  --> STEP: 15 | > loss_disc: 2.4033029079437256 (2.2776266892751056) | > loss_disc_real_0: 0.14347897469997406 (0.10686146741112074) | > loss_disc_real_1: 0.25349289178848267 (0.18767207562923433) | > loss_disc_real_2: 0.3198544383049011 (0.20511649747689564) | > loss_disc_real_3: 0.2697640359401703 (0.2365377297004064) | > loss_disc_real_4: 0.28523990511894226 (0.23727372487386067) | > loss_disc_real_5: 0.21620731055736542 (0.2287624696890513) | > loss_0: 2.4033029079437256 (2.2776266892751056) | > loss_gen: 2.7573776245117188 (2.425931453704834) | > loss_kl: 2.787344217300415 (2.434697492917379) | > loss_feat: 7.997010231018066 (6.887122217814127) | > loss_mel: 19.446584701538086 (19.750329971313477) | > loss_duration: 2.3112552165985107 (2.264116064707438) | > loss_1: 35.2995719909668 (33.76219685872396)  --> STEP: 16 | > loss_disc: 2.4916131496429443 (2.2910008430480957) | > loss_disc_real_0: 0.18151207268238068 (0.11152713024057448) | > loss_disc_real_1: 0.22276560962200165 (0.18986542150378227) | > loss_disc_real_2: 0.18926887214183807 (0.20412602089345455) | > loss_disc_real_3: 0.20395338535308838 (0.23450120817869902) | > loss_disc_real_4: 0.27064546942710876 (0.23935945890843868) | > loss_disc_real_5: 0.20759810507297516 (0.22743969690054655) | > loss_0: 2.4916131496429443 (2.2910008430480957) | > loss_gen: 2.318176746368408 (2.4191967844963074) | > loss_kl: 2.0661563873291016 (2.4116636738181114) | > loss_feat: 7.014869213104248 (6.89510640501976) | > loss_mel: 19.700302124023438 (19.74720323085785) | > loss_duration: 2.3803176879882812 (2.271378666162491) | > loss_1: 33.479820251464844 (33.744548320770264)  --> STEP: 17 | > loss_disc: 2.356468677520752 (2.2948518921347225) | > loss_disc_real_0: 0.09220504760742188 (0.11039053714450668) | > loss_disc_real_1: 0.12651868164539337 (0.18613914268858292) | > loss_disc_real_2: 0.21440854668617249 (0.20473087535184972) | > loss_disc_real_3: 0.212424173951149 (0.23320255910649018) | > loss_disc_real_4: 0.2871223986148834 (0.24216904359705307) | > loss_disc_real_5: 0.25922808051109314 (0.229309601818814) | > loss_0: 2.356468677520752 (2.2948518921347225) | > loss_gen: 2.239985466003418 (2.40865494223202) | > loss_kl: 1.4751543998718262 (2.3565748929977417) | > loss_feat: 5.875234127044678 (6.835113918080049) | > loss_mel: 19.67514991760254 (19.74296480066636) | > loss_duration: 2.361649990081787 (2.2766887440400967) | > loss_1: 31.62717628479004 (33.61999702453613)  --> STEP: 18 | > loss_disc: 2.265901565551758 (2.2932435406578913) | > loss_disc_real_0: 0.07728159427642822 (0.10855115142961343) | > loss_disc_real_1: 0.20554696023464203 (0.1872173547744751) | > loss_disc_real_2: 0.20026496052742004 (0.20448276897271475) | > loss_disc_real_3: 0.16865479946136475 (0.2296165724595388) | > loss_disc_real_4: 0.19304141402244568 (0.23943973084290823) | > loss_disc_real_5: 0.18080314993858337 (0.22661479893657896) | > loss_0: 2.265901565551758 (2.2932435406578913) | > loss_gen: 2.252636671066284 (2.39998726050059) | > loss_kl: 2.4066410064697266 (2.3593563437461853) | > loss_feat: 7.579751014709473 (6.876482645670573) | > loss_mel: 16.87999153137207 (19.58391073015001) | > loss_duration: 2.199963092803955 (2.272426207860311) | > loss_1: 31.318981170654297 (33.49216281043159)  --> STEP: 19 | > loss_disc: 2.5601553916931152 (2.30729153281764) | > loss_disc_real_0: 0.09875217080116272 (0.1080354156070634) | > loss_disc_real_1: 0.27461522817611694 (0.19181724284824572) | > loss_disc_real_2: 0.2627619802951813 (0.2075500958844235) | > loss_disc_real_3: 0.2614845335483551 (0.23129383356947647) | > loss_disc_real_4: 0.2341446727514267 (0.2391610435749355) | > loss_disc_real_5: 0.24831342697143555 (0.2277568319910451) | > loss_0: 2.5601553916931152 (2.30729153281764) | > loss_gen: 2.327190399169922 (2.3961558467463444) | > loss_kl: 1.6678054332733154 (2.322958927405508) | > loss_feat: 9.736635208129883 (7.027016991063168) | > loss_mel: 19.077285766601562 (19.557246258384303) | > loss_duration: 2.30979323387146 (2.274392893439845) | > loss_1: 35.118709564208984 (33.57777053431461)  --> STEP: 20 | > loss_disc: 2.145170211791992 (2.2991854667663576) | > loss_disc_real_0: 0.06125651299953461 (0.10569647047668695) | > loss_disc_real_1: 0.1965482383966446 (0.19205379262566566) | > loss_disc_real_2: 0.16337049007415771 (0.20534111559391022) | > loss_disc_real_3: 0.22798441350460052 (0.23112836256623268) | > loss_disc_real_4: 0.25383201241493225 (0.23989459201693536) | > loss_disc_real_5: 0.22603443264961243 (0.22767071202397346) | > loss_0: 2.145170211791992 (2.2991854667663576) | > loss_gen: 2.4085419178009033 (2.396775150299072) | > loss_kl: 1.9797452688217163 (2.3057982444763185) | > loss_feat: 6.916332721710205 (7.02148277759552) | > loss_mel: 21.000215530395508 (19.629394721984863) | > loss_duration: 2.3305132389068604 (2.277198910713196) | > loss_1: 34.63534927368164 (33.63064947128296)  --> STEP: 21 | > loss_disc: 2.269575357437134 (2.297775461560204) | > loss_disc_real_0: 0.11781687289476395 (0.10627363249659538) | > loss_disc_real_1: 0.21108999848365784 (0.19296027861890339) | > loss_disc_real_2: 0.1797386258840561 (0.2041219494172505) | > loss_disc_real_3: 0.2495574653148651 (0.23200593888759613) | > loss_disc_real_4: 0.166830375790596 (0.23641534362520492) | > loss_disc_real_5: 0.15021443367004395 (0.2239823178166435) | > loss_0: 2.269575357437134 (2.297775461560204) | > loss_gen: 2.1204328536987305 (2.3836159933181036) | > loss_kl: 2.044693946838379 (2.293364706493559) | > loss_feat: 5.767157554626465 (6.961753005073184) | > loss_mel: 18.160049438476562 (19.559425898960658) | > loss_duration: 2.152276039123535 (2.2712502025422596) | > loss_1: 30.244609832763672 (33.469409488496325)  --> STEP: 22 | > loss_disc: 1.8126320838928223 (2.2757234898480503) | > loss_disc_real_0: 0.0664190873503685 (0.10446206226267597) | > loss_disc_real_1: 0.13486731052398682 (0.19031968916004355) | > loss_disc_real_2: 0.17220276594161987 (0.20267107744108548) | > loss_disc_real_3: 0.18064771592617035 (0.2296714742075313) | > loss_disc_real_4: 0.15039688348770142 (0.23250541361895474) | > loss_disc_real_5: 0.16931851208209991 (0.22149759937416424) | > loss_0: 1.8126320838928223 (2.2757234898480503) | > loss_gen: 2.6550331115722656 (2.395953135056929) | > loss_kl: 1.957046389579773 (2.2780775102702053) | > loss_feat: 8.3023042678833 (7.022687153382734) | > loss_mel: 21.450063705444336 (19.645363981073555) | > loss_duration: 2.175762891769409 (2.266909870234403) | > loss_1: 36.54021072387695 (33.60899136283181)  --> STEP: 23 | > loss_disc: 2.336437702178955 (2.2783632382102637) | > loss_disc_real_0: 0.07682881504297256 (0.10326061673138452) | > loss_disc_real_1: 0.19271069765090942 (0.19042364605095075) | > loss_disc_real_2: 0.2177509367465973 (0.20332672349784686) | > loss_disc_real_3: 0.30626559257507324 (0.23300165326698966) | > loss_disc_real_4: 0.22682292759418488 (0.23225834900918213) | > loss_disc_real_5: 0.2215830683708191 (0.22150131541749704) | > loss_0: 2.336437702178955 (2.2783632382102637) | > loss_gen: 2.4321372509002686 (2.3975263574849004) | > loss_kl: 2.2067155838012695 (2.274974817815034) | > loss_feat: 6.908477306365967 (7.017721507860267) | > loss_mel: 20.222400665283203 (19.670452532560933) | > loss_duration: 2.297961711883545 (2.2682599503061045) | > loss_1: 34.067691802978516 (33.62893486022949)  --> STEP: 24 | > loss_disc: 2.4901933670043945 (2.287189493576686) | > loss_disc_real_0: 0.11967270076274872 (0.1039444535660247) | > loss_disc_real_1: 0.20993416011333466 (0.1912365841368834) | > loss_disc_real_2: 0.23631435632705688 (0.20470120819906393) | > loss_disc_real_3: 0.3009392023086548 (0.23583238447705904) | > loss_disc_real_4: 0.28966495394706726 (0.23465029088159403) | > loss_disc_real_5: 0.31745171546936035 (0.22549924875299135) | > loss_0: 2.4901933670043945 (2.287189493576686) | > loss_gen: 2.3484184741973877 (2.395480195681254) | > loss_kl: 1.8703863620758057 (2.2581169654925666) | > loss_feat: 5.012383937835693 (6.934165775775909) | > loss_mel: 20.386558532714844 (19.700290282567348) | > loss_duration: 2.4593451023101807 (2.276221831639608) | > loss_1: 32.07709503173828 (33.564274867375694)  --> STEP: 25 | > loss_disc: 2.620840549468994 (2.300535535812378) | > loss_disc_real_0: 0.10217437893152237 (0.10387365058064461) | > loss_disc_real_1: 0.25907978415489197 (0.19395031213760375) | > loss_disc_real_2: 0.25418728590011597 (0.20668065130710603) | > loss_disc_real_3: 0.18149970471858978 (0.23365907728672028) | > loss_disc_real_4: 0.2578602433204651 (0.23557868897914885) | > loss_disc_real_5: 0.1974465548992157 (0.22437714099884032) | > loss_0: 2.620840549468994 (2.300535535812378) | > loss_gen: 2.3133316040039062 (2.39219425201416) | > loss_kl: 2.296612501144409 (2.25965678691864) | > loss_feat: 7.6446709632873535 (6.962585983276367) | > loss_mel: 19.6826171875 (19.699583358764652) | > loss_duration: 2.3572826385498047 (2.2794642639160156) | > loss_1: 34.294517517089844 (33.59348457336426)  --> STEP: 26 | > loss_disc: 2.2817225456237793 (2.2998119592666626) | > loss_disc_real_0: 0.07548932731151581 (0.10278194583952427) | > loss_disc_real_1: 0.1826530247926712 (0.19351580108587557) | > loss_disc_real_2: 0.11823652684688568 (0.20327895421248215) | > loss_disc_real_3: 0.06457224488258362 (0.22715573757886887) | > loss_disc_real_4: 0.17945009469985962 (0.2334198968914839) | > loss_disc_real_5: 0.1902434229850769 (0.22306430569061866) | > loss_0: 2.2817225456237793 (2.2998119592666626) | > loss_gen: 2.074748992919922 (2.379984818972074) | > loss_kl: 2.306990623474121 (2.261477319093851) | > loss_feat: 14.30548095703125 (7.245005020728478) | > loss_mel: 23.82778549194336 (19.85836036388691) | > loss_duration: 2.3097095489501953 (2.2806275441096377) | > loss_1: 44.82471466064453 (34.02545496133658) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024454593658447266 (+1.691854917086101e-05) | > avg_loss_disc: 2.2998119592666626 (+0.0034508980237522024) | > avg_loss_disc_real_0: 0.10278194583952427 (-0.0008041261193843935) | > avg_loss_disc_real_1: 0.19351580108587557 (-0.02008849325088355) | > avg_loss_disc_real_2: 0.20327895421248215 (-0.010460687371400684) | > avg_loss_disc_real_3: 0.22715573757886887 (-0.0289176759811548) | > avg_loss_disc_real_4: 0.2334198968914839 (+0.008575206765761761) | > avg_loss_disc_real_5: 0.22306430569061866 (+0.006818714336707055) | > avg_loss_0: 2.2998119592666626 (+0.0034508980237522024) | > avg_loss_gen: 2.379984818972074 (-0.11672902565736054) | > avg_loss_kl: 2.261477319093851 (+0.18441076920582677) | > avg_loss_feat: 7.245005020728478 (-0.08641238395984363) | > avg_loss_mel: 19.85836036388691 (+0.5647498277517471) | > avg_loss_duration: 2.2806275441096377 (+0.009808411965003039) | > avg_loss_1: 34.02545496133658 (+0.55582765432505)  > EPOCH: 134/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:48:57)   --> TIME: 2024-06-10 20:49:00 -- STEP: 4/330 -- GLOBAL_STEP: 132225 | > loss_disc: 2.3867969512939453 (2.3383617401123047) | > loss_disc_real_0: 0.08123211562633514 (0.1131664589047432) | > loss_disc_real_1: 0.21849019825458527 (0.18993456289172173) | > loss_disc_real_2: 0.23849086463451385 (0.1959911398589611) | > loss_disc_real_3: 0.23554089665412903 (0.25071530416607857) | > loss_disc_real_4: 0.23917949199676514 (0.23858213052153587) | > loss_disc_real_5: 0.23585447669029236 (0.2274085357785225) | > loss_0: 2.3867969512939453 (2.3383617401123047) | > grad_norm_0: tensor(13.0838, device='cuda:0') (tensor(9.0612, device='cuda:0')) | > loss_gen: 2.5194954872131348 (2.554468333721161) | > loss_kl: 1.7232506275177002 (1.6397132277488708) | > loss_feat: 5.899651050567627 (6.461260676383972) | > loss_mel: 19.24209213256836 (20.18912124633789) | > loss_duration: 2.3390707969665527 (2.342341661453247) | > loss_1: 31.723560333251953 (33.18690586090088) | > grad_norm_1: tensor(83.7821, device='cuda:0') (tensor(108.5452, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3342 (0.34090155363082886) | > loader_time: 0.0027 (0.0027948617935180664)  --> TIME: 2024-06-10 20:49:09 -- STEP: 29/330 -- GLOBAL_STEP: 132250 | > loss_disc: 2.2263004779815674 (2.337007900764202) | > loss_disc_real_0: 0.09234859049320221 (0.12060205509950375) | > loss_disc_real_1: 0.24704356491565704 (0.20117761914072366) | > loss_disc_real_2: 0.21139542758464813 (0.21519050721464486) | > loss_disc_real_3: 0.1914958506822586 (0.2286673167656208) | > loss_disc_real_4: 0.21112900972366333 (0.2282067984342575) | > loss_disc_real_5: 0.20046503841876984 (0.21548340186990542) | > loss_0: 2.2263004779815674 (2.337007900764202) | > grad_norm_0: tensor(8.4093, device='cuda:0') (tensor(10.9027, device='cuda:0')) | > loss_gen: 2.5668272972106934 (2.526785233925129) | > loss_kl: 1.5154930353164673 (1.6576791097377908) | > loss_feat: 7.549562931060791 (6.903903007507324) | > loss_mel: 20.58925437927246 (19.84470709438982) | > loss_duration: 2.105691432952881 (2.1505391104467977) | > loss_1: 34.32682800292969 (33.08361349434687) | > grad_norm_1: tensor(123.2599, device='cuda:0') (tensor(117.7769, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3425 (0.3414686630512106) | > loader_time: 0.0033 (0.0031204388059418776)  --> TIME: 2024-06-10 20:49:18 -- STEP: 54/330 -- GLOBAL_STEP: 132275 | > loss_disc: 2.3249740600585938 (2.3023688969788734) | > loss_disc_real_0: 0.14037242531776428 (0.11606750568306004) | > loss_disc_real_1: 0.21448828279972076 (0.2007920750313335) | > loss_disc_real_2: 0.2305580973625183 (0.21585234613330276) | > loss_disc_real_3: 0.25849661231040955 (0.2249641995187159) | > loss_disc_real_4: 0.24860648810863495 (0.22029216256406572) | > loss_disc_real_5: 0.22731295228004456 (0.210956162876553) | > loss_0: 2.3249740600585938 (2.3023688969788734) | > grad_norm_0: tensor(14.7940, device='cuda:0') (tensor(12.1028, device='cuda:0')) | > loss_gen: 2.6561319828033447 (2.555266755598563) | > loss_kl: 1.5553468465805054 (1.6249288276389793) | > loss_feat: 6.707878112792969 (7.132871336407131) | > loss_mel: 19.96099853515625 (19.853463808695476) | > loss_duration: 2.056190252304077 (2.1093949476877847) | > loss_1: 32.936546325683594 (33.27592577757658) | > grad_norm_1: tensor(105.1870, device='cuda:0') (tensor(157.0229, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3441 (0.34655455748240155) | > loader_time: 0.0039 (0.003256431332340947)  --> TIME: 2024-06-10 20:49:27 -- STEP: 79/330 -- GLOBAL_STEP: 132300 | > loss_disc: 2.208548069000244 (2.303438153447984) | > loss_disc_real_0: 0.10325419902801514 (0.11470464701893963) | > loss_disc_real_1: 0.1570139229297638 (0.20035583535327184) | > loss_disc_real_2: 0.20899264514446259 (0.21556430206268648) | > loss_disc_real_3: 0.21313422918319702 (0.2252180872461464) | > loss_disc_real_4: 0.2092716544866562 (0.220736460406569) | > loss_disc_real_5: 0.17468403279781342 (0.21207807052739058) | > loss_0: 2.208548069000244 (2.303438153447984) | > grad_norm_0: tensor(29.6892, device='cuda:0') (tensor(14.6483, device='cuda:0')) | > loss_gen: 2.7196359634399414 (2.5609507319293443) | > loss_kl: 1.719035029411316 (1.6297555135775217) | > loss_feat: 7.2157487869262695 (7.2236712552324125) | > loss_mel: 20.171031951904297 (19.843575755252115) | > loss_duration: 2.0134549140930176 (2.0920880429352384) | > loss_1: 33.838905334472656 (33.3500414256808) | > grad_norm_1: tensor(331.9750, device='cuda:0') (tensor(180.7657, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3683 (0.3491972760309147) | > loader_time: 0.0035 (0.003370441967927957)  --> TIME: 2024-06-10 20:49:36 -- STEP: 104/330 -- GLOBAL_STEP: 132325 | > loss_disc: 2.121675968170166 (2.2876583360708684) | > loss_disc_real_0: 0.1334715038537979 (0.11438277521385597) | > loss_disc_real_1: 0.20106403529644012 (0.19965503794642595) | > loss_disc_real_2: 0.22828973829746246 (0.21481360208529693) | > loss_disc_real_3: 0.22036264836788177 (0.22355867105607802) | > loss_disc_real_4: 0.21384750306606293 (0.21890679345681116) | > loss_disc_real_5: 0.2239653766155243 (0.21213422858944306) | > loss_0: 2.121675968170166 (2.2876583360708684) | > grad_norm_0: tensor(14.9321, device='cuda:0') (tensor(15.5040, device='cuda:0')) | > loss_gen: 2.9996345043182373 (2.573589824713194) | > loss_kl: 1.735408902168274 (1.6293060940045576) | > loss_feat: 9.024558067321777 (7.251262710644649) | > loss_mel: 19.91925048828125 (19.78162952569814) | > loss_duration: 2.1150741577148438 (2.087580734720596) | > loss_1: 35.79392623901367 (33.32336917290321) | > grad_norm_1: tensor(338.3837, device='cuda:0') (tensor(194.1271, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3687 (0.3546664806512686) | > loader_time: 0.0042 (0.003455618253121009)  --> TIME: 2024-06-10 20:49:45 -- STEP: 129/330 -- GLOBAL_STEP: 132350 | > loss_disc: 2.237607479095459 (2.285966860231504) | > loss_disc_real_0: 0.06832438707351685 (0.11307590021643528) | > loss_disc_real_1: 0.17737701535224915 (0.20079830346643462) | > loss_disc_real_2: 0.228166863322258 (0.21515950144723403) | > loss_disc_real_3: 0.21390315890312195 (0.22331136684547098) | > loss_disc_real_4: 0.2032465636730194 (0.2179656888163367) | > loss_disc_real_5: 0.2094338834285736 (0.21095973022224368) | > loss_0: 2.237607479095459 (2.285966860231504) | > grad_norm_0: tensor(21.5330, device='cuda:0') (tensor(17.2172, device='cuda:0')) | > loss_gen: 2.569718360900879 (2.577178923658623) | > loss_kl: 1.6122992038726807 (1.6234022674634474) | > loss_feat: 7.779660224914551 (7.293071539827095) | > loss_mel: 20.341115951538086 (19.811584901440042) | > loss_duration: 2.059530258178711 (2.0851478576660143) | > loss_1: 34.36231994628906 (33.39038570906765) | > grad_norm_1: tensor(274.6249, device='cuda:0') (tensor(211.8516, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3791 (0.3565531571706136) | > loader_time: 0.004 (0.003542600676070812)  --> TIME: 2024-06-10 20:49:55 -- STEP: 154/330 -- GLOBAL_STEP: 132375 | > loss_disc: 2.3027617931365967 (2.287702405607546) | > loss_disc_real_0: 0.07160539925098419 (0.11424466742613873) | > loss_disc_real_1: 0.23799870908260345 (0.20099806843639967) | > loss_disc_real_2: 0.2672971189022064 (0.215416165238077) | > loss_disc_real_3: 0.22598837316036224 (0.22281343664054748) | > loss_disc_real_4: 0.20498839020729065 (0.2166329300055256) | > loss_disc_real_5: 0.20421506464481354 (0.21186630708443654) | > loss_0: 2.3027617931365967 (2.287702405607546) | > grad_norm_0: tensor(29.5795, device='cuda:0') (tensor(19.3925, device='cuda:0')) | > loss_gen: 2.454556703567505 (2.5808179424954716) | > loss_kl: 1.6560285091400146 (1.6242819188477156) | > loss_feat: 7.62711238861084 (7.30333009633151) | > loss_mel: 18.90470314025879 (19.79522807876785) | > loss_duration: 2.074977397918701 (2.0847427829519485) | > loss_1: 32.717376708984375 (33.38840094479647) | > grad_norm_1: tensor(248.9271, device='cuda:0') (tensor(221.4834, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3766 (0.358626661362586) | > loader_time: 0.0039 (0.0036445159416694144)  --> TIME: 2024-06-10 20:50:04 -- STEP: 179/330 -- GLOBAL_STEP: 132400 | > loss_disc: 2.2926979064941406 (2.280869991419702) | > loss_disc_real_0: 0.09221997857093811 (0.1135129653250372) | > loss_disc_real_1: 0.16910383105278015 (0.19968507884267983) | > loss_disc_real_2: 0.19734658300876617 (0.2148220440861899) | > loss_disc_real_3: 0.1977771520614624 (0.22234948995060094) | > loss_disc_real_4: 0.22015485167503357 (0.21616473361100563) | > loss_disc_real_5: 0.1862345188856125 (0.21095027853656748) | > loss_0: 2.2926979064941406 (2.280869991419702) | > grad_norm_0: tensor(18.6182, device='cuda:0') (tensor(20.0435, device='cuda:0')) | > loss_gen: 2.52559232711792 (2.5951511766657496) | > loss_kl: 1.8264446258544922 (1.6281410835308736) | > loss_feat: 7.197515487670898 (7.34428373262203) | > loss_mel: 18.98907470703125 (19.788519587596696) | > loss_duration: 2.123357057571411 (2.0887679014791973) | > loss_1: 32.661983489990234 (33.444863591114235) | > grad_norm_1: tensor(260.7336, device='cuda:0') (tensor(228.1397, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3662 (0.3612260005993552) | > loader_time: 0.0047 (0.0037768446533373613)  --> TIME: 2024-06-10 20:50:14 -- STEP: 204/330 -- GLOBAL_STEP: 132425 | > loss_disc: 2.417823553085327 (2.2807235811270905) | > loss_disc_real_0: 0.09411662817001343 (0.114053981579548) | > loss_disc_real_1: 0.21365444362163544 (0.20021189405929804) | > loss_disc_real_2: 0.23553651571273804 (0.21528294572935386) | > loss_disc_real_3: 0.23607280850410461 (0.22286144066967217) | > loss_disc_real_4: 0.21885694563388824 (0.2163020706205976) | > loss_disc_real_5: 0.2429077923297882 (0.211517485333424) | > loss_0: 2.417823553085327 (2.2807235811270905) | > grad_norm_0: tensor(18.5479, device='cuda:0') (tensor(20.6359, device='cuda:0')) | > loss_gen: 2.5199813842773438 (2.6003434085378467) | > loss_kl: 1.6870737075805664 (1.6303710055117513) | > loss_feat: 7.4853339195251465 (7.36922722938014) | > loss_mel: 19.648052215576172 (19.74916850819307) | > loss_duration: 2.0848500728607178 (2.0943730228087456) | > loss_1: 33.425289154052734 (33.44348330591238) | > grad_norm_1: tensor(133.0363, device='cuda:0') (tensor(235.2069, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3991 (0.3642158169372411) | > loader_time: 0.0047 (0.003920279297174192)  --> TIME: 2024-06-10 20:50:25 -- STEP: 229/330 -- GLOBAL_STEP: 132450 | > loss_disc: 2.263969659805298 (2.2788549750132328) | > loss_disc_real_0: 0.10476987808942795 (0.11458003197239476) | > loss_disc_real_1: 0.18640777468681335 (0.2001991816613351) | > loss_disc_real_2: 0.2271086871623993 (0.2156386575193905) | > loss_disc_real_3: 0.2367740124464035 (0.222522489108373) | > loss_disc_real_4: 0.21726997196674347 (0.21654313132492214) | > loss_disc_real_5: 0.21860434114933014 (0.21108644849348276) | > loss_0: 2.263969659805298 (2.2788549750132328) | > grad_norm_0: tensor(28.4054, device='cuda:0') (tensor(20.4729, device='cuda:0')) | > loss_gen: 2.711409091949463 (2.6037238664502143) | > loss_kl: 1.6619905233383179 (1.6280231189519558) | > loss_feat: 6.812142848968506 (7.3916386329450985) | > loss_mel: 19.652862548828125 (19.727933142383026) | > loss_duration: 2.1797993183135986 (2.101072872569986) | > loss_1: 33.01820373535156 (33.45239172856358) | > grad_norm_1: tensor(314.1276, device='cuda:0') (tensor(235.9217, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.3967 (0.3680354049632645) | > loader_time: 0.0055 (0.004053648902859752)  --> TIME: 2024-06-10 20:50:35 -- STEP: 254/330 -- GLOBAL_STEP: 132475 | > loss_disc: 2.1744909286499023 (2.276562164148946) | > loss_disc_real_0: 0.09565475583076477 (0.11479984650637691) | > loss_disc_real_1: 0.26195356249809265 (0.20020501773188432) | > loss_disc_real_2: 0.20185840129852295 (0.2150315224655031) | > loss_disc_real_3: 0.2221905142068863 (0.22219203312800626) | > loss_disc_real_4: 0.20412090420722961 (0.21641286351080016) | > loss_disc_real_5: 0.21233488619327545 (0.21057257619429762) | > loss_0: 2.1744909286499023 (2.276562164148946) | > grad_norm_0: tensor(32.6761, device='cuda:0') (tensor(21.1873, device='cuda:0')) | > loss_gen: 2.6906826496124268 (2.602785482181339) | > loss_kl: 1.5809482336044312 (1.625608280418426) | > loss_feat: 7.829071521759033 (7.3917633004075896) | > loss_mel: 19.681909561157227 (19.69743793217216) | > loss_duration: 2.1263458728790283 (2.1068576367821263) | > loss_1: 33.908958435058594 (33.42445268405701) | > grad_norm_1: tensor(105.1703, device='cuda:0') (tensor(244.4130, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.42 (0.37282116300477774) | > loader_time: 0.0059 (0.004208728084414025)  --> TIME: 2024-06-10 20:50:46 -- STEP: 279/330 -- GLOBAL_STEP: 132500 | > loss_disc: 2.111990213394165 (2.277267708146016) | > loss_disc_real_0: 0.147271990776062 (0.11502353745549383) | > loss_disc_real_1: 0.18246300518512726 (0.20055899387192125) | > loss_disc_real_2: 0.20883484184741974 (0.21515296746753024) | > loss_disc_real_3: 0.21068039536476135 (0.221978121280243) | > loss_disc_real_4: 0.17611157894134521 (0.21610240718369841) | > loss_disc_real_5: 0.19169166684150696 (0.210439798118393) | > loss_0: 2.111990213394165 (2.277267708146016) | > grad_norm_0: tensor(45.0849, device='cuda:0') (tensor(23.0575, device='cuda:0')) | > loss_gen: 3.103663921356201 (2.604579645245734) | > loss_kl: 1.680822730064392 (1.6269215400928239) | > loss_feat: 8.584274291992188 (7.4099697912893) | > loss_mel: 19.54911994934082 (19.673637055154344) | > loss_duration: 2.1669206619262695 (2.114699549145167) | > loss_1: 35.084800720214844 (33.42980760827284) | > grad_norm_1: tensor(383.0498, device='cuda:0') (tensor(260.4538, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.42 (0.37795004024300527) | > loader_time: 0.0063 (0.004358241207710734) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_132500.pth  --> TIME: 2024-06-10 20:51:02 -- STEP: 304/330 -- GLOBAL_STEP: 132525 | > loss_disc: 2.46248197555542 (2.280290963618379) | > loss_disc_real_0: 0.10139311105012894 (0.11675211708796651) | > loss_disc_real_1: 0.23450613021850586 (0.20060497701266097) | > loss_disc_real_2: 0.1993294507265091 (0.21506679582556612) | > loss_disc_real_3: 0.24015897512435913 (0.2218646696817719) | > loss_disc_real_4: 0.20577102899551392 (0.21602666054509193) | > loss_disc_real_5: 0.22630661725997925 (0.21069478758267657) | > loss_0: 2.46248197555542 (2.280290963618379) | > grad_norm_0: tensor(24.8168, device='cuda:0') (tensor(25.0824, device='cuda:0')) | > loss_gen: 2.545278787612915 (2.605501149045794) | > loss_kl: 1.7394731044769287 (1.6299051783586807) | > loss_feat: 8.091629028320312 (7.437096048342556) | > loss_mel: 19.635189056396484 (19.614231931535823) | > loss_duration: 2.2409677505493164 (2.1240407267683423) | > loss_1: 34.25253677368164 (33.410775052873696) | > grad_norm_1: tensor(464.0189, device='cuda:0') (tensor(266.9109, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.4736 (0.38516050812445196) | > loader_time: 0.0074 (0.004568586224003845)  --> TIME: 2024-06-10 20:51:28 -- STEP: 329/330 -- GLOBAL_STEP: 132550 | > loss_disc: 2.2031328678131104 (2.2819566088969228) | > loss_disc_real_0: 0.10740439593791962 (0.11757787613702038) | > loss_disc_real_1: 0.192527174949646 (0.2012439451907905) | > loss_disc_real_2: 0.212850421667099 (0.2151428171657139) | > loss_disc_real_3: 0.1846090406179428 (0.22155950845737235) | > loss_disc_real_4: 0.17162179946899414 (0.216101456965719) | > loss_disc_real_5: 0.20030203461647034 (0.21062684222195277) | > loss_0: 2.2031328678131104 (2.2819566088969228) | > grad_norm_0: tensor(9.3807, device='cuda:0') (tensor(25.3472, device='cuda:0')) | > loss_gen: 2.6322667598724365 (2.6035331991305837) | > loss_kl: 2.0416340827941895 (1.6413944017561017) | > loss_feat: 12.24780559539795 (7.545422214867497) | > loss_mel: 20.064254760742188 (19.59175537132565) | > loss_duration: 2.287996768951416 (2.1368708168481976) | > loss_1: 39.27396011352539 (33.51897602603066) | > grad_norm_1: tensor(244.1091, device='cuda:0') (tensor(270.3624, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 12.3937 (0.4341303048525175) | > loader_time: 0.0348 (0.004991550213660154)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.470177412033081 (2.470177412033081) | > loss_disc_real_0: 0.1408022940158844 (0.1408022940158844) | > loss_disc_real_1: 0.17273283004760742 (0.17273283004760742) | > loss_disc_real_2: 0.245169997215271 (0.245169997215271) | > loss_disc_real_3: 0.2954643964767456 (0.2954643964767456) | > loss_disc_real_4: 0.30843064188957214 (0.30843064188957214) | > loss_disc_real_5: 0.2972632348537445 (0.2972632348537445) | > loss_0: 2.470177412033081 (2.470177412033081) | > loss_gen: 2.423433780670166 (2.423433780670166) | > loss_kl: 1.9315407276153564 (1.9315407276153564) | > loss_feat: 5.064676284790039 (5.064676284790039) | > loss_mel: 17.957181930541992 (17.957181930541992) | > loss_duration: 2.911635398864746 (2.911635398864746) | > loss_1: 30.288467407226562 (30.288467407226562)  --> STEP: 1 | > loss_disc: 2.141911506652832 (2.141911506652832) | > loss_disc_real_0: 0.08174581080675125 (0.08174581080675125) | > loss_disc_real_1: 0.1397850662469864 (0.1397850662469864) | > loss_disc_real_2: 0.23056501150131226 (0.23056501150131226) | > loss_disc_real_3: 0.2938265800476074 (0.2938265800476074) | > loss_disc_real_4: 0.30459141731262207 (0.30459141731262207) | > loss_disc_real_5: 0.29880911111831665 (0.29880911111831665) | > loss_0: 2.141911506652832 (2.141911506652832) | > loss_gen: 3.189832925796509 (3.189832925796509) | > loss_kl: 1.5384432077407837 (1.5384432077407837) | > loss_feat: 8.638054847717285 (8.638054847717285) | > loss_mel: 21.53913688659668 (21.53913688659668) | > loss_duration: 2.334425210952759 (2.334425210952759) | > loss_1: 37.23989486694336 (37.23989486694336)  --> STEP: 2 | > loss_disc: 2.1723763942718506 (2.1571439504623413) | > loss_disc_real_0: 0.05905184894800186 (0.07039882987737656) | > loss_disc_real_1: 0.16243666410446167 (0.15111086517572403) | > loss_disc_real_2: 0.20428811013698578 (0.21742656081914902) | > loss_disc_real_3: 0.2622224688529968 (0.2780245244503021) | > loss_disc_real_4: 0.244907945394516 (0.27474968135356903) | > loss_disc_real_5: 0.22189582884311676 (0.2603524699807167) | > loss_0: 2.1723763942718506 (2.1571439504623413) | > loss_gen: 2.428190231323242 (2.8090115785598755) | > loss_kl: 2.4538590908050537 (1.9961511492729187) | > loss_feat: 6.384851932525635 (7.51145339012146) | > loss_mel: 21.354469299316406 (21.446803092956543) | > loss_duration: 2.3951961994171143 (2.3648107051849365) | > loss_1: 35.016563415527344 (36.12822914123535)  --> STEP: 3 | > loss_disc: 2.2884721755981445 (2.200920025507609) | > loss_disc_real_0: 0.07615184783935547 (0.07231650253136952) | > loss_disc_real_1: 0.2606259286403656 (0.18761588633060455) | > loss_disc_real_2: 0.24260038137435913 (0.2258178343375524) | > loss_disc_real_3: 0.1941688358783722 (0.2500726282596588) | > loss_disc_real_4: 0.24304980039596558 (0.26418305436770123) | > loss_disc_real_5: 0.2695200443267822 (0.2634083280960719) | > loss_0: 2.2884721755981445 (2.200920025507609) | > loss_gen: 2.6829261779785156 (2.7669831116994223) | > loss_kl: 2.60943341255188 (2.2005785703659058) | > loss_feat: 7.582364559173584 (7.535090446472168) | > loss_mel: 20.41762351989746 (21.103743235270183) | > loss_duration: 2.224112033843994 (2.317911148071289) | > loss_1: 35.51646041870117 (35.92430623372396)  --> STEP: 4 | > loss_disc: 2.4177794456481934 (2.255134880542755) | > loss_disc_real_0: 0.12273934483528137 (0.08492221310734749) | > loss_disc_real_1: 0.16714739799499512 (0.1824987642467022) | > loss_disc_real_2: 0.26814284920692444 (0.2363990880548954) | > loss_disc_real_3: 0.247141495347023 (0.24933984503149986) | > loss_disc_real_4: 0.2692401707172394 (0.26544733345508575) | > loss_disc_real_5: 0.2381078153848648 (0.2570831999182701) | > loss_0: 2.4177794456481934 (2.255134880542755) | > loss_gen: 2.3302218914031982 (2.657792806625366) | > loss_kl: 2.297452211380005 (2.2247969806194305) | > loss_feat: 5.8483967781066895 (7.113417029380798) | > loss_mel: 19.404136657714844 (20.678841590881348) | > loss_duration: 2.202296257019043 (2.2890074253082275) | > loss_1: 32.08250427246094 (34.9638557434082)  --> STEP: 5 | > loss_disc: 2.3005599975585938 (2.2642199039459228) | > loss_disc_real_0: 0.07957376539707184 (0.08385252356529235) | > loss_disc_real_1: 0.19926969707012177 (0.18585295081138611) | > loss_disc_real_2: 0.20354658365249634 (0.2298285871744156) | > loss_disc_real_3: 0.2791130542755127 (0.25529448688030243) | > loss_disc_real_4: 0.21820387244224548 (0.2559986412525177) | > loss_disc_real_5: 0.2162039428949356 (0.24890734851360322) | > loss_0: 2.3005599975585938 (2.2642199039459228) | > loss_gen: 2.292010545730591 (2.584636354446411) | > loss_kl: 2.2519869804382324 (2.230234980583191) | > loss_feat: 5.3542633056640625 (6.761586284637451) | > loss_mel: 19.156387329101562 (20.37435073852539) | > loss_duration: 2.3911752700805664 (2.3094409942626952) | > loss_1: 31.445823669433594 (34.260249328613284)  --> STEP: 6 | > loss_disc: 2.6474766731262207 (2.328096032142639) | > loss_disc_real_0: 0.051810286939144135 (0.07851215079426765) | > loss_disc_real_1: 0.2162671685218811 (0.1909219870964686) | > loss_disc_real_2: 0.34955182671546936 (0.24978246043125787) | > loss_disc_real_3: 0.345203161239624 (0.27027926594018936) | > loss_disc_real_4: 0.2531633973121643 (0.2555261005957921) | > loss_disc_real_5: 0.26973891258239746 (0.25237927585840225) | > loss_0: 2.6474766731262207 (2.328096032142639) | > loss_gen: 2.2846410274505615 (2.534637133280436) | > loss_kl: 2.218665361404419 (2.2283067107200623) | > loss_feat: 5.922598838806152 (6.621755043665568) | > loss_mel: 19.73012351989746 (20.266979535420734) | > loss_duration: 2.122317314147949 (2.278253714243571) | > loss_1: 32.27834701538086 (33.929932276407875)  --> STEP: 7 | > loss_disc: 2.182981252670288 (2.307365349360875) | > loss_disc_real_0: 0.12702392041683197 (0.08544240359749113) | > loss_disc_real_1: 0.1948169767856598 (0.19147841419492448) | > loss_disc_real_2: 0.29392194747924805 (0.2560881014381136) | > loss_disc_real_3: 0.24728843569755554 (0.2669948616198131) | > loss_disc_real_4: 0.26978015899658203 (0.2575623946530478) | > loss_disc_real_5: 0.2653188109397888 (0.2542277808700289) | > loss_0: 2.182981252670288 (2.307365349360875) | > loss_gen: 3.236030101776123 (2.63483612877982) | > loss_kl: 2.691632032394409 (2.2944960423878262) | > loss_feat: 8.085790634155273 (6.830902985164097) | > loss_mel: 20.197355270385742 (20.25703321184431) | > loss_duration: 2.396641731262207 (2.2951662881033763) | > loss_1: 36.60744857788086 (34.31243460518973)  --> STEP: 8 | > loss_disc: 2.3405330181121826 (2.311511307954788) | > loss_disc_real_0: 0.15117120742797852 (0.09365850407630205) | > loss_disc_real_1: 0.14425691962242126 (0.1855757273733616) | > loss_disc_real_2: 0.20661422610282898 (0.24990386702120304) | > loss_disc_real_3: 0.25265267491340637 (0.26520208828151226) | > loss_disc_real_4: 0.2623583674430847 (0.25816189125180244) | > loss_disc_real_5: 0.26544520258903503 (0.25562995858490467) | > loss_0: 2.3405330181121826 (2.311511307954788) | > loss_gen: 2.7432239055633545 (2.648384600877762) | > loss_kl: 1.9605741500854492 (2.252755805850029) | > loss_feat: 7.158018112182617 (6.871792376041412) | > loss_mel: 16.433351516723633 (19.779072999954224) | > loss_duration: 2.16080379486084 (2.278370976448059) | > loss_1: 30.455970764160156 (33.830376625061035)  --> STEP: 9 | > loss_disc: 2.2874245643615723 (2.3088350031110974) | > loss_disc_real_0: 0.17867109179496765 (0.10310434715615378) | > loss_disc_real_1: 0.15527714788913727 (0.1822092185417811) | > loss_disc_real_2: 0.29613539576530457 (0.2550407035483254) | > loss_disc_real_3: 0.2638881206512451 (0.26505609187814927) | > loss_disc_real_4: 0.2256169319152832 (0.25454578465885586) | > loss_disc_real_5: 0.22536717355251312 (0.25226742691463894) | > loss_0: 2.2874245643615723 (2.3088350031110974) | > loss_gen: 2.7980995178222656 (2.6650195916493735) | > loss_kl: 2.1120142936706543 (2.2371178600523205) | > loss_feat: 8.006474494934082 (6.997868167029487) | > loss_mel: 20.889375686645508 (19.902439965142143) | > loss_duration: 2.087308883666992 (2.2571418550279407) | > loss_1: 35.893272399902344 (34.05958726671007)  --> STEP: 10 | > loss_disc: 2.278095245361328 (2.3057610273361204) | > loss_disc_real_0: 0.11219514906406403 (0.10401342734694481) | > loss_disc_real_1: 0.17386123538017273 (0.18137442022562028) | > loss_disc_real_2: 0.17960107326507568 (0.24749674052000045) | > loss_disc_real_3: 0.24896451830863953 (0.2634469345211983) | > loss_disc_real_4: 0.1915409415960312 (0.2482453003525734) | > loss_disc_real_5: 0.22603808343410492 (0.24964449256658555) | > loss_0: 2.278095245361328 (2.3057610273361204) | > loss_gen: 2.3790557384490967 (2.636423206329346) | > loss_kl: 1.771755576133728 (2.1905816316604616) | > loss_feat: 6.521236419677734 (6.950204992294312) | > loss_mel: 19.129629135131836 (19.825158882141114) | > loss_duration: 2.2450132369995117 (2.2559289932250977) | > loss_1: 32.046688079833984 (33.85829734802246)  --> STEP: 11 | > loss_disc: 2.235645294189453 (2.2993868697773325) | > loss_disc_real_0: 0.1131165400147438 (0.10484098304401744) | > loss_disc_real_1: 0.1772635579109192 (0.18100070546973834) | > loss_disc_real_2: 0.27698811888694763 (0.25017777491699567) | > loss_disc_real_3: 0.26524072885513306 (0.26361000673337415) | > loss_disc_real_4: 0.22495827078819275 (0.24612829766490243) | > loss_disc_real_5: 0.23103737831115723 (0.24795293672518295) | > loss_0: 2.235645294189453 (2.2993868697773325) | > loss_gen: 2.7214832305908203 (2.6441559358076616) | > loss_kl: 2.3512465953826904 (2.205187537453391) | > loss_feat: 7.118602752685547 (6.9655138796026055) | > loss_mel: 19.19206428527832 (19.76760482788086) | > loss_duration: 2.4276490211486816 (2.271539904854514) | > loss_1: 33.8110466003418 (33.85400182550604)  --> STEP: 12 | > loss_disc: 2.1673812866210938 (2.2883864045143127) | > loss_disc_real_0: 0.0904746949672699 (0.10364379237095515) | > loss_disc_real_1: 0.17090599238872528 (0.18015947937965393) | > loss_disc_real_2: 0.2970277667045593 (0.25408194089929265) | > loss_disc_real_3: 0.2740638852119446 (0.26448116327325505) | > loss_disc_real_4: 0.1919286847114563 (0.24161166325211525) | > loss_disc_real_5: 0.22086447477340698 (0.2456955648958683) | > loss_0: 2.1673812866210938 (2.2883864045143127) | > loss_gen: 2.7635433673858643 (2.6541048884391785) | > loss_kl: 1.8459649085998535 (2.1752523183822627) | > loss_feat: 6.844109535217285 (6.955396850903829) | > loss_mel: 19.104816436767578 (19.712372461954754) | > loss_duration: 2.1882052421569824 (2.2645953496297198) | > loss_1: 32.746639251708984 (33.76172161102295)  --> STEP: 13 | > loss_disc: 2.3278703689575195 (2.2914236325484056) | > loss_disc_real_0: 0.09078976511955261 (0.10265502104392418) | > loss_disc_real_1: 0.19115480780601501 (0.1810052738739894) | > loss_disc_real_2: 0.22297553718090057 (0.2516891406132625) | > loss_disc_real_3: 0.2390168458223343 (0.2625223696231842) | > loss_disc_real_4: 0.26867589354515076 (0.2436935271208103) | > loss_disc_real_5: 0.24351949989795685 (0.24552817528064436) | > loss_0: 2.3278703689575195 (2.2914236325484056) | > loss_gen: 2.7024543285369873 (2.65782407613901) | > loss_kl: 1.8110567331314087 (2.147237273362966) | > loss_feat: 7.4854817390441895 (6.99617261153001) | > loss_mel: 17.83606719970703 (19.568041287935696) | > loss_duration: 2.1430866718292236 (2.255248528260451) | > loss_1: 31.978147506713867 (33.624523602999176)  --> STEP: 14 | > loss_disc: 2.118516445159912 (2.279073119163513) | > loss_disc_real_0: 0.06564755737781525 (0.10001163078205925) | > loss_disc_real_1: 0.15544381737709045 (0.17917945555278234) | > loss_disc_real_2: 0.22254031896591187 (0.249607081924166) | > loss_disc_real_3: 0.19796694815158844 (0.25791126808949877) | > loss_disc_real_4: 0.18806065618991852 (0.2397197506257466) | > loss_disc_real_5: 0.16024093329906464 (0.2394362294248172) | > loss_0: 2.118516445159912 (2.279073119163513) | > loss_gen: 2.6477255821228027 (2.6571027551378523) | > loss_kl: 2.474630832672119 (2.1706225275993343) | > loss_feat: 8.655195236206055 (7.114674227578299) | > loss_mel: 22.187108993530273 (19.755117552621023) | > loss_duration: 2.4209344387054443 (2.267083236149379) | > loss_1: 38.385589599609375 (33.96459974561419)  --> STEP: 15 | > loss_disc: 2.27878999710083 (2.2790542443593345) | > loss_disc_real_0: 0.10825212299823761 (0.10056099692980448) | > loss_disc_real_1: 0.22266213595867157 (0.18207830091317495) | > loss_disc_real_2: 0.3906799554824829 (0.2590119401613871) | > loss_disc_real_3: 0.24514633417129517 (0.25706027249495184) | > loss_disc_real_4: 0.19215038418769836 (0.23654845952987671) | > loss_disc_real_5: 0.2286246418952942 (0.238715456922849) | > loss_0: 2.27878999710083 (2.2790542443593345) | > loss_gen: 2.837522268295288 (2.669130722681681) | > loss_kl: 2.7937145233154297 (2.2121619939804074) | > loss_feat: 7.738417625427246 (7.156257120768229) | > loss_mel: 19.818241119384766 (19.759325790405274) | > loss_duration: 2.2415010929107666 (2.2653777599334717) | > loss_1: 35.42939376831055 (34.06225268046061)  --> STEP: 16 | > loss_disc: 2.373119354248047 (2.284933313727379) | > loss_disc_real_0: 0.08891020715236664 (0.09983282256871462) | > loss_disc_real_1: 0.23083986341953278 (0.1851258985698223) | > loss_disc_real_2: 0.2543586492538452 (0.25872110947966576) | > loss_disc_real_3: 0.2244577407836914 (0.25502261426299805) | > loss_disc_real_4: 0.25387042760849 (0.23763108253479004) | > loss_disc_real_5: 0.23077479004859924 (0.2382191652432084) | > loss_0: 2.373119354248047 (2.284933313727379) | > loss_gen: 2.4255452156066895 (2.6539066284894943) | > loss_kl: 2.750666856765747 (2.245818547904491) | > loss_feat: 5.980441570281982 (7.082768648862839) | > loss_mel: 17.57394027709961 (19.62273919582367) | > loss_duration: 2.3794069290161133 (2.272504583001137) | > loss_1: 31.110000610351562 (33.877736926078796)  --> STEP: 17 | > loss_disc: 2.416213035583496 (2.2926556503071502) | > loss_disc_real_0: 0.16567373275756836 (0.10370581728570602) | > loss_disc_real_1: 0.16936631500720978 (0.1841988642426098) | > loss_disc_real_2: 0.17813043296337128 (0.25398048144929547) | > loss_disc_real_3: 0.28005170822143555 (0.25649491390761203) | > loss_disc_real_4: 0.2653955817222595 (0.23926428836934707) | > loss_disc_real_5: 0.31555262207984924 (0.242768192115952) | > loss_0: 2.416213035583496 (2.2926556503071502) | > loss_gen: 2.3294496536254883 (2.634820924085729) | > loss_kl: 1.9761987924575806 (2.229958562289967) | > loss_feat: 5.963818073272705 (7.016948026769302) | > loss_mel: 19.747623443603516 (19.630085328046015) | > loss_duration: 2.342869758605957 (2.2766437109778908) | > loss_1: 32.35995864868164 (33.78845585093779)  --> STEP: 18 | > loss_disc: 2.166940927505493 (2.285671499040392) | > loss_disc_real_0: 0.05647164583206177 (0.10108169664939244) | > loss_disc_real_1: 0.19570672512054443 (0.1848381898469395) | > loss_disc_real_2: 0.22859551012516022 (0.2525702052646213) | > loss_disc_real_3: 0.1922166645526886 (0.2529239000545607) | > loss_disc_real_4: 0.2645651400089264 (0.24066989123821259) | > loss_disc_real_5: 0.13998740911483765 (0.23705814861589009) | > loss_0: 2.166940927505493 (2.285671499040392) | > loss_gen: 2.4956839084625244 (2.62709108988444) | > loss_kl: 2.179743528366089 (2.2271688381830845) | > loss_feat: 9.140434265136719 (7.13491948445638) | > loss_mel: 19.31226348876953 (19.61242855919732) | > loss_duration: 2.2181038856506348 (2.27339149845971) | > loss_1: 35.34623336791992 (33.874999046325684)  --> STEP: 19 | > loss_disc: 2.3571958541870117 (2.2894359387849508) | > loss_disc_real_0: 0.11636195331811905 (0.10188592068458859) | > loss_disc_real_1: 0.16441267728805542 (0.18376316287015615) | > loss_disc_real_2: 0.2625366747379303 (0.2530947562895323) | > loss_disc_real_3: 0.27351805567741394 (0.2540078029820793) | > loss_disc_real_4: 0.2636273503303528 (0.24187817855885155) | > loss_disc_real_5: 0.24094367027282715 (0.23726264975572886) | > loss_0: 2.3571958541870117 (2.2894359387849508) | > loss_gen: 2.3919777870178223 (2.614716705523039) | > loss_kl: 1.6768584251403809 (2.1982051322334684) | > loss_feat: 6.588500499725342 (7.106160590523167) | > loss_mel: 15.682085037231445 (19.405568373830693) | > loss_duration: 2.2643914222717285 (2.27291781023929) | > loss_1: 28.60381317138672 (33.59756821080258)  --> STEP: 20 | > loss_disc: 2.266375780105591 (2.2882829308509827) | > loss_disc_real_0: 0.16747480630874634 (0.10516536496579647) | > loss_disc_real_1: 0.1491275429725647 (0.18203138187527657) | > loss_disc_real_2: 0.28340646624565125 (0.25461034178733827) | > loss_disc_real_3: 0.30889061093330383 (0.2567519433796405) | > loss_disc_real_4: 0.2038252353668213 (0.23997553139925004) | > loss_disc_real_5: 0.20499813556671143 (0.235649424046278) | > loss_0: 2.266375780105591 (2.2882829308509827) | > loss_gen: 2.7210521697998047 (2.6200334787368775) | > loss_kl: 2.047651529312134 (2.1906774520874017) | > loss_feat: 6.643007755279541 (7.083002948760987) | > loss_mel: 21.534936904907227 (19.512036800384518) | > loss_duration: 2.344383716583252 (2.276491105556488) | > loss_1: 35.29103088378906 (33.6822413444519)  --> STEP: 21 | > loss_disc: 2.105125904083252 (2.279561167671567) | > loss_disc_real_0: 0.08179549127817154 (0.10405251383781433) | > loss_disc_real_1: 0.15944446623325348 (0.18095581446375167) | > loss_disc_real_2: 0.3156123459339142 (0.2575151991276514) | > loss_disc_real_3: 0.22435463964939117 (0.25520921463058105) | > loss_disc_real_4: 0.16176262497901917 (0.23625110728400095) | > loss_disc_real_5: 0.2024218738079071 (0.23406715974921272) | > loss_0: 2.105125904083252 (2.279561167671567) | > loss_gen: 2.9521002769470215 (2.635846183413551) | > loss_kl: 1.991378903388977 (2.1811870450065243) | > loss_feat: 8.448646545410156 (7.14803359622047) | > loss_mel: 19.181982040405273 (19.496319907052175) | > loss_duration: 2.1775689125061035 (2.2717805249350413) | > loss_1: 34.751678466796875 (33.73316692170643)  --> STEP: 22 | > loss_disc: 1.9056535959243774 (2.2625653689557854) | > loss_disc_real_0: 0.0854458287358284 (0.10320675542408769) | > loss_disc_real_1: 0.15325091779232025 (0.1796965009786866) | > loss_disc_real_2: 0.200562983751297 (0.25492646206508984) | > loss_disc_real_3: 0.24128252267837524 (0.25457618317820807) | > loss_disc_real_4: 0.20503556728363037 (0.23483221910216592) | > loss_disc_real_5: 0.15212897956371307 (0.23034269701350818) | > loss_0: 1.9056535959243774 (2.2625653689557854) | > loss_gen: 2.9864609241485596 (2.651783217083324) | > loss_kl: 1.7738440036773682 (2.1626714522188353) | > loss_feat: 8.424515724182129 (7.206055511127818) | > loss_mel: 22.011905670166016 (19.61066471446644) | > loss_duration: 2.1306190490722656 (2.2653640942140063) | > loss_1: 37.32734680175781 (33.896538734436035)  --> STEP: 23 | > loss_disc: 2.3054819107055664 (2.264431305553602) | > loss_disc_real_0: 0.09642674028873444 (0.1029119721573332) | > loss_disc_real_1: 0.18080416321754456 (0.17974466020646301) | > loss_disc_real_2: 0.24658140540122986 (0.25456363351448724) | > loss_disc_real_3: 0.2649919390678406 (0.2550290421299312) | > loss_disc_real_4: 0.26899635791778564 (0.23631761644197546) | > loss_disc_real_5: 0.28444188833236694 (0.23269483576650205) | > loss_0: 2.3054819107055664 (2.264431305553602) | > loss_gen: 2.6682920455932617 (2.65250099223593) | > loss_kl: 2.346456527709961 (2.1706621076749713) | > loss_feat: 7.331839084625244 (7.211524362149446) | > loss_mel: 19.339550018310547 (19.598877118981402) | > loss_duration: 2.2852492332458496 (2.2662286654762602) | > loss_1: 33.97138595581055 (33.89979296145232)  --> STEP: 24 | > loss_disc: 2.366999864578247 (2.2687049955129623) | > loss_disc_real_0: 0.19245119392871857 (0.10664277306447427) | > loss_disc_real_1: 0.20205314457416534 (0.18067418038845062) | > loss_disc_real_2: 0.39756789803504944 (0.26052214453617734) | > loss_disc_real_3: 0.23613812029361725 (0.2542419203867515) | > loss_disc_real_4: 0.2200055569410324 (0.23563794729610285) | > loss_disc_real_5: 0.23114556074142456 (0.23263028264045715) | > loss_0: 2.366999864578247 (2.2687049955129623) | > loss_gen: 2.9385030269622803 (2.6644177436828613) | > loss_kl: 2.1292612552642822 (2.1689370721578594) | > loss_feat: 8.864931106567383 (7.280416309833527) | > loss_mel: 18.432802200317383 (19.550290664037068) | > loss_duration: 2.4246997833251953 (2.272831628719966) | > loss_1: 34.790199279785156 (33.93689322471619)  --> STEP: 25 | > loss_disc: 2.696833610534668 (2.2858301401138306) | > loss_disc_real_0: 0.10455087572336197 (0.10655909717082977) | > loss_disc_real_1: 0.1839171200990677 (0.1808038979768753) | > loss_disc_real_2: 0.26218149065971375 (0.2605885183811188) | > loss_disc_real_3: 0.2914365530014038 (0.25572970569133757) | > loss_disc_real_4: 0.2734088599681854 (0.23714878380298615) | > loss_disc_real_5: 0.31937727332115173 (0.23610016226768493) | > loss_0: 2.696833610534668 (2.2858301401138306) | > loss_gen: 2.1999058723449707 (2.6458372688293457) | > loss_kl: 2.193995714187622 (2.16993941783905) | > loss_feat: 7.116512298583984 (7.273860149383545) | > loss_mel: 18.946020126342773 (19.526119842529297) | > loss_duration: 2.358285903930664 (2.2762497997283937) | > loss_1: 32.814720153808594 (33.89200630187988)  --> STEP: 26 | > loss_disc: 2.155022382736206 (2.2807990725223837) | > loss_disc_real_0: 0.07443465292453766 (0.10532354162289546) | > loss_disc_real_1: 0.16737228631973267 (0.18028729752852365) | > loss_disc_real_2: 0.31523391604423523 (0.2626902644450848) | > loss_disc_real_3: 0.19827024638652802 (0.2535197264873065) | > loss_disc_real_4: 0.20610208809375763 (0.23595468012186196) | > loss_disc_real_5: 0.09398487955331802 (0.2306341898555939) | > loss_0: 2.155022382736206 (2.2807990725223837) | > loss_gen: 3.067639112472534 (2.662060416661776) | > loss_kl: 1.7178605794906616 (2.1525517702102657) | > loss_feat: 18.731231689453125 (7.714528285540068) | > loss_mel: 22.671001434326172 (19.647076826829178) | > loss_duration: 2.2855653762817383 (2.2766080911342916) | > loss_1: 48.473297119140625 (34.452825179466835) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025147383029644308 (+6.92789371197042e-05) | > avg_loss_disc: 2.2807990725223837 (-0.019012886744278923) | > avg_loss_disc_real_0: 0.10532354162289546 (+0.002541595783371195) | > avg_loss_disc_real_1: 0.18028729752852365 (-0.013228503557351917) | > avg_loss_disc_real_2: 0.2626902644450848 (+0.059411310232602654) | > avg_loss_disc_real_3: 0.2535197264873065 (+0.026363988908437608) | > avg_loss_disc_real_4: 0.23595468012186196 (+0.0025347832303780626) | > avg_loss_disc_real_5: 0.2306341898555939 (+0.007569884164975227) | > avg_loss_0: 2.2807990725223837 (-0.019012886744278923) | > avg_loss_gen: 2.662060416661776 (+0.28207559768970203) | > avg_loss_kl: 2.1525517702102657 (-0.10892554888358541) | > avg_loss_feat: 7.714528285540068 (+0.46952326481158924) | > avg_loss_mel: 19.647076826829178 (-0.2112835370577315) | > avg_loss_duration: 2.2766080911342916 (-0.004019452975346116) | > avg_loss_1: 34.452825179466835 (+0.4273702181302568)  > EPOCH: 135/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:51:34)   --> TIME: 2024-06-10 20:51:43 -- STEP: 24/330 -- GLOBAL_STEP: 132575 | > loss_disc: 2.375612735748291 (2.2920134663581844) | > loss_disc_real_0: 0.11265607178211212 (0.10882982766876619) | > loss_disc_real_1: 0.21875502169132233 (0.19302169233560562) | > loss_disc_real_2: 0.20719031989574432 (0.21808632959922156) | > loss_disc_real_3: 0.240330770611763 (0.22657880870004496) | > loss_disc_real_4: 0.20795635879039764 (0.22108625682691732) | > loss_disc_real_5: 0.20924071967601776 (0.21931707113981247) | > loss_0: 2.375612735748291 (2.2920134663581844) | > grad_norm_0: tensor(6.8971, device='cuda:0') (tensor(7.2077, device='cuda:0')) | > loss_gen: 2.4337503910064697 (2.5434297025203705) | > loss_kl: 1.5389125347137451 (1.6495829969644547) | > loss_feat: 7.846274375915527 (7.096917529900868) | > loss_mel: 20.09699058532715 (19.985339959462483) | > loss_duration: 2.055220365524292 (2.170393258333206) | > loss_1: 33.97114944458008 (33.445663611094155) | > grad_norm_1: tensor(79.5138, device='cuda:0') (tensor(105.7134, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.34 (0.3559194008509318) | > loader_time: 0.0032 (0.003391444683074951)  --> TIME: 2024-06-10 20:51:52 -- STEP: 49/330 -- GLOBAL_STEP: 132600 | > loss_disc: 2.12563157081604 (2.280704877814467) | > loss_disc_real_0: 0.09835578501224518 (0.10984091156599474) | > loss_disc_real_1: 0.171522855758667 (0.19280768140238158) | > loss_disc_real_2: 0.21811142563819885 (0.21444350693907058) | > loss_disc_real_3: 0.2272450178861618 (0.22656850151869715) | > loss_disc_real_4: 0.2033432275056839 (0.21763376100939147) | > loss_disc_real_5: 0.16820769011974335 (0.21488049656760935) | > loss_0: 2.12563157081604 (2.280704877814467) | > grad_norm_0: tensor(16.7873, device='cuda:0') (tensor(9.5056, device='cuda:0')) | > loss_gen: 2.931490421295166 (2.5686695186459287) | > loss_kl: 1.5353119373321533 (1.674814143959357) | > loss_feat: 8.358963966369629 (7.243331033356336) | > loss_mel: 20.999483108520508 (19.917662951411025) | > loss_duration: 2.025216579437256 (2.1156556946890688) | > loss_1: 35.8504638671875 (33.520133232583795) | > grad_norm_1: tensor(348.2562, device='cuda:0') (tensor(137.2900, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3508 (0.34927788072702837) | > loader_time: 0.0033 (0.00336794950524155)  --> TIME: 2024-06-10 20:52:01 -- STEP: 74/330 -- GLOBAL_STEP: 132625 | > loss_disc: 2.1313719749450684 (2.2908266009511173) | > loss_disc_real_0: 0.11612370610237122 (0.11343510821461678) | > loss_disc_real_1: 0.17839868366718292 (0.19634200209701383) | > loss_disc_real_2: 0.22895081341266632 (0.2148330545908696) | > loss_disc_real_3: 0.19545778632164001 (0.22758075252578064) | > loss_disc_real_4: 0.18944324553012848 (0.2193918324805595) | > loss_disc_real_5: 0.185801163315773 (0.2150442030381512) | > loss_0: 2.1313719749450684 (2.2908266009511173) | > grad_norm_0: tensor(11.3801, device='cuda:0') (tensor(12.0622, device='cuda:0')) | > loss_gen: 2.7624456882476807 (2.582466679650384) | > loss_kl: 1.6407133340835571 (1.6677116075077572) | > loss_feat: 7.895719528198242 (7.3121457164352) | > loss_mel: 20.585914611816406 (19.922473907470696) | > loss_duration: 2.001075267791748 (2.094047715535036) | > loss_1: 34.88587188720703 (33.57884559115847) | > grad_norm_1: tensor(230.2439, device='cuda:0') (tensor(179.9624, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3498 (0.3478877673277984) | > loader_time: 0.0037 (0.003414083171535183)  --> TIME: 2024-06-10 20:52:10 -- STEP: 99/330 -- GLOBAL_STEP: 132650 | > loss_disc: 2.1616508960723877 (2.2911380011625972) | > loss_disc_real_0: 0.08369192481040955 (0.11504211984198502) | > loss_disc_real_1: 0.19695857167243958 (0.19815298839650972) | > loss_disc_real_2: 0.2324969470500946 (0.21677233489474865) | > loss_disc_real_3: 0.21683451533317566 (0.22543675053601314) | > loss_disc_real_4: 0.18894276022911072 (0.21729188600573876) | > loss_disc_real_5: 0.186768040060997 (0.2127609063278545) | > loss_0: 2.1616508960723877 (2.2911380011625972) | > grad_norm_0: tensor(19.0395, device='cuda:0') (tensor(12.7293, device='cuda:0')) | > loss_gen: 2.61155104637146 (2.578532170767737) | > loss_kl: 1.5254403352737427 (1.6506607207384976) | > loss_feat: 7.401706695556641 (7.310116811232134) | > loss_mel: 19.902334213256836 (19.883762263288396) | > loss_duration: 2.070873737335205 (2.0873176220691576) | > loss_1: 33.511905670166016 (33.510389578462835) | > grad_norm_1: tensor(162.4012, device='cuda:0') (tensor(181.4532, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3793 (0.3498484197289053) | > loader_time: 0.0044 (0.0034923673880220664)  --> TIME: 2024-06-10 20:52:19 -- STEP: 124/330 -- GLOBAL_STEP: 132675 | > loss_disc: 2.391876459121704 (2.283750691721517) | > loss_disc_real_0: 0.15246739983558655 (0.11487230832778639) | > loss_disc_real_1: 0.24695931375026703 (0.19840955662150536) | > loss_disc_real_2: 0.20967547595500946 (0.21541197682099958) | > loss_disc_real_3: 0.1699627935886383 (0.22445907792256725) | > loss_disc_real_4: 0.20420877635478973 (0.21736244364611565) | > loss_disc_real_5: 0.17475832998752594 (0.21143958945908853) | > loss_0: 2.391876459121704 (2.283750691721517) | > grad_norm_0: tensor(6.5632, device='cuda:0') (tensor(12.6754, device='cuda:0')) | > loss_gen: 2.584779739379883 (2.5877116764745414) | > loss_kl: 1.7013148069381714 (1.6455152803851711) | > loss_feat: 7.987572193145752 (7.33135824818765) | > loss_mel: 19.7126407623291 (19.87466976719518) | > loss_duration: 2.0771193504333496 (2.0862177389283336) | > loss_1: 34.06342697143555 (33.52547273328224) | > grad_norm_1: tensor(48.6102, device='cuda:0') (tensor(170.1341, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.37 (0.35289198544717604) | > loader_time: 0.0047 (0.0036455738929010205)  --> TIME: 2024-06-10 20:52:29 -- STEP: 149/330 -- GLOBAL_STEP: 132700 | > loss_disc: 2.254045248031616 (2.2876679449273434) | > loss_disc_real_0: 0.10903704166412354 (0.1156172648372266) | > loss_disc_real_1: 0.23175030946731567 (0.199220728354166) | > loss_disc_real_2: 0.22130250930786133 (0.2161438865149581) | > loss_disc_real_3: 0.21082155406475067 (0.22496694386405433) | > loss_disc_real_4: 0.19447942078113556 (0.21706052164503392) | > loss_disc_real_5: 0.16779868304729462 (0.21172186002235288) | > loss_0: 2.254045248031616 (2.2876679449273434) | > grad_norm_0: tensor(16.3173, device='cuda:0') (tensor(12.7349, device='cuda:0')) | > loss_gen: 2.634580373764038 (2.5804827661322274) | > loss_kl: 1.4989516735076904 (1.6490282180325297) | > loss_feat: 7.173804759979248 (7.3009709447822315) | > loss_mel: 20.491947174072266 (19.855499536399073) | > loss_duration: 2.0924315452575684 (2.086549886121046) | > loss_1: 33.89171600341797 (33.47253138907001) | > grad_norm_1: tensor(68.6365, device='cuda:0') (tensor(164.4400, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3666 (0.3554372675466857) | > loader_time: 0.0045 (0.003767474385715971)  --> TIME: 2024-06-10 20:52:38 -- STEP: 174/330 -- GLOBAL_STEP: 132725 | > loss_disc: 2.367932081222534 (2.2902459742008947) | > loss_disc_real_0: 0.1276918351650238 (0.11658592774778948) | > loss_disc_real_1: 0.19011229276657104 (0.19960545303150154) | > loss_disc_real_2: 0.19914104044437408 (0.21585724322960295) | > loss_disc_real_3: 0.24555851519107819 (0.22514844428876352) | > loss_disc_real_4: 0.23428024351596832 (0.216925081507913) | > loss_disc_real_5: 0.24783053994178772 (0.21217684704681922) | > loss_0: 2.367932081222534 (2.2902459742008947) | > grad_norm_0: tensor(28.6568, device='cuda:0') (tensor(12.9799, device='cuda:0')) | > loss_gen: 2.391496181488037 (2.5799052180915045) | > loss_kl: 1.5598604679107666 (1.641317758066901) | > loss_feat: 7.149652481079102 (7.320284204921503) | > loss_mel: 19.230684280395508 (19.8414648647966) | > loss_duration: 2.171370506286621 (2.0889330684453595) | > loss_1: 32.5030632019043 (33.471905138300734) | > grad_norm_1: tensor(419.3205, device='cuda:0') (tensor(172.3388, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3702 (0.3589309303239843) | > loader_time: 0.0045 (0.003921733505424411)  --> TIME: 2024-06-10 20:52:48 -- STEP: 199/330 -- GLOBAL_STEP: 132750 | > loss_disc: 2.304983139038086 (2.2885109970917044) | > loss_disc_real_0: 0.15889419615268707 (0.11680308553441685) | > loss_disc_real_1: 0.195466548204422 (0.19940595051751064) | > loss_disc_real_2: 0.254314124584198 (0.21583463229126668) | > loss_disc_real_3: 0.23775692284107208 (0.2247987996842993) | > loss_disc_real_4: 0.22594332695007324 (0.21751400476424537) | > loss_disc_real_5: 0.20956455171108246 (0.21215199098814672) | > loss_0: 2.304983139038086 (2.2885109970917044) | > grad_norm_0: tensor(32.7829, device='cuda:0') (tensor(14.8215, device='cuda:0')) | > loss_gen: 2.6778199672698975 (2.5891400917091563) | > loss_kl: 1.4916001558303833 (1.641334588204197) | > loss_feat: 7.307594299316406 (7.34508060809955) | > loss_mel: 20.048118591308594 (19.831544521465972) | > loss_duration: 2.2099058628082275 (2.094945458910573) | > loss_1: 33.73503875732422 (33.502045339076346) | > grad_norm_1: tensor(310.8402, device='cuda:0') (tensor(188.7021, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3792 (0.36191784916211606) | > loader_time: 0.0049 (0.004050321914442819)  --> TIME: 2024-06-10 20:52:58 -- STEP: 224/330 -- GLOBAL_STEP: 132775 | > loss_disc: 2.3191590309143066 (2.286238047693456) | > loss_disc_real_0: 0.20700231194496155 (0.11759701520869774) | > loss_disc_real_1: 0.1923174113035202 (0.2003990842827729) | > loss_disc_real_2: 0.1912878304719925 (0.21552812620731338) | > loss_disc_real_3: 0.19982710480690002 (0.22381112604801143) | > loss_disc_real_4: 0.22999173402786255 (0.21669844318447368) | > loss_disc_real_5: 0.2490539252758026 (0.21139036385076387) | > loss_0: 2.3191590309143066 (2.286238047693456) | > grad_norm_0: tensor(78.4377, device='cuda:0') (tensor(17.0142, device='cuda:0')) | > loss_gen: 2.6421022415161133 (2.592516909752573) | > loss_kl: 1.5218359231948853 (1.639448247317757) | > loss_feat: 7.52943229675293 (7.377589823944228) | > loss_mel: 19.23679542541504 (19.791503403867996) | > loss_duration: 2.199528932571411 (2.1002465098031937) | > loss_1: 33.12969207763672 (33.501304933003) | > grad_norm_1: tensor(445.1530, device='cuda:0') (tensor(203.4678, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.3894 (0.3653079175523349) | > loader_time: 0.0053 (0.004200839570590429)  --> TIME: 2024-06-10 20:53:09 -- STEP: 249/330 -- GLOBAL_STEP: 132800 | > loss_disc: 2.2846086025238037 (2.283896846464838) | > loss_disc_real_0: 0.08973592519760132 (0.11686616094715624) | > loss_disc_real_1: 0.17542611062526703 (0.20028317920175423) | > loss_disc_real_2: 0.19451028108596802 (0.21537463887628303) | > loss_disc_real_3: 0.24541673064231873 (0.22349860845320674) | > loss_disc_real_4: 0.24360884726047516 (0.21729535833898797) | > loss_disc_real_5: 0.2210589498281479 (0.21164172008095017) | > loss_0: 2.2846086025238037 (2.283896846464838) | > grad_norm_0: tensor(27.4013, device='cuda:0') (tensor(18.3119, device='cuda:0')) | > loss_gen: 2.664701461791992 (2.5983611934156303) | > loss_kl: 1.6240235567092896 (1.6336314989381047) | > loss_feat: 7.066476345062256 (7.4028408517799225) | > loss_mel: 19.248088836669922 (19.781509659855242) | > loss_duration: 2.158766984939575 (2.106866046128024) | > loss_1: 32.76205825805664 (33.52320928458705) | > grad_norm_1: tensor(382.6808, device='cuda:0') (tensor(213.5054, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.4034 (0.37061380669773814) | > loader_time: 0.0053 (0.00434660241307025)  --> TIME: 2024-06-10 20:53:20 -- STEP: 274/330 -- GLOBAL_STEP: 132825 | > loss_disc: 2.2899398803710938 (2.283973184815287) | > loss_disc_real_0: 0.12292983382940292 (0.11760359576964466) | > loss_disc_real_1: 0.2345047891139984 (0.20011470184056432) | > loss_disc_real_2: 0.22762931883335114 (0.2148810315088634) | > loss_disc_real_3: 0.22489944100379944 (0.22340332945115374) | > loss_disc_real_4: 0.20846256613731384 (0.21718235879483885) | > loss_disc_real_5: 0.21249517798423767 (0.21155469614441383) | > loss_0: 2.2899398803710938 (2.283973184815287) | > grad_norm_0: tensor(20.6589, device='cuda:0') (tensor(20.2909, device='cuda:0')) | > loss_gen: 2.723914384841919 (2.6007155684659082) | > loss_kl: 1.6861337423324585 (1.6353700326306975) | > loss_feat: 7.442192077636719 (7.421985643623518) | > loss_mel: 18.568134307861328 (19.729266619160228) | > loss_duration: 2.17097544670105 (2.1135243547223777) | > loss_1: 32.59135055541992 (33.500862274726785) | > grad_norm_1: tensor(407.1600, device='cuda:0') (tensor(227.7839, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.454 (0.37607851341693066) | > loader_time: 0.0064 (0.004505258407035884)  --> TIME: 2024-06-10 20:53:32 -- STEP: 299/330 -- GLOBAL_STEP: 132850 | > loss_disc: 2.2727606296539307 (2.286284749723197) | > loss_disc_real_0: 0.061668578535318375 (0.11928480056217283) | > loss_disc_real_1: 0.1724826693534851 (0.20084152906435382) | > loss_disc_real_2: 0.20729129016399384 (0.21475982840443933) | > loss_disc_real_3: 0.20400084555149078 (0.22324023034460969) | > loss_disc_real_4: 0.21275880932807922 (0.21703573114497207) | > loss_disc_real_5: 0.20705056190490723 (0.21131568010834154) | > loss_0: 2.2727606296539307 (2.286284749723197) | > grad_norm_0: tensor(23.0217, device='cuda:0') (tensor(22.7462, device='cuda:0')) | > loss_gen: 2.468249559402466 (2.6007789799999634) | > loss_kl: 1.678038239479065 (1.6368305264508043) | > loss_feat: 7.607486248016357 (7.436770732586201) | > loss_mel: 19.62272834777832 (19.677516210039325) | > loss_duration: 2.2733347415924072 (2.122246459575002) | > loss_1: 33.649837493896484 (33.4741429485206) | > grad_norm_1: tensor(413.4096, device='cuda:0') (tensor(240.2759, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.4605 (0.38287373689504767) | > loader_time: 0.008 (0.004688742168770986)  --> TIME: 2024-06-10 20:53:45 -- STEP: 324/330 -- GLOBAL_STEP: 132875 | > loss_disc: 2.1364595890045166 (2.283472868395439) | > loss_disc_real_0: 0.10815917700529099 (0.11963893185703108) | > loss_disc_real_1: 0.2479207068681717 (0.20078052511369723) | > loss_disc_real_2: 0.2245568037033081 (0.2148526231355873) | > loss_disc_real_3: 0.24793413281440735 (0.22286049911269434) | > loss_disc_real_4: 0.22444351017475128 (0.21661713507808286) | > loss_disc_real_5: 0.19151873886585236 (0.21077685968743434) | > loss_0: 2.1364595890045166 (2.283472868395439) | > grad_norm_0: tensor(12.8465, device='cuda:0') (tensor(22.9458, device='cuda:0')) | > loss_gen: 2.672241687774658 (2.6022598787590314) | > loss_kl: 1.8702293634414673 (1.641963259305483) | > loss_feat: 10.632139205932617 (7.508423075263883) | > loss_mel: 19.34383201599121 (19.648269553243388) | > loss_duration: 2.3088364601135254 (2.1352311714931766) | > loss_1: 36.8272819519043 (33.53614703519843) | > grad_norm_1: tensor(319.1598, device='cuda:0') (tensor(245.9977, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.591 (0.3939018440835269) | > loader_time: 0.0104 (0.004961753333056417)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.476515054702759 (2.476515054702759) | > loss_disc_real_0: 0.18159544467926025 (0.18159544467926025) | > loss_disc_real_1: 0.17619048058986664 (0.17619048058986664) | > loss_disc_real_2: 0.2482208013534546 (0.2482208013534546) | > loss_disc_real_3: 0.31533515453338623 (0.31533515453338623) | > loss_disc_real_4: 0.31239330768585205 (0.31239330768585205) | > loss_disc_real_5: 0.23576940596103668 (0.23576940596103668) | > loss_0: 2.476515054702759 (2.476515054702759) | > loss_gen: 2.8488991260528564 (2.8488991260528564) | > loss_kl: 2.360995292663574 (2.360995292663574) | > loss_feat: 7.053872585296631 (7.053872585296631) | > loss_mel: 18.114919662475586 (18.114919662475586) | > loss_duration: 2.815758228302002 (2.815758228302002) | > loss_1: 33.1944465637207 (33.1944465637207)  --> STEP: 1 | > loss_disc: 1.65823233127594 (1.65823233127594) | > loss_disc_real_0: 0.03885635733604431 (0.03885635733604431) | > loss_disc_real_1: 0.11743910610675812 (0.11743910610675812) | > loss_disc_real_2: 0.11745952814817429 (0.11745952814817429) | > loss_disc_real_3: 0.16584506630897522 (0.16584506630897522) | > loss_disc_real_4: 0.1383308470249176 (0.1383308470249176) | > loss_disc_real_5: 0.1460990309715271 (0.1460990309715271) | > loss_0: 1.65823233127594 (1.65823233127594) | > loss_gen: 2.7608394622802734 (2.7608394622802734) | > loss_kl: 2.1803364753723145 (2.1803364753723145) | > loss_feat: 7.494715690612793 (7.494715690612793) | > loss_mel: 21.030502319335938 (21.030502319335938) | > loss_duration: 2.3206663131713867 (2.3206663131713867) | > loss_1: 35.78705978393555 (35.78705978393555)  --> STEP: 2 | > loss_disc: 2.246638298034668 (1.952435314655304) | > loss_disc_real_0: 0.12163014709949493 (0.08024325221776962) | > loss_disc_real_1: 0.217588409781456 (0.16751375794410706) | > loss_disc_real_2: 0.1774892657995224 (0.14747439697384834) | > loss_disc_real_3: 0.24720323085784912 (0.20652414858341217) | > loss_disc_real_4: 0.2315475344657898 (0.1849391907453537) | > loss_disc_real_5: 0.2691614031791687 (0.2076302170753479) | > loss_0: 2.246638298034668 (1.952435314655304) | > loss_gen: 2.559922695159912 (2.6603810787200928) | > loss_kl: 2.2287728786468506 (2.2045546770095825) | > loss_feat: 5.974950313568115 (6.734833002090454) | > loss_mel: 21.11159896850586 (21.0710506439209) | > loss_duration: 2.34660267829895 (2.3336344957351685) | > loss_1: 34.22184753417969 (35.00445365905762)  --> STEP: 3 | > loss_disc: 2.352154016494751 (2.0856748819351196) | > loss_disc_real_0: 0.05418355017900467 (0.07155668487151463) | > loss_disc_real_1: 0.16958308219909668 (0.16820353269577026) | > loss_disc_real_2: 0.19209395349025726 (0.162347582479318) | > loss_disc_real_3: 0.24355724453926086 (0.2188685139020284) | > loss_disc_real_4: 0.2505083382129669 (0.2067955732345581) | > loss_disc_real_5: 0.26712796092033386 (0.2274627983570099) | > loss_0: 2.352154016494751 (2.0856748819351196) | > loss_gen: 2.243844985961914 (2.5215357144673667) | > loss_kl: 1.8940867185592651 (2.1010653575261435) | > loss_feat: 6.148902893066406 (6.5395229657491045) | > loss_mel: 22.75607681274414 (21.632726033528645) | > loss_duration: 2.2241711616516113 (2.297146717707316) | > loss_1: 35.26708221435547 (35.09199651082357)  --> STEP: 4 | > loss_disc: 2.2911417484283447 (2.137041598558426) | > loss_disc_real_0: 0.13561007380485535 (0.08757003210484982) | > loss_disc_real_1: 0.21856151521205902 (0.18079302832484245) | > loss_disc_real_2: 0.24245958030223846 (0.1823755819350481) | > loss_disc_real_3: 0.24579863250255585 (0.22560104355216026) | > loss_disc_real_4: 0.21729086339473724 (0.2094193957746029) | > loss_disc_real_5: 0.2011002153158188 (0.2208721525967121) | > loss_0: 2.2911417484283447 (2.137041598558426) | > loss_gen: 2.654059886932373 (2.554666757583618) | > loss_kl: 2.193521738052368 (2.1241794526576996) | > loss_feat: 7.3394694328308105 (6.739509582519531) | > loss_mel: 21.001323699951172 (21.474875450134277) | > loss_duration: 2.1821210384368896 (2.2683902978897095) | > loss_1: 35.3704948425293 (35.16162109375)  --> STEP: 5 | > loss_disc: 2.1715402603149414 (2.143941330909729) | > loss_disc_real_0: 0.0920608639717102 (0.08846819847822189) | > loss_disc_real_1: 0.19401532411575317 (0.1834374874830246) | > loss_disc_real_2: 0.2502971887588501 (0.1959599032998085) | > loss_disc_real_3: 0.2601584196090698 (0.23251251876354218) | > loss_disc_real_4: 0.2028682827949524 (0.20810917317867278) | > loss_disc_real_5: 0.1878966987133026 (0.2142770618200302) | > loss_0: 2.1715402603149414 (2.143941330909729) | > loss_gen: 2.7921030521392822 (2.602154016494751) | > loss_kl: 1.6786835193634033 (2.0350802659988405) | > loss_feat: 5.9231719970703125 (6.576242065429687) | > loss_mel: 19.75041389465332 (21.129983139038085) | > loss_duration: 2.341326951980591 (2.2829776287078856) | > loss_1: 32.48569869995117 (34.62643661499023)  --> STEP: 6 | > loss_disc: 2.2071805000305176 (2.1544811924298606) | > loss_disc_real_0: 0.07900643348693848 (0.08689123764634132) | > loss_disc_real_1: 0.19230613112449646 (0.18491559475660324) | > loss_disc_real_2: 0.2680298089981079 (0.20797155424952507) | > loss_disc_real_3: 0.27773186564445496 (0.24004907657702765) | > loss_disc_real_4: 0.24981139600276947 (0.21505954364935556) | > loss_disc_real_5: 0.21129924058914185 (0.21378075828154883) | > loss_0: 2.2071805000305176 (2.1544811924298606) | > loss_gen: 2.7229552268981934 (2.6222875515619912) | > loss_kl: 1.801023244857788 (1.9960707624753316) | > loss_feat: 6.522243499755859 (6.56724230448405) | > loss_mel: 19.75807762145996 (20.90133221944173) | > loss_duration: 2.0949344635009766 (2.251637101173401) | > loss_1: 32.899234771728516 (34.33856964111328)  --> STEP: 7 | > loss_disc: 2.355760097503662 (2.183235321726118) | > loss_disc_real_0: 0.06875984370708466 (0.0843010385121618) | > loss_disc_real_1: 0.2045190930366516 (0.18771609451089585) | > loss_disc_real_2: 0.30166420340538025 (0.22135621841464723) | > loss_disc_real_3: 0.2849765121936798 (0.2464672816651208) | > loss_disc_real_4: 0.24967175722122192 (0.22000414558819362) | > loss_disc_real_5: 0.25649476051330566 (0.21988275860037124) | > loss_0: 2.355760097503662 (2.183235321726118) | > loss_gen: 2.532296657562256 (2.609431709562029) | > loss_kl: 3.0688955783843994 (2.1493314504623413) | > loss_feat: 5.902644157409668 (6.472299712044852) | > loss_mel: 20.246807098388672 (20.807828630719865) | > loss_duration: 2.4348692893981934 (2.277813128062657) | > loss_1: 34.18551254272461 (34.316704341343474)  --> STEP: 8 | > loss_disc: 2.408489227294922 (2.2113920599222183) | > loss_disc_real_0: 0.09473109990358353 (0.08560479618608952) | > loss_disc_real_1: 0.26365265250205994 (0.19720816425979137) | > loss_disc_real_2: 0.21029603481292725 (0.21997369546443224) | > loss_disc_real_3: 0.23255181312561035 (0.244727848097682) | > loss_disc_real_4: 0.1745532751083374 (0.2143227867782116) | > loss_disc_real_5: 0.21833261847496033 (0.21968899108469486) | > loss_0: 2.408489227294922 (2.2113920599222183) | > loss_gen: 2.560757637023926 (2.6033474504947662) | > loss_kl: 2.281388521194458 (2.165838584303856) | > loss_feat: 11.896522521972656 (7.150327563285828) | > loss_mel: 19.77278709411621 (20.67844843864441) | > loss_duration: 2.184438705444336 (2.266141325235367) | > loss_1: 38.695892333984375 (34.864102840423584)  --> STEP: 9 | > loss_disc: 2.151185989379883 (2.2047024965286255) | > loss_disc_real_0: 0.10151209682226181 (0.08737227403455311) | > loss_disc_real_1: 0.13452953100204468 (0.1902438716755973) | > loss_disc_real_2: 0.25760403275489807 (0.22415484405226177) | > loss_disc_real_3: 0.2538270354270935 (0.24573886891206106) | > loss_disc_real_4: 0.14320048689842224 (0.20642030901379055) | > loss_disc_real_5: 0.20142552256584167 (0.2176597168048223) | > loss_0: 2.151185989379883 (2.2047024965286255) | > loss_gen: 2.667759656906128 (2.6105043623182507) | > loss_kl: 2.428563356399536 (2.1950302256478205) | > loss_feat: 9.510974884033203 (7.412621710035536) | > loss_mel: 21.197729110717773 (20.736146291097004) | > loss_duration: 2.066046953201294 (2.2439086172315807) | > loss_1: 37.87107467651367 (35.19821082221137)  --> STEP: 10 | > loss_disc: 2.05881404876709 (2.1901136517524717) | > loss_disc_real_0: 0.04373330995440483 (0.08300837762653827) | > loss_disc_real_1: 0.15521757304668427 (0.186741241812706) | > loss_disc_real_2: 0.21669304370880127 (0.22340866401791573) | > loss_disc_real_3: 0.2589513659477234 (0.2470601186156273) | > loss_disc_real_4: 0.24191629886627197 (0.2099699079990387) | > loss_disc_real_5: 0.23811089992523193 (0.21970483511686326) | > loss_0: 2.05881404876709 (2.1901136517524717) | > loss_gen: 2.9268014430999756 (2.6421340703964233) | > loss_kl: 2.2037012577056885 (2.195897328853607) | > loss_feat: 7.958414077758789 (7.4672009468078615) | > loss_mel: 21.818449020385742 (20.84437656402588) | > loss_duration: 2.26765775680542 (2.246283531188965) | > loss_1: 37.17502212524414 (35.395891952514646)  --> STEP: 11 | > loss_disc: 2.37863826751709 (2.207252253185619) | > loss_disc_real_0: 0.11265549063682556 (0.08570356971838257) | > loss_disc_real_1: 0.12103907018899918 (0.18076831711964172) | > loss_disc_real_2: 0.3317728042602539 (0.2332599494944919) | > loss_disc_real_3: 0.3061668276786804 (0.25243345580317755) | > loss_disc_real_4: 0.24544958770275116 (0.21319533342664893) | > loss_disc_real_5: 0.28533631563186646 (0.2256713333454999) | > loss_0: 2.37863826751709 (2.207252253185619) | > loss_gen: 2.812614679336548 (2.6576323075727983) | > loss_kl: 2.05448842048645 (2.183041973547502) | > loss_feat: 7.497937202453613 (7.469995151866566) | > loss_mel: 18.892749786376953 (20.666955947875977) | > loss_duration: 2.4059181213378906 (2.260795766657049) | > loss_1: 33.6637077331543 (35.238420659845524)  --> STEP: 12 | > loss_disc: 2.093855619430542 (2.1978025337060294) | > loss_disc_real_0: 0.053956035524606705 (0.08305794186890124) | > loss_disc_real_1: 0.21461763978004456 (0.18358909400800863) | > loss_disc_real_2: 0.21833063662052155 (0.23201584008832773) | > loss_disc_real_3: 0.20302578806877136 (0.24831615015864372) | > loss_disc_real_4: 0.13157908618450165 (0.20639397948980331) | > loss_disc_real_5: 0.16317231953144073 (0.2204630821943283) | > loss_0: 2.093855619430542 (2.1978025337060294) | > loss_gen: 2.739015817642212 (2.6644142667452493) | > loss_kl: 1.4899016618728638 (2.125280280907949) | > loss_feat: 8.273123741149902 (7.536922534306844) | > loss_mel: 20.83057403564453 (20.680590788523357) | > loss_duration: 2.189539909362793 (2.2548577785491943) | > loss_1: 35.52215576171875 (35.2620652516683)  --> STEP: 13 | > loss_disc: 2.161170244216919 (2.19498466528379) | > loss_disc_real_0: 0.07853272557258606 (0.08270984830764622) | > loss_disc_real_1: 0.19340267777442932 (0.1843439850669641) | > loss_disc_real_2: 0.19721248745918274 (0.22933865911685503) | > loss_disc_real_3: 0.1975945383310318 (0.2444144877103659) | > loss_disc_real_4: 0.1180204525589943 (0.19959601587974107) | > loss_disc_real_5: 0.1143457219004631 (0.21230020832556945) | > loss_0: 2.161170244216919 (2.19498466528379) | > loss_gen: 2.2255020141601562 (2.6306517857771654) | > loss_kl: 1.739903211593628 (2.0956358909606934) | > loss_feat: 7.054536819458008 (7.499815940856934) | > loss_mel: 17.66748809814453 (20.448813658494217) | > loss_duration: 2.117837429046631 (2.244317751664382) | > loss_1: 30.805269241333008 (34.91923478933481)  --> STEP: 14 | > loss_disc: 2.600846767425537 (2.223974815436772) | > loss_disc_real_0: 0.07367773354053497 (0.08206469725285256) | > loss_disc_real_1: 0.11752380430698395 (0.17957111501267978) | > loss_disc_real_2: 0.24669846892356873 (0.2305786455316203) | > loss_disc_real_3: 0.27794063091278076 (0.24680921222482408) | > loss_disc_real_4: 0.3128390610218048 (0.2076848048184599) | > loss_disc_real_5: 0.23588983714580536 (0.21398518181272916) | > loss_0: 2.600846767425537 (2.223974815436772) | > loss_gen: 2.2408206462860107 (2.60280670438494) | > loss_kl: 2.716463804244995 (2.139980741909572) | > loss_feat: 8.037419319152832 (7.538216182163784) | > loss_mel: 19.59578514099121 (20.387883050101145) | > loss_duration: 2.3941307067871094 (2.255018677030291) | > loss_1: 34.984619140625 (34.923905100141255)  --> STEP: 15 | > loss_disc: 2.459186553955078 (2.239655598004659) | > loss_disc_real_0: 0.1823042631149292 (0.088747334976991) | > loss_disc_real_1: 0.18811003863811493 (0.1801403765877088) | > loss_disc_real_2: 0.18841949105262756 (0.22776803523302078) | > loss_disc_real_3: 0.2046349048614502 (0.24399759173393248) | > loss_disc_real_4: 0.23291319608688354 (0.20936669756968815) | > loss_disc_real_5: 0.22170166671276093 (0.21449961413939794) | > loss_0: 2.459186553955078 (2.239655598004659) | > loss_gen: 2.2541959285736084 (2.579565985997518) | > loss_kl: 2.365353584289551 (2.155005598068237) | > loss_feat: 6.044994354248047 (7.438668060302734) | > loss_mel: 17.166980743408203 (20.173156229654946) | > loss_duration: 2.2615082263946533 (2.2554513136545817) | > loss_1: 30.093032836914062 (34.60184694925944)  --> STEP: 16 | > loss_disc: 2.5557706356048584 (2.2594127878546715) | > loss_disc_real_0: 0.3710041046142578 (0.10638838307932018) | > loss_disc_real_1: 0.2697855830192566 (0.18574320198968053) | > loss_disc_real_2: 0.25130176544189453 (0.2292388933710754) | > loss_disc_real_3: 0.33243951201438904 (0.24952521175146103) | > loss_disc_real_4: 0.24288183450698853 (0.21146139362826943) | > loss_disc_real_5: 0.27904656529426575 (0.21853379858657718) | > loss_0: 2.5557706356048584 (2.2594127878546715) | > loss_gen: 2.9952945709228516 (2.6055490225553513) | > loss_kl: 1.7042063474655151 (2.126830644905567) | > loss_feat: 10.450977325439453 (7.626937389373779) | > loss_mel: 20.509082794189453 (20.194151639938354) | > loss_duration: 2.3196752071380615 (2.259465306997299) | > loss_1: 37.9792366027832 (34.812933802604675)  --> STEP: 17 | > loss_disc: 2.250684976577759 (2.258899387191324) | > loss_disc_real_0: 0.10431157052516937 (0.10626621763495836) | > loss_disc_real_1: 0.1851317137479782 (0.1857072320931098) | > loss_disc_real_2: 0.19889625906944275 (0.2274540325298029) | > loss_disc_real_3: 0.3018919825553894 (0.252605610034045) | > loss_disc_real_4: 0.32502514123916626 (0.21814161407596924) | > loss_disc_real_5: 0.28681042790412903 (0.22255007089937434) | > loss_0: 2.250684976577759 (2.258899387191324) | > loss_gen: 2.7558536529541016 (2.6143904714023365) | > loss_kl: 1.8186900615692139 (2.108704728238723) | > loss_feat: 6.6037983894348145 (7.566752742318546) | > loss_mel: 19.6566219329834 (20.162532245411594) | > loss_duration: 2.3633651733398438 (2.2655770638409782) | > loss_1: 33.198326110839844 (34.71795687955969)  --> STEP: 18 | > loss_disc: 2.163459062576294 (2.253597146934933) | > loss_disc_real_0: 0.0757998451590538 (0.10457364138629699) | > loss_disc_real_1: 0.19610154628753662 (0.18628469399280018) | > loss_disc_real_2: 0.2309294044971466 (0.22764710875021088) | > loss_disc_real_3: 0.22690993547439575 (0.251178072558509) | > loss_disc_real_4: 0.12071408331394196 (0.21272897347807884) | > loss_disc_real_5: 0.1360599398612976 (0.2177450636194812) | > loss_0: 2.163459062576294 (2.253597146934933) | > loss_gen: 2.3082804679870605 (2.597384360101488) | > loss_kl: 2.1341023445129395 (2.110115706920624) | > loss_feat: 10.674511909484863 (7.739406029383342) | > loss_mel: 20.265766143798828 (20.168267461988663) | > loss_duration: 2.200392246246338 (2.2619556850857205) | > loss_1: 37.58305358886719 (34.87712891896566)  --> STEP: 19 | > loss_disc: 2.143322706222534 (2.2477932290027014) | > loss_disc_real_0: 0.07985042780637741 (0.1032724196189328) | > loss_disc_real_1: 0.1390390247106552 (0.18379807982005572) | > loss_disc_real_2: 0.18462271988391876 (0.22538266723093234) | > loss_disc_real_3: 0.2089116871356964 (0.24895352595730832) | > loss_disc_real_4: 0.15395253896713257 (0.20963547692487114) | > loss_disc_real_5: 0.12384016066789627 (0.21280270030623988) | > loss_0: 2.143322706222534 (2.2477932290027014) | > loss_gen: 2.338667392730713 (2.5837676776082894) | > loss_kl: 2.137932300567627 (2.111579738165203) | > loss_feat: 8.870431900024414 (7.798933706785503) | > loss_mel: 20.229616165161133 (20.171496341103) | > loss_duration: 2.295224666595459 (2.263706684112549) | > loss_1: 35.87187194824219 (34.92948381524337)  --> STEP: 20 | > loss_disc: 2.379931926727295 (2.254400163888931) | > loss_disc_real_0: 0.08253677189350128 (0.10223563723266123) | > loss_disc_real_1: 0.14270588755607605 (0.18174347020685672) | > loss_disc_real_2: 0.23536746203899384 (0.22588190697133542) | > loss_disc_real_3: 0.29283732175827026 (0.2511477157473564) | > loss_disc_real_4: 0.3032865524291992 (0.21431803070008754) | > loss_disc_real_5: 0.305538147687912 (0.2174394726753235) | > loss_0: 2.379931926727295 (2.254400163888931) | > loss_gen: 2.679270029067993 (2.5885427951812745) | > loss_kl: 1.8991451263427734 (2.1009580075740812) | > loss_feat: 5.803088665008545 (7.6991414546966555) | > loss_mel: 19.347450256347656 (20.130294036865234) | > loss_duration: 2.2905349731445312 (2.265048098564148) | > loss_1: 32.01948928833008 (34.783984088897704)  --> STEP: 21 | > loss_disc: 2.3280751705169678 (2.257908497537885) | > loss_disc_real_0: 0.0831359326839447 (0.10132612749224615) | > loss_disc_real_1: 0.18837368488311768 (0.18205919471525012) | > loss_disc_real_2: 0.2895597815513611 (0.2289141867132414) | > loss_disc_real_3: 0.21597327291965485 (0.24947274227937064) | > loss_disc_real_4: 0.23460263013839722 (0.2152839640066737) | > loss_disc_real_5: 0.15133842825889587 (0.21429180389358884) | > loss_0: 2.3280751705169678 (2.257908497537885) | > loss_gen: 2.247943878173828 (2.572323799133301) | > loss_kl: 1.3975144624710083 (2.0674606959025064) | > loss_feat: 5.3333659172058105 (7.586485476720901) | > loss_mel: 16.648523330688477 (19.964495431809198) | > loss_duration: 2.170456886291504 (2.2605437551225935) | > loss_1: 27.797805786132812 (34.45130893162319)  --> STEP: 22 | > loss_disc: 2.0714094638824463 (2.249431268735365) | > loss_disc_real_0: 0.10313311219215393 (0.10140826316042378) | > loss_disc_real_1: 0.12339524924755096 (0.1793926517394456) | > loss_disc_real_2: 0.18707244098186493 (0.22701228917999702) | > loss_disc_real_3: 0.23231171071529388 (0.24869269539009442) | > loss_disc_real_4: 0.14963465929031372 (0.21229990470138463) | > loss_disc_real_5: 0.20612341165542603 (0.21392051333730872) | > loss_0: 2.0714094638824463 (2.249431268735365) | > loss_gen: 2.4989938735961914 (2.568990620699796) | > loss_kl: 1.5585511922836304 (2.044328445738012) | > loss_feat: 7.177739143371582 (7.567906097932295) | > loss_mel: 17.625120162963867 (19.85816019231623) | > loss_duration: 2.122544288635254 (2.254271052100442) | > loss_1: 30.982948303222656 (34.2936561757868)  --> STEP: 23 | > loss_disc: 2.4097602367401123 (2.2564020934312237) | > loss_disc_real_0: 0.10082575678825378 (0.10138293679641638) | > loss_disc_real_1: 0.20702379941940308 (0.18059400598640027) | > loss_disc_real_2: 0.24773427844047546 (0.22791324523480042) | > loss_disc_real_3: 0.2334061861038208 (0.24802806455156076) | > loss_disc_real_4: 0.1764751523733139 (0.2107423067740772) | > loss_disc_real_5: 0.2096647322177887 (0.21373547937559045) | > loss_0: 2.4097602367401123 (2.2564020934312237) | > loss_gen: 2.345205545425415 (2.559260834818301) | > loss_kl: 2.3356661796569824 (2.0569953037344892) | > loss_feat: 6.809943675994873 (7.534951210021973) | > loss_mel: 20.688356399536133 (19.89425567958666) | > loss_duration: 2.2434487342834473 (2.253800516543181) | > loss_1: 34.42262268066406 (34.29926341512929)  --> STEP: 24 | > loss_disc: 2.1102454662323 (2.250312233964602) | > loss_disc_real_0: 0.12226728349924088 (0.10225311790903407) | > loss_disc_real_1: 0.23201079666614532 (0.18273637226472297) | > loss_disc_real_2: 0.2987784445285797 (0.23086596187204123) | > loss_disc_real_3: 0.2918035387992859 (0.249852042645216) | > loss_disc_real_4: 0.16774410009384155 (0.20895071482906738) | > loss_disc_real_5: 0.17235469818115234 (0.21201128015915552) | > loss_0: 2.1102454662323 (2.250312233964602) | > loss_gen: 3.05430006980896 (2.579887469609578) | > loss_kl: 2.2409634590148926 (2.0646606435378394) | > loss_feat: 8.493243217468262 (7.574880043665568) | > loss_mel: 19.64475440979004 (19.883859793345135) | > loss_duration: 2.3894405364990234 (2.2594521840413413) | > loss_1: 35.82270050048828 (34.36273996035258)  --> STEP: 25 | > loss_disc: 2.335287570953369 (2.2537112474441527) | > loss_disc_real_0: 0.17107711732387543 (0.10500607788562773) | > loss_disc_real_1: 0.17995433509349823 (0.182625090777874) | > loss_disc_real_2: 0.23612883687019348 (0.2310764768719673) | > loss_disc_real_3: 0.2023971825838089 (0.2479538482427597) | > loss_disc_real_4: 0.17619124054908752 (0.2076403358578682) | > loss_disc_real_5: 0.1670295149087906 (0.21021200954914093) | > loss_0: 2.335287570953369 (2.2537112474441527) | > loss_gen: 2.3972525596618652 (2.5725820732116698) | > loss_kl: 2.5300145149230957 (2.0832747983932496) | > loss_feat: 8.282021522521973 (7.603165702819824) | > loss_mel: 18.66050148010254 (19.83492546081543) | > loss_duration: 2.3048906326293945 (2.2612697219848634) | > loss_1: 34.1746826171875 (34.355217666625975)  --> STEP: 26 | > loss_disc: 2.34816837310791 (2.257344213815836) | > loss_disc_real_0: 0.07338959723711014 (0.10379005939914629) | > loss_disc_real_1: 0.31782421469688416 (0.1878250570824513) | > loss_disc_real_2: 0.18495014309883118 (0.22930238711146209) | > loss_disc_real_3: 0.10044270753860474 (0.24228034283106142) | > loss_disc_real_4: 0.10549134016036987 (0.20371152833104134) | > loss_disc_real_5: 0.1161540076136589 (0.20659439409008393) | > loss_0: 2.34816837310791 (2.257344213815836) | > loss_gen: 1.836817741394043 (2.544283445064838) | > loss_kl: 1.959524393081665 (2.078515167419727) | > loss_feat: 16.519052505493164 (7.946084425999568) | > loss_mel: 21.216577529907227 (19.88806592501127) | > loss_duration: 2.2946102619171143 (2.262552050443796) | > loss_1: 43.82658004760742 (34.71950083512526) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024785720385037935 (-3.616626446063722e-05) | > avg_loss_disc: 2.257344213815836 (-0.023454858706547732) | > avg_loss_disc_real_0: 0.10379005939914629 (-0.0015334822237491746) | > avg_loss_disc_real_1: 0.1878250570824513 (+0.007537759553927659) | > avg_loss_disc_real_2: 0.22930238711146209 (-0.03338787733362272) | > avg_loss_disc_real_3: 0.24228034283106142 (-0.01123938365624505) | > avg_loss_disc_real_4: 0.20371152833104134 (-0.03224315179082063) | > avg_loss_disc_real_5: 0.20659439409008393 (-0.024039795765509964) | > avg_loss_0: 2.257344213815836 (-0.023454858706547732) | > avg_loss_gen: 2.544283445064838 (-0.11777697159693812) | > avg_loss_kl: 2.078515167419727 (-0.07403660279053881) | > avg_loss_feat: 7.946084425999568 (+0.23155614045950035) | > avg_loss_mel: 19.88806592501127 (+0.2409890981820908) | > avg_loss_duration: 2.262552050443796 (-0.014056040690495486) | > avg_loss_1: 34.71950083512526 (+0.26667565565842466)  > EPOCH: 136/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:54:07)   --> TIME: 2024-06-10 20:54:15 -- STEP: 19/330 -- GLOBAL_STEP: 132900 | > loss_disc: 2.344325304031372 (2.28850225398415) | > loss_disc_real_0: 0.09088350832462311 (0.10840179261408354) | > loss_disc_real_1: 0.17676113545894623 (0.1993199210417898) | > loss_disc_real_2: 0.23337963223457336 (0.21578973688577352) | > loss_disc_real_3: 0.23590566217899323 (0.22118102955190758) | > loss_disc_real_4: 0.20867092907428741 (0.2158251836111671) | > loss_disc_real_5: 0.22218631207942963 (0.22004136992128273) | > loss_0: 2.344325304031372 (2.28850225398415) | > grad_norm_0: tensor(6.1105, device='cuda:0') (tensor(15.0285, device='cuda:0')) | > loss_gen: 2.532998561859131 (2.562045737316734) | > loss_kl: 1.7575410604476929 (1.6372458621075279) | > loss_feat: 8.160428047180176 (7.05233897660908) | > loss_mel: 19.708284378051758 (19.967057479055303) | > loss_duration: 2.1047966480255127 (2.188217225827668) | > loss_1: 34.2640495300293 (33.40690532483553) | > grad_norm_1: tensor(74.0073, device='cuda:0') (tensor(110.3141, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.332 (0.34422249543039424) | > loader_time: 0.0029 (0.003297542270861174)  --> TIME: 2024-06-10 20:54:23 -- STEP: 44/330 -- GLOBAL_STEP: 132925 | > loss_disc: 2.250978946685791 (2.2588627392595466) | > loss_disc_real_0: 0.0820935070514679 (0.10831009359522299) | > loss_disc_real_1: 0.1630345582962036 (0.19638606296344238) | > loss_disc_real_2: 0.21296365559101105 (0.21433457799933173) | > loss_disc_real_3: 0.2587806284427643 (0.22157188098539005) | > loss_disc_real_4: 0.23226453363895416 (0.21740740910172462) | > loss_disc_real_5: 0.23837347328662872 (0.21575795249505478) | > loss_0: 2.250978946685791 (2.2588627392595466) | > grad_norm_0: tensor(9.9877, device='cuda:0') (tensor(11.9263, device='cuda:0')) | > loss_gen: 2.595754384994507 (2.590288346463983) | > loss_kl: 1.8001399040222168 (1.6576093516566537) | > loss_feat: 7.298610687255859 (7.209250005808744) | > loss_mel: 20.019020080566406 (19.90763070366599) | > loss_duration: 2.015895366668701 (2.1177684366703042) | > loss_1: 33.72941970825195 (33.48254671963779) | > grad_norm_1: tensor(52.3417, device='cuda:0') (tensor(110.1772, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3504 (0.34481111439791584) | > loader_time: 0.0032 (0.0033360936424948954)  --> TIME: 2024-06-10 20:54:32 -- STEP: 69/330 -- GLOBAL_STEP: 132950 | > loss_disc: 2.3335647583007812 (2.260176126507745) | > loss_disc_real_0: 0.09988956153392792 (0.10895844419365344) | > loss_disc_real_1: 0.20533719658851624 (0.1992478364187738) | > loss_disc_real_2: 0.23228062689304352 (0.21272166073322296) | > loss_disc_real_3: 0.23122632503509521 (0.222359545852827) | > loss_disc_real_4: 0.23430752754211426 (0.21691689132780267) | > loss_disc_real_5: 0.2438092827796936 (0.21403135791204977) | > loss_0: 2.3335647583007812 (2.260176126507745) | > grad_norm_0: tensor(11.7009, device='cuda:0') (tensor(11.8839, device='cuda:0')) | > loss_gen: 2.5599405765533447 (2.59144781983417) | > loss_kl: 1.6519267559051514 (1.6544865784437761) | > loss_feat: 7.534624099731445 (7.3163289263628535) | > loss_mel: 19.231151580810547 (19.88684018452962) | > loss_duration: 2.0136232376098633 (2.0935407047686367) | > loss_1: 32.99126434326172 (33.54264416901962) | > grad_norm_1: tensor(223.5650, device='cuda:0') (tensor(114.9355, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3435 (0.3484709539275238) | > loader_time: 0.0034 (0.0034269284510958023)  --> TIME: 2024-06-10 20:54:42 -- STEP: 94/330 -- GLOBAL_STEP: 132975 | > loss_disc: 2.2349963188171387 (2.2559486830488176) | > loss_disc_real_0: 0.06593099236488342 (0.10826582382334039) | > loss_disc_real_1: 0.2129860818386078 (0.20099705315016686) | > loss_disc_real_2: 0.1880270093679428 (0.21301935993610543) | > loss_disc_real_3: 0.2031678706407547 (0.22066148576584269) | > loss_disc_real_4: 0.21321772038936615 (0.21571164261153403) | > loss_disc_real_5: 0.17310629785060883 (0.21089602610532274) | > loss_0: 2.2349963188171387 (2.2559486830488176) | > grad_norm_0: tensor(7.6576, device='cuda:0') (tensor(12.1566, device='cuda:0')) | > loss_gen: 2.4028708934783936 (2.6010152380517186) | > loss_kl: 1.6867390871047974 (1.6473105651267035) | > loss_feat: 7.431739330291748 (7.356833914492992) | > loss_mel: 20.445505142211914 (19.830673907665485) | > loss_duration: 2.075441837310791 (2.085303317993244) | > loss_1: 34.04229736328125 (33.521136831729955) | > grad_norm_1: tensor(163.9921, device='cuda:0') (tensor(133.1378, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3683 (0.35142832614005887) | > loader_time: 0.0036 (0.003511203096268025)  --> TIME: 2024-06-10 20:54:51 -- STEP: 119/330 -- GLOBAL_STEP: 133000 | > loss_disc: 2.2643632888793945 (2.263094475289354) | > loss_disc_real_0: 0.09939272701740265 (0.10956953002625153) | > loss_disc_real_1: 0.2559630870819092 (0.20109717234843918) | > loss_disc_real_2: 0.22159457206726074 (0.21449188637633285) | > loss_disc_real_3: 0.23440760374069214 (0.2214347131612922) | > loss_disc_real_4: 0.23104381561279297 (0.2162143754608491) | > loss_disc_real_5: 0.20625384151935577 (0.21104627071308488) | > loss_0: 2.2643632888793945 (2.263094475289354) | > grad_norm_0: tensor(19.3626, device='cuda:0') (tensor(11.9744, device='cuda:0')) | > loss_gen: 2.693838119506836 (2.6045634145496273) | > loss_kl: 1.6694929599761963 (1.651906372118397) | > loss_feat: 7.088737487792969 (7.386852192277668) | > loss_mel: 19.46310043334961 (19.842523350435137) | > loss_duration: 2.0663270950317383 (2.081764366446422) | > loss_1: 32.98149490356445 (33.56760964273403) | > grad_norm_1: tensor(93.2524, device='cuda:0') (tensor(146.1511, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3577 (0.3535007568968445) | > loader_time: 0.0038 (0.003594823244239102) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_133000.pth  --> TIME: 2024-06-10 20:55:05 -- STEP: 144/330 -- GLOBAL_STEP: 133025 | > loss_disc: 2.2454993724823 (2.2710609005557174) | > loss_disc_real_0: 0.1428370475769043 (0.11139824557014638) | > loss_disc_real_1: 0.23396144807338715 (0.20126067153695554) | > loss_disc_real_2: 0.19588260352611542 (0.21351775175167456) | > loss_disc_real_3: 0.19134511053562164 (0.22148477441320816) | > loss_disc_real_4: 0.23102878034114838 (0.21625712793320417) | > loss_disc_real_5: 0.19933463633060455 (0.21064982014811698) | > loss_0: 2.2454993724823 (2.2710609005557174) | > grad_norm_0: tensor(7.7135, device='cuda:0') (tensor(12.8978, device='cuda:0')) | > loss_gen: 2.8067288398742676 (2.5975184970431853) | > loss_kl: 1.7146804332733154 (1.6515807674990761) | > loss_feat: 8.537248611450195 (7.376411504215664) | > loss_mel: 20.79909324645996 (19.82149267196655) | > loss_duration: 2.0589065551757812 (2.0837056611975027) | > loss_1: 35.916656494140625 (33.53070922692615) | > grad_norm_1: tensor(105.4053, device='cuda:0') (tensor(154.8602, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3679 (0.3574743933147854) | > loader_time: 0.0044 (0.0037248912784788343)  --> TIME: 2024-06-10 20:55:14 -- STEP: 169/330 -- GLOBAL_STEP: 133050 | > loss_disc: 2.2561588287353516 (2.2758273965508273) | > loss_disc_real_0: 0.09103424847126007 (0.1118029562326578) | > loss_disc_real_1: 0.21094712615013123 (0.20156124366458347) | > loss_disc_real_2: 0.24374012649059296 (0.21438863547243311) | > loss_disc_real_3: 0.23236721754074097 (0.2220445496619806) | > loss_disc_real_4: 0.2212611436843872 (0.21739581024505683) | > loss_disc_real_5: 0.23915265500545502 (0.21197720030708425) | > loss_0: 2.2561588287353516 (2.2758273965508273) | > grad_norm_0: tensor(13.0296, device='cuda:0') (tensor(13.8117, device='cuda:0')) | > loss_gen: 2.7170495986938477 (2.595638220126811) | > loss_kl: 1.6680454015731812 (1.6494738851073225) | > loss_feat: 7.508224010467529 (7.364534713812834) | > loss_mel: 20.174930572509766 (19.819812661797336) | > loss_duration: 2.119020462036133 (2.0864138116497943) | > loss_1: 34.18727111816406 (33.51587341805178) | > grad_norm_1: tensor(202.9189, device='cuda:0') (tensor(170.7814, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3757 (0.3593735497378739) | > loader_time: 0.0047 (0.003845674751778326)  --> TIME: 2024-06-10 20:55:24 -- STEP: 194/330 -- GLOBAL_STEP: 133075 | > loss_disc: 2.223240852355957 (2.277101183675) | > loss_disc_real_0: 0.06677763164043427 (0.11320864493699417) | > loss_disc_real_1: 0.17825770378112793 (0.20157917028235403) | > loss_disc_real_2: 0.19524013996124268 (0.2143208442121437) | > loss_disc_real_3: 0.21612967550754547 (0.22172026743286663) | > loss_disc_real_4: 0.1924542486667633 (0.2172661984396964) | > loss_disc_real_5: 0.16544868052005768 (0.21112379170570178) | > loss_0: 2.223240852355957 (2.277101183675) | > grad_norm_0: tensor(30.0530, device='cuda:0') (tensor(15.3415, device='cuda:0')) | > loss_gen: 2.4937779903411865 (2.5921006878626702) | > loss_kl: 1.6163289546966553 (1.6556316890667395) | > loss_feat: 7.457028388977051 (7.363952054190881) | > loss_mel: 19.699594497680664 (19.799905491858407) | > loss_duration: 2.1028523445129395 (2.0917244959123344) | > loss_1: 33.36958312988281 (33.50331462781451) | > grad_norm_1: tensor(304.1972, device='cuda:0') (tensor(180.1479, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.3922 (0.3625743266233463) | > loader_time: 0.0047 (0.0039875654830146086)  --> TIME: 2024-06-10 20:55:34 -- STEP: 219/330 -- GLOBAL_STEP: 133100 | > loss_disc: 2.406139850616455 (2.2767502956738777) | > loss_disc_real_0: 0.26425600051879883 (0.11435406199192892) | > loss_disc_real_1: 0.17294779419898987 (0.201480521186846) | > loss_disc_real_2: 0.2290806621313095 (0.21441693297804218) | > loss_disc_real_3: 0.23389282822608948 (0.22185452520575152) | > loss_disc_real_4: 0.22884123027324677 (0.21623116357413602) | > loss_disc_real_5: 0.19951774179935455 (0.21078142523765564) | > loss_0: 2.406139850616455 (2.2767502956738777) | > grad_norm_0: tensor(60.2531, device='cuda:0') (tensor(17.5081, device='cuda:0')) | > loss_gen: 2.6034164428710938 (2.59707920300906) | > loss_kl: 1.6845954656600952 (1.6614986244401975) | > loss_feat: 8.346067428588867 (7.389182480502891) | > loss_mel: 20.01043701171875 (19.76928202311198) | > loss_duration: 2.134040594100952 (2.097335205230539) | > loss_1: 34.77855682373047 (33.51437774205315) | > grad_norm_1: tensor(230.8903, device='cuda:0') (tensor(193.8222, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.4066 (0.36627920795249064) | > loader_time: 0.005 (0.004137596583257526)  --> TIME: 2024-06-10 20:55:45 -- STEP: 244/330 -- GLOBAL_STEP: 133125 | > loss_disc: 2.4158735275268555 (2.27650604287132) | > loss_disc_real_0: 0.14326271414756775 (0.11501946660583137) | > loss_disc_real_1: 0.15874522924423218 (0.2015362452166002) | > loss_disc_real_2: 0.2147243469953537 (0.21415321706015555) | > loss_disc_real_3: 0.2523482143878937 (0.22204341110391695) | > loss_disc_real_4: 0.2437281310558319 (0.21669202035323518) | > loss_disc_real_5: 0.19439809024333954 (0.21079460079552698) | > loss_0: 2.4158735275268555 (2.27650604287132) | > grad_norm_0: tensor(22.2695, device='cuda:0') (tensor(19.2441, device='cuda:0')) | > loss_gen: 2.7112061977386475 (2.6087500140315187) | > loss_kl: 1.6549863815307617 (1.6675951373381692) | > loss_feat: 7.453070640563965 (7.416572578617783) | > loss_mel: 19.671602249145508 (19.71839316164861) | > loss_duration: 2.0932867527008057 (2.104413983763241) | > loss_1: 33.58415222167969 (33.515724971646144) | > grad_norm_1: tensor(157.3198, device='cuda:0') (tensor(209.7994, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.4182 (0.37049442041115677) | > loader_time: 0.0055 (0.004279761040797)  --> TIME: 2024-06-10 20:55:55 -- STEP: 269/330 -- GLOBAL_STEP: 133150 | > loss_disc: 2.185840606689453 (2.2735035632179588) | > loss_disc_real_0: 0.08362945914268494 (0.11588239582553228) | > loss_disc_real_1: 0.23936912417411804 (0.2021789703116541) | > loss_disc_real_2: 0.22701017558574677 (0.2140853758970601) | > loss_disc_real_3: 0.19485454261302948 (0.22123974129613005) | > loss_disc_real_4: 0.20486406981945038 (0.21556985422581101) | > loss_disc_real_5: 0.20711679756641388 (0.2099076981438137) | > loss_0: 2.185840606689453 (2.2735035632179588) | > grad_norm_0: tensor(12.5672, device='cuda:0') (tensor(19.8816, device='cuda:0')) | > loss_gen: 2.5519626140594482 (2.6146793135036757) | > loss_kl: 1.5558958053588867 (1.6679096115566097) | > loss_feat: 6.991711616516113 (7.4499694086805155) | > loss_mel: 18.696304321289062 (19.680718978541492) | > loss_duration: 2.208286762237549 (2.1108283283098923) | > loss_1: 32.0041618347168 (33.52410571725836) | > grad_norm_1: tensor(359.8209, device='cuda:0') (tensor(221.3865, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.4218 (0.37494343895894444) | > loader_time: 0.0061 (0.004421117137355875)  --> TIME: 2024-06-10 20:56:07 -- STEP: 294/330 -- GLOBAL_STEP: 133175 | > loss_disc: 2.193080425262451 (2.272238379433043) | > loss_disc_real_0: 0.11161404848098755 (0.1150193833397562) | > loss_disc_real_1: 0.1995048224925995 (0.2020694631196204) | > loss_disc_real_2: 0.2213498204946518 (0.2142657553967164) | > loss_disc_real_3: 0.22042563557624817 (0.2213410889210344) | > loss_disc_real_4: 0.20008769631385803 (0.2157604796748584) | > loss_disc_real_5: 0.19555708765983582 (0.2100540808573061) | > loss_0: 2.193080425262451 (2.272238379433043) | > grad_norm_0: tensor(35.5812, device='cuda:0') (tensor(20.1555, device='cuda:0')) | > loss_gen: 2.6931843757629395 (2.613016310192289) | > loss_kl: 1.6383830308914185 (1.6697802811252827) | > loss_feat: 8.230459213256836 (7.451730875741868) | > loss_mel: 19.705259323120117 (19.63740714715452) | > loss_duration: 2.253650188446045 (2.1192911210514245) | > loss_1: 34.52093505859375 (33.49122578108387) | > grad_norm_1: tensor(160.3824, device='cuda:0') (tensor(223.4467, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.4478 (0.38039645207982486) | > loader_time: 0.0064 (0.004584324603178063)  --> TIME: 2024-06-10 20:56:20 -- STEP: 319/330 -- GLOBAL_STEP: 133200 | > loss_disc: 2.30094838142395 (2.2711581025377723) | > loss_disc_real_0: 0.12184689193964005 (0.11570616147034221) | > loss_disc_real_1: 0.20156724750995636 (0.20192208638572393) | > loss_disc_real_2: 0.20906108617782593 (0.21392345979669625) | > loss_disc_real_3: 0.21389593183994293 (0.22138662370021067) | > loss_disc_real_4: 0.2327324002981186 (0.21575934040509057) | > loss_disc_real_5: 0.3138691782951355 (0.21008539970578813) | > loss_0: 2.30094838142395 (2.2711581025377723) | > grad_norm_0: tensor(10.5329, device='cuda:0') (tensor(19.9380, device='cuda:0')) | > loss_gen: 2.5382769107818604 (2.612929402473951) | > loss_kl: 1.7455897331237793 (1.6695397344876233) | > loss_feat: 9.164543151855469 (7.493669334997578) | > loss_mel: 19.336681365966797 (19.605045934455898) | > loss_duration: 2.306652069091797 (2.131870717090499) | > loss_1: 35.09174346923828 (33.51305517358089) | > grad_norm_1: tensor(158.7000, device='cuda:0') (tensor(223.7772, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.5466 (0.39019762460714613) | > loader_time: 0.0094 (0.00480658283054268)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.737861394882202 (2.737861394882202) | > loss_disc_real_0: 0.1811680793762207 (0.1811680793762207) | > loss_disc_real_1: 0.1310805082321167 (0.1310805082321167) | > loss_disc_real_2: 0.26634371280670166 (0.26634371280670166) | > loss_disc_real_3: 0.28186166286468506 (0.28186166286468506) | > loss_disc_real_4: 0.26565423607826233 (0.26565423607826233) | > loss_disc_real_5: 0.267314612865448 (0.267314612865448) | > loss_0: 2.737861394882202 (2.737861394882202) | > loss_gen: 2.1431491374969482 (2.1431491374969482) | > loss_kl: 1.3391833305358887 (1.3391833305358887) | > loss_feat: 5.619604587554932 (5.619604587554932) | > loss_mel: 16.676267623901367 (16.676267623901367) | > loss_duration: 2.8050241470336914 (2.8050241470336914) | > loss_1: 28.583229064941406 (28.583229064941406)  --> STEP: 1 | > loss_disc: 1.890116572380066 (1.890116572380066) | > loss_disc_real_0: 0.06756161153316498 (0.06756161153316498) | > loss_disc_real_1: 0.08643050491809845 (0.08643050491809845) | > loss_disc_real_2: 0.16790907084941864 (0.16790907084941864) | > loss_disc_real_3: 0.2233387976884842 (0.2233387976884842) | > loss_disc_real_4: 0.16484135389328003 (0.16484135389328003) | > loss_disc_real_5: 0.1588013470172882 (0.1588013470172882) | > loss_0: 1.890116572380066 (1.890116572380066) | > loss_gen: 2.501140594482422 (2.501140594482422) | > loss_kl: 2.25303316116333 (2.25303316116333) | > loss_feat: 7.156167507171631 (7.156167507171631) | > loss_mel: 19.289772033691406 (19.289772033691406) | > loss_duration: 2.387126922607422 (2.387126922607422) | > loss_1: 33.587242126464844 (33.587242126464844)  --> STEP: 2 | > loss_disc: 2.1758172512054443 (2.032966911792755) | > loss_disc_real_0: 0.028202038258314133 (0.047881824895739555) | > loss_disc_real_1: 0.0858367308974266 (0.08613361790776253) | > loss_disc_real_2: 0.22023379802703857 (0.1940714344382286) | > loss_disc_real_3: 0.27734774351119995 (0.25034327059984207) | > loss_disc_real_4: 0.16952620446681976 (0.1671837791800499) | > loss_disc_real_5: 0.19420760869979858 (0.1765044778585434) | > loss_0: 2.1758172512054443 (2.032966911792755) | > loss_gen: 2.4677021503448486 (2.4844213724136353) | > loss_kl: 1.485405683517456 (1.869219422340393) | > loss_feat: 7.950275421142578 (7.5532214641571045) | > loss_mel: 19.901870727539062 (19.595821380615234) | > loss_duration: 2.3929691314697266 (2.390048027038574) | > loss_1: 34.19822311401367 (33.89273262023926)  --> STEP: 3 | > loss_disc: 2.1763508319854736 (2.0807615518569946) | > loss_disc_real_0: 0.09425191581249237 (0.0633385218679905) | > loss_disc_real_1: 0.08704718947410583 (0.0864381417632103) | > loss_disc_real_2: 0.18514446914196014 (0.19109577933947244) | > loss_disc_real_3: 0.25098296999931335 (0.25055650373299915) | > loss_disc_real_4: 0.2469465136528015 (0.19377135733763376) | > loss_disc_real_5: 0.2733624577522278 (0.2087904711564382) | > loss_0: 2.1763508319854736 (2.0807615518569946) | > loss_gen: 2.4832100868225098 (2.4840176105499268) | > loss_kl: 1.7287242412567139 (1.8223876953125) | > loss_feat: 6.669284820556641 (7.258575916290283) | > loss_mel: 21.147153854370117 (20.112932205200195) | > loss_duration: 2.2299282550811768 (2.336674769719442) | > loss_1: 34.25830078125 (34.01458867390951)  --> STEP: 4 | > loss_disc: 2.2097082138061523 (2.112998217344284) | > loss_disc_real_0: 0.130548357963562 (0.08014098089188337) | > loss_disc_real_1: 0.04924054443836212 (0.07713874243199825) | > loss_disc_real_2: 0.22506920993328094 (0.19958913698792458) | > loss_disc_real_3: 0.20923969149589539 (0.24022730067372322) | > loss_disc_real_4: 0.22351017594337463 (0.20120606198906898) | > loss_disc_real_5: 0.2002064436674118 (0.2066444642841816) | > loss_0: 2.2097082138061523 (2.112998217344284) | > loss_gen: 2.358934164047241 (2.4527467489242554) | > loss_kl: 2.5012879371643066 (1.9921127557754517) | > loss_feat: 8.457389831542969 (7.558279395103455) | > loss_mel: 20.766620635986328 (20.27635431289673) | > loss_duration: 2.2675631046295166 (2.3193968534469604) | > loss_1: 36.3517951965332 (34.59889030456543)  --> STEP: 5 | > loss_disc: 2.228750228881836 (2.1361486196517943) | > loss_disc_real_0: 0.1487920582294464 (0.09387119635939598) | > loss_disc_real_1: 0.12353669106960297 (0.08641833215951919) | > loss_disc_real_2: 0.2290966957807541 (0.20549064874649048) | > loss_disc_real_3: 0.22070415318012238 (0.23632267117500305) | > loss_disc_real_4: 0.19304034113883972 (0.19957291781902314) | > loss_disc_real_5: 0.20087012648582458 (0.2054895967245102) | > loss_0: 2.228750228881836 (2.1361486196517943) | > loss_gen: 2.382230520248413 (2.4386435031890867) | > loss_kl: 1.4437958002090454 (1.8824493646621705) | > loss_feat: 6.552715301513672 (7.357166576385498) | > loss_mel: 20.180953979492188 (20.25727424621582) | > loss_duration: 2.3398990631103516 (2.3234972953796387) | > loss_1: 32.89959716796875 (34.25903167724609)  --> STEP: 6 | > loss_disc: 2.524770975112915 (2.2009190122286477) | > loss_disc_real_0: 0.10983394831418991 (0.0965316550185283) | > loss_disc_real_1: 0.14457382261753082 (0.09611091390252113) | > loss_disc_real_2: 0.2354443371295929 (0.21048293014367422) | > loss_disc_real_3: 0.32458338141441345 (0.2510327895482381) | > loss_disc_real_4: 0.28016573190689087 (0.2130050535003344) | > loss_disc_real_5: 0.3356162905693054 (0.22717737903197607) | > loss_0: 2.524770975112915 (2.2009190122286477) | > loss_gen: 2.5285069942474365 (2.453620751698812) | > loss_kl: 2.5324978828430176 (1.9907907843589783) | > loss_feat: 6.8842315673828125 (7.278344074885051) | > loss_mel: 20.983932495117188 (20.378383954366047) | > loss_duration: 2.119800567626953 (2.289547840754191) | > loss_1: 35.04896926879883 (34.39068794250488)  --> STEP: 7 | > loss_disc: 2.4599907398223877 (2.2379292590277537) | > loss_disc_real_0: 0.06010328605771065 (0.09132760230984006) | > loss_disc_real_1: 0.15286655724048615 (0.10421886295080185) | > loss_disc_real_2: 0.2530038356781006 (0.21655734522002085) | > loss_disc_real_3: 0.2524740397930145 (0.251238682440349) | > loss_disc_real_4: 0.25769007205963135 (0.21938862758023397) | > loss_disc_real_5: 0.30843183398246765 (0.23878515831061772) | > loss_0: 2.4599907398223877 (2.2379292590277537) | > loss_gen: 2.3774704933166504 (2.4427421433585033) | > loss_kl: 3.2510595321655273 (2.170829176902771) | > loss_feat: 6.887526035308838 (7.222512926374163) | > loss_mel: 20.576257705688477 (20.406651633126394) | > loss_duration: 2.365283966064453 (2.3003672872270857) | > loss_1: 35.45759963989258 (34.543103899274556)  --> STEP: 8 | > loss_disc: 2.015256881713867 (2.2100952118635178) | > loss_disc_real_0: 0.0760544016957283 (0.0894184522330761) | > loss_disc_real_1: 0.07595248520374298 (0.10068556573241949) | > loss_disc_real_2: 0.16272981464862823 (0.20982890389859676) | > loss_disc_real_3: 0.23830465972423553 (0.24962192960083485) | > loss_disc_real_4: 0.16455215215682983 (0.21253406815230846) | > loss_disc_real_5: 0.21652387082576752 (0.23600249737501144) | > loss_0: 2.015256881713867 (2.2100952118635178) | > loss_gen: 2.6878371238708496 (2.4733790159225464) | > loss_kl: 2.090101480484009 (2.1607382148504257) | > loss_feat: 9.651885032653809 (7.526184439659119) | > loss_mel: 20.954442977905273 (20.475125551223755) | > loss_duration: 2.1705100536346436 (2.2841351330280304) | > loss_1: 37.55477523803711 (34.91956281661987)  --> STEP: 9 | > loss_disc: 2.1958022117614746 (2.2085071007410684) | > loss_disc_real_0: 0.13677862286567688 (0.09468069341447619) | > loss_disc_real_1: 0.05474228039383888 (0.09558075625035498) | > loss_disc_real_2: 0.22332970798015594 (0.21132899324099222) | > loss_disc_real_3: 0.24421635270118713 (0.24902130994531843) | > loss_disc_real_4: 0.26511350274086 (0.21837622755103642) | > loss_disc_real_5: 0.23144884407520294 (0.23549653589725494) | > loss_0: 2.1958022117614746 (2.2085071007410684) | > loss_gen: 2.632782459259033 (2.4910905096266003) | > loss_kl: 2.045231580734253 (2.147904144393073) | > loss_feat: 8.483804702758789 (7.632586691114637) | > loss_mel: 21.246965408325195 (20.560885535346138) | > loss_duration: 2.084141254425049 (2.2619135909610324) | > loss_1: 36.492923736572266 (35.094380696614586)  --> STEP: 10 | > loss_disc: 2.3111023902893066 (2.2187666296958923) | > loss_disc_real_0: 0.179224893450737 (0.10313511341810226) | > loss_disc_real_1: 0.08683700859546661 (0.09470638148486614) | > loss_disc_real_2: 0.21263259649276733 (0.21145935356616974) | > loss_disc_real_3: 0.2634064257144928 (0.2504598215222359) | > loss_disc_real_4: 0.19190657138824463 (0.21572926193475722) | > loss_disc_real_5: 0.31116998195648193 (0.24306388050317765) | > loss_0: 2.3111023902893066 (2.2187666296958923) | > loss_gen: 2.627614736557007 (2.5047429323196413) | > loss_kl: 1.728141188621521 (2.105927848815918) | > loss_feat: 6.253541469573975 (7.494682168960571) | > loss_mel: 19.781641006469727 (20.482961082458495) | > loss_duration: 2.253495216369629 (2.2610717535018923) | > loss_1: 32.64443588256836 (34.84938621520996)  --> STEP: 11 | > loss_disc: 2.1419270038604736 (2.2117812091654) | > loss_disc_real_0: 0.10361149907112122 (0.10317842120474036) | > loss_disc_real_1: 0.0635920837521553 (0.09187780896371062) | > loss_disc_real_2: 0.2442494034767151 (0.21444026719440112) | > loss_disc_real_3: 0.23451070487499237 (0.24900990182703192) | > loss_disc_real_4: 0.2316121906042099 (0.2171731645410711) | > loss_disc_real_5: 0.27633795142173767 (0.24608879604122855) | > loss_0: 2.1419270038604736 (2.2117812091654) | > loss_gen: 2.8609933853149414 (2.5371293371373955) | > loss_kl: 1.8466804027557373 (2.0823598991740835) | > loss_feat: 7.960567951202393 (7.5370354218916455) | > loss_mel: 20.634355545043945 (20.49672421542081) | > loss_duration: 2.4335384368896484 (2.276750542900779) | > loss_1: 35.73613739013672 (34.92999995838512)  --> STEP: 12 | > loss_disc: 2.1496267318725586 (2.2066016693909964) | > loss_disc_real_0: 0.06105054169893265 (0.09966776457925637) | > loss_disc_real_1: 0.07513995468616486 (0.09048298777391513) | > loss_disc_real_2: 0.24021269381046295 (0.2165879694124063) | > loss_disc_real_3: 0.24428099393844604 (0.24861582616964975) | > loss_disc_real_4: 0.22577086091041565 (0.21788963923851648) | > loss_disc_real_5: 0.23931211233139038 (0.24552407239874205) | > loss_0: 2.1496267318725586 (2.2066016693909964) | > loss_gen: 2.4719247817993164 (2.531695624192556) | > loss_kl: 1.7926021814346313 (2.0582134226957955) | > loss_feat: 7.001168251037598 (7.492379824320476) | > loss_mel: 21.100269317626953 (20.547019640604656) | > loss_duration: 2.1526362895965576 (2.2664076884587603) | > loss_1: 34.51860046386719 (34.895716667175286)  --> STEP: 13 | > loss_disc: 2.428571939468384 (2.2236763055507955) | > loss_disc_real_0: 0.18152612447738647 (0.10596456149449715) | > loss_disc_real_1: 0.149062380194664 (0.0949890948832035) | > loss_disc_real_2: 0.22726504504680634 (0.21740928292274475) | > loss_disc_real_3: 0.2552073299884796 (0.24912286492494437) | > loss_disc_real_4: 0.2442958503961563 (0.21992088625064263) | > loss_disc_real_5: 0.30209463834762573 (0.24987565439481002) | > loss_0: 2.428571939468384 (2.2236763055507955) | > loss_gen: 2.4399819374084473 (2.5246407252091627) | > loss_kl: 2.237058162689209 (2.0719707103875966) | > loss_feat: 5.534008502960205 (7.341735876523531) | > loss_mel: 14.659205436706543 (20.094110855689415) | > loss_duration: 2.130000591278076 (2.255914834829477) | > loss_1: 27.000253677368164 (34.288373360267045)  --> STEP: 14 | > loss_disc: 2.3661327362060547 (2.233851764883314) | > loss_disc_real_0: 0.20170670747756958 (0.11280328620757375) | > loss_disc_real_1: 0.05830664932727814 (0.0923689202006374) | > loss_disc_real_2: 0.24264714121818542 (0.2192119870867048) | > loss_disc_real_3: 0.22912096977233887 (0.24769415812832968) | > loss_disc_real_4: 0.28208866715431213 (0.22436144202947617) | > loss_disc_real_5: 0.26195260882377625 (0.250738293996879) | > loss_0: 2.3661327362060547 (2.233851764883314) | > loss_gen: 2.626312732696533 (2.531903011458261) | > loss_kl: 2.6175947189331055 (2.110943853855133) | > loss_feat: 6.984960079193115 (7.31625189099993) | > loss_mel: 22.325336456298828 (20.253484112875803) | > loss_duration: 2.3674521446228027 (2.263881785529) | > loss_1: 36.921653747558594 (34.47646481650215)  --> STEP: 15 | > loss_disc: 2.0168912410736084 (2.219387729962667) | > loss_disc_real_0: 0.08287011086940765 (0.11080774118502935) | > loss_disc_real_1: 0.047704633325338364 (0.08939130107561748) | > loss_disc_real_2: 0.23811866343021393 (0.22047243217627208) | > loss_disc_real_3: 0.20008182525634766 (0.24452000260353088) | > loss_disc_real_4: 0.1775977909564972 (0.22124386529127757) | > loss_disc_real_5: 0.23509597778320312 (0.2496954729159673) | > loss_0: 2.0168912410736084 (2.219387729962667) | > loss_gen: 3.0825812816619873 (2.568614896138509) | > loss_kl: 2.3639209270477295 (2.127808992067973) | > loss_feat: 8.76641845703125 (7.412929662068685) | > loss_mel: 21.378084182739258 (20.3284574508667) | > loss_duration: 2.3062992095947266 (2.2667096138000487) | > loss_1: 37.897300720214844 (34.70452054341633)  --> STEP: 16 | > loss_disc: 2.2878239154815674 (2.223664991557598) | > loss_disc_real_0: 0.10688988864421844 (0.11056287540122867) | > loss_disc_real_1: 0.15096890926361084 (0.09323990158736706) | > loss_disc_real_2: 0.29367780685424805 (0.22504776809364557) | > loss_disc_real_3: 0.34002628922462463 (0.25048914551734924) | > loss_disc_real_4: 0.24513649940490723 (0.22273715492337942) | > loss_disc_real_5: 0.25246384739875793 (0.24986849632114172) | > loss_0: 2.2878239154815674 (2.223664991557598) | > loss_gen: 3.132504940032959 (2.6038580238819122) | > loss_kl: 1.6974639892578125 (2.100912429392338) | > loss_feat: 8.098073959350586 (7.455751180648804) | > loss_mel: 18.381771087646484 (20.206789553165436) | > loss_duration: 2.3656368255615234 (2.272892564535141) | > loss_1: 33.675453186035156 (34.64020383358)  --> STEP: 17 | > loss_disc: 2.548304319381714 (2.2427614226060757) | > loss_disc_real_0: 0.1247599869966507 (0.11139799961272408) | > loss_disc_real_1: 0.11112227290868759 (0.09429180578273885) | > loss_disc_real_2: 0.2670864164829254 (0.2275206297636032) | > loss_disc_real_3: 0.2891330122947693 (0.2527623141513151) | > loss_disc_real_4: 0.2451489269733429 (0.22405549445573023) | > loss_disc_real_5: 0.25030317902565 (0.24989406589199514) | > loss_0: 2.548304319381714 (2.2427614226060757) | > loss_gen: 2.313295364379883 (2.586766102734734) | > loss_kl: 2.346609592437744 (2.1153652036891266) | > loss_feat: 6.07912015914917 (7.374772885266473) | > loss_mel: 19.979328155517578 (20.193409470950854) | > loss_duration: 2.316565990447998 (2.2754615895888386) | > loss_1: 33.03491973876953 (34.54577535741468)  --> STEP: 18 | > loss_disc: 2.517726421356201 (2.2580372558699713) | > loss_disc_real_0: 0.11944174021482468 (0.11184487409061855) | > loss_disc_real_1: 0.10502989590167999 (0.09488836634490225) | > loss_disc_real_2: 0.16252392530441284 (0.22390970173809263) | > loss_disc_real_3: 0.2061082124710083 (0.2501704196135203) | > loss_disc_real_4: 0.2306220680475235 (0.22442030409971872) | > loss_disc_real_5: 0.3201614022254944 (0.2537978067994118) | > loss_0: 2.517726421356201 (2.2580372558699713) | > loss_gen: 2.3078746795654297 (2.571272134780884) | > loss_kl: 2.174024820327759 (2.1186240712801614) | > loss_feat: 8.252631187438965 (7.423542790942722) | > loss_mel: 20.06438636779785 (20.18624152077569) | > loss_duration: 2.224461317062378 (2.272628241115146) | > loss_1: 35.023380279541016 (34.57230896419948)  --> STEP: 19 | > loss_disc: 2.4491069316864014 (2.268093554597152) | > loss_disc_real_0: 0.15801982581615448 (0.11427513470775202) | > loss_disc_real_1: 0.12398739904165268 (0.09641989438157332) | > loss_disc_real_2: 0.24059562385082245 (0.2247879081650784) | > loss_disc_real_3: 0.2538078725337982 (0.2503618645040612) | > loss_disc_real_4: 0.21988461911678314 (0.22418158383745895) | > loss_disc_real_5: 0.25546854734420776 (0.2538857405122958) | > loss_0: 2.4491069316864014 (2.268093554597152) | > loss_gen: 2.303473711013794 (2.5571774808984054) | > loss_kl: 1.6479893922805786 (2.0938538250170255) | > loss_feat: 5.371488571166992 (7.315539937270315) | > loss_mel: 17.696441650390625 (20.05519942233437) | > loss_duration: 2.3284473419189453 (2.2755660885258724) | > loss_1: 29.347841262817383 (34.29733697991621)  --> STEP: 20 | > loss_disc: 2.258929967880249 (2.267635375261307) | > loss_disc_real_0: 0.11158140003681183 (0.11414044797420501) | > loss_disc_real_1: 0.0932731106877327 (0.09626255519688129) | > loss_disc_real_2: 0.23000773787498474 (0.22504889965057373) | > loss_disc_real_3: 0.259432315826416 (0.250815387070179) | > loss_disc_real_4: 0.20675019919872284 (0.22331001460552216) | > loss_disc_real_5: 0.23075033724308014 (0.252728970348835) | > loss_0: 2.258929967880249 (2.267635375261307) | > loss_gen: 2.477809190750122 (2.553209066390991) | > loss_kl: 1.6698704957962036 (2.0726546585559844) | > loss_feat: 6.1764936447143555 (7.2585876226425174) | > loss_mel: 21.257991790771484 (20.115339040756226) | > loss_duration: 2.266099214553833 (2.2750927448272704) | > loss_1: 33.848262786865234 (34.27488327026366)  --> STEP: 21 | > loss_disc: 2.179887294769287 (2.2634568952378777) | > loss_disc_real_0: 0.11847084015607834 (0.1143466571257228) | > loss_disc_real_1: 0.07459862530231476 (0.09523093948761623) | > loss_disc_real_2: 0.19519709050655365 (0.2236273849294299) | > loss_disc_real_3: 0.2675178647041321 (0.25161074314798626) | > loss_disc_real_4: 0.2194739282131195 (0.22312734382493155) | > loss_disc_real_5: 0.17361512780189514 (0.24896164451326644) | > loss_0: 2.179887294769287 (2.2634568952378777) | > loss_gen: 2.3715901374816895 (2.5445605459667386) | > loss_kl: 2.7732696533203125 (2.106017277354286) | > loss_feat: 8.085355758666992 (7.297957533881778) | > loss_mel: 20.379383087158203 (20.127912566775368) | > loss_duration: 2.1378393173217773 (2.268556867327009) | > loss_1: 35.747440338134766 (34.345005035400376)  --> STEP: 22 | > loss_disc: 2.398294687271118 (2.269585885784843) | > loss_disc_real_0: 0.11765836179256439 (0.11449718915603378) | > loss_disc_real_1: 0.09157407283782959 (0.09506471827626228) | > loss_disc_real_2: 0.18302376568317413 (0.22178176587278192) | > loss_disc_real_3: 0.23679398000240326 (0.25093725391409616) | > loss_disc_real_4: 0.25866514444351196 (0.2247426983985034) | > loss_disc_real_5: 0.2937464416027069 (0.25099731710824097) | > loss_0: 2.398294687271118 (2.269585885784843) | > loss_gen: 2.4375193119049072 (2.5396950353275645) | > loss_kl: 1.8493199348449707 (2.094349216331135) | > loss_feat: 8.090378761291504 (7.33397668058222) | > loss_mel: 19.796714782714844 (20.112858122045342) | > loss_duration: 2.154787302017212 (2.263385523449291) | > loss_1: 34.3287239074707 (34.344264984130845)  --> STEP: 23 | > loss_disc: 2.3685848712921143 (2.2738901895025507) | > loss_disc_real_0: 0.216219961643219 (0.11891991839460704) | > loss_disc_real_1: 0.1103944331407547 (0.09573122761819673) | > loss_disc_real_2: 0.21124522387981415 (0.22132365535134854) | > loss_disc_real_3: 0.2524200975894928 (0.25100172537824383) | > loss_disc_real_4: 0.2557608485221863 (0.22609131362127222) | > loss_disc_real_5: 0.19883209466934204 (0.2487292639587236) | > loss_0: 2.3685848712921143 (2.2738901895025507) | > loss_gen: 2.3677477836608887 (2.532219067863796) | > loss_kl: 2.0571258068084717 (2.092730807221454) | > loss_feat: 5.989231586456299 (7.275509502576745) | > loss_mel: 16.875017166137695 (19.972082428310227) | > loss_duration: 2.224404811859131 (2.2616907099018926) | > loss_1: 29.51352882385254 (34.13423297716222)  --> STEP: 24 | > loss_disc: 2.3104941844940186 (2.275415355960529) | > loss_disc_real_0: 0.16571614146232605 (0.12086976102242868) | > loss_disc_real_1: 0.085544653236866 (0.09530678701897462) | > loss_disc_real_2: 0.1972939372062683 (0.22032241709530354) | > loss_disc_real_3: 0.2791699767112732 (0.25217540251712006) | > loss_disc_real_4: 0.293479859828949 (0.22889916971325874) | > loss_disc_real_5: 0.2755911946296692 (0.24984851107001302) | > loss_0: 2.3104941844940186 (2.275415355960529) | > loss_gen: 2.730172872543335 (2.540467143058777) | > loss_kl: 2.043489694595337 (2.090679094195366) | > loss_feat: 7.643989086151123 (7.2908628185590105) | > loss_mel: 20.980409622192383 (20.01409606138865) | > loss_duration: 2.38547945022583 (2.2668485740820565) | > loss_1: 35.783538818359375 (34.20295405387877)  --> STEP: 25 | > loss_disc: 2.2090225219726562 (2.272759642601014) | > loss_disc_real_0: 0.07011166214942932 (0.1188394370675087) | > loss_disc_real_1: 0.06922326982021332 (0.09426344633102417) | > loss_disc_real_2: 0.21480049192905426 (0.22010154008865357) | > loss_disc_real_3: 0.1919575333595276 (0.24976668775081634) | > loss_disc_real_4: 0.20022563636302948 (0.22775222837924958) | > loss_disc_real_5: 0.25000157952308655 (0.24985463380813594) | > loss_0: 2.2090225219726562 (2.272759642601014) | > loss_gen: 2.2127599716186523 (2.5273588562011717) | > loss_kl: 2.1286020278930664 (2.092196011543274) | > loss_feat: 9.357358932495117 (7.373522663116455) | > loss_mel: 19.43842887878418 (19.99106937408447) | > loss_duration: 2.329458475112915 (2.269352970123291) | > loss_1: 35.466609954833984 (34.25350028991698)  --> STEP: 26 | > loss_disc: 2.249917507171631 (2.271881098930653) | > loss_disc_real_0: 0.08361911028623581 (0.11748480911438282) | > loss_disc_real_1: 0.11764419823884964 (0.09516270601978669) | > loss_disc_real_2: 0.09116926789283752 (0.21514260654266065) | > loss_disc_real_3: 0.054292112588882446 (0.24224843485997274) | > loss_disc_real_4: 0.05984373018145561 (0.22129420921779597) | > loss_disc_real_5: 0.06620873510837555 (0.24279133001199132) | > loss_0: 2.249917507171631 (2.271881098930653) | > loss_gen: 1.8696041107177734 (2.502060596759503) | > loss_kl: 1.9322360754013062 (2.0860437063070445) | > loss_feat: 17.37494468688965 (7.758192740953886) | > loss_mel: 23.60202407836914 (20.12995224732619) | > loss_duration: 2.2851314544677734 (2.2699598349057712) | > loss_1: 47.063941955566406 (34.74620958474965) --> EVAL PERFORMANCE | > avg_loader_time: 0.002294210287240835 (-0.0001843617512629586) | > avg_loss_disc: 2.271881098930653 (+0.0145368851148171) | > avg_loss_disc_real_0: 0.11748480911438282 (+0.013694749715236529) | > avg_loss_disc_real_1: 0.09516270601978669 (-0.09266235106266463) | > avg_loss_disc_real_2: 0.21514260654266065 (-0.014159780568801433) | > avg_loss_disc_real_3: 0.24224843485997274 (-3.1907971088679377e-05) | > avg_loss_disc_real_4: 0.22129420921779597 (+0.01758268088675463) | > avg_loss_disc_real_5: 0.24279133001199132 (+0.0361969359219074) | > avg_loss_0: 2.271881098930653 (+0.0145368851148171) | > avg_loss_gen: 2.502060596759503 (-0.04222284830533507) | > avg_loss_kl: 2.0860437063070445 (+0.007528538887317637) | > avg_loss_feat: 7.758192740953886 (-0.187891685045682) | > avg_loss_mel: 20.12995224732619 (+0.24188632231492235) | > avg_loss_duration: 2.2699598349057712 (+0.007407784461975098) | > avg_loss_1: 34.74620958474965 (+0.026708749624390293)  > EPOCH: 137/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:56:44)   --> TIME: 2024-06-10 20:56:50 -- STEP: 14/330 -- GLOBAL_STEP: 133225 | > loss_disc: 2.3302364349365234 (2.3131953477859497) | > loss_disc_real_0: 0.11962408572435379 (0.1105240173637867) | > loss_disc_real_1: 0.23884370923042297 (0.2140791267156601) | > loss_disc_real_2: 0.2421136498451233 (0.2135027668305806) | > loss_disc_real_3: 0.22812242805957794 (0.2291810257094247) | > loss_disc_real_4: 0.23147253692150116 (0.21948192694357463) | > loss_disc_real_5: 0.22520942986011505 (0.22412513196468353) | > loss_0: 2.3302364349365234 (2.3131953477859497) | > grad_norm_0: tensor(26.3379, device='cuda:0') (tensor(11.5404, device='cuda:0')) | > loss_gen: 2.5447611808776855 (2.546042118753706) | > loss_kl: 1.6962662935256958 (1.714495233127049) | > loss_feat: 6.788546562194824 (6.82560978616987) | > loss_mel: 19.437856674194336 (19.77287060873849) | > loss_duration: 2.1143603324890137 (2.2137250389371603) | > loss_1: 32.581790924072266 (33.07274341583253) | > grad_norm_1: tensor(231.1034, device='cuda:0') (tensor(96.5538, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3331 (0.34298183236803326) | > loader_time: 0.0029 (0.0030477898461478098)  --> TIME: 2024-06-10 20:56:59 -- STEP: 39/330 -- GLOBAL_STEP: 133250 | > loss_disc: 2.271746873855591 (2.2903870313595496) | > loss_disc_real_0: 0.12855461239814758 (0.11294222049988233) | > loss_disc_real_1: 0.17256991565227509 (0.20450736353030569) | > loss_disc_real_2: 0.1874397248029709 (0.21260705322791368) | > loss_disc_real_3: 0.2063858062028885 (0.22362294296423593) | > loss_disc_real_4: 0.24145038425922394 (0.2182485125003717) | > loss_disc_real_5: 0.19801253080368042 (0.21715746628932464) | > loss_0: 2.271746873855591 (2.2903870313595496) | > grad_norm_0: tensor(5.3130, device='cuda:0') (tensor(9.6413, device='cuda:0')) | > loss_gen: 2.6569714546203613 (2.546104339452891) | > loss_kl: 1.852196216583252 (1.709359761996147) | > loss_feat: 7.996816158294678 (7.058879412137545) | > loss_mel: 20.095903396606445 (19.78819416730832) | > loss_duration: 2.079653024673462 (2.128107477457096) | > loss_1: 34.681541442871094 (33.23064559545272) | > grad_norm_1: tensor(101.3489, device='cuda:0') (tensor(107.9482, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3391 (0.34417088826497394) | > loader_time: 0.0034 (0.0032193966400928986)  --> TIME: 2024-06-10 20:57:08 -- STEP: 64/330 -- GLOBAL_STEP: 133275 | > loss_disc: 2.198923349380493 (2.279882647097111) | > loss_disc_real_0: 0.09775857627391815 (0.11199085367843509) | > loss_disc_real_1: 0.19245335459709167 (0.20500426040962338) | > loss_disc_real_2: 0.1755775809288025 (0.21311448351480067) | > loss_disc_real_3: 0.1870397925376892 (0.22266531689092517) | > loss_disc_real_4: 0.16783437132835388 (0.2140853509772569) | > loss_disc_real_5: 0.1758657991886139 (0.21413890761323273) | > loss_0: 2.198923349380493 (2.279882647097111) | > grad_norm_0: tensor(15.2805, device='cuda:0') (tensor(10.4109, device='cuda:0')) | > loss_gen: 2.50217342376709 (2.5516822151839733) | > loss_kl: 1.8748435974121094 (1.7109246328473091) | > loss_feat: 7.141213893890381 (7.165844313800335) | > loss_mel: 20.345224380493164 (19.86713695526123) | > loss_duration: 2.0521554946899414 (2.098335715010762) | > loss_1: 33.915611267089844 (33.393923997879014) | > grad_norm_1: tensor(123.8063, device='cuda:0') (tensor(131.7296, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3641 (0.3470005504786968) | > loader_time: 0.0033 (0.0032961517572402954)  --> TIME: 2024-06-10 20:57:17 -- STEP: 89/330 -- GLOBAL_STEP: 133300 | > loss_disc: 2.3099617958068848 (2.275733385193214) | > loss_disc_real_0: 0.11057191342115402 (0.11127225225895979) | > loss_disc_real_1: 0.2064085304737091 (0.2030018646730466) | > loss_disc_real_2: 0.2531379759311676 (0.21402556139431642) | > loss_disc_real_3: 0.23258915543556213 (0.22270163994156914) | > loss_disc_real_4: 0.21691739559173584 (0.21576335708077035) | > loss_disc_real_5: 0.22419585287570953 (0.2142252977309602) | > loss_0: 2.3099617958068848 (2.275733385193214) | > grad_norm_0: tensor(22.4547, device='cuda:0') (tensor(12.3343, device='cuda:0')) | > loss_gen: 2.6125905513763428 (2.5768273198202762) | > loss_kl: 1.6585808992385864 (1.695945083425286) | > loss_feat: 7.0223002433776855 (7.249373393112354) | > loss_mel: 19.75383949279785 (19.77992979328284) | > loss_duration: 2.064215898513794 (2.085274645451749) | > loss_1: 33.11152648925781 (33.38735018955188) | > grad_norm_1: tensor(94.2902, device='cuda:0') (tensor(178.4802, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3669 (0.35071472639448176) | > loader_time: 0.0035 (0.0034141192275486637)  --> TIME: 2024-06-10 20:57:27 -- STEP: 114/330 -- GLOBAL_STEP: 133325 | > loss_disc: 2.2085683345794678 (2.2713267154860923) | > loss_disc_real_0: 0.09422379732131958 (0.1109657706529425) | > loss_disc_real_1: 0.185200497508049 (0.20132575171035633) | > loss_disc_real_2: 0.22052663564682007 (0.21501307542386808) | > loss_disc_real_3: 0.21793541312217712 (0.22221209605534872) | > loss_disc_real_4: 0.21632283926010132 (0.2148698901659564) | > loss_disc_real_5: 0.17304261028766632 (0.21174512110781252) | > loss_0: 2.2085683345794678 (2.2713267154860923) | > grad_norm_0: tensor(20.5029, device='cuda:0') (tensor(13.8396, device='cuda:0')) | > loss_gen: 2.9418394565582275 (2.596065682277346) | > loss_kl: 1.8362996578216553 (1.6954566951383625) | > loss_feat: 8.016739845275879 (7.340593329647131) | > loss_mel: 20.426387786865234 (19.813716537074036) | > loss_duration: 2.071807384490967 (2.0827884517217927) | > loss_1: 35.29307556152344 (33.528620602791776) | > grad_norm_1: tensor(237.1841, device='cuda:0') (tensor(194.6494, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3738 (0.3555360175015633) | > loader_time: 0.004 (0.0036077792184394703)  --> TIME: 2024-06-10 20:57:36 -- STEP: 139/330 -- GLOBAL_STEP: 133350 | > loss_disc: 2.398911476135254 (2.2746022776734067) | > loss_disc_real_0: 0.09937728941440582 (0.11168140446325) | > loss_disc_real_1: 0.23817147314548492 (0.202312041422446) | > loss_disc_real_2: 0.1952298879623413 (0.21518162536106522) | > loss_disc_real_3: 0.24693793058395386 (0.22364447592831344) | > loss_disc_real_4: 0.22333920001983643 (0.21453122590943205) | > loss_disc_real_5: 0.2422896921634674 (0.2123218311680306) | > loss_0: 2.398911476135254 (2.2746022776734067) | > grad_norm_0: tensor(36.5860, device='cuda:0') (tensor(16.2037, device='cuda:0')) | > loss_gen: 2.463996410369873 (2.610540456909071) | > loss_kl: 1.555901050567627 (1.6927891892494915) | > loss_feat: 7.1430344581604 (7.363508756212194) | > loss_mel: 19.992868423461914 (19.857351550095366) | > loss_duration: 2.1568245887756348 (2.084492366948573) | > loss_1: 33.312625885009766 (33.60868223451027) | > grad_norm_1: tensor(133.1341, device='cuda:0') (tensor(207.8116, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3612 (0.3586924796481784) | > loader_time: 0.0043 (0.003731034642500843)  --> TIME: 2024-06-10 20:57:46 -- STEP: 164/330 -- GLOBAL_STEP: 133375 | > loss_disc: 2.353935718536377 (2.2686874415816343) | > loss_disc_real_0: 0.12633195519447327 (0.1104493890775413) | > loss_disc_real_1: 0.20584271848201752 (0.2018657335784377) | > loss_disc_real_2: 0.24345050752162933 (0.21469276907240473) | > loss_disc_real_3: 0.19953705370426178 (0.22367135571633898) | > loss_disc_real_4: 0.16249878704547882 (0.21460109267656396) | > loss_disc_real_5: 0.1895880252122879 (0.2118043357097521) | > loss_0: 2.353935718536377 (2.2686874415816343) | > grad_norm_0: tensor(10.2676, device='cuda:0') (tensor(16.7943, device='cuda:0')) | > loss_gen: 2.8368923664093018 (2.62948851032955) | > loss_kl: 1.6298519372940063 (1.6869378206206531) | > loss_feat: 7.82874059677124 (7.394070029258728) | > loss_mel: 19.7034854888916 (19.848583395888156) | > loss_duration: 2.1634678840637207 (2.0849331173954933) | > loss_1: 34.16244125366211 (33.644012846597825) | > grad_norm_1: tensor(515.3784, device='cuda:0') (tensor(214.2621, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3729 (0.36133963451152884) | > loader_time: 0.0046 (0.003862599047218881)  --> TIME: 2024-06-10 20:57:55 -- STEP: 189/330 -- GLOBAL_STEP: 133400 | > loss_disc: 2.139965534210205 (2.2761271403580134) | > loss_disc_real_0: 0.11250743269920349 (0.11252206968015464) | > loss_disc_real_1: 0.16509868204593658 (0.20281612218687775) | > loss_disc_real_2: 0.21606586873531342 (0.21578448206659348) | > loss_disc_real_3: 0.19325533509254456 (0.22331250376171535) | > loss_disc_real_4: 0.20612536370754242 (0.21462106073974932) | > loss_disc_real_5: 0.19356517493724823 (0.21177563875440567) | > loss_0: 2.139965534210205 (2.2761271403580134) | > grad_norm_0: tensor(23.9009, device='cuda:0') (tensor(20.3096, device='cuda:0')) | > loss_gen: 2.9297072887420654 (2.6300949343928592) | > loss_kl: 1.4789129495620728 (1.685615962775296) | > loss_feat: 7.625036239624023 (7.3938225968174205) | > loss_mel: 19.52606201171875 (19.815819139833796) | > loss_duration: 2.145702362060547 (2.0899487368013503) | > loss_1: 33.705421447753906 (33.61530133403797) | > grad_norm_1: tensor(477.6839, device='cuda:0') (tensor(233.4165, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3782 (0.3632907009629344) | > loader_time: 0.0047 (0.003963141214279902)  --> TIME: 2024-06-10 20:58:05 -- STEP: 214/330 -- GLOBAL_STEP: 133425 | > loss_disc: 2.420339822769165 (2.276787615268031) | > loss_disc_real_0: 0.15895652770996094 (0.11312477476894855) | > loss_disc_real_1: 0.23667170107364655 (0.20273963194862704) | > loss_disc_real_2: 0.2503534257411957 (0.2161827651418258) | > loss_disc_real_3: 0.2213277667760849 (0.22331190436521423) | > loss_disc_real_4: 0.2299329936504364 (0.21463686729145942) | > loss_disc_real_5: 0.2449604719877243 (0.2116643327558152) | > loss_0: 2.420339822769165 (2.276787615268031) | > grad_norm_0: tensor(32.1874, device='cuda:0') (tensor(21.4063, device='cuda:0')) | > loss_gen: 2.4014716148376465 (2.628969268264058) | > loss_kl: 1.5937823057174683 (1.686203381168508) | > loss_feat: 6.4572272300720215 (7.412895485619519) | > loss_mel: 19.67378044128418 (19.791140743505167) | > loss_duration: 2.184329032897949 (2.0952742729231595) | > loss_1: 32.31058883666992 (33.61448307572124) | > grad_norm_1: tensor(388.7142, device='cuda:0') (tensor(247.5237, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.3902 (0.3660652381237421) | > loader_time: 0.0048 (0.00409724444986504)  --> TIME: 2024-06-10 20:58:16 -- STEP: 239/330 -- GLOBAL_STEP: 133450 | > loss_disc: 2.208521604537964 (2.269919633865358) | > loss_disc_real_0: 0.10384108871221542 (0.11297112673708086) | > loss_disc_real_1: 0.2193736881017685 (0.2028548686324802) | > loss_disc_real_2: 0.19114890694618225 (0.21525180832362076) | > loss_disc_real_3: 0.2203657031059265 (0.22225177730725898) | > loss_disc_real_4: 0.20774246752262115 (0.21393526722696535) | > loss_disc_real_5: 0.17929966747760773 (0.2101142938915157) | > loss_0: 2.208521604537964 (2.269919633865358) | > grad_norm_0: tensor(4.8702, device='cuda:0') (tensor(21.4560, device='cuda:0')) | > loss_gen: 2.6760005950927734 (2.6291072338694814) | > loss_kl: 1.4847861528396606 (1.6794422086811465) | > loss_feat: 8.242363929748535 (7.427929329572861) | > loss_mel: 20.4152889251709 (19.76329892848824) | > loss_duration: 2.1222481727600098 (2.1023243526035786) | > loss_1: 34.94068908691406 (33.60210199236369) | > grad_norm_1: tensor(195.3769, device='cuda:0') (tensor(256.2427, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.4096 (0.37029230045972994) | > loader_time: 0.006 (0.004226450142002508)  --> TIME: 2024-06-10 20:58:27 -- STEP: 264/330 -- GLOBAL_STEP: 133475 | > loss_disc: 2.322237014770508 (2.267152720328535) | > loss_disc_real_0: 0.12808158993721008 (0.1135376809080216) | > loss_disc_real_1: 0.1794542521238327 (0.2022418650713834) | > loss_disc_real_2: 0.20716537535190582 (0.2148977853357792) | > loss_disc_real_3: 0.22627811133861542 (0.22198894309500852) | > loss_disc_real_4: 0.22550681233406067 (0.21392153722770285) | > loss_disc_real_5: 0.23099097609519958 (0.21001729865868887) | > loss_0: 2.322237014770508 (2.267152720328535) | > grad_norm_0: tensor(24.6952, device='cuda:0') (tensor(21.9687, device='cuda:0')) | > loss_gen: 2.5729146003723145 (2.6318134394558994) | > loss_kl: 1.6248631477355957 (1.6754628636620261) | > loss_feat: 7.522032737731934 (7.463488443331285) | > loss_mel: 18.543703079223633 (19.714398990977887) | > loss_duration: 2.209261894226074 (2.108468814781219) | > loss_1: 32.472774505615234 (33.5936324740901) | > grad_norm_1: tensor(502.2881, device='cuda:0') (tensor(264.6700, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.4349 (0.37569163333285926) | > loader_time: 0.0066 (0.004403734749013731)  --> TIME: 2024-06-10 20:58:38 -- STEP: 289/330 -- GLOBAL_STEP: 133500 | > loss_disc: 2.308617115020752 (2.2699307207417734) | > loss_disc_real_0: 0.12120175361633301 (0.1136406261512565) | > loss_disc_real_1: 0.24410337209701538 (0.20255668657255013) | > loss_disc_real_2: 0.19634830951690674 (0.2149617726621331) | > loss_disc_real_3: 0.2142169177532196 (0.2225313359890842) | > loss_disc_real_4: 0.21304184198379517 (0.21446402690608612) | > loss_disc_real_5: 0.2201586216688156 (0.21004782890366025) | > loss_0: 2.308617115020752 (2.2699307207417734) | > grad_norm_0: tensor(17.8502, device='cuda:0') (tensor(23.1419, device='cuda:0')) | > loss_gen: 2.3800013065338135 (2.6334114495445706) | > loss_kl: 1.5601125955581665 (1.67129944228796) | > loss_feat: 6.559326171875 (7.493430494024679) | > loss_mel: 18.731002807617188 (19.68569348345165) | > loss_duration: 2.247675657272339 (2.1164497830051046) | > loss_1: 31.478116989135742 (33.60028456981618) | > grad_norm_1: tensor(346.4987, device='cuda:0') (tensor(277.6930, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.4632 (0.3813259898585018) | > loader_time: 0.0072 (0.004597321513614855) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_133500.pth  --> TIME: 2024-06-10 20:58:55 -- STEP: 314/330 -- GLOBAL_STEP: 133525 | > loss_disc: 2.3671791553497314 (2.270215562194774) | > loss_disc_real_0: 0.1364985853433609 (0.1136913722867419) | > loss_disc_real_1: 0.24345694482326508 (0.20268523659865575) | > loss_disc_real_2: 0.23442445695400238 (0.21532813307775814) | > loss_disc_real_3: 0.23249313235282898 (0.2225071790206964) | > loss_disc_real_4: 0.18664102256298065 (0.21461751981146016) | > loss_disc_real_5: 0.2139943540096283 (0.21018166000106533) | > loss_0: 2.3671791553497314 (2.270215562194774) | > grad_norm_0: tensor(19.6006, device='cuda:0') (tensor(24.2505, device='cuda:0')) | > loss_gen: 2.4896817207336426 (2.639540962352874) | > loss_kl: 1.6054251194000244 (1.6716942100008583) | > loss_feat: 7.882510662078857 (7.529258802438238) | > loss_mel: 19.053571701049805 (19.65821462983538) | > loss_duration: 2.3026998043060303 (2.128183992425348) | > loss_1: 33.33388900756836 (33.626892502900134) | > grad_norm_1: tensor(261.9403, device='cuda:0') (tensor(287.2733, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.5287 (0.3902624944213087) | > loader_time: 0.0087 (0.004812617970120376)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.471938133239746 (2.471938133239746) | > loss_disc_real_0: 0.13596457242965698 (0.13596457242965698) | > loss_disc_real_1: 0.24560558795928955 (0.24560558795928955) | > loss_disc_real_2: 0.22061412036418915 (0.22061412036418915) | > loss_disc_real_3: 0.27067190408706665 (0.27067190408706665) | > loss_disc_real_4: 0.24570298194885254 (0.24570298194885254) | > loss_disc_real_5: 0.20680418610572815 (0.20680418610572815) | > loss_0: 2.471938133239746 (2.471938133239746) | > loss_gen: 2.332810878753662 (2.332810878753662) | > loss_kl: 1.2649381160736084 (1.2649381160736084) | > loss_feat: 5.940969467163086 (5.940969467163086) | > loss_mel: 17.282554626464844 (17.282554626464844) | > loss_duration: 2.70595121383667 (2.70595121383667) | > loss_1: 29.527225494384766 (29.527225494384766)  --> STEP: 1 | > loss_disc: 1.9680927991867065 (1.9680927991867065) | > loss_disc_real_0: 0.07759346812963486 (0.07759346812963486) | > loss_disc_real_1: 0.19779722392559052 (0.19779722392559052) | > loss_disc_real_2: 0.1633552461862564 (0.1633552461862564) | > loss_disc_real_3: 0.19632619619369507 (0.19632619619369507) | > loss_disc_real_4: 0.20964090526103973 (0.20964090526103973) | > loss_disc_real_5: 0.1828077733516693 (0.1828077733516693) | > loss_0: 1.9680927991867065 (1.9680927991867065) | > loss_gen: 2.616161346435547 (2.616161346435547) | > loss_kl: 1.855412244796753 (1.855412244796753) | > loss_feat: 6.905766487121582 (6.905766487121582) | > loss_mel: 20.559280395507812 (20.559280395507812) | > loss_duration: 2.3385467529296875 (2.3385467529296875) | > loss_1: 34.275169372558594 (34.275169372558594)  --> STEP: 2 | > loss_disc: 2.5649614334106445 (2.2665271162986755) | > loss_disc_real_0: 0.12895554304122925 (0.10327450558543205) | > loss_disc_real_1: 0.1680728793144226 (0.18293505162000656) | > loss_disc_real_2: 0.20838449895381927 (0.18586987257003784) | > loss_disc_real_3: 0.3092171549797058 (0.25277167558670044) | > loss_disc_real_4: 0.2780877649784088 (0.24386433511972427) | > loss_disc_real_5: 0.36378777027130127 (0.2732977718114853) | > loss_0: 2.5649614334106445 (2.2665271162986755) | > loss_gen: 2.517314910888672 (2.5667381286621094) | > loss_kl: 1.77810800075531 (1.8167601227760315) | > loss_feat: 6.373858451843262 (6.639812469482422) | > loss_mel: 21.40326499938965 (20.98127269744873) | > loss_duration: 2.3620965480804443 (2.350321650505066) | > loss_1: 34.43464279174805 (34.35490608215332)  --> STEP: 3 | > loss_disc: 2.1663336753845215 (2.233129302660624) | > loss_disc_real_0: 0.12280745059251785 (0.10978548725446065) | > loss_disc_real_1: 0.2958558201789856 (0.22057530780633292) | > loss_disc_real_2: 0.3669942617416382 (0.2462446689605713) | > loss_disc_real_3: 0.16899149119853973 (0.22484494745731354) | > loss_disc_real_4: 0.18148499727249146 (0.22307122250398) | > loss_disc_real_5: 0.24320046603679657 (0.26326533655325574) | > loss_0: 2.1663336753845215 (2.233129302660624) | > loss_gen: 2.9031453132629395 (2.678873856862386) | > loss_kl: 2.122903823852539 (1.9188080231348674) | > loss_feat: 7.302176475524902 (6.860600471496582) | > loss_mel: 19.563589096069336 (20.508711496988933) | > loss_duration: 2.271866798400879 (2.3241700331370034) | > loss_1: 34.16368103027344 (34.29116439819336)  --> STEP: 4 | > loss_disc: 2.2514662742614746 (2.237713545560837) | > loss_disc_real_0: 0.09455438703298569 (0.10597771219909191) | > loss_disc_real_1: 0.2883434295654297 (0.2375173382461071) | > loss_disc_real_2: 0.24997857213020325 (0.24717814475297928) | > loss_disc_real_3: 0.21739041805267334 (0.2229813151061535) | > loss_disc_real_4: 0.2091602236032486 (0.21959347277879715) | > loss_disc_real_5: 0.22269432246685028 (0.25312258303165436) | > loss_0: 2.2514662742614746 (2.237713545560837) | > loss_gen: 2.4253275394439697 (2.615487277507782) | > loss_kl: 2.4145138263702393 (2.0427344739437103) | > loss_feat: 6.060825347900391 (6.660656690597534) | > loss_mel: 17.069480895996094 (19.648903846740723) | > loss_duration: 2.1695556640625 (2.2855164408683777) | > loss_1: 30.13970184326172 (33.25329875946045)  --> STEP: 5 | > loss_disc: 2.2263524532318115 (2.2354413270950317) | > loss_disc_real_0: 0.17487138509750366 (0.11975644677877426) | > loss_disc_real_1: 0.15959754586219788 (0.22193337976932526) | > loss_disc_real_2: 0.29887717962265015 (0.25751795172691344) | > loss_disc_real_3: 0.25560706853866577 (0.22950646579265593) | > loss_disc_real_4: 0.2309301197528839 (0.2218608021736145) | > loss_disc_real_5: 0.19399867951869965 (0.24129780232906342) | > loss_0: 2.2263524532318115 (2.2354413270950317) | > loss_gen: 2.6260557174682617 (2.6176009654998778) | > loss_kl: 2.10310959815979 (2.054809498786926) | > loss_feat: 5.662508964538574 (6.461027145385742) | > loss_mel: 19.522974014282227 (19.623717880249025) | > loss_duration: 2.422276735305786 (2.3128684997558593) | > loss_1: 32.3369255065918 (33.07002410888672)  --> STEP: 6 | > loss_disc: 2.0624170303344727 (2.2066039443016052) | > loss_disc_real_0: 0.12729781866073608 (0.12101334209243457) | > loss_disc_real_1: 0.16742254793643951 (0.21284824113051096) | > loss_disc_real_2: 0.28196078538894653 (0.2615917573372523) | > loss_disc_real_3: 0.2298009693622589 (0.2295555497209231) | > loss_disc_real_4: 0.2541508972644806 (0.22724248468875885) | > loss_disc_real_5: 0.25866568088531494 (0.24419244875510535) | > loss_0: 2.0624170303344727 (2.2066039443016052) | > loss_gen: 3.0057311058044434 (2.6822893222173056) | > loss_kl: 1.756455421447754 (2.0050838192303977) | > loss_feat: 6.494693756103516 (6.466638247172038) | > loss_mel: 21.068910598754883 (19.864583333333332) | > loss_duration: 2.1780056953430176 (2.2903913656870523) | > loss_1: 34.5037956237793 (33.308986028035484)  --> STEP: 7 | > loss_disc: 2.512693166732788 (2.2503309760774886) | > loss_disc_real_0: 0.08435114473104477 (0.11577588532652174) | > loss_disc_real_1: 0.3308353126049042 (0.2297035370554243) | > loss_disc_real_2: 0.25441452860832214 (0.2605664389474051) | > loss_disc_real_3: 0.25845709443092346 (0.23368434182235173) | > loss_disc_real_4: 0.2876219153404236 (0.23586811763899668) | > loss_disc_real_5: 0.26315435767173767 (0.2469012928860528) | > loss_0: 2.512693166732788 (2.2503309760774886) | > loss_gen: 2.474548578262329 (2.6526120730808804) | > loss_kl: 2.6099531650543213 (2.0914937257766724) | > loss_feat: 5.192776679992676 (6.284658023289272) | > loss_mel: 18.96579933166504 (19.73618561880929) | > loss_duration: 2.4171454906463623 (2.3084990978240967) | > loss_1: 31.660221099853516 (33.073448181152344)  --> STEP: 8 | > loss_disc: 2.066589832305908 (2.227363333106041) | > loss_disc_real_0: 0.11047811806201935 (0.11511366441845894) | > loss_disc_real_1: 0.19425387680530548 (0.22527232952415943) | > loss_disc_real_2: 0.15072299540042877 (0.24683600850403306) | > loss_disc_real_3: 0.21212151646614075 (0.23098898865282536) | > loss_disc_real_4: 0.20296530425548553 (0.23175526596605778) | > loss_disc_real_5: 0.2673002779483795 (0.24945116601884365) | > loss_0: 2.066589832305908 (2.227363333106041) | > loss_gen: 2.6178536415100098 (2.6482672691345215) | > loss_kl: 2.5478060245513916 (2.1485327631235123) | > loss_feat: 7.469021320343018 (6.43270343542099) | > loss_mel: 20.92365837097168 (19.88461971282959) | > loss_duration: 2.1748154163360596 (2.291788637638092) | > loss_1: 35.733158111572266 (33.405911922454834)  --> STEP: 9 | > loss_disc: 2.0418708324432373 (2.206753055254618) | > loss_disc_real_0: 0.15523836016654968 (0.11957196394602458) | > loss_disc_real_1: 0.1277916580438614 (0.21444114380412632) | > loss_disc_real_2: 0.22099512815475464 (0.2439647995763355) | > loss_disc_real_3: 0.274184912443161 (0.23578853574064043) | > loss_disc_real_4: 0.1430409848690033 (0.2218981236219406) | > loss_disc_real_5: 0.2240847498178482 (0.24663267532984415) | > loss_0: 2.0418708324432373 (2.206753055254618) | > loss_gen: 2.7575488090515137 (2.6604096624586315) | > loss_kl: 1.8947113752365112 (2.120330386691623) | > loss_feat: 9.043415069580078 (6.722782505883111) | > loss_mel: 21.792463302612305 (20.096602333916557) | > loss_duration: 2.1123268604278564 (2.271848440170288) | > loss_1: 37.600467681884766 (33.8719736735026)  --> STEP: 10 | > loss_disc: 2.737553119659424 (2.259833061695099) | > loss_disc_real_0: 0.1468738615512848 (0.12230215370655059) | > loss_disc_real_1: 0.3702373504638672 (0.2300207644701004) | > loss_disc_real_2: 0.31355178356170654 (0.25092349797487257) | > loss_disc_real_3: 0.29160070419311523 (0.24136975258588791) | > loss_disc_real_4: 0.28399208188056946 (0.2281075194478035) | > loss_disc_real_5: 0.27308031916618347 (0.2492774397134781) | > loss_0: 2.737553119659424 (2.259833061695099) | > loss_gen: 2.5491600036621094 (2.6492846965789796) | > loss_kl: 1.8626335859298706 (2.094560706615448) | > loss_feat: 2.894017457962036 (6.339906001091004) | > loss_mel: 10.5487060546875 (19.14181270599365) | > loss_duration: 2.344759702682495 (2.2791395664215086) | > loss_1: 20.199275970458984 (32.50470390319824)  --> STEP: 11 | > loss_disc: 1.8307287693023682 (2.220823580568487) | > loss_disc_real_0: 0.12891317903995514 (0.12290315600958737) | > loss_disc_real_1: 0.19374074041843414 (0.22672258046540347) | > loss_disc_real_2: 0.2951022684574127 (0.2549397498369217) | > loss_disc_real_3: 0.1640768200159073 (0.2343431223522533) | > loss_disc_real_4: 0.1340903490781784 (0.21956050395965576) | > loss_disc_real_5: 0.1956799179315567 (0.2444049377333034) | > loss_0: 1.8307287693023682 (2.220823580568487) | > loss_gen: 3.288989543914795 (2.7074396827004175) | > loss_kl: 2.436269998550415 (2.125625187700445) | > loss_feat: 9.214594841003418 (6.60124135017395) | > loss_mel: 20.15733528137207 (19.234132940118965) | > loss_duration: 2.448967218399048 (2.294578443874012) | > loss_1: 37.54615783691406 (32.963017897172406)  --> STEP: 12 | > loss_disc: 2.344540596008301 (2.2311333318551383) | > loss_disc_real_0: 0.06695625931024551 (0.11824091461797555) | > loss_disc_real_1: 0.2610264718532562 (0.22958123808105788) | > loss_disc_real_2: 0.31425797939300537 (0.259882935633262) | > loss_disc_real_3: 0.2778950035572052 (0.2379724457859993) | > loss_disc_real_4: 0.2739163637161255 (0.22409015893936157) | > loss_disc_real_5: 0.2870127260684967 (0.2479555867612362) | > loss_0: 2.344540596008301 (2.2311333318551383) | > loss_gen: 2.6868035793304443 (2.705720007419586) | > loss_kl: 2.458714008331299 (2.153382589419683) | > loss_feat: 5.921706676483154 (6.5446134606997175) | > loss_mel: 19.421918869018555 (19.249781767527264) | > loss_duration: 2.2176589965820312 (2.288168489933014) | > loss_1: 32.70680236816406 (32.94166660308838)  --> STEP: 13 | > loss_disc: 2.3332347869873047 (2.238987289942228) | > loss_disc_real_0: 0.13902945816516876 (0.11984003335237503) | > loss_disc_real_1: 0.2904891073703766 (0.23426645879562086) | > loss_disc_real_2: 0.3083116114139557 (0.26360821838562304) | > loss_disc_real_3: 0.27147045731544495 (0.24054921590364897) | > loss_disc_real_4: 0.23265628516674042 (0.224749091726083) | > loss_disc_real_5: 0.38571181893348694 (0.25855222000525546) | > loss_0: 2.3332347869873047 (2.238987289942228) | > loss_gen: 2.9659743309020996 (2.7257395707643948) | > loss_kl: 1.434120774269104 (2.098054757485023) | > loss_feat: 5.587876796722412 (6.471018332701463) | > loss_mel: 18.647541046142578 (19.20345555818998) | > loss_duration: 2.143829345703125 (2.277065478838407) | > loss_1: 30.779342651367188 (32.77533399141752)  --> STEP: 14 | > loss_disc: 2.4496357440948486 (2.2540336080959866) | > loss_disc_real_0: 0.18076208233833313 (0.12419160827994347) | > loss_disc_real_1: 0.12181877344846725 (0.22623448127082416) | > loss_disc_real_2: 0.3028888404369354 (0.26641397710357395) | > loss_disc_real_3: 0.2730092406272888 (0.24286778909819468) | > loss_disc_real_4: 0.2555757462978363 (0.2269509956240654) | > loss_disc_real_5: 0.2400764673948288 (0.257232523390225) | > loss_0: 2.4496357440948486 (2.2540336080959866) | > loss_gen: 2.580522298812866 (2.715366908482143) | > loss_kl: 2.1966190338134766 (2.1050950629370555) | > loss_feat: 6.347954273223877 (6.462228042738778) | > loss_mel: 22.495622634887695 (19.438610349382675) | > loss_duration: 2.3515188694000244 (2.2823835781642368) | > loss_1: 35.97223663330078 (33.003684180123464)  --> STEP: 15 | > loss_disc: 2.7064929008483887 (2.2841975609461467) | > loss_disc_real_0: 0.2245100438594818 (0.13087950398524603) | > loss_disc_real_1: 0.13693824410438538 (0.22028139879306158) | > loss_disc_real_2: 0.3049699068069458 (0.2689843724171321) | > loss_disc_real_3: 0.31537768244743347 (0.2477017819881439) | > loss_disc_real_4: 0.22150127589702606 (0.22658768097559612) | > loss_disc_real_5: 0.3404330015182495 (0.2627792219320933) | > loss_0: 2.7064929008483887 (2.2841975609461467) | > loss_gen: 2.370108127593994 (2.692349656422933) | > loss_kl: 2.4576542377471924 (2.128599007924398) | > loss_feat: 8.424846649169922 (6.593069283167521) | > loss_mel: 21.548410415649414 (19.57926368713379) | > loss_duration: 2.2736878395080566 (2.281803862253825) | > loss_1: 37.074710845947266 (33.27508595784505)  --> STEP: 16 | > loss_disc: 2.1680877208709717 (2.276940695941448) | > loss_disc_real_0: 0.05496855080127716 (0.12613506941124797) | > loss_disc_real_1: 0.2561463415622711 (0.22252295771613717) | > loss_disc_real_2: 0.27137845754623413 (0.26913400273770094) | > loss_disc_real_3: 0.2337563931941986 (0.24683019518852234) | > loss_disc_real_4: 0.21345683932304382 (0.2257670033723116) | > loss_disc_real_5: 0.17672862112522125 (0.2574010593816638) | > loss_0: 2.1680877208709717 (2.276940695941448) | > loss_gen: 2.6288139820098877 (2.6883786767721176) | > loss_kl: 2.4244678020477295 (2.147090807557106) | > loss_feat: 8.779374122619629 (6.729713335633278) | > loss_mel: 19.887338638305664 (19.59851837158203) | > loss_duration: 2.339094877243042 (2.285384550690651) | > loss_1: 36.05908966064453 (33.44908618927002)  --> STEP: 17 | > loss_disc: 2.489271879196167 (2.289430765544667) | > loss_disc_real_0: 0.10730820894241333 (0.1250276070307283) | > loss_disc_real_1: 0.24596548080444336 (0.22390192966250813) | > loss_disc_real_2: 0.3032807409763336 (0.271142634398797) | > loss_disc_real_3: 0.2492333948612213 (0.24697155987515168) | > loss_disc_real_4: 0.28318411111831665 (0.22914448029854717) | > loss_disc_real_5: 0.31142374873161316 (0.26057886463754315) | > loss_0: 2.489271879196167 (2.289430765544667) | > loss_gen: 2.540555000305176 (2.679683166391709) | > loss_kl: 1.8589171171188354 (2.1301394140019134) | > loss_feat: 5.161159038543701 (6.637445435804479) | > loss_mel: 18.762601852416992 (19.549346811631146) | > loss_duration: 2.405587673187256 (2.292455322602216) | > loss_1: 30.728822708129883 (33.289070690379425)  --> STEP: 18 | > loss_disc: 2.041940689086914 (2.2756813168525696) | > loss_disc_real_0: 0.05256468057632446 (0.12100188889437252) | > loss_disc_real_1: 0.1702115684747696 (0.22091913181874487) | > loss_disc_real_2: 0.2320326715707779 (0.26896985868612927) | > loss_disc_real_3: 0.20962996780872345 (0.24489702698257235) | > loss_disc_real_4: 0.2076287716627121 (0.2279491631521119) | > loss_disc_real_5: 0.30753442645072937 (0.263187506960498) | > loss_0: 2.041940689086914 (2.2756813168525696) | > loss_gen: 2.91876220703125 (2.6929653353161283) | > loss_kl: 2.3608815670013428 (2.142958422501882) | > loss_feat: 10.045106887817383 (6.826759960916307) | > loss_mel: 19.757648468017578 (19.560919125874836) | > loss_duration: 2.2072131633758545 (2.28771964708964) | > loss_1: 37.28961181640625 (33.51132297515869)  --> STEP: 19 | > loss_disc: 2.097808361053467 (2.2663195823368274) | > loss_disc_real_0: 0.0936037003993988 (0.11955987897358443) | > loss_disc_real_1: 0.14501160383224487 (0.2169239987668238) | > loss_disc_real_2: 0.28982478380203247 (0.2700674863238084) | > loss_disc_real_3: 0.18690533936023712 (0.24184483289718628) | > loss_disc_real_4: 0.21629557013511658 (0.22733581615121742) | > loss_disc_real_5: 0.22839701175689697 (0.2613564282655716) | > loss_0: 2.097808361053467 (2.2663195823368274) | > loss_gen: 2.7748115062713623 (2.6972730285242985) | > loss_kl: 2.006044626235962 (2.135752433224728) | > loss_feat: 8.715954780578613 (6.926191267214324) | > loss_mel: 20.994979858398438 (19.636396006533975) | > loss_duration: 2.3151590824127197 (2.289163827896118) | > loss_1: 36.806949615478516 (33.68477700885973)  --> STEP: 20 | > loss_disc: 2.1702966690063477 (2.261518436670303) | > loss_disc_real_0: 0.12497769296169281 (0.11983076967298985) | > loss_disc_real_1: 0.1639358401298523 (0.21427459083497524) | > loss_disc_real_2: 0.334809273481369 (0.2733045756816864) | > loss_disc_real_3: 0.2558884918689728 (0.2425470158457756) | > loss_disc_real_4: 0.22860388457775116 (0.2273992195725441) | > loss_disc_real_5: 0.31568825244903564 (0.2640730194747448) | > loss_0: 2.1702966690063477 (2.261518436670303) | > loss_gen: 2.886849880218506 (2.7067518711090086) | > loss_kl: 1.957802414894104 (2.126854932308197) | > loss_feat: 6.117643356323242 (6.885763871669769) | > loss_mel: 19.42548942565918 (19.625850677490234) | > loss_duration: 2.3347067832946777 (2.2914409756660463) | > loss_1: 32.72249221801758 (33.636662769317624)  --> STEP: 21 | > loss_disc: 2.2024877071380615 (2.2587074495497204) | > loss_disc_real_0: 0.09647460281848907 (0.11871857125134695) | > loss_disc_real_1: 0.2747884690761566 (0.2171562040845553) | > loss_disc_real_2: 0.22556017339229584 (0.2710310327155249) | > loss_disc_real_3: 0.177475243806839 (0.23944836003439768) | > loss_disc_real_4: 0.21032236516475677 (0.22658603602931612) | > loss_disc_real_5: 0.22587497532367706 (0.2622540649913606) | > loss_0: 2.2024877071380615 (2.2587074495497204) | > loss_gen: 2.574838161468506 (2.7004702658880326) | > loss_kl: 2.2039108276367188 (2.1305242606571744) | > loss_feat: 6.758426189422607 (6.879700172515142) | > loss_mel: 17.5748348236084 (19.528183255876815) | > loss_duration: 2.2098443508148193 (2.287555422101702) | > loss_1: 31.321855545043945 (33.52643385387602)  --> STEP: 22 | > loss_disc: 1.9236786365509033 (2.2434788671406833) | > loss_disc_real_0: 0.09364627301692963 (0.11757892133160071) | > loss_disc_real_1: 0.1846664696931839 (0.2156793979758566) | > loss_disc_real_2: 0.16292442381381989 (0.26611709594726557) | > loss_disc_real_3: 0.21311160922050476 (0.23825123499740253) | > loss_disc_real_4: 0.19270218908786774 (0.22504586116834122) | > loss_disc_real_5: 0.18137629330158234 (0.2585778026418252) | > loss_0: 1.9236786365509033 (2.2434788671406833) | > loss_gen: 2.8879096508026123 (2.7089902379296045) | > loss_kl: 1.8186784982681274 (2.1163494532758538) | > loss_feat: 8.723523139953613 (6.9635103073987095) | > loss_mel: 20.210020065307617 (19.55917583812367) | > loss_duration: 2.156742811203003 (2.281609394333579) | > loss_1: 35.796875 (33.62963572415438)  --> STEP: 23 | > loss_disc: 2.4958271980285645 (2.254450533701026) | > loss_disc_real_0: 0.14411982893943787 (0.11873287383628928) | > loss_disc_real_1: 0.25069698691368103 (0.21720190184271854) | > loss_disc_real_2: 0.28369972109794617 (0.26688155791033863) | > loss_disc_real_3: 0.2311030775308609 (0.2379404455423355) | > loss_disc_real_4: 0.23101800680160522 (0.22530551967413529) | > loss_disc_real_5: 0.28334254026412964 (0.2596545303645341) | > loss_0: 2.4958271980285645 (2.254450533701026) | > loss_gen: 2.445690870285034 (2.6975424393363623) | > loss_kl: 2.309694528579712 (2.1247557608977607) | > loss_feat: 5.543701648712158 (6.901779496151468) | > loss_mel: 19.008296966552734 (19.535224582837976) | > loss_duration: 2.264904499053955 (2.2808830945388125) | > loss_1: 31.572288513183594 (33.540185845416524)  --> STEP: 24 | > loss_disc: 2.2095069885253906 (2.2525778859853745) | > loss_disc_real_0: 0.103361576795578 (0.11809240312625964) | > loss_disc_real_1: 0.23984655737876892 (0.21814542915672064) | > loss_disc_real_2: 0.3636852502822876 (0.27091504509250314) | > loss_disc_real_3: 0.3390130400657654 (0.24215180364747843) | > loss_disc_real_4: 0.2522334158420563 (0.22642751534779867) | > loss_disc_real_5: 0.23721109330654144 (0.25871938715378445) | > loss_0: 2.2095069885253906 (2.2525778859853745) | > loss_gen: 3.2825732231140137 (2.7219187219937644) | > loss_kl: 2.6031298637390137 (2.144688015182813) | > loss_feat: 7.085784435272217 (6.909446368614833) | > loss_mel: 19.060768127441406 (19.515455563863117) | > loss_duration: 2.4069786071777344 (2.286137074232101) | > loss_1: 34.43923568725586 (33.577646255493164)  --> STEP: 25 | > loss_disc: 2.344191074371338 (2.256242413520813) | > loss_disc_real_0: 0.0972701907157898 (0.11725951462984086) | > loss_disc_real_1: 0.2004544585943222 (0.2174377903342247) | > loss_disc_real_2: 0.32858651876449585 (0.27322190403938285) | > loss_disc_real_3: 0.2530137896537781 (0.24258628308773042) | > loss_disc_real_4: 0.2118644267320633 (0.22584499180316925) | > loss_disc_real_5: 0.2567167282104492 (0.25863928079605103) | > loss_0: 2.344191074371338 (2.256242413520813) | > loss_gen: 2.828105926513672 (2.7261662101745605) | > loss_kl: 2.3392066955566406 (2.152468762397766) | > loss_feat: 8.073073387145996 (6.9559914493560795) | > loss_mel: 18.73152732849121 (19.484098434448242) | > loss_duration: 2.3254458904266357 (2.287709426879882) | > loss_1: 34.297359466552734 (33.60643478393555)  --> STEP: 26 | > loss_disc: 2.8580455780029297 (2.2793886890778174) | > loss_disc_real_0: 0.26581984758377075 (0.12297337358960739) | > loss_disc_real_1: 0.28764608502388 (0.2201381093607499) | > loss_disc_real_2: 0.3152035176753998 (0.27483658148692197) | > loss_disc_real_3: 0.247123584151268 (0.24276079466709724) | > loss_disc_real_4: 0.20373398065567017 (0.2249945682974962) | > loss_disc_real_5: 0.3271816372871399 (0.2612755252764775) | > loss_0: 2.8580455780029297 (2.2793886890778174) | > loss_gen: 2.1253092288970947 (2.7030563262792735) | > loss_kl: 1.9751036167144775 (2.145647026025332) | > loss_feat: 4.8331170082092285 (6.874342432388892) | > loss_mel: 12.608346939086914 (19.219646453857422) | > loss_duration: 2.232637405395508 (2.285591272207406) | > loss_1: 23.77451515197754 (33.22828402886024) --> EVAL PERFORMANCE | > avg_loader_time: 0.002373365255502554 (+7.915496826171918e-05) | > avg_loss_disc: 2.2793886890778174 (+0.0075075901471644) | > avg_loss_disc_real_0: 0.12297337358960739 (+0.005488564475224569) | > avg_loss_disc_real_1: 0.2201381093607499 (+0.12497540334096321) | > avg_loss_disc_real_2: 0.27483658148692197 (+0.05969397494426132) | > avg_loss_disc_real_3: 0.24276079466709724 (+0.0005123598071244961) | > avg_loss_disc_real_4: 0.2249945682974962 (+0.003700359079700233) | > avg_loss_disc_real_5: 0.2612755252764775 (+0.018484195264486192) | > avg_loss_0: 2.2793886890778174 (+0.0075075901471644) | > avg_loss_gen: 2.7030563262792735 (+0.20099572951977063) | > avg_loss_kl: 2.145647026025332 (+0.05960331971828747) | > avg_loss_feat: 6.874342432388892 (-0.8838503085649938) | > avg_loss_mel: 19.219646453857422 (-0.910305793468769) | > avg_loss_duration: 2.285591272207406 (+0.015631437301634854) | > avg_loss_1: 33.22828402886024 (-1.5179255558894127)  > EPOCH: 138/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 20:59:23)   --> TIME: 2024-06-10 20:59:27 -- STEP: 9/330 -- GLOBAL_STEP: 133550 | > loss_disc: 2.2954514026641846 (2.319620238410102) | > loss_disc_real_0: 0.14422330260276794 (0.11878155006302728) | > loss_disc_real_1: 0.2114865630865097 (0.20474683576160008) | > loss_disc_real_2: 0.21669355034828186 (0.21434283256530762) | > loss_disc_real_3: 0.20699097216129303 (0.21938862072096932) | > loss_disc_real_4: 0.19586436450481415 (0.21345412896739113) | > loss_disc_real_5: 0.1746399700641632 (0.22866739829381308) | > loss_0: 2.2954514026641846 (2.319620238410102) | > grad_norm_0: tensor(16.8099, device='cuda:0') (tensor(14.1165, device='cuda:0')) | > loss_gen: 2.437582492828369 (2.4598528014289007) | > loss_kl: 1.7219926118850708 (1.6705821487638686) | > loss_feat: 7.033559799194336 (6.712471644083659) | > loss_mel: 19.831146240234375 (19.947970496283638) | > loss_duration: 2.23905348777771 (2.2826461791992188) | > loss_1: 33.26333236694336 (33.0735232035319) | > grad_norm_1: tensor(54.8881, device='cuda:0') (tensor(104.1241, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3352 (0.3420169883304172) | > loader_time: 0.0035 (0.002980179256863064)  --> TIME: 2024-06-10 20:59:36 -- STEP: 34/330 -- GLOBAL_STEP: 133575 | > loss_disc: 2.220649480819702 (2.2691916437710034) | > loss_disc_real_0: 0.09251400828361511 (0.11425217000000618) | > loss_disc_real_1: 0.20446766912937164 (0.202505284372498) | > loss_disc_real_2: 0.19701692461967468 (0.21182953434831955) | > loss_disc_real_3: 0.2187168449163437 (0.21815239988705692) | > loss_disc_real_4: 0.1813197284936905 (0.21651689664405935) | > loss_disc_real_5: 0.19993090629577637 (0.2129215146688854) | > loss_0: 2.220649480819702 (2.2691916437710034) | > grad_norm_0: tensor(4.7336, device='cuda:0') (tensor(10.5358, device='cuda:0')) | > loss_gen: 2.6619746685028076 (2.5531380597282856) | > loss_kl: 1.7887440919876099 (1.6818487959749557) | > loss_feat: 8.340368270874023 (7.136042552835801) | > loss_mel: 20.660493850708008 (19.863862374249628) | > loss_duration: 2.114564895629883 (2.1379986370311066) | > loss_1: 35.56614685058594 (33.37289047241211) | > grad_norm_1: tensor(60.6138, device='cuda:0') (tensor(117.9466, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.352 (0.3454359208836275) | > loader_time: 0.0033 (0.0032417774200439453)  --> TIME: 2024-06-10 20:59:45 -- STEP: 59/330 -- GLOBAL_STEP: 133600 | > loss_disc: 2.1741833686828613 (2.2425197868023883) | > loss_disc_real_0: 0.0835348516702652 (0.11236750157707828) | > loss_disc_real_1: 0.20706193149089813 (0.20005566386853235) | > loss_disc_real_2: 0.23910751938819885 (0.21022108096187397) | > loss_disc_real_3: 0.22571560740470886 (0.2196004246756182) | > loss_disc_real_4: 0.20659129321575165 (0.21435333131733586) | > loss_disc_real_5: 0.21231622993946075 (0.21051546299861648) | > loss_0: 2.1741833686828613 (2.2425197868023883) | > grad_norm_0: tensor(9.0047, device='cuda:0') (tensor(10.3452, device='cuda:0')) | > loss_gen: 2.718536615371704 (2.5858877796237754) | > loss_kl: 1.4703609943389893 (1.6671250290789847) | > loss_feat: 7.403250694274902 (7.320599564051224) | > loss_mel: 18.87600326538086 (19.877111014673265) | > loss_duration: 2.019705057144165 (2.10118544707864) | > loss_1: 32.487857818603516 (33.551908751665536) | > grad_norm_1: tensor(92.6898, device='cuda:0') (tensor(128.8551, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3727 (0.34954861463126496) | > loader_time: 0.0043 (0.003418279906450692)  --> TIME: 2024-06-10 20:59:54 -- STEP: 84/330 -- GLOBAL_STEP: 133625 | > loss_disc: 2.2906246185302734 (2.24953822294871) | > loss_disc_real_0: 0.11221934854984283 (0.1130847865272136) | > loss_disc_real_1: 0.1814592480659485 (0.20017378191862786) | > loss_disc_real_2: 0.20123843848705292 (0.21145495080522128) | > loss_disc_real_3: 0.21988730132579803 (0.22129342811448233) | > loss_disc_real_4: 0.2099018394947052 (0.21506805451852934) | > loss_disc_real_5: 0.18647335469722748 (0.211352711809533) | > loss_0: 2.2906246185302734 (2.24953822294871) | > grad_norm_0: tensor(26.0519, device='cuda:0') (tensor(12.2394, device='cuda:0')) | > loss_gen: 2.5496788024902344 (2.596222162246703) | > loss_kl: 1.5125764608383179 (1.6544657803717113) | > loss_feat: 7.736418724060059 (7.3814189320518855) | > loss_mel: 20.457462310791016 (19.868859268370137) | > loss_duration: 2.1490821838378906 (2.0867198279925754) | > loss_1: 34.405216217041016 (33.58768578938076) | > grad_norm_1: tensor(226.1338, device='cuda:0') (tensor(154.4337, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3494 (0.35129227524711965) | > loader_time: 0.004 (0.0035379926363627114)  --> TIME: 2024-06-10 21:00:03 -- STEP: 109/330 -- GLOBAL_STEP: 133650 | > loss_disc: 2.2752132415771484 (2.247020128670088) | > loss_disc_real_0: 0.15961408615112305 (0.11380168734067077) | > loss_disc_real_1: 0.20564870536327362 (0.19776799974091555) | > loss_disc_real_2: 0.20006249845027924 (0.21109807833072242) | > loss_disc_real_3: 0.20592276751995087 (0.22035095792844756) | > loss_disc_real_4: 0.25758644938468933 (0.21595877559360013) | > loss_disc_real_5: 0.22961188852787018 (0.2109919455620127) | > loss_0: 2.2752132415771484 (2.247020128670088) | > grad_norm_0: tensor(14.3772, device='cuda:0') (tensor(13.3722, device='cuda:0')) | > loss_gen: 2.6108803749084473 (2.6060532189290453) | > loss_kl: 1.5457055568695068 (1.6383398519743473) | > loss_feat: 7.265048980712891 (7.404957626937726) | > loss_mel: 19.921728134155273 (19.844374157966833) | > loss_duration: 2.0101704597473145 (2.0831154136482724) | > loss_1: 33.35353469848633 (33.57684021696036) | > grad_norm_1: tensor(90.7811, device='cuda:0') (tensor(165.3177, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3546 (0.35314713049372404) | > loader_time: 0.0038 (0.003595395919379838)  --> TIME: 2024-06-10 21:00:12 -- STEP: 134/330 -- GLOBAL_STEP: 133675 | > loss_disc: 2.2406017780303955 (2.260034993513306) | > loss_disc_real_0: 0.1339367926120758 (0.11560205820558676) | > loss_disc_real_1: 0.18694700300693512 (0.19946688914032124) | > loss_disc_real_2: 0.20260843634605408 (0.21233457137844455) | > loss_disc_real_3: 0.24795500934123993 (0.22072193649277758) | > loss_disc_real_4: 0.21864338219165802 (0.21594813855281517) | > loss_disc_real_5: 0.21023212373256683 (0.21144946342083945) | > loss_0: 2.2406017780303955 (2.260034993513306) | > grad_norm_0: tensor(9.1803, device='cuda:0') (tensor(14.8329, device='cuda:0')) | > loss_gen: 2.6805641651153564 (2.6025770208728845) | > loss_kl: 1.4318416118621826 (1.6304097460277045) | > loss_feat: 7.56990385055542 (7.392901886754961) | > loss_mel: 20.18130874633789 (19.856151751617894) | > loss_duration: 2.086003303527832 (2.082402384103234) | > loss_1: 33.949623107910156 (33.56444291926142) | > grad_norm_1: tensor(243.0338, device='cuda:0') (tensor(182.0797, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3828 (0.35519784422063116) | > loader_time: 0.0041 (0.0037125028781036834)  --> TIME: 2024-06-10 21:00:22 -- STEP: 159/330 -- GLOBAL_STEP: 133700 | > loss_disc: 2.2348783016204834 (2.269584969154694) | > loss_disc_real_0: 0.10739032924175262 (0.11594508574256357) | > loss_disc_real_1: 0.17003388702869415 (0.20042612061560527) | > loss_disc_real_2: 0.21491581201553345 (0.21404744544119206) | > loss_disc_real_3: 0.21681369841098785 (0.22297430797567908) | > loss_disc_real_4: 0.21099796891212463 (0.2166814109626806) | > loss_disc_real_5: 0.19818933308124542 (0.21205128054573852) | > loss_0: 2.2348783016204834 (2.269584969154694) | > grad_norm_0: tensor(36.7855, device='cuda:0') (tensor(15.2253, device='cuda:0')) | > loss_gen: 2.507122039794922 (2.5985310422549452) | > loss_kl: 1.695196509361267 (1.633514718439594) | > loss_feat: 7.4574079513549805 (7.391806782416578) | > loss_mel: 19.220367431640625 (19.84682024349957) | > loss_duration: 2.0705740451812744 (2.0824168478168033) | > loss_1: 32.95066833496094 (33.55308975363677) | > grad_norm_1: tensor(351.2167, device='cuda:0') (tensor(187.9097, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3809 (0.3595165381641508) | > loader_time: 0.0042 (0.0038184939690355984)  --> TIME: 2024-06-10 21:00:32 -- STEP: 184/330 -- GLOBAL_STEP: 133725 | > loss_disc: 2.25128173828125 (2.2612841867882274) | > loss_disc_real_0: 0.09538769721984863 (0.11541184467142043) | > loss_disc_real_1: 0.17536155879497528 (0.1995966076526953) | > loss_disc_real_2: 0.2752538323402405 (0.21394017087700573) | > loss_disc_real_3: 0.22030313313007355 (0.22175140516913455) | > loss_disc_real_4: 0.21516504883766174 (0.21555359936926677) | > loss_disc_real_5: 0.21633373200893402 (0.21102221593584702) | > loss_0: 2.25128173828125 (2.2612841867882274) | > grad_norm_0: tensor(19.5794, device='cuda:0') (tensor(16.1762, device='cuda:0')) | > loss_gen: 2.8040499687194824 (2.6133808299251213) | > loss_kl: 1.6756728887557983 (1.6401944924955782) | > loss_feat: 8.12649917602539 (7.435912619466367) | > loss_mel: 19.365602493286133 (19.805781996768467) | > loss_duration: 2.093660593032837 (2.0872319016767578) | > loss_1: 34.065486907958984 (33.58250196083729) | > grad_norm_1: tensor(135.5949, device='cuda:0') (tensor(199.5574, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3927 (0.3630931597688924) | > loader_time: 0.0053 (0.0039444682390793505)  --> TIME: 2024-06-10 21:00:42 -- STEP: 209/330 -- GLOBAL_STEP: 133750 | > loss_disc: 2.0817463397979736 (2.2519894205212028) | > loss_disc_real_0: 0.10769083350896835 (0.11577824524572591) | > loss_disc_real_1: 0.1909584105014801 (0.19973541404071607) | > loss_disc_real_2: 0.16441020369529724 (0.2128241725230331) | > loss_disc_real_3: 0.20145046710968018 (0.22111016183948973) | > loss_disc_real_4: 0.1928788721561432 (0.21460822816385608) | > loss_disc_real_5: 0.17117397487163544 (0.20964554315833955) | > loss_0: 2.0817463397979736 (2.2519894205212028) | > grad_norm_0: tensor(19.1295, device='cuda:0') (tensor(16.8097, device='cuda:0')) | > loss_gen: 2.7369909286499023 (2.624941353592575) | > loss_kl: 1.6317613124847412 (1.6477157567676746) | > loss_feat: 7.864740371704102 (7.488366982583224) | > loss_mel: 19.770626068115234 (19.77800471474681) | > loss_duration: 2.157355785369873 (2.092755738627967) | > loss_1: 34.161476135253906 (33.63178468549077) | > grad_norm_1: tensor(267.2031, device='cuda:0') (tensor(202.1104, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.3844 (0.3667734513442482) | > loader_time: 0.005 (0.0041156830399800715)  --> TIME: 2024-06-10 21:00:52 -- STEP: 234/330 -- GLOBAL_STEP: 133775 | > loss_disc: 2.2693474292755127 (2.249365821862832) | > loss_disc_real_0: 0.07306276261806488 (0.11504691291568625) | > loss_disc_real_1: 0.23346854746341705 (0.1998006917345218) | > loss_disc_real_2: 0.22079236805438995 (0.21284467497697243) | > loss_disc_real_3: 0.23858052492141724 (0.22103451950173092) | > loss_disc_real_4: 0.22224962711334229 (0.2143393711019785) | > loss_disc_real_5: 0.21408595144748688 (0.20923261548209393) | > loss_0: 2.2693474292755127 (2.249365821862832) | > grad_norm_0: tensor(22.3999, device='cuda:0') (tensor(18.1981, device='cuda:0')) | > loss_gen: 2.7089085578918457 (2.6371737871414567) | > loss_kl: 1.5225234031677246 (1.6487037137023404) | > loss_feat: 7.46402645111084 (7.517462282099276) | > loss_mel: 19.495990753173828 (19.746094051589328) | > loss_duration: 2.1615562438964844 (2.099762924716004) | > loss_1: 33.353004455566406 (33.64919690189195) | > grad_norm_1: tensor(462.2037, device='cuda:0') (tensor(216.9692, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.4113 (0.37068014470939964) | > loader_time: 0.0063 (0.0042413605584038635)  --> TIME: 2024-06-10 21:01:03 -- STEP: 259/330 -- GLOBAL_STEP: 133800 | > loss_disc: 2.1930112838745117 (2.2486789567129954) | > loss_disc_real_0: 0.0735299214720726 (0.1147222076488738) | > loss_disc_real_1: 0.20658916234970093 (0.200176024241337) | > loss_disc_real_2: 0.21788792312145233 (0.21316522532448345) | > loss_disc_real_3: 0.2469850480556488 (0.220849227663633) | > loss_disc_real_4: 0.19162769615650177 (0.21437696750099594) | > loss_disc_real_5: 0.215453639626503 (0.2088048696863145) | > loss_0: 2.1930112838745117 (2.2486789567129954) | > grad_norm_0: tensor(29.4444, device='cuda:0') (tensor(19.9948, device='cuda:0')) | > loss_gen: 2.797254800796509 (2.643537537931935) | > loss_kl: 1.5238221883773804 (1.6501433158933425) | > loss_feat: 7.711928844451904 (7.538694534522686) | > loss_mel: 19.73360824584961 (19.714146293728522) | > loss_duration: 2.2044687271118164 (2.106022419616523) | > loss_1: 33.97108459472656 (33.65254420571341) | > grad_norm_1: tensor(355.2386, device='cuda:0') (tensor(227.4422, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.4328 (0.37516785588503804) | > loader_time: 0.0071 (0.004385216355784059)  --> TIME: 2024-06-10 21:01:14 -- STEP: 284/330 -- GLOBAL_STEP: 133825 | > loss_disc: 2.2944557666778564 (2.2505258741513106) | > loss_disc_real_0: 0.15325725078582764 (0.11476478965716883) | > loss_disc_real_1: 0.21248279511928558 (0.2001073391399753) | > loss_disc_real_2: 0.2036590576171875 (0.2130316811233339) | > loss_disc_real_3: 0.23400510847568512 (0.2211585480352523) | > loss_disc_real_4: 0.20431207120418549 (0.21459007163492724) | > loss_disc_real_5: 0.2097732126712799 (0.20897486868878484) | > loss_0: 2.2944557666778564 (2.2505258741513106) | > grad_norm_0: tensor(38.3077, device='cuda:0') (tensor(20.9615, device='cuda:0')) | > loss_gen: 2.607747793197632 (2.643598538049509) | > loss_kl: 1.6554417610168457 (1.653026355824) | > loss_feat: 7.09293270111084 (7.543966934714518) | > loss_mel: 19.430702209472656 (19.67680900197635) | > loss_duration: 2.2049288749694824 (2.114329369135307) | > loss_1: 32.99175262451172 (33.63173031471141) | > grad_norm_1: tensor(370.2460, device='cuda:0') (tensor(246.5484, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.454 (0.38042155118055754) | > loader_time: 0.0063 (0.00454393658839481)  --> TIME: 2024-06-10 21:01:26 -- STEP: 309/330 -- GLOBAL_STEP: 133850 | > loss_disc: 2.2142279148101807 (2.2501272183020133) | > loss_disc_real_0: 0.07231728732585907 (0.1147541290323904) | > loss_disc_real_1: 0.2685829997062683 (0.20054131640199704) | > loss_disc_real_2: 0.21284428238868713 (0.21319340825273767) | > loss_disc_real_3: 0.21901573240756989 (0.22093927758989992) | > loss_disc_real_4: 0.2138182371854782 (0.21429400358192358) | > loss_disc_real_5: 0.20930834114551544 (0.20855773941984454) | > loss_0: 2.2142279148101807 (2.2501272183020133) | > grad_norm_0: tensor(14.8015, device='cuda:0') (tensor(22.0804, device='cuda:0')) | > loss_gen: 2.7129740715026855 (2.641612221122174) | > loss_kl: 1.6367002725601196 (1.656456182689728) | > loss_feat: 8.128949165344238 (7.563776363446874) | > loss_mel: 18.793994903564453 (19.62421007989681) | > loss_duration: 2.281210422515869 (2.1246262075060014) | > loss_1: 33.553829193115234 (33.61068116345448) | > grad_norm_1: tensor(641.9774, device='cuda:0') (tensor(258.8817, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.5029 (0.3882728518019987) | > loader_time: 0.008 (0.004741603116773092)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.127748966217041 (2.127748966217041) | > loss_disc_real_0: 0.08850459009408951 (0.08850459009408951) | > loss_disc_real_1: 0.13774274289608002 (0.13774274289608002) | > loss_disc_real_2: 0.17126573622226715 (0.17126573622226715) | > loss_disc_real_3: 0.2136075347661972 (0.2136075347661972) | > loss_disc_real_4: 0.24130097031593323 (0.24130097031593323) | > loss_disc_real_5: 0.19201451539993286 (0.19201451539993286) | > loss_0: 2.127748966217041 (2.127748966217041) | > loss_gen: 2.490267515182495 (2.490267515182495) | > loss_kl: 1.729932188987732 (1.729932188987732) | > loss_feat: 7.922932147979736 (7.922932147979736) | > loss_mel: 19.989681243896484 (19.989681243896484) | > loss_duration: 2.7474589347839355 (2.7474589347839355) | > loss_1: 34.880271911621094 (34.880271911621094)  --> STEP: 1 | > loss_disc: 2.1758930683135986 (2.1758930683135986) | > loss_disc_real_0: 0.04263190180063248 (0.04263190180063248) | > loss_disc_real_1: 0.19871525466442108 (0.19871525466442108) | > loss_disc_real_2: 0.1669035255908966 (0.1669035255908966) | > loss_disc_real_3: 0.2247074395418167 (0.2247074395418167) | > loss_disc_real_4: 0.24421049654483795 (0.24421049654483795) | > loss_disc_real_5: 0.2597813606262207 (0.2597813606262207) | > loss_0: 2.1758930683135986 (2.1758930683135986) | > loss_gen: 2.3972718715667725 (2.3972718715667725) | > loss_kl: 2.564701557159424 (2.564701557159424) | > loss_feat: 6.6233673095703125 (6.6233673095703125) | > loss_mel: 20.496854782104492 (20.496854782104492) | > loss_duration: 2.4384114742279053 (2.4384114742279053) | > loss_1: 34.520606994628906 (34.520606994628906)  --> STEP: 2 | > loss_disc: 2.423023223876953 (2.299458146095276) | > loss_disc_real_0: 0.14560800790786743 (0.09411995485424995) | > loss_disc_real_1: 0.25751855969429016 (0.22811690717935562) | > loss_disc_real_2: 0.245845764875412 (0.2063746452331543) | > loss_disc_real_3: 0.2929529547691345 (0.2588301971554756) | > loss_disc_real_4: 0.26878926157951355 (0.25649987906217575) | > loss_disc_real_5: 0.30726560950279236 (0.28352348506450653) | > loss_0: 2.423023223876953 (2.299458146095276) | > loss_gen: 2.8618016242980957 (2.629536747932434) | > loss_kl: 2.0420174598693848 (2.3033595085144043) | > loss_feat: 6.945250511169434 (6.784308910369873) | > loss_mel: 20.66047477722168 (20.578664779663086) | > loss_duration: 2.4170072078704834 (2.4277093410491943) | > loss_1: 34.926551818847656 (34.72357940673828)  --> STEP: 3 | > loss_disc: 2.227301836013794 (2.2754060427347818) | > loss_disc_real_0: 0.07536375522613525 (0.08786788831154506) | > loss_disc_real_1: 0.11216852068901062 (0.1894674450159073) | > loss_disc_real_2: 0.2724626064300537 (0.22840396563212076) | > loss_disc_real_3: 0.268972247838974 (0.2622108807166417) | > loss_disc_real_4: 0.24672465026378632 (0.2532414694627126) | > loss_disc_real_5: 0.2792309522628784 (0.2820926407972972) | > loss_0: 2.227301836013794 (2.2754060427347818) | > loss_gen: 2.5748109817504883 (2.6112948258717856) | > loss_kl: 1.5519474744796753 (2.052888830502828) | > loss_feat: 6.670959949493408 (6.746525923411052) | > loss_mel: 21.029163360595703 (20.728830973307293) | > loss_duration: 2.2171123027801514 (2.3575103282928467) | > loss_1: 34.04399490356445 (34.49705123901367)  --> STEP: 4 | > loss_disc: 2.4104509353637695 (2.309167265892029) | > loss_disc_real_0: 0.12776117026805878 (0.09784120880067348) | > loss_disc_real_1: 0.3074966371059418 (0.2189747430384159) | > loss_disc_real_2: 0.24381189048290253 (0.2322559468448162) | > loss_disc_real_3: 0.269269198179245 (0.26397546008229256) | > loss_disc_real_4: 0.23923029005527496 (0.2497386746108532) | > loss_disc_real_5: 0.26303407549858093 (0.2773279994726181) | > loss_0: 2.4104509353637695 (2.309167265892029) | > loss_gen: 2.6448466777801514 (2.619682788848877) | > loss_kl: 2.3928043842315674 (2.137867718935013) | > loss_feat: 6.864044189453125 (6.77590548992157) | > loss_mel: 20.975425720214844 (20.79047966003418) | > loss_duration: 2.2479019165039062 (2.3301082253456116) | > loss_1: 35.125022888183594 (34.65404415130615)  --> STEP: 5 | > loss_disc: 2.2816832065582275 (2.3036704540252684) | > loss_disc_real_0: 0.14274834096431732 (0.10682263523340225) | > loss_disc_real_1: 0.26495611667633057 (0.22817101776599885) | > loss_disc_real_2: 0.27617812156677246 (0.24104038178920745) | > loss_disc_real_3: 0.26467686891555786 (0.2641157418489456) | > loss_disc_real_4: 0.21351708471775055 (0.24249435663223268) | > loss_disc_real_5: 0.1755751669406891 (0.2569774329662323) | > loss_0: 2.2816832065582275 (2.3036704540252684) | > loss_gen: 2.740826368331909 (2.6439115047454833) | > loss_kl: 2.47855544090271 (2.206005263328552) | > loss_feat: 5.683359622955322 (6.557396316528321) | > loss_mel: 19.853002548217773 (20.6029842376709) | > loss_duration: 2.3676538467407227 (2.337617349624634) | > loss_1: 33.12339782714844 (34.34791488647461)  --> STEP: 6 | > loss_disc: 2.353611707687378 (2.3119939963022866) | > loss_disc_real_0: 0.08641506731510162 (0.10342137391368549) | > loss_disc_real_1: 0.30852633714675903 (0.24156357099612555) | > loss_disc_real_2: 0.2846406102180481 (0.24830708652734756) | > loss_disc_real_3: 0.38100364804267883 (0.28359705954790115) | > loss_disc_real_4: 0.2631720304489136 (0.24594063560167947) | > loss_disc_real_5: 0.26483485102653503 (0.2582870026429494) | > loss_0: 2.353611707687378 (2.3119939963022866) | > loss_gen: 2.8645331859588623 (2.6806817849477134) | > loss_kl: 1.940214991569519 (2.161706884702047) | > loss_feat: 6.235748291015625 (6.503788312276204) | > loss_mel: 19.0698184967041 (20.347456614176433) | > loss_duration: 2.1236724853515625 (2.3019598722457886) | > loss_1: 32.233985900878906 (33.99559338887533)  --> STEP: 7 | > loss_disc: 2.367602825164795 (2.3199381147112166) | > loss_disc_real_0: 0.11972296237945557 (0.10575017226593834) | > loss_disc_real_1: 0.2395067811012268 (0.24126974386828287) | > loss_disc_real_2: 0.28186821937561035 (0.2531015340770994) | > loss_disc_real_3: 0.29180556535720825 (0.28476970323494505) | > loss_disc_real_4: 0.2669602036476135 (0.2489434310368129) | > loss_disc_real_5: 0.27371522784233093 (0.26049103481428965) | > loss_0: 2.367602825164795 (2.3199381147112166) | > loss_gen: 2.6232552528381348 (2.672477994646345) | > loss_kl: 3.258470296859741 (2.318387372153146) | > loss_feat: 5.901425361633301 (6.417736462184361) | > loss_mel: 19.24093246459961 (20.189381735665457) | > loss_duration: 2.3333053588867188 (2.3064377989087785) | > loss_1: 33.357391357421875 (33.90442167009626)  --> STEP: 8 | > loss_disc: 2.5090866088867188 (2.3435816764831543) | > loss_disc_real_0: 0.11141841113567352 (0.10645870212465525) | > loss_disc_real_1: 0.1482241004705429 (0.22963903844356537) | > loss_disc_real_2: 0.2376486212015152 (0.25116991996765137) | > loss_disc_real_3: 0.32512545585632324 (0.2898141723126173) | > loss_disc_real_4: 0.2130616009235382 (0.24445820227265358) | > loss_disc_real_5: 0.23565423488616943 (0.2573864348232746) | > loss_0: 2.5090866088867188 (2.3435816764831543) | > loss_gen: 2.1488101482391357 (2.6070195138454437) | > loss_kl: 2.6205108165740967 (2.3561528027057648) | > loss_feat: 6.626466751098633 (6.443827748298645) | > loss_mel: 18.767961502075195 (20.011704206466675) | > loss_duration: 2.1741228103637695 (2.2898984253406525) | > loss_1: 32.33787155151367 (33.70860290527344)  --> STEP: 9 | > loss_disc: 2.394076347351074 (2.3491921954684787) | > loss_disc_real_0: 0.18079990148544312 (0.114718835386965) | > loss_disc_real_1: 0.25203603506088257 (0.2321275936232673) | > loss_disc_real_2: 0.3708238899707794 (0.2644648055235545) | > loss_disc_real_3: 0.37482672929763794 (0.2992600119776196) | > loss_disc_real_4: 0.29919105768203735 (0.250539630651474) | > loss_disc_real_5: 0.27090033888816833 (0.25888797971937394) | > loss_0: 2.394076347351074 (2.3491921954684787) | > loss_gen: 3.410224199295044 (2.696264478895399) | > loss_kl: 1.7773017883300781 (2.2918360233306885) | > loss_feat: 9.47318172454834 (6.780422634548611) | > loss_mel: 21.761877059936523 (20.206167856852215) | > loss_duration: 2.0633935928344727 (2.2647312217288547) | > loss_1: 38.48597717285156 (34.23942226833768)  --> STEP: 10 | > loss_disc: 2.27982759475708 (2.342255735397339) | > loss_disc_real_0: 0.18064378201961517 (0.12131133005023002) | > loss_disc_real_1: 0.3112247586250305 (0.2400373101234436) | > loss_disc_real_2: 0.3761475682258606 (0.2756330817937851) | > loss_disc_real_3: 0.23117119073867798 (0.29245112985372546) | > loss_disc_real_4: 0.25070059299468994 (0.2505557268857956) | > loss_disc_real_5: 0.21188101172447205 (0.25418728291988374) | > loss_0: 2.27982759475708 (2.342255735397339) | > loss_gen: 3.2724714279174805 (2.7538851737976073) | > loss_kl: 1.7653502225875854 (2.239187443256378) | > loss_feat: 8.3797025680542 (6.94035062789917) | > loss_mel: 19.709674835205078 (20.1565185546875) | > loss_duration: 2.2596588134765625 (2.2642239809036253) | > loss_1: 35.38685989379883 (34.35416603088379)  --> STEP: 11 | > loss_disc: 2.697261333465576 (2.3745289715853604) | > loss_disc_real_0: 0.16897591948509216 (0.1256444745443084) | > loss_disc_real_1: 0.20876485109329224 (0.23719435930252075) | > loss_disc_real_2: 0.20269757509231567 (0.2690025811845606) | > loss_disc_real_3: 0.3424033522605896 (0.2969922409816222) | > loss_disc_real_4: 0.28385841846466064 (0.25358324430205603) | > loss_disc_real_5: 0.26549139618873596 (0.2552149295806885) | > loss_0: 2.697261333465576 (2.3745289715853604) | > loss_gen: 2.276813268661499 (2.7105150006034155) | > loss_kl: 2.7098143100738525 (2.2819717038761484) | > loss_feat: 6.297049045562744 (6.881868665868586) | > loss_mel: 18.57024574279785 (20.012311935424805) | > loss_duration: 2.3608956336975098 (2.273012312975797) | > loss_1: 32.214820861816406 (34.15968010642312)  --> STEP: 12 | > loss_disc: 2.0343127250671387 (2.346177617708842) | > loss_disc_real_0: 0.03922891616821289 (0.11844317801296711) | > loss_disc_real_1: 0.21202680468559265 (0.23509706308444342) | > loss_disc_real_2: 0.2613270580768585 (0.26836295425891876) | > loss_disc_real_3: 0.2523036003112793 (0.29326818759242695) | > loss_disc_real_4: 0.1667536050081253 (0.24634744102756181) | > loss_disc_real_5: 0.18344725668430328 (0.2492342901726564) | > loss_0: 2.0343127250671387 (2.346177617708842) | > loss_gen: 2.800649642944336 (2.7180262207984924) | > loss_kl: 1.921797513961792 (2.251957188049952) | > loss_feat: 8.150116920471191 (6.987556020418803) | > loss_mel: 21.98052406311035 (20.176329612731934) | > loss_duration: 2.218526601791382 (2.268471837043762) | > loss_1: 37.07161331176758 (34.40234120686849)  --> STEP: 13 | > loss_disc: 2.378452777862549 (2.34866032233605) | > loss_disc_real_0: 0.09111863374710083 (0.11634128999251586) | > loss_disc_real_1: 0.32215261459350586 (0.24179364396975592) | > loss_disc_real_2: 0.3040230870246887 (0.2711060413947472) | > loss_disc_real_3: 0.2108922153711319 (0.286931574344635) | > loss_disc_real_4: 0.19937393069267273 (0.2427340940787242) | > loss_disc_real_5: 0.25082483887672424 (0.2493566400729693) | > loss_0: 2.378452777862549 (2.34866032233605) | > loss_gen: 2.5611822605133057 (2.705961300776555) | > loss_kl: 1.4200859069824219 (2.187967089506296) | > loss_feat: 6.330484390258789 (6.9370120488680325) | > loss_mel: 18.102846145629883 (20.016830884493313) | > loss_duration: 2.110304355621338 (2.2563051077035756) | > loss_1: 30.52490234375 (34.104076678936295)  --> STEP: 14 | > loss_disc: 2.1845033168792725 (2.33693482194628) | > loss_disc_real_0: 0.15066498517990112 (0.11879298250590052) | > loss_disc_real_1: 0.19601128995418549 (0.2385234758257866) | > loss_disc_real_2: 0.3441413640975952 (0.27632285015923636) | > loss_disc_real_3: 0.3011325001716614 (0.2879459261894226) | > loss_disc_real_4: 0.21071694791316986 (0.2404471550668989) | > loss_disc_real_5: 0.20007316768169403 (0.24583639204502106) | > loss_0: 2.1845033168792725 (2.33693482194628) | > loss_gen: 3.1467905044555664 (2.7374491010393416) | > loss_kl: 2.1696510314941406 (2.186658799648285) | > loss_feat: 8.52295207977295 (7.050293479646955) | > loss_mel: 19.386581420898438 (19.97181306566511) | > loss_duration: 2.364250898361206 (2.2640155213219777) | > loss_1: 35.59022521972656 (34.2102301461356)  --> STEP: 15 | > loss_disc: 2.407874584197998 (2.3416641394297284) | > loss_disc_real_0: 0.08608878403902054 (0.11661270260810852) | > loss_disc_real_1: 0.2315565049648285 (0.23805901110172273) | > loss_disc_real_2: 0.36238062381744385 (0.28206003506978355) | > loss_disc_real_3: 0.4164831340312958 (0.29651507337888083) | > loss_disc_real_4: 0.18145069479942322 (0.23651405771573383) | > loss_disc_real_5: 0.2226019948720932 (0.24428743223349253) | > loss_0: 2.407874584197998 (2.3416641394297284) | > loss_gen: 2.8091881275177 (2.7422317028045655) | > loss_kl: 2.4605562686920166 (2.204918630917867) | > loss_feat: 8.038387298583984 (7.116166400909424) | > loss_mel: 18.891498565673828 (19.899792098999022) | > loss_duration: 2.2645339965820312 (2.264050086339315) | > loss_1: 34.46416473388672 (34.227159118652345)  --> STEP: 16 | > loss_disc: 2.344860553741455 (2.341863915324211) | > loss_disc_real_0: 0.2683071196079254 (0.12609360367059708) | > loss_disc_real_1: 0.26126736402511597 (0.2395095331594348) | > loss_disc_real_2: 0.2682509422302246 (0.2811969667673111) | > loss_disc_real_3: 0.2814860939979553 (0.295575762167573) | > loss_disc_real_4: 0.26326262950897217 (0.23818584345281124) | > loss_disc_real_5: 0.20526008307933807 (0.24184822291135788) | > loss_0: 2.344860553741455 (2.341863915324211) | > loss_gen: 3.2010297775268555 (2.7709065824747086) | > loss_kl: 2.093482732772827 (2.197953887283802) | > loss_feat: 10.751301765441895 (7.343362361192703) | > loss_mel: 19.806764602661133 (19.893977880477905) | > loss_duration: 2.3256211280822754 (2.26789827644825) | > loss_1: 38.17820358276367 (34.4740993976593)  --> STEP: 17 | > loss_disc: 2.1282711029052734 (2.329299632240744) | > loss_disc_real_0: 0.04791180416941643 (0.12149467428817469) | > loss_disc_real_1: 0.2765871584415436 (0.24169056994073532) | > loss_disc_real_2: 0.29026296734809875 (0.2817302609191221) | > loss_disc_real_3: 0.25076019763946533 (0.292939552489449) | > loss_disc_real_4: 0.18566428124904633 (0.23509633979376623) | > loss_disc_real_5: 0.22623758018016815 (0.2409299498095232) | > loss_0: 2.1282711029052734 (2.329299632240744) | > loss_gen: 2.8291163444519043 (2.7743306861204258) | > loss_kl: 1.6986395120620728 (2.1685824534472298) | > loss_feat: 7.3989739418029785 (7.346633630640366) | > loss_mel: 19.170352935791016 (19.85141170726103) | > loss_duration: 2.3687243461608887 (2.273829221725464) | > loss_1: 33.4658088684082 (34.4147881900563)  --> STEP: 18 | > loss_disc: 2.085728645324707 (2.315767910745409) | > loss_disc_real_0: 0.07340581715106964 (0.11882307111389107) | > loss_disc_real_1: 0.1841086596250534 (0.23849157492319742) | > loss_disc_real_2: 0.09982731193304062 (0.2716245415310065) | > loss_disc_real_3: 0.1984390914440155 (0.2876895268758138) | > loss_disc_real_4: 0.18823747336864471 (0.23249306943681505) | > loss_disc_real_5: 0.20164553821086884 (0.23874748249848685) | > loss_0: 2.085728645324707 (2.315767910745409) | > loss_gen: 2.3899435997009277 (2.7529758479860096) | > loss_kl: 2.6079604625701904 (2.19299234284295) | > loss_feat: 9.299888610839844 (7.4551477962070045) | > loss_mel: 21.745758056640625 (19.956653171115452) | > loss_duration: 2.2348008155822754 (2.271660976939731) | > loss_1: 38.278350830078125 (34.629430558946396)  --> STEP: 19 | > loss_disc: 2.1546473503112793 (2.3072878812488757) | > loss_disc_real_0: 0.10818413645029068 (0.11826312718422789) | > loss_disc_real_1: 0.20771601796150208 (0.23687180876731873) | > loss_disc_real_2: 0.2547782063484192 (0.2707378923108703) | > loss_disc_real_3: 0.2053583562374115 (0.28335630736852946) | > loss_disc_real_4: 0.17615465819835663 (0.2295278898979488) | > loss_disc_real_5: 0.23512040078639984 (0.23855658346100858) | > loss_0: 2.1546473503112793 (2.3072878812488757) | > loss_gen: 2.691688060760498 (2.74975017497414) | > loss_kl: 1.659976601600647 (2.1649388827775655) | > loss_feat: 7.922196388244629 (7.47972930105109) | > loss_mel: 19.93607521057129 (19.955570120560495) | > loss_duration: 2.289790391921997 (2.27261515667564) | > loss_1: 34.49972915649414 (34.622604169343646)  --> STEP: 20 | > loss_disc: 2.545192003250122 (2.319183087348938) | > loss_disc_real_0: 0.21256321668624878 (0.12297813165932894) | > loss_disc_real_1: 0.2822863757610321 (0.2391425371170044) | > loss_disc_real_2: 0.27594637870788574 (0.2709983166307211) | > loss_disc_real_3: 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1.937540888786316 (2.3010096493221464) | > loss_gen: 2.8902506828308105 (2.740743182954334) | > loss_kl: 2.034355640411377 (2.1508321307954335) | > loss_feat: 7.313690185546875 (7.364903041294643) | > loss_mel: 17.56012535095215 (19.717750186011905) | > loss_duration: 2.1695899963378906 (2.272401900518508) | > loss_1: 31.9680118560791 (34.24663098653158)  --> STEP: 22 | > loss_disc: 2.339913845062256 (2.302778021855788) | > loss_disc_real_0: 0.12397320568561554 (0.11975437165661292) | > loss_disc_real_1: 0.23652635514736176 (0.23725746775215323) | > loss_disc_real_2: 0.24612826108932495 (0.2662813280793754) | > loss_disc_real_3: 0.25810757279396057 (0.2817193621938879) | > loss_disc_real_4: 0.29823681712150574 (0.23319732736457477) | > loss_disc_real_5: 0.2493746429681778 (0.23612665181810205) | > loss_0: 2.339913845062256 (2.302778021855788) | > loss_gen: 2.826488971710205 (2.7446407188068735) | > loss_kl: 1.916783094406128 (2.140193538232283) | > loss_feat: 8.60644245147705 (7.421336650848389) | > loss_mel: 19.15794563293457 (19.69230452450839) | > loss_duration: 2.1879687309265137 (2.2685640291734175) | > loss_1: 34.69562911987305 (34.26703999259255)  --> STEP: 23 | > loss_disc: 2.5217673778533936 (2.3122992982035098) | > loss_disc_real_0: 0.13936471939086914 (0.1206069954711458) | > loss_disc_real_1: 0.25727179646492004 (0.23812765595705612) | > loss_disc_real_2: 0.2705238163471222 (0.26646578409101657) | > loss_disc_real_3: 0.3005474805831909 (0.28253797603690106) | > loss_disc_real_4: 0.257339745759964 (0.2342469977295917) | > loss_disc_real_5: 0.29302072525024414 (0.23860030718471692) | > loss_0: 2.5217673778533936 (2.3122992982035098) | > loss_gen: 2.4673449993133545 (2.7325843831767207) | > loss_kl: 2.4495632648468018 (2.1536443959111753) | > loss_feat: 4.842191219329834 (7.309199892956277) | > loss_mel: 17.524887084960938 (19.5980689836585) | > loss_duration: 2.252772808074951 (2.2678774543430493) | > loss_1: 29.536760330200195 (34.061375659445055)  --> STEP: 24 | > loss_disc: 2.172273874282837 (2.3064649055401483) | > loss_disc_real_0: 0.09441796690225601 (0.11951578594744205) | > loss_disc_real_1: 0.2233521044254303 (0.2375120079765717) | > loss_disc_real_2: 0.24883638322353363 (0.2657312257215381) | > loss_disc_real_3: 0.3085615336894989 (0.28362229093909264) | > loss_disc_real_4: 0.20902496576309204 (0.23319607973098755) | > loss_disc_real_5: 0.19282028079032898 (0.23669280608495077) | > loss_0: 2.172273874282837 (2.3064649055401483) | > loss_gen: 2.6485588550567627 (2.729083319505056) | > loss_kl: 2.084963083267212 (2.15078267455101) | > loss_feat: 6.065096855163574 (7.257362266381581) | > loss_mel: 21.91445541381836 (19.69458508491516) | > loss_duration: 2.4525146484375 (2.2755706707636514) | > loss_1: 35.16558837890625 (34.107384522755936)  --> STEP: 25 | > loss_disc: 2.2127890586853027 (2.3027178716659544) | > loss_disc_real_0: 0.07398387789726257 (0.11769450962543487) | > loss_disc_real_1: 0.3224288821220398 (0.24090868294239043) | > loss_disc_real_2: 0.20391812920570374 (0.2632587018609048) | > loss_disc_real_3: 0.28054773807525635 (0.28349930882453916) | > loss_disc_real_4: 0.2155768722295761 (0.2324913114309311) | > loss_disc_real_5: 0.2864663600921631 (0.23868374824523925) | > loss_0: 2.2127890586853027 (2.3027178716659544) | > loss_gen: 2.8559815883636475 (2.7341592502593994) | > loss_kl: 2.477996349334717 (2.1638712215423586) | > loss_feat: 7.611135482788086 (7.2715131950378415) | > loss_mel: 17.324520111083984 (19.599782485961914) | > loss_duration: 2.347809314727783 (2.278460216522217) | > loss_1: 32.6174430847168 (34.04778686523437)  --> STEP: 26 | > loss_disc: 2.039762258529663 (2.2926041942376356) | > loss_disc_real_0: 0.081896111369133 (0.11631764815403865) | > loss_disc_real_1: 0.1390010416507721 (0.2369891582773282) | > loss_disc_real_2: 0.12412722408771515 (0.25790749117732054) | > loss_disc_real_3: 0.2117954045534134 (0.2807414663525728) | > loss_disc_real_4: 0.39129626750946045 (0.23859919435702837) | > loss_disc_real_5: 0.09512454271316528 (0.23316224034015948) | > loss_0: 2.039762258529663 (2.2926041942376356) | > loss_gen: 2.571371555328369 (2.7278981850697446) | > loss_kl: 1.980350375175476 (2.156812727451325) | > loss_feat: 12.227664947509766 (7.462134416286762) | > loss_mel: 20.83053970336914 (19.647119302016037) | > loss_duration: 2.268012046813965 (2.2780583638411303) | > loss_1: 39.8779411315918 (34.272023567786576) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024334283975454485 (+6.006314204289433e-05) | > avg_loss_disc: 2.2926041942376356 (+0.013215505159818175) | > avg_loss_disc_real_0: 0.11631764815403865 (-0.006655725435568735) | > avg_loss_disc_real_1: 0.2369891582773282 (+0.016851048916578293) | > avg_loss_disc_real_2: 0.25790749117732054 (-0.016929090309601436) | > avg_loss_disc_real_3: 0.2807414663525728 (+0.03798067168547556) | > avg_loss_disc_real_4: 0.23859919435702837 (+0.013604626059532166) | > avg_loss_disc_real_5: 0.23316224034015948 (-0.02811328493631804) | > avg_loss_0: 2.2926041942376356 (+0.013215505159818175) | > avg_loss_gen: 2.7278981850697446 (+0.024841858790471072) | > avg_loss_kl: 2.156812727451325 (+0.011165701425992935) | > avg_loss_feat: 7.462134416286762 (+0.58779198389787) | > avg_loss_mel: 19.647119302016037 (+0.4274728481586152) | > avg_loss_duration: 2.2780583638411303 (-0.007532908366275848) | > avg_loss_1: 34.272023567786576 (+1.0437395389263386)  > EPOCH: 139/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:01:57)   --> TIME: 2024-06-10 21:01:59 -- STEP: 4/330 -- GLOBAL_STEP: 133875 | > loss_disc: 2.316223382949829 (2.3581828474998474) | > loss_disc_real_0: 0.07096266746520996 (0.09972668625414371) | > loss_disc_real_1: 0.19484472274780273 (0.19760948047041893) | > loss_disc_real_2: 0.23805122077465057 (0.2027851715683937) | > loss_disc_real_3: 0.1917891949415207 (0.22272447496652603) | > loss_disc_real_4: 0.19606062769889832 (0.21860679984092712) | > loss_disc_real_5: 0.2021864950656891 (0.2282344438135624) | > loss_0: 2.316223382949829 (2.3581828474998474) | > grad_norm_0: tensor(7.0328, device='cuda:0') (tensor(11.1203, device='cuda:0')) | > loss_gen: 2.7283947467803955 (2.432390868663788) | > loss_kl: 1.7106294631958008 (1.6721202433109283) | > loss_feat: 7.394869804382324 (6.638964772224426) | > loss_mel: 20.71042251586914 (19.878263473510742) | > loss_duration: 2.3604817390441895 (2.342708170413971) | > loss_1: 34.9047966003418 (32.964447021484375) | > grad_norm_1: tensor(67.3493, device='cuda:0') (tensor(80.3673, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3309 (0.3346383571624756) | > loader_time: 0.0028 (0.0030202269554138184)  --> TIME: 2024-06-10 21:02:08 -- STEP: 29/330 -- GLOBAL_STEP: 133900 | > loss_disc: 2.402188539505005 (2.294542526376658) | > loss_disc_real_0: 0.10783646255731583 (0.10893260764664617) | > loss_disc_real_1: 0.2180022895336151 (0.20085496378356013) | > loss_disc_real_2: 0.21868036687374115 (0.2142165113112022) | > loss_disc_real_3: 0.23232056200504303 (0.22296251099685144) | > loss_disc_real_4: 0.22256766259670258 (0.2185877988050724) | > loss_disc_real_5: 0.2093535214662552 (0.215224493166496) | > loss_0: 2.402188539505005 (2.294542526376658) | > grad_norm_0: tensor(9.8380, device='cuda:0') (tensor(9.0739, device='cuda:0')) | > loss_gen: 2.3458337783813477 (2.5484691406118447) | > loss_kl: 1.7022478580474854 (1.6709250828315472) | > loss_feat: 6.7039361000061035 (7.033385918058198) | > loss_mel: 18.83808135986328 (19.721047763166755) | > loss_duration: 2.089874505996704 (2.150480114180467) | > loss_1: 31.679973602294922 (33.124307763987574) | > grad_norm_1: tensor(125.0307, device='cuda:0') (tensor(101.6810, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3374 (0.34134067338088464) | > loader_time: 0.0032 (0.003229346768609409)  --> TIME: 2024-06-10 21:02:17 -- STEP: 54/330 -- GLOBAL_STEP: 133925 | > loss_disc: 2.176699161529541 (2.2870341230321802) | > loss_disc_real_0: 0.1240210309624672 (0.11262018771635161) | > loss_disc_real_1: 0.19436471164226532 (0.20445829878250757) | > loss_disc_real_2: 0.2340317964553833 (0.21343161745203865) | > loss_disc_real_3: 0.21440832316875458 (0.22312410534531982) | > loss_disc_real_4: 0.21178357303142548 (0.21706609207170982) | > loss_disc_real_5: 0.17790180444717407 (0.21069068434061827) | > loss_0: 2.176699161529541 (2.2870341230321802) | > grad_norm_0: tensor(14.7253, device='cuda:0') (tensor(9.5240, device='cuda:0')) | > loss_gen: 2.839975595474243 (2.5760721762975045) | > loss_kl: 1.7277897596359253 (1.6839415563477411) | > loss_feat: 8.622452735900879 (7.225516575354117) | > loss_mel: 20.94698715209961 (19.78835067042598) | > loss_duration: 2.072567939758301 (2.109278952633895) | > loss_1: 36.209774017333984 (33.383159637451165) | > grad_norm_1: tensor(152.8845, device='cuda:0') (tensor(127.6732, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3571 (0.34655560387505424) | > loader_time: 0.0032 (0.0032750765482584634)  --> TIME: 2024-06-10 21:02:26 -- STEP: 79/330 -- GLOBAL_STEP: 133950 | > loss_disc: 2.2343506813049316 (2.2747638768787617) | > loss_disc_real_0: 0.09882062673568726 (0.11117239051227328) | > loss_disc_real_1: 0.213334321975708 (0.20309619228296646) | > loss_disc_real_2: 0.20728252828121185 (0.21309975600695308) | > loss_disc_real_3: 0.24334348738193512 (0.22264929247807852) | > loss_disc_real_4: 0.23510663211345673 (0.2173253599601456) | > loss_disc_real_5: 0.23765172064304352 (0.2101490033578269) | > loss_0: 2.2343506813049316 (2.2747638768787617) | > grad_norm_0: tensor(28.2191, device='cuda:0') (tensor(11.5778, device='cuda:0')) | > loss_gen: 2.7197110652923584 (2.588795725303359) | > loss_kl: 1.547601580619812 (1.6790693108039567) | > loss_feat: 7.361926078796387 (7.347950156730942) | > loss_mel: 18.971885681152344 (19.81712457198131) | > loss_duration: 2.0253872871398926 (2.0925352965729163) | > loss_1: 32.62651062011719 (33.52547483806367) | > grad_norm_1: tensor(254.6311, device='cuda:0') (tensor(150.3858, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3659 (0.3495188181913352) | > loader_time: 0.0037 (0.003344022774998146)  --> TIME: 2024-06-10 21:02:35 -- STEP: 104/330 -- GLOBAL_STEP: 133975 | > loss_disc: 2.331409454345703 (2.260530760655036) | > loss_disc_real_0: 0.15947426855564117 (0.11129674358436695) | > loss_disc_real_1: 0.2585255801677704 (0.20265643441906345) | > loss_disc_real_2: 0.2575891315937042 (0.21208687957662803) | > loss_disc_real_3: 0.21943649649620056 (0.22118427475484517) | > loss_disc_real_4: 0.20538832247257233 (0.2150287559399238) | > loss_disc_real_5: 0.22714351117610931 (0.20875602315824765) | > loss_0: 2.331409454345703 (2.260530760655036) | > grad_norm_0: tensor(11.8340, device='cuda:0') (tensor(12.2665, device='cuda:0')) | > loss_gen: 2.7036585807800293 (2.6098714906435725) | > loss_kl: 1.5532028675079346 (1.6766484081745148) | > loss_feat: 8.111241340637207 (7.417990533205179) | > loss_mel: 20.518753051757812 (19.83877182006836) | > loss_duration: 2.1114847660064697 (2.0880556496290086) | > loss_1: 34.99834060668945 (33.63133786274834) | > grad_norm_1: tensor(158.7739, device='cuda:0') (tensor(160.6338, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3513 (0.3516447521173037) | > loader_time: 0.0039 (0.0034114397489107572)  --> TIME: 2024-06-10 21:02:44 -- STEP: 129/330 -- GLOBAL_STEP: 134000 | > loss_disc: 2.2409605979919434 (2.2525253998216725) | > loss_disc_real_0: 0.09934030473232269 (0.11070351267969886) | > loss_disc_real_1: 0.21408598124980927 (0.20241097366625027) | > loss_disc_real_2: 0.24712252616882324 (0.2122500686682472) | > loss_disc_real_3: 0.23427815735340118 (0.2206338028344073) | > loss_disc_real_4: 0.2191001921892166 (0.21459826307241306) | > loss_disc_real_5: 0.22061380743980408 (0.20800521819628487) | > loss_0: 2.2409605979919434 (2.2525253998216725) | > grad_norm_0: tensor(28.4641, device='cuda:0') (tensor(12.3690, device='cuda:0')) | > loss_gen: 2.747213363647461 (2.623604415923124) | > loss_kl: 1.4272401332855225 (1.6783724644387414) | > loss_feat: 7.169855117797852 (7.458753182906513) | > loss_mel: 20.3966007232666 (19.84795228825059) | > loss_duration: 2.065807580947876 (2.0857434716335583) | > loss_1: 33.80671691894531 (33.69442580467045) | > grad_norm_1: tensor(260.0839, device='cuda:0') (tensor(160.4813, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3678 (0.35353689230689705) | > loader_time: 0.004 (0.0035413716190545136) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_134000.pth  --> TIME: 2024-06-10 21:02:59 -- STEP: 154/330 -- GLOBAL_STEP: 134025 | > loss_disc: 2.2510669231414795 (2.2499840925266197) | > loss_disc_real_0: 0.14953163266181946 (0.11157264686250068) | > loss_disc_real_1: 0.20130109786987305 (0.2019271285502942) | > loss_disc_real_2: 0.18541492521762848 (0.2112178902153845) | > loss_disc_real_3: 0.20708884298801422 (0.221064847785157) | > loss_disc_real_4: 0.18457525968551636 (0.21378844753875362) | > loss_disc_real_5: 0.1840839833021164 (0.20750726633644725) | > loss_0: 2.2510669231414795 (2.2499840925266197) | > grad_norm_0: tensor(39.2402, device='cuda:0') (tensor(13.7255, device='cuda:0')) | > loss_gen: 2.6354594230651855 (2.627187066263965) | > loss_kl: 1.6200745105743408 (1.6708263058166999) | > loss_feat: 7.632150650024414 (7.463193029552311) | > loss_mel: 19.258411407470703 (19.85381982233617) | > loss_duration: 2.0703983306884766 (2.085513279035495) | > loss_1: 33.21649169921875 (33.70053945268902) | > grad_norm_1: tensor(216.9542, device='cuda:0') (tensor(174.6692, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3769 (0.3575903842975568) | > loader_time: 0.0045 (0.003715236465652268)  --> TIME: 2024-06-10 21:03:08 -- STEP: 179/330 -- GLOBAL_STEP: 134050 | > loss_disc: 2.1310620307922363 (2.2521857176413067) | > loss_disc_real_0: 0.06515272706747055 (0.11205668264594158) | > loss_disc_real_1: 0.21675877273082733 (0.201833826786313) | > loss_disc_real_2: 0.2747463583946228 (0.21114008919486787) | > loss_disc_real_3: 0.21632909774780273 (0.22057355607355103) | > loss_disc_real_4: 0.21394991874694824 (0.21460783356727833) | > loss_disc_real_5: 0.16893868148326874 (0.20823326806782344) | > loss_0: 2.1310620307922363 (2.2521857176413067) | > grad_norm_0: tensor(17.3383, device='cuda:0') (tensor(15.7935, device='cuda:0')) | > loss_gen: 2.950124740600586 (2.6328588704157134) | > loss_kl: 1.5961130857467651 (1.6698150275139836) | > loss_feat: 8.746715545654297 (7.481763171084101) | > loss_mel: 19.41616439819336 (19.772807936428645) | > loss_duration: 2.123721122741699 (2.088873350420479) | > loss_1: 34.83283996582031 (33.646118377174076) | > grad_norm_1: tensor(256.2132, device='cuda:0') (tensor(189.6002, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3887 (0.3601515905817131) | > loader_time: 0.0051 (0.0038413508644317114)  --> TIME: 2024-06-10 21:03:18 -- STEP: 204/330 -- GLOBAL_STEP: 134075 | > loss_disc: 2.1334691047668457 (2.2529230222982504) | > loss_disc_real_0: 0.08504375070333481 (0.11263991687812057) | > loss_disc_real_1: 0.16094718873500824 (0.2012743797956729) | > loss_disc_real_2: 0.17591406404972076 (0.21156823342921688) | > loss_disc_real_3: 0.19047819077968597 (0.2206313836516118) | > loss_disc_real_4: 0.18557056784629822 (0.21503440166513124) | > loss_disc_real_5: 0.18916766345500946 (0.2080437684906464) | > loss_0: 2.1334691047668457 (2.2529230222982504) | > grad_norm_0: tensor(15.0000, device='cuda:0') (tensor(17.4275, device='cuda:0')) | > loss_gen: 2.808588981628418 (2.6334198327625495) | > loss_kl: 1.7378045320510864 (1.6671294756964141) | > loss_feat: 8.90422534942627 (7.4912355483747) | > loss_mel: 20.15690803527832 (19.759162902832024) | > loss_duration: 2.076176643371582 (2.0940729099161492) | > loss_1: 35.6837043762207 (33.645020690618786) | > grad_norm_1: tensor(298.8880, device='cuda:0') (tensor(205.0212, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.3931 (0.36411937779071313) | > loader_time: 0.0053 (0.003975830826104857)  --> TIME: 2024-06-10 21:03:29 -- STEP: 229/330 -- GLOBAL_STEP: 134100 | > loss_disc: 2.2444348335266113 (2.254177842077728) | > loss_disc_real_0: 0.14708872139453888 (0.11343793915869367) | > loss_disc_real_1: 0.23383687436580658 (0.20168263240672618) | > loss_disc_real_2: 0.17509812116622925 (0.21164315346807372) | > loss_disc_real_3: 0.20678596198558807 (0.22094501184063703) | > loss_disc_real_4: 0.20102845132350922 (0.21434800001471324) | > loss_disc_real_5: 0.17859572172164917 (0.20820544939894864) | > loss_0: 2.2444348335266113 (2.254177842077728) | > grad_norm_0: tensor(22.7962, device='cuda:0') (tensor(19.3445, device='cuda:0')) | > loss_gen: 2.6212539672851562 (2.6367619141741088) | > loss_kl: 1.6220815181732178 (1.6688037475644242) | > loss_feat: 7.330163955688477 (7.49094716326118) | > loss_mel: 19.927675247192383 (19.732764323205398) | > loss_duration: 2.1707911491394043 (2.1005194801430527) | > loss_1: 33.671966552734375 (33.62979664032117) | > grad_norm_1: tensor(165.9297, device='cuda:0') (tensor(219.2655, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.4096 (0.36860323785173865) | > loader_time: 0.0054 (0.004136215651399705)  --> TIME: 2024-06-10 21:03:39 -- STEP: 254/330 -- GLOBAL_STEP: 134125 | > loss_disc: 2.3935229778289795 (2.2552149248874076) | > loss_disc_real_0: 0.13747993111610413 (0.11380134211985145) | > loss_disc_real_1: 0.3067486584186554 (0.20194019823093118) | > loss_disc_real_2: 0.23232817649841309 (0.21241278776268321) | > loss_disc_real_3: 0.25254228711128235 (0.22058755176977846) | > loss_disc_real_4: 0.22112084925174713 (0.21427156658857827) | > loss_disc_real_5: 0.22435976564884186 (0.20818530592158085) | > loss_0: 2.3935229778289795 (2.2552149248874076) | > grad_norm_0: tensor(27.5892, device='cuda:0') (tensor(20.3472, device='cuda:0')) | > loss_gen: 2.6653473377227783 (2.6352421833774233) | > loss_kl: 1.805442214012146 (1.6652732153577128) | > loss_feat: 8.298585891723633 (7.486805144257433) | > loss_mel: 19.991823196411133 (19.678296772513796) | > loss_duration: 2.131481647491455 (2.1061139867061724) | > loss_1: 34.89268112182617 (33.571731319577694) | > grad_norm_1: tensor(492.2436, device='cuda:0') (tensor(233.1588, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.433 (0.37372997051148926) | > loader_time: 0.0061 (0.004290305723355514)  --> TIME: 2024-06-10 21:03:50 -- STEP: 279/330 -- GLOBAL_STEP: 134150 | > loss_disc: 2.354203224182129 (2.2591464083681805) | > loss_disc_real_0: 0.2222117781639099 (0.11473462949623774) | > loss_disc_real_1: 0.311333566904068 (0.20291000935766437) | > loss_disc_real_2: 0.23825004696846008 (0.21285136914595054) | > loss_disc_real_3: 0.21651214361190796 (0.2204584223501998) | > loss_disc_real_4: 0.22100089490413666 (0.21420295937086944) | > loss_disc_real_5: 0.19440123438835144 (0.20850907688072504) | > loss_0: 2.354203224182129 (2.2591464083681805) | > grad_norm_0: tensor(65.6377, device='cuda:0') (tensor(21.6378, device='cuda:0')) | > loss_gen: 2.8210811614990234 (2.637246806989007) | > loss_kl: 1.7355307340621948 (1.6668720719634844) | > loss_feat: 8.480286598205566 (7.514560714844735) | > loss_mel: 20.206682205200195 (19.658337090605038) | > loss_duration: 2.1810710430145264 (2.1140367164406744) | > loss_1: 35.42465591430664 (33.5910534260521) | > grad_norm_1: tensor(424.8076, device='cuda:0') (tensor(247.4392, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.4289 (0.37867100606255233) | > loader_time: 0.0065 (0.004446711591494982)  --> TIME: 2024-06-10 21:04:02 -- STEP: 304/330 -- GLOBAL_STEP: 134175 | > loss_disc: 2.412534236907959 (2.2621574088146796) | > loss_disc_real_0: 0.1344127357006073 (0.11443148175940704) | > loss_disc_real_1: 0.2297794222831726 (0.20334561688727462) | > loss_disc_real_2: 0.20190052688121796 (0.2131474107797993) | > loss_disc_real_3: 0.25216951966285706 (0.22044402405031413) | > loss_disc_real_4: 0.21036875247955322 (0.21469658098526687) | > loss_disc_real_5: 0.20855821669101715 (0.208502083771715) | > loss_0: 2.412534236907959 (2.2621574088146796) | > grad_norm_0: tensor(12.7953, device='cuda:0') (tensor(22.9206, device='cuda:0')) | > loss_gen: 2.574568271636963 (2.6393677184456266) | > loss_kl: 1.6927491426467896 (1.6655834677972292) | > loss_feat: 8.085270881652832 (7.545559939585234) | > loss_mel: 19.156126022338867 (19.6128838375995) | > loss_duration: 2.245069980621338 (2.123358590822473) | > loss_1: 33.7537841796875 (33.58675356915124) | > grad_norm_1: tensor(325.1401, device='cuda:0') (tensor(255.4112, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.4789 (0.3852589718605344) | > loader_time: 0.0073 (0.004620910475128575)  --> TIME: 2024-06-10 21:04:31 -- STEP: 329/330 -- GLOBAL_STEP: 134200 | > loss_disc: 2.3011486530303955 (2.2657013635142587) | > loss_disc_real_0: 0.20320874452590942 (0.11576889847096704) | > loss_disc_real_1: 0.15333622694015503 (0.2028101681757119) | > loss_disc_real_2: 0.2306809425354004 (0.21326063976461765) | > loss_disc_real_3: 0.29482343792915344 (0.2206302075491125) | > loss_disc_real_4: 0.23823414742946625 (0.21486579837407743) | > loss_disc_real_5: 0.13073545694351196 (0.20912052229001524) | > loss_0: 2.3011486530303955 (2.2657013635142587) | > grad_norm_0: tensor(14.5552, device='cuda:0') (tensor(23.9806, device='cuda:0')) | > loss_gen: 2.54386043548584 (2.639016073163156) | > loss_kl: 2.0173027515411377 (1.6758717675339487) | > loss_feat: 12.746459007263184 (7.673264706388433) | > loss_mel: 19.817031860351562 (19.592489404881253) | > loss_duration: 2.2731411457061768 (2.1361322388460575) | > loss_1: 39.397796630859375 (33.71677421291551) | > grad_norm_1: tensor(158.5786, device='cuda:0') (tensor(264.8985, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 15.0619 (0.44345606569098855) | > loader_time: 0.0329 (0.005064833852657791)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.438249111175537 (2.438249111175537) | > loss_disc_real_0: 0.10843812674283981 (0.10843812674283981) | > loss_disc_real_1: 0.176180899143219 (0.176180899143219) | > loss_disc_real_2: 0.26786303520202637 (0.26786303520202637) | > loss_disc_real_3: 0.31118929386138916 (0.31118929386138916) | > loss_disc_real_4: 0.27095532417297363 (0.27095532417297363) | > loss_disc_real_5: 0.27003902196884155 (0.27003902196884155) | > loss_0: 2.438249111175537 (2.438249111175537) | > loss_gen: 2.390014171600342 (2.390014171600342) | > loss_kl: 1.6823853254318237 (1.6823853254318237) | > loss_feat: 5.758223056793213 (5.758223056793213) | > loss_mel: 17.716188430786133 (17.716188430786133) | > loss_duration: 2.76920485496521 (2.76920485496521) | > loss_1: 30.316017150878906 (30.316017150878906)  --> STEP: 1 | > loss_disc: 2.4880030155181885 (2.4880030155181885) | > loss_disc_real_0: 0.1700872778892517 (0.1700872778892517) | > loss_disc_real_1: 0.20015178620815277 (0.20015178620815277) | > loss_disc_real_2: 0.26136091351509094 (0.26136091351509094) | > loss_disc_real_3: 0.3510756194591522 (0.3510756194591522) | > loss_disc_real_4: 0.35652241110801697 (0.35652241110801697) | > loss_disc_real_5: 0.31732162833213806 (0.31732162833213806) | > loss_0: 2.4880030155181885 (2.4880030155181885) | > loss_gen: 2.7728676795959473 (2.7728676795959473) | > loss_kl: 2.721545696258545 (2.721545696258545) | > loss_feat: 5.313652038574219 (5.313652038574219) | > loss_mel: 20.02701759338379 (20.02701759338379) | > loss_duration: 2.3587732315063477 (2.3587732315063477) | > loss_1: 33.19385528564453 (33.19385528564453)  --> STEP: 2 | > loss_disc: 2.6250181198120117 (2.5565105676651) | > loss_disc_real_0: 0.058959007263183594 (0.11452314257621765) | > loss_disc_real_1: 0.17146709561347961 (0.1858094409108162) | > loss_disc_real_2: 0.3715428113937378 (0.31645186245441437) | > loss_disc_real_3: 0.37362152338027954 (0.3623485714197159) | > loss_disc_real_4: 0.2878023684024811 (0.322162389755249) | > loss_disc_real_5: 0.27145999670028687 (0.29439081251621246) | > loss_0: 2.6250181198120117 (2.5565105676651) | > loss_gen: 2.4780452251434326 (2.62545645236969) | > loss_kl: 2.201582431793213 (2.461564064025879) | > loss_feat: 5.897764205932617 (5.605708122253418) | > loss_mel: 21.86962127685547 (20.94831943511963) | > loss_duration: 2.398853302001953 (2.3788132667541504) | > loss_1: 34.84586715698242 (34.01986122131348)  --> STEP: 3 | > loss_disc: 2.341836929321289 (2.484952688217163) | > loss_disc_real_0: 0.11495120823383331 (0.11466583112875621) | > loss_disc_real_1: 0.189989373087883 (0.18720275163650513) | > loss_disc_real_2: 0.26852354407310486 (0.3004757563273112) | > loss_disc_real_3: 0.22166018187999725 (0.315452441573143) | > loss_disc_real_4: 0.27131596207618713 (0.3052135805288951) | > loss_disc_real_5: 0.19630487263202667 (0.2616954992214839) | > loss_0: 2.341836929321289 (2.484952688217163) | > loss_gen: 2.4796833992004395 (2.5768654346466064) | > loss_kl: 2.4329135417938232 (2.452013889948527) | > loss_feat: 7.26193904876709 (6.157785097757976) | > loss_mel: 18.294178009033203 (20.063605626424152) | > loss_duration: 2.2033133506774902 (2.320313294728597) | > loss_1: 32.672027587890625 (33.57058334350586)  --> STEP: 4 | > loss_disc: 2.2670187950134277 (2.4304692149162292) | > loss_disc_real_0: 0.13595205545425415 (0.11998738721013069) | > loss_disc_real_1: 0.12935186922550201 (0.17274003103375435) | > loss_disc_real_2: 0.2448515146970749 (0.2865696959197521) | > loss_disc_real_3: 0.26599007844924927 (0.30308685079216957) | > loss_disc_real_4: 0.2095741182565689 (0.2813037149608135) | > loss_disc_real_5: 0.19532747566699982 (0.24510349333286285) | > loss_0: 2.2670187950134277 (2.4304692149162292) | > loss_gen: 2.5018293857574463 (2.5581064224243164) | > loss_kl: 2.302055597305298 (2.4145243167877197) | > loss_feat: 7.556463718414307 (6.507454752922058) | > loss_mel: 18.635662078857422 (19.70661973953247) | > loss_duration: 2.2322964668273926 (2.298309087753296) | > loss_1: 33.228309631347656 (33.48501491546631)  --> STEP: 5 | > loss_disc: 2.5793607234954834 (2.46024751663208) | > loss_disc_real_0: 0.17718006670475006 (0.13142592310905457) | > loss_disc_real_1: 0.2590225636959076 (0.189996537566185) | > loss_disc_real_2: 0.35337209701538086 (0.29993017613887785) | > loss_disc_real_3: 0.3514287769794464 (0.31275523602962496) | > loss_disc_real_4: 0.2888888120651245 (0.2828207343816757) | > loss_disc_real_5: 0.2084178924560547 (0.2377663731575012) | > loss_0: 2.5793607234954834 (2.46024751663208) | > loss_gen: 2.5713067054748535 (2.5607464790344237) | > loss_kl: 1.8878124952316284 (2.3091819524765014) | > loss_feat: 5.586147785186768 (6.323193359375) | > loss_mel: 20.179828643798828 (19.801261520385744) | > loss_duration: 2.3733785152435303 (2.313322973251343) | > loss_1: 32.598472595214844 (33.30770645141602)  --> STEP: 6 | > loss_disc: 2.034165143966675 (2.3892337878545127) | > loss_disc_real_0: 0.11438505351543427 (0.12858577817678452) | > loss_disc_real_1: 0.15126749873161316 (0.18354169776042303) | > loss_disc_real_2: 0.232453852891922 (0.2886841222643852) | > loss_disc_real_3: 0.29890745878219604 (0.31044727315505344) | > loss_disc_real_4: 0.2655327618122101 (0.2799394056200981) | > loss_disc_real_5: 0.1635553538799286 (0.22539786994457245) | > loss_0: 2.034165143966675 (2.3892337878545127) | > loss_gen: 2.8998868465423584 (2.6172698736190796) | > loss_kl: 2.028373956680298 (2.262380619843801) | > loss_feat: 7.074126243591309 (6.448348840077718) | > loss_mel: 20.500333786010742 (19.917773564656574) | > loss_duration: 2.0796666145324707 (2.2743802467981973) | > loss_1: 34.5823860168457 (33.5201530456543)  --> STEP: 7 | > loss_disc: 2.316301107406616 (2.378814833504813) | > loss_disc_real_0: 0.08779129385948181 (0.12275799470288414) | > loss_disc_real_1: 0.1817660927772522 (0.18328803990568435) | > loss_disc_real_2: 0.2630002796649933 (0.2850150018930435) | > loss_disc_real_3: 0.290053129196167 (0.30753382401806967) | > loss_disc_real_4: 0.3093916177749634 (0.2841468644993646) | > loss_disc_real_5: 0.2282247692346573 (0.22580171270029886) | > loss_0: 2.316301107406616 (2.378814833504813) | > loss_gen: 2.478203058242798 (2.597403185708182) | > loss_kl: 2.7177963256835938 (2.327440006392343) | > loss_feat: 6.405395030975342 (6.4422125816345215) | > loss_mel: 19.28102684020996 (19.82680974687849) | > loss_duration: 2.393040180206299 (2.2913316658564975) | > loss_1: 33.27546310424805 (33.485197339739116)  --> STEP: 8 | > loss_disc: 2.3451731204986572 (2.3746096193790436) | > loss_disc_real_0: 0.08039720356464386 (0.1174628958106041) | > loss_disc_real_1: 0.1654706746339798 (0.18106086924672127) | > loss_disc_real_2: 0.24298152327537537 (0.279760817065835) | > loss_disc_real_3: 0.2843526303768158 (0.30463617481291294) | > loss_disc_real_4: 0.2524176836013794 (0.28018071688711643) | > loss_disc_real_5: 0.1700771301984787 (0.21883613988757133) | > loss_0: 2.3451731204986572 (2.3746096193790436) | > loss_gen: 2.3413922786712646 (2.5654018223285675) | > loss_kl: 2.6770427227020264 (2.371140345931053) | > loss_feat: 7.989687442779541 (6.635646939277649) | > loss_mel: 22.53774070739746 (20.16567611694336) | > loss_duration: 2.14943528175354 (2.273594617843628) | > loss_1: 37.6953010559082 (34.011460304260254)  --> STEP: 9 | > loss_disc: 2.4277632236480713 (2.3805155754089355) | > loss_disc_real_0: 0.1348913162946701 (0.11939938697550032) | > loss_disc_real_1: 0.16606007516384125 (0.17939411434862348) | > loss_disc_real_2: 0.32235443592071533 (0.28449344138304394) | > loss_disc_real_3: 0.26504024863243103 (0.30023662745952606) | > loss_disc_real_4: 0.23485395312309265 (0.2751444098022249) | > loss_disc_real_5: 0.2650682330131531 (0.22397303912374708) | > loss_0: 2.4277632236480713 (2.3805155754089355) | > loss_gen: 2.455681800842285 (2.5532107088300915) | > loss_kl: 2.0180182456970215 (2.331904557016161) | > loss_feat: 8.188013076782227 (6.8081320656670465) | > loss_mel: 19.80619239807129 (20.12573348151313) | > loss_duration: 2.10408353805542 (2.254760053422716) | > loss_1: 34.571990966796875 (34.07374148898654)  --> STEP: 10 | > loss_disc: 2.307819366455078 (2.37324595451355) | > loss_disc_real_0: 0.12399178743362427 (0.11985862702131271) | > loss_disc_real_1: 0.21923455595970154 (0.1833781585097313) | > loss_disc_real_2: 0.3029524087905884 (0.28633933812379836) | > loss_disc_real_3: 0.3104110360145569 (0.30125406831502916) | > loss_disc_real_4: 0.26972290873527527 (0.2746022596955299) | > loss_disc_real_5: 0.2605181634426117 (0.22762755155563355) | > loss_0: 2.307819366455078 (2.37324595451355) | > loss_gen: 2.8912928104400635 (2.587018918991089) | > loss_kl: 1.818332314491272 (2.280547332763672) | > loss_feat: 6.490882873535156 (6.776407146453858) | > loss_mel: 19.03348159790039 (20.016508293151855) | > loss_duration: 2.289165735244751 (2.2582006216049195) | > loss_1: 32.523155212402344 (33.91868286132812)  --> STEP: 11 | > loss_disc: 2.388179302215576 (2.3746035315773706) | > loss_disc_real_0: 0.10202533006668091 (0.11823741820725528) | > loss_disc_real_1: 0.1719093918800354 (0.18233554336157712) | > loss_disc_real_2: 0.2790178954601288 (0.28567375242710114) | > loss_disc_real_3: 0.22076663374900818 (0.2939370288090272) | > loss_disc_real_4: 0.21493956446647644 (0.26917837831107055) | > loss_disc_real_5: 0.19342488050460815 (0.22451821782372214) | > loss_0: 2.388179302215576 (2.3746035315773706) | > loss_gen: 2.3193910121917725 (2.56268910928206) | > loss_kl: 2.3199462890625 (2.2841290560635654) | > loss_feat: 7.3404035568237305 (6.827679547396573) | > loss_mel: 18.941078186035156 (19.91874191977761) | > loss_duration: 2.3845324516296387 (2.2696853334253486) | > loss_1: 33.30535125732422 (33.86292544278231)  --> STEP: 12 | > loss_disc: 2.395920753479004 (2.3763799667358403) | > loss_disc_real_0: 0.05846766009926796 (0.11325660503158967) | > loss_disc_real_1: 0.24744176864624023 (0.18776106213529906) | > loss_disc_real_2: 0.3122307062149048 (0.2878868319094181) | > loss_disc_real_3: 0.2988055944442749 (0.2943427426119645) | > loss_disc_real_4: 0.2685617208480835 (0.269126990189155) | > loss_disc_real_5: 0.21533261239528656 (0.22375275070468584) | > loss_0: 2.395920753479004 (2.3763799667358403) | > loss_gen: 2.6775434017181396 (2.5722603003184) | > loss_kl: 1.3229836225509644 (2.2040336032708487) | > loss_feat: 7.203867435455322 (6.859028538068135) | > loss_mel: 19.408845901489258 (19.876250584920246) | > loss_duration: 2.2065675258636475 (2.26442551612854) | > loss_1: 32.81980514526367 (33.775998751322426)  --> STEP: 13 | > loss_disc: 2.4321982860565186 (2.3806736836066618) | > loss_disc_real_0: 0.0808924213051796 (0.11076705243725044) | > loss_disc_real_1: 0.27419179677963257 (0.19440958018486315) | > loss_disc_real_2: 0.30197495222091675 (0.2889705334718411) | > loss_disc_real_3: 0.29345136880874634 (0.2942741753963324) | > loss_disc_real_4: 0.27772799134254456 (0.26978860566249263) | > loss_disc_real_5: 0.13776519894599915 (0.21713832364632532) | > loss_0: 2.4321982860565186 (2.3806736836066618) | > loss_gen: 2.5624783039093018 (2.571507839056162) | > loss_kl: 2.3551716804504395 (2.2156596092077403) | > loss_feat: 6.935233116149902 (6.86489042868981) | > loss_mel: 20.390506744384766 (19.915808751032902) | > loss_duration: 2.1436350345611572 (2.255133940623357) | > loss_1: 34.38702392578125 (33.82300068781926)  --> STEP: 14 | > loss_disc: 2.0995352268218994 (2.360592365264893) | > loss_disc_real_0: 0.08394764363765717 (0.10885138038013663) | > loss_disc_real_1: 0.13347826898097992 (0.19005734367030008) | > loss_disc_real_2: 0.2248900979757309 (0.28439335950783323) | > loss_disc_real_3: 0.2998248040676117 (0.2946706488728523) | > loss_disc_real_4: 0.22830265760421753 (0.2668253236583301) | > loss_disc_real_5: 0.1615239679813385 (0.21316586967025483) | > loss_0: 2.0995352268218994 (2.360592365264893) | > loss_gen: 2.722180128097534 (2.5822701454162598) | > loss_kl: 2.126154899597168 (2.209266415664128) | > loss_feat: 7.970481872558594 (6.943861246109009) | > loss_mel: 22.379138946533203 (20.091760907854354) | > loss_duration: 2.3192083835601807 (2.2597106865474155) | > loss_1: 37.51716613769531 (34.08686964852469)  --> STEP: 15 | > loss_disc: 2.5755198001861572 (2.3749208609263106) | > loss_disc_real_0: 0.19920465350151062 (0.11487493192156156) | > loss_disc_real_1: 0.17927204072475433 (0.18933832347393037) | > loss_disc_real_2: 0.2752390205860138 (0.28378307024637855) | > loss_disc_real_3: 0.29566332697868347 (0.2947368274132411) | > loss_disc_real_4: 0.3240026831626892 (0.2706371476252874) | > loss_disc_real_5: 0.2834627032279968 (0.21785232524077097) | > loss_0: 2.5755198001861572 (2.3749208609263106) | > loss_gen: 2.6329665184020996 (2.5856499036153155) | > loss_kl: 2.5110743045806885 (2.2293869415918985) | > loss_feat: 5.873863697052002 (6.872528076171875) | > loss_mel: 18.11414909362793 (19.959920120239257) | > loss_duration: 2.270005702972412 (2.260397020975749) | > loss_1: 31.402061462402344 (33.90788243611653)  --> STEP: 16 | > loss_disc: 2.3739569187164307 (2.374860614538193) | > loss_disc_real_0: 0.12085730582475662 (0.11524883029051125) | > loss_disc_real_1: 0.20187538862228394 (0.19012189004570246) | > loss_disc_real_2: 0.2767783999443054 (0.283345278352499) | > loss_disc_real_3: 0.3106321096420288 (0.2957302825525403) | > loss_disc_real_4: 0.2963896691799164 (0.2722466802224517) | > loss_disc_real_5: 0.20462478697299957 (0.21702560409903526) | > loss_0: 2.3739569187164307 (2.374860614538193) | > loss_gen: 2.8838822841644287 (2.6042894273996353) | > loss_kl: 2.1080543994903564 (2.221803657710552) | > loss_feat: 6.663186550140381 (6.859444230794907) | > loss_mel: 19.12972068786621 (19.908032655715942) | > loss_duration: 2.2934579849243164 (2.262463331222534) | > loss_1: 33.078304290771484 (33.856033802032464)  --> STEP: 17 | > loss_disc: 2.4492440223693848 (2.3792361091164986) | > loss_disc_real_0: 0.11759551614522934 (0.11538687063490644) | > loss_disc_real_1: 0.16316333413124084 (0.18853609263896942) | > loss_disc_real_2: 0.33265504240989685 (0.28624585270881653) | > loss_disc_real_3: 0.40878698229789734 (0.30238067665520835) | > loss_disc_real_4: 0.31953904032707214 (0.2750285837580176) | > loss_disc_real_5: 0.2871650159358978 (0.22115145185414484) | > loss_0: 2.4492440223693848 (2.3792361091164986) | > loss_gen: 2.9553780555725098 (2.6249416996450985) | > loss_kl: 1.1567624807357788 (2.159154176712036) | > loss_feat: 6.9792633056640625 (6.8664924116695625) | > loss_mel: 19.59014320373535 (19.88933327618767) | > loss_duration: 2.3145554065704346 (2.265527570948881) | > loss_1: 32.99610137939453 (33.805449541877294)  --> STEP: 18 | > loss_disc: 2.011953353881836 (2.3588315116034617) | > loss_disc_real_0: 0.05231213569641113 (0.11188271869387892) | > loss_disc_real_1: 0.14077050983905792 (0.18588244915008545) | > loss_disc_real_2: 0.14815804362297058 (0.27857430775960285) | > loss_disc_real_3: 0.2118491530418396 (0.2973511475655768) | > loss_disc_real_4: 0.1829340159893036 (0.2699122188819779) | > loss_disc_real_5: 0.1519067883491516 (0.2173045261038674) | > loss_0: 2.011953353881836 (2.3588315116034617) | > loss_gen: 2.544126272201538 (2.620451953676012) | > loss_kl: 2.3355541229248047 (2.1689541737238565) | > loss_feat: 9.92227554321289 (7.036258141199748) | > loss_mel: 23.09175682067871 (20.067245695326065) | > loss_duration: 2.209362030029297 (2.2624072631200156) | > loss_1: 40.10307312011719 (34.15531751844618)  --> STEP: 19 | > loss_disc: 2.416787624359131 (2.3618818333274443) | > loss_disc_real_0: 0.07744251191616058 (0.11007007623189374) | > loss_disc_real_1: 0.2010752260684967 (0.18668206898789658) | > loss_disc_real_2: 0.43280476331710815 (0.2866917001573663) | > loss_disc_real_3: 0.316034734249115 (0.2983344942331314) | > loss_disc_real_4: 0.28920647501945496 (0.2709277060471083) | > loss_disc_real_5: 0.23553681373596191 (0.21826412018976712) | > loss_0: 2.416787624359131 (2.3618818333274443) | > loss_gen: 2.8199503421783447 (2.630951868860345) | > loss_kl: 1.909335970878601 (2.1552900577846326) | > loss_feat: 9.736761093139648 (7.178389875512374) | > loss_mel: 21.275318145751953 (20.130828455874795) | > loss_duration: 2.2927680015563965 (2.2640051967219303) | > loss_1: 38.03413391113281 (34.359465749640215)  --> STEP: 20 | > loss_disc: 2.542043685913086 (2.3708899259567264) | > loss_disc_real_0: 0.1364927589893341 (0.11139121036976576) | > loss_disc_real_1: 0.27116256952285767 (0.19090609401464462) | > loss_disc_real_2: 0.33839091658592224 (0.2892766609787941) | > loss_disc_real_3: 0.31733596324920654 (0.2992845676839352) | > loss_disc_real_4: 0.20285610854625702 (0.2675241261720657) | > loss_disc_real_5: 0.24866275489330292 (0.21978405192494394) | > loss_0: 2.542043685913086 (2.3708899259567264) | > loss_gen: 2.5440266132354736 (2.6266056060791017) | > loss_kl: 2.260436534881592 (2.1605473816394807) | > loss_feat: 6.811252593994141 (7.160033011436463) | > loss_mel: 20.4482479095459 (20.14669942855835) | > loss_duration: 2.3176517486572266 (2.2666875243186952) | > loss_1: 34.381614685058594 (34.36057319641113)  --> STEP: 21 | > loss_disc: 2.419215202331543 (2.3731911295936223) | > loss_disc_real_0: 0.08830587565898895 (0.11029190871687163) | > loss_disc_real_1: 0.24761813879013062 (0.19360666757538206) | > loss_disc_real_2: 0.359761118888855 (0.29263306373641607) | > loss_disc_real_3: 0.32632172107696533 (0.30057205117884134) | > loss_disc_real_4: 0.32035908102989197 (0.2700400764033908) | > loss_disc_real_5: 0.23009240627288818 (0.2202749259415127) | > loss_0: 2.419215202331543 (2.3731911295936223) | > loss_gen: 2.967043399810791 (2.6428169295901345) | > loss_kl: 2.3456978797912598 (2.1693640720276606) | > loss_feat: 6.661134719848633 (7.13627594993228) | > loss_mel: 18.24117088317871 (20.055959974016464) | > loss_duration: 2.1774022579193115 (2.2624358449663435) | > loss_1: 32.39244842529297 (34.26685296921503)  --> STEP: 22 | > loss_disc: 2.383131504058838 (2.373642964796587) | > loss_disc_real_0: 0.09247395396232605 (0.1094820016825741) | > loss_disc_real_1: 0.25581470131874084 (0.19643430547280746) | > loss_disc_real_2: 0.2755545973777771 (0.2918567698110234) | > loss_disc_real_3: 0.3189783990383148 (0.30140870335427195) | > loss_disc_real_4: 0.2654114365577698 (0.2698296836831353) | > loss_disc_real_5: 0.22511827945709229 (0.22049507837403903) | > loss_0: 2.383131504058838 (2.373642964796587) | > loss_gen: 2.481045961380005 (2.6354637037624014) | > loss_kl: 1.754738688468933 (2.150517463684082) | > loss_feat: 6.265013217926025 (7.09667309847745) | > loss_mel: 17.48396873474121 (19.939051281322136) | > loss_duration: 2.1434242725372314 (2.2570262280377476) | > loss_1: 30.128190994262695 (34.07873197035356)  --> STEP: 23 | > loss_disc: 2.3238255977630615 (2.371476992316868) | > loss_disc_real_0: 0.13803201913833618 (0.11072330678934636) | > loss_disc_real_1: 0.08403075486421585 (0.19154719457678174) | > loss_disc_real_2: 0.22946038842201233 (0.28914388366367505) | > loss_disc_real_3: 0.21596677601337433 (0.29769383694814594) | > loss_disc_real_4: 0.29432302713394165 (0.2708946116592573) | > loss_disc_real_5: 0.19683553278446198 (0.21946640247884003) | > loss_0: 2.3238255977630615 (2.371476992316868) | > loss_gen: 2.3374528884887695 (2.6225067117939824) | > loss_kl: 2.115727186203003 (2.149004842924035) | > loss_feat: 9.435093879699707 (7.198343567226244) | > loss_mel: 20.475425720214844 (19.96237190910008) | > loss_duration: 2.255735397338867 (2.2569701049638833) | > loss_1: 36.61943054199219 (34.189197125642195)  --> STEP: 24 | > loss_disc: 2.4876434803009033 (2.376317262649536) | > loss_disc_real_0: 0.08816561102867126 (0.10978340279931824) | > loss_disc_real_1: 0.17083612084388733 (0.19068423317124447) | > loss_disc_real_2: 0.3806537985801697 (0.29295679678519565) | > loss_disc_real_3: 0.3251776397228241 (0.29883899539709086) | > loss_disc_real_4: 0.3228742778301239 (0.2730604310830434) | > loss_disc_real_5: 0.287977933883667 (0.22232104962070784) | > loss_0: 2.4876434803009033 (2.376317262649536) | > loss_gen: 2.7169387340545654 (2.6264413793881736) | > loss_kl: 2.112917184829712 (2.1475011905034385) | > loss_feat: 6.234691619873047 (7.158191402753194) | > loss_mel: 20.46757698059082 (19.983422120412197) | > loss_duration: 2.4250905513763428 (2.2639751235644026) | > loss_1: 33.95721435546875 (34.17953117688497)  --> STEP: 25 | > loss_disc: 2.6097793579101562 (2.385655746459961) | > loss_disc_real_0: 0.12265727669000626 (0.11029835775494576) | > loss_disc_real_1: 0.24987486004829407 (0.19305185824632645) | > loss_disc_real_2: 0.37130627036094666 (0.29609077572822573) | > loss_disc_real_3: 0.300020307302475 (0.2988862478733062) | > loss_disc_real_4: 0.17852135002613068 (0.26927886784076693) | > loss_disc_real_5: 0.16547156870365143 (0.22004707038402557) | > loss_0: 2.6097793579101562 (2.385655746459961) | > loss_gen: 2.473954677581787 (2.620341911315918) | > loss_kl: 2.5962979793548584 (2.165453062057495) | > loss_feat: 7.361600399017334 (7.16632776260376) | > loss_mel: 18.314748764038086 (19.91667518615723) | > loss_duration: 2.3183627128601074 (2.2661506271362306) | > loss_1: 33.064964294433594 (34.13494850158691)  --> STEP: 26 | > loss_disc: 2.5917141437530518 (2.393581069432772) | > loss_disc_real_0: 0.16638725996017456 (0.11245562322437763) | > loss_disc_real_1: 0.20059511065483093 (0.19334198333896124) | > loss_disc_real_2: 0.21368752419948578 (0.29292141990019727) | > loss_disc_real_3: 0.1657421886920929 (0.2937653225201826) | > loss_disc_real_4: 0.18489140272140503 (0.2660331961054069) | > loss_disc_real_5: 0.19114209711551666 (0.21893534064292908) | > loss_0: 2.5917141437530518 (2.393581069432772) | > loss_gen: 1.8080191612243652 (2.589098728620089) | > loss_kl: 2.2080416679382324 (2.1670910853606005) | > loss_feat: 9.279144287109375 (7.247589936623206) | > loss_mel: 11.623010635375977 (19.59768808805026) | > loss_duration: 2.2770707607269287 (2.2665706322743344) | > loss_1: 27.195287704467773 (33.86803847092848) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024137130150428186 (-1.971538250262984e-05) | > avg_loss_disc: 2.393581069432772 (+0.10097687519513654) | > avg_loss_disc_real_0: 0.11245562322437763 (-0.0038620249296610204) | > avg_loss_disc_real_1: 0.19334198333896124 (-0.04364717493836695) | > avg_loss_disc_real_2: 0.29292141990019727 (+0.03501392872287673) | > avg_loss_disc_real_3: 0.2937653225201826 (+0.013023856167609815) | > avg_loss_disc_real_4: 0.2660331961054069 (+0.02743400174837851) | > avg_loss_disc_real_5: 0.21893534064292908 (-0.0142268996972304) | > avg_loss_0: 2.393581069432772 (+0.10097687519513654) | > avg_loss_gen: 2.589098728620089 (-0.13879945644965552) | > avg_loss_kl: 2.1670910853606005 (+0.01027835790927556) | > avg_loss_feat: 7.247589936623206 (-0.21454447966355605) | > avg_loss_mel: 19.59768808805026 (-0.04943121396577865) | > avg_loss_duration: 2.2665706322743344 (-0.011487731566795834) | > avg_loss_1: 33.86803847092848 (-0.4039850968580936)  > EPOCH: 140/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:04:37)   --> TIME: 2024-06-10 21:04:46 -- STEP: 24/330 -- GLOBAL_STEP: 134225 | > loss_disc: 2.3766772747039795 (2.2984544237454734) | > loss_disc_real_0: 0.10543398559093475 (0.11209163349121809) | > loss_disc_real_1: 0.19624045491218567 (0.19895442761480808) | > loss_disc_real_2: 0.20861172676086426 (0.2150408960878849) | > loss_disc_real_3: 0.22845321893692017 (0.22363230461875597) | > loss_disc_real_4: 0.2502055764198303 (0.21831587329506874) | > loss_disc_real_5: 0.22500519454479218 (0.2168024821827809) | > loss_0: 2.3766772747039795 (2.2984544237454734) | > grad_norm_0: tensor(6.0944, device='cuda:0') (tensor(12.4739, device='cuda:0')) | > loss_gen: 2.4958276748657227 (2.5531891783078513) | > loss_kl: 1.8454484939575195 (1.6967398871978123) | > loss_feat: 7.730320453643799 (7.1429741978645325) | > loss_mel: 20.613290786743164 (20.077066342035927) | > loss_duration: 2.035651206970215 (2.1661061644554134) | > loss_1: 34.72053909301758 (33.636075814565025) | > grad_norm_1: tensor(124.3610, device='cuda:0') (tensor(178.3581, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3306 (0.3397417366504669) | > loader_time: 0.003 (0.0031248132387797036)  --> TIME: 2024-06-10 21:04:55 -- STEP: 49/330 -- GLOBAL_STEP: 134250 | > loss_disc: 2.130431652069092 (2.2814782638939057) | > loss_disc_real_0: 0.07103241980075836 (0.11210174174333105) | > loss_disc_real_1: 0.17351140081882477 (0.19827123624937876) | > loss_disc_real_2: 0.14967675507068634 (0.21486852363664277) | > loss_disc_real_3: 0.15201160311698914 (0.22232518938122964) | > loss_disc_real_4: 0.150199294090271 (0.2157134629633962) | > loss_disc_real_5: 0.1582440435886383 (0.21244698276325147) | > loss_0: 2.130431652069092 (2.2814782638939057) | > grad_norm_0: tensor(8.7366, device='cuda:0') (tensor(11.2767, device='cuda:0')) | > loss_gen: 2.6073269844055176 (2.568700697957253) | > loss_kl: 1.5965362787246704 (1.7061692719556847) | > loss_feat: 8.414765357971191 (7.262291314650555) | > loss_mel: 21.117238998413086 (20.007989844497363) | > loss_duration: 1.9995404481887817 (2.111030809733332) | > loss_1: 35.735408782958984 (33.65618203610789) | > grad_norm_1: tensor(267.6709, device='cuda:0') (tensor(145.8018, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3384 (0.341094260313073) | > loader_time: 0.0032 (0.0031982830592564176)  --> TIME: 2024-06-10 21:05:04 -- STEP: 74/330 -- GLOBAL_STEP: 134275 | > loss_disc: 2.132984161376953 (2.281599927592922) | > loss_disc_real_0: 0.0645361989736557 (0.11285721117982993) | > loss_disc_real_1: 0.1850532591342926 (0.1986923495659957) | > loss_disc_real_2: 0.19542764127254486 (0.21466592216008415) | > loss_disc_real_3: 0.2044997364282608 (0.2238693178908245) | > loss_disc_real_4: 0.20923066139221191 (0.21791742601104686) | > loss_disc_real_5: 0.19181635975837708 (0.2123673910627494) | > loss_0: 2.132984161376953 (2.281599927592922) | > grad_norm_0: tensor(10.5120, device='cuda:0') (tensor(11.2893, device='cuda:0')) | > loss_gen: 2.6799395084381104 (2.5740369268365804) | > loss_kl: 1.6499687433242798 (1.6922500391264217) | > loss_feat: 7.702210426330566 (7.279556171314137) | > loss_mel: 20.021438598632812 (19.949400180094948) | > loss_duration: 1.9875824451446533 (2.0893019502227363) | > loss_1: 34.041141510009766 (33.58454523859796) | > grad_norm_1: tensor(151.2864, device='cuda:0') (tensor(144.0133, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3393 (0.34434767671533534) | > loader_time: 0.0035 (0.003326625437349887)  --> TIME: 2024-06-10 21:05:12 -- STEP: 99/330 -- GLOBAL_STEP: 134300 | > loss_disc: 2.2856311798095703 (2.290910080225781) | > loss_disc_real_0: 0.09028356522321701 (0.11453831022737002) | > loss_disc_real_1: 0.171798974275589 (0.1977413472804157) | > loss_disc_real_2: 0.2504088282585144 (0.21700892604962743) | > loss_disc_real_3: 0.2752111554145813 (0.22566548456447294) | > loss_disc_real_4: 0.19615429639816284 (0.21780599759082603) | > loss_disc_real_5: 0.22080892324447632 (0.21270854741033882) | > loss_0: 2.2856311798095703 (2.290910080225781) | > grad_norm_0: tensor(6.3835, device='cuda:0') (tensor(12.3354, device='cuda:0')) | > loss_gen: 2.5275321006774902 (2.566544301582106) | > loss_kl: 1.5240148305892944 (1.6713667710622149) | > loss_feat: 7.327164173126221 (7.272775722272469) | > loss_mel: 19.129377365112305 (19.862466002955586) | > loss_duration: 2.0608043670654297 (2.083773357699615) | > loss_1: 32.56889343261719 (33.45692617242988) | > grad_norm_1: tensor(36.0356, device='cuda:0') (tensor(154.8513, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3657 (0.34510912798871896) | > loader_time: 0.0045 (0.0034260412659307925)  --> TIME: 2024-06-10 21:05:22 -- STEP: 124/330 -- GLOBAL_STEP: 134325 | > loss_disc: 2.3210625648498535 (2.2812596290342273) | > loss_disc_real_0: 0.08494524657726288 (0.1135313036220689) | > loss_disc_real_1: 0.2053348571062088 (0.19786694417557416) | > loss_disc_real_2: 0.20661213994026184 (0.21524059604252538) | > loss_disc_real_3: 0.23028630018234253 (0.223562648219447) | > loss_disc_real_4: 0.17774730920791626 (0.21681308157501683) | > loss_disc_real_5: 0.1611640602350235 (0.21167877052099474) | > loss_0: 2.3210625648498535 (2.2812596290342273) | > grad_norm_0: tensor(4.6808, device='cuda:0') (tensor(12.8277, device='cuda:0')) | > loss_gen: 2.535184860229492 (2.571729725407016) | > loss_kl: 1.7157772779464722 (1.6726156617364574) | > loss_feat: 7.444252967834473 (7.298305296128796) | > loss_mel: 19.737041473388672 (19.842074794154016) | > loss_duration: 2.085815906524658 (2.082736700773239) | > loss_1: 33.51807403564453 (33.467462201272305) | > grad_norm_1: tensor(134.6460, device='cuda:0') (tensor(159.1587, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.371 (0.34923719013890914) | > loader_time: 0.0039 (0.003550296829592797)  --> TIME: 2024-06-10 21:05:31 -- STEP: 149/330 -- GLOBAL_STEP: 134350 | > loss_disc: 2.2152211666107178 (2.283517847125163) | > loss_disc_real_0: 0.08218148350715637 (0.11376759799934874) | > loss_disc_real_1: 0.1798427551984787 (0.1982024194010153) | > loss_disc_real_2: 0.2524559199810028 (0.21592588222666875) | > loss_disc_real_3: 0.22960267961025238 (0.2236513814470112) | > loss_disc_real_4: 0.21906127035617828 (0.21745330545326208) | > loss_disc_real_5: 0.21964630484580994 (0.21167748996475402) | > loss_0: 2.2152211666107178 (2.283517847125163) | > grad_norm_0: tensor(29.4486, device='cuda:0') (tensor(13.9927, device='cuda:0')) | > loss_gen: 2.7260916233062744 (2.5707409541878934) | > loss_kl: 1.6281999349594116 (1.6709966387524702) | > loss_feat: 6.968404293060303 (7.293221707312052) | > loss_mel: 20.20474624633789 (19.812856456577382) | > loss_duration: 2.1053009033203125 (2.083323692315377) | > loss_1: 33.63274383544922 (33.43113952995148) | > grad_norm_1: tensor(267.4062, device='cuda:0') (tensor(171.5264, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.401 (0.35294418206950956) | > loader_time: 0.0046 (0.003700547570350186)  --> TIME: 2024-06-10 21:05:41 -- STEP: 174/330 -- GLOBAL_STEP: 134375 | > loss_disc: 2.459523916244507 (2.2864215373992924) | > loss_disc_real_0: 0.11057865619659424 (0.11465353951200671) | > loss_disc_real_1: 0.1879725456237793 (0.19901056570568307) | > loss_disc_real_2: 0.24418187141418457 (0.21623074503123074) | > loss_disc_real_3: 0.19211597740650177 (0.22370329156689261) | > loss_disc_real_4: 0.2344498187303543 (0.21760914389086866) | > loss_disc_real_5: 0.2652815878391266 (0.21147449126188786) | > loss_0: 2.459523916244507 (2.2864215373992924) | > grad_norm_0: tensor(24.0053, device='cuda:0') (tensor(14.4694, device='cuda:0')) | > loss_gen: 2.4217488765716553 (2.5712144689998415) | > loss_kl: 1.7620183229446411 (1.673190327896469) | > loss_feat: 6.930434703826904 (7.313351376303311) | > loss_mel: 19.48101234436035 (19.799062454837504) | > loss_duration: 2.172360420227051 (2.0857321619987497) | > loss_1: 32.767574310302734 (33.44255083456808) | > grad_norm_1: tensor(216.4876, device='cuda:0') (tensor(178.5771, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3789 (0.35620957681502413) | > loader_time: 0.0043 (0.0038332034801614695)  --> TIME: 2024-06-10 21:05:51 -- STEP: 199/330 -- GLOBAL_STEP: 134400 | > loss_disc: 2.31632661819458 (2.2857088455602748) | > loss_disc_real_0: 0.12351445853710175 (0.11520610049591591) | > loss_disc_real_1: 0.2089795619249344 (0.1986800884481651) | > loss_disc_real_2: 0.23053252696990967 (0.2163917661911279) | > loss_disc_real_3: 0.19522309303283691 (0.22324624470430404) | > loss_disc_real_4: 0.1935902088880539 (0.21754432825287381) | > loss_disc_real_5: 0.1987486332654953 (0.21188110974266305) | > loss_0: 2.31632661819458 (2.2857088455602748) | > grad_norm_0: tensor(23.0085, device='cuda:0') (tensor(16.5534, device='cuda:0')) | > loss_gen: 2.396761655807495 (2.5760100235292063) | > loss_kl: 1.7562623023986816 (1.680086640856374) | > loss_feat: 6.984123706817627 (7.338967745028548) | > loss_mel: 20.19003677368164 (19.779660862294875) | > loss_duration: 2.1867687702178955 (2.0911872716405293) | > loss_1: 33.513954162597656 (33.46591258408438) | > grad_norm_1: tensor(345.5960, device='cuda:0') (tensor(195.4436, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3883 (0.3602443172704034) | > loader_time: 0.0048 (0.0039887739785352564)  --> TIME: 2024-06-10 21:06:01 -- STEP: 224/330 -- GLOBAL_STEP: 134425 | > loss_disc: 2.2829604148864746 (2.2848003613097316) | > loss_disc_real_0: 0.10979626327753067 (0.11520302259097141) | > loss_disc_real_1: 0.2026953250169754 (0.1994702647706228) | > loss_disc_real_2: 0.253261536359787 (0.21544768814263598) | > loss_disc_real_3: 0.20808559656143188 (0.22275903707902348) | > loss_disc_real_4: 0.2157740741968155 (0.21778858273423143) | > loss_disc_real_5: 0.20361681282520294 (0.21242284788084884) | > loss_0: 2.2829604148864746 (2.2848003613097316) | > grad_norm_0: tensor(25.6845, device='cuda:0') (tensor(18.4673, device='cuda:0')) | > loss_gen: 2.7051031589508057 (2.5856070859091624) | > loss_kl: 1.6221976280212402 (1.6816262193024158) | > loss_feat: 7.178388595581055 (7.377015345862934) | > loss_mel: 19.89190673828125 (19.763285321848734) | > loss_duration: 2.1953043937683105 (2.0967358909547333) | > loss_1: 33.592899322509766 (33.50426987239296) | > grad_norm_1: tensor(301.8215, device='cuda:0') (tensor(207.8481, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.3948 (0.3656837184514317) | > loader_time: 0.0055 (0.0041683890989848565)  --> TIME: 2024-06-10 21:06:12 -- STEP: 249/330 -- GLOBAL_STEP: 134450 | > loss_disc: 2.1582720279693604 (2.288866440455118) | > loss_disc_real_0: 0.0820808857679367 (0.11524033031789174) | > loss_disc_real_1: 0.2128855139017105 (0.2008170433432223) | > loss_disc_real_2: 0.20722231268882751 (0.21604229533768082) | > loss_disc_real_3: 0.20030094683170319 (0.2230354801837699) | > loss_disc_real_4: 0.21563877165317535 (0.21773028343796252) | > loss_disc_real_5: 0.21421337127685547 (0.2121981421268609) | > loss_0: 2.1582720279693604 (2.288866440455118) | > grad_norm_0: tensor(12.6180, device='cuda:0') (tensor(20.1610, device='cuda:0')) | > loss_gen: 2.751708984375 (2.590734850450692) | > loss_kl: 1.6261801719665527 (1.6797597101893291) | > loss_feat: 8.118633270263672 (7.402066186728726) | > loss_mel: 20.11034393310547 (19.759199402897234) | > loss_duration: 2.153334140777588 (2.1034513108701596) | > loss_1: 34.76020050048828 (33.53521142522977) | > grad_norm_1: tensor(305.6934, device='cuda:0') (tensor(223.9553, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.407 (0.37045163418873234) | > loader_time: 0.006 (0.004331658642933551)  --> TIME: 2024-06-10 21:06:23 -- STEP: 274/330 -- GLOBAL_STEP: 134475 | > loss_disc: 2.1391241550445557 (2.2852454707570313) | > loss_disc_real_0: 0.10968831181526184 (0.11593567955232886) | > loss_disc_real_1: 0.11176009476184845 (0.20020179967158036) | > loss_disc_real_2: 0.20756278932094574 (0.21596908928269018) | > loss_disc_real_3: 0.1933119297027588 (0.22228430891341536) | > loss_disc_real_4: 0.22908245027065277 (0.21706274358460503) | > loss_disc_real_5: 0.18960250914096832 (0.21164720238995374) | > loss_0: 2.1391241550445557 (2.2852454707570313) | > grad_norm_0: tensor(49.5916, device='cuda:0') (tensor(22.1230, device='cuda:0')) | > loss_gen: 2.754380226135254 (2.599935638643529) | > loss_kl: 1.7613333463668823 (1.679057957482164) | > loss_feat: 8.688417434692383 (7.449202608888167) | > loss_mel: 19.543048858642578 (19.73765766533622) | > loss_duration: 2.181917667388916 (2.110097050231739) | > loss_1: 34.929100036621094 (33.57595090796482) | > grad_norm_1: tensor(483.1374, device='cuda:0') (tensor(237.8453, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.4309 (0.3759767095537951) | > loader_time: 0.006 (0.004500984275428048)  --> TIME: 2024-06-10 21:06:34 -- STEP: 299/330 -- GLOBAL_STEP: 134500 | > loss_disc: 2.116138219833374 (2.280536303153405) | > loss_disc_real_0: 0.07542283833026886 (0.11560507533592125) | > loss_disc_real_1: 0.17511054873466492 (0.2004317181265873) | > loss_disc_real_2: 0.24361222982406616 (0.2155298233829613) | > loss_disc_real_3: 0.18679910898208618 (0.22180238181731374) | > loss_disc_real_4: 0.18982525169849396 (0.21665341853098727) | > loss_disc_real_5: 0.20701515674591064 (0.2112830345546919) | > loss_0: 2.116138219833374 (2.280536303153405) | > grad_norm_0: tensor(28.6169, device='cuda:0') (tensor(22.9723, device='cuda:0')) | > loss_gen: 2.779390573501587 (2.610474080146355) | > loss_kl: 1.5543055534362793 (1.6780854367890887) | > loss_feat: 8.773905754089355 (7.497899023585495) | > loss_mel: 20.14984130859375 (19.686965017414405) | > loss_duration: 2.2693657875061035 (2.11901407377377) | > loss_1: 35.52680969238281 (33.59243761655882) | > grad_norm_1: tensor(311.0587, device='cuda:0') (tensor(246.4939, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.47 (0.3824475967764454) | > loader_time: 0.0071 (0.004680317779847213) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_134500.pth  --> TIME: 2024-06-10 21:06:53 -- STEP: 324/330 -- GLOBAL_STEP: 134525 | > loss_disc: 2.586580514907837 (2.283213672814546) | > loss_disc_real_0: 0.11601631343364716 (0.11604871765284995) | > loss_disc_real_1: 0.2731858193874359 (0.2012049199346408) | > loss_disc_real_2: 0.22792336344718933 (0.21545270494656799) | > loss_disc_real_3: 0.18691889941692352 (0.22212477966591163) | > loss_disc_real_4: 0.19447624683380127 (0.21693966215775337) | > loss_disc_real_5: 0.17480696737766266 (0.2113381107280283) | > loss_0: 2.586580514907837 (2.283213672814546) | > grad_norm_0: tensor(29.3470, device='cuda:0') (tensor(23.1488, device='cuda:0')) | > loss_gen: 2.719815969467163 (2.6117051214347655) | > loss_kl: 1.8717288970947266 (1.6786557402875693) | > loss_feat: 9.516627311706543 (7.556069911262135) | > loss_mel: 19.255552291870117 (19.650621043311215) | > loss_duration: 2.315549373626709 (2.1323575925679856) | > loss_1: 35.67927169799805 (33.629409419165746) | > grad_norm_1: tensor(445.0908, device='cuda:0') (tensor(252.7057, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.5781 (0.39463021505026147) | > loader_time: 0.0092 (0.00495283986315315)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5089163780212402 (2.5089163780212402) | > loss_disc_real_0: 0.14704068005084991 (0.14704068005084991) | > loss_disc_real_1: 0.31697022914886475 (0.31697022914886475) | > loss_disc_real_2: 0.20298397541046143 (0.20298397541046143) | > loss_disc_real_3: 0.25971099734306335 (0.25971099734306335) | > loss_disc_real_4: 0.2912449836730957 (0.2912449836730957) | > loss_disc_real_5: 0.24950318038463593 (0.24950318038463593) | > loss_0: 2.5089163780212402 (2.5089163780212402) | > loss_gen: 2.476984977722168 (2.476984977722168) | > loss_kl: 1.116520881652832 (1.116520881652832) | > loss_feat: 5.523475646972656 (5.523475646972656) | > loss_mel: 18.443952560424805 (18.443952560424805) | > loss_duration: 2.8479185104370117 (2.8479185104370117) | > loss_1: 30.408855438232422 (30.408855438232422)  --> STEP: 1 | > loss_disc: 2.0461742877960205 (2.0461742877960205) | > loss_disc_real_0: 0.05384059622883797 (0.05384059622883797) | > loss_disc_real_1: 0.2053147554397583 (0.2053147554397583) | > loss_disc_real_2: 0.19405052065849304 (0.19405052065849304) | > loss_disc_real_3: 0.1669328510761261 (0.1669328510761261) | > loss_disc_real_4: 0.26073431968688965 (0.26073431968688965) | > loss_disc_real_5: 0.17927151918411255 (0.17927151918411255) | > loss_0: 2.0461742877960205 (2.0461742877960205) | > loss_gen: 2.671553373336792 (2.671553373336792) | > loss_kl: 2.346585512161255 (2.346585512161255) | > loss_feat: 8.121566772460938 (8.121566772460938) | > loss_mel: 20.4560604095459 (20.4560604095459) | > loss_duration: 2.380913019180298 (2.380913019180298) | > loss_1: 35.976680755615234 (35.976680755615234)  --> STEP: 2 | > loss_disc: 2.2987499237060547 (2.1724621057510376) | > loss_disc_real_0: 0.08739949762821198 (0.07062004692852497) | > loss_disc_real_1: 0.24320054054260254 (0.22425764799118042) | > loss_disc_real_2: 0.19407860934734344 (0.19406456500291824) | > loss_disc_real_3: 0.3012344241142273 (0.2340836375951767) | > loss_disc_real_4: 0.2810709774494171 (0.2709026485681534) | > loss_disc_real_5: 0.22621706128120422 (0.2027442902326584) | > loss_0: 2.2987499237060547 (2.1724621057510376) | > loss_gen: 2.617595672607422 (2.644574522972107) | > loss_kl: 1.8975679874420166 (2.1220767498016357) | > loss_feat: 6.234793663024902 (7.17818021774292) | > loss_mel: 19.34876823425293 (19.902414321899414) | > loss_duration: 2.399789333343506 (2.390351176261902) | > loss_1: 32.498512268066406 (34.23759651184082)  --> STEP: 3 | > loss_disc: 2.6569151878356934 (2.333946466445923) | > loss_disc_real_0: 0.10333648324012756 (0.08152552569905917) | > loss_disc_real_1: 0.30509883165359497 (0.2512047092119853) | > loss_disc_real_2: 0.24434256553649902 (0.21082389851411185) | > loss_disc_real_3: 0.25639480352401733 (0.24152069290479025) | > loss_disc_real_4: 0.2980927526950836 (0.27996601661046344) | > loss_disc_real_5: 0.36715859174728394 (0.25754905740420025) | > loss_0: 2.6569151878356934 (2.333946466445923) | > loss_gen: 2.3659679889678955 (2.5517056783040366) | > loss_kl: 2.1029438972473145 (2.115699132283529) | > loss_feat: 6.147068023681641 (6.834476153055827) | > loss_mel: 20.065486907958984 (19.956771850585938) | > loss_duration: 2.1998579502105713 (2.3268534342447915) | > loss_1: 32.881324768066406 (33.78550593058268)  --> STEP: 4 | > loss_disc: 2.127990245819092 (2.282457411289215) | > loss_disc_real_0: 0.056092653423547745 (0.07516730763018131) | > loss_disc_real_1: 0.35072046518325806 (0.27608364820480347) | > loss_disc_real_2: 0.2715592384338379 (0.22600773349404335) | > loss_disc_real_3: 0.23130422830581665 (0.23896657675504684) | > loss_disc_real_4: 0.26216983795166016 (0.27551697194576263) | > loss_disc_real_5: 0.2615848481655121 (0.2585580050945282) | > loss_0: 2.127990245819092 (2.282457411289215) | > loss_gen: 3.3343498706817627 (2.747366726398468) | > loss_kl: 2.3274102210998535 (2.16862690448761) | > loss_feat: 8.693750381469727 (7.299294710159302) | > loss_mel: 18.958314895629883 (19.707157611846924) | > loss_duration: 2.1986451148986816 (2.294801354408264) | > loss_1: 35.51247024536133 (34.217247009277344)  --> STEP: 5 | > loss_disc: 1.943234920501709 (2.214612913131714) | > loss_disc_real_0: 0.03292655199766159 (0.06671915650367737) | > loss_disc_real_1: 0.3148953914642334 (0.28384599685668943) | > loss_disc_real_2: 0.14028401672840118 (0.20886299014091492) | > loss_disc_real_3: 0.17845328152179718 (0.22686391770839692) | > loss_disc_real_4: 0.16598542034626007 (0.2536106616258621) | > loss_disc_real_5: 0.14478491246700287 (0.23580338656902314) | > loss_0: 1.943234920501709 (2.214612913131714) | > loss_gen: 2.62491512298584 (2.7228764057159425) | > loss_kl: 1.7138935327529907 (2.077680230140686) | > loss_feat: 7.9171271324157715 (7.422861194610595) | > loss_mel: 21.86501693725586 (20.13872947692871) | > loss_duration: 2.361140489578247 (2.308069181442261) | > loss_1: 36.482093811035156 (34.6702163696289)  --> STEP: 6 | > loss_disc: 2.371310234069824 (2.2407291332880654) | > loss_disc_real_0: 0.06286374479532242 (0.06607658788561821) | > loss_disc_real_1: 0.2772722542285919 (0.28275037308533985) | > loss_disc_real_2: 0.22909434139728546 (0.21223488201697668) | > loss_disc_real_3: 0.2625580430030823 (0.23281293859084448) | > loss_disc_real_4: 0.2234647423028946 (0.24858634173870087) | > loss_disc_real_5: 0.18123671412467957 (0.22670894116163254) | > loss_0: 2.371310234069824 (2.2407291332880654) | > loss_gen: 2.3913612365722656 (2.6676238775253296) | > loss_kl: 1.8358651399612427 (2.037377715110779) | > loss_feat: 6.77777624130249 (7.315347035725911) | > loss_mel: 21.781442642211914 (20.41251500447591) | > loss_duration: 2.110063076019287 (2.275068163871765) | > loss_1: 34.896507263183594 (34.70793151855469)  --> STEP: 7 | > loss_disc: 2.1347951889038086 (2.225595712661743) | > loss_disc_real_0: 0.10307444632053375 (0.07136199623346329) | > loss_disc_real_1: 0.280038446187973 (0.2823629549571446) | > loss_disc_real_2: 0.266715943813324 (0.2200178908450263) | > loss_disc_real_3: 0.2164686769247055 (0.23047804406711034) | > loss_disc_real_4: 0.2302270382642746 (0.24596358409949712) | > loss_disc_real_5: 0.200139120221138 (0.22291325245584762) | > loss_0: 2.1347951889038086 (2.225595712661743) | > loss_gen: 2.8660130500793457 (2.695965187890189) | > loss_kl: 2.786973237991333 (2.1444627898080006) | > loss_feat: 7.606287956237793 (7.356910024370466) | > loss_mel: 19.194753646850586 (20.238549096243723) | > loss_duration: 2.392583131790161 (2.291856016431536) | > loss_1: 34.84661102294922 (34.72774287632534)  --> STEP: 8 | > loss_disc: 2.6757984161376953 (2.281871050596237) | > loss_disc_real_0: 0.13024109601974487 (0.07872188370674849) | > loss_disc_real_1: 0.29531341791152954 (0.2839817628264427) | > loss_disc_real_2: 0.27570417523384094 (0.22697867639362812) | > loss_disc_real_3: 0.2546621263027191 (0.23350105434656143) | > loss_disc_real_4: 0.27310970425605774 (0.2493568491190672) | > loss_disc_real_5: 0.33549225330352783 (0.23698562756180763) | > loss_0: 2.6757984161376953 (2.281871050596237) | > loss_gen: 2.3230535984039307 (2.6493512392044067) | > loss_kl: 1.9395020008087158 (2.11884269118309) | > loss_feat: 4.553216934204102 (7.00644838809967) | > loss_mel: 15.086700439453125 (19.594568014144897) | > loss_duration: 2.161034345626831 (2.275503307580948) | > loss_1: 26.063505172729492 (33.644713163375854)  --> STEP: 9 | > loss_disc: 2.266392707824707 (2.2801512347327337) | > loss_disc_real_0: 0.0938848927617073 (0.0804066624906328) | > loss_disc_real_1: 0.15091916918754578 (0.2691970301998986) | > loss_disc_real_2: 0.24527345597743988 (0.2290114296807183) | > loss_disc_real_3: 0.2692766785621643 (0.23747612370385063) | > loss_disc_real_4: 0.28234753012657166 (0.25302248034212327) | > loss_disc_real_5: 0.26324594020843506 (0.23990344007809958) | > loss_0: 2.266392707824707 (2.2801512347327337) | > loss_gen: 2.668198585510254 (2.6514453887939453) | > loss_kl: 1.8325369358062744 (2.087030940585666) | > loss_feat: 7.176604270935059 (7.025354597303602) | > loss_mel: 20.828779220581055 (19.731702592637802) | > loss_duration: 2.1489975452423096 (2.2614471117655435) | > loss_1: 34.65511703491211 (33.75698026021322)  --> STEP: 10 | > loss_disc: 2.155003070831299 (2.2676364183425903) | > loss_disc_real_0: 0.0831652283668518 (0.0806825190782547) | > loss_disc_real_1: 0.23028123378753662 (0.2653054505586624) | > loss_disc_real_2: 0.18982048332691193 (0.22509233504533768) | > loss_disc_real_3: 0.21751165390014648 (0.23547967672348022) | > loss_disc_real_4: 0.21811820566654205 (0.24953205287456512) | > loss_disc_real_5: 0.2212565392255783 (0.23803874999284744) | > loss_0: 2.155003070831299 (2.2676364183425903) | > loss_gen: 2.476391077041626 (2.6339399576187135) | > loss_kl: 2.2304933071136475 (2.101377177238464) | > loss_feat: 4.9806132316589355 (6.820880460739136) | > loss_mel: 15.575994491577148 (19.316131782531738) | > loss_duration: 2.289571523666382 (2.2642595529556275) | > loss_1: 27.553064346313477 (33.136588668823244)  --> STEP: 11 | > loss_disc: 2.276615619659424 (2.2684527093713935) | > loss_disc_real_0: 0.11246954649686813 (0.08357224884358319) | > loss_disc_real_1: 0.3304760158061981 (0.2712300473993475) | > loss_disc_real_2: 0.1641896665096283 (0.21955572881481863) | > loss_disc_real_3: 0.24303944408893585 (0.23616692830215802) | > loss_disc_real_4: 0.24199454486370087 (0.24884682487357745) | > loss_disc_real_5: 0.23651035130023956 (0.23789980465715582) | > loss_0: 2.276615619659424 (2.2684527093713935) | > loss_gen: 2.617137908935547 (2.6324124986475166) | > loss_kl: 2.216933012008667 (2.1118822531266646) | > loss_feat: 7.378469467163086 (6.87157037041404) | > loss_mel: 18.917469024658203 (19.279889713634144) | > loss_duration: 2.393773078918457 (2.2760335098613393) | > loss_1: 33.523780822753906 (33.17178795554421)  --> STEP: 12 | > loss_disc: 2.051609516143799 (2.250382443269094) | > loss_disc_real_0: 0.07776948809623718 (0.08308868544797103) | > loss_disc_real_1: 0.2572213411331177 (0.270062655210495) | > loss_disc_real_2: 0.2193048745393753 (0.21953482429186502) | > loss_disc_real_3: 0.25910744071006775 (0.2380786376694838) | > loss_disc_real_4: 0.20427678525447845 (0.2451326549053192) | > loss_disc_real_5: 0.22682885825634003 (0.23697722579042116) | > loss_0: 2.051609516143799 (2.250382443269094) | > loss_gen: 2.7999725341796875 (2.646375834941864) | > loss_kl: 1.7280776500701904 (2.0798985362052917) | > loss_feat: 7.31834077835083 (6.908801237742106) | > loss_mel: 19.33709716796875 (19.28465700149536) | > loss_duration: 2.223984479904175 (2.271696090698242) | > loss_1: 33.407470703125 (33.19142818450928)  --> STEP: 13 | > loss_disc: 2.5409703254699707 (2.272735357284546) | > loss_disc_real_0: 0.11565129458904266 (0.08559350153574577) | > loss_disc_real_1: 0.37551701068878174 (0.27817452870882475) | > loss_disc_real_2: 0.19775532186031342 (0.21785947795097643) | > loss_disc_real_3: 0.26148721575737 (0.23987929752239814) | > loss_disc_real_4: 0.2525681257247925 (0.24570461419912484) | > loss_disc_real_5: 0.24246449768543243 (0.23739932362849897) | > loss_0: 2.5409703254699707 (2.272735357284546) | > loss_gen: 2.3043124675750732 (2.6200632682213416) | > loss_kl: 1.7481698989868164 (2.0543809487269473) | > loss_feat: 5.104276657104492 (6.769991654616136) | > loss_mel: 16.91573715209961 (19.102432397695686) | > loss_duration: 2.1260294914245605 (2.26049096767719) | > loss_1: 28.19852638244629 (32.80735881511982)  --> STEP: 14 | > loss_disc: 2.4085357189178467 (2.2824353831154958) | > loss_disc_real_0: 0.09693258255720139 (0.08640343589442116) | > loss_disc_real_1: 0.241979718208313 (0.2755891851016453) | > loss_disc_real_2: 0.2384655773639679 (0.21933134219476155) | > loss_disc_real_3: 0.27162835001945496 (0.24214708698647364) | > loss_disc_real_4: 0.315570592880249 (0.2506950412477766) | > loss_disc_real_5: 0.30919694900512695 (0.24252772544111525) | > loss_0: 2.4085357189178467 (2.2824353831154958) | > loss_gen: 2.707390069961548 (2.6263008969170705) | > loss_kl: 2.1498043537139893 (2.0611969062260216) | > loss_feat: 7.030912399291992 (6.788628850664411) | > loss_mel: 20.432233810424805 (19.197418212890625) | > loss_duration: 2.375605344772339 (2.268713423183986) | > loss_1: 34.695945739746094 (32.94225788116456)  --> STEP: 15 | > loss_disc: 2.3101460933685303 (2.2842827637990317) | > loss_disc_real_0: 0.11714629828929901 (0.0884529600540797) | > loss_disc_real_1: 0.36961349844932556 (0.28185747265815736) | > loss_disc_real_2: 0.2209140956401825 (0.21943685909112295) | > loss_disc_real_3: 0.2628434896469116 (0.24352684716383616) | > loss_disc_real_4: 0.252114474773407 (0.2507896701494853) | > loss_disc_real_5: 0.2193351835012436 (0.24098155597845713) | > loss_0: 2.3101460933685303 (2.2842827637990317) | > loss_gen: 2.722987651824951 (2.632746680577596) | > loss_kl: 2.319303035736084 (2.0784039815266926) | > loss_feat: 6.515904426574707 (6.770447222391764) | > loss_mel: 19.06100082397461 (19.188323720296225) | > loss_duration: 2.343358039855957 (2.2736897309621176) | > loss_1: 32.962554931640625 (32.94361101786296)  --> STEP: 16 | > loss_disc: 2.7348990440368652 (2.312446281313896) | > loss_disc_real_0: 0.15247036516666412 (0.09245404787361622) | > loss_disc_real_1: 0.3829103112220764 (0.2881732750684023) | > loss_disc_real_2: 0.22251468896865845 (0.21962922345846891) | > loss_disc_real_3: 0.2584115266799927 (0.24445713963359594) | > loss_disc_real_4: 0.27438926696777344 (0.2522646449506283) | > loss_disc_real_5: 0.29017192125320435 (0.24405595380812883) | > loss_0: 2.7348990440368652 (2.312446281313896) | > loss_gen: 2.358769178390503 (2.6156230866909027) | > loss_kl: 1.8774546384811401 (2.0658446475863457) | > loss_feat: 5.641074180603027 (6.699861407279968) | > loss_mel: 14.595013618469238 (18.901241838932037) | > loss_duration: 2.349698066711426 (2.2784402519464493) | > loss_1: 26.822010040283203 (32.56101095676423)  --> STEP: 17 | > loss_disc: 2.5068440437316895 (2.3238814438090607) | > loss_disc_real_0: 0.0946287214756012 (0.09258196985020357) | > loss_disc_real_1: 0.37973374128341675 (0.2935591848457561) | > loss_disc_real_2: 0.22342346608638763 (0.21985241420128765) | > loss_disc_real_3: 0.25149983167648315 (0.24487141563611872) | > loss_disc_real_4: 0.35950979590415955 (0.25857318324201245) | > loss_disc_real_5: 0.26908305287361145 (0.2455281361060984) | > loss_0: 2.5068440437316895 (2.3238814438090607) | > loss_gen: 2.7750604152679443 (2.6250017530777874) | > loss_kl: 1.9266680479049683 (2.0576577887815586) | > loss_feat: 6.055980205535889 (6.661986042471493) | > loss_mel: 18.0526123046875 (18.851322454564713) | > loss_duration: 2.419013738632202 (2.286709280575023) | > loss_1: 31.22933578491211 (32.48267712312587)  --> STEP: 18 | > loss_disc: 2.249512195587158 (2.3197498189078436) | > loss_disc_real_0: 0.06491006910800934 (0.09104464203119278) | > loss_disc_real_1: 0.16435939073562622 (0.28638141850630444) | > loss_disc_real_2: 0.1951703280210495 (0.21848118719127443) | > loss_disc_real_3: 0.2908869981765747 (0.24742783688836628) | > loss_disc_real_4: 0.2055930495262146 (0.2556298424800237) | > loss_disc_real_5: 0.2792072892189026 (0.24739920016792086) | > loss_0: 2.249512195587158 (2.3197498189078436) | > loss_gen: 2.547060966491699 (2.6206717093785605) | > loss_kl: 2.435966968536377 (2.078674965434604) | > loss_feat: 8.99813175201416 (6.791771915223864) | > loss_mel: 23.072265625 (19.085819297366672) | > loss_duration: 2.2178380489349365 (2.2828831010394626) | > loss_1: 39.271263122558594 (32.85982078976102)  --> STEP: 19 | > loss_disc: 2.279566526412964 (2.3176349087765344) | > loss_disc_real_0: 0.03538382798433304 (0.08811512550241068) | > loss_disc_real_1: 0.30158084630966187 (0.2871813883906917) | > loss_disc_real_2: 0.2096346765756607 (0.21801558136940002) | > loss_disc_real_3: 0.25668564438819885 (0.24791508991467326) | > loss_disc_real_4: 0.2798506021499634 (0.2569046193047574) | > loss_disc_real_5: 0.35400229692459106 (0.25300988947090347) | > loss_0: 2.279566526412964 (2.3176349087765344) | > loss_gen: 3.171353816986084 (2.649654978200009) | > loss_kl: 1.5223431587219238 (2.0493943440286735) | > loss_feat: 8.504655838012695 (6.881923700633802) | > loss_mel: 21.100595474243164 (19.191860148781224) | > loss_duration: 2.3331971168518066 (2.285531207134849) | > loss_1: 36.632144927978516 (33.05836416545667)  --> STEP: 20 | > loss_disc: 2.2809014320373535 (2.3157982349395754) | > loss_disc_real_0: 0.0963686853647232 (0.08852780349552632) | > loss_disc_real_1: 0.1829918771982193 (0.2819719128310681) | > loss_disc_real_2: 0.1983371078968048 (0.21703165769577026) | > loss_disc_real_3: 0.2973976731300354 (0.25038921907544137) | > loss_disc_real_4: 0.3143468201160431 (0.25977672934532164) | > loss_disc_real_5: 0.300976425409317 (0.2554082162678241) | > loss_0: 2.2809014320373535 (2.3157982349395754) | > loss_gen: 2.758345365524292 (2.655089497566223) | > loss_kl: 1.99169921875 (2.04650958776474) | > loss_feat: 7.40817403793335 (6.9082362174987795) | > loss_mel: 21.78777313232422 (19.321655797958375) | > loss_duration: 2.3243722915649414 (2.2874732613563538) | > loss_1: 36.270362854003906 (33.21896409988403)  --> STEP: 21 | > loss_disc: 2.4398019313812256 (2.321703172865368) | > loss_disc_real_0: 0.101342111825943 (0.08913800865411758) | > loss_disc_real_1: 0.3026486337184906 (0.282956518587612) | > loss_disc_real_2: 0.2099025994539261 (0.2166921787318729) | > loss_disc_real_3: 0.3781360685825348 (0.25647240238530294) | > loss_disc_real_4: 0.3043597638607025 (0.26189973098891123) | > loss_disc_real_5: 0.25890037417411804 (0.25557450950145716) | > loss_0: 2.4398019313812256 (2.321703172865368) | > loss_gen: 2.7523765563964844 (2.6597222146533785) | > loss_kl: 1.8790533542633057 (2.038535481407529) | > loss_feat: 7.001430988311768 (6.9126740637279696) | > loss_mel: 17.997447967529297 (19.258598282223655) | > loss_duration: 2.1657886505126953 (2.2816787560780845) | > loss_1: 31.796098709106445 (33.1512086050851)  --> STEP: 22 | > loss_disc: 2.319126844406128 (2.3215860670263115) | > loss_disc_real_0: 0.1031908392906189 (0.08977677368304947) | > loss_disc_real_1: 0.31286269426345825 (0.28431589020924136) | > loss_disc_real_2: 0.18363207578659058 (0.21518944677981464) | > loss_disc_real_3: 0.1754274219274521 (0.2527885396372188) | > loss_disc_real_4: 0.25433728098869324 (0.2615559832616286) | > loss_disc_real_5: 0.21941857039928436 (0.2539310577240857) | > loss_0: 2.319126844406128 (2.3215860670263115) | > loss_gen: 2.430176258087158 (2.649288307536732) | > loss_kl: 1.9972047805786133 (2.0366568131880327) | > loss_feat: 7.853558540344238 (6.9554415399378) | > loss_mel: 17.709728240966797 (19.188195098530162) | > loss_duration: 2.1737558841705322 (2.2767731709913774) | > loss_1: 32.164424896240234 (33.10635480013761)  --> STEP: 23 | > loss_disc: 2.249892473220825 (2.31846895425216) | > loss_disc_real_0: 0.10271241515874863 (0.09033919287764508) | > loss_disc_real_1: 0.27459755539894104 (0.28389335391314136) | > loss_disc_real_2: 0.20746545493602753 (0.21485362104747607) | > loss_disc_real_3: 0.19389282166957855 (0.2502278562473214) | > loss_disc_real_4: 0.21421582996845245 (0.25949771572714264) | > loss_disc_real_5: 0.2248782068490982 (0.2526678902947384) | > loss_0: 2.249892473220825 (2.31846895425216) | > loss_gen: 2.4487574100494385 (2.6405695728633716) | > loss_kl: 2.2352373600006104 (2.0452907500059707) | > loss_feat: 6.990533828735352 (6.956967291624649) | > loss_mel: 18.05550765991211 (19.138947818590246) | > loss_duration: 2.228489875793457 (2.27467389728712) | > loss_1: 31.958526611328125 (33.05644922671111)  --> STEP: 24 | > loss_disc: 2.375330924987793 (2.3208382030328116) | > loss_disc_real_0: 0.1106615960597992 (0.0911859596769015) | > loss_disc_real_1: 0.30814823508262634 (0.2849039739618699) | > loss_disc_real_2: 0.27856773138046265 (0.21750837564468384) | > loss_disc_real_3: 0.27336370944976807 (0.2511918501307567) | > loss_disc_real_4: 0.28489238023757935 (0.2605558267484108) | > loss_disc_real_5: 0.1860477775335312 (0.24989205226302144) | > loss_0: 2.375330924987793 (2.3208382030328116) | > loss_gen: 2.7784132957458496 (2.646313061316808) | > loss_kl: 2.2300548553466797 (2.052989254395167) | > loss_feat: 6.829376220703125 (6.951650997002919) | > loss_mel: 20.609743118286133 (19.200230956077576) | > loss_duration: 2.4755678176879883 (2.283044477303823) | > loss_1: 34.923152923583984 (33.134228547414146)  --> STEP: 25 | > loss_disc: 2.284864664077759 (2.3193992614746093) | > loss_disc_real_0: 0.06355427205562592 (0.09008069217205047) | > loss_disc_real_1: 0.3017804026603699 (0.28557903110980987) | > loss_disc_real_2: 0.22775456309318542 (0.2179182231426239) | > loss_disc_real_3: 0.20584064722061157 (0.2493778020143509) | > loss_disc_real_4: 0.17002229392528534 (0.2569344854354858) | > loss_disc_real_5: 0.21210025250911713 (0.24838038027286527) | > loss_0: 2.284864664077759 (2.3193992614746093) | > loss_gen: 2.3106555938720703 (2.6328867626190187) | > loss_kl: 2.5920183658599854 (2.0745504188537596) | > loss_feat: 6.943715572357178 (6.9513335800170895) | > loss_mel: 16.689529418945312 (19.099802894592287) | > loss_duration: 2.3605024814605713 (2.286142797470093) | > loss_1: 30.896421432495117 (33.04471626281738)  --> STEP: 26 | > loss_disc: 2.4753284454345703 (2.3253965377807617) | > loss_disc_real_0: 0.13200850784778595 (0.09169330046727107) | > loss_disc_real_1: 0.24965795874595642 (0.28419745140350783) | > loss_disc_real_2: 0.0979878306388855 (0.21330551573863396) | > loss_disc_real_3: 0.14873848855495453 (0.2455070591889895) | > loss_disc_real_4: 0.16911792755126953 (0.2535569255168621) | > loss_disc_real_5: 0.20846335589885712 (0.24684511010463417) | > loss_0: 2.4753284454345703 (2.3253965377807617) | > loss_gen: 1.9328949451446533 (2.605964000408466) | > loss_kl: 1.9816532135009766 (2.070977449417114) | > loss_feat: 14.310449600219727 (7.2343765038710375) | > loss_mel: 23.742311477661133 (19.278360917018013) | > loss_duration: 2.2945332527160645 (2.2864655072872457) | > loss_1: 44.261844635009766 (33.47614427713248) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025066504111656775 (+9.293739612285887e-05) | > avg_loss_disc: 2.3253965377807617 (-0.06818453165201044) | > avg_loss_disc_real_0: 0.09169330046727107 (-0.020762322757106558) | > avg_loss_disc_real_1: 0.28419745140350783 (+0.09085546806454659) | > avg_loss_disc_real_2: 0.21330551573863396 (-0.0796159041615633) | > avg_loss_disc_real_3: 0.2455070591889895 (-0.048258263331193124) | > avg_loss_disc_real_4: 0.2535569255168621 (-0.01247627058854478) | > avg_loss_disc_real_5: 0.24684511010463417 (+0.027909769461705092) | > avg_loss_0: 2.3253965377807617 (-0.06818453165201044) | > avg_loss_gen: 2.605964000408466 (+0.016865271788376823) | > avg_loss_kl: 2.070977449417114 (-0.09611363594348665) | > avg_loss_feat: 7.2343765038710375 (-0.013213432752168686) | > avg_loss_mel: 19.278360917018013 (-0.3193271710322456) | > avg_loss_duration: 2.2864655072872457 (+0.019894875012911317) | > avg_loss_1: 33.47614427713248 (-0.39189419379600565)  > EPOCH: 141/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:07:16)   --> TIME: 2024-06-10 21:07:24 -- STEP: 19/330 -- GLOBAL_STEP: 134550 | > loss_disc: 2.3681068420410156 (2.335182503650063) | > loss_disc_real_0: 0.0969403088092804 (0.1150834238842914) | > loss_disc_real_1: 0.18615156412124634 (0.19998047147926531) | > loss_disc_real_2: 0.22357796132564545 (0.21370631848510943) | > loss_disc_real_3: 0.23572516441345215 (0.23221045654071004) | > loss_disc_real_4: 0.2210700958967209 (0.22885211910072126) | > loss_disc_real_5: 0.2109232395887375 (0.22360324781191976) | > loss_0: 2.3681068420410156 (2.335182503650063) | > grad_norm_0: tensor(12.5761, device='cuda:0') (tensor(11.0034, device='cuda:0')) | > loss_gen: 2.337766408920288 (2.5060754951677824) | > loss_kl: 1.4833463430404663 (1.6028931078157926) | > loss_feat: 7.698019027709961 (6.850604659632633) | > loss_mel: 19.25250244140625 (19.661223762913753) | > loss_duration: 2.1012659072875977 (2.1962276257966695) | > loss_1: 32.872901916503906 (32.81702453211734) | > grad_norm_1: tensor(178.9346, device='cuda:0') (tensor(135.7538, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3575 (0.35769938167772797) | > loader_time: 0.0039 (0.0032612775501451993)  --> TIME: 2024-06-10 21:07:33 -- STEP: 44/330 -- GLOBAL_STEP: 134575 | > loss_disc: 2.202392101287842 (2.279042135585438) | > loss_disc_real_0: 0.13691000640392303 (0.11210416663776744) | > loss_disc_real_1: 0.15100541710853577 (0.1970485116947781) | > loss_disc_real_2: 0.22639815509319305 (0.2122021127830852) | > loss_disc_real_3: 0.20753486454486847 (0.22445644133470274) | > loss_disc_real_4: 0.22537468373775482 (0.22222983261401003) | > loss_disc_real_5: 0.20700468122959137 (0.2139556540006941) | > loss_0: 2.202392101287842 (2.279042135585438) | > grad_norm_0: tensor(11.5658, device='cuda:0') (tensor(9.8539, device='cuda:0')) | > loss_gen: 2.7321629524230957 (2.5716185298832985) | > loss_kl: 1.5137443542480469 (1.6219623522324995) | > loss_feat: 7.673544406890869 (7.231693928891962) | > loss_mel: 19.717472076416016 (19.692110191692006) | > loss_duration: 2.0002665519714355 (2.120246239683844) | > loss_1: 33.63718795776367 (33.23763084411621) | > grad_norm_1: tensor(127.3454, device='cuda:0') (tensor(128.4514, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3442 (0.3564939769831571) | > loader_time: 0.0032 (0.0033255436203696513)  --> TIME: 2024-06-10 21:07:42 -- STEP: 69/330 -- GLOBAL_STEP: 134600 | > loss_disc: 2.314742088317871 (2.27847903362219) | > loss_disc_real_0: 0.09644012153148651 (0.113248605011166) | > loss_disc_real_1: 0.16176319122314453 (0.1972980469033338) | > loss_disc_real_2: 0.19349274039268494 (0.21515842062839563) | > loss_disc_real_3: 0.23417147994041443 (0.22467692930629288) | > loss_disc_real_4: 0.1969784051179886 (0.21938814201216766) | > loss_disc_real_5: 0.21027688682079315 (0.21247266816056293) | > loss_0: 2.314742088317871 (2.27847903362219) | > grad_norm_0: tensor(24.6426, device='cuda:0') (tensor(10.5968, device='cuda:0')) | > loss_gen: 2.44087815284729 (2.5751341218533725) | > loss_kl: 1.4533872604370117 (1.635232419207476) | > loss_feat: 7.025714874267578 (7.30054990105007) | > loss_mel: 19.518009185791016 (19.784018530361895) | > loss_duration: 2.012169122695923 (2.095885774363641) | > loss_1: 32.45016098022461 (33.3908204894135) | > grad_norm_1: tensor(232.5291, device='cuda:0') (tensor(147.2783, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3726 (0.35961999063906464) | > loader_time: 0.0038 (0.0034070913342462068)  --> TIME: 2024-06-10 21:07:51 -- STEP: 94/330 -- GLOBAL_STEP: 134625 | > loss_disc: 2.164642572402954 (2.266226684793514) | > loss_disc_real_0: 0.13523797690868378 (0.11294262927580387) | > loss_disc_real_1: 0.1915532648563385 (0.19680458687721414) | > loss_disc_real_2: 0.20346683263778687 (0.21332923449734423) | > loss_disc_real_3: 0.19986197352409363 (0.2232234497019585) | > loss_disc_real_4: 0.18445995450019836 (0.2180739829831935) | > loss_disc_real_5: 0.19950495660305023 (0.2119113742671114) | > loss_0: 2.164642572402954 (2.266226684793514) | > grad_norm_0: tensor(3.8724, device='cuda:0') (tensor(10.7730, device='cuda:0')) | > loss_gen: 2.666341781616211 (2.5877291268490734) | > loss_kl: 1.605902910232544 (1.6380780339241028) | > loss_feat: 7.894280910491943 (7.343441176921763) | > loss_mel: 20.70179557800293 (19.775005198539574) | > loss_duration: 2.0811820030212402 (2.0855456311652003) | > loss_1: 34.94950485229492 (33.42979897844029) | > grad_norm_1: tensor(90.9734, device='cuda:0') (tensor(141.0763, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3618 (0.3596044474459709) | > loader_time: 0.0046 (0.0035240827722752346)  --> TIME: 2024-06-10 21:08:00 -- STEP: 119/330 -- GLOBAL_STEP: 134650 | > loss_disc: 2.2611544132232666 (2.2653156709270332) | > loss_disc_real_0: 0.07137356698513031 (0.11405629000994337) | > loss_disc_real_1: 0.1806262582540512 (0.19635401641120429) | > loss_disc_real_2: 0.22468899190425873 (0.21365736011697464) | > loss_disc_real_3: 0.2023106813430786 (0.22302212021431) | > loss_disc_real_4: 0.21864959597587585 (0.21733749551432474) | > loss_disc_real_5: 0.2407919317483902 (0.21132997216797672) | > loss_0: 2.2611544132232666 (2.2653156709270332) | > grad_norm_0: tensor(13.4427, device='cuda:0') (tensor(11.6521, device='cuda:0')) | > loss_gen: 2.6199889183044434 (2.5961790705929286) | > loss_kl: 1.6354376077651978 (1.6427029331191247) | > loss_feat: 7.875670909881592 (7.388288133284625) | > loss_mel: 20.314489364624023 (19.774573382209326) | > loss_duration: 2.0404298305511475 (2.080865695696918) | > loss_1: 34.48601531982422 (33.48260901955997) | > grad_norm_1: tensor(113.9208, device='cuda:0') (tensor(156.0132, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.361 (0.3602495574149765) | > loader_time: 0.0041 (0.003630345609007763)  --> TIME: 2024-06-10 21:08:10 -- STEP: 144/330 -- GLOBAL_STEP: 134675 | > loss_disc: 2.267726182937622 (2.2632368505001086) | > loss_disc_real_0: 0.10098239779472351 (0.11411472829058766) | > loss_disc_real_1: 0.23086215555667877 (0.19606333903761375) | > loss_disc_real_2: 0.18023790419101715 (0.21334823810805878) | > loss_disc_real_3: 0.21147076785564423 (0.2223530262708664) | > loss_disc_real_4: 0.20234082639217377 (0.21605064099033677) | > loss_disc_real_5: 0.15760871767997742 (0.2097353872118724) | > loss_0: 2.267726182937622 (2.2632368505001086) | > grad_norm_0: tensor(9.7202, device='cuda:0') (tensor(12.5715, device='cuda:0')) | > loss_gen: 2.618619203567505 (2.592264145612717) | > loss_kl: 1.6646177768707275 (1.6438773017790582) | > loss_feat: 6.9290008544921875 (7.376301642921236) | > loss_mel: 19.725055694580078 (19.774738523695202) | > loss_duration: 2.0587568283081055 (2.08232638405429) | > loss_1: 32.99605178833008 (33.46950789292654) | > grad_norm_1: tensor(271.0857, device='cuda:0') (tensor(171.1310, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3784 (0.36195087763998246) | > loader_time: 0.0038 (0.0037297705809275308)  --> TIME: 2024-06-10 21:08:19 -- STEP: 169/330 -- GLOBAL_STEP: 134700 | > loss_disc: 2.1892642974853516 (2.263250211286829) | > loss_disc_real_0: 0.08497846126556396 (0.11448892977463423) | > loss_disc_real_1: 0.17417721450328827 (0.19608501353736454) | > loss_disc_real_2: 0.193512424826622 (0.2129604937233163) | > loss_disc_real_3: 0.18683727085590363 (0.22272110840625312) | > loss_disc_real_4: 0.18537291884422302 (0.21674315067085292) | > loss_disc_real_5: 0.20551350712776184 (0.20910472330257024) | > loss_0: 2.1892642974853516 (2.263250211286829) | > grad_norm_0: tensor(13.2798, device='cuda:0') (tensor(13.0277, device='cuda:0')) | > loss_gen: 2.724562644958496 (2.6022052948291488) | > loss_kl: 1.5945245027542114 (1.636562147789453) | > loss_feat: 7.936758041381836 (7.419901244033723) | > loss_mel: 19.876461029052734 (19.773773046640244) | > loss_duration: 2.117403268814087 (2.084853043923011) | > loss_1: 34.24971008300781 (33.5172946975076) | > grad_norm_1: tensor(234.9029, device='cuda:0') (tensor(178.1699, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3883 (0.36396390446544397) | > loader_time: 0.0043 (0.0038295568093745665)  --> TIME: 2024-06-10 21:08:29 -- STEP: 194/330 -- GLOBAL_STEP: 134725 | > loss_disc: 2.1401095390319824 (2.2611595650309164) | > loss_disc_real_0: 0.11044915020465851 (0.11412892870835423) | > loss_disc_real_1: 0.2207585573196411 (0.19669395758165523) | > loss_disc_real_2: 0.19243685901165009 (0.21348695833351194) | > loss_disc_real_3: 0.21912269294261932 (0.2218486039908891) | > loss_disc_real_4: 0.2190767228603363 (0.21546750738448708) | > loss_disc_real_5: 0.18656979501247406 (0.2090821020381966) | > loss_0: 2.1401095390319824 (2.2611595650309164) | > grad_norm_0: tensor(33.1618, device='cuda:0') (tensor(15.1738, device='cuda:0')) | > loss_gen: 2.965296745300293 (2.615200362254665) | > loss_kl: 1.5792361497879028 (1.6305050868348978) | > loss_feat: 8.136466026306152 (7.448948331714905) | > loss_mel: 19.436447143554688 (19.774164593096856) | > loss_duration: 2.11200213432312 (2.0903400182723995) | > loss_1: 34.22945022583008 (33.559158335027035) | > grad_norm_1: tensor(345.9162, device='cuda:0') (tensor(190.5441, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.3889 (0.36661469936370844) | > loader_time: 0.0052 (0.003981971249137955)  --> TIME: 2024-06-10 21:08:40 -- STEP: 219/330 -- GLOBAL_STEP: 134750 | > loss_disc: 2.4171407222747803 (2.257820269832875) | > loss_disc_real_0: 0.14255273342132568 (0.1129724565536192) | > loss_disc_real_1: 0.2225957065820694 (0.19699957759276915) | > loss_disc_real_2: 0.19826056063175201 (0.2129916037734785) | > loss_disc_real_3: 0.21108315885066986 (0.2218416336600639) | > loss_disc_real_4: 0.25212177634239197 (0.21563962707508647) | > loss_disc_real_5: 0.2761586904525757 (0.2084383008550835) | > loss_0: 2.4171407222747803 (2.257820269832875) | > grad_norm_0: tensor(38.4722, device='cuda:0') (tensor(15.9057, device='cuda:0')) | > loss_gen: 2.593099594116211 (2.629073244251618) | > loss_kl: 1.7860143184661865 (1.6310993046521052) | > loss_feat: 7.631024360656738 (7.4960736270364565) | > loss_mel: 19.73764991760254 (19.7575765113308) | > loss_duration: 2.152344226837158 (2.0956460264719783) | > loss_1: 33.9001350402832 (33.609468773619795) | > grad_norm_1: tensor(302.2652, device='cuda:0') (tensor(199.1559, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.4123 (0.370288740010022) | > loader_time: 0.0058 (0.00410766035454458)  --> TIME: 2024-06-10 21:08:50 -- STEP: 244/330 -- GLOBAL_STEP: 134775 | > loss_disc: 2.4219508171081543 (2.2622551419695887) | > loss_disc_real_0: 0.1800081431865692 (0.11500856309335251) | > loss_disc_real_1: 0.283291220664978 (0.19724296781493988) | > loss_disc_real_2: 0.2168564647436142 (0.21313956068431744) | > loss_disc_real_3: 0.196578249335289 (0.2217867169223848) | > loss_disc_real_4: 0.1599208414554596 (0.21478851701392504) | > loss_disc_real_5: 0.18134836852550507 (0.20898438324449486) | > loss_0: 2.4219508171081543 (2.2622551419695887) | > grad_norm_0: tensor(33.0720, device='cuda:0') (tensor(18.9272, device='cuda:0')) | > loss_gen: 2.6341805458068848 (2.629423063309467) | > loss_kl: 1.575930118560791 (1.6318219758448054) | > loss_feat: 7.487912178039551 (7.488788743488124) | > loss_mel: 19.096355438232422 (19.726924778985197) | > loss_duration: 2.0946483612060547 (2.102917612576093) | > loss_1: 32.8890266418457 (33.57987624309105) | > grad_norm_1: tensor(243.5550, device='cuda:0') (tensor(210.4918, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.4174 (0.3741973579907026) | > loader_time: 0.0059 (0.004265637671361202)  --> TIME: 2024-06-10 21:09:01 -- STEP: 269/330 -- GLOBAL_STEP: 134800 | > loss_disc: 2.354574203491211 (2.262417250849502) | > loss_disc_real_0: 0.10981334745883942 (0.11542887471920939) | > loss_disc_real_1: 0.1777864396572113 (0.19723090510053704) | > loss_disc_real_2: 0.21061968803405762 (0.2134291414988528) | > loss_disc_real_3: 0.22293974459171295 (0.2218026702178012) | > loss_disc_real_4: 0.22482529282569885 (0.2150720551776177) | > loss_disc_real_5: 0.22246165573596954 (0.20854504849609384) | > loss_0: 2.354574203491211 (2.262417250849502) | > grad_norm_0: tensor(16.5254, device='cuda:0') (tensor(19.8155, device='cuda:0')) | > loss_gen: 2.5073790550231934 (2.6307611837706166) | > loss_kl: 1.670569658279419 (1.629051103910992) | > loss_feat: 7.083633899688721 (7.513067133807781) | > loss_mel: 18.978628158569336 (19.69955847786262) | > loss_duration: 2.197539806365967 (2.109592596394421) | > loss_1: 32.43775177001953 (33.582030569310554) | > grad_norm_1: tensor(213.7255, device='cuda:0') (tensor(220.1811, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.4326 (0.37862786927630904) | > loader_time: 0.0062 (0.004419517339826958)  --> TIME: 2024-06-10 21:09:12 -- STEP: 294/330 -- GLOBAL_STEP: 134825 | > loss_disc: 2.3387413024902344 (2.267167648490595) | > loss_disc_real_0: 0.13021937012672424 (0.11613104965056287) | > loss_disc_real_1: 0.20265138149261475 (0.1980818185929943) | > loss_disc_real_2: 0.23564499616622925 (0.2138094149377881) | > loss_disc_real_3: 0.18507829308509827 (0.22165063895335813) | > loss_disc_real_4: 0.18808342516422272 (0.21552588912297277) | > loss_disc_real_5: 0.15616311132907867 (0.20882430865245602) | > loss_0: 2.3387413024902344 (2.267167648490595) | > grad_norm_0: tensor(24.7543, device='cuda:0') (tensor(19.7828, device='cuda:0')) | > loss_gen: 2.291612148284912 (2.62401615194723) | > loss_kl: 1.6575154066085815 (1.6291454791211757) | > loss_feat: 7.136298179626465 (7.505334688692677) | > loss_mel: 19.330543518066406 (19.65219259586464) | > loss_duration: 2.2413477897644043 (2.1178856431221473) | > loss_1: 32.657318115234375 (33.52857464511381) | > grad_norm_1: tensor(306.7151, device='cuda:0') (tensor(222.9212, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.4642 (0.38440549049247685) | > loader_time: 0.0085 (0.004584877669405772)  --> TIME: 2024-06-10 21:09:31 -- STEP: 319/330 -- GLOBAL_STEP: 134850 | > loss_disc: 2.3232996463775635 (2.2676429718639426) | > loss_disc_real_0: 0.1383652240037918 (0.11666217928629684) | > loss_disc_real_1: 0.1907384842634201 (0.19845820129571654) | > loss_disc_real_2: 0.21065855026245117 (0.213603143875128) | > loss_disc_real_3: 0.21422076225280762 (0.2217793517912443) | > loss_disc_real_4: 0.19431336224079132 (0.2156711957858275) | > loss_disc_real_5: 0.17487733066082 (0.20860370222864472) | > loss_0: 2.3232996463775635 (2.2676429718639426) | > grad_norm_0: tensor(39.8994, device='cuda:0') (tensor(20.1900, device='cuda:0')) | > loss_gen: 2.543092966079712 (2.6224184043728824) | > loss_kl: 1.7113935947418213 (1.630976757659434) | > loss_feat: 9.427035331726074 (7.533166891355126) | > loss_mel: 19.761070251464844 (19.6042528840068) | > loss_duration: 2.29236102104187 (2.130466864026826) | > loss_1: 35.734954833984375 (33.52128194492065) | > grad_norm_1: tensor(492.5550, device='cuda:0') (tensor(233.5517, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.5982 (0.39512659016074053) | > loader_time: 0.0085 (0.022421846569144983)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.855788469314575 (2.855788469314575) | > loss_disc_real_0: 0.21923792362213135 (0.21923792362213135) | > loss_disc_real_1: 0.45467332005500793 (0.45467332005500793) | > loss_disc_real_2: 0.35870009660720825 (0.35870009660720825) | > loss_disc_real_3: 0.3099941909313202 (0.3099941909313202) | > loss_disc_real_4: 0.30175814032554626 (0.30175814032554626) | > loss_disc_real_5: 0.25763192772865295 (0.25763192772865295) | > loss_0: 2.855788469314575 (2.855788469314575) | > loss_gen: 2.8660967350006104 (2.8660967350006104) | > loss_kl: 1.5181082487106323 (1.5181082487106323) | > loss_feat: 4.91943359375 (4.91943359375) | > loss_mel: 16.11717987060547 (16.11717987060547) | > loss_duration: 2.74845552444458 (2.74845552444458) | > loss_1: 28.169273376464844 (28.169273376464844)  --> STEP: 1 | > loss_disc: 2.4697508811950684 (2.4697508811950684) | > loss_disc_real_0: 0.04782353714108467 (0.04782353714108467) | > loss_disc_real_1: 0.2184601128101349 (0.2184601128101349) | > loss_disc_real_2: 0.2802896797657013 (0.2802896797657013) | > loss_disc_real_3: 0.2620370090007782 (0.2620370090007782) | > loss_disc_real_4: 0.25664469599723816 (0.25664469599723816) | > loss_disc_real_5: 0.3483668863773346 (0.3483668863773346) | > loss_0: 2.4697508811950684 (2.4697508811950684) | > loss_gen: 2.271620035171509 (2.271620035171509) | > loss_kl: 2.4052672386169434 (2.4052672386169434) | > loss_feat: 4.923724174499512 (4.923724174499512) | > loss_mel: 21.051374435424805 (21.051374435424805) | > loss_duration: 2.369025707244873 (2.369025707244873) | > loss_1: 33.02101135253906 (33.02101135253906)  --> STEP: 2 | > loss_disc: 2.5214364528656006 (2.4955936670303345) | > loss_disc_real_0: 0.11382338404655457 (0.08082346059381962) | > loss_disc_real_1: 0.4253481924533844 (0.32190415263175964) | > loss_disc_real_2: 0.2639753818511963 (0.2721325308084488) | > loss_disc_real_3: 0.2918551564216614 (0.2769460827112198) | > loss_disc_real_4: 0.38198280334472656 (0.31931374967098236) | > loss_disc_real_5: 0.36357542872428894 (0.35597115755081177) | > loss_0: 2.5214364528656006 (2.4955936670303345) | > loss_gen: 3.078019380569458 (2.6748197078704834) | > loss_kl: 2.2516884803771973 (2.3284778594970703) | > loss_feat: 5.7756757736206055 (5.349699974060059) | > loss_mel: 19.405576705932617 (20.22847557067871) | > loss_duration: 2.399423599243164 (2.3842246532440186) | > loss_1: 32.91038513183594 (32.9656982421875)  --> STEP: 3 | > loss_disc: 2.0194737911224365 (2.3368870417277017) | > loss_disc_real_0: 0.06883874535560608 (0.0768285555144151) | > loss_disc_real_1: 0.15114113688468933 (0.2649831473827362) | > loss_disc_real_2: 0.24913035333156586 (0.2644651383161545) | > loss_disc_real_3: 0.2712848484516144 (0.27505900462468463) | > loss_disc_real_4: 0.24151572585105896 (0.29338107506434125) | > loss_disc_real_5: 0.21968871355056763 (0.31054367621739704) | > loss_0: 2.0194737911224365 (2.3368870417277017) | > loss_gen: 2.959097146987915 (2.7695788542429605) | > loss_kl: 1.5848485231399536 (2.0806014140446982) | > loss_feat: 7.7445855140686035 (6.147995154062907) | > loss_mel: 23.264236450195312 (21.24039586385091) | > loss_duration: 2.1516542434692383 (2.306701183319092) | > loss_1: 37.70442199707031 (34.54527282714844)  --> STEP: 4 | > loss_disc: 2.3541488647460938 (2.3412024974823) | > loss_disc_real_0: 0.07638052850961685 (0.07671654876321554) | > loss_disc_real_1: 0.2426421344280243 (0.2593978941440582) | > loss_disc_real_2: 0.28381526470184326 (0.2693026699125767) | > loss_disc_real_3: 0.290077805519104 (0.2788137048482895) | > loss_disc_real_4: 0.24757789075374603 (0.28193027898669243) | > loss_disc_real_5: 0.24009433388710022 (0.29293134063482285) | > loss_0: 2.3541488647460938 (2.3412024974823) | > loss_gen: 2.667119264602661 (2.7439639568328857) | > loss_kl: 2.3246994018554688 (2.1416259109973907) | > loss_feat: 6.94283390045166 (6.346704840660095) | > loss_mel: 19.613407135009766 (20.833648681640625) | > loss_duration: 2.1977405548095703 (2.2794610261917114) | > loss_1: 33.74580001831055 (34.345404624938965)  --> STEP: 5 | > loss_disc: 2.047666549682617 (2.282495307922363) | > loss_disc_real_0: 0.06640828400850296 (0.07465489581227303) | > loss_disc_real_1: 0.2691103219985962 (0.2613403797149658) | > loss_disc_real_2: 0.2542085349559784 (0.266283842921257) | > loss_disc_real_3: 0.22072964906692505 (0.2671968936920166) | > loss_disc_real_4: 0.28328415751457214 (0.28220105469226836) | > loss_disc_real_5: 0.2504332959651947 (0.2844317317008972) | > loss_0: 2.047666549682617 (2.282495307922363) | > loss_gen: 3.1170437335968018 (2.818579912185669) | > loss_kl: 1.3992621898651123 (1.993153166770935) | > loss_feat: 6.5653581619262695 (6.39043550491333) | > loss_mel: 19.25933837890625 (20.51878662109375) | > loss_duration: 2.2945876121520996 (2.282486343383789) | > loss_1: 32.635589599609375 (34.003441619873044)  --> STEP: 6 | > loss_disc: 2.2515769004821777 (2.2773422400156655) | > loss_disc_real_0: 0.058449335396289825 (0.07195396907627583) | > loss_disc_real_1: 0.2554909288883209 (0.26036547124385834) | > loss_disc_real_2: 0.2475711703300476 (0.26316506415605545) | > loss_disc_real_3: 0.283527672290802 (0.2699186901251475) | > loss_disc_real_4: 0.3175075054168701 (0.2880854631463687) | > loss_disc_real_5: 0.2760435938835144 (0.28303370873133343) | > loss_0: 2.2515769004821777 (2.2773422400156655) | > loss_gen: 2.9192633628845215 (2.8353604873021445) | > loss_kl: 1.61959707736969 (1.9308938185373943) | > loss_feat: 7.060152053833008 (6.502054929733276) | > loss_mel: 21.576400756835938 (20.69505564371745) | > loss_duration: 2.12786602973938 (2.2567162911097207) | > loss_1: 35.30327606201172 (34.22008069356283)  --> STEP: 7 | > loss_disc: 2.45149302482605 (2.3022209235600064) | > loss_disc_real_0: 0.05493174493312836 (0.0695222227701119) | > loss_disc_real_1: 0.33111220598220825 (0.2704721476350512) | > loss_disc_real_2: 0.3724048137664795 (0.27877074267183033) | > loss_disc_real_3: 0.32945653796195984 (0.27842409695897785) | > loss_disc_real_4: 0.33311885595321655 (0.29451880497591837) | > loss_disc_real_5: 0.2594663202762604 (0.27966693895203726) | > loss_0: 2.45149302482605 (2.3022209235600064) | > loss_gen: 3.3064050674438477 (2.9026525701795305) | > loss_kl: 3.012047052383423 (2.085344280515398) | > loss_feat: 7.8966875076293945 (6.701288155147007) | > loss_mel: 20.35580825805664 (20.64659173148019) | > loss_duration: 2.429687976837158 (2.2814265319279263) | > loss_1: 37.000633239746094 (34.617302485874724)  --> STEP: 8 | > loss_disc: 1.9818205833435059 (2.2621708810329437) | > loss_disc_real_0: 0.043930307030677795 (0.06632323330268264) | > loss_disc_real_1: 0.20875288546085358 (0.2627572398632765) | > loss_disc_real_2: 0.1887093335390091 (0.26751306653022766) | > loss_disc_real_3: 0.23758342862129211 (0.2733190134167671) | > loss_disc_real_4: 0.1797073781490326 (0.28016737662255764) | > loss_disc_real_5: 0.26202261447906494 (0.2774613983929157) | > loss_0: 1.9818205833435059 (2.2621708810329437) | > loss_gen: 2.949239492416382 (2.908475935459137) | > loss_kl: 1.542893648147583 (2.0175379514694214) | > loss_feat: 9.875380516052246 (7.098049700260162) | > loss_mel: 21.632293701171875 (20.76980447769165) | > loss_duration: 2.1690521240234375 (2.267379730939865) | > loss_1: 38.16885757446289 (35.06124687194824)  --> STEP: 9 | > loss_disc: 2.148460865020752 (2.2495364348093667) | > loss_disc_real_0: 0.11972151696681976 (0.07225637593203121) | > loss_disc_real_1: 0.30428221821784973 (0.26737112634711796) | > loss_disc_real_2: 0.3657788336277008 (0.2784314850966136) | > loss_disc_real_3: 0.3090018332004547 (0.2772837711705102) | > loss_disc_real_4: 0.16811971366405487 (0.2677176362938351) | > loss_disc_real_5: 0.267391175031662 (0.2763424846861098) | > loss_0: 2.148460865020752 (2.2495364348093667) | > loss_gen: 3.711698532104492 (2.9977228906419544) | > loss_kl: 1.421358346939087 (1.9512957731882732) | > loss_feat: 10.846776962280273 (7.51457495159573) | > loss_mel: 23.81578254699707 (21.108246485392254) | > loss_duration: 2.1346616744995117 (2.2526332802242703) | > loss_1: 41.93027877807617 (35.82447263929579)  --> STEP: 10 | > loss_disc: 2.2962472438812256 (2.2542075157165526) | > loss_disc_real_0: 0.10001647472381592 (0.07503238581120968) | > loss_disc_real_1: 0.2894936203956604 (0.2695833757519722) | > loss_disc_real_2: 0.21071931719779968 (0.2716602683067322) | > loss_disc_real_3: 0.2707670331001282 (0.276632097363472) | > loss_disc_real_4: 0.2424047440290451 (0.2651863470673561) | > loss_disc_real_5: 0.2671150267124176 (0.27541973888874055) | > loss_0: 2.2962472438812256 (2.2542075157165526) | > loss_gen: 2.8615944385528564 (2.9841100454330443) | > loss_kl: 2.1261794567108154 (1.9687841415405274) | > loss_feat: 7.108500957489014 (7.473967552185059) | > loss_mel: 18.444042205810547 (20.841826057434083) | > loss_duration: 2.2673282623291016 (2.2541027784347536) | > loss_1: 32.807647705078125 (35.522790145874026)  --> STEP: 11 | > loss_disc: 2.168523073196411 (2.2464180209419946) | > loss_disc_real_0: 0.04949063062667847 (0.07271040806716139) | > loss_disc_real_1: 0.17797721922397614 (0.2612555433403362) | > loss_disc_real_2: 0.3111867308616638 (0.27525358308445325) | > loss_disc_real_3: 0.23745042085647583 (0.2730701267719269) | > loss_disc_real_4: 0.3220365643501282 (0.2703545486385172) | > loss_disc_real_5: 0.3344472050666809 (0.2807858721776442) | > loss_0: 2.168523073196411 (2.2464180209419946) | > loss_gen: 3.1224443912506104 (2.9966858950528232) | > loss_kl: 2.1956751346588135 (1.9894105954603716) | > loss_feat: 7.6201701164245605 (7.487258694388649) | > loss_mel: 19.319242477416992 (20.70340936834162) | > loss_duration: 2.3901073932647705 (2.266466834328391) | > loss_1: 34.647640228271484 (35.44323106245561)  --> STEP: 12 | > loss_disc: 2.2242133617401123 (2.2445676326751713) | > loss_disc_real_0: 0.10831911861896515 (0.07567780061314504) | > loss_disc_real_1: 0.3082515597343445 (0.2651718780398369) | > loss_disc_real_2: 0.28538408875465393 (0.2760977918903033) | > loss_disc_real_3: 0.25027257204055786 (0.2711703305443128) | > loss_disc_real_4: 0.2109663337469101 (0.2654055307308833) | > loss_disc_real_5: 0.18638211488723755 (0.27291889240344364) | > loss_0: 2.2242133617401123 (2.2445676326751713) | > loss_gen: 2.8513152599334717 (2.9845716754595437) | > loss_kl: 1.8059191703796387 (1.9741196433703105) | > loss_feat: 8.2468843460083 (7.550560832023621) | > loss_mel: 20.926753997802734 (20.722021420796715) | > loss_duration: 2.23325252532959 (2.2636989752451577) | > loss_1: 36.064125061035156 (35.494972229003906)  --> STEP: 13 | > loss_disc: 2.3570449352264404 (2.2532197328714227) | > loss_disc_real_0: 0.05701112374663353 (0.07424190239264415) | > loss_disc_real_1: 0.2842634618282318 (0.26664046140817493) | > loss_disc_real_2: 0.33633407950401306 (0.28073135247597325) | > loss_disc_real_3: 0.28658327460289 (0.27235594162574184) | > loss_disc_real_4: 0.2966644763946533 (0.26781006501271176) | > loss_disc_real_5: 0.31624728441238403 (0.27625184563490063) | > loss_0: 2.3570449352264404 (2.2532197328714227) | > loss_gen: 2.9940855503082275 (2.985303511986366) | > loss_kl: 2.196474313735962 (1.991223848783053) | > loss_feat: 6.964321136474609 (7.505465470827543) | > loss_mel: 18.199371337890625 (20.52797141441932) | > loss_duration: 2.164921283721924 (2.256100691281832) | > loss_1: 32.51917266845703 (35.2660645705003)  --> STEP: 14 | > loss_disc: 2.442690372467041 (2.2667533499853953) | > loss_disc_real_0: 0.08841030299663544 (0.07525393100721496) | > loss_disc_real_1: 0.285026490688324 (0.26795374921389986) | > loss_disc_real_2: 0.27785301208496094 (0.28052575673375807) | > loss_disc_real_3: 0.24360311031341553 (0.27030216796057566) | > loss_disc_real_4: 0.23129487037658691 (0.2652018368244171) | > loss_disc_real_5: 0.21206563711166382 (0.27166711645466946) | > loss_0: 2.442690372467041 (2.2667533499853953) | > loss_gen: 2.4635632038116455 (2.948036347116743) | > loss_kl: 2.557299852371216 (2.0316578490393504) | > loss_feat: 6.501241207122803 (7.433735166277204) | > loss_mel: 18.71275520324707 (20.398313113621303) | > loss_duration: 2.32224702835083 (2.2608254296439037) | > loss_1: 32.55710983276367 (35.07256780351911)  --> STEP: 15 | > loss_disc: 2.3461694717407227 (2.272047758102417) | > loss_disc_real_0: 0.08336266875267029 (0.07579451352357865) | > loss_disc_real_1: 0.2949322760105133 (0.26975231766700747) | > loss_disc_real_2: 0.27587786316871643 (0.28021589716275536) | > loss_disc_real_3: 0.21716530621051788 (0.2667597105105718) | > loss_disc_real_4: 0.172815203666687 (0.2590427279472351) | > loss_disc_real_5: 0.19723312556743622 (0.2667048503955206) | > loss_0: 2.3461694717407227 (2.272047758102417) | > loss_gen: 2.61891508102417 (2.926094929377238) | > loss_kl: 2.496565341949463 (2.0626516819000247) | > loss_feat: 7.608570575714111 (7.445390860239665) | > loss_mel: 18.076202392578125 (20.243505732218424) | > loss_duration: 2.3287339210510254 (2.265352662404378) | > loss_1: 33.128990173339844 (34.94299596150715)  --> STEP: 16 | > loss_disc: 1.8366764783859253 (2.2448370531201363) | > loss_disc_real_0: 0.08470053970813751 (0.07635114016011357) | > loss_disc_real_1: 0.2510531544685364 (0.268583619967103) | > loss_disc_real_2: 0.30968913435935974 (0.2820579744875431) | > loss_disc_real_3: 0.20646777749061584 (0.26299146469682455) | > loss_disc_real_4: 0.19561907649040222 (0.25507874973118305) | > loss_disc_real_5: 0.2303294837474823 (0.2644313899800182) | > loss_0: 1.8366764783859253 (2.2448370531201363) | > loss_gen: 3.6438148021698 (2.970952421426773) | > loss_kl: 2.263127326965332 (2.075181409716606) | > loss_feat: 9.36628532409668 (7.565446764230728) | > loss_mel: 18.735939025878906 (20.149282813072205) | > loss_duration: 2.3266849517822266 (2.2691859304904938) | > loss_1: 36.335853576660156 (35.03004956245422)  --> STEP: 17 | > loss_disc: 2.4143221378326416 (2.2548067639855778) | > loss_disc_real_0: 0.09251523017883301 (0.07730196898474413) | > loss_disc_real_1: 0.3002139925956726 (0.27044423012172475) | > loss_disc_real_2: 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loss_disc_real_5: 0.17270547151565552 (0.2602431716190445) | > loss_0: 2.2214276790618896 (2.252952370378706) | > loss_gen: 3.0617001056671143 (2.978854854901632) | > loss_kl: 2.4567453861236572 (2.0770448048909507) | > loss_feat: 9.875269889831543 (7.653125312593248) | > loss_mel: 20.134056091308594 (20.09761291080051) | > loss_duration: 2.206160068511963 (2.269646300209893) | > loss_1: 37.73393249511719 (35.076284620496956)  --> STEP: 19 | > loss_disc: 2.2447686195373535 (2.252521646650214) | > loss_disc_real_0: 0.07183832675218582 (0.0799668141101536) | > loss_disc_real_1: 0.3410554528236389 (0.27159563412791804) | > loss_disc_real_2: 0.3195056915283203 (0.2824127281966962) | > loss_disc_real_3: 0.2632061839103699 (0.2653861986963372) | > loss_disc_real_4: 0.2573193907737732 (0.2565557478289855) | > loss_disc_real_5: 0.29958659410476685 (0.2623138780656614) | > loss_0: 2.2447686195373535 (2.252521646650214) | > loss_gen: 3.4665536880493164 (3.0045232145409835) | > loss_kl: 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(2.2737982153892515) | > loss_1: 36.16502380371094 (35.257264518737784)  --> STEP: 21 | > loss_disc: 2.3072290420532227 (2.2675365209579468) | > loss_disc_real_0: 0.07220375537872314 (0.0805213273990722) | > loss_disc_real_1: 0.28291672468185425 (0.27380811813331785) | > loss_disc_real_2: 0.21403293311595917 (0.281659477523395) | > loss_disc_real_3: 0.28946998715400696 (0.2671627217815036) | > loss_disc_real_4: 0.3242443799972534 (0.2583615148351306) | > loss_disc_real_5: 0.34856927394866943 (0.2668851876542682) | > loss_0: 2.3072290420532227 (2.2675365209579468) | > loss_gen: 3.1911816596984863 (3.0141392889476957) | > loss_kl: 1.9970670938491821 (2.0357770919799805) | > loss_feat: 7.143118858337402 (7.764089062100365) | > loss_mel: 18.602603912353516 (20.07186544509161) | > loss_duration: 2.167354106903076 (2.2687294483184814) | > loss_1: 33.10132598876953 (35.154600779215485)  --> STEP: 22 | > loss_disc: 2.1302690505981445 (2.2612970904870466) | > loss_disc_real_0: 0.04265197739005089 (0.07879999330775304) | > loss_disc_real_1: 0.2290763556957245 (0.27177485620433633) | > loss_disc_real_2: 0.30736666917800903 (0.28282798623496835) | > loss_disc_real_3: 0.2949123978614807 (0.2684240706942298) | > loss_disc_real_4: 0.219330295920372 (0.25658736852082337) | > loss_disc_real_5: 0.20689915120601654 (0.2641585496338931) | > loss_0: 2.1302690505981445 (2.2612970904870466) | > loss_gen: 3.0318517684936523 (3.01494440165433) | > loss_kl: 1.797592282295227 (2.0249505097215827) | > loss_feat: 9.237074851989746 (7.831042961640791) | > loss_mel: 20.510072708129883 (20.091783957047895) | > loss_duration: 2.1743693351745605 (2.264440352266485) | > loss_1: 36.75096130371094 (35.227162621238)  --> STEP: 23 | > loss_disc: 2.287332773208618 (2.2624290766923325) | > loss_disc_real_0: 0.09921962022781372 (0.07968780317384264) | > loss_disc_real_1: 0.2811630070209503 (0.2721830366746239) | > loss_disc_real_2: 0.28925126791000366 (0.28310725935127423) | > loss_disc_real_3: 0.29627352952957153 (0.269634916730549) | > loss_disc_real_4: 0.3028246760368347 (0.25859768623891083) | > loss_disc_real_5: 0.2639522850513458 (0.264149581608565) | > loss_0: 2.287332773208618 (2.2624290766923325) | > loss_gen: 3.1078662872314453 (3.018984483635944) | > loss_kl: 2.4212441444396973 (2.042180667752805) | > loss_feat: 7.4903154373168945 (7.816228721452796) | > loss_mel: 20.41032600402832 (20.105633611264437) | > loss_duration: 2.3078017234802246 (2.266325629275778) | > loss_1: 35.737552642822266 (35.249353491741665)  --> STEP: 24 | > loss_disc: 2.366147994995117 (2.266750698288282) | > loss_disc_real_0: 0.09289618581533432 (0.08023815245057146) | > loss_disc_real_1: 0.29418885707855225 (0.2730999458581209) | > loss_disc_real_2: 0.3477550745010376 (0.2858009183158477) | > loss_disc_real_3: 0.29813578724861145 (0.270822453002135) | > loss_disc_real_4: 0.2976626455783844 (0.2602253928780556) | > loss_disc_real_5: 0.2550123929977417 (0.26376886541644734) | > loss_0: 2.366147994995117 (2.266750698288282) | > loss_gen: 2.882858991622925 (3.0133125881354013) | > loss_kl: 2.2747721672058105 (2.051871980230014) | > loss_feat: 6.130532741546631 (7.745991388956706) | > loss_mel: 18.245006561279297 (20.02810748418172) | > loss_duration: 2.427450180053711 (2.2730391522248583) | > loss_1: 31.96061897277832 (35.11232288678486)  --> STEP: 25 | > loss_disc: 2.3703465461730957 (2.270894532203674) | > loss_disc_real_0: 0.07312944531440735 (0.07995380416512489) | > loss_disc_real_1: 0.29859569668769836 (0.27411977589130404) | > loss_disc_real_2: 0.3964674770832062 (0.29022758066654203) | > loss_disc_real_3: 0.2327839583158493 (0.2693009132146835) | > loss_disc_real_4: 0.20981061458587646 (0.2582088017463684) | > loss_disc_real_5: 0.24926434457302094 (0.2631886845827103) | > loss_0: 2.3703465461730957 (2.270894532203674) | > loss_gen: 2.832256317138672 (3.006070337295532) | > loss_kl: 2.5402514934539795 (2.0714071607589726) | > loss_feat: 10.287188529968262 (7.847639274597168) | > loss_mel: 19.968217849731445 (20.02571189880371) | > loss_duration: 2.3315725326538086 (2.2753804874420163) | > loss_1: 37.95948791503906 (35.22620948791503)  --> STEP: 26 | > loss_disc: 2.6823883056640625 (2.2867212157983046) | > loss_disc_real_0: 0.0817754864692688 (0.08002386886913043) | > loss_disc_real_1: 0.21135132014751434 (0.2717056045165429) | > loss_disc_real_2: 0.28881070017814636 (0.29017308526314217) | > loss_disc_real_3: 0.2615662217140198 (0.2690034250800426) | > loss_disc_real_4: 0.31014373898506165 (0.26020629933247197) | > loss_disc_real_5: 0.5437496900558472 (0.2739794924855232) | > loss_0: 2.6823883056640625 (2.2867212157983046) | > loss_gen: 2.661245584487915 (2.9928078468029318) | > loss_kl: 2.003772735595703 (2.0688058367142315) | > loss_feat: 11.302962303161621 (7.980536314157339) | > loss_mel: 22.73120880126953 (20.12976947197547) | > loss_duration: 2.2789344787597656 (2.275517179415776) | > loss_1: 40.978126525878906 (35.44743706629826) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024033876565786507 (-0.00010326275458702678) | > avg_loss_disc: 2.2867212157983046 (-0.038675321982457156) | > avg_loss_disc_real_0: 0.08002386886913043 (-0.011669431598140642) | > avg_loss_disc_real_1: 0.2717056045165429 (-0.012491846886964919) | > avg_loss_disc_real_2: 0.29017308526314217 (+0.07686756952450821) | > avg_loss_disc_real_3: 0.2690034250800426 (+0.02349636589105311) | > avg_loss_disc_real_4: 0.26020629933247197 (+0.006649373815609871) | > avg_loss_disc_real_5: 0.2739794924855232 (+0.027134382380889055) | > avg_loss_0: 2.2867212157983046 (-0.038675321982457156) | > avg_loss_gen: 2.9928078468029318 (+0.3868438463944659) | > avg_loss_kl: 2.0688058367142315 (-0.002171612702882353) | > avg_loss_feat: 7.980536314157339 (+0.7461598102863016) | > avg_loss_mel: 20.12976947197547 (+0.8514085549574588) | > avg_loss_duration: 2.275517179415776 (-0.010948327871469932) | > avg_loss_1: 35.44743706629826 (+1.9712927891657799)  > EPOCH: 142/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:09:56)   --> TIME: 2024-06-10 21:10:02 -- STEP: 14/330 -- GLOBAL_STEP: 134875 | > loss_disc: 2.333491086959839 (2.367435029574803) | > loss_disc_real_0: 0.12286839634180069 (0.11584348604083061) | > loss_disc_real_1: 0.2302732765674591 (0.20917847326823644) | > loss_disc_real_2: 0.2675783634185791 (0.22684001816170557) | > loss_disc_real_3: 0.22143764793872833 (0.22672333781208312) | > loss_disc_real_4: 0.22376568615436554 (0.2223933402981077) | > loss_disc_real_5: 0.2155301421880722 (0.23026717454195023) | > loss_0: 2.333491086959839 (2.367435029574803) | > grad_norm_0: tensor(34.5477, device='cuda:0') (tensor(19.0297, device='cuda:0')) | > loss_gen: 2.565288543701172 (2.488648465701512) | > loss_kl: 1.574249029159546 (1.6127573336873735) | > loss_feat: 7.419716835021973 (6.759367840630667) | > loss_mel: 19.5236873626709 (19.970433507646835) | > loss_duration: 2.128933906555176 (2.2159656626837596) | > loss_1: 33.211875915527344 (33.047172410147525) | > grad_norm_1: tensor(459.9323, device='cuda:0') (tensor(219.4578, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3307 (0.33376487663814) | > loader_time: 0.0031 (0.002967613083975656)  --> TIME: 2024-06-10 21:10:11 -- STEP: 39/330 -- GLOBAL_STEP: 134900 | > loss_disc: 2.1959240436553955 (2.284778497157953) | > loss_disc_real_0: 0.09358689934015274 (0.10869818925857544) | > loss_disc_real_1: 0.16527916491031647 (0.19652660076434797) | > loss_disc_real_2: 0.2285291701555252 (0.2180407635676555) | > loss_disc_real_3: 0.2352725714445114 (0.22259820501009622) | > loss_disc_real_4: 0.2176288515329361 (0.2185406398314696) | > loss_disc_real_5: 0.2156718671321869 (0.2156445406950437) | > loss_0: 2.1959240436553955 (2.284778497157953) | > grad_norm_0: tensor(15.7633, device='cuda:0') (tensor(16.6692, device='cuda:0')) | > loss_gen: 2.719309091567993 (2.5640640503320937) | > loss_kl: 1.6694531440734863 (1.6142115745788965) | > loss_feat: 8.344131469726562 (7.115018367767334) | > loss_mel: 20.05014419555664 (19.893962713388298) | > loss_duration: 2.0706019401550293 (2.126922582968688) | > loss_1: 34.853641510009766 (33.314179200392516) | > grad_norm_1: tensor(136.7997, device='cuda:0') (tensor(218.0363, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3292 (0.337523252536089) | > loader_time: 0.0031 (0.003141947281666291)  --> TIME: 2024-06-10 21:10:20 -- STEP: 64/330 -- GLOBAL_STEP: 134925 | > loss_disc: 2.241713523864746 (2.276055339723826) | > loss_disc_real_0: 0.11820587515830994 (0.10989387170411646) | > loss_disc_real_1: 0.2071232944726944 (0.19754141988232732) | > loss_disc_real_2: 0.1940169632434845 (0.2170876965392381) | > loss_disc_real_3: 0.22688081860542297 (0.22236889088526368) | > loss_disc_real_4: 0.19699139893054962 (0.21884746034629643) | > loss_disc_real_5: 0.18947888910770416 (0.21397830150090158) | > loss_0: 2.241713523864746 (2.276055339723826) | > grad_norm_0: tensor(8.2912, device='cuda:0') (tensor(15.4115, device='cuda:0')) | > loss_gen: 2.630927085876465 (2.574179701507092) | > loss_kl: 1.6438663005828857 (1.6214231736958027) | > loss_feat: 7.298593521118164 (7.262335896492004) | > loss_mel: 19.687427520751953 (19.845160961151134) | > loss_duration: 2.0627617835998535 (2.09747138619423) | > loss_1: 33.323577880859375 (33.40057122707367) | > grad_norm_1: tensor(157.4509, device='cuda:0') (tensor(195.1186, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3715 (0.34408487379550934) | > loader_time: 0.0034 (0.003379538655281067)  --> TIME: 2024-06-10 21:10:29 -- STEP: 89/330 -- GLOBAL_STEP: 134950 | > loss_disc: 2.2289605140686035 (2.2722065395183786) | > loss_disc_real_0: 0.08852356672286987 (0.11047926059599673) | > loss_disc_real_1: 0.1449861228466034 (0.19768612940659683) | > loss_disc_real_2: 0.2593221068382263 (0.21604297703571534) | > loss_disc_real_3: 0.2115287482738495 (0.2224488730510969) | > loss_disc_real_4: 0.21589721739292145 (0.21837324272380787) | > loss_disc_real_5: 0.19506655633449554 (0.2151488003770957) | > loss_0: 2.2289605140686035 (2.2722065395183786) | > grad_norm_0: tensor(25.0689, device='cuda:0') (tensor(15.5514, device='cuda:0')) | > loss_gen: 2.3765459060668945 (2.583322972394109) | > loss_kl: 1.5234707593917847 (1.6231951445675967) | > loss_feat: 6.851865291595459 (7.325166016482235) | > loss_mel: 19.143264770507812 (19.792590430613323) | > loss_duration: 2.0860533714294434 (2.0845931755023064) | > loss_1: 31.981199264526367 (33.40886791100661) | > grad_norm_1: tensor(325.0612, device='cuda:0') (tensor(205.0805, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3658 (0.3491343299994309) | > loader_time: 0.0041 (0.003531295262025983)  --> TIME: 2024-06-10 21:10:38 -- STEP: 114/330 -- GLOBAL_STEP: 134975 | > loss_disc: 2.2908518314361572 (2.2654656422765633) | > loss_disc_real_0: 0.10911699384450912 (0.11005331948399544) | > loss_disc_real_1: 0.23639489710330963 (0.1966117004814901) | > loss_disc_real_2: 0.2180241495370865 (0.21603116981293025) | > loss_disc_real_3: 0.2333611398935318 (0.2218777062861543) | > loss_disc_real_4: 0.2290274053812027 (0.2170840208990532) | > loss_disc_real_5: 0.23455598950386047 (0.21288130380082548) | > loss_0: 2.2908518314361572 (2.2654656422765633) | > grad_norm_0: tensor(14.5119, device='cuda:0') (tensor(16.0652, device='cuda:0')) | > loss_gen: 2.809088706970215 (2.601902150271233) | > loss_kl: 1.6759902238845825 (1.6343663554442556) | > loss_feat: 7.812859535217285 (7.396139040327909) | > loss_mel: 20.083547592163086 (19.801238796167215) | > loss_duration: 2.076737642288208 (2.081357822083591) | > loss_1: 34.458221435546875 (33.51500425840677) | > grad_norm_1: tensor(245.7048, device='cuda:0') (tensor(211.0363, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3562 (0.3523773017682528) | > loader_time: 0.0038 (0.0036546870281821803)  --> TIME: 2024-06-10 21:10:48 -- STEP: 139/330 -- GLOBAL_STEP: 135000 | > loss_disc: 2.22430157661438 (2.2648080887554363) | > loss_disc_real_0: 0.13127829134464264 (0.1104016187165281) | > loss_disc_real_1: 0.16084229946136475 (0.1964196405179209) | > loss_disc_real_2: 0.20972052216529846 (0.21551817591241795) | > loss_disc_real_3: 0.22801071405410767 (0.2218961156100678) | > loss_disc_real_4: 0.19911731779575348 (0.21691191432287368) | > loss_disc_real_5: 0.18328724801540375 (0.2127452137873327) | > loss_0: 2.22430157661438 (2.2648080887554363) | > grad_norm_0: tensor(9.9217, device='cuda:0') (tensor(15.8143, device='cuda:0')) | > loss_gen: 2.6433916091918945 (2.6027923316406705) | > loss_kl: 1.6632040739059448 (1.638729444510645) | > loss_feat: 7.2235002517700195 (7.392571089079055) | > loss_mel: 19.159053802490234 (19.79777015027383) | > loss_duration: 2.146739959716797 (2.0826329430230226) | > loss_1: 32.83588790893555 (33.51449600055062) | > grad_norm_1: tensor(204.2547, device='cuda:0') (tensor(214.8956, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3545 (0.3536689161396714) | > loader_time: 0.0043 (0.0037781969248819693) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_135000.pth  --> TIME: 2024-06-10 21:11:02 -- STEP: 164/330 -- GLOBAL_STEP: 135025 | > loss_disc: 2.390756130218506 (2.264909991403906) | > loss_disc_real_0: 0.15737169981002808 (0.1123353775318076) | > loss_disc_real_1: 0.23139913380146027 (0.19638513492011442) | > loss_disc_real_2: 0.24531318247318268 (0.21576843728742948) | > loss_disc_real_3: 0.23924027383327484 (0.221898896665108) | > loss_disc_real_4: 0.27297866344451904 (0.21647580703947603) | > loss_disc_real_5: 0.25680139660835266 (0.21187587218677126) | > loss_0: 2.390756130218506 (2.264909991403906) | > grad_norm_0: tensor(27.1952, device='cuda:0') (tensor(17.0703, device='cuda:0')) | > loss_gen: 2.589890480041504 (2.6059453938065524) | > loss_kl: 1.7170543670654297 (1.638874599846398) | > loss_feat: 7.658775806427002 (7.403256532622547) | > loss_mel: 19.371780395507812 (19.775486085473045) | > loss_duration: 2.1615219116210938 (2.082954941726313) | > loss_1: 33.4990234375 (33.506517584730915) | > grad_norm_1: tensor(208.2097, device='cuda:0') (tensor(224.3500, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3629 (0.35574990365563386) | > loader_time: 0.0045 (0.003909459928186928)  --> TIME: 2024-06-10 21:11:11 -- STEP: 189/330 -- GLOBAL_STEP: 135050 | > loss_disc: 2.228414297103882 (2.264164756845545) | > loss_disc_real_0: 0.09059064090251923 (0.11172812842029743) | > loss_disc_real_1: 0.1909041404724121 (0.1964549116356663) | > loss_disc_real_2: 0.23009730875492096 (0.21621647760981605) | > loss_disc_real_3: 0.23443923890590668 (0.22191815622269168) | > loss_disc_real_4: 0.21988001465797424 (0.2157921502514491) | > loss_disc_real_5: 0.2029731720685959 (0.21112964668917278) | > loss_0: 2.228414297103882 (2.264164756845545) | > grad_norm_0: tensor(37.5273, device='cuda:0') (tensor(18.1515, device='cuda:0')) | > loss_gen: 2.6022098064422607 (2.6085682394643332) | > loss_kl: 1.7025383710861206 (1.640847158179712) | > loss_feat: 7.476146697998047 (7.413446532355414) | > loss_mel: 19.5633602142334 (19.731702966034106) | > loss_duration: 2.1602706909179688 (2.0884026484514675) | > loss_1: 33.50452423095703 (33.482967568453006) | > grad_norm_1: tensor(394.2131, device='cuda:0') (tensor(237.3374, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.3792 (0.359532810392834) | > loader_time: 0.0048 (0.004019643894579044)  --> TIME: 2024-06-10 21:11:21 -- STEP: 214/330 -- GLOBAL_STEP: 135075 | > loss_disc: 2.3480818271636963 (2.2660916286094173) | > loss_disc_real_0: 0.14242002367973328 (0.11209621410990987) | > loss_disc_real_1: 0.19515949487686157 (0.19678190225195663) | > loss_disc_real_2: 0.2416861355304718 (0.21605208007810273) | > loss_disc_real_3: 0.2544761896133423 (0.22181900715995065) | > loss_disc_real_4: 0.2539448142051697 (0.21604639709552872) | > loss_disc_real_5: 0.22275321185588837 (0.211146831373188) | > loss_0: 2.3480818271636963 (2.2660916286094173) | > grad_norm_0: tensor(17.4121, device='cuda:0') (tensor(18.6129, device='cuda:0')) | > loss_gen: 2.5776588916778564 (2.6094754912028817) | > loss_kl: 1.6207751035690308 (1.6469956107228716) | > loss_feat: 6.24520206451416 (7.426004260499901) | > loss_mel: 18.74846076965332 (19.703139501197334) | > loss_duration: 2.180079698562622 (2.0940487752450974) | > loss_1: 31.372177124023438 (33.479663617143) | > grad_norm_1: tensor(268.8818, device='cuda:0') (tensor(244.0597, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.4155 (0.363748303083616) | > loader_time: 0.0052 (0.004154537325707551)  --> TIME: 2024-06-10 21:11:32 -- STEP: 239/330 -- GLOBAL_STEP: 135100 | > loss_disc: 2.2636818885803223 (2.261697494834038) | > loss_disc_real_0: 0.08629654347896576 (0.11269883959550239) | > loss_disc_real_1: 0.24587063491344452 (0.19755231080943073) | > loss_disc_real_2: 0.2659982144832611 (0.2149919457889501) | > loss_disc_real_3: 0.2674159109592438 (0.22163053262183863) | > loss_disc_real_4: 0.23972205817699432 (0.21558822710144968) | > loss_disc_real_5: 0.2436590939760208 (0.21026723984644502) | > loss_0: 2.2636818885803223 (2.261697494834038) | > grad_norm_0: tensor(22.6397, device='cuda:0') (tensor(19.8516, device='cuda:0')) | > loss_gen: 2.693240165710449 (2.617744927625777) | > loss_kl: 1.7338498830795288 (1.6439206310894698) | > loss_feat: 7.7154130935668945 (7.453562844248497) | > loss_mel: 19.33575439453125 (19.67512407661982) | > loss_duration: 2.123493194580078 (2.100867976703406) | > loss_1: 33.601749420166016 (33.491220442320994) | > grad_norm_1: tensor(224.2055, device='cuda:0') (tensor(252.1165, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.4098 (0.3687189962075845) | > loader_time: 0.0056 (0.004314116354267968)  --> TIME: 2024-06-10 21:11:43 -- STEP: 264/330 -- GLOBAL_STEP: 135125 | > loss_disc: 2.32782244682312 (2.262128826343652) | > loss_disc_real_0: 0.0941900685429573 (0.11271988143297759) | > loss_disc_real_1: 0.21718792617321014 (0.19780099629001183) | > loss_disc_real_2: 0.2003515660762787 (0.21505998114519048) | > loss_disc_real_3: 0.26884159445762634 (0.22188359081293602) | > loss_disc_real_4: 0.22671237587928772 (0.21562681375353626) | > loss_disc_real_5: 0.22666320204734802 (0.20974448470003676) | > loss_0: 2.32782244682312 (2.262128826343652) | > grad_norm_0: tensor(53.1916, device='cuda:0') (tensor(20.9012, device='cuda:0')) | > loss_gen: 2.6420233249664307 (2.6164477133389688) | > loss_kl: 1.6026034355163574 (1.6451270512559197) | > loss_feat: 7.941424369812012 (7.46894649664561) | > loss_mel: 19.473915100097656 (19.63934701139278) | > loss_duration: 2.19284987449646 (2.106835370714016) | > loss_1: 33.852813720703125 (33.47670363657401) | > grad_norm_1: tensor(451.8226, device='cuda:0') (tensor(263.1394, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.4381 (0.3738990498311593) | > loader_time: 0.0059 (0.004453443216555048)  --> TIME: 2024-06-10 21:11:54 -- STEP: 289/330 -- GLOBAL_STEP: 135150 | > loss_disc: 2.2268288135528564 (2.258142972899968) | > loss_disc_real_0: 0.09020684659481049 (0.11340175706983438) | > loss_disc_real_1: 0.19655823707580566 (0.19780335206680233) | > loss_disc_real_2: 0.17399698495864868 (0.21463182960414562) | > loss_disc_real_3: 0.24733200669288635 (0.22098413568673253) | > loss_disc_real_4: 0.18299008905887604 (0.2147147559583394) | > loss_disc_real_5: 0.18889066576957703 (0.20843856820391948) | > loss_0: 2.2268288135528564 (2.258142972899968) | > grad_norm_0: tensor(56.0329, device='cuda:0') (tensor(22.7058, device='cuda:0')) | > loss_gen: 2.768787384033203 (2.6265723408299757) | > loss_kl: 1.7020519971847534 (1.6482426076611845) | > loss_feat: 7.848232269287109 (7.51700536107522) | > loss_mel: 19.9870662689209 (19.622234568876397) | > loss_duration: 2.2479100227355957 (2.1149555036353416) | > loss_1: 34.554046630859375 (33.529010376715725) | > grad_norm_1: tensor(582.3349, device='cuda:0') (tensor(271.9321, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.4648 (0.3802457754999709) | > loader_time: 0.0068 (0.004626063739552218)  --> TIME: 2024-06-10 21:12:07 -- STEP: 314/330 -- GLOBAL_STEP: 135175 | > loss_disc: 2.2156152725219727 (2.260474917994942) | > loss_disc_real_0: 0.13816183805465698 (0.11454108307600781) | > loss_disc_real_1: 0.19795405864715576 (0.1978214980595431) | > loss_disc_real_2: 0.20191998779773712 (0.2145614897844139) | > loss_disc_real_3: 0.20602858066558838 (0.22078462799263607) | > loss_disc_real_4: 0.20850849151611328 (0.21454487437275568) | > loss_disc_real_5: 0.19976548850536346 (0.2085321965111289) | > loss_0: 2.2156152725219727 (2.260474917994942) | > grad_norm_0: tensor(15.8296, device='cuda:0') (tensor(23.6236, device='cuda:0')) | > loss_gen: 2.5632429122924805 (2.6250519228589013) | > loss_kl: 1.6773502826690674 (1.652266397597683) | > loss_feat: 8.396507263183594 (7.5395201801494425) | > loss_mel: 19.322776794433594 (19.594903769766468) | > loss_duration: 2.301449775695801 (2.126491733417391) | > loss_1: 34.26132583618164 (33.538234006067725) | > grad_norm_1: tensor(91.8366, device='cuda:0') (tensor(278.1650, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.5128 (0.3893430992296548) | > loader_time: 0.0085 (0.0048507452011108424)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.457249164581299 (2.457249164581299) | > loss_disc_real_0: 0.1847093403339386 (0.1847093403339386) | > loss_disc_real_1: 0.2076708972454071 (0.2076708972454071) | > loss_disc_real_2: 0.2565597593784332 (0.2565597593784332) | > loss_disc_real_3: 0.2583734095096588 (0.2583734095096588) | > loss_disc_real_4: 0.3100900650024414 (0.3100900650024414) | > loss_disc_real_5: 0.25331106781959534 (0.25331106781959534) | > loss_0: 2.457249164581299 (2.457249164581299) | > loss_gen: 2.8854894638061523 (2.8854894638061523) | > loss_kl: 1.85952627658844 (1.85952627658844) | > loss_feat: 7.224685192108154 (7.224685192108154) | > loss_mel: 19.46168327331543 (19.46168327331543) | > loss_duration: 2.767056465148926 (2.767056465148926) | > loss_1: 34.19844055175781 (34.19844055175781)  --> STEP: 1 | > loss_disc: 2.2682604789733887 (2.2682604789733887) | > loss_disc_real_0: 0.09245534986257553 (0.09245534986257553) | > loss_disc_real_1: 0.1434991955757141 (0.1434991955757141) | > loss_disc_real_2: 0.18212555348873138 (0.18212555348873138) | > loss_disc_real_3: 0.20570002496242523 (0.20570002496242523) | > loss_disc_real_4: 0.25084245204925537 (0.25084245204925537) | > loss_disc_real_5: 0.2367018312215805 (0.2367018312215805) | > loss_0: 2.2682604789733887 (2.2682604789733887) | > loss_gen: 2.4986469745635986 (2.4986469745635986) | > loss_kl: 2.0327532291412354 (2.0327532291412354) | > loss_feat: 7.658645153045654 (7.658645153045654) | > loss_mel: 21.630556106567383 (21.630556106567383) | > loss_duration: 2.339808940887451 (2.339808940887451) | > loss_1: 36.1604118347168 (36.1604118347168)  --> STEP: 2 | > loss_disc: 2.17376971244812 (2.2210150957107544) | > loss_disc_real_0: 0.13784943521022797 (0.11515239253640175) | > loss_disc_real_1: 0.24882373213768005 (0.19616146385669708) | > loss_disc_real_2: 0.27764013409614563 (0.2298828437924385) | > loss_disc_real_3: 0.30322518944740295 (0.2544626072049141) | > loss_disc_real_4: 0.3134405314922333 (0.2821414917707443) | > loss_disc_real_5: 0.2844705581665039 (0.2605861946940422) | > loss_0: 2.17376971244812 (2.2210150957107544) | > loss_gen: 3.5561697483062744 (3.0274083614349365) | > loss_kl: 1.8722456693649292 (1.9524994492530823) | > loss_feat: 7.459589004516602 (7.559117078781128) | > loss_mel: 20.2849063873291 (20.957731246948242) | > loss_duration: 2.3939881324768066 (2.366898536682129) | > loss_1: 35.56690216064453 (35.863656997680664)  --> STEP: 3 | > loss_disc: 2.0189082622528076 (2.153646151224772) | > loss_disc_real_0: 0.11762172728776932 (0.11597550412019093) | > loss_disc_real_1: 0.17387035489082336 (0.18873109420140585) | > loss_disc_real_2: 0.20954765379428864 (0.22310444712638855) | > loss_disc_real_3: 0.16131184995174408 (0.22341235478719076) | > loss_disc_real_4: 0.27932208776474 (0.28120169043540955) | > loss_disc_real_5: 0.2680298388004303 (0.26306740939617157) | > loss_0: 2.0189082622528076 (2.153646151224772) | > loss_gen: 3.0862624645233154 (3.0470263957977295) | > loss_kl: 2.4920122623443604 (2.132337053616842) | > loss_feat: 7.465939998626709 (7.528058052062988) | > loss_mel: 22.06343650817871 (21.3262996673584) | > loss_duration: 2.1446661949157715 (2.2928210894266763) | > loss_1: 37.252315521240234 (36.32654317220052)  --> STEP: 4 | > loss_disc: 2.3553028106689453 (2.2040603160858154) | > loss_disc_real_0: 0.15284429490566254 (0.12519270181655884) | > loss_disc_real_1: 0.24033544957637787 (0.20163218304514885) | > loss_disc_real_2: 0.2936629354953766 (0.24074406921863556) | > loss_disc_real_3: 0.24471217393875122 (0.22873730957508087) | > loss_disc_real_4: 0.2890399396419525 (0.2831612527370453) | > loss_disc_real_5: 0.26471394300460815 (0.2634790427982807) | > loss_0: 2.3553028106689453 (2.2040603160858154) | > loss_gen: 3.0006868839263916 (3.035441517829895) | > loss_kl: 2.7502286434173584 (2.286809951066971) | > loss_feat: 6.6094584465026855 (7.298408150672913) | > loss_mel: 19.238666534423828 (20.804391384124756) | > loss_duration: 2.1781301498413086 (2.2641483545303345) | > loss_1: 33.77717208862305 (35.68920040130615)  --> STEP: 5 | > loss_disc: 2.104466438293457 (2.1841415405273437) | > loss_disc_real_0: 0.1673399806022644 (0.13362215757369994) | > loss_disc_real_1: 0.3240787386894226 (0.2261214941740036) | > loss_disc_real_2: 0.17577026784420013 (0.22774930894374848) | > loss_disc_real_3: 0.22628889977931976 (0.22824762761592865) | > loss_disc_real_4: 0.22816158831119537 (0.2721613198518753) | > loss_disc_real_5: 0.2431093156337738 (0.2594050973653793) | > loss_0: 2.104466438293457 (2.1841415405273437) | > loss_gen: 3.326352119445801 (3.093623638153076) | > loss_kl: 1.8183518648147583 (2.1931183338165283) | > loss_feat: 6.621459484100342 (7.163018417358399) | > loss_mel: 20.64623260498047 (20.772759628295898) | > loss_duration: 2.3052539825439453 (2.2723694801330567) | > loss_1: 34.7176513671875 (35.49489059448242)  --> STEP: 6 | > loss_disc: 1.939927101135254 (2.1434391339619956) | > loss_disc_real_0: 0.11718065291643143 (0.13088190679748854) | > loss_disc_real_1: 0.19938473403453827 (0.2216653674840927) | > loss_disc_real_2: 0.18675699830055237 (0.22091725716988245) | > loss_disc_real_3: 0.17603258788585663 (0.21954512099424997) | > loss_disc_real_4: 0.20803679525852203 (0.2614738990863164) | > loss_disc_real_5: 0.1871078759431839 (0.24735556046168009) | > loss_0: 1.939927101135254 (2.1434391339619956) | > loss_gen: 2.7789347171783447 (3.0411754846572876) | > loss_kl: 1.7871570587158203 (2.1254581212997437) | > loss_feat: 7.187127113342285 (7.167036533355713) | > loss_mel: 21.37032127380371 (20.872353235880535) | > loss_duration: 2.1188268661499023 (2.2467790444691977) | > loss_1: 35.242366790771484 (35.45280329386393)  --> STEP: 7 | > loss_disc: 2.420443534851074 (2.1830111912318637) | > loss_disc_real_0: 0.1719609797000885 (0.13675034578357423) | > loss_disc_real_1: 0.3032594621181488 (0.2333216667175293) | > loss_disc_real_2: 0.2844836711883545 (0.22999817345823562) | > loss_disc_real_3: 0.20458464324474335 (0.2174079098871776) | > loss_disc_real_4: 0.21498511731624603 (0.25483264454773497) | > loss_disc_real_5: 0.2534688711166382 (0.24822889055524552) | > loss_0: 2.420443534851074 (2.1830111912318637) | > loss_gen: 2.6654038429260254 (2.9874938215528215) | > loss_kl: 2.7792651653289795 (2.2188591275896346) | > loss_feat: 5.251341342926025 (6.893365791865757) | > loss_mel: 19.750492095947266 (20.71208735874721) | > loss_duration: 2.4139561653137207 (2.2706614903041293) | > loss_1: 32.86045837402344 (35.08246830531529)  --> STEP: 8 | > loss_disc: 2.2815651893615723 (2.1953304409980774) | > loss_disc_real_0: 0.14791876077651978 (0.13814639765769243) | > loss_disc_real_1: 0.2670981287956238 (0.2375437244772911) | > loss_disc_real_2: 0.2151402235031128 (0.22814092971384525) | > loss_disc_real_3: 0.21651910245418549 (0.2172968089580536) | > loss_disc_real_4: 0.22963574528694153 (0.25168303214013577) | > loss_disc_real_5: 0.23989610373973846 (0.24718729220330715) | > loss_0: 2.2815651893615723 (2.1953304409980774) | > loss_gen: 2.8718204498291016 (2.9730346500873566) | > loss_kl: 2.060487747192383 (2.199062705039978) | > loss_feat: 8.461363792419434 (7.089365541934967) | > loss_mel: 17.769081115722656 (20.34421157836914) | > loss_duration: 2.164022922515869 (2.257331669330597) | > loss_1: 33.32677459716797 (34.863006591796875)  --> STEP: 9 | > loss_disc: 2.12799072265625 (2.1878482500712075) | > loss_disc_real_0: 0.1857549250125885 (0.14343623403045866) | > loss_disc_real_1: 0.288204550743103 (0.24317270517349243) | > loss_disc_real_2: 0.1656745821237564 (0.2212002244260576) | > loss_disc_real_3: 0.20017977058887482 (0.21539491580592263) | > loss_disc_real_4: 0.23162442445755005 (0.2494542979531818) | > loss_disc_real_5: 0.24205918610095978 (0.24661750263637966) | > loss_0: 2.12799072265625 (2.1878482500712075) | > loss_gen: 3.1035947799682617 (2.987541331185235) | > loss_kl: 1.8112694025039673 (2.1559745603137546) | > loss_feat: 8.861713409423828 (7.286293082767063) | > loss_mel: 20.356155395507812 (20.345538669162327) | > loss_duration: 2.1194205284118652 (2.2420082092285156) | > loss_1: 36.25215148925781 (35.01735602484809)  --> STEP: 10 | > loss_disc: 2.490065574645996 (2.2180699825286867) | > loss_disc_real_0: 0.27691200375556946 (0.15678381100296973) | > loss_disc_real_1: 0.2801995873451233 (0.2468753933906555) | > loss_disc_real_2: 0.1916637122631073 (0.21824657320976257) | > loss_disc_real_3: 0.26652806997299194 (0.22050823122262955) | > loss_disc_real_4: 0.2585655748844147 (0.2503654256463051) | > loss_disc_real_5: 0.2577221989631653 (0.24772797226905824) | > loss_0: 2.490065574645996 (2.2180699825286867) | > loss_gen: 2.708357810974121 (2.9596229791641235) | > loss_kl: 1.521313190460205 (2.0925084233283995) | > loss_feat: 6.124154090881348 (7.170079183578491) | > loss_mel: 18.654205322265625 (20.176405334472655) | > loss_duration: 2.263223171234131 (2.244129705429077) | > loss_1: 31.27125358581543 (34.64274578094482)  --> STEP: 11 | > loss_disc: 2.1356914043426514 (2.2105810208754106) | > loss_disc_real_0: 0.13491885364055634 (0.15479608760638672) | > loss_disc_real_1: 0.14954105019569397 (0.23802681673656811) | > loss_disc_real_2: 0.1924280971288681 (0.21589943902059036) | > loss_disc_real_3: 0.2348557710647583 (0.22181255302645944) | > loss_disc_real_4: 0.27116239070892334 (0.25225605883381585) | > loss_disc_real_5: 0.22461789846420288 (0.24562705646861682) | > loss_0: 2.1356914043426514 (2.2105810208754106) | > loss_gen: 3.082852363586426 (2.9708256504752417) | > loss_kl: 1.9131096601486206 (2.0761994448575107) | > loss_feat: 7.8531293869018555 (7.232174656607888) | > loss_mel: 18.60796356201172 (20.03381971879439) | > loss_duration: 2.4069721698760986 (2.258933565833352) | > loss_1: 33.8640251159668 (34.57195299321955)  --> STEP: 12 | > loss_disc: 2.4946179389953613 (2.234250764052073) | > loss_disc_real_0: 0.13172036409378052 (0.15287311064700287) | > loss_disc_real_1: 0.23008419573307037 (0.23736493165294328) | > loss_disc_real_2: 0.2504052221775055 (0.21877492095033327) | > loss_disc_real_3: 0.2809509336948395 (0.2267407514154911) | > loss_disc_real_4: 0.29723748564720154 (0.25600451106826466) | > loss_disc_real_5: 0.2550039291381836 (0.24640846252441406) | > loss_0: 2.4946179389953613 (2.234250764052073) | > loss_gen: 2.7064621448516846 (2.9487953583399453) | > loss_kl: 1.4999176263809204 (2.0281759599844613) | > loss_feat: 7.833944797515869 (7.28232216835022) | > loss_mel: 19.008689880371094 (19.948392232259113) | > loss_duration: 2.1765472888946533 (2.2520680427551274) | > loss_1: 33.225563049316406 (34.45975383122762)  --> STEP: 13 | > loss_disc: 2.2672386169433594 (2.2367882911975565) | > loss_disc_real_0: 0.19660937786102295 (0.15623743889423516) | > loss_disc_real_1: 0.20123939216136932 (0.2345860439997453) | > loss_disc_real_2: 0.21150849759578705 (0.21821596530767587) | > loss_disc_real_3: 0.2533368468284607 (0.22878660490879646) | > loss_disc_real_4: 0.24901780486106873 (0.2554670721292496) | > loss_disc_real_5: 0.22430846095085144 (0.2447084624033708) | > loss_0: 2.2672386169433594 (2.2367882911975565) | > loss_gen: 2.7608113288879395 (2.9343350483820987) | > loss_kl: 2.169341564178467 (2.0390348526147695) | > loss_feat: 6.768713474273682 (7.242813807267409) | > loss_mel: 18.158504486083984 (19.810708559476414) | > loss_duration: 2.130302906036377 (2.242701493776762) | > loss_1: 31.987672805786133 (34.269593752347504)  --> STEP: 14 | > loss_disc: 2.0389461517333984 (2.2226567098072594) | > loss_disc_real_0: 0.10594598948955536 (0.15264519250818662) | > loss_disc_real_1: 0.28844785690307617 (0.23843331634998322) | > loss_disc_real_2: 0.19483895599842072 (0.21654617892844336) | > loss_disc_real_3: 0.23874345421791077 (0.22949780843087605) | > loss_disc_real_4: 0.20317929983139038 (0.25173223125083105) | > loss_disc_real_5: 0.19243468344211578 (0.24097462104899542) | > loss_0: 2.0389461517333984 (2.2226567098072594) | > loss_gen: 3.4605982303619385 (2.971925275666373) | > loss_kl: 2.218148708343506 (2.0518286994525363) | > loss_feat: 9.686037063598633 (7.417329754148211) | > loss_mel: 22.152238845825195 (19.97796072278704) | > loss_duration: 2.263247013092041 (2.2441690308707107) | > loss_1: 39.7802734375 (34.6632137298584)  --> STEP: 15 | > loss_disc: 2.4366188049316406 (2.2369208494822184) | > loss_disc_real_0: 0.2490759640932083 (0.15907391061385473) | > loss_disc_real_1: 0.2386924773454666 (0.2384505937496821) | > loss_disc_real_2: 0.23209217190742493 (0.21758257846037546) | > loss_disc_real_3: 0.2592826187610626 (0.23148346245288848) | > loss_disc_real_4: 0.2638358175754547 (0.252539137005806) | > loss_disc_real_5: 0.28088852763175964 (0.24363554815451305) | > loss_0: 2.4366188049316406 (2.2369208494822184) | > loss_gen: 3.038452625274658 (2.9763604323069255) | > loss_kl: 2.6748995780944824 (2.093366758028666) | > loss_feat: 6.7513651847839355 (7.372932116190593) | > loss_mel: 19.57443618774414 (19.951059087117514) | > loss_duration: 2.282714366912842 (2.246738719940186) | > loss_1: 34.321868896484375 (34.64045740763346)  --> STEP: 16 | > loss_disc: 2.4620513916015625 (2.2509915083646774) | > loss_disc_real_0: 0.13733401894569397 (0.15771516738459468) | > loss_disc_real_1: 0.29409992694854736 (0.2419286770746112) | > loss_disc_real_2: 0.25045841932296753 (0.21963731851428747) | > loss_disc_real_3: 0.27201247215270996 (0.23401652555912733) | > loss_disc_real_4: 0.3088948428630829 (0.2560613686218858) | > loss_disc_real_5: 0.32633575797080994 (0.2488043112680316) | > loss_0: 2.4620513916015625 (2.2509915083646774) | > loss_gen: 2.774526834487915 (2.9637458324432373) | > loss_kl: 2.3381855487823486 (2.1086679324507713) | > loss_feat: 7.721359729766846 (7.394708842039108) | > loss_mel: 16.185394287109375 (19.715705037117004) | > loss_duration: 2.356462001800537 (2.253596425056458) | > loss_1: 31.37592887878418 (34.43642437458038)  --> STEP: 17 | > loss_disc: 2.255153179168701 (2.25123631252962) | > loss_disc_real_0: 0.11216224730014801 (0.15503558385021546) | > loss_disc_real_1: 0.28756487369537354 (0.2446131592287737) | > loss_disc_real_2: 0.26155659556388855 (0.2221031583407346) | > loss_disc_real_3: 0.20243442058563232 (0.2321587546783335) | > loss_disc_real_4: 0.22041316330432892 (0.25396441536791187) | > loss_disc_real_5: 0.20545357465744019 (0.24625426793799682) | > loss_0: 2.255153179168701 (2.25123631252962) | > loss_gen: 2.9002058506011963 (2.960008186452529) | > loss_kl: 1.3113523721694946 (2.061767017140108) | > loss_feat: 7.429801940917969 (7.396773141973159) | > loss_mel: 20.74887466430664 (19.776479721069336) | > loss_duration: 2.3839871883392334 (2.261266469955445) | > loss_1: 34.77422332763672 (34.456294901230756)  --> STEP: 18 | > loss_disc: 2.4906463623046875 (2.264536870850457) | > loss_disc_real_0: 0.16040515899658203 (0.15533389358056915) | > loss_disc_real_1: 0.2542335093021393 (0.24514762312173843) | > loss_disc_real_2: 0.24264878034591675 (0.22324458178546694) | > loss_disc_real_3: 0.24275639653205872 (0.232747512559096) | > loss_disc_real_4: 0.2506757080554962 (0.253781709406111) | > loss_disc_real_5: 0.24978582561016083 (0.24645046558645037) | > loss_0: 2.4906463623046875 (2.264536870850457) | > loss_gen: 2.4416189193725586 (2.931208782725864) | > loss_kl: 2.3439860343933105 (2.0774458514319525) | > loss_feat: 6.689583778381348 (7.357484843995836) | > loss_mel: 17.82970428466797 (19.66832553015815) | > loss_duration: 2.2129178047180176 (2.25858043299781) | > loss_1: 31.517810821533203 (34.293045785692)  --> STEP: 19 | > loss_disc: 1.9076591730117798 (2.2457538341221057) | > loss_disc_real_0: 0.08649958670139313 (0.15171103532377042) | > loss_disc_real_1: 0.20004722476005554 (0.24277391794480777) | > loss_disc_real_2: 0.22096338868141174 (0.22312451899051666) | > loss_disc_real_3: 0.20719468593597412 (0.23140262694735275) | > loss_disc_real_4: 0.18328844010829926 (0.25007153733780507) | > loss_disc_real_5: 0.16685818135738373 (0.24226139799544685) | > loss_0: 1.9076591730117798 (2.2457538341221057) | > loss_gen: 3.202146291732788 (2.945468651620965) | > loss_kl: 1.7501295804977417 (2.0602186792775203) | > loss_feat: 9.77398681640625 (7.484669158333226) | > loss_mel: 20.245134353637695 (19.698683889288652) | > loss_duration: 2.306506633758545 (2.261102864616796) | > loss_1: 37.27790451049805 (34.45014361331337)  --> STEP: 20 | > loss_disc: 2.281045436859131 (2.247518414258957) | > loss_disc_real_0: 0.16272522509098053 (0.15226174481213092) | > loss_disc_real_1: 0.2470238357782364 (0.24298641383647918) | > loss_disc_real_2: 0.1903979778289795 (0.2214881919324398) | > loss_disc_real_3: 0.30844786763191223 (0.23525488898158073) | > loss_disc_real_4: 0.2576914131641388 (0.2504525311291218) | > loss_disc_real_5: 0.25860169529914856 (0.24307841286063195) | > loss_0: 2.281045436859131 (2.247518414258957) | > loss_gen: 3.0998075008392334 (2.9531855940818788) | > loss_kl: 1.9815757274627686 (2.0562865316867827) | > loss_feat: 8.133590698242188 (7.517115235328674) | > loss_mel: 19.900781631469727 (19.708788776397704) | > loss_duration: 2.2872347831726074 (2.2624094605445864) | > loss_1: 35.402992248535156 (34.49778604507446)  --> STEP: 21 | > loss_disc: 2.525662422180176 (2.2607633670171103) | > loss_disc_real_0: 0.15016846358776093 (0.1521620647538276) | > loss_disc_real_1: 0.32218649983406067 (0.24675784650303068) | > loss_disc_real_2: 0.21295925974845886 (0.22108205230463118) | > loss_disc_real_3: 0.24446626007556915 (0.23569352570034208) | > loss_disc_real_4: 0.2934654951095581 (0.2525007675091426) | > loss_disc_real_5: 0.33087384700775146 (0.2472591478200186) | > loss_0: 2.525662422180176 (2.2607633670171103) | > loss_gen: 2.8006412982940674 (2.9459215799967446) | > loss_kl: 2.7168149948120117 (2.0877402680260793) | > loss_feat: 5.003050804138184 (7.39739788146246) | > loss_mel: 18.58045768737793 (19.65505872453962) | > loss_duration: 2.1865525245666504 (2.258797225498018) | > loss_1: 31.287517547607422 (34.34491611662365)  --> STEP: 22 | > loss_disc: 2.158708333969116 (2.256124501878565) | > loss_disc_real_0: 0.14559030532836914 (0.15186334841630675) | > loss_disc_real_1: 0.10809170454740524 (0.24045484005050224) | > loss_disc_real_2: 0.19252458214759827 (0.21978398547931152) | > loss_disc_real_3: 0.13277041912078857 (0.23101520267399875) | > loss_disc_real_4: 0.13234233856201172 (0.24703902073881842) | > loss_disc_real_5: 0.0965133085846901 (0.24040706421841274) | > loss_0: 2.158708333969116 (2.256124501878565) | > loss_gen: 2.2773327827453613 (2.915531180121682) | > loss_kl: 1.7828752994537354 (2.073882769454609) | > loss_feat: 9.78720760345459 (7.506025596098467) | > loss_mel: 21.500961303710938 (19.738963387229226) | > loss_duration: 2.1770377159118652 (2.255080884153193) | > loss_1: 37.525413513183594 (34.48948418010365)  --> STEP: 23 | > loss_disc: 1.9384174346923828 (2.24231115113134) | > loss_disc_real_0: 0.11748889088630676 (0.15036880678456763) | > loss_disc_real_1: 0.27068185806274414 (0.24176905822494757) | > loss_disc_real_2: 0.09090396761894226 (0.21418050644190414) | > loss_disc_real_3: 0.2071877270936966 (0.22997922547485516) | > loss_disc_real_4: 0.18885217607021332 (0.24450915792713995) | > loss_disc_real_5: 0.0760454311966896 (0.23326090626094653) | > loss_0: 1.9384174346923828 (2.24231115113134) | > loss_gen: 2.6747992038726807 (2.9050645724586817) | > loss_kl: 2.4112768173217773 (2.0885520758836167) | > loss_feat: 9.072083473205566 (7.574115069016166) | > loss_mel: 19.413711547851562 (19.724822002908457) | > loss_duration: 2.2709569931030273 (2.255771149759707) | > loss_1: 35.842830657958984 (34.54832533131476)  --> STEP: 24 | > loss_disc: 2.4750843048095703 (2.2520100325345993) | > loss_disc_real_0: 0.25334277749061584 (0.15465938889731964) | > loss_disc_real_1: 0.2478737235069275 (0.24202341927836338) | > loss_disc_real_2: 0.324923574924469 (0.218794800962011) | > loss_disc_real_3: 0.2797997295856476 (0.23205507981280485) | > loss_disc_real_4: 0.2979538142681122 (0.24673601860801378) | > loss_disc_real_5: 0.3334793746471405 (0.23743667577703795) | > loss_0: 2.4750843048095703 (2.2520100325345993) | > loss_gen: 3.1109652519226074 (2.9136437674363456) | > loss_kl: 2.3224310874938965 (2.0982970347007117) | > loss_feat: 6.431659698486328 (7.526512761910756) | > loss_mel: 18.43547248840332 (19.671099106470745) | > loss_duration: 2.4124186038970947 (2.2622981270154314) | > loss_1: 32.712947845458984 (34.4718512694041)  --> STEP: 25 | > loss_disc: 2.805025577545166 (2.274130654335022) | > loss_disc_real_0: 0.27744776010513306 (0.15957092374563217) | > loss_disc_real_1: 0.2597540020942688 (0.2427326425909996) | > loss_disc_real_2: 0.2506660223007202 (0.22006964981555938) | > loss_disc_real_3: 0.2466946542263031 (0.23264066278934478) | > loss_disc_real_4: 0.29357224702835083 (0.24860946774482728) | > loss_disc_real_5: 0.3015606105327606 (0.24000163316726686) | > loss_0: 2.805025577545166 (2.274130654335022) | > loss_gen: 2.4300687313079834 (2.8943007659912108) | > loss_kl: 2.114100933074951 (2.098929190635681) | > loss_feat: 8.409533500671387 (7.561833591461181) | > loss_mel: 18.738033294677734 (19.633776473999024) | > loss_duration: 2.350823163986206 (2.2658391284942625) | > loss_1: 34.04256057739258 (34.45467964172364)  --> STEP: 26 | > loss_disc: 2.3027594089508057 (2.275231760281783) | > loss_disc_real_0: 0.1109183132648468 (0.1576996694963712) | > loss_disc_real_1: 0.23795419931411743 (0.24254885631111953) | > loss_disc_real_2: 0.21889735758304596 (0.2200245616527704) | > loss_disc_real_3: 0.24185410141944885 (0.23299502581357956) | > loss_disc_real_4: 0.1310555636882782 (0.2440881637426523) | > loss_disc_real_5: 0.17080157995224 (0.23734009265899658) | > loss_0: 2.3027594089508057 (2.275231760281783) | > loss_gen: 2.372703790664673 (2.874239343863267) | > loss_kl: 1.6761314868927002 (2.08266774049172) | > loss_feat: 8.206212997436523 (7.586617414767925) | > loss_mel: 9.656817436218262 (19.250047280238224) | > loss_duration: 2.2784345149993896 (2.266323566436767) | > loss_1: 24.19029998779297 (34.05989580888015) --> EVAL PERFORMANCE | > avg_loader_time: 0.002528135593120868 (+0.00012474793654221718) | > avg_loss_disc: 2.275231760281783 (-0.011489455516521474) | > avg_loss_disc_real_0: 0.1576996694963712 (+0.07767580062724078) | > avg_loss_disc_real_1: 0.24254885631111953 (-0.029156748205423383) | > avg_loss_disc_real_2: 0.2200245616527704 (-0.07014852361037177) | > avg_loss_disc_real_3: 0.23299502581357956 (-0.03600839926646304) | > avg_loss_disc_real_4: 0.2440881637426523 (-0.01611813558981967) | > avg_loss_disc_real_5: 0.23734009265899658 (-0.03663939982652664) | > avg_loss_0: 2.275231760281783 (-0.011489455516521474) | > avg_loss_gen: 2.874239343863267 (-0.11856850293966481) | > avg_loss_kl: 2.08266774049172 (+0.013861903777488749) | > avg_loss_feat: 7.586617414767925 (-0.3939188993894138) | > avg_loss_mel: 19.250047280238224 (-0.8797221917372475) | > avg_loss_duration: 2.266323566436767 (-0.00919361297900867) | > avg_loss_1: 34.05989580888015 (-1.387541257418107)  > EPOCH: 143/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:12:35)   --> TIME: 2024-06-10 21:12:39 -- STEP: 9/330 -- GLOBAL_STEP: 135200 | > loss_disc: 2.267540454864502 (2.306899627049764) | > loss_disc_real_0: 0.1141124963760376 (0.10162058389849132) | > loss_disc_real_1: 0.2028171420097351 (0.18589204218652514) | > loss_disc_real_2: 0.23087337613105774 (0.21666262381606632) | > loss_disc_real_3: 0.23142895102500916 (0.23400842977894676) | > loss_disc_real_4: 0.2266467958688736 (0.23265205323696136) | > loss_disc_real_5: 0.19520890712738037 (0.22453484270307753) | > loss_0: 2.267540454864502 (2.306899627049764) | > grad_norm_0: tensor(9.3484, device='cuda:0') (tensor(11.2101, device='cuda:0')) | > loss_gen: 2.621062755584717 (2.5113892555236816) | > loss_kl: 1.4900656938552856 (1.6520735025405884) | > loss_feat: 7.084729194641113 (6.797430144415961) | > loss_mel: 20.63652801513672 (19.923723008897568) | > loss_duration: 2.2024383544921875 (2.2583200136820474) | > loss_1: 34.03482437133789 (33.142936282687714) | > grad_norm_1: tensor(113.1884, device='cuda:0') (tensor(110.7698, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.3438 (0.345843685997857) | > loader_time: 0.003 (0.0029909610748291016)  --> TIME: 2024-06-10 21:12:48 -- STEP: 34/330 -- GLOBAL_STEP: 135225 | > loss_disc: 2.371065139770508 (2.2787449710509367) | > loss_disc_real_0: 0.1255873143672943 (0.10991645297583412) | > loss_disc_real_1: 0.21290872991085052 (0.19490042416488423) | > loss_disc_real_2: 0.23488065600395203 (0.21662645567865932) | > loss_disc_real_3: 0.2825823426246643 (0.22639692969181957) | > loss_disc_real_4: 0.24592456221580505 (0.2197786578360726) | > loss_disc_real_5: 0.24056096374988556 (0.21385745002942927) | > loss_0: 2.371065139770508 (2.2787449710509367) | > grad_norm_0: tensor(6.5633, device='cuda:0') (tensor(11.7065, device='cuda:0')) | > loss_gen: 2.6458404064178467 (2.549294548876145) | > loss_kl: 1.615959882736206 (1.6511062278467066) | > loss_feat: 7.733846187591553 (7.120563324759988) | > loss_mel: 19.538894653320312 (19.75288957708023) | > loss_duration: 2.105771780014038 (2.1316501463160797) | > loss_1: 33.64031219482422 (33.205503856434554) | > grad_norm_1: tensor(278.7090, device='cuda:0') (tensor(129.1176, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.3443 (0.34291524045607624) | > loader_time: 0.0032 (0.003218258128446691)  --> TIME: 2024-06-10 21:12:57 -- STEP: 59/330 -- GLOBAL_STEP: 135250 | > loss_disc: 2.328068256378174 (2.285084057662447) | > loss_disc_real_0: 0.12378284335136414 (0.11177288349402154) | > loss_disc_real_1: 0.2356322854757309 (0.19897359104479773) | > loss_disc_real_2: 0.26758936047554016 (0.21352952794503358) | > loss_disc_real_3: 0.23571637272834778 (0.22584961076914253) | > loss_disc_real_4: 0.21656487882137299 (0.22039458989086796) | > loss_disc_real_5: 0.20180681347846985 (0.21530169021275083) | > loss_0: 2.328068256378174 (2.285084057662447) | > grad_norm_0: tensor(12.5766, device='cuda:0') (tensor(12.6613, device='cuda:0')) | > loss_gen: 2.433042049407959 (2.554515778008154) | > loss_kl: 1.6839078664779663 (1.6721413559832816) | > loss_feat: 7.159043788909912 (7.221392340579276) | > loss_mel: 18.607255935668945 (19.776244115021278) | > loss_duration: 2.011167526245117 (2.0982089527582732) | > loss_1: 31.89441680908203 (33.3225026858055) | > grad_norm_1: tensor(216.2719, device='cuda:0') (tensor(147.4613, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.369 (0.34633162870245465) | > loader_time: 0.0034 (0.0033021054025423728)  --> TIME: 2024-06-10 21:13:06 -- STEP: 84/330 -- GLOBAL_STEP: 135275 | > loss_disc: 2.295588254928589 (2.281995776153746) | > loss_disc_real_0: 0.1171591728925705 (0.11075898508230846) | > loss_disc_real_1: 0.28282222151756287 (0.19993368660410246) | > loss_disc_real_2: 0.1882948875427246 (0.21209535215582168) | > loss_disc_real_3: 0.16949982941150665 (0.2237847200816586) | > loss_disc_real_4: 0.1756713092327118 (0.21938080056792214) | > loss_disc_real_5: 0.18932834267616272 (0.2155168042296455) | > loss_0: 2.295588254928589 (2.281995776153746) | > grad_norm_0: tensor(24.9787, device='cuda:0') (tensor(13.4003, device='cuda:0')) | > loss_gen: 2.5653491020202637 (2.5659234637305857) | > loss_kl: 1.6868935823440552 (1.6848290803886594) | > loss_feat: 7.712520122528076 (7.301521006084624) | > loss_mel: 19.70877456665039 (19.776374953133725) | > loss_duration: 2.1523523330688477 (2.0841951356047694) | > loss_1: 33.825889587402344 (33.41284356798446) | > grad_norm_1: tensor(311.8167, device='cuda:0') (tensor(168.6877, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.346 (0.3525608380635579) | > loader_time: 0.0035 (0.003419365201677595)  --> TIME: 2024-06-10 21:13:16 -- STEP: 109/330 -- GLOBAL_STEP: 135300 | > loss_disc: 2.231379270553589 (2.2890757442614347) | > loss_disc_real_0: 0.1027146428823471 (0.11132646933061267) | > loss_disc_real_1: 0.19817319512367249 (0.19947552530590548) | > loss_disc_real_2: 0.20375226438045502 (0.21418507260466935) | > loss_disc_real_3: 0.23917590081691742 (0.22455344123577853) | > loss_disc_real_4: 0.22639615833759308 (0.2196708137015684) | > loss_disc_real_5: 0.18511268496513367 (0.2148161191459096) | > loss_0: 2.231379270553589 (2.2890757442614347) | > grad_norm_0: tensor(28.7725, device='cuda:0') (tensor(16.2539, device='cuda:0')) | > loss_gen: 2.7249951362609863 (2.565887630532642) | > loss_kl: 1.6614512205123901 (1.6872879190182468) | > loss_feat: 7.016022205352783 (7.2866247378358056) | > loss_mel: 20.107675552368164 (19.761068624093998) | > loss_duration: 2.0077271461486816 (2.0803546063396925) | > loss_1: 33.51787185668945 (33.38122350360277) | > grad_norm_1: tensor(156.8036, device='cuda:0') (tensor(199.1184, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.3626 (0.3560033522614645) | > loader_time: 0.0041 (0.0035649833329226993)  --> TIME: 2024-06-10 21:13:25 -- STEP: 134/330 -- GLOBAL_STEP: 135325 | > loss_disc: 2.2891085147857666 (2.294645458904664) | > loss_disc_real_0: 0.19351570308208466 (0.11401744136836992) | > loss_disc_real_1: 0.20526818931102753 (0.1990737638144351) | > loss_disc_real_2: 0.201115220785141 (0.2141327062871919) | > loss_disc_real_3: 0.2370338886976242 (0.22567022413904989) | > loss_disc_real_4: 0.23103860020637512 (0.2200907721225895) | > loss_disc_real_5: 0.23490649461746216 (0.21542591612730452) | > loss_0: 2.2891085147857666 (2.294645458904664) | > grad_norm_0: tensor(42.1704, device='cuda:0') (tensor(18.2884, device='cuda:0')) | > loss_gen: 2.59991192817688 (2.570608503782928) | > loss_kl: 1.7041136026382446 (1.681976487387472) | > loss_feat: 7.791104316711426 (7.275435935205488) | > loss_mel: 19.873981475830078 (19.779575219794886) | > loss_duration: 2.079803228378296 (2.0807191889677483) | > loss_1: 34.04891586303711 (33.388315271975415) | > grad_norm_1: tensor(248.9832, device='cuda:0') (tensor(215.7599, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.3864 (0.3588827296869079) | > loader_time: 0.0039 (0.003650343240197025)  --> TIME: 2024-06-10 21:13:35 -- STEP: 159/330 -- GLOBAL_STEP: 135350 | > loss_disc: 2.2030866146087646 (2.2947807117078294) | > loss_disc_real_0: 0.09568814933300018 (0.11492956921739399) | > loss_disc_real_1: 0.1754576414823532 (0.19931516191869414) | > loss_disc_real_2: 0.1864851415157318 (0.21402283509572348) | > loss_disc_real_3: 0.19867707788944244 (0.22473918969901102) | > loss_disc_real_4: 0.20725509524345398 (0.21947684228045386) | > loss_disc_real_5: 0.1704227775335312 (0.21439509234338436) | > loss_0: 2.2030866146087646 (2.2947807117078294) | > grad_norm_0: tensor(22.0241, device='cuda:0') (tensor(20.5883, device='cuda:0')) | > loss_gen: 2.6048331260681152 (2.57424772310557) | > loss_kl: 1.7364507913589478 (1.684876304002678) | > loss_feat: 8.028587341308594 (7.2848291247145935) | > loss_mel: 19.728132247924805 (19.751837664430255) | > loss_duration: 2.082886219024658 (2.0814656768954785) | > loss_1: 34.18088912963867 (33.37725640542855) | > grad_norm_1: tensor(468.6835, device='cuda:0') (tensor(233.3197, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.3732 (0.36184051351727176) | > loader_time: 0.005 (0.0037609541191245023)  --> TIME: 2024-06-10 21:13:44 -- STEP: 184/330 -- GLOBAL_STEP: 135375 | > loss_disc: 2.2286386489868164 (2.291484060494796) | > loss_disc_real_0: 0.15106424689292908 (0.11467845308715882) | > loss_disc_real_1: 0.17627844214439392 (0.1996511644481317) | > loss_disc_real_2: 0.240814670920372 (0.21427942658572094) | > loss_disc_real_3: 0.2349856197834015 (0.22403046488761902) | > loss_disc_real_4: 0.18434810638427734 (0.2183260239822709) | > loss_disc_real_5: 0.25111764669418335 (0.2139333365889995) | > loss_0: 2.2286386489868164 (2.291484060494796) | > grad_norm_0: tensor(29.1526, device='cuda:0') (tensor(21.2207, device='cuda:0')) | > loss_gen: 2.83001446723938 (2.5765239324258733) | > loss_kl: 1.771305799484253 (1.6883389146431633) | > loss_feat: 8.263388633728027 (7.306664417619291) | > loss_mel: 19.94175148010254 (19.72178678927215) | > loss_duration: 2.106415033340454 (2.085822972914447) | > loss_1: 34.91287612915039 (33.37913692515832) | > grad_norm_1: tensor(423.0329, device='cuda:0') (tensor(245.5318, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.3793 (0.3645495020824928) | > loader_time: 0.0051 (0.003883148017136947)  --> TIME: 2024-06-10 21:13:54 -- STEP: 209/330 -- GLOBAL_STEP: 135400 | > loss_disc: 2.197303295135498 (2.2887385861154956) | > loss_disc_real_0: 0.10879890620708466 (0.11474320142748254) | > loss_disc_real_1: 0.1835031360387802 (0.19964647599669735) | > loss_disc_real_2: 0.1906391680240631 (0.214092607275721) | > loss_disc_real_3: 0.21376708149909973 (0.2235881438808578) | > loss_disc_real_4: 0.20960381627082825 (0.21825052284452903) | > loss_disc_real_5: 0.20671124756336212 (0.21370520011374824) | > loss_0: 2.197303295135498 (2.2887385861154956) | > grad_norm_0: tensor(16.1367, device='cuda:0') (tensor(21.9212, device='cuda:0')) | > loss_gen: 2.6647534370422363 (2.578763020666022) | > loss_kl: 1.7615503072738647 (1.6919788059435392) | > loss_feat: 8.043590545654297 (7.343514237107272) | > loss_mel: 18.98077964782715 (19.702471564260986) | > loss_duration: 2.1587839126586914 (2.0917028724862066) | > loss_1: 33.60945510864258 (33.408430446277976) | > grad_norm_1: tensor(228.4613, device='cuda:0') (tensor(255.2696, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.4094 (0.36776022363507566) | > loader_time: 0.0054 (0.004038509569670026)  --> TIME: 2024-06-10 21:14:05 -- STEP: 234/330 -- GLOBAL_STEP: 135425 | > loss_disc: 2.5205724239349365 (2.2903391917546605) | > loss_disc_real_0: 0.08506632596254349 (0.11531075752443737) | > loss_disc_real_1: 0.24603904783725739 (0.19982018092503914) | > loss_disc_real_2: 0.23953595757484436 (0.21454334755738577) | > loss_disc_real_3: 0.215297132730484 (0.22367160799156907) | > loss_disc_real_4: 0.2516903877258301 (0.21884101361800462) | > loss_disc_real_5: 0.24057097733020782 (0.21340783659973714) | > loss_0: 2.5205724239349365 (2.2903391917546605) | > grad_norm_0: tensor(31.6868, device='cuda:0') (tensor(22.9258, device='cuda:0')) | > loss_gen: 2.380077362060547 (2.5813468511287985) | > loss_kl: 1.6302639245986938 (1.6896280539341462) | > loss_feat: 6.135026931762695 (7.359119097391765) | > loss_mel: 18.878591537475586 (19.680360459873835) | > loss_duration: 2.1822190284729004 (2.0986767574253253) | > loss_1: 31.206178665161133 (33.4091311560737) | > grad_norm_1: tensor(113.3381, device='cuda:0') (tensor(262.5647, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.4052 (0.3714691787703423) | > loader_time: 0.0071 (0.004191300807855068)  --> TIME: 2024-06-10 21:14:15 -- STEP: 259/330 -- GLOBAL_STEP: 135450 | > loss_disc: 2.2408902645111084 (2.290064277796213) | > loss_disc_real_0: 0.061439353972673416 (0.11603640950497053) | > loss_disc_real_1: 0.23042626678943634 (0.20045514111353163) | > loss_disc_real_2: 0.18706156313419342 (0.21469741467113201) | > loss_disc_real_3: 0.1943535953760147 (0.223325040752363) | > loss_disc_real_4: 0.1858750581741333 (0.21777700330760028) | > loss_disc_real_5: 0.19451922178268433 (0.21301437879851426) | > loss_0: 2.2408902645111084 (2.290064277796213) | > grad_norm_0: tensor(36.7736, device='cuda:0') (tensor(24.8994, device='cuda:0')) | > loss_gen: 2.617542028427124 (2.582204261801878) | > loss_kl: 1.739011526107788 (1.6901216539176735) | > loss_feat: 7.763370037078857 (7.372116771904198) | > loss_mel: 19.787979125976562 (19.65583877121621) | > loss_duration: 2.1888527870178223 (2.1049705973923443) | > loss_1: 34.09675598144531 (33.40525200744396) | > grad_norm_1: tensor(352.3910, device='cuda:0') (tensor(272.2501, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.4155 (0.37575527876040177) | > loader_time: 0.0059 (0.004352817204007771)  --> TIME: 2024-06-10 21:14:27 -- STEP: 284/330 -- GLOBAL_STEP: 135475 | > loss_disc: 2.339115858078003 (2.288931027264663) | > loss_disc_real_0: 0.12215393036603928 (0.11609556377721085) | > loss_disc_real_1: 0.23208165168762207 (0.20048457940279601) | > loss_disc_real_2: 0.2518771290779114 (0.21490130846349284) | > loss_disc_real_3: 0.24052274227142334 (0.22364025925036887) | > loss_disc_real_4: 0.24073457717895508 (0.21803755585996196) | > loss_disc_real_5: 0.20764198899269104 (0.21306125562585573) | > loss_0: 2.339115858078003 (2.288931027264663) | > grad_norm_0: tensor(56.2425, device='cuda:0') (tensor(25.7559, device='cuda:0')) | > loss_gen: 2.4627413749694824 (2.5938494826706355) | > loss_kl: 1.6895661354064941 (1.6926678125287444) | > loss_feat: 7.056094169616699 (7.411819602402163) | > loss_mel: 18.81814193725586 (19.61746706089504) | > loss_duration: 2.1911468505859375 (2.113053755441183) | > loss_1: 32.217689514160156 (33.42885762872834) | > grad_norm_1: tensor(342.2392, device='cuda:0') (tensor(279.9952, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.4458 (0.38141396180005127) | > loader_time: 0.0064 (0.004514537226985877)  --> TIME: 2024-06-10 21:14:39 -- STEP: 309/330 -- GLOBAL_STEP: 135500 | > loss_disc: 2.334719181060791 (2.2918092749265417) | > loss_disc_real_0: 0.14720773696899414 (0.11653601485500444) | > loss_disc_real_1: 0.2196279913187027 (0.20091711254760283) | > loss_disc_real_2: 0.23170562088489532 (0.2156103866771586) | > loss_disc_real_3: 0.2234727144241333 (0.22349475502582045) | > loss_disc_real_4: 0.19802933931350708 (0.21796468970845037) | > loss_disc_real_5: 0.19113872945308685 (0.2123041884509491) | > loss_0: 2.334719181060791 (2.2918092749265417) | > grad_norm_0: tensor(6.7865, device='cuda:0') (tensor(25.3456, device='cuda:0')) | > loss_gen: 2.4882917404174805 (2.591729458095958) | > loss_kl: 1.563234806060791 (1.6908961148709545) | > loss_feat: 7.312453746795654 (7.418929053741751) | > loss_mel: 18.803550720214844 (19.569026675424922) | > loss_duration: 2.273139476776123 (2.1233817200058884) | > loss_1: 32.440670013427734 (33.39396290948864) | > grad_norm_1: tensor(145.5919, device='cuda:0') (tensor(278.9124, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.492 (0.38891476180561146) | > loader_time: 0.0074 (0.004702264822802497) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_135500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8339483737945557 (2.8339483737945557) | > loss_disc_real_0: 0.2479323446750641 (0.2479323446750641) | > loss_disc_real_1: 0.29563623666763306 (0.29563623666763306) | > loss_disc_real_2: 0.3029268980026245 (0.3029268980026245) | > loss_disc_real_3: 0.22513090074062347 (0.22513090074062347) | > loss_disc_real_4: 0.16566921770572662 (0.16566921770572662) | > loss_disc_real_5: 0.18074972927570343 (0.18074972927570343) | > loss_0: 2.8339483737945557 (2.8339483737945557) | > loss_gen: 2.083165407180786 (2.083165407180786) | > loss_kl: 1.7196877002716064 (1.7196877002716064) | > loss_feat: 6.483870506286621 (6.483870506286621) | > loss_mel: 19.135217666625977 (19.135217666625977) | > loss_duration: 2.823732376098633 (2.823732376098633) | > loss_1: 32.24567413330078 (32.24567413330078)  --> STEP: 1 | > loss_disc: 2.1095473766326904 (2.1095473766326904) | > loss_disc_real_0: 0.1311071515083313 (0.1311071515083313) | > loss_disc_real_1: 0.18099650740623474 (0.18099650740623474) | > loss_disc_real_2: 0.15864235162734985 (0.15864235162734985) | > loss_disc_real_3: 0.19856423139572144 (0.19856423139572144) | > loss_disc_real_4: 0.22034302353858948 (0.22034302353858948) | > loss_disc_real_5: 0.16342079639434814 (0.16342079639434814) | > loss_0: 2.1095473766326904 (2.1095473766326904) | > loss_gen: 2.6011040210723877 (2.6011040210723877) | > loss_kl: 1.4997366666793823 (1.4997366666793823) | > loss_feat: 7.517037391662598 (7.517037391662598) | > loss_mel: 19.550539016723633 (19.550539016723633) | > loss_duration: 2.329383373260498 (2.329383373260498) | > loss_1: 33.497802734375 (33.497802734375)  --> STEP: 2 | > loss_disc: 2.3341245651245117 (2.221835970878601) | > loss_disc_real_0: 0.10676150023937225 (0.11893432587385178) | > loss_disc_real_1: 0.2821832597255707 (0.2315898835659027) | > loss_disc_real_2: 0.20371101796627045 (0.18117668479681015) | > loss_disc_real_3: 0.2532521188259125 (0.22590817511081696) | > loss_disc_real_4: 0.1916073113679886 (0.20597516745328903) | > loss_disc_real_5: 0.24100962281227112 (0.20221520960330963) | > loss_0: 2.3341245651245117 (2.221835970878601) | > loss_gen: 2.3233728408813477 (2.4622384309768677) | > loss_kl: 2.4291036128997803 (1.9644201397895813) | > loss_feat: 5.085919380187988 (6.301478385925293) | > loss_mel: 20.129531860351562 (19.840035438537598) | > loss_duration: 2.3747363090515137 (2.352059841156006) | > loss_1: 32.3426628112793 (32.92023277282715)  --> STEP: 3 | > loss_disc: 2.18837571144104 (2.2106825510660806) | > loss_disc_real_0: 0.06352601200342178 (0.10046488791704178) | > loss_disc_real_1: 0.13023513555526733 (0.19780496756235758) | > loss_disc_real_2: 0.23644272983074188 (0.19959869980812073) | > loss_disc_real_3: 0.20146580040454865 (0.2177607168753942) | > loss_disc_real_4: 0.2174254208803177 (0.20979191859563193) | > loss_disc_real_5: 0.25346001982688904 (0.21929681301116943) | > loss_0: 2.18837571144104 (2.2106825510660806) | > loss_gen: 2.463094472885132 (2.4625237782796225) | > loss_kl: 1.9082448482513428 (1.9456950426101685) | > loss_feat: 8.2489013671875 (6.950619379679362) | > loss_mel: 18.224111557006836 (19.30139414469401) | > loss_duration: 2.1414504051208496 (2.2818566958109536) | > loss_1: 32.985801696777344 (32.94208908081055)  --> STEP: 4 | > loss_disc: 2.305205821990967 (2.2343133687973022) | > loss_disc_real_0: 0.08459719270467758 (0.09649796411395073) | > loss_disc_real_1: 0.27069956064224243 (0.2160286158323288) | > loss_disc_real_2: 0.20999455451965332 (0.20219766348600388) | > loss_disc_real_3: 0.24044321477413177 (0.22343134135007858) | > loss_disc_real_4: 0.2103017270565033 (0.20991937071084976) | > loss_disc_real_5: 0.26857852935791016 (0.23161724209785461) | > loss_0: 2.305205821990967 (2.2343133687973022) | > loss_gen: 2.614339828491211 (2.5004777908325195) | > loss_kl: 2.0395703315734863 (1.969163864850998) | > loss_feat: 6.842073440551758 (6.923482894897461) | > loss_mel: 19.37767219543457 (19.32046365737915) | > loss_duration: 2.2612144947052 (2.2766961455345154) | > loss_1: 33.13486862182617 (32.99028396606445)  --> STEP: 5 | > loss_disc: 2.6653900146484375 (2.3205286979675295) | > loss_disc_real_0: 0.04539509117603302 (0.08627738952636718) | > loss_disc_real_1: 0.25750914216041565 (0.22432472109794616) | > loss_disc_real_2: 0.198869526386261 (0.2015320360660553) | > loss_disc_real_3: 0.2339053452014923 (0.22552614212036132) | > loss_disc_real_4: 0.22543521225452423 (0.21302253901958465) | > loss_disc_real_5: 0.25880250334739685 (0.23705429434776307) | > loss_0: 2.6653900146484375 (2.3205286979675295) | > loss_gen: 2.032576322555542 (2.406897497177124) | > loss_kl: 1.683060646057129 (1.911943221092224) | > loss_feat: 4.342644214630127 (6.4073151588439945) | > loss_mel: 19.189407348632812 (19.294252395629883) | > loss_duration: 2.3473923206329346 (2.290835380554199) | > loss_1: 29.595081329345703 (32.3112434387207)  --> STEP: 6 | > loss_disc: 2.268104076385498 (2.311791261037191) | > loss_disc_real_0: 0.06933864951133728 (0.08345426619052887) | > loss_disc_real_1: 0.18446144461631775 (0.21768084168434143) | > loss_disc_real_2: 0.23923973739147186 (0.20781665295362473) | > loss_disc_real_3: 0.2323518693447113 (0.22666376332441965) | > loss_disc_real_4: 0.18827089667320251 (0.20889726529518762) | > loss_disc_real_5: 0.18134112656116486 (0.22776876638333002) | > loss_0: 2.268104076385498 (2.311791261037191) | > loss_gen: 2.133409023284912 (2.3613160848617554) | > loss_kl: 1.884734034538269 (1.907408356666565) | > loss_feat: 6.155268669128418 (6.3653074105580645) | > loss_mel: 20.60015106201172 (19.511902173360188) | > loss_duration: 2.12894344329834 (2.263853391011556) | > loss_1: 32.90250778198242 (32.40978749593099)  --> STEP: 7 | > loss_disc: 2.103398084640503 (2.2820208072662354) | > loss_disc_real_0: 0.09647932648658752 (0.08531498908996582) | > loss_disc_real_1: 0.23893316090106964 (0.22071688728673117) | > loss_disc_real_2: 0.13778658211231232 (0.19781235711915152) | > loss_disc_real_3: 0.25245630741119385 (0.2303484124796731) | > loss_disc_real_4: 0.1808847039937973 (0.20489547082356044) | > loss_disc_real_5: 0.21473897993564606 (0.22590736831937516) | > loss_0: 2.103398084640503 (2.2820208072662354) | > loss_gen: 2.7255778312683105 (2.413353477205549) | > loss_kl: 2.810030221939087 (2.0363543374197826) | > loss_feat: 7.495902061462402 (6.526820932115827) | > loss_mel: 21.306699752807617 (19.768301827566965) | > loss_duration: 2.4055027961730957 (2.2840890203203474) | > loss_1: 36.74371337890625 (33.02891976492746)  --> STEP: 8 | > loss_disc: 2.0689430236816406 (2.255386084318161) | > loss_disc_real_0: 0.08665616065263748 (0.08548263553529978) | > loss_disc_real_1: 0.24667280912399292 (0.2239613775163889) | > loss_disc_real_2: 0.18603624403476715 (0.19634034298360348) | > loss_disc_real_3: 0.20174139738082886 (0.22677253559231758) | > loss_disc_real_4: 0.09444927424192429 (0.19108969625085592) | > loss_disc_real_5: 0.13492503762245178 (0.21453457698225975) | > loss_0: 2.0689430236816406 (2.255386084318161) | > loss_gen: 2.560405731201172 (2.431735008955002) | > loss_kl: 2.0198326110839844 (2.0342891216278076) | > loss_feat: 11.893192291259766 (7.19761735200882) | > loss_mel: 22.236326217651367 (20.076804876327515) | > loss_duration: 2.1643316745758057 (2.2691193521022797) | > loss_1: 40.87409210205078 (34.00956630706787)  --> STEP: 9 | > loss_disc: 2.6240687370300293 (2.2963508235083685) | > loss_disc_real_0: 0.1292273998260498 (0.09034316490093867) | > loss_disc_real_1: 0.1490493267774582 (0.21563781632317436) | > loss_disc_real_2: 0.15643295645713806 (0.19190618892510733) | > loss_disc_real_3: 0.26701703667640686 (0.23124414682388306) | > loss_disc_real_4: 0.2235788106918335 (0.194699597855409) | > loss_disc_real_5: 0.26349979639053345 (0.21997515691651237) | > loss_0: 2.6240687370300293 (2.2963508235083685) | > loss_gen: 2.1138761043548584 (2.396417352888319) | > loss_kl: 1.9006823301315308 (2.0194439225726657) | > loss_feat: 11.191539764404297 (7.64138650894165) | > loss_mel: 20.532413482666016 (20.12742805480957) | > loss_duration: 2.1575875282287598 (2.256726927227444) | > loss_1: 37.89609909057617 (34.44140328301324)  --> STEP: 10 | > loss_disc: 2.3635804653167725 (2.303073787689209) | > loss_disc_real_0: 0.09609265625476837 (0.09091811403632163) | > loss_disc_real_1: 0.22932666540145874 (0.2170067012310028) | > loss_disc_real_2: 0.17838294804096222 (0.19055386483669282) | > loss_disc_real_3: 0.180383563041687 (0.22615808844566346) | > loss_disc_real_4: 0.16577774286270142 (0.19180741235613824) | > loss_disc_real_5: 0.22816969454288483 (0.22079461067914963) | > loss_0: 2.3635804653167725 (2.303073787689209) | > loss_gen: 2.111502170562744 (2.367925834655762) | > loss_kl: 1.9600331783294678 (2.013502848148346) | > loss_feat: 6.360961437225342 (7.51334400177002) | > loss_mel: 19.86570930480957 (20.10125617980957) | > loss_duration: 2.267852783203125 (2.2578395128250124) | > loss_1: 32.56605529785156 (34.25386848449707)  --> STEP: 11 | > loss_disc: 2.4548306465148926 (2.316869865764271) | > loss_disc_real_0: 0.08404316753149033 (0.0902931188995188) | > loss_disc_real_1: 0.2429714798927307 (0.21936713565479626) | > loss_disc_real_2: 0.14304745197296143 (0.18623510003089905) | > loss_disc_real_3: 0.26207950711250305 (0.2294236719608307) | > loss_disc_real_4: 0.1749257892370224 (0.1902727193453095) | > loss_disc_real_5: 0.29158732295036316 (0.2272303117947145) | > loss_0: 2.4548306465148926 (2.316869865764271) | > loss_gen: 2.227358102798462 (2.355146949941462) | > loss_kl: 2.40683913230896 (2.0492606921629473) | > loss_feat: 7.580125331878662 (7.5194150317798965) | > loss_mel: 18.9215087890625 (19.994006417014383) | > loss_duration: 2.4121761322021484 (2.27187011458657) | > loss_1: 33.54800796508789 (34.18969934636896)  --> STEP: 12 | > loss_disc: 2.5145297050476074 (2.3333415190378823) | > loss_disc_real_0: 0.17268845438957214 (0.09715939685702324) | > loss_disc_real_1: 0.27466124296188354 (0.22397497793038687) | > loss_disc_real_2: 0.15925946831703186 (0.18398713072141012) | > loss_disc_real_3: 0.2294464260339737 (0.2294255681335926) | > loss_disc_real_4: 0.24210932850837708 (0.19459243677556515) | > loss_disc_real_5: 0.2668619453907013 (0.2305329479277134) | > loss_0: 2.5145297050476074 (2.3333415190378823) | > loss_gen: 2.246222496032715 (2.3460699121157327) | > loss_kl: 1.8893147706985474 (2.035931865374247) | > loss_feat: 6.252582550048828 (7.413845658302307) | > loss_mel: 20.445934295654297 (20.031667073567707) | > loss_duration: 2.245293617248535 (2.2696554064750667) | > loss_1: 33.079345703125 (34.09716987609863)  --> STEP: 13 | > loss_disc: 2.318650245666504 (2.332211421086238) | > loss_disc_real_0: 0.10267812013626099 (0.09758391403234921) | > loss_disc_real_1: 0.21297937631607056 (0.2231291624215933) | > loss_disc_real_2: 0.26466643810272217 (0.19019323128920335) | > loss_disc_real_3: 0.27214062213897705 (0.2327113415186222) | > loss_disc_real_4: 0.27274537086486816 (0.20060420093628076) | > loss_disc_real_5: 0.2065826803445816 (0.22869061965208787) | > loss_0: 2.318650245666504 (2.332211421086238) | > loss_gen: 2.750943660736084 (2.3772140466249905) | > loss_kl: 1.9711068868637085 (2.0309453285657444) | > loss_feat: 6.9498467445373535 (7.378153434166541) | > loss_mel: 19.145404815673828 (19.963493053729717) | > loss_duration: 2.199303150177002 (2.2642436944521385) | > loss_1: 33.016605377197266 (34.0140495300293)  --> STEP: 14 | > loss_disc: 2.070021629333496 (2.313483578818185) | > loss_disc_real_0: 0.1699826419353485 (0.10275525173970632) | > loss_disc_real_1: 0.24295496940612793 (0.2245452914919172) | > loss_disc_real_2: 0.1779680848121643 (0.1893200065408434) | > loss_disc_real_3: 0.20518605411052704 (0.2307452495609011) | > loss_disc_real_4: 0.1454026848077774 (0.1966612354985305) | > loss_disc_real_5: 0.17289231717586517 (0.22470502661807196) | > loss_0: 2.070021629333496 (2.313483578818185) | > loss_gen: 2.676741123199463 (2.3986088378088817) | > loss_kl: 2.2140979766845703 (2.044027660574232) | > loss_feat: 8.5103120803833 (7.45902190889631) | > loss_mel: 22.355947494506836 (20.13438265664237) | > loss_duration: 2.345179796218872 (2.2700248445783338) | > loss_1: 38.10227966308594 (34.30606596810477)  --> STEP: 15 | > loss_disc: 2.279266595840454 (2.3112024466196694) | > loss_disc_real_0: 0.09882043302059174 (0.10249293049176535) | > loss_disc_real_1: 0.14315712451934814 (0.21911941369374593) | > loss_disc_real_2: 0.21027107536792755 (0.19071674446264902) | > loss_disc_real_3: 0.2531691789627075 (0.2322401781876882) | > loss_disc_real_4: 0.20793290436267853 (0.1974126800894737) | > loss_disc_real_5: 0.2549322545528412 (0.22672017514705659) | > loss_0: 2.279266595840454 (2.3112024466196694) | > loss_gen: 2.449221134185791 (2.4019829909006756) | > loss_kl: 2.3911900520324707 (2.0671718200047815) | > loss_feat: 9.585156440734863 (7.6007642110188804) | > loss_mel: 21.436023712158203 (20.221158727010092) | > loss_duration: 2.270932197570801 (2.2700853347778316) | > loss_1: 38.13252258300781 (34.56116307576497)  --> STEP: 16 | > loss_disc: 2.3995614051818848 (2.316724881529808) | > loss_disc_real_0: 0.10467202216386795 (0.10262912372127175) | > loss_disc_real_1: 0.19263091683387756 (0.21746388264000416) | > loss_disc_real_2: 0.15765990316867828 (0.18865069188177586) | > loss_disc_real_3: 0.26222604513168335 (0.2341142948716879) | > loss_disc_real_4: 0.17389409244060516 (0.19594276836141944) | > loss_disc_real_5: 0.20352914929389954 (0.22527073603123426) | > loss_0: 2.3995614051818848 (2.316724881529808) | > loss_gen: 2.2339389324188232 (2.3914802372455597) | > loss_kl: 1.9956494569778442 (2.062701672315598) | > loss_feat: 8.093385696411133 (7.631553053855896) | > loss_mel: 19.678091049194336 (20.187216997146606) | > loss_duration: 2.3324332237243652 (2.27398207783699) | > loss_1: 34.33349609375 (34.54693388938904)  --> STEP: 17 | > loss_disc: 2.095643997192383 (2.3037201236276066) | > loss_disc_real_0: 0.09022216498851776 (0.10189930261934504) | > loss_disc_real_1: 0.1922304779291153 (0.21597956471583424) | > loss_disc_real_2: 0.1922035664319992 (0.18885968450237722) | > loss_disc_real_3: 0.19753272831439972 (0.23196243801537683) | > loss_disc_real_4: 0.14650145173072815 (0.1930344556184376) | > loss_disc_real_5: 0.17368319630622864 (0.22223617487093983) | > loss_0: 2.095643997192383 (2.3037201236276066) | > loss_gen: 2.3919034004211426 (2.3915051291970646) | > loss_kl: 2.5217883586883545 (2.0897067715139954) | > loss_feat: 7.688445568084717 (7.6348996723399445) | > loss_mel: 19.04584312438965 (20.12007735757267) | > loss_duration: 2.3691484928131104 (2.27958010224735) | > loss_1: 34.017127990722656 (34.51576883652631)  --> STEP: 18 | > loss_disc: 2.148223400115967 (2.2950814167658486) | > loss_disc_real_0: 0.04875686764717102 (0.09894694512089093) | > loss_disc_real_1: 0.2470393031835556 (0.21770510574181876) | > loss_disc_real_2: 0.18871042132377625 (0.18885139210356605) | > loss_disc_real_3: 0.21531036496162415 (0.2310373228457239) | > loss_disc_real_4: 0.21423311531543732 (0.1942121589349376) | > loss_disc_real_5: 0.18034324049949646 (0.21990878962808186) | > loss_0: 2.148223400115967 (2.2950814167658486) | > loss_gen: 2.5263586044311523 (2.3989969889322915) | > loss_kl: 2.5021777153015137 (2.1126218239466352) | > loss_feat: 8.665607452392578 (7.692161215676202) | > loss_mel: 20.525375366210938 (20.142593913608128) | > loss_duration: 2.2708747386932373 (2.279096470938788) | > loss_1: 36.490394592285156 (34.6254702674018)  --> STEP: 19 | > loss_disc: 2.1227993965148926 (2.2860139420157983) | > loss_disc_real_0: 0.04866310954093933 (0.09630042745878822) | > loss_disc_real_1: 0.14614960551261902 (0.2139390267823872) | > loss_disc_real_2: 0.1466732770204544 (0.1866314913097181) | > loss_disc_real_3: 0.24528641998767853 (0.2317872753268794) | > loss_disc_real_4: 0.13373328745365143 (0.19102906043592252) | > loss_disc_real_5: 0.14020246267318726 (0.21571371978835055) | > loss_0: 2.1227993965148926 (2.2860139420157983) | > loss_gen: 2.134885787963867 (2.385096399407638) | > loss_kl: 1.7625417709350586 (2.0941965579986577) | > loss_feat: 8.713888168334961 (7.745936318447716) | > loss_mel: 19.899200439453125 (20.129783730757865) | > loss_duration: 2.302075147628784 (2.2803058749751037) | > loss_1: 34.81258773803711 (34.635318555329974)  --> STEP: 20 | > loss_disc: 2.2157657146453857 (2.282501530647278) | > loss_disc_real_0: 0.06498044729232788 (0.0947344284504652) | > loss_disc_real_1: 0.1521080881357193 (0.21084747985005378) | > loss_disc_real_2: 0.2678644359111786 (0.19069313853979114) | > loss_disc_real_3: 0.19988451898097992 (0.23019213750958442) | > loss_disc_real_4: 0.21999207139015198 (0.192477210983634) | > loss_disc_real_5: 0.24511025846004486 (0.21718354672193527) | > loss_0: 2.2157657146453857 (2.282501530647278) | > loss_gen: 2.6711692810058594 (2.399400043487549) | > loss_kl: 1.970223307609558 (2.0879978954792024) | > loss_feat: 7.442253589630127 (7.730752182006836) | > loss_mel: 19.69007110595703 (20.107798099517822) | > loss_duration: 2.3320913314819336 (2.282895147800445) | > loss_1: 34.10580825805664 (34.60884304046631)  --> STEP: 21 | > loss_disc: 2.427438974380493 (2.2894033136821927) | > loss_disc_real_0: 0.0547923818230629 (0.09283242623011272) | > loss_disc_real_1: 0.19740815460681915 (0.21020751198132834) | > loss_disc_real_2: 0.1429753601551056 (0.18842086337861566) | > loss_disc_real_3: 0.2493656426668167 (0.23110516156469071) | > loss_disc_real_4: 0.2845478057861328 (0.19686152502184823) | > loss_disc_real_5: 0.29909855127334595 (0.2210842612243834) | > loss_0: 2.427438974380493 (2.2894033136821927) | > loss_gen: 2.414762020111084 (2.4001315661839078) | > loss_kl: 2.6416940689086914 (2.1143643799282255) | > loss_feat: 6.840092658996582 (7.688339823768253) | > loss_mel: 17.899730682373047 (20.00265203203474) | > loss_duration: 2.1593689918518066 (2.277012949898129) | > loss_1: 31.95564842224121 (34.48250043959845)  --> STEP: 22 | > loss_disc: 2.396803617477417 (2.2942851456728848) | > loss_disc_real_0: 0.10178247839212418 (0.09323924678293141) | > loss_disc_real_1: 0.2532438039779663 (0.2121637070720846) | > loss_disc_real_2: 0.1880457103252411 (0.18840381096709866) | > loss_disc_real_3: 0.23669013381004333 (0.2313590239394795) | > loss_disc_real_4: 0.18870697915554047 (0.19649086384610695) | > loss_disc_real_5: 0.19503816962242126 (0.21990034796974875) | > loss_0: 2.396803617477417 (2.2942851456728848) | > loss_gen: 2.303966760635376 (2.3957604386589746) | > loss_kl: 2.026416301727295 (2.1103667400100012) | > loss_feat: 6.73056173324585 (7.644804456017234) | > loss_mel: 16.37055778503418 (19.837556838989258) | > loss_duration: 2.1667661666870117 (2.272001732479442) | > loss_1: 29.598270416259766 (34.260489983992144)  --> STEP: 23 | > loss_disc: 2.5128304958343506 (2.3037871174190356) | > loss_disc_real_0: 0.12190740555524826 (0.09448568846868433) | > loss_disc_real_1: 0.2286296933889389 (0.2128796195206435) | > loss_disc_real_2: 0.20658022165298462 (0.18919408969257195) | > loss_disc_real_3: 0.24231721460819244 (0.23183546701203223) | > loss_disc_real_4: 0.2532438337802887 (0.1989583842780279) | > loss_disc_real_5: 0.19077196717262268 (0.21863389663074329) | > loss_0: 2.5128304958343506 (2.3037871174190356) | > loss_gen: 2.069491386413574 (2.381574827691783) | > loss_kl: 2.441519021987915 (2.1247646653133887) | > loss_feat: 4.489757061004639 (7.507628482321034) | > loss_mel: 18.57245635986328 (19.782552470331606) | > loss_duration: 2.244417667388916 (2.270802425301593) | > loss_1: 29.81764030456543 (34.067322606625766)  --> STEP: 24 | > loss_disc: 2.164612054824829 (2.29798815647761) | > loss_disc_real_0: 0.05566331371665001 (0.09286808952068289) | > loss_disc_real_1: 0.19605423510074615 (0.2121785618364811) | > loss_disc_real_2: 0.18799029290676117 (0.1891439314931632) | > loss_disc_real_3: 0.26676470041275024 (0.23329085173706213) | > loss_disc_real_4: 0.24121429026126862 (0.2007190470273296) | > loss_disc_real_5: 0.23525764048099518 (0.21932655262450376) | > loss_0: 2.164612054824829 (2.29798815647761) | > loss_gen: 2.37791109085083 (2.3814221719900766) | > loss_kl: 1.9668471813201904 (2.1181847701470056) | > loss_feat: 5.484957695007324 (7.423350532849629) | > loss_mel: 21.308584213256836 (19.846137126286823) | > loss_duration: 2.4081826210021973 (2.2765266001224513) | > loss_1: 33.54648208618164 (34.045620918273926)  --> STEP: 25 | > loss_disc: 2.6636099815368652 (2.3126130294799805) | > loss_disc_real_0: 0.10085257142782211 (0.09318746879696846) | > loss_disc_real_1: 0.2613902986049652 (0.21414703130722046) | > loss_disc_real_2: 0.2893265187740326 (0.19315123498439796) | > loss_disc_real_3: 0.3200094699859619 (0.23675959646701814) | > loss_disc_real_4: 0.21531398594379425 (0.2013028445839882) | > loss_disc_real_5: 0.24664701521396637 (0.22041937112808227) | > loss_0: 2.6636099815368652 (2.3126130294799805) | > loss_gen: 2.2360568046569824 (2.3756075572967528) | > loss_kl: 2.6059458255767822 (2.137695212364197) | > loss_feat: 7.828218936920166 (7.439545269012451) | > loss_mel: 20.06916046142578 (19.855058059692382) | > loss_duration: 2.3272275924682617 (2.2785546398162837) | > loss_1: 35.066612243652344 (34.08646057128906)  --> STEP: 26 | > loss_disc: 2.530888080596924 (2.321008223753709) | > loss_disc_real_0: 0.06497450172901154 (0.09210235467897011) | > loss_disc_real_1: 0.23556029796600342 (0.21497061848640442) | > loss_disc_real_2: 0.14987938106060028 (0.19148693291040575) | > loss_disc_real_3: 0.22246287763118744 (0.23620972266564003) | > loss_disc_real_4: 0.176782488822937 (0.2003597539777939) | > loss_disc_real_5: 0.19330096244812012 (0.2193763554096222) | > loss_0: 2.530888080596924 (2.321008223753709) | > loss_gen: 1.685624361038208 (2.3490697420560394) | > loss_kl: 2.176926374435425 (2.13920410321309) | > loss_feat: 5.4800591468811035 (7.364180418161245) | > loss_mel: 10.26075267791748 (19.486046314239502) | > loss_duration: 2.3113179206848145 (2.279814766003535) | > loss_1: 21.91468048095703 (33.618315183199364) --> EVAL PERFORMANCE | > avg_loader_time: 0.002511813090397761 (-1.6322502723107105e-05) | > avg_loss_disc: 2.321008223753709 (+0.045776463471925766) | > avg_loss_disc_real_0: 0.09210235467897011 (-0.0655973148174011) | > avg_loss_disc_real_1: 0.21497061848640442 (-0.027578237824715107) | > avg_loss_disc_real_2: 0.19148693291040575 (-0.02853762874236465) | > avg_loss_disc_real_3: 0.23620972266564003 (+0.003214696852060467) | > avg_loss_disc_real_4: 0.2003597539777939 (-0.043728409764858395) | > avg_loss_disc_real_5: 0.2193763554096222 (-0.01796373724937439) | > avg_loss_0: 2.321008223753709 (+0.045776463471925766) | > avg_loss_gen: 2.3490697420560394 (-0.5251696018072276) | > avg_loss_kl: 2.13920410321309 (+0.05653636272136975) | > avg_loss_feat: 7.364180418161245 (-0.22243699660667993) | > avg_loss_mel: 19.486046314239502 (+0.23599903400127786) | > avg_loss_duration: 2.279814766003535 (+0.013491199566767698) | > avg_loss_1: 33.618315183199364 (-0.4415806256807855)  > EPOCH: 144/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:15:14)   --> TIME: 2024-06-10 21:15:16 -- STEP: 4/330 -- GLOBAL_STEP: 135525 | > loss_disc: 2.3482210636138916 (2.316362977027893) | > loss_disc_real_0: 0.09008489549160004 (0.11453656479716301) | > loss_disc_real_1: 0.18909713625907898 (0.18725040182471275) | > loss_disc_real_2: 0.2272380143404007 (0.20384163409471512) | > loss_disc_real_3: 0.2059955894947052 (0.21446295082569122) | > loss_disc_real_4: 0.21466544270515442 (0.1997557133436203) | > loss_disc_real_5: 0.23426003754138947 (0.20550329238176346) | > loss_0: 2.3482210636138916 (2.316362977027893) | > grad_norm_0: tensor(17.0036, device='cuda:0') (tensor(11.6198, device='cuda:0')) | > loss_gen: 2.4197447299957275 (2.465320348739624) | > loss_kl: 1.9142547845840454 (1.615749031305313) | > loss_feat: 6.656236171722412 (6.7704490423202515) | > loss_mel: 19.254215240478516 (19.595742225646973) | > loss_duration: 2.314662456512451 (2.305600643157959) | > loss_1: 32.559112548828125 (32.75286054611206) | > grad_norm_1: tensor(86.0655, device='cuda:0') (tensor(128.7992, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3599 (0.35448646545410156) | > loader_time: 0.0034 (0.0032088756561279297)  --> TIME: 2024-06-10 21:15:25 -- STEP: 29/330 -- GLOBAL_STEP: 135550 | > loss_disc: 2.2829549312591553 (2.284082001653211) | > loss_disc_real_0: 0.10803674161434174 (0.10825990654271224) | > loss_disc_real_1: 0.21930134296417236 (0.19604672286017188) | > loss_disc_real_2: 0.22176462411880493 (0.2152531229216477) | > loss_disc_real_3: 0.21437029540538788 (0.22145823928816566) | > loss_disc_real_4: 0.19402241706848145 (0.2180161465858591) | > loss_disc_real_5: 0.19366976618766785 (0.21550954158963828) | > loss_0: 2.2829549312591553 (2.284082001653211) | > grad_norm_0: tensor(7.6982, device='cuda:0') (tensor(11.2388, device='cuda:0')) | > loss_gen: 2.6195247173309326 (2.5929998364941826) | > loss_kl: 1.817995548248291 (1.6668805829409896) | > loss_feat: 7.328312397003174 (7.277915691507274) | > loss_mel: 19.37694549560547 (19.67714447810732) | > loss_duration: 2.0785932540893555 (2.14266602335305) | > loss_1: 33.221370697021484 (33.357606953588025) | > grad_norm_1: tensor(124.2521, device='cuda:0') (tensor(148.1265, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3599 (0.35461070619780444) | > loader_time: 0.0034 (0.0035538262334363214)  --> TIME: 2024-06-10 21:15:35 -- STEP: 54/330 -- GLOBAL_STEP: 135575 | > loss_disc: 2.1620049476623535 (2.2920048634211216) | > loss_disc_real_0: 0.0855465978384018 (0.11115720012673626) | > loss_disc_real_1: 0.20462743937969208 (0.19903985383333983) | > loss_disc_real_2: 0.24440179765224457 (0.21619584797709077) | > loss_disc_real_3: 0.2340296357870102 (0.22488334912944724) | > loss_disc_real_4: 0.195360466837883 (0.2187275113882842) | > loss_disc_real_5: 0.193425253033638 (0.21451008954533823) | > loss_0: 2.1620049476623535 (2.2920048634211216) | > grad_norm_0: tensor(18.0251, device='cuda:0') (tensor(11.6794, device='cuda:0')) | > loss_gen: 2.804210901260376 (2.575207502753646) | > loss_kl: 1.6415398120880127 (1.6899089923611395) | > loss_feat: 7.480931282043457 (7.232793746171175) | > loss_mel: 19.338293075561523 (19.734363803157095) | > loss_duration: 2.036243200302124 (2.1040599853904167) | > loss_1: 33.30121612548828 (33.33633419319435) | > grad_norm_1: tensor(281.3730, device='cuda:0') (tensor(133.0541, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3528 (0.3574917757952656) | > loader_time: 0.0039 (0.0036449608979401767)  --> TIME: 2024-06-10 21:15:44 -- STEP: 79/330 -- GLOBAL_STEP: 135600 | > loss_disc: 2.2365360260009766 (2.294714671147019) | > loss_disc_real_0: 0.10493792593479156 (0.11369665759273723) | > loss_disc_real_1: 0.19126199185848236 (0.19987306262873392) | > loss_disc_real_2: 0.19913426041603088 (0.2161704846952535) | > loss_disc_real_3: 0.23100495338439941 (0.2244638942087753) | > loss_disc_real_4: 0.21708913147449493 (0.21809169027624256) | > loss_disc_real_5: 0.20512881875038147 (0.21362183214742927) | > loss_0: 2.2365360260009766 (2.294714671147019) | > grad_norm_0: tensor(37.5042, device='cuda:0') (tensor(13.1708, device='cuda:0')) | > loss_gen: 2.616260528564453 (2.5662503906443144) | > loss_kl: 1.6760294437408447 (1.690394042413446) | > loss_feat: 6.9440836906433105 (7.239902514445631) | > loss_mel: 19.33575439453125 (19.677736161630364) | > loss_duration: 2.014288902282715 (2.0863634544082843) | > loss_1: 32.58641815185547 (33.26064672349374) | > grad_norm_1: tensor(284.4156, device='cuda:0') (tensor(149.4627, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3643 (0.35849173159538955) | > loader_time: 0.0033 (0.003729605976539322)  --> TIME: 2024-06-10 21:15:53 -- STEP: 104/330 -- GLOBAL_STEP: 135625 | > loss_disc: 2.3701541423797607 (2.273830081407837) | > loss_disc_real_0: 0.1285897195339203 (0.11358824322143427) | > loss_disc_real_1: 0.20062671601772308 (0.19797162496699733) | > loss_disc_real_2: 0.24332772195339203 (0.21510550766610181) | > loss_disc_real_3: 0.20096167922019958 (0.2214846798720268) | > loss_disc_real_4: 0.19412606954574585 (0.21476577609204334) | > loss_disc_real_5: 0.20159952342510223 (0.2107564226652567) | > loss_0: 2.3701541423797607 (2.273830081407837) | > grad_norm_0: tensor(31.3572, device='cuda:0') (tensor(15.3539, device='cuda:0')) | > loss_gen: 2.4505233764648438 (2.593803268212538) | > loss_kl: 1.703554391860962 (1.6814498385557761) | > loss_feat: 7.5274882316589355 (7.3666465144891005) | > loss_mel: 19.576112747192383 (19.701139156634984) | > loss_duration: 2.126281499862671 (2.082821545692591) | > loss_1: 33.38396072387695 (33.42586062504696) | > grad_norm_1: tensor(417.6082, device='cuda:0') (tensor(176.0753, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3445 (0.35733871276562046) | > loader_time: 0.0039 (0.003749909309240488)  --> TIME: 2024-06-10 21:16:02 -- STEP: 129/330 -- GLOBAL_STEP: 135650 | > loss_disc: 2.348228931427002 (2.2778863426326756) | > loss_disc_real_0: 0.14401352405548096 (0.11518541209457457) | > loss_disc_real_1: 0.23986680805683136 (0.1986724683480669) | > loss_disc_real_2: 0.18489225208759308 (0.21521676788034366) | > loss_disc_real_3: 0.268444687128067 (0.22280741534953893) | > loss_disc_real_4: 0.29953646659851074 (0.21478870799837188) | > loss_disc_real_5: 0.2791019082069397 (0.21079409307287644) | > loss_0: 2.348228931427002 (2.2778863426326756) | > grad_norm_0: tensor(34.1852, device='cuda:0') (tensor(17.6754, device='cuda:0')) | > loss_gen: 2.5891060829162598 (2.600769610368004) | > loss_kl: 1.6264787912368774 (1.6678169189497483) | > loss_feat: 6.801302433013916 (7.402518301971199) | > loss_mel: 20.06055450439453 (19.750755738842386) | > loss_duration: 2.054471492767334 (2.081132192020269) | > loss_1: 33.13191223144531 (33.502992970074786) | > grad_norm_1: tensor(250.6423, device='cuda:0') (tensor(200.0352, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3726 (0.35734365707220045) | > loader_time: 0.0044 (0.0038184934808302294)  --> TIME: 2024-06-10 21:16:11 -- STEP: 154/330 -- GLOBAL_STEP: 135675 | > loss_disc: 2.3953652381896973 (2.273787908739856) | > loss_disc_real_0: 0.14998720586299896 (0.1144719399124771) | > loss_disc_real_1: 0.24605463445186615 (0.19806278951756362) | > loss_disc_real_2: 0.30284300446510315 (0.21490114375755384) | > loss_disc_real_3: 0.2600615918636322 (0.22225044222621174) | > loss_disc_real_4: 0.2846309244632721 (0.21481441164558593) | > loss_disc_real_5: 0.28963643312454224 (0.21053619431210802) | > loss_0: 2.3953652381896973 (2.273787908739856) | > grad_norm_0: tensor(24.0575, device='cuda:0') (tensor(18.8480, device='cuda:0')) | > loss_gen: 2.7105307579040527 (2.5993597848074783) | > loss_kl: 1.6885120868682861 (1.6650449556189697) | > loss_feat: 7.032764434814453 (7.392106003575511) | > loss_mel: 18.61628532409668 (19.73078758685619) | > loss_duration: 2.0875322818756104 (2.0817622952647024) | > loss_1: 32.13562774658203 (33.469060860670986) | > grad_norm_1: tensor(295.4648, device='cuda:0') (tensor(214.5359, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3616 (0.3588267874408078) | > loader_time: 0.0044 (0.003912198079096807)  --> TIME: 2024-06-10 21:16:21 -- STEP: 179/330 -- GLOBAL_STEP: 135700 | > loss_disc: 2.421926259994507 (2.273596330727944) | > loss_disc_real_0: 0.10031268000602722 (0.11352374317259761) | > loss_disc_real_1: 0.155385360121727 (0.19781570477858598) | > loss_disc_real_2: 0.21505732834339142 (0.21460274386339348) | > loss_disc_real_3: 0.22839109599590302 (0.22231183513249764) | > loss_disc_real_4: 0.21780513226985931 (0.214968264352676) | > loss_disc_real_5: 0.23714856803417206 (0.21112850383340315) | > loss_0: 2.421926259994507 (2.273596330727944) | > grad_norm_0: tensor(11.8474, device='cuda:0') (tensor(19.0223, device='cuda:0')) | > loss_gen: 2.6950018405914307 (2.6019275201765515) | > loss_kl: 1.6126058101654053 (1.667294508252064) | > loss_feat: 8.081485748291016 (7.41616607378315) | > loss_mel: 19.781240463256836 (19.69840924566684) | > loss_duration: 2.1288950443267822 (2.085584636507087) | > loss_1: 34.29922866821289 (33.46938212091028) | > grad_norm_1: tensor(477.3866, device='cuda:0') (tensor(222.1787, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.3882 (0.36233520108228306) | > loader_time: 0.0055 (0.004066296795892985)  --> TIME: 2024-06-10 21:16:31 -- STEP: 204/330 -- GLOBAL_STEP: 135725 | > loss_disc: 2.2721869945526123 (2.271136785254759) | > loss_disc_real_0: 0.14415082335472107 (0.11318314367649603) | > loss_disc_real_1: 0.21946574747562408 (0.19770107001942744) | > loss_disc_real_2: 0.19921666383743286 (0.21452439678650276) | > loss_disc_real_3: 0.22806484997272491 (0.22222301261682137) | > loss_disc_real_4: 0.19505198299884796 (0.21542147904926662) | > loss_disc_real_5: 0.19179770350456238 (0.21094228436841683) | > loss_0: 2.2721869945526123 (2.271136785254759) | > grad_norm_0: tensor(26.5012, device='cuda:0') (tensor(21.0217, device='cuda:0')) | > loss_gen: 2.8298230171203613 (2.610821605897417) | > loss_kl: 1.7988535165786743 (1.6676548509036793) | > loss_feat: 8.515374183654785 (7.445464045393701) | > loss_mel: 19.954143524169922 (19.672548911150752) | > loss_duration: 2.0744330883026123 (2.091028993036231) | > loss_1: 35.17262649536133 (33.48751850689159) | > grad_norm_1: tensor(400.9481, device='cuda:0') (tensor(235.1059, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.4055 (0.36595822666205624) | > loader_time: 0.005 (0.004203777687222356)  --> TIME: 2024-06-10 21:16:42 -- STEP: 229/330 -- GLOBAL_STEP: 135750 | > loss_disc: 2.239868402481079 (2.271477686786236) | > loss_disc_real_0: 0.09376715123653412 (0.11340218424536776) | > loss_disc_real_1: 0.14487437903881073 (0.19815076588282937) | > loss_disc_real_2: 0.2900538146495819 (0.21444898635539425) | > loss_disc_real_3: 0.23394018411636353 (0.22255496693750657) | > loss_disc_real_4: 0.21453280746936798 (0.2152025282513107) | > loss_disc_real_5: 0.18739907443523407 (0.21090488962210943) | > loss_0: 2.239868402481079 (2.271477686786236) | > grad_norm_0: tensor(29.9635, device='cuda:0') (tensor(22.1714, device='cuda:0')) | > loss_gen: 2.726905107498169 (2.6115582895070704) | > loss_kl: 1.8273736238479614 (1.669497989671199) | > loss_feat: 7.750903606414795 (7.440843094904871) | > loss_mel: 20.204021453857422 (19.63725096690081) | > loss_duration: 2.1707069873809814 (2.0979461867736404) | > loss_1: 34.67991256713867 (33.45709659126648) | > grad_norm_1: tensor(380.7388, device='cuda:0') (tensor(246.4038, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.4152 (0.37131463284055233) | > loader_time: 0.0056 (0.004337483618457252)  --> TIME: 2024-06-10 21:16:52 -- STEP: 254/330 -- GLOBAL_STEP: 135775 | > loss_disc: 2.2383477687835693 (2.270600482234805) | > loss_disc_real_0: 0.06760336458683014 (0.1131990479496051) | > loss_disc_real_1: 0.18391284346580505 (0.198837213746206) | > loss_disc_real_2: 0.18821179866790771 (0.21468441346733588) | > loss_disc_real_3: 0.1943855732679367 (0.222296809586953) | > loss_disc_real_4: 0.19951725006103516 (0.21511193822453348) | > loss_disc_real_5: 0.19297155737876892 (0.21065440433701194) | > loss_0: 2.2383477687835693 (2.270600482234805) | > grad_norm_0: tensor(28.6544, device='cuda:0') (tensor(21.9037, device='cuda:0')) | > loss_gen: 2.4925832748413086 (2.6122127611806074) | > loss_kl: 1.5864369869232178 (1.6716063069546316) | > loss_feat: 7.893712997436523 (7.469116445601456) | > loss_mel: 19.89895248413086 (19.636178669967045) | > loss_duration: 2.111365795135498 (2.103647748316365) | > loss_1: 33.98305130004883 (33.49276197989156) | > grad_norm_1: tensor(133.3206, device='cuda:0') (tensor(253.4737, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.4277 (0.3755362015070879) | > loader_time: 0.0055 (0.004438577674505286)  --> TIME: 2024-06-10 21:17:03 -- STEP: 279/330 -- GLOBAL_STEP: 135800 | > loss_disc: 2.3043599128723145 (2.2701605340485935) | > loss_disc_real_0: 0.17648565769195557 (0.11386946343072428) | > loss_disc_real_1: 0.2150590568780899 (0.1987386330908772) | > loss_disc_real_2: 0.2498355656862259 (0.21488088695165508) | > loss_disc_real_3: 0.23964136838912964 (0.222095004973873) | > loss_disc_real_4: 0.22527684271335602 (0.21470415453329744) | > loss_disc_real_5: 0.2084578573703766 (0.21028068640326086) | > loss_0: 2.3043599128723145 (2.2701605340485935) | > grad_norm_0: tensor(49.9690, device='cuda:0') (tensor(22.9097, device='cuda:0')) | > loss_gen: 2.618985891342163 (2.6110309349593295) | > loss_kl: 1.739052414894104 (1.674944903260918) | > loss_feat: 7.456902980804443 (7.482018923674006) | > loss_mel: 19.146404266357422 (19.61421087394906) | > loss_duration: 2.1673245429992676 (2.111509692284367) | > loss_1: 33.12866973876953 (33.49371539563688) | > grad_norm_1: tensor(301.2034, device='cuda:0') (tensor(261.4839, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.4331 (0.38069181032078253) | > loader_time: 0.0064 (0.004565900371920685)  --> TIME: 2024-06-10 21:17:15 -- STEP: 304/330 -- GLOBAL_STEP: 135825 | > loss_disc: 2.3641622066497803 (2.2703992100922687) | > loss_disc_real_0: 0.10572667419910431 (0.11480367608907584) | > loss_disc_real_1: 0.2419203668832779 (0.19903584716743547) | > loss_disc_real_2: 0.2512100040912628 (0.21464319296769416) | > loss_disc_real_3: 0.2085689753293991 (0.22184942054905385) | > loss_disc_real_4: 0.22216475009918213 (0.21514992195328608) | > loss_disc_real_5: 0.19776970148086548 (0.20979957856041817) | > loss_0: 2.3641622066497803 (2.2703992100922687) | > grad_norm_0: tensor(15.1493, device='cuda:0') (tensor(24.2557, device='cuda:0')) | > loss_gen: 2.3928635120391846 (2.6177552797292405) | > loss_kl: 1.867229700088501 (1.6742922153912094) | > loss_feat: 8.700506210327148 (7.518197497254924) | > loss_mel: 19.035554885864258 (19.575123071670532) | > loss_duration: 2.249579906463623 (2.120561267984538) | > loss_1: 34.24573516845703 (33.50592938222382) | > grad_norm_1: tensor(146.4636, device='cuda:0') (tensor(266.8371, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.4804 (0.3875517358905391) | > loader_time: 0.0072 (0.004716815132843825)  --> TIME: 2024-06-10 21:17:44 -- STEP: 329/330 -- GLOBAL_STEP: 135850 | > loss_disc: 2.3934125900268555 (2.2734274708391315) | > loss_disc_real_0: 0.19720228016376495 (0.1150493863120811) | > loss_disc_real_1: 0.135633647441864 (0.19969931557366918) | > loss_disc_real_2: 0.24140644073486328 (0.21441917760031573) | > loss_disc_real_3: 0.23110157251358032 (0.22169780477564383) | > loss_disc_real_4: 0.30043724179267883 (0.21617029403480725) | > loss_disc_real_5: 0.2240973711013794 (0.20987650783772163) | > loss_0: 2.3934125900268555 (2.2734274708391315) | > grad_norm_0: tensor(36.9495, device='cuda:0') (tensor(24.5025, device='cuda:0')) | > loss_gen: 2.651632785797119 (2.6241297888538395) | > loss_kl: 1.9432660341262817 (1.6832073687782403) | > loss_feat: 12.534736633300781 (7.64400417681523) | > loss_mel: 20.49429702758789 (19.555637081343363) | > loss_duration: 2.3021397590637207 (2.1335579044550737) | > loss_1: 39.92607116699219 (33.64053636916139) | > grad_norm_1: tensor(248.7156, device='cuda:0') (tensor(272.0638, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 14.4823 (0.4441970430971279) | > loader_time: 0.0354 (0.0051987062471615915)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.525721549987793 (2.525721549987793) | > loss_disc_real_0: 0.23897568881511688 (0.23897568881511688) | > loss_disc_real_1: 0.3106842637062073 (0.3106842637062073) | > loss_disc_real_2: 0.24837198853492737 (0.24837198853492737) | > loss_disc_real_3: 0.24368835985660553 (0.24368835985660553) | > loss_disc_real_4: 0.27492162585258484 (0.27492162585258484) | > loss_disc_real_5: 0.21753822267055511 (0.21753822267055511) | > loss_0: 2.525721549987793 (2.525721549987793) | > loss_gen: 2.589390277862549 (2.589390277862549) | > loss_kl: 2.1383020877838135 (2.1383020877838135) | > loss_feat: 4.7531962394714355 (4.7531962394714355) | > loss_mel: 15.003761291503906 (15.003761291503906) | > loss_duration: 2.8532919883728027 (2.8532919883728027) | > loss_1: 27.337942123413086 (27.337942123413086)  --> STEP: 1 | > loss_disc: 2.3121509552001953 (2.3121509552001953) | > loss_disc_real_0: 0.11148633062839508 (0.11148633062839508) | > loss_disc_real_1: 0.17583215236663818 (0.17583215236663818) | > loss_disc_real_2: 0.23640359938144684 (0.23640359938144684) | > loss_disc_real_3: 0.2671138644218445 (0.2671138644218445) | > loss_disc_real_4: 0.2669307589530945 (0.2669307589530945) | > loss_disc_real_5: 0.31257927417755127 (0.31257927417755127) | > loss_0: 2.3121509552001953 (2.3121509552001953) | > loss_gen: 2.7531228065490723 (2.7531228065490723) | > loss_kl: 1.7645411491394043 (1.7645411491394043) | > loss_feat: 6.596090793609619 (6.596090793609619) | > loss_mel: 21.436464309692383 (21.436464309692383) | > loss_duration: 2.2858643531799316 (2.2858643531799316) | > loss_1: 34.83608627319336 (34.83608627319336)  --> STEP: 2 | > loss_disc: 2.4955859184265137 (2.4038684368133545) | > loss_disc_real_0: 0.16056716442108154 (0.1360267475247383) | > loss_disc_real_1: 0.3090823292732239 (0.24245724081993103) | > loss_disc_real_2: 0.2709110677242279 (0.25365733355283737) | > loss_disc_real_3: 0.22430220246315002 (0.24570803344249725) | > loss_disc_real_4: 0.3262143135070801 (0.2965725362300873) | > loss_disc_real_5: 0.2717462182044983 (0.2921627461910248) | > loss_0: 2.4955859184265137 (2.4038684368133545) | > loss_gen: 2.656458854675293 (2.7047908306121826) | > loss_kl: 1.9150121212005615 (1.839776635169983) | > loss_feat: 4.843034744262695 (5.719562768936157) | > loss_mel: 19.739669799804688 (20.588067054748535) | > loss_duration: 2.479759693145752 (2.382812023162842) | > loss_1: 31.633934020996094 (33.23501014709473)  --> STEP: 3 | > loss_disc: 2.0155818462371826 (2.274439573287964) | > loss_disc_real_0: 0.05945434421300888 (0.11050261308749516) | > loss_disc_real_1: 0.13932931423187256 (0.20808126529057822) | > loss_disc_real_2: 0.1474771946668625 (0.21826395392417908) | > loss_disc_real_3: 0.20350044965744019 (0.23163883884747824) | > loss_disc_real_4: 0.21360884606838226 (0.2689179728428523) | > loss_disc_real_5: 0.20902816951274872 (0.2644512206315994) | > loss_0: 2.0155818462371826 (2.274439573287964) | > loss_gen: 2.7528369426727295 (2.7208062012990317) | > loss_kl: 2.1115798950195312 (1.930377721786499) | > loss_feat: 8.308944702148438 (6.582690080006917) | > loss_mel: 23.01453399658203 (21.396889368693035) | > loss_duration: 2.2646336555480957 (2.3434192339579263) | > loss_1: 38.45252990722656 (34.97418340047201)  --> STEP: 4 | > loss_disc: 2.102984666824341 (2.231575846672058) | > loss_disc_real_0: 0.22303611040115356 (0.13863598741590977) | > loss_disc_real_1: 0.24041599035263062 (0.2161649465560913) | > loss_disc_real_2: 0.2327079176902771 (0.22187494486570358) | > loss_disc_real_3: 0.1997433304786682 (0.22366496175527573) | > loss_disc_real_4: 0.1889857053756714 (0.24893490597605705) | > loss_disc_real_5: 0.1674623042345047 (0.24020399153232574) | > loss_0: 2.102984666824341 (2.231575846672058) | > loss_gen: 3.1766443252563477 (2.8347657322883606) | > loss_kl: 2.6447458267211914 (2.108969748020172) | > loss_feat: 8.582637786865234 (7.082677006721497) | > loss_mel: 18.765539169311523 (20.739051818847656) | > loss_duration: 2.2373616695404053 (2.316904842853546) | > loss_1: 35.40692901611328 (35.082369804382324)  --> STEP: 5 | > loss_disc: 2.2337334156036377 (2.232007360458374) | > loss_disc_real_0: 0.17891566455364227 (0.14669192284345628) | > loss_disc_real_1: 0.19746597111225128 (0.2124251514673233) | > loss_disc_real_2: 0.18642845749855042 (0.21478564739227296) | > loss_disc_real_3: 0.2074742317199707 (0.2204268157482147) | > loss_disc_real_4: 0.31178224086761475 (0.26150437295436857) | > loss_disc_real_5: 0.21196654438972473 (0.23455650210380555) | > loss_0: 2.2337334156036377 (2.232007360458374) | > loss_gen: 2.542362689971924 (2.7762851238250734) | > loss_kl: 1.587555170059204 (2.0046868324279785) | > loss_feat: 5.379289150238037 (6.7419994354248045) | > loss_mel: 19.00242805480957 (20.39172706604004) | > loss_duration: 2.390291690826416 (2.33158221244812) | > loss_1: 30.901926040649414 (34.24628105163574)  --> STEP: 6 | > loss_disc: 2.391164779663086 (2.2585335969924927) | > loss_disc_real_0: 0.1575196087360382 (0.14849653715888658) | > loss_disc_real_1: 0.22081413865089417 (0.21382331599791846) | > loss_disc_real_2: 0.2669590413570404 (0.22348121305306753) | > loss_disc_real_3: 0.2052711546421051 (0.21790087223052979) | > loss_disc_real_4: 0.24941904842853546 (0.25949015220006305) | > loss_disc_real_5: 0.21036112308502197 (0.23052393893400827) | > loss_0: 2.391164779663086 (2.2585335969924927) | > loss_gen: 2.3969383239746094 (2.713060657183329) | > loss_kl: 2.270169496536255 (2.0489339431126914) | > loss_feat: 5.429807662963867 (6.523300806681315) | > loss_mel: 20.790300369262695 (20.45815594991048) | > loss_duration: 2.1626882553100586 (2.3034332195917764) | > loss_1: 33.049903869628906 (34.046884854634605)  --> STEP: 7 | > loss_disc: 2.5216169357299805 (2.296116931097848) | > loss_disc_real_0: 0.13908295333385468 (0.1471517394695963) | > loss_disc_real_1: 0.33015260100364685 (0.23044178528445108) | > loss_disc_real_2: 0.2126673460006714 (0.22193637490272522) | > loss_disc_real_3: 0.2740010619163513 (0.22591518504279) | > loss_disc_real_4: 0.32513976097106934 (0.26886866773877827) | > loss_disc_real_5: 0.3055751323699951 (0.24124553799629211) | > loss_0: 2.5216169357299805 (2.296116931097848) | > loss_gen: 2.598515272140503 (2.69669703074864) | > loss_kl: 3.1547560691833496 (2.2069085325513567) | > loss_feat: 4.264827728271484 (6.200661795479911) | > loss_mel: 18.78251838684082 (20.218779155186244) | > loss_duration: 2.455984354019165 (2.3252262387956892) | > loss_1: 31.256601333618164 (33.64827292306082)  --> STEP: 8 | > loss_disc: 2.141500473022461 (2.2767898738384247) | > loss_disc_real_0: 0.12193525582551956 (0.14399967901408672) | > loss_disc_real_1: 0.17611081898212433 (0.22365041449666023) | > loss_disc_real_2: 0.18208956718444824 (0.2169555239379406) | > loss_disc_real_3: 0.17823047935962677 (0.2199545968323946) | > loss_disc_real_4: 0.21243059635162354 (0.2618139088153839) | > loss_disc_real_5: 0.18082520365715027 (0.23369299620389938) | > loss_0: 2.141500473022461 (2.2767898738384247) | > loss_gen: 2.4171741008758545 (2.6617566645145416) | > loss_kl: 1.7655985355377197 (2.151744782924652) | > loss_feat: 10.140510559082031 (6.693142890930176) | > loss_mel: 21.428104400634766 (20.36994481086731) | > loss_duration: 2.150639533996582 (2.303402900695801) | > loss_1: 37.90202713012695 (34.17999219894409)  --> STEP: 9 | > loss_disc: 2.5065627098083496 (2.302320188946194) | > loss_disc_real_0: 0.14841681718826294 (0.14449047214455074) | > loss_disc_real_1: 0.18817241489887238 (0.21970841454135048) | > loss_disc_real_2: 0.2903708517551422 (0.22511278258429634) | > loss_disc_real_3: 0.2715910077095032 (0.22569197581874) | > loss_disc_real_4: 0.3085188865661621 (0.2670033507876926) | > loss_disc_real_5: 0.3406020402908325 (0.2455717788802253) | > loss_0: 2.5065627098083496 (2.302320188946194) | > loss_gen: 2.7228851318359375 (2.6685487164391413) | > loss_kl: 2.3694286346435547 (2.1759318775600858) | > loss_feat: 7.266767501831055 (6.756878958808051) | > loss_mel: 21.16805076599121 (20.45862325032552) | > loss_duration: 2.141911745071411 (2.2854594389597573) | > loss_1: 35.66904067993164 (34.34544203016493)  --> STEP: 10 | > loss_disc: 2.2647831439971924 (2.298566484451294) | > loss_disc_real_0: 0.10221169888973236 (0.14026259481906891) | > loss_disc_real_1: 0.24243740737438202 (0.22198131382465364) | > loss_disc_real_2: 0.28026020526885986 (0.23062752485275267) | > loss_disc_real_3: 0.2156464010477066 (0.22468741834163666) | > loss_disc_real_4: 0.26494356989860535 (0.2667973726987839) | > loss_disc_real_5: 0.2092953473329544 (0.2419441357254982) | > loss_0: 2.2647831439971924 (2.298566484451294) | > loss_gen: 2.6461668014526367 (2.666310524940491) | > loss_kl: 1.7859148979187012 (2.1369301795959474) | > loss_feat: 7.973196029663086 (6.878510665893555) | > loss_mel: 21.24774169921875 (20.537535095214842) | > loss_duration: 2.274704933166504 (2.284383988380432) | > loss_1: 35.9277229309082 (34.503670120239256)  --> STEP: 11 | > loss_disc: 2.166181802749634 (2.286531513387507) | > loss_disc_real_0: 0.13749760389328003 (0.14001123200763355) | > loss_disc_real_1: 0.12227383255958557 (0.21291699734601108) | > loss_disc_real_2: 0.2530283033847809 (0.23266395926475525) | > loss_disc_real_3: 0.18406681716442108 (0.22099463641643524) | > loss_disc_real_4: 0.2706681191921234 (0.26714925874363293) | > loss_disc_real_5: 0.17540772259235382 (0.23589537089521234) | > loss_0: 2.166181802749634 (2.286531513387507) | > loss_gen: 2.6202168464660645 (2.6621201905337246) | > loss_kl: 2.430795192718506 (2.163645180788907) | > loss_feat: 8.670830726623535 (7.041448853232644) | > loss_mel: 20.964797973632812 (20.576377175071023) | > loss_duration: 2.397839069366455 (2.2946980866518887) | > loss_1: 37.084476470947266 (34.73828887939453)  --> STEP: 12 | > loss_disc: 2.2302536964416504 (2.2818416953086853) | > loss_disc_real_0: 0.12784123420715332 (0.1389970655242602) | > loss_disc_real_1: 0.26187410950660706 (0.21699675669272742) | > loss_disc_real_2: 0.2522770166397095 (0.2342983807126681) | > loss_disc_real_3: 0.24361152946949005 (0.22287937750418982) | > loss_disc_real_4: 0.25394463539123535 (0.2660488734642665) | > loss_disc_real_5: 0.23868559300899506 (0.23612788940469423) | > loss_0: 2.2302536964416504 (2.2818416953086853) | > loss_gen: 2.9536776542663574 (2.6864166458447776) | > loss_kl: 1.9137160778045654 (2.142817755540212) | > loss_feat: 7.53037691116333 (7.082192858060201) | > loss_mel: 20.434162139892578 (20.564525922139484) | > loss_duration: 2.219229221343994 (2.2884090145428977) | > loss_1: 35.05116271972656 (34.7643616994222)  --> STEP: 13 | > loss_disc: 2.3776257038116455 (2.289209695962759) | > loss_disc_real_0: 0.1538536250591278 (0.1401398777961731) | > loss_disc_real_1: 0.24591073393821716 (0.2192209087885343) | > loss_disc_real_2: 0.22706963121891022 (0.23374232305930212) | > loss_disc_real_3: 0.15482287108898163 (0.21764426162609687) | > loss_disc_real_4: 0.16995719075202942 (0.25865720556332517) | > loss_disc_real_5: 0.1491853892803192 (0.2294400047797423) | > loss_0: 2.3776257038116455 (2.289209695962759) | > loss_gen: 2.194179058074951 (2.6485522160163293) | > loss_kl: 1.3711034059524536 (2.0834551132642307) | > loss_feat: 6.291356086730957 (7.021359260265644) | > loss_mel: 16.784093856811523 (20.273723455575798) | > loss_duration: 2.149059534072876 (2.277689823737511) | > loss_1: 28.789791107177734 (34.30477934617262)  --> STEP: 14 | > loss_disc: 2.5768582820892334 (2.3097560235432217) | > loss_disc_real_0: 0.27222591638565063 (0.14957459483827865) | > loss_disc_real_1: 0.21912233531475067 (0.2192138678261212) | > loss_disc_real_2: 0.2801920771598816 (0.23706016263791493) | > loss_disc_real_3: 0.3027212917804718 (0.22372119235140936) | > loss_disc_real_4: 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2.7981996536254883 (2.673421049118042) | > loss_kl: 2.4307761192321777 (2.1270222425460816) | > loss_feat: 6.6752424240112305 (6.9781767209370935) | > loss_mel: 18.108488082885742 (20.09255231221517) | > loss_duration: 2.3135275840759277 (2.2852087179819742) | > loss_1: 32.32623291015625 (34.15638046264648)  --> STEP: 16 | > loss_disc: 2.3034348487854004 (2.3188606053590775) | > loss_disc_real_0: 0.16770315170288086 (0.15365932323038578) | > loss_disc_real_1: 0.16231080889701843 (0.21691817324608564) | > loss_disc_real_2: 0.24544842541217804 (0.24225616455078125) | > loss_disc_real_3: 0.15691374242305756 (0.22226867079734802) | > loss_disc_real_4: 0.1981852650642395 (0.25684946216642857) | > loss_disc_real_5: 0.14337465167045593 (0.2311320649459958) | > loss_0: 2.3034348487854004 (2.3188606053590775) | > loss_gen: 2.2204999923706055 (2.645113483071327) | > loss_kl: 2.0700411796569824 (2.123460926115513) | > loss_feat: 7.911596775054932 (7.036515474319458) | > loss_mel: 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(0.2546765096485615) | > loss_disc_real_5: 0.20903441309928894 (0.22824200242757797) | > loss_0: 2.3785552978515625 (2.3378857254981993) | > loss_gen: 2.7016141414642334 (2.624916207790375) | > loss_kl: 1.9408594369888306 (2.1082744538784026) | > loss_feat: 6.753827095031738 (7.038391852378846) | > loss_mel: 17.367849349975586 (19.95327157974243) | > loss_duration: 2.3449950218200684 (2.299974524974823) | > loss_1: 31.109146118164062 (34.02482843399048)  --> STEP: 21 | > loss_disc: 2.324847459793091 (2.3372648557027182) | > loss_disc_real_0: 0.23008869588375092 (0.1586412297827857) | > loss_disc_real_1: 0.2428428679704666 (0.2162372689871561) | > loss_disc_real_2: 0.18975307047367096 (0.24593171548275722) | > loss_disc_real_3: 0.19757498800754547 (0.21590219863823482) | > loss_disc_real_4: 0.22615686058998108 (0.2533184311219624) | > loss_disc_real_5: 0.1886342465877533 (0.22635591881615774) | > loss_0: 2.324847459793091 (2.3372648557027182) | > loss_gen: 2.6615843772888184 (2.6266623110998246) | > loss_kl: 2.3349084854125977 (2.1190665506181263) | > loss_feat: 5.581425666809082 (6.969012510208857) | > loss_mel: 17.383878707885742 (19.830919538225448) | > loss_duration: 2.1750621795654297 (2.294026318050566) | > loss_1: 30.136859893798828 (33.839687074933735)  --> STEP: 22 | > loss_disc: 2.3244283199310303 (2.336681376804005) | > loss_disc_real_0: 0.12691402435302734 (0.15719908408143304) | > loss_disc_real_1: 0.2123749703168869 (0.2160617099566893) | > loss_disc_real_2: 0.21347664296627045 (0.244456484913826) | > loss_disc_real_3: 0.1945585459470749 (0.21493203260681845) | > loss_disc_real_4: 0.29012009501457214 (0.25499123402617196) | > loss_disc_real_5: 0.2601792812347412 (0.22789334438063882) | > loss_0: 2.3244283199310303 (2.336681376804005) | > loss_gen: 2.830158233642578 (2.635912125760859) | > loss_kl: 1.867544174194336 (2.107633715326136) | > loss_feat: 5.874675750732422 (6.919269930232655) | > loss_mel: 17.48113250732422 (19.724111036820847) | > loss_duration: 2.1687066555023193 (2.2883299697529185) | > loss_1: 30.222217559814453 (33.67525664242831)  --> STEP: 23 | > loss_disc: 2.682394027709961 (2.351712361626003) | > loss_disc_real_0: 0.19120259582996368 (0.15867749763571698) | > loss_disc_real_1: 0.2773914933204651 (0.21872822227685348) | > loss_disc_real_2: 0.24496646225452423 (0.24447865784168243) | > loss_disc_real_3: 0.2862563729286194 (0.21803309088167938) | > loss_disc_real_4: 0.2883076071739197 (0.2564397719891175) | > loss_disc_real_5: 0.24006272852420807 (0.22842244803905487) | > loss_0: 2.682394027709961 (2.351712361626003) | > loss_gen: 2.1931049823760986 (2.616659641265869) | > loss_kl: 2.241010904312134 (2.1134327235429184) | > loss_feat: 4.487668037414551 (6.813548108805781) | > loss_mel: 17.839500427246094 (19.642171445100207) | > loss_duration: 2.2587618827819824 (2.287044400754182) | > loss_1: 29.020048141479492 (33.47285627282184)  --> STEP: 24 | > loss_disc: 2.7231879234313965 (2.367190510034561) | > loss_disc_real_0: 0.2233535796403885 (0.16137233438591161) | > loss_disc_real_1: 0.24284155666828156 (0.21973294454316297) | > loss_disc_real_2: 0.23559319972991943 (0.24410843042035898) | > loss_disc_real_3: 0.3002699613571167 (0.22145962715148926) | > loss_disc_real_4: 0.34893327951431274 (0.26029366813600063) | > loss_disc_real_5: 0.33635246753692627 (0.23291953218479952) | > loss_0: 2.7231879234313965 (2.367190510034561) | > loss_gen: 2.4189870357513428 (2.608423282702764) | > loss_kl: 2.219632148742676 (2.1178576995929084) | > loss_feat: 5.353611946105957 (6.752717435359955) | > loss_mel: 18.75473403930664 (19.605194886525474) | > loss_duration: 2.4759950637817383 (2.294917345046997) | > loss_1: 31.22296142578125 (33.37911065419515)  --> STEP: 25 | > loss_disc: 2.463284730911255 (2.371034278869629) | > loss_disc_real_0: 0.0805959701538086 (0.1581412798166275) | > loss_disc_real_1: 0.2334458976984024 (0.22028146266937257) | > loss_disc_real_2: 0.29445189237594604 (0.24612216889858246) | > loss_disc_real_3: 0.2656201720237732 (0.22322604894638062) | > loss_disc_real_4: 0.22052998840808868 (0.25870312094688414) | > loss_disc_real_5: 0.2227417379617691 (0.2325124204158783) | > loss_0: 2.463284730911255 (2.371034278869629) | > loss_gen: 2.37518572807312 (2.599093780517578) | > loss_kl: 2.2741775512695312 (2.1241104936599733) | > loss_feat: 5.43864631652832 (6.700154590606689) | > loss_mel: 13.244504928588867 (19.35076728820801) | > loss_duration: 2.293527126312256 (2.2948617362976074) | > loss_1: 25.626041412353516 (33.06898788452148)  --> STEP: 26 | > loss_disc: 2.938655376434326 (2.392865859545194) | > loss_disc_real_0: 0.23810400068759918 (0.16121676908089563) | > loss_disc_real_1: 0.25449490547180176 (0.22159736431561983) | > loss_disc_real_2: 0.27665188908576965 (0.24729638890578196) | > loss_disc_real_3: 0.2935532331466675 (0.22593094064639166) | > loss_disc_real_4: 0.3453880548477173 (0.2620371568661469) | > loss_disc_real_5: 0.37329646944999695 (0.23792719153257516) | > loss_0: 2.938655376434326 (2.392865859545194) | > loss_gen: 2.1654629707336426 (2.582415672448965) | > loss_kl: 2.0558159351348877 (2.121483779870547) | > loss_feat: 4.493349075317383 (6.6152774554032545) | > loss_mel: 9.752737045288086 (18.981612278864937) | > loss_duration: 2.2780776023864746 (2.294216192685641) | > loss_1: 20.74544334411621 (32.595005402198204) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024204345849844124 (-9.137850541334836e-05) | > avg_loss_disc: 2.392865859545194 (+0.0718576357914853) | > avg_loss_disc_real_0: 0.16121676908089563 (+0.06911441440192552) | > avg_loss_disc_real_1: 0.22159736431561983 (+0.006626745829215408) | > avg_loss_disc_real_2: 0.24729638890578196 (+0.055809455995376206) | > avg_loss_disc_real_3: 0.22593094064639166 (-0.010278782019248367) | > avg_loss_disc_real_4: 0.2620371568661469 (+0.06167740288835302) | > avg_loss_disc_real_5: 0.23792719153257516 (+0.01855083612295297) | > avg_loss_0: 2.392865859545194 (+0.0718576357914853) | > avg_loss_gen: 2.582415672448965 (+0.23334593039292573) | > avg_loss_kl: 2.121483779870547 (-0.017720323342543143) | > avg_loss_feat: 6.6152774554032545 (-0.7489029627579908) | > avg_loss_mel: 18.981612278864937 (-0.5044340353745653) | > avg_loss_duration: 2.294216192685641 (+0.014401426682105978) | > avg_loss_1: 32.595005402198204 (-1.02330978100116)  > EPOCH: 145/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:17:49)   --> TIME: 2024-06-10 21:17:59 -- STEP: 24/330 -- GLOBAL_STEP: 135875 | > loss_disc: 2.3543193340301514 (2.285391559203466) | > loss_disc_real_0: 0.09696198999881744 (0.11271122315277655) | > loss_disc_real_1: 0.21079155802726746 (0.19981947789589563) | > loss_disc_real_2: 0.24960219860076904 (0.2188359828044971) | > loss_disc_real_3: 0.24494558572769165 (0.22742255590856075) | > loss_disc_real_4: 0.2282552570104599 (0.22237440881629786) | > loss_disc_real_5: 0.21364426612854004 (0.2177170335004727) | > loss_0: 2.3543193340301514 (2.285391559203466) | > grad_norm_0: tensor(14.0949, device='cuda:0') (tensor(13.8333, device='cuda:0')) | > loss_gen: 2.481567621231079 (2.5670027931531267) | > loss_kl: 1.6539822816848755 (1.6289923638105392) | > loss_feat: 6.978374481201172 (7.102635979652405) | > loss_mel: 19.31217384338379 (19.67123468716939) | > loss_duration: 2.049224376678467 (2.1631189982096353) | > loss_1: 32.47532272338867 (33.132984956105545) | > grad_norm_1: tensor(155.5563, device='cuda:0') (tensor(143.1616, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3515 (0.34480862816174823) | > loader_time: 0.0034 (0.003180911143620809)  --> TIME: 2024-06-10 21:18:08 -- STEP: 49/330 -- GLOBAL_STEP: 135900 | > loss_disc: 2.170048713684082 (2.2656562960877715) | > loss_disc_real_0: 0.07659624516963959 (0.11034510543151778) | > loss_disc_real_1: 0.18665215373039246 (0.19827002560605808) | > loss_disc_real_2: 0.19759982824325562 (0.2115563561721724) | > loss_disc_real_3: 0.1755044162273407 (0.22328472563198634) | > loss_disc_real_4: 0.15671639144420624 (0.21999365881997712) | > loss_disc_real_5: 0.15651750564575195 (0.2128905340725062) | > loss_0: 2.170048713684082 (2.2656562960877715) | > grad_norm_0: tensor(16.1238, device='cuda:0') (tensor(12.6792, device='cuda:0')) | > loss_gen: 2.7252914905548096 (2.5622155860978717) | > loss_kl: 1.3500113487243652 (1.65204199722835) | > loss_feat: 8.067678451538086 (7.14817442212786) | > loss_mel: 20.4365234375 (19.703300008968437) | > loss_duration: 2.0160365104675293 (2.111222997003673) | > loss_1: 34.595542907714844 (33.176954970067854) | > grad_norm_1: tensor(127.6312, device='cuda:0') (tensor(143.8190, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3645 (0.349073838214485) | > loader_time: 0.0033 (0.003320844805970484)  --> TIME: 2024-06-10 21:18:17 -- STEP: 74/330 -- GLOBAL_STEP: 135925 | > loss_disc: 2.277404546737671 (2.272376595316707) | > loss_disc_real_0: 0.08761812001466751 (0.10854048926282574) | > loss_disc_real_1: 0.23291535675525665 (0.19978583886011228) | > loss_disc_real_2: 0.2352917343378067 (0.21406225477521484) | > loss_disc_real_3: 0.2160152941942215 (0.22451134388511246) | > loss_disc_real_4: 0.21596120297908783 (0.2181660724250046) | > loss_disc_real_5: 0.22647805511951447 (0.2133134671965161) | > loss_0: 2.277404546737671 (2.272376595316707) | > grad_norm_0: tensor(19.9796, device='cuda:0') (tensor(13.7983, device='cuda:0')) | > loss_gen: 2.6661367416381836 (2.57626648851343) | > loss_kl: 1.5521928071975708 (1.6597530277999673) | > loss_feat: 7.485161781311035 (7.2536336860141235) | > loss_mel: 20.30874252319336 (19.744975811726345) | > loss_duration: 1.9843132495880127 (2.089596432608528) | > loss_1: 33.99654769897461 (33.32422552882013) | > grad_norm_1: tensor(350.7389, device='cuda:0') (tensor(179.7153, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3592 (0.34963653216490875) | > loader_time: 0.0034 (0.0034026551891017604)  --> TIME: 2024-06-10 21:18:26 -- STEP: 99/330 -- GLOBAL_STEP: 135950 | > loss_disc: 2.2495267391204834 (2.272135467240305) | > loss_disc_real_0: 0.09623304009437561 (0.10917798888803733) | > loss_disc_real_1: 0.1975487470626831 (0.20114945341842344) | > loss_disc_real_2: 0.22836211323738098 (0.21411322493745824) | > loss_disc_real_3: 0.20283734798431396 (0.22294399909900897) | > loss_disc_real_4: 0.20235000550746918 (0.21705661217371622) | > loss_disc_real_5: 0.18822158873081207 (0.2123800612459279) | > loss_0: 2.2495267391204834 (2.272135467240305) | > grad_norm_0: tensor(20.3380, device='cuda:0') (tensor(16.8933, device='cuda:0')) | > loss_gen: 2.569960117340088 (2.5856449435455624) | > loss_kl: 1.6255766153335571 (1.6621953333267059) | > loss_feat: 7.325623512268066 (7.294458967266661) | > loss_mel: 20.087038040161133 (19.753982910002115) | > loss_duration: 2.08536434173584 (2.0833707746833263) | > loss_1: 33.69356155395508 (33.37965287102595) | > grad_norm_1: tensor(70.4997, device='cuda:0') (tensor(207.7947, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3552 (0.35237573373197306) | > loader_time: 0.0037 (0.0035167727807555536)  --> TIME: 2024-06-10 21:18:35 -- STEP: 124/330 -- GLOBAL_STEP: 135975 | > loss_disc: 2.3305041790008545 (2.2760276313750976) | > loss_disc_real_0: 0.1671861708164215 (0.11033581720004158) | > loss_disc_real_1: 0.22192387282848358 (0.20090597603590257) | > loss_disc_real_2: 0.223108172416687 (0.21505791621823464) | > loss_disc_real_3: 0.23176559805870056 (0.22319507334501512) | > loss_disc_real_4: 0.2171141505241394 (0.21721846958802593) | > loss_disc_real_5: 0.21098704636096954 (0.2125804407461997) | > loss_0: 2.3305041790008545 (2.2760276313750976) | > grad_norm_0: tensor(13.1385, device='cuda:0') (tensor(17.1639, device='cuda:0')) | > loss_gen: 2.5762877464294434 (2.583126519956896) | > loss_kl: 1.662636399269104 (1.6573632763278099) | > loss_feat: 7.547364234924316 (7.2857538346321356) | > loss_mel: 19.253360748291016 (19.703864835923714) | > loss_duration: 2.0638859272003174 (2.082656366209831) | > loss_1: 33.10353469848633 (33.31276479844126) | > grad_norm_1: tensor(219.5632, device='cuda:0') (tensor(217.2320, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3633 (0.3571194679506363) | > loader_time: 0.0036 (0.0035940543297798403)  --> TIME: 2024-06-10 21:18:45 -- STEP: 149/330 -- GLOBAL_STEP: 136000 | > loss_disc: 2.216970920562744 (2.2714887049374157) | > loss_disc_real_0: 0.10158498585224152 (0.11077101293626247) | > loss_disc_real_1: 0.2224453240633011 (0.20015692970896723) | > loss_disc_real_2: 0.2226589471101761 (0.21499467076071158) | > loss_disc_real_3: 0.19322994351387024 (0.22253979652519995) | > loss_disc_real_4: 0.23320934176445007 (0.21669320402129386) | > loss_disc_real_5: 0.19541850686073303 (0.21150677906186788) | > loss_0: 2.216970920562744 (2.2714887049374157) | > grad_norm_0: tensor(11.2080, device='cuda:0') (tensor(17.0634, device='cuda:0')) | > loss_gen: 2.531003475189209 (2.588359879167287) | > loss_kl: 1.5722495317459106 (1.6567012415636306) | > loss_feat: 7.307137489318848 (7.34613052790597) | > loss_mel: 20.248538970947266 (19.701456863608136) | > loss_duration: 2.096791982650757 (2.0833501159744787) | > loss_1: 33.75572204589844 (33.37599861861877) | > grad_norm_1: tensor(121.1299, device='cuda:0') (tensor(218.4757, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3854 (0.35964995262606836) | > loader_time: 0.0041 (0.0037009476015231755) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_136000.pth  --> TIME: 2024-06-10 21:18:59 -- STEP: 174/330 -- GLOBAL_STEP: 136025 | > loss_disc: 2.211653709411621 (2.2705624980488044) | > loss_disc_real_0: 0.09486085176467896 (0.11074576389858093) | > loss_disc_real_1: 0.22514589130878448 (0.19954368857474164) | > loss_disc_real_2: 0.2038213461637497 (0.21482997764458603) | > loss_disc_real_3: 0.18967202305793762 (0.22215587226138717) | > loss_disc_real_4: 0.21209192276000977 (0.21735722597303062) | > loss_disc_real_5: 0.18153667449951172 (0.21142564311452294) | > loss_0: 2.211653709411621 (2.2705624980488044) | > grad_norm_0: tensor(25.2080, device='cuda:0') (tensor(17.6320, device='cuda:0')) | > loss_gen: 2.634206771850586 (2.5888628343055986) | > loss_kl: 1.6881113052368164 (1.6631465150021958) | > loss_feat: 7.8699259757995605 (7.358925564535733) | > loss_mel: 20.3636531829834 (19.68482242233452) | > loss_duration: 2.174910545349121 (2.085770050684611) | > loss_1: 34.73080825805664 (33.38152741837776) | > grad_norm_1: tensor(296.4196, device='cuda:0') (tensor(223.8345, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.3955 (0.3635181353009982) | > loader_time: 0.0049 (0.00382029599156873)  --> TIME: 2024-06-10 21:19:09 -- STEP: 199/330 -- GLOBAL_STEP: 136050 | > loss_disc: 2.333207607269287 (2.27328593048019) | > loss_disc_real_0: 0.08988936245441437 (0.11181041847296695) | > loss_disc_real_1: 0.18509605526924133 (0.20072678502780109) | > loss_disc_real_2: 0.21691854298114777 (0.21492090716433884) | > loss_disc_real_3: 0.22030219435691833 (0.2222882784041927) | > loss_disc_real_4: 0.22703994810581207 (0.21697067023821212) | > loss_disc_real_5: 0.21150167286396027 (0.21125566038354557) | > loss_0: 2.333207607269287 (2.27328593048019) | > grad_norm_0: tensor(33.6502, device='cuda:0') (tensor(18.8328, device='cuda:0')) | > loss_gen: 2.473534107208252 (2.5919693930065213) | > loss_kl: 1.697330355644226 (1.6643811901610102) | > loss_feat: 6.881438255310059 (7.377971694697088) | > loss_mel: 18.89112663269043 (19.65410231585478) | > loss_duration: 2.1915955543518066 (2.0922220579942867) | > loss_1: 32.13502502441406 (33.38064665291179) | > grad_norm_1: tensor(325.7349, device='cuda:0') (tensor(234.8160, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.384 (0.36655644076553434) | > loader_time: 0.0046 (0.003927795132200921)  --> TIME: 2024-06-10 21:19:19 -- STEP: 224/330 -- GLOBAL_STEP: 136075 | > loss_disc: 2.263108730316162 (2.2713271539126114) | > loss_disc_real_0: 0.0941251665353775 (0.11244536931293883) | > loss_disc_real_1: 0.19866539537906647 (0.20057915889524988) | > loss_disc_real_2: 0.23134228587150574 (0.2149858242566032) | > loss_disc_real_3: 0.2008155882358551 (0.22134885132046683) | > loss_disc_real_4: 0.1962490677833557 (0.21583271651927913) | > loss_disc_real_5: 0.225389763712883 (0.21075441861259087) | > loss_0: 2.263108730316162 (2.2713271539126114) | > grad_norm_0: tensor(28.6553, device='cuda:0') (tensor(20.5847, device='cuda:0')) | > loss_gen: 2.643079996109009 (2.597352696316583) | > loss_kl: 1.5460433959960938 (1.668939137565238) | > loss_feat: 7.882863521575928 (7.393027184265001) | > loss_mel: 20.539079666137695 (19.623775150094705) | > loss_duration: 2.1958556175231934 (2.0980061750326837) | > loss_1: 34.806922912597656 (33.3811003480639) | > grad_norm_1: tensor(403.2054, device='cuda:0') (tensor(243.5601, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.4128 (0.3701867759227754) | > loader_time: 0.005 (0.004045031964778902)  --> TIME: 2024-06-10 21:19:30 -- STEP: 249/330 -- GLOBAL_STEP: 136100 | > loss_disc: 2.301657199859619 (2.2754857195429046) | > loss_disc_real_0: 0.09342208504676819 (0.11274853643463797) | > loss_disc_real_1: 0.20223306119441986 (0.20147356684188766) | > loss_disc_real_2: 0.2412525862455368 (0.21603253268333802) | > loss_disc_real_3: 0.22355736792087555 (0.22170740180465592) | > loss_disc_real_4: 0.24604575335979462 (0.21637960179263807) | > loss_disc_real_5: 0.20987942814826965 (0.21088707076019073) | > loss_0: 2.301657199859619 (2.2754857195429046) | > grad_norm_0: tensor(32.0758, device='cuda:0') (tensor(21.6490, device='cuda:0')) | > loss_gen: 2.726870536804199 (2.5989846599149895) | > loss_kl: 1.6677378416061401 (1.6686163858237515) | > loss_feat: 8.019369125366211 (7.395761807759603) | > loss_mel: 20.049978256225586 (19.61983815541707) | > loss_duration: 2.153871536254883 (2.1045461917019272) | > loss_1: 34.617828369140625 (33.38774721689494) | > grad_norm_1: tensor(402.0065, device='cuda:0') (tensor(256.2024, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.4122 (0.3749376750854126) | > loader_time: 0.0057 (0.004187248796823034)  --> TIME: 2024-06-10 21:19:41 -- STEP: 274/330 -- GLOBAL_STEP: 136125 | > loss_disc: 2.2206292152404785 (2.275542747365296) | > loss_disc_real_0: 0.1326761543750763 (0.11286172828208792) | > loss_disc_real_1: 0.17945685982704163 (0.20164820192939173) | > loss_disc_real_2: 0.1894158124923706 (0.2161189796280687) | > loss_disc_real_3: 0.21485267579555511 (0.22141483105229634) | > loss_disc_real_4: 0.24127577245235443 (0.21608275735247745) | > loss_disc_real_5: 0.20754487812519073 (0.21061969390750807) | > loss_0: 2.2206292152404785 (2.275542747365296) | > grad_norm_0: tensor(11.8361, device='cuda:0') (tensor(22.2087, device='cuda:0')) | > loss_gen: 2.730358839035034 (2.6026456634493638) | > loss_kl: 1.6578104496002197 (1.6670893317591535) | > loss_feat: 8.102313041687012 (7.426356533147993) | > loss_mel: 18.66938018798828 (19.59957282212528) | > loss_duration: 2.176358699798584 (2.11114818684376) | > loss_1: 33.336219787597656 (33.406812577352056) | > grad_norm_1: tensor(217.2951, device='cuda:0') (tensor(262.1426, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.4579 (0.3804213913687825) | > loader_time: 0.0057 (0.004348526905922994)  --> TIME: 2024-06-10 21:19:53 -- STEP: 299/330 -- GLOBAL_STEP: 136150 | > loss_disc: 2.2453348636627197 (2.2759273610386157) | > loss_disc_real_0: 0.1377917230129242 (0.11383054963621407) | > loss_disc_real_1: 0.20648598670959473 (0.20204578160641581) | > loss_disc_real_2: 0.23246631026268005 (0.21576095982937515) | > loss_disc_real_3: 0.20755895972251892 (0.2214817679347003) | > loss_disc_real_4: 0.20096203684806824 (0.21556877043334935) | > loss_disc_real_5: 0.22081632912158966 (0.2103240019501652) | > loss_0: 2.2453348636627197 (2.2759273610386157) | > grad_norm_0: tensor(14.3360, device='cuda:0') (tensor(22.1466, device='cuda:0')) | > loss_gen: 2.510314464569092 (2.6014219566332453) | > loss_kl: 1.6301053762435913 (1.6664274428600452) | > loss_feat: 7.214543342590332 (7.4593081968683865) | > loss_mel: 19.884002685546875 (19.57236676551027) | > loss_duration: 2.2614896297454834 (2.1201189664693976) | > loss_1: 33.50045394897461 (33.41964337658325) | > grad_norm_1: tensor(316.6044, device='cuda:0') (tensor(262.6520, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.4782 (0.3871644364551558) | > loader_time: 0.0067 (0.0045168351967597884)  --> TIME: 2024-06-10 21:20:07 -- STEP: 324/330 -- GLOBAL_STEP: 136175 | > loss_disc: 2.490450143814087 (2.2780241627752043) | > loss_disc_real_0: 0.18005800247192383 (0.11478462495645624) | > loss_disc_real_1: 0.17687170207500458 (0.20230978805525804) | > loss_disc_real_2: 0.23284433782100677 (0.21568140493314947) | > loss_disc_real_3: 0.27374833822250366 (0.22186622221344782) | > loss_disc_real_4: 0.36107534170150757 (0.21627227791849477) | > loss_disc_real_5: 0.23513163626194 (0.21014514818419652) | > loss_0: 2.490450143814087 (2.2780241627752043) | > grad_norm_0: tensor(17.2268, device='cuda:0') (tensor(23.2941, device='cuda:0')) | > loss_gen: 2.3839056491851807 (2.6062915766680677) | > loss_kl: 1.9105371236801147 (1.6700846758889567) | > loss_feat: 9.496759414672852 (7.549756204640424) | > loss_mel: 19.17860221862793 (19.5533323229095) | > loss_duration: 2.299952507019043 (2.133121143888543) | > loss_1: 35.26976013183594 (33.512585981392576) | > grad_norm_1: tensor(131.1499, device='cuda:0') (tensor(272.6177, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.6061 (0.3996118491078601) | > loader_time: 0.0093 (0.004763539926505382)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.442270040512085 (2.442270040512085) | > loss_disc_real_0: 0.2096770703792572 (0.2096770703792572) | > loss_disc_real_1: 0.1585826873779297 (0.1585826873779297) | > loss_disc_real_2: 0.18337108194828033 (0.18337108194828033) | > loss_disc_real_3: 0.1970035433769226 (0.1970035433769226) | > loss_disc_real_4: 0.2733898460865021 (0.2733898460865021) | > loss_disc_real_5: 0.2635616958141327 (0.2635616958141327) | > loss_0: 2.442270040512085 (2.442270040512085) | > loss_gen: 2.315966844558716 (2.315966844558716) | > loss_kl: 1.5250667333602905 (1.5250667333602905) | > loss_feat: 6.529197692871094 (6.529197692871094) | > loss_mel: 18.634475708007812 (18.634475708007812) | > loss_duration: 2.9306135177612305 (2.9306135177612305) | > loss_1: 31.935321807861328 (31.935321807861328)  --> STEP: 1 | > loss_disc: 2.204188108444214 (2.204188108444214) | > loss_disc_real_0: 0.07206323742866516 (0.07206323742866516) | > loss_disc_real_1: 0.14399756491184235 (0.14399756491184235) | > loss_disc_real_2: 0.2243499457836151 (0.2243499457836151) | > loss_disc_real_3: 0.20976421236991882 (0.20976421236991882) | > loss_disc_real_4: 0.21904940903186798 (0.21904940903186798) | > loss_disc_real_5: 0.2142544388771057 (0.2142544388771057) | > loss_0: 2.204188108444214 (2.204188108444214) | > loss_gen: 2.213380813598633 (2.213380813598633) | > loss_kl: 1.7952709197998047 (1.7952709197998047) | > loss_feat: 6.71942138671875 (6.71942138671875) | > loss_mel: 20.181285858154297 (20.181285858154297) | > loss_duration: 2.3366341590881348 (2.3366341590881348) | > loss_1: 33.245994567871094 (33.245994567871094)  --> STEP: 2 | > loss_disc: 2.193434000015259 (2.1988110542297363) | > loss_disc_real_0: 0.13875122368335724 (0.1054072305560112) | > loss_disc_real_1: 0.17638249695301056 (0.16019003093242645) | > loss_disc_real_2: 0.21536888182163239 (0.21985941380262375) | > loss_disc_real_3: 0.23257394134998322 (0.22116907685995102) | > loss_disc_real_4: 0.20815682411193848 (0.21360311657190323) | > loss_disc_real_5: 0.2181812971830368 (0.21621786803007126) | > loss_0: 2.193434000015259 (2.1988110542297363) | > loss_gen: 2.786923408508301 (2.500152111053467) | > loss_kl: 2.6291379928588867 (2.2122044563293457) | > loss_feat: 6.596266746520996 (6.657844066619873) | > loss_mel: 20.76778221130371 (20.474534034729004) | > loss_duration: 2.3250508308410645 (2.3308424949645996) | > loss_1: 35.105159759521484 (34.17557716369629)  --> STEP: 3 | > loss_disc: 2.4182581901550293 (2.2719600995381675) | > loss_disc_real_0: 0.07688529789447784 (0.09589991966883342) | > loss_disc_real_1: 0.13337910175323486 (0.15125305453936258) | > loss_disc_real_2: 0.24071945250034332 (0.22681276003519693) | > loss_disc_real_3: 0.17041169106960297 (0.20424994826316833) | > loss_disc_real_4: 0.22457021474838257 (0.21725881596406302) | > loss_disc_real_5: 0.18633784353733063 (0.20625785986582437) | > loss_0: 2.4182581901550293 (2.2719600995381675) | > loss_gen: 1.930591344833374 (2.310298522313436) | > loss_kl: 2.378310441970825 (2.267573118209839) | > loss_feat: 6.287708282470703 (6.534465471903483) | > loss_mel: 19.432403564453125 (20.12715721130371) | > loss_duration: 2.1662492752075195 (2.2759780883789062) | > loss_1: 32.19526290893555 (33.515472412109375)  --> STEP: 4 | > loss_disc: 2.13234806060791 (2.237057089805603) | > loss_disc_real_0: 0.09002912044525146 (0.09443221986293793) | > loss_disc_real_1: 0.1048753559589386 (0.1396586298942566) | > loss_disc_real_2: 0.25840476155281067 (0.23471076041460037) | > loss_disc_real_3: 0.16529090702533722 (0.19451018795371056) | > loss_disc_real_4: 0.12771274149417877 (0.19487229734659195) | > loss_disc_real_5: 0.13596253097057343 (0.18868402764201164) | > loss_0: 2.13234806060791 (2.237057089805603) | > loss_gen: 2.27370285987854 (2.301149606704712) | > loss_kl: 2.5899643898010254 (2.3481709361076355) | > loss_feat: 7.854564189910889 (6.8644901514053345) | > loss_mel: 20.4881591796875 (20.217407703399658) | > loss_duration: 2.301114082336426 (2.282262086868286) | > loss_1: 35.507503509521484 (34.0134801864624)  --> STEP: 5 | > loss_disc: 2.674968957901001 (2.3246394634246825) | > loss_disc_real_0: 0.19843493402004242 (0.11523276269435882) | > loss_disc_real_1: 0.1944265216588974 (0.15061220824718474) | > loss_disc_real_2: 0.2653142511844635 (0.240831458568573) | > loss_disc_real_3: 0.24329371750354767 (0.20426689386367797) | > loss_disc_real_4: 0.27016785740852356 (0.20993140935897828) | > loss_disc_real_5: 0.2067151814699173 (0.19229025840759278) | > loss_0: 2.674968957901001 (2.3246394634246825) | > loss_gen: 2.0636301040649414 (2.2536457061767576) | > loss_kl: 2.2248759269714355 (2.3235119342803956) | > loss_feat: 4.5065813064575195 (6.392908382415771) | > loss_mel: 17.804481506347656 (19.734822463989257) | > loss_duration: 2.4695730209350586 (2.319724273681641) | > loss_1: 29.069141387939453 (33.02461242675781)  --> STEP: 6 | > loss_disc: 2.2762482166290283 (2.3165742556254068) | > loss_disc_real_0: 0.12412115931510925 (0.11671416213115056) | > loss_disc_real_1: 0.20125135779380798 (0.1590520665049553) | > loss_disc_real_2: 0.23114453256130219 (0.23921697090069452) | > loss_disc_real_3: 0.2521666884422302 (0.21225019296010336) | > loss_disc_real_4: 0.24222339689731598 (0.21531340728203455) | > loss_disc_real_5: 0.20018768310546875 (0.19360649585723877) | > loss_0: 2.2762482166290283 (2.3165742556254068) | > loss_gen: 2.5510518550872803 (2.3032133976618447) | > loss_kl: 2.417797088623047 (2.3392261266708374) | > loss_feat: 6.030026912689209 (6.332428137461345) | > loss_mel: 19.825868606567383 (19.749996821085613) | > loss_duration: 2.077899694442749 (2.279420177141825) | > loss_1: 32.902645111083984 (33.00428454081217)  --> STEP: 7 | > loss_disc: 2.450803756713867 (2.3357498986380443) | > loss_disc_real_0: 0.1326873004436493 (0.1189960390329361) | > loss_disc_real_1: 0.2297951579093933 (0.16915822241987502) | > loss_disc_real_2: 0.2718222141265869 (0.24387486279010773) | > loss_disc_real_3: 0.25388187170028687 (0.21819757563727243) | > loss_disc_real_4: 0.2660817801952362 (0.2225660319839205) | > loss_disc_real_5: 0.1760224550962448 (0.19109449003423964) | > loss_0: 2.450803756713867 (2.3357498986380443) | > loss_gen: 2.3625872135162354 (2.3116953713553294) | > loss_kl: 2.9456465244293213 (2.4258576120649065) | > loss_feat: 6.68703031539917 (6.3830855914524625) | > loss_mel: 19.527082443237305 (19.718151909964426) | > loss_duration: 2.414290428161621 (2.298687355858939) | > loss_1: 33.93663787841797 (33.13747787475586)  --> STEP: 8 | > loss_disc: 2.5359246730804443 (2.360771745443344) | > loss_disc_real_0: 0.09554968774318695 (0.11606524512171745) | > loss_disc_real_1: 0.1409911960363388 (0.16563734412193298) | > loss_disc_real_2: 0.1750250905752182 (0.23526864126324654) | > loss_disc_real_3: 0.21161329746246338 (0.2173745408654213) | > loss_disc_real_4: 0.18661688268184662 (0.21807238832116127) | > loss_disc_real_5: 0.14406050741672516 (0.18521524220705032) | > loss_0: 2.5359246730804443 (2.360771745443344) | > loss_gen: 1.892237663269043 (2.2592631578445435) | > loss_kl: 2.3242392539978027 (2.4131553173065186) | > loss_feat: 7.455132484436035 (6.517091453075409) | > loss_mel: 19.460693359375 (19.685969591140747) | > loss_duration: 2.14393949508667 (2.2793438732624054) | > loss_1: 33.276241302490234 (33.154823303222656)  --> STEP: 9 | > loss_disc: 2.3804659843444824 (2.3629599942101374) | > loss_disc_real_0: 0.15473461151123047 (0.12036184138721889) | > loss_disc_real_1: 0.1407187432050705 (0.16286861068672603) | > loss_disc_real_2: 0.22418713569641113 (0.2340373628669315) | > loss_disc_real_3: 0.23122668266296387 (0.21891366773181492) | > loss_disc_real_4: 0.2507590055465698 (0.22170423467954) | > loss_disc_real_5: 0.24798814952373505 (0.19219000968668196) | > loss_0: 2.3804659843444824 (2.3629599942101374) | > loss_gen: 2.363852024078369 (2.270884142981635) | > loss_kl: 2.5067968368530273 (2.423559930589464) | > loss_feat: 6.786933422088623 (6.547073894076878) | > loss_mel: 20.802873611450195 (19.810070037841797) | > loss_duration: 2.13136625289917 (2.262901915444268) | > loss_1: 34.59182357788086 (33.3144900004069)  --> STEP: 10 | > loss_disc: 3.0253279209136963 (2.4291967868804933) | > loss_disc_real_0: 0.17011907696723938 (0.12533756494522094) | > loss_disc_real_1: 0.20447982847690582 (0.167029732465744) | > loss_disc_real_2: 0.34309515357017517 (0.24494314193725586) | > loss_disc_real_3: 0.27083587646484375 (0.2241058886051178) | > loss_disc_real_4: 0.24987368285655975 (0.22452117949724198) | > loss_disc_real_5: 0.2443476915359497 (0.19740577787160873) | > loss_0: 3.0253279209136963 (2.4291967868804933) | > loss_gen: 1.8452342748641968 (2.228319156169891) | > loss_kl: 1.3801438808441162 (2.319218325614929) | > loss_feat: 5.692241191864014 (6.4615906238555905) | > loss_mel: 18.602264404296875 (19.689289474487303) | > loss_duration: 2.2888617515563965 (2.265497899055481) | > loss_1: 29.808744430541992 (32.96391544342041)  --> STEP: 11 | > loss_disc: 2.4230127334594727 (2.428634600205855) | > loss_disc_real_0: 0.061780981719493866 (0.11955969374288213) | > loss_disc_real_1: 0.12637434899806976 (0.16333378851413727) | > loss_disc_real_2: 0.165662944316864 (0.23773585124449295) | > loss_disc_real_3: 0.21283529698848724 (0.22308128936724228) | > loss_disc_real_4: 0.18355582654476166 (0.22079705650156195) | > loss_disc_real_5: 0.19250153005123138 (0.19695993716066534) | > loss_0: 2.4230127334594727 (2.428634600205855) | > loss_gen: 1.865912914276123 (2.195373134179549) | > loss_kl: 2.694495677947998 (2.3533344485542993) | > loss_feat: 6.176830768585205 (6.435703364285556) | > loss_mel: 19.03714370727539 (19.63000349564986) | > loss_duration: 2.4300007820129395 (2.280452706597068) | > loss_1: 32.204383850097656 (32.8948671167547)  --> STEP: 12 | > loss_disc: 2.3728091716766357 (2.423982481161753) | > loss_disc_real_0: 0.05360409989953041 (0.11406339425593615) | > loss_disc_real_1: 0.15558716654777527 (0.1626882366836071) | > loss_disc_real_2: 0.24578559398651123 (0.23840666313966116) | > loss_disc_real_3: 0.15539301931858063 (0.21744060019652048) | > loss_disc_real_4: 0.15480591356754303 (0.2152977945903937) | > loss_disc_real_5: 0.17073503136634827 (0.19477452834447226) | > loss_0: 2.3728091716766357 (2.423982481161753) | > loss_gen: 1.8173091411590576 (2.163867801427841) | > loss_kl: 1.4986480474472046 (2.282110581795375) | > loss_feat: 6.003602981567383 (6.399694999059041) | > loss_mel: 19.45368003845215 (19.615309874216717) | > loss_duration: 2.2102880477905273 (2.2746056516965227) | > loss_1: 30.98352813720703 (32.73558886845907)  --> STEP: 13 | > loss_disc: 2.304380416870117 (2.414782322370089) | > loss_disc_real_0: 0.14656034111976624 (0.1165631593993077) | > loss_disc_real_1: 0.16127346456050873 (0.16257940805875337) | > loss_disc_real_2: 0.2593662440776825 (0.24001893859643203) | > loss_disc_real_3: 0.16205815970897675 (0.21318041246670943) | > loss_disc_real_4: 0.1662781983613968 (0.2115270564189324) | > loss_disc_real_5: 0.10576966404914856 (0.18792800032175505) | > loss_0: 2.304380416870117 (2.414782322370089) | > loss_gen: 2.1402359008789062 (2.162049962924077) | > loss_kl: 1.5695453882217407 (2.227297874597403) | > loss_feat: 6.939138889312744 (6.441190682924711) | > loss_mel: 16.23789405822754 (19.355508657602165) | > loss_duration: 2.133497476577759 (2.263751176687387) | > loss_1: 29.02031135559082 (32.44979829054613)  --> STEP: 14 | > loss_disc: 2.3726065158843994 (2.411769764763968) | > loss_disc_real_0: 0.09989067912101746 (0.11537226795085839) | > loss_disc_real_1: 0.12820354104042053 (0.16012398898601532) | > loss_disc_real_2: 0.2626647651195526 (0.24163649763379777) | > loss_disc_real_3: 0.27854660153388977 (0.21784942597150803) | > loss_disc_real_4: 0.282459020614624 (0.21659362529005324) | > loss_disc_real_5: 0.23521122336387634 (0.19130537339619227) | > loss_0: 2.3726065158843994 (2.411769764763968) | > loss_gen: 2.5044517517089844 (2.1865072335515703) | > loss_kl: 2.4574456214904785 (2.24373699937548) | > loss_feat: 7.2112016677856445 (6.496191467557635) | > loss_mel: 20.78870391845703 (19.457879747663224) | > loss_duration: 2.3850014209747314 (2.2724119084221974) | > loss_1: 35.346805572509766 (32.65672738211496)  --> STEP: 15 | > loss_disc: 2.4291884899139404 (2.4129310131072996) | > loss_disc_real_0: 0.10507197678089142 (0.11468558187286058) | > loss_disc_real_1: 0.14252912998199463 (0.15895099838574728) | > loss_disc_real_2: 0.258019357919693 (0.24272868831952413) | > loss_disc_real_3: 0.24831441044807434 (0.21988042493661245) | > loss_disc_real_4: 0.22824957966804504 (0.21737068891525269) | > loss_disc_real_5: 0.22972874343395233 (0.1938669313987096) | > loss_0: 2.4291884899139404 (2.4129310131072996) | > loss_gen: 2.2456440925598145 (2.1904496908187867) | > loss_kl: 1.99076509475708 (2.226872205734253) | > loss_feat: 9.611047744750977 (6.703848552703858) | > loss_mel: 19.689729690551758 (19.47333641052246) | > loss_duration: 2.3057258129119873 (2.2746328353881835) | > loss_1: 35.84291076660156 (32.8691396077474)  --> STEP: 16 | > loss_disc: 2.5390541553497314 (2.420813709497452) | > loss_disc_real_0: 0.10766197741031647 (0.11424660659395158) | > loss_disc_real_1: 0.19486577808856964 (0.16119567211717367) | > loss_disc_real_2: 0.26199376583099365 (0.24393275566399097) | > loss_disc_real_3: 0.2337765246629715 (0.2207489311695099) | > loss_disc_real_4: 0.18587526679039001 (0.21540222503244877) | > loss_disc_real_5: 0.20382727682590485 (0.19448945298790932) | > loss_0: 2.5390541553497314 (2.420813709497452) | > loss_gen: 2.172879695892334 (2.1893515661358833) | > loss_kl: 1.925048828125 (2.2080082446336746) | > loss_feat: 8.466573715209961 (6.814018875360489) | > loss_mel: 19.347232818603516 (19.465454936027527) | > loss_duration: 2.355595350265503 (2.279692992568016) | > loss_1: 34.267330169677734 (32.95652651786804)  --> STEP: 17 | > loss_disc: 2.519198417663574 (2.4266010452719295) | > loss_disc_real_0: 0.14082080125808716 (0.11580979451537132) | > loss_disc_real_1: 0.18993882834911346 (0.16288644601317012) | > loss_disc_real_2: 0.2693620026111603 (0.24542859371970682) | > loss_disc_real_3: 0.2500639259815216 (0.22247334262903998) | > loss_disc_real_4: 0.23106540739536285 (0.21632358870085547) | > loss_disc_real_5: 0.19285495579242706 (0.19439330609405742) | > loss_0: 2.519198417663574 (2.4266010452719295) | > loss_gen: 2.2881879806518555 (2.195165472872117) | > loss_kl: 1.7605308294296265 (2.181686043739319) | > loss_feat: 6.651669025421143 (6.804468884187586) | > loss_mel: 19.67496109008789 (19.477778827442844) | > loss_duration: 2.4139041900634766 (2.2875877688912785) | > loss_1: 32.78925323486328 (32.946686912985406)  --> STEP: 18 | > loss_disc: 2.3355934619903564 (2.421545068422953) | > loss_disc_real_0: 0.06586034595966339 (0.11303482515116532) | > loss_disc_real_1: 0.18829582631587982 (0.16429807825220955) | > loss_disc_real_2: 0.18380580842494965 (0.24200510564777586) | > loss_disc_real_3: 0.20792517066001892 (0.22166511085298327) | > loss_disc_real_4: 0.1472133845090866 (0.21248413291242388) | > loss_disc_real_5: 0.1152614876627922 (0.18999709395898712) | > loss_0: 2.3355934619903564 (2.421545068422953) | > loss_gen: 1.970933437347412 (2.182708137565189) | > loss_kl: 2.6727163791656494 (2.2089655068185596) | > loss_feat: 6.611963272094727 (6.793774127960205) | > loss_mel: 23.168949127197266 (19.682843844095867) | > loss_duration: 2.2229161262512207 (2.2839948998557196) | > loss_1: 36.64747619628906 (33.15228631761339)  --> STEP: 19 | > loss_disc: 2.3778440952301025 (2.419245017202277) | > loss_disc_real_0: 0.10832177102565765 (0.11278676967087545) | > loss_disc_real_1: 0.18706363439559937 (0.16549626541765114) | > loss_disc_real_2: 0.22961504757404327 (0.24135299732810572) | > loss_disc_real_3: 0.22857046127319336 (0.2220285503487838) | > loss_disc_real_4: 0.18370722234249115 (0.2109695586719011) | > loss_disc_real_5: 0.18218602240085602 (0.18958598492961182) | > loss_0: 2.3778440952301025 (2.419245017202277) | > loss_gen: 2.1408159732818604 (2.1805032868134346) | > loss_kl: 2.0035035610198975 (2.1981517201975773) | > loss_feat: 6.107658863067627 (6.757662798229017) | > loss_mel: 17.9368896484375 (19.590951518008584) | > loss_duration: 2.3246757984161377 (2.2861359997799524) | > loss_1: 30.5135440826416 (33.01340514735172)  --> STEP: 20 | > loss_disc: 2.3386070728302 (2.4152131199836733) | > loss_disc_real_0: 0.12893906235694885 (0.11359438430517912) | > loss_disc_real_1: 0.1351451724767685 (0.16397871077060702) | > loss_disc_real_2: 0.21339701116085052 (0.23995519801974297) | > loss_disc_real_3: 0.22425159811973572 (0.22213970273733138) | > loss_disc_real_4: 0.19507114589214325 (0.2101746380329132) | > loss_disc_real_5: 0.2517992854118347 (0.19269664995372296) | > loss_0: 2.3386070728302 (2.4152131199836733) | > loss_gen: 2.344943046569824 (2.1887252748012545) | > loss_kl: 2.242386817932129 (2.2003634750843046) | > loss_feat: 6.958737850189209 (6.767716550827027) | > loss_mel: 22.938100814819336 (19.758308982849123) | > loss_duration: 2.3463940620422363 (2.289148902893067) | > loss_1: 36.830562591552734 (33.204263019561765)  --> STEP: 21 | > loss_disc: 2.486121416091919 (2.418589705512637) | > loss_disc_real_0: 0.12784329056739807 (0.11427290365099907) | > loss_disc_real_1: 0.22525328397750854 (0.1668965475899833) | > loss_disc_real_2: 0.20009611546993256 (0.23805714646975198) | > loss_disc_real_3: 0.19256006181240082 (0.2207311484075728) | > loss_disc_real_4: 0.19648434221744537 (0.2095227191845576) | > loss_disc_real_5: 0.18108762800693512 (0.1921438393848283) | > loss_0: 2.486121416091919 (2.418589705512637) | > loss_gen: 1.903306484222412 (2.1751339038213096) | > loss_kl: 2.298518657684326 (2.2050375313985917) | > loss_feat: 4.563311576843262 (6.662744885399228) | > loss_mel: 16.85708236694336 (19.620155334472656) | > loss_duration: 2.1475021839141846 (2.28240382103693) | > loss_1: 27.76972198486328 (32.94547535124279)  --> STEP: 22 | > loss_disc: 2.050342082977295 (2.401851177215576) | > loss_disc_real_0: 0.06107623130083084 (0.11185487308962778) | > loss_disc_real_1: 0.12162266671657562 (0.1648386439139193) | > loss_disc_real_2: 0.1785971075296402 (0.23535441742701965) | > loss_disc_real_3: 0.13109445571899414 (0.21665675328536468) | > loss_disc_real_4: 0.14703629910945892 (0.2066824273629622) | > loss_disc_real_5: 0.12470411509275436 (0.18907839737155221) | > loss_0: 2.050342082977295 (2.401851177215576) | > loss_gen: 2.060884475708008 (2.1699407479979773) | > loss_kl: 1.8198003768920898 (2.187526751648296) | > loss_feat: 9.720853805541992 (6.801749836314809) | > loss_mel: 21.63587188720703 (19.711778814142402) | > loss_duration: 2.1412339210510254 (2.275987007401207) | > loss_1: 37.37864685058594 (33.14698314666748)  --> STEP: 23 | > loss_disc: 2.3510711193084717 (2.3996433486109194) | > loss_disc_real_0: 0.08012750744819641 (0.11047542240956555) | > loss_disc_real_1: 0.20117098093032837 (0.16641831074071972) | > loss_disc_real_2: 0.3312058746814728 (0.23952187209025674) | > loss_disc_real_3: 0.20343045890331268 (0.21608169700788415) | > loss_disc_real_4: 0.18130028247833252 (0.20557885584623917) | > loss_disc_real_5: 0.15338723361492157 (0.18752660764300305) | > loss_0: 2.3510711193084717 (2.3996433486109194) | > loss_gen: 2.4545700550079346 (2.18231593525928) | > loss_kl: 2.707228422164917 (2.2101224764533667) | > loss_feat: 6.317824840545654 (6.780709619107454) | > loss_mel: 19.84937286376953 (19.71776116412619) | > loss_duration: 2.26637601852417 (2.2755691383195966) | > loss_1: 33.59537124633789 (33.16647828143576)  --> STEP: 24 | > loss_disc: 2.3324241638183594 (2.3968425492445626) | > loss_disc_real_0: 0.06588420271873474 (0.1086174549224476) | > loss_disc_real_1: 0.15290044248104095 (0.1658550662298998) | > loss_disc_real_2: 0.2417505383491516 (0.23961473318437734) | > loss_disc_real_3: 0.169600248336792 (0.21414496997992197) | > loss_disc_real_4: 0.20856553316116333 (0.20570330073436102) | > loss_disc_real_5: 0.16901089251041412 (0.1867551195124785) | > loss_0: 2.3324241638183594 (2.3968425492445626) | > loss_gen: 2.1594138145446777 (2.1813616802295046) | > loss_kl: 2.3527488708496094 (2.2160652428865437) | > loss_feat: 7.220422744750977 (6.799030999342601) | > loss_mel: 20.154264450073242 (19.735948801040653) | > loss_duration: 2.46791672706604 (2.283583621184032) | > loss_1: 34.354766845703125 (33.2159903049469)  --> STEP: 25 | > loss_disc: 2.324579954147339 (2.393952045440674) | > loss_disc_real_0: 0.08927275240421295 (0.10784366682171821) | > loss_disc_real_1: 0.13202950358390808 (0.16450204372406013) | > loss_disc_real_2: 0.29820626974105835 (0.2419583946466446) | > loss_disc_real_3: 0.23692850768566132 (0.21505631148815155) | > loss_disc_real_4: 0.17377668619155884 (0.20442623615264893) | > loss_disc_real_5: 0.11527068167924881 (0.18389574199914932) | > loss_0: 2.324579954147339 (2.393952045440674) | > loss_gen: 2.079080104827881 (2.17727041721344) | > loss_kl: 1.9134682416915894 (2.2039613628387458) | > loss_feat: 7.221846580505371 (6.815943622589112) | > loss_mel: 16.316808700561523 (19.59918319702149) | > loss_duration: 2.369065284729004 (2.287002887725831) | > loss_1: 29.9002685546875 (33.08336143493652)  --> STEP: 26 | > loss_disc: 2.499096632003784 (2.3979960680007935) | > loss_disc_real_0: 0.07064798474311829 (0.10641306366484898) | > loss_disc_real_1: 0.24229031801223755 (0.16749390042745158) | > loss_disc_real_2: 0.2072967141866684 (0.24062525309049165) | > loss_disc_real_3: 0.19364984333515167 (0.21423298578995925) | > loss_disc_real_4: 0.22740109264850616 (0.20530988447941267) | > loss_disc_real_5: 0.20395049452781677 (0.1846670786348673) | > loss_0: 2.499096632003784 (2.3979960680007935) | > loss_gen: 1.8127830028533936 (2.163251670507284) | > loss_kl: 2.027283191680908 (2.197166048563444) | > loss_feat: 6.237087726593018 (6.7936799342815695) | > loss_mel: 15.284346580505371 (19.4332279425401) | > loss_duration: 2.279890298843384 (2.2867293266149677) | > loss_1: 27.641389846801758 (32.874054835392876) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022835639806894157 (-0.00013687060429499673) | > avg_loss_disc: 2.3979960680007935 (+0.0051302084555993055) | > avg_loss_disc_real_0: 0.10641306366484898 (-0.05480370541604665) | > avg_loss_disc_real_1: 0.16749390042745158 (-0.05410346388816825) | > avg_loss_disc_real_2: 0.24062525309049165 (-0.006671135815290302) | > avg_loss_disc_real_3: 0.21423298578995925 (-0.011697954856432408) | > avg_loss_disc_real_4: 0.20530988447941267 (-0.05672727238673425) | > avg_loss_disc_real_5: 0.1846670786348673 (-0.05326011289770785) | > avg_loss_0: 2.3979960680007935 (+0.0051302084555993055) | > avg_loss_gen: 2.163251670507284 (-0.4191640019416809) | > avg_loss_kl: 2.197166048563444 (+0.07568226869289729) | > avg_loss_feat: 6.7936799342815695 (+0.17840247887831495) | > avg_loss_mel: 19.4332279425401 (+0.45161566367516315) | > avg_loss_duration: 2.2867293266149677 (-0.007486866070673059) | > avg_loss_1: 32.874054835392876 (+0.2790494331946718)  > EPOCH: 146/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:20:27)   --> TIME: 2024-06-10 21:20:35 -- STEP: 19/330 -- GLOBAL_STEP: 136200 | > loss_disc: 2.1075334548950195 (2.302633134942306) | > loss_disc_real_0: 0.09875902533531189 (0.11164549267605732) | > loss_disc_real_1: 0.16185346245765686 (0.20485020311255203) | > loss_disc_real_2: 0.23479203879833221 (0.2162141337206489) | > loss_disc_real_3: 0.21162641048431396 (0.22977813764622337) | > loss_disc_real_4: 0.19775810837745667 (0.21777665536654622) | > loss_disc_real_5: 0.1892356276512146 (0.21616694644877785) | > loss_0: 2.1075334548950195 (2.302633134942306) | > grad_norm_0: tensor(9.8156, device='cuda:0') (tensor(20.7295, device='cuda:0')) | > loss_gen: 2.6526284217834473 (2.564973793531719) | > loss_kl: 1.5012530088424683 (1.6584926655417995) | > loss_feat: 7.911810398101807 (6.9640764939157584) | > loss_mel: 19.981552124023438 (19.799663543701172) | > loss_duration: 2.1072287559509277 (2.1946053755910775) | > loss_1: 34.15447235107422 (33.181811583669564) | > grad_norm_1: tensor(238.8787, device='cuda:0') (tensor(192.7778, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.3338 (0.3356728051838122) | > loader_time: 0.0033 (0.0030147903843929895)  --> TIME: 2024-06-10 21:20:44 -- STEP: 44/330 -- GLOBAL_STEP: 136225 | > loss_disc: 2.3243470191955566 (2.2734218619086533) | > loss_disc_real_0: 0.1153237521648407 (0.11041837524284016) | > loss_disc_real_1: 0.23236776888370514 (0.20524000240997833) | > loss_disc_real_2: 0.18702355027198792 (0.21194304356520827) | > loss_disc_real_3: 0.24354591965675354 (0.22742716324600307) | > loss_disc_real_4: 0.2510240077972412 (0.21814441816373306) | > loss_disc_real_5: 0.25327345728874207 (0.2121268134902824) | > loss_0: 2.3243470191955566 (2.2734218619086533) | > grad_norm_0: tensor(14.9072, device='cuda:0') (tensor(16.6211, device='cuda:0')) | > loss_gen: 2.6283888816833496 (2.608341948552565) | > loss_kl: 1.5673351287841797 (1.6590512476184152) | > loss_feat: 7.626498222351074 (7.331183628602461) | > loss_mel: 19.49831199645996 (19.901265144348148) | > loss_duration: 1.9977505207061768 (2.119703365997834) | > loss_1: 33.31828689575195 (33.619545199654326) | > grad_norm_1: tensor(326.5196, device='cuda:0') (tensor(170.9095, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.3389 (0.3406760746782477) | > loader_time: 0.0037 (0.0032438906756314364)  --> TIME: 2024-06-10 21:20:53 -- STEP: 69/330 -- GLOBAL_STEP: 136250 | > loss_disc: 2.3046021461486816 (2.266054975813714) | > loss_disc_real_0: 0.09657427668571472 (0.1100549352881701) | > loss_disc_real_1: 0.26323479413986206 (0.20238340440867603) | > loss_disc_real_2: 0.20510360598564148 (0.2134714204332103) | > loss_disc_real_3: 0.1970681995153427 (0.223364167239355) | > loss_disc_real_4: 0.20641788840293884 (0.21537691635498102) | > loss_disc_real_5: 0.18826216459274292 (0.20893826303274735) | > loss_0: 2.3046021461486816 (2.266054975813714) | > grad_norm_0: tensor(18.9784, device='cuda:0') (tensor(17.4123, device='cuda:0')) | > loss_gen: 2.685265302658081 (2.5945670812026314) | > loss_kl: 1.7519546747207642 (1.6764007063879482) | > loss_feat: 8.164313316345215 (7.357930273249529) | > loss_mel: 19.398984909057617 (19.786669302677765) | > loss_duration: 2.0099151134490967 (2.094104853229246) | > loss_1: 34.010433197021484 (33.50967222020246) | > grad_norm_1: tensor(389.3788, device='cuda:0') (tensor(193.6141, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.3351 (0.3420587000639542) | > loader_time: 0.0036 (0.0033223283463630123)  --> TIME: 2024-06-10 21:21:01 -- STEP: 94/330 -- GLOBAL_STEP: 136275 | > loss_disc: 2.2259035110473633 (2.25860031868549) | > loss_disc_real_0: 0.07396943122148514 (0.1093277238071599) | > loss_disc_real_1: 0.18728107213974 (0.20198788953588365) | > loss_disc_real_2: 0.21461103856563568 (0.21242047988987983) | > loss_disc_real_3: 0.23299066722393036 (0.22377506421601517) | > loss_disc_real_4: 0.2238752841949463 (0.2153207960915058) | > loss_disc_real_5: 0.19336818158626556 (0.20910012658606184) | > loss_0: 2.2259035110473633 (2.25860031868549) | > grad_norm_0: tensor(15.7620, device='cuda:0') (tensor(17.9278, device='cuda:0')) | > loss_gen: 2.5255935192108154 (2.5999650726927093) | > loss_kl: 1.7320400476455688 (1.6646463389092303) | > loss_feat: 7.577144622802734 (7.372900754847425) | > loss_mel: 20.4166316986084 (19.730398969447357) | > loss_duration: 2.0815844535827637 (2.084524483122725) | > loss_1: 34.3329963684082 (33.45243567608772) | > grad_norm_1: tensor(289.6942, device='cuda:0') (tensor(207.1997, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.3416 (0.34442173166477935) | > loader_time: 0.0039 (0.0034192014247813123)  --> TIME: 2024-06-10 21:21:11 -- STEP: 119/330 -- GLOBAL_STEP: 136300 | > loss_disc: 2.350945472717285 (2.256152748059824) | > loss_disc_real_0: 0.09003249555826187 (0.10964118961651786) | > loss_disc_real_1: 0.24502027034759521 (0.20224760059549027) | > loss_disc_real_2: 0.21101388335227966 (0.21347669668558264) | > loss_disc_real_3: 0.2587731182575226 (0.22283612642468525) | > loss_disc_real_4: 0.25057289004325867 (0.21395389122121475) | > loss_disc_real_5: 0.22989550232887268 (0.20796148216023164) | > loss_0: 2.350945472717285 (2.256152748059824) | > grad_norm_0: tensor(16.5446, device='cuda:0') (tensor(17.7023, device='cuda:0')) | > loss_gen: 2.594736099243164 (2.5999960558755064) | > loss_kl: 1.8160678148269653 (1.669889583307154) | > loss_feat: 7.266988754272461 (7.399991708643296) | > loss_mel: 19.92477798461914 (19.681081900075707) | > loss_duration: 2.053438901901245 (2.079979677160249) | > loss_1: 33.656009674072266 (33.43093894509708) | > grad_norm_1: tensor(149.0641, device='cuda:0') (tensor(213.2853, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.3509 (0.3470841936704491) | > loader_time: 0.004 (0.003524257355377454)  --> TIME: 2024-06-10 21:21:20 -- STEP: 144/330 -- GLOBAL_STEP: 136325 | > loss_disc: 2.3851075172424316 (2.2589341037803203) | > loss_disc_real_0: 0.12191494554281235 (0.10962396019345357) | > loss_disc_real_1: 0.17458288371562958 (0.20181031949404216) | > loss_disc_real_2: 0.23830337822437286 (0.21367380861192944) | > loss_disc_real_3: 0.24227014183998108 (0.22322555828011698) | > loss_disc_real_4: 0.21813222765922546 (0.21414869796070787) | > loss_disc_real_5: 0.17572897672653198 (0.2084007834394773) | > loss_0: 2.3851075172424316 (2.2589341037803203) | > grad_norm_0: tensor(27.0753, device='cuda:0') (tensor(17.7420, device='cuda:0')) | > loss_gen: 2.3984007835388184 (2.5986088530884857) | > loss_kl: 1.4965969324111938 (1.6746940720412467) | > loss_feat: 7.052195072174072 (7.411383105648889) | > loss_mel: 19.326066970825195 (19.697322421603733) | > loss_duration: 2.0518269538879395 (2.081798749665421) | > loss_1: 32.32508850097656 (33.46380722522736) | > grad_norm_1: tensor(101.5913, device='cuda:0') (tensor(217.8436, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.4082 (0.35351510014798904) | > loader_time: 0.005 (0.0037009980943467882)  --> TIME: 2024-06-10 21:21:30 -- STEP: 169/330 -- GLOBAL_STEP: 136350 | > loss_disc: 2.1665420532226562 (2.261167598193917) | > loss_disc_real_0: 0.11092673987150192 (0.10923659940354923) | > loss_disc_real_1: 0.18066881597042084 (0.20214568730994795) | > loss_disc_real_2: 0.20308753848075867 (0.21336517602028932) | > loss_disc_real_3: 0.21566253900527954 (0.22351556522606392) | > loss_disc_real_4: 0.2026783674955368 (0.21481347710070525) | > loss_disc_real_5: 0.19040215015411377 (0.20860473935068005) | > loss_0: 2.1665420532226562 (2.261167598193917) | > grad_norm_0: tensor(17.3008, device='cuda:0') (tensor(18.9539, device='cuda:0')) | > loss_gen: 2.6108717918395996 (2.603687426042276) | > loss_kl: 1.6549851894378662 (1.6762724360065346) | > loss_feat: 7.343226909637451 (7.438474440715722) | > loss_mel: 18.98828125 (19.697735690506253) | > loss_duration: 2.1096982955932617 (2.0837690950145387) | > loss_1: 32.707061767578125 (33.499939111562874) | > grad_norm_1: tensor(171.0779, device='cuda:0') (tensor(231.8064, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.387 (0.35860381464986396) | > loader_time: 0.0043 (0.003852440760685847)  --> TIME: 2024-06-10 21:21:40 -- STEP: 194/330 -- GLOBAL_STEP: 136375 | > loss_disc: 2.2613673210144043 (2.26049411788429) | > loss_disc_real_0: 0.07691671699285507 (0.11016329667847796) | > loss_disc_real_1: 0.18873360753059387 (0.2011634135983654) | > loss_disc_real_2: 0.23813720047473907 (0.21347574774444716) | > loss_disc_real_3: 0.2454945594072342 (0.22333389213404706) | > loss_disc_real_4: 0.20423239469528198 (0.2143731147204478) | > loss_disc_real_5: 0.21110799908638 (0.20868324242609063) | > loss_0: 2.2613673210144043 (2.26049411788429) | > grad_norm_0: tensor(14.7605, device='cuda:0') (tensor(20.8983, device='cuda:0')) | > loss_gen: 3.0021426677703857 (2.613251448906574) | > loss_kl: 1.6834865808486938 (1.6796469878904599) | > loss_feat: 7.7985639572143555 (7.470038802353377) | > loss_mel: 19.479970932006836 (19.67088381777104) | > loss_duration: 2.091036081314087 (2.0886450876894704) | > loss_1: 34.055198669433594 (33.52246618762461) | > grad_norm_1: tensor(371.5398, device='cuda:0') (tensor(250.3251, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.4274 (0.3634368930895304) | > loader_time: 0.0051 (0.004020747450209153)  --> TIME: 2024-06-10 21:21:50 -- STEP: 219/330 -- GLOBAL_STEP: 136400 | > loss_disc: 2.3203721046447754 (2.2606027768627133) | > loss_disc_real_0: 0.08728201687335968 (0.11144226505399839) | > loss_disc_real_1: 0.2113310992717743 (0.20099732735657802) | > loss_disc_real_2: 0.2484188973903656 (0.2133706205239579) | > loss_disc_real_3: 0.2889900207519531 (0.22242894299226265) | > loss_disc_real_4: 0.21010412275791168 (0.21395129550537562) | > loss_disc_real_5: 0.2310696244239807 (0.2087229367804854) | > loss_0: 2.3203721046447754 (2.2606027768627133) | > grad_norm_0: tensor(34.2793, device='cuda:0') (tensor(22.8694, device='cuda:0')) | > loss_gen: 2.853410482406616 (2.621778048336778) | > loss_kl: 1.9282954931259155 (1.687436458726996) | > loss_feat: 7.459431171417236 (7.494623573947715) | > loss_mel: 18.623409271240234 (19.621349648253553) | > loss_duration: 2.1574249267578125 (2.094061374119975) | > loss_1: 33.02197265625 (33.51924915400817) | > grad_norm_1: tensor(319.7217, device='cuda:0') (tensor(260.9400, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.383 (0.3670257476911153) | > loader_time: 0.0049 (0.004146411538668417)  --> TIME: 2024-06-10 21:22:01 -- STEP: 244/330 -- GLOBAL_STEP: 136425 | > loss_disc: 2.3226428031921387 (2.265991210937499) | > loss_disc_real_0: 0.060070063918828964 (0.11286944532614263) | > loss_disc_real_1: 0.2326020747423172 (0.2014751423333512) | > loss_disc_real_2: 0.18942634761333466 (0.2127882671527198) | > loss_disc_real_3: 0.17822392284870148 (0.22267967541931105) | > loss_disc_real_4: 0.19039633870124817 (0.21449109545496645) | > loss_disc_real_5: 0.17881548404693604 (0.20900879226258542) | > loss_0: 2.3226428031921387 (2.265991210937499) | > grad_norm_0: tensor(44.2860, device='cuda:0') (tensor(23.7814, device='cuda:0')) | > loss_gen: 2.52465558052063 (2.62034502185759) | > loss_kl: 1.7037582397460938 (1.6893383616306743) | > loss_feat: 7.3282246589660645 (7.476669454183734) | > loss_mel: 18.70236587524414 (19.575130884764622) | > loss_duration: 2.0945944786071777 (2.101083472615386) | > loss_1: 32.353599548339844 (33.46256721996874) | > grad_norm_1: tensor(364.8058, device='cuda:0') (tensor(266.0676, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.4262 (0.3712863941661647) | > loader_time: 0.0057 (0.004289243064942904)  --> TIME: 2024-06-10 21:22:12 -- STEP: 269/330 -- GLOBAL_STEP: 136450 | > loss_disc: 2.253150701522827 (2.266686373040578) | > loss_disc_real_0: 0.11099232733249664 (0.11345260825742133) | > loss_disc_real_1: 0.19277042150497437 (0.2016386141564323) | > loss_disc_real_2: 0.24387656152248383 (0.21316336444319403) | > loss_disc_real_3: 0.2168804407119751 (0.222821105756281) | > loss_disc_real_4: 0.21090072393417358 (0.21439837728069616) | > loss_disc_real_5: 0.19790756702423096 (0.20859160648181094) | > loss_0: 2.253150701522827 (2.266686373040578) | > grad_norm_0: tensor(47.5942, device='cuda:0') (tensor(24.0210, device='cuda:0')) | > loss_gen: 2.65628719329834 (2.620503784555485) | > loss_kl: 1.8282009363174438 (1.6914067809023379) | > loss_feat: 6.964301586151123 (7.497362913252252) | > loss_mel: 18.563793182373047 (19.539706432243257) | > loss_duration: 2.1947078704833984 (2.1074204210011964) | > loss_1: 32.20729064941406 (33.45640039975762) | > grad_norm_1: tensor(407.6131, device='cuda:0') (tensor(274.3737, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.4349 (0.3757571615694181) | > loader_time: 0.0062 (0.004452628273946199)  --> TIME: 2024-06-10 21:22:23 -- STEP: 294/330 -- GLOBAL_STEP: 136475 | > loss_disc: 2.1169543266296387 (2.268737271529475) | > loss_disc_real_0: 0.06857144832611084 (0.11385533018481164) | > loss_disc_real_1: 0.15603750944137573 (0.20191529038406544) | > loss_disc_real_2: 0.21484597027301788 (0.21356757801203502) | > loss_disc_real_3: 0.1639142781496048 (0.22258680278346651) | > loss_disc_real_4: 0.1563817411661148 (0.2145401456830453) | > loss_disc_real_5: 0.15399345755577087 (0.20798616947568196) | > loss_0: 2.1169543266296387 (2.268737271529475) | > grad_norm_0: tensor(31.6724, device='cuda:0') (tensor(24.5762, device='cuda:0')) | > loss_gen: 2.737372875213623 (2.6178934403828205) | > loss_kl: 1.6777366399765015 (1.6919866070455434) | > loss_feat: 9.303763389587402 (7.5060957662102314) | > loss_mel: 19.591272354125977 (19.489642973659794) | > loss_duration: 2.2373363971710205 (2.1158221769495107) | > loss_1: 35.547481536865234 (33.421441013310265) | > grad_norm_1: tensor(490.9797, device='cuda:0') (tensor(287.3445, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.7091 (0.38274019429472844) | > loader_time: 0.0077 (0.004654684034334558)  --> TIME: 2024-06-10 21:22:37 -- STEP: 319/330 -- GLOBAL_STEP: 136500 | > loss_disc: 2.2716710567474365 (2.268468809725721) | > loss_disc_real_0: 0.14819106459617615 (0.11394176716247696) | > loss_disc_real_1: 0.19386184215545654 (0.2017431781863717) | > loss_disc_real_2: 0.21704106032848358 (0.2135100012942915) | > loss_disc_real_3: 0.24654226005077362 (0.22299190883913012) | > loss_disc_real_4: 0.18715275824069977 (0.21475715771737897) | > loss_disc_real_5: 0.1796959936618805 (0.20827377944904443) | > loss_0: 2.2716710567474365 (2.268468809725721) | > grad_norm_0: tensor(15.4755, device='cuda:0') (tensor(26.0580, device='cuda:0')) | > loss_gen: 2.8156447410583496 (2.621653096429233) | > loss_kl: 1.7162501811981201 (1.6963596317835363) | > loss_feat: 9.001016616821289 (7.539522111229014) | > loss_mel: 19.542316436767578 (19.44813398881392) | > loss_duration: 2.3015341758728027 (2.1284109750137845) | > loss_1: 35.37675857543945 (33.43407984886051) | > grad_norm_1: tensor(408.3204, device='cuda:0') (tensor(302.2874, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.5549 (0.3931793822763856) | > loader_time: 0.0091 (0.004892838038620904) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_136500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8583991527557373 (2.8583991527557373) | > loss_disc_real_0: 0.28054291009902954 (0.28054291009902954) | > loss_disc_real_1: 0.21866051852703094 (0.21866051852703094) | > loss_disc_real_2: 0.3169005215167999 (0.3169005215167999) | > loss_disc_real_3: 0.35122430324554443 (0.35122430324554443) | > loss_disc_real_4: 0.3551943600177765 (0.3551943600177765) | > loss_disc_real_5: 0.3947082459926605 (0.3947082459926605) | > loss_0: 2.8583991527557373 (2.8583991527557373) | > loss_gen: 2.521533966064453 (2.521533966064453) | > loss_kl: 2.2065865993499756 (2.2065865993499756) | > loss_feat: 5.212608337402344 (5.212608337402344) | > loss_mel: 17.937314987182617 (17.937314987182617) | > loss_duration: 2.872580051422119 (2.872580051422119) | > loss_1: 30.75062370300293 (30.75062370300293)  --> STEP: 1 | > loss_disc: 2.074371337890625 (2.074371337890625) | > loss_disc_real_0: 0.12295034527778625 (0.12295034527778625) | > loss_disc_real_1: 0.18806132674217224 (0.18806132674217224) | > loss_disc_real_2: 0.12472984194755554 (0.12472984194755554) | > loss_disc_real_3: 0.24961373209953308 (0.24961373209953308) | > loss_disc_real_4: 0.23147568106651306 (0.23147568106651306) | > loss_disc_real_5: 0.23556576669216156 (0.23556576669216156) | > loss_0: 2.074371337890625 (2.074371337890625) | > loss_gen: 2.7949628829956055 (2.7949628829956055) | > loss_kl: 1.9147727489471436 (1.9147727489471436) | > loss_feat: 7.402223587036133 (7.402223587036133) | > loss_mel: 20.65358543395996 (20.65358543395996) | > loss_duration: 2.3774313926696777 (2.3774313926696777) | > loss_1: 35.142974853515625 (35.142974853515625)  --> STEP: 2 | > loss_disc: 2.436281204223633 (2.255326271057129) | > loss_disc_real_0: 0.11892358958721161 (0.12093696743249893) | > loss_disc_real_1: 0.28415754437446594 (0.2361094355583191) | > loss_disc_real_2: 0.2442285567522049 (0.18447919934988022) | > loss_disc_real_3: 0.3088478446006775 (0.2792307883501053) | > loss_disc_real_4: 0.28089022636413574 (0.2561829537153244) | > loss_disc_real_5: 0.2735474407672882 (0.2545566037297249) | > loss_0: 2.436281204223633 (2.255326271057129) | > loss_gen: 2.833040952682495 (2.8140019178390503) | > loss_kl: 2.0672287940979004 (1.991000771522522) | > loss_feat: 6.149590969085693 (6.775907278060913) | > loss_mel: 19.463890075683594 (20.058737754821777) | > loss_duration: 2.3708953857421875 (2.3741633892059326) | > loss_1: 32.8846435546875 (34.01380920410156)  --> STEP: 3 | > loss_disc: 2.5079634189605713 (2.33953865369161) | > loss_disc_real_0: 0.16799721121788025 (0.13662371536095938) | > loss_disc_real_1: 0.15998537838459015 (0.21073474983374277) | > loss_disc_real_2: 0.16829143464565277 (0.1790832777818044) | > loss_disc_real_3: 0.24614456295967102 (0.2682020465532939) | > loss_disc_real_4: 0.24749353528022766 (0.2532864809036255) | > loss_disc_real_5: 0.2821061909198761 (0.26373979945977527) | > loss_0: 2.5079634189605713 (2.33953865369161) | > loss_gen: 2.311267614364624 (2.646423816680908) | > loss_kl: 3.0279667377471924 (2.336656093597412) | > loss_feat: 5.6778693199157715 (6.409894625345866) | > loss_mel: 16.014461517333984 (18.71064567565918) | > loss_duration: 2.184110164642334 (2.3108123143514) | > loss_1: 29.21567726135254 (32.41443188985189)  --> STEP: 4 | > loss_disc: 2.3831729888916016 (2.3504472374916077) | > loss_disc_real_0: 0.06919959932565689 (0.11976768635213375) | > loss_disc_real_1: 0.18675686419010162 (0.2047402784228325) | > loss_disc_real_2: 0.16444173455238342 (0.17542289197444916) | > loss_disc_real_3: 0.2759946882724762 (0.27015020698308945) | > loss_disc_real_4: 0.23689241707324982 (0.24918796494603157) | > loss_disc_real_5: 0.35610663890838623 (0.286831509321928) | > loss_0: 2.3831729888916016 (2.3504472374916077) | > loss_gen: 2.3287155628204346 (2.56699675321579) | > loss_kl: 2.2057547569274902 (2.3039307594299316) | > loss_feat: 7.105513095855713 (6.583799242973328) | > loss_mel: 19.8398380279541 (18.99294376373291) | > loss_duration: 2.2106480598449707 (2.2857712507247925) | > loss_1: 33.69047164916992 (32.7334418296814)  --> STEP: 5 | > loss_disc: 2.1417689323425293 (2.308711576461792) | > loss_disc_real_0: 0.14014744758605957 (0.12384363859891892) | > loss_disc_real_1: 0.2316373586654663 (0.21011969447135925) | > loss_disc_real_2: 0.15825386345386505 (0.17198908627033233) | > loss_disc_real_3: 0.31207090616226196 (0.278534346818924) | > loss_disc_real_4: 0.22282527387142181 (0.2439154267311096) | > loss_disc_real_5: 0.2419348508119583 (0.2778521776199341) | > loss_0: 2.1417689323425293 (2.308711576461792) | > loss_gen: 2.8558402061462402 (2.6247654438018797) | > loss_kl: 2.404707908630371 (2.3240861892700195) | > loss_feat: 5.94699239730835 (6.456437873840332) | > loss_mel: 19.68254280090332 (19.13086357116699) | > loss_duration: 2.3925375938415527 (2.3071245193481444) | > loss_1: 33.28261947631836 (32.84327735900879)  --> STEP: 6 | > loss_disc: 2.4113214015960693 (2.3258132139841714) | > loss_disc_real_0: 0.09496366232633591 (0.11903030922015508) | > loss_disc_real_1: 0.17833112180233002 (0.20482159902652106) | > loss_disc_real_2: 0.24838677048683167 (0.1847220336397489) | > loss_disc_real_3: 0.3123812973499298 (0.28417550524075824) | > loss_disc_real_4: 0.27315863966941833 (0.24878929555416107) | > loss_disc_real_5: 0.31842470169067383 (0.2846142649650574) | > loss_0: 2.4113214015960693 (2.3258132139841714) | > loss_gen: 2.4951400756835938 (2.6031612157821655) | > loss_kl: 2.1716272830963135 (2.298676371574402) | > loss_feat: 5.570327281951904 (6.308752775192261) | > loss_mel: 20.784093856811523 (19.406401952107746) | > loss_duration: 2.0919189453125 (2.271256923675537) | > loss_1: 33.11310577392578 (32.88824876149496)  --> STEP: 7 | > loss_disc: 2.156688690185547 (2.301652567727225) | > loss_disc_real_0: 0.10269191861152649 (0.11669625341892242) | > loss_disc_real_1: 0.1851830631494522 (0.2020160939012255) | > loss_disc_real_2: 0.18835464119911194 (0.18524097757680075) | > loss_disc_real_3: 0.24997645616531372 (0.279289926801409) | > loss_disc_real_4: 0.24094466865062714 (0.24766863456794194) | > loss_disc_real_5: 0.2669869363307953 (0.2820960751601628) | > loss_0: 2.156688690185547 (2.301652567727225) | > loss_gen: 2.633801221847534 (2.6075383595057895) | > loss_kl: 3.048142433166504 (2.405742951801845) | > loss_feat: 7.660568714141846 (6.501869337899344) | > loss_mel: 21.696874618530273 (19.733612333025253) | > loss_duration: 2.3930039405822754 (2.288649354662214) | > loss_1: 37.43239212036133 (33.53741209847586)  --> STEP: 8 | > loss_disc: 2.324385404586792 (2.304494172334671) | > loss_disc_real_0: 0.07224520295858383 (0.1111398721113801) | > loss_disc_real_1: 0.1619706153869629 (0.19701040908694267) | > loss_disc_real_2: 0.15209805965423584 (0.18109811283648014) | > loss_disc_real_3: 0.23479904234409332 (0.2737285662442446) | > loss_disc_real_4: 0.2611587941646576 (0.2493549045175314) | > loss_disc_real_5: 0.29835042357444763 (0.2841278687119484) | > loss_0: 2.324385404586792 (2.304494172334671) | > loss_gen: 2.4670896530151367 (2.589982271194458) | > loss_kl: 2.041607141494751 (2.3602259755134583) | > loss_feat: 8.956298828125 (6.808673024177551) | > loss_mel: 21.863693237304688 (19.99987244606018) | > loss_duration: 2.201132297515869 (2.277709722518921) | > loss_1: 37.529823303222656 (34.036463499069214)  --> STEP: 9 | > loss_disc: 2.1870508193969727 (2.291444910897149) | > loss_disc_real_0: 0.14059916138648987 (0.11441312647528118) | > loss_disc_real_1: 0.20014643669128418 (0.19735885659853616) | > loss_disc_real_2: 0.22891190648078918 (0.1864107565747367) | > loss_disc_real_3: 0.23154859244823456 (0.26904190248913235) | > loss_disc_real_4: 0.19314076006412506 (0.24310888846715292) | > loss_disc_real_5: 0.2968204617500305 (0.28553815682729083) | > loss_0: 2.1870508193969727 (2.291444910897149) | > loss_gen: 2.9358458518981934 (2.6284115579393177) | > loss_kl: 2.1442928314208984 (2.3362334039476185) | > loss_feat: 8.9500732421875 (7.046606381734212) | > loss_mel: 21.020111083984375 (20.113232294718426) | > loss_duration: 2.1381521224975586 (2.262203322516547) | > loss_1: 37.1884765625 (34.386687172783745)  --> STEP: 10 | > loss_disc: 2.3450822830200195 (2.296808648109436) | > loss_disc_real_0: 0.11483823508024216 (0.11445563733577728) | > loss_disc_real_1: 0.22130927443504333 (0.19975389838218688) | > loss_disc_real_2: 0.17234313488006592 (0.18500399440526963) | > loss_disc_real_3: 0.2909536063671112 (0.2712330728769302) | > loss_disc_real_4: 0.24811792373657227 (0.24360979199409485) | > loss_disc_real_5: 0.22507351636886597 (0.27949169278144836) | > loss_0: 2.3450822830200195 (2.296808648109436) | > loss_gen: 2.348623275756836 (2.6004327297210694) | > loss_kl: 2.3381998538970947 (2.336430048942566) | > loss_feat: 4.889585018157959 (6.830904245376587) | > loss_mel: 17.34619903564453 (19.836528968811034) | > loss_duration: 2.2539782524108887 (2.2613808155059814) | > loss_1: 29.176586151123047 (33.86567707061768)  --> STEP: 11 | > loss_disc: 2.30119252204895 (2.2972071821039375) | > loss_disc_real_0: 0.12235277891159058 (0.11517355929721486) | > loss_disc_real_1: 0.15904460847377777 (0.19605305384505878) | > loss_disc_real_2: 0.185257226228714 (0.1850270154801282) | > loss_disc_real_3: 0.23311513662338257 (0.26776780594478955) | > loss_disc_real_4: 0.25233015418052673 (0.2444025521928614) | > loss_disc_real_5: 0.2543319761753082 (0.2772044458172538) | > loss_0: 2.30119252204895 (2.2972071821039375) | > loss_gen: 2.345459461212158 (2.5772533416748047) | > loss_kl: 2.2390503883361816 (2.3275773525238037) | > loss_feat: 4.759166717529297 (6.642564470117742) | > loss_mel: 17.07802391052246 (19.58575578169389) | > loss_duration: 2.4350881576538086 (2.277172392064875) | > loss_1: 28.856788635253906 (33.410323576493695)  --> STEP: 12 | > loss_disc: 2.126983880996704 (2.2830219070116677) | > loss_disc_real_0: 0.07493677735328674 (0.11182049413522084) | > loss_disc_real_1: 0.21087239682674408 (0.19728799909353256) | > loss_disc_real_2: 0.2571767568588257 (0.19103949392835298) | > loss_disc_real_3: 0.27532142400741577 (0.2683972741166751) | > loss_disc_real_4: 0.23778530955314636 (0.24385111530621847) | > loss_disc_real_5: 0.2907470166683197 (0.27833299338817596) | > loss_0: 2.126983880996704 (2.2830219070116677) | > loss_gen: 3.0734801292419434 (2.6186055739720664) | > loss_kl: 2.055900812149048 (2.3049376408259072) | > loss_feat: 7.47900915145874 (6.712268193562825) | > loss_mel: 22.224271774291992 (19.8056321144104) | > loss_duration: 2.2469725608825684 (2.274655739466349) | > loss_1: 37.07963180541992 (33.71609926223755)  --> STEP: 13 | > loss_disc: 2.128119945526123 (2.2711063715127797) | > loss_disc_real_0: 0.12025739252567291 (0.11246948631910178) | > loss_disc_real_1: 0.26170453429222107 (0.20224311718573937) | > loss_disc_real_2: 0.1749158650636673 (0.18979921478491563) | > loss_disc_real_3: 0.2936673164367676 (0.27034112352591294) | > loss_disc_real_4: 0.20627176761627197 (0.24096039625314566) | > loss_disc_real_5: 0.2701309025287628 (0.27770206332206726) | > loss_0: 2.128119945526123 (2.2711063715127797) | > loss_gen: 2.9626152515411377 (2.6450678568619947) | > loss_kl: 1.7568074464797974 (2.2627737797223606) | > loss_feat: 6.588695526123047 (6.702762603759766) | > loss_mel: 17.4493350982666 (19.624378497783955) | > loss_duration: 2.212233066558838 (2.2698539953965406) | > loss_1: 30.96968650817871 (33.504836742694565)  --> STEP: 14 | > loss_disc: 2.2472915649414062 (2.269405313900539) | > loss_disc_real_0: 0.10908420383930206 (0.1122276804276875) | > loss_disc_real_1: 0.1736217588186264 (0.2001987344452313) | > loss_disc_real_2: 0.18362849950790405 (0.18935844940798624) | > loss_disc_real_3: 0.22702327370643616 (0.2672469913959503) | > loss_disc_real_4: 0.25214439630508423 (0.2417592533997127) | > loss_disc_real_5: 0.369442880153656 (0.28425497881003786) | > loss_0: 2.2472915649414062 (2.269405313900539) | > loss_gen: 3.2413442134857178 (2.6876590251922607) | > loss_kl: 2.0662145614624023 (2.2487338355609348) | > loss_feat: 7.416830539703369 (6.753767456327166) | > loss_mel: 21.286203384399414 (19.743080275399343) | > loss_duration: 2.315728187561035 (2.2731307234082903) | > loss_1: 36.32632064819336 (33.706371307373054)  --> STEP: 15 | > loss_disc: 2.089345932006836 (2.2574013551076253) | > loss_disc_real_0: 0.1308583766222 (0.11346972684065501) | > loss_disc_real_1: 0.1719578206539154 (0.19831600685914358) | > loss_disc_real_2: 0.17536577582359314 (0.18842560450236004) | > loss_disc_real_3: 0.17846737802028656 (0.2613283505042394) | > loss_disc_real_4: 0.1489270180463791 (0.23557043770949046) | > loss_disc_real_5: 0.20665383338928223 (0.27908156911532084) | > loss_0: 2.089345932006836 (2.2574013551076253) | > loss_gen: 2.5842974185943604 (2.6807682514190674) | > loss_kl: 2.542311668395996 (2.268305691083272) | > loss_feat: 10.916115760803223 (7.0312573432922365) | > loss_mel: 20.540443420410156 (19.796237818400066) | > loss_duration: 2.2677969932556152 (2.272775141398112) | > loss_1: 38.8509635925293 (34.049344126383474)  --> STEP: 16 | > loss_disc: 2.118389368057251 (2.248713105916977) | > loss_disc_real_0: 0.06176566705107689 (0.11023822310380638) | > loss_disc_real_1: 0.2462569624185562 (0.20131231658160686) | > loss_disc_real_2: 0.19334091246128082 (0.18873281124979258) | > loss_disc_real_3: 0.22705869376659393 (0.25918649695813656) | > loss_disc_real_4: 0.17930449545383453 (0.23205381631851196) | > loss_disc_real_5: 0.20470696687698364 (0.27443315647542477) | > loss_0: 2.118389368057251 (2.248713105916977) | > loss_gen: 2.747501850128174 (2.6849391013383865) | > loss_kl: 1.9760874509811401 (2.250042051076889) | > loss_feat: 7.844869136810303 (7.0821080803871155) | > loss_mel: 17.888681411743164 (19.67701554298401) | > loss_duration: 2.3602652549743652 (2.278243273496628) | > loss_1: 32.81740188598633 (33.97234773635866)  --> STEP: 17 | > loss_disc: 2.4365179538726807 (2.259760449914371) | > loss_disc_real_0: 0.20132747292518616 (0.1155964142697699) | > loss_disc_real_1: 0.2548348903656006 (0.20446070327478297) | > loss_disc_real_2: 0.17032496631145477 (0.18764999684165506) | > loss_disc_real_3: 0.35062646865844727 (0.2645653188228607) | > loss_disc_real_4: 0.2744855582714081 (0.23454980113927057) | > loss_disc_real_5: 0.2921171486377716 (0.275473391308504) | > loss_0: 2.4365179538726807 (2.259760449914371) | > loss_gen: 2.6340091228485107 (2.681943220250747) | > loss_kl: 1.866544485092163 (2.2274833707248463) | > loss_feat: 5.785579681396484 (7.005841703975902) | > loss_mel: 17.80516815185547 (19.566906872917624) | > loss_duration: 2.342569351196289 (2.2820271604201374) | > loss_1: 30.433870315551758 (33.76420200572296)  --> STEP: 18 | > loss_disc: 2.3489794731140137 (2.2647170623143515) | > loss_disc_real_0: 0.052490219473838806 (0.11209051455888483) | > loss_disc_real_1: 0.15506413578987122 (0.2017164495256212) | > loss_disc_real_2: 0.23701266944408417 (0.19039236754179) | > loss_disc_real_3: 0.3031926155090332 (0.2667112797498703) | > loss_disc_real_4: 0.22381474077701569 (0.23395340889692307) | > loss_disc_real_5: 0.3265076279640198 (0.27830862667825484) | > loss_0: 2.3489794731140137 (2.2647170623143515) | > loss_gen: 2.975149154663086 (2.6982324388292103) | > loss_kl: 2.521218776702881 (2.2438020043902926) | > loss_feat: 7.840885639190674 (7.052233033710056) | > loss_mel: 22.669654846191406 (19.739281760321724) | > loss_duration: 2.2219738960266113 (2.2786908679538302) | > loss_1: 38.228885650634766 (34.01223998599583)  --> STEP: 19 | > loss_disc: 1.956017255783081 (2.2484697040758634) | > loss_disc_real_0: 0.1285792887210846 (0.11295834477794797) | > loss_disc_real_1: 0.18892909586429596 (0.20104343091186724) | > loss_disc_real_2: 0.16789765655994415 (0.18920843538485074) | > loss_disc_real_3: 0.1958879828453064 (0.2629837378075248) | > loss_disc_real_4: 0.2011808156967163 (0.2322285355705964) | > loss_disc_real_5: 0.19034814834594727 (0.2736791278186597) | > loss_0: 1.956017255783081 (2.2484697040758634) | > loss_gen: 2.857095241546631 (2.7065936389722323) | > loss_kl: 1.3146682977676392 (2.1949002303575216) | > loss_feat: 8.902278900146484 (7.149603868785658) | > loss_mel: 18.75463104248047 (19.687458038330078) | > loss_duration: 2.342282772064209 (2.2820378102754293) | > loss_1: 34.170955657958984 (34.02059344241495)  --> STEP: 20 | > loss_disc: 2.0844168663024902 (2.2402670621871947) | > loss_disc_real_0: 0.06666260957717896 (0.11064355801790952) | > loss_disc_real_1: 0.1285618543624878 (0.19741935208439826) | > loss_disc_real_2: 0.12020879983901978 (0.18575845360755922) | > loss_disc_real_3: 0.2621484696865082 (0.262941974401474) | > loss_disc_real_4: 0.20796851813793182 (0.23101553469896316) | > loss_disc_real_5: 0.22956842184066772 (0.2714735925197601) | > loss_0: 2.0844168663024902 (2.2402670621871947) | > loss_gen: 2.4359006881713867 (2.69305899143219) | > loss_kl: 1.986320972442627 (2.1844712674617766) | > loss_feat: 7.6092329025268555 (7.1725853204727175) | > loss_mel: 20.477821350097656 (19.726976203918458) | > loss_duration: 2.3578474521636963 (2.2858282923698425) | > loss_1: 34.86712646484375 (34.06292009353639)  --> STEP: 21 | > loss_disc: 2.365870475769043 (2.246248177119664) | > loss_disc_real_0: 0.13284951448440552 (0.11170098451631409) | > loss_disc_real_1: 0.2547663748264313 (0.20015016269116176) | > loss_disc_real_2: 0.22401638329029083 (0.1875802597829274) | > loss_disc_real_3: 0.2997908890247345 (0.26469668462162926) | > loss_disc_real_4: 0.2745533287525177 (0.23308876298722767) | > loss_disc_real_5: 0.2481183111667633 (0.27036143626485554) | > loss_0: 2.365870475769043 (2.246248177119664) | > loss_gen: 3.1026129722595215 (2.712561561947777) | > loss_kl: 1.7377527952194214 (2.16319895925976) | > loss_feat: 7.362865924835205 (7.181646301632836) | > loss_mel: 19.16975212097168 (19.700441723778134) | > loss_duration: 2.1442391872406006 (2.279085954030355) | > loss_1: 33.5172233581543 (34.03693453470867)  --> STEP: 22 | > loss_disc: 2.213909864425659 (2.2447782538153906) | > loss_disc_real_0: 0.13429397344589233 (0.11272793855856765) | > loss_disc_real_1: 0.20052914321422577 (0.20016738907857376) | > loss_disc_real_2: 0.12964890897274017 (0.1849470165642825) | > loss_disc_real_3: 0.2581653296947479 (0.2643998048522256) | > loss_disc_real_4: 0.2097771316766739 (0.23202914338220249) | > loss_disc_real_5: 0.2041487842798233 (0.26735177026553586) | > loss_0: 2.213909864425659 (2.2447782538153906) | > loss_gen: 2.685408353805542 (2.711327325214039) | > loss_kl: 2.0192673206329346 (2.1566566120494497) | > loss_feat: 8.230070114135742 (7.229301929473877) | > loss_mel: 18.187686920166016 (19.631680141795766) | > loss_duration: 2.154439926147461 (2.273420225490223) | > loss_1: 33.27687072753906 (34.00238617983732)  --> STEP: 23 | > loss_disc: 2.458961248397827 (2.2540905579276704) | > loss_disc_real_0: 0.15742744505405426 (0.11467139536271924) | > loss_disc_real_1: 0.1955539584159851 (0.19996680513672208) | > loss_disc_real_2: 0.1978691965341568 (0.18550885047601617) | > loss_disc_real_3: 0.2696544826030731 (0.2646282691022624) | > loss_disc_real_4: 0.250031977891922 (0.23281187531740768) | > loss_disc_real_5: 0.2989087700843811 (0.26872381373592047) | > loss_0: 2.458961248397827 (2.2540905579276704) | > loss_gen: 2.521104335784912 (2.703056760456251) | > loss_kl: 2.0532219409942627 (2.1521594524383545) | > loss_feat: 6.9445695877075195 (7.216922262440557) | > loss_mel: 18.61993408203125 (19.58769118267557) | > loss_duration: 2.2836084365844727 (2.273863191189973) | > loss_1: 32.42243957519531 (33.93369284920072)  --> STEP: 24 | > loss_disc: 2.156649589538574 (2.2500305175781246) | > loss_disc_real_0: 0.11100363731384277 (0.11451857211068273) | > loss_disc_real_1: 0.18195760250091553 (0.19921642169356346) | > loss_disc_real_2: 0.12235202640295029 (0.18287731613963842) | > loss_disc_real_3: 0.25594764947891235 (0.2642665766179561) | > loss_disc_real_4: 0.16393718123435974 (0.2299420963972807) | > loss_disc_real_5: 0.26307007670402527 (0.2684882413595915) | > loss_0: 2.156649589538574 (2.2500305175781246) | > loss_gen: 2.678804397583008 (2.7020462453365326) | > loss_kl: 2.035893440246582 (2.147315035263697) | > loss_feat: 8.26515007019043 (7.260598421096802) | > loss_mel: 19.65121841430664 (19.590338150660198) | > loss_duration: 2.4435763359069824 (2.2809345722198486) | > loss_1: 35.074642181396484 (33.98123240470888)  --> STEP: 25 | > loss_disc: 2.519357681274414 (2.260803604125976) | > loss_disc_real_0: 0.15211939811706543 (0.11602260515093804) | > loss_disc_real_1: 0.28696882724761963 (0.2027265179157257) | > loss_disc_real_2: 0.2870478630065918 (0.18704413801431655) | > loss_disc_real_3: 0.22622518241405487 (0.26274492084980006) | > loss_disc_real_4: 0.18545448780059814 (0.22816259205341338) | > loss_disc_real_5: 0.23329102993011475 (0.2670803529024124) | > loss_0: 2.519357681274414 (2.260803604125976) | > loss_gen: 2.3667824268341064 (2.6886356925964354) | > loss_kl: 2.4596502780914307 (2.1598084449768065) | > loss_feat: 6.775752544403076 (7.241204586029053) | > loss_mel: 16.82826805114746 (19.479855346679688) | > loss_duration: 2.2963385581970215 (2.2815507316589354) | > loss_1: 30.72679328918457 (33.851054840087905)  --> STEP: 26 | > loss_disc: 2.417397975921631 (2.266826464579655) | > loss_disc_real_0: 0.37380191683769226 (0.12593719406196704) | > loss_disc_real_1: 0.14250220358371735 (0.20041019813372538) | > loss_disc_real_2: 0.1029014065861702 (0.183807879113234) | > loss_disc_real_3: 0.05862601473927498 (0.2548941936917029) | > loss_disc_real_4: 0.12726004421710968 (0.22428172482894018) | > loss_disc_real_5: 0.23633868992328644 (0.2658979812493691) | > loss_0: 2.417397975921631 (2.266826464579655) | > loss_gen: 2.3398499488830566 (2.675220856299767) | > loss_kl: 1.9124295711517334 (2.1502938729066114) | > loss_feat: 13.966541290283203 (7.49987138234652) | > loss_mel: 19.858083724975586 (19.49440259199876) | > loss_duration: 2.296729564666748 (2.282134532928467) | > loss_1: 40.373634338378906 (34.101923282329864) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023012344653789815 (+1.767048468956584e-05) | > avg_loss_disc: 2.266826464579655 (-0.13116960342113826) | > avg_loss_disc_real_0: 0.12593719406196704 (+0.01952413039711806) | > avg_loss_disc_real_1: 0.20041019813372538 (+0.0329162977062738) | > avg_loss_disc_real_2: 0.183807879113234 (-0.05681737397725764) | > avg_loss_disc_real_3: 0.2548941936917029 (+0.04066120790174366) | > avg_loss_disc_real_4: 0.22428172482894018 (+0.018971840349527508) | > avg_loss_disc_real_5: 0.2658979812493691 (+0.08123090261450178) | > avg_loss_0: 2.266826464579655 (-0.13116960342113826) | > avg_loss_gen: 2.675220856299767 (+0.5119691857924829) | > avg_loss_kl: 2.1502938729066114 (-0.04687217565683266) | > avg_loss_feat: 7.49987138234652 (+0.7061914480649509) | > avg_loss_mel: 19.49440259199876 (+0.06117464945866047) | > avg_loss_duration: 2.282134532928467 (-0.004594793686500953) | > avg_loss_1: 34.101923282329864 (+1.2278684469369878)  > EPOCH: 147/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:23:07)   --> TIME: 2024-06-10 21:23:13 -- STEP: 14/330 -- GLOBAL_STEP: 136525 | > loss_disc: 2.2386341094970703 (2.2678751264299666) | > loss_disc_real_0: 0.14177003502845764 (0.1117829903960228) | > loss_disc_real_1: 0.18050262331962585 (0.20595883365188325) | > loss_disc_real_2: 0.20003873109817505 (0.2093410502587046) | > loss_disc_real_3: 0.20027415454387665 (0.20676683740956442) | > loss_disc_real_4: 0.19682516157627106 (0.20994010035480773) | > loss_disc_real_5: 0.18052537739276886 (0.20986745825835637) | > loss_0: 2.2386341094970703 (2.2678751264299666) | > grad_norm_0: tensor(10.8877, device='cuda:0') (tensor(14.4487, device='cuda:0')) | > loss_gen: 2.481937885284424 (2.566338453974043) | > loss_kl: 1.6192951202392578 (1.7172325679234095) | > loss_feat: 7.633169651031494 (7.1899009091513495) | > loss_mel: 19.501981735229492 (19.702658244541713) | > loss_duration: 2.1497113704681396 (2.2123557158878873) | > loss_1: 33.38609313964844 (33.388485772269114) | > grad_norm_1: tensor(247.2870, device='cuda:0') (tensor(128.5272, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3498 (0.3331463166645595) | > loader_time: 0.0031 (0.0030614307948521207)  --> TIME: 2024-06-10 21:23:21 -- STEP: 39/330 -- GLOBAL_STEP: 136550 | > loss_disc: 2.2394838333129883 (2.2629763101920104) | > loss_disc_real_0: 0.10930673778057098 (0.10929682354132335) | > loss_disc_real_1: 0.16348399221897125 (0.19887185593446097) | > loss_disc_real_2: 0.19672727584838867 (0.21246050603878805) | > loss_disc_real_3: 0.22809140384197235 (0.2179869138277494) | > loss_disc_real_4: 0.18574056029319763 (0.21229701813979027) | > loss_disc_real_5: 0.16205622255802155 (0.2086069813141456) | > loss_0: 2.2394838333129883 (2.2629763101920104) | > grad_norm_0: tensor(14.1770, device='cuda:0') (tensor(12.2434, device='cuda:0')) | > loss_gen: 2.6022982597351074 (2.5951134791741004) | > loss_kl: 1.8413925170898438 (1.696630224203452) | > loss_feat: 7.73945426940918 (7.30305274327596) | > loss_mel: 19.63825798034668 (19.70633135086451) | > loss_duration: 2.0935678482055664 (2.124633238865779) | > loss_1: 33.91497039794922 (33.42576085604154) | > grad_norm_1: tensor(172.4807, device='cuda:0') (tensor(139.1812, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3592 (0.3410467306772868) | > loader_time: 0.0032 (0.003236495531522311)  --> TIME: 2024-06-10 21:23:30 -- STEP: 64/330 -- GLOBAL_STEP: 136575 | > loss_disc: 2.410965919494629 (2.266670819371938) | > loss_disc_real_0: 0.1332252025604248 (0.10880312661174685) | > loss_disc_real_1: 0.24645540118217468 (0.20220013987272978) | > loss_disc_real_2: 0.2390746921300888 (0.2124174830969423) | > loss_disc_real_3: 0.2511458992958069 (0.22144154109992087) | > loss_disc_real_4: 0.22144325077533722 (0.21355181350372732) | > loss_disc_real_5: 0.24796999990940094 (0.21178306732326746) | > loss_0: 2.410965919494629 (2.266670819371938) | > grad_norm_0: tensor(9.3188, device='cuda:0') (tensor(11.2148, device='cuda:0')) | > loss_gen: 2.5003278255462646 (2.596548583358526) | > loss_kl: 1.7812321186065674 (1.6981430426239967) | > loss_feat: 7.536433696746826 (7.357149101793766) | > loss_mel: 20.113773345947266 (19.704698562622067) | > loss_duration: 2.0629031658172607 (2.094703007489443) | > loss_1: 33.99467086791992 (33.45124217867853) | > grad_norm_1: tensor(75.1244, device='cuda:0') (tensor(134.5185, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3475 (0.3449689783155918) | > loader_time: 0.0034 (0.003344062715768814)  --> TIME: 2024-06-10 21:23:39 -- STEP: 89/330 -- GLOBAL_STEP: 136600 | > loss_disc: 2.3026905059814453 (2.268222179305687) | > loss_disc_real_0: 0.14003852009773254 (0.10902774375811052) | > loss_disc_real_1: 0.20281101763248444 (0.2009715499837746) | > loss_disc_real_2: 0.21161948144435883 (0.21242869486299792) | > loss_disc_real_3: 0.22819854319095612 (0.22270502903488246) | > loss_disc_real_4: 0.2225293219089508 (0.2147990729701653) | > loss_disc_real_5: 0.22066304087638855 (0.21194011776634816) | > loss_0: 2.3026905059814453 (2.268222179305687) | > grad_norm_0: tensor(7.8767, device='cuda:0') (tensor(10.6706, device='cuda:0')) | > loss_gen: 2.5140304565429688 (2.591108914171711) | > loss_kl: 1.7861281633377075 (1.6927754570928852) | > loss_feat: 7.232710361480713 (7.397927846801415) | > loss_mel: 19.110300064086914 (19.667821691277318) | > loss_duration: 2.0917458534240723 (2.0823697508051153) | > loss_1: 32.73491668701172 (33.432003599874115) | > grad_norm_1: tensor(61.5547, device='cuda:0') (tensor(131.8188, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3377 (0.3467504442407843) | > loader_time: 0.0036 (0.003516931212350224)  --> TIME: 2024-06-10 21:23:49 -- STEP: 114/330 -- GLOBAL_STEP: 136625 | > loss_disc: 2.3020122051239014 (2.2662287385840165) | > loss_disc_real_0: 0.09254726767539978 (0.10922047103706159) | > loss_disc_real_1: 0.19686062633991241 (0.2007383411390739) | > loss_disc_real_2: 0.21554717421531677 (0.21360788951840318) | > loss_disc_real_3: 0.23845350742340088 (0.22212095114222744) | > loss_disc_real_4: 0.2661769688129425 (0.21412044214574913) | > loss_disc_real_5: 0.24327696859836578 (0.21172106122238593) | > loss_0: 2.3020122051239014 (2.2662287385840165) | > grad_norm_0: tensor(24.2662, device='cuda:0') (tensor(11.9303, device='cuda:0')) | > loss_gen: 2.688542127609253 (2.5915188182864264) | > loss_kl: 1.6992542743682861 (1.6997562322700233) | > loss_feat: 7.446011066436768 (7.3992273472903065) | > loss_mel: 20.326345443725586 (19.66139345001756) | > loss_duration: 2.066108226776123 (2.079073807649445) | > loss_1: 34.226261138916016 (33.43096963982836) | > grad_norm_1: tensor(263.0278, device='cuda:0') (tensor(157.5523, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3689 (0.35240945063139256) | > loader_time: 0.0045 (0.0036184181246841163)  --> TIME: 2024-06-10 21:23:58 -- STEP: 139/330 -- GLOBAL_STEP: 136650 | > loss_disc: 2.3679606914520264 (2.2646164499598442) | > loss_disc_real_0: 0.07013767957687378 (0.10911263155637024) | > loss_disc_real_1: 0.17642927169799805 (0.2006056700035822) | > loss_disc_real_2: 0.192488431930542 (0.2135820983768367) | > loss_disc_real_3: 0.23206961154937744 (0.22140802732474513) | > loss_disc_real_4: 0.19612856209278107 (0.21343274500301415) | > loss_disc_real_5: 0.2083761841058731 (0.21028092117618313) | > loss_0: 2.3679606914520264 (2.2646164499598442) | > grad_norm_0: tensor(16.1192, device='cuda:0') (tensor(14.4968, device='cuda:0')) | > loss_gen: 2.4885599613189697 (2.5925523891723405) | > loss_kl: 1.6081264019012451 (1.704614633278881) | > loss_feat: 6.890469551086426 (7.383254706430778) | > loss_mel: 19.654949188232422 (19.70126555463393) | > loss_duration: 2.147204637527466 (2.0806777837465136) | > loss_1: 32.789310455322266 (33.462365074981044) | > grad_norm_1: tensor(351.6175, device='cuda:0') (tensor(175.8040, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3538 (0.3552259678463284) | > loader_time: 0.0048 (0.003711623253582193)  --> TIME: 2024-06-10 21:24:08 -- STEP: 164/330 -- GLOBAL_STEP: 136675 | > loss_disc: 2.083437204360962 (2.2660537362098685) | > loss_disc_real_0: 0.14610110223293304 (0.11030144067254004) | > loss_disc_real_1: 0.1997656673192978 (0.20052496734552266) | > loss_disc_real_2: 0.21581695973873138 (0.2136970627598646) | > loss_disc_real_3: 0.19793200492858887 (0.22132151019645901) | > loss_disc_real_4: 0.18283237516880035 (0.21351513657264592) | > loss_disc_real_5: 0.18481315672397614 (0.20964029504031664) | > loss_0: 2.083437204360962 (2.2660537362098685) | > grad_norm_0: tensor(17.6911, device='cuda:0') (tensor(16.0772, device='cuda:0')) | > loss_gen: 2.832982301712036 (2.597786423636645) | > loss_kl: 1.6933610439300537 (1.7008639624932917) | > loss_feat: 8.388731956481934 (7.404070796036139) | > loss_mel: 19.22296905517578 (19.706458580203172) | > loss_duration: 2.1555614471435547 (2.0816494415446023) | > loss_1: 34.293601989746094 (33.490829188649265) | > grad_norm_1: tensor(71.0968, device='cuda:0') (tensor(193.6951, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3834 (0.35834588219479807) | > loader_time: 0.0043 (0.003834464201113073)  --> TIME: 2024-06-10 21:24:18 -- STEP: 189/330 -- GLOBAL_STEP: 136700 | > loss_disc: 2.29451060295105 (2.2604671722997414) | > loss_disc_real_0: 0.08580907434225082 (0.10998945919767254) | > loss_disc_real_1: 0.2110453099012375 (0.20000016437005744) | > loss_disc_real_2: 0.22959978878498077 (0.21299444328224848) | > loss_disc_real_3: 0.20884214341640472 (0.22103967080040585) | > loss_disc_real_4: 0.22345110774040222 (0.21287202850851433) | > loss_disc_real_5: 0.20830340683460236 (0.20895375224648324) | > loss_0: 2.29451060295105 (2.2604671722997414) | > grad_norm_0: tensor(31.6698, device='cuda:0') (tensor(17.5820, device='cuda:0')) | > loss_gen: 2.7335376739501953 (2.610821810979691) | > loss_kl: 1.6630491018295288 (1.6932969358232286) | > loss_feat: 8.253826141357422 (7.464250466180226) | > loss_mel: 19.93116569519043 (19.69695989417021) | > loss_duration: 2.1495227813720703 (2.086968545560483) | > loss_1: 34.731101989746094 (33.55229758207132) | > grad_norm_1: tensor(501.0369, device='cuda:0') (tensor(212.8473, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.3933 (0.361756162037925) | > loader_time: 0.0046 (0.0039365581734470585)  --> TIME: 2024-06-10 21:24:28 -- STEP: 214/330 -- GLOBAL_STEP: 136725 | > loss_disc: 2.366809129714966 (2.261919871668949) | > loss_disc_real_0: 0.11469091475009918 (0.11199040636072088) | > loss_disc_real_1: 0.22487705945968628 (0.1996725578313676) | > loss_disc_real_2: 0.24307283759117126 (0.21338311408724742) | > loss_disc_real_3: 0.2271263599395752 (0.22068677842617035) | > loss_disc_real_4: 0.1974083036184311 (0.212523148926062) | > loss_disc_real_5: 0.19194459915161133 (0.20895102724572204) | > loss_0: 2.366809129714966 (2.261919871668949) | > grad_norm_0: tensor(33.5673, device='cuda:0') (tensor(20.5686, device='cuda:0')) | > loss_gen: 2.335113525390625 (2.6131792948624795) | > loss_kl: 1.7021782398223877 (1.6966278876099632) | > loss_feat: 6.783855438232422 (7.493970632553101) | > loss_mel: 17.933591842651367 (19.676022814813056) | > loss_duration: 2.179539203643799 (2.0927860714564814) | > loss_1: 30.934276580810547 (33.572586638905214) | > grad_norm_1: tensor(168.6135, device='cuda:0') (tensor(227.1746, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.4011 (0.36610651573288094) | > loader_time: 0.006 (0.004089459080562413)  --> TIME: 2024-06-10 21:24:38 -- STEP: 239/330 -- GLOBAL_STEP: 136750 | > loss_disc: 2.1156668663024902 (2.2528884834824248) | > loss_disc_real_0: 0.04836961627006531 (0.10885666455746193) | > loss_disc_real_1: 0.178831085562706 (0.1991751576193207) | > loss_disc_real_2: 0.25594574213027954 (0.21387898080269163) | > loss_disc_real_3: 0.25833502411842346 (0.22063545234283144) | > loss_disc_real_4: 0.2268262356519699 (0.21148067279465527) | > loss_disc_real_5: 0.21448512375354767 (0.20820588041798338) | > loss_0: 2.1156668663024902 (2.2528884834824248) | > grad_norm_0: tensor(8.5664, device='cuda:0') (tensor(20.6696, device='cuda:0')) | > loss_gen: 2.948613166809082 (2.6385696562763035) | > loss_kl: 1.6730254888534546 (1.6959714011667164) | > loss_feat: 7.717912197113037 (7.5576126186418735) | > loss_mel: 18.748735427856445 (19.66722019147673) | > loss_duration: 2.122469186782837 (2.0995768862289377) | > loss_1: 33.210758209228516 (33.65895070989762) | > grad_norm_1: tensor(197.3175, device='cuda:0') (tensor(229.6011, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.4108 (0.3704605740982118) | > loader_time: 0.0055 (0.004229044814488878)  --> TIME: 2024-06-10 21:24:49 -- STEP: 264/330 -- GLOBAL_STEP: 136775 | > loss_disc: 2.3041043281555176 (2.25518609763998) | > loss_disc_real_0: 0.1127801239490509 (0.1083421833305196) | > loss_disc_real_1: 0.280826598405838 (0.19899600287052718) | > loss_disc_real_2: 0.18453112244606018 (0.21426498201308827) | > loss_disc_real_3: 0.1976807862520218 (0.22027674706822092) | > loss_disc_real_4: 0.19176697731018066 (0.2124766188984116) | > loss_disc_real_5: 0.187203511595726 (0.20885994601430313) | > loss_0: 2.3041043281555176 (2.25518609763998) | > grad_norm_0: tensor(93.5994, device='cuda:0') (tensor(21.0748, device='cuda:0')) | > loss_gen: 2.5333030223846436 (2.6377556423346196) | > loss_kl: 1.8178774118423462 (1.696135494745139) | > loss_feat: 7.669778347015381 (7.558723686319409) | > loss_mel: 18.297073364257812 (19.64070709546407) | > loss_duration: 2.2034459114074707 (2.1059944033622746) | > loss_1: 32.52147674560547 (33.6393162842953) | > grad_norm_1: tensor(569.0076, device='cuda:0') (tensor(236.4879, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.43 (0.3754927199898343) | > loader_time: 0.0062 (0.00436848672953519)  --> TIME: 2024-06-10 21:25:00 -- STEP: 289/330 -- GLOBAL_STEP: 136800 | > loss_disc: 2.27018141746521 (2.256867459488575) | > loss_disc_real_0: 0.08338817954063416 (0.10888253188463233) | > loss_disc_real_1: 0.2028515338897705 (0.1991712063757194) | > loss_disc_real_2: 0.21073167026042938 (0.2145730981983528) | > loss_disc_real_3: 0.20907573401927948 (0.220398216769357) | > loss_disc_real_4: 0.20527835190296173 (0.2132650747070263) | > loss_disc_real_5: 0.19600440561771393 (0.20893506948098176) | > loss_0: 2.27018141746521 (2.256867459488575) | > grad_norm_0: tensor(25.0082, device='cuda:0') (tensor(22.5894, device='cuda:0')) | > loss_gen: 2.58223295211792 (2.642059713086455) | > loss_kl: 1.4972975254058838 (1.6954395115169276) | > loss_feat: 7.345165729522705 (7.587048525628747) | > loss_mel: 18.01022720336914 (19.618628973779384) | > loss_duration: 2.2471132278442383 (2.114164750056285) | > loss_1: 31.682037353515625 (33.657341419206794) | > grad_norm_1: tensor(370.3619, device='cuda:0') (tensor(257.9265, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.4491 (0.3811249411229855) | > loader_time: 0.0068 (0.004544192119453193)  --> TIME: 2024-06-10 21:25:13 -- STEP: 314/330 -- GLOBAL_STEP: 136825 | > loss_disc: 2.179502487182617 (2.2586995124057605) | > loss_disc_real_0: 0.0864444449543953 (0.10993790728556123) | > loss_disc_real_1: 0.21891053020954132 (0.20001759797714314) | > loss_disc_real_2: 0.198421910405159 (0.21436347470731493) | > loss_disc_real_3: 0.20013490319252014 (0.2205961698274703) | > loss_disc_real_4: 0.1998111605644226 (0.2128972490644379) | > loss_disc_real_5: 0.18367409706115723 (0.2086322954410959) | > loss_0: 2.179502487182617 (2.2586995124057605) | > grad_norm_0: tensor(26.5666, device='cuda:0') (tensor(23.8778, device='cuda:0')) | > loss_gen: 2.6462180614471436 (2.645907172731533) | > loss_kl: 1.7922946214675903 (1.6933654759340226) | > loss_feat: 8.105504035949707 (7.609894400189637) | > loss_mel: 19.491058349609375 (19.580687820531764) | > loss_duration: 2.3015193939208984 (2.125868362226306) | > loss_1: 34.33659362792969 (33.65572317086971) | > grad_norm_1: tensor(325.1866, device='cuda:0') (tensor(269.2317, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.5273 (0.3896437997271302) | > loader_time: 0.0079 (0.004744074906513191)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3427045345306396 (2.3427045345306396) | > loss_disc_real_0: 0.12593020498752594 (0.12593020498752594) | > loss_disc_real_1: 0.21261344850063324 (0.21261344850063324) | > loss_disc_real_2: 0.3036896586418152 (0.3036896586418152) | > loss_disc_real_3: 0.25872498750686646 (0.25872498750686646) | > loss_disc_real_4: 0.2749977707862854 (0.2749977707862854) | > loss_disc_real_5: 0.21754197776317596 (0.21754197776317596) | > loss_0: 2.3427045345306396 (2.3427045345306396) | > loss_gen: 2.913386583328247 (2.913386583328247) | > loss_kl: 2.5273995399475098 (2.5273995399475098) | > loss_feat: 5.962431907653809 (5.962431907653809) | > loss_mel: 17.378299713134766 (17.378299713134766) | > loss_duration: 2.9527997970581055 (2.9527997970581055) | > loss_1: 31.734317779541016 (31.734317779541016)  --> STEP: 1 | > loss_disc: 2.2407848834991455 (2.2407848834991455) | > loss_disc_real_0: 0.06280092895030975 (0.06280092895030975) | > loss_disc_real_1: 0.15904739499092102 (0.15904739499092102) | > loss_disc_real_2: 0.2026374489068985 (0.2026374489068985) | > loss_disc_real_3: 0.2734488844871521 (0.2734488844871521) | > loss_disc_real_4: 0.2908188998699188 (0.2908188998699188) | > loss_disc_real_5: 0.352306604385376 (0.352306604385376) | > loss_0: 2.2407848834991455 (2.2407848834991455) | > loss_gen: 2.67659330368042 (2.67659330368042) | > loss_kl: 2.133906841278076 (2.133906841278076) | > loss_feat: 7.083034992218018 (7.083034992218018) | > loss_mel: 21.47551727294922 (21.47551727294922) | > loss_duration: 2.3382081985473633 (2.3382081985473633) | > loss_1: 35.70726013183594 (35.70726013183594)  --> STEP: 2 | > loss_disc: 2.532566785812378 (2.3866758346557617) | > loss_disc_real_0: 0.11187702417373657 (0.08733897656202316) | > loss_disc_real_1: 0.2397197037935257 (0.19938354939222336) | > loss_disc_real_2: 0.28327974677085876 (0.24295859783887863) | > loss_disc_real_3: 0.34209439158439636 (0.30777163803577423) | > loss_disc_real_4: 0.2919515371322632 (0.291385218501091) | > loss_disc_real_5: 0.32187172770500183 (0.3370891660451889) | > loss_0: 2.532566785812378 (2.3866758346557617) | > loss_gen: 2.6161816120147705 (2.646387457847595) | > loss_kl: 2.226806402206421 (2.1803566217422485) | > loss_feat: 5.775189399719238 (6.429112195968628) | > loss_mel: 20.835357666015625 (21.155437469482422) | > loss_duration: 2.3613829612731934 (2.3497955799102783) | > loss_1: 33.814918518066406 (34.76108932495117)  --> STEP: 3 | > loss_disc: 2.397481918334961 (2.390277862548828) | > loss_disc_real_0: 0.09420217573642731 (0.08962670962015788) | > loss_disc_real_1: 0.26593032479286194 (0.22156580785910288) | > loss_disc_real_2: 0.19626674056053162 (0.22739464541276297) | > loss_disc_real_3: 0.19422367215156555 (0.26992231607437134) | > loss_disc_real_4: 0.2768024802207947 (0.28652430574099225) | > loss_disc_real_5: 0.3364917039871216 (0.33689001202583313) | > loss_0: 2.397481918334961 (2.390277862548828) | > loss_gen: 2.6716010570526123 (2.654791990915934) | > loss_kl: 2.405564785003662 (2.255426009496053) | > loss_feat: 6.383846282958984 (6.414023558298747) | > loss_mel: 20.650659561157227 (20.987178166707356) | > loss_duration: 2.214090585708618 (2.304560581843058) | > loss_1: 34.32576370239258 (34.615980784098305)  --> STEP: 4 | > loss_disc: 2.325326919555664 (2.374040126800537) | > loss_disc_real_0: 0.09478696435689926 (0.09091677330434322) | > loss_disc_real_1: 0.18461160361766815 (0.2123272567987442) | > loss_disc_real_2: 0.2955438792705536 (0.24443195387721062) | > loss_disc_real_3: 0.1977280080318451 (0.2518737390637398) | > loss_disc_real_4: 0.2002686709165573 (0.2649603970348835) | > loss_disc_real_5: 0.20715220272541046 (0.30445555970072746) | > loss_0: 2.325326919555664 (2.374040126800537) | > loss_gen: 2.3057656288146973 (2.567535400390625) | > loss_kl: 2.5911028385162354 (2.3393452167510986) | > loss_feat: 7.843247890472412 (6.771329641342163) | > loss_mel: 18.89776039123535 (20.464823722839355) | > loss_duration: 2.2653675079345703 (2.2947623133659363) | > loss_1: 33.90324401855469 (34.4377965927124)  --> STEP: 5 | > loss_disc: 1.8163414001464844 (2.2625003814697267) | > loss_disc_real_0: 0.08496703207492828 (0.08972682505846023) | > loss_disc_real_1: 0.30180084705352783 (0.23022197484970092) | > loss_disc_real_2: 0.19527260959148407 (0.2346000850200653) | > loss_disc_real_3: 0.1504102349281311 (0.23158103823661805) | > loss_disc_real_4: 0.15829770267009735 (0.24362785816192628) | > loss_disc_real_5: 0.12946413457393646 (0.2694572746753693) | > loss_0: 1.8163414001464844 (2.2625003814697267) | > loss_gen: 3.1890594959259033 (2.6918402194976805) | > loss_kl: 1.8847771883010864 (2.248431611061096) | > loss_feat: 8.748448371887207 (7.1667533874511715) | > loss_mel: 21.039819717407227 (20.57982292175293) | > loss_duration: 2.3438174724578857 (2.304573345184326) | > loss_1: 37.20592498779297 (34.99142227172852)  --> STEP: 6 | > loss_disc: 2.4833879470825195 (2.2993149757385254) | > loss_disc_real_0: 0.06114170700311661 (0.08496263871590297) | > loss_disc_real_1: 0.26379141211509705 (0.23581688106060028) | > loss_disc_real_2: 0.2791355550289154 (0.24202266335487366) | > loss_disc_real_3: 0.30369019508361816 (0.2435992310444514) | > loss_disc_real_4: 0.266091525554657 (0.24737180272738138) | > loss_disc_real_5: 0.31718894839286804 (0.2774125536282857) | > loss_0: 2.4833879470825195 (2.2993149757385254) | > loss_gen: 2.5107040405273438 (2.661650856335958) | > loss_kl: 2.32470703125 (2.2611441810925803) | > loss_feat: 5.529537677764893 (6.893884102503459) | > loss_mel: 19.453306198120117 (20.392070134480793) | > loss_duration: 2.1103692054748535 (2.2722059885660806) | > loss_1: 31.92862319946289 (34.48095575968424)  --> STEP: 7 | > loss_disc: 2.3901095390319824 (2.3122856276375905) | > loss_disc_real_0: 0.08625759184360504 (0.0851476320198604) | > loss_disc_real_1: 0.1800430566072464 (0.2278491918529783) | > loss_disc_real_2: 0.18655960261821747 (0.23409936896392278) | > loss_disc_real_3: 0.24053418636322021 (0.24316136751856124) | > loss_disc_real_4: 0.2686689794063568 (0.2504142565386636) | > loss_disc_real_5: 0.35285109281539917 (0.28818948779787334) | > loss_0: 2.3901095390319824 (2.3122856276375905) | > loss_gen: 2.4204702377319336 (2.6271964822496687) | > loss_kl: 2.282166004180908 (2.264147298676627) | > loss_feat: 6.204765796661377 (6.795438630240304) | > loss_mel: 21.698976516723633 (20.57877104622977) | > loss_duration: 2.420999526977539 (2.2934622083391463) | > loss_1: 35.027381896972656 (34.55901663643973)  --> STEP: 8 | > loss_disc: 2.27437686920166 (2.3075470328330994) | > loss_disc_real_0: 0.1597478985786438 (0.09447266533970833) | > loss_disc_real_1: 0.23493362963199615 (0.22873474657535553) | > loss_disc_real_2: 0.1795472353696823 (0.22728035226464272) | > loss_disc_real_3: 0.24541009962558746 (0.2434424590319395) | > loss_disc_real_4: 0.17228350043296814 (0.2406479120254517) | > loss_disc_real_5: 0.20487132668495178 (0.27777471765875816) | > loss_0: 2.27437686920166 (2.3075470328330994) | > loss_gen: 2.3015007972717285 (2.586484521627426) | > loss_kl: 2.6702957153320312 (2.3149158507585526) | > loss_feat: 5.26893949508667 (6.6046262383461) | > loss_mel: 15.286105155944824 (19.917187809944153) | > loss_duration: 2.199833869934082 (2.281758666038513) | > loss_1: 27.726673126220703 (33.70497369766235)  --> STEP: 9 | > loss_disc: 2.527123212814331 (2.331944386164347) | > loss_disc_real_0: 0.10734877735376358 (0.09590334445238113) | > loss_disc_real_1: 0.15261973440647125 (0.22027752300103506) | > loss_disc_real_2: 0.29247578978538513 (0.23452428976694742) | > loss_disc_real_3: 0.19888457655906677 (0.2384915832016203) | > loss_disc_real_4: 0.27827221155166626 (0.24482838975058663) | > loss_disc_real_5: 0.34536388516426086 (0.2852846251593696) | > loss_0: 2.527123212814331 (2.331944386164347) | > loss_gen: 2.3267078399658203 (2.5576204458872476) | > loss_kl: 2.4793906211853027 (2.333190825250414) | > loss_feat: 7.097970485687256 (6.65944226582845) | > loss_mel: 20.383136749267578 (19.968959914313423) | > loss_duration: 2.1159939765930176 (2.263340367211236) | > loss_1: 34.403202056884766 (33.782554626464844)  --> STEP: 10 | > loss_disc: 2.3880674839019775 (2.3375566959381104) | > loss_disc_real_0: 0.12036572396755219 (0.09834958240389824) | > loss_disc_real_1: 0.2878599166870117 (0.22703576236963272) | > loss_disc_real_2: 0.267493337392807 (0.23782119452953338) | > loss_disc_real_3: 0.25298696756362915 (0.2399411216378212) | > loss_disc_real_4: 0.23150093853473663 (0.2434956446290016) | > loss_disc_real_5: 0.1979096680879593 (0.27654712945222854) | > loss_0: 2.3880674839019775 (2.3375566959381104) | > loss_gen: 2.579430341720581 (2.559801435470581) | > loss_kl: 2.023409366607666 (2.302212679386139) | > loss_feat: 5.895724296569824 (6.583070468902588) | > loss_mel: 18.553192138671875 (19.82738313674927) | > loss_duration: 2.262732982635498 (2.2632796287536623) | > loss_1: 31.314489364624023 (33.53574810028076)  --> STEP: 11 | > loss_disc: 2.307708501815796 (2.334843223745173) | > loss_disc_real_0: 0.06908223032951355 (0.09568891403349963) | > loss_disc_real_1: 0.21842829883098602 (0.2262532656843012) | > loss_disc_real_2: 0.19511866569519043 (0.23393914645368402) | > loss_disc_real_3: 0.24458792805671692 (0.24036355858499353) | > loss_disc_real_4: 0.20739322900772095 (0.24021360684524884) | > loss_disc_real_5: 0.2416437566280365 (0.2733740955591202) | > loss_0: 2.307708501815796 (2.334843223745173) | > loss_gen: 2.3110320568084717 (2.537186037410389) | > loss_kl: 2.1181302070617676 (2.2854779091748325) | > loss_feat: 7.101781845092773 (6.630226048556241) | > loss_mel: 18.90153694152832 (19.74321530082009) | > loss_duration: 2.358123302459717 (2.271901780908758) | > loss_1: 32.79060363769531 (33.46800769459117)  --> STEP: 12 | > loss_disc: 2.2994284629821777 (2.3318919936815896) | > loss_disc_real_0: 0.05697231739759445 (0.09246253098050754) | > loss_disc_real_1: 0.2641575336456299 (0.22941195468107858) | > loss_disc_real_2: 0.26240023970603943 (0.23631090422471365) | > loss_disc_real_3: 0.19175058603286743 (0.23631247753898302) | > loss_disc_real_4: 0.1829373687505722 (0.2354405870040258) | > loss_disc_real_5: 0.16159199178218842 (0.2640589202443759) | > loss_0: 2.2994284629821777 (2.3318919936815896) | > loss_gen: 2.4014575481414795 (2.5258753299713135) | > loss_kl: 2.453359603881836 (2.299468050400416) | > loss_feat: 6.7281174659729 (6.638383666674296) | > loss_mel: 20.104164123535156 (19.77329436937968) | > loss_duration: 2.1943283081054688 (2.2654373248418174) | > loss_1: 33.88142395019531 (33.502459049224846)  --> STEP: 13 | > loss_disc: 2.0488221645355225 (2.3101173914395847) | > loss_disc_real_0: 0.08777517080307007 (0.09210196481301235) | > loss_disc_real_1: 0.30625370144844055 (0.23532285827856797) | > loss_disc_real_2: 0.25547537207603455 (0.23778509405943063) | > loss_disc_real_3: 0.19572891294956207 (0.23319066487825835) | > loss_disc_real_4: 0.1689014881849289 (0.23032219478717217) | > loss_disc_real_5: 0.1682700514793396 (0.2566905457239885) | > loss_0: 2.0488221645355225 (2.3101173914395847) | > loss_gen: 2.9161646366119385 (2.5558975843282847) | > loss_kl: 2.06701922416687 (2.281587371459374) | > loss_feat: 8.677154541015625 (6.795212195469783) | > loss_mel: 19.99595832824707 (19.790422366215633) | > loss_duration: 2.1462879180908203 (2.2562719858609714) | > loss_1: 35.802581787109375 (33.67939156752365)  --> STEP: 14 | > loss_disc: 1.985759973526001 (2.286949004445757) | > loss_disc_real_0: 0.12514887750148773 (0.09446245857647487) | > loss_disc_real_1: 0.1354282647371292 (0.2281875301684652) | > loss_disc_real_2: 0.16017495095729828 (0.23224151240927832) | > loss_disc_real_3: 0.1327114701271057 (0.22601357953889029) | > loss_disc_real_4: 0.15928679704666138 (0.2252482378057071) | > loss_disc_real_5: 0.12714684009552002 (0.24743742389338358) | > loss_0: 1.985759973526001 (2.286949004445757) | > loss_gen: 2.3416123390197754 (2.5405914953776767) | > loss_kl: 2.0577595233917236 (2.2655996680259705) | > loss_feat: 8.03222942352295 (6.883570568902152) | > loss_mel: 21.587472915649414 (19.918783119746617) | > loss_duration: 2.330216407775879 (2.2615537302834645) | > loss_1: 36.34928894042969 (33.870098522731226)  --> STEP: 15 | > loss_disc: 2.3252201080322266 (2.2895004113515216) | > loss_disc_real_0: 0.14194834232330322 (0.09762818415959676) | > loss_disc_real_1: 0.16395720839500427 (0.22390550871690115) | > loss_disc_real_2: 0.22769974172115326 (0.23193872769673665) | > loss_disc_real_3: 0.2872258126735687 (0.2300943950812022) | > loss_disc_real_4: 0.25240427255630493 (0.22705864012241364) | > loss_disc_real_5: 0.30331528186798096 (0.2511626144250234) | > loss_0: 2.3252201080322266 (2.2895004113515216) | > loss_gen: 2.6088101863861084 (2.5451394081115724) | > loss_kl: 2.2802300453186035 (2.266575026512146) | > loss_feat: 6.78260612487793 (6.876839605967204) | > loss_mel: 20.17430877685547 (19.935818163553872) | > loss_duration: 2.258647918701172 (2.261360009511312) | > loss_1: 34.1046028137207 (33.88573214213053)  --> STEP: 16 | > loss_disc: 2.5206637382507324 (2.3039481192827225) | > loss_disc_real_0: 0.0963955670595169 (0.09755114559084177) | > loss_disc_real_1: 0.24202898144721985 (0.22503822576254606) | > loss_disc_real_2: 0.24958626925945282 (0.23304169904440641) | > loss_disc_real_3: 0.28779345750808716 (0.2337005864828825) | > loss_disc_real_4: 0.25309908390045166 (0.228686167858541) | > loss_disc_real_5: 0.22312496602535248 (0.24941026140004396) | > loss_0: 2.5206637382507324 (2.3039481192827225) | > loss_gen: 2.299628257751465 (2.5297949612140656) | > loss_kl: 2.075791835784912 (2.254651077091694) | > loss_feat: 9.068977355957031 (7.013848215341568) | > loss_mel: 19.066598892211914 (19.881491959095) | > loss_duration: 2.3417372703552246 (2.2663835883140564) | > loss_1: 34.85273361206055 (33.94616973400116)  --> STEP: 17 | > loss_disc: 2.5089361667633057 (2.316006239722757) | > loss_disc_real_0: 0.09837104380130768 (0.09759937489733976) | > loss_disc_real_1: 0.2501941919326782 (0.22651798847843618) | > loss_disc_real_2: 0.2976143956184387 (0.23684009296052597) | > loss_disc_real_3: 0.2617987394332886 (0.23535341900937698) | > loss_disc_real_4: 0.27540796995162964 (0.23143450915813446) | > loss_disc_real_5: 0.34352582693099976 (0.254946471137159) | > loss_0: 2.5089361667633057 (2.316006239722757) | > loss_gen: 2.563566207885742 (2.5317815051359287) | > loss_kl: 1.522294521331787 (2.211571279694052) | > loss_feat: 5.940734386444092 (6.950723872465246) | > loss_mel: 18.032127380371094 (19.77270580740536) | > loss_duration: 2.3008437156677246 (2.268410654628978) | > loss_1: 30.35956573486328 (33.73519302816952)  --> STEP: 18 | > loss_disc: 2.1592326164245605 (2.3072965939839682) | > loss_disc_real_0: 0.03638612851500511 (0.09419863898721006) | > loss_disc_real_1: 0.23116646707057953 (0.2267762372891108) | > loss_disc_real_2: 0.16886939108371735 (0.2330639428562588) | > loss_disc_real_3: 0.19293060898780823 (0.23299659623040092) | > loss_disc_real_4: 0.22326985001564026 (0.23098091698355144) | > loss_disc_real_5: 0.22392360866069794 (0.2532229787773556) | > loss_0: 2.1592326164245605 (2.3072965939839682) | > loss_gen: 2.5176198482513428 (2.5309947464201183) | > loss_kl: 2.1146962642669678 (2.2061893343925476) | > loss_feat: 8.623787879943848 (7.043671872880724) | > loss_mel: 21.619239807128906 (19.875291029612224) | > loss_duration: 2.19199800491333 (2.264165507422553) | > loss_1: 37.06734085083008 (33.920312351650665)  --> STEP: 19 | > loss_disc: 2.378276824951172 (2.311032395613821) | > loss_disc_real_0: 0.08525597304105759 (0.0937279723584652) | > loss_disc_real_1: 0.190378800034523 (0.2248605826967641) | > loss_disc_real_2: 0.26255902647972107 (0.2346163156785463) | > loss_disc_real_3: 0.22528794407844543 (0.2325908776960875) | > loss_disc_real_4: 0.29463323950767517 (0.23433103922166323) | > loss_disc_real_5: 0.2974962294101715 (0.2555531498632933) | > loss_0: 2.378276824951172 (2.311032395613821) | > loss_gen: 2.467686414718628 (2.527662728962145) | > loss_kl: 1.6286892890930176 (2.1757945951662565) | > loss_feat: 6.2225341796875 (7.000454099554765) | > loss_mel: 18.0747013092041 (19.780523149590742) | > loss_duration: 2.2743642330169678 (2.2647022824538383) | > loss_1: 30.6679744720459 (33.749136673776725)  --> STEP: 20 | > loss_disc: 2.0455055236816406 (2.297756052017212) | > loss_disc_real_0: 0.15452338755130768 (0.09676774311810732) | > loss_disc_real_1: 0.1389113962650299 (0.2205631233751774) | > loss_disc_real_2: 0.20739619433879852 (0.2332553096115589) | > loss_disc_real_3: 0.20353557169437408 (0.23113811239600182) | > loss_disc_real_4: 0.21998293697834015 (0.23361363410949706) | > loss_disc_real_5: 0.18478326499462128 (0.2520146556198597) | > loss_0: 2.0455055236816406 (2.297756052017212) | > loss_gen: 3.144146203994751 (2.5584869027137755) | > loss_kl: 1.9611526727676392 (2.165062499046326) | > loss_feat: 8.537988662719727 (7.077330827713013) | > loss_mel: 21.997703552246094 (19.89138216972351) | > loss_duration: 2.3380885124206543 (2.268371593952179) | > loss_1: 37.97908020019531 (33.96063385009766)  --> STEP: 21 | > loss_disc: 2.5968329906463623 (2.3119978109995523) | > loss_disc_real_0: 0.11217345297336578 (0.0975013483493101) | > loss_disc_real_1: 0.26284098625183105 (0.22257635494073233) | > loss_disc_real_2: 0.2813648581504822 (0.2355462404943648) | > loss_disc_real_3: 0.20859573781490326 (0.23006466598737807) | > loss_disc_real_4: 0.2689981758594513 (0.2352986122880663) | > loss_disc_real_5: 0.3112722337245941 (0.25483644505341846) | > loss_0: 2.5968329906463623 (2.3119978109995523) | > loss_gen: 2.3346619606018066 (2.547828572137015) | > loss_kl: 1.7445231676101685 (2.145036816596985) | > loss_feat: 5.9707465171813965 (7.024636336735317) | > loss_mel: 17.210739135742188 (19.763732501438685) | > loss_duration: 2.1239523887634277 (2.2614944889431907) | > loss_1: 29.38462257385254 (33.74272855122884)  --> STEP: 22 | > loss_disc: 2.2096004486083984 (2.3073433854363183) | > loss_disc_real_0: 0.06005292385816574 (0.09579914723607627) | > loss_disc_real_1: 0.14252720773220062 (0.2189377573403445) | > loss_disc_real_2: 0.18997493386268616 (0.23347481746565213) | > loss_disc_real_3: 0.20332269370555878 (0.22884912179274994) | > loss_disc_real_4: 0.23375438153743744 (0.23522841998121954) | > loss_disc_real_5: 0.24338673055171967 (0.2543160034851594) | > loss_0: 2.2096004486083984 (2.3073433854363183) | > loss_gen: 2.221919059753418 (2.533014503392306) | > loss_kl: 1.9755473136901855 (2.1373327482830393) | > loss_feat: 6.465732097625732 (6.999231598593972) | > loss_mel: 18.411115646362305 (19.702249917117033) | > loss_duration: 2.134251117706299 (2.2557106993415137) | > loss_1: 31.20856475830078 (33.627539287913926)  --> STEP: 23 | > loss_disc: 2.3936872482299805 (2.311097466427347) | > loss_disc_real_0: 0.1061631441116333 (0.0962497557958831) | > loss_disc_real_1: 0.2024298757314682 (0.21822002335734988) | > loss_disc_real_2: 0.2176433503627777 (0.2327864928090054) | > loss_disc_real_3: 0.18455404043197632 (0.2269232486901076) | > loss_disc_real_4: 0.18750447034835815 (0.23315346564935602) | > loss_disc_real_5: 0.1820487231016159 (0.2511739478163097) | > loss_0: 2.3936872482299805 (2.311097466427347) | > loss_gen: 2.1525609493255615 (2.516473044519839) | > loss_kl: 2.6840603351593018 (2.1611035129298335) | > loss_feat: 5.6533098220825195 (6.940713260484778) | > loss_mel: 18.210506439208984 (19.637391505034074) | > loss_duration: 2.289045810699463 (2.2571600520092505) | > loss_1: 30.989482879638672 (33.512841183206305)  --> STEP: 24 | > loss_disc: 2.383228063583374 (2.314102907975515) | > loss_disc_real_0: 0.05917425453662872 (0.09470494324341416) | > loss_disc_real_1: 0.17462283372879028 (0.21640347378949323) | > loss_disc_real_2: 0.2363540083169937 (0.23293513928850493) | > loss_disc_real_3: 0.2524784803390503 (0.22798805000881353) | > loss_disc_real_4: 0.1807147115468979 (0.2309685175617536) | > loss_disc_real_5: 0.1748419553041458 (0.24799344812830285) | > loss_0: 2.383228063583374 (2.314102907975515) | > loss_gen: 2.133727788925171 (2.5005253255367275) | > loss_kl: 2.215193271636963 (2.1633572528759637) | > loss_feat: 6.663455963134766 (6.929160873095195) | > loss_mel: 19.74161148071289 (19.64173400402069) | > loss_duration: 2.4216432571411133 (2.264013518889745) | > loss_1: 33.17563247680664 (33.49879082043965)  --> STEP: 25 | > loss_disc: 2.2961413860321045 (2.3133844470977785) | > loss_disc_real_0: 0.1278209537267685 (0.09602958366274833) | > loss_disc_real_1: 0.21597065031528473 (0.2163861608505249) | > loss_disc_real_2: 0.26101818680763245 (0.23405846118927) | > loss_disc_real_3: 0.20248855650424957 (0.22696807026863097) | > loss_disc_real_4: 0.16080275177955627 (0.22816188693046568) | > loss_disc_real_5: 0.13533225655555725 (0.24348700046539304) | > loss_0: 2.2961413860321045 (2.3133844470977785) | > loss_gen: 2.2538836002349854 (2.4906596565246577) | > loss_kl: 2.3196990489959717 (2.169610924720764) | > loss_feat: 7.451511859893799 (6.950054912567139) | > loss_mel: 16.129070281982422 (19.50122745513916) | > loss_duration: 2.311269998550415 (2.2659037780761717) | > loss_1: 30.46543312072754 (33.37745651245117)  --> STEP: 26 | > loss_disc: 1.5296465158462524 (2.2832406805111813) | > loss_disc_real_0: 0.13733252882957458 (0.09761815847685704) | > loss_disc_real_1: 0.0929216742515564 (0.21163752675056458) | > loss_disc_real_2: 0.09467519074678421 (0.22869756617225134) | > loss_disc_real_3: 0.11127105355262756 (0.22251818501032317) | > loss_disc_real_4: 0.0721406415104866 (0.22216106979892805) | > loss_disc_real_5: 0.12516704201698303 (0.23893623283276189) | > loss_0: 1.5296465158462524 (2.2832406805111813) | > loss_gen: 3.015687942504883 (2.510853052139282) | > loss_kl: 1.9916131496429443 (2.16276485644854) | > loss_feat: 18.758337020874023 (7.404219609040481) | > loss_mel: 22.61379051208496 (19.620941418867844) | > loss_duration: 2.29939866065979 (2.267192042790926) | > loss_1: 48.67882537841797 (33.96597069960374) --> EVAL PERFORMANCE | > avg_loader_time: 0.002422479482797476 (+0.00012124501741849446) | > avg_loss_disc: 2.2832406805111813 (+0.016414215931526144) | > avg_loss_disc_real_0: 0.09761815847685704 (-0.02831903558511001) | > avg_loss_disc_real_1: 0.21163752675056458 (+0.0112273286168392) | > avg_loss_disc_real_2: 0.22869756617225134 (+0.04488968705901733) | > avg_loss_disc_real_3: 0.22251818501032317 (-0.03237600868137974) | > avg_loss_disc_real_4: 0.22216106979892805 (-0.0021206550300121307) | > avg_loss_disc_real_5: 0.23893623283276189 (-0.0269617484166072) | > avg_loss_0: 2.2832406805111813 (+0.016414215931526144) | > avg_loss_gen: 2.510853052139282 (-0.16436780416048524) | > avg_loss_kl: 2.16276485644854 (+0.01247098354192877) | > avg_loss_feat: 7.404219609040481 (-0.0956517733060398) | > avg_loss_mel: 19.620941418867844 (+0.12653882686908346) | > avg_loss_duration: 2.267192042790926 (-0.014942490137540787) | > avg_loss_1: 33.96597069960374 (-0.13595258272612654)  > EPOCH: 148/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:25:42)   --> TIME: 2024-06-10 21:25:46 -- STEP: 9/330 -- GLOBAL_STEP: 136850 | > loss_disc: 2.1769285202026367 (2.340235259797838) | > loss_disc_real_0: 0.07568082213401794 (0.10547771635982725) | > loss_disc_real_1: 0.16778527200222015 (0.19613535039954716) | > loss_disc_real_2: 0.23554399609565735 (0.20745912856525844) | > loss_disc_real_3: 0.22101223468780518 (0.23149081899060142) | > loss_disc_real_4: 0.20489619672298431 (0.21960624059041342) | > loss_disc_real_5: 0.20181232690811157 (0.23275286621517605) | > loss_0: 2.1769285202026367 (2.340235259797838) | > grad_norm_0: tensor(8.3652, device='cuda:0') (tensor(8.1067, device='cuda:0')) | > loss_gen: 2.7107479572296143 (2.493737883037991) | > loss_kl: 1.5006393194198608 (1.618203043937683) | > loss_feat: 7.4997878074646 (6.694349818759495) | > loss_mel: 20.40358543395996 (20.0197942521837) | > loss_duration: 2.2056844234466553 (2.266441954506768) | > loss_1: 34.3204460144043 (33.09252738952637) | > grad_norm_1: tensor(109.4810, device='cuda:0') (tensor(138.3564, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3434 (0.3442787064446343) | > loader_time: 0.0029 (0.0029905902014838327)  --> TIME: 2024-06-10 21:25:55 -- STEP: 34/330 -- GLOBAL_STEP: 136875 | > loss_disc: 2.2721707820892334 (2.2824932687422814) | > loss_disc_real_0: 0.09398895502090454 (0.10756116228945115) | > loss_disc_real_1: 0.16606421768665314 (0.199083830065587) | > loss_disc_real_2: 0.20720531046390533 (0.21405971926801345) | > loss_disc_real_3: 0.22856713831424713 (0.22109058543163188) | > loss_disc_real_4: 0.21540653705596924 (0.21697642172084136) | > loss_disc_real_5: 0.2142433226108551 (0.21407628234694986) | > loss_0: 2.2721707820892334 (2.2824932687422814) | > grad_norm_0: tensor(25.8685, device='cuda:0') (tensor(14.4646, device='cuda:0')) | > loss_gen: 2.551089286804199 (2.5713394179063687) | > loss_kl: 1.6183409690856934 (1.6729742954759037) | > loss_feat: 7.262267589569092 (7.154678456923541) | > loss_mel: 19.749897003173828 (19.753023035386033) | > loss_duration: 2.0945334434509277 (2.131431674256044) | > loss_1: 33.276126861572266 (33.283447153428014) | > grad_norm_1: tensor(233.8480, device='cuda:0') (tensor(177.3733, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3422 (0.34691806400523467) | > loader_time: 0.0032 (0.003168000894434312)  --> TIME: 2024-06-10 21:26:04 -- STEP: 59/330 -- GLOBAL_STEP: 136900 | > loss_disc: 2.1733951568603516 (2.285103539289055) | > loss_disc_real_0: 0.10607524961233139 (0.11068054149716587) | > loss_disc_real_1: 0.1943366527557373 (0.20239223590341665) | > loss_disc_real_2: 0.21976511180400848 (0.2123386417910204) | > loss_disc_real_3: 0.24483707547187805 (0.2245831176386041) | > loss_disc_real_4: 0.1936652660369873 (0.2172804378857047) | > loss_disc_real_5: 0.21267591416835785 (0.211800017094208) | > loss_0: 2.1733951568603516 (2.285103539289055) | > grad_norm_0: tensor(29.3880, device='cuda:0') (tensor(16.8046, device='cuda:0')) | > loss_gen: 2.542874813079834 (2.5800868454626045) | > loss_kl: 1.7454627752304077 (1.660792728601876) | > loss_feat: 7.268314361572266 (7.26567808248229) | > loss_mel: 18.407413482666016 (19.699728529332052) | > loss_duration: 2.0205748081207275 (2.0973156670392576) | > loss_1: 31.98464012145996 (33.303602089316136) | > grad_norm_1: tensor(288.4280, device='cuda:0') (tensor(196.2449, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3538 (0.3491618673680192) | > loader_time: 0.0033 (0.0032488774445097327)  --> TIME: 2024-06-10 21:26:13 -- STEP: 84/330 -- GLOBAL_STEP: 136925 | > loss_disc: 2.1536035537719727 (2.2926988147553953) | > loss_disc_real_0: 0.08611032366752625 (0.11116934390295119) | > loss_disc_real_1: 0.12047889828681946 (0.20126638419571377) | > loss_disc_real_2: 0.18938606977462769 (0.21391608583785238) | > loss_disc_real_3: 0.1698257178068161 (0.22416571492240542) | > loss_disc_real_4: 0.16160060465335846 (0.21689351967402867) | > loss_disc_real_5: 0.18290752172470093 (0.21165790515286578) | > loss_0: 2.1536035537719727 (2.2926988147553953) | > grad_norm_0: tensor(8.5923, device='cuda:0') (tensor(15.9055, device='cuda:0')) | > loss_gen: 2.6656553745269775 (2.5773141554423726) | > loss_kl: 1.5767769813537598 (1.667847463062831) | > loss_feat: 7.588898658752441 (7.319471932592846) | > loss_mel: 20.296348571777344 (19.73654985427857) | > loss_duration: 2.142691135406494 (2.0843325427600323) | > loss_1: 34.2703742980957 (33.38551612127395) | > grad_norm_1: tensor(51.7675, device='cuda:0') (tensor(185.9294, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.348 (0.3515712249846685) | > loader_time: 0.0036 (0.003342608610788981)  --> TIME: 2024-06-10 21:26:22 -- STEP: 109/330 -- GLOBAL_STEP: 136950 | > loss_disc: 2.3025026321411133 (2.288618022148763) | > loss_disc_real_0: 0.1647995561361313 (0.11236147124559508) | > loss_disc_real_1: 0.22518354654312134 (0.20122773589891033) | > loss_disc_real_2: 0.21422860026359558 (0.2162330637284375) | > loss_disc_real_3: 0.2159770429134369 (0.2238780795981031) | > loss_disc_real_4: 0.2151547521352768 (0.21618620272076458) | > loss_disc_real_5: 0.21455109119415283 (0.21045399081269534) | > loss_0: 2.3025026321411133 (2.288618022148763) | > grad_norm_0: tensor(31.6919, device='cuda:0') (tensor(16.0723, device='cuda:0')) | > loss_gen: 2.613215923309326 (2.580818823718149) | > loss_kl: 1.6941615343093872 (1.665523517022439) | > loss_feat: 7.481869220733643 (7.3183697166792845) | > loss_mel: 19.691869735717773 (19.719933098609303) | > loss_duration: 2.0251708030700684 (2.0802368308426047) | > loss_1: 33.50628662109375 (33.36488235543628) | > grad_norm_1: tensor(441.3376, device='cuda:0') (tensor(188.2691, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3609 (0.35267458268261825) | > loader_time: 0.0039 (0.0034399951269867223)  --> TIME: 2024-06-10 21:26:32 -- STEP: 134/330 -- GLOBAL_STEP: 136975 | > loss_disc: 2.2059731483459473 (2.2861831294956487) | > loss_disc_real_0: 0.1477368175983429 (0.11172836129345111) | > loss_disc_real_1: 0.18087148666381836 (0.20092330261397717) | > loss_disc_real_2: 0.20695607364177704 (0.21601696479231564) | > loss_disc_real_3: 0.197269469499588 (0.22396238915511033) | > loss_disc_real_4: 0.18747252225875854 (0.2161704409700721) | > loss_disc_real_5: 0.14921729266643524 (0.21021610542909416) | > loss_0: 2.2059731483459473 (2.2861831294956487) | > grad_norm_0: tensor(9.6509, device='cuda:0') (tensor(16.9680, device='cuda:0')) | > loss_gen: 2.533623218536377 (2.58545712036873) | > loss_kl: 1.666038990020752 (1.6596343908736952) | > loss_feat: 8.581472396850586 (7.335738434720395) | > loss_mel: 20.420249938964844 (19.70171045901171) | > loss_duration: 2.075512170791626 (2.0802577911917854) | > loss_1: 35.27689743041992 (33.36279854845647) | > grad_norm_1: tensor(329.6647, device='cuda:0') (tensor(202.4605, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3703 (0.35466032597556035) | > loader_time: 0.0041 (0.0035799421481232147)  --> TIME: 2024-06-10 21:26:41 -- STEP: 159/330 -- GLOBAL_STEP: 137000 | > loss_disc: 2.298802614212036 (2.285343575027755) | > loss_disc_real_0: 0.11285033822059631 (0.11256010835088275) | > loss_disc_real_1: 0.19402575492858887 (0.2007014820785643) | > loss_disc_real_2: 0.22246907651424408 (0.2158536657034976) | > loss_disc_real_3: 0.20909884572029114 (0.22376221277803746) | > loss_disc_real_4: 0.2100525051355362 (0.21599655799895717) | > loss_disc_real_5: 0.21523219347000122 (0.21019848815675046) | > loss_0: 2.298802614212036 (2.285343575027755) | > grad_norm_0: tensor(16.9155, device='cuda:0') (tensor(19.4138, device='cuda:0')) | > loss_gen: 2.6387298107147217 (2.5893396626478458) | > loss_kl: 1.6384574174880981 (1.6542753783411945) | > loss_feat: 6.871123790740967 (7.35265356039851) | > loss_mel: 19.14410400390625 (19.693215064282693) | > loss_duration: 2.0758919715881348 (2.080861536961682) | > loss_1: 32.368309020996094 (33.370345505528505) | > grad_norm_1: tensor(397.6597, device='cuda:0') (tensor(222.0216, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3696 (0.3565637945379101) | > loader_time: 0.0043 (0.003702171193728657) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_137000.pth  --> TIME: 2024-06-10 21:26:55 -- STEP: 184/330 -- GLOBAL_STEP: 137025 | > loss_disc: 2.344970703125 (2.282664148703866) | > loss_disc_real_0: 0.076759472489357 (0.11236719576560933) | > loss_disc_real_1: 0.1512916535139084 (0.2002448881773846) | > loss_disc_real_2: 0.1821576952934265 (0.2150641753459754) | > loss_disc_real_3: 0.24582789838314056 (0.22367934040401294) | > loss_disc_real_4: 0.23932260274887085 (0.2164869446145452) | > loss_disc_real_5: 0.22248300909996033 (0.21077741909286246) | > loss_0: 2.344970703125 (2.282664148703866) | > grad_norm_0: tensor(33.1013, device='cuda:0') (tensor(21.4956, device='cuda:0')) | > loss_gen: 2.5248043537139893 (2.60029429456462) | > loss_kl: 1.5927343368530273 (1.6566737864328465) | > loss_feat: 8.053686141967773 (7.396927877612736) | > loss_mel: 19.220497131347656 (19.666673401127692) | > loss_duration: 2.1043577194213867 (2.0852469918520558) | > loss_1: 33.49607849121094 (33.405816700147554) | > grad_norm_1: tensor(263.9325, device='cuda:0') (tensor(235.2701, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3772 (0.3597811564155247) | > loader_time: 0.0051 (0.003849921019180961)  --> TIME: 2024-06-10 21:27:05 -- STEP: 209/330 -- GLOBAL_STEP: 137050 | > loss_disc: 2.2134857177734375 (2.2818196447272054) | > loss_disc_real_0: 0.11591865122318268 (0.11262660937018372) | > loss_disc_real_1: 0.17866742610931396 (0.19969698080891063) | > loss_disc_real_2: 0.1936454027891159 (0.21504028997067628) | > loss_disc_real_3: 0.23446553945541382 (0.223247928696386) | > loss_disc_real_4: 0.24133959412574768 (0.21700281824506645) | > loss_disc_real_5: 0.2289380133152008 (0.2109130655179183) | > loss_0: 2.2134857177734375 (2.2818196447272054) | > grad_norm_0: tensor(35.8963, device='cuda:0') (tensor(22.6061, device='cuda:0')) | > loss_gen: 2.5578737258911133 (2.6063121916574734) | > loss_kl: 1.5276652574539185 (1.6558263780968039) | > loss_feat: 7.5825724601745605 (7.421915421645607) | > loss_mel: 19.203861236572266 (19.636914084402576) | > loss_duration: 2.141077995300293 (2.090752518348148) | > loss_1: 33.0130500793457 (33.41172091470383) | > grad_norm_1: tensor(299.6624, device='cuda:0') (tensor(245.6910, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.3803 (0.362468112598766) | > loader_time: 0.0053 (0.003981943906209116)  --> TIME: 2024-06-10 21:27:15 -- STEP: 234/330 -- GLOBAL_STEP: 137075 | > loss_disc: 2.3323745727539062 (2.2829987686923428) | > loss_disc_real_0: 0.16926437616348267 (0.11332376224872394) | > loss_disc_real_1: 0.1886625587940216 (0.19995426501219096) | > loss_disc_real_2: 0.2467576116323471 (0.21539503501521218) | > loss_disc_real_3: 0.21712374687194824 (0.22333714996392912) | > loss_disc_real_4: 0.24732543528079987 (0.21688988378160023) | > loss_disc_real_5: 0.2062101513147354 (0.21061152461757005) | > loss_0: 2.3323745727539062 (2.2829987686923428) | > grad_norm_0: tensor(23.7953, device='cuda:0') (tensor(22.2348, device='cuda:0')) | > loss_gen: 2.583761692047119 (2.6043750485803336) | > loss_kl: 1.529147744178772 (1.6554374934261677) | > loss_feat: 7.2502264976501465 (7.423704104545789) | > loss_mel: 18.536176681518555 (19.602942996554912) | > loss_duration: 2.1506764888763428 (2.0976620657831186) | > loss_1: 32.04998779296875 (33.38412196004495) | > grad_norm_1: tensor(261.5518, device='cuda:0') (tensor(247.3319, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.4177 (0.3662781063308064) | > loader_time: 0.006 (0.004128296151120439)  --> TIME: 2024-06-10 21:27:26 -- STEP: 259/330 -- GLOBAL_STEP: 137100 | > loss_disc: 2.3186299800872803 (2.282657630655296) | > loss_disc_real_0: 0.10846256464719772 (0.11380754658614346) | > loss_disc_real_1: 0.18116319179534912 (0.1999868846077717) | > loss_disc_real_2: 0.21547497808933258 (0.21510484734097043) | > loss_disc_real_3: 0.21339336037635803 (0.22295383694779458) | > loss_disc_real_4: 0.21802768111228943 (0.21704895103990343) | > loss_disc_real_5: 0.2159755975008011 (0.21019608047017718) | > loss_0: 2.3186299800872803 (2.282657630655296) | > grad_norm_0: tensor(16.1707, device='cuda:0') (tensor(21.8555, device='cuda:0')) | > loss_gen: 2.507620096206665 (2.600364387725772) | > loss_kl: 1.6226283311843872 (1.6582557575122727) | > loss_feat: 7.809370994567871 (7.436366324259048) | > loss_mel: 19.327611923217773 (19.573282065078565) | > loss_duration: 2.1855740547180176 (2.103815500340407) | > loss_1: 33.45280456542969 (33.37208423835433) | > grad_norm_1: tensor(150.4948, device='cuda:0') (tensor(246.7696, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.4332 (0.37232726605242283) | > loader_time: 0.0063 (0.004310276517536651)  --> TIME: 2024-06-10 21:27:38 -- STEP: 284/330 -- GLOBAL_STEP: 137125 | > loss_disc: 2.196394205093384 (2.282581707961123) | > loss_disc_real_0: 0.09073615819215775 (0.11423387918883646) | > loss_disc_real_1: 0.18198367953300476 (0.20049589064339524) | > loss_disc_real_2: 0.1792880892753601 (0.21483130144401336) | > loss_disc_real_3: 0.19565634429454803 (0.2227297048543541) | > loss_disc_real_4: 0.1712021827697754 (0.2170046351745095) | > loss_disc_real_5: 0.1867154985666275 (0.21029316759865052) | > loss_0: 2.196394205093384 (2.282581707961123) | > grad_norm_0: tensor(46.1458, device='cuda:0') (tensor(22.9930, device='cuda:0')) | > loss_gen: 2.520240306854248 (2.5998679130849713) | > loss_kl: 1.6232070922851562 (1.661242239072289) | > loss_feat: 7.880642890930176 (7.441005903230587) | > loss_mel: 19.44012451171875 (19.531902689329343) | > loss_duration: 2.2048377990722656 (2.111758791225057) | > loss_1: 33.66905212402344 (33.34577775337329) | > grad_norm_1: tensor(390.8821, device='cuda:0') (tensor(259.4069, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.4573 (0.379807152378727) | > loader_time: 0.0069 (0.004503630416494022)  --> TIME: 2024-06-10 21:27:50 -- STEP: 309/330 -- GLOBAL_STEP: 137150 | > loss_disc: 2.3471555709838867 (2.285557580997256) | > loss_disc_real_0: 0.16350699961185455 (0.11499781730587814) | > loss_disc_real_1: 0.21689549088478088 (0.20167347378908246) | > loss_disc_real_2: 0.1899450719356537 (0.214696268722849) | > loss_disc_real_3: 0.22664399445056915 (0.22271406303331695) | > loss_disc_real_4: 0.24702805280685425 (0.21698131713666577) | > loss_disc_real_5: 0.23730027675628662 (0.21009198814919852) | > loss_0: 2.3471555709838867 (2.285557580997256) | > grad_norm_0: tensor(89.7427, device='cuda:0') (tensor(24.0162, device='cuda:0')) | > loss_gen: 2.6032729148864746 (2.602220144086671) | > loss_kl: 1.6184632778167725 (1.666141047446858) | > loss_feat: 6.998973846435547 (7.472612146420772) | > loss_mel: 18.625606536865234 (19.505339113253985) | > loss_duration: 2.284986734390259 (2.1221105311680764) | > loss_1: 32.13130569458008 (33.36842316562693) | > grad_norm_1: tensor(467.4024, device='cuda:0') (tensor(269.2834, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.502 (0.3879340875495984) | > loader_time: 0.008 (0.004693364634097203)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1530096530914307 (2.1530096530914307) | > loss_disc_real_0: 0.08656914532184601 (0.08656914532184601) | > loss_disc_real_1: 0.14148873090744019 (0.14148873090744019) | > loss_disc_real_2: 0.21658310294151306 (0.21658310294151306) | > loss_disc_real_3: 0.2312435656785965 (0.2312435656785965) | > loss_disc_real_4: 0.1836049109697342 (0.1836049109697342) | > loss_disc_real_5: 0.20145386457443237 (0.20145386457443237) | > loss_0: 2.1530096530914307 (2.1530096530914307) | > loss_gen: 2.3747293949127197 (2.3747293949127197) | > loss_kl: 1.2542917728424072 (1.2542917728424072) | > loss_feat: 7.387136936187744 (7.387136936187744) | > loss_mel: 20.493148803710938 (20.493148803710938) | > loss_duration: 2.857419013977051 (2.857419013977051) | > loss_1: 34.36672592163086 (34.36672592163086)  --> STEP: 1 | > loss_disc: 2.184095859527588 (2.184095859527588) | > loss_disc_real_0: 0.05023184418678284 (0.05023184418678284) | > loss_disc_real_1: 0.16771504282951355 (0.16771504282951355) | > loss_disc_real_2: 0.13182374835014343 (0.13182374835014343) | > loss_disc_real_3: 0.2110440880060196 (0.2110440880060196) | > loss_disc_real_4: 0.1908533126115799 (0.1908533126115799) | > loss_disc_real_5: 0.20523665845394135 (0.20523665845394135) | > loss_0: 2.184095859527588 (2.184095859527588) | > loss_gen: 2.051710367202759 (2.051710367202759) | > loss_kl: 2.2193052768707275 (2.2193052768707275) | > loss_feat: 6.8586883544921875 (6.8586883544921875) | > loss_mel: 18.547286987304688 (18.547286987304688) | > loss_duration: 2.3435230255126953 (2.3435230255126953) | > loss_1: 32.02051544189453 (32.02051544189453)  --> STEP: 2 | > loss_disc: 2.3504416942596436 (2.2672687768936157) | > loss_disc_real_0: 0.08071195334196091 (0.06547189876437187) | > loss_disc_real_1: 0.1630759984254837 (0.16539552062749863) | > loss_disc_real_2: 0.17037010192871094 (0.15109692513942719) | > loss_disc_real_3: 0.23790374398231506 (0.22447391599416733) | > loss_disc_real_4: 0.14905229210853577 (0.16995280236005783) | > loss_disc_real_5: 0.1651194840669632 (0.18517807126045227) | > loss_0: 2.3504416942596436 (2.2672687768936157) | > loss_gen: 1.914659857749939 (1.9831851124763489) | > loss_kl: 2.6793200969696045 (2.449312686920166) | > loss_feat: 6.271624565124512 (6.56515645980835) | > loss_mel: 19.645915985107422 (19.096601486206055) | > loss_duration: 2.3733463287353516 (2.3584346771240234) | > loss_1: 32.884864807128906 (32.45269012451172)  --> STEP: 3 | > loss_disc: 2.2079262733459473 (2.247487942377726) | > loss_disc_real_0: 0.05487276241183281 (0.06193885331352552) | > loss_disc_real_1: 0.14109860360622406 (0.15729654828707376) | > loss_disc_real_2: 0.17198611795902252 (0.15805998941262564) | > loss_disc_real_3: 0.1803966462612152 (0.20978149274984995) | > loss_disc_real_4: 0.19066937267780304 (0.17685832579930624) | > loss_disc_real_5: 0.235810324549675 (0.20205548902352652) | > loss_0: 2.2079262733459473 (2.247487942377726) | > loss_gen: 2.212585926055908 (2.059652050336202) | > loss_kl: 2.278733253479004 (2.392452875773112) | > loss_feat: 7.8058247566223145 (6.978712558746338) | > loss_mel: 21.199758529663086 (19.797653834025066) | > loss_duration: 2.1463675498962402 (2.287745634714762) | > loss_1: 35.64326858520508 (33.51621627807617)  --> STEP: 4 | > loss_disc: 2.090162992477417 (2.208156704902649) | > loss_disc_real_0: 0.0759262964129448 (0.06543571408838034) | > loss_disc_real_1: 0.12618815898895264 (0.1495194509625435) | > loss_disc_real_2: 0.2860463261604309 (0.19005657359957695) | > loss_disc_real_3: 0.17405720055103302 (0.20085041970014572) | > loss_disc_real_4: 0.13164155185222626 (0.16555413231253624) | > loss_disc_real_5: 0.13336600363254547 (0.18488311767578125) | > loss_0: 2.090162992477417 (2.208156704902649) | > loss_gen: 2.201277017593384 (2.0950582921504974) | > loss_kl: 2.786018133163452 (2.490844190120697) | > loss_feat: 9.467377662658691 (7.600878834724426) | > loss_mel: 20.161897659301758 (19.88871479034424) | > loss_duration: 2.214660167694092 (2.2694742679595947) | > loss_1: 36.831233978271484 (34.344970703125)  --> STEP: 5 | > loss_disc: 2.109550952911377 (2.1884355545043945) | > loss_disc_real_0: 0.08761932700872421 (0.0698724366724491) | > loss_disc_real_1: 0.2485269010066986 (0.1693209409713745) | > loss_disc_real_2: 0.2577882707118988 (0.2036029130220413) | > loss_disc_real_3: 0.2291668951511383 (0.20651371479034425) | > loss_disc_real_4: 0.14808468520641327 (0.16206024289131166) | > loss_disc_real_5: 0.16017746925354004 (0.179941987991333) | > loss_0: 2.109550952911377 (2.1884355545043945) | > loss_gen: 2.526951551437378 (2.1814369440078734) | > loss_kl: 2.2194950580596924 (2.436574363708496) | > loss_feat: 6.929818153381348 (7.4666666984558105) | > loss_mel: 20.563758850097656 (20.023723602294922) | > loss_duration: 2.3526697158813477 (2.2861133575439454) | > loss_1: 34.59269332885742 (34.39451522827149)  --> STEP: 6 | > loss_disc: 2.4992449283599854 (2.2402371168136597) | > loss_disc_real_0: 0.08759213238954544 (0.07282571929196517) | > loss_disc_real_1: 0.31051141023635864 (0.19285268584887186) | > loss_disc_real_2: 0.2713121175765991 (0.21488778044780096) | > loss_disc_real_3: 0.26492705941200256 (0.2162492722272873) | > loss_disc_real_4: 0.16907194256782532 (0.16322885950406393) | > loss_disc_real_5: 0.2201659083366394 (0.18664597471555075) | > loss_0: 2.4992449283599854 (2.2402371168136597) | > loss_gen: 2.162062644958496 (2.1782078941663108) | > loss_kl: 1.6450073719024658 (2.3046465317408242) | > loss_feat: 5.868574619293213 (7.200318018595378) | > loss_mel: 20.468055725097656 (20.09777895609538) | > loss_duration: 2.137437343597412 (2.26133402188619) | > loss_1: 32.28113555908203 (34.04228528340658)  --> STEP: 7 | > loss_disc: 2.3909828662872314 (2.2617722238813127) | > loss_disc_real_0: 0.13991324603557587 (0.08240965168390955) | > loss_disc_real_1: 0.2873648703098297 (0.20635442648615157) | > loss_disc_real_2: 0.21908624470233917 (0.21548756105559214) | > loss_disc_real_3: 0.226072296500206 (0.21765256140913283) | > loss_disc_real_4: 0.19683551788330078 (0.16802981070109776) | > loss_disc_real_5: 0.23216229677200317 (0.1931483064379011) | > loss_0: 2.3909828662872314 (2.2617722238813127) | > loss_gen: 2.3217642307281494 (2.198715942246573) | > loss_kl: 3.5262722969055176 (2.4791644981929233) | > loss_feat: 5.4274702072143555 (6.947054045540946) | > loss_mel: 20.476877212524414 (20.151935849870956) | > loss_duration: 2.455531597137451 (2.28907653263637) | > loss_1: 34.207916259765625 (34.065946851457866)  --> STEP: 8 | > loss_disc: 2.05673885345459 (2.2361430525779724) | > loss_disc_real_0: 0.07105331122875214 (0.08099010912701488) | > loss_disc_real_1: 0.09032074362039566 (0.19185021612793207) | > loss_disc_real_2: 0.13809937238693237 (0.20581403747200966) | > loss_disc_real_3: 0.20873017609119415 (0.2165372632443905) | > loss_disc_real_4: 0.11189912259578705 (0.16101347468793392) | > loss_disc_real_5: 0.15458901226520538 (0.18832839466631413) | > loss_0: 2.05673885345459 (2.2361430525779724) | > loss_gen: 2.1268913745880127 (2.1897378712892532) | > loss_kl: 2.5499539375305176 (2.4880131781101227) | > loss_feat: 10.9302396774292 (7.4449522495269775) | > loss_mel: 21.761423110961914 (20.353121757507324) | > loss_duration: 2.170140266418457 (2.274209499359131) | > loss_1: 39.53864669799805 (34.75003433227539)  --> STEP: 9 | > loss_disc: 2.3964338302612305 (2.253953138987223) | > loss_disc_real_0: 0.09928475320339203 (0.08302284735772344) | > loss_disc_real_1: 0.15485186874866486 (0.1877392886413468) | > loss_disc_real_2: 0.29985517263412476 (0.21626305249002245) | > loss_disc_real_3: 0.22090230882167816 (0.21702226830853355) | > loss_disc_real_4: 0.16661755740642548 (0.1616361505455441) | > loss_disc_real_5: 0.16427798569202423 (0.18565612700250414) | > loss_0: 2.3964338302612305 (2.253953138987223) | > loss_gen: 2.1757075786590576 (2.188178949885898) | > loss_kl: 2.3398311138153076 (2.4715485042995877) | > loss_feat: 9.713713645935059 (7.697036849127875) | > loss_mel: 21.00655746459961 (20.42572572496202) | > loss_duration: 2.12699556350708 (2.25785239537557) | > loss_1: 37.36280822753906 (35.040342542860245)  --> STEP: 10 | > loss_disc: 2.175506830215454 (2.2461085081100465) | > loss_disc_real_0: 0.0677008330821991 (0.08149064593017101) | > loss_disc_real_1: 0.12587375938892365 (0.1815527357161045) | > loss_disc_real_2: 0.20076847076416016 (0.21471359431743622) | > loss_disc_real_3: 0.23318278789520264 (0.21863832026720048) | > loss_disc_real_4: 0.19872502982616425 (0.1653450384736061) | > loss_disc_real_5: 0.19676117599010468 (0.1867666319012642) | > loss_0: 2.175506830215454 (2.2461085081100465) | > loss_gen: 2.2335853576660156 (2.19271959066391) | > loss_kl: 1.6431713104248047 (2.388710784912109) | > loss_feat: 6.781622886657715 (7.605495452880859) | > loss_mel: 19.33574867248535 (20.316728019714354) | > loss_duration: 2.3152518272399902 (2.263592338562012) | > loss_1: 32.30937957763672 (34.76724624633789)  --> STEP: 11 | > loss_disc: 2.4306187629699707 (2.2628821676427666) | > loss_disc_real_0: 0.15048539638519287 (0.08776289597153664) | > loss_disc_real_1: 0.12819544970989227 (0.17670207335190338) | > loss_disc_real_2: 0.24818646907806396 (0.21775658293203873) | > loss_disc_real_3: 0.25829315185546875 (0.22224330495704303) | > loss_disc_real_4: 0.1733546406030655 (0.16607318412173877) | > loss_disc_real_5: 0.2117249220609665 (0.18903556737032803) | > loss_0: 2.4306187629699707 (2.2628821676427666) | > loss_gen: 2.0835013389587402 (2.182790658690713) | > loss_kl: 2.4134035110473633 (2.3909555781971323) | > loss_feat: 6.775461673736572 (7.530037836595015) | > loss_mel: 19.104122161865234 (20.206491123546254) | > loss_duration: 2.418464183807373 (2.277671597220681) | > loss_1: 32.794952392578125 (34.587946805087)  --> STEP: 12 | > loss_disc: 2.4591140747070312 (2.279234826564789) | > loss_disc_real_0: 0.04253249615430832 (0.0839936959867676) | > loss_disc_real_1: 0.14032045006752014 (0.17367027141153812) | > loss_disc_real_2: 0.24773433804512024 (0.2202547291914622) | > loss_disc_real_3: 0.2755780518054962 (0.22668786719441414) | > loss_disc_real_4: 0.20770351588726044 (0.16954237843553224) | > loss_disc_real_5: 0.2506401240825653 (0.19416928042968115) | > loss_0: 2.4591140747070312 (2.279234826564789) | > loss_gen: 2.044555187225342 (2.1712710360685987) | > loss_kl: 1.1884273290634155 (2.290744890769323) | > loss_feat: 5.738229751586914 (7.380720496177673) | > loss_mel: 20.000152587890625 (20.18929624557495) | > loss_duration: 2.206759214401245 (2.2717622319857282) | > loss_1: 31.178123474121094 (34.303794860839844)  --> STEP: 13 | > loss_disc: 2.5981130599975586 (2.3037639214442325) | > loss_disc_real_0: 0.10400299727916718 (0.08553287300925988) | > loss_disc_real_1: 0.23879018425941467 (0.1786794954767594) | > loss_disc_real_2: 0.1971837729215622 (0.21848004024762374) | > loss_disc_real_3: 0.2719031572341919 (0.2301659664282432) | > loss_disc_real_4: 0.17551888525485992 (0.1700021097293267) | > loss_disc_real_5: 0.2270868718624115 (0.19670140284758347) | > loss_0: 2.5981130599975586 (2.3037639214442325) | > loss_gen: 1.9059255123138428 (2.1508598419336176) | > loss_kl: 1.6074843406677246 (2.2381863869153538) | > loss_feat: 5.577324390411377 (7.241997718811035) | > loss_mel: 15.364017486572266 (19.8181209564209) | > loss_duration: 2.12984037399292 (2.2608451659862814) | > loss_1: 26.584592819213867 (33.710010088407074)  --> STEP: 14 | > loss_disc: 2.0848283767700195 (2.2881256682532176) | > loss_disc_real_0: 0.03450056165456772 (0.08188770791249615) | > loss_disc_real_1: 0.16809223592281342 (0.17792326265147754) | > loss_disc_real_2: 0.22560478746891022 (0.21898895076342992) | > loss_disc_real_3: 0.15219318866729736 (0.22459648230246135) | > loss_disc_real_4: 0.133585125207901 (0.16740089654922485) | > loss_disc_real_5: 0.11677028983831406 (0.19099203763263567) | > loss_0: 2.0848283767700195 (2.2881256682532176) | > loss_gen: 2.1992390155792236 (2.154315497194018) | > loss_kl: 2.494368553161621 (2.2564851130758012) | > loss_feat: 8.672447204589844 (7.34417268208095) | > loss_mel: 21.214502334594727 (19.917862483433314) | > loss_duration: 2.299220323562622 (2.263586248670306) | > loss_1: 36.87977600097656 (33.9364219393049)  --> STEP: 15 | > loss_disc: 2.4178836345672607 (2.2967761993408202) | > loss_disc_real_0: 0.06119567155838013 (0.08050823882222176) | > loss_disc_real_1: 0.1353231966495514 (0.17508325825134913) | > loss_disc_real_2: 0.27371451258659363 (0.22263732155164082) | > loss_disc_real_3: 0.2317800372838974 (0.22507538596789042) | > loss_disc_real_4: 0.11402537673711777 (0.16384252856175105) | > loss_disc_real_5: 0.18181166052818298 (0.19038001249233882) | > loss_0: 2.4178836345672607 (2.2967761993408202) | > loss_gen: 1.8773057460784912 (2.1358481804529825) | > loss_kl: 2.3465209007263184 (2.2624874989191692) | > loss_feat: 7.555037021636963 (7.358230304718018) | > loss_mel: 20.225067138671875 (19.938342793782553) | > loss_duration: 2.285311698913574 (2.2650346120198566) | > loss_1: 34.289241790771484 (33.959943262736004)  --> STEP: 16 | > loss_disc: 2.6259191036224365 (2.3173476308584213) | > loss_disc_real_0: 0.10951961576938629 (0.08232144988141954) | > loss_disc_real_1: 0.24671651422977448 (0.17956033675000072) | > loss_disc_real_2: 0.26508021354675293 (0.22529000230133533) | > loss_disc_real_3: 0.2496049851179123 (0.2266084859147668) | > loss_disc_real_4: 0.21496424078941345 (0.16703763557597995) | > loss_disc_real_5: 0.23793816566467285 (0.1933523970656097) | > loss_0: 2.6259191036224365 (2.3173476308584213) | > loss_gen: 2.2019150257110596 (2.1399773582816124) | > loss_kl: 1.8819330930709839 (2.2387028485536575) | > loss_feat: 6.974023342132568 (7.334217369556427) | > loss_mel: 16.883825302124023 (19.747435450553894) | > loss_duration: 2.369100332260132 (2.271538719534874) | > loss_1: 30.3107967376709 (33.731871604919434)  --> STEP: 17 | > loss_disc: 2.2436118125915527 (2.3130102297838997) | > loss_disc_real_0: 0.11658657342195511 (0.08433704538380399) | > loss_disc_real_1: 0.1751289814710617 (0.17929966879241607) | > loss_disc_real_2: 0.1725306510925293 (0.2221865110537585) | > loss_disc_real_3: 0.2938184142112732 (0.23056201110867894) | > loss_disc_real_4: 0.1938754767179489 (0.16861633211374283) | > loss_disc_real_5: 0.20303452014923096 (0.19392193371758742) | > loss_0: 2.2436118125915527 (2.3130102297838997) | > loss_gen: 2.3436119556427 (2.1519558640087353) | > loss_kl: 2.282963752746582 (2.2413064311532414) | > loss_feat: 6.4477362632751465 (7.282071422128117) | > loss_mel: 19.47754669189453 (19.73155964122099) | > loss_duration: 2.3410842418670654 (2.275629632613238) | > loss_1: 32.8929443359375 (33.68252294203814)  --> STEP: 18 | > loss_disc: 2.034395933151245 (2.297531657748752) | > loss_disc_real_0: 0.0869225561618805 (0.0844806848714749) | > loss_disc_real_1: 0.06087268888950348 (0.17272039213114315) | > loss_disc_real_2: 0.16031581163406372 (0.21874924997488657) | > loss_disc_real_3: 0.15563762187957764 (0.22639954504039553) | > loss_disc_real_4: 0.1058051735162735 (0.1651268233027723) | > loss_disc_real_5: 0.1943807750940323 (0.1939474249051677) | > loss_0: 2.034395933151245 (2.297531657748752) | > loss_gen: 2.1016387939453125 (2.149160471227434) | > loss_kl: 2.4747016429901123 (2.2542728318108454) | > loss_feat: 10.349822998046875 (7.4525020652347145) | > loss_mel: 23.381980895996094 (19.93436082204183) | > loss_duration: 2.1949989795684814 (2.2711501518885293) | > loss_1: 40.503143310546875 (34.061446295844185)  --> STEP: 19 | > loss_disc: 2.5624120235443115 (2.311472729632729) | > loss_disc_real_0: 0.09815573692321777 (0.08520042445314557) | > loss_disc_real_1: 0.2499198615550995 (0.17678352210082507) | > loss_disc_real_2: 0.3312685191631317 (0.2246713167742679) | > loss_disc_real_3: 0.21573300659656525 (0.22583814828019394) | > loss_disc_real_4: 0.1877354234457016 (0.16631674962608436) | > loss_disc_real_5: 0.23307771980762482 (0.19600691411056018) | > loss_0: 2.5624120235443115 (2.311472729632729) | > loss_gen: 2.1792564392089844 (2.150744469542252) | > loss_kl: 1.8086870908737183 (2.230820950708891) | > loss_feat: 7.111983776092529 (7.434580050016704) | > loss_mel: 17.780277252197266 (19.820988002576325) | > loss_duration: 2.2655651569366455 (2.2708562047857987) | > loss_1: 31.145769119262695 (33.907989602339896)  --> STEP: 20 | > loss_disc: 2.55387806892395 (2.32359299659729) | > loss_disc_real_0: 0.056427136063575745 (0.08376176003366709) | > loss_disc_real_1: 0.22224707901477814 (0.1790566999465227) | > loss_disc_real_2: 0.3037909269332886 (0.22862729728221892) | > loss_disc_real_3: 0.19916865229606628 (0.22450467348098754) | > loss_disc_real_4: 0.19911152124404907 (0.16795648820698258) | > loss_disc_real_5: 0.31287646293640137 (0.20185039155185222) | > loss_0: 2.55387806892395 (2.32359299659729) | > loss_gen: 2.013765573501587 (2.143895524740219) | > loss_kl: 1.7418084144592285 (2.206370323896408) | > loss_feat: 5.656011581420898 (7.345651626586914) | > loss_mel: 16.98935890197754 (19.679406547546385) | > loss_duration: 2.2943191528320312 (2.2720293521881105) | > loss_1: 28.695262908935547 (33.64735326766968)  --> STEP: 21 | > loss_disc: 2.3172991275787354 (2.3232932885487876) | > loss_disc_real_0: 0.08506912738084793 (0.08382401562162808) | > loss_disc_real_1: 0.2509571313858032 (0.18248053001505987) | > loss_disc_real_2: 0.1977156400680542 (0.22715531360535396) | > loss_disc_real_3: 0.2565484941005707 (0.2260305697009677) | > loss_disc_real_4: 0.20563668012619019 (0.1697507830602782) | > loss_disc_real_5: 0.20846569538116455 (0.20216540601991473) | > loss_0: 2.3172991275787354 (2.3232932885487876) | > loss_gen: 2.2230145931243896 (2.1476630994251797) | > loss_kl: 1.3493096828460693 (2.1655579124178206) | > loss_feat: 5.355576515197754 (7.250886145092192) | > loss_mel: 16.725364685058594 (19.53873788742792) | > loss_duration: 2.1256303787231445 (2.2650579724993025) | > loss_1: 27.77889633178711 (33.36790293738956)  --> STEP: 22 | > loss_disc: 2.1286256313323975 (2.314444758675315) | > loss_disc_real_0: 0.11031083762645721 (0.08502796207639304) | > loss_disc_real_1: 0.10114675760269165 (0.17878354035995223) | > loss_disc_real_2: 0.1287371963262558 (0.2226817628199404) | > loss_disc_real_3: 0.1768864244222641 (0.22379674491557208) | > loss_disc_real_4: 0.13644878566265106 (0.1682370559058406) | > loss_disc_real_5: 0.16682526469230652 (0.2005590359595689) | > loss_0: 2.1286256313323975 (2.314444758675315) | > loss_gen: 2.6458628177642822 (2.170308541167866) | > loss_kl: 1.8576298952102661 (2.1515611843629316) | > loss_feat: 9.398170471191406 (7.348489978096702) | > loss_mel: 19.954282760620117 (19.55762629075484) | > loss_duration: 2.1601245403289795 (2.260288271037015) | > loss_1: 36.01607131958008 (33.48827422748913)  --> STEP: 23 | > loss_disc: 2.319705009460449 (2.3146734652311904) | > loss_disc_real_0: 0.11198724061250687 (0.08620010462144147) | > loss_disc_real_1: 0.2227792888879776 (0.1806963989916055) | > loss_disc_real_2: 0.21763940155506134 (0.22246252972146738) | > loss_disc_real_3: 0.20545701682567596 (0.22299936543340268) | > loss_disc_real_4: 0.15898874402046204 (0.167834955389085) | > loss_disc_real_5: 0.18544639647006989 (0.19990196467741675) | > loss_0: 2.319705009460449 (2.3146734652311904) | > loss_gen: 2.34248685836792 (2.177794554959173) | > loss_kl: 2.5870888233184814 (2.1704971686653467) | > loss_feat: 5.570329666137695 (7.2711786601854405) | > loss_mel: 19.393211364746094 (19.55047781571098) | > loss_duration: 2.243943691253662 (2.259577637133391) | > loss_1: 32.13705825805664 (33.42952570707902)  --> STEP: 24 | > loss_disc: 2.338071823120117 (2.315648396809896) | > loss_disc_real_0: 0.10479636490345001 (0.0869749487998585) | > loss_disc_real_1: 0.18035665154457092 (0.18068224284797907) | > loss_disc_real_2: 0.17580795288085938 (0.2205185890197754) | > loss_disc_real_3: 0.2262650728225708 (0.223135436574618) | > loss_disc_real_4: 0.1914198398590088 (0.16881765890866515) | > loss_disc_real_5: 0.20235779881477356 (0.20000429109980664) | > loss_0: 2.338071823120117 (2.315648396809896) | > loss_gen: 2.1171278953552246 (2.175266777475675) | > loss_kl: 2.058525800704956 (2.1658316950003305) | > loss_feat: 6.196066856384277 (7.226382335027059) | > loss_mel: 19.032711029052734 (19.52890419960022) | > loss_duration: 2.3954548835754395 (2.265239189068476) | > loss_1: 31.79988670349121 (33.36162408192953)  --> STEP: 25 | > loss_disc: 2.5060670375823975 (2.3232651424407957) | > loss_disc_real_0: 0.09407833218574524 (0.08725908413529396) | > loss_disc_real_1: 0.1918269395828247 (0.1811280307173729) | > loss_disc_real_2: 0.1984168142080307 (0.2196345180273056) | > loss_disc_real_3: 0.22568440437316895 (0.22323739528656006) | > loss_disc_real_4: 0.16730272769927979 (0.16875706166028973) | > loss_disc_real_5: 0.2238861322402954 (0.20095956474542617) | > loss_0: 2.5060670375823975 (2.3232651424407957) | > loss_gen: 1.9516664743423462 (2.166322765350342) | > loss_kl: 2.2714579105377197 (2.170056743621826) | > loss_feat: 6.962431907653809 (7.215824317932129) | > loss_mel: 17.940645217895508 (19.46537384033203) | > loss_duration: 2.366009473800659 (2.2692700004577637) | > loss_1: 31.49220848083496 (33.28684745788574)  --> STEP: 26 | > loss_disc: 2.472581624984741 (2.3290080840771012) | > loss_disc_real_0: 0.10277210175991058 (0.08785573865931767) | > loss_disc_real_1: 0.13543932139873505 (0.17937077266665605) | > loss_disc_real_2: 0.26873618364334106 (0.22152304362792236) | > loss_disc_real_3: 0.13696695864200592 (0.21991930156946182) | > loss_disc_real_4: 0.07541842758655548 (0.16516711419591534) | > loss_disc_real_5: 0.10671773552894592 (0.1973348790063308) | > loss_0: 2.472581624984741 (2.3290080840771012) | > loss_gen: 2.170743227005005 (2.1664927831062903) | > loss_kl: 2.0688979625701904 (2.1661660212736864) | > loss_feat: 14.423077583312988 (7.493026366600623) | > loss_mel: 19.648395538330078 (19.47241313640888) | > loss_duration: 2.310009002685547 (2.270836885158832) | > loss_1: 40.621124267578125 (33.568935027489296) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025568375220665564 (+0.0001343580392690804) | > avg_loss_disc: 2.3290080840771012 (+0.045767403565919906) | > avg_loss_disc_real_0: 0.08785573865931767 (-0.009762419817539364) | > avg_loss_disc_real_1: 0.17937077266665605 (-0.03226675408390853) | > avg_loss_disc_real_2: 0.22152304362792236 (-0.007174522544328987) | > avg_loss_disc_real_3: 0.21991930156946182 (-0.0025988834408613437) | > avg_loss_disc_real_4: 0.16516711419591534 (-0.05699395560301271) | > avg_loss_disc_real_5: 0.1973348790063308 (-0.0416013538264311) | > avg_loss_0: 2.3290080840771012 (+0.045767403565919906) | > avg_loss_gen: 2.1664927831062903 (-0.34436026903299144) | > avg_loss_kl: 2.1661660212736864 (+0.0034011648251461857) | > avg_loss_feat: 7.493026366600623 (+0.08880675756014256) | > avg_loss_mel: 19.47241313640888 (-0.14852828245896532) | > avg_loss_duration: 2.270836885158832 (+0.003644842367906076) | > avg_loss_1: 33.568935027489296 (-0.39703567211444124)  > EPOCH: 149/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:28:22)   --> TIME: 2024-06-10 21:28:24 -- STEP: 4/330 -- GLOBAL_STEP: 137175 | > loss_disc: 2.37874174118042 (2.376128673553467) | > loss_disc_real_0: 0.1190718337893486 (0.1172782126814127) | > loss_disc_real_1: 0.19180656969547272 (0.20993604138493538) | > loss_disc_real_2: 0.21083587408065796 (0.23067320510745049) | > loss_disc_real_3: 0.2176722288131714 (0.2354077361524105) | > loss_disc_real_4: 0.2200627326965332 (0.20178566128015518) | > loss_disc_real_5: 0.22877907752990723 (0.2232053466141224) | > loss_0: 2.37874174118042 (2.376128673553467) | > grad_norm_0: tensor(23.1805, device='cuda:0') (tensor(14.1191, device='cuda:0')) | > loss_gen: 2.467524290084839 (2.483315110206604) | > loss_kl: 1.7824609279632568 (1.6272872984409332) | > loss_feat: 5.957467079162598 (6.254673600196838) | > loss_mel: 20.23215675354004 (19.970486640930176) | > loss_duration: 2.3241305351257324 (2.321242570877075) | > loss_1: 32.763736724853516 (32.65700435638428) | > grad_norm_1: tensor(88.3036, device='cuda:0') (tensor(78.8029, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3464 (0.3481006622314453) | > loader_time: 0.0034 (0.0035902857780456543)  --> TIME: 2024-06-10 21:28:33 -- STEP: 29/330 -- GLOBAL_STEP: 137200 | > loss_disc: 2.4293863773345947 (2.3012265336924584) | > loss_disc_real_0: 0.14144055545330048 (0.11790024206556123) | > loss_disc_real_1: 0.22193004190921783 (0.20482414960861206) | > loss_disc_real_2: 0.19374065101146698 (0.21988866709429641) | > loss_disc_real_3: 0.20670722424983978 (0.22343534899169) | > loss_disc_real_4: 0.23339088261127472 (0.21824846802086667) | > loss_disc_real_5: 0.22132255136966705 (0.2133224961058847) | > loss_0: 2.4293863773345947 (2.3012265336924584) | > grad_norm_0: tensor(8.4620, device='cuda:0') (tensor(9.5176, device='cuda:0')) | > loss_gen: 2.4073147773742676 (2.580932724064794) | > loss_kl: 1.7625173330307007 (1.7101295610954022) | > loss_feat: 6.843509197235107 (7.122461088772478) | > loss_mel: 19.56965446472168 (19.74979380903573) | > loss_duration: 2.0995349884033203 (2.1401332493486067) | > loss_1: 32.682533264160156 (33.30345061729693) | > grad_norm_1: tensor(56.7050, device='cuda:0') (tensor(99.4344, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3567 (0.35249053198715735) | > loader_time: 0.0036 (0.003408119596284011)  --> TIME: 2024-06-10 21:28:42 -- STEP: 54/330 -- GLOBAL_STEP: 137225 | > loss_disc: 2.3109846115112305 (2.300466369699548) | > loss_disc_real_0: 0.0851830393075943 (0.11542980897205847) | > loss_disc_real_1: 0.17588387429714203 (0.20439226373478217) | > loss_disc_real_2: 0.21316994726657867 (0.21727739302096544) | > loss_disc_real_3: 0.23356714844703674 (0.2237999869717492) | > loss_disc_real_4: 0.2118171751499176 (0.2162214211291737) | > loss_disc_real_5: 0.2072470486164093 (0.2128957772144565) | > loss_0: 2.3109846115112305 (2.300466369699548) | > grad_norm_0: tensor(9.5437, device='cuda:0') (tensor(11.4273, device='cuda:0')) | > loss_gen: 2.551708698272705 (2.5685768171593) | > loss_kl: 1.6904104948043823 (1.7020739824683577) | > loss_feat: 7.266200065612793 (7.166056756620054) | > loss_mel: 20.708187103271484 (19.7909509870741) | > loss_duration: 2.040280342102051 (2.1024802018094935) | > loss_1: 34.25678634643555 (33.33013894822862) | > grad_norm_1: tensor(80.6348, device='cuda:0') (tensor(129.6432, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3572 (0.3529955369454843) | > loader_time: 0.0033 (0.0034657760902687355)  --> TIME: 2024-06-10 21:28:52 -- STEP: 79/330 -- GLOBAL_STEP: 137250 | > loss_disc: 2.3095521926879883 (2.294337121746208) | > loss_disc_real_0: 0.12163584679365158 (0.11480880905933018) | > loss_disc_real_1: 0.15008050203323364 (0.2041415330729907) | > loss_disc_real_2: 0.21390508115291595 (0.21447910349580307) | > loss_disc_real_3: 0.22130106389522552 (0.22358261954180803) | > loss_disc_real_4: 0.23117855191230774 (0.2178638483150096) | > loss_disc_real_5: 0.22240746021270752 (0.21380379871477054) | > loss_0: 2.3095521926879883 (2.294337121746208) | > grad_norm_0: tensor(11.2709, device='cuda:0') (tensor(11.0034, device='cuda:0')) | > loss_gen: 2.55867600440979 (2.5795912350280377) | > loss_kl: 1.7537543773651123 (1.7135654793509953) | > loss_feat: 7.0257463455200195 (7.291809884807732) | > loss_mel: 18.619985580444336 (19.723461368415922) | > loss_duration: 2.01289963722229 (2.0867396336567547) | > loss_1: 31.97106170654297 (33.39516765256473) | > grad_norm_1: tensor(243.6473, device='cuda:0') (tensor(132.4702, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.365 (0.355153098891053) | > loader_time: 0.0036 (0.0035869803609727305)  --> TIME: 2024-06-10 21:29:01 -- STEP: 104/330 -- GLOBAL_STEP: 137275 | > loss_disc: 2.3486030101776123 (2.2977843582630153) | > loss_disc_real_0: 0.1529388278722763 (0.11461580859927031) | > loss_disc_real_1: 0.16184571385383606 (0.20421612850175455) | > loss_disc_real_2: 0.2552553713321686 (0.21622161065729764) | > loss_disc_real_3: 0.20084716379642487 (0.22236342599185613) | > loss_disc_real_4: 0.2017543613910675 (0.21711595155871832) | > loss_disc_real_5: 0.21290536224842072 (0.21214723787628686) | > loss_0: 2.3486030101776123 (2.2977843582630153) | > grad_norm_0: tensor(13.0093, device='cuda:0') (tensor(11.2275, device='cuda:0')) | > loss_gen: 2.4759557247161865 (2.5715113671926355) | > loss_kl: 1.633355736732483 (1.7062142491340637) | > loss_feat: 7.100093364715576 (7.281861685789549) | > loss_mel: 18.942138671875 (19.681459995416496) | > loss_duration: 2.099273204803467 (2.0822786677342204) | > loss_1: 32.250816345214844 (33.32332603748027) | > grad_norm_1: tensor(104.8583, device='cuda:0') (tensor(138.5626, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3617 (0.35731043036167437) | > loader_time: 0.0037 (0.003715671025789701)  --> TIME: 2024-06-10 21:29:10 -- STEP: 129/330 -- GLOBAL_STEP: 137300 | > loss_disc: 2.303933620452881 (2.2971119936122446) | > loss_disc_real_0: 0.08592475950717926 (0.1141911728322044) | > loss_disc_real_1: 0.20539066195487976 (0.2032138890074205) | > loss_disc_real_2: 0.23168545961380005 (0.21588671577069185) | > loss_disc_real_3: 0.25478029251098633 (0.222613055345624) | > loss_disc_real_4: 0.22690030932426453 (0.21744845137577648) | > loss_disc_real_5: 0.23235833644866943 (0.2129342062759769) | > loss_0: 2.303933620452881 (2.2971119936122446) | > grad_norm_0: tensor(21.1371, device='cuda:0') (tensor(11.5817, device='cuda:0')) | > loss_gen: 2.619711399078369 (2.569638316945513) | > loss_kl: 1.7152372598648071 (1.7068890139114026) | > loss_feat: 7.317142009735107 (7.300782000371652) | > loss_mel: 19.690248489379883 (19.640563269918278) | > loss_duration: 2.0539627075195312 (2.080612152121788) | > loss_1: 33.39630126953125 (33.298484757889135) | > grad_norm_1: tensor(88.5711, device='cuda:0') (tensor(145.5615, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3629 (0.35935212105743647) | > loader_time: 0.0044 (0.003812484962995662)  --> TIME: 2024-06-10 21:29:20 -- STEP: 154/330 -- GLOBAL_STEP: 137325 | > loss_disc: 2.2916455268859863 (2.2927527458636794) | > loss_disc_real_0: 0.09654136002063751 (0.11380251066444756) | > loss_disc_real_1: 0.14708562195301056 (0.2020209115240481) | > loss_disc_real_2: 0.21249476075172424 (0.21665498111155126) | > loss_disc_real_3: 0.24221239984035492 (0.2228680323664244) | > loss_disc_real_4: 0.22214825451374054 (0.21688438235939322) | > loss_disc_real_5: 0.19214870035648346 (0.21139083909136908) | > loss_0: 2.2916455268859863 (2.2927527458636794) | > grad_norm_0: tensor(36.7698, device='cuda:0') (tensor(14.2489, device='cuda:0')) | > loss_gen: 2.4931678771972656 (2.577591738143524) | > loss_kl: 1.643978238105774 (1.7021691497270164) | > loss_feat: 8.125653266906738 (7.326871819310374) | > loss_mel: 19.52054786682129 (19.65470492375362) | > loss_duration: 2.0676770210266113 (2.081201831241707) | > loss_1: 33.85102462768555 (33.342539428116424) | > grad_norm_1: tensor(322.8240, device='cuda:0') (tensor(170.2008, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3717 (0.3608604468308486) | > loader_time: 0.0042 (0.0039048690300483207)  --> TIME: 2024-06-10 21:29:30 -- STEP: 179/330 -- GLOBAL_STEP: 137350 | > loss_disc: 2.264862060546875 (2.2877136955048125) | > loss_disc_real_0: 0.0883212685585022 (0.11291704830510656) | > loss_disc_real_1: 0.21726776659488678 (0.2020330007848793) | > loss_disc_real_2: 0.2531290650367737 (0.21618088771844043) | > loss_disc_real_3: 0.19960953295230865 (0.22326561433975922) | > loss_disc_real_4: 0.19435882568359375 (0.21678285342355014) | > loss_disc_real_5: 0.18700918555259705 (0.21135864077999605) | > loss_0: 2.264862060546875 (2.2877136955048125) | > grad_norm_0: tensor(30.2329, device='cuda:0') (tensor(16.1205, device='cuda:0')) | > loss_gen: 2.662806749343872 (2.589667735819044) | > loss_kl: 1.692430019378662 (1.7027588463362369) | > loss_feat: 7.920518398284912 (7.379382466470729) | > loss_mel: 18.928085327148438 (19.619309377403916) | > loss_duration: 2.132493734359741 (2.085003190200423) | > loss_1: 33.336334228515625 (33.37612149968491) | > grad_norm_1: tensor(463.4921, device='cuda:0') (tensor(190.7992, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3783 (0.36614907120859175) | > loader_time: 0.0053 (0.004032978132450379)  --> TIME: 2024-06-10 21:29:40 -- STEP: 204/330 -- GLOBAL_STEP: 137375 | > loss_disc: 2.4457314014434814 (2.288719365409776) | > loss_disc_real_0: 0.073835089802742 (0.1136311849250513) | > loss_disc_real_1: 0.21635238826274872 (0.20157632553109936) | > loss_disc_real_2: 0.2183995544910431 (0.2162189753178288) | > loss_disc_real_3: 0.22673660516738892 (0.22337080268006698) | > loss_disc_real_4: 0.1935141533613205 (0.21670956836611616) | > loss_disc_real_5: 0.22499532997608185 (0.21180088109537668) | > loss_0: 2.4457314014434814 (2.288719365409776) | > grad_norm_0: tensor(26.0781, device='cuda:0') (tensor(19.0339, device='cuda:0')) | > loss_gen: 2.595221996307373 (2.5961038481955447) | > loss_kl: 1.8060399293899536 (1.70354139863276) | > loss_feat: 7.558224678039551 (7.414088581122604) | > loss_mel: 18.811847686767578 (19.62046029520971) | > loss_duration: 2.080397605895996 (2.0906148687297232) | > loss_1: 32.85173416137695 (33.424808894886674) | > grad_norm_1: tensor(322.9875, device='cuda:0') (tensor(212.1693, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.3987 (0.36920176417219885) | > loader_time: 0.0048 (0.004141108662474388)  --> TIME: 2024-06-10 21:29:50 -- STEP: 229/330 -- GLOBAL_STEP: 137400 | > loss_disc: 2.2876224517822266 (2.290077808121927) | > loss_disc_real_0: 0.07612306624650955 (0.11480100693661052) | > loss_disc_real_1: 0.18666742742061615 (0.200831249941905) | > loss_disc_real_2: 0.20066307485103607 (0.21690248994067246) | > loss_disc_real_3: 0.20427966117858887 (0.22358103994459044) | > loss_disc_real_4: 0.1806710958480835 (0.2169757868655384) | > loss_disc_real_5: 0.1855616420507431 (0.2117551637398624) | > loss_0: 2.2876224517822266 (2.290077808121927) | > grad_norm_0: tensor(31.4855, device='cuda:0') (tensor(21.1050, device='cuda:0')) | > loss_gen: 2.387808322906494 (2.592938015034106) | > loss_kl: 1.7755169868469238 (1.7004107710575953) | > loss_feat: 7.387445449829102 (7.402802802589783) | > loss_mel: 19.624967575073242 (19.56669547568243) | > loss_duration: 2.167444944381714 (2.0972228586413464) | > loss_1: 33.34318161010742 (33.36006982461851) | > grad_norm_1: tensor(301.4729, device='cuda:0') (tensor(223.8100, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.4052 (0.3726621132230135) | > loader_time: 0.0054 (0.004261622782877959)  --> TIME: 2024-06-10 21:30:01 -- STEP: 254/330 -- GLOBAL_STEP: 137425 | > loss_disc: 2.1796963214874268 (2.2859999100993) | > loss_disc_real_0: 0.08683128654956818 (0.11438044104871788) | > loss_disc_real_1: 0.16385921835899353 (0.20089721609288314) | > loss_disc_real_2: 0.2325570285320282 (0.21626515088118906) | > loss_disc_real_3: 0.2104731649160385 (0.22321675471433505) | > loss_disc_real_4: 0.18069250881671906 (0.21682185069547863) | > loss_disc_real_5: 0.17061586678028107 (0.21113245535319244) | > loss_0: 2.1796963214874268 (2.2859999100993) | > grad_norm_0: tensor(24.8921, device='cuda:0') (tensor(21.4627, device='cuda:0')) | > loss_gen: 2.668395519256592 (2.5939808830501536) | > loss_kl: 1.5374821424484253 (1.6945924951335576) | > loss_feat: 7.504620552062988 (7.4054927093776195) | > loss_mel: 19.77256202697754 (19.517885350805575) | > loss_duration: 2.111290454864502 (2.1027621504828695) | > loss_1: 33.59435272216797 (33.31471346306987) | > grad_norm_1: tensor(442.2840, device='cuda:0') (tensor(236.4728, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.4321 (0.3771485353079369) | > loader_time: 0.0059 (0.004412136678620585)  --> TIME: 2024-06-10 21:30:12 -- STEP: 279/330 -- GLOBAL_STEP: 137450 | > loss_disc: 2.2471706867218018 (2.2869381708056267) | > loss_disc_real_0: 0.10440559685230255 (0.11478562014825028) | > loss_disc_real_1: 0.19786183536052704 (0.20157918980258346) | > loss_disc_real_2: 0.2098197638988495 (0.2158527127517167) | > loss_disc_real_3: 0.20741523802280426 (0.22321189534065972) | > loss_disc_real_4: 0.18254497647285461 (0.21717997408041384) | > loss_disc_real_5: 0.2148718535900116 (0.21110138003330503) | > loss_0: 2.2471706867218018 (2.2869381708056267) | > grad_norm_0: tensor(17.4155, device='cuda:0') (tensor(23.0238, device='cuda:0')) | > loss_gen: 2.61846923828125 (2.592495467073175) | > loss_kl: 1.7951860427856445 (1.6967518709893723) | > loss_feat: 7.717306137084961 (7.418008870975947) | > loss_mel: 19.00568199157715 (19.476118238168812) | > loss_duration: 2.189607620239258 (2.1104829982190156) | > loss_1: 33.32624816894531 (33.29385733518975) | > grad_norm_1: tensor(535.1799, device='cuda:0') (tensor(254.6374, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.4382 (0.3822723323726313) | > loader_time: 0.0061 (0.004565762789873238)  --> TIME: 2024-06-10 21:30:24 -- STEP: 304/330 -- GLOBAL_STEP: 137475 | > loss_disc: 2.3465259075164795 (2.2846197266327706) | > loss_disc_real_0: 0.0638890415430069 (0.11443887068890035) | > loss_disc_real_1: 0.2749312222003937 (0.2014433801860402) | > loss_disc_real_2: 0.17377914488315582 (0.21548505568582765) | > loss_disc_real_3: 0.20182716846466064 (0.2229352028746354) | > loss_disc_real_4: 0.21055880188941956 (0.21697217912266129) | > loss_disc_real_5: 0.20447097718715668 (0.210936519219295) | > loss_0: 2.3465259075164795 (2.2846197266327706) | > grad_norm_0: tensor(35.9857, device='cuda:0') (tensor(24.9450, device='cuda:0')) | > loss_gen: 2.56054425239563 (2.597463981885659) | > loss_kl: 1.824722170829773 (1.6989543190912193) | > loss_feat: 8.019059181213379 (7.451756419319857) | > loss_mel: 19.227161407470703 (19.44718054093813) | > loss_duration: 2.2440028190612793 (2.1198934226443904) | > loss_1: 33.87548828125 (33.3152485521216) | > grad_norm_1: tensor(545.5690, device='cuda:0') (tensor(268.2346, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.4892 (0.38899460670195135) | > loader_time: 0.0079 (0.004738258688073408)  --> TIME: 2024-06-10 21:30:52 -- STEP: 329/330 -- GLOBAL_STEP: 137500 | > loss_disc: 2.448687791824341 (2.2887577916351134) | > loss_disc_real_0: 0.12081711739301682 (0.11583418155649512) | > loss_disc_real_1: 0.27730318903923035 (0.2024154772240341) | > loss_disc_real_2: 0.2956816554069519 (0.2155926042777065) | > loss_disc_real_3: 0.15044033527374268 (0.22309854871233908) | > loss_disc_real_4: 0.12488753348588943 (0.21685733080000863) | > loss_disc_real_5: 0.20430590212345123 (0.21077803021868674) | > loss_0: 2.448687791824341 (2.2887577916351134) | > grad_norm_0: tensor(12.1044, device='cuda:0') (tensor(25.2025, device='cuda:0')) | > loss_gen: 2.543063163757324 (2.6000154040142403) | > loss_kl: 1.9880422353744507 (1.7097948177244884) | > loss_feat: 13.922247886657715 (7.571269455651746) | > loss_mel: 20.4298152923584 (19.406114294173875) | > loss_duration: 2.2890024185180664 (2.1327626491390115) | > loss_1: 41.17216873168945 (33.41995643917184) | > grad_norm_1: tensor(90.1306, device='cuda:0') (tensor(272.2925, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 14.6541 (0.4455394578197445) | > loader_time: 0.0333 (0.005201349142474605) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_137500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.488440752029419 (2.488440752029419) | > loss_disc_real_0: 0.1131642609834671 (0.1131642609834671) | > loss_disc_real_1: 0.27339720726013184 (0.27339720726013184) | > loss_disc_real_2: 0.2362765222787857 (0.2362765222787857) | > loss_disc_real_3: 0.27082356810569763 (0.27082356810569763) | > loss_disc_real_4: 0.26884210109710693 (0.26884210109710693) | > loss_disc_real_5: 0.26446396112442017 (0.26446396112442017) | > loss_0: 2.488440752029419 (2.488440752029419) | > loss_gen: 2.454468011856079 (2.454468011856079) | > loss_kl: 1.7112313508987427 (1.7112313508987427) | > loss_feat: 6.003183841705322 (6.003183841705322) | > loss_mel: 18.24289894104004 (18.24289894104004) | > loss_duration: 2.834848403930664 (2.834848403930664) | > loss_1: 31.24662971496582 (31.24662971496582)  --> STEP: 1 | > loss_disc: 2.275700092315674 (2.275700092315674) | > loss_disc_real_0: 0.08964857459068298 (0.08964857459068298) | > loss_disc_real_1: 0.22491373121738434 (0.22491373121738434) | > loss_disc_real_2: 0.2378980666399002 (0.2378980666399002) | > loss_disc_real_3: 0.28591862320899963 (0.28591862320899963) | > loss_disc_real_4: 0.2535485029220581 (0.2535485029220581) | > loss_disc_real_5: 0.2480749934911728 (0.2480749934911728) | > loss_0: 2.275700092315674 (2.275700092315674) | > loss_gen: 2.6400649547576904 (2.6400649547576904) | > loss_kl: 1.742247462272644 (1.742247462272644) | > loss_feat: 5.417054176330566 (5.417054176330566) | > loss_mel: 19.65290641784668 (19.65290641784668) | > loss_duration: 2.3516077995300293 (2.3516077995300293) | > loss_1: 31.80388069152832 (31.80388069152832)  --> STEP: 2 | > loss_disc: 2.4961254596710205 (2.385912775993347) | > loss_disc_real_0: 0.09788704663515091 (0.09376781061291695) | > loss_disc_real_1: 0.3264545500278473 (0.2756841406226158) | > loss_disc_real_2: 0.26405203342437744 (0.2509750500321388) | > loss_disc_real_3: 0.39379703998565674 (0.3398578315973282) | > loss_disc_real_4: 0.33179569244384766 (0.2926720976829529) | > loss_disc_real_5: 0.34706994891166687 (0.29757247120141983) | > loss_0: 2.4961254596710205 (2.385912775993347) | > loss_gen: 3.058136224746704 (2.8491005897521973) | > loss_kl: 2.301513433456421 (2.0218804478645325) | > loss_feat: 6.296779632568359 (5.856916904449463) | > loss_mel: 21.990293502807617 (20.82159996032715) | > loss_duration: 2.322742462158203 (2.337175130844116) | > loss_1: 35.96946716308594 (33.88667392730713)  --> STEP: 3 | > loss_disc: 2.169099807739258 (2.3136417865753174) | > loss_disc_real_0: 0.04105512425303459 (0.07619691515962283) | > loss_disc_real_1: 0.1901129186153412 (0.24716039995352426) | > loss_disc_real_2: 0.2461012601852417 (0.24935045341650644) | > loss_disc_real_3: 0.2410474270582199 (0.3069210300842921) | > loss_disc_real_4: 0.2470802515745163 (0.27747481564680737) | > loss_disc_real_5: 0.324840247631073 (0.3066617300113042) | > loss_0: 2.169099807739258 (2.3136417865753174) | > loss_gen: 2.750908374786377 (2.8163698514302573) | > loss_kl: 1.982925534248352 (2.008895476659139) | > loss_feat: 7.297893524169922 (6.337242444356282) | > loss_mel: 21.218900680541992 (20.954033533732098) | > loss_duration: 2.185164451599121 (2.2865049044291177) | > loss_1: 35.435794830322266 (34.40304756164551)  --> STEP: 4 | > loss_disc: 2.4520423412323 (2.348241925239563) | > loss_disc_real_0: 0.18770292401313782 (0.10407341737300158) | > loss_disc_real_1: 0.38909584283828735 (0.28264426067471504) | > loss_disc_real_2: 0.2345273643732071 (0.2456446811556816) | > loss_disc_real_3: 0.25778236985206604 (0.2946363650262356) | > loss_disc_real_4: 0.2304459810256958 (0.26571760699152946) | > loss_disc_real_5: 0.21288080513477325 (0.2832164987921715) | > loss_0: 2.4520423412323 (2.348241925239563) | > loss_gen: 2.946744918823242 (2.8489636182785034) | > loss_kl: 2.8549065589904785 (2.220398247241974) | > loss_feat: 7.108954429626465 (6.530170440673828) | > loss_mel: 19.53840446472168 (20.600126266479492) | > loss_duration: 2.2316198348999023 (2.272783637046814) | > loss_1: 34.680633544921875 (34.4724440574646)  --> STEP: 5 | > loss_disc: 2.532338857650757 (2.3850613117218016) | > loss_disc_real_0: 0.1440979242324829 (0.11207831874489785) | > loss_disc_real_1: 0.34563013911247253 (0.2952414363622665) | > loss_disc_real_2: 0.3484245538711548 (0.26620065569877627) | > loss_disc_real_3: 0.25034016370773315 (0.2857771247625351) | > loss_disc_real_4: 0.2606751024723053 (0.2647091060876846) | > loss_disc_real_5: 0.25774118304252625 (0.27812143564224245) | > loss_0: 2.532338857650757 (2.3850613117218016) | > loss_gen: 3.073763608932495 (2.893923616409302) | > loss_kl: 1.8849543333053589 (2.153309464454651) | > loss_feat: 6.5687127113342285 (6.537878894805909) | > loss_mel: 19.729141235351562 (20.425929260253906) | > loss_duration: 2.325908899307251 (2.283408689498901) | > loss_1: 33.582481384277344 (34.294451522827146)  --> STEP: 6 | > loss_disc: 2.449038028717041 (2.395724097887675) | > loss_disc_real_0: 0.08821751177310944 (0.10810151758293311) | > loss_disc_real_1: 0.2540704309940338 (0.28837960213422775) | > loss_disc_real_2: 0.31252145767211914 (0.27392078936100006) | > loss_disc_real_3: 0.3425302505493164 (0.295235979060332) | > loss_disc_real_4: 0.33667612075805664 (0.2767036085327466) | > loss_disc_real_5: 0.33430472016334534 (0.2874853163957596) | > loss_0: 2.449038028717041 (2.395724097887675) | > loss_gen: 2.8989598751068115 (2.8947629928588867) | > loss_kl: 1.496392846107483 (2.0438233613967896) | > loss_feat: 5.643714904785156 (6.388851563135783) | > loss_mel: 20.484323501586914 (20.435661633809406) | > loss_duration: 2.072270393371582 (2.2482189734776816) | > loss_1: 32.59566116333008 (34.0113197962443)  --> STEP: 7 | > loss_disc: 2.341315507888794 (2.387951442173549) | > loss_disc_real_0: 0.14702512323856354 (0.1136620326765946) | > loss_disc_real_1: 0.24512213468551636 (0.282199963927269) | > loss_disc_real_2: 0.3536245822906494 (0.2853070454938071) | > loss_disc_real_3: 0.28885531425476074 (0.29432445551667896) | > loss_disc_real_4: 0.25483429431915283 (0.2735794207879475) | > loss_disc_real_5: 0.22506238520145416 (0.2785677547965731) | > loss_0: 2.341315507888794 (2.387951442173549) | > loss_gen: 2.769472599029541 (2.8768643651689803) | > loss_kl: 2.868476390838623 (2.161630937031337) | > loss_feat: 6.7454142570495605 (6.439789090837751) | > loss_mel: 19.622804641723633 (20.31953920636858) | > loss_duration: 2.3906466960906982 (2.2685657909938266) | > loss_1: 34.39681625366211 (34.06639071873256)  --> STEP: 8 | > loss_disc: 2.393775463104248 (2.3886794447898865) | > loss_disc_real_0: 0.15040484070777893 (0.11825488368049264) | > loss_disc_real_1: 0.24716408550739288 (0.27782047912478447) | > loss_disc_real_2: 0.28571176528930664 (0.28535763546824455) | > loss_disc_real_3: 0.3208833634853363 (0.2976443190127611) | > loss_disc_real_4: 0.2546182870864868 (0.27120927907526493) | > loss_disc_real_5: 0.31152090430259705 (0.2826868984848261) | > loss_0: 2.393775463104248 (2.3886794447898865) | > loss_gen: 2.8191161155700684 (2.869645833969116) | > loss_kl: 2.4310460090637207 (2.195307821035385) | > loss_feat: 10.326936721801758 (6.925682544708252) | > loss_mel: 21.643924713134766 (20.485087394714355) | > loss_duration: 2.158783435821533 (2.25484299659729) | > loss_1: 39.37980651855469 (34.73056769371033)  --> STEP: 9 | > loss_disc: 2.4138364791870117 (2.3914746708340116) | > loss_disc_real_0: 0.16458386182785034 (0.12340254791908795) | > loss_disc_real_1: 0.26878663897514343 (0.2768167191081577) | > loss_disc_real_2: 0.3653813600540161 (0.29424916042221916) | > loss_disc_real_3: 0.2763369381427765 (0.29527683224942947) | > loss_disc_real_4: 0.30623841285705566 (0.27510140505101943) | > loss_disc_real_5: 0.3070237636566162 (0.285390994615025) | > loss_0: 2.4138364791870117 (2.3914746708340116) | > loss_gen: 3.055187702178955 (2.890261597103543) | > loss_kl: 2.0530760288238525 (2.179504288567437) | > loss_feat: 9.968817710876465 (7.263808674282497) | > loss_mel: 21.555137634277344 (20.60398186577691) | > loss_duration: 2.1062607765197754 (2.2383338610331216) | > loss_1: 38.73847961425781 (35.17589124043783)  --> STEP: 10 | > loss_disc: 2.7425522804260254 (2.426582431793213) | > loss_disc_real_0: 0.08339935541152954 (0.1194022286683321) | > loss_disc_real_1: 0.36611953377723694 (0.28574700057506563) | > loss_disc_real_2: 0.43220680952072144 (0.3080449253320694) | > loss_disc_real_3: 0.33322304487228394 (0.29907145351171494) | > loss_disc_real_4: 0.336987167596817 (0.28128998130559923) | > loss_disc_real_5: 0.3311205804347992 (0.2899639531970024) | > loss_0: 2.7425522804260254 (2.426582431793213) | > loss_gen: 2.8506455421447754 (2.886299991607666) | > loss_kl: 2.02854061126709 (2.1644079208374025) | > loss_feat: 4.837986469268799 (7.021226453781128) | > loss_mel: 17.691694259643555 (20.312753105163573) | > loss_duration: 2.2599077224731445 (2.240491247177124) | > loss_1: 29.668773651123047 (34.62517948150635)  --> STEP: 11 | > loss_disc: 2.6023011207580566 (2.442556858062744) | > loss_disc_real_0: 0.1492912471294403 (0.12211941216479648) | > loss_disc_real_1: 0.23642794787883759 (0.281263450329954) | > loss_disc_real_2: 0.34377971291542053 (0.3112935423851013) | > loss_disc_real_3: 0.3506918251514435 (0.30376421456987207) | > loss_disc_real_4: 0.32082024216651917 (0.2848836413838647) | > loss_disc_real_5: 0.31980472803115845 (0.2926767509091984) | > loss_0: 2.6023011207580566 (2.442556858062744) | > loss_gen: 2.703063488006592 (2.869642127643932) | > loss_kl: 2.2441914081573486 (2.171660965139216) | > loss_feat: 4.8862762451171875 (6.827140071175315) | > loss_mel: 20.486120223999023 (20.328513752330434) | > loss_duration: 2.3621485233306885 (2.2515509995547207) | > loss_1: 32.681800842285156 (34.4485086961226)  --> STEP: 12 | > loss_disc: 2.180014133453369 (2.4206782976786294) | > loss_disc_real_0: 0.08145555853843689 (0.11873075769593318) | > loss_disc_real_1: 0.36158525943756104 (0.28795693442225456) | > loss_disc_real_2: 0.2663789987564087 (0.30755066374937695) | > loss_disc_real_3: 0.24472865462303162 (0.298844584574302) | > loss_disc_real_4: 0.20960022509098053 (0.27861002335945767) | > loss_disc_real_5: 0.1682656705379486 (0.2823091608782609) | > loss_0: 2.180014133453369 (2.4206782976786294) | > loss_gen: 3.0555946826934814 (2.8851381738980613) | > loss_kl: 1.8921754360198975 (2.1483705043792725) | > loss_feat: 7.295898914337158 (6.866203308105469) | > loss_mel: 19.8648738861084 (20.28987709681193) | > loss_duration: 2.2291598320007324 (2.249685068925222) | > loss_1: 34.337703704833984 (34.43927494684855)  --> STEP: 13 | > loss_disc: 2.4847748279571533 (2.4256088000077467) | > loss_disc_real_0: 0.15007351338863373 (0.121141738903064) | > loss_disc_real_1: 0.3594996929168701 (0.293460223537225) | > loss_disc_real_2: 0.33526238799095154 (0.30968233484488267) | > loss_disc_real_3: 0.2652345895767212 (0.2962592003437189) | > loss_disc_real_4: 0.21467265486717224 (0.27369176424466646) | > loss_disc_real_5: 0.26584509015083313 (0.28104269389922804) | > loss_0: 2.4847748279571533 (2.4256088000077467) | > loss_gen: 3.2055461406707764 (2.9097849405728855) | > loss_kl: 2.508784055709839 (2.176094623712393) | > loss_feat: 7.049465179443359 (6.88030037513146) | > loss_mel: 18.345603942871094 (20.140317623431866) | > loss_duration: 2.1450438499450684 (2.241635744388287) | > loss_1: 33.25444412231445 (34.348134114192085)  --> STEP: 14 | > loss_disc: 2.2455358505249023 (2.4127464464732578) | > loss_disc_real_0: 0.1129777655005455 (0.12055859794574124) | > loss_disc_real_1: 0.2649455964565277 (0.2914234644600323) | > loss_disc_real_2: 0.28740787506103516 (0.3080913020031793) | > loss_disc_real_3: 0.25617948174476624 (0.29339636330093655) | > loss_disc_real_4: 0.280210018157959 (0.27415735380990164) | > loss_disc_real_5: 0.29864972829818726 (0.2823003392134394) | > loss_0: 2.2455358505249023 (2.4127464464732578) | > loss_gen: 3.477484703063965 (2.9503349236079623) | > loss_kl: 2.8325979709625244 (2.222987719944545) | > loss_feat: 8.090570449829102 (6.966748237609863) | > loss_mel: 20.803878784179688 (20.18771484919957) | > loss_duration: 2.354523181915283 (2.2496991327830727) | > loss_1: 37.55905532836914 (34.57748562949045)  --> STEP: 15 | > loss_disc: 2.4480628967285156 (2.4151008764902753) | > loss_disc_real_0: 0.16496607661247253 (0.12351909652352333) | > loss_disc_real_1: 0.2840472161769867 (0.29093171457449596) | > loss_disc_real_2: 0.32175174355506897 (0.3090019981066386) | > loss_disc_real_3: 0.3338084816932678 (0.29609050452709196) | > loss_disc_real_4: 0.2795144319534302 (0.27451449235280356) | > loss_disc_real_5: 0.35842540860176086 (0.2873753438393275) | > loss_0: 2.4480628967285156 (2.4151008764902753) | > loss_gen: 3.1822919845581055 (2.9657987276713054) | > loss_kl: 2.4465551376342773 (2.237892214457194) | > loss_feat: 7.712359428405762 (7.01645565032959) | > loss_mel: 21.58015251159668 (20.28054402669271) | > loss_duration: 2.2714529037475586 (2.251149384180705) | > loss_1: 37.192813873291016 (34.751840845743814)  --> STEP: 16 | > loss_disc: 2.3345870971679688 (2.410068765282631) | > loss_disc_real_0: 0.07126165926456451 (0.1202530066948384) | > loss_disc_real_1: 0.2401657998561859 (0.2877588449046016) | > loss_disc_real_2: 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loss_disc_real_5: 0.36944901943206787 (0.283556828604025) | > loss_0: 2.6813807487487793 (2.4260282937218163) | > loss_gen: 3.106736898422241 (2.9508826171650604) | > loss_kl: 1.6385564804077148 (2.192407215342802) | > loss_feat: 5.325794219970703 (6.963459323434269) | > loss_mel: 19.4970760345459 (20.001125447890338) | > loss_duration: 2.365757465362549 (2.2619064134709976) | > loss_1: 31.93391990661621 (34.36978171853458)  --> STEP: 18 | > loss_disc: 1.7310185432434082 (2.38741664091746) | > loss_disc_real_0: 0.09344468265771866 (0.12031927063233322) | > loss_disc_real_1: 0.1682429313659668 (0.282605792913172) | > loss_disc_real_2: 0.17765027284622192 (0.30448366204897565) | > loss_disc_real_3: 0.1577323079109192 (0.28607214407788384) | > loss_disc_real_4: 0.1807449758052826 (0.27297178159157437) | > loss_disc_real_5: 0.1856462061405182 (0.2781173495782746) | > loss_0: 1.7310185432434082 (2.38741664091746) | > loss_gen: 3.0100088119506836 (2.9541674057642617) | > loss_kl: 2.2441225051879883 (2.195280287000868) | > loss_feat: 11.00529956817627 (7.188006003697713) | > loss_mel: 21.803068161010742 (20.101233376397026) | > loss_duration: 2.237125873565674 (2.260529716809591) | > loss_1: 40.299625396728516 (34.69921747843424)  --> STEP: 19 | > loss_disc: 2.5652265548706055 (2.39677505744131) | > loss_disc_real_0: 0.16336911916732788 (0.12258505213417505) | > loss_disc_real_1: 0.24301981925964355 (0.2805223206156178) | > loss_disc_real_2: 0.22391295433044434 (0.3002430984848424) | > loss_disc_real_3: 0.31600865721702576 (0.28764775003257553) | > loss_disc_real_4: 0.2685791254043579 (0.27274058916066823) | > loss_disc_real_5: 0.3113490641117096 (0.2798663871852975) | > loss_0: 2.5652265548706055 (2.39677505744131) | > loss_gen: 2.6225271224975586 (2.9367126540133826) | > loss_kl: 1.526538610458374 (2.1600833566565263) | > loss_feat: 7.697450160980225 (7.214818854081003) | > loss_mel: 18.756511688232422 (20.030458550704154) | > loss_duration: 2.2745299339294434 (2.2612665703422143) | > loss_1: 32.87755584716797 (34.603340550472865)  --> STEP: 20 | > loss_disc: 2.3861544132232666 (2.396244025230408) | > loss_disc_real_0: 0.12537610530853271 (0.12272460479289293) | > loss_disc_real_1: 0.2124577760696411 (0.27711909338831897) | > loss_disc_real_2: 0.32134130597114563 (0.30129800885915753) | > loss_disc_real_3: 0.34681078791618347 (0.29060590192675595) | > loss_disc_real_4: 0.2774220407009125 (0.2729746617376804) | > loss_disc_real_5: 0.35918331146240234 (0.28383223339915276) | > loss_0: 2.3861544132232666 (2.396244025230408) | > loss_gen: 3.0280585289001465 (2.9412799477577205) | > loss_kl: 1.812079906463623 (2.142683184146881) | > loss_feat: 6.260146617889404 (7.1670852422714235) | > loss_mel: 21.240066528320312 (20.09093894958496) | > loss_duration: 2.3143410682678223 (2.2639202952384947) | > loss_1: 34.654693603515625 (34.605908203125)  --> STEP: 21 | > loss_disc: 2.0353896617889404 (2.3790604841141474) | > loss_disc_real_0: 0.08803215622901917 (0.12107258343270846) | > loss_disc_real_1: 0.19957013428211212 (0.2734262858118329) | > loss_disc_real_2: 0.2156156748533249 (0.29721789771602264) | > loss_disc_real_3: 0.24960684776306152 (0.28865356601419906) | > loss_disc_real_4: 0.2017849087715149 (0.26958467350119636) | > loss_disc_real_5: 0.27716413140296936 (0.2835147047326678) | > loss_0: 2.0353896617889404 (2.3790604841141474) | > loss_gen: 3.113680839538574 (2.9494895140329995) | > loss_kl: 2.1528539657592773 (2.143167507080805) | > loss_feat: 6.870432376861572 (7.152958915347145) | > loss_mel: 17.474956512451172 (19.966368357340496) | > loss_duration: 2.1533420085906982 (2.2586546625409807) | > loss_1: 31.7652645111084 (34.470639455886115)  --> STEP: 22 | > loss_disc: 2.0773191452026367 (2.3653449687090786) | > loss_disc_real_0: 0.0928119421005249 (0.11978800882670013) | > loss_disc_real_1: 0.18264733254909515 (0.26929996975443576) | > loss_disc_real_2: 0.19327133893966675 (0.2924930541352792) | > loss_disc_real_3: 0.22665536403656006 (0.28583546592430636) | > loss_disc_real_4: 0.2384474128484726 (0.2681693434715271) | > loss_disc_real_5: 0.24881021678447723 (0.28193722800775006) | > loss_0: 2.0773191452026367 (2.3653449687090786) | > loss_gen: 2.8766355514526367 (2.9461779702793467) | > loss_kl: 2.209594964981079 (2.146186936985363) | > loss_feat: 8.023128509521484 (7.192512078718706) | > loss_mel: 21.326021194458008 (20.028170759027656) | > loss_duration: 2.1373281478881836 (2.2531398209658535) | > loss_1: 36.57270812988281 (34.56618803197687)  --> STEP: 23 | > loss_disc: 2.3128199577331543 (2.363061272579691) | > loss_disc_real_0: 0.1934993863105774 (0.12299285132599913) | > loss_disc_real_1: 0.299764484167099 (0.27062451385933417) | > loss_disc_real_2: 0.3038671910762787 (0.29298758182836615) | > loss_disc_real_3: 0.27677544951438904 (0.2854415521673534) | > loss_disc_real_4: 0.2594909369945526 (0.26779202145078906) | > loss_disc_real_5: 0.24042561650276184 (0.2801323753336202) | > loss_0: 2.3128199577331543 (2.363061272579691) | > loss_gen: 3.069225311279297 (2.951527854670649) | > loss_kl: 2.1471898555755615 (2.1462305421414585) | > loss_feat: 8.117998123168945 (7.232750602390455) | > loss_mel: 19.563762664794922 (20.007979102756668) | > loss_duration: 2.279252767562866 (2.2542751664700718) | > loss_1: 35.17742919921875 (34.59276373490043)  --> STEP: 24 | > loss_disc: 2.1688365936279297 (2.3549685776233678) | > loss_disc_real_0: 0.21715524792671204 (0.12691628451769552) | > loss_disc_real_1: 0.3080494999885559 (0.27218388828138507) | > loss_disc_real_2: 0.2768006920814514 (0.29231312808891136) | > loss_disc_real_3: 0.18237470090389252 (0.28114710003137583) | > loss_disc_real_4: 0.21313077211380005 (0.2655144693950812) | > loss_disc_real_5: 0.26664993166923523 (0.27957060684760415) | > loss_0: 2.1688365936279297 (2.3549685776233678) | > loss_gen: 3.24973726272583 (2.9639532466729483) | > loss_kl: 2.4551126956939697 (2.159100631872813) | > loss_feat: 8.308134078979492 (7.277558247248332) | > loss_mel: 19.113628387451172 (19.97071448961894) | > loss_duration: 2.415266513824463 (2.260983139276505) | > loss_1: 35.5418815612793 (34.63231031099955)  --> STEP: 25 | > loss_disc: 2.485457181930542 (2.360188121795655) | > loss_disc_real_0: 0.10552088916301727 (0.12606046870350837) | > loss_disc_real_1: 0.20156221091747284 (0.2693590211868286) | > loss_disc_real_2: 0.2108565717935562 (0.28905486583709716) | > loss_disc_real_3: 0.2944890856742859 (0.2816807794570922) | > loss_disc_real_4: 0.34637707471847534 (0.26874897360801697) | > loss_disc_real_5: 0.28102099895477295 (0.2796286225318909) | > loss_0: 2.485457181930542 (2.360188121795655) | > loss_gen: 2.5638794898986816 (2.9479502964019777) | > loss_kl: 2.58665132522583 (2.176202659606934) | > loss_feat: 8.055581092834473 (7.308679161071777) | > loss_mel: 18.866342544555664 (19.926539611816406) | > loss_duration: 2.319005012512207 (2.263304014205933) | > loss_1: 34.39146041870117 (34.622676315307615)  --> STEP: 26 | > loss_disc: 1.8529763221740723 (2.3406799756563634) | > loss_disc_real_0: 0.06636016070842743 (0.12376430301138988) | > loss_disc_real_1: 0.1557091921567917 (0.2649878739164425) | > loss_disc_real_2: 0.19221191108226776 (0.2853301368080653) | > loss_disc_real_3: 0.22273223102092743 (0.27941352759416277) | > loss_disc_real_4: 0.17039236426353455 (0.26496602709476763) | > loss_disc_real_5: 0.1709863841533661 (0.2754500749019476) | > loss_0: 1.8529763221740723 (2.3406799756563634) | > loss_gen: 2.8290584087371826 (2.943377531491793) | > loss_kl: 1.7895622253417969 (2.1613318736736593) | > loss_feat: 16.070215225219727 (7.64566131738516) | > loss_mel: 23.477453231811523 (20.06311321258545) | > loss_duration: 2.277891159057617 (2.2638650582386903) | > loss_1: 46.444183349609375 (35.07734966278076) --> EVAL PERFORMANCE | > avg_loader_time: 0.002589510037348821 (+3.267251528226442e-05) | > avg_loss_disc: 2.3406799756563634 (+0.011671891579262184) | > avg_loss_disc_real_0: 0.12376430301138988 (+0.03590856435207221) | > avg_loss_disc_real_1: 0.2649878739164425 (+0.08561710124978647) | > avg_loss_disc_real_2: 0.2853301368080653 (+0.06380709318014294) | > avg_loss_disc_real_3: 0.27941352759416277 (+0.05949422602470095) | > avg_loss_disc_real_4: 0.26496602709476763 (+0.09979891289885229) | > avg_loss_disc_real_5: 0.2754500749019476 (+0.07811519589561683) | > avg_loss_0: 2.3406799756563634 (+0.011671891579262184) | > avg_loss_gen: 2.943377531491793 (+0.7768847483855028) | > avg_loss_kl: 2.1613318736736593 (-0.004834147600027094) | > avg_loss_feat: 7.64566131738516 (+0.15263495078453726) | > avg_loss_mel: 20.06311321258545 (+0.5907000761765708) | > avg_loss_duration: 2.2638650582386903 (-0.006971826920141755) | > avg_loss_1: 35.07734966278076 (+1.5084146352914658)  > EPOCH: 150/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:31:02)   --> TIME: 2024-06-10 21:31:11 -- STEP: 24/330 -- GLOBAL_STEP: 137525 | > loss_disc: 2.2452292442321777 (2.3010943134625745) | > loss_disc_real_0: 0.0903017520904541 (0.11208558920770884) | > loss_disc_real_1: 0.1961304396390915 (0.19676697875062624) | > loss_disc_real_2: 0.19587507843971252 (0.2139792386442423) | > loss_disc_real_3: 0.19805622100830078 (0.22693993027011553) | > loss_disc_real_4: 0.19804096221923828 (0.22454083214203516) | > loss_disc_real_5: 0.19408062100410461 (0.21558899929126105) | > loss_0: 2.2452292442321777 (2.3010943134625745) | > grad_norm_0: tensor(7.6471, device='cuda:0') (tensor(15.1111, device='cuda:0')) | > loss_gen: 2.4726948738098145 (2.545259008804957) | > loss_kl: 1.6984707117080688 (1.6788248022397358) | > loss_feat: 8.058273315429688 (7.148500720659892) | > loss_mel: 20.15813446044922 (19.62767275174459) | > loss_duration: 2.041210412979126 (2.160169452428818) | > loss_1: 34.42878341674805 (33.160427014033) | > grad_norm_1: tensor(82.5011, device='cuda:0') (tensor(154.5481, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3639 (0.3563999533653259) | > loader_time: 0.0033 (0.003381580114364624)  --> TIME: 2024-06-10 21:31:20 -- STEP: 49/330 -- GLOBAL_STEP: 137550 | > loss_disc: 2.2197275161743164 (2.272697122729554) | > loss_disc_real_0: 0.10481300204992294 (0.11260570464085559) | > loss_disc_real_1: 0.21097798645496368 (0.19927421060143685) | > loss_disc_real_2: 0.2255733609199524 (0.2138768273348711) | > loss_disc_real_3: 0.19114845991134644 (0.2252212744586322) | > loss_disc_real_4: 0.1815684288740158 (0.21936951303968624) | > loss_disc_real_5: 0.1682111918926239 (0.21198277692405545) | > loss_0: 2.2197275161743164 (2.272697122729554) | > grad_norm_0: tensor(16.5514, device='cuda:0') (tensor(11.9996, device='cuda:0')) | > loss_gen: 2.6098270416259766 (2.602266953915966) | > loss_kl: 1.5449267625808716 (1.6809992619923182) | > loss_feat: 7.639716625213623 (7.335001906570123) | > loss_mel: 19.801979064941406 (19.707680449193845) | > loss_duration: 2.01332688331604 (2.108222338618064) | > loss_1: 33.60977554321289 (33.43417097597707) | > grad_norm_1: tensor(164.5634, device='cuda:0') (tensor(135.7007, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3621 (0.3539776315494459) | > loader_time: 0.0035 (0.0033992991155507614)  --> TIME: 2024-06-10 21:31:29 -- STEP: 74/330 -- GLOBAL_STEP: 137575 | > loss_disc: 2.2111568450927734 (2.272830286541501) | > loss_disc_real_0: 0.07464566826820374 (0.1134312107554964) | > loss_disc_real_1: 0.18965306878089905 (0.19857261853443609) | > loss_disc_real_2: 0.2139478623867035 (0.21317973551717964) | > loss_disc_real_3: 0.24710211157798767 (0.22365258070262703) | > loss_disc_real_4: 0.22201643884181976 (0.21864174950767207) | > loss_disc_real_5: 0.23636384308338165 (0.2110325398074614) | > loss_0: 2.2111568450927734 (2.272830286541501) | > grad_norm_0: tensor(14.8525, device='cuda:0') (tensor(11.9624, device='cuda:0')) | > loss_gen: 2.7212438583374023 (2.5958556001250814) | > loss_kl: 1.7161449193954468 (1.6829133645908252) | > loss_feat: 7.699741363525391 (7.374682484446345) | > loss_mel: 20.56505012512207 (19.693674448374164) | > loss_duration: 1.9760258197784424 (2.088567711211539) | > loss_1: 34.67820358276367 (33.43569356041986) | > grad_norm_1: tensor(148.0322, device='cuda:0') (tensor(138.8547, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3628 (0.3544776536322928) | > loader_time: 0.0035 (0.0034886211962313267)  --> TIME: 2024-06-10 21:31:39 -- STEP: 99/330 -- GLOBAL_STEP: 137600 | > loss_disc: 2.2782721519470215 (2.279723820060191) | > loss_disc_real_0: 0.12796911597251892 (0.11420444143239898) | > loss_disc_real_1: 0.17698627710342407 (0.20102432023997258) | > loss_disc_real_2: 0.221360981464386 (0.21308705466564257) | > loss_disc_real_3: 0.19653008878231049 (0.2232566639931515) | > loss_disc_real_4: 0.22939720749855042 (0.21893146498636765) | > loss_disc_real_5: 0.22694943845272064 (0.21146037708027193) | > loss_0: 2.2782721519470215 (2.279723820060191) | > grad_norm_0: tensor(7.1690, device='cuda:0') (tensor(11.6949, device='cuda:0')) | > loss_gen: 2.649427652359009 (2.585861340917723) | > loss_kl: 1.5524168014526367 (1.6865573904731057) | > loss_feat: 6.933733940124512 (7.347792032993201) | > loss_mel: 19.232885360717773 (19.694665793216593) | > loss_duration: 2.0451533794403076 (2.0819966263241234) | > loss_1: 32.41361618041992 (33.396873030999714) | > grad_norm_1: tensor(163.4985, device='cuda:0') (tensor(143.3913, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3459 (0.3548081764067061) | > loader_time: 0.004 (0.0035641554630163946)  --> TIME: 2024-06-10 21:31:48 -- STEP: 124/330 -- GLOBAL_STEP: 137625 | > loss_disc: 2.2724592685699463 (2.2782910466194153) | > loss_disc_real_0: 0.10253071784973145 (0.11522504999752968) | > loss_disc_real_1: 0.2215372622013092 (0.20078004956726106) | > loss_disc_real_2: 0.2125217616558075 (0.21335295287351455) | > loss_disc_real_3: 0.2150452435016632 (0.22282353500204702) | > loss_disc_real_4: 0.2193828523159027 (0.21785502135753632) | > loss_disc_real_5: 0.21476314961910248 (0.21044239017271227) | > loss_0: 2.2724592685699463 (2.2782910466194153) | > grad_norm_0: tensor(5.4896, device='cuda:0') (tensor(11.9786, device='cuda:0')) | > loss_gen: 2.702399730682373 (2.58903689730552) | > loss_kl: 1.6363716125488281 (1.680511441922957) | > loss_feat: 7.511282920837402 (7.3761915314582085) | > loss_mel: 19.673669815063477 (19.699908994859268) | > loss_duration: 2.078429698944092 (2.0806039389102673) | > loss_1: 33.60215377807617 (33.42625258045814) | > grad_norm_1: tensor(139.4366, device='cuda:0') (tensor(151.8623, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3543 (0.3559279999425333) | > loader_time: 0.0039 (0.00367907747145622)  --> TIME: 2024-06-10 21:31:57 -- STEP: 149/330 -- GLOBAL_STEP: 137650 | > loss_disc: 2.270810604095459 (2.2798722590376066) | > loss_disc_real_0: 0.10497824102640152 (0.11561346199088449) | > loss_disc_real_1: 0.24416619539260864 (0.20037571275794264) | > loss_disc_real_2: 0.21839646995067596 (0.2132135063609821) | > loss_disc_real_3: 0.2149428129196167 (0.22234736162944127) | > loss_disc_real_4: 0.19331978261470795 (0.21759634850009177) | > loss_disc_real_5: 0.18880902230739594 (0.21073854849642557) | > loss_0: 2.270810604095459 (2.2798722590376066) | > grad_norm_0: tensor(19.9057, device='cuda:0') (tensor(12.8725, device='cuda:0')) | > loss_gen: 2.5539491176605225 (2.5878299338705597) | > loss_kl: 1.5841916799545288 (1.681590818718776) | > loss_feat: 7.17579984664917 (7.405339743466985) | > loss_mel: 20.15035057067871 (19.723290769845853) | > loss_duration: 2.10449481010437 (2.081556040968669) | > loss_1: 33.56878662109375 (33.4796071276569) | > grad_norm_1: tensor(180.7064, device='cuda:0') (tensor(160.3514, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3585 (0.35741761226782065) | > loader_time: 0.0043 (0.0037659014631437776)  --> TIME: 2024-06-10 21:32:07 -- STEP: 174/330 -- GLOBAL_STEP: 137675 | > loss_disc: 2.2484941482543945 (2.279104464355557) | > loss_disc_real_0: 0.10004931688308716 (0.11582077894060092) | > loss_disc_real_1: 0.20233239233493805 (0.2005157942573229) | > loss_disc_real_2: 0.2187638133764267 (0.2133549528046586) | > loss_disc_real_3: 0.21919578313827515 (0.2226961348419902) | > loss_disc_real_4: 0.1913301944732666 (0.2168726086102683) | > loss_disc_real_5: 0.2215932011604309 (0.2109573040714209) | > loss_0: 2.2484941482543945 (2.279104464355557) | > grad_norm_0: tensor(18.2511, device='cuda:0') (tensor(14.0748, device='cuda:0')) | > loss_gen: 2.346036672592163 (2.5897111180184895) | > loss_kl: 1.7828558683395386 (1.6839065455842293) | > loss_feat: 7.604289531707764 (7.41340185855997) | > loss_mel: 19.433025360107422 (19.67300556445944) | > loss_duration: 2.1544864177703857 (2.0846073743940754) | > loss_1: 33.32069396972656 (33.44463231097694) | > grad_norm_1: tensor(263.9259, device='cuda:0') (tensor(173.4098, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3765 (0.3596962717757828) | > loader_time: 0.0053 (0.0038888180392912066)  --> TIME: 2024-06-10 21:32:16 -- STEP: 199/330 -- GLOBAL_STEP: 137700 | > loss_disc: 2.465362310409546 (2.272538001213842) | > loss_disc_real_0: 0.1780616044998169 (0.11373880565465994) | > loss_disc_real_1: 0.21919679641723633 (0.2000527539894209) | > loss_disc_real_2: 0.2748028039932251 (0.21330095340858152) | > loss_disc_real_3: 0.20030292868614197 (0.2220718380644094) | > loss_disc_real_4: 0.18218334019184113 (0.21547897908855324) | > loss_disc_real_5: 0.17870253324508667 (0.21090762961150414) | > loss_0: 2.465362310409546 (2.272538001213842) | > grad_norm_0: tensor(43.8929, device='cuda:0') (tensor(15.7993, device='cuda:0')) | > loss_gen: 2.6024956703186035 (2.6087531600166183) | > loss_kl: 1.6837745904922485 (1.685586330279633) | > loss_feat: 6.454738140106201 (7.459574546047191) | > loss_mel: 19.76881217956543 (19.64901888670035) | > loss_duration: 2.196259021759033 (2.090636873365047) | > loss_1: 32.70608139038086 (33.49356967600147) | > grad_norm_1: tensor(267.7191, device='cuda:0') (tensor(182.5257, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3838 (0.3628608473581285) | > loader_time: 0.0048 (0.004040139404373551)  --> TIME: 2024-06-10 21:32:27 -- STEP: 224/330 -- GLOBAL_STEP: 137725 | > loss_disc: 2.2168569564819336 (2.27842630392739) | > loss_disc_real_0: 0.08357807993888855 (0.114893784862943) | > loss_disc_real_1: 0.2197342813014984 (0.20059455724965244) | > loss_disc_real_2: 0.2358306348323822 (0.21388695774866) | > loss_disc_real_3: 0.20711524784564972 (0.2226054428943566) | > loss_disc_real_4: 0.23899191617965698 (0.21690134883725218) | > loss_disc_real_5: 0.2168390452861786 (0.21163351980171033) | > loss_0: 2.2168569564819336 (2.27842630392739) | > grad_norm_0: tensor(29.9363, device='cuda:0') (tensor(19.2050, device='cuda:0')) | > loss_gen: 2.5783259868621826 (2.6168006083794983) | > loss_kl: 1.6485319137573242 (1.6844622242663587) | > loss_feat: 7.979639053344727 (7.477757236787251) | > loss_mel: 18.97718620300293 (19.611676795142035) | > loss_duration: 2.2013490200042725 (2.0963173098862176) | > loss_1: 33.385032653808594 (33.48701402970722) | > grad_norm_1: tensor(432.1452, device='cuda:0') (tensor(203.8858, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.3936 (0.3663943463138172) | > loader_time: 0.0057 (0.004177064767905643)  --> TIME: 2024-06-10 21:32:37 -- STEP: 249/330 -- GLOBAL_STEP: 137750 | > loss_disc: 2.2999606132507324 (2.2841775201889427) | > loss_disc_real_0: 0.1136266440153122 (0.11610185163447177) | > loss_disc_real_1: 0.20300045609474182 (0.20050036625929143) | > loss_disc_real_2: 0.24883846938610077 (0.2143383708943325) | > loss_disc_real_3: 0.23833651840686798 (0.22299892195017942) | > loss_disc_real_4: 0.231991708278656 (0.21761769247821058) | > loss_disc_real_5: 0.23901227116584778 (0.21224530328469104) | > loss_0: 2.2999606132507324 (2.2841775201889427) | > grad_norm_0: tensor(5.2063, device='cuda:0') (tensor(19.1342, device='cuda:0')) | > loss_gen: 2.4099252223968506 (2.608493073398328) | > loss_kl: 1.7587416172027588 (1.6822580759783825) | > loss_feat: 6.832405090332031 (7.445668798852637) | > loss_mel: 19.0775146484375 (19.576552762563924) | > loss_duration: 2.1556220054626465 (2.103222113057792) | > loss_1: 32.23420715332031 (33.41619471661057) | > grad_norm_1: tensor(75.5196, device='cuda:0') (tensor(200.8544, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.4166 (0.37099337003317223) | > loader_time: 0.0055 (0.004332482096660567)  --> TIME: 2024-06-10 21:32:48 -- STEP: 274/330 -- GLOBAL_STEP: 137775 | > loss_disc: 2.3122477531433105 (2.284891558824667) | > loss_disc_real_0: 0.14210614562034607 (0.11672258537507406) | > loss_disc_real_1: 0.18741202354431152 (0.20058721651996136) | > loss_disc_real_2: 0.20278269052505493 (0.21403182439342902) | > loss_disc_real_3: 0.21435855329036713 (0.22311387515633646) | > loss_disc_real_4: 0.2678754925727844 (0.21758417165192373) | > loss_disc_real_5: 0.2405121922492981 (0.21224314860836432) | > loss_0: 2.3122477531433105 (2.284891558824667) | > grad_norm_0: tensor(11.3645, device='cuda:0') (tensor(18.2943, device='cuda:0')) | > loss_gen: 2.575014352798462 (2.6039032762068017) | > loss_kl: 1.9169403314590454 (1.6861835561529566) | > loss_feat: 7.036985397338867 (7.454738836218841) | > loss_mel: 17.707691192626953 (19.5451874558943) | > loss_duration: 2.1742892265319824 (2.109854702966928) | > loss_1: 31.410921096801758 (33.39986773999067) | > grad_norm_1: tensor(133.9644, device='cuda:0') (tensor(191.5719, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.4377 (0.3760462659988961) | > loader_time: 0.0061 (0.0044976890522198075)  --> TIME: 2024-06-10 21:32:59 -- STEP: 299/330 -- GLOBAL_STEP: 137800 | > loss_disc: 2.2267837524414062 (2.2874488188670257) | > loss_disc_real_0: 0.10739989578723907 (0.11768078333059681) | > loss_disc_real_1: 0.19608895480632782 (0.20103677788307037) | > loss_disc_real_2: 0.16673818230628967 (0.21411449968017468) | > loss_disc_real_3: 0.21407265961170197 (0.2230214546855078) | > loss_disc_real_4: 0.19546636939048767 (0.21771524054150918) | > loss_disc_real_5: 0.18471798300743103 (0.21192699735579285) | > loss_0: 2.2267837524414062 (2.2874488188670257) | > grad_norm_0: tensor(23.7181, device='cuda:0') (tensor(17.7252, device='cuda:0')) | > loss_gen: 2.462315797805786 (2.5983784629349707) | > loss_kl: 1.6759756803512573 (1.6855344154364296) | > loss_feat: 7.582917213439941 (7.461279489523591) | > loss_mel: 20.092559814453125 (19.51565726544945) | > loss_duration: 2.2788097858428955 (2.1187076979257617) | > loss_1: 34.09257888793945 (33.37955726827666) | > grad_norm_1: tensor(273.2432, device='cuda:0') (tensor(186.5092, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.4846 (0.3822120575601841) | > loader_time: 0.0069 (0.004681209258012548)  --> TIME: 2024-06-10 21:33:13 -- STEP: 324/330 -- GLOBAL_STEP: 137825 | > loss_disc: 2.378218412399292 (2.289690372752556) | > loss_disc_real_0: 0.14762470126152039 (0.1202812867216122) | > loss_disc_real_1: 0.24777865409851074 (0.20145154845567398) | > loss_disc_real_2: 0.2616444230079651 (0.21420509740710264) | > loss_disc_real_3: 0.28470009565353394 (0.22262196385382135) | > loss_disc_real_4: 0.21426726877689362 (0.21812141808554714) | > loss_disc_real_5: 0.18695113062858582 (0.21138708068080891) | > loss_0: 2.378218412399292 (2.289690372752556) | > grad_norm_0: tensor(7.5594, device='cuda:0') (tensor(17.5780, device='cuda:0')) | > loss_gen: 2.536088228225708 (2.5976466198026382) | > loss_kl: 1.9726506471633911 (1.6961212529812337) | > loss_feat: 9.50345516204834 (7.5245851396042625) | > loss_mel: 19.391414642333984 (19.476534672725347) | > loss_duration: 2.3146262168884277 (2.131580396566863) | > loss_1: 35.718231201171875 (33.42646799558476) | > grad_norm_1: tensor(193.9830, device='cuda:0') (tensor(189.0508, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.6035 (0.39327800053137335) | > loader_time: 0.0097 (0.004948081793608488)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.636674165725708 (2.636674165725708) | > loss_disc_real_0: 0.2895283102989197 (0.2895283102989197) | > loss_disc_real_1: 0.2462044656276703 (0.2462044656276703) | > loss_disc_real_2: 0.25461286306381226 (0.25461286306381226) | > loss_disc_real_3: 0.2991582751274109 (0.2991582751274109) | > loss_disc_real_4: 0.24518181383609772 (0.24518181383609772) | > loss_disc_real_5: 0.2592023015022278 (0.2592023015022278) | > loss_0: 2.636674165725708 (2.636674165725708) | > loss_gen: 2.5831637382507324 (2.5831637382507324) | > loss_kl: 1.0670239925384521 (1.0670239925384521) | > loss_feat: 5.137242794036865 (5.137242794036865) | > loss_mel: 15.5003662109375 (15.5003662109375) | > loss_duration: 2.890378475189209 (2.890378475189209) | > loss_1: 27.17817497253418 (27.17817497253418)  --> STEP: 1 | > loss_disc: 2.1422786712646484 (2.1422786712646484) | > loss_disc_real_0: 0.05124027281999588 (0.05124027281999588) | > loss_disc_real_1: 0.1982654631137848 (0.1982654631137848) | > loss_disc_real_2: 0.2467029094696045 (0.2467029094696045) | > loss_disc_real_3: 0.2936369478702545 (0.2936369478702545) | > loss_disc_real_4: 0.2356644719839096 (0.2356644719839096) | > loss_disc_real_5: 0.19181129336357117 (0.19181129336357117) | > loss_0: 2.1422786712646484 (2.1422786712646484) | > loss_gen: 2.6512482166290283 (2.6512482166290283) | > loss_kl: 1.9110356569290161 (1.9110356569290161) | > loss_feat: 7.099425792694092 (7.099425792694092) | > loss_mel: 19.362125396728516 (19.362125396728516) | > loss_duration: 2.4031999111175537 (2.4031999111175537) | > loss_1: 33.42703628540039 (33.42703628540039)  --> STEP: 2 | > loss_disc: 2.582034111022949 (2.362156391143799) | > loss_disc_real_0: 0.23197701573371887 (0.14160864427685738) | > loss_disc_real_1: 0.3716757893562317 (0.28497062623500824) | > loss_disc_real_2: 0.28981101512908936 (0.2682569622993469) | > loss_disc_real_3: 0.3370518088340759 (0.3153443783521652) | > loss_disc_real_4: 0.25873541831970215 (0.24719994515180588) | > loss_disc_real_5: 0.3738188147544861 (0.2828150540590286) | > loss_0: 2.582034111022949 (2.362156391143799) | > loss_gen: 3.1208581924438477 (2.886053204536438) | > loss_kl: 1.955056071281433 (1.9330458641052246) | > loss_feat: 6.513694763183594 (6.806560277938843) | > loss_mel: 20.19690704345703 (19.779516220092773) | > loss_duration: 2.396839141845703 (2.4000195264816284) | > loss_1: 34.183353424072266 (33.80519485473633)  --> STEP: 3 | > loss_disc: 2.5193257331848145 (2.414546171824137) | > loss_disc_real_0: 0.1490463763475418 (0.14408788830041885) | > loss_disc_real_1: 0.3129124641418457 (0.29428457220395404) | > loss_disc_real_2: 0.2548331916332245 (0.2637823720773061) | > loss_disc_real_3: 0.3199785649776459 (0.31688910722732544) | > loss_disc_real_4: 0.316990464925766 (0.2704634517431259) | > loss_disc_real_5: 0.3818102777004242 (0.31581346193949383) | > loss_0: 2.5193257331848145 (2.414546171824137) | > loss_gen: 2.893507242202759 (2.888537883758545) | > loss_kl: 1.9224361181259155 (1.9295092821121216) | > loss_feat: 5.853383541107178 (6.488834698994954) | > loss_mel: 20.421051025390625 (19.99336115519206) | > loss_duration: 2.2229056358337402 (2.3409815629323325) | > loss_1: 33.31328201293945 (33.6412239074707)  --> STEP: 4 | > loss_disc: 2.223385810852051 (2.3667560815811157) | > loss_disc_real_0: 0.20534725487232208 (0.15940272994339466) | > loss_disc_real_1: 0.2141893059015274 (0.2742607556283474) | > loss_disc_real_2: 0.2857252359390259 (0.26926808804273605) | > loss_disc_real_3: 0.21708793938159943 (0.29193881526589394) | > loss_disc_real_4: 0.1386750191450119 (0.2375163435935974) | > loss_disc_real_5: 0.1697864532470703 (0.27930670976638794) | > loss_0: 2.223385810852051 (2.3667560815811157) | > loss_gen: 2.589087724685669 (2.813675343990326) | > loss_kl: 1.9443596601486206 (1.9332218766212463) | > loss_feat: 7.763964653015137 (6.8076171875) | > loss_mel: 19.696544647216797 (19.919157028198242) | > loss_duration: 2.265962600708008 (2.322226822376251) | > loss_1: 34.259918212890625 (33.795897483825684)  --> STEP: 5 | > loss_disc: 2.0883946418762207 (2.3110837936401367) | > loss_disc_real_0: 0.12612564861774445 (0.1527473136782646) | > loss_disc_real_1: 0.1791488528251648 (0.25523837506771085) | > loss_disc_real_2: 0.2107730656862259 (0.25756908357143404) | > loss_disc_real_3: 0.24297668039798737 (0.28214638829231264) | > loss_disc_real_4: 0.19535298645496368 (0.22908367216587067) | > loss_disc_real_5: 0.2155066877603531 (0.266546705365181) | > loss_0: 2.0883946418762207 (2.3110837936401367) | > loss_gen: 2.9679698944091797 (2.8445342540740968) | > loss_kl: 1.7705409526824951 (1.900685691833496) | > loss_feat: 7.928335189819336 (7.031760787963867) | > loss_mel: 20.783599853515625 (20.09204559326172) | > loss_duration: 2.354949951171875 (2.328771448135376) | > loss_1: 35.805397033691406 (34.19779739379883)  --> STEP: 6 | > loss_disc: 2.4594247341156006 (2.335807283719381) | > loss_disc_real_0: 0.12121887505054474 (0.14749257390697798) | > loss_disc_real_1: 0.2783352732658386 (0.25908785810073215) | > loss_disc_real_2: 0.4081019461154938 (0.282657893995444) | > loss_disc_real_3: 0.3360615372657776 (0.29113224645455676) | > loss_disc_real_4: 0.27649325132369995 (0.23698526869217554) | > loss_disc_real_5: 0.28311052918434143 (0.26930734266837436) | > loss_0: 2.4594247341156006 (2.335807283719381) | > loss_gen: 3.0018889904022217 (2.8707600434621177) | > loss_kl: 2.226660966873169 (1.9550149043401082) | > loss_feat: 5.272768020629883 (6.738595326741536) | > loss_mel: 20.119155883789062 (20.096563975016277) | > loss_duration: 2.0755598545074463 (2.286569515864054) | > loss_1: 32.6960334777832 (33.947503407796226)  --> STEP: 7 | > loss_disc: 2.6095266342163086 (2.3749100480760847) | > loss_disc_real_0: 0.25197309255599976 (0.16241836228540965) | > loss_disc_real_1: 0.25204184651374817 (0.2580812850168773) | > loss_disc_real_2: 0.330241858959198 (0.28945560327598024) | > loss_disc_real_3: 0.319455623626709 (0.29517844319343567) | > loss_disc_real_4: 0.30382928252220154 (0.2465344135250364) | > loss_disc_real_5: 0.34266993403434753 (0.2797877128635134) | > loss_0: 2.6095266342163086 (2.3749100480760847) | > loss_gen: 2.917043685913086 (2.8773719923836842) | > loss_kl: 2.81037974357605 (2.0772098813738142) | > loss_feat: 4.872342109680176 (6.471987724304199) | > loss_mel: 18.882728576660156 (19.92315891810826) | > loss_duration: 2.3826282024383545 (2.3002921853746687) | > loss_1: 31.865121841430664 (33.65002032688686)  --> STEP: 8 | > loss_disc: 1.9622716903686523 (2.3233302533626556) | > loss_disc_real_0: 0.13110436499118805 (0.15850411262363195) | > loss_disc_real_1: 0.22429309785366058 (0.2538577616214752) | > loss_disc_real_2: 0.15611089766025543 (0.27278751507401466) | > loss_disc_real_3: 0.19437770545482635 (0.2825783509761095) | > loss_disc_real_4: 0.14609727263450623 (0.23397977091372013) | > loss_disc_real_5: 0.2034807652235031 (0.2702493444085121) | > loss_0: 1.9622716903686523 (2.3233302533626556) | > loss_gen: 2.916031837463379 (2.8822044730186462) | > loss_kl: 2.104902505874634 (2.0806714594364166) | > loss_feat: 9.291224479675293 (6.824392318725586) | > loss_mel: 21.915239334106445 (20.172168970108032) | > loss_duration: 2.1809072494506836 (2.2853690683841705) | > loss_1: 38.40830612182617 (34.24480605125427)  --> STEP: 9 | > loss_disc: 2.5136380195617676 (2.3444755607181125) | > loss_disc_real_0: 0.18484297394752502 (0.16143065277073118) | > loss_disc_real_1: 0.26181477308273315 (0.2547418740060594) | > loss_disc_real_2: 0.23005257546901703 (0.26803918845123714) | > loss_disc_real_3: 0.28391528129577637 (0.2827268987894058) | > loss_disc_real_4: 0.22892601788043976 (0.2334182427989112) | > loss_disc_real_5: 0.22944675385951996 (0.26571572323640186) | > loss_0: 2.5136380195617676 (2.3444755607181125) | > loss_gen: 2.392789363861084 (2.827825016445584) | > loss_kl: 1.8340650796890259 (2.0532707505755954) | > loss_feat: 6.003094673156738 (6.733137024773492) | > loss_mel: 20.583498001098633 (20.217872195773655) | > loss_duration: 2.151172399520874 (2.2704583273993597) | > loss_1: 32.96461868286133 (34.102563010321724)  --> STEP: 10 | > loss_disc: 2.007633924484253 (2.3107913970947265) | > loss_disc_real_0: 0.11736713349819183 (0.15702430084347724) | > loss_disc_real_1: 0.20009638369083405 (0.2492773249745369) | > loss_disc_real_2: 0.30024728178977966 (0.2712599977850914) | > loss_disc_real_3: 0.2779296338558197 (0.28224717229604723) | > loss_disc_real_4: 0.1851997822523117 (0.22859639674425125) | > loss_disc_real_5: 0.1811993271112442 (0.2572640836238861) | > loss_0: 2.007633924484253 (2.3107913970947265) | > loss_gen: 3.1363744735717773 (2.8586799621582033) | > loss_kl: 1.9298003911972046 (2.0409237146377563) | > loss_feat: 6.305416584014893 (6.690364980697632) | > loss_mel: 21.959598541259766 (20.392044830322266) | > loss_duration: 2.263084888458252 (2.269720983505249) | > loss_1: 35.594276428222656 (34.25173435211182)  --> STEP: 11 | > loss_disc: 2.558086633682251 (2.333272782239047) | > loss_disc_real_0: 0.1348744034767151 (0.15501067381013522) | > loss_disc_real_1: 0.20983056724071503 (0.245691256089644) | > loss_disc_real_2: 0.2649206817150116 (0.27068369632417505) | > loss_disc_real_3: 0.30231431126594543 (0.284071457656947) | > loss_disc_real_4: 0.2945775091648102 (0.2345946796915748) | > loss_disc_real_5: 0.4009702503681183 (0.27032828060063446) | > loss_0: 2.558086633682251 (2.333272782239047) | > loss_gen: 2.512352466583252 (2.827195644378662) | > loss_kl: 2.44197416305542 (2.0773828463120894) | > loss_feat: 6.383511543273926 (6.662469213659113) | > loss_mel: 19.529600143432617 (20.313640767877754) | > loss_duration: 2.3967442512512207 (2.2812685533003374) | > loss_1: 33.264183044433594 (34.1619569605047)  --> STEP: 12 | > loss_disc: 2.1840882301330566 (2.3208407362302146) | > loss_disc_real_0: 0.10016236454248428 (0.15043998137116432) | > loss_disc_real_1: 0.19389846920967102 (0.24137519051631293) | > loss_disc_real_2: 0.27979937195777893 (0.27144333596030873) | > loss_disc_real_3: 0.26693981885910034 (0.28264382109045977) | > loss_disc_real_4: 0.16635093092918396 (0.22890770062804222) | > loss_disc_real_5: 0.26331546902656555 (0.2697438796361287) | > loss_0: 2.1840882301330566 (2.3208407362302146) | > loss_gen: 2.8320088386535645 (2.827596743901571) | > loss_kl: 2.182406187057495 (2.0861347913742065) | > loss_feat: 6.8556365966796875 (6.678566495577495) | > loss_mel: 19.277912139892578 (20.22733004887899) | > loss_duration: 2.1894330978393555 (2.273615598678589) | > loss_1: 33.337398529052734 (34.093243757883705)  --> STEP: 13 | > loss_disc: 2.2650108337402344 (2.3165461283463697) | > loss_disc_real_0: 0.2290842980146408 (0.15648954418989328) | > loss_disc_real_1: 0.22458100318908691 (0.24008332995268014) | > loss_disc_real_2: 0.22376595437526703 (0.26777584506915164) | > loss_disc_real_3: 0.25562578439712524 (0.2805655105755879) | > loss_disc_real_4: 0.2092512995004654 (0.22739566977207476) | > loss_disc_real_5: 0.24803493916988373 (0.2680739611387253) | > loss_0: 2.2650108337402344 (2.3165461283463697) | > loss_gen: 2.822688102722168 (2.82721915611854) | > loss_kl: 2.5365841388702393 (2.120784741181594) | > loss_feat: 6.9653215408325195 (6.700624575981727) | > loss_mel: 19.372623443603516 (20.16158338693472) | > loss_duration: 2.170762062072754 (2.265703788170448) | > loss_1: 33.867977142333984 (34.075915556687576)  --> STEP: 14 | > loss_disc: 2.306305408477783 (2.3158146483557567) | > loss_disc_real_0: 0.0867333859205246 (0.15150696145636694) | > loss_disc_real_1: 0.25080668926239014 (0.240849284189088) | > loss_disc_real_2: 0.301098495721817 (0.2701560344014849) | > loss_disc_real_3: 0.2825849652290344 (0.28070975733654835) | > loss_disc_real_4: 0.2238307148218155 (0.22714103013277054) | > loss_disc_real_5: 0.30275842547416687 (0.2705514228769711) | > loss_0: 2.306305408477783 (2.3158146483557567) | > loss_gen: 2.803135395050049 (2.8254988874707903) | > loss_kl: 2.1911044120788574 (2.1258075748171126) | > loss_feat: 7.136465072631836 (6.731756040028164) | > loss_mel: 20.874998092651367 (20.212541580200195) | > loss_duration: 2.3256120681762695 (2.2699829510280063) | > loss_1: 35.33131408691406 (34.16558688027518)  --> STEP: 15 | > loss_disc: 2.5802419185638428 (2.3334431330362957) | > loss_disc_real_0: 0.16492107510566711 (0.15240123569965364) | > loss_disc_real_1: 0.2855510711669922 (0.2438294033209483) | > loss_disc_real_2: 0.284872442483902 (0.27113712827364606) | > loss_disc_real_3: 0.24688437581062317 (0.2784547319014867) | > loss_disc_real_4: 0.19651111960411072 (0.22509903609752654) | > loss_disc_real_5: 0.27396997809410095 (0.2707793265581131) | > loss_0: 2.5802419185638428 (2.3334431330362957) | > loss_gen: 2.626403331756592 (2.812225850423177) | > loss_kl: 2.2836556434631348 (2.136330779393514) | > loss_feat: 8.762981414794922 (6.867171065012614) | > loss_mel: 19.33220672607422 (20.15385258992513) | > loss_duration: 2.243882417678833 (2.268242915471395) | > loss_1: 35.24912643432617 (34.23782285054525)  --> STEP: 16 | > loss_disc: 2.3592777252197266 (2.33505779504776) | > loss_disc_real_0: 0.1296525001525879 (0.15097943972796202) | > loss_disc_real_1: 0.24866695702075958 (0.2441317504271865) | > loss_disc_real_2: 0.31465208530426025 (0.2738568130880594) | > loss_disc_real_3: 0.2363993376493454 (0.2758262697607278) | > loss_disc_real_4: 0.19721291959285736 (0.22335615381598473) | > loss_disc_real_5: 0.24854929745197296 (0.26938994973897934) | > loss_0: 2.3592777252197266 (2.33505779504776) | > loss_gen: 2.7591397762298584 (2.8089079707860947) | > loss_kl: 2.100175619125366 (2.1340710818767548) | > loss_feat: 6.925116539001465 (6.870792657136917) | > loss_mel: 19.104530334472656 (20.08826994895935) | > loss_duration: 2.353480339050293 (2.273570254445076) | > loss_1: 33.2424430847168 (34.17561161518097)  --> STEP: 17 | > loss_disc: 2.48500919342041 (2.3438784655402687) | > loss_disc_real_0: 0.2027803212404251 (0.15402655040516572) | > loss_disc_real_1: 0.25337421894073486 (0.2446754250456305) | > loss_disc_real_2: 0.24674098193645477 (0.27226176419678855) | > loss_disc_real_3: 0.28399473428726196 (0.2763067676740534) | > loss_disc_real_4: 0.23605310916900635 (0.22410303354263306) | > loss_disc_real_5: 0.3552521765232086 (0.27444066896158104) | > loss_0: 2.48500919342041 (2.3438784655402687) | > loss_gen: 2.9049317836761475 (2.8145564303678623) | > loss_kl: 1.885359525680542 (2.119440990335801) | > loss_feat: 6.042409420013428 (6.822064231423771) | > loss_mel: 18.65581703186035 (20.00400801265941) | > loss_duration: 2.3546032905578613 (2.278336903628181) | > loss_1: 31.843120574951172 (34.038406259873334)  --> STEP: 18 | > loss_disc: 2.3330509662628174 (2.343276937802633) | > loss_disc_real_0: 0.10697384178638458 (0.15141251103745568) | > loss_disc_real_1: 0.3936355710029602 (0.2529509887099266) | > loss_disc_real_2: 0.22214940190315247 (0.2694777440693643) | > loss_disc_real_3: 0.24709771573543549 (0.27468404256635237) | > loss_disc_real_4: 0.23950889706611633 (0.22495891484949324) | > loss_disc_real_5: 0.17271098494529724 (0.26878901984956527) | > loss_0: 2.3330509662628174 (2.343276937802633) | > loss_gen: 2.621225118637085 (2.803815801938375) | > loss_kl: 2.9362423419952393 (2.16481884320577) | > loss_feat: 7.660634517669678 (6.868651469548543) | > loss_mel: 21.135942459106445 (20.066893259684246) | > loss_duration: 2.2214181423187256 (2.2751747502221003) | > loss_1: 36.57545852661133 (34.179353608025444)  --> STEP: 19 | > loss_disc: 2.3915529251098633 (2.345817779239855) | > loss_disc_real_0: 0.153836190700531 (0.15154007312498594) | > loss_disc_real_1: 0.18197950720787048 (0.24921564757823944) | > loss_disc_real_2: 0.3164939880371094 (0.2719522832255614) | > loss_disc_real_3: 0.32173529267311096 (0.2771604241509186) | > loss_disc_real_4: 0.30286961793899536 (0.22905947816999336) | > loss_disc_real_5: 0.3217640519142151 (0.2715771794319153) | > loss_0: 2.3915529251098633 (2.345817779239855) | > loss_gen: 3.053476572036743 (2.8169558424698677) | > loss_kl: 1.6637675762176514 (2.138447723890606) | > loss_feat: 8.108839988708496 (6.93392454950433) | > loss_mel: 18.859827041625977 (20.00336345873381) | > loss_duration: 2.3175442218780518 (2.2774047224145186) | > loss_1: 34.003456115722656 (34.17009584527267)  --> STEP: 20 | > loss_disc: 2.396744728088379 (2.3483641266822817) | > loss_disc_real_0: 0.1429305076599121 (0.15110959485173225) | > loss_disc_real_1: 0.27271661162376404 (0.25039069578051565) | > loss_disc_real_2: 0.25143370032310486 (0.27092635408043864) | > loss_disc_real_3: 0.3203507959842682 (0.2793199427425861) | > loss_disc_real_4: 0.24990864098072052 (0.23010193631052972) | > loss_disc_real_5: 0.3447350263595581 (0.2752350717782974) | > loss_0: 2.396744728088379 (2.3483641266822817) | > loss_gen: 3.016317367553711 (2.8269239187240602) | > loss_kl: 2.1618969440460205 (2.1396201848983765) | > loss_feat: 6.627202987670898 (6.918588471412659) | > loss_mel: 21.03372573852539 (20.05488157272339) | > loss_duration: 2.273097515106201 (2.2771893620491026) | > loss_1: 35.112239837646484 (34.217203044891356)  --> STEP: 21 | > loss_disc: 2.278778314590454 (2.3450505165826705) | > loss_disc_real_0: 0.1533118188381195 (0.15121446266060784) | > loss_disc_real_1: 0.2722257077693939 (0.25143045825617655) | > loss_disc_real_2: 0.307974636554718 (0.27269055800778524) | > loss_disc_real_3: 0.27817651629447937 (0.2792654938641048) | > loss_disc_real_4: 0.29865285754203796 (0.23336626589298248) | > loss_disc_real_5: 0.3109123110771179 (0.2769339879353841) | > loss_0: 2.278778314590454 (2.3450505165826705) | > loss_gen: 3.1941494941711426 (2.844410850888207) | > loss_kl: 2.1225788593292236 (2.138808693204607) | > loss_feat: 6.815394401550293 (6.91367446808588) | > loss_mel: 17.50766944885254 (19.933585757300968) | > loss_duration: 2.147582530975342 (2.2710176081884477) | > loss_1: 31.78737449645996 (34.10149692353748)  --> STEP: 22 | > loss_disc: 2.316946506500244 (2.343773061578924) | > loss_disc_real_0: 0.11432785540819168 (0.1495377986945889) | > loss_disc_real_1: 0.341420441865921 (0.2555209120566195) | > loss_disc_real_2: 0.20733602344989777 (0.2697198973460631) | > loss_disc_real_3: 0.28342536091804504 (0.279454578730193) | > loss_disc_real_4: 0.2628020942211151 (0.2347042580897158) | > loss_disc_real_5: 0.26227083802223206 (0.2762674811211499) | > loss_0: 2.316946506500244 (2.343773061578924) | > loss_gen: 3.0243403911590576 (2.8525894663550635) | > loss_kl: 1.9216002225875854 (2.1289355809038333) | > loss_feat: 6.824286937713623 (6.909611398523504) | > loss_mel: 19.738006591796875 (19.924695795232598) | > loss_duration: 2.146958827972412 (2.265378572724082) | > loss_1: 33.65519332885742 (34.08121039650657)  --> STEP: 23 | > loss_disc: 2.467686891555786 (2.349160619404005) | > loss_disc_real_0: 0.17720043659210205 (0.15074052208143732) | > loss_disc_real_1: 0.23858113586902618 (0.25478440004846326) | > loss_disc_real_2: 0.3026755154132843 (0.2711527503055075) | > loss_disc_real_3: 0.2843129336833954 (0.2796658115542453) | > loss_disc_real_4: 0.2315806895494461 (0.23456845076187796) | > loss_disc_real_5: 0.26904138922691345 (0.27595330321270484) | > loss_0: 2.467686891555786 (2.349160619404005) | > loss_gen: 2.6773793697357178 (2.844971636067266) | > loss_kl: 2.308192253112793 (2.1367293492607446) | > loss_feat: 6.2287726402282715 (6.880009713380233) | > loss_mel: 17.10734748840332 (19.802202390587844) | > loss_duration: 2.263259172439575 (2.265286424885625) | > loss_1: 30.584951400756836 (33.9291991358218)  --> STEP: 24 | > loss_disc: 2.0855202674865723 (2.3381756047407785) | > loss_disc_real_0: 0.11385472863912582 (0.149203614021341) | > loss_disc_real_1: 0.19652538001537323 (0.2523569408804178) | > loss_disc_real_2: 0.28006547689437866 (0.2715241139133771) | > loss_disc_real_3: 0.272018700838089 (0.2793471819410721) | > loss_disc_real_4: 0.19940030574798584 (0.23310311138629913) | > loss_disc_real_5: 0.24088633060455322 (0.27449217935403186) | > loss_0: 2.0855202674865723 (2.3381756047407785) | > loss_gen: 2.896794080734253 (2.847130904595057) | > loss_kl: 2.4687583446502686 (2.150563890735308) | > loss_feat: 6.875377655029297 (6.879816710948944) | > loss_mel: 19.348190307617188 (19.783285220464066) | > loss_duration: 2.4569714069366455 (2.273273299137751) | > loss_1: 34.04608917236328 (33.934069554011025)  --> STEP: 25 | > loss_disc: 2.399049997329712 (2.340610580444336) | > loss_disc_real_0: 0.16576677560806274 (0.14986614048480987) | > loss_disc_real_1: 0.19120953977108002 (0.24991104483604432) | > loss_disc_real_2: 0.23346459865570068 (0.2700017333030701) | > loss_disc_real_3: 0.20364069938659668 (0.27631892263889307) | > loss_disc_real_4: 0.20918525755405426 (0.23214639723300934) | > loss_disc_real_5: 0.2426261305809021 (0.27321753740310667) | > loss_0: 2.399049997329712 (2.340610580444336) | > loss_gen: 2.346202850341797 (2.8270937824249267) | > loss_kl: 2.3623974323272705 (2.159037232398987) | > loss_feat: 6.220232009887695 (6.853433322906494) | > loss_mel: 16.791194915771484 (19.663601608276362) | > loss_duration: 2.3841559886932373 (2.2777086067199708) | > loss_1: 30.104183197021484 (33.78087409973145)  --> STEP: 26 | > loss_disc: 2.277700185775757 (2.33819094988016) | > loss_disc_real_0: 0.10774636268615723 (0.14824614903101554) | > loss_disc_real_1: 0.22266800701618195 (0.24886323568912652) | > loss_disc_real_2: 0.13435687124729156 (0.2647846232240017) | > loss_disc_real_3: 0.16669464111328125 (0.2721026041186772) | > loss_disc_real_4: 0.17351460456848145 (0.22989132828437364) | > loss_disc_real_5: 0.1741664558649063 (0.26940788042086816) | > loss_0: 2.277700185775757 (2.33819094988016) | > loss_gen: 2.2049927711486816 (2.8031668204527636) | > loss_kl: 2.2889084815979004 (2.164032280445099) | > loss_feat: 10.894209861755371 (7.008847805169912) | > loss_mel: 21.87750816345215 (19.748751860398507) | > loss_duration: 2.281771421432495 (2.2778648688242984) | > loss_1: 39.547393798828125 (34.002663318927475) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025391395275409403 (-5.0370509807880475e-05) | > avg_loss_disc: 2.33819094988016 (-0.0024890257762035795) | > avg_loss_disc_real_0: 0.14824614903101554 (+0.024481846019625664) | > avg_loss_disc_real_1: 0.24886323568912652 (-0.016124638227315996) | > avg_loss_disc_real_2: 0.2647846232240017 (-0.02054551358406359) | > avg_loss_disc_real_3: 0.2721026041186772 (-0.0073109234754855645) | > avg_loss_disc_real_4: 0.22989132828437364 (-0.03507469881039399) | > avg_loss_disc_real_5: 0.26940788042086816 (-0.006042194481079455) | > avg_loss_0: 2.33819094988016 (-0.0024890257762035795) | > avg_loss_gen: 2.8031668204527636 (-0.1402107110390296) | > avg_loss_kl: 2.164032280445099 (+0.0027004067714395674) | > avg_loss_feat: 7.008847805169912 (-0.6368135122152481) | > avg_loss_mel: 19.748751860398507 (-0.3143613521869426) | > avg_loss_duration: 2.2778648688242984 (+0.013999810585608063) | > avg_loss_1: 34.002663318927475 (-1.074686343853287)  > EPOCH: 151/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:33:35)   --> TIME: 2024-06-10 21:33:43 -- STEP: 19/330 -- GLOBAL_STEP: 137850 | > loss_disc: 2.2167775630950928 (2.301660550268073) | > loss_disc_real_0: 0.08799432218074799 (0.11083651255620153) | > loss_disc_real_1: 0.17830385267734528 (0.19511981622168892) | > loss_disc_real_2: 0.18085961043834686 (0.20580866540733136) | > loss_disc_real_3: 0.19740061461925507 (0.21891623186437706) | > loss_disc_real_4: 0.1932487189769745 (0.22128551570992722) | > loss_disc_real_5: 0.18923400342464447 (0.22548691065687881) | > loss_0: 2.2167775630950928 (2.301660550268073) | > grad_norm_0: tensor(5.2882, device='cuda:0') (tensor(8.6968, device='cuda:0')) | > loss_gen: 2.6657001972198486 (2.506095233716463) | > loss_kl: 1.7292709350585938 (1.7299162149429321) | > loss_feat: 8.898967742919922 (6.930844557912726) | > loss_mel: 19.973230361938477 (19.596022354929072) | > loss_duration: 2.0944268703460693 (2.193237806621351) | > loss_1: 35.361595153808594 (32.95611622459009) | > grad_norm_1: tensor(59.9926, device='cuda:0') (tensor(84.0148, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3396 (0.3433641885456286) | > loader_time: 0.0031 (0.0030346920615748354)  --> TIME: 2024-06-10 21:33:52 -- STEP: 44/330 -- GLOBAL_STEP: 137875 | > loss_disc: 2.2067809104919434 (2.282838572155346) | > loss_disc_real_0: 0.10640135407447815 (0.10936079394410957) | > loss_disc_real_1: 0.1842944622039795 (0.19627129354260184) | > loss_disc_real_2: 0.1800040453672409 (0.20927632295272566) | > loss_disc_real_3: 0.20001114904880524 (0.22421274130994623) | > loss_disc_real_4: 0.21804499626159668 (0.22260366888208824) | > loss_disc_real_5: 0.19890977442264557 (0.22146223316138441) | > loss_0: 2.2067809104919434 (2.282838572155346) | > grad_norm_0: tensor(6.5757, device='cuda:0') (tensor(9.6477, device='cuda:0')) | > loss_gen: 2.487333297729492 (2.5588956529443907) | > loss_kl: 1.7270971536636353 (1.7259397425434806) | > loss_feat: 8.145565032958984 (7.198976516723633) | > loss_mel: 19.987449645996094 (19.633876843885943) | > loss_duration: 2.0174546241760254 (2.119666202501817) | > loss_1: 34.364898681640625 (33.237355145541095) | > grad_norm_1: tensor(194.8897, device='cuda:0') (tensor(127.3107, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.356 (0.34371091560883954) | > loader_time: 0.0033 (0.0031822377985174007)  --> TIME: 2024-06-10 21:34:00 -- STEP: 69/330 -- GLOBAL_STEP: 137900 | > loss_disc: 2.271894693374634 (2.2713451074517295) | > loss_disc_real_0: 0.12195539474487305 (0.1096415898722151) | > loss_disc_real_1: 0.18154777586460114 (0.19814615664274796) | > loss_disc_real_2: 0.2271854281425476 (0.21057361472344052) | > loss_disc_real_3: 0.20416216552257538 (0.22340586803097656) | > loss_disc_real_4: 0.2107701301574707 (0.21873580999132516) | > loss_disc_real_5: 0.1968461126089096 (0.2166982843824055) | > loss_0: 2.271894693374634 (2.2713451074517295) | > grad_norm_0: tensor(15.4488, device='cuda:0') (tensor(11.4963, device='cuda:0')) | > loss_gen: 2.51930570602417 (2.5760912964309473) | > loss_kl: 1.7412549257278442 (1.7375046412150066) | > loss_feat: 7.9826979637146 (7.322958538497704) | > loss_mel: 19.916526794433594 (19.70585737366607) | > loss_duration: 2.007404327392578 (2.0938845579174985) | > loss_1: 34.16719055175781 (33.43629649065542) | > grad_norm_1: tensor(215.1046, device='cuda:0') (tensor(151.1201, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3389 (0.34387731206589844) | > loader_time: 0.0035 (0.0033023806585781817)  --> TIME: 2024-06-10 21:34:09 -- STEP: 94/330 -- GLOBAL_STEP: 137925 | > loss_disc: 2.168308734893799 (2.2714314257844963) | > loss_disc_real_0: 0.08313535153865814 (0.11043265398512496) | > loss_disc_real_1: 0.21085906028747559 (0.1990657978235407) | > loss_disc_real_2: 0.20236836373806 (0.21177874537224464) | > loss_disc_real_3: 0.21500009298324585 (0.22480357406621285) | > loss_disc_real_4: 0.20616455376148224 (0.21773273466115303) | > loss_disc_real_5: 0.19352848827838898 (0.21493548709661403) | > loss_0: 2.168308734893799 (2.2714314257844963) | > grad_norm_0: tensor(5.9117, device='cuda:0') (tensor(11.7248, device='cuda:0')) | > loss_gen: 2.6807355880737305 (2.5827794835922564) | > loss_kl: 1.8782439231872559 (1.7309515844000147) | > loss_feat: 8.043447494506836 (7.355472032060015) | > loss_mel: 19.989830017089844 (19.689548756213892) | > loss_duration: 2.077559471130371 (2.083115230215357) | > loss_1: 34.66981887817383 (33.44186721964085) | > grad_norm_1: tensor(90.9235, device='cuda:0') (tensor(155.9409, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3558 (0.3464302103570167) | > loader_time: 0.0037 (0.003399232600597625)  --> TIME: 2024-06-10 21:34:19 -- STEP: 119/330 -- GLOBAL_STEP: 137950 | > loss_disc: 2.259655237197876 (2.266004109582981) | > loss_disc_real_0: 0.1424981653690338 (0.11064669903086014) | > loss_disc_real_1: 0.28026068210601807 (0.19910372718542563) | > loss_disc_real_2: 0.21812832355499268 (0.21117483567790823) | > loss_disc_real_3: 0.2330721616744995 (0.22390280951972769) | > loss_disc_real_4: 0.20149561762809753 (0.21667641814516372) | > loss_disc_real_5: 0.18881960213184357 (0.21311163814628825) | > loss_0: 2.259655237197876 (2.266004109582981) | > grad_norm_0: tensor(27.2125, device='cuda:0') (tensor(12.9615, device='cuda:0')) | > loss_gen: 2.7216625213623047 (2.5984478577846235) | > loss_kl: 1.6284486055374146 (1.7353772295623267) | > loss_feat: 7.173401355743408 (7.404534989044446) | > loss_mel: 19.74726676940918 (19.720558487066697) | > loss_duration: 2.0486598014831543 (2.0786337471809704) | > loss_1: 33.31943893432617 (33.537552392783276) | > grad_norm_1: tensor(232.9368, device='cuda:0') (tensor(171.3101, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3724 (0.3506401246335326) | > loader_time: 0.0042 (0.0035411309795219358)  --> TIME: 2024-06-10 21:34:28 -- STEP: 144/330 -- GLOBAL_STEP: 137975 | > loss_disc: 2.378857135772705 (2.267261419031355) | > loss_disc_real_0: 0.08885090053081512 (0.10995796545305186) | > loss_disc_real_1: 0.1860448122024536 (0.19936336463110316) | > loss_disc_real_2: 0.19153538346290588 (0.21212132099188036) | > loss_disc_real_3: 0.1845618188381195 (0.22391304591049752) | > loss_disc_real_4: 0.22162581980228424 (0.2172560662859016) | > loss_disc_real_5: 0.21211181581020355 (0.2134018692498406) | > loss_0: 2.378857135772705 (2.267261419031355) | > grad_norm_0: tensor(55.7234, device='cuda:0') (tensor(15.0154, device='cuda:0')) | > loss_gen: 2.480400562286377 (2.6003921147849822) | > loss_kl: 1.753738284111023 (1.7331696243749724) | > loss_feat: 8.322914123535156 (7.421911706527074) | > loss_mel: 20.006206512451172 (19.7287323474884) | > loss_duration: 2.0616824626922607 (2.0807695322566553) | > loss_1: 34.624942779541016 (33.56497546037037) | > grad_norm_1: tensor(480.7878, device='cuda:0') (tensor(196.7352, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3765 (0.3537307249175178) | > loader_time: 0.0044 (0.0036960459417766994)  --> TIME: 2024-06-10 21:34:38 -- STEP: 169/330 -- GLOBAL_STEP: 138000 | > loss_disc: 2.2293968200683594 (2.266566723761474) | > loss_disc_real_0: 0.11533001810312271 (0.10895877558539604) | > loss_disc_real_1: 0.21311073005199432 (0.19912765417578662) | > loss_disc_real_2: 0.2002088576555252 (0.21298839460463215) | > loss_disc_real_3: 0.22980442643165588 (0.22367736944080105) | > loss_disc_real_4: 0.20005157589912415 (0.21711906235246264) | > loss_disc_real_5: 0.17607244849205017 (0.21229384292864942) | > loss_0: 2.2293968200683594 (2.266566723761474) | > grad_norm_0: tensor(37.3123, device='cuda:0') (tensor(16.2173, device='cuda:0')) | > loss_gen: 2.772587776184082 (2.6081127866485403) | > loss_kl: 1.7290905714035034 (1.7275880532857228) | > loss_feat: 7.813055992126465 (7.443791835265752) | > loss_mel: 19.89670753479004 (19.71119382959851) | > loss_duration: 2.1124634742736816 (2.0833842119521644) | > loss_1: 34.32390594482422 (33.5740708571214) | > grad_norm_1: tensor(180.1837, device='cuda:0') (tensor(204.8600, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3729 (0.35751543242550443) | > loader_time: 0.0046 (0.00387093724583733) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_138000.pth  --> TIME: 2024-06-10 21:34:53 -- STEP: 194/330 -- GLOBAL_STEP: 138025 | > loss_disc: 2.255584716796875 (2.2697435814080795) | > loss_disc_real_0: 0.12628643214702606 (0.10969822010812685) | > loss_disc_real_1: 0.22538958489894867 (0.1994115891530342) | > loss_disc_real_2: 0.20770305395126343 (0.2127540293581707) | > loss_disc_real_3: 0.21677464246749878 (0.22360927373478093) | > loss_disc_real_4: 0.1689242422580719 (0.21777123412520616) | > loss_disc_real_5: 0.16780276596546173 (0.2131728805678407) | > loss_0: 2.255584716796875 (2.2697435814080795) | > grad_norm_0: tensor(43.4216, device='cuda:0') (tensor(17.8846, device='cuda:0')) | > loss_gen: 2.5790796279907227 (2.6112129061492437) | > loss_kl: 1.6412018537521362 (1.725665738902141) | > loss_feat: 8.194640159606934 (7.447779444075122) | > loss_mel: 19.666942596435547 (19.667294413773057) | > loss_duration: 2.0976970195770264 (2.0881133657140833) | > loss_1: 34.179561614990234 (33.540065952183056) | > grad_norm_1: tensor(275.0512, device='cuda:0') (tensor(213.2168, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3771 (0.3605926884818321) | > loader_time: 0.0053 (0.004033196832715853)  --> TIME: 2024-06-10 21:35:02 -- STEP: 219/330 -- GLOBAL_STEP: 138050 | > loss_disc: 2.23610258102417 (2.2716159134694998) | > loss_disc_real_0: 0.06726506352424622 (0.11021845649978886) | > loss_disc_real_1: 0.20403949916362762 (0.20007489050087868) | > loss_disc_real_2: 0.20530924201011658 (0.21307230342740882) | > loss_disc_real_3: 0.24121534824371338 (0.22322877309365904) | > loss_disc_real_4: 0.23688817024230957 (0.21718445672019976) | > loss_disc_real_5: 0.25081151723861694 (0.21317383157063838) | > loss_0: 2.23610258102417 (2.2716159134694998) | > grad_norm_0: tensor(21.7483, device='cuda:0') (tensor(18.9792, device='cuda:0')) | > loss_gen: 2.6329362392425537 (2.6105886485478633) | > loss_kl: 1.9237250089645386 (1.7264906216974127) | > loss_feat: 8.480621337890625 (7.472371295162532) | > loss_mel: 20.104110717773438 (19.626535485324247) | > loss_duration: 2.131659746170044 (2.093447555690051) | > loss_1: 35.27305221557617 (33.52943370766838) | > grad_norm_1: tensor(435.3211, device='cuda:0') (tensor(228.5300, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.3921 (0.36369331568887775) | > loader_time: 0.0054 (0.0041651290301318615)  --> TIME: 2024-06-10 21:35:13 -- STEP: 244/330 -- GLOBAL_STEP: 138075 | > loss_disc: 2.2041707038879395 (2.2697552852943317) | > loss_disc_real_0: 0.10928426682949066 (0.1103247467458981) | > loss_disc_real_1: 0.2376328706741333 (0.20034805013508097) | > loss_disc_real_2: 0.18977046012878418 (0.21290717713656973) | > loss_disc_real_3: 0.20556335151195526 (0.22259182947092368) | > loss_disc_real_4: 0.19750501215457916 (0.21690586319223779) | > loss_disc_real_5: 0.22077883780002594 (0.21260870333577767) | > loss_0: 2.2041707038879395 (2.2697552852943317) | > grad_norm_0: tensor(20.9903, device='cuda:0') (tensor(19.6809, device='cuda:0')) | > loss_gen: 2.7011120319366455 (2.611779680994689) | > loss_kl: 1.493299126625061 (1.7217069893586832) | > loss_feat: 7.500729560852051 (7.476533932764022) | > loss_mel: 17.99576187133789 (19.580000963367397) | > loss_duration: 2.0966901779174805 (2.1008321789444477) | > loss_1: 31.787593841552734 (33.49085380991953) | > grad_norm_1: tensor(545.6169, device='cuda:0') (tensor(239.4421, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.4414 (0.36822848241837286) | > loader_time: 0.0059 (0.004303055708525615)  --> TIME: 2024-06-10 21:35:24 -- STEP: 269/330 -- GLOBAL_STEP: 138100 | > loss_disc: 2.280289649963379 (2.272491932801599) | > loss_disc_real_0: 0.09994293749332428 (0.11105415849603684) | > loss_disc_real_1: 0.23781892657279968 (0.20125043453115515) | > loss_disc_real_2: 0.1978677213191986 (0.21327271126903125) | > loss_disc_real_3: 0.23834697902202606 (0.2226626304667235) | > loss_disc_real_4: 0.22521188855171204 (0.21685846155460883) | > loss_disc_real_5: 0.21604423224925995 (0.21172313176123186) | > loss_0: 2.280289649963379 (2.272491932801599) | > grad_norm_0: tensor(28.2130, device='cuda:0') (tensor(21.1392, device='cuda:0')) | > loss_gen: 2.6117982864379883 (2.610453246694514) | > loss_kl: 1.7699553966522217 (1.7215283001222577) | > loss_feat: 7.043117046356201 (7.499248598588) | > loss_mel: 18.669225692749023 (19.540853074935285) | > loss_duration: 2.1917717456817627 (2.107464735392745) | > loss_1: 32.28586959838867 (33.47954800403696) | > grad_norm_1: tensor(323.2278, device='cuda:0') (tensor(256.8246, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.4372 (0.3738302182973981) | > loader_time: 0.0058 (0.004441772694924511)  --> TIME: 2024-06-10 21:35:35 -- STEP: 294/330 -- GLOBAL_STEP: 138125 | > loss_disc: 2.2713963985443115 (2.2745863401970903) | > loss_disc_real_0: 0.12588751316070557 (0.11211904922664971) | > loss_disc_real_1: 0.20447036623954773 (0.20195080937982413) | > loss_disc_real_2: 0.2155071198940277 (0.2136777419926358) | > loss_disc_real_3: 0.2164210081100464 (0.22188388373778786) | > loss_disc_real_4: 0.24879159033298492 (0.21660859578726246) | > loss_disc_real_5: 0.21139587461948395 (0.2114510020735313) | > loss_0: 2.2713963985443115 (2.2745863401970903) | > grad_norm_0: tensor(46.3102, device='cuda:0') (tensor(23.2401, device='cuda:0')) | > loss_gen: 2.6102209091186523 (2.6080414583893843) | > loss_kl: 1.790183186531067 (1.7202876550810675) | > loss_feat: 8.096724510192871 (7.4978999021101975) | > loss_mel: 20.248918533325195 (19.503294283029977) | > loss_duration: 2.2427144050598145 (2.115819519879867) | > loss_1: 34.98876190185547 (33.445342784025236) | > grad_norm_1: tensor(504.6067, device='cuda:0') (tensor(269.2256, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.4456 (0.3799793817559066) | > loader_time: 0.0073 (0.004646671061613125)  --> TIME: 2024-06-10 21:35:48 -- STEP: 319/330 -- GLOBAL_STEP: 138150 | > loss_disc: 2.3844051361083984 (2.2788317345526523) | > loss_disc_real_0: 0.055333271622657776 (0.11256647517548456) | > loss_disc_real_1: 0.2067180722951889 (0.20237996520293536) | > loss_disc_real_2: 0.2618066668510437 (0.21428664691956445) | > loss_disc_real_3: 0.27828526496887207 (0.22247286430533772) | > loss_disc_real_4: 0.24207018315792084 (0.21658887193307608) | > loss_disc_real_5: 0.21218028664588928 (0.21180663269515326) | > loss_0: 2.3844051361083984 (2.2788317345526523) | > grad_norm_0: tensor(53.9121, device='cuda:0') (tensor(24.3684, device='cuda:0')) | > loss_gen: 2.8564727306365967 (2.6092860683752055) | > loss_kl: 1.800562858581543 (1.7242457186540465) | > loss_feat: 8.170607566833496 (7.526210943359566) | > loss_mel: 18.08212661743164 (19.480952062576904) | > loss_duration: 2.3003764152526855 (2.1283455679782866) | > loss_1: 33.21014404296875 (33.46904029965775) | > grad_norm_1: tensor(458.3552, device='cuda:0') (tensor(275.3458, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.5491 (0.3897429611241927) | > loader_time: 0.0095 (0.00489260335701013)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6313834190368652 (2.6313834190368652) | > loss_disc_real_0: 0.2260417640209198 (0.2260417640209198) | > loss_disc_real_1: 0.22268153727054596 (0.22268153727054596) | > loss_disc_real_2: 0.4040484130382538 (0.4040484130382538) | > loss_disc_real_3: 0.2917194664478302 (0.2917194664478302) | > loss_disc_real_4: 0.33294329047203064 (0.33294329047203064) | > loss_disc_real_5: 0.3551163375377655 (0.3551163375377655) | > loss_0: 2.6313834190368652 (2.6313834190368652) | > loss_gen: 2.953817129135132 (2.953817129135132) | > loss_kl: 1.1471526622772217 (1.1471526622772217) | > loss_feat: 5.788929462432861 (5.788929462432861) | > loss_mel: 19.02231216430664 (19.02231216430664) | > loss_duration: 2.7547554969787598 (2.7547554969787598) | > loss_1: 31.66696548461914 (31.66696548461914)  --> STEP: 1 | > loss_disc: 2.27750825881958 (2.27750825881958) | > loss_disc_real_0: 0.13887068629264832 (0.13887068629264832) | > loss_disc_real_1: 0.16679619252681732 (0.16679619252681732) | > loss_disc_real_2: 0.22132836282253265 (0.22132836282253265) | > loss_disc_real_3: 0.25628870725631714 (0.25628870725631714) | > loss_disc_real_4: 0.3031826913356781 (0.3031826913356781) | > loss_disc_real_5: 0.3576858639717102 (0.3576858639717102) | > loss_0: 2.27750825881958 (2.27750825881958) | > loss_gen: 3.033921957015991 (3.033921957015991) | > loss_kl: 2.452425003051758 (2.452425003051758) | > loss_feat: 6.995140075683594 (6.995140075683594) | > loss_mel: 20.474163055419922 (20.474163055419922) | > loss_duration: 2.291332721710205 (2.291332721710205) | > loss_1: 35.24698257446289 (35.24698257446289)  --> STEP: 2 | > loss_disc: 2.558950662612915 (2.4182294607162476) | > loss_disc_real_0: 0.20827257633209229 (0.1735716313123703) | > loss_disc_real_1: 0.3067662715911865 (0.23678123205900192) | > loss_disc_real_2: 0.30722248554229736 (0.264275424182415) | > loss_disc_real_3: 0.3030467629432678 (0.2796677350997925) | > loss_disc_real_4: 0.3638850152492523 (0.3335338532924652) | > loss_disc_real_5: 0.32974228262901306 (0.34371407330036163) | > loss_0: 2.558950662612915 (2.4182294607162476) | > loss_gen: 3.1945745944976807 (3.114248275756836) | > loss_kl: 2.048607110977173 (2.2505160570144653) | > loss_feat: 5.820154666900635 (6.407647371292114) | > loss_mel: 20.305194854736328 (20.389678955078125) | > loss_duration: 2.381317377090454 (2.3363250494003296) | > loss_1: 33.74985122680664 (34.498416900634766)  --> STEP: 3 | > loss_disc: 2.025031328201294 (2.287163416544596) | > loss_disc_real_0: 0.0675290897488594 (0.13822411745786667) | > loss_disc_real_1: 0.16926009953022003 (0.2142741878827413) | > loss_disc_real_2: 0.21107853949069977 (0.2465431292851766) | > loss_disc_real_3: 0.23604290187358856 (0.2651261240243912) | > loss_disc_real_4: 0.2838580012321472 (0.3169752359390259) | > loss_disc_real_5: 0.23285126686096191 (0.3067598044872284) | > loss_0: 2.025031328201294 (2.287163416544596) | > loss_gen: 2.98854660987854 (3.072347720464071) | > loss_kl: 2.518601179122925 (2.3398777643839517) | > loss_feat: 6.961150646209717 (6.592148462931315) | > loss_mel: 19.20645523071289 (19.99527104695638) | > loss_duration: 2.252277374267578 (2.3083091576894126) | > loss_1: 33.927032470703125 (34.30795542399088)  --> STEP: 4 | > loss_disc: 2.2211146354675293 (2.2706512212753296) | > loss_disc_real_0: 0.16157135367393494 (0.14406092651188374) | > loss_disc_real_1: 0.17531417310237885 (0.20453418418765068) | > loss_disc_real_2: 0.2736380398273468 (0.25331685692071915) | > loss_disc_real_3: 0.2612262964248657 (0.2641511671245098) | > loss_disc_real_4: 0.21558359265327454 (0.29162732511758804) | > loss_disc_real_5: 0.26460975408554077 (0.2962222918868065) | > loss_0: 2.2211146354675293 (2.2706512212753296) | > loss_gen: 2.9481074810028076 (3.041287660598755) | > loss_kl: 2.132030963897705 (2.28791606426239) | > loss_feat: 7.566775321960449 (6.835805177688599) | > loss_mel: 17.925289154052734 (19.47777557373047) | > loss_duration: 2.204404592514038 (2.282333016395569) | > loss_1: 32.776607513427734 (33.9251184463501)  --> STEP: 5 | > loss_disc: 2.201138973236084 (2.2567487716674806) | > loss_disc_real_0: 0.2720015048980713 (0.16964904218912125) | > loss_disc_real_1: 0.27923572063446045 (0.21947449147701265) | > loss_disc_real_2: 0.2446029633283615 (0.25157407820224764) | > loss_disc_real_3: 0.24369458854198456 (0.26005985140800475) | > loss_disc_real_4: 0.24314583837985992 (0.2819310277700424) | > loss_disc_real_5: 0.19848750531673431 (0.27667533457279203) | > loss_0: 2.201138973236084 (2.2567487716674806) | > loss_gen: 3.1120667457580566 (3.0554434776306154) | > loss_kl: 1.4616631269454956 (2.1226654767990114) | > loss_feat: 6.031589508056641 (6.674962043762207) | > loss_mel: 19.271038055419922 (19.43642807006836) | > loss_duration: 2.4092557430267334 (2.3077175617218018) | > loss_1: 32.28561019897461 (33.597216796875)  --> STEP: 6 | > loss_disc: 2.4049510955810547 (2.2814491589864097) | > loss_disc_real_0: 0.14243802428245544 (0.16511387253801027) | > loss_disc_real_1: 0.19880378246307373 (0.21602937330802283) | > loss_disc_real_2: 0.30850157141685486 (0.2610619937380155) | > loss_disc_real_3: 0.24287015199661255 (0.2571949015061061) | > loss_disc_real_4: 0.23821943998336792 (0.27464576313893) | > loss_disc_real_5: 0.3076179325580597 (0.2818324342370033) | > loss_0: 2.4049510955810547 (2.2814491589864097) | > loss_gen: 2.619816780090332 (2.982839028040568) | > loss_kl: 2.2520768642425537 (2.144234041372935) | > loss_feat: 5.715662479400635 (6.515078783035278) | > loss_mel: 20.084402084350586 (19.5444237391154) | > loss_duration: 2.154256820678711 (2.282140771547953) | > loss_1: 32.82621765136719 (33.46871693929037)  --> STEP: 7 | > loss_disc: 2.50508189201355 (2.313396692276001) | > loss_disc_real_0: 0.1946956217288971 (0.16933983670813696) | > loss_disc_real_1: 0.26348555088043213 (0.22280882724693843) | > loss_disc_real_2: 0.29725390672683716 (0.2662322670221329) | > loss_disc_real_3: 0.29325199127197266 (0.2623459143298013) | > loss_disc_real_4: 0.26528751850128174 (0.2733088710478374) | > loss_disc_real_5: 0.2696574628353119 (0.2800931526081903) | > loss_0: 2.50508189201355 (2.313396692276001) | > loss_gen: 2.8429012298583984 (2.9628479140145436) | > loss_kl: 3.6597704887390137 (2.3607392481395175) | > loss_feat: 5.511117935180664 (6.3716558047703336) | > loss_mel: 19.00330924987793 (19.46712166922433) | > loss_duration: 2.452822208404541 (2.3065238339560374) | > loss_1: 33.46992111206055 (33.46888896397182)  --> STEP: 8 | > loss_disc: 2.2897989749908447 (2.3104469776153564) | > loss_disc_real_0: 0.1021033376455307 (0.16093527432531118) | > loss_disc_real_1: 0.23365537822246552 (0.22416464611887932) | > loss_disc_real_2: 0.2692985534667969 (0.2666155528277159) | > loss_disc_real_3: 0.2531035244464874 (0.26119061559438705) | > loss_disc_real_4: 0.2155739963054657 (0.26609201170504093) | > loss_disc_real_5: 0.22684426605701447 (0.2734370417892933) | > loss_0: 2.2897989749908447 (2.3104469776153564) | > loss_gen: 2.840108633041382 (2.9475055038928986) | > loss_kl: 1.9238591194152832 (2.3061292320489883) | > loss_feat: 11.902048110961914 (7.062954843044281) | > loss_mel: 21.932968139648438 (19.775352478027344) | > loss_duration: 2.18477201461792 (2.2913048565387726) | > loss_1: 40.78375244140625 (34.38324689865112)  --> STEP: 9 | > loss_disc: 2.1022112369537354 (2.2873096730973987) | > loss_disc_real_0: 0.1923181712627411 (0.1644222628739145) | > loss_disc_real_1: 0.20282992720603943 (0.22179412179523045) | > loss_disc_real_2: 0.3045197129249573 (0.2708271261718538) | > loss_disc_real_3: 0.2426922470331192 (0.25913524130980176) | > loss_disc_real_4: 0.16741113364696503 (0.25512746969858807) | > loss_disc_real_5: 0.13410049676895142 (0.25795520345369977) | > loss_0: 2.1022112369537354 (2.2873096730973987) | > loss_gen: 3.222951650619507 (2.9781106313069663) | > loss_kl: 2.572990894317627 (2.335780527856615) | > loss_feat: 11.124635696411133 (7.514252715640598) | > loss_mel: 22.370040893554688 (20.063651190863716) | > loss_duration: 2.1391029357910156 (2.274393532011244) | > loss_1: 41.429718017578125 (35.166188134087456)  --> STEP: 10 | > loss_disc: 2.100031852722168 (2.2685818910598754) | > loss_disc_real_0: 0.1280820071697235 (0.1607882373034954) | > loss_disc_real_1: 0.17596809566020966 (0.21721151918172837) | > loss_disc_real_2: 0.275074303150177 (0.27125184386968615) | > loss_disc_real_3: 0.20539097487926483 (0.25376081466674805) | > loss_disc_real_4: 0.2056891918182373 (0.250183641910553) | > loss_disc_real_5: 0.22718670964241028 (0.2548783540725708) | > loss_0: 2.100031852722168 (2.2685818910598754) | > loss_gen: 3.048203706741333 (2.985119938850403) | > loss_kl: 1.6066817045211792 (2.2628706455230714) | > loss_feat: 6.829074382781982 (7.445734882354737) | > loss_mel: 20.36089324951172 (20.093375396728515) | > loss_duration: 2.2245559692382812 (2.2694097757339478) | > loss_1: 34.06941223144531 (35.056510543823244)  --> STEP: 11 | > loss_disc: 2.3280961513519287 (2.273992278359153) | > loss_disc_real_0: 0.2380722016096115 (0.16781405224041504) | > loss_disc_real_1: 0.18496571481227875 (0.2142800824208693) | > loss_disc_real_2: 0.2415209263563156 (0.26854903318665246) | > loss_disc_real_3: 0.2573719620704651 (0.2540891007943587) | > loss_disc_real_4: 0.24148531258106232 (0.2493928846987811) | > loss_disc_real_5: 0.2847387492656708 (0.2575929354537617) | > loss_0: 2.3280961513519287 (2.273992278359153) | > loss_gen: 2.9260988235473633 (2.9797543829137627) | > loss_kl: 2.395951747894287 (2.2749689275568183) | > loss_feat: 5.769903182983398 (7.293386546048251) | > loss_mel: 18.10123062133789 (19.912271326238457) | > loss_duration: 2.3809547424316406 (2.27955022725192) | > loss_1: 31.574138641357422 (34.73993127996271)  --> STEP: 12 | > loss_disc: 1.9324480295181274 (2.2455302576224008) | > loss_disc_real_0: 0.10014428198337555 (0.16217490471899507) | > loss_disc_real_1: 0.24398420751094818 (0.21675542617837587) | > loss_disc_real_2: 0.2826976478099823 (0.26972808440526325) | > loss_disc_real_3: 0.20169198513031006 (0.2497226744890213) | > loss_disc_real_4: 0.14178720116615295 (0.24042574440439543) | > loss_disc_real_5: 0.10971952974796295 (0.24527015164494514) | > loss_0: 1.9324480295181274 (2.2455302576224008) | > loss_gen: 3.0105838775634766 (2.9823235074679055) | > loss_kl: 1.774337887763977 (2.233249674240748) | > loss_feat: 7.742258071899414 (7.330792506535848) | > loss_mel: 19.84763526916504 (19.906884988149006) | > loss_duration: 2.1921443939208984 (2.272266407807668) | > loss_1: 34.56696319580078 (34.72551727294922)  --> STEP: 13 | > loss_disc: 2.4224507808685303 (2.259139528641334) | > loss_disc_real_0: 0.1775270402431488 (0.16335583822085303) | > loss_disc_real_1: 0.2997356951236725 (0.22313852378955254) | > loss_disc_real_2: 0.2843368351459503 (0.2708518344622392) | > loss_disc_real_3: 0.24368704855442047 (0.2492583955709751) | > loss_disc_real_4: 0.2497900128364563 (0.24114607274532318) | > loss_disc_real_5: 0.2555615305900574 (0.24606179617918456) | > loss_0: 2.4224507808685303 (2.259139528641334) | > loss_gen: 2.7956526279449463 (2.9679642090430627) | > loss_kl: 2.4325695037841797 (2.248581968821012) | > loss_feat: 5.6079583168029785 (7.19826679963332) | > loss_mel: 20.106260299682617 (19.92222155057467) | > loss_duration: 2.136915683746338 (2.261854813649104) | > loss_1: 33.0793571472168 (34.5988895709698)  --> STEP: 14 | > loss_disc: 2.4750921726226807 (2.2745647174971446) | > loss_disc_real_0: 0.2004222273826599 (0.16600343744669638) | > loss_disc_real_1: 0.1725856214761734 (0.21952760219573975) | > loss_disc_real_2: 0.3593306541442871 (0.27717175015381407) | > loss_disc_real_3: 0.2605200409889221 (0.2500627988151142) | > loss_disc_real_4: 0.2190971076488495 (0.23957114666700363) | > loss_disc_real_5: 0.32449597120285034 (0.2516642372523035) | > loss_0: 2.4750921726226807 (2.2745647174971446) | > loss_gen: 2.831932783126831 (2.9582476786204746) | > loss_kl: 1.9628225564956665 (2.2281705822263445) | > loss_feat: 6.813040733337402 (7.170750652040754) | > loss_mel: 20.79829978942871 (19.98479856763567) | > loss_duration: 2.359337091445923 (2.268817833491734) | > loss_1: 34.76543426513672 (34.61078562055315)  --> STEP: 15 | > loss_disc: 2.1831820011138916 (2.2684725364049276) | > loss_disc_real_0: 0.148628368973732 (0.16484509954849877) | > loss_disc_real_1: 0.2076302021741867 (0.21873444219430288) | > loss_disc_real_2: 0.2795012593269348 (0.2773270507653554) | > loss_disc_real_3: 0.2725438177585602 (0.2515615334113439) | > loss_disc_real_4: 0.22940562665462494 (0.23889344533284504) | > loss_disc_real_5: 0.2611141502857208 (0.25229423145453134) | > loss_0: 2.1831820011138916 (2.2684725364049276) | > loss_gen: 3.1320974826812744 (2.9698376655578613) | > loss_kl: 2.8849503993988037 (2.271955903371175) | > loss_feat: 8.066142082214355 (7.230443414052328) | > loss_mel: 18.9320068359375 (19.91461245218913) | > loss_duration: 2.291161060333252 (2.2703073819478354) | > loss_1: 35.306358337402344 (34.65715713500977)  --> STEP: 16 | > loss_disc: 2.5483264923095703 (2.2859634086489677) | > loss_disc_real_0: 0.15442346036434174 (0.16419374709948895) | > loss_disc_real_1: 0.338584303855896 (0.22622505854815245) | > loss_disc_real_2: 0.34786149859428406 (0.28173545375466347) | > loss_disc_real_3: 0.2207396775484085 (0.24963516741991043) | > loss_disc_real_4: 0.18462881445884705 (0.23550190590322018) | > loss_disc_real_5: 0.19866402447223663 (0.24894234351813793) | > loss_0: 2.5483264923095703 (2.2859634086489677) | > loss_gen: 2.592681884765625 (2.9462654292583466) | > loss_kl: 2.3841450214385986 (2.278967723250389) | > loss_feat: 6.264013290405273 (7.170041531324387) | > loss_mel: 17.69611358642578 (19.77595627307892) | > loss_duration: 2.37023663520813 (2.2765529602766037) | > loss_1: 31.307191848754883 (34.447784304618835)  --> STEP: 17 | > loss_disc: 2.008000135421753 (2.269612627870896) | > loss_disc_real_0: 0.1387484073638916 (0.16269696240915968) | > loss_disc_real_1: 0.27722838521003723 (0.22922525423414566) | > loss_disc_real_2: 0.3007177710533142 (0.2828520606545841) | > loss_disc_real_3: 0.24854373931884766 (0.24957096576690674) | > loss_disc_real_4: 0.18255971372127533 (0.23238765930428223) | > loss_disc_real_5: 0.1727651208639145 (0.24446133042083068) | > loss_0: 2.008000135421753 (2.269612627870896) | > loss_gen: 3.235199451446533 (2.9632615482105926) | > loss_kl: 1.4025750160217285 (2.227415211060468) | > loss_feat: 7.403864860534668 (7.183795844807344) | > loss_mel: 19.07166290283203 (19.73452725129969) | > loss_duration: 2.3477466106414795 (2.2807408220627727) | > loss_1: 33.4610481262207 (34.38974100000718)  --> STEP: 18 | > loss_disc: 2.3859341144561768 (2.2760749326811895) | > loss_disc_real_0: 0.1446169912815094 (0.16169251956873468) | > loss_disc_real_1: 0.2393224537372589 (0.2297862097620964) | > loss_disc_real_2: 0.2879917025566101 (0.28313759631580776) | > loss_disc_real_3: 0.2101784199476242 (0.2473824909991688) | > loss_disc_real_4: 0.2091611623764038 (0.23109729836384454) | > loss_disc_real_5: 0.18890902400016785 (0.24137509117523828) | > loss_0: 2.3859341144561768 (2.2760749326811895) | > loss_gen: 2.6434059143066406 (2.9454917907714844) | > loss_kl: 2.7408876419067383 (2.255941457218594) | > loss_feat: 7.6872758865356445 (7.211766958236694) | > loss_mel: 21.69840431213379 (19.843631532457138) | > loss_duration: 2.2628674507141113 (2.2797478569878473) | > loss_1: 37.032840728759766 (34.53657987382677)  --> STEP: 19 | > loss_disc: 2.692275285720825 (2.297980214420118) | > loss_disc_real_0: 0.26243698596954346 (0.16699485990561935) | > loss_disc_real_1: 0.23813344538211823 (0.23022553795262388) | > loss_disc_real_2: 0.2437521517276764 (0.2810646781795903) | > loss_disc_real_3: 0.28691431879997253 (0.24946311351500058) | > loss_disc_real_4: 0.27302971482276917 (0.2333042676511564) | > loss_disc_real_5: 0.32272815704345703 (0.2456568314840919) | > loss_0: 2.692275285720825 (2.297980214420118) | > loss_gen: 2.3899893760681152 (2.9162548215765702) | > loss_kl: 1.4977302551269531 (2.2160356044769287) | > loss_feat: 5.270423412322998 (7.109590982135973) | > loss_mel: 18.039817810058594 (19.748693968120374) | > loss_duration: 2.313405990600586 (2.281519337704307) | > loss_1: 29.511367797851562 (34.27209502772281)  --> STEP: 20 | > loss_disc: 2.1631906032562256 (2.2912407338619234) | > loss_disc_real_0: 0.14248250424861908 (0.16576924212276933) | > loss_disc_real_1: 0.22510476410388947 (0.22996949926018714) | > loss_disc_real_2: 0.21350359916687012 (0.2776866242289543) | > loss_disc_real_3: 0.19331872463226318 (0.24665589407086372) | > loss_disc_real_4: 0.2532276511192322 (0.23430043682456017) | > loss_disc_real_5: 0.31361496448516846 (0.24905473813414575) | > loss_0: 2.1631906032562256 (2.2912407338619234) | > loss_gen: 3.175079345703125 (2.9291960477828978) | > loss_kl: 2.294130802154541 (2.2199403643608093) | > loss_feat: 7.260679244995117 (7.11714539527893) | > loss_mel: 18.71714973449707 (19.697116756439208) | > loss_duration: 2.3301429748535156 (2.2839505195617678) | > loss_1: 33.777183532714844 (34.247349452972415)  --> STEP: 21 | > loss_disc: 2.0948338508605957 (2.281888025147574) | > loss_disc_real_0: 0.10619611293077469 (0.16293242644696007) | > loss_disc_real_1: 0.25800758600234985 (0.2313046462479092) | > loss_disc_real_2: 0.2099657505750656 (0.2744618207216263) | > loss_disc_real_3: 0.2685040831565857 (0.24769628402732669) | > loss_disc_real_4: 0.2678431272506714 (0.23589770779723213) | > loss_disc_real_5: 0.19638724625110626 (0.2465467623301915) | > loss_0: 2.0948338508605957 (2.281888025147574) | > loss_gen: 3.23616361618042 (2.9438135510399226) | > loss_kl: 2.343888282775879 (2.2258426461900984) | > loss_feat: 7.766274929046631 (7.148056325458345) | > loss_mel: 19.844892501831055 (19.704153696695965) | > loss_duration: 2.137160062789917 (2.276960497810727) | > loss_1: 35.3283805847168 (34.298827125912624)  --> STEP: 22 | > loss_disc: 2.1263937950134277 (2.274820105596022) | > loss_disc_real_0: 0.22314395010471344 (0.16566931388594885) | > loss_disc_real_1: 0.12078423798084259 (0.2262809913266789) | > loss_disc_real_2: 0.18756890296936035 (0.2705121426419778) | > loss_disc_real_3: 0.23571895062923431 (0.24715185978195883) | > loss_disc_real_4: 0.22814658284187317 (0.2355453839356249) | > loss_disc_real_5: 0.17838481068611145 (0.2434484918009151) | > loss_0: 2.1263937950134277 (2.274820105596022) | > loss_gen: 3.046844482421875 (2.948496775193648) | > loss_kl: 2.0318284034729004 (2.21702381697568) | > loss_feat: 8.840888977050781 (7.225003264167092) | > loss_mel: 21.73210906982422 (19.796333486383613) | > loss_duration: 2.1448915004730225 (2.270957361568104) | > loss_1: 37.79656219482422 (34.45781508359042)  --> STEP: 23 | > loss_disc: 2.1383748054504395 (2.2688877012418662) | > loss_disc_real_0: 0.13422590494155884 (0.16430220914923624) | > loss_disc_real_1: 0.21036477386951447 (0.22558898187201956) | > loss_disc_real_2: 0.2834526300430298 (0.2710747725289801) | > loss_disc_real_3: 0.26251503825187683 (0.2478198240632596) | > loss_disc_real_4: 0.240120530128479 (0.2357443033353142) | > loss_disc_real_5: 0.3142514228820801 (0.24652688010879184) | > loss_0: 2.1383748054504395 (2.2688877012418662) | > loss_gen: 3.140385389328003 (2.956839758416881) | > loss_kl: 2.1214475631713867 (2.2128683276798413) | > loss_feat: 7.265386581420898 (7.226759060569432) | > loss_mel: 18.3809814453125 (19.734796441119652) | > loss_duration: 2.298555850982666 (2.2721572958904765) | > loss_1: 33.206756591796875 (34.40342123612113)  --> STEP: 24 | > loss_disc: 2.417872905731201 (2.2750954180955882) | > loss_disc_real_0: 0.1693752408027649 (0.16451358546813327) | > loss_disc_real_1: 0.1911093294620514 (0.2241523296882709) | > loss_disc_real_2: 0.33993351459503174 (0.27394388678173226) | > loss_disc_real_3: 0.32088136672973633 (0.25086405500769615) | > loss_disc_real_4: 0.3444114327430725 (0.24027210039397082) | > loss_disc_real_5: 0.31091398000717163 (0.249209675937891) | > loss_0: 2.417872905731201 (2.2750954180955882) | > loss_gen: 3.2554404735565186 (2.9692814548810325) | > loss_kl: 2.7260725498199463 (2.234251836935679) | > loss_feat: 6.864596366882324 (7.211668948332469) | > loss_mel: 20.863616943359375 (19.781830628712974) | > loss_duration: 2.429485321044922 (2.2787126302719116) | > loss_1: 36.13920974731445 (34.47574575742085)  --> STEP: 25 | > loss_disc: 2.5951123237609863 (2.287896094322204) | > loss_disc_real_0: 0.2612513303756714 (0.16838309526443482) | > loss_disc_real_1: 0.2812550663948059 (0.22643643915653228) | > loss_disc_real_2: 0.3130980134010315 (0.27551005184650423) | > loss_disc_real_3: 0.256555438041687 (0.2510917103290558) | > loss_disc_real_4: 0.2677457928657532 (0.2413710480928421) | > loss_disc_real_5: 0.24554556608200073 (0.2490631115436554) | > loss_0: 2.5951123237609863 (2.287896094322204) | > loss_gen: 2.8218178749084473 (2.963382911682129) | > loss_kl: 2.652980089187622 (2.2510009670257567) | > loss_feat: 7.591576099395752 (7.226865234375) | > loss_mel: 16.933475494384766 (19.667896423339847) | > loss_duration: 2.324425458908081 (2.2805411434173584) | > loss_1: 32.324275970458984 (34.38968696594238)  --> STEP: 26 | > loss_disc: 2.537363290786743 (2.2974909864939175) | > loss_disc_real_0: 0.22613562643527985 (0.17060434646331346) | > loss_disc_real_1: 0.22431977093219757 (0.22635502884021172) | > loss_disc_real_2: 0.2106030136346817 (0.2730136272998957) | > loss_disc_real_3: 0.22237113118171692 (0.2499870726695428) | > loss_disc_real_4: 0.19236892461776733 (0.23948635103610846) | > loss_disc_real_5: 0.26177817583084106 (0.24955215247777793) | > loss_0: 2.537363290786743 (2.2974909864939175) | > loss_gen: 2.2816591262817383 (2.937162766089806) | > loss_kl: 2.038137674331665 (2.242813917306753) | > loss_feat: 5.409185409545898 (7.156954471881573) | > loss_mel: 14.339522361755371 (19.462958959432754) | > loss_duration: 2.2596189975738525 (2.2797364455003004) | > loss_1: 26.328123092651367 (34.07962681696965) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025031383220966044 (-3.600120544433594e-05) | > avg_loss_disc: 2.2974909864939175 (-0.04069996338624238) | > avg_loss_disc_real_0: 0.17060434646331346 (+0.022358197432297916) | > avg_loss_disc_real_1: 0.22635502884021172 (-0.022508206848914802) | > avg_loss_disc_real_2: 0.2730136272998957 (+0.008229004075893998) | > avg_loss_disc_real_3: 0.2499870726695428 (-0.022115531449134418) | > avg_loss_disc_real_4: 0.23948635103610846 (+0.009595022751734822) | > avg_loss_disc_real_5: 0.24955215247777793 (-0.019855727943090234) | > avg_loss_0: 2.2974909864939175 (-0.04069996338624238) | > avg_loss_gen: 2.937162766089806 (+0.13399594563704254) | > avg_loss_kl: 2.242813917306753 (+0.07878163686165429) | > avg_loss_feat: 7.156954471881573 (+0.1481066667116604) | > avg_loss_mel: 19.462958959432754 (-0.2857929009657525) | > avg_loss_duration: 2.2797364455003004 (+0.001871576676002018) | > avg_loss_1: 34.07962681696965 (+0.07696349804217562)  > EPOCH: 152/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:36:13)   --> TIME: 2024-06-10 21:36:19 -- STEP: 14/330 -- GLOBAL_STEP: 138175 | > loss_disc: 2.401294231414795 (2.348091551235744) | > loss_disc_real_0: 0.13729587197303772 (0.11606468419943537) | > loss_disc_real_1: 0.22111018002033234 (0.19790953823498317) | > loss_disc_real_2: 0.24725113809108734 (0.221992484160832) | > loss_disc_real_3: 0.25678735971450806 (0.22141734723533904) | > loss_disc_real_4: 0.2797847092151642 (0.22897143342665263) | > loss_disc_real_5: 0.2501976490020752 (0.21996331214904785) | > loss_0: 2.401294231414795 (2.348091551235744) | > grad_norm_0: tensor(11.1368, device='cuda:0') (tensor(10.1609, device='cuda:0')) | > loss_gen: 2.624361991882324 (2.4665003674370896) | > loss_kl: 1.4501456022262573 (1.7232354198183333) | > loss_feat: 6.852464199066162 (6.754439490182059) | > loss_mel: 18.82896614074707 (19.630373546055385) | > loss_duration: 2.1270833015441895 (2.20730265549251) | > loss_1: 31.88302230834961 (32.781851768493645) | > grad_norm_1: tensor(119.0701, device='cuda:0') (tensor(120.4017, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3278 (0.3429016385759626) | > loader_time: 0.0029 (0.0029859202248709543)  --> TIME: 2024-06-10 21:36:28 -- STEP: 39/330 -- GLOBAL_STEP: 138200 | > loss_disc: 2.1949710845947266 (2.2923640287839446) | > loss_disc_real_0: 0.1088143140077591 (0.11336674866003868) | > loss_disc_real_1: 0.21359504759311676 (0.19839745110426193) | > loss_disc_real_2: 0.2299194186925888 (0.2186648746331533) | > loss_disc_real_3: 0.23283299803733826 (0.2200376624480272) | > loss_disc_real_4: 0.19489169120788574 (0.22009964592945883) | > loss_disc_real_5: 0.1939772069454193 (0.21285164929353273) | > loss_0: 2.1949710845947266 (2.2923640287839446) | > grad_norm_0: tensor(5.0498, device='cuda:0') (tensor(9.6037, device='cuda:0')) | > loss_gen: 2.6699070930480957 (2.5399908347007547) | > loss_kl: 2.1461570262908936 (1.7350371434138372) | > loss_feat: 7.825023174285889 (7.185262667827117) | > loss_mel: 19.60863494873047 (19.659509903345352) | > loss_duration: 2.0906643867492676 (2.1217723962588186) | > loss_1: 34.34038543701172 (33.241572893582855) | > grad_norm_1: tensor(79.7533, device='cuda:0') (tensor(114.4233, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3591 (0.3462139337490766) | > loader_time: 0.0033 (0.0031812374408428487)  --> TIME: 2024-06-10 21:36:38 -- STEP: 64/330 -- GLOBAL_STEP: 138225 | > loss_disc: 2.2576003074645996 (2.2975312545895568) | > loss_disc_real_0: 0.09720972925424576 (0.11345326353330165) | > loss_disc_real_1: 0.18550540506839752 (0.19927217531949282) | > loss_disc_real_2: 0.21937890350818634 (0.2168328450061381) | > loss_disc_real_3: 0.25335636734962463 (0.2230025683529675) | > loss_disc_real_4: 0.26463669538497925 (0.2218315494246781) | > loss_disc_real_5: 0.2733570337295532 (0.21453071013092995) | > loss_0: 2.2576003074645996 (2.2975312545895568) | > grad_norm_0: tensor(16.5264, device='cuda:0') (tensor(9.9556, device='cuda:0')) | > loss_gen: 2.52350115776062 (2.549092672765254) | > loss_kl: 1.6578329801559448 (1.7214294709265232) | > loss_feat: 7.012119293212891 (7.25333196669817) | > loss_mel: 20.20332145690918 (19.671996414661407) | > loss_duration: 2.061141014099121 (2.0917897596955295) | > loss_1: 33.457916259765625 (33.287640124559395) | > grad_norm_1: tensor(167.1987, device='cuda:0') (tensor(110.6120, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3584 (0.3556446321308613) | > loader_time: 0.0034 (0.0033058300614356995)  --> TIME: 2024-06-10 21:36:47 -- STEP: 89/330 -- GLOBAL_STEP: 138250 | > loss_disc: 2.3383395671844482 (2.296046125754881) | > loss_disc_real_0: 0.09139090776443481 (0.11244112211331893) | > loss_disc_real_1: 0.17717279493808746 (0.19763762629433965) | > loss_disc_real_2: 0.18939097225666046 (0.2151925821652573) | > loss_disc_real_3: 0.2369520366191864 (0.22298655265502715) | > loss_disc_real_4: 0.22457647323608398 (0.21980381949564046) | > loss_disc_real_5: 0.21400195360183716 (0.2143247988116875) | > loss_0: 2.3383395671844482 (2.296046125754881) | > grad_norm_0: tensor(10.7610, device='cuda:0') (tensor(10.5343, device='cuda:0')) | > loss_gen: 2.620798110961914 (2.561609801281703) | > loss_kl: 1.5597071647644043 (1.7055412838967998) | > loss_feat: 7.249772071838379 (7.3210680136519874) | > loss_mel: 19.375335693359375 (19.66610782066088) | > loss_duration: 2.0646228790283203 (2.0799143957288067) | > loss_1: 32.870235443115234 (33.33424128843157) | > grad_norm_1: tensor(187.7264, device='cuda:0') (tensor(120.5777, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3595 (0.3571271521321842) | > loader_time: 0.0042 (0.003404132435830792)  --> TIME: 2024-06-10 21:36:56 -- STEP: 114/330 -- GLOBAL_STEP: 138275 | > loss_disc: 2.392634153366089 (2.3016925799219243) | > loss_disc_real_0: 0.12600280344486237 (0.11204929290372029) | > loss_disc_real_1: 0.16512912511825562 (0.1991869479156377) | > loss_disc_real_2: 0.17931409180164337 (0.21615699874727348) | > loss_disc_real_3: 0.21313589811325073 (0.22451136901713253) | > loss_disc_real_4: 0.22839732468128204 (0.22029390447495276) | > loss_disc_real_5: 0.18780218064785004 (0.21409962352430612) | > loss_0: 2.392634153366089 (2.3016925799219243) | > grad_norm_0: tensor(11.1871, device='cuda:0') (tensor(11.7664, device='cuda:0')) | > loss_gen: 2.392921209335327 (2.566937896243312) | > loss_kl: 1.8388227224349976 (1.711572556119216) | > loss_feat: 6.6579437255859375 (7.314585807030661) | > loss_mel: 19.57444190979004 (19.643541302597313) | > loss_duration: 2.0782275199890137 (2.0768702155665326) | > loss_1: 32.5423583984375 (33.31350773259213) | > grad_norm_1: tensor(186.4562, device='cuda:0') (tensor(144.5774, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.364 (0.35878652020504587) | > loader_time: 0.0038 (0.0034969647725423183)  --> TIME: 2024-06-10 21:37:06 -- STEP: 139/330 -- GLOBAL_STEP: 138300 | > loss_disc: 2.2969541549682617 (2.300600749983205) | > loss_disc_real_0: 0.1254197061061859 (0.11256010476633797) | > loss_disc_real_1: 0.18886218965053558 (0.1997575507961589) | > loss_disc_real_2: 0.16303494572639465 (0.21564426364229738) | > loss_disc_real_3: 0.18659257888793945 (0.22451306804478596) | > loss_disc_real_4: 0.19671569764614105 (0.22006160095870067) | > loss_disc_real_5: 0.19078469276428223 (0.21374342874657337) | > loss_0: 2.2969541549682617 (2.300600749983205) | > grad_norm_0: tensor(44.9387, device='cuda:0') (tensor(13.0526, device='cuda:0')) | > loss_gen: 2.5020809173583984 (2.565740396650574) | > loss_kl: 1.6200603246688843 (1.7007676277229253) | > loss_feat: 7.859899044036865 (7.299552694499064) | > loss_mel: 19.258485794067383 (19.622744196610483) | > loss_duration: 2.1468043327331543 (2.0792221422675676) | > loss_1: 33.3873291015625 (33.26802703802534) | > grad_norm_1: tensor(310.0046, device='cuda:0') (tensor(157.6879, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3621 (0.3606315739720845) | > loader_time: 0.004 (0.0035899097113300574)  --> TIME: 2024-06-10 21:37:15 -- STEP: 164/330 -- GLOBAL_STEP: 138325 | > loss_disc: 2.4646410942077637 (2.2958021193015874) | > loss_disc_real_0: 0.19510677456855774 (0.11480900463534564) | > loss_disc_real_1: 0.21179012954235077 (0.19983164393683758) | > loss_disc_real_2: 0.21622104942798615 (0.21475522456372656) | > loss_disc_real_3: 0.2792513966560364 (0.2239036579139349) | > loss_disc_real_4: 0.24525755643844604 (0.21860249931129014) | > loss_disc_real_5: 0.24192240834236145 (0.21230045051836394) | > loss_0: 2.4646410942077637 (2.2958021193015874) | > grad_norm_0: tensor(13.7041, device='cuda:0') (tensor(15.8759, device='cuda:0')) | > loss_gen: 2.7160632610321045 (2.577280234999772) | > loss_kl: 1.7918022871017456 (1.7023587321362845) | > loss_feat: 7.826165199279785 (7.33221300055341) | > loss_mel: 18.627601623535156 (19.616825603857272) | > loss_duration: 2.1421990394592285 (2.0806205897796426) | > loss_1: 33.10383224487305 (33.309298108263725) | > grad_norm_1: tensor(169.3520, device='cuda:0') (tensor(172.4265, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3894 (0.3632155918493505) | > loader_time: 0.0041 (0.0036695614093687477)  --> TIME: 2024-06-10 21:37:25 -- STEP: 189/330 -- GLOBAL_STEP: 138350 | > loss_disc: 2.2304434776306152 (2.2917189749460376) | > loss_disc_real_0: 0.06900419294834137 (0.11335811200280668) | > loss_disc_real_1: 0.24528029561042786 (0.1992728996371466) | > loss_disc_real_2: 0.22675219178199768 (0.2148613697164273) | > loss_disc_real_3: 0.240146204829216 (0.22407798689824562) | > loss_disc_real_4: 0.2385672926902771 (0.21897801338995576) | > loss_disc_real_5: 0.22634300589561462 (0.2129700479526369) | > loss_0: 2.2304434776306152 (2.2917189749460376) | > grad_norm_0: tensor(10.3821, device='cuda:0') (tensor(17.0401, device='cuda:0')) | > loss_gen: 2.8256895542144775 (2.588065611622319) | > loss_kl: 1.7903144359588623 (1.7096953228037193) | > loss_feat: 7.441067695617676 (7.374532000728385) | > loss_mel: 19.298725128173828 (19.602271256623432) | > loss_duration: 2.1462385654449463 (2.085712524948926) | > loss_1: 33.502037048339844 (33.36027662085478) | > grad_norm_1: tensor(290.2508, device='cuda:0') (tensor(186.1642, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3977 (0.36710219786911424) | > loader_time: 0.0045 (0.0037983901916988313)  --> TIME: 2024-06-10 21:37:35 -- STEP: 214/330 -- GLOBAL_STEP: 138375 | > loss_disc: 2.3838868141174316 (2.2825315193595186) | > loss_disc_real_0: 0.07593624293804169 (0.11333726081892709) | > loss_disc_real_1: 0.2345021665096283 (0.1988766622320514) | > loss_disc_real_2: 0.24118177592754364 (0.21442090350890827) | > loss_disc_real_3: 0.25521495938301086 (0.22371383122751645) | > loss_disc_real_4: 0.2876797616481781 (0.21822353438517758) | > loss_disc_real_5: 0.2775161862373352 (0.21298982871470057) | > loss_0: 2.3838868141174316 (2.2825315193595186) | > grad_norm_0: tensor(31.4607, device='cuda:0') (tensor(18.8276, device='cuda:0')) | > loss_gen: 2.526535749435425 (2.60124945306332) | > loss_kl: 1.625342845916748 (1.7135581368597868) | > loss_feat: 6.917957305908203 (7.418443911543516) | > loss_mel: 18.39256477355957 (19.58717519991865) | > loss_duration: 2.1949687004089355 (2.0910003419234346) | > loss_1: 31.65736961364746 (33.41142694526745) | > grad_norm_1: tensor(225.6506, device='cuda:0') (tensor(197.0513, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.3994 (0.3707781684732883) | > loader_time: 0.0046 (0.003912975854962785)  --> TIME: 2024-06-10 21:37:46 -- STEP: 239/330 -- GLOBAL_STEP: 138400 | > loss_disc: 2.1661031246185303 (2.2738262774056484) | > loss_disc_real_0: 0.10048650205135345 (0.11241368157594274) | > loss_disc_real_1: 0.19461308419704437 (0.19796977694064505) | > loss_disc_real_2: 0.20422588288784027 (0.21379620784496164) | > loss_disc_real_3: 0.20989039540290833 (0.22301328107402912) | > loss_disc_real_4: 0.1923356056213379 (0.2173177007601351) | > loss_disc_real_5: 0.19830429553985596 (0.2125431556083169) | > loss_0: 2.1661031246185303 (2.2738262774056484) | > grad_norm_0: tensor(18.7997, device='cuda:0') (tensor(19.2845, device='cuda:0')) | > loss_gen: 2.75216007232666 (2.608514211167847) | > loss_kl: 1.682847261428833 (1.7124123518437022) | > loss_feat: 7.806873321533203 (7.4435929314361955) | > loss_mel: 19.085283279418945 (19.54828856081144) | > loss_duration: 2.140911340713501 (2.098167426416562) | > loss_1: 33.468074798583984 (33.410975356481075) | > grad_norm_1: tensor(392.7756, device='cuda:0') (tensor(208.9520, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.4197 (0.3750706716561418) | > loader_time: 0.0053 (0.004044311315943507)  --> TIME: 2024-06-10 21:37:57 -- STEP: 264/330 -- GLOBAL_STEP: 138425 | > loss_disc: 2.1304571628570557 (2.271333880948299) | > loss_disc_real_0: 0.11685718595981598 (0.11287049675416766) | > loss_disc_real_1: 0.18600785732269287 (0.1981137967809583) | > loss_disc_real_2: 0.15147127211093903 (0.21316739736181317) | > loss_disc_real_3: 0.18488472700119019 (0.222797174966245) | > loss_disc_real_4: 0.17635692656040192 (0.21720673397860743) | > loss_disc_real_5: 0.1788630336523056 (0.21250352952064896) | > loss_0: 2.1304571628570557 (2.271333880948299) | > grad_norm_0: tensor(22.1872, device='cuda:0') (tensor(19.6932, device='cuda:0')) | > loss_gen: 2.7218525409698486 (2.6087510883808114) | > loss_kl: 1.6875805854797363 (1.714632215373444) | > loss_feat: 7.803982257843018 (7.454153747269602) | > loss_mel: 19.00528335571289 (19.507408727299076) | > loss_duration: 2.2075462341308594 (2.10463441592274) | > loss_1: 33.426246643066406 (33.38958010529028) | > grad_norm_1: tensor(241.1755, device='cuda:0') (tensor(218.9757, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.4394 (0.3799231910344326) | > loader_time: 0.0053 (0.00420639370426987)  --> TIME: 2024-06-10 21:38:08 -- STEP: 289/330 -- GLOBAL_STEP: 138450 | > loss_disc: 2.171731472015381 (2.2709580041133006) | > loss_disc_real_0: 0.16701248288154602 (0.11347504924325381) | > loss_disc_real_1: 0.2199600636959076 (0.19874241185023298) | > loss_disc_real_2: 0.2338932752609253 (0.2132703141667027) | > loss_disc_real_3: 0.22254766523838043 (0.22251918437571683) | > loss_disc_real_4: 0.1984306275844574 (0.21733203772648813) | > loss_disc_real_5: 0.18358993530273438 (0.21177347994386944) | > loss_0: 2.171731472015381 (2.2709580041133006) | > grad_norm_0: tensor(39.8523, device='cuda:0') (tensor(20.4331, device='cuda:0')) | > loss_gen: 2.6159770488739014 (2.607187031049628) | > loss_kl: 1.6848819255828857 (1.7180607145632842) | > loss_feat: 7.704948902130127 (7.465660532453068) | > loss_mel: 18.92352867126465 (19.456669177151053) | > loss_duration: 2.2446467876434326 (2.1130000604477703) | > loss_1: 33.173980712890625 (33.360577441416815) | > grad_norm_1: tensor(534.2638, device='cuda:0') (tensor(231.7876, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.4555 (0.3857013115008397) | > loader_time: 0.0065 (0.004372364096988031)  --> TIME: 2024-06-10 21:38:21 -- STEP: 314/330 -- GLOBAL_STEP: 138475 | > loss_disc: 2.1953628063201904 (2.2713864225490843) | > loss_disc_real_0: 0.11311422288417816 (0.11369814816269146) | > loss_disc_real_1: 0.22422011196613312 (0.19884928505701624) | > loss_disc_real_2: 0.22228671610355377 (0.21413077153028207) | > loss_disc_real_3: 0.21945814788341522 (0.22244288051014502) | > loss_disc_real_4: 0.24285471439361572 (0.21751062087951956) | > loss_disc_real_5: 0.21599547564983368 (0.21146297540254655) | > loss_0: 2.1953628063201904 (2.2713864225490843) | > grad_norm_0: tensor(17.0068, device='cuda:0') (tensor(21.3286, device='cuda:0')) | > loss_gen: 2.7450027465820312 (2.6088798205563974) | > loss_kl: 1.6618818044662476 (1.7182262763855567) | > loss_feat: 8.19761848449707 (7.499999930144875) | > loss_mel: 19.617170333862305 (19.41364939501329) | > loss_duration: 2.3012540340423584 (2.1245428832473254) | > loss_1: 34.522926330566406 (33.36529823473307) | > grad_norm_1: tensor(350.8767, device='cuda:0') (tensor(242.1805, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.5167 (0.3940035848860527) | > loader_time: 0.0083 (0.0045830072111384896)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1379590034484863 (2.1379590034484863) | > loss_disc_real_0: 0.17948664724826813 (0.17948664724826813) | > loss_disc_real_1: 0.18216575682163239 (0.18216575682163239) | > loss_disc_real_2: 0.19307610392570496 (0.19307610392570496) | > loss_disc_real_3: 0.2807663679122925 (0.2807663679122925) | > loss_disc_real_4: 0.21334315836429596 (0.21334315836429596) | > loss_disc_real_5: 0.20638306438922882 (0.20638306438922882) | > loss_0: 2.1379590034484863 (2.1379590034484863) | > loss_gen: 2.938971519470215 (2.938971519470215) | > loss_kl: 1.8765113353729248 (1.8765113353729248) | > loss_feat: 7.261830806732178 (7.261830806732178) | > loss_mel: 18.39576530456543 (18.39576530456543) | > loss_duration: 2.8309571743011475 (2.8309571743011475) | > loss_1: 33.30403518676758 (33.30403518676758)  --> STEP: 1 | > loss_disc: 1.9330852031707764 (1.9330852031707764) | > loss_disc_real_0: 0.1111656129360199 (0.1111656129360199) | > loss_disc_real_1: 0.1387569010257721 (0.1387569010257721) | > loss_disc_real_2: 0.21264196932315826 (0.21264196932315826) | > loss_disc_real_3: 0.23222264647483826 (0.23222264647483826) | > loss_disc_real_4: 0.1485775262117386 (0.1485775262117386) | > loss_disc_real_5: 0.22182317078113556 (0.22182317078113556) | > loss_0: 1.9330852031707764 (1.9330852031707764) | > loss_gen: 2.7453763484954834 (2.7453763484954834) | > loss_kl: 2.029189348220825 (2.029189348220825) | > loss_feat: 7.111380100250244 (7.111380100250244) | > loss_mel: 20.020275115966797 (20.020275115966797) | > loss_duration: 2.332545757293701 (2.332545757293701) | > loss_1: 34.238765716552734 (34.238765716552734)  --> STEP: 2 | > loss_disc: 2.6055829524993896 (2.269334077835083) | > loss_disc_real_0: 0.1593746840953827 (0.1352701485157013) | > loss_disc_real_1: 0.19606617093086243 (0.16741153597831726) | > loss_disc_real_2: 0.24372068047523499 (0.22818132489919662) | > loss_disc_real_3: 0.3724971115589142 (0.3023598790168762) | > loss_disc_real_4: 0.32092174887657166 (0.23474963754415512) | > loss_disc_real_5: 0.5266510248184204 (0.374237097799778) | > loss_0: 2.6055829524993896 (2.269334077835083) | > loss_gen: 3.062305212020874 (2.9038407802581787) | > loss_kl: 1.709826946258545 (1.869508147239685) | > loss_feat: 6.053030967712402 (6.582205533981323) | > loss_mel: 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2.3479607105255127 (2.3022074699401855) | > loss_disc_real_0: 0.24662859737873077 (0.16595184057950974) | > loss_disc_real_1: 0.18980392813682556 (0.1908256895840168) | > loss_disc_real_2: 0.246615469455719 (0.24623477831482887) | > loss_disc_real_3: 0.30333077907562256 (0.295747272670269) | > loss_disc_real_4: 0.18859440088272095 (0.2184855118393898) | > loss_disc_real_5: 0.27011239528656006 (0.33305469527840614) | > loss_0: 2.3479607105255127 (2.3022074699401855) | > loss_gen: 2.798908233642578 (2.839200496673584) | > loss_kl: 2.55617094039917 (2.0997208952903748) | > loss_feat: 6.9320173263549805 (6.418425679206848) | > loss_mel: 19.68686294555664 (19.29686689376831) | > loss_duration: 2.229595422744751 (2.273826837539673) | > loss_1: 34.203556060791016 (32.928040504455566)  --> STEP: 5 | > loss_disc: 2.129591703414917 (2.267684316635132) | > loss_disc_real_0: 0.11392664164304733 (0.15554680079221725) | > loss_disc_real_1: 0.25324079394340515 (0.20330871045589446) | > loss_disc_real_2: 0.24122628569602966 (0.24523307979106904) | > loss_disc_real_3: 0.3325808346271515 (0.3031139850616455) | > loss_disc_real_4: 0.244425430893898 (0.22367349565029143) | > loss_disc_real_5: 0.3441951870918274 (0.33528279364109037) | > loss_0: 2.129591703414917 (2.267684316635132) | > loss_gen: 3.5195834636688232 (2.9752770900726317) | > loss_kl: 2.497539520263672 (2.179284620285034) | > loss_feat: 6.4152140617370605 (6.41778335571289) | > loss_mel: 19.96975326538086 (19.43144416809082) | > loss_duration: 2.366300582885742 (2.2923215866088866) | > loss_1: 34.768394470214844 (33.296111297607425)  --> STEP: 6 | > loss_disc: 2.4751667976379395 (2.3022647301355996) | > loss_disc_real_0: 0.09025056660175323 (0.1446640950938066) | > loss_disc_real_1: 0.26344797015190125 (0.21333192040522894) | > loss_disc_real_2: 0.3237026035785675 (0.25831133375565213) | > loss_disc_real_3: 0.3074343204498291 (0.3038340409596761) | > loss_disc_real_4: 0.27987006306648254 (0.23303959021965662) | > loss_disc_real_5: 0.3617234528064728 (0.33968957016865414) | > loss_0: 2.4751667976379395 (2.3022647301355996) | > loss_gen: 2.8218705654144287 (2.949709335962931) | > loss_kl: 2.0295066833496094 (2.154321630795797) | > loss_feat: 6.240400791168213 (6.388219594955444) | > loss_mel: 19.986169815063477 (19.523898442586262) | > loss_duration: 2.0933260917663574 (2.2591556708017984) | > loss_1: 33.17127227783203 (33.27530479431152)  --> STEP: 7 | > loss_disc: 2.197655200958252 (2.287320511681693) | > loss_disc_real_0: 0.10628050565719604 (0.13918072517429078) | > loss_disc_real_1: 0.3087109923362732 (0.22695750210966384) | > loss_disc_real_2: 0.21861115097999573 (0.2526398790734155) | > loss_disc_real_3: 0.2642871141433716 (0.2981844799859183) | > loss_disc_real_4: 0.17527839541435242 (0.22478799096175603) | > loss_disc_real_5: 0.2805963158607483 (0.33124767669609617) | > loss_0: 2.197655200958252 (2.287320511681693) | > loss_gen: 2.8467631340026855 (2.9350027356828963) | > loss_kl: 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(2.2765479385852814) | > loss_1: 38.01771926879883 (34.17201519012451)  --> STEP: 9 | > loss_disc: 2.4336252212524414 (2.2857124275631375) | > loss_disc_real_0: 0.2091895192861557 (0.14638345026307636) | > loss_disc_real_1: 0.12505556643009186 (0.20297832041978836) | > loss_disc_real_2: 0.2783181667327881 (0.2566373132997089) | > loss_disc_real_3: 0.2651912271976471 (0.2893833617369334) | > loss_disc_real_4: 0.25831887125968933 (0.21814913054307303) | > loss_disc_real_5: 0.3270702362060547 (0.3234819389051861) | > loss_0: 2.4336252212524414 (2.2857124275631375) | > loss_gen: 2.5824546813964844 (2.884472952948676) | > loss_kl: 1.5934935808181763 (2.216722740067376) | > loss_feat: 7.0858049392700195 (6.973322444491917) | > loss_mel: 19.756925582885742 (19.723528120252823) | > loss_duration: 2.1266536712646484 (2.2598930199941) | > loss_1: 33.14533233642578 (34.05793931749132)  --> STEP: 10 | > loss_disc: 2.385190725326538 (2.2956602573394775) | > loss_disc_real_0: 0.12684354186058044 (0.14442945942282676) | > loss_disc_real_1: 0.15613973140716553 (0.1982944615185261) | > loss_disc_real_2: 0.2729532718658447 (0.2582689091563225) | > loss_disc_real_3: 0.32465124130249023 (0.29291014969348905) | > loss_disc_real_4: 0.20508739352226257 (0.21684295684099197) | > loss_disc_real_5: 0.2827286422252655 (0.31940660923719405) | > loss_0: 2.385190725326538 (2.2956602573394775) | > loss_gen: 2.5479094982147217 (2.8508166074752808) | > loss_kl: 2.227259397506714 (2.2177764058113096) | > loss_feat: 6.91274356842041 (6.967264556884766) | > loss_mel: 20.961313247680664 (19.847306632995604) | > loss_duration: 2.268507480621338 (2.2607544660568237) | > loss_1: 34.9177360534668 (34.14391899108887)  --> STEP: 11 | > loss_disc: 2.395233154296875 (2.304712338881059) | > loss_disc_real_0: 0.17907896637916565 (0.14757941460067575) | > loss_disc_real_1: 0.17144685983657837 (0.19585377045653082) | > loss_disc_real_2: 0.28808775544166565 (0.26097971336408093) | > loss_disc_real_3: 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(7.182717726780818) | > loss_mel: 18.845191955566406 (19.762387495774494) | > loss_duration: 2.128836154937744 (2.2604534259209266) | > loss_1: 34.16826248168945 (34.19726973313551)  --> STEP: 14 | > loss_disc: 2.267895460128784 (2.273021927901677) | > loss_disc_real_0: 0.1683785319328308 (0.1471988968551159) | > loss_disc_real_1: 0.17906354367733002 (0.19496848274554526) | > loss_disc_real_2: 0.2459559589624405 (0.2557944101946695) | > loss_disc_real_3: 0.29068559408187866 (0.28916328719684053) | > loss_disc_real_4: 0.2108333855867386 (0.20685110187956265) | > loss_disc_real_5: 0.26634976267814636 (0.29957530008895056) | > loss_0: 2.267895460128784 (2.273021927901677) | > loss_gen: 2.6848268508911133 (2.827457070350647) | > loss_kl: 2.9399256706237793 (2.209471149103982) | > loss_feat: 6.870518207550049 (7.160417761121478) | > loss_mel: 20.56920051574707 (19.820016997201105) | > loss_duration: 2.3398163318634033 (2.266122204916818) | > loss_1: 35.40428924560547 (34.28348541259765)  --> STEP: 15 | > loss_disc: 1.7572004795074463 (2.2386338313420615) | > loss_disc_real_0: 0.10967893898487091 (0.1446975663304329) | > loss_disc_real_1: 0.1806812286376953 (0.19401599913835527) | > loss_disc_real_2: 0.22061848640441895 (0.25344934860865276) | > loss_disc_real_3: 0.21706831455230713 (0.284356955687205) | > loss_disc_real_4: 0.08468582481145859 (0.1987067500750224) | > loss_disc_real_5: 0.18880988657474518 (0.29219093918800354) | > loss_0: 1.7572004795074463 (2.2386338313420615) | > loss_gen: 3.228217363357544 (2.8541744232177733) | > loss_kl: 2.578073024749756 (2.234044607480367) | > loss_feat: 9.582508087158203 (7.321890449523925) | > loss_mel: 20.931543350219727 (19.894118754069016) | > loss_duration: 2.256927490234375 (2.2655092239379884) | > loss_1: 38.5772705078125 (34.56973775227864)  --> STEP: 16 | > loss_disc: 2.3974125385284424 (2.24855750054121) | > loss_disc_real_0: 0.20711703598499298 (0.1485987831838429) | > loss_disc_real_1: 0.1531829833984375 (0.1914639356546104) | > loss_disc_real_2: 0.24897629022598267 (0.25316978245973587) | > loss_disc_real_3: 0.36153581738471985 (0.2891806345432997) | > loss_disc_real_4: 0.22438083589076996 (0.2003113804385066) | > loss_disc_real_5: 0.41689926385879517 (0.299985209479928) | > loss_0: 2.3974125385284424 (2.24855750054121) | > loss_gen: 3.1372733116149902 (2.8718681037425995) | > loss_kl: 2.156074285507202 (2.229171462357044) | > loss_feat: 7.858004093170166 (7.355397552251816) | > loss_mel: 19.781848907470703 (19.88710188865662) | > loss_duration: 2.3813610076904297 (2.272749960422516) | > loss_1: 35.31455993652344 (34.61628913879394)  --> STEP: 17 | > loss_disc: 2.2047629356384277 (2.245981349664576) | > loss_disc_real_0: 0.11954148858785629 (0.14688953056054957) | > loss_disc_real_1: 0.1451486051082611 (0.18873950444600163) | > loss_disc_real_2: 0.23241466283798218 (0.25194889307022095) | > loss_disc_real_3: 0.3337755501270294 (0.29180386487175436) | > loss_disc_real_4: 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(20.00206013729698) | > loss_duration: 2.2567062377929688 (2.2732225593767668) | > loss_1: 35.080955505371094 (34.88788805509867)  --> STEP: 20 | > loss_disc: 2.598771572113037 (2.264648658037186) | > loss_disc_real_0: 0.17665214836597443 (0.1443479798734188) | > loss_disc_real_1: 0.24757283926010132 (0.18655628748238087) | > loss_disc_real_2: 0.2910004258155823 (0.24833837300539016) | > loss_disc_real_3: 0.30712980031967163 (0.2907176986336708) | > loss_disc_real_4: 0.2462731897830963 (0.20561956018209457) | > loss_disc_real_5: 0.3436034917831421 (0.2956664107739925) | > loss_0: 2.598771572113037 (2.264648658037186) | > loss_gen: 2.6349360942840576 (2.843508017063141) | > loss_kl: 2.2393617630004883 (2.167955052852631) | > loss_feat: 5.817837238311768 (7.505118465423584) | > loss_mel: 18.29203987121582 (19.91655912399292) | > loss_duration: 2.348369836807251 (2.276979923248291) | > loss_1: 31.332544326782227 (34.71012086868285)  --> STEP: 21 | > loss_disc: 2.3197450637817383 (2.2672722964059737) | > loss_disc_real_0: 0.1440751999616623 (0.14433499035381137) | > loss_disc_real_1: 0.20077362656593323 (0.1872333036292167) | > loss_disc_real_2: 0.29691386222839355 (0.2506514915398189) | > loss_disc_real_3: 0.343300461769104 (0.2932216397353581) | > loss_disc_real_4: 0.26737743616104126 (0.20856041141918727) | > loss_disc_real_5: 0.3286823630332947 (0.2972385989768164) | > loss_0: 2.3197450637817383 (2.2672722964059737) | > loss_gen: 2.9204306602478027 (2.8471710000719344) | > loss_kl: 2.121945858001709 (2.1657641388121105) | > loss_feat: 5.903350830078125 (7.428843816121419) | > loss_mel: 17.805665969848633 (19.816040402367) | > loss_duration: 2.198786735534668 (2.2732564381190707) | > loss_1: 30.950180053710938 (34.5310760679699)  --> STEP: 22 | > loss_disc: 2.2922990322113037 (2.268409875306216) | > loss_disc_real_0: 0.12826357781887054 (0.14360447160222314) | > loss_disc_real_1: 0.275103360414505 (0.19122739711945708) | > loss_disc_real_2: 0.2515696585178375 (0.2506932264024561) | > loss_disc_real_3: 0.23635807633399963 (0.2906369323080236) | > loss_disc_real_4: 0.18737438321113586 (0.2075974101370031) | > loss_disc_real_5: 0.25461113452911377 (0.2953009869564663) | > loss_0: 2.2922990322113037 (2.268409875306216) | > loss_gen: 3.071289539337158 (2.857358206402172) | > loss_kl: 1.5379022359848022 (2.1372249614108694) | > loss_feat: 9.469282150268555 (7.521591013128107) | > loss_mel: 21.090906143188477 (19.873988845131613) | > loss_duration: 2.1334476470947266 (2.2669014930725098) | > loss_1: 37.302825927734375 (34.65706469795919)  --> STEP: 23 | > loss_disc: 2.4465370178222656 (2.276154533676479) | > loss_disc_real_0: 0.18506039679050446 (0.1454069031321484) | > loss_disc_real_1: 0.23701287806034088 (0.19321807020384332) | > loss_disc_real_2: 0.22429706156253815 (0.24954556706159012) | > loss_disc_real_3: 0.30090609192848206 (0.29108341750891314) | > loss_disc_real_4: 0.22608274221420288 (0.20840112022731616) | > loss_disc_real_5: 0.2957074046134949 (0.29531865728938056) | > loss_0: 2.4465370178222656 (2.276154533676479) | > loss_gen: 2.774354934692383 (2.853749368501746) | > loss_kl: 2.7988548278808594 (2.165991477344347) | > loss_feat: 6.850283622741699 (7.49240373528522) | > loss_mel: 20.079008102416992 (19.882902725883152) | > loss_duration: 2.277310371398926 (2.267354052999745) | > loss_1: 34.77981185913086 (34.66240153105361)  --> STEP: 24 | > loss_disc: 2.730820655822754 (2.295098955432574) | > loss_disc_real_0: 0.20898091793060303 (0.14805582041541734) | > loss_disc_real_1: 0.27818483114242554 (0.19675835190961757) | > loss_disc_real_2: 0.31801486015319824 (0.25239845427374047) | > loss_disc_real_3: 0.39060071110725403 (0.29522997140884405) | > loss_disc_real_4: 0.27312085032463074 (0.21109777564803758) | > loss_disc_real_5: 0.4148530960083008 (0.3002992589026689) | > loss_0: 2.730820655822754 (2.295098955432574) | > loss_gen: 2.8216705322265625 (2.8524127503236136) | > loss_kl: 2.5799386501312256 (2.183239276210467) | > loss_feat: 5.797690391540527 (7.4217906792958575) | > loss_mel: 17.83316993713379 (19.797497193018597) | > loss_duration: 2.4525861740112305 (2.2750720580418906) | > loss_1: 31.485057830810547 (34.53001221021015)  --> STEP: 25 | > loss_disc: 2.1733932495117188 (2.29023072719574) | > loss_disc_real_0: 0.08916319906711578 (0.1457001155614853) | > loss_disc_real_1: 0.18542328476905823 (0.19630494922399522) | > loss_disc_real_2: 0.25723177194595337 (0.25259178698062895) | > loss_disc_real_3: 0.28052037954330444 (0.2946415877342225) | > loss_disc_real_4: 0.21918274462223053 (0.2114211744070053) | > loss_disc_real_5: 0.3181111216545105 (0.30101173341274257) | > loss_0: 2.1733932495117188 (2.29023072719574) | > loss_gen: 2.9142508506774902 (2.8548862743377685) | > loss_kl: 2.2842187881469727 (2.187278456687927) | > loss_feat: 8.170110702514648 (7.45172348022461) | > loss_mel: 19.483104705810547 (19.784921493530273) | > loss_duration: 2.3350884914398193 (2.2774727153778076) | > loss_1: 35.186771392822266 (34.55628257751464)  --> STEP: 26 | > loss_disc: 2.4660544395446777 (2.296993177670699) | > loss_disc_real_0: 0.13240519165992737 (0.14518877233450228) | > loss_disc_real_1: 0.2189304381608963 (0.19717516033695295) | > loss_disc_real_2: 0.26535895466804504 (0.25308283189168346) | > loss_disc_real_3: 0.19439151883125305 (0.29078581585333907) | > loss_disc_real_4: 0.1566733717918396 (0.2093154896910374) | > loss_disc_real_5: 0.22667469084262848 (0.29815261639081514) | > loss_0: 2.4660544395446777 (2.296993177670699) | > loss_gen: 2.095339059829712 (2.8256729199336124) | > loss_kl: 1.9798959493637085 (2.179302206406226) | > loss_feat: 8.298295974731445 (7.484283960782564) | > loss_mel: 9.82478141784668 (19.40183918292706) | > loss_duration: 2.2665045261383057 (2.277050861945519) | > loss_1: 24.46481704711914 (34.16814928788404) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023854879232553337 (-0.00011765039884127073) | > avg_loss_disc: 2.296993177670699 (-0.0004978088232183708) | > avg_loss_disc_real_0: 0.14518877233450228 (-0.02541557412881118) | > avg_loss_disc_real_1: 0.19717516033695295 (-0.029179868503258766) | > avg_loss_disc_real_2: 0.25308283189168346 (-0.019930795408212243) | > avg_loss_disc_real_3: 0.29078581585333907 (+0.04079874318379628) | > avg_loss_disc_real_4: 0.2093154896910374 (-0.030170861345071076) | > avg_loss_disc_real_5: 0.29815261639081514 (+0.04860046391303721) | > avg_loss_0: 2.296993177670699 (-0.0004978088232183708) | > avg_loss_gen: 2.8256729199336124 (-0.11148984615619373) | > avg_loss_kl: 2.179302206406226 (-0.06351171090052699) | > avg_loss_feat: 7.484283960782564 (+0.32732948890099145) | > avg_loss_mel: 19.40183918292706 (-0.061119776505695) | > avg_loss_duration: 2.277050861945519 (-0.0026855835547814344) | > avg_loss_1: 34.16814928788404 (+0.08852247091439125)  > EPOCH: 153/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:38:48)   --> TIME: 2024-06-10 21:38:52 -- STEP: 9/330 -- GLOBAL_STEP: 138500 | > loss_disc: 2.3224854469299316 (2.2835191355811224) | > loss_disc_real_0: 0.0936523973941803 (0.1055050798588329) | > loss_disc_real_1: 0.22465527057647705 (0.1923904087808397) | > loss_disc_real_2: 0.16910628974437714 (0.20239720079633924) | > loss_disc_real_3: 0.24984855949878693 (0.21654562983247969) | > loss_disc_real_4: 0.2289869487285614 (0.21856772237353855) | > loss_disc_real_5: 0.21341527998447418 (0.2170874923467636) | > loss_0: 2.3224854469299316 (2.2835191355811224) | > grad_norm_0: tensor(8.1905, device='cuda:0') (tensor(9.5400, device='cuda:0')) | > loss_gen: 2.550875186920166 (2.5061011049482556) | > loss_kl: 1.6161257028579712 (1.7285845677057903) | > loss_feat: 6.955886363983154 (6.744310908847385) | > loss_mel: 19.93994903564453 (19.594493230183918) | > loss_duration: 2.178532123565674 (2.2654052310519748) | > loss_1: 33.24136734008789 (32.83889516194662) | > grad_norm_1: tensor(60.1208, device='cuda:0') (tensor(75.5114, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3397 (0.3400611612531874) | > loader_time: 0.0037 (0.0030188560485839844) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_138500.pth  --> TIME: 2024-06-10 21:39:06 -- STEP: 34/330 -- GLOBAL_STEP: 138525 | > loss_disc: 2.3522424697875977 (2.273070882348453) | > loss_disc_real_0: 0.07751939445734024 (0.11102834847920082) | > loss_disc_real_1: 0.21737544238567352 (0.19942271840922973) | > loss_disc_real_2: 0.20783966779708862 (0.2100639943690861) | > loss_disc_real_3: 0.27868983149528503 (0.2221540655283367) | > loss_disc_real_4: 0.23935504257678986 (0.2160523178822854) | > loss_disc_real_5: 0.22424525022506714 (0.2105411164024297) | > loss_0: 2.3522424697875977 (2.273070882348453) | > grad_norm_0: tensor(6.1791, device='cuda:0') (tensor(10.0028, device='cuda:0')) | > loss_gen: 2.7599194049835205 (2.5869581278632667) | > loss_kl: 1.749449610710144 (1.7004379454781027) | > loss_feat: 8.004064559936523 (7.128139902563656) | > loss_mel: 20.375553131103516 (19.57490141251508) | > loss_duration: 2.116952896118164 (2.132635505760417) | > loss_1: 35.00593566894531 (33.12307296079748) | > grad_norm_1: tensor(194.5143, device='cuda:0') (tensor(105.2357, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3349 (0.34307482663322897) | > loader_time: 0.0032 (0.003175153451807359)  --> TIME: 2024-06-10 21:39:14 -- STEP: 59/330 -- GLOBAL_STEP: 138550 | > loss_disc: 2.3408925533294678 (2.282628831216844) | > loss_disc_real_0: 0.17879267036914825 (0.11566067992125527) | > loss_disc_real_1: 0.2749671936035156 (0.20298723270327357) | > loss_disc_real_2: 0.2585892379283905 (0.2111911104392197) | > loss_disc_real_3: 0.23437482118606567 (0.2225816189232519) | > loss_disc_real_4: 0.21207408607006073 (0.21764101113303233) | > loss_disc_real_5: 0.18995583057403564 (0.21044878737401154) | > loss_0: 2.3408925533294678 (2.282628831216844) | > grad_norm_0: tensor(29.1367, device='cuda:0') (tensor(13.0139, device='cuda:0')) | > loss_gen: 2.5968053340911865 (2.5813397633827337) | > loss_kl: 1.6034581661224365 (1.710273059747987) | > loss_feat: 7.834053039550781 (7.186795105368404) | > loss_mel: 18.5964298248291 (19.554341591010648) | > loss_duration: 2.01478910446167 (2.097707257432453) | > loss_1: 32.64553451538086 (33.1304567951267) | > grad_norm_1: tensor(208.5119, device='cuda:0') (tensor(153.3515, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3754 (0.3467548257213528) | > loader_time: 0.0043 (0.003313141354059769)  --> TIME: 2024-06-10 21:39:24 -- STEP: 84/330 -- GLOBAL_STEP: 138575 | > loss_disc: 2.2847094535827637 (2.2812750538190207) | > loss_disc_real_0: 0.0731716901063919 (0.11517646979717981) | > loss_disc_real_1: 0.2245861142873764 (0.20293121536572775) | > loss_disc_real_2: 0.20964059233665466 (0.21027993499523118) | > loss_disc_real_3: 0.2345883995294571 (0.22238471997635706) | > loss_disc_real_4: 0.24560150504112244 (0.21759754241932006) | > loss_disc_real_5: 0.20445118844509125 (0.2102811285072849) | > loss_0: 2.2847094535827637 (2.2812750538190207) | > grad_norm_0: tensor(11.1974, device='cuda:0') (tensor(13.6976, device='cuda:0')) | > loss_gen: 2.733250617980957 (2.5893678721927462) | > loss_kl: 1.80988609790802 (1.7150486764453707) | > loss_feat: 7.515456199645996 (7.288931823912121) | > loss_mel: 20.441204071044922 (19.60144494828723) | > loss_duration: 2.1370761394500732 (2.0823236845788506) | > loss_1: 34.63687515258789 (33.27711704799106) | > grad_norm_1: tensor(241.9092, device='cuda:0') (tensor(170.3533, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3775 (0.3519488885289147) | > loader_time: 0.0044 (0.003553495520637149)  --> TIME: 2024-06-10 21:39:33 -- STEP: 109/330 -- GLOBAL_STEP: 138600 | > loss_disc: 2.217968225479126 (2.2866724346755842) | > loss_disc_real_0: 0.11409244686365128 (0.11456190370911852) | > loss_disc_real_1: 0.15991206467151642 (0.20452745272478925) | > loss_disc_real_2: 0.20047439634799957 (0.21135411664433434) | > loss_disc_real_3: 0.22437629103660583 (0.22356697165091102) | > loss_disc_real_4: 0.22558408975601196 (0.21740739279930746) | > loss_disc_real_5: 0.2099936604499817 (0.21143274774791998) | > loss_0: 2.217968225479126 (2.2866724346755842) | > grad_norm_0: tensor(9.4155, device='cuda:0') (tensor(13.9988, device='cuda:0')) | > loss_gen: 2.594287872314453 (2.583617028840091) | > loss_kl: 1.7325536012649536 (1.7130859598107295) | > loss_feat: 7.3767218589782715 (7.272956975009463) | > loss_mel: 19.51468276977539 (19.59939687186424) | > loss_duration: 2.0263559818267822 (2.0783392486222296) | > loss_1: 33.24460220336914 (33.24739611914398) | > grad_norm_1: tensor(290.4136, device='cuda:0') (tensor(174.2766, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3849 (0.3547334146062168) | > loader_time: 0.0037 (0.0036561664091337713)  --> TIME: 2024-06-10 21:39:43 -- STEP: 134/330 -- GLOBAL_STEP: 138625 | > loss_disc: 2.363842010498047 (2.2907715644409405) | > loss_disc_real_0: 0.13702711462974548 (0.11436860124344256) | > loss_disc_real_1: 0.1750713735818863 (0.2047294344919831) | > loss_disc_real_2: 0.23104362189769745 (0.2124508023262024) | > loss_disc_real_3: 0.24092449247837067 (0.22359985213226347) | > loss_disc_real_4: 0.217401385307312 (0.21768037129693957) | > loss_disc_real_5: 0.17946626245975494 (0.21193862684182266) | > loss_0: 2.363842010498047 (2.2907715644409405) | > grad_norm_0: tensor(26.9787, device='cuda:0') (tensor(14.2685, device='cuda:0')) | > loss_gen: 2.680453300476074 (2.589775982187755) | > loss_kl: 1.7820998430252075 (1.709612370426975) | > loss_feat: 8.51588249206543 (7.3100833928407125) | > loss_mel: 20.541645050048828 (19.587598587149998) | > loss_duration: 2.081698417663574 (2.0786815152239444) | > loss_1: 35.60177993774414 (33.27575185405673) | > grad_norm_1: tensor(250.6801, device='cuda:0') (tensor(178.9569, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3682 (0.35897175589604163) | > loader_time: 0.004 (0.003793180878482648)  --> TIME: 2024-06-10 21:39:52 -- STEP: 159/330 -- GLOBAL_STEP: 138650 | > loss_disc: 2.247380018234253 (2.2896994089930307) | > loss_disc_real_0: 0.07079063355922699 (0.11282945098648281) | > loss_disc_real_1: 0.23066507279872894 (0.2040904737868399) | > loss_disc_real_2: 0.2608874440193176 (0.21304140010344907) | > loss_disc_real_3: 0.19288915395736694 (0.22353527765229064) | > loss_disc_real_4: 0.19275876879692078 (0.2178793439887604) | > loss_disc_real_5: 0.18944309651851654 (0.21164580598567267) | > loss_0: 2.247380018234253 (2.2896994089930307) | > grad_norm_0: tensor(16.0820, device='cuda:0') (tensor(15.7527, device='cuda:0')) | > loss_gen: 2.744359016418457 (2.594445209083318) | > loss_kl: 1.8043429851531982 (1.7053746172467117) | > loss_feat: 7.350264549255371 (7.333377754163442) | > loss_mel: 18.713510513305664 (19.577214570915167) | > loss_duration: 2.07124662399292 (2.0796228234872887) | > loss_1: 32.68372344970703 (33.29003495990103) | > grad_norm_1: tensor(339.2956, device='cuda:0') (tensor(195.3866, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3689 (0.36054765203463957) | > loader_time: 0.0041 (0.0038965288198219154)  --> TIME: 2024-06-10 21:40:02 -- STEP: 184/330 -- GLOBAL_STEP: 138675 | > loss_disc: 2.160184860229492 (2.284772208203439) | > loss_disc_real_0: 0.10970252007246017 (0.11165208262188928) | > loss_disc_real_1: 0.17432019114494324 (0.20297846724481686) | > loss_disc_real_2: 0.18927276134490967 (0.2137655668446551) | > loss_disc_real_3: 0.22054091095924377 (0.22343805237956668) | > loss_disc_real_4: 0.21397456526756287 (0.2166392775657384) | > loss_disc_real_5: 0.24370206892490387 (0.211147743317744) | > loss_0: 2.160184860229492 (2.284772208203439) | > grad_norm_0: tensor(32.6001, device='cuda:0') (tensor(16.7226, device='cuda:0')) | > loss_gen: 2.8137593269348145 (2.601297755604206) | > loss_kl: 1.6695232391357422 (1.7019362255283024) | > loss_feat: 7.98259973526001 (7.3574017960092295) | > loss_mel: 19.510774612426758 (19.5603001428687) | > loss_duration: 2.097409725189209 (2.083995683037718) | > loss_1: 34.074066162109375 (33.30493159916087) | > grad_norm_1: tensor(252.8600, device='cuda:0') (tensor(208.3366, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.3697 (0.3626888757166656) | > loader_time: 0.0046 (0.0039847208105999515)  --> TIME: 2024-06-10 21:40:12 -- STEP: 209/330 -- GLOBAL_STEP: 138700 | > loss_disc: 2.378309726715088 (2.2869290062114924) | > loss_disc_real_0: 0.13678745925426483 (0.11193324869685767) | > loss_disc_real_1: 0.21785400807857513 (0.20276481704563615) | > loss_disc_real_2: 0.20080044865608215 (0.2141770358290969) | > loss_disc_real_3: 0.24470865726470947 (0.22378222794053657) | > loss_disc_real_4: 0.23746293783187866 (0.21776642753747089) | > loss_disc_real_5: 0.23086415231227875 (0.2113975096832622) | > loss_0: 2.378309726715088 (2.2869290062114924) | > grad_norm_0: tensor(30.9409, device='cuda:0') (tensor(17.9758, device='cuda:0')) | > loss_gen: 2.5027756690979004 (2.599548483579354) | > loss_kl: 1.7834025621414185 (1.7022641041632474) | > loss_feat: 7.073428630828857 (7.3632929473402395) | > loss_mel: 18.636524200439453 (19.53473065572492) | > loss_duration: 2.1435813903808594 (2.0896866013558855) | > loss_1: 32.13970947265625 (33.289522773341105) | > grad_norm_1: tensor(283.2108, device='cuda:0') (tensor(217.6189, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.4015 (0.36662149201169547) | > loader_time: 0.0051 (0.004097344202288031)  --> TIME: 2024-06-10 21:40:22 -- STEP: 234/330 -- GLOBAL_STEP: 138725 | > loss_disc: 2.39231014251709 (2.2824778852299716) | > loss_disc_real_0: 0.1532270610332489 (0.11203378456461634) | > loss_disc_real_1: 0.19508104026317596 (0.2023381940447367) | > loss_disc_real_2: 0.23035873472690582 (0.21409169539936587) | > loss_disc_real_3: 0.2350548803806305 (0.22287165609180418) | > loss_disc_real_4: 0.20409154891967773 (0.21736700259722194) | > loss_disc_real_5: 0.20061138272285461 (0.21091171188486946) | > loss_0: 2.39231014251709 (2.2824778852299716) | > grad_norm_0: tensor(53.6286, device='cuda:0') (tensor(18.8141, device='cuda:0')) | > loss_gen: 2.56673526763916 (2.6018992224310207) | > loss_kl: 1.6949554681777954 (1.7029716459094968) | > loss_feat: 6.9322028160095215 (7.3739815390008125) | > loss_mel: 19.538726806640625 (19.496807872739613) | > loss_duration: 2.1590023040771484 (2.09651433606433) | > loss_1: 32.891624450683594 (33.27217463957954) | > grad_norm_1: tensor(437.5151, device='cuda:0') (tensor(228.3647, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.4164 (0.3707087121458136) | > loader_time: 0.0055 (0.004215851808205628)  --> TIME: 2024-06-10 21:40:33 -- STEP: 259/330 -- GLOBAL_STEP: 138750 | > loss_disc: 2.3171582221984863 (2.2795098766857107) | > loss_disc_real_0: 0.2382805496454239 (0.11269603665328394) | > loss_disc_real_1: 0.17832444608211517 (0.20229411303536773) | > loss_disc_real_2: 0.2248169332742691 (0.21365352567558582) | > loss_disc_real_3: 0.21889673173427582 (0.2228203083327378) | > loss_disc_real_4: 0.2315026819705963 (0.21736074799966626) | > loss_disc_real_5: 0.20003332197666168 (0.2105694177298012) | > loss_0: 2.3171582221984863 (2.2795098766857107) | > grad_norm_0: tensor(63.2447, device='cuda:0') (tensor(20.4771, device='cuda:0')) | > loss_gen: 2.909435987472534 (2.6109717352509967) | > loss_kl: 1.725786566734314 (1.6989430603373465) | > loss_feat: 7.994227886199951 (7.414544676261519) | > loss_mel: 19.929866790771484 (19.487294024021928) | > loss_duration: 2.1905086040496826 (2.10238207905449) | > loss_1: 34.74982833862305 (33.31413562141325) | > grad_norm_1: tensor(440.5970, device='cuda:0') (tensor(240.5252, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.4231 (0.37592336109706337) | > loader_time: 0.0062 (0.004370301846831921)  --> TIME: 2024-06-10 21:40:44 -- STEP: 284/330 -- GLOBAL_STEP: 138775 | > loss_disc: 2.2051570415496826 (2.27668435724688) | > loss_disc_real_0: 0.0876801609992981 (0.11199562002340673) | > loss_disc_real_1: 0.25230562686920166 (0.20251295495201166) | > loss_disc_real_2: 0.2496122419834137 (0.2135782467962151) | > loss_disc_real_3: 0.19773535430431366 (0.2222225850736591) | > loss_disc_real_4: 0.18794041872024536 (0.2167544336596005) | > loss_disc_real_5: 0.18359513580799103 (0.21042147095144634) | > loss_0: 2.2051570415496826 (2.27668435724688) | > grad_norm_0: tensor(8.1422, device='cuda:0') (tensor(21.7571, device='cuda:0')) | > loss_gen: 2.771925449371338 (2.6172280487879904) | > loss_kl: 1.7200123071670532 (1.698141207997228) | > loss_feat: 7.148360252380371 (7.446324586868286) | > loss_mel: 18.965431213378906 (19.43690346328306) | > loss_duration: 2.179093837738037 (2.1100372705661083) | > loss_1: 32.78482437133789 (33.30863460352719) | > grad_norm_1: tensor(429.1213, device='cuda:0') (tensor(255.0252, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.4573 (0.3822078033232353) | > loader_time: 0.0071 (0.00452690477102575)  --> TIME: 2024-06-10 21:40:57 -- STEP: 309/330 -- GLOBAL_STEP: 138800 | > loss_disc: 2.217111587524414 (2.277437362084495) | > loss_disc_real_0: 0.15056592226028442 (0.11285199244238413) | > loss_disc_real_1: 0.26402512192726135 (0.2029986506430463) | > loss_disc_real_2: 0.20520339906215668 (0.21323589025770576) | > loss_disc_real_3: 0.20170970261096954 (0.22258279624494534) | > loss_disc_real_4: 0.16936370730400085 (0.2167169447855656) | > loss_disc_real_5: 0.17755237221717834 (0.2109498164125245) | > loss_0: 2.217111587524414 (2.277437362084495) | > grad_norm_0: tensor(54.3991, device='cuda:0') (tensor(23.6048, device='cuda:0')) | > loss_gen: 2.661487102508545 (2.6220489551334314) | > loss_kl: 1.6824524402618408 (1.7012234521143645) | > loss_feat: 7.600582122802734 (7.481252934168843) | > loss_mel: 19.15548324584961 (19.416495955877707) | > loss_duration: 2.284506320953369 (2.1204513832203395) | > loss_1: 33.38451385498047 (33.34147273066743) | > grad_norm_1: tensor(327.6605, device='cuda:0') (tensor(271.2415, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.5053 (0.3899319465106358) | > loader_time: 0.0077 (0.0047188175534739075)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5165293216705322 (2.5165293216705322) | > loss_disc_real_0: 0.17541930079460144 (0.17541930079460144) | > loss_disc_real_1: 0.2444610297679901 (0.2444610297679901) | > loss_disc_real_2: 0.29434818029403687 (0.29434818029403687) | > loss_disc_real_3: 0.2869662940502167 (0.2869662940502167) | > loss_disc_real_4: 0.25231561064720154 (0.25231561064720154) | > loss_disc_real_5: 0.21802419424057007 (0.21802419424057007) | > loss_0: 2.5165293216705322 (2.5165293216705322) | > loss_gen: 2.6482338905334473 (2.6482338905334473) | > loss_kl: 1.9445470571517944 (1.9445470571517944) | > loss_feat: 7.702013969421387 (7.702013969421387) | > loss_mel: 18.95220947265625 (18.95220947265625) | > loss_duration: 2.857154607772827 (2.857154607772827) | > loss_1: 34.104156494140625 (34.104156494140625)  --> STEP: 1 | > loss_disc: 2.255608081817627 (2.255608081817627) | > loss_disc_real_0: 0.09225328266620636 (0.09225328266620636) | > loss_disc_real_1: 0.24559777975082397 (0.24559777975082397) | > loss_disc_real_2: 0.15491265058517456 (0.15491265058517456) | > loss_disc_real_3: 0.22101852297782898 (0.22101852297782898) | > loss_disc_real_4: 0.20125412940979004 (0.20125412940979004) | > loss_disc_real_5: 0.22668224573135376 (0.22668224573135376) | > loss_0: 2.255608081817627 (2.255608081817627) | > loss_gen: 2.562851667404175 (2.562851667404175) | > loss_kl: 1.6881591081619263 (1.6881591081619263) | > loss_feat: 6.135786056518555 (6.135786056518555) | > loss_mel: 18.1903076171875 (18.1903076171875) | > loss_duration: 2.3533382415771484 (2.3533382415771484) | > loss_1: 30.93044090270996 (30.93044090270996)  --> STEP: 2 | > loss_disc: 2.3876540660858154 (2.321631073951721) | > loss_disc_real_0: 0.0770183652639389 (0.08463582396507263) | > loss_disc_real_1: 0.17985384166240692 (0.21272581070661545) | > loss_disc_real_2: 0.21627452969551086 (0.1855935901403427) | > loss_disc_real_3: 0.284376323223114 (0.2526974231004715) | > loss_disc_real_4: 0.3295118808746338 (0.2653830051422119) | > loss_disc_real_5: 0.25869613885879517 (0.24268919229507446) | > loss_0: 2.3876540660858154 (2.321631073951721) | > loss_gen: 2.4706332683563232 (2.516742467880249) | > loss_kl: 2.5212557315826416 (2.104707419872284) | > loss_feat: 6.089806079864502 (6.112796068191528) | > loss_mel: 21.03975486755371 (19.615031242370605) | > loss_duration: 2.298429012298584 (2.325883626937866) | > loss_1: 34.41987991333008 (32.67516040802002)  --> STEP: 3 | > loss_disc: 2.0557057857513428 (2.2329893112182617) | > loss_disc_real_0: 0.06449835002422333 (0.07792333265145619) | > loss_disc_real_1: 0.26663121581077576 (0.23069427907466888) | > loss_disc_real_2: 0.2566683292388916 (0.209285169839859) | > loss_disc_real_3: 0.1585616022348404 (0.22131881614526114) | > loss_disc_real_4: 0.17080500721931458 (0.23385700583457947) | > loss_disc_real_5: 0.18516844511032104 (0.22351560990015665) | > loss_0: 2.0557057857513428 (2.2329893112182617) | > loss_gen: 2.716951847076416 (2.5834789276123047) | > loss_kl: 2.0222573280334473 (2.077224055926005) | > loss_feat: 7.565023422241211 (6.596871852874756) | > loss_mel: 21.99906349182129 (20.409708658854168) | > loss_duration: 2.1776657104492188 (2.276477654774984) | > loss_1: 36.480960845947266 (33.943760553995766)  --> STEP: 4 | > loss_disc: 1.8594006299972534 (2.1395921409130096) | > loss_disc_real_0: 0.09439555555582047 (0.08204138837754726) | > loss_disc_real_1: 0.2019204944372177 (0.2235008329153061) | > loss_disc_real_2: 0.24023163318634033 (0.21702178567647934) | > loss_disc_real_3: 0.12907063961029053 (0.19825677201151848) | > loss_disc_real_4: 0.1225917860865593 (0.20604070089757442) | > loss_disc_real_5: 0.07675229758024216 (0.18682478182017803) | > loss_0: 1.8594006299972534 (2.1395921409130096) | > loss_gen: 2.8965847492218018 (2.661755383014679) | > loss_kl: 3.021031618118286 (2.3131759464740753) | > loss_feat: 11.867084503173828 (7.914425015449524) | > loss_mel: 20.462739944458008 (20.422966480255127) | > loss_duration: 2.21981143951416 (2.262311100959778) | > loss_1: 40.46725082397461 (35.57463312149048)  --> STEP: 5 | > loss_disc: 2.327378034591675 (2.1771493196487426) | > loss_disc_real_0: 0.10565445572137833 (0.08676400184631347) | > loss_disc_real_1: 0.32576537132263184 (0.24395374059677125) | > loss_disc_real_2: 0.15291298925876617 (0.20420002639293672) | > loss_disc_real_3: 0.20810627937316895 (0.20022667348384857) | > loss_disc_real_4: 0.21252503991127014 (0.20733756870031356) | > loss_disc_real_5: 0.20234128832817078 (0.1899280831217766) | > loss_0: 2.327378034591675 (2.1771493196487426) | > loss_gen: 2.3426108360290527 (2.597926473617554) | > loss_kl: 2.1064321994781494 (2.2718271970748902) | > loss_feat: 5.443797588348389 (7.420299530029297) | > loss_mel: 19.54240608215332 (20.246854400634767) | > loss_duration: 2.3825035095214844 (2.286349582672119) | > loss_1: 31.817750930786133 (34.82325668334961)  --> STEP: 6 | > loss_disc: 2.314206600189209 (2.1999921997388205) | > loss_disc_real_0: 0.07794459164142609 (0.08529410014549892) | > loss_disc_real_1: 0.15884354710578918 (0.22976870834827423) | > loss_disc_real_2: 0.15540343523025513 (0.19606726119915643) | > loss_disc_real_3: 0.20049138367176056 (0.20027079184850058) | > loss_disc_real_4: 0.1927470713853836 (0.20490581914782524) | > loss_disc_real_5: 0.19009651243686676 (0.1899561546742916) | > loss_0: 2.314206600189209 (2.1999921997388205) | > loss_gen: 2.1644668579101562 (2.5256832043329873) | > loss_kl: 2.2609920501708984 (2.2700213392575583) | > loss_feat: 6.483746528625488 (7.264207363128662) | > loss_mel: 20.88331413269043 (20.352931022644043) | > loss_duration: 2.0774691104888916 (2.251536170641581) | > loss_1: 33.86998748779297 (34.66437848409017)  --> STEP: 7 | > loss_disc: 2.3913745880126953 (2.2273325409208025) | > loss_disc_real_0: 0.059511058032512665 (0.0816108084150723) | > loss_disc_real_1: 0.2790340781211853 (0.23680661831583297) | > loss_disc_real_2: 0.26198887825012207 (0.2054846350635801) | > loss_disc_real_3: 0.2269635647535324 (0.20408404512064798) | > loss_disc_real_4: 0.22373460233211517 (0.20759564531700953) | > loss_disc_real_5: 0.23679430782794952 (0.19664731941052846) | > loss_0: 2.3913745880126953 (2.2273325409208025) | > loss_gen: 2.402423620223999 (2.5080746923174178) | > loss_kl: 3.300995111465454 (2.417303306715829) | > loss_feat: 6.7616143226623535 (7.192408357347761) | > loss_mel: 17.808612823486328 (19.989456994192942) | > loss_duration: 2.422478675842285 (2.275956528527396) | > loss_1: 32.69612503051758 (34.38319941929409)  --> STEP: 8 | > loss_disc: 2.358556032180786 (2.2437354773283005) | > loss_disc_real_0: 0.11091826856136322 (0.08527424093335867) | > loss_disc_real_1: 0.2320706844329834 (0.23621462658047676) | > loss_disc_real_2: 0.1838022917509079 (0.20277434214949608) | > loss_disc_real_3: 0.16395357251167297 (0.1990677360445261) | > loss_disc_real_4: 0.2400451898574829 (0.2116518383845687) | > loss_disc_real_5: 0.2066039741039276 (0.19789190124720335) | > loss_0: 2.358556032180786 (2.2437354773283005) | > loss_gen: 2.4068491458892822 (2.4954214990139008) | > loss_kl: 2.3358848094940186 (2.4071259945631027) | > loss_feat: 7.572451591491699 (7.239913761615753) | > loss_mel: 18.982175827026367 (19.86354684829712) | > loss_duration: 2.1497042179107666 (2.2601749897003174) | > loss_1: 33.44706726074219 (34.2661828994751)  --> STEP: 9 | > loss_disc: 2.1812617778778076 (2.2367939551671348) | > loss_disc_real_0: 0.10919060558080673 (0.08793161478307512) | > loss_disc_real_1: 0.2589448392391205 (0.2387402057647705) | > loss_disc_real_2: 0.24696867167949677 (0.20768482320838505) | > loss_disc_real_3: 0.2240278720855713 (0.2018410844935311) | > loss_disc_real_4: 0.19903571903705597 (0.21025004734595618) | > loss_disc_real_5: 0.1822470873594284 (0.19615358859300613) | > loss_0: 2.1812617778778076 (2.2367939551671348) | > loss_gen: 2.551532745361328 (2.501656081941393) | > loss_kl: 2.138667106628418 (2.3772972292370267) | > loss_feat: 8.241205215454102 (7.351168367597792) | > loss_mel: 19.18320655822754 (19.787953482733833) | > loss_duration: 2.0989553928375244 (2.242261701160007) | > loss_1: 34.21356964111328 (34.26033698187934)  --> STEP: 10 | > loss_disc: 2.3337063789367676 (2.246485197544098) | > loss_disc_real_0: 0.07406915724277496 (0.08654536902904511) | > loss_disc_real_1: 0.2048366665840149 (0.23534985184669494) | > loss_disc_real_2: 0.24829499423503876 (0.21174584031105043) | > loss_disc_real_3: 0.26276758313179016 (0.20793373435735701) | > loss_disc_real_4: 0.2670126259326935 (0.2159263052046299) | > loss_disc_real_5: 0.3034861087799072 (0.20688684061169624) | > loss_0: 2.3337063789367676 (2.246485197544098) | > loss_gen: 2.623521089553833 (2.5138425827026367) | > loss_kl: 2.072967290878296 (2.3468642354011537) | > loss_feat: 6.2301344871521 (7.2390649795532225) | > loss_mel: 20.015064239501953 (19.810664558410643) | > loss_duration: 2.228741407394409 (2.2409096717834474) | > loss_1: 33.17042922973633 (34.15134620666504)  --> STEP: 11 | > loss_disc: 2.3435614109039307 (2.255310307849537) | > loss_disc_real_0: 0.10684800148010254 (0.08839106288823215) | > loss_disc_real_1: 0.22553765773773193 (0.23445783420042557) | > loss_disc_real_2: 0.16217964887619019 (0.20723982290788132) | > loss_disc_real_3: 0.19688448309898376 (0.20692925697023218) | > loss_disc_real_4: 0.260604590177536 (0.2199879674748941) | > loss_disc_real_5: 0.18392226099967957 (0.20479915155605835) | > loss_0: 2.3435614109039307 (2.255310307849537) | > loss_gen: 2.2037081718444824 (2.4856485453518955) | > loss_kl: 2.5002427101135254 (2.3608077331022783) | > loss_feat: 7.813113689422607 (7.291251225904985) | > loss_mel: 19.91924285888672 (19.82053531299938) | > loss_duration: 2.347055673599243 (2.250559308312156) | > loss_1: 34.783363342285156 (34.208802309903234)  --> STEP: 12 | > loss_disc: 2.0527915954589844 (2.238433748483658) | > loss_disc_real_0: 0.09340962767601013 (0.08880927662054698) | > loss_disc_real_1: 0.2531049847602844 (0.23601176341374716) | > loss_disc_real_2: 0.15200577676296234 (0.20263698572913805) | > loss_disc_real_3: 0.23681701719760895 (0.20941990365584692) | > loss_disc_real_4: 0.1965802013874054 (0.2180373203009367) | > loss_disc_real_5: 0.17568762600421906 (0.2023731910934051) | > loss_0: 2.0527915954589844 (2.238433748483658) | > loss_gen: 2.8319904804229736 (2.514510373274485) | > loss_kl: 1.491398572921753 (2.288356969753901) | > loss_feat: 7.704998016357422 (7.325730125109355) | > loss_mel: 21.566041946411133 (19.965994199117024) | > loss_duration: 2.203831195831299 (2.2466652989387508) | > loss_1: 35.79825973510742 (34.341257095336914)  --> STEP: 13 | > loss_disc: 2.597081184387207 (2.266022012783931) | > loss_disc_real_0: 0.05210889130830765 (0.08598617005806702) | > loss_disc_real_1: 0.3129672706127167 (0.2419314178136679) | > loss_disc_real_2: 0.13260015845298767 (0.19724953747712648) | > loss_disc_real_3: 0.24800604581832886 (0.2123880684375763) | > loss_disc_real_4: 0.28063851594924927 (0.22285279688926843) | > loss_disc_real_5: 0.26068106293678284 (0.20685841200443414) | > loss_0: 2.597081184387207 (2.266022012783931) | > loss_gen: 2.078493118286133 (2.4809705844292274) | > loss_kl: 2.254039764404297 (2.2857171847270084) | > loss_feat: 6.415085792541504 (7.255680561065674) | > loss_mel: 17.410865783691406 (19.7694458594689) | > loss_duration: 2.0936496257781982 (2.2348948625417853) | > loss_1: 30.252132415771484 (34.02670904306265)  --> STEP: 14 | > loss_disc: 2.3664073944091797 (2.2731923971857344) | > loss_disc_real_0: 0.22788310050964355 (0.0961216650903225) | > loss_disc_real_1: 0.17030522227287292 (0.2368152609893254) | > loss_disc_real_2: 0.20635688304901123 (0.19790006216083253) | > loss_disc_real_3: 0.20226161181926727 (0.21166475010769709) | > loss_disc_real_4: 0.253518283367157 (0.2250431887805462) | > loss_disc_real_5: 0.21788090467453003 (0.207645732909441) | > loss_0: 2.3664073944091797 (2.2731923971857344) | > loss_gen: 2.493842124938965 (2.481889980179923) | > loss_kl: 2.84702205657959 (2.3258103898593356) | > loss_feat: 7.550721168518066 (7.276754890169416) | > loss_mel: 22.216907501220703 (19.944264548165457) | > loss_duration: 2.3273580074310303 (2.2414993728910173) | > loss_1: 37.43585205078125 (34.27021925789969)  --> STEP: 15 | > loss_disc: 1.9573159217834473 (2.2521339654922485) | > loss_disc_real_0: 0.07218320667743683 (0.09452576786279679) | > loss_disc_real_1: 0.21173284947872162 (0.2351431002219518) | > loss_disc_real_2: 0.18000753223896027 (0.19670722683270772) | > loss_disc_real_3: 0.14261099696159363 (0.2070611665646235) | > loss_disc_real_4: 0.17277203500270844 (0.221558445195357) | > loss_disc_real_5: 0.1198255643248558 (0.20179105500380198) | > loss_0: 1.9573159217834473 (2.2521339654922485) | > loss_gen: 2.4572250843048096 (2.480245653788249) | > loss_kl: 2.6620938777923584 (2.3482292890548706) | > loss_feat: 9.933634757995605 (7.4538802146911625) | > loss_mel: 20.737363815307617 (19.997137832641602) | > loss_duration: 2.262389898300171 (2.2428920745849608) | > loss_1: 38.05270767211914 (34.52238515218099)  --> STEP: 16 | > loss_disc: 2.2422244548797607 (2.251514621078968) | > loss_disc_real_0: 0.10273466259241104 (0.09503882378339767) | > loss_disc_real_1: 0.2235838621854782 (0.2344206478446722) | > loss_disc_real_2: 0.2907770276069641 (0.20258658938109875) | > loss_disc_real_3: 0.22067131102085114 (0.20791180059313774) | > loss_disc_real_4: 0.22638148069381714 (0.22185988491401076) | > loss_disc_real_5: 0.2306719571352005 (0.2035961113870144) | > loss_0: 2.2422244548797607 (2.251514621078968) | > loss_gen: 2.918611526489258 (2.5076435208320618) | > loss_kl: 2.1191859245300293 (2.333914078772068) | > loss_feat: 7.972883224487305 (7.486317902803421) | > loss_mel: 18.36810874938965 (19.895323514938354) | > loss_duration: 2.333163261413574 (2.2485340237617493) | > loss_1: 33.711952209472656 (34.47173309326172)  --> STEP: 17 | > loss_disc: 2.1174662113189697 (2.2436294205048504) | > loss_disc_real_0: 0.093145951628685 (0.09492747836253222) | > loss_disc_real_1: 0.22278229892253876 (0.2337360390845467) | > loss_disc_real_2: 0.1895996630191803 (0.20182265253628) | > loss_disc_real_3: 0.20996129512786865 (0.20803235909518072) | > loss_disc_real_4: 0.15792496502399445 (0.21809900727342157) | > loss_disc_real_5: 0.13597190380096436 (0.19961821682312908) | > loss_0: 2.1174662113189697 (2.2436294205048504) | > loss_gen: 2.6615991592407227 (2.5166997348561004) | > loss_kl: 2.0021958351135254 (2.3144012409098007) | > loss_feat: 7.144583225250244 (7.466215862947352) | > loss_mel: 18.41360092163086 (19.808163362390854) | > loss_duration: 2.3425681591033936 (2.2540654434877285) | > loss_1: 32.564544677734375 (34.35954553940717)  --> STEP: 18 | > loss_disc: 2.173537015914917 (2.2397353980276318) | > loss_disc_real_0: 0.10605591535568237 (0.09554572486215168) | > loss_disc_real_1: 0.16746988892555237 (0.2300545862979359) | > loss_disc_real_2: 0.1427077203989029 (0.19853848963975906) | > loss_disc_real_3: 0.15527640283107758 (0.2051014726360639) | > loss_disc_real_4: 0.12941107153892517 (0.21317189973261622) | > loss_disc_real_5: 0.1401921957731247 (0.19631677120923996) | > loss_0: 2.173537015914917 (2.2397353980276318) | > loss_gen: 2.185213804244995 (2.4982838498221502) | > loss_kl: 2.619520902633667 (2.3313523332277932) | > loss_feat: 9.570712089538574 (7.583132319980198) | > loss_mel: 19.1193904876709 (19.76989820268419) | > loss_duration: 2.1601743698120117 (2.2488492727279663) | > loss_1: 35.65501403808594 (34.43151601155599)  --> STEP: 19 | > loss_disc: 2.4312562942504883 (2.249815445197256) | > loss_disc_real_0: 0.12266930937767029 (0.09697328194191582) | > loss_disc_real_1: 0.2813766300678253 (0.23275574649635114) | > loss_disc_real_2: 0.21931970119476318 (0.19963223761633822) | > loss_disc_real_3: 0.2081029713153839 (0.20525944625076495) | > loss_disc_real_4: 0.2443891018629074 (0.2148149103710526) | > loss_disc_real_5: 0.2387709766626358 (0.19855120307520815) | > loss_0: 2.4312562942504883 (2.249815445197256) | > loss_gen: 2.421067953109741 (2.4942198552583394) | > loss_kl: 2.013737916946411 (2.3146357850024573) | > loss_feat: 6.577891826629639 (7.530224925593326) | > loss_mel: 18.483455657958984 (19.70219070033023) | > loss_duration: 2.2576088905334473 (2.249310305244044) | > loss_1: 31.753761291503906 (34.29058155260588)  --> STEP: 20 | > loss_disc: 2.0061607360839844 (2.2376327097415922) | > loss_disc_real_0: 0.044778838753700256 (0.09436355978250503) | > loss_disc_real_1: 0.13709066808223724 (0.22797249257564545) | > loss_disc_real_2: 0.20238740742206573 (0.1997699961066246) | > loss_disc_real_3: 0.20151041448116302 (0.20507199466228485) | > loss_disc_real_4: 0.18143624067306519 (0.21314597688615322) | > loss_disc_real_5: 0.19533021748065948 (0.19839015379548072) | > loss_0: 2.0061607360839844 (2.2376327097415922) | > loss_gen: 2.663334369659424 (2.5026755809783934) | > loss_kl: 1.76725435256958 (2.2872667133808133) | > loss_feat: 8.462111473083496 (7.576819252967835) | > loss_mel: 20.89026641845703 (19.76159448623657) | > loss_duration: 2.3289198875427246 (2.2532907843589784) | > loss_1: 36.11188507080078 (34.381646728515626)  --> STEP: 21 | > loss_disc: 2.1746840476989746 (2.2346351544062295) | > loss_disc_real_0: 0.08904561400413513 (0.09411032426924933) | > loss_disc_real_1: 0.17438505589962006 (0.22542070987678708) | > loss_disc_real_2: 0.1662413775920868 (0.19817339522497995) | > loss_disc_real_3: 0.1879744529724121 (0.20425782601038614) | > loss_disc_real_4: 0.2519283890724182 (0.2149927584188325) | > loss_disc_real_5: 0.23468124866485596 (0.20011830117021287) | > loss_0: 2.1746840476989746 (2.2346351544062295) | > loss_gen: 2.381321430206299 (2.496896811894008) | > loss_kl: 2.1917834281921387 (2.282719890276591) | > loss_feat: 6.462881088256836 (7.523774578457787) | > loss_mel: 20.36971092224121 (19.790552411760604) | > loss_duration: 2.134773015975952 (2.247647081102644) | > loss_1: 33.540470123291016 (34.3415906996954)  --> STEP: 22 | > loss_disc: 2.5532145500183105 (2.2491160360249607) | > loss_disc_real_0: 0.07662448287010193 (0.0933155132965608) | > loss_disc_real_1: 0.37925949692726135 (0.232413382015445) | > loss_disc_real_2: 0.233084037899971 (0.19976024261929773) | > loss_disc_real_3: 0.25469639897346497 (0.20655048841779883) | > loss_disc_real_4: 0.29193294048309326 (0.21849003942175346) | > loss_disc_real_5: 0.30037084221839905 (0.20467523485422134) | > loss_0: 2.5532145500183105 (2.2491160360249607) | > loss_gen: 2.473763942718506 (2.495845317840576) | > loss_kl: 1.7756810188293457 (2.2596726688471707) | > loss_feat: 4.540253639221191 (7.388159990310669) | > loss_mel: 15.763925552368164 (19.60752391815186) | > loss_duration: 2.1122236251831055 (2.241491469469938) | > loss_1: 26.665847778320312 (33.99269329417835)  --> STEP: 23 | > loss_disc: 2.4436452388763428 (2.2575738274532817) | > loss_disc_real_0: 0.1723143458366394 (0.09675024514612944) | > loss_disc_real_1: 0.2769606113433838 (0.2343502180731815) | > loss_disc_real_2: 0.2227276861667633 (0.20075882712136145) | > loss_disc_real_3: 0.2164563536643982 (0.20698117821112924) | > loss_disc_real_4: 0.2110985964536667 (0.21816867233618445) | > loss_disc_real_5: 0.17172284424304962 (0.203242522218953) | > loss_0: 2.4436452388763428 (2.2575738274532817) | > loss_gen: 2.4846837520599365 (2.4953600323718526) | > loss_kl: 2.481289863586426 (2.269308199053225) | > loss_feat: 5.513803482055664 (7.30666622908219) | > loss_mel: 16.633758544921875 (19.478229771489683) | > loss_duration: 2.2908248901367188 (2.2436364008032763) | > loss_1: 29.404361724853516 (33.79320061725118)  --> STEP: 24 | > loss_disc: 2.4509735107421875 (2.265632147590319) | > loss_disc_real_0: 0.09120769798755646 (0.0965193056811889) | > loss_disc_real_1: 0.3079076111316681 (0.23741510945061842) | > loss_disc_real_2: 0.24232442677021027 (0.20249072710673013) | > loss_disc_real_3: 0.2617088556289673 (0.20926149810353914) | > loss_disc_real_4: 0.2719866931438446 (0.22041108986983696) | > loss_disc_real_5: 0.2665870487689972 (0.2058818774918715) | > loss_0: 2.4509735107421875 (2.265632147590319) | > loss_gen: 2.4328439235687256 (2.492755194505056) | > loss_kl: 2.79240083694458 (2.2911037256320315) | > loss_feat: 5.48307991027832 (7.230683465798696) | > loss_mel: 15.800132751464844 (19.324975728988647) | > loss_duration: 2.45279598236084 (2.252351383368175) | > loss_1: 28.961254119873047 (33.59186951319376)  --> STEP: 25 | > loss_disc: 2.4414327144622803 (2.2726641702651977) | > loss_disc_real_0: 0.17663457989692688 (0.09972391664981842) | > loss_disc_real_1: 0.28873804211616516 (0.2394680267572403) | > loss_disc_real_2: 0.23362000286579132 (0.20373589813709259) | > loss_disc_real_3: 0.23845724761486053 (0.210429328083992) | > loss_disc_real_4: 0.25604140758514404 (0.22183630257844925) | > loss_disc_real_5: 0.2068060338497162 (0.2059188437461853) | > loss_0: 2.4414327144622803 (2.2726641702651977) | > loss_gen: 2.5390076637268066 (2.494605293273926) | > loss_kl: 2.1341800689697266 (2.2848267793655395) | > loss_feat: 7.961134910583496 (7.259901523590088) | > loss_mel: 17.54317855834961 (19.253703842163088) | > loss_duration: 2.3303306102752686 (2.2554705524444585) | > loss_1: 32.50783157348633 (33.54850799560546)  --> STEP: 26 | > loss_disc: 2.896881103515625 (2.2966725138517528) | > loss_disc_real_0: 0.10916448384523392 (0.10008701538810363) | > loss_disc_real_1: 0.18932773172855377 (0.2375395538715216) | > loss_disc_real_2: 0.09117473661899567 (0.19940662269408888) | > loss_disc_real_3: 0.13050879538059235 (0.20735546144155356) | > loss_disc_real_4: 0.13788633048534393 (0.2186074574979452) | > loss_disc_real_5: 0.18757985532283783 (0.205213498037595) | > loss_0: 2.896881103515625 (2.2966725138517528) | > loss_gen: 1.9630831480026245 (2.474162133840414) | > loss_kl: 1.7486984729766846 (2.2642064598890452) | > loss_feat: 17.004926681518555 (7.634710183510413) | > loss_mel: 21.32979965209961 (19.3335536810068) | > loss_duration: 2.270202398300171 (2.2560371619004473) | > loss_1: 44.31671142578125 (33.962669665996835) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023783261959369364 (-7.161727318397235e-06) | > avg_loss_disc: 2.2966725138517528 (-0.000320663818946354) | > avg_loss_disc_real_0: 0.10008701538810363 (-0.04510175694639865) | > avg_loss_disc_real_1: 0.2375395538715216 (+0.04036439353456864) | > avg_loss_disc_real_2: 0.19940662269408888 (-0.05367620919759458) | > avg_loss_disc_real_3: 0.20735546144155356 (-0.0834303544117855) | > avg_loss_disc_real_4: 0.2186074574979452 (+0.009291967806907803) | > avg_loss_disc_real_5: 0.205213498037595 (-0.09293911835322013) | > avg_loss_0: 2.2966725138517528 (-0.000320663818946354) | > avg_loss_gen: 2.474162133840414 (-0.3515107860931983) | > avg_loss_kl: 2.2642064598890452 (+0.08490425348281905) | > avg_loss_feat: 7.634710183510413 (+0.150426222727849) | > avg_loss_mel: 19.3335536810068 (-0.06828550192025773) | > avg_loss_duration: 2.2560371619004473 (-0.021013700045071637) | > avg_loss_1: 33.962669665996835 (-0.20547962188720703)  > EPOCH: 154/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:41:28)   --> TIME: 2024-06-10 21:41:30 -- STEP: 4/330 -- GLOBAL_STEP: 138825 | > loss_disc: 2.3220531940460205 (2.372182309627533) | > loss_disc_real_0: 0.08299914002418518 (0.10704202763736248) | > loss_disc_real_1: 0.21010272204875946 (0.22331299260258675) | > loss_disc_real_2: 0.19267991185188293 (0.22080056369304657) | > loss_disc_real_3: 0.207327201962471 (0.2353021837770939) | > loss_disc_real_4: 0.19998158514499664 (0.24437959119677544) | > loss_disc_real_5: 0.22691722214221954 (0.2377646043896675) | > loss_0: 2.3220531940460205 (2.372182309627533) | > grad_norm_0: tensor(6.1388, device='cuda:0') (tensor(7.1390, device='cuda:0')) | > loss_gen: 2.3710203170776367 (2.473215699195862) | > loss_kl: 1.67181396484375 (1.7289697527885437) | > loss_feat: 6.605618476867676 (6.5310176610946655) | > loss_mel: 19.471088409423828 (19.684459686279297) | > loss_duration: 2.3093528747558594 (2.3273611664772034) | > loss_1: 32.42889404296875 (32.745022773742676) | > grad_norm_1: tensor(88.0292, device='cuda:0') (tensor(66.9711, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3346 (0.33837252855300903) | > loader_time: 0.0028 (0.0028076767921447754)  --> TIME: 2024-06-10 21:41:39 -- STEP: 29/330 -- GLOBAL_STEP: 138850 | > loss_disc: 2.310244560241699 (2.3120388738040267) | > loss_disc_real_0: 0.09743660688400269 (0.11120431356388948) | > loss_disc_real_1: 0.19134920835494995 (0.20414628550924105) | > loss_disc_real_2: 0.20732060074806213 (0.22169846039393853) | > loss_disc_real_3: 0.2140694409608841 (0.2277731546040239) | > loss_disc_real_4: 0.20213265717029572 (0.22359454477655477) | > loss_disc_real_5: 0.22413897514343262 (0.2181069542621744) | > loss_0: 2.310244560241699 (2.3120388738040267) | > grad_norm_0: tensor(6.0337, device='cuda:0') (tensor(9.2690, device='cuda:0')) | > loss_gen: 2.4416723251342773 (2.5195954996964027) | > loss_kl: 1.7866791486740112 (1.7211235761642456) | > loss_feat: 7.2546868324279785 (7.000269330781082) | > loss_mel: 19.879785537719727 (19.58755782554889) | > loss_duration: 2.093183994293213 (2.1380295876798963) | > loss_1: 33.45600891113281 (32.96657595141182) | > grad_norm_1: tensor(114.0248, device='cuda:0') (tensor(95.7580, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3457 (0.34796039811496077) | > loader_time: 0.0033 (0.00328031901655526)  --> TIME: 2024-06-10 21:41:48 -- STEP: 54/330 -- GLOBAL_STEP: 138875 | > loss_disc: 2.206071376800537 (2.2892113129297895) | > loss_disc_real_0: 0.10265152156352997 (0.11191922412426383) | > loss_disc_real_1: 0.17761795222759247 (0.19953633017010158) | > loss_disc_real_2: 0.21521401405334473 (0.21742981865450184) | > loss_disc_real_3: 0.20143429934978485 (0.22545568313863543) | > loss_disc_real_4: 0.222596675157547 (0.22221813378510652) | > loss_disc_real_5: 0.19512519240379333 (0.21628410286373562) | > loss_0: 2.206071376800537 (2.2892113129297895) | > grad_norm_0: tensor(5.8410, device='cuda:0') (tensor(9.0960, device='cuda:0')) | > loss_gen: 2.6372032165527344 (2.543279859754773) | > loss_kl: 1.7224526405334473 (1.7325812931414004) | > loss_feat: 7.502364158630371 (7.162518836833812) | > loss_mel: 20.192867279052734 (19.570638868543828) | > loss_duration: 2.056001663208008 (2.099724396511361) | > loss_1: 34.11088562011719 (33.10874327906858) | > grad_norm_1: tensor(80.6154, device='cuda:0') (tensor(97.3462, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3475 (0.35014136632283527) | > loader_time: 0.0033 (0.003376797393516258)  --> TIME: 2024-06-10 21:41:57 -- STEP: 79/330 -- GLOBAL_STEP: 138900 | > loss_disc: 2.220179557800293 (2.2876106334638) | > loss_disc_real_0: 0.08232437074184418 (0.110781144586545) | > loss_disc_real_1: 0.2400761842727661 (0.19899767750426178) | > loss_disc_real_2: 0.20852144062519073 (0.21626998220063462) | > loss_disc_real_3: 0.23409974575042725 (0.225209578871727) | > loss_disc_real_4: 0.21576446294784546 (0.2214658875254136) | > loss_disc_real_5: 0.20237849652767181 (0.2154368733680701) | > loss_0: 2.220179557800293 (2.2876106334638) | > grad_norm_0: tensor(16.5440, device='cuda:0') (tensor(9.2168, device='cuda:0')) | > loss_gen: 2.696279287338257 (2.5478185973589924) | > loss_kl: 1.5232081413269043 (1.722285426115688) | > loss_feat: 7.440108299255371 (7.277437204047095) | > loss_mel: 19.068347930908203 (19.606874997102757) | > loss_duration: 2.032557487487793 (2.084950444064562) | > loss_1: 32.760501861572266 (33.23936672452131) | > grad_norm_1: tensor(312.5702, device='cuda:0') (tensor(109.3909, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3696 (0.35160999358454825) | > loader_time: 0.0035 (0.0034891895101040226)  --> TIME: 2024-06-10 21:42:06 -- STEP: 104/330 -- GLOBAL_STEP: 138925 | > loss_disc: 2.276216506958008 (2.2823381813672885) | > loss_disc_real_0: 0.14001525938510895 (0.11105356372606295) | > loss_disc_real_1: 0.16602371633052826 (0.1984595326850047) | > loss_disc_real_2: 0.2524341940879822 (0.21656960635804212) | > loss_disc_real_3: 0.25382107496261597 (0.22431723701839262) | > loss_disc_real_4: 0.2182682901620865 (0.22012867377354547) | > loss_disc_real_5: 0.2001713663339615 (0.21473178912240726) | > loss_0: 2.276216506958008 (2.2823381813672885) | > grad_norm_0: tensor(17.0809, device='cuda:0') (tensor(9.9516, device='cuda:0')) | > loss_gen: 2.51462721824646 (2.553226030789889) | > loss_kl: 1.908270239830017 (1.7215490352648954) | > loss_feat: 7.008105754852295 (7.2859531457607565) | > loss_mel: 19.52103614807129 (19.566195524655857) | > loss_duration: 2.098426342010498 (2.080479656274502) | > loss_1: 33.05046463012695 (33.20740340306211) | > grad_norm_1: tensor(416.8916, device='cuda:0') (tensor(134.4111, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3666 (0.35384184809831465) | > loader_time: 0.004 (0.003606268992790809)  --> TIME: 2024-06-10 21:42:16 -- STEP: 129/330 -- GLOBAL_STEP: 138950 | > loss_disc: 2.2758727073669434 (2.287437638571097) | > loss_disc_real_0: 0.08829259872436523 (0.11296214660008748) | > loss_disc_real_1: 0.1691291332244873 (0.1986944051676018) | > loss_disc_real_2: 0.1851939857006073 (0.21639665660932084) | > loss_disc_real_3: 0.25620749592781067 (0.22465223420497982) | > loss_disc_real_4: 0.23659104108810425 (0.2199044308459112) | > loss_disc_real_5: 0.22693872451782227 (0.21479264594787775) | > loss_0: 2.2758727073669434 (2.287437638571097) | > grad_norm_0: tensor(9.7241, device='cuda:0') (tensor(10.4462, device='cuda:0')) | > loss_gen: 2.5949320793151855 (2.5579302902369534) | > loss_kl: 1.5612564086914062 (1.7166667566743008) | > loss_feat: 7.480302810668945 (7.3180296106856) | > loss_mel: 19.580955505371094 (19.553386732589367) | > loss_duration: 2.0601415634155273 (2.0785982442456614) | > loss_1: 33.277587890625 (33.22461159284726) | > grad_norm_1: tensor(91.2020, device='cuda:0') (tensor(141.1103, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3729 (0.3582871015681776) | > loader_time: 0.0041 (0.003690120785735374)  --> TIME: 2024-06-10 21:42:25 -- STEP: 154/330 -- GLOBAL_STEP: 138975 | > loss_disc: 2.3180692195892334 (2.2873000587735866) | > loss_disc_real_0: 0.10687686502933502 (0.11370149830525572) | > loss_disc_real_1: 0.1558300107717514 (0.19810015592095134) | > loss_disc_real_2: 0.24050305783748627 (0.21626111178042054) | > loss_disc_real_3: 0.21729031205177307 (0.22421390272967226) | > loss_disc_real_4: 0.2214125096797943 (0.21908817537032166) | > loss_disc_real_5: 0.22117450833320618 (0.21484651561681326) | > loss_0: 2.3180692195892334 (2.2873000587735866) | > grad_norm_0: tensor(13.6433, device='cuda:0') (tensor(11.9781, device='cuda:0')) | > loss_gen: 2.543328285217285 (2.563316887075251) | > loss_kl: 1.7117359638214111 (1.705548883258523) | > loss_feat: 7.016005992889404 (7.34051057889864) | > loss_mel: 18.6923828125 (19.553910849930407) | > loss_duration: 2.0946004390716553 (2.0787887851913243) | > loss_1: 32.05805206298828 (33.242075944875765) | > grad_norm_1: tensor(130.6145, device='cuda:0') (tensor(166.0985, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3801 (0.3612771467729048) | > loader_time: 0.0037 (0.0037751553894637465)  --> TIME: 2024-06-10 21:42:35 -- STEP: 179/330 -- GLOBAL_STEP: 139000 | > loss_disc: 2.234962224960327 (2.280988444163147) | > loss_disc_real_0: 0.1058974638581276 (0.11261372005972782) | > loss_disc_real_1: 0.205020934343338 (0.19837143900674148) | > loss_disc_real_2: 0.23326295614242554 (0.21555623212340158) | > loss_disc_real_3: 0.21179665625095367 (0.22347091512973083) | > loss_disc_real_4: 0.24393334984779358 (0.21837164586482768) | > loss_disc_real_5: 0.22693075239658356 (0.21367185508738684) | > loss_0: 2.234962224960327 (2.280988444163147) | > grad_norm_0: tensor(18.9515, device='cuda:0') (tensor(13.5124, device='cuda:0')) | > loss_gen: 2.6913113594055176 (2.572504377897892) | > loss_kl: 1.6873457431793213 (1.7057568760557553) | > loss_feat: 7.924152851104736 (7.366954648960902) | > loss_mel: 19.597108840942383 (19.540805187971237) | > loss_duration: 2.126107692718506 (2.0830316437023297) | > loss_1: 34.026023864746094 (33.26905265467129) | > grad_norm_1: tensor(179.4945, device='cuda:0') (tensor(188.7552, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3969 (0.364201606984911) | > loader_time: 0.0043 (0.0038699784092397) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_139000.pth  --> TIME: 2024-06-10 21:42:50 -- STEP: 204/330 -- GLOBAL_STEP: 139025 | > loss_disc: 2.2397210597991943 (2.276317800961288) | > loss_disc_real_0: 0.12024025619029999 (0.1129208341167838) | > loss_disc_real_1: 0.22149617969989777 (0.19842512613418056) | > loss_disc_real_2: 0.21514426171779633 (0.21482805316062534) | > loss_disc_real_3: 0.2501749098300934 (0.22295548124056236) | > loss_disc_real_4: 0.2203821837902069 (0.2176567251775779) | > loss_disc_real_5: 0.19892185926437378 (0.21246000445064375) | > loss_0: 2.2397210597991943 (2.276317800961288) | > grad_norm_0: tensor(29.1161, device='cuda:0') (tensor(14.7583, device='cuda:0')) | > loss_gen: 2.683875560760498 (2.5814466382942958) | > loss_kl: 1.7734346389770508 (1.7063200976334372) | > loss_feat: 8.26338005065918 (7.403775098277073) | > loss_mel: 20.000688552856445 (19.53406620025636) | > loss_duration: 2.0758752822875977 (2.0888052816484475) | > loss_1: 34.7972526550293 (33.314413295072676) | > grad_norm_1: tensor(100.8192, device='cuda:0') (tensor(198.9548, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.3894 (0.3680838393230064) | > loader_time: 0.0055 (0.004005123587215649)  --> TIME: 2024-06-10 21:43:00 -- STEP: 229/330 -- GLOBAL_STEP: 139050 | > loss_disc: 2.364039421081543 (2.282534841887294) | > loss_disc_real_0: 0.23041099309921265 (0.11378659288435523) | > loss_disc_real_1: 0.18464957177639008 (0.19929128195521092) | > loss_disc_real_2: 0.23653298616409302 (0.21613662439402534) | > loss_disc_real_3: 0.2499377429485321 (0.22400163537029616) | > loss_disc_real_4: 0.22970865666866302 (0.2179046929793587) | > loss_disc_real_5: 0.18521083891391754 (0.2123758863153416) | > loss_0: 2.364039421081543 (2.282534841887294) | > grad_norm_0: tensor(50.5439, device='cuda:0') (tensor(17.3037, device='cuda:0')) | > loss_gen: 2.5806174278259277 (2.588090076196663) | > loss_kl: 1.6664901971817017 (1.6996718509749038) | > loss_feat: 6.839041709899902 (7.41235863589824) | > loss_mel: 19.890392303466797 (19.519182205200206) | > loss_duration: 2.17504620552063 (2.095586415461577) | > loss_1: 33.151588439941406 (33.31488910824971) | > grad_norm_1: tensor(257.9804, device='cuda:0') (tensor(219.0137, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.4213 (0.37162776597202085) | > loader_time: 0.0053 (0.004124292640186295)  --> TIME: 2024-06-10 21:43:11 -- STEP: 254/330 -- GLOBAL_STEP: 139075 | > loss_disc: 2.172269582748413 (2.2784406425446027) | > loss_disc_real_0: 0.1162743791937828 (0.11324346666847628) | > loss_disc_real_1: 0.17752471566200256 (0.1994077911761802) | > loss_disc_real_2: 0.2222464382648468 (0.21588746475891804) | > loss_disc_real_3: 0.2068822681903839 (0.2232644142597679) | > loss_disc_real_4: 0.17073194682598114 (0.21682968266366973) | > loss_disc_real_5: 0.16441479325294495 (0.21154191016446888) | > loss_0: 2.172269582748413 (2.2784406425446027) | > grad_norm_0: tensor(29.3780, device='cuda:0') (tensor(18.2797, device='cuda:0')) | > loss_gen: 2.717623710632324 (2.598355723178294) | > loss_kl: 1.6339311599731445 (1.695822619077728) | > loss_feat: 8.501937866210938 (7.454338561831497) | > loss_mel: 19.916929244995117 (19.4909466946219) | > loss_duration: 2.098419189453125 (2.101097554672421) | > loss_1: 34.86884307861328 (33.340561048252376) | > grad_norm_1: tensor(480.8394, device='cuda:0') (tensor(231.9983, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.4274 (0.376049805813887) | > loader_time: 0.0055 (0.004247136003389135)  --> TIME: 2024-06-10 21:43:22 -- STEP: 279/330 -- GLOBAL_STEP: 139100 | > loss_disc: 2.239436388015747 (2.281623660877186) | > loss_disc_real_0: 0.09073831140995026 (0.11328014616577428) | > loss_disc_real_1: 0.2075483500957489 (0.1998743731595282) | > loss_disc_real_2: 0.24545256793498993 (0.21590193085986656) | > loss_disc_real_3: 0.20765849947929382 (0.22351131660322984) | > loss_disc_real_4: 0.2346794605255127 (0.21761897409261344) | > loss_disc_real_5: 0.21880333125591278 (0.21197403518743413) | > loss_0: 2.239436388015747 (2.281623660877186) | > grad_norm_0: tensor(12.1227, device='cuda:0') (tensor(18.8905, device='cuda:0')) | > loss_gen: 2.8328566551208496 (2.599288602883672) | > loss_kl: 1.8237135410308838 (1.698025997821576) | > loss_feat: 9.131453514099121 (7.47510942506961) | > loss_mel: 19.757923126220703 (19.443114113209504) | > loss_duration: 2.180878162384033 (2.109013918052864) | > loss_1: 35.72682189941406 (33.32455194124611) | > grad_norm_1: tensor(101.3249, device='cuda:0') (tensor(243.5697, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.4379 (0.38175397961797675) | > loader_time: 0.0065 (0.004379644188829649)  --> TIME: 2024-06-10 21:43:34 -- STEP: 304/330 -- GLOBAL_STEP: 139125 | > loss_disc: 2.351591110229492 (2.2831184573863683) | > loss_disc_real_0: 0.13038881123065948 (0.11356901514687036) | > loss_disc_real_1: 0.31784385442733765 (0.2014873681197825) | > loss_disc_real_2: 0.23441995680332184 (0.21649591129665313) | > loss_disc_real_3: 0.22655978798866272 (0.22316082669912196) | > loss_disc_real_4: 0.1948920339345932 (0.21725163991121868) | > loss_disc_real_5: 0.17750024795532227 (0.21155034334055686) | > loss_0: 2.351591110229492 (2.2831184573863683) | > grad_norm_0: tensor(19.4250, device='cuda:0') (tensor(19.3528, device='cuda:0')) | > loss_gen: 2.596470594406128 (2.5954212609090317) | > loss_kl: 1.9207642078399658 (1.697915682275045) | > loss_feat: 9.149383544921875 (7.49384910652512) | > loss_mel: 18.878265380859375 (19.39332008361817) | > loss_duration: 2.239811897277832 (2.1184181688647503) | > loss_1: 34.78469467163086 (33.29892420141321) | > grad_norm_1: tensor(296.4969, device='cuda:0') (tensor(249.8933, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.4664 (0.3890820059337113) | > loader_time: 0.0075 (0.004558214231541285)  --> TIME: 2024-06-10 21:44:02 -- STEP: 329/330 -- GLOBAL_STEP: 139150 | > loss_disc: 2.3514325618743896 (2.284157692842571) | > loss_disc_real_0: 0.15154100954532623 (0.11521777216243165) | > loss_disc_real_1: 0.1805354803800583 (0.20197975300365664) | > loss_disc_real_2: 0.19168484210968018 (0.21583141540502704) | > loss_disc_real_3: 0.200955331325531 (0.22263340149244634) | > loss_disc_real_4: 0.2753075063228607 (0.21761731735478781) | > loss_disc_real_5: 0.1664787232875824 (0.21101478666157708) | > loss_0: 2.3514325618743896 (2.284157692842571) | > grad_norm_0: tensor(14.8919, device='cuda:0') (tensor(19.6347, device='cuda:0')) | > loss_gen: 2.3113303184509277 (2.5971570986020183) | > loss_kl: 1.9058997631072998 (1.7035129744231163) | > loss_feat: 9.957904815673828 (7.625613451728705) | > loss_mel: 19.130979537963867 (19.369497084690092) | > loss_duration: 2.276928663253784 (2.1313704523996706) | > loss_1: 35.58304214477539 (33.42715093502521) | > grad_norm_1: tensor(190.3167, device='cuda:0') (tensor(253.3685, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 14.0855 (0.44386686742486897) | > loader_time: 0.034 (0.005015965290707298)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3751771450042725 (2.3751771450042725) | > loss_disc_real_0: 0.12208934873342514 (0.12208934873342514) | > loss_disc_real_1: 0.2668088674545288 (0.2668088674545288) | > loss_disc_real_2: 0.3860112130641937 (0.3860112130641937) | > loss_disc_real_3: 0.2705187499523163 (0.2705187499523163) | > loss_disc_real_4: 0.23359479010105133 (0.23359479010105133) | > loss_disc_real_5: 0.1809653490781784 (0.1809653490781784) | > loss_0: 2.3751771450042725 (2.3751771450042725) | > loss_gen: 2.762603282928467 (2.762603282928467) | > loss_kl: 1.4286807775497437 (1.4286807775497437) | > loss_feat: 6.869714260101318 (6.869714260101318) | > loss_mel: 17.405010223388672 (17.405010223388672) | > loss_duration: 2.8932933807373047 (2.8932933807373047) | > loss_1: 31.359302520751953 (31.359302520751953)  --> STEP: 1 | > loss_disc: 1.9934170246124268 (1.9934170246124268) | > loss_disc_real_0: 0.1197936087846756 (0.1197936087846756) | > loss_disc_real_1: 0.16920551657676697 (0.16920551657676697) | > loss_disc_real_2: 0.18541112542152405 (0.18541112542152405) | > loss_disc_real_3: 0.26775267720222473 (0.26775267720222473) | > loss_disc_real_4: 0.23426324129104614 (0.23426324129104614) | > loss_disc_real_5: 0.19497214257717133 (0.19497214257717133) | > loss_0: 1.9934170246124268 (1.9934170246124268) | > loss_gen: 3.398607015609741 (3.398607015609741) | > loss_kl: 1.6340304613113403 (1.6340304613113403) | > loss_feat: 7.592612266540527 (7.592612266540527) | > loss_mel: 20.483524322509766 (20.483524322509766) | > loss_duration: 2.421008586883545 (2.421008586883545) | > loss_1: 35.529781341552734 (35.529781341552734)  --> STEP: 2 | > loss_disc: 2.285639524459839 (2.139528274536133) | > loss_disc_real_0: 0.11669236421585083 (0.11824298650026321) | > loss_disc_real_1: 0.3028419017791748 (0.2360237091779709) | > loss_disc_real_2: 0.2646031081676483 (0.22500711679458618) | > loss_disc_real_3: 0.2504352927207947 (0.2590939849615097) | > loss_disc_real_4: 0.2319221943616867 (0.23309271782636642) | > loss_disc_real_5: 0.13799162209033966 (0.1664818823337555) | > loss_0: 2.285639524459839 (2.139528274536133) | > loss_gen: 2.45699405670166 (2.9278005361557007) | > loss_kl: 1.181577444076538 (1.4078039526939392) | > loss_feat: 6.385646343231201 (6.989129304885864) | > loss_mel: 19.762924194335938 (20.12322425842285) | > loss_duration: 2.362936019897461 (2.391972303390503) | > loss_1: 32.15007781982422 (33.83992958068848)  --> STEP: 3 | > loss_disc: 2.4715893268585205 (2.2502152919769287) | > loss_disc_real_0: 0.1005815640091896 (0.11235584566990535) | > loss_disc_real_1: 0.2607387900352478 (0.24426206946372986) | > loss_disc_real_2: 0.31863823533058167 (0.25621748963991803) | > loss_disc_real_3: 0.2892299294471741 (0.2691392997900645) | > loss_disc_real_4: 0.2362467348575592 (0.234144056836764) | > loss_disc_real_5: 0.19050332903862 (0.17448903123537698) | > loss_0: 2.4715893268585205 (2.2502152919769287) | > loss_gen: 2.445873260498047 (2.767158110936483) | > loss_kl: 2.1531200408935547 (1.6562426487604778) | > loss_feat: 5.7203264236450195 (6.566195011138916) | > loss_mel: 16.03780174255371 (18.761416753133137) | > loss_duration: 2.217973232269287 (2.333972613016764) | > loss_1: 28.57509422302246 (32.08498446146647)  --> STEP: 4 | > loss_disc: 2.227982759475708 (2.2446571588516235) | > loss_disc_real_0: 0.09729735553264618 (0.10859122313559055) | > loss_disc_real_1: 0.18957580626010895 (0.23059050366282463) | > loss_disc_real_2: 0.24458833038806915 (0.2533101998269558) | > loss_disc_real_3: 0.22967737913131714 (0.25927381962537766) | > loss_disc_real_4: 0.22949236631393433 (0.2329811342060566) | > loss_disc_real_5: 0.26333627104759216 (0.1967008411884308) | > loss_0: 2.227982759475708 (2.2446571588516235) | > loss_gen: 2.834542751312256 (2.784004271030426) | > loss_kl: 2.5622479915618896 (1.8827439844608307) | > loss_feat: 9.343551635742188 (7.260534167289734) | > loss_mel: 20.760906219482422 (19.26128911972046) | > loss_duration: 2.2702391147613525 (2.3180392384529114) | > loss_1: 37.771488189697266 (33.50661039352417)  --> STEP: 5 | > loss_disc: 2.4052953720092773 (2.276784801483154) | > loss_disc_real_0: 0.10214434564113617 (0.10730184763669967) | > loss_disc_real_1: 0.33985790610313416 (0.25244398415088654) | > loss_disc_real_2: 0.32466909289360046 (0.26758197844028475) | > loss_disc_real_3: 0.3181661367416382 (0.27105228304862977) | > loss_disc_real_4: 0.25609761476516724 (0.23760443031787873) | > loss_disc_real_5: 0.2371162474155426 (0.20478392243385315) | > loss_0: 2.4052953720092773 (2.276784801483154) | > loss_gen: 2.796386480331421 (2.786480712890625) | > loss_kl: 1.5034047365188599 (1.8068761348724365) | > loss_feat: 6.096404552459717 (7.027708244323731) | > loss_mel: 19.950090408325195 (19.399049377441408) | > loss_duration: 2.3339858055114746 (2.321228551864624) | > loss_1: 32.68027114868164 (33.341342544555665)  --> STEP: 6 | > loss_disc: 2.21213436126709 (2.26600972811381) | > loss_disc_real_0: 0.10084334015846252 (0.10622542972366016) | > loss_disc_real_1: 0.2128761261701584 (0.2458493411540985) | > loss_disc_real_2: 0.28187185525894165 (0.26996362457672757) | > loss_disc_real_3: 0.3006470501422882 (0.2759847442309062) | > loss_disc_real_4: 0.31266945600509644 (0.250115267932415) | > loss_disc_real_5: 0.19697490334510803 (0.20348241925239563) | > loss_0: 2.21213436126709 (2.26600972811381) | > loss_gen: 2.7693746089935303 (2.7836296955744424) | > loss_kl: 1.9327235221862793 (1.8278506994247437) | > loss_feat: 5.771455764770508 (6.81833283106486) | > loss_mel: 20.001304626464844 (19.499425252278645) | > loss_duration: 2.128424882888794 (2.289094607035319) | > loss_1: 32.6032829284668 (33.218332608540855)  --> STEP: 7 | > loss_disc: 2.305453300476074 (2.2716445241655623) | > loss_disc_real_0: 0.06592588126659393 (0.10046835137265069) | > loss_disc_real_1: 0.2631685137748718 (0.24832350867135183) | > loss_disc_real_2: 0.33416420221328735 (0.2791351356676647) | > loss_disc_real_3: 0.24955527484416962 (0.2722091057470867) | > loss_disc_real_4: 0.2741824686527252 (0.2535534394638879) | > loss_disc_real_5: 0.2231159806251526 (0.20628721373421804) | > loss_0: 2.305453300476074 (2.2716445241655623) | > loss_gen: 2.7092771530151367 (2.773007903780256) | > loss_kl: 3.014697313308716 (1.9974002156938826) | > loss_feat: 6.936609745025635 (6.835229533059256) | > loss_mel: 20.004873275756836 (19.57163211277553) | > loss_duration: 2.4295654296875 (2.309161867414202) | > loss_1: 35.09502410888672 (33.486431394304546)  --> STEP: 8 | > loss_disc: 1.8782174587249756 (2.222466140985489) | > loss_disc_real_0: 0.05792900547385216 (0.09515093313530087) | > loss_disc_real_1: 0.17399249970912933 (0.23903213255107403) | > loss_disc_real_2: 0.23445847630500793 (0.2735505532473326) | > loss_disc_real_3: 0.20096562802791595 (0.2633036710321903) | > loss_disc_real_4: 0.15285950899124146 (0.24096669815480712) | > loss_disc_real_5: 0.21511878073215485 (0.20739115960896015) | > loss_0: 1.8782174587249756 (2.222466140985489) | > loss_gen: 3.081364870071411 (2.8115525245666504) | > loss_kl: 2.335853099822998 (2.039706826210022) | > loss_feat: 10.799057006835938 (7.3307079672813416) | > loss_mel: 21.799501419067383 (19.85011577606201) | > loss_duration: 2.1504743099212646 (2.289325922727585) | > loss_1: 40.1662483215332 (34.32140851020813)  --> STEP: 9 | > loss_disc: 2.3638925552368164 (2.2381801870134144) | > loss_disc_real_0: 0.10811947286128998 (0.0965918819937441) | > loss_disc_real_1: 0.19255100190639496 (0.23386756247944301) | > loss_disc_real_2: 0.26254844665527344 (0.272328096959326) | > loss_disc_real_3: 0.31480133533477783 (0.26902563373247784) | > loss_disc_real_4: 0.248132586479187 (0.2417629079686271) | > loss_disc_real_5: 0.243509903550148 (0.21140435338020325) | > loss_0: 2.3638925552368164 (2.2381801870134144) | > loss_gen: 2.567315101623535 (2.7844150331285267) | > loss_kl: 1.8951630592346191 (2.0236464076571994) | > loss_feat: 7.573850631713867 (7.357723818884955) | > loss_mel: 21.835735321044922 (20.070740169949) | > loss_duration: 2.060000419616699 (2.2638453112708197) | > loss_1: 35.932064056396484 (34.50037023756239)  --> STEP: 10 | > loss_disc: 2.2436304092407227 (2.238725209236145) | > loss_disc_real_0: 0.0963459461927414 (0.09656728841364384) | > loss_disc_real_1: 0.23738089203834534 (0.23421889543533325) | > loss_disc_real_2: 0.26501843333244324 (0.2715971305966377) | > loss_disc_real_3: 0.2745114862918854 (0.2695742189884186) | > loss_disc_real_4: 0.19975760579109192 (0.23756237775087358) | > loss_disc_real_5: 0.2206953465938568 (0.21233345270156861) | > loss_0: 2.2436304092407227 (2.238725209236145) | > loss_gen: 2.687631845474243 (2.7747367143630983) | > loss_kl: 2.059614896774292 (2.0272432565689087) | > loss_feat: 5.998058795928955 (7.221757316589356) | > loss_mel: 16.877002716064453 (19.751366424560548) | > loss_duration: 2.279487133026123 (2.26540949344635) | > loss_1: 29.901796340942383 (34.04051284790039)  --> STEP: 11 | > loss_disc: 2.2477660179138184 (2.2395471009341152) | > loss_disc_real_0: 0.13348449766635895 (0.09992339834570885) | > loss_disc_real_1: 0.19319790601730347 (0.2304897145791487) | > loss_disc_real_2: 0.20952917635440826 (0.2659545893018896) | > loss_disc_real_3: 0.23195230960845947 (0.2661540454084223) | > loss_disc_real_4: 0.22017216682434082 (0.23598144948482513) | > loss_disc_real_5: 0.2388705164194107 (0.21474591303955426) | > loss_0: 2.2477660179138184 (2.2395471009341152) | > loss_gen: 2.6572775840759277 (2.764058611609719) | > loss_kl: 2.2293713092803955 (2.0456185340881348) | > loss_feat: 7.511279106140137 (7.24807747927579) | > loss_mel: 20.506277084350586 (19.81999466635964) | > loss_duration: 2.4425947666168213 (2.2815172455527564) | > loss_1: 35.3468017578125 (34.159266385165125)  --> STEP: 12 | > loss_disc: 2.801370143890381 (2.2863656878471375) | > loss_disc_real_0: 0.05874268710613251 (0.09649167240907748) | > loss_disc_real_1: 0.34247395396232605 (0.23982173452774683) | > loss_disc_real_2: 0.3631286323070526 (0.2740524262189865) | > loss_disc_real_3: 0.3350438177585602 (0.2718948597709338) | > loss_disc_real_4: 0.3630083501338959 (0.24656702453891435) | > loss_disc_real_5: 0.2886399030685425 (0.22090374554196993) | > loss_0: 2.801370143890381 (2.2863656878471375) | > loss_gen: 2.5702219009399414 (2.7479055523872375) | > loss_kl: 1.0750802755355835 (1.9647403458754222) | > loss_feat: 6.729180335998535 (7.2048360506693525) | > loss_mel: 18.210229873657227 (19.685847600301106) | > loss_duration: 2.192246675491333 (2.274078031380971) | > loss_1: 30.776960372924805 (33.87740755081177)  --> STEP: 13 | > loss_disc: 2.4487268924713135 (2.2988550112797665) | > loss_disc_real_0: 0.12338486313819885 (0.09856037938824067) | > loss_disc_real_1: 0.3415689766407013 (0.24764844545951256) | > loss_disc_real_2: 0.3567473888397217 (0.2804135771898123) | > loss_disc_real_3: 0.218099445104599 (0.2677567509504465) | > loss_disc_real_4: 0.21392180025577545 (0.24405585344021136) | > loss_disc_real_5: 0.21560245752334595 (0.22049595415592194) | > loss_0: 2.4487268924713135 (2.2988550112797665) | > loss_gen: 2.70298171043396 (2.744449872236985) | > loss_kl: 1.983992099761963 (1.9662212500205407) | > loss_feat: 6.0970587730407715 (7.119622413928692) | > loss_mel: 17.485227584838867 (19.516569137573242) | > loss_duration: 2.1401586532592773 (2.263776540756225) | > loss_1: 30.409420013427734 (33.61063927870531)  --> STEP: 14 | > loss_disc: 2.5880823135375977 (2.319514104298183) | > loss_disc_real_0: 0.07846742123365402 (0.09712516809148448) | > loss_disc_real_1: 0.22743722796440125 (0.2462047870670046) | > loss_disc_real_2: 0.27152547240257263 (0.2797787125621523) | > loss_disc_real_3: 0.28487440943717957 (0.268979440842356) | > loss_disc_real_4: 0.2429610788822174 (0.2439776552574975) | > loss_disc_real_5: 0.208754301071167 (0.219657264649868) | > loss_0: 2.5880823135375977 (2.319514104298183) | > loss_gen: 2.116748571395874 (2.6996140650340488) | > loss_kl: 2.938530683517456 (2.035671923841749) | > loss_feat: 6.022829532623291 (7.04128006526402) | > loss_mel: 21.776514053344727 (19.677993774414062) | > loss_duration: 2.3349111080169678 (2.2688575812748497) | > loss_1: 35.18953323364258 (33.723417418343686)  --> STEP: 15 | > loss_disc: 2.4261810779571533 (2.3266252358754476) | > loss_disc_real_0: 0.06149858981370926 (0.09475006287296613) | > loss_disc_real_1: 0.21753408014774323 (0.24429340660572052) | > loss_disc_real_2: 0.33322060108184814 (0.28334150513013207) | > loss_disc_real_3: 0.3021612763404846 (0.2711915632088979) | > loss_disc_real_4: 0.29198208451271057 (0.2471779505411784) | > loss_disc_real_5: 0.2799641489982605 (0.22367772360642751) | > loss_0: 2.4261810779571533 (2.3266252358754476) | > loss_gen: 2.619615077972412 (2.6942807992299396) | > loss_kl: 2.2473063468933105 (2.04978088537852) | > loss_feat: 6.372318267822266 (6.996682612101237) | > loss_mel: 19.53449821472168 (19.668427403767904) | > loss_duration: 2.2113842964172363 (2.265026028951009) | > loss_1: 32.98512268066406 (33.67419776916505)  --> STEP: 16 | > loss_disc: 2.5235819816589355 (2.3389350324869156) | > loss_disc_real_0: 0.08446308225393295 (0.09410712658427656) | > loss_disc_real_1: 0.30556613206863403 (0.24812295194715261) | > loss_disc_real_2: 0.3041551411151886 (0.2846423573791981) | > loss_disc_real_3: 0.28678247332572937 (0.2721659950911999) | > loss_disc_real_4: 0.30652233958244324 (0.25088697485625744) | > loss_disc_real_5: 0.2688203454017639 (0.22649913746863604) | > loss_0: 2.5235819816589355 (2.3389350324869156) | > loss_gen: 2.5068085193634033 (2.6825637817382812) | > loss_kl: 1.9435529708862305 (2.0431416407227516) | > loss_feat: 6.4048285484313965 (6.959691733121872) | > loss_mel: 17.91910171508789 (19.559094548225403) | > loss_duration: 2.348973274230957 (2.270272731781006) | > loss_1: 31.12326431274414 (33.51476442813874)  --> STEP: 17 | > loss_disc: 2.5922698974609375 (2.3538370833677402) | > loss_disc_real_0: 0.08870400488376617 (0.09378929589601125) | > loss_disc_real_1: 0.24797892570495605 (0.2481144798152587) | > loss_disc_real_2: 0.3101179599761963 (0.28614092223784504) | > loss_disc_real_3: 0.31957244873046875 (0.27495461001115684) | > loss_disc_real_4: 0.31001806259155273 (0.2543652741348042) | > loss_disc_real_5: 0.29352709650993347 (0.23044195858871236) | > loss_0: 2.5922698974609375 (2.3538370833677402) | > loss_gen: 2.5321645736694336 (2.673716769498937) | > loss_kl: 1.5573790073394775 (2.0145673681707943) | > loss_feat: 5.7960309982299805 (6.891241101657643) | > loss_mel: 19.046567916870117 (19.528945922851562) | > loss_duration: 2.366027355194092 (2.275905356687658) | > loss_1: 31.298171997070312 (33.38437663807589)  --> STEP: 18 | > loss_disc: 1.80973482131958 (2.3236091799206204) | > loss_disc_real_0: 0.055842600762844086 (0.09168114616639084) | > loss_disc_real_1: 0.15557149052619934 (0.2429732026325332) | > loss_disc_real_2: 0.20930354297161102 (0.2818721789452765) | > loss_disc_real_3: 0.2390424907207489 (0.27295949227280086) | > loss_disc_real_4: 0.2335415929555893 (0.25320840295818114) | > loss_disc_real_5: 0.22985181212425232 (0.23040917267402014) | > loss_0: 1.80973482131958 (2.3236091799206204) | > loss_gen: 3.6691598892211914 (2.7290191650390625) | > loss_kl: 2.1591274738311768 (2.0225984851519265) | > loss_feat: 11.281137466430664 (7.135124233033922) | > loss_mel: 20.223876953125 (19.5675532023112) | > loss_duration: 2.2361626625061035 (2.273697429233127) | > loss_1: 39.56946563720703 (33.727992693583175)  --> STEP: 19 | > loss_disc: 2.3019120693206787 (2.32246722673115) | > loss_disc_real_0: 0.17339512705802917 (0.09598188200279285) | > loss_disc_real_1: 0.2646813690662384 (0.24411573770799136) | > loss_disc_real_2: 0.28871822357177734 (0.28223249708351333) | > loss_disc_real_3: 0.23915769159793854 (0.27118045013201864) | > loss_disc_real_4: 0.21599984169006348 (0.25125005762828023) | > loss_disc_real_5: 0.2319854348897934 (0.23049213384327136) | > loss_0: 2.3019120693206787 (2.32246722673115) | > loss_gen: 3.0785796642303467 (2.74741708604913) | > loss_kl: 1.3763753175735474 (1.9885867394899066) | > loss_feat: 8.7234468460083 (7.218720160032573) | > loss_mel: 18.491228103637695 (19.51090451290733) | > loss_duration: 2.3044421672821045 (2.275315573340968) | > loss_1: 33.97407150268555 (33.740944209851726)  --> STEP: 20 | > loss_disc: 2.3916592597961426 (2.3259268283843992) | > loss_disc_real_0: 0.03747916221618652 (0.09305674601346253) | > loss_disc_real_1: 0.20888493955135345 (0.24235419780015946) | > loss_disc_real_2: 0.3045898973941803 (0.28335036709904665) | > loss_disc_real_3: 0.3555668592453003 (0.2753997705876827) | > loss_disc_real_4: 0.28990668058395386 (0.25318288877606393) | > loss_disc_real_5: 0.2572647035121918 (0.23183076232671737) | > loss_0: 2.3916592597961426 (2.3259268283843992) | > loss_gen: 2.5265872478485107 (2.736375594139099) | > loss_kl: 1.9917123317718506 (1.9887430191040039) | > loss_feat: 5.868734836578369 (7.151220893859863) | > loss_mel: 20.58026695251465 (19.564372634887697) | > loss_duration: 2.320309638977051 (2.2775652766227723) | > loss_1: 33.2876091003418 (33.718277454376235)  --> STEP: 21 | > loss_disc: 2.411898612976074 (2.330020722888765) | > loss_disc_real_0: 0.07420291006565094 (0.09215894430166198) | > loss_disc_real_1: 0.3298766016960144 (0.24652193131900968) | > loss_disc_real_2: 0.3133646845817566 (0.28477962031250903) | > loss_disc_real_3: 0.31751856207847595 (0.27740542732533957) | > loss_disc_real_4: 0.2779468595981598 (0.25436212548187803) | > loss_disc_real_5: 0.23252198100090027 (0.23186367750167847) | > loss_0: 2.411898612976074 (2.330020722888765) | > loss_gen: 2.6761951446533203 (2.7335098584493003) | > loss_kl: 2.257119655609131 (2.0015228589375815) | > loss_feat: 5.5228962898254395 (7.073681627001081) | > loss_mel: 17.70035171508789 (19.475609733944847) | > loss_duration: 2.2049026489257812 (2.2741051514943442) | > loss_1: 30.361465454101562 (33.558429263886964)  --> STEP: 22 | > loss_disc: 2.277815103530884 (2.327647740190679) | > loss_disc_real_0: 0.0465431734919548 (0.09008550017394802) | > loss_disc_real_1: 0.25065258145332336 (0.24670968814329666) | > loss_disc_real_2: 0.24091964960098267 (0.2827859852801669) | > loss_disc_real_3: 0.27602308988571167 (0.2773425938053565) | > loss_disc_real_4: 0.24774061143398285 (0.2540611475706101) | > loss_disc_real_5: 0.16760364174842834 (0.22894276678562164) | > loss_0: 2.277815103530884 (2.327647740190679) | > loss_gen: 2.3972620964050293 (2.7182258692654697) | > loss_kl: 1.7123289108276367 (1.9883776794780383) | > loss_feat: 7.767843246459961 (7.105234427885576) | > loss_mel: 20.012004852294922 (19.499991330233488) | > loss_duration: 2.179368019104004 (2.269798918203874) | > loss_1: 34.06880569458008 (33.58162819255483)  --> STEP: 23 | > loss_disc: 2.334351062774658 (2.3279391889986782) | > loss_disc_real_0: 0.2539990544319153 (0.09721217644603355) | > loss_disc_real_1: 0.32948946952819824 (0.250308809073075) | > loss_disc_real_2: 0.2900635004043579 (0.2831023989812187) | > loss_disc_real_3: 0.30620473623275757 (0.2785974695630696) | > loss_disc_real_4: 0.2545996308326721 (0.2540845598863519) | > loss_disc_real_5: 0.19217251241207123 (0.22734406007372815) | > loss_0: 2.334351062774658 (2.3279391889986782) | > loss_gen: 3.0812625885009766 (2.734010074449622) | > loss_kl: 2.285454750061035 (2.0012940738512124) | > loss_feat: 6.937350749969482 (7.0979351375413975) | > loss_mel: 17.909849166870117 (19.43085471443508) | > loss_duration: 2.2946763038635254 (2.2708805436673374) | > loss_1: 32.50859451293945 (33.534974554310686)  --> STEP: 24 | > loss_disc: 2.607941150665283 (2.3396059374014535) | > loss_disc_real_0: 0.1642025113105774 (0.10000344039872289) | > loss_disc_real_1: 0.2902366816997528 (0.2519724704325199) | > loss_disc_real_2: 0.33643633127212524 (0.28532464616000647) | > loss_disc_real_3: 0.30591779947280884 (0.2797358166426421) | > loss_disc_real_4: 0.28696149587631226 (0.25545443221926695) | > loss_disc_real_5: 0.28537577390670776 (0.2297620481501023) | > loss_0: 2.607941150665283 (2.3396059374014535) | > loss_gen: 2.6595652103424072 (2.7309082051118216) | > loss_kl: 1.944122314453125 (1.9989119172096255) | > loss_feat: 6.304067611694336 (7.0648573239644366) | > loss_mel: 20.216934204101562 (19.463608026504513) | > loss_duration: 2.4464244842529297 (2.2781948745250706) | > loss_1: 33.57111358642578 (33.53648034731548)  --> STEP: 25 | > loss_disc: 2.4926223754882812 (2.3457265949249266) | > loss_disc_real_0: 0.1211550384759903 (0.10084950432181358) | > loss_disc_real_1: 0.37313055992126465 (0.2568187940120697) | > loss_disc_real_2: 0.2665292024612427 (0.2845728284120559) | > loss_disc_real_3: 0.30541449785232544 (0.28076296389102945) | > loss_disc_real_4: 0.26823779940605164 (0.25596576690673833) | > loss_disc_real_5: 0.2816140651702881 (0.23183612883090973) | > loss_0: 2.4926223754882812 (2.3457265949249266) | > loss_gen: 2.876613140106201 (2.7367364025115966) | > loss_kl: 1.9779740571975708 (1.9980744028091433) | > loss_feat: 7.615642070770264 (7.08688871383667) | > loss_mel: 17.566604614257812 (19.387727890014645) | > loss_duration: 2.3283534049987793 (2.280201215744019) | > loss_1: 32.36518859863281 (33.489628677368174)  --> STEP: 26 | > loss_disc: 2.329275131225586 (2.345093846321106) | > loss_disc_real_0: 0.1414598971605301 (0.10241144250791806) | > loss_disc_real_1: 0.16096295416355133 (0.25313203094097286) | > loss_disc_real_2: 0.22249093651771545 (0.28218506333919663) | > loss_disc_real_3: 0.23065850138664246 (0.2788358691793223) | > loss_disc_real_4: 0.26633188128471375 (0.25636446361358356) | > loss_disc_real_5: 0.26927557587623596 (0.23327610756342226) | > loss_0: 2.329275131225586 (2.345093846321106) | > loss_gen: 2.6512296199798584 (2.7334476801065297) | > loss_kl: 2.1512513160705566 (2.003965822549967) | > loss_feat: 11.59585189819336 (7.260310374773466) | > loss_mel: 19.58504867553711 (19.395317150996277) | > loss_duration: 2.31404447555542 (2.281502879582919) | > loss_1: 38.297428131103516 (33.67454404097338) --> EVAL PERFORMANCE | > avg_loader_time: 0.002316053097064678 (-6.227309887225831e-05) | > avg_loss_disc: 2.345093846321106 (+0.04842133246935321) | > avg_loss_disc_real_0: 0.10241144250791806 (+0.002324427119814426) | > avg_loss_disc_real_1: 0.25313203094097286 (+0.015592477069451272) | > avg_loss_disc_real_2: 0.28218506333919663 (+0.08277844064510775) | > avg_loss_disc_real_3: 0.2788358691793223 (+0.07148040773776873) | > avg_loss_disc_real_4: 0.25636446361358356 (+0.03775700611563837) | > avg_loss_disc_real_5: 0.23327610756342226 (+0.02806260952582726) | > avg_loss_0: 2.345093846321106 (+0.04842133246935321) | > avg_loss_gen: 2.7334476801065297 (+0.25928554626611566) | > avg_loss_kl: 2.003965822549967 (-0.26024063733907843) | > avg_loss_feat: 7.260310374773466 (-0.3743998087369471) | > avg_loss_mel: 19.395317150996277 (+0.061763469989475794) | > avg_loss_duration: 2.281502879582919 (+0.025465717682471745) | > avg_loss_1: 33.67454404097338 (-0.2881256250234543)  > EPOCH: 155/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:44:08)   --> TIME: 2024-06-10 21:44:17 -- STEP: 24/330 -- GLOBAL_STEP: 139175 | > loss_disc: 2.200798749923706 (2.2558359205722804) | > loss_disc_real_0: 0.10771748423576355 (0.11034775354589026) | > loss_disc_real_1: 0.18403221666812897 (0.19548792640368143) | > loss_disc_real_2: 0.24216213822364807 (0.21393553291757902) | > loss_disc_real_3: 0.18947462737560272 (0.21836485092838606) | > loss_disc_real_4: 0.18416592478752136 (0.2183281189451615) | > loss_disc_real_5: 0.17469003796577454 (0.2147732606778542) | > loss_0: 2.200798749923706 (2.2558359205722804) | > grad_norm_0: tensor(23.2209, device='cuda:0') (tensor(17.9282, device='cuda:0')) | > loss_gen: 2.521359920501709 (2.5816223919391637) | > loss_kl: 1.6233088970184326 (1.6966985712448757) | > loss_feat: 7.533380031585693 (7.187195181846619) | > loss_mel: 19.225141525268555 (19.581821123758946) | > loss_duration: 2.0662107467651367 (2.1612446308135986) | > loss_1: 32.96940231323242 (33.208582162857056) | > grad_norm_1: tensor(257.9166, device='cuda:0') (tensor(158.3798, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3406 (0.34058208266894024) | > loader_time: 0.0031 (0.0030770103136698404)  --> TIME: 2024-06-10 21:44:26 -- STEP: 49/330 -- GLOBAL_STEP: 139200 | > loss_disc: 2.24975323677063 (2.2665805816650386) | > loss_disc_real_0: 0.1037091612815857 (0.1112056589704387) | > loss_disc_real_1: 0.21907959878444672 (0.19761539965259786) | > loss_disc_real_2: 0.20134694874286652 (0.21566554843163005) | > loss_disc_real_3: 0.19889336824417114 (0.22154988378894572) | > loss_disc_real_4: 0.1956491768360138 (0.21646003181837042) | > loss_disc_real_5: 0.1815943717956543 (0.21329273861281725) | > loss_0: 2.24975323677063 (2.2665805816650386) | > grad_norm_0: tensor(9.9506, device='cuda:0') (tensor(15.9443, device='cuda:0')) | > loss_gen: 2.6220877170562744 (2.5893127869586565) | > loss_kl: 1.7568106651306152 (1.7078961766495997) | > loss_feat: 7.71748685836792 (7.270516162015954) | > loss_mel: 19.798917770385742 (19.604912076677593) | > loss_duration: 2.0291614532470703 (2.1069588734179128) | > loss_1: 33.92446517944336 (33.279596328735366) | > grad_norm_1: tensor(146.3666, device='cuda:0') (tensor(168.2955, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3462 (0.3422867084036068) | > loader_time: 0.0034 (0.003210510526384626)  --> TIME: 2024-06-10 21:44:35 -- STEP: 74/330 -- GLOBAL_STEP: 139225 | > loss_disc: 2.271698236465454 (2.2657998381434257) | > loss_disc_real_0: 0.09955157339572906 (0.11312472774974398) | > loss_disc_real_1: 0.2603452801704407 (0.19867072777973638) | > loss_disc_real_2: 0.2456347495317459 (0.21493713175122803) | > loss_disc_real_3: 0.16969670355319977 (0.22063931581136342) | > loss_disc_real_4: 0.18274635076522827 (0.21567247928799801) | > loss_disc_real_5: 0.19647203385829926 (0.21269398947825302) | > loss_0: 2.271698236465454 (2.2657998381434257) | > grad_norm_0: tensor(12.9761, device='cuda:0') (tensor(17.5730, device='cuda:0')) | > loss_gen: 2.6229135990142822 (2.5963043393315504) | > loss_kl: 1.6606321334838867 (1.7078923647468154) | > loss_feat: 7.8671650886535645 (7.323385670378402) | > loss_mel: 19.897987365722656 (19.563325701533138) | > loss_duration: 2.001859188079834 (2.0864891748170593) | > loss_1: 34.05055618286133 (33.277397258861654) | > grad_norm_1: tensor(222.6210, device='cuda:0') (tensor(191.3180, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3461 (0.3445744901090055) | > loader_time: 0.0037 (0.0033207358540715396)  --> TIME: 2024-06-10 21:44:43 -- STEP: 99/330 -- GLOBAL_STEP: 139250 | > loss_disc: 2.1543936729431152 (2.269185054181802) | > loss_disc_real_0: 0.10960246622562408 (0.11272085574690742) | > loss_disc_real_1: 0.2508030831813812 (0.19984808835116297) | > loss_disc_real_2: 0.20449094474315643 (0.21513798306084642) | > loss_disc_real_3: 0.1911219358444214 (0.2213647353528726) | > loss_disc_real_4: 0.19072295725345612 (0.21565661752464788) | > loss_disc_real_5: 0.18766944110393524 (0.21235237789876532) | > loss_0: 2.1543936729431152 (2.269185054181802) | > grad_norm_0: tensor(23.3979, device='cuda:0') (tensor(20.0289, device='cuda:0')) | > loss_gen: 2.7807540893554688 (2.5952602468355743) | > loss_kl: 1.6038329601287842 (1.6935409656678788) | > loss_feat: 7.391022682189941 (7.341303844644566) | > loss_mel: 18.891197204589844 (19.523183071252063) | > loss_duration: 2.0737791061401367 (2.079235250299626) | > loss_1: 32.74058532714844 (33.23252342686509) | > grad_norm_1: tensor(238.8205, device='cuda:0') (tensor(212.9956, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3474 (0.3462288933570939) | > loader_time: 0.0038 (0.003430029358526673)  --> TIME: 2024-06-10 21:44:53 -- STEP: 124/330 -- GLOBAL_STEP: 139275 | > loss_disc: 2.29463529586792 (2.275335750272198) | > loss_disc_real_0: 0.10096513479948044 (0.11129600437538277) | > loss_disc_real_1: 0.20893441140651703 (0.20052856963969043) | > loss_disc_real_2: 0.21675628423690796 (0.21541987071114202) | > loss_disc_real_3: 0.19209136068820953 (0.2229300525880629) | > loss_disc_real_4: 0.23053428530693054 (0.21476737097386386) | > loss_disc_real_5: 0.22746162116527557 (0.21390655336360778) | > loss_0: 2.29463529586792 (2.275335750272198) | > grad_norm_0: tensor(21.3070, device='cuda:0') (tensor(19.8020, device='cuda:0')) | > loss_gen: 2.7716403007507324 (2.6057405087255665) | > loss_kl: 1.6527262926101685 (1.6937860452359723) | > loss_feat: 7.533703327178955 (7.385690466050179) | > loss_mel: 19.086158752441406 (19.511256940903195) | > loss_duration: 2.071666955947876 (2.0780657058761958) | > loss_1: 33.11589813232422 (33.274539562963675) | > grad_norm_1: tensor(70.7701, device='cuda:0') (tensor(213.2194, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3592 (0.3482087581388412) | > loader_time: 0.0042 (0.003558470356848932)  --> TIME: 2024-06-10 21:45:02 -- STEP: 149/330 -- GLOBAL_STEP: 139300 | > loss_disc: 2.304229259490967 (2.277778252659229) | > loss_disc_real_0: 0.04775174334645271 (0.10716926761521589) | > loss_disc_real_1: 0.1617940366268158 (0.19993259232716273) | > loss_disc_real_2: 0.16535228490829468 (0.215879318498125) | > loss_disc_real_3: 0.2609696686267853 (0.22417442710607643) | > loss_disc_real_4: 0.28069883584976196 (0.21564568689205493) | > loss_disc_real_5: 0.21529412269592285 (0.21512790624327308) | > loss_0: 2.304229259490967 (2.277778252659229) | > grad_norm_0: tensor(40.4565, device='cuda:0') (tensor(22.4109, device='cuda:0')) | > loss_gen: 2.7584691047668457 (2.6322859517679924) | > loss_kl: 1.7492616176605225 (1.6964710766837103) | > loss_feat: 7.093077659606934 (7.46073288885539) | > loss_mel: 20.044391632080078 (19.502176207984046) | > loss_duration: 2.089019298553467 (2.0787058748654865) | > loss_1: 33.73421859741211 (33.37037191454998) | > grad_norm_1: tensor(310.7625, device='cuda:0') (tensor(223.8874, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3783 (0.3507999573777986) | > loader_time: 0.0045 (0.0036687530927210048)  --> TIME: 2024-06-10 21:45:11 -- STEP: 174/330 -- GLOBAL_STEP: 139325 | > loss_disc: 2.401963949203491 (2.2874591884941893) | > loss_disc_real_0: 0.05887598544359207 (0.11125719540848814) | > loss_disc_real_1: 0.1949511617422104 (0.19964909442197318) | > loss_disc_real_2: 0.23055435717105865 (0.2158240479813225) | > loss_disc_real_3: 0.21610908210277557 (0.22409598126836205) | > loss_disc_real_4: 0.20396320521831512 (0.21701985169416177) | > loss_disc_real_5: 0.20104113221168518 (0.21426666005589495) | > loss_0: 2.401963949203491 (2.2874591884941893) | > grad_norm_0: tensor(10.2984, device='cuda:0') (tensor(24.2293, device='cuda:0')) | > loss_gen: 2.3417422771453857 (2.618857890710064) | > loss_kl: 1.6700518131256104 (1.691706823206496) | > loss_feat: 7.218621730804443 (7.407630706655568) | > loss_mel: 18.95128631591797 (19.473548220491946) | > loss_duration: 2.164883613586426 (2.0815843213563663) | > loss_1: 32.34658432006836 (33.27332783841538) | > grad_norm_1: tensor(136.6125, device='cuda:0') (tensor(235.5699, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.3764 (0.3538578584276396) | > loader_time: 0.0047 (0.0037869571269243613)  --> TIME: 2024-06-10 21:45:21 -- STEP: 199/330 -- GLOBAL_STEP: 139350 | > loss_disc: 2.3195974826812744 (2.2886261616519943) | > loss_disc_real_0: 0.11052082479000092 (0.11225867280783365) | > loss_disc_real_1: 0.2254004329442978 (0.20013826314228864) | > loss_disc_real_2: 0.24877770245075226 (0.21573243848043472) | > loss_disc_real_3: 0.2332218587398529 (0.22442147203126744) | > loss_disc_real_4: 0.19820041954517365 (0.21712633652902721) | > loss_disc_real_5: 0.1690029501914978 (0.2137823614792608) | > loss_0: 2.3195974826812744 (2.2886261616519943) | > grad_norm_0: tensor(7.4061, device='cuda:0') (tensor(22.8991, device='cuda:0')) | > loss_gen: 2.3701469898223877 (2.6095205251895) | > loss_kl: 1.5686477422714233 (1.691902582369857) | > loss_feat: 7.1397480964660645 (7.41106917989913) | > loss_mel: 18.653118133544922 (19.443052866950097) | > loss_duration: 2.1804471015930176 (2.0880243269043337) | > loss_1: 31.912109375 (33.24356938846146) | > grad_norm_1: tensor(105.6664, device='cuda:0') (tensor(226.6458, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.4243 (0.35908132102621254) | > loader_time: 0.005 (0.003937164143701294)  --> TIME: 2024-06-10 21:45:32 -- STEP: 224/330 -- GLOBAL_STEP: 139375 | > loss_disc: 2.1507937908172607 (2.28490575402975) | > loss_disc_real_0: 0.06703287363052368 (0.11307243575408522) | > loss_disc_real_1: 0.22496257722377777 (0.20036639599129558) | > loss_disc_real_2: 0.19604694843292236 (0.21542674003701126) | > loss_disc_real_3: 0.19550330936908722 (0.22362669916557415) | > loss_disc_real_4: 0.21423675119876862 (0.21720915587086756) | > loss_disc_real_5: 0.21401415765285492 (0.21305821709600942) | > loss_0: 2.1507937908172607 (2.28490575402975) | > grad_norm_0: tensor(11.0954, device='cuda:0') (tensor(21.6217, device='cuda:0')) | > loss_gen: 2.7278518676757812 (2.608653537929058) | > loss_kl: 1.6796163320541382 (1.690971331404788) | > loss_feat: 8.503189086914062 (7.424948223999569) | > loss_mel: 20.24463653564453 (19.438114609037115) | > loss_duration: 2.1959376335144043 (2.093704838305711) | > loss_1: 35.35123062133789 (33.256392402308315) | > grad_norm_1: tensor(71.5728, device='cuda:0') (tensor(213.9318, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.4089 (0.3648478175912584) | > loader_time: 0.0059 (0.004112450139863151)  --> TIME: 2024-06-10 21:45:43 -- STEP: 249/330 -- GLOBAL_STEP: 139400 | > loss_disc: 2.1985442638397217 (2.2846644585391114) | > loss_disc_real_0: 0.09728975594043732 (0.1142665299336355) | > loss_disc_real_1: 0.21906380355358124 (0.20076915298599796) | > loss_disc_real_2: 0.22994625568389893 (0.21567315168409462) | > loss_disc_real_3: 0.22148799896240234 (0.2234881295856223) | > loss_disc_real_4: 0.245632141828537 (0.2169654373543329) | > loss_disc_real_5: 0.22204481065273285 (0.2123815655468937) | > loss_0: 2.1985442638397217 (2.2846644585391114) | > grad_norm_0: tensor(32.3636, device='cuda:0') (tensor(21.4044, device='cuda:0')) | > loss_gen: 2.679549217224121 (2.6064787006761176) | > loss_kl: 1.7900804281234741 (1.6924282039504452) | > loss_feat: 7.48486328125 (7.427843291117963) | > loss_mel: 19.483991622924805 (19.423737529769948) | > loss_duration: 2.1613855361938477 (2.1005512064240546) | > loss_1: 33.59986877441406 (33.25103877730156) | > grad_norm_1: tensor(332.4109, device='cuda:0') (tensor(214.9197, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.4075 (0.369711866340484) | > loader_time: 0.0056 (0.0043017155674087955)  --> TIME: 2024-06-10 21:45:53 -- STEP: 274/330 -- GLOBAL_STEP: 139425 | > loss_disc: 2.4235198497772217 (2.2835838716395576) | > loss_disc_real_0: 0.18504291772842407 (0.11472620199142146) | > loss_disc_real_1: 0.1841900497674942 (0.20094919552768234) | > loss_disc_real_2: 0.18578585982322693 (0.21541684300360017) | > loss_disc_real_3: 0.2238071858882904 (0.22321216484708511) | > loss_disc_real_4: 0.21451660990715027 (0.21645971153774396) | > loss_disc_real_5: 0.21773238480091095 (0.21194961291812633) | > loss_0: 2.4235198497772217 (2.2835838716395576) | > grad_norm_0: tensor(87.4606, device='cuda:0') (tensor(22.2642, device='cuda:0')) | > loss_gen: 2.4659197330474854 (2.607153133754313) | > loss_kl: 1.7630983591079712 (1.6933435271256156) | > loss_feat: 7.114860534667969 (7.441887450044173) | > loss_mel: 17.151411056518555 (19.38021794200813) | > loss_duration: 2.168910026550293 (2.1074929990037514) | > loss_1: 30.664199829101562 (33.23009496535695) | > grad_norm_1: tensor(615.6876, device='cuda:0') (tensor(227.0527, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.4248 (0.374326159484195) | > loader_time: 0.006 (0.004463988499049723)  --> TIME: 2024-06-10 21:46:05 -- STEP: 299/330 -- GLOBAL_STEP: 139450 | > loss_disc: 2.353872060775757 (2.2887706142604145) | > loss_disc_real_0: 0.2073993682861328 (0.11681809272604643) | > loss_disc_real_1: 0.2200033962726593 (0.20219004358535625) | > loss_disc_real_2: 0.1648051142692566 (0.21544824246578792) | > loss_disc_real_3: 0.18490251898765564 (0.22299738233304747) | > loss_disc_real_4: 0.17413482069969177 (0.2167351207505899) | > loss_disc_real_5: 0.16933077573776245 (0.2117870949383165) | > loss_0: 2.353872060775757 (2.2887706142604145) | > grad_norm_0: tensor(53.4606, device='cuda:0') (tensor(24.4567, device='cuda:0')) | > loss_gen: 2.246877670288086 (2.6062693994579504) | > loss_kl: 1.7620662450790405 (1.69465355211277) | > loss_feat: 6.996392726898193 (7.463023480763005) | > loss_mel: 18.81441879272461 (19.358329039353592) | > loss_duration: 2.2784323692321777 (2.1166339706019013) | > loss_1: 32.09818649291992 (33.23890934819757) | > grad_norm_1: tensor(165.4671, device='cuda:0') (tensor(242.5374, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.4688 (0.38159548638257695) | > loader_time: 0.0071 (0.004637545167801772)  --> TIME: 2024-06-10 21:46:19 -- STEP: 324/330 -- GLOBAL_STEP: 139475 | > loss_disc: 2.3692259788513184 (2.2864456765445653) | > loss_disc_real_0: 0.20953473448753357 (0.11604266940259639) | > loss_disc_real_1: 0.16164864599704742 (0.2029669416355498) | > loss_disc_real_2: 0.21982859075069427 (0.2153742891034962) | > loss_disc_real_3: 0.27081918716430664 (0.22332872795286007) | > loss_disc_real_4: 0.19903874397277832 (0.21491690895255702) | > loss_disc_real_5: 0.2451123595237732 (0.21211432035506508) | > loss_0: 2.3692259788513184 (2.2864456765445653) | > grad_norm_0: tensor(13.7644, device='cuda:0') (tensor(24.5232, device='cuda:0')) | > loss_gen: 2.4947445392608643 (2.6189631481229516) | > loss_kl: 1.960985779762268 (1.701144792047547) | > loss_feat: 10.22131061553955 (7.5646884147031805) | > loss_mel: 18.22882080078125 (19.32906678870873) | > loss_duration: 2.2923154830932617 (2.129916755873481) | > loss_1: 35.198177337646484 (33.34377981703955) | > grad_norm_1: tensor(274.5876, device='cuda:0') (tensor(246.0739, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.59 (0.3931164241131442) | > loader_time: 0.0106 (0.004897222842699218)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7206525802612305 (2.7206525802612305) | > loss_disc_real_0: 0.1939404010772705 (0.1939404010772705) | > loss_disc_real_1: 0.2857852876186371 (0.2857852876186371) | > loss_disc_real_2: 0.28764939308166504 (0.28764939308166504) | > loss_disc_real_3: 0.27559027075767517 (0.27559027075767517) | > loss_disc_real_4: 0.32431235909461975 (0.32431235909461975) | > loss_disc_real_5: 0.2706734240055084 (0.2706734240055084) | > loss_0: 2.7206525802612305 (2.7206525802612305) | > loss_gen: 2.2970447540283203 (2.2970447540283203) | > loss_kl: 1.9441324472427368 (1.9441324472427368) | > loss_feat: 4.044513702392578 (4.044513702392578) | > loss_mel: 16.579275131225586 (16.579275131225586) | > loss_duration: 2.8983542919158936 (2.8983542919158936) | > loss_1: 27.76331901550293 (27.76331901550293)  --> STEP: 1 | > loss_disc: 2.3177402019500732 (2.3177402019500732) | > loss_disc_real_0: 0.1868782639503479 (0.1868782639503479) | > loss_disc_real_1: 0.11085134744644165 (0.11085134744644165) | > loss_disc_real_2: 0.18780556321144104 (0.18780556321144104) | > loss_disc_real_3: 0.24378761649131775 (0.24378761649131775) | > loss_disc_real_4: 0.2676875591278076 (0.2676875591278076) | > loss_disc_real_5: 0.1698422133922577 (0.1698422133922577) | > loss_0: 2.3177402019500732 (2.3177402019500732) | > loss_gen: 2.490600109100342 (2.490600109100342) | > loss_kl: 1.2514386177062988 (1.2514386177062988) | > loss_feat: 7.344273567199707 (7.344273567199707) | > loss_mel: 20.694766998291016 (20.694766998291016) | > loss_duration: 2.32684326171875 (2.32684326171875) | > loss_1: 34.10792541503906 (34.10792541503906)  --> STEP: 2 | > loss_disc: 2.7003140449523926 (2.509027123451233) | > loss_disc_real_0: 0.1666550189256668 (0.17676664143800735) | > loss_disc_real_1: 0.16351300477981567 (0.13718217611312866) | > loss_disc_real_2: 0.29649409651756287 (0.24214982986450195) | > loss_disc_real_3: 0.3910675346851349 (0.3174275755882263) | > loss_disc_real_4: 0.4340948462486267 (0.35089120268821716) | > loss_disc_real_5: 0.3834627866744995 (0.2766525000333786) | > loss_0: 2.7003140449523926 (2.509027123451233) | > loss_gen: 2.941671371459961 (2.7161357402801514) | > loss_kl: 2.413677453994751 (1.832558035850525) | > loss_feat: 6.448545455932617 (6.896409511566162) | > loss_mel: 22.13235855102539 (21.413562774658203) | > loss_duration: 2.3520750999450684 (2.339459180831909) | > loss_1: 36.288326263427734 (35.1981258392334)  --> STEP: 3 | > loss_disc: 2.0252490043640137 (2.3477677504221597) | > loss_disc_real_0: 0.10625186562538147 (0.15326171616713205) | > loss_disc_real_1: 0.1254347413778305 (0.13326636453469595) | > loss_disc_real_2: 0.12437628209590912 (0.20289198060830435) | > loss_disc_real_3: 0.22528252005577087 (0.28671255707740784) | > loss_disc_real_4: 0.24171772599220276 (0.3145000437895457) | > loss_disc_real_5: 0.2639797031879425 (0.2724282344182332) | > loss_0: 2.0252490043640137 (2.3477677504221597) | > loss_gen: 2.9862873554229736 (2.8061862786610923) | > loss_kl: 1.8790243864059448 (1.8480468193689983) | > loss_feat: 8.327537536621094 (7.373452186584473) | > loss_mel: 21.659181594848633 (21.49543571472168) | > loss_duration: 2.1555490493774414 (2.27815580368042) | > loss_1: 37.0075798034668 (35.80127716064453)  --> STEP: 4 | > loss_disc: 2.04765248298645 (2.2727389335632324) | > loss_disc_real_0: 0.07383489608764648 (0.13340501114726067) | > loss_disc_real_1: 0.10703270137310028 (0.12670794874429703) | > loss_disc_real_2: 0.16837118566036224 (0.19426178187131882) | > loss_disc_real_3: 0.2913646399974823 (0.28787557780742645) | > loss_disc_real_4: 0.2761251926422119 (0.30490633100271225) | > loss_disc_real_5: 0.2624607980251312 (0.26993637531995773) | > loss_0: 2.04765248298645 (2.2727389335632324) | > loss_gen: 2.7383029460906982 (2.7892154455184937) | > loss_kl: 2.7843387126922607 (2.082119792699814) | > loss_feat: 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(35.14572296142578)  --> STEP: 6 | > loss_disc: 2.497953414916992 (2.293584187825521) | > loss_disc_real_0: 0.11498486995697021 (0.1361184020837148) | > loss_disc_real_1: 0.16590861976146698 (0.15192137410243353) | > loss_disc_real_2: 0.22166070342063904 (0.20944579442342123) | > loss_disc_real_3: 0.32490888237953186 (0.2885970373948415) | > loss_disc_real_4: 0.31916916370391846 (0.2963429366548856) | > loss_disc_real_5: 0.2775859534740448 (0.2576714977622032) | > loss_0: 2.497953414916992 (2.293584187825521) | > loss_gen: 2.5057296752929688 (2.785431702931722) | > loss_kl: 1.8512133359909058 (1.9758368333180745) | > loss_feat: 6.185851097106934 (7.030354261398315) | > loss_mel: 20.4915828704834 (20.75164794921875) | > loss_duration: 2.1242434978485107 (2.2712681690851846) | > loss_1: 33.15862274169922 (34.81453959147135)  --> STEP: 7 | > loss_disc: 2.346384048461914 (2.3011270250592912) | > loss_disc_real_0: 0.08879397809505463 (0.12935777008533478) | > loss_disc_real_1: 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loss_disc_real_4: 0.24942849576473236 (0.2888667769730091) | > loss_disc_real_5: 0.2535325884819031 (0.2596005667001009) | > loss_0: 2.3048853874206543 (2.3015968203544617) | > loss_gen: 2.8040432929992676 (2.76753631234169) | > loss_kl: 2.3398754596710205 (2.169230043888092) | > loss_feat: 9.104708671569824 (7.2312663197517395) | > loss_mel: 22.02078628540039 (20.655810594558716) | > loss_duration: 2.1502459049224854 (2.283626675605774) | > loss_1: 38.41965866088867 (35.10747051239014)  --> STEP: 9 | > loss_disc: 2.37917423248291 (2.310216532813178) | > loss_disc_real_0: 0.20816904306411743 (0.13742052184210884) | > loss_disc_real_1: 0.17567387223243713 (0.15995763076676262) | > loss_disc_real_2: 0.274502158164978 (0.23014392952124277) | > loss_disc_real_3: 0.21836909651756287 (0.274206034011311) | > loss_disc_real_4: 0.24598601460456848 (0.28410224782096016) | > loss_disc_real_5: 0.22421303391456604 (0.25566861861281925) | > loss_0: 2.37917423248291 (2.310216532813178) | > loss_gen: 2.48954701423645 (2.736648612552219) | > loss_kl: 2.3230607509613037 (2.1863223446740045) | > loss_feat: 10.19873332977295 (7.560984876420763) | > loss_mel: 20.754878997802734 (20.666818194919163) | > loss_duration: 2.0359556674957275 (2.2561076747046576) | > loss_1: 37.80217742919922 (35.40688239203559)  --> STEP: 10 | > loss_disc: 2.708348274230957 (2.350029706954956) | > loss_disc_real_0: 0.22018791735172272 (0.1456972613930702) | > loss_disc_real_1: 0.19817648828029633 (0.163779516518116) | > loss_disc_real_2: 0.24821271002292633 (0.23195080757141112) | > loss_disc_real_3: 0.27913567423820496 (0.2746989980340004) | > loss_disc_real_4: 0.2966364324092865 (0.2853556662797928) | > loss_disc_real_5: 0.24897260963916779 (0.2549990177154541) | > loss_0: 2.708348274230957 (2.350029706954956) | > loss_gen: 2.067214012145996 (2.6697051525115967) | > loss_kl: 1.7649469375610352 (2.1441848039627076) | > loss_feat: 2.769808292388916 (7.081867218017578) | > loss_mel: 14.967436790466309 (20.09688005447388) | > loss_duration: 2.2732062339782715 (2.257817530632019) | > loss_1: 23.84261131286621 (34.25045528411865)  --> STEP: 11 | > loss_disc: 2.45721435546875 (2.3597737659107554) | > loss_disc_real_0: 0.15717770159244537 (0.1467409377748316) | > loss_disc_real_1: 0.17537321150302887 (0.1648334887894717) | > loss_disc_real_2: 0.285785049200058 (0.23684482953765176) | > loss_disc_real_3: 0.26091665029525757 (0.27344605733047833) | > loss_disc_real_4: 0.20359602570533752 (0.27792297168211505) | > loss_disc_real_5: 0.2406221330165863 (0.2536920281973752) | > loss_0: 2.45721435546875 (2.3597737659107554) | > loss_gen: 2.3675942420959473 (2.642240524291992) | > loss_kl: 2.200173854827881 (2.149274717677723) | > loss_feat: 6.182512283325195 (7.000107678500089) | > loss_mel: 18.03744888305664 (19.909659038890492) | > loss_duration: 2.4276506900787354 (2.2732569087635386) | > loss_1: 31.21537971496582 (33.97453932328658)  --> STEP: 12 | > loss_disc: 2.0918307304382324 (2.3374451796213784) | > loss_disc_real_0: 0.09857989102602005 (0.14272751721243063) | > loss_disc_real_1: 0.14752866327762604 (0.16339141999681792) | > loss_disc_real_2: 0.23800353705883026 (0.23694138849774996) | > loss_disc_real_3: 0.24390749633312225 (0.27098451058069867) | > loss_disc_real_4: 0.2544860243797302 (0.27596989274024963) | > loss_disc_real_5: 0.1936539262533188 (0.24868885303537047) | > loss_0: 2.0918307304382324 (2.3374451796213784) | > loss_gen: 2.8692421913146973 (2.6611573298772178) | > loss_kl: 1.70933198928833 (2.1126128236452737) | > loss_feat: 6.833003520965576 (6.986182332038879) | > loss_mel: 18.847585678100586 (19.821152925491333) | > loss_duration: 2.206542491912842 (2.2676973740259805) | > loss_1: 32.46570587158203 (33.848803202311196)  --> STEP: 13 | > loss_disc: 2.603290557861328 (2.3578948241013746) | > loss_disc_real_0: 0.16587579250335693 (0.14450815377327111) | > loss_disc_real_1: 0.1710885763168335 (0.1639835089445114) | > loss_disc_real_2: 0.26710888743400574 (0.2392619653390004) | > loss_disc_real_3: 0.2849721312522888 (0.2720604814015902) | > loss_disc_real_4: 0.30091002583503723 (0.27788836451677174) | > loss_disc_real_5: 0.31545963883399963 (0.2538250673275727) | > loss_0: 2.603290557861328 (2.3578948241013746) | > loss_gen: 2.5177040100097656 (2.6501224591181827) | > loss_kl: 2.0407562255859375 (2.107085393025325) | > loss_feat: 5.789931774139404 (6.894163058354304) | > loss_mel: 17.46633529663086 (19.64001310788668) | > loss_duration: 2.1651203632354736 (2.259806834734403) | > loss_1: 29.979848861694336 (33.551191329956055)  --> STEP: 14 | > loss_disc: 2.0638911724090576 (2.3368945632662093) | > loss_disc_real_0: 0.109097920358181 (0.14197885138647898) | > loss_disc_real_1: 0.09079806506633759 (0.15875597723892756) | > loss_disc_real_2: 0.2328304648399353 (0.23880257244621003) | > loss_disc_real_3: 0.25280338525772095 (0.270684974534171) | > loss_disc_real_4: 0.23100514709949493 (0.27453956327268053) | > loss_disc_real_5: 0.2989743649959564 (0.2570500171610287) | > loss_0: 2.0638911724090576 (2.3368945632662093) | > loss_gen: 2.943073272705078 (2.6710475172315324) | > loss_kl: 2.7395596504211426 (2.152262125696455) | > loss_feat: 9.03679370880127 (7.047208104814802) | > loss_mel: 20.983869552612305 (19.736002853938512) | > loss_duration: 2.4020509719848633 (2.2699671302522932) | > loss_1: 38.1053466796875 (33.876488140651155)  --> STEP: 15 | > loss_disc: 2.462415933609009 (2.345262654622396) | > loss_disc_real_0: 0.14470262825489044 (0.14216043651103974) | > loss_disc_real_1: 0.13910073041915894 (0.15744562745094298) | > loss_disc_real_2: 0.27902156114578247 (0.24148383835951487) | > loss_disc_real_3: 0.2545500099658966 (0.26960931022961937) | > loss_disc_real_4: 0.2823503017425537 (0.2750602791706721) | > loss_disc_real_5: 0.29287636280059814 (0.2594384402036667) | > loss_0: 2.462415933609009 (2.345262654622396) | > loss_gen: 2.540318012237549 (2.6623322168986) | > loss_kl: 2.458275556564331 (2.1726630210876463) | > loss_feat: 6.256155967712402 (6.994471295674642) | > loss_mel: 19.652687072753906 (19.730448468526205) | > loss_duration: 2.270524740219116 (2.2700043042500813) | > loss_1: 33.17795944213867 (33.82991956075032)  --> STEP: 16 | > loss_disc: 2.191061496734619 (2.33562508225441) | > loss_disc_real_0: 0.12364412099123001 (0.14100316679105163) | > loss_disc_real_1: 0.1936778575181961 (0.1597101418301463) | > loss_disc_real_2: 0.35474079847335815 (0.24856239836663008) | > loss_disc_real_3: 0.28602954745292664 (0.27063557505607605) | > loss_disc_real_4: 0.2080201357603073 (0.2708702702075243) | > loss_disc_real_5: 0.20700068771839142 (0.256161080673337) | > loss_0: 2.191061496734619 (2.33562508225441) | > loss_gen: 3.0850915908813477 (2.688754677772522) | > loss_kl: 2.010345220565796 (2.162518158555031) | > loss_feat: 9.496831893920898 (7.150868833065033) | > loss_mel: 19.71819496154785 (19.729682624340057) | > loss_duration: 2.32719087600708 (2.273578464984894) | > loss_1: 36.63765335083008 (34.0054029226303)  --> STEP: 17 | > loss_disc: 2.7154147624969482 (2.3579656516804413) | > loss_disc_real_0: 0.17238473892211914 (0.1428491416222909) | > loss_disc_real_1: 0.2191241979598999 (0.1632050863083671) | > loss_disc_real_2: 0.2662106454372406 (0.24960053054725423) | > loss_disc_real_3: 0.291324645280838 (0.2718525791869444) | > loss_disc_real_4: 0.38503536581993103 (0.27758586406707764) | > loss_disc_real_5: 0.3985215723514557 (0.26453522724263806) | > loss_0: 2.7154147624969482 (2.3579656516804413) | > loss_gen: 2.6830124855041504 (2.688416901756735) | > loss_kl: 1.9292625188827515 (2.1487972385743084) | > loss_feat: 5.1876654624938965 (7.035386281854966) | > loss_mel: 17.908594131469727 (19.622559771818274) | > loss_duration: 2.3672571182250977 (2.2790889739990234) | > loss_1: 30.075790405273438 (33.77424924513872)  --> STEP: 18 | > loss_disc: 2.1839284896850586 (2.3482969204584756) | > loss_disc_real_0: 0.18063615262508392 (0.14494842001133496) | > loss_disc_real_1: 0.1200355663895607 (0.1608067796462112) | > loss_disc_real_2: 0.29324790835380554 (0.2520253848698404) | > loss_disc_real_3: 0.2116403430700302 (0.2685074549582269) | > loss_disc_real_4: 0.16092166304588318 (0.27110451956590015) | > loss_disc_real_5: 0.23941384255886078 (0.263139594760206) | > loss_0: 2.1839284896850586 (2.3482969204584756) | > loss_gen: 2.706725597381592 (2.689434051513672) | > loss_kl: 2.407435417175293 (2.163166026274363) | > loss_feat: 7.329436779022217 (7.05172242058648) | > loss_mel: 20.162504196166992 (19.65255668428209) | > loss_duration: 2.224350929260254 (2.2760479715135364) | > loss_1: 34.83045196533203 (33.832927174038346)  --> STEP: 19 | > loss_disc: 2.0890932083129883 (2.3346546198192395) | > loss_disc_real_0: 0.10812537372112274 (0.14301036494342903) | > loss_disc_real_1: 0.17523661255836487 (0.16156624453632454) | > loss_disc_real_2: 0.23719999194145203 (0.25124510103150416) | > loss_disc_real_3: 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(6.983587423960368) | > loss_mel: 16.994400024414062 (19.511001995631627) | > loss_duration: 2.205827474594116 (2.276002145948864) | > loss_1: 28.764394760131836 (33.597256796700606)  --> STEP: 22 | > loss_disc: 2.059776544570923 (2.310387969017029) | > loss_disc_real_0: 0.14740484952926636 (0.14321001212705264) | > loss_disc_real_1: 0.13059532642364502 (0.1620703139765696) | > loss_disc_real_2: 0.22898928821086884 (0.2536346749825911) | > loss_disc_real_3: 0.2756293714046478 (0.2617916932160204) | > loss_disc_real_4: 0.18586257100105286 (0.2583424340594899) | > loss_disc_real_5: 0.21672876179218292 (0.25388670712709427) | > loss_0: 2.059776544570923 (2.310387969017029) | > loss_gen: 2.9992523193359375 (2.7029308622533623) | > loss_kl: 1.8305946588516235 (2.123878847468983) | > loss_feat: 9.14378547668457 (7.08177824453874) | > loss_mel: 21.85382843017578 (19.617494106292725) | > loss_duration: 2.148202419281006 (2.2701930674639614) | > loss_1: 37.97566223144531 (33.796275225552634)  --> STEP: 23 | > loss_disc: 2.6124932765960693 (2.3235229823900307) | > loss_disc_real_0: 0.19060146808624268 (0.14527051021223483) | > loss_disc_real_1: 0.16115981340408325 (0.16203072699515714) | > loss_disc_real_2: 0.22394251823425293 (0.25234371164570685) | > loss_disc_real_3: 0.2665005326271057 (0.2619964253643285) | > loss_disc_real_4: 0.25550830364227295 (0.2582192109978718) | > loss_disc_real_5: 0.31599873304367065 (0.25658722999303235) | > loss_0: 2.6124932765960693 (2.3235229823900307) | > loss_gen: 2.2501018047332764 (2.683242642361185) | > loss_kl: 2.085998058319092 (2.122231856636379) | > loss_feat: 5.101926326751709 (6.995697726374087) | > loss_mel: 18.024166107177734 (19.54821897589642) | > loss_duration: 2.2166380882263184 (2.267864590105803) | > loss_1: 29.678829193115234 (33.61725583283796)  --> STEP: 24 | > loss_disc: 2.2666404247283936 (2.321152875820796) | > loss_disc_real_0: 0.12683188915252686 (0.144502234334747) | > loss_disc_real_1: 0.13878940045833588 (0.16106233838945624) | > loss_disc_real_2: 0.26914167404174805 (0.25304362674554187) | > loss_disc_real_3: 0.26791250705718994 (0.2622429287681977) | > loss_disc_real_4: 0.22689343988895416 (0.25691397053500026) | > loss_disc_real_5: 0.23634903132915497 (0.2557439717153708) | > loss_0: 2.2666404247283936 (2.321152875820796) | > loss_gen: 2.703643798828125 (2.6840926905473075) | > loss_kl: 2.292907476425171 (2.1293433407942453) | > loss_feat: 10.464444160461426 (7.140228827794393) | > loss_mel: 20.300580978393555 (19.579567392667133) | > loss_duration: 2.394224166870117 (2.273129572470983) | > loss_1: 38.155799865722656 (33.806361834208154)  --> STEP: 25 | > loss_disc: 2.635575294494629 (2.3337297725677493) | > loss_disc_real_0: 0.14291107654571533 (0.14443858802318574) | > loss_disc_real_1: 0.1614350825548172 (0.16107724815607066) | > loss_disc_real_2: 0.2988271713256836 (0.2548749685287476) | > loss_disc_real_3: 0.22600218653678894 (0.26079329907894133) | > loss_disc_real_4: 0.2784920632839203 (0.25777709424495704) | > loss_disc_real_5: 0.2668361961841583 (0.2561876606941223) | > loss_0: 2.635575294494629 (2.3337297725677493) | > loss_gen: 2.1927571296691895 (2.6644392681121825) | > loss_kl: 2.4518542289733887 (2.1422437763214113) | > loss_feat: 5.594642639160156 (7.078405380249023) | > loss_mel: 19.838970184326172 (19.589943504333498) | > loss_duration: 2.3399102687835693 (2.2758008003234864) | > loss_1: 32.41813278198242 (33.750832672119124)  --> STEP: 26 | > loss_disc: 2.5718092918395996 (2.342886677155128) | > loss_disc_real_0: 0.07835781574249268 (0.1418970198585437) | > loss_disc_real_1: 0.11225778609514236 (0.15919957653834266) | > loss_disc_real_2: 0.31704631447792053 (0.25726617414217734) | > loss_disc_real_3: 0.16101914644241333 (0.2569558316698441) | > loss_disc_real_4: 0.1369503289461136 (0.2531299109642323) | > loss_disc_real_5: 0.10854427516460419 (0.250509068942987) | > loss_0: 2.5718092918395996 (2.342886677155128) | > loss_gen: 1.9334967136383057 (2.63632609294011) | > loss_kl: 2.129366636276245 (2.1417485017042894) | > loss_feat: 13.728728294372559 (7.334187030792236) | > loss_mel: 20.806062698364258 (19.63671731948853) | > loss_duration: 2.2797999382019043 (2.27595461331881) | > loss_1: 40.87745666503906 (34.02493359492374) --> EVAL PERFORMANCE | > avg_loader_time: 0.002308157774118277 (-7.895322946400909e-06) | > avg_loss_disc: 2.342886677155128 (-0.0022071691659779624) | > avg_loss_disc_real_0: 0.1418970198585437 (+0.039485577350625634) | > avg_loss_disc_real_1: 0.15919957653834266 (-0.0939324544026302) | > avg_loss_disc_real_2: 0.25726617414217734 (-0.02491888919701929) | > avg_loss_disc_real_3: 0.2569558316698441 (-0.0218800375094782) | > avg_loss_disc_real_4: 0.2531299109642323 (-0.003234552649351241) | > avg_loss_disc_real_5: 0.250509068942987 (+0.01723296137956476) | > avg_loss_0: 2.342886677155128 (-0.0022071691659779624) | > avg_loss_gen: 2.63632609294011 (-0.0971215871664195) | > avg_loss_kl: 2.1417485017042894 (+0.13778267915432263) | > avg_loss_feat: 7.334187030792236 (+0.07387665601877025) | > avg_loss_mel: 19.63671731948853 (+0.24140016849225177) | > avg_loss_duration: 2.27595461331881 (-0.005548266264109092) | > avg_loss_1: 34.02493359492374 (+0.3503895539503574)  > EPOCH: 156/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:46:41)   --> TIME: 2024-06-10 21:46:48 -- STEP: 19/330 -- GLOBAL_STEP: 139500 | > loss_disc: 2.319770336151123 (2.3146760338231136) | > loss_disc_real_0: 0.13972796499729156 (0.11384056390900361) | > loss_disc_real_1: 0.19018524885177612 (0.1998126522490853) | > loss_disc_real_2: 0.19796133041381836 (0.21541394136453929) | > loss_disc_real_3: 0.20725032687187195 (0.2278106628279937) | > loss_disc_real_4: 0.21843774616718292 (0.23066163298330808) | > loss_disc_real_5: 0.2231711894273758 (0.21462412100089223) | > loss_0: 2.319770336151123 (2.3146760338231136) | > grad_norm_0: tensor(5.3686, device='cuda:0') (tensor(15.7158, device='cuda:0')) | > loss_gen: 2.6176209449768066 (2.5125548714085633) | > loss_kl: 1.4706103801727295 (1.6482639626452797) | > loss_feat: 6.922640800476074 (6.752309472937333) | > loss_mel: 18.97941017150879 (19.733661149677477) | > loss_duration: 2.083688735961914 (2.183207687578703) | > loss_1: 32.073970794677734 (32.82999721326327) | > grad_norm_1: tensor(90.8853, device='cuda:0') (tensor(185.7000, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.3499 (0.33668567004956695) | > loader_time: 0.003 (0.003073378613120631) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_139500.pth  --> TIME: 2024-06-10 21:47:01 -- STEP: 44/330 -- GLOBAL_STEP: 139525 | > loss_disc: 2.3397269248962402 (2.278648631139235) | > loss_disc_real_0: 0.09981602430343628 (0.11254205453124913) | > loss_disc_real_1: 0.18602921068668365 (0.19937547533349556) | > loss_disc_real_2: 0.20464666187763214 (0.21223183518106287) | > loss_disc_real_3: 0.22658586502075195 (0.22349445217035033) | > loss_disc_real_4: 0.24246442317962646 (0.22139574418013747) | > loss_disc_real_5: 0.22664043307304382 (0.21048766882582146) | > loss_0: 2.3397269248962402 (2.278648631139235) | > grad_norm_0: tensor(9.2916, device='cuda:0') (tensor(13.2544, device='cuda:0')) | > loss_gen: 2.4723126888275146 (2.5631508122790954) | > loss_kl: 1.6150575876235962 (1.686426972801035) | > loss_feat: 7.298308372497559 (7.199454914439809) | > loss_mel: 19.95075225830078 (19.808661590922963) | > loss_duration: 1.9915447235107422 (2.1137990192933516) | > loss_1: 33.32797622680664 (33.371492949399084) | > grad_norm_1: tensor(103.9484, device='cuda:0') (tensor(170.6758, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.3384 (0.34249440106478607) | > loader_time: 0.0034 (0.003207640214399858)  --> TIME: 2024-06-10 21:47:10 -- STEP: 69/330 -- GLOBAL_STEP: 139550 | > loss_disc: 2.2803261280059814 (2.270435737526935) | > loss_disc_real_0: 0.1112627238035202 (0.11108571042617162) | > loss_disc_real_1: 0.19678720831871033 (0.1990328685960908) | > loss_disc_real_2: 0.21710273623466492 (0.2131471821795339) | > loss_disc_real_3: 0.24606716632843018 (0.22266799362673276) | > loss_disc_real_4: 0.23104430735111237 (0.21947427957818127) | > loss_disc_real_5: 0.21760348975658417 (0.21086630505928095) | > loss_0: 2.2803261280059814 (2.270435737526935) | > grad_norm_0: tensor(12.6693, device='cuda:0') (tensor(12.8967, device='cuda:0')) | > loss_gen: 2.550720691680908 (2.5701827899269434) | > loss_kl: 1.756698489189148 (1.7041085595669954) | > loss_feat: 7.1607136726379395 (7.308050369870836) | > loss_mel: 18.544218063354492 (19.713502496912863) | > loss_duration: 1.9942132234573364 (2.08942823479141) | > loss_1: 32.00656509399414 (33.385272288668) | > grad_norm_1: tensor(142.5909, device='cuda:0') (tensor(175.9362, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.3523 (0.3441363244816877) | > loader_time: 0.0035 (0.003327936365984488)  --> TIME: 2024-06-10 21:47:19 -- STEP: 94/330 -- GLOBAL_STEP: 139575 | > loss_disc: 2.1647555828094482 (2.2649493902287574) | > loss_disc_real_0: 0.1091991513967514 (0.11135758094965144) | > loss_disc_real_1: 0.16153986752033234 (0.19888492245623407) | > loss_disc_real_2: 0.214443176984787 (0.21319121169917124) | > loss_disc_real_3: 0.20801788568496704 (0.2223995863757235) | > loss_disc_real_4: 0.2064051330089569 (0.217662994214829) | > loss_disc_real_5: 0.20822733640670776 (0.2092476854933069) | > loss_0: 2.1647555828094482 (2.2649493902287574) | > grad_norm_0: tensor(10.4664, device='cuda:0') (tensor(11.7013, device='cuda:0')) | > loss_gen: 2.6977553367614746 (2.5700461864471436) | > loss_kl: 1.7382464408874512 (1.7080337557386844) | > loss_feat: 8.257844924926758 (7.299195680212467) | > loss_mel: 20.217300415039062 (19.578865639706876) | > loss_duration: 2.0935134887695312 (2.080210962194078) | > loss_1: 35.004661560058594 (33.23635223064018) | > grad_norm_1: tensor(142.4389, device='cuda:0') (tensor(159.3291, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.3635 (0.3498172252736193) | > loader_time: 0.0038 (0.003465368392619681)  --> TIME: 2024-06-10 21:47:28 -- STEP: 119/330 -- GLOBAL_STEP: 139600 | > loss_disc: 2.365208625793457 (2.2660070226973827) | > loss_disc_real_0: 0.12592825293540955 (0.11200101579688176) | > loss_disc_real_1: 0.2834351658821106 (0.19867442435577137) | > loss_disc_real_2: 0.2323426753282547 (0.21326586867080013) | > loss_disc_real_3: 0.2554924786090851 (0.2225943435640896) | > loss_disc_real_4: 0.2442566305398941 (0.2180335202387401) | > loss_disc_real_5: 0.246271014213562 (0.21040213433634333) | > loss_0: 2.365208625793457 (2.2660070226973827) | > grad_norm_0: tensor(31.3124, device='cuda:0') (tensor(12.1322, device='cuda:0')) | > loss_gen: 2.662785530090332 (2.5786783354622975) | > loss_kl: 1.7106279134750366 (1.7084258985118705) | > loss_feat: 7.12217378616333 (7.33175379087945) | > loss_mel: 18.671100616455078 (19.546962866262234) | > loss_duration: 2.0439372062683105 (2.075976917723648) | > loss_1: 32.21062469482422 (33.2417977918096) | > grad_norm_1: tensor(284.7123, device='cuda:0') (tensor(157.6215, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.3661 (0.3537155940753071) | > loader_time: 0.0045 (0.0036095170413746555)  --> TIME: 2024-06-10 21:47:38 -- STEP: 144/330 -- GLOBAL_STEP: 139625 | > loss_disc: 2.33180570602417 (2.2696028169658438) | > loss_disc_real_0: 0.12231199443340302 (0.11187130854361588) | > loss_disc_real_1: 0.16724231839179993 (0.19878746403588188) | > loss_disc_real_2: 0.22400635480880737 (0.21326869705484972) | > loss_disc_real_3: 0.19792033731937408 (0.22236568263421455) | > loss_disc_real_4: 0.18979449570178986 (0.21730465431594187) | > loss_disc_real_5: 0.1948508769273758 (0.2100935439682669) | > loss_0: 2.33180570602417 (2.2696028169658438) | > grad_norm_0: tensor(5.7922, device='cuda:0') (tensor(12.7508, device='cuda:0')) | > loss_gen: 2.399372100830078 (2.5795689307981067) | > loss_kl: 1.690800666809082 (1.6973129039009411) | > loss_feat: 7.522993087768555 (7.343979133499993) | > loss_mel: 19.713788986206055 (19.5508620871438) | > loss_duration: 2.04500675201416 (2.077391805748145) | > loss_1: 33.3719596862793 (33.249114844534134) | > grad_norm_1: tensor(222.8968, device='cuda:0') (tensor(173.1301, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.3748 (0.35724622176753146) | > loader_time: 0.0041 (0.0037653197844823203)  --> TIME: 2024-06-10 21:47:48 -- STEP: 169/330 -- GLOBAL_STEP: 139650 | > loss_disc: 2.101717948913574 (2.2666904376103303) | > loss_disc_real_0: 0.08153778314590454 (0.11171584303033423) | > loss_disc_real_1: 0.18928122520446777 (0.19849784293118308) | > loss_disc_real_2: 0.19777847826480865 (0.2129774083928949) | > loss_disc_real_3: 0.18349997699260712 (0.22242283045187505) | > loss_disc_real_4: 0.16422058641910553 (0.2166881503085413) | > loss_disc_real_5: 0.1711573749780655 (0.20960144769157885) | > loss_0: 2.101717948913574 (2.2666904376103303) | > grad_norm_0: tensor(42.1556, device='cuda:0') (tensor(13.8900, device='cuda:0')) | > loss_gen: 2.7563247680664062 (2.585248550719763) | > loss_kl: 1.7032105922698975 (1.6932131207200902) | > loss_feat: 7.8016357421875 (7.362772357534375) | > loss_mel: 18.885408401489258 (19.547662373830587) | > loss_duration: 2.118488073348999 (2.0794502905839995) | > loss_1: 33.26506805419922 (33.26834669621033) | > grad_norm_1: tensor(400.0427, device='cuda:0') (tensor(193.8706, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.364 (0.3603288055171628) | > loader_time: 0.0041 (0.0038370197341286924)  --> TIME: 2024-06-10 21:47:57 -- STEP: 194/330 -- GLOBAL_STEP: 139675 | > loss_disc: 2.2834551334381104 (2.2683637338815252) | > loss_disc_real_0: 0.1558937430381775 (0.11248855742136228) | > loss_disc_real_1: 0.1764260083436966 (0.19828406368027024) | > loss_disc_real_2: 0.24888117611408234 (0.21353592984762387) | > loss_disc_real_3: 0.23108908534049988 (0.22304146306723663) | > loss_disc_real_4: 0.22314214706420898 (0.21732683979051629) | > loss_disc_real_5: 0.19970612227916718 (0.2103376547546731) | > loss_0: 2.2834551334381104 (2.2683637338815252) | > grad_norm_0: tensor(61.6107, device='cuda:0') (tensor(16.3109, device='cuda:0')) | > loss_gen: 2.48494815826416 (2.5946679311929284) | > loss_kl: 1.7055749893188477 (1.6938918933425982) | > loss_feat: 7.590194225311279 (7.388645671077611) | > loss_mel: 20.02098274230957 (19.53531929881302) | > loss_duration: 2.0854361057281494 (2.0850953705532036) | > loss_1: 33.88713836669922 (33.297620153918714) | > grad_norm_1: tensor(241.6712, device='cuda:0') (tensor(209.6821, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.4017 (0.3638574327390218) | > loader_time: 0.0049 (0.003971767179744761)  --> TIME: 2024-06-10 21:48:08 -- STEP: 219/330 -- GLOBAL_STEP: 139700 | > loss_disc: 2.1852505207061768 (2.265144606159157) | > loss_disc_real_0: 0.14940844476222992 (0.11170616633679768) | > loss_disc_real_1: 0.1650671809911728 (0.19770500546993183) | > loss_disc_real_2: 0.21324574947357178 (0.21406011371852057) | > loss_disc_real_3: 0.200984925031662 (0.22230950038727015) | > loss_disc_real_4: 0.21554917097091675 (0.21638428348384492) | > loss_disc_real_5: 0.16988100111484528 (0.20980859939094004) | > loss_0: 2.1852505207061768 (2.265144606159157) | > grad_norm_0: tensor(45.1055, device='cuda:0') (tensor(17.5935, device='cuda:0')) | > loss_gen: 2.710052490234375 (2.604664100359563) | > loss_kl: 1.723411202430725 (1.6946629960787352) | > loss_feat: 8.781444549560547 (7.433498861582856) | > loss_mel: 19.430025100708008 (19.516733404708233) | > loss_duration: 2.1353604793548584 (2.0909095425584) | > loss_1: 34.780296325683594 (33.34046889875578) | > grad_norm_1: tensor(379.6577, device='cuda:0') (tensor(222.6917, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.4039 (0.36795742326675485) | > loader_time: 0.0051 (0.004128686913616583)  --> TIME: 2024-06-10 21:48:18 -- STEP: 244/330 -- GLOBAL_STEP: 139725 | > loss_disc: 2.317211389541626 (2.2670967031697757) | > loss_disc_real_0: 0.07798708975315094 (0.11185798091722317) | > loss_disc_real_1: 0.20978057384490967 (0.1981766034589439) | > loss_disc_real_2: 0.2095794677734375 (0.21391076228169145) | > loss_disc_real_3: 0.20689883828163147 (0.22284803942578738) | > loss_disc_real_4: 0.21720324456691742 (0.2167928036851961) | > loss_disc_real_5: 0.2123575210571289 (0.21008892009248498) | > loss_0: 2.317211389541626 (2.2670967031697757) | > grad_norm_0: tensor(39.7509, device='cuda:0') (tensor(18.4127, device='cuda:0')) | > loss_gen: 2.386977195739746 (2.606107277948347) | > loss_kl: 1.6596333980560303 (1.6944181010371349) | > loss_feat: 7.278817653656006 (7.4419336240799705) | > loss_mel: 18.102886199951172 (19.47102907055714) | > loss_duration: 2.0856223106384277 (2.098299605436012) | > loss_1: 31.51393699645996 (33.311787691272684) | > grad_norm_1: tensor(423.5019, device='cuda:0') (tensor(235.1313, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.4228 (0.3726023152226307) | > loader_time: 0.0055 (0.004259627373492133)  --> TIME: 2024-06-10 21:48:29 -- STEP: 269/330 -- GLOBAL_STEP: 139750 | > loss_disc: 2.216028928756714 (2.268138134789733) | > loss_disc_real_0: 0.12757961452007294 (0.11262916280545267) | > loss_disc_real_1: 0.20363475382328033 (0.19859098119585042) | > loss_disc_real_2: 0.22490526735782623 (0.21394856573259077) | > loss_disc_real_3: 0.2204536646604538 (0.2225225135739408) | > loss_disc_real_4: 0.20092864334583282 (0.21631775314479956) | > loss_disc_real_5: 0.20625311136245728 (0.2102436473156883) | > loss_0: 2.216028928756714 (2.268138134789733) | > grad_norm_0: tensor(33.3565, device='cuda:0') (tensor(18.8763, device='cuda:0')) | > loss_gen: 2.804795503616333 (2.6101592331570753) | > loss_kl: 1.5490118265151978 (1.6960150592832317) | > loss_feat: 7.787548542022705 (7.473349571228027) | > loss_mel: 18.46331024169922 (19.4345567908872) | > loss_duration: 2.192232608795166 (2.10476998369933) | > loss_1: 32.796897888183594 (33.31885063426646) | > grad_norm_1: tensor(510.4741, device='cuda:0') (tensor(244.9433, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.4338 (0.37787362899922083) | > loader_time: 0.0061 (0.004394807780099183)  --> TIME: 2024-06-10 21:48:41 -- STEP: 294/330 -- GLOBAL_STEP: 139775 | > loss_disc: 2.3749451637268066 (2.2736623911630547) | > loss_disc_real_0: 0.1284630298614502 (0.11341728201630163) | > loss_disc_real_1: 0.19400320947170258 (0.20039897214393226) | > loss_disc_real_2: 0.2324136346578598 (0.2143085097678664) | > loss_disc_real_3: 0.220107302069664 (0.22254938799507765) | > loss_disc_real_4: 0.19499552249908447 (0.21614665609030495) | > loss_disc_real_5: 0.1914445161819458 (0.21017543880306944) | > loss_0: 2.3749451637268066 (2.2736623911630547) | > grad_norm_0: tensor(16.8383, device='cuda:0') (tensor(19.7570, device='cuda:0')) | > loss_gen: 2.598798990249634 (2.606739801614463) | > loss_kl: 1.7039645910263062 (1.692304362245158) | > loss_feat: 7.8522725105285645 (7.483849298386347) | > loss_mel: 18.965303421020508 (19.376621486378372) | > loss_duration: 2.2413313388824463 (2.113339408319824) | > loss_1: 33.361671447753906 (33.27285433139932) | > grad_norm_1: tensor(322.6840, device='cuda:0') (tensor(252.2976, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.4587 (0.384166433697655) | > loader_time: 0.0072 (0.004554871799183543)  --> TIME: 2024-06-10 21:48:54 -- STEP: 319/330 -- GLOBAL_STEP: 139800 | > loss_disc: 2.452343463897705 (2.276261255658906) | > loss_disc_real_0: 0.15999221801757812 (0.11464657751276949) | > loss_disc_real_1: 0.19909945130348206 (0.20082165020573475) | > loss_disc_real_2: 0.23062042891979218 (0.21418889184543696) | > loss_disc_real_3: 0.2244429737329483 (0.22245602174238724) | > loss_disc_real_4: 0.18542052805423737 (0.21618173909037838) | > loss_disc_real_5: 0.219722181558609 (0.21010187385037402) | > loss_0: 2.452343463897705 (2.276261255658906) | > grad_norm_0: tensor(11.5702, device='cuda:0') (tensor(20.8918, device='cuda:0')) | > loss_gen: 2.641822099685669 (2.6085994662162273) | > loss_kl: 1.6566898822784424 (1.6888646216228094) | > loss_feat: 8.162548065185547 (7.510817041965114) | > loss_mel: 19.377410888671875 (19.327026373166653) | > loss_duration: 2.3010506629943848 (2.1261018454841696) | > loss_1: 34.139522552490234 (33.261409281189565) | > grad_norm_1: tensor(340.4928, device='cuda:0') (tensor(263.5692, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.5526 (0.39373743795675903) | > loader_time: 0.0084 (0.004781217036949804)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.118227481842041 (2.118227481842041) | > loss_disc_real_0: 0.12335570156574249 (0.12335570156574249) | > loss_disc_real_1: 0.11220467835664749 (0.11220467835664749) | > loss_disc_real_2: 0.3764675259590149 (0.3764675259590149) | > loss_disc_real_3: 0.2346714586019516 (0.2346714586019516) | > loss_disc_real_4: 0.21313947439193726 (0.21313947439193726) | > loss_disc_real_5: 0.12270393967628479 (0.12270393967628479) | > loss_0: 2.118227481842041 (2.118227481842041) | > loss_gen: 2.8404147624969482 (2.8404147624969482) | > loss_kl: 2.020251750946045 (2.020251750946045) | > loss_feat: 8.972833633422852 (8.972833633422852) | > loss_mel: 20.341976165771484 (20.341976165771484) | > loss_duration: 2.8422744274139404 (2.8422744274139404) | > loss_1: 37.01774978637695 (37.01774978637695)  --> STEP: 1 | > loss_disc: 2.399012804031372 (2.399012804031372) | > loss_disc_real_0: 0.14597488939762115 (0.14597488939762115) | > loss_disc_real_1: 0.20993319153785706 (0.20993319153785706) | > loss_disc_real_2: 0.2668474018573761 (0.2668474018573761) | > loss_disc_real_3: 0.26334473490715027 (0.26334473490715027) | > loss_disc_real_4: 0.3010373115539551 (0.3010373115539551) | > loss_disc_real_5: 0.28991934657096863 (0.28991934657096863) | > loss_0: 2.399012804031372 (2.399012804031372) | > loss_gen: 2.885571241378784 (2.885571241378784) | > loss_kl: 2.3462255001068115 (2.3462255001068115) | > loss_feat: 6.562527179718018 (6.562527179718018) | > loss_mel: 21.58755874633789 (21.58755874633789) | > loss_duration: 2.3096680641174316 (2.3096680641174316) | > loss_1: 35.691551208496094 (35.691551208496094)  --> STEP: 2 | > loss_disc: 2.373350143432617 (2.3861814737319946) | > loss_disc_real_0: 0.08332517743110657 (0.11465003341436386) | > loss_disc_real_1: 0.18822427093982697 (0.199078731238842) | > loss_disc_real_2: 0.3350713551044464 (0.30095937848091125) | > loss_disc_real_3: 0.2834656834602356 (0.27340520918369293) | > loss_disc_real_4: 0.2534445524215698 (0.27724093198776245) | > loss_disc_real_5: 0.28111472725868225 (0.28551703691482544) | > loss_0: 2.373350143432617 (2.3861814737319946) | > loss_gen: 2.980316638946533 (2.9329439401626587) | > loss_kl: 2.309504747390747 (2.3278651237487793) | > loss_feat: 6.886054992675781 (6.724291086196899) | > loss_mel: 20.533578872680664 (21.060568809509277) | > loss_duration: 2.354292869567871 (2.3319804668426514) | > loss_1: 35.06374740600586 (35.37764930725098)  --> STEP: 3 | > loss_disc: 2.0161287784576416 (2.2628305753072104) | > loss_disc_real_0: 0.04007881134748459 (0.08979295939207077) | > loss_disc_real_1: 0.22303204238414764 (0.20706316828727722) | > loss_disc_real_2: 0.26256421208381653 (0.2881609896818797) | > loss_disc_real_3: 0.17413191497325897 (0.24031411111354828) | > loss_disc_real_4: 0.19919714331626892 (0.2512263357639313) | > loss_disc_real_5: 0.20446155965328217 (0.25849854449431103) | > loss_0: 2.0161287784576416 (2.2628305753072104) | > loss_gen: 2.7353532314300537 (2.8670803705851235) | > loss_kl: 2.3532676696777344 (2.336332639058431) | > loss_feat: 7.9979329109191895 (7.148838361104329) | > loss_mel: 22.00827407836914 (21.3764705657959) | > loss_duration: 2.137390613555908 (2.267117182413737) | > loss_1: 37.232215881347656 (35.9958381652832)  --> STEP: 4 | > loss_disc: 2.5003371238708496 (2.32220721244812) | > loss_disc_real_0: 0.09895188361406326 (0.0920826904475689) | > loss_disc_real_1: 0.31769615411758423 (0.23472141474485397) | > loss_disc_real_2: 0.24680538475513458 (0.2778220884501934) | > loss_disc_real_3: 0.28865787386894226 (0.2524000518023968) | > loss_disc_real_4: 0.3054140508174896 (0.26477326452732086) | > loss_disc_real_5: 0.29951608180999756 (0.26875292882323265) | > loss_0: 2.5003371238708496 (2.32220721244812) | > loss_gen: 2.504741668701172 (2.7764956951141357) | > loss_kl: 2.089078903198242 (2.274519205093384) | > loss_feat: 4.471334457397461 (6.479462385177612) | > loss_mel: 18.791610717773438 (20.730255603790283) | > loss_duration: 2.21750545501709 (2.254714250564575) | > loss_1: 30.07427215576172 (34.51544666290283)  --> STEP: 5 | > loss_disc: 2.379652500152588 (2.3336962699890136) | > loss_disc_real_0: 0.0800284668803215 (0.08967184573411942) | > loss_disc_real_1: 0.23842348158359528 (0.23546182811260224) | > loss_disc_real_2: 0.22671404480934143 (0.267600479722023) | > loss_disc_real_3: 0.18101418018341064 (0.23812287747859956) | > loss_disc_real_4: 0.325128972530365 (0.2768444061279297) | > loss_disc_real_5: 0.24368435144424438 (0.263739213347435) | > loss_0: 2.379652500152588 (2.3336962699890136) | > loss_gen: 2.418308973312378 (2.704858350753784) | > loss_kl: 2.0241734981536865 (2.2244500637054445) | > loss_feat: 5.351386070251465 (6.253847122192383) | > loss_mel: 19.359142303466797 (20.456032943725585) | > loss_duration: 2.362260103225708 (2.2762234210968018) | > loss_1: 31.51527214050293 (33.91541175842285)  --> STEP: 6 | > loss_disc: 2.546311140060425 (2.369132081667582) | > loss_disc_real_0: 0.21030981838703156 (0.10977817450960477) | > loss_disc_real_1: 0.20550642907619476 (0.23046926160653433) | > loss_disc_real_2: 0.3909353017807007 (0.28815628339846927) | > loss_disc_real_3: 0.2175462394952774 (0.23469343781471252) | > loss_disc_real_4: 0.27849653363227844 (0.2771197607119878) | > loss_disc_real_5: 0.2289014607667923 (0.2579329212506612) | > loss_0: 2.546311140060425 (2.369132081667582) | > loss_gen: 2.6140811443328857 (2.6897288163503013) | > loss_kl: 2.102447748184204 (2.2041163444519043) | > loss_feat: 5.403367519378662 (6.11210052172343) | > loss_mel: 19.80973243713379 (20.348316192626953) | > loss_duration: 2.1928961277008057 (2.2623355388641357) | > loss_1: 32.12252426147461 (33.616597175598145)  --> STEP: 7 | > loss_disc: 2.1787333488464355 (2.3419322626931325) | > loss_disc_real_0: 0.1648664027452469 (0.11764792140041079) | > loss_disc_real_1: 0.24755853414535522 (0.2329105862549373) | > loss_disc_real_2: 0.2710062265396118 (0.28570627527577536) | > loss_disc_real_3: 0.2572173774242401 (0.23791114347321646) | > loss_disc_real_4: 0.23701506853103638 (0.2713905189718519) | > loss_disc_real_5: 0.1877354085445404 (0.24790470514978682) | > loss_0: 2.1787333488464355 (2.3419322626931325) | > loss_gen: 2.9078736305236816 (2.7208923612322127) | > loss_kl: 2.7164313793182373 (2.2773042065756663) | > loss_feat: 6.716901779174805 (6.1985007013593405) | > loss_mel: 20.962953567504883 (20.43612153189523) | > loss_duration: 2.4151597023010254 (2.284167562212263) | > loss_1: 35.719322204589844 (33.9169864654541)  --> STEP: 8 | > loss_disc: 2.2883682250976562 (2.335236757993698) | > loss_disc_real_0: 0.1505855768918991 (0.12176512833684683) | > loss_disc_real_1: 0.205491304397583 (0.22948317602276802) | > loss_disc_real_2: 0.2260427325963974 (0.2782483324408531) | > loss_disc_real_3: 0.23823444545269012 (0.23795155622065067) | > loss_disc_real_4: 0.20250825583934784 (0.2627802360802889) | > loss_disc_real_5: 0.18828578293323517 (0.24045233987271786) | > loss_0: 2.2883682250976562 (2.335236757993698) | > loss_gen: 2.4704060554504395 (2.689581573009491) | > loss_kl: 2.439700126647949 (2.2976036965847015) | > loss_feat: 6.563089370727539 (6.244074285030365) | > loss_mel: 17.961559295654297 (20.126801252365112) | > loss_duration: 2.173793077468872 (2.270370751619339) | > loss_1: 31.60854721069336 (33.62843155860901)  --> STEP: 9 | > loss_disc: 2.079857587814331 (2.306861294640435) | > loss_disc_real_0: 0.14750641584396362 (0.12462527139319314) | > loss_disc_real_1: 0.14486455917358398 (0.2200811074839698) | > loss_disc_real_2: 0.30047857761383057 (0.2807183596822951) | > loss_disc_real_3: 0.19690518081188202 (0.2333908478418986) | > loss_disc_real_4: 0.1599605679512024 (0.2513558285103904) | > loss_disc_real_5: 0.20194007456302643 (0.23617319928275216) | > loss_0: 2.079857587814331 (2.306861294640435) | > loss_gen: 2.7768592834472656 (2.699279096391466) | > loss_kl: 1.6387826204299927 (2.224401354789734) | > loss_feat: 9.899140357971191 (6.650192737579346) | > loss_mel: 20.47272491455078 (20.165237214830185) | > loss_duration: 2.049171209335327 (2.245793024698893) | > loss_1: 36.83667755126953 (33.98490333557129)  --> STEP: 10 | > loss_disc: 1.9466410875320435 (2.270839273929596) | > loss_disc_real_0: 0.12040959298610687 (0.12420370355248452) | > loss_disc_real_1: 0.22751006484031677 (0.2208240032196045) | > loss_disc_real_2: 0.2294037789106369 (0.2755869016051292) | > loss_disc_real_3: 0.15863434970378876 (0.22591519802808763) | > loss_disc_real_4: 0.1516721397638321 (0.24138745963573455) | > loss_disc_real_5: 0.09883702546358109 (0.22243958190083504) | > loss_0: 1.9466410875320435 (2.270839273929596) | > loss_gen: 2.844780921936035 (2.713829278945923) | > loss_kl: 1.9745763540267944 (2.19941885471344) | > loss_feat: 7.724750995635986 (6.757648563385009) | > loss_mel: 20.53931999206543 (20.20264549255371) | > loss_duration: 2.2702505588531494 (2.248238778114319) | > loss_1: 35.35367965698242 (34.121780967712404)  --> STEP: 11 | > loss_disc: 2.261174440383911 (2.26996065269817) | > loss_disc_real_0: 0.0796959400177002 (0.12015754323114049) | > loss_disc_real_1: 0.16234801709651947 (0.2155080044811422) | > loss_disc_real_2: 0.31008613109588623 (0.27872319519519806) | > loss_disc_real_3: 0.20660406351089478 (0.22415964034470645) | > loss_disc_real_4: 0.28027433156967163 (0.24492262981154703) | > loss_disc_real_5: 0.2759716212749481 (0.2273061309348453) | > loss_0: 2.261174440383911 (2.26996065269817) | > loss_gen: 2.8575968742370605 (2.7268990603360264) | > loss_kl: 2.3642494678497314 (2.2144034559076484) | > loss_feat: 8.587221145629883 (6.923973343589089) | > loss_mel: 18.8991756439209 (20.08414823358709) | > loss_duration: 2.4014077186584473 (2.2621632272546943) | > loss_1: 35.10965347290039 (34.211587559093125)  --> STEP: 12 | > loss_disc: 2.4137096405029297 (2.2819397350152335) | > loss_disc_real_0: 0.19253282248973846 (0.12618881650269032) | > loss_disc_real_1: 0.2518373727798462 (0.21853545183936754) | > loss_disc_real_2: 0.3079010248184204 (0.28115468099713326) | > loss_disc_real_3: 0.2787275016307831 (0.22870696211854616) | > loss_disc_real_4: 0.3296744227409363 (0.25198527922232944) | > loss_disc_real_5: 0.3117183446884155 (0.23434048208097616) | > loss_0: 2.4137096405029297 (2.2819397350152335) | > loss_gen: 3.1861274242401123 (2.765168090661367) | > loss_kl: 1.7654409408569336 (2.1769899129867554) | > loss_feat: 7.322060585021973 (6.957147280375163) | > loss_mel: 19.456451416015625 (20.031840165456135) | > loss_duration: 2.224870443344116 (2.259055495262146) | > loss_1: 33.95494842529297 (34.19020096460978)  --> STEP: 13 | > loss_disc: 2.491591453552246 (2.298066790287311) | > loss_disc_real_0: 0.13237452507019043 (0.12666464023865187) | > loss_disc_real_1: 0.26514551043510437 (0.22212084096211654) | > loss_disc_real_2: 0.3766351342201233 (0.28849933124505556) | > loss_disc_real_3: 0.245977520942688 (0.23003546664348015) | > loss_disc_real_4: 0.23491010069847107 (0.2506718039512634) | > loss_disc_real_5: 0.37220299243927 (0.2449452905700757) | > loss_0: 2.491591453552246 (2.298066790287311) | > loss_gen: 3.112030029296875 (2.7918497782487135) | > loss_kl: 1.7683004140853882 (2.145552259225112) | > loss_feat: 8.149786949157715 (7.048888793358436) | > loss_mel: 18.61001968383789 (19.92246935917781) | > loss_duration: 2.130120277404785 (2.2491374015808105) | > loss_1: 33.77025604248047 (34.15789750906137)  --> STEP: 14 | > loss_disc: 2.500491142272949 (2.312525672572) | > loss_disc_real_0: 0.22797420620918274 (0.1339010378079755) | > loss_disc_real_1: 0.13462908565998077 (0.21587142986910685) | > loss_disc_real_2: 0.362214058637619 (0.29376466891595293) | > loss_disc_real_3: 0.24322205781936646 (0.23097736601318633) | > loss_disc_real_4: 0.22399376332759857 (0.24876622962100164) | > loss_disc_real_5: 0.22900941967964172 (0.24380701407790184) | > loss_0: 2.500491142272949 (2.312525672572) | > loss_gen: 2.8610050678253174 (2.7967894417898997) | > loss_kl: 2.838977575302124 (2.1950826389448985) | > loss_feat: 8.695239067077637 (7.166485241481236) | > loss_mel: 21.438074111938477 (20.030726841517858) | > loss_duration: 2.343881130218506 (2.2559048107692172) | > loss_1: 38.17717361450195 (34.44498865944998)  --> STEP: 15 | > loss_disc: 2.1918652057647705 (2.3044816414515177) | > loss_disc_real_0: 0.07561361789703369 (0.1300152098139127) | > loss_disc_real_1: 0.1698649376630783 (0.21280433038870494) | > loss_disc_real_2: 0.2415708303451538 (0.2902850796778997) | > loss_disc_real_3: 0.3013218939304352 (0.23566700120766956) | > loss_disc_real_4: 0.2126893252134323 (0.24636110266049702) | > loss_disc_real_5: 0.22944040596485138 (0.24284924020369847) | > loss_0: 2.1918652057647705 (2.3044816414515177) | > loss_gen: 2.8260843753814697 (2.798742437362671) | > loss_kl: 1.9055120944976807 (2.1757779359817504) | > loss_feat: 9.073211669921875 (7.293600336710612) | > loss_mel: 21.27454376220703 (20.113647969563804) | > loss_duration: 2.242750406265259 (2.2550278504689536) | > loss_1: 37.32210159301758 (34.636796188354495)  --> STEP: 16 | > loss_disc: 2.551347255706787 (2.319910742342472) | > loss_disc_real_0: 0.14222514629364014 (0.13077833084389567) | > loss_disc_real_1: 0.24082879722118378 (0.21455585956573486) | > loss_disc_real_2: 0.3531905710697174 (0.2942166728898883) | > loss_disc_real_3: 0.28310370445251465 (0.2386317951604724) | > loss_disc_real_4: 0.3147224187850952 (0.2506336849182844) | > loss_disc_real_5: 0.24958109855651855 (0.24326998135074973) | > loss_0: 2.551347255706787 (2.319910742342472) | > loss_gen: 2.8518927097320557 (2.8020643293857574) | > loss_kl: 2.122427225112915 (2.1724435165524483) | > loss_feat: 7.461879253387451 (7.304117769002914) | > loss_mel: 18.97909164428711 (20.04273819923401) | > loss_duration: 2.3443307876586914 (2.260609284043312) | > loss_1: 33.759620666503906 (34.58197271823883)  --> STEP: 17 | > loss_disc: 2.288586139678955 (2.3180681186563827) | > loss_disc_real_0: 0.1676344871520996 (0.1329463400384959) | > loss_disc_real_1: 0.12423424422740936 (0.20924282336936278) | > loss_disc_real_2: 0.3584267497062683 (0.2979937362320283) | > loss_disc_real_3: 0.2724577784538269 (0.2406215588836109) | > loss_disc_real_4: 0.24243195354938507 (0.25015123013187857) | > loss_disc_real_5: 0.2985368072986603 (0.24652097111239152) | > loss_0: 2.288586139678955 (2.3180681186563827) | > loss_gen: 2.950676441192627 (2.810806218315573) | > loss_kl: 1.661320447921753 (2.142377453691819) | > loss_feat: 7.515154838562012 (7.316531714271097) | > loss_mel: 19.663049697875977 (20.020403581507065) | > loss_duration: 2.3508780002593994 (2.2659192085266113) | > loss_1: 34.14107894897461 (34.55603779063505)  --> STEP: 18 | > loss_disc: 2.0045859813690186 (2.3006524443626404) | > loss_disc_real_0: 0.07752649486064911 (0.12986745975083774) | > loss_disc_real_1: 0.12545570731163025 (0.20458798358837763) | > loss_disc_real_2: 0.2707654535770416 (0.29648105386230683) | > loss_disc_real_3: 0.18616731464862823 (0.23759632309277853) | > loss_disc_real_4: 0.22861039638519287 (0.2489545171459516) | > loss_disc_real_5: 0.2208109349012375 (0.24509263576732743) | > loss_0: 2.0045859813690186 (2.3006524443626404) | > loss_gen: 2.758668899536133 (2.807909700605604) | > loss_kl: 2.299368381500244 (2.1510991719033985) | > loss_feat: 9.04105281829834 (7.41233844227261) | > loss_mel: 19.41263771057129 (19.98663881089952) | > loss_duration: 2.2209243774414062 (2.2634194956885443) | > loss_1: 35.73265075683594 (34.62140517764621)  --> STEP: 19 | > loss_disc: 2.501391649246216 (2.3112176656723022) | > loss_disc_real_0: 0.2119654417037964 (0.13418840616941452) | > loss_disc_real_1: 0.26070016622543335 (0.20754125635874898) | > loss_disc_real_2: 0.36491820216178894 (0.30008300903596374) | > loss_disc_real_3: 0.2712016999721527 (0.23936502713906138) | > loss_disc_real_4: 0.32891109585762024 (0.25316275813077627) | > loss_disc_real_5: 0.25066906213760376 (0.2453861318920788) | > loss_0: 2.501391649246216 (2.3112176656723022) | > loss_gen: 2.8971786499023438 (2.8126080663580644) | > loss_kl: 1.4555460214614868 (2.114491111353824) | > loss_feat: 6.655449867248535 (7.372502201481869) | > loss_mel: 17.695533752441406 (19.866054334138568) | > loss_duration: 2.313777446746826 (2.2660699141652962) | > loss_1: 31.017486572265625 (34.43172525104723)  --> STEP: 20 | > loss_disc: 2.3847527503967285 (2.3148944199085237) | > loss_disc_real_0: 0.1730552762746811 (0.13613174967467784) | > loss_disc_real_1: 0.2031261920928955 (0.2073205031454563) | > loss_disc_real_2: 0.34858301281929016 (0.3025080092251301) | > loss_disc_real_3: 0.2571822702884674 (0.2402558892965317) | > loss_disc_real_4: 0.22600744664669037 (0.25180499255657196) | > loss_disc_real_5: 0.19149263203144073 (0.2426914568990469) | > loss_0: 2.3847527503967285 (2.3148944199085237) | > loss_gen: 2.712284803390503 (2.807591903209686) | > loss_kl: 1.7798634767532349 (2.0977597296237946) | > loss_feat: 6.599543571472168 (7.3338542699813845) | > loss_mel: 20.565711975097656 (19.901037216186523) | > loss_duration: 2.305310010910034 (2.268031919002533) | > loss_1: 33.962711334228516 (34.4082745552063)  --> STEP: 21 | > loss_disc: 2.6131210327148438 (2.329095687185015) | > loss_disc_real_0: 0.16850799322128296 (0.13767347555784953) | > loss_disc_real_1: 0.2565237879753113 (0.20966351670878275) | > loss_disc_real_2: 0.36706680059432983 (0.30558223738556817) | > loss_disc_real_3: 0.28735533356666565 (0.24249871997606187) | > loss_disc_real_4: 0.3067748546600342 (0.2544226050376892) | > loss_disc_real_5: 0.3141494691371918 (0.2460942193865776) | > loss_0: 2.6131210327148438 (2.329095687185015) | > loss_gen: 2.8995707035064697 (2.8119718460809615) | > loss_kl: 1.8999347686767578 (2.0883394933882213) | > loss_feat: 4.994833946228027 (7.222472349802653) | > loss_mel: 15.871916770935059 (19.709174337841215) | > loss_duration: 2.1584317684173584 (2.262812864212763) | > loss_1: 27.824687957763672 (34.094770431518555)  --> STEP: 22 | > loss_disc: 1.9665027856826782 (2.312614191662181) | > loss_disc_real_0: 0.06931426376104355 (0.13456623865799472) | > loss_disc_real_1: 0.13553813099861145 (0.20629418099468405) | > loss_disc_real_2: 0.22214680910110474 (0.30178971791809256) | > loss_disc_real_3: 0.16556192934513092 (0.23900159312920136) | > loss_disc_real_4: 0.21590609848499298 (0.2526718547398394) | > loss_disc_real_5: 0.20010346174240112 (0.2440037304027514) | > loss_0: 1.9665027856826782 (2.312614191662181) | > loss_gen: 2.6262869834899902 (2.803531625054099) | > loss_kl: 1.8829896450042725 (2.0790054093707693) | > loss_feat: 8.892921447753906 (7.2984018542549824) | > loss_mel: 22.522600173950195 (19.837057330391623) | > loss_duration: 2.146073579788208 (2.257506533102556) | > loss_1: 38.07086944580078 (34.27550220489502)  --> STEP: 23 | > loss_disc: 2.1710519790649414 (2.3064593128536055) | > loss_disc_real_0: 0.1097617968916893 (0.13348778466815536) | > loss_disc_real_1: 0.180925652384758 (0.20519120148990466) | > loss_disc_real_2: 0.187034010887146 (0.29680033935152966) | > loss_disc_real_3: 0.24535953998565674 (0.23927802560122116) | > loss_disc_real_4: 0.24666240811347961 (0.25241057445173676) | > loss_disc_real_5: 0.22426576912403107 (0.24314555817324182) | > loss_0: 2.1710519790649414 (2.3064593128536055) | > loss_gen: 2.8790323734283447 (2.806814266287762) | > loss_kl: 2.312300682067871 (2.08914868209673) | > loss_feat: 7.353271961212158 (7.300787511079208) | > loss_mel: 19.75892448425293 (19.833660250124723) | > loss_duration: 2.2849338054656982 (2.2586990232053012) | > loss_1: 34.58846664428711 (34.289109354433805)  --> STEP: 24 | > loss_disc: 2.2353515625 (2.3034964899222055) | > loss_disc_real_0: 0.20782503485679626 (0.13658517009268206) | > loss_disc_real_1: 0.22977663576602936 (0.20621559458474317) | > loss_disc_real_2: 0.2871048152446747 (0.2963963591804107) | > loss_disc_real_3: 0.2540144920349121 (0.2398920450359583) | > loss_disc_real_4: 0.25196754932403564 (0.25239211507141585) | > loss_disc_real_5: 0.21204771101474762 (0.2418498145416379) | > loss_0: 2.2353515625 (2.3034964899222055) | > loss_gen: 3.0751848220825195 (2.8179963727792106) | > loss_kl: 2.2834582328796387 (2.097244913379351) | > loss_feat: 6.237539291381836 (7.256485501925151) | > loss_mel: 18.724428176879883 (19.787442247072857) | > loss_duration: 2.4066524505615234 (2.264863749345144) | > loss_1: 32.727264404296875 (34.224032481511436)  --> STEP: 25 | > loss_disc: 2.2109174728393555 (2.2997933292388915) | > loss_disc_real_0: 0.09136699140071869 (0.13477644294500352) | > loss_disc_real_1: 0.21732430160045624 (0.2066599428653717) | > loss_disc_real_2: 0.32419073581695557 (0.2975081342458725) | > loss_disc_real_3: 0.25095680356025696 (0.24033463537693023) | > loss_disc_real_4: 0.22065117955207825 (0.25112247765064233) | > loss_disc_real_5: 0.1607159972190857 (0.23860446184873582) | > loss_0: 2.2109174728393555 (2.2997933292388915) | > loss_gen: 2.94773268699646 (2.8231858253479003) | > loss_kl: 2.2538681030273438 (2.103509840965271) | > loss_feat: 8.731975555419922 (7.3155051040649415) | > loss_mel: 18.12546730041504 (19.720963249206545) | > loss_duration: 2.367326021194458 (2.2689622402191163) | > loss_1: 34.426368713378906 (34.23212593078613)  --> STEP: 26 | > loss_disc: 1.9684674739837646 (2.287050027113694) | > loss_disc_real_0: 0.1155233159661293 (0.13403593806120065) | > loss_disc_real_1: 0.17736884951591492 (0.20553336235193106) | > loss_disc_real_2: 0.200002521276474 (0.29375791836243415) | > loss_disc_real_3: 0.1609705686569214 (0.23728217127231452) | > loss_disc_real_4: 0.11376750469207764 (0.24583959407531292) | > loss_disc_real_5: 0.17476841807365417 (0.23614922939584806) | > loss_0: 1.9684674739837646 (2.287050027113694) | > loss_gen: 3.3073415756225586 (2.8418072003584642) | > loss_kl: 1.9741894006729126 (2.0985359778771033) | > loss_feat: 16.135854721069336 (7.654749320103572) | > loss_mel: 19.34783172607422 (19.706612036778377) | > loss_duration: 2.2831172943115234 (2.2695066653765164) | > loss_1: 43.04833984375 (34.571211081284744) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024446615805992712 (+0.00013650380648099402) | > avg_loss_disc: 2.287050027113694 (-0.05583665004143379) | > avg_loss_disc_real_0: 0.13403593806120065 (-0.007861081797343045) | > avg_loss_disc_real_1: 0.20553336235193106 (+0.04633378581358841) | > avg_loss_disc_real_2: 0.29375791836243415 (+0.036491744220256805) | > avg_loss_disc_real_3: 0.23728217127231452 (-0.019673660397529574) | > avg_loss_disc_real_4: 0.24583959407531292 (-0.0072903168889194014) | > avg_loss_disc_real_5: 0.23614922939584806 (-0.014359839547138958) | > avg_loss_0: 2.287050027113694 (-0.05583665004143379) | > avg_loss_gen: 2.8418072003584642 (+0.20548110741835401) | > avg_loss_kl: 2.0985359778771033 (-0.0432125238271861) | > avg_loss_feat: 7.654749320103572 (+0.32056228931133557) | > avg_loss_mel: 19.706612036778377 (+0.06989471728984853) | > avg_loss_duration: 2.2695066653765164 (-0.006447947942293641) | > avg_loss_1: 34.571211081284744 (+0.5462774863610065)  > EPOCH: 157/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:49:20)   --> TIME: 2024-06-10 21:49:26 -- STEP: 14/330 -- GLOBAL_STEP: 139825 | > loss_disc: 2.260176181793213 (2.3469396318708147) | > loss_disc_real_0: 0.126755952835083 (0.11688877801809992) | > loss_disc_real_1: 0.20051006972789764 (0.20577058728252137) | > loss_disc_real_2: 0.2314966768026352 (0.22163430814232146) | > loss_disc_real_3: 0.24660059809684753 (0.23370366117783956) | > loss_disc_real_4: 0.21607013046741486 (0.2254882859332221) | > loss_disc_real_5: 0.20779547095298767 (0.21915592146771296) | > loss_0: 2.260176181793213 (2.3469396318708147) | > grad_norm_0: tensor(22.3202, device='cuda:0') (tensor(10.8988, device='cuda:0')) | > loss_gen: 2.668139934539795 (2.5276165349142894) | > loss_kl: 1.9581831693649292 (1.6628534538405282) | > loss_feat: 7.112741470336914 (6.9236606529780795) | > loss_mel: 19.97443962097168 (19.82828058515276) | > loss_duration: 2.1088972091674805 (2.204776304108756) | > loss_1: 33.82240295410156 (33.14718736921038) | > grad_norm_1: tensor(102.7151, device='cuda:0') (tensor(107.3397, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3571 (0.3507793630872454) | > loader_time: 0.0029 (0.0029714107513427734)  --> TIME: 2024-06-10 21:49:35 -- STEP: 39/330 -- GLOBAL_STEP: 139850 | > loss_disc: 2.292128086090088 (2.288222991503202) | > loss_disc_real_0: 0.09586495161056519 (0.11296642151398537) | > loss_disc_real_1: 0.20748737454414368 (0.2000103092346436) | > loss_disc_real_2: 0.21697299182415009 (0.2142946177568191) | > loss_disc_real_3: 0.2526840567588806 (0.2251845930631344) | > loss_disc_real_4: 0.20920957624912262 (0.21836467660390413) | > loss_disc_real_5: 0.20166468620300293 (0.21034973363081613) | > loss_0: 2.292128086090088 (2.288222991503202) | > grad_norm_0: tensor(5.9859, device='cuda:0') (tensor(11.8905, device='cuda:0')) | > loss_gen: 2.699108123779297 (2.5582285844362698) | > loss_kl: 1.7976154088974 (1.6980219406959338) | > loss_feat: 8.022073745727539 (7.206976719391652) | > loss_mel: 19.336191177368164 (19.698138554890953) | > loss_duration: 2.0951483249664307 (2.122371184520232) | > loss_1: 33.950138092041016 (33.28373688917894) | > grad_norm_1: tensor(175.6575, device='cuda:0') (tensor(129.2121, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3687 (0.354370483985314) | > loader_time: 0.0032 (0.003116638232500125)  --> TIME: 2024-06-10 21:49:44 -- STEP: 64/330 -- GLOBAL_STEP: 139875 | > loss_disc: 2.27960205078125 (2.267464954406023) | > loss_disc_real_0: 0.13829411566257477 (0.1118019773857668) | > loss_disc_real_1: 0.1924811750650406 (0.20106026739813387) | > loss_disc_real_2: 0.2006237953901291 (0.2132497492711991) | > loss_disc_real_3: 0.19941595196723938 (0.22421720204874873) | > loss_disc_real_4: 0.18561618030071259 (0.21683616028167307) | > loss_disc_real_5: 0.20796263217926025 (0.20866298535838723) | > loss_0: 2.27960205078125 (2.267464954406023) | > grad_norm_0: tensor(5.2731, device='cuda:0') (tensor(12.7637, device='cuda:0')) | > loss_gen: 2.585742473602295 (2.5805762968957424) | > loss_kl: 1.7498602867126465 (1.7016549836844206) | > loss_feat: 8.440530776977539 (7.328572608530521) | > loss_mel: 20.062767028808594 (19.642382115125656) | > loss_duration: 2.063138484954834 (2.094896743074059) | > loss_1: 34.90203857421875 (33.3480826318264) | > grad_norm_1: tensor(186.8401, device='cuda:0') (tensor(143.7393, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3512 (0.3553762622177601) | > loader_time: 0.0033 (0.003203894942998886)  --> TIME: 2024-06-10 21:49:53 -- STEP: 89/330 -- GLOBAL_STEP: 139900 | > loss_disc: 2.2459185123443604 (2.25739410218228) | > loss_disc_real_0: 0.12255679070949554 (0.11197954474875096) | > loss_disc_real_1: 0.16171260178089142 (0.20089874491932685) | > loss_disc_real_2: 0.24804608523845673 (0.21447777262564455) | > loss_disc_real_3: 0.2084759622812271 (0.2222575131761894) | > loss_disc_real_4: 0.2125042974948883 (0.2160551445872596) | > loss_disc_real_5: 0.19010716676712036 (0.20723525543561142) | > loss_0: 2.2459185123443604 (2.25739410218228) | > grad_norm_0: tensor(20.9546, device='cuda:0') (tensor(14.7211, device='cuda:0')) | > loss_gen: 2.4720678329467773 (2.5982378547111247) | > loss_kl: 1.5974962711334229 (1.7010378797402546) | > loss_feat: 7.170894145965576 (7.408722679266769) | > loss_mel: 18.467527389526367 (19.650700022665305) | > loss_duration: 2.0802805423736572 (2.080886839480882) | > loss_1: 31.788265228271484 (33.4395849463645) | > grad_norm_1: tensor(92.5704, device='cuda:0') (tensor(169.7367, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3625 (0.35789274633600476) | > loader_time: 0.0035 (0.003285959865270036)  --> TIME: 2024-06-10 21:50:03 -- STEP: 114/330 -- GLOBAL_STEP: 139925 | > loss_disc: 2.2549612522125244 (2.255442090201794) | > loss_disc_real_0: 0.08623617142438889 (0.11281907447336013) | > loss_disc_real_1: 0.1635090559720993 (0.19962460456187264) | > loss_disc_real_2: 0.17998485267162323 (0.21405941051872154) | > loss_disc_real_3: 0.22613944113254547 (0.22244492918252945) | > loss_disc_real_4: 0.19235754013061523 (0.21566134129177061) | > loss_disc_real_5: 0.1794000118970871 (0.20655413939241776) | > loss_0: 2.2549612522125244 (2.255442090201794) | > grad_norm_0: tensor(23.2806, device='cuda:0') (tensor(16.5053, device='cuda:0')) | > loss_gen: 2.4739229679107666 (2.607905103449235) | > loss_kl: 1.6317118406295776 (1.7031293783271524) | > loss_feat: 7.97113561630249 (7.435652134711282) | > loss_mel: 20.5655574798584 (19.619254463597347) | > loss_duration: 2.053971290588379 (2.0766379153519336) | > loss_1: 34.69629669189453 (33.442578800937596) | > grad_norm_1: tensor(318.9841, device='cuda:0') (tensor(197.6491, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3638 (0.3585038854364763) | > loader_time: 0.0036 (0.003385345141092936)  --> TIME: 2024-06-10 21:50:12 -- STEP: 139/330 -- GLOBAL_STEP: 139950 | > loss_disc: 2.2046010494232178 (2.2561062119847564) | > loss_disc_real_0: 0.14008477330207825 (0.11264783382522973) | > loss_disc_real_1: 0.1572609692811966 (0.19892570151270722) | > loss_disc_real_2: 0.18560342490673065 (0.2132128726878612) | > loss_disc_real_3: 0.22624565660953522 (0.2228386456803452) | > loss_disc_real_4: 0.21744416654109955 (0.2164199438026483) | > loss_disc_real_5: 0.1697694957256317 (0.2077621619263999) | > loss_0: 2.2046010494232178 (2.2561062119847564) | > grad_norm_0: tensor(10.1212, device='cuda:0') (tensor(17.0887, device='cuda:0')) | > loss_gen: 2.550114154815674 (2.604239348884966) | > loss_kl: 1.7036926746368408 (1.7020589722146235) | > loss_feat: 7.605404376983643 (7.424073287908979) | > loss_mel: 18.823923110961914 (19.595971786718575) | > loss_duration: 2.151383876800537 (2.07798594450779) | > loss_1: 32.83451843261719 (33.40432921759517) | > grad_norm_1: tensor(405.2451, device='cuda:0') (tensor(208.0304, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3695 (0.35981119622429497) | > loader_time: 0.0039 (0.003490003750478621)  --> TIME: 2024-06-10 21:50:22 -- STEP: 164/330 -- GLOBAL_STEP: 139975 | > loss_disc: 2.255655527114868 (2.257310341044169) | > loss_disc_real_0: 0.13091446459293365 (0.11190192267389559) | > loss_disc_real_1: 0.15887542068958282 (0.19849101417675255) | > loss_disc_real_2: 0.21336312592029572 (0.2131957319088099) | > loss_disc_real_3: 0.24257025122642517 (0.22288557987024143) | > loss_disc_real_4: 0.22278867661952972 (0.21655142107387867) | > loss_disc_real_5: 0.23454058170318604 (0.208252586696933) | > loss_0: 2.255655527114868 (2.257310341044169) | > grad_norm_0: tensor(37.0807, device='cuda:0') (tensor(17.9493, device='cuda:0')) | > loss_gen: 2.6917827129364014 (2.6081655461613713) | > loss_kl: 1.7090542316436768 (1.7021357191771995) | > loss_feat: 7.791628360748291 (7.434547802297081) | > loss_mel: 19.234601974487305 (19.571145999722358) | > loss_duration: 2.155125141143799 (2.0792849536349127) | > loss_1: 33.582191467285156 (33.39527990759873) | > grad_norm_1: tensor(389.2445, device='cuda:0') (tensor(224.1859, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3711 (0.3615755191663418) | > loader_time: 0.0048 (0.0036021863541951995)  --> TIME: 2024-06-10 21:50:31 -- STEP: 189/330 -- GLOBAL_STEP: 140000 | > loss_disc: 2.188187599182129 (2.2631148345886714) | > loss_disc_real_0: 0.08999218046665192 (0.11257061423369186) | > loss_disc_real_1: 0.1702975183725357 (0.19893702904067978) | > loss_disc_real_2: 0.24457287788391113 (0.21404492642198295) | > loss_disc_real_3: 0.20419196784496307 (0.22332365219555203) | > loss_disc_real_4: 0.21533389389514923 (0.21653430534418297) | > loss_disc_real_5: 0.20569124817848206 (0.20864534425357034) | > loss_0: 2.188187599182129 (2.2631148345886714) | > grad_norm_0: tensor(44.9176, device='cuda:0') (tensor(18.9428, device='cuda:0')) | > loss_gen: 2.7041702270507812 (2.608041418923272) | > loss_kl: 1.8144789934158325 (1.7018140018301666) | > loss_feat: 7.919055461883545 (7.43689291060917) | > loss_mel: 19.332439422607422 (19.556608442276232) | > loss_duration: 2.14475154876709 (2.084406373992797) | > loss_1: 33.91489791870117 (33.3877629678716) | > grad_norm_1: tensor(486.8345, device='cuda:0') (tensor(234.5497, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3878 (0.3641887518463944) | > loader_time: 0.0046 (0.0036961401581133485) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_140000.pth  --> TIME: 2024-06-10 21:50:46 -- STEP: 214/330 -- GLOBAL_STEP: 140025 | > loss_disc: 2.3016695976257324 (2.2619565123709564) | > loss_disc_real_0: 0.12556055188179016 (0.11242625822321833) | > loss_disc_real_1: 0.2605420649051666 (0.199492489483869) | > loss_disc_real_2: 0.29097113013267517 (0.21424637804521582) | > loss_disc_real_3: 0.2421424239873886 (0.2226857691306934) | > loss_disc_real_4: 0.2029958963394165 (0.21588488396640135) | > loss_disc_real_5: 0.21536213159561157 (0.2084113387303932) | > loss_0: 2.3016695976257324 (2.2619565123709564) | > grad_norm_0: tensor(16.0201, device='cuda:0') (tensor(19.9553, device='cuda:0')) | > loss_gen: 2.8044843673706055 (2.6114224975354206) | > loss_kl: 1.723573088645935 (1.700692378471945) | > loss_feat: 7.059795379638672 (7.455692442778115) | > loss_mel: 19.280611038208008 (19.525701772386775) | > loss_duration: 2.1729249954223633 (2.090217868301354) | > loss_1: 33.04138946533203 (33.38372684193548) | > grad_norm_1: tensor(223.0496, device='cuda:0') (tensor(242.3768, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.3955 (0.3682736837975334) | > loader_time: 0.0052 (0.0038518794229097457)  --> TIME: 2024-06-10 21:50:56 -- STEP: 239/330 -- GLOBAL_STEP: 140050 | > loss_disc: 2.392676591873169 (2.262262382267909) | > loss_disc_real_0: 0.11970406770706177 (0.11240546508189525) | > loss_disc_real_1: 0.2016616016626358 (0.19987958339218317) | > loss_disc_real_2: 0.20446531474590302 (0.21378404837273157) | > loss_disc_real_3: 0.232450470328331 (0.22279044705205384) | > loss_disc_real_4: 0.22236613929271698 (0.21616454035916588) | > loss_disc_real_5: 0.2055336982011795 (0.20867038564951354) | > loss_0: 2.392676591873169 (2.262262382267909) | > grad_norm_0: tensor(51.1294, device='cuda:0') (tensor(21.6776, device='cuda:0')) | > loss_gen: 2.406254529953003 (2.617865466672506) | > loss_kl: 1.6927567720413208 (1.7008874411363482) | > loss_feat: 7.14385986328125 (7.465361365713335) | > loss_mel: 18.675174713134766 (19.474784340319765) | > loss_duration: 2.113515853881836 (2.0970448405174014) | > loss_1: 32.03156280517578 (33.3559433526075) | > grad_norm_1: tensor(368.2012, device='cuda:0') (tensor(252.7655, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.4015 (0.37215399742126476) | > loader_time: 0.0054 (0.003980225598961737)  --> TIME: 2024-06-10 21:51:07 -- STEP: 264/330 -- GLOBAL_STEP: 140075 | > loss_disc: 2.334501266479492 (2.2638357895793346) | > loss_disc_real_0: 0.05386359244585037 (0.11288984330145246) | > loss_disc_real_1: 0.2174856811761856 (0.20026282068680637) | > loss_disc_real_2: 0.1746699959039688 (0.21371861710918674) | > loss_disc_real_3: 0.1990325152873993 (0.22243209651699572) | > loss_disc_real_4: 0.19523225724697113 (0.21602290772804708) | > loss_disc_real_5: 0.1878117173910141 (0.20919511732504226) | > loss_0: 2.334501266479492 (2.2638357895793346) | > grad_norm_0: tensor(54.5052, device='cuda:0') (tensor(22.6820, device='cuda:0')) | > loss_gen: 2.336672306060791 (2.6171664315642733) | > loss_kl: 1.6939949989318848 (1.7045589369354825) | > loss_feat: 7.106454372406006 (7.474819398287571) | > loss_mel: 18.890506744384766 (19.437584067835946) | > loss_duration: 2.2019596099853516 (2.1033040786331334) | > loss_1: 32.22958755493164 (33.3374328468785) | > grad_norm_1: tensor(592.4549, device='cuda:0') (tensor(272.1790, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.4141 (0.3772531088554499) | > loader_time: 0.0058 (0.004111811970219467)  --> TIME: 2024-06-10 21:51:18 -- STEP: 289/330 -- GLOBAL_STEP: 140100 | > loss_disc: 2.296055316925049 (2.2670517495759217) | > loss_disc_real_0: 0.1241077333688736 (0.11366306947847137) | > loss_disc_real_1: 0.23470304906368256 (0.20061881716482372) | > loss_disc_real_2: 0.24560479819774628 (0.21421843978566696) | > loss_disc_real_3: 0.23304370045661926 (0.22295273515592398) | > loss_disc_real_4: 0.23221349716186523 (0.2165778734589118) | > loss_disc_real_5: 0.22609727084636688 (0.2097799413447562) | > loss_0: 2.296055316925049 (2.2670517495759217) | > grad_norm_0: tensor(59.4993, device='cuda:0') (tensor(24.0951, device='cuda:0')) | > loss_gen: 2.454953193664551 (2.618516609330491) | > loss_kl: 1.6056214570999146 (1.709743479131415) | > loss_feat: 7.64219856262207 (7.495421031767109) | > loss_mel: 18.470888137817383 (19.401120215551252) | > loss_duration: 2.237802505493164 (2.111489486116849) | > loss_1: 32.411460876464844 (33.33629076868604) | > grad_norm_1: tensor(487.1630, device='cuda:0') (tensor(284.8386, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.4603 (0.38289745043718293) | > loader_time: 0.007 (0.004293135705703683)  --> TIME: 2024-06-10 21:51:31 -- STEP: 314/330 -- GLOBAL_STEP: 140125 | > loss_disc: 2.2478790283203125 (2.268516429670298) | > loss_disc_real_0: 0.07234054803848267 (0.11421264467203311) | > loss_disc_real_1: 0.18837888538837433 (0.20055306821492078) | > loss_disc_real_2: 0.22930027544498444 (0.21439333763092186) | > loss_disc_real_3: 0.23245899379253387 (0.2226987710803937) | > loss_disc_real_4: 0.25395461916923523 (0.21629770840429197) | > loss_disc_real_5: 0.20114624500274658 (0.20969375009369706) | > loss_0: 2.2478790283203125 (2.268516429670298) | > grad_norm_0: tensor(42.1699, device='cuda:0') (tensor(25.6388, device='cuda:0')) | > loss_gen: 2.590972900390625 (2.6196497207993934) | > loss_kl: 1.767776608467102 (1.7117214472430526) | > loss_feat: 8.154489517211914 (7.526395284446182) | > loss_mel: 19.165512084960938 (19.358317788239493) | > loss_duration: 2.3057122230529785 (2.123155973899135) | > loss_1: 33.98446273803711 (33.33924020171926) | > grad_norm_1: tensor(367.4521, device='cuda:0') (tensor(295.2708, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.5311 (0.3924155303627065) | > loader_time: 0.0087 (0.004518478539339295)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2139382362365723 (2.2139382362365723) | > loss_disc_real_0: 0.14555895328521729 (0.14555895328521729) | > loss_disc_real_1: 0.23288021981716156 (0.23288021981716156) | > loss_disc_real_2: 0.2733438014984131 (0.2733438014984131) | > loss_disc_real_3: 0.2286951094865799 (0.2286951094865799) | > loss_disc_real_4: 0.21947109699249268 (0.21947109699249268) | > loss_disc_real_5: 0.15086069703102112 (0.15086069703102112) | > loss_0: 2.2139382362365723 (2.2139382362365723) | > loss_gen: 2.6806771755218506 (2.6806771755218506) | > loss_kl: 2.4125168323516846 (2.4125168323516846) | > loss_feat: 8.9119234085083 (8.9119234085083) | > loss_mel: 18.51657485961914 (18.51657485961914) | > loss_duration: 2.744974136352539 (2.744974136352539) | > loss_1: 35.26666259765625 (35.26666259765625)  --> STEP: 1 | > loss_disc: 2.431095600128174 (2.431095600128174) | > loss_disc_real_0: 0.10919655859470367 (0.10919655859470367) | > loss_disc_real_1: 0.28088927268981934 (0.28088927268981934) | > loss_disc_real_2: 0.1755874902009964 (0.1755874902009964) | > loss_disc_real_3: 0.29191067814826965 (0.29191067814826965) | > loss_disc_real_4: 0.23938797414302826 (0.23938797414302826) | > loss_disc_real_5: 0.3215293884277344 (0.3215293884277344) | > loss_0: 2.431095600128174 (2.431095600128174) | > loss_gen: 2.4251503944396973 (2.4251503944396973) | > loss_kl: 1.9648493528366089 (1.9648493528366089) | > loss_feat: 5.394835948944092 (5.394835948944092) | > loss_mel: 18.773239135742188 (18.773239135742188) | > loss_duration: 2.3460006713867188 (2.3460006713867188) | > loss_1: 30.904075622558594 (30.904075622558594)  --> STEP: 2 | > loss_disc: 2.1091370582580566 (2.2701163291931152) | > loss_disc_real_0: 0.11486391723155975 (0.11203023791313171) | > loss_disc_real_1: 0.2536623477935791 (0.2672758102416992) | > loss_disc_real_2: 0.25480836629867554 (0.21519792824983597) | > loss_disc_real_3: 0.24297845363616943 (0.26744456589221954) | > loss_disc_real_4: 0.1465642899274826 (0.19297613203525543) | > loss_disc_real_5: 0.12236765027046204 (0.2219485193490982) | > loss_0: 2.1091370582580566 (2.2701163291931152) | > loss_gen: 2.7084734439849854 (2.5668119192123413) | > loss_kl: 2.755702018737793 (2.360275685787201) | > loss_feat: 8.489413261413574 (6.942124605178833) | > loss_mel: 19.06406021118164 (18.918649673461914) | > loss_duration: 2.3081960678100586 (2.3270983695983887) | > loss_1: 35.32584762573242 (33.11496162414551)  --> STEP: 3 | > loss_disc: 2.2539682388305664 (2.264733632405599) | > loss_disc_real_0: 0.06051982566714287 (0.0948601004978021) | > loss_disc_real_1: 0.3020678758621216 (0.27887316544850665) | > loss_disc_real_2: 0.21337954699993134 (0.21459180116653442) | > loss_disc_real_3: 0.20040865242481232 (0.2450992614030838) | > loss_disc_real_4: 0.15235918760299683 (0.1794371505578359) | > loss_disc_real_5: 0.18092578649520874 (0.20827427506446838) | > loss_0: 2.2539682388305664 (2.264733632405599) | > loss_gen: 2.344127893447876 (2.492583910624186) | > loss_kl: 1.9111779928207397 (2.2105764547983804) | > loss_feat: 7.288588523864746 (7.057612578074138) | > loss_mel: 22.127649307250977 (19.98831621805827) | > loss_duration: 2.149202823638916 (2.2677998542785645) | > loss_1: 35.82074737548828 (34.01689020792643)  --> STEP: 4 | > loss_disc: 2.2482171058654785 (2.260604500770569) | > loss_disc_real_0: 0.10600263625383377 (0.09764573443681002) | > loss_disc_real_1: 0.2604140341281891 (0.2742583826184273) | > loss_disc_real_2: 0.19187812507152557 (0.2089133821427822) | > loss_disc_real_3: 0.19366808235645294 (0.2322414666414261) | > loss_disc_real_4: 0.1816074103116989 (0.17997971549630165) | > loss_disc_real_5: 0.23940694332122803 (0.2160574421286583) | > loss_0: 2.2482171058654785 (2.260604500770569) | > loss_gen: 2.5605311393737793 (2.5095707178115845) | > loss_kl: 2.8651955127716064 (2.374231219291687) | > loss_feat: 7.875601768493652 (7.262109875679016) | > loss_mel: 19.551536560058594 (19.87912130355835) | > loss_duration: 2.2152910232543945 (2.254672646522522) | > loss_1: 35.068153381347656 (34.27970600128174)  --> STEP: 5 | > loss_disc: 2.2492971420288086 (2.2583430290222166) | > loss_disc_real_0: 0.12222262471914291 (0.1025611124932766) | > loss_disc_real_1: 0.27908891439437866 (0.27522448897361756) | > loss_disc_real_2: 0.1935642510652542 (0.2058435559272766) | > loss_disc_real_3: 0.24256983399391174 (0.23430714011192322) | > loss_disc_real_4: 0.2371675819158554 (0.1914172887802124) | > loss_disc_real_5: 0.211017444729805 (0.21504944264888765) | > loss_0: 2.2492971420288086 (2.2583430290222166) | > loss_gen: 2.8448486328125 (2.5766263008117676) | > loss_kl: 1.6694724559783936 (2.2332794666290283) | > loss_feat: 6.5005669593811035 (7.109801292419434) | > loss_mel: 20.161842346191406 (19.93566551208496) | > loss_duration: 2.347498893737793 (2.2732378959655763) | > loss_1: 33.52423095703125 (34.12861099243164)  --> STEP: 6 | > loss_disc: 2.1621580123901367 (2.24231219291687) | > loss_disc_real_0: 0.0810263603925705 (0.09897198714315891) | > loss_disc_real_1: 0.19918334484100342 (0.2625509649515152) | > loss_disc_real_2: 0.1738213300704956 (0.20050651828447977) | > loss_disc_real_3: 0.21207763254642487 (0.23060222218434015) | > loss_disc_real_4: 0.2120373398065567 (0.19485396395126978) | > loss_disc_real_5: 0.22726115584373474 (0.21708472818136215) | > loss_0: 2.1621580123901367 (2.24231219291687) | > loss_gen: 2.528718948364258 (2.568641742070516) | > loss_kl: 1.9818978309631348 (2.1913825273513794) | > loss_feat: 6.5901780128479 (7.023197412490845) | > loss_mel: 21.605342864990234 (20.213945070902508) | > loss_duration: 2.0752511024475098 (2.2402400970458984) | > loss_1: 34.78139114379883 (34.23740768432617)  --> STEP: 7 | > loss_disc: 2.66074538230896 (2.302088362830026) | > loss_disc_real_0: 0.07784318178892136 (0.09595358637826783) | > loss_disc_real_1: 0.38073477149009705 (0.27943436588559833) | > loss_disc_real_2: 0.24262747168540955 (0.20652379734175547) | > loss_disc_real_3: 0.2721826136112213 (0.23654227810246603) | > loss_disc_real_4: 0.24528057873249054 (0.20205776606287276) | > loss_disc_real_5: 0.3137519061565399 (0.23089432503495896) | > loss_0: 2.66074538230896 (2.302088362830026) | > loss_gen: 2.384852886199951 (2.5423861912318637) | > loss_kl: 2.5795950889587402 (2.2468414647238597) | > loss_feat: 5.349733352661133 (6.784131118229458) | > loss_mel: 18.08701515197754 (19.910097939627512) | > loss_duration: 2.426776885986328 (2.266888209751674) | > loss_1: 30.827974319458008 (33.750345775059294)  --> STEP: 8 | > loss_disc: 2.5852341651916504 (2.337481588125229) | > loss_disc_real_0: 0.14002756774425507 (0.10146283404901624) | > loss_disc_real_1: 0.2854710519313812 (0.2801889516413212) | > loss_disc_real_2: 0.16880279779434204 (0.20180867239832878) | > loss_disc_real_3: 0.2100929319858551 (0.23323610983788967) | > loss_disc_real_4: 0.182859867811203 (0.19965802878141403) | > loss_disc_real_5: 0.21048504114151 (0.22834316454827785) | > loss_0: 2.5852341651916504 (2.337481588125229) | > loss_gen: 2.066411256790161 (2.482889324426651) | > loss_kl: 2.4068586826324463 (2.266843616962433) | > loss_feat: 7.251903057098389 (6.842602610588074) | > loss_mel: 19.383007049560547 (19.84421157836914) | > loss_duration: 2.1783504486083984 (2.2558209896087646) | > loss_1: 33.286529541015625 (33.69236874580383)  --> STEP: 9 | > loss_disc: 2.4339585304260254 (2.3482012483808727) | > loss_disc_real_0: 0.13776394724845886 (0.10549629107117653) | > loss_disc_real_1: 0.3219194710254669 (0.2848256760173374) | > loss_disc_real_2: 0.10494297742843628 (0.19104581740167406) | > loss_disc_real_3: 0.2421576827764511 (0.23422739571995205) | > loss_disc_real_4: 0.16417865455150604 (0.19571587608920205) | > loss_disc_real_5: 0.23386815190315247 (0.2289570520321528) | > loss_0: 2.4339585304260254 (2.3482012483808727) | > loss_gen: 2.549044609069824 (2.4902399116092258) | > loss_kl: 2.229017972946167 (2.262640767627292) | > loss_feat: 10.714282989501953 (7.272789319356282) | > loss_mel: 19.874267578125 (19.847551133897568) | > loss_duration: 2.1303577423095703 (2.241880628797743) | > loss_1: 37.496971130371094 (34.11510234408908)  --> STEP: 10 | > loss_disc: 2.129664659500122 (2.326347589492798) | > loss_disc_real_0: 0.09609151631593704 (0.10455581359565258) | > loss_disc_real_1: 0.2627944052219391 (0.28262254893779754) | > loss_disc_real_2: 0.21933750808238983 (0.19387498646974563) | > loss_disc_real_3: 0.20489370822906494 (0.23129402697086335) | > loss_disc_real_4: 0.18588650226593018 (0.19473293870687486) | > loss_disc_real_5: 0.21240895986557007 (0.22730224281549455) | > loss_0: 2.129664659500122 (2.326347589492798) | > loss_gen: 2.610227346420288 (2.502238655090332) | > loss_kl: 1.97576904296875 (2.233953595161438) | > loss_feat: 6.587759494781494 (7.204286336898804) | > loss_mel: 18.696168899536133 (19.732412910461427) | > loss_duration: 2.308788299560547 (2.2485713958740234) | > loss_1: 32.1787109375 (33.92146320343018)  --> STEP: 11 | > loss_disc: 2.531679630279541 (2.345014138655229) | > loss_disc_real_0: 0.10837367177009583 (0.10490289161151106) | > loss_disc_real_1: 0.3037002384662628 (0.2845387025312944) | > loss_disc_real_2: 0.21868132054805756 (0.19613010774959216) | > loss_disc_real_3: 0.3279407322406769 (0.24008009108630093) | > loss_disc_real_4: 0.23477698862552643 (0.19837330688129773) | > loss_disc_real_5: 0.3629363179206848 (0.23963261327960275) | > loss_0: 2.531679630279541 (2.345014138655229) | > loss_gen: 2.6563832759857178 (2.516251802444458) | > loss_kl: 2.2348365783691406 (2.234033866362138) | > loss_feat: 5.565064907073975 (7.0552662069147285) | > loss_mel: 18.4539794921875 (19.61619169061834) | > loss_duration: 2.414318084716797 (2.263639276677912) | > loss_1: 31.324583053588867 (33.68538318980824)  --> STEP: 12 | > loss_disc: 2.1945669651031494 (2.332476874192556) | > loss_disc_real_0: 0.0881563276052475 (0.1035073446109891) | > loss_disc_real_1: 0.26967597007751465 (0.28330014149347943) | > loss_disc_real_2: 0.17211823165416718 (0.19412911807497343) | > loss_disc_real_3: 0.2424028217792511 (0.24027365197738013) | > loss_disc_real_4: 0.16935127973556519 (0.19595480461915335) | > loss_disc_real_5: 0.24500848352909088 (0.2400806024670601) | > loss_0: 2.1945669651031494 (2.332476874192556) | > loss_gen: 2.588522434234619 (2.522274355093638) | > loss_kl: 1.7642592191696167 (2.1948859790960946) | > loss_feat: 6.697550296783447 (7.025456547737122) | > loss_mel: 18.723655700683594 (19.54181369145711) | > loss_duration: 2.2206573486328125 (2.2600574493408203) | > loss_1: 31.994644165039062 (33.544488271077476)  --> STEP: 13 | > loss_disc: 2.1731057167053223 (2.3202175543858456) | > loss_disc_real_0: 0.04647985100746155 (0.09912061433379467) | > loss_disc_real_1: 0.2938380539417267 (0.2841107501433446) | > loss_disc_real_2: 0.15152232348918915 (0.19085167233760542) | > loss_disc_real_3: 0.1817457526922226 (0.23577150587852186) | > loss_disc_real_4: 0.1191963329911232 (0.19005030680161256) | > loss_disc_real_5: 0.1662721335887909 (0.23440302793796247) | > loss_0: 2.1731057167053223 (2.3202175543858456) | > loss_gen: 2.2110166549682617 (2.498331455083994) | > loss_kl: 1.9581232070922852 (2.1766734581727247) | > loss_feat: 8.563570976257324 (7.143773042238676) | > loss_mel: 17.932079315185547 (19.417987970205452) | > loss_duration: 2.1105215549468994 (2.248554688233596) | > loss_1: 32.77531433105469 (33.485321044921875)  --> STEP: 14 | > loss_disc: 2.5340147018432617 (2.3354887792042325) | > loss_disc_real_0: 0.07096923887729645 (0.09710980180118765) | > loss_disc_real_1: 0.2494213581085205 (0.28163293642657145) | > loss_disc_real_2: 0.16056323051452637 (0.18868821220738546) | > loss_disc_real_3: 0.2739301919937134 (0.23849712631532125) | > loss_disc_real_4: 0.19307354092597961 (0.1902662520962102) | > loss_disc_real_5: 0.2985931634902954 (0.23898803762027196) | > loss_0: 2.5340147018432617 (2.3354887792042325) | > loss_gen: 2.3664443492889404 (2.4889109475272044) | > loss_kl: 2.5718493461608887 (2.2049003073147366) | > loss_feat: 7.035858154296875 (7.136064835957119) | > loss_mel: 20.749425888061523 (19.513090678623744) | > loss_duration: 2.343564033508301 (2.255341070038932) | > loss_1: 35.067142486572266 (33.59830829075405)  --> STEP: 15 | > loss_disc: 2.30203914642334 (2.333258803685506) | > loss_disc_real_0: 0.09289592504501343 (0.09682887668410937) | > loss_disc_real_1: 0.2788432240486145 (0.2814469556013743) | > loss_disc_real_2: 0.18243232369422913 (0.18827115297317504) | > loss_disc_real_3: 0.20556224882602692 (0.23630146781603495) | > loss_disc_real_4: 0.1284116953611374 (0.1861426149805387) | > loss_disc_real_5: 0.201278418302536 (0.23647406299908955) | > loss_0: 2.30203914642334 (2.333258803685506) | > loss_gen: 2.2335011959075928 (2.4718836307525636) | > loss_kl: 2.2681028842926025 (2.2091138124465943) | > loss_feat: 7.4137163162231445 (7.15457493464152) | > loss_mel: 19.95639991760254 (19.542644627888997) | > loss_duration: 2.2127456665039062 (2.25250137646993) | > loss_1: 34.08446502685547 (33.63071873982747)  --> STEP: 16 | > loss_disc: 2.2640655040740967 (2.328934222459793) | > loss_disc_real_0: 0.11381892114877701 (0.0978907544631511) | > loss_disc_real_1: 0.22051000595092773 (0.2776383962482214) | > loss_disc_real_2: 0.25285714864730835 (0.19230777770280838) | > loss_disc_real_3: 0.28252118825912476 (0.23919020034372807) | > loss_disc_real_4: 0.1545555591583252 (0.18416842399165034) | > loss_disc_real_5: 0.24106447398662567 (0.23676096368581057) | > loss_0: 2.2640655040740967 (2.328934222459793) | > loss_gen: 2.6914966106414795 (2.4856094419956207) | > loss_kl: 2.298881769180298 (2.2147243097424507) | > loss_feat: 9.39322280883789 (7.294490426778793) | > loss_mel: 18.657167434692383 (19.48730230331421) | > loss_duration: 2.3542332649230957 (2.258859619498253) | > loss_1: 35.39500045776367 (33.740986347198486)  --> STEP: 17 | > loss_disc: 2.519011974334717 (2.3401152666877296) | > loss_disc_real_0: 0.09066171944141388 (0.09746551710893125) | > loss_disc_real_1: 0.3992522954940796 (0.2847921550273895) | > loss_disc_real_2: 0.25853198766708374 (0.1962033194654128) | > loss_disc_real_3: 0.262876957654953 (0.24058353900909424) | > loss_disc_real_4: 0.21525779366493225 (0.18599721044301987) | > loss_disc_real_5: 0.31126028299331665 (0.2411432765862521) | > loss_0: 2.519011974334717 (2.3401152666877296) | > loss_gen: 2.663447618484497 (2.4960705112008488) | > loss_kl: 1.884171724319458 (2.1952800400116863) | > loss_feat: 7.14022970199585 (7.285416266497443) | > loss_mel: 18.240150451660156 (19.4139404296875) | > loss_duration: 2.352191209793091 (2.264349713045008) | > loss_1: 32.28019332885742 (33.6550573461196)  --> STEP: 18 | > loss_disc: 2.0235371589660645 (2.322527594036526) | > loss_disc_real_0: 0.08183906972408295 (0.09659738114310636) | > loss_disc_real_1: 0.20597508549690247 (0.2804134289423625) | > loss_disc_real_2: 0.11497443914413452 (0.19169060389200845) | > loss_disc_real_3: 0.23963609337806702 (0.24053090314070383) | > loss_disc_real_4: 0.17560850083827972 (0.1854200599094232) | > loss_disc_real_5: 0.22046729922294617 (0.23999461117717955) | > loss_0: 2.0235371589660645 (2.322527594036526) | > loss_gen: 2.641690254211426 (2.5041604969236584) | > loss_kl: 2.4420368671417236 (2.208988752630022) | > loss_feat: 9.896282196044922 (7.430464373694526) | > loss_mel: 20.660850524902344 (19.48321321275499) | > loss_duration: 2.1897034645080566 (2.2602026992373996) | > loss_1: 37.830562591552734 (33.887029859754776)  --> STEP: 19 | > loss_disc: 2.8175249099731445 (2.34858008434898) | > loss_disc_real_0: 0.15433001518249512 (0.09963594082938998) | > loss_disc_real_1: 0.2915198802947998 (0.2809979790135434) | > loss_disc_real_2: 0.19113345444202423 (0.19166128023674614) | > loss_disc_real_3: 0.28358539938926697 (0.24279692925904928) | > loss_disc_real_4: 0.26837655901908875 (0.18978619144151085) | > loss_disc_real_5: 0.3468986749649048 (0.24562114085021772) | > loss_0: 2.8175249099731445 (2.34858008434898) | > loss_gen: 2.074176788330078 (2.4815297754187333) | > loss_kl: 1.5241717100143433 (2.1729457503870915) | > loss_feat: 4.546008110046387 (7.2786508861340975) | > loss_mel: 16.19026756286621 (19.309900283813477) | > loss_duration: 2.3696064949035645 (2.265960793746145) | > loss_1: 26.70423126220703 (33.508987828304896)  --> STEP: 20 | > loss_disc: 2.432558298110962 (2.3527789950370788) | > loss_disc_real_0: 0.14324484765529633 (0.1018163861706853) | > loss_disc_real_1: 0.23394426703453064 (0.27864529341459277) | > loss_disc_real_2: 0.22837187349796295 (0.19349680989980697) | > loss_disc_real_3: 0.2703489363193512 (0.24417452961206437) | > loss_disc_real_4: 0.276203453540802 (0.19410705454647542) | > loss_disc_real_5: 0.2636881172657013 (0.2465244896709919) | > loss_0: 2.432558298110962 (2.3527789950370788) | > loss_gen: 2.6367528438568115 (2.4892909288406373) | > loss_kl: 1.9045556783676147 (2.1595262467861174) | > loss_feat: 5.1392412185668945 (7.1716804027557375) | > loss_mel: 20.374820709228516 (19.36314630508423) | > loss_duration: 2.2921056747436523 (2.2672680377960206) | > loss_1: 32.347476959228516 (33.45091228485107)  --> STEP: 21 | > loss_disc: 2.2759909629821777 (2.3491224220820834) | > loss_disc_real_0: 0.057021595537662506 (0.0996833009024461) | > loss_disc_real_1: 0.36633020639419556 (0.2828207654612405) | > loss_disc_real_2: 0.1947586089372635 (0.19355689556825728) | > loss_disc_real_3: 0.22747470438480377 (0.24337929983933768) | > loss_disc_real_4: 0.20065250992774963 (0.19441874289796465) | > loss_disc_real_5: 0.2028145045042038 (0.24444306180590675) | > loss_0: 2.2759909629821777 (2.3491224220820834) | > loss_gen: 2.6640517711639404 (2.4976128737131753) | > loss_kl: 2.4001858234405518 (2.170986226626805) | > loss_feat: 6.592713356018066 (7.144110543387277) | > loss_mel: 18.370145797729492 (19.315860566638765) | > loss_duration: 2.182694911956787 (2.2632407460893904) | > loss_1: 32.20978927612305 (33.391811189197355)  --> STEP: 22 | > loss_disc: 2.3737056255340576 (2.3502398404208096) | > loss_disc_real_0: 0.09025390446186066 (0.09925469197332859) | > loss_disc_real_1: 0.3125994801521301 (0.28417434340173553) | > loss_disc_real_2: 0.15156230330467224 (0.19164805046536706) | > loss_disc_real_3: 0.23995190858840942 (0.24322350932793182) | > loss_disc_real_4: 0.22118763625621796 (0.19563551077788527) | > loss_disc_real_5: 0.31905463337898254 (0.2478344968774102) | > loss_0: 2.3737056255340576 (2.3502398404208096) | > loss_gen: 2.544187068939209 (2.499729882587086) | > loss_kl: 1.7915292978286743 (2.153738184408708) | > loss_feat: 7.262726783752441 (7.1495021906766025) | > loss_mel: 19.94571304321289 (19.344490224664863) | > loss_duration: 2.129842758178711 (2.2571772011843594) | > loss_1: 33.67399978637695 (33.40463794361461)  --> STEP: 23 | > loss_disc: 2.452455997467041 (2.35468402116195) | > loss_disc_real_0: 0.1810486614704132 (0.1028109515166801) | > loss_disc_real_1: 0.19995813071727753 (0.28051276893719385) | > loss_disc_real_2: 0.1320243626832962 (0.18905571621397269) | > loss_disc_real_3: 0.25394824147224426 (0.24368980202985846) | > loss_disc_real_4: 0.19260559976100922 (0.19550377551628195) | > loss_disc_real_5: 0.18347857892513275 (0.24503641348818075) | > loss_0: 2.452455997467041 (2.35468402116195) | > loss_gen: 2.1473324298858643 (2.484408254208772) | > loss_kl: 2.5066401958465576 (2.169081750123397) | > loss_feat: 8.139642715454102 (7.192551778710407) | > loss_mel: 17.476240158081055 (19.26326196090035) | > loss_duration: 2.2877821922302246 (2.2585078529689624) | > loss_1: 32.557640075683594 (33.367811949356735)  --> STEP: 24 | > loss_disc: 2.632786273956299 (2.3662716150283813) | > loss_disc_real_0: 0.10275869071483612 (0.10280877398326993) | > loss_disc_real_1: 0.3190215826034546 (0.2821173028399547) | > loss_disc_real_2: 0.22356516122817993 (0.1904936097562313) | > loss_disc_real_3: 0.3052483797073364 (0.24625474276642004) | > loss_disc_real_4: 0.2449902594089508 (0.19756571234514317) | > loss_disc_real_5: 0.28714603185653687 (0.24679098092019558) | > loss_0: 2.632786273956299 (2.3662716150283813) | > loss_gen: 2.4487552642822266 (2.4829227129618325) | > loss_kl: 1.8252977132797241 (2.1547574152549105) | > loss_feat: 6.259670257568359 (7.153681715329488) | > loss_mel: 19.013320922851562 (19.25284775098165) | > loss_duration: 2.398791551589966 (2.2643530070781708) | > loss_1: 31.945837020874023 (33.30856299400329)  --> STEP: 25 | > loss_disc: 2.6540353298187256 (2.377782163619995) | > loss_disc_real_0: 0.06702008843421936 (0.1013772265613079) | > loss_disc_real_1: 0.3731600344181061 (0.28575901210308075) | > loss_disc_real_2: 0.21886998414993286 (0.19162866473197937) | > loss_disc_real_3: 0.22663013637065887 (0.2454697585105896) | > loss_disc_real_4: 0.13908633589744568 (0.19522653728723527) | > loss_disc_real_5: 0.1674346625804901 (0.24361672818660737) | > loss_0: 2.6540353298187256 (2.377782163619995) | > loss_gen: 2.050286054611206 (2.4656172466278075) | > loss_kl: 2.417482614517212 (2.1652664232254026) | > loss_feat: 5.017786026000977 (7.068245887756348) | > loss_mel: 14.429693222045898 (19.059921569824223) | > loss_duration: 2.3078198432922363 (2.2660916805267335) | > loss_1: 26.223066329956055 (33.025143127441396)  --> STEP: 26 | > loss_disc: 2.56738543510437 (2.385074597138625) | > loss_disc_real_0: 0.15334001183509827 (0.10337579522568446) | > loss_disc_real_1: 0.1410021036863327 (0.28019143870243657) | > loss_disc_real_2: 0.20913591980934143 (0.1923020206964933) | > loss_disc_real_3: 0.17598138749599457 (0.2427971288561821) | > loss_disc_real_4: 0.1096184030175209 (0.1919339167384001) | > loss_disc_real_5: 0.141966313123703 (0.23970709683803412) | > loss_0: 2.56738543510437 (2.385074597138625) | > loss_gen: 2.0289363861083984 (2.4488218289155226) | > loss_kl: 2.2155795097351074 (2.167201541937314) | > loss_feat: 14.646245956420898 (7.3597074288588304) | > loss_mel: 21.043989181518555 (19.1362318625817) | > loss_duration: 2.2793049812316895 (2.266599884400001) | > loss_1: 42.21405792236328 (33.37856292724609) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023229030462411735 (-0.00012175853435809772) | > avg_loss_disc: 2.385074597138625 (+0.09802457002493092) | > avg_loss_disc_real_0: 0.10337579522568446 (-0.030660142835516185) | > avg_loss_disc_real_1: 0.28019143870243657 (+0.0746580763505055) | > avg_loss_disc_real_2: 0.1923020206964933 (-0.10145589766594085) | > avg_loss_disc_real_3: 0.2427971288561821 (+0.00551495758386758) | > avg_loss_disc_real_4: 0.1919339167384001 (-0.053905677336912816) | > avg_loss_disc_real_5: 0.23970709683803412 (+0.003557867442186058) | > avg_loss_0: 2.385074597138625 (+0.09802457002493092) | > avg_loss_gen: 2.4488218289155226 (-0.39298537144294166) | > avg_loss_kl: 2.167201541937314 (+0.06866556406021074) | > avg_loss_feat: 7.3597074288588304 (-0.29504189124474145) | > avg_loss_mel: 19.1362318625817 (-0.5703801741966785) | > avg_loss_duration: 2.266599884400001 (-0.0029067809765153108) | > avg_loss_1: 33.37856292724609 (-1.1926481540386575)  > EPOCH: 158/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:51:59)   --> TIME: 2024-06-10 21:52:03 -- STEP: 9/330 -- GLOBAL_STEP: 140150 | > loss_disc: 2.2852725982666016 (2.2874203523000083) | > loss_disc_real_0: 0.09376253932714462 (0.10713273286819458) | > loss_disc_real_1: 0.20698921382427216 (0.19184469514422947) | > loss_disc_real_2: 0.26284605264663696 (0.22281082967917124) | > loss_disc_real_3: 0.23669908940792084 (0.22978990607791477) | > loss_disc_real_4: 0.23969681560993195 (0.21659179859691197) | > loss_disc_real_5: 0.2405819594860077 (0.2250961876577801) | > loss_0: 2.2852725982666016 (2.2874203523000083) | > grad_norm_0: tensor(4.9911, device='cuda:0') (tensor(11.1826, device='cuda:0')) | > loss_gen: 2.784450054168701 (2.533307154973348) | > loss_kl: 1.741511583328247 (1.7282050053278606) | > loss_feat: 7.377259254455566 (6.879453394148085) | > loss_mel: 20.660512924194336 (19.59935739305284) | > loss_duration: 2.2074437141418457 (2.2714018291897244) | > loss_1: 34.771175384521484 (33.01172426011827) | > grad_norm_1: tensor(95.9441, device='cuda:0') (tensor(126.1964, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.3392 (0.3354843722449409) | > loader_time: 0.0028 (0.0028396712409125436)  --> TIME: 2024-06-10 21:52:11 -- STEP: 34/330 -- GLOBAL_STEP: 140175 | > loss_disc: 2.2587924003601074 (2.250707345850327) | > loss_disc_real_0: 0.1251387745141983 (0.11320036014213282) | > loss_disc_real_1: 0.2375597506761551 (0.2000400748322992) | > loss_disc_real_2: 0.21181395649909973 (0.21722111105918884) | > loss_disc_real_3: 0.25605377554893494 (0.22176938766942306) | > loss_disc_real_4: 0.2236449122428894 (0.21358653026468613) | > loss_disc_real_5: 0.21712855994701385 (0.21149127667441087) | > loss_0: 2.2587924003601074 (2.250707345850327) | > grad_norm_0: tensor(8.8522, device='cuda:0') (tensor(9.3557, device='cuda:0')) | > loss_gen: 2.781928062438965 (2.6078348510405602) | > loss_kl: 1.8731200695037842 (1.699598277316374) | > loss_feat: 8.195216178894043 (7.337434894898358) | > loss_mel: 20.516576766967773 (19.7493377012365) | > loss_duration: 2.0853934288024902 (2.133671904311461) | > loss_1: 35.452232360839844 (33.52787735882926) | > grad_norm_1: tensor(104.6299, device='cuda:0') (tensor(106.3023, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.3385 (0.33964960014118867) | > loader_time: 0.0033 (0.0031013068030862245)  --> TIME: 2024-06-10 21:52:20 -- STEP: 59/330 -- GLOBAL_STEP: 140200 | > loss_disc: 2.3345119953155518 (2.2582264552682125) | > loss_disc_real_0: 0.12149766087532043 (0.11109966355360161) | > loss_disc_real_1: 0.22139115631580353 (0.201313811338554) | > loss_disc_real_2: 0.26403164863586426 (0.2152853529837172) | > loss_disc_real_3: 0.22362735867500305 (0.2249379458568864) | > loss_disc_real_4: 0.19604794681072235 (0.21692191695762894) | > loss_disc_real_5: 0.18872152268886566 (0.21345468017004304) | > loss_0: 2.3345119953155518 (2.2582264552682125) | > grad_norm_0: tensor(9.2802, device='cuda:0') (tensor(9.5782, device='cuda:0')) | > loss_gen: 2.3432328701019287 (2.59634641065436) | > loss_kl: 1.649835228919983 (1.68906255091651) | > loss_feat: 6.983021259307861 (7.372316061440161) | > loss_mel: 18.64913558959961 (19.62250974622824) | > loss_duration: 1.9984089136123657 (2.096549032098156) | > loss_1: 31.623634338378906 (33.37678369425111) | > grad_norm_1: tensor(84.9809, device='cuda:0') (tensor(112.4528, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.3644 (0.34542110006688004) | > loader_time: 0.0044 (0.0032599416829771914)  --> TIME: 2024-06-10 21:52:29 -- STEP: 84/330 -- GLOBAL_STEP: 140225 | > loss_disc: 2.3310294151306152 (2.2458408418155833) | > loss_disc_real_0: 0.10660658776760101 (0.1127178848144554) | > loss_disc_real_1: 0.18922778964042664 (0.2004655280283519) | > loss_disc_real_2: 0.25639763474464417 (0.21341078639740035) | > loss_disc_real_3: 0.22581897675991058 (0.22142978349611872) | > loss_disc_real_4: 0.23788492381572723 (0.21485744203839982) | > loss_disc_real_5: 0.24201811850070953 (0.21088477366027378) | > loss_0: 2.3310294151306152 (2.2458408418155833) | > grad_norm_0: tensor(16.1518, device='cuda:0') (tensor(9.4369, device='cuda:0')) | > loss_gen: 2.6743714809417725 (2.6137857749348603) | > loss_kl: 1.7344772815704346 (1.6894359375749315) | > loss_feat: 7.313012599945068 (7.474745494978769) | > loss_mel: 19.43691635131836 (19.576602481660395) | > loss_duration: 2.112941265106201 (2.081640615349724) | > loss_1: 33.2717170715332 (33.436210246313195) | > grad_norm_1: tensor(272.8517, device='cuda:0') (tensor(114.5820, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.367 (0.34974589234306713) | > loader_time: 0.0037 (0.003407327901749384)  --> TIME: 2024-06-10 21:52:39 -- STEP: 109/330 -- GLOBAL_STEP: 140250 | > loss_disc: 2.1828415393829346 (2.24354196469718) | > loss_disc_real_0: 0.12703482806682587 (0.11331176258828662) | > loss_disc_real_1: 0.1308891326189041 (0.19927964667114642) | > loss_disc_real_2: 0.19604608416557312 (0.21295582632952875) | > loss_disc_real_3: 0.21660320460796356 (0.22052475577647532) | > loss_disc_real_4: 0.2399691790342331 (0.21435091719714874) | > loss_disc_real_5: 0.20993201434612274 (0.20895864438573156) | > loss_0: 2.1828415393829346 (2.24354196469718) | > grad_norm_0: tensor(20.0036, device='cuda:0') (tensor(10.4982, device='cuda:0')) | > loss_gen: 2.8210079669952393 (2.618183321909074) | > loss_kl: 1.806505560874939 (1.6913018182877007) | > loss_feat: 7.984326362609863 (7.497175999737661) | > loss_mel: 19.75605010986328 (19.4945294266447) | > loss_duration: 2.0047924518585205 (2.0780263253308227) | > loss_1: 34.3726806640625 (33.37921678035631) | > grad_norm_1: tensor(259.2622, device='cuda:0') (tensor(135.5157, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.3399 (0.3534403678474076) | > loader_time: 0.0038 (0.0035501991936919886)  --> TIME: 2024-06-10 21:52:48 -- STEP: 134/330 -- GLOBAL_STEP: 140275 | > loss_disc: 2.2369139194488525 (2.2489866961294136) | > loss_disc_real_0: 0.1377035528421402 (0.11294396944455247) | > loss_disc_real_1: 0.19543536007404327 (0.1998998446028624) | > loss_disc_real_2: 0.2266438752412796 (0.21243156292545262) | > loss_disc_real_3: 0.18930135667324066 (0.2203584906103006) | > loss_disc_real_4: 0.2100219577550888 (0.21543067749311676) | > loss_disc_real_5: 0.2187521755695343 (0.20970340050868133) | > loss_0: 2.2369139194488525 (2.2489866961294136) | > grad_norm_0: tensor(8.9446, device='cuda:0') (tensor(10.8800, device='cuda:0')) | > loss_gen: 2.6518542766571045 (2.617765899914415) | > loss_kl: 1.7294286489486694 (1.6852477290737096) | > loss_feat: 7.540028095245361 (7.513601420530632) | > loss_mel: 19.516239166259766 (19.53284210945243) | > loss_duration: 2.0850517749786377 (2.078926218979395) | > loss_1: 33.52260208129883 (33.42838327208561) | > grad_norm_1: tensor(91.2865, device='cuda:0') (tensor(144.3080, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.3528 (0.3545268774032593) | > loader_time: 0.0041 (0.003668699691544718)  --> TIME: 2024-06-10 21:52:58 -- STEP: 159/330 -- GLOBAL_STEP: 140300 | > loss_disc: 2.2841429710388184 (2.2585863827159565) | > loss_disc_real_0: 0.12627753615379333 (0.11433467915597952) | > loss_disc_real_1: 0.1340368241071701 (0.1999100827196109) | > loss_disc_real_2: 0.15874072909355164 (0.21493070314890184) | > loss_disc_real_3: 0.19997890293598175 (0.22148823213277372) | > loss_disc_real_4: 0.2076425850391388 (0.2155369999086332) | > loss_disc_real_5: 0.18889617919921875 (0.2096783221705155) | > loss_0: 2.2841429710388184 (2.2585863827159565) | > grad_norm_0: tensor(44.1062, device='cuda:0') (tensor(12.4293, device='cuda:0')) | > loss_gen: 2.426478147506714 (2.6134008656507777) | > loss_kl: 1.8336721658706665 (1.6879088016426038) | > loss_feat: 7.337090492248535 (7.49836669178129) | > loss_mel: 19.21865463256836 (19.535925547281895) | > loss_duration: 2.062347412109375 (2.0791103787392187) | > loss_1: 32.87824249267578 (33.41471217413367) | > grad_norm_1: tensor(401.0063, device='cuda:0') (tensor(164.5911, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.367 (0.3578595605286412) | > loader_time: 0.0039 (0.003763252834104142)  --> TIME: 2024-06-10 21:53:07 -- STEP: 184/330 -- GLOBAL_STEP: 140325 | > loss_disc: 2.2758588790893555 (2.2569437078807653) | > loss_disc_real_0: 0.062367334961891174 (0.11383913101061531) | > loss_disc_real_1: 0.19683615863323212 (0.20017448634557097) | > loss_disc_real_2: 0.20155209302902222 (0.21482965423037176) | > loss_disc_real_3: 0.25142762064933777 (0.22122151331733103) | > loss_disc_real_4: 0.19992771744728088 (0.2155028105429981) | > loss_disc_real_5: 0.22281725704669952 (0.20979434438049793) | > loss_0: 2.2758588790893555 (2.2569437078807653) | > grad_norm_0: tensor(9.3682, device='cuda:0') (tensor(14.8124, device='cuda:0')) | > loss_gen: 2.5873336791992188 (2.6247369802516456) | > loss_kl: 1.6235251426696777 (1.6900498478308967) | > loss_feat: 7.3420891761779785 (7.53124848915183) | > loss_mel: 18.850915908813477 (19.497613481853318) | > loss_duration: 2.1002001762390137 (2.0837337394123487) | > loss_1: 32.50406265258789 (33.42738248990928) | > grad_norm_1: tensor(82.1685, device='cuda:0') (tensor(181.4034, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.371 (0.3605857310087784) | > loader_time: 0.0044 (0.003881287315617437)  --> TIME: 2024-06-10 21:53:17 -- STEP: 209/330 -- GLOBAL_STEP: 140350 | > loss_disc: 2.116894006729126 (2.2536052984484063) | > loss_disc_real_0: 0.06999119371175766 (0.11272426951302296) | > loss_disc_real_1: 0.12299006432294846 (0.20037781368744997) | > loss_disc_real_2: 0.21556514501571655 (0.21467465668488916) | > loss_disc_real_3: 0.1993093639612198 (0.22104151696679694) | > loss_disc_real_4: 0.1808006316423416 (0.21451156297654056) | > loss_disc_real_5: 0.19255328178405762 (0.20966086076777518) | > loss_0: 2.116894006729126 (2.2536052984484063) | > grad_norm_0: tensor(33.8932, device='cuda:0') (tensor(17.0220, device='cuda:0')) | > loss_gen: 2.861717939376831 (2.635899388619019) | > loss_kl: 1.6532247066497803 (1.6899006423767673) | > loss_feat: 8.034334182739258 (7.558785919937791) | > loss_mel: 19.4753475189209 (19.472859323309947) | > loss_duration: 2.146810531616211 (2.0892064166411246) | > loss_1: 34.17143249511719 (33.446651696018044) | > grad_norm_1: tensor(402.9561, device='cuda:0') (tensor(196.3153, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.4024 (0.36396155631142935) | > loader_time: 0.0046 (0.004001850146425972)  --> TIME: 2024-06-10 21:53:27 -- STEP: 234/330 -- GLOBAL_STEP: 140375 | > loss_disc: 2.1164252758026123 (2.2559137843612933) | > loss_disc_real_0: 0.11174971610307693 (0.11221035738658701) | > loss_disc_real_1: 0.21502013504505157 (0.2005770970931929) | > loss_disc_real_2: 0.2660510540008545 (0.215074945655134) | > loss_disc_real_3: 0.21539631485939026 (0.22133107871836066) | > loss_disc_real_4: 0.1602470427751541 (0.2142854461557845) | > loss_disc_real_5: 0.24431779980659485 (0.20950369091115445) | > loss_0: 2.1164252758026123 (2.2559137843612933) | > grad_norm_0: tensor(22.2130, device='cuda:0') (tensor(18.5782, device='cuda:0')) | > loss_gen: 2.9152708053588867 (2.6418997416129497) | > loss_kl: 1.5466763973236084 (1.6909614933861628) | > loss_feat: 7.8809733390808105 (7.567619692566049) | > loss_mel: 18.348674774169922 (19.4398477505415) | > loss_duration: 2.1637988090515137 (2.0961175744350125) | > loss_1: 32.85539627075195 (33.436446312146316) | > grad_norm_1: tensor(224.7857, device='cuda:0') (tensor(203.7915, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.4083 (0.36824624762575847) | > loader_time: 0.0057 (0.004128821894653845)  --> TIME: 2024-06-10 21:53:38 -- STEP: 259/330 -- GLOBAL_STEP: 140400 | > loss_disc: 2.404848337173462 (2.2578256977110756) | > loss_disc_real_0: 0.1168714389204979 (0.11212235841626826) | > loss_disc_real_1: 0.17153669893741608 (0.2005298842737113) | > loss_disc_real_2: 0.2653919458389282 (0.21430377846288864) | > loss_disc_real_3: 0.23710298538208008 (0.22162747722564977) | > loss_disc_real_4: 0.21570095419883728 (0.21605863384758645) | > loss_disc_real_5: 0.24506418406963348 (0.2105912962015071) | > loss_0: 2.404848337173462 (2.2578256977110756) | > grad_norm_0: tensor(24.3889, device='cuda:0') (tensor(18.7574, device='cuda:0')) | > loss_gen: 2.450554370880127 (2.640484009930528) | > loss_kl: 1.6073800325393677 (1.6952168131426955) | > loss_feat: 6.718607425689697 (7.5734589440482) | > loss_mel: 18.290912628173828 (19.397254965940505) | > loss_duration: 2.2034246921539307 (2.1020648658965997) | > loss_1: 31.2708797454834 (33.40847966109464) | > grad_norm_1: tensor(127.3761, device='cuda:0') (tensor(216.2435, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.43 (0.37334252876664675) | > loader_time: 0.006 (0.004271109592040076)  --> TIME: 2024-06-10 21:53:50 -- STEP: 284/330 -- GLOBAL_STEP: 140425 | > loss_disc: 2.388888120651245 (2.258484443308602) | > loss_disc_real_0: 0.18149158358573914 (0.11263034125448954) | > loss_disc_real_1: 0.2091764211654663 (0.20021095339366243) | > loss_disc_real_2: 0.2362634688615799 (0.2141122001052742) | > loss_disc_real_3: 0.21348042786121368 (0.2215421827851047) | > loss_disc_real_4: 0.20125620067119598 (0.21649048225560658) | > loss_disc_real_5: 0.2054547369480133 (0.21085498261619623) | > loss_0: 2.388888120651245 (2.258484443308602) | > grad_norm_0: tensor(7.0785, device='cuda:0') (tensor(19.6046, device='cuda:0')) | > loss_gen: 2.5601232051849365 (2.6398614493893917) | > loss_kl: 1.6610469818115234 (1.6996846375331072) | > loss_feat: 7.346579551696777 (7.580061020985456) | > loss_mel: 18.67125701904297 (19.35626477926551) | > loss_duration: 2.187732219696045 (2.110159749296349) | > loss_1: 32.42673873901367 (33.38603166795112) | > grad_norm_1: tensor(302.2696, device='cuda:0') (tensor(231.2795, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.4484 (0.3795016953642939) | > loader_time: 0.0069 (0.00442890885850074)  --> TIME: 2024-06-10 21:54:02 -- STEP: 309/330 -- GLOBAL_STEP: 140450 | > loss_disc: 2.259977102279663 (2.2596251208419558) | > loss_disc_real_0: 0.128488689661026 (0.1131056796240961) | > loss_disc_real_1: 0.17402862012386322 (0.20026635918705973) | > loss_disc_real_2: 0.23424455523490906 (0.21417757482976205) | > loss_disc_real_3: 0.21685922145843506 (0.22142100068936457) | > loss_disc_real_4: 0.2016926258802414 (0.2164835389763792) | > loss_disc_real_5: 0.19441552460193634 (0.2104473218177129) | > loss_0: 2.259977102279663 (2.2596251208419558) | > grad_norm_0: tensor(54.8751, device='cuda:0') (tensor(21.1391, device='cuda:0')) | > loss_gen: 2.4910764694213867 (2.6370268261548393) | > loss_kl: 1.6303068399429321 (1.7027469622664466) | > loss_feat: 7.904394149780273 (7.591706714198041) | > loss_mel: 18.103984832763672 (19.30945232230869) | > loss_duration: 2.2788758277893066 (2.12039730734038) | > loss_1: 32.40864181518555 (33.361330168146935) | > grad_norm_1: tensor(646.8377, device='cuda:0') (tensor(249.0412, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.4993 (0.3879616206517883) | > loader_time: 0.0082 (0.004655029395637393)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.054473876953125 (2.054473876953125) | > loss_disc_real_0: 0.10320257395505905 (0.10320257395505905) | > loss_disc_real_1: 0.27589136362075806 (0.27589136362075806) | > loss_disc_real_2: 0.19737635552883148 (0.19737635552883148) | > loss_disc_real_3: 0.19067780673503876 (0.19067780673503876) | > loss_disc_real_4: 0.21767324209213257 (0.21767324209213257) | > loss_disc_real_5: 0.18665112555027008 (0.18665112555027008) | > loss_0: 2.054473876953125 (2.054473876953125) | > loss_gen: 3.000194549560547 (3.000194549560547) | > loss_kl: 1.7436139583587646 (1.7436139583587646) | > loss_feat: 8.109034538269043 (8.109034538269043) | > loss_mel: 18.055078506469727 (18.055078506469727) | > loss_duration: 2.872982978820801 (2.872982978820801) | > loss_1: 33.78090286254883 (33.78090286254883)  --> STEP: 1 | > loss_disc: 2.1453027725219727 (2.1453027725219727) | > loss_disc_real_0: 0.1320507526397705 (0.1320507526397705) | > loss_disc_real_1: 0.17679408192634583 (0.17679408192634583) | > loss_disc_real_2: 0.21501772105693817 (0.21501772105693817) | > loss_disc_real_3: 0.2373478263616562 (0.2373478263616562) | > loss_disc_real_4: 0.23254990577697754 (0.23254990577697754) | > loss_disc_real_5: 0.18210439383983612 (0.18210439383983612) | > loss_0: 2.1453027725219727 (2.1453027725219727) | > loss_gen: 2.846841335296631 (2.846841335296631) | > loss_kl: 1.9116724729537964 (1.9116724729537964) | > loss_feat: 6.1175994873046875 (6.1175994873046875) | > loss_mel: 18.11945915222168 (18.11945915222168) | > loss_duration: 2.368673324584961 (2.368673324584961) | > loss_1: 31.364246368408203 (31.364246368408203)  --> STEP: 2 | > loss_disc: 2.115682363510132 (2.1304925680160522) | > loss_disc_real_0: 0.0577605701982975 (0.094905661419034) | > loss_disc_real_1: 0.2766600251197815 (0.22672705352306366) | > loss_disc_real_2: 0.27259230613708496 (0.24380501359701157) | > loss_disc_real_3: 0.23345007002353668 (0.23539894819259644) | > loss_disc_real_4: 0.15896062552928925 (0.1957552656531334) | > loss_disc_real_5: 0.19641660153865814 (0.18926049768924713) | > loss_0: 2.115682363510132 (2.1304925680160522) | > loss_gen: 2.8736279010772705 (2.8602346181869507) | > loss_kl: 1.7011164426803589 (1.8063944578170776) | > loss_feat: 6.644247055053711 (6.380923271179199) | > loss_mel: 20.567590713500977 (19.343524932861328) | > loss_duration: 2.384500503540039 (2.3765869140625) | > loss_1: 34.17108154296875 (32.76766395568848)  --> STEP: 3 | > loss_disc: 2.1099917888641357 (2.1236589749654136) | > loss_disc_real_0: 0.058140672743320465 (0.08265066519379616) | > loss_disc_real_1: 0.25850409269332886 (0.23731939991315207) | > loss_disc_real_2: 0.2568759620189667 (0.24816199640432993) | > loss_disc_real_3: 0.2408592700958252 (0.2372190554936727) | > loss_disc_real_4: 0.21679383516311646 (0.2027681221564611) | > loss_disc_real_5: 0.29993557929992676 (0.22615219155947366) | > loss_0: 2.1099917888641357 (2.1236589749654136) | > loss_gen: 2.991217613220215 (2.903895616531372) | > loss_kl: 1.9183063507080078 (1.8436984221140544) | > loss_feat: 6.794713020324707 (6.518853187561035) | > loss_mel: 21.320524215698242 (20.002524693806965) | > loss_duration: 2.24851131439209 (2.3338950475056968) | > loss_1: 35.27327346801758 (33.602867126464844)  --> STEP: 4 | > loss_disc: 2.1310617923736572 (2.1255096793174744) | > loss_disc_real_0: 0.10258055478334427 (0.08763313759118319) | > loss_disc_real_1: 0.2695843279361725 (0.24538563191890717) | > loss_disc_real_2: 0.20728138089179993 (0.23794184252619743) | > loss_disc_real_3: 0.1795032024383545 (0.22279009222984314) | > loss_disc_real_4: 0.10731317102909088 (0.17890438437461853) | > loss_disc_real_5: 0.11461228132247925 (0.19826721400022507) | > loss_0: 2.1310617923736572 (2.1255096793174744) | > loss_gen: 2.44887113571167 (2.7901394963264465) | > loss_kl: 2.3677408695220947 (1.9747090339660645) | > loss_feat: 8.44415283203125 (7.000178098678589) | > loss_mel: 19.303125381469727 (19.827674865722656) | > loss_duration: 2.2506539821624756 (2.3130847811698914) | > loss_1: 34.81454086303711 (33.90578556060791)  --> STEP: 5 | > loss_disc: 2.2126753330230713 (2.1429428100585937) | > loss_disc_real_0: 0.09544174373149872 (0.0891948588192463) | > loss_disc_real_1: 0.2685926556587219 (0.2500270366668701) | > loss_disc_real_2: 0.18537050485610962 (0.22742757499217986) | > loss_disc_real_3: 0.1892954260110855 (0.2160911589860916) | > loss_disc_real_4: 0.16003766655921936 (0.17513104081153869) | > loss_disc_real_5: 0.212969571352005 (0.20120768547058104) | > loss_0: 2.2126753330230713 (2.1429428100585937) | > loss_gen: 2.441011428833008 (2.720313882827759) | > loss_kl: 2.1973886489868164 (2.0192449569702147) | > loss_feat: 6.206396102905273 (6.841421699523925) | > loss_mel: 17.48642349243164 (19.359424591064453) | > loss_duration: 2.364572286605835 (2.32338228225708) | > loss_1: 30.69579315185547 (33.26378707885742)  --> STEP: 6 | > loss_disc: 2.2582263946533203 (2.1621567408243814) | > loss_disc_real_0: 0.12164906412363052 (0.09460389303664367) | > loss_disc_real_1: 0.22154760360717773 (0.24528046449025473) | > loss_disc_real_2: 0.28741690516471863 (0.237425796687603) | > loss_disc_real_3: 0.22526878118515015 (0.2176207626859347) | > loss_disc_real_4: 0.25957417488098145 (0.18920489648977915) | > loss_disc_real_5: 0.26337355375289917 (0.21156866351763406) | > loss_0: 2.2582263946533203 (2.1621567408243814) | > loss_gen: 2.8395752906799316 (2.740190784136454) | > loss_kl: 2.044525384902954 (2.0234583616256714) | > loss_feat: 5.803705215454102 (6.668468952178955) | > loss_mel: 19.31463050842285 (19.351958910624187) | > loss_duration: 2.1185667514801025 (2.289246360460917) | > loss_1: 32.121002197265625 (33.07332293192545)  --> STEP: 7 | > loss_disc: 2.3378052711486816 (2.187249388013567) | > loss_disc_real_0: 0.13946637511253357 (0.10101281904748508) | > loss_disc_real_1: 0.2842411994934082 (0.2508462837764195) | > loss_disc_real_2: 0.26283934712409973 (0.24105630389281682) | > loss_disc_real_3: 0.30999308824539185 (0.23081680919442857) | > loss_disc_real_4: 0.3146118223667145 (0.20712017161505564) | > loss_disc_real_5: 0.2820413112640381 (0.2216361846242632) | > loss_0: 2.3378052711486816 (2.187249388013567) | > loss_gen: 3.1993408203125 (2.805783646447318) | > loss_kl: 3.0799200534820557 (2.1743814604622975) | > loss_feat: 6.827269077301025 (6.691154684339251) | > loss_mel: 17.76332664489746 (19.125011444091797) | > loss_duration: 2.441600799560547 (2.3110112803322926) | > loss_1: 33.311458587646484 (33.10734231131418)  --> STEP: 8 | > loss_disc: 2.185234546661377 (2.1869975328445435) | > loss_disc_real_0: 0.051800306886434555 (0.09486125502735376) | > loss_disc_real_1: 0.2610243260860443 (0.2521185390651226) | > loss_disc_real_2: 0.1630074381828308 (0.23130019567906857) | > loss_disc_real_3: 0.20532038807868958 (0.2276297565549612) | > loss_disc_real_4: 0.25134262442588806 (0.21264797821640968) | > loss_disc_real_5: 0.27268683910369873 (0.22801751643419266) | > loss_0: 2.185234546661377 (2.1869975328445435) | > loss_gen: 2.6040751934051514 (2.780570089817047) | > loss_kl: 2.0597567558288574 (2.1600533723831177) | > loss_feat: 8.00538444519043 (6.855433404445648) | > loss_mel: 19.602155685424805 (19.184654474258423) | > loss_duration: 2.167746067047119 (2.293103128671646) | > loss_1: 34.43912124633789 (33.27381467819214)  --> STEP: 9 | > loss_disc: 2.299520492553711 (2.19950008392334) | > loss_disc_real_0: 0.11844781041145325 (0.09748198340336482) | > loss_disc_real_1: 0.3868252635002136 (0.2670859528912438) | > loss_disc_real_2: 0.1469062715768814 (0.22192309300104776) | > loss_disc_real_3: 0.19217294454574585 (0.2236901107761595) | > loss_disc_real_4: 0.12013744562864304 (0.20236903015110227) | > loss_disc_real_5: 0.18140757083892822 (0.2228386335902744) | > loss_0: 2.299520492553711 (2.19950008392334) | > loss_gen: 2.734931468963623 (2.7754991319444446) | > loss_kl: 1.9202574491500854 (2.1334093809127808) | > loss_feat: 11.003761291503906 (7.316358725229899) | > loss_mel: 20.549652099609375 (19.336320877075195) | > loss_duration: 2.1687397956848145 (2.2792849805619984) | > loss_1: 38.377342224121094 (33.840873294406464)  --> STEP: 10 | > loss_disc: 2.5322179794311523 (2.232771873474121) | > loss_disc_real_0: 0.12539935111999512 (0.10027372017502785) | > loss_disc_real_1: 0.3217652440071106 (0.2725538820028305) | > loss_disc_real_2: 0.2660459578037262 (0.2263353794813156) | > loss_disc_real_3: 0.292315274477005 (0.23055262714624405) | > loss_disc_real_4: 0.2662009298801422 (0.20875222012400627) | > loss_disc_real_5: 0.2980675995349884 (0.23036153018474578) | > loss_0: 2.5322179794311523 (2.232771873474121) | > loss_gen: 2.77897047996521 (2.775846266746521) | > loss_kl: 2.061755895614624 (2.126244032382965) | > loss_feat: 5.834969997406006 (7.16821985244751) | > loss_mel: 16.396160125732422 (19.04230480194092) | > loss_duration: 2.2719645500183105 (2.278552937507629) | > loss_1: 29.343820571899414 (33.39116802215576)  --> STEP: 11 | > loss_disc: 2.2653186321258545 (2.235730669715188) | > loss_disc_real_0: 0.15291792154312134 (0.10505955666303635) | > loss_disc_real_1: 0.23145900666713715 (0.2688179842450402) | > loss_disc_real_2: 0.17296795547008514 (0.22148379548029465) | > loss_disc_real_3: 0.21438923478126526 (0.22908322784033688) | > loss_disc_real_4: 0.18043047189712524 (0.20617751573974435) | > loss_disc_real_5: 0.23668551445007324 (0.2309364378452301) | > loss_0: 2.2653186321258545 (2.235730669715188) | > loss_gen: 2.710371494293213 (2.769894014705311) | > loss_kl: 2.93135142326355 (2.1994356133721094) | > loss_feat: 7.739990711212158 (7.220199021426114) | > loss_mel: 16.788240432739258 (18.837389859286223) | > loss_duration: 2.369485855102539 (2.286819566379894) | > loss_1: 32.5394401550293 (33.31373821605336)  --> STEP: 12 | > loss_disc: 2.206991195678711 (2.2333357135454817) | > loss_disc_real_0: 0.04684486240148544 (0.10020833214124043) | > loss_disc_real_1: 0.27434056997299194 (0.2692781997223695) | > loss_disc_real_2: 0.21605077385902405 (0.2210310436785221) | > loss_disc_real_3: 0.23680922389030457 (0.22972706084450087) | > loss_disc_real_4: 0.15516294538974762 (0.2019263015439113) | > loss_disc_real_5: 0.2123778909444809 (0.22938989227016768) | > loss_0: 2.206991195678711 (2.2333357135454817) | > loss_gen: 2.433666944503784 (2.741875092188517) | > loss_kl: 1.7342934608459473 (2.1606737673282628) | > loss_feat: 5.343328952789307 (7.063793182373047) | > loss_mel: 20.066650390625 (18.939828236897785) | > loss_duration: 2.192495107650757 (2.2789591948191323) | > loss_1: 31.77043342590332 (33.185129483540855)  --> STEP: 13 | > loss_disc: 2.70139479637146 (2.269340258378249) | > loss_disc_real_0: 0.12239458411931992 (0.10191496690878502) | > loss_disc_real_1: 0.41609328985214233 (0.2805716681938905) | > loss_disc_real_2: 0.1721440851688385 (0.21727050840854645) | > loss_disc_real_3: 0.36111894249916077 (0.2398341286640901) | > loss_disc_real_4: 0.27997830510139465 (0.20793030181756386) | > loss_disc_real_5: 0.2932170033454895 (0.23429967004519242) | > loss_0: 2.70139479637146 (2.269340258378249) | > loss_gen: 2.662945508956909 (2.735803585786086) | > loss_kl: 1.6152169704437256 (2.1187155521832985) | > loss_feat: 6.731866836547852 (7.0382603865403395) | > loss_mel: 17.359865188598633 (18.81829261779785) | > loss_duration: 2.1293392181396484 (2.2674499658437877) | > loss_1: 30.49923324584961 (32.978522080641525)  --> STEP: 14 | > loss_disc: 1.9981343746185303 (2.2499684095382695) | > loss_disc_real_0: 0.09778796136379242 (0.1016201807984284) | > loss_disc_real_1: 0.1914590448141098 (0.27420648080962046) | > loss_disc_real_2: 0.18409393727779388 (0.21490075332777842) | > loss_disc_real_3: 0.19677390158176422 (0.23675839815820968) | > loss_disc_real_4: 0.20070874691009521 (0.2074144764670304) | > loss_disc_real_5: 0.17364516854286194 (0.22996720565216883) | > loss_0: 1.9981343746185303 (2.2499684095382695) | > loss_gen: 2.976780891418457 (2.7530162504741122) | > loss_kl: 2.5090482234954834 (2.146596457277026) | > loss_feat: 7.991429328918457 (7.106343882424491) | > loss_mel: 21.796438217163086 (19.031017303466797) | > loss_duration: 2.322256326675415 (2.2713647059031894) | > loss_1: 37.59595489501953 (33.30833871023996)  --> STEP: 15 | > loss_disc: 2.145634174346924 (2.2430127938588464) | > loss_disc_real_0: 0.13831624388694763 (0.10406658500432968) | > loss_disc_real_1: 0.2517969608306885 (0.272712512811025) | > loss_disc_real_2: 0.2699923813343048 (0.2185735285282135) | > loss_disc_real_3: 0.16606086492538452 (0.2320452292760213) | > loss_disc_real_4: 0.2107069492340088 (0.2076339746514956) | > loss_disc_real_5: 0.19618651270866394 (0.22771515945593515) | > loss_0: 2.145634174346924 (2.2430127938588464) | > loss_gen: 3.3932807445526123 (2.7957005500793457) | > loss_kl: 2.297178030014038 (2.1566352287928274) | > loss_feat: 12.027191162109375 (7.434400367736816) | > loss_mel: 20.02800750732422 (19.097483317057293) | > loss_duration: 2.2480149269104004 (2.269808053970337) | > loss_1: 39.993675231933594 (33.7540278116862)  --> STEP: 16 | > loss_disc: 2.3175034523010254 (2.2476684600114827) | > loss_disc_real_0: 0.1252298653125763 (0.1053892900235951) | > loss_disc_real_1: 0.26289159059524536 (0.27209870517253876) | > loss_disc_real_2: 0.2637158930301666 (0.22139492630958557) | > loss_disc_real_3: 0.23521366715431213 (0.2322432566434145) | > loss_disc_real_4: 0.1875668168067932 (0.20637977728620172) | > loss_disc_real_5: 0.24310392141342163 (0.22867695707827806) | > loss_0: 2.3175034523010254 (2.2476684600114827) | > loss_gen: 2.8397371768951416 (2.798452839255333) | > loss_kl: 2.3577985763549805 (2.169207938015462) | > loss_feat: 6.658307075500488 (7.385894536972046) | > loss_mel: 18.33730697631836 (19.04997229576111) | > loss_duration: 2.356804132461548 (2.2752453088760376) | > loss_1: 32.54995346069336 (33.678773164749146)  --> STEP: 17 | > loss_disc: 2.1931800842285156 (2.244463261436014) | > loss_disc_real_0: 0.06951373815536499 (0.10327896344311097) | > loss_disc_real_1: 0.274623841047287 (0.2722472425769357) | > loss_disc_real_2: 0.2659226059913635 (0.22401420158498428) | > loss_disc_real_3: 0.2646320164203644 (0.23414847780676448) | > loss_disc_real_4: 0.23471646010875702 (0.20804664098164616) | > loss_disc_real_5: 0.22508873045444489 (0.22846588492393494) | > loss_0: 2.1931800842285156 (2.244463261436014) | > loss_gen: 2.809995651245117 (2.7991318281959083) | > loss_kl: 1.9417939186096191 (2.1558306427562948) | > loss_feat: 6.142492771148682 (7.312753256629495) | > loss_mel: 18.20388412475586 (19.000202403349036) | > loss_duration: 2.325289249420166 (2.2781890700845158) | > loss_1: 31.42345428466797 (33.54610734827378)  --> STEP: 18 | > loss_disc: 2.3283700942993164 (2.2491247521506414) | > loss_disc_real_0: 0.0607023760676384 (0.10091359747780694) | > loss_disc_real_1: 0.3401700258255005 (0.27602073053518933) | > loss_disc_real_2: 0.1853422373533249 (0.22186575912766987) | > loss_disc_real_3: 0.1898248791694641 (0.2316860556602478) | > loss_disc_real_4: 0.23989634215831757 (0.20981606882479456) | > loss_disc_real_5: 0.25592759251594543 (0.2299915353457133) | > loss_0: 2.3283700942993164 (2.2491247521506414) | > loss_gen: 2.775754690170288 (2.7978330983055963) | > loss_kl: 2.4011199474334717 (2.169457826349471) | > loss_feat: 7.136392116546631 (7.302955415513781) | > loss_mel: 16.458009719848633 (18.8589694764879) | > loss_duration: 2.2176685333251953 (2.2748268180423312) | > loss_1: 30.98894500732422 (33.40404277377658)  --> STEP: 19 | > loss_disc: 2.422616958618164 (2.2582559209120903) | > loss_disc_real_0: 0.12939879298210144 (0.10241281829382244) | > loss_disc_real_1: 0.29293349385261536 (0.27691087597294856) | > loss_disc_real_2: 0.27021241188049316 (0.22441031979887108) | > loss_disc_real_3: 0.24705423414707184 (0.23249490715955434) | > loss_disc_real_4: 0.2778560519218445 (0.21339712056674456) | > loss_disc_real_5: 0.2389778345823288 (0.2304644984634299) | > loss_0: 2.422616958618164 (2.2582559209120903) | > loss_gen: 2.9476938247680664 (2.8057205049615157) | > loss_kl: 1.7618324756622314 (2.148003860523827) | > loss_feat: 8.243246078491211 (7.35244439777575) | > loss_mel: 19.025373458862305 (18.867727580823395) | > loss_duration: 2.28072190284729 (2.275137085663645) | > loss_1: 34.25886917114258 (33.449033636795846)  --> STEP: 20 | > loss_disc: 2.242788791656494 (2.2574825644493104) | > loss_disc_real_0: 0.09775801002979279 (0.10218007788062096) | > loss_disc_real_1: 0.2311074137687683 (0.27462070286273954) | > loss_disc_real_2: 0.2093573659658432 (0.2236576721072197) | > loss_disc_real_3: 0.21537058055400848 (0.23163869082927704) | > loss_disc_real_4: 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(18.81975980238481) | > loss_duration: 2.1453325748443604 (2.2675094171003867) | > loss_1: 36.37685775756836 (33.44259383461692)  --> STEP: 23 | > loss_disc: 2.5666370391845703 (2.2438564352367236) | > loss_disc_real_0: 0.07662144303321838 (0.09838234568419664) | > loss_disc_real_1: 0.27982214093208313 (0.27371384980885877) | > loss_disc_real_2: 0.20156359672546387 (0.2217990853216337) | > loss_disc_real_3: 0.24259831011295319 (0.2278408706188202) | > loss_disc_real_4: 0.23315677046775818 (0.2101813285895016) | > loss_disc_real_5: 0.3144080638885498 (0.2309401352768359) | > loss_0: 2.5666370391845703 (2.2438564352367236) | > loss_gen: 2.227304220199585 (2.803907570631608) | > loss_kl: 2.379957675933838 (2.116151291391125) | > loss_feat: 5.725831508636475 (7.347342594810154) | > loss_mel: 15.680623054504395 (18.683275595955227) | > loss_duration: 2.2623887062072754 (2.2672867774963383) | > loss_1: 28.276103973388672 (33.21796384065048)  --> STEP: 24 | > loss_disc: 2.3914482593536377 (2.2500060945749283) | > loss_disc_real_0: 0.11227647215127945 (0.09896126762032509) | > loss_disc_real_1: 0.2890878915786743 (0.2743544348826011) | > loss_disc_real_2: 0.1891387701034546 (0.22043823885420957) | > loss_disc_real_3: 0.24460400640964508 (0.22853933461010456) | > loss_disc_real_4: 0.21935759484767914 (0.21056367301692566) | > loss_disc_real_5: 0.22748315334320068 (0.23079609436293444) | > loss_0: 2.3914482593536377 (2.2500060945749283) | > loss_gen: 2.6029775142669678 (2.7955354849497476) | > loss_kl: 2.404829502105713 (2.1281795501708993) | > loss_feat: 7.528261184692383 (7.35488086938858) | > loss_mel: 19.140892028808594 (18.702342947324116) | > loss_duration: 2.433009147644043 (2.2741918762524924) | > loss_1: 34.10997009277344 (33.255130767822266)  --> STEP: 25 | > loss_disc: 2.2181308269500732 (2.248731083869934) | > loss_disc_real_0: 0.10528069734573364 (0.09921404480934143) | > loss_disc_real_1: 0.24116535484790802 (0.27302687168121337) | > loss_disc_real_2: 0.2360188364982605 (0.22106146275997163) | > loss_disc_real_3: 0.24109546840190887 (0.22904157996177674) | > loss_disc_real_4: 0.2590608298778534 (0.21250355929136278) | > loss_disc_real_5: 0.23688243329524994 (0.23103954792022705) | > loss_0: 2.2181308269500732 (2.248731083869934) | > loss_gen: 2.834026575088501 (2.797075128555298) | > loss_kl: 2.3685665130615234 (2.1377950286865244) | > loss_feat: 8.431037902832031 (7.397927150726319) | > loss_mel: 19.322458267211914 (18.72714756011963) | > loss_duration: 2.3498878479003906 (2.277219715118408) | > loss_1: 35.30597686767578 (33.337164611816405)  --> STEP: 26 | > loss_disc: 2.177170991897583 (2.245978772640228) | > loss_disc_real_0: 0.04505295678973198 (0.09713092603935645) | > loss_disc_real_1: 0.19782519340515137 (0.27013449943982637) | > loss_disc_real_2: 0.18722184002399445 (0.21975993880858788) | > loss_disc_real_3: 0.19556522369384766 (0.2277540277976256) | > loss_disc_real_4: 0.18479441106319427 (0.2114378228210486) | > loss_disc_real_5: 0.3007686138153076 (0.23372143507003784) | > loss_0: 2.177170991897583 (2.245978772640228) | > loss_gen: 2.3493056297302246 (2.7798532247543335) | > loss_kl: 1.864777684211731 (2.12729436159134) | > loss_feat: 9.020583152770996 (7.460336996958806) | > loss_mel: 19.934934616088867 (18.77360090842614) | > loss_duration: 2.269991397857666 (2.276941702916072) | > loss_1: 35.43959426879883 (33.418027290931114) --> EVAL PERFORMANCE | > avg_loader_time: 0.002288121443528396 (-3.478160271277748e-05) | > avg_loss_disc: 2.245978772640228 (-0.1390958244983973) | > avg_loss_disc_real_0: 0.09713092603935645 (-0.006244869186328009) | > avg_loss_disc_real_1: 0.27013449943982637 (-0.010056939262610198) | > avg_loss_disc_real_2: 0.21975993880858788 (+0.02745791811209458) | > avg_loss_disc_real_3: 0.2277540277976256 (-0.015043101058556496) | > avg_loss_disc_real_4: 0.2114378228210486 (+0.019503906082648487) | > avg_loss_disc_real_5: 0.23372143507003784 (-0.005985661767996281) | > avg_loss_0: 2.245978772640228 (-0.1390958244983973) | > avg_loss_gen: 2.7798532247543335 (+0.3310313958388109) | > avg_loss_kl: 2.12729436159134 (-0.03990718034597407) | > avg_loss_feat: 7.460336996958806 (+0.10062956809997559) | > avg_loss_mel: 18.77360090842614 (-0.36263095415555924) | > avg_loss_duration: 2.276941702916072 (+0.010341818516070855) | > avg_loss_1: 33.418027290931114 (+0.03946436368502759)  > EPOCH: 159/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:54:32)   --> TIME: 2024-06-10 21:54:35 -- STEP: 4/330 -- GLOBAL_STEP: 140475 | > loss_disc: 2.3381431102752686 (2.3466789722442627) | > loss_disc_real_0: 0.0821123868227005 (0.0952492319047451) | > loss_disc_real_1: 0.17082731425762177 (0.1637904830276966) | > loss_disc_real_2: 0.2648860812187195 (0.23681379854679108) | > loss_disc_real_3: 0.21928471326828003 (0.20543517172336578) | > loss_disc_real_4: 0.19175633788108826 (0.1911812499165535) | > loss_disc_real_5: 0.22757872939109802 (0.21879565715789795) | > loss_0: 2.3381431102752686 (2.3466789722442627) | > grad_norm_0: tensor(12.2776, device='cuda:0') (tensor(9.5576, device='cuda:0')) | > loss_gen: 2.6576085090637207 (2.468926787376404) | > loss_kl: 1.892080307006836 (1.7363740503787994) | > loss_feat: 6.680530071258545 (7.044407367706299) | > loss_mel: 19.21811294555664 (19.43751287460327) | > loss_duration: 2.3174614906311035 (2.3163164258003235) | > loss_1: 32.76579284667969 (33.00353717803955) | > grad_norm_1: tensor(219.8810, device='cuda:0') (tensor(248.8521, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3353 (0.3591001033782959) | > loader_time: 0.0027 (0.003086864948272705)  --> TIME: 2024-06-10 21:54:44 -- STEP: 29/330 -- GLOBAL_STEP: 140500 | > loss_disc: 2.175827980041504 (2.308591941307331) | > loss_disc_real_0: 0.07977478951215744 (0.10597996465091047) | > loss_disc_real_1: 0.18961624801158905 (0.20280097630517235) | > loss_disc_real_2: 0.21676640212535858 (0.22033420513416158) | > loss_disc_real_3: 0.20922532677650452 (0.22400492326966648) | > loss_disc_real_4: 0.20587322115898132 (0.2204785665561413) | > loss_disc_real_5: 0.20165778696537018 (0.21805115095500288) | > loss_0: 2.175827980041504 (2.308591941307331) | > grad_norm_0: tensor(12.9200, device='cuda:0') (tensor(21.4574, device='cuda:0')) | > loss_gen: 2.7879397869110107 (2.6074311651032547) | > loss_kl: 1.7257003784179688 (1.712156188899073) | > loss_feat: 7.255216121673584 (7.171989440917969) | > loss_mel: 19.625215530395508 (19.429647511449353) | > loss_duration: 2.090878963470459 (2.1368657473860115) | > loss_1: 33.48495101928711 (33.05809007841965) | > grad_norm_1: tensor(452.5076, device='cuda:0') (tensor(296.3467, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3551 (0.3481460604174384) | > loader_time: 0.0032 (0.0031908216147587217) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_140500.pth  --> TIME: 2024-06-10 21:54:58 -- STEP: 54/330 -- GLOBAL_STEP: 140525 | > loss_disc: 2.2473340034484863 (2.284229424264696) | > loss_disc_real_0: 0.14016559720039368 (0.10862895860164254) | > loss_disc_real_1: 0.18014948070049286 (0.20184414171510273) | > loss_disc_real_2: 0.22911962866783142 (0.22010496451898856) | > loss_disc_real_3: 0.20613189041614532 (0.2234539188168667) | > loss_disc_real_4: 0.21871088445186615 (0.21601205788276814) | > loss_disc_real_5: 0.22352011501789093 (0.21361323832361787) | > loss_0: 2.2473340034484863 (2.284229424264696) | > grad_norm_0: tensor(19.5164, device='cuda:0') (tensor(22.1383, device='cuda:0')) | > loss_gen: 2.5644140243530273 (2.6258303633442632) | > loss_kl: 1.8212510347366333 (1.7026793029573228) | > loss_feat: 7.764527797698975 (7.386795591425012) | > loss_mel: 19.39145278930664 (19.535635806896067) | > loss_duration: 2.064858913421631 (2.1008549089784974) | > loss_1: 33.606502532958984 (33.35179576167352) | > grad_norm_1: tensor(291.1501, device='cuda:0') (tensor(297.0117, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3552 (0.35625408755408394) | > loader_time: 0.0035 (0.003340036780745895)  --> TIME: 2024-06-10 21:55:07 -- STEP: 79/330 -- GLOBAL_STEP: 140550 | > loss_disc: 2.302366256713867 (2.276678960534592) | > loss_disc_real_0: 0.09443853795528412 (0.10976999866057045) | > loss_disc_real_1: 0.25133901834487915 (0.20114581739600698) | > loss_disc_real_2: 0.24988067150115967 (0.21884616700154316) | > loss_disc_real_3: 0.22460629045963287 (0.2215542308514631) | > loss_disc_real_4: 0.20910722017288208 (0.21430650032773801) | > loss_disc_real_5: 0.19685882329940796 (0.21298984749407707) | > loss_0: 2.302366256713867 (2.276678960534592) | > grad_norm_0: tensor(30.7587, device='cuda:0') (tensor(25.0439, device='cuda:0')) | > loss_gen: 2.5936286449432373 (2.633342063879665) | > loss_kl: 1.6718287467956543 (1.6894997448860845) | > loss_feat: 6.9889140129089355 (7.488627355309982) | > loss_mel: 18.93996810913086 (19.541999503027036) | > loss_duration: 2.0177745819091797 (2.085199944580658) | > loss_1: 32.21211242675781 (33.43866840797133) | > grad_norm_1: tensor(413.8744, device='cuda:0') (tensor(309.4503, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3649 (0.3606389594983451) | > loader_time: 0.0036 (0.003516305851030953)  --> TIME: 2024-06-10 21:55:17 -- STEP: 104/330 -- GLOBAL_STEP: 140575 | > loss_disc: 2.2225723266601562 (2.2720691126126518) | > loss_disc_real_0: 0.1093156486749649 (0.1096782789637263) | > loss_disc_real_1: 0.20430012047290802 (0.199176726432947) | > loss_disc_real_2: 0.22293435037136078 (0.21629127043371016) | > loss_disc_real_3: 0.21269190311431885 (0.22186390625742766) | > loss_disc_real_4: 0.19591188430786133 (0.21553364324455077) | > loss_disc_real_5: 0.19726093113422394 (0.2127869546126861) | > loss_0: 2.2225723266601562 (2.2720691126126518) | > grad_norm_0: tensor(23.1518, device='cuda:0') (tensor(23.1805, device='cuda:0')) | > loss_gen: 2.657658576965332 (2.6184418522394615) | > loss_kl: 1.8302277326583862 (1.6874461758595247) | > loss_feat: 8.125520706176758 (7.45045549594439) | > loss_mel: 19.585664749145508 (19.49742227334243) | > loss_duration: 2.104902505874634 (2.080255499252906) | > loss_1: 34.30397415161133 (33.33402132987974) | > grad_norm_1: tensor(166.4711, device='cuda:0') (tensor(284.5601, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3704 (0.3624990972188803) | > loader_time: 0.0037 (0.0036361996944134054)  --> TIME: 2024-06-10 21:55:26 -- STEP: 129/330 -- GLOBAL_STEP: 140600 | > loss_disc: 2.3482000827789307 (2.2748983294464824) | > loss_disc_real_0: 0.09990763664245605 (0.11036848438571589) | > loss_disc_real_1: 0.18355387449264526 (0.19892432488674341) | > loss_disc_real_2: 0.23226644098758698 (0.21644733407238656) | > loss_disc_real_3: 0.23760373890399933 (0.22219803559687712) | > loss_disc_real_4: 0.24483396112918854 (0.21575992456240248) | > loss_disc_real_5: 0.23926953971385956 (0.2123032583053722) | > loss_0: 2.3482000827789307 (2.2748983294464824) | > grad_norm_0: tensor(5.1327, device='cuda:0') (tensor(20.6642, device='cuda:0')) | > loss_gen: 2.651451826095581 (2.6099761271661563) | > loss_kl: 1.7702243328094482 (1.6915545962577643) | > loss_feat: 7.090561389923096 (7.442579398783603) | > loss_mel: 19.842506408691406 (19.50460535980935) | > loss_duration: 2.0443387031555176 (2.0788723664690356) | > loss_1: 33.39908218383789 (33.32758779303972) | > grad_norm_1: tensor(152.0913, device='cuda:0') (tensor(254.0620, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3798 (0.36459404553553854) | > loader_time: 0.004 (0.003737534663473913)  --> TIME: 2024-06-10 21:55:36 -- STEP: 154/330 -- GLOBAL_STEP: 140625 | > loss_disc: 2.267502546310425 (2.276209574241143) | > loss_disc_real_0: 0.10571081191301346 (0.11110323711068601) | > loss_disc_real_1: 0.19273073971271515 (0.1988040950004156) | > loss_disc_real_2: 0.20526011288166046 (0.21601035300787394) | > loss_disc_real_3: 0.2137247920036316 (0.22278855383009105) | > loss_disc_real_4: 0.2050045132637024 (0.21630477847216964) | > loss_disc_real_5: 0.2032502144575119 (0.2123560349082018) | > loss_0: 2.267502546310425 (2.276209574241143) | > grad_norm_0: tensor(18.6212, device='cuda:0') (tensor(19.3090, device='cuda:0')) | > loss_gen: 2.503035306930542 (2.601102126109135) | > loss_kl: 1.7387343645095825 (1.6953765649300114) | > loss_feat: 7.32916259765625 (7.426598462191495) | > loss_mel: 19.270376205444336 (19.521154316988863) | > loss_duration: 2.093531608581543 (2.0787799188068936) | > loss_1: 32.934837341308594 (33.32301124969086) | > grad_norm_1: tensor(104.2901, device='cuda:0') (tensor(236.9202, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3904 (0.3670826531075813) | > loader_time: 0.0041 (0.0038258533973198434)  --> TIME: 2024-06-10 21:55:45 -- STEP: 179/330 -- GLOBAL_STEP: 140650 | > loss_disc: 2.264937400817871 (2.2781050285147564) | > loss_disc_real_0: 0.1342959851026535 (0.11192440674458139) | > loss_disc_real_1: 0.21697017550468445 (0.19871746070225138) | > loss_disc_real_2: 0.23129518330097198 (0.2160907840595565) | > loss_disc_real_3: 0.23523835837841034 (0.22270857213928713) | > loss_disc_real_4: 0.22073261439800262 (0.21644758587109977) | > loss_disc_real_5: 0.19258439540863037 (0.21196218301131073) | > loss_0: 2.264937400817871 (2.2781050285147564) | > grad_norm_0: tensor(5.9343, device='cuda:0') (tensor(18.4180, device='cuda:0')) | > loss_gen: 2.7227537631988525 (2.5956236330490534) | > loss_kl: 1.6383858919143677 (1.7039706553826781) | > loss_feat: 7.237894058227539 (7.405263578425573) | > loss_mel: 18.61643409729004 (19.494547486971218) | > loss_duration: 2.1157948970794678 (2.083256684202056) | > loss_1: 32.331260681152344 (33.28266184290029) | > grad_norm_1: tensor(115.2734, device='cuda:0') (tensor(228.9214, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.3658 (0.36866092548690027) | > loader_time: 0.0043 (0.00391248617758298)  --> TIME: 2024-06-10 21:55:55 -- STEP: 204/330 -- GLOBAL_STEP: 140675 | > loss_disc: 2.2541494369506836 (2.276747671996846) | > loss_disc_real_0: 0.06011961027979851 (0.11245121983993873) | > loss_disc_real_1: 0.1885753571987152 (0.1991365126096734) | > loss_disc_real_2: 0.21067073941230774 (0.2158935756659975) | > loss_disc_real_3: 0.22828331589698792 (0.22242432175313726) | > loss_disc_real_4: 0.22902117669582367 (0.21678634900964944) | > loss_disc_real_5: 0.22033222019672394 (0.21179985138131122) | > loss_0: 2.2541494369506836 (2.276747671996846) | > grad_norm_0: tensor(46.1919, device='cuda:0') (tensor(19.4034, device='cuda:0')) | > loss_gen: 2.6068997383117676 (2.6014128771482707) | > loss_kl: 1.7301340103149414 (1.7070573194354186) | > loss_feat: 8.170629501342773 (7.436007181803386) | > loss_mel: 19.30021095275879 (19.47681836520926) | > loss_duration: 2.0779051780700684 (2.0889268213627394) | > loss_1: 33.88577651977539 (33.31022237328925) | > grad_norm_1: tensor(494.0304, device='cuda:0') (tensor(242.0750, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.4021 (0.371141254901886) | > loader_time: 0.0048 (0.00401772704778933)  --> TIME: 2024-06-10 21:56:06 -- STEP: 229/330 -- GLOBAL_STEP: 140700 | > loss_disc: 2.348968505859375 (2.274950009766624) | > loss_disc_real_0: 0.07131306827068329 (0.1128091043162294) | > loss_disc_real_1: 0.20643025636672974 (0.1993374510233058) | > loss_disc_real_2: 0.2150847613811493 (0.21540862445487727) | > loss_disc_real_3: 0.2822246551513672 (0.22233445337245558) | > loss_disc_real_4: 0.20578701794147491 (0.2160083647638429) | > loss_disc_real_5: 0.1818983256816864 (0.21133696675040317) | > loss_0: 2.348968505859375 (2.274950009766624) | > grad_norm_0: tensor(38.7644, device='cuda:0') (tensor(21.6829, device='cuda:0')) | > loss_gen: 2.6166679859161377 (2.6095457701703846) | > loss_kl: 1.803641438484192 (1.7054494515256589) | > loss_feat: 7.439131736755371 (7.454880579069712) | > loss_mel: 20.221820831298828 (19.455434582639484) | > loss_duration: 2.184093713760376 (2.095492860635816) | > loss_1: 34.26535415649414 (33.32080308839225) | > grad_norm_1: tensor(558.4940, device='cuda:0') (tensor(253.1241, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.4037 (0.3743508622115356) | > loader_time: 0.0051 (0.0041364821804662985)  --> TIME: 2024-06-10 21:56:16 -- STEP: 254/330 -- GLOBAL_STEP: 140725 | > loss_disc: 2.129401922225952 (2.271999348805645) | > loss_disc_real_0: 0.1018797904253006 (0.11349045193394809) | > loss_disc_real_1: 0.1910380870103836 (0.19958614563848084) | > loss_disc_real_2: 0.24992457032203674 (0.21484346341664398) | > loss_disc_real_3: 0.1691170483827591 (0.2217269490553638) | > loss_disc_real_4: 0.16229917109012604 (0.2156725264792367) | > loss_disc_real_5: 0.15240919589996338 (0.21057381539598224) | > loss_0: 2.129401922225952 (2.271999348805645) | > grad_norm_0: tensor(7.2757, device='cuda:0') (tensor(21.7327, device='cuda:0')) | > loss_gen: 2.5789406299591064 (2.6109095539633667) | > loss_kl: 1.7253533601760864 (1.7032734493571002) | > loss_feat: 8.004266738891602 (7.469003132947787) | > loss_mel: 19.23202133178711 (19.423538681090363) | > loss_duration: 2.1079132556915283 (2.1008871146074424) | > loss_1: 33.648494720458984 (33.307611758314735) | > grad_norm_1: tensor(224.2817, device='cuda:0') (tensor(257.5974, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.4221 (0.37833370092346913) | > loader_time: 0.0059 (0.0042712294210599175)  --> TIME: 2024-06-10 21:56:27 -- STEP: 279/330 -- GLOBAL_STEP: 140750 | > loss_disc: 2.272381067276001 (2.274565765934605) | > loss_disc_real_0: 0.13720397651195526 (0.11426211312733674) | > loss_disc_real_1: 0.1907145231962204 (0.19989364890642058) | > loss_disc_real_2: 0.20813912153244019 (0.2148058463595674) | > loss_disc_real_3: 0.19979827105998993 (0.2219278838044854) | > loss_disc_real_4: 0.18731719255447388 (0.21602528496882395) | > loss_disc_real_5: 0.17795898020267487 (0.21044347299042568) | > loss_0: 2.272381067276001 (2.274565765934605) | > grad_norm_0: tensor(20.2985, device='cuda:0') (tensor(21.4886, device='cuda:0')) | > loss_gen: 2.5356483459472656 (2.6066842685890865) | > loss_kl: 1.778545618057251 (1.7060910258241877) | > loss_feat: 7.45121955871582 (7.47206597345277) | > loss_mel: 18.430461883544922 (19.389416554495437) | > loss_duration: 2.1794028282165527 (2.108518745736837) | > loss_1: 32.37527847290039 (33.28277642581626) | > grad_norm_1: tensor(135.0679, device='cuda:0') (tensor(256.6711, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.4353 (0.38327497564336294) | > loader_time: 0.0058 (0.004414302046580981)  --> TIME: 2024-06-10 21:56:39 -- STEP: 304/330 -- GLOBAL_STEP: 140775 | > loss_disc: 2.441775321960449 (2.2736927427743607) | > loss_disc_real_0: 0.1600629687309265 (0.11471557223826256) | > loss_disc_real_1: 0.2817372679710388 (0.20046814526186177) | > loss_disc_real_2: 0.2444460690021515 (0.21528196075048892) | > loss_disc_real_3: 0.24225693941116333 (0.2216763944414101) | > loss_disc_real_4: 0.20937342941761017 (0.21557431658239742) | > loss_disc_real_5: 0.25684812664985657 (0.2100607588102943) | > loss_0: 2.441775321960449 (2.2736927427743607) | > grad_norm_0: tensor(8.0327, device='cuda:0') (tensor(23.6738, device='cuda:0')) | > loss_gen: 2.7870349884033203 (2.614881137483996) | > loss_kl: 1.8145009279251099 (1.707105760119464) | > loss_feat: 8.363199234008789 (7.51585674913306) | > loss_mel: 18.933713912963867 (19.35169343571914) | > loss_duration: 2.244847059249878 (2.1177130012135748) | > loss_1: 34.14329528808594 (33.307249953872294) | > grad_norm_1: tensor(503.1616, device='cuda:0') (tensor(270.5591, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.4606 (0.3896250364027523) | > loader_time: 0.0071 (0.004593924472206518)  --> TIME: 2024-06-10 21:57:07 -- STEP: 329/330 -- GLOBAL_STEP: 140800 | > loss_disc: 2.405142307281494 (2.282024964735501) | > loss_disc_real_0: 0.2266000211238861 (0.11651237477692791) | > loss_disc_real_1: 0.3307194113731384 (0.20282264823790375) | > loss_disc_real_2: 0.22823645174503326 (0.21533484892823418) | > loss_disc_real_3: 0.20037952065467834 (0.22196845284530095) | > loss_disc_real_4: 0.20893007516860962 (0.21568104914618844) | > loss_disc_real_5: 0.16674795746803284 (0.20993330866370158) | > loss_0: 2.405142307281494 (2.282024964735501) | > grad_norm_0: tensor(10.5165, device='cuda:0') (tensor(24.8443, device='cuda:0')) | > loss_gen: 2.6981518268585205 (2.6161668633979844) | > loss_kl: 1.9191054105758667 (1.7159007573924898) | > loss_feat: 11.14349365234375 (7.6245700508627845) | > loss_mel: 21.3326416015625 (19.331339833221904) | > loss_duration: 2.274054527282715 (2.130655394499063) | > loss_1: 39.36744689941406 (33.41863276820778) | > grad_norm_1: tensor(259.1893, device='cuda:0') (tensor(279.0600, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 14.0294 (0.4443657361990049) | > loader_time: 0.033 (0.005032723435514967)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.349153995513916 (2.349153995513916) | > loss_disc_real_0: 0.11477033793926239 (0.11477033793926239) | > loss_disc_real_1: 0.24355171620845795 (0.24355171620845795) | > loss_disc_real_2: 0.20231583714485168 (0.20231583714485168) | > loss_disc_real_3: 0.2812190353870392 (0.2812190353870392) | > loss_disc_real_4: 0.2178577035665512 (0.2178577035665512) | > loss_disc_real_5: 0.2693270444869995 (0.2693270444869995) | > loss_0: 2.349153995513916 (2.349153995513916) | > loss_gen: 2.517207622528076 (2.517207622528076) | > loss_kl: 1.4992001056671143 (1.4992001056671143) | > loss_feat: 5.05554723739624 (5.05554723739624) | > loss_mel: 16.348390579223633 (16.348390579223633) | > loss_duration: 2.742457628250122 (2.742457628250122) | > loss_1: 28.162803649902344 (28.162803649902344)  --> STEP: 1 | > loss_disc: 2.230626344680786 (2.230626344680786) | > loss_disc_real_0: 0.08538280427455902 (0.08538280427455902) | > loss_disc_real_1: 0.1789955496788025 (0.1789955496788025) | > loss_disc_real_2: 0.14811073243618011 (0.14811073243618011) | > loss_disc_real_3: 0.25279292464256287 (0.25279292464256287) | > loss_disc_real_4: 0.24440422654151917 (0.24440422654151917) | > loss_disc_real_5: 0.27366578578948975 (0.27366578578948975) | > loss_0: 2.230626344680786 (2.230626344680786) | > loss_gen: 2.2826168537139893 (2.2826168537139893) | > loss_kl: 2.250267267227173 (2.250267267227173) | > loss_feat: 5.109228134155273 (5.109228134155273) | > loss_mel: 19.162118911743164 (19.162118911743164) | > loss_duration: 2.3042869567871094 (2.3042869567871094) | > loss_1: 31.108518600463867 (31.108518600463867)  --> STEP: 2 | > loss_disc: 2.18992018699646 (2.210273265838623) | > loss_disc_real_0: 0.12364043295383453 (0.10451161861419678) | > loss_disc_real_1: 0.20790508389472961 (0.19345031678676605) | > loss_disc_real_2: 0.25627774000167847 (0.2021942362189293) | > loss_disc_real_3: 0.27686914801597595 (0.2648310363292694) | > loss_disc_real_4: 0.26236584782600403 (0.2533850371837616) | > loss_disc_real_5: 0.2584083676338196 (0.26603707671165466) | > loss_0: 2.18992018699646 (2.210273265838623) | > loss_gen: 2.8231160640716553 (2.5528664588928223) | > loss_kl: 2.6952426433563232 (2.472754955291748) | > loss_feat: 5.9297194480896 (5.5194737911224365) | > loss_mel: 20.856637954711914 (20.00937843322754) | > loss_duration: 2.4121346473693848 (2.358210802078247) | > loss_1: 34.71685028076172 (32.91268444061279)  --> STEP: 3 | > loss_disc: 2.0376124382019043 (2.1527196566263833) | > loss_disc_real_0: 0.1555061638355255 (0.1215098003546397) | > loss_disc_real_1: 0.18924808502197266 (0.19204957286516824) | > loss_disc_real_2: 0.19443129003047943 (0.199606587489446) | > loss_disc_real_3: 0.20937535166740417 (0.24634580810864767) | > loss_disc_real_4: 0.195692777633667 (0.23415428400039673) | > loss_disc_real_5: 0.1957070529460907 (0.24259373545646667) | > loss_0: 2.0376124382019043 (2.1527196566263833) | > loss_gen: 2.7041425704956055 (2.6032918294270835) | > loss_kl: 2.329552173614502 (2.425020694732666) | > loss_feat: 6.329824447631836 (5.789590676625569) | > loss_mel: 21.47464942932129 (20.49780209859212) | > loss_duration: 2.1746320724487305 (2.2970178922017417) | > loss_1: 35.01280212402344 (33.61272366841634)  --> STEP: 4 | > loss_disc: 2.3376455307006836 (2.1989511251449585) | > loss_disc_real_0: 0.2757178544998169 (0.160061813890934) | > loss_disc_real_1: 0.19598709046840668 (0.19303395226597786) | > loss_disc_real_2: 0.20512762665748596 (0.200986847281456) | > loss_disc_real_3: 0.28882861137390137 (0.2569665089249611) | > loss_disc_real_4: 0.2358376383781433 (0.23457512259483337) | > loss_disc_real_5: 0.18070848286151886 (0.22712242230772972) | > loss_0: 2.3376455307006836 (2.1989511251449585) | > loss_gen: 2.69755482673645 (2.626857578754425) | > loss_kl: 2.4388842582702637 (2.4284865856170654) | > loss_feat: 7.963754653930664 (6.333131670951843) | > loss_mel: 20.077096939086914 (20.39262580871582) | > loss_duration: 2.262446165084839 (2.288374960422516) | > loss_1: 35.43973922729492 (34.069477558135986)  --> STEP: 5 | > loss_disc: 2.161383867263794 (2.1914376735687258) | > loss_disc_real_0: 0.25690123438835144 (0.17942969799041747) | > loss_disc_real_1: 0.3010159432888031 (0.2146303504705429) | > loss_disc_real_2: 0.27053597569465637 (0.21489667296409606) | > loss_disc_real_3: 0.23935075104236603 (0.2534433573484421) | > loss_disc_real_4: 0.20758403837680817 (0.22917690575122834) | > loss_disc_real_5: 0.19831672310829163 (0.2213612824678421) | > loss_0: 2.161383867263794 (2.1914376735687258) | > loss_gen: 3.2646677494049072 (2.7544196128845213) | > loss_kl: 0.8337212800979614 (2.1095335245132447) | > loss_feat: 5.941461563110352 (6.254797649383545) | > loss_mel: 18.606782913208008 (20.03545722961426) | > loss_duration: 2.407545328140259 (2.3122090339660644) | > loss_1: 31.05417823791504 (33.466417694091795)  --> STEP: 6 | > loss_disc: 2.4229211807250977 (2.2300182580947876) | > loss_disc_real_0: 0.16911745071411133 (0.1777109901110331) | > loss_disc_real_1: 0.2661096453666687 (0.22321023295323053) | > loss_disc_real_2: 0.28117823600769043 (0.22594360013802847) | > loss_disc_real_3: 0.2812251150608063 (0.2580736503005028) | > loss_disc_real_4: 0.2979273200035095 (0.24063530812660852) | > loss_disc_real_5: 0.2771802842617035 (0.23066444943348566) | > loss_0: 2.4229211807250977 (2.2300182580947876) | > loss_gen: 2.623795509338379 (2.7326489289601645) | > loss_kl: 1.6689449548721313 (2.0361020962397256) | > loss_feat: 3.9254019260406494 (5.866565028826396) | > loss_mel: 18.751239776611328 (19.8214209874471) | > loss_duration: 2.1193413734436035 (2.280064423878988) | > loss_1: 29.08872413635254 (32.736802101135254)  --> STEP: 7 | > loss_disc: 2.1074254512786865 (2.2125049999782016) | > loss_disc_real_0: 0.1966380923986435 (0.18041486186640604) | > loss_disc_real_1: 0.23456759750843048 (0.2248327136039734) | > loss_disc_real_2: 0.20600907504558563 (0.22309581083910807) | > loss_disc_real_3: 0.24510304629802704 (0.25622070687157766) | > loss_disc_real_4: 0.1769065260887146 (0.2315311964069094) | > loss_disc_real_5: 0.1856008768081665 (0.2242267962012972) | > loss_0: 2.1074254512786865 (2.2125049999782016) | > loss_gen: 2.812295913696289 (2.7440270696367537) | > loss_kl: 3.0871763229370117 (2.186255557196481) | > loss_feat: 7.6807708740234375 (6.125737292425973) | > loss_mel: 20.499135971069336 (19.91823741367885) | > loss_duration: 2.4499030113220215 (2.3043270792279924) | > loss_1: 36.52927780151367 (33.27858434404646)  --> STEP: 8 | > loss_disc: 2.052696466445923 (2.192528933286667) | > loss_disc_real_0: 0.22018229961395264 (0.18538579158484936) | > loss_disc_real_1: 0.1692231148481369 (0.21788151375949383) | > loss_disc_real_2: 0.146440327167511 (0.21351387538015842) | > loss_disc_real_3: 0.15475380420684814 (0.24353734403848648) | > loss_disc_real_4: 0.11687992513179779 (0.21719978749752045) | > loss_disc_real_5: 0.14048300683498383 (0.21375882253050804) | > loss_0: 2.052696466445923 (2.192528933286667) | > loss_gen: 2.832042694091797 (2.755029022693634) | > loss_kl: 2.2500040531158447 (2.1942241191864014) | > loss_feat: 12.243609428405762 (6.890471309423447) | > loss_mel: 21.0152530670166 (20.05536437034607) | > loss_duration: 2.129551410675049 (2.2824801206588745) | > loss_1: 40.470458984375 (34.177568674087524)  --> STEP: 9 | > loss_disc: 2.3958628177642822 (2.215121587117513) | > loss_disc_real_0: 0.31490015983581543 (0.1997762769460678) | > loss_disc_real_1: 0.2177618443965912 (0.21786821716361576) | > loss_disc_real_2: 0.28528714179992676 (0.22148868276013267) | > loss_disc_real_3: 0.2883464992046356 (0.2485161390569475) | > loss_disc_real_4: 0.23429417610168457 (0.21909916400909424) | > loss_disc_real_5: 0.2560235261917114 (0.2184549007150862) | > loss_0: 2.3958628177642822 (2.215121587117513) | > loss_gen: 3.0809085369110107 (2.791237857606676) | > loss_kl: 1.730565071105957 (2.142706447177463) | > loss_feat: 6.387238025665283 (6.834556500116984) | > loss_mel: 20.72453498840332 (20.129716661241318) | > loss_duration: 2.0962748527526855 (2.261790646447076) | > loss_1: 34.0195198059082 (34.16000768873427)  --> STEP: 10 | > loss_disc: 2.2325425148010254 (2.216863679885864) | > loss_disc_real_0: 0.1626233160495758 (0.1960609808564186) | > loss_disc_real_1: 0.2978665232658386 (0.22586804777383804) | > loss_disc_real_2: 0.23785382509231567 (0.22312519699335098) | > loss_disc_real_3: 0.2032964527606964 (0.24399417042732238) | > loss_disc_real_4: 0.16160134971141815 (0.21334938257932662) | > loss_disc_real_5: 0.145989328622818 (0.21120834350585938) | > loss_0: 2.2325425148010254 (2.216863679885864) | > loss_gen: 2.7796859741210938 (2.7900826692581178) | > loss_kl: 1.907914161682129 (2.1192272186279295) | > loss_feat: 5.732975482940674 (6.724398398399353) | > loss_mel: 16.279430389404297 (19.744688034057617) | > loss_duration: 2.2967634201049805 (2.265287923812866) | > loss_1: 28.996768951416016 (33.64368381500244)  --> STEP: 11 | > loss_disc: 2.315671920776367 (2.2258462472395464) | > loss_disc_real_0: 0.13109606504440308 (0.19015507941896265) | > loss_disc_real_1: 0.27116596698760986 (0.22998604042963547) | > loss_disc_real_2: 0.29972702264785767 (0.23008899932557886) | > loss_disc_real_3: 0.3083423972129822 (0.24984400922601874) | > loss_disc_real_4: 0.2340260148048401 (0.21522907641800967) | > loss_disc_real_5: 0.26836684346199036 (0.21640457077459854) | > loss_0: 2.315671920776367 (2.2258462472395464) | > loss_gen: 2.8202171325683594 (2.792822165922685) | > loss_kl: 2.8560233116149902 (2.1862086816267534) | > loss_feat: 6.391195774078369 (6.694107250733809) | > loss_mel: 19.767560958862305 (19.746767390858043) | > loss_duration: 2.4371423721313477 (2.2809110554781826) | > loss_1: 34.27214050292969 (33.70081624117765)  --> STEP: 12 | > loss_disc: 2.2224652767181396 (2.225564499696096) | > loss_disc_real_0: 0.1760772168636322 (0.18898192420601845) | > loss_disc_real_1: 0.23000231385231018 (0.2299873965481917) | > loss_disc_real_2: 0.25041133165359497 (0.23178252701958021) | > loss_disc_real_3: 0.24850282073020935 (0.2497322435180346) | > loss_disc_real_4: 0.19530607759952545 (0.21356882651646933) | > loss_disc_real_5: 0.19818729162216187 (0.21488646417856216) | > loss_0: 2.2224652767181396 (2.225564499696096) | > loss_gen: 2.9226250648498535 (2.803639074166616) | > loss_kl: 1.9688462018966675 (2.168095141649246) | > loss_feat: 7.0013041496276855 (6.719706992308299) | > loss_mel: 18.475460052490234 (19.640825112660725) | > loss_duration: 2.2014975547790527 (2.2742932637532554) | > loss_1: 32.569732666015625 (33.60655927658081)  --> STEP: 13 | > loss_disc: 2.219813108444214 (2.2251220849844127) | > loss_disc_real_0: 0.1400662660598755 (0.18521918127169976) | > loss_disc_real_1: 0.3074764311313629 (0.23594809151612794) | > loss_disc_real_2: 0.18938089907169342 (0.22852086333128122) | > loss_disc_real_3: 0.2404301017522812 (0.2490166941514382) | > loss_disc_real_4: 0.1609569787979126 (0.20952176130734956) | > loss_disc_real_5: 0.2124624401330948 (0.2147000007904493) | > loss_0: 2.219813108444214 (2.2251220849844127) | > loss_gen: 2.8689846992492676 (2.8086656607114353) | > loss_kl: 2.0973007678985596 (2.1626494205915012) | > loss_feat: 6.926468372344971 (6.735611713849581) | > loss_mel: 18.33724594116211 (19.54054979177622) | > loss_duration: 2.1325995922088623 (2.263393750557533) | > loss_1: 32.36259841918945 (33.5108699798584)  --> STEP: 14 | > loss_disc: 2.252819776535034 (2.2271004915237427) | > loss_disc_real_0: 0.2144472301006317 (0.1873068990451949) | > loss_disc_real_1: 0.22825202345848083 (0.23539837236915315) | > loss_disc_real_2: 0.2677266597747803 (0.23132127736295974) | > loss_disc_real_3: 0.2041608989238739 (0.24581270877804076) | > loss_disc_real_4: 0.19584403932094574 (0.20854478116546357) | > loss_disc_real_5: 0.16978326439857483 (0.21149166247674397) | > loss_0: 2.252819776535034 (2.2271004915237427) | > loss_gen: 2.7821125984191895 (2.806769013404846) | > loss_kl: 2.669010639190674 (2.1988180790628706) | > loss_feat: 6.026773929595947 (6.68498044354575) | > loss_mel: 19.88867950439453 (19.565416199820383) | > loss_duration: 2.3824398517608643 (2.2718970435006276) | > loss_1: 33.74901580810547 (33.52788039616176)  --> STEP: 15 | > loss_disc: 2.3657710552215576 (2.2363451957702636) | > loss_disc_real_0: 0.2865733504295349 (0.19392466247081758) | > loss_disc_real_1: 0.2825852036476135 (0.2385441611210505) | > loss_disc_real_2: 0.2906298041343689 (0.23527517914772034) | > loss_disc_real_3: 0.2573373019695282 (0.2465810149908066) | > loss_disc_real_4: 0.17659905552864075 (0.20641506612300872) | > loss_disc_real_5: 0.20046086609363556 (0.21075627605120342) | > loss_0: 2.3657710552215576 (2.2363451957702636) | > loss_gen: 2.9192986488342285 (2.8142709891001383) | > loss_kl: 2.261098861694336 (2.2029701312383017) | > loss_feat: 7.9030232429504395 (6.7661832968393965) | > loss_mel: 19.87542724609375 (19.586083602905273) | > loss_duration: 2.257230758666992 (2.2709192911783855) | > loss_1: 35.21607971191406 (33.64042701721191)  --> STEP: 16 | > loss_disc: 2.4081430435180664 (2.2470825612545013) | > loss_disc_real_0: 0.1102352887392044 (0.18869407661259174) | > loss_disc_real_1: 0.22319723665714264 (0.23758497834205627) | > loss_disc_real_2: 0.2568177282810211 (0.23662158846855164) | > loss_disc_real_3: 0.24642284214496613 (0.24657112918794155) | > loss_disc_real_4: 0.15927661955356598 (0.20346891321241856) | > loss_disc_real_5: 0.22126922011375427 (0.21141333505511284) | > loss_0: 2.4081430435180664 (2.2470825612545013) | > loss_gen: 2.466381788253784 (2.792527914047241) | > loss_kl: 2.068016529083252 (2.194535531103611) | > loss_feat: 8.974783897399902 (6.904220834374428) | > loss_mel: 20.55402946472168 (19.6465802192688) | > loss_duration: 2.338167190551758 (2.275122284889221) | > loss_1: 36.40138244628906 (33.812986731529236)  --> STEP: 17 | > loss_disc: 2.5473384857177734 (2.2647446744582234) | > loss_disc_real_0: 0.251754492521286 (0.19240351284251495) | > loss_disc_real_1: 0.28056901693344116 (0.24011345120037303) | > loss_disc_real_2: 0.3278025984764099 (0.2419851772925433) | > loss_disc_real_3: 0.3107435703277588 (0.25034597866675434) | > loss_disc_real_4: 0.2960936725139618 (0.2089174284654505) | > loss_disc_real_5: 0.3080798089504242 (0.21709959822542527) | > loss_0: 2.5473384857177734 (2.2647446744582234) | > loss_gen: 2.846741199493408 (2.7957169308381924) | > loss_kl: 1.6645199060440063 (2.1633581413942227) | > loss_feat: 5.165331840515137 (6.801933246500352) | > loss_mel: 18.164005279541016 (19.559369928696576) | > loss_duration: 2.414759397506714 (2.28333623269025) | > loss_1: 30.255355834960938 (33.60371432584875)  --> STEP: 18 | > loss_disc: 2.14628529548645 (2.2581635978486805) | > loss_disc_real_0: 0.1303376704454422 (0.188955410487122) | > loss_disc_real_1: 0.25735098123550415 (0.24107109175788033) | > loss_disc_real_2: 0.21889689564704895 (0.24070249497890472) | > loss_disc_real_3: 0.21626386046409607 (0.24845252765549553) | > loss_disc_real_4: 0.22078095376491547 (0.20957651320430967) | > loss_disc_real_5: 0.19599376618862152 (0.2159270520011584) | > loss_0: 2.14628529548645 (2.2581635978486805) | > loss_gen: 2.680023670196533 (2.789289527469211) | > loss_kl: 2.391566038131714 (2.1760363578796387) | > loss_feat: 6.297048091888428 (6.773884071244134) | > loss_mel: 17.257030487060547 (19.43146218193902) | > loss_duration: 2.210484027862549 (2.2792888879776) | > loss_1: 30.836151123046875 (33.44996081458198)  --> STEP: 19 | > loss_disc: 2.2533514499664307 (2.2579103269075094) | > loss_disc_real_0: 0.1461063176393509 (0.18670019507408142) | > loss_disc_real_1: 0.2966453731060028 (0.2439960539340973) | > loss_disc_real_2: 0.2763059735298157 (0.24257636227105794) | > loss_disc_real_3: 0.266832172870636 (0.2494198774036608) | > loss_disc_real_4: 0.14335626363754272 (0.20609123691132195) | > loss_disc_real_5: 0.1713622808456421 (0.21358153772981545) | > loss_0: 2.2533514499664307 (2.2579103269075094) | > loss_gen: 3.0113155841827393 (2.8009751094015023) | > loss_kl: 1.994385004043579 (2.1664757603093197) | > loss_feat: 9.645634651184082 (6.9250288386093946) | > loss_mel: 19.00005340576172 (19.408756456877057) | > loss_duration: 2.2551817893981934 (2.278020093315526) | > loss_1: 35.90656661987305 (33.579255856965716)  --> STEP: 20 | > loss_disc: 2.1648879051208496 (2.253259205818176) | > loss_disc_real_0: 0.15782028436660767 (0.18525619953870773) | > loss_disc_real_1: 0.22575630247592926 (0.2430840663611889) | > loss_disc_real_2: 0.23761875927448273 (0.24232848212122918) | > loss_disc_real_3: 0.25574803352355957 (0.24973628520965577) | > loss_disc_real_4: 0.16756711900234222 (0.20416503101587297) | > loss_disc_real_5: 0.19685782492160797 (0.21274535208940507) | > loss_0: 2.1648879051208496 (2.253259205818176) | > loss_gen: 2.920018196105957 (2.806927263736725) | > loss_kl: 1.6031806468963623 (2.138311004638672) | > loss_feat: 7.570059776306152 (6.957280385494232) | > loss_mel: 21.391342163085938 (19.5078857421875) | > loss_duration: 2.2949485778808594 (2.2788665175437925) | > loss_1: 35.77954864501953 (33.68927049636841)  --> STEP: 21 | > loss_disc: 2.236182451248169 (2.252446027029128) | > loss_disc_real_0: 0.17083889245986938 (0.1845696611063821) | > loss_disc_real_1: 0.35337144136428833 (0.24833584612324125) | > loss_disc_real_2: 0.295419305562973 (0.24485661657083602) | > loss_disc_real_3: 0.22361072897911072 (0.24849221110343933) | > loss_disc_real_4: 0.20602063834667206 (0.20425339326972053) | > loss_disc_real_5: 0.2259584367275238 (0.21337454659598215) | > loss_0: 2.236182451248169 (2.252446027029128) | > loss_gen: 3.206725835800171 (2.8259652909778414) | > loss_kl: 1.7558642625808716 (2.120099255016872) | > loss_feat: 5.922699451446533 (6.908014626730056) | > loss_mel: 18.507495880126953 (19.460248129708425) | > loss_duration: 2.180720329284668 (2.2741928895314536) | > loss_1: 31.573505401611328 (33.588519777570454)  --> STEP: 22 | > loss_disc: 2.334571361541748 (2.256178996779702) | > loss_disc_real_0: 0.11683721840381622 (0.1814909137108109) | > loss_disc_real_1: 0.3161473572254181 (0.25141818753697653) | > loss_disc_real_2: 0.22651369869709015 (0.24402284757657486) | > loss_disc_real_3: 0.25509005784988403 (0.24879211322827774) | > loss_disc_real_4: 0.24112185835838318 (0.20592923259193247) | > loss_disc_real_5: 0.25991734862327576 (0.21549012850631366) | > loss_0: 2.334571361541748 (2.256178996779702) | > loss_gen: 2.684668779373169 (2.819542722268538) | > loss_kl: 1.5874665975570679 (2.09588867967779) | > loss_feat: 5.501476287841797 (6.844081065871499) | > loss_mel: 15.420801162719727 (19.27663690393621) | > loss_duration: 2.129788875579834 (2.2676290707154707) | > loss_1: 27.324203491210938 (33.30377812819047)  --> STEP: 23 | > loss_disc: 2.317479133605957 (2.258844220119974) | > loss_disc_real_0: 0.16550001502037048 (0.18079565724600916) | > loss_disc_real_1: 0.3135644495487213 (0.25412019892879156) | > loss_disc_real_2: 0.2346080243587494 (0.2436135074366694) | > loss_disc_real_3: 0.209350124001503 (0.24707724413146143) | > loss_disc_real_4: 0.1794123351573944 (0.2047763240078221) | > loss_disc_real_5: 0.1700722575187683 (0.21351543846337692) | > loss_0: 2.317479133605957 (2.258844220119974) | > loss_gen: 2.5911848545074463 (2.809614119322404) | > loss_kl: 2.2896735668182373 (2.1043141095534614) | > loss_feat: 7.22089958190918 (6.860464479612268) | > loss_mel: 18.698902130126953 (19.251518000727113) | > loss_duration: 2.2585086822509766 (2.2672325320865796) | > loss_1: 33.05916976928711 (33.293142982151195)  --> STEP: 24 | > loss_disc: 2.136183023452759 (2.253733336925507) | > loss_disc_real_0: 0.09399231523275375 (0.1771788513287902) | > loss_disc_real_1: 0.21944093704223633 (0.2526752296835184) | > loss_disc_real_2: 0.2384408414363861 (0.24339797968665758) | > loss_disc_real_3: 0.22856351733207703 (0.24630583884815374) | > loss_disc_real_4: 0.17429988086223602 (0.20350647221008936) | > loss_disc_real_5: 0.16901972889900208 (0.2116614505648613) | > loss_0: 2.136183023452759 (2.253733336925507) | > loss_gen: 2.7101693153381348 (2.805470585823059) | > loss_kl: 2.0242974758148193 (2.1009800831476846) | > loss_feat: 6.497603416442871 (6.845345268646876) | > loss_mel: 19.276535034179688 (19.25256037712097) | > loss_duration: 2.401113748550415 (2.272810916105906) | > loss_1: 32.90971755981445 (33.27716692288717)  --> STEP: 25 | > loss_disc: 2.423279047012329 (2.26051516532898) | > loss_disc_real_0: 0.24487164616584778 (0.1798865631222725) | > loss_disc_real_1: 0.2824869751930237 (0.25386769950389865) | > loss_disc_real_2: 0.3286435604095459 (0.2468078029155731) | > loss_disc_real_3: 0.2808781564235687 (0.24768873155117035) | > loss_disc_real_4: 0.20039844512939453 (0.20338215112686156) | > loss_disc_real_5: 0.22390928864479065 (0.21215136408805846) | > loss_0: 2.423279047012329 (2.26051516532898) | > loss_gen: 3.0005180835723877 (2.813272485733032) | > loss_kl: 2.2724568843841553 (2.1078391551971434) | > loss_feat: 6.913252830505371 (6.848061571121216) | > loss_mel: 17.312536239624023 (19.174959411621092) | > loss_duration: 2.344848155975342 (2.2756924057006835) | > loss_1: 31.843612670898438 (33.21982475280762)  --> STEP: 26 | > loss_disc: 2.2962121963500977 (2.2618881280605616) | > loss_disc_real_0: 0.10660573095083237 (0.1770680695772171) | > loss_disc_real_1: 0.20176321268081665 (0.251863680779934) | > loss_disc_real_2: 0.17004118859767914 (0.24385524082642335) | > loss_disc_real_3: 0.19963352382183075 (0.24584045433081114) | > loss_disc_real_4: 0.1905980110168457 (0.2028904534303225) | > loss_disc_real_5: 0.17134658992290497 (0.21058194969709104) | > loss_0: 2.2962121963500977 (2.2618881280605616) | > loss_gen: 2.2840538024902344 (2.7929179209929247) | > loss_kl: 2.187671422958374 (2.110909627034114) | > loss_feat: 12.537763595581055 (7.066896264369671) | > loss_mel: 14.42171859741211 (18.99214245722844) | > loss_duration: 2.2980449199676514 (2.2765521177878747) | > loss_1: 33.729251861572266 (33.23941810314472) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024512364314152645 (+0.00016311498788686846) | > avg_loss_disc: 2.2618881280605616 (+0.01590935542033378) | > avg_loss_disc_real_0: 0.1770680695772171 (+0.07993714353786065) | > avg_loss_disc_real_1: 0.251863680779934 (-0.018270818659892385) | > avg_loss_disc_real_2: 0.24385524082642335 (+0.024095302017835468) | > avg_loss_disc_real_3: 0.24584045433081114 (+0.01808642653318554) | > avg_loss_disc_real_4: 0.2028904534303225 (-0.00854736939072609) | > avg_loss_disc_real_5: 0.21058194969709104 (-0.0231394853729468) | > avg_loss_0: 2.2618881280605616 (+0.01590935542033378) | > avg_loss_gen: 2.7929179209929247 (+0.013064696238591189) | > avg_loss_kl: 2.110909627034114 (-0.01638473455722611) | > avg_loss_feat: 7.066896264369671 (-0.39344073258913514) | > avg_loss_mel: 18.99214245722844 (+0.2185415488022997) | > avg_loss_duration: 2.2765521177878747 (-0.0003895851281972007) | > avg_loss_1: 33.23941810314472 (-0.17860918778639245)  > EPOCH: 160/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:57:12)   --> TIME: 2024-06-10 21:57:22 -- STEP: 24/330 -- GLOBAL_STEP: 140825 | > loss_disc: 2.17551326751709 (2.2875570058822636) | > loss_disc_real_0: 0.08848293125629425 (0.10812981302539508) | > loss_disc_real_1: 0.174675852060318 (0.1968579770376285) | > loss_disc_real_2: 0.19048982858657837 (0.21795836836099625) | > loss_disc_real_3: 0.21446897089481354 (0.22617677537103495) | > loss_disc_real_4: 0.21101947128772736 (0.21866009073952833) | > loss_disc_real_5: 0.2046484500169754 (0.21960183046758175) | > loss_0: 2.17551326751709 (2.2875570058822636) | > grad_norm_0: tensor(7.0098, device='cuda:0') (tensor(11.1298, device='cuda:0')) | > loss_gen: 2.5941760540008545 (2.557315508524577) | > loss_kl: 1.8517262935638428 (1.7221372425556183) | > loss_feat: 8.126659393310547 (7.162816882133484) | > loss_mel: 19.608896255493164 (19.51434969902039) | > loss_duration: 2.0276381969451904 (2.1598505179087324) | > loss_1: 34.2090950012207 (33.1164698600769) | > grad_norm_1: tensor(86.8839, device='cuda:0') (tensor(165.1641, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3526 (0.3564279476801553) | > loader_time: 0.0031 (0.0033857027689615884)  --> TIME: 2024-06-10 21:57:31 -- STEP: 49/330 -- GLOBAL_STEP: 140850 | > loss_disc: 2.2749011516571045 (2.2683013312670655) | > loss_disc_real_0: 0.09990571439266205 (0.11207927930719998) | > loss_disc_real_1: 0.2185981124639511 (0.19816417140620096) | > loss_disc_real_2: 0.2280222326517105 (0.21584477473278435) | > loss_disc_real_3: 0.2001829296350479 (0.22275130815651953) | > loss_disc_real_4: 0.19759207963943481 (0.21557946898499314) | > loss_disc_real_5: 0.16310788691043854 (0.21247387327709977) | > loss_0: 2.2749011516571045 (2.2683013312670655) | > grad_norm_0: tensor(11.2120, device='cuda:0') (tensor(10.5940, device='cuda:0')) | > loss_gen: 2.4958057403564453 (2.564439462155712) | > loss_kl: 1.8117400407791138 (1.7206385889831854) | > loss_feat: 7.340343952178955 (7.22748326282112) | > loss_mel: 18.962202072143555 (19.445003003490225) | > loss_duration: 2.021221876144409 (2.105376433353035) | > loss_1: 32.63131332397461 (33.06294083108708) | > grad_norm_1: tensor(94.9499, device='cuda:0') (tensor(157.9800, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3607 (0.3596753052302769) | > loader_time: 0.0041 (0.0034892705022072307)  --> TIME: 2024-06-10 21:57:41 -- STEP: 74/330 -- GLOBAL_STEP: 140875 | > loss_disc: 2.225407838821411 (2.2705939621538724) | > loss_disc_real_0: 0.10666808485984802 (0.1119448068375523) | > loss_disc_real_1: 0.17600616812705994 (0.1970482806901674) | > loss_disc_real_2: 0.2377280294895172 (0.21544009567918004) | > loss_disc_real_3: 0.24139714241027832 (0.22386997636105563) | > loss_disc_real_4: 0.2208666354417801 (0.21562207631162694) | > loss_disc_real_5: 0.21134808659553528 (0.21249802350192457) | > loss_0: 2.225407838821411 (2.2705939621538724) | > grad_norm_0: tensor(4.9844, device='cuda:0') (tensor(10.5023, device='cuda:0')) | > loss_gen: 2.7166097164154053 (2.5657307167310974) | > loss_kl: 1.8270444869995117 (1.7347164073505916) | > loss_feat: 8.038997650146484 (7.265802383422852) | > loss_mel: 19.508621215820312 (19.44744960681813) | > loss_duration: 1.9939615726470947 (2.083404782656076) | > loss_1: 34.085235595703125 (33.0971040725708) | > grad_norm_1: tensor(66.3044, device='cuda:0') (tensor(144.1074, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3705 (0.36364604975726156) | > loader_time: 0.0035 (0.003556064657262854)  --> TIME: 2024-06-10 21:57:50 -- STEP: 99/330 -- GLOBAL_STEP: 140900 | > loss_disc: 2.2387454509735107 (2.2697937175481013) | > loss_disc_real_0: 0.10997071862220764 (0.11157179699100629) | > loss_disc_real_1: 0.200430229306221 (0.19719453502183004) | > loss_disc_real_2: 0.2710716426372528 (0.21561694912838214) | > loss_disc_real_3: 0.23156538605690002 (0.22259738318847888) | > loss_disc_real_4: 0.1985711008310318 (0.21585536424559776) | > loss_disc_real_5: 0.18260060250759125 (0.21248496662486682) | > loss_0: 2.2387454509735107 (2.2697937175481013) | > grad_norm_0: tensor(24.0606, device='cuda:0') (tensor(10.7853, device='cuda:0')) | > loss_gen: 2.6301941871643066 (2.56678307899321) | > loss_kl: 1.6115769147872925 (1.733179003301293) | > loss_feat: 7.999679088592529 (7.28808954026964) | > loss_mel: 19.6336669921875 (19.436684232769604) | > loss_duration: 2.056833267211914 (2.0768866237967907) | > loss_1: 33.931949615478516 (33.10162266817962) | > grad_norm_1: tensor(370.1239, device='cuda:0') (tensor(148.0016, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3466 (0.3604960297093247) | > loader_time: 0.0036 (0.0036153311681265785)  --> TIME: 2024-06-10 21:57:59 -- STEP: 124/330 -- GLOBAL_STEP: 140925 | > loss_disc: 2.205293893814087 (2.2631526916257805) | > loss_disc_real_0: 0.13891693949699402 (0.11146900808859256) | > loss_disc_real_1: 0.1922197937965393 (0.19676492050770789) | > loss_disc_real_2: 0.1800536811351776 (0.21369812072765443) | > loss_disc_real_3: 0.18789446353912354 (0.2214976263142401) | > loss_disc_real_4: 0.16815835237503052 (0.21491745354667788) | > loss_disc_real_5: 0.20288203656673431 (0.21146706551794084) | > loss_0: 2.205293893814087 (2.2631526916257805) | > grad_norm_0: tensor(11.2010, device='cuda:0') (tensor(10.7900, device='cuda:0')) | > loss_gen: 2.581801652908325 (2.5721158442958707) | > loss_kl: 1.986061453819275 (1.7292340993881226) | > loss_feat: 7.492919445037842 (7.3167070842558335) | > loss_mel: 19.787832260131836 (19.45098898487708) | > loss_duration: 2.073085308074951 (2.075663686760011) | > loss_1: 33.92169952392578 (33.14470981782483) | > grad_norm_1: tensor(262.1888, device='cuda:0') (tensor(154.8288, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3614 (0.3597438989147063) | > loader_time: 0.0042 (0.0036667931464410596)  --> TIME: 2024-06-10 21:58:08 -- STEP: 149/330 -- GLOBAL_STEP: 140950 | > loss_disc: 2.046837568283081 (2.2621408932961082) | > loss_disc_real_0: 0.0849117785692215 (0.11095445453120559) | > loss_disc_real_1: 0.16868999600410461 (0.19746795976721995) | > loss_disc_real_2: 0.20428118109703064 (0.2132680656125882) | > loss_disc_real_3: 0.2003730833530426 (0.22199843103853648) | > loss_disc_real_4: 0.2101704329252243 (0.21555891563028298) | > loss_disc_real_5: 0.19074052572250366 (0.21023942210130242) | > loss_0: 2.046837568283081 (2.2621408932961082) | > grad_norm_0: tensor(22.4916, device='cuda:0') (tensor(11.8342, device='cuda:0')) | > loss_gen: 2.9085440635681152 (2.5788363562334307) | > loss_kl: 1.6156843900680542 (1.7242035113725087) | > loss_feat: 7.7318034172058105 (7.35564852720939) | > loss_mel: 20.322050094604492 (19.52552018389607) | > loss_duration: 2.0787768363952637 (2.0761049569853207) | > loss_1: 34.656856536865234 (33.260313699709506) | > grad_norm_1: tensor(222.5305, device='cuda:0') (tensor(170.6795, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3635 (0.36069024009192546) | > loader_time: 0.0041 (0.0037698553712576027)  --> TIME: 2024-06-10 21:58:18 -- STEP: 174/330 -- GLOBAL_STEP: 140975 | > loss_disc: 2.2146832942962646 (2.258355485981909) | > loss_disc_real_0: 0.08633901178836823 (0.11091463807327993) | > loss_disc_real_1: 0.18363656103610992 (0.1981757728104618) | > loss_disc_real_2: 0.19945059716701508 (0.21380443143090985) | > loss_disc_real_3: 0.23577140271663666 (0.22108630990159922) | > loss_disc_real_4: 0.20392939448356628 (0.21418952890511217) | > loss_disc_real_5: 0.23265087604522705 (0.21012193204342633) | > loss_0: 2.2146832942962646 (2.258355485981909) | > grad_norm_0: tensor(17.7314, device='cuda:0') (tensor(13.3303, device='cuda:0')) | > loss_gen: 2.777698040008545 (2.5928070435578814) | > loss_kl: 1.7108432054519653 (1.7251011790900395) | > loss_feat: 7.796745777130127 (7.3923987629769865) | > loss_mel: 19.140342712402344 (19.54563498222966) | > loss_duration: 2.150421619415283 (2.079422700679166) | > loss_1: 33.576053619384766 (33.33536484597745) | > grad_norm_1: tensor(127.2980, device='cuda:0') (tensor(178.5740, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3873 (0.3627380858892682) | > loader_time: 0.0045 (0.003889229105806899)  --> TIME: 2024-06-10 21:58:28 -- STEP: 199/330 -- GLOBAL_STEP: 141000 | > loss_disc: 2.40132999420166 (2.255055219084774) | > loss_disc_real_0: 0.17910617589950562 (0.11054507268583355) | > loss_disc_real_1: 0.22206665575504303 (0.19835348580800102) | > loss_disc_real_2: 0.23299597203731537 (0.21396863250876194) | > loss_disc_real_3: 0.22504229843616486 (0.22063784248864832) | > loss_disc_real_4: 0.20234709978103638 (0.21344472243258703) | > loss_disc_real_5: 0.22749552130699158 (0.20954100967352116) | > loss_0: 2.40132999420166 (2.255055219084774) | > grad_norm_0: tensor(62.6411, device='cuda:0') (tensor(15.1617, device='cuda:0')) | > loss_gen: 2.498466730117798 (2.6070939643898225) | > loss_kl: 1.6974812746047974 (1.7250638217782255) | > loss_feat: 6.780477046966553 (7.440937614920151) | > loss_mel: 19.837879180908203 (19.55324216104633) | > loss_duration: 2.2055845260620117 (2.0858608580114857) | > loss_1: 33.01988983154297 (33.41219857949109) | > grad_norm_1: tensor(159.7827, device='cuda:0') (tensor(194.1453, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3935 (0.36633096627853623) | > loader_time: 0.0055 (0.00404344611431486) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_141000.pth  --> TIME: 2024-06-10 21:58:43 -- STEP: 224/330 -- GLOBAL_STEP: 141025 | > loss_disc: 2.01554012298584 (2.2480172770363955) | > loss_disc_real_0: 0.08925285190343857 (0.109775979803609) | > loss_disc_real_1: 0.18065831065177917 (0.19804451617944446) | > loss_disc_real_2: 0.2641599476337433 (0.21392766233267532) | > loss_disc_real_3: 0.21039848029613495 (0.22031176362984947) | > loss_disc_real_4: 0.2137431502342224 (0.2128841795160302) | > loss_disc_real_5: 0.20612767338752747 (0.2092278854522322) | > loss_0: 2.01554012298584 (2.2480172770363955) | > grad_norm_0: tensor(25.9422, device='cuda:0') (tensor(16.8095, device='cuda:0')) | > loss_gen: 2.9205384254455566 (2.6235327177814094) | > loss_kl: 1.65818190574646 (1.7206852436065674) | > loss_feat: 8.80907917022705 (7.490180356161935) | > loss_mel: 20.27923011779785 (19.533148603779946) | > loss_duration: 2.183856964111328 (2.0915118982749332) | > loss_1: 35.850887298583984 (33.459058991500314) | > grad_norm_1: tensor(327.9266, device='cuda:0') (tensor(207.3778, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.3883 (0.3709198438695499) | > loader_time: 0.0057 (0.004228471645287103)  --> TIME: 2024-06-10 21:58:53 -- STEP: 249/330 -- GLOBAL_STEP: 141050 | > loss_disc: 2.230837345123291 (2.243814603391901) | > loss_disc_real_0: 0.0840878039598465 (0.10952560515348692) | > loss_disc_real_1: 0.1943611204624176 (0.1980732553395401) | > loss_disc_real_2: 0.23955664038658142 (0.21394250610746057) | > loss_disc_real_3: 0.19019676744937897 (0.2198831276840953) | > loss_disc_real_4: 0.2083607017993927 (0.21164976934113178) | > loss_disc_real_5: 0.1963638961315155 (0.20834085369205857) | > loss_0: 2.230837345123291 (2.243814603391901) | > grad_norm_0: tensor(35.7711, device='cuda:0') (tensor(17.8022, device='cuda:0')) | > loss_gen: 2.4989469051361084 (2.630825598077125) | > loss_kl: 1.7628016471862793 (1.7132283712486664) | > loss_feat: 7.997119426727295 (7.538018969646898) | > loss_mel: 19.96358871459961 (19.520780999976484) | > loss_duration: 2.146235466003418 (2.0983729530051045) | > loss_1: 34.36869430541992 (33.50122706095376) | > grad_norm_1: tensor(454.9348, device='cuda:0') (tensor(224.2156, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.4075 (0.37477327350631773) | > loader_time: 0.0058 (0.004345306909706696)  --> TIME: 2024-06-10 21:59:04 -- STEP: 274/330 -- GLOBAL_STEP: 141075 | > loss_disc: 2.330404281616211 (2.2496157075366834) | > loss_disc_real_0: 0.11309409141540527 (0.11068999148687744) | > loss_disc_real_1: 0.15291155874729156 (0.19846967724661752) | > loss_disc_real_2: 0.269918829202652 (0.21453524190579018) | > loss_disc_real_3: 0.2530997097492218 (0.22066693035137913) | > loss_disc_real_4: 0.22718113660812378 (0.21229785131494494) | > loss_disc_real_5: 0.22159340977668762 (0.20878083177291565) | > loss_0: 2.330404281616211 (2.2496157075366834) | > grad_norm_0: tensor(69.8814, device='cuda:0') (tensor(18.8832, device='cuda:0')) | > loss_gen: 2.3115391731262207 (2.6258131500578292) | > loss_kl: 1.7645106315612793 (1.7128453581002507) | > loss_feat: 6.694685935974121 (7.531946183991258) | > loss_mel: 18.65341567993164 (19.477134050243976) | > loss_duration: 2.183082103729248 (2.105439310091255) | > loss_1: 31.60723304748535 (33.45317819692791) | > grad_norm_1: tensor(513.9230, device='cuda:0') (tensor(233.7503, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.4347 (0.37938069340086333) | > loader_time: 0.0062 (0.004474453682447001)  --> TIME: 2024-06-10 21:59:16 -- STEP: 299/330 -- GLOBAL_STEP: 141100 | > loss_disc: 2.3522610664367676 (2.2524873803690526) | > loss_disc_real_0: 0.18612921237945557 (0.11167211749631425) | > loss_disc_real_1: 0.20342111587524414 (0.1987183084804876) | > loss_disc_real_2: 0.16576030850410461 (0.21383543746128528) | > loss_disc_real_3: 0.2099241465330124 (0.22073659051620842) | > loss_disc_real_4: 0.2332279533147812 (0.2129497245502312) | > loss_disc_real_5: 0.22844088077545166 (0.20871538252734817) | > loss_0: 2.3522610664367676 (2.2524873803690526) | > grad_norm_0: tensor(50.9916, device='cuda:0') (tensor(20.7885, device='cuda:0')) | > loss_gen: 2.5282089710235596 (2.6223454499324443) | > loss_kl: 1.8447413444519043 (1.7123651285235297) | > loss_feat: 7.270229816436768 (7.531463273791565) | > loss_mel: 18.418893814086914 (19.42233937879072) | > loss_duration: 2.2682366371154785 (2.114380570558401) | > loss_1: 32.3303108215332 (33.40289392758372) | > grad_norm_1: tensor(497.8517, device='cuda:0') (tensor(249.9392, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.4755 (0.3854278975904586) | > loader_time: 0.0069 (0.004637569886784886)  --> TIME: 2024-06-10 21:59:29 -- STEP: 324/330 -- GLOBAL_STEP: 141125 | > loss_disc: 2.3057000637054443 (2.259735415011277) | > loss_disc_real_0: 0.09073053300380707 (0.1123824488647558) | > loss_disc_real_1: 0.13657714426517487 (0.2014492215519702) | > loss_disc_real_2: 0.19299741089344025 (0.2137656813878336) | > loss_disc_real_3: 0.2192457765340805 (0.22078786519022636) | > loss_disc_real_4: 0.23384012281894684 (0.21314188230920716) | > loss_disc_real_5: 0.19912850856781006 (0.2089371603028273) | > loss_0: 2.3057000637054443 (2.259735415011277) | > grad_norm_0: tensor(17.1862, device='cuda:0') (tensor(21.5244, device='cuda:0')) | > loss_gen: 2.341371536254883 (2.619478736394719) | > loss_kl: 1.956465244293213 (1.716765836065198) | > loss_feat: 10.881973266601562 (7.6053273324613215) | > loss_mel: 19.782625198364258 (19.38264720822558) | > loss_duration: 2.302980899810791 (2.127482445519647) | > loss_1: 37.26541519165039 (33.451701705838424) | > grad_norm_1: tensor(120.0280, device='cuda:0') (tensor(254.9555, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.5853 (0.39741573583932555) | > loader_time: 0.0093 (0.0049084837054028906)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3382208347320557 (2.3382208347320557) | > loss_disc_real_0: 0.23005086183547974 (0.23005086183547974) | > loss_disc_real_1: 0.26942718029022217 (0.26942718029022217) | > loss_disc_real_2: 0.20902514457702637 (0.20902514457702637) | > loss_disc_real_3: 0.24236473441123962 (0.24236473441123962) | > loss_disc_real_4: 0.18445934355258942 (0.18445934355258942) | > loss_disc_real_5: 0.1868836134672165 (0.1868836134672165) | > loss_0: 2.3382208347320557 (2.3382208347320557) | > loss_gen: 2.385209321975708 (2.385209321975708) | > loss_kl: 1.8216843605041504 (1.8216843605041504) | > loss_feat: 7.018892288208008 (7.018892288208008) | > loss_mel: 17.875930786132812 (17.875930786132812) | > loss_duration: 2.8361096382141113 (2.8361096382141113) | > loss_1: 31.93782615661621 (31.93782615661621)  --> STEP: 1 | > loss_disc: 2.2250773906707764 (2.2250773906707764) | > loss_disc_real_0: 0.10914696753025055 (0.10914696753025055) | > loss_disc_real_1: 0.16379909217357635 (0.16379909217357635) | > loss_disc_real_2: 0.23085373640060425 (0.23085373640060425) | > loss_disc_real_3: 0.21535688638687134 (0.21535688638687134) | > loss_disc_real_4: 0.21157757937908173 (0.21157757937908173) | > loss_disc_real_5: 0.23348075151443481 (0.23348075151443481) | > loss_0: 2.2250773906707764 (2.2250773906707764) | > loss_gen: 2.3813040256500244 (2.3813040256500244) | > loss_kl: 1.8012818098068237 (1.8012818098068237) | > loss_feat: 6.100400447845459 (6.100400447845459) | > loss_mel: 20.77960777282715 (20.77960777282715) | > loss_duration: 2.3188533782958984 (2.3188533782958984) | > loss_1: 33.381446838378906 (33.381446838378906)  --> STEP: 2 | > loss_disc: 2.400674343109131 (2.3128758668899536) | > loss_disc_real_0: 0.12494540214538574 (0.11704618483781815) | > loss_disc_real_1: 0.22722077369689941 (0.19550993293523788) | > loss_disc_real_2: 0.2488826960325241 (0.23986821621656418) | > loss_disc_real_3: 0.28402113914489746 (0.2496890127658844) | > loss_disc_real_4: 0.3044545352458954 (0.25801605731248856) | > loss_disc_real_5: 0.25950050354003906 (0.24649062752723694) | > loss_0: 2.400674343109131 (2.3128758668899536) | > loss_gen: 2.5637223720550537 (2.472513198852539) | > loss_kl: 2.0230538845062256 (1.9121678471565247) | > loss_feat: 5.416293144226074 (5.758346796035767) | > loss_mel: 21.273719787597656 (21.026663780212402) | > loss_duration: 2.3463339805603027 (2.3325936794281006) | > loss_1: 33.62312316894531 (33.50228500366211)  --> STEP: 3 | > loss_disc: 2.0774247646331787 (2.2343921661376953) | > loss_disc_real_0: 0.08394306153059006 (0.10601181040207545) | > loss_disc_real_1: 0.18263815343379974 (0.19121933976809183) | > loss_disc_real_2: 0.1902332305908203 (0.22332322100798288) | > loss_disc_real_3: 0.2202073335647583 (0.23986178636550903) | > loss_disc_real_4: 0.22680363059043884 (0.24761191507180533) | > loss_disc_real_5: 0.1893002688884735 (0.22742717464764914) | > loss_0: 2.0774247646331787 (2.2343921661376953) | > loss_gen: 2.6104042530059814 (2.518476883570353) | > loss_kl: 2.158407211303711 (1.9942476352055867) | > loss_feat: 7.743467330932617 (6.420053641001384) | > loss_mel: 21.09040069580078 (21.047909418741863) | > loss_duration: 2.2185580730438232 (2.2945818106333413) | > loss_1: 35.82123947143555 (34.27526982625326)  --> STEP: 4 | > loss_disc: 2.3722920417785645 (2.2688671350479126) | > loss_disc_real_0: 0.09761473536491394 (0.10391254164278507) | > loss_disc_real_1: 0.15178431570529938 (0.18136058375239372) | > loss_disc_real_2: 0.1975013017654419 (0.21686774119734764) | > loss_disc_real_3: 0.3331356346607208 (0.263180248439312) | > loss_disc_real_4: 0.22773605585098267 (0.24264295026659966) | > loss_disc_real_5: 0.21633674204349518 (0.22465456649661064) | > loss_0: 2.3722920417785645 (2.2688671350479126) | > loss_gen: 2.284013032913208 (2.459860920906067) | > loss_kl: 2.7999541759490967 (2.1956742703914642) | > loss_feat: 6.856144905090332 (6.529076457023621) | > loss_mel: 18.26887321472168 (20.353150367736816) | > loss_duration: 2.2333154678344727 (2.2792652249336243) | > loss_1: 32.44230270385742 (33.8170280456543)  --> STEP: 5 | > loss_disc: 2.4597220420837402 (2.307038116455078) | > loss_disc_real_0: 0.23100337386131287 (0.12933070808649064) | > loss_disc_real_1: 0.2501848638057709 (0.19512543976306915) | > loss_disc_real_2: 0.15571673214435577 (0.20463753938674928) | > loss_disc_real_3: 0.20490774512290955 (0.2515257477760315) | > loss_disc_real_4: 0.2257072925567627 (0.23925581872463225) | > loss_disc_real_5: 0.2312842160463333 (0.22598049640655518) | > loss_0: 2.4597220420837402 (2.307038116455078) | > loss_gen: 2.186483383178711 (2.405185413360596) | > loss_kl: 1.5674376487731934 (2.0700269460678102) | > loss_feat: 4.684279441833496 (6.160117053985596) | > loss_mel: 18.466297149658203 (19.975779724121093) | > loss_duration: 2.3600573539733887 (2.295423650741577) | > loss_1: 29.264554977416992 (32.90653343200684)  --> STEP: 6 | > loss_disc: 2.2595393657684326 (2.2991216580073037) | > loss_disc_real_0: 0.09270352870225906 (0.1232261781891187) | > loss_disc_real_1: 0.2633834183216095 (0.20650176952282587) | > loss_disc_real_2: 0.18491090834140778 (0.201349767545859) | > loss_disc_real_3: 0.19919338822364807 (0.24280368785063425) | > loss_disc_real_4: 0.17978401482105255 (0.229343851407369) | > loss_disc_real_5: 0.19443070888519287 (0.22072219848632812) | > loss_0: 2.2595393657684326 (2.2991216580073037) | > loss_gen: 2.3700168132781982 (2.3993239800135293) | > loss_kl: 1.947506070137024 (2.0496068000793457) | > loss_feat: 6.31622314453125 (6.186134735743205) | > loss_mel: 19.458070755004883 (19.88949489593506) | > loss_duration: 2.1300134658813477 (2.2678552865982056) | > loss_1: 32.22182846069336 (32.792415936787926)  --> STEP: 7 | > loss_disc: 2.359809398651123 (2.3077913352421353) | > loss_disc_real_0: 0.16535033285617828 (0.1292439145701272) | > loss_disc_real_1: 0.2983104884624481 (0.21961730079991476) | > loss_disc_real_2: 0.24492456018924713 (0.20757473792348588) | > loss_disc_real_3: 0.2504549026489258 (0.24389671853610448) | > loss_disc_real_4: 0.17559048533439636 (0.22166479911123002) | > loss_disc_real_5: 0.2031855434179306 (0.21821696204798563) | > loss_0: 2.359809398651123 (2.3077913352421353) | > loss_gen: 2.5304129123687744 (2.418050970349993) | > loss_kl: 2.49613094329834 (2.113395963396345) | > loss_feat: 6.61440896987915 (6.247316769191197) | > loss_mel: 17.936931610107422 (19.610557283673966) | > loss_duration: 2.325364589691162 (2.2760709013257707) | > loss_1: 31.903249740600586 (32.665392194475444)  --> STEP: 8 | > loss_disc: 2.2193448543548584 (2.2967355251312256) | > loss_disc_real_0: 0.17033754289150238 (0.1343806181102991) | > loss_disc_real_1: 0.14402204751968384 (0.2101678941398859) | > loss_disc_real_2: 0.13196249306201935 (0.19812320731580257) | > loss_disc_real_3: 0.22077031433582306 (0.2410059180110693) | > loss_disc_real_4: 0.1858578324317932 (0.21718892827630043) | > loss_disc_real_5: 0.1110234335064888 (0.20481777098029852) | > loss_0: 2.2193448543548584 (2.2967355251312256) | > loss_gen: 2.4055604934692383 (2.4164896607398987) | > loss_kl: 2.2495882511138916 (2.130419999361038) | > loss_feat: 9.422109603881836 (6.644165873527527) | > loss_mel: 20.68872833251953 (19.745328664779663) | > loss_duration: 2.1611175537109375 (2.2617017328739166) | > loss_1: 36.92710494995117 (33.19810628890991)  --> STEP: 9 | > loss_disc: 2.595763921737671 (2.329960902531942) | > loss_disc_real_0: 0.18062207102775574 (0.13951855732334983) | > loss_disc_real_1: 0.2204023003578186 (0.21130505038632286) | > loss_disc_real_2: 0.21384663879871368 (0.19987025525834826) | > loss_disc_real_3: 0.3025730848312378 (0.24784671432442135) | > loss_disc_real_4: 0.3072028160095215 (0.22719047135776943) | > loss_disc_real_5: 0.27493172883987427 (0.2126082107424736) | > loss_0: 2.595763921737671 (2.329960902531942) | > loss_gen: 2.5524659156799316 (2.4315981335110135) | > loss_kl: 1.5398032665252686 (2.0647959179348416) | > loss_feat: 8.70629596710205 (6.873291439480251) | > loss_mel: 20.02891731262207 (19.776838514539932) | > loss_duration: 2.071314573287964 (2.240547604031033) | > loss_1: 34.898799896240234 (33.387072245279946)  --> STEP: 10 | > loss_disc: 2.375835418701172 (2.3345483541488647) | > loss_disc_real_0: 0.21831846237182617 (0.14739854782819747) | > loss_disc_real_1: 0.24863597750663757 (0.21503814309835434) | > loss_disc_real_2: 0.19479764997959137 (0.19936299473047256) | > loss_disc_real_3: 0.25496241450309753 (0.24855828434228897) | > loss_disc_real_4: 0.2550860345363617 (0.22998002767562867) | > loss_disc_real_5: 0.22800134122371674 (0.21414752379059793) | > loss_0: 2.375835418701172 (2.3345483541488647) | > loss_gen: 2.8693721294403076 (2.475375533103943) | > loss_kl: 1.6840012073516846 (2.026716446876526) | > loss_feat: 7.608554363250732 (6.9468177318572994) | > loss_mel: 19.322969436645508 (19.73145160675049) | > loss_duration: 2.286383628845215 (2.2451312065124513) | > loss_1: 33.771278381347656 (33.42549285888672)  --> STEP: 11 | > loss_disc: 2.3882670402526855 (2.339431871067394) | > loss_disc_real_0: 0.13740281760692596 (0.14648984508080917) | > loss_disc_real_1: 0.18510080873966217 (0.21231656724756415) | > loss_disc_real_2: 0.2567179501056671 (0.20457708158276297) | > loss_disc_real_3: 0.1913789063692093 (0.243360159072009) | > loss_disc_real_4: 0.22800444066524506 (0.22980042885650287) | > loss_disc_real_5: 0.22188422083854675 (0.214850859885866) | > loss_0: 2.3882670402526855 (2.339431871067394) | > loss_gen: 2.4349071979522705 (2.4716965935446997) | > loss_kl: 2.268157958984375 (2.048665675249967) | > loss_feat: 7.639736652374268 (7.009810360995206) | > loss_mel: 20.747802734375 (19.82384716380726) | > loss_duration: 2.388352632522583 (2.258151336149736) | > loss_1: 35.47895431518555 (33.6121711730957)  --> STEP: 12 | > loss_disc: 2.0310850143432617 (2.313736299673716) | > loss_disc_real_0: 0.09624931216239929 (0.14230313400427502) | > loss_disc_real_1: 0.17984849214553833 (0.20961089432239532) | > loss_disc_real_2: 0.15271708369255066 (0.20025541509191194) | > loss_disc_real_3: 0.2016962766647339 (0.23988816887140274) | > loss_disc_real_4: 0.18213880062103271 (0.22582862650354704) | > loss_disc_real_5: 0.23175883293151855 (0.21625985763967037) | > loss_0: 2.0310850143432617 (2.313736299673716) | > loss_gen: 2.537238121032715 (2.477158387502034) | > loss_kl: 1.6440433263778687 (2.014947146177292) | > loss_feat: 6.562265872955322 (6.972514986991882) | > loss_mel: 21.166601181030273 (19.93574333190918) | > loss_duration: 2.178537368774414 (2.251516838868459) | > loss_1: 34.08868408203125 (33.65188058217367)  --> STEP: 13 | > loss_disc: 2.5989041328430176 (2.3356722868405857) | > loss_disc_real_0: 0.16744524240493774 (0.14423714234278753) | > loss_disc_real_1: 0.3148571848869324 (0.2177067628273597) | > loss_disc_real_2: 0.1877603381872177 (0.19929425533001238) | > loss_disc_real_3: 0.3567799925804138 (0.24887984761824974) | > loss_disc_real_4: 0.26470813155174255 (0.22881935766110054) | > loss_disc_real_5: 0.3147713541984558 (0.22383766506726926) | > loss_0: 2.5989041328430176 (2.3356722868405857) | > loss_gen: 2.7452430725097656 (2.497780286348783) | > loss_kl: 1.9112060070037842 (2.0069670585485606) | > loss_feat: 7.548623085021973 (7.016830994532659) | > loss_mel: 18.713424682617188 (19.84171882042518) | > loss_duration: 2.1535186767578125 (2.2439785187061014) | > loss_1: 33.07201385498047 (33.60727544931265)  --> STEP: 14 | > loss_disc: 2.295456647872925 (2.3327997412000383) | > loss_disc_real_0: 0.1299535036087036 (0.1432168824332101) | > loss_disc_real_1: 0.19065771996974945 (0.2157746883375304) | > loss_disc_real_2: 0.20127764344215393 (0.19943592590945108) | > loss_disc_real_3: 0.2447119653224945 (0.24858214173998153) | > loss_disc_real_4: 0.2033414989709854 (0.2269995106118066) | > loss_disc_real_5: 0.18844960629940033 (0.22130994658385003) | > loss_0: 2.295456647872925 (2.3327997412000383) | > loss_gen: 2.4691736698150635 (2.4957369565963745) | > loss_kl: 2.650139331817627 (2.0529079352106367) | > loss_feat: 6.228353500366211 (6.96051117352077) | > loss_mel: 21.14511489868164 (19.934818540300643) | > loss_duration: 2.3535025119781494 (2.251801661082676) | > loss_1: 34.84628677368164 (33.69577625819615)  --> STEP: 15 | > loss_disc: 2.1319901943206787 (2.319412438074748) | > loss_disc_real_0: 0.07712259888648987 (0.13881059686342875) | > loss_disc_real_1: 0.23866598308086395 (0.21730077465375264) | > loss_disc_real_2: 0.1597137153148651 (0.1967877785364787) | > loss_disc_real_3: 0.2000449150800705 (0.2453463266293208) | > loss_disc_real_4: 0.21194179356098175 (0.22599566280841826) | > loss_disc_real_5: 0.19408683478832245 (0.2194950724641482) | > loss_0: 2.1319901943206787 (2.319412438074748) | > loss_gen: 2.7106683254241943 (2.510065714518229) | > loss_kl: 2.4113247394561768 (2.076802388827006) | > loss_feat: 6.620912075042725 (6.937871233622233) | > loss_mel: 20.48710823059082 (19.971637852986653) | > loss_duration: 2.2555551528930664 (2.252051893870035) | > loss_1: 34.485565185546875 (33.74842885335286)  --> STEP: 16 | > loss_disc: 2.2705016136169434 (2.316355511546135) | > loss_disc_real_0: 0.11963388323783875 (0.13761205226182938) | > loss_disc_real_1: 0.23704062402248383 (0.21853451523929834) | > loss_disc_real_2: 0.20249688625335693 (0.19714459776878357) | > loss_disc_real_3: 0.28764796257019043 (0.24799017887562513) | > loss_disc_real_4: 0.2089076042175293 (0.2249276591464877) | > loss_disc_real_5: 0.18297752737998962 (0.2172127258963883) | > loss_0: 2.2705016136169434 (2.316355511546135) | > loss_gen: 2.5945653915405273 (2.515346944332123) | > loss_kl: 2.0348873138427734 (2.0741826966404915) | > loss_feat: 8.194446563720703 (7.0164071917533875) | > loss_mel: 18.95992088317871 (19.908405542373657) | > loss_duration: 2.3329756259918213 (2.257109627127647) | > loss_1: 34.116798400878906 (33.77145195007324)  --> STEP: 17 | > loss_disc: 2.392906665802002 (2.3208585206200096) | > loss_disc_real_0: 0.10669008642435074 (0.13579311309491887) | > loss_disc_real_1: 0.27646106481552124 (0.22194195933201732) | > loss_disc_real_2: 0.2229589819908142 (0.19866309095831478) | > loss_disc_real_3: 0.3104156255722046 (0.2516622639754239) | > loss_disc_real_4: 0.2748948633670807 (0.22786690645358143) | > loss_disc_real_5: 0.24790973961353302 (0.2190184325856321) | > loss_0: 2.392906665802002 (2.3208585206200096) | > loss_gen: 2.574528694152832 (2.518828223733341) | > loss_kl: 1.9279003143310547 (2.0655778506222893) | > loss_feat: 5.919986724853516 (6.951911870171042) | > loss_mel: 18.506858825683594 (19.825961617862475) | > loss_duration: 2.3327412605285645 (2.2615585467394657) | > loss_1: 31.26201629638672 (33.62383808809168)  --> STEP: 18 | > loss_disc: 2.3045921325683594 (2.319954832394918) | > loss_disc_real_0: 0.1357618123292923 (0.13579137416349518) | > loss_disc_real_1: 0.17452308535575867 (0.2193075774444474) | > loss_disc_real_2: 0.12662804126739502 (0.19466114375326368) | > loss_disc_real_3: 0.24241428077220917 (0.2511484871308009) | > loss_disc_real_4: 0.2980431318283081 (0.23176558564106622) | > loss_disc_real_5: 0.21300014853477478 (0.21868408347169557) | > loss_0: 2.3045921325683594 (2.319954832394918) | > loss_gen: 2.395047426223755 (2.5119515127605863) | > loss_kl: 2.412463426589966 (2.0848492715093823) | > loss_feat: 9.288912773132324 (7.081745253668891) | > loss_mel: 19.349821090698242 (19.79950936635335) | > loss_duration: 2.226329803466797 (2.2596013943354283) | > loss_1: 35.67257308959961 (33.73765669928657)  --> STEP: 19 | > loss_disc: 2.063741683959961 (2.3064699298457096) | > loss_disc_real_0: 0.11509634554386139 (0.13470216213088287) | > loss_disc_real_1: 0.18340040743350983 (0.21741772639124016) | > loss_disc_real_2: 0.14903050661087036 (0.1922595312720851) | > loss_disc_real_3: 0.24438776075839996 (0.2507926594269903) | > loss_disc_real_4: 0.2936193346977234 (0.2350210461177324) | > loss_disc_real_5: 0.21393714845180511 (0.2184342447864382) | > loss_0: 2.063741683959961 (2.3064699298457096) | > loss_gen: 3.017066478729248 (2.5385365109694633) | > loss_kl: 1.4837623834609985 (2.053213119506836) | > loss_feat: 7.58450984954834 (7.108206548188862) | > loss_mel: 19.716476440429688 (19.79513921235737) | > loss_duration: 2.273265838623047 (2.260320575613724) | > loss_1: 34.07508087158203 (33.755415866249486)  --> STEP: 20 | > loss_disc: 1.9991567134857178 (2.29110426902771) | > loss_disc_real_0: 0.0561758354306221 (0.13077584579586982) | > loss_disc_real_1: 0.18294140696525574 (0.21569391041994096) | > loss_disc_real_2: 0.17968235909938812 (0.19163067266345024) | > loss_disc_real_3: 0.19476430118083954 (0.24799124151468277) | > loss_disc_real_4: 0.12724211812019348 (0.22963209971785545) | > loss_disc_real_5: 0.18069641292095184 (0.21654735319316387) | > loss_0: 1.9991567134857178 (2.29110426902771) | > loss_gen: 2.602313995361328 (2.541725385189056) | > loss_kl: 1.753193974494934 (2.038212162256241) | > loss_feat: 7.56524658203125 (7.131058549880981) | > loss_mel: 20.89784049987793 (19.850274276733398) | > loss_duration: 2.310333490371704 (2.262821221351623) | > loss_1: 35.128929138183594 (33.82409152984619)  --> STEP: 21 | > loss_disc: 2.383227825164795 (2.295491105034238) | > loss_disc_real_0: 0.16035640239715576 (0.13218444372926438) | > loss_disc_real_1: 0.20356306433677673 (0.21511625108264743) | > loss_disc_real_2: 0.18616336584091187 (0.19137032471951984) | > loss_disc_real_3: 0.30002573132514954 (0.25046907436280025) | > loss_disc_real_4: 0.27752864360809326 (0.2319128875221525) | > loss_disc_real_5: 0.27649369835853577 (0.2194019410581816) | > loss_0: 2.383227825164795 (2.295491105034238) | > loss_gen: 2.5723483562469482 (2.543183621906099) | > loss_kl: 2.1475918292999268 (2.0434207178297497) | > loss_feat: 6.767076015472412 (7.113726048242478) | > loss_mel: 15.320395469665527 (19.63456576211112) | > loss_duration: 2.1440510749816895 (2.257165500095912) | > loss_1: 28.951461791992188 (33.59206154232933)  --> STEP: 22 | > loss_disc: 2.2440133094787598 (2.2931512052362617) | > loss_disc_real_0: 0.07951920479536057 (0.12979056923226875) | > loss_disc_real_1: 0.14270517230033875 (0.2118248384107243) | > loss_disc_real_2: 0.15042363107204437 (0.18950911137190732) | > loss_disc_real_3: 0.25369927287101746 (0.2506159015677192) | > loss_disc_real_4: 0.3256823718547821 (0.2361751368099993) | > loss_disc_real_5: 0.230339914560318 (0.21989912167191505) | > loss_0: 2.2440133094787598 (2.2931512052362617) | > loss_gen: 2.4366984367370605 (2.538343386216597) | > loss_kl: 1.8177919387817383 (2.0331648642366584) | > loss_feat: 6.750962734222412 (7.097236806696111) | > loss_mel: 19.847373962402344 (19.644238862124357) | > loss_duration: 2.1338882446289062 (2.251561988483775) | > loss_1: 32.986717224121094 (33.56454589150169)  --> STEP: 23 | > loss_disc: 2.5275588035583496 (2.3033428399459175) | > loss_disc_real_0: 0.17285162210464478 (0.13166278892237204) | > loss_disc_real_1: 0.2564186155796051 (0.21376369828763214) | > loss_disc_real_2: 0.20618706941604614 (0.19023423998252206) | > loss_disc_real_3: 0.3301474452018738 (0.25407379476920416) | > loss_disc_real_4: 0.30172741413116455 (0.239025235823963) | > loss_disc_real_5: 0.23845016956329346 (0.2207056889715402) | > loss_0: 2.5275588035583496 (2.3033428399459175) | > loss_gen: 2.4509377479553223 (2.5345431410748027) | > loss_kl: 2.4731454849243164 (2.0522944564404697) | > loss_feat: 6.921339511871338 (7.089589098225469) | > loss_mel: 16.821720123291016 (19.521520656088125) | > loss_duration: 2.2900118827819824 (2.2532337230184796) | > loss_1: 30.957155227661133 (33.45118108003036)  --> STEP: 24 | > loss_disc: 2.226095676422119 (2.300124208132426) | > loss_disc_real_0: 0.10799100250005722 (0.1306764644881089) | > loss_disc_real_1: 0.20775504410266876 (0.213513337696592) | > loss_disc_real_2: 0.2548754811286926 (0.19292762503027916) | > loss_disc_real_3: 0.24823373556137085 (0.2538304589688778) | > loss_disc_real_4: 0.18111896514892578 (0.23661247454583645) | > loss_disc_real_5: 0.2513432800769806 (0.2219822552676002) | > loss_0: 2.226095676422119 (2.300124208132426) | > loss_gen: 2.7701640129089355 (2.5443606774012246) | > loss_kl: 2.570202589035034 (2.0738739619652433) | > loss_feat: 8.206008911132812 (7.136106590429942) | > loss_mel: 19.334348678588867 (19.513721823692322) | > loss_duration: 2.4212310314178467 (2.260233610868453) | > loss_1: 35.30195617675781 (33.52829670906067)  --> STEP: 25 | > loss_disc: 2.5588109493255615 (2.3104716777801513) | > loss_disc_real_0: 0.1938837766647339 (0.13320475697517392) | > loss_disc_real_1: 0.1500140279531479 (0.21097336530685426) | > loss_disc_real_2: 0.2548062801361084 (0.19540277123451233) | > loss_disc_real_3: 0.29053542017936707 (0.25529865741729735) | > loss_disc_real_4: 0.24815449118614197 (0.23707415521144867) | > loss_disc_real_5: 0.18515180051326752 (0.22050903707742692) | > loss_0: 2.5588109493255615 (2.3104716777801513) | > loss_gen: 2.1561248302459717 (2.5288312435150146) | > loss_kl: 2.3081791400909424 (2.0832461690902715) | > loss_feat: 7.378014087677002 (7.145782890319825) | > loss_mel: 17.501720428466797 (19.433241767883302) | > loss_duration: 2.3148255348205566 (2.2624172878265374) | > loss_1: 31.658863067626953 (33.45351936340332)  --> STEP: 26 | > loss_disc: 2.0689148902893066 (2.3011810321074266) | > loss_disc_real_0: 0.11797533929347992 (0.1326190101412626) | > loss_disc_real_1: 0.1384199559688568 (0.2081828495630851) | > loss_disc_real_2: 0.12728382647037506 (0.19278281182050705) | > loss_disc_real_3: 0.13155674934387207 (0.25053935326062715) | > loss_disc_real_4: 0.2571141719818115 (0.23784492508723185) | > loss_disc_real_5: 0.10070342570543289 (0.21590112894773483) | > loss_0: 2.0689148902893066 (2.3011810321074266) | > loss_gen: 2.3817763328552246 (2.523175285412715) | > loss_kl: 2.1398403644561768 (2.0854228689120373) | > loss_feat: 19.825485229492188 (7.633463749518762) | > loss_mel: 20.864593505859375 (19.488293757805458) | > loss_duration: 2.2581005096435547 (2.262251257896423) | > loss_1: 47.46979522705078 (33.992606896620536) --> EVAL PERFORMANCE | > avg_loader_time: 0.00238648744729849 (-6.47489841167745e-05) | > avg_loss_disc: 2.3011810321074266 (+0.03929290404686503) | > avg_loss_disc_real_0: 0.1326190101412626 (-0.04444905943595451) | > avg_loss_disc_real_1: 0.2081828495630851 (-0.043680831216848875) | > avg_loss_disc_real_2: 0.19278281182050705 (-0.0510724290059163) | > avg_loss_disc_real_3: 0.25053935326062715 (+0.004698898929816009) | > avg_loss_disc_real_4: 0.23784492508723185 (+0.03495447165690935) | > avg_loss_disc_real_5: 0.21590112894773483 (+0.005319179250643791) | > avg_loss_0: 2.3011810321074266 (+0.03929290404686503) | > avg_loss_gen: 2.523175285412715 (-0.2697426355802097) | > avg_loss_kl: 2.0854228689120373 (-0.02548675812207657) | > avg_loss_feat: 7.633463749518762 (+0.5665674851490907) | > avg_loss_mel: 19.488293757805458 (+0.4961513005770186) | > avg_loss_duration: 2.262251257896423 (-0.0143008598914518) | > avg_loss_1: 33.992606896620536 (+0.7531887934758146)  > EPOCH: 161/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 21:59:51)   --> TIME: 2024-06-10 21:59:59 -- STEP: 19/330 -- GLOBAL_STEP: 141150 | > loss_disc: 2.4530673027038574 (2.294531960236399) | > loss_disc_real_0: 0.10703754425048828 (0.10770484216903385) | > loss_disc_real_1: 0.19505935907363892 (0.1971576551073476) | > loss_disc_real_2: 0.20166248083114624 (0.20859245799089732) | > loss_disc_real_3: 0.23019249737262726 (0.2259839349671414) | > loss_disc_real_4: 0.23778100311756134 (0.22886214993501963) | > loss_disc_real_5: 0.22852227091789246 (0.21554022556857058) | > loss_0: 2.4530673027038574 (2.294531960236399) | > grad_norm_0: tensor(13.0978, device='cuda:0') (tensor(12.8523, device='cuda:0')) | > loss_gen: 2.4554429054260254 (2.553353711178428) | > loss_kl: 1.6650300025939941 (1.6849994408456903) | > loss_feat: 7.121633052825928 (7.014576209218879) | > loss_mel: 19.191255569458008 (19.57954436854312) | > loss_duration: 2.1098971366882324 (2.1820832804629675) | > loss_1: 32.54325866699219 (33.01455678437885) | > grad_norm_1: tensor(159.0761, device='cuda:0') (tensor(132.9314, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3365 (0.3435182320444207) | > loader_time: 0.0031 (0.0032116362923070006)  --> TIME: 2024-06-10 22:00:08 -- STEP: 44/330 -- GLOBAL_STEP: 141175 | > loss_disc: 2.307469367980957 (2.2999433008107264) | > loss_disc_real_0: 0.1408700942993164 (0.10995481925254519) | > loss_disc_real_1: 0.22111855447292328 (0.20299288833683188) | > loss_disc_real_2: 0.18664579093456268 (0.2119486778974533) | > loss_disc_real_3: 0.20783306658267975 (0.22370252690531992) | > loss_disc_real_4: 0.20052799582481384 (0.2241684032434767) | > loss_disc_real_5: 0.18471311032772064 (0.21445474299517545) | > loss_0: 2.307469367980957 (2.2999433008107264) | > grad_norm_0: tensor(6.3618, device='cuda:0') (tensor(11.1643, device='cuda:0')) | > loss_gen: 2.5042641162872314 (2.55594784563238) | > loss_kl: 1.737083077430725 (1.6998599063266406) | > loss_feat: 7.518546104431152 (7.2087567827918315) | > loss_mel: 19.46270179748535 (19.65713618018411) | > loss_duration: 1.9878722429275513 (2.110830493948676) | > loss_1: 33.21046829223633 (33.232531157406896) | > grad_norm_1: tensor(97.0003, device='cuda:0') (tensor(141.9954, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3572 (0.3520531816916032) | > loader_time: 0.0034 (0.0033121813427318225)  --> TIME: 2024-06-10 22:00:17 -- STEP: 69/330 -- GLOBAL_STEP: 141200 | > loss_disc: 2.1814467906951904 (2.292783391648444) | > loss_disc_real_0: 0.11038732528686523 (0.10968609596940054) | > loss_disc_real_1: 0.18172436952590942 (0.20219633760659592) | > loss_disc_real_2: 0.16688799858093262 (0.21177517331164816) | > loss_disc_real_3: 0.21804623305797577 (0.22464147426080014) | > loss_disc_real_4: 0.21187356114387512 (0.22137822426747586) | > loss_disc_real_5: 0.2183624505996704 (0.2143480134183082) | > loss_0: 2.1814467906951904 (2.292783391648444) | > grad_norm_0: tensor(29.7760, device='cuda:0') (tensor(12.5679, device='cuda:0')) | > loss_gen: 2.760284185409546 (2.5636029416236323) | > loss_kl: 1.4718291759490967 (1.6916329411492832) | > loss_feat: 8.508091926574707 (7.266907242761142) | > loss_mel: 19.93964958190918 (19.591142903203558) | > loss_duration: 2.0105414390563965 (2.0880122202030122) | > loss_1: 34.69039535522461 (33.201298257578976) | > grad_norm_1: tensor(217.9895, device='cuda:0') (tensor(157.3417, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3679 (0.3565514502318009) | > loader_time: 0.0035 (0.0034216452335965805)  --> TIME: 2024-06-10 22:00:27 -- STEP: 94/330 -- GLOBAL_STEP: 141225 | > loss_disc: 2.256056308746338 (2.2793875932693473) | > loss_disc_real_0: 0.10214352607727051 (0.10984366482242625) | > loss_disc_real_1: 0.20109254121780396 (0.20028012245893478) | > loss_disc_real_2: 0.22559252381324768 (0.2128962757105523) | > loss_disc_real_3: 0.19819900393486023 (0.22326334518321017) | > loss_disc_real_4: 0.1996890902519226 (0.21986817299051487) | > loss_disc_real_5: 0.19189941883087158 (0.21259432444547086) | > loss_0: 2.256056308746338 (2.2793875932693473) | > grad_norm_0: tensor(27.0486, device='cuda:0') (tensor(14.3701, device='cuda:0')) | > loss_gen: 2.5642924308776855 (2.58162288462862) | > loss_kl: 1.8978198766708374 (1.6995824968561213) | > loss_feat: 7.088079929351807 (7.3427581787109375) | > loss_mel: 19.94197654724121 (19.521450387670633) | > loss_duration: 2.0779170989990234 (2.0784944054928234) | > loss_1: 33.57008361816406 (33.22390834321365) | > grad_norm_1: tensor(292.0073, device='cuda:0') (tensor(178.3024, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3678 (0.35845746638927056) | > loader_time: 0.004 (0.003469079098802932)  --> TIME: 2024-06-10 22:00:36 -- STEP: 119/330 -- GLOBAL_STEP: 141250 | > loss_disc: 2.1712658405303955 (2.2750015278824227) | > loss_disc_real_0: 0.11055467277765274 (0.1100176445701543) | > loss_disc_real_1: 0.19157254695892334 (0.20018012345838948) | > loss_disc_real_2: 0.18571098148822784 (0.21348880381644272) | > loss_disc_real_3: 0.22771941125392914 (0.22308106620271667) | > loss_disc_real_4: 0.2383449524641037 (0.21892740082840959) | > loss_disc_real_5: 0.21813607215881348 (0.2121360273170872) | > loss_0: 2.1712658405303955 (2.2750015278824227) | > grad_norm_0: tensor(5.7654, device='cuda:0') (tensor(15.5331, device='cuda:0')) | > loss_gen: 2.802584171295166 (2.586630288292379) | > loss_kl: 1.6350610256195068 (1.6978318601095377) | > loss_feat: 7.988171577453613 (7.3759349774913625) | > loss_mel: 19.666034698486328 (19.518110932422285) | > loss_duration: 2.0346710681915283 (2.075101526845402) | > loss_1: 34.12652587890625 (33.25360966530165) | > grad_norm_1: tensor(117.6352, device='cuda:0') (tensor(196.4654, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3532 (0.36128548213413786) | > loader_time: 0.004 (0.003598199171178481)  --> TIME: 2024-06-10 22:00:46 -- STEP: 144/330 -- GLOBAL_STEP: 141275 | > loss_disc: 2.2027859687805176 (2.2747359159919944) | > loss_disc_real_0: 0.0787738710641861 (0.1097495786121322) | > loss_disc_real_1: 0.18069499731063843 (0.20111571893923813) | > loss_disc_real_2: 0.19733373820781708 (0.21314425518115362) | > loss_disc_real_3: 0.1997971385717392 (0.22211436234000656) | > loss_disc_real_4: 0.20427857339382172 (0.21838282793760302) | > loss_disc_real_5: 0.1690710484981537 (0.2113877006082071) | > loss_0: 2.2027859687805176 (2.2747359159919944) | > grad_norm_0: tensor(6.2355, device='cuda:0') (tensor(16.2298, device='cuda:0')) | > loss_gen: 2.6415319442749023 (2.592205555902586) | > loss_kl: 1.8990981578826904 (1.7040587009655102) | > loss_feat: 8.684362411499023 (7.424603498644299) | > loss_mel: 20.03740882873535 (19.551051126586067) | > loss_duration: 2.0567381381988525 (2.077134782241449) | > loss_1: 35.31914138793945 (33.34905372725593) | > grad_norm_1: tensor(331.0812, device='cuda:0') (tensor(202.9686, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3742 (0.3643448253472646) | > loader_time: 0.0039 (0.0037225915326012503)  --> TIME: 2024-06-10 22:00:56 -- STEP: 169/330 -- GLOBAL_STEP: 141300 | > loss_disc: 2.2614829540252686 (2.2742031565784697) | > loss_disc_real_0: 0.09673167765140533 (0.10934158381537573) | > loss_disc_real_1: 0.1957583725452423 (0.20141041684432848) | > loss_disc_real_2: 0.2176423966884613 (0.21258791372973534) | > loss_disc_real_3: 0.21230687201023102 (0.22242728960231917) | > loss_disc_real_4: 0.19188863039016724 (0.21776835558682503) | > loss_disc_real_5: 0.17787356674671173 (0.21167120125872144) | > loss_0: 2.2614829540252686 (2.2742031565784697) | > grad_norm_0: tensor(44.2355, device='cuda:0') (tensor(16.5889, device='cuda:0')) | > loss_gen: 2.531989812850952 (2.5970630786828015) | > loss_kl: 1.6387691497802734 (1.708124545904306) | > loss_feat: 7.800356388092041 (7.437862418812408) | > loss_mel: 19.421613693237305 (19.531031207925473) | > loss_duration: 2.108600378036499 (2.0796182769290072) | > loss_1: 33.50132751464844 (33.35369954306698) | > grad_norm_1: tensor(171.0578, device='cuda:0') (tensor(208.7559, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3904 (0.367461090257182) | > loader_time: 0.0043 (0.003836156348504964)  --> TIME: 2024-06-10 22:01:06 -- STEP: 194/330 -- GLOBAL_STEP: 141325 | > loss_disc: 2.3749306201934814 (2.273993136956519) | > loss_disc_real_0: 0.11283652484416962 (0.10984587294923276) | > loss_disc_real_1: 0.1960189789533615 (0.20157277422774697) | > loss_disc_real_2: 0.20691274106502533 (0.21277968170716588) | > loss_disc_real_3: 0.24975545704364777 (0.22187035438633457) | > loss_disc_real_4: 0.2297615110874176 (0.21804378857624898) | > loss_disc_real_5: 0.19900217652320862 (0.21128659342060385) | > loss_0: 2.3749306201934814 (2.273993136956519) | > grad_norm_0: tensor(22.3742, device='cuda:0') (tensor(16.9461, device='cuda:0')) | > loss_gen: 2.574295997619629 (2.595726094295067) | > loss_kl: 1.8300775289535522 (1.709631450397452) | > loss_feat: 7.416600227355957 (7.427752020432777) | > loss_mel: 19.527572631835938 (19.495783904164117) | > loss_duration: 2.1013150215148926 (2.0851611605624547) | > loss_1: 33.449859619140625 (33.31405467593794) | > grad_norm_1: tensor(239.8051, device='cuda:0') (tensor(203.9444, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.3994 (0.37012711873988524) | > loader_time: 0.0049 (0.003955875475382069)  --> TIME: 2024-06-10 22:01:16 -- STEP: 219/330 -- GLOBAL_STEP: 141350 | > loss_disc: 2.1661243438720703 (2.2752867028049137) | > loss_disc_real_0: 0.08718837797641754 (0.11060558427890686) | > loss_disc_real_1: 0.22353588044643402 (0.20084060912262902) | > loss_disc_real_2: 0.2549942433834076 (0.2127562161858223) | > loss_disc_real_3: 0.2166939228773117 (0.22245669616683977) | > loss_disc_real_4: 0.18965740501880646 (0.2181374873608759) | > loss_disc_real_5: 0.17732657492160797 (0.21163597798238606) | > loss_0: 2.1661243438720703 (2.2752867028049137) | > grad_norm_0: tensor(7.0882, device='cuda:0') (tensor(17.2674, device='cuda:0')) | > loss_gen: 2.797102451324463 (2.5969084474049726) | > loss_kl: 1.8910208940505981 (1.7160018274228863) | > loss_feat: 8.6530122756958 (7.444853079373433) | > loss_mel: 20.261171340942383 (19.475361706459363) | > loss_duration: 2.1466097831726074 (2.090726959650919) | > loss_1: 35.74891662597656 (33.323852025210606) | > grad_norm_1: tensor(239.7217, device='cuda:0') (tensor(210.1770, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.4071 (0.37317934863643565) | > loader_time: 0.0051 (0.004092584461926327)  --> TIME: 2024-06-10 22:01:26 -- STEP: 244/330 -- GLOBAL_STEP: 141375 | > loss_disc: 2.332491636276245 (2.27994619822893) | > loss_disc_real_0: 0.15475082397460938 (0.11190033913208325) | > loss_disc_real_1: 0.22263103723526 (0.201363561216925) | > loss_disc_real_2: 0.24847547709941864 (0.21280938399131177) | > loss_disc_real_3: 0.22848184406757355 (0.2227842175081128) | > loss_disc_real_4: 0.23941390216350555 (0.21861843581570953) | > loss_disc_real_5: 0.2184019535779953 (0.21167742937314707) | > loss_0: 2.332491636276245 (2.27994619822893) | > grad_norm_0: tensor(60.7827, device='cuda:0') (tensor(17.9035, device='cuda:0')) | > loss_gen: 2.6350247859954834 (2.591837622103142) | > loss_kl: 1.6434733867645264 (1.7213691057728937) | > loss_feat: 7.1100287437438965 (7.4409998713946734) | > loss_mel: 17.509950637817383 (19.439784589360976) | > loss_duration: 2.11051344871521 (2.0981931642430727) | > loss_1: 31.008991241455078 (33.29218439195978) | > grad_norm_1: tensor(320.8138, device='cuda:0') (tensor(213.7090, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.4321 (0.3774073026219353) | > loader_time: 0.0058 (0.004231463690273097)  --> TIME: 2024-06-10 22:01:37 -- STEP: 269/330 -- GLOBAL_STEP: 141400 | > loss_disc: 2.255601406097412 (2.279517497271853) | > loss_disc_real_0: 0.09537613391876221 (0.1121515001146102) | > loss_disc_real_1: 0.1735123097896576 (0.20127277425230658) | > loss_disc_real_2: 0.23676525056362152 (0.2137466885121781) | > loss_disc_real_3: 0.24057221412658691 (0.2226785990828475) | > loss_disc_real_4: 0.21751390397548676 (0.21788182660771124) | > loss_disc_real_5: 0.2198651134967804 (0.21106987089251053) | > loss_0: 2.255601406097412 (2.279517497271853) | > grad_norm_0: tensor(22.2959, device='cuda:0') (tensor(19.0713, device='cuda:0')) | > loss_gen: 2.7173120975494385 (2.599734788490492) | > loss_kl: 1.7682679891586304 (1.726613732961917) | > loss_feat: 8.492201805114746 (7.48661562235382) | > loss_mel: 19.047931671142578 (19.41179564096671) | > loss_duration: 2.190548896789551 (2.104801389364505) | > loss_1: 34.21626281738281 (33.329561183886916) | > grad_norm_1: tensor(287.8461, device='cuda:0') (tensor(226.0322, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.4627 (0.3826994257788676) | > loader_time: 0.0059 (0.00438735210319434)  --> TIME: 2024-06-10 22:01:49 -- STEP: 294/330 -- GLOBAL_STEP: 141425 | > loss_disc: 2.3162331581115723 (2.278859478275791) | > loss_disc_real_0: 0.141815185546875 (0.11279359050601924) | > loss_disc_real_1: 0.16396550834178925 (0.20120669784797288) | > loss_disc_real_2: 0.22845295071601868 (0.21384156013832606) | > loss_disc_real_3: 0.2069668024778366 (0.22224196097275026) | > loss_disc_real_4: 0.19916591048240662 (0.217676390697356) | > loss_disc_real_5: 0.21019749343395233 (0.21106290883150228) | > loss_0: 2.3162331581115723 (2.278859478275791) | > grad_norm_0: tensor(70.4461, device='cuda:0') (tensor(21.1673, device='cuda:0')) | > loss_gen: 2.3039214611053467 (2.605102025732701) | > loss_kl: 1.8759546279907227 (1.7283544224135732) | > loss_feat: 8.07848072052002 (7.495018389760231) | > loss_mel: 19.630691528320312 (19.363362753472362) | > loss_duration: 2.2357635498046875 (2.1131151456411192) | > loss_1: 34.12480926513672 (33.30495271877368) | > grad_norm_1: tensor(457.6203, device='cuda:0') (tensor(236.4891, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.4625 (0.3888420215269336) | > loader_time: 0.0069 (0.004553810268843257)  --> TIME: 2024-06-10 22:02:02 -- STEP: 319/330 -- GLOBAL_STEP: 141450 | > loss_disc: 2.1568186283111572 (2.2785009201791224) | > loss_disc_real_0: 0.10902561992406845 (0.11346682071171958) | > loss_disc_real_1: 0.1754133254289627 (0.20080564252821995) | > loss_disc_real_2: 0.24634844064712524 (0.2139244640602213) | > loss_disc_real_3: 0.18244808912277222 (0.22201929519355856) | > loss_disc_real_4: 0.18515047430992126 (0.21730347304695452) | > loss_disc_real_5: 0.19035661220550537 (0.21041295581663663) | > loss_0: 2.1568186283111572 (2.2785009201791224) | > grad_norm_0: tensor(19.4518, device='cuda:0') (tensor(21.6006, device='cuda:0')) | > loss_gen: 2.6551692485809326 (2.603230142294426) | > loss_kl: 1.8127458095550537 (1.7304552688867694) | > loss_feat: 8.64510440826416 (7.534810990001715) | > loss_mel: 19.640052795410156 (19.330787335817348) | > loss_duration: 2.2972896099090576 (2.125790954383563) | > loss_1: 35.05036544799805 (33.32507469512078) | > grad_norm_1: tensor(194.3408, device='cuda:0') (tensor(246.2607, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.5638 (0.3986644610342189) | > loader_time: 0.0083 (0.004792382350909675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3695831298828125 (2.3695831298828125) | > loss_disc_real_0: 0.14644432067871094 (0.14644432067871094) | > loss_disc_real_1: 0.18146777153015137 (0.18146777153015137) | > loss_disc_real_2: 0.19801227748394012 (0.19801227748394012) | > loss_disc_real_3: 0.23884239792823792 (0.23884239792823792) | > loss_disc_real_4: 0.17540138959884644 (0.17540138959884644) | > loss_disc_real_5: 0.1948605626821518 (0.1948605626821518) | > loss_0: 2.3695831298828125 (2.3695831298828125) | > loss_gen: 2.38249135017395 (2.38249135017395) | > loss_kl: 2.228337049484253 (2.228337049484253) | > loss_feat: 6.993854522705078 (6.993854522705078) | > loss_mel: 14.999191284179688 (14.999191284179688) | > loss_duration: 2.6946349143981934 (2.6946349143981934) | > loss_1: 29.29850959777832 (29.29850959777832)  --> STEP: 1 | > loss_disc: 2.420616388320923 (2.420616388320923) | > loss_disc_real_0: 0.09361453354358673 (0.09361453354358673) | > loss_disc_real_1: 0.20516736805438995 (0.20516736805438995) | > loss_disc_real_2: 0.2594950199127197 (0.2594950199127197) | > loss_disc_real_3: 0.2669464647769928 (0.2669464647769928) | > loss_disc_real_4: 0.22124916315078735 (0.22124916315078735) | > loss_disc_real_5: 0.26662591099739075 (0.26662591099739075) | > loss_0: 2.420616388320923 (2.420616388320923) | > loss_gen: 2.2369017601013184 (2.2369017601013184) | > loss_kl: 2.312622547149658 (2.312622547149658) | > loss_feat: 4.491041660308838 (4.491041660308838) | > loss_mel: 18.616714477539062 (18.616714477539062) | > loss_duration: 2.338932514190674 (2.338932514190674) | > loss_1: 29.996213912963867 (29.996213912963867)  --> STEP: 2 | > loss_disc: 2.271743059158325 (2.346179723739624) | > loss_disc_real_0: 0.06142206862568855 (0.07751830108463764) | > loss_disc_real_1: 0.23540662229061127 (0.2202869951725006) | > loss_disc_real_2: 0.28395360708236694 (0.27172431349754333) | > loss_disc_real_3: 0.2467423528432846 (0.2568444088101387) | > loss_disc_real_4: 0.23101213574409485 (0.2261306494474411) | > loss_disc_real_5: 0.24431459605693817 (0.25547025352716446) | > loss_0: 2.271743059158325 (2.346179723739624) | > loss_gen: 2.573028802871704 (2.4049652814865112) | > loss_kl: 1.6888540983200073 (2.0007383227348328) | > loss_feat: 6.442087173461914 (5.466564416885376) | > loss_mel: 21.03396987915039 (19.825342178344727) | > loss_duration: 2.394026279449463 (2.3664793968200684) | > loss_1: 34.13196563720703 (32.06408977508545)  --> STEP: 3 | > loss_disc: 2.454590082168579 (2.382316509882609) | > loss_disc_real_0: 0.11500183492898941 (0.09001281236608823) | > loss_disc_real_1: 0.22443513572216034 (0.22166970868905386) | > loss_disc_real_2: 0.32177624106407166 (0.2884082893530528) | > loss_disc_real_3: 0.16664251685142517 (0.22677711149056753) | > loss_disc_real_4: 0.1742539405822754 (0.20883841315905252) | > loss_disc_real_5: 0.25736892223358154 (0.25610314309597015) | > loss_0: 2.454590082168579 (2.382316509882609) | > loss_gen: 2.3162178993225098 (2.3753828207651773) | > loss_kl: 2.4888298511505127 (2.1634354988733926) | > loss_feat: 8.066527366638184 (6.3332187334696455) | > loss_mel: 20.23093032836914 (19.960538228352863) | > loss_duration: 2.208916187286377 (2.3139583269755044) | > loss_1: 35.31142044067383 (33.14653333028158)  --> STEP: 4 | > loss_disc: 2.1638734340667725 (2.32770574092865) | > loss_disc_real_0: 0.06693243235349655 (0.08424271736294031) | > loss_disc_real_1: 0.21368609368801117 (0.21967380493879318) | > loss_disc_real_2: 0.18434931337833405 (0.2623935453593731) | > loss_disc_real_3: 0.2121366709470749 (0.22311700135469437) | > loss_disc_real_4: 0.1897255778312683 (0.20406020432710648) | > loss_disc_real_5: 0.24874716997146606 (0.25426414981484413) | > loss_0: 2.1638734340667725 (2.32770574092865) | > loss_gen: 2.406416893005371 (2.383141338825226) | > loss_kl: 2.444491147994995 (2.2336994111537933) | > loss_feat: 7.870355606079102 (6.717502951622009) | > loss_mel: 19.18987464904785 (19.76787233352661) | > loss_duration: 2.185547113418579 (2.281855523586273) | > loss_1: 34.09668731689453 (33.384071826934814)  --> STEP: 5 | > loss_disc: 2.204169750213623 (2.3029985427856445) | > loss_disc_real_0: 0.08332032710313797 (0.08405823931097985) | > loss_disc_real_1: 0.18749761581420898 (0.21323856711387634) | > loss_disc_real_2: 0.2191624492406845 (0.2537473261356354) | > loss_disc_real_3: 0.19723674654960632 (0.21794095039367675) | > loss_disc_real_4: 0.16160143911838531 (0.19556845128536224) | > loss_disc_real_5: 0.13774743676185608 (0.23096080720424653) | > loss_0: 2.204169750213623 (2.3029985427856445) | > loss_gen: 2.337456703186035 (2.3740044116973875) | > loss_kl: 2.1907057762145996 (2.2251006841659544) | > loss_feat: 6.454171180725098 (6.664836597442627) | > loss_mel: 19.791854858398438 (19.772668838500977) | > loss_duration: 2.34910249710083 (2.2953049182891845) | > loss_1: 33.123291015625 (33.33191566467285)  --> STEP: 6 | > loss_disc: 2.419346332550049 (2.322389841079712) | > loss_disc_real_0: 0.10131509602069855 (0.08693438209593296) | > loss_disc_real_1: 0.24657194316387177 (0.21879412978887558) | > loss_disc_real_2: 0.26005491614341736 (0.2547985911369324) | > loss_disc_real_3: 0.2694509029388428 (0.22652594248453775) | > loss_disc_real_4: 0.2682111859321594 (0.20767557372649512) | > loss_disc_real_5: 0.27240148186683655 (0.2378675863146782) | > loss_0: 2.419346332550049 (2.322389841079712) | > loss_gen: 2.4424424171447754 (2.385410745938619) | > loss_kl: 2.1923556327819824 (2.2196431756019592) | > loss_feat: 4.753464698791504 (6.3462746143341064) | > loss_mel: 18.389427185058594 (19.542128562927246) | > loss_duration: 2.128312826156616 (2.2674729029337564) | > loss_1: 29.906002044677734 (32.76093006134033)  --> STEP: 7 | > loss_disc: 2.3499929904937744 (2.326333148138864) | > loss_disc_real_0: 0.09147842228412628 (0.08758353069424629) | > loss_disc_real_1: 0.19956374168395996 (0.21604693148817336) | > loss_disc_real_2: 0.2603326737880707 (0.25558917437280926) | > loss_disc_real_3: 0.2726827561855316 (0.23311977301325118) | > loss_disc_real_4: 0.2615390121936798 (0.21537035065037863) | > loss_disc_real_5: 0.3315787613391876 (0.25125489703246523) | > loss_0: 2.3499929904937744 (2.326333148138864) | > loss_gen: 2.607585906982422 (2.4171500546591624) | > loss_kl: 2.643559455871582 (2.280202644211905) | > loss_feat: 7.1929121017456055 (6.467222826821463) | > loss_mel: 20.286998748779297 (19.64853858947754) | > loss_duration: 2.3790667057037354 (2.2834148747580394) | > loss_1: 35.11012268066406 (33.09652900695801)  --> STEP: 8 | > loss_disc: 2.160416841506958 (2.3055936098098755) | > loss_disc_real_0: 0.11656345427036285 (0.09120602114126086) | > loss_disc_real_1: 0.24769163131713867 (0.22000251896679401) | > loss_disc_real_2: 0.1711205393075943 (0.2450305949896574) | > loss_disc_real_3: 0.2069440633058548 (0.22984780929982662) | > loss_disc_real_4: 0.20350094139575958 (0.21388667449355125) | > loss_disc_real_5: 0.1926485151052475 (0.243929099291563) | > loss_0: 2.160416841506958 (2.3055936098098755) | > loss_gen: 2.5824379920959473 (2.4378110468387604) | > loss_kl: 2.1620805263519287 (2.2654373794794083) | > loss_feat: 7.638309955596924 (6.613608717918396) | > loss_mel: 20.821434020996094 (19.79515051841736) | > loss_duration: 2.1473844051361084 (2.266411066055298) | > loss_1: 35.351646423339844 (33.37841868400574)  --> STEP: 9 | > loss_disc: 2.577759027481079 (2.3358342117733426) | > loss_disc_real_0: 0.20037075877189636 (0.1033354364335537) | > loss_disc_real_1: 0.18226692080497742 (0.21580967472659218) | > loss_disc_real_2: 0.19991664588451385 (0.24001793397797477) | > loss_disc_real_3: 0.1997338831424713 (0.2265018175045649) | > loss_disc_real_4: 0.2523825764656067 (0.21816399693489075) | > loss_disc_real_5: 0.21345648169517517 (0.24054325289196438) | > loss_0: 2.577759027481079 (2.3358342117733426) | > loss_gen: 2.122020721435547 (2.40272323290507) | > loss_kl: 1.9601256847381592 (2.2315138578414917) | > loss_feat: 11.806493759155273 (7.190595944722493) | > loss_mel: 19.706384658813477 (19.785287645128037) | > loss_duration: 2.0824408531188965 (2.2459699312845864) | > loss_1: 37.67746353149414 (33.85609033372667)  --> STEP: 10 | > loss_disc: 2.383671283721924 (2.3406179189682006) | > loss_disc_real_0: 0.12755087018013 (0.10575697980821133) | > loss_disc_real_1: 0.31277140974998474 (0.22550584822893144) | > loss_disc_real_2: 0.3139205873012543 (0.24740819931030272) | > loss_disc_real_3: 0.2502027153968811 (0.22887190729379653) | > loss_disc_real_4: 0.20812451839447021 (0.21716004908084868) | > loss_disc_real_5: 0.21655718982219696 (0.23814464658498763) | > loss_0: 2.383671283721924 (2.3406179189682006) | > loss_gen: 2.6531546115875244 (2.4277663707733153) | > loss_kl: 1.6579679250717163 (2.1741592645645142) | > loss_feat: 6.147910118103027 (7.086327362060547) | > loss_mel: 20.53675079345703 (19.860433959960936) | > loss_duration: 2.262291431427002 (2.247602081298828) | > loss_1: 33.25807571411133 (33.796288871765135)  --> STEP: 11 | > loss_disc: 2.437513828277588 (2.3494266379963267) | > loss_disc_real_0: 0.07859751582145691 (0.10328793762759729) | > loss_disc_real_1: 0.28600427508354187 (0.2310057052157142) | > loss_disc_real_2: 0.1415681093931198 (0.2377863729541952) | > loss_disc_real_3: 0.2416459321975708 (0.23003318228504874) | > loss_disc_real_4: 0.21147149801254272 (0.21664290807463907) | > loss_disc_real_5: 0.2317827343940735 (0.23756629093126816) | > loss_0: 2.437513828277588 (2.3494266379963267) | > loss_gen: 2.2186434268951416 (2.4087551940571177) | > loss_kl: 2.7171847820281982 (2.223525220697576) | > loss_feat: 6.219378471374512 (7.007513826543635) | > loss_mel: 17.19354248046875 (19.6179892800071) | > loss_duration: 2.4169301986694336 (2.262995546514338) | > loss_1: 30.76567840576172 (33.52077882940119)  --> STEP: 12 | > loss_disc: 2.194347620010376 (2.3365033864974976) | > loss_disc_real_0: 0.0918818861246109 (0.10233743333568175) | > loss_disc_real_1: 0.24897824227809906 (0.2325034166375796) | > loss_disc_real_2: 0.19499659538269043 (0.2342205581565698) | > loss_disc_real_3: 0.23296421766281128 (0.23027743523319563) | > loss_disc_real_4: 0.19221127033233643 (0.21460693826278052) | > loss_disc_real_5: 0.27898108959198 (0.24101752415299416) | > loss_0: 2.194347620010376 (2.3365033864974976) | > loss_gen: 2.556398868560791 (2.4210588335990906) | > loss_kl: 2.6993017196655273 (2.263173262278239) | > loss_feat: 6.8565993309021 (6.994937618573506) | > loss_mel: 19.547407150268555 (19.612107435862224) | > loss_duration: 2.22053861618042 (2.2594574689865112) | > loss_1: 33.880245208740234 (33.55073436101278)  --> STEP: 13 | > loss_disc: 2.6790518760681152 (2.362853270310622) | > loss_disc_real_0: 0.08478477597236633 (0.10098722892311904) | > loss_disc_real_1: 0.2177416980266571 (0.2313678998213548) | > loss_disc_real_2: 0.16027353703975677 (0.2285323257629688) | > loss_disc_real_3: 0.14333367347717285 (0.2235894535596554) | > loss_disc_real_4: 0.13892902433872223 (0.2087855602686222) | > loss_disc_real_5: 0.20875020325183868 (0.23853542254521296) | > loss_0: 2.6790518760681152 (2.362853270310622) | > loss_gen: 1.951523780822754 (2.3849407526162953) | > loss_kl: 2.104426860809326 (2.2509620006267843) | > loss_feat: 9.461530685424805 (7.184675546792837) | > loss_mel: 17.813907623291016 (19.473784373356747) | > loss_duration: 2.1017396450042725 (2.2473253286801853) | > loss_1: 33.433128356933594 (33.54168774531438)  --> STEP: 14 | > loss_disc: 2.316964626312256 (2.3595755100250244) | > loss_disc_real_0: 0.0718400850892067 (0.09890529007783957) | > loss_disc_real_1: 0.21754240989685059 (0.23038036482674734) | > loss_disc_real_2: 0.19059085845947266 (0.22582222095557622) | > loss_disc_real_3: 0.1574496328830719 (0.21886518065418517) | > loss_disc_real_4: 0.18255960941314697 (0.20691227806465967) | > loss_disc_real_5: 0.2186911255121231 (0.23711797275713511) | > loss_0: 2.316964626312256 (2.3595755100250244) | > loss_gen: 2.1840577125549316 (2.3705919640404836) | > loss_kl: 3.09201979637146 (2.3110375574656894) | > loss_feat: 8.216450691223145 (7.258373771395002) | > loss_mel: 19.351486206054688 (19.465048789978027) | > loss_duration: 2.326481819152832 (2.2529793637139455) | > loss_1: 35.17049789428711 (33.65803132738386)  --> STEP: 15 | > loss_disc: 2.475754976272583 (2.3673208077748615) | > loss_disc_real_0: 0.12257133424282074 (0.10048302635550499) | > loss_disc_real_1: 0.21690060198307037 (0.2294817139705022) | > loss_disc_real_2: 0.26276493072509766 (0.2282850682735443) | > loss_disc_real_3: 0.23007330298423767 (0.219612388809522) | > loss_disc_real_4: 0.2129015028476715 (0.20731155971686047) | > loss_disc_real_5: 0.3005070090293884 (0.24134390850861867) | > loss_0: 2.475754976272583 (2.3673208077748615) | > loss_gen: 2.259767770767212 (2.363203684488932) | > loss_kl: 2.1814823150634766 (2.302400541305542) | > loss_feat: 6.604888916015625 (7.214808114369711) | > loss_mel: 17.553966522216797 (19.337643305460613) | > loss_duration: 2.268720865249634 (2.254028797149658) | > loss_1: 30.868825912475586 (33.472084299723306)  --> STEP: 16 | > loss_disc: 2.137235164642334 (2.3529404550790787) | > loss_disc_real_0: 0.07959218323230743 (0.09917734866030514) | > loss_disc_real_1: 0.20336462557315826 (0.22784939594566822) | > loss_disc_real_2: 0.23389719426631927 (0.22863582614809275) | > loss_disc_real_3: 0.22045615315437317 (0.2196651240810752) | > loss_disc_real_4: 0.15937812626361847 (0.20431572012603283) | > loss_disc_real_5: 0.16153721511363983 (0.2363559901714325) | > loss_0: 2.137235164642334 (2.3529404550790787) | > loss_gen: 2.5164027214050293 (2.3727786242961884) | > loss_kl: 1.9825987815856934 (2.2824129313230515) | > loss_feat: 7.761326313018799 (7.248965501785278) | > loss_mel: 18.650888442993164 (19.294721126556396) | > loss_duration: 2.3242485523223877 (2.258417531847954) | > loss_1: 33.23546600341797 (33.457295656204224)  --> STEP: 17 | > loss_disc: 2.49989914894104 (2.361585084129782) | > loss_disc_real_0: 0.0651734471321106 (0.09717711915864664) | > loss_disc_real_1: 0.22580476105213165 (0.22772912330487194) | > loss_disc_real_2: 0.2942224144935608 (0.23249386075664968) | > loss_disc_real_3: 0.18543192744255066 (0.21765140663175023) | > loss_disc_real_4: 0.2497389018535614 (0.20698767199235804) | > loss_disc_real_5: 0.2499898374080658 (0.2371579811853521) | > loss_0: 2.49989914894104 (2.361585084129782) | > loss_gen: 2.258300542831421 (2.366044619504143) | > loss_kl: 1.931011438369751 (2.261742255266975) | > loss_feat: 6.534132957458496 (7.206916528589585) | > loss_mel: 19.48461151123047 (19.305891149184284) | > loss_duration: 2.3323652744293213 (2.2627673990586223) | > loss_1: 32.54042434692383 (33.403362049775964)  --> STEP: 18 | > loss_disc: 2.3800384998321533 (2.362610273891025) | > loss_disc_real_0: 0.06170142441987991 (0.09520624722871515) | > loss_disc_real_1: 0.26919254660606384 (0.23003264682160485) | > loss_disc_real_2: 0.31018874049186707 (0.23681024296416175) | > loss_disc_real_3: 0.26869890093803406 (0.22048737853765488) | > loss_disc_real_4: 0.25606095790863037 (0.20971396565437317) | > loss_disc_real_5: 0.2988659143447876 (0.24058619969420963) | > loss_0: 2.3800384998321533 (2.362610273891025) | > loss_gen: 2.7046103477478027 (2.384853826628791) | > loss_kl: 2.2262229919433594 (2.2597689628601074) | > loss_feat: 6.624195098876953 (7.174543115827772) | > loss_mel: 21.232833862304688 (19.412943522135418) | > loss_duration: 2.231823444366455 (2.261048290464613) | > loss_1: 35.019683837890625 (33.493157704671226)  --> STEP: 19 | > loss_disc: 2.397826671600342 (2.364463768507305) | > loss_disc_real_0: 0.09804379194974899 (0.09535559168771694) | > loss_disc_real_1: 0.16109859943389893 (0.22640453906435715) | > loss_disc_real_2: 0.19432838261127472 (0.23457435557716771) | > loss_disc_real_3: 0.2515246868133545 (0.22212092107848116) | > loss_disc_real_4: 0.24859055876731873 (0.21176010213400187) | > loss_disc_real_5: 0.28716427087783813 (0.2430376771249269) | > loss_0: 2.397826671600342 (2.364463768507305) | > loss_gen: 2.2747743129730225 (2.3790601680153296) | > loss_kl: 1.9896613359451294 (2.2455527719698454) | > loss_feat: 8.042825698852539 (7.220242199144866) | > loss_mel: 20.33094024658203 (19.461259139211553) | > loss_duration: 2.3226735591888428 (2.2642917256606254) | > loss_1: 34.960872650146484 (33.57040585969624)  --> STEP: 20 | > loss_disc: 2.3462889194488525 (2.3635550260543825) | > loss_disc_real_0: 0.07668757438659668 (0.09442219082266093) | > loss_disc_real_1: 0.22032949328422546 (0.22610078677535056) | > loss_disc_real_2: 0.32066988945007324 (0.23887913227081298) | > loss_disc_real_3: 0.2769014239311218 (0.22485994622111322) | > loss_disc_real_4: 0.20819899439811707 (0.21158204674720765) | > loss_disc_real_5: 0.2827971577644348 (0.2450256511569023) | > loss_0: 2.3462889194488525 (2.3635550260543825) | > loss_gen: 2.4649860858917236 (2.3833564639091493) | > loss_kl: 1.341323733329773 (2.200341320037842) | > loss_feat: 5.4745774269104 (7.132958960533142) | > loss_mel: 21.440906524658203 (19.560241508483884) | > loss_duration: 2.3480384349823 (2.268479061126709) | > loss_1: 33.06983184814453 (33.54537715911865)  --> STEP: 21 | > loss_disc: 2.532017707824707 (2.371577058519636) | > loss_disc_real_0: 0.20790216326713562 (0.09982599903430257) | > loss_disc_real_1: 0.225528746843338 (0.22607354677858807) | > loss_disc_real_2: 0.31420838832855225 (0.2424662397021339) | > loss_disc_real_3: 0.2718088924884796 (0.22709561032908304) | > loss_disc_real_4: 0.22758829593658447 (0.21234424908955893) | > loss_disc_real_5: 0.25356194376945496 (0.24543214128130958) | > loss_0: 2.532017707824707 (2.371577058519636) | > loss_gen: 2.527601480484009 (2.390225274222238) | > loss_kl: 2.6871864795684814 (2.223524422872634) | > loss_feat: 5.06869649887085 (7.0346607480730325) | > loss_mel: 16.657262802124023 (19.422004427228654) | > loss_duration: 2.103787422180176 (2.260636602129255) | > loss_1: 29.044536590576172 (33.33105141775949)  --> STEP: 22 | > loss_disc: 2.467101573944092 (2.3759190819480205) | > loss_disc_real_0: 0.10872355103492737 (0.10023043321614916) | > loss_disc_real_1: 0.20087304711341858 (0.22492806952108035) | > loss_disc_real_2: 0.19988451898097992 (0.24053070694208145) | > loss_disc_real_3: 0.2075067162513733 (0.2262052060528235) | > loss_disc_real_4: 0.21527869999408722 (0.21247763322158295) | > loss_disc_real_5: 0.2674335539340973 (0.24643220549279993) | > loss_0: 2.467101573944092 (2.3759190819480205) | > loss_gen: 2.228604793548584 (2.3828788887370718) | > loss_kl: 1.6047234535217285 (2.1953971060839566) | > loss_feat: 6.3551554679870605 (7.003774144432762) | > loss_mel: 17.185380935668945 (19.320339723066848) | > loss_duration: 2.135788917541504 (2.2549617073752666) | > loss_1: 29.509654998779297 (33.15735158053312)  --> STEP: 23 | > loss_disc: 2.4372010231018066 (2.378583514172098) | > loss_disc_real_0: 0.12633533775806427 (0.10136542906579764) | > loss_disc_real_1: 0.2570532560348511 (0.22632481676080954) | > loss_disc_real_2: 0.22042320668697357 (0.23965646780055502) | > loss_disc_real_3: 0.2432994693517685 (0.22694843489190805) | > loss_disc_real_4: 0.23540155589580536 (0.2134743255117665) | > loss_disc_real_5: 0.23338578641414642 (0.24586496988068457) | > loss_0: 2.4372010231018066 (2.378583514172098) | > loss_gen: 2.360989809036255 (2.381927189619645) | > loss_kl: 2.303886651992798 (2.200114042862602) | > loss_feat: 6.260343074798584 (6.971451054448667) | > loss_mel: 18.24214744567871 (19.273461797963016) | > loss_duration: 2.2548677921295166 (2.2549576241037124) | > loss_1: 31.4222354888916 (33.08191175046174)  --> STEP: 24 | > loss_disc: 2.1825485229492188 (2.3704153895378117) | > loss_disc_real_0: 0.08159519731998444 (0.10054166940972209) | > loss_disc_real_1: 0.2240147739648819 (0.22622856497764587) | > loss_disc_real_2: 0.191599503159523 (0.23765409427384535) | > loss_disc_real_3: 0.16455143690109253 (0.22434855997562408) | > loss_disc_real_4: 0.20291215181350708 (0.2130342349410057) | > loss_disc_real_5: 0.1971825659275055 (0.24383653638263544) | > loss_0: 2.1825485229492188 (2.3704153895378117) | > loss_gen: 2.5346271991729736 (2.3882896900177006) | > loss_kl: 2.1598703861236572 (2.1984372238318124) | > loss_feat: 7.931355953216553 (7.011447091897328) | > loss_mel: 17.01270294189453 (19.179263512293495) | > loss_duration: 2.4126319885253906 (2.261527389287949) | > loss_1: 32.05118942260742 (33.03896498680115)  --> STEP: 25 | > loss_disc: 2.2971017360687256 (2.3674828433990482) | > loss_disc_real_0: 0.14771167933940887 (0.10242846980690956) | > loss_disc_real_1: 0.29227373003959656 (0.2288703715801239) | > loss_disc_real_2: 0.25323203206062317 (0.23827721178531647) | > loss_disc_real_3: 0.21876606345176697 (0.2241252601146698) | > loss_disc_real_4: 0.2091921865940094 (0.21288055300712586) | > loss_disc_real_5: 0.2430068850517273 (0.24380335032939912) | > loss_0: 2.2971017360687256 (2.3674828433990482) | > loss_gen: 2.6894278526306152 (2.400335216522217) | > loss_kl: 2.428539752960205 (2.207641324996948) | > loss_feat: 6.274741172790527 (6.981978855133057) | > loss_mel: 17.77644157409668 (19.123150634765622) | > loss_duration: 2.3263635635375977 (2.264120836257935) | > loss_1: 31.495513916015625 (32.977226943969725)  --> STEP: 26 | > loss_disc: 2.006612777709961 (2.3536032254879293) | > loss_disc_real_0: 0.09502041339874268 (0.1021435445604416) | > loss_disc_real_1: 0.11913730204105377 (0.22464986890554428) | > loss_disc_real_2: 0.1653464287519455 (0.23547218166864836) | > loss_disc_real_3: 0.07633335888385773 (0.21844095622117704) | > loss_disc_real_4: 0.14114776253700256 (0.21012159952750573) | > loss_disc_real_5: 0.1258646696805954 (0.23926724722752205) | > loss_0: 2.006612777709961 (2.3536032254879293) | > loss_gen: 2.3276569843292236 (2.3975398998994097) | > loss_kl: 2.4429588317871094 (2.2166919983350315) | > loss_feat: 13.089051246643066 (7.2168662548065186) | > loss_mel: 18.715208053588867 (19.107460535489594) | > loss_duration: 2.2510595321655273 (2.263618478408227) | > loss_1: 38.82593536376953 (33.20217726780818) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022614552424504207 (-0.00012503220484806924) | > avg_loss_disc: 2.3536032254879293 (+0.05242219338050269) | > avg_loss_disc_real_0: 0.1021435445604416 (-0.030475465580820996) | > avg_loss_disc_real_1: 0.22464986890554428 (+0.01646701934245917) | > avg_loss_disc_real_2: 0.23547218166864836 (+0.04268936984814131) | > avg_loss_disc_real_3: 0.21844095622117704 (-0.03209839703945011) | > avg_loss_disc_real_4: 0.21012159952750573 (-0.02772332555972612) | > avg_loss_disc_real_5: 0.23926724722752205 (+0.023366118279787212) | > avg_loss_0: 2.3536032254879293 (+0.05242219338050269) | > avg_loss_gen: 2.3975398998994097 (-0.12563538551330522) | > avg_loss_kl: 2.2166919983350315 (+0.13126912942299418) | > avg_loss_feat: 7.2168662548065186 (-0.41659749471224305) | > avg_loss_mel: 19.107460535489594 (-0.38083322231586436) | > avg_loss_duration: 2.263618478408227 (+0.001367220511804046) | > avg_loss_1: 33.20217726780818 (-0.7904296288123547)  > EPOCH: 162/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:02:28)   --> TIME: 2024-06-10 22:02:34 -- STEP: 14/330 -- GLOBAL_STEP: 141475 | > loss_disc: 2.20572566986084 (2.28031701701028) | > loss_disc_real_0: 0.13340342044830322 (0.1140472415302481) | > loss_disc_real_1: 0.20524033904075623 (0.19678364268371037) | > loss_disc_real_2: 0.1968318372964859 (0.21846904073442733) | > loss_disc_real_3: 0.2471708059310913 (0.2173795380762645) | > loss_disc_real_4: 0.2188146561384201 (0.216963135770389) | > loss_disc_real_5: 0.20518644154071808 (0.2099178209900856) | > loss_0: 2.20572566986084 (2.28031701701028) | > grad_norm_0: tensor(5.5310, device='cuda:0') (tensor(10.5940, device='cuda:0')) | > loss_gen: 2.7290430068969727 (2.5839110101972307) | > loss_kl: 1.6823705434799194 (1.7890874998910087) | > loss_feat: 7.539523124694824 (7.118186780384609) | > loss_mel: 19.671903610229492 (19.731048720223562) | > loss_duration: 2.0951735973358154 (2.2050368104662215) | > loss_1: 33.718013763427734 (33.42727157047817) | > grad_norm_1: tensor(91.2819, device='cuda:0') (tensor(107.8068, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3414 (0.34029269218444824) | > loader_time: 0.0031 (0.0029667445591517855)  --> TIME: 2024-06-10 22:02:43 -- STEP: 39/330 -- GLOBAL_STEP: 141500 | > loss_disc: 2.249738931655884 (2.2740223040947547) | > loss_disc_real_0: 0.11594794690608978 (0.1097589461849286) | > loss_disc_real_1: 0.2047608643770218 (0.19649192308768249) | > loss_disc_real_2: 0.19757764041423798 (0.21511840170774704) | > loss_disc_real_3: 0.204187273979187 (0.223502109066034) | > loss_disc_real_4: 0.20075488090515137 (0.21916463474432626) | > loss_disc_real_5: 0.1806812584400177 (0.2103863740578676) | > loss_0: 2.249738931655884 (2.2740223040947547) | > grad_norm_0: tensor(10.5845, device='cuda:0') (tensor(9.3216, device='cuda:0')) | > loss_gen: 2.631118059158325 (2.5888729034326015) | > loss_kl: 1.7650513648986816 (1.7722187347901173) | > loss_feat: 8.100248336791992 (7.340701396648701) | > loss_mel: 20.163925170898438 (19.584450452755657) | > loss_duration: 2.0900542736053467 (2.121594774417388) | > loss_1: 34.750396728515625 (33.40783823453463) | > grad_norm_1: tensor(247.3854, device='cuda:0') (tensor(116.9119, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3478 (0.3416029795622214) | > loader_time: 0.0033 (0.0031276177137325974) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_141500.pth  --> TIME: 2024-06-10 22:02:57 -- STEP: 64/330 -- GLOBAL_STEP: 141525 | > loss_disc: 2.2623097896575928 (2.2844110317528252) | > loss_disc_real_0: 0.10785210132598877 (0.10903901129495353) | > loss_disc_real_1: 0.21640251576900482 (0.20077554578892887) | > loss_disc_real_2: 0.1939900666475296 (0.21537263807840645) | > loss_disc_real_3: 0.21607384085655212 (0.22402787022292614) | > loss_disc_real_4: 0.23898352682590485 (0.2202204428613186) | > loss_disc_real_5: 0.22368575632572174 (0.21166809438727796) | > loss_0: 2.2623097896575928 (2.2844110317528252) | > grad_norm_0: tensor(20.9761, device='cuda:0') (tensor(11.6761, device='cuda:0')) | > loss_gen: 2.526442050933838 (2.5685657300055023) | > loss_kl: 1.634287714958191 (1.7788303960114717) | > loss_feat: 6.876234531402588 (7.305130667984486) | > loss_mel: 19.627605438232422 (19.499364018440243) | > loss_duration: 2.069031238555908 (2.0922848116606465) | > loss_1: 32.73360061645508 (33.244175732135766) | > grad_norm_1: tensor(177.4755, device='cuda:0') (tensor(150.3029, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.353 (0.3462461456656456) | > loader_time: 0.004 (0.0033061951398849487)  --> TIME: 2024-06-10 22:03:06 -- STEP: 89/330 -- GLOBAL_STEP: 141550 | > loss_disc: 2.2645342350006104 (2.283910510245334) | > loss_disc_real_0: 0.16714729368686676 (0.11070287704802631) | > loss_disc_real_1: 0.20001782476902008 (0.20104816120662047) | > loss_disc_real_2: 0.2273118644952774 (0.21454943147268185) | > loss_disc_real_3: 0.20939169824123383 (0.223348750659589) | > loss_disc_real_4: 0.21033990383148193 (0.21990254153026623) | > loss_disc_real_5: 0.18665511906147003 (0.21211141029770456) | > loss_0: 2.2645342350006104 (2.283910510245334) | > grad_norm_0: tensor(10.4396, device='cuda:0') (tensor(12.6002, device='cuda:0')) | > loss_gen: 2.5222244262695312 (2.577620168750206) | > loss_kl: 1.803528904914856 (1.776966587881024) | > loss_feat: 7.200141906738281 (7.369739602121075) | > loss_mel: 20.31389045715332 (19.49864751837227) | > loss_duration: 2.0571157932281494 (2.0780531810910503) | > loss_1: 33.89690399169922 (33.301027319404525) | > grad_norm_1: tensor(283.2456, device='cuda:0') (tensor(170.3612, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3457 (0.3484390371301202) | > loader_time: 0.0036 (0.0034005534782838285)  --> TIME: 2024-06-10 22:03:15 -- STEP: 114/330 -- GLOBAL_STEP: 141575 | > loss_disc: 2.2029786109924316 (2.2850134686419836) | > loss_disc_real_0: 0.13727235794067383 (0.1105273066644083) | > loss_disc_real_1: 0.19897787272930145 (0.19981596096043) | > loss_disc_real_2: 0.17952291667461395 (0.21553099887412888) | > loss_disc_real_3: 0.19439716637134552 (0.22368581122473666) | > loss_disc_real_4: 0.17056287825107574 (0.21911377681974778) | > loss_disc_real_5: 0.20224593579769135 (0.2126839175297503) | > loss_0: 2.2029786109924316 (2.2850134686419836) | > grad_norm_0: tensor(22.6562, device='cuda:0') (tensor(14.2091, device='cuda:0')) | > loss_gen: 2.605994939804077 (2.5813130642238415) | > loss_kl: 1.7700639963150024 (1.7706585641492878) | > loss_feat: 7.810685157775879 (7.38871095055028) | > loss_mel: 19.984832763671875 (19.500497382983827) | > loss_duration: 2.0619606971740723 (2.073806074627659) | > loss_1: 34.23353958129883 (33.31498624567401) | > grad_norm_1: tensor(221.8165, device='cuda:0') (tensor(187.2498, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3738 (0.3509912511758638) | > loader_time: 0.0039 (0.0035049371552049067)  --> TIME: 2024-06-10 22:03:25 -- STEP: 139/330 -- GLOBAL_STEP: 141600 | > loss_disc: 2.3085105419158936 (2.286735337415188) | > loss_disc_real_0: 0.1372767835855484 (0.11069117834885343) | > loss_disc_real_1: 0.20185494422912598 (0.19978728022077957) | > loss_disc_real_2: 0.2065163552761078 (0.21489448019926494) | > loss_disc_real_3: 0.246994748711586 (0.2237636212179129) | > loss_disc_real_4: 0.21613091230392456 (0.21860078502473212) | > loss_disc_real_5: 0.23071926832199097 (0.21207769740399696) | > loss_0: 2.3085105419158936 (2.286735337415188) | > grad_norm_0: tensor(6.7678, device='cuda:0') (tensor(15.0391, device='cuda:0')) | > loss_gen: 2.777517795562744 (2.5788958415710668) | > loss_kl: 1.7701401710510254 (1.763948626655469) | > loss_feat: 7.392282009124756 (7.3643866957520405) | > loss_mel: 19.02654266357422 (19.496000825072365) | > loss_duration: 2.1516690254211426 (2.076171296963589) | > loss_1: 33.1181526184082 (33.27940346697252) | > grad_norm_1: tensor(307.0976, device='cuda:0') (tensor(198.3352, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3748 (0.3561548998029971) | > loader_time: 0.0043 (0.0036646067667350495)  --> TIME: 2024-06-10 22:03:34 -- STEP: 164/330 -- GLOBAL_STEP: 141625 | > loss_disc: 2.3196520805358887 (2.2891049457759394) | > loss_disc_real_0: 0.16613678634166718 (0.11159816334342085) | > loss_disc_real_1: 0.24084340035915375 (0.19988063504783124) | > loss_disc_real_2: 0.21732787787914276 (0.21496261683542553) | > loss_disc_real_3: 0.20781096816062927 (0.22384080327138667) | > loss_disc_real_4: 0.1927616000175476 (0.21890539139872645) | > loss_disc_real_5: 0.20339469611644745 (0.21264681401776103) | > loss_0: 2.3196520805358887 (2.2891049457759394) | > grad_norm_0: tensor(12.7733, device='cuda:0') (tensor(15.8709, device='cuda:0')) | > loss_gen: 2.5512125492095947 (2.581365928417299) | > loss_kl: 1.613783597946167 (1.7626528921650677) | > loss_feat: 7.409373760223389 (7.361908816709751) | > loss_mel: 19.464391708374023 (19.497752166375882) | > loss_duration: 2.1519086360931396 (2.077150538200285) | > loss_1: 33.190670013427734 (33.28083045308184) | > grad_norm_1: tensor(279.2856, device='cuda:0') (tensor(209.5181, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3814 (0.35986599834953875) | > loader_time: 0.005 (0.0038292538828966095)  --> TIME: 2024-06-10 22:03:44 -- STEP: 189/330 -- GLOBAL_STEP: 141650 | > loss_disc: 2.288313388824463 (2.2853623079875165) | > loss_disc_real_0: 0.11842235177755356 (0.11171846568742126) | > loss_disc_real_1: 0.23620012402534485 (0.20046593059623055) | > loss_disc_real_2: 0.21832485496997833 (0.21489763054898176) | > loss_disc_real_3: 0.1933068484067917 (0.22349734935495588) | > loss_disc_real_4: 0.21194113790988922 (0.21748458771478563) | > loss_disc_real_5: 0.2093748152256012 (0.21182752775136757) | > loss_0: 2.288313388824463 (2.2853623079875165) | > grad_norm_0: tensor(72.6269, device='cuda:0') (tensor(17.0048, device='cuda:0')) | > loss_gen: 2.76503849029541 (2.5921132514085707) | > loss_kl: 1.6720607280731201 (1.7587774550473247) | > loss_feat: 6.97450590133667 (7.390494066571432) | > loss_mel: 18.212663650512695 (19.46710281775742) | > loss_duration: 2.1576309204101562 (2.082439306551816) | > loss_1: 31.781898498535156 (33.29092689796732) | > grad_norm_1: tensor(304.8730, device='cuda:0') (tensor(223.4479, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.3775 (0.36369193041766124) | > loader_time: 0.0048 (0.003967527359250992)  --> TIME: 2024-06-10 22:03:54 -- STEP: 214/330 -- GLOBAL_STEP: 141675 | > loss_disc: 2.548414945602417 (2.2874614367975266) | > loss_disc_real_0: 0.14184191823005676 (0.11219054763422948) | > loss_disc_real_1: 0.2303750365972519 (0.2008664511910109) | > loss_disc_real_2: 0.20216022431850433 (0.2157268905751059) | > loss_disc_real_3: 0.2637484669685364 (0.22350790964387288) | > loss_disc_real_4: 0.2785491943359375 (0.21772379971274705) | > loss_disc_real_5: 0.29596731066703796 (0.21173361981305006) | > loss_0: 2.548414945602417 (2.2874614367975266) | > grad_norm_0: tensor(41.3223, device='cuda:0') (tensor(18.3609, device='cuda:0')) | > loss_gen: 2.3296918869018555 (2.5976884866429257) | > loss_kl: 1.6666113138198853 (1.7548267624088536) | > loss_feat: 6.4432148933410645 (7.418670779076692) | > loss_mel: 18.857067108154297 (19.45265521290147) | > loss_duration: 2.187502861022949 (2.088337555109896) | > loss_1: 31.484088897705078 (33.312178861315026) | > grad_norm_1: tensor(141.3244, device='cuda:0') (tensor(230.7777, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.4025 (0.3678269720523156) | > loader_time: 0.0061 (0.004120745391489189)  --> TIME: 2024-06-10 22:04:05 -- STEP: 239/330 -- GLOBAL_STEP: 141700 | > loss_disc: 2.3801088333129883 (2.2842946441602523) | > loss_disc_real_0: 0.12037649750709534 (0.11267721381771016) | > loss_disc_real_1: 0.23730149865150452 (0.20064024165833846) | > loss_disc_real_2: 0.2040068358182907 (0.215849132592708) | > loss_disc_real_3: 0.2248547077178955 (0.22321932123794716) | > loss_disc_real_4: 0.24221421778202057 (0.21762362733545662) | > loss_disc_real_5: 0.215492844581604 (0.21077155836207098) | > loss_0: 2.3801088333129883 (2.2842946441602523) | > grad_norm_0: tensor(14.6139, device='cuda:0') (tensor(18.6340, device='cuda:0')) | > loss_gen: 2.5740599632263184 (2.6031429857389687) | > loss_kl: 1.6249475479125977 (1.7507695682876778) | > loss_feat: 7.514720439910889 (7.444904487003343) | > loss_mel: 19.76569175720215 (19.439607923499715) | > loss_duration: 2.1151514053344727 (2.0948212715372354) | > loss_1: 33.59457015991211 (33.33324629492341) | > grad_norm_1: tensor(397.2238, device='cuda:0') (tensor(235.9604, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.4061 (0.37146392926012617) | > loader_time: 0.006 (0.0042550174761017984)  --> TIME: 2024-06-10 22:04:16 -- STEP: 264/330 -- GLOBAL_STEP: 141725 | > loss_disc: 2.5072731971740723 (2.2861844328316794) | > loss_disc_real_0: 0.2673085033893585 (0.11439776144018679) | > loss_disc_real_1: 0.23314915597438812 (0.20089397951960566) | > loss_disc_real_2: 0.16837471723556519 (0.21559718307672124) | > loss_disc_real_3: 0.21546955406665802 (0.22289446809075095) | > loss_disc_real_4: 0.25588318705558777 (0.21810988133603876) | > loss_disc_real_5: 0.23209472000598907 (0.21075987934388898) | > loss_0: 2.5072731971740723 (2.2861844328316794) | > grad_norm_0: tensor(35.7493, device='cuda:0') (tensor(18.7935, device='cuda:0')) | > loss_gen: 2.5972847938537598 (2.5997382357265) | > loss_kl: 1.697692632675171 (1.7505019013628815) | > loss_feat: 7.633338928222656 (7.450524294015132) | > loss_mel: 18.179574966430664 (19.41843498114384) | > loss_duration: 2.194852352142334 (2.101056667891414) | > loss_1: 32.30274200439453 (33.32025606704481) | > grad_norm_1: tensor(392.6087, device='cuda:0') (tensor(237.0012, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.4335 (0.37639689716425806) | > loader_time: 0.006 (0.004413679693684433)  --> TIME: 2024-06-10 22:04:27 -- STEP: 289/330 -- GLOBAL_STEP: 141750 | > loss_disc: 2.4527859687805176 (2.291206866399641) | > loss_disc_real_0: 0.19755671918392181 (0.11517834026611387) | > loss_disc_real_1: 0.23284606635570526 (0.20150000006476076) | > loss_disc_real_2: 0.2170819342136383 (0.2157719221907091) | > loss_disc_real_3: 0.2553286552429199 (0.22309163321054512) | > loss_disc_real_4: 0.2548644244670868 (0.21865859137893132) | > loss_disc_real_5: 0.24105419218540192 (0.21125249719331007) | > loss_0: 2.4527859687805176 (2.291206866399641) | > grad_norm_0: tensor(41.7956, device='cuda:0') (tensor(19.6255, device='cuda:0')) | > loss_gen: 2.468226432800293 (2.595548896228565) | > loss_kl: 1.7489423751831055 (1.7477211205604577) | > loss_feat: 6.735892295837402 (7.464974390181703) | > loss_mel: 18.34750747680664 (19.369192017815937) | > loss_duration: 2.2425308227539062 (2.1093706564919734) | > loss_1: 31.54309844970703 (33.28680707674124) | > grad_norm_1: tensor(378.3290, device='cuda:0') (tensor(244.8020, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.4606 (0.3824856174033406) | > loader_time: 0.007 (0.004610169717597302)  --> TIME: 2024-06-10 22:04:40 -- STEP: 314/330 -- GLOBAL_STEP: 141775 | > loss_disc: 2.417341470718384 (2.2894506135563955) | > loss_disc_real_0: 0.13827809691429138 (0.11489121547075594) | > loss_disc_real_1: 0.2184419184923172 (0.20154401489124177) | > loss_disc_real_2: 0.22386862337589264 (0.2153501785864496) | > loss_disc_real_3: 0.21560515463352203 (0.2228469252111805) | > loss_disc_real_4: 0.24219967424869537 (0.21883357026774408) | > loss_disc_real_5: 0.21265864372253418 (0.21118982743685413) | > loss_0: 2.417341470718384 (2.2894506135563955) | > grad_norm_0: tensor(19.6339, device='cuda:0') (tensor(20.9784, device='cuda:0')) | > loss_gen: 2.6244089603424072 (2.5986891962160725) | > loss_kl: 1.739498257637024 (1.7474526174508842) | > loss_feat: 7.681707859039307 (7.483375550834996) | > loss_mel: 19.0745849609375 (19.30309784640173) | > loss_duration: 2.29592227935791 (2.12089119747186) | > loss_1: 33.41612243652344 (33.25350641748707) | > grad_norm_1: tensor(245.1838, device='cuda:0') (tensor(254.0547, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.512 (0.3920484378838994) | > loader_time: 0.0086 (0.004850404277728622)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4286341667175293 (2.4286341667175293) | > loss_disc_real_0: 0.12214747816324234 (0.12214747816324234) | > loss_disc_real_1: 0.2703861892223358 (0.2703861892223358) | > loss_disc_real_2: 0.18296025693416595 (0.18296025693416595) | > loss_disc_real_3: 0.27849578857421875 (0.27849578857421875) | > loss_disc_real_4: 0.25295814871788025 (0.25295814871788025) | > loss_disc_real_5: 0.24563567340373993 (0.24563567340373993) | > loss_0: 2.4286341667175293 (2.4286341667175293) | > loss_gen: 2.431532621383667 (2.431532621383667) | > loss_kl: 2.1021862030029297 (2.1021862030029297) | > loss_feat: 5.017972469329834 (5.017972469329834) | > loss_mel: 17.526121139526367 (17.526121139526367) | > loss_duration: 2.8713250160217285 (2.8713250160217285) | > loss_1: 29.94913673400879 (29.94913673400879)  --> STEP: 1 | > loss_disc: 2.38222074508667 (2.38222074508667) | > loss_disc_real_0: 0.11788395047187805 (0.11788395047187805) | > loss_disc_real_1: 0.2350151091814041 (0.2350151091814041) | > loss_disc_real_2: 0.29812294244766235 (0.29812294244766235) | > loss_disc_real_3: 0.34392014145851135 (0.34392014145851135) | > loss_disc_real_4: 0.22586703300476074 (0.22586703300476074) | > loss_disc_real_5: 0.22763924300670624 (0.22763924300670624) | > loss_0: 2.38222074508667 (2.38222074508667) | > loss_gen: 2.614715337753296 (2.614715337753296) | > loss_kl: 1.525302529335022 (1.525302529335022) | > loss_feat: 6.4907379150390625 (6.4907379150390625) | > loss_mel: 19.755935668945312 (19.755935668945312) | > loss_duration: 2.373302459716797 (2.373302459716797) | > loss_1: 32.75999450683594 (32.75999450683594)  --> STEP: 2 | > loss_disc: 2.496257781982422 (2.439239263534546) | > loss_disc_real_0: 0.14543843269348145 (0.13166119158267975) | > loss_disc_real_1: 0.2773086428642273 (0.2561618760228157) | > loss_disc_real_2: 0.2156050205230713 (0.2568639814853668) | > loss_disc_real_3: 0.30732640624046326 (0.3256232738494873) | > loss_disc_real_4: 0.2556197941303253 (0.24074341356754303) | > loss_disc_real_5: 0.3348921239376068 (0.2812656834721565) | > loss_0: 2.496257781982422 (2.439239263534546) | > loss_gen: 2.58359694480896 (2.599156141281128) | > loss_kl: 1.8685169219970703 (1.6969097256660461) | > loss_feat: 5.452284336090088 (5.971511125564575) | > loss_mel: 20.04168701171875 (19.89881134033203) | > loss_duration: 2.4110491275787354 (2.392175793647766) | > loss_1: 32.35713577270508 (32.55856513977051)  --> STEP: 3 | > loss_disc: 1.9927420616149902 (2.290406862894694) | > loss_disc_real_0: 0.10967466235160828 (0.12433234850565593) | > loss_disc_real_1: 0.18736645579338074 (0.23323006927967072) | > loss_disc_real_2: 0.20740875601768494 (0.24037890632947287) | > loss_disc_real_3: 0.2633334994316101 (0.3048600157101949) | > loss_disc_real_4: 0.1887705773115158 (0.22341913481553397) | > loss_disc_real_5: 0.22553890943527222 (0.26269009212652844) | > loss_0: 1.9927420616149902 (2.290406862894694) | > loss_gen: 2.9131109714508057 (2.703807751337687) | > loss_kl: 1.9595140218734741 (1.7844444910685222) | > loss_feat: 7.93302583694458 (6.625349362691243) | > loss_mel: 19.38947868347168 (19.729033788045246) | > loss_duration: 2.2230236530303955 (2.335791746775309) | > loss_1: 34.41815185546875 (33.178427378336586)  --> STEP: 4 | > loss_disc: 2.199277639389038 (2.26762455701828) | > loss_disc_real_0: 0.11567337810993195 (0.12216760590672493) | > loss_disc_real_1: 0.2868238687515259 (0.2466285191476345) | > loss_disc_real_2: 0.19668056070804596 (0.22945431992411613) | > loss_disc_real_3: 0.23135128617286682 (0.2864828333258629) | > loss_disc_real_4: 0.19240903854370117 (0.21566661074757576) | > loss_disc_real_5: 0.222966730594635 (0.25275925174355507) | > loss_0: 2.199277639389038 (2.26762455701828) | > loss_gen: 2.6975815296173096 (2.7022511959075928) | > loss_kl: 2.9816665649414062 (2.083750009536743) | > loss_feat: 10.05477237701416 (7.482705116271973) | > loss_mel: 19.605113983154297 (19.69805383682251) | > loss_duration: 2.310478448867798 (2.3294634222984314) | > loss_1: 37.64961242675781 (34.296223640441895)  --> STEP: 5 | > loss_disc: 2.48077392578125 (2.310254430770874) | > loss_disc_real_0: 0.16199561953544617 (0.1301332086324692) | > loss_disc_real_1: 0.3597436845302582 (0.26925155222415925) | > loss_disc_real_2: 0.28019559383392334 (0.23960257470607757) | > loss_disc_real_3: 0.30698278546333313 (0.2905828237533569) | > loss_disc_real_4: 0.2748076319694519 (0.22749481499195098) | > loss_disc_real_5: 0.23522205650806427 (0.2492518126964569) | > loss_0: 2.48077392578125 (2.310254430770874) | > loss_gen: 2.825462579727173 (2.7268934726715086) | > loss_kl: 1.8317961692810059 (2.033359241485596) | > loss_feat: 5.24650239944458 (7.035464572906494) | > loss_mel: 19.700937271118164 (19.69863052368164) | > loss_duration: 2.396554470062256 (2.3428816318511965) | > loss_1: 32.001251220703125 (33.83722915649414)  --> STEP: 6 | > loss_disc: 2.4269180297851562 (2.329698363939921) | > loss_disc_real_0: 0.1414823979139328 (0.1320247401793798) | > loss_disc_real_1: 0.35795503854751587 (0.28403546661138535) | > loss_disc_real_2: 0.24358893930912018 (0.24026696880658469) | > loss_disc_real_3: 0.27439630031585693 (0.28788506984710693) | > loss_disc_real_4: 0.17598988115787506 (0.21891065935293832) | > loss_disc_real_5: 0.17946967482566833 (0.2376214563846588) | > loss_0: 2.4269180297851562 (2.329698363939921) | > loss_gen: 2.456575632095337 (2.681840499242147) | > loss_kl: 2.8139877319335938 (2.1634639898935952) | > loss_feat: 4.210779190063477 (6.564683675765991) | > loss_mel: 15.690403938293457 (19.030592759450276) | > loss_duration: 2.138711929321289 (2.308853348096212) | > loss_1: 27.31045913696289 (32.74943415323893)  --> STEP: 7 | > loss_disc: 2.5054709911346436 (2.354808739253453) | > loss_disc_real_0: 0.14836889505386353 (0.13435961944716318) | > loss_disc_real_1: 0.38202378153800964 (0.2980337973151888) | > loss_disc_real_2: 0.23201943933963776 (0.23908875031130655) | > loss_disc_real_3: 0.2980267107486725 (0.2893338756901877) | > loss_disc_real_4: 0.3462735116481781 (0.23710535253797257) | > loss_disc_real_5: 0.32489028573036194 (0.25008843200547354) | > loss_0: 2.5054709911346436 (2.354808739253453) | > loss_gen: 2.7753469944000244 (2.6951985699789867) | > loss_kl: 3.3478190898895264 (2.3326575756073) | > loss_feat: 4.689366340637207 (6.296781199319022) | > loss_mel: 18.46583366394043 (18.949912888663157) | > loss_duration: 2.4789555072784424 (2.333153656550816) | > loss_1: 31.757322311401367 (32.60770389011928)  --> STEP: 8 | > loss_disc: 1.998121738433838 (2.310222864151001) | > loss_disc_real_0: 0.14107629656791687 (0.13519920408725739) | > loss_disc_real_1: 0.2523247003555298 (0.29232016019523144) | > loss_disc_real_2: 0.14477388560771942 (0.22729939222335815) | > loss_disc_real_3: 0.23914414644241333 (0.2830601595342159) | > loss_disc_real_4: 0.1546505242586136 (0.2267984990030527) | > loss_disc_real_5: 0.21708348393440247 (0.24596281349658966) | > loss_0: 1.998121738433838 (2.310222864151001) | > loss_gen: 2.9215426445007324 (2.7234915792942047) | > loss_kl: 2.4485528469085693 (2.3471444845199585) | > loss_feat: 7.015644550323486 (6.38663911819458) | > loss_mel: 14.864426612854004 (18.43922710418701) | > loss_duration: 2.1730830669403076 (2.3131448328495026) | > loss_1: 29.423250198364258 (32.2096471786499)  --> STEP: 9 | > loss_disc: 2.025242805480957 (2.2785584131876626) | > loss_disc_real_0: 0.12844939529895782 (0.13444922533300188) | > loss_disc_real_1: 0.22854389250278473 (0.28523390822940403) | > loss_disc_real_2: 0.1645815521478653 (0.22033074332608116) | > loss_disc_real_3: 0.17999626696109772 (0.2716086159149806) | > loss_disc_real_4: 0.18769924342632294 (0.22245413727230495) | > loss_disc_real_5: 0.22375759482383728 (0.24349556697739494) | > loss_0: 2.025242805480957 (2.2785584131876626) | > loss_gen: 2.909147024154663 (2.744119962056478) | > loss_kl: 2.0103468894958496 (2.3097225295172796) | > loss_feat: 9.799520492553711 (6.765848159790039) | > loss_mel: 21.2421932220459 (18.750667783949112) | > loss_duration: 2.1318514347076416 (2.2930011219448514) | > loss_1: 38.09305953979492 (32.86335966322157)  --> STEP: 10 | > loss_disc: 2.5618958473205566 (2.306892156600952) | > loss_disc_real_0: 0.1765984296798706 (0.13866414576768876) | > loss_disc_real_1: 0.25453808903694153 (0.28216432631015775) | > loss_disc_real_2: 0.2353474199771881 (0.22183241099119186) | > loss_disc_real_3: 0.2962796986103058 (0.2740757241845131) | > loss_disc_real_4: 0.24973152577877045 (0.2251818761229515) | > loss_disc_real_5: 0.19925017654895782 (0.23907102793455123) | > loss_0: 2.5618958473205566 (2.306892156600952) | > loss_gen: 2.5143120288848877 (2.721139168739319) | > loss_kl: 2.0971784591674805 (2.2884681224823) | > loss_feat: 6.591147422790527 (6.748378086090088) | > loss_mel: 19.527437210083008 (18.8283447265625) | > loss_duration: 2.3249878883361816 (2.2961997985839844) | > loss_1: 33.0550651550293 (32.882530212402344)  --> STEP: 11 | > loss_disc: 2.3404102325439453 (2.3099392544139516) | > loss_disc_real_0: 0.04711928218603134 (0.13034188544208353) | > loss_disc_real_1: 0.2550407648086548 (0.2796985479918393) | > loss_disc_real_2: 0.25348392128944397 (0.2247098210183057) | > loss_disc_real_3: 0.26583024859428406 (0.27332613549449225) | > loss_disc_real_4: 0.223102867603302 (0.22499287534843793) | > loss_disc_real_5: 0.2537272274494171 (0.24040340970862994) | > loss_0: 2.3404102325439453 (2.3099392544139516) | > loss_gen: 2.551100254058838 (2.705681085586548) | > loss_kl: 2.2420401573181152 (2.284247398376465) | > loss_feat: 6.451303482055664 (6.721371303905141) | > loss_mel: 20.077810287475586 (18.941932504827324) | > loss_duration: 2.4518885612487793 (2.310353322462602) | > loss_1: 33.77414321899414 (32.96358594027433)  --> STEP: 12 | > loss_disc: 2.186274290084839 (2.2996338407198587) | > loss_disc_real_0: 0.09027782082557678 (0.12700321339070797) | > loss_disc_real_1: 0.3234144449234009 (0.28334153940280277) | > loss_disc_real_2: 0.22911690175533295 (0.2250770777463913) | > loss_disc_real_3: 0.26376107335090637 (0.2725290469825268) | > loss_disc_real_4: 0.22374533116817474 (0.22488891333341599) | > loss_disc_real_5: 0.2532059848308563 (0.24147029096881548) | > loss_0: 2.186274290084839 (2.2996338407198587) | > loss_gen: 3.117410182952881 (2.739991843700409) | > loss_kl: 2.004683017730713 (2.2609503666559854) | > loss_feat: 6.99016809463501 (6.743771036465962) | > loss_mel: 18.778409957885742 (18.928305625915524) | > loss_duration: 2.2495474815368652 (2.305286169052124) | > loss_1: 33.140220642089844 (32.97830549875895)  --> STEP: 13 | > loss_disc: 2.373652219772339 (2.3053275621854343) | > loss_disc_real_0: 0.11486774682998657 (0.12606971596296018) | > loss_disc_real_1: 0.37591949105262756 (0.29046292029894316) | > loss_disc_real_2: 0.22473843395709991 (0.2250510282241381) | > loss_disc_real_3: 0.2857632040977478 (0.273547059068313) | > loss_disc_real_4: 0.22033736109733582 (0.22453879393064058) | > loss_disc_real_5: 0.24956834316253662 (0.2420932180606402) | > loss_0: 2.373652219772339 (2.3053275621854343) | > loss_gen: 2.7768092155456543 (2.7428239492269664) | > loss_kl: 2.38519287109375 (2.2705074823819675) | > loss_feat: 5.84855842590332 (6.674908527961144) | > loss_mel: 17.025625228881836 (18.78194559537447) | > loss_duration: 2.150092601776123 (2.2933482023385854) | > loss_1: 30.186279296875 (32.76353425246019)  --> STEP: 14 | > loss_disc: 2.251530408859253 (2.301484908376421) | > loss_disc_real_0: 0.06614719331264496 (0.12178953577365195) | > loss_disc_real_1: 0.2982657849788666 (0.29102026777608053) | > loss_disc_real_2: 0.20743155479431152 (0.22379249440772192) | > loss_disc_real_3: 0.16293121874332428 (0.2656459276165281) | > loss_disc_real_4: 0.19433501362800598 (0.22238138105188096) | > loss_disc_real_5: 0.20535683631896973 (0.239469190793378) | > loss_0: 2.251530408859253 (2.301484908376421) | > loss_gen: 2.553103446960449 (2.729272484779358) | > loss_kl: 3.03739595413208 (2.3252852303641185) | > loss_feat: 7.760977268218994 (6.752484866550991) | > loss_mel: 20.56771469116211 (18.909500530787874) | > loss_duration: 2.415374517440796 (2.302064367703029) | > loss_1: 36.33456802368164 (33.018608093261726)  --> STEP: 15 | > loss_disc: 2.2795753479003906 (2.3000242710113525) | > loss_disc_real_0: 0.13665609061717987 (0.12278063942988715) | > loss_disc_real_1: 0.24642044305801392 (0.2880469461282094) | > loss_disc_real_2: 0.16928786039352417 (0.22015885214010875) | > loss_disc_real_3: 0.30869680643081665 (0.26851598620414735) | > loss_disc_real_4: 0.22371402382850647 (0.222470223903656) | > loss_disc_real_5: 0.23946362733840942 (0.2394688198963801) | > loss_0: 2.2795753479003906 (2.3000242710113525) | > loss_gen: 2.539374589920044 (2.71661262512207) | > loss_kl: 2.7459497451782227 (2.3533295313517253) | > loss_feat: 8.969162940979004 (6.900263404846191) | > loss_mel: 21.755552291870117 (19.099237314860023) | > loss_duration: 2.328933000564575 (2.303855609893799) | > loss_1: 38.33897399902344 (33.37329915364584)  --> STEP: 16 | > loss_disc: 2.311631441116333 (2.300749719142914) | > loss_disc_real_0: 0.13422253727912903 (0.12349575804546477) | > loss_disc_real_1: 0.27909621596336365 (0.28748752549290657) | > loss_disc_real_2: 0.24823319911956787 (0.22191349882632494) | > loss_disc_real_3: 0.2509732246398926 (0.2674195636063814) | > loss_disc_real_4: 0.1813831329345703 (0.21990228071808815) | > loss_disc_real_5: 0.24548880755901337 (0.23984506912529469) | > loss_0: 2.311631441116333 (2.300749719142914) | > loss_gen: 2.590318441390991 (2.708719238638878) | > loss_kl: 2.285811424255371 (2.349109649658203) | > loss_feat: 7.748569488525391 (6.953282535076141) | > loss_mel: 18.14847183227539 (19.039814472198483) | > loss_duration: 2.344895839691162 (2.306420624256134) | > loss_1: 33.11806869506836 (33.35734724998474)  --> STEP: 17 | > loss_disc: 2.1861753463745117 (2.2940100501565373) | > loss_disc_real_0: 0.1323215365409851 (0.12401492148637772) | > loss_disc_real_1: 0.26480773091316223 (0.2861534199293922) | > loss_disc_real_2: 0.23073817789554596 (0.22243259759510264) | > loss_disc_real_3: 0.23470079898834229 (0.2654949303935556) | > loss_disc_real_4: 0.20650812983512878 (0.21911438948967876) | > loss_disc_real_5: 0.24503761529922485 (0.24015051301787882) | > loss_0: 2.1861753463745117 (2.2940100501565373) | > loss_gen: 2.8399219512939453 (2.7164370452656463) | > loss_kl: 2.060232400894165 (2.332116870319142) | > loss_feat: 7.918484210968018 (7.010059104246252) | > loss_mel: 18.593914031982422 (19.013585034538714) | > loss_duration: 2.3275206089019775 (2.3076617998235367) | > loss_1: 33.740074157714844 (33.37986059749828)  --> STEP: 18 | > loss_disc: 2.269719123840332 (2.2926605542500815) | > loss_disc_real_0: 0.0754452496767044 (0.12131660638584031) | > loss_disc_real_1: 0.2975664734840393 (0.2867874784602059) | > loss_disc_real_2: 0.21362900733947754 (0.22194350924756792) | > loss_disc_real_3: 0.2569453716278076 (0.2650199549065696) | > loss_disc_real_4: 0.19853240251541138 (0.21797094576888615) | > loss_disc_real_5: 0.24800293147563934 (0.2405867584877544) | > loss_0: 2.269719123840332 (2.2926605542500815) | > loss_gen: 2.5906920433044434 (2.7094512118233576) | > loss_kl: 2.30403470993042 (2.3305567502975464) | > loss_feat: 7.424117565155029 (7.033062352074517) | > loss_mel: 20.248279571533203 (19.082179175482853) | > loss_duration: 2.225332736968994 (2.3030879629982843) | > loss_1: 34.792457580566406 (33.45833820766873)  --> STEP: 19 | > loss_disc: 2.302947998046875 (2.293201998660439) | > loss_disc_real_0: 0.08483720570802689 (0.11939663792911329) | > loss_disc_real_1: 0.257951557636261 (0.2852697984168404) | > loss_disc_real_2: 0.2730826437473297 (0.22463504264229223) | > loss_disc_real_3: 0.21873395144939423 (0.2625838494614551) | > loss_disc_real_4: 0.22520458698272705 (0.21835166372750936) | > loss_disc_real_5: 0.2690177857875824 (0.24208312834564008) | > loss_0: 2.302947998046875 (2.293201998660439) | > loss_gen: 2.766676902770996 (2.712463090294286) | > loss_kl: 1.380658745765686 (2.28056211848008) | > loss_feat: 6.679965496063232 (7.0144783070212915) | > loss_mel: 18.295644760131836 (19.040782627306484) | > loss_duration: 2.3792147636413574 (2.3070946367163407) | > loss_1: 31.50216293334961 (33.35538161428351)  --> STEP: 20 | > loss_disc: 2.4231176376342773 (2.2996977806091308) | > loss_disc_real_0: 0.04147787019610405 (0.11550069954246282) | > loss_disc_real_1: 0.2641497850418091 (0.28421379774808886) | > loss_disc_real_2: 0.2747838497161865 (0.22714248299598694) | > loss_disc_real_3: 0.23377752304077148 (0.26114353314042094) | > loss_disc_real_4: 0.23745742440223694 (0.21930695176124573) | > loss_disc_real_5: 0.27638787031173706 (0.24379836544394493) | > loss_0: 2.4231176376342773 (2.2996977806091308) | > loss_gen: 2.3640215396881104 (2.6950410127639772) | > loss_kl: 1.7143303155899048 (2.2522505283355714) | > loss_feat: 5.756996154785156 (6.951604199409485) | > loss_mel: 20.802518844604492 (19.128869438171385) | > loss_duration: 2.342830181121826 (2.308881413936615) | > loss_1: 32.98069763183594 (33.33664741516113)  --> STEP: 21 | > loss_disc: 2.2842440605163574 (2.298961889176142) | > loss_disc_real_0: 0.14726004004478455 (0.11701304909019243) | > loss_disc_real_1: 0.3425004482269287 (0.2869893525327955) | > loss_disc_real_2: 0.24961084127426147 (0.22821240481876193) | > loss_disc_real_3: 0.28356432914733887 (0.2622111900931313) | > loss_disc_real_4: 0.16599687933921814 (0.21676837688400633) | > loss_disc_real_5: 0.22161857783794403 (0.2427421850817544) | > loss_0: 2.2842440605163574 (2.298961889176142) | > loss_gen: 2.793046474456787 (2.6997079395112538) | > loss_kl: 2.1892380714416504 (2.2492499351501465) | > loss_feat: 5.534172058105469 (6.88410743077596) | > loss_mel: 18.24044418334961 (19.086563473656064) | > loss_duration: 2.1805295944213867 (2.302769422531128) | > loss_1: 30.93743133544922 (33.222399030412944)  --> STEP: 22 | > loss_disc: 1.983797311782837 (2.2846362265673554) | > loss_disc_real_0: 0.08563108742237091 (0.11558659628710964) | > loss_disc_real_1: 0.23206910490989685 (0.2844929776408456) | > loss_disc_real_2: 0.17204143106937408 (0.2256591787392443) | > loss_disc_real_3: 0.2084476202726364 (0.259767391464927) | > loss_disc_real_4: 0.19639623165130615 (0.21584237028251996) | > loss_disc_real_5: 0.2862672805786133 (0.2447205985134298) | > loss_0: 1.983797311782837 (2.2846362265673554) | > loss_gen: 2.9168972969055176 (2.709580183029175) | > loss_kl: 1.7742599248886108 (2.2276594801382585) | > loss_feat: 9.195962905883789 (6.989191770553589) | > loss_mel: 20.598617553710938 (19.15529320456765) | > loss_duration: 2.1756768226623535 (2.2969924861734565) | > loss_1: 36.661415100097656 (33.378717942671344)  --> STEP: 23 | > loss_disc: 2.5185625553131104 (2.294806936512823) | > loss_disc_real_0: 0.12745602428913116 (0.11610265837415405) | > loss_disc_real_1: 0.33983126282691956 (0.28689899004024005) | > loss_disc_real_2: 0.20141541957855225 (0.2246051022539968) | > loss_disc_real_3: 0.2767655849456787 (0.26050644335539447) | > loss_disc_real_4: 0.2332371324300766 (0.21659866428893546) | > loss_disc_real_5: 0.28805798292160034 (0.24660483261813287) | > loss_0: 2.5185625553131104 (2.294806936512823) | > loss_gen: 2.443485736846924 (2.6980108592821206) | > loss_kl: 2.6200711727142334 (2.2447208580763442) | > loss_feat: 6.8451008796691895 (6.982926949210789) | > loss_mel: 18.76880645751953 (19.138489432956863) | > loss_duration: 2.2866406440734863 (2.2965424060821533) | > loss_1: 32.96410369873047 (33.36069123641305)  --> STEP: 24 | > loss_disc: 2.333740234375 (2.2964291572570805) | > loss_disc_real_0: 0.10372034460306168 (0.11558672863369186) | > loss_disc_real_1: 0.3617485761642456 (0.29001772279540694) | > loss_disc_real_2: 0.2582559883594513 (0.22600722250839075) | > loss_disc_real_3: 0.2172814905643463 (0.2587054036557675) | > loss_disc_real_4: 0.2216828614473343 (0.21681050583720207) | > loss_disc_real_5: 0.23362316191196442 (0.24606392967204252) | > loss_0: 2.333740234375 (2.2964291572570805) | > loss_gen: 2.663858652114868 (2.6965878506501517) | > loss_kl: 2.4353458881378174 (2.252663567662239) | > loss_feat: 6.712619781494141 (6.971664150555928) | > loss_mel: 20.605361938476562 (19.19960912068685) | > loss_duration: 2.4045472145080566 (2.3010426064332328) | > loss_1: 34.82173538208008 (33.42156807581584)  --> STEP: 25 | > loss_disc: 2.5054800510406494 (2.3047911930084233) | > loss_disc_real_0: 0.10442221909761429 (0.11514014825224876) | > loss_disc_real_1: 0.2394658774137497 (0.28799564898014063) | > loss_disc_real_2: 0.15046784281730652 (0.22298564732074738) | > loss_disc_real_3: 0.27183815836906433 (0.2592307138442994) | > loss_disc_real_4: 0.23924049735069275 (0.2177077054977417) | > loss_disc_real_5: 0.3164522349834442 (0.2488794618844986) | > loss_0: 2.5054800510406494 (2.3047911930084233) | > loss_gen: 2.4673638343811035 (2.68741888999939) | > loss_kl: 1.8536874055862427 (2.2367045211791994) | > loss_feat: 6.650532245635986 (6.958818874359131) | > loss_mel: 15.514115333557129 (19.052189369201663) | > loss_duration: 2.32236909866333 (2.3018956661224363) | > loss_1: 28.808067321777344 (33.2370280456543)  --> STEP: 26 | > loss_disc: 2.074923276901245 (2.2959501193119936) | > loss_disc_real_0: 0.08965504169464111 (0.11415995184618694) | > loss_disc_real_1: 0.15906058251857758 (0.28303660796238816) | > loss_disc_real_2: 0.09450937062501907 (0.21804425206321937) | > loss_disc_real_3: 0.08490313589572906 (0.2525258070001236) | > loss_disc_real_4: 0.06737634539604187 (0.21192573010921478) | > loss_disc_real_5: 0.18516282737255096 (0.24642882209557754) | > loss_0: 2.074923276901245 (2.2959501193119936) | > loss_gen: 2.098438262939453 (2.664765788958623) | > loss_kl: 2.1257669925689697 (2.2324376931557293) | > loss_feat: 16.416839599609375 (7.322588902253371) | > loss_mel: 21.721590042114258 (19.154858625852146) | > loss_duration: 2.2881927490234375 (2.3013686308493977) | > loss_1: 44.65082931518555 (33.67602040217473) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022938801692082332 (+3.24249267578125e-05) | > avg_loss_disc: 2.2959501193119936 (-0.057653106175935775) | > avg_loss_disc_real_0: 0.11415995184618694 (+0.012016407285745337) | > avg_loss_disc_real_1: 0.28303660796238816 (+0.058386739056843884) | > avg_loss_disc_real_2: 0.21804425206321937 (-0.017427929605428993) | > avg_loss_disc_real_3: 0.2525258070001236 (+0.034084850778946574) | > avg_loss_disc_real_4: 0.21192573010921478 (+0.001804130581709057) | > avg_loss_disc_real_5: 0.24642882209557754 (+0.0071615748680554925) | > avg_loss_0: 2.2959501193119936 (-0.057653106175935775) | > avg_loss_gen: 2.664765788958623 (+0.2672258890592132) | > avg_loss_kl: 2.2324376931557293 (+0.015745694820697764) | > avg_loss_feat: 7.322588902253371 (+0.10572264744685267) | > avg_loss_mel: 19.154858625852146 (+0.04739809036255238) | > avg_loss_duration: 2.3013686308493977 (+0.03775015244117075) | > avg_loss_1: 33.67602040217473 (+0.4738431343665468)  > EPOCH: 163/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:05:06)   --> TIME: 2024-06-10 22:05:11 -- STEP: 9/330 -- GLOBAL_STEP: 141800 | > loss_disc: 2.2890875339508057 (2.2900325457255044) | > loss_disc_real_0: 0.08597299456596375 (0.11724270549085405) | > loss_disc_real_1: 0.20988623797893524 (0.20622317492961884) | > loss_disc_real_2: 0.21361786127090454 (0.20910372833410898) | > loss_disc_real_3: 0.25152742862701416 (0.2213559630844328) | > loss_disc_real_4: 0.23156586289405823 (0.20996896260314518) | > loss_disc_real_5: 0.24054956436157227 (0.21494696040948233) | > loss_0: 2.2890875339508057 (2.2900325457255044) | > grad_norm_0: tensor(8.2544, device='cuda:0') (tensor(20.1111, device='cuda:0')) | > loss_gen: 2.676943778991699 (2.458962917327881) | > loss_kl: 1.617148518562317 (1.775739484363132) | > loss_feat: 6.663756370544434 (6.568370819091797) | > loss_mel: 20.15462875366211 (19.42792426215278) | > loss_duration: 2.199540615081787 (2.2746581501430936) | > loss_1: 33.312015533447266 (32.505655712551544) | > grad_norm_1: tensor(134.0667, device='cuda:0') (tensor(158.1323, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3343 (0.3398718304104275) | > loader_time: 0.003 (0.0029281245337592233)  --> TIME: 2024-06-10 22:05:19 -- STEP: 34/330 -- GLOBAL_STEP: 141825 | > loss_disc: 2.225482940673828 (2.2497580963022568) | > loss_disc_real_0: 0.09786467254161835 (0.11127676946275375) | > loss_disc_real_1: 0.2386762648820877 (0.19733218103647232) | > loss_disc_real_2: 0.17221032083034515 (0.20818443771670847) | > loss_disc_real_3: 0.21607792377471924 (0.22106081334983602) | > loss_disc_real_4: 0.21028272807598114 (0.21803733443512635) | > loss_disc_real_5: 0.20453543961048126 (0.2105062954566058) | > loss_0: 2.225482940673828 (2.2497580963022568) | > grad_norm_0: tensor(26.2826, device='cuda:0') (tensor(14.8214, device='cuda:0')) | > loss_gen: 2.741544246673584 (2.5690450948827404) | > loss_kl: 1.7733144760131836 (1.7153842659557568) | > loss_feat: 8.077454566955566 (7.119464972439935) | > loss_mel: 19.662633895874023 (19.519507071551153) | > loss_duration: 2.0916099548339844 (2.1302800178527836) | > loss_1: 34.3465576171875 (33.053681317497706) | > grad_norm_1: tensor(340.6699, device='cuda:0') (tensor(167.6444, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3576 (0.34788584007936363) | > loader_time: 0.0032 (0.0032294567893533144)  --> TIME: 2024-06-10 22:05:28 -- STEP: 59/330 -- GLOBAL_STEP: 141850 | > loss_disc: 2.1614367961883545 (2.2505117594185533) | > loss_disc_real_0: 0.1097792387008667 (0.10945278898639194) | > loss_disc_real_1: 0.20668812096118927 (0.1978818205958706) | > loss_disc_real_2: 0.19189921021461487 (0.2114615672725742) | > loss_disc_real_3: 0.20974890887737274 (0.22231689903695703) | > loss_disc_real_4: 0.2194851040840149 (0.21775592686766285) | > loss_disc_real_5: 0.21340271830558777 (0.21059820485317102) | > loss_0: 2.1614367961883545 (2.2505117594185533) | > grad_norm_0: tensor(25.5972, device='cuda:0') (tensor(14.9554, device='cuda:0')) | > loss_gen: 2.68744158744812 (2.587513066954532) | > loss_kl: 1.7213984727859497 (1.6870594267117776) | > loss_feat: 7.812079429626465 (7.303855039305606) | > loss_mel: 19.21930503845215 (19.467557163561803) | > loss_duration: 2.011476993560791 (2.094376012430353) | > loss_1: 33.45170211791992 (33.140360428115066) | > grad_norm_1: tensor(520.5710, device='cuda:0') (tensor(195.1676, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3415 (0.3501311358758959) | > loader_time: 0.0034 (0.003320495961076122)  --> TIME: 2024-06-10 22:05:38 -- STEP: 84/330 -- GLOBAL_STEP: 141875 | > loss_disc: 2.212632894515991 (2.24757441736403) | > loss_disc_real_0: 0.0721936821937561 (0.10790464397342434) | > loss_disc_real_1: 0.17818240821361542 (0.1979928162126314) | > loss_disc_real_2: 0.18760135769844055 (0.21190114620895611) | > loss_disc_real_3: 0.21548466384410858 (0.22286270647531464) | > loss_disc_real_4: 0.23089663684368134 (0.2165630573318118) | > loss_disc_real_5: 0.23354949057102203 (0.20976074110893977) | > loss_0: 2.212632894515991 (2.24757441736403) | > grad_norm_0: tensor(11.7784, device='cuda:0') (tensor(18.3199, device='cuda:0')) | > loss_gen: 2.5300776958465576 (2.6006497967810853) | > loss_kl: 1.832220196723938 (1.6933570674487524) | > loss_feat: 6.998878479003906 (7.391816581998553) | > loss_mel: 19.219905853271484 (19.48159617469424) | > loss_duration: 2.1228585243225098 (2.08034525173051) | > loss_1: 32.703941345214844 (33.24776458740232) | > grad_norm_1: tensor(104.5786, device='cuda:0') (tensor(239.3738, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3598 (0.3522257464272635) | > loader_time: 0.0037 (0.003494095234643845)  --> TIME: 2024-06-10 22:05:47 -- STEP: 109/330 -- GLOBAL_STEP: 141900 | > loss_disc: 2.270594596862793 (2.2493803348016304) | > loss_disc_real_0: 0.12279555946588516 (0.10877681858495837) | > loss_disc_real_1: 0.18048134446144104 (0.19713777166987778) | > loss_disc_real_2: 0.1929810494184494 (0.2128174887337816) | > loss_disc_real_3: 0.22488152980804443 (0.2228621077646903) | > loss_disc_real_4: 0.22567512094974518 (0.2163064004084386) | > loss_disc_real_5: 0.26166605949401855 (0.20956578632013514) | > loss_0: 2.270594596862793 (2.2493803348016304) | > grad_norm_0: tensor(5.9129, device='cuda:0') (tensor(18.6016, device='cuda:0')) | > loss_gen: 2.425861120223999 (2.601370673660838) | > loss_kl: 1.4952975511550903 (1.6968531039876675) | > loss_feat: 6.9298882484436035 (7.389780048930317) | > loss_mel: 19.463233947753906 (19.429948736768242) | > loss_duration: 2.007716417312622 (2.075852843599583) | > loss_1: 32.321998596191406 (33.193805309610624) | > grad_norm_1: tensor(89.4593, device='cuda:0') (tensor(244.7967, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3589 (0.3581269399835429) | > loader_time: 0.0039 (0.0035753293868598587)  --> TIME: 2024-06-10 22:05:57 -- STEP: 134/330 -- GLOBAL_STEP: 141925 | > loss_disc: 2.2900805473327637 (2.255280727770791) | > loss_disc_real_0: 0.148696631193161 (0.10885440535954577) | > loss_disc_real_1: 0.16794544458389282 (0.1973316778442753) | > loss_disc_real_2: 0.24445290863513947 (0.2139242742933444) | > loss_disc_real_3: 0.22980128228664398 (0.2237868483609228) | > loss_disc_real_4: 0.18961846828460693 (0.21615806777975452) | > loss_disc_real_5: 0.19475163519382477 (0.20993453419920224) | > loss_0: 2.2900805473327637 (2.255280727770791) | > grad_norm_0: tensor(15.8915, device='cuda:0') (tensor(18.8519, device='cuda:0')) | > loss_gen: 2.5903830528259277 (2.6044900186026267) | > loss_kl: 1.7987151145935059 (1.6997497544359805) | > loss_feat: 7.942905426025391 (7.3942385040112395) | > loss_mel: 19.999876022338867 (19.451599163795578) | > loss_duration: 2.103624105453491 (2.0759553918197984) | > loss_1: 34.43550109863281 (33.22603279796998) | > grad_norm_1: tensor(90.5915, device='cuda:0') (tensor(252.0030, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3797 (0.36016000028866435) | > loader_time: 0.0047 (0.003674475114736984)  --> TIME: 2024-06-10 22:06:06 -- STEP: 159/330 -- GLOBAL_STEP: 141950 | > loss_disc: 2.1635289192199707 (2.2546483090838545) | > loss_disc_real_0: 0.06072276458144188 (0.10880086971622598) | > loss_disc_real_1: 0.19232094287872314 (0.19660934252933887) | > loss_disc_real_2: 0.19280685484409332 (0.21328513061850327) | > loss_disc_real_3: 0.21290400624275208 (0.2233913557709388) | > loss_disc_real_4: 0.1750282347202301 (0.21519272994695218) | > loss_disc_real_5: 0.19583971798419952 (0.2092622477303511) | > loss_0: 2.1635289192199707 (2.2546483090838545) | > grad_norm_0: tensor(11.6653, device='cuda:0') (tensor(20.8798, device='cuda:0')) | > loss_gen: 2.8597874641418457 (2.6125459940928315) | > loss_kl: 1.6842185258865356 (1.697123460799643) | > loss_feat: 8.059915542602539 (7.42692021004059) | > loss_mel: 19.770736694335938 (19.43685765536325) | > loss_duration: 2.0585789680480957 (2.076375062360705) | > loss_1: 34.43323516845703 (33.249822388654955) | > grad_norm_1: tensor(184.8162, device='cuda:0') (tensor(253.5067, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3659 (0.36312945983694783) | > loader_time: 0.0041 (0.0037957842245041947)  --> TIME: 2024-06-10 22:06:16 -- STEP: 184/330 -- GLOBAL_STEP: 141975 | > loss_disc: 2.241783380508423 (2.255118701768958) | > loss_disc_real_0: 0.07075174897909164 (0.10770108362497846) | > loss_disc_real_1: 0.20484136044979095 (0.19681668516410433) | > loss_disc_real_2: 0.252567321062088 (0.2141477853545676) | > loss_disc_real_3: 0.24411644041538239 (0.2228987605675407) | > loss_disc_real_4: 0.22028478980064392 (0.2147893176778503) | > loss_disc_real_5: 0.20958682894706726 (0.20943690431506737) | > loss_0: 2.241783380508423 (2.255118701768958) | > grad_norm_0: tensor(33.7770, device='cuda:0') (tensor(21.3495, device='cuda:0')) | > loss_gen: 2.710129976272583 (2.626526145831397) | > loss_kl: 1.589697003364563 (1.693638414144516) | > loss_feat: 7.942694187164307 (7.457817533741826) | > loss_mel: 19.39610481262207 (19.398713039315243) | > loss_duration: 2.0976786613464355 (2.081284734865896) | > loss_1: 33.736305236816406 (33.25797986984251) | > grad_norm_1: tensor(430.9018, device='cuda:0') (tensor(260.9417, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3884 (0.3661288567211317) | > loader_time: 0.0043 (0.0038700855296591053)  --> TIME: 2024-06-10 22:06:26 -- STEP: 209/330 -- GLOBAL_STEP: 142000 | > loss_disc: 2.180018663406372 (2.25653730397019) | > loss_disc_real_0: 0.09935549646615982 (0.10894815279750165) | > loss_disc_real_1: 0.1646203249692917 (0.19657878513541518) | > loss_disc_real_2: 0.19512879848480225 (0.21382826923183276) | > loss_disc_real_3: 0.22129932045936584 (0.2231039247301777) | > loss_disc_real_4: 0.23955413699150085 (0.21527595882210435) | > loss_disc_real_5: 0.20522183179855347 (0.20923493032535298) | > loss_0: 2.180018663406372 (2.25653730397019) | > grad_norm_0: tensor(6.4976, device='cuda:0') (tensor(22.3229, device='cuda:0')) | > loss_gen: 2.6830251216888428 (2.6263713243475366) | > loss_kl: 1.6068741083145142 (1.6954384711370514) | > loss_feat: 8.15145492553711 (7.477447781266208) | > loss_mel: 18.74653434753418 (19.391105387199417) | > loss_duration: 2.15236496925354 (2.086695331705817) | > loss_1: 33.34025573730469 (33.27705831390818) | > grad_norm_1: tensor(102.9389, device='cuda:0') (tensor(274.0590, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.3979 (0.36922847254994956) | > loader_time: 0.0047 (0.003968303853815254) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_142000.pth  --> TIME: 2024-06-10 22:06:41 -- STEP: 234/330 -- GLOBAL_STEP: 142025 | > loss_disc: 2.331226110458374 (2.2565859046756693) | > loss_disc_real_0: 0.16734954714775085 (0.10971044623253186) | > loss_disc_real_1: 0.20509013533592224 (0.1970440071617436) | > loss_disc_real_2: 0.2740565240383148 (0.21414440208011204) | > loss_disc_real_3: 0.2454230636358261 (0.2226379265387853) | > loss_disc_real_4: 0.2230454534292221 (0.2154270364687993) | > loss_disc_real_5: 0.2104947566986084 (0.20849008775419658) | > loss_0: 2.331226110458374 (2.2565859046756693) | > grad_norm_0: tensor(54.4235, device='cuda:0') (tensor(23.1300, device='cuda:0')) | > loss_gen: 2.57560396194458 (2.6263646559837532) | > loss_kl: 1.6940726041793823 (1.6935088659963038) | > loss_feat: 7.277166366577148 (7.483681285483206) | > loss_mel: 19.146705627441406 (19.36345138712824) | > loss_duration: 2.1614747047424316 (2.093907632888894) | > loss_1: 32.85502243041992 (33.26091384072586) | > grad_norm_1: tensor(503.6845, device='cuda:0') (tensor(285.0994, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.4376 (0.3743234271677131) | > loader_time: 0.006 (0.0041477945115831185)  --> TIME: 2024-06-10 22:06:52 -- STEP: 259/330 -- GLOBAL_STEP: 142050 | > loss_disc: 2.1215176582336426 (2.2530271390230023) | > loss_disc_real_0: 0.07258865237236023 (0.10901891599808423) | > loss_disc_real_1: 0.2149011343717575 (0.19702836267046026) | > loss_disc_real_2: 0.21582646667957306 (0.21397911409153442) | > loss_disc_real_3: 0.24991266429424286 (0.22264921463824608) | > loss_disc_real_4: 0.20281213521957397 (0.2148348882391646) | > loss_disc_real_5: 0.22477205097675323 (0.20833632516814934) | > loss_0: 2.1215176582336426 (2.2530271390230023) | > grad_norm_0: tensor(6.6110, device='cuda:0') (tensor(24.3418, device='cuda:0')) | > loss_gen: 3.0333542823791504 (2.633387214888937) | > loss_kl: 1.7864667177200317 (1.6996819775076906) | > loss_feat: 8.650187492370605 (7.528513516238298) | > loss_mel: 18.838504791259766 (19.335943656538426) | > loss_duration: 2.202202558517456 (2.100396988014459) | > loss_1: 34.51071548461914 (33.297923356869944) | > grad_norm_1: tensor(317.3488, device='cuda:0') (tensor(297.6910, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.4221 (0.3788697415797407) | > loader_time: 0.0056 (0.00428354325902048)  --> TIME: 2024-06-10 22:07:03 -- STEP: 284/330 -- GLOBAL_STEP: 142075 | > loss_disc: 2.2188467979431152 (2.2604180599602164) | > loss_disc_real_0: 0.1359434574842453 (0.10970418363757119) | > loss_disc_real_1: 0.20645037293434143 (0.19797658825844106) | > loss_disc_real_2: 0.2316650003194809 (0.2145524958384708) | > loss_disc_real_3: 0.23029325902462006 (0.22359827475648525) | > loss_disc_real_4: 0.18759246170520782 (0.21556059092703003) | > loss_disc_real_5: 0.1966053694486618 (0.20907411073714915) | > loss_0: 2.2188467979431152 (2.2604180599602164) | > grad_norm_0: tensor(8.9930, device='cuda:0') (tensor(25.1751, device='cuda:0')) | > loss_gen: 2.668754816055298 (2.6305445818833904) | > loss_kl: 1.6434638500213623 (1.7021851657142102) | > loss_feat: 7.430593490600586 (7.526892981059115) | > loss_mel: 19.108381271362305 (19.308672904968248) | > loss_duration: 2.1942105293273926 (2.108333808015771) | > loss_1: 33.04540252685547 (33.27662943450497) | > grad_norm_1: tensor(545.6865, device='cuda:0') (tensor(306.0864, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.4436 (0.3841319999224703) | > loader_time: 0.006 (0.004424638311627886)  --> TIME: 2024-06-10 22:07:15 -- STEP: 309/330 -- GLOBAL_STEP: 142100 | > loss_disc: 2.336085319519043 (2.262317460717506) | > loss_disc_real_0: 0.14151757955551147 (0.11109850315744825) | > loss_disc_real_1: 0.20506519079208374 (0.19831337299933324) | > loss_disc_real_2: 0.22003254294395447 (0.21474550789806832) | > loss_disc_real_3: 0.24210131168365479 (0.22297483885172498) | > loss_disc_real_4: 0.27459174394607544 (0.2151414901500382) | > loss_disc_real_5: 0.21914158761501312 (0.20831252943157755) | > loss_0: 2.336085319519043 (2.262317460717506) | > grad_norm_0: tensor(60.4704, device='cuda:0') (tensor(26.1701, device='cuda:0')) | > loss_gen: 2.577267646789551 (2.6303572099185684) | > loss_kl: 1.6436842679977417 (1.7017054970596215) | > loss_feat: 8.256511688232422 (7.545404159521208) | > loss_mel: 19.116893768310547 (19.260800179540134) | > loss_duration: 2.2736740112304688 (2.1185483049034715) | > loss_1: 33.8680305480957 (33.256815357887234) | > grad_norm_1: tensor(452.3020, device='cuda:0') (tensor(314.9222, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.4927 (0.391485707273761) | > loader_time: 0.0085 (0.004640974273187829)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.227872371673584 (2.227872371673584) | > loss_disc_real_0: 0.10226622223854065 (0.10226622223854065) | > loss_disc_real_1: 0.19800591468811035 (0.19800591468811035) | > loss_disc_real_2: 0.21057724952697754 (0.21057724952697754) | > loss_disc_real_3: 0.21145053207874298 (0.21145053207874298) | > loss_disc_real_4: 0.20551075041294098 (0.20551075041294098) | > loss_disc_real_5: 0.19972123205661774 (0.19972123205661774) | > loss_0: 2.227872371673584 (2.227872371673584) | > loss_gen: 2.2454934120178223 (2.2454934120178223) | > loss_kl: 1.45257568359375 (1.45257568359375) | > loss_feat: 5.7275567054748535 (5.7275567054748535) | > loss_mel: 15.599254608154297 (15.599254608154297) | > loss_duration: 2.824005126953125 (2.824005126953125) | > loss_1: 27.84888458251953 (27.84888458251953)  --> STEP: 1 | > loss_disc: 2.2371153831481934 (2.2371153831481934) | > loss_disc_real_0: 0.08544053882360458 (0.08544053882360458) | > loss_disc_real_1: 0.18045422434806824 (0.18045422434806824) | > loss_disc_real_2: 0.2297852486371994 (0.2297852486371994) | > loss_disc_real_3: 0.2363908886909485 (0.2363908886909485) | > loss_disc_real_4: 0.2177569717168808 (0.2177569717168808) | > loss_disc_real_5: 0.2257719337940216 (0.2257719337940216) | > loss_0: 2.2371153831481934 (2.2371153831481934) | > loss_gen: 2.4202942848205566 (2.4202942848205566) | > loss_kl: 2.5356576442718506 (2.5356576442718506) | > loss_feat: 6.245421409606934 (6.245421409606934) | > loss_mel: 21.241073608398438 (21.241073608398438) | > loss_duration: 2.343536376953125 (2.343536376953125) | > loss_1: 34.78598403930664 (34.78598403930664)  --> STEP: 2 | > loss_disc: 2.292250156402588 (2.2646827697753906) | > loss_disc_real_0: 0.1278843730688095 (0.10666245594620705) | > loss_disc_real_1: 0.2540121376514435 (0.21723318099975586) | > loss_disc_real_2: 0.23147189617156982 (0.2306285724043846) | > loss_disc_real_3: 0.2791953682899475 (0.257793128490448) | > loss_disc_real_4: 0.21614566445350647 (0.21695131808519363) | > loss_disc_real_5: 0.2203420102596283 (0.22305697202682495) | > loss_0: 2.292250156402588 (2.2646827697753906) | > loss_gen: 2.514789581298828 (2.4675419330596924) | > loss_kl: 2.021503448486328 (2.2785805463790894) | > loss_feat: 5.749749660491943 (5.9975855350494385) | > loss_mel: 19.23552703857422 (20.238300323486328) | > loss_duration: 2.3628664016723633 (2.353201389312744) | > loss_1: 31.884437561035156 (33.3352108001709)  --> STEP: 3 | > loss_disc: 2.464827060699463 (2.331397533416748) | > loss_disc_real_0: 0.11414103209972382 (0.10915531466404597) | > loss_disc_real_1: 0.2875734567642212 (0.24067993958791098) | > loss_disc_real_2: 0.2022322565317154 (0.22116313378016153) | > loss_disc_real_3: 0.2613643705844879 (0.2589835425217946) | > loss_disc_real_4: 0.3210025131702423 (0.25163504978020984) | > loss_disc_real_5: 0.20359884202480316 (0.2165709286928177) | > loss_0: 2.464827060699463 (2.331397533416748) | > loss_gen: 2.445499897003174 (2.4601945877075195) | > loss_kl: 2.194054126739502 (2.2504050731658936) | > loss_feat: 5.748657703399658 (5.914609591166179) | > loss_mel: 20.426671981811523 (20.301090876261394) | > loss_duration: 2.1964569091796875 (2.300953229268392) | > loss_1: 33.0113410949707 (33.227254231770836)  --> STEP: 4 | > loss_disc: 2.4536149501800537 (2.3619518876075745) | > loss_disc_real_0: 0.12149528414011002 (0.11224030703306198) | > loss_disc_real_1: 0.2462770938873291 (0.2420792281627655) | > loss_disc_real_2: 0.2752711772918701 (0.23469014465808868) | > loss_disc_real_3: 0.2860462963581085 (0.2657492309808731) | > loss_disc_real_4: 0.2895996868610382 (0.26112620905041695) | > loss_disc_real_5: 0.21607695519924164 (0.21644743531942368) | > loss_0: 2.4536149501800537 (2.3619518876075745) | > loss_gen: 2.4632153511047363 (2.4609497785568237) | > loss_kl: 2.634945869445801 (2.3465402722358704) | > loss_feat: 6.2903852462768555 (6.008553504943848) | > loss_mel: 19.098403930664062 (20.00041913986206) | > loss_duration: 2.2240121364593506 (2.2817179560661316) | > loss_1: 32.710960388183594 (33.09818077087402)  --> STEP: 5 | > loss_disc: 2.5789103507995605 (2.4053435802459715) | > loss_disc_real_0: 0.19427375495433807 (0.1286469966173172) | > loss_disc_real_1: 0.2536308765411377 (0.24438955783843994) | > loss_disc_real_2: 0.23986312747001648 (0.23572474122047424) | > loss_disc_real_3: 0.2834840714931488 (0.26929619908332825) | > loss_disc_real_4: 0.324672669172287 (0.27383550107479093) | > loss_disc_real_5: 0.21116547286510468 (0.21539104282855986) | > loss_0: 2.5789103507995605 (2.4053435802459715) | > loss_gen: 2.463857412338257 (2.4615313053131103) | > loss_kl: 1.9370797872543335 (2.264648175239563) | > loss_feat: 5.467551231384277 (5.900353050231933) | > loss_mel: 20.49935531616211 (20.10020637512207) | > loss_duration: 2.370194435119629 (2.299413251876831) | > loss_1: 32.738037109375 (33.02615203857422)  --> STEP: 6 | > loss_disc: 2.3383665084838867 (2.394180734952291) | > loss_disc_real_0: 0.09338921308517456 (0.1227706993619601) | > loss_disc_real_1: 0.19774314761161804 (0.23661515613396963) | > loss_disc_real_2: 0.25263863801956177 (0.23854372402032217) | > loss_disc_real_3: 0.27718743681907654 (0.27061140537261963) | > loss_disc_real_4: 0.255344957113266 (0.27075374374787015) | > loss_disc_real_5: 0.1602027267217636 (0.20619299014409384) | > loss_0: 2.3383665084838867 (2.394180734952291) | > loss_gen: 2.2551088333129883 (2.427127559979757) | > loss_kl: 1.6979405879974365 (2.1701969106992087) | > loss_feat: 5.3561506271362305 (5.809652646382649) | > loss_mel: 17.24148941040039 (19.623753547668457) | > loss_duration: 2.109889507293701 (2.267825961112976) | > loss_1: 28.660579681396484 (32.298556645711265)  --> STEP: 7 | > loss_disc: 2.281165599822998 (2.3780357156481062) | > loss_disc_real_0: 0.06986267864704132 (0.11521241068840027) | > loss_disc_real_1: 0.25966396927833557 (0.2399078437260219) | > loss_disc_real_2: 0.226190447807312 (0.23677897027560643) | > loss_disc_real_3: 0.27021968364715576 (0.2705554451261248) | > loss_disc_real_4: 0.2972511351108551 (0.2745390853711537) | > loss_disc_real_5: 0.23550646007061005 (0.21038062870502472) | > loss_0: 2.281165599822998 (2.3780357156481062) | > loss_gen: 2.6529839038848877 (2.4593927519662038) | > loss_kl: 2.925940990447998 (2.2781603506633212) | > loss_feat: 7.0547637939453125 (5.98752566746303) | > loss_mel: 21.224363327026367 (19.85241208757673) | > loss_duration: 2.3859634399414062 (2.2847027438027516) | > loss_1: 36.244014739990234 (32.86219351632254)  --> STEP: 8 | > loss_disc: 2.3850371837615967 (2.3789108991622925) | > loss_disc_real_0: 0.09251665323972702 (0.11237544100731611) | > loss_disc_real_1: 0.22817330062389374 (0.23844102583825588) | > loss_disc_real_2: 0.24520882964134216 (0.2378327026963234) | > loss_disc_real_3: 0.28541457653045654 (0.27241283655166626) | > loss_disc_real_4: 0.2635333836078644 (0.27316337265074253) | > loss_disc_real_5: 0.23268534243106842 (0.21316871792078018) | > loss_0: 2.3850371837615967 (2.3789108991622925) | > loss_gen: 2.640782594680786 (2.4820664823055267) | > loss_kl: 2.6685640811920166 (2.3269608169794083) | > loss_feat: 7.249237537384033 (6.1452396512031555) | > loss_mel: 19.16614532470703 (19.766628742218018) | > loss_duration: 2.165131092071533 (2.2697562873363495) | > loss_1: 33.889862060546875 (32.990652084350586)  --> STEP: 9 | > loss_disc: 2.347987413406372 (2.3754749563005237) | > loss_disc_real_0: 0.09615207463502884 (0.11057284474372864) | > loss_disc_real_1: 0.261042058467865 (0.24095225168599022) | > loss_disc_real_2: 0.3372737169265747 (0.24888170427746242) | > loss_disc_real_3: 0.2669367790222168 (0.27180438571506077) | > loss_disc_real_4: 0.24568749964237213 (0.2701104978720347) | > loss_disc_real_5: 0.19522030651569366 (0.21117444998688167) | > loss_0: 2.347987413406372 (2.3754749563005237) | > loss_gen: 2.521981954574585 (2.4865015347798667) | > loss_kl: 2.3098909854888916 (2.3250641690360174) | > loss_feat: 9.451394081115723 (6.512590143415663) | > loss_mel: 20.265869140625 (19.822099897596573) | > loss_duration: 2.1018810272216797 (2.251103480656942) | > loss_1: 36.65101623535156 (33.397359212239586)  --> STEP: 10 | > loss_disc: 2.4531984329223633 (2.3832473039627073) | > loss_disc_real_0: 0.11413542926311493 (0.11092910319566726) | > loss_disc_real_1: 0.24952350556850433 (0.24180937707424163) | > loss_disc_real_2: 0.34643280506134033 (0.25863681435585023) | > loss_disc_real_3: 0.21273328363895416 (0.2658972755074501) | > loss_disc_real_4: 0.21968181431293488 (0.2650676295161247) | > loss_disc_real_5: 0.19370126724243164 (0.20942713171243668) | > loss_0: 2.4531984329223633 (2.3832473039627073) | > loss_gen: 2.3341422080993652 (2.4712656021118162) | > loss_kl: 1.6106860637664795 (2.253626358509064) | > loss_feat: 4.9165449142456055 (6.352985620498657) | > loss_mel: 15.928383827209473 (19.43272829055786) | > loss_duration: 2.2875382900238037 (2.2547469615936278) | > loss_1: 27.07729721069336 (32.76535301208496)  --> STEP: 11 | > loss_disc: 2.3856759071350098 (2.3834680860692803) | > loss_disc_real_0: 0.17631781101226807 (0.11687353117899461) | > loss_disc_real_1: 0.12817636132240295 (0.23147910291498358) | > loss_disc_real_2: 0.2646620273590088 (0.259184560992501) | > loss_disc_real_3: 0.26588883996009827 (0.26589650863950903) | > loss_disc_real_4: 0.2733534276485443 (0.26582088389179925) | > loss_disc_real_5: 0.2694597840309143 (0.214884645559571) | > loss_0: 2.3856759071350098 (2.3834680860692803) | > loss_gen: 2.5584254264831543 (2.479189222509211) | > loss_kl: 2.4739832878112793 (2.273658806627447) | > loss_feat: 5.777566432952881 (6.300674785267223) | > loss_mel: 20.192535400390625 (19.501801664179023) | > loss_duration: 2.4037230014801025 (2.268290237946944) | > loss_1: 33.40623474121094 (32.82361498746005)  --> STEP: 12 | > loss_disc: 2.2454333305358887 (2.3719651897748313) | > loss_disc_real_0: 0.07148826867341995 (0.11309142597019672) | > loss_disc_real_1: 0.24271471798419952 (0.23241540417075157) | > loss_disc_real_2: 0.24044282734394073 (0.25762274985512096) | > loss_disc_real_3: 0.3131638169288635 (0.2698354509969552) | > loss_disc_real_4: 0.24748532474040985 (0.26429292062918347) | > loss_disc_real_5: 0.20356795191764832 (0.21394158775607744) | > loss_0: 2.2454333305358887 (2.3719651897748313) | > loss_gen: 2.6944239139556885 (2.4971254467964172) | > loss_kl: 2.294780969619751 (2.2754189868768058) | > loss_feat: 6.154834747314453 (6.288521448771159) | > loss_mel: 19.231985092163086 (19.479316949844364) | > loss_duration: 2.234668493270874 (2.2654884258906045) | > loss_1: 32.61069107055664 (32.8058713277181)  --> STEP: 13 | > loss_disc: 2.334291458129883 (2.369067210417527) | > loss_disc_real_0: 0.0662047490477562 (0.10948475851462437) | > loss_disc_real_1: 0.3031977117061615 (0.2378601970580908) | > loss_disc_real_2: 0.3333577811717987 (0.2634485214948654) | > loss_disc_real_3: 0.304792582988739 (0.2725244611501694) | > loss_disc_real_4: 0.2977854609489441 (0.2668692698845497) | > loss_disc_real_5: 0.23801271617412567 (0.21579321301900423) | > loss_0: 2.334291458129883 (2.369067210417527) | > loss_gen: 2.9280741214752197 (2.530275344848633) | > loss_kl: 2.197053909301758 (2.2693909039864173) | > loss_feat: 7.107656955718994 (6.351531872382531) | > loss_mel: 18.570465087890625 (19.409405268155616) | > loss_duration: 2.0861380100250244 (2.251692240054791) | > loss_1: 32.88938903808594 (32.812295766977165)  --> STEP: 14 | > loss_disc: 2.431886672973633 (2.3735543148858205) | > loss_disc_real_0: 0.10700912028551102 (0.10930792721254486) | > loss_disc_real_1: 0.17379195988178253 (0.23328389440264022) | > loss_disc_real_2: 0.2150295376777649 (0.2599900226507868) | > loss_disc_real_3: 0.3609549105167389 (0.27884092181921005) | > loss_disc_real_4: 0.2706432342529297 (0.2671388387680054) | > loss_disc_real_5: 0.2169564962387085 (0.21587630467755453) | > loss_0: 2.431886672973633 (2.3735543148858205) | > loss_gen: 2.3637633323669434 (2.5183816296713695) | > loss_kl: 2.488597869873047 (2.285048544406891) | > loss_feat: 6.9966254234313965 (6.397609983171735) | > loss_mel: 22.27613639831543 (19.614171777452746) | > loss_duration: 2.3287711143493652 (2.257197873932975) | > loss_1: 36.45389175415039 (33.072409766060964)  --> STEP: 15 | > loss_disc: 2.382768392562866 (2.374168586730957) | > loss_disc_real_0: 0.11328144371509552 (0.10957282831271489) | > loss_disc_real_1: 0.21482954919338226 (0.23205360472202302) | > loss_disc_real_2: 0.26966607570648193 (0.2606350928544998) | > loss_disc_real_3: 0.3642757833003998 (0.2845365792512894) | > loss_disc_real_4: 0.25110357999801636 (0.26606982151667286) | > loss_disc_real_5: 0.2079765945672989 (0.21534965733687084) | > loss_0: 2.382768392562866 (2.374168586730957) | > loss_gen: 2.518972873687744 (2.5184210459391276) | > loss_kl: 2.3908612728118896 (2.2921027263005573) | > loss_feat: 6.3378167152404785 (6.393623765309652) | > loss_mel: 21.02488899230957 (19.708219591776533) | > loss_duration: 2.248418092727661 (2.2566125551859537) | > loss_1: 34.520957946777344 (33.16897964477539)  --> STEP: 16 | > loss_disc: 2.2363240718841553 (2.365553304553032) | > loss_disc_real_0: 0.062057964503765106 (0.10660314932465553) | > loss_disc_real_1: 0.2107222080230713 (0.23072039242833853) | > loss_disc_real_2: 0.32515156269073486 (0.2646673722192645) | > loss_disc_real_3: 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(6.549839748276605) | > loss_mel: 20.369678497314453 (19.588831000857887) | > loss_duration: 2.235891580581665 (2.2696947786543102) | > loss_1: 37.00162887573242 (33.22107304467095)  --> STEP: 19 | > loss_disc: 2.5524513721466064 (2.390226878617939) | > loss_disc_real_0: 0.15301010012626648 (0.11245919411119662) | > loss_disc_real_1: 0.2511264383792877 (0.23048540243976995) | > loss_disc_real_2: 0.2365070879459381 (0.26640170734179647) | > loss_disc_real_3: 0.23473046720027924 (0.283758282661438) | > loss_disc_real_4: 0.20360726118087769 (0.2636011329136398) | > loss_disc_real_5: 0.19050008058547974 (0.2218483827616039) | > loss_0: 2.5524513721466064 (2.390226878617939) | > loss_gen: 2.1719019412994385 (2.5246528575294898) | > loss_kl: 2.0089876651763916 (2.2548007588637504) | > loss_feat: 6.906009674072266 (6.568585533844797) | > loss_mel: 18.283782958984375 (19.52014426181191) | > loss_duration: 2.360787868499756 (2.2744891518040706) | > loss_1: 31.731470108032227 (33.14267289011102)  --> STEP: 20 | > loss_disc: 2.2950401306152344 (2.385467541217804) | > loss_disc_real_0: 0.04391714930534363 (0.10903209187090397) | > loss_disc_real_1: 0.2341642677783966 (0.23066934570670128) | > loss_disc_real_2: 0.259723424911499 (0.2660677932202816) | > loss_disc_real_3: 0.23413431644439697 (0.28127708435058596) | > loss_disc_real_4: 0.24358436465263367 (0.2626002945005895) | > loss_disc_real_5: 0.22814491391181946 (0.22216320931911468) | > loss_0: 2.2950401306152344 (2.385467541217804) | > loss_gen: 2.3175048828125 (2.51429545879364) | > loss_kl: 1.972269058227539 (2.24067417383194) | > loss_feat: 6.580875396728516 (6.569200026988983) | > loss_mel: 18.11215591430664 (19.449744844436648) | > loss_duration: 2.299697160720825 (2.2757495522499083) | > loss_1: 31.282503128051758 (33.049664402008055)  --> STEP: 21 | > loss_disc: 2.317460536956787 (2.38222911244347) | > loss_disc_real_0: 0.13124637305736542 (0.110089914784545) | > loss_disc_real_1: 0.2745290696620941 (0.23275790399029142) | > loss_disc_real_2: 0.32768696546554565 (0.26900203951767515) | > loss_disc_real_3: 0.18086615204811096 (0.2764956113838014) | > loss_disc_real_4: 0.1945459097623825 (0.25935960951305587) | > loss_disc_real_5: 0.0951513722538948 (0.21611502660172327) | > loss_0: 2.317460536956787 (2.38222911244347) | > loss_gen: 2.5312576293945312 (2.5151031812032065) | > loss_kl: 2.739224672317505 (2.264414673759824) | > loss_feat: 7.601319789886475 (6.618348587126959) | > loss_mel: 19.274389266967773 (19.441394578842893) | > loss_duration: 2.179090976715088 (2.2711467629387263) | > loss_1: 34.32528305053711 (33.11040814717611)  --> STEP: 22 | > loss_disc: 2.2247822284698486 (2.3750724358992144) | > loss_disc_real_0: 0.15734249353408813 (0.11223775927316058) | > loss_disc_real_1: 0.1896216869354248 (0.23079716685143384) | > loss_disc_real_2: 0.24289192259311676 (0.2678152160211043) | > loss_disc_real_3: 0.25335684418678284 (0.27544384923848236) | > loss_disc_real_4: 0.1957029551267624 (0.2564661252227698) | > loss_disc_real_5: 0.16996321082115173 (0.21401721679351546) | > loss_0: 2.2247822284698486 (2.3750724358992144) | > loss_gen: 2.798222303390503 (2.5279722322117197) | > loss_kl: 1.6506290435791016 (2.2365153269334273) | > loss_feat: 9.121027946472168 (6.732106739824468) | > loss_mel: 20.525951385498047 (19.490692615509037) | > loss_duration: 2.1698927879333496 (2.2665443095293907) | > loss_1: 36.26572036743164 (33.253831429914996)  --> STEP: 23 | > loss_disc: 2.5065784454345703 (2.380790088487708) | > loss_disc_real_0: 0.10514694452285767 (0.11192946297966916) | > loss_disc_real_1: 0.27254432439804077 (0.23261226065780805) | > loss_disc_real_2: 0.2733282446861267 (0.26805491291958355) | > loss_disc_real_3: 0.25734230875968933 (0.27465682573940436) | > loss_disc_real_4: 0.255044162273407 (0.25640430074671056) | > loss_disc_real_5: 0.17986895143985748 (0.21253250960422598) | > loss_0: 2.5065784454345703 (2.380790088487708) | > loss_gen: 2.1947455406188965 (2.513484115185945) | > loss_kl: 2.613460063934326 (2.252904228542162) | > loss_feat: 5.651852130889893 (6.685139148131661) | > loss_mel: 15.285552024841309 (19.307860415914785) | > loss_duration: 2.270148277282715 (2.266701003779535) | > loss_1: 28.015758514404297 (33.02608912924062)  --> STEP: 24 | > loss_disc: 2.482264995574951 (2.385018209616343) | > loss_disc_real_0: 0.10793443024158478 (0.11176300328224897) | > loss_disc_real_1: 0.3759005665779114 (0.23858260673781237) | > loss_disc_real_2: 0.34305378794670105 (0.2711798660457135) | > loss_disc_real_3: 0.28838178515434265 (0.2752286990483601) | > loss_disc_real_4: 0.21340057253837585 (0.25461247873802995) | > loss_disc_real_5: 0.1693136841058731 (0.21073172520846128) | > loss_0: 2.482264995574951 (2.385018209616343) | > loss_gen: 2.5313920974731445 (2.5142302811145782) | > loss_kl: 2.1069977283477783 (2.246824791034063) | > loss_feat: 5.547249794006348 (6.637727091709773) | > loss_mel: 19.642963409423828 (19.32182304064433) | > loss_duration: 2.397184371948242 (2.2721378107865644) | > loss_1: 32.22578430175781 (32.99274309476217)  --> STEP: 25 | > loss_disc: 2.761448621749878 (2.400075426101685) | > loss_disc_real_0: 0.1603144109249115 (0.11370505958795547) | > loss_disc_real_1: 0.33666303753852844 (0.242505823969841) | > loss_disc_real_2: 0.2863773703575134 (0.2717877662181855) | > loss_disc_real_3: 0.30278480052948 (0.2763309431076049) | > loss_disc_real_4: 0.2552674412727356 (0.2546386772394182) | > loss_disc_real_5: 0.212309792637825 (0.21079484790563582) | > loss_0: 2.761448621749878 (2.400075426101685) | > loss_gen: 2.0897700786590576 (2.4972518730163573) | > loss_kl: 2.1030490398406982 (2.2410737609863283) | > loss_feat: 5.399509429931641 (6.588198385238647) | > loss_mel: 14.659512519836426 (19.135330619812013) | > loss_duration: 2.322850227355957 (2.2741663074493403) | > loss_1: 26.574691772460938 (32.73602104187012)  --> STEP: 26 | > loss_disc: 2.0999083518981934 (2.38853053863232) | > loss_disc_real_0: 0.11904842406511307 (0.11391057360630769) | > loss_disc_real_1: 0.06686466187238693 (0.23575039465840048) | > loss_disc_real_2: 0.2295255810022354 (0.27016229755603355) | > loss_disc_real_3: 0.28884556889533997 (0.27681227486867166) | > loss_disc_real_4: 0.13755224645137787 (0.2501353529783397) | > loss_disc_real_5: 0.14006231725215912 (0.20807436595742518) | > loss_0: 2.0999083518981934 (2.38853053863232) | > loss_gen: 2.4608218669891357 (2.4958507189383874) | > loss_kl: 1.8622190952301025 (2.2265024276880117) | > loss_feat: 17.674283981323242 (7.014586292780363) | > loss_mel: 21.303159713745117 (19.218708661886364) | > loss_duration: 2.261559009552002 (2.2736814113763657) | > loss_1: 45.562042236328125 (33.22932954934927) --> EVAL PERFORMANCE | > avg_loader_time: 0.00243835265819843 (+0.00014447248899019695) | > avg_loss_disc: 2.38853053863232 (+0.09258041932032635) | > avg_loss_disc_real_0: 0.11391057360630769 (-0.0002493782398792499) | > avg_loss_disc_real_1: 0.23575039465840048 (-0.04728621330398769) | > avg_loss_disc_real_2: 0.27016229755603355 (+0.05211804549281418) | > avg_loss_disc_real_3: 0.27681227486867166 (+0.024286467868548045) | > avg_loss_disc_real_4: 0.2501353529783397 (+0.03820962286912494) | > avg_loss_disc_real_5: 0.20807436595742518 (-0.03835445613815236) | > avg_loss_0: 2.38853053863232 (+0.09258041932032635) | > avg_loss_gen: 2.4958507189383874 (-0.16891507002023554) | > avg_loss_kl: 2.2265024276880117 (-0.00593526546771761) | > avg_loss_feat: 7.014586292780363 (-0.30800260947300817) | > avg_loss_mel: 19.218708661886364 (+0.0638500360342178) | > avg_loss_duration: 2.2736814113763657 (-0.027687219473031988) | > avg_loss_1: 33.22932954934927 (-0.44669085282545495)  > EPOCH: 164/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:07:47)   --> TIME: 2024-06-10 22:07:50 -- STEP: 4/330 -- GLOBAL_STEP: 142125 | > loss_disc: 2.363551616668701 (2.341626763343811) | > loss_disc_real_0: 0.09040392935276031 (0.10934637486934662) | > loss_disc_real_1: 0.1411868929862976 (0.20546440407633781) | > loss_disc_real_2: 0.18063324689865112 (0.21579721197485924) | > loss_disc_real_3: 0.22567139565944672 (0.23975030332803726) | > loss_disc_real_4: 0.23428262770175934 (0.25196685642004013) | > loss_disc_real_5: 0.2622969150543213 (0.24536866322159767) | > loss_0: 2.363551616668701 (2.341626763343811) | > grad_norm_0: tensor(24.8114, device='cuda:0') (tensor(25.5320, device='cuda:0')) | > loss_gen: 2.392958164215088 (2.452872157096863) | > loss_kl: 1.8016778230667114 (1.7026947438716888) | > loss_feat: 5.887324333190918 (6.264306902885437) | > loss_mel: 19.119915008544922 (19.556583881378174) | > loss_duration: 2.300607442855835 (2.3201131224632263) | > loss_1: 31.502483367919922 (32.29657173156738) | > grad_norm_1: tensor(202.0813, device='cuda:0') (tensor(149.1791, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3515 (0.3474849462509155) | > loader_time: 0.0028 (0.0028215646743774414)  --> TIME: 2024-06-10 22:07:58 -- STEP: 29/330 -- GLOBAL_STEP: 142150 | > loss_disc: 2.272242546081543 (2.3081240242925185) | > loss_disc_real_0: 0.12201607972383499 (0.11146687433637421) | > loss_disc_real_1: 0.190807044506073 (0.19736816451467318) | > loss_disc_real_2: 0.20912665128707886 (0.21620405491056113) | > loss_disc_real_3: 0.19615285098552704 (0.22424379145276957) | > loss_disc_real_4: 0.1995643526315689 (0.22566104962907987) | > loss_disc_real_5: 0.204180508852005 (0.22663055668617116) | > loss_0: 2.272242546081543 (2.3081240242925185) | > grad_norm_0: tensor(18.6725, device='cuda:0') (tensor(13.0463, device='cuda:0')) | > loss_gen: 2.5971407890319824 (2.5442521572113037) | > loss_kl: 1.5638384819030762 (1.7502107907985818) | > loss_feat: 7.098758220672607 (7.060742657760094) | > loss_mel: 19.65087127685547 (19.456748699319775) | > loss_duration: 2.1146302223205566 (2.139556506584431) | > loss_1: 33.02524185180664 (32.95151131728601) | > grad_norm_1: tensor(210.2608, device='cuda:0') (tensor(149.2834, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3459 (0.3430562923694479) | > loader_time: 0.0032 (0.003168303391029095)  --> TIME: 2024-06-10 22:08:07 -- STEP: 54/330 -- GLOBAL_STEP: 142175 | > loss_disc: 2.4103171825408936 (2.2927588533472125) | > loss_disc_real_0: 0.11368420720100403 (0.11037971493270662) | > loss_disc_real_1: 0.15421056747436523 (0.19741655306683642) | > loss_disc_real_2: 0.17471429705619812 (0.21435253266934995) | > loss_disc_real_3: 0.25258344411849976 (0.22332506350896977) | > loss_disc_real_4: 0.22218672931194305 (0.22087252664345283) | > loss_disc_real_5: 0.22785939276218414 (0.22013343456718656) | > loss_0: 2.4103171825408936 (2.2927588533472125) | > grad_norm_0: tensor(6.1501, device='cuda:0') (tensor(13.3244, device='cuda:0')) | > loss_gen: 2.5115280151367188 (2.56781334788711) | > loss_kl: 1.6051232814788818 (1.7421661504992731) | > loss_feat: 7.36525821685791 (7.215015738098709) | > loss_mel: 19.88968849182129 (19.45089559201842) | > loss_duration: 2.0598654747009277 (2.0997517241372012) | > loss_1: 33.431461334228516 (33.075642938967114) | > grad_norm_1: tensor(48.8033, device='cuda:0') (tensor(170.1413, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3441 (0.345908522605896) | > loader_time: 0.0034 (0.0032759551648740416)  --> TIME: 2024-06-10 22:08:16 -- STEP: 79/330 -- GLOBAL_STEP: 142200 | > loss_disc: 2.2826712131500244 (2.2912993732886964) | > loss_disc_real_0: 0.09724880754947662 (0.11121194158928303) | > loss_disc_real_1: 0.18673844635486603 (0.1982318238367008) | > loss_disc_real_2: 0.20006999373435974 (0.21480974743637857) | > loss_disc_real_3: 0.20747710764408112 (0.22489920107624198) | > loss_disc_real_4: 0.21616561710834503 (0.21981488073928446) | > loss_disc_real_5: 0.20161090791225433 (0.21667421184763125) | > loss_0: 2.2826712131500244 (2.2912993732886964) | > grad_norm_0: tensor(48.7838, device='cuda:0') (tensor(14.9007, device='cuda:0')) | > loss_gen: 2.4470698833465576 (2.5685742112654677) | > loss_kl: 1.7913748025894165 (1.7430757917935336) | > loss_feat: 6.765602111816406 (7.288515549671801) | > loss_mel: 19.283214569091797 (19.45063692406763) | > loss_duration: 1.9998888969421387 (2.083223557170434) | > loss_1: 32.287147521972656 (33.1340260807472) | > grad_norm_1: tensor(207.2990, device='cuda:0') (tensor(185.3734, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3552 (0.34747197658200796) | > loader_time: 0.0036 (0.003394932686528073)  --> TIME: 2024-06-10 22:08:25 -- STEP: 104/330 -- GLOBAL_STEP: 142225 | > loss_disc: 2.2430832386016846 (2.284173788932652) | > loss_disc_real_0: 0.1229562908411026 (0.11242936207697941) | > loss_disc_real_1: 0.22131909430027008 (0.1984577608796266) | > loss_disc_real_2: 0.19179438054561615 (0.21401185126831898) | > loss_disc_real_3: 0.2197321355342865 (0.22410934174863192) | > loss_disc_real_4: 0.20564872026443481 (0.218067246560867) | > loss_disc_real_5: 0.18711578845977783 (0.2141835202391331) | > loss_0: 2.2430832386016846 (2.284173788932652) | > grad_norm_0: tensor(25.8969, device='cuda:0') (tensor(16.5197, device='cuda:0')) | > loss_gen: 2.7764859199523926 (2.5794567649181084) | > loss_kl: 1.708217740058899 (1.735742830313169) | > loss_feat: 7.35685920715332 (7.319134313326615) | > loss_mel: 20.374631881713867 (19.451273698073177) | > loss_duration: 2.104508399963379 (2.078783593498744) | > loss_1: 34.320701599121094 (33.1643912792206) | > grad_norm_1: tensor(321.8376, device='cuda:0') (tensor(211.2475, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3518 (0.349238349841191) | > loader_time: 0.0038 (0.003492508943264301)  --> TIME: 2024-06-10 22:08:35 -- STEP: 129/330 -- GLOBAL_STEP: 142250 | > loss_disc: 2.279698133468628 (2.2892724026081166) | > loss_disc_real_0: 0.14317138493061066 (0.11330466665500818) | > loss_disc_real_1: 0.179718017578125 (0.1996415662904118) | > loss_disc_real_2: 0.21078942716121674 (0.21394451066505077) | > loss_disc_real_3: 0.21663671731948853 (0.22546567646569984) | > loss_disc_real_4: 0.2044687122106552 (0.21920308274354122) | > loss_disc_real_5: 0.18707847595214844 (0.21417896045270815) | > loss_0: 2.279698133468628 (2.2892724026081166) | > grad_norm_0: tensor(17.7028, device='cuda:0') (tensor(16.6758, device='cuda:0')) | > loss_gen: 2.4816410541534424 (2.578470420467762) | > loss_kl: 1.7603204250335693 (1.7312225001726964) | > loss_feat: 6.829383850097656 (7.329545941463737) | > loss_mel: 19.79928207397461 (19.460233732711444) | > loss_duration: 2.0540547370910645 (2.077737509742263) | > loss_1: 32.9246826171875 (33.17721012026766) | > grad_norm_1: tensor(303.0012, device='cuda:0') (tensor(216.4384, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3611 (0.35094939276229487) | > loader_time: 0.0043 (0.0035973112712534825)  --> TIME: 2024-06-10 22:08:44 -- STEP: 154/330 -- GLOBAL_STEP: 142275 | > loss_disc: 2.3420333862304688 (2.294978993279592) | > loss_disc_real_0: 0.13310402631759644 (0.11433803159501646) | > loss_disc_real_1: 0.12573520839214325 (0.20069421092411138) | > loss_disc_real_2: 0.24386844038963318 (0.21421395455087924) | > loss_disc_real_3: 0.24943269789218903 (0.22548712286856268) | > loss_disc_real_4: 0.23213934898376465 (0.21967095678502863) | > loss_disc_real_5: 0.22071217000484467 (0.21454917407268054) | > loss_0: 2.3420333862304688 (2.294978993279592) | > grad_norm_0: tensor(46.7958, device='cuda:0') (tensor(17.3709, device='cuda:0')) | > loss_gen: 2.603907346725464 (2.576066512566109) | > loss_kl: 1.667410969734192 (1.731665404586049) | > loss_feat: 7.471563816070557 (7.322625280974747) | > loss_mel: 19.29941177368164 (19.47698037036054) | > loss_duration: 2.0802183151245117 (2.0778353717419993) | > loss_1: 33.12251281738281 (33.185173034667976) | > grad_norm_1: tensor(317.2619, device='cuda:0') (tensor(219.5163, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3635 (0.3533719685170556) | > loader_time: 0.0043 (0.0037177058009358194)  --> TIME: 2024-06-10 22:08:53 -- STEP: 179/330 -- GLOBAL_STEP: 142300 | > loss_disc: 2.4902422428131104 (2.292708825798673) | > loss_disc_real_0: 0.1622602790594101 (0.11506700865383254) | > loss_disc_real_1: 0.2094573676586151 (0.20075005076451008) | > loss_disc_real_2: 0.29521289467811584 (0.21436809427911335) | > loss_disc_real_3: 0.24658414721488953 (0.22450710475111807) | > loss_disc_real_4: 0.2273709774017334 (0.21827814490768496) | > loss_disc_real_5: 0.22080713510513306 (0.21319389767819943) | > loss_0: 2.4902422428131104 (2.292708825798673) | > grad_norm_0: tensor(57.6459, device='cuda:0') (tensor(18.4133, device='cuda:0')) | > loss_gen: 2.4873483180999756 (2.578370347369317) | > loss_kl: 1.663979411125183 (1.7326137966283872) | > loss_feat: 7.419004440307617 (7.344609271214661) | > loss_mel: 19.38947868347168 (19.47262089478903) | > loss_duration: 2.1161069869995117 (2.082128255060931) | > loss_1: 33.0759162902832 (33.21034259902699) | > grad_norm_1: tensor(286.3463, device='cuda:0') (tensor(229.2652, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.3743 (0.3563767012271133) | > loader_time: 0.0048 (0.003840278646799439)  --> TIME: 2024-06-10 22:09:03 -- STEP: 204/330 -- GLOBAL_STEP: 142325 | > loss_disc: 2.244661569595337 (2.292892644218368) | > loss_disc_real_0: 0.13569962978363037 (0.11504613352464695) | > loss_disc_real_1: 0.22748062014579773 (0.20056678705355702) | > loss_disc_real_2: 0.2061620056629181 (0.2148992241743732) | > loss_disc_real_3: 0.20356854796409607 (0.2248873155491025) | > loss_disc_real_4: 0.19067925214767456 (0.21862468992670378) | > loss_disc_real_5: 0.2214893102645874 (0.2128242634821172) | > loss_0: 2.244661569595337 (2.292892644218368) | > grad_norm_0: tensor(26.6638, device='cuda:0') (tensor(19.4593, device='cuda:0')) | > loss_gen: 2.7750701904296875 (2.588306998505312) | > loss_kl: 1.776849627494812 (1.7361736128143235) | > loss_feat: 7.951385498046875 (7.379001963372324) | > loss_mel: 19.864715576171875 (19.452550925460525) | > loss_duration: 2.0732309818267822 (2.087684390007281) | > loss_1: 34.44124984741211 (33.24371792288387) | > grad_norm_1: tensor(382.6339, device='cuda:0') (tensor(239.4831, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.396 (0.3605410865708891) | > loader_time: 0.0047 (0.003981759735182219)  --> TIME: 2024-06-10 22:09:14 -- STEP: 229/330 -- GLOBAL_STEP: 142350 | > loss_disc: 2.1929726600646973 (2.289416038313286) | > loss_disc_real_0: 0.18820437788963318 (0.11536722675811775) | > loss_disc_real_1: 0.18063107132911682 (0.2005690880868112) | > loss_disc_real_2: 0.21918661892414093 (0.2145457366017795) | > loss_disc_real_3: 0.2021820843219757 (0.22432018048638339) | > loss_disc_real_4: 0.17094741761684418 (0.21653608958273476) | > loss_disc_real_5: 0.17775318026542664 (0.2115449580693349) | > loss_0: 2.1929726600646973 (2.289416038313286) | > grad_norm_0: tensor(35.1051, device='cuda:0') (tensor(22.0702, device='cuda:0')) | > loss_gen: 2.711041212081909 (2.5931264333849913) | > loss_kl: 1.7840434312820435 (1.7351571446422926) | > loss_feat: 7.437668323516846 (7.403205888240098) | > loss_mel: 19.08137321472168 (19.427974134553477) | > loss_duration: 2.170475482940674 (2.0941904908184394) | > loss_1: 33.184600830078125 (33.25365410517394) | > grad_norm_1: tensor(363.5833, device='cuda:0') (tensor(254.5737, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.4313 (0.3648277620040692) | > loader_time: 0.006 (0.004127489947856252)  --> TIME: 2024-06-10 22:09:30 -- STEP: 254/330 -- GLOBAL_STEP: 142375 | > loss_disc: 2.1326658725738525 (2.2899241334810023) | > loss_disc_real_0: 0.12668707966804504 (0.11606369672093804) | > loss_disc_real_1: 0.16854333877563477 (0.20003988511684373) | > loss_disc_real_2: 0.18870040774345398 (0.21458845949313765) | > loss_disc_real_3: 0.18608903884887695 (0.22439223780172077) | > loss_disc_real_4: 0.197524756193161 (0.21738842763300018) | > loss_disc_real_5: 0.18680977821350098 (0.21114714326351647) | > loss_0: 2.1326658725738525 (2.2899241334810023) | > grad_norm_0: tensor(41.4269, device='cuda:0') (tensor(24.1590, device='cuda:0')) | > loss_gen: 2.696202516555786 (2.5971100489924273) | > loss_kl: 1.7287522554397583 (1.7346130961508264) | > loss_feat: 8.078560829162598 (7.406839755576427) | > loss_mel: 19.513093948364258 (19.372525740796195) | > loss_duration: 2.10477614402771 (2.09962941201653) | > loss_1: 34.12138366699219 (33.21071802725002) | > grad_norm_1: tensor(507.0320, device='cuda:0') (tensor(267.2698, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.4412 (0.37046012634367437) | > loader_time: 0.0067 (0.027554890302222544)  --> TIME: 2024-06-10 22:09:42 -- STEP: 279/330 -- GLOBAL_STEP: 142400 | > loss_disc: 2.3291053771972656 (2.288096847499997) | > loss_disc_real_0: 0.10912709683179855 (0.11563726335657112) | > loss_disc_real_1: 0.2058032602071762 (0.2000909957193559) | > loss_disc_real_2: 0.21412087976932526 (0.2141762412683937) | > loss_disc_real_3: 0.22434104979038239 (0.22416275007964037) | > loss_disc_real_4: 0.2249307632446289 (0.21711941079426839) | > loss_disc_real_5: 0.21192540228366852 (0.21131664322268578) | > loss_0: 2.3291053771972656 (2.288096847499997) | > grad_norm_0: tensor(18.1574, device='cuda:0') (tensor(24.1430, device='cuda:0')) | > loss_gen: 2.6900746822357178 (2.596471341280099) | > loss_kl: 1.7786718606948853 (1.7384195451668087) | > loss_feat: 8.053511619567871 (7.433610775992007) | > loss_mel: 18.976825714111328 (19.33340869753164) | > loss_duration: 2.174342632293701 (2.1071500987562217) | > loss_1: 33.67342758178711 (33.20906043650856) | > grad_norm_1: tensor(532.3406, device='cuda:0') (tensor(276.1651, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.4453 (0.3780558434011259) | > loader_time: 0.0071 (0.025654814149316495)  --> TIME: 2024-06-10 22:09:54 -- STEP: 304/330 -- GLOBAL_STEP: 142425 | > loss_disc: 2.386660575866699 (2.2917406590361327) | > loss_disc_real_0: 0.11363827437162399 (0.11594750207701796) | > loss_disc_real_1: 0.2695140838623047 (0.20286107249557972) | > loss_disc_real_2: 0.18673840165138245 (0.21452502636729093) | > loss_disc_real_3: 0.2917347252368927 (0.22399641171489892) | > loss_disc_real_4: 0.23211544752120972 (0.21697502995007917) | > loss_disc_real_5: 0.2237859070301056 (0.21106181636844812) | > loss_0: 2.386660575866699 (2.2917406590361327) | > grad_norm_0: tensor(31.5684, device='cuda:0') (tensor(24.4361, device='cuda:0')) | > loss_gen: 2.585362672805786 (2.594609942875409) | > loss_kl: 1.7965705394744873 (1.7400722523268901) | > loss_feat: 7.988480091094971 (7.4584523659003406) | > loss_mel: 18.983360290527344 (19.30111754568) | > loss_duration: 2.2444396018981934 (2.116396546755966) | > loss_1: 33.59821319580078 (33.210648643343056) | > grad_norm_1: tensor(430.3932, device='cuda:0') (tensor(279.8858, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.4736 (0.384794841471471) | > loader_time: 0.0074 (0.024095776049714336)  --> TIME: 2024-06-10 22:10:21 -- STEP: 329/330 -- GLOBAL_STEP: 142450 | > loss_disc: 2.6594395637512207 (2.294937661353576) | > loss_disc_real_0: 0.3067985475063324 (0.11753130991770504) | > loss_disc_real_1: 0.19544582068920135 (0.20359649049474837) | > loss_disc_real_2: 0.2431080937385559 (0.21459115357746822) | > loss_disc_real_3: 0.2531927525997162 (0.22382290810799527) | > loss_disc_real_4: 0.31443870067596436 (0.2168928698656407) | > loss_disc_real_5: 0.23874422907829285 (0.2109112948813337) | > loss_0: 2.6594395637512207 (2.294937661353576) | > grad_norm_0: tensor(11.8477, device='cuda:0') (tensor(24.4206, device='cuda:0')) | > loss_gen: 2.4015109539031982 (2.590017245533255) | > loss_kl: 1.9716159105300903 (1.7482551477600377) | > loss_feat: 10.369068145751953 (7.554864270346505) | > loss_mel: 17.968746185302734 (19.248176916754357) | > loss_duration: 2.2679598331451416 (2.1290267495761164) | > loss_1: 34.97890090942383 (33.27034032525986) | > grad_norm_1: tensor(80.6821, device='cuda:0') (tensor(279.0917, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 13.9141 (0.438836528175145) | > loader_time: 0.0344 (0.023104996666719852)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.790637969970703 (2.790637969970703) | > loss_disc_real_0: 0.2079625129699707 (0.2079625129699707) | > loss_disc_real_1: 0.2560342252254486 (0.2560342252254486) | > loss_disc_real_2: 0.3050370514392853 (0.3050370514392853) | > loss_disc_real_3: 0.2990438938140869 (0.2990438938140869) | > loss_disc_real_4: 0.2797842025756836 (0.2797842025756836) | > loss_disc_real_5: 0.23287002742290497 (0.23287002742290497) | > loss_0: 2.790637969970703 (2.790637969970703) | > loss_gen: 2.23655104637146 (2.23655104637146) | > loss_kl: 1.5029795169830322 (1.5029795169830322) | > loss_feat: 4.109849452972412 (4.109849452972412) | > loss_mel: 16.361557006835938 (16.361557006835938) | > loss_duration: 2.849876880645752 (2.849876880645752) | > loss_1: 27.060813903808594 (27.060813903808594)  --> STEP: 1 | > loss_disc: 2.246485710144043 (2.246485710144043) | > loss_disc_real_0: 0.19776317477226257 (0.19776317477226257) | > loss_disc_real_1: 0.19683627784252167 (0.19683627784252167) | > loss_disc_real_2: 0.21671845018863678 (0.21671845018863678) | > loss_disc_real_3: 0.24601517617702484 (0.24601517617702484) | > loss_disc_real_4: 0.2169070541858673 (0.2169070541858673) | > loss_disc_real_5: 0.22094504535198212 (0.22094504535198212) | > loss_0: 2.246485710144043 (2.246485710144043) | > loss_gen: 2.721683979034424 (2.721683979034424) | > loss_kl: 2.3292438983917236 (2.3292438983917236) | > loss_feat: 5.956311225891113 (5.956311225891113) | > loss_mel: 19.472450256347656 (19.472450256347656) | > loss_duration: 2.2710163593292236 (2.2710163593292236) | > loss_1: 32.75070571899414 (32.75070571899414)  --> STEP: 2 | > loss_disc: 2.266296863555908 (2.2563912868499756) | > loss_disc_real_0: 0.09395051002502441 (0.1458568423986435) | > loss_disc_real_1: 0.18597646057605743 (0.19140636920928955) | > loss_disc_real_2: 0.2351710945367813 (0.22594477236270905) | > loss_disc_real_3: 0.30567261576652527 (0.27584389597177505) | > loss_disc_real_4: 0.24694904685020447 (0.2319280505180359) | > loss_disc_real_5: 0.26759815216064453 (0.24427159875631332) | > loss_0: 2.266296863555908 (2.2563912868499756) | > loss_gen: 2.7660326957702637 (2.7438583374023438) | > loss_kl: 2.1077206134796143 (2.218482255935669) | > loss_feat: 6.575832843780518 (6.266072034835815) | > loss_mel: 21.11833953857422 (20.295394897460938) | > loss_duration: 2.362185001373291 (2.3166006803512573) | > loss_1: 34.930110931396484 (33.84040832519531)  --> STEP: 3 | > loss_disc: 2.2645087242126465 (2.259097099304199) | > loss_disc_real_0: 0.1248730719089508 (0.1388622522354126) | > loss_disc_real_1: 0.2165965735912323 (0.19980310400327048) | > loss_disc_real_2: 0.23206539452075958 (0.2279849797487259) | > loss_disc_real_3: 0.2407037764787674 (0.26413052280743915) | > loss_disc_real_4: 0.2385452687740326 (0.23413378993670145) | > loss_disc_real_5: 0.22365690767765045 (0.2374000350634257) | > loss_0: 2.2645087242126465 (2.259097099304199) | > loss_gen: 2.564146041870117 (2.6839542388916016) | > loss_kl: 1.8297475576400757 (2.088904023170471) | > loss_feat: 6.033023834228516 (6.188389301300049) | > loss_mel: 19.649076461791992 (20.07995541890462) | > loss_duration: 2.1012983322143555 (2.24483323097229) | > loss_1: 32.17729187011719 (33.2860361735026)  --> STEP: 4 | > loss_disc: 1.974538803100586 (2.187957525253296) | > loss_disc_real_0: 0.19373849034309387 (0.15258131176233292) | > loss_disc_real_1: 0.21246150135993958 (0.20296770334243774) | > loss_disc_real_2: 0.21600668132305145 (0.22499040514230728) | > loss_disc_real_3: 0.17688722908496857 (0.24231969937682152) | > loss_disc_real_4: 0.1943921148777008 (0.2241983711719513) | > loss_disc_real_5: 0.1874156892299652 (0.22490394860506058) | > loss_0: 1.974538803100586 (2.187957525253296) | > loss_gen: 2.944023370742798 (2.7489715218544006) | > loss_kl: 2.762678623199463 (2.257347673177719) | > loss_feat: 9.114400863647461 (6.919892191886902) | > loss_mel: 19.58730125427246 (19.956791877746582) | > loss_duration: 2.2308731079101562 (2.2413432002067566) | > loss_1: 36.639278411865234 (34.12434673309326)  --> STEP: 5 | > loss_disc: 2.2263054847717285 (2.1956271171569823) | > loss_disc_real_0: 0.07521297037601471 (0.13710764348506926) | > loss_disc_real_1: 0.22298097610473633 (0.20697035789489746) | > loss_disc_real_2: 0.24910598993301392 (0.22981352210044861) | > loss_disc_real_3: 0.2095658928155899 (0.2357689380645752) | > loss_disc_real_4: 0.2756437361240387 (0.23448744416236877) | > loss_disc_real_5: 0.19901174306869507 (0.21972550749778746) | > loss_0: 2.2263054847717285 (2.1956271171569823) | > loss_gen: 2.645740509033203 (2.7283253192901613) | > loss_kl: 2.5842843055725098 (2.322734999656677) | > loss_feat: 5.976949691772461 (6.731303691864014) | > loss_mel: 19.950695037841797 (19.955572509765624) | > loss_duration: 2.329767942428589 (2.2590281486511232) | > loss_1: 33.4874382019043 (33.99696502685547)  --> STEP: 6 | > loss_disc: 2.5225415229797363 (2.250112851460775) | > loss_disc_real_0: 0.17101451754570007 (0.14275878916184107) | > loss_disc_real_1: 0.19107627868652344 (0.2043213446935018) | > loss_disc_real_2: 0.3169647753238678 (0.24433873097101846) | > loss_disc_real_3: 0.30818966031074524 (0.24783905843893686) | > loss_disc_real_4: 0.28915295004844666 (0.24359836181004843) | > loss_disc_real_5: 0.25508612394332886 (0.22561894357204437) | > loss_0: 2.5225415229797363 (2.250112851460775) | > loss_gen: 2.6752138137817383 (2.719473401705424) | > loss_kl: 1.6430500745773315 (2.2094541788101196) | > loss_feat: 5.95925760269165 (6.60262934366862) | > loss_mel: 20.754812240600586 (20.088779131571453) | > loss_duration: 2.097665309906006 (2.2321343421936035) | > loss_1: 33.12999725341797 (33.85247039794922)  --> STEP: 7 | > loss_disc: 2.5870862007141113 (2.2982519013541087) | > loss_disc_real_0: 0.18113815784454346 (0.14824155611651285) | > loss_disc_real_1: 0.31008094549179077 (0.21942985909325735) | > loss_disc_real_2: 0.34682154655456543 (0.2589791331972395) | > loss_disc_real_3: 0.40352535247802734 (0.27007995758737835) | > loss_disc_real_4: 0.33596011996269226 (0.2567928986889975) | > loss_disc_real_5: 0.2758786976337433 (0.23279890843800136) | > loss_0: 2.5870862007141113 (2.2982519013541087) | > loss_gen: 3.2525014877319336 (2.7956202711377824) | > loss_kl: 3.013979911804199 (2.3243864263807024) | > loss_feat: 7.236252307891846 (6.693146909986224) | > loss_mel: 18.994056701660156 (19.932390213012695) | > loss_duration: 2.379103899002075 (2.2531299931662425) | > loss_1: 34.87589645385742 (33.99867412022182)  --> STEP: 8 | > loss_disc: 2.0596024990081787 (2.2684207260608673) | > loss_disc_real_0: 0.08771421015262604 (0.140675637871027) | > loss_disc_real_1: 0.1509535163640976 (0.2108703162521124) | > loss_disc_real_2: 0.1659405678510666 (0.24734931252896786) | > loss_disc_real_3: 0.27208924293518066 (0.27033111825585365) | > loss_disc_real_4: 0.1694638431072235 (0.24587676674127576) | > loss_disc_real_5: 0.2374730110168457 (0.2333831712603569) | > loss_0: 2.0596024990081787 (2.2684207260608673) | > loss_gen: 2.5916857719421387 (2.770128458738327) | > loss_kl: 2.250087022781372 (2.315099000930786) | > loss_feat: 10.748250961303711 (7.200034916400909) | > loss_mel: 18.802452087402344 (19.7911479473114) | > loss_duration: 2.1998043060302734 (2.246464282274246) | > loss_1: 36.59227752685547 (34.322874546051025)  --> STEP: 9 | > loss_disc: 2.2435741424560547 (2.2656599945492215) | > loss_disc_real_0: 0.14903821051120758 (0.14160481260882485) | > loss_disc_real_1: 0.1763630211353302 (0.2070361723502477) | > loss_disc_real_2: 0.21276482939720154 (0.24350659218099382) | > loss_disc_real_3: 0.26264017820358276 (0.2694765693611569) | > loss_disc_real_4: 0.21982239186763763 (0.24298183619976044) | > loss_disc_real_5: 0.21106168627738953 (0.2309030062622494) | > loss_0: 2.2435741424560547 (2.2656599945492215) | > loss_gen: 2.752363443374634 (2.768154568142361) | > loss_kl: 2.366469621658325 (2.3208068476782904) | > loss_feat: 10.176944732666016 (7.530802673763699) | > loss_mel: 20.618844985961914 (19.883114284939236) | > loss_duration: 2.09423565864563 (2.2295499907599554) | > loss_1: 38.00885772705078 (34.732428232828774)  --> STEP: 10 | > loss_disc: 2.1633353233337402 (2.255427527427673) | > loss_disc_real_0: 0.20997899770736694 (0.14844223111867905) | > loss_disc_real_1: 0.22920699417591095 (0.20925325453281401) | > loss_disc_real_2: 0.2926775813102722 (0.24842369109392165) | > loss_disc_real_3: 0.30655792355537415 (0.2731847047805786) | > loss_disc_real_4: 0.22699201107025146 (0.24138285368680953) | > loss_disc_real_5: 0.1839035302400589 (0.22620305866003038) | > loss_0: 2.1633353233337402 (2.255427527427673) | > loss_gen: 3.3699331283569336 (2.8283324241638184) | > loss_kl: 1.8797756433486938 (2.276703727245331) | > loss_feat: 8.564181327819824 (7.634140539169311) | > loss_mel: 20.18995475769043 (19.913798332214355) | > loss_duration: 2.2369256019592285 (2.230287551879883) | > loss_1: 36.24077224731445 (34.883262634277344)  --> STEP: 11 | > loss_disc: 2.5227103233337402 (2.279725963419134) | > loss_disc_real_0: 0.11856932938098907 (0.14572651277888904) | > loss_disc_real_1: 0.2075992226600647 (0.20910288799892773) | > loss_disc_real_2: 0.24879217147827148 (0.24845718931068073) | > loss_disc_real_3: 0.299485445022583 (0.2755756811662154) | > loss_disc_real_4: 0.34785622358322144 (0.2510622509501197) | > loss_disc_real_5: 0.3196280002593994 (0.2346962351690639) | > loss_0: 2.5227103233337402 (2.279725963419134) | > loss_gen: 2.5476958751678467 (2.80282001061873) | > loss_kl: 2.274719715118408 (2.2765233625065195) | > loss_feat: 5.596487998962402 (7.448899399150502) | > loss_mel: 18.45543098449707 (19.781219482421875) | > loss_duration: 2.393723249435425 (2.2451453425667505) | > loss_1: 31.268056869506836 (34.55460756475275)  --> STEP: 12 | > loss_disc: 2.0227010250091553 (2.2583072185516357) | > loss_disc_real_0: 0.11747589707374573 (0.14337229480346045) | > loss_disc_real_1: 0.180302232503891 (0.20670283337434134) | > loss_disc_real_2: 0.274796724319458 (0.25065215056141216) | > loss_disc_real_3: 0.2601205110549927 (0.27428775032361347) | > loss_disc_real_4: 0.20694129168987274 (0.24738550434509912) | > loss_disc_real_5: 0.2152983844280243 (0.23307974760731062) | > loss_0: 2.0227010250091553 (2.2583072185516357) | > loss_gen: 3.1667659282684326 (2.8331488370895386) | > loss_kl: 1.7239056825637817 (2.230471889177958) | > loss_feat: 7.23846435546875 (7.431363145510356) | > loss_mel: 20.75653648376465 (19.86249589920044) | > loss_duration: 2.212801456451416 (2.242450018723806) | > loss_1: 35.09847640991211 (34.59992996851603)  --> STEP: 13 | > loss_disc: 2.125892162322998 (2.248121444995587) | > loss_disc_real_0: 0.1305888295173645 (0.1423889513199146) | > loss_disc_real_1: 0.15946868062019348 (0.20306943700863764) | > loss_disc_real_2: 0.2312147319316864 (0.24915696451297173) | > loss_disc_real_3: 0.2125110924243927 (0.2695356997159811) | > loss_disc_real_4: 0.13489077985286713 (0.23873206399954283) | > loss_disc_real_5: 0.1453905552625656 (0.2263344251192533) | > loss_0: 2.125892162322998 (2.248121444995587) | > loss_gen: 2.3499398231506348 (2.795978912940392) | > loss_kl: 2.311387062072754 (2.2366961332467885) | > loss_feat: 7.69094705581665 (7.45133113861084) | > loss_mel: 15.680461883544922 (19.540800974919247) | > loss_duration: 2.102806806564331 (2.231708233173077) | > loss_1: 30.135541915893555 (34.25651550292969)  --> STEP: 14 | > loss_disc: 2.2438390254974365 (2.2478155578885763) | > loss_disc_real_0: 0.07819312065839767 (0.13780353484409197) | > loss_disc_real_1: 0.2315654456615448 (0.205104866198131) | > loss_disc_real_2: 0.23462000489234924 (0.24811861025435583) | > loss_disc_real_3: 0.24726465344429016 (0.2679449106965746) | > loss_disc_real_4: 0.2793789505958557 (0.2416354130421366) | > loss_disc_real_5: 0.2619904577732086 (0.22888128459453583) | > loss_0: 2.2438390254974365 (2.2478155578885763) | > loss_gen: 2.580573558807373 (2.780592816216605) | > loss_kl: 2.1418514251708984 (2.229921511241368) | > loss_feat: 6.257843971252441 (7.366082055228097) | > loss_mel: 19.548845291137695 (19.54137556893485) | > loss_duration: 2.3064064979553223 (2.237043823514666) | > loss_1: 32.83552169799805 (34.15501594543457)  --> STEP: 15 | > loss_disc: 2.3881795406341553 (2.257173156738282) | > loss_disc_real_0: 0.1893072873353958 (0.1412371183435122) | > loss_disc_real_1: 0.20655468106269836 (0.2052015205224355) | > loss_disc_real_2: 0.2597405016422272 (0.24889340301354726) | > loss_disc_real_3: 0.319134384393692 (0.2713575422763824) | > loss_disc_real_4: 0.22788557410240173 (0.24071875711282095) | > loss_disc_real_5: 0.2784053087234497 (0.23218288620313007) | > loss_0: 2.3881795406341553 (2.257173156738282) | > loss_gen: 2.677760362625122 (2.773737319310506) | > loss_kl: 2.8473641872406006 (2.271084356307983) | > loss_feat: 7.310243129730225 (7.362359460194906) | > loss_mel: 16.352754592895508 (19.328800837198894) | > loss_duration: 2.3315649032592773 (2.2433452288309734) | > loss_1: 31.51968765258789 (33.97932739257813)  --> STEP: 16 | > loss_disc: 2.216681718826294 (2.2546424418687825) | > loss_disc_real_0: 0.1937832236289978 (0.14452124992385507) | > loss_disc_real_1: 0.19299577176570892 (0.2044386612251401) | > loss_disc_real_2: 0.2292502373456955 (0.24766570515930653) | > loss_disc_real_3: 0.2996812164783478 (0.2731277719140053) | > loss_disc_real_4: 0.19389693439006805 (0.2377923931926489) | > loss_disc_real_5: 0.18090131878852844 (0.22897778823971748) | > loss_0: 2.216681718826294 (2.2546424418687825) | > loss_gen: 2.926074504852295 (2.783258393406868) | > loss_kl: 2.224318027496338 (2.2681614607572556) | > loss_feat: 8.118673324584961 (7.409629076719284) | > loss_mel: 18.48078155517578 (19.27579963207245) | > loss_duration: 2.3038573265075684 (2.2471272349357605) | > loss_1: 34.05370330810547 (33.983975887298584)  --> STEP: 17 | > loss_disc: 2.5684170722961426 (2.273099773070392) | > loss_disc_real_0: 0.2065240740776062 (0.14816847487407572) | > loss_disc_real_1: 0.2867612838745117 (0.209281168439809) | > loss_disc_real_2: 0.3227008879184723 (0.2520795394392574) | > loss_disc_real_3: 0.34181880950927734 (0.2771684211843154) | > loss_disc_real_4: 0.3438039720058441 (0.2440283684169545) | > loss_disc_real_5: 0.2836732566356659 (0.2321951687335968) | > loss_0: 2.5684170722961426 (2.273099773070392) | > loss_gen: 3.1044836044311523 (2.8021539940553555) | > loss_kl: 1.9869985580444336 (2.251622466480031) | > loss_feat: 5.004024505615234 (7.268122925477869) | > loss_mel: 17.002727508544922 (19.142089507159064) | > loss_duration: 2.402431011199951 (2.256262751186595) | > loss_1: 29.500667572021484 (33.720251868752875)  --> STEP: 18 | > loss_disc: 1.7973228693008423 (2.2466677228609724) | > loss_disc_real_0: 0.054682742804288864 (0.1429748230924209) | > loss_disc_real_1: 0.15102504193782806 (0.20604471696747673) | > loss_disc_real_2: 0.24827039241790771 (0.2518679201602936) | > loss_disc_real_3: 0.21119730174541473 (0.2735033589932654) | > loss_disc_real_4: 0.18935111165046692 (0.2409907430410385) | > loss_disc_real_5: 0.23996610939502716 (0.2326268876592318) | > loss_0: 1.7973228693008423 (2.2466677228609724) | > loss_gen: 3.4612538814544678 (2.8387706544664173) | > loss_kl: 2.284879446029663 (2.2534700764550104) | > loss_feat: 11.176225662231445 (7.485239744186401) | > loss_mel: 21.82316017150879 (19.291037877400715) | > loss_duration: 2.2357282638549805 (2.255121946334839) | > loss_1: 40.98124694824219 (34.12364048428006)  --> STEP: 19 | > loss_disc: 2.6038103103637695 (2.2654647011505933) | > loss_disc_real_0: 0.21571563184261322 (0.14680328671085208) | > loss_disc_real_1: 0.2507938742637634 (0.20839993577254445) | > loss_disc_real_2: 0.21356186270713806 (0.2498518118732854) | > loss_disc_real_3: 0.2741904556751251 (0.27353952197652115) | > loss_disc_real_4: 0.24708758294582367 (0.2413116293518167) | > loss_disc_real_5: 0.22998753190040588 (0.232487974198241) | > loss_0: 2.6038103103637695 (2.2654647011505933) | > loss_gen: 2.2469444274902344 (2.807621905678197) | > loss_kl: 2.154478073120117 (2.248259971016332) | > loss_feat: 6.460384368896484 (7.431299987592195) | > loss_mel: 17.616846084594727 (19.202922519884613) | > loss_duration: 2.272529125213623 (2.2560381136442484) | > loss_1: 30.751182556152344 (33.94614269858912)  --> STEP: 20 | > loss_disc: 2.4549996852874756 (2.2749414503574377) | > loss_disc_real_0: 0.18692424893379211 (0.14880933482199907) | > loss_disc_real_1: 0.2145606130361557 (0.20870796963572502) | > loss_disc_real_2: 0.24916887283325195 (0.2498176649212837) | > loss_disc_real_3: 0.2638307511806488 (0.27305408343672755) | > loss_disc_real_4: 0.2978106141090393 (0.2441365785896778) | > loss_disc_real_5: 0.2840118110179901 (0.23506416603922844) | > loss_0: 2.4549996852874756 (2.2749414503574377) | > loss_gen: 2.7508182525634766 (2.8047817230224608) | > loss_kl: 1.9319431781768799 (2.232444131374359) | > loss_feat: 5.842937469482422 (7.3518818616867065) | > loss_mel: 20.46610450744629 (19.266081619262696) | > loss_duration: 2.3079028129577637 (2.2586313486099243) | > loss_1: 33.299705505371094 (33.91382083892822)  --> STEP: 21 | > loss_disc: 2.5848021507263184 (2.289696721803575) | > loss_disc_real_0: 0.15916448831558228 (0.14930243736931256) | > loss_disc_real_1: 0.2343887835741043 (0.2099308655375526) | > loss_disc_real_2: 0.24536831676959991 (0.24960579119977497) | > loss_disc_real_3: 0.28615403175354004 (0.27367789049943286) | > loss_disc_real_4: 0.2500797510147095 (0.2444195868003936) | > loss_disc_real_5: 0.2484419345855713 (0.23570120263667332) | > loss_0: 2.5848021507263184 (2.289696721803575) | > loss_gen: 2.2180490493774414 (2.7768420718965077) | > loss_kl: 1.9773154258728027 (2.2202951453980946) | > loss_feat: 4.944704055786133 (7.237254347120013) | > loss_mel: 16.420551300048828 (19.130580175490607) | > loss_duration: 2.1132864952087402 (2.2517101651146296) | > loss_1: 27.673906326293945 (33.6166820526123)  --> STEP: 22 | > loss_disc: 2.0757505893707275 (2.2799718976020817) | > loss_disc_real_0: 0.09682966023683548 (0.14691731113601814) | > loss_disc_real_1: 0.15694579482078552 (0.20752245323224502) | > loss_disc_real_2: 0.18997667729854584 (0.2468953769315373) | > loss_disc_real_3: 0.21310321986675262 (0.2709244963797656) | > loss_disc_real_4: 0.23402348160743713 (0.24394703656435013) | > loss_disc_real_5: 0.26582714915275574 (0.2370705638419498) | > loss_0: 2.0757505893707275 (2.2799718976020817) | > loss_gen: 2.617020606994629 (2.769577459855513) | > loss_kl: 1.8731008768081665 (2.204513587734916) | > loss_feat: 8.398310661315918 (7.290029634128917) | > loss_mel: 21.742612838745117 (19.249308932911266) | > loss_duration: 2.1641523838043213 (2.247730265964161) | > loss_1: 36.795196533203125 (33.76115998354825)  --> STEP: 23 | > loss_disc: 2.3040847778320312 (2.281020283699036) | > loss_disc_real_0: 0.18025469779968262 (0.1483667627300905) | > loss_disc_real_1: 0.1757298707962036 (0.20614016703937366) | > loss_disc_real_2: 0.21897481381893158 (0.24568143940490225) | > loss_disc_real_3: 0.22683767974376678 (0.269007678265157) | > loss_disc_real_4: 0.3257202208042145 (0.24750239240086597) | > loss_disc_real_5: 0.249165877699852 (0.23759644705316293) | > loss_0: 2.3040847778320312 (2.281020283699036) | > loss_gen: 2.6364924907684326 (2.763791156851727) | > loss_kl: 2.2071704864501953 (2.204629105070363) | > loss_feat: 9.161752700805664 (7.371408897897472) | > loss_mel: 19.595224380493164 (19.264348734980043) | > loss_duration: 2.2917041778564453 (2.249642175176869) | > loss_1: 35.89234161376953 (33.85382005442743)  --> STEP: 24 | > loss_disc: 2.3333230018615723 (2.283199563622475) | > loss_disc_real_0: 0.18685542047023773 (0.14997045680259663) | > loss_disc_real_1: 0.17602315545082092 (0.20488529155651727) | > loss_disc_real_2: 0.258463054895401 (0.24621400671700636) | > loss_disc_real_3: 0.3244369328022003 (0.2713172305375338) | > loss_disc_real_4: 0.20807987451553345 (0.2458597874889771) | > loss_disc_real_5: 0.21008750796318054 (0.23645024125774702) | > loss_0: 2.3333230018615723 (2.283199563622475) | > loss_gen: 2.662674903869629 (2.7595779796441398) | > loss_kl: 2.1700446605682373 (2.203188086549441) | > loss_feat: 5.525518894195557 (7.294496814409892) | > loss_mel: 19.693153381347656 (19.28221559524536) | > loss_duration: 2.4585421085357666 (2.2583463390668235) | > loss_1: 32.50993347167969 (33.79782478014628)  --> STEP: 25 | > loss_disc: 2.4192824363708496 (2.28864287853241) | > loss_disc_real_0: 0.1637742519378662 (0.15052260860800742) | > loss_disc_real_1: 0.29293274879455566 (0.20840718984603882) | > loss_disc_real_2: 0.30323973298072815 (0.24849503576755524) | > loss_disc_real_3: 0.27140194177627563 (0.2713206189870835) | > loss_disc_real_4: 0.2609204053878784 (0.24646221220493317) | > loss_disc_real_5: 0.19346757233142853 (0.23473093450069427) | > loss_0: 2.4192824363708496 (2.28864287853241) | > loss_gen: 2.546441078186035 (2.7510525035858153) | > loss_kl: 2.3421638011932373 (2.2087471151351927) | > loss_feat: 8.52153205871582 (7.343578224182129) | > loss_mel: 18.70513916015625 (19.259132537841797) | > loss_duration: 2.339223861694336 (2.261581439971924) | > loss_1: 34.454498291015625 (33.82409172058105)  --> STEP: 26 | > loss_disc: 2.4555492401123047 (2.295062353977791) | > loss_disc_real_0: 0.0716734230518341 (0.1474899476250777) | > loss_disc_real_1: 0.1298382580280304 (0.2053853078530385) | > loss_disc_real_2: 0.12069431692361832 (0.24357962350432688) | > loss_disc_real_3: 0.26910877227783203 (0.2712355479598046) | > loss_disc_real_4: 0.26491016149520874 (0.24717174871609762) | > loss_disc_real_5: 0.25196143984794617 (0.23539364624481934) | > loss_0: 2.4555492401123047 (2.295062353977791) | > loss_gen: 2.0304625034332275 (2.7233375035799465) | > loss_kl: 2.1686594486236572 (2.207205281807826) | > loss_feat: 13.427687644958496 (7.577582432673528) | > loss_mel: 21.702577590942383 (19.35311119373028) | > loss_duration: 2.28912353515625 (2.262640751325167) | > loss_1: 41.61851119995117 (34.12387708517221) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024191874724168055 (-1.91651857816247e-05) | > avg_loss_disc: 2.295062353977791 (-0.09346818465452911) | > avg_loss_disc_real_0: 0.1474899476250777 (+0.03357937401877001) | > avg_loss_disc_real_1: 0.2053853078530385 (-0.030365086805361985) | > avg_loss_disc_real_2: 0.24357962350432688 (-0.026582674051706667) | > avg_loss_disc_real_3: 0.2712355479598046 (-0.005576726908867069) | > avg_loss_disc_real_4: 0.24717174871609762 (-0.0029636042622420977) | > avg_loss_disc_real_5: 0.23539364624481934 (+0.027319280287394165) | > avg_loss_0: 2.295062353977791 (-0.09346818465452911) | > avg_loss_gen: 2.7233375035799465 (+0.22748678464155914) | > avg_loss_kl: 2.207205281807826 (-0.019297145880185607) | > avg_loss_feat: 7.577582432673528 (+0.5629961398931647) | > avg_loss_mel: 19.35311119373028 (+0.13440253184391793) | > avg_loss_duration: 2.262640751325167 (-0.011040660051198525) | > avg_loss_1: 34.12387708517221 (+0.8945475358229373)  > EPOCH: 165/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:10:27)   --> TIME: 2024-06-10 22:10:36 -- STEP: 24/330 -- GLOBAL_STEP: 142475 | > loss_disc: 2.2531745433807373 (2.306294292211533) | > loss_disc_real_0: 0.09050121158361435 (0.11358861873547237) | > loss_disc_real_1: 0.2125464826822281 (0.20133049537738165) | > loss_disc_real_2: 0.20506633818149567 (0.2224404929826657) | > loss_disc_real_3: 0.2354699671268463 (0.2288050347318252) | > loss_disc_real_4: 0.2051742672920227 (0.21947415793935457) | > loss_disc_real_5: 0.23238080739974976 (0.21580401870111623) | > loss_0: 2.2531745433807373 (2.306294292211533) | > grad_norm_0: tensor(14.4523, device='cuda:0') (tensor(11.0494, device='cuda:0')) | > loss_gen: 2.4122822284698486 (2.5436609387397766) | > loss_kl: 1.6868348121643066 (1.749631608525912) | > loss_feat: 7.08858585357666 (7.040966987609863) | > loss_mel: 19.104122161865234 (19.53973865509033) | > loss_duration: 2.0372402667999268 (2.1502220729986825) | > loss_1: 32.32906723022461 (33.024220307668045) | > grad_norm_1: tensor(140.1239, device='cuda:0') (tensor(111.7760, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3524 (0.35223609209060663) | > loader_time: 0.0032 (0.0033904115358988443)  --> TIME: 2024-06-10 22:10:45 -- STEP: 49/330 -- GLOBAL_STEP: 142500 | > loss_disc: 2.23976469039917 (2.2708869564289955) | > loss_disc_real_0: 0.0859958827495575 (0.10847064168477545) | > loss_disc_real_1: 0.1502992808818817 (0.1992940139405581) | > loss_disc_real_2: 0.24823163449764252 (0.2182920815385118) | > loss_disc_real_3: 0.21651682257652283 (0.22346683637220033) | > loss_disc_real_4: 0.21075968444347382 (0.218217278013424) | > loss_disc_real_5: 0.21247993409633636 (0.21276628241247061) | > loss_0: 2.23976469039917 (2.2708869564289955) | > grad_norm_0: tensor(10.4982, device='cuda:0') (tensor(11.1478, device='cuda:0')) | > loss_gen: 2.569551944732666 (2.579248258045741) | > loss_kl: 1.7561068534851074 (1.751700418336051) | > loss_feat: 7.567490100860596 (7.229252669276024) | > loss_mel: 19.74689292907715 (19.407860775383153) | > loss_duration: 2.0000157356262207 (2.099415380127576) | > loss_1: 33.64005661010742 (33.06747744034746) | > grad_norm_1: tensor(149.0181, device='cuda:0') (tensor(126.3285, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3691 (0.349243485197729) | > loader_time: 0.0035 (0.0034224500461500517) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_142500.pth  --> TIME: 2024-06-10 22:11:00 -- STEP: 74/330 -- GLOBAL_STEP: 142525 | > loss_disc: 2.303372621536255 (2.267819855664228) | > loss_disc_real_0: 0.1332576721906662 (0.10850897290416665) | > loss_disc_real_1: 0.23229531943798065 (0.20031358503006597) | > loss_disc_real_2: 0.1936221867799759 (0.21732758911880287) | > loss_disc_real_3: 0.23303420841693878 (0.22280472919747635) | > loss_disc_real_4: 0.19850949943065643 (0.21573212360208102) | > loss_disc_real_5: 0.21421858668327332 (0.21033727156149373) | > loss_0: 2.303372621536255 (2.267819855664228) | > grad_norm_0: tensor(6.7904, device='cuda:0') (tensor(11.0213, device='cuda:0')) | > loss_gen: 2.5938568115234375 (2.5854372849335543) | > loss_kl: 1.649155855178833 (1.7437955656567135) | > loss_feat: 7.287482261657715 (7.332803629540108) | > loss_mel: 19.84574317932129 (19.49136205621668) | > loss_duration: 1.960448145866394 (2.0778251161446444) | > loss_1: 33.33668518066406 (33.23122393118368) | > grad_norm_1: tensor(271.4337, device='cuda:0') (tensor(134.4516, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3505 (0.3549256228111885) | > loader_time: 0.0034 (0.003507765563758644)  --> TIME: 2024-06-10 22:11:09 -- STEP: 99/330 -- GLOBAL_STEP: 142550 | > loss_disc: 2.3572897911071777 (2.268410164900502) | > loss_disc_real_0: 0.10016531497240067 (0.10854032665792138) | > loss_disc_real_1: 0.208413764834404 (0.19876918723486892) | > loss_disc_real_2: 0.2082930952310562 (0.21718746769909908) | > loss_disc_real_3: 0.23690417408943176 (0.22368202907870513) | > loss_disc_real_4: 0.24489042162895203 (0.2168794284866314) | > loss_disc_real_5: 0.1815461814403534 (0.2103613070165268) | > loss_0: 2.3572897911071777 (2.268410164900502) | > grad_norm_0: tensor(11.5653, device='cuda:0') (tensor(10.6648, device='cuda:0')) | > loss_gen: 2.4402122497558594 (2.5879259904225655) | > loss_kl: 1.717453956604004 (1.734502309500569) | > loss_feat: 7.206976890563965 (7.354037029574616) | > loss_mel: 18.98857307434082 (19.402861624053028) | > loss_duration: 2.0733449459075928 (2.0722426236277895) | > loss_1: 32.42655944824219 (33.15156975177803) | > grad_norm_1: tensor(276.6363, device='cuda:0') (tensor(135.6474, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3588 (0.3554561378979923) | > loader_time: 0.0034 (0.0035098032517866654)  --> TIME: 2024-06-10 22:11:18 -- STEP: 124/330 -- GLOBAL_STEP: 142575 | > loss_disc: 2.364347219467163 (2.2754742772348484) | > loss_disc_real_0: 0.11873938888311386 (0.11049294003075169) | > loss_disc_real_1: 0.23953105509281158 (0.1985981571337869) | > loss_disc_real_2: 0.1784687042236328 (0.2180930090046698) | > loss_disc_real_3: 0.24065323173999786 (0.22440087819291699) | > loss_disc_real_4: 0.17932315170764923 (0.21668362148827122) | > loss_disc_real_5: 0.1825338453054428 (0.21126274307889323) | > loss_0: 2.364347219467163 (2.2754742772348484) | > grad_norm_0: tensor(23.2666, device='cuda:0') (tensor(12.1988, device='cuda:0')) | > loss_gen: 2.406747341156006 (2.5901771533873763) | > loss_kl: 1.6710128784179688 (1.7312852548014732) | > loss_feat: 7.263454914093018 (7.377458930015564) | > loss_mel: 19.61000633239746 (19.420588124182917) | > loss_duration: 2.089721202850342 (2.072564545177647) | > loss_1: 33.04094314575195 (33.19207422194941) | > grad_norm_1: tensor(264.5466, device='cuda:0') (tensor(158.5895, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3751 (0.3573403127731815) | > loader_time: 0.004 (0.0035845752685300766)  --> TIME: 2024-06-10 22:11:28 -- STEP: 149/330 -- GLOBAL_STEP: 142600 | > loss_disc: 2.1618380546569824 (2.277362860289198) | > loss_disc_real_0: 0.08349408954381943 (0.11070955944741333) | > loss_disc_real_1: 0.1972295194864273 (0.19952602504483802) | > loss_disc_real_2: 0.21237605810165405 (0.21781569569302886) | > loss_disc_real_3: 0.22742845118045807 (0.22471720510281173) | > loss_disc_real_4: 0.22811441123485565 (0.21758781743529654) | > loss_disc_real_5: 0.19900262355804443 (0.2103641621218432) | > loss_0: 2.1618380546569824 (2.277362860289198) | > grad_norm_0: tensor(30.7015, device='cuda:0') (tensor(13.6548, device='cuda:0')) | > loss_gen: 2.6997766494750977 (2.5947854662901593) | > loss_kl: 1.7264796495437622 (1.7315325592988289) | > loss_feat: 7.09059476852417 (7.400268913115431) | > loss_mel: 20.14003562927246 (19.44266498488868) | > loss_duration: 2.0750207901000977 (2.0738514293760284) | > loss_1: 33.73190689086914 (33.24310351378164) | > grad_norm_1: tensor(283.7764, device='cuda:0') (tensor(167.9025, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3761 (0.3599316337764663) | > loader_time: 0.0045 (0.0036588931243691667)  --> TIME: 2024-06-10 22:11:38 -- STEP: 174/330 -- GLOBAL_STEP: 142625 | > loss_disc: 2.2921972274780273 (2.273193736185975) | > loss_disc_real_0: 0.08982107043266296 (0.11136814468037123) | > loss_disc_real_1: 0.1944384127855301 (0.19937157690867607) | > loss_disc_real_2: 0.21873074769973755 (0.21705599565958156) | > loss_disc_real_3: 0.2653846740722656 (0.2246103230221518) | > loss_disc_real_4: 0.1818493902683258 (0.2172544790410447) | > loss_disc_real_5: 0.21290799975395203 (0.20961842172104742) | > loss_0: 2.2921972274780273 (2.273193736185975) | > grad_norm_0: tensor(14.0497, device='cuda:0') (tensor(15.6113, device='cuda:0')) | > loss_gen: 2.6110494136810303 (2.609566170593787) | > loss_kl: 1.636171579360962 (1.7283303114189499) | > loss_feat: 7.950597763061523 (7.446510789038121) | > loss_mel: 19.52037239074707 (19.427515490301715) | > loss_duration: 2.165984630584717 (2.0771067327466533) | > loss_1: 33.88417434692383 (33.28902965852581) | > grad_norm_1: tensor(157.1627, device='cuda:0') (tensor(184.9206, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.393 (0.3635713684147802) | > loader_time: 0.0041 (0.003769845798097808)  --> TIME: 2024-06-10 22:11:48 -- STEP: 199/330 -- GLOBAL_STEP: 142650 | > loss_disc: 2.3556034564971924 (2.2761817122224604) | > loss_disc_real_0: 0.15975995361804962 (0.11130185747266415) | > loss_disc_real_1: 0.16945140063762665 (0.19905807332477374) | > loss_disc_real_2: 0.24656696617603302 (0.21687745089506982) | > loss_disc_real_3: 0.2584068179130554 (0.22486279148552285) | > loss_disc_real_4: 0.23128075897693634 (0.2178167018608831) | > loss_disc_real_5: 0.2171565592288971 (0.21045689150017113) | > loss_0: 2.3556034564971924 (2.2761817122224604) | > grad_norm_0: tensor(51.4697, device='cuda:0') (tensor(17.3071, device='cuda:0')) | > loss_gen: 2.3562393188476562 (2.6128308916810763) | > loss_kl: 1.631440281867981 (1.7287897734186757) | > loss_feat: 6.172451496124268 (7.42997185069712) | > loss_mel: 18.58733367919922 (19.372766350980967) | > loss_duration: 2.1904611587524414 (2.083170291167411) | > loss_1: 30.93792724609375 (33.22752921904751) | > grad_norm_1: tensor(124.4352, device='cuda:0') (tensor(200.0956, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.3853 (0.36711266052782837) | > loader_time: 0.005 (0.0038989620592126896)  --> TIME: 2024-06-10 22:11:58 -- STEP: 224/330 -- GLOBAL_STEP: 142675 | > loss_disc: 2.2531182765960693 (2.275117749614377) | > loss_disc_real_0: 0.13488085567951202 (0.1121626672268446) | > loss_disc_real_1: 0.24475595355033875 (0.1990241498819419) | > loss_disc_real_2: 0.23775920271873474 (0.21592664173138992) | > loss_disc_real_3: 0.22379615902900696 (0.22410404249759658) | > loss_disc_real_4: 0.2538194954395294 (0.21717073429109793) | > loss_disc_real_5: 0.29029279947280884 (0.21044435811096007) | > loss_0: 2.2531182765960693 (2.275117749614377) | > grad_norm_0: tensor(13.4376, device='cuda:0') (tensor(19.5550, device='cuda:0')) | > loss_gen: 2.9491519927978516 (2.612108797899314) | > loss_kl: 1.7187600135803223 (1.7247268786387784) | > loss_feat: 7.671138286590576 (7.440123792205538) | > loss_mel: 19.56802749633789 (19.33954864740371) | > loss_duration: 2.1940155029296875 (2.089053961315329) | > loss_1: 34.10109329223633 (33.20556214877537) | > grad_norm_1: tensor(314.5360, device='cuda:0') (tensor(223.1061, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.4021 (0.37096029626471655) | > loader_time: 0.0051 (0.004025732832295554)  --> TIME: 2024-06-10 22:12:08 -- STEP: 249/330 -- GLOBAL_STEP: 142700 | > loss_disc: 2.2338719367980957 (2.2759389417717273) | > loss_disc_real_0: 0.12501807510852814 (0.11286788203390727) | > loss_disc_real_1: 0.2700837254524231 (0.1993330074960448) | > loss_disc_real_2: 0.2033856064081192 (0.21573965413024626) | > loss_disc_real_3: 0.21886928379535675 (0.22408820317691588) | > loss_disc_real_4: 0.22230421006679535 (0.21707984033119246) | > loss_disc_real_5: 0.21079450845718384 (0.21011488660272348) | > loss_0: 2.2338719367980957 (2.2759389417717273) | > grad_norm_0: tensor(40.1032, device='cuda:0') (tensor(20.0080, device='cuda:0')) | > loss_gen: 2.7433865070343018 (2.60875998443389) | > loss_kl: 1.6894265413284302 (1.723768330003363) | > loss_feat: 7.249040126800537 (7.442789600556155) | > loss_mel: 19.138572692871094 (19.326550885855426) | > loss_duration: 2.1643311977386475 (2.0960466014333554) | > loss_1: 32.98475646972656 (33.19791546404122) | > grad_norm_1: tensor(430.6537, device='cuda:0') (tensor(231.5103, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.4243 (0.37548002181761714) | > loader_time: 0.0057 (0.004167215891152501)  --> TIME: 2024-06-10 22:12:20 -- STEP: 274/330 -- GLOBAL_STEP: 142725 | > loss_disc: 2.3249783515930176 (2.2779211545512634) | > loss_disc_real_0: 0.09453893452882767 (0.11379998174570773) | > loss_disc_real_1: 0.18559034168720245 (0.1995966369218199) | > loss_disc_real_2: 0.20827458798885345 (0.2158888611589035) | > loss_disc_real_3: 0.24196574091911316 (0.22366940692393447) | > loss_disc_real_4: 0.23205439746379852 (0.2164272359252846) | > loss_disc_real_5: 0.18811745941638947 (0.20986772491766592) | > loss_0: 2.3249783515930176 (2.2779211545512634) | > grad_norm_0: tensor(59.6797, device='cuda:0') (tensor(20.6381, device='cuda:0')) | > loss_gen: 2.47996187210083 (2.6038571517832954) | > loss_kl: 1.7207629680633545 (1.7253011325850105) | > loss_feat: 6.673023223876953 (7.4619275583838025) | > loss_mel: 17.931795120239258 (19.278484838722388) | > loss_duration: 2.1837594509124756 (2.1032255535578237) | > loss_1: 30.989301681518555 (33.17279631900091) | > grad_norm_1: tensor(338.8234, device='cuda:0') (tensor(241.1929, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.4437 (0.3811466606864094) | > loader_time: 0.0061 (0.00434986779289524)  --> TIME: 2024-06-10 22:12:32 -- STEP: 299/330 -- GLOBAL_STEP: 142750 | > loss_disc: 2.247603416442871 (2.276300071473904) | > loss_disc_real_0: 0.09709149599075317 (0.11399319057779567) | > loss_disc_real_1: 0.2060355395078659 (0.19970382550687682) | > loss_disc_real_2: 0.22184133529663086 (0.21562615012046088) | > loss_disc_real_3: 0.20896734297275543 (0.22351796416733974) | > loss_disc_real_4: 0.23895953595638275 (0.2169125498238217) | > loss_disc_real_5: 0.2157239317893982 (0.2097130568330503) | > loss_0: 2.247603416442871 (2.276300071473904) | > grad_norm_0: tensor(36.6538, device='cuda:0') (tensor(21.4337, device='cuda:0')) | > loss_gen: 2.5403435230255127 (2.6072124055396757) | > loss_kl: 1.709166169166565 (1.7277607957654972) | > loss_feat: 7.638926029205322 (7.48420677216954) | > loss_mel: 19.574718475341797 (19.238134875345388) | > loss_duration: 2.2668118476867676 (2.112631701705451) | > loss_1: 33.72996520996094 (33.169946638636766) | > grad_norm_1: tensor(54.6536, device='cuda:0') (tensor(249.2621, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.4699 (0.38856176468839604) | > loader_time: 0.0075 (0.0045423164814212234)  --> TIME: 2024-06-10 22:12:46 -- STEP: 324/330 -- GLOBAL_STEP: 142775 | > loss_disc: 2.3313050270080566 (2.2821869003919923) | > loss_disc_real_0: 0.08717484772205353 (0.115090192652043) | > loss_disc_real_1: 0.2593845725059509 (0.20067402564081135) | > loss_disc_real_2: 0.26238104701042175 (0.21569538866112262) | > loss_disc_real_3: 0.2746202349662781 (0.2235872859572187) | > loss_disc_real_4: 0.2026539444923401 (0.21682021684116795) | > loss_disc_real_5: 0.2678276300430298 (0.21010042933954132) | > loss_0: 2.3313050270080566 (2.2821869003919923) | > grad_norm_0: tensor(29.1052, device='cuda:0') (tensor(22.8091, device='cuda:0')) | > loss_gen: 2.751352071762085 (2.6034157092188615) | > loss_kl: 2.002795934677124 (1.7349887817730139) | > loss_feat: 11.525304794311523 (7.539968664263502) | > loss_mel: 20.329072952270508 (19.195578492717974) | > loss_duration: 2.3059892654418945 (2.126143004055379) | > loss_1: 38.914512634277344 (33.20009469985962) | > grad_norm_1: tensor(552.9874, device='cuda:0') (tensor(259.7337, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.5953 (0.4005727937192093) | > loader_time: 0.0092 (0.004809952076570488)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.287404775619507 (2.287404775619507) | > loss_disc_real_0: 0.14812251925468445 (0.14812251925468445) | > loss_disc_real_1: 0.1142713725566864 (0.1142713725566864) | > loss_disc_real_2: 0.26174139976501465 (0.26174139976501465) | > loss_disc_real_3: 0.2949523627758026 (0.2949523627758026) | > loss_disc_real_4: 0.24661026895046234 (0.24661026895046234) | > loss_disc_real_5: 0.21771468222141266 (0.21771468222141266) | > loss_0: 2.287404775619507 (2.287404775619507) | > loss_gen: 2.7240636348724365 (2.7240636348724365) | > loss_kl: 1.53630530834198 (1.53630530834198) | > loss_feat: 8.090290069580078 (8.090290069580078) | > loss_mel: 17.844005584716797 (17.844005584716797) | > loss_duration: 2.8674960136413574 (2.8674960136413574) | > loss_1: 33.06216049194336 (33.06216049194336)  --> STEP: 1 | > loss_disc: 2.275007486343384 (2.275007486343384) | > loss_disc_real_0: 0.11707959324121475 (0.11707959324121475) | > loss_disc_real_1: 0.07467132061719894 (0.07467132061719894) | > loss_disc_real_2: 0.16109779477119446 (0.16109779477119446) | > loss_disc_real_3: 0.21906088292598724 (0.21906088292598724) | > loss_disc_real_4: 0.21955356001853943 (0.21955356001853943) | > loss_disc_real_5: 0.16321809589862823 (0.16321809589862823) | > loss_0: 2.275007486343384 (2.275007486343384) | > loss_gen: 2.15696382522583 (2.15696382522583) | > loss_kl: 1.9000296592712402 (1.9000296592712402) | > loss_feat: 6.9218974113464355 (6.9218974113464355) | > loss_mel: 22.18459701538086 (22.18459701538086) | > loss_duration: 2.3350982666015625 (2.3350982666015625) | > loss_1: 35.49858474731445 (35.49858474731445)  --> STEP: 2 | > loss_disc: 2.270625591278076 (2.27281653881073) | > loss_disc_real_0: 0.20305341482162476 (0.16006650403141975) | > loss_disc_real_1: 0.14829571545124054 (0.11148351803421974) | > loss_disc_real_2: 0.20880210399627686 (0.18494994938373566) | > loss_disc_real_3: 0.2979244291782379 (0.2584926560521126) | > loss_disc_real_4: 0.2669895887374878 (0.2432715743780136) | > loss_disc_real_5: 0.2824968695640564 (0.22285748273134232) | > loss_0: 2.270625591278076 (2.27281653881073) | > loss_gen: 2.767552375793457 (2.4622581005096436) | > loss_kl: 2.452230215072632 (2.176129937171936) | > loss_feat: 6.1766438484191895 (6.5492706298828125) | > loss_mel: 19.575057983398438 (20.87982749938965) | > loss_duration: 2.355518341064453 (2.345308303833008) | > loss_1: 33.327003479003906 (34.41279411315918)  --> STEP: 3 | > loss_disc: 2.269411563873291 (2.271681547164917) | > loss_disc_real_0: 0.08863584697246552 (0.13625628501176834) | > loss_disc_real_1: 0.1398542821407318 (0.1209404394030571) | > loss_disc_real_2: 0.20016510784626007 (0.1900216688712438) | > loss_disc_real_3: 0.2751089036464691 (0.26403140525023144) | > loss_disc_real_4: 0.2760964334011078 (0.25421319405237836) | > loss_disc_real_5: 0.3055623769760132 (0.2504257808128993) | > loss_0: 2.269411563873291 (2.271681547164917) | > loss_gen: 2.5852246284484863 (2.5032469431559243) | > loss_kl: 2.6185925006866455 (2.323617458343506) | > loss_feat: 7.162029266357422 (6.753523508707683) | > loss_mel: 19.47224998474121 (20.410634994506836) | > loss_duration: 2.168572425842285 (2.286396344502767) | > loss_1: 34.00666809082031 (34.277418772379555)  --> STEP: 4 | > loss_disc: 2.3367879390716553 (2.2879581451416016) | > loss_disc_real_0: 0.10088499635457993 (0.12741346284747124) | > loss_disc_real_1: 0.14050516486167908 (0.1258316207677126) | > loss_disc_real_2: 0.19182847440242767 (0.19047337025403976) | > loss_disc_real_3: 0.3060649335384369 (0.2745397873222828) | > loss_disc_real_4: 0.3591860830783844 (0.28045641630887985) | > loss_disc_real_5: 0.2975047826766968 (0.26219553127884865) | > loss_0: 2.3367879390716553 (2.2879581451416016) | > loss_gen: 2.54794979095459 (2.514422655105591) | > loss_kl: 2.4174880981445312 (2.347085118293762) | > loss_feat: 5.381580352783203 (6.4105377197265625) | > loss_mel: 21.2938175201416 (20.631430625915527) | > loss_duration: 2.1984407901763916 (2.264407455921173) | > loss_1: 33.83927536010742 (34.16788291931152)  --> STEP: 5 | > loss_disc: 2.414482831954956 (2.3132630825042724) | > loss_disc_real_0: 0.18818539381027222 (0.13956784904003144) | > loss_disc_real_1: 0.14430135488510132 (0.12952556759119033) | > loss_disc_real_2: 0.23842717707157135 (0.20006413161754608) | > loss_disc_real_3: 0.3549782335758209 (0.29062747657299043) | > loss_disc_real_4: 0.2453523576259613 (0.27343560457229615) | > loss_disc_real_5: 0.15314222872257233 (0.24038487076759338) | > loss_0: 2.414482831954956 (2.3132630825042724) | > loss_gen: 2.3751325607299805 (2.4865646362304688) | > loss_kl: 2.0543463230133057 (2.288537359237671) | > loss_feat: 5.78070068359375 (6.2845703125) | > loss_mel: 21.216304779052734 (20.74840545654297) | > loss_duration: 2.3899173736572266 (2.2895094394683837) | > loss_1: 33.81639862060547 (34.09758605957031)  --> STEP: 6 | > loss_disc: 2.2502288818359375 (2.3027573823928833) | > loss_disc_real_0: 0.06707195937633514 (0.12748520076274872) | > loss_disc_real_1: 0.16277308762073517 (0.1350668209294478) | > loss_disc_real_2: 0.19323492050170898 (0.19892592976490656) | > loss_disc_real_3: 0.29882776737213135 (0.2919941917061806) | > loss_disc_real_4: 0.3115227222442627 (0.2797834575176239) | > loss_disc_real_5: 0.2797687351703644 (0.2469488481680552) | > loss_0: 2.2502288818359375 (2.3027573823928833) | > loss_gen: 2.5891668796539307 (2.503665010134379) | > loss_kl: 2.4229660034179688 (2.3109421332677207) | > loss_feat: 6.526902198791504 (6.324958960215251) | > loss_mel: 19.939632415771484 (20.613609949747723) | > loss_duration: 2.1190805435180664 (2.261104623476664) | > loss_1: 33.597747802734375 (34.01427968343099)  --> STEP: 7 | > loss_disc: 2.7574892044067383 (2.3677190712520053) | > loss_disc_real_0: 0.29822587966918945 (0.15187672632081167) | > loss_disc_real_1: 0.14727580547332764 (0.1368109615785735) | > loss_disc_real_2: 0.26346713304519653 (0.20814610166209085) | > loss_disc_real_3: 0.28567013144493103 (0.2910907545260021) | > loss_disc_real_4: 0.2827615439891815 (0.28020889844213215) | > loss_disc_real_5: 0.34372249245643616 (0.26077365449496676) | > loss_0: 2.7574892044067383 (2.3677190712520053) | > loss_gen: 2.5543341636657715 (2.510903460638864) | > loss_kl: 3.3090250492095947 (2.4535254069737027) | > loss_feat: 4.112329959869385 (6.008869103022984) | > loss_mel: 17.278663635253906 (20.137189047677175) | > loss_duration: 2.3432044982910156 (2.2728331770215715) | > loss_1: 29.597558975219727 (33.383319582257954)  --> STEP: 8 | > loss_disc: 2.238013744354248 (2.3515059053897858) | > loss_disc_real_0: 0.11966492235660553 (0.1478502508252859) | > loss_disc_real_1: 0.0984516441822052 (0.13201604690402746) | > loss_disc_real_2: 0.20463590323925018 (0.20770732685923576) | > loss_disc_real_3: 0.24046887457370758 (0.28476301953196526) | > loss_disc_real_4: 0.24949362874031067 (0.27636948972940445) | > loss_disc_real_5: 0.1890895813703537 (0.25181314535439014) | > loss_0: 2.238013744354248 (2.3515059053897858) | > loss_gen: 2.7415943145751953 (2.539739817380905) | > loss_kl: 1.9686610698699951 (2.392917364835739) | > loss_feat: 8.870251655578613 (6.366541922092438) | > loss_mel: 21.080810546875 (20.255141735076904) | > loss_duration: 2.178010940551758 (2.260980397462845) | > loss_1: 36.839324951171875 (33.81532025337219)  --> STEP: 9 | > loss_disc: 2.584134340286255 (2.3773535092671714) | > loss_disc_real_0: 0.24048344790935516 (0.1581428282790714) | > loss_disc_real_1: 0.13055405020713806 (0.1318536028265953) | > loss_disc_real_2: 0.2731199264526367 (0.21497539348072475) | > loss_disc_real_3: 0.27388808131217957 (0.28355469306310016) | > loss_disc_real_4: 0.28652799129486084 (0.27749821212556625) | > loss_disc_real_5: 0.29981452226638794 (0.25714663167794544) | > loss_0: 2.584134340286255 (2.3773535092671714) | > loss_gen: 2.601686477661133 (2.546622779634264) | > loss_kl: 2.104645013809204 (2.3608871036105685) | > loss_feat: 9.067289352416992 (6.666624969906277) | > loss_mel: 18.939767837524414 (20.108989079793293) | > loss_duration: 2.129176378250122 (2.246335506439209) | > loss_1: 34.84256362915039 (33.929458406236435)  --> STEP: 10 | > loss_disc: 1.931485652923584 (2.3327667236328127) | > loss_disc_real_0: 0.11250455677509308 (0.15357900112867356) | > loss_disc_real_1: 0.11736761778593063 (0.13040500432252883) | > loss_disc_real_2: 0.17367057502269745 (0.21084491163492203) | > loss_disc_real_3: 0.26176193356513977 (0.28137541711330416) | > loss_disc_real_4: 0.1997637301683426 (0.2697247639298439) | > loss_disc_real_5: 0.1261887550354004 (0.24405084401369095) | > loss_0: 1.931485652923584 (2.3327667236328127) | > loss_gen: 2.7863388061523438 (2.570594382286072) | > loss_kl: 2.265001058578491 (2.3512984991073607) | > loss_feat: 8.625128746032715 (6.862475347518921) | > loss_mel: 20.354171752929688 (20.133507347106935) | > loss_duration: 2.2764945030212402 (2.249351406097412) | > loss_1: 36.307132720947266 (34.16722583770752)  --> STEP: 11 | > loss_disc: 2.2968649864196777 (2.3295029293407095) | > loss_disc_real_0: 0.1282099485397339 (0.15127272362058813) | > loss_disc_real_1: 0.13387738168239594 (0.13072067499160767) | > loss_disc_real_2: 0.2046002894639969 (0.21027721871029248) | > loss_disc_real_3: 0.25428247451782227 (0.27891242233189667) | > loss_disc_real_4: 0.2804415822029114 (0.2706990201364864) | > loss_disc_real_5: 0.251832515001297 (0.24475826864892786) | > loss_0: 2.2968649864196777 (2.3295029293407095) | > loss_gen: 2.6112234592437744 (2.574287934736772) | > loss_kl: 2.5959279537200928 (2.373537540435791) | > loss_feat: 6.8168864250183105 (6.858330900018865) | > loss_mel: 17.774078369140625 (19.91901380365545) | > loss_duration: 2.4078056812286377 (2.263756340200251) | > loss_1: 32.2059211730957 (33.9889254136519)  --> STEP: 12 | > loss_disc: 2.406153678894043 (2.3358904918034873) | > loss_disc_real_0: 0.1327541023492813 (0.14972950518131256) | > loss_disc_real_1: 0.13395726680755615 (0.13099039097627005) | > loss_disc_real_2: 0.20288990437984467 (0.20966160918275514) | > loss_disc_real_3: 0.21408161520957947 (0.27350985507170356) | > loss_disc_real_4: 0.23486097157001495 (0.26771251608928043) | > loss_disc_real_5: 0.2372913956642151 (0.24413602923353514) | > loss_0: 2.406153678894043 (2.3358904918034873) | > loss_gen: 2.344700336456299 (2.555155634880066) | > loss_kl: 1.7554044723510742 (2.3220264514287314) | > loss_feat: 6.381328582763672 (6.818580706914266) | > loss_mel: 20.54702377319336 (19.971347967783608) | > loss_duration: 2.228177547454834 (2.2607914408047995) | > loss_1: 33.25663375854492 (33.927901109059654)  --> STEP: 13 | > loss_disc: 2.418447971343994 (2.3422410671527567) | > loss_disc_real_0: 0.21940621733665466 (0.15508925227018502) | > loss_disc_real_1: 0.18986524641513824 (0.13551922601002914) | > loss_disc_real_2: 0.17628543078899384 (0.2070942108447735) | > loss_disc_real_3: 0.28172799944877625 (0.27414202002378607) | > loss_disc_real_4: 0.2637232840061188 (0.2674056520828834) | > loss_disc_real_5: 0.2351682484149933 (0.24344619993980116) | > loss_0: 2.418447971343994 (2.3422410671527567) | > loss_gen: 2.380188226699829 (2.541696603481586) | > loss_kl: 2.503972291946411 (2.336022285314707) | > loss_feat: 5.242310523986816 (6.697329154381385) | > loss_mel: 14.326665878295898 (19.53714165320763) | > loss_duration: 2.1738171577453613 (2.254101111338689) | > loss_1: 26.626953125 (33.36628972567045)  --> STEP: 14 | > loss_disc: 2.4612131118774414 (2.350739070347377) | > loss_disc_real_0: 0.20204994082450867 (0.15844358716692244) | > loss_disc_real_1: 0.07442528754472733 (0.13115537326250756) | > loss_disc_real_2: 0.18978580832481384 (0.2058578963790621) | > loss_disc_real_3: 0.2747180461883545 (0.2741831647498267) | > loss_disc_real_4: 0.2895938456058502 (0.2689905230488096) | > loss_disc_real_5: 0.2526330053806305 (0.2441024003284318) | > loss_0: 2.4612131118774414 (2.350739070347377) | > loss_gen: 2.3456196784973145 (2.5276911088398526) | > loss_kl: 2.5737075805664062 (2.3529998064041138) | > loss_feat: 7.240739345550537 (6.736144168036325) | > loss_mel: 21.06858253479004 (19.646530287606375) | > loss_duration: 2.3063509464263916 (2.257833242416382) | > loss_1: 35.53499984741211 (33.521197591509136)  --> STEP: 15 | > loss_disc: 2.2105674743652344 (2.341394297281901) | > loss_disc_real_0: 0.06019764021039009 (0.15189385736982028) | > loss_disc_real_1: 0.10695070773363113 (0.1295417288939158) | > loss_disc_real_2: 0.17339865863323212 (0.20369394719600678) | > loss_disc_real_3: 0.24413375556468964 (0.2721798708041509) | > loss_disc_real_4: 0.24022766947746277 (0.2670729994773865) | > loss_disc_real_5: 0.20803606510162354 (0.2416979779799779) | > loss_0: 2.2105674743652344 (2.341394297281901) | > loss_gen: 2.4703497886657715 (2.5238683541615803) | > loss_kl: 2.971130132675171 (2.3942084948221845) | > loss_feat: 7.491971492767334 (6.786532656351725) | > loss_mel: 21.350170135498047 (19.76010627746582) | > loss_duration: 2.254516124725342 (2.257612101236979) | > loss_1: 36.53813552856445 (33.722326787312824)  --> STEP: 16 | > loss_disc: 2.5680527687072754 (2.355560451745987) | > loss_disc_real_0: 0.17522883415222168 (0.15335229341872036) | > loss_disc_real_1: 0.15462516248226166 (0.13110944349318743) | > loss_disc_real_2: 0.23374004662036896 (0.2055718284100294) | > loss_disc_real_3: 0.298097163438797 (0.2737997015938163) | > loss_disc_real_4: 0.2863144874572754 (0.26827559247612953) | > loss_disc_real_5: 0.21326136589050293 (0.23992068972438574) | > loss_0: 2.5680527687072754 (2.355560451745987) | > loss_gen: 2.5108957290649414 (2.5230575650930405) | > loss_kl: 1.9578009843826294 (2.366933025419712) | > loss_feat: 6.723898887634277 (6.782618045806885) | > loss_mel: 16.470151901245117 (19.554484128952026) | > loss_duration: 2.356457233428955 (2.2637899219989777) | > loss_1: 30.019203186035156 (33.49088156223297)  --> STEP: 17 | > loss_disc: 2.282834053039551 (2.351282428292667) | > loss_disc_real_0: 0.11306342482566833 (0.15098235997207024) | > loss_disc_real_1: 0.14855967462062836 (0.13213592767715454) | > loss_disc_real_2: 0.1919708102941513 (0.2047717685208601) | > loss_disc_real_3: 0.20786365866661072 (0.26992111083339243) | > loss_disc_real_4: 0.2426367700099945 (0.2667674264487098) | > loss_disc_real_5: 0.27271851897239685 (0.24184997379779816) | > loss_0: 2.282834053039551 (2.351282428292667) | > loss_gen: 2.433177947998047 (2.517770528793335) | > loss_kl: 1.868322730064392 (2.33760300804587) | > loss_feat: 5.417187213897705 (6.702298585106345) | > loss_mel: 18.77018928527832 (19.50834913814769) | > loss_duration: 2.3411526679992676 (2.2683406717637005) | > loss_1: 30.830028533935547 (33.33436079586254)  --> STEP: 18 | > loss_disc: 2.280423641204834 (2.3473458290100098) | > loss_disc_real_0: 0.14525136351585388 (0.15066397128005823) | > loss_disc_real_1: 0.09654449671506882 (0.13015862595703867) | > loss_disc_real_2: 0.17389799654483795 (0.20305655896663666) | > loss_disc_real_3: 0.19861190021038055 (0.2659594880210029) | > loss_disc_real_4: 0.2810429334640503 (0.2675605101717843) | > loss_disc_real_5: 0.21105049550533295 (0.24013889167043898) | > loss_0: 2.280423641204834 (2.3473458290100098) | > loss_gen: 2.523155927658081 (2.518069717619154) | > loss_kl: 2.397814989089966 (2.340948118103875) | > loss_feat: 9.346094131469727 (6.849176115459866) | > loss_mel: 19.23394203186035 (19.493104298909504) | > loss_duration: 2.2333531379699707 (2.266396919886271) | > loss_1: 35.73435974121094 (33.46769407060411)  --> STEP: 19 | > loss_disc: 2.547072410583496 (2.3578577543559827) | > loss_disc_real_0: 0.2029482126235962 (0.1534157734560339) | > loss_disc_real_1: 0.10117649286985397 (0.12863325053139738) | > loss_disc_real_2: 0.20615383982658386 (0.20321957374873914) | > loss_disc_real_3: 0.3041277229785919 (0.26796834249245494) | > loss_disc_real_4: 0.32405099272727966 (0.27053369346417877) | > loss_disc_real_5: 0.2694033682346344 (0.24167912727908084) | > loss_0: 2.547072410583496 (2.3578577543559827) | > loss_gen: 2.4054713249206543 (2.5121434864244963) | > loss_kl: 1.628853678703308 (2.303469463398582) | > loss_feat: 6.542572975158691 (6.833039108075593) | > loss_mel: 19.195354461669922 (19.477433254844264) | > loss_duration: 2.325596570968628 (2.2695126909958687) | > loss_1: 32.09785079956055 (33.39559705633866)  --> STEP: 20 | > loss_disc: 2.055337429046631 (2.342731738090515) | > loss_disc_real_0: 0.08200335502624512 (0.14984515253454447) | > loss_disc_real_1: 0.119666188955307 (0.12818489745259284) | > loss_disc_real_2: 0.22307677567005157 (0.20421243384480475) | > loss_disc_real_3: 0.31675004959106445 (0.2704074278473854) | > loss_disc_real_4: 0.27697280049324036 (0.27085564881563184) | > loss_disc_real_5: 0.22152532637119293 (0.24067143723368645) | > loss_0: 2.055337429046631 (2.342731738090515) | > loss_gen: 2.7010512351989746 (2.5215888738632204) | > loss_kl: 2.0467512607574463 (2.290633553266525) | > loss_feat: 6.168992042541504 (6.799836754798889) | > loss_mel: 20.642101287841797 (19.53566665649414) | > loss_duration: 2.283827781677246 (2.2702284455299377) | > loss_1: 33.84272384643555 (33.417953395843504)  --> STEP: 21 | > loss_disc: 2.343520164489746 (2.342769282204764) | > loss_disc_real_0: 0.09420882165431976 (0.14719580344500996) | > loss_disc_real_1: 0.12770240008831024 (0.128161921387627) | > loss_disc_real_2: 0.3059729039669037 (0.20905817051728567) | > loss_disc_real_3: 0.27219337224960327 (0.2704924728189196) | > loss_disc_real_4: 0.2754105031490326 (0.2710725466410319) | > loss_disc_real_5: 0.27956444025039673 (0.24252348499638693) | > loss_0: 2.343520164489746 (2.342769282204764) | > loss_gen: 2.5956859588623047 (2.5251173064822243) | > loss_kl: 1.9444431066513062 (2.2741482939038957) | > loss_feat: 6.523715019226074 (6.786688100723993) | > loss_mel: 16.400596618652344 (19.386377607073104) | > loss_duration: 2.1686103343963623 (2.2653894878569103) | > loss_1: 29.6330509185791 (33.2377199445452)  --> STEP: 22 | > loss_disc: 2.3987786769866943 (2.345315163785761) | > loss_disc_real_0: 0.12193675339221954 (0.14604766480624676) | > loss_disc_real_1: 0.08439617604017258 (0.12617256932637907) | > loss_disc_real_2: 0.2125989943742752 (0.20921911705623975) | > loss_disc_real_3: 0.22738339006900787 (0.26853296905755997) | > loss_disc_real_4: 0.21183137595653534 (0.26837976615537296) | > loss_disc_real_5: 0.2076403796672821 (0.24093788929960944) | > loss_0: 2.3987786769866943 (2.345315163785761) | > loss_gen: 2.3193750381469727 (2.5157653851942583) | > loss_kl: 1.9587041139602661 (2.259809922088276) | > loss_feat: 8.449134826660156 (6.862253860993818) | > loss_mel: 20.10955047607422 (19.41924910111861) | > loss_duration: 2.14475417137146 (2.259906064380299) | > loss_1: 34.98151779174805 (33.316983483054415)  --> STEP: 23 | > loss_disc: 2.4385273456573486 (2.3493678673453955) | > loss_disc_real_0: 0.13542619347572327 (0.14558586170491966) | > loss_disc_real_1: 0.1510453224182129 (0.12725399337385013) | > loss_disc_real_2: 0.22806261479854584 (0.21003839956677478) | > loss_disc_real_3: 0.2727033793926239 (0.268714291246041) | > loss_disc_real_4: 0.29169344902038574 (0.2693934045408083) | > loss_disc_real_5: 0.27284640073776245 (0.24232521588387695) | > loss_0: 2.4385273456573486 (2.3493678673453955) | > loss_gen: 2.372509717941284 (2.5095368779223897) | > loss_kl: 3.079746723175049 (2.295459348222484) | > loss_feat: 6.213214874267578 (6.834034774614417) | > loss_mel: 19.98605728149414 (19.44389293504798) | > loss_duration: 2.2524285316467285 (2.2595809542614482) | > loss_1: 33.90395736694336 (33.34250408670176)  --> STEP: 24 | > loss_disc: 2.5085110664367676 (2.3559988339742026) | > loss_disc_real_0: 0.16735929250717163 (0.14649308798834684) | > loss_disc_real_1: 0.095169797539711 (0.125917151880761) | > loss_disc_real_2: 0.19818639755249023 (0.20954456614951292) | > loss_disc_real_3: 0.22457268834114075 (0.26687505779167014) | > loss_disc_real_4: 0.2688703238964081 (0.2693716095139583) | > loss_disc_real_5: 0.263594388961792 (0.2432114314287901) | > loss_0: 2.5085110664367676 (2.3559988339742026) | > loss_gen: 2.2372474670410156 (2.4981914858023324) | > loss_kl: 2.516690492630005 (2.3046773125727973) | > loss_feat: 9.684557914733887 (6.952806572119395) | > loss_mel: 18.34819793701172 (19.39823897679647) | > loss_duration: 2.4012956619262695 (2.2654857337474823) | > loss_1: 35.18798828125 (33.4193992614746)  --> STEP: 25 | > loss_disc: 2.49417781829834 (2.361525993347168) | > loss_disc_real_0: 0.16696511209011078 (0.1473119689524174) | > loss_disc_real_1: 0.09953061491250992 (0.12486169040203095) | > loss_disc_real_2: 0.25506657361984253 (0.2113654464483261) | > loss_disc_real_3: 0.20393610000610352 (0.2643574994802475) | > loss_disc_real_4: 0.26863813400268555 (0.2693422704935074) | > loss_disc_real_5: 0.1961667388677597 (0.24132964372634888) | > loss_0: 2.49417781829834 (2.361525993347168) | > loss_gen: 2.139832019805908 (2.4838571071624758) | > loss_kl: 2.4263522624969482 (2.309544310569763) | > loss_feat: 6.419439315795898 (6.931471881866455) | > loss_mel: 17.914615631103516 (19.338894042968754) | > loss_duration: 2.330324172973633 (2.2680792713165285) | > loss_1: 31.230562210083008 (33.331845779418934)  --> STEP: 26 | > loss_disc: 3.340468406677246 (2.399177624629094) | > loss_disc_real_0: 0.31638461351394653 (0.1538147629740147) | > loss_disc_real_1: 0.17848241329193115 (0.12692402589779633) | > loss_disc_real_2: 0.19695641100406647 (0.21081125277739304) | > loss_disc_real_3: 0.2627517580986023 (0.26429574019633806) | > loss_disc_real_4: 0.38647934794425964 (0.2738475427031517) | > loss_disc_real_5: 0.5033713579177856 (0.2514081711952503) | > loss_0: 3.340468406677246 (2.399177624629094) | > loss_gen: 1.8890974521636963 (2.460981735816369) | > loss_kl: 2.1183013916015625 (2.302188813686371) | > loss_feat: 13.273258209228516 (7.17538674061115) | > loss_mel: 21.94584846496582 (19.439161520737873) | > loss_duration: 2.2725348472595215 (2.2682506396220283) | > loss_1: 41.49904251098633 (33.645968730633065) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022968512315016537 (-0.00012233624091515178) | > avg_loss_disc: 2.399177624629094 (+0.10411527065130333) | > avg_loss_disc_real_0: 0.1538147629740147 (+0.006324815348937002) | > avg_loss_disc_real_1: 0.12692402589779633 (-0.07846128195524216) | > avg_loss_disc_real_2: 0.21081125277739304 (-0.03276837072693384) | > avg_loss_disc_real_3: 0.26429574019633806 (-0.006939807763466532) | > avg_loss_disc_real_4: 0.2738475427031517 (+0.02667579398705408) | > avg_loss_disc_real_5: 0.2514081711952503 (+0.01601452495043093) | > avg_loss_0: 2.399177624629094 (+0.10411527065130333) | > avg_loss_gen: 2.460981735816369 (-0.2623557677635775) | > avg_loss_kl: 2.302188813686371 (+0.0949835318785448) | > avg_loss_feat: 7.17538674061115 (-0.40219569206237793) | > avg_loss_mel: 19.439161520737873 (+0.08605032700759097) | > avg_loss_duration: 2.2682506396220283 (+0.005609888296861154) | > avg_loss_1: 33.645968730633065 (-0.4779083545391458)  > EPOCH: 166/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:13:08)   --> TIME: 2024-06-10 22:13:16 -- STEP: 19/330 -- GLOBAL_STEP: 142800 | > loss_disc: 2.3320140838623047 (2.289791646756624) | > loss_disc_real_0: 0.13164734840393066 (0.11472004965731972) | > loss_disc_real_1: 0.2068931758403778 (0.20324569862139852) | > loss_disc_real_2: 0.22370384633541107 (0.2189610059324064) | > loss_disc_real_3: 0.21619127690792084 (0.22120687208677592) | > loss_disc_real_4: 0.20233847200870514 (0.22402565259682505) | > loss_disc_real_5: 0.18266770243644714 (0.21213341700403313) | > loss_0: 2.3320140838623047 (2.289791646756624) | > grad_norm_0: tensor(18.5046, device='cuda:0') (tensor(12.6217, device='cuda:0')) | > loss_gen: 2.3973307609558105 (2.5380982850727283) | > loss_kl: 1.8535209894180298 (1.6832126629979987) | > loss_feat: 7.837788105010986 (6.981612983502839) | > loss_mel: 19.214054107666016 (19.26601891768606) | > loss_duration: 2.0866456031799316 (2.1758972218162134) | > loss_1: 33.389339447021484 (32.644840240478516) | > grad_norm_1: tensor(193.0867, device='cuda:0') (tensor(148.6911, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3521 (0.3420044120989348) | > loader_time: 0.0029 (0.0030219052967272305)  --> TIME: 2024-06-10 22:13:25 -- STEP: 44/330 -- GLOBAL_STEP: 142825 | > loss_disc: 2.3543169498443604 (2.266721443696456) | > loss_disc_real_0: 0.14739912748336792 (0.11202754605222832) | > loss_disc_real_1: 0.16289784014225006 (0.19844958050684494) | > loss_disc_real_2: 0.21240833401679993 (0.21557418561794542) | > loss_disc_real_3: 0.21803714334964752 (0.22211194377053867) | > loss_disc_real_4: 0.2252150923013687 (0.2167938148433512) | > loss_disc_real_5: 0.20574672520160675 (0.20997562598098407) | > loss_0: 2.3543169498443604 (2.266721443696456) | > grad_norm_0: tensor(18.7530, device='cuda:0') (tensor(10.5041, device='cuda:0')) | > loss_gen: 2.3029606342315674 (2.5710897662422867) | > loss_kl: 1.6869333982467651 (1.6779911192980679) | > loss_feat: 7.013097286224365 (7.251211924986406) | > loss_mel: 18.801605224609375 (19.25896349820224) | > loss_duration: 2.0078930854797363 (2.109772931445728) | > loss_1: 31.812490463256836 (32.8690294785933) | > grad_norm_1: tensor(131.1121, device='cuda:0') (tensor(119.4147, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3569 (0.3471994562582536) | > loader_time: 0.0033 (0.0031233592466874557)  --> TIME: 2024-06-10 22:13:34 -- STEP: 69/330 -- GLOBAL_STEP: 142850 | > loss_disc: 2.346410036087036 (2.2586417889249497) | > loss_disc_real_0: 0.14914172887802124 (0.1105646830106127) | > loss_disc_real_1: 0.24876058101654053 (0.1986239751180013) | > loss_disc_real_2: 0.23371562361717224 (0.21425150421218594) | > loss_disc_real_3: 0.23952361941337585 (0.2203577746083771) | > loss_disc_real_4: 0.22433039546012878 (0.216160433879797) | > loss_disc_real_5: 0.1936662495136261 (0.20860337109669394) | > loss_0: 2.346410036087036 (2.2586417889249497) | > grad_norm_0: tensor(29.5034, device='cuda:0') (tensor(10.3311, device='cuda:0')) | > loss_gen: 2.661241054534912 (2.5784328813138213) | > loss_kl: 1.5162816047668457 (1.6860238158184548) | > loss_feat: 7.358133316040039 (7.336141461911409) | > loss_mel: 19.10333251953125 (19.33203351670418) | > loss_duration: 2.0054404735565186 (2.085354084553926) | > loss_1: 32.64442825317383 (33.0179860211801) | > grad_norm_1: tensor(341.0032, device='cuda:0') (tensor(119.3067, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3631 (0.35104877706887067) | > loader_time: 0.0034 (0.003241100173065628)  --> TIME: 2024-06-10 22:13:43 -- STEP: 94/330 -- GLOBAL_STEP: 142875 | > loss_disc: 2.273099660873413 (2.2688289627115776) | > loss_disc_real_0: 0.1056160181760788 (0.11024632336611444) | > loss_disc_real_1: 0.23262637853622437 (0.19855853899362244) | > loss_disc_real_2: 0.24553684890270233 (0.2149732845260742) | > loss_disc_real_3: 0.22805151343345642 (0.22185353253116) | > loss_disc_real_4: 0.23785050213336945 (0.21833437570232025) | > loss_disc_real_5: 0.21891552209854126 (0.21087002643245337) | > loss_0: 2.273099660873413 (2.2688289627115776) | > grad_norm_0: tensor(11.1121, device='cuda:0') (tensor(11.4440, device='cuda:0')) | > loss_gen: 2.614227533340454 (2.5813168693096076) | > loss_kl: 1.713871955871582 (1.6943961090229926) | > loss_feat: 7.848587989807129 (7.335725510374028) | > loss_mel: 20.210336685180664 (19.303165151717813) | > loss_duration: 2.0735578536987305 (2.075803490395242) | > loss_1: 34.4605827331543 (32.990407375579196) | > grad_norm_1: tensor(127.6758, device='cuda:0') (tensor(145.5174, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3677 (0.3527060569600856) | > loader_time: 0.0037 (0.0033769708998659825)  --> TIME: 2024-06-10 22:13:52 -- STEP: 119/330 -- GLOBAL_STEP: 142900 | > loss_disc: 2.2767789363861084 (2.2763855216883817) | > loss_disc_real_0: 0.07877137511968613 (0.11151838534269012) | > loss_disc_real_1: 0.20269356667995453 (0.1993859882364754) | > loss_disc_real_2: 0.2236100137233734 (0.21633584171283146) | > loss_disc_real_3: 0.23077166080474854 (0.221469350346998) | > loss_disc_real_4: 0.21519654989242554 (0.21736739125071453) | > loss_disc_real_5: 0.22247442603111267 (0.20990151655273281) | > loss_0: 2.2767789363861084 (2.2763855216883817) | > grad_norm_0: tensor(11.4754, device='cuda:0') (tensor(13.5554, device='cuda:0')) | > loss_gen: 2.5310544967651367 (2.583264859784551) | > loss_kl: 1.6813002824783325 (1.6966072040445663) | > loss_feat: 7.559293270111084 (7.354052920301421) | > loss_mel: 19.049009323120117 (19.329473463427117) | > loss_duration: 2.041778564453125 (2.0722199247664763) | > loss_1: 32.8624382019043 (33.03561840538218) | > grad_norm_1: tensor(158.0041, device='cuda:0') (tensor(176.7980, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3486 (0.35466844294251515) | > loader_time: 0.0039 (0.003521356262078806)  --> TIME: 2024-06-10 22:14:01 -- STEP: 144/330 -- GLOBAL_STEP: 142925 | > loss_disc: 2.251149892807007 (2.2805807292461404) | > loss_disc_real_0: 0.08305927366018295 (0.11211112069172992) | > loss_disc_real_1: 0.18071796000003815 (0.20035307357708615) | > loss_disc_real_2: 0.16420529782772064 (0.21624804743462142) | > loss_disc_real_3: 0.21211974322795868 (0.2222651316680842) | > loss_disc_real_4: 0.22510646283626556 (0.2170574791315529) | > loss_disc_real_5: 0.2235233187675476 (0.2100844765082002) | > loss_0: 2.251149892807007 (2.2805807292461404) | > grad_norm_0: tensor(27.4781, device='cuda:0') (tensor(15.1200, device='cuda:0')) | > loss_gen: 2.5861244201660156 (2.585172368420495) | > loss_kl: 1.7547115087509155 (1.7026276977525816) | > loss_feat: 7.764040470123291 (7.369017779827118) | > loss_mel: 19.268892288208008 (19.349733498361374) | > loss_duration: 2.049089193344116 (2.0736359953880314) | > loss_1: 33.422855377197266 (33.08018741342758) | > grad_norm_1: tensor(321.5552, device='cuda:0') (tensor(188.6641, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3644 (0.35690485768848) | > loader_time: 0.0044 (0.003653721676932441)  --> TIME: 2024-06-10 22:14:11 -- STEP: 169/330 -- GLOBAL_STEP: 142950 | > loss_disc: 2.126070499420166 (2.277277348309581) | > loss_disc_real_0: 0.10357005894184113 (0.11246663111554095) | > loss_disc_real_1: 0.20278744399547577 (0.20025692315849328) | > loss_disc_real_2: 0.25407347083091736 (0.21527567867343947) | > loss_disc_real_3: 0.21798688173294067 (0.2222233030217639) | > loss_disc_real_4: 0.21496440470218658 (0.2170534449568867) | > loss_disc_real_5: 0.19199347496032715 (0.20994559891477843) | > loss_0: 2.126070499420166 (2.277277348309581) | > grad_norm_0: tensor(8.8860, device='cuda:0') (tensor(14.8771, device='cuda:0')) | > loss_gen: 2.7876434326171875 (2.585399157902193) | > loss_kl: 1.7179644107818604 (1.7082163680939988) | > loss_feat: 7.702753067016602 (7.37838098142274) | > loss_mel: 19.669361114501953 (19.35471724335259) | > loss_duration: 2.1151556968688965 (2.076143113819101) | > loss_1: 33.99287796020508 (33.10285693512867) | > grad_norm_1: tensor(204.2377, device='cuda:0') (tensor(186.8825, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3847 (0.35979537992082405) | > loader_time: 0.0043 (0.0037846917936787804)  --> TIME: 2024-06-10 22:14:21 -- STEP: 194/330 -- GLOBAL_STEP: 142975 | > loss_disc: 2.3017919063568115 (2.2808850253980206) | > loss_disc_real_0: 0.07637166231870651 (0.1124932580080229) | > loss_disc_real_1: 0.18166598677635193 (0.20012498001769646) | > loss_disc_real_2: 0.21009498834609985 (0.21520525693278952) | > loss_disc_real_3: 0.2543395459651947 (0.22294240298959397) | > loss_disc_real_4: 0.1936764270067215 (0.21777926339316614) | > loss_disc_real_5: 0.17114537954330444 (0.2106301353610668) | > loss_0: 2.3017919063568115 (2.2808850253980206) | > grad_norm_0: tensor(34.7110, device='cuda:0') (tensor(16.2857, device='cuda:0')) | > loss_gen: 2.7071785926818848 (2.583811800504468) | > loss_kl: 1.8367679119110107 (1.7105805837002) | > loss_feat: 7.751875400543213 (7.371651239001874) | > loss_mel: 20.104167938232422 (19.325705311962018) | > loss_duration: 2.090894937515259 (2.0819160766208302) | > loss_1: 34.49088668823242 (33.07366513714348) | > grad_norm_1: tensor(306.7023, device='cuda:0') (tensor(197.5713, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.3849 (0.36304155821652756) | > loader_time: 0.0046 (0.00393892194806915)  --> TIME: 2024-06-10 22:14:31 -- STEP: 219/330 -- GLOBAL_STEP: 143000 | > loss_disc: 2.2663934230804443 (2.273200832001152) | > loss_disc_real_0: 0.07603557407855988 (0.11070822114677734) | > loss_disc_real_1: 0.2182176113128662 (0.19953918276720395) | > loss_disc_real_2: 0.22533801198005676 (0.21507520721927625) | > loss_disc_real_3: 0.24567028880119324 (0.22221709345573704) | > loss_disc_real_4: 0.2935692071914673 (0.2162896438956805) | > loss_disc_real_5: 0.19977180659770966 (0.21036641891688518) | > loss_0: 2.2663934230804443 (2.273200832001152) | > grad_norm_0: tensor(16.0328, device='cuda:0') (tensor(17.2776, device='cuda:0')) | > loss_gen: 2.6790566444396973 (2.6045313926592253) | > loss_kl: 1.8137937784194946 (1.719174223947743) | > loss_feat: 8.907241821289062 (7.450533146183241) | > loss_mel: 19.228374481201172 (19.298647005264083) | > loss_duration: 2.145331382751465 (2.0876627120797506) | > loss_1: 34.773799896240234 (33.160548580291604) | > grad_norm_1: tensor(305.5664, device='cuda:0') (tensor(208.1932, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.4001 (0.3666782498904015) | > loader_time: 0.0055 (0.004077585864829147) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_143000.pth  --> TIME: 2024-06-10 22:14:46 -- STEP: 244/330 -- GLOBAL_STEP: 143025 | > loss_disc: 2.326159954071045 (2.2781498275819385) | > loss_disc_real_0: 0.13465864956378937 (0.11277924036820892) | > loss_disc_real_1: 0.22691529989242554 (0.1996728892392311) | > loss_disc_real_2: 0.20832306146621704 (0.21508297647853367) | > loss_disc_real_3: 0.20107272267341614 (0.22285834339554192) | > loss_disc_real_4: 0.21562740206718445 (0.21749021839655813) | > loss_disc_real_5: 0.20059317350387573 (0.2107364618998082) | > loss_0: 2.326159954071045 (2.2781498275819385) | > grad_norm_0: tensor(40.8909, device='cuda:0') (tensor(19.4226, device='cuda:0')) | > loss_gen: 2.3841137886047363 (2.6107240055428167) | > loss_kl: 1.673830270767212 (1.7222066072166946) | > loss_feat: 7.71787691116333 (7.4605544961866785) | > loss_mel: 18.725109100341797 (19.292151841960976) | > loss_duration: 2.114652156829834 (2.0951999660398144) | > loss_1: 32.61558151245117 (33.18083696678034) | > grad_norm_1: tensor(281.0877, device='cuda:0') (tensor(224.4738, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.4303 (0.37282299995422363) | > loader_time: 0.0061 (0.004212042347329563)  --> TIME: 2024-06-10 22:14:57 -- STEP: 269/330 -- GLOBAL_STEP: 143050 | > loss_disc: 2.2236123085021973 (2.2747683693485206) | > loss_disc_real_0: 0.11087271571159363 (0.11272209410496803) | > loss_disc_real_1: 0.16522139310836792 (0.19954843306740863) | > loss_disc_real_2: 0.1920936107635498 (0.21497135484750385) | > loss_disc_real_3: 0.23461158573627472 (0.22248987100159812) | > loss_disc_real_4: 0.2138606607913971 (0.21696590679285693) | > loss_disc_real_5: 0.2394384890794754 (0.21009163780061726) | > loss_0: 2.2236123085021973 (2.2747683693485206) | > grad_norm_0: tensor(15.5074, device='cuda:0') (tensor(19.5114, device='cuda:0')) | > loss_gen: 2.6003987789154053 (2.6129896312841243) | > loss_kl: 1.7760745286941528 (1.725246410830757) | > loss_feat: 7.35188102722168 (7.491108449418306) | > loss_mel: 19.366191864013672 (19.269619037670722) | > loss_duration: 2.203660011291504 (2.1018944619756654) | > loss_1: 33.2982063293457 (33.200858020427916) | > grad_norm_1: tensor(197.8564, device='cuda:0') (tensor(228.0431, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.4582 (0.37874014404183426) | > loader_time: 0.0061 (0.00435877643996455)  --> TIME: 2024-06-10 22:15:09 -- STEP: 294/330 -- GLOBAL_STEP: 143075 | > loss_disc: 2.192070960998535 (2.2774421779476888) | > loss_disc_real_0: 0.10330669581890106 (0.11347495312137261) | > loss_disc_real_1: 0.1900157630443573 (0.2002960750896509) | > loss_disc_real_2: 0.2153429090976715 (0.21510608778113408) | > loss_disc_real_3: 0.20818518102169037 (0.22279730804112494) | > loss_disc_real_4: 0.19585801661014557 (0.21745106983347) | > loss_disc_real_5: 0.1805422008037567 (0.20955283301217212) | > loss_0: 2.192070960998535 (2.2774421779476888) | > grad_norm_0: tensor(25.4943, device='cuda:0') (tensor(19.9683, device='cuda:0')) | > loss_gen: 2.8083438873291016 (2.610142539147616) | > loss_kl: 1.850648283958435 (1.7296454468551947) | > loss_feat: 8.34313678741455 (7.4989822900214165) | > loss_mel: 19.342370986938477 (19.252241381171615) | > loss_duration: 2.241776466369629 (2.11060326683278) | > loss_1: 34.586273193359375 (33.20161495727745) | > grad_norm_1: tensor(143.1378, device='cuda:0') (tensor(234.5771, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.4774 (0.38611507659055744) | > loader_time: 0.007 (0.004530141142760816)  --> TIME: 2024-06-10 22:15:23 -- STEP: 319/330 -- GLOBAL_STEP: 143100 | > loss_disc: 2.498661518096924 (2.27539561086314) | > loss_disc_real_0: 0.19292131066322327 (0.11396228460168761) | > loss_disc_real_1: 0.2502812147140503 (0.20078051900695487) | > loss_disc_real_2: 0.21724183857440948 (0.2147796316113218) | > loss_disc_real_3: 0.24290622770786285 (0.22202564201384875) | > loss_disc_real_4: 0.22573530673980713 (0.21682106420911593) | > loss_disc_real_5: 0.2245890498161316 (0.2091015277424576) | > loss_0: 2.498661518096924 (2.27539561086314) | > grad_norm_0: tensor(42.1909, device='cuda:0') (tensor(21.5262, device='cuda:0')) | > loss_gen: 2.6949734687805176 (2.613893606819701) | > loss_kl: 1.7543972730636597 (1.7330953323728986) | > loss_feat: 8.17213249206543 (7.548632439401082) | > loss_mel: 19.07410430908203 (19.212009872388695) | > loss_duration: 2.2805423736572266 (2.1230439108367234) | > loss_1: 33.97615051269531 (33.230675221984264) | > grad_norm_1: tensor(110.0069, device='cuda:0') (tensor(249.2158, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.5741 (0.39684175697613655) | > loader_time: 0.009 (0.004754748090307539)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3273868560791016 (2.3273868560791016) | > loss_disc_real_0: 0.15879446268081665 (0.15879446268081665) | > loss_disc_real_1: 0.20932437479496002 (0.20932437479496002) | > loss_disc_real_2: 0.2983376979827881 (0.2983376979827881) | > loss_disc_real_3: 0.24329109489917755 (0.24329109489917755) | > loss_disc_real_4: 0.3015700578689575 (0.3015700578689575) | > loss_disc_real_5: 0.2360249012708664 (0.2360249012708664) | > loss_0: 2.3273868560791016 (2.3273868560791016) | > loss_gen: 2.981804132461548 (2.981804132461548) | > loss_kl: 1.1908494234085083 (1.1908494234085083) | > loss_feat: 5.980184555053711 (5.980184555053711) | > loss_mel: 18.184364318847656 (18.184364318847656) | > loss_duration: 2.829695701599121 (2.829695701599121) | > loss_1: 31.16689682006836 (31.16689682006836)  --> STEP: 1 | > loss_disc: 2.1742496490478516 (2.1742496490478516) | > loss_disc_real_0: 0.09256024658679962 (0.09256024658679962) | > loss_disc_real_1: 0.17882636189460754 (0.17882636189460754) | > loss_disc_real_2: 0.18516960740089417 (0.18516960740089417) | > loss_disc_real_3: 0.2375747263431549 (0.2375747263431549) | > loss_disc_real_4: 0.239339679479599 (0.239339679479599) | > loss_disc_real_5: 0.16766169667243958 (0.16766169667243958) | > loss_0: 2.1742496490478516 (2.1742496490478516) | > loss_gen: 2.431472063064575 (2.431472063064575) | > loss_kl: 2.4464011192321777 (2.4464011192321777) | > loss_feat: 5.634054660797119 (5.634054660797119) | > loss_mel: 17.185630798339844 (17.185630798339844) | > loss_duration: 2.2958738803863525 (2.2958738803863525) | > loss_1: 29.993432998657227 (29.993432998657227)  --> STEP: 2 | > loss_disc: 2.1339566707611084 (2.15410315990448) | > loss_disc_real_0: 0.08922548592090607 (0.09089286625385284) | > loss_disc_real_1: 0.19089387357234955 (0.18486011773347855) | > loss_disc_real_2: 0.24369554221630096 (0.21443257480859756) | > loss_disc_real_3: 0.2847907543182373 (0.2611827403306961) | > loss_disc_real_4: 0.24758094549179077 (0.24346031248569489) | > loss_disc_real_5: 0.2717359662055969 (0.21969883143901825) | > loss_0: 2.1339566707611084 (2.15410315990448) | > loss_gen: 3.1247808933258057 (2.7781264781951904) | > loss_kl: 2.0079898834228516 (2.2271955013275146) | > loss_feat: 7.4911088943481445 (6.562581777572632) | > loss_mel: 20.53772735595703 (18.861679077148438) | > loss_duration: 2.400315761566162 (2.3480948209762573) | > loss_1: 35.56192398071289 (32.77767848968506)  --> STEP: 3 | > loss_disc: 2.4367871284484863 (2.248331149419149) | > loss_disc_real_0: 0.13098183274269104 (0.10425585508346558) | > loss_disc_real_1: 0.16875731945037842 (0.1794925183057785) | > loss_disc_real_2: 0.19966308772563934 (0.20950941244761148) | > loss_disc_real_3: 0.2790420949459076 (0.2671358585357666) | > loss_disc_real_4: 0.30876070261001587 (0.2652271091938019) | > loss_disc_real_5: 0.34169650077819824 (0.26036472121874493) | > loss_0: 2.4367871284484863 (2.248331149419149) | > loss_gen: 2.439204216003418 (2.665152390797933) | > loss_kl: 2.5599708557128906 (2.338120619455973) | > loss_feat: 4.888472557067871 (6.004545370737712) | > loss_mel: 18.692983627319336 (18.805447260538738) | > loss_duration: 2.2083444595336914 (2.301511367162069) | > loss_1: 30.78897476196289 (32.114777247111)  --> STEP: 4 | > loss_disc: 2.3241093158721924 (2.2672756910324097) | > loss_disc_real_0: 0.1931619942188263 (0.12648238986730576) | > loss_disc_real_1: 0.2635786533355713 (0.2005140520632267) | > loss_disc_real_2: 0.26673147082328796 (0.2238149270415306) | > loss_disc_real_3: 0.20317327976226807 (0.25114521384239197) | > loss_disc_real_4: 0.24780896306037903 (0.26087257266044617) | > loss_disc_real_5: 0.22181330621242523 (0.250726867467165) | > loss_0: 2.3241093158721924 (2.2672756910324097) | > loss_gen: 2.8849968910217285 (2.720113515853882) | > loss_kl: 2.7208805084228516 (2.433810591697693) | > loss_feat: 6.7411885261535645 (6.188706159591675) | > loss_mel: 18.54545783996582 (18.740449905395508) | > loss_duration: 2.268852710723877 (2.2933467030525208) | > loss_1: 33.161376953125 (32.3764271736145)  --> STEP: 5 | > loss_disc: 2.4744975566864014 (2.308720064163208) | > loss_disc_real_0: 0.22995811700820923 (0.14717753529548644) | > loss_disc_real_1: 0.3042683005332947 (0.22126490175724028) | > loss_disc_real_2: 0.2690010666847229 (0.23285215497016906) | > loss_disc_real_3: 0.3004333972930908 (0.26100285053253175) | > loss_disc_real_4: 0.3140939772129059 (0.27151685357093813) | > loss_disc_real_5: 0.2538265883922577 (0.25134681165218353) | > loss_0: 2.4744975566864014 (2.308720064163208) | > loss_gen: 3.1124839782714844 (2.798587608337402) | > loss_kl: 1.8761506080627441 (2.322278594970703) | > loss_feat: 5.727687835693359 (6.096502494812012) | > loss_mel: 20.316184997558594 (19.055596923828126) | > loss_duration: 2.4086036682128906 (2.316398096084595) | > loss_1: 33.44110870361328 (32.589363479614256)  --> STEP: 6 | > loss_disc: 2.0539121627807617 (2.266252080599467) | > loss_disc_real_0: 0.05122194439172745 (0.13118493681152663) | > loss_disc_real_1: 0.19430655241012573 (0.2167718435327212) | > loss_disc_real_2: 0.20296283066272736 (0.22787060091892877) | > loss_disc_real_3: 0.2754144072532654 (0.263404776652654) | > loss_disc_real_4: 0.2565634250640869 (0.2690246154864629) | > loss_disc_real_5: 0.2637251317501068 (0.25340986500183743) | > loss_0: 2.0539121627807617 (2.266252080599467) | > loss_gen: 2.997323513031006 (2.8317102591196694) | > loss_kl: 2.3817825317382812 (2.3321959177652993) | > loss_feat: 7.512721538543701 (6.332539002100627) | > loss_mel: 22.013965606689453 (19.54865837097168) | > loss_duration: 2.11588191986084 (2.2829787333806357) | > loss_1: 37.02167510986328 (33.32808208465576)  --> STEP: 7 | > loss_disc: 2.2016866207122803 (2.257028443472726) | > loss_disc_real_0: 0.12130371481180191 (0.1297733336687088) | > loss_disc_real_1: 0.25417667627334595 (0.22211539106709616) | > loss_disc_real_2: 0.26281076669692993 (0.23286205317292893) | > loss_disc_real_3: 0.22543354332447052 (0.2579803147486278) | > loss_disc_real_4: 0.22135715186595917 (0.26221497782639097) | > loss_disc_real_5: 0.27006983757019043 (0.2557898610830307) | > loss_0: 2.2016866207122803 (2.257028443472726) | > loss_gen: 2.9857726097106934 (2.8537191663469588) | > loss_kl: 3.337317943572998 (2.4757847785949707) | > loss_feat: 6.867050647735596 (6.4088978086199075) | > loss_mel: 18.827709197998047 (19.445665631975448) | > loss_duration: 2.4232096672058105 (2.303011723927089) | > loss_1: 34.44105911254883 (33.4870788029262)  --> STEP: 8 | > loss_disc: 1.9376236200332642 (2.2171028405427933) | > loss_disc_real_0: 0.08224844932556152 (0.12383272312581539) | > loss_disc_real_1: 0.1940702646970749 (0.2186097502708435) | > loss_disc_real_2: 0.1680426001548767 (0.22475962154567242) | > loss_disc_real_3: 0.15931840240955353 (0.24564757570624352) | > loss_disc_real_4: 0.19069330394268036 (0.2532747685909271) | > loss_disc_real_5: 0.263533353805542 (0.2567577976733446) | > loss_0: 1.9376236200332642 (2.2171028405427933) | > loss_gen: 2.9372787475585938 (2.864164113998413) | > loss_kl: 2.027308464050293 (2.419725239276886) | > loss_feat: 9.239583015441895 (6.762733459472656) | > loss_mel: 21.15633773803711 (19.659499645233154) | > loss_duration: 2.1945128440856934 (2.2894493639469147) | > loss_1: 37.55501937866211 (33.99557137489319)  --> STEP: 9 | > loss_disc: 2.703217029571533 (2.271115528212653) | > loss_disc_real_0: 0.328610897064209 (0.1465858535634147) | > loss_disc_real_1: 0.20190316438674927 (0.21675346295038858) | > loss_disc_real_2: 0.1805829554796219 (0.21985110309388903) | > loss_disc_real_3: 0.24241383373737335 (0.24528827104303572) | > loss_disc_real_4: 0.24306654930114746 (0.25214052200317383) | > loss_disc_real_5: 0.20835253596305847 (0.2513794352610906) | > loss_0: 2.703217029571533 (2.271115528212653) | > loss_gen: 2.5637683868408203 (2.8307868109809027) | > loss_kl: 2.3049161434173584 (2.406968673070272) | > loss_feat: 10.748208999633789 (7.205564075046116) | > loss_mel: 19.488540649414062 (19.640504201253254) | > loss_duration: 2.1283440589904785 (2.271548774507311) | > loss_1: 37.2337760925293 (34.35537189907498)  --> STEP: 10 | > loss_disc: 2.172649621963501 (2.261268937587738) | > loss_disc_real_0: 0.11848261207342148 (0.14377552941441535) | > loss_disc_real_1: 0.26895543932914734 (0.22197366058826445) | > loss_disc_real_2: 0.2157112956047058 (0.2194371223449707) | > loss_disc_real_3: 0.243546262383461 (0.24511407017707826) | > loss_disc_real_4: 0.18939103186130524 (0.24586557298898698) | > loss_disc_real_5: 0.1970701664686203 (0.24594850838184357) | > loss_0: 2.172649621963501 (2.261268937587738) | > loss_gen: 2.8272366523742676 (2.8304317951202393) | > loss_kl: 1.759372591972351 (2.3422090649604796) | > loss_feat: 7.644617080688477 (7.249469375610351) | > loss_mel: 19.44203758239746 (19.620657539367677) | > loss_duration: 2.327259063720703 (2.2771198034286497) | > loss_1: 34.00052261352539 (34.31988697052002)  --> STEP: 11 | > loss_disc: 2.1644463539123535 (2.2524668845263394) | > loss_disc_real_0: 0.10409078747034073 (0.14016782560131766) | > loss_disc_real_1: 0.18982139229774475 (0.21905072710730814) | > loss_disc_real_2: 0.21783818304538727 (0.21929176422682675) | > loss_disc_real_3: 0.2250838428735733 (0.24329314042221417) | > loss_disc_real_4: 0.2139694094657898 (0.2429659217596054) | > loss_disc_real_5: 0.16223959624767303 (0.23833860727873715) | > loss_0: 2.1644463539123535 (2.2524668845263394) | > loss_gen: 2.8155646324157715 (2.8290802348743784) | > loss_kl: 3.010587453842163 (2.4029707366769966) | > loss_feat: 7.915023326873779 (7.309974280270663) | > loss_mel: 18.050222396850586 (19.477890708229758) | > loss_duration: 2.3571267127990723 (2.284393158825961) | > loss_1: 34.14852523803711 (34.30430863120339)  --> STEP: 12 | > loss_disc: 2.070629119873047 (2.2373137374718985) | > loss_disc_real_0: 0.09088566899299622 (0.13606097921729088) | > loss_disc_real_1: 0.21306554973125458 (0.21855196232597032) | > loss_disc_real_2: 0.20282039046287537 (0.21791914974649748) | > loss_disc_real_3: 0.20319432020187378 (0.23995157207051912) | > loss_disc_real_4: 0.24612100422382355 (0.24322884529829025) | > loss_disc_real_5: 0.17155270278453827 (0.23277311523755392) | > loss_0: 2.070629119873047 (2.2373137374718985) | > loss_gen: 2.6102378368377686 (2.810843368371328) | > loss_kl: 2.249539852142334 (2.390184829632441) | > loss_feat: 6.151230335235596 (7.213412284851074) | > loss_mel: 19.508460998535156 (19.480438232421875) | > loss_duration: 2.1882901191711426 (2.2763845721880593) | > loss_1: 32.707759857177734 (34.171262900034584)  --> STEP: 13 | > loss_disc: 2.3018407821655273 (2.242277356294485) | > loss_disc_real_0: 0.1525610238313675 (0.1373302134183737) | > loss_disc_real_1: 0.27306240797042847 (0.2227450735293902) | > loss_disc_real_2: 0.21490773558616638 (0.21768750250339508) | > loss_disc_real_3: 0.2745673954486847 (0.24261432771499342) | > loss_disc_real_4: 0.23823562264442444 (0.24284475124799287) | > loss_disc_real_5: 0.28694823384284973 (0.2369404320533459) | > loss_0: 2.3018407821655273 (2.242277356294485) | > loss_gen: 3.0473573207855225 (2.829036749326266) | > loss_kl: 2.5271944999694824 (2.400724035042983) | > loss_feat: 7.942393779754639 (7.269487784459041) | > loss_mel: 19.619728088378906 (19.49115283672626) | > loss_duration: 2.142163038253784 (2.2660598388085) | > loss_1: 35.27883529663086 (34.25646077669584)  --> STEP: 14 | > loss_disc: 2.2883174419403076 (2.2455659338406155) | > loss_disc_real_0: 0.08116050064563751 (0.13331809107746398) | > loss_disc_real_1: 0.16906976699829102 (0.2189111230628831) | > loss_disc_real_2: 0.2464868277311325 (0.21974459716251918) | > loss_disc_real_3: 0.2266150563955307 (0.24147152262074606) | > loss_disc_real_4: 0.31631171703338623 (0.24809239166123526) | > loss_disc_real_5: 0.22683994472026825 (0.2362189686724118) | > loss_0: 2.2883174419403076 (2.2455659338406155) | > loss_gen: 2.6119585037231445 (2.8135311603546143) | > loss_kl: 2.962103843688965 (2.44082259280341) | > loss_feat: 6.349661827087402 (7.203785930361066) | > loss_mel: 22.266132354736328 (19.68936565944127) | > loss_duration: 2.3832199573516846 (2.2744284187044417) | > loss_1: 36.57307815551758 (34.421933446611675)  --> STEP: 15 | > loss_disc: 2.2034289836883545 (2.242756803830465) | > loss_disc_real_0: 0.18631106615066528 (0.13685095608234404) | > loss_disc_real_1: 0.2474169284105301 (0.22081151008605956) | > loss_disc_real_2: 0.18110358715057373 (0.2171685298283895) | > loss_disc_real_3: 0.15022492408752441 (0.2353884160518646) | > loss_disc_real_4: 0.1813652068376541 (0.2436439126729965) | > loss_disc_real_5: 0.23268619179725647 (0.2359834502140681) | > loss_0: 2.2034289836883545 (2.242756803830465) | > loss_gen: 3.225440740585327 (2.840991799036662) | > loss_kl: 2.6758241653442383 (2.456489364306132) | > loss_feat: 10.541382789611816 (7.42629238764445) | > loss_mel: 18.81122589111328 (19.6308230082194) | > loss_duration: 2.2921085357666016 (2.2756070931752523) | > loss_1: 37.545982360839844 (34.63020337422689)  --> STEP: 16 | > loss_disc: 2.460038900375366 (2.256336934864521) | > loss_disc_real_0: 0.1919156014919281 (0.14029249642044306) | > loss_disc_real_1: 0.14933046698570251 (0.21634394489228725) | > loss_disc_real_2: 0.2644355297088623 (0.22012271732091904) | > loss_disc_real_3: 0.24553924798965454 (0.2360228430479765) | > loss_disc_real_4: 0.2580065429210663 (0.24454157706350088) | > loss_disc_real_5: 0.28902173042297363 (0.2392983427271247) | > loss_0: 2.460038900375366 (2.256336934864521) | > loss_gen: 2.4673752784729004 (2.8176407665014267) | > loss_kl: 2.543379545211792 (2.4619200006127357) | > loss_feat: 7.451342582702637 (7.4278580248355865) | > loss_mel: 18.137964248657227 (19.537519335746765) | > loss_duration: 2.338252305984497 (2.27952241897583) | > loss_1: 32.93831253051758 (34.524460196495056)  --> STEP: 17 | > loss_disc: 2.012258529663086 (2.241979381617378) | > loss_disc_real_0: 0.07426691800355911 (0.1364086388665087) | > loss_disc_real_1: 0.22227568924427032 (0.2166928710306392) | > loss_disc_real_2: 0.20298241078853607 (0.21911446399548473) | > loss_disc_real_3: 0.230644091963768 (0.23570644592537598) | > loss_disc_real_4: 0.19004005193710327 (0.2413356049972422) | > loss_disc_real_5: 0.22504378855228424 (0.23845983954036937) | > loss_0: 2.012258529663086 (2.241979381617378) | > loss_gen: 3.0810675621032715 (2.833136460360359) | > loss_kl: 1.484215259552002 (2.404407957020928) | > loss_feat: 8.176068305969238 (7.4718703943140365) | > loss_mel: 20.092500686645508 (19.570165297564337) | > loss_duration: 2.3637170791625977 (2.28447504604564) | > loss_1: 35.197566986083984 (34.5640547135297)  --> STEP: 18 | > loss_disc: 2.239997386932373 (2.241869270801544) | > loss_disc_real_0: 0.3045347332954407 (0.14574897744589382) | > loss_disc_real_1: 0.09469117969274521 (0.20991499928964508) | > loss_disc_real_2: 0.20945605635643005 (0.21857788579331505) | > loss_disc_real_3: 0.19666433334350586 (0.23353743967082766) | > loss_disc_real_4: 0.2766138017177582 (0.24329550481504864) | > loss_disc_real_5: 0.23162490129470825 (0.23808012074894375) | > loss_0: 2.239997386932373 (2.241869270801544) | > loss_gen: 2.8109145164489746 (2.8319019079208374) | > loss_kl: 2.269542694091797 (2.396915442413754) | > loss_feat: 9.091630935668945 (7.561857091055976) | > loss_mel: 20.67487144470215 (19.631537861294216) | > loss_duration: 2.2209298610687256 (2.280944757991367) | > loss_1: 37.06788635253906 (34.70315647125244)  --> STEP: 19 | > loss_disc: 2.3475754261016846 (2.247432752659446) | > loss_disc_real_0: 0.10864965617656708 (0.14379638158961347) | > loss_disc_real_1: 0.14023268222808838 (0.2062475089179842) | > loss_disc_real_2: 0.20721182227134705 (0.21797967192373777) | > loss_disc_real_3: 0.22643961012363434 (0.23316386969465958) | > loss_disc_real_4: 0.2973639667034149 (0.24614121333548897) | > loss_disc_real_5: 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(2.325177824497223) | > loss_feat: 6.900957107543945 (7.496253895759582) | > loss_mel: 20.185901641845703 (19.663049983978272) | > loss_duration: 2.320753335952759 (2.283456814289093) | > loss_1: 33.611297607421875 (34.572748470306394)  --> STEP: 21 | > loss_disc: 2.1525070667266846 (2.2374879008247737) | > loss_disc_real_0: 0.07455991208553314 (0.1397598141006061) | > loss_disc_real_1: 0.21439571678638458 (0.20532999826329096) | > loss_disc_real_2: 0.21713516116142273 (0.21850922774700893) | > loss_disc_real_3: 0.3115219175815582 (0.236145413347653) | > loss_disc_real_4: 0.21908318996429443 (0.24343873063723245) | > loss_disc_real_5: 0.23395507037639618 (0.23626534782704853) | > loss_0: 2.1525070667266846 (2.2374879008247737) | > loss_gen: 2.780700922012329 (2.803662447702317) | > loss_kl: 2.2008557319641113 (2.319257724852789) | > loss_feat: 6.851268291473389 (7.465540295555478) | > loss_mel: 19.984838485717773 (19.678373245965865) | > loss_duration: 2.1659271717071533 (2.277860164642334) | > loss_1: 33.98358917236328 (34.54469326564244)  --> STEP: 22 | > loss_disc: 2.0993666648864746 (2.231209662827578) | > loss_disc_real_0: 0.16956974565982819 (0.14111481098966164) | > loss_disc_real_1: 0.11734265089035034 (0.20133057338270274) | > loss_disc_real_2: 0.1591745913028717 (0.21581219881772995) | > loss_disc_real_3: 0.17725752294063568 (0.23346869105642493) | > loss_disc_real_4: 0.25757327675819397 (0.24408121000636707) | > loss_disc_real_5: 0.29614734649658203 (0.23898725685748187) | > loss_0: 2.0993666648864746 (2.231209662827578) | > loss_gen: 3.1746912002563477 (2.8205273910002275) | > loss_kl: 2.1830410957336426 (2.3130660598928277) | > loss_feat: 9.59885311126709 (7.562509059906006) | > loss_mel: 20.47101402282715 (19.714402372186832) | > loss_duration: 2.1493358612060547 (2.272018150849776) | > loss_1: 37.576934814453125 (34.68252242695201)  --> STEP: 23 | > loss_disc: 2.3738973140716553 (2.2374134737512335) | > loss_disc_real_0: 0.24254754185676575 (0.14552492972301398) | > loss_disc_real_1: 0.20699797570705414 (0.20157698217941367) | > loss_disc_real_2: 0.25254130363464355 (0.21740911641846533) | > loss_disc_real_3: 0.25530269742012024 (0.2344179956809334) | > loss_disc_real_4: 0.20912016928195953 (0.2425611647574798) | > loss_disc_real_5: 0.27860692143440247 (0.24070985096952188) | > loss_0: 2.3738973140716553 (2.2374134737512335) | > loss_gen: 2.8903284072875977 (2.8235622177953306) | > loss_kl: 2.425429344177246 (2.317951420079107) | > loss_feat: 7.806432723999023 (7.573114436605702) | > loss_mel: 19.443496704101562 (19.702623864878777) | > loss_duration: 2.3105554580688477 (2.2736936859462573) | > loss_1: 34.87623977661133 (34.69094492041546)  --> STEP: 24 | > loss_disc: 2.2842934131622314 (2.239366804560025) | > loss_disc_real_0: 0.12459403276443481 (0.1446528090164065) | > loss_disc_real_1: 0.23424546420574188 (0.20293816893051067) | > loss_disc_real_2: 0.2825887203216553 (0.22012493324776491) | > loss_disc_real_3: 0.19035358726978302 (0.23258197866380215) | > loss_disc_real_4: 0.2553735375404358 (0.2430950136234363) | > loss_disc_real_5: 0.22232984006404877 (0.23994401718179384) | > loss_0: 2.2842934131622314 (2.239366804560025) | > loss_gen: 2.7500123977661133 (2.8204976419607797) | > loss_kl: 2.688833713531494 (2.333404848972956) | > loss_feat: 8.51766586303711 (7.612470746040344) | > loss_mel: 20.012575149536133 (19.7155385017395) | > loss_duration: 2.49859619140625 (2.283064623673757) | > loss_1: 36.467681884765625 (34.76497562726339)  --> STEP: 25 | > loss_disc: 2.423276424407959 (2.246723189353942) | > loss_disc_real_0: 0.14780622720718384 (0.1447789457440376) | > loss_disc_real_1: 0.30200666189193726 (0.20690090864896774) | > loss_disc_real_2: 0.2916381359100342 (0.22298546135425568) | > loss_disc_real_3: 0.27203798294067383 (0.234160218834877) | > loss_disc_real_4: 0.2822587192058563 (0.2446615618467331) | > loss_disc_real_5: 0.1876445710659027 (0.2378520393371582) | > loss_0: 2.423276424407959 (2.246723189353942) | > loss_gen: 2.778165817260742 (2.818804368972778) | > loss_kl: 2.4233498573303223 (2.337002649307251) | > loss_feat: 7.560556888580322 (7.6103941917419435) | > loss_mel: 18.33558464050293 (19.660340347290035) | > loss_duration: 2.3270907402038574 (2.284825668334961) | > loss_1: 33.424747467041016 (34.711366500854496)  --> STEP: 26 | > loss_disc: 2.3850162029266357 (2.25204215141443) | > loss_disc_real_0: 0.12894946336746216 (0.1441701194987847) | > loss_disc_real_1: 0.09736870974302292 (0.20268813176796988) | > loss_disc_real_2: 0.13153515756130219 (0.21946814197760361) | > loss_disc_real_3: 0.1410008668899536 (0.23057716683699533) | > loss_disc_real_4: 0.11585669964551926 (0.23970752868514794) | > loss_disc_real_5: 0.14525267481803894 (0.23429052531719208) | > loss_0: 2.3850162029266357 (2.25204215141443) | > loss_gen: 1.9858574867248535 (2.7867679504247813) | > loss_kl: 1.9934825897216797 (2.3237903393231907) | > loss_feat: 12.887147903442383 (7.813346257576575) | > loss_mel: 21.977466583251953 (19.749460587134724) | > loss_duration: 2.293368339538574 (2.285154232612023) | > loss_1: 41.137325286865234 (34.95851876185491) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024355099751399117 (+0.000138658743638258) | > avg_loss_disc: 2.25204215141443 (-0.14713547321466391) | > avg_loss_disc_real_0: 0.1441701194987847 (-0.009644643475230003) | > avg_loss_disc_real_1: 0.20268813176796988 (+0.07576410587017354) | > avg_loss_disc_real_2: 0.21946814197760361 (+0.008656889200210571) | > avg_loss_disc_real_3: 0.23057716683699533 (-0.033718573359342724) | > avg_loss_disc_real_4: 0.23970752868514794 (-0.03414001401800376) | > avg_loss_disc_real_5: 0.23429052531719208 (-0.017117645878058196) | > avg_loss_0: 2.25204215141443 (-0.14713547321466391) | > avg_loss_gen: 2.7867679504247813 (+0.3257862146084123) | > avg_loss_kl: 2.3237903393231907 (+0.02160152563681983) | > avg_loss_feat: 7.813346257576575 (+0.6379595169654255) | > avg_loss_mel: 19.749460587134724 (+0.31029906639685123) | > avg_loss_duration: 2.285154232612023 (+0.016903592989994554) | > avg_loss_1: 34.95851876185491 (+1.3125500312218463)  > EPOCH: 167/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:15:48)   --> TIME: 2024-06-10 22:15:54 -- STEP: 14/330 -- GLOBAL_STEP: 143125 | > loss_disc: 2.271033525466919 (2.235075371606009) | > loss_disc_real_0: 0.14446017146110535 (0.1074069333927972) | > loss_disc_real_1: 0.2340703159570694 (0.19342384380953653) | > loss_disc_real_2: 0.24551156163215637 (0.20581173790352686) | > loss_disc_real_3: 0.2458687126636505 (0.22226173749991826) | > loss_disc_real_4: 0.2256345897912979 (0.21695652923413686) | > loss_disc_real_5: 0.23394493758678436 (0.20862942614725657) | > loss_0: 2.271033525466919 (2.235075371606009) | > grad_norm_0: tensor(14.5595, device='cuda:0') (tensor(11.4635, device='cuda:0')) | > loss_gen: 2.6964271068573 (2.5800038065229143) | > loss_kl: 1.7059742212295532 (1.7179707373891557) | > loss_feat: 7.10531759262085 (7.128058161054339) | > loss_mel: 18.704320907592773 (19.549516814095632) | > loss_duration: 2.115633010864258 (2.2109284911836893) | > loss_1: 32.327674865722656 (33.18647766113281) | > grad_norm_1: tensor(130.0887, device='cuda:0') (tensor(133.5283, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3332 (0.33425043310437885) | > loader_time: 0.0028 (0.002892187663487026)  --> TIME: 2024-06-10 22:16:02 -- STEP: 39/330 -- GLOBAL_STEP: 143150 | > loss_disc: 2.349116563796997 (2.23895953863095) | > loss_disc_real_0: 0.10339765250682831 (0.11009383832032864) | > loss_disc_real_1: 0.19783741235733032 (0.1954483829247646) | > loss_disc_real_2: 0.2205955535173416 (0.20961690904238287) | > loss_disc_real_3: 0.19674646854400635 (0.2202354501455258) | > loss_disc_real_4: 0.22340352833271027 (0.2156612861614961) | > loss_disc_real_5: 0.19828344881534576 (0.2058691348020847) | > loss_0: 2.349116563796997 (2.23895953863095) | > grad_norm_0: tensor(5.4136, device='cuda:0') (tensor(11.6927, device='cuda:0')) | > loss_gen: 2.531643867492676 (2.6111619289104757) | > loss_kl: 1.5417215824127197 (1.7061798297441924) | > loss_feat: 7.252226829528809 (7.417999304257906) | > loss_mel: 18.849050521850586 (19.425966018285507) | > loss_duration: 2.0794339179992676 (2.1205929242647605) | > loss_1: 32.25407409667969 (33.281899574475425) | > grad_norm_1: tensor(104.2409, device='cuda:0') (tensor(139.4548, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3462 (0.33825501417502385) | > loader_time: 0.0031 (0.003053567348382412)  --> TIME: 2024-06-10 22:16:11 -- STEP: 64/330 -- GLOBAL_STEP: 143175 | > loss_disc: 2.2296204566955566 (2.2493269816040997) | > loss_disc_real_0: 0.10049208998680115 (0.10935921303462237) | > loss_disc_real_1: 0.16066497564315796 (0.1977552091702819) | > loss_disc_real_2: 0.23147867619991302 (0.20910874474793673) | > loss_disc_real_3: 0.23229612410068512 (0.22131554526276886) | > loss_disc_real_4: 0.19304174184799194 (0.21643894421868026) | > loss_disc_real_5: 0.2013707160949707 (0.20945680607110262) | > loss_0: 2.2296204566955566 (2.2493269816040997) | > grad_norm_0: tensor(23.4514, device='cuda:0') (tensor(13.3870, device='cuda:0')) | > loss_gen: 2.6799514293670654 (2.60618506371975) | > loss_kl: 1.853533387184143 (1.704663097858429) | > loss_feat: 7.758502960205078 (7.4089357778429985) | > loss_mel: 20.023605346679688 (19.408853441476822) | > loss_duration: 2.0461997985839844 (2.089752089232206) | > loss_1: 34.361793518066406 (33.218389183282866) | > grad_norm_1: tensor(252.6880, device='cuda:0') (tensor(165.4780, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3505 (0.3418745175004006) | > loader_time: 0.0034 (0.0032061897218227386)  --> TIME: 2024-06-10 22:16:21 -- STEP: 89/330 -- GLOBAL_STEP: 143200 | > loss_disc: 2.2389328479766846 (2.2583934323171553) | > loss_disc_real_0: 0.10269942879676819 (0.10941988305094537) | > loss_disc_real_1: 0.17539124190807343 (0.19896866230482466) | > loss_disc_real_2: 0.19997204840183258 (0.21134282698792017) | > loss_disc_real_3: 0.20919784903526306 (0.22197011816367673) | > loss_disc_real_4: 0.2216210961341858 (0.21652294527948573) | > loss_disc_real_5: 0.1941610425710678 (0.21091644114322877) | > loss_0: 2.2389328479766846 (2.2583934323171553) | > grad_norm_0: tensor(19.0698, device='cuda:0') (tensor(13.7030, device='cuda:0')) | > loss_gen: 2.5134410858154297 (2.5986317034517783) | > loss_kl: 1.8136394023895264 (1.7043528476457916) | > loss_feat: 7.096473693847656 (7.438483468602213) | > loss_mel: 19.059284210205078 (19.393137642506804) | > loss_duration: 2.0839552879333496 (2.076734323180123) | > loss_1: 32.566795349121094 (33.21133977911447) | > grad_norm_1: tensor(312.7318, device='cuda:0') (tensor(190.8994, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3574 (0.3486724730288046) | > loader_time: 0.0041 (0.0033800735902250485)  --> TIME: 2024-06-10 22:16:30 -- STEP: 114/330 -- GLOBAL_STEP: 143225 | > loss_disc: 2.3609113693237305 (2.263570802253589) | > loss_disc_real_0: 0.11282819509506226 (0.10900467438133139) | > loss_disc_real_1: 0.16921597719192505 (0.19780227685706658) | > loss_disc_real_2: 0.19918711483478546 (0.2116630455119568) | > loss_disc_real_3: 0.24740779399871826 (0.22269742713685622) | > loss_disc_real_4: 0.2345389872789383 (0.2170499180231178) | > loss_disc_real_5: 0.21467114984989166 (0.21086019094575914) | > loss_0: 2.3609113693237305 (2.263570802253589) | > grad_norm_0: tensor(9.9507, device='cuda:0') (tensor(15.3853, device='cuda:0')) | > loss_gen: 2.464683771133423 (2.5969076261185764) | > loss_kl: 1.653713345527649 (1.7020030011210525) | > loss_feat: 6.685181617736816 (7.450149326993708) | > loss_mel: 19.42266082763672 (19.41416815707558) | > loss_duration: 2.058645725250244 (2.0726688242795173) | > loss_1: 32.28488540649414 (33.235896662661894) | > grad_norm_1: tensor(207.0296, device='cuda:0') (tensor(219.4171, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3633 (0.3526816368103028) | > loader_time: 0.0039 (0.003567756268016079)  --> TIME: 2024-06-10 22:16:40 -- STEP: 139/330 -- GLOBAL_STEP: 143250 | > loss_disc: 2.2150826454162598 (2.2693681322413375) | > loss_disc_real_0: 0.12830160558223724 (0.10977521871062491) | > loss_disc_real_1: 0.19726185500621796 (0.19771724832143714) | > loss_disc_real_2: 0.24189093708992004 (0.2123424430116475) | > loss_disc_real_3: 0.23659765720367432 (0.2237589184543212) | > loss_disc_real_4: 0.20164330303668976 (0.21727371987679023) | > loss_disc_real_5: 0.18732713162899017 (0.2111843280869422) | > loss_0: 2.2150826454162598 (2.2693681322413375) | > grad_norm_0: tensor(16.1348, device='cuda:0') (tensor(16.2725, device='cuda:0')) | > loss_gen: 2.8758420944213867 (2.5957401056083844) | > loss_kl: 1.4944722652435303 (1.6985236534969412) | > loss_feat: 7.68087911605835 (7.456722324700665) | > loss_mel: 18.79363441467285 (19.429824952598956) | > loss_duration: 2.142655372619629 (2.074519718293663) | > loss_1: 32.987483978271484 (33.25533055916106) | > grad_norm_1: tensor(369.0744, device='cuda:0') (tensor(225.4107, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3665 (0.3587636484516611) | > loader_time: 0.0038 (0.003705350615137773)  --> TIME: 2024-06-10 22:16:49 -- STEP: 164/330 -- GLOBAL_STEP: 143275 | > loss_disc: 2.2561914920806885 (2.2665682086130454) | > loss_disc_real_0: 0.14937558770179749 (0.11063119396567345) | > loss_disc_real_1: 0.18915550410747528 (0.19740639081815403) | > loss_disc_real_2: 0.24237847328186035 (0.21255504785151016) | > loss_disc_real_3: 0.22125929594039917 (0.22313862084978964) | > loss_disc_real_4: 0.20294907689094543 (0.21756185445843673) | > loss_disc_real_5: 0.19495892524719238 (0.21044012622498884) | > loss_0: 2.2561914920806885 (2.2665682086130454) | > grad_norm_0: tensor(47.2490, device='cuda:0') (tensor(18.2171, device='cuda:0')) | > loss_gen: 2.6648430824279785 (2.59971913041138) | > loss_kl: 1.6834579706192017 (1.7016750864866304) | > loss_feat: 7.305674076080322 (7.453705790566235) | > loss_mel: 19.326688766479492 (19.409175326184528) | > loss_duration: 2.143522262573242 (2.075093874117222) | > loss_1: 33.124183654785156 (33.23936906675012) | > grad_norm_1: tensor(162.9860, device='cuda:0') (tensor(234.3261, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3687 (0.3608990631452422) | > loader_time: 0.0042 (0.0038241802192315825)  --> TIME: 2024-06-10 22:16:59 -- STEP: 189/330 -- GLOBAL_STEP: 143300 | > loss_disc: 2.096569776535034 (2.2682665113418805) | > loss_disc_real_0: 0.07854042947292328 (0.1111129746235237) | > loss_disc_real_1: 0.17408153414726257 (0.19814663999295115) | > loss_disc_real_2: 0.20166954398155212 (0.21323141337387144) | > loss_disc_real_3: 0.20531299710273743 (0.2231941957953115) | > loss_disc_real_4: 0.2060396373271942 (0.2171152895562863) | > loss_disc_real_5: 0.2069821059703827 (0.20957521841954932) | > loss_0: 2.096569776535034 (2.2682665113418805) | > grad_norm_0: tensor(9.0632, device='cuda:0') (tensor(19.9386, device='cuda:0')) | > loss_gen: 2.9636735916137695 (2.6041477016670993) | > loss_kl: 1.6301366090774536 (1.7038277507459045) | > loss_feat: 7.922391414642334 (7.487570497724745) | > loss_mel: 19.792329788208008 (19.413425183170062) | > loss_duration: 2.152700185775757 (2.0808240988897886) | > loss_1: 34.46123123168945 (33.28979515398621) | > grad_norm_1: tensor(354.2104, device='cuda:0') (tensor(246.0497, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3751 (0.36320070867185256) | > loader_time: 0.0056 (0.00396189361653)  --> TIME: 2024-06-10 22:17:09 -- STEP: 214/330 -- GLOBAL_STEP: 143325 | > loss_disc: 2.2265617847442627 (2.2658415965944796) | > loss_disc_real_0: 0.11708411574363708 (0.11137132478930126) | > loss_disc_real_1: 0.1800340712070465 (0.198194854100731) | > loss_disc_real_2: 0.22848275303840637 (0.21336076213656185) | > loss_disc_real_3: 0.22488455474376678 (0.22335449299801177) | > loss_disc_real_4: 0.2296917587518692 (0.216658365991071) | > loss_disc_real_5: 0.20859147608280182 (0.2101230984814813) | > loss_0: 2.2265617847442627 (2.2658415965944796) | > grad_norm_0: tensor(5.1099, device='cuda:0') (tensor(21.2709, device='cuda:0')) | > loss_gen: 2.896357297897339 (2.615331828037155) | > loss_kl: 1.6933960914611816 (1.7079378444457722) | > loss_feat: 7.6118998527526855 (7.517750367940029) | > loss_mel: 18.86713981628418 (19.398737479593162) | > loss_duration: 2.1779096126556396 (2.0869872358357777) | > loss_1: 33.246700286865234 (33.326744641099026) | > grad_norm_1: tensor(559.9563, device='cuda:0') (tensor(260.6224, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.3869 (0.36593661018621154) | > loader_time: 0.0057 (0.004083113135578477)  --> TIME: 2024-06-10 22:17:19 -- STEP: 239/330 -- GLOBAL_STEP: 143350 | > loss_disc: 2.2916698455810547 (2.266494702095765) | > loss_disc_real_0: 0.0817950963973999 (0.11117079331847414) | > loss_disc_real_1: 0.2130950540304184 (0.19875013703581684) | > loss_disc_real_2: 0.2584878206253052 (0.21389229982218483) | > loss_disc_real_3: 0.23795174062252045 (0.22370162032638136) | > loss_disc_real_4: 0.19028955698013306 (0.21644748522896148) | > loss_disc_real_5: 0.20238840579986572 (0.21005363812257055) | > loss_0: 2.2916698455810547 (2.266494702095765) | > grad_norm_0: tensor(28.2682, device='cuda:0') (tensor(23.1448, device='cuda:0')) | > loss_gen: 2.686824321746826 (2.6211922587709946) | > loss_kl: 1.6247892379760742 (1.710790121904477) | > loss_feat: 7.1079864501953125 (7.525946832600996) | > loss_mel: 18.592390060424805 (19.358932463195043) | > loss_duration: 2.11270809173584 (2.093681854184201) | > loss_1: 32.124698638916016 (33.31054341942698) | > grad_norm_1: tensor(423.7558, device='cuda:0') (tensor(273.8385, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.4109 (0.3704397578618518) | > loader_time: 0.0055 (0.004223075371905848)  --> TIME: 2024-06-10 22:17:30 -- STEP: 264/330 -- GLOBAL_STEP: 143375 | > loss_disc: 2.2559428215026855 (2.2674900365598267) | > loss_disc_real_0: 0.1369413435459137 (0.11203293630740407) | > loss_disc_real_1: 0.22097191214561462 (0.19887238673188476) | > loss_disc_real_2: 0.18885843455791473 (0.21365633770597703) | > loss_disc_real_3: 0.2010212540626526 (0.2234312238905466) | > loss_disc_real_4: 0.22598834335803986 (0.21619821085848592) | > loss_disc_real_5: 0.18561697006225586 (0.21018427819239371) | > loss_0: 2.2559428215026855 (2.2674900365598267) | > grad_norm_0: tensor(18.1830, device='cuda:0') (tensor(23.3226, device='cuda:0')) | > loss_gen: 2.6649765968322754 (2.6192940085223224) | > loss_kl: 1.6315326690673828 (1.712211345632871) | > loss_feat: 7.528617858886719 (7.543495189059865) | > loss_mel: 18.866003036499023 (19.329149072820496) | > loss_duration: 2.182765007019043 (2.1001573096622104) | > loss_1: 32.87389373779297 (33.30430686835089) | > grad_norm_1: tensor(432.4705, device='cuda:0') (tensor(279.9711, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.4379 (0.3763732747598129) | > loader_time: 0.0057 (0.004366846698703186)  --> TIME: 2024-06-10 22:17:42 -- STEP: 289/330 -- GLOBAL_STEP: 143400 | > loss_disc: 2.2485158443450928 (2.266426088900714) | > loss_disc_real_0: 0.08779872953891754 (0.11263952573123275) | > loss_disc_real_1: 0.24518854916095734 (0.19913133535418134) | > loss_disc_real_2: 0.2146543562412262 (0.21379898251340465) | > loss_disc_real_3: 0.22059166431427002 (0.2228794515029782) | > loss_disc_real_4: 0.2301047444343567 (0.21608061516161195) | > loss_disc_real_5: 0.20933565497398376 (0.20955657293846042) | > loss_0: 2.2485158443450928 (2.266426088900714) | > grad_norm_0: tensor(53.5982, device='cuda:0') (tensor(24.4710, device='cuda:0')) | > loss_gen: 2.624173402786255 (2.617853120949029) | > loss_kl: 1.7962218523025513 (1.7146695872904107) | > loss_feat: 6.973557949066162 (7.557301014764908) | > loss_mel: 17.993913650512695 (19.274543821605434) | > loss_duration: 2.236582040786743 (2.107961394795083) | > loss_1: 31.62445068359375 (33.272328901455914) | > grad_norm_1: tensor(432.5236, device='cuda:0') (tensor(291.9641, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.4683 (0.38271737841173853) | > loader_time: 0.008 (0.00452372112076175)  --> TIME: 2024-06-10 22:17:54 -- STEP: 314/330 -- GLOBAL_STEP: 143425 | > loss_disc: 2.3771746158599854 (2.269234238156847) | > loss_disc_real_0: 0.17340297996997833 (0.11363062085761766) | > loss_disc_real_1: 0.22882062196731567 (0.19932850284181589) | > loss_disc_real_2: 0.27053597569465637 (0.21361891099601793) | > loss_disc_real_3: 0.22247973084449768 (0.22295705902918128) | > loss_disc_real_4: 0.24074195325374603 (0.21609687102828057) | > loss_disc_real_5: 0.24442236125469208 (0.2099480878585464) | > loss_0: 2.3771746158599854 (2.269234238156847) | > grad_norm_0: tensor(60.9494, device='cuda:0') (tensor(25.7627, device='cuda:0')) | > loss_gen: 2.6644086837768555 (2.6161459350282232) | > loss_kl: 1.7074763774871826 (1.7198353064288003) | > loss_feat: 7.04348087310791 (7.566113174341284) | > loss_mel: 18.652223587036133 (19.23593210110999) | > loss_duration: 2.2797493934631348 (2.1195853318378415) | > loss_1: 32.34733963012695 (33.2576117971141) | > grad_norm_1: tensor(88.6563, device='cuda:0') (tensor(299.5568, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.5173 (0.39163559637251927) | > loader_time: 0.0089 (0.004771464949200867)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3796017169952393 (2.3796017169952393) | > loss_disc_real_0: 0.11192157119512558 (0.11192157119512558) | > loss_disc_real_1: 0.16706107556819916 (0.16706107556819916) | > loss_disc_real_2: 0.29496532678604126 (0.29496532678604126) | > loss_disc_real_3: 0.2799277603626251 (0.2799277603626251) | > loss_disc_real_4: 0.2716195583343506 (0.2716195583343506) | > loss_disc_real_5: 0.2825137674808502 (0.2825137674808502) | > loss_0: 2.3796017169952393 (2.3796017169952393) | > loss_gen: 2.559237241744995 (2.559237241744995) | > loss_kl: 2.3263046741485596 (2.3263046741485596) | > loss_feat: 4.962988376617432 (4.962988376617432) | > loss_mel: 17.002914428710938 (17.002914428710938) | > loss_duration: 2.9140210151672363 (2.9140210151672363) | > loss_1: 29.765464782714844 (29.765464782714844)  --> STEP: 1 | > loss_disc: 2.4516828060150146 (2.4516828060150146) | > loss_disc_real_0: 0.08526431024074554 (0.08526431024074554) | > loss_disc_real_1: 0.1844913363456726 (0.1844913363456726) | > loss_disc_real_2: 0.2320815473794937 (0.2320815473794937) | > loss_disc_real_3: 0.26325076818466187 (0.26325076818466187) | > loss_disc_real_4: 0.2610357105731964 (0.2610357105731964) | > loss_disc_real_5: 0.18931923806667328 (0.18931923806667328) | > loss_0: 2.4516828060150146 (2.4516828060150146) | > loss_gen: 2.1498894691467285 (2.1498894691467285) | > loss_kl: 1.710868000984192 (1.710868000984192) | > loss_feat: 4.811594486236572 (4.811594486236572) | > loss_mel: 18.172399520874023 (18.172399520874023) | > loss_duration: 2.3089003562927246 (2.3089003562927246) | > loss_1: 29.15365219116211 (29.15365219116211)  --> STEP: 2 | > loss_disc: 2.462618827819824 (2.4571508169174194) | > loss_disc_real_0: 0.09235815703868866 (0.0888112336397171) | > loss_disc_real_1: 0.2034538984298706 (0.1939726173877716) | > loss_disc_real_2: 0.28218525648117065 (0.2571334019303322) | > loss_disc_real_3: 0.2996883988380432 (0.28146958351135254) | > loss_disc_real_4: 0.28443643450737 (0.2727360725402832) | > loss_disc_real_5: 0.2929093837738037 (0.2411143109202385) | > loss_0: 2.462618827819824 (2.4571508169174194) | > loss_gen: 2.535846710205078 (2.3428680896759033) | > loss_kl: 1.8498802185058594 (1.7803741097450256) | > loss_feat: 6.114252090454102 (5.462923288345337) | > loss_mel: 21.095256805419922 (19.633828163146973) | > loss_duration: 2.357858180999756 (2.3333792686462402) | > loss_1: 33.953094482421875 (31.553373336791992)  --> STEP: 3 | > loss_disc: 2.2088463306427 (2.374382654825846) | > loss_disc_real_0: 0.1075739711523056 (0.0950654794772466) | > loss_disc_real_1: 0.17244434356689453 (0.1867965261141459) | > loss_disc_real_2: 0.2339843511581421 (0.24941705167293549) | > loss_disc_real_3: 0.2326260656118393 (0.26518841087818146) | > loss_disc_real_4: 0.2549138367176056 (0.2667953272660573) | > loss_disc_real_5: 0.2927664816379547 (0.25833170115947723) | > loss_0: 2.2088463306427 (2.374382654825846) | > loss_gen: 2.5600385665893555 (2.415258248647054) | > loss_kl: 3.018334150314331 (2.193027456601461) | > loss_feat: 5.996099472045898 (5.6406486829121905) | > loss_mel: 23.068092346191406 (20.77858289082845) | > loss_duration: 2.199700117111206 (2.2888195514678955) | > loss_1: 36.84226608276367 (33.31633758544922)  --> STEP: 4 | > loss_disc: 2.2035253047943115 (2.3316683173179626) | > loss_disc_real_0: 0.07415692508220673 (0.08983834087848663) | > loss_disc_real_1: 0.14679552614688873 (0.17679627612233162) | > loss_disc_real_2: 0.23639918863773346 (0.24616258591413498) | > loss_disc_real_3: 0.2873961329460144 (0.2707403413951397) | > loss_disc_real_4: 0.2184683382511139 (0.25471358001232147) | > loss_disc_real_5: 0.20404034852981567 (0.24475886300206184) | > loss_0: 2.2035253047943115 (2.3316683173179626) | > loss_gen: 2.3124356269836426 (2.389552593231201) | > loss_kl: 2.2314114570617676 (2.2026234567165375) | > loss_feat: 6.151734828948975 (5.768420219421387) | > loss_mel: 20.706764221191406 (20.76062822341919) | > loss_duration: 2.1914234161376953 (2.2644705176353455) | > loss_1: 33.59376907348633 (33.385695457458496)  --> STEP: 5 | > loss_disc: 2.13368821144104 (2.292072296142578) | > loss_disc_real_0: 0.06935751438140869 (0.08574217557907104) | > loss_disc_real_1: 0.13561153411865234 (0.16855932772159576) | > loss_disc_real_2: 0.2249261885881424 (0.24191530644893647) | > loss_disc_real_3: 0.2490815371274948 (0.2664085805416107) | > loss_disc_real_4: 0.22623871266841888 (0.24901860654354097) | > loss_disc_real_5: 0.22985951602458954 (0.24177899360656738) | > loss_0: 2.13368821144104 (2.292072296142578) | > loss_gen: 2.4467313289642334 (2.4009883403778076) | > loss_kl: 1.7404276132583618 (2.1101842880249024) | > loss_feat: 7.4348554611206055 (6.10170726776123) | > loss_mel: 21.656734466552734 (20.9398494720459) | > loss_duration: 2.3900113105773926 (2.289578676223755) | > loss_1: 35.668758392333984 (33.842308044433594)  --> STEP: 6 | > loss_disc: 2.1369028091430664 (2.2662107149759927) | > loss_disc_real_0: 0.06597723811864853 (0.0824480193356673) | > loss_disc_real_1: 0.21392083168029785 (0.17611957838137945) | > loss_disc_real_2: 0.24798263609409332 (0.24292652805646262) | > loss_disc_real_3: 0.24991875886917114 (0.2636602769295375) | > loss_disc_real_4: 0.20191602408885956 (0.2411681761344274) | > loss_disc_real_5: 0.27709877490997314 (0.24766562382380167) | > loss_0: 2.1369028091430664 (2.2662107149759927) | > loss_gen: 2.7623462677001953 (2.4612146615982056) | > loss_kl: 2.2955901622772217 (2.1410852670669556) | > loss_feat: 6.589266300201416 (6.182967106501262) | > loss_mel: 20.158416748046875 (20.809610684712727) | > loss_duration: 2.1378936767578125 (2.264297842979431) | > loss_1: 33.943511962890625 (33.85917536417643)  --> STEP: 7 | > loss_disc: 2.1590616703033447 (2.250903708594186) | > loss_disc_real_0: 0.07065657526254654 (0.08076352732522148) | > loss_disc_real_1: 0.19364877045154572 (0.17862374867711747) | > loss_disc_real_2: 0.25253918766975403 (0.24429976514407567) | > loss_disc_real_3: 0.24890901148319244 (0.2615529532943453) | > loss_disc_real_4: 0.14795483648777008 (0.22785198475633348) | > loss_disc_real_5: 0.18141624331474304 (0.23820142660822188) | > loss_0: 2.1590616703033447 (2.250903708594186) | > loss_gen: 2.424081325531006 (2.4559098993028914) | > loss_kl: 2.574589729309082 (2.203014475958688) | > loss_feat: 7.657630443572998 (6.393633297511509) | > loss_mel: 20.78318977355957 (20.805836268833705) | > loss_duration: 2.414996385574341 (2.2858262062072754) | > loss_1: 35.854488372802734 (34.14422007969448)  --> STEP: 8 | > loss_disc: 2.266083002090454 (2.2528011202812195) | > loss_disc_real_0: 0.18771851062774658 (0.09413290023803711) | > loss_disc_real_1: 0.17237816751003265 (0.17784305103123188) | > loss_disc_real_2: 0.23420177400112152 (0.2430375162512064) | > loss_disc_real_3: 0.2214033305644989 (0.2565342504531145) | > loss_disc_real_4: 0.15234827995300293 (0.21841402165591717) | > loss_disc_real_5: 0.1306263506412506 (0.22475454211235046) | > loss_0: 2.266083002090454 (2.2528011202812195) | > loss_gen: 2.4964616298675537 (2.460978865623474) | > loss_kl: 2.2447643280029297 (2.208233207464218) | > loss_feat: 11.168338775634766 (6.9904714822769165) | > loss_mel: 21.665555953979492 (20.91330122947693) | > loss_duration: 2.1848304271698 (2.273201733827591) | > loss_1: 39.75994873046875 (34.84618616104126)  --> STEP: 9 | > loss_disc: 2.4714431762695312 (2.2770946820576987) | > loss_disc_real_0: 0.0762656182050705 (0.0921476466788186) | > loss_disc_real_1: 0.17710350453853607 (0.17776087919871011) | > loss_disc_real_2: 0.22753432393074036 (0.24131493932671017) | > loss_disc_real_3: 0.21827760338783264 (0.2522835118903054) | > loss_disc_real_4: 0.20310035347938538 (0.21671250296963585) | > loss_disc_real_5: 0.15859264135360718 (0.21740321980582344) | > loss_0: 2.4714431762695312 (2.2770946820576987) | > loss_gen: 2.1375255584716797 (2.425039609273275) | > loss_kl: 2.1338536739349365 (2.1999688148498535) | > loss_feat: 10.090299606323242 (7.334896829393175) | > loss_mel: 21.588069915771484 (20.9882755279541) | > loss_duration: 2.1055502891540527 (2.254573795530531) | > loss_1: 38.055301666259766 (35.20275455050998)  --> STEP: 10 | > loss_disc: 2.5261998176574707 (2.3020051956176757) | > loss_disc_real_0: 0.07564885169267654 (0.09049776718020439) | > loss_disc_real_1: 0.20970270037651062 (0.18095506131649017) | > loss_disc_real_2: 0.3283170163631439 (0.25001514703035355) | > loss_disc_real_3: 0.3153609335422516 (0.25859125405550004) | > loss_disc_real_4: 0.23808252811431885 (0.21884950548410415) | > loss_disc_real_5: 0.3100462257862091 (0.226667520403862) | > loss_0: 2.5261998176574707 (2.3020051956176757) | > loss_gen: 2.3662798404693604 (2.419163632392883) | > loss_kl: 2.000734567642212 (2.1800453901290893) | > loss_feat: 6.25684928894043 (7.2270920753479) | > loss_mel: 19.38405990600586 (20.827853965759278) | > loss_duration: 2.2789306640625 (2.257009482383728) | > loss_1: 32.2868537902832 (34.91116447448731)  --> STEP: 11 | > loss_disc: 2.3182287216186523 (2.3034800616177646) | > loss_disc_real_0: 0.11548436433076859 (0.09276927601207387) | > loss_disc_real_1: 0.20101678371429443 (0.18277885426174512) | > loss_disc_real_2: 0.2472982257604599 (0.24976815418763595) | > loss_disc_real_3: 0.28511345386505127 (0.2610023631290956) | > loss_disc_real_4: 0.2883661687374115 (0.22516920214349573) | > loss_disc_real_5: 0.301016628742218 (0.23342653025280347) | > loss_0: 2.3182287216186523 (2.3034800616177646) | > loss_gen: 3.0242443084716797 (2.4741709665818648) | > loss_kl: 2.2707605361938477 (2.188292221589522) | > loss_feat: 7.180996417999268 (7.2229015610434795) | > loss_mel: 19.494874954223633 (20.706674055619672) | > loss_duration: 2.4105405807495117 (2.2709668549624356) | > loss_1: 34.38141632080078 (34.86300555142489)  --> STEP: 12 | > loss_disc: 2.2145934104919434 (2.296072840690613) | > loss_disc_real_0: 0.052195291966199875 (0.0893881106749177) | > loss_disc_real_1: 0.18889102339744568 (0.18328820168972015) | > loss_disc_real_2: 0.22220556437969208 (0.2474712717036406) | > loss_disc_real_3: 0.17964929342269897 (0.25422294065356255) | > loss_disc_real_4: 0.18811669945716858 (0.2220814935863018) | > loss_disc_real_5: 0.21431005001068115 (0.2318334902326266) | > loss_0: 2.2145934104919434 (2.296072840690613) | > loss_gen: 2.242879867553711 (2.454896708329519) | > loss_kl: 2.030534505844116 (2.175145745277405) | > loss_feat: 7.344130039215088 (7.233003934224446) | > loss_mel: 20.467683792114258 (20.686758200327557) | > loss_duration: 2.247772693634033 (2.2690340081850686) | > loss_1: 34.33300018310547 (34.81883843739828)  --> STEP: 13 | > loss_disc: 2.232783317565918 (2.291204415834867) | > loss_disc_real_0: 0.04461191967129707 (0.0859437882900238) | > loss_disc_real_1: 0.2526341676712036 (0.18862250676521888) | > loss_disc_real_2: 0.18376414477825165 (0.2425707234786107) | > loss_disc_real_3: 0.22719305753707886 (0.2521437188753715) | > loss_disc_real_4: 0.21314465999603271 (0.2213940448485888) | > loss_disc_real_5: 0.18783384561538696 (0.22844890218514663) | > loss_0: 2.232783317565918 (2.291204415834867) | > loss_gen: 2.217600107192993 (2.436643123626709) | > loss_kl: 2.023406982421875 (2.1634735327500563) | > loss_feat: 6.228785514831543 (7.155756363501916) | > loss_mel: 19.746315002441406 (20.614416415874775) | > loss_duration: 2.1279332637786865 (2.258180104769193) | > loss_1: 32.34403991699219 (34.62846932044396)  --> STEP: 14 | > loss_disc: 2.2334823608398438 (2.287081411906651) | > loss_disc_real_0: 0.08677031099796295 (0.08600282562630517) | > loss_disc_real_1: 0.1551228165626526 (0.18622967175074986) | > loss_disc_real_2: 0.26220250129699707 (0.24397299332278116) | > loss_disc_real_3: 0.21904988586902618 (0.24977987366063256) | > loss_disc_real_4: 0.26451313495635986 (0.22447397985628673) | > loss_disc_real_5: 0.23330192267894745 (0.2287955465061324) | > loss_0: 2.2334823608398438 (2.287081411906651) | > loss_gen: 2.541045904159546 (2.44410046509334) | > loss_kl: 3.094346523284912 (2.229964460645403) | > loss_feat: 7.0810394287109375 (7.1504194395882745) | > loss_mel: 20.010700225830078 (20.571293830871582) | > loss_duration: 2.3889684677124023 (2.2675221306937083) | > loss_1: 35.1161003112793 (34.66330010550363)  --> STEP: 15 | > loss_disc: 2.1479687690734863 (2.2778072357177734) | > loss_disc_real_0: 0.0857636034488678 (0.08598687748114268) | > loss_disc_real_1: 0.20213067531585693 (0.18728973865509033) | > loss_disc_real_2: 0.20612268149852753 (0.24144963920116425) | > loss_disc_real_3: 0.2533697187900543 (0.2500191966692607) | > loss_disc_real_4: 0.19139866530895233 (0.22226895888646445) | > loss_disc_real_5: 0.18590551614761353 (0.2259362111488978) | > loss_0: 2.1479687690734863 (2.2778072357177734) | > loss_gen: 2.6005959510803223 (2.454533497492472) | > loss_kl: 2.5153770446777344 (2.2489919662475586) | > loss_feat: 7.7494096755981445 (7.190352121988933) | > loss_mel: 20.535919189453125 (20.568935521443684) | > loss_duration: 2.268296957015991 (2.2675737857818605) | > loss_1: 35.66959762573242 (34.730386606852214)  --> STEP: 16 | > loss_disc: 2.21215558052063 (2.273704007267952) | > loss_disc_real_0: 0.08173965662717819 (0.0857214261777699) | > loss_disc_real_1: 0.24506278336048126 (0.19090055394917727) | > loss_disc_real_2: 0.29199153184890747 (0.2446085074916482) | > loss_disc_real_3: 0.25014805793762207 (0.25002725049853325) | > loss_disc_real_4: 0.19257286190986633 (0.22041295282542706) | > loss_disc_real_5: 0.19433943927288055 (0.22396141290664673) | > loss_0: 2.21215558052063 (2.273704007267952) | > loss_gen: 2.604151725769043 (2.463884636759758) | > loss_kl: 2.6997313499450684 (2.277163177728653) | > loss_feat: 8.285030364990234 (7.258769512176514) | > loss_mel: 19.55866813659668 (20.505793809890747) | > loss_duration: 2.3642783164978027 (2.2736178189516068) | > loss_1: 35.51185989379883 (34.77922868728638)  --> STEP: 17 | > loss_disc: 2.35296630859375 (2.2783664955812344) | > loss_disc_real_0: 0.10221708565950394 (0.08669175908846014) | > loss_disc_real_1: 0.201762855052948 (0.19153951283763437) | > loss_disc_real_2: 0.31870391964912415 (0.24896706114797032) | > loss_disc_real_3: 0.27688515186309814 (0.25160712704939003) | > loss_disc_real_4: 0.21564316749572754 (0.22013237721779766) | > loss_disc_real_5: 0.2711017429828644 (0.22673437349936543) | > loss_0: 2.35296630859375 (2.2783664955812344) | > loss_gen: 2.484889507293701 (2.465120217379402) | > loss_kl: 2.0632834434509277 (2.2645820168887867) | > loss_feat: 7.468934059143066 (7.2711321325863105) | > loss_mel: 20.11003303527832 (20.48251376432531) | > loss_duration: 2.3660473823547363 (2.279054852092967) | > loss_1: 34.493186950683594 (34.76240270278033)  --> STEP: 18 | > loss_disc: 2.1717565059661865 (2.2724437183803983) | > loss_disc_real_0: 0.11816497892141342 (0.08844027130140199) | > loss_disc_real_1: 0.18273526430130005 (0.19105038791894913) | > loss_disc_real_2: 0.22118157148361206 (0.24742342283328375) | > loss_disc_real_3: 0.2275131642818451 (0.2502685735623042) | > loss_disc_real_4: 0.2407270222902298 (0.22127652416626611) | > loss_disc_real_5: 0.15974114835262299 (0.2230125276578797) | > loss_0: 2.1717565059661865 (2.2724437183803983) | > loss_gen: 2.4745678901672363 (2.465645088089837) | > loss_kl: 2.5220463275909424 (2.278885589705573) | > loss_feat: 9.389077186584473 (7.38879574669732) | > loss_mel: 21.974966049194336 (20.565427780151367) | > loss_duration: 2.218338966369629 (2.2756817473305597) | > loss_1: 38.57899475097656 (34.97443559434679)  --> STEP: 19 | > loss_disc: 2.3488006591796875 (2.2764625047382556) | > loss_disc_real_0: 0.05868937075138092 (0.08687443443034824) | > loss_disc_real_1: 0.16172723472118378 (0.18950706406643517) | > loss_disc_real_2: 0.2574901282787323 (0.24795324943567576) | > loss_disc_real_3: 0.26145094633102417 (0.25085711949749995) | > loss_disc_real_4: 0.2295328825712204 (0.22171106934547424) | > loss_disc_real_5: 0.2107708752155304 (0.22236823016091398) | > loss_0: 2.3488006591796875 (2.2764625047382556) | > loss_gen: 2.1859114170074463 (2.450922263296027) | > loss_kl: 1.9317690134048462 (2.260616296216061) | > loss_feat: 7.503271102905273 (7.394820765445107) | > loss_mel: 20.7183837890625 (20.573478096409847) | > loss_duration: 2.287376880645752 (2.2762972806629382) | > loss_1: 34.626712799072266 (34.956134394595495)  --> STEP: 20 | > loss_disc: 2.6236915588378906 (2.2938239574432373) | > loss_disc_real_0: 0.07239952683448792 (0.08615068905055523) | > loss_disc_real_1: 0.16225554049015045 (0.18814448788762092) | > loss_disc_real_2: 0.2206970900297165 (0.2465904414653778) | > loss_disc_real_3: 0.2639756500720978 (0.25151304602622987) | > loss_disc_real_4: 0.19826878607273102 (0.22053895518183708) | > loss_disc_real_5: 0.228526771068573 (0.2226761572062969) | > loss_0: 2.6236915588378906 (2.2938239574432373) | > loss_gen: 1.7791346311569214 (2.4173328816890716) | > loss_kl: 2.1325905323028564 (2.254215008020401) | > loss_feat: 3.780855417251587 (7.214122498035431) | > loss_mel: 16.947738647460938 (20.3921911239624) | > loss_duration: 2.286073923110962 (2.2767861127853393) | > loss_1: 26.926393508911133 (34.55464735031128)  --> STEP: 21 | > loss_disc: 2.413248062133789 (2.299510819571359) | > loss_disc_real_0: 0.09952925145626068 (0.08678776345082692) | > loss_disc_real_1: 0.18612495064735413 (0.18804831944760822) | > loss_disc_real_2: 0.2531581521034241 (0.24690318959099905) | > loss_disc_real_3: 0.24959483742713928 (0.2514217027596065) | > loss_disc_real_4: 0.25250300765037537 (0.22206105291843414) | > loss_disc_real_5: 0.23913751542568207 (0.22346003140722) | > loss_0: 2.413248062133789 (2.299510819571359) | > loss_gen: 2.3825478553771973 (2.4156764518646967) | > loss_kl: 2.4106335639953613 (2.2616635106858753) | > loss_feat: 4.912322998046875 (7.104512998035976) | > loss_mel: 16.498306274414062 (20.206768035888672) | > loss_duration: 2.1834616661071777 (2.272342091514951) | > loss_1: 28.387271881103516 (34.26096280415853)  --> STEP: 22 | > loss_disc: 2.093350410461426 (2.2901398918845435) | > loss_disc_real_0: 0.09209740906953812 (0.08702911097895015) | > loss_disc_real_1: 0.17567069828510284 (0.18748570030385797) | > loss_disc_real_2: 0.24003097414970398 (0.24659081616184927) | > loss_disc_real_3: 0.25334715843200684 (0.25150922347198834) | > loss_disc_real_4: 0.19743748009204865 (0.2209417996081439) | > loss_disc_real_5: 0.22174130380153656 (0.2233819074251435) | > loss_0: 2.093350410461426 (2.2901398918845435) | > loss_gen: 2.864858627319336 (2.4360938234762712) | > loss_kl: 2.049386501312256 (2.252014555714347) | > loss_feat: 8.103660583496094 (7.149928797375072) | > loss_mel: 19.483312606811523 (20.173883698203348) | > loss_duration: 2.1567087173461914 (2.2670860290527344) | > loss_1: 34.657928466796875 (34.27900669791482)  --> STEP: 23 | > loss_disc: 2.2178735733032227 (2.2869978780331817) | > loss_disc_real_0: 0.0698220431804657 (0.08628097759640735) | > loss_disc_real_1: 0.18426090478897095 (0.18734549180321072) | > loss_disc_real_2: 0.28760167956352234 (0.24837389717931332) | > loss_disc_real_3: 0.2066299170255661 (0.24955794927866562) | > loss_disc_real_4: 0.22044801712036133 (0.22092033080432727) | > loss_disc_real_5: 0.19313989579677582 (0.2220670373543449) | > loss_0: 2.2178735733032227 (2.2869978780331817) | > loss_gen: 2.3022501468658447 (2.4302745331888613) | > loss_kl: 2.2511959075927734 (2.251978962317757) | > loss_feat: 7.064652442932129 (7.146221129790597) | > loss_mel: 18.574546813964844 (20.10434731193211) | > loss_duration: 2.2998099327087402 (2.2685088074725606) | > loss_1: 32.492454528808594 (34.20133051664933)  --> STEP: 24 | > loss_disc: 2.2904529571533203 (2.2871418396631875) | > loss_disc_real_0: 0.06202501058578491 (0.08527031230429809) | > loss_disc_real_1: 0.22311708331108093 (0.1888359747827053) | > loss_disc_real_2: 0.19374732673168182 (0.24609779007732868) | > loss_disc_real_3: 0.16080163419246674 (0.24585976948340735) | > loss_disc_real_4: 0.13715414702892303 (0.21743007314701876) | > loss_disc_real_5: 0.15519598126411438 (0.2192807433505853) | > loss_0: 2.2904529571533203 (2.2871418396631875) | > loss_gen: 1.9827802181243896 (2.411628936727842) | > loss_kl: 2.0142698287963867 (2.2420744150877) | > loss_feat: 9.44971752166748 (7.2422001461188) | > loss_mel: 19.876888275146484 (20.094869852066044) | > loss_duration: 2.405735969543457 (2.2742266058921814) | > loss_1: 35.72938919067383 (34.26499962806702)  --> STEP: 25 | > loss_disc: 2.23128604888916 (2.2849076080322264) | > loss_disc_real_0: 0.055458925664424896 (0.08407785683870315) | > loss_disc_real_1: 0.2149849385023117 (0.18988193333148956) | > loss_disc_real_2: 0.2741678059101105 (0.24722059071063995) | > loss_disc_real_3: 0.2518031895160675 (0.24609750628471375) | > loss_disc_real_4: 0.22597141563892365 (0.21777172684669494) | > loss_disc_real_5: 0.18489685654640198 (0.21790538787841796) | > loss_0: 2.23128604888916 (2.2849076080322264) | > loss_gen: 2.385676860809326 (2.410590853691101) | > loss_kl: 2.440521478652954 (2.25001229763031) | > loss_feat: 6.868618965148926 (7.227256898880005) | > loss_mel: 19.936508178710938 (20.08853538513184) | > loss_duration: 2.3149712085723877 (2.2758563899993898) | > loss_1: 33.94629669189453 (34.25225151062012)  --> STEP: 26 | > loss_disc: 2.3171567916870117 (2.286147961249718) | > loss_disc_real_0: 0.03443560004234314 (0.08216853926961239) | > loss_disc_real_1: 0.13596750795841217 (0.1878083015863712) | > loss_disc_real_2: 0.23707978427410126 (0.24683055969385) | > loss_disc_real_3: 0.14890512824058533 (0.2423593378984011) | > loss_disc_real_4: 0.15441814064979553 (0.21533505045450652) | > loss_disc_real_5: 0.04072348028421402 (0.21109069912479475) | > loss_0: 2.3171567916870117 (2.286147961249718) | > loss_gen: 1.9800300598144531 (2.394030823157384) | > loss_kl: 1.852806806564331 (2.2347351633585415) | > loss_feat: 12.881476402282715 (7.444726879780109) | > loss_mel: 20.95240020751953 (20.121760955223674) | > loss_duration: 2.2948684692382812 (2.27658762381627) | > loss_1: 39.96158218383789 (34.47184115189773) --> EVAL PERFORMANCE | > avg_loader_time: 0.002353393114530123 (-8.211686060978886e-05) | > avg_loss_disc: 2.286147961249718 (+0.03410580983528799) | > avg_loss_disc_real_0: 0.08216853926961239 (-0.06200158022917231) | > avg_loss_disc_real_1: 0.1878083015863712 (-0.014879830181598663) | > avg_loss_disc_real_2: 0.24683055969385 (+0.027362417716246396) | > avg_loss_disc_real_3: 0.2423593378984011 (+0.011782171061405777) | > avg_loss_disc_real_4: 0.21533505045450652 (-0.024372478230641426) | > avg_loss_disc_real_5: 0.21109069912479475 (-0.023199826192397327) | > avg_loss_0: 2.286147961249718 (+0.03410580983528799) | > avg_loss_gen: 2.394030823157384 (-0.3927371272673974) | > avg_loss_kl: 2.2347351633585415 (-0.08905517596464918) | > avg_loss_feat: 7.444726879780109 (-0.3686193777964659) | > avg_loss_mel: 20.121760955223674 (+0.3723003680889505) | > avg_loss_duration: 2.27658762381627 (-0.008566608795752995) | > avg_loss_1: 34.47184115189773 (-0.4866776099571837)  > EPOCH: 168/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:18:23)   --> TIME: 2024-06-10 22:18:27 -- STEP: 9/330 -- GLOBAL_STEP: 143450 | > loss_disc: 2.298983573913574 (2.283964925342136) | > loss_disc_real_0: 0.14240342378616333 (0.10801209509372711) | > loss_disc_real_1: 0.20662619173526764 (0.19471488230758244) | > loss_disc_real_2: 0.2378525584936142 (0.22590338687102) | > loss_disc_real_3: 0.20162372291088104 (0.2155105306042565) | > loss_disc_real_4: 0.19998206198215485 (0.22057881289058262) | > loss_disc_real_5: 0.19716313481330872 (0.21293297078874376) | > loss_0: 2.298983573913574 (2.283964925342136) | > grad_norm_0: tensor(8.6157, device='cuda:0') (tensor(10.4431, device='cuda:0')) | > loss_gen: 2.4965078830718994 (2.5377470122443304) | > loss_kl: 1.9553260803222656 (1.805573582649231) | > loss_feat: 6.631594181060791 (6.816664695739746) | > loss_mel: 19.817705154418945 (19.54263030158149) | > loss_duration: 2.1796679496765137 (2.260409434636434) | > loss_1: 33.0807991027832 (32.9630249871148) | > grad_norm_1: tensor(99.7851, device='cuda:0') (tensor(119.1738, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3478 (0.34796950552198624) | > loader_time: 0.0034 (0.0031095875634087455)  --> TIME: 2024-06-10 22:18:36 -- STEP: 34/330 -- GLOBAL_STEP: 143475 | > loss_disc: 2.2556352615356445 (2.2728898034376255) | > loss_disc_real_0: 0.08687574416399002 (0.1105950187672587) | > loss_disc_real_1: 0.23270422220230103 (0.19671851834830115) | > loss_disc_real_2: 0.19587841629981995 (0.21806134152061799) | > loss_disc_real_3: 0.20469847321510315 (0.2247254712616696) | > loss_disc_real_4: 0.2338060438632965 (0.2151198948130888) | > loss_disc_real_5: 0.22852814197540283 (0.2096793673494283) | > loss_0: 2.2556352615356445 (2.2728898034376255) | > grad_norm_0: tensor(12.4985, device='cuda:0') (tensor(12.2112, device='cuda:0')) | > loss_gen: 2.6661319732666016 (2.5949183492099537) | > loss_kl: 1.756933331489563 (1.759834934683407) | > loss_feat: 8.032567024230957 (7.269576381234562) | > loss_mel: 19.27165985107422 (19.570352666518268) | > loss_duration: 2.093876600265503 (2.1262225508689876) | > loss_1: 33.821170806884766 (33.320904675652) | > grad_norm_1: tensor(170.2227, device='cuda:0') (tensor(167.9437, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3488 (0.35737818128922405) | > loader_time: 0.0034 (0.0032817966797772575)  --> TIME: 2024-06-10 22:18:45 -- STEP: 59/330 -- GLOBAL_STEP: 143500 | > loss_disc: 2.2513816356658936 (2.25838819600768) | > loss_disc_real_0: 0.08733321726322174 (0.11029324099674064) | > loss_disc_real_1: 0.1799229085445404 (0.19762303238197906) | > loss_disc_real_2: 0.2398522049188614 (0.21643783758252355) | > loss_disc_real_3: 0.24262408912181854 (0.22181411062256765) | > loss_disc_real_4: 0.24386106431484222 (0.21496730891324706) | > loss_disc_real_5: 0.2618463933467865 (0.2078541883472669) | > loss_0: 2.2513816356658936 (2.25838819600768) | > grad_norm_0: tensor(33.9424, device='cuda:0') (tensor(16.2211, device='cuda:0')) | > loss_gen: 2.6835834980010986 (2.60573052955886) | > loss_kl: 1.7829136848449707 (1.7507248652183403) | > loss_feat: 7.848629474639893 (7.377741304494567) | > loss_mel: 19.42469596862793 (19.45829511092881) | > loss_duration: 2.01780366897583 (2.0924336324303834) | > loss_1: 33.75762939453125 (33.28492549314336) | > grad_norm_1: tensor(378.3741, device='cuda:0') (tensor(185.7203, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3581 (0.35738780134815273) | > loader_time: 0.0034 (0.0034006773415258375) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_143500.pth  --> TIME: 2024-06-10 22:18:58 -- STEP: 84/330 -- GLOBAL_STEP: 143525 | > loss_disc: 2.272728204727173 (2.266143251033056) | > loss_disc_real_0: 0.08561305701732635 (0.11010061266521613) | > loss_disc_real_1: 0.19629113376140594 (0.1983514330571606) | > loss_disc_real_2: 0.22027847170829773 (0.21599200527582849) | > loss_disc_real_3: 0.21709413826465607 (0.22388591652824766) | > loss_disc_real_4: 0.21642474830150604 (0.2161158344575337) | > loss_disc_real_5: 0.19144119322299957 (0.20841064676642418) | > loss_0: 2.272728204727173 (2.266143251033056) | > grad_norm_0: tensor(22.1823, device='cuda:0') (tensor(17.1194, device='cuda:0')) | > loss_gen: 2.560171365737915 (2.59630956252416) | > loss_kl: 1.572283387184143 (1.7519793269180117) | > loss_feat: 7.000045299530029 (7.409203915368943) | > loss_mel: 18.724451065063477 (19.43405909765334) | > loss_duration: 2.1356921195983887 (2.077500201406933) | > loss_1: 31.992643356323242 (33.26905211948212) | > grad_norm_1: tensor(131.0619, device='cuda:0') (tensor(208.7875, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3547 (0.35891868954613093) | > loader_time: 0.0038 (0.0035005836259751092)  --> TIME: 2024-06-10 22:19:08 -- STEP: 109/330 -- GLOBAL_STEP: 143550 | > loss_disc: 2.3154306411743164 (2.262804368220339) | > loss_disc_real_0: 0.15978987514972687 (0.11040263465785105) | > loss_disc_real_1: 0.22047413885593414 (0.19828949362859813) | > loss_disc_real_2: 0.20276612043380737 (0.21470636143050062) | > loss_disc_real_3: 0.20714983344078064 (0.22245951680415268) | > loss_disc_real_4: 0.2323223054409027 (0.21526817170851822) | > loss_disc_real_5: 0.21880494058132172 (0.20801322982398743) | > loss_0: 2.3154306411743164 (2.262804368220339) | > grad_norm_0: tensor(42.8063, device='cuda:0') (tensor(19.1251, device='cuda:0')) | > loss_gen: 2.600836992263794 (2.598986194768083) | > loss_kl: 1.8138890266418457 (1.754263130896682) | > loss_feat: 7.389446258544922 (7.410371666654535) | > loss_mel: 19.401031494140625 (19.37253668548863) | > loss_duration: 2.01361083984375 (2.0729020123088024) | > loss_1: 33.218814849853516 (33.2090597240203) | > grad_norm_1: tensor(358.1807, device='cuda:0') (tensor(230.3239, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3576 (0.3609860599587817) | > loader_time: 0.004 (0.003590128837375466)  --> TIME: 2024-06-10 22:19:17 -- STEP: 134/330 -- GLOBAL_STEP: 143575 | > loss_disc: 2.017245292663574 (2.2627731881924538) | > loss_disc_real_0: 0.12218408286571503 (0.10899552291453775) | > loss_disc_real_1: 0.22022543847560883 (0.19872828795393901) | > loss_disc_real_2: 0.18582142889499664 (0.21429147815971233) | > loss_disc_real_3: 0.21841053664684296 (0.22290517000564888) | > loss_disc_real_4: 0.18382863700389862 (0.2161121809882904) | > loss_disc_real_5: 0.17991134524345398 (0.20877530759395058) | > loss_0: 2.017245292663574 (2.2627731881924538) | > grad_norm_0: tensor(7.7695, device='cuda:0') (tensor(19.5241, device='cuda:0')) | > loss_gen: 3.090150833129883 (2.610633257609695) | > loss_kl: 1.746132493019104 (1.7466576642064906) | > loss_feat: 8.532718658447266 (7.42304147179447) | > loss_mel: 19.21217155456543 (19.390009268006274) | > loss_duration: 2.0721545219421387 (2.0738531155372715) | > loss_1: 34.6533317565918 (33.24419491326631) | > grad_norm_1: tensor(238.5730, device='cuda:0') (tensor(234.0612, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3731 (0.36249158809434123) | > loader_time: 0.004 (0.0036724681284890245)  --> TIME: 2024-06-10 22:19:27 -- STEP: 159/330 -- GLOBAL_STEP: 143600 | > loss_disc: 2.257091999053955 (2.268739718311239) | > loss_disc_real_0: 0.06288371980190277 (0.10706287299124699) | > loss_disc_real_1: 0.14831110835075378 (0.19851426302262073) | > loss_disc_real_2: 0.24418535828590393 (0.21462358393759098) | > loss_disc_real_3: 0.22406232357025146 (0.22340072607094386) | > loss_disc_real_4: 0.2254975140094757 (0.2169903519580949) | > loss_disc_real_5: 0.18195734918117523 (0.21058697183177155) | > loss_0: 2.257091999053955 (2.268739718311239) | > grad_norm_0: tensor(20.7468, device='cuda:0') (tensor(21.1088, device='cuda:0')) | > loss_gen: 2.689070701599121 (2.617657599958984) | > loss_kl: 1.7235292196273804 (1.7413306573651872) | > loss_feat: 7.762765884399414 (7.439891242381162) | > loss_mel: 19.640422821044922 (19.383309058423308) | > loss_duration: 2.058431625366211 (2.074662258040229) | > loss_1: 33.87422180175781 (33.256850920383286) | > grad_norm_1: tensor(352.5996, device='cuda:0') (tensor(246.1017, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3707 (0.36528031181239473) | > loader_time: 0.0043 (0.0037850718828117322)  --> TIME: 2024-06-10 22:19:37 -- STEP: 184/330 -- GLOBAL_STEP: 143625 | > loss_disc: 2.243588447570801 (2.2680476243081302) | > loss_disc_real_0: 0.11251668632030487 (0.10728403630302004) | > loss_disc_real_1: 0.1612520068883896 (0.19856165843489376) | > loss_disc_real_2: 0.21881328523159027 (0.2144949914806563) | > loss_disc_real_3: 0.20604851841926575 (0.22301652169098024) | > loss_disc_real_4: 0.20515820384025574 (0.21667430169232513) | > loss_disc_real_5: 0.21147499978542328 (0.21102205153716647) | > loss_0: 2.243588447570801 (2.2680476243081302) | > grad_norm_0: tensor(28.7977, device='cuda:0') (tensor(22.3589, device='cuda:0')) | > loss_gen: 2.6680097579956055 (2.625490320765454) | > loss_kl: 1.8605146408081055 (1.7404530586107918) | > loss_feat: 8.056944847106934 (7.478808853937232) | > loss_mel: 19.732250213623047 (19.388219885204148) | > loss_duration: 2.0865180492401123 (2.0791475824687784) | > loss_1: 34.40423583984375 (33.312119805294536) | > grad_norm_1: tensor(385.1323, device='cuda:0') (tensor(258.4358, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.391 (0.36803894198459114) | > loader_time: 0.0051 (0.0038943575776141624)  --> TIME: 2024-06-10 22:19:47 -- STEP: 209/330 -- GLOBAL_STEP: 143650 | > loss_disc: 2.163036346435547 (2.259288010985087) | > loss_disc_real_0: 0.16141635179519653 (0.1085288636564638) | > loss_disc_real_1: 0.21587078273296356 (0.19812747244344373) | > loss_disc_real_2: 0.19311094284057617 (0.21413974093193072) | > loss_disc_real_3: 0.2418883591890335 (0.22220036786709105) | > loss_disc_real_4: 0.25534021854400635 (0.21561208167714935) | > loss_disc_real_5: 0.22038939595222473 (0.2099225626607831) | > loss_0: 2.163036346435547 (2.259288010985087) | > grad_norm_0: tensor(65.3787, device='cuda:0') (tensor(23.6544, device='cuda:0')) | > loss_gen: 2.872189521789551 (2.6419613338543457) | > loss_kl: 1.7738213539123535 (1.7411735280278766) | > loss_feat: 7.950878620147705 (7.533651849299527) | > loss_mel: 19.018840789794922 (19.372774689961844) | > loss_duration: 2.1337733268737793 (2.0852481098266304) | > loss_1: 33.74950408935547 (33.374809575423114) | > grad_norm_1: tensor(461.6734, device='cuda:0') (tensor(271.2535, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.3944 (0.37097890411267426) | > loader_time: 0.0049 (0.004005753822874225)  --> TIME: 2024-06-10 22:19:57 -- STEP: 234/330 -- GLOBAL_STEP: 143675 | > loss_disc: 2.32932186126709 (2.2659687455902735) | > loss_disc_real_0: 0.12124109268188477 (0.10988024184400709) | > loss_disc_real_1: 0.19657009840011597 (0.19899040648443067) | > loss_disc_real_2: 0.18741735816001892 (0.21367009964763609) | > loss_disc_real_3: 0.25032708048820496 (0.2218470009855735) | > loss_disc_real_4: 0.22815102338790894 (0.21540945870244604) | > loss_disc_real_5: 0.23096755146980286 (0.20967464384614912) | > loss_0: 2.32932186126709 (2.2659687455902735) | > grad_norm_0: tensor(48.6242, device='cuda:0') (tensor(25.5692, device='cuda:0')) | > loss_gen: 2.7527670860290527 (2.6382258722924767) | > loss_kl: 1.6534713506698608 (1.7391372134542873) | > loss_feat: 6.944161891937256 (7.531634012858073) | > loss_mel: 17.89715003967285 (19.35308140159672) | > loss_duration: 2.15505313873291 (2.092344345190585) | > loss_1: 31.402603149414062 (33.35442295237485) | > grad_norm_1: tensor(178.5105, device='cuda:0') (tensor(282.6136, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.4061 (0.374313428870633) | > loader_time: 0.0056 (0.004119723271100953)  --> TIME: 2024-06-10 22:20:08 -- STEP: 259/330 -- GLOBAL_STEP: 143700 | > loss_disc: 2.269373655319214 (2.274218386204545) | > loss_disc_real_0: 0.13364045321941376 (0.11173794868772555) | > loss_disc_real_1: 0.17836691439151764 (0.1994598076668025) | > loss_disc_real_2: 0.20271484553813934 (0.21451473984018715) | > loss_disc_real_3: 0.24680672585964203 (0.2223631209158069) | > loss_disc_real_4: 0.24008400738239288 (0.2160960749999897) | > loss_disc_real_5: 0.18804733455181122 (0.2104979037778258) | > loss_0: 2.269373655319214 (2.274218386204545) | > grad_norm_0: tensor(19.7432, device='cuda:0') (tensor(26.7259, device='cuda:0')) | > loss_gen: 2.536482572555542 (2.630118195154491) | > loss_kl: 1.743415117263794 (1.7368195586222939) | > loss_feat: 7.490105152130127 (7.531129304966871) | > loss_mel: 19.61521339416504 (19.31463011811599) | > loss_duration: 2.1883816719055176 (2.098744053638119) | > loss_1: 33.5735969543457 (33.3114413110446) | > grad_norm_1: tensor(297.8706, device='cuda:0') (tensor(291.2710, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.4142 (0.3783348057721111) | > loader_time: 0.0054 (0.00426428658621652)  --> TIME: 2024-06-10 22:20:19 -- STEP: 284/330 -- GLOBAL_STEP: 143725 | > loss_disc: 2.2904152870178223 (2.271223038015231) | > loss_disc_real_0: 0.1317470371723175 (0.11185020928494108) | > loss_disc_real_1: 0.234083354473114 (0.1994919538970145) | > loss_disc_real_2: 0.21896475553512573 (0.21420130270047927) | > loss_disc_real_3: 0.22974972426891327 (0.22205461420013872) | > loss_disc_real_4: 0.25143781304359436 (0.21597047821736673) | > loss_disc_real_5: 0.2515745162963867 (0.2103954783417809) | > loss_0: 2.2904152870178223 (2.271223038015231) | > grad_norm_0: tensor(41.4226, device='cuda:0') (tensor(26.7872, device='cuda:0')) | > loss_gen: 2.737569570541382 (2.627826948400953) | > loss_kl: 1.5847349166870117 (1.7374144108362604) | > loss_feat: 8.696131706237793 (7.549608371627163) | > loss_mel: 20.3450870513916 (19.28978144283026) | > loss_duration: 2.195054531097412 (2.1066454094900213) | > loss_1: 35.55857467651367 (33.31127660375247) | > grad_norm_1: tensor(495.9970, device='cuda:0') (tensor(301.0127, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.4406 (0.3833789791859371) | > loader_time: 0.0065 (0.004409213301161646)  --> TIME: 2024-06-10 22:20:31 -- STEP: 309/330 -- GLOBAL_STEP: 143750 | > loss_disc: 2.246631622314453 (2.2688442395342983) | > loss_disc_real_0: 0.13590243458747864 (0.11177012817421778) | > loss_disc_real_1: 0.18351487815380096 (0.19961652446622602) | > loss_disc_real_2: 0.2376500517129898 (0.21419687733102374) | > loss_disc_real_3: 0.18074320256710052 (0.22168949154781292) | > loss_disc_real_4: 0.17330464720726013 (0.21534776890162124) | > loss_disc_real_5: 0.15114744007587433 (0.20970934234004962) | > loss_0: 2.246631622314453 (2.2688442395342983) | > grad_norm_0: tensor(39.3779, device='cuda:0') (tensor(26.9675, device='cuda:0')) | > loss_gen: 2.490536689758301 (2.6240445911691395) | > loss_kl: 1.720141887664795 (1.7349462111790979) | > loss_feat: 7.486432075500488 (7.580985870176149) | > loss_mel: 18.63418960571289 (19.267391062863055) | > loss_duration: 2.274531841278076 (2.117040621809975) | > loss_1: 32.605831146240234 (33.3244083490958) | > grad_norm_1: tensor(523.3447, device='cuda:0') (tensor(312.3103, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.4943 (0.39150383094367847) | > loader_time: 0.0073 (0.004610898039487573)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.402841329574585 (2.402841329574585) | > loss_disc_real_0: 0.12785238027572632 (0.12785238027572632) | > loss_disc_real_1: 0.18433573842048645 (0.18433573842048645) | > loss_disc_real_2: 0.2405725121498108 (0.2405725121498108) | > loss_disc_real_3: 0.2713105082511902 (0.2713105082511902) | > loss_disc_real_4: 0.2630738615989685 (0.2630738615989685) | > loss_disc_real_5: 0.2638814449310303 (0.2638814449310303) | > loss_0: 2.402841329574585 (2.402841329574585) | > loss_gen: 2.5103681087493896 (2.5103681087493896) | > loss_kl: 1.6645328998565674 (1.6645328998565674) | > loss_feat: 6.517782688140869 (6.517782688140869) | > loss_mel: 17.248592376708984 (17.248592376708984) | > loss_duration: 2.824907064437866 (2.824907064437866) | > loss_1: 30.766183853149414 (30.766183853149414)  --> STEP: 1 | > loss_disc: 2.0153822898864746 (2.0153822898864746) | > loss_disc_real_0: 0.07723186165094376 (0.07723186165094376) | > loss_disc_real_1: 0.15805888175964355 (0.15805888175964355) | > loss_disc_real_2: 0.16264015436172485 (0.16264015436172485) | > loss_disc_real_3: 0.2678363621234894 (0.2678363621234894) | > loss_disc_real_4: 0.2731008231639862 (0.2731008231639862) | > loss_disc_real_5: 0.2695072889328003 (0.2695072889328003) | > loss_0: 2.0153822898864746 (2.0153822898864746) | > loss_gen: 3.1418983936309814 (3.1418983936309814) | > loss_kl: 2.23918080329895 (2.23918080329895) | > loss_feat: 7.847855567932129 (7.847855567932129) | > loss_mel: 19.637554168701172 (19.637554168701172) | > loss_duration: 2.368884325027466 (2.368884325027466) | > loss_1: 35.235374450683594 (35.235374450683594)  --> STEP: 2 | > loss_disc: 2.4926462173461914 (2.254014253616333) | > loss_disc_real_0: 0.12243878841400146 (0.09983532503247261) | > loss_disc_real_1: 0.19647975265979767 (0.1772693172097206) | > loss_disc_real_2: 0.25748664140701294 (0.2100633978843689) | > loss_disc_real_3: 0.3460760712623596 (0.3069562166929245) | > loss_disc_real_4: 0.21011359989643097 (0.2416072115302086) | > loss_disc_real_5: 0.19362078607082367 (0.23156403750181198) | > loss_0: 2.4926462173461914 (2.254014253616333) | > loss_gen: 2.2791411876678467 (2.710519790649414) | > loss_kl: 1.5845962762832642 (1.9118885397911072) | > loss_feat: 6.148230075836182 (6.998042821884155) | > loss_mel: 19.992143630981445 (19.81484889984131) | > loss_duration: 2.4234800338745117 (2.3961821794509888) | > loss_1: 32.427589416503906 (33.83148193359375)  --> STEP: 3 | > loss_disc: 1.95639967918396 (2.1548093954722085) | > loss_disc_real_0: 0.11285507678985596 (0.10417524228493373) | > loss_disc_real_1: 0.1262681782245636 (0.16026893754800162) | > loss_disc_real_2: 0.19718937575817108 (0.2057720571756363) | > loss_disc_real_3: 0.223802387714386 (0.2792382737000783) | > loss_disc_real_4: 0.1947946548461914 (0.22600302596886954) | > loss_disc_real_5: 0.3377883732318878 (0.2669721494118373) | > loss_0: 1.95639967918396 (2.1548093954722085) | > loss_gen: 3.618474006652832 (3.0131711959838867) | > loss_kl: 2.2030208110809326 (2.008932630221049) | > loss_feat: 9.264992713928223 (7.753692785898845) | > loss_mel: 19.907806396484375 (19.845834732055664) | > loss_duration: 2.1609694957733154 (2.317777951558431) | > loss_1: 37.1552619934082 (34.93940862019857)  --> STEP: 4 | > loss_disc: 2.218799591064453 (2.1708069443702698) | > loss_disc_real_0: 0.2006933093070984 (0.1283047590404749) | > loss_disc_real_1: 0.17448516190052032 (0.1638229936361313) | > loss_disc_real_2: 0.2645450830459595 (0.2204653136432171) | > loss_disc_real_3: 0.3194583058357239 (0.2892932817339897) | > loss_disc_real_4: 0.1683015078306198 (0.2115776464343071) | > loss_disc_real_5: 0.18511825799942017 (0.246508676558733) | > loss_0: 2.218799591064453 (2.1708069443702698) | > loss_gen: 2.9292678833007812 (2.9921953678131104) | > loss_kl: 2.8056628704071045 (2.208115190267563) | > loss_feat: 9.06757926940918 (8.082164406776428) | > loss_mel: 19.920608520507812 (19.8645281791687) | > loss_duration: 2.2120554447174072 (2.291347324848175) | > loss_1: 36.93517303466797 (35.43834972381592)  --> STEP: 5 | > loss_disc: 2.169189691543579 (2.1704834938049316) | > loss_disc_real_0: 0.11322040110826492 (0.1252878874540329) | > loss_disc_real_1: 0.1718735694885254 (0.1654331088066101) | > loss_disc_real_2: 0.21302270889282227 (0.21897679269313813) | > loss_disc_real_3: 0.31518852710723877 (0.29447233080863955) | > loss_disc_real_4: 0.2260068953037262 (0.2144634962081909) | > loss_disc_real_5: 0.2656005322933197 (0.25032704770565034) | > loss_0: 2.169189691543579 (2.1704834938049316) | > loss_gen: 2.8706376552581787 (2.967883825302124) | > loss_kl: 1.9844415187835693 (2.1633804559707643) | > loss_feat: 5.765724182128906 (7.618876361846924) | > loss_mel: 20.06935691833496 (19.905493927001952) | > loss_duration: 2.3896586894989014 (2.3110095977783205) | > loss_1: 33.07981872558594 (34.966643524169925)  --> STEP: 6 | > loss_disc: 2.1882266998291016 (2.17344069480896) | > loss_disc_real_0: 0.15054897964000702 (0.1294980694850286) | > loss_disc_real_1: 0.10594190657138824 (0.15551790843407312) | > loss_disc_real_2: 0.2308902144432068 (0.22096236298481622) | > loss_disc_real_3: 0.3368310332298279 (0.30153211454550427) | > loss_disc_real_4: 0.24871772527694702 (0.22017253438631693) | > loss_disc_real_5: 0.20455345511436462 (0.24269811560710272) | > loss_0: 2.1882266998291016 (2.17344069480896) | > loss_gen: 2.8541393280029297 (2.948926409085592) | > loss_kl: 1.488028883934021 (2.050821860631307) | > loss_feat: 7.054969787597656 (7.524891932805379) | > loss_mel: 19.97039031982422 (19.916309992472332) | > loss_duration: 2.086568832397461 (2.2736028035481772) | > loss_1: 33.454097747802734 (34.714552561442055)  --> STEP: 7 | > loss_disc: 2.3458919525146484 (2.1980765887669156) | > loss_disc_real_0: 0.11231175810098648 (0.12704288214445114) | > loss_disc_real_1: 0.18217921257019043 (0.15932666616780417) | > loss_disc_real_2: 0.24569231271743774 (0.2244952129466193) | > loss_disc_real_3: 0.30281862616539 (0.30171590191977365) | > loss_disc_real_4: 0.3225458562374115 (0.23479729465075902) | > loss_disc_real_5: 0.40965041518211365 (0.2665484441178186) | > loss_0: 2.3458919525146484 (2.1980765887669156) | > loss_gen: 3.30458927154541 (2.9997353894369945) | > loss_kl: 2.6306307315826416 (2.1336516993386403) | > loss_feat: 7.799655914306641 (7.564143930162702) | > loss_mel: 19.197765350341797 (19.813660757882253) | > loss_duration: 2.4787755012512207 (2.302913188934326) | > loss_1: 35.411415100097656 (34.81410435267857)  --> STEP: 8 | > loss_disc: 2.102837324142456 (2.186171680688858) | > loss_disc_real_0: 0.16063694655895233 (0.1312421401962638) | > loss_disc_real_1: 0.13011209666728973 (0.15567484498023987) | > loss_disc_real_2: 0.19795441627502441 (0.22117761336266994) | > loss_disc_real_3: 0.2371579259634018 (0.29364615492522717) | > loss_disc_real_4: 0.23565496504306793 (0.23490450344979763) | > loss_disc_real_5: 0.23419806361198425 (0.26250464655458927) | > loss_0: 2.102837324142456 (2.186171680688858) | > loss_gen: 3.4158308506011963 (3.0517473220825195) | > loss_kl: 2.2514822483062744 (2.1483805179595947) | > loss_feat: 10.138023376464844 (7.88587886095047) | > loss_mel: 20.955337524414062 (19.95637035369873) | > loss_duration: 2.1360111236572266 (2.2820504307746887) | > loss_1: 38.89668273925781 (35.32442665100098)  --> STEP: 9 | > loss_disc: 2.3498964309692383 (2.2043633196089) | > loss_disc_real_0: 0.16009825468063354 (0.13444837513897154) | > loss_disc_real_1: 0.175883948802948 (0.15792030096054077) | > loss_disc_real_2: 0.233036071062088 (0.2224952197737164) | > loss_disc_real_3: 0.32744237780570984 (0.2974012908008363) | > loss_disc_real_4: 0.2916831970214844 (0.24121324717998505) | > loss_disc_real_5: 0.3884420692920685 (0.2764976935254203) | > loss_0: 2.3498964309692383 (2.2043633196089) | > loss_gen: 2.9760828018188477 (3.043340153164334) | > loss_kl: 2.244443416595459 (2.1590541733635797) | > loss_feat: 9.909881591796875 (8.110768053266737) | > loss_mel: 20.726181030273438 (20.041904873318142) | > loss_duration: 2.0884995460510254 (2.260544776916504) | > loss_1: 37.945091247558594 (35.61561160617404)  --> STEP: 10 | > loss_disc: 2.4826273918151855 (2.232189726829529) | > loss_disc_real_0: 0.19668371975421906 (0.1406719096004963) | > loss_disc_real_1: 0.2326871156692505 (0.16539698243141174) | > loss_disc_real_2: 0.22467590868473053 (0.22271328866481782) | > loss_disc_real_3: 0.31517094373703003 (0.2991782560944557) | > loss_disc_real_4: 0.25695979595184326 (0.24278790205717088) | > loss_disc_real_5: 0.2545197010040283 (0.2742998942732811) | > loss_0: 2.4826273918151855 (2.232189726829529) | > loss_gen: 2.6022653579711914 (2.9992326736450194) | > loss_kl: 2.241849660873413 (2.167333722114563) | > loss_feat: 5.545888900756836 (7.854280138015747) | > loss_mel: 18.510276794433594 (19.88874206542969) | > loss_duration: 2.330338954925537 (2.2675241947174074) | > loss_1: 31.230619430541992 (35.17711238861084)  --> STEP: 11 | > loss_disc: 2.338669538497925 (2.241869709708474) | > loss_disc_real_0: 0.1707722246646881 (0.14340830187905917) | > loss_disc_real_1: 0.16345973312854767 (0.1652208688584241) | > loss_disc_real_2: 0.26793500781059265 (0.22682435404170642) | > loss_disc_real_3: 0.35364341735839844 (0.3041296343911778) | > loss_disc_real_4: 0.25526031851768494 (0.2439217580990358) | > loss_disc_real_5: 0.3258872926235199 (0.27898965775966644) | > loss_0: 2.338669538497925 (2.241869709708474) | > loss_gen: 3.2314467430114746 (3.0203430435874243) | > loss_kl: 2.235495090484619 (2.1735302101482046) | > loss_feat: 7.119196891784668 (7.787454388358376) | > loss_mel: 19.170513153076172 (19.823448527943004) | > loss_duration: 2.45320725440979 (2.2844044728712602) | > loss_1: 34.209861755371094 (35.08918051286177)  --> STEP: 12 | > loss_disc: 2.208674192428589 (2.239103416601817) | > loss_disc_real_0: 0.1457720398902893 (0.1436052800466617) | > loss_disc_real_1: 0.14893139898777008 (0.1638634130358696) | > loss_disc_real_2: 0.201381653547287 (0.22470412900050482) | > loss_disc_real_3: 0.27461278438568115 (0.3016698968907197) | > loss_disc_real_4: 0.23991867899894714 (0.2435881681740284) | > loss_disc_real_5: 0.22597633302211761 (0.27457188069820404) | > loss_0: 2.208674192428589 (2.239103416601817) | > loss_gen: 2.6132609844207764 (2.9864195386568704) | > loss_kl: 1.5234339237213135 (2.1193555196126304) | > loss_feat: 6.863945960998535 (7.710495352745056) | > loss_mel: 20.932634353637695 (19.91588068008423) | > loss_duration: 2.19504714012146 (2.2769580284754434) | > loss_1: 34.12832260131836 (35.009109020233154)  --> STEP: 13 | > loss_disc: 2.1466917991638184 (2.231994830645048) | > loss_disc_real_0: 0.1180831640958786 (0.14164204035813993) | > loss_disc_real_1: 0.22084881365299225 (0.16824690539103287) | > loss_disc_real_2: 0.1991763859987259 (0.22274045646190643) | > loss_disc_real_3: 0.23268423974514008 (0.2963633078795213) | > loss_disc_real_4: 0.21432535350322723 (0.24133718243012062) | > loss_disc_real_5: 0.2055475413799286 (0.26926231613525975) | > loss_0: 2.1466917991638184 (2.231994830645048) | > loss_gen: 2.729835271835327 (2.9666822873629055) | > loss_kl: 2.128734588623047 (2.120076986459585) | > loss_feat: 8.369791030883789 (7.7612104049095745) | > loss_mel: 18.48206901550293 (19.805587475116436) | > loss_duration: 2.147413730621338 (2.266993082486666) | > loss_1: 33.857845306396484 (34.920550273014946)  --> STEP: 14 | > loss_disc: 2.3224334716796875 (2.238454733576094) | > loss_disc_real_0: 0.1617279052734375 (0.14307674499494688) | > loss_disc_real_1: 0.14085091650485992 (0.16629004904202052) | > loss_disc_real_2: 0.1884383261203766 (0.2202903042946543) | > loss_disc_real_3: 0.3287508189678192 (0.2986767015286854) | > loss_disc_real_4: 0.2859567105770111 (0.24452429158346994) | > loss_disc_real_5: 0.28135669231414795 (0.27012620014803745) | > loss_0: 2.3224334716796875 (2.238454733576094) | > loss_gen: 2.8116660118103027 (2.9556096962520053) | > loss_kl: 2.9132516384124756 (2.1767323187419345) | > loss_feat: 7.947119235992432 (7.774489607129778) | > loss_mel: 22.037086486816406 (19.964980261666433) | > loss_duration: 2.385911703109741 (2.2754872696740285) | > loss_1: 38.09503173828125 (35.1472989491054)  --> STEP: 15 | > loss_disc: 2.446857213973999 (2.2523482322692874) | > loss_disc_real_0: 0.16730111837387085 (0.1446917032202085) | > loss_disc_real_1: 0.17854291200637817 (0.1671069065729777) | > loss_disc_real_2: 0.25678884983062744 (0.2227235406637192) | > loss_disc_real_3: 0.2661954164505005 (0.2965112825234731) | > loss_disc_real_4: 0.23285029828548431 (0.24374602536360424) | > loss_disc_real_5: 0.25074175000190735 (0.2688339034716288) | > loss_0: 2.446857213973999 (2.2523482322692874) | > loss_gen: 2.5924880504608154 (2.931401586532593) | > loss_kl: 3.0914599895477295 (2.237714163462321) | > loss_feat: 8.716119766235352 (7.83726495107015) | > loss_mel: 20.411104202270508 (19.994721857706704) | > loss_duration: 2.312380790710449 (2.2779468377431233) | > loss_1: 37.12355422973633 (35.27904930114746)  --> STEP: 16 | > loss_disc: 2.2081573009490967 (2.2495862990617757) | > loss_disc_real_0: 0.1762467920780182 (0.1466638962738216) | > loss_disc_real_1: 0.1502634435892105 (0.16605419013649225) | > loss_disc_real_2: 0.24930107593536377 (0.22438463661819696) | > loss_disc_real_3: 0.21566864848136902 (0.2914586178958416) | > loss_disc_real_4: 0.2397928088903427 (0.24349894933402538) | > loss_disc_real_5: 0.2578919529914856 (0.2681500315666198) | > loss_0: 2.2081573009490967 (2.2495862990617757) | > loss_gen: 2.7369043827056885 (2.9192455112934113) | > loss_kl: 1.920031189918518 (2.2178589776158333) | > loss_feat: 8.035042762756348 (7.849626064300537) | > loss_mel: 19.857446670532227 (19.9861421585083) | > loss_duration: 2.3593294620513916 (2.28303325176239) | > loss_1: 34.908756256103516 (35.255905985832214)  --> STEP: 17 | > loss_disc: 2.4841699600219727 (2.2633853379417874) | > loss_disc_real_0: 0.16808336973190308 (0.14792386530076757) | > loss_disc_real_1: 0.22682933509349823 (0.16962919866337495) | > loss_disc_real_2: 0.26377561688423157 (0.2267017531044343) | > loss_disc_real_3: 0.3368004560470581 (0.2941257848459132) | > loss_disc_real_4: 0.30403295159339905 (0.2470597729963415) | > loss_disc_real_5: 0.31864145398139954 (0.27112011523807744) | > loss_0: 2.4841699600219727 (2.2633853379417874) | > loss_gen: 2.7608988285064697 (2.9099310005412384) | > loss_kl: 1.6533477306365967 (2.184652433675878) | > loss_feat: 6.029750347137451 (7.742574551526238) | > loss_mel: 17.559988021850586 (19.84342720929314) | > loss_duration: 2.398118734359741 (2.2898029860328224) | > loss_1: 30.402103424072266 (34.97038818808163)  --> STEP: 18 | > loss_disc: 1.9039061069488525 (2.243414269553291) | > loss_disc_real_0: 0.0747075229883194 (0.14385629072785378) | > loss_disc_real_1: 0.08289123326539993 (0.1648104228079319) | > loss_disc_real_2: 0.1506204903125763 (0.22247501628266442) | > loss_disc_real_3: 0.2876403331756592 (0.29376548197534347) | > loss_disc_real_4: 0.2289464771747589 (0.24605347878403133) | > loss_disc_real_5: 0.3063492178916931 (0.27307728760772276) | > loss_0: 1.9039061069488525 (2.243414269553291) | > loss_gen: 3.0169970989227295 (2.9158791171179876) | > loss_kl: 3.0231833457946777 (2.231237484349145) | > loss_feat: 10.504714012145996 (7.896026743782891) | > loss_mel: 19.773069381713867 (19.83951844109429) | > loss_duration: 2.190642833709717 (2.284294088681539) | > loss_1: 38.50860595703125 (35.16695584191216)  --> STEP: 19 | > loss_disc: 2.3801076412200928 (2.250608657535754) | > loss_disc_real_0: 0.1499558687210083 (0.14417732114854612) | > loss_disc_real_1: 0.14680352807044983 (0.16386269150595917) | > loss_disc_real_2: 0.23419448733329773 (0.22309183054848722) | > loss_disc_real_3: 0.33362895250320435 (0.2958635593715467) | > loss_disc_real_4: 0.32796457409858704 (0.2503645890637448) | > loss_disc_real_5: 0.36341363191604614 (0.27783183204500295) | > loss_0: 2.3801076412200928 (2.250608657535754) | > loss_gen: 2.980107069015503 (2.9192595356389095) | > loss_kl: 1.9076194763183594 (2.2142049576106824) | > loss_feat: 9.035407066345215 (7.955994129180908) | > loss_mel: 19.679119110107422 (19.831076371042354) | > loss_duration: 2.294835090637207 (2.284848878258153) | > loss_1: 35.89708709716797 (35.2053838027151)  --> STEP: 20 | > loss_disc: 2.236419439315796 (2.249899196624756) | > loss_disc_real_0: 0.1718805432319641 (0.145562482252717) | > loss_disc_real_1: 0.11356662958860397 (0.1613478884100914) | > loss_disc_real_2: 0.13151676952838898 (0.2185130774974823) | > loss_disc_real_3: 0.30771777033805847 (0.2964562699198723) | > loss_disc_real_4: 0.29329806566238403 (0.25251126289367676) | > loss_disc_real_5: 0.3063994348049164 (0.2792602121829986) | > loss_0: 2.236419439315796 (2.249899196624756) | > loss_gen: 3.0011680126190186 (2.923354959487915) | > loss_kl: 1.9769737720489502 (2.2023433983325957) | > loss_feat: 8.083499908447266 (7.962369418144226) | > loss_mel: 20.771533966064453 (19.87809925079346) | > loss_duration: 2.2950539588928223 (2.2853591322898863) | > loss_1: 36.128231048583984 (35.25152616500854)  --> STEP: 21 | > loss_disc: 2.3085784912109375 (2.2526934487479076) | > loss_disc_real_0: 0.1549065113067627 (0.14600743601719537) | > loss_disc_real_1: 0.17571966350078583 (0.16203225865250542) | > loss_disc_real_2: 0.16917282342910767 (0.21616354158946446) | > loss_disc_real_3: 0.2537849545478821 (0.2944243025212061) | > loss_disc_real_4: 0.17780733108520508 (0.24895393280755906) | > loss_disc_real_5: 0.19027650356292725 (0.2750228927249) | > loss_0: 2.3085784912109375 (2.2526934487479076) | > loss_gen: 2.365975856781006 (2.8968130974542525) | > loss_kl: 2.2369089126586914 (2.203989375205267) | > loss_feat: 7.28928279876709 (7.930317674364362) | > loss_mel: 17.925615310668945 (19.78512382507325) | > loss_duration: 2.125002861022949 (2.2777231193724132) | > loss_1: 31.942787170410156 (35.09396716526577)  --> STEP: 22 | > loss_disc: 2.205125093460083 (2.2505312507802793) | > loss_disc_real_0: 0.1378406435251236 (0.14563621817664665) | > loss_disc_real_1: 0.20182284712791443 (0.16384092176502402) | > loss_disc_real_2: 0.152205690741539 (0.2132563665509224) | > loss_disc_real_3: 0.26925963163375854 (0.2932804538445039) | > loss_disc_real_4: 0.23381434381008148 (0.2482657696713101) | > loss_disc_real_5: 0.29671379923820496 (0.2760088430209593) | > loss_0: 2.205125093460083 (2.2505312507802793) | > loss_gen: 2.8163890838623047 (2.8931574604728003) | > loss_kl: 2.0320048332214355 (2.1961718960241834) | > loss_feat: 6.774506092071533 (7.877780784260143) | > loss_mel: 20.60785484313965 (19.822520689530815) | > loss_duration: 2.148967742919922 (2.2718706022609365) | > loss_1: 34.379722595214844 (35.06150150299072)  --> STEP: 23 | > loss_disc: 2.135826826095581 (2.2455441018809448) | > loss_disc_real_0: 0.19309338927268982 (0.147699573441692) | > loss_disc_real_1: 0.1736670583486557 (0.16426814509474713) | > loss_disc_real_2: 0.1907142698764801 (0.21227627539116403) | > loss_disc_real_3: 0.2123604416847229 (0.28976219244625256) | > loss_disc_real_4: 0.22366313636302948 (0.2471960899622544) | > loss_disc_real_5: 0.2577228844165802 (0.275213801342508) | > loss_0: 2.135826826095581 (2.2455441018809448) | > loss_gen: 2.9010987281799316 (2.893502732981806) | > loss_kl: 2.2978525161743164 (2.20059279255245) | > loss_feat: 8.741504669189453 (7.915333996648374) | > loss_mel: 19.99537467956543 (19.830036080401886) | > loss_duration: 2.252926826477051 (2.2710469598355503) | > loss_1: 36.188758850097656 (35.110512691995375)  --> STEP: 24 | > loss_disc: 2.5674824714660645 (2.2589582006136584) | > loss_disc_real_0: 0.20320330560207367 (0.15001222894837454) | > loss_disc_real_1: 0.19845089316368103 (0.16569242626428604) | > loss_disc_real_2: 0.24912574887275696 (0.21381167011956373) | > loss_disc_real_3: 0.3550891578197479 (0.2924841493368149) | > loss_disc_real_4: 0.3343310058116913 (0.25082671145598096) | > loss_disc_real_5: 0.3668460249900818 (0.2790318106611569) | > loss_0: 2.5674824714660645 (2.2589582006136584) | > loss_gen: 2.908193349838257 (2.894114842017492) | > loss_kl: 2.4787769317626953 (2.212183798352877) | > loss_feat: 4.565994739532471 (7.775778194268544) | > loss_mel: 16.05042266845703 (19.672552188237518) | > loss_duration: 2.432694911956787 (2.2777822911739354) | > loss_1: 28.43608283996582 (34.83241144816081)  --> STEP: 25 | > loss_disc: 2.5961921215057373 (2.2724475574493415) | > loss_disc_real_0: 0.2497434765100479 (0.15400147885084148) | > loss_disc_real_1: 0.2593328654766083 (0.16943804383277894) | > loss_disc_real_2: 0.203487366437912 (0.21339869797229766) | > loss_disc_real_3: 0.29240500926971436 (0.29248098373413084) | > loss_disc_real_4: 0.22680062055587769 (0.2498656678199768) | > loss_disc_real_5: 0.3094351291656494 (0.2802479434013366) | > loss_0: 2.5961921215057373 (2.2724475574493415) | > loss_gen: 2.484555244445801 (2.877732458114624) | > loss_kl: 2.722858190536499 (2.2326107740402223) | > loss_feat: 5.337602138519287 (7.678251152038574) | > loss_mel: 15.627830505371094 (19.510763320922862) | > loss_duration: 2.3128743171691895 (2.2791859722137455) | > loss_1: 28.4857177734375 (34.57854370117188)  --> STEP: 26 | > loss_disc: 2.1143345832824707 (2.266366289212154) | > loss_disc_real_0: 0.1260165572166443 (0.15292513571106467) | > loss_disc_real_1: 0.11710157245397568 (0.16742510262590188) | > loss_disc_real_2: 0.3135758340358734 (0.21725166474397367) | > loss_disc_real_3: 0.2614273428916931 (0.2912866129324986) | > loss_disc_real_4: 0.14756621420383453 (0.2459310734501252) | > loss_disc_real_5: 0.21525131165981293 (0.2777480729497395) | > loss_0: 2.1143345832824707 (2.266366289212154) | > loss_gen: 2.6495909690856934 (2.8689577854596653) | > loss_kl: 2.2005105018615723 (2.2313761481871976) | > loss_feat: 14.047821998596191 (7.923234646136944) | > loss_mel: 21.09259605407715 (19.571603041428798) | > loss_duration: 2.2891685962677 (2.2795699192927437) | > loss_1: 42.279685974121094 (34.874741480900695) --> EVAL PERFORMANCE | > avg_loader_time: 0.00228873582986685 (-6.465728466327307e-05) | > avg_loss_disc: 2.266366289212154 (-0.019781672037564313) | > avg_loss_disc_real_0: 0.15292513571106467 (+0.07075659644145228) | > avg_loss_disc_real_1: 0.16742510262590188 (-0.020383198960469334) | > avg_loss_disc_real_2: 0.21725166474397367 (-0.02957889494987634) | > avg_loss_disc_real_3: 0.2912866129324986 (+0.04892727503409747) | > avg_loss_disc_real_4: 0.2459310734501252 (+0.03059602299561867) | > avg_loss_disc_real_5: 0.2777480729497395 (+0.06665737382494477) | > avg_loss_0: 2.266366289212154 (-0.019781672037564313) | > avg_loss_gen: 2.8689577854596653 (+0.4749269623022814) | > avg_loss_kl: 2.2313761481871976 (-0.0033590151713438487) | > avg_loss_feat: 7.923234646136944 (+0.47850776635683445) | > avg_loss_mel: 19.571603041428798 (-0.5501579137948767) | > avg_loss_duration: 2.2795699192927437 (+0.002982295476473773) | > avg_loss_1: 34.874741480900695 (+0.4029003290029678)  > EPOCH: 169/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:21:02)   --> TIME: 2024-06-10 22:21:04 -- STEP: 4/330 -- GLOBAL_STEP: 143775 | > loss_disc: 2.246077537536621 (2.2535406351089478) | > loss_disc_real_0: 0.08453729748725891 (0.09650709480047226) | > loss_disc_real_1: 0.15674608945846558 (0.2024424970149994) | > loss_disc_real_2: 0.18698188662528992 (0.1888330914080143) | > loss_disc_real_3: 0.17464809119701385 (0.22079424187541008) | > loss_disc_real_4: 0.17461732029914856 (0.21036021411418915) | > loss_disc_real_5: 0.15982303023338318 (0.20680665224790573) | > loss_0: 2.246077537536621 (2.2535406351089478) | > grad_norm_0: tensor(11.0797, device='cuda:0') (tensor(8.6201, device='cuda:0')) | > loss_gen: 2.4100944995880127 (2.4207866191864014) | > loss_kl: 1.4065498113632202 (1.7669248580932617) | > loss_feat: 7.165614604949951 (6.737516283988953) | > loss_mel: 20.143569946289062 (19.60853910446167) | > loss_duration: 2.339080810546875 (2.3270015716552734) | > loss_1: 33.46491241455078 (32.860769748687744) | > grad_norm_1: tensor(81.0591, device='cuda:0') (tensor(80.0416, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3251 (0.3314470052719116) | > loader_time: 0.0028 (0.003182649612426758)  --> TIME: 2024-06-10 22:21:13 -- STEP: 29/330 -- GLOBAL_STEP: 143800 | > loss_disc: 2.2896664142608643 (2.2681100779566283) | > loss_disc_real_0: 0.10234326869249344 (0.10361140478273918) | > loss_disc_real_1: 0.2584563195705414 (0.1993589673576684) | > loss_disc_real_2: 0.19389404356479645 (0.2110424457952894) | > loss_disc_real_3: 0.20261423289775848 (0.21984944209970278) | > loss_disc_real_4: 0.20587711036205292 (0.21742434337221342) | > loss_disc_real_5: 0.21100744605064392 (0.21422980006398826) | > loss_0: 2.2896664142608643 (2.2681100779566283) | > grad_norm_0: tensor(10.7336, device='cuda:0') (tensor(10.1529, device='cuda:0')) | > loss_gen: 2.5944929122924805 (2.544542361950052) | > loss_kl: 1.7492421865463257 (1.70116008561233) | > loss_feat: 7.132222652435303 (7.086870325022731) | > loss_mel: 19.741296768188477 (19.557369232177734) | > loss_duration: 2.0890607833862305 (2.1342318674613687) | > loss_1: 33.30631637573242 (33.02417393388419) | > grad_norm_1: tensor(97.8533, device='cuda:0') (tensor(103.7134, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3719 (0.33838787572137247) | > loader_time: 0.0032 (0.0031854613073940934)  --> TIME: 2024-06-10 22:21:22 -- STEP: 54/330 -- GLOBAL_STEP: 143825 | > loss_disc: 2.2265005111694336 (2.263906200726827) | > loss_disc_real_0: 0.0912792980670929 (0.10509681204954784) | > loss_disc_real_1: 0.17593911290168762 (0.19746148310325765) | > loss_disc_real_2: 0.20896153151988983 (0.21266725962912594) | > loss_disc_real_3: 0.2477271407842636 (0.22235577387942207) | > loss_disc_real_4: 0.2197461724281311 (0.21694893969429863) | > loss_disc_real_5: 0.21228830516338348 (0.2133004761956356) | > loss_0: 2.2265005111694336 (2.263906200726827) | > grad_norm_0: tensor(8.8169, device='cuda:0') (tensor(9.6923, device='cuda:0')) | > loss_gen: 2.658600330352783 (2.5837714627937034) | > loss_kl: 1.6237211227416992 (1.7289633287323847) | > loss_feat: 7.928380966186523 (7.334808014057301) | > loss_mel: 20.091995239257812 (19.578821464821143) | > loss_duration: 2.0545406341552734 (2.0941422824506395) | > loss_1: 34.35723876953125 (33.32050666102657) | > grad_norm_1: tensor(129.8699, device='cuda:0') (tensor(115.1871, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3712 (0.35124639228538257) | > loader_time: 0.0036 (0.003447276574594003)  --> TIME: 2024-06-10 22:21:32 -- STEP: 79/330 -- GLOBAL_STEP: 143850 | > loss_disc: 2.192383289337158 (2.2785127675986) | > loss_disc_real_0: 0.1091323271393776 (0.10846960327670543) | > loss_disc_real_1: 0.19898641109466553 (0.19828353652471226) | > loss_disc_real_2: 0.21222275495529175 (0.21385967090160032) | > loss_disc_real_3: 0.19060295820236206 (0.22374023270757892) | > loss_disc_real_4: 0.17212633788585663 (0.21725280299971375) | > loss_disc_real_5: 0.1699291467666626 (0.21181787135480326) | > loss_0: 2.192383289337158 (2.2785127675986) | > grad_norm_0: tensor(15.0110, device='cuda:0') (tensor(12.0860, device='cuda:0')) | > loss_gen: 2.712925434112549 (2.5803003703491596) | > loss_kl: 1.8792904615402222 (1.7276708189445207) | > loss_feat: 7.671977996826172 (7.36274788047694) | > loss_mel: 19.30304718017578 (19.499593179437177) | > loss_duration: 2.011630058288574 (2.078767319268817) | > loss_1: 33.57887268066406 (33.24907969221284) | > grad_norm_1: tensor(271.9951, device='cuda:0') (tensor(146.9132, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.381 (0.3590882186648214) | > loader_time: 0.0036 (0.003713263741022424)  --> TIME: 2024-06-10 22:21:41 -- STEP: 104/330 -- GLOBAL_STEP: 143875 | > loss_disc: 2.2979679107666016 (2.272992273935906) | > loss_disc_real_0: 0.10378364473581314 (0.1090977146075322) | > loss_disc_real_1: 0.18140436708927155 (0.19858495174692228) | > loss_disc_real_2: 0.20123381912708282 (0.21375733298751023) | > loss_disc_real_3: 0.21469080448150635 (0.22352484785593474) | > loss_disc_real_4: 0.2183748036623001 (0.21715877778255022) | > loss_disc_real_5: 0.24350948631763458 (0.21138433195077455) | > loss_0: 2.2979679107666016 (2.272992273935906) | > grad_norm_0: tensor(33.4802, device='cuda:0') (tensor(14.6543, device='cuda:0')) | > loss_gen: 2.5330703258514404 (2.58333829503793) | > loss_kl: 1.7791038751602173 (1.7294378509888282) | > loss_feat: 8.166400909423828 (7.355905574101668) | > loss_mel: 19.738521575927734 (19.471339665926415) | > loss_duration: 2.1115715503692627 (2.074986447508518) | > loss_1: 34.328670501708984 (33.21500805708077) | > grad_norm_1: tensor(371.6279, device='cuda:0') (tensor(170.7478, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3663 (0.36197133476917576) | > loader_time: 0.0047 (0.0038451323142418494)  --> TIME: 2024-06-10 22:21:50 -- STEP: 129/330 -- GLOBAL_STEP: 143900 | > loss_disc: 2.2032649517059326 (2.2803571168766474) | > loss_disc_real_0: 0.10733349621295929 (0.1090890944812649) | > loss_disc_real_1: 0.19549505412578583 (0.1986727536648743) | > loss_disc_real_2: 0.20301106572151184 (0.21549516615941544) | > loss_disc_real_3: 0.24131456017494202 (0.22521240373914556) | > loss_disc_real_4: 0.2159608155488968 (0.21726046791372372) | > loss_disc_real_5: 0.1822138875722885 (0.2115803985863693) | > loss_0: 2.2032649517059326 (2.2803571168766474) | > grad_norm_0: tensor(31.1636, device='cuda:0') (tensor(16.5297, device='cuda:0')) | > loss_gen: 2.583604097366333 (2.5946262880813245) | > loss_kl: 1.729487419128418 (1.7312828071357669) | > loss_feat: 7.417956829071045 (7.367074009059936) | > loss_mel: 20.197595596313477 (19.437798152598297) | > loss_duration: 2.045516014099121 (2.0735010001086445) | > loss_1: 33.974159240722656 (33.20428239097891) | > grad_norm_1: tensor(141.6656, device='cuda:0') (tensor(186.2580, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3534 (0.36210474672243587) | > loader_time: 0.0039 (0.003909414128739705)  --> TIME: 2024-06-10 22:22:00 -- STEP: 154/330 -- GLOBAL_STEP: 143925 | > loss_disc: 2.306946277618408 (2.2764142178869866) | > loss_disc_real_0: 0.10532567650079727 (0.10921832921539808) | > loss_disc_real_1: 0.21169543266296387 (0.19838547929153816) | > loss_disc_real_2: 0.23677067458629608 (0.21459918401458047) | > loss_disc_real_3: 0.21230849623680115 (0.22436495086589417) | > loss_disc_real_4: 0.20437204837799072 (0.21656165600984129) | > loss_disc_real_5: 0.2114090770483017 (0.21119624260184047) | > loss_0: 2.306946277618408 (2.2764142178869866) | > grad_norm_0: tensor(34.7161, device='cuda:0') (tensor(18.5731, device='cuda:0')) | > loss_gen: 2.5848348140716553 (2.5995414613129255) | > loss_kl: 1.6211671829223633 (1.7277012088082053) | > loss_feat: 7.291783809661865 (7.3833471985606405) | > loss_mel: 19.09372329711914 (19.449961823302427) | > loss_duration: 2.080307960510254 (2.0741477515790363) | > loss_1: 32.671817779541016 (33.23469959605824) | > grad_norm_1: tensor(312.7543, device='cuda:0') (tensor(203.7297, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3656 (0.36286714015068955) | > loader_time: 0.0041 (0.0039746405242325426)  --> TIME: 2024-06-10 22:22:09 -- STEP: 179/330 -- GLOBAL_STEP: 143950 | > loss_disc: 2.41940975189209 (2.272819961249495) | > loss_disc_real_0: 0.10083380341529846 (0.10902514660408377) | > loss_disc_real_1: 0.15336979925632477 (0.1981138674407032) | > loss_disc_real_2: 0.2019469439983368 (0.21411103276567087) | > loss_disc_real_3: 0.21655339002609253 (0.22398001263594494) | > loss_disc_real_4: 0.24909934401512146 (0.21575513040886246) | > loss_disc_real_5: 0.21819360554218292 (0.21122592654308123) | > loss_0: 2.41940975189209 (2.272819961249495) | > grad_norm_0: tensor(54.6899, device='cuda:0') (tensor(20.7483, device='cuda:0')) | > loss_gen: 2.5433855056762695 (2.6089458012714077) | > loss_kl: 1.8931925296783447 (1.7277765900063116) | > loss_feat: 7.93040657043457 (7.420028750456911) | > loss_mel: 19.556596755981445 (19.43879010291073) | > loss_duration: 2.117037296295166 (2.078153568273151) | > loss_1: 34.040618896484375 (33.27369496009867) | > grad_norm_1: tensor(394.2361, device='cuda:0') (tensor(218.4249, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.3706 (0.36467846012648275) | > loader_time: 0.0047 (0.004052088913304844)  --> TIME: 2024-06-10 22:22:20 -- STEP: 204/330 -- GLOBAL_STEP: 143975 | > loss_disc: 2.381192445755005 (2.274784270454855) | > loss_disc_real_0: 0.1908823847770691 (0.10950961312753897) | > loss_disc_real_1: 0.20012888312339783 (0.19862770953891323) | > loss_disc_real_2: 0.21286337077617645 (0.21463858818306641) | > loss_disc_real_3: 0.25284329056739807 (0.22451178020998544) | > loss_disc_real_4: 0.22088055312633514 (0.21635432366062612) | > loss_disc_real_5: 0.2111228108406067 (0.21114124262741965) | > loss_0: 2.381192445755005 (2.274784270454855) | > grad_norm_0: tensor(12.2071, device='cuda:0') (tensor(21.1965, device='cuda:0')) | > loss_gen: 2.632718801498413 (2.6158582766850813) | > loss_kl: 1.7295584678649902 (1.7282660165253807) | > loss_feat: 8.229832649230957 (7.465237432835149) | > loss_mel: 19.198951721191406 (19.426913859797462) | > loss_duration: 2.0643255710601807 (2.0836715002854667) | > loss_1: 33.85538864135742 (33.319947214687566) | > grad_norm_1: tensor(313.7705, device='cuda:0') (tensor(230.4434, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.4077 (0.36990228470634023) | > loader_time: 0.0045 (0.0041661250825021775)  --> TIME: 2024-06-10 22:22:30 -- STEP: 229/330 -- GLOBAL_STEP: 144000 | > loss_disc: 2.250357151031494 (2.2794200312102197) | > loss_disc_real_0: 0.08412028849124908 (0.11031058710475156) | > loss_disc_real_1: 0.16469088196754456 (0.1990603660131646) | > loss_disc_real_2: 0.13715152442455292 (0.21488215745015957) | > loss_disc_real_3: 0.23057261109352112 (0.22467532252900985) | > loss_disc_real_4: 0.22833110392093658 (0.21625075518564366) | > loss_disc_real_5: 0.17413246631622314 (0.2109979972828944) | > loss_0: 2.250357151031494 (2.2794200312102197) | > grad_norm_0: tensor(27.7579, device='cuda:0') (tensor(21.0353, device='cuda:0')) | > loss_gen: 2.5663132667541504 (2.60759410483348) | > loss_kl: 1.721503734588623 (1.733122032282134) | > loss_feat: 7.2749247550964355 (7.443758579320782) | > loss_mel: 19.791488647460938 (19.406783599520356) | > loss_duration: 2.1813478469848633 (2.0907204541577014) | > loss_1: 33.535579681396484 (33.2819788986939) | > grad_norm_1: tensor(323.6814, device='cuda:0') (tensor(232.3832, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.4165 (0.37393455317967855) | > loader_time: 0.0053 (0.00430376144475812) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_144000.pth  --> TIME: 2024-06-10 22:22:46 -- STEP: 254/330 -- GLOBAL_STEP: 144025 | > loss_disc: 2.3242006301879883 (2.2796118832009973) | > loss_disc_real_0: 0.09709241986274719 (0.11092605937536307) | > loss_disc_real_1: 0.23628020286560059 (0.19963551658814346) | > loss_disc_real_2: 0.29748988151550293 (0.2155150490717625) | > loss_disc_real_3: 0.22346319258213043 (0.224023391881327) | > loss_disc_real_4: 0.19345246255397797 (0.21617640202909005) | > loss_disc_real_5: 0.21317455172538757 (0.21054603411691392) | > loss_0: 2.3242006301879883 (2.2796118832009973) | > grad_norm_0: tensor(36.2609, device='cuda:0') (tensor(22.0815, device='cuda:0')) | > loss_gen: 2.499570608139038 (2.6064046499297393) | > loss_kl: 1.7054839134216309 (1.7290606494024983) | > loss_feat: 7.658728122711182 (7.445003886861126) | > loss_mel: 18.78026580810547 (19.37130338563694) | > loss_duration: 2.10500431060791 (2.0966645981383154) | > loss_1: 32.749053955078125 (33.24843726571151) | > grad_norm_1: tensor(477.1879, device='cuda:0') (tensor(245.7301, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.4318 (0.3798103923872701) | > loader_time: 0.0062 (0.004484002984414889)  --> TIME: 2024-06-10 22:22:57 -- STEP: 279/330 -- GLOBAL_STEP: 144050 | > loss_disc: 2.414687395095825 (2.2794650660620785) | > loss_disc_real_0: 0.23796042799949646 (0.11145634919832256) | > loss_disc_real_1: 0.24494674801826477 (0.19959334858215835) | > loss_disc_real_2: 0.21640504896640778 (0.21496918562492592) | > loss_disc_real_3: 0.25667139887809753 (0.2238677297869036) | > loss_disc_real_4: 0.25726380944252014 (0.21631908192429491) | > loss_disc_real_5: 0.24517172574996948 (0.21028474202933706) | > loss_0: 2.414687395095825 (2.2794650660620785) | > grad_norm_0: tensor(43.4345, device='cuda:0') (tensor(23.6826, device='cuda:0')) | > loss_gen: 2.932473659515381 (2.6078669879598873) | > loss_kl: 1.7551960945129395 (1.7282685635337693) | > loss_feat: 7.928627967834473 (7.46403155104661) | > loss_mel: 19.070476531982422 (19.338368234668575) | > loss_duration: 2.1637418270111084 (2.104562985427065) | > loss_1: 33.85051727294922 (33.24309841962698) | > grad_norm_1: tensor(599.3600, device='cuda:0') (tensor(259.9347, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.4478 (0.3853053277538669) | > loader_time: 0.007 (0.004643576119535713)  --> TIME: 2024-06-10 22:23:10 -- STEP: 304/330 -- GLOBAL_STEP: 144075 | > loss_disc: 2.1966922283172607 (2.277638391444557) | > loss_disc_real_0: 0.10231642425060272 (0.11186302053791125) | > loss_disc_real_1: 0.20415891706943512 (0.19992250596222122) | > loss_disc_real_2: 0.1863633543252945 (0.21461926910438045) | > loss_disc_real_3: 0.21330420672893524 (0.2233597173012401) | > loss_disc_real_4: 0.19144204258918762 (0.2160564626714117) | > loss_disc_real_5: 0.18731585144996643 (0.20947043279087857) | > loss_0: 2.1966922283172607 (2.277638391444557) | > grad_norm_0: tensor(20.2075, device='cuda:0') (tensor(24.1896, device='cuda:0')) | > loss_gen: 2.572505474090576 (2.608268731518797) | > loss_kl: 1.760299801826477 (1.7281327467215688) | > loss_feat: 8.217957496643066 (7.495220664300416) | > loss_mel: 19.173194885253906 (19.304276711062368) | > loss_duration: 2.243497371673584 (2.1141127500879153) | > loss_1: 33.96745300292969 (33.25001168878455) | > grad_norm_1: tensor(464.8417, device='cuda:0') (tensor(266.9574, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.4884 (0.3926921494697269) | > loader_time: 0.0074 (0.004835374261203565)  --> TIME: 2024-06-10 22:23:37 -- STEP: 329/330 -- GLOBAL_STEP: 144100 | > loss_disc: 2.2061305046081543 (2.277956334290895) | > loss_disc_real_0: 0.12843473255634308 (0.11319664131997202) | > loss_disc_real_1: 0.21641716361045837 (0.2004100421279397) | > loss_disc_real_2: 0.2121182382106781 (0.21441620420721172) | > loss_disc_real_3: 0.20290665328502655 (0.2227710363622132) | > loss_disc_real_4: 0.22784173488616943 (0.2157241113280091) | > loss_disc_real_5: 0.1632927805185318 (0.20897209422385438) | > loss_0: 2.2061305046081543 (2.277956334290895) | > grad_norm_0: tensor(14.1300, device='cuda:0') (tensor(24.4650, device='cuda:0')) | > loss_gen: 2.536530017852783 (2.6095681567322533) | > loss_kl: 2.097360372543335 (1.7343149844636307) | > loss_feat: 13.400589942932129 (7.628059304593907) | > loss_mel: 20.028583526611328 (19.273896231839704) | > loss_duration: 2.286571979522705 (2.1272892223665423) | > loss_1: 40.34963607788086 (33.37312797500008) | > grad_norm_1: tensor(318.3097, device='cuda:0') (tensor(274.0713, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 13.177 (0.4449971439628253) | > loader_time: 0.0359 (0.00530530326634555)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1335067749023438 (2.1335067749023438) | > loss_disc_real_0: 0.14033769071102142 (0.14033769071102142) | > loss_disc_real_1: 0.20652160048484802 (0.20652160048484802) | > loss_disc_real_2: 0.19228310883045197 (0.19228310883045197) | > loss_disc_real_3: 0.2463703453540802 (0.2463703453540802) | > loss_disc_real_4: 0.2012341469526291 (0.2012341469526291) | > loss_disc_real_5: 0.1727137565612793 (0.1727137565612793) | > loss_0: 2.1335067749023438 (2.1335067749023438) | > loss_gen: 2.5635807514190674 (2.5635807514190674) | > loss_kl: 0.9980273246765137 (0.9980273246765137) | > loss_feat: 7.67122220993042 (7.67122220993042) | > loss_mel: 18.01593589782715 (18.01593589782715) | > loss_duration: 2.9832468032836914 (2.9832468032836914) | > loss_1: 32.23201370239258 (32.23201370239258)  --> STEP: 1 | > loss_disc: 2.5396549701690674 (2.5396549701690674) | > loss_disc_real_0: 0.11546598374843597 (0.11546598374843597) | > loss_disc_real_1: 0.2617092430591583 (0.2617092430591583) | > loss_disc_real_2: 0.20506201684474945 (0.20506201684474945) | > loss_disc_real_3: 0.3585899770259857 (0.3585899770259857) | > loss_disc_real_4: 0.3525966703891754 (0.3525966703891754) | > loss_disc_real_5: 0.3753102719783783 (0.3753102719783783) | > loss_0: 2.5396549701690674 (2.5396549701690674) | > loss_gen: 2.6594784259796143 (2.6594784259796143) | > loss_kl: 1.6054362058639526 (1.6054362058639526) | > loss_feat: 4.943618297576904 (4.943618297576904) | > loss_mel: 17.79834747314453 (17.79834747314453) | > loss_duration: 2.387242555618286 (2.387242555618286) | > loss_1: 29.39412498474121 (29.39412498474121)  --> STEP: 2 | > loss_disc: 2.379875421524048 (2.4597651958465576) | > loss_disc_real_0: 0.15492373704910278 (0.13519486039876938) | > loss_disc_real_1: 0.22931697964668274 (0.24551311135292053) | > loss_disc_real_2: 0.2895713150501251 (0.2473166659474373) | > loss_disc_real_3: 0.2819593846797943 (0.32027468085289) | > loss_disc_real_4: 0.2417791783809662 (0.2971879243850708) | > loss_disc_real_5: 0.2296355664730072 (0.30247291922569275) | > loss_0: 2.379875421524048 (2.4597651958465576) | > loss_gen: 2.4544241428375244 (2.5569512844085693) | > loss_kl: 2.2037651538848877 (1.9046006798744202) | > loss_feat: 4.641924858093262 (4.792771577835083) | > loss_mel: 19.874366760253906 (18.83635711669922) | > loss_duration: 2.3463830947875977 (2.366812825202942) | > loss_1: 31.520862579345703 (30.457493782043457)  --> STEP: 3 | > loss_disc: 2.383471727371216 (2.4343340396881104) | > loss_disc_real_0: 0.1219809502363205 (0.1307902236779531) | > loss_disc_real_1: 0.2743513584136963 (0.25512586037317914) | > loss_disc_real_2: 0.2798658609390259 (0.25816639761130017) | > loss_disc_real_3: 0.2643398344516754 (0.30162973205248517) | > loss_disc_real_4: 0.2977414131164551 (0.29737242062886554) | > loss_disc_real_5: 0.2616914212703705 (0.28887908657391864) | > loss_0: 2.383471727371216 (2.4343340396881104) | > loss_gen: 2.72137713432312 (2.611759901046753) | > loss_kl: 2.5146141052246094 (2.1079384883244834) | > loss_feat: 5.8304314613342285 (5.138658205668132) | > loss_mel: 18.801956176757812 (18.82489013671875) | > loss_duration: 2.171041488647461 (2.3015557130177817) | > loss_1: 32.03942108154297 (30.98480288187663)  --> STEP: 4 | > loss_disc: 2.254087209701538 (2.3892723321914673) | > loss_disc_real_0: 0.08988349139690399 (0.12056354060769081) | > loss_disc_real_1: 0.1444198191165924 (0.22744935005903244) | > loss_disc_real_2: 0.16946591436862946 (0.23599127680063248) | > loss_disc_real_3: 0.3531830608844757 (0.3145180642604828) | > loss_disc_real_4: 0.27400803565979004 (0.2915313243865967) | > loss_disc_real_5: 0.3113403916358948 (0.2944944128394127) | > loss_0: 2.254087209701538 (2.3892723321914673) | > loss_gen: 2.6575992107391357 (2.6232197284698486) | > loss_kl: 3.4198825359344482 (2.4359245002269745) | > loss_feat: 8.219416618347168 (5.908847808837891) | > loss_mel: 20.844940185546875 (19.32990264892578) | > loss_duration: 2.227787494659424 (2.283113658428192) | > loss_1: 37.369625091552734 (32.581008434295654)  --> STEP: 5 | > loss_disc: 1.810728669166565 (2.273563599586487) | > loss_disc_real_0: 0.05544034391641617 (0.10753890126943588) | > loss_disc_real_1: 0.2575094699859619 (0.23346137404441833) | > loss_disc_real_2: 0.21657678484916687 (0.23210837841033935) | > loss_disc_real_3: 0.21603405475616455 (0.29482126235961914) | > loss_disc_real_4: 0.17409548163414001 (0.26804415583610536) | > loss_disc_real_5: 0.17991416156291962 (0.27157836258411405) | > loss_0: 1.810728669166565 (2.273563599586487) | > loss_gen: 3.183425188064575 (2.735260820388794) | > loss_kl: 1.9600834846496582 (2.3407562971115112) | > loss_feat: 8.560728073120117 (6.439223861694336) | > loss_mel: 21.59398651123047 (19.78271942138672) | > loss_duration: 2.374052047729492 (2.3013013362884522) | > loss_1: 37.672279357910156 (33.59926261901855)  --> STEP: 6 | > loss_disc: 2.2247915267944336 (2.2654349207878113) | > loss_disc_real_0: 0.08035696297883987 (0.10300857822100322) | > loss_disc_real_1: 0.16543041169643402 (0.22212288031975427) | > loss_disc_real_2: 0.26287558674812317 (0.23723624646663666) | > loss_disc_real_3: 0.2892017364501953 (0.2938846747080485) | > loss_disc_real_4: 0.22081618010997772 (0.2601728265484174) | > loss_disc_real_5: 0.25222980976104736 (0.2683536037802696) | > loss_0: 2.2247915267944336 (2.2654349207878113) | > loss_gen: 2.6611204147338867 (2.722904086112976) | > loss_kl: 1.6538641452789307 (2.2262742718060813) | > loss_feat: 7.719367027282715 (6.6525810559590655) | > loss_mel: 20.29802131652832 (19.868603070576984) | > loss_duration: 2.105640411376953 (2.2686911821365356) | > loss_1: 34.43801498413086 (33.739054679870605)  --> STEP: 7 | > loss_disc: 2.5616455078125 (2.3077507189341953) | > loss_disc_real_0: 0.1334393471479416 (0.10735583092485156) | > loss_disc_real_1: 0.2529289424419403 (0.22652374633720943) | > loss_disc_real_2: 0.2770005464553833 (0.2429168607507433) | > loss_disc_real_3: 0.2765848934650421 (0.291413277387619) | > loss_disc_real_4: 0.2915612757205963 (0.26465689071587156) | > loss_disc_real_5: 0.282989501953125 (0.2704444463763918) | > loss_0: 2.5616455078125 (2.3077507189341953) | > loss_gen: 2.40730619430542 (2.677818672997611) | > loss_kl: 3.051889181137085 (2.3442192588533675) | > loss_feat: 4.190043926239014 (6.30079003742763) | > loss_mel: 17.225933074951172 (19.491078785487584) | > loss_duration: 2.3878731727600098 (2.285717180797032) | > loss_1: 29.263044357299805 (33.09962463378906)  --> STEP: 8 | > loss_disc: 2.0705149173736572 (2.278096243739128) | > loss_disc_real_0: 0.11056827008724213 (0.10775738582015038) | > loss_disc_real_1: 0.2642153799533844 (0.2312352005392313) | > loss_disc_real_2: 0.1818021982908249 (0.23527752794325352) | > loss_disc_real_3: 0.229034885764122 (0.2836159784346819) | > loss_disc_real_4: 0.18558625876903534 (0.254773061722517) | > loss_disc_real_5: 0.24726350605487823 (0.2675468288362026) | > loss_0: 2.0705149173736572 (2.278096243739128) | > loss_gen: 2.9078903198242188 (2.706577628850937) | > loss_kl: 2.309772253036499 (2.339913383126259) | > loss_feat: 10.248453140258789 (6.794247925281525) | > loss_mel: 21.334632873535156 (19.72152304649353) | > loss_duration: 2.1567904949188232 (2.269601345062256) | > loss_1: 38.957542419433594 (33.83186435699463)  --> STEP: 9 | > loss_disc: 2.3126344680786133 (2.281933824221293) | > loss_disc_real_0: 0.13861055672168732 (0.11118551592032115) | > loss_disc_real_1: 0.25389379262924194 (0.23375282188256583) | > loss_disc_real_2: 0.2535545229911804 (0.23730830517080095) | > loss_disc_real_3: 0.3026808500289917 (0.2857342975007163) | > loss_disc_real_4: 0.2788495719432831 (0.2574482295248244) | > loss_disc_real_5: 0.2968263030052185 (0.27080010374387103) | > loss_0: 2.3126344680786133 (2.281933824221293) | > loss_gen: 3.0243990421295166 (2.7418911192152233) | > loss_kl: 2.5815067291259766 (2.3667570882373385) | > loss_feat: 10.321677207946777 (7.18618451224433) | > loss_mel: 20.892744064331055 (19.851658715142143) | > loss_duration: 2.105984926223755 (2.251421742969089) | > loss_1: 38.92631149291992 (34.39791403876411)  --> STEP: 10 | > loss_disc: 2.408163070678711 (2.294556748867035) | > loss_disc_real_0: 0.1722206473350525 (0.11728902906179428) | > loss_disc_real_1: 0.31649309396743774 (0.24202684909105301) | > loss_disc_real_2: 0.28918853402137756 (0.2424963280558586) | > loss_disc_real_3: 0.25214073061943054 (0.28237494081258774) | > loss_disc_real_4: 0.2136967033147812 (0.25307307690382) | > loss_disc_real_5: 0.20405380427837372 (0.2641254737973213) | > loss_0: 2.408163070678711 (2.294556748867035) | > loss_gen: 2.6054255962371826 (2.7282445669174193) | > loss_kl: 1.700168251991272 (2.300098204612732) | > loss_feat: 5.7100372314453125 (7.038569784164428) | > loss_mel: 15.677183151245117 (19.43421115875244) | > loss_duration: 2.301394462585449 (2.2564190149307253) | > loss_1: 27.99420928955078 (33.75754356384277)  --> STEP: 11 | > loss_disc: 2.4854118824005127 (2.3119072155518965) | > loss_disc_real_0: 0.06890527904033661 (0.11289050633257086) | > loss_disc_real_1: 0.2480432540178299 (0.24257379499348727) | > loss_disc_real_2: 0.38394787907600403 (0.25535555996678094) | > loss_disc_real_3: 0.3180745840072632 (0.2856203629211946) | > loss_disc_real_4: 0.30563369393348694 (0.2578513148156079) | > loss_disc_real_5: 0.27301058173179626 (0.26493321088227356) | > loss_0: 2.4854118824005127 (2.3119072155518965) | > loss_gen: 2.982800006866455 (2.75138597054915) | > loss_kl: 2.2972686290740967 (2.299840970472856) | > loss_feat: 7.864713668823242 (7.113673773678866) | > loss_mel: 18.82875633239746 (19.37916981090199) | > loss_duration: 2.441110134124756 (2.273209116675637) | > loss_1: 34.41464614868164 (33.81728016246449)  --> STEP: 12 | > loss_disc: 1.952933669090271 (2.281992753346761) | > loss_disc_real_0: 0.1023561954498291 (0.11201264709234238) | > loss_disc_real_1: 0.18128904700279236 (0.23746673266092935) | > loss_disc_real_2: 0.20919029414653778 (0.2515084544817607) | > loss_disc_real_3: 0.28678515553474426 (0.2857174289723237) | > loss_disc_real_4: 0.19961099326610565 (0.25299795468648273) | > loss_disc_real_5: 0.24895469844341278 (0.26360166817903513) | > loss_0: 1.952933669090271 (2.281992753346761) | > loss_gen: 3.3112826347351074 (2.7980440258979797) | > loss_kl: 1.5594761371612549 (2.2381439010302224) | > loss_feat: 8.294757843017578 (7.212097446123759) | > loss_mel: 20.6575927734375 (19.48570505777995) | > loss_duration: 2.2640504837036133 (2.272445897261302) | > loss_1: 36.087158203125 (34.00643666585287)  --> STEP: 13 | > loss_disc: 2.555199146270752 (2.3030086297255297) | > loss_disc_real_0: 0.1356944590806961 (0.11383432493760036) | > loss_disc_real_1: 0.2324342280626297 (0.23707961692259863) | > loss_disc_real_2: 0.32169046998023987 (0.25690707105856675) | > loss_disc_real_3: 0.2635028064250946 (0.2840086118533061) | > loss_disc_real_4: 0.24562349915504456 (0.2524306888763721) | > loss_disc_real_5: 0.24813203513622284 (0.2624116964065111) | > loss_0: 2.555199146270752 (2.3030086297255297) | > loss_gen: 2.237579345703125 (2.7549313581906834) | > loss_kl: 2.1083457469940186 (2.2281594276428223) | > loss_feat: 5.206632137298584 (7.057830883906438) | > loss_mel: 18.479673385620117 (19.408318006075344) | > loss_duration: 2.1225838661193848 (2.2609180487119236) | > loss_1: 30.154813766479492 (33.71015798128568)  --> STEP: 14 | > loss_disc: 2.25053071975708 (2.299260207584926) | > loss_disc_real_0: 0.10007260739803314 (0.11285134511334556) | > loss_disc_real_1: 0.20230327546596527 (0.2345955925328391) | > loss_disc_real_2: 0.2986159920692444 (0.2598862797021866) | > loss_disc_real_3: 0.286042720079422 (0.2841539052980287) | > loss_disc_real_4: 0.24253784120082855 (0.2517240568995476) | > loss_disc_real_5: 0.31369850039482117 (0.26607503954853323) | > loss_0: 2.25053071975708 (2.299260207584926) | > loss_gen: 2.997983455657959 (2.7722922222954884) | > loss_kl: 2.6295125484466553 (2.256827507700239) | > loss_feat: 7.676377773284912 (7.102012804576328) | > loss_mel: 19.543472290039062 (19.417971883501327) | > loss_duration: 2.4083425998687744 (2.2714483737945557) | > loss_1: 35.25568771362305 (33.82055296216692)  --> STEP: 15 | > loss_disc: 2.4345004558563232 (2.3082762241363524) | > loss_disc_real_0: 0.10281123965978622 (0.11218200474977494) | > loss_disc_real_1: 0.26218581199645996 (0.2364349404970805) | > loss_disc_real_2: 0.2333741933107376 (0.25811880727609) | > loss_disc_real_3: 0.1817379742860794 (0.27732617656389874) | > loss_disc_real_4: 0.2255532294511795 (0.24997933506965636) | > loss_disc_real_5: 0.20549049973487854 (0.26203607022762293) | > loss_0: 2.4345004558563232 (2.3082762241363524) | > loss_gen: 2.3239378929138184 (2.742401933670044) | > loss_kl: 2.8079469203948975 (2.293568801879883) | > loss_feat: 9.941119194030762 (7.291286563873291) | > loss_mel: 18.399763107299805 (19.350091298421223) | > loss_duration: 2.290280342102051 (2.272703838348389) | > loss_1: 35.76304626464844 (33.95005251566569)  --> STEP: 16 | > loss_disc: 2.5170822143554688 (2.3213265985250473) | > loss_disc_real_0: 0.14438940584659576 (0.11419496731832623) | > loss_disc_real_1: 0.3081457018852234 (0.24091686308383942) | > loss_disc_real_2: 0.2653069496154785 (0.25856806617230177) | > loss_disc_real_3: 0.30031517148017883 (0.27876298874616623) | > loss_disc_real_4: 0.30680039525032043 (0.2535306513309479) | > loss_disc_real_5: 0.2727307677268982 (0.26270448882132763) | > loss_0: 2.5170822143554688 (2.3213265985250473) | > loss_gen: 2.707578420639038 (2.740225464105606) | > loss_kl: 1.954363226890564 (2.2723684534430504) | > loss_feat: 7.154897689819336 (7.282762259244919) | > loss_mel: 17.077939987182617 (19.20808184146881) | > loss_duration: 2.374640941619873 (2.2790749073028564) | > loss_1: 31.269420623779297 (33.78251302242279)  --> STEP: 17 | > loss_disc: 2.3616766929626465 (2.3237001334919647) | > loss_disc_real_0: 0.1326850801706314 (0.11528262101552066) | > loss_disc_real_1: 0.3048788011074066 (0.2446793300264022) | > loss_disc_real_2: 0.3637099266052246 (0.2647528814918855) | > loss_disc_real_3: 0.2944721281528473 (0.2796870557700886) | > loss_disc_real_4: 0.2915444076061249 (0.2557667546412524) | > loss_disc_real_5: 0.3304160535335541 (0.26668752203969387) | > loss_0: 2.3616766929626465 (2.3237001334919647) | > loss_gen: 3.195817232131958 (2.767024979871862) | > loss_kl: 1.8831273317337036 (2.2494719168719124) | > loss_feat: 7.562377452850342 (7.299210211809943) | > loss_mel: 18.74658966064453 (19.180935242596796) | > loss_duration: 2.369455337524414 (2.284391403198242) | > loss_1: 33.75736999511719 (33.78103402081658)  --> STEP: 18 | > loss_disc: 2.2277870178222656 (2.3183716270658703) | > loss_disc_real_0: 0.11979101598262787 (0.11553308740258217) | > loss_disc_real_1: 0.2833719253540039 (0.2468289186557134) | > loss_disc_real_2: 0.30525869131088257 (0.26700320425960755) | > loss_disc_real_3: 0.3006146550178528 (0.2808497001727422) | > loss_disc_real_4: 0.229422926902771 (0.2543032086557812) | > loss_disc_real_5: 0.24841348826885223 (0.2656722979413138) | > loss_0: 2.2277870178222656 (2.3183716270658703) | > loss_gen: 3.2438812255859375 (2.793516993522644) | > loss_kl: 2.6216084957122803 (2.2701461712519326) | > loss_feat: 9.054924011230469 (7.396749867333306) | > loss_mel: 20.906713485717773 (19.276811811659073) | > loss_duration: 2.252575397491455 (2.282623847325643) | > loss_1: 38.0797004699707 (34.01984882354736)  --> STEP: 19 | > loss_disc: 2.3077280521392822 (2.3178114389118396) | > loss_disc_real_0: 0.14124555885791779 (0.11688637537391562) | > loss_disc_real_1: 0.19718895852565765 (0.24421628917518415) | > loss_disc_real_2: 0.3802028000354767 (0.27296107772149536) | > loss_disc_real_3: 0.2736981511116028 (0.2804733028537349) | > loss_disc_real_4: 0.19048644602298737 (0.2509444316751079) | > loss_disc_real_5: 0.2183932363986969 (0.2631839262811761) | > loss_0: 2.3077280521392822 (2.3178114389118396) | > loss_gen: 2.605619192123413 (2.7836276355542635) | > loss_kl: 1.8085267543792725 (2.2458504124691614) | > loss_feat: 8.725682258605957 (7.466693677400288) | > loss_mel: 18.17361831665039 (19.218748996132298) | > loss_duration: 2.2804088592529297 (2.2825072690060266) | > loss_1: 33.59385681152344 (33.99742819133558)  --> STEP: 20 | > loss_disc: 2.395768642425537 (2.3217092990875243) | > loss_disc_real_0: 0.12478384375572205 (0.11728124879300594) | > loss_disc_real_1: 0.2219599187374115 (0.24310347065329552) | > loss_disc_real_2: 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loss_disc_real_5: 0.22328196465969086 (0.26392003680978504) | > loss_0: 2.2442078590393066 (2.3180187543233237) | > loss_gen: 3.6058268547058105 (2.8166914894467308) | > loss_kl: 2.275209903717041 (2.24322163491022) | > loss_feat: 7.24225378036499 (7.445059867132278) | > loss_mel: 19.21149253845215 (19.297641118367512) | > loss_duration: 2.200035572052002 (2.2799878461020335) | > loss_1: 34.53481674194336 (34.082602092197966)  --> STEP: 22 | > loss_disc: 2.2836222648620605 (2.31645527752963) | > loss_disc_real_0: 0.15006595849990845 (0.12089047614823688) | > loss_disc_real_1: 0.22991707921028137 (0.24268573183904996) | > loss_disc_real_2: 0.30478575825691223 (0.2736115076325156) | > loss_disc_real_3: 0.28417423367500305 (0.2850725555961783) | > loss_disc_real_4: 0.23769620060920715 (0.25382128696550027) | > loss_disc_real_5: 0.22457586228847504 (0.2621316652406346) | > loss_0: 2.2836222648620605 (2.31645527752963) | > loss_gen: 2.822011709213257 (2.8169333176179365) | > loss_kl: 1.8638296127319336 (2.2259765429930254) | > loss_feat: 6.6769890785217285 (7.410147558559071) | > loss_mel: 17.289011001586914 (19.20633974942294) | > loss_duration: 2.1672003269195557 (2.2748611406846484) | > loss_1: 30.819042205810547 (33.93425846099854)  --> STEP: 23 | > loss_disc: 2.2422962188720703 (2.313230970631475) | > loss_disc_real_0: 0.07484203577041626 (0.11888837004485338) | > loss_disc_real_1: 0.21668057143688202 (0.2415550726911296) | > loss_disc_real_2: 0.2598164677619934 (0.27301172329031903) | > loss_disc_real_3: 0.24839933216571808 (0.28347806762094085) | > loss_disc_real_4: 0.2725260555744171 (0.2546345377745836) | > loss_disc_real_5: 0.23401138186454773 (0.26090904422428296) | > loss_0: 2.2422962188720703 (2.313230970631475) | > loss_gen: 2.7727932929992676 (2.815014186112777) | > loss_kl: 2.6438868045806885 (2.244146554366402) | > loss_feat: 7.149424076080322 (7.398811754973038) | > loss_mel: 19.224597930908203 (19.20713358340056) | > loss_duration: 2.3337454795837402 (2.277421329332435) | > loss_1: 34.124446868896484 (33.94252752221149)  --> STEP: 24 | > loss_disc: 2.250483512878418 (2.3106164932250977) | > loss_disc_real_0: 0.07853436470031738 (0.11720695315549771) | > loss_disc_real_1: 0.24515749514102936 (0.2417051736265421) | > loss_disc_real_2: 0.28081125020980835 (0.2733367035786311) | > loss_disc_real_3: 0.20992058515548706 (0.2804131725182136) | > loss_disc_real_4: 0.17758433520793915 (0.2514241126676401) | > loss_disc_real_5: 0.1934448480606079 (0.2580980360507965) | > loss_0: 2.250483512878418 (2.3106164932250977) | > loss_gen: 2.4378252029418945 (2.799297978480657) | > loss_kl: 2.3175714015960693 (2.2472059230009713) | > loss_feat: 8.534039497375488 (7.446112910906474) | > loss_mel: 19.66789436340332 (19.226331949234005) | > loss_duration: 2.411694049835205 (2.2830160260200505) | > loss_1: 35.369022369384766 (34.001964807510376)  --> STEP: 25 | > loss_disc: 2.475161552429199 (2.3171982955932617) | > loss_disc_real_0: 0.19706815481185913 (0.12040140122175216) | > loss_disc_real_1: 0.2998253405094147 (0.244029980301857) | > loss_disc_real_2: 0.3038620054721832 (0.27455771565437315) | > loss_disc_real_3: 0.29015231132507324 (0.280802738070488) | > loss_disc_real_4: 0.2698621451854706 (0.2521616339683533) | > loss_disc_real_5: 0.24883344769477844 (0.25772745251655577) | > loss_0: 2.475161552429199 (2.3171982955932617) | > loss_gen: 2.8598501682281494 (2.8017200660705566) | > loss_kl: 2.1067280769348145 (2.241586809158325) | > loss_feat: 5.692972183227539 (7.375987281799317) | > loss_mel: 17.421140670776367 (19.1541242980957) | > loss_duration: 2.304321765899658 (2.2838682556152348) | > loss_1: 30.385011672973633 (33.85728668212891)  --> STEP: 26 | > loss_disc: 2.917113780975342 (2.340271968107957) | > loss_disc_real_0: 0.04390802979469299 (0.11745934847455758) | > loss_disc_real_1: 0.15111301839351654 (0.24045625099769005) | > loss_disc_real_2: 0.16522015631198883 (0.27035242491043526) | > loss_disc_real_3: 0.304598331451416 (0.28171795320052373) | > loss_disc_real_4: 0.24645288288593292 (0.2519420666190294) | > loss_disc_real_5: 0.23261187970638275 (0.2567614689469337) | > loss_0: 2.917113780975342 (2.340271968107957) | > loss_gen: 1.8041502237319946 (2.763351995211381) | > loss_kl: 1.905879020690918 (2.228674971140348) | > loss_feat: 9.902225494384766 (7.473150289975679) | > loss_mel: 22.016172409057617 (19.264203071594235) | > loss_duration: 2.246107339859009 (2.2824159127015338) | > loss_1: 37.874534606933594 (34.01179621769832) --> EVAL PERFORMANCE | > avg_loader_time: 0.002346497315626878 (+5.7761485760028045e-05) | > avg_loss_disc: 2.340271968107957 (+0.07390567889580302) | > avg_loss_disc_real_0: 0.11745934847455758 (-0.03546578723650709) | > avg_loss_disc_real_1: 0.24045625099769005 (+0.07303114837178817) | > avg_loss_disc_real_2: 0.27035242491043526 (+0.05310076016646159) | > avg_loss_disc_real_3: 0.28171795320052373 (-0.009568659731974849) | > avg_loss_disc_real_4: 0.2519420666190294 (+0.006010993168904216) | > avg_loss_disc_real_5: 0.2567614689469337 (-0.02098660400280583) | > avg_loss_0: 2.340271968107957 (+0.07390567889580302) | > avg_loss_gen: 2.763351995211381 (-0.10560579024828431) | > avg_loss_kl: 2.228674971140348 (-0.00270117704684969) | > avg_loss_feat: 7.473150289975679 (-0.4500843561612644) | > avg_loss_mel: 19.264203071594235 (-0.3073999698345631) | > avg_loss_duration: 2.2824159127015338 (+0.002845993408790104) | > avg_loss_1: 34.01179621769832 (-0.8629452632023771)  > EPOCH: 170/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:23:42)   --> TIME: 2024-06-10 22:23:52 -- STEP: 24/330 -- GLOBAL_STEP: 144125 | > loss_disc: 2.3826050758361816 (2.2826651136080423) | > loss_disc_real_0: 0.12267386168241501 (0.11137186425427596) | > loss_disc_real_1: 0.2148633897304535 (0.1919099623337388) | > loss_disc_real_2: 0.25671452283859253 (0.21480144994954267) | > loss_disc_real_3: 0.27607038617134094 (0.2300763757278522) | > loss_disc_real_4: 0.2375197559595108 (0.22459567648669085) | > loss_disc_real_5: 0.22970126569271088 (0.2220436924447616) | > loss_0: 2.3826050758361816 (2.2826651136080423) | > grad_norm_0: tensor(8.1356, device='cuda:0') (tensor(11.6691, device='cuda:0')) | > loss_gen: 2.608945369720459 (2.620859205722809) | > loss_kl: 1.4789808988571167 (1.700657496849696) | > loss_feat: 7.20766019821167 (7.469693660736084) | > loss_mel: 19.3385009765625 (19.68862160046895) | > loss_duration: 2.0280141830444336 (2.158002863327662) | > loss_1: 32.66210174560547 (33.63783462842306) | > grad_norm_1: tensor(128.6445, device='cuda:0') (tensor(141.4852, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3474 (0.346282591422399) | > loader_time: 0.0032 (0.003087600072224935)  --> TIME: 2024-06-10 22:24:01 -- STEP: 49/330 -- GLOBAL_STEP: 144150 | > loss_disc: 2.215660810470581 (2.259955780846732) | > loss_disc_real_0: 0.12378620356321335 (0.1090694541225628) | > loss_disc_real_1: 0.2207334190607071 (0.19328174618433933) | > loss_disc_real_2: 0.17876361310482025 (0.21154854036107354) | > loss_disc_real_3: 0.2006155401468277 (0.2237824268487035) | > loss_disc_real_4: 0.1921706199645996 (0.21706526650457966) | > loss_disc_real_5: 0.21733957529067993 (0.21623813376134757) | > loss_0: 2.215660810470581 (2.259955780846732) | > grad_norm_0: tensor(5.3163, device='cuda:0') (tensor(10.5763, device='cuda:0')) | > loss_gen: 2.67317533493042 (2.6319813436391404) | > loss_kl: 1.885685920715332 (1.726915430049507) | > loss_feat: 7.730449676513672 (7.530673241128727) | > loss_mel: 19.968326568603516 (19.69980858783332) | > loss_duration: 2.004892587661743 (2.1014242220898063) | > loss_1: 34.26253128051758 (33.690803099651724) | > grad_norm_1: tensor(126.7097, device='cuda:0') (tensor(132.8417, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3667 (0.35221788347983846) | > loader_time: 0.0036 (0.003324537861103914)  --> TIME: 2024-06-10 22:24:10 -- STEP: 74/330 -- GLOBAL_STEP: 144175 | > loss_disc: 2.252122640609741 (2.2715415664621306) | > loss_disc_real_0: 0.08237707614898682 (0.10813996598527238) | > loss_disc_real_1: 0.16983044147491455 (0.19612561377721863) | > loss_disc_real_2: 0.19453993439674377 (0.2126576705156146) | > loss_disc_real_3: 0.2154192179441452 (0.22331649930895986) | > loss_disc_real_4: 0.2033376544713974 (0.2183703079416945) | > loss_disc_real_5: 0.22268450260162354 (0.2160775830616822) | > loss_0: 2.252122640609741 (2.2715415664621306) | > grad_norm_0: tensor(8.8401, device='cuda:0') (tensor(10.5849, device='cuda:0')) | > loss_gen: 2.5882139205932617 (2.6121616524619027) | > loss_kl: 1.7464853525161743 (1.730791813618428) | > loss_feat: 7.73721981048584 (7.535557585793573) | > loss_mel: 20.25524139404297 (19.646572731636667) | > loss_duration: 1.9899201393127441 (2.0790030456878044) | > loss_1: 34.317081451416016 (33.604087107890365) | > grad_norm_1: tensor(132.1125, device='cuda:0') (tensor(139.6579, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3432 (0.35316256574682287) | > loader_time: 0.0034 (0.0033843388428559176)  --> TIME: 2024-06-10 22:24:19 -- STEP: 99/330 -- GLOBAL_STEP: 144200 | > loss_disc: 2.2346351146698 (2.2685474386118885) | > loss_disc_real_0: 0.09580988436937332 (0.10970151033064332) | > loss_disc_real_1: 0.1871543973684311 (0.19619118979181907) | > loss_disc_real_2: 0.21432794630527496 (0.21271907365081286) | > loss_disc_real_3: 0.19622552394866943 (0.22281197149946233) | > loss_disc_real_4: 0.20915165543556213 (0.2170301814271946) | > loss_disc_real_5: 0.2001303881406784 (0.21294123807338752) | > loss_0: 2.2346351146698 (2.2685474386118885) | > grad_norm_0: tensor(18.4163, device='cuda:0') (tensor(12.9763, device='cuda:0')) | > loss_gen: 2.684497356414795 (2.617319273226189) | > loss_kl: 1.731200933456421 (1.734775641951898) | > loss_feat: 7.622931480407715 (7.508434782124529) | > loss_mel: 19.219104766845703 (19.549706584275388) | > loss_duration: 2.0616087913513184 (2.073250533354404) | > loss_1: 33.31934356689453 (33.48348700398147) | > grad_norm_1: tensor(189.2053, device='cuda:0') (tensor(178.6875, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3665 (0.35652735016562737) | > loader_time: 0.0036 (0.0035023906014182353)  --> TIME: 2024-06-10 22:24:29 -- STEP: 124/330 -- GLOBAL_STEP: 144225 | > loss_disc: 2.2097373008728027 (2.2702259671303544) | > loss_disc_real_0: 0.07735712826251984 (0.11023382542114105) | > loss_disc_real_1: 0.1851769983768463 (0.19538765574895567) | > loss_disc_real_2: 0.20389214158058167 (0.2137789609691789) | > loss_disc_real_3: 0.1911764293909073 (0.22311315865766618) | > loss_disc_real_4: 0.22279609739780426 (0.2166331963193032) | > loss_disc_real_5: 0.1633269190788269 (0.2123873172508132) | > loss_0: 2.2097373008728027 (2.2702259671303544) | > grad_norm_0: tensor(10.2742, device='cuda:0') (tensor(14.7965, device='cuda:0')) | > loss_gen: 2.686920166015625 (2.620483952183877) | > loss_kl: 1.6367194652557373 (1.7317200649169184) | > loss_feat: 7.868571758270264 (7.512813452751406) | > loss_mel: 20.11650276184082 (19.520670506262025) | > loss_duration: 2.079127073287964 (2.0722053608586726) | > loss_1: 34.38784408569336 (33.457893417727576) | > grad_norm_1: tensor(224.6671, device='cuda:0') (tensor(202.3358, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3565 (0.35888776856084037) | > loader_time: 0.0042 (0.0036435300304043677)  --> TIME: 2024-06-10 22:24:38 -- STEP: 149/330 -- GLOBAL_STEP: 144250 | > loss_disc: 2.3409276008605957 (2.267865547397794) | > loss_disc_real_0: 0.17719081044197083 (0.10943118507830088) | > loss_disc_real_1: 0.15610986948013306 (0.19571524783468885) | > loss_disc_real_2: 0.19488021731376648 (0.2131391623676223) | > loss_disc_real_3: 0.24427741765975952 (0.2235477183689207) | > loss_disc_real_4: 0.2084709256887436 (0.21617655136041194) | > loss_disc_real_5: 0.23443283140659332 (0.21301457255878706) | > loss_0: 2.3409276008605957 (2.267865547397794) | > grad_norm_0: tensor(80.4326, device='cuda:0') (tensor(15.9039, device='cuda:0')) | > loss_gen: 2.6550216674804688 (2.6303431651736258) | > loss_kl: 1.7266929149627686 (1.725723401812099) | > loss_feat: 6.782987117767334 (7.536020950983034) | > loss_mel: 19.859058380126953 (19.507447351545306) | > loss_duration: 2.0818257331848145 (2.0728301073880826) | > loss_1: 33.105587005615234 (33.47236502730608) | > grad_norm_1: tensor(362.8741, device='cuda:0') (tensor(217.9758, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3725 (0.3619726872284142) | > loader_time: 0.0048 (0.003768656877863327)  --> TIME: 2024-06-10 22:24:48 -- STEP: 174/330 -- GLOBAL_STEP: 144275 | > loss_disc: 2.43312668800354 (2.2687558004225816) | > loss_disc_real_0: 0.18540969491004944 (0.10998758922020595) | > loss_disc_real_1: 0.23302914202213287 (0.19721006298030938) | > loss_disc_real_2: 0.22204503417015076 (0.2135264218367379) | > loss_disc_real_3: 0.22858010232448578 (0.2235323104193841) | > loss_disc_real_4: 0.1939530223608017 (0.2138464669215268) | > loss_disc_real_5: 0.23323051631450653 (0.21259270634116803) | > loss_0: 2.43312668800354 (2.2687558004225816) | > grad_norm_0: tensor(69.0646, device='cuda:0') (tensor(18.3997, device='cuda:0')) | > loss_gen: 2.706221103668213 (2.6377884629128983) | > loss_kl: 1.7052065134048462 (1.721725471403407) | > loss_feat: 7.400700092315674 (7.54508874334138) | > loss_mel: 18.87624168395996 (19.47598005711347) | > loss_duration: 2.152047634124756 (2.0758561622137326) | > loss_1: 32.840415954589844 (33.456438930555336) | > grad_norm_1: tensor(324.8321, device='cuda:0') (tensor(228.8473, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3765 (0.36506753406305437) | > loader_time: 0.0048 (0.003908656109338519)  --> TIME: 2024-06-10 22:24:58 -- STEP: 199/330 -- GLOBAL_STEP: 144300 | > loss_disc: 2.092759609222412 (2.2678723245409875) | > loss_disc_real_0: 0.11452718824148178 (0.10836390608069885) | > loss_disc_real_1: 0.16230612993240356 (0.196712052065823) | > loss_disc_real_2: 0.2035846710205078 (0.2133213951809322) | > loss_disc_real_3: 0.2178940623998642 (0.22409478324142532) | > loss_disc_real_4: 0.22395874559879303 (0.214631167301281) | > loss_disc_real_5: 0.18996559083461761 (0.21275148424670928) | > loss_0: 2.092759609222412 (2.2678723245409875) | > grad_norm_0: tensor(39.3169, device='cuda:0') (tensor(20.3876, device='cuda:0')) | > loss_gen: 2.678260087966919 (2.6478987614713123) | > loss_kl: 1.7180098295211792 (1.7243670914041338) | > loss_feat: 8.04857349395752 (7.568530475673963) | > loss_mel: 19.846532821655273 (19.45807466554881) | > loss_duration: 2.1830666065216064 (2.0821095818850277) | > loss_1: 34.47444534301758 (33.48098061911425) | > grad_norm_1: tensor(276.8098, device='cuda:0') (tensor(237.3321, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.4009 (0.3684788445132463) | > loader_time: 0.0049 (0.0040441445968857955)  --> TIME: 2024-06-10 22:25:09 -- STEP: 224/330 -- GLOBAL_STEP: 144325 | > loss_disc: 2.2616984844207764 (2.2681571048285294) | > loss_disc_real_0: 0.08774387091398239 (0.10880251973867416) | > loss_disc_real_1: 0.18468892574310303 (0.19658394260997225) | > loss_disc_real_2: 0.181204155087471 (0.21309281373396513) | > loss_disc_real_3: 0.2607305645942688 (0.22405814346192138) | > loss_disc_real_4: 0.2654300928115845 (0.21542389634331421) | > loss_disc_real_5: 0.23200634121894836 (0.21290624620659013) | > loss_0: 2.2616984844207764 (2.2681571048285294) | > grad_norm_0: tensor(12.3125, device='cuda:0') (tensor(21.2469, device='cuda:0')) | > loss_gen: 2.524872303009033 (2.642505256193025) | > loss_kl: 1.8127385377883911 (1.7247305225048746) | > loss_feat: 7.232181549072266 (7.555862929139819) | > loss_mel: 18.938047409057617 (19.417912806783402) | > loss_duration: 2.204721212387085 (2.087967353207724) | > loss_1: 32.71255874633789 (33.428978885923115) | > grad_norm_1: tensor(112.2342, device='cuda:0') (tensor(255.4512, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.3927 (0.3722579979470799) | > loader_time: 0.0059 (0.00418798944779805)  --> TIME: 2024-06-10 22:25:19 -- STEP: 249/330 -- GLOBAL_STEP: 144350 | > loss_disc: 2.391505718231201 (2.2708791168818045) | > loss_disc_real_0: 0.17640523612499237 (0.10984149216169334) | > loss_disc_real_1: 0.22446657717227936 (0.19800810243590294) | > loss_disc_real_2: 0.2134311944246292 (0.21317210266867792) | > loss_disc_real_3: 0.20486529171466827 (0.22373598018085142) | > loss_disc_real_4: 0.21929846704006195 (0.21574934577965832) | > loss_disc_real_5: 0.2352197766304016 (0.21278597133226665) | > loss_0: 2.391505718231201 (2.2708791168818045) | > grad_norm_0: tensor(66.5435, device='cuda:0') (tensor(23.1683, device='cuda:0')) | > loss_gen: 2.479823350906372 (2.637579554056068) | > loss_kl: 1.675424337387085 (1.725682536760966) | > loss_feat: 6.9539899826049805 (7.536390777572571) | > loss_mel: 19.31446075439453 (19.38184825483575) | > loss_duration: 2.1701807975769043 (2.0947605893315084) | > loss_1: 32.59387969970703 (33.37626179155097) | > grad_norm_1: tensor(323.3631, device='cuda:0') (tensor(273.6915, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.4249 (0.3770376276299658) | > loader_time: 0.0063 (0.004347175000661829)  --> TIME: 2024-06-10 22:25:30 -- STEP: 274/330 -- GLOBAL_STEP: 144375 | > loss_disc: 2.235060930252075 (2.2731082174029678) | > loss_disc_real_0: 0.05576490983366966 (0.11036556698109982) | > loss_disc_real_1: 0.21706368029117584 (0.19835695529179856) | > loss_disc_real_2: 0.2007865160703659 (0.21363166937210262) | > loss_disc_real_3: 0.23068691790103912 (0.2239619751263709) | > loss_disc_real_4: 0.2318374365568161 (0.21535806784773392) | > loss_disc_real_5: 0.20503917336463928 (0.21224169808365134) | > loss_0: 2.235060930252075 (2.2731082174029678) | > grad_norm_0: tensor(25.5262, device='cuda:0') (tensor(24.4207, device='cuda:0')) | > loss_gen: 2.7144992351531982 (2.6390147069944954) | > loss_kl: 1.7075080871582031 (1.726552046998574) | > loss_feat: 7.613964080810547 (7.563995016752369) | > loss_mel: 17.644775390625 (19.357071765147854) | > loss_duration: 2.1827869415283203 (2.1019743480821598) | > loss_1: 31.86353302001953 (33.38860796489854) | > grad_norm_1: tensor(459.8723, device='cuda:0') (tensor(283.5368, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.4436 (0.38226533806237) | > loader_time: 0.0067 (0.004520009033871395)  --> TIME: 2024-06-10 22:25:42 -- STEP: 299/330 -- GLOBAL_STEP: 144400 | > loss_disc: 2.221592664718628 (2.2772709609672783) | > loss_disc_real_0: 0.060153137892484665 (0.11151905350362178) | > loss_disc_real_1: 0.23969383537769318 (0.19885087646170208) | > loss_disc_real_2: 0.21197441220283508 (0.2146487441848353) | > loss_disc_real_3: 0.23244008421897888 (0.22430969096944478) | > loss_disc_real_4: 0.20942620933055878 (0.2153679301657007) | > loss_disc_real_5: 0.21169206500053406 (0.21218529333637712) | > loss_0: 2.221592664718628 (2.2772709609672783) | > grad_norm_0: tensor(43.9045, device='cuda:0') (tensor(26.7906, device='cuda:0')) | > loss_gen: 2.5709774494171143 (2.641350765292063) | > loss_kl: 1.8206013441085815 (1.7282550123622984) | > loss_feat: 8.12366771697998 (7.590831928827292) | > loss_mel: 19.53496742248535 (19.330714790318726) | > loss_duration: 2.2730724811553955 (2.1112756753047575) | > loss_1: 34.32328414916992 (33.40242826021632) | > grad_norm_1: tensor(523.7880, device='cuda:0') (tensor(297.6767, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.4538 (0.38831706828496937) | > loader_time: 0.0067 (0.004706224071540962)  --> TIME: 2024-06-10 22:25:56 -- STEP: 324/330 -- GLOBAL_STEP: 144425 | > loss_disc: 2.5740671157836914 (2.2836545385696287) | > loss_disc_real_0: 0.14025011658668518 (0.11297957450841312) | > loss_disc_real_1: 0.3350953757762909 (0.20077642743234278) | > loss_disc_real_2: 0.2870718836784363 (0.21442288804201431) | > loss_disc_real_3: 0.2285579890012741 (0.22406548086875747) | > loss_disc_real_4: 0.2920520305633545 (0.2157289877211974) | > loss_disc_real_5: 0.23865629732608795 (0.21235368759543807) | > loss_0: 2.5740671157836914 (2.2836545385696287) | > grad_norm_0: tensor(17.6148, device='cuda:0') (tensor(27.6841, device='cuda:0')) | > loss_gen: 2.6018025875091553 (2.6367365754680874) | > loss_kl: 1.9280316829681396 (1.7327211337325015) | > loss_feat: 7.946691513061523 (7.640633512426306) | > loss_mel: 17.779861450195312 (19.297512307579147) | > loss_duration: 2.296157121658325 (2.1244240528271527) | > loss_1: 32.55254364013672 (33.432027657826715) | > grad_norm_1: tensor(166.9426, device='cuda:0') (tensor(304.2742, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.6095 (0.3993670528317676) | > loader_time: 0.011 (0.004993193679385713)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.742077350616455 (2.742077350616455) | > loss_disc_real_0: 0.12380528450012207 (0.12380528450012207) | > loss_disc_real_1: 0.32346785068511963 (0.32346785068511963) | > loss_disc_real_2: 0.20313023030757904 (0.20313023030757904) | > loss_disc_real_3: 0.23471826314926147 (0.23471826314926147) | > loss_disc_real_4: 0.19118653237819672 (0.19118653237819672) | > loss_disc_real_5: 0.22250643372535706 (0.22250643372535706) | > loss_0: 2.742077350616455 (2.742077350616455) | > loss_gen: 2.1218905448913574 (2.1218905448913574) | > loss_kl: 1.9154740571975708 (1.9154740571975708) | > loss_feat: 6.291968822479248 (6.291968822479248) | > loss_mel: 18.427804946899414 (18.427804946899414) | > loss_duration: 2.975661516189575 (2.975661516189575) | > loss_1: 31.73280143737793 (31.73280143737793)  --> STEP: 1 | > loss_disc: 2.245246410369873 (2.245246410369873) | > loss_disc_real_0: 0.1257481575012207 (0.1257481575012207) | > loss_disc_real_1: 0.17836584150791168 (0.17836584150791168) | > loss_disc_real_2: 0.18344613909721375 (0.18344613909721375) | > loss_disc_real_3: 0.20346710085868835 (0.20346710085868835) | > loss_disc_real_4: 0.16189193725585938 (0.16189193725585938) | > loss_disc_real_5: 0.19690091907978058 (0.19690091907978058) | > loss_0: 2.245246410369873 (2.245246410369873) | > loss_gen: 2.3473927974700928 (2.3473927974700928) | > loss_kl: 1.9330389499664307 (1.9330389499664307) | > loss_feat: 7.737614631652832 (7.737614631652832) | > loss_mel: 20.20073890686035 (20.20073890686035) | > loss_duration: 2.356107234954834 (2.356107234954834) | > loss_1: 34.57489013671875 (34.57489013671875)  --> STEP: 2 | > loss_disc: 2.157423496246338 (2.2013349533081055) | > loss_disc_real_0: 0.06344586610794067 (0.09459701180458069) | > loss_disc_real_1: 0.21953029930591583 (0.19894807040691376) | > loss_disc_real_2: 0.29099494218826294 (0.23722054064273834) | > loss_disc_real_3: 0.2939396798610687 (0.24870339035987854) | > loss_disc_real_4: 0.27255985140800476 (0.21722589433193207) | > loss_disc_real_5: 0.24984177947044373 (0.22337134927511215) | > loss_0: 2.157423496246338 (2.2013349533081055) | > loss_gen: 2.9470818042755127 (2.6472373008728027) | > loss_kl: 2.1459736824035645 (2.0395063161849976) | > loss_feat: 6.004221439361572 (6.870918035507202) | > loss_mel: 19.98627281188965 (20.093505859375) | > loss_duration: 2.3785836696624756 (2.367345452308655) | > loss_1: 33.46213150024414 (34.018510818481445)  --> STEP: 3 | > loss_disc: 2.1456105709075928 (2.182760159174601) | > loss_disc_real_0: 0.0833531841635704 (0.09084906925757726) | > loss_disc_real_1: 0.1971459984779358 (0.1983473797639211) | > loss_disc_real_2: 0.20270448923110962 (0.22571519017219543) | > loss_disc_real_3: 0.22217851877212524 (0.2398617664972941) | > loss_disc_real_4: 0.2549516558647156 (0.22980114817619324) | > loss_disc_real_5: 0.23444348573684692 (0.22706206142902374) | > loss_0: 2.1456105709075928 (2.182760159174601) | > loss_gen: 2.9262518882751465 (2.7402421633402505) | > loss_kl: 2.0615181922912598 (2.0468436082204184) | > loss_feat: 6.616733551025391 (6.786189874013265) | > loss_mel: 19.66861915588379 (19.951876958211262) | > loss_duration: 2.247100830078125 (2.327263911565145) | > loss_1: 33.520225524902344 (33.85241572062174)  --> STEP: 4 | > loss_disc: 1.9163711071014404 (2.116162896156311) | > loss_disc_real_0: 0.042002201080322266 (0.07863735221326351) | > loss_disc_real_1: 0.18239392340183258 (0.19435901567339897) | > loss_disc_real_2: 0.21189723908901215 (0.2222607024013996) | > loss_disc_real_3: 0.17440608143806458 (0.22349784523248672) | > loss_disc_real_4: 0.13741928339004517 (0.20670568197965622) | > loss_disc_real_5: 0.14178147912025452 (0.20574191585183144) | > loss_0: 1.9163711071014404 (2.116162896156311) | > loss_gen: 2.5666420459747314 (2.696842133998871) | > loss_kl: 2.9540517330169678 (2.2736456394195557) | > loss_feat: 10.295557975769043 (7.6635318994522095) | > loss_mel: 20.140674591064453 (19.99907636642456) | > loss_duration: 2.2090024948120117 (2.2976985573768616) | > loss_1: 38.165931701660156 (34.93079471588135)  --> STEP: 5 | > loss_disc: 2.042762279510498 (2.1014827728271483) | > loss_disc_real_0: 0.053522199392318726 (0.07361432164907455) | > loss_disc_real_1: 0.24340400099754333 (0.20416801273822785) | > loss_disc_real_2: 0.23605872690677643 (0.22502030730247496) | > loss_disc_real_3: 0.1842973530292511 (0.2156577467918396) | > loss_disc_real_4: 0.13589158654212952 (0.1925428628921509) | > loss_disc_real_5: 0.1594962775707245 (0.19649278819561006) | > loss_0: 2.042762279510498 (2.1014827728271483) | > loss_gen: 2.6378660202026367 (2.685046911239624) | > loss_kl: 1.5937474966049194 (2.1376660108566283) | > loss_feat: 6.0751848220825195 (7.345862483978271) | > loss_mel: 19.884241104125977 (19.976109313964844) | > loss_duration: 2.376668930053711 (2.3134926319122315) | > loss_1: 32.567710876464844 (34.458177947998045)  --> STEP: 6 | > loss_disc: 2.6398725509643555 (2.191214402516683) | > loss_disc_real_0: 0.14013059437274933 (0.08470036710302035) | > loss_disc_real_1: 0.25510847568511963 (0.21265808989604315) | > loss_disc_real_2: 0.25058022141456604 (0.2292802929878235) | > loss_disc_real_3: 0.26537930965423584 (0.2239446739355723) | > loss_disc_real_4: 0.1882123053073883 (0.19182110329469046) | > loss_disc_real_5: 0.22891034185886383 (0.20189571380615234) | > loss_0: 2.6398725509643555 (2.191214402516683) | > loss_gen: 2.0146806240081787 (2.57331919670105) | > loss_kl: 2.0528721809387207 (2.1235337058703103) | > loss_feat: 5.070754051208496 (6.966677745183309) | > loss_mel: 16.00214958190918 (19.313782691955566) | > loss_duration: 2.1299595832824707 (2.282903790473938) | > loss_1: 27.270416259765625 (33.26021766662598)  --> STEP: 7 | > loss_disc: 2.533740282058716 (2.240146671022688) | > loss_disc_real_0: 0.17874008417129517 (0.09813461239848818) | > loss_disc_real_1: 0.24267463386058807 (0.21694616760526383) | > loss_disc_real_2: 0.24609260261058807 (0.23168205150536128) | > loss_disc_real_3: 0.2277234047651291 (0.22448449262550899) | > loss_disc_real_4: 0.22385072708129883 (0.1963967638356345) | > loss_disc_real_5: 0.23306715488433838 (0.20634877681732178) | > loss_0: 2.533740282058716 (2.240146671022688) | > loss_gen: 2.2823712825775146 (2.531755208969116) | > loss_kl: 3.2523109912872314 (2.2847876037870134) | > loss_feat: 5.43165397644043 (6.747388635362897) | > loss_mel: 17.46814727783203 (19.050120489937918) | > loss_duration: 2.464167594909668 (2.308798619679042) | > loss_1: 30.898651123046875 (32.922851017543245)  --> STEP: 8 | > loss_disc: 2.5373663902282715 (2.2772991359233856) | > loss_disc_real_0: 0.11902739107608795 (0.10074620973318815) | > loss_disc_real_1: 0.21202634274959564 (0.21633118949830532) | > loss_disc_real_2: 0.2766355872154236 (0.23730124346911907) | > loss_disc_real_3: 0.24587704241275787 (0.2271585613489151) | > loss_disc_real_4: 0.23613910377025604 (0.2013645563274622) | > loss_disc_real_5: 0.25927606225013733 (0.21296468749642372) | > loss_0: 2.5373663902282715 (2.2772991359233856) | > loss_gen: 2.300421714782715 (2.502838522195816) | > loss_kl: 2.352900505065918 (2.2933017164468765) | > loss_feat: 8.963379859924316 (7.024387538433075) | > loss_mel: 19.223459243774414 (19.07178783416748) | > loss_duration: 2.161177158355713 (2.290345937013626) | > loss_1: 35.001338958740234 (33.18266201019287)  --> STEP: 9 | > loss_disc: 2.3287038803100586 (2.2830107741885715) | > loss_disc_real_0: 0.23091334104537964 (0.11520922432343166) | > loss_disc_real_1: 0.20044106245040894 (0.21456561982631683) | > loss_disc_real_2: 0.3010522425174713 (0.24438468780782488) | > loss_disc_real_3: 0.25590646266937256 (0.2303527726067437) | > loss_disc_real_4: 0.2541942298412323 (0.20723452005121443) | > loss_disc_real_5: 0.2015911489725113 (0.21170096099376678) | > loss_0: 2.3287038803100586 (2.2830107741885715) | > loss_gen: 2.903416156768799 (2.547347148259481) | > loss_kl: 2.417450428009033 (2.3070960177315607) | > loss_feat: 9.572013854980469 (7.3074571291605634) | > loss_mel: 20.68031120300293 (19.250512652926975) | > loss_duration: 2.126690149307251 (2.2721619606018066) | > loss_1: 37.69988250732422 (33.68457539876302)  --> STEP: 10 | > loss_disc: 2.4571902751922607 (2.3004287242889405) | > loss_disc_real_0: 0.14593097567558289 (0.11828139945864677) | > loss_disc_real_1: 0.23714788258075714 (0.21682384610176086) | > loss_disc_real_2: 0.253354012966156 (0.245281620323658) | > loss_disc_real_3: 0.21693846583366394 (0.22901134192943573) | > loss_disc_real_4: 0.1879981905221939 (0.20531088709831238) | > loss_disc_real_5: 0.17132028937339783 (0.2076628938317299) | > loss_0: 2.4571902751922607 (2.3004287242889405) | > loss_gen: 2.11189603805542 (2.503802037239075) | > loss_kl: 1.676215410232544 (2.244007956981659) | > loss_feat: 5.16713809967041 (7.093425226211548) | > loss_mel: 17.179508209228516 (19.04341220855713) | > loss_duration: 2.2305288314819336 (2.2679986476898195) | > loss_1: 28.36528778076172 (33.15264663696289)  --> STEP: 11 | > loss_disc: 2.4613499641418457 (2.3150579279119317) | > loss_disc_real_0: 0.09079698473215103 (0.11578281630169261) | > loss_disc_real_1: 0.24851100146770477 (0.21970449658957394) | > loss_disc_real_2: 0.26835620403289795 (0.24737930975177072) | > loss_disc_real_3: 0.27021104097366333 (0.2327567691152746) | > loss_disc_real_4: 0.3033498525619507 (0.2142235203222795) | > loss_disc_real_5: 0.31623613834381104 (0.21753318878737363) | > loss_0: 2.4613499641418457 (2.3150579279119317) | > loss_gen: 2.5606601238250732 (2.508970954201438) | > loss_kl: 2.597572088241577 (2.2761501507325606) | > loss_feat: 6.204322814941406 (7.0125977342778985) | > loss_mel: 19.63021469116211 (19.096757888793945) | > loss_duration: 2.394505500793457 (2.2794992706992407) | > loss_1: 33.38727569580078 (33.173976551402696)  --> STEP: 12 | > loss_disc: 2.1749043464660645 (2.303378462791443) | > loss_disc_real_0: 0.0409969761967659 (0.1095506629596154) | > loss_disc_real_1: 0.15877646207809448 (0.21462716038028398) | > loss_disc_real_2: 0.18779504299163818 (0.24241395418842634) | > loss_disc_real_3: 0.17533987760543823 (0.22797202815612158) | > loss_disc_real_4: 0.14935024082660675 (0.2088174136976401) | > loss_disc_real_5: 0.151158407330513 (0.2120019569993019) | > loss_0: 2.1749043464660645 (2.303378462791443) | > loss_gen: 2.0752596855163574 (2.472828348477681) | > loss_kl: 2.158362865447998 (2.2663345436255136) | > loss_feat: 6.765069961547852 (6.991970419883728) | > loss_mel: 21.845014572143555 (19.32577927907308) | > loss_duration: 2.2236499786376953 (2.2748451630274453) | > loss_1: 35.067359924316406 (33.3317584991455)  --> STEP: 13 | > loss_disc: 2.457076072692871 (2.3152013558607836) | > loss_disc_real_0: 0.11338944733142853 (0.10984595406513947) | > loss_disc_real_1: 0.1867661029100418 (0.21248400211334229) | > loss_disc_real_2: 0.25149956345558167 (0.24311284720897675) | > loss_disc_real_3: 0.22696343064308167 (0.22789444373204157) | > loss_disc_real_4: 0.2231031060218811 (0.2099163131071971) | > loss_disc_real_5: 0.22506338357925415 (0.2130066821208367) | > loss_0: 2.457076072692871 (2.3152013558607836) | > loss_gen: 2.0810625553131104 (2.4426925182342525) | > loss_kl: 2.209714889526367 (2.261979185617887) | > loss_feat: 5.877912521362305 (6.906273658459003) | > loss_mel: 18.716102600097656 (19.278881072998047) | > loss_duration: 2.1479623317718506 (2.2650849452385535) | > loss_1: 31.03275489807129 (33.15491206829363)  --> STEP: 14 | > loss_disc: 2.5337958335876465 (2.330815247126988) | > loss_disc_real_0: 0.1505812108516693 (0.11275561526417732) | > loss_disc_real_1: 0.24782587587833405 (0.21500842166798456) | > loss_disc_real_2: 0.26528504490852356 (0.24469657561608724) | > loss_disc_real_3: 0.2663879990577698 (0.23064398339816503) | > loss_disc_real_4: 0.29608938097953796 (0.21607153224093573) | > loss_disc_real_5: 0.28473320603370667 (0.21813000525747026) | > loss_0: 2.5337958335876465 (2.330815247126988) | > loss_gen: 2.404217481613159 (2.4399443013327455) | > loss_kl: 2.984272003173828 (2.3135715297290256) | > loss_feat: 5.965788841247559 (6.839096171515329) | > loss_mel: 20.198862075805664 (19.34459400177002) | > loss_duration: 2.367598056793213 (2.2724073103496005) | > loss_1: 33.920738220214844 (33.209613936288)  --> STEP: 15 | > loss_disc: 2.3338265419006348 (2.3310160001118976) | > loss_disc_real_0: 0.1989278793334961 (0.11850043286879858) | > loss_disc_real_1: 0.34225761890411377 (0.2234917014837265) | > loss_disc_real_2: 0.2737419903278351 (0.2466329365968704) | > loss_disc_real_3: 0.21715785562992096 (0.22974490821361543) | > loss_disc_real_4: 0.19063091278076172 (0.2143754909435908) | > loss_disc_real_5: 0.18570129573345184 (0.21596809128920239) | > loss_0: 2.3338265419006348 (2.3310160001118976) | > loss_gen: 2.7015793323516846 (2.4573866367340083) | > loss_kl: 3.043971538543701 (2.362264863650004) | > loss_feat: 7.649456977844238 (6.893120225270589) | > loss_mel: 18.544458389282227 (19.291251627604165) | > loss_duration: 2.347201347351074 (2.2773935794830322) | > loss_1: 34.28666687011719 (33.28141746520995)  --> STEP: 16 | > loss_disc: 2.2101376056671143 (2.323461100459099) | > loss_disc_real_0: 0.10016616433858871 (0.11735454108566046) | > loss_disc_real_1: 0.2851569950580597 (0.22734578233212233) | > loss_disc_real_2: 0.334257036447525 (0.25210944283753633) | > loss_disc_real_3: 0.21861115097999573 (0.2290490483865142) | > loss_disc_real_4: 0.2396082580089569 (0.21595253888517618) | > loss_disc_real_5: 0.1922413557767868 (0.2144851703196764) | > loss_0: 2.2101376056671143 (2.323461100459099) | > loss_gen: 2.8970439434051514 (2.4848652184009548) | > loss_kl: 1.9276903867721558 (2.3351039588451385) | > loss_feat: 8.291220664978027 (6.980501502752304) | > loss_mel: 18.46847152709961 (19.239827871322632) | > loss_duration: 2.306896209716797 (2.2792374938726425) | > loss_1: 33.891319274902344 (33.31953632831572)  --> STEP: 17 | > loss_disc: 2.109978675842285 (2.310903310775757) | > loss_disc_real_0: 0.08747401088476181 (0.11559686283854877) | > loss_disc_real_1: 0.193948432803154 (0.22538123235983007) | > loss_disc_real_2: 0.16556407511234283 (0.24701853885370142) | > loss_disc_real_3: 0.14254584908485413 (0.22396062489818125) | > loss_disc_real_4: 0.16047750413417816 (0.21268930154688218) | > loss_disc_real_5: 0.18322139978408813 (0.21264612499405355) | > loss_0: 2.109978675842285 (2.310903310775757) | > loss_gen: 2.254538059234619 (2.4713165619794055) | > loss_kl: 2.271604299545288 (2.3313686847686768) | > loss_feat: 6.766611099243164 (6.9679197143105895) | > loss_mel: 20.668832778930664 (19.32388698353487) | > loss_duration: 2.3574278354644775 (2.2838369257309856) | > loss_1: 34.31901550292969 (33.378329220940074)  --> STEP: 18 | > loss_disc: 2.350769519805908 (2.313118100166321) | > loss_disc_real_0: 0.11926959455013275 (0.11580090348919232) | > loss_disc_real_1: 0.1521439254283905 (0.2213124930858612) | > loss_disc_real_2: 0.19187431037425995 (0.24395497060484356) | > loss_disc_real_3: 0.2274978756904602 (0.22415713883108562) | > loss_disc_real_4: 0.1957036703824997 (0.21174565537108314) | > loss_disc_real_5: 0.25568974018096924 (0.21503743694888222) | > loss_0: 2.350769519805908 (2.313118100166321) | > loss_gen: 2.16652774810791 (2.454383850097656) | > loss_kl: 2.4815337657928467 (2.3397111892700195) | > loss_feat: 6.4206414222717285 (6.937515364752875) | > loss_mel: 16.4531307220459 (19.16440052456326) | > loss_duration: 2.200629234313965 (2.279214276207818) | > loss_1: 29.722461700439453 (33.17522546980115)  --> STEP: 19 | > loss_disc: 2.290060520172119 (2.3119045433245207) | > loss_disc_real_0: 0.08100443333387375 (0.11396951032312293) | > loss_disc_real_1: 0.2513737380504608 (0.2228946638734717) | > loss_disc_real_2: 0.24557346105575562 (0.2440401543127863) | > loss_disc_real_3: 0.21631783246994019 (0.22374454375944638) | > loss_disc_real_4: 0.20391279458999634 (0.21133339954049965) | > loss_disc_real_5: 0.19927822053432465 (0.21420800450601077) | > loss_0: 2.290060520172119 (2.3119045433245207) | > loss_gen: 2.4504575729370117 (2.454177203931306) | > loss_kl: 1.8239566087722778 (2.3125662113490857) | > loss_feat: 7.737833023071289 (6.979637346769634) | > loss_mel: 19.383148193359375 (19.175913559763057) | > loss_duration: 2.2986199855804443 (2.280235629332693) | > loss_1: 33.69401550292969 (33.20253020838686)  --> STEP: 20 | > loss_disc: 2.4495432376861572 (2.3187864780426026) | > loss_disc_real_0: 0.14303414523601532 (0.11542274206876754) | > loss_disc_real_1: 0.24996261298656464 (0.22424806132912636) | > loss_disc_real_2: 0.26101112365722656 (0.24488870278000832) | > loss_disc_real_3: 0.2555132508277893 (0.22533297911286354) | > loss_disc_real_4: 0.182220920920372 (0.20987777560949325) | > loss_disc_real_5: 0.2836989164352417 (0.2176825501024723) | > loss_0: 2.4495432376861572 (2.3187864780426026) | > loss_gen: 2.573035955429077 (2.4601201415061946) | > loss_kl: 2.000335931777954 (2.2969546973705293) | > loss_feat: 7.057785511016846 (6.9835447549819945) | > loss_mel: 19.93347930908203 (19.213791847229007) | > loss_duration: 2.2795088291168213 (2.2801992893218994) | > loss_1: 33.844146728515625 (33.234611034393296)  --> STEP: 21 | > loss_disc: 2.130707263946533 (2.3098303249904086) | > loss_disc_real_0: 0.08982875198125839 (0.11420398063602902) | > loss_disc_real_1: 0.22486619651317596 (0.22427749633789062) | > loss_disc_real_2: 0.225637748837471 (0.24397199068750655) | > loss_disc_real_3: 0.26753509044647217 (0.227342603462083) | > loss_disc_real_4: 0.2563842236995697 (0.21209236837568737) | > loss_disc_real_5: 0.24781717360019684 (0.2191175321737925) | > loss_0: 2.130707263946533 (2.3098303249904086) | > loss_gen: 2.784482717514038 (2.475565978458949) | > loss_kl: 2.10380220413208 (2.2877569595972695) | > loss_feat: 6.605031967163086 (6.965520336514428) | > loss_mel: 17.29302406311035 (19.122326714651926) | > loss_duration: 2.186711549758911 (2.2757474921998524) | > loss_1: 30.973052978515625 (33.12691779363722)  --> STEP: 22 | > loss_disc: 2.0861053466796875 (2.299661007794467) | > loss_disc_real_0: 0.12273579090833664 (0.11459179019386118) | > loss_disc_real_1: 0.20828023552894592 (0.22355034811930222) | > loss_disc_real_2: 0.16908520460128784 (0.2405680458654057) | > loss_disc_real_3: 0.17928889393806458 (0.22515834393826398) | > loss_disc_real_4: 0.109580397605896 (0.20743273334069687) | > loss_disc_real_5: 0.12235590815544128 (0.21471927653659473) | > loss_0: 2.0861053466796875 (2.299661007794467) | > loss_gen: 2.3289175033569336 (2.4689001386815845) | > loss_kl: 1.7353354692459106 (2.262646891854026) | > loss_feat: 9.672887802124023 (7.088582494042137) | > loss_mel: 23.79235076904297 (19.334600535306063) | > loss_duration: 2.1554951667785645 (2.2702814774079756) | > loss_1: 39.68498611450195 (33.42501180822198)  --> STEP: 23 | > loss_disc: 2.416558265686035 (2.304743497268013) | > loss_disc_real_0: 0.08946560323238373 (0.1134993472824926) | > loss_disc_real_1: 0.23915354907512665 (0.2242287481608598) | > loss_disc_real_2: 0.22596420347690582 (0.23993309619634048) | > loss_disc_real_3: 0.24327582120895386 (0.22594606034133746) | > loss_disc_real_4: 0.2809891998767853 (0.21063084058139636) | > loss_disc_real_5: 0.25675246119499207 (0.21654680630435114) | > loss_0: 2.416558265686035 (2.304743497268013) | > loss_gen: 2.30841326713562 (2.4619224486143687) | > loss_kl: 2.7529590129852295 (2.283964810164078) | > loss_feat: 6.384146690368652 (7.057954850404159) | > loss_mel: 17.66084098815918 (19.261828381082285) | > loss_duration: 2.3028836250305176 (2.2716989620872168) | > loss_1: 31.409242630004883 (33.337369670038626)  --> STEP: 24 | > loss_disc: 2.2971949577331543 (2.304428974787394) | > loss_disc_real_0: 0.16341714560985565 (0.11557925554613273) | > loss_disc_real_1: 0.26009875535964966 (0.22572333179414272) | > loss_disc_real_2: 0.2419174164533615 (0.2400157762070497) | > loss_disc_real_3: 0.22286203503608704 (0.22581755928695202) | > loss_disc_real_4: 0.1944427192211151 (0.20995633552471796) | > loss_disc_real_5: 0.17048519849777222 (0.2146275726457437) | > loss_0: 2.2971949577331543 (2.304428974787394) | > loss_gen: 2.5874834060668945 (2.4671541551748906) | > loss_kl: 2.294320821762085 (2.2843963106473284) | > loss_feat: 6.897849082946777 (7.051283776760101) | > loss_mel: 19.86042022705078 (19.28676970799764) | > loss_duration: 2.3876988887786865 (2.2765322923660283) | > loss_1: 34.02777099609375 (33.36613639195759)  --> STEP: 25 | > loss_disc: 2.4808244705200195 (2.311484794616699) | > loss_disc_real_0: 0.21088886260986328 (0.11939163982868195) | > loss_disc_real_1: 0.2179790884256363 (0.22541356205940247) | > loss_disc_real_2: 0.3039890229701996 (0.2425747060775757) | > loss_disc_real_3: 0.2433861345052719 (0.22652030229568482) | > loss_disc_real_4: 0.31337064504623413 (0.2140929079055786) | > loss_disc_real_5: 0.2906469404697418 (0.2176683473587036) | > loss_0: 2.4808244705200195 (2.311484794616699) | > loss_gen: 2.7746338844299316 (2.4794533443450923) | > loss_kl: 2.29044246673584 (2.284638156890869) | > loss_feat: 7.449870586395264 (7.067227249145508) | > loss_mel: 18.586231231689453 (19.258748168945313) | > loss_duration: 2.2935791015625 (2.2772141647338873) | > loss_1: 33.39475631713867 (33.36728118896483)  --> STEP: 26 | > loss_disc: 2.262892484664917 (2.3096158596185536) | > loss_disc_real_0: 0.12199766933917999 (0.11949187173293187) | > loss_disc_real_1: 0.20452912151813507 (0.2246103143462768) | > loss_disc_real_2: 0.26370880007743835 (0.24338755584680116) | > loss_disc_real_3: 0.17884401977062225 (0.22468659912164396) | > loss_disc_real_4: 0.11923165619373322 (0.2104443982243538) | > loss_disc_real_5: 0.07445459067821503 (0.21216012594791558) | > loss_0: 2.262892484664917 (2.3096158596185536) | > loss_gen: 2.2409768104553223 (2.4702811699647165) | > loss_kl: 1.8696279525756836 (2.2686762259556694) | > loss_feat: 19.41216468811035 (7.5420325352595405) | > loss_mel: 21.37108612060547 (19.339991936316856) | > loss_duration: 2.275506019592285 (2.2771484668438258) | > loss_1: 47.16936111450195 (33.8981304168701) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023967486161452075 (+5.0251300518329694e-05) | > avg_loss_disc: 2.3096158596185536 (-0.030656108489403255) | > avg_loss_disc_real_0: 0.11949187173293187 (+0.0020325232583742886) | > avg_loss_disc_real_1: 0.2246103143462768 (-0.01584593665141326) | > avg_loss_disc_real_2: 0.24338755584680116 (-0.0269648690636341) | > avg_loss_disc_real_3: 0.22468659912164396 (-0.05703135407887977) | > avg_loss_disc_real_4: 0.2104443982243538 (-0.04149766839467561) | > avg_loss_disc_real_5: 0.21216012594791558 (-0.044601342999018107) | > avg_loss_0: 2.3096158596185536 (-0.030656108489403255) | > avg_loss_gen: 2.4702811699647165 (-0.2930708252466645) | > avg_loss_kl: 2.2686762259556694 (+0.04000125481532146) | > avg_loss_feat: 7.5420325352595405 (+0.06888224528386111) | > avg_loss_mel: 19.339991936316856 (+0.0757888647226217) | > avg_loss_duration: 2.2771484668438258 (-0.0052674458577079974) | > avg_loss_1: 33.8981304168701 (-0.11366580082821542)  > EPOCH: 171/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:26:19)   --> TIME: 2024-06-10 22:26:26 -- STEP: 19/330 -- GLOBAL_STEP: 144450 | > loss_disc: 2.2545032501220703 (2.334217811885633) | > loss_disc_real_0: 0.12695370614528656 (0.10974748001286858) | > loss_disc_real_1: 0.1676456779241562 (0.1981992470590692) | > loss_disc_real_2: 0.1819225400686264 (0.21771704131051114) | > loss_disc_real_3: 0.22585685551166534 (0.2331221668343795) | > loss_disc_real_4: 0.21012119948863983 (0.2298531783254523) | > loss_disc_real_5: 0.22464828193187714 (0.2300509081075066) | > loss_0: 2.2545032501220703 (2.334217811885633) | > grad_norm_0: tensor(6.9814, device='cuda:0') (tensor(6.4815, device='cuda:0')) | > loss_gen: 2.4565987586975098 (2.5004960988697253) | > loss_kl: 1.6633251905441284 (1.7274518201225681) | > loss_feat: 7.321826934814453 (6.846498539573268) | > loss_mel: 18.880765914916992 (19.436753523977178) | > loss_duration: 2.0605340003967285 (2.170608482862774) | > loss_1: 32.38304901123047 (32.68180796974584) | > grad_norm_1: tensor(86.3160, device='cuda:0') (tensor(81.9267, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3305 (0.34277318653307465) | > loader_time: 0.0032 (0.003142733322946649)  --> TIME: 2024-06-10 22:26:35 -- STEP: 44/330 -- GLOBAL_STEP: 144475 | > loss_disc: 2.2431609630584717 (2.323214357549494) | > loss_disc_real_0: 0.10819676518440247 (0.11003283546729521) | > loss_disc_real_1: 0.18065382540225983 (0.1981667432595383) | > loss_disc_real_2: 0.208065003156662 (0.21510525183244186) | > loss_disc_real_3: 0.23703941702842712 (0.23073369670997967) | > loss_disc_real_4: 0.2381235957145691 (0.22734655541452495) | > loss_disc_real_5: 0.2518717050552368 (0.21848766708915884) | > loss_0: 2.2431609630584717 (2.323214357549494) | > grad_norm_0: tensor(8.1198, device='cuda:0') (tensor(7.2027, device='cuda:0')) | > loss_gen: 2.804342269897461 (2.539010573517192) | > loss_kl: 1.7964346408843994 (1.7835919884118168) | > loss_feat: 8.270742416381836 (7.167806278575551) | > loss_mel: 19.116718292236328 (19.406112584200773) | > loss_duration: 2.0155770778656006 (2.1045838079669252) | > loss_1: 34.003814697265625 (33.00110487504438) | > grad_norm_1: tensor(114.4693, device='cuda:0') (tensor(91.8581, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3563 (0.3464893265203996) | > loader_time: 0.0032 (0.003251704302701083)  --> TIME: 2024-06-10 22:26:44 -- STEP: 69/330 -- GLOBAL_STEP: 144500 | > loss_disc: 2.3877956867218018 (2.3193006446396085) | > loss_disc_real_0: 0.16111956536769867 (0.11178017472443373) | > loss_disc_real_1: 0.2318178117275238 (0.200961873151254) | > loss_disc_real_2: 0.20713913440704346 (0.21515123805274133) | > loss_disc_real_3: 0.22122687101364136 (0.2280848900909009) | > loss_disc_real_4: 0.2385331392288208 (0.2239127202310424) | > loss_disc_real_5: 0.2275521457195282 (0.21713407251282016) | > loss_0: 2.3877956867218018 (2.3193006446396085) | > grad_norm_0: tensor(5.8617, device='cuda:0') (tensor(8.4004, device='cuda:0')) | > loss_gen: 2.5089752674102783 (2.532725275426671) | > loss_kl: 1.611192226409912 (1.7708463893420454) | > loss_feat: 7.146028518676758 (7.172949645830237) | > loss_mel: 18.748292922973633 (19.352607257124305) | > loss_duration: 2.0118868350982666 (2.082354238067848) | > loss_1: 32.0263786315918 (32.91148254836815) | > grad_norm_1: tensor(187.0201, device='cuda:0') (tensor(108.4235, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3575 (0.3473430059958195) | > loader_time: 0.0036 (0.003347307011701059) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_144500.pth  --> TIME: 2024-06-10 22:26:57 -- STEP: 94/330 -- GLOBAL_STEP: 144525 | > loss_disc: 2.3908114433288574 (2.3177307159342666) | > loss_disc_real_0: 0.15623514354228973 (0.11175000818168863) | > loss_disc_real_1: 0.19230730831623077 (0.2012976690175686) | > loss_disc_real_2: 0.22496987879276276 (0.21507794203910421) | > loss_disc_real_3: 0.22476448118686676 (0.22896822193201552) | > loss_disc_real_4: 0.2088421881198883 (0.223122719913087) | > loss_disc_real_5: 0.18460439145565033 (0.21626577161728067) | > loss_0: 2.3908114433288574 (2.3177307159342666) | > grad_norm_0: tensor(22.2688, device='cuda:0') (tensor(10.8472, device='cuda:0')) | > loss_gen: 2.4380812644958496 (2.5347278422497674) | > loss_kl: 1.6188328266143799 (1.7734984692106857) | > loss_feat: 6.810797214508057 (7.191805428646981) | > loss_mel: 19.36066436767578 (19.2584384147157) | > loss_duration: 2.083146333694458 (2.0732706797883855) | > loss_1: 32.3115234375 (32.83174068369764) | > grad_norm_1: tensor(103.3912, device='cuda:0') (tensor(135.0471, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3521 (0.3496541469655138) | > loader_time: 0.004 (0.0034518165791288333)  --> TIME: 2024-06-10 22:27:06 -- STEP: 119/330 -- GLOBAL_STEP: 144550 | > loss_disc: 2.360751152038574 (2.3095480033329556) | > loss_disc_real_0: 0.09884677827358246 (0.11234399363273333) | > loss_disc_real_1: 0.20741842687129974 (0.20111549664445286) | > loss_disc_real_2: 0.16956165432929993 (0.21537667475327724) | > loss_disc_real_3: 0.2384609431028366 (0.22824619985929057) | > loss_disc_real_4: 0.23544591665267944 (0.22110144042668223) | > loss_disc_real_5: 0.2173059731721878 (0.214929797444023) | > loss_0: 2.360751152038574 (2.3095480033329556) | > grad_norm_0: tensor(11.9677, device='cuda:0') (tensor(11.7710, device='cuda:0')) | > loss_gen: 2.3675343990325928 (2.5461298237327754) | > loss_kl: 1.6474981307983398 (1.7633685314354777) | > loss_feat: 7.011673927307129 (7.247663830508705) | > loss_mel: 19.033950805664062 (19.30319838964638) | > loss_duration: 2.033372163772583 (2.0712010589968246) | > loss_1: 32.09402847290039 (32.931561606270925) | > grad_norm_1: tensor(136.5936, device='cuda:0') (tensor(144.3558, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.358 (0.350500134860768) | > loader_time: 0.0042 (0.0035655017660445524)  --> TIME: 2024-06-10 22:27:16 -- STEP: 144/330 -- GLOBAL_STEP: 144575 | > loss_disc: 2.5345261096954346 (2.3059238725238376) | > loss_disc_real_0: 0.12296224385499954 (0.11321644360820453) | > loss_disc_real_1: 0.15619057416915894 (0.20056239039533674) | > loss_disc_real_2: 0.23616814613342285 (0.21480170927113953) | > loss_disc_real_3: 0.2167913317680359 (0.22664918636696207) | > loss_disc_real_4: 0.2184414118528366 (0.2205678503960371) | > loss_disc_real_5: 0.2020445168018341 (0.2135033185283343) | > loss_0: 2.5345261096954346 (2.3059238725238376) | > grad_norm_0: tensor(25.0065, device='cuda:0') (tensor(11.7009, device='cuda:0')) | > loss_gen: 2.421847105026245 (2.548809629347588) | > loss_kl: 1.8116511106491089 (1.757232121295399) | > loss_feat: 7.384908199310303 (7.25789871149593) | > loss_mel: 19.06794548034668 (19.292385511928128) | > loss_duration: 2.0567703247070312 (2.0730706478158627) | > loss_1: 32.74311828613281 (32.92939657635159) | > grad_norm_1: tensor(220.9806, device='cuda:0') (tensor(145.0633, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3681 (0.35367935895919794) | > loader_time: 0.0044 (0.0036906335088941786)  --> TIME: 2024-06-10 22:27:26 -- STEP: 169/330 -- GLOBAL_STEP: 144600 | > loss_disc: 2.2900590896606445 (2.3144182749753868) | > loss_disc_real_0: 0.1222587376832962 (0.11453340881498608) | > loss_disc_real_1: 0.2282859981060028 (0.20099345263997484) | > loss_disc_real_2: 0.20656582713127136 (0.21600742726283667) | > loss_disc_real_3: 0.19198699295520782 (0.2273436075836949) | > loss_disc_real_4: 0.20106884837150574 (0.22049833216963435) | > loss_disc_real_5: 0.21524450182914734 (0.21421907383662003) | > loss_0: 2.2900590896606445 (2.3144182749753868) | > grad_norm_0: tensor(11.9979, device='cuda:0') (tensor(13.7223, device='cuda:0')) | > loss_gen: 2.77502179145813 (2.5494686118244414) | > loss_kl: 1.6373932361602783 (1.753220078507824) | > loss_feat: 8.144697189331055 (7.271666673513559) | > loss_mel: 19.744152069091797 (19.311295063537944) | > loss_duration: 2.0972163677215576 (2.075523869525751) | > loss_1: 34.39847946166992 (32.96117418052176) | > grad_norm_1: tensor(308.5953, device='cuda:0') (tensor(174.4686, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3782 (0.3595411636420255) | > loader_time: 0.0049 (0.0038538670398779876)  --> TIME: 2024-06-10 22:27:36 -- STEP: 194/330 -- GLOBAL_STEP: 144625 | > loss_disc: 2.420811891555786 (2.311326522188089) | > loss_disc_real_0: 0.19672897458076477 (0.114987979575838) | > loss_disc_real_1: 0.17810440063476562 (0.2009038444339615) | > loss_disc_real_2: 0.2081833928823471 (0.21618065284085028) | > loss_disc_real_3: 0.23222585022449493 (0.22685836447575658) | > loss_disc_real_4: 0.21337512135505676 (0.2207352830884383) | > loss_disc_real_5: 0.20863594114780426 (0.213472751766136) | > loss_0: 2.420811891555786 (2.311326522188089) | > grad_norm_0: tensor(15.0838, device='cuda:0') (tensor(16.7731, device='cuda:0')) | > loss_gen: 2.5239057540893555 (2.564899314310132) | > loss_kl: 1.782592535018921 (1.7493258401290657) | > loss_feat: 6.830392837524414 (7.314984046306806) | > loss_mel: 19.123699188232422 (19.30926788959305) | > loss_duration: 2.0806663036346436 (2.08101145446915) | > loss_1: 32.34125518798828 (33.019488472299464) | > grad_norm_1: tensor(416.0601, device='cuda:0') (tensor(198.4496, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.3874 (0.3639152701368037) | > loader_time: 0.0054 (0.004042015862219113)  --> TIME: 2024-06-10 22:27:46 -- STEP: 219/330 -- GLOBAL_STEP: 144650 | > loss_disc: 2.258681058883667 (2.3063739619842947) | > loss_disc_real_0: 0.23727615177631378 (0.11583239042527599) | > loss_disc_real_1: 0.16206496953964233 (0.20076233788168052) | > loss_disc_real_2: 0.20574578642845154 (0.21558579768492206) | > loss_disc_real_3: 0.22048889100551605 (0.22592400742448085) | > loss_disc_real_4: 0.17764848470687866 (0.2201527788486655) | > loss_disc_real_5: 0.18614806234836578 (0.21353471326773568) | > loss_0: 2.258681058883667 (2.3063739619842947) | > grad_norm_0: tensor(61.1762, device='cuda:0') (tensor(19.7172, device='cuda:0')) | > loss_gen: 2.6822760105133057 (2.57373770513491) | > loss_kl: 1.9958747625350952 (1.7486215525021835) | > loss_feat: 8.619391441345215 (7.347205734688397) | > loss_mel: 19.475257873535156 (19.267707066993164) | > loss_duration: 2.1395788192749023 (2.086611656837812) | > loss_1: 34.91238021850586 (33.02388365410231) | > grad_norm_1: tensor(435.3765, device='cuda:0') (tensor(218.7782, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.395 (0.3683009953259333) | > loader_time: 0.0056 (0.004202053427151895)  --> TIME: 2024-06-10 22:27:57 -- STEP: 244/330 -- GLOBAL_STEP: 144675 | > loss_disc: 2.214859962463379 (2.304035409552152) | > loss_disc_real_0: 0.08688991516828537 (0.11703208033911518) | > loss_disc_real_1: 0.21777349710464478 (0.20044074164795098) | > loss_disc_real_2: 0.19279274344444275 (0.21534782849618647) | > loss_disc_real_3: 0.22431626915931702 (0.22554040822337884) | > loss_disc_real_4: 0.20164185762405396 (0.21937024242198858) | > loss_disc_real_5: 0.21775972843170166 (0.21314680539682263) | > loss_0: 2.214859962463379 (2.304035409552152) | > grad_norm_0: tensor(32.7735, device='cuda:0') (tensor(22.7069, device='cuda:0')) | > loss_gen: 2.6568779945373535 (2.576704472791953) | > loss_kl: 1.622951626777649 (1.7442456855148565) | > loss_feat: 6.859117031097412 (7.349207860524537) | > loss_mel: 17.440448760986328 (19.23133199723038) | > loss_duration: 2.089651107788086 (2.094024007926222) | > loss_1: 30.66904640197754 (32.995513994185636) | > grad_norm_1: tensor(419.8416, device='cuda:0') (tensor(234.1100, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.4167 (0.3725888289389063) | > loader_time: 0.0056 (0.0043279040055196815)  --> TIME: 2024-06-10 22:28:08 -- STEP: 269/330 -- GLOBAL_STEP: 144700 | > loss_disc: 2.174193859100342 (2.3013338067717717) | > loss_disc_real_0: 0.08722709119319916 (0.11731897646277367) | > loss_disc_real_1: 0.23511245846748352 (0.20059848410600184) | > loss_disc_real_2: 0.20653562247753143 (0.21496673000346328) | > loss_disc_real_3: 0.22676533460617065 (0.22531901660018694) | > loss_disc_real_4: 0.20295393466949463 (0.21946459413128713) | > loss_disc_real_5: 0.17829184234142303 (0.21271956182988605) | > loss_0: 2.174193859100342 (2.3013338067717717) | > grad_norm_0: tensor(15.7823, device='cuda:0') (tensor(22.3763, device='cuda:0')) | > loss_gen: 2.5685195922851562 (2.5760986317489225) | > loss_kl: 1.61222243309021 (1.7422108003197994) | > loss_feat: 7.717118263244629 (7.374839504412115) | > loss_mel: 18.660785675048828 (19.20606493329468) | > loss_duration: 2.182314395904541 (2.100457826511567) | > loss_1: 32.740962982177734 (32.99967170204814) | > grad_norm_1: tensor(118.2705, device='cuda:0') (tensor(234.4197, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.4278 (0.37742114421603407) | > loader_time: 0.0064 (0.004467901244039431)  --> TIME: 2024-06-10 22:28:19 -- STEP: 294/330 -- GLOBAL_STEP: 144725 | > loss_disc: 2.275536060333252 (2.296985212637455) | > loss_disc_real_0: 0.11235171556472778 (0.11771940343639478) | > loss_disc_real_1: 0.2761133015155792 (0.20068644450939435) | > loss_disc_real_2: 0.17720851302146912 (0.21466435932991457) | > loss_disc_real_3: 0.20487113296985626 (0.22506437861189552) | > loss_disc_real_4: 0.2156457155942917 (0.21932910116655485) | > loss_disc_real_5: 0.2002754807472229 (0.2120800058351082) | > loss_0: 2.275536060333252 (2.296985212637455) | > grad_norm_0: tensor(6.4722, device='cuda:0') (tensor(21.7432, device='cuda:0')) | > loss_gen: 2.7093403339385986 (2.577595208777861) | > loss_kl: 1.7133677005767822 (1.7425243286859422) | > loss_feat: 8.508041381835938 (7.39616474975534) | > loss_mel: 19.63205337524414 (19.159780962937525) | > loss_duration: 2.2476911544799805 (2.109164188913747) | > loss_1: 34.81049346923828 (32.98522942731169) | > grad_norm_1: tensor(214.0804, device='cuda:0') (tensor(227.6764, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.4773 (0.3838965317018989) | > loader_time: 0.0069 (0.004631741517255097)  --> TIME: 2024-06-10 22:28:32 -- STEP: 319/330 -- GLOBAL_STEP: 144750 | > loss_disc: 2.405433416366577 (2.2954556568289277) | > loss_disc_real_0: 0.15517014265060425 (0.11861012467302873) | > loss_disc_real_1: 0.2303631752729416 (0.20075987776899043) | > loss_disc_real_2: 0.19365228712558746 (0.21429534186390126) | > loss_disc_real_3: 0.23632346093654633 (0.22478173313469724) | > loss_disc_real_4: 0.2524018883705139 (0.21912291017725924) | > loss_disc_real_5: 0.24431848526000977 (0.21178557903602205) | > loss_0: 2.405433416366577 (2.2954556568289277) | > grad_norm_0: tensor(24.3736, device='cuda:0') (tensor(21.5815, device='cuda:0')) | > loss_gen: 2.5426971912384033 (2.5760027674671973) | > loss_kl: 1.822292685508728 (1.7448976350054846) | > loss_feat: 7.965903282165527 (7.4250487399325475) | > loss_mel: 18.131114959716797 (19.124184019513244) | > loss_duration: 2.2979981899261475 (2.1218571913279707) | > loss_1: 32.760005950927734 (32.991990307655456) | > grad_norm_1: tensor(317.5869, device='cuda:0') (tensor(228.4309, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.6078 (0.394490649333942) | > loader_time: 0.01 (0.0048970234431443185)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4646196365356445 (2.4646196365356445) | > loss_disc_real_0: 0.12182123959064484 (0.12182123959064484) | > loss_disc_real_1: 0.28039050102233887 (0.28039050102233887) | > loss_disc_real_2: 0.3512365520000458 (0.3512365520000458) | > loss_disc_real_3: 0.34771329164505005 (0.34771329164505005) | > loss_disc_real_4: 0.23744933307170868 (0.23744933307170868) | > loss_disc_real_5: 0.3046896159648895 (0.3046896159648895) | > loss_0: 2.4646196365356445 (2.4646196365356445) | > loss_gen: 2.7528271675109863 (2.7528271675109863) | > loss_kl: 1.76707124710083 (1.76707124710083) | > loss_feat: 6.306997776031494 (6.306997776031494) | > loss_mel: 15.151690483093262 (15.151690483093262) | > loss_duration: 2.8151350021362305 (2.8151350021362305) | > loss_1: 28.793720245361328 (28.793720245361328)  --> STEP: 1 | > loss_disc: 2.273141622543335 (2.273141622543335) | > loss_disc_real_0: 0.07223716378211975 (0.07223716378211975) | > loss_disc_real_1: 0.15859226882457733 (0.15859226882457733) | > loss_disc_real_2: 0.2422393262386322 (0.2422393262386322) | > loss_disc_real_3: 0.3657166063785553 (0.3657166063785553) | > loss_disc_real_4: 0.24204447865486145 (0.24204447865486145) | > loss_disc_real_5: 0.3337574899196625 (0.3337574899196625) | > loss_0: 2.273141622543335 (2.273141622543335) | > loss_gen: 2.7366859912872314 (2.7366859912872314) | > loss_kl: 2.1162912845611572 (2.1162912845611572) | > loss_feat: 7.214889049530029 (7.214889049530029) | > loss_mel: 21.06014633178711 (21.06014633178711) | > loss_duration: 2.318448066711426 (2.318448066711426) | > loss_1: 35.44646072387695 (35.44646072387695)  --> STEP: 2 | > loss_disc: 2.7260499000549316 (2.4995957612991333) | > loss_disc_real_0: 0.10869729518890381 (0.09046722948551178) | > loss_disc_real_1: 0.379538893699646 (0.26906558126211166) | > loss_disc_real_2: 0.28821250796318054 (0.26522591710090637) | > loss_disc_real_3: 0.3901323676109314 (0.37792448699474335) | > loss_disc_real_4: 0.3645143508911133 (0.30327941477298737) | > loss_disc_real_5: 0.390379399061203 (0.36206844449043274) | > loss_0: 2.7260499000549316 (2.4995957612991333) | > loss_gen: 2.997929811477661 (2.8673079013824463) | > loss_kl: 2.2258968353271484 (2.171094059944153) | > loss_feat: 5.792235374450684 (6.5035622119903564) | > loss_mel: 21.76129913330078 (21.410722732543945) | > loss_duration: 2.3537096977233887 (2.3360788822174072) | > loss_1: 35.13106918334961 (35.28876495361328)  --> STEP: 3 | > loss_disc: 2.145425796508789 (2.3815391063690186) | > loss_disc_real_0: 0.10690212994813919 (0.09594552963972092) | > loss_disc_real_1: 0.25948911905288696 (0.2658734271923701) | > loss_disc_real_2: 0.18689851462841034 (0.23911678294340769) | > loss_disc_real_3: 0.3096301257610321 (0.3551596999168396) | > loss_disc_real_4: 0.21369026601314545 (0.2734163651863734) | > loss_disc_real_5: 0.23632685840129852 (0.3201545824607213) | > loss_0: 2.145425796508789 (2.3815391063690186) | > loss_gen: 3.1838650703430176 (2.9728269577026367) | > loss_kl: 2.169065475463867 (2.170417865117391) | > loss_feat: 8.775336265563965 (7.260820229848226) | > loss_mel: 20.45672607421875 (21.092723846435547) | > loss_duration: 2.1482787132263184 (2.2734788258870444) | > loss_1: 36.73326873779297 (35.77026621500651)  --> STEP: 4 | > loss_disc: 2.232086420059204 (2.344175934791565) | > loss_disc_real_0: 0.07842713594436646 (0.0915659312158823) | > loss_disc_real_1: 0.1879095435142517 (0.2463824562728405) | > loss_disc_real_2: 0.28913116455078125 (0.2516203783452511) | > loss_disc_real_3: 0.2813819348812103 (0.3367152586579323) | > loss_disc_real_4: 0.23707258701324463 (0.2643304206430912) | > loss_disc_real_5: 0.2178451120853424 (0.2945772148668766) | > loss_0: 2.232086420059204 (2.344175934791565) | > loss_gen: 2.7980260848999023 (2.929126739501953) | > loss_kl: 1.8513387441635132 (2.0906480848789215) | > loss_feat: 8.475096702575684 (7.56438934803009) | > loss_mel: 19.548315048217773 (20.706621646881104) | > loss_duration: 2.205491065979004 (2.256481885910034) | > loss_1: 34.878265380859375 (35.54726600646973)  --> STEP: 5 | > loss_disc: 2.474094867706299 (2.370159721374512) | > loss_disc_real_0: 0.06899675726890564 (0.08705209642648697) | > loss_disc_real_1: 0.31073683500289917 (0.25925333201885226) | > loss_disc_real_2: 0.2877180278301239 (0.25883990824222564) | > loss_disc_real_3: 0.2924973964691162 (0.32787168622016905) | > loss_disc_real_4: 0.28138381242752075 (0.2677410989999771) | > loss_disc_real_5: 0.28095319867134094 (0.2918524116277695) | > loss_0: 2.474094867706299 (2.370159721374512) | > loss_gen: 2.644395351409912 (2.872180461883545) | > loss_kl: 2.2878897190093994 (2.130096411705017) | > loss_feat: 5.2855072021484375 (7.10861291885376) | > loss_mel: 17.060632705688477 (19.977423858642577) | > loss_duration: 2.3871469497680664 (2.282614898681641) | > loss_1: 29.665573120117188 (34.37092742919922)  --> STEP: 6 | > loss_disc: 2.297546863555908 (2.3580575784047446) | > loss_disc_real_0: 0.10047075152397156 (0.0892885389427344) | > loss_disc_real_1: 0.3831990659236908 (0.27991095433632535) | > loss_disc_real_2: 0.23853078484535217 (0.25545505434274673) | > loss_disc_real_3: 0.3069320023059845 (0.3243817389011383) | > loss_disc_real_4: 0.2299259454011917 (0.26143857340017956) | > loss_disc_real_5: 0.2794230282306671 (0.2897808477282524) | > loss_0: 2.297546863555908 (2.3580575784047446) | > loss_gen: 3.0497334003448486 (2.901772618293762) | > loss_kl: 2.3788199424743652 (2.1715503334999084) | > loss_feat: 7.56360387802124 (7.184444745381673) | > loss_mel: 20.606550216674805 (20.08227825164795) | > loss_duration: 2.106206178665161 (2.2532134453455606) | > loss_1: 35.70491027832031 (34.593257904052734)  --> STEP: 7 | > loss_disc: 2.243884325027466 (2.3417471136365617) | > loss_disc_real_0: 0.10578177869319916 (0.09164471604994365) | > loss_disc_real_1: 0.23789499700069427 (0.27390867471694946) | > loss_disc_real_2: 0.1788143515586853 (0.24450638251645224) | > loss_disc_real_3: 0.2395305186510086 (0.31226013600826263) | > loss_disc_real_4: 0.23574967682361603 (0.257768731032099) | > loss_disc_real_5: 0.2273479551076889 (0.2808618630681719) | > loss_0: 2.243884325027466 (2.3417471136365617) | > loss_gen: 2.418447256088257 (2.83272613797869) | > loss_kl: 3.4013283252716064 (2.347232903753008) | > loss_feat: 6.609252452850342 (7.102274417877197) | > loss_mel: 18.83154296875 (19.903601782662527) | > loss_duration: 2.436610698699951 (2.2794130529676164) | > loss_1: 33.697181701660156 (34.46524701799665)  --> STEP: 8 | > loss_disc: 2.100982666015625 (2.3116515576839447) | > loss_disc_real_0: 0.10679350793361664 (0.09353831503540277) | > loss_disc_real_1: 0.23593193292617798 (0.269161581993103) | > loss_disc_real_2: 0.1950450986623764 (0.23832372203469276) | > loss_disc_real_3: 0.22912119328975677 (0.3018677681684494) | > loss_disc_real_4: 0.19264428317546844 (0.2496281750500202) | > loss_disc_real_5: 0.21850064396858215 (0.2730667106807232) | > loss_0: 2.100982666015625 (2.3116515576839447) | > loss_gen: 2.752324104309082 (2.822675883769989) | > loss_kl: 2.351907968521118 (2.347817286849022) | > loss_feat: 12.946015357971191 (7.8327420353889465) | > loss_mel: 21.959856033325195 (20.16063356399536) | > loss_duration: 2.139364242553711 (2.2619069516658783) | > loss_1: 42.14946746826172 (35.425774574279785)  --> STEP: 9 | > loss_disc: 2.298877000808716 (2.310232162475586) | > loss_disc_real_0: 0.04631265625357628 (0.08829101961519983) | > loss_disc_real_1: 0.23940947651863098 (0.2658557924959395) | > loss_disc_real_2: 0.25206950306892395 (0.23985103103849623) | > loss_disc_real_3: 0.3027614951133728 (0.3019670711623298) | > loss_disc_real_4: 0.3392924964427948 (0.25959087742699516) | > loss_disc_real_5: 0.29858481884002686 (0.27590205603175694) | > loss_0: 2.298877000808716 (2.310232162475586) | > loss_gen: 2.816084861755371 (2.821943547990587) | > loss_kl: 2.2115001678466797 (2.332670940293206) | > loss_feat: 8.846396446228027 (7.945370303259955) | > loss_mel: 20.577041625976562 (20.206901126437717) | > loss_duration: 2.1063668727874756 (2.244624720679389) | > loss_1: 36.55738830566406 (35.55150943332248)  --> STEP: 10 | > loss_disc: 2.356541156768799 (2.3148630619049073) | > loss_disc_real_0: 0.051108986139297485 (0.0845728162676096) | > loss_disc_real_1: 0.291050523519516 (0.2683752655982971) | > loss_disc_real_2: 0.2521502375602722 (0.24108095169067384) | > loss_disc_real_3: 0.2752719223499298 (0.2992975562810898) | > loss_disc_real_4: 0.27123335003852844 (0.2607551246881485) | > loss_disc_real_5: 0.2902754247188568 (0.27733939290046694) | > loss_0: 2.356541156768799 (2.3148630619049073) | > loss_gen: 2.647580146789551 (2.8045072078704836) | > loss_kl: 2.292884588241577 (2.328692305088043) | > loss_feat: 5.8433661460876465 (7.735169887542725) | > loss_mel: 18.633546829223633 (20.049565696716307) | > loss_duration: 2.273606777191162 (2.2475229263305665) | > loss_1: 31.69098472595215 (35.16545696258545)  --> STEP: 11 | > loss_disc: 2.5503625869750977 (2.336272109638561) | > loss_disc_real_0: 0.08930481225252151 (0.0850029977207834) | > loss_disc_real_1: 0.19780559837818146 (0.2619598413055593) | > loss_disc_real_2: 0.32589060068130493 (0.2487909197807312) | > loss_disc_real_3: 0.2317376732826233 (0.29315574873577466) | > loss_disc_real_4: 0.1925569474697113 (0.2545552903955633) | > loss_disc_real_5: 0.15990950167179108 (0.2666639482433146) | > loss_0: 2.5503625869750977 (2.336272109638561) | > loss_gen: 2.3134238719940186 (2.75986326824535) | > loss_kl: 2.052105188369751 (2.3035480217500166) | > loss_feat: 6.8397440910339355 (7.653767542405562) | > loss_mel: 18.7698974609375 (19.933232220736418) | > loss_duration: 2.4336023330688477 (2.2644392360340464) | > loss_1: 32.40877151489258 (34.91484919461337)  --> STEP: 12 | > loss_disc: 2.5891618728637695 (2.357346256573995) | > loss_disc_real_0: 0.07428684830665588 (0.08410998526960611) | > loss_disc_real_1: 0.29329755902290344 (0.26457131778200466) | > loss_disc_real_2: 0.3294489085674286 (0.25551241884628934) | > loss_disc_real_3: 0.3231760561466217 (0.2956574410200119) | > loss_disc_real_4: 0.2224797159433365 (0.25188232585787773) | > loss_disc_real_5: 0.2610307037830353 (0.26619451120495796) | > loss_0: 2.5891618728637695 (2.357346256573995) | > loss_gen: 2.5937697887420654 (2.7460221449534097) | > loss_kl: 2.129776954650879 (2.289067099491755) | > loss_feat: 6.654961109161377 (7.570533672968547) | > loss_mel: 16.280502319335938 (19.628838062286377) | > loss_duration: 2.1994714736938477 (2.25902525583903) | > loss_1: 29.858482360839844 (34.49348529179891)  --> STEP: 13 | > loss_disc: 2.360928773880005 (2.3576218348283033) | > loss_disc_real_0: 0.07058927416801453 (0.08306993056948368) | > loss_disc_real_1: 0.3083805739879608 (0.26794126056707823) | > loss_disc_real_2: 0.2580779790878296 (0.2557097696341001) | > loss_disc_real_3: 0.3052860498428345 (0.2963981032371521) | > loss_disc_real_4: 0.13408350944519043 (0.24282087844151717) | > loss_disc_real_5: 0.16805055737495422 (0.2586449762949577) | > loss_0: 2.360928773880005 (2.3576218348283033) | > loss_gen: 2.2480547428131104 (2.7077169601733866) | > loss_kl: 1.9936915636062622 (2.2663459044236403) | > loss_feat: 5.297057151794434 (7.395650863647461) | > loss_mel: 18.38040542602539 (19.532804782573994) | > loss_duration: 2.136068105697632 (2.249567013520461) | > loss_1: 30.05527687072754 (34.152084644024185)  --> STEP: 14 | > loss_disc: 1.9674711227416992 (2.3297539268221175) | > loss_disc_real_0: 0.11085578054189682 (0.08505463413894176) | > loss_disc_real_1: 0.1760173738002777 (0.2613752686551639) | > loss_disc_real_2: 0.2860308885574341 (0.25787556384290966) | > loss_disc_real_3: 0.2019561529159546 (0.28965224964278086) | > loss_disc_real_4: 0.18500840663909912 (0.23869141616991588) | > loss_disc_real_5: 0.1406136155128479 (0.2502141648105213) | > loss_0: 1.9674711227416992 (2.3297539268221175) | > loss_gen: 3.0385923385620117 (2.731350915772574) | > loss_kl: 3.0734708309173584 (2.3239976848874773) | > loss_feat: 9.297502517700195 (7.531497410365513) | > loss_mel: 21.24819564819336 (19.655332701546804) | > loss_duration: 2.358767032623291 (2.257367014884949) | > loss_1: 39.01653289794922 (34.49954523359026)  --> STEP: 15 | > loss_disc: 2.58305287361145 (2.3466405232747394) | > loss_disc_real_0: 0.1321301907300949 (0.08819300457835197) | > loss_disc_real_1: 0.3164372146129608 (0.26504606505235034) | > loss_disc_real_2: 0.3231506943702698 (0.26222723921140034) | > loss_disc_real_3: 0.3407779037952423 (0.2930606265862783) | > loss_disc_real_4: 0.2585987150669098 (0.24001856942971547) | > loss_disc_real_5: 0.3502814471721649 (0.2568853169679642) | > loss_0: 2.58305287361145 (2.3466405232747394) | > loss_gen: 2.8636832237243652 (2.740173069636027) | > loss_kl: 2.458723783493042 (2.332979424794515) | > loss_feat: 7.900557518005371 (7.5561014175415036) | > loss_mel: 18.504295349121094 (19.57859687805176) | > loss_duration: 2.2698731422424316 (2.2582007567087814) | > loss_1: 33.997135162353516 (34.466051228841145)  --> STEP: 16 | > loss_disc: 2.182976245880127 (2.3364115059375763) | > loss_disc_real_0: 0.21999017894268036 (0.0964303279761225) | > loss_disc_real_1: 0.2912866175174713 (0.2666860995814204) | > loss_disc_real_2: 0.19334349036216736 (0.2579220049083233) | > loss_disc_real_3: 0.19405941665172577 (0.28687305096536875) | > loss_disc_real_4: 0.17349116504192352 (0.23586060665547848) | > loss_disc_real_5: 0.17656688392162323 (0.25186541490256786) | > loss_0: 2.182976245880127 (2.3364115059375763) | > loss_gen: 3.204257011413574 (2.7691783159971237) | > loss_kl: 2.1324989795684814 (2.320449396967888) | > loss_feat: 10.546796798706055 (7.743019878864288) | > loss_mel: 19.31123924255371 (19.56188702583313) | > loss_duration: 2.327899217605591 (2.262556910514832) | > loss_1: 37.5226936340332 (34.65709137916565)  --> STEP: 17 | > loss_disc: 2.2158327102661133 (2.329318635603961) | > loss_disc_real_0: 0.03543063625693321 (0.09284211081617019) | > loss_disc_real_1: 0.24797984957695007 (0.2655857319340986) | > loss_disc_real_2: 0.2997923195362091 (0.2603849645923166) | > loss_disc_real_3: 0.2574436366558075 (0.28514190894715924) | > loss_disc_real_4: 0.21609938144683838 (0.23469818164320552) | > loss_disc_real_5: 0.23012709617614746 (0.25058669027160196) | > loss_0: 2.2158327102661133 (2.329318635603961) | > loss_gen: 2.59110164642334 (2.758703217786901) | > loss_kl: 2.1046924591064453 (2.307757812387803) | > loss_feat: 8.85563850402832 (7.808468033285702) | > loss_mel: 19.869321823120117 (19.57997142567354) | > loss_duration: 2.3708887100219727 (2.2689293693093697) | > loss_1: 35.79164123535156 (34.723829606000116)  --> STEP: 18 | > loss_disc: 2.0286619663238525 (2.3126154873106213) | > loss_disc_real_0: 0.08352579176425934 (0.09232453753550847) | > loss_disc_real_1: 0.2512366473674774 (0.26478856056928635) | > loss_disc_real_2: 0.25681179761886597 (0.26018645531601375) | > loss_disc_real_3: 0.20597487688064575 (0.2807437404990196) | > loss_disc_real_4: 0.14642857015132904 (0.22979431433810127) | > loss_disc_real_5: 0.17432351410388947 (0.24634984715117347) | > loss_0: 2.0286619663238525 (2.3126154873106213) | > loss_gen: 2.8623664379119873 (2.764462285571628) | > loss_kl: 2.72038197517395 (2.3306813769870334) | > loss_feat: 10.535884857177734 (7.9599911901685925) | > loss_mel: 18.988361358642578 (19.547104199727375) | > loss_duration: 2.249089479446411 (2.267827153205872) | > loss_1: 37.356082916259766 (34.87006590101454)  --> STEP: 19 | > loss_disc: 2.4487202167510986 (2.319778894123278) | > loss_disc_real_0: 0.10245393961668015 (0.0928576639608333) | > loss_disc_real_1: 0.29592615365982056 (0.2664273812582618) | > loss_disc_real_2: 0.20882447063922882 (0.25748319296460404) | > loss_disc_real_3: 0.3256860077381134 (0.28310912298528773) | > loss_disc_real_4: 0.28007185459136963 (0.23244050066722066) | > loss_disc_real_5: 0.34949734807014465 (0.2517786629890141) | > loss_0: 2.4487202167510986 (2.319778894123278) | > loss_gen: 2.749870538711548 (2.763694298894782) | > loss_kl: 1.9380406141281128 (2.310016073678669) | > loss_feat: 5.716134548187256 (7.841893472169575) | > loss_mel: 17.125642776489258 (19.419658861662214) | > loss_duration: 2.3120675086975098 (2.2701555929685897) | > loss_1: 29.841754913330078 (34.6054179542943)  --> STEP: 20 | > loss_disc: 2.1318767070770264 (2.3103837847709654) | > loss_disc_real_0: 0.09748340398073196 (0.09308895096182823) | > loss_disc_real_1: 0.21774928271770477 (0.263993476331234) | > loss_disc_real_2: 0.29678791761398315 (0.259448429197073) | > loss_disc_real_3: 0.21450453996658325 (0.2796788938343525) | > loss_disc_real_4: 0.20364481210708618 (0.23100071623921395) | > loss_disc_real_5: 0.2071390450000763 (0.24954668208956718) | > loss_0: 2.1318767070770264 (2.3103837847709654) | > loss_gen: 2.5841610431671143 (2.7547176361083983) | > loss_kl: 1.669330358505249 (2.277981787919998) | > loss_feat: 6.824492931365967 (7.791023445129395) | > loss_mel: 19.652040481567383 (19.43127794265747) | > loss_duration: 2.281294584274292 (2.270712542533875) | > loss_1: 33.01131820678711 (34.525712966918945)  --> STEP: 21 | > loss_disc: 2.4737441539764404 (2.3181628499712263) | > loss_disc_real_0: 0.10914746671915054 (0.09385364218836739) | > loss_disc_real_1: 0.3009946942329407 (0.2657554390884581) | > loss_disc_real_2: 0.29076483845710754 (0.26093968678088414) | > loss_disc_real_3: 0.3100455403327942 (0.28112492461999256) | > loss_disc_real_4: 0.2751951217651367 (0.23310521174044835) | > loss_disc_real_5: 0.31454065442085266 (0.25264163315296173) | > loss_0: 2.4737441539764404 (2.3181628499712263) | > loss_gen: 2.8223066329956055 (2.757936159769694) | > loss_kl: 1.6841415166854858 (2.249703679765974) | > loss_feat: 5.60903263092041 (7.687119120643253) | > loss_mel: 17.002944946289062 (19.315643038068497) | > loss_duration: 2.181506872177124 (2.2664646534692676) | > loss_1: 29.29993438720703 (34.27686636788504)  --> STEP: 22 | > loss_disc: 2.3907811641693115 (2.3214636824347754) | > loss_disc_real_0: 0.044959548860788345 (0.09163118340075016) | > loss_disc_real_1: 0.34765052795410156 (0.26947794312780554) | > loss_disc_real_2: 0.22864629328250885 (0.2594718052582307) | > loss_disc_real_3: 0.30197885632514954 (0.2820728306065906) | > loss_disc_real_4: 0.18771673738956451 (0.23104209926995364) | > loss_disc_real_5: 0.25647372007369995 (0.2528158189220862) | > loss_0: 2.3907811641693115 (2.3214636824347754) | > loss_gen: 2.5734896659851074 (2.749552228234031) | > loss_kl: 2.0010526180267334 (2.2384013587778266) | > loss_feat: 7.4492669105529785 (7.67630765654824) | > loss_mel: 21.43800163269043 (19.412113883278582) | > loss_duration: 2.1743383407592773 (2.262277093800632) | > loss_1: 35.63615036010742 (34.33865200389515)  --> STEP: 23 | > loss_disc: 2.2658822536468506 (2.3190470985744307) | > loss_disc_real_0: 0.06454633176326752 (0.09045358115564221) | > loss_disc_real_1: 0.23355577886104584 (0.267916109898816) | > loss_disc_real_2: 0.29906296730041504 (0.26119316012963006) | > loss_disc_real_3: 0.3073557913303375 (0.2831720897684927) | > loss_disc_real_4: 0.17037680745124817 (0.22840447788653168) | > loss_disc_real_5: 0.18310675024986267 (0.24978498984938083) | > loss_0: 2.2658822536468506 (2.3190470985744307) | > loss_gen: 2.6736536026000977 (2.746252287989077) | > loss_kl: 2.2299301624298096 (2.23803304589313) | > loss_feat: 7.7849202156066895 (7.681029941724694) | > loss_mel: 20.818843841552734 (19.473276055377458) | > loss_duration: 2.279043674468994 (2.2630060755688213) | > loss_1: 35.78639221191406 (34.40159723033075)  --> STEP: 24 | > loss_disc: 1.932652473449707 (2.3029473225275674) | > loss_disc_real_0: 0.0535864494740963 (0.08891745066891114) | > loss_disc_real_1: 0.17535309493541718 (0.26405931760867435) | > loss_disc_real_2: 0.17597506940364838 (0.2576424063493808) | > loss_disc_real_3: 0.2399236112833023 (0.2813700698316097) | > loss_disc_real_4: 0.1942320466041565 (0.22698062658309937) | > loss_disc_real_5: 0.29082438349723816 (0.2514949645847082) | > loss_0: 1.932652473449707 (2.3029473225275674) | > loss_gen: 2.8711140155792236 (2.751454859972) | > loss_kl: 2.373940944671631 (2.2436958750089007) | > loss_feat: 10.074361801147461 (7.7807521025339765) | > loss_mel: 20.835906982421875 (19.530052344004307) | > loss_duration: 2.3733432292938232 (2.2676034569740295) | > loss_1: 38.52866744995117 (34.573558489481606)  --> STEP: 25 | > loss_disc: 2.2539188861846924 (2.3009861850738527) | > loss_disc_real_0: 0.06113754212856293 (0.08780625432729722) | > loss_disc_real_1: 0.2506600320339203 (0.2635233461856842) | > loss_disc_real_2: 0.21925628185272217 (0.25610696136951444) | > loss_disc_real_3: 0.2598976492881775 (0.28051117300987244) | > loss_disc_real_4: 0.23647207021713257 (0.2273602843284607) | > loss_disc_real_5: 0.2716785967350006 (0.2523023098707199) | > loss_0: 2.2539188861846924 (2.3009861850738527) | > loss_gen: 2.5371158123016357 (2.7428812980651855) | > loss_kl: 2.1029298305511475 (2.2380652332305906) | > loss_feat: 7.402425765991211 (7.765619049072265) | > loss_mel: 19.305524826049805 (19.52107124328613) | > loss_duration: 2.338766574859619 (2.270449981689453) | > loss_1: 33.686763763427734 (34.53808670043945)  --> STEP: 26 | > loss_disc: 2.2258684635162354 (2.2980970419370212) | > loss_disc_real_0: 0.08872509002685547 (0.0878415941618956) | > loss_disc_real_1: 0.2946505546569824 (0.26472054651150334) | > loss_disc_real_2: 0.18406756222248077 (0.25333621524847466) | > loss_disc_real_3: 0.14007705450057983 (0.27510986075951505) | > loss_disc_real_4: 0.13155892491340637 (0.2236756166586509) | > loss_disc_real_5: 0.09240077435970306 (0.24615225081260383) | > loss_0: 2.2258684635162354 (2.2980970419370212) | > loss_gen: 2.168971300125122 (2.7208078366059523) | > loss_kl: 2.1159791946411133 (2.2333696163617645) | > loss_feat: 14.76567268371582 (8.03485188117394) | > loss_mel: 19.568220138549805 (19.522884662334732) | > loss_duration: 2.2532260417938232 (2.269787522462698) | > loss_1: 40.872074127197266 (34.7817016014686) --> EVAL PERFORMANCE | > avg_loader_time: 0.002423378137441781 (+2.662952129657342e-05) | > avg_loss_disc: 2.2980970419370212 (-0.0115188176815324) | > avg_loss_disc_real_0: 0.0878415941618956 (-0.031650277571036264) | > avg_loss_disc_real_1: 0.26472054651150334 (+0.04011023216522655) | > avg_loss_disc_real_2: 0.25333621524847466 (+0.009948659401673499) | > avg_loss_disc_real_3: 0.27510986075951505 (+0.050423261637871086) | > avg_loss_disc_real_4: 0.2236756166586509 (+0.013231218434297115) | > avg_loss_disc_real_5: 0.24615225081260383 (+0.03399212486468825) | > avg_loss_0: 2.2980970419370212 (-0.0115188176815324) | > avg_loss_gen: 2.7208078366059523 (+0.2505266666412358) | > avg_loss_kl: 2.2333696163617645 (-0.03530660959390497) | > avg_loss_feat: 8.03485188117394 (+0.49281934591440013) | > avg_loss_mel: 19.522884662334732 (+0.18289272601787587) | > avg_loss_duration: 2.269787522462698 (-0.007360944381127776) | > avg_loss_1: 34.7817016014686 (+0.8835711845984946)  > EPOCH: 172/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:28:58)   --> TIME: 2024-06-10 22:29:03 -- STEP: 14/330 -- GLOBAL_STEP: 144775 | > loss_disc: 2.296464204788208 (2.3319028445652554) | > loss_disc_real_0: 0.12160095572471619 (0.12356479146650859) | > loss_disc_real_1: 0.23334017395973206 (0.1980906075664929) | > loss_disc_real_2: 0.25077056884765625 (0.21731844331536973) | > loss_disc_real_3: 0.23542270064353943 (0.22729975943054473) | > loss_disc_real_4: 0.19861601293087006 (0.21792843512126378) | > loss_disc_real_5: 0.19033509492874146 (0.21719456251178468) | > loss_0: 2.296464204788208 (2.3319028445652554) | > grad_norm_0: tensor(8.5642, device='cuda:0') (tensor(10.6602, device='cuda:0')) | > loss_gen: 2.550370693206787 (2.5173366410391673) | > loss_kl: 1.702659249305725 (1.764348064150129) | > loss_feat: 7.115835189819336 (6.950885023389544) | > loss_mel: 18.654075622558594 (19.263508251735143) | > loss_duration: 2.112490653991699 (2.192015051841736) | > loss_1: 32.135433197021484 (32.68809277670724) | > grad_norm_1: tensor(48.0777, device='cuda:0') (tensor(102.2382, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3433 (0.3343764543533325) | > loader_time: 0.0029 (0.0029407228742327008)  --> TIME: 2024-06-10 22:29:12 -- STEP: 39/330 -- GLOBAL_STEP: 144800 | > loss_disc: 2.3725650310516357 (2.316360070155217) | > loss_disc_real_0: 0.10503929853439331 (0.11995189445905197) | > loss_disc_real_1: 0.24491597712039948 (0.19946341101939863) | > loss_disc_real_2: 0.19021300971508026 (0.21781998605300218) | > loss_disc_real_3: 0.21141833066940308 (0.22310556700596443) | > loss_disc_real_4: 0.20676735043525696 (0.21847770611445108) | > loss_disc_real_5: 0.20093581080436707 (0.21199149466477907) | > loss_0: 2.3725650310516357 (2.316360070155217) | > grad_norm_0: tensor(17.5688, device='cuda:0') (tensor(11.4709, device='cuda:0')) | > loss_gen: 2.460730791091919 (2.5492053154187326) | > loss_kl: 1.548513650894165 (1.7594609016027205) | > loss_feat: 7.6643218994140625 (7.200715162815192) | > loss_mel: 19.26653480529785 (19.42796697372045) | > loss_duration: 2.0853428840637207 (2.1139187170909) | > loss_1: 33.02544403076172 (33.05126664577386) | > grad_norm_1: tensor(268.8217, device='cuda:0') (tensor(106.8107, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3561 (0.33755113528325004) | > loader_time: 0.0033 (0.0032531053591997195)  --> TIME: 2024-06-10 22:29:21 -- STEP: 64/330 -- GLOBAL_STEP: 144825 | > loss_disc: 2.3201632499694824 (2.3073579482734203) | > loss_disc_real_0: 0.12540780007839203 (0.11790371360257268) | > loss_disc_real_1: 0.20070426166057587 (0.20119355944916606) | > loss_disc_real_2: 0.25894707441329956 (0.2179204672574997) | > loss_disc_real_3: 0.21552802622318268 (0.22244865470565856) | > loss_disc_real_4: 0.19209566712379456 (0.217683807015419) | > loss_disc_real_5: 0.20007924735546112 (0.21060303132981062) | > loss_0: 2.3201632499694824 (2.3073579482734203) | > grad_norm_0: tensor(7.4356, device='cuda:0') (tensor(11.1263, device='cuda:0')) | > loss_gen: 2.565129518508911 (2.552352398633957) | > loss_kl: 1.6876795291900635 (1.7439144421368837) | > loss_feat: 7.588935852050781 (7.236848890781403) | > loss_mel: 19.750362396240234 (19.441549122333527) | > loss_duration: 2.045510768890381 (2.0868899654597044) | > loss_1: 33.63761901855469 (33.06155449151993) | > grad_norm_1: tensor(106.8937, device='cuda:0') (tensor(111.9157, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3602 (0.34918692708015436) | > loader_time: 0.0034 (0.003344394266605377)  --> TIME: 2024-06-10 22:29:31 -- STEP: 89/330 -- GLOBAL_STEP: 144850 | > loss_disc: 2.281479835510254 (2.3132044117102466) | > loss_disc_real_0: 0.1636427938938141 (0.1181868277071567) | > loss_disc_real_1: 0.19596734642982483 (0.202951700667317) | > loss_disc_real_2: 0.20672836899757385 (0.2184041381886836) | > loss_disc_real_3: 0.20482493937015533 (0.22440276537718398) | > loss_disc_real_4: 0.20066678524017334 (0.2196733241670587) | > loss_disc_real_5: 0.17183136940002441 (0.21162006141764395) | > loss_0: 2.281479835510254 (2.3132044117102466) | > grad_norm_0: tensor(22.0456, device='cuda:0') (tensor(11.8188, device='cuda:0')) | > loss_gen: 2.30556321144104 (2.5529521663537187) | > loss_kl: 1.7842724323272705 (1.7357344600591766) | > loss_feat: 6.966636657714844 (7.233256565051132) | > loss_mel: 19.202234268188477 (19.386882481950057) | > loss_duration: 2.0603694915771484 (2.0753342770458603) | > loss_1: 32.31907653808594 (32.98415966248243) | > grad_norm_1: tensor(188.4324, device='cuda:0') (tensor(127.9058, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.36 (0.35422779736893906) | > loader_time: 0.0037 (0.0034911311074589074)  --> TIME: 2024-06-10 22:29:40 -- STEP: 114/330 -- GLOBAL_STEP: 144875 | > loss_disc: 2.2732019424438477 (2.3041041733925804) | > loss_disc_real_0: 0.08845862001180649 (0.11634322563022897) | > loss_disc_real_1: 0.19574794173240662 (0.20118178257293867) | > loss_disc_real_2: 0.22729530930519104 (0.21757308106150544) | > loss_disc_real_3: 0.24641165137290955 (0.22532254078409128) | > loss_disc_real_4: 0.24392613768577576 (0.2198665105459983) | > loss_disc_real_5: 0.22117879986763 (0.21062430791687548) | > loss_0: 2.2732019424438477 (2.3041041733925804) | > grad_norm_0: tensor(6.7201, device='cuda:0') (tensor(13.2171, device='cuda:0')) | > loss_gen: 2.688164234161377 (2.5696592665555182) | > loss_kl: 1.5534850358963013 (1.7388524935956586) | > loss_feat: 7.090709686279297 (7.2882921235603195) | > loss_mel: 19.810705184936523 (19.378207625004283) | > loss_duration: 2.092820167541504 (2.0725715651846772) | > loss_1: 33.23588180541992 (33.04758282711629) | > grad_norm_1: tensor(99.1387, device='cuda:0') (tensor(153.4062, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3771 (0.3581464165135434) | > loader_time: 0.0046 (0.003585001878571092)  --> TIME: 2024-06-10 22:29:50 -- STEP: 139/330 -- GLOBAL_STEP: 144900 | > loss_disc: 2.0843050479888916 (2.2979711937389786) | > loss_disc_real_0: 0.10636638849973679 (0.11543802627556615) | > loss_disc_real_1: 0.210704043507576 (0.20150918872665158) | > loss_disc_real_2: 0.1784319281578064 (0.21696026601808535) | > loss_disc_real_3: 0.19138172268867493 (0.2242226950127444) | > loss_disc_real_4: 0.17432492971420288 (0.21846361233176087) | > loss_disc_real_5: 0.1977570503950119 (0.20991029488525803) | > loss_0: 2.0843050479888916 (2.2979711937389786) | > grad_norm_0: tensor(18.6942, device='cuda:0') (tensor(14.0653, device='cuda:0')) | > loss_gen: 2.734748363494873 (2.5746181491467595) | > loss_kl: 1.74997079372406 (1.7329602078568163) | > loss_feat: 8.16683292388916 (7.305513038909693) | > loss_mel: 20.12466049194336 (19.3953326383083) | > loss_duration: 2.133883237838745 (2.0745625744620666) | > loss_1: 34.91009521484375 (33.082986337675436) | > grad_norm_1: tensor(111.7372, device='cuda:0') (tensor(166.4410, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3648 (0.36170768223220495) | > loader_time: 0.0042 (0.0037160451463658173)  --> TIME: 2024-06-10 22:30:00 -- STEP: 164/330 -- GLOBAL_STEP: 144925 | > loss_disc: 2.361159563064575 (2.2978309625532574) | > loss_disc_real_0: 0.13883134722709656 (0.11613516445930411) | > loss_disc_real_1: 0.24007607996463776 (0.2009057293577892) | > loss_disc_real_2: 0.20442070066928864 (0.21664702865045246) | > loss_disc_real_3: 0.23751281201839447 (0.22456798175486123) | > loss_disc_real_4: 0.27002987265586853 (0.21953762168201) | > loss_disc_real_5: 0.25199559330940247 (0.21121243242083532) | > loss_0: 2.361159563064575 (2.2978309625532574) | > grad_norm_0: tensor(6.0824, device='cuda:0') (tensor(14.3027, device='cuda:0')) | > loss_gen: 2.480640411376953 (2.5745051314191127) | > loss_kl: 1.6424798965454102 (1.7337023630374815) | > loss_feat: 6.7243194580078125 (7.317221720044206) | > loss_mel: 17.985240936279297 (19.351813223303814) | > loss_duration: 2.1399941444396973 (2.07558322607017) | > loss_1: 30.972673416137695 (33.052825346225625) | > grad_norm_1: tensor(98.8562, device='cuda:0') (tensor(173.0556, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3815 (0.36420973626578723) | > loader_time: 0.0046 (0.003832213762329846)  --> TIME: 2024-06-10 22:30:10 -- STEP: 189/330 -- GLOBAL_STEP: 144950 | > loss_disc: 2.3142004013061523 (2.2937365625270467) | > loss_disc_real_0: 0.1260947585105896 (0.11564018861168907) | > loss_disc_real_1: 0.2239048182964325 (0.20074619762796572) | > loss_disc_real_2: 0.24377641081809998 (0.2160951913822265) | > loss_disc_real_3: 0.2279025912284851 (0.2235644507818121) | > loss_disc_real_4: 0.19822926819324493 (0.21894480855691997) | > loss_disc_real_5: 0.2060001939535141 (0.21082286591883062) | > loss_0: 2.3142004013061523 (2.2937365625270467) | > grad_norm_0: tensor(5.0284, device='cuda:0') (tensor(15.2286, device='cuda:0')) | > loss_gen: 2.612778425216675 (2.579874915420694) | > loss_kl: 1.6424143314361572 (1.7312828163621288) | > loss_feat: 7.046550750732422 (7.3341021058420655) | > loss_mel: 19.738861083984375 (19.33930105380911) | > loss_duration: 2.139390468597412 (2.0809266460004934) | > loss_1: 33.17999267578125 (33.065487210712725) | > grad_norm_1: tensor(275.4722, device='cuda:0') (tensor(186.8217, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.4068 (0.367547836253252) | > loader_time: 0.0045 (0.00398441092677848)  --> TIME: 2024-06-10 22:30:20 -- STEP: 214/330 -- GLOBAL_STEP: 144975 | > loss_disc: 2.1702566146850586 (2.2891044716968727) | > loss_disc_real_0: 0.07061342895030975 (0.11561350837767681) | > loss_disc_real_1: 0.20577511191368103 (0.200530800724698) | > loss_disc_real_2: 0.21337291598320007 (0.21587779735014817) | > loss_disc_real_3: 0.23230941593647003 (0.2232179491319389) | > loss_disc_real_4: 0.2251448929309845 (0.21808190950166395) | > loss_disc_real_5: 0.24178022146224976 (0.21057268998054704) | > loss_0: 2.1702566146850586 (2.2891044716968727) | > grad_norm_0: tensor(11.9234, device='cuda:0') (tensor(16.9402, device='cuda:0')) | > loss_gen: 2.7441954612731934 (2.5941994335049783) | > loss_kl: 1.6519076824188232 (1.7291825675518713) | > loss_feat: 6.916643142700195 (7.385897618587886) | > loss_mel: 18.4998722076416 (19.316059977094696) | > loss_duration: 2.177541732788086 (2.0864871779334875) | > loss_1: 31.990161895751953 (33.1118264777638) | > grad_norm_1: tensor(181.3756, device='cuda:0') (tensor(200.3402, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.3944 (0.37183290330049035) | > loader_time: 0.0056 (0.004106085991190973)  --> TIME: 2024-06-10 22:30:31 -- STEP: 239/330 -- GLOBAL_STEP: 145000 | > loss_disc: 2.374274730682373 (2.2874000421627803) | > loss_disc_real_0: 0.17738822102546692 (0.11483247726220466) | > loss_disc_real_1: 0.18956835567951202 (0.19975274551862454) | > loss_disc_real_2: 0.22784963250160217 (0.21580438297163992) | > loss_disc_real_3: 0.20673887431621552 (0.22264342870422985) | > loss_disc_real_4: 0.24281777441501617 (0.21772024534237433) | > loss_disc_real_5: 0.24620555341243744 (0.21144800848292508) | > loss_0: 2.374274730682373 (2.2874000421627803) | > grad_norm_0: tensor(59.5892, device='cuda:0') (tensor(18.4767, device='cuda:0')) | > loss_gen: 2.616633176803589 (2.6071763876591767) | > loss_kl: 1.5844866037368774 (1.7280531443312577) | > loss_feat: 7.500575542449951 (7.407553559067858) | > loss_mel: 19.47683334350586 (19.289148075311246) | > loss_duration: 2.118562698364258 (2.0936180383091694) | > loss_1: 33.297088623046875 (33.125548869496086) | > grad_norm_1: tensor(444.0981, device='cuda:0') (tensor(218.0136, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.4132 (0.37649399466095607) | > loader_time: 0.0061 (0.004216228070119436) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_145000.pth  --> TIME: 2024-06-10 22:30:47 -- STEP: 264/330 -- GLOBAL_STEP: 145025 | > loss_disc: 2.3575143814086914 (2.290316363175711) | > loss_disc_real_0: 0.10086387395858765 (0.11501847759284305) | > loss_disc_real_1: 0.16671565175056458 (0.200263164711721) | > loss_disc_real_2: 0.22614535689353943 (0.21572992532993807) | > loss_disc_real_3: 0.19926555454730988 (0.22298797107104099) | > loss_disc_real_4: 0.20777274668216705 (0.2182965931680166) | > loss_disc_real_5: 0.21050171554088593 (0.2115563372658058) | > loss_0: 2.3575143814086914 (2.290316363175711) | > grad_norm_0: tensor(35.0086, device='cuda:0') (tensor(19.4501, device='cuda:0')) | > loss_gen: 2.473878860473633 (2.604774756865068) | > loss_kl: 1.691945195198059 (1.7249418962182421) | > loss_feat: 7.665555477142334 (7.426154293797233) | > loss_mel: 18.671262741088867 (19.258137305577584) | > loss_duration: 2.2005767822265625 (2.099781985987317) | > loss_1: 32.703216552734375 (33.11378997022454) | > grad_norm_1: tensor(430.1514, device='cuda:0') (tensor(232.9078, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.4387 (0.38204422322186554) | > loader_time: 0.0064 (0.004379903728311713)  --> TIME: 2024-06-10 22:30:58 -- STEP: 289/330 -- GLOBAL_STEP: 145050 | > loss_disc: 2.327997922897339 (2.289996961408834) | > loss_disc_real_0: 0.14679692685604095 (0.11534563626024137) | > loss_disc_real_1: 0.21337485313415527 (0.20065905195000266) | > loss_disc_real_2: 0.2547725439071655 (0.21629727366267607) | > loss_disc_real_3: 0.2474120855331421 (0.2230039719994918) | > loss_disc_real_4: 0.23410992324352264 (0.2178375109463002) | > loss_disc_real_5: 0.2285579890012741 (0.21067064206492955) | > loss_0: 2.327997922897339 (2.289996961408834) | > grad_norm_0: tensor(44.4545, device='cuda:0') (tensor(20.8681, device='cuda:0')) | > loss_gen: 2.7427330017089844 (2.6073689056515272) | > loss_kl: 1.5865615606307983 (1.7216700158729683) | > loss_feat: 7.015799045562744 (7.449196457450365) | > loss_mel: 17.696924209594727 (19.233268579397233) | > loss_duration: 2.240987777709961 (2.1081726142691912) | > loss_1: 31.28300666809082 (33.11967636557184) | > grad_norm_1: tensor(403.3568, device='cuda:0') (tensor(247.3329, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.4459 (0.3875003562254064) | > loader_time: 0.0064 (0.004542656835800225)  --> TIME: 2024-06-10 22:31:10 -- STEP: 314/330 -- GLOBAL_STEP: 145075 | > loss_disc: 2.2150511741638184 (2.292559561456086) | > loss_disc_real_0: 0.11482512205839157 (0.1165174543501655) | > loss_disc_real_1: 0.1716882288455963 (0.20088822413591823) | > loss_disc_real_2: 0.23120370507240295 (0.21624313721990893) | > loss_disc_real_3: 0.20461416244506836 (0.22300209978203864) | > loss_disc_real_4: 0.20960204303264618 (0.21796652181133344) | > loss_disc_real_5: 0.18251532316207886 (0.21091789818683263) | > loss_0: 2.2150511741638184 (2.292559561456086) | > grad_norm_0: tensor(32.4349, device='cuda:0') (tensor(22.4286, device='cuda:0')) | > loss_gen: 2.671973466873169 (2.6035332611411985) | > loss_kl: 1.640969157218933 (1.7194810057901269) | > loss_feat: 8.121146202087402 (7.4555717213138655) | > loss_mel: 18.694520950317383 (19.18111228335434) | > loss_duration: 2.292440414428711 (2.1197051011073365) | > loss_1: 33.421051025390625 (33.079403190855736) | > grad_norm_1: tensor(336.3850, device='cuda:0') (tensor(259.4545, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.5591 (0.39571509087920936) | > loader_time: 0.0078 (0.004737974731785478)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0466504096984863 (2.0466504096984863) | > loss_disc_real_0: 0.0430600605905056 (0.0430600605905056) | > loss_disc_real_1: 0.1390015184879303 (0.1390015184879303) | > loss_disc_real_2: 0.25071996450424194 (0.25071996450424194) | > loss_disc_real_3: 0.23058582842350006 (0.23058582842350006) | > loss_disc_real_4: 0.2691400647163391 (0.2691400647163391) | > loss_disc_real_5: 0.1130664125084877 (0.1130664125084877) | > loss_0: 2.0466504096984863 (2.0466504096984863) | > loss_gen: 2.5647432804107666 (2.5647432804107666) | > loss_kl: 2.397158145904541 (2.397158145904541) | > loss_feat: 8.392000198364258 (8.392000198364258) | > loss_mel: 20.103792190551758 (20.103792190551758) | > loss_duration: 2.951896905899048 (2.951896905899048) | > loss_1: 36.40959167480469 (36.40959167480469)  --> STEP: 1 | > loss_disc: 2.4209330081939697 (2.4209330081939697) | > loss_disc_real_0: 0.12081398069858551 (0.12081398069858551) | > loss_disc_real_1: 0.23155255615711212 (0.23155255615711212) | > loss_disc_real_2: 0.1555587202310562 (0.1555587202310562) | > loss_disc_real_3: 0.31072261929512024 (0.31072261929512024) | > loss_disc_real_4: 0.2703554928302765 (0.2703554928302765) | > loss_disc_real_5: 0.26036980748176575 (0.26036980748176575) | > loss_0: 2.4209330081939697 (2.4209330081939697) | > loss_gen: 2.476123094558716 (2.476123094558716) | > loss_kl: 2.229658603668213 (2.229658603668213) | > loss_feat: 7.6880879402160645 (7.6880879402160645) | > loss_mel: 18.70768165588379 (18.70768165588379) | > loss_duration: 2.3207924365997314 (2.3207924365997314) | > loss_1: 33.42234420776367 (33.42234420776367)  --> STEP: 2 | > loss_disc: 2.078084945678711 (2.2495089769363403) | > loss_disc_real_0: 0.04994957894086838 (0.08538177981972694) | > loss_disc_real_1: 0.19175350666046143 (0.21165303140878677) | > loss_disc_real_2: 0.22106756269931793 (0.18831314146518707) | > loss_disc_real_3: 0.29329484701156616 (0.3020087331533432) | > loss_disc_real_4: 0.22583964467048645 (0.24809756875038147) | > loss_disc_real_5: 0.1895899921655655 (0.22497989982366562) | > loss_0: 2.078084945678711 (2.2495089769363403) | > loss_gen: 2.6877665519714355 (2.5819448232650757) | > loss_kl: 2.07058048248291 (2.1501195430755615) | > loss_feat: 7.149774074554443 (7.418931007385254) | > loss_mel: 19.526409149169922 (19.117045402526855) | > loss_duration: 2.3749947547912598 (2.3478935956954956) | > loss_1: 33.80952453613281 (33.61593437194824)  --> STEP: 3 | > loss_disc: 2.0933210849761963 (2.197446346282959) | > loss_disc_real_0: 0.10202440619468689 (0.09092932194471359) | > loss_disc_real_1: 0.20550698041915894 (0.20960434774557749) | > loss_disc_real_2: 0.2914123237133026 (0.22267953554789224) | > loss_disc_real_3: 0.22115229070186615 (0.2750565856695175) | > loss_disc_real_4: 0.1670054793357849 (0.22106687227884927) | > loss_disc_real_5: 0.13485373556613922 (0.19493784507115683) | > loss_0: 2.0933210849761963 (2.197446346282959) | > loss_gen: 2.6299047470092773 (2.597931464513143) | > loss_kl: 1.910762906074524 (2.070333997408549) | > loss_feat: 9.069596290588379 (7.969152768452962) | > loss_mel: 20.46721649169922 (19.567102432250977) | > loss_duration: 2.2423462867736816 (2.312711159388224) | > loss_1: 36.319828033447266 (34.517232259114586)  --> STEP: 4 | > loss_disc: 2.3479490280151367 (2.2350720167160034) | > loss_disc_real_0: 0.058874670416116714 (0.08291565906256437) | > loss_disc_real_1: 0.23600463569164276 (0.2162044197320938) | > loss_disc_real_2: 0.30718302726745605 (0.2438054084777832) | > loss_disc_real_3: 0.3142774701118469 (0.28486180678009987) | > loss_disc_real_4: 0.2616044580936432 (0.23120126873254776) | > loss_disc_real_5: 0.2737474739551544 (0.21464025229215622) | > loss_0: 2.3479490280151367 (2.2350720167160034) | > loss_gen: 2.6748673915863037 (2.617165446281433) | > loss_kl: 2.305485248565674 (2.12912181019783) | > loss_feat: 7.417579174041748 (7.831259369850159) | > loss_mel: 19.380462646484375 (19.520442485809326) | > loss_duration: 2.2088568210601807 (2.2867475748062134) | > loss_1: 33.98725128173828 (34.38473701477051)  --> STEP: 5 | > loss_disc: 2.166931390762329 (2.2214438915252686) | > loss_disc_real_0: 0.03382471203804016 (0.07309746965765954) | > loss_disc_real_1: 0.31051546335220337 (0.23506662845611573) | > loss_disc_real_2: 0.26631003618240356 (0.24830633401870728) | > loss_disc_real_3: 0.2192000299692154 (0.271729451417923) | > loss_disc_real_4: 0.2184744030237198 (0.22865589559078217) | > loss_disc_real_5: 0.1617162674665451 (0.204055455327034) | > loss_0: 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(7.535075664520264) | > loss_mel: 18.673097610473633 (19.61019738515218) | > loss_duration: 2.090369701385498 (2.2720207373301187) | > loss_1: 31.496984481811523 (34.10918140411377)  --> STEP: 7 | > loss_disc: 2.179138660430908 (2.2504849093300954) | > loss_disc_real_0: 0.058206792920827866 (0.06980519954647336) | > loss_disc_real_1: 0.2271202951669693 (0.23183366443429673) | > loss_disc_real_2: 0.20927567780017853 (0.246409073472023) | > loss_disc_real_3: 0.20796939730644226 (0.26344017471585957) | > loss_disc_real_4: 0.24655447900295258 (0.2357634220804487) | > loss_disc_real_5: 0.257455438375473 (0.21793143238340104) | > loss_0: 2.179138660430908 (2.2504849093300954) | > loss_gen: 2.566945791244507 (2.5794478143964494) | > loss_kl: 2.8765416145324707 (2.2198111840656827) | > loss_feat: 7.409271240234375 (7.5171036039079935) | > loss_mel: 20.004899978637695 (19.666583469935826) | > loss_duration: 2.41447114944458 (2.2923707962036133) | > loss_1: 35.27212905883789 (34.275316783360076)  --> STEP: 8 | > loss_disc: 2.1950621604919434 (2.2435570657253265) | > loss_disc_real_0: 0.09168697893619537 (0.07254042197018862) | > loss_disc_real_1: 0.20450356602668762 (0.2284174021333456) | > loss_disc_real_2: 0.18283741176128387 (0.23846261575818062) | > loss_disc_real_3: 0.2150791734457016 (0.2573950495570898) | > loss_disc_real_4: 0.1421855092048645 (0.22406618297100067) | > loss_disc_real_5: 0.13248023390769958 (0.20725003257393837) | > loss_0: 2.1950621604919434 (2.2435570657253265) | > loss_gen: 2.3383259773254395 (2.5493075847625732) | > loss_kl: 2.496480703353882 (2.2543948739767075) | > loss_feat: 10.4835844039917 (7.887913703918457) | > loss_mel: 18.666473388671875 (19.541569709777832) | > loss_duration: 2.1523027420043945 (2.274862289428711) | > loss_1: 36.13716506958008 (34.50804781913757)  --> STEP: 9 | > loss_disc: 2.027022361755371 (2.219497654173109) | > loss_disc_real_0: 0.04157989099621773 (0.06910036297308074) | > loss_disc_real_1: 0.20881856977939606 (0.22623975409401786) | > loss_disc_real_2: 0.21490658819675446 (0.2358452793624666) | > loss_disc_real_3: 0.24188625812530518 (0.25567185050911373) | > loss_disc_real_4: 0.22287507355213165 (0.22393383748001522) | > loss_disc_real_5: 0.2272842526435852 (0.20947605702612135) | > loss_0: 2.027022361755371 (2.219497654173109) | > loss_gen: 2.817272663116455 (2.579081482357449) | > loss_kl: 1.6393386125564575 (2.1860552893744574) | > loss_feat: 11.689827919006348 (8.310348616706001) | > loss_mel: 21.408540725708008 (19.749010933770073) | > loss_duration: 2.0821950435638428 (2.253454817665948) | > loss_1: 39.637176513671875 (35.07795100741916)  --> STEP: 10 | > loss_disc: 2.5449185371398926 (2.2520397424697878) | > loss_disc_real_0: 0.08172938227653503 (0.07036326490342618) | > loss_disc_real_1: 0.27967408299446106 (0.2315831869840622) | > loss_disc_real_2: 0.26376745104789734 (0.23863749653100969) | > loss_disc_real_3: 0.2931329607963562 (0.25941796153783797) | > loss_disc_real_4: 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2.608469247817993 (2.570369915528731) | > loss_kl: 2.287013292312622 (2.2036713903600518) | > loss_feat: 6.1471266746521 (7.916663733395663) | > loss_mel: 16.14140510559082 (19.096303419633344) | > loss_duration: 2.4015908241271973 (2.2680589935996314) | > loss_1: 29.58560562133789 (34.05506740916859)  --> STEP: 12 | > loss_disc: 2.123875379562378 (2.2430769999821982) | > loss_disc_real_0: 0.06700889766216278 (0.06801515600333612) | > loss_disc_real_1: 0.18598870933055878 (0.22782042746742567) | > loss_disc_real_2: 0.18837928771972656 (0.22978505740563074) | > loss_disc_real_3: 0.24890980124473572 (0.2616751876970132) | > loss_disc_real_4: 0.14699652791023254 (0.2272410181661447) | > loss_disc_real_5: 0.24840061366558075 (0.22236055011550585) | > loss_0: 2.123875379562378 (2.2430769999821982) | > loss_gen: 2.3760948181152344 (2.554180324077606) | > loss_kl: 1.91798996925354 (2.1798646052678428) | > loss_feat: 7.917534351348877 (7.916736284891765) | > loss_mel: 20.464595794677734 (19.21032778422038) | > loss_duration: 2.250783920288086 (2.2666194041570025) | > loss_1: 34.927001953125 (34.12772862116496)  --> STEP: 13 | > loss_disc: 2.517660140991211 (2.2641987800598145) | > loss_disc_real_0: 0.07960202544927597 (0.0689064536530238) | > loss_disc_real_1: 0.3021560311317444 (0.2335385508262194) | > loss_disc_real_2: 0.2554367780685425 (0.2317582666873932) | > loss_disc_real_3: 0.24889153242111206 (0.260691829598867) | > loss_disc_real_4: 0.20363952219486237 (0.22542551847604606) | > loss_disc_real_5: 0.2426310032606125 (0.22391981574205252) | > loss_0: 2.517660140991211 (2.2641987800598145) | > loss_gen: 2.098649263381958 (2.519139473254864) | > loss_kl: 1.9076519012451172 (2.158925166496864) | > loss_feat: 4.660881996154785 (7.66628595498892) | > loss_mel: 15.53304672241211 (18.927460010235126) | > loss_duration: 2.0951976776123047 (2.253433117499718) | > loss_1: 26.295429229736328 (33.52524405259353)  --> STEP: 14 | > loss_disc: 2.2219953536987305 (2.2611842496054515) | > loss_disc_real_0: 0.026372814550995827 (0.0658683365743075) | > loss_disc_real_1: 0.12604138255119324 (0.22586018166371755) | > loss_disc_real_2: 0.26005685329437256 (0.23377959430217743) | > loss_disc_real_3: 0.30539312958717346 (0.26388477959803175) | > loss_disc_real_4: 0.28144916892051697 (0.22942720779350825) | > loss_disc_real_5: 0.23174376785755157 (0.22447866946458817) | > loss_0: 2.2219953536987305 (2.2611842496054515) | > loss_gen: 2.5178236961364746 (2.519045489174979) | > loss_kl: 2.481532573699951 (2.181968552725656) | > loss_feat: 8.14106559753418 (7.700198786599295) | > loss_mel: 21.278852462768555 (19.095416613987513) | > loss_duration: 2.372314929962158 (2.26192467553275) | > loss_1: 36.791587829589844 (33.75855432237898)  --> STEP: 15 | > loss_disc: 2.182633876800537 (2.255947558085124) | > loss_disc_real_0: 0.05930739641189575 (0.06543094056348005) | > loss_disc_real_1: 0.20531639456748962 (0.22449059585730236) | > loss_disc_real_2: 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loss_disc_real_5: 0.2163352519273758 (0.22099958639591932) | > loss_0: 1.979566216468811 (2.238673724234104) | > loss_gen: 2.971099615097046 (2.5346176475286484) | > loss_kl: 2.1516566276550293 (2.2276097536087036) | > loss_feat: 9.496354103088379 (7.826597511768341) | > loss_mel: 18.681203842163086 (19.10353708267212) | > loss_duration: 2.34151029586792 (2.2666713148355484) | > loss_1: 35.641822814941406 (33.959033370018005)  --> STEP: 17 | > loss_disc: 2.3954625129699707 (2.2478965941597435) | > loss_disc_real_0: 0.0794091522693634 (0.065553466515506) | > loss_disc_real_1: 0.20096367597579956 (0.2196431370342479) | > loss_disc_real_2: 0.31014180183410645 (0.2383817311595468) | > loss_disc_real_3: 0.3517514169216156 (0.2667597216718337) | > loss_disc_real_4: 0.28439685702323914 (0.22619436067693374) | > loss_disc_real_5: 0.2807210385799408 (0.2245126129949794) | > loss_0: 2.3954625129699707 (2.2478965941597435) | > loss_gen: 2.750892162322998 (2.547339677810669) | > loss_kl: 1.9485870599746704 (2.2111966539831722) | > loss_feat: 7.43949031829834 (7.8038265003877525) | > loss_mel: 20.19191551208496 (19.167559343225815) | > loss_duration: 2.3682122230529785 (2.272644309436574) | > loss_1: 34.699100494384766 (34.00256673027487)  --> STEP: 18 | > loss_disc: 2.066185712814331 (2.2378015451961093) | > loss_disc_real_0: 0.038801513612270355 (0.06406724690977068) | > loss_disc_real_1: 0.25490549206733704 (0.2216021567583084) | > loss_disc_real_2: 0.1800726056098938 (0.23514233529567719) | > loss_disc_real_3: 0.21547579765319824 (0.2639106147819095) | > loss_disc_real_4: 0.16443343460559845 (0.2227631981174151) | > loss_disc_real_5: 0.16971756517887115 (0.22146844367186228) | > loss_0: 2.066185712814331 (2.2378015451961093) | > loss_gen: 2.634634017944336 (2.5521893633736505) | > loss_kl: 2.6541221141815186 (2.2358036239941916) | > loss_feat: 8.391068458557129 (7.836451053619385) | > loss_mel: 20.4029598236084 (19.23619270324707) | > loss_duration: 2.2406206130981445 (2.27086521519555) | > loss_1: 36.32340621948242 (34.13150225745307)  --> STEP: 19 | > loss_disc: 2.446995973587036 (2.248811778269316) | > loss_disc_real_0: 0.05948786437511444 (0.06382622677636773) | > loss_disc_real_1: 0.22914734482765198 (0.2219992719198528) | > loss_disc_real_2: 0.22872775793075562 (0.2348047259606813) | > loss_disc_real_3: 0.31764790415763855 (0.2667388931701058) | > loss_disc_real_4: 0.27257585525512695 (0.22538491691413678) | > loss_disc_real_5: 0.263927698135376 (0.2237031412752051) | > loss_0: 2.446995973587036 (2.248811778269316) | > loss_gen: 2.438401460647583 (2.546200526388068) | > loss_kl: 1.577325463294983 (2.201146878694233) | > loss_feat: 7.579575061798096 (7.822931264576159) | > loss_mel: 20.025463104248047 (19.277733250668174) | > loss_duration: 2.3102481365203857 (2.272938000528436) | > loss_1: 33.93101501464844 (34.120950297305455)  --> STEP: 20 | > loss_disc: 2.5809428691864014 (2.2654183328151705) | > loss_disc_real_0: 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| > loss_0: 2.063293933868408 (2.2676518451083787) | > loss_gen: 3.0579848289489746 (2.5701275955546987) | > loss_kl: 1.3797259330749512 (2.1794381358406762) | > loss_feat: 9.695476531982422 (7.813446088270708) | > loss_mel: 21.929277420043945 (19.369623357599433) | > loss_duration: 2.1460976600646973 (2.2634868188337847) | > loss_1: 38.208560943603516 (34.19612234288996)  --> STEP: 23 | > loss_disc: 2.484677791595459 (2.277087755825208) | > loss_disc_real_0: 0.061012811958789825 (0.06653118578960066) | > loss_disc_real_1: 0.27113741636276245 (0.22522698278012482) | > loss_disc_real_2: 0.2558768689632416 (0.238449536587881) | > loss_disc_real_3: 0.2578110694885254 (0.2699242726616237) | > loss_disc_real_4: 0.22229968011379242 (0.2348518941713416) | > loss_disc_real_5: 0.24809443950653076 (0.23195593901302503) | > loss_0: 2.484677791595459 (2.277087755825208) | > loss_gen: 2.364500045776367 (2.561187267303467) | > loss_kl: 2.4815282821655273 (2.1925724900287134) | > loss_feat: 6.4834675788879395 (7.755620935688848) | > loss_mel: 19.46484375 (19.373763374660328) | > loss_duration: 2.2631444931030273 (2.2634719351063604) | > loss_1: 33.0574836730957 (34.14661631376847)  --> STEP: 24 | > loss_disc: 2.5478978157043457 (2.288371508320172) | > loss_disc_real_0: 0.07655007392168045 (0.06694863946177064) | > loss_disc_real_1: 0.24661630392074585 (0.22611820449431738) | > loss_disc_real_2: 0.30105283856391907 (0.24105800750354925) | > loss_disc_real_3: 0.3321174383163452 (0.27251565456390375) | > loss_disc_real_4: 0.2905627191066742 (0.23717317854364714) | > loss_disc_real_5: 0.3472559154033661 (0.2367601046959559) | > loss_0: 2.5478978157043457 (2.288371508320172) | > loss_gen: 2.492769956588745 (2.558336546023687) | > loss_kl: 2.1968934535980225 (2.1927525301774344) | > loss_feat: 5.619317531585693 (7.666608293851216) | > loss_mel: 19.533597946166992 (19.380423148473106) | > loss_duration: 2.438314914703369 (2.2707570592562356) | > loss_1: 32.28089141845703 (34.06887777646383)  --> STEP: 25 | > loss_disc: 2.3818628787994385 (2.2921111631393427) | > loss_disc_real_0: 0.04698701202869415 (0.06615017436444758) | > loss_disc_real_1: 0.20451073348522186 (0.22525390565395356) | > loss_disc_real_2: 0.2634446620941162 (0.24195347368717193) | > loss_disc_real_3: 0.2676592171192169 (0.27232139706611624) | > loss_disc_real_4: 0.22835229337215424 (0.2368203431367874) | > loss_disc_real_5: 0.20242510735988617 (0.2353867048025131) | > loss_0: 2.3818628787994385 (2.2921111631393427) | > loss_gen: 2.331465482711792 (2.549261703491211) | > loss_kl: 2.225409984588623 (2.194058828353882) | > loss_feat: 6.994706153869629 (7.639732208251953) | > loss_mel: 17.785362243652344 (19.316620712280276) | > loss_duration: 2.331282138824463 (2.273178062438965) | > loss_1: 31.668224334716797 (33.97285163879395)  --> STEP: 26 | > loss_disc: 2.250779390335083 (2.2905214795699482) | > loss_disc_real_0: 0.03175865113735199 (0.06482742347109774) | > loss_disc_real_1: 0.15797626972198486 (0.22266630427195475) | > loss_disc_real_2: 0.21738587319850922 (0.2410085659760695) | > loss_disc_real_3: 0.30369243025779724 (0.2735279752657963) | > loss_disc_real_4: 0.18976789712905884 (0.2350106336749517) | > loss_disc_real_5: 0.2504150867462158 (0.23596471949265554) | > loss_0: 2.250779390335083 (2.2905214795699482) | > loss_gen: 2.4744317531585693 (2.546383628478417) | > loss_kl: 1.9338676929473877 (2.184051476992094) | > loss_feat: 13.98439884185791 (7.883757848006028) | > loss_mel: 19.366500854492188 (19.318539179288425) | > loss_duration: 2.248687267303467 (2.2722361087799072) | > loss_1: 40.00788497924805 (34.20496830573449) --> EVAL PERFORMANCE | > avg_loader_time: 0.002369394669165978 (-5.398346827580275e-05) | > avg_loss_disc: 2.2905214795699482 (-0.007575562367073019) | > avg_loss_disc_real_0: 0.06482742347109774 (-0.023014170690797864) | > avg_loss_disc_real_1: 0.22266630427195475 (-0.042054242239548595) | > avg_loss_disc_real_2: 0.2410085659760695 (-0.01232764927240515) | > avg_loss_disc_real_3: 0.2735279752657963 (-0.0015818854937187377) | > avg_loss_disc_real_4: 0.2350106336749517 (+0.011335017016300797) | > avg_loss_disc_real_5: 0.23596471949265554 (-0.01018753131994829) | > avg_loss_0: 2.2905214795699482 (-0.007575562367073019) | > avg_loss_gen: 2.546383628478417 (-0.17442420812753534) | > avg_loss_kl: 2.184051476992094 (-0.049318139369670444) | > avg_loss_feat: 7.883757848006028 (-0.15109403316791248) | > avg_loss_mel: 19.318539179288425 (-0.20434548304630695) | > avg_loss_duration: 2.2722361087799072 (+0.0024485863172092337) | > avg_loss_1: 34.20496830573449 (-0.5767332957341083)  > EPOCH: 173/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:31:39)   --> TIME: 2024-06-10 22:31:43 -- STEP: 9/330 -- GLOBAL_STEP: 145100 | > loss_disc: 2.252784013748169 (2.3018001980251737) | > loss_disc_real_0: 0.09440416842699051 (0.10616904083225462) | > loss_disc_real_1: 0.19605742394924164 (0.20108998815218607) | > loss_disc_real_2: 0.22141674160957336 (0.21000043054421744) | > loss_disc_real_3: 0.2383945882320404 (0.23400195936361948) | > loss_disc_real_4: 0.2232406735420227 (0.22508711450629765) | > loss_disc_real_5: 0.22814247012138367 (0.23178088499440086) | > loss_0: 2.252784013748169 (2.3018001980251737) | > grad_norm_0: tensor(34.8588, device='cuda:0') (tensor(17.1098, device='cuda:0')) | > loss_gen: 2.63083815574646 (2.548498604032728) | > loss_kl: 1.8291666507720947 (1.7551935116449993) | > loss_feat: 6.7916579246521 (6.87266370985243) | > loss_mel: 19.80837059020996 (19.581642786661785) | > loss_duration: 2.1694841384887695 (2.255996306737264) | > loss_1: 33.22951889038086 (33.013995276557075) | > grad_norm_1: tensor(175.4476, device='cuda:0') (tensor(144.8372, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3376 (0.3445875379774306) | > loader_time: 0.003 (0.003120210435655382)  --> TIME: 2024-06-10 22:31:52 -- STEP: 34/330 -- GLOBAL_STEP: 145125 | > loss_disc: 2.260812759399414 (2.2681746342602898) | > loss_disc_real_0: 0.0739368200302124 (0.10734592663014636) | > loss_disc_real_1: 0.20099495351314545 (0.20013543481335921) | > loss_disc_real_2: 0.18573738634586334 (0.21261470238952077) | > loss_disc_real_3: 0.23947077989578247 (0.22228344266905503) | > loss_disc_real_4: 0.2056877613067627 (0.2170670426943723) | > loss_disc_real_5: 0.20328152179718018 (0.21328453631962047) | > loss_0: 2.260812759399414 (2.2681746342602898) | > grad_norm_0: tensor(8.9177, device='cuda:0') (tensor(16.6135, device='cuda:0')) | > loss_gen: 2.636143445968628 (2.5881918528500725) | > loss_kl: 1.7030733823776245 (1.7101917687584371) | > loss_feat: 8.19333267211914 (7.262537605622235) | > loss_mel: 20.313556671142578 (19.47534594816321) | > loss_duration: 2.1109213829040527 (2.1211681681520798) | > loss_1: 34.957027435302734 (33.15743558547076) | > grad_norm_1: tensor(180.0101, device='cuda:0') (tensor(164.0355, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3386 (0.3443573853548836) | > loader_time: 0.0033 (0.003334501210381003)  --> TIME: 2024-06-10 22:32:00 -- STEP: 59/330 -- GLOBAL_STEP: 145150 | > loss_disc: 2.210758686065674 (2.279186030565682) | > loss_disc_real_0: 0.11002540588378906 (0.11175614974256289) | > loss_disc_real_1: 0.2262997180223465 (0.20014656398255945) | > loss_disc_real_2: 0.23549297451972961 (0.2139555983624216) | > loss_disc_real_3: 0.19905337691307068 (0.2241862949173329) | > loss_disc_real_4: 0.1939769834280014 (0.22049404377654447) | > loss_disc_real_5: 0.1845197081565857 (0.21420965078523604) | > loss_0: 2.210758686065674 (2.279186030565682) | > grad_norm_0: tensor(8.2072, device='cuda:0') (tensor(13.7400, device='cuda:0')) | > loss_gen: 2.625488042831421 (2.5782274351281638) | > loss_kl: 1.505172610282898 (1.6694483474149542) | > loss_feat: 7.9561448097229 (7.287400795241534) | > loss_mel: 19.13399887084961 (19.458093901812024) | > loss_duration: 2.002192974090576 (2.0903759366374897) | > loss_1: 33.22299575805664 (33.08354652534097) | > grad_norm_1: tensor(98.9947, device='cuda:0') (tensor(144.6375, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.34 (0.3460901228048033) | > loader_time: 0.004 (0.0033791105625993116)  --> TIME: 2024-06-10 22:32:09 -- STEP: 84/330 -- GLOBAL_STEP: 145175 | > loss_disc: 2.2320845127105713 (2.2753102552323115) | > loss_disc_real_0: 0.09361489862203598 (0.11147150783134359) | > loss_disc_real_1: 0.2111254334449768 (0.20051193184086255) | > loss_disc_real_2: 0.18232129514217377 (0.21422821123685157) | > loss_disc_real_3: 0.1770976334810257 (0.22185583519084112) | > loss_disc_real_4: 0.1917210817337036 (0.2173618289331595) | > loss_disc_real_5: 0.18077076971530914 (0.21135272263061433) | > loss_0: 2.2320845127105713 (2.2753102552323115) | > grad_norm_0: tensor(24.3335, device='cuda:0') (tensor(14.0664, device='cuda:0')) | > loss_gen: 2.595872402191162 (2.5898529092470812) | > loss_kl: 1.8674023151397705 (1.6763209090346383) | > loss_feat: 7.662897109985352 (7.4294449999218894) | > loss_mel: 19.30067253112793 (19.4410061382112) | > loss_duration: 2.1260621547698975 (2.077073944466454) | > loss_1: 33.55290603637695 (33.21369897751581) | > grad_norm_1: tensor(313.8622, device='cuda:0') (tensor(159.3810, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3584 (0.3468533016386486) | > loader_time: 0.0037 (0.0034435817173549105)  --> TIME: 2024-06-10 22:32:18 -- STEP: 109/330 -- GLOBAL_STEP: 145200 | > loss_disc: 2.31073260307312 (2.277700977587918) | > loss_disc_real_0: 0.07448936998844147 (0.11232197438494874) | > loss_disc_real_1: 0.17726895213127136 (0.2004956418494566) | > loss_disc_real_2: 0.21166230738162994 (0.21439368393989877) | > loss_disc_real_3: 0.23248542845249176 (0.22247931456893955) | > loss_disc_real_4: 0.2533192038536072 (0.21688447113430828) | > loss_disc_real_5: 0.219917431473732 (0.21082558011243102) | > loss_0: 2.31073260307312 (2.277700977587918) | > grad_norm_0: tensor(8.6864, device='cuda:0') (tensor(14.0040, device='cuda:0')) | > loss_gen: 2.5499343872070312 (2.5854291303442167) | > loss_kl: 1.8635004758834839 (1.6840058072991329) | > loss_feat: 7.130860805511475 (7.40106656135769) | > loss_mel: 19.589330673217773 (19.405117787352385) | > loss_duration: 1.9892282485961914 (2.072559810559684) | > loss_1: 33.12285232543945 (33.14817911550537) | > grad_norm_1: tensor(357.0228, device='cuda:0') (tensor(170.2200, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3652 (0.34903964208900384) | > loader_time: 0.0038 (0.003502134883075679)  --> TIME: 2024-06-10 22:32:28 -- STEP: 134/330 -- GLOBAL_STEP: 145225 | > loss_disc: 2.3488428592681885 (2.2810207658739223) | > loss_disc_real_0: 0.14781446754932404 (0.11385252879960324) | > loss_disc_real_1: 0.1949777454137802 (0.20027641696271611) | > loss_disc_real_2: 0.19516555964946747 (0.21437956136998845) | > loss_disc_real_3: 0.21904458105564117 (0.2214273016399412) | > loss_disc_real_4: 0.22120489180088043 (0.21674748365558796) | > loss_disc_real_5: 0.19503089785575867 (0.2111359181911198) | > loss_0: 2.3488428592681885 (2.2810207658739223) | > grad_norm_0: tensor(31.1535, device='cuda:0') (tensor(15.1161, device='cuda:0')) | > loss_gen: 2.622166633605957 (2.5900957210740057) | > loss_kl: 1.821313500404358 (1.6917748922732339) | > loss_feat: 7.937886714935303 (7.416204626880475) | > loss_mel: 19.070688247680664 (19.376269824469258) | > loss_duration: 2.073441982269287 (2.073430638704726) | > loss_1: 33.52549362182617 (33.14777566425834) | > grad_norm_1: tensor(266.0898, device='cuda:0') (tensor(179.7795, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3663 (0.3511148922478975) | > loader_time: 0.0041 (0.0036199128449852787)  --> TIME: 2024-06-10 22:32:37 -- STEP: 159/330 -- GLOBAL_STEP: 145250 | > loss_disc: 2.2630324363708496 (2.28514987267788) | > loss_disc_real_0: 0.09175802767276764 (0.11330369323398332) | > loss_disc_real_1: 0.21598504483699799 (0.2008676894430844) | > loss_disc_real_2: 0.22278252243995667 (0.21527675656402637) | > loss_disc_real_3: 0.21175946295261383 (0.2227107195546792) | > loss_disc_real_4: 0.23125460743904114 (0.21687880036590984) | > loss_disc_real_5: 0.1878214329481125 (0.21103781770985072) | > loss_0: 2.2630324363708496 (2.28514987267788) | > grad_norm_0: tensor(7.9733, device='cuda:0') (tensor(16.3046, device='cuda:0')) | > loss_gen: 2.7534494400024414 (2.5982400681237765) | > loss_kl: 1.6048663854599 (1.7014622913216644) | > loss_feat: 7.60810661315918 (7.442505974439705) | > loss_mel: 18.82586669921875 (19.42132558762652) | > loss_duration: 2.062252998352051 (2.073871983672088) | > loss_1: 32.85454177856445 (33.23740596891198) | > grad_norm_1: tensor(223.5310, device='cuda:0') (tensor(196.7109, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3694 (0.35419857127111665) | > loader_time: 0.0045 (0.0037461856626114756)  --> TIME: 2024-06-10 22:32:47 -- STEP: 184/330 -- GLOBAL_STEP: 145275 | > loss_disc: 2.257132053375244 (2.2814525119636366) | > loss_disc_real_0: 0.0548362173140049 (0.11239030957221985) | > loss_disc_real_1: 0.17080157995224 (0.20062021012215506) | > loss_disc_real_2: 0.1997300237417221 (0.21603208529236523) | > loss_disc_real_3: 0.221720889210701 (0.22280574274127898) | > loss_disc_real_4: 0.22711502015590668 (0.21677749425820683) | > loss_disc_real_5: 0.20943692326545715 (0.21029013622066242) | > loss_0: 2.257132053375244 (2.2814525119636366) | > grad_norm_0: tensor(25.0092, device='cuda:0') (tensor(18.2961, device='cuda:0')) | > loss_gen: 2.5828170776367188 (2.6121102390082003) | > loss_kl: 1.5961709022521973 (1.6980449648007103) | > loss_feat: 8.801410675048828 (7.481571057568425) | > loss_mel: 19.522525787353516 (19.400411367416385) | > loss_duration: 2.0935206413269043 (2.078354157183479) | > loss_1: 34.59644317626953 (33.27049179699109) | > grad_norm_1: tensor(401.2371, device='cuda:0') (tensor(211.8001, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3757 (0.3575382867585058) | > loader_time: 0.0048 (0.00387227405672488)  --> TIME: 2024-06-10 22:32:57 -- STEP: 209/330 -- GLOBAL_STEP: 145300 | > loss_disc: 2.0693142414093018 (2.2706206255552295) | > loss_disc_real_0: 0.12081810086965561 (0.11342108279965711) | > loss_disc_real_1: 0.21973618865013123 (0.20071512852844436) | > loss_disc_real_2: 0.19880564510822296 (0.21538937020529972) | > loss_disc_real_3: 0.21687878668308258 (0.22069596652494092) | > loss_disc_real_4: 0.19678807258605957 (0.2147218804610403) | > loss_disc_real_5: 0.20085757970809937 (0.2087422077450455) | > loss_0: 2.0693142414093018 (2.2706206255552295) | > grad_norm_0: tensor(58.7313, device='cuda:0') (tensor(20.8834, device='cuda:0')) | > loss_gen: 2.7593064308166504 (2.625970215318307) | > loss_kl: 1.7287752628326416 (1.6987285283193634) | > loss_feat: 8.094490051269531 (7.532083308297481) | > loss_mel: 19.18141746520996 (19.36890521802401) | > loss_duration: 2.134192943572998 (2.0842933341076484) | > loss_1: 33.8981819152832 (33.309980611481734) | > grad_norm_1: tensor(586.8483, device='cuda:0') (tensor(225.3858, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.3825 (0.3607852207986932) | > loader_time: 0.0052 (0.0040374840275522635)  --> TIME: 2024-06-10 22:33:07 -- STEP: 234/330 -- GLOBAL_STEP: 145325 | > loss_disc: 2.2842302322387695 (2.2699146647738586) | > loss_disc_real_0: 0.1119971051812172 (0.11274044898649056) | > loss_disc_real_1: 0.21197915077209473 (0.20037445731652084) | > loss_disc_real_2: 0.21329863369464874 (0.21505101235249105) | > loss_disc_real_3: 0.23568421602249146 (0.22116849011080897) | > loss_disc_real_4: 0.21555347740650177 (0.21495061698887083) | > loss_disc_real_5: 0.20791438221931458 (0.2088359623637973) | > loss_0: 2.2842302322387695 (2.2699146647738586) | > grad_norm_0: tensor(31.9673, device='cuda:0') (tensor(22.4855, device='cuda:0')) | > loss_gen: 2.6548004150390625 (2.628459178484404) | > loss_kl: 1.7405321598052979 (1.6959063711329403) | > loss_feat: 6.768939971923828 (7.5369041292076435) | > loss_mel: 17.740367889404297 (19.321069489177482) | > loss_duration: 2.162269353866577 (2.0915063940561724) | > loss_1: 31.066909790039062 (33.27384552588829) | > grad_norm_1: tensor(401.2287, device='cuda:0') (tensor(242.5984, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.4153 (0.36659570636912286) | > loader_time: 0.0052 (0.004171129984733384)  --> TIME: 2024-06-10 22:33:18 -- STEP: 259/330 -- GLOBAL_STEP: 145350 | > loss_disc: 2.2551605701446533 (2.268422252883321) | > loss_disc_real_0: 0.11566389352083206 (0.11369959513825799) | > loss_disc_real_1: 0.17198939621448517 (0.20036806114391928) | > loss_disc_real_2: 0.20897120237350464 (0.2150332386889513) | > loss_disc_real_3: 0.22342056035995483 (0.2207378001746984) | > loss_disc_real_4: 0.22617068886756897 (0.2147481944340076) | > loss_disc_real_5: 0.2060527354478836 (0.2081775722241309) | > loss_0: 2.2551605701446533 (2.268422252883321) | > grad_norm_0: tensor(15.9662, device='cuda:0') (tensor(22.6133, device='cuda:0')) | > loss_gen: 2.4906258583068848 (2.628101393983172) | > loss_kl: 1.7456176280975342 (1.6992681196757726) | > loss_feat: 8.112963676452637 (7.5583512424041865) | > loss_mel: 20.042985916137695 (19.304581933039962) | > loss_duration: 2.177715539932251 (2.0980543984409463) | > loss_1: 34.569908142089844 (33.28835709766993) | > grad_norm_1: tensor(345.3227, device='cuda:0') (tensor(254.0452, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.4412 (0.372404297346314) | > loader_time: 0.0062 (0.004313679735632936)  --> TIME: 2024-06-10 22:33:30 -- STEP: 284/330 -- GLOBAL_STEP: 145375 | > loss_disc: 2.3466596603393555 (2.2711155112360557) | > loss_disc_real_0: 0.13316965103149414 (0.11447504297895751) | > loss_disc_real_1: 0.21370181441307068 (0.20060234989078946) | > loss_disc_real_2: 0.23808518052101135 (0.21549180979040308) | > loss_disc_real_3: 0.24178366363048553 (0.22057889029383657) | > loss_disc_real_4: 0.22322259843349457 (0.21487882785813908) | > loss_disc_real_5: 0.20227359235286713 (0.20806601103132874) | > loss_0: 2.3466596603393555 (2.2711155112360557) | > grad_norm_0: tensor(37.4645, device='cuda:0') (tensor(23.4717, device='cuda:0')) | > loss_gen: 2.626840591430664 (2.626191418775372) | > loss_kl: 1.6961581707000732 (1.702463470714193) | > loss_feat: 7.446767807006836 (7.56994577864526) | > loss_mel: 19.288297653198242 (19.285048840751113) | > loss_duration: 2.1933209896087646 (2.106150231311019) | > loss_1: 33.25138473510742 (33.2897997708388) | > grad_norm_1: tensor(397.6023, device='cuda:0') (tensor(264.9783, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.46 (0.3796484562712656) | > loader_time: 0.0066 (0.004490924553132391)  --> TIME: 2024-06-10 22:33:42 -- STEP: 309/330 -- GLOBAL_STEP: 145400 | > loss_disc: 2.334756374359131 (2.2708530510899307) | > loss_disc_real_0: 0.05446682125329971 (0.11501238094853737) | > loss_disc_real_1: 0.24156132340431213 (0.20142086486793248) | > loss_disc_real_2: 0.2687670588493347 (0.2154039140175847) | > loss_disc_real_3: 0.2271956503391266 (0.22019682983750274) | > loss_disc_real_4: 0.17603877186775208 (0.2147120452910951) | > loss_disc_real_5: 0.20117655396461487 (0.20808059203779036) | > loss_0: 2.334756374359131 (2.2708530510899307) | > grad_norm_0: tensor(55.3022, device='cuda:0') (tensor(25.1059, device='cuda:0')) | > loss_gen: 2.6403913497924805 (2.6279642589655525) | > loss_kl: 1.8165267705917358 (1.7102034037938785) | > loss_feat: 7.426740646362305 (7.595967393091196) | > loss_mel: 18.445329666137695 (19.245881768877847) | > loss_duration: 2.273703098297119 (2.116512357609943) | > loss_1: 32.602691650390625 (33.29652918966845) | > grad_norm_1: tensor(531.7957, device='cuda:0') (tensor(277.3691, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.5093 (0.38871025576174834) | > loader_time: 0.0074 (0.004708599504143673)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8461928367614746 (2.8461928367614746) | > loss_disc_real_0: 0.15451309084892273 (0.15451309084892273) | > loss_disc_real_1: 0.3037413954734802 (0.3037413954734802) | > loss_disc_real_2: 0.2745952606201172 (0.2745952606201172) | > loss_disc_real_3: 0.31824734807014465 (0.31824734807014465) | > loss_disc_real_4: 0.34202730655670166 (0.34202730655670166) | > loss_disc_real_5: 0.306807279586792 (0.306807279586792) | > loss_0: 2.8461928367614746 (2.8461928367614746) | > loss_gen: 2.324359893798828 (2.324359893798828) | > loss_kl: 1.6632744073867798 (1.6632744073867798) | > loss_feat: 4.520069122314453 (4.520069122314453) | > loss_mel: 17.389259338378906 (17.389259338378906) | > loss_duration: 2.88673734664917 (2.88673734664917) | > loss_1: 28.783700942993164 (28.783700942993164)  --> STEP: 1 | > loss_disc: 2.3071813583374023 (2.3071813583374023) | > loss_disc_real_0: 0.08972115814685822 (0.08972115814685822) | > loss_disc_real_1: 0.1926765739917755 (0.1926765739917755) | > loss_disc_real_2: 0.26128020882606506 (0.26128020882606506) | > loss_disc_real_3: 0.24284151196479797 (0.24284151196479797) | > loss_disc_real_4: 0.20239317417144775 (0.20239317417144775) | > loss_disc_real_5: 0.2669617831707001 (0.2669617831707001) | > loss_0: 2.3071813583374023 (2.3071813583374023) | > loss_gen: 2.4172635078430176 (2.4172635078430176) | > loss_kl: 1.949911117553711 (1.949911117553711) | > loss_feat: 5.391054153442383 (5.391054153442383) | > loss_mel: 19.354469299316406 (19.354469299316406) | > loss_duration: 2.3375213146209717 (2.3375213146209717) | > loss_1: 31.450218200683594 (31.450218200683594)  --> STEP: 2 | > loss_disc: 2.3648056983947754 (2.335993528366089) | > loss_disc_real_0: 0.12633153796195984 (0.10802634805440903) | > loss_disc_real_1: 0.17325735092163086 (0.18296696245670319) | > loss_disc_real_2: 0.27048933506011963 (0.26588477194309235) | > loss_disc_real_3: 0.370735764503479 (0.3067886382341385) | > loss_disc_real_4: 0.34118348360061646 (0.2717883288860321) | > loss_disc_real_5: 0.32027468085289 (0.29361823201179504) | > loss_0: 2.3648056983947754 (2.335993528366089) | > loss_gen: 3.06339430809021 (2.7403289079666138) | > loss_kl: 2.828934907913208 (2.3894230127334595) | > loss_feat: 6.506483554840088 (5.948768854141235) | > loss_mel: 20.168569564819336 (19.76151943206787) | > loss_duration: 2.3206934928894043 (2.329107403755188) | > loss_1: 34.88807678222656 (33.16914749145508)  --> STEP: 3 | > loss_disc: 2.150602340698242 (2.27419646581014) | > loss_disc_real_0: 0.08418125659227371 (0.10007798423369725) | > loss_disc_real_1: 0.14883512258529663 (0.17158968249956766) | > loss_disc_real_2: 0.20708772540092468 (0.24628575642903647) | > loss_disc_real_3: 0.31702330708503723 (0.3102001945177714) | > loss_disc_real_4: 0.24901710450649261 (0.2641979207595189) | > loss_disc_real_5: 0.17739298939704895 (0.2548764844735463) | > loss_0: 2.150602340698242 (2.27419646581014) | > loss_gen: 2.607257604598999 (2.6959718068440757) | > loss_kl: 2.5824596881866455 (2.453768571217855) | > loss_feat: 7.70631742477417 (6.534618377685547) | > loss_mel: 18.32547378540039 (19.28283754984538) | > loss_duration: 2.159259080886841 (2.2724912961324057) | > loss_1: 33.380767822265625 (33.23968760172526)  --> STEP: 4 | > loss_disc: 2.277228593826294 (2.2749544978141785) | > loss_disc_real_0: 0.09037026762962341 (0.0976510550826788) | > loss_disc_real_1: 0.17919789254665375 (0.1734917350113392) | > loss_disc_real_2: 0.258774071931839 (0.2494078353047371) | > loss_disc_real_3: 0.29390668869018555 (0.30612681806087494) | > loss_disc_real_4: 0.23360255360603333 (0.25654907897114754) | > loss_disc_real_5: 0.2241768091917038 (0.2472015656530857) | > loss_0: 2.277228593826294 (2.2749544978141785) | > loss_gen: 2.631899356842041 (2.679953694343567) | > loss_kl: 2.1191606521606445 (2.3701165914535522) | > loss_feat: 7.61012077331543 (6.803493976593018) | > loss_mel: 18.706571578979492 (19.138771057128906) | > loss_duration: 2.2248597145080566 (2.2605834007263184) | > loss_1: 33.29261016845703 (33.2529182434082)  --> STEP: 5 | > loss_disc: 2.0865511894226074 (2.237273836135864) | > loss_disc_real_0: 0.11312852054834366 (0.10074654817581177) | > loss_disc_real_1: 0.22059130668640137 (0.18291164934635162) | > loss_disc_real_2: 0.24397408962249756 (0.24832108616828918) | > loss_disc_real_3: 0.17265015840530396 (0.27943148612976076) | > loss_disc_real_4: 0.22233456373214722 (0.24970617592334748) | > loss_disc_real_5: 0.16628709435462952 (0.23101867139339446) | > loss_0: 2.0865511894226074 (2.237273836135864) | > loss_gen: 2.794717311859131 (2.7029064178466795) | > loss_kl: 2.1396994590759277 (2.3240331649780273) | > loss_feat: 7.46047830581665 (6.934890842437744) | > loss_mel: 19.517919540405273 (19.21460075378418) | > loss_duration: 2.3720316886901855 (2.2828730583190917) | > loss_1: 34.284847259521484 (33.45930404663086)  --> STEP: 6 | > loss_disc: 2.135228157043457 (2.2202662229537964) | > loss_disc_real_0: 0.08488816022872925 (0.09810348351796468) | > loss_disc_real_1: 0.1326712816953659 (0.174538254737854) | > loss_disc_real_2: 0.2076786458492279 (0.2415473461151123) | > loss_disc_real_3: 0.35975944995880127 (0.2928194801012675) | > loss_disc_real_4: 0.2755080461502075 (0.25400648762782413) | > loss_disc_real_5: 0.21599453687667847 (0.2285146489739418) | > loss_0: 2.135228157043457 (2.2202662229537964) | > loss_gen: 2.9048380851745605 (2.7365616957346597) | > loss_kl: 2.0101325511932373 (2.2717163960138955) | > loss_feat: 6.364130973815918 (6.8397641976674395) | > loss_mel: 19.569883346557617 (19.273814519246418) | > loss_duration: 2.1265480518341064 (2.2568188905715942) | > loss_1: 32.97553253173828 (33.37867546081543)  --> STEP: 7 | > loss_disc: 2.128380537033081 (2.207139696393694) | > loss_disc_real_0: 0.054599933326244354 (0.0918886906334332) | > loss_disc_real_1: 0.21494035422801971 (0.18030998323644912) | > loss_disc_real_2: 0.20450180768966675 (0.23625512634004867) | > loss_disc_real_3: 0.2311280518770218 (0.28400641892637524) | > loss_disc_real_4: 0.20553754270076752 (0.24708235263824463) | > loss_disc_real_5: 0.15568822622299194 (0.21811087429523468) | > loss_0: 2.128380537033081 (2.207139696393694) | > loss_gen: 2.6436383724212646 (2.7232869352613176) | > loss_kl: 3.052978754043579 (2.3833253043038503) | > loss_feat: 7.696939945220947 (6.96221787588937) | > loss_mel: 20.091415405273438 (19.390614645821707) | > loss_duration: 2.501267671585083 (2.2917401450020924) | > loss_1: 35.98624038696289 (33.75118473597935)  --> STEP: 8 | > loss_disc: 1.917413592338562 (2.1709239333868027) | > loss_disc_real_0: 0.05027735233306885 (0.08668727334588766) | > loss_disc_real_1: 0.1593022495508194 (0.1776840165257454) | > loss_disc_real_2: 0.1614585816860199 (0.22690555825829506) | > loss_disc_real_3: 0.16466467082500458 (0.2690887004137039) | > loss_disc_real_4: 0.14514049887657166 (0.2343396209180355) | > loss_disc_real_5: 0.12427586317062378 (0.20638149790465832) | > loss_0: 1.917413592338562 (2.1709239333868027) | > loss_gen: 2.476954460144043 (2.6924953758716583) | > loss_kl: 2.8815839290618896 (2.4456076323986053) | > loss_feat: 10.020691871643066 (7.3445271253585815) | > loss_mel: 22.043346405029297 (19.722206115722656) | > loss_duration: 2.1523661613464355 (2.2743183970451355) | > loss_1: 39.57494354248047 (34.47915458679199)  --> STEP: 9 | > loss_disc: 2.175422191619873 (2.171423739857144) | > loss_disc_real_0: 0.14561223983764648 (0.09323449184497197) | > loss_disc_real_1: 0.15550026297569275 (0.17521915502018398) | > loss_disc_real_2: 0.276707261800766 (0.23243908087412515) | > loss_disc_real_3: 0.28385400772094727 (0.27072929011450875) | > loss_disc_real_4: 0.25392383337020874 (0.23651564452383253) | > loss_disc_real_5: 0.15224701166152954 (0.2003665549887551) | > loss_0: 2.175422191619873 (2.171423739857144) | > loss_gen: 2.8563575744628906 (2.7107022868262396) | > loss_kl: 2.5138046741485596 (2.4531850814819336) | > loss_feat: 10.277722358703613 (7.670437706841363) | > loss_mel: 19.935914993286133 (19.74595154656304) | > loss_duration: 2.077180862426758 (2.2524142265319824) | > loss_1: 37.660980224609375 (34.8326907687717)  --> STEP: 10 | > loss_disc: 2.5670413970947266 (2.210985505580902) | > loss_disc_real_0: 0.22698161005973816 (0.10660920366644859) | > loss_disc_real_1: 0.24391934275627136 (0.18208917379379272) | > loss_disc_real_2: 0.27677154541015625 (0.23687232732772828) | > loss_disc_real_3: 0.2848301827907562 (0.2721393793821335) | > loss_disc_real_4: 0.2388170063495636 (0.23674578070640565) | > loss_disc_real_5: 0.27079927921295166 (0.20740982741117478) | > loss_0: 2.5670413970947266 (2.210985505580902) | > loss_gen: 2.4133028984069824 (2.680962347984314) | > loss_kl: 1.9024653434753418 (2.3981131076812745) | > loss_feat: 4.821609020233154 (7.385554838180542) | > loss_mel: 15.304845809936523 (19.30184097290039) | > loss_duration: 2.305943012237549 (2.257767105102539) | > loss_1: 26.748165130615234 (34.024238204956056)  --> STEP: 11 | > loss_disc: 2.3133912086486816 (2.2202951149507) | > loss_disc_real_0: 0.11454080045223236 (0.10733025791970166) | > loss_disc_real_1: 0.15159061551094055 (0.1793165775862607) | > loss_disc_real_2: 0.26923662424087524 (0.23981453613801437) | > loss_disc_real_3: 0.29210716485977173 (0.27395463260737335) | > loss_disc_real_4: 0.23303823173046112 (0.2364087307995016) | > loss_disc_real_5: 0.20236380398273468 (0.20695109800858932) | > loss_0: 2.3133912086486816 (2.2202951149507) | > loss_gen: 2.6096746921539307 (2.674481651999734) | > loss_kl: 2.3564844131469727 (2.3943286809054287) | > loss_feat: 7.300534725189209 (7.377825736999512) | > loss_mel: 18.567913055419922 (19.235120253129438) | > loss_duration: 2.4047088623046875 (2.2711254466663706) | > loss_1: 33.239315032958984 (33.95288155295632)  --> STEP: 12 | > loss_disc: 2.404204845428467 (2.2356209258238473) | > loss_disc_real_0: 0.17452079057693481 (0.11292946897447109) | > loss_disc_real_1: 0.27442798018455505 (0.18724252780278525) | > loss_disc_real_2: 0.20323869585990906 (0.23676654944817224) | > loss_disc_real_3: 0.28256461024284363 (0.27467213074366253) | > loss_disc_real_4: 0.299245685338974 (0.24164514367779097) | > loss_disc_real_5: 0.2644696533679962 (0.21174431095520654) | > loss_0: 2.404204845428467 (2.2356209258238473) | > loss_gen: 2.739943742752075 (2.6799368262290955) | > loss_kl: 2.3447072505950928 (2.3901935617129006) | > loss_feat: 5.9438323974609375 (7.258326292037964) | > loss_mel: 19.13860511779785 (19.22707732518514) | > loss_duration: 2.2097325325012207 (2.2660093704859414) | > loss_1: 32.37682342529297 (33.82154337565104)  --> STEP: 13 | > loss_disc: 2.447667360305786 (2.2519321900147657) | > loss_disc_real_0: 0.2071903795003891 (0.12018030824569556) | > loss_disc_real_1: 0.15942269563674927 (0.18510254071309015) | > loss_disc_real_2: 0.27786821126937866 (0.2399282157421112) | > loss_disc_real_3: 0.335234671831131 (0.2793307877503909) | > loss_disc_real_4: 0.3067847490310669 (0.24665588255111986) | > loss_disc_real_5: 0.3030887246131897 (0.21877080431351295) | > loss_0: 2.447667360305786 (2.2519321900147657) | > loss_gen: 2.8111841678619385 (2.690032775585468) | > loss_kl: 1.8061277866363525 (2.345265425168551) | > loss_feat: 5.6805925369262695 (7.136962157029372) | > loss_mel: 17.830509185791016 (19.119649006770207) | > loss_duration: 2.1492018699645996 (2.257024178138146) | > loss_1: 30.277616500854492 (33.54893361605131)  --> STEP: 14 | > loss_disc: 2.317209243774414 (2.2565948367118835) | > loss_disc_real_0: 0.12263624370098114 (0.12035573220678739) | > loss_disc_real_1: 0.15098430216312408 (0.18266552367380687) | > loss_disc_real_2: 0.23878681659698486 (0.23984668723174504) | > loss_disc_real_3: 0.2208421677350998 (0.2751530291778701) | > loss_disc_real_4: 0.2097540944814682 (0.24402004054614476) | > loss_disc_real_5: 0.18820258975028992 (0.21658736041613988) | > loss_0: 2.317209243774414 (2.2565948367118835) | > loss_gen: 2.2330424785614014 (2.6573906115123203) | > loss_kl: 2.7369563579559326 (2.373243348939078) | > loss_feat: 5.358216285705566 (7.009908880506243) | > loss_mel: 21.07642364501953 (19.259418623788015) | > loss_duration: 2.329108238220215 (2.2621730395725796) | > loss_1: 33.73374557495117 (33.56213447025844)  --> STEP: 15 | > loss_disc: 2.1256134510040283 (2.2478627443313597) | > loss_disc_real_0: 0.10666674375534058 (0.11944313297669093) | > loss_disc_real_1: 0.16176016628742218 (0.18127183318138124) | > loss_disc_real_2: 0.3267154395580292 (0.24563793738683065) | > loss_disc_real_3: 0.21560902893543243 (0.27118342916170757) | > loss_disc_real_4: 0.1542346477508545 (0.2380343476931254) | > loss_disc_real_5: 0.21782755851745605 (0.21667004028956097) | > loss_0: 2.1256134510040283 (2.2478627443313597) | > loss_gen: 2.706672191619873 (2.660676050186157) | > loss_kl: 2.745852470397949 (2.398083957036336) | > loss_feat: 8.875810623168945 (7.13430233001709) | > loss_mel: 19.628591537475586 (19.284030151367187) | > loss_duration: 2.3074498176574707 (2.2651914914449054) | > loss_1: 36.26437759399414 (33.74228401184082)  --> STEP: 16 | > loss_disc: 2.2584800720214844 (2.2485263273119926) | > loss_disc_real_0: 0.08889318257570267 (0.11753376107662916) | > loss_disc_real_1: 0.19459159672260284 (0.18210431840270758) | > loss_disc_real_2: 0.23631204664707184 (0.24505506921559572) | > loss_disc_real_3: 0.18471872806549072 (0.265779385343194) | > loss_disc_real_4: 0.17352041602134705 (0.23400222696363926) | > loss_disc_real_5: 0.1451113075017929 (0.21219761949032545) | > loss_0: 2.2584800720214844 (2.2485263273119926) | > loss_gen: 2.2671406269073486 (2.6360800862312317) | > loss_kl: 2.2721097469329834 (2.3902105689048767) | > loss_feat: 8.077400207519531 (7.193245947360992) | > loss_mel: 17.352190017700195 (19.163290143013) | > loss_duration: 2.3027288913726807 (2.2675375789403915) | > loss_1: 32.27157211303711 (33.65036451816559)  --> STEP: 17 | > loss_disc: 2.3128459453582764 (2.252309834255892) | > loss_disc_real_0: 0.1098630279302597 (0.1170825414797839) | > loss_disc_real_1: 0.20027758181095123 (0.18317333389731014) | > loss_disc_real_2: 0.3004135489463806 (0.24831145037623012) | > loss_disc_real_3: 0.3138863742351532 (0.2686092082191916) | > loss_disc_real_4: 0.24589292705059052 (0.23470167990993052) | > loss_disc_real_5: 0.26900535821914673 (0.2155392511802561) | > loss_0: 2.3128459453582764 (2.252309834255892) | > loss_gen: 2.736856460571289 (2.642008108251235) | > loss_kl: 2.0191597938537598 (2.3683840527253994) | > loss_feat: 7.641935348510742 (7.2196394415462715) | > loss_mel: 18.129810333251953 (19.102497213027057) | > loss_duration: 2.3578686714172363 (2.2728511726155) | > loss_1: 32.8856315612793 (33.60538022658404)  --> STEP: 18 | > loss_disc: 2.0599024295806885 (2.241620533996158) | > loss_disc_real_0: 0.08804409205913544 (0.11546929428974788) | > loss_disc_real_1: 0.12889258563518524 (0.18015773677163655) | > loss_disc_real_2: 0.24875006079673767 (0.2483358176218139) | > loss_disc_real_3: 0.17794547975063324 (0.2635723344153828) | > loss_disc_real_4: 0.14449864625930786 (0.2296904002626737) | > loss_disc_real_5: 0.22392767667770386 (0.21600527481900322) | > loss_0: 2.0599024295806885 (2.241620533996158) | > loss_gen: 2.7183585166931152 (2.6462497976091175) | > loss_kl: 2.6821136474609375 (2.3858134746551514) | > loss_feat: 9.819747924804688 (7.364089912838406) | > loss_mel: 20.58622169494629 (19.184926350911457) | > loss_duration: 2.2322874069213867 (2.270597630076938) | > loss_1: 38.038726806640625 (33.85167725880941)  --> STEP: 19 | > loss_disc: 2.653442144393921 (2.2632953555960404) | > loss_disc_real_0: 0.15560317039489746 (0.11758160355843995) | > loss_disc_real_1: 0.2405852973461151 (0.1833381346966091) | > loss_disc_real_2: 0.2630527913570404 (0.2491103951868258) | > loss_disc_real_3: 0.3629957437515259 (0.26880514543307454) | > loss_disc_real_4: 0.31961482763290405 (0.23442326486110687) | > loss_disc_real_5: 0.30024072527885437 (0.22043871958004801) | > loss_0: 2.653442144393921 (2.2632953555960404) | > loss_gen: 2.518364429473877 (2.639518988759894) | > loss_kl: 1.6440473794937134 (2.346773153857181) | > loss_feat: 4.777190685272217 (7.22793732191387) | > loss_mel: 17.422163009643555 (19.09214933294999) | > loss_duration: 2.266847610473633 (2.2704002606241325) | > loss_1: 28.628612518310547 (33.57677911457262)  --> STEP: 20 | > loss_disc: 1.9615719318389893 (2.248209184408188) | > loss_disc_real_0: 0.06570658832788467 (0.11498785279691219) | > loss_disc_real_1: 0.1324472278356552 (0.1807935893535614) | > loss_disc_real_2: 0.1735997200012207 (0.24533486142754554) | > loss_disc_real_3: 0.22046199440956116 (0.2663879878818989) | > loss_disc_real_4: 0.2229912132024765 (0.23385166227817536) | > loss_disc_real_5: 0.2361585646867752 (0.22122471183538436) | > loss_0: 1.9615719318389893 (2.248209184408188) | > loss_gen: 2.871999502182007 (2.6511430144309998) | > loss_kl: 2.118271827697754 (2.3353480875492094) | > loss_feat: 9.74334716796875 (7.353707814216614) | > loss_mel: 20.75379180908203 (19.175231456756592) | > loss_duration: 2.305405855178833 (2.2721505403518676) | > loss_1: 37.79281234741211 (33.7875807762146)  --> STEP: 21 | > loss_disc: 2.7493202686309814 (2.2720716169902255) | > loss_disc_real_0: 0.14900636672973633 (0.11660778203180858) | > loss_disc_real_1: 0.29286661744117737 (0.18613040021487645) | > loss_disc_real_2: 0.32330024242401123 (0.24904749861785344) | > loss_disc_real_3: 0.3422507345676422 (0.27000049962883904) | > loss_disc_real_4: 0.3028496503829956 (0.23713728075935728) | > loss_disc_real_5: 0.24269559979438782 (0.22224713507152738) | > loss_0: 2.7493202686309814 (2.2720716169902255) | > loss_gen: 2.3364577293395996 (2.636158000855219) | > loss_kl: 2.0246076583862305 (2.3205509242557345) | > loss_feat: 4.615696430206299 (7.223326319739932) | > loss_mel: 14.786062240600586 (18.966223398844402) | > loss_duration: 2.1827406883239746 (2.2678929283505393) | > loss_1: 25.945566177368164 (33.41415150960287)  --> STEP: 22 | > loss_disc: 2.393617868423462 (2.2775964466008274) | > loss_disc_real_0: 0.11155717819929123 (0.11637820913033052) | > loss_disc_real_1: 0.22927148640155792 (0.1880913586779074) | > loss_disc_real_2: 0.2450384646654129 (0.2488652698018334) | > loss_disc_real_3: 0.28598907589912415 (0.2707272530956702) | > loss_disc_real_4: 0.2596190869808197 (0.23815918104215103) | > loss_disc_real_5: 0.1785053312778473 (0.22025887126272375) | > loss_0: 2.393617868423462 (2.2775964466008274) | > loss_gen: 2.7458319664001465 (2.641143181107261) | > loss_kl: 1.9748814105987549 (2.3048386736349626) | > loss_feat: 7.975750923156738 (7.25752743807706) | > loss_mel: 20.31063461303711 (19.027332999489524) | > loss_duration: 2.1562228202819824 (2.2628170143474233) | > loss_1: 35.16332244873047 (33.49365927956321)  --> STEP: 23 | > loss_disc: 2.4243977069854736 (2.283979110095812) | > loss_disc_real_0: 0.13163045048713684 (0.11704135005888731) | > loss_disc_real_1: 0.1815718412399292 (0.18780790139799533) | > loss_disc_real_2: 0.3212248682975769 (0.2520113393016484) | > loss_disc_real_3: 0.32305288314819336 (0.2730022804892581) | > loss_disc_real_4: 0.258537232875824 (0.23904518329578897) | > loss_disc_real_5: 0.21686983108520508 (0.22011152168978815) | > loss_0: 2.4243977069854736 (2.283979110095812) | > loss_gen: 2.5133793354034424 (2.6355882312940517) | > loss_kl: 2.060760974884033 (2.2942265997762266) | > loss_feat: 5.533967018127441 (7.182590028514033) | > loss_mel: 19.27881622314453 (19.038267052691914) | > loss_duration: 2.236736297607422 (2.2616830701413364) | > loss_1: 31.623661041259766 (33.412355008332625)  --> STEP: 24 | > loss_disc: 2.358724594116211 (2.2870935052633286) | > loss_disc_real_0: 0.1214522272348404 (0.11722513660788536) | > loss_disc_real_1: 0.2672859728336334 (0.1911194877078136) | > loss_disc_real_2: 0.2931499779224396 (0.25372544924418133) | > loss_disc_real_3: 0.2979234755039215 (0.27404066361486906) | > loss_disc_real_4: 0.23339444398880005 (0.23880973582466444) | > loss_disc_real_5: 0.21341902017593384 (0.21983266746004423) | > loss_0: 2.358724594116211 (2.2870935052633286) | > loss_gen: 2.6325337886810303 (2.6354609628518424) | > loss_kl: 1.9749398231506348 (2.2809229840834937) | > loss_feat: 5.759556770324707 (7.1232969760894775) | > loss_mel: 16.81991195678711 (18.945835590362545) | > loss_duration: 2.4510412216186523 (2.269572993119558) | > loss_1: 29.637985229492188 (33.25508960088094)  --> STEP: 25 | > loss_disc: 2.287234306335449 (2.2870991373062135) | > loss_disc_real_0: 0.0827932059764862 (0.1158478593826294) | > loss_disc_real_1: 0.1857970952987671 (0.19090659201145171) | > loss_disc_real_2: 0.27850964665412903 (0.2547168171405792) | > loss_disc_real_3: 0.33624523878097534 (0.2765288466215133) | > loss_disc_real_4: 0.2800992429256439 (0.2404613161087036) | > loss_disc_real_5: 0.23257650434970856 (0.2203424209356308) | > loss_0: 2.287234306335449 (2.2870991373062135) | > loss_gen: 2.6838581562042236 (2.6373968505859375) | > loss_kl: 2.11944317817688 (2.274463791847229) | > loss_feat: 6.928378105163574 (7.115500221252441) | > loss_mel: 17.464839935302734 (18.886595764160152) | > loss_duration: 2.3347320556640625 (2.272179355621338) | > loss_1: 31.531251907348633 (33.18613609313965)  --> STEP: 26 | > loss_disc: 2.3547463417053223 (2.2897009528600254) | > loss_disc_real_0: 0.13346299529075623 (0.11652536460986504) | > loss_disc_real_1: 0.1230250746011734 (0.1882957644187487) | > loss_disc_real_2: 0.2067834883928299 (0.25287322757335806) | > loss_disc_real_3: 0.1634853184223175 (0.2721810186138519) | > loss_disc_real_4: 0.22119848430156708 (0.2397204379622753) | > loss_disc_real_5: 0.06967485696077347 (0.2145475146289055) | > loss_0: 2.3547463417053223 (2.2897009528600254) | > loss_gen: 2.2670676708221436 (2.623153420595022) | > loss_kl: 1.9917715787887573 (2.263591014421903) | > loss_feat: 15.738490104675293 (7.447153678307166) | > loss_mel: 21.078258514404297 (18.970890485323388) | > loss_duration: 2.25923752784729 (2.271681593014644) | > loss_1: 43.33482360839844 (33.57647022834191) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023848276871901294 (+1.543301802415121e-05) | > avg_loss_disc: 2.2897009528600254 (-0.0008205267099228308) | > avg_loss_disc_real_0: 0.11652536460986504 (+0.0516979411387673) | > avg_loss_disc_real_1: 0.1882957644187487 (-0.03437053985320604) | > avg_loss_disc_real_2: 0.25287322757335806 (+0.01186466159728855) | > avg_loss_disc_real_3: 0.2721810186138519 (-0.0013469566519443976) | > avg_loss_disc_real_4: 0.2397204379622753 (+0.0047098042873235935) | > avg_loss_disc_real_5: 0.2145475146289055 (-0.02141720486375004) | > avg_loss_0: 2.2897009528600254 (-0.0008205267099228308) | > avg_loss_gen: 2.623153420595022 (+0.07676979211660528) | > avg_loss_kl: 2.263591014421903 (+0.07953953742980913) | > avg_loss_feat: 7.447153678307166 (-0.43660416969886207) | > avg_loss_mel: 18.970890485323388 (-0.34764869396503784) | > avg_loss_duration: 2.271681593014644 (-0.0005545157652631083) | > avg_loss_1: 33.57647022834191 (-0.6284980773925781)  > EPOCH: 174/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:34:15)   --> TIME: 2024-06-10 22:34:18 -- STEP: 4/330 -- GLOBAL_STEP: 145425 | > loss_disc: 2.322981595993042 (2.3234633207321167) | > loss_disc_real_0: 0.15879330039024353 (0.09969035349786282) | > loss_disc_real_1: 0.2184191644191742 (0.1842099092900753) | > loss_disc_real_2: 0.1823449730873108 (0.1987794227898121) | > loss_disc_real_3: 0.195847287774086 (0.24003274738788605) | > loss_disc_real_4: 0.2185104787349701 (0.23955664783716202) | > loss_disc_real_5: 0.1915140450000763 (0.2135792076587677) | > loss_0: 2.322981595993042 (2.3234633207321167) | > grad_norm_0: tensor(8.2353, device='cuda:0') (tensor(16.3657, device='cuda:0')) | > loss_gen: 2.5986294746398926 (2.5229783058166504) | > loss_kl: 1.778793454170227 (1.6991007328033447) | > loss_feat: 6.988893508911133 (6.904983878135681) | > loss_mel: 19.508392333984375 (19.59773015975952) | > loss_duration: 2.305387496948242 (2.306507110595703) | > loss_1: 33.18009567260742 (33.03130054473877) | > grad_norm_1: tensor(97.6673, device='cuda:0') (tensor(150.4866, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3482 (0.34431570768356323) | > loader_time: 0.0034 (0.0032732486724853516)  --> TIME: 2024-06-10 22:34:27 -- STEP: 29/330 -- GLOBAL_STEP: 145450 | > loss_disc: 2.16249680519104 (2.301270731564226) | > loss_disc_real_0: 0.10183042287826538 (0.10930053941134749) | > loss_disc_real_1: 0.16056585311889648 (0.1988222393496283) | > loss_disc_real_2: 0.19897690415382385 (0.21639371586257014) | > loss_disc_real_3: 0.18696430325508118 (0.2228411302484315) | > loss_disc_real_4: 0.1982465535402298 (0.22052921252004032) | > loss_disc_real_5: 0.19152675569057465 (0.21530490137379746) | > loss_0: 2.16249680519104 (2.301270731564226) | > grad_norm_0: tensor(8.1949, device='cuda:0') (tensor(13.0396, device='cuda:0')) | > loss_gen: 2.70121169090271 (2.538852584773097) | > loss_kl: 1.7461241483688354 (1.751606320512706) | > loss_feat: 8.020794868469238 (7.090021758243956) | > loss_mel: 20.66560173034668 (19.394932319378032) | > loss_duration: 2.100823402404785 (2.1319724115832095) | > loss_1: 35.234554290771484 (32.90738487243653) | > grad_norm_1: tensor(135.4219, device='cuda:0') (tensor(125.3865, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3474 (0.3491228695573478) | > loader_time: 0.0032 (0.0032072807180470436)  --> TIME: 2024-06-10 22:34:36 -- STEP: 54/330 -- GLOBAL_STEP: 145475 | > loss_disc: 2.1559934616088867 (2.2868636537481235) | > loss_disc_real_0: 0.10689248144626617 (0.11023224131376655) | > loss_disc_real_1: 0.20370540022850037 (0.20160451890141876) | > loss_disc_real_2: 0.23954008519649506 (0.2151664020838561) | > loss_disc_real_3: 0.2603622078895569 (0.22167907296507447) | > loss_disc_real_4: 0.21375688910484314 (0.21964811782042185) | > loss_disc_real_5: 0.1854117214679718 (0.2120523667997784) | > loss_0: 2.1559934616088867 (2.2868636537481235) | > grad_norm_0: tensor(7.1526, device='cuda:0') (tensor(12.3745, device='cuda:0')) | > loss_gen: 2.92100191116333 (2.5813264670195406) | > loss_kl: 1.816562294960022 (1.723450122056184) | > loss_feat: 7.457729339599609 (7.283059305614895) | > loss_mel: 19.516284942626953 (19.439406642207388) | > loss_duration: 2.033757209777832 (2.092561474552861) | > loss_1: 33.74533462524414 (33.11980353461371) | > grad_norm_1: tensor(41.7695, device='cuda:0') (tensor(126.0617, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3385 (0.35012475207999894) | > loader_time: 0.0032 (0.003291624563711661)  --> TIME: 2024-06-10 22:34:45 -- STEP: 79/330 -- GLOBAL_STEP: 145500 | > loss_disc: 2.3599729537963867 (2.304667512072792) | > loss_disc_real_0: 0.09948462247848511 (0.11326536941754667) | > loss_disc_real_1: 0.2335040271282196 (0.2031504394887369) | > loss_disc_real_2: 0.2051278054714203 (0.21709781507902506) | > loss_disc_real_3: 0.2296229898929596 (0.2237267475339431) | > loss_disc_real_4: 0.22197990119457245 (0.2202969842319247) | > loss_disc_real_5: 0.2260889708995819 (0.21262009536163717) | > loss_0: 2.3599729537963867 (2.304667512072792) | > grad_norm_0: tensor(10.7238, device='cuda:0') (tensor(11.1939, device='cuda:0')) | > loss_gen: 2.517834424972534 (2.56645974630042) | > loss_kl: 1.703853964805603 (1.7204101930690716) | > loss_feat: 7.155070781707764 (7.318375122698048) | > loss_mel: 18.798208236694336 (19.38265356232848) | > loss_duration: 2.014373779296875 (2.0772124860860126) | > loss_1: 32.18933868408203 (33.065110725692556) | > grad_norm_1: tensor(92.6894, device='cuda:0') (tensor(119.2773, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3519 (0.3498076004318043) | > loader_time: 0.0036 (0.0033623146105416215) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_145500.pth  --> TIME: 2024-06-10 22:34:58 -- STEP: 104/330 -- GLOBAL_STEP: 145525 | > loss_disc: 2.2968976497650146 (2.2964433890122637) | > loss_disc_real_0: 0.08071666955947876 (0.11370962113142014) | > loss_disc_real_1: 0.23290354013442993 (0.20183362260174292) | > loss_disc_real_2: 0.23601405322551727 (0.2170586517223945) | > loss_disc_real_3: 0.2562267482280731 (0.22309723868966103) | > loss_disc_real_4: 0.2292535901069641 (0.2189045577095105) | > loss_disc_real_5: 0.20496447384357452 (0.21171084691125613) | > loss_0: 2.2968976497650146 (2.2964433890122637) | > grad_norm_0: tensor(15.7784, device='cuda:0') (tensor(11.1290, device='cuda:0')) | > loss_gen: 2.6347455978393555 (2.5778930599872893) | > loss_kl: 1.6017706394195557 (1.7116138533904002) | > loss_feat: 7.873077869415283 (7.364775786033044) | > loss_mel: 19.159568786621094 (19.401766520280106) | > loss_duration: 2.092620849609375 (2.0738958544456048) | > loss_1: 33.361785888671875 (33.12994481967046) | > grad_norm_1: tensor(190.7389, device='cuda:0') (tensor(121.7501, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3461 (0.3523263931274413) | > loader_time: 0.0038 (0.0034649945222414457)  --> TIME: 2024-06-10 22:35:08 -- STEP: 129/330 -- GLOBAL_STEP: 145550 | > loss_disc: 2.2665562629699707 (2.2903844145841377) | > loss_disc_real_0: 0.09687429666519165 (0.1141252329414205) | > loss_disc_real_1: 0.18554019927978516 (0.20153137654528136) | > loss_disc_real_2: 0.19645605981349945 (0.2164005724958671) | > loss_disc_real_3: 0.20742584764957428 (0.2230363317238268) | > loss_disc_real_4: 0.2349899411201477 (0.2176023564597433) | > loss_disc_real_5: 0.23372937738895416 (0.210763758813688) | > loss_0: 2.2665562629699707 (2.2903844145841377) | > grad_norm_0: tensor(10.2676, device='cuda:0') (tensor(11.1570, device='cuda:0')) | > loss_gen: 2.5977656841278076 (2.5879620784936956) | > loss_kl: 1.58447265625 (1.707036999768989) | > loss_feat: 7.422809600830078 (7.407195937725925) | > loss_mel: 19.826631546020508 (19.42877994212069) | > loss_duration: 2.045133590698242 (2.071824397227561) | > loss_1: 33.47681427001953 (33.20279919823936) | > grad_norm_1: tensor(145.8352, device='cuda:0') (tensor(132.2937, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3586 (0.35366767321446135) | > loader_time: 0.0043 (0.0035531483879385067)  --> TIME: 2024-06-10 22:35:17 -- STEP: 154/330 -- GLOBAL_STEP: 145575 | > loss_disc: 2.355471134185791 (2.296615266180657) | > loss_disc_real_0: 0.15883556008338928 (0.11439525573091074) | > loss_disc_real_1: 0.2150951325893402 (0.2018776306180985) | > loss_disc_real_2: 0.22003671526908875 (0.2172914869212485) | > loss_disc_real_3: 0.21938851475715637 (0.22314047261879041) | > loss_disc_real_4: 0.21815626323223114 (0.21846435635120837) | > loss_disc_real_5: 0.19454945623874664 (0.21135624343311632) | > loss_0: 2.355471134185791 (2.296615266180657) | > grad_norm_0: tensor(37.7028, device='cuda:0') (tensor(12.7086, device='cuda:0')) | > loss_gen: 2.4038608074188232 (2.586838643272203) | > loss_kl: 1.6995875835418701 (1.7128477251374876) | > loss_feat: 7.1220622062683105 (7.414988660193109) | > loss_mel: 18.78246307373047 (19.44582430108801) | > loss_duration: 2.0808589458465576 (2.07259286224068) | > loss_1: 32.08883285522461 (33.23309198602455) | > grad_norm_1: tensor(218.0913, device='cuda:0') (tensor(149.4503, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.3729 (0.3561961867592549) | > loader_time: 0.0052 (0.00369365339155321)  --> TIME: 2024-06-10 22:35:27 -- STEP: 179/330 -- GLOBAL_STEP: 145600 | > loss_disc: 2.320746421813965 (2.2955342404669206) | > loss_disc_real_0: 0.1238081082701683 (0.11446471641350059) | > loss_disc_real_1: 0.17482848465442657 (0.2012317043692706) | > loss_disc_real_2: 0.17784444987773895 (0.21646496220673928) | > loss_disc_real_3: 0.21153612434864044 (0.2230537354779643) | > loss_disc_real_4: 0.21029244363307953 (0.21851875745384386) | > loss_disc_real_5: 0.20493945479393005 (0.21182547418098877) | > loss_0: 2.320746421813965 (2.2955342404669206) | > grad_norm_0: tensor(27.9936, device='cuda:0') (tensor(14.6551, device='cuda:0')) | > loss_gen: 2.6728456020355225 (2.5929022434703457) | > loss_kl: 1.9739304780960083 (1.7195129261336513) | > loss_feat: 7.405386924743652 (7.435485869146592) | > loss_mel: 19.256715774536133 (19.43618481385642) | > loss_duration: 2.113022804260254 (2.0772386702745314) | > loss_1: 33.42190170288086 (33.26132435505617) | > grad_norm_1: tensor(319.4749, device='cuda:0') (tensor(170.2071, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.374 (0.3599244948871972) | > loader_time: 0.0048 (0.0038034955882493343)  --> TIME: 2024-06-10 22:35:37 -- STEP: 204/330 -- GLOBAL_STEP: 145625 | > loss_disc: 2.198178291320801 (2.297668272373721) | > loss_disc_real_0: 0.07442288100719452 (0.1151543385988357) | > loss_disc_real_1: 0.21624498069286346 (0.2021943237632513) | > loss_disc_real_2: 0.19906429946422577 (0.21584219368649463) | > loss_disc_real_3: 0.20782329142093658 (0.223142276207606) | > loss_disc_real_4: 0.14848390221595764 (0.21871747631652683) | > loss_disc_real_5: 0.19834554195404053 (0.21222514067502582) | > loss_0: 2.198178291320801 (2.297668272373721) | > grad_norm_0: tensor(12.4450, device='cuda:0') (tensor(17.3403, device='cuda:0')) | > loss_gen: 2.6481029987335205 (2.5974014658553926) | > loss_kl: 1.8095685243606567 (1.7201945577182023) | > loss_feat: 8.446952819824219 (7.446579556839139) | > loss_mel: 19.966781616210938 (19.4081605836457) | > loss_duration: 2.071303606033325 (2.082842983451543) | > loss_1: 34.942710876464844 (33.25517899382349) | > grad_norm_1: tensor(177.7954, device='cuda:0') (tensor(186.2134, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.4192 (0.36423811374926074) | > loader_time: 0.0056 (0.003953033802556057)  --> TIME: 2024-06-10 22:35:47 -- STEP: 229/330 -- GLOBAL_STEP: 145650 | > loss_disc: 2.3121023178100586 (2.292503177859375) | > loss_disc_real_0: 0.19405892491340637 (0.11456515319547798) | > loss_disc_real_1: 0.2574959695339203 (0.20221513870892047) | > loss_disc_real_2: 0.21357686817646027 (0.21564472495988987) | > loss_disc_real_3: 0.22770510613918304 (0.22325390954725607) | > loss_disc_real_4: 0.23816633224487305 (0.21857032518199437) | > loss_disc_real_5: 0.25580140948295593 (0.2119324683622502) | > loss_0: 2.3121023178100586 (2.292503177859375) | > grad_norm_0: tensor(49.2294, device='cuda:0') (tensor(19.3428, device='cuda:0')) | > loss_gen: 2.8201444149017334 (2.6093350841488903) | > loss_kl: 1.7260596752166748 (1.7212215120615397) | > loss_feat: 7.399369239807129 (7.461178150760034) | > loss_mel: 19.05699920654297 (19.377192326508244) | > loss_duration: 2.173600196838379 (2.089645483608328) | > loss_1: 33.17617416381836 (33.25857244100112) | > grad_norm_1: tensor(317.9704, device='cuda:0') (tensor(201.1384, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.4212 (0.3682861047020123) | > loader_time: 0.0052 (0.004108141603428206)  --> TIME: 2024-06-10 22:35:58 -- STEP: 254/330 -- GLOBAL_STEP: 145675 | > loss_disc: 2.152331590652466 (2.289519700478379) | > loss_disc_real_0: 0.08591901510953903 (0.1148519451898618) | > loss_disc_real_1: 0.19761283695697784 (0.20163376485620896) | > loss_disc_real_2: 0.21951979398727417 (0.21509794468485463) | > loss_disc_real_3: 0.21923980116844177 (0.2229452632426277) | > loss_disc_real_4: 0.20853237807750702 (0.2179707880095234) | > loss_disc_real_5: 0.22760695219039917 (0.21141520617749748) | > loss_0: 2.152331590652466 (2.289519700478379) | > grad_norm_0: tensor(10.7503, device='cuda:0') (tensor(20.4245, device='cuda:0')) | > loss_gen: 2.968320846557617 (2.6100725733389067) | > loss_kl: 1.7694214582443237 (1.7204441916285538) | > loss_feat: 8.20361328125 (7.479745662118506) | > loss_mel: 19.637733459472656 (19.343956586882832) | > loss_duration: 2.108779191970825 (2.0955848881578807) | > loss_1: 34.6878662109375 (33.24980382093295) | > grad_norm_1: tensor(381.6597, device='cuda:0') (tensor(215.6067, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.4352 (0.3732706270818633) | > loader_time: 0.0057 (0.004240827297601176)  --> TIME: 2024-06-10 22:36:09 -- STEP: 279/330 -- GLOBAL_STEP: 145700 | > loss_disc: 2.318359136581421 (2.285197293886573) | > loss_disc_real_0: 0.1333913803100586 (0.11550288173406782) | > loss_disc_real_1: 0.2368374913930893 (0.2019473565041378) | > loss_disc_real_2: 0.2580481171607971 (0.215044160737359) | > loss_disc_real_3: 0.22733518481254578 (0.2229842724125018) | > loss_disc_real_4: 0.20782515406608582 (0.21753854750518736) | > loss_disc_real_5: 0.1980140656232834 (0.21067891363388322) | > loss_0: 2.318359136581421 (2.285197293886573) | > grad_norm_0: tensor(32.8121, device='cuda:0') (tensor(20.6440, device='cuda:0')) | > loss_gen: 2.7061407566070557 (2.6150339205205224) | > loss_kl: 1.8122247457504272 (1.7250172412523659) | > loss_feat: 7.0777130126953125 (7.519024512246518) | > loss_mel: 19.08390235900879 (19.327267082788616) | > loss_duration: 2.172654867172241 (2.103612534034208) | > loss_1: 32.85263442993164 (33.28995526221491) | > grad_norm_1: tensor(428.5426, device='cuda:0') (tensor(222.7454, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.451 (0.37898198336256006) | > loader_time: 0.0058 (0.00437949549767279)  --> TIME: 2024-06-10 22:36:21 -- STEP: 304/330 -- GLOBAL_STEP: 145725 | > loss_disc: 2.237513780593872 (2.28263954033977) | > loss_disc_real_0: 0.14051808416843414 (0.11595388226162054) | > loss_disc_real_1: 0.17895498871803284 (0.2020038643998927) | > loss_disc_real_2: 0.18744255602359772 (0.21512732522464112) | > loss_disc_real_3: 0.2540445625782013 (0.22266895412222334) | > loss_disc_real_4: 0.2093670517206192 (0.2171504431845326) | > loss_disc_real_5: 0.22592845559120178 (0.2098852715111877) | > loss_0: 2.237513780593872 (2.28263954033977) | > grad_norm_0: tensor(38.4770, device='cuda:0') (tensor(21.9175, device='cuda:0')) | > loss_gen: 2.728511333465576 (2.6151615114588473) | > loss_kl: 1.8461865186691284 (1.7269443112768625) | > loss_feat: 9.067198753356934 (7.544035520992781) | > loss_mel: 19.681655883789062 (19.288638867829974) | > loss_duration: 2.2464046478271484 (2.1130357470951573) | > loss_1: 35.56995391845703 (33.28781593473335) | > grad_norm_1: tensor(554.8614, device='cuda:0') (tensor(238.0625, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.4668 (0.38642949493307804) | > loader_time: 0.0072 (0.004561062706144235)  --> TIME: 2024-06-10 22:36:49 -- STEP: 329/330 -- GLOBAL_STEP: 145750 | > loss_disc: 2.6127004623413086 (2.2834132601787247) | > loss_disc_real_0: 0.21490782499313354 (0.1170162596940813) | > loss_disc_real_1: 0.3629534840583801 (0.20266180240908652) | > loss_disc_real_2: 0.23973669111728668 (0.21479337121215636) | > loss_disc_real_3: 0.2533881366252899 (0.22227823308535985) | > loss_disc_real_4: 0.280169278383255 (0.2171658528430846) | > loss_disc_real_5: 0.2223288118839264 (0.2096640329049351) | > loss_0: 2.6127004623413086 (2.2834132601787247) | > grad_norm_0: tensor(33.9449, device='cuda:0') (tensor(23.0967, device='cuda:0')) | > loss_gen: 2.855452060699463 (2.6200518390690286) | > loss_kl: 1.999521017074585 (1.733842017440448) | > loss_feat: 10.680598258972168 (7.655086937646373) | > loss_mel: 18.249757766723633 (19.247256177536986) | > loss_duration: 2.279057025909424 (2.1261954300309376) | > loss_1: 36.064388275146484 (33.38243236367827) | > grad_norm_1: tensor(198.3713, device='cuda:0') (tensor(249.8179, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 13.6044 (0.44067177584106054) | > loader_time: 0.0342 (0.005032147317671851)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1289634704589844 (2.1289634704589844) | > loss_disc_real_0: 0.230783611536026 (0.230783611536026) | > loss_disc_real_1: 0.18418721854686737 (0.18418721854686737) | > loss_disc_real_2: 0.18213260173797607 (0.18213260173797607) | > loss_disc_real_3: 0.2111637443304062 (0.2111637443304062) | > loss_disc_real_4: 0.17441856861114502 (0.17441856861114502) | > loss_disc_real_5: 0.1509544998407364 (0.1509544998407364) | > loss_0: 2.1289634704589844 (2.1289634704589844) | > loss_gen: 3.140199661254883 (3.140199661254883) | > loss_kl: 1.952030062675476 (1.952030062675476) | > loss_feat: 8.26999568939209 (8.26999568939209) | > loss_mel: 18.179492950439453 (18.179492950439453) | > loss_duration: 2.9271812438964844 (2.9271812438964844) | > loss_1: 34.468902587890625 (34.468902587890625)  --> STEP: 1 | > loss_disc: 2.063068151473999 (2.063068151473999) | > loss_disc_real_0: 0.07943221926689148 (0.07943221926689148) | > loss_disc_real_1: 0.16585610806941986 (0.16585610806941986) | > loss_disc_real_2: 0.14067475497722626 (0.14067475497722626) | > loss_disc_real_3: 0.144059419631958 (0.144059419631958) | > loss_disc_real_4: 0.23341287672519684 (0.23341287672519684) | > loss_disc_real_5: 0.1805921047925949 (0.1805921047925949) | > loss_0: 2.063068151473999 (2.063068151473999) | > loss_gen: 2.404757022857666 (2.404757022857666) | > loss_kl: 2.065847635269165 (2.065847635269165) | > loss_feat: 7.8633832931518555 (7.8633832931518555) | > loss_mel: 18.8402042388916 (18.8402042388916) | > loss_duration: 2.2847514152526855 (2.2847514152526855) | > loss_1: 33.45894241333008 (33.45894241333008)  --> STEP: 2 | > loss_disc: 2.342729091644287 (2.202898621559143) | > loss_disc_real_0: 0.18457531929016113 (0.1320037692785263) | > loss_disc_real_1: 0.16144172847270966 (0.16364891827106476) | > loss_disc_real_2: 0.25016048550605774 (0.195417620241642) | > loss_disc_real_3: 0.28856152296066284 (0.21631047129631042) | > loss_disc_real_4: 0.26022493839263916 (0.246818907558918) | > loss_disc_real_5: 0.23571571707725525 (0.20815391093492508) | > loss_0: 2.342729091644287 (2.202898621559143) | > loss_gen: 2.7346134185791016 (2.569685220718384) | > loss_kl: 1.8213328123092651 (1.943590223789215) | > loss_feat: 6.238082408905029 (7.050732851028442) | > loss_mel: 20.082807540893555 (19.461505889892578) | > loss_duration: 2.42983341217041 (2.357292413711548) | > loss_1: 33.306671142578125 (33.3828067779541)  --> STEP: 3 | > loss_disc: 2.0195610523223877 (2.1417860984802246) | > loss_disc_real_0: 0.0814468264579773 (0.11515145500500996) | > loss_disc_real_1: 0.18187855184078217 (0.1697254627943039) | > loss_disc_real_2: 0.19534653425216675 (0.19539392491181692) | > loss_disc_real_3: 0.20029199123382568 (0.21097097794214884) | > loss_disc_real_4: 0.25164133310317993 (0.24842638274033865) | > loss_disc_real_5: 0.24989813566207886 (0.222068652510643) | > loss_0: 2.0195610523223877 (2.1417860984802246) | > loss_gen: 3.082538366317749 (2.7406362692515054) | > loss_kl: 2.453662395477295 (2.113614281018575) | > loss_feat: 8.514439582824707 (7.53863509496053) | > loss_mel: 19.854694366455078 (19.59256871541341) | > loss_duration: 2.2230985164642334 (2.31256111462911) | > loss_1: 36.12843322753906 (34.29801559448242)  --> STEP: 4 | > loss_disc: 2.460369348526001 (2.2214319109916687) | > loss_disc_real_0: 0.24188460409641266 (0.14683474227786064) | > loss_disc_real_1: 0.15736763179302216 (0.16663600504398346) | > loss_disc_real_2: 0.29707077145576477 (0.22081313654780388) | > loss_disc_real_3: 0.3137684464454651 (0.2366703450679779) | > loss_disc_real_4: 0.277349054813385 (0.25565705075860023) | > loss_disc_real_5: 0.23333080112934113 (0.22488418966531754) | > loss_0: 2.460369348526001 (2.2214319109916687) | > loss_gen: 2.861119270324707 (2.770757019519806) | > loss_kl: 2.001786470413208 (2.0856573283672333) | > loss_feat: 7.54652214050293 (7.54060685634613) | > loss_mel: 18.94383430480957 (19.43038511276245) | > loss_duration: 2.2459070682525635 (2.295897603034973) | > loss_1: 33.59916687011719 (34.12330341339111)  --> STEP: 5 | > loss_disc: 2.4309942722320557 (2.263344383239746) | > loss_disc_real_0: 0.22430627048015594 (0.1623290479183197) | > loss_disc_real_1: 0.236396923661232 (0.18058818876743316) | > loss_disc_real_2: 0.22047008574008942 (0.220744526386261) | > loss_disc_real_3: 0.25936970114707947 (0.2412102162837982) | > loss_disc_real_4: 0.32261747121810913 (0.269049134850502) | > loss_disc_real_5: 0.2776227295398712 (0.23543189764022826) | > loss_0: 2.4309942722320557 (2.263344383239746) | > loss_gen: 2.910442352294922 (2.7986940860748293) | > loss_kl: 2.2937939167022705 (2.1272846460342407) | > loss_feat: 5.83197546005249 (7.198880577087403) | > loss_mel: 20.0484676361084 (19.55400161743164) | > loss_duration: 2.400114059448242 (2.316740894317627) | > loss_1: 33.48479461669922 (33.995601654052734)  --> STEP: 6 | > loss_disc: 2.485300302505493 (2.300337036450704) | > loss_disc_real_0: 0.11764179915189743 (0.154881173123916) | > loss_disc_real_1: 0.285471111536026 (0.19806867589553198) | > loss_disc_real_2: 0.31208232045173645 (0.23596749206384024) | > loss_disc_real_3: 0.35279494524002075 (0.2598076711098353) | > loss_disc_real_4: 0.3512975871562958 (0.282757210234801) | > loss_disc_real_5: 0.30247002840042114 (0.24660491943359375) | > loss_0: 2.485300302505493 (2.300337036450704) | > loss_gen: 3.0563042163848877 (2.8416291077931723) | > loss_kl: 2.2458786964416504 (2.1470503211021423) | > loss_feat: 5.740694046020508 (6.955849488576253) | > loss_mel: 18.535566329956055 (19.384262402852375) | > loss_duration: 2.1420669555664062 (2.2876285711924234) | > loss_1: 31.720510482788086 (33.61641979217529)  --> STEP: 7 | > loss_disc: 2.1886305809020996 (2.2843789713723317) | > loss_disc_real_0: 0.0661507248878479 (0.1422053948044777) | > loss_disc_real_1: 0.20753225684165955 (0.19942061603069305) | > loss_disc_real_2: 0.2834931015968323 (0.24275686485426767) | > loss_disc_real_3: 0.20090417563915253 (0.2513928860425949) | > loss_disc_real_4: 0.19466756284236908 (0.270172974893025) | > loss_disc_real_5: 0.16457058489322662 (0.23488572878496988) | > loss_0: 2.1886305809020996 (2.2843789713723317) | > loss_gen: 2.4978232383728027 (2.792513983590262) | > loss_kl: 2.9680426120758057 (2.26433493409838) | > loss_feat: 7.287107944488525 (7.0031721251351495) | > loss_mel: 20.042341232299805 (19.47827366420201) | > loss_duration: 2.424239158630371 (2.3071443693978444) | > loss_1: 35.21955490112305 (33.84543909345354)  --> STEP: 8 | > loss_disc: 1.938919186592102 (2.241196498274803) | > loss_disc_real_0: 0.15913231670856476 (0.14432126004248857) | > loss_disc_real_1: 0.1615425944328308 (0.19468586333096027) | > loss_disc_real_2: 0.12174344062805176 (0.22763018682599068) | > loss_disc_real_3: 0.26369497179985046 (0.25293064676225185) | > loss_disc_real_4: 0.16196377575397491 (0.25664682500064373) | > loss_disc_real_5: 0.1465505212545395 (0.22384382784366608) | > loss_0: 1.938919186592102 (2.241196498274803) | > loss_gen: 2.9728150367736816 (2.8150516152381897) | > loss_kl: 2.2576065063476562 (2.2634938806295395) | > loss_feat: 10.854799270629883 (7.484625518321991) | > loss_mel: 21.335142135620117 (19.710382223129272) | > loss_duration: 2.161848783493042 (2.2889824211597443) | > loss_1: 39.58221435546875 (34.562536001205444)  --> STEP: 9 | > loss_disc: 2.354991912841797 (2.2538404332266913) | > loss_disc_real_0: 0.21791477501392365 (0.15249831726153693) | > loss_disc_real_1: 0.20638680458068848 (0.1959859679142634) | > loss_disc_real_2: 0.26758629083633423 (0.23206975393825108) | > loss_disc_real_3: 0.33709579706192017 (0.2622823301288817) | > loss_disc_real_4: 0.28979623317718506 (0.26033009257581496) | > loss_disc_real_5: 0.2861259877681732 (0.23076406783527798) | > loss_0: 2.354991912841797 (2.2538404332266913) | > loss_gen: 3.216641426086426 (2.859672705332438) | > loss_kl: 2.13938570022583 (2.2497040828069053) | > loss_feat: 8.452493667602539 (7.592166423797607) | > loss_mel: 19.250446319580078 (19.659278233846027) | > loss_duration: 2.0480761528015137 (2.2622150580088296) | > loss_1: 35.1070442199707 (34.62303691440158)  --> STEP: 10 | > loss_disc: 2.4856176376342773 (2.27701815366745) | > loss_disc_real_0: 0.15769927203655243 (0.15301841273903846) | > loss_disc_real_1: 0.29082614183425903 (0.20546998530626298) | > loss_disc_real_2: 0.22680898010730743 (0.2315436765551567) | > loss_disc_real_3: 0.22474274039268494 (0.258528371155262) | > loss_disc_real_4: 0.21096397936344147 (0.2553934812545776) | > loss_disc_real_5: 0.1995246857404709 (0.22764012962579727) | > loss_0: 2.4856176376342773 (2.27701815366745) | > loss_gen: 2.4810550212860107 (2.8218109369277955) | > loss_kl: 1.7309836149215698 (2.1978320360183714) | > loss_feat: 6.427823543548584 (7.475732135772705) | > loss_mel: 15.803685188293457 (19.273718929290773) | > loss_duration: 2.2982065677642822 (2.265814208984375) | > loss_1: 28.74175262451172 (34.0349084854126)  --> STEP: 11 | > loss_disc: 2.454911231994629 (2.2931902516971934) | > loss_disc_real_0: 0.2388576865196228 (0.16082198308272797) | > loss_disc_real_1: 0.40161043405532837 (0.22330093519254166) | > loss_disc_real_2: 0.2388029247522354 (0.23220360820943658) | > loss_disc_real_3: 0.25231531262397766 (0.25796354765241797) | > loss_disc_real_4: 0.2591140568256378 (0.2557317153974013) | > loss_disc_real_5: 0.2968704104423523 (0.23393379151821136) | > loss_0: 2.454911231994629 (2.2931902516971934) | > loss_gen: 3.2030444145202637 (2.856468525799838) | > loss_kl: 2.2461018562316895 (2.2022202014923096) | > loss_feat: 7.561969757080078 (7.483571919527921) | > loss_mel: 18.30876922607422 (19.18599622899836) | > loss_duration: 2.376328229904175 (2.2758609381589023) | > loss_1: 33.69621276855469 (34.00411796569824)  --> STEP: 12 | > loss_disc: 2.205258846282959 (2.2858626345793405) | > loss_disc_real_0: 0.09765739738941193 (0.15555826760828498) | > loss_disc_real_1: 0.18861526250839233 (0.22041046246886253) | > loss_disc_real_2: 0.20646978914737701 (0.23005912328759828) | > loss_disc_real_3: 0.2682267129421234 (0.2588188114265601) | > loss_disc_real_4: 0.22620534896850586 (0.25327118486166) | > loss_disc_real_5: 0.22521163523197174 (0.23320694516102472) | > loss_0: 2.205258846282959 (2.2858626345793405) | > loss_gen: 2.5458931922912598 (2.8305872480074563) | > loss_kl: 2.186401605606079 (2.200901985168457) | > loss_feat: 6.087015628814697 (7.367192228635152) | > loss_mel: 22.00385093688965 (19.420817454655968) | > loss_duration: 2.2335968017578125 (2.2723389267921448) | > loss_1: 35.056758880615234 (34.09183804194132)  --> STEP: 13 | > loss_disc: 2.3447442054748535 (2.290391986186688) | > loss_disc_real_0: 0.1401520073413849 (0.1543731706646773) | > loss_disc_real_1: 0.3233433663845062 (0.22832837815468127) | > loss_disc_real_2: 0.2192506343126297 (0.22922770105875456) | > loss_disc_real_3: 0.2737550437450409 (0.25996775237413555) | > loss_disc_real_4: 0.2830562889575958 (0.2555623467151935) | > loss_disc_real_5: 0.2461017221212387 (0.2341988510810412) | > loss_0: 2.3447442054748535 (2.290391986186688) | > loss_gen: 3.018726348876953 (2.845059486535879) | > loss_kl: 2.4033219814300537 (2.2164727541116567) | > loss_feat: 8.0464506149292 (7.4194428737346945) | > loss_mel: 19.2189884185791 (19.405292144188515) | > loss_duration: 2.133565902709961 (2.261664078785823) | > loss_1: 34.82105255126953 (34.1479314657358)  --> STEP: 14 | > loss_disc: 2.5107836723327637 (2.306134249482836) | > loss_disc_real_0: 0.21169206500053406 (0.15846737740295277) | > loss_disc_real_1: 0.16398920118808746 (0.22373272265706742) | > loss_disc_real_2: 0.16414931416511536 (0.22457924485206604) | > loss_disc_real_3: 0.29838240146636963 (0.2627116558807237) | > loss_disc_real_4: 0.3515184819698334 (0.2624163563762392) | > loss_disc_real_5: 0.3709816634654999 (0.2439690519656454) | > loss_0: 2.5107836723327637 (2.306134249482836) | > loss_gen: 2.9298489093780518 (2.851115873881749) | > loss_kl: 3.0503721237182617 (2.2760369947978427) | > loss_feat: 6.23244571685791 (7.334657362529209) | > loss_mel: 19.965517044067383 (19.445308208465576) | > loss_duration: 2.39375376701355 (2.2710990565163747) | > loss_1: 34.571937561035156 (34.178217615400044)  --> STEP: 15 | > loss_disc: 2.5744693279266357 (2.3240232547124227) | > loss_disc_real_0: 0.24684561789035797 (0.16435926010211313) | > loss_disc_real_1: 0.20006942749023438 (0.22215516964594523) | > loss_disc_real_2: 0.20221959054470062 (0.223088601231575) | > loss_disc_real_3: 0.3214523196220398 (0.2666277001301448) | > loss_disc_real_4: 0.2903735041618347 (0.2642801662286123) | > loss_disc_real_5: 0.30175185203552246 (0.24782123863697053) | > loss_0: 2.5744693279266357 (2.3240232547124227) | > loss_gen: 2.9331893920898438 (2.8565874417622883) | > loss_kl: 2.3720309734344482 (2.2824365933736166) | > loss_feat: 7.5189900398254395 (7.346946207682292) | > loss_mel: 19.647554397583008 (19.458791287740073) | > loss_duration: 2.262728452682495 (2.270541016260783) | > loss_1: 34.734493255615234 (34.21530265808106)  --> STEP: 16 | > loss_disc: 2.416364908218384 (2.3297946080565453) | > loss_disc_real_0: 0.12549623847007751 (0.1619303212501109) | > loss_disc_real_1: 0.3069538176059723 (0.22745508514344692) | > loss_disc_real_2: 0.24818338453769684 (0.22465702518820763) | > loss_disc_real_3: 0.3093399107456207 (0.26929721329361206) | > loss_disc_real_4: 0.26847127079963684 (0.2645421102643013) | > loss_disc_real_5: 0.253889262676239 (0.2482004901394248) | > loss_0: 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(7.379624030169318) | > loss_mel: 18.210660934448242 (19.390675208147833) | > loss_duration: 2.4223883152008057 (2.283780154059915) | > loss_1: 32.9515266418457 (34.20960157057818)  --> STEP: 18 | > loss_disc: 2.054011344909668 (2.3231484293937683) | > loss_disc_real_0: 0.13547152280807495 (0.16508783855372008) | > loss_disc_real_1: 0.26476433873176575 (0.22894896980788973) | > loss_disc_real_2: 0.15376165509223938 (0.22049281166659462) | > loss_disc_real_3: 0.1869964897632599 (0.2629010577996572) | > loss_disc_real_4: 0.18475361168384552 (0.2659991706411044) | > loss_disc_real_5: 0.18443311750888824 (0.24986832671695286) | > loss_0: 2.054011344909668 (2.3231484293937683) | > loss_gen: 2.931086778640747 (2.917915595902337) | > loss_kl: 2.205841064453125 (2.2365733914905124) | > loss_feat: 9.29851245880127 (7.486228942871094) | > loss_mel: 18.979148864746094 (19.367812633514404) | > loss_duration: 2.2458152770996094 (2.281670994228787) | > loss_1: 35.660404205322266 (34.29020171695285)  --> STEP: 19 | > loss_disc: 2.4811036586761475 (2.3314618625138936) | > loss_disc_real_0: 0.14462332427501678 (0.16401075885484095) | > loss_disc_real_1: 0.10513857752084732 (0.2224326333717296) | > loss_disc_real_2: 0.23854327201843262 (0.2214428358956387) | > loss_disc_real_3: 0.2572800815105438 (0.26260521694233546) | > loss_disc_real_4: 0.29250067472457886 (0.2673939866454978) | > loss_disc_real_5: 0.31741511821746826 (0.25342342100645365) | > loss_0: 2.4811036586761475 (2.3314618625138936) | > loss_gen: 2.463036298751831 (2.8939745802628365) | > loss_kl: 1.8516788482666016 (2.2163157839524117) | > loss_feat: 5.591050624847412 (7.3864827156066895) | > loss_mel: 17.546586990356445 (19.271958652295563) | > loss_duration: 2.293952465057373 (2.2823173874302913) | > loss_1: 29.746305465698242 (34.051049282676296)  --> STEP: 20 | > loss_disc: 2.421032428741455 (2.3359403908252716) | > loss_disc_real_0: 0.2684255838394165 (0.16923150010406973) | > loss_disc_real_1: 0.33801692724227905 (0.22821184806525707) | > loss_disc_real_2: 0.20016053318977356 (0.22037872076034545) | > loss_disc_real_3: 0.2638145983219147 (0.26266568601131446) | > loss_disc_real_4: 0.2952863872051239 (0.2687886066734791) | > loss_disc_real_5: 0.23972313106060028 (0.252738406509161) | > loss_0: 2.421032428741455 (2.3359403908252716) | > loss_gen: 3.3272836208343506 (2.9156400322914124) | > loss_kl: 1.717137336730957 (2.191356861591339) | > loss_feat: 7.4424567222595215 (7.389281415939331) | > loss_mel: 21.22576141357422 (19.3696487903595) | > loss_duration: 2.2874884605407715 (2.2825759410858155) | > loss_1: 36.000125885009766 (34.148503112792966)  --> STEP: 21 | > loss_disc: 2.0848090648651123 (2.32398175625574) | > loss_disc_real_0: 0.11609181761741638 (0.1667010390332767) | > loss_disc_real_1: 0.16527780890464783 (0.225214989057609) | > loss_disc_real_2: 0.17505279183387756 (0.21822034319241843) | > loss_disc_real_3: 0.19260981678962708 (0.25932969223885316) | > loss_disc_real_4: 0.26994332671165466 (0.2688435933419636) | > loss_disc_real_5: 0.31555432081222534 (0.25572964052359265) | > loss_0: 2.0848090648651123 (2.32398175625574) | > loss_gen: 2.820113182067871 (2.91109113466172) | > loss_kl: 2.243239164352417 (2.193827447437105) | > loss_feat: 7.766201019287109 (7.407229968479702) | > loss_mel: 19.037891387939453 (19.353850818815687) | > loss_duration: 2.1474695205688477 (2.2761423020135787) | > loss_1: 34.014915466308594 (34.142141796293714)  --> STEP: 22 | > loss_disc: 2.5912466049194336 (2.3361301584677263) | > loss_disc_real_0: 0.15132585167884827 (0.1660021668808027) | > loss_disc_real_1: 0.31962692737579346 (0.22950644079934468) | > loss_disc_real_2: 0.20124077796936035 (0.2174485447731885) | > loss_disc_real_3: 0.24465522170066833 (0.25866267085075384) | > loss_disc_real_4: 0.25225046277046204 (0.2680893601341681) | > loss_disc_real_5: 0.30550849437713623 (0.2579923156987537) | > loss_0: 2.5912466049194336 (2.3361301584677263) | > loss_gen: 2.5961647033691406 (2.8967762968756934) | > loss_kl: 1.4659026861190796 (2.1607399582862854) | > loss_feat: 7.558897018432617 (7.414123925295743) | > loss_mel: 20.954116821289062 (19.426590182564475) | > loss_duration: 2.1477649211883545 (2.2703069665215234) | > loss_1: 34.72284698486328 (34.16853748668324)  --> STEP: 23 | > loss_disc: 2.1487159729003906 (2.3279817156169726) | > loss_disc_real_0: 0.322195440530777 (0.17279317877862765) | > loss_disc_real_1: 0.19811947643756866 (0.22814179017491962) | > loss_disc_real_2: 0.17883124947547913 (0.21576953193415765) | > loss_disc_real_3: 0.2289554625749588 (0.2573710530996323) | > loss_disc_real_4: 0.21396315097808838 (0.2657360466925994) | > loss_disc_real_5: 0.19759595394134521 (0.25536638692669245) | > loss_0: 2.1487159729003906 (2.3279817156169726) | > loss_gen: 3.2182273864746094 (2.910752431206081) | > loss_kl: 1.9946471452713013 (2.15351853163346) | > loss_feat: 8.941147804260254 (7.480516267859417) | > loss_mel: 18.34220314025879 (19.37944291985553) | > loss_duration: 2.2543070316314697 (2.2696113171784775) | > loss_1: 34.75053024291992 (34.1938415195631)  --> STEP: 24 | > loss_disc: 2.3262181282043457 (2.327908232808113) | > loss_disc_real_0: 0.13098740577697754 (0.17105127157022557) | > loss_disc_real_1: 0.23769257962703705 (0.22853973973542452) | > loss_disc_real_2: 0.25611358880996704 (0.21745053430398306) | > loss_disc_real_3: 0.24208755791187286 (0.25673424080014234) | > loss_disc_real_4: 0.30289167165756226 (0.2672841977328062) | > loss_disc_real_5: 0.21476483345031738 (0.2536746555318435) | > loss_0: 2.3262181282043457 (2.327908232808113) | > loss_gen: 2.8248510360717773 (2.9071732064088187) | > loss_kl: 2.0734736919403076 (2.1501833299795785) | > loss_feat: 6.152934551239014 (7.425200363000234) | > loss_mel: 19.45745849609375 (19.38269356886546) | > loss_duration: 2.3907854557037354 (2.2746602396170297) | > loss_1: 32.89950180053711 (34.13991069793702)  --> STEP: 25 | > loss_disc: 2.5608866214752197 (2.3372273683547973) | > loss_disc_real_0: 0.21764571964740753 (0.17291504949331282) | > loss_disc_real_1: 0.38671398162841797 (0.23486670941114426) | > loss_disc_real_2: 0.24023766815662384 (0.21836201965808869) | > loss_disc_real_3: 0.31224751472473145 (0.25895477175712595) | > loss_disc_real_4: 0.2785415053367615 (0.2677344900369644) | > loss_disc_real_5: 0.3101560175418854 (0.2559339100122452) | > loss_0: 2.5608866214752197 (2.3372273683547973) | > loss_gen: 3.2637035846710205 (2.9214344215393067) | > loss_kl: 2.2338640689849854 (2.153530559539795) | > loss_feat: 6.763497352600098 (7.398732242584228) | > loss_mel: 18.266904830932617 (19.338062019348143) | > loss_duration: 2.348146915435791 (2.2775997066497804) | > loss_1: 32.87611770629883 (34.08935897827149)  --> STEP: 26 | > loss_disc: 2.5167415142059326 (2.344131758579841) | > loss_disc_real_0: 0.1916910707950592 (0.17363720415876463) | > loss_disc_real_1: 0.3478737771511078 (0.23921313509345055) | > loss_disc_real_2: 0.19743706285953522 (0.2175572136273751) | > loss_disc_real_3: 0.18366658687591553 (0.25605907233861785) | > loss_disc_real_4: 0.21724513173103333 (0.26579259164058244) | > loss_disc_real_5: 0.21582245826721191 (0.25439116186820543) | > loss_0: 2.5167415142059326 (2.344131758579841) | > loss_gen: 2.8281917572021484 (2.9178481652186465) | > loss_kl: 1.7631632089614868 (2.1385164306713986) | > loss_feat: 12.951168060302734 (7.612287466342632) | > loss_mel: 21.32638931274414 (19.41453614601722) | > loss_duration: 2.308018684387207 (2.278769667331989) | > loss_1: 41.17692947387695 (34.36195784348709) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023341912489670976 (-5.063643822303182e-05) | > avg_loss_disc: 2.344131758579841 (+0.054430805719815734) | > avg_loss_disc_real_0: 0.17363720415876463 (+0.05711183954889959) | > avg_loss_disc_real_1: 0.23921313509345055 (+0.05091737067470184) | > avg_loss_disc_real_2: 0.2175572136273751 (-0.035316013945982966) | > avg_loss_disc_real_3: 0.25605907233861785 (-0.016121946275234056) | > avg_loss_disc_real_4: 0.26579259164058244 (+0.026072153678307147) | > avg_loss_disc_real_5: 0.25439116186820543 (+0.03984364723929992) | > avg_loss_0: 2.344131758579841 (+0.054430805719815734) | > avg_loss_gen: 2.9178481652186465 (+0.2946947446236243) | > avg_loss_kl: 2.1385164306713986 (-0.1250745837505045) | > avg_loss_feat: 7.612287466342632 (+0.1651337880354662) | > avg_loss_mel: 19.41453614601722 (+0.44364566069383216) | > avg_loss_duration: 2.278769667331989 (+0.007088074317344706) | > avg_loss_1: 34.36195784348709 (+0.7854876151451791)  > EPOCH: 175/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:36:54)   --> TIME: 2024-06-10 22:37:04 -- STEP: 24/330 -- GLOBAL_STEP: 145775 | > loss_disc: 2.1629414558410645 (2.2535659670829773) | > loss_disc_real_0: 0.07990851998329163 (0.11066981436063845) | > loss_disc_real_1: 0.19802641868591309 (0.1938116711874803) | > loss_disc_real_2: 0.19998618960380554 (0.20760961435735226) | > loss_disc_real_3: 0.21753130853176117 (0.2209830153733492) | > loss_disc_real_4: 0.2101227194070816 (0.21975495604177317) | > loss_disc_real_5: 0.20614010095596313 (0.22337363784511885) | > loss_0: 2.1629414558410645 (2.2535659670829773) | > grad_norm_0: tensor(5.8056, device='cuda:0') (tensor(12.0138, device='cuda:0')) | > loss_gen: 2.602275848388672 (2.617858330408732) | > loss_kl: 1.8823480606079102 (1.699633538722992) | > loss_feat: 8.309022903442383 (7.410803417364757) | > loss_mel: 19.276714324951172 (19.754098971684776) | > loss_duration: 2.055914878845215 (2.152081285913786) | > loss_1: 34.126277923583984 (33.63447539011637) | > grad_norm_1: tensor(70.7751, device='cuda:0') (tensor(123.8621, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3498 (0.3483787675698598) | > loader_time: 0.0032 (0.00310551126797994)  --> TIME: 2024-06-10 22:37:13 -- STEP: 49/330 -- GLOBAL_STEP: 145800 | > loss_disc: 2.2071914672851562 (2.2414077690669476) | > loss_disc_real_0: 0.10168372094631195 (0.10889049338138833) | > loss_disc_real_1: 0.19876091182231903 (0.19729532149373272) | > loss_disc_real_2: 0.17940813302993774 (0.20772743194687124) | > loss_disc_real_3: 0.2195415049791336 (0.21871051739673225) | > loss_disc_real_4: 0.20704439282417297 (0.21279593724377302) | > loss_disc_real_5: 0.20492233335971832 (0.2137848768307238) | > loss_0: 2.2071914672851562 (2.2414077690669476) | > grad_norm_0: tensor(16.6222, device='cuda:0') (tensor(11.3048, device='cuda:0')) | > loss_gen: 2.60164213180542 (2.6326309564162274) | > loss_kl: 1.7551552057266235 (1.6917793994047203) | > loss_feat: 7.6015543937683105 (7.455801506431735) | > loss_mel: 19.581148147583008 (19.646710142797353) | > loss_duration: 2.0321288108825684 (2.099537754545407) | > loss_1: 33.57162857055664 (33.52645951874401) | > grad_norm_1: tensor(223.1777, device='cuda:0') (tensor(120.1578, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3479 (0.3517842925324732) | > loader_time: 0.0033 (0.003289023224188357)  --> TIME: 2024-06-10 22:37:22 -- STEP: 74/330 -- GLOBAL_STEP: 145825 | > loss_disc: 2.260239362716675 (2.253092259974094) | > loss_disc_real_0: 0.1558474600315094 (0.10921700223273523) | > loss_disc_real_1: 0.16259551048278809 (0.19849424426620071) | > loss_disc_real_2: 0.2026779055595398 (0.2090911641716957) | > loss_disc_real_3: 0.20188955962657928 (0.2222731514154254) | > loss_disc_real_4: 0.23617829382419586 (0.21679977589362376) | > loss_disc_real_5: 0.21915344893932343 (0.21371794794056867) | > loss_0: 2.260239362716675 (2.253092259974094) | > grad_norm_0: tensor(9.0728, device='cuda:0') (tensor(12.9463, device='cuda:0')) | > loss_gen: 2.663163661956787 (2.624422849835576) | > loss_kl: 1.8026583194732666 (1.7045781402974516) | > loss_feat: 7.335722923278809 (7.508265301987931) | > loss_mel: 19.34401512145996 (19.5827755283665) | > loss_duration: 1.981288194656372 (2.0778911500363737) | > loss_1: 33.12684631347656 (33.497932794931764) | > grad_norm_1: tensor(160.0166, device='cuda:0') (tensor(141.4781, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3595 (0.3530980541899398) | > loader_time: 0.0037 (0.0034586610020817935)  --> TIME: 2024-06-10 22:37:31 -- STEP: 99/330 -- GLOBAL_STEP: 145850 | > loss_disc: 2.173892021179199 (2.258921799033581) | > loss_disc_real_0: 0.12146443128585815 (0.11059785893920696) | > loss_disc_real_1: 0.17528773844242096 (0.19892755466880221) | > loss_disc_real_2: 0.17431364953517914 (0.2102727009491487) | > loss_disc_real_3: 0.22968584299087524 (0.222878141535653) | > loss_disc_real_4: 0.2228984534740448 (0.21716679316578488) | > loss_disc_real_5: 0.19151213765144348 (0.21317246164938417) | > loss_0: 2.173892021179199 (2.258921799033581) | > grad_norm_0: tensor(23.6813, device='cuda:0') (tensor(13.1668, device='cuda:0')) | > loss_gen: 2.5322999954223633 (2.6140849108647815) | > loss_kl: 1.4938509464263916 (1.697609741278369) | > loss_feat: 7.792050838470459 (7.493659573371964) | > loss_mel: 19.645748138427734 (19.555412311746622) | > loss_duration: 2.055328845977783 (2.072264071666834) | > loss_1: 33.51927947998047 (33.43303048490274) | > grad_norm_1: tensor(131.9289, device='cuda:0') (tensor(147.2092, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3532 (0.3544088517776642) | > loader_time: 0.0038 (0.0035331706808070943)  --> TIME: 2024-06-10 22:37:40 -- STEP: 124/330 -- GLOBAL_STEP: 145875 | > loss_disc: 2.215467929840088 (2.261626774264921) | > loss_disc_real_0: 0.15041528642177582 (0.11105257498040315) | > loss_disc_real_1: 0.25085312128067017 (0.19939382230081865) | > loss_disc_real_2: 0.2055175006389618 (0.21085037158862238) | > loss_disc_real_3: 0.2632894217967987 (0.2227443523945347) | > loss_disc_real_4: 0.23826593160629272 (0.21725308210138353) | > loss_disc_real_5: 0.20630604028701782 (0.21176791359339991) | > loss_0: 2.215467929840088 (2.261626774264921) | > grad_norm_0: tensor(10.5391, device='cuda:0') (tensor(12.8376, device='cuda:0')) | > loss_gen: 2.7815752029418945 (2.6081961047264834) | > loss_kl: 1.7282168865203857 (1.6929371779964817) | > loss_feat: 8.08604621887207 (7.482429992768072) | > loss_mel: 19.741743087768555 (19.535860799974014) | > loss_duration: 2.076270580291748 (2.071700290326149) | > loss_1: 34.41385269165039 (33.391124310032) | > grad_norm_1: tensor(145.7411, device='cuda:0') (tensor(144.6733, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.382 (0.35647417076172355) | > loader_time: 0.0039 (0.003627223353232107)  --> TIME: 2024-06-10 22:37:50 -- STEP: 149/330 -- GLOBAL_STEP: 145900 | > loss_disc: 2.3525824546813965 (2.2659797828469506) | > loss_disc_real_0: 0.15901301801204681 (0.11274966035013231) | > loss_disc_real_1: 0.2196330726146698 (0.19935910293719913) | > loss_disc_real_2: 0.24157513678073883 (0.2116040926451651) | > loss_disc_real_3: 0.2156277894973755 (0.22296323042187915) | > loss_disc_real_4: 0.2106746882200241 (0.21785630985794452) | > loss_disc_real_5: 0.186842679977417 (0.2118609191587307) | > loss_0: 2.3525824546813965 (2.2659797828469506) | > grad_norm_0: tensor(31.1267, device='cuda:0') (tensor(13.3394, device='cuda:0')) | > loss_gen: 2.5141897201538086 (2.6062038936871006) | > loss_kl: 1.5966134071350098 (1.6925961819271116) | > loss_feat: 7.127714157104492 (7.475122038950056) | > loss_mel: 19.371383666992188 (19.526946266225526) | > loss_duration: 2.0967025756835938 (2.0727681169573886) | > loss_1: 32.70660400390625 (33.373636565752456) | > grad_norm_1: tensor(357.5553, device='cuda:0') (tensor(153.0104, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3596 (0.35831924572887025) | > loader_time: 0.0049 (0.0037489465419078033)  --> TIME: 2024-06-10 22:37:59 -- STEP: 174/330 -- GLOBAL_STEP: 145925 | > loss_disc: 2.338141441345215 (2.26231838779888) | > loss_disc_real_0: 0.11278855800628662 (0.11267164809864828) | > loss_disc_real_1: 0.2039209008216858 (0.1990576851470717) | > loss_disc_real_2: 0.2337702512741089 (0.21195082494924808) | > loss_disc_real_3: 0.24952128529548645 (0.22190369751261568) | > loss_disc_real_4: 0.2299453467130661 (0.2168472914517611) | > loss_disc_real_5: 0.20924097299575806 (0.21026914378349804) | > loss_0: 2.338141441345215 (2.26231838779888) | > grad_norm_0: tensor(43.8761, device='cuda:0') (tensor(15.7457, device='cuda:0')) | > loss_gen: 2.630467176437378 (2.609197213731962) | > loss_kl: 1.65866219997406 (1.6876097287254772) | > loss_feat: 7.254627227783203 (7.494222860226686) | > loss_mel: 18.4856014251709 (19.482042400316264) | > loss_duration: 2.178375720977783 (2.0757782760707792) | > loss_1: 32.207733154296875 (33.348850524288444) | > grad_norm_1: tensor(94.5529, device='cuda:0') (tensor(173.1187, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3752 (0.36076201789680545) | > loader_time: 0.0044 (0.0038508889318882734)  --> TIME: 2024-06-10 22:38:09 -- STEP: 199/330 -- GLOBAL_STEP: 145950 | > loss_disc: 2.273223638534546 (2.264884997851886) | > loss_disc_real_0: 0.1509116142988205 (0.11517431697429124) | > loss_disc_real_1: 0.20039139688014984 (0.19950453240667756) | > loss_disc_real_2: 0.20031516253948212 (0.21246559438693463) | > loss_disc_real_3: 0.19588619470596313 (0.2223946377260601) | > loss_disc_real_4: 0.23365238308906555 (0.21611316539534373) | > loss_disc_real_5: 0.21279118955135345 (0.209748031056706) | > loss_0: 2.273223638534546 (2.264884997851886) | > grad_norm_0: tensor(18.1490, device='cuda:0') (tensor(17.6907, device='cuda:0')) | > loss_gen: 2.405229330062866 (2.610874300626053) | > loss_kl: 1.4641544818878174 (1.6860443838876695) | > loss_feat: 7.008638381958008 (7.501049044144214) | > loss_mel: 18.68651008605957 (19.444988988751742) | > loss_duration: 2.194336414337158 (2.081970577862992) | > loss_1: 31.758867263793945 (33.32492734439404) | > grad_norm_1: tensor(139.3038, device='cuda:0') (tensor(192.0119, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3833 (0.3638093375680432) | > loader_time: 0.0051 (0.004000492431410594)  --> TIME: 2024-06-10 22:38:19 -- STEP: 224/330 -- GLOBAL_STEP: 145975 | > loss_disc: 2.3083715438842773 (2.262216897947449) | > loss_disc_real_0: 0.12904049456119537 (0.11422412840849054) | > loss_disc_real_1: 0.2123827487230301 (0.19974096471975958) | > loss_disc_real_2: 0.18920516967773438 (0.2124471453550671) | > loss_disc_real_3: 0.2070436328649521 (0.22232434572651982) | > loss_disc_real_4: 0.1994999796152115 (0.2154570095507162) | > loss_disc_real_5: 0.21863870322704315 (0.20943298337182825) | > loss_0: 2.3083715438842773 (2.262216897947449) | > grad_norm_0: tensor(44.7750, device='cuda:0') (tensor(19.5695, device='cuda:0')) | > loss_gen: 2.6231722831726074 (2.617471973810875) | > loss_kl: 1.7246111631393433 (1.6822907312640123) | > loss_feat: 7.748030662536621 (7.539184159466198) | > loss_mel: 19.107492446899414 (19.410086793558936) | > loss_duration: 2.18768310546875 (2.087520935705728) | > loss_1: 33.3909912109375 (33.33655467203683) | > grad_norm_1: tensor(534.5909, device='cuda:0') (tensor(205.9656, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.3885 (0.366475915270192) | > loader_time: 0.0057 (0.004149892500468663)  --> TIME: 2024-06-10 22:38:29 -- STEP: 249/330 -- GLOBAL_STEP: 146000 | > loss_disc: 2.273451328277588 (2.2617858787138307) | > loss_disc_real_0: 0.10997510701417923 (0.11383735261348836) | > loss_disc_real_1: 0.17136122286319733 (0.1993163709180901) | > loss_disc_real_2: 0.2065311223268509 (0.2124971731240491) | > loss_disc_real_3: 0.22971615195274353 (0.22240482288670826) | > loss_disc_real_4: 0.2290671318769455 (0.21586704290056802) | > loss_disc_real_5: 0.21759441494941711 (0.2093762398125177) | > loss_0: 2.273451328277588 (2.2617858787138307) | > grad_norm_0: tensor(22.3853, device='cuda:0') (tensor(19.9100, device='cuda:0')) | > loss_gen: 2.711601734161377 (2.6179775550183506) | > loss_kl: 1.8021788597106934 (1.6820156885438176) | > loss_feat: 7.142777442932129 (7.541744011951738) | > loss_mel: 19.22720718383789 (19.361496936844052) | > loss_duration: 2.1535325050354004 (2.0946466865309725) | > loss_1: 33.037296295166016 (33.29788094639297) | > grad_norm_1: tensor(398.3631, device='cuda:0') (tensor(212.9161, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.4036 (0.37033925286258534) | > loader_time: 0.0057 (0.004297807034718463) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_146000.pth  --> TIME: 2024-06-10 22:38:45 -- STEP: 274/330 -- GLOBAL_STEP: 146025 | > loss_disc: 2.3723552227020264 (2.2618409865093936) | > loss_disc_real_0: 0.13969343900680542 (0.11434180989698337) | > loss_disc_real_1: 0.23212562501430511 (0.19941923419271942) | > loss_disc_real_2: 0.24332989752292633 (0.2127169922646815) | > loss_disc_real_3: 0.2683430016040802 (0.22250963007881694) | > loss_disc_real_4: 0.27405330538749695 (0.21620592833870522) | > loss_disc_real_5: 0.28091952204704285 (0.20931938312349527) | > loss_0: 2.3723552227020264 (2.2618409865093936) | > grad_norm_0: tensor(14.1586, device='cuda:0') (tensor(20.2203, device='cuda:0')) | > loss_gen: 2.6169705390930176 (2.6181220964793726) | > loss_kl: 1.8845330476760864 (1.6869088737633977) | > loss_feat: 7.716005802154541 (7.559932202318289) | > loss_mel: 18.792831420898438 (19.33533223005977) | > loss_duration: 2.182445526123047 (2.1017883398237) | > loss_1: 33.192787170410156 (33.302083739399016) | > grad_norm_1: tensor(192.1969, device='cuda:0') (tensor(220.5986, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.4401 (0.37656776313364043) | > loader_time: 0.0069 (0.004478144819719077)  --> TIME: 2024-06-10 22:38:57 -- STEP: 299/330 -- GLOBAL_STEP: 146050 | > loss_disc: 2.2702138423919678 (2.2663234197176427) | > loss_disc_real_0: 0.13953542709350586 (0.11512930567896486) | > loss_disc_real_1: 0.17827510833740234 (0.19958655630864428) | > loss_disc_real_2: 0.19500625133514404 (0.21306568468892853) | > loss_disc_real_3: 0.20800207555294037 (0.22278000972542078) | > loss_disc_real_4: 0.2102704644203186 (0.2164425407365015) | > loss_disc_real_5: 0.1968979686498642 (0.20965534628035626) | > loss_0: 2.2702138423919678 (2.2663234197176427) | > grad_norm_0: tensor(28.4728, device='cuda:0') (tensor(20.9492, device='cuda:0')) | > loss_gen: 2.482581615447998 (2.610966841114005) | > loss_kl: 1.7714695930480957 (1.689726302057604) | > loss_feat: 6.9834065437316895 (7.559045780462565) | > loss_mel: 18.022205352783203 (19.276077666011535) | > loss_duration: 2.2585020065307617 (2.1108514832015004) | > loss_1: 31.518165588378906 (33.24666802779485) | > grad_norm_1: tensor(311.8276, device='cuda:0') (tensor(233.8852, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.4741 (0.3844634346340012) | > loader_time: 0.0084 (0.004686354793433758)  --> TIME: 2024-06-10 22:39:11 -- STEP: 324/330 -- GLOBAL_STEP: 146075 | > loss_disc: 2.402343511581421 (2.267382228080138) | > loss_disc_real_0: 0.19296027719974518 (0.11590313805658141) | > loss_disc_real_1: 0.2257208377122879 (0.19972073466137605) | > loss_disc_real_2: 0.2238454669713974 (0.21328000710518272) | > loss_disc_real_3: 0.18972672522068024 (0.22249655788879336) | > loss_disc_real_4: 0.21919658780097961 (0.21627429058706324) | > loss_disc_real_5: 0.1894678920507431 (0.20960112996859312) | > loss_0: 2.402343511581421 (2.267382228080138) | > grad_norm_0: tensor(77.1879, device='cuda:0') (tensor(22.4680, device='cuda:0')) | > loss_gen: 2.1536948680877686 (2.613732939884986) | > loss_kl: 1.8950927257537842 (1.6959730015124803) | > loss_feat: 9.232858657836914 (7.619620610166479) | > loss_mel: 17.724294662475586 (19.223321066962324) | > loss_duration: 2.3145341873168945 (2.124021313072721) | > loss_1: 33.320472717285156 (33.27666889002292) | > grad_norm_1: tensor(370.0258, device='cuda:0') (tensor(246.3901, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.5828 (0.3977249492833641) | > loader_time: 0.0093 (0.004978728883060408)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4542651176452637 (2.4542651176452637) | > loss_disc_real_0: 0.1434369683265686 (0.1434369683265686) | > loss_disc_real_1: 0.20880697667598724 (0.20880697667598724) | > loss_disc_real_2: 0.3157930374145508 (0.3157930374145508) | > loss_disc_real_3: 0.2451581358909607 (0.2451581358909607) | > loss_disc_real_4: 0.2943498492240906 (0.2943498492240906) | > loss_disc_real_5: 0.23388022184371948 (0.23388022184371948) | > loss_0: 2.4542651176452637 (2.4542651176452637) | > loss_gen: 2.4540138244628906 (2.4540138244628906) | > loss_kl: 1.9859014749526978 (1.9859014749526978) | > loss_feat: 5.039793491363525 (5.039793491363525) | > loss_mel: 16.650081634521484 (16.650081634521484) | > loss_duration: 2.88488507270813 (2.88488507270813) | > loss_1: 29.014677047729492 (29.014677047729492)  --> STEP: 1 | > loss_disc: 2.0087828636169434 (2.0087828636169434) | > loss_disc_real_0: 0.06211991608142853 (0.06211991608142853) | > loss_disc_real_1: 0.08849858492612839 (0.08849858492612839) | > loss_disc_real_2: 0.16101782023906708 (0.16101782023906708) | > loss_disc_real_3: 0.14629830420017242 (0.14629830420017242) | > loss_disc_real_4: 0.22699066996574402 (0.22699066996574402) | > loss_disc_real_5: 0.25677207112312317 (0.25677207112312317) | > loss_0: 2.0087828636169434 (2.0087828636169434) | > loss_gen: 2.5303988456726074 (2.5303988456726074) | > loss_kl: 2.163712501525879 (2.163712501525879) | > loss_feat: 7.986825942993164 (7.986825942993164) | > loss_mel: 21.63564682006836 (21.63564682006836) | > loss_duration: 2.398980140686035 (2.398980140686035) | > loss_1: 36.7155647277832 (36.7155647277832)  --> STEP: 2 | > loss_disc: 2.4381582736968994 (2.2234705686569214) | > loss_disc_real_0: 0.13071586191654205 (0.09641788899898529) | > loss_disc_real_1: 0.1904737502336502 (0.1394861675798893) | > loss_disc_real_2: 0.3207196295261383 (0.2408687248826027) | > loss_disc_real_3: 0.3118216097354889 (0.22905995696783066) | > loss_disc_real_4: 0.2825167179107666 (0.2547536939382553) | > loss_disc_real_5: 0.3298304080963135 (0.2933012396097183) | > loss_0: 2.4381582736968994 (2.2234705686569214) | > loss_gen: 2.7097907066345215 (2.6200947761535645) | > loss_kl: 1.6229164600372314 (1.8933144807815552) | > loss_feat: 6.420714855194092 (7.203770399093628) | > loss_mel: 19.9971866607666 (20.81641674041748) | > loss_duration: 2.4022231101989746 (2.400601625442505) | > loss_1: 33.15283203125 (34.9341983795166)  --> STEP: 3 | > loss_disc: 2.224763870239258 (2.2239016691843667) | > loss_disc_real_0: 0.11908760666847229 (0.10397446155548096) | > loss_disc_real_1: 0.15149806439876556 (0.1434901331861814) | > loss_disc_real_2: 0.22963117063045502 (0.23712287346522012) | > loss_disc_real_3: 0.2526274621486664 (0.23691579202810922) | > loss_disc_real_4: 0.2000487595796585 (0.23651871581872305) | > loss_disc_real_5: 0.26707780361175537 (0.284560094277064) | > loss_0: 2.224763870239258 (2.2239016691843667) | > loss_gen: 2.4717507362365723 (2.5706467628479004) | > loss_kl: 2.7393178939819336 (2.1753156185150146) | > loss_feat: 6.670995235443115 (7.02617867787679) | > loss_mel: 18.168060302734375 (19.933631261189777) | > loss_duration: 2.197902202606201 (2.333035151163737) | > loss_1: 32.248023986816406 (34.0388069152832)  --> STEP: 4 | > loss_disc: 2.3922314643859863 (2.2659841179847717) | > loss_disc_real_0: 0.08731304109096527 (0.09980910643935204) | > loss_disc_real_1: 0.2421523481607437 (0.16815568692982197) | > loss_disc_real_2: 0.2622743546962738 (0.24341074377298355) | > loss_disc_real_3: 0.25468140840530396 (0.2413571961224079) | > loss_disc_real_4: 0.19041019678115845 (0.2249915860593319) | > loss_disc_real_5: 0.2016933709383011 (0.2638434134423733) | > loss_0: 2.3922314643859863 (2.2659841179847717) | > loss_gen: 2.3491287231445312 (2.515267252922058) | > loss_kl: 2.5591485500335693 (2.2712738513946533) | > loss_feat: 6.966489315032959 (7.0112563371658325) | > loss_mel: 20.13075828552246 (19.98291301727295) | > loss_duration: 2.2496190071105957 (2.3121811151504517) | > loss_1: 34.25514221191406 (34.09289073944092)  --> STEP: 5 | > loss_disc: 1.789636492729187 (2.170714592933655) | > loss_disc_real_0: 0.08473281562328339 (0.09679384827613831) | > loss_disc_real_1: 0.20450203120708466 (0.1754249557852745) | > loss_disc_real_2: 0.269401490688324 (0.24860889315605164) | > loss_disc_real_3: 0.178441122174263 (0.22877398133277893) | > loss_disc_real_4: 0.1553756445646286 (0.21106839776039124) | > loss_disc_real_5: 0.12251931428909302 (0.23557859361171724) | > loss_0: 1.789636492729187 (2.170714592933655) | > loss_gen: 3.081211566925049 (2.6284561157226562) | > loss_kl: 1.6228646039962769 (2.141592001914978) | > loss_feat: 8.76940631866455 (7.3628863334655765) | > loss_mel: 20.421977996826172 (20.070726013183595) | > loss_duration: 2.3079745769500732 (2.311339807510376) | > loss_1: 36.20343780517578 (34.51500015258789)  --> STEP: 6 | > loss_disc: 2.3917276859283447 (2.2075501084327698) | > loss_disc_real_0: 0.10937966406345367 (0.09889148424069087) | > loss_disc_real_1: 0.22744935750961304 (0.1840956894059976) | > loss_disc_real_2: 0.3238275647163391 (0.26114533841609955) | > loss_disc_real_3: 0.2425234168767929 (0.23106555392344794) | > loss_disc_real_4: 0.2175510972738266 (0.21214884767929712) | > loss_disc_real_5: 0.1934911459684372 (0.22856401900450388) | > loss_0: 2.3917276859283447 (2.2075501084327698) | > loss_gen: 2.380556344985962 (2.5871394872665405) | > loss_kl: 2.2452099323272705 (2.1588616569836936) | > loss_feat: 5.931474208831787 (7.124317646026611) | > loss_mel: 19.515737533569336 (19.978227933247883) | > loss_duration: 2.0894947052001953 (2.2743656237920127) | > loss_1: 32.162471771240234 (34.122912089029946)  --> STEP: 7 | > loss_disc: 2.3679542541503906 (2.23046498639243) | > loss_disc_real_0: 0.12613224983215332 (0.10278302218232836) | > loss_disc_real_1: 0.20647303760051727 (0.18729245343378612) | > loss_disc_real_2: 0.3327496647834778 (0.2713745278971536) | > loss_disc_real_3: 0.2960696518421173 (0.24035185362611497) | > loss_disc_real_4: 0.24694181978702545 (0.21711927226611547) | > loss_disc_real_5: 0.2868202328681946 (0.2368863352707454) | > loss_0: 2.3679542541503906 (2.23046498639243) | > loss_gen: 2.6362462043762207 (2.5941547325679233) | > loss_kl: 2.813018321990967 (2.2523126091275896) | > loss_feat: 6.964020729064941 (7.101418086460659) | > loss_mel: 19.035770416259766 (19.843591145106725) | > loss_duration: 2.395531177520752 (2.2916749886104038) | > loss_1: 33.84458541870117 (34.083151136125835)  --> STEP: 8 | > loss_disc: 2.0464155673980713 (2.207458809018135) | > loss_disc_real_0: 0.06724239140748978 (0.09834044333547354) | > loss_disc_real_1: 0.15443159639835358 (0.18318484630435705) | > loss_disc_real_2: 0.256593257188797 (0.269526869058609) | > loss_disc_real_3: 0.15356950461864471 (0.2295040600001812) | > loss_disc_real_4: 0.12043290585279465 (0.20503347646445036) | > loss_disc_real_5: 0.17843908071517944 (0.22958042845129967) | > loss_0: 2.0464155673980713 (2.207458809018135) | > loss_gen: 2.533644914627075 (2.5865910053253174) | > loss_kl: 2.5244293212890625 (2.2863271981477737) | > loss_feat: 11.62374210357666 (7.666708588600159) | > loss_mel: 20.8261775970459 (19.96641445159912) | > loss_duration: 2.1185665130615234 (2.270036429166794) | > loss_1: 39.626564025878906 (34.77607774734497)  --> STEP: 9 | > loss_disc: 2.236842393875122 (2.2107236517800226) | > loss_disc_real_0: 0.0769411101937294 (0.09596273965305752) | > loss_disc_real_1: 0.15330058336257935 (0.17986437264415953) | > loss_disc_real_2: 0.2864675223827362 (0.27140916387240094) | > loss_disc_real_3: 0.30369850993156433 (0.23774788777033487) | > loss_disc_real_4: 0.2250552922487259 (0.2072581226627032) | > loss_disc_real_5: 0.27071714401245117 (0.23415117462476095) | > loss_0: 2.236842393875122 (2.2107236517800226) | > loss_gen: 2.771789312362671 (2.6071685949961343) | > loss_kl: 2.3390872478485107 (2.2921894258923) | > loss_feat: 9.987613677978516 (7.924586931864421) | > loss_mel: 20.096294403076172 (19.980845557318794) | > loss_duration: 2.1324172019958496 (2.2547454039255777) | > loss_1: 37.32720184326172 (35.05953598022461)  --> STEP: 10 | > loss_disc: 2.0048911571502686 (2.190140402317047) | > loss_disc_real_0: 0.143631249666214 (0.10072959065437317) | > loss_disc_real_1: 0.16488808393478394 (0.17836674377322198) | > loss_disc_real_2: 0.20478247106075287 (0.2647464945912361) | > loss_disc_real_3: 0.22042658925056458 (0.23601575791835785) | > loss_disc_real_4: 0.1687646061182022 (0.2034087710082531) | > loss_disc_real_5: 0.11947058886289597 (0.22268311604857444) | > loss_0: 2.0048911571502686 (2.190140402317047) | > loss_gen: 2.5422964096069336 (2.6006813764572145) | > loss_kl: 2.344017505645752 (2.2973722338676454) | > loss_feat: 7.530156135559082 (7.885143852233886) | > loss_mel: 19.633007049560547 (19.94606170654297) | > loss_duration: 2.2582848072052 (2.25509934425354) | > loss_1: 34.307762145996094 (34.984358596801755)  --> STEP: 11 | > loss_disc: 2.6178746223449707 (2.2290253314104946) | > loss_disc_real_0: 0.1500304937362671 (0.10521149093454535) | > loss_disc_real_1: 0.27384743094444275 (0.18704680624333295) | > loss_disc_real_2: 0.23988495767116547 (0.2624863548712297) | > loss_disc_real_3: 0.3183542788028717 (0.2435010779987682) | > loss_disc_real_4: 0.2656306028366089 (0.20906530117446726) | > loss_disc_real_5: 0.28426486253738403 (0.22828145663846622) | > loss_0: 2.6178746223449707 (2.2290253314104946) | > loss_gen: 2.4051127433776855 (2.5829024098136206) | > loss_kl: 2.517622947692871 (2.3173950260335747) | > loss_feat: 5.29362678527832 (7.6495513916015625) | > loss_mel: 17.677852630615234 (19.73986088145863) | > loss_duration: 2.4058661460876465 (2.26880541714755) | > loss_1: 30.300081253051758 (34.55851520191539)  --> STEP: 12 | > loss_disc: 2.4232592582702637 (2.245211491982142) | > loss_disc_real_0: 0.08311506360769272 (0.10337012199064095) | > loss_disc_real_1: 0.35138633847236633 (0.20074176726241907) | > loss_disc_real_2: 0.38818979263305664 (0.27296164135138196) | > loss_disc_real_3: 0.2544771134853363 (0.24441574762264887) | > loss_disc_real_4: 0.23691579699516296 (0.2113861758261919) | > loss_disc_real_5: 0.19315819442272186 (0.22535451812048754) | > loss_0: 2.4232592582702637 (2.245211491982142) | > loss_gen: 2.532888412475586 (2.5787345767021175) | > loss_kl: 2.3797214031219482 (2.3225888907909393) | > loss_feat: 6.216687202453613 (7.5301460425059) | > loss_mel: 18.972501754760742 (19.67591428756714) | > loss_duration: 2.1658616065979004 (2.260226766268412) | > loss_1: 32.267662048339844 (34.36761077245076)  --> STEP: 13 | > loss_disc: 2.3036575317382812 (2.249707341194153) | > loss_disc_real_0: 0.09179769456386566 (0.10247993526550439) | > loss_disc_real_1: 0.2515147924423218 (0.20464738458395004) | > loss_disc_real_2: 0.27166318893432617 (0.2728617603962238) | > loss_disc_real_3: 0.26256728172302246 (0.24581201947652376) | > loss_disc_real_4: 0.23784594237804413 (0.2134215424840267) | > loss_disc_real_5: 0.24707703292369843 (0.2270254807976576) | > loss_0: 2.3036575317382812 (2.249707341194153) | > loss_gen: 2.5928726196289062 (2.5798221184657164) | > loss_kl: 2.306792736053467 (2.32137380196498) | > loss_feat: 7.979549884796143 (7.5647155688359184) | > loss_mel: 19.526968002319336 (19.664456881009617) | > loss_duration: 2.147165536880493 (2.2515297486231876) | > loss_1: 34.553348541259766 (34.38189829312837)  --> STEP: 14 | > loss_disc: 2.048663854598999 (2.235347092151642) | > loss_disc_real_0: 0.09305094182491302 (0.10180643573403358) | > loss_disc_real_1: 0.18669013679027557 (0.203364724027259) | > loss_disc_real_2: 0.2171434760093689 (0.26888188294001986) | > loss_disc_real_3: 0.1891375631093979 (0.24176384402172907) | > loss_disc_real_4: 0.17701460421085358 (0.21082104689308576) | > loss_disc_real_5: 0.16981731355190277 (0.22293918313724653) | > loss_0: 2.048663854598999 (2.235347092151642) | > loss_gen: 2.687079906463623 (2.5874833890369957) | > loss_kl: 2.768632411956787 (2.353320845535823) | > loss_feat: 8.762650489807129 (7.650282348905291) | > loss_mel: 21.154767990112305 (19.770907674516952) | > loss_duration: 2.344656467437744 (2.2581816571099416) | > loss_1: 37.71778869628906 (34.62017617906842)  --> STEP: 15 | > loss_disc: 2.4680933952331543 (2.250863512357076) | > loss_disc_real_0: 0.0865543857216835 (0.10078963239987691) | > loss_disc_real_1: 0.22545142471790314 (0.20483717073996863) | > loss_disc_real_2: 0.25161445140838623 (0.267730720837911) | > loss_disc_real_3: 0.2372504025697708 (0.24146294792493184) | > loss_disc_real_4: 0.21775862574577332 (0.21128355214993158) | > loss_disc_real_5: 0.22697250545024872 (0.22320807129144668) | > loss_0: 2.4680933952331543 (2.250863512357076) | > loss_gen: 2.2707133293151855 (2.5663653850555415) | > loss_kl: 2.748305559158325 (2.3796531597773236) | > loss_feat: 7.720803737640381 (7.6549837748209635) | > loss_mel: 20.629291534423828 (19.82813326517741) | > loss_duration: 2.2626500129699707 (2.2584795475006105) | > loss_1: 35.63176345825195 (34.68761533101399)  --> STEP: 16 | > loss_disc: 2.197615146636963 (2.247535489499569) | > loss_disc_real_0: 0.14960163831710815 (0.10384038276970387) | > loss_disc_real_1: 0.2570306062698364 (0.20809926046058536) | > loss_disc_real_2: 0.3650364577770233 (0.2738123293966055) | > loss_disc_real_3: 0.27374067902565 (0.24348030611872673) | > loss_disc_real_4: 0.25154224038124084 (0.21379972016438842) | > loss_disc_real_5: 0.21128837764263153 (0.22246309043839574) | > loss_0: 2.197615146636963 (2.247535489499569) | > loss_gen: 3.169569730758667 (2.604065656661987) | > loss_kl: 1.842468500137329 (2.3460791185498238) | > loss_feat: 8.533251762390137 (7.709875524044037) | > loss_mel: 18.65886688232422 (19.755054116249084) | > loss_duration: 2.331101417541504 (2.263018414378166) | > loss_1: 34.53525924682617 (34.67809307575225)  --> STEP: 17 | > loss_disc: 2.471066474914551 (2.260684370994568) | > loss_disc_real_0: 0.08979035913944244 (0.1030139107914532) | > loss_disc_real_1: 0.23088134825229645 (0.20943938327186248) | > loss_disc_real_2: 0.3232545852661133 (0.27672069738892946) | > loss_disc_real_3: 0.29198315739631653 (0.2463334150174085) | > loss_disc_real_4: 0.3040402829647064 (0.21910798856440714) | > loss_disc_real_5: 0.2826592028141022 (0.226004038225202) | > loss_0: 2.471066474914551 (2.260684370994568) | > loss_gen: 2.554119825363159 (2.6011276665855854) | > loss_kl: 1.7656759023666382 (2.311937752891989) | > loss_feat: 6.1184587478637695 (7.6162627725040215) | > loss_mel: 19.357906341552734 (19.731692482443417) | > loss_duration: 2.363828659057617 (2.268948428771075) | > loss_1: 32.15998840332031 (34.52996927149155)  --> STEP: 18 | > loss_disc: 2.4552526473999023 (2.271493719683753) | > loss_disc_real_0: 0.07349079847335815 (0.10137373788489236) | > loss_disc_real_1: 0.2588993012905121 (0.2121871564951208) | > loss_disc_real_2: 0.22595980763435364 (0.2739006479581197) | > loss_disc_real_3: 0.3900901675224304 (0.2543199012676875) | > loss_disc_real_4: 0.28987443447113037 (0.2230394577814473) | > loss_disc_real_5: 0.307094544172287 (0.2305090663333734) | > loss_0: 2.4552526473999023 (2.271493719683753) | > loss_gen: 2.8243775367736816 (2.6135304371515904) | > loss_kl: 2.1792428493499756 (2.304565813806322) | > loss_feat: 7.653767108917236 (7.6183463467492) | > loss_mel: 23.80330467224121 (19.957893159654404) | > loss_duration: 2.1780624389648438 (2.2638992071151733) | > loss_1: 38.638755798339844 (34.758235189649795)  --> STEP: 19 | > loss_disc: 2.577638864517212 (2.287606622043409) | > loss_disc_real_0: 0.1873166561126709 (0.10589704937056492) | > loss_disc_real_1: 0.24206510186195374 (0.21375967993548042) | > loss_disc_real_2: 0.35789451003074646 (0.27832137754088954) | > loss_disc_real_3: 0.3546987771987915 (0.25960300000090347) | > loss_disc_real_4: 0.2802734076976776 (0.22605177093493312) | > loss_disc_real_5: 0.33210489153862 (0.23585621502838636) | > loss_0: 2.577638864517212 (2.287606622043409) | > loss_gen: 2.8523640632629395 (2.626100627999556) | > loss_kl: 1.5493202209472656 (2.2648160457611084) | > loss_feat: 7.252170085906982 (7.599073911968031) | > loss_mel: 18.819217681884766 (19.89796287135074) | > loss_duration: 2.274099111557007 (2.264436044191059) | > loss_1: 32.747169494628906 (34.65238962675396)  --> STEP: 20 | > loss_disc: 2.21854305267334 (2.2841534435749056) | > loss_disc_real_0: 0.053949709981679916 (0.10329968240112067) | > loss_disc_real_1: 0.1790536642074585 (0.21202437914907932) | > loss_disc_real_2: 0.24959897994995117 (0.27688525766134264) | > loss_disc_real_3: 0.26591724157333374 (0.259918712079525) | > loss_disc_real_4: 0.26151925325393677 (0.2278251450508833) | > loss_disc_real_5: 0.32036224007606506 (0.2400815162807703) | > loss_0: 2.21854305267334 (2.2841534435749056) | > loss_gen: 2.64721941947937 (2.6271565675735467) | > loss_kl: 1.9336053133010864 (2.248255509138107) | > loss_feat: 6.835848808288574 (7.560912656784057) | > loss_mel: 21.304203033447266 (19.968274879455567) | > loss_duration: 2.293583869934082 (2.2658934354782105) | > loss_1: 35.014461517333984 (34.67049322128296)  --> STEP: 21 | > loss_disc: 2.396516799926758 (2.2895040795916604) | > loss_disc_real_0: 0.06260103732347488 (0.10136165168313753) | > loss_disc_real_1: 0.1543222814798355 (0.20927666021244867) | > loss_disc_real_2: 0.2801870107650757 (0.2770424839996156) | > loss_disc_real_3: 0.28315648436546326 (0.26102527266456965) | > loss_disc_real_4: 0.25644344091415405 (0.22918792104437238) | > loss_disc_real_5: 0.3211285173892975 (0.24394089728593826) | > loss_0: 2.396516799926758 (2.2895040795916604) | > loss_gen: 2.613452672958374 (2.6265040011633003) | > loss_kl: 2.2965331077575684 (2.2505544424057007) | > loss_feat: 8.371984481811523 (7.599535124642508) | > loss_mel: 19.05185890197754 (19.924636023385183) | > loss_duration: 2.1933016777038574 (2.2624366851080033) | > loss_1: 34.527130126953125 (34.66366640726725)  --> STEP: 22 | > loss_disc: 1.912595272064209 (2.2723718610676853) | > loss_disc_real_0: 0.06127411872148514 (0.09953949109397152) | > loss_disc_real_1: 0.2033969610929489 (0.2090094011615623) | > loss_disc_real_2: 0.24406127631664276 (0.27554333819584415) | > loss_disc_real_3: 0.23911453783512115 (0.260029330172322) | > loss_disc_real_4: 0.20865577459335327 (0.22825464166023515) | > loss_disc_real_5: 0.22154216468334198 (0.24292277307672935) | > loss_0: 1.912595272064209 (2.2723718610676853) | > loss_gen: 3.0197274684906006 (2.644377795132723) | > loss_kl: 1.9140363931655884 (2.235258167440241) | > loss_feat: 10.143736839294434 (7.7151806571266865) | > loss_mel: 19.780214309692383 (19.91807140003551) | > loss_duration: 2.133674144744873 (2.2565838423642246) | > loss_1: 36.991390228271484 (34.769472035494715)  --> STEP: 23 | > loss_disc: 2.6571414470672607 (2.2891009735024492) | > loss_disc_real_0: 0.19252145290374756 (0.10358218508570091) | > loss_disc_real_1: 0.25849416851997375 (0.21116091278584107) | > loss_disc_real_2: 0.3386090397834778 (0.27828532522139343) | > loss_disc_real_3: 0.29510635137557983 (0.26155441805072455) | > loss_disc_real_4: 0.2224075198173523 (0.22800041897141415) | > loss_disc_real_5: 0.25285255908966064 (0.24335450290337854) | > loss_0: 2.6571414470672607 (2.2891009735024492) | > loss_gen: 2.6124484539031982 (2.6429895629053526) | > loss_kl: 2.484902858734131 (2.246112284453019) | > loss_feat: 9.043839454650879 (7.772948430932087) | > loss_mel: 18.79465103149414 (19.869227036185887) | > loss_duration: 2.251619338989258 (2.2563679943914) | > loss_1: 35.187461853027344 (34.787645505822226)  --> STEP: 24 | > loss_disc: 2.3869848251342773 (2.293179467320442) | > loss_disc_real_0: 0.10361035168170929 (0.10358335869386792) | > loss_disc_real_1: 0.25675904750823975 (0.213060835065941) | > loss_disc_real_2: 0.3357989192008972 (0.2806817249705394) | > loss_disc_real_3: 0.2269260436296463 (0.26011156911651295) | > loss_disc_real_4: 0.24105407297611237 (0.22854432122160992) | > loss_disc_real_5: 0.21491578221321106 (0.24216955620795488) | > loss_0: 2.3869848251342773 (2.293179467320442) | > loss_gen: 2.5301077365875244 (2.638286153475443) | > loss_kl: 2.235125780105591 (2.245654513438543) | > loss_feat: 7.189385414123535 (7.74863330523173) | > loss_mel: 19.946514129638672 (19.872447331746418) | > loss_duration: 2.3606295585632324 (2.260712226231893) | > loss_1: 34.26176071166992 (34.765733639399215)  --> STEP: 25 | > loss_disc: 2.6377711296081543 (2.3069631338119505) | > loss_disc_real_0: 0.1532929390668869 (0.10557174190878868) | > loss_disc_real_1: 0.16740021109580994 (0.21123441010713578) | > loss_disc_real_2: 0.25385546684265137 (0.2796086746454239) | > loss_disc_real_3: 0.372441828250885 (0.2646047794818878) | > loss_disc_real_4: 0.3414961099624634 (0.23306239277124405) | > loss_disc_real_5: 0.3540312647819519 (0.24664402455091478) | > loss_0: 2.6377711296081543 (2.3069631338119505) | > loss_gen: 2.6033504009246826 (2.6368887233734126) | > loss_kl: 2.4590203762054443 (2.254189147949219) | > loss_feat: 5.944777488708496 (7.6764790725708005) | > loss_mel: 18.721630096435547 (19.826414642333983) | > loss_duration: 2.3229103088378906 (2.2632001495361327) | > loss_1: 32.05168914794922 (34.65717185974122)  --> STEP: 26 | > loss_disc: 2.37481689453125 (2.309572893839616) | > loss_disc_real_0: 0.18386471271514893 (0.10858301001672561) | > loss_disc_real_1: 0.16309359669685364 (0.20938284036058646) | > loss_disc_real_2: 0.22349458932876587 (0.2774504405947832) | > loss_disc_real_3: 0.17752188444137573 (0.26125543736494505) | > loss_disc_real_4: 0.16672387719154358 (0.23051091140279403) | > loss_disc_real_5: 0.14437420666217804 (0.24271057001673257) | > loss_0: 2.37481689453125 (2.309572893839616) | > loss_gen: 1.9039791822433472 (2.60869989486841) | > loss_kl: 1.733283519744873 (2.2341543160952053) | > loss_feat: 10.300399780273438 (7.7773990997901326) | > loss_mel: 15.775877952575684 (19.67062476965097) | > loss_duration: 2.2699379920959473 (2.2634592973268948) | > loss_1: 31.983478546142578 (34.554337501525886) --> EVAL PERFORMANCE | > avg_loader_time: 0.002518158692580003 (+0.00018396744361290525) | > avg_loss_disc: 2.309572893839616 (-0.03455886474022529) | > avg_loss_disc_real_0: 0.10858301001672561 (-0.06505419414203902) | > avg_loss_disc_real_1: 0.20938284036058646 (-0.029830294732864082) | > avg_loss_disc_real_2: 0.2774504405947832 (+0.05989322696740809) | > avg_loss_disc_real_3: 0.26125543736494505 (+0.005196365026327199) | > avg_loss_disc_real_4: 0.23051091140279403 (-0.03528168023778841) | > avg_loss_disc_real_5: 0.24271057001673257 (-0.011680591851472855) | > avg_loss_0: 2.309572893839616 (-0.03455886474022529) | > avg_loss_gen: 2.60869989486841 (-0.3091482703502364) | > avg_loss_kl: 2.2341543160952053 (+0.09563788542380669) | > avg_loss_feat: 7.7773990997901326 (+0.16511163344750024) | > avg_loss_mel: 19.67062476965097 (+0.25608862363375096) | > avg_loss_duration: 2.2634592973268948 (-0.015310370005094054) | > avg_loss_1: 34.554337501525886 (+0.19237965803879575)  > EPOCH: 176/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:39:35)   --> TIME: 2024-06-10 22:39:43 -- STEP: 19/330 -- GLOBAL_STEP: 146100 | > loss_disc: 2.262446403503418 (2.282103362836336) | > loss_disc_real_0: 0.07542222738265991 (0.09837924610627324) | > loss_disc_real_1: 0.18904264271259308 (0.19247051053925565) | > loss_disc_real_2: 0.21246524155139923 (0.21707910142446818) | > loss_disc_real_3: 0.22171877324581146 (0.2349659761315898) | > loss_disc_real_4: 0.20334383845329285 (0.21449557887880424) | > loss_disc_real_5: 0.25141602754592896 (0.2286801753859771) | > loss_0: 2.262446403503418 (2.282103362836336) | > grad_norm_0: tensor(27.9035, device='cuda:0') (tensor(13.1010, device='cuda:0')) | > loss_gen: 2.656510829925537 (2.6330829294104325) | > loss_kl: 1.7082250118255615 (1.6733864483080412) | > loss_feat: 7.457841873168945 (7.1180604382565145) | > loss_mel: 18.176963806152344 (19.330771596808184) | > loss_duration: 2.0710902214050293 (2.1785873111925627) | > loss_1: 32.07063293457031 (32.9338886863307) | > grad_norm_1: tensor(344.0962, device='cuda:0') (tensor(202.6400, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.338 (0.3537857657984683) | > loader_time: 0.0035 (0.0033592926828484785)  --> TIME: 2024-06-10 22:39:52 -- STEP: 44/330 -- GLOBAL_STEP: 146125 | > loss_disc: 2.222025156021118 (2.2864024530757563) | > loss_disc_real_0: 0.09873177111148834 (0.10351850278675556) | > loss_disc_real_1: 0.18438304960727692 (0.19517659666863352) | > loss_disc_real_2: 0.17931245267391205 (0.21618507904085246) | > loss_disc_real_3: 0.25909197330474854 (0.23169933598149905) | > loss_disc_real_4: 0.2533235251903534 (0.22172010893171484) | > loss_disc_real_5: 0.25712713599205017 (0.2218484411185438) | > loss_0: 2.222025156021118 (2.2864024530757563) | > grad_norm_0: tensor(6.4165, device='cuda:0') (tensor(16.4357, device='cuda:0')) | > loss_gen: 2.7333879470825195 (2.6249368136579347) | > loss_kl: 1.7681711912155151 (1.7360866638747128) | > loss_feat: 7.813170433044434 (7.254214481873945) | > loss_mel: 19.57769012451172 (19.4049559506503) | > loss_duration: 1.9909827709197998 (2.107588535005397) | > loss_1: 33.883399963378906 (33.12778221477162) | > grad_norm_1: tensor(185.9086, device='cuda:0') (tensor(234.3268, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.3495 (0.347541175105355) | > loader_time: 0.0032 (0.0033108266917142)  --> TIME: 2024-06-10 22:40:00 -- STEP: 69/330 -- GLOBAL_STEP: 146150 | > loss_disc: 2.2880358695983887 (2.268929491872374) | > loss_disc_real_0: 0.11194334179162979 (0.10517548013856445) | > loss_disc_real_1: 0.1564275026321411 (0.19650156839170319) | > loss_disc_real_2: 0.18797096610069275 (0.2143807409034259) | > loss_disc_real_3: 0.2175367772579193 (0.22706207265888434) | > loss_disc_real_4: 0.2367963194847107 (0.21908405487952026) | > loss_disc_real_5: 0.22013744711875916 (0.21559813100358713) | > loss_0: 2.2880358695983887 (2.268929491872374) | > grad_norm_0: tensor(21.1360, device='cuda:0') (tensor(15.3254, device='cuda:0')) | > loss_gen: 2.5114383697509766 (2.6169388605200727) | > loss_kl: 1.8347885608673096 (1.729720291884049) | > loss_feat: 7.642704963684082 (7.337771519370701) | > loss_mel: 18.80725860595703 (19.33981494627137) | > loss_duration: 1.993282437324524 (2.082794706026714) | > loss_1: 32.78947448730469 (33.10704023941703) | > grad_norm_1: tensor(117.5161, device='cuda:0') (tensor(203.6749, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.3585 (0.34845171458479285) | > loader_time: 0.0033 (0.00338788654493249)  --> TIME: 2024-06-10 22:40:10 -- STEP: 94/330 -- GLOBAL_STEP: 146175 | > loss_disc: 2.250666379928589 (2.268788822153782) | > loss_disc_real_0: 0.12839007377624512 (0.10842254028675403) | > loss_disc_real_1: 0.23361794650554657 (0.19777303030516236) | > loss_disc_real_2: 0.24922820925712585 (0.21515003052797724) | > loss_disc_real_3: 0.2135193645954132 (0.2261501763095247) | > loss_disc_real_4: 0.21118797361850739 (0.2182257333968548) | > loss_disc_real_5: 0.17914782464504242 (0.2126363344649051) | > loss_0: 2.250666379928589 (2.268788822153782) | > grad_norm_0: tensor(8.2132, device='cuda:0') (tensor(14.6859, device='cuda:0')) | > loss_gen: 2.5847861766815186 (2.613749496480252) | > loss_kl: 1.9707037210464478 (1.7352620769054332) | > loss_feat: 7.603368282318115 (7.383071458086055) | > loss_mel: 19.31418800354004 (19.31501591459234) | > loss_duration: 2.0793685913085938 (2.07359349854449) | > loss_1: 33.55241394042969 (33.120692313985614) | > grad_norm_1: tensor(161.1420, device='cuda:0') (tensor(187.4535, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.3555 (0.35010966595183013) | > loader_time: 0.0039 (0.003500961242838109)  --> TIME: 2024-06-10 22:40:19 -- STEP: 119/330 -- GLOBAL_STEP: 146200 | > loss_disc: 2.3639516830444336 (2.274077108928136) | > loss_disc_real_0: 0.15362024307250977 (0.10930372999996699) | > loss_disc_real_1: 0.21377994120121002 (0.19737372553649066) | > loss_disc_real_2: 0.2519581913948059 (0.21508762040058105) | > loss_disc_real_3: 0.2546800374984741 (0.2269068281440174) | > loss_disc_real_4: 0.23608820140361786 (0.2181731917026664) | > loss_disc_real_5: 0.2486720234155655 (0.21307945902608022) | > loss_0: 2.3639516830444336 (2.274077108928136) | > grad_norm_0: tensor(9.3073, device='cuda:0') (tensor(13.8949, device='cuda:0')) | > loss_gen: 2.6530604362487793 (2.6184756274984666) | > loss_kl: 1.6101914644241333 (1.7436867311221211) | > loss_feat: 7.600986957550049 (7.44770058864305) | > loss_mel: 19.194656372070312 (19.379832147550175) | > loss_duration: 2.039602756500244 (2.0700307884136158) | > loss_1: 33.0984992980957 (33.259725907269654) | > grad_norm_1: tensor(238.7406, device='cuda:0') (tensor(182.5098, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.3823 (0.35584356604503975) | > loader_time: 0.0046 (0.003659338510336996)  --> TIME: 2024-06-10 22:40:29 -- STEP: 144/330 -- GLOBAL_STEP: 146225 | > loss_disc: 2.276052951812744 (2.2688847117953834) | > loss_disc_real_0: 0.12729249894618988 (0.11079734336170884) | > loss_disc_real_1: 0.18856318295001984 (0.19762117094877696) | > loss_disc_real_2: 0.19912058115005493 (0.21384121839784914) | > loss_disc_real_3: 0.20676401257514954 (0.22552801885952553) | > loss_disc_real_4: 0.1779947280883789 (0.21750384093158776) | > loss_disc_real_5: 0.17877168953418732 (0.2117059597124656) | > loss_0: 2.276052951812744 (2.2688847117953834) | > grad_norm_0: tensor(24.5884, device='cuda:0') (tensor(14.3905, device='cuda:0')) | > loss_gen: 2.6919190883636475 (2.6210866471131644) | > loss_kl: 1.8734979629516602 (1.7407548617985513) | > loss_feat: 7.935522079467773 (7.464804410934448) | > loss_mel: 19.337539672851562 (19.391196144951707) | > loss_duration: 2.0666556358337402 (2.072613860997888) | > loss_1: 33.90513610839844 (33.29045587115817) | > grad_norm_1: tensor(389.2734, device='cuda:0') (tensor(193.6893, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.391 (0.3600729786687425) | > loader_time: 0.0041 (0.0038198845254050363)  --> TIME: 2024-06-10 22:40:39 -- STEP: 169/330 -- GLOBAL_STEP: 146250 | > loss_disc: 2.163007974624634 (2.2746591567993173) | > loss_disc_real_0: 0.10713884234428406 (0.11207826902880472) | > loss_disc_real_1: 0.18327990174293518 (0.1981735940162953) | > loss_disc_real_2: 0.19360336661338806 (0.21423198944012795) | > loss_disc_real_3: 0.22944551706314087 (0.22630184650773832) | > loss_disc_real_4: 0.2061239778995514 (0.21805327284265552) | > loss_disc_real_5: 0.18986250460147858 (0.21187764873518747) | > loss_0: 2.163007974624634 (2.2746591567993173) | > grad_norm_0: tensor(48.9259, device='cuda:0') (tensor(15.9108, device='cuda:0')) | > loss_gen: 2.884333610534668 (2.6261218243096702) | > loss_kl: 1.6513314247131348 (1.7400735574361135) | > loss_feat: 8.097474098205566 (7.484171020914111) | > loss_mel: 19.28276824951172 (19.39237574289536) | > loss_duration: 2.103844404220581 (2.074996867123439) | > loss_1: 34.019752502441406 (33.3177389111039) | > grad_norm_1: tensor(359.1387, device='cuda:0') (tensor(203.1144, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.4132 (0.3636941895682429) | > loader_time: 0.005 (0.0039459671494523445)  --> TIME: 2024-06-10 22:40:49 -- STEP: 194/330 -- GLOBAL_STEP: 146275 | > loss_disc: 2.3162779808044434 (2.274826604066437) | > loss_disc_real_0: 0.07575055956840515 (0.11195203381561741) | > loss_disc_real_1: 0.24810634553432465 (0.19909837173739667) | > loss_disc_real_2: 0.22215034067630768 (0.2142166999197498) | > loss_disc_real_3: 0.21980981528759003 (0.22603974245565453) | > loss_disc_real_4: 0.1915551722049713 (0.21823618722330665) | > loss_disc_real_5: 0.22558310627937317 (0.21159589643945398) | > loss_0: 2.3162779808044434 (2.274826604066437) | > grad_norm_0: tensor(12.2782, device='cuda:0') (tensor(16.9070, device='cuda:0')) | > loss_gen: 2.5994906425476074 (2.627492948905709) | > loss_kl: 1.5800913572311401 (1.7411148800063379) | > loss_feat: 7.036063194274902 (7.484701166447905) | > loss_mel: 20.12097930908203 (19.389190624669663) | > loss_duration: 2.0890145301818848 (2.080125540187678) | > loss_1: 33.42564010620117 (33.32262511105883) | > grad_norm_1: tensor(267.4499, device='cuda:0') (tensor(221.4180, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.4026 (0.36784609691383896) | > loader_time: 0.0045 (0.004091405376945574)  --> TIME: 2024-06-10 22:40:59 -- STEP: 219/330 -- GLOBAL_STEP: 146300 | > loss_disc: 2.1485307216644287 (2.272899684296353) | > loss_disc_real_0: 0.06733117252588272 (0.11269252451315317) | > loss_disc_real_1: 0.18180479109287262 (0.19955878082203546) | > loss_disc_real_2: 0.2002469301223755 (0.21391317350407169) | > loss_disc_real_3: 0.25052160024642944 (0.22507994183122296) | > loss_disc_real_4: 0.2255031317472458 (0.21690882626733823) | > loss_disc_real_5: 0.18702785670757294 (0.21078840762240703) | > loss_0: 2.1485307216644287 (2.272899684296353) | > grad_norm_0: tensor(24.7011, device='cuda:0') (tensor(18.3306, device='cuda:0')) | > loss_gen: 3.016117811203003 (2.6314490734170017) | > loss_kl: 1.811983585357666 (1.7380203449562803) | > loss_feat: 9.627480506896973 (7.522139943353662) | > loss_mel: 19.941064834594727 (19.370613890695797) | > loss_duration: 2.138089656829834 (2.0858465400460644) | > loss_1: 36.53473663330078 (33.34806972660432) | > grad_norm_1: tensor(599.0754, device='cuda:0') (tensor(233.1212, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.402 (0.3717425217911532) | > loader_time: 0.0055 (0.004235892535344655)  --> TIME: 2024-06-10 22:41:10 -- STEP: 244/330 -- GLOBAL_STEP: 146325 | > loss_disc: 2.197051763534546 (2.2700250070603185) | > loss_disc_real_0: 0.06322277337312698 (0.11278964463071744) | > loss_disc_real_1: 0.183865025639534 (0.19963148443913856) | > loss_disc_real_2: 0.20515084266662598 (0.21336203917372423) | > loss_disc_real_3: 0.1925812065601349 (0.22435782007018074) | > loss_disc_real_4: 0.19258993864059448 (0.2168771325320494) | > loss_disc_real_5: 0.20679371058940887 (0.21059156923753317) | > loss_0: 2.197051763534546 (2.2700250070603185) | > grad_norm_0: tensor(66.9245, device='cuda:0') (tensor(20.3557, device='cuda:0')) | > loss_gen: 2.893277168273926 (2.6338836589797596) | > loss_kl: 1.6137468814849854 (1.7328620328277837) | > loss_feat: 8.275932312011719 (7.5328711232201) | > loss_mel: 17.920989990234375 (19.33899421379215) | > loss_duration: 2.094040870666504 (2.093534319615753) | > loss_1: 32.7979850769043 (33.33214529225086) | > grad_norm_1: tensor(435.3642, device='cuda:0') (tensor(246.3590, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.4401 (0.3768536106484834) | > loader_time: 0.0056 (0.0043663265275173556)  --> TIME: 2024-06-10 22:41:21 -- STEP: 269/330 -- GLOBAL_STEP: 146350 | > loss_disc: 2.2857518196105957 (2.2692808839025123) | > loss_disc_real_0: 0.13961508870124817 (0.11351436731097422) | > loss_disc_real_1: 0.25452613830566406 (0.1999676681805721) | > loss_disc_real_2: 0.22212854027748108 (0.2134545898570447) | > loss_disc_real_3: 0.2478809654712677 (0.22414531650153235) | > loss_disc_real_4: 0.20132958889007568 (0.21678550020691187) | > loss_disc_real_5: 0.225526362657547 (0.21054561995662277) | > loss_0: 2.2857518196105957 (2.2692808839025123) | > grad_norm_0: tensor(14.4873, device='cuda:0') (tensor(21.5063, device='cuda:0')) | > loss_gen: 2.509366512298584 (2.6358817997475095) | > loss_kl: 1.7846711874008179 (1.7304002418837139) | > loss_feat: 6.826254844665527 (7.563696180577615) | > loss_mel: 18.249557495117188 (19.321763474701957) | > loss_duration: 2.1827807426452637 (2.0998280974568915) | > loss_1: 31.552631378173828 (33.3515697819593) | > grad_norm_1: tensor(132.8056, device='cuda:0') (tensor(254.9619, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.4516 (0.38201347602787505) | > loader_time: 0.0066 (0.004502572977853093)  --> TIME: 2024-06-10 22:41:33 -- STEP: 294/330 -- GLOBAL_STEP: 146375 | > loss_disc: 2.224928140640259 (2.26576742671785) | > loss_disc_real_0: 0.07650963962078094 (0.11355348752469432) | > loss_disc_real_1: 0.1923581212759018 (0.20007668694063116) | > loss_disc_real_2: 0.26329535245895386 (0.21363873871005315) | > loss_disc_real_3: 0.19323860108852386 (0.22357271089643038) | > loss_disc_real_4: 0.18779687583446503 (0.21603400407194281) | > loss_disc_real_5: 0.22430241107940674 (0.20971798085842008) | > loss_0: 2.224928140640259 (2.26576742671785) | > grad_norm_0: tensor(48.3524, device='cuda:0') (tensor(21.8485, device='cuda:0')) | > loss_gen: 2.6351215839385986 (2.634909845533824) | > loss_kl: 1.796025276184082 (1.7294125889434295) | > loss_feat: 7.72386360168457 (7.569937946034127) | > loss_mel: 18.513559341430664 (19.26327786478056) | > loss_duration: 2.237466812133789 (2.1083986982196348) | > loss_1: 32.906036376953125 (33.30593693013096) | > grad_norm_1: tensor(414.1670, device='cuda:0') (tensor(265.0641, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.4565 (0.38845995251013304) | > loader_time: 0.0068 (0.004646088801273687)  --> TIME: 2024-06-10 22:41:46 -- STEP: 319/330 -- GLOBAL_STEP: 146400 | > loss_disc: 2.194140672683716 (2.265327858700649) | > loss_disc_real_0: 0.13515901565551758 (0.11399707525127734) | > loss_disc_real_1: 0.17440015077590942 (0.19975920642804956) | > loss_disc_real_2: 0.2054433822631836 (0.21325506610930153) | > loss_disc_real_3: 0.18056826293468475 (0.22346223302208892) | > loss_disc_real_4: 0.18795166909694672 (0.21628189913718304) | > loss_disc_real_5: 0.22888252139091492 (0.2097957954978495) | > loss_0: 2.194140672683716 (2.265327858700649) | > grad_norm_0: tensor(43.1610, device='cuda:0') (tensor(22.9067, device='cuda:0')) | > loss_gen: 2.6348681449890137 (2.635637371517647) | > loss_kl: 1.8014980554580688 (1.7297470771406889) | > loss_feat: 9.336435317993164 (7.607916688470631) | > loss_mel: 18.95784568786621 (19.230151992606523) | > loss_duration: 2.292438507080078 (2.120923877509783) | > loss_1: 35.02308654785156 (33.32437701808253) | > grad_norm_1: tensor(378.3294, device='cuda:0') (tensor(279.0497, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.5596 (0.3981574568255193) | > loader_time: 0.0083 (0.004901789572545358)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1875901222229004 (2.1875901222229004) | > loss_disc_real_0: 0.12898731231689453 (0.12898731231689453) | > loss_disc_real_1: 0.3229355216026306 (0.3229355216026306) | > loss_disc_real_2: 0.2614056468009949 (0.2614056468009949) | > loss_disc_real_3: 0.2187172919511795 (0.2187172919511795) | > loss_disc_real_4: 0.1834704875946045 (0.1834704875946045) | > loss_disc_real_5: 0.16873231530189514 (0.16873231530189514) | > loss_0: 2.1875901222229004 (2.1875901222229004) | > loss_gen: 2.7698190212249756 (2.7698190212249756) | > loss_kl: 1.5688555240631104 (1.5688555240631104) | > loss_feat: 7.543859004974365 (7.543859004974365) | > loss_mel: 18.352270126342773 (18.352270126342773) | > loss_duration: 2.7518434524536133 (2.7518434524536133) | > loss_1: 32.98664855957031 (32.98664855957031)  --> STEP: 1 | > loss_disc: 1.9673211574554443 (1.9673211574554443) | > loss_disc_real_0: 0.0471828356385231 (0.0471828356385231) | > loss_disc_real_1: 0.17585980892181396 (0.17585980892181396) | > loss_disc_real_2: 0.12373481690883636 (0.12373481690883636) | > loss_disc_real_3: 0.19263291358947754 (0.19263291358947754) | > loss_disc_real_4: 0.1830337792634964 (0.1830337792634964) | > loss_disc_real_5: 0.16788439452648163 (0.16788439452648163) | > loss_0: 1.9673211574554443 (1.9673211574554443) | > loss_gen: 2.62125301361084 (2.62125301361084) | > loss_kl: 2.2213597297668457 (2.2213597297668457) | > loss_feat: 8.294095993041992 (8.294095993041992) | > loss_mel: 20.181758880615234 (20.181758880615234) | > loss_duration: 2.4143543243408203 (2.4143543243408203) | > loss_1: 35.732818603515625 (35.732818603515625)  --> STEP: 2 | > loss_disc: 2.5865845680236816 (2.276952862739563) | > loss_disc_real_0: 0.12846815586090088 (0.08782549574971199) | > loss_disc_real_1: 0.22762943804264069 (0.20174462348222733) | > loss_disc_real_2: 0.3957197368144989 (0.25972727686166763) | > loss_disc_real_3: 0.3917508125305176 (0.29219186305999756) | > loss_disc_real_4: 0.3648758828639984 (0.2739548310637474) | > loss_disc_real_5: 0.3352554142475128 (0.2515699043869972) | > loss_0: 2.5865845680236816 (2.276952862739563) | > loss_gen: 2.9990947246551514 (2.8101738691329956) | > loss_kl: 2.0632221698760986 (2.142290949821472) | > loss_feat: 6.12283992767334 (7.208467960357666) | > loss_mel: 20.04827880859375 (20.115018844604492) | > loss_duration: 2.356560230255127 (2.3854572772979736) | > loss_1: 33.589996337890625 (34.661407470703125)  --> STEP: 3 | > loss_disc: 1.9240459203720093 (2.159317215283712) | > loss_disc_real_0: 0.0630233883857727 (0.0795581266283989) | > loss_disc_real_1: 0.1799607127904892 (0.1944833199183146) | > loss_disc_real_2: 0.17488405108451843 (0.2314462016026179) | > loss_disc_real_3: 0.21355634927749634 (0.26598002513249713) | > loss_disc_real_4: 0.15169499814510345 (0.23320155342419943) | > loss_disc_real_5: 0.2210213989019394 (0.24138706922531128) | > loss_0: 1.9240459203720093 (2.159317215283712) | > loss_gen: 2.8940396308898926 (2.8381291230519614) | > loss_kl: 2.6238579750061035 (2.3028132915496826) | > loss_feat: 9.207181930541992 (7.874705950419108) | > loss_mel: 20.67287254333496 (20.30097007751465) | > loss_duration: 2.2027015686035156 (2.3245387077331543) | > loss_1: 37.60065460205078 (35.64115651448568)  --> STEP: 4 | > loss_disc: 2.1846745014190674 (2.1656565368175507) | > loss_disc_real_0: 0.1301785558462143 (0.09221323393285275) | > loss_disc_real_1: 0.2624060809612274 (0.21146401017904282) | > loss_disc_real_2: 0.26816532015800476 (0.24062598124146461) | > loss_disc_real_3: 0.24423378705978394 (0.26054346561431885) | > loss_disc_real_4: 0.2638125419616699 (0.24085430055856705) | > loss_disc_real_5: 0.23789085447788239 (0.24051301553845406) | > loss_0: 2.1846745014190674 (2.1656565368175507) | > loss_gen: 3.0081300735473633 (2.8806293606758118) | > loss_kl: 2.465902090072632 (2.34358549118042) | > loss_feat: 7.966960906982422 (7.8977696895599365) | > loss_mel: 20.511659622192383 (20.353642463684082) | > loss_duration: 2.243138313293457 (2.30418860912323) | > loss_1: 36.1957893371582 (35.77981472015381)  --> STEP: 5 | > loss_disc: 2.1469979286193848 (2.1619248151779176) | > loss_disc_real_0: 0.10611807554960251 (0.0949942022562027) | > loss_disc_real_1: 0.2574073374271393 (0.22065267562866211) | > loss_disc_real_2: 0.32857948541641235 (0.25821668207645415) | > loss_disc_real_3: 0.300851970911026 (0.2686051666736603) | > loss_disc_real_4: 0.2375929057598114 (0.24020202159881593) | > loss_disc_real_5: 0.2551717758178711 (0.24344476759433747) | > loss_0: 2.1469979286193848 (2.1619248151779176) | > loss_gen: 3.3872177600860596 (2.9819470405578614) | > loss_kl: 1.9741655588150024 (2.2697015047073363) | > loss_feat: 7.733526706695557 (7.8649210929870605) | > loss_mel: 19.619020462036133 (20.206718063354494) | > loss_duration: 2.3320980072021484 (2.3097704887390136) | > loss_1: 35.04602813720703 (35.63305740356445)  --> STEP: 6 | > loss_disc: 2.0512642860412598 (2.1434813936551413) | > loss_disc_real_0: 0.07183200120925903 (0.09113383541504542) | > loss_disc_real_1: 0.2433047890663147 (0.22442802786827087) | > loss_disc_real_2: 0.2124844789505005 (0.25059464822212857) | > loss_disc_real_3: 0.30866721272468567 (0.2752821743488312) | > loss_disc_real_4: 0.32058820128440857 (0.25359971821308136) | > loss_disc_real_5: 0.2267286777496338 (0.24065875262022018) | > loss_0: 2.0512642860412598 (2.1434813936551413) | > loss_gen: 3.247487783432007 (3.0262038310368857) | > loss_kl: 1.7947866916656494 (2.1905490358670554) | > loss_feat: 7.144533157348633 (7.744856437047322) | > loss_mel: 20.239229202270508 (20.21213658650716) | > loss_duration: 2.100048542022705 (2.2748168309529624) | > loss_1: 34.526084899902344 (35.44856198628744)  --> STEP: 7 | > loss_disc: 2.402317523956299 (2.180457983698164) | > loss_disc_real_0: 0.13692373037338257 (0.09767524898052216) | > loss_disc_real_1: 0.3063717186450958 (0.2361342694078173) | > loss_disc_real_2: 0.21469034254550934 (0.24546546169689723) | > loss_disc_real_3: 0.30949053168296814 (0.2801690825394222) | > loss_disc_real_4: 0.26687777042388916 (0.25549658281462534) | > loss_disc_real_5: 0.28207582235336304 (0.24657547686781203) | > loss_0: 2.402317523956299 (2.180457983698164) | > loss_gen: 2.5913751125335693 (2.964085442679269) | > loss_kl: 2.703205108642578 (2.26378561769213) | > loss_feat: 4.886192321777344 (7.336475849151611) | > loss_mel: 18.878087997436523 (20.021558216639928) | > loss_duration: 2.3509459495544434 (2.285692419324602) | > loss_1: 31.409807205200195 (34.87159701756069)  --> STEP: 8 | > loss_disc: 2.0666565895080566 (2.1662328094244003) | > loss_disc_real_0: 0.11611045897006989 (0.09997965022921562) | > loss_disc_real_1: 0.21904954314231873 (0.23399867862462997) | > loss_disc_real_2: 0.21693429350852966 (0.2418990656733513) | > loss_disc_real_3: 0.19968004524707794 (0.27010795287787914) | > loss_disc_real_4: 0.1671464592218399 (0.24445281736552715) | > loss_disc_real_5: 0.19597572088241577 (0.2402505073696375) | > loss_0: 2.0666565895080566 (2.1662328094244003) | > loss_gen: 2.7675695419311523 (2.9395209550857544) | > loss_kl: 2.3848726749420166 (2.278921499848366) | > loss_feat: 8.906126976013184 (7.532682240009308) | > loss_mel: 20.29233169555664 (20.055404901504517) | > loss_duration: 2.1523101329803467 (2.2690196335315704) | > loss_1: 36.503211975097656 (35.07554888725281)  --> STEP: 9 | > loss_disc: 2.3555450439453125 (2.1872675021489463) | > loss_disc_real_0: 0.23108606040477753 (0.11454702913761139) | > loss_disc_real_1: 0.25644955039024353 (0.23649321993192038) | > loss_disc_real_2: 0.32731086015701294 (0.2513892650604248) | > loss_disc_real_3: 0.27728959918022156 (0.2709059135781394) | > loss_disc_real_4: 0.2574806809425354 (0.2459003577629725) | > loss_disc_real_5: 0.3111051917076111 (0.24812325007385677) | > loss_0: 2.3555450439453125 (2.1872675021489463) | > loss_gen: 3.2680962085723877 (2.976029316584269) | > loss_kl: 2.0455000400543213 (2.252985782093472) | > loss_feat: 7.119831085205078 (7.486809889475505) | > loss_mel: 20.4970760345459 (20.10447947184245) | > loss_duration: 2.0818910598754883 (2.2482275697920056) | > loss_1: 35.012393951416016 (35.06853167215983)  --> STEP: 10 | > loss_disc: 2.4637036323547363 (2.2149111151695253) | > loss_disc_real_0: 0.184757798910141 (0.12156810611486435) | > loss_disc_real_1: 0.33797183632850647 (0.246641081571579) | > loss_disc_real_2: 0.35261768102645874 (0.2615121066570282) | > loss_disc_real_3: 0.30988726019859314 (0.2748040482401848) | > loss_disc_real_4: 0.2632163465023041 (0.24763195663690568) | > loss_disc_real_5: 0.26542583107948303 (0.2498535081744194) | > loss_0: 2.4637036323547363 (2.2149111151695253) | > loss_gen: 3.2378134727478027 (3.0022077322006226) | > loss_kl: 1.8295321464538574 (2.2106404185295103) | > loss_feat: 6.792631149291992 (7.417392015457153) | > loss_mel: 19.807872772216797 (20.074818801879882) | > loss_duration: 2.280289888381958 (2.251433801651001) | > loss_1: 33.94813919067383 (34.95649242401123)  --> STEP: 11 | > loss_disc: 2.3750510215759277 (2.2294692884791982) | > loss_disc_real_0: 0.0801849216222763 (0.11780599843371999) | > loss_disc_real_1: 0.30922219157218933 (0.2523302733898163) | > loss_disc_real_2: 0.23724476993083954 (0.2593059851364656) | > loss_disc_real_3: 0.2841877043247223 (0.27565710788423364) | > loss_disc_real_4: 0.22303712368011475 (0.24539606273174286) | > loss_disc_real_5: 0.28553634881973267 (0.2530974027785388) | > loss_0: 2.3750510215759277 (2.2294692884791982) | > loss_gen: 2.6041927337646484 (2.966024550524625) | > loss_kl: 2.336550235748291 (2.2220867655493994) | > loss_feat: 5.302111625671387 (7.225093798203901) | > loss_mel: 18.70064926147461 (19.949894298206676) | > loss_duration: 2.406359910964966 (2.265517993406816) | > loss_1: 31.349864959716797 (34.62861719998446)  --> STEP: 12 | > loss_disc: 2.304994583129883 (2.235763063033422) | > loss_disc_real_0: 0.06603287160396576 (0.11349157119790713) | > loss_disc_real_1: 0.33298733830451965 (0.25905169546604156) | > loss_disc_real_2: 0.26833754777908325 (0.26005861535668373) | > loss_disc_real_3: 0.32440438866615295 (0.27971938128272694) | > loss_disc_real_4: 0.2349846363067627 (0.24452844386299452) | > loss_disc_real_5: 0.23348991572856903 (0.25146344552437466) | > loss_0: 2.304994583129883 (2.235763063033422) | > loss_gen: 2.8143253326416016 (2.953382949034373) | > loss_kl: 1.8112976551055908 (2.187854339679082) | > loss_feat: 6.5585551261901855 (7.169548908869426) | > loss_mel: 19.789180755615234 (19.936501502990723) | > loss_duration: 2.204902410507202 (2.260466694831848) | > loss_1: 33.178260803222656 (34.50775416692098)  --> STEP: 13 | > loss_disc: 2.3280224800109863 (2.2428599412624655) | > loss_disc_real_0: 0.1702871024608612 (0.11786045821813437) | > loss_disc_real_1: 0.21586200594902039 (0.25572941165703994) | > loss_disc_real_2: 0.28090229630470276 (0.2616619754296083) | > loss_disc_real_3: 0.23452672362327576 (0.27624302300123066) | > loss_disc_real_4: 0.22146637737751007 (0.2427544387487265) | > loss_disc_real_5: 0.22518375515937805 (0.24944193088091338) | > loss_0: 2.3280224800109863 (2.2428599412624655) | > loss_gen: 2.474885940551758 (2.9165754868434024) | > loss_kl: 2.2612972259521484 (2.193503792469318) | > loss_feat: 5.284572124481201 (7.024550694685716) | > loss_mel: 14.961682319641113 (19.553823104271522) | > loss_duration: 2.172942638397217 (2.2537340751061072) | > loss_1: 27.155380249023438 (33.94218694246732)  --> STEP: 14 | > loss_disc: 2.2758800983428955 (2.245218523911068) | > loss_disc_real_0: 0.08513636887073517 (0.11552302326474871) | > loss_disc_real_1: 0.23252420127391815 (0.2540718966296741) | > loss_disc_real_2: 0.2703462243080139 (0.262282278920923) | > loss_disc_real_3: 0.22849275171756744 (0.2728322893381118) | > loss_disc_real_4: 0.2314339131116867 (0.2419458297746522) | > loss_disc_real_5: 0.2670007348060608 (0.25069613116128103) | > loss_0: 2.2758800983428955 (2.245218523911068) | > loss_gen: 2.666332483291626 (2.8987009865897044) | > loss_kl: 2.430420398712158 (2.2104264072009494) | > loss_feat: 5.991428375244141 (6.950756243297032) | > loss_mel: 20.074188232421875 (19.590992041996547) | > loss_duration: 2.355562686920166 (2.26100754737854) | > loss_1: 33.5179328918457 (33.91188308170864)  --> STEP: 15 | > loss_disc: 2.197176456451416 (2.2420157194137578) | > loss_disc_real_0: 0.15536023676395416 (0.11817883749802907) | > loss_disc_real_1: 0.2657923400402069 (0.25485325952370963) | > loss_disc_real_2: 0.2911577820777893 (0.2642073124647141) | > loss_disc_real_3: 0.2336433082818985 (0.2702196906010309) | > loss_disc_real_4: 0.2246226966381073 (0.2407909542322159) | > loss_disc_real_5: 0.22858166694641113 (0.24922183354695637) | > loss_0: 2.197176456451416 (2.2420157194137578) | > loss_gen: 2.9743926525115967 (2.9037470976511637) | > loss_kl: 2.1813199520111084 (2.20848597685496) | > loss_feat: 10.017741203308105 (7.15522190729777) | > loss_mel: 19.96287727355957 (19.615784390767416) | > loss_duration: 2.256992816925049 (2.2607398986816407) | > loss_1: 37.3933219909668 (34.14397900899251)  --> STEP: 16 | > loss_disc: 2.6348962783813477 (2.266570754349232) | > loss_disc_real_0: 0.16301415860652924 (0.12098104506731033) | > loss_disc_real_1: 0.36676543951034546 (0.26184777077287436) | > loss_disc_real_2: 0.3001098334789276 (0.2664512200281024) | > loss_disc_real_3: 0.3284207880496979 (0.2738572591915726) | > loss_disc_real_4: 0.21961238980293274 (0.23946729395538568) | > loss_disc_real_5: 0.2704070210456848 (0.2505459077656269) | > loss_0: 2.6348962783813477 (2.266570754349232) | > loss_gen: 2.5208654403686523 (2.8798169940710068) | > loss_kl: 2.019073009490967 (2.1966476663947105) | > loss_feat: 8.477161407470703 (7.2378431260585785) | > loss_mel: 17.743391036987305 (19.49875980615616) | > loss_duration: 2.3356571197509766 (2.265422224998474) | > loss_1: 33.09614562988281 (34.07848942279816)  --> STEP: 17 | > loss_disc: 2.4613149166107178 (2.27802629330579) | > loss_disc_real_0: 0.13115490972995758 (0.12157950769452487) | > loss_disc_real_1: 0.2490084171295166 (0.26109251467620626) | > loss_disc_real_2: 0.31650102138519287 (0.2693953259902842) | > loss_disc_real_3: 0.3098500669002533 (0.2759744831744362) | > loss_disc_real_4: 0.26284059882164 (0.24084219424163594) | > loss_disc_real_5: 0.27739521861076355 (0.2521252789918114) | > loss_0: 2.4613149166107178 (2.27802629330579) | > loss_gen: 2.8205411434173584 (2.8763301793266747) | > loss_kl: 1.799836277961731 (2.1733058200163) | > loss_feat: 6.967593669891357 (7.221946099225213) | > loss_mel: 18.59918785095215 (19.445843808791217) | > loss_duration: 2.3393924236297607 (2.269773413153256) | > loss_1: 32.526554107666016 (33.98719911014332)  --> STEP: 18 | > loss_disc: 2.6735734939575195 (2.3000011377864418) | > loss_disc_real_0: 0.08322574198246002 (0.11944874293274349) | > loss_disc_real_1: 0.2001136839389801 (0.25770480185747147) | > loss_disc_real_2: 0.2573760151863098 (0.2687275865011745) | > loss_disc_real_3: 0.28354471921920776 (0.27639505184359014) | > loss_disc_real_4: 0.23764605820178986 (0.24066463112831116) | > loss_disc_real_5: 0.2814061939716339 (0.25375199649069047) | > loss_0: 2.6735734939575195 (2.3000011377864418) | > loss_gen: 2.3027162551879883 (2.8444627390967474) | > loss_kl: 2.9086921215057373 (2.214160614543491) | > loss_feat: 7.819403171539307 (7.255138158798218) | > loss_mel: 19.20270347595215 (19.43233601252238) | > loss_duration: 2.24509859085083 (2.26840258969201) | > loss_1: 34.47861099243164 (34.014499770270454)  --> STEP: 19 | > loss_disc: 2.3558576107025146 (2.3029409521504456) | > loss_disc_real_0: 0.06737769395112991 (0.11670816140739541) | > loss_disc_real_1: 0.22502025961875916 (0.2559845627922761) | > loss_disc_real_2: 0.24368171393871307 (0.2674093826820976) | > loss_disc_real_3: 0.2745594382286072 (0.2762984406006963) | > loss_disc_real_4: 0.21239636838436127 (0.239176827825998) | > loss_disc_real_5: 0.24962125718593597 (0.25353458915886123) | > loss_0: 2.3558576107025146 (2.3029409521504456) | > loss_gen: 2.341278553009033 (2.817979360881605) | > loss_kl: 1.5887171030044556 (2.181242534988805) | > loss_feat: 6.8433966636657715 (7.233467553791247) | > loss_mel: 18.589588165283203 (19.387980862667685) | > loss_duration: 2.2783498764038086 (2.268926131097894) | > loss_1: 31.64133071899414 (33.889596135992754)  --> STEP: 20 | > loss_disc: 2.276181221008301 (2.3016029655933385) | > loss_disc_real_0: 0.1032259538769722 (0.11603405103087425) | > loss_disc_real_1: 0.22944580018520355 (0.25465762466192243) | > loss_disc_real_2: 0.27755025029182434 (0.2679164260625839) | > loss_disc_real_3: 0.2875049114227295 (0.276858764141798) | > loss_disc_real_4: 0.258868008852005 (0.24016138687729835) | > loss_disc_real_5: 0.2913316786289215 (0.2554244436323642) | > loss_0: 2.276181221008301 (2.3016029655933385) | > loss_gen: 2.9739367961883545 (2.825777232646942) | > loss_kl: 1.875058650970459 (2.1659333407878876) | > loss_feat: 7.970330715179443 (7.270310711860657) | > loss_mel: 17.984739303588867 (19.317818784713744) | > loss_duration: 2.2824301719665527 (2.2696013331413267) | > loss_1: 33.08649444580078 (33.849441051483154)  --> STEP: 21 | > loss_disc: 2.637840747833252 (2.3176142885571442) | > loss_disc_real_0: 0.13030514121055603 (0.11671362675371624) | > loss_disc_real_1: 0.31989604234695435 (0.2577642159802573) | > loss_disc_real_2: 0.34992218017578125 (0.27182146197273616) | > loss_disc_real_3: 0.3178419768810272 (0.2788103457008089) | > loss_disc_real_4: 0.2545693814754486 (0.24084748185816265) | > loss_disc_real_5: 0.221257746219635 (0.2537974580412819) | > loss_0: 2.637840747833252 (2.3176142885571442) | > loss_gen: 2.67572021484375 (2.8186316603706) | > loss_kl: 2.0762507915496826 (2.161662743205116) | > loss_feat: 4.992192268371582 (7.1618288812183195) | > loss_mel: 15.96591854095459 (19.15820448739188) | > loss_duration: 2.1500582695007324 (2.2639088063012984) | > loss_1: 27.86014175415039 (33.564236323038735)  --> STEP: 22 | > loss_disc: 2.2015836238861084 (2.3123401674357336) | > loss_disc_real_0: 0.09443104267120361 (0.11570078202269295) | > loss_disc_real_1: 0.22763566672801971 (0.2563947364687919) | > loss_disc_real_2: 0.2654849886894226 (0.2715334404598583) | > loss_disc_real_3: 0.3167682886123657 (0.2805357067422433) | > loss_disc_real_4: 0.18875667452812195 (0.23847971788861536) | > loss_disc_real_5: 0.24647963047027588 (0.25346482951532706) | > loss_0: 2.2015836238861084 (2.3123401674357336) | > loss_gen: 2.9950315952301025 (2.82664983922785) | > loss_kl: 1.8016210794448853 (2.1452972130341963) | > loss_feat: 7.862172603607178 (7.19366268678145) | > loss_mel: 18.21670150756836 (19.115408897399902) | > loss_duration: 2.147963285446167 (2.258638555353338) | > loss_1: 33.02349090576172 (33.539656985889785)  --> STEP: 23 | > loss_disc: 2.453834295272827 (2.318492086037346) | > loss_disc_real_0: 0.14503902196884155 (0.11697635767252548) | > loss_disc_real_1: 0.36762359738349915 (0.26123077389986615) | > loss_disc_real_2: 0.248310849070549 (0.2705237625733666) | > loss_disc_real_3: 0.33780890703201294 (0.2830258458852768) | > loss_disc_real_4: 0.28836533427238464 (0.24064865773138794) | > loss_disc_real_5: 0.29374873638153076 (0.25521630372690113) | > loss_0: 2.453834295272827 (2.318492086037346) | > loss_gen: 2.9224343299865723 (2.830814382304316) | > loss_kl: 2.2170820236206055 (2.1484182917553447) | > loss_feat: 6.037512302398682 (7.143395278764808) | > loss_mel: 18.041698455810547 (19.068725834722105) | > loss_duration: 2.2580814361572266 (2.2586143327795942) | > loss_1: 31.476808547973633 (33.449967923371695)  --> STEP: 24 | > loss_disc: 2.0015718936920166 (2.3052870780229573) | > loss_disc_real_0: 0.08385862410068512 (0.11559645210703214) | > loss_disc_real_1: 0.22629110515117645 (0.25977495436867076) | > loss_disc_real_2: 0.31504911184310913 (0.27237898545960587) | > loss_disc_real_3: 0.20223458111286163 (0.27965954318642616) | > loss_disc_real_4: 0.1736457496881485 (0.23785686989625296) | > loss_disc_real_5: 0.18727929890155792 (0.25238559519251186) | > loss_0: 2.0015718936920166 (2.3052870780229573) | > loss_gen: 3.4808201789855957 (2.857897957166036) | > loss_kl: 2.1180355548858643 (2.1471523443857827) | > loss_feat: 9.617658615112305 (7.246489584445953) | > loss_mel: 18.304723739624023 (19.036892414093018) | > loss_duration: 2.4557182788848877 (2.266826997200648) | > loss_1: 35.97695541381836 (33.55525906880697)  --> STEP: 25 | > loss_disc: 2.4831316471099854 (2.3124008607864384) | > loss_disc_real_0: 0.18819113075733185 (0.11850023925304413) | > loss_disc_real_1: 0.3423253297805786 (0.2630769693851471) | > loss_disc_real_2: 0.281577467918396 (0.2727469247579575) | > loss_disc_real_3: 0.22000879049301147 (0.2772735130786896) | > loss_disc_real_4: 0.19708889722824097 (0.23622615098953248) | > loss_disc_real_5: 0.23438917100429535 (0.2516657382249832) | > loss_0: 2.4831316471099854 (2.3124008607864384) | > loss_gen: 2.604668378829956 (2.847768774032593) | > loss_kl: 2.322601795196533 (2.1541703224182127) | > loss_feat: 7.273831844329834 (7.2475832748413085) | > loss_mel: 17.346206665039062 (18.96926498413086) | > loss_duration: 2.3376855850219727 (2.269661340713501) | > loss_1: 31.884994506835938 (33.488448486328124)  --> STEP: 26 | > loss_disc: 2.0314183235168457 (2.3015938401222233) | > loss_disc_real_0: 0.04651370644569397 (0.11573152645276143) | > loss_disc_real_1: 0.2192755788564682 (0.2613923005186594) | > loss_disc_real_2: 0.15705086290836334 (0.26829707622528076) | > loss_disc_real_3: 0.17658106982707977 (0.2734007267997815) | > loss_disc_real_4: 0.14671611785888672 (0.23278345740758455) | > loss_disc_real_5: 0.1337186098098755 (0.24712931020901754) | > loss_0: 2.0314183235168457 (2.3015938401222233) | > loss_gen: 2.345327854156494 (2.8284441232681274) | > loss_kl: 1.7164674997329712 (2.13733559846878) | > loss_feat: 13.196881294250488 (7.4764024294339695) | > loss_mel: 21.88759422302246 (19.08150841639592) | > loss_duration: 2.2720820903778076 (2.2697544464698205) | > loss_1: 41.41835403442383 (33.793444853562576) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024058543718778174 (-0.00011230432070218543) | > avg_loss_disc: 2.3015938401222233 (-0.007979053717392492) | > avg_loss_disc_real_0: 0.11573152645276143 (+0.007148516436035812) | > avg_loss_disc_real_1: 0.2613923005186594 (+0.05200946015807295) | > avg_loss_disc_real_2: 0.26829707622528076 (-0.009153364369502426) | > avg_loss_disc_real_3: 0.2734007267997815 (+0.012145289434836448) | > avg_loss_disc_real_4: 0.23278345740758455 (+0.0022725460047905155) | > avg_loss_disc_real_5: 0.24712931020901754 (+0.00441874019228497) | > avg_loss_0: 2.3015938401222233 (-0.007979053717392492) | > avg_loss_gen: 2.8284441232681274 (+0.2197442283997173) | > avg_loss_kl: 2.13733559846878 (-0.09681871762642524) | > avg_loss_feat: 7.4764024294339695 (-0.30099667035616307) | > avg_loss_mel: 19.08150841639592 (-0.5891163532550507) | > avg_loss_duration: 2.2697544464698205 (+0.006295149142925727) | > avg_loss_1: 33.793444853562576 (-0.7608926479633098)  > EPOCH: 177/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:42:12)   --> TIME: 2024-06-10 22:42:18 -- STEP: 14/330 -- GLOBAL_STEP: 146425 | > loss_disc: 2.2527825832366943 (2.2436737843922203) | > loss_disc_real_0: 0.06175706535577774 (0.09837631295834269) | > loss_disc_real_1: 0.21456801891326904 (0.1913376897573471) | > loss_disc_real_2: 0.21261954307556152 (0.21497647357838495) | > loss_disc_real_3: 0.24331048130989075 (0.2270733831184251) | > loss_disc_real_4: 0.24256528913974762 (0.21729571798018046) | > loss_disc_real_5: 0.20333732664585114 (0.22018748202494212) | > loss_0: 2.2527825832366943 (2.2436737843922203) | > grad_norm_0: tensor(8.7180, device='cuda:0') (tensor(8.9806, device='cuda:0')) | > loss_gen: 2.7016453742980957 (2.6209246601377214) | > loss_kl: 1.5977773666381836 (1.7240529997008187) | > loss_feat: 6.807039737701416 (7.3099731377192905) | > loss_mel: 18.25043296813965 (19.639550481523788) | > loss_duration: 2.1189136505126953 (2.2017574310302734) | > loss_1: 31.47580909729004 (33.496259280613494) | > grad_norm_1: tensor(277.0178, device='cuda:0') (tensor(181.0914, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3654 (0.3748328856059483) | > loader_time: 0.0033 (0.0031361920492989676)  --> TIME: 2024-06-10 22:42:27 -- STEP: 39/330 -- GLOBAL_STEP: 146450 | > loss_disc: 2.316096305847168 (2.2386901011833786) | > loss_disc_real_0: 0.15846015512943268 (0.10612214356660843) | > loss_disc_real_1: 0.22274595499038696 (0.1951426210311743) | > loss_disc_real_2: 0.25525298714637756 (0.21374037670783508) | > loss_disc_real_3: 0.214761883020401 (0.22586025144809332) | > loss_disc_real_4: 0.20424214005470276 (0.2153419397580318) | > loss_disc_real_5: 0.21617233753204346 (0.21388225868726388) | > loss_0: 2.316096305847168 (2.2386901011833786) | > grad_norm_0: tensor(34.7526, device='cuda:0') (tensor(22.8876, device='cuda:0')) | > loss_gen: 2.5377538204193115 (2.650620692815537) | > loss_kl: 1.8764315843582153 (1.719947677392226) | > loss_feat: 7.425571918487549 (7.409368343842336) | > loss_mel: 18.84226417541504 (19.46368618500538) | > loss_duration: 2.0829555988311768 (2.1154972865031314) | > loss_1: 32.764976501464844 (33.359120442317085) | > grad_norm_1: tensor(367.5880, device='cuda:0') (tensor(287.0180, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3642 (0.36719308755336666) | > loader_time: 0.0034 (0.0031713216732709836)  --> TIME: 2024-06-10 22:42:37 -- STEP: 64/330 -- GLOBAL_STEP: 146475 | > loss_disc: 2.217224597930908 (2.2492265738546853) | > loss_disc_real_0: 0.11891956627368927 (0.10579772922210395) | > loss_disc_real_1: 0.1866762340068817 (0.19527592090889812) | > loss_disc_real_2: 0.2277228981256485 (0.2115068940911442) | > loss_disc_real_3: 0.24574466049671173 (0.22684584255330265) | > loss_disc_real_4: 0.21987338364124298 (0.2183554454240948) | > loss_disc_real_5: 0.18865302205085754 (0.21197918010875583) | > loss_0: 2.217224597930908 (2.2492265738546853) | > grad_norm_0: tensor(4.2976, device='cuda:0') (tensor(20.3210, device='cuda:0')) | > loss_gen: 2.795808792114258 (2.6255330368876466) | > loss_kl: 1.9667178392410278 (1.7194566782563925) | > loss_feat: 7.696422576904297 (7.419215872883797) | > loss_mel: 19.17660140991211 (19.408319532871246) | > loss_duration: 2.058093547821045 (2.088090434670449) | > loss_1: 33.693641662597656 (33.26061564683915) | > grad_norm_1: tensor(127.3145, device='cuda:0') (tensor(258.5464, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3501 (0.36712219193577766) | > loader_time: 0.0034 (0.0034476853907108307)  --> TIME: 2024-06-10 22:42:46 -- STEP: 89/330 -- GLOBAL_STEP: 146500 | > loss_disc: 2.309959888458252 (2.2523273832342596) | > loss_disc_real_0: 0.10765266418457031 (0.108934480571345) | > loss_disc_real_1: 0.20884709060192108 (0.19588340534253068) | > loss_disc_real_2: 0.21981941163539886 (0.21120450369427712) | > loss_disc_real_3: 0.21882255375385284 (0.22700443629468425) | > loss_disc_real_4: 0.2247643917798996 (0.2174442137560148) | > loss_disc_real_5: 0.2228962928056717 (0.2123454152868035) | > loss_0: 2.309959888458252 (2.2523273832342596) | > grad_norm_0: tensor(28.8166, device='cuda:0') (tensor(17.9117, device='cuda:0')) | > loss_gen: 2.3087759017944336 (2.6080207878284245) | > loss_kl: 1.8176594972610474 (1.718914124403107) | > loss_feat: 6.8696088790893555 (7.410346883066585) | > loss_mel: 19.060626983642578 (19.346707290477966) | > loss_duration: 2.0772604942321777 (2.075631302394224) | > loss_1: 32.13393020629883 (33.15962034932683) | > grad_norm_1: tensor(150.6807, device='cuda:0') (tensor(236.2214, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3827 (0.3672794813520453) | > loader_time: 0.0046 (0.0034723549746395496) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_146500.pth  --> TIME: 2024-06-10 22:43:00 -- STEP: 114/330 -- GLOBAL_STEP: 146525 | > loss_disc: 2.3288004398345947 (2.2617761837808708) | > loss_disc_real_0: 0.14659373462200165 (0.1106679114725506) | > loss_disc_real_1: 0.19662167131900787 (0.196356427120535) | > loss_disc_real_2: 0.22559891641139984 (0.21208704027690387) | > loss_disc_real_3: 0.2080969512462616 (0.22544156681550176) | > loss_disc_real_4: 0.21976497769355774 (0.21742743972623557) | > loss_disc_real_5: 0.19518877565860748 (0.21102618125447056) | > loss_0: 2.3288004398345947 (2.2617761837808708) | > grad_norm_0: tensor(14.0200, device='cuda:0') (tensor(17.4987, device='cuda:0')) | > loss_gen: 2.5285024642944336 (2.597979259072689) | > loss_kl: 1.932800054550171 (1.715026671426338) | > loss_feat: 7.424281120300293 (7.399878050151624) | > loss_mel: 19.642057418823242 (19.402854333844097) | > loss_duration: 2.0622549057006836 (2.0712364190503165) | > loss_1: 33.58989715576172 (33.18697469276294) | > grad_norm_1: tensor(34.7208, device='cuda:0') (tensor(237.0584, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3816 (0.36978611402344286) | > loader_time: 0.004 (0.003574881637305544)  --> TIME: 2024-06-10 22:43:10 -- STEP: 139/330 -- GLOBAL_STEP: 146550 | > loss_disc: 2.357128143310547 (2.2664335786009864) | > loss_disc_real_0: 0.1216060146689415 (0.11096776893241798) | > loss_disc_real_1: 0.18689605593681335 (0.19655207507044292) | > loss_disc_real_2: 0.2212376743555069 (0.21338899851702958) | > loss_disc_real_3: 0.2538969814777374 (0.22544164912734957) | > loss_disc_real_4: 0.21624556183815002 (0.21729974577323996) | > loss_disc_real_5: 0.19208326935768127 (0.21160537787049788) | > loss_0: 2.357128143310547 (2.2664335786009864) | > grad_norm_0: tensor(31.4419, device='cuda:0') (tensor(17.1286, device='cuda:0')) | > loss_gen: 2.602902889251709 (2.596336129757998) | > loss_kl: 1.5999512672424316 (1.7155892977611624) | > loss_feat: 7.565598011016846 (7.414999135106587) | > loss_mel: 19.68428611755371 (19.43522309227813) | > loss_duration: 2.127871513366699 (2.0735280522339625) | > loss_1: 33.58060836791992 (33.235675701992115) | > grad_norm_1: tensor(445.8766, device='cuda:0') (tensor(234.3123, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3698 (0.37059813609226144) | > loader_time: 0.0039 (0.003653229569359649)  --> TIME: 2024-06-10 22:43:19 -- STEP: 164/330 -- GLOBAL_STEP: 146575 | > loss_disc: 2.3640928268432617 (2.2724103811310554) | > loss_disc_real_0: 0.17129261791706085 (0.1123263828638123) | > loss_disc_real_1: 0.21779924631118774 (0.19735494973819423) | > loss_disc_real_2: 0.19751422107219696 (0.2134586648061508) | > loss_disc_real_3: 0.21191562712192535 (0.2254748095462962) | > loss_disc_real_4: 0.2416507601737976 (0.21719710710572032) | > loss_disc_real_5: 0.23352622985839844 (0.21231273080154153) | > loss_0: 2.3640928268432617 (2.2724103811310554) | > grad_norm_0: tensor(45.6782, device='cuda:0') (tensor(19.0365, device='cuda:0')) | > loss_gen: 2.4903712272644043 (2.5927855808560443) | > loss_kl: 1.7155213356018066 (1.7176340687565688) | > loss_feat: 7.349752902984619 (7.401246483733014) | > loss_mel: 18.660778045654297 (19.412675055061893) | > loss_duration: 2.15592098236084 (2.0744178084338576) | > loss_1: 32.372344970703125 (33.19875896267774) | > grad_norm_1: tensor(388.0550, device='cuda:0') (tensor(244.4460, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3975 (0.3718087498734637) | > loader_time: 0.0045 (0.003770304889213748)  --> TIME: 2024-06-10 22:43:29 -- STEP: 189/330 -- GLOBAL_STEP: 146600 | > loss_disc: 2.2203664779663086 (2.2780597487454686) | > loss_disc_real_0: 0.10061044991016388 (0.1118634578491014) | > loss_disc_real_1: 0.17780989408493042 (0.19781597904742704) | > loss_disc_real_2: 0.22038127481937408 (0.21393998897580244) | > loss_disc_real_3: 0.19984397292137146 (0.2257583518980672) | > loss_disc_real_4: 0.1788756251335144 (0.21722419079018648) | > loss_disc_real_5: 0.1955655813217163 (0.21260289020008505) | > loss_0: 2.2203664779663086 (2.2780597487454686) | > grad_norm_0: tensor(15.6048, device='cuda:0') (tensor(19.8745, device='cuda:0')) | > loss_gen: 2.58723521232605 (2.6015947344441894) | > loss_kl: 1.7117609977722168 (1.7149287531615565) | > loss_feat: 7.836895942687988 (7.4388294547953935) | > loss_mel: 19.238035202026367 (19.41494228221751) | > loss_duration: 2.1377689838409424 (2.0798308843027336) | > loss_1: 33.511695861816406 (33.25012612721276) | > grad_norm_1: tensor(355.5058, device='cuda:0') (tensor(252.2317, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3963 (0.3737925234295073) | > loader_time: 0.0054 (0.003904997356354244)  --> TIME: 2024-06-10 22:43:39 -- STEP: 214/330 -- GLOBAL_STEP: 146625 | > loss_disc: 2.3406224250793457 (2.280350414391989) | > loss_disc_real_0: 0.12817339599132538 (0.11287307897669688) | > loss_disc_real_1: 0.19348889589309692 (0.19855673903616783) | > loss_disc_real_2: 0.2353198230266571 (0.2147529088308878) | > loss_disc_real_3: 0.271991491317749 (0.22552169218798665) | > loss_disc_real_4: 0.23888003826141357 (0.21712412211661028) | > loss_disc_real_5: 0.28836601972579956 (0.21251741044710723) | > loss_0: 2.3406224250793457 (2.280350414391989) | > grad_norm_0: tensor(12.3224, device='cuda:0') (tensor(21.9198, device='cuda:0')) | > loss_gen: 2.9214627742767334 (2.6087690157310983) | > loss_kl: 1.6772770881652832 (1.7139297289268993) | > loss_feat: 7.255502700805664 (7.446122987248073) | > loss_mel: 19.16904067993164 (19.378830891903302) | > loss_duration: 2.1666905879974365 (2.0853384281987335) | > loss_1: 33.189971923828125 (33.232991111612755) | > grad_norm_1: tensor(286.3612, device='cuda:0') (tensor(264.1078, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.3958 (0.37658598824082135) | > loader_time: 0.0048 (0.004043902192160348)  --> TIME: 2024-06-10 22:43:50 -- STEP: 239/330 -- GLOBAL_STEP: 146650 | > loss_disc: 2.283304452896118 (2.2742609429060154) | > loss_disc_real_0: 0.15422482788562775 (0.11257471315656245) | > loss_disc_real_1: 0.1588662564754486 (0.19842763307453692) | > loss_disc_real_2: 0.23379214107990265 (0.21400627880415657) | > loss_disc_real_3: 0.2048250138759613 (0.2241275801818241) | > loss_disc_real_4: 0.19396257400512695 (0.21570399079362718) | > loss_disc_real_5: 0.20799469947814941 (0.21213949281550845) | > loss_0: 2.283304452896118 (2.2742609429060154) | > grad_norm_0: tensor(60.9123, device='cuda:0') (tensor(23.8888, device='cuda:0')) | > loss_gen: 2.5341501235961914 (2.6217752680120108) | > loss_kl: 1.5931594371795654 (1.7096660950193845) | > loss_feat: 8.14144515991211 (7.480841393251299) | > loss_mel: 19.404613494873047 (19.318881804973) | > loss_duration: 2.1224303245544434 (2.0921450504199233) | > loss_1: 33.79579544067383 (33.22330964060506) | > grad_norm_1: tensor(257.4820, device='cuda:0') (tensor(268.8150, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.4136 (0.380211364275242) | > loader_time: 0.0049 (0.0041662649130721485)  --> TIME: 2024-06-10 22:44:01 -- STEP: 264/330 -- GLOBAL_STEP: 146675 | > loss_disc: 2.263564348220825 (2.277160462104912) | > loss_disc_real_0: 0.09389441460371017 (0.11240388316130545) | > loss_disc_real_1: 0.18311476707458496 (0.19850923025021044) | > loss_disc_real_2: 0.17830084264278412 (0.21478670508121) | > loss_disc_real_3: 0.1967446357011795 (0.22453671817978224) | > loss_disc_real_4: 0.19316387176513672 (0.21612771013469406) | > loss_disc_real_5: 0.2154272496700287 (0.2117545135093457) | > loss_0: 2.263564348220825 (2.277160462104912) | > grad_norm_0: tensor(7.1425, device='cuda:0') (tensor(23.8693, device='cuda:0')) | > loss_gen: 2.5332436561584473 (2.6173215544585022) | > loss_kl: 1.5671069622039795 (1.7090591296102062) | > loss_feat: 7.226805686950684 (7.494315275640199) | > loss_mel: 18.296833038330078 (19.27501968903974) | > loss_duration: 2.205732583999634 (2.0984638798417468) | > loss_1: 31.829721450805664 (33.194179563811296) | > grad_norm_1: tensor(127.3645, device='cuda:0') (tensor(274.0207, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.4262 (0.38417911529541016) | > loader_time: 0.0059 (0.004291689757144814)  --> TIME: 2024-06-10 22:44:12 -- STEP: 289/330 -- GLOBAL_STEP: 146700 | > loss_disc: 2.2515645027160645 (2.2766964295331156) | > loss_disc_real_0: 0.11936628073453903 (0.11315837135106632) | > loss_disc_real_1: 0.1664009839296341 (0.19853608856770402) | > loss_disc_real_2: 0.19913078844547272 (0.21451830405058742) | > loss_disc_real_3: 0.20541790127754211 (0.22430965345623585) | > loss_disc_real_4: 0.17786738276481628 (0.21686465532928192) | > loss_disc_real_5: 0.18904273211956024 (0.2114954136544033) | > loss_0: 2.2515645027160645 (2.2766964295331156) | > grad_norm_0: tensor(11.4328, device='cuda:0') (tensor(23.2541, device='cuda:0')) | > loss_gen: 2.377760410308838 (2.613455148716698) | > loss_kl: 1.813551425933838 (1.710481089704177) | > loss_feat: 7.100298881530762 (7.508404936344978) | > loss_mel: 17.28107261657715 (19.22356345496787) | > loss_duration: 2.231295108795166 (2.1066206710148845) | > loss_1: 30.803977966308594 (33.16252532219801) | > grad_norm_1: tensor(88.3944, device='cuda:0') (tensor(271.7588, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.467 (0.3901496997754054) | > loader_time: 0.0061 (0.004444357433121098)  --> TIME: 2024-06-10 22:44:25 -- STEP: 314/330 -- GLOBAL_STEP: 146725 | > loss_disc: 2.2259082794189453 (2.278262563571808) | > loss_disc_real_0: 0.16367179155349731 (0.11425216029736264) | > loss_disc_real_1: 0.218064084649086 (0.19951719899845718) | > loss_disc_real_2: 0.20264305174350739 (0.21421345408744868) | > loss_disc_real_3: 0.20152024924755096 (0.22399661727961462) | > loss_disc_real_4: 0.21587532758712769 (0.21655809200683218) | > loss_disc_real_5: 0.19469322264194489 (0.21079439560698857) | > loss_0: 2.2259082794189453 (2.278262563571808) | > grad_norm_0: tensor(22.9195, device='cuda:0') (tensor(22.8448, device='cuda:0')) | > loss_gen: 2.7119524478912354 (2.6085174364648798) | > loss_kl: 1.6919162273406982 (1.7139990656239212) | > loss_feat: 7.959553241729736 (7.512115010790005) | > loss_mel: 18.66530990600586 (19.18508088664644) | > loss_duration: 2.2925362586975098 (2.1182777877825836) | > loss_1: 33.32126998901367 (33.13799022868939) | > grad_norm_1: tensor(257.7394, device='cuda:0') (tensor(267.7997, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.5407 (0.3985399235585692) | > loader_time: 0.0072 (0.004642990744037994)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.470127820968628 (2.470127820968628) | > loss_disc_real_0: 0.11348021030426025 (0.11348021030426025) | > loss_disc_real_1: 0.11170832812786102 (0.11170832812786102) | > loss_disc_real_2: 0.2507964074611664 (0.2507964074611664) | > loss_disc_real_3: 0.2165887951850891 (0.2165887951850891) | > loss_disc_real_4: 0.2301936149597168 (0.2301936149597168) | > loss_disc_real_5: 0.1846122145652771 (0.1846122145652771) | > loss_0: 2.470127820968628 (2.470127820968628) | > loss_gen: 1.9781707525253296 (1.9781707525253296) | > loss_kl: 2.384099006652832 (2.384099006652832) | > loss_feat: 5.594546794891357 (5.594546794891357) | > loss_mel: 16.564453125 (16.564453125) | > loss_duration: 2.795464277267456 (2.795464277267456) | > loss_1: 29.31673240661621 (29.31673240661621)  --> STEP: 1 | > loss_disc: 2.3830690383911133 (2.3830690383911133) | > loss_disc_real_0: 0.08567120134830475 (0.08567120134830475) | > loss_disc_real_1: 0.13748738169670105 (0.13748738169670105) | > loss_disc_real_2: 0.2062874734401703 (0.2062874734401703) | > loss_disc_real_3: 0.2392915040254593 (0.2392915040254593) | > loss_disc_real_4: 0.25491029024124146 (0.25491029024124146) | > loss_disc_real_5: 0.27136412262916565 (0.27136412262916565) | > loss_0: 2.3830690383911133 (2.3830690383911133) | > loss_gen: 2.284982442855835 (2.284982442855835) | > loss_kl: 2.2035295963287354 (2.2035295963287354) | > loss_feat: 5.819985866546631 (5.819985866546631) | > loss_mel: 18.736427307128906 (18.736427307128906) | > loss_duration: 2.3522276878356934 (2.3522276878356934) | > loss_1: 31.397153854370117 (31.397153854370117)  --> STEP: 2 | > loss_disc: 2.846489906311035 (2.614779472351074) | > loss_disc_real_0: 0.059176236391067505 (0.07242371886968613) | > loss_disc_real_1: 0.14183232188224792 (0.1396598517894745) | > loss_disc_real_2: 0.40056297183036804 (0.30342522263526917) | > loss_disc_real_3: 0.31504565477371216 (0.2771685793995857) | > loss_disc_real_4: 0.32263362407684326 (0.28877195715904236) | > loss_disc_real_5: 0.31420886516571045 (0.29278649389743805) | > loss_0: 2.846489906311035 (2.614779472351074) | > loss_gen: 2.028364658355713 (2.156673550605774) | > loss_kl: 2.89123272895813 (2.5473811626434326) | > loss_feat: 5.322680473327637 (5.571333169937134) | > loss_mel: 19.914247512817383 (19.325337409973145) | > loss_duration: 2.4460275173187256 (2.3991276025772095) | > loss_1: 32.6025505065918 (31.999852180480957)  --> STEP: 3 | > loss_disc: 2.2747743129730225 (2.501444419225057) | > loss_disc_real_0: 0.08123283088207245 (0.07536008954048157) | > loss_disc_real_1: 0.17360840737819672 (0.15097603698571524) | > loss_disc_real_2: 0.19746674597263336 (0.26810573041439056) | > loss_disc_real_3: 0.26825353503227234 (0.2741968979438146) | > loss_disc_real_4: 0.23914501070976257 (0.2722296416759491) | > loss_disc_real_5: 0.26038673520088196 (0.28198657433191937) | > loss_0: 2.2747743129730225 (2.501444419225057) | > loss_gen: 2.404183864593506 (2.2391769886016846) | > loss_kl: 2.0090346336364746 (2.3679323196411133) | > loss_feat: 7.042861461639404 (6.061842600504558) | > loss_mel: 20.664461135864258 (19.771711985270183) | > loss_duration: 2.184282064437866 (2.3275124231974282) | > loss_1: 34.3048210144043 (32.76817512512207)  --> STEP: 4 | > loss_disc: 2.3942697048187256 (2.474650740623474) | > loss_disc_real_0: 0.10906290262937546 (0.08378579281270504) | > loss_disc_real_1: 0.1134326159954071 (0.1415901817381382) | > loss_disc_real_2: 0.27691730856895447 (0.27030862495303154) | > loss_disc_real_3: 0.24346140027046204 (0.26651302352547646) | > loss_disc_real_4: 0.16576625406742096 (0.24561379477381706) | > loss_disc_real_5: 0.21354597806930542 (0.26487642526626587) | > loss_0: 2.3942697048187256 (2.474650740623474) | > loss_gen: 2.184901714324951 (2.225608170032501) | > loss_kl: 2.6003706455230713 (2.426041901111603) | > loss_feat: 8.382214546203613 (6.641935586929321) | > loss_mel: 19.38551902770996 (19.675163745880127) | > loss_duration: 2.159210205078125 (2.2854368686676025) | > loss_1: 34.712215423583984 (33.25418519973755)  --> STEP: 5 | > loss_disc: 2.2766363620758057 (2.4350478649139404) | > loss_disc_real_0: 0.05262579768896103 (0.07755379378795624) | > loss_disc_real_1: 0.12048202008008957 (0.13736854940652848) | > loss_disc_real_2: 0.29387012124061584 (0.2750209242105484) | > loss_disc_real_3: 0.2121715396642685 (0.25564472675323485) | > loss_disc_real_4: 0.14631864428520203 (0.22575476467609407) | > loss_disc_real_5: 0.20488516986370087 (0.25287817418575287) | > loss_0: 2.2766363620758057 (2.4350478649139404) | > loss_gen: 2.024686098098755 (2.185423755645752) | > loss_kl: 2.145063638687134 (2.369846248626709) | > loss_feat: 5.73294734954834 (6.460137939453125) | > loss_mel: 19.500152587890625 (19.640161514282227) | > loss_duration: 2.3097991943359375 (2.2903093338012694) | > loss_1: 31.712648391723633 (32.94587783813476)  --> STEP: 6 | > loss_disc: 2.864905595779419 (2.506690820058187) | > loss_disc_real_0: 0.059586301445961 (0.07455921173095703) | > loss_disc_real_1: 0.3828180432319641 (0.1782767983774344) | > loss_disc_real_2: 0.22028183937072754 (0.2658977434039116) | > loss_disc_real_3: 0.24664832651615143 (0.254145326713721) | > loss_disc_real_4: 0.24067914485931396 (0.22824216137329736) | > loss_disc_real_5: 0.22062262892723083 (0.2475022499759992) | > loss_0: 2.864905595779419 (2.506690820058187) | > loss_gen: 2.4248197078704834 (2.2253230810165405) | > loss_kl: 1.9600332975387573 (2.3015440901120505) | > loss_feat: 6.819525718688965 (6.520035902659099) | > loss_mel: 20.767314910888672 (19.828020413716633) | > loss_duration: 2.0825881958007812 (2.2556891441345215) | > loss_1: 34.054283142089844 (33.13061205546061)  --> STEP: 7 | > loss_disc: 2.198091745376587 (2.4626052379608154) | > loss_disc_real_0: 0.049401912838220596 (0.07096531188913754) | > loss_disc_real_1: 0.17195118963718414 (0.1773731399859701) | > loss_disc_real_2: 0.23522882163524628 (0.2615164688655308) | > loss_disc_real_3: 0.23002316057682037 (0.250699302979878) | > loss_disc_real_4: 0.1847546547651291 (0.22202966042927333) | > loss_disc_real_5: 0.18851858377456665 (0.2390760119472231) | > loss_0: 2.198091745376587 (2.4626052379608154) | > loss_gen: 2.276430368423462 (2.232624122074672) | > loss_kl: 3.172063112258911 (2.425903950418745) | > loss_feat: 6.888098239898682 (6.572616236550467) | > loss_mel: 21.02229881286621 (19.998631613595144) | > loss_duration: 2.439561605453491 (2.28195663860866) | > loss_1: 35.7984504699707 (33.511731828962056)  --> STEP: 8 | > loss_disc: 2.2206761837005615 (2.4323641061782837) | > loss_disc_real_0: 0.09446479380130768 (0.07390274712815881) | > loss_disc_real_1: 0.09624087810516357 (0.16723160725086927) | > loss_disc_real_2: 0.23321004211902618 (0.25797816552221775) | > loss_disc_real_3: 0.21268631517887115 (0.24594767950475216) | > loss_disc_real_4: 0.16921132802963257 (0.21542736887931824) | > loss_disc_real_5: 0.1927596628665924 (0.23328646831214428) | > loss_0: 2.2206761837005615 (2.4323641061782837) | > loss_gen: 2.2578694820404053 (2.235779792070389) | > loss_kl: 2.0279040336608887 (2.3761539608240128) | > loss_feat: 8.253714561462402 (6.782753527164459) | > loss_mel: 19.47568130493164 (19.933262825012207) | > loss_duration: 2.142137050628662 (2.2644791901111603) | > loss_1: 34.15730285644531 (33.59242820739746)  --> STEP: 9 | > loss_disc: 2.3116230964660645 (2.4189484384324818) | > loss_disc_real_0: 0.06600936502218246 (0.07302570467193921) | > loss_disc_real_1: 0.09233923256397247 (0.1589102322856585) | > loss_disc_real_2: 0.2739277780056 (0.259750344687038) | > loss_disc_real_3: 0.18445809185504913 (0.2391155030992296) | > loss_disc_real_4: 0.18865272402763367 (0.21245240834024218) | > loss_disc_real_5: 0.21130013465881348 (0.23084354235066307) | > loss_0: 2.3116230964660645 (2.4189484384324818) | > loss_gen: 2.1883814334869385 (2.2305133077833386) | > loss_kl: 2.030010938644409 (2.337693625026279) | > loss_feat: 9.441158294677734 (7.0781318346659345) | > loss_mel: 21.32549476623535 (20.087955262925888) | > loss_duration: 2.049412727355957 (2.240582916471693) | > loss_1: 37.03445816040039 (33.97487597995334)  --> STEP: 10 | > loss_disc: 2.1199560165405273 (2.389049196243286) | > loss_disc_real_0: 0.07677660137414932 (0.07340079434216022) | > loss_disc_real_1: 0.08650242537260056 (0.15166945159435272) | > loss_disc_real_2: 0.15264412760734558 (0.24903972297906876) | > loss_disc_real_3: 0.13887833058834076 (0.22909178584814072) | > loss_disc_real_4: 0.13926078379154205 (0.20513324588537216) | > loss_disc_real_5: 0.09270261973142624 (0.2170294500887394) | > loss_0: 2.1199560165405273 (2.389049196243286) | > loss_gen: 1.9771573543548584 (2.2051777124404905) | > loss_kl: 1.528824806213379 (2.256806743144989) | > loss_feat: 8.485434532165527 (7.218862104415893) | > loss_mel: 20.890684127807617 (20.168228149414062) | > loss_duration: 2.264240264892578 (2.2429486513137817) | > loss_1: 35.146339416503906 (34.0920223236084)  --> STEP: 11 | > loss_disc: 2.353341579437256 (2.38580304926092) | > loss_disc_real_0: 0.09526561945676804 (0.07538850571621548) | > loss_disc_real_1: 0.09175804257392883 (0.14622295986522327) | > loss_disc_real_2: 0.19925498962402344 (0.24451383812861008) | > loss_disc_real_3: 0.18236273527145386 (0.2248436903411692) | > loss_disc_real_4: 0.20270855724811554 (0.20491281964562155) | > loss_disc_real_5: 0.2433244287967682 (0.21941990269856018) | > loss_0: 2.353341579437256 (2.38580304926092) | > loss_gen: 2.016791582107544 (2.188051700592041) | > loss_kl: 2.5495481491088867 (2.283419598232616) | > loss_feat: 6.001409530639648 (7.108184597708962) | > loss_mel: 17.76339340209961 (19.949606808749113) | > loss_duration: 2.406399726867676 (2.2578078400004995) | > loss_1: 30.73754119873047 (33.78706949407404)  --> STEP: 12 | > loss_disc: 2.729057788848877 (2.4144076108932495) | > loss_disc_real_0: 0.08465112000703812 (0.0761603902404507) | > loss_disc_real_1: 0.1934698224067688 (0.15016019841035208) | > loss_disc_real_2: 0.3268311321735382 (0.2513736126323541) | > loss_disc_real_3: 0.29233479499816895 (0.23046794906258583) | > loss_disc_real_4: 0.28623294830322266 (0.21168949703375498) | > loss_disc_real_5: 0.2008155733346939 (0.217869541918238) | > loss_0: 2.729057788848877 (2.4144076108932495) | > loss_gen: 1.952239751815796 (2.1684007048606873) | > loss_kl: 2.366727828979492 (2.2903619507948556) | > loss_feat: 4.447780132293701 (6.8864842255910235) | > loss_mel: 17.803632736206055 (19.77077563603719) | > loss_duration: 2.167644500732422 (2.2502942283948264) | > loss_1: 28.738025665283203 (33.366315841674805)  --> STEP: 13 | > loss_disc: 2.329451560974121 (2.4078725301302395) | > loss_disc_real_0: 0.13193437457084656 (0.08045069672740422) | > loss_disc_real_1: 0.1670905202627182 (0.15146253086053407) | > loss_disc_real_2: 0.1857783943414688 (0.24632782660997832) | > loss_disc_real_3: 0.2068372219800949 (0.22865020082547113) | > loss_disc_real_4: 0.22251039743423462 (0.21252187398763803) | > loss_disc_real_5: 0.2515853941440582 (0.22046306901253188) | > loss_0: 2.329451560974121 (2.4078725301302395) | > loss_gen: 2.3161137104034424 (2.1797632437485914) | > loss_kl: 2.399142026901245 (2.298729648956886) | > loss_feat: 6.706748008728027 (6.872658362755408) | > loss_mel: 17.89363670349121 (19.626380333533653) | > loss_duration: 2.0996322631835938 (2.2387048464555006) | > loss_1: 31.415273666381836 (33.216235674344574)  --> STEP: 14 | > loss_disc: 2.5850894451141357 (2.4205308812005177) | > loss_disc_real_0: 0.08916419744491577 (0.08107308963579792) | > loss_disc_real_1: 0.09205401688814163 (0.14721906557679176) | > loss_disc_real_2: 0.303156316280365 (0.25038700444357737) | > loss_disc_real_3: 0.2941345274448395 (0.2333276527268546) | > loss_disc_real_4: 0.23825551569461823 (0.21435999125242233) | > loss_disc_real_5: 0.2267073690891266 (0.22090909044657434) | > loss_0: 2.5850894451141357 (2.4205308812005177) | > loss_gen: 2.065188407897949 (2.171579326902117) | > loss_kl: 2.4967803955078125 (2.3128761308533803) | > loss_feat: 6.961363315582275 (6.878994430814471) | > loss_mel: 19.773866653442383 (19.636915070669993) | > loss_duration: 2.3433661460876465 (2.2461806535720825) | > loss_1: 33.64056396484375 (33.24654483795166)  --> STEP: 15 | > loss_disc: 2.1515605449676514 (2.4025995254516603) | > loss_disc_real_0: 0.08926775306463242 (0.08161940053105354) | > loss_disc_real_1: 0.14432121813297272 (0.14702587574720383) | > loss_disc_real_2: 0.22597530484199524 (0.2487595578034719) | > loss_disc_real_3: 0.21682365238666534 (0.23222738603750864) | > loss_disc_real_4: 0.1682809442281723 (0.211288054784139) | > loss_disc_real_5: 0.1583200991153717 (0.21673649102449416) | > loss_0: 2.1515605449676514 (2.4025995254516603) | > loss_gen: 2.272529363632202 (2.1783093293507894) | > loss_kl: 2.316089630126953 (2.313090364138285) | > loss_feat: 6.148761749267578 (6.830312252044678) | > loss_mel: 19.09416961669922 (19.600732040405273) | > loss_duration: 2.2778217792510986 (2.2482900619506836) | > loss_1: 32.109371185302734 (33.170733261108396)  --> STEP: 16 | > loss_disc: 2.23148250579834 (2.3919047117233276) | > loss_disc_real_0: 0.07576555013656616 (0.08125353488139808) | > loss_disc_real_1: 0.13993699848651886 (0.14658282091841102) | > loss_disc_real_2: 0.2653738558292389 (0.24979795143008232) | > loss_disc_real_3: 0.21592548489570618 (0.231208517216146) | > loss_disc_real_4: 0.19096629321575165 (0.2100179446861148) | > loss_disc_real_5: 0.19394223392009735 (0.21531184995546937) | > loss_0: 2.23148250579834 (2.3919047117233276) | > loss_gen: 2.362208127975464 (2.1898030042648315) | > loss_kl: 2.223079204559326 (2.3074646666646004) | > loss_feat: 8.506820678710938 (6.935094028711319) | > loss_mel: 19.43044662475586 (19.590089201927185) | > loss_duration: 2.2667160034179688 (2.249441683292389) | > loss_1: 34.78927230834961 (33.271891951560974)  --> STEP: 17 | > loss_disc: 2.2137961387634277 (2.3814277368433334) | > loss_disc_real_0: 0.07103477418422699 (0.08065243131097626) | > loss_disc_real_1: 0.1373099386692047 (0.146037357256693) | > loss_disc_real_2: 0.24596677720546722 (0.24957258824039907) | > loss_disc_real_3: 0.21240663528442383 (0.2301025241613388) | > loss_disc_real_4: 0.21204246580600739 (0.21013703416375554) | > loss_disc_real_5: 0.16320295631885529 (0.2122466209180215) | > loss_0: 2.2137961387634277 (2.3814277368433334) | > loss_gen: 2.4133999347686768 (2.202955764882705) | > loss_kl: 1.7940524816513062 (2.2772639498991123) | > loss_feat: 7.019155979156494 (6.940038849325741) | > loss_mel: 18.483369827270508 (19.524988062241498) | > loss_duration: 2.438430070877075 (2.260558647267959) | > loss_1: 32.148406982421875 (33.205804600435144)  --> STEP: 18 | > loss_disc: 2.008042573928833 (2.360684116681417) | > loss_disc_real_0: 0.08475347608327866 (0.08088026713165972) | > loss_disc_real_1: 0.11051995307207108 (0.1440641681353251) | > loss_disc_real_2: 0.16729384660720825 (0.24500154703855515) | > loss_disc_real_3: 0.1948128342628479 (0.22814198583364487) | > loss_disc_real_4: 0.16220921277999878 (0.2074743774202135) | > loss_disc_real_5: 0.09625713527202606 (0.20580276060435507) | > loss_0: 2.008042573928833 (2.360684116681417) | > loss_gen: 2.3839683532714844 (2.2130120197931924) | > loss_kl: 2.4970786571502686 (2.2894758780797324) | > loss_feat: 9.677186965942383 (7.092102633582221) | > loss_mel: 21.82467269897461 (19.652748319837784) | > loss_duration: 2.2361721992492676 (2.2592038446002536) | > loss_1: 38.61907958984375 (33.50654209984673)  --> STEP: 19 | > loss_disc: 2.4746737480163574 (2.3666835709622034) | > loss_disc_real_0: 0.0865437313914299 (0.08117834419796341) | > loss_disc_real_1: 0.12647050619125366 (0.1431381859277424) | > loss_disc_real_2: 0.23105403780937195 (0.24426746760544024) | > loss_disc_real_3: 0.3022618889808655 (0.23204303336770912) | > loss_disc_real_4: 0.250200480222702 (0.20972311967297605) | > loss_disc_real_5: 0.3147338032722473 (0.2115359733763494) | > loss_0: 2.4746737480163574 (2.3666835709622034) | > loss_gen: 2.1714019775390625 (2.2108220175692908) | > loss_kl: 1.9044204950332642 (2.269209805287813) | > loss_feat: 5.506396770477295 (7.008644430260909) | > loss_mel: 19.380229949951172 (19.638405247738486) | > loss_duration: 2.3043227195739746 (2.2615785222304496) | > loss_1: 31.26677131652832 (33.3886594270405)  --> STEP: 20 | > loss_disc: 2.08011794090271 (2.352355289459229) | > loss_disc_real_0: 0.12482622265815735 (0.08336073812097311) | > loss_disc_real_1: 0.16564923524856567 (0.14426373839378356) | > loss_disc_real_2: 0.26199576258659363 (0.24515388235449792) | > loss_disc_real_3: 0.22872355580329895 (0.2318770594894886) | > loss_disc_real_4: 0.16221655905246735 (0.2073477916419506) | > loss_disc_real_5: 0.17147628962993622 (0.20953298918902874) | > loss_0: 2.08011794090271 (2.352355289459229) | > loss_gen: 2.671942710876465 (2.2338780522346493) | > loss_kl: 1.99813973903656 (2.2556563019752502) | > loss_feat: 7.273954391479492 (7.021909928321838) | > loss_mel: 20.959270477294922 (19.70444850921631) | > loss_duration: 2.272442102432251 (2.2621217012405395) | > loss_1: 35.175750732421875 (33.47801399230957)  --> STEP: 21 | > loss_disc: 2.406886100769043 (2.354951994759696) | > loss_disc_real_0: 0.10321217775344849 (0.0843060447701386) | > loss_disc_real_1: 0.13583630323410034 (0.14386243195760817) | > loss_disc_real_2: 0.21151424944400787 (0.243551995073046) | > loss_disc_real_3: 0.2687232196331024 (0.2336316385439464) | > loss_disc_real_4: 0.2286929488182068 (0.2083642276979628) | > loss_disc_real_5: 0.22366054356098175 (0.21020572987340747) | > loss_0: 2.406886100769043 (2.354951994759696) | > loss_gen: 2.2517993450164795 (2.2347314471290223) | > loss_kl: 3.016221523284912 (2.2918736934661865) | > loss_feat: 7.50229549407959 (7.0447854314531595) | > loss_mel: 18.78584098815918 (19.660705293927872) | > loss_duration: 2.093630790710449 (2.2540983245486306) | > loss_1: 33.64978790283203 (33.48619370233445)  --> STEP: 22 | > loss_disc: 2.373926877975464 (2.355814489451322) | > loss_disc_real_0: 0.14756380021572113 (0.08718139729039236) | > loss_disc_real_1: 0.10876930505037308 (0.14226728982546114) | > loss_disc_real_2: 0.19391906261444092 (0.24129595268856396) | > loss_disc_real_3: 0.21977119147777557 (0.2330016182227568) | > loss_disc_real_4: 0.17491278052330017 (0.20684370737184177) | > loss_disc_real_5: 0.16234815120697021 (0.2080303853885694) | > loss_0: 2.373926877975464 (2.355814489451322) | > loss_gen: 2.1212270259857178 (2.229572155258872) | > loss_kl: 2.120504379272461 (2.2840841791846533) | > loss_feat: 7.912917137145996 (7.084245963530107) | > loss_mel: 20.181276321411133 (19.68436761335893) | > loss_duration: 2.130091667175293 (2.2484616583043877) | > loss_1: 34.46601867675781 (33.530731201171875)  --> STEP: 23 | > loss_disc: 2.2670114040374756 (2.3519534857376767) | > loss_disc_real_0: 0.057776935398578644 (0.08590294242553088) | > loss_disc_real_1: 0.17054834961891174 (0.14349690112082855) | > loss_disc_real_2: 0.20371991395950317 (0.23966221187425696) | > loss_disc_real_3: 0.16815225780010223 (0.23018208081307617) | > loss_disc_real_4: 0.1653495877981186 (0.2050396152164625) | > loss_disc_real_5: 0.1950162798166275 (0.20746455471152844) | > loss_0: 2.2670114040374756 (2.3519534857376767) | > loss_gen: 2.1687092781066895 (2.226925943208777) | > loss_kl: 2.323789119720459 (2.2858104809470796) | > loss_feat: 9.693737030029297 (7.197702096856159) | > loss_mel: 18.75201416015625 (19.643830506697945) | > loss_duration: 2.2518200874328613 (2.2486076769621475) | > loss_1: 35.19007110595703 (33.602876414423406)  --> STEP: 24 | > loss_disc: 2.7511959075927734 (2.368588586648306) | > loss_disc_real_0: 0.1871550977230072 (0.0901217822295924) | > loss_disc_real_1: 0.1679900884628296 (0.14451745059341192) | > loss_disc_real_2: 0.3054521381855011 (0.24240345880389214) | > loss_disc_real_3: 0.2592953145503998 (0.231395132218798) | > loss_disc_real_4: 0.23336057364940643 (0.2062196551511685) | > loss_disc_real_5: 0.2817133665084839 (0.21055825520306826) | > loss_0: 2.7511959075927734 (2.368588586648306) | > loss_gen: 2.2218008041381836 (2.226712395747502) | > loss_kl: 2.338719606399536 (2.288015027840932) | > loss_feat: 6.386026382446289 (7.163882275422414) | > loss_mel: 18.478038787841797 (19.595255851745605) | > loss_duration: 2.4255974292755127 (2.2559822499752045) | > loss_1: 31.85018539428711 (33.529847621917725)  --> STEP: 25 | > loss_disc: 2.2926535606384277 (2.365551185607911) | > loss_disc_real_0: 0.06447545439004898 (0.08909592911601066) | > loss_disc_real_1: 0.13123270869255066 (0.14398606091737748) | > loss_disc_real_2: 0.2918119430541992 (0.24437979817390443) | > loss_disc_real_3: 0.21056678891181946 (0.23056199848651887) | > loss_disc_real_4: 0.23682913184165955 (0.20744403421878815) | > loss_disc_real_5: 0.20087164640426636 (0.21017079085111617) | > loss_0: 2.2926535606384277 (2.365551185607911) | > loss_gen: 2.3650479316711426 (2.2322458171844475) | > loss_kl: 2.571082830429077 (2.2993377399444577) | > loss_feat: 8.11365032196045 (7.201872997283935) | > loss_mel: 19.85603904724121 (19.60568717956543) | > loss_duration: 2.3640708923339844 (2.260305795669556) | > loss_1: 35.26988983154297 (33.59944931030273)  --> STEP: 26 | > loss_disc: 2.510108232498169 (2.3711110720267667) | > loss_disc_real_0: 0.07670234143733978 (0.08861925266683102) | > loss_disc_real_1: 0.0867450013756752 (0.14178448170423508) | > loss_disc_real_2: 0.2439827173948288 (0.24436452583624765) | > loss_disc_real_3: 0.23841968178749084 (0.23086421707501778) | > loss_disc_real_4: 0.2122754007577896 (0.20762985600874975) | > loss_disc_real_5: 0.2746955454349518 (0.21265251218126371) | > loss_0: 2.510108232498169 (2.3711110720267667) | > loss_gen: 1.8591604232788086 (2.2178963789573074) | > loss_kl: 2.123500347137451 (2.2925747632980342) | > loss_feat: 6.304254055023193 (7.167349191812368) | > loss_mel: 21.090103149414062 (19.662780101482685) | > loss_duration: 2.3042869567871094 (2.2619973787894616) | > loss_1: 33.681304931640625 (33.60259760343111) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024413420603825496 (+3.548768850473224e-05) | > avg_loss_disc: 2.3711110720267667 (+0.0695172319045434) | > avg_loss_disc_real_0: 0.08861925266683102 (-0.02711227378593041) | > avg_loss_disc_real_1: 0.14178448170423508 (-0.11960781881442434) | > avg_loss_disc_real_2: 0.24436452583624765 (-0.023932550389033108) | > avg_loss_disc_real_3: 0.23086421707501778 (-0.04253650972476372) | > avg_loss_disc_real_4: 0.20762985600874975 (-0.025153601398834796) | > avg_loss_disc_real_5: 0.21265251218126371 (-0.03447679802775383) | > avg_loss_0: 2.3711110720267667 (+0.0695172319045434) | > avg_loss_gen: 2.2178963789573074 (-0.61054774431082) | > avg_loss_kl: 2.2925747632980342 (+0.15523916482925415) | > avg_loss_feat: 7.167349191812368 (-0.3090532376216011) | > avg_loss_mel: 19.662780101482685 (+0.5812716850867652) | > avg_loss_duration: 2.2619973787894616 (-0.007757067680358887) | > avg_loss_1: 33.60259760343111 (-0.19084725013146908)  > EPOCH: 178/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:44:52)   --> TIME: 2024-06-10 22:44:56 -- STEP: 9/330 -- GLOBAL_STEP: 146750 | > loss_disc: 2.3459761142730713 (2.3131224314371743) | > loss_disc_real_0: 0.09450899064540863 (0.10711112370093663) | > loss_disc_real_1: 0.2256646305322647 (0.21846415764755672) | > loss_disc_real_2: 0.2005462348461151 (0.20240717795160082) | > loss_disc_real_3: 0.20243117213249207 (0.21838530401388803) | > loss_disc_real_4: 0.23582278192043304 (0.22274562385347155) | > loss_disc_real_5: 0.2646123170852661 (0.2264116091860665) | > loss_0: 2.3459761142730713 (2.3131224314371743) | > grad_norm_0: tensor(8.8092, device='cuda:0') (tensor(10.7494, device='cuda:0')) | > loss_gen: 2.5801305770874023 (2.618205838733249) | > loss_kl: 1.576444387435913 (1.7225440740585327) | > loss_feat: 7.014196872711182 (7.101827356550428) | > loss_mel: 19.555673599243164 (19.5694154103597) | > loss_duration: 2.185084342956543 (2.261318233278063) | > loss_1: 32.911529541015625 (33.27331076727973) | > grad_norm_1: tensor(130.7886, device='cuda:0') (tensor(119.3697, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3588 (0.3653615050845676) | > loader_time: 0.0035 (0.003438870112101237)  --> TIME: 2024-06-10 22:45:06 -- STEP: 34/330 -- GLOBAL_STEP: 146775 | > loss_disc: 2.353459119796753 (2.309490302029778) | > loss_disc_real_0: 0.10604063421487808 (0.11661408578648287) | > loss_disc_real_1: 0.21202392876148224 (0.2054512513911023) | > loss_disc_real_2: 0.20609833300113678 (0.21348382532596588) | > loss_disc_real_3: 0.22261302173137665 (0.22235368805773117) | > loss_disc_real_4: 0.22657878696918488 (0.21826583366183674) | > loss_disc_real_5: 0.2369329333305359 (0.21689533705220504) | > loss_0: 2.353459119796753 (2.309490302029778) | > grad_norm_0: tensor(4.3593, device='cuda:0') (tensor(10.6083, device='cuda:0')) | > loss_gen: 2.523650646209717 (2.6024810566621674) | > loss_kl: 1.841830849647522 (1.7272814372006584) | > loss_feat: 7.406883239746094 (7.30158208398258) | > loss_mel: 18.966611862182617 (19.592416034025305) | > loss_duration: 2.1102826595306396 (2.12454952211941) | > loss_1: 32.84925842285156 (33.348310133990125) | > grad_norm_1: tensor(91.1141, device='cuda:0') (tensor(121.0789, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3925 (0.37178845966563506) | > loader_time: 0.0041 (0.0036859652575324565)  --> TIME: 2024-06-10 22:45:15 -- STEP: 59/330 -- GLOBAL_STEP: 146800 | > loss_disc: 2.4426329135894775 (2.313574180764666) | > loss_disc_real_0: 0.12667766213417053 (0.11590078788793694) | > loss_disc_real_1: 0.21364504098892212 (0.20386744126424952) | > loss_disc_real_2: 0.20147298276424408 (0.21533535471407034) | > loss_disc_real_3: 0.2628515362739563 (0.2262511268510657) | > loss_disc_real_4: 0.23289673030376434 (0.220319324883364) | > loss_disc_real_5: 0.24014383554458618 (0.21511345318818498) | > loss_0: 2.4426329135894775 (2.313574180764666) | > grad_norm_0: tensor(14.5422, device='cuda:0') (tensor(9.9075, device='cuda:0')) | > loss_gen: 2.426912307739258 (2.5885938183736) | > loss_kl: 1.7384073734283447 (1.7443322529227048) | > loss_feat: 6.631407260894775 (7.311643034724866) | > loss_mel: 18.8107967376709 (19.478272163261792) | > loss_duration: 2.0174899101257324 (2.0902676885410902) | > loss_1: 31.62501335144043 (33.213109064910384) | > grad_norm_1: tensor(134.9819, device='cuda:0') (tensor(120.2567, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3764 (0.3726688320353881) | > loader_time: 0.0045 (0.0037759118160959016)  --> TIME: 2024-06-10 22:45:24 -- STEP: 84/330 -- GLOBAL_STEP: 146825 | > loss_disc: 2.337597370147705 (2.303236649149941) | > loss_disc_real_0: 0.09998392313718796 (0.11620367708660308) | > loss_disc_real_1: 0.2284587174654007 (0.20240017541107677) | > loss_disc_real_2: 0.23925915360450745 (0.2145480996086484) | > loss_disc_real_3: 0.23338064551353455 (0.22527767522704034) | > loss_disc_real_4: 0.22143518924713135 (0.21918833965346926) | > loss_disc_real_5: 0.20505835115909576 (0.21317273573506446) | > loss_0: 2.337597370147705 (2.303236649149941) | > grad_norm_0: tensor(24.3419, device='cuda:0') (tensor(11.0700, device='cuda:0')) | > loss_gen: 2.634746789932251 (2.583108124278841) | > loss_kl: 1.7033865451812744 (1.7331764229706355) | > loss_feat: 7.28209924697876 (7.370417702765692) | > loss_mel: 19.162988662719727 (19.47349196388608) | > loss_duration: 2.12372088432312 (2.0766521820000254) | > loss_1: 32.906944274902344 (33.236846356164826) | > grad_norm_1: tensor(161.7707, device='cuda:0') (tensor(129.2364, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3477 (0.3710918199448359) | > loader_time: 0.0037 (0.003791806243714832)  --> TIME: 2024-06-10 22:45:34 -- STEP: 109/330 -- GLOBAL_STEP: 146850 | > loss_disc: 2.1078155040740967 (2.3110206280279604) | > loss_disc_real_0: 0.122185617685318 (0.11786809666167705) | > loss_disc_real_1: 0.18550491333007812 (0.20253190343533087) | > loss_disc_real_2: 0.23588256537914276 (0.21495621781283564) | > loss_disc_real_3: 0.18527884781360626 (0.22575183445160543) | > loss_disc_real_4: 0.17785823345184326 (0.2186486364231197) | > loss_disc_real_5: 0.18330998718738556 (0.21316576919971256) | > loss_0: 2.1078155040740967 (2.3110206280279604) | > grad_norm_0: tensor(20.3678, device='cuda:0') (tensor(12.9960, device='cuda:0')) | > loss_gen: 2.743870258331299 (2.5734279593196487) | > loss_kl: 1.720131278038025 (1.737911080001691) | > loss_feat: 7.834768295288086 (7.349095668267767) | > loss_mel: 19.605466842651367 (19.44141102712087) | > loss_duration: 1.992542028427124 (2.073141015997722) | > loss_1: 33.89677810668945 (33.17498655056733) | > grad_norm_1: tensor(189.7592, device='cuda:0') (tensor(152.3829, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3624 (0.37068590549154024) | > loader_time: 0.0047 (0.0038212198729908795)  --> TIME: 2024-06-10 22:45:43 -- STEP: 134/330 -- GLOBAL_STEP: 146875 | > loss_disc: 2.0852646827697754 (2.2993768489182895) | > loss_disc_real_0: 0.09914927929639816 (0.11580818202068556) | > loss_disc_real_1: 0.1815863996744156 (0.20180842580635155) | > loss_disc_real_2: 0.19135499000549316 (0.215005789563727) | > loss_disc_real_3: 0.2183719128370285 (0.223924735922422) | > loss_disc_real_4: 0.18783745169639587 (0.21847873559193826) | > loss_disc_real_5: 0.21888059377670288 (0.21241377327424377) | > loss_0: 2.0852646827697754 (2.2993768489182895) | > grad_norm_0: tensor(13.5367, device='cuda:0') (tensor(14.3827, device='cuda:0')) | > loss_gen: 3.0022737979888916 (2.589513686165881) | > loss_kl: 1.889863133430481 (1.7303085247082497) | > loss_feat: 8.853351593017578 (7.401029800301168) | > loss_mel: 19.99645233154297 (19.470842048303393) | > loss_duration: 2.0905656814575195 (2.073443988365914) | > loss_1: 35.83250427246094 (33.26513778629585) | > grad_norm_1: tensor(312.3390, device='cuda:0') (tensor(170.0750, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3573 (0.3716642216070375) | > loader_time: 0.0041 (0.003940265570113908)  --> TIME: 2024-06-10 22:45:53 -- STEP: 159/330 -- GLOBAL_STEP: 146900 | > loss_disc: 2.28304123878479 (2.289601207529225) | > loss_disc_real_0: 0.08701585233211517 (0.11517136895431662) | > loss_disc_real_1: 0.15172992646694183 (0.200033039323189) | > loss_disc_real_2: 0.22236984968185425 (0.2150324544629211) | > loss_disc_real_3: 0.21942034363746643 (0.22403629049190185) | > loss_disc_real_4: 0.1965935230255127 (0.21754610313559478) | > loss_disc_real_5: 0.2061760276556015 (0.21211377704668344) | > loss_0: 2.28304123878479 (2.289601207529225) | > grad_norm_0: tensor(29.1574, device='cuda:0') (tensor(16.4201, device='cuda:0')) | > loss_gen: 2.555102586746216 (2.6072618511487855) | > loss_kl: 1.7016123533248901 (1.7172721879287336) | > loss_feat: 7.824727535247803 (7.4618836738778365) | > loss_mel: 19.72819709777832 (19.45590559041724) | > loss_duration: 2.06960391998291 (2.074166000264247) | > loss_1: 33.879241943359375 (33.31648898574541) | > grad_norm_1: tensor(377.3469, device='cuda:0') (tensor(189.7813, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3579 (0.3705113518912838) | > loader_time: 0.0043 (0.004024220712529788)  --> TIME: 2024-06-10 22:46:03 -- STEP: 184/330 -- GLOBAL_STEP: 146925 | > loss_disc: 2.137071371078491 (2.2824737014977834) | > loss_disc_real_0: 0.08457888662815094 (0.11382219575993392) | > loss_disc_real_1: 0.16907775402069092 (0.1997602948837954) | > loss_disc_real_2: 0.18754693865776062 (0.21482373765953208) | > loss_disc_real_3: 0.197500541806221 (0.2233841584428497) | > loss_disc_real_4: 0.20082852244377136 (0.21659778155710385) | > loss_disc_real_5: 0.1856931746006012 (0.21122571753095026) | > loss_0: 2.137071371078491 (2.2824737014977834) | > grad_norm_0: tensor(19.6304, device='cuda:0') (tensor(17.4930, device='cuda:0')) | > loss_gen: 2.7845211029052734 (2.615812965061353) | > loss_kl: 1.712178111076355 (1.7129864874093428) | > loss_feat: 8.3920259475708 (7.496629251086193) | > loss_mel: 19.303991317749023 (19.42933781250662) | > loss_duration: 2.1075387001037598 (2.0786638331154133) | > loss_1: 34.30025863647461 (33.333430041437566) | > grad_norm_1: tensor(429.8296, device='cuda:0') (tensor(209.4050, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.3775 (0.3730468866617785) | > loader_time: 0.0041 (0.004085425449454266)  --> TIME: 2024-06-10 22:46:13 -- STEP: 209/330 -- GLOBAL_STEP: 146950 | > loss_disc: 2.2195703983306885 (2.2789153014643917) | > loss_disc_real_0: 0.05834698677062988 (0.11347932083327233) | > loss_disc_real_1: 0.21391858160495758 (0.19967878035951458) | > loss_disc_real_2: 0.1862475872039795 (0.21484798513816306) | > loss_disc_real_3: 0.21841958165168762 (0.2229004781782342) | > loss_disc_real_4: 0.1935456544160843 (0.2166452261677199) | > loss_disc_real_5: 0.15254031121730804 (0.2108702229683479) | > loss_0: 2.2195703983306885 (2.2789153014643917) | > grad_norm_0: tensor(58.0839, device='cuda:0') (tensor(19.2523, device='cuda:0')) | > loss_gen: 2.605907678604126 (2.6187757145274766) | > loss_kl: 1.7186518907546997 (1.713454938391179) | > loss_feat: 7.983961582183838 (7.525992017043264) | > loss_mel: 18.98426628112793 (19.404728894028352) | > loss_duration: 2.1296231746673584 (2.084285413819638) | > loss_1: 33.42240905761719 (33.34723663330079) | > grad_norm_1: tensor(447.1595, device='cuda:0') (tensor(229.8024, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.4098 (0.3753933975000702) | > loader_time: 0.0051 (0.004193891178477894)  --> TIME: 2024-06-10 22:46:23 -- STEP: 234/330 -- GLOBAL_STEP: 146975 | > loss_disc: 2.301058769226074 (2.279268076277187) | > loss_disc_real_0: 0.06644022464752197 (0.1140841706058918) | > loss_disc_real_1: 0.2210727483034134 (0.2000682730323229) | > loss_disc_real_2: 0.2073657512664795 (0.21484762105422142) | > loss_disc_real_3: 0.22493737936019897 (0.22288801489222762) | > loss_disc_real_4: 0.1976681798696518 (0.21657885795729792) | > loss_disc_real_5: 0.2262042909860611 (0.2109281358937932) | > loss_0: 2.301058769226074 (2.279268076277187) | > grad_norm_0: tensor(24.1616, device='cuda:0') (tensor(21.8032, device='cuda:0')) | > loss_gen: 2.653691291809082 (2.6218208685899387) | > loss_kl: 1.6382099390029907 (1.7092415303246589) | > loss_feat: 7.184417724609375 (7.5270633942041645) | > loss_mel: 19.290014266967773 (19.355221389705285) | > loss_duration: 2.1520562171936035 (2.090950117661404) | > loss_1: 32.918392181396484 (33.30429707225572) | > grad_norm_1: tensor(202.3292, device='cuda:0') (tensor(243.3375, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.422 (0.3790845575495664) | > loader_time: 0.0057 (0.00433504887116261)  --> TIME: 2024-06-10 22:46:34 -- STEP: 259/330 -- GLOBAL_STEP: 147000 | > loss_disc: 2.3736064434051514 (2.2788490080004955) | > loss_disc_real_0: 0.12310674041509628 (0.11402656083286498) | > loss_disc_real_1: 0.22686901688575745 (0.20015162373371567) | > loss_disc_real_2: 0.1904284954071045 (0.214599939386817) | > loss_disc_real_3: 0.21708907186985016 (0.22274114542486126) | > loss_disc_real_4: 0.24889187514781952 (0.21646774246655837) | > loss_disc_real_5: 0.24065560102462769 (0.21082134838269945) | > loss_0: 2.3736064434051514 (2.2788490080004955) | > grad_norm_0: tensor(18.1479, device='cuda:0') (tensor(23.3491, device='cuda:0')) | > loss_gen: 2.3866546154022217 (2.6221215154213326) | > loss_kl: 1.800696611404419 (1.709732325841101) | > loss_feat: 7.184485912322998 (7.545019346774775) | > loss_mel: 18.402259826660156 (19.330269846676845) | > loss_duration: 2.1882505416870117 (2.09725988555599) | > loss_1: 31.96234893798828 (33.30440272327556) | > grad_norm_1: tensor(123.5850, device='cuda:0') (tensor(257.6010, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.4323 (0.38349922927650254) | > loader_time: 0.0063 (0.004496094803092102) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_147000.pth  --> TIME: 2024-06-10 22:46:50 -- STEP: 284/330 -- GLOBAL_STEP: 147025 | > loss_disc: 2.2784719467163086 (2.2789648527830417) | > loss_disc_real_0: 0.15052387118339539 (0.11479534174669796) | > loss_disc_real_1: 0.28886568546295166 (0.20087473068228912) | > loss_disc_real_2: 0.1928088515996933 (0.2147309265401162) | > loss_disc_real_3: 0.23703764379024506 (0.22250774980220997) | > loss_disc_real_4: 0.20452195405960083 (0.2164044734352911) | > loss_disc_real_5: 0.18425729870796204 (0.21034599793419032) | > loss_0: 2.2784719467163086 (2.2789648527830417) | > grad_norm_0: tensor(43.2798, device='cuda:0') (tensor(23.5408, device='cuda:0')) | > loss_gen: 2.7181015014648438 (2.619403141485133) | > loss_kl: 1.5849112272262573 (1.710448751567115) | > loss_feat: 7.23345422744751 (7.557716646664579) | > loss_mel: 18.127437591552734 (19.288241057328758) | > loss_duration: 2.1886491775512695 (2.105294797202232) | > loss_1: 31.852554321289062 (33.2811042154339) | > grad_norm_1: tensor(494.0052, device='cuda:0') (tensor(264.8475, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.4437 (0.389194152724575) | > loader_time: 0.0068 (0.00466700422931725)  --> TIME: 2024-06-10 22:47:02 -- STEP: 309/330 -- GLOBAL_STEP: 147050 | > loss_disc: 2.41555118560791 (2.282697071921093) | > loss_disc_real_0: 0.17054200172424316 (0.11562152380503497) | > loss_disc_real_1: 0.22098062932491302 (0.2014112923426922) | > loss_disc_real_2: 0.19814899563789368 (0.214671410499653) | > loss_disc_real_3: 0.28124043345451355 (0.22316963459488642) | > loss_disc_real_4: 0.2650003731250763 (0.21684841681452627) | > loss_disc_real_5: 0.24085283279418945 (0.21061298270441567) | > loss_0: 2.41555118560791 (2.282697071921093) | > grad_norm_0: tensor(33.2286, device='cuda:0') (tensor(24.1178, device='cuda:0')) | > loss_gen: 2.6027305126190186 (2.6151975798375395) | > loss_kl: 1.6935316324234009 (1.707605804440273) | > loss_feat: 7.084634304046631 (7.56941449372128) | > loss_mel: 18.728715896606445 (19.23937399410505) | > loss_duration: 2.276979446411133 (2.1157683558448626) | > loss_1: 32.38658905029297 (33.247360075175955) | > grad_norm_1: tensor(486.2206, device='cuda:0') (tensor(272.8430, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.4863 (0.39589722179672104) | > loader_time: 0.0074 (0.004863684231409364)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5430054664611816 (2.5430054664611816) | > loss_disc_real_0: 0.19987580180168152 (0.19987580180168152) | > loss_disc_real_1: 0.2914428114891052 (0.2914428114891052) | > loss_disc_real_2: 0.22395217418670654 (0.22395217418670654) | > loss_disc_real_3: 0.29731282591819763 (0.29731282591819763) | > loss_disc_real_4: 0.284114271402359 (0.284114271402359) | > loss_disc_real_5: 0.2931230366230011 (0.2931230366230011) | > loss_0: 2.5430054664611816 (2.5430054664611816) | > loss_gen: 2.6670405864715576 (2.6670405864715576) | > loss_kl: 1.0159350633621216 (1.0159350633621216) | > loss_feat: 4.610555648803711 (4.610555648803711) | > loss_mel: 15.474817276000977 (15.474817276000977) | > loss_duration: 2.9442269802093506 (2.9442269802093506) | > loss_1: 26.712574005126953 (26.712574005126953)  --> STEP: 1 | > loss_disc: 2.5424866676330566 (2.5424866676330566) | > loss_disc_real_0: 0.10531379282474518 (0.10531379282474518) | > loss_disc_real_1: 0.2600119411945343 (0.2600119411945343) | > loss_disc_real_2: 0.29690009355545044 (0.29690009355545044) | > loss_disc_real_3: 0.36574599146842957 (0.36574599146842957) | > loss_disc_real_4: 0.3614058792591095 (0.3614058792591095) | > loss_disc_real_5: 0.33038225769996643 (0.33038225769996643) | > loss_0: 2.5424866676330566 (2.5424866676330566) | > loss_gen: 2.901134490966797 (2.901134490966797) | > loss_kl: 2.477177143096924 (2.477177143096924) | > loss_feat: 5.489556312561035 (5.489556312561035) | > loss_mel: 19.84648323059082 (19.84648323059082) | > loss_duration: 2.360903739929199 (2.360903739929199) | > loss_1: 33.07525634765625 (33.07525634765625)  --> STEP: 2 | > loss_disc: 2.7454569339752197 (2.643971800804138) | > loss_disc_real_0: 0.12344573438167572 (0.11437976360321045) | > loss_disc_real_1: 0.2081000804901123 (0.2340560108423233) | > loss_disc_real_2: 0.2645368278026581 (0.28071846067905426) | > loss_disc_real_3: 0.3848612308502197 (0.37530361115932465) | > loss_disc_real_4: 0.4215523898601532 (0.39147913455963135) | > loss_disc_real_5: 0.41201260685920715 (0.3711974322795868) | > loss_0: 2.7454569339752197 (2.643971800804138) | > loss_gen: 2.6280860900878906 (2.7646102905273438) | > loss_kl: 1.7271040678024292 (2.1021406054496765) | > loss_feat: 5.999351978302002 (5.7444541454315186) | > loss_mel: 21.264835357666016 (20.555659294128418) | > loss_duration: 2.3617875576019287 (2.361345648765564) | > loss_1: 33.981163024902344 (33.5282096862793)  --> STEP: 3 | > loss_disc: 2.30228853225708 (2.5300773779551187) | > loss_disc_real_0: 0.12829390168190002 (0.11901780962944031) | > loss_disc_real_1: 0.2771929204463959 (0.2484349807103475) | > loss_disc_real_2: 0.20829874277114868 (0.2565785547097524) | > loss_disc_real_3: 0.28315699100494385 (0.3445880711078644) | > loss_disc_real_4: 0.2870303988456726 (0.3566628893216451) | > loss_disc_real_5: 0.3189656734466553 (0.35378684600194293) | > loss_0: 2.30228853225708 (2.5300773779551187) | > loss_gen: 3.226475954055786 (2.918565511703491) | > loss_kl: 2.7013533115386963 (2.3018781741460166) | > loss_feat: 6.712533950805664 (6.067147413889567) | > loss_mel: 18.35013771057129 (19.820485432942707) | > loss_duration: 2.1927361488342285 (2.3051424821217856) | > loss_1: 33.1832389831543 (33.4132194519043)  --> STEP: 4 | > loss_disc: 2.371155023574829 (2.4903467893600464) | > loss_disc_real_0: 0.09313187003135681 (0.11254632472991943) | > loss_disc_real_1: 0.2910747826099396 (0.2590949311852455) | > loss_disc_real_2: 0.20562823116779327 (0.24384097382426262) | > loss_disc_real_3: 0.22957861423492432 (0.31583570688962936) | > loss_disc_real_4: 0.1990116685628891 (0.3172500841319561) | > loss_disc_real_5: 0.21160316467285156 (0.3182409256696701) | > loss_0: 2.371155023574829 (2.4903467893600464) | > loss_gen: 2.4038279056549072 (2.789881110191345) | > loss_kl: 1.878501534461975 (2.196034014225006) | > loss_feat: 7.172107219696045 (6.3433873653411865) | > loss_mel: 19.239334106445312 (19.67519760131836) | > loss_duration: 2.281925678253174 (2.2993382811546326) | > loss_1: 32.9756965637207 (33.3038387298584)  --> STEP: 5 | > loss_disc: 2.252013921737671 (2.4426802158355714) | > loss_disc_real_0: 0.0901581346988678 (0.1080686867237091) | > loss_disc_real_1: 0.28878989815711975 (0.2650339245796204) | > loss_disc_real_2: 0.19542209804058075 (0.23415719866752624) | > loss_disc_real_3: 0.2523932456970215 (0.3031472146511078) | > loss_disc_real_4: 0.27489012479782104 (0.3087780922651291) | > loss_disc_real_5: 0.23130789399147034 (0.3008543193340302) | > loss_0: 2.252013921737671 (2.4426802158355714) | > loss_gen: 2.863618850708008 (2.8046286582946776) | > loss_kl: 2.085636854171753 (2.1739545822143556) | > loss_feat: 6.43597412109375 (6.361904716491699) | > loss_mel: 21.12527084350586 (19.965212249755858) | > loss_duration: 2.4023635387420654 (2.319943332672119) | > loss_1: 34.91286087036133 (33.62564315795898)  --> STEP: 6 | > loss_disc: 2.6498970985412598 (2.477216362953186) | > loss_disc_real_0: 0.13597163558006287 (0.11271917819976807) | > loss_disc_real_1: 0.25143134593963623 (0.262766828139623) | > loss_disc_real_2: 0.24537038803100586 (0.23602606356143951) | > loss_disc_real_3: 0.2787933349609375 (0.2990882347027461) | > loss_disc_real_4: 0.3167080283164978 (0.3100997482736905) | > loss_disc_real_5: 0.27947428822517395 (0.29729098081588745) | > loss_0: 2.6498970985412598 (2.477216362953186) | > loss_gen: 2.218581438064575 (2.7069541215896606) | > loss_kl: 1.6271711587905884 (2.0828240116437278) | > loss_feat: 4.455565452575684 (6.04418150583903) | > loss_mel: 15.078695297241211 (19.150792757670086) | > loss_duration: 2.181403398513794 (2.2968533436457315) | > loss_1: 25.561418533325195 (32.28160572052002)  --> STEP: 7 | > loss_disc: 2.216238021850586 (2.4399337427956715) | > loss_disc_real_0: 0.07154524326324463 (0.10683718749455043) | > loss_disc_real_1: 0.2943284511566162 (0.2672756314277649) | > loss_disc_real_2: 0.16091720759868622 (0.2252962269953319) | > loss_disc_real_3: 0.2290908545255661 (0.2890886089631489) | > loss_disc_real_4: 0.28997567296028137 (0.3072248803717749) | > loss_disc_real_5: 0.3108825385570526 (0.2992326319217682) | > loss_0: 2.216238021850586 (2.4399337427956715) | > loss_gen: 2.790804147720337 (2.7189326967511858) | > loss_kl: 3.2419958114624023 (2.2484199830463956) | > loss_feat: 5.854907035827637 (6.017142295837402) | > loss_mel: 20.550369262695312 (19.350732258387975) | > loss_duration: 2.4077162742614746 (2.3126909051622664) | > loss_1: 34.84579086303711 (32.647917883736746)  --> STEP: 8 | > loss_disc: 2.288921594619751 (2.4210572242736816) | > loss_disc_real_0: 0.23324725031852722 (0.12263844534754753) | > loss_disc_real_1: 0.2465471774339676 (0.26468457467854023) | > loss_disc_real_2: 0.1285829246044159 (0.2132070641964674) | > loss_disc_real_3: 0.1781652420759201 (0.27522318810224533) | > loss_disc_real_4: 0.17131008207798004 (0.2902355305850506) | > loss_disc_real_5: 0.12963363528251648 (0.2780327573418617) | > loss_0: 2.288921594619751 (2.4210572242736816) | > loss_gen: 2.685884952545166 (2.7148017287254333) | > loss_kl: 2.290907144546509 (2.2537308782339096) | > loss_feat: 11.271523475646973 (6.673939943313599) | > loss_mel: 22.011423110961914 (19.683318614959717) | > loss_duration: 2.1616973876953125 (2.293816715478897) | > loss_1: 40.42143630981445 (33.61960768699646)  --> STEP: 9 | > loss_disc: 2.330230236053467 (2.410965336693658) | > loss_disc_real_0: 0.20537534356117249 (0.1318314340379503) | > loss_disc_real_1: 0.22426079213619232 (0.260193043284946) | > loss_disc_real_2: 0.17391251027584076 (0.2088410026497311) | > loss_disc_real_3: 0.24407124519348145 (0.27176186111238265) | > loss_disc_real_4: 0.24722088873386383 (0.2854561259349187) | > loss_disc_real_5: 0.3372514843940735 (0.28461261590321857) | > loss_0: 2.330230236053467 (2.410965336693658) | > loss_gen: 2.7328507900238037 (2.716807179980808) | > loss_kl: 1.970369577407837 (2.222246289253235) | > loss_feat: 9.01180648803711 (6.933702892727322) | > loss_mel: 20.174888610839844 (19.737937503390842) | > loss_duration: 2.13777232170105 (2.2764784495035806) | > loss_1: 36.027687072753906 (33.887172063191734)  --> STEP: 10 | > loss_disc: 2.194302558898926 (2.3892990589141845) | > loss_disc_real_0: 0.2483636736869812 (0.1434846580028534) | > loss_disc_real_1: 0.30219876766204834 (0.26439361572265624) | > loss_disc_real_2: 0.20694003999233246 (0.20865090638399125) | > loss_disc_real_3: 0.2113078236579895 (0.2657164573669434) | > loss_disc_real_4: 0.23100580275058746 (0.2800110936164856) | > loss_disc_real_5: 0.20084716379642487 (0.2762360706925392) | > loss_0: 2.194302558898926 (2.3892990589141845) | > loss_gen: 3.2890169620513916 (2.7740281581878663) | > loss_kl: 2.293673515319824 (2.229389011859894) | > loss_feat: 7.104618072509766 (6.950794410705567) | > loss_mel: 19.22678565979004 (19.68682231903076) | > loss_duration: 2.236152172088623 (2.272445821762085) | > loss_1: 34.150245666503906 (33.91347942352295)  --> STEP: 11 | > loss_disc: 2.668041229248047 (2.414639256217263) | > loss_disc_real_0: 0.17724022269248962 (0.14655334570191123) | > loss_disc_real_1: 0.3244592249393463 (0.26985412565144623) | > loss_disc_real_2: 0.24321281909942627 (0.2117928984490308) | > loss_disc_real_3: 0.27658993005752563 (0.26670495488426904) | > loss_disc_real_4: 0.3334944248199463 (0.284873214634982) | > loss_disc_real_5: 0.343780517578125 (0.2823764749548652) | > loss_0: 2.668041229248047 (2.414639256217263) | > loss_gen: 2.6415107250213623 (2.7619811188090932) | > loss_kl: 2.495643377304077 (2.2535939541730015) | > loss_feat: 5.5519914627075195 (6.823630506342107) | > loss_mel: 18.25187110900879 (19.556372209028765) | > loss_duration: 2.414823532104492 (2.2853892499750312) | > loss_1: 31.3558406829834 (33.680966810746625)  --> STEP: 12 | > loss_disc: 2.2585949897766113 (2.401635567347209) | > loss_disc_real_0: 0.1334741711616516 (0.14546341449022293) | > loss_disc_real_1: 0.18446017801761627 (0.26273796334862703) | > loss_disc_real_2: 0.15874163806438446 (0.2073719600836436) | > loss_disc_real_3: 0.26131439208984375 (0.2662557413180669) | > loss_disc_real_4: 0.2233801782131195 (0.2797487949331601) | > loss_disc_real_5: 0.1983151137828827 (0.27537136152386665) | > loss_0: 2.2585949897766113 (2.401635567347209) | > loss_gen: 2.5512912273406982 (2.7444236278533936) | > loss_kl: 2.0328261852264404 (2.2351966400941214) | > loss_feat: 6.782607555389404 (6.820211927096049) | > loss_mel: 19.799461364746094 (19.576629638671875) | > loss_duration: 2.1739838123321533 (2.2761054635047913) | > loss_1: 33.34016799926758 (33.65256690979004)  --> STEP: 13 | > loss_disc: 2.494025468826294 (2.4087424828456) | > loss_disc_real_0: 0.11661470681428909 (0.14324428313053572) | > loss_disc_real_1: 0.3754023611545563 (0.27140445548754466) | > loss_disc_real_2: 0.218068927526474 (0.2081948037330921) | > loss_disc_real_3: 0.31575483083724976 (0.2700633635887733) | > loss_disc_real_4: 0.29483696818351746 (0.2809094236447261) | > loss_disc_real_5: 0.353926420211792 (0.28141405834601474) | > loss_0: 2.494025468826294 (2.4087424828456) | > loss_gen: 2.8804068565368652 (2.7548838762136607) | > loss_kl: 1.8125982284545898 (2.2026890699680033) | > loss_feat: 6.244020462036133 (6.775889506706824) | > loss_mel: 17.72197914123535 (19.43396421579214) | > loss_duration: 2.117702007293701 (2.2639205822577844) | > loss_1: 30.776708602905273 (33.43134704002967)  --> STEP: 14 | > loss_disc: 2.169293165206909 (2.3916389601571217) | > loss_disc_real_0: 0.19338423013687134 (0.14682570791670255) | > loss_disc_real_1: 0.23843441903591156 (0.26904945288385657) | > loss_disc_real_2: 0.19077299535274506 (0.20695038884878159) | > loss_disc_real_3: 0.2789127230644226 (0.2706954606941768) | > loss_disc_real_4: 0.224167138338089 (0.27685640326568056) | > loss_disc_real_5: 0.2574736177921295 (0.2797040268778801) | > loss_0: 2.169293165206909 (2.3916389601571217) | > loss_gen: 3.084991216659546 (2.778462971959795) | > loss_kl: 2.7088205814361572 (2.238841320787157) | > loss_feat: 8.703105926513672 (6.913547822407314) | > loss_mel: 20.525461196899414 (19.51192828587123) | > loss_duration: 2.373701572418213 (2.2717620815549577) | > loss_1: 37.396080017089844 (33.71454225267683)  --> STEP: 15 | > loss_disc: 2.536193609237671 (2.401275936762492) | > loss_disc_real_0: 0.1582871973514557 (0.14758980721235276) | > loss_disc_real_1: 0.2921064794063568 (0.27058658798535656) | > loss_disc_real_2: 0.27520298957824707 (0.21150056223074595) | > loss_disc_real_3: 0.2538509964942932 (0.26957249641418457) | > loss_disc_real_4: 0.23527508974075317 (0.2740843156973521) | > loss_disc_real_5: 0.2512741982936859 (0.2778087049722672) | > loss_0: 2.536193609237671 (2.401275936762492) | > loss_gen: 2.3734142780303955 (2.7514597256978353) | > loss_kl: 2.3929171562194824 (2.2491130431493125) | > loss_feat: 7.317230701446533 (6.9404600143432615) | > loss_mel: 20.12851905822754 (19.553034337361655) | > loss_duration: 2.3304147720336914 (2.275672260920207) | > loss_1: 34.54249572753906 (33.76973915100098)  --> STEP: 16 | > loss_disc: 2.6853041648864746 (2.419027701020241) | > loss_disc_real_0: 0.14194807410240173 (0.14723719889298081) | > loss_disc_real_1: 0.268964022397995 (0.2704851776361465) | > loss_disc_real_2: 0.29071134328842163 (0.21645123604685068) | > loss_disc_real_3: 0.2682046890258789 (0.26948700845241547) | > loss_disc_real_4: 0.23909448087215424 (0.2718974510207772) | > loss_disc_real_5: 0.2828153073787689 (0.2781216176226735) | > loss_0: 2.6853041648864746 (2.419027701020241) | > loss_gen: 2.159458875656128 (2.7144596725702286) | > loss_kl: 1.4658194780349731 (2.200157195329666) | > loss_feat: 6.539966583251953 (6.915429174900055) | > loss_mel: 18.04203987121582 (19.45859718322754) | > loss_duration: 2.3810951709747314 (2.2822611927986145) | > loss_1: 30.58837890625 (33.57090413570404)  --> STEP: 17 | > loss_disc: 2.626222610473633 (2.4312156368704403) | > loss_disc_real_0: 0.15294149518013 (0.14757274573340134) | > loss_disc_real_1: 0.41183197498321533 (0.2787996951271505) | > loss_disc_real_2: 0.22267866134643555 (0.21681755518212037) | > loss_disc_real_3: 0.36113274097442627 (0.2748779338948867) | > loss_disc_real_4: 0.40641066431999207 (0.27980999297955456) | > loss_disc_real_5: 0.34691321849823 (0.2821681823800592) | > loss_0: 2.626222610473633 (2.4312156368704403) | > loss_gen: 3.1466593742370605 (2.7398831844329834) | > loss_kl: 2.2057666778564453 (2.200487164890065) | > loss_feat: 5.6597900390625 (6.841568049262552) | > loss_mel: 18.601699829101562 (19.408191456514245) | > loss_duration: 2.3991291522979736 (2.289135778651518) | > loss_1: 32.01304626464844 (33.47926543740665)  --> STEP: 18 | > loss_disc: 2.2098915576934814 (2.4189198546939426) | > loss_disc_real_0: 0.19018028676509857 (0.14993983134627342) | > loss_disc_real_1: 0.34239205718040466 (0.2823326041301091) | > loss_disc_real_2: 0.20465320348739624 (0.21614175786574683) | > loss_disc_real_3: 0.26078173518180847 (0.2740948117441601) | > loss_disc_real_4: 0.19387543201446533 (0.2750358507037163) | > loss_disc_real_5: 0.1953018307685852 (0.2773422739571995) | > loss_0: 2.2098915576934814 (2.4189198546939426) | > loss_gen: 3.033181667327881 (2.756177544593811) | > loss_kl: 2.7146809101104736 (2.2290534840689764) | > loss_feat: 8.066370964050293 (6.909612655639648) | > loss_mel: 17.1351318359375 (19.281910366482204) | > loss_duration: 2.2172317504882812 (2.285141110420227) | > loss_1: 33.166595458984375 (33.46189488304986)  --> STEP: 19 | > loss_disc: 2.7352561950683594 (2.4355691357662805) | > loss_disc_real_0: 0.16070175170898438 (0.15050624820746875) | > loss_disc_real_1: 0.23552262783050537 (0.27986892116697204) | > loss_disc_real_2: 0.24008668959140778 (0.21740201743025528) | > loss_disc_real_3: 0.26319199800491333 (0.2735209794420945) | > loss_disc_real_4: 0.29688560962677 (0.27618583801545593) | > loss_disc_real_5: 0.31607356667518616 (0.2793807630476199) | > loss_0: 2.7352561950683594 (2.4355691357662805) | > loss_gen: 2.260287046432495 (2.730078044690584) | > loss_kl: 2.2257492542266846 (2.2288795772351717) | > loss_feat: 4.725308895111084 (6.794649299822356) | > loss_mel: 16.381793975830078 (19.129272661711042) | > loss_duration: 2.3112847805023193 (2.2865170930561267) | > loss_1: 27.904422760009766 (33.169396350258275)  --> STEP: 20 | > loss_disc: 2.3826866149902344 (2.4329250097274784) | > loss_disc_real_0: 0.09160915017127991 (0.1475613933056593) | > loss_disc_real_1: 0.24631890654563904 (0.2781914204359054) | > loss_disc_real_2: 0.264682412147522 (0.21976603716611862) | > loss_disc_real_3: 0.37629127502441406 (0.2786594942212105) | > loss_disc_real_4: 0.251027375459671 (0.2749279148876667) | > loss_disc_real_5: 0.29036247730255127 (0.2799298487603664) | > loss_0: 2.3826866149902344 (2.4329250097274784) | > loss_gen: 2.9496827125549316 (2.741058278083801) | > loss_kl: 1.8315117359161377 (2.20901118516922) | > loss_feat: 7.8125081062316895 (6.845542240142822) | > loss_mel: 21.78167152404785 (19.26189260482788) | > loss_duration: 2.287872791290283 (2.2865848779678344) | > loss_1: 36.663246154785156 (33.344088840484616)  --> STEP: 21 | > loss_disc: 2.568070411682129 (2.4393605050586524) | > loss_disc_real_0: 0.13722650706768036 (0.14706925586575553) | > loss_disc_real_1: 0.4055284261703491 (0.28425508737564076) | > loss_disc_real_2: 0.23420754075050354 (0.2204537278129941) | > loss_disc_real_3: 0.36928752064704895 (0.2829751145272028) | > loss_disc_real_4: 0.25723931193351746 (0.27408560046127867) | > loss_disc_real_5: 0.29670873284339905 (0.28072884324051084) | > loss_0: 2.568070411682129 (2.4393605050586524) | > loss_gen: 2.6667284965515137 (2.737518764677502) | > loss_kl: 2.104069471359253 (2.2040139607020786) | > loss_feat: 5.193140983581543 (6.766856466020856) | > loss_mel: 16.666133880615234 (19.13828504653204) | > loss_duration: 2.1955013275146484 (2.2822475660414923) | > loss_1: 28.82557487487793 (33.12892150878906)  --> STEP: 22 | > loss_disc: 2.3803272247314453 (2.4366771741346884) | > loss_disc_real_0: 0.1262931227684021 (0.1461248861795122) | > loss_disc_real_1: 0.25910502672195435 (0.28311190280047316) | > loss_disc_real_2: 0.24819745123386383 (0.22171480615030636) | > loss_disc_real_3: 0.2775740623474121 (0.2827296121553941) | > loss_disc_real_4: 0.28258639574050903 (0.27447200024669827) | > loss_disc_real_5: 0.2806451618671417 (0.28072503954172134) | > loss_0: 2.3803272247314453 (2.4366771741346884) | > loss_gen: 2.7985920906066895 (2.7402948249470103) | > loss_kl: 1.6928157806396484 (2.18077767979015) | > loss_feat: 6.257543563842773 (6.743705879558217) | > loss_mel: 16.673080444335938 (19.026230291886762) | > loss_duration: 2.1521403789520264 (2.276333602991971) | > loss_1: 29.57417106628418 (32.96734194322066)  --> STEP: 23 | > loss_disc: 2.6438210010528564 (2.445683427478957) | > loss_disc_real_0: 0.24376122653484344 (0.15036994445583093) | > loss_disc_real_1: 0.3263501822948456 (0.28499182799588063) | > loss_disc_real_2: 0.21954850852489471 (0.2216206192970276) | > loss_disc_real_3: 0.25666365027427673 (0.28159630946491077) | > loss_disc_real_4: 0.24682919681072235 (0.2732701392277428) | > loss_disc_real_5: 0.23031394183635712 (0.27853325268496637) | > loss_0: 2.6438210010528564 (2.445683427478957) | > loss_gen: 2.409355401992798 (2.7259061543837837) | > loss_kl: 2.3425254821777344 (2.1878101929374365) | > loss_feat: 6.384894371032715 (6.728105379187542) | > loss_mel: 16.808549880981445 (18.929809404456098) | > loss_duration: 2.3154489994049072 (2.278034272401229) | > loss_1: 30.260772705078125 (32.849665019823156)  --> STEP: 24 | > loss_disc: 2.337930679321289 (2.4411937296390542) | > loss_disc_real_0: 0.12511007487773895 (0.1493174498900771) | > loss_disc_real_1: 0.24726034700870514 (0.28341968295474834) | > loss_disc_real_2: 0.1313142478466034 (0.2178578538199266) | > loss_disc_real_3: 0.26775839924812317 (0.2810197298725446) | > loss_disc_real_4: 0.21525411307811737 (0.27085280480484175) | > loss_disc_real_5: 0.19594617187976837 (0.2750921243180831) | > loss_0: 2.337930679321289 (2.4411937296390542) | > loss_gen: 2.5092477798461914 (2.716878722111384) | > loss_kl: 2.3126773834228516 (2.1930129925409956) | > loss_feat: 9.677303314208984 (6.8509886264801025) | > loss_mel: 21.178565979003906 (19.023507595062256) | > loss_duration: 2.387098789215088 (2.282578627268473) | > loss_1: 38.06489562988281 (33.06696629524231)  --> STEP: 25 | > loss_disc: 2.6242666244506836 (2.4485166454315195) | > loss_disc_real_0: 0.20388802886009216 (0.15150027304887767) | > loss_disc_real_1: 0.2669084668159485 (0.2827592343091963) | > loss_disc_real_2: 0.23176565766334534 (0.21841416597366334) | > loss_disc_real_3: 0.2626737952232361 (0.28028589248657226) | > loss_disc_real_4: 0.3074263334274292 (0.2723157459497452) | > loss_disc_real_5: 0.3039666712284088 (0.27624710619449616) | > loss_0: 2.6242666244506836 (2.4485166454315195) | > loss_gen: 2.5897223949432373 (2.711792469024658) | > loss_kl: 2.2983014583587646 (2.197224531173706) | > loss_feat: 6.5105180740356445 (6.837369804382324) | > loss_mel: 15.084491729736328 (18.865946960449218) | > loss_duration: 2.3371527194976807 (2.2847615909576415) | > loss_1: 28.8201847076416 (32.89709503173828)  --> STEP: 26 | > loss_disc: 2.474677085876465 (2.4495228162178635) | > loss_disc_real_0: 0.09691018611192703 (0.1494006543205334) | > loss_disc_real_1: 0.14320020377635956 (0.27739157928870256) | > loss_disc_real_2: 0.15983210504055023 (0.21616100978392822) | > loss_disc_real_3: 0.19024918973445892 (0.27682294238072175) | > loss_disc_real_4: 0.16082069277763367 (0.26802747467389476) | > loss_disc_real_5: 0.07969980686903 (0.2686875946819782) | > loss_0: 2.474677085876465 (2.4495228162178635) | > loss_gen: 1.980468988418579 (2.6836646428475013) | > loss_kl: 1.7717912197113037 (2.180861711502075) | > loss_feat: 10.346014976501465 (6.972317695617676) | > loss_mel: 22.04549789428711 (18.988237380981445) | > loss_duration: 2.3070273399353027 (2.2856179659183207) | > loss_1: 38.45079803466797 (33.11069899338942) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024085411658653845 (-3.280089451716513e-05) | > avg_loss_disc: 2.4495228162178635 (+0.07841174419109675) | > avg_loss_disc_real_0: 0.1494006543205334 (+0.06078140165370238) | > avg_loss_disc_real_1: 0.27739157928870256 (+0.13560709758446748) | > avg_loss_disc_real_2: 0.21616100978392822 (-0.02820351605231944) | > avg_loss_disc_real_3: 0.27682294238072175 (+0.04595872530570397) | > avg_loss_disc_real_4: 0.26802747467389476 (+0.06039761866514501) | > avg_loss_disc_real_5: 0.2686875946819782 (+0.05603508250071451) | > avg_loss_0: 2.4495228162178635 (+0.07841174419109675) | > avg_loss_gen: 2.6836646428475013 (+0.4657682638901939) | > avg_loss_kl: 2.180861711502075 (-0.11171305179595903) | > avg_loss_feat: 6.972317695617676 (-0.19503149619469262) | > avg_loss_mel: 18.988237380981445 (-0.6745427205012398) | > avg_loss_duration: 2.2856179659183207 (+0.02362058712885906) | > avg_loss_1: 33.11069899338942 (-0.49189861004168733)  > EPOCH: 179/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:47:34)   --> TIME: 2024-06-10 22:47:36 -- STEP: 4/330 -- GLOBAL_STEP: 147075 | > loss_disc: 2.3135769367218018 (2.3572847843170166) | > loss_disc_real_0: 0.1377657651901245 (0.1160043366253376) | > loss_disc_real_1: 0.21275490522384644 (0.18417572602629662) | > loss_disc_real_2: 0.24189265072345734 (0.20787015184760094) | > loss_disc_real_3: 0.18838171660900116 (0.22447652742266655) | > loss_disc_real_4: 0.23549729585647583 (0.2507156655192375) | > loss_disc_real_5: 0.1973937451839447 (0.2299562320113182) | > loss_0: 2.3135769367218018 (2.3572847843170166) | > grad_norm_0: tensor(6.6598, device='cuda:0') (tensor(6.3938, device='cuda:0')) | > loss_gen: 2.469278335571289 (2.4202857613563538) | > loss_kl: 2.0613062381744385 (1.8421749770641327) | > loss_feat: 6.5036516189575195 (6.5789875984191895) | > loss_mel: 19.766489028930664 (19.54539394378662) | > loss_duration: 2.330280065536499 (2.30179226398468) | > loss_1: 33.131004333496094 (32.68863391876221) | > grad_norm_1: tensor(66.6501, device='cuda:0') (tensor(71.4769, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3499 (0.3582109808921814) | > loader_time: 0.0036 (0.0031615495681762695)  --> TIME: 2024-06-10 22:47:45 -- STEP: 29/330 -- GLOBAL_STEP: 147100 | > loss_disc: 2.313094139099121 (2.2696906287094643) | > loss_disc_real_0: 0.13311079144477844 (0.11099187207633052) | > loss_disc_real_1: 0.2197757363319397 (0.19585487452046624) | > loss_disc_real_2: 0.19757314026355743 (0.20593739480807863) | > loss_disc_real_3: 0.21352827548980713 (0.2203962319883807) | > loss_disc_real_4: 0.22129687666893005 (0.2234241520536357) | > loss_disc_real_5: 0.21197623014450073 (0.2138864577844225) | > loss_0: 2.313094139099121 (2.2696906287094643) | > grad_norm_0: tensor(16.1800, device='cuda:0') (tensor(10.5056, device='cuda:0')) | > loss_gen: 2.6632189750671387 (2.56948211275298) | > loss_kl: 1.7768559455871582 (1.730201375895533) | > loss_feat: 7.597174644470215 (7.200961556927911) | > loss_mel: 19.570974349975586 (19.33786333018336) | > loss_duration: 2.09951114654541 (2.129126507660438) | > loss_1: 33.70773696899414 (32.96763459567366) | > grad_norm_1: tensor(295.3759, device='cuda:0') (tensor(151.7810, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3662 (0.34646364738201274) | > loader_time: 0.0035 (0.0032594861655399717)  --> TIME: 2024-06-10 22:47:54 -- STEP: 54/330 -- GLOBAL_STEP: 147125 | > loss_disc: 2.2431352138519287 (2.2589909942061808) | > loss_disc_real_0: 0.1126263216137886 (0.11139670538681525) | > loss_disc_real_1: 0.17411071062088013 (0.19804626841236045) | > loss_disc_real_2: 0.2146068960428238 (0.21040298734550122) | > loss_disc_real_3: 0.28151917457580566 (0.22253651282301656) | > loss_disc_real_4: 0.26910874247550964 (0.2189436102354968) | > loss_disc_real_5: 0.23766329884529114 (0.20935652294644602) | > loss_0: 2.2431352138519287 (2.2589909942061808) | > grad_norm_0: tensor(14.1395, device='cuda:0') (tensor(12.3992, device='cuda:0')) | > loss_gen: 2.686002254486084 (2.5918741270347874) | > loss_kl: 1.4972314834594727 (1.6991881794399686) | > loss_feat: 7.744731903076172 (7.2979277593118175) | > loss_mel: 19.803730010986328 (19.348785082499194) | > loss_duration: 2.0211386680603027 (2.090944082648665) | > loss_1: 33.75283432006836 (33.02871916029189) | > grad_norm_1: tensor(82.8840, device='cuda:0') (tensor(162.1909, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3456 (0.35077086642936417) | > loader_time: 0.0033 (0.0033600904323436596)  --> TIME: 2024-06-10 22:48:03 -- STEP: 79/330 -- GLOBAL_STEP: 147150 | > loss_disc: 2.2765355110168457 (2.256030689311933) | > loss_disc_real_0: 0.1247090995311737 (0.11118419826785221) | > loss_disc_real_1: 0.18265339732170105 (0.1967281482264965) | > loss_disc_real_2: 0.17419861257076263 (0.21062252283850802) | > loss_disc_real_3: 0.23912790417671204 (0.22257509186298033) | > loss_disc_real_4: 0.1938033401966095 (0.21778804648526107) | > loss_disc_real_5: 0.17511627078056335 (0.20883754423902004) | > loss_0: 2.2765355110168457 (2.256030689311933) | > grad_norm_0: tensor(17.2084, device='cuda:0') (tensor(11.7753, device='cuda:0')) | > loss_gen: 2.580359697341919 (2.599108898186984) | > loss_kl: 1.636742353439331 (1.7080609481545943) | > loss_feat: 7.323915004730225 (7.4314502281478685) | > loss_mel: 19.422452926635742 (19.367007822930063) | > loss_duration: 2.0022830963134766 (2.07500795774822) | > loss_1: 32.96575164794922 (33.18063581442531) | > grad_norm_1: tensor(261.9745, device='cuda:0') (tensor(154.0309, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3873 (0.3547283848629722) | > loader_time: 0.0036 (0.003435602670983423)  --> TIME: 2024-06-10 22:48:13 -- STEP: 104/330 -- GLOBAL_STEP: 147175 | > loss_disc: 2.231597900390625 (2.257300340212308) | > loss_disc_real_0: 0.10848547518253326 (0.11202405321483429) | > loss_disc_real_1: 0.18713462352752686 (0.197294931858778) | > loss_disc_real_2: 0.19462889432907104 (0.21212439726178461) | > loss_disc_real_3: 0.2112724781036377 (0.22373564455371636) | > loss_disc_real_4: 0.1868509203195572 (0.2175571182026313) | > loss_disc_real_5: 0.1718430370092392 (0.20787810032757428) | > loss_0: 2.231597900390625 (2.257300340212308) | > grad_norm_0: tensor(8.2102, device='cuda:0') (tensor(12.3898, device='cuda:0')) | > loss_gen: 2.756725788116455 (2.6027359985388236) | > loss_kl: 1.6765358448028564 (1.7082614107773855) | > loss_feat: 8.332940101623535 (7.462859020783351) | > loss_mel: 19.458572387695312 (19.330601728879497) | > loss_duration: 2.096536874771118 (2.0714456759966335) | > loss_1: 34.321311950683594 (33.17590379714967) | > grad_norm_1: tensor(284.6503, device='cuda:0') (tensor(163.0195, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3795 (0.35644856324562657) | > loader_time: 0.004 (0.003546795019736657)  --> TIME: 2024-06-10 22:48:22 -- STEP: 129/330 -- GLOBAL_STEP: 147200 | > loss_disc: 2.396479845046997 (2.259840129881866) | > loss_disc_real_0: 0.1114407330751419 (0.11261318762635075) | > loss_disc_real_1: 0.2188263088464737 (0.1976314497779506) | > loss_disc_real_2: 0.21327538788318634 (0.21276938718880795) | > loss_disc_real_3: 0.24917173385620117 (0.223425393649774) | > loss_disc_real_4: 0.28941142559051514 (0.21687977801459704) | > loss_disc_real_5: 0.2638687491416931 (0.20793873475965605) | > loss_0: 2.396479845046997 (2.259840129881866) | > grad_norm_0: tensor(8.7442, device='cuda:0') (tensor(13.8028, device='cuda:0')) | > loss_gen: 2.7351555824279785 (2.609231603238009) | > loss_kl: 1.8046977519989014 (1.711683147637419) | > loss_feat: 7.237406253814697 (7.485826699308647) | > loss_mel: 19.74167251586914 (19.331697789273527) | > loss_duration: 2.048379898071289 (2.0702346683472626) | > loss_1: 33.56731033325195 (33.20867387638536) | > grad_norm_1: tensor(185.2176, device='cuda:0') (tensor(174.7867, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3555 (0.35956057467201885) | > loader_time: 0.0044 (0.003698239954867104)  --> TIME: 2024-06-10 22:48:32 -- STEP: 154/330 -- GLOBAL_STEP: 147225 | > loss_disc: 2.1863746643066406 (2.2685284691971614) | > loss_disc_real_0: 0.11295776069164276 (0.11378349663762304) | > loss_disc_real_1: 0.18312537670135498 (0.1986146155115846) | > loss_disc_real_2: 0.23225587606430054 (0.2131245821327358) | > loss_disc_real_3: 0.19723086059093475 (0.2235800294907062) | > loss_disc_real_4: 0.1869674026966095 (0.2176440691986642) | > loss_disc_real_5: 0.20203831791877747 (0.20896490498796685) | > loss_0: 2.1863746643066406 (2.2685284691971614) | > grad_norm_0: tensor(15.5161, device='cuda:0') (tensor(14.0936, device='cuda:0')) | > loss_gen: 2.7102725505828857 (2.5982659157220414) | > loss_kl: 1.772019863128662 (1.7109880315793025) | > loss_feat: 7.727209568023682 (7.453277111053467) | > loss_mel: 19.27363395690918 (19.354319399053413) | > loss_duration: 2.069382905960083 (2.0710489084194235) | > loss_1: 33.55251693725586 (33.187899341830956) | > grad_norm_1: tensor(256.5817, device='cuda:0') (tensor(183.3664, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3905 (0.3623711737719449) | > loader_time: 0.0047 (0.003817908175579913)  --> TIME: 2024-06-10 22:48:42 -- STEP: 179/330 -- GLOBAL_STEP: 147250 | > loss_disc: 2.2953431606292725 (2.2734427678518454) | > loss_disc_real_0: 0.09642466902732849 (0.11290960400963629) | > loss_disc_real_1: 0.19718952476978302 (0.19938084208432522) | > loss_disc_real_2: 0.257947713136673 (0.21400994362111864) | > loss_disc_real_3: 0.2291911095380783 (0.22408427622731172) | > loss_disc_real_4: 0.23876939713954926 (0.21766482734813375) | > loss_disc_real_5: 0.2370169460773468 (0.20985874983185496) | > loss_0: 2.2953431606292725 (2.2734427678518454) | > grad_norm_0: tensor(9.6774, device='cuda:0') (tensor(14.9247, device='cuda:0')) | > loss_gen: 2.822129726409912 (2.6031756667451478) | > loss_kl: 1.7836735248565674 (1.711317122981535) | > loss_feat: 7.285757541656494 (7.445519511260134) | > loss_mel: 18.775156021118164 (19.34688211153341) | > loss_duration: 2.1054797172546387 (2.0756263333325946) | > loss_1: 32.77219772338867 (33.18252080778834) | > grad_norm_1: tensor(358.7549, device='cuda:0') (tensor(195.7653, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.3746 (0.3656944775714555) | > loader_time: 0.0043 (0.003957665832349043)  --> TIME: 2024-06-10 22:48:52 -- STEP: 204/330 -- GLOBAL_STEP: 147275 | > loss_disc: 2.3271121978759766 (2.2752632907792627) | > loss_disc_real_0: 0.11318723857402802 (0.11288225738441243) | > loss_disc_real_1: 0.24082402884960175 (0.20006422413622632) | > loss_disc_real_2: 0.2111750692129135 (0.21424715914854817) | > loss_disc_real_3: 0.19674821197986603 (0.2239385146428557) | > loss_disc_real_4: 0.2553374469280243 (0.21805025162357913) | > loss_disc_real_5: 0.21848230063915253 (0.21014211677453098) | > loss_0: 2.3271121978759766 (2.2752632907792627) | > grad_norm_0: tensor(41.1211, device='cuda:0') (tensor(17.4711, device='cuda:0')) | > loss_gen: 2.584883213043213 (2.6128690663506005) | > loss_kl: 1.8199636936187744 (1.7077156550744002) | > loss_feat: 8.461411476135254 (7.478925831177655) | > loss_mel: 19.62584114074707 (19.339840197095697) | > loss_duration: 2.0685386657714844 (2.081202078099344) | > loss_1: 34.560638427734375 (33.22055279039867) | > grad_norm_1: tensor(356.5294, device='cuda:0') (tensor(208.3668, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.4114 (0.36923956987904577) | > loader_time: 0.0049 (0.004103637209125596)  --> TIME: 2024-06-10 22:49:02 -- STEP: 229/330 -- GLOBAL_STEP: 147300 | > loss_disc: 2.3130080699920654 (2.2804458037213986) | > loss_disc_real_0: 0.07718447595834732 (0.11230736134744627) | > loss_disc_real_1: 0.19550791382789612 (0.2014089464881014) | > loss_disc_real_2: 0.178873673081398 (0.21482670736625206) | > loss_disc_real_3: 0.22580432891845703 (0.22462821319113652) | > loss_disc_real_4: 0.2420516014099121 (0.2178959413126567) | > loss_disc_real_5: 0.21372531354427338 (0.21024992125003097) | > loss_0: 2.3130080699920654 (2.2804458037213986) | > grad_norm_0: tensor(15.4901, device='cuda:0') (tensor(19.1284, device='cuda:0')) | > loss_gen: 2.553351879119873 (2.6119142755150273) | > loss_kl: 1.7968525886535645 (1.7079026324259663) | > loss_feat: 7.304995059967041 (7.474100997874831) | > loss_mel: 19.3172607421875 (19.294010953611693) | > loss_duration: 2.1821067333221436 (2.087944086982694) | > loss_1: 33.15456771850586 (33.17587297764404) | > grad_norm_1: tensor(235.1654, device='cuda:0') (tensor(219.7169, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.4069 (0.3733477477944054) | > loader_time: 0.0053 (0.004224943802346312)  --> TIME: 2024-06-10 22:49:13 -- STEP: 254/330 -- GLOBAL_STEP: 147325 | > loss_disc: 2.26434063911438 (2.279811447999609) | > loss_disc_real_0: 0.15268054604530334 (0.11293675721161009) | > loss_disc_real_1: 0.15184128284454346 (0.20087767644660678) | > loss_disc_real_2: 0.24202142655849457 (0.21519102519891392) | > loss_disc_real_3: 0.20133668184280396 (0.22426501280210148) | > loss_disc_real_4: 0.1653236597776413 (0.2179054623748374) | > loss_disc_real_5: 0.16201825439929962 (0.20975490143214623) | > loss_0: 2.26434063911438 (2.279811447999609) | > grad_norm_0: tensor(17.0894, device='cuda:0') (tensor(19.4423, device='cuda:0')) | > loss_gen: 2.5201473236083984 (2.6099358703207782) | > loss_kl: 1.765445590019226 (1.7076637463306819) | > loss_feat: 7.517927169799805 (7.476585724222378) | > loss_mel: 18.398283004760742 (19.25928121852125) | > loss_duration: 2.1132779121398926 (2.0938627935769993) | > loss_1: 32.31508255004883 (33.147329398027516) | > grad_norm_1: tensor(152.0607, device='cuda:0') (tensor(225.8561, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.4334 (0.37835423495825826) | > loader_time: 0.0058 (0.004378277485764874)  --> TIME: 2024-06-10 22:49:24 -- STEP: 279/330 -- GLOBAL_STEP: 147350 | > loss_disc: 2.3631250858306885 (2.2775683240651228) | > loss_disc_real_0: 0.17106491327285767 (0.11376045211668938) | > loss_disc_real_1: 0.23338019847869873 (0.20126518527025816) | > loss_disc_real_2: 0.2345597892999649 (0.21504335185532925) | > loss_disc_real_3: 0.22665096819400787 (0.22354425970585118) | > loss_disc_real_4: 0.23235119879245758 (0.21712885610091645) | > loss_disc_real_5: 0.19036568701267242 (0.2089898315488651) | > loss_0: 2.3631250858306885 (2.2775683240651228) | > grad_norm_0: tensor(55.2951, device='cuda:0') (tensor(20.7160, device='cuda:0')) | > loss_gen: 2.6014883518218994 (2.609754096649881) | > loss_kl: 1.708548903465271 (1.7119668871698415) | > loss_feat: 7.107494831085205 (7.499560766322638) | > loss_mel: 18.0075740814209 (19.23464002575072) | > loss_duration: 2.1829962730407715 (2.1020731908873427) | > loss_1: 31.608102798461914 (33.15799503258049) | > grad_norm_1: tensor(548.6534, device='cuda:0') (tensor(240.1333, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.4353 (0.3835814272631028) | > loader_time: 0.0062 (0.004542513132949885)  --> TIME: 2024-06-10 22:49:36 -- STEP: 304/330 -- GLOBAL_STEP: 147375 | > loss_disc: 2.3508660793304443 (2.2777280909450432) | > loss_disc_real_0: 0.09044676274061203 (0.11431598415794342) | > loss_disc_real_1: 0.19825966656208038 (0.20122870597008022) | > loss_disc_real_2: 0.16673211753368378 (0.21478493933222795) | > loss_disc_real_3: 0.23159916698932648 (0.22349389559148172) | > loss_disc_real_4: 0.2569960057735443 (0.21721834096273315) | > loss_disc_real_5: 0.24853543937206268 (0.2090474909759666) | > loss_0: 2.3508660793304443 (2.2777280909450432) | > grad_norm_0: tensor(42.4369, device='cuda:0') (tensor(22.0944, device='cuda:0')) | > loss_gen: 2.446004629135132 (2.6109432993750827) | > loss_kl: 1.8097865581512451 (1.7149335263591063) | > loss_feat: 7.739414215087891 (7.52517546164362) | > loss_mel: 19.264053344726562 (19.190935605450694) | > loss_duration: 2.2481369972229004 (2.111985648933212) | > loss_1: 33.50739669799805 (33.15397360450339) | > grad_norm_1: tensor(550.0833, device='cuda:0') (tensor(253.4380, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.4877 (0.39055237330888454) | > loader_time: 0.0072 (0.004752011675583689)  --> TIME: 2024-06-10 22:50:04 -- STEP: 329/330 -- GLOBAL_STEP: 147400 | > loss_disc: 2.364927291870117 (2.2829365396934445) | > loss_disc_real_0: 0.11055081337690353 (0.11618204777182779) | > loss_disc_real_1: 0.1967712789773941 (0.20227850425569477) | > loss_disc_real_2: 0.179055318236351 (0.21527896536157487) | > loss_disc_real_3: 0.20622041821479797 (0.22322067165447224) | > loss_disc_real_4: 0.18107569217681885 (0.2171235346323089) | > loss_disc_real_5: 0.17113491892814636 (0.20942034357224554) | > loss_0: 2.364927291870117 (2.2829365396934445) | > grad_norm_0: tensor(13.5287, device='cuda:0') (tensor(23.3140, device='cuda:0')) | > loss_gen: 2.593144416809082 (2.6104835210237827) | > loss_kl: 2.0007643699645996 (1.7243165194444743) | > loss_feat: 9.547815322875977 (7.6366054830580135) | > loss_mel: 19.98715591430664 (19.17013232686238) | > loss_duration: 2.2589995861053467 (2.125132568701424) | > loss_1: 36.38787841796875 (33.266670458947225) | > grad_norm_1: tensor(155.2174, device='cuda:0') (tensor(264.9792, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 13.7998 (0.4441076788858803) | > loader_time: 0.035 (0.005233893640860235)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1564276218414307 (2.1564276218414307) | > loss_disc_real_0: 0.12618263065814972 (0.12618263065814972) | > loss_disc_real_1: 0.27508193254470825 (0.27508193254470825) | > loss_disc_real_2: 0.174733966588974 (0.174733966588974) | > loss_disc_real_3: 0.20756150782108307 (0.20756150782108307) | > loss_disc_real_4: 0.20957279205322266 (0.20957279205322266) | > loss_disc_real_5: 0.17160546779632568 (0.17160546779632568) | > loss_0: 2.1564276218414307 (2.1564276218414307) | > loss_gen: 2.5903334617614746 (2.5903334617614746) | > loss_kl: 1.5358695983886719 (1.5358695983886719) | > loss_feat: 7.386823654174805 (7.386823654174805) | > loss_mel: 17.72332191467285 (17.72332191467285) | > loss_duration: 2.896909713745117 (2.896909713745117) | > loss_1: 32.13325881958008 (32.13325881958008)  --> STEP: 1 | > loss_disc: 2.296814203262329 (2.296814203262329) | > loss_disc_real_0: 0.09897996485233307 (0.09897996485233307) | > loss_disc_real_1: 0.19329795241355896 (0.19329795241355896) | > loss_disc_real_2: 0.1998147964477539 (0.1998147964477539) | > loss_disc_real_3: 0.3029382824897766 (0.3029382824897766) | > loss_disc_real_4: 0.20862151682376862 (0.20862151682376862) | > loss_disc_real_5: 0.2180304378271103 (0.2180304378271103) | > loss_0: 2.296814203262329 (2.296814203262329) | > loss_gen: 2.4338934421539307 (2.4338934421539307) | > loss_kl: 2.1023502349853516 (2.1023502349853516) | > loss_feat: 7.181969165802002 (7.181969165802002) | > loss_mel: 21.058584213256836 (21.058584213256836) | > loss_duration: 2.2869062423706055 (2.2869062423706055) | > loss_1: 35.06370544433594 (35.06370544433594)  --> STEP: 2 | > loss_disc: 2.219639539718628 (2.2582268714904785) | > loss_disc_real_0: 0.0658373013138771 (0.08240863308310509) | > loss_disc_real_1: 0.2618177533149719 (0.22755785286426544) | > loss_disc_real_2: 0.24802224338054657 (0.22391851991415024) | > loss_disc_real_3: 0.3036811351776123 (0.30330970883369446) | > loss_disc_real_4: 0.31709277629852295 (0.2628571465611458) | > loss_disc_real_5: 0.24776020646095276 (0.23289532214403152) | > loss_0: 2.219639539718628 (2.2582268714904785) | > loss_gen: 2.933868646621704 (2.6838810443878174) | > loss_kl: 2.316770076751709 (2.2095601558685303) | > loss_feat: 6.2525105476379395 (6.717239856719971) | > loss_mel: 21.333648681640625 (21.19611644744873) | > loss_duration: 2.422795534133911 (2.3548508882522583) | > loss_1: 35.25959396362305 (35.16164970397949)  --> STEP: 3 | > loss_disc: 2.3002021312713623 (2.272218624750773) | > loss_disc_real_0: 0.14869265258312225 (0.10450330624977748) | > loss_disc_real_1: 0.2273232340812683 (0.2274796466032664) | > loss_disc_real_2: 0.30865782499313354 (0.252164954940478) | > loss_disc_real_3: 0.3204523026943207 (0.3090239067872365) | > loss_disc_real_4: 0.28000912070274353 (0.2685744712750117) | > loss_disc_real_5: 0.18521785736083984 (0.21700283388296762) | > loss_0: 2.3002021312713623 (2.272218624750773) | > loss_gen: 3.100236415863037 (2.8226661682128906) | > loss_kl: 1.8680084943771362 (2.0957096020380654) | > loss_feat: 6.39286470413208 (6.609114805857341) | > loss_mel: 18.04243278503418 (20.144888559977215) | > loss_duration: 2.2047224044799805 (2.3048080603281655) | > loss_1: 31.608264923095703 (33.97718811035156)  --> STEP: 4 | > loss_disc: 1.9544270038604736 (2.1927707195281982) | > loss_disc_real_0: 0.12337753176689148 (0.10922186262905598) | > loss_disc_real_1: 0.18132221698760986 (0.21594028919935226) | > loss_disc_real_2: 0.21426507830619812 (0.24268998578190804) | > loss_disc_real_3: 0.2832145690917969 (0.3025715723633766) | > loss_disc_real_4: 0.19270165264606476 (0.24960626661777496) | > loss_disc_real_5: 0.18645375967025757 (0.20936556532979012) | > loss_0: 1.9544270038604736 (2.1927707195281982) | > loss_gen: 3.0550413131713867 (2.8807599544525146) | > loss_kl: 2.9427967071533203 (2.3074813783168793) | > loss_feat: 10.584380149841309 (7.6029311418533325) | > loss_mel: 19.542375564575195 (19.99426031112671) | > loss_duration: 2.1886610984802246 (2.2757713198661804) | > loss_1: 38.313255310058594 (35.06120491027832)  --> STEP: 5 | > loss_disc: 2.3476147651672363 (2.2237395286560058) | > loss_disc_real_0: 0.14473670721054077 (0.11632483154535293) | > loss_disc_real_1: 0.3495224714279175 (0.2426567256450653) | > loss_disc_real_2: 0.29047468304634094 (0.25224692523479464) | > loss_disc_real_3: 0.2561177611351013 (0.29328081011772156) | > loss_disc_real_4: 0.22004365921020508 (0.243693745136261) | > loss_disc_real_5: 0.2559552788734436 (0.21868350803852082) | > loss_0: 2.3476147651672363 (2.2237395286560058) | > loss_gen: 3.0923213958740234 (2.9230722427368163) | > loss_kl: 1.8233880996704102 (2.2106627225875854) | > loss_feat: 6.723111629486084 (7.4269672393798825) | > loss_mel: 19.8936824798584 (19.974144744873048) | > loss_duration: 2.3726253509521484 (2.295142126083374) | > loss_1: 33.905128479003906 (34.82998962402344)  --> STEP: 6 | > loss_disc: 2.3549890518188477 (2.245614449183146) | > loss_disc_real_0: 0.07162392139434814 (0.1088746798535188) | > loss_disc_real_1: 0.2978155314922333 (0.25184985995292664) | > loss_disc_real_2: 0.24253220856189728 (0.2506278057893117) | > loss_disc_real_3: 0.3305140435695648 (0.2994863490263621) | > loss_disc_real_4: 0.21739424765110016 (0.23931049555540085) | > loss_disc_real_5: 0.24918434023857117 (0.22376698007186255) | > loss_0: 2.3549890518188477 (2.245614449183146) | > loss_gen: 2.626845121383667 (2.873701055844625) | > loss_kl: 2.5924031734466553 (2.274286131064097) | > loss_feat: 6.638545036315918 (7.295563538869222) | > loss_mel: 20.341684341430664 (20.035401344299316) | > loss_duration: 2.100276470184326 (2.262664516766866) | > loss_1: 34.29975509643555 (34.74161720275879)  --> STEP: 7 | > loss_disc: 2.4406027793884277 (2.273469924926758) | > loss_disc_real_0: 0.14596903324127197 (0.1141738731946264) | > loss_disc_real_1: 0.32793936133384705 (0.26271978872162954) | > loss_disc_real_2: 0.2690058648586273 (0.25325324279921396) | > loss_disc_real_3: 0.270768940448761 (0.2953838620867048) | > loss_disc_real_4: 0.2957392930984497 (0.24737175234726497) | > loss_disc_real_5: 0.21705840528011322 (0.22280861224446977) | > loss_0: 2.4406027793884277 (2.273469924926758) | > loss_gen: 2.5956223011016846 (2.833975519452776) | > loss_kl: 3.407564401626587 (2.4361830268587386) | > loss_feat: 4.890069007873535 (6.951921463012695) | > loss_mel: 17.458148956298828 (19.66722243172782) | > loss_duration: 2.4838573932647705 (2.2942634991237094) | > loss_1: 30.835264205932617 (34.18356677464077)  --> STEP: 8 | > loss_disc: 2.2279317378997803 (2.2677776515483856) | > loss_disc_real_0: 0.1568598598241806 (0.11950962152332067) | > loss_disc_real_1: 0.27434438467025757 (0.26417286321520805) | > loss_disc_real_2: 0.23368032276630402 (0.2508066277951002) | > loss_disc_real_3: 0.28480181097984314 (0.2940611056983471) | > loss_disc_real_4: 0.19480718672275543 (0.24080118164420128) | > loss_disc_real_5: 0.21855860948562622 (0.22227736189961433) | > loss_0: 2.2279317378997803 (2.2677776515483856) | > loss_gen: 2.878307819366455 (2.839517056941986) | > loss_kl: 2.0338871479034424 (2.3858960419893265) | > loss_feat: 9.098841667175293 (7.22028648853302) | > loss_mel: 21.64311408996582 (19.91420888900757) | > loss_duration: 2.1622514724731445 (2.277761995792389) | > loss_1: 37.81639862060547 (34.63767075538635)  --> STEP: 9 | > loss_disc: 2.1016347408294678 (2.2493173281351724) | > loss_disc_real_0: 0.09807398915290833 (0.11712788459327486) | > loss_disc_real_1: 0.22087807953357697 (0.2593623316950268) | > loss_disc_real_2: 0.19542822241783142 (0.24465347164207035) | > loss_disc_real_3: 0.3022458851337433 (0.2949705256356133) | > loss_disc_real_4: 0.1650175303220749 (0.23238077594174278) | > loss_disc_real_5: 0.18196798861026764 (0.21779854264524248) | > loss_0: 2.1016347408294678 (2.2493173281351724) | > loss_gen: 2.870206356048584 (2.8429269790649414) | > loss_kl: 2.3757410049438477 (2.384767704539829) | > loss_feat: 9.771020889282227 (7.503701421949598) | > loss_mel: 20.517974853515625 (19.98129399617513) | > loss_duration: 2.1149799823760986 (2.2596751054128013) | > loss_1: 37.64992141723633 (34.97236527336968)  --> STEP: 10 | > loss_disc: 2.738590717315674 (2.298244667053223) | > loss_disc_real_0: 0.1727316975593567 (0.12268826588988305) | > loss_disc_real_1: 0.35211265087127686 (0.26863736361265184) | > loss_disc_real_2: 0.24360255897045135 (0.24454838037490845) | > loss_disc_real_3: 0.27212536334991455 (0.2926860094070435) | > loss_disc_real_4: 0.3447835147380829 (0.2436210498213768) | > loss_disc_real_5: 0.3630985617637634 (0.23232854455709456) | > loss_0: 2.738590717315674 (2.298244667053223) | > loss_gen: 2.4287843704223633 (2.8015127182006836) | > loss_kl: 1.6397273540496826 (2.3102636694908143) | > loss_feat: 4.245292663574219 (7.17786054611206) | > loss_mel: 16.13279151916504 (19.596443748474123) | > loss_duration: 2.2569241523742676 (2.2594000101089478) | > loss_1: 26.70351791381836 (34.14548053741455)  --> STEP: 11 | > loss_disc: 2.337247133255005 (2.3017903457988393) | > loss_disc_real_0: 0.16403579711914062 (0.12644713236527008) | > loss_disc_real_1: 0.2252875566482544 (0.2646964720704339) | > loss_disc_real_2: 0.24809274077415466 (0.2448705949566581) | > loss_disc_real_3: 0.3123592734336853 (0.29447448795492) | > loss_disc_real_4: 0.251280814409256 (0.24431739205663855) | > loss_disc_real_5: 0.24270878732204437 (0.23327220299027182) | > loss_0: 2.337247133255005 (2.3017903457988393) | > loss_gen: 2.7411868572235107 (2.7960285490209404) | > loss_kl: 2.831108570098877 (2.357613205909729) | > loss_feat: 6.055397033691406 (7.0758184086192735) | > loss_mel: 19.550277709960938 (19.592246835882012) | > loss_duration: 2.3500304222106934 (2.2676391384818335) | > loss_1: 33.52799987792969 (34.089345932006836)  --> STEP: 12 | > loss_disc: 2.070443630218506 (2.2825114528338113) | > loss_disc_real_0: 0.06948308646678925 (0.12170012854039668) | > loss_disc_real_1: 0.1864849030971527 (0.25817884132266045) | > loss_disc_real_2: 0.1816127747297287 (0.23959910993774733) | > loss_disc_real_3: 0.20047634840011597 (0.28664130965868634) | > loss_disc_real_4: 0.18569602072238922 (0.23943227777878442) | > loss_disc_real_5: 0.17341412603855133 (0.22828402991096178) | > loss_0: 2.070443630218506 (2.2825114528338113) | > loss_gen: 2.4653244018554688 (2.7684698700904846) | > loss_kl: 1.950040340423584 (2.3236488004525504) | > loss_feat: 7.2874298095703125 (7.09345269203186) | > loss_mel: 19.4277286529541 (19.578536987304684) | > loss_duration: 2.20601224899292 (2.262503564357757) | > loss_1: 33.3365364074707 (34.02661180496216)  --> STEP: 13 | > loss_disc: 2.1569414138793945 (2.272852219068087) | > loss_disc_real_0: 0.10082367062568665 (0.12009424716234206) | > loss_disc_real_1: 0.21252557635307312 (0.2546670517096153) | > loss_disc_real_2: 0.13285845518112183 (0.23138829034108382) | > loss_disc_real_3: 0.24271191656589508 (0.28326212557462543) | > loss_disc_real_4: 0.20163117349147797 (0.2365245005259147) | > loss_disc_real_5: 0.16451199352741241 (0.22337848865068877) | > loss_0: 2.1569414138793945 (2.272852219068087) | > loss_gen: 2.5226919651031494 (2.7495638773991513) | > loss_kl: 1.9661073684692383 (2.2961456133769107) | > loss_feat: 6.76613712310791 (7.068274571345403) | > loss_mel: 17.672292709350586 (19.431902812077446) | > loss_duration: 2.1199464797973633 (2.2515376347761884) | > loss_1: 31.047176361083984 (33.797424463125374)  --> STEP: 14 | > loss_disc: 2.292224645614624 (2.274235963821411) | > loss_disc_real_0: 0.09809381514787674 (0.11852278773273739) | > loss_disc_real_1: 0.20922672748565674 (0.2514213142650468) | > loss_disc_real_2: 0.22939877212047577 (0.23124618189675467) | > loss_disc_real_3: 0.30195653438568115 (0.2845974404897008) | > loss_disc_real_4: 0.23083871603012085 (0.23611837306192943) | > loss_disc_real_5: 0.25095486640930176 (0.22534822991916112) | > loss_0: 2.292224645614624 (2.274235963821411) | > loss_gen: 2.5499958992004395 (2.7353090218135288) | > loss_kl: 2.625369071960449 (2.3196615747043063) | > loss_feat: 5.218855381011963 (6.9361732006073) | > loss_mel: 20.180803298950195 (19.485395703996932) | > loss_duration: 2.3593602180480957 (2.259239247867039) | > loss_1: 32.934383392333984 (33.73577867235456)  --> STEP: 15 | > loss_disc: 2.3277759552001953 (2.277805296579997) | > loss_disc_real_0: 0.1322707235813141 (0.11943931678930916) | > loss_disc_real_1: 0.371669739484787 (0.25943787594636286) | > loss_disc_real_2: 0.13850216567516327 (0.22506324748198192) | > loss_disc_real_3: 0.25021809339523315 (0.2823054840167363) | > loss_disc_real_4: 0.21323557198047638 (0.23459285298983257) | > loss_disc_real_5: 0.20179320871829987 (0.22377789517243704) | > loss_0: 2.3277759552001953 (2.277805296579997) | > loss_gen: 2.6336653232574463 (2.7285327752431234) | > loss_kl: 3.2665460109710693 (2.3827872037887574) | > loss_feat: 6.952182292938232 (6.937240473429362) | > loss_mel: 19.64214515686035 (19.49584566752116) | > loss_duration: 2.332993507385254 (2.2641561985015866) | > loss_1: 34.82753372192383 (33.80856234232585)  --> STEP: 16 | > loss_disc: 2.4788148403167725 (2.2903683930635452) | > loss_disc_real_0: 0.2058463990688324 (0.12483975943177937) | > loss_disc_real_1: 0.22586797177791595 (0.25733975693583494) | > loss_disc_real_2: 0.16658802330493927 (0.22140854597091675) | > loss_disc_real_3: 0.30301594734191895 (0.2835998879745602) | > loss_disc_real_4: 0.28960034251213074 (0.2380308210849762) | > loss_disc_real_5: 0.23798418045043945 (0.22466578800231218) | > loss_0: 2.4788148403167725 (2.2903683930635452) | > loss_gen: 2.7132279872894287 (2.7275762259960175) | > loss_kl: 2.0609254837036133 (2.362670846283436) | > loss_feat: 8.147176742553711 (7.012861490249634) | > loss_mel: 18.227022171020508 (19.416544198989868) | > loss_duration: 2.348416566848755 (2.2694224715232845) | > loss_1: 33.496768951416016 (33.78907525539398)  --> STEP: 17 | > loss_disc: 2.476496696472168 (2.3013171167934643) | > loss_disc_real_0: 0.0897236168384552 (0.12277410398511325) | > loss_disc_real_1: 0.29965466260910034 (0.25982886903426233) | > loss_disc_real_2: 0.2193203866481781 (0.22128571306957917) | > loss_disc_real_3: 0.3978342115879059 (0.2903195540694629) | > loss_disc_real_4: 0.29272639751434326 (0.2412482079337625) | > loss_disc_real_5: 0.38385656476020813 (0.23402995134101195) | > loss_0: 2.476496696472168 (2.3013171167934643) | > loss_gen: 3.124603271484375 (2.750930758083568) | > loss_kl: 2.2504446506500244 (2.3560693053638233) | > loss_feat: 5.445284843444824 (6.920651099261115) | > loss_mel: 17.00182342529297 (19.27450180053711) | > loss_duration: 2.4044389724731445 (2.277364618637982) | > loss_1: 30.226593017578125 (33.57951747669893)  --> STEP: 18 | > loss_disc: 1.9791972637176514 (2.2834215694003634) | > loss_disc_real_0: 0.10174115747213364 (0.12160560695661439) | > loss_disc_real_1: 0.24266572296619415 (0.25887536091936963) | > loss_disc_real_2: 0.24190787971019745 (0.22243138899405798) | > loss_disc_real_3: 0.26870954036712646 (0.2891189977526664) | > loss_disc_real_4: 0.2249118685722351 (0.24034063352478874) | > loss_disc_real_5: 0.1930917203426361 (0.2317556051744355) | > loss_0: 1.9791972637176514 (2.2834215694003634) | > loss_gen: 3.3287930488586426 (2.7830342186821833) | > loss_kl: 2.5079214572906494 (2.364505536026425) | > loss_feat: 9.856481552124023 (7.083752791086833) | > loss_mel: 20.16100311279297 (19.323751873440212) | > loss_duration: 2.216613292694092 (2.2739895449744325) | > loss_1: 38.0708122253418 (33.829033851623535)  --> STEP: 19 | > loss_disc: 2.2076187133789062 (2.279431945399234) | > loss_disc_real_0: 0.14719590544700623 (0.12295246477189817) | > loss_disc_real_1: 0.29867884516716003 (0.2609702811429376) | > loss_disc_real_2: 0.25326237082481384 (0.22405407224830828) | > loss_disc_real_3: 0.226492241024971 (0.28582285266173507) | > loss_disc_real_4: 0.23207221925258636 (0.23990545382625178) | > loss_disc_real_5: 0.18051224946975708 (0.22905858645313665) | > loss_0: 2.2076187133789062 (2.279431945399234) | > loss_gen: 2.692138433456421 (2.7782502299860905) | > loss_kl: 1.804207444190979 (2.3350161627719275) | > loss_feat: 6.073465824127197 (7.030579792825799) | > loss_mel: 17.225637435913086 (19.21332479778089) | > loss_duration: 2.281155586242676 (2.2743667050411824) | > loss_1: 30.076602935791016 (33.63153748763235)  --> STEP: 20 | > loss_disc: 2.2204272747039795 (2.2764817118644713) | > loss_disc_real_0: 0.12535956501960754 (0.12307281978428364) | > loss_disc_real_1: 0.30732831358909607 (0.26328818276524546) | > loss_disc_real_2: 0.24906788766384125 (0.22530476301908492) | > loss_disc_real_3: 0.2730003297328949 (0.28518172651529305) | > loss_disc_real_4: 0.28462299704551697 (0.24214133098721505) | > loss_disc_real_5: 0.29404786229133606 (0.2323080502450466) | > loss_0: 2.2204272747039795 (2.2764817118644713) | > loss_gen: 3.314631938934326 (2.805069315433502) | > loss_kl: 1.9280556440353394 (2.314668136835098) | > loss_feat: 7.621682167053223 (7.060134911537171) | > loss_mel: 21.425989151000977 (19.323958015441892) | > loss_duration: 2.3112077713012695 (2.2762087583541866) | > loss_1: 36.601566314697266 (33.7800389289856)  --> STEP: 21 | > loss_disc: 2.7505311965942383 (2.299055496851603) | > loss_disc_real_0: 0.1357664167881012 (0.12367727678446543) | > loss_disc_real_1: 0.24114392697811127 (0.2622336943944295) | > loss_disc_real_2: 0.21879573166370392 (0.22499480914501918) | > loss_disc_real_3: 0.2683982253074646 (0.2843825121720631) | > loss_disc_real_4: 0.4031956195831299 (0.24981058282511576) | > loss_disc_real_5: 0.31161490082740784 (0.23608456693944477) | > loss_0: 2.7505311965942383 (2.299055496851603) | > loss_gen: 2.313220739364624 (2.7816479546683177) | > loss_kl: 2.6524267196655273 (2.3307518788746426) | > loss_feat: 5.128155708312988 (6.968135901859829) | > loss_mel: 15.097503662109375 (19.12269828433082) | > loss_duration: 2.1627838611602783 (2.270807572773524) | > loss_1: 27.35409164428711 (33.47404143923805)  --> STEP: 22 | > loss_disc: 1.8065276145935059 (2.2766678658398716) | > loss_disc_real_0: 0.08672811836004257 (0.1219977695833553) | > loss_disc_real_1: 0.1716412454843521 (0.2581158558076078) | > loss_disc_real_2: 0.15386568009853363 (0.22176166691563345) | > loss_disc_real_3: 0.11498101055622101 (0.2766824439167976) | > loss_disc_real_4: 0.1340714395046234 (0.24454971267418427) | > loss_disc_real_5: 0.25528451800346375 (0.23695729198780927) | > loss_0: 1.8065276145935059 (2.2766678658398716) | > loss_gen: 2.8955039978027344 (2.786823229356246) | > loss_kl: 1.8803898096084595 (2.3102808757261797) | > loss_feat: 10.0569486618042 (7.1085364818573) | > loss_mel: 21.721155166625977 (19.24080996079878) | > loss_duration: 2.1164603233337402 (2.263791788708079) | > loss_1: 38.67045593261719 (33.71024209802801)  --> STEP: 23 | > loss_disc: 2.208625316619873 (2.2737094941346543) | > loss_disc_real_0: 0.09447644650936127 (0.1208011903192686) | > loss_disc_real_1: 0.20911522209644318 (0.2559853934723398) | > loss_disc_real_2: 0.1464718133211136 (0.21848819502021954) | > loss_disc_real_3: 0.2829543650150299 (0.27695513613845985) | > loss_disc_real_4: 0.15950468182563782 (0.24085210263729095) | > loss_disc_real_5: 0.15844136476516724 (0.23354355602160745) | > loss_0: 2.208625316619873 (2.2737094941346543) | > loss_gen: 2.3385255336761475 (2.767332025196242) | > loss_kl: 2.3275399208068848 (2.311031268990558) | > loss_feat: 6.813251972198486 (7.095698024915612) | > loss_mel: 18.755783081054688 (19.219721835592516) | > loss_duration: 2.2835185527801514 (2.264649474102517) | > loss_1: 32.518619537353516 (33.658432421476945)  --> STEP: 24 | > loss_disc: 2.503722906112671 (2.283293386300405) | > loss_disc_real_0: 0.13469961285591125 (0.12138029125829537) | > loss_disc_real_1: 0.3545961081981659 (0.26009417325258255) | > loss_disc_real_2: 0.3329162001609802 (0.22325602856775126) | > loss_disc_real_3: 0.27643758058547974 (0.27693357132375235) | > loss_disc_real_4: 0.25795578956604004 (0.24156475625932217) | > loss_disc_real_5: 0.22907859086990356 (0.2333575158069531) | > loss_0: 2.503722906112671 (2.283293386300405) | > loss_gen: 2.5915303230285645 (2.760006954272589) | > loss_kl: 2.318943738937378 (2.3113609552383423) | > loss_feat: 6.8219194412231445 (7.084290583928426) | > loss_mel: 18.061433792114258 (19.171459833780922) | > loss_duration: 2.4272079467773438 (2.271422743797302) | > loss_1: 32.22103500366211 (33.59854086240133)  --> STEP: 25 | > loss_disc: 2.6820549964904785 (2.2992438507080077) | > loss_disc_real_0: 0.14158588647842407 (0.12218851506710053) | > loss_disc_real_1: 0.2634322941303253 (0.26022769808769225) | > loss_disc_real_2: 0.308822900056839 (0.22667870342731475) | > loss_disc_real_3: 0.3529234528541565 (0.2799731665849685) | > loss_disc_real_4: 0.32027873396873474 (0.24471331536769866) | > loss_disc_real_5: 0.3328189253807068 (0.23733597218990327) | > loss_0: 2.6820549964904785 (2.2992438507080077) | > loss_gen: 2.6473002433776855 (2.755498685836793) | > loss_kl: 2.264740467071533 (2.30949613571167) | > loss_feat: 6.034551620483398 (7.042301025390625) | > loss_mel: 17.810932159423828 (19.117038726806637) | > loss_duration: 2.287957191467285 (2.272084121704101) | > loss_1: 31.045482635498047 (33.4964185333252)  --> STEP: 26 | > loss_disc: 2.500962495803833 (2.3070022601347704) | > loss_disc_real_0: 0.1041884496808052 (0.12149620485993531) | > loss_disc_real_1: 0.2296629548072815 (0.2590521310384457) | > loss_disc_real_2: 0.14566360414028168 (0.22356273807012117) | > loss_disc_real_3: 0.262799471616745 (0.27931263985542143) | > loss_disc_real_4: 0.21000342071056366 (0.24337831941934732) | > loss_disc_real_5: 0.23528720438480377 (0.23725717342816866) | > loss_0: 2.500962495803833 (2.3070022601347704) | > loss_gen: 2.3808043003082275 (2.741087363316464) | > loss_kl: 2.0819437503814697 (2.3007441208912778) | > loss_feat: 12.560323715209961 (7.254532667306753) | > loss_mel: 20.0579833984375 (19.153228906484745) | > loss_duration: 2.248319387435913 (2.271170093463017) | > loss_1: 39.32937240600586 (33.720762913043686) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023458003997802734 (-6.274076608511108e-05) | > avg_loss_disc: 2.3070022601347704 (-0.1425205560830931) | > avg_loss_disc_real_0: 0.12149620485993531 (-0.027904449460598085) | > avg_loss_disc_real_1: 0.2590521310384457 (-0.01833944825025685) | > avg_loss_disc_real_2: 0.22356273807012117 (+0.0074017282861929545) | > avg_loss_disc_real_3: 0.27931263985542143 (+0.0024896974746996814) | > avg_loss_disc_real_4: 0.24337831941934732 (-0.024649155254547445) | > avg_loss_disc_real_5: 0.23725717342816866 (-0.03143042125380957) | > avg_loss_0: 2.3070022601347704 (-0.1425205560830931) | > avg_loss_gen: 2.741087363316464 (+0.057422720468962574) | > avg_loss_kl: 2.3007441208912778 (+0.11988240938920258) | > avg_loss_feat: 7.254532667306753 (+0.2822149716890774) | > avg_loss_mel: 19.153228906484745 (+0.1649915255033001) | > avg_loss_duration: 2.271170093463017 (-0.014447872455303656) | > avg_loss_1: 33.720762913043686 (+0.6100639196542659)  > EPOCH: 180/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:50:09)   --> TIME: 2024-06-10 22:50:18 -- STEP: 24/330 -- GLOBAL_STEP: 147425 | > loss_disc: 2.2283475399017334 (2.271131962537766) | > loss_disc_real_0: 0.08023795485496521 (0.10706683030972879) | > loss_disc_real_1: 0.1715063899755478 (0.1939482701321443) | > loss_disc_real_2: 0.2115667760372162 (0.21467177321513495) | > loss_disc_real_3: 0.2248760312795639 (0.2325884960591793) | > loss_disc_real_4: 0.24603381752967834 (0.22461718631287417) | > loss_disc_real_5: 0.2054395079612732 (0.2179491308828195) | > loss_0: 2.2283475399017334 (2.271131962537766) | > grad_norm_0: tensor(11.1807, device='cuda:0') (tensor(15.6126, device='cuda:0')) | > loss_gen: 2.674274206161499 (2.6124287645022073) | > loss_kl: 1.614530086517334 (1.6862085461616516) | > loss_feat: 8.323741912841797 (7.4109330375989275) | > loss_mel: 19.507041931152344 (19.55168851216634) | > loss_duration: 2.0416908264160156 (2.1507199505964913) | > loss_1: 34.161277770996094 (33.41197864214579) | > grad_norm_1: tensor(110.0228, device='cuda:0') (tensor(196.1666, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3381 (0.3409064710140228) | > loader_time: 0.0032 (0.0031540989875793457)  --> TIME: 2024-06-10 22:50:27 -- STEP: 49/330 -- GLOBAL_STEP: 147450 | > loss_disc: 2.2847814559936523 (2.267905050394487) | > loss_disc_real_0: 0.12731580436229706 (0.10770279184287908) | > loss_disc_real_1: 0.19190983474254608 (0.19508119109941988) | > loss_disc_real_2: 0.20069782435894012 (0.21448009476369742) | > loss_disc_real_3: 0.2380039244890213 (0.22703275388600874) | > loss_disc_real_4: 0.21475782990455627 (0.22147974858478625) | > loss_disc_real_5: 0.22257809340953827 (0.2123170753522795) | > loss_0: 2.2847814559936523 (2.267905050394487) | > grad_norm_0: tensor(13.3926, device='cuda:0') (tensor(14.0254, device='cuda:0')) | > loss_gen: 2.702831745147705 (2.5983781036065543) | > loss_kl: 1.6116881370544434 (1.7213754240347414) | > loss_feat: 7.367560386657715 (7.355594858831289) | > loss_mel: 19.085525512695312 (19.34383096500319) | > loss_duration: 2.02471923828125 (2.099378948308983) | > loss_1: 32.79232406616211 (33.11855826085928) | > grad_norm_1: tensor(170.9001, device='cuda:0') (tensor(162.1051, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3509 (0.3417308671133859) | > loader_time: 0.0035 (0.0032731124332972933)  --> TIME: 2024-06-10 22:50:36 -- STEP: 74/330 -- GLOBAL_STEP: 147475 | > loss_disc: 2.1666901111602783 (2.2875827067607166) | > loss_disc_real_0: 0.09445585310459137 (0.10916719474905245) | > loss_disc_real_1: 0.1665300577878952 (0.19835144704258117) | > loss_disc_real_2: 0.2244100719690323 (0.2163826104354214) | > loss_disc_real_3: 0.20847342908382416 (0.2270067765100582) | > loss_disc_real_4: 0.23502667248249054 (0.2221377884616723) | > loss_disc_real_5: 0.21479755640029907 (0.21241743540441668) | > loss_0: 2.1666901111602783 (2.2875827067607166) | > grad_norm_0: tensor(6.2630, device='cuda:0') (tensor(13.8086, device='cuda:0')) | > loss_gen: 2.765791654586792 (2.5822269948753145) | > loss_kl: 1.917772650718689 (1.7446909804601927) | > loss_feat: 7.801629066467285 (7.381892288053358) | > loss_mel: 19.5922794342041 (19.383687947247484) | > loss_duration: 1.9885449409484863 (2.079662753118051) | > loss_1: 34.066017150878906 (33.17216087032009) | > grad_norm_1: tensor(194.3085, device='cuda:0') (tensor(165.5524, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3468 (0.344658113814689) | > loader_time: 0.0035 (0.0033345158035690717)  --> TIME: 2024-06-10 22:50:45 -- STEP: 99/330 -- GLOBAL_STEP: 147500 | > loss_disc: 2.326669931411743 (2.2965545220808554) | > loss_disc_real_0: 0.11538881063461304 (0.1109922139933615) | > loss_disc_real_1: 0.20742084085941315 (0.20066247398805137) | > loss_disc_real_2: 0.2456752210855484 (0.21714228858249357) | > loss_disc_real_3: 0.23865574598312378 (0.2264240024366764) | > loss_disc_real_4: 0.22741049528121948 (0.2209210984333597) | > loss_disc_real_5: 0.22027230262756348 (0.21269322134027577) | > loss_0: 2.326669931411743 (2.2965545220808554) | > grad_norm_0: tensor(16.0338, device='cuda:0') (tensor(14.8746, device='cuda:0')) | > loss_gen: 2.5167953968048096 (2.5693486435244774) | > loss_kl: 1.7924154996871948 (1.734441658463141) | > loss_feat: 7.515271186828613 (7.327592006837479) | > loss_mel: 19.412105560302734 (19.382381304345948) | > loss_duration: 2.0698256492614746 (2.0737754226935037) | > loss_1: 33.30641174316406 (33.087538882939505) | > grad_norm_1: tensor(154.7610, device='cuda:0') (tensor(175.7740, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3589 (0.3473439939094314) | > loader_time: 0.0038 (0.0034367917764066445) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_147500.pth  --> TIME: 2024-06-10 22:50:59 -- STEP: 124/330 -- GLOBAL_STEP: 147525 | > loss_disc: 2.1960761547088623 (2.2946666998247958) | > loss_disc_real_0: 0.11881419271230698 (0.11221148602424129) | > loss_disc_real_1: 0.20839759707450867 (0.1999843846405706) | > loss_disc_real_2: 0.20332179963588715 (0.2158778959945325) | > loss_disc_real_3: 0.21672916412353516 (0.22584761679172516) | > loss_disc_real_4: 0.22285953164100647 (0.22044674331142056) | > loss_disc_real_5: 0.19310781359672546 (0.21228527614185888) | > loss_0: 2.1960761547088623 (2.2946666998247958) | > grad_norm_0: tensor(23.2338, device='cuda:0') (tensor(17.2103, device='cuda:0')) | > loss_gen: 2.815624237060547 (2.5736184254769348) | > loss_kl: 1.8264223337173462 (1.7467830979054975) | > loss_feat: 8.063685417175293 (7.336051325644216) | > loss_mel: 20.159046173095703 (19.374581813812252) | > loss_duration: 2.082975387573242 (2.0729755230488327) | > loss_1: 34.94775390625 (33.104009982078324) | > grad_norm_1: tensor(136.9068, device='cuda:0') (tensor(190.6581, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3754 (0.350628351011584) | > loader_time: 0.0041 (0.003564159716329267)  --> TIME: 2024-06-10 22:51:09 -- STEP: 149/330 -- GLOBAL_STEP: 147550 | > loss_disc: 2.4010167121887207 (2.300454917370074) | > loss_disc_real_0: 0.17964476346969604 (0.1120853729596074) | > loss_disc_real_1: 0.15039406716823578 (0.2014585304380263) | > loss_disc_real_2: 0.23979976773262024 (0.21620742636639) | > loss_disc_real_3: 0.20885951817035675 (0.22646707596394838) | > loss_disc_real_4: 0.2199220359325409 (0.22070512185560776) | > loss_disc_real_5: 0.22151516377925873 (0.21316511989039866) | > loss_0: 2.4010167121887207 (2.300454917370074) | > grad_norm_0: tensor(79.5386, device='cuda:0') (tensor(19.7605, device='cuda:0')) | > loss_gen: 2.372880458831787 (2.5828487137020018) | > loss_kl: 1.825650691986084 (1.746777295266222) | > loss_feat: 6.864346981048584 (7.357739640562326) | > loss_mel: 19.600107192993164 (19.37831553516771) | > loss_duration: 2.0763678550720215 (2.0733878316495256) | > loss_1: 32.73935317993164 (33.13906883393359) | > grad_norm_1: tensor(405.8528, device='cuda:0') (tensor(214.3257, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3627 (0.35454026484649465) | > loader_time: 0.004 (0.0036862904593448513)  --> TIME: 2024-06-10 22:51:19 -- STEP: 174/330 -- GLOBAL_STEP: 147575 | > loss_disc: 2.4302988052368164 (2.301889637420918) | > loss_disc_real_0: 0.23355382680892944 (0.11529568848253667) | > loss_disc_real_1: 0.20791378617286682 (0.2011846260264001) | > loss_disc_real_2: 0.17250403761863708 (0.21615867667842184) | > loss_disc_real_3: 0.254739373922348 (0.22525361736958055) | > loss_disc_real_4: 0.21400663256645203 (0.21924944958467593) | > loss_disc_real_5: 0.19001564383506775 (0.21297540164541925) | > loss_0: 2.4302988052368164 (2.301889637420918) | > grad_norm_0: tensor(65.3740, device='cuda:0') (tensor(23.3274, device='cuda:0')) | > loss_gen: 2.5998589992523193 (2.586698877400364) | > loss_kl: 1.6793110370635986 (1.7508762807681644) | > loss_feat: 7.410227298736572 (7.362718064209511) | > loss_mel: 19.36357879638672 (19.346717560428306) | > loss_duration: 2.1577036380767822 (2.0766392583134543) | > loss_1: 33.2106819152832 (33.12364988217411) | > grad_norm_1: tensor(391.2167, device='cuda:0') (tensor(235.4074, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.3778 (0.3591960134177372) | > loader_time: 0.0044 (0.003766561376637426)  --> TIME: 2024-06-10 22:51:29 -- STEP: 199/330 -- GLOBAL_STEP: 147600 | > loss_disc: 2.299556016921997 (2.3028100627151584) | > loss_disc_real_0: 0.1382850557565689 (0.11570738907435432) | > loss_disc_real_1: 0.2247433066368103 (0.2017038453314172) | > loss_disc_real_2: 0.2552158832550049 (0.21592756604129945) | > loss_disc_real_3: 0.20506033301353455 (0.2256116677618506) | > loss_disc_real_4: 0.16020525991916656 (0.21961049421049242) | > loss_disc_real_5: 0.19273020327091217 (0.21293137915170374) | > loss_0: 2.299556016921997 (2.3028100627151584) | > grad_norm_0: tensor(21.1519, device='cuda:0') (tensor(23.9594, device='cuda:0')) | > loss_gen: 2.5421390533447266 (2.5843458666873333) | > loss_kl: 1.7636061906814575 (1.751787492977315) | > loss_feat: 7.114060401916504 (7.364112235792917) | > loss_mel: 18.930330276489258 (19.30883468934639) | > loss_duration: 2.167717456817627 (2.0829445303384997) | > loss_1: 32.517852783203125 (33.09202464501467) | > grad_norm_1: tensor(274.8034, device='cuda:0') (tensor(242.5805, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.392 (0.36404686237699424) | > loader_time: 0.0049 (0.0038936545501402275)  --> TIME: 2024-06-10 22:51:39 -- STEP: 224/330 -- GLOBAL_STEP: 147625 | > loss_disc: 2.220259428024292 (2.302828893065454) | > loss_disc_real_0: 0.08353887498378754 (0.1160007501686258) | > loss_disc_real_1: 0.18832169473171234 (0.20147957000881428) | > loss_disc_real_2: 0.19907598197460175 (0.2157167930688177) | > loss_disc_real_3: 0.21826733648777008 (0.2255805497323828) | > loss_disc_real_4: 0.23181800544261932 (0.2196884778594332) | > loss_disc_real_5: 0.2010549008846283 (0.21299059396343573) | > loss_0: 2.220259428024292 (2.302828893065454) | > grad_norm_0: tensor(44.0482, device='cuda:0') (tensor(23.7040, device='cuda:0')) | > loss_gen: 2.580335855484009 (2.5761529899069235) | > loss_kl: 1.640095829963684 (1.7467486065413271) | > loss_feat: 7.95745849609375 (7.370341117892947) | > loss_mel: 19.393505096435547 (19.27655546154295) | > loss_duration: 2.1969175338745117 (2.088587762521848) | > loss_1: 33.768310546875 (33.05838572127483) | > grad_norm_1: tensor(564.2683, device='cuda:0') (tensor(250.6829, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.4063 (0.3687036271606173) | > loader_time: 0.0051 (0.0040209516882896415)  --> TIME: 2024-06-10 22:51:50 -- STEP: 249/330 -- GLOBAL_STEP: 147650 | > loss_disc: 2.2332634925842285 (2.299017199550768) | > loss_disc_real_0: 0.09865332394838333 (0.1160759965339339) | > loss_disc_real_1: 0.18215523660182953 (0.200526556217048) | > loss_disc_real_2: 0.17124412953853607 (0.2150451729455626) | > loss_disc_real_3: 0.2060115933418274 (0.22541734384724413) | > loss_disc_real_4: 0.1976277381181717 (0.2198170560550498) | > loss_disc_real_5: 0.16708649694919586 (0.2130939115482162) | > loss_0: 2.2332634925842285 (2.299017199550768) | > grad_norm_0: tensor(7.3733, device='cuda:0') (tensor(23.8670, device='cuda:0')) | > loss_gen: 2.470661163330078 (2.5763700257343456) | > loss_kl: 1.7944412231445312 (1.7450552154257595) | > loss_feat: 7.419602394104004 (7.387546334400713) | > loss_mel: 19.14695930480957 (19.24243462037849) | > loss_duration: 2.1606149673461914 (2.0956349406376438) | > loss_1: 32.992279052734375 (33.04704093167105) | > grad_norm_1: tensor(191.2465, device='cuda:0') (tensor(257.3736, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.4068 (0.37326962019066257) | > loader_time: 0.0056 (0.004164464981201662)  --> TIME: 2024-06-10 22:52:01 -- STEP: 274/330 -- GLOBAL_STEP: 147675 | > loss_disc: 2.3505301475524902 (2.295007172292167) | > loss_disc_real_0: 0.08951327949762344 (0.11565586299139219) | > loss_disc_real_1: 0.17251549661159515 (0.20055468483780417) | > loss_disc_real_2: 0.23811636865139008 (0.2152267003799007) | > loss_disc_real_3: 0.21914678812026978 (0.22476333918145103) | > loss_disc_real_4: 0.23664191365242004 (0.21929372118337312) | > loss_disc_real_5: 0.2506502568721771 (0.21216297019137084) | > loss_0: 2.3505301475524902 (2.295007172292167) | > grad_norm_0: tensor(42.4921, device='cuda:0') (tensor(24.5166, device='cuda:0')) | > loss_gen: 2.6786117553710938 (2.5803635320524227) | > loss_kl: 1.8447891473770142 (1.7478358001604568) | > loss_feat: 7.929005146026611 (7.42509427035812) | > loss_mel: 19.14432716369629 (19.22432524270385) | > loss_duration: 2.174482583999634 (2.1026462312162373) | > loss_1: 33.771217346191406 (33.08026484329338) | > grad_norm_1: tensor(616.7174, device='cuda:0') (tensor(273.0522, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.4466 (0.3784344492167452) | > loader_time: 0.0057 (0.004304467326533185)  --> TIME: 2024-06-10 22:52:12 -- STEP: 299/330 -- GLOBAL_STEP: 147700 | > loss_disc: 2.3508121967315674 (2.2940824653791347) | > loss_disc_real_0: 0.11563271284103394 (0.1154630102939829) | > loss_disc_real_1: 0.24026483297348022 (0.20105301431788242) | > loss_disc_real_2: 0.2171485871076584 (0.21515900659122594) | > loss_disc_real_3: 0.22024932503700256 (0.22474913578169003) | > loss_disc_real_4: 0.19322195649147034 (0.21893956420014934) | > loss_disc_real_5: 0.19814251363277435 (0.21161339569051932) | > loss_0: 2.3508121967315674 (2.2940824653791347) | > grad_norm_0: tensor(11.4059, device='cuda:0') (tensor(26.0100, device='cuda:0')) | > loss_gen: 2.564822196960449 (2.586463004849029) | > loss_kl: 1.7737776041030884 (1.7503129961498605) | > loss_feat: 6.722671031951904 (7.441969595625249) | > loss_mel: 18.801448822021484 (19.167087420970695) | > loss_duration: 2.258058547973633 (2.1114150987421) | > loss_1: 32.12078094482422 (33.057247920977254) | > grad_norm_1: tensor(423.2527, device='cuda:0') (tensor(284.1318, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.4705 (0.3850502162474055) | > loader_time: 0.0064 (0.004470003887163756)  --> TIME: 2024-06-10 22:52:26 -- STEP: 324/330 -- GLOBAL_STEP: 147725 | > loss_disc: 2.441420793533325 (2.2957357101970244) | > loss_disc_real_0: 0.13212713599205017 (0.11659973041142946) | > loss_disc_real_1: 0.18181785941123962 (0.2014705677643234) | > loss_disc_real_2: 0.23143485188484192 (0.21507599926841112) | > loss_disc_real_3: 0.31592869758605957 (0.22459188867130397) | > loss_disc_real_4: 0.2813011407852173 (0.2189831007042049) | > loss_disc_real_5: 0.32471245527267456 (0.21195379805601677) | > loss_0: 2.441420793533325 (2.2957357101970244) | > grad_norm_0: tensor(8.3053, device='cuda:0') (tensor(27.2033, device='cuda:0')) | > loss_gen: 2.762068033218384 (2.5925789836012285) | > loss_kl: 1.8984404802322388 (1.7547962242438468) | > loss_feat: 11.310664176940918 (7.516008895120503) | > loss_mel: 19.012680053710938 (19.14061292012532) | > loss_duration: 2.3057053089141846 (2.124519195453621) | > loss_1: 37.2895622253418 (33.12851607358016) | > grad_norm_1: tensor(175.2793, device='cuda:0') (tensor(293.1108, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.5952 (0.39823758602142323) | > loader_time: 0.0081 (0.004723395830319249)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6012933254241943 (2.6012933254241943) | > loss_disc_real_0: 0.15946155786514282 (0.15946155786514282) | > loss_disc_real_1: 0.1998005360364914 (0.1998005360364914) | > loss_disc_real_2: 0.2738393247127533 (0.2738393247127533) | > loss_disc_real_3: 0.25286540389060974 (0.25286540389060974) | > loss_disc_real_4: 0.2814868092536926 (0.2814868092536926) | > loss_disc_real_5: 0.299128919839859 (0.299128919839859) | > loss_0: 2.6012933254241943 (2.6012933254241943) | > loss_gen: 2.4956483840942383 (2.4956483840942383) | > loss_kl: 1.7651393413543701 (1.7651393413543701) | > loss_feat: 5.607361316680908 (5.607361316680908) | > loss_mel: 18.98565101623535 (18.98565101623535) | > loss_duration: 2.8039402961730957 (2.8039402961730957) | > loss_1: 31.657737731933594 (31.657737731933594)  --> STEP: 1 | > loss_disc: 2.2756662368774414 (2.2756662368774414) | > loss_disc_real_0: 0.0633099377155304 (0.0633099377155304) | > loss_disc_real_1: 0.15155664086341858 (0.15155664086341858) | > loss_disc_real_2: 0.12963393330574036 (0.12963393330574036) | > loss_disc_real_3: 0.21658380329608917 (0.21658380329608917) | > loss_disc_real_4: 0.190495565533638 (0.190495565533638) | > loss_disc_real_5: 0.23218053579330444 (0.23218053579330444) | > loss_0: 2.2756662368774414 (2.2756662368774414) | > loss_gen: 2.148743152618408 (2.148743152618408) | > loss_kl: 2.3448972702026367 (2.3448972702026367) | > loss_feat: 6.64512825012207 (6.64512825012207) | > loss_mel: 20.663270950317383 (20.663270950317383) | > loss_duration: 2.3408524990081787 (2.3408524990081787) | > loss_1: 34.14289093017578 (34.14289093017578)  --> STEP: 2 | > loss_disc: 2.4404423236846924 (2.358054280281067) | > loss_disc_real_0: 0.11105258017778397 (0.08718125894665718) | > loss_disc_real_1: 0.16702674329280853 (0.15929169207811356) | > loss_disc_real_2: 0.27218300104141235 (0.20090846717357635) | > loss_disc_real_3: 0.3029404878616333 (0.25976214557886124) | > loss_disc_real_4: 0.2794758081436157 (0.23498568683862686) | > loss_disc_real_5: 0.2620679438114166 (0.24712423980236053) | > loss_0: 2.4404423236846924 (2.358054280281067) | > loss_gen: 2.4671614170074463 (2.3079522848129272) | > loss_kl: 2.893124580383301 (2.6190109252929688) | > loss_feat: 5.837337970733643 (6.2412331104278564) | > loss_mel: 19.98613929748535 (20.324705123901367) | > loss_duration: 2.3465631008148193 (2.343707799911499) | > loss_1: 33.53032684326172 (33.83660888671875)  --> STEP: 3 | > loss_disc: 2.0671355724334717 (2.2610813776652017) | > loss_disc_real_0: 0.11596705764532089 (0.09677652517954509) | > loss_disc_real_1: 0.1720452904701233 (0.1635428915421168) | > loss_disc_real_2: 0.1791815161705017 (0.19366615017255148) | > loss_disc_real_3: 0.22240714728832245 (0.24731047948201498) | > loss_disc_real_4: 0.1783842295408249 (0.2161185344060262) | > loss_disc_real_5: 0.2602021396160126 (0.25148353974024457) | > loss_0: 2.0671355724334717 (2.2610813776652017) | > loss_gen: 2.809800624847412 (2.4752350648244223) | > loss_kl: 2.1842925548553467 (2.4741048018137612) | > loss_feat: 7.709217071533203 (6.730561097462972) | > loss_mel: 20.161821365356445 (20.270410537719727) | > loss_duration: 2.1930651664733887 (2.2934935887654624) | > loss_1: 35.058197021484375 (34.243804931640625)  --> STEP: 4 | > loss_disc: 2.257631778717041 (2.2602189779281616) | > loss_disc_real_0: 0.09816606342792511 (0.09712390974164009) | > loss_disc_real_1: 0.1617109179496765 (0.16308489814400673) | > loss_disc_real_2: 0.2138563096523285 (0.19871369004249573) | > loss_disc_real_3: 0.2227592170238495 (0.2411726638674736) | > loss_disc_real_4: 0.17863290011882782 (0.2067471258342266) | > loss_disc_real_5: 0.19018031656742096 (0.23615773394703865) | > loss_0: 2.257631778717041 (2.2602189779281616) | > loss_gen: 2.298994302749634 (2.431174874305725) | > loss_kl: 2.2197251319885254 (2.4105098843574524) | > loss_feat: 6.945444583892822 (6.784281969070435) | > loss_mel: 15.80966567993164 (19.155224323272705) | > loss_duration: 2.279794692993164 (2.2900688648223877) | > loss_1: 29.55362319946289 (33.07125949859619)  --> STEP: 5 | > loss_disc: 2.149608612060547 (2.238096904754639) | > loss_disc_real_0: 0.04877496510744095 (0.08745412081480027) | > loss_disc_real_1: 0.2217010259628296 (0.1748081237077713) | > loss_disc_real_2: 0.2989957332611084 (0.21877009868621827) | > loss_disc_real_3: 0.20945701003074646 (0.23482953310012816) | > loss_disc_real_4: 0.21652550995349884 (0.20870280265808105) | > loss_disc_real_5: 0.17185698449611664 (0.22329758405685424) | > loss_0: 2.149608612060547 (2.238096904754639) | > loss_gen: 2.5413081645965576 (2.4532015323638916) | > loss_kl: 1.6820508241653442 (2.2648180723190308) | > loss_feat: 5.940786361694336 (6.615582847595215) | > loss_mel: 20.687355041503906 (19.461650466918947) | > loss_duration: 2.357889413833618 (2.303632974624634) | > loss_1: 33.209388732910156 (33.09888534545898)  --> STEP: 6 | > loss_disc: 2.3383219242095947 (2.254801074663798) | > loss_disc_real_0: 0.08470132946968079 (0.08699532225728035) | > loss_disc_real_1: 0.19763095676898956 (0.17861192921797434) | > loss_disc_real_2: 0.24002981185913086 (0.22231338421503702) | > loss_disc_real_3: 0.16118036210536957 (0.2225546712676684) | > loss_disc_real_4: 0.17737333476543427 (0.20348122467597327) | > loss_disc_real_5: 0.1623663455247879 (0.2131423776348432) | > loss_0: 2.3383219242095947 (2.254801074663798) | > loss_gen: 2.2077693939208984 (2.412296175956726) | > loss_kl: 1.7025116682052612 (2.1711003383000693) | > loss_feat: 6.704902648925781 (6.6304694811503095) | > loss_mel: 19.442102432250977 (19.45839246114095) | > loss_duration: 2.0993435382843018 (2.2695847352345786) | > loss_1: 32.15663146972656 (32.941843032836914)  --> STEP: 7 | > loss_disc: 2.3409616947174072 (2.2671097346714566) | > loss_disc_real_0: 0.06478751450777054 (0.08382277829306466) | > loss_disc_real_1: 0.19000506401062012 (0.18023951990263803) | > loss_disc_real_2: 0.23945817351341248 (0.22476263982909067) | > loss_disc_real_3: 0.2847382724285126 (0.23143804286207473) | > loss_disc_real_4: 0.23171891272068024 (0.2075151801109314) | > loss_disc_real_5: 0.2081872522830963 (0.21243450258459365) | > loss_0: 2.3409616947174072 (2.2671097346714566) | > loss_gen: 2.3481760025024414 (2.4031361511775424) | > loss_kl: 3.3453369140625 (2.338848420551845) | > loss_feat: 5.770997524261475 (6.507687773023333) | > loss_mel: 20.333744049072266 (19.58344268798828) | > loss_duration: 2.4051127433776855 (2.288945879255022) | > loss_1: 34.203369140625 (33.12206104823521)  --> STEP: 8 | > loss_disc: 2.2452733516693115 (2.2643801867961884) | > loss_disc_real_0: 0.16449260711669922 (0.09390650689601898) | > loss_disc_real_1: 0.16539667546749115 (0.17838416434824467) | > loss_disc_real_2: 0.24050703644752502 (0.22673068940639496) | > loss_disc_real_3: 0.26307010650634766 (0.23539205081760883) | > loss_disc_real_4: 0.147207573056221 (0.1999767292290926) | > loss_disc_real_5: 0.18081358075141907 (0.20848188735544682) | > loss_0: 2.2452733516693115 (2.2643801867961884) | > loss_gen: 2.6646480560302734 (2.435825139284134) | > loss_kl: 2.1197564601898193 (2.311461925506592) | > loss_feat: 11.238903999328613 (7.099089801311493) | > loss_mel: 22.011014938354492 (19.886889219284058) | > loss_duration: 2.170698404312134 (2.2741649448871613) | > loss_1: 40.20502471923828 (34.007431507110596)  --> STEP: 9 | > loss_disc: 2.367846965789795 (2.2758764955732556) | > loss_disc_real_0: 0.23101472854614258 (0.10914075374603271) | > loss_disc_real_1: 0.23859155178070068 (0.185073874062962) | > loss_disc_real_2: 0.19634324312210083 (0.22335430648591784) | > loss_disc_real_3: 0.22183282673358917 (0.23388547036382887) | > loss_disc_real_4: 0.20170794427394867 (0.20016908645629883) | > loss_disc_real_5: 0.2911132574081421 (0.21766315069463518) | > loss_0: 2.367846965789795 (2.2758764955732556) | > loss_gen: 2.5870115756988525 (2.452623632219103) | > loss_kl: 2.1018552780151367 (2.288172298007541) | > loss_feat: 7.062651634216309 (7.095041116078694) | > loss_mel: 19.13209342956543 (19.803023020426433) | > loss_duration: 2.1110734939575195 (2.2560436725616455) | > loss_1: 32.994686126708984 (33.89490424262153)  --> STEP: 10 | > loss_disc: 2.3378992080688477 (2.282078766822815) | > loss_disc_real_0: 0.17320896685123444 (0.11554757505655289) | > loss_disc_real_1: 0.31354886293411255 (0.19792137295007706) | > loss_disc_real_2: 0.30518096685409546 (0.23153697252273558) | > loss_disc_real_3: 0.23031680285930634 (0.23352860361337663) | > loss_disc_real_4: 0.22566506266593933 (0.20271868407726287) | > loss_disc_real_5: 0.23169055581092834 (0.2190658912062645) | > loss_0: 2.3378992080688477 (2.282078766822815) | > loss_gen: 2.853419303894043 (2.4927031993865967) | > loss_kl: 2.013883590698242 (2.260743427276611) | > loss_feat: 5.98492431640625 (6.9840294361114506) | > loss_mel: 18.677366256713867 (19.690457344055176) | > loss_duration: 2.2406303882598877 (2.2545023441314695) | > loss_1: 31.770225524902344 (33.68243637084961)  --> STEP: 11 | > loss_disc: 2.2818617820739746 (2.2820590409365566) | > loss_disc_real_0: 0.0940222442150116 (0.11359072679823096) | > loss_disc_real_1: 0.16545523703098297 (0.19496990604834122) | > loss_disc_real_2: 0.2831995487213135 (0.23623357035896994) | > loss_disc_real_3: 0.2800982594490051 (0.23776220868934284) | > loss_disc_real_4: 0.32570314407348633 (0.213899089531465) | > loss_disc_real_5: 0.2747131586074829 (0.22412473369728436) | > loss_0: 2.2818617820739746 (2.2820590409365566) | > loss_gen: 2.857712745666504 (2.525885885412043) | > loss_kl: 2.2557926177978516 (2.2602933536876333) | > loss_feat: 6.718995094299316 (6.95993540503762) | > loss_mel: 18.694910049438477 (19.599953044544566) | > loss_duration: 2.3798255920410156 (2.265895366668701) | > loss_1: 32.90723419189453 (33.611963445490055)  --> STEP: 12 | > loss_disc: 2.148836612701416 (2.2709571719169617) | > loss_disc_real_0: 0.08504332602024078 (0.11121177673339844) | > loss_disc_real_1: 0.1720574051141739 (0.19306053097049394) | > loss_disc_real_2: 0.24671922624111176 (0.2371073750158151) | > loss_disc_real_3: 0.21678785979747772 (0.2360143462816874) | > loss_disc_real_4: 0.2069287747144699 (0.2133182299633821) | > loss_disc_real_5: 0.13596902787685394 (0.21677842487891516) | > loss_0: 2.148836612701416 (2.2709571719169617) | > loss_gen: 2.4882850646972656 (2.5227524836858115) | > loss_kl: 2.097581386566162 (2.2467340230941772) | > loss_feat: 6.753460884094238 (6.942729194959004) | > loss_mel: 20.056596755981445 (19.638006687164307) | > loss_duration: 2.1793956756591797 (2.2586870590845742) | > loss_1: 33.5753173828125 (33.608909606933594)  --> STEP: 13 | > loss_disc: 2.100468873977661 (2.2578426874600925) | > loss_disc_real_0: 0.0971587672829628 (0.11013077600644185) | > loss_disc_real_1: 0.18767862021923065 (0.1926465378357814) | > loss_disc_real_2: 0.3086724579334259 (0.24261238139409286) | > loss_disc_real_3: 0.19799260795116425 (0.23308959717933947) | > loss_disc_real_4: 0.18877150118350983 (0.21143002005723807) | > loss_disc_real_5: 0.20834650099277496 (0.21612981534921205) | > loss_0: 2.100468873977661 (2.2578426874600925) | > loss_gen: 2.9752142429351807 (2.557557234397301) | > loss_kl: 2.4297120571136475 (2.2608092564802904) | > loss_feat: 8.351543426513672 (7.05109952046321) | > loss_mel: 18.177047729492188 (19.525625228881836) | > loss_duration: 2.15205454826355 (2.2504845582521877) | > loss_1: 34.0855712890625 (33.64557589017428)  --> STEP: 14 | > loss_disc: 2.0442628860473633 (2.242586987359183) | > loss_disc_real_0: 0.053301163017749786 (0.106071517935821) | > loss_disc_real_1: 0.11994775384664536 (0.18745376755084311) | > loss_disc_real_2: 0.20750847458839417 (0.24010495947940008) | > loss_disc_real_3: 0.21331629157066345 (0.2316772182072912) | > loss_disc_real_4: 0.2045789361000061 (0.21094065691743577) | > loss_disc_real_5: 0.21518394351005554 (0.21606225307498658) | > loss_0: 2.0442628860473633 (2.242586987359183) | > loss_gen: 2.4586000442504883 (2.550488863672529) | > loss_kl: 2.261805295944214 (2.260880402156285) | > loss_feat: 8.394194602966309 (7.1470348834991455) | > loss_mel: 22.36004066467285 (19.72808347429548) | > loss_duration: 2.381739616394043 (2.2598599195480347) | > loss_1: 37.856380462646484 (33.94634764535086)  --> STEP: 15 | > loss_disc: 2.229910373687744 (2.2417418797810873) | > loss_disc_real_0: 0.1309058964252472 (0.1077271431684494) | > loss_disc_real_1: 0.18178825080394745 (0.1870760664343834) | > loss_disc_real_2: 0.27486419677734375 (0.24242224196592968) | > loss_disc_real_3: 0.22943909466266632 (0.23152800997098286) | > loss_disc_real_4: 0.2569306194782257 (0.21400665442148845) | > loss_disc_real_5: 0.21328453719615936 (0.2158770720163981) | > loss_0: 2.229910373687744 (2.2417418797810873) | > loss_gen: 2.613267183303833 (2.5546740849812823) | > loss_kl: 2.4323534965515137 (2.2723119417826334) | > loss_feat: 8.850302696228027 (7.260586071014404) | > loss_mel: 19.31085777282715 (19.700268427530926) | > loss_duration: 2.2816619873046875 (2.2613133907318117) | > loss_1: 35.488441467285156 (34.04915390014648)  --> STEP: 16 | > loss_disc: 2.4616541862487793 (2.255486398935318) | > loss_disc_real_0: 0.170746847987175 (0.11166587471961975) | > loss_disc_real_1: 0.15005387365818024 (0.1847621793858707) | > loss_disc_real_2: 0.2602052688598633 (0.24353368114680052) | > loss_disc_real_3: 0.19154830276966095 (0.22902927827090025) | > loss_disc_real_4: 0.2165384292602539 (0.21416489034891129) | > loss_disc_real_5: 0.14647597074508667 (0.21153950318694115) | > loss_0: 2.4616541862487793 (2.255486398935318) | > loss_gen: 2.3045859336853027 (2.539043575525284) | > loss_kl: 1.9600847959518433 (2.252797745168209) | > loss_feat: 9.31309700012207 (7.388868004083633) | > loss_mel: 18.995718002319336 (19.6562340259552) | > loss_duration: 2.3218204975128174 (2.2650950849056244) | > loss_1: 34.89530563354492 (34.10203838348388)  --> STEP: 17 | > loss_disc: 2.410865068435669 (2.264626320670633) | > loss_disc_real_0: 0.10512082278728485 (0.11128087166477652) | > loss_disc_real_1: 0.20841602981090546 (0.1861535823520492) | > loss_disc_real_2: 0.30569854378700256 (0.24719043777269475) | > loss_disc_real_3: 0.30160313844680786 (0.23329832886948304) | > loss_disc_real_4: 0.24251197278499603 (0.21583236578632803) | > loss_disc_real_5: 0.3032805025577545 (0.21693603256169489) | > loss_0: 2.410865068435669 (2.264626320670633) | > loss_gen: 2.6687064170837402 (2.5466708014993107) | > loss_kl: 2.6703789234161377 (2.2773613438886753) | > loss_feat: 6.91552209854126 (7.361024127287023) | > loss_mel: 18.88896942138672 (19.61110081392176) | > loss_duration: 2.344837188720703 (2.269785796894747) | > loss_1: 33.4884147644043 (34.0659428764792)  --> STEP: 18 | > loss_disc: 1.9963688850402832 (2.24972312980228) | > loss_disc_real_0: 0.06872838735580444 (0.10891684475872251) | > loss_disc_real_1: 0.13060550391674042 (0.18306757799453205) | > loss_disc_real_2: 0.1934906542301178 (0.2442071164647738) | > loss_disc_real_3: 0.1511382758617401 (0.228733881480164) | > loss_disc_real_4: 0.16333578526973724 (0.21291588909096187) | > loss_disc_real_5: 0.1693083494901657 (0.21429005016883215) | > loss_0: 1.9963688850402832 (2.24972312980228) | > loss_gen: 2.655214309692383 (2.552700996398926) | > loss_kl: 2.197688102722168 (2.2729350527127585) | > loss_feat: 9.061660766601562 (7.455503940582275) | > loss_mel: 20.170150756835938 (19.64215914408366) | > loss_duration: 2.2300949096679688 (2.26758074760437) | > loss_1: 36.31481170654297 (34.190880033704964)  --> STEP: 19 | > loss_disc: 2.302161693572998 (2.252483054211265) | > loss_disc_real_0: 0.12678039073944092 (0.10985703138928664) | > loss_disc_real_1: 0.16721412539482117 (0.18223318575244202) | > loss_disc_real_2: 0.2535053491592407 (0.24469649713290365) | > loss_disc_real_3: 0.23905204236507416 (0.22927694257936979) | > loss_disc_real_4: 0.26717033982276917 (0.2157713864978991) | > loss_disc_real_5: 0.314888060092926 (0.21958468227010025) | > loss_0: 2.302161693572998 (2.252483054211265) | > loss_gen: 2.6108956336975098 (2.5557638720462195) | > loss_kl: 1.974957823753357 (2.2572520406622636) | > loss_feat: 6.3527607917785645 (7.397464827487343) | > loss_mel: 19.325586318969727 (19.625497416446084) | > loss_duration: 2.25376033782959 (2.266853357616224) | > loss_1: 32.51795959472656 (34.1028315895482)  --> STEP: 20 | > loss_disc: 2.1609973907470703 (2.2479087710380554) | > loss_disc_real_0: 0.09574830532073975 (0.1091515950858593) | > loss_disc_real_1: 0.2507653534412384 (0.18565979413688183) | > loss_disc_real_2: 0.2012494057416916 (0.24252414256334304) | > loss_disc_real_3: 0.17204812169075012 (0.2264155015349388) | > loss_disc_real_4: 0.20953449606895447 (0.21545954197645187) | > loss_disc_real_5: 0.16248463094234467 (0.21672967970371246) | > loss_0: 2.1609973907470703 (2.2479087710380554) | > loss_gen: 2.490571975708008 (2.5525042772293087) | > loss_kl: 1.9941338300704956 (2.244096130132675) | > loss_feat: 5.557577610015869 (7.3054704666137695) | > loss_mel: 20.408964157104492 (19.664670753479005) | > loss_duration: 2.346956253051758 (2.2708585023880006) | > loss_1: 32.79820251464844 (34.03760013580321)  --> STEP: 21 | > loss_disc: 2.61702823638916 (2.265485888435727) | > loss_disc_real_0: 0.10353323817253113 (0.10888405428046272) | > loss_disc_real_1: 0.19989578425884247 (0.18633769842840375) | > loss_disc_real_2: 0.2757216989994049 (0.2441049785841079) | > loss_disc_real_3: 0.26944828033447266 (0.22846468147777377) | > loss_disc_real_4: 0.25455406308174133 (0.21732118583860852) | > loss_disc_real_5: 0.20054548978805542 (0.2159590039934431) | > loss_0: 2.61702823638916 (2.265485888435727) | > loss_gen: 2.055356740951538 (2.5288305850256054) | > loss_kl: 2.5384576320648193 (2.2581133445103965) | > loss_feat: 5.025502681732178 (7.196900572095599) | > loss_mel: 17.26913833618164 (19.55059778122675) | > loss_duration: 2.146277904510498 (2.264926092965262) | > loss_1: 29.03473472595215 (33.79936844961983)  --> STEP: 22 | > loss_disc: 1.9979137182235718 (2.2533235170624475) | > loss_disc_real_0: 0.0914330780506134 (0.10809082808819684) | > loss_disc_real_1: 0.15873713791370392 (0.1850831274959174) | > loss_disc_real_2: 0.21951733529567719 (0.2429873584346338) | > loss_disc_real_3: 0.14658385515213013 (0.22474282573569904) | > loss_disc_real_4: 0.16012455523014069 (0.21472133899276907) | > loss_disc_real_5: 0.11686808615922928 (0.2114548713646152) | > loss_0: 1.9979137182235718 (2.2533235170624475) | > loss_gen: 2.6336326599121094 (2.5335943157022647) | > loss_kl: 1.72943913936615 (2.2340826988220215) | > loss_feat: 8.805702209472656 (7.2700279192491015) | > loss_mel: 18.99263572692871 (19.525235869667746) | > loss_duration: 2.1438393592834473 (2.2594221505251797) | > loss_1: 34.30524826049805 (33.82236298647793)  --> STEP: 23 | > loss_disc: 2.275973081588745 (2.254308280737504) | > loss_disc_real_0: 0.14824135601520538 (0.10983650321545808) | > loss_disc_real_1: 0.24849313497543335 (0.18784008434285288) | > loss_disc_real_2: 0.2635246515274048 (0.243880284221276) | > loss_disc_real_3: 0.2275858223438263 (0.22486643428387848) | > loss_disc_real_4: 0.18560713529586792 (0.21345550404942554) | > loss_disc_real_5: 0.2049507349729538 (0.2111720828258473) | > loss_0: 2.275973081588745 (2.254308280737504) | > loss_gen: 2.6047699451446533 (2.5366889082867163) | > loss_kl: 2.261915445327759 (2.2352928182353144) | > loss_feat: 7.903883934020996 (7.297586876413097) | > loss_mel: 17.85895538330078 (19.452788891999617) | > loss_duration: 2.246821165084839 (2.258874281592991) | > loss_1: 32.876346588134766 (33.781231838723876)  --> STEP: 24 | > loss_disc: 2.370659828186035 (2.2591562618811927) | > loss_disc_real_0: 0.10437995195388794 (0.10960914691289265) | > loss_disc_real_1: 0.31764617562294006 (0.19324867147952318) | > loss_disc_real_2: 0.20751269161701202 (0.24236496786276499) | > loss_disc_real_3: 0.17552539706230164 (0.22281055773297945) | > loss_disc_real_4: 0.20357707142829895 (0.21304390269021192) | > loss_disc_real_5: 0.20049111545085907 (0.21072704251855612) | > loss_0: 2.370659828186035 (2.2591562618811927) | > loss_gen: 2.2955987453460693 (2.526643484830856) | > loss_kl: 1.7731435298919678 (2.216036597887675) | > loss_feat: 5.08365535736084 (7.205339729785919) | > loss_mel: 19.423717498779297 (19.451577583948772) | > loss_duration: 2.4054012298583984 (2.2649795711040497) | > loss_1: 30.981517791748047 (33.66457708676655)  --> STEP: 25 | > loss_disc: 2.2572126388549805 (2.259078516960144) | > loss_disc_real_0: 0.09193708747625351 (0.10890226453542709) | > loss_disc_real_1: 0.16357971727848053 (0.19206191331148148) | > loss_disc_real_2: 0.2552645206451416 (0.24288094997406007) | > loss_disc_real_3: 0.19175662100315094 (0.22156840026378632) | > loss_disc_real_4: 0.17578014731407166 (0.21155335247516632) | > loss_disc_real_5: 0.14065872132778168 (0.20792430967092515) | > loss_0: 2.2572126388549805 (2.259078516960144) | > loss_gen: 2.1916956901550293 (2.5132455730438226) | > loss_kl: 2.3260300159454346 (2.2204363346099854) | > loss_feat: 6.41255521774292 (7.173628349304199) | > loss_mel: 14.964010238647461 (19.272074890136718) | > loss_duration: 2.304077386856079 (2.266543483734131) | > loss_1: 28.198368072509766 (33.44592872619628)  --> STEP: 26 | > loss_disc: 2.2695658206939697 (2.2594818747960606) | > loss_disc_real_0: 0.1348789930343628 (0.10990136947769386) | > loss_disc_real_1: 0.1506839543581009 (0.19047045335173607) | > loss_disc_real_2: 0.2521417737007141 (0.2432371355020083) | > loss_disc_real_3: 0.2530010938644409 (0.22277735001765764) | > loss_disc_real_4: 0.1995672732591629 (0.21109234942839697) | > loss_disc_real_5: 0.20787204802036285 (0.20792229960744196) | > loss_0: 2.2695658206939697 (2.2594818747960606) | > loss_gen: 2.560835838317871 (2.5150759678620553) | > loss_kl: 1.8546348810195923 (2.2063670479334316) | > loss_feat: 13.494967460632324 (7.416756776662973) | > loss_mel: 21.080810546875 (19.341641646165115) | > loss_duration: 2.3234496116638184 (2.268732180962196) | > loss_1: 41.314697265625 (33.74857367002046) --> EVAL PERFORMANCE | > avg_loader_time: 0.002314613415644719 (-3.118698413555462e-05) | > avg_loss_disc: 2.2594818747960606 (-0.047520385338709836) | > avg_loss_disc_real_0: 0.10990136947769386 (-0.011594835382241458) | > avg_loss_disc_real_1: 0.19047045335173607 (-0.06858167768670964) | > avg_loss_disc_real_2: 0.2432371355020083 (+0.01967439743188712) | > avg_loss_disc_real_3: 0.22277735001765764 (-0.05653528983776379) | > avg_loss_disc_real_4: 0.21109234942839697 (-0.03228596999095035) | > avg_loss_disc_real_5: 0.20792229960744196 (-0.029334873820726692) | > avg_loss_0: 2.2594818747960606 (-0.047520385338709836) | > avg_loss_gen: 2.5150759678620553 (-0.22601139545440851) | > avg_loss_kl: 2.2063670479334316 (-0.09437707295784614) | > avg_loss_feat: 7.416756776662973 (+0.16222410935622023) | > avg_loss_mel: 19.341641646165115 (+0.18841273968036987) | > avg_loss_duration: 2.268732180962196 (-0.002437912500821149) | > avg_loss_1: 33.74857367002046 (+0.02781075697677693)  > EPOCH: 181/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:52:50)   --> TIME: 2024-06-10 22:52:57 -- STEP: 19/330 -- GLOBAL_STEP: 147750 | > loss_disc: 2.1633687019348145 (2.311708776574386) | > loss_disc_real_0: 0.08146843314170837 (0.11168185033296284) | > loss_disc_real_1: 0.1823633313179016 (0.19737447170834793) | > loss_disc_real_2: 0.1796334832906723 (0.2164983419995559) | > loss_disc_real_3: 0.20928360521793365 (0.23341501621823563) | > loss_disc_real_4: 0.21093149483203888 (0.22246541710276352) | > loss_disc_real_5: 0.2056598961353302 (0.2251872381097392) | > loss_0: 2.1633687019348145 (2.311708776574386) | > grad_norm_0: tensor(5.0728, device='cuda:0') (tensor(7.9574, device='cuda:0')) | > loss_gen: 2.579146385192871 (2.5604311792474044) | > loss_kl: 1.857194185256958 (1.7480778254960712) | > loss_feat: 8.367671012878418 (7.147802603872199) | > loss_mel: 19.39309310913086 (19.541943399529703) | > loss_duration: 2.0488972663879395 (2.1764210525311927) | > loss_1: 34.246002197265625 (33.17467569050036) | > grad_norm_1: tensor(127.9590, device='cuda:0') (tensor(98.8691, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3354 (0.33684978987041275) | > loader_time: 0.0033 (0.003080154720105623)  --> TIME: 2024-06-10 22:53:06 -- STEP: 44/330 -- GLOBAL_STEP: 147775 | > loss_disc: 2.319453001022339 (2.294964226809415) | > loss_disc_real_0: 0.10237009078264236 (0.1111308541148901) | > loss_disc_real_1: 0.18206776678562164 (0.1963511969555508) | > loss_disc_real_2: 0.20675835013389587 (0.21387475830587474) | > loss_disc_real_3: 0.18991826474666595 (0.22545689818533984) | > loss_disc_real_4: 0.19447404146194458 (0.21995136378840965) | > loss_disc_real_5: 0.2130366563796997 (0.21838778934695505) | > loss_0: 2.319453001022339 (2.294964226809415) | > grad_norm_0: tensor(11.2955, device='cuda:0') (tensor(9.3077, device='cuda:0')) | > loss_gen: 2.5190889835357666 (2.5627674135294822) | > loss_kl: 1.5601876974105835 (1.750352455811067) | > loss_feat: 7.70654821395874 (7.292250394821167) | > loss_mel: 20.167512893676758 (19.542911572889846) | > loss_duration: 1.997135043144226 (2.1061956503174524) | > loss_1: 33.95047378540039 (33.254477544264354) | > grad_norm_1: tensor(217.1920, device='cuda:0') (tensor(116.2886, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3419 (0.3467101779851047) | > loader_time: 0.0031 (0.0031628825447776103)  --> TIME: 2024-06-10 22:53:15 -- STEP: 69/330 -- GLOBAL_STEP: 147800 | > loss_disc: 2.3436641693115234 (2.2896497318710107) | > loss_disc_real_0: 0.13996636867523193 (0.11103893827269043) | > loss_disc_real_1: 0.1793728917837143 (0.19698222478230795) | > loss_disc_real_2: 0.19914256036281586 (0.21421732699525528) | > loss_disc_real_3: 0.2525010406970978 (0.22592115488605222) | > loss_disc_real_4: 0.2572365701198578 (0.22058260332846988) | > loss_disc_real_5: 0.24908946454524994 (0.21652119574339493) | > loss_0: 2.3436641693115234 (2.2896497318710107) | > grad_norm_0: tensor(37.7124, device='cuda:0') (tensor(12.7616, device='cuda:0')) | > loss_gen: 2.5680346488952637 (2.570866481117579) | > loss_kl: 1.669926404953003 (1.7376198595848635) | > loss_feat: 7.128624439239502 (7.339116884314495) | > loss_mel: 18.375051498413086 (19.43359521506489) | > loss_duration: 1.9928240776062012 (2.082352517307667) | > loss_1: 31.73446273803711 (33.16355113706728) | > grad_norm_1: tensor(488.1446, device='cuda:0') (tensor(155.6738, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3626 (0.35014807314112567) | > loader_time: 0.0036 (0.0032689053079356318)  --> TIME: 2024-06-10 22:53:25 -- STEP: 94/330 -- GLOBAL_STEP: 147825 | > loss_disc: 2.2205753326416016 (2.2921592200056033) | > loss_disc_real_0: 0.16547170281410217 (0.11193078843520042) | > loss_disc_real_1: 0.16711895167827606 (0.19682715928300895) | > loss_disc_real_2: 0.23261097073554993 (0.21595396370963849) | > loss_disc_real_3: 0.20522473752498627 (0.22627617244390733) | > loss_disc_real_4: 0.18888230621814728 (0.21951635784291207) | > loss_disc_real_5: 0.21139979362487793 (0.21441246822793433) | > loss_0: 2.2205753326416016 (2.2921592200056033) | > grad_norm_0: tensor(26.8900, device='cuda:0') (tensor(15.1566, device='cuda:0')) | > loss_gen: 2.641566753387451 (2.5849667178823585) | > loss_kl: 1.7560317516326904 (1.740127202044142) | > loss_feat: 7.957406044006348 (7.351667348374712) | > loss_mel: 20.048038482666016 (19.381221872694947) | > loss_duration: 2.0602774620056152 (2.0729022406517186) | > loss_1: 34.46331787109375 (33.130885550316364) | > grad_norm_1: tensor(74.6552, device='cuda:0') (tensor(186.6609, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3656 (0.35455370456614377) | > loader_time: 0.0036 (0.0033994507282338244)  --> TIME: 2024-06-10 22:53:34 -- STEP: 119/330 -- GLOBAL_STEP: 147850 | > loss_disc: 2.1198549270629883 (2.285399565175802) | > loss_disc_real_0: 0.07964050769805908 (0.11206239048673325) | > loss_disc_real_1: 0.23781552910804749 (0.19718400420261029) | > loss_disc_real_2: 0.20432962477207184 (0.21508850169782878) | > loss_disc_real_3: 0.19322438538074493 (0.22568515782095805) | > loss_disc_real_4: 0.1903497278690338 (0.21792181086640397) | > loss_disc_real_5: 0.15902908146381378 (0.212414234626193) | > loss_0: 2.1198549270629883 (2.285399565175802) | > grad_norm_0: tensor(36.4897, device='cuda:0') (tensor(18.8453, device='cuda:0')) | > loss_gen: 2.589466094970703 (2.600918062594758) | > loss_kl: 1.7004371881484985 (1.7426695412948352) | > loss_feat: 8.406342506408691 (7.423610270524225) | > loss_mel: 19.778759002685547 (19.34453252583993) | > loss_duration: 2.0475735664367676 (2.069724568799764) | > loss_1: 34.522579193115234 (33.18145508325402) | > grad_norm_1: tensor(301.9646, device='cuda:0') (tensor(225.7781, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3604 (0.35728074121875913) | > loader_time: 0.0041 (0.0035372060887953814)  --> TIME: 2024-06-10 22:53:43 -- STEP: 144/330 -- GLOBAL_STEP: 147875 | > loss_disc: 2.290070056915283 (2.284037907918295) | > loss_disc_real_0: 0.14374828338623047 (0.11159129559786783) | > loss_disc_real_1: 0.19301167130470276 (0.1970537774678734) | > loss_disc_real_2: 0.20427824556827545 (0.21461747907516032) | > loss_disc_real_3: 0.2133783996105194 (0.2251417115330696) | > loss_disc_real_4: 0.23262278735637665 (0.21802913314766356) | > loss_disc_real_5: 0.20539788901805878 (0.21287021030568412) | > loss_0: 2.290070056915283 (2.284037907918295) | > grad_norm_0: tensor(16.3198, device='cuda:0') (tensor(20.5695, device='cuda:0')) | > loss_gen: 2.6001415252685547 (2.6017991817659802) | > loss_kl: 1.8556302785873413 (1.7400292116734715) | > loss_feat: 7.0536112785339355 (7.412026604016622) | > loss_mel: 18.523035049438477 (19.333859523137413) | > loss_duration: 2.049971103668213 (2.0720347836613646) | > loss_1: 32.08238983154297 (33.1597493754493) | > grad_norm_1: tensor(273.7399, device='cuda:0') (tensor(246.3430, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3937 (0.359676773349444) | > loader_time: 0.0048 (0.003675911161634657)  --> TIME: 2024-06-10 22:53:53 -- STEP: 169/330 -- GLOBAL_STEP: 147900 | > loss_disc: 2.2474348545074463 (2.2840481594469426) | > loss_disc_real_0: 0.09346827864646912 (0.11177872346174082) | > loss_disc_real_1: 0.18108989298343658 (0.1966634447405324) | > loss_disc_real_2: 0.19580774009227753 (0.21454200968587187) | > loss_disc_real_3: 0.20343030989170074 (0.22570253432502407) | > loss_disc_real_4: 0.19443698227405548 (0.2188142869599472) | > loss_disc_real_5: 0.2177499532699585 (0.21288133099587006) | > loss_0: 2.2474348545074463 (2.2840481594469426) | > grad_norm_0: tensor(19.5812, device='cuda:0') (tensor(20.7883, device='cuda:0')) | > loss_gen: 2.706779718399048 (2.603240265648746) | > loss_kl: 1.7127704620361328 (1.7342119153434707) | > loss_feat: 7.454345226287842 (7.420131536630484) | > loss_mel: 19.591550827026367 (19.315110121958355) | > loss_duration: 2.095689296722412 (2.074874892742677) | > loss_1: 33.561134338378906 (33.14756877605732) | > grad_norm_1: tensor(221.1358, device='cuda:0') (tensor(256.6811, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3716 (0.36290880349966176) | > loader_time: 0.0043 (0.00380197079223994)  --> TIME: 2024-06-10 22:54:03 -- STEP: 194/330 -- GLOBAL_STEP: 147925 | > loss_disc: 2.2332980632781982 (2.284766639630821) | > loss_disc_real_0: 0.09830048680305481 (0.11281413254664116) | > loss_disc_real_1: 0.2356230467557907 (0.19769973315528988) | > loss_disc_real_2: 0.2270268350839615 (0.21447343832438753) | > loss_disc_real_3: 0.2257515788078308 (0.22510517081341794) | > loss_disc_real_4: 0.18810084462165833 (0.21832834307065943) | > loss_disc_real_5: 0.1907881796360016 (0.21234317792137875) | > loss_0: 2.2332980632781982 (2.284766639630821) | > grad_norm_0: tensor(43.6308, device='cuda:0') (tensor(22.1648, device='cuda:0')) | > loss_gen: 2.5947937965393066 (2.5975868923147925) | > loss_kl: 1.8596049547195435 (1.7343300230724294) | > loss_feat: 7.406558513641357 (7.409654206836347) | > loss_mel: 18.630659103393555 (19.301570253273876) | > loss_duration: 2.089376926422119 (2.0800291699232516) | > loss_1: 32.58099365234375 (33.12317061670047) | > grad_norm_1: tensor(400.0970, device='cuda:0') (tensor(264.5427, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.3985 (0.3667621391335712) | > loader_time: 0.0047 (0.003932246227854305)  --> TIME: 2024-06-10 22:54:13 -- STEP: 219/330 -- GLOBAL_STEP: 147950 | > loss_disc: 2.1942014694213867 (2.2839227648086204) | > loss_disc_real_0: 0.1396283656358719 (0.11365080730283642) | > loss_disc_real_1: 0.19224484264850616 (0.1982962608881737) | > loss_disc_real_2: 0.23602768778800964 (0.21481302496232943) | > loss_disc_real_3: 0.23203660547733307 (0.22506246392585372) | > loss_disc_real_4: 0.2165629118680954 (0.21793700339587313) | > loss_disc_real_5: 0.22783291339874268 (0.21191314032905179) | > loss_0: 2.1942014694213867 (2.2839227648086204) | > grad_norm_0: tensor(28.0769, device='cuda:0') (tensor(23.8768, device='cuda:0')) | > loss_gen: 2.6656785011291504 (2.6051060195382867) | > loss_kl: 1.8633042573928833 (1.733129550877227) | > loss_feat: 7.968175411224365 (7.426712789491976) | > loss_mel: 19.38509750366211 (19.26413469009748) | > loss_duration: 2.134308099746704 (2.0858301185581776) | > loss_1: 34.016563415527344 (33.11491322626261) | > grad_norm_1: tensor(396.8187, device='cuda:0') (tensor(277.6743, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.406 (0.3707076566948737) | > loader_time: 0.005 (0.004081394030078905)  --> TIME: 2024-06-10 22:54:24 -- STEP: 244/330 -- GLOBAL_STEP: 147975 | > loss_disc: 2.1356565952301025 (2.2827520761333533) | > loss_disc_real_0: 0.08119335025548935 (0.11309937738859263) | > loss_disc_real_1: 0.19915293157100677 (0.19866865061101366) | > loss_disc_real_2: 0.23954041302204132 (0.21437184940107534) | > loss_disc_real_3: 0.2130075842142105 (0.22461272934909726) | > loss_disc_real_4: 0.19386836886405945 (0.21770634862487434) | > loss_disc_real_5: 0.20578108727931976 (0.21201930750833184) | > loss_0: 2.1356565952301025 (2.2827520761333533) | > grad_norm_0: tensor(13.6455, device='cuda:0') (tensor(24.9220, device='cuda:0')) | > loss_gen: 2.79315185546875 (2.610893863146422) | > loss_kl: 1.5479257106781006 (1.7326848472728105) | > loss_feat: 6.798252582550049 (7.436229156666115) | > loss_mel: 17.751216888427734 (19.237573357879143) | > loss_duration: 2.094170570373535 (2.093062432574444) | > loss_1: 30.984718322753906 (33.11044368587555) | > grad_norm_1: tensor(429.8304, device='cuda:0') (tensor(282.2354, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.4354 (0.3756955441881398) | > loader_time: 0.0054 (0.004229275906672244)  --> TIME: 2024-06-10 22:54:35 -- STEP: 269/330 -- GLOBAL_STEP: 148000 | > loss_disc: 2.4859495162963867 (2.286812927643163) | > loss_disc_real_0: 0.09220856428146362 (0.11484963449625278) | > loss_disc_real_1: 0.20057600736618042 (0.19899708930001384) | > loss_disc_real_2: 0.21880100667476654 (0.21463206343934438) | > loss_disc_real_3: 0.2237902581691742 (0.2245006167977273) | > loss_disc_real_4: 0.2504086196422577 (0.21783040181411686) | > loss_disc_real_5: 0.23715420067310333 (0.21175955596023333) | > loss_0: 2.4859495162963867 (2.286812927643163) | > grad_norm_0: tensor(82.0856, device='cuda:0') (tensor(27.0288, device='cuda:0')) | > loss_gen: 2.419692277908325 (2.6165060429768046) | > loss_kl: 1.8261277675628662 (1.7344689444538386) | > loss_feat: 6.740237712860107 (7.470643566443576) | > loss_mel: 19.34544563293457 (19.22709201259684) | > loss_duration: 2.1941604614257812 (2.0997115639505775) | > loss_1: 32.525665283203125 (33.148422177396306) | > grad_norm_1: tensor(219.7525, device='cuda:0') (tensor(292.7090, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.4491 (0.38109163723913697) | > loader_time: 0.0057 (0.004380722471329359) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_148000.pth  --> TIME: 2024-06-10 22:54:52 -- STEP: 294/330 -- GLOBAL_STEP: 148025 | > loss_disc: 2.4804117679595947 (2.2865971675535466) | > loss_disc_real_0: 0.13086573779582977 (0.1152661564652206) | > loss_disc_real_1: 0.24400648474693298 (0.19971862638077775) | > loss_disc_real_2: 0.23481549322605133 (0.21429516263559564) | > loss_disc_real_3: 0.22783969342708588 (0.2240221168415076) | > loss_disc_real_4: 0.19886331260204315 (0.21763494970644415) | > loss_disc_real_5: 0.2220977395772934 (0.2119643006499122) | > loss_0: 2.4804117679595947 (2.2865971675535466) | > grad_norm_0: tensor(12.8426, device='cuda:0') (tensor(27.0902, device='cuda:0')) | > loss_gen: 2.328325033187866 (2.6127523208151064) | > loss_kl: 1.7042570114135742 (1.7345935000854285) | > loss_feat: 7.285845756530762 (7.482195841211852) | > loss_mel: 18.75542640686035 (19.179849176990743) | > loss_duration: 2.238691568374634 (2.108417840636506) | > loss_1: 32.31254577636719 (33.11780871177208) | > grad_norm_1: tensor(306.8209, device='cuda:0') (tensor(296.4922, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.4575 (0.38836366140923523) | > loader_time: 0.0063 (0.0045618816297881455)  --> TIME: 2024-06-10 22:55:05 -- STEP: 319/330 -- GLOBAL_STEP: 148050 | > loss_disc: 2.352937698364258 (2.287368476951386) | > loss_disc_real_0: 0.10283583402633667 (0.11614072995499758) | > loss_disc_real_1: 0.2173437625169754 (0.19988496354007435) | > loss_disc_real_2: 0.24908418953418732 (0.21418413856186463) | > loss_disc_real_3: 0.23565761744976044 (0.22370120191648837) | > loss_disc_real_4: 0.18221087753772736 (0.21774078746761275) | > loss_disc_real_5: 0.17444860935211182 (0.21176753522460365) | > loss_0: 2.352937698364258 (2.287368476951386) | > grad_norm_0: tensor(30.3976, device='cuda:0') (tensor(26.5593, device='cuda:0')) | > loss_gen: 2.456289291381836 (2.607121884635997) | > loss_kl: 1.8612300157546997 (1.736313652469073) | > loss_feat: 8.347273826599121 (7.5004508443013265) | > loss_mel: 18.321508407592773 (19.137935064429392) | > loss_duration: 2.2939255237579346 (2.1210625578990925) | > loss_1: 33.28022766113281 (33.10288397570764) | > grad_norm_1: tensor(309.2863, device='cuda:0') (tensor(294.6457, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.5629 (0.3986428934952307) | > loader_time: 0.0083 (0.004790599817018898)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.235978126525879 (2.235978126525879) | > loss_disc_real_0: 0.18399149179458618 (0.18399149179458618) | > loss_disc_real_1: 0.23915912210941315 (0.23915912210941315) | > loss_disc_real_2: 0.3317471742630005 (0.3317471742630005) | > loss_disc_real_3: 0.2867013216018677 (0.2867013216018677) | > loss_disc_real_4: 0.26598721742630005 (0.26598721742630005) | > loss_disc_real_5: 0.14214929938316345 (0.14214929938316345) | > loss_0: 2.235978126525879 (2.235978126525879) | > loss_gen: 3.1887309551239014 (3.1887309551239014) | > loss_kl: 1.3417940139770508 (1.3417940139770508) | > loss_feat: 8.826684951782227 (8.826684951782227) | > loss_mel: 18.929611206054688 (18.929611206054688) | > loss_duration: 2.7724342346191406 (2.7724342346191406) | > loss_1: 35.05925750732422 (35.05925750732422)  --> STEP: 1 | > loss_disc: 1.8781538009643555 (1.8781538009643555) | > loss_disc_real_0: 0.07186335325241089 (0.07186335325241089) | > loss_disc_real_1: 0.1799127608537674 (0.1799127608537674) | > loss_disc_real_2: 0.20444579422473907 (0.20444579422473907) | > loss_disc_real_3: 0.31613433361053467 (0.31613433361053467) | > loss_disc_real_4: 0.2729383707046509 (0.2729383707046509) | > loss_disc_real_5: 0.1871933788061142 (0.1871933788061142) | > loss_0: 1.8781538009643555 (1.8781538009643555) | > loss_gen: 3.332798957824707 (3.332798957824707) | > loss_kl: 1.9944618940353394 (1.9944618940353394) | > loss_feat: 8.8404541015625 (8.8404541015625) | > loss_mel: 20.513004302978516 (20.513004302978516) | > loss_duration: 2.397205352783203 (2.397205352783203) | > loss_1: 37.07792282104492 (37.07792282104492)  --> STEP: 2 | > loss_disc: 1.955501675605774 (1.9168277382850647) | > loss_disc_real_0: 0.12306299805641174 (0.09746317565441132) | > loss_disc_real_1: 0.25486162304878235 (0.21738719195127487) | > loss_disc_real_2: 0.25931429862976074 (0.2318800464272499) | > loss_disc_real_3: 0.23135071992874146 (0.27374252676963806) | > loss_disc_real_4: 0.21312874555587769 (0.24303355813026428) | > loss_disc_real_5: 0.13891510665416718 (0.16305424273014069) | > loss_0: 1.955501675605774 (1.9168277382850647) | > loss_gen: 2.9806833267211914 (3.156741142272949) | > loss_kl: 2.2719712257385254 (2.1332165598869324) | > loss_feat: 7.502664089202881 (8.17155909538269) | > loss_mel: 20.308670043945312 (20.410837173461914) | > loss_duration: 2.3709888458251953 (2.384097099304199) | > loss_1: 35.434974670410156 (36.25644874572754)  --> STEP: 3 | > loss_disc: 2.0799899101257324 (1.9712151288986206) | > loss_disc_real_0: 0.13749916851520538 (0.11080850660800934) | > loss_disc_real_1: 0.2833404541015625 (0.23937161266803741) | > loss_disc_real_2: 0.2885980010032654 (0.25078603128592175) | > loss_disc_real_3: 0.1705402284860611 (0.2393417606751124) | > loss_disc_real_4: 0.20533713698387146 (0.23046808441480002) | > loss_disc_real_5: 0.16610896587371826 (0.16407248377799988) | > loss_0: 2.0799899101257324 (1.9712151288986206) | > loss_gen: 3.156442403793335 (3.1566415627797446) | > loss_kl: 2.520007610321045 (2.2621469100316367) | > loss_feat: 7.966589450836182 (8.103235880533854) | > loss_mel: 18.452131271362305 (19.75793520609538) | > loss_duration: 2.2033605575561523 (2.3238515853881836) | > loss_1: 34.29853057861328 (35.60380935668945)  --> STEP: 4 | > loss_disc: 1.9570844173431396 (1.9676824510097504) | > loss_disc_real_0: 0.04404497146606445 (0.09411762282252312) | > loss_disc_real_1: 0.11910311877727509 (0.20930448919534683) | > loss_disc_real_2: 0.3542395234107971 (0.2766494043171406) | > loss_disc_real_3: 0.21971897780895233 (0.2344360649585724) | > loss_disc_real_4: 0.23307880759239197 (0.231120765209198) | > loss_disc_real_5: 0.17021988332271576 (0.16560933366417885) | > loss_0: 1.9570844173431396 (1.9676824510097504) | > loss_gen: 2.8932979106903076 (3.0908056497573853) | > loss_kl: 2.9312093257904053 (2.4294125139713287) | > loss_feat: 10.69636344909668 (8.75151777267456) | > loss_mel: 20.14483070373535 (19.85465908050537) | > loss_duration: 2.2342405319213867 (2.3014488220214844) | > loss_1: 38.89994430541992 (36.42784309387207)  --> STEP: 5 | > loss_disc: 1.9912654161453247 (1.9723990440368653) | > loss_disc_real_0: 0.1318795084953308 (0.10166999995708466) | > loss_disc_real_1: 0.21830321848392487 (0.21110423505306244) | > loss_disc_real_2: 0.2602095901966095 (0.2733614414930344) | > loss_disc_real_3: 0.22575092315673828 (0.23269903659820557) | > loss_disc_real_4: 0.221778005361557 (0.2292522132396698) | > loss_disc_real_5: 0.11232984066009521 (0.15495343506336212) | > loss_0: 1.9912654161453247 (1.9723990440368653) | > loss_gen: 2.960937023162842 (3.0648319244384767) | > loss_kl: 1.8207247257232666 (2.3076749563217165) | > loss_feat: 7.382107257843018 (8.477635669708253) | > loss_mel: 19.62444305419922 (19.80861587524414) | > loss_duration: 2.325873851776123 (2.306333827972412) | > loss_1: 34.11408615112305 (35.965091705322266)  --> STEP: 6 | > loss_disc: 2.3986904621124268 (2.0434476137161255) | > loss_disc_real_0: 0.06633871793746948 (0.09578145295381546) | > loss_disc_real_1: 0.20727947354316711 (0.2104667748014132) | > loss_disc_real_2: 0.30936288833618164 (0.2793616826335589) | > loss_disc_real_3: 0.3909206986427307 (0.2590693136056264) | > loss_disc_real_4: 0.38056910037994385 (0.25447169442971546) | > loss_disc_real_5: 0.3548949956893921 (0.18827702850103378) | > loss_0: 2.3986904621124268 (2.0434476137161255) | > loss_gen: 3.047689437866211 (3.061974843343099) | > loss_kl: 2.4260213375091553 (2.3273993531862893) | > loss_feat: 5.98935604095459 (8.062922398249308) | > loss_mel: 20.15952491760254 (19.867100715637207) | > loss_duration: 2.125027894973755 (2.2761161724726358) | > loss_1: 33.74761962890625 (35.595513025919594)  --> STEP: 7 | > loss_disc: 2.5053796768188477 (2.1094379084450856) | > loss_disc_real_0: 0.2324388176202774 (0.11530393362045288) | > loss_disc_real_1: 0.34068015217781067 (0.22906868585518428) | > loss_disc_real_2: 0.25674745440483093 (0.2761310786008835) | > loss_disc_real_3: 0.2836637496948242 (0.2625828044755118) | > loss_disc_real_4: 0.26164761185646057 (0.25549682549067904) | > loss_disc_real_5: 0.22394175827503204 (0.19337198989731924) | > loss_0: 2.5053796768188477 (2.1094379084450856) | > loss_gen: 2.8935084342956543 (3.037908213479178) | > loss_kl: 3.610053300857544 (2.51063563142504) | > loss_feat: 5.9852166175842285 (7.766107286725726) | > loss_mel: 19.492589950561523 (19.81359917776925) | > loss_duration: 2.459303379058838 (2.302285773413522) | > loss_1: 34.440673828125 (35.43053599766323)  --> STEP: 8 | > loss_disc: 2.233642101287842 (2.1249634325504303) | > loss_disc_real_0: 0.16567575931549072 (0.12160041183233261) | > loss_disc_real_1: 0.3710384964942932 (0.2468149121850729) | > loss_disc_real_2: 0.2354290932416916 (0.2710433304309845) | > loss_disc_real_3: 0.17358453571796417 (0.25145802088081837) | > loss_disc_real_4: 0.197312131524086 (0.2482237387448549) | > loss_disc_real_5: 0.21657367050647736 (0.196272199973464) | > loss_0: 2.233642101287842 (2.1249634325504303) | > loss_gen: 3.0429880619049072 (3.0385431945323944) | > loss_kl: 2.249016523361206 (2.477933242917061) | > loss_feat: 10.765149116516113 (8.140987515449524) | > loss_mel: 20.459331512451172 (19.894315719604492) | > loss_duration: 2.211109161376953 (2.290888696908951) | > loss_1: 38.72759246826172 (35.84266805648804)  --> STEP: 9 | > loss_disc: 2.4190235137939453 (2.157636774910821) | > loss_disc_real_0: 0.21457210183143616 (0.13193059961001077) | > loss_disc_real_1: 0.2784898579120636 (0.25033435059918296) | > loss_disc_real_2: 0.27769309282302856 (0.2717821929189894) | > loss_disc_real_3: 0.33755138516426086 (0.2610239502456453) | > loss_disc_real_4: 0.31563079357147217 (0.25571341150336796) | > loss_disc_real_5: 0.2872469127178192 (0.20638050138950348) | > loss_0: 2.4190235137939453 (2.157636774910821) | > loss_gen: 3.312105655670166 (3.0689390235477023) | > loss_kl: 2.382448434829712 (2.467323819796244) | > loss_feat: 9.257447242736816 (8.265038596259224) | > loss_mel: 21.89032745361328 (20.116094801161026) | > loss_duration: 2.086693048477173 (2.2682002915276422) | > loss_1: 38.92902374267578 (36.18559646606445)  --> STEP: 10 | > loss_disc: 2.441617488861084 (2.186034846305847) | > loss_disc_real_0: 0.15043261647224426 (0.13378080129623413) | > loss_disc_real_1: 0.21024027466773987 (0.24632494300603866) | > loss_disc_real_2: 0.27739202976226807 (0.27234317660331725) | > loss_disc_real_3: 0.2665610909461975 (0.2615776643157005) | > loss_disc_real_4: 0.34305834770202637 (0.2644479051232338) | > loss_disc_real_5: 0.2587030529975891 (0.21161275655031203) | > loss_0: 2.441617488861084 (2.186034846305847) | > loss_gen: 2.6182122230529785 (3.02386634349823) | > loss_kl: 1.716209053993225 (2.3922123432159426) | > loss_feat: 5.099687099456787 (7.94850344657898) | > loss_mel: 20.16759490966797 (20.121244812011717) | > loss_duration: 2.2113232612609863 (2.2625125885009765) | > loss_1: 31.813024520874023 (35.74833927154541)  --> STEP: 11 | > loss_disc: 2.6828722953796387 (2.2312018871307373) | > loss_disc_real_0: 0.20749403536319733 (0.14048200439323077) | > loss_disc_real_1: 0.334467351436615 (0.2543378892270001) | > loss_disc_real_2: 0.4214182198047638 (0.2858954532579942) | > loss_disc_real_3: 0.2963748574256897 (0.2647410455075177) | > loss_disc_real_4: 0.24004767835140228 (0.2622297026894309) | > loss_disc_real_5: 0.20772232115268707 (0.2112590806050734) | > loss_0: 2.6828722953796387 (2.2312018871307373) | > loss_gen: 2.92486834526062 (3.014866525476629) | > loss_kl: 2.0983471870422363 (2.3654973290183325) | > loss_feat: 8.117179870605469 (7.963837666945024) | > loss_mel: 18.166683197021484 (19.943557392467152) | > loss_duration: 2.4049224853515625 (2.2754589427601206) | > loss_1: 33.711997985839844 (35.563217336481266)  --> STEP: 12 | > loss_disc: 2.751394271850586 (2.274551252524058) | > loss_disc_real_0: 0.11642264574766159 (0.13847705783943334) | > loss_disc_real_1: 0.41421279311180115 (0.2676607978840669) | > loss_disc_real_2: 0.39336958527565 (0.2948516309261322) | > loss_disc_real_3: 0.34319305419921875 (0.27127871289849276) | > loss_disc_real_4: 0.3692755103111267 (0.2711501866579056) | > loss_disc_real_5: 0.3305259644985199 (0.22119798759619394) | > loss_0: 2.751394271850586 (2.274551252524058) | > loss_gen: 2.9706625938415527 (3.0111828645070395) | > loss_kl: 1.7549480199813843 (2.31461821993192) | > loss_feat: 5.515267372131348 (7.759790142377217) | > loss_mel: 18.486013412475586 (19.82209539413452) | > loss_duration: 2.2438085079193115 (2.2728214065233865) | > loss_1: 30.970701217651367 (35.18050765991211)  --> STEP: 13 | > loss_disc: 2.7041945457458496 (2.307600736618042) | > loss_disc_real_0: 0.20571976900100708 (0.14364957408263132) | > loss_disc_real_1: 0.2913161814212799 (0.2694804427715448) | > loss_disc_real_2: 0.28093865513801575 (0.293781402019354) | > loss_disc_real_3: 0.3802250325679779 (0.27965919902691466) | > loss_disc_real_4: 0.36492761969566345 (0.2783638353531177) | > loss_disc_real_5: 0.3574899733066559 (0.23168198649699873) | > loss_0: 2.7041945457458496 (2.307600736618042) | > loss_gen: 2.944523811340332 (3.006055245032677) | > loss_kl: 2.378257989883423 (2.3195135868512664) | > loss_feat: 5.084362983703613 (7.553988053248479) | > loss_mel: 16.08748435974121 (19.534817622258114) | > loss_duration: 2.1545286178588867 (2.263721961241502) | > loss_1: 28.649158477783203 (34.67809618436373)  --> STEP: 14 | > loss_disc: 2.3564727306365967 (2.311091593333653) | > loss_disc_real_0: 0.1527395397424698 (0.14429885734404838) | > loss_disc_real_1: 0.22096306085586548 (0.26601491549185347) | > loss_disc_real_2: 0.24685122072696686 (0.29042924621275495) | > loss_disc_real_3: 0.3402545750141144 (0.2839874401688575) | > loss_disc_real_4: 0.3581962287425995 (0.2840661491666521) | > loss_disc_real_5: 0.23650608956813812 (0.2320265652877944) | > loss_0: 2.3564727306365967 (2.311091593333653) | > loss_gen: 2.9637181758880615 (3.003031168665205) | > loss_kl: 2.8990399837493896 (2.360908329486847) | > loss_feat: 6.629728317260742 (7.487969500677926) | > loss_mel: 21.717208862304688 (19.69070271083287) | > loss_duration: 2.369441509246826 (2.2712733575275963) | > loss_1: 36.57913589477539 (34.81388473510742)  --> STEP: 15 | > loss_disc: 2.444836378097534 (2.320007912317912) | > loss_disc_real_0: 0.08222325891256332 (0.1401604841152827) | > loss_disc_real_1: 0.3009642958641052 (0.2683448741833369) | > loss_disc_real_2: 0.2836633026599884 (0.28997818330923714) | > loss_disc_real_3: 0.2532860338687897 (0.281940679748853) | > loss_disc_real_4: 0.2575733959674835 (0.2822999656200409) | > loss_disc_real_5: 0.23437926173210144 (0.23218341171741486) | > loss_0: 2.444836378097534 (2.320007912317912) | > loss_gen: 2.65718412399292 (2.979974699020386) | > loss_kl: 3.024587869644165 (2.4051536321640015) | > loss_feat: 7.192044734954834 (7.4682411829630535) | > loss_mel: 19.074260711669922 (19.64960657755534) | > loss_duration: 2.2649457454681396 (2.2708515167236327) | > loss_1: 34.2130241394043 (34.773827362060544)  --> STEP: 16 | > loss_disc: 2.0930397510528564 (2.305822402238846) | > loss_disc_real_0: 0.19953902065753937 (0.14387164264917374) | > loss_disc_real_1: 0.32744598388671875 (0.27203869353979826) | > loss_disc_real_2: 0.28510573506355286 (0.2896736552938819) | > loss_disc_real_3: 0.20216825604438782 (0.2769549032673239) | > loss_disc_real_4: 0.18589943647384644 (0.27627493254840374) | > loss_disc_real_5: 0.14891880750656128 (0.2269793739542365) | > loss_0: 2.0930397510528564 (2.305822402238846) | > loss_gen: 3.3390443325042725 (3.0024165511131287) | > loss_kl: 2.269390821456909 (2.396668456494808) | > loss_feat: 9.87686824798584 (7.6187803745269775) | > loss_mel: 19.25343894958496 (19.62484610080719) | > loss_duration: 2.3448486328125 (2.275476336479187) | > loss_1: 37.08359146118164 (34.918187618255615)  --> STEP: 17 | > loss_disc: 2.1913950443267822 (2.299091381185195) | > loss_disc_real_0: 0.15482097864151 (0.14451572123695822) | > loss_disc_real_1: 0.27150702476501465 (0.27200741890598745) | > loss_disc_real_2: 0.3055204153060913 (0.2906058176475413) | > loss_disc_real_3: 0.32155871391296387 (0.2795786568347145) | > loss_disc_real_4: 0.3030739724636078 (0.2778513466610628) | > loss_disc_real_5: 0.2478254735469818 (0.22820561510675094) | > loss_0: 2.1913950443267822 (2.299091381185195) | > loss_gen: 3.502836227416992 (3.031853002660415) | > loss_kl: 1.6376018524169922 (2.3520174797843483) | > loss_feat: 6.850433826446533 (7.573583518757539) | > loss_mel: 18.81022071838379 (19.576926960664636) | > loss_duration: 2.3841376304626465 (2.2818681773017433) | > loss_1: 33.18523025512695 (34.81624894983628)  --> STEP: 18 | > loss_disc: 2.3107120990753174 (2.299736976623535) | > loss_disc_real_0: 0.17963188886642456 (0.14646661943859524) | > loss_disc_real_1: 0.2896614670753479 (0.2729881993598408) | > loss_disc_real_2: 0.1970825046300888 (0.2854100780354606) | > loss_disc_real_3: 0.21261699497699738 (0.27585856450928575) | > loss_disc_real_4: 0.24578557908535004 (0.27606991512907875) | > loss_disc_real_5: 0.18056336045265198 (0.2255588231815232) | > loss_0: 2.3107120990753174 (2.299736976623535) | > loss_gen: 2.7841014862060547 (3.018089029524061) | > loss_kl: 2.751222610473633 (2.37419554260042) | > loss_feat: 6.780030727386475 (7.529497252570258) | > loss_mel: 16.52587890625 (19.407424290974934) | > loss_duration: 2.2445642948150635 (2.2797957393858166) | > loss_1: 31.085798263549805 (34.60900168948703)  --> STEP: 19 | > loss_disc: 2.330759048461914 (2.3013697172466077) | > loss_disc_real_0: 0.20394682884216309 (0.14949189361773038) | > loss_disc_real_1: 0.26302918791770935 (0.2724640408628865) | > loss_disc_real_2: 0.259856641292572 (0.2840651603121507) | > loss_disc_real_3: 0.23233337700366974 (0.2735677651668849) | > loss_disc_real_4: 0.25783684849739075 (0.27511028004320043) | > loss_disc_real_5: 0.19449934363365173 (0.22392411373163523) | > loss_0: 2.330759048461914 (2.3013697172466077) | > loss_gen: 2.7455458641052246 (3.003744652396754) | > loss_kl: 1.831437110900879 (2.3456293093530753) | > loss_feat: 7.146170616149902 (7.509322166442871) | > loss_mel: 17.95639419555664 (19.33105428595292) | > loss_duration: 2.2643139362335205 (2.278980907640959) | > loss_1: 31.943862915039062 (34.468731227673985)  --> STEP: 20 | > loss_disc: 2.331326484680176 (2.302867555618286) | > loss_disc_real_0: 0.16029196977615356 (0.15003189742565154) | > loss_disc_real_1: 0.18137535452842712 (0.2679096065461635) | > loss_disc_real_2: 0.27728894352912903 (0.2837263494729996) | > loss_disc_real_3: 0.3537371754646301 (0.2775762356817722) | > loss_disc_real_4: 0.35034632682800293 (0.27887208238244054) | > loss_disc_real_5: 0.3034326732158661 (0.22789954170584678) | > loss_0: 2.331326484680176 (2.302867555618286) | > loss_gen: 3.08146071434021 (3.007630455493927) | > loss_kl: 1.791159987449646 (2.317905843257904) | > loss_feat: 5.806861877441406 (7.424199151992798) | > loss_mel: 22.31807518005371 (19.48040533065796) | > loss_duration: 2.2697558403015137 (2.2785196542739867) | > loss_1: 35.26731491088867 (34.50866041183472)  --> STEP: 21 | > loss_disc: 2.2184386253356934 (2.298847130366734) | > loss_disc_real_0: 0.15270110964775085 (0.15015900276956104) | > loss_disc_real_1: 0.27266961336135864 (0.2681362735373633) | > loss_disc_real_2: 0.27097952365875244 (0.28311935776755925) | > loss_disc_real_3: 0.22259420156478882 (0.27495804358096343) | > loss_disc_real_4: 0.26365265250205994 (0.27814734762623194) | > loss_disc_real_5: 0.21996505558490753 (0.22752170903342112) | > loss_0: 2.2184386253356934 (2.298847130366734) | > loss_gen: 3.3109583854675293 (3.022074642635527) | > loss_kl: 3.194371223449707 (2.359642289933704) | > loss_feat: 6.861155986785889 (7.397387572697231) | > loss_mel: 19.36077308654785 (19.474708557128906) | > loss_duration: 2.1634490489959717 (2.2730401016417003) | > loss_1: 34.89070510864258 (34.52685301644461)  --> STEP: 22 | > loss_disc: 1.889137625694275 (2.2802239710634407) | > loss_disc_real_0: 0.07917872071266174 (0.14693262631242926) | > loss_disc_real_1: 0.23950321972370148 (0.2668347710912877) | > loss_disc_real_2: 0.15969093143939972 (0.2775089747526429) | > loss_disc_real_3: 0.17869655787944794 (0.2705825215036218) | > loss_disc_real_4: 0.22023768723011017 (0.27551509033549915) | > loss_disc_real_5: 0.16344310343265533 (0.2246090451424772) | > loss_0: 1.889137625694275 (2.2802239710634407) | > loss_gen: 2.9507992267608643 (3.018834851004861) | > loss_kl: 1.847557783126831 (2.336365721442483) | > loss_feat: 7.644139289855957 (7.4086035598408095) | > loss_mel: 20.01854133605957 (19.49942822889848) | > loss_duration: 2.1523211002349854 (2.2675528743050317) | > loss_1: 34.61335754394531 (34.53078504042191)  --> STEP: 23 | > loss_disc: 2.302276372909546 (2.281182771143706) | > loss_disc_real_0: 0.24803142249584198 (0.1513282261464907) | > loss_disc_real_1: 0.2636336386203766 (0.2666955914186394) | > loss_disc_real_2: 0.2761692404747009 (0.27745072543621063) | > loss_disc_real_3: 0.18840041756629944 (0.26700938654982515) | > loss_disc_real_4: 0.23463775217533112 (0.27373781476331793) | > loss_disc_real_5: 0.14993025362491608 (0.22136214116345282) | > loss_0: 2.302276372909546 (2.281182771143706) | > loss_gen: 2.81693172454834 (3.0100564542024033) | > loss_kl: 2.480698585510254 (2.342641063358473) | > loss_feat: 7.097794532775879 (7.395090123881465) | > loss_mel: 19.419897079467773 (19.495970352836277) | > loss_duration: 2.3011832237243652 (2.26901506341022) | > loss_1: 34.11650466918945 (34.51277285036832)  --> STEP: 24 | > loss_disc: 2.307589530944824 (2.282283052802086) | > loss_disc_real_0: 0.11110028624534607 (0.149652061983943) | > loss_disc_real_1: 0.2346285879611969 (0.2653594662745793) | > loss_disc_real_2: 0.31444475054740906 (0.27899214314917725) | > loss_disc_real_3: 0.3012290298938751 (0.2684352050224939) | > loss_disc_real_4: 0.3000428080558777 (0.2748338561505079) | > loss_disc_real_5: 0.30606383085250854 (0.22489137823383012) | > loss_0: 2.307589530944824 (2.282283052802086) | > loss_gen: 3.3275933265686035 (3.0232871572176614) | > loss_kl: 2.3655519485473633 (2.343595683574677) | > loss_feat: 7.820398330688477 (7.41281129916509) | > loss_mel: 18.970211029052734 (19.474063714345295) | > loss_duration: 2.3869564533233643 (2.2739292879899344) | > loss_1: 34.87071228027344 (34.52768699328104)  --> STEP: 25 | > loss_disc: 2.1176390647888184 (2.275697293281555) | > loss_disc_real_0: 0.19670338928699493 (0.1515341150760651) | > loss_disc_real_1: 0.3123365640640259 (0.26723855018615716) | > loss_disc_real_2: 0.3396610915660858 (0.2814189010858536) | > loss_disc_real_3: 0.2533011734485626 (0.26782984375953667) | > loss_disc_real_4: 0.18494148552417755 (0.2712381613254547) | > loss_disc_real_5: 0.15252453088760376 (0.2219967043399811) | > loss_0: 2.1176390647888184 (2.275697293281555) | > loss_gen: 3.710383176803589 (3.0507709980010986) | > loss_kl: 2.28832745552063 (2.3413849544525154) | > loss_feat: 8.201440811157227 (7.444356479644775) | > loss_mel: 19.285232543945312 (19.466510467529297) | > loss_duration: 2.3235669136047363 (2.2759147930145263) | > loss_1: 35.80895233154297 (34.578937606811515)  --> STEP: 26 | > loss_disc: 1.6271915435791016 (2.2507547644468455) | > loss_disc_real_0: 0.1525227427482605 (0.1515721392173034) | > loss_disc_real_1: 0.12840323150157928 (0.2618987302367503) | > loss_disc_real_2: 0.09692512452602386 (0.27432298660278326) | > loss_disc_real_3: 0.1428433209657669 (0.26302266980593014) | > loss_disc_real_4: 0.12046808004379272 (0.2654393120453908) | > loss_disc_real_5: 0.08635825663805008 (0.2167798409668299) | > loss_0: 1.6271915435791016 (2.2507547644468455) | > loss_gen: 2.890315532684326 (3.0445996339504537) | > loss_kl: 2.038088321685791 (2.329719699346103) | > loss_feat: 19.671581268310547 (7.914634356131921) | > loss_mel: 22.540573120117188 (19.584743646474983) | > loss_duration: 2.3027567863464355 (2.276947177373446) | > loss_1: 49.44331741333008 (35.15064452244685) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022390622359055746 (-7.555117973914423e-05) | > avg_loss_disc: 2.2507547644468455 (-0.008727110349215028) | > avg_loss_disc_real_0: 0.1515721392173034 (+0.04167076973960954) | > avg_loss_disc_real_1: 0.2618987302367503 (+0.07142827688501424) | > avg_loss_disc_real_2: 0.27432298660278326 (+0.03108585110077497) | > avg_loss_disc_real_3: 0.26302266980593014 (+0.040245319788272504) | > avg_loss_disc_real_4: 0.2654393120453908 (+0.054346962616993816) | > avg_loss_disc_real_5: 0.2167798409668299 (+0.008857541359387933) | > avg_loss_0: 2.2507547644468455 (-0.008727110349215028) | > avg_loss_gen: 3.0445996339504537 (+0.5295236660883984) | > avg_loss_kl: 2.329719699346103 (+0.12335265141267149) | > avg_loss_feat: 7.914634356131921 (+0.4978775794689474) | > avg_loss_mel: 19.584743646474983 (+0.24310200030986806) | > avg_loss_duration: 2.276947177373446 (+0.00821499641125012) | > avg_loss_1: 35.15064452244685 (+1.4020708524263839)  > EPOCH: 182/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:55:29)   --> TIME: 2024-06-10 22:55:35 -- STEP: 14/330 -- GLOBAL_STEP: 148075 | > loss_disc: 2.334723472595215 (2.2649814741952077) | > loss_disc_real_0: 0.11418802291154861 (0.10964215440409524) | > loss_disc_real_1: 0.24012471735477448 (0.1986691802740097) | > loss_disc_real_2: 0.2399180829524994 (0.2154959961771965) | > loss_disc_real_3: 0.23699283599853516 (0.2302365962948118) | > loss_disc_real_4: 0.23301392793655396 (0.22263069876602717) | > loss_disc_real_5: 0.21984630823135376 (0.2187613376549312) | > loss_0: 2.334723472595215 (2.2649814741952077) | > grad_norm_0: tensor(6.0567, device='cuda:0') (tensor(8.5968, device='cuda:0')) | > loss_gen: 2.5287814140319824 (2.6114812748772755) | > loss_kl: 1.7315059900283813 (1.7692937340055193) | > loss_feat: 6.6537981033325195 (7.337627070290702) | > loss_mel: 17.344697952270508 (19.468164035252162) | > loss_duration: 2.1132187843322754 (2.2053261484418596) | > loss_1: 30.37200355529785 (33.39189175197056) | > grad_norm_1: tensor(79.0792, device='cuda:0') (tensor(124.3563, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.3734 (0.35143576349530903) | > loader_time: 0.0033 (0.0032535791397094727)  --> TIME: 2024-06-10 22:55:44 -- STEP: 39/330 -- GLOBAL_STEP: 148100 | > loss_disc: 2.199552536010742 (2.240063156837072) | > loss_disc_real_0: 0.1163908839225769 (0.10765515497097602) | > loss_disc_real_1: 0.21869149804115295 (0.19861321647961933) | > loss_disc_real_2: 0.22598712146282196 (0.21596836890929785) | > loss_disc_real_3: 0.19125555455684662 (0.22107191231006232) | > loss_disc_real_4: 0.18335582315921783 (0.21454026913031554) | > loss_disc_real_5: 0.1828162670135498 (0.2088608015806247) | > loss_0: 2.199552536010742 (2.240063156837072) | > grad_norm_0: tensor(7.2081, device='cuda:0') (tensor(9.5565, device='cuda:0')) | > loss_gen: 2.7229697704315186 (2.640726242309962) | > loss_kl: 1.8751686811447144 (1.7745031393491304) | > loss_feat: 8.642770767211914 (7.4721347368680515) | > loss_mel: 20.42994499206543 (19.47554407364283) | > loss_duration: 2.0719175338745117 (2.1161486430045886) | > loss_1: 35.74277114868164 (33.47905667622886) | > grad_norm_1: tensor(111.2188, device='cuda:0') (tensor(126.5428, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.3441 (0.34962106973696977) | > loader_time: 0.0032 (0.0033806226192376553)  --> TIME: 2024-06-10 22:55:53 -- STEP: 64/330 -- GLOBAL_STEP: 148125 | > loss_disc: 2.2169694900512695 (2.2533526886254545) | > loss_disc_real_0: 0.13147039711475372 (0.11027438845485449) | > loss_disc_real_1: 0.18157166242599487 (0.20066138566471634) | > loss_disc_real_2: 0.21812723577022552 (0.21601160150021315) | > loss_disc_real_3: 0.2368868589401245 (0.22100283158943057) | > loss_disc_real_4: 0.2457907646894455 (0.21621586615219712) | > loss_disc_real_5: 0.23699936270713806 (0.20952572277747095) | > loss_0: 2.2169694900512695 (2.2533526886254545) | > grad_norm_0: tensor(8.9133, device='cuda:0') (tensor(10.1699, device='cuda:0')) | > loss_gen: 2.761274814605713 (2.625471349805593) | > loss_kl: 1.845652461051941 (1.7561201062053442) | > loss_feat: 7.870966911315918 (7.45313773304224) | > loss_mel: 19.472867965698242 (19.429887801408768) | > loss_duration: 2.0558507442474365 (2.086627945303917) | > loss_1: 34.00661087036133 (33.35124507546425) | > grad_norm_1: tensor(81.2215, device='cuda:0') (tensor(142.7182, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.3414 (0.3487720601260661) | > loader_time: 0.0036 (0.00346587598323822)  --> TIME: 2024-06-10 22:56:02 -- STEP: 89/330 -- GLOBAL_STEP: 148150 | > loss_disc: 2.366368055343628 (2.2644785240794834) | > loss_disc_real_0: 0.12697859108448029 (0.11175525799561083) | > loss_disc_real_1: 0.20766058564186096 (0.20023701231131388) | > loss_disc_real_2: 0.23451091349124908 (0.21744911288947202) | > loss_disc_real_3: 0.24119246006011963 (0.2222159267141578) | > loss_disc_real_4: 0.24089032411575317 (0.21780775018622367) | > loss_disc_real_5: 0.20716693997383118 (0.20924407812986476) | > loss_0: 2.366368055343628 (2.2644785240794834) | > grad_norm_0: tensor(19.4317, device='cuda:0') (tensor(11.0223, device='cuda:0')) | > loss_gen: 2.4118990898132324 (2.6108224338360038) | > loss_kl: 1.7568093538284302 (1.7594429455446394) | > loss_feat: 7.322736740112305 (7.455752292375886) | > loss_mel: 19.325061798095703 (19.3530257792955) | > loss_duration: 2.0834546089172363 (2.073706768871693) | > loss_1: 32.89996337890625 (33.25275020385057) | > grad_norm_1: tensor(260.5802, device='cuda:0') (tensor(149.1609, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.35 (0.3498745420005882) | > loader_time: 0.0035 (0.00352127096626196)  --> TIME: 2024-06-10 22:56:11 -- STEP: 114/330 -- GLOBAL_STEP: 148175 | > loss_disc: 2.3093461990356445 (2.266039964399842) | > loss_disc_real_0: 0.11266601085662842 (0.11098368590076764) | > loss_disc_real_1: 0.19128254055976868 (0.19917818067366613) | > loss_disc_real_2: 0.20138703286647797 (0.21609306649157875) | > loss_disc_real_3: 0.19993917644023895 (0.22220210744100705) | > loss_disc_real_4: 0.20388925075531006 (0.21782530595858893) | > loss_disc_real_5: 0.23520268499851227 (0.21033928830895504) | > loss_0: 2.3093461990356445 (2.266039964399842) | > grad_norm_0: tensor(32.2005, device='cuda:0') (tensor(13.5889, device='cuda:0')) | > loss_gen: 2.6565001010894775 (2.6109194316362068) | > loss_kl: 1.7247980833053589 (1.7598634843240704) | > loss_feat: 7.916959762573242 (7.451932660320349) | > loss_mel: 19.636138916015625 (19.29389383081804) | > loss_duration: 2.074051856994629 (2.0697625614049144) | > loss_1: 34.00844955444336 (33.18637192040159) | > grad_norm_1: tensor(115.4310, device='cuda:0') (tensor(174.9141, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.3672 (0.3521469726897121) | > loader_time: 0.0037 (0.0035879005465591163)  --> TIME: 2024-06-10 22:56:20 -- STEP: 139/330 -- GLOBAL_STEP: 148200 | > loss_disc: 2.3506903648376465 (2.2707686312764683) | > loss_disc_real_0: 0.11563954502344131 (0.11243422935120495) | > loss_disc_real_1: 0.21578621864318848 (0.2005785184798481) | > loss_disc_real_2: 0.23586173355579376 (0.21667318732189617) | > loss_disc_real_3: 0.22977367043495178 (0.22173679421702736) | > loss_disc_real_4: 0.2153090387582779 (0.2168024174815459) | > loss_disc_real_5: 0.22817079722881317 (0.20932094366859183) | > loss_0: 2.3506903648376465 (2.2707686312764683) | > grad_norm_0: tensor(29.2173, device='cuda:0') (tensor(15.7500, device='cuda:0')) | > loss_gen: 2.6124930381774902 (2.6088303370441457) | > loss_kl: 1.7433586120605469 (1.7590441575153268) | > loss_feat: 6.815166473388672 (7.4346949522443815) | > loss_mel: 18.34627342224121 (19.294206413433702) | > loss_duration: 2.1399152278900146 (2.0720415398371315) | > loss_1: 31.657207489013672 (33.168817451531936) | > grad_norm_1: tensor(285.1606, device='cuda:0') (tensor(187.3863, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.366 (0.35430926041637384) | > loader_time: 0.0046 (0.0037008738346237073)  --> TIME: 2024-06-10 22:56:30 -- STEP: 164/330 -- GLOBAL_STEP: 148225 | > loss_disc: 2.4005932807922363 (2.278530765597414) | > loss_disc_real_0: 0.11262698471546173 (0.11331472872960859) | > loss_disc_real_1: 0.20952539145946503 (0.20029940883197428) | > loss_disc_real_2: 0.21590249240398407 (0.21757067721791384) | > loss_disc_real_3: 0.2076566070318222 (0.22190058531194198) | > loss_disc_real_4: 0.23335063457489014 (0.21751168979013838) | > loss_disc_real_5: 0.2017008513212204 (0.20952587483859636) | > loss_0: 2.4005932807922363 (2.278530765597414) | > grad_norm_0: tensor(23.6191, device='cuda:0') (tensor(17.6382, device='cuda:0')) | > loss_gen: 2.4232895374298096 (2.6050249803357) | > loss_kl: 1.6060377359390259 (1.7503625626971082) | > loss_feat: 7.5930938720703125 (7.425887948129235) | > loss_mel: 19.687023162841797 (19.27909858052323) | > loss_duration: 2.1583476066589355 (2.0727843722192265) | > loss_1: 33.46779251098633 (33.133158520954396) | > grad_norm_1: tensor(250.7821, device='cuda:0') (tensor(207.3776, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.3826 (0.35717361874696685) | > loader_time: 0.0047 (0.0038052230346493606)  --> TIME: 2024-06-10 22:56:40 -- STEP: 189/330 -- GLOBAL_STEP: 148250 | > loss_disc: 2.221259593963623 (2.270334948307623) | > loss_disc_real_0: 0.08794616162776947 (0.11151294573826134) | > loss_disc_real_1: 0.1660141795873642 (0.19955428764618255) | > loss_disc_real_2: 0.20411354303359985 (0.2162499219652206) | > loss_disc_real_3: 0.22048695385456085 (0.2215169051652232) | > loss_disc_real_4: 0.22666038572788239 (0.21725257040646972) | > loss_disc_real_5: 0.20354431867599487 (0.20917737815115178) | > loss_0: 2.221259593963623 (2.270334948307623) | > grad_norm_0: tensor(17.2235, device='cuda:0') (tensor(19.4484, device='cuda:0')) | > loss_gen: 2.6999001502990723 (2.6202413947493928) | > loss_kl: 1.7743257284164429 (1.7467885591365673) | > loss_feat: 7.749324321746826 (7.4628285781416315) | > loss_mel: 18.96706199645996 (19.241425933030538) | > loss_duration: 2.1309521198272705 (2.077905722396085) | > loss_1: 33.321563720703125 (33.149190236651684) | > grad_norm_1: tensor(245.2892, device='cuda:0') (tensor(222.0977, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.3817 (0.3615123493961558) | > loader_time: 0.0049 (0.003933675705440461)  --> TIME: 2024-06-10 22:56:50 -- STEP: 214/330 -- GLOBAL_STEP: 148275 | > loss_disc: 2.312736988067627 (2.2744332011615005) | > loss_disc_real_0: 0.05136384814977646 (0.11168662960005697) | > loss_disc_real_1: 0.18815553188323975 (0.19987894852306234) | > loss_disc_real_2: 0.2126089483499527 (0.2168302366109652) | > loss_disc_real_3: 0.2065579742193222 (0.2227747869268756) | > loss_disc_real_4: 0.26669132709503174 (0.2171901096807462) | > loss_disc_real_5: 0.23843830823898315 (0.2099716293616829) | > loss_0: 2.312736988067627 (2.2744332011615005) | > grad_norm_0: tensor(36.4434, device='cuda:0') (tensor(21.1571, device='cuda:0')) | > loss_gen: 2.548314332962036 (2.6221876835154587) | > loss_kl: 1.6813660860061646 (1.7482008727911478) | > loss_feat: 7.169394016265869 (7.476667776286045) | > loss_mel: 19.08024024963379 (19.212038708624434) | > loss_duration: 2.1689984798431396 (2.0837724504069763) | > loss_1: 32.648311614990234 (33.142867533960036) | > grad_norm_1: tensor(418.5366, device='cuda:0') (tensor(237.6074, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.4227 (0.3651740071929505) | > loader_time: 0.0047 (0.004048078973716666)  --> TIME: 2024-06-10 22:57:00 -- STEP: 239/330 -- GLOBAL_STEP: 148300 | > loss_disc: 2.1378536224365234 (2.2717875750992595) | > loss_disc_real_0: 0.0942501574754715 (0.11164905093454416) | > loss_disc_real_1: 0.16261504590511322 (0.19951062733658181) | > loss_disc_real_2: 0.20217469334602356 (0.21579364228946893) | > loss_disc_real_3: 0.24819594621658325 (0.2228656692983715) | > loss_disc_real_4: 0.24927133321762085 (0.2172415623729698) | > loss_disc_real_5: 0.2345646172761917 (0.21013980686165792) | > loss_0: 2.1378536224365234 (2.2717875750992595) | > grad_norm_0: tensor(28.1774, device='cuda:0') (tensor(22.1037, device='cuda:0')) | > loss_gen: 2.6492807865142822 (2.621317945264871) | > loss_kl: 1.7200788259506226 (1.7478349213819624) | > loss_feat: 7.380312919616699 (7.479568982224086) | > loss_mel: 18.193090438842773 (19.173775884396857) | > loss_duration: 2.1143317222595215 (2.0911448445779026) | > loss_1: 32.05709457397461 (33.11364263271182) | > grad_norm_1: tensor(510.7624, device='cuda:0') (tensor(257.1281, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.4102 (0.36928131889598653) | > loader_time: 0.0078 (0.004190332221186812)  --> TIME: 2024-06-10 22:57:11 -- STEP: 264/330 -- GLOBAL_STEP: 148325 | > loss_disc: 2.2250430583953857 (2.275290752450626) | > loss_disc_real_0: 0.14333000779151917 (0.11268266380736322) | > loss_disc_real_1: 0.2267570048570633 (0.19979762506078586) | > loss_disc_real_2: 0.2381589263677597 (0.21593330117563406) | > loss_disc_real_3: 0.21535205841064453 (0.22324983809481969) | > loss_disc_real_4: 0.21429821848869324 (0.21702598695727912) | > loss_disc_real_5: 0.22376206517219543 (0.21015964956446123) | > loss_0: 2.2250430583953857 (2.275290752450626) | > grad_norm_0: tensor(59.2299, device='cuda:0') (tensor(23.6737, device='cuda:0')) | > loss_gen: 2.707381010055542 (2.619882197091073) | > loss_kl: 1.8462406396865845 (1.7492884727138462) | > loss_feat: 7.721767902374268 (7.501264093500196) | > loss_mel: 18.844831466674805 (19.155453291806303) | > loss_duration: 2.1807336807250977 (2.097450915159603) | > loss_1: 33.30095291137695 (33.123339067805844) | > grad_norm_1: tensor(401.9446, device='cuda:0') (tensor(269.7306, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.4351 (0.37386470039685576) | > loader_time: 0.0056 (0.004334775787411316)  --> TIME: 2024-06-10 22:57:22 -- STEP: 289/330 -- GLOBAL_STEP: 148350 | > loss_disc: 2.2562332153320312 (2.2758090409440563) | > loss_disc_real_0: 0.19962488114833832 (0.1136456374787954) | > loss_disc_real_1: 0.24703052639961243 (0.20009011584479086) | > loss_disc_real_2: 0.22607766091823578 (0.21532553924202508) | > loss_disc_real_3: 0.23568330705165863 (0.2233943118356091) | > loss_disc_real_4: 0.1925826370716095 (0.21711926053964556) | > loss_disc_real_5: 0.19605399668216705 (0.2102316849475088) | > loss_0: 2.2562332153320312 (2.2758090409440563) | > grad_norm_0: tensor(103.9199, device='cuda:0') (tensor(25.5976, device='cuda:0')) | > loss_gen: 2.7010796070098877 (2.6241290181565864) | > loss_kl: 1.8271673917770386 (1.7574659878819867) | > loss_feat: 7.991391181945801 (7.530857701615067) | > loss_mel: 18.937219619750977 (19.126376544727993) | > loss_duration: 2.2478995323181152 (2.1055902671649003) | > loss_1: 33.70475769042969 (33.14441956120787) | > grad_norm_1: tensor(588.2934, device='cuda:0') (tensor(281.2433, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.4461 (0.38003383210786085) | > loader_time: 0.0064 (0.004500248027920312)  --> TIME: 2024-06-10 22:57:34 -- STEP: 314/330 -- GLOBAL_STEP: 148375 | > loss_disc: 2.2848949432373047 (2.275577544027073) | > loss_disc_real_0: 0.15533381700515747 (0.11364721653947403) | > loss_disc_real_1: 0.23461604118347168 (0.20026597957227632) | > loss_disc_real_2: 0.19815106689929962 (0.21539990812729878) | > loss_disc_real_3: 0.20614482462406158 (0.22297201381557308) | > loss_disc_real_4: 0.2201061099767685 (0.2163123174742529) | > loss_disc_real_5: 0.1944742649793625 (0.20967563801700143) | > loss_0: 2.2848949432373047 (2.275577544027073) | > grad_norm_0: tensor(17.5787, device='cuda:0') (tensor(26.8638, device='cuda:0')) | > loss_gen: 2.7603490352630615 (2.6258856460546993) | > loss_kl: 1.6884300708770752 (1.761052816157128) | > loss_feat: 7.961599349975586 (7.551548105895899) | > loss_mel: 19.643468856811523 (19.098484045381) | > loss_duration: 2.285374164581299 (2.117127227555418) | > loss_1: 34.3392219543457 (33.154097872934486) | > grad_norm_1: tensor(82.9598, device='cuda:0') (tensor(290.7495, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.5112 (0.38872690109690283) | > loader_time: 0.0072 (0.004709236181465687)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.619502067565918 (2.619502067565918) | > loss_disc_real_0: 0.18703177571296692 (0.18703177571296692) | > loss_disc_real_1: 0.2979477345943451 (0.2979477345943451) | > loss_disc_real_2: 0.2897067964076996 (0.2897067964076996) | > loss_disc_real_3: 0.260010689496994 (0.260010689496994) | > loss_disc_real_4: 0.2731122374534607 (0.2731122374534607) | > loss_disc_real_5: 0.30538272857666016 (0.30538272857666016) | > loss_0: 2.619502067565918 (2.619502067565918) | > loss_gen: 2.4595282077789307 (2.4595282077789307) | > loss_kl: 1.2965210676193237 (1.2965210676193237) | > loss_feat: 5.42955207824707 (5.42955207824707) | > loss_mel: 17.052345275878906 (17.052345275878906) | > loss_duration: 2.8847761154174805 (2.8847761154174805) | > loss_1: 29.122722625732422 (29.122722625732422)  --> STEP: 1 | > loss_disc: 2.200913906097412 (2.200913906097412) | > loss_disc_real_0: 0.09444033354520798 (0.09444033354520798) | > loss_disc_real_1: 0.22865326702594757 (0.22865326702594757) | > loss_disc_real_2: 0.18678617477416992 (0.18678617477416992) | > loss_disc_real_3: 0.24224600195884705 (0.24224600195884705) | > loss_disc_real_4: 0.2385721206665039 (0.2385721206665039) | > loss_disc_real_5: 0.21229511499404907 (0.21229511499404907) | > loss_0: 2.200913906097412 (2.200913906097412) | > loss_gen: 2.3967154026031494 (2.3967154026031494) | > loss_kl: 2.1386401653289795 (2.1386401653289795) | > loss_feat: 5.4178690910339355 (5.4178690910339355) | > loss_mel: 18.115724563598633 (18.115724563598633) | > loss_duration: 2.341485023498535 (2.341485023498535) | > loss_1: 30.41043472290039 (30.41043472290039)  --> STEP: 2 | > loss_disc: 2.3563883304595947 (2.2786511182785034) | > loss_disc_real_0: 0.12454885989427567 (0.10949459671974182) | > loss_disc_real_1: 0.17927129566669464 (0.2039622813463211) | > loss_disc_real_2: 0.2672313451766968 (0.22700875997543335) | > loss_disc_real_3: 0.31640636920928955 (0.2793261855840683) | > loss_disc_real_4: 0.32064661383628845 (0.2796093672513962) | > loss_disc_real_5: 0.26520806550979614 (0.2387515902519226) | > loss_0: 2.3563883304595947 (2.2786511182785034) | > loss_gen: 2.870640277862549 (2.633677840232849) | > loss_kl: 2.029024362564087 (2.083832263946533) | > loss_feat: 6.81361198425293 (6.115740537643433) | > loss_mel: 19.841930389404297 (18.978827476501465) | > loss_duration: 2.2746238708496094 (2.3080544471740723) | > loss_1: 33.829830169677734 (32.12013244628906)  --> STEP: 3 | > loss_disc: 2.0439469814300537 (2.200416405995687) | > loss_disc_real_0: 0.09539100527763367 (0.10479339957237244) | > loss_disc_real_1: 0.16571272909641266 (0.19121243059635162) | > loss_disc_real_2: 0.21411506831645966 (0.22271086275577545) | > loss_disc_real_3: 0.17361988127231598 (0.2440907508134842) | > loss_disc_real_4: 0.20405226945877075 (0.2544236679871877) | > loss_disc_real_5: 0.15599088370800018 (0.21116468807061514) | > loss_0: 2.0439469814300537 (2.200416405995687) | > loss_gen: 2.6415467262268066 (2.636300802230835) | > loss_kl: 2.1261985301971436 (2.097954352696737) | > loss_feat: 7.8856096267700195 (6.705696900685628) | > loss_mel: 21.317049026489258 (19.75823465983073) | > loss_duration: 2.1479477882385254 (2.254685560862223) | > loss_1: 36.11835479736328 (33.45287322998047)  --> STEP: 4 | > loss_disc: 2.2049038410186768 (2.2015382647514343) | > loss_disc_real_0: 0.17934846878051758 (0.12343216687440872) | > loss_disc_real_1: 0.18684786558151245 (0.19012128934264183) | > loss_disc_real_2: 0.1736851930618286 (0.21045444533228874) | > loss_disc_real_3: 0.2355034351348877 (0.24194392189383507) | > loss_disc_real_4: 0.2521500289440155 (0.25385525822639465) | > loss_disc_real_5: 0.25172150135040283 (0.22130389139056206) | > loss_0: 2.2049038410186768 (2.2015382647514343) | > loss_gen: 2.7900168895721436 (2.674729824066162) | > loss_kl: 2.575106620788574 (2.217242419719696) | > loss_feat: 8.542655944824219 (7.164936661720276) | > loss_mel: 20.047096252441406 (19.8304500579834) | > loss_duration: 2.197470188140869 (2.2403817176818848) | > loss_1: 36.152347564697266 (34.12774181365967)  --> STEP: 5 | > loss_disc: 2.1707603931427 (2.1953826904296876) | > loss_disc_real_0: 0.1777256727218628 (0.13429086804389953) | > loss_disc_real_1: 0.3068004846572876 (0.213457128405571) | > loss_disc_real_2: 0.2218511700630188 (0.21273379027843475) | > loss_disc_real_3: 0.2480454295873642 (0.2431642234325409) | > loss_disc_real_4: 0.23594506084918976 (0.25027321875095365) | > loss_disc_real_5: 0.22475531697273254 (0.22199417650699615) | > loss_0: 2.1707603931427 (2.1953826904296876) | > loss_gen: 3.0797526836395264 (2.755734395980835) | > loss_kl: 2.304028272628784 (2.2345995903015137) | > loss_feat: 5.798861503601074 (6.891721630096436) | > loss_mel: 19.848608016967773 (19.834081649780273) | > loss_duration: 2.3136649131774902 (2.255038356781006) | > loss_1: 33.344913482666016 (33.97117614746094)  --> STEP: 6 | > loss_disc: 2.406773567199707 (2.230614503224691) | > loss_disc_real_0: 0.1376546323299408 (0.1348514954249064) | > loss_disc_real_1: 0.22450967133045197 (0.21529921889305115) | > loss_disc_real_2: 0.2733174264431 (0.22283106297254562) | > loss_disc_real_3: 0.28884121775627136 (0.2507770558198293) | > loss_disc_real_4: 0.29245543479919434 (0.2573035880923271) | > loss_disc_real_5: 0.2052486389875412 (0.219203253587087) | > loss_0: 2.406773567199707 (2.230614503224691) | > loss_gen: 2.5149335861206055 (2.715600927670797) | > loss_kl: 2.512073516845703 (2.2808452447255454) | > loss_feat: 5.388659954071045 (6.64121135075887) | > loss_mel: 19.291889190673828 (19.7437162399292) | > loss_duration: 2.105372190475464 (2.230093995730082) | > loss_1: 31.812929153442383 (33.61146831512451)  --> STEP: 7 | > loss_disc: 2.188981294631958 (2.2246669019971574) | > loss_disc_real_0: 0.1855984330177307 (0.14210105793816702) | > loss_disc_real_1: 0.27955418825149536 (0.22447850022997176) | > loss_disc_real_2: 0.17824192345142365 (0.21646118589809962) | > loss_disc_real_3: 0.21630385518074036 (0.24585231287138803) | > loss_disc_real_4: 0.3034006655216217 (0.26388888486794065) | > loss_disc_real_5: 0.29886841773986816 (0.2305839913231986) | > loss_0: 2.188981294631958 (2.2246669019971574) | > loss_gen: 3.1221888065338135 (2.7736849103655135) | > loss_kl: 2.927726984024048 (2.3732569217681885) | > loss_feat: 5.67730712890625 (6.503510747637067) | > loss_mel: 19.030994415283203 (19.64189883640834) | > loss_duration: 2.376573085784912 (2.2510195800236295) | > loss_1: 33.134788513183594 (33.54337120056152)  --> STEP: 8 | > loss_disc: 1.7993123531341553 (2.1714975833892822) | > loss_disc_real_0: 0.08311949670314789 (0.13472836278378963) | > loss_disc_real_1: 0.19971954822540283 (0.22138363122940063) | > loss_disc_real_2: 0.17106220126152039 (0.21078631281852722) | > loss_disc_real_3: 0.14118584990501404 (0.23276900500059128) | > loss_disc_real_4: 0.11426097899675369 (0.2451853966340423) | > loss_disc_real_5: 0.11238040030002594 (0.215808542445302) | > loss_0: 1.7993123531341553 (2.1714975833892822) | > loss_gen: 2.8077001571655273 (2.777936816215515) | > loss_kl: 1.9492645263671875 (2.3202578723430634) | > loss_feat: 10.879218101501465 (7.050474166870117) | > loss_mel: 20.64620018005371 (19.767436504364014) | > loss_duration: 2.151242256164551 (2.2385474145412445) | > loss_1: 38.433624267578125 (34.1546528339386)  --> STEP: 9 | > loss_disc: 2.4205121994018555 (2.199165874057346) | > loss_disc_real_0: 0.12700988352298737 (0.13387075397703382) | > loss_disc_real_1: 0.19460390508174896 (0.21840810610188377) | > loss_disc_real_2: 0.2786652445793152 (0.21832841634750366) | > loss_disc_real_3: 0.29139474034309387 (0.23928297559420267) | > loss_disc_real_4: 0.3654561936855316 (0.2585488185286522) | > loss_disc_real_5: 0.26041582226753235 (0.22076490686999428) | > loss_0: 2.4205121994018555 (2.199165874057346) | > loss_gen: 2.982144832611084 (2.800626595815023) | > loss_kl: 2.4082305431365967 (2.330032613542345) | > loss_feat: 8.442277908325195 (7.205119027031793) | > loss_mel: 19.64836883544922 (19.75420676337348) | > loss_duration: 2.1080822944641113 (2.2240512900882297) | > loss_1: 35.58910369873047 (34.31403626335992)  --> STEP: 10 | > loss_disc: 2.1779263019561768 (2.197041916847229) | > loss_disc_real_0: 0.10670334100723267 (0.13115401268005372) | > loss_disc_real_1: 0.1437782496213913 (0.21094512045383454) | > loss_disc_real_2: 0.24059678614139557 (0.22055525332689285) | > loss_disc_real_3: 0.2485097199678421 (0.24020565003156663) | > loss_disc_real_4: 0.20529140532016754 (0.25322307720780374) | > loss_disc_real_5: 0.17106907069683075 (0.21579532325267792) | > loss_0: 2.1779263019561768 (2.197041916847229) | > loss_gen: 2.635352849960327 (2.7840992212295532) | > loss_kl: 2.117292881011963 (2.3087586402893066) | > loss_feat: 7.719445705413818 (7.256551694869995) | > loss_mel: 21.69080924987793 (19.947867012023927) | > loss_duration: 2.245767593383789 (2.2262229204177855) | > loss_1: 36.408668518066406 (34.523499488830566)  --> STEP: 11 | > loss_disc: 2.3455095291137695 (2.2105389725078237) | > loss_disc_real_0: 0.1102580800652504 (0.12925438244234433) | > loss_disc_real_1: 0.19753916561603546 (0.2097263972867619) | > loss_disc_real_2: 0.22633050382137299 (0.22108027609911832) | > loss_disc_real_3: 0.23551379144191742 (0.2397791174325076) | > loss_disc_real_4: 0.2706589996814728 (0.25480816106904636) | > loss_disc_real_5: 0.33327051997184753 (0.22647488659078424) | > loss_0: 2.3455095291137695 (2.2105389725078237) | > loss_gen: 2.561333656311035 (2.7638478062369605) | > loss_kl: 2.248332977294922 (2.303265398198908) | > loss_feat: 5.799656867980957 (7.1241067106073555) | > loss_mel: 18.514873504638672 (19.817594874988902) | > loss_duration: 2.3746209144592285 (2.2397136471488257) | > loss_1: 31.498815536499023 (34.24852822043679)  --> STEP: 12 | > loss_disc: 2.4069128036499023 (2.2269034584363303) | > loss_disc_real_0: 0.09900273382663727 (0.12673341172436872) | > loss_disc_real_1: 0.15201832354068756 (0.2049173911412557) | > loss_disc_real_2: 0.24216221272945404 (0.2228371041516463) | > loss_disc_real_3: 0.24615134298801422 (0.24031013622879982) | > loss_disc_real_4: 0.3252953886985779 (0.26068209670484066) | > loss_disc_real_5: 0.2755548357963562 (0.23056488235791525) | > loss_0: 2.4069128036499023 (2.2269034584363303) | > loss_gen: 2.5295398235321045 (2.744322141011556) | > loss_kl: 1.8034510612487793 (2.261614203453064) | > loss_feat: 6.810182571411133 (7.0979463656743365) | > loss_mel: 19.90441131591797 (19.824829578399658) | > loss_duration: 2.1878790855407715 (2.2353941003481546) | > loss_1: 33.2354621887207 (34.16410605112711)  --> STEP: 13 | > loss_disc: 2.632052183151245 (2.2580687449528623) | > loss_disc_real_0: 0.22398027777671814 (0.13421393988224176) | > loss_disc_real_1: 0.2897105813026428 (0.21143994423059317) | > loss_disc_real_2: 0.24240943789482117 (0.22434266828573668) | > loss_disc_real_3: 0.3040604889392853 (0.2452140095142218) | > loss_disc_real_4: 0.33195891976356506 (0.2661649292478195) | > loss_disc_real_5: 0.3379838168621063 (0.2388278773197761) | > loss_0: 2.632052183151245 (2.2580687449528623) | > loss_gen: 2.7141799926757812 (2.7420035142164965) | > loss_kl: 2.670912265777588 (2.29309866978572) | > loss_feat: 4.265793323516846 (6.880088439354529) | > loss_mel: 14.579854965209961 (19.42136999276968) | > loss_duration: 2.0681538581848145 (2.22252946633559) | > loss_1: 26.298892974853516 (33.55908966064453)  --> STEP: 14 | > loss_disc: 2.269402027130127 (2.258878265108381) | > loss_disc_real_0: 0.1469820886850357 (0.13512595051101275) | > loss_disc_real_1: 0.15078844130039215 (0.2071076940212931) | > loss_disc_real_2: 0.1888897716999054 (0.22181031852960587) | > loss_disc_real_3: 0.26574409008026123 (0.24668044384036744) | > loss_disc_real_4: 0.29960399866104126 (0.26855343420590677) | > loss_disc_real_5: 0.3533172011375427 (0.24700568616390228) | > loss_0: 2.269402027130127 (2.258878265108381) | > loss_gen: 2.9007909297943115 (2.7533454724720547) | > loss_kl: 2.5715582370758057 (2.3129886388778687) | > loss_feat: 7.347254753112793 (6.913457461765835) | > loss_mel: 21.870943069458008 (19.59633949824742) | > loss_duration: 2.3356409072875977 (2.230608854975019) | > loss_1: 37.026187896728516 (33.80673953465053)  --> STEP: 15 | > loss_disc: 2.055906057357788 (2.245346784591675) | > loss_disc_real_0: 0.10365789383649826 (0.13302808006604513) | > loss_disc_real_1: 0.22333210706710815 (0.20818932155768077) | > loss_disc_real_2: 0.25838544964790344 (0.22424866060415904) | > loss_disc_real_3: 0.22103682160377502 (0.2449708690245946) | > loss_disc_real_4: 0.1763724982738495 (0.2624080384771029) | > loss_disc_real_5: 0.1415226310491562 (0.2399734824895859) | > loss_0: 2.055906057357788 (2.245346784591675) | > loss_gen: 2.851682424545288 (2.759901269276937) | > loss_kl: 2.5199332237243652 (2.326784944534302) | > loss_feat: 7.732822895050049 (6.9680818239847815) | > loss_mel: 19.362977981567383 (19.580782063802083) | > loss_duration: 2.2528634071350098 (2.2320924917856853) | > loss_1: 34.720279693603516 (33.86764221191406)  --> STEP: 16 | > loss_disc: 2.697908401489258 (2.2736318856477737) | > loss_disc_real_0: 0.08875006437301636 (0.13026070408523083) | > loss_disc_real_1: 0.24486950039863586 (0.21048183273524046) | > loss_disc_real_2: 0.26563653349876404 (0.22683540266007185) | > loss_disc_real_3: 0.29789644479751587 (0.2482787175104022) | > loss_disc_real_4: 0.2970883548259735 (0.2645755582489073) | > loss_disc_real_5: 0.2904564440250397 (0.24312866758555174) | > loss_0: 2.697908401489258 (2.2736318856477737) | > loss_gen: 2.2281742095947266 (2.7266683280467987) | > loss_kl: 2.1886255741119385 (2.318149983882904) | > loss_feat: 7.2229390144348145 (6.984010398387909) | > loss_mel: 17.145414352416992 (19.428571581840515) | > loss_duration: 2.3443689346313477 (2.239109769463539) | > loss_1: 31.12952423095703 (33.69650983810425)  --> STEP: 17 | > loss_disc: 2.4150142669677734 (2.2819484963136563) | > loss_disc_real_0: 0.1576799601316452 (0.1318736014997258) | > loss_disc_real_1: 0.21186211705207825 (0.21056302593034856) | > loss_disc_real_2: 0.24508720636367798 (0.2279090381720487) | > loss_disc_real_3: 0.33331015706062317 (0.2532805668957093) | > loss_disc_real_4: 0.35040974617004395 (0.26962462812662125) | > loss_disc_real_5: 0.30872780084609985 (0.24698744013028986) | > loss_0: 2.4150142669677734 (2.2819484963136563) | > loss_gen: 2.9519362449645996 (2.73991938198314) | > loss_kl: 2.579239845275879 (2.333508211023667) | > loss_feat: 5.588508605957031 (6.901922057656681) | > loss_mel: 20.09323501586914 (19.467669430901022) | > loss_duration: 2.424255847930908 (2.2500007152557373) | > loss_1: 33.637176513671875 (33.6930196425494)  --> STEP: 18 | > loss_disc: 2.253340721130371 (2.2803591754701404) | > loss_disc_real_0: 0.07097472250461578 (0.1284903304444419) | > loss_disc_real_1: 0.16030095517635345 (0.2077706886662377) | > loss_disc_real_2: 0.13277533650398254 (0.22262383252382278) | > loss_disc_real_3: 0.27472710609436035 (0.2544720412956344) | > loss_disc_real_4: 0.2729080617427826 (0.26980704110529685) | > loss_disc_real_5: 0.21265700459480286 (0.24508019371165168) | > loss_0: 2.253340721130371 (2.2803591754701404) | > loss_gen: 2.430544137954712 (2.722731868426005) | > loss_kl: 2.803640365600586 (2.3596266640557184) | > loss_feat: 8.316214561462402 (6.980493863423665) | > loss_mel: 22.276016235351562 (19.62368869781494) | > loss_duration: 2.2228007316589355 (2.248489605055915) | > loss_1: 38.049217224121094 (33.93503061930338)  --> STEP: 19 | > loss_disc: 2.38543701171875 (2.2858895879042778) | > loss_disc_real_0: 0.15553657710552216 (0.12991381711081454) | > loss_disc_real_1: 0.23890449106693268 (0.20940930984522166) | > loss_disc_real_2: 0.22771340608596802 (0.22289170481656728) | > loss_disc_real_3: 0.22023645043373108 (0.2526701680923763) | > loss_disc_real_4: 0.245710551738739 (0.2685388048228465) | > loss_disc_real_5: 0.18785659968852997 (0.2420684256051716) | > loss_0: 2.38543701171875 (2.2858895879042778) | > loss_gen: 2.511112689971924 (2.7115940169284216) | > loss_kl: 1.3436086177825928 (2.306152030041343) | > loss_feat: 7.5676679611206055 (7.011397763302452) | > loss_mel: 16.596973419189453 (19.464387893676758) | > loss_duration: 2.2931838035583496 (2.2508419312928853) | > loss_1: 30.31254768371582 (33.744373622693516)  --> STEP: 20 | > loss_disc: 2.272027015686035 (2.2851964592933656) | > loss_disc_real_0: 0.19849058985710144 (0.1333426557481289) | > loss_disc_real_1: 0.2555885910987854 (0.21171827390789985) | > loss_disc_real_2: 0.19493277370929718 (0.22149375826120377) | > loss_disc_real_3: 0.217392235994339 (0.25090627148747446) | > loss_disc_real_4: 0.17908094823360443 (0.26406591199338436) | > loss_disc_real_5: 0.15634115040302277 (0.23778206184506417) | > loss_0: 2.272027015686035 (2.2851964592933656) | > loss_gen: 2.5006375312805176 (2.701046192646026) | > loss_kl: 2.098156690597534 (2.295752263069153) | > loss_feat: 6.444655418395996 (6.983060646057129) | > loss_mel: 19.095848083496094 (19.445960903167723) | > loss_duration: 2.3252344131469727 (2.2545615553855898) | > loss_1: 32.46453094482422 (33.68038148880005)  --> STEP: 21 | > loss_disc: 2.7460103034973145 (2.30713997568403) | > loss_disc_real_0: 0.24521483480930328 (0.13866990237008958) | > loss_disc_real_1: 0.25298985838890076 (0.2136835874546142) | > loss_disc_real_2: 0.21220403909683228 (0.22105139068194798) | > loss_disc_real_3: 0.29008322954177856 (0.2527718409186318) | > loss_disc_real_4: 0.3688497543334961 (0.26905561877148493) | > loss_disc_real_5: 0.363668292760849 (0.24377664426962534) | > loss_0: 2.7460103034973145 (2.30713997568403) | > loss_gen: 2.4314565658569336 (2.688208591370355) | > loss_kl: 1.6775747537612915 (2.2663152388163974) | > loss_feat: 4.558570861816406 (6.867608751569476) | > loss_mel: 16.428447723388672 (19.302269799368723) | > loss_duration: 2.121126890182495 (2.248207523709252) | > loss_1: 27.21717643737793 (33.37260981968471)  --> STEP: 22 | > loss_disc: 2.3359053134918213 (2.308447491038929) | > loss_disc_real_0: 0.20071014761924744 (0.14148991351777856) | > loss_disc_real_1: 0.18330398201942444 (0.2123026962984692) | > loss_disc_real_2: 0.20764672756195068 (0.2204420878128572) | > loss_disc_real_3: 0.26497387886047363 (0.25332647900689736) | > loss_disc_real_4: 0.30265846848487854 (0.27058302103118465) | > loss_disc_real_5: 0.2284342646598816 (0.24307926337827335) | > loss_0: 2.3359053134918213 (2.308447491038929) | > loss_gen: 2.7520058155059814 (2.6911084651947017) | > loss_kl: 2.1771280765533447 (2.26226127689535) | > loss_feat: 7.984310150146484 (6.918367906050249) | > loss_mel: 19.17050552368164 (19.29628051411022) | > loss_duration: 2.1429319381713867 (2.243422269821167) | > loss_1: 34.22688293457031 (33.411440415815875)  --> STEP: 23 | > loss_disc: 2.7143678665161133 (2.3260962030161982) | > loss_disc_real_0: 0.23529213666915894 (0.14556827104609946) | > loss_disc_real_1: 0.2990202307701111 (0.21607302388419275) | > loss_disc_real_2: 0.31375452876091003 (0.22449915046277252) | > loss_disc_real_3: 0.3393357992172241 (0.25706601466821594) | > loss_disc_real_4: 0.40901675820350647 (0.27660187916911166) | > loss_disc_real_5: 0.32378557324409485 (0.2465882333724395) | > loss_0: 2.7143678665161133 (2.3260962030161982) | > loss_gen: 2.9973230361938477 (2.7044221421946646) | > loss_kl: 2.5386080741882324 (2.2742763550385185) | > loss_feat: 5.131922721862793 (6.840696376302968) | > loss_mel: 19.298404693603516 (19.296372869740363) | > loss_duration: 2.24483323097229 (2.2434836159581724) | > loss_1: 32.21109390258789 (33.359251436979875)  --> STEP: 24 | > loss_disc: 2.6615073680877686 (2.340071668227514) | > loss_disc_real_0: 0.18962226808071136 (0.14740385425587496) | > loss_disc_real_1: 0.24936430156230927 (0.2174601604541143) | > loss_disc_real_2: 0.26643502712249756 (0.22624647865692774) | > loss_disc_real_3: 0.3132795989513397 (0.25940824734667944) | > loss_disc_real_4: 0.3335036039352417 (0.2789727843677004) | > loss_disc_real_5: 0.2797383666038513 (0.24796948892374834) | > loss_0: 2.6615073680877686 (2.340071668227514) | > loss_gen: 2.4532675743103027 (2.6939573685328164) | > loss_kl: 2.0694351196289062 (2.265741303563118) | > loss_feat: 4.671760082244873 (6.750324030717214) | > loss_mel: 16.54975128173828 (19.181930303573612) | > loss_duration: 2.440497875213623 (2.2516925434271493) | > loss_1: 28.18471336364746 (33.143645683924355)  --> STEP: 25 | > loss_disc: 2.7011823654174805 (2.354516096115112) | > loss_disc_real_0: 0.3067874312400818 (0.15377919733524323) | > loss_disc_real_1: 0.3264155685901642 (0.22181837677955626) | > loss_disc_real_2: 0.2877098023891449 (0.22870501160621642) | > loss_disc_real_3: 0.2642168700695038 (0.2596005922555924) | > loss_disc_real_4: 0.27244022488594055 (0.27871148198843004) | > loss_disc_real_5: 0.3614256978034973 (0.25250773727893827) | > loss_0: 2.7011823654174805 (2.354516096115112) | > loss_gen: 2.6192898750305176 (2.6909706687927244) | > loss_kl: 2.7611324787139893 (2.285556950569153) | > loss_feat: 4.829404830932617 (6.67348726272583) | > loss_mel: 15.499234199523926 (19.034622459411626) | > loss_duration: 2.353943109512329 (2.2557825660705566) | > loss_1: 28.063003540039062 (32.94041999816895)  --> STEP: 26 | > loss_disc: 3.25093674659729 (2.3889938134413495) | > loss_disc_real_0: 0.16474631428718567 (0.15420100952570254) | > loss_disc_real_1: 0.33776557445526123 (0.22627788438246801) | > loss_disc_real_2: 0.1343807429075241 (0.22507715511780518) | > loss_disc_real_3: 0.24859537184238434 (0.2591773145473921) | > loss_disc_real_4: 0.2981860339641571 (0.2794605032182657) | > loss_disc_real_5: 0.5709450244903564 (0.2647553252486082) | > loss_0: 3.25093674659729 (2.3889938134413495) | > loss_gen: 2.1180408000946045 (2.6689349046120276) | > loss_kl: 2.378170967102051 (2.2891190281281104) | > loss_feat: 10.087064743041992 (6.804778704276452) | > loss_mel: 16.556407928466797 (18.93930651591375) | > loss_duration: 2.287951707839966 (2.2570198407539954) | > loss_1: 33.427635192871094 (32.95915904411903) --> EVAL PERFORMANCE | > avg_loader_time: 0.002300005692702073 (+6.0943456796498565e-05) | > avg_loss_disc: 2.3889938134413495 (+0.138239048994504) | > avg_loss_disc_real_0: 0.15420100952570254 (+0.002628870308399145) | > avg_loss_disc_real_1: 0.22627788438246801 (-0.035620845854282296) | > avg_loss_disc_real_2: 0.22507715511780518 (-0.049245831484978075) | > avg_loss_disc_real_3: 0.2591773145473921 (-0.003845355258538019) | > avg_loss_disc_real_4: 0.2794605032182657 (+0.014021191172874925) | > avg_loss_disc_real_5: 0.2647553252486082 (+0.04797548428177828) | > avg_loss_0: 2.3889938134413495 (+0.138239048994504) | > avg_loss_gen: 2.6689349046120276 (-0.3756647293384261) | > avg_loss_kl: 2.2891190281281104 (-0.04060067121799271) | > avg_loss_feat: 6.804778704276452 (-1.1098556518554688) | > avg_loss_mel: 18.93930651591375 (-0.6454371305612341) | > avg_loss_duration: 2.2570198407539954 (-0.019927336619450564) | > avg_loss_1: 32.95915904411903 (-2.191485478327813)  > EPOCH: 183/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 22:58:02)   --> TIME: 2024-06-10 22:58:06 -- STEP: 9/330 -- GLOBAL_STEP: 148400 | > loss_disc: 2.2980093955993652 (2.2886176109313965) | > loss_disc_real_0: 0.10253866016864777 (0.09618813710080253) | > loss_disc_real_1: 0.21284352242946625 (0.19463822576734754) | > loss_disc_real_2: 0.21471565961837769 (0.21600115795930228) | > loss_disc_real_3: 0.24233072996139526 (0.22693624761369494) | > loss_disc_real_4: 0.1965475082397461 (0.24412989450825584) | > loss_disc_real_5: 0.19852110743522644 (0.22206007606453365) | > loss_0: 2.2980093955993652 (2.2886176109313965) | > grad_norm_0: tensor(9.1881, device='cuda:0') (tensor(7.3587, device='cuda:0')) | > loss_gen: 2.600994825363159 (2.539029677708944) | > loss_kl: 1.7493194341659546 (1.70819444126553) | > loss_feat: 6.733831405639648 (6.849672794342041) | > loss_mel: 19.847187042236328 (19.462291929456924) | > loss_duration: 2.183621406555176 (2.251963482962714) | > loss_1: 33.114952087402344 (32.81115298800998) | > grad_norm_1: tensor(88.0643, device='cuda:0') (tensor(107.2577, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3385 (0.34054885970221627) | > loader_time: 0.0035 (0.003090328640407986)  --> TIME: 2024-06-10 22:58:15 -- STEP: 34/330 -- GLOBAL_STEP: 148425 | > loss_disc: 2.2028887271881104 (2.2808919794419236) | > loss_disc_real_0: 0.10139133781194687 (0.10897037606028949) | > loss_disc_real_1: 0.17032325267791748 (0.19754317841109106) | > loss_disc_real_2: 0.24257417023181915 (0.21847224367015503) | > loss_disc_real_3: 0.24299567937850952 (0.22517633087494793) | > loss_disc_real_4: 0.20682400465011597 (0.2237559776095783) | > loss_disc_real_5: 0.22965878248214722 (0.21556729078292847) | > loss_0: 2.2028887271881104 (2.2808919794419236) | > grad_norm_0: tensor(6.9882, device='cuda:0') (tensor(6.8505, device='cuda:0')) | > loss_gen: 2.743586301803589 (2.5642306594287647) | > loss_kl: 1.7778339385986328 (1.7428122162818909) | > loss_feat: 8.228726387023926 (7.152783365810619) | > loss_mel: 19.90312385559082 (19.362736701965332) | > loss_duration: 2.122281789779663 (2.1247316318399765) | > loss_1: 34.775550842285156 (32.9472947401159) | > grad_norm_1: tensor(59.2666, device='cuda:0') (tensor(89.9506, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3459 (0.3432537457522224) | > loader_time: 0.0032 (0.0031498039469999425)  --> TIME: 2024-06-10 22:58:24 -- STEP: 59/330 -- GLOBAL_STEP: 148450 | > loss_disc: 2.4116148948669434 (2.278563604516499) | > loss_disc_real_0: 0.1446986347436905 (0.11264165680287248) | > loss_disc_real_1: 0.24903208017349243 (0.20062295764179552) | > loss_disc_real_2: 0.23264168202877045 (0.2152215959662098) | > loss_disc_real_3: 0.22824998199939728 (0.22345900333533852) | > loss_disc_real_4: 0.2112165242433548 (0.22078260905661826) | > loss_disc_real_5: 0.22507701814174652 (0.21138523973650852) | > loss_0: 2.4116148948669434 (2.278563604516499) | > grad_norm_0: tensor(16.1397, device='cuda:0') (tensor(7.4662, device='cuda:0')) | > loss_gen: 2.5654749870300293 (2.5792497861183294) | > loss_kl: 1.9899438619613647 (1.758422833378032) | > loss_feat: 7.101544380187988 (7.277762033171573) | > loss_mel: 18.717756271362305 (19.351602651305125) | > loss_duration: 2.000967264175415 (2.0894916987015026) | > loss_1: 32.37568664550781 (33.056528899629235) | > grad_norm_1: tensor(116.4535, device='cuda:0') (tensor(85.9189, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3627 (0.34951480768494686) | > loader_time: 0.0042 (0.003309104402186507)  --> TIME: 2024-06-10 22:58:34 -- STEP: 84/330 -- GLOBAL_STEP: 148475 | > loss_disc: 2.329637050628662 (2.277758677800498) | > loss_disc_real_0: 0.11248340457677841 (0.11225988955370017) | > loss_disc_real_1: 0.21912187337875366 (0.200975166367633) | > loss_disc_real_2: 0.24814827740192413 (0.21434349886008672) | > loss_disc_real_3: 0.20738664269447327 (0.22397084888957797) | > loss_disc_real_4: 0.2238997370004654 (0.21971662005498296) | > loss_disc_real_5: 0.22460147738456726 (0.21210489776872454) | > loss_0: 2.329637050628662 (2.277758677800498) | > grad_norm_0: tensor(9.8545, device='cuda:0') (tensor(8.9746, device='cuda:0')) | > loss_gen: 2.5153932571411133 (2.579048942951929) | > loss_kl: 1.801374912261963 (1.7679471047151656) | > loss_feat: 6.945378303527832 (7.304925600687663) | > loss_mel: 18.976242065429688 (19.30379869824364) | > loss_duration: 2.143862247467041 (2.074433048566184) | > loss_1: 32.38225173950195 (33.03015316100348) | > grad_norm_1: tensor(146.0599, device='cuda:0') (tensor(116.4259, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3564 (0.35589312655585154) | > loader_time: 0.0039 (0.0034587099438621884)  --> TIME: 2024-06-10 22:58:43 -- STEP: 109/330 -- GLOBAL_STEP: 148500 | > loss_disc: 2.383106231689453 (2.2845046870205397) | > loss_disc_real_0: 0.17055515944957733 (0.11423515487428106) | > loss_disc_real_1: 0.26066845655441284 (0.20213543958620195) | > loss_disc_real_2: 0.2121140956878662 (0.2144991468398943) | > loss_disc_real_3: 0.2269842028617859 (0.2241231115586167) | > loss_disc_real_4: 0.2564375698566437 (0.21949763842132114) | > loss_disc_real_5: 0.22657635807991028 (0.21239624767128482) | > loss_0: 2.383106231689453 (2.2845046870205397) | > grad_norm_0: tensor(9.7853, device='cuda:0') (tensor(10.4544, device='cuda:0')) | > loss_gen: 2.43953800201416 (2.573374251706885) | > loss_kl: 1.8235899209976196 (1.77422354636936) | > loss_feat: 6.593952655792236 (7.273734814530119) | > loss_mel: 19.18455696105957 (19.264848534120336) | > loss_duration: 2.0054333209991455 (2.0702096912838988) | > loss_1: 32.04706954956055 (32.95639067833576) | > grad_norm_1: tensor(78.7665, device='cuda:0') (tensor(148.6179, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3606 (0.3589348618043672) | > loader_time: 0.0039 (0.0036077061924365684) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_148500.pth  --> TIME: 2024-06-10 22:58:58 -- STEP: 134/330 -- GLOBAL_STEP: 148525 | > loss_disc: 2.2892892360687256 (2.2891624810090723) | > loss_disc_real_0: 0.09449651837348938 (0.11507472451498259) | > loss_disc_real_1: 0.16148002445697784 (0.2016887215536032) | > loss_disc_real_2: 0.19730785489082336 (0.2142347874703692) | > loss_disc_real_3: 0.19310764968395233 (0.22374230178434457) | > loss_disc_real_4: 0.21100258827209473 (0.22000802919935825) | > loss_disc_real_5: 0.20111083984375 (0.21281584107608936) | > loss_0: 2.2892892360687256 (2.2891624810090723) | > grad_norm_0: tensor(18.2578, device='cuda:0') (tensor(10.9733, device='cuda:0')) | > loss_gen: 2.5594701766967773 (2.574370832585577) | > loss_kl: 1.9360398054122925 (1.7764743415277395) | > loss_feat: 7.959746837615967 (7.290921164982355) | > loss_mel: 20.16468048095703 (19.28285156079193) | > loss_duration: 2.060403823852539 (2.070461903045426) | > loss_1: 34.68034362792969 (32.99507968105487) | > grad_norm_1: tensor(306.4728, device='cuda:0') (tensor(157.3626, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3687 (0.36207839268357006) | > loader_time: 0.0041 (0.0037328218346211446)  --> TIME: 2024-06-10 22:59:07 -- STEP: 159/330 -- GLOBAL_STEP: 148550 | > loss_disc: 2.288095235824585 (2.2905042621324645) | > loss_disc_real_0: 0.1477801501750946 (0.11662543415086074) | > loss_disc_real_1: 0.16823671758174896 (0.20197185161728534) | > loss_disc_real_2: 0.2063274085521698 (0.21427337703464916) | > loss_disc_real_3: 0.24281848967075348 (0.2237030359559089) | > loss_disc_real_4: 0.21997947990894318 (0.21879125672316402) | > loss_disc_real_5: 0.2055644690990448 (0.2120083543302128) | > loss_0: 2.288095235824585 (2.2905042621324645) | > grad_norm_0: tensor(9.0839, device='cuda:0') (tensor(12.8308, device='cuda:0')) | > loss_gen: 2.6805713176727295 (2.5782105637796278) | > loss_kl: 1.7701219320297241 (1.774241393467165) | > loss_feat: 7.617705821990967 (7.322929361331388) | > loss_mel: 18.96896743774414 (19.279045033005055) | > loss_duration: 2.0738909244537354 (2.071138163032771) | > loss_1: 33.11125946044922 (33.025564421647736) | > grad_norm_1: tensor(238.9130, device='cuda:0') (tensor(175.7315, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3692 (0.3634121882840523) | > loader_time: 0.0046 (0.0038299515562237436)  --> TIME: 2024-06-10 22:59:17 -- STEP: 184/330 -- GLOBAL_STEP: 148575 | > loss_disc: 2.269146680831909 (2.290072260991387) | > loss_disc_real_0: 0.08614325523376465 (0.11648030992111434) | > loss_disc_real_1: 0.21563784778118134 (0.20115401935966123) | > loss_disc_real_2: 0.25216442346572876 (0.21410004025244195) | > loss_disc_real_3: 0.2235213816165924 (0.22384200836329357) | > loss_disc_real_4: 0.23513783514499664 (0.21874506974025912) | > loss_disc_real_5: 0.22220776975154877 (0.2119608424280001) | > loss_0: 2.269146680831909 (2.290072260991387) | > grad_norm_0: tensor(13.3591, device='cuda:0') (tensor(14.8323, device='cuda:0')) | > loss_gen: 2.864877700805664 (2.5815251378909414) | > loss_kl: 1.664828896522522 (1.771375735816748) | > loss_feat: 7.606044769287109 (7.353356294009997) | > loss_mel: 19.01167869567871 (19.258008407509852) | > loss_duration: 2.0959887504577637 (2.0763470854448234) | > loss_1: 33.2434196472168 (33.04061266650325) | > grad_norm_1: tensor(317.0640, device='cuda:0') (tensor(188.0258, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3719 (0.3654762091843979) | > loader_time: 0.0045 (0.0039769190809001076)  --> TIME: 2024-06-10 22:59:27 -- STEP: 209/330 -- GLOBAL_STEP: 148600 | > loss_disc: 2.2830970287323 (2.2875469769016985) | > loss_disc_real_0: 0.11874924600124359 (0.11612797475032259) | > loss_disc_real_1: 0.19540812075138092 (0.2007896610709469) | > loss_disc_real_2: 0.2243747115135193 (0.21438207024592532) | > loss_disc_real_3: 0.215534970164299 (0.2236767898906361) | > loss_disc_real_4: 0.18869628012180328 (0.2179107838555386) | > loss_disc_real_5: 0.19686590135097504 (0.2114078168663682) | > loss_0: 2.2830970287323 (2.2875469769016985) | > grad_norm_0: tensor(37.0947, device='cuda:0') (tensor(16.3507, device='cuda:0')) | > loss_gen: 2.5429892539978027 (2.5862201845817037) | > loss_kl: 1.7642676830291748 (1.7738653872001682) | > loss_feat: 6.936039924621582 (7.389179558274849) | > loss_mel: 18.805225372314453 (19.248431046043308) | > loss_duration: 2.1417152881622314 (2.082190927706267) | > loss_1: 32.19023895263672 (33.07988715285891) | > grad_norm_1: tensor(333.5577, device='cuda:0') (tensor(210.3627, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.3909 (0.36888676282891825) | > loader_time: 0.0057 (0.004126259014366914)  --> TIME: 2024-06-10 22:59:37 -- STEP: 234/330 -- GLOBAL_STEP: 148625 | > loss_disc: 2.370321750640869 (2.2850731550118883) | > loss_disc_real_0: 0.12142463028430939 (0.11571605344358672) | > loss_disc_real_1: 0.19680792093276978 (0.20005923573277956) | > loss_disc_real_2: 0.2381950318813324 (0.21400871401668614) | > loss_disc_real_3: 0.24545830488204956 (0.22345718658632702) | > loss_disc_real_4: 0.25885313749313354 (0.21777658597526386) | > loss_disc_real_5: 0.19932371377944946 (0.21097119744771567) | > loss_0: 2.370321750640869 (2.2850731550118883) | > grad_norm_0: tensor(42.9979, device='cuda:0') (tensor(18.4696, device='cuda:0')) | > loss_gen: 2.5886106491088867 (2.5883189317507638) | > loss_kl: 1.6751141548156738 (1.7715763429291225) | > loss_feat: 7.53678560256958 (7.4118778135022545) | > loss_mel: 18.105073928833008 (19.22015441177239) | > loss_duration: 2.1586179733276367 (2.089020514080669) | > loss_1: 32.064205169677734 (33.08094807975314) | > grad_norm_1: tensor(485.3846, device='cuda:0') (tensor(230.8230, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.4118 (0.3728901341430143) | > loader_time: 0.0056 (0.00426073053963164)  --> TIME: 2024-06-10 22:59:48 -- STEP: 259/330 -- GLOBAL_STEP: 148650 | > loss_disc: 2.3068947792053223 (2.2827476065131247) | > loss_disc_real_0: 0.12058797478675842 (0.11600462929795147) | > loss_disc_real_1: 0.22427864372730255 (0.200284057084658) | > loss_disc_real_2: 0.27479130029678345 (0.213859487281803) | > loss_disc_real_3: 0.22252769768238068 (0.2232809585724098) | > loss_disc_real_4: 0.18724296987056732 (0.21763628692470463) | > loss_disc_real_5: 0.20141024887561798 (0.21070875284984766) | > loss_0: 2.3068947792053223 (2.2827476065131247) | > grad_norm_0: tensor(18.1675, device='cuda:0') (tensor(20.5028, device='cuda:0')) | > loss_gen: 2.705310106277466 (2.5967781405651444) | > loss_kl: 1.885153889656067 (1.767745713929872) | > loss_feat: 7.6286940574646 (7.444740054229972) | > loss_mel: 19.22964096069336 (19.18784131966964) | > loss_duration: 2.1753487586975098 (2.0952802017388668) | > loss_1: 33.624149322509766 (33.09238550929951) | > grad_norm_1: tensor(400.2488, device='cuda:0') (tensor(244.0392, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.4194 (0.3772600746523) | > loader_time: 0.0069 (0.004398874334386877)  --> TIME: 2024-06-10 22:59:59 -- STEP: 284/330 -- GLOBAL_STEP: 148675 | > loss_disc: 2.20864200592041 (2.285395446797493) | > loss_disc_real_0: 0.1045350432395935 (0.11577353600255201) | > loss_disc_real_1: 0.2382611781358719 (0.20021084360253646) | > loss_disc_real_2: 0.21227703988552094 (0.21425641516984356) | > loss_disc_real_3: 0.20390397310256958 (0.22375962206385505) | > loss_disc_real_4: 0.21141603589057922 (0.2182459473400049) | > loss_disc_real_5: 0.21262119710445404 (0.21127832901309923) | > loss_0: 2.20864200592041 (2.285395446797493) | > grad_norm_0: tensor(23.7402, device='cuda:0') (tensor(20.6354, device='cuda:0')) | > loss_gen: 2.680591106414795 (2.59740178349992) | > loss_kl: 1.812917947769165 (1.7677715403932917) | > loss_feat: 8.268342018127441 (7.45172056177972) | > loss_mel: 19.4599552154541 (19.150375822900063) | > loss_duration: 2.2011146545410156 (2.1033747867799155) | > loss_1: 34.42292022705078 (33.070644526414476) | > grad_norm_1: tensor(390.3786, device='cuda:0') (tensor(253.7262, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.4557 (0.38268917798995983) | > loader_time: 0.0069 (0.0045766872419437865)  --> TIME: 2024-06-10 23:00:12 -- STEP: 309/330 -- GLOBAL_STEP: 148700 | > loss_disc: 2.441368818283081 (2.285246888410699) | > loss_disc_real_0: 0.08901827037334442 (0.11607138921045562) | > loss_disc_real_1: 0.19194534420967102 (0.20018141039173976) | > loss_disc_real_2: 0.23106426000595093 (0.21456132250503437) | > loss_disc_real_3: 0.21076595783233643 (0.22364367472315297) | > loss_disc_real_4: 0.21433807909488678 (0.21771984255622506) | > loss_disc_real_5: 0.22299204766750336 (0.21108616223034354) | > loss_0: 2.441368818283081 (2.285246888410699) | > grad_norm_0: tensor(12.4404, device='cuda:0') (tensor(21.1116, device='cuda:0')) | > loss_gen: 2.4903597831726074 (2.5948159177712258) | > loss_kl: 1.7256547212600708 (1.7675360032269867) | > loss_feat: 6.617001533508301 (7.470583861699768) | > loss_mel: 18.37377166748047 (19.10278030815249) | > loss_duration: 2.2781035900115967 (2.1136842429830813) | > loss_1: 31.48488998413086 (33.04940034810781) | > grad_norm_1: tensor(118.3933, device='cuda:0') (tensor(259.3761, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.4944 (0.39046533208063133) | > loader_time: 0.0071 (0.004771393865443353)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3886938095092773 (2.3886938095092773) | > loss_disc_real_0: 0.0729234367609024 (0.0729234367609024) | > loss_disc_real_1: 0.264984130859375 (0.264984130859375) | > loss_disc_real_2: 0.2861897349357605 (0.2861897349357605) | > loss_disc_real_3: 0.34296083450317383 (0.34296083450317383) | > loss_disc_real_4: 0.18909324705600739 (0.18909324705600739) | > loss_disc_real_5: 0.1537172794342041 (0.1537172794342041) | > loss_0: 2.3886938095092773 (2.3886938095092773) | > loss_gen: 2.4055888652801514 (2.4055888652801514) | > loss_kl: 1.997265338897705 (1.997265338897705) | > loss_feat: 6.916670799255371 (6.916670799255371) | > loss_mel: 18.381410598754883 (18.381410598754883) | > loss_duration: 2.7633588314056396 (2.7633588314056396) | > loss_1: 32.46429443359375 (32.46429443359375)  --> STEP: 1 | > loss_disc: 2.2560505867004395 (2.2560505867004395) | > loss_disc_real_0: 0.06174999102950096 (0.06174999102950096) | > loss_disc_real_1: 0.2800362706184387 (0.2800362706184387) | > loss_disc_real_2: 0.24280697107315063 (0.24280697107315063) | > loss_disc_real_3: 0.29771581292152405 (0.29771581292152405) | > loss_disc_real_4: 0.21269278228282928 (0.21269278228282928) | > loss_disc_real_5: 0.27345141768455505 (0.27345141768455505) | > loss_0: 2.2560505867004395 (2.2560505867004395) | > loss_gen: 2.6524910926818848 (2.6524910926818848) | > loss_kl: 2.314113140106201 (2.314113140106201) | > loss_feat: 5.283496856689453 (5.283496856689453) | > loss_mel: 20.79387855529785 (20.79387855529785) | > loss_duration: 2.3377485275268555 (2.3377485275268555) | > loss_1: 33.38172912597656 (33.38172912597656)  --> STEP: 2 | > loss_disc: 2.033992290496826 (2.145021438598633) | > loss_disc_real_0: 0.10103307664394379 (0.08139153383672237) | > loss_disc_real_1: 0.2106677144765854 (0.24535199254751205) | > loss_disc_real_2: 0.29670250415802 (0.2697547376155853) | > loss_disc_real_3: 0.2938360869884491 (0.2957759499549866) | > loss_disc_real_4: 0.162836953997612 (0.18776486814022064) | > loss_disc_real_5: 0.2104654759168625 (0.24195844680070877) | > loss_0: 2.033992290496826 (2.145021438598633) | > loss_gen: 3.1637673377990723 (2.9081292152404785) | > loss_kl: 2.921762704849243 (2.617937922477722) | > loss_feat: 7.9751386642456055 (6.629317760467529) | > loss_mel: 18.82201385498047 (19.80794620513916) | > loss_duration: 2.3775362968444824 (2.357642412185669) | > loss_1: 35.26021957397461 (34.320974349975586)  --> STEP: 3 | > loss_disc: 2.0874176025390625 (2.1258201599121094) | > loss_disc_real_0: 0.10464756935834885 (0.08914354567726453) | > loss_disc_real_1: 0.22243134677410126 (0.23771177728970846) | > loss_disc_real_2: 0.2498517632484436 (0.2631204128265381) | > loss_disc_real_3: 0.2973199188709259 (0.2962906062602997) | > loss_disc_real_4: 0.2689310312271118 (0.21482025583585104) | > loss_disc_real_5: 0.22110073268413544 (0.23500587542851767) | > loss_0: 2.0874176025390625 (2.1258201599121094) | > loss_gen: 3.124312162399292 (2.9801901976267495) | > loss_kl: 2.1037650108337402 (2.446546951929728) | > loss_feat: 7.410007953643799 (6.889547824859619) | > loss_mel: 18.46678352355957 (19.360891977945965) | > loss_duration: 2.203425407409668 (2.306236743927002) | > loss_1: 33.308292388916016 (33.98341369628906)  --> STEP: 4 | > loss_disc: 2.2390615940093994 (2.154130518436432) | > loss_disc_real_0: 0.07213115692138672 (0.08489044848829508) | > loss_disc_real_1: 0.23534955084323883 (0.23712122067809105) | > loss_disc_real_2: 0.2124052196741104 (0.25044161453843117) | > loss_disc_real_3: 0.234268918633461 (0.28078518435359) | > loss_disc_real_4: 0.1667253077030182 (0.20279651880264282) | > loss_disc_real_5: 0.19595713913440704 (0.22524369135499) | > loss_0: 2.2390615940093994 (2.154130518436432) | > loss_gen: 2.4319980144500732 (2.8431421518325806) | > loss_kl: 2.1951966285705566 (2.3837093710899353) | > loss_feat: 8.648815155029297 (7.329364657402039) | > loss_mel: 19.818830490112305 (19.47537660598755) | > loss_duration: 2.2097437381744385 (2.282113492488861) | > loss_1: 35.30458450317383 (34.313706398010254)  --> STEP: 5 | > loss_disc: 2.3289434909820557 (2.1890931129455566) | > loss_disc_real_0: 0.11520221829414368 (0.0909528024494648) | > loss_disc_real_1: 0.2065105140209198 (0.2309990793466568) | > loss_disc_real_2: 0.2450830489397049 (0.24936990141868592) | > loss_disc_real_3: 0.274411678314209 (0.2795104831457138) | > loss_disc_real_4: 0.22538192570209503 (0.20731360018253325) | > loss_disc_real_5: 0.23444081842899323 (0.22708311676979065) | > loss_0: 2.3289434909820557 (2.1890931129455566) | > loss_gen: 2.459230422973633 (2.766359806060791) | > loss_kl: 1.9614067077636719 (2.2992488384246825) | > loss_feat: 6.227622985839844 (7.1090163230896) | > loss_mel: 20.34061622619629 (19.648424530029295) | > loss_duration: 2.355185031890869 (2.2967278003692626) | > loss_1: 33.34406280517578 (34.11977767944336)  --> STEP: 6 | > loss_disc: 2.084667682647705 (2.1716888745625815) | > loss_disc_real_0: 0.0654243677854538 (0.0866980633387963) | > loss_disc_real_1: 0.25968244671821594 (0.23577964057525) | > loss_disc_real_2: 0.23007020354270935 (0.24615328510602316) | > loss_disc_real_3: 0.3041611611843109 (0.28361892948548) | > loss_disc_real_4: 0.22616533935070038 (0.21045555671056113) | > loss_disc_real_5: 0.2073570340871811 (0.22379543632268906) | > loss_0: 2.084667682647705 (2.1716888745625815) | > loss_gen: 3.264155864715576 (2.8493258158365884) | > loss_kl: 1.9532641172409058 (2.2415847182273865) | > loss_feat: 7.354272842407227 (7.149892409642537) | > loss_mel: 20.11016845703125 (19.72538185119629) | > loss_duration: 2.076813220977783 (2.2600753704706826) | > loss_1: 34.75867462158203 (34.22626050313314)  --> STEP: 7 | > loss_disc: 2.615581512451172 (2.235102108546666) | > loss_disc_real_0: 0.12813356518745422 (0.09261742074574743) | > loss_disc_real_1: 0.34063559770584106 (0.2507590630224773) | > loss_disc_real_2: 0.2982133626937866 (0.25359043904713224) | > loss_disc_real_3: 0.36204516887664795 (0.29482267796993256) | > loss_disc_real_4: 0.3274296820163727 (0.22716614603996277) | > loss_disc_real_5: 0.34776559472084045 (0.2415054589509964) | > loss_0: 2.615581512451172 (2.235102108546666) | > loss_gen: 2.769085168838501 (2.837862866265433) | > loss_kl: 2.377401113510132 (2.2609870604106357) | > loss_feat: 4.796205520629883 (6.813651425497873) | > loss_mel: 18.467151641845703 (19.54563467843192) | > loss_duration: 2.4438705444335938 (2.286331823893956) | > loss_1: 30.853713989257812 (33.74446814400809)  --> STEP: 8 | > loss_disc: 2.1620898246765137 (2.2259755730628967) | > loss_disc_real_0: 0.05851058289408684 (0.08835406601428986) | > loss_disc_real_1: 0.186891108751297 (0.24277556873857975) | > loss_disc_real_2: 0.18792186677455902 (0.2453818675130606) | > loss_disc_real_3: 0.16390109062194824 (0.2784574795514345) | > loss_disc_real_4: 0.15153251588344574 (0.21771194227039814) | > loss_disc_real_5: 0.17995283007621765 (0.23381138034164906) | > loss_0: 2.1620898246765137 (2.2259755730628967) | > loss_gen: 2.317356824874878 (2.7727996110916138) | > loss_kl: 2.2718446254730225 (2.262344256043434) | > loss_feat: 11.799470901489258 (7.436878859996796) | > loss_mel: 22.671932220458984 (19.936421871185303) | > loss_duration: 2.136969566345215 (2.267661541700363) | > loss_1: 41.197574615478516 (34.676106452941895)  --> STEP: 9 | > loss_disc: 2.0969462394714355 (2.211638980441623) | > loss_disc_real_0: 0.13680413365364075 (0.09373740686310662) | > loss_disc_real_1: 0.24379177391529083 (0.24288848042488098) | > loss_disc_real_2: 0.25222569704055786 (0.24614229301611582) | > loss_disc_real_3: 0.2585274279117584 (0.27624302936924827) | > loss_disc_real_4: 0.15105493366718292 (0.210305607981152) | > loss_disc_real_5: 0.1996048390865326 (0.230010653535525) | > loss_0: 2.0969462394714355 (2.211638980441623) | > loss_gen: 2.865126371383667 (2.783058140012953) | > loss_kl: 2.346137046813965 (2.271654566129049) | > loss_feat: 12.526650428771973 (8.002409034305149) | > loss_mel: 20.757083892822266 (20.027606540256077) | > loss_duration: 2.053524971008301 (2.243868589401245) | > loss_1: 40.54852294921875 (35.328597174750435)  --> STEP: 10 | > loss_disc: 2.491342544555664 (2.2396093368530274) | > loss_disc_real_0: 0.14769762754440308 (0.09913342893123626) | > loss_disc_real_1: 0.2744956910610199 (0.24604920148849488) | > loss_disc_real_2: 0.266777902841568 (0.24820585399866105) | > loss_disc_real_3: 0.29618799686431885 (0.27823752611875535) | > loss_disc_real_4: 0.25705716013908386 (0.2149807631969452) | > loss_disc_real_5: 0.3121872544288635 (0.23822831362485886) | > loss_0: 2.491342544555664 (2.2396093368530274) | > loss_gen: 2.981595516204834 (2.802911877632141) | > loss_kl: 2.0534486770629883 (2.2498339772224427) | > loss_feat: 6.644244194030762 (7.86659255027771) | > loss_mel: 17.6564884185791 (19.79049472808838) | > loss_duration: 2.2484045028686523 (2.244322180747986) | > loss_1: 31.584182739257812 (34.95415573120117)  --> STEP: 11 | > loss_disc: 2.3547897338867188 (2.250080282037908) | > loss_disc_real_0: 0.06108801066875458 (0.09567475454373793) | > loss_disc_real_1: 0.16474032402038574 (0.2386574853550304) | > loss_disc_real_2: 0.31029510498046875 (0.25385033136064356) | > loss_disc_real_3: 0.33384639024734497 (0.2832928774031726) | > loss_disc_real_4: 0.22280989587306976 (0.21569250253113834) | > loss_disc_real_5: 0.23597078025341034 (0.23802308331836353) | > loss_0: 2.3547897338867188 (2.250080282037908) | > loss_gen: 2.5006985664367676 (2.7754379402507436) | > loss_kl: 2.4764597415924072 (2.270436319437894) | > loss_feat: 7.433497428894043 (7.827220266515559) | > loss_mel: 17.62450408935547 (19.59358648820357) | > loss_duration: 2.4187140464782715 (2.2601759867234663) | > loss_1: 32.45387268066406 (34.72685727206144)  --> STEP: 12 | > loss_disc: 2.6746973991394043 (2.2854650417963662) | > loss_disc_real_0: 0.11866599321365356 (0.09759069109956424) | > loss_disc_real_1: 0.3580734431743622 (0.24860881517330805) | > loss_disc_real_2: 0.32071200013160706 (0.2594221370915572) | > loss_disc_real_3: 0.32955947518348694 (0.28714842721819883) | > loss_disc_real_4: 0.2726746201515198 (0.22044101233283678) | > loss_disc_real_5: 0.3050484359264374 (0.24360852936903635) | > loss_0: 2.6746973991394043 (2.2854650417963662) | > loss_gen: 2.6892480850219727 (2.7682554523150125) | > loss_kl: 1.8076119422912598 (2.231867621342341) | > loss_feat: 6.983782768249512 (7.756933808326721) | > loss_mel: 19.66565704345703 (19.599592367808025) | > loss_duration: 2.1914687156677246 (2.2544503808021545) | > loss_1: 33.3377685546875 (34.61109987894694)  --> STEP: 13 | > loss_disc: 2.621581792831421 (2.3113201764913707) | > loss_disc_real_0: 0.18164712190628052 (0.10405657039238857) | > loss_disc_real_1: 0.30490821599960327 (0.2529395383137923) | > loss_disc_real_2: 0.2572966516017914 (0.25925863820772904) | > loss_disc_real_3: 0.3859620988368988 (0.29474947888117575) | > loss_disc_real_4: 0.29973843693733215 (0.22654081422549027) | > loss_disc_real_5: 0.35759633779525757 (0.25237682232489955) | > loss_0: 2.621581792831421 (2.3113201764913707) | > loss_gen: 2.8801217079162598 (2.776860548899724) | > loss_kl: 2.0128366947174072 (2.2150190885250387) | > loss_feat: 5.662375450134277 (7.59581393461961) | > loss_mel: 17.972509384155273 (19.474432138296272) | > loss_duration: 2.1071534156799316 (2.243119845023522) | > loss_1: 30.634994506835938 (34.30524561955379)  --> STEP: 14 | > loss_disc: 2.1818737983703613 (2.3020740066255843) | > loss_disc_real_0: 0.11772866547107697 (0.10503314861229487) | > loss_disc_real_1: 0.14494340121746063 (0.2452255285211972) | > loss_disc_real_2: 0.19565479457378387 (0.25471550651959013) | > loss_disc_real_3: 0.2768057584762573 (0.2934677845665387) | > loss_disc_real_4: 0.2689836621284485 (0.2295724462185587) | > loss_disc_real_5: 0.2257862687110901 (0.2504774970667703) | > loss_0: 2.1818737983703613 (2.3020740066255843) | > loss_gen: 2.499685287475586 (2.757062315940857) | > loss_kl: 3.203287124633789 (2.285609662532807) | > loss_feat: 8.429791450500488 (7.65538375718253) | > loss_mel: 21.64292335510254 (19.62932436806815) | > loss_duration: 2.399790048599243 (2.254310573850359) | > loss_1: 38.175479888916016 (34.58169092450823)  --> STEP: 15 | > loss_disc: 2.5642266273498535 (2.3195508480072022) | > loss_disc_real_0: 0.21883170306682587 (0.11261971890926362) | > loss_disc_real_1: 0.2662726044654846 (0.246628666917483) | > loss_disc_real_2: 0.36428302526474 (0.2620200077692668) | > loss_disc_real_3: 0.2554183602333069 (0.2909311562776566) | > loss_disc_real_4: 0.23448002338409424 (0.2298996180295944) | > loss_disc_real_5: 0.3010786771774292 (0.2538509090741476) | > loss_0: 2.5642266273498535 (2.3195508480072022) | > loss_gen: 2.730652332305908 (2.7553016503651935) | > loss_kl: 2.0252606868743896 (2.268253064155579) | > loss_feat: 8.086851119995117 (7.684148248036703) | > loss_mel: 19.231313705444336 (19.602790323893228) | > loss_duration: 2.2868597507476807 (2.2564805189768475) | > loss_1: 34.360939025878906 (34.56697413126628)  --> STEP: 16 | > loss_disc: 2.3781094551086426 (2.323210760951042) | > loss_disc_real_0: 0.061464183032512665 (0.10942249791696668) | > loss_disc_real_1: 0.2983793020248413 (0.2498630816116929) | > loss_disc_real_2: 0.2669815123081207 (0.2623301018029452) | > loss_disc_real_3: 0.2821807563304901 (0.2903842562809587) | > loss_disc_real_4: 0.23563338816165924 (0.23025797866284847) | > loss_disc_real_5: 0.18473491072654724 (0.24953115917742258) | > loss_0: 2.3781094551086426 (2.323210760951042) | > loss_gen: 2.663491725921631 (2.749563530087471) | > loss_kl: 2.5115888118743896 (2.2834615483880047) | > loss_feat: 8.08212661743164 (7.709021896123886) | > loss_mel: 19.048376083374023 (19.56813943386078) | > loss_duration: 2.3182742595672607 (2.260342627763748) | > loss_1: 34.62385940551758 (34.57052946090698)  --> STEP: 17 | > loss_disc: 2.5012965202331543 (2.33368639384999) | > loss_disc_real_0: 0.10328845679759979 (0.10906167196876862) | > loss_disc_real_1: 0.27340638637542725 (0.25124798189191255) | > loss_disc_real_2: 0.3417881429195404 (0.26700410422156845) | > loss_disc_real_3: 0.36362582445144653 (0.29469258382039915) | > loss_disc_real_4: 0.2735351026058197 (0.23280369183596442) | > loss_disc_real_5: 0.30901414155960083 (0.2530301581410801) | > loss_0: 2.5012965202331543 (2.33368639384999) | > loss_gen: 2.744264602661133 (2.749251828474157) | > loss_kl: 1.8632347583770752 (2.2587423254461854) | > loss_feat: 5.688976287841797 (7.590195683871999) | > loss_mel: 17.955873489379883 (19.47330026065602) | > loss_duration: 2.38004469871521 (2.2673839260550106) | > loss_1: 30.63239288330078 (34.338874368106616)  --> STEP: 18 | > loss_disc: 1.8097997903823853 (2.304581582546234) | > loss_disc_real_0: 0.06382337212562561 (0.10654843308859402) | > loss_disc_real_1: 0.16578398644924164 (0.24649998214509752) | > loss_disc_real_2: 0.25418591499328613 (0.266291982597775) | > loss_disc_real_3: 0.18793542683124542 (0.2887616306543351) | > loss_disc_real_4: 0.20752659440040588 (0.23139940864510006) | > loss_disc_real_5: 0.20836128294467926 (0.25054855396350223) | > loss_0: 1.8097997903823853 (2.304581582546234) | > loss_gen: 3.3734192848205566 (2.783927798271179) | > loss_kl: 2.83894419670105 (2.2909757627381224) | > loss_feat: 12.726785659790039 (7.875561793645223) | > loss_mel: 21.310510635375977 (19.575367503696018) | > loss_duration: 2.2241740226745605 (2.264983375867208) | > loss_1: 42.47383499145508 (34.79081662495931)  --> STEP: 19 | > loss_disc: 2.5574936866760254 (2.3178927459214864) | > loss_disc_real_0: 0.1952754706144333 (0.11121827716890134) | > loss_disc_real_1: 0.25234663486480713 (0.24680770070929275) | > loss_disc_real_2: 0.3482418656349182 (0.270605134336572) | > loss_disc_real_3: 0.2698616683483124 (0.28776689579612336) | > loss_disc_real_4: 0.24274957180023193 (0.2319967856532649) | > loss_disc_real_5: 0.21989646553993225 (0.2489352861517354) | > loss_0: 2.5574936866760254 (2.3178927459214864) | > loss_gen: 2.486340045928955 (2.7682652849900093) | > loss_kl: 2.02712345123291 (2.27708879897469) | > loss_feat: 6.715175628662109 (7.81448883759348) | > loss_mel: 18.39569091796875 (19.51327926234195) | > loss_duration: 2.3222720623016357 (2.2679985698900724) | > loss_1: 31.94659996032715 (34.6411210110313)  --> STEP: 20 | > loss_disc: 2.363375186920166 (2.3201668679714205) | > loss_disc_real_0: 0.08974525332450867 (0.1101446259766817) | > loss_disc_real_1: 0.26344555616378784 (0.24763959348201753) | > loss_disc_real_2: 0.2110380381345749 (0.2676267795264722) | > loss_disc_real_3: 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(7.480277278206565) | > loss_mel: 16.619434356689453 (19.071126807819713) | > loss_duration: 2.146684408187866 (2.258796301755038) | > loss_1: 29.894092559814453 (33.84113511172208)  --> STEP: 23 | > loss_disc: 2.3636317253112793 (2.318045279254084) | > loss_disc_real_0: 0.07306389510631561 (0.10868964927351993) | > loss_disc_real_1: 0.3378537893295288 (0.2512003079704616) | > loss_disc_real_2: 0.23648129403591156 (0.2651074723057126) | > loss_disc_real_3: 0.3369869589805603 (0.29074194768200756) | > loss_disc_real_4: 0.28531938791275024 (0.23333833722964578) | > loss_disc_real_5: 0.3363177478313446 (0.2442476062670998) | > loss_0: 2.3636317253112793 (2.318045279254084) | > loss_gen: 2.9059865474700928 (2.7562583736751396) | > loss_kl: 2.206732749938965 (2.278231957684393) | > loss_feat: 5.943339824676514 (7.41345391066178) | > loss_mel: 18.81154441833496 (19.05984061697255) | > loss_duration: 2.2583723068237305 (2.2587778671928076) | > loss_1: 32.1259765625 (33.766563000886336)  --> STEP: 24 | > loss_disc: 2.3334293365478516 (2.3186862816413245) | > loss_disc_real_0: 0.05205393582582474 (0.10632982787986596) | > loss_disc_real_1: 0.26324424147605896 (0.25170213853319484) | > loss_disc_real_2: 0.21004463732242584 (0.2628131875147423) | > loss_disc_real_3: 0.28379616141319275 (0.29045253992080694) | > loss_disc_real_4: 0.26666584610939026 (0.23472698343296847) | > loss_disc_real_5: 0.2565922439098358 (0.24476196616888046) | > loss_0: 2.3334293365478516 (2.3186862816413245) | > loss_gen: 2.4396297931671143 (2.743065516153972) | > loss_kl: 2.5960159301757812 (2.291472956538201) | > loss_feat: 7.3378400802612305 (7.410303334395091) | > loss_mel: 20.059904098510742 (19.101509928703308) | > loss_duration: 2.4162378311157227 (2.265338699022929) | > loss_1: 34.84962463378906 (33.81169056892395)  --> STEP: 25 | > loss_disc: 2.5841176509857178 (2.3293035364151002) | > loss_disc_real_0: 0.16347496211528778 (0.10861563324928283) | > loss_disc_real_1: 0.22192129492759705 (0.2505109047889709) | > loss_disc_real_2: 0.3105511963367462 (0.2647227078676224) | > loss_disc_real_3: 0.353315144777298 (0.2929670441150666) | > loss_disc_real_4: 0.2964288592338562 (0.23719505846500397) | > loss_disc_real_5: 0.23728249967098236 (0.24446278750896455) | > loss_0: 2.5841176509857178 (2.3293035364151002) | > loss_gen: 2.489058256149292 (2.7329052257537847) | > loss_kl: 2.529576539993286 (2.300997099876404) | > loss_feat: 5.409669399261475 (7.330277976989746) | > loss_mel: 15.193818092346191 (18.945202255249022) | > loss_duration: 2.332366704940796 (2.268019819259644) | > loss_1: 27.95448875427246 (33.57740249633789)  --> STEP: 26 | > loss_disc: 2.0808427333831787 (2.319747351683103) | > loss_disc_real_0: 0.17547859251499176 (0.11118728552873318) | > loss_disc_real_1: 0.16444452106952667 (0.24720065926129997) | > loss_disc_real_2: 0.13948513567447662 (0.259905878167886) | > loss_disc_real_3: 0.0737958773970604 (0.2845373838566817) | > loss_disc_real_4: 0.07919956743717194 (0.23111830881008735) | > loss_disc_real_5: 0.024770069867372513 (0.23601306759967253) | > loss_0: 2.0808427333831787 (2.319747351683103) | > loss_gen: 2.259517192840576 (2.7146979937186613) | > loss_kl: 2.52846097946167 (2.3097457106296835) | > loss_feat: 17.47007942199707 (7.720270340259258) | > loss_mel: 22.080366134643555 (19.06578548137958) | > loss_duration: 2.319474458694458 (2.2699988438532905) | > loss_1: 46.65789794921875 (34.080498475294846) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023569327134352466 (+5.6927020733173444e-05) | > avg_loss_disc: 2.319747351683103 (-0.06924646175824645) | > avg_loss_disc_real_0: 0.11118728552873318 (-0.04301372399696936) | > avg_loss_disc_real_1: 0.24720065926129997 (+0.020922774878831957) | > avg_loss_disc_real_2: 0.259905878167886 (+0.034828723050080834) | > avg_loss_disc_real_3: 0.2845373838566817 (+0.02536006930928958) | > avg_loss_disc_real_4: 0.23111830881008735 (-0.04834219440817836) | > avg_loss_disc_real_5: 0.23601306759967253 (-0.02874225764893565) | > avg_loss_0: 2.319747351683103 (-0.06924646175824645) | > avg_loss_gen: 2.7146979937186613 (+0.045763089106633625) | > avg_loss_kl: 2.3097457106296835 (+0.020626682501573068) | > avg_loss_feat: 7.720270340259258 (+0.9154916359828063) | > avg_loss_mel: 19.06578548137958 (+0.12647896546583226) | > avg_loss_duration: 2.2699988438532905 (+0.012979003099295117) | > avg_loss_1: 34.080498475294846 (+1.1213394311758123)  > EPOCH: 184/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:00:43)   --> TIME: 2024-06-10 23:00:46 -- STEP: 4/330 -- GLOBAL_STEP: 148725 | > loss_disc: 2.3913283348083496 (2.3483498096466064) | > loss_disc_real_0: 0.07777053117752075 (0.10376602225005627) | > loss_disc_real_1: 0.16936059296131134 (0.20101981237530708) | > loss_disc_real_2: 0.2126304805278778 (0.1977090910077095) | > loss_disc_real_3: 0.22746257483959198 (0.25543490424752235) | > loss_disc_real_4: 0.21737129986286163 (0.21728652715682983) | > loss_disc_real_5: 0.25710052251815796 (0.2326044850051403) | > loss_0: 2.3913283348083496 (2.3483498096466064) | > grad_norm_0: tensor(13.3952, device='cuda:0') (tensor(9.3804, device='cuda:0')) | > loss_gen: 2.4494788646698 (2.4469974637031555) | > loss_kl: 1.6799203157424927 (1.7191445529460907) | > loss_feat: 7.298039436340332 (6.718970894813538) | > loss_mel: 19.875478744506836 (19.571040153503418) | > loss_duration: 2.309921979904175 (2.294626474380493) | > loss_1: 33.61283874511719 (32.75078058242798) | > grad_norm_1: tensor(88.5144, device='cuda:0') (tensor(91.9232, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3375 (0.34396594762802124) | > loader_time: 0.0027 (0.0029504895210266113)  --> TIME: 2024-06-10 23:00:54 -- STEP: 29/330 -- GLOBAL_STEP: 148750 | > loss_disc: 2.09134578704834 (2.2839977741241455) | > loss_disc_real_0: 0.08898405730724335 (0.11076606938551212) | > loss_disc_real_1: 0.19681964814662933 (0.19678591602835163) | > loss_disc_real_2: 0.17625294625759125 (0.21114515333340086) | > loss_disc_real_3: 0.18572792410850525 (0.22439948084025546) | > loss_disc_real_4: 0.21065278351306915 (0.22410235065838385) | > loss_disc_real_5: 0.1883406788110733 (0.22039675866735392) | > loss_0: 2.09134578704834 (2.2839977741241455) | > grad_norm_0: tensor(5.7855, device='cuda:0') (tensor(8.3052, device='cuda:0')) | > loss_gen: 2.8132035732269287 (2.563362203795334) | > loss_kl: 1.7277003526687622 (1.7539659533007392) | > loss_feat: 8.478371620178223 (7.218765094362456) | > loss_mel: 19.865509033203125 (19.521601644055597) | > loss_duration: 2.0873210430145264 (2.125612028713883) | > loss_1: 34.97210693359375 (33.18330725308122) | > grad_norm_1: tensor(72.5504, device='cuda:0') (tensor(95.3527, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3434 (0.3463600915053795) | > loader_time: 0.0034 (0.0032098951010868467)  --> TIME: 2024-06-10 23:01:03 -- STEP: 54/330 -- GLOBAL_STEP: 148775 | > loss_disc: 2.209542751312256 (2.2733908494313573) | > loss_disc_real_0: 0.0814795047044754 (0.11199504330202385) | > loss_disc_real_1: 0.18764039874076843 (0.19749234120051065) | > loss_disc_real_2: 0.21885555982589722 (0.21330572250816557) | > loss_disc_real_3: 0.22627757489681244 (0.22232552562598829) | > loss_disc_real_4: 0.22232499718666077 (0.21913726517447718) | > loss_disc_real_5: 0.18587824702262878 (0.21252692656384575) | > loss_0: 2.209542751312256 (2.2733908494313573) | > grad_norm_0: tensor(11.9090, device='cuda:0') (tensor(10.9445, device='cuda:0')) | > loss_gen: 2.624818801879883 (2.5701909550914057) | > loss_kl: 1.6391668319702148 (1.7423265686741582) | > loss_feat: 7.709733009338379 (7.280438643914682) | > loss_mel: 20.056121826171875 (19.46830247949671) | > loss_duration: 2.032270669937134 (2.0904766762698133) | > loss_1: 34.062110900878906 (33.15173548239248) | > grad_norm_1: tensor(165.4562, device='cuda:0') (tensor(131.4639, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3568 (0.34791319900088835) | > loader_time: 0.0031 (0.003293893955371998)  --> TIME: 2024-06-10 23:01:12 -- STEP: 79/330 -- GLOBAL_STEP: 148800 | > loss_disc: 2.2340710163116455 (2.2779059832609163) | > loss_disc_real_0: 0.10795311629772186 (0.11295915809990484) | > loss_disc_real_1: 0.15653660893440247 (0.19830811382094518) | > loss_disc_real_2: 0.17670755088329315 (0.21517182980911642) | > loss_disc_real_3: 0.23363147675991058 (0.22221352952190593) | > loss_disc_real_4: 0.20390869677066803 (0.2199049963604046) | > loss_disc_real_5: 0.20258645713329315 (0.21241827592065063) | > loss_0: 2.2340710163116455 (2.2779059832609163) | > grad_norm_0: tensor(15.4824, device='cuda:0') (tensor(11.4732, device='cuda:0')) | > loss_gen: 2.681497097015381 (2.5796253651003296) | > loss_kl: 1.6918407678604126 (1.7460957599591604) | > loss_feat: 7.6471028327941895 (7.414136952991727) | > loss_mel: 19.523714065551758 (19.477398280855976) | > loss_duration: 1.9997944831848145 (2.0748533900780015) | > loss_1: 33.543949127197266 (33.29210979123657) | > grad_norm_1: tensor(321.5919, device='cuda:0') (tensor(148.7066, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3747 (0.3511224577698526) | > loader_time: 0.0042 (0.003402426273007936)  --> TIME: 2024-06-10 23:01:22 -- STEP: 104/330 -- GLOBAL_STEP: 148825 | > loss_disc: 2.4180712699890137 (2.276581871968051) | > loss_disc_real_0: 0.11602625250816345 (0.11246859167630856) | > loss_disc_real_1: 0.17193204164505005 (0.197732340831023) | > loss_disc_real_2: 0.2076566368341446 (0.21454776178758878) | > loss_disc_real_3: 0.2485020011663437 (0.22297057838967213) | > loss_disc_real_4: 0.22366264462471008 (0.218605982282987) | > loss_disc_real_5: 0.22476984560489655 (0.21341937966644764) | > loss_0: 2.4180712699890137 (2.276581871968051) | > grad_norm_0: tensor(9.0789, device='cuda:0') (tensor(12.7233, device='cuda:0')) | > loss_gen: 2.347180128097534 (2.5790143081775074) | > loss_kl: 1.879766583442688 (1.7504848963939226) | > loss_feat: 7.497350692749023 (7.415657034287086) | > loss_mel: 18.8013973236084 (19.419789094191334) | > loss_duration: 2.092822551727295 (2.070476944629962) | > loss_1: 32.61851501464844 (33.23542224443876) | > grad_norm_1: tensor(240.3322, device='cuda:0') (tensor(158.8792, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3775 (0.354525632583178) | > loader_time: 0.0039 (0.003517552064015315)  --> TIME: 2024-06-10 23:01:31 -- STEP: 129/330 -- GLOBAL_STEP: 148850 | > loss_disc: 2.2716894149780273 (2.273109949836436) | > loss_disc_real_0: 0.14753708243370056 (0.11238672330166942) | > loss_disc_real_1: 0.20752179622650146 (0.19702042835627415) | > loss_disc_real_2: 0.24759691953659058 (0.2144479074681452) | > loss_disc_real_3: 0.21638751029968262 (0.22249319225318673) | > loss_disc_real_4: 0.23577849566936493 (0.21902539286502573) | > loss_disc_real_5: 0.23404338955879211 (0.2128515323234159) | > loss_0: 2.2716894149780273 (2.273109949836436) | > grad_norm_0: tensor(41.3761, device='cuda:0') (tensor(13.0534, device='cuda:0')) | > loss_gen: 2.8239364624023438 (2.5816170781157735) | > loss_kl: 1.6265631914138794 (1.7558392203131388) | > loss_feat: 7.15251350402832 (7.417399868484615) | > loss_mel: 19.38934898376465 (19.37302701787431) | > loss_duration: 2.0404610633850098 (2.0691918938658964) | > loss_1: 33.0328254699707 (33.197075097135794) | > grad_norm_1: tensor(292.8839, device='cuda:0') (tensor(162.5355, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3711 (0.3569254302239233) | > loader_time: 0.005 (0.0036342920258987783)  --> TIME: 2024-06-10 23:01:41 -- STEP: 154/330 -- GLOBAL_STEP: 148875 | > loss_disc: 2.357473373413086 (2.274682255534383) | > loss_disc_real_0: 0.12712466716766357 (0.11284642831071633) | > loss_disc_real_1: 0.2122012823820114 (0.19730537800819842) | > loss_disc_real_2: 0.24657775461673737 (0.2135989224755919) | > loss_disc_real_3: 0.2106924206018448 (0.22373614876301257) | > loss_disc_real_4: 0.20270444452762604 (0.2186946485723768) | > loss_disc_real_5: 0.21078088879585266 (0.21231904829090292) | > loss_0: 2.357473373413086 (2.274682255534383) | > grad_norm_0: tensor(9.4947, device='cuda:0') (tensor(13.4970, device='cuda:0')) | > loss_gen: 2.5684680938720703 (2.5830995525632576) | > loss_kl: 1.7574079036712646 (1.7531945519633108) | > loss_feat: 7.379482269287109 (7.437680603621842) | > loss_mel: 18.55624771118164 (19.376235293103505) | > loss_duration: 2.0725598335266113 (2.069524678316984) | > loss_1: 32.33416748046875 (33.219734724465894) | > grad_norm_1: tensor(193.8144, device='cuda:0') (tensor(173.1451, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3687 (0.3597344113634778) | > loader_time: 0.0044 (0.0037384126093480494)  --> TIME: 2024-06-10 23:01:50 -- STEP: 179/330 -- GLOBAL_STEP: 148900 | > loss_disc: 2.2927515506744385 (2.2775488898740797) | > loss_disc_real_0: 0.1295727789402008 (0.11382827354210051) | > loss_disc_real_1: 0.20602141320705414 (0.19783092927000376) | > loss_disc_real_2: 0.19853575527668 (0.21374981862872672) | > loss_disc_real_3: 0.23334373533725739 (0.22403382946992054) | > loss_disc_real_4: 0.2006954699754715 (0.21851062658112808) | > loss_disc_real_5: 0.19960947334766388 (0.2119142112618718) | > loss_0: 2.2927515506744385 (2.2775488898740797) | > grad_norm_0: tensor(22.8543, device='cuda:0') (tensor(14.1762, device='cuda:0')) | > loss_gen: 2.5706746578216553 (2.581350390471559) | > loss_kl: 1.7055809497833252 (1.7526806879309969) | > loss_feat: 7.307510852813721 (7.444999553637798) | > loss_mel: 18.80278778076172 (19.348465104342825) | > loss_duration: 2.1081089973449707 (2.0740817032712804) | > loss_1: 32.49466323852539 (33.20157741567941) | > grad_norm_1: tensor(498.6589, device='cuda:0') (tensor(180.9093, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.3771 (0.36271775368205644) | > loader_time: 0.0046 (0.0038702661098714646)  --> TIME: 2024-06-10 23:02:00 -- STEP: 204/330 -- GLOBAL_STEP: 148925 | > loss_disc: 2.2834951877593994 (2.2795577014193813) | > loss_disc_real_0: 0.11167965829372406 (0.11441635490194257) | > loss_disc_real_1: 0.2100125551223755 (0.19904739606906385) | > loss_disc_real_2: 0.21602706611156464 (0.21393217979108586) | > loss_disc_real_3: 0.22565403580665588 (0.22421676431800805) | > loss_disc_real_4: 0.1871652454137802 (0.21822617801965452) | > loss_disc_real_5: 0.19909276068210602 (0.21152027499149828) | > loss_0: 2.2834951877593994 (2.2795577014193813) | > grad_norm_0: tensor(22.9029, device='cuda:0') (tensor(15.4814, device='cuda:0')) | > loss_gen: 2.5038576126098633 (2.5878630420740913) | > loss_kl: 1.8180490732192993 (1.7496898536588632) | > loss_feat: 7.637873649597168 (7.46302312261918) | > loss_mel: 18.733850479125977 (19.317705397512388) | > loss_duration: 2.0665769577026367 (2.0796606622490237) | > loss_1: 32.76020812988281 (33.19794204188328) | > grad_norm_1: tensor(381.8168, device='cuda:0') (tensor(196.6911, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.4086 (0.36654869247885297) | > loader_time: 0.0054 (0.004012091487061744)  --> TIME: 2024-06-10 23:02:11 -- STEP: 229/330 -- GLOBAL_STEP: 148950 | > loss_disc: 2.2297351360321045 (2.2759155831482722) | > loss_disc_real_0: 0.0879860371351242 (0.11335120376150683) | > loss_disc_real_1: 0.25670912861824036 (0.19883367380200515) | > loss_disc_real_2: 0.1989203542470932 (0.21396649742751142) | > loss_disc_real_3: 0.18536174297332764 (0.22413843089316088) | > loss_disc_real_4: 0.16673144698143005 (0.2171065875015925) | > loss_disc_real_5: 0.17835231125354767 (0.21144127683087727) | > loss_0: 2.2297351360321045 (2.2759155831482722) | > grad_norm_0: tensor(31.7993, device='cuda:0') (tensor(17.3044, device='cuda:0')) | > loss_gen: 2.70528507232666 (2.5992045860623687) | > loss_kl: 1.7324118614196777 (1.7470128645542928) | > loss_feat: 7.558829307556152 (7.495172663026501) | > loss_mel: 19.24479866027832 (19.29861291110775) | > loss_duration: 2.1670968532562256 (2.086793251953794) | > loss_1: 33.40842056274414 (33.2267962709785) | > grad_norm_1: tensor(355.4686, device='cuda:0') (tensor(207.4685, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.4087 (0.37063650064593306) | > loader_time: 0.005 (0.004164832127666889)  --> TIME: 2024-06-10 23:02:22 -- STEP: 254/330 -- GLOBAL_STEP: 148975 | > loss_disc: 2.292520046234131 (2.279724107013912) | > loss_disc_real_0: 0.10082028806209564 (0.11377518585934415) | > loss_disc_real_1: 0.2934550642967224 (0.19923901939251293) | > loss_disc_real_2: 0.25009313225746155 (0.21410502522714495) | > loss_disc_real_3: 0.24103616178035736 (0.22403140800205742) | > loss_disc_real_4: 0.24227426946163177 (0.21839779791400188) | > loss_disc_real_5: 0.2116544544696808 (0.2113653264763787) | > loss_0: 2.292520046234131 (2.279724107013912) | > grad_norm_0: tensor(15.2703, device='cuda:0') (tensor(18.0958, device='cuda:0')) | > loss_gen: 2.52852725982666 (2.598097974859823) | > loss_kl: 1.8065853118896484 (1.7471545915904008) | > loss_feat: 6.8879899978637695 (7.488216664847426) | > loss_mel: 19.55011558532715 (19.259150625213856) | > loss_duration: 2.1023120880126953 (2.0923891574379043) | > loss_1: 32.875526428222656 (33.185008950120825) | > grad_norm_1: tensor(428.6697, device='cuda:0') (tensor(221.1317, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.4398 (0.37627129291924893) | > loader_time: 0.0053 (0.004317705086835724)  --> TIME: 2024-06-10 23:02:33 -- STEP: 279/330 -- GLOBAL_STEP: 149000 | > loss_disc: 2.318380355834961 (2.277844629834629) | > loss_disc_real_0: 0.0880550891160965 (0.11359039921059833) | > loss_disc_real_1: 0.20978233218193054 (0.19900953208887448) | > loss_disc_real_2: 0.25231415033340454 (0.21360192744321727) | > loss_disc_real_3: 0.23826518654823303 (0.22391498019404735) | > loss_disc_real_4: 0.24888008832931519 (0.21862323069444267) | > loss_disc_real_5: 0.2365662306547165 (0.21154749361417635) | > loss_0: 2.318380355834961 (2.277844629834629) | > grad_norm_0: tensor(38.3107, device='cuda:0') (tensor(18.9081, device='cuda:0')) | > loss_gen: 2.6667795181274414 (2.5988488402417906) | > loss_kl: 1.800743579864502 (1.7482993406206904) | > loss_feat: 7.379339694976807 (7.506241583055066) | > loss_mel: 18.543506622314453 (19.21298899360027) | > loss_duration: 2.163510322570801 (2.1002929150844585) | > loss_1: 32.55387878417969 (33.16667158202032) | > grad_norm_1: tensor(485.5579, device='cuda:0') (tensor(232.2749, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.4455 (0.3821081798990994) | > loader_time: 0.0062 (0.0044722582704277425) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_149000.pth  --> TIME: 2024-06-10 23:02:50 -- STEP: 304/330 -- GLOBAL_STEP: 149025 | > loss_disc: 2.2063546180725098 (2.278358818669068) | > loss_disc_real_0: 0.05840953439474106 (0.11469900992846019) | > loss_disc_real_1: 0.21330681443214417 (0.19908721142105373) | > loss_disc_real_2: 0.182516947388649 (0.21398869965617603) | > loss_disc_real_3: 0.2104203850030899 (0.2235403382464459) | > loss_disc_real_4: 0.18373773992061615 (0.21834296404727196) | > loss_disc_real_5: 0.20128273963928223 (0.21134846030097268) | > loss_0: 2.2063546180725098 (2.278358818669068) | > grad_norm_0: tensor(13.5883, device='cuda:0') (tensor(20.6652, device='cuda:0')) | > loss_gen: 2.7452900409698486 (2.600741395040562) | > loss_kl: 1.8246244192123413 (1.7474185298932223) | > loss_feat: 8.839533805847168 (7.531199155669463) | > loss_mel: 19.229270935058594 (19.1694104232286) | > loss_duration: 2.2399189472198486 (2.1100237283267496) | > loss_1: 34.87863540649414 (33.1587931356932) | > grad_norm_1: tensor(244.1978, device='cuda:0') (tensor(242.6248, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.4669 (0.3891494376094717) | > loader_time: 0.007 (0.00466642018995787)  --> TIME: 2024-06-10 23:03:19 -- STEP: 329/330 -- GLOBAL_STEP: 149050 | > loss_disc: 2.498351573944092 (2.283606421983712) | > loss_disc_real_0: 0.22970280051231384 (0.11596037363661821) | > loss_disc_real_1: 0.18306294083595276 (0.19999402874690064) | > loss_disc_real_2: 0.2882108688354492 (0.2146494088745408) | > loss_disc_real_3: 0.2333182543516159 (0.22396049886307817) | > loss_disc_real_4: 0.19442054629325867 (0.21870477429639243) | > loss_disc_real_5: 0.24721920490264893 (0.2118595448580195) | > loss_0: 2.498351573944092 (2.283606421983712) | > grad_norm_0: tensor(12.6704, device='cuda:0') (tensor(21.4646, device='cuda:0')) | > loss_gen: 2.3155288696289062 (2.6020597520207915) | > loss_kl: 2.069333553314209 (1.7569576233715993) | > loss_feat: 10.857751846313477 (7.63929712011459) | > loss_mel: 17.403244018554688 (19.141435513018106) | > loss_duration: 2.2720649242401123 (2.123255587638695) | > loss_1: 34.91792297363281 (33.26300550884028) | > grad_norm_1: tensor(241.9082, device='cuda:0') (tensor(251.2741, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 15.1123 (0.44706012702640413) | > loader_time: 0.034 (0.00511101386467374)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5558152198791504 (2.5558152198791504) | > loss_disc_real_0: 0.12130267173051834 (0.12130267173051834) | > loss_disc_real_1: 0.2856612801551819 (0.2856612801551819) | > loss_disc_real_2: 0.2390022575855255 (0.2390022575855255) | > loss_disc_real_3: 0.23447491228580475 (0.23447491228580475) | > loss_disc_real_4: 0.22592051327228546 (0.22592051327228546) | > loss_disc_real_5: 0.2581068277359009 (0.2581068277359009) | > loss_0: 2.5558152198791504 (2.5558152198791504) | > loss_gen: 2.2241692543029785 (2.2241692543029785) | > loss_kl: 1.4320616722106934 (1.4320616722106934) | > loss_feat: 4.816875457763672 (4.816875457763672) | > loss_mel: 16.63127899169922 (16.63127899169922) | > loss_duration: 2.855903387069702 (2.855903387069702) | > loss_1: 27.960289001464844 (27.960289001464844)  --> STEP: 1 | > loss_disc: 2.305540084838867 (2.305540084838867) | > loss_disc_real_0: 0.04530235379934311 (0.04530235379934311) | > loss_disc_real_1: 0.1881721019744873 (0.1881721019744873) | > loss_disc_real_2: 0.16502130031585693 (0.16502130031585693) | > loss_disc_real_3: 0.3046392500400543 (0.3046392500400543) | > loss_disc_real_4: 0.23633627593517303 (0.23633627593517303) | > loss_disc_real_5: 0.2338247001171112 (0.2338247001171112) | > loss_0: 2.305540084838867 (2.305540084838867) | > loss_gen: 2.1998586654663086 (2.1998586654663086) | > loss_kl: 2.3655970096588135 (2.3655970096588135) | > loss_feat: 4.883286476135254 (4.883286476135254) | > loss_mel: 18.309598922729492 (18.309598922729492) | > loss_duration: 2.420388698577881 (2.420388698577881) | > loss_1: 30.17873191833496 (30.17873191833496)  --> STEP: 2 | > loss_disc: 2.338609457015991 (2.322074770927429) | > loss_disc_real_0: 0.06171327829360962 (0.053507816046476364) | > loss_disc_real_1: 0.18757200241088867 (0.187872052192688) | > loss_disc_real_2: 0.22715763747692108 (0.196089468896389) | > loss_disc_real_3: 0.3339802026748657 (0.31930972635746) | > loss_disc_real_4: 0.2510219216346741 (0.24367909878492355) | > loss_disc_real_5: 0.26360341906547546 (0.24871405959129333) | > loss_0: 2.338609457015991 (2.322074770927429) | > loss_gen: 2.5484459400177 (2.3741523027420044) | > loss_kl: 1.8810042142868042 (2.123300611972809) | > loss_feat: 6.891781330108643 (5.887533903121948) | > loss_mel: 19.35249137878418 (18.831045150756836) | > loss_duration: 2.337094783782959 (2.37874174118042) | > loss_1: 33.01081848144531 (31.594775199890137)  --> STEP: 3 | > loss_disc: 2.57778263092041 (2.407310724258423) | > loss_disc_real_0: 0.04777127131819725 (0.051595634470383324) | > loss_disc_real_1: 0.09999729692935944 (0.1585804671049118) | > loss_disc_real_2: 0.16168518364429474 (0.18462137381235758) | > loss_disc_real_3: 0.3092919886112213 (0.3159704804420471) | > loss_disc_real_4: 0.28310543298721313 (0.25682121018568677) | > loss_disc_real_5: 0.3015807271003723 (0.26633628209431964) | > loss_0: 2.57778263092041 (2.407310724258423) | > loss_gen: 1.973006248474121 (2.2404369513193765) | > loss_kl: 2.827788829803467 (2.3581300179163613) | > loss_feat: 6.069458484649658 (5.948175430297852) | > loss_mel: 21.850643157958984 (19.83757781982422) | > loss_duration: 2.1801931858062744 (2.312558889389038) | > loss_1: 34.901092529296875 (32.69688097635905)  --> STEP: 4 | > loss_disc: 2.531255006790161 (2.4382967948913574) | > loss_disc_real_0: 0.026814747601747513 (0.04540041275322437) | > loss_disc_real_1: 0.2689899802207947 (0.18618284538388252) | > loss_disc_real_2: 0.1796918660402298 (0.18338899686932564) | > loss_disc_real_3: 0.2304123193025589 (0.29458094015717506) | > loss_disc_real_4: 0.21160373091697693 (0.2455168403685093) | > loss_disc_real_5: 0.17655153572559357 (0.24389009550213814) | > loss_0: 2.531255006790161 (2.4382967948913574) | > loss_gen: 1.8664391040802002 (2.1469374895095825) | > loss_kl: 2.0574653148651123 (2.282963842153549) | > loss_feat: 5.2802815437316895 (5.781201958656311) | > loss_mel: 18.658893585205078 (19.542906761169434) | > loss_duration: 2.238600254058838 (2.294069230556488) | > loss_1: 30.1016788482666 (32.04808044433594)  --> STEP: 5 | > loss_disc: 2.469188690185547 (2.4444751739501953) | > loss_disc_real_0: 0.05101193115115166 (0.04652271643280983) | > loss_disc_real_1: 0.23864653706550598 (0.19667558372020721) | > loss_disc_real_2: 0.19782035052776337 (0.18627526760101318) | > loss_disc_real_3: 0.22506938874721527 (0.2806786298751831) | > loss_disc_real_4: 0.21950241923332214 (0.24031395614147186) | > loss_disc_real_5: 0.19188356399536133 (0.23348878920078278) | > loss_0: 2.469188690185547 (2.4444751739501953) | > loss_gen: 1.9647798538208008 (2.110505962371826) | > loss_kl: 2.285132884979248 (2.283397650718689) | > loss_feat: 6.42315673828125 (5.909592914581299) | > loss_mel: 18.92289161682129 (19.418903732299803) | > loss_duration: 2.3507652282714844 (2.3054084300994875) | > loss_1: 31.946727752685547 (32.02780990600586)  --> STEP: 6 | > loss_disc: 2.375479221343994 (2.4329758485158286) | > loss_disc_real_0: 0.09148085862398148 (0.05401574013133844) | > loss_disc_real_1: 0.24656593799591064 (0.20499064276615778) | > loss_disc_real_2: 0.16786673665046692 (0.18320717910925546) | > loss_disc_real_3: 0.30975720286369324 (0.28552505870660144) | > loss_disc_real_4: 0.28012555837631226 (0.24694922318061194) | > loss_disc_real_5: 0.277972012758255 (0.24090265979369482) | > loss_0: 2.375479221343994 (2.4329758485158286) | > loss_gen: 2.566781520843506 (2.186551888783773) | > loss_kl: 1.8044753074645996 (2.2035772601763406) | > loss_feat: 6.57793664932251 (6.020983537038167) | > loss_mel: 19.36992835998535 (19.410741170247395) | > loss_duration: 2.1610655784606934 (2.2813512881596885) | > loss_1: 32.480186462402344 (32.10320599873861)  --> STEP: 7 | > loss_disc: 2.408013105392456 (2.4294097423553467) | > loss_disc_real_0: 0.07132318615913391 (0.05648823242102351) | > loss_disc_real_1: 0.24635614454746246 (0.21090000016348703) | > loss_disc_real_2: 0.21583446860313416 (0.18786822046552384) | > loss_disc_real_3: 0.2660481035709381 (0.2827426365443638) | > loss_disc_real_4: 0.23905429244041443 (0.24582137593201228) | > loss_disc_real_5: 0.24764686822891235 (0.24186611814158304) | > loss_0: 2.408013105392456 (2.4294097423553467) | > loss_gen: 2.283834934234619 (2.2004494667053223) | > loss_kl: 3.1169722080230713 (2.334062252725874) | > loss_feat: 6.989668369293213 (6.159367084503174) | > loss_mel: 19.43242073059082 (19.413838250296457) | > loss_duration: 2.4577436447143555 (2.3065501962389265) | > loss_1: 34.2806396484375 (32.41426794869559)  --> STEP: 8 | > loss_disc: 2.549956798553467 (2.4444781243801117) | > loss_disc_real_0: 0.08806566894054413 (0.06043541198596358) | > loss_disc_real_1: 0.16341561079025269 (0.20496445149183273) | > loss_disc_real_2: 0.1725589632987976 (0.18595456331968307) | > loss_disc_real_3: 0.227687269449234 (0.2758607156574726) | > loss_disc_real_4: 0.2474471479654312 (0.24602459743618965) | > loss_disc_real_5: 0.2691255509853363 (0.2452735472470522) | > loss_0: 2.549956798553467 (2.4444781243801117) | > loss_gen: 2.3078925609588623 (2.2138798534870148) | > loss_kl: 2.7454657554626465 (2.3854876905679703) | > loss_feat: 11.163626670837402 (6.784899532794952) | > loss_mel: 21.644710540771484 (19.692697286605835) | > loss_duration: 2.0705692768096924 (2.277052581310272) | > loss_1: 39.9322624206543 (33.35401725769043)  --> STEP: 9 | > loss_disc: 1.9860384464263916 (2.393540382385254) | > loss_disc_real_0: 0.0820065289735794 (0.06283220276236534) | > loss_disc_real_1: 0.16431404650211334 (0.20044773982630837) | > loss_disc_real_2: 0.13981156051158905 (0.18082756300767264) | > loss_disc_real_3: 0.24108943343162537 (0.27199723985460067) | > loss_disc_real_4: 0.19045843183994293 (0.23985057903660667) | > loss_disc_real_5: 0.18568669259548187 (0.23865278561909994) | > loss_0: 1.9860384464263916 (2.393540382385254) | > loss_gen: 2.7143125534057617 (2.26948348681132) | > loss_kl: 2.179060697555542 (2.362551358011034) | > loss_feat: 9.642129898071289 (7.102369573381212) | > loss_mel: 21.077850341796875 (19.84660318162706) | > loss_duration: 2.123603343963623 (2.2600026660495334) | > loss_1: 37.73695755004883 (33.841010623508026)  --> STEP: 10 | > loss_disc: 2.135808229446411 (2.36776716709137) | > loss_disc_real_0: 0.13200053572654724 (0.06974903605878353) | > loss_disc_real_1: 0.2643480896949768 (0.2068377748131752) | > loss_disc_real_2: 0.17946775257587433 (0.1806915819644928) | > loss_disc_real_3: 0.18088966608047485 (0.2628864824771881) | > loss_disc_real_4: 0.17845100164413452 (0.23371062129735948) | > loss_disc_real_5: 0.13593661785125732 (0.22838116884231568) | > loss_0: 2.135808229446411 (2.36776716709137) | > loss_gen: 2.305668354034424 (2.27310197353363) | > loss_kl: 2.4768996238708496 (2.3739861845970154) | > loss_feat: 5.664720058441162 (6.958604621887207) | > loss_mel: 15.286078453063965 (19.390550708770753) | > loss_duration: 2.331244468688965 (2.2671268463134764) | > loss_1: 28.06460952758789 (33.263370513916016)  --> STEP: 11 | > loss_disc: 2.2327921390533447 (2.355496709997004) | > loss_disc_real_0: 0.08395957946777344 (0.07104090364141898) | > loss_disc_real_1: 0.2066674828529358 (0.2068222937258807) | > loss_disc_real_2: 0.19550085067749023 (0.18203787912021985) | > loss_disc_real_3: 0.2709871232509613 (0.26362290436571295) | > loss_disc_real_4: 0.2036377191543579 (0.23097672110254114) | > loss_disc_real_5: 0.22833803296089172 (0.22837724739854987) | > loss_0: 2.2327921390533447 (2.355496709997004) | > loss_gen: 2.3083016872406006 (2.276301947506991) | > loss_kl: 2.3926808834075928 (2.375685702670704) | > loss_feat: 6.545119762420654 (6.92101508920843) | > loss_mel: 18.766883850097656 (19.333853721618652) | > loss_duration: 2.374070644378662 (2.2768490097739478) | > loss_1: 32.38705825805664 (33.183705763383344)  --> STEP: 12 | > loss_disc: 2.1750547885894775 (2.340459883213043) | > loss_disc_real_0: 0.03503423184156418 (0.06804034765809774) | > loss_disc_real_1: 0.18697288632392883 (0.20516817644238472) | > loss_disc_real_2: 0.21224461495876312 (0.18455510710676512) | > loss_disc_real_3: 0.20888200402259827 (0.25906116267045337) | > loss_disc_real_4: 0.19649724662303925 (0.22810343156258264) | > loss_disc_real_5: 0.17716620862483978 (0.22410966083407402) | > loss_0: 2.1750547885894775 (2.340459883213043) | > loss_gen: 2.2474262714385986 (2.2738956411679587) | > loss_kl: 1.5518779754638672 (2.307035058736801) | > loss_feat: 7.161309242248535 (6.941039601961772) | > loss_mel: 20.87791633605957 (19.462525606155396) | > loss_duration: 2.2462620735168457 (2.274300098419189) | > loss_1: 34.08479309082031 (33.25879637400309)  --> STEP: 13 | > loss_disc: 2.533379316329956 (2.355299839606652) | > loss_disc_real_0: 0.07003387063741684 (0.06819369557958382) | > loss_disc_real_1: 0.2581343352794647 (0.20924249635292932) | > loss_disc_real_2: 0.24351614713668823 (0.1890905717244515) | > loss_disc_real_3: 0.3098253607749939 (0.2629661009861873) | > loss_disc_real_4: 0.27630290389060974 (0.2318110832801232) | > loss_disc_real_5: 0.28005897998809814 (0.2284134546151528) | > loss_0: 2.533379316329956 (2.355299839606652) | > loss_gen: 2.264394521713257 (2.2731647858252892) | > loss_kl: 1.4376554489135742 (2.2401597041350145) | > loss_feat: 7.163576602935791 (6.958157832805927) | > loss_mel: 17.628135681152344 (19.32141868884747) | > loss_duration: 2.10063099861145 (2.2609409368955165) | > loss_1: 30.59439468383789 (33.05384239783654)  --> STEP: 14 | > loss_disc: 2.262863874435425 (2.3486972706658498) | > loss_disc_real_0: 0.07320168614387512 (0.06855140919131893) | > loss_disc_real_1: 0.2750093340873718 (0.21394012761967524) | > loss_disc_real_2: 0.1971329003572464 (0.18966502376965114) | > loss_disc_real_3: 0.20643630623817444 (0.2589282585041864) | > loss_disc_real_4: 0.20017966628074646 (0.22955169635159628) | > loss_disc_real_5: 0.1681344360113144 (0.22410781042916433) | > loss_0: 2.262863874435425 (2.3486972706658498) | > loss_gen: 2.154977560043335 (2.264722841126578) | > loss_kl: 2.6035518646240234 (2.2661162870270863) | > loss_feat: 8.553224563598633 (7.072091170719692) | > loss_mel: 20.9324951171875 (19.436495576586044) | > loss_duration: 2.3828516006469727 (2.2696488414491918) | > loss_1: 36.627098083496094 (33.309074946812224)  --> STEP: 15 | > loss_disc: 2.436955213546753 (2.3545811335245768) | > loss_disc_real_0: 0.04960247501730919 (0.0672881469130516) | > loss_disc_real_1: 0.1713991016149521 (0.21110405921936035) | > loss_disc_real_2: 0.2811298072338104 (0.1957626760005951) | > loss_disc_real_3: 0.3507503867149353 (0.2650497337182363) | > loss_disc_real_4: 0.2609194219112396 (0.23164287805557252) | > loss_disc_real_5: 0.2347252517938614 (0.22481563985347747) | > loss_0: 2.436955213546753 (2.3545811335245768) | > loss_gen: 2.413320779800415 (2.2746293703715006) | > loss_kl: 2.4784936904907227 (2.280274780591329) | > loss_feat: 6.655179023742676 (7.0442970275878904) | > loss_mel: 20.516834259033203 (19.508518155415853) | > loss_duration: 2.278505802154541 (2.2702393054962147) | > loss_1: 34.34233474731445 (33.377958933512375)  --> STEP: 16 | > loss_disc: 2.380742311477661 (2.3562162071466446) | > loss_disc_real_0: 0.06030985713005066 (0.06685200380161405) | > loss_disc_real_1: 0.21827124059200287 (0.2115520080551505) | > loss_disc_real_2: 0.2549242079257965 (0.19946027174592018) | > loss_disc_real_3: 0.3059746325016022 (0.26760753989219666) | > loss_disc_real_4: 0.24782831966876984 (0.23265446815639734) | > loss_disc_real_5: 0.13594628870487213 (0.21926130540668964) | > loss_0: 2.380742311477661 (2.3562162071466446) | > loss_gen: 2.7772607803344727 (2.3060438334941864) | > loss_kl: 2.1263623237609863 (2.2706552520394325) | > loss_feat: 8.683309555053711 (7.146735310554504) | > loss_mel: 17.964645385742188 (19.41202610731125) | > loss_duration: 2.3575668334960938 (2.2756972759962073) | > loss_1: 33.90914535522461 (33.411158084869385)  --> STEP: 17 | > loss_disc: 2.717836380004883 (2.3774879820206585) | > loss_disc_real_0: 0.1801377385854721 (0.0735158705536057) | > loss_disc_real_1: 0.30251699686050415 (0.21690288974958308) | > loss_disc_real_2: 0.3027850091457367 (0.20553819747532115) | > loss_disc_real_3: 0.31178298592567444 (0.27020609554122477) | > loss_disc_real_4: 0.265450656414032 (0.2345836557009641) | > loss_disc_real_5: 0.293657511472702 (0.22363755282233744) | > loss_0: 2.717836380004883 (2.3774879820206585) | > loss_gen: 2.354431629180908 (2.3088901744169346) | > loss_kl: 2.0290749073028564 (2.256444643525516) | > loss_feat: 5.12065315246582 (7.027554007137523) | > loss_mel: 16.973543167114258 (19.268585934358484) | > loss_duration: 2.3858296871185303 (2.2821756531210498) | > loss_1: 28.86353302001953 (33.14365072811351)  --> STEP: 18 | > loss_disc: 2.165335178375244 (2.3657017151514688) | > loss_disc_real_0: 0.05946389585733414 (0.07273520529270172) | > loss_disc_real_1: 0.14045831561088562 (0.21265596896409988) | > loss_disc_real_2: 0.14893624186515808 (0.20239364438586765) | > loss_disc_real_3: 0.17345337569713593 (0.26483094443877536) | > loss_disc_real_4: 0.17855527997016907 (0.23147096816036436) | > loss_disc_real_5: 0.19147096574306488 (0.22185052020682228) | > loss_0: 2.165335178375244 (2.3657017151514688) | > loss_gen: 2.189962148666382 (2.3022830618752375) | > loss_kl: 2.4545819759368896 (2.2674522731039257) | > loss_feat: 9.228397369384766 (7.1498230828179254) | > loss_mel: 22.055105209350586 (19.423392560746933) | > loss_duration: 2.2008438110351562 (2.2776572174496112) | > loss_1: 38.12888717651367 (33.420608308580185)  --> STEP: 19 | > loss_disc: 2.7180190086364746 (2.384244730598048) | > loss_disc_real_0: 0.09615162014961243 (0.07396764817990754) | > loss_disc_real_1: 0.2654787302017212 (0.21543611429239573) | > loss_disc_real_2: 0.24186067283153534 (0.20447085640932383) | > loss_disc_real_3: 0.31962573528289795 (0.26771488079899236) | > loss_disc_real_4: 0.24813583493232727 (0.2323480664115203) | > loss_disc_real_5: 0.2412332147359848 (0.22287066202414663) | > loss_0: 2.7180190086364746 (2.384244730598048) | > loss_gen: 2.0944130420684814 (2.291342534516987) | > loss_kl: 1.8840726613998413 (2.247274398803711) | > loss_feat: 6.580398082733154 (7.119853345971358) | > loss_mel: 18.238420486450195 (19.361025609468157) | > loss_duration: 2.2988224029541016 (2.2787711745814265) | > loss_1: 31.096128463745117 (33.29826726411518)  --> STEP: 20 | > loss_disc: 2.4916882514953613 (2.389616906642914) | > loss_disc_real_0: 0.08735473453998566 (0.07463700249791146) | > loss_disc_real_1: 0.18270175158977509 (0.2137993961572647) | > loss_disc_real_2: 0.21712836623191833 (0.20510373190045356) | > loss_disc_real_3: 0.286841481924057 (0.2686712108552456) | > loss_disc_real_4: 0.29179850220680237 (0.2353205882012844) | > loss_disc_real_5: 0.3041132688522339 (0.226932792365551) | > loss_0: 2.4916882514953613 (2.389616906642914) | > loss_gen: 2.2700817584991455 (2.290279495716095) | > loss_kl: 1.833820104598999 (2.2266016840934753) | > loss_feat: 6.724552631378174 (7.100088310241699) | > loss_mel: 20.890005111694336 (19.43747458457947) | > loss_duration: 2.314016580581665 (2.2805334448814385) | > loss_1: 34.03247833251953 (33.3349778175354)  --> STEP: 21 | > loss_disc: 2.6003434658050537 (2.399651504698254) | > loss_disc_real_0: 0.08178059011697769 (0.0749771733369146) | > loss_disc_real_1: 0.15871334075927734 (0.21117625066212245) | > loss_disc_real_2: 0.18589946627616882 (0.20418924306120192) | > loss_disc_real_3: 0.2933582365512848 (0.26984678350743796) | > loss_disc_real_4: 0.2340758591890335 (0.23526131539117723) | > loss_disc_real_5: 0.2776806950569153 (0.22934935916037785) | > loss_0: 2.6003434658050537 (2.399651504698254) | > loss_gen: 2.214820623397827 (2.286686216081892) | > loss_kl: 2.4262983798980713 (2.236111050560361) | > loss_feat: 7.303940773010254 (7.109795570373535) | > loss_mel: 17.038288116455078 (19.323227609906876) | > loss_duration: 2.178189277648926 (2.275659913108462) | > loss_1: 31.161537170410156 (33.23148064386277)  --> STEP: 22 | > loss_disc: 2.187812566757202 (2.39002246206457) | > loss_disc_real_0: 0.03477725759148598 (0.07314990443939512) | > loss_disc_real_1: 0.2496829777956009 (0.21292655644091693) | > loss_disc_real_2: 0.18348369002342224 (0.20324808155948465) | > loss_disc_real_3: 0.1715601682662964 (0.2653792100873861) | > loss_disc_real_4: 0.20640376210212708 (0.23394960842349313) | > loss_disc_real_5: 0.18663713335990906 (0.22740789435126565) | > loss_0: 2.187812566757202 (2.39002246206457) | > loss_gen: 2.343367338180542 (2.2892626307227397) | > loss_kl: 2.00764536857605 (2.2257262468338013) | > loss_feat: 9.608811378479004 (7.223387198014692) | > loss_mel: 22.993558883666992 (19.490060849623244) | > loss_duration: 2.1561155319213867 (2.270226077599958) | > loss_1: 39.109500885009766 (33.49866338209672)  --> STEP: 23 | > loss_disc: 2.515407085418701 (2.395473967427793) | > loss_disc_real_0: 0.11361801624298096 (0.07490938756129016) | > loss_disc_real_1: 0.26618295907974243 (0.2152420522078224) | > loss_disc_real_2: 0.24287255108356476 (0.20497088458227075) | > loss_disc_real_3: 0.3217167556285858 (0.26782866858917737) | > loss_disc_real_4: 0.26932287216186523 (0.235487576412118) | > loss_disc_real_5: 0.24501581490039825 (0.22817345611427142) | > loss_0: 2.515407085418701 (2.395473967427793) | > loss_gen: 2.313971996307373 (2.29033695096555) | > loss_kl: 2.423417568206787 (2.234321521676105) | > loss_feat: 5.862650394439697 (7.164224728294041) | > loss_mel: 17.92683982849121 (19.422094718269676) | > loss_duration: 2.278977394104004 (2.270606569621873) | > loss_1: 30.805858612060547 (33.38158491383428)  --> STEP: 24 | > loss_disc: 2.432027578353882 (2.3969970345497136) | > loss_disc_real_0: 0.06018250808119774 (0.07429576758295298) | > loss_disc_real_1: 0.25358080863952637 (0.2168395003924767) | > loss_disc_real_2: 0.21365374326705933 (0.2053326703608036) | > loss_disc_real_3: 0.2528458833694458 (0.26720438587168854) | > loss_disc_real_4: 0.23014011979103088 (0.2352647657195727) | > loss_disc_real_5: 0.2882162034511566 (0.2306752372533083) | > loss_0: 2.432027578353882 (2.3969970345497136) | > loss_gen: 2.2563095092773438 (2.288919140895208) | > loss_kl: 2.561695098876953 (2.247962087392807) | > loss_feat: 6.779709815979004 (7.148203273614247) | > loss_mel: 19.15311622619629 (19.41088728109995) | > loss_duration: 2.4205312728881836 (2.2768534322579694) | > loss_1: 33.171363830566406 (33.372825702031456)  --> STEP: 25 | > loss_disc: 2.115992307662964 (2.3857568454742437) | > loss_disc_real_0: 0.033350683748722076 (0.07265796422958375) | > loss_disc_real_1: 0.14623385667800903 (0.21401527464389802) | > loss_disc_real_2: 0.21475444734096527 (0.20570954144001008) | > loss_disc_real_3: 0.20253615081310272 (0.2646176564693451) | > loss_disc_real_4: 0.1765369325876236 (0.23291565239429474) | > loss_disc_real_5: 0.16141843795776367 (0.22790496528148652) | > loss_0: 2.115992307662964 (2.3857568454742437) | > loss_gen: 2.379366397857666 (2.292537031173706) | > loss_kl: 2.4830734729766846 (2.257366542816162) | > loss_feat: 7.247879981994629 (7.152190341949463) | > loss_mel: 18.14126205444336 (19.360102272033686) | > loss_duration: 2.334000587463379 (2.279139318466186) | > loss_1: 32.5855827331543 (33.341335983276366)  --> STEP: 26 | > loss_disc: 2.0208334922790527 (2.3717213318898134) | > loss_disc_real_0: 0.14245977997779846 (0.07534264945066893) | > loss_disc_real_1: 0.12299183011054993 (0.21051437293107694) | > loss_disc_real_2: 0.11815744638442993 (0.2023421531686416) | > loss_disc_real_3: 0.15920469164848328 (0.26056331166854274) | > loss_disc_real_4: 0.16229404509067535 (0.2301994367287709) | > loss_disc_real_5: 0.2145528495311737 (0.22739142236801294) | > loss_0: 2.0208334922790527 (2.3717213318898134) | > loss_gen: 2.5636281967163086 (2.302963614463806) | > loss_kl: 2.2527387142181396 (2.257188549408546) | > loss_feat: 20.04813003540039 (7.648188022466806) | > loss_mel: 24.73297691345215 (19.56675129670363) | > loss_duration: 2.3130884170532227 (2.280445053027226) | > loss_1: 51.910560607910156 (34.05553693037767) --> EVAL PERFORMANCE | > avg_loader_time: 0.002466669449439415 (+0.00010973673600416824) | > avg_loss_disc: 2.3717213318898134 (+0.05197398020671029) | > avg_loss_disc_real_0: 0.07534264945066893 (-0.03584463607806425) | > avg_loss_disc_real_1: 0.21051437293107694 (-0.03668628633022303) | > avg_loss_disc_real_2: 0.2023421531686416 (-0.05756372499924442) | > avg_loss_disc_real_3: 0.26056331166854274 (-0.023974072188138962) | > avg_loss_disc_real_4: 0.2301994367287709 (-0.0009188720813164408) | > avg_loss_disc_real_5: 0.22739142236801294 (-0.008621645231659592) | > avg_loss_0: 2.3717213318898134 (+0.05197398020671029) | > avg_loss_gen: 2.302963614463806 (-0.4117343792548551) | > avg_loss_kl: 2.257188549408546 (-0.052557161221137516) | > avg_loss_feat: 7.648188022466806 (-0.07208231779245189) | > avg_loss_mel: 19.56675129670363 (+0.5009658153240473) | > avg_loss_duration: 2.280445053027226 (+0.010446209173935461) | > avg_loss_1: 34.05553693037767 (-0.024961544917175615)  > EPOCH: 185/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:03:25)   --> TIME: 2024-06-10 23:03:34 -- STEP: 24/330 -- GLOBAL_STEP: 149075 | > loss_disc: 2.2505598068237305 (2.252947032451629) | > loss_disc_real_0: 0.10312768816947937 (0.10945568761477868) | > loss_disc_real_1: 0.19032086431980133 (0.19095509561399618) | > loss_disc_real_2: 0.18689462542533875 (0.20744841173291206) | > loss_disc_real_3: 0.2070215791463852 (0.22050669603049755) | > loss_disc_real_4: 0.1955326646566391 (0.21667166302601495) | > loss_disc_real_5: 0.2088800072669983 (0.2113414853811264) | > loss_0: 2.2505598068237305 (2.252947032451629) | > grad_norm_0: tensor(6.1966, device='cuda:0') (tensor(12.4555, device='cuda:0')) | > loss_gen: 2.628262996673584 (2.5695419112841287) | > loss_kl: 1.715795874595642 (1.7314183960358303) | > loss_feat: 7.465708255767822 (7.158859570821126) | > loss_mel: 19.27635383605957 (19.3277489344279) | > loss_duration: 2.0223593711853027 (2.1465724805990853) | > loss_1: 33.108482360839844 (32.93414115905762) | > grad_norm_1: tensor(175.0692, device='cuda:0') (tensor(186.0027, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3745 (0.3562377095222473) | > loader_time: 0.0032 (0.003370096286137899)  --> TIME: 2024-06-10 23:03:44 -- STEP: 49/330 -- GLOBAL_STEP: 149100 | > loss_disc: 2.2282464504241943 (2.266468899590628) | > loss_disc_real_0: 0.1103469580411911 (0.11133874086092929) | > loss_disc_real_1: 0.1968710720539093 (0.19605756870337895) | > loss_disc_real_2: 0.21421663463115692 (0.20961210952729595) | > loss_disc_real_3: 0.2059534788131714 (0.22341956715194547) | > loss_disc_real_4: 0.1994413584470749 (0.2203155156909203) | > loss_disc_real_5: 0.17370469868183136 (0.2123782771582506) | > loss_0: 2.2282464504241943 (2.266468899590628) | > grad_norm_0: tensor(12.3785, device='cuda:0') (tensor(12.1078, device='cuda:0')) | > loss_gen: 2.7152719497680664 (2.58429444566065) | > loss_kl: 1.6808805465698242 (1.7551528799290559) | > loss_feat: 7.842889785766602 (7.271703856331961) | > loss_mel: 19.36372184753418 (19.257556915283203) | > loss_duration: 1.9987003803253174 (2.09458657673427) | > loss_1: 33.601463317871094 (32.96329463258081) | > grad_norm_1: tensor(169.5334, device='cuda:0') (tensor(175.9050, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3474 (0.3587693194953762) | > loader_time: 0.0032 (0.0034585631623560067)  --> TIME: 2024-06-10 23:03:53 -- STEP: 74/330 -- GLOBAL_STEP: 149125 | > loss_disc: 2.327695369720459 (2.2803090101963766) | > loss_disc_real_0: 0.1012209951877594 (0.1123974061495549) | > loss_disc_real_1: 0.181130513548851 (0.19603126737717033) | > loss_disc_real_2: 0.2188626229763031 (0.21076572686433792) | > loss_disc_real_3: 0.22204998135566711 (0.22509261905341535) | > loss_disc_real_4: 0.21643847227096558 (0.22167301822353053) | > loss_disc_real_5: 0.22526437044143677 (0.21550898918428937) | > loss_0: 2.327695369720459 (2.2803090101963766) | > grad_norm_0: tensor(46.5824, device='cuda:0') (tensor(13.6942, device='cuda:0')) | > loss_gen: 2.7039520740509033 (2.5759097015535515) | > loss_kl: 1.7764079570770264 (1.768290018713152) | > loss_feat: 7.372934341430664 (7.304353965295328) | > loss_mel: 19.099092483520508 (19.264724293270625) | > loss_duration: 1.995680809020996 (2.074411234340152) | > loss_1: 32.94807052612305 (32.987689172899415) | > grad_norm_1: tensor(353.2889, device='cuda:0') (tensor(189.7925, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3637 (0.3621145937893841) | > loader_time: 0.0035 (0.0034665706995371227)  --> TIME: 2024-06-10 23:04:02 -- STEP: 99/330 -- GLOBAL_STEP: 149150 | > loss_disc: 2.180347204208374 (2.274570486762306) | > loss_disc_real_0: 0.08266130089759827 (0.11282513644358125) | > loss_disc_real_1: 0.17182478308677673 (0.19697610838244656) | > loss_disc_real_2: 0.2099764347076416 (0.2108537523132382) | > loss_disc_real_3: 0.21549095213413239 (0.22452946112613487) | > loss_disc_real_4: 0.20453011989593506 (0.22046927490619697) | > loss_disc_real_5: 0.18780682981014252 (0.21313316006251057) | > loss_0: 2.180347204208374 (2.274570486762306) | > grad_norm_0: tensor(14.7991, device='cuda:0') (tensor(15.9426, device='cuda:0')) | > loss_gen: 2.804692506790161 (2.5801615426034616) | > loss_kl: 1.618726372718811 (1.754627773256013) | > loss_feat: 7.705295085906982 (7.338091325278234) | > loss_mel: 19.48544692993164 (19.24783250057336) | > loss_duration: 2.052727699279785 (2.069219108783838) | > loss_1: 33.66688919067383 (32.98993216620552) | > grad_norm_1: tensor(73.7628, device='cuda:0') (tensor(209.1944, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3558 (0.36190500403895515) | > loader_time: 0.0034 (0.003469016816880968)  --> TIME: 2024-06-10 23:04:11 -- STEP: 124/330 -- GLOBAL_STEP: 149175 | > loss_disc: 2.3986971378326416 (2.273391398691361) | > loss_disc_real_0: 0.1023913249373436 (0.11378107640531755) | > loss_disc_real_1: 0.2632555663585663 (0.19682364069646402) | > loss_disc_real_2: 0.22612231969833374 (0.21125747852267757) | > loss_disc_real_3: 0.22398556768894196 (0.22443983163083753) | > loss_disc_real_4: 0.215157613158226 (0.2189177018740485) | > loss_disc_real_5: 0.21264231204986572 (0.21264249194533594) | > loss_0: 2.3986971378326416 (2.273391398691361) | > grad_norm_0: tensor(11.0878, device='cuda:0') (tensor(18.0830, device='cuda:0')) | > loss_gen: 2.5257205963134766 (2.5844304811569936) | > loss_kl: 1.7784311771392822 (1.746659972975331) | > loss_feat: 7.795156478881836 (7.347412001702093) | > loss_mel: 18.94696617126465 (19.26860475540161) | > loss_duration: 2.064781427383423 (2.06898832321167) | > loss_1: 33.11105728149414 (33.01609548445671) | > grad_norm_1: tensor(198.1666, device='cuda:0') (tensor(217.6530, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3555 (0.3621476446428606) | > loader_time: 0.0039 (0.0035687838831255513)  --> TIME: 2024-06-10 23:04:21 -- STEP: 149/330 -- GLOBAL_STEP: 149200 | > loss_disc: 2.2505784034729004 (2.2775975633787615) | > loss_disc_real_0: 0.10989180207252502 (0.11341454298704262) | > loss_disc_real_1: 0.1869426816701889 (0.1979151751171022) | > loss_disc_real_2: 0.221548929810524 (0.21208084519677514) | > loss_disc_real_3: 0.21712760627269745 (0.22496457847972845) | > loss_disc_real_4: 0.20427218079566956 (0.21947822404787845) | > loss_disc_real_5: 0.22899337112903595 (0.2130960263061844) | > loss_0: 2.2505784034729004 (2.2775975633787615) | > grad_norm_0: tensor(18.3147, device='cuda:0') (tensor(18.3943, device='cuda:0')) | > loss_gen: 2.554999828338623 (2.5878499050268378) | > loss_kl: 1.6469922065734863 (1.7378757103977587) | > loss_feat: 7.550882339477539 (7.364401452493348) | > loss_mel: 19.92923355102539 (19.272624777467463) | > loss_duration: 2.078514814376831 (2.069855534790347) | > loss_1: 33.760623931884766 (33.03260723856471) | > grad_norm_1: tensor(244.2485, device='cuda:0') (tensor(230.9335, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3744 (0.36577024715858814) | > loader_time: 0.0042 (0.0036992994730904597)  --> TIME: 2024-06-10 23:04:31 -- STEP: 174/330 -- GLOBAL_STEP: 149225 | > loss_disc: 2.472644329071045 (2.282552423148317) | > loss_disc_real_0: 0.13184182345867157 (0.11368628569889343) | > loss_disc_real_1: 0.15637290477752686 (0.19864781158066336) | > loss_disc_real_2: 0.18415024876594543 (0.21198528713878545) | > loss_disc_real_3: 0.24787206947803497 (0.22529768524156218) | > loss_disc_real_4: 0.24395261704921722 (0.21984094141543598) | > loss_disc_real_5: 0.2303703874349594 (0.21281783359831785) | > loss_0: 2.472644329071045 (2.282552423148317) | > grad_norm_0: tensor(25.6557, device='cuda:0') (tensor(18.8751, device='cuda:0')) | > loss_gen: 2.433300495147705 (2.5821335343108793) | > loss_kl: 1.7038847208023071 (1.732386989155035) | > loss_feat: 7.253300189971924 (7.353272164004973) | > loss_mel: 19.50654411315918 (19.25744906239126) | > loss_duration: 2.1538138389587402 (2.07263548620816) | > loss_1: 33.05084228515625 (32.997877077124585) | > grad_norm_1: tensor(226.3541, device='cuda:0') (tensor(237.1612, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.3872 (0.36870298714473315) | > loader_time: 0.0044 (0.003800478474847202)  --> TIME: 2024-06-10 23:04:41 -- STEP: 199/330 -- GLOBAL_STEP: 149250 | > loss_disc: 2.4113335609436035 (2.2842623732197795) | > loss_disc_real_0: 0.13454566895961761 (0.11393990225378592) | > loss_disc_real_1: 0.19033390283584595 (0.19908876874339035) | > loss_disc_real_2: 0.2682628929615021 (0.21248326394426165) | > loss_disc_real_3: 0.2578123211860657 (0.22482145656293362) | > loss_disc_real_4: 0.2597332000732422 (0.21968081960426503) | > loss_disc_real_5: 0.24735558032989502 (0.2122338283151838) | > loss_0: 2.4113335609436035 (2.2842623732197795) | > grad_norm_0: tensor(24.2776, device='cuda:0') (tensor(20.8032, device='cuda:0')) | > loss_gen: 2.555431365966797 (2.5849468180881674) | > loss_kl: 1.590243935585022 (1.72485708950752) | > loss_feat: 6.4888014793396 (7.369491265646777) | > loss_mel: 19.220687866210938 (19.235539776595992) | > loss_duration: 2.1975924968719482 (2.0793461895468255) | > loss_1: 32.052757263183594 (32.99418095727662) | > grad_norm_1: tensor(122.2123, device='cuda:0') (tensor(245.7173, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.4069 (0.37216152857296414) | > loader_time: 0.0057 (0.003945511190136473)  --> TIME: 2024-06-10 23:04:52 -- STEP: 224/330 -- GLOBAL_STEP: 149275 | > loss_disc: 2.2257001399993896 (2.2813720543469693) | > loss_disc_real_0: 0.10242827981710434 (0.11442954176371652) | > loss_disc_real_1: 0.1434190273284912 (0.1982416660258812) | > loss_disc_real_2: 0.23035237193107605 (0.21273029475872005) | > loss_disc_real_3: 0.24179743230342865 (0.22520329723400728) | > loss_disc_real_4: 0.20107978582382202 (0.21952785731160215) | > loss_disc_real_5: 0.23131109774112701 (0.2127811358576375) | > loss_0: 2.2257001399993896 (2.2813720543469693) | > grad_norm_0: tensor(23.3446, device='cuda:0') (tensor(22.5591, device='cuda:0')) | > loss_gen: 2.8101749420166016 (2.5971663211073195) | > loss_kl: 1.6625936031341553 (1.7258007925535952) | > loss_feat: 8.40581226348877 (7.413742629545076) | > loss_mel: 19.51011848449707 (19.20666754245758) | > loss_duration: 2.1939618587493896 (2.0853249749967033) | > loss_1: 34.582664489746094 (33.028702088764724) | > grad_norm_1: tensor(137.2858, device='cuda:0') (tensor(254.9531, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.4073 (0.3763474215354237) | > loader_time: 0.0054 (0.004108750394412449)  --> TIME: 2024-06-10 23:05:02 -- STEP: 249/330 -- GLOBAL_STEP: 149300 | > loss_disc: 2.443617343902588 (2.282895771853894) | > loss_disc_real_0: 0.14146408438682556 (0.11519874060848152) | > loss_disc_real_1: 0.1871991902589798 (0.19846927338694945) | > loss_disc_real_2: 0.2234475314617157 (0.21291071715125118) | > loss_disc_real_3: 0.24980127811431885 (0.22549970059030985) | > loss_disc_real_4: 0.24235081672668457 (0.21957263386393167) | > loss_disc_real_5: 0.19321520626544952 (0.21259416238849907) | > loss_0: 2.443617343902588 (2.282895771853894) | > grad_norm_0: tensor(18.6651, device='cuda:0') (tensor(22.0213, device='cuda:0')) | > loss_gen: 2.316565752029419 (2.594755866920134) | > loss_kl: 1.626644253730774 (1.719948152461684) | > loss_feat: 7.176161766052246 (7.413435614252665) | > loss_mel: 18.46971321105957 (19.187537013287525) | > loss_duration: 2.166386365890503 (2.0927232336327726) | > loss_1: 31.755470275878906 (33.00839971825779) | > grad_norm_1: tensor(136.0048, device='cuda:0') (tensor(248.8649, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.4217 (0.3806050043986982) | > loader_time: 0.0061 (0.0042852177677384345)  --> TIME: 2024-06-10 23:05:14 -- STEP: 274/330 -- GLOBAL_STEP: 149325 | > loss_disc: 2.421504020690918 (2.284018902012901) | > loss_disc_real_0: 0.21575340628623962 (0.11619827026215783) | > loss_disc_real_1: 0.2633054554462433 (0.19886722731111686) | > loss_disc_real_2: 0.26207029819488525 (0.21340709549449655) | > loss_disc_real_3: 0.2600647211074829 (0.22512327025841622) | > loss_disc_real_4: 0.24965454638004303 (0.21958235455472974) | > loss_disc_real_5: 0.2418195754289627 (0.2121420608711069) | > loss_0: 2.421504020690918 (2.284018902012901) | > grad_norm_0: tensor(25.0534, device='cuda:0') (tensor(21.4249, device='cuda:0')) | > loss_gen: 2.559460401535034 (2.592863695464865) | > loss_kl: 1.8274177312850952 (1.7223168872568728) | > loss_feat: 7.27711296081543 (7.438432902315237) | > loss_mel: 18.365381240844727 (19.153129890887406) | > loss_duration: 2.165038585662842 (2.1001064873089748) | > loss_1: 32.19440841674805 (33.006849734452516) | > grad_norm_1: tensor(167.0190, device='cuda:0') (tensor(239.7787, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.4617 (0.38605303398884117) | > loader_time: 0.0057 (0.004448439953100943)  --> TIME: 2024-06-10 23:05:26 -- STEP: 299/330 -- GLOBAL_STEP: 149350 | > loss_disc: 2.3270745277404785 (2.2824999648193045) | > loss_disc_real_0: 0.11907455325126648 (0.11681008707719504) | > loss_disc_real_1: 0.24131882190704346 (0.19931824296015155) | > loss_disc_real_2: 0.23045025765895844 (0.21339482482659777) | > loss_disc_real_3: 0.22136220335960388 (0.22438523233136207) | > loss_disc_real_4: 0.19245260953903198 (0.21886082138106183) | > loss_disc_real_5: 0.1983366161584854 (0.21124494927982027) | > loss_0: 2.3270745277404785 (2.2824999648193045) | > grad_norm_0: tensor(24.9067, device='cuda:0') (tensor(21.7290, device='cuda:0')) | > loss_gen: 2.577003240585327 (2.593512874781886) | > loss_kl: 1.6773951053619385 (1.7244580569474592) | > loss_feat: 7.325611114501953 (7.469442077305006) | > loss_mel: 18.347192764282227 (19.127890940892655) | > loss_duration: 2.2628777027130127 (2.1094084415946113) | > loss_1: 32.19007873535156 (33.02471224679596) | > grad_norm_1: tensor(221.4801, device='cuda:0') (tensor(245.9394, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.4665 (0.3929223065392228) | > loader_time: 0.0067 (0.0046247821986475915)  --> TIME: 2024-06-10 23:05:39 -- STEP: 324/330 -- GLOBAL_STEP: 149375 | > loss_disc: 2.3022165298461914 (2.2887856820483266) | > loss_disc_real_0: 0.08195123076438904 (0.11795114311907026) | > loss_disc_real_1: 0.1386021375656128 (0.20036098209244216) | > loss_disc_real_2: 0.17261794209480286 (0.21360567846783884) | > loss_disc_real_3: 0.16855435073375702 (0.22445160550651727) | > loss_disc_real_4: 0.16490641236305237 (0.21934440437658337) | > loss_disc_real_5: 0.20798413455486298 (0.21151203400007001) | > loss_0: 2.3022165298461914 (2.2887856820483266) | > grad_norm_0: tensor(40.9754, device='cuda:0') (tensor(22.5682, device='cuda:0')) | > loss_gen: 2.508535385131836 (2.588408132394155) | > loss_kl: 1.931731104850769 (1.7298458420935972) | > loss_feat: 10.345189094543457 (7.517335999159165) | > loss_mel: 19.54244613647461 (19.075387560291045) | > loss_duration: 2.2932727336883545 (2.1226425310711794) | > loss_1: 36.621177673339844 (33.03361992188441) | > grad_norm_1: tensor(477.5417, device='cuda:0') (tensor(257.2987, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.5989 (0.4042146721003965) | > loader_time: 0.01 (0.004872324290098969)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5133183002471924 (2.5133183002471924) | > loss_disc_real_0: 0.21827128529548645 (0.21827128529548645) | > loss_disc_real_1: 0.21046631038188934 (0.21046631038188934) | > loss_disc_real_2: 0.3517746329307556 (0.3517746329307556) | > loss_disc_real_3: 0.2821311354637146 (0.2821311354637146) | > loss_disc_real_4: 0.2713182866573334 (0.2713182866573334) | > loss_disc_real_5: 0.2322646975517273 (0.2322646975517273) | > loss_0: 2.5133183002471924 (2.5133183002471924) | > loss_gen: 2.689222574234009 (2.689222574234009) | > loss_kl: 1.9270564317703247 (1.9270564317703247) | > loss_feat: 6.469604015350342 (6.469604015350342) | > loss_mel: 17.263534545898438 (17.263534545898438) | > loss_duration: 2.870373487472534 (2.870373487472534) | > loss_1: 31.219789505004883 (31.219789505004883)  --> STEP: 1 | > loss_disc: 1.982447624206543 (1.982447624206543) | > loss_disc_real_0: 0.12324507534503937 (0.12324507534503937) | > loss_disc_real_1: 0.1389385163784027 (0.1389385163784027) | > loss_disc_real_2: 0.23581840097904205 (0.23581840097904205) | > loss_disc_real_3: 0.23612816631793976 (0.23612816631793976) | > loss_disc_real_4: 0.2635767459869385 (0.2635767459869385) | > loss_disc_real_5: 0.2566758096218109 (0.2566758096218109) | > loss_0: 1.982447624206543 (1.982447624206543) | > loss_gen: 3.145112991333008 (3.145112991333008) | > loss_kl: 1.4443713426589966 (1.4443713426589966) | > loss_feat: 7.176760673522949 (7.176760673522949) | > loss_mel: 19.490859985351562 (19.490859985351562) | > loss_duration: 2.3487114906311035 (2.3487114906311035) | > loss_1: 33.60581588745117 (33.60581588745117)  --> STEP: 2 | > loss_disc: 2.088569402694702 (2.0355085134506226) | > loss_disc_real_0: 0.09289941936731339 (0.10807224735617638) | > loss_disc_real_1: 0.07934240251779556 (0.10914045944809914) | > loss_disc_real_2: 0.3495888113975525 (0.29270360618829727) | > loss_disc_real_3: 0.29866284132003784 (0.2673955038189888) | > loss_disc_real_4: 0.28451666235923767 (0.2740467041730881) | > loss_disc_real_5: 0.16002660989761353 (0.20835120975971222) | > loss_0: 2.088569402694702 (2.0355085134506226) | > loss_gen: 2.9178569316864014 (3.0314849615097046) | > loss_kl: 1.6347951889038086 (1.5395832657814026) | > loss_feat: 7.142187118530273 (7.159473896026611) | > loss_mel: 20.5074405670166 (19.999150276184082) | > loss_duration: 2.405941963195801 (2.377326726913452) | > loss_1: 34.60822296142578 (34.10701942443848)  --> STEP: 3 | > loss_disc: 2.087585210800171 (2.0528674125671387) | > loss_disc_real_0: 0.06059494987130165 (0.0922464815278848) | > loss_disc_real_1: 0.10724136978387833 (0.10850742956002553) | > loss_disc_real_2: 0.23490768671035767 (0.27343829969565075) | > loss_disc_real_3: 0.25620201230049133 (0.2636643399794896) | > loss_disc_real_4: 0.2862415313720703 (0.27811164657274884) | > loss_disc_real_5: 0.2219759076833725 (0.21289277573426565) | > loss_0: 2.087585210800171 (2.0528674125671387) | > loss_gen: 3.0212957859039307 (3.0280885696411133) | > loss_kl: 2.205998420715332 (1.7617216507593791) | > loss_feat: 8.478848457336426 (7.599265416463216) | > loss_mel: 20.12452507019043 (20.0409418741862) | > loss_duration: 2.1990370750427246 (2.317896842956543) | > loss_1: 36.02970504760742 (34.74791463216146)  --> STEP: 4 | > loss_disc: 2.520362377166748 (2.169741153717041) | > loss_disc_real_0: 0.21611519157886505 (0.12321365904062986) | > loss_disc_real_1: 0.13226749002933502 (0.1144474446773529) | > loss_disc_real_2: 0.40974554419517517 (0.30751511082053185) | > loss_disc_real_3: 0.28828051686286926 (0.26981838420033455) | > loss_disc_real_4: 0.3469078838825226 (0.29531070590019226) | > loss_disc_real_5: 0.32574227452278137 (0.24110515043139458) | > loss_0: 2.520362377166748 (2.169741153717041) | > loss_gen: 3.0137791633605957 (3.024511218070984) | > loss_kl: 2.727961778640747 (2.003281682729721) | > loss_feat: 7.736867904663086 (7.633666038513184) | > loss_mel: 19.31404685974121 (19.85921812057495) | > loss_duration: 2.248218536376953 (2.3004772663116455) | > loss_1: 35.04087448120117 (34.82115459442139)  --> STEP: 5 | > loss_disc: 2.3454980850219727 (2.2048925399780273) | > loss_disc_real_0: 0.17589348554611206 (0.1337496243417263) | > loss_disc_real_1: 0.21258430182933807 (0.13407481610774993) | > loss_disc_real_2: 0.31184321641921997 (0.3083807319402695) | > loss_disc_real_3: 0.2800423502922058 (0.2718631774187088) | > loss_disc_real_4: 0.3383844196796417 (0.3039254486560822) | > loss_disc_real_5: 0.2616184949874878 (0.2452078193426132) | > loss_0: 2.3454980850219727 (2.2048925399780273) | > loss_gen: 3.1677823066711426 (3.0531654357910156) | > loss_kl: 2.1009509563446045 (2.022815537452698) | > loss_feat: 7.016290187835693 (7.510190868377686) | > loss_mel: 20.292301177978516 (19.945834732055665) | > loss_duration: 2.367340564727783 (2.313849925994873) | > loss_1: 34.944664001464844 (34.845856475830075)  --> STEP: 6 | > loss_disc: 2.424456834793091 (2.241486589113871) | > loss_disc_real_0: 0.14555111527442932 (0.1357165394971768) | > loss_disc_real_1: 0.19090868532657623 (0.14354712764422098) | > loss_disc_real_2: 0.3200995922088623 (0.31033387531836826) | > loss_disc_real_3: 0.29990917444229126 (0.27653751025597256) | > loss_disc_real_4: 0.25564780831336975 (0.29587917526563007) | > loss_disc_real_5: 0.2503136992454529 (0.24605879932641983) | > loss_0: 2.424456834793091 (2.241486589113871) | > loss_gen: 2.8233346939086914 (3.0148603121439614) | > loss_kl: 1.8204914331436157 (1.989094853401184) | > loss_feat: 6.2988176345825195 (7.308295329411824) | > loss_mel: 18.613853454589844 (19.723837852478027) | > loss_duration: 2.1656346321105957 (2.28914737701416) | > loss_1: 31.722129821777344 (34.32523536682129)  --> STEP: 7 | > loss_disc: 2.6385128498077393 (2.298204626355852) | > loss_disc_real_0: 0.2812078595161438 (0.15650101378560066) | > loss_disc_real_1: 0.1674199104309082 (0.1469575251851763) | > loss_disc_real_2: 0.38283443450927734 (0.32069109805992674) | > loss_disc_real_3: 0.36837732791900635 (0.2896574842078345) | > loss_disc_real_4: 0.31788569688796997 (0.2990229640688215) | > loss_disc_real_5: 0.3204500377178192 (0.25668611909661976) | > loss_0: 2.6385128498077393 (2.298204626355852) | > loss_gen: 3.210432767868042 (3.042799234390259) | > loss_kl: 3.157740831375122 (2.1560442788260326) | > loss_feat: 5.654464244842529 (7.072033745901925) | > loss_mel: 17.864154815673828 (19.458168847220286) | > loss_duration: 2.4269371032714844 (2.3088316236223494) | > loss_1: 32.31372833251953 (34.037877219063894)  --> STEP: 8 | > loss_disc: 2.3380556106567383 (2.303185999393463) | > loss_disc_real_0: 0.25838226079940796 (0.16923616966232657) | > loss_disc_real_1: 0.1536651998758316 (0.14779598452150822) | > loss_disc_real_2: 0.3402111828327179 (0.3231311086565256) | > loss_disc_real_3: 0.23044343292713165 (0.28225572779774666) | > loss_disc_real_4: 0.21492847800254822 (0.28851115331053734) | > loss_disc_real_5: 0.19272996485233307 (0.2486915998160839) | > loss_0: 2.3380556106567383 (2.303185999393463) | > loss_gen: 2.842273235321045 (3.017733484506607) | > loss_kl: 2.1957831382751465 (2.1610116362571716) | > loss_feat: 9.27110767364502 (7.346917986869812) | > loss_mel: 18.190404891967773 (19.29969835281372) | > loss_duration: 2.1536083221435547 (2.2894287109375) | > loss_1: 34.653175354003906 (34.1147894859314)  --> STEP: 9 | > loss_disc: 2.4427692890167236 (2.3186952537960477) | > loss_disc_real_0: 0.09717566519975662 (0.16122944694426325) | > loss_disc_real_1: 0.16869395971298218 (0.15011798176500532) | > loss_disc_real_2: 0.3782084286212921 (0.329250810874833) | > loss_disc_real_3: 0.2918410003185272 (0.2833207580778334) | > loss_disc_real_4: 0.35269275307655334 (0.295642442173428) | > loss_disc_real_5: 0.35189852118492126 (0.2601590355237325) | > loss_0: 2.4427692890167236 (2.3186952537960477) | > loss_gen: 3.0351850986480713 (3.0196725527445474) | > loss_kl: 2.077143669128418 (2.1516929732428656) | > loss_feat: 8.067667007446289 (7.427001211378309) | > loss_mel: 20.503616333007812 (19.43346701727973) | > loss_duration: 2.1142542362213135 (2.2699648804134793) | > loss_1: 35.79786682128906 (34.30179807874892)  --> STEP: 10 | > loss_disc: 2.504960536956787 (2.3373217821121215) | > loss_disc_real_0: 0.271496057510376 (0.1722561080008745) | > loss_disc_real_1: 0.17380553483963013 (0.1524867370724678) | > loss_disc_real_2: 0.3631291091442108 (0.3326386407017708) | > loss_disc_real_3: 0.2687718868255615 (0.2818658709526062) | > loss_disc_real_4: 0.26104477047920227 (0.2921826750040054) | > loss_disc_real_5: 0.17853587865829468 (0.25199671983718874) | > loss_0: 2.504960536956787 (2.3373217821121215) | > loss_gen: 2.785494565963745 (2.9962547540664675) | > loss_kl: 2.3859498500823975 (2.175118660926819) | > loss_feat: 6.882917404174805 (7.372592830657959) | > loss_mel: 19.6896915435791 (19.459089469909667) | > loss_duration: 2.3420591354370117 (2.2771743059158327) | > loss_1: 34.08611297607422 (34.280229568481445)  --> STEP: 11 | > loss_disc: 2.2383995056152344 (2.328328847885132) | > loss_disc_real_0: 0.14988522231578827 (0.17022239112041213) | > loss_disc_real_1: 0.13154995441436768 (0.1505833931944587) | > loss_disc_real_2: 0.3329160511493683 (0.33266385983337055) | > loss_disc_real_3: 0.2674503028392792 (0.28055536476048554) | > loss_disc_real_4: 0.314509779214859 (0.29421241175044666) | > loss_disc_real_5: 0.2540879249572754 (0.25218682939356024) | > loss_0: 2.2383995056152344 (2.328328847885132) | > loss_gen: 2.9203686714172363 (2.9893560192801734) | > loss_kl: 2.458390474319458 (2.200870643962513) | > loss_feat: 6.65056037902832 (7.306953516873446) | > loss_mel: 18.893043518066406 (19.407630747014824) | > loss_duration: 2.408618450164795 (2.289123773574829) | > loss_1: 33.33098220825195 (34.193934353915125)  --> STEP: 12 | > loss_disc: 2.091590166091919 (2.3086006244023642) | > loss_disc_real_0: 0.112775519490242 (0.16543515181789795) | > loss_disc_real_1: 0.1573951244354248 (0.1511510374645392) | > loss_disc_real_2: 0.3566976487636566 (0.3346666755775611) | > loss_disc_real_3: 0.28032800555229187 (0.28053641815980274) | > loss_disc_real_4: 0.26163631677627563 (0.29149773716926575) | > loss_disc_real_5: 0.21304599940776825 (0.2489250935614109) | > loss_0: 2.091590166091919 (2.3086006244023642) | > loss_gen: 3.401066303253174 (3.023665209611257) | > loss_kl: 1.815765380859375 (2.1687785387039185) | > loss_feat: 8.0147123336792 (7.365933418273926) | > loss_mel: 20.17235565185547 (19.47135782241821) | > loss_duration: 2.234694480895996 (2.2845879991849265) | > loss_1: 35.63859558105469 (34.31432278951009)  --> STEP: 13 | > loss_disc: 2.6421828269958496 (2.334260793832632) | > loss_disc_real_0: 0.2408386468887329 (0.17123542066950065) | > loss_disc_real_1: 0.18310487270355225 (0.15360902479061714) | > loss_disc_real_2: 0.34060490131378174 (0.335123462172655) | > loss_disc_real_3: 0.33323171734809875 (0.2845899027127486) | > loss_disc_real_4: 0.2846545875072479 (0.2909713410414182) | > loss_disc_real_5: 0.2893441319465637 (0.25203425036026883) | > loss_0: 2.6421828269958496 (2.334260793832632) | > loss_gen: 2.6998839378356934 (2.9987589579362135) | > loss_kl: 2.2331972122192383 (2.17373382128202) | > loss_feat: 4.888848781585693 (7.1753884462209845) | > loss_mel: 17.14834213256836 (19.292664307814373) | > loss_duration: 2.1266422271728516 (2.272438324414767) | > loss_1: 29.096914291381836 (33.912983674269455)  --> STEP: 14 | > loss_disc: 2.440516471862793 (2.3418504851205006) | > loss_disc_real_0: 0.1108078733086586 (0.16691916728658335) | > loss_disc_real_1: 0.1690971404314041 (0.15471531876495906) | > loss_disc_real_2: 0.33778613805770874 (0.3353136533073017) | > loss_disc_real_3: 0.32135680317878723 (0.28721610988889423) | > loss_disc_real_4: 0.29651060700416565 (0.2913670028959002) | > loss_disc_real_5: 0.24396276473999023 (0.25145771567310604) | > loss_0: 2.440516471862793 (2.3418504851205006) | > loss_gen: 2.923917055130005 (2.99341310773577) | > loss_kl: 2.675518274307251 (2.2095755679266795) | > loss_feat: 7.2214531898498535 (7.178678785051618) | > loss_mel: 18.947832107543945 (19.268033436366487) | > loss_duration: 2.3658833503723145 (2.2791129691260203) | > loss_1: 34.134605407714844 (33.928813798086985)  --> STEP: 15 | > loss_disc: 2.3671083450317383 (2.3435343424479167) | > loss_disc_real_0: 0.17012515664100647 (0.16713289991021157) | > loss_disc_real_1: 0.11023156344890594 (0.1517497350772222) | > loss_disc_real_2: 0.38029947876930237 (0.33831270833810173) | > loss_disc_real_3: 0.2613588571548462 (0.28549229303995766) | > loss_disc_real_4: 0.27156972885131836 (0.2900471846262614) | > loss_disc_real_5: 0.22067241370677948 (0.24940536220868428) | > loss_0: 2.3671083450317383 (2.3435343424479167) | > loss_gen: 2.84505295753479 (2.9835224310557047) | > loss_kl: 2.6913068294525146 (2.241690985361735) | > loss_feat: 8.39533805847168 (7.259789403279623) | > loss_mel: 18.748397827148438 (19.233391062418615) | > loss_duration: 2.2766454219818115 (2.2789484659830728) | > loss_1: 34.95674133300781 (33.99734230041504)  --> STEP: 16 | > loss_disc: 2.616199016571045 (2.360575884580612) | > loss_disc_real_0: 0.2548082172870636 (0.17261260724626482) | > loss_disc_real_1: 0.1422300934791565 (0.15115475747734308) | > loss_disc_real_2: 0.38776925206184387 (0.3414037423208356) | > loss_disc_real_3: 0.33688831329345703 (0.2887045443058014) | > loss_disc_real_4: 0.33197370171546936 (0.2926675919443369) | > loss_disc_real_5: 0.27508774399757385 (0.2510105110704899) | > loss_0: 2.616199016571045 (2.360575884580612) | > loss_gen: 2.9096765518188477 (2.978907063603401) | > loss_kl: 2.031059741973877 (2.228526532649994) | > loss_feat: 5.576228141784668 (7.154566824436188) | > loss_mel: 16.256486892700195 (19.047334551811215) | > loss_duration: 2.3478543758392334 (2.283255085349083) | > loss_1: 29.121307373046875 (33.69259011745453)  --> STEP: 17 | > loss_disc: 2.787702798843384 (2.385700997184305) | > loss_disc_real_0: 0.30325236916542053 (0.18029729912386222) | > loss_disc_real_1: 0.2331048995256424 (0.1559753540684195) | > loss_disc_real_2: 0.39462265372276306 (0.344534266520949) | > loss_disc_real_3: 0.35059991478919983 (0.29234544845188365) | > loss_disc_real_4: 0.33855992555618286 (0.29536714098032785) | > loss_disc_real_5: 0.33108943700790405 (0.2557210361256319) | > loss_0: 2.787702798843384 (2.385700997184305) | > loss_gen: 2.9186835289001465 (2.975364502738504) | > loss_kl: 2.098233699798584 (2.2208622483646168) | > loss_feat: 4.042905330657959 (6.971527913037469) | > loss_mel: 17.226802825927734 (18.940244450288656) | > loss_duration: 2.3286044597625732 (2.2859226956087) | > loss_1: 28.615230560302734 (33.3939219082103)  --> STEP: 18 | > loss_disc: 1.871605634689331 (2.357140143712362) | > loss_disc_real_0: 0.07885266840457916 (0.17466148630612427) | > loss_disc_real_1: 0.10234588384628296 (0.15299593905607858) | > loss_disc_real_2: 0.2680320739746094 (0.340284144712819) | > loss_disc_real_3: 0.1959000676870346 (0.2869873717427254) | > loss_disc_real_4: 0.1815870851278305 (0.2890460267663002) | > loss_disc_real_5: 0.16364991664886475 (0.2506059739324782) | > loss_0: 1.871605634689331 (2.357140143712362) | > loss_gen: 2.8944661617279053 (2.9708701504601374) | > loss_kl: 2.5779078006744385 (2.2406981123818293) | > loss_feat: 10.232333183288574 (7.152683761384752) | > loss_mel: 22.03372573852539 (19.112104521857365) | > loss_duration: 2.2381961345672607 (2.283271219995287) | > loss_1: 39.97663116455078 (33.759627978006996)  --> STEP: 19 | > loss_disc: 2.1693649291992188 (2.347257237685354) | > loss_disc_real_0: 0.14895860850811005 (0.1733087032641235) | > loss_disc_real_1: 0.11109303683042526 (0.15079052314946526) | > loss_disc_real_2: 0.41294512152671814 (0.3441084066503926) | > loss_disc_real_3: 0.24374449253082275 (0.2847114307315726) | > loss_disc_real_4: 0.2633001208305359 (0.2876909790854705) | > loss_disc_real_5: 0.16332074999809265 (0.24601201477803683) | > loss_0: 2.1693649291992188 (2.347257237685354) | > loss_gen: 3.216113567352295 (2.983777698717619) | > loss_kl: 1.8909245729446411 (2.2222889787272404) | > loss_feat: 8.81663990020752 (7.240260400270161) | > loss_mel: 19.561782836914062 (19.13577180159719) | > loss_duration: 2.281094551086426 (2.283156658473768) | > loss_1: 35.76655578613281 (33.865255757382045)  --> STEP: 20 | > loss_disc: 2.4133682250976562 (2.3505627870559693) | > loss_disc_real_0: 0.14942830801010132 (0.1721146835014224) | > loss_disc_real_1: 0.14687177538871765 (0.15059458576142787) | > loss_disc_real_2: 0.3699844777584076 (0.3454022102057933) | > loss_disc_real_3: 0.3488467335700989 (0.2879181958734989) | > loss_disc_real_4: 0.3125946521759033 (0.2889361627399921) | > loss_disc_real_5: 0.33975496888160706 (0.25069916248321533) | > loss_0: 2.4133682250976562 (2.3505627870559693) | > loss_gen: 3.4443817138671875 (3.0068078994750977) | > loss_kl: 1.8906480073928833 (2.2057069301605225) | > loss_feat: 6.47899055480957 (7.2021969079971315) | > loss_mel: 20.437728881835938 (19.20086965560913) | > loss_duration: 2.3055365085601807 (2.2842756509780884) | > loss_1: 34.55728530883789 (33.89985723495484)  --> STEP: 21 | > loss_disc: 2.6093122959136963 (2.3628841922396706) | > loss_disc_real_0: 0.2213110476732254 (0.1744573675096035) | > loss_disc_real_1: 0.22068612277507782 (0.15393227800017312) | > loss_disc_real_2: 0.3647829592227936 (0.3463251030161266) | > loss_disc_real_3: 0.31475332379341125 (0.28919605910778046) | > loss_disc_real_4: 0.27362874150276184 (0.28820723791917163) | > loss_disc_real_5: 0.2755427062511444 (0.2518821883769262) | > loss_0: 2.6093122959136963 (2.3628841922396706) | > loss_gen: 2.7711753845214844 (2.9955873035249256) | > loss_kl: 2.193403482437134 (2.205121051697504) | > loss_feat: 6.072307586669922 (7.148392654600597) | > loss_mel: 19.00558853149414 (19.191570554460796) | > loss_duration: 2.1551666259765625 (2.278127602168492) | > loss_1: 32.19763946533203 (33.81879924592518)  --> STEP: 22 | > loss_disc: 2.467395067214966 (2.3676346865567295) | > loss_disc_real_0: 0.2176647186279297 (0.17642133801498197) | > loss_disc_real_1: 0.1495988816022873 (0.15373530543663286) | > loss_disc_real_2: 0.292043536901474 (0.34385775910182426) | > loss_disc_real_3: 0.3362973928451538 (0.29133702882311563) | > loss_disc_real_4: 0.32569730281829834 (0.28991133177822287) | > loss_disc_real_5: 0.24311168491840363 (0.25148352912881156) | > loss_0: 2.467395067214966 (2.3676346865567295) | > loss_gen: 2.9462153911590576 (2.9933431256901133) | > loss_kl: 1.7988914251327515 (2.1866560686718337) | > loss_feat: 7.1100335121154785 (7.14664905721491) | > loss_mel: 18.788970947265625 (19.17327057231556) | > loss_duration: 2.167955160140991 (2.2731197638945146) | > loss_1: 32.81206512451172 (33.773038604042746)  --> STEP: 23 | > loss_disc: 2.348567485809326 (2.3668056778285815) | > loss_disc_real_0: 0.10498321056365967 (0.17331533247362013) | > loss_disc_real_1: 0.14591224491596222 (0.15339517237051672) | > loss_disc_real_2: 0.329262912273407 (0.34322320054406696) | > loss_disc_real_3: 0.2748199999332428 (0.2906188971322516) | > loss_disc_real_4: 0.30193620920181274 (0.29043415253577026) | > loss_disc_real_5: 0.27602913975715637 (0.2525507295909135) | > loss_0: 2.348567485809326 (2.3668056778285815) | > loss_gen: 2.904905080795288 (2.989497993303382) | > loss_kl: 2.3603382110595703 (2.1942074661669526) | > loss_feat: 8.585765838623047 (7.209219352058742) | > loss_mel: 21.19584083557129 (19.261208409848415) | > loss_duration: 2.3002877235412598 (2.2743009795313296) | > loss_1: 37.347137451171875 (33.928434206091836)  --> STEP: 24 | > loss_disc: 2.2147223949432373 (2.3604688743750253) | > loss_disc_real_0: 0.1846117377281189 (0.17378601602589092) | > loss_disc_real_1: 0.1435401886701584 (0.15298454804966846) | > loss_disc_real_2: 0.33325254917144775 (0.3428077567368745) | > loss_disc_real_3: 0.3169911205768585 (0.29171773977577686) | > loss_disc_real_4: 0.36296355724334717 (0.2934562110652526) | > loss_disc_real_5: 0.2732122540473938 (0.25341162644326687) | > loss_0: 2.2147223949432373 (2.3604688743750253) | > loss_gen: 3.7493553161621094 (3.0211587150891623) | > loss_kl: 2.605947971343994 (2.2113633205493293) | > loss_feat: 7.271941661834717 (7.211832781632741) | > loss_mel: 20.40170669555664 (19.308729171752926) | > loss_duration: 2.3950343132019043 (2.279331535100937) | > loss_1: 36.423988342285156 (34.03241562843322)  --> STEP: 25 | > loss_disc: 2.2079591751098633 (2.354368486404419) | > loss_disc_real_0: 0.10174043476581573 (0.1709041927754879) | > loss_disc_real_1: 0.2054387778043747 (0.15508271723985673) | > loss_disc_real_2: 0.4037083685398102 (0.3452437812089919) | > loss_disc_real_3: 0.3446430265903473 (0.29383475124835967) | > loss_disc_real_4: 0.2814648449420929 (0.2929765564203262) | > loss_disc_real_5: 0.19843889772891998 (0.25121271729469297) | > loss_0: 2.2079591751098633 (2.354368486404419) | > loss_gen: 3.3035876750946045 (3.03245587348938) | > loss_kl: 2.3102405071258545 (2.21531840801239) | > loss_feat: 8.851466178894043 (7.277418117523194) | > loss_mel: 17.683971405029297 (19.24373886108398) | > loss_duration: 2.3120083808898926 (2.2806386089324953) | > loss_1: 34.461273193359375 (34.04956993103026)  --> STEP: 26 | > loss_disc: 2.326401472091675 (2.353292832007775) | > loss_disc_real_0: 0.14397430419921875 (0.16986842783024678) | > loss_disc_real_1: 0.11414489895105362 (0.15350818576721045) | > loss_disc_real_2: 0.2181628942489624 (0.34035605478745234) | > loss_disc_real_3: 0.21730288863182068 (0.2908912180708005) | > loss_disc_real_4: 0.46646353602409363 (0.29964913255893266) | > loss_disc_real_5: 0.19336551427841187 (0.24898782487098983) | > loss_0: 2.326401472091675 (2.353292832007775) | > loss_gen: 3.052281379699707 (3.0332183929590077) | > loss_kl: 1.9562349319458008 (2.205353658932906) | > loss_feat: 9.648649215698242 (7.368619313606849) | > loss_mel: 19.35274314880371 (19.247931333688584) | > loss_duration: 2.28194522857666 (2.280688863534194) | > loss_1: 36.29185104370117 (34.135811512286836) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025071180783785307 (+4.044862893911585e-05) | > avg_loss_disc: 2.353292832007775 (-0.01842849988203854) | > avg_loss_disc_real_0: 0.16986842783024678 (+0.09452577837957785) | > avg_loss_disc_real_1: 0.15350818576721045 (-0.05700618716386649) | > avg_loss_disc_real_2: 0.34035605478745234 (+0.13801390161881075) | > avg_loss_disc_real_3: 0.2908912180708005 (+0.030327906402257743) | > avg_loss_disc_real_4: 0.29964913255893266 (+0.06944969583016175) | > avg_loss_disc_real_5: 0.24898782487098983 (+0.021596402502976897) | > avg_loss_0: 2.353292832007775 (-0.01842849988203854) | > avg_loss_gen: 3.0332183929590077 (+0.7302547784952016) | > avg_loss_kl: 2.205353658932906 (-0.05183489047563983) | > avg_loss_feat: 7.368619313606849 (-0.27956870885995766) | > avg_loss_mel: 19.247931333688584 (-0.318819963015045) | > avg_loss_duration: 2.280688863534194 (+0.00024381050696797857) | > avg_loss_1: 34.135811512286836 (+0.08027458190916548)  > EPOCH: 186/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:06:02)   --> TIME: 2024-06-10 23:06:09 -- STEP: 19/330 -- GLOBAL_STEP: 149400 | > loss_disc: 2.344768762588501 (2.317370552765696) | > loss_disc_real_0: 0.09654758870601654 (0.10625798078744035) | > loss_disc_real_1: 0.18189272284507751 (0.20075985710871846) | > loss_disc_real_2: 0.20094729959964752 (0.21089282004456772) | > loss_disc_real_3: 0.20346970856189728 (0.23601481789036802) | > loss_disc_real_4: 0.213863343000412 (0.24307604761500107) | > loss_disc_real_5: 0.2137066125869751 (0.22202251224141373) | > loss_0: 2.344768762588501 (2.317370552765696) | > grad_norm_0: tensor(7.6353, device='cuda:0') (tensor(9.9249, device='cuda:0')) | > loss_gen: 2.3493239879608154 (2.5261054917385706) | > loss_kl: 1.9037331342697144 (1.699084946983739) | > loss_feat: 7.450828552246094 (6.956786306280839) | > loss_mel: 18.005067825317383 (19.291122336136667) | > loss_duration: 2.084657669067383 (2.1759754231101587) | > loss_1: 31.793611526489258 (32.6490747552169) | > grad_norm_1: tensor(62.9923, device='cuda:0') (tensor(100.8855, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3468 (0.3475215058577688) | > loader_time: 0.0031 (0.0030710195240221524)  --> TIME: 2024-06-10 23:06:18 -- STEP: 44/330 -- GLOBAL_STEP: 149425 | > loss_disc: 2.3586621284484863 (2.3030021190643306) | > loss_disc_real_0: 0.11120408773422241 (0.11011057965118777) | > loss_disc_real_1: 0.20253290235996246 (0.20219986614855853) | > loss_disc_real_2: 0.23704993724822998 (0.21194690533659674) | > loss_disc_real_3: 0.2279714047908783 (0.22865004058588634) | > loss_disc_real_4: 0.2547466456890106 (0.23193984783508562) | > loss_disc_real_5: 0.22849223017692566 (0.2176332605833357) | > loss_0: 2.3586621284484863 (2.3030021190643306) | > grad_norm_0: tensor(13.7789, device='cuda:0') (tensor(11.4813, device='cuda:0')) | > loss_gen: 2.5041821002960205 (2.566986923868006) | > loss_kl: 1.8777871131896973 (1.7256922180002385) | > loss_feat: 7.573941230773926 (7.21399969404394) | > loss_mel: 19.027070999145508 (19.39812495491721) | > loss_duration: 1.9727922677993774 (2.103222443298861) | > loss_1: 32.95577621459961 (33.008026426488705) | > grad_norm_1: tensor(285.8998, device='cuda:0') (tensor(130.2213, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3569 (0.349750280380249) | > loader_time: 0.0035 (0.0032145489345897327)  --> TIME: 2024-06-10 23:06:28 -- STEP: 69/330 -- GLOBAL_STEP: 149450 | > loss_disc: 2.246009111404419 (2.295910071635592) | > loss_disc_real_0: 0.12158862501382828 (0.11020731564233269) | > loss_disc_real_1: 0.16475097835063934 (0.20043347689552585) | > loss_disc_real_2: 0.19781704246997833 (0.214426106084948) | > loss_disc_real_3: 0.22584189474582672 (0.22633330912693686) | > loss_disc_real_4: 0.2484981119632721 (0.22658605441667032) | > loss_disc_real_5: 0.21378245949745178 (0.21366620906021283) | > loss_0: 2.246009111404419 (2.295910071635592) | > grad_norm_0: tensor(28.1238, device='cuda:0') (tensor(13.2893, device='cuda:0')) | > loss_gen: 2.6976888179779053 (2.559677431548851) | > loss_kl: 1.681812047958374 (1.7276019410810608) | > loss_feat: 7.38124942779541 (7.241324106852214) | > loss_mel: 18.14487648010254 (19.309507259424183) | > loss_duration: 2.001782178878784 (2.079982071683027) | > loss_1: 31.90740966796875 (32.91809286587479) | > grad_norm_1: tensor(435.2292, device='cuda:0') (tensor(155.6340, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.349 (0.3516266415084618) | > loader_time: 0.0037 (0.0033515536266824474)  --> TIME: 2024-06-10 23:06:37 -- STEP: 94/330 -- GLOBAL_STEP: 149475 | > loss_disc: 2.3222358226776123 (2.2868674993515024) | > loss_disc_real_0: 0.09150592982769012 (0.10889245248696905) | > loss_disc_real_1: 0.15618999302387238 (0.20010548592247862) | > loss_disc_real_2: 0.21297487616539001 (0.21325169598802607) | > loss_disc_real_3: 0.2040005326271057 (0.2246434929523062) | > loss_disc_real_4: 0.23021884262561798 (0.22397049960303814) | > loss_disc_real_5: 0.18193913996219635 (0.21149194494206855) | > loss_0: 2.3222358226776123 (2.2868674993515024) | > grad_norm_0: tensor(14.1502, device='cuda:0') (tensor(13.8612, device='cuda:0')) | > loss_gen: 2.6202304363250732 (2.575562776403224) | > loss_kl: 1.706525206565857 (1.7363504082598584) | > loss_feat: 7.88965368270874 (7.312566726765734) | > loss_mel: 20.94103240966797 (19.294155628123185) | > loss_duration: 2.0798850059509277 (2.070913200682782) | > loss_1: 35.237327575683594 (32.989548744039325) | > grad_norm_1: tensor(193.5598, device='cuda:0') (tensor(173.0749, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3552 (0.3559184378765999) | > loader_time: 0.0036 (0.0034603489206192343)  --> TIME: 2024-06-10 23:06:46 -- STEP: 119/330 -- GLOBAL_STEP: 149500 | > loss_disc: 2.1764185428619385 (2.2852656500680117) | > loss_disc_real_0: 0.16008980572223663 (0.11090571787051794) | > loss_disc_real_1: 0.19098295271396637 (0.19944436347284236) | > loss_disc_real_2: 0.22059494256973267 (0.2136225521314044) | > loss_disc_real_3: 0.20848816633224487 (0.22528079565332718) | > loss_disc_real_4: 0.21238069236278534 (0.2229313509804862) | > loss_disc_real_5: 0.19711972773075104 (0.21224333834247427) | > loss_0: 2.1764185428619385 (2.2852656500680117) | > grad_norm_0: tensor(49.1102, device='cuda:0') (tensor(16.0545, device='cuda:0')) | > loss_gen: 2.7255067825317383 (2.590092194180529) | > loss_kl: 1.7413852214813232 (1.739022143748628) | > loss_feat: 7.982840061187744 (7.354148836696849) | > loss_mel: 19.159345626831055 (19.311380530605792) | > loss_duration: 2.051645278930664 (2.068207291995777) | > loss_1: 33.66072082519531 (33.06285111242984) | > grad_norm_1: tensor(262.8796, device='cuda:0') (tensor(191.4654, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3577 (0.3577703868641573) | > loader_time: 0.004 (0.003574445468037068) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_149500.pth  --> TIME: 2024-06-10 23:07:01 -- STEP: 144/330 -- GLOBAL_STEP: 149525 | > loss_disc: 2.3410377502441406 (2.292098649673992) | > loss_disc_real_0: 0.16357973217964172 (0.11077944269507295) | > loss_disc_real_1: 0.17731688916683197 (0.19921654007501072) | > loss_disc_real_2: 0.19947078824043274 (0.21435454932765832) | > loss_disc_real_3: 0.1891206055879593 (0.2259103793443905) | > loss_disc_real_4: 0.20508064329624176 (0.22298759625603756) | > loss_disc_real_5: 0.2177991271018982 (0.21392102187706366) | > loss_0: 2.3410377502441406 (2.292098649673992) | > grad_norm_0: tensor(24.9636, device='cuda:0') (tensor(17.9650, device='cuda:0')) | > loss_gen: 2.685650110244751 (2.5931936038864984) | > loss_kl: 1.747763752937317 (1.7447478754652872) | > loss_feat: 7.404898166656494 (7.359238614638646) | > loss_mel: 19.442981719970703 (19.284811933835343) | > loss_duration: 2.05078387260437 (2.070091628366046) | > loss_1: 33.33207702636719 (33.05208379692502) | > grad_norm_1: tensor(379.6970, device='cuda:0') (tensor(211.2064, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3805 (0.3606653610865276) | > loader_time: 0.0043 (0.003705797923935784)  --> TIME: 2024-06-10 23:07:10 -- STEP: 169/330 -- GLOBAL_STEP: 149550 | > loss_disc: 2.343471050262451 (2.2873799024954353) | > loss_disc_real_0: 0.09744349867105484 (0.1103953271883832) | > loss_disc_real_1: 0.16857179999351501 (0.19895437677231056) | > loss_disc_real_2: 0.2295529544353485 (0.21397188208864995) | > loss_disc_real_3: 0.22415581345558167 (0.22503733141182442) | > loss_disc_real_4: 0.23721528053283691 (0.222561057590874) | > loss_disc_real_5: 0.21667079627513885 (0.2137671556522155) | > loss_0: 2.343471050262451 (2.2873799024954353) | > grad_norm_0: tensor(19.5436, device='cuda:0') (tensor(19.1024, device='cuda:0')) | > loss_gen: 2.451387643814087 (2.5970182616329747) | > loss_kl: 1.716078758239746 (1.7459383504630546) | > loss_feat: 7.81602144241333 (7.376543090188291) | > loss_mel: 18.56731605529785 (19.277092160557856) | > loss_duration: 2.104858160018921 (2.072756150770469) | > loss_1: 32.655662536621094 (33.06934819419001) | > grad_norm_1: tensor(285.6675, device='cuda:0') (tensor(221.1445, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3769 (0.36341521302623864) | > loader_time: 0.0051 (0.0038331260342569745)  --> TIME: 2024-06-10 23:07:20 -- STEP: 194/330 -- GLOBAL_STEP: 149575 | > loss_disc: 2.2112205028533936 (2.2848000882827133) | > loss_disc_real_0: 0.15227553248405457 (0.11081262833448415) | > loss_disc_real_1: 0.24980150163173676 (0.19925380882221394) | > loss_disc_real_2: 0.2211979627609253 (0.21386477374231697) | > loss_disc_real_3: 0.23914042115211487 (0.22466610149317182) | > loss_disc_real_4: 0.2539655566215515 (0.22186535635252588) | > loss_disc_real_5: 0.21101650595664978 (0.21324869729194446) | > loss_0: 2.2112205028533936 (2.2848000882827133) | > grad_norm_0: tensor(20.1513, device='cuda:0') (tensor(19.9857, device='cuda:0')) | > loss_gen: 2.8983640670776367 (2.5990756811554894) | > loss_kl: 1.6819841861724854 (1.7496457972477393) | > loss_feat: 7.394256591796875 (7.390926220982345) | > loss_mel: 19.71685028076172 (19.281945779151524) | > loss_duration: 2.0861401557922363 (2.078089234755212) | > loss_1: 33.77759552001953 (33.09968285708081) | > grad_norm_1: tensor(286.2335, device='cuda:0') (tensor(233.0499, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3905 (0.366652391620518) | > loader_time: 0.0045 (0.003948250996697811)  --> TIME: 2024-06-10 23:07:31 -- STEP: 219/330 -- GLOBAL_STEP: 149600 | > loss_disc: 2.2497005462646484 (2.285173392186971) | > loss_disc_real_0: 0.15397705137729645 (0.11155682208535334) | > loss_disc_real_1: 0.18345409631729126 (0.19888259701805025) | > loss_disc_real_2: 0.22403384745121002 (0.2138722061294399) | > loss_disc_real_3: 0.21233464777469635 (0.2246910261509081) | > loss_disc_real_4: 0.2186720073223114 (0.2218561160237822) | > loss_disc_real_5: 0.24166549742221832 (0.21353321144842122) | > loss_0: 2.2497005462646484 (2.285173392186971) | > grad_norm_0: tensor(60.5498, device='cuda:0') (tensor(21.8881, device='cuda:0')) | > loss_gen: 2.7061092853546143 (2.6004318418023793) | > loss_kl: 1.9119231700897217 (1.7498636599545065) | > loss_feat: 9.06021785736084 (7.420542910763118) | > loss_mel: 19.341434478759766 (19.250641992647346) | > loss_duration: 2.131469249725342 (2.084145542693465) | > loss_1: 35.151153564453125 (33.10562615416363) | > grad_norm_1: tensor(582.4500, device='cuda:0') (tensor(248.9387, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.3949 (0.3710670460304713) | > loader_time: 0.0048 (0.004069132347629496)  --> TIME: 2024-06-10 23:07:41 -- STEP: 244/330 -- GLOBAL_STEP: 149625 | > loss_disc: 2.411858320236206 (2.279169578044141) | > loss_disc_real_0: 0.07027466595172882 (0.11190946499404848) | > loss_disc_real_1: 0.22140420973300934 (0.1987507591237787) | > loss_disc_real_2: 0.21892862021923065 (0.21326843264405848) | > loss_disc_real_3: 0.18945260345935822 (0.22389246047031683) | > loss_disc_real_4: 0.21178169548511505 (0.22072057474832066) | > loss_disc_real_5: 0.19439741969108582 (0.21247149710772467) | > loss_0: 2.411858320236206 (2.279169578044141) | > grad_norm_0: tensor(11.9609, device='cuda:0') (tensor(23.2770, device='cuda:0')) | > loss_gen: 2.2857162952423096 (2.6051190280523455) | > loss_kl: 1.734083890914917 (1.750348786838719) | > loss_feat: 7.00240421295166 (7.440313945051099) | > loss_mel: 18.448139190673828 (19.20721476976988) | > loss_duration: 2.088754653930664 (2.091709459414248) | > loss_1: 31.559099197387695 (33.09470619920822) | > grad_norm_1: tensor(160.5930, device='cuda:0') (tensor(263.3688, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.4247 (0.37585971883085906) | > loader_time: 0.0064 (0.004188686120705528)  --> TIME: 2024-06-10 23:07:52 -- STEP: 269/330 -- GLOBAL_STEP: 149650 | > loss_disc: 2.2659049034118652 (2.276137832372162) | > loss_disc_real_0: 0.10464148968458176 (0.11211089904811303) | > loss_disc_real_1: 0.23621651530265808 (0.19859232612258879) | > loss_disc_real_2: 0.20025482773780823 (0.21343706542674493) | > loss_disc_real_3: 0.22895090281963348 (0.22413814926457667) | > loss_disc_real_4: 0.21525147557258606 (0.22059208664309138) | > loss_disc_real_5: 0.19459083676338196 (0.21218454344786675) | > loss_0: 2.2659049034118652 (2.276137832372162) | > grad_norm_0: tensor(48.6661, device='cuda:0') (tensor(23.3628, device='cuda:0')) | > loss_gen: 2.5158743858337402 (2.6081773853656527) | > loss_kl: 1.6570464372634888 (1.7525117215613892) | > loss_feat: 7.351064682006836 (7.480713587268134) | > loss_mel: 18.408540725708008 (19.176854484586464) | > loss_duration: 2.184882640838623 (2.098366759523583) | > loss_1: 32.117408752441406 (33.11662412310176) | > grad_norm_1: tensor(229.4362, device='cuda:0') (tensor(268.0891, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.4278 (0.38111679172870405) | > loader_time: 0.0056 (0.004339794244021732)  --> TIME: 2024-06-10 23:08:04 -- STEP: 294/330 -- GLOBAL_STEP: 149675 | > loss_disc: 2.3834123611450195 (2.2763649265782355) | > loss_disc_real_0: 0.11516159772872925 (0.11324431147857182) | > loss_disc_real_1: 0.22498862445354462 (0.1990153211720135) | > loss_disc_real_2: 0.23430275917053223 (0.21372259666725082) | > loss_disc_real_3: 0.23129987716674805 (0.22362239364864064) | > loss_disc_real_4: 0.24223555624485016 (0.21967513377771902) | > loss_disc_real_5: 0.24194969236850739 (0.21125066417212385) | > loss_0: 2.3834123611450195 (2.2763649265782355) | > grad_norm_0: tensor(37.9798, device='cuda:0') (tensor(23.7938, device='cuda:0')) | > loss_gen: 2.5978078842163086 (2.6050820829106027) | > loss_kl: 1.8351948261260986 (1.7513136105472542) | > loss_feat: 7.899004936218262 (7.491419248840436) | > loss_mel: 18.129451751708984 (19.13773535384613) | > loss_duration: 2.24955415725708 (2.106906658938142) | > loss_1: 32.71101379394531 (33.0924571225432) | > grad_norm_1: tensor(503.0044, device='cuda:0') (tensor(273.8103, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.4741 (0.38759554000127894) | > loader_time: 0.0065 (0.004511129288446335)  --> TIME: 2024-06-10 23:08:17 -- STEP: 319/330 -- GLOBAL_STEP: 149700 | > loss_disc: 2.3157944679260254 (2.2791735445817807) | > loss_disc_real_0: 0.10502168536186218 (0.11432554165257555) | > loss_disc_real_1: 0.23510277271270752 (0.19909120255316298) | > loss_disc_real_2: 0.20349116623401642 (0.21371465262761316) | > loss_disc_real_3: 0.221866175532341 (0.22379470413381403) | > loss_disc_real_4: 0.18862585723400116 (0.21981770197239045) | > loss_disc_real_5: 0.21372050046920776 (0.21149606021780953) | > loss_0: 2.3157944679260254 (2.2791735445817807) | > grad_norm_0: tensor(22.8117, device='cuda:0') (tensor(25.3192, device='cuda:0')) | > loss_gen: 2.807762861251831 (2.605193909432821) | > loss_kl: 1.7225793600082397 (1.751240072205523) | > loss_feat: 8.511276245117188 (7.524132756977619) | > loss_mel: 17.53890037536621 (19.097005018993613) | > loss_duration: 2.286428928375244 (2.119620721541976) | > loss_1: 32.866947174072266 (33.09719259686601) | > grad_norm_1: tensor(418.0952, device='cuda:0') (tensor(284.9489, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.5561 (0.39746780156341854) | > loader_time: 0.009 (0.004767536743307563)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.449795961380005 (2.449795961380005) | > loss_disc_real_0: 0.12417499721050262 (0.12417499721050262) | > loss_disc_real_1: 0.24705393612384796 (0.24705393612384796) | > loss_disc_real_2: 0.3297199010848999 (0.3297199010848999) | > loss_disc_real_3: 0.30969566106796265 (0.30969566106796265) | > loss_disc_real_4: 0.22414369881153107 (0.22414369881153107) | > loss_disc_real_5: 0.17553943395614624 (0.17553943395614624) | > loss_0: 2.449795961380005 (2.449795961380005) | > loss_gen: 2.518836498260498 (2.518836498260498) | > loss_kl: 1.3432203531265259 (1.3432203531265259) | > loss_feat: 6.7025933265686035 (6.7025933265686035) | > loss_mel: 18.626497268676758 (18.626497268676758) | > loss_duration: 2.7742886543273926 (2.7742886543273926) | > loss_1: 31.965435028076172 (31.965435028076172)  --> STEP: 1 | > loss_disc: 2.095292091369629 (2.095292091369629) | > loss_disc_real_0: 0.12824906408786774 (0.12824906408786774) | > loss_disc_real_1: 0.20005135238170624 (0.20005135238170624) | > loss_disc_real_2: 0.2268657088279724 (0.2268657088279724) | > loss_disc_real_3: 0.26214292645454407 (0.26214292645454407) | > loss_disc_real_4: 0.19849975407123566 (0.19849975407123566) | > loss_disc_real_5: 0.2307939976453781 (0.2307939976453781) | > loss_0: 2.095292091369629 (2.095292091369629) | > loss_gen: 2.9993739128112793 (2.9993739128112793) | > loss_kl: 1.9384616613388062 (1.9384616613388062) | > loss_feat: 7.321952819824219 (7.321952819824219) | > loss_mel: 20.022907257080078 (20.022907257080078) | > loss_duration: 2.3233022689819336 (2.3233022689819336) | > loss_1: 34.60599899291992 (34.60599899291992)  --> STEP: 2 | > loss_disc: 2.248769998550415 (2.172031044960022) | > loss_disc_real_0: 0.08113076537847519 (0.10468991473317146) | > loss_disc_real_1: 0.15626198053359985 (0.17815666645765305) | > loss_disc_real_2: 0.24593670666217804 (0.23640120774507523) | > loss_disc_real_3: 0.3410438299179077 (0.3015933781862259) | > loss_disc_real_4: 0.28270456194877625 (0.24060215801000595) | > loss_disc_real_5: 0.24832656979560852 (0.23956028372049332) | > loss_0: 2.248769998550415 (2.172031044960022) | > loss_gen: 2.7209296226501465 (2.860151767730713) | > loss_kl: 2.1949586868286133 (2.0667101740837097) | > loss_feat: 6.3903303146362305 (6.856141567230225) | > loss_mel: 19.9669246673584 (19.99491596221924) | > loss_duration: 2.3305842876434326 (2.326943278312683) | > loss_1: 33.603729248046875 (34.1048641204834)  --> STEP: 3 | > loss_disc: 2.0004420280456543 (2.114834705988566) | > loss_disc_real_0: 0.10810544341802597 (0.10582842429478963) | > loss_disc_real_1: 0.17845027148723602 (0.17825453480084738) | > loss_disc_real_2: 0.22645212709903717 (0.23308484752972922) | > loss_disc_real_3: 0.25492626428604126 (0.286037673552831) | > loss_disc_real_4: 0.1732315868139267 (0.2181453009446462) | > loss_disc_real_5: 0.19424879550933838 (0.224456454316775) | > loss_0: 2.0004420280456543 (2.114834705988566) | > loss_gen: 2.827535629272461 (2.8492797215779624) | > loss_kl: 2.1746575832366943 (2.102692643801371) | > loss_feat: 9.171479225158691 (7.627920786539714) | > loss_mel: 18.76993179321289 (19.58658790588379) | > loss_duration: 2.2870073318481445 (2.313631296157837) | > loss_1: 35.23060989379883 (34.48011271158854)  --> STEP: 4 | > loss_disc: 2.3507869243621826 (2.17382276058197) | > loss_disc_real_0: 0.06680986285209656 (0.09607378393411636) | > loss_disc_real_1: 0.20721310377120972 (0.18549417704343796) | > loss_disc_real_2: 0.23216618597507477 (0.2328551821410656) | > loss_disc_real_3: 0.33361607789993286 (0.2979322746396065) | > loss_disc_real_4: 0.22757087647914886 (0.22050169482827187) | > loss_disc_real_5: 0.2802562713623047 (0.23840640857815742) | > loss_0: 2.3507869243621826 (2.17382276058197) | > loss_gen: 2.548529863357544 (2.7740922570228577) | > loss_kl: 2.80820894241333 (2.279071718454361) | > loss_feat: 6.176905155181885 (7.265166878700256) | > loss_mel: 18.6773624420166 (19.359281539916992) | > loss_duration: 2.301043748855591 (2.3104844093322754) | > loss_1: 32.51205062866211 (33.988097190856934)  --> STEP: 5 | > loss_disc: 2.1432018280029297 (2.1676985740661623) | > loss_disc_real_0: 0.10928401350975037 (0.09871582984924317) | > loss_disc_real_1: 0.1922466903924942 (0.1868446797132492) | > loss_disc_real_2: 0.23181290924549103 (0.23264672756195068) | > loss_disc_real_3: 0.30593883991241455 (0.2995335876941681) | > loss_disc_real_4: 0.28477609157562256 (0.233356574177742) | > loss_disc_real_5: 0.2712753415107727 (0.24498019516468048) | > loss_0: 2.1432018280029297 (2.1676985740661623) | > loss_gen: 3.1417617797851562 (2.8476261615753176) | > loss_kl: 2.121478796005249 (2.2475531339645385) | > loss_feat: 7.075409889221191 (7.2272154808044435) | > loss_mel: 19.87359046936035 (19.462143325805663) | > loss_duration: 2.414834976196289 (2.331354522705078) | > loss_1: 34.6270751953125 (34.115892791748045)  --> STEP: 6 | > loss_disc: 2.487125873565674 (2.2209364573160806) | > loss_disc_real_0: 0.16928240656852722 (0.11047692596912384) | > loss_disc_real_1: 0.3063535988330841 (0.20676283289988837) | > loss_disc_real_2: 0.26524317264556885 (0.23807946840922037) | > loss_disc_real_3: 0.30149543285369873 (0.2998605618874232) | > loss_disc_real_4: 0.2403889000415802 (0.2345286284883817) | > loss_disc_real_5: 0.2509498596191406 (0.24597513924042383) | > loss_0: 2.487125873565674 (2.2209364573160806) | > loss_gen: 2.614284038543701 (2.808735807736715) | > loss_kl: 1.9149224758148193 (2.192114690939585) | > loss_feat: 5.512639045715332 (6.941452741622925) | > loss_mel: 17.562532424926758 (19.145541508992512) | > loss_duration: 2.1469054222106934 (2.300613005956014) | > loss_1: 29.751283645629883 (33.388457934061684)  --> STEP: 7 | > loss_disc: 2.4130430221557617 (2.248380252293178) | > loss_disc_real_0: 0.06693059206008911 (0.10425602112497602) | > loss_disc_real_1: 0.1647557020187378 (0.20076181420258113) | > loss_disc_real_2: 0.19918052852153778 (0.2325224769966943) | > loss_disc_real_3: 0.24500590562820435 (0.2920241824218205) | > loss_disc_real_4: 0.22918273508548737 (0.23376492943082536) | > loss_disc_real_5: 0.25722381472587585 (0.2475820928812027) | > loss_0: 2.4130430221557617 (2.248380252293178) | > loss_gen: 2.0768883228302 (2.704186167035784) | > loss_kl: 3.594296932220459 (2.392426439693996) | > loss_feat: 5.9263529777526855 (6.796438489641462) | > loss_mel: 21.04313850402832 (19.41662679399763) | > loss_duration: 2.442920684814453 (2.3209426743643626) | > loss_1: 35.08359909057617 (33.6306209564209)  --> STEP: 8 | > loss_disc: 2.14808988571167 (2.2358439564704895) | > loss_disc_real_0: 0.10376252979040146 (0.1041943347081542) | > loss_disc_real_1: 0.15473666787147522 (0.1950086709111929) | > loss_disc_real_2: 0.19235241413116455 (0.22750121913850307) | > loss_disc_real_3: 0.21830452978610992 (0.2828092258423567) | > loss_disc_real_4: 0.14899401366710663 (0.22316856496036053) | > loss_disc_real_5: 0.20079827308654785 (0.24173411540687084) | > loss_0: 2.14808988571167 (2.2358439564704895) | > loss_gen: 2.4787957668304443 (2.6760123670101166) | > loss_kl: 2.5805532932281494 (2.415942296385765) | > loss_feat: 11.097586631774902 (7.334082007408142) | > loss_mel: 20.906450271606445 (19.60285472869873) | > loss_duration: 2.1669726371765137 (2.3016964197158813) | > loss_1: 39.2303581237793 (34.3305881023407)  --> STEP: 9 | > loss_disc: 2.3412811756134033 (2.2475592030419245) | > loss_disc_real_0: 0.09105779230594635 (0.10273471888568667) | > loss_disc_real_1: 0.27915823459625244 (0.20435862243175507) | > loss_disc_real_2: 0.19095513224601746 (0.22344054281711578) | > loss_disc_real_3: 0.23464533686637878 (0.27745768262280357) | > loss_disc_real_4: 0.21484419703483582 (0.22224363519085777) | > loss_disc_real_5: 0.2579129636287689 (0.24353176520930397) | > loss_0: 2.3412811756134033 (2.2475592030419245) | > loss_gen: 2.5416173934936523 (2.661079592174954) | > loss_kl: 1.950879454612732 (2.3642686472998724) | > loss_feat: 7.638879299163818 (7.3679483731587725) | > loss_mel: 19.215059280395508 (19.55976634555393) | > loss_duration: 2.1179959774017334 (2.2812852594587536) | > loss_1: 33.46443176269531 (34.23434850904677)  --> STEP: 10 | > loss_disc: 1.6903412342071533 (2.1918374061584474) | > loss_disc_real_0: 0.047523707151412964 (0.0972136177122593) | > loss_disc_real_1: 0.14213313162326813 (0.19813607335090638) | > loss_disc_real_2: 0.19470645487308502 (0.22056713402271272) | > loss_disc_real_3: 0.21573156118392944 (0.27128507047891615) | > loss_disc_real_4: 0.1325342208147049 (0.21327269375324248) | > loss_disc_real_5: 0.13437405228614807 (0.23261599391698837) | > loss_0: 1.6903412342071533 (2.1918374061584474) | > loss_gen: 3.112515926361084 (2.706223225593567) | > loss_kl: 1.7789689302444458 (2.3057386755943297) | > loss_feat: 9.902873039245605 (7.621440839767456) | > loss_mel: 21.04385757446289 (19.708175468444825) | > loss_duration: 2.3561930656433105 (2.2887760400772095) | > loss_1: 38.19440841674805 (34.630354499816896)  --> STEP: 11 | > loss_disc: 2.272390365600586 (2.199160402471369) | > loss_disc_real_0: 0.047394491732120514 (0.09268460625951941) | > loss_disc_real_1: 0.2199336141347885 (0.20011766796762293) | > loss_disc_real_2: 0.2225201427936554 (0.22074468027461658) | > loss_disc_real_3: 0.27194732427597046 (0.2713452753695575) | > loss_disc_real_4: 0.21797780692577362 (0.21370043131438168) | > loss_disc_real_5: 0.24007214605808258 (0.23329382592981512) | > loss_0: 2.272390365600586 (2.199160402471369) | > loss_gen: 2.4859321117401123 (2.6861967606977983) | > loss_kl: 2.526641368865967 (2.325820738619024) | > loss_feat: 7.52093505859375 (7.612303950569847) | > loss_mel: 19.706729888916016 (19.708044052124023) | > loss_duration: 2.4178082942962646 (2.3005062450062144) | > loss_1: 34.65804672241211 (34.63287197459828)  --> STEP: 12 | > loss_disc: 2.189486265182495 (2.1983542243639627) | > loss_disc_real_0: 0.03240220621228218 (0.08766107292224963) | > loss_disc_real_1: 0.17832136154174805 (0.19830130909880003) | > loss_disc_real_2: 0.2937125861644745 (0.22682533909877142) | > loss_disc_real_3: 0.1789899319410324 (0.26364899675051373) | > loss_disc_real_4: 0.1597176194190979 (0.20920186365644136) | > loss_disc_real_5: 0.22218579053878784 (0.23236815631389618) | > loss_0: 2.189486265182495 (2.1983542243639627) | > loss_gen: 2.5308215618133545 (2.673248827457428) | > loss_kl: 1.8568371534347534 (2.2867387731870017) | > loss_feat: 7.585386276245117 (7.610060811042786) | > loss_mel: 18.064130783081055 (19.571051279703777) | > loss_duration: 2.1702985763549805 (2.289655605951945) | > loss_1: 32.20747375488281 (34.43075545628866)  --> STEP: 13 | > loss_disc: 2.567927122116089 (2.226782908806434) | > loss_disc_real_0: 0.15134002268314362 (0.09255945367308763) | > loss_disc_real_1: 0.2827036678791046 (0.20479379823574653) | > loss_disc_real_2: 0.3011937141418457 (0.23254598333285406) | > loss_disc_real_3: 0.3437235653400421 (0.2698085789497082) | > loss_disc_real_4: 0.23042719066143036 (0.2108345811183636) | > loss_disc_real_5: 0.23265762627124786 (0.23239042323369247) | > loss_0: 2.567927122116089 (2.226782908806434) | > loss_gen: 2.4535446166992188 (2.6563485035529504) | > loss_kl: 2.2408289909362793 (2.2832072514754076) | > loss_feat: 5.687993049621582 (7.462209444779616) | > loss_mel: 17.591951370239258 (19.41881282512958) | > loss_duration: 2.1310157775878906 (2.277452542231633) | > loss_1: 30.10533332824707 (34.098030677208534)  --> STEP: 14 | > loss_disc: 2.151921510696411 (2.2214356660842896) | > loss_disc_real_0: 0.09554246068000793 (0.09277252560215336) | > loss_disc_real_1: 0.17559568583965302 (0.2027082187788827) | > loss_disc_real_2: 0.22883670032024384 (0.23228103454623902) | > loss_disc_real_3: 0.17981600761413574 (0.26338053814002443) | > loss_disc_real_4: 0.19369591772556305 (0.2096103908760207) | > loss_disc_real_5: 0.2796180844306946 (0.2357638276049069) | > loss_0: 2.151921510696411 (2.2214356660842896) | > loss_gen: 2.5869977474212646 (2.651394878114973) | > loss_kl: 2.9398140907287598 (2.330107739993504) | > loss_feat: 7.568536281585693 (7.469804218837193) | > loss_mel: 21.496814727783203 (19.567241532461985) | > loss_duration: 2.3725802898406982 (2.2842473813465665) | > loss_1: 36.964744567871094 (34.302795955113005)  --> STEP: 15 | > loss_disc: 2.401198148727417 (2.233419831593831) | > loss_disc_real_0: 0.08612753450870514 (0.09232952619592348) | > loss_disc_real_1: 0.1933799684047699 (0.20208633542060853) | > loss_disc_real_2: 0.22874321043491364 (0.23204517960548401) | > loss_disc_real_3: 0.260162353515625 (0.2631659924983978) | > loss_disc_real_4: 0.18796809017658234 (0.20816757082939147) | > loss_disc_real_5: 0.1979391872882843 (0.23324218491713206) | > loss_0: 2.401198148727417 (2.233419831593831) | > loss_gen: 2.2656185626983643 (2.625676457087199) | > loss_kl: 2.8129098415374756 (2.3622945467631022) | > loss_feat: 7.927305221557617 (7.500304285685221) | > loss_mel: 20.075651168823242 (19.6011355082194) | > loss_duration: 2.3264901638031006 (2.2870635668436687) | > loss_1: 35.40797424316406 (34.37647450764974)  --> STEP: 16 | > loss_disc: 2.2571568489074707 (2.234903395175934) | > loss_disc_real_0: 0.09183233231306076 (0.09229845157824457) | > loss_disc_real_1: 0.18396879732608795 (0.20095398928970098) | > loss_disc_real_2: 0.2587136924266815 (0.23371196165680885) | > loss_disc_real_3: 0.2785542607307434 (0.26412775926291937) | > loss_disc_real_4: 0.21947862207889557 (0.20887451153248549) | > loss_disc_real_5: 0.296099990606308 (0.23717079777270555) | > loss_0: 2.2571568489074707 (2.234903395175934) | > loss_gen: 2.7981879711151123 (2.6364584267139435) | > loss_kl: 2.145397424697876 (2.3487384766340256) | > loss_feat: 8.330893516540527 (7.552216112613678) | > loss_mel: 19.645875930786133 (19.603931784629822) | > loss_duration: 2.3649144172668457 (2.291929244995117) | > loss_1: 35.2852668762207 (34.433274030685425)  --> STEP: 17 | > loss_disc: 2.388136386871338 (2.243917100569781) | > loss_disc_real_0: 0.09288770705461502 (0.0923331136650899) | > loss_disc_real_1: 0.14596180617809296 (0.19771915498901815) | > loss_disc_real_2: 0.23414380848407745 (0.23373736441135406) | > loss_disc_real_3: 0.3379893898963928 (0.26847256106488837) | > loss_disc_real_4: 0.25625160336494446 (0.21166139928733602) | > loss_disc_real_5: 0.25799083709716797 (0.23839550596826217) | > loss_0: 2.388136386871338 (2.243917100569781) | > loss_gen: 2.5379903316497803 (2.6306661858278164) | > loss_kl: 1.6243213415145874 (2.3061257039799408) | > loss_feat: 7.523662567138672 (7.550536492291619) | > loss_mel: 19.922727584838867 (19.622684478759766) | > loss_duration: 2.3966798782348633 (2.2980910469503963) | > loss_1: 34.0053825378418 (34.408103942871094)  --> STEP: 18 | > loss_disc: 2.3461875915527344 (2.2495987945132785) | > loss_disc_real_0: 0.0759224072098732 (0.09142140775091118) | > loss_disc_real_1: 0.20629684627056122 (0.19819569339354834) | > loss_disc_real_2: 0.20611166954040527 (0.23220260358519024) | > loss_disc_real_3: 0.23078066110610962 (0.26637856662273396) | > loss_disc_real_4: 0.20865245163440704 (0.21149423552883995) | > loss_disc_real_5: 0.22180557250976562 (0.2374738429983457) | > loss_0: 2.3461875915527344 (2.2495987945132785) | > loss_gen: 2.400418281555176 (2.6178746355904474) | > loss_kl: 2.565023422241211 (2.3205089105500116) | > loss_feat: 7.662268161773682 (7.556743807262844) | > loss_mel: 20.072145462036133 (19.64765453338623) | > loss_duration: 2.258699655532837 (2.2959026363160877) | > loss_1: 34.95855712890625 (34.438684675428604)  --> STEP: 19 | > loss_disc: 2.2191853523254395 (2.2479980870297083) | > loss_disc_real_0: 0.07876705378293991 (0.09075538912101795) | > loss_disc_real_1: 0.17462685704231262 (0.19695522832243065) | > loss_disc_real_2: 0.19177263975143433 (0.23007471075183467) | > loss_disc_real_3: 0.30172914266586304 (0.2682391232565829) | > loss_disc_real_4: 0.1692948192358017 (0.20927321361868004) | > loss_disc_real_5: 0.2251533716917038 (0.2368253971401014) | > loss_0: 2.2191853523254395 (2.2479980870297083) | > loss_gen: 2.663397789001465 (2.6202705910331323) | > loss_kl: 1.8270301818847656 (2.2945363458834196) | > loss_feat: 11.176929473876953 (7.747279894979377) | > loss_mel: 18.76807403564453 (19.601360822978773) | > loss_duration: 2.324509620666504 (2.2974082670713725) | > loss_1: 36.75994110107422 (34.56085606625206)  --> STEP: 20 | > loss_disc: 2.1902737617492676 (2.2451118707656863) | > loss_disc_real_0: 0.07322730123996735 (0.08987898472696541) | > loss_disc_real_1: 0.1741139143705368 (0.19581316262483595) | > loss_disc_real_2: 0.2763363718986511 (0.23238779380917549) | > loss_disc_real_3: 0.23790955543518066 (0.2667226448655128) | > loss_disc_real_4: 0.20033837854862213 (0.20882647186517717) | > loss_disc_real_5: 0.22681085765361786 (0.2363246701657772) | > loss_0: 2.1902737617492676 (2.2451118707656863) | > loss_gen: 2.592416524887085 (2.61887788772583) | > loss_kl: 1.7861303091049194 (2.2691160440444946) | > loss_feat: 7.076196670532227 (7.713725733757019) | > loss_mel: 18.50815773010254 (19.54670066833496) | > loss_duration: 2.2981746196746826 (2.297446584701538) | > loss_1: 32.26107406616211 (34.44586696624756)  --> STEP: 21 | > loss_disc: 2.380215644836426 (2.251545383816674) | > loss_disc_real_0: 0.0806746631860733 (0.08944068370120865) | > loss_disc_real_1: 0.25629422068595886 (0.19869321300869897) | > loss_disc_real_2: 0.2647801637649536 (0.23393028761659349) | > loss_disc_real_3: 0.24071994423866272 (0.26548442102613895) | > loss_disc_real_4: 0.2245040237903595 (0.2095730219568525) | > loss_disc_real_5: 0.2410835325717926 (0.23655128266130174) | > loss_0: 2.380215644836426 (2.251545383816674) | > loss_gen: 2.416404962539673 (2.6092363198598227) | > loss_kl: 1.7004985809326172 (2.2420390219915483) | > loss_feat: 5.4212751388549805 (7.604561419714065) | > loss_mel: 15.581538200378418 (19.357883407956077) | > loss_duration: 2.137660026550293 (2.2898377009800504) | > loss_1: 27.25737762451172 (34.10355794997442)  --> STEP: 22 | > loss_disc: 2.548417091369629 (2.265039552341808) | > loss_disc_real_0: 0.05182293429970741 (0.08773078600114041) | > loss_disc_real_1: 0.16664130985736847 (0.19723630832000213) | > loss_disc_real_2: 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loss_disc_real_5: 0.15245133638381958 (0.23442377150058746) | > loss_0: 2.144307851791382 (2.2597903479700503) | > loss_gen: 2.5392253398895264 (2.5861250421275264) | > loss_kl: 1.9259700775146484 (2.205290079116821) | > loss_feat: 9.990058898925781 (7.754649348880934) | > loss_mel: 19.13299560546875 (19.400224644204844) | > loss_duration: 2.276975631713867 (2.2835499100063155) | > loss_1: 35.86522674560547 (34.229839159094766)  --> STEP: 24 | > loss_disc: 2.2723982334136963 (2.2603156765302024) | > loss_disc_real_0: 0.09380558878183365 (0.08853867556899786) | > loss_disc_real_1: 0.20799297094345093 (0.1962135707338651) | > loss_disc_real_2: 0.21795296669006348 (0.230268823603789) | > loss_disc_real_3: 0.31305262446403503 (0.264784142995874) | > loss_disc_real_4: 0.24299569427967072 (0.20915781147778034) | > loss_disc_real_5: 0.3000568151473999 (0.23715848165253797) | > loss_0: 2.2723982334136963 (2.2603156765302024) | > loss_gen: 2.733581066131592 (2.5922690431276956) | > loss_kl: 2.0914649963378906 (2.2005473673343654) | > loss_feat: 6.656853675842285 (7.708907862504323) | > loss_mel: 17.45639991760254 (19.31923194726308) | > loss_duration: 2.4049973487854004 (2.288610219955444) | > loss_1: 31.343297958374023 (34.109566609064736)  --> STEP: 25 | > loss_disc: 2.3740787506103516 (2.264866199493408) | > loss_disc_real_0: 0.07204543799161911 (0.08787894606590271) | > loss_disc_real_1: 0.29280516505241394 (0.20007723450660705) | > loss_disc_real_2: 0.26903459429740906 (0.23181945443153382) | > loss_disc_real_3: 0.26208794116973877 (0.2646762949228286) | > loss_disc_real_4: 0.17139072716236115 (0.2076471281051636) | > loss_disc_real_5: 0.2828391194343567 (0.23898570716381073) | > loss_0: 2.3740787506103516 (2.264866199493408) | > loss_gen: 2.5501041412353516 (2.590582447052002) | > loss_kl: 2.1594204902648926 (2.1989022922515864) | > loss_feat: 10.312928199768066 (7.813068675994873) | > loss_mel: 19.038314819335938 (19.307995262145997) | > loss_duration: 2.3342037200927734 (2.290433959960937) | > loss_1: 36.39497375488281 (34.200982894897464)  --> STEP: 26 | > loss_disc: 2.7800962924957275 (2.284682741531959) | > loss_disc_real_0: 0.07755597680807114 (0.08748190878675534) | > loss_disc_real_1: 0.18734359741210938 (0.19958747923374176) | > loss_disc_real_2: 0.12826956808567047 (0.22783676649515444) | > loss_disc_real_3: 0.1573028266429901 (0.26054654614283485) | > loss_disc_real_4: 0.07184509932994843 (0.20242397315227068) | > loss_disc_real_5: 0.18825572729110718 (0.23703455409178367) | > loss_0: 2.7800962924957275 (2.284682741531959) | > loss_gen: 1.5796473026275635 (2.5517003261126003) | > loss_kl: 1.9475977420806885 (2.1892367326296287) | > loss_feat: 10.102935791015625 (7.901140488111055) | > loss_mel: 19.842330932617188 (19.328546634087196) | > loss_duration: 2.277456760406494 (2.2899348369011507) | > loss_1: 35.749969482421875 (34.26055930210994) --> EVAL PERFORMANCE | > avg_loader_time: 0.002511143684387207 (+4.025606008676349e-06) | > avg_loss_disc: 2.284682741531959 (-0.06861009047581579) | > avg_loss_disc_real_0: 0.08748190878675534 (-0.08238651904349144) | > avg_loss_disc_real_1: 0.19958747923374176 (+0.04607929346653131) | > avg_loss_disc_real_2: 0.22783676649515444 (-0.1125192882922979) | > avg_loss_disc_real_3: 0.26054654614283485 (-0.03034467192796564) | > avg_loss_disc_real_4: 0.20242397315227068 (-0.09722515940666199) | > avg_loss_disc_real_5: 0.23703455409178367 (-0.01195327077920616) | > avg_loss_0: 2.284682741531959 (-0.06861009047581579) | > avg_loss_gen: 2.5517003261126003 (-0.4815180668464074) | > avg_loss_kl: 2.1892367326296287 (-0.016116926303277435) | > avg_loss_feat: 7.901140488111055 (+0.5325211745042067) | > avg_loss_mel: 19.328546634087196 (+0.08061530039861253) | > avg_loss_duration: 2.2899348369011507 (+0.009245973366956761) | > avg_loss_1: 34.26055930210994 (+0.12474778982310397)  > EPOCH: 187/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:08:42)   --> TIME: 2024-06-10 23:08:48 -- STEP: 14/330 -- GLOBAL_STEP: 149725 | > loss_disc: 2.26564884185791 (2.332848003932408) | > loss_disc_real_0: 0.12005402892827988 (0.11599658642496381) | > loss_disc_real_1: 0.22884203493595123 (0.20456199241536005) | > loss_disc_real_2: 0.21143460273742676 (0.21831755020788737) | > loss_disc_real_3: 0.2227855920791626 (0.2270442396402359) | > loss_disc_real_4: 0.18075543642044067 (0.21795354464224406) | > loss_disc_real_5: 0.19357000291347504 (0.2187583925468581) | > loss_0: 2.26564884185791 (2.332848003932408) | > grad_norm_0: tensor(19.7025, device='cuda:0') (tensor(15.9115, device='cuda:0')) | > loss_gen: 2.606903076171875 (2.55621976511819) | > loss_kl: 1.6090333461761475 (1.7180785196168082) | > loss_feat: 7.206313133239746 (7.072418860026768) | > loss_mel: 19.133333206176758 (19.51182270050049) | > loss_duration: 2.0939555168151855 (2.199202060699463) | > loss_1: 32.649539947509766 (33.05774211883545) | > grad_norm_1: tensor(360.4092, device='cuda:0') (tensor(192.3537, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.351 (0.3390426976340158) | > loader_time: 0.003 (0.003087963376726423)  --> TIME: 2024-06-10 23:08:57 -- STEP: 39/330 -- GLOBAL_STEP: 149750 | > loss_disc: 2.297349214553833 (2.2875654636285243) | > loss_disc_real_0: 0.1125262975692749 (0.10879382261863121) | > loss_disc_real_1: 0.22452473640441895 (0.19953953455656004) | > loss_disc_real_2: 0.21271388232707977 (0.2177691352673066) | > loss_disc_real_3: 0.21734797954559326 (0.22656722519642267) | > loss_disc_real_4: 0.20091764628887177 (0.21907698114713034) | > loss_disc_real_5: 0.1904112845659256 (0.2120508841979198) | > loss_0: 2.297349214553833 (2.2875654636285243) | > grad_norm_0: tensor(19.7409, device='cuda:0') (tensor(15.7453, device='cuda:0')) | > loss_gen: 2.5350911617279053 (2.5769295264513064) | > loss_kl: 1.9669036865234375 (1.7606227122820342) | > loss_feat: 8.012746810913086 (7.327151090670855) | > loss_mel: 19.202098846435547 (19.44552832383376) | > loss_duration: 2.071723222732544 (2.112141254620674) | > loss_1: 33.7885627746582 (33.22237264193021) | > grad_norm_1: tensor(276.2382, device='cuda:0') (tensor(203.1588, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3392 (0.3433254131904015) | > loader_time: 0.0032 (0.0031879376142452923)  --> TIME: 2024-06-10 23:09:06 -- STEP: 64/330 -- GLOBAL_STEP: 149775 | > loss_disc: 2.3497345447540283 (2.277632240206003) | > loss_disc_real_0: 0.12507730722427368 (0.10840672871563584) | > loss_disc_real_1: 0.17045141756534576 (0.2006281369831413) | > loss_disc_real_2: 0.20286807417869568 (0.21570907812565565) | > loss_disc_real_3: 0.23346540331840515 (0.2247842475771904) | > loss_disc_real_4: 0.21267181634902954 (0.21738340193405747) | > loss_disc_real_5: 0.20165647566318512 (0.21172450482845306) | > loss_0: 2.3497345447540283 (2.277632240206003) | > grad_norm_0: tensor(3.9120, device='cuda:0') (tensor(16.3212, device='cuda:0')) | > loss_gen: 2.481632709503174 (2.5821704342961316) | > loss_kl: 2.111267566680908 (1.7705587558448315) | > loss_feat: 7.863890647888184 (7.406287178397179) | > loss_mel: 20.033105850219727 (19.3946473300457) | > loss_duration: 2.041428565979004 (2.082962833344936) | > loss_1: 34.53132629394531 (33.23662647604941) | > grad_norm_1: tensor(183.5219, device='cuda:0') (tensor(207.1800, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3858 (0.355956856161356) | > loader_time: 0.004 (0.003434881567955017)  --> TIME: 2024-06-10 23:09:16 -- STEP: 89/330 -- GLOBAL_STEP: 149800 | > loss_disc: 2.2410905361175537 (2.272998378517922) | > loss_disc_real_0: 0.08367428183555603 (0.10841224769527992) | > loss_disc_real_1: 0.20813418924808502 (0.19955216649543037) | > loss_disc_real_2: 0.2246774286031723 (0.21553285604112604) | > loss_disc_real_3: 0.2317175269126892 (0.22493208342053916) | > loss_disc_real_4: 0.21549518406391144 (0.21825793033905244) | > loss_disc_real_5: 0.21253706514835358 (0.21075578318553023) | > loss_0: 2.2410905361175537 (2.272998378517922) | > grad_norm_0: tensor(26.5708, device='cuda:0') (tensor(16.9528, device='cuda:0')) | > loss_gen: 2.4688544273376465 (2.5919442792956757) | > loss_kl: 1.660017728805542 (1.7827965476539698) | > loss_feat: 6.930948734283447 (7.487976583202234) | > loss_mel: 19.175426483154297 (19.366572712244608) | > loss_duration: 2.0648930072784424 (2.0713219361358806) | > loss_1: 32.300140380859375 (33.3006119674511) | > grad_norm_1: tensor(291.7712, device='cuda:0') (tensor(221.2185, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3949 (0.36014389991760254) | > loader_time: 0.0045 (0.003610750262656908)  --> TIME: 2024-06-10 23:09:26 -- STEP: 114/330 -- GLOBAL_STEP: 149825 | > loss_disc: 2.2812774181365967 (2.271444573737028) | > loss_disc_real_0: 0.1088172048330307 (0.11052454753141654) | > loss_disc_real_1: 0.22514913976192474 (0.19884216262583151) | > loss_disc_real_2: 0.210676372051239 (0.21420954716833016) | > loss_disc_real_3: 0.20801454782485962 (0.22387287099110453) | > loss_disc_real_4: 0.22281473875045776 (0.21755920638117873) | > loss_disc_real_5: 0.22398100793361664 (0.21049791234627105) | > loss_0: 2.2812774181365967 (2.271444573737028) | > grad_norm_0: tensor(23.9750, device='cuda:0') (tensor(17.9681, device='cuda:0')) | > loss_gen: 2.5728559494018555 (2.597076547773262) | > loss_kl: 1.676513910293579 (1.7753907881285016) | > loss_feat: 7.96929931640625 (7.50569382466768) | > loss_mel: 19.707992553710938 (19.35566933949788) | > loss_duration: 2.077216863632202 (2.0684645751066357) | > loss_1: 34.00387954711914 (33.30229486498915) | > grad_norm_1: tensor(292.3500, device='cuda:0') (tensor(234.5375, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.387 (0.3663447133281775) | > loader_time: 0.0039 (0.003768174271834524)  --> TIME: 2024-06-10 23:09:36 -- STEP: 139/330 -- GLOBAL_STEP: 149850 | > loss_disc: 2.211148738861084 (2.2755302439490674) | > loss_disc_real_0: 0.13881567120552063 (0.11147178350378284) | > loss_disc_real_1: 0.17840763926506042 (0.19933459066229758) | > loss_disc_real_2: 0.20083840191364288 (0.2140622992309735) | > loss_disc_real_3: 0.16732840240001678 (0.22404174624587134) | > loss_disc_real_4: 0.16645210981369019 (0.21757491211668195) | > loss_disc_real_5: 0.1664382815361023 (0.21030888261554911) | > loss_0: 2.211148738861084 (2.2755302439490674) | > grad_norm_0: tensor(55.6241, device='cuda:0') (tensor(18.7040, device='cuda:0')) | > loss_gen: 2.605860710144043 (2.5948232781115204) | > loss_kl: 2.0706536769866943 (1.7800638838637646) | > loss_feat: 7.507055759429932 (7.4932484318026535) | > loss_mel: 18.79644775390625 (19.354744218236252) | > loss_duration: 2.13551664352417 (2.070293242125201) | > loss_1: 33.115535736083984 (33.293172877469495) | > grad_norm_1: tensor(362.2985, device='cuda:0') (tensor(233.0582, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3961 (0.3703960308925711) | > loader_time: 0.0041 (0.00389736504863492)  --> TIME: 2024-06-10 23:09:45 -- STEP: 164/330 -- GLOBAL_STEP: 149875 | > loss_disc: 2.3909378051757812 (2.2834485623894683) | > loss_disc_real_0: 0.17286176979541779 (0.11242565521743239) | > loss_disc_real_1: 0.21116003394126892 (0.1994453107074993) | > loss_disc_real_2: 0.20034733414649963 (0.21580893373707447) | > loss_disc_real_3: 0.2069726437330246 (0.22567136867380724) | > loss_disc_real_4: 0.21583592891693115 (0.21881996740291762) | > loss_disc_real_5: 0.23802201449871063 (0.2114982813051561) | > loss_0: 2.3909378051757812 (2.2834485623894683) | > grad_norm_0: tensor(36.7720, device='cuda:0') (tensor(20.1866, device='cuda:0')) | > loss_gen: 2.5060577392578125 (2.599544125359233) | > loss_kl: 1.76560640335083 (1.7824772356486895) | > loss_feat: 7.074789524078369 (7.4946733771300895) | > loss_mel: 18.621658325195312 (19.360229643379775) | > loss_duration: 2.144752025604248 (2.0714645145869817) | > loss_1: 32.11286544799805 (33.30838875654266) | > grad_norm_1: tensor(345.4636, device='cuda:0') (tensor(243.5884, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3855 (0.37237572379228545) | > loader_time: 0.0041 (0.00399213738557769)  --> TIME: 2024-06-10 23:09:55 -- STEP: 189/330 -- GLOBAL_STEP: 149900 | > loss_disc: 2.256181478500366 (2.282333498909361) | > loss_disc_real_0: 0.14731135964393616 (0.11354318324220243) | > loss_disc_real_1: 0.1984640508890152 (0.19936482356023533) | > loss_disc_real_2: 0.18023978173732758 (0.2156556592416511) | > loss_disc_real_3: 0.2037789523601532 (0.22545484622950276) | > loss_disc_real_4: 0.21152423322200775 (0.21817588143878516) | > loss_disc_real_5: 0.18990501761436462 (0.21149052159180717) | > loss_0: 2.256181478500366 (2.282333498909361) | > grad_norm_0: tensor(16.5309, device='cuda:0') (tensor(23.0160, device='cuda:0')) | > loss_gen: 2.4364445209503174 (2.607752982901518) | > loss_kl: 1.5494190454483032 (1.7840793536453645) | > loss_feat: 7.160624980926514 (7.506551563424408) | > loss_mel: 19.27903938293457 (19.298352963079232) | > loss_duration: 2.147294282913208 (2.076567777880914) | > loss_1: 32.57282257080078 (33.27330460119498) | > grad_norm_1: tensor(481.6063, device='cuda:0') (tensor(255.2553, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3929 (0.37406655468007244) | > loader_time: 0.0051 (0.004076072147914344)  --> TIME: 2024-06-10 23:10:05 -- STEP: 214/330 -- GLOBAL_STEP: 149925 | > loss_disc: 2.4480221271514893 (2.2801676130740454) | > loss_disc_real_0: 0.0675451010465622 (0.11392468050400788) | > loss_disc_real_1: 0.2046751230955124 (0.19880091538217576) | > loss_disc_real_2: 0.27778246998786926 (0.21556861900559096) | > loss_disc_real_3: 0.25971662998199463 (0.22508398889102668) | > loss_disc_real_4: 0.24035757780075073 (0.21798073082605257) | > loss_disc_real_5: 0.24714916944503784 (0.21118408107311926) | > loss_0: 2.4480221271514893 (2.2801676130740454) | > grad_norm_0: tensor(22.5140, device='cuda:0') (tensor(25.0219, device='cuda:0')) | > loss_gen: 2.365333080291748 (2.613406026474784) | > loss_kl: 1.5220955610275269 (1.7836814990667533) | > loss_feat: 6.46634578704834 (7.523207270096395) | > loss_mel: 17.818819046020508 (19.26355765690313) | > loss_duration: 2.1806492805480957 (2.0821336156853985) | > loss_1: 30.353242874145508 (33.26598601474939) | > grad_norm_1: tensor(271.2948, device='cuda:0') (tensor(268.8883, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.3942 (0.3765811708485969) | > loader_time: 0.0047 (0.004149551703551106)  --> TIME: 2024-06-10 23:10:16 -- STEP: 239/330 -- GLOBAL_STEP: 149950 | > loss_disc: 2.3929238319396973 (2.2799432487168585) | > loss_disc_real_0: 0.13189902901649475 (0.11430984408162129) | > loss_disc_real_1: 0.2039489448070526 (0.1997741438354907) | > loss_disc_real_2: 0.23373951017856598 (0.21518190267445153) | > loss_disc_real_3: 0.22561025619506836 (0.22476273326195434) | > loss_disc_real_4: 0.19128645956516266 (0.2177583953700804) | > loss_disc_real_5: 0.20515109598636627 (0.2109397127912633) | > loss_0: 2.3929238319396973 (2.2799432487168585) | > grad_norm_0: tensor(8.2932, device='cuda:0') (tensor(25.6780, device='cuda:0')) | > loss_gen: 2.408524513244629 (2.6079871744291556) | > loss_kl: 1.7273881435394287 (1.7823404991477099) | > loss_feat: 7.214384078979492 (7.512902934182139) | > loss_mel: 18.545059204101562 (19.20613050261302) | > loss_duration: 2.121845006942749 (2.089266902233265) | > loss_1: 32.0172004699707 (33.19862800661986) | > grad_norm_1: tensor(233.6332, device='cuda:0') (tensor(281.6830, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.4206 (0.3803789007115065) | > loader_time: 0.0054 (0.004253611903809107)  --> TIME: 2024-06-10 23:10:27 -- STEP: 264/330 -- GLOBAL_STEP: 149975 | > loss_disc: 2.2958226203918457 (2.278555301102726) | > loss_disc_real_0: 0.11698763072490692 (0.11438686253898071) | > loss_disc_real_1: 0.2106875628232956 (0.19961990799867743) | > loss_disc_real_2: 0.22616581618785858 (0.21521210043945097) | > loss_disc_real_3: 0.21038787066936493 (0.2246834389639623) | > loss_disc_real_4: 0.2312137484550476 (0.21766583835988337) | > loss_disc_real_5: 0.22942286729812622 (0.21103726666082034) | > loss_0: 2.2958226203918457 (2.278555301102726) | > grad_norm_0: tensor(94.2324, device='cuda:0') (tensor(25.6073, device='cuda:0')) | > loss_gen: 2.554281711578369 (2.6055330372217935) | > loss_kl: 1.8443691730499268 (1.7814643613316792) | > loss_feat: 6.742053508758545 (7.525700767834981) | > loss_mel: 17.648027420043945 (19.175846150427155) | > loss_duration: 2.189302444458008 (2.0957629983172246) | > loss_1: 30.97803497314453 (33.18430727900878) | > grad_norm_1: tensor(442.7705, device='cuda:0') (tensor(282.4535, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.4495 (0.38576473792394) | > loader_time: 0.0067 (0.004417985677719118)  --> TIME: 2024-06-10 23:10:39 -- STEP: 289/330 -- GLOBAL_STEP: 150000 | > loss_disc: 2.322038173675537 (2.28094972788669) | > loss_disc_real_0: 0.16380244493484497 (0.11503427473112786) | > loss_disc_real_1: 0.23408888280391693 (0.20021369238625764) | > loss_disc_real_2: 0.21908274292945862 (0.21570828170306128) | > loss_disc_real_3: 0.24526916444301605 (0.22431865014831912) | > loss_disc_real_4: 0.2061976194381714 (0.21784348347607782) | > loss_disc_real_5: 0.2162250131368637 (0.21080166580974025) | > loss_0: 2.322038173675537 (2.28094972788669) | > grad_norm_0: tensor(46.0791, device='cuda:0') (tensor(25.9043, device='cuda:0')) | > loss_gen: 2.675818681716919 (2.602144140685718) | > loss_kl: 1.7125290632247925 (1.7778817472985868) | > loss_feat: 7.655627727508545 (7.541441265686985) | > loss_mel: 18.358428955078125 (19.125545818500456) | > loss_duration: 2.2484800815582275 (2.1041901750960528) | > loss_1: 32.65088653564453 (33.1512031357181) | > grad_norm_1: tensor(417.5755, device='cuda:0') (tensor(289.1212, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.4632 (0.39175449853124916) | > loader_time: 0.0061 (0.0045645187470327205) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_150000.pth  --> TIME: 2024-06-10 23:10:56 -- STEP: 314/330 -- GLOBAL_STEP: 150025 | > loss_disc: 2.3043105602264404 (2.2847799647385925) | > loss_disc_real_0: 0.1583854854106903 (0.1159285069176346) | > loss_disc_real_1: 0.20433266460895538 (0.20098355868060125) | > loss_disc_real_2: 0.21741986274719238 (0.21571041287700082) | > loss_disc_real_3: 0.21829037368297577 (0.22423509043303264) | > loss_disc_real_4: 0.2043527364730835 (0.2179270832781579) | > loss_disc_real_5: 0.18719665706157684 (0.21068417352096286) | > loss_0: 2.3043105602264404 (2.2847799647385925) | > grad_norm_0: tensor(62.6032, device='cuda:0') (tensor(26.9229, device='cuda:0')) | > loss_gen: 2.5129032135009766 (2.601821614678499) | > loss_kl: 1.7135056257247925 (1.7781043284258262) | > loss_feat: 7.612168788909912 (7.558859333111222) | > loss_mel: 18.694053649902344 (19.078930125874315) | > loss_duration: 2.3023176193237305 (2.115795312793388) | > loss_1: 32.8349494934082 (33.133510723235474) | > grad_norm_1: tensor(316.2939, device='cuda:0') (tensor(297.4602, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.544 (0.4005398545295569) | > loader_time: 0.0083 (0.004783190739382604)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5642154216766357 (2.5642154216766357) | > loss_disc_real_0: 0.2168474942445755 (0.2168474942445755) | > loss_disc_real_1: 0.2738776206970215 (0.2738776206970215) | > loss_disc_real_2: 0.1745440810918808 (0.1745440810918808) | > loss_disc_real_3: 0.25226345658302307 (0.25226345658302307) | > loss_disc_real_4: 0.29097968339920044 (0.29097968339920044) | > loss_disc_real_5: 0.30548039078712463 (0.30548039078712463) | > loss_0: 2.5642154216766357 (2.5642154216766357) | > loss_gen: 2.48414945602417 (2.48414945602417) | > loss_kl: 2.1154873371124268 (2.1154873371124268) | > loss_feat: 5.88761043548584 (5.88761043548584) | > loss_mel: 17.82050323486328 (17.82050323486328) | > loss_duration: 2.8649044036865234 (2.8649044036865234) | > loss_1: 31.17265510559082 (31.17265510559082)  --> STEP: 1 | > loss_disc: 2.0376667976379395 (2.0376667976379395) | > loss_disc_real_0: 0.06080123037099838 (0.06080123037099838) | > loss_disc_real_1: 0.22102153301239014 (0.22102153301239014) | > loss_disc_real_2: 0.1947021335363388 (0.1947021335363388) | > loss_disc_real_3: 0.22413310408592224 (0.22413310408592224) | > loss_disc_real_4: 0.21479544043540955 (0.21479544043540955) | > loss_disc_real_5: 0.20640499889850616 (0.20640499889850616) | > loss_0: 2.0376667976379395 (2.0376667976379395) | > loss_gen: 3.1065306663513184 (3.1065306663513184) | > loss_kl: 2.051846981048584 (2.051846981048584) | > loss_feat: 6.729931354522705 (6.729931354522705) | > loss_mel: 21.28295135498047 (21.28295135498047) | > loss_duration: 2.3632869720458984 (2.3632869720458984) | > loss_1: 35.5345458984375 (35.5345458984375)  --> STEP: 2 | > loss_disc: 2.5382611751556396 (2.2879639863967896) | > loss_disc_real_0: 0.14791420102119446 (0.10435771569609642) | > loss_disc_real_1: 0.27425411343574524 (0.2476378232240677) | > loss_disc_real_2: 0.227074533700943 (0.2108883336186409) | > loss_disc_real_3: 0.3092675507068634 (0.2667003273963928) | > loss_disc_real_4: 0.3067368268966675 (0.2607661336660385) | > loss_disc_real_5: 0.3676093518733978 (0.287007175385952) | > loss_0: 2.5382611751556396 (2.2879639863967896) | > loss_gen: 2.723924160003662 (2.9152274131774902) | > loss_kl: 2.345534086227417 (2.1986905336380005) | > loss_feat: 5.719972610473633 (6.224951982498169) | > loss_mel: 20.802501678466797 (21.042726516723633) | > loss_duration: 2.3137307167053223 (2.3385088443756104) | > loss_1: 33.905662536621094 (34.7201042175293)  --> STEP: 3 | > loss_disc: 1.9507941007614136 (2.175574024518331) | > loss_disc_real_0: 0.06047578901052475 (0.08973040680090587) | > loss_disc_real_1: 0.2453729659318924 (0.2468828707933426) | > loss_disc_real_2: 0.17421172559261322 (0.198662797609965) | > loss_disc_real_3: 0.18360063433647156 (0.2390004297097524) | > loss_disc_real_4: 0.2132442444562912 (0.24492550392945608) | > loss_disc_real_5: 0.21736076474189758 (0.2637917051712672) | > loss_0: 1.9507941007614136 (2.175574024518331) | > loss_gen: 3.0133256912231445 (2.9479268391927085) | > loss_kl: 2.301110029220581 (2.232830365498861) | > loss_feat: 8.395387649536133 (6.94843053817749) | > loss_mel: 18.656047821044922 (20.247166951497395) | > loss_duration: 2.2825512886047363 (2.319856325785319) | > loss_1: 34.64842224121094 (34.69621022542318)  --> STEP: 4 | > loss_disc: 2.0875771045684814 (2.1535747945308685) | > loss_disc_real_0: 0.09339109063148499 (0.09064557775855064) | > loss_disc_real_1: 0.25170576572418213 (0.24808859452605247) | > loss_disc_real_2: 0.1838081330060959 (0.19494913145899773) | > loss_disc_real_3: 0.24171169102191925 (0.2396782450377941) | > loss_disc_real_4: 0.27359718084335327 (0.2520934231579304) | > loss_disc_real_5: 0.19714151322841644 (0.2471291571855545) | > loss_0: 2.0875771045684814 (2.1535747945308685) | > loss_gen: 2.8940510749816895 (2.9344578981399536) | > loss_kl: 2.0104386806488037 (2.1772324442863464) | > loss_feat: 7.610136985778809 (7.11385715007782) | > loss_mel: 19.874675750732422 (20.154044151306152) | > loss_duration: 2.200664520263672 (2.2900583744049072) | > loss_1: 34.5899658203125 (34.66964912414551)  --> STEP: 5 | > loss_disc: 1.9094175100326538 (2.1047433376312257) | > loss_disc_real_0: 0.06604209542274475 (0.08572488129138947) | > loss_disc_real_1: 0.2588459849357605 (0.2502400726079941) | > loss_disc_real_2: 0.1871899515390396 (0.19339729547500611) | > loss_disc_real_3: 0.20764435827732086 (0.23327146768569945) | > loss_disc_real_4: 0.26028966903686523 (0.2537326723337173) | > loss_disc_real_5: 0.21274875104427338 (0.24025307595729828) | > loss_0: 1.9094175100326538 (2.1047433376312257) | > loss_gen: 3.155604362487793 (2.9786871910095214) | > loss_kl: 1.7196989059448242 (2.085725736618042) | > loss_feat: 6.997783660888672 (7.09064245223999) | > loss_mel: 21.080827713012695 (20.339400863647462) | > loss_duration: 2.3795292377471924 (2.307952547073364) | > loss_1: 35.33344268798828 (34.802407836914064)  --> STEP: 6 | > loss_disc: 2.598909378051758 (2.187104344367981) | > loss_disc_real_0: 0.15564239025115967 (0.09737779945135117) | > loss_disc_real_1: 0.3893977999687195 (0.27343302716811496) | > loss_disc_real_2: 0.23321175575256348 (0.200033038854599) | > loss_disc_real_3: 0.30228400230407715 (0.24477355678876242) | > loss_disc_real_4: 0.40333181619644165 (0.27866586297750473) | > loss_disc_real_5: 0.3274768590927124 (0.25479037314653397) | > loss_0: 2.598909378051758 (2.187104344367981) | > loss_gen: 2.992002010345459 (2.980906327565511) | > loss_kl: 1.6896469593048096 (2.0197126070658364) | > loss_feat: 5.359218120574951 (6.802071730295817) | > loss_mel: 19.88141632080078 (20.263070106506348) | > loss_duration: 2.1211061477661133 (2.2768114805221558) | > loss_1: 32.043392181396484 (34.3425718943278)  --> STEP: 7 | > loss_disc: 2.4043779373168945 (2.2181434290749684) | > loss_disc_real_0: 0.09589611738920212 (0.09716613058532987) | > loss_disc_real_1: 0.2679953873157501 (0.27265622147492) | > loss_disc_real_2: 0.23294831812381744 (0.2047352216073445) | > loss_disc_real_3: 0.3070533573627472 (0.2536706711564745) | > loss_disc_real_4: 0.3324843645095825 (0.28635422033923014) | > loss_disc_real_5: 0.27855807542800903 (0.2581857591867447) | > loss_0: 2.4043779373168945 (2.2181434290749684) | > loss_gen: 2.847039222717285 (2.961782455444336) | > loss_kl: 3.1870100498199463 (2.186469384602138) | > loss_feat: 8.041064262390137 (6.979070663452148) | > loss_mel: 19.179931640625 (20.10833603995187) | > loss_duration: 2.448961019515991 (2.3014042718069896) | > loss_1: 35.704002380371094 (34.537061963762554)  --> STEP: 8 | > loss_disc: 2.2834300994873047 (2.2263042628765106) | > loss_disc_real_0: 0.09663702547550201 (0.09709999244660139) | > loss_disc_real_1: 0.21058528125286102 (0.26489735394716263) | > loss_disc_real_2: 0.1479138284921646 (0.197632547467947) | > loss_disc_real_3: 0.1872825175523758 (0.24537215195596218) | > loss_disc_real_4: 0.23160502314567566 (0.2795105706900358) | > loss_disc_real_5: 0.21627897024154663 (0.25294741056859493) | > loss_0: 2.2834300994873047 (2.2263042628765106) | > loss_gen: 2.2455897331237793 (2.8722583651542664) | > loss_kl: 1.8241807222366333 (2.14118330180645) | > loss_feat: 7.999127388000488 (7.106577754020691) | > loss_mel: 17.64019203186035 (19.79981803894043) | > loss_duration: 2.1356828212738037 (2.280689090490341) | > loss_1: 31.84477424621582 (34.200525999069214)  --> STEP: 9 | > loss_disc: 2.205923557281494 (2.22403974003262) | > loss_disc_real_0: 0.10250026732683182 (0.09770002298884922) | > loss_disc_real_1: 0.24133716523647308 (0.26227955520153046) | > loss_disc_real_2: 0.15803569555282593 (0.19323289725515577) | > loss_disc_real_3: 0.2991114556789398 (0.2513431857029597) | > loss_disc_real_4: 0.2837904393672943 (0.27998611165417564) | > loss_disc_real_5: 0.22727906703948975 (0.25009537239869434) | > loss_0: 2.205923557281494 (2.22403974003262) | > loss_gen: 3.1587929725646973 (2.9040955437554254) | > loss_kl: 2.6280014514923096 (2.1952742073271008) | > loss_feat: 10.20623779296875 (7.450984425014919) | > loss_mel: 21.032888412475586 (19.936825858222115) | > loss_duration: 2.093954086303711 (2.259940756691827) | > loss_1: 39.119873046875 (34.74712011549208)  --> STEP: 10 | > loss_disc: 2.796523094177246 (2.2812880754470823) | > loss_disc_real_0: 0.17829629778862 (0.1057596504688263) | > loss_disc_real_1: 0.3117951452732086 (0.2672311142086983) | > loss_disc_real_2: 0.22544273734092712 (0.19645388126373292) | > loss_disc_real_3: 0.2533996105194092 (0.25154882818460467) | > loss_disc_real_4: 0.2757001221179962 (0.27955751270055773) | > loss_disc_real_5: 0.20792068541049957 (0.2458779036998749) | > loss_0: 2.796523094177246 (2.2812880754470823) | > loss_gen: 2.0197699069976807 (2.815662980079651) | > loss_kl: 1.4252508878707886 (2.1182718753814695) | > loss_feat: 3.8123345375061035 (7.087119436264038) | > loss_mel: 13.94841194152832 (19.337984466552733) | > loss_duration: 2.2634947299957275 (2.2602961540222166) | > loss_1: 23.469261169433594 (33.61933422088623)  --> STEP: 11 | > loss_disc: 2.416261911392212 (2.293558424169367) | > loss_disc_real_0: 0.13436119258403778 (0.10835979066111824) | > loss_disc_real_1: 0.28034350275993347 (0.26842314953153784) | > loss_disc_real_2: 0.24466167390346527 (0.20083640786734494) | > loss_disc_real_3: 0.2782873809337616 (0.25397960570725525) | > loss_disc_real_4: 0.2949906289577484 (0.28096052326939325) | > loss_disc_real_5: 0.32263508439064026 (0.25285582921721717) | > loss_0: 2.416261911392212 (2.293558424169367) | > loss_gen: 2.7333855628967285 (2.8081832148812036) | > loss_kl: 2.3271803855895996 (2.1372635581276636) | > loss_feat: 5.061612129211426 (6.902982408350164) | > loss_mel: 20.481271743774414 (19.441919673572887) | > loss_duration: 2.3671302795410156 (2.2700083472511987) | > loss_1: 32.9705810546875 (33.56035666032271)  --> STEP: 12 | > loss_disc: 1.8995782136917114 (2.260726739962896) | > loss_disc_real_0: 0.07217154651880264 (0.10534410364925861) | > loss_disc_real_1: 0.2027415782213211 (0.26294968525568646) | > loss_disc_real_2: 0.19875121116638184 (0.200662641475598) | > loss_disc_real_3: 0.1876596361398697 (0.24845294157663977) | > loss_disc_real_4: 0.16666707396507263 (0.27143606916069984) | > loss_disc_real_5: 0.24436673521995544 (0.2521484047174454) | > loss_0: 1.8995782136917114 (2.260726739962896) | > loss_gen: 2.9140355587005615 (2.8170042435328164) | > loss_kl: 2.187260866165161 (2.141430000464122) | > loss_feat: 7.037001609802246 (6.914150675137837) | > loss_mel: 19.10565185546875 (19.41389735539754) | > loss_duration: 2.184579849243164 (2.2628893057505293) | > loss_1: 33.42852783203125 (33.54937092463175)  --> STEP: 13 | > loss_disc: 2.2871997356414795 (2.262763124245864) | > loss_disc_real_0: 0.08884666860103607 (0.10407507018401073) | > loss_disc_real_1: 0.33028408885002136 (0.26812925476294297) | > loss_disc_real_2: 0.19964081048965454 (0.2005840390920639) | > loss_disc_real_3: 0.22631406784057617 (0.24674995128925026) | > loss_disc_real_4: 0.22724810242652893 (0.26803699479653287) | > loss_disc_real_5: 0.23257490992546082 (0.2506427512719081) | > loss_0: 2.2871997356414795 (2.262763124245864) | > loss_gen: 2.809499979019165 (2.816426992416382) | > loss_kl: 2.4377243518829346 (2.164221873650184) | > loss_feat: 6.859500885009766 (6.909946845127986) | > loss_mel: 17.1906681060791 (19.242879720834587) | > loss_duration: 2.12689208984375 (2.252427981450008) | > loss_1: 31.424283981323242 (33.385902698223404)  --> STEP: 14 | > loss_disc: 2.5031843185424805 (2.279936066695622) | > loss_disc_real_0: 0.16566656529903412 (0.10847446269222669) | > loss_disc_real_1: 0.2008247971534729 (0.2633217935051237) | > loss_disc_real_2: 0.18000835180282593 (0.19911434714283263) | > loss_disc_real_3: 0.3560883104801178 (0.25455983408859795) | > loss_disc_real_4: 0.3415832221508026 (0.2732902967504093) | > loss_disc_real_5: 0.3080311119556427 (0.2547419198921749) | > loss_0: 2.5031843185424805 (2.279936066695622) | > loss_gen: 2.6140799522399902 (2.8019736324037825) | > loss_kl: 2.7152631282806396 (2.2035819632666453) | > loss_feat: 6.804867744445801 (6.902441195079258) | > loss_mel: 21.949138641357422 (19.43618392944336) | > loss_duration: 2.358038902282715 (2.259971618652344) | > loss_1: 36.44138717651367 (33.60415158952985)  --> STEP: 15 | > loss_disc: 2.299283981323242 (2.2812259276707967) | > loss_disc_real_0: 0.12430384755134583 (0.10952975501616796) | > loss_disc_real_1: 0.3210873305797577 (0.2671728293100993) | > loss_disc_real_2: 0.24835099279880524 (0.20239679018656412) | > loss_disc_real_3: 0.21752102673053741 (0.25209058026472725) | > loss_disc_real_4: 0.20283618569374084 (0.26859335601329803) | > loss_disc_real_5: 0.2060582935810089 (0.2514963448047638) | > loss_0: 2.299283981323242 (2.2812259276707967) | > loss_gen: 2.740330696105957 (2.7978641033172607) | > loss_kl: 2.539544105529785 (2.225979439417521) | > loss_feat: 6.997435092926025 (6.908774121602376) | > loss_mel: 19.441492080688477 (19.436537806193034) | > loss_duration: 2.2664480209350586 (2.2604033788045252) | > loss_1: 33.985252380371094 (33.629558308919265)  --> STEP: 16 | > loss_disc: 2.2018613815307617 (2.2762656435370445) | > loss_disc_real_0: 0.1334640085697174 (0.1110256458632648) | > loss_disc_real_1: 0.22280274331569672 (0.2643996989354491) | > loss_disc_real_2: 0.20002001523971558 (0.2022482417523861) | > loss_disc_real_3: 0.18925869464874268 (0.2481635874137282) | > loss_disc_real_4: 0.18856337666511536 (0.2635914823040366) | > loss_disc_real_5: 0.11895067244768143 (0.24321224028244615) | > loss_0: 2.2018613815307617 (2.2762656435370445) | > loss_gen: 2.669074535369873 (2.789814755320549) | > loss_kl: 2.0733847618103027 (2.21644227206707) | > loss_feat: 9.211454391479492 (7.052691638469696) | > loss_mel: 19.184892654418945 (19.420809984207153) | > loss_duration: 2.2591631412506104 (2.2603258639574055) | > loss_1: 35.39796829223633 (33.74008393287658)  --> STEP: 17 | > loss_disc: 2.453444719314575 (2.2866879421121933) | > loss_disc_real_0: 0.11143893003463745 (0.11104995669687495) | > loss_disc_real_1: 0.24201713502407074 (0.2630830775288975) | > loss_disc_real_2: 0.22209136188030243 (0.20341548411285176) | > loss_disc_real_3: 0.32064762711524963 (0.2524273544549942) | > loss_disc_real_4: 0.3068656325340271 (0.2661370205528596) | > loss_disc_real_5: 0.30737897753715515 (0.2469867542386055) | > loss_0: 2.453444719314575 (2.2866879421121933) | > loss_gen: 2.6404707431793213 (2.7810298134298885) | > loss_kl: 2.478740930557251 (2.2318716049194336) | > loss_feat: 5.857264518737793 (6.982372396132526) | > loss_mel: 19.54021453857422 (19.427833781522864) | > loss_duration: 2.3910462856292725 (2.268015300526339) | > loss_1: 32.907737731933594 (33.69112239164464)  --> STEP: 18 | > loss_disc: 1.968222737312317 (2.2689954307344227) | > loss_disc_real_0: 0.04617934674024582 (0.10744603392150667) | > loss_disc_real_1: 0.16292601823806763 (0.2575187964571847) | > loss_disc_real_2: 0.16926532983779907 (0.20151825331979328) | > loss_disc_real_3: 0.23505191504955292 (0.25146205226580304) | > loss_disc_real_4: 0.18585950136184692 (0.2616771583755811) | > loss_disc_real_5: 0.19547122716903687 (0.24412478051251835) | > loss_0: 1.968222737312317 (2.2689954307344227) | > loss_gen: 3.1050381660461426 (2.7990302774641247) | > loss_kl: 2.332320213317871 (2.237452083163791) | > loss_feat: 10.690421104431152 (7.188375102149116) | > loss_mel: 22.30846405029297 (19.587868796454536) | > loss_duration: 2.2154386043548584 (2.2650943729612565) | > loss_1: 40.65168380737305 (34.077820248074)  --> STEP: 19 | > loss_disc: 2.541738510131836 (2.2833503296500757) | > loss_disc_real_0: 0.13768979907035828 (0.10903781103460412) | > loss_disc_real_1: 0.28096941113471985 (0.2587530393349497) | > loss_disc_real_2: 0.18797041475772858 (0.20080520918494776) | > loss_disc_real_3: 0.25920915603637695 (0.2518697945695174) | > loss_disc_real_4: 0.236700177192688 (0.26036258041858673) | > loss_disc_real_5: 0.22340071201324463 (0.24303404006518817) | > loss_0: 2.541738510131836 (2.2833503296500757) | > loss_gen: 2.1118922233581543 (2.7628651167217053) | > loss_kl: 1.7805570363998413 (2.213404975439373) | > loss_feat: 6.199163436889648 (7.1363113302933545) | > loss_mel: 18.174938201904297 (19.513504028320312) | > loss_duration: 2.328763484954834 (2.2684453788556556) | > loss_1: 30.59531593322754 (33.894530547292604)  --> STEP: 20 | > loss_disc: 2.2738399505615234 (2.282874810695648) | > loss_disc_real_0: 0.13095256686210632 (0.11013354882597923) | > loss_disc_real_1: 0.1982041448354721 (0.2557255946099758) | > loss_disc_real_2: 0.2248838096857071 (0.20200913920998573) | > loss_disc_real_3: 0.24281100928783417 (0.2514168553054333) | > loss_disc_real_4: 0.22509042918682098 (0.25859897285699845) | > loss_disc_real_5: 0.28497201204299927 (0.2451309386640787) | > loss_0: 2.2738399505615234 (2.282874810695648) | > loss_gen: 2.8221828937530518 (2.765831005573273) | > loss_kl: 2.158475399017334 (2.210658496618271) | > loss_feat: 6.900886535644531 (7.124540090560913) | > loss_mel: 20.94011688232422 (19.58483467102051) | > loss_duration: 2.275881290435791 (2.268817174434662) | > loss_1: 35.0975456237793 (33.954681301116935)  --> STEP: 21 | > loss_disc: 2.043384313583374 (2.2714705013093495) | > loss_disc_real_0: 0.07330641150474548 (0.10837987562020619) | > loss_disc_real_1: 0.23181059956550598 (0.2545867853221439) | > loss_disc_real_2: 0.19219379127025604 (0.20154174168904623) | > loss_disc_real_3: 0.19754616916179657 (0.24885158453668868) | > loss_disc_real_4: 0.24809013307094574 (0.25809855191480546) | > loss_disc_real_5: 0.27858129143714905 (0.2467238126056535) | > loss_0: 2.043384313583374 (2.2714705013093495) | > loss_gen: 2.9575390815734863 (2.7749599615732827) | > loss_kl: 1.9928200244903564 (2.200285236040751) | > loss_feat: 7.617838382720947 (7.148030485425677) | > loss_mel: 20.390703201293945 (19.62320936293829) | > loss_duration: 2.1471009254455566 (2.2630211625780383) | > loss_1: 35.10600280761719 (34.0095061347598)  --> STEP: 22 | > loss_disc: 2.03100848197937 (2.260540409521623) | > loss_disc_real_0: 0.09841638058423996 (0.10792698948220773) | > loss_disc_real_1: 0.1943526268005371 (0.25184886902570724) | > loss_disc_real_2: 0.16275060176849365 (0.19977850805629382) | > loss_disc_real_3: 0.1514555811882019 (0.24442449347539383) | > loss_disc_real_4: 0.20547530055046082 (0.2557065859436989) | > loss_disc_real_5: 0.22422218322753906 (0.24570101127028465) | > loss_0: 2.03100848197937 (2.260540409521623) | > loss_gen: 2.7964301109313965 (2.7759358774531973) | > loss_kl: 2.1070845127105713 (2.196048839525743) | > loss_feat: 7.607784271240234 (7.168928384780884) | > loss_mel: 17.446453094482422 (19.524265896190297) | > loss_duration: 2.1623804569244385 (2.2584465850483295) | > loss_1: 32.12013244628906 (33.92362551255658)  --> STEP: 23 | > loss_disc: 2.3655872344970703 (2.2651076627814253) | > loss_disc_real_0: 0.11201278120279312 (0.10810463260049405) | > loss_disc_real_1: 0.26183179020881653 (0.2522829090771468) | > loss_disc_real_2: 0.22396013140678406 (0.20082988298457602) | > loss_disc_real_3: 0.1711047887802124 (0.24123668022777722) | > loss_disc_real_4: 0.20600388944149017 (0.253545599139255) | > loss_disc_real_5: 0.2123795598745346 (0.2442522525139477) | > loss_0: 2.3655872344970703 (2.2651076627814253) | > loss_gen: 2.427521228790283 (2.760787414467853) | > loss_kl: 2.4539973735809326 (2.2072639931803164) | > loss_feat: 7.306745529174805 (7.174920434537142) | > loss_mel: 18.133121490478516 (19.463781356811523) | > loss_duration: 2.254157066345215 (2.2582600842351503) | > loss_1: 32.57554244995117 (33.86501320548678)  --> STEP: 24 | > loss_disc: 2.4009451866149902 (2.270767559607824) | > loss_disc_real_0: 0.2629791498184204 (0.11455773748457432) | > loss_disc_real_1: 0.30628979206085205 (0.2545331958681345) | > loss_disc_real_2: 0.23995144665241241 (0.20245994813740253) | > loss_disc_real_3: 0.2438967078924179 (0.24134751471380392) | > loss_disc_real_4: 0.24894040822982788 (0.25335371618469554) | > loss_disc_real_5: 0.25470858812332153 (0.24468793316433826) | > loss_0: 2.4009451866149902 (2.270767559607824) | > loss_gen: 3.031440019607544 (2.7720646063486734) | > loss_kl: 2.4891600608825684 (2.21900966266791) | > loss_feat: 7.690832614898682 (7.196416775385539) | > loss_mel: 17.0063419342041 (19.361388047536213) | > loss_duration: 2.3964366912841797 (2.2640174428621935) | > loss_1: 32.61421203613281 (33.81289649009703)  --> STEP: 25 | > loss_disc: 2.3365063667297363 (2.2733971118927) | > loss_disc_real_0: 0.14097024500370026 (0.11561423778533936) | > loss_disc_real_1: 0.24876156449317932 (0.2543023306131363) | > loss_disc_real_2: 0.33630555868148804 (0.20781377255916594) | > loss_disc_real_3: 0.22764548659324646 (0.24079943358898162) | > loss_disc_real_4: 0.26843273639678955 (0.2539568769931793) | > loss_disc_real_5: 0.18772807717323303 (0.24240953892469405) | > loss_0: 2.3365063667297363 (2.2733971118927) | > loss_gen: 2.65177845954895 (2.7672531604766846) | > loss_kl: 2.561925172805786 (2.232726283073425) | > loss_feat: 8.625626564025879 (7.253585166931153) | > loss_mel: 18.15035629272461 (19.31294677734375) | > loss_duration: 2.3839874267578125 (2.2688162422180183) | > loss_1: 34.37367248535156 (33.83532752990721)  --> STEP: 26 | > loss_disc: 2.366881847381592 (2.276992678642273) | > loss_disc_real_0: 0.06772558391094208 (0.11377236648247792) | > loss_disc_real_1: 0.15320998430252075 (0.2504141634473434) | > loss_disc_real_2: 0.1122799888253212 (0.20413939626171038) | > loss_disc_real_3: 0.20676183700561523 (0.23949029525885215) | > loss_disc_real_4: 0.23133085668087006 (0.25308664544270587) | > loss_disc_real_5: 0.1484370082616806 (0.23879521082227045) | > loss_0: 2.366881847381592 (2.276992678642273) | > loss_gen: 2.1419920921325684 (2.743204657848065) | > loss_kl: 2.4737308025360107 (2.24199568766814) | > loss_feat: 12.160719871520996 (7.442321117107685) | > loss_mel: 21.610210418701172 (19.40130307124211) | > loss_duration: 2.276609420776367 (2.269115979854878) | > loss_1: 40.66326141357422 (34.097940371586716) --> EVAL PERFORMANCE | > avg_loader_time: 0.002287800495441143 (-0.00022334318894606407) | > avg_loss_disc: 2.276992678642273 (-0.0076900628896861) | > avg_loss_disc_real_0: 0.11377236648247792 (+0.02629045769572258) | > avg_loss_disc_real_1: 0.2504141634473434 (+0.05082668421360165) | > avg_loss_disc_real_2: 0.20413939626171038 (-0.023697370233444065) | > avg_loss_disc_real_3: 0.23949029525885215 (-0.02105625088398269) | > avg_loss_disc_real_4: 0.25308664544270587 (+0.050662672290435196) | > avg_loss_disc_real_5: 0.23879521082227045 (+0.0017606567304867815) | > avg_loss_0: 2.276992678642273 (-0.0076900628896861) | > avg_loss_gen: 2.743204657848065 (+0.19150433173546455) | > avg_loss_kl: 2.24199568766814 (+0.052758955038511246) | > avg_loss_feat: 7.442321117107685 (-0.45881937100337034) | > avg_loss_mel: 19.40130307124211 (+0.07275643715491498) | > avg_loss_duration: 2.269115979854878 (-0.020818857046272843) | > avg_loss_1: 34.097940371586716 (-0.16261893052322307)  > EPOCH: 188/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:11:25)   --> TIME: 2024-06-10 23:11:29 -- STEP: 9/330 -- GLOBAL_STEP: 150050 | > loss_disc: 2.417043447494507 (2.3278780778249106) | > loss_disc_real_0: 0.12020580470561981 (0.10333544843726689) | > loss_disc_real_1: 0.25112250447273254 (0.21135725246535408) | > loss_disc_real_2: 0.22062699496746063 (0.20854938526948294) | > loss_disc_real_3: 0.2690001428127289 (0.22546903954611885) | > loss_disc_real_4: 0.2299964427947998 (0.2233431471718682) | > loss_disc_real_5: 0.23543620109558105 (0.20985663930575052) | > loss_0: 2.417043447494507 (2.3278780778249106) | > grad_norm_0: tensor(6.3480, device='cuda:0') (tensor(7.7662, device='cuda:0')) | > loss_gen: 2.5181262493133545 (2.4692779382069907) | > loss_kl: 1.5817815065383911 (1.8028905259238348) | > loss_feat: 6.51641321182251 (6.887821515401204) | > loss_mel: 19.297653198242188 (19.4976863861084) | > loss_duration: 2.1712427139282227 (2.2560018168555365) | > loss_1: 32.0852165222168 (32.913678063286675) | > grad_norm_1: tensor(116.1875, device='cuda:0') (tensor(128.8925, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.333 (0.344173616833157) | > loader_time: 0.0029 (0.002995358573065864)  --> TIME: 2024-06-10 23:11:38 -- STEP: 34/330 -- GLOBAL_STEP: 150075 | > loss_disc: 2.339087963104248 (2.3006090416627774) | > loss_disc_real_0: 0.07737022638320923 (0.10897271313211497) | > loss_disc_real_1: 0.21411359310150146 (0.2031978938509436) | > loss_disc_real_2: 0.21039238572120667 (0.2122015374548295) | > loss_disc_real_3: 0.2547653317451477 (0.22514976780204213) | > loss_disc_real_4: 0.2139134556055069 (0.21999214414288015) | > loss_disc_real_5: 0.22481805086135864 (0.21335191674092235) | > loss_0: 2.339087963104248 (2.3006090416627774) | > grad_norm_0: tensor(6.7163, device='cuda:0') (tensor(11.1145, device='cuda:0')) | > loss_gen: 2.499021530151367 (2.536105408388026) | > loss_kl: 1.6780771017074585 (1.7569327389492708) | > loss_feat: 8.013578414916992 (7.190713728175444) | > loss_mel: 20.011449813842773 (19.441118240356445) | > loss_duration: 2.0910706520080566 (2.1203539651982926) | > loss_1: 34.29319763183594 (33.04522396536434) | > grad_norm_1: tensor(152.4967, device='cuda:0') (tensor(153.9369, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3636 (0.34800254597383384) | > loader_time: 0.0032 (0.0033556433284983914)  --> TIME: 2024-06-10 23:11:47 -- STEP: 59/330 -- GLOBAL_STEP: 150100 | > loss_disc: 2.2120885848999023 (2.293063705250368) | > loss_disc_real_0: 0.12862198054790497 (0.11136886073371112) | > loss_disc_real_1: 0.23532205820083618 (0.2036467783026776) | > loss_disc_real_2: 0.23934032022953033 (0.21376993646055964) | > loss_disc_real_3: 0.21893462538719177 (0.22432106783834554) | > loss_disc_real_4: 0.22597123682498932 (0.22029806926088819) | > loss_disc_real_5: 0.20145757496356964 (0.21103537562540023) | > loss_0: 2.2120885848999023 (2.293063705250368) | > grad_norm_0: tensor(14.6909, device='cuda:0') (tensor(12.2109, device='cuda:0')) | > loss_gen: 2.580322504043579 (2.551689483351627) | > loss_kl: 1.8353933095932007 (1.7422111721362097) | > loss_feat: 7.577744960784912 (7.296212511547541) | > loss_mel: 18.520435333251953 (19.41464327149472) | > loss_duration: 2.0059378147125244 (2.0863062082710897) | > loss_1: 32.51983642578125 (33.0910626427602) | > grad_norm_1: tensor(226.4640, device='cuda:0') (tensor(148.6056, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3707 (0.35134114249277926) | > loader_time: 0.0035 (0.0035196845814333124)  --> TIME: 2024-06-10 23:11:56 -- STEP: 84/330 -- GLOBAL_STEP: 150125 | > loss_disc: 2.3077893257141113 (2.2897640892437527) | > loss_disc_real_0: 0.1603025496006012 (0.11147090987790198) | > loss_disc_real_1: 0.18011628091335297 (0.20252189483670963) | > loss_disc_real_2: 0.2216976433992386 (0.2136805878863448) | > loss_disc_real_3: 0.1960306465625763 (0.2245911168200629) | > loss_disc_real_4: 0.220411017537117 (0.2197754147152106) | > loss_disc_real_5: 0.22826477885246277 (0.20987473144417718) | > loss_0: 2.3077893257141113 (2.2897640892437527) | > grad_norm_0: tensor(68.1428, device='cuda:0') (tensor(15.5403, device='cuda:0')) | > loss_gen: 2.501063823699951 (2.5647194101696917) | > loss_kl: 1.6445579528808594 (1.7386626516069685) | > loss_feat: 7.227092742919922 (7.3648164215542025) | > loss_mel: 18.9180850982666 (19.370431536719916) | > loss_duration: 2.1419332027435303 (2.072922954956689) | > loss_1: 32.43273162841797 (33.11155310131256) | > grad_norm_1: tensor(271.7751, device='cuda:0') (tensor(188.9109, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3588 (0.3532593363807314) | > loader_time: 0.0039 (0.0035855628195263093)  --> TIME: 2024-06-10 23:12:05 -- STEP: 109/330 -- GLOBAL_STEP: 150150 | > loss_disc: 2.2574033737182617 (2.281921655759898) | > loss_disc_real_0: 0.13623744249343872 (0.11209576706820672) | > loss_disc_real_1: 0.19387651979923248 (0.2008412157723663) | > loss_disc_real_2: 0.23979707062244415 (0.21387508402176952) | > loss_disc_real_3: 0.23167678713798523 (0.2230244263869907) | > loss_disc_real_4: 0.23955918848514557 (0.21745803323360757) | > loss_disc_real_5: 0.21033723652362823 (0.20913191153368818) | > loss_0: 2.2574033737182617 (2.281921655759898) | > grad_norm_0: tensor(7.5510, device='cuda:0') (tensor(18.0941, device='cuda:0')) | > loss_gen: 2.569061517715454 (2.582047801498973) | > loss_kl: 1.813294768333435 (1.726504161817218) | > loss_feat: 7.112564563751221 (7.411180404348111) | > loss_mel: 18.999731063842773 (19.30039838038454) | > loss_duration: 2.0109381675720215 (2.06966425628837) | > loss_1: 32.50558853149414 (33.0897951388578) | > grad_norm_1: tensor(382.4948, device='cuda:0') (tensor(210.1494, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3815 (0.35533920996779683) | > loader_time: 0.0046 (0.003680014829023169)  --> TIME: 2024-06-10 23:12:15 -- STEP: 134/330 -- GLOBAL_STEP: 150175 | > loss_disc: 2.296771764755249 (2.2824996140465803) | > loss_disc_real_0: 0.18359702825546265 (0.11133355508322146) | > loss_disc_real_1: 0.20558421313762665 (0.19913100228825611) | > loss_disc_real_2: 0.24075572192668915 (0.21358886705850488) | > loss_disc_real_3: 0.240805521607399 (0.2254298175893613) | > loss_disc_real_4: 0.19440516829490662 (0.2185945656539789) | > loss_disc_real_5: 0.19355523586273193 (0.21049290172644516) | > loss_0: 2.296771764755249 (2.2824996140465803) | > grad_norm_0: tensor(50.7740, device='cuda:0') (tensor(21.0126, device='cuda:0')) | > loss_gen: 2.6693875789642334 (2.5915674825212847) | > loss_kl: 1.7946536540985107 (1.7167651973553557) | > loss_feat: 8.059885025024414 (7.4363218812800165) | > loss_mel: 19.902441024780273 (19.347082294634927) | > loss_duration: 2.0570998191833496 (2.0697315486509393) | > loss_1: 34.48346710205078 (33.16146847739151) | > grad_norm_1: tensor(467.8884, device='cuda:0') (tensor(239.3088, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3656 (0.35804519012792774) | > loader_time: 0.0043 (0.003804197951928893)  --> TIME: 2024-06-10 23:12:24 -- STEP: 159/330 -- GLOBAL_STEP: 150200 | > loss_disc: 2.2888596057891846 (2.2818280241024564) | > loss_disc_real_0: 0.11562149971723557 (0.1110208826901028) | > loss_disc_real_1: 0.1774941235780716 (0.1983839491815687) | > loss_disc_real_2: 0.2013595551252365 (0.2134967233587361) | > loss_disc_real_3: 0.22805187106132507 (0.2254157230351706) | > loss_disc_real_4: 0.2567841410636902 (0.21776313723633126) | > loss_disc_real_5: 0.21619196236133575 (0.21023662941260907) | > loss_0: 2.2888596057891846 (2.2818280241024564) | > grad_norm_0: tensor(40.0069, device='cuda:0') (tensor(22.7391, device='cuda:0')) | > loss_gen: 2.660935401916504 (2.5928989851249855) | > loss_kl: 1.715275526046753 (1.7209185564293052) | > loss_feat: 7.950789451599121 (7.434217102122757) | > loss_mel: 19.489030838012695 (19.32002183926181) | > loss_duration: 2.0671303272247314 (2.0704650324095706) | > loss_1: 33.88316345214844 (33.13852160231874) | > grad_norm_1: tensor(413.6214, device='cuda:0') (tensor(259.4488, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3798 (0.36139042722354137) | > loader_time: 0.0044 (0.0039207890348614384)  --> TIME: 2024-06-10 23:12:34 -- STEP: 184/330 -- GLOBAL_STEP: 150225 | > loss_disc: 2.3189172744750977 (2.284743546143821) | > loss_disc_real_0: 0.2014911025762558 (0.1122867539929955) | > loss_disc_real_1: 0.1931449919939041 (0.1981222687046165) | > loss_disc_real_2: 0.2114831954240799 (0.2140042138002489) | > loss_disc_real_3: 0.22069820761680603 (0.22558074760372224) | > loss_disc_real_4: 0.2014435976743698 (0.21755960875231287) | > loss_disc_real_5: 0.21585173904895782 (0.21004170211760895) | > loss_0: 2.3189172744750977 (2.284743546143821) | > grad_norm_0: tensor(68.2730, device='cuda:0') (tensor(24.6243, device='cuda:0')) | > loss_gen: 2.700549840927124 (2.594072910754578) | > loss_kl: 1.6941399574279785 (1.7231419079977532) | > loss_feat: 7.538941383361816 (7.423754531404247) | > loss_mel: 19.031015396118164 (19.292443928511243) | > loss_duration: 2.1053481101989746 (2.0756718283114215) | > loss_1: 33.06999588012695 (33.10908518666809) | > grad_norm_1: tensor(167.8706, device='cuda:0') (tensor(276.0893, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.369 (0.3648293756920356) | > loader_time: 0.0047 (0.004039985978085062)  --> TIME: 2024-06-10 23:12:44 -- STEP: 209/330 -- GLOBAL_STEP: 150250 | > loss_disc: 2.2509827613830566 (2.2887033663297953) | > loss_disc_real_0: 0.07882628589868546 (0.11244430220084327) | > loss_disc_real_1: 0.17957830429077148 (0.19910772665265644) | > loss_disc_real_2: 0.2016783356666565 (0.21473736134157226) | > loss_disc_real_3: 0.2001080960035324 (0.22579278066112665) | > loss_disc_real_4: 0.1578984260559082 (0.21753372893664255) | > loss_disc_real_5: 0.2047099620103836 (0.21033220713218434) | > loss_0: 2.2509827613830566 (2.2887033663297953) | > grad_norm_0: tensor(16.8907, device='cuda:0') (tensor(26.2818, device='cuda:0')) | > loss_gen: 2.5169966220855713 (2.5990866941698445) | > loss_kl: 1.7598451375961304 (1.7318276606108014) | > loss_feat: 7.826463222503662 (7.446540410438793) | > loss_mel: 19.106176376342773 (19.261325078717835) | > loss_duration: 2.1444737911224365 (2.081913586438557) | > loss_1: 33.35395431518555 (33.120693498821375) | > grad_norm_1: tensor(119.4035, device='cuda:0') (tensor(289.1062, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.3994 (0.3685761205317299) | > loader_time: 0.0049 (0.004162717664070675)  --> TIME: 2024-06-10 23:12:55 -- STEP: 234/330 -- GLOBAL_STEP: 150275 | > loss_disc: 2.2918834686279297 (2.283647360964718) | > loss_disc_real_0: 0.11188698559999466 (0.11260340647756034) | > loss_disc_real_1: 0.22097069025039673 (0.19869736925913736) | > loss_disc_real_2: 0.21851018071174622 (0.21441850874923232) | > loss_disc_real_3: 0.241986945271492 (0.22510955794754192) | > loss_disc_real_4: 0.27125880122184753 (0.21759317598791203) | > loss_disc_real_5: 0.2591532766819 (0.20984114044242436) | > loss_0: 2.2918834686279297 (2.283647360964718) | > grad_norm_0: tensor(23.3755, device='cuda:0') (tensor(26.2305, device='cuda:0')) | > loss_gen: 2.6989893913269043 (2.601255191697016) | > loss_kl: 1.795649766921997 (1.7333352703314562) | > loss_feat: 7.254543304443359 (7.459591125830626) | > loss_mel: 18.327735900878906 (19.204893870231434) | > loss_duration: 2.154188632965088 (2.0889263204020296) | > loss_1: 32.231109619140625 (33.08800187070148) | > grad_norm_1: tensor(398.5643, device='cuda:0') (tensor(300.0803, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.4203 (0.37229660026028605) | > loader_time: 0.0055 (0.004307353598439793)  --> TIME: 2024-06-10 23:13:05 -- STEP: 259/330 -- GLOBAL_STEP: 150300 | > loss_disc: 2.2604775428771973 (2.2862297531260487) | > loss_disc_real_0: 0.1051100417971611 (0.11314065597634979) | > loss_disc_real_1: 0.18157097697257996 (0.19899038556229653) | > loss_disc_real_2: 0.22347493469715118 (0.2144749695039624) | > loss_disc_real_3: 0.21624194085597992 (0.22503126944814408) | > loss_disc_real_4: 0.22455064952373505 (0.21770607401045133) | > loss_disc_real_5: 0.19276878237724304 (0.20982124544248618) | > loss_0: 2.2604775428771973 (2.2862297531260487) | > grad_norm_0: tensor(27.8145, device='cuda:0') (tensor(27.3586, device='cuda:0')) | > loss_gen: 2.7115349769592285 (2.598816014624932) | > loss_kl: 1.7257463932037354 (1.73416348866054) | > loss_feat: 7.867575645446777 (7.463140990283038) | > loss_mel: 18.84978485107422 (19.16706205242849) | > loss_duration: 2.1906332969665527 (2.095306783109096) | > loss_1: 33.34527587890625 (33.058489405510535) | > grad_norm_1: tensor(287.3665, device='cuda:0') (tensor(311.9722, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.4214 (0.37629764604752575) | > loader_time: 0.0065 (0.004462032244472429)  --> TIME: 2024-06-10 23:13:17 -- STEP: 284/330 -- GLOBAL_STEP: 150325 | > loss_disc: 2.3702611923217773 (2.2882909363424275) | > loss_disc_real_0: 0.1978335678577423 (0.1140667512409494) | > loss_disc_real_1: 0.18448352813720703 (0.19970351221485877) | > loss_disc_real_2: 0.2281799465417862 (0.2145236039560445) | > loss_disc_real_3: 0.22224389016628265 (0.2250383470574735) | > loss_disc_real_4: 0.2284078747034073 (0.2176924248186635) | > loss_disc_real_5: 0.23035259544849396 (0.20983451583855586) | > loss_0: 2.3702611923217773 (2.2882909363424275) | > grad_norm_0: tensor(122.1772, device='cuda:0') (tensor(28.9459, device='cuda:0')) | > loss_gen: 2.5680501461029053 (2.596447624790838) | > loss_kl: 1.841840147972107 (1.737165391864911) | > loss_feat: 7.225677967071533 (7.461839365287566) | > loss_mel: 18.198406219482422 (19.135588578774897) | > loss_duration: 2.1931397914886475 (2.1034705353454792) | > loss_1: 32.02711486816406 (33.03451160645823) | > grad_norm_1: tensor(443.8090, device='cuda:0') (tensor(320.7944, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.4545 (0.38238337426118435) | > loader_time: 0.0066 (0.004632915409517957)  --> TIME: 2024-06-10 23:13:29 -- STEP: 309/330 -- GLOBAL_STEP: 150350 | > loss_disc: 2.348860263824463 (2.2889403895652785) | > loss_disc_real_0: 0.15863558650016785 (0.11491604870287732) | > loss_disc_real_1: 0.21842022240161896 (0.19988343823689095) | > loss_disc_real_2: 0.1785597801208496 (0.2143719013069053) | > loss_disc_real_3: 0.1782538741827011 (0.22464215818153616) | > loss_disc_real_4: 0.2268785834312439 (0.21806360496672225) | > loss_disc_real_5: 0.1790381819009781 (0.20970591868976168) | > loss_0: 2.348860263824463 (2.2889403895652785) | > grad_norm_0: tensor(66.3330, device='cuda:0') (tensor(30.5854, device='cuda:0')) | > loss_gen: 2.49729585647583 (2.599748803573906) | > loss_kl: 1.7199232578277588 (1.7414416873339313) | > loss_feat: 7.61452579498291 (7.502472294187083) | > loss_mel: 18.887117385864258 (19.098105063330394) | > loss_duration: 2.2826952934265137 (2.114001423795631) | > loss_1: 33.001556396484375 (33.05576936789702) | > grad_norm_1: tensor(441.4362, device='cuda:0') (tensor(329.2886, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.5063 (0.3907141083652532) | > loader_time: 0.0065 (0.004812955084742077)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2932331562042236 (2.2932331562042236) | > loss_disc_real_0: 0.1466515064239502 (0.1466515064239502) | > loss_disc_real_1: 0.17385338246822357 (0.17385338246822357) | > loss_disc_real_2: 0.2225043773651123 (0.2225043773651123) | > loss_disc_real_3: 0.21657799184322357 (0.21657799184322357) | > loss_disc_real_4: 0.24936655163764954 (0.24936655163764954) | > loss_disc_real_5: 0.21396872401237488 (0.21396872401237488) | > loss_0: 2.2932331562042236 (2.2932331562042236) | > loss_gen: 2.314849853515625 (2.314849853515625) | > loss_kl: 1.7824844121932983 (1.7824844121932983) | > loss_feat: 5.757331371307373 (5.757331371307373) | > loss_mel: 15.87015151977539 (15.87015151977539) | > loss_duration: 2.854649782180786 (2.854649782180786) | > loss_1: 28.5794677734375 (28.5794677734375)  --> STEP: 1 | > loss_disc: 2.5124664306640625 (2.5124664306640625) | > loss_disc_real_0: 0.10662302374839783 (0.10662302374839783) | > loss_disc_real_1: 0.12690401077270508 (0.12690401077270508) | > loss_disc_real_2: 0.22155943512916565 (0.22155943512916565) | > loss_disc_real_3: 0.2881168723106384 (0.2881168723106384) | > loss_disc_real_4: 0.22441211342811584 (0.22441211342811584) | > loss_disc_real_5: 0.256971538066864 (0.256971538066864) | > loss_0: 2.5124664306640625 (2.5124664306640625) | > loss_gen: 2.0696358680725098 (2.0696358680725098) | > loss_kl: 1.8560065031051636 (1.8560065031051636) | > loss_feat: 5.579803466796875 (5.579803466796875) | > loss_mel: 17.360509872436523 (17.360509872436523) | > loss_duration: 2.2796926498413086 (2.2796926498413086) | > loss_1: 29.145648956298828 (29.145648956298828)  --> STEP: 2 | > loss_disc: 2.1215691566467285 (2.3170177936553955) | > loss_disc_real_0: 0.05506147816777229 (0.08084225095808506) | > loss_disc_real_1: 0.13792027533054352 (0.1324121430516243) | > loss_disc_real_2: 0.17225271463394165 (0.19690607488155365) | > loss_disc_real_3: 0.19446302950382233 (0.24128995090723038) | > loss_disc_real_4: 0.20297005772590637 (0.2136910855770111) | > loss_disc_real_5: 0.1643354892730713 (0.21065351366996765) | > loss_0: 2.1215691566467285 (2.3170177936553955) | > loss_gen: 2.2240257263183594 (2.1468307971954346) | > loss_kl: 1.828083872795105 (1.8420451879501343) | > loss_feat: 6.734013557434082 (6.1569085121154785) | > loss_mel: 18.98988914489746 (18.175199508666992) | > loss_duration: 2.3398680686950684 (2.3097803592681885) | > loss_1: 32.11587905883789 (30.63076400756836)  --> STEP: 3 | > loss_disc: 2.118797540664673 (2.2509443759918213) | > loss_disc_real_0: 0.0666947215795517 (0.07612640783190727) | > loss_disc_real_1: 0.10343378782272339 (0.12275269130865733) | > loss_disc_real_2: 0.12191759794950485 (0.17190991590420404) | > loss_disc_real_3: 0.18851426243782043 (0.2236980547507604) | > loss_disc_real_4: 0.23993556201457977 (0.222439244389534) | > loss_disc_real_5: 0.2635502517223358 (0.2282857596874237) | > loss_0: 2.118797540664673 (2.2509443759918213) | > loss_gen: 2.5156054496765137 (2.2697556813557944) | > loss_kl: 2.6661787033081055 (2.1167563597361245) | > loss_feat: 8.276659965515137 (6.863492329915364) | > loss_mel: 20.74646759033203 (19.032288869222004) | > loss_duration: 2.1966552734375 (2.2720719973246255) | > loss_1: 36.40156555175781 (32.55436452229818)  --> STEP: 4 | > loss_disc: 2.337270975112915 (2.2725260257720947) | > loss_disc_real_0: 0.07822954654693604 (0.07665219251066446) | > loss_disc_real_1: 0.16672144830226898 (0.13374488055706024) | > loss_disc_real_2: 0.16532689332962036 (0.17026416026055813) | > loss_disc_real_3: 0.22133615612983704 (0.22310758009552956) | > loss_disc_real_4: 0.240341916680336 (0.2269149124622345) | > loss_disc_real_5: 0.2100786715745926 (0.22373398765921593) | > loss_0: 2.337270975112915 (2.2725260257720947) | > loss_gen: 2.0076193809509277 (2.2042216062545776) | > loss_kl: 2.475834608078003 (2.2065259218215942) | > loss_feat: 5.355767250061035 (6.486561059951782) | > loss_mel: 20.04938316345215 (19.28656244277954) | > loss_duration: 2.244525909423828 (2.2651854753494263) | > loss_1: 32.13313293457031 (32.44905662536621)  --> STEP: 5 | > loss_disc: 2.1686344146728516 (2.251747703552246) | > loss_disc_real_0: 0.06561900675296783 (0.07444555535912514) | > loss_disc_real_1: 0.11680317670106888 (0.13035653978586198) | > loss_disc_real_2: 0.2329212725162506 (0.18279558271169663) | > loss_disc_real_3: 0.19861862063407898 (0.21820978820323944) | > loss_disc_real_4: 0.2228928804397583 (0.22611050605773925) | > loss_disc_real_5: 0.25129082798957825 (0.2292453557252884) | > loss_0: 2.1686344146728516 (2.251747703552246) | > loss_gen: 2.4107627868652344 (2.245529842376709) | > loss_kl: 2.375141143798828 (2.240248966217041) | > loss_feat: 6.240897178649902 (6.437428283691406) | > loss_mel: 20.709768295288086 (19.57120361328125) | > loss_duration: 2.326852321624756 (2.2775188446044923) | > loss_1: 34.063419342041016 (32.77192916870117)  --> STEP: 6 | > loss_disc: 2.3713538646698 (2.271682063738505) | > loss_disc_real_0: 0.07236041128635406 (0.07409803134699662) | > loss_disc_real_1: 0.10008604824542999 (0.12531145786245665) | > loss_disc_real_2: 0.2503921389579773 (0.19406167541941008) | > loss_disc_real_3: 0.22508427500724792 (0.21935553600390753) | > loss_disc_real_4: 0.2855439782142639 (0.23601608475049338) | > loss_disc_real_5: 0.2112441211938858 (0.22624514997005463) | > loss_0: 2.3713538646698 (2.271682063738505) | > loss_gen: 2.274076461791992 (2.2502876122792563) | > loss_kl: 2.2712998390197754 (2.2454241116841636) | > loss_feat: 6.504031658172607 (6.4485288461049395) | > loss_mel: 19.773988723754883 (19.605001131693523) | > loss_duration: 2.149890899658203 (2.2562475204467773) | > loss_1: 32.973289489746094 (32.80548922220866)  --> STEP: 7 | > loss_disc: 2.3866872787475586 (2.28811138016837) | > loss_disc_real_0: 0.10112254321575165 (0.07795867589967591) | > loss_disc_real_1: 0.17126691341400146 (0.13187652294124877) | > loss_disc_real_2: 0.2159224897623062 (0.19718464889696666) | > loss_disc_real_3: 0.2644940912723541 (0.22580390104225703) | > loss_disc_real_4: 0.27947691082954407 (0.24222477419035776) | > loss_disc_real_5: 0.21356752514839172 (0.22443406070981706) | > loss_0: 2.3866872787475586 (2.28811138016837) | > loss_gen: 2.3407440185546875 (2.263209956032889) | > loss_kl: 3.603095769882202 (2.4393772057124545) | > loss_feat: 6.864454746246338 (6.507946831839425) | > loss_mel: 20.710472106933594 (19.76292555672782) | > loss_duration: 2.406905174255371 (2.2777700424194336) | > loss_1: 35.92567443847656 (33.25122996738979)  --> STEP: 8 | > loss_disc: 2.2637784481048584 (2.285069763660431) | > loss_disc_real_0: 0.09160801023244858 (0.0796648426912725) | > loss_disc_real_1: 0.13425570726394653 (0.13217392098158598) | > loss_disc_real_2: 0.23770762979984283 (0.20225002150982618) | > loss_disc_real_3: 0.23019617795944214 (0.22635293565690517) | > loss_disc_real_4: 0.2598576545715332 (0.24442888423800468) | > loss_disc_real_5: 0.2767263650894165 (0.230970598757267) | > loss_0: 2.2637784481048584 (2.285069763660431) | > loss_gen: 2.425917625427246 (2.283548414707184) | > loss_kl: 2.183053493499756 (2.4073367416858673) | > loss_feat: 8.162185668945312 (6.714726686477661) | > loss_mel: 20.0568904876709 (19.799671173095703) | > loss_duration: 2.1502716541290283 (2.261832743883133) | > loss_1: 34.97832107543945 (33.467116355895996)  --> STEP: 9 | > loss_disc: 2.379730224609375 (2.295587592654758) | > loss_disc_real_0: 0.12718713283538818 (0.08494509715172979) | > loss_disc_real_1: 0.13595257699489594 (0.13259377164973152) | > loss_disc_real_2: 0.23723578453063965 (0.20613732851213878) | > loss_disc_real_3: 0.23031863570213318 (0.22679356899526384) | > loss_disc_real_4: 0.22303345799446106 (0.2420516146553887) | > loss_disc_real_5: 0.2588244378566742 (0.23406546976831225) | > loss_0: 2.379730224609375 (2.295587592654758) | > loss_gen: 2.487070083618164 (2.3061619334750705) | > loss_kl: 2.190833806991577 (2.3832808600531683) | > loss_feat: 9.555630683898926 (7.030382686191135) | > loss_mel: 20.022117614746094 (19.82438744439019) | > loss_duration: 2.089165687561035 (2.2426475154028997) | > loss_1: 36.344818115234375 (33.78686099582248)  --> STEP: 10 | > loss_disc: 2.2293248176574707 (2.288961315155029) | > loss_disc_real_0: 0.0777788907289505 (0.08422847650945187) | > loss_disc_real_1: 0.155789315700531 (0.1349133260548115) | > loss_disc_real_2: 0.2479494959115982 (0.21031854525208474) | > loss_disc_real_3: 0.2621645927429199 (0.23033067137002944) | > loss_disc_real_4: 0.17969869077205658 (0.2358163222670555) | > loss_disc_real_5: 0.2079283595085144 (0.23145175874233245) | > loss_0: 2.2293248176574707 (2.288961315155029) | > loss_gen: 2.358916759490967 (2.31143741607666) | > loss_kl: 1.4154601097106934 (2.286498785018921) | > loss_feat: 6.462824821472168 (6.973626899719238) | > loss_mel: 19.97347640991211 (19.839296340942383) | > loss_duration: 2.224547863006592 (2.240837550163269) | > loss_1: 32.43522644042969 (33.6516975402832)  --> STEP: 11 | > loss_disc: 2.4155690670013428 (2.3004711107774214) | > loss_disc_real_0: 0.12029419094324112 (0.08750717782161453) | > loss_disc_real_1: 0.14714890718460083 (0.13602565161206506) | > loss_disc_real_2: 0.25850751996040344 (0.21469936113465915) | > loss_disc_real_3: 0.2819357216358185 (0.23502203957601028) | > loss_disc_real_4: 0.25690245628356934 (0.23773324354128403) | > loss_disc_real_5: 0.27352461218833923 (0.23527656360106033) | > loss_0: 2.4155690670013428 (2.3004711107774214) | > loss_gen: 2.3557288646698 (2.315463911403309) | > loss_kl: 2.3349289894104004 (2.290901530872692) | > loss_feat: 5.189789295196533 (6.811459844762629) | > loss_mel: 18.186128616333008 (19.689008365977894) | > loss_duration: 2.359128475189209 (2.251591270620173) | > loss_1: 30.425703048706055 (33.35842531377619)  --> STEP: 12 | > loss_disc: 2.5766994953155518 (2.3234901428222656) | > loss_disc_real_0: 0.042508672922849655 (0.08375730241338412) | > loss_disc_real_1: 0.1745300143957138 (0.13923434851070246) | > loss_disc_real_2: 0.22471261024475098 (0.21553379856050014) | > loss_disc_real_3: 0.23226115107536316 (0.2347919655342897) | > loss_disc_real_4: 0.19691671431064606 (0.23433186610539755) | > loss_disc_real_5: 0.19813226163387299 (0.23218120510379472) | > loss_0: 2.5766994953155518 (2.3234901428222656) | > loss_gen: 1.8940869569778442 (2.280349165201187) | > loss_kl: 1.8118221759796143 (2.250978251298269) | > loss_feat: 6.623045921325684 (6.795758684476216) | > loss_mel: 19.72313690185547 (19.691852410634358) | > loss_duration: 2.183244228363037 (2.2458956837654114) | > loss_1: 32.23533630371094 (33.264834562937416)  --> STEP: 13 | > loss_disc: 2.2640459537506104 (2.3189175128936768) | > loss_disc_real_0: 0.08087699115276337 (0.08353574000872098) | > loss_disc_real_1: 0.18465346097946167 (0.1427281263929147) | > loss_disc_real_2: 0.20243775844573975 (0.21452641085936472) | > loss_disc_real_3: 0.23947326838970184 (0.23515206575393677) | > loss_disc_real_4: 0.22751548886299133 (0.23380752939444321) | > loss_disc_real_5: 0.2511157989501953 (0.23363771232274863) | > loss_0: 2.2640459537506104 (2.3189175128936768) | > loss_gen: 2.353912115097046 (2.2860078536547146) | > loss_kl: 2.5490124225616455 (2.273903956780067) | > loss_feat: 5.930811882019043 (6.729224315056434) | > loss_mel: 18.235919952392578 (19.57985760615422) | > loss_duration: 2.166100025177002 (2.2397575561816874) | > loss_1: 31.235755920410156 (33.10875159043532)  --> STEP: 14 | > loss_disc: 2.289607048034668 (2.3168239082608904) | > loss_disc_real_0: 0.0761881023645401 (0.08301090874842235) | > loss_disc_real_1: 0.07724641263484955 (0.13805086112448148) | > loss_disc_real_2: 0.1562216579914093 (0.21036178565451077) | > loss_disc_real_3: 0.18435892462730408 (0.23152398424489157) | > loss_disc_real_4: 0.3527987599372864 (0.2423069030046463) | > loss_disc_real_5: 0.21614286303520203 (0.232388080230781) | > loss_0: 2.289607048034668 (2.3168239082608904) | > loss_gen: 2.284705400466919 (2.285914821284158) | > loss_kl: 2.8126511573791504 (2.3123858996800015) | > loss_feat: 7.25281286239624 (6.766623497009277) | > loss_mel: 20.81548500061035 (19.66811670575823) | > loss_duration: 2.3365440368652344 (2.246670876230512) | > loss_1: 35.502197265625 (33.27971199580601)  --> STEP: 15 | > loss_disc: 2.378445625305176 (2.3209320227305095) | > loss_disc_real_0: 0.08768588304519653 (0.08332257370154063) | > loss_disc_real_1: 0.11613459885120392 (0.13658977697292965) | > 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(0.23827119637280703) | > loss_disc_real_5: 0.21247562766075134 (0.23086683545261621) | > loss_0: 2.4668495655059814 (2.3300518691539764) | > loss_gen: 2.120594024658203 (2.270221956074238) | > loss_kl: 2.3043978214263916 (2.3222294002771378) | > loss_feat: 7.212805271148682 (6.745233237743378) | > loss_mel: 16.435251235961914 (19.35896348953247) | > loss_duration: 2.307969093322754 (2.2513947635889053) | > loss_1: 30.38101577758789 (32.94804298877716)  --> STEP: 17 | > loss_disc: 2.4496257305145264 (2.337085625704597) | > loss_disc_real_0: 0.09134960174560547 (0.08616639454575147) | > loss_disc_real_1: 0.1611461639404297 (0.1422099002143916) | > loss_disc_real_2: 0.20984065532684326 (0.2156022475922809) | > loss_disc_real_3: 0.2645877003669739 (0.23454180096878724) | > loss_disc_real_4: 0.26150643825531006 (0.2396379753070719) | > loss_disc_real_5: 0.20552653074264526 (0.22937622929320617) | > loss_0: 2.4496257305145264 (2.337085625704597) | > loss_gen: 2.113208293914795 (2.260985858300153) | > loss_kl: 1.709439754486084 (2.2861829505247226) | > loss_feat: 4.81699275970459 (6.631807327270508) | > loss_mel: 17.37455940246582 (19.242233837352078) | > loss_duration: 2.3330397605895996 (2.256197410471299) | > loss_1: 28.347240447998047 (32.677407545201916)  --> STEP: 18 | > loss_disc: 2.196584701538086 (2.3292800188064575) | > loss_disc_real_0: 0.04424549639225006 (0.08383745575944583) | > loss_disc_real_1: 0.1376793533563614 (0.14195820316672325) | > loss_disc_real_2: 0.17279715836048126 (0.21322418707940313) | > loss_disc_real_3: 0.2067691683769226 (0.23299887693590587) | > loss_disc_real_4: 0.2822241485118866 (0.2420038738184505) | > loss_disc_real_5: 0.2815263271331787 (0.23227345695098242) | > loss_0: 2.196584701538086 (2.3292800188064575) | > loss_gen: 2.742549180984497 (2.287739376227061) | > loss_kl: 1.9048662185668945 (2.264998687638177) | > loss_feat: 9.96387004852295 (6.816921922895643) | > loss_mel: 22.930883407592773 (19.447158813476562) | > loss_duration: 2.217735528945923 (2.254060639275445) | > loss_1: 39.75990676879883 (33.070879724290634)  --> STEP: 19 | > loss_disc: 2.3565421104431152 (2.3307148657347025) | > loss_disc_real_0: 0.12191533297300339 (0.08584155456015938) | > loss_disc_real_1: 0.11967935413122177 (0.14078563216485476) | > loss_disc_real_2: 0.2338031381368637 (0.2143072897666379) | > loss_disc_real_3: 0.1865045130252838 (0.2305518051511363) | > loss_disc_real_4: 0.16969506442546844 (0.23819814700829356) | > loss_disc_real_5: 0.15770341455936432 (0.22834871787773936) | > loss_0: 2.3565421104431152 (2.3307148657347025) | > loss_gen: 2.1352405548095703 (2.279713122468246) | > loss_kl: 1.5718746185302734 (2.228518473474603) | > loss_feat: 7.273324012756348 (6.840943085519891) | > loss_mel: 17.6890926361084 (19.35462901466771) | > loss_duration: 2.273221731185913 (2.2550691177970483) | > loss_1: 30.942752838134766 (32.95887304607191)  --> STEP: 20 | > loss_disc: 2.4322049617767334 (2.335789370536804) | > loss_disc_real_0: 0.12502387166023254 (0.08780067041516304) | > loss_disc_real_1: 0.1754225492477417 (0.1425174780189991) | > loss_disc_real_2: 0.2883096933364868 (0.21800740994513035) | > loss_disc_real_3: 0.22554755210876465 (0.23030159249901772) | > loss_disc_real_4: 0.23580628633499146 (0.23807855397462846) | > loss_disc_real_5: 0.22675885260105133 (0.22826922461390495) | > loss_0: 2.4322049617767334 (2.335789370536804) | > loss_gen: 2.211911678314209 (2.2763230502605443) | > loss_kl: 2.1102983951568604 (2.222607469558716) | > loss_feat: 5.217101573944092 (6.759751009941101) | > loss_mel: 16.26918601989746 (19.200356864929198) | > loss_duration: 2.3061957359313965 (2.2576254487037657) | > loss_1: 28.114694595336914 (32.71666412353515)  --> STEP: 21 | > loss_disc: 2.449660301208496 (2.3412117958068848) | > loss_disc_real_0: 0.09261517971754074 (0.08802993276289531) | > loss_disc_real_1: 0.17863143980503082 (0.1442371904850006) | > loss_disc_real_2: 0.2635805606842041 (0.22017755998032434) | > loss_disc_real_3: 0.20517562329769135 (0.22910511777514503) | > loss_disc_real_4: 0.21557928621768951 (0.23700716027191707) | > loss_disc_real_5: 0.17367839813232422 (0.2256696614481154) | > loss_0: 2.449660301208496 (2.3412117958068848) | > loss_gen: 2.1193277835845947 (2.268847085180737) | > loss_kl: 2.630185842514038 (2.2420159635089694) | > loss_feat: 5.944064617156982 (6.720908800760905) | > loss_mel: 17.900964736938477 (19.13848104931059) | > loss_duration: 2.1286733150482178 (2.2514848709106445) | > loss_1: 30.723217010498047 (32.62173807053339)  --> STEP: 22 | > loss_disc: 2.1430916786193848 (2.3322063359347256) | > loss_disc_real_0: 0.07584913074970245 (0.08747625994411382) | > loss_disc_real_1: 0.15829509496688843 (0.14487618614326825) | > loss_disc_real_2: 0.18273116648197174 (0.21847545118494469) | > loss_disc_real_3: 0.1806366741657257 (0.2269020067019896) | > loss_disc_real_4: 0.21541835367679596 (0.23602585088122974) | > loss_disc_real_5: 0.21876665949821472 (0.22535588863221082) | > loss_0: 2.1430916786193848 (2.3322063359347256) | > loss_gen: 2.3211145401000977 (2.2712228785861623) | > loss_kl: 1.8095004558563232 (2.222356167706576) | > loss_feat: 7.776370048522949 (6.768884312022816) | > loss_mel: 20.135175704956055 (19.18378535183993) | > loss_duration: 2.1547422409057617 (2.2470874786376953) | > loss_1: 34.196903228759766 (32.693336486816406)  --> STEP: 23 | > loss_disc: 2.431823492050171 (2.336537516635397) | > loss_disc_real_0: 0.10705360770225525 (0.08832744897707649) | > loss_disc_real_1: 0.17627744376659393 (0.14624145821384762) | > loss_disc_real_2: 0.30976733565330505 (0.22244466355313425) | > loss_disc_real_3: 0.21778841316699982 (0.22650576350481613) | > loss_disc_real_4: 0.23163682222366333 (0.23583502354829208) | > loss_disc_real_5: 0.22675888240337372 (0.22541688836139182) | > loss_0: 2.431823492050171 (2.336537516635397) | > loss_gen: 2.214139461517334 (2.2687409908875176) | > loss_kl: 2.567058563232422 (2.237343228381613) | > loss_feat: 7.3930277824401855 (6.796020984649658) | > loss_mel: 18.067054748535156 (19.135231847348418) | > loss_duration: 2.2673449516296387 (2.247968238332997) | > loss_1: 32.50862503051758 (32.68530555393385)  --> STEP: 24 | > loss_disc: 2.3416781425476074 (2.336751709381739) | > loss_disc_real_0: 0.07217974960803986 (0.08765462817003329) | > loss_disc_real_1: 0.09884676337242126 (0.14426667926212153) | > loss_disc_real_2: 0.18669050931930542 (0.22095490712672472) | > loss_disc_real_3: 0.19812437891960144 (0.22532320581376553) | > loss_disc_real_4: 0.18538396060466766 (0.23373289592564106) | > loss_disc_real_5: 0.20950843393802643 (0.22475403609375158) | > loss_0: 2.3416781425476074 (2.336751709381739) | > loss_gen: 1.986271619796753 (2.2569714337587357) | > loss_kl: 1.8530858755111694 (2.221332505345344) | > loss_feat: 9.707959175109863 (6.9173517425855) | > loss_mel: 21.659387588500977 (19.240405003229775) | > loss_duration: 2.4114818572998047 (2.2547813057899475) | > loss_1: 37.618186950683594 (32.890842278798424)  --> STEP: 25 | > loss_disc: 2.2132015228271484 (2.3318097019195556) | > loss_disc_real_0: 0.046702563762664795 (0.08601654559373856) | > loss_disc_real_1: 0.14625854790210724 (0.14434635400772095) | > loss_disc_real_2: 0.18490751087665558 (0.21951301127672196) | > loss_disc_real_3: 0.21777889132499695 (0.22502143323421478) | > loss_disc_real_4: 0.246574267745018 (0.23424655079841614) | > loss_disc_real_5: 0.21638664603233337 (0.22441934049129486) | > loss_0: 2.2132015228271484 (2.3318097019195556) | > loss_gen: 2.2832863330841064 (2.2580240297317506) | > loss_kl: 2.0456161499023438 (2.214303851127624) | > loss_feat: 7.732277870178223 (6.949948787689209) | > loss_mel: 17.732097625732422 (19.18007270812988) | > loss_duration: 2.326385974884033 (2.257645492553711) | > loss_1: 32.11966323852539 (32.8599951171875)  --> STEP: 26 | > loss_disc: 2.6834230422973633 (2.345333291934087) | > loss_disc_real_0: 0.13388927280902863 (0.08785780433278817) | > loss_disc_real_1: 0.20511464774608612 (0.14668359607458115) | > loss_disc_real_2: 0.25132855772972107 (0.22073668614029884) | > loss_disc_real_3: 0.27728238701820374 (0.22703146991821435) | > loss_disc_real_4: 0.24675461649894714 (0.23472763024843657) | > loss_disc_real_5: 0.30952921509742737 (0.22769279720691535) | > loss_0: 2.6834230422973633 (2.345333291934087) | > loss_gen: 1.8121339082717896 (2.2408744096755986) | > loss_kl: 2.0605335235595703 (2.2083896077596217) | > loss_feat: 1.3653491735458374 (6.735156494837541) | > loss_mel: 10.387603759765625 (18.841900825500485) | > loss_duration: 2.2397043704986572 (2.2569554493977475) | > loss_1: 17.865324020385742 (32.28327699807974) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023020964402418872 (+1.4295944800744257e-05) | > avg_loss_disc: 2.345333291934087 (+0.06834061329181385) | > avg_loss_disc_real_0: 0.08785780433278817 (-0.02591456214968975) | > avg_loss_disc_real_1: 0.14668359607458115 (-0.10373056737276226) | > avg_loss_disc_real_2: 0.22073668614029884 (+0.016597289878588467) | > avg_loss_disc_real_3: 0.22703146991821435 (-0.012458825340637802) | > avg_loss_disc_real_4: 0.23472763024843657 (-0.0183590151942693) | > avg_loss_disc_real_5: 0.22769279720691535 (-0.011102413615355106) | > avg_loss_0: 2.345333291934087 (+0.06834061329181385) | > avg_loss_gen: 2.2408744096755986 (-0.5023302481724663) | > avg_loss_kl: 2.2083896077596217 (-0.03360607990851827) | > avg_loss_feat: 6.735156494837541 (-0.7071646222701444) | > avg_loss_mel: 18.841900825500485 (-0.5594022457416266) | > avg_loss_duration: 2.2569554493977475 (-0.012160530457130392) | > avg_loss_1: 32.28327699807974 (-1.8146633735069742) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_150371.pth  > EPOCH: 189/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:14:08)   --> TIME: 2024-06-10 23:14:11 -- STEP: 4/330 -- GLOBAL_STEP: 150375 | > loss_disc: 2.402177095413208 (2.3691976070404053) | > loss_disc_real_0: 0.11950439214706421 (0.09964544512331486) | > loss_disc_real_1: 0.2900746762752533 (0.1870678849518299) | > loss_disc_real_2: 0.19858814775943756 (0.20784882456064224) | > loss_disc_real_3: 0.2597372531890869 (0.23144487291574478) | > loss_disc_real_4: 0.1978422850370407 (0.21534951031208038) | > loss_disc_real_5: 0.24724867939949036 (0.23871220275759697) | > loss_0: 2.402177095413208 (2.3691976070404053) | > grad_norm_0: tensor(11.6275, device='cuda:0') (tensor(9.0084, device='cuda:0')) | > loss_gen: 2.531261920928955 (2.5707175731658936) | > loss_kl: 1.6434485912322998 (1.7167603373527527) | > loss_feat: 5.8956217765808105 (7.012413740158081) | > loss_mel: 18.93035316467285 (19.62442111968994) | > loss_duration: 2.3060450553894043 (2.3050931692123413) | > loss_1: 31.306730270385742 (33.229405879974365) | > grad_norm_1: tensor(69.3370, device='cuda:0') (tensor(67.6804, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3472 (0.34475332498550415) | > loader_time: 0.0027 (0.003322005271911621)  --> TIME: 2024-06-10 23:14:19 -- STEP: 29/330 -- GLOBAL_STEP: 150400 | > loss_disc: 2.4049205780029297 (2.316175238839511) | > loss_disc_real_0: 0.09525696933269501 (0.11321356198911009) | > loss_disc_real_1: 0.19076752662658691 (0.20074526297635045) | > loss_disc_real_2: 0.20810328423976898 (0.21557591084776254) | > loss_disc_real_3: 0.20868632197380066 (0.22641254910107317) | > loss_disc_real_4: 0.252908319234848 (0.2182164007219775) | > loss_disc_real_5: 0.2847302556037903 (0.2153040586874403) | > loss_0: 2.4049205780029297 (2.316175238839511) | > grad_norm_0: tensor(11.0740, device='cuda:0') (tensor(8.0723, device='cuda:0')) | > loss_gen: 2.444521427154541 (2.559853142705457) | > loss_kl: 1.6649290323257446 (1.6877338269661213) | > loss_feat: 7.611784934997559 (7.313304753139101) | > loss_mel: 19.30255889892578 (19.42883044275744) | > loss_duration: 2.071138858795166 (2.1270996866555048) | > loss_1: 33.094932556152344 (33.116821749456996) | > grad_norm_1: tensor(70.6946, device='cuda:0') (tensor(74.8277, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3297 (0.341204519929557) | > loader_time: 0.0032 (0.0031220008587015085)  --> TIME: 2024-06-10 23:14:28 -- STEP: 54/330 -- GLOBAL_STEP: 150425 | > loss_disc: 2.2047433853149414 (2.3026774768476135) | > loss_disc_real_0: 0.07226821780204773 (0.11190635421209866) | > loss_disc_real_1: 0.17280516028404236 (0.2006456509784416) | > loss_disc_real_2: 0.18231916427612305 (0.21635143762385403) | > loss_disc_real_3: 0.22324977815151215 (0.2244371838039822) | > loss_disc_real_4: 0.2155691385269165 (0.21703123080509681) | > loss_disc_real_5: 0.1994267851114273 (0.21133331016257959) | > loss_0: 2.2047433853149414 (2.3026774768476135) | > grad_norm_0: tensor(7.7545, device='cuda:0') (tensor(8.5757, device='cuda:0')) | > loss_gen: 2.5935020446777344 (2.5681199674253112) | > loss_kl: 1.6477259397506714 (1.6818574865659077) | > loss_feat: 7.29365873336792 (7.363181538052029) | > loss_mel: 19.347267150878906 (19.356989472000688) | > loss_duration: 2.042076349258423 (2.088488150525976) | > loss_1: 32.92422866821289 (33.058636559380425) | > grad_norm_1: tensor(120.1478, device='cuda:0') (tensor(96.5475, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3462 (0.342811244505423) | > loader_time: 0.0034 (0.0032531508692988645)  --> TIME: 2024-06-10 23:14:37 -- STEP: 79/330 -- GLOBAL_STEP: 150450 | > loss_disc: 2.1298635005950928 (2.2924072108691247) | > loss_disc_real_0: 0.08984436094760895 (0.11121432398316226) | > loss_disc_real_1: 0.16999919712543488 (0.19908466935157776) | > loss_disc_real_2: 0.20458023250102997 (0.21548603550542758) | > loss_disc_real_3: 0.20401005446910858 (0.2237210177545306) | > loss_disc_real_4: 0.18818196654319763 (0.21722574399996408) | > loss_disc_real_5: 0.16766543686389923 (0.20973259172862085) | > loss_0: 2.1298635005950928 (2.2924072108691247) | > grad_norm_0: tensor(7.8183, device='cuda:0') (tensor(8.7051, device='cuda:0')) | > loss_gen: 2.715909004211426 (2.5689683835717703) | > loss_kl: 1.7497467994689941 (1.6846273292469074) | > loss_feat: 7.9216108322143555 (7.414726456509361) | > loss_mel: 19.388898849487305 (19.310500833052618) | > loss_duration: 2.0140395164489746 (2.0742165634903738) | > loss_1: 33.79020309448242 (33.053039502493945) | > grad_norm_1: tensor(71.1813, device='cuda:0') (tensor(108.4065, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3521 (0.34380005884774123) | > loader_time: 0.0036 (0.0033798368671272374)  --> TIME: 2024-06-10 23:14:46 -- STEP: 104/330 -- GLOBAL_STEP: 150475 | > loss_disc: 2.293525457382202 (2.2894734488083768) | > loss_disc_real_0: 0.10602298378944397 (0.11162026570393489) | > loss_disc_real_1: 0.17629370093345642 (0.19855209268056428) | > loss_disc_real_2: 0.23473213613033295 (0.21577174617693975) | > loss_disc_real_3: 0.2235584408044815 (0.22393005771132615) | > loss_disc_real_4: 0.18961916863918304 (0.21739548645340478) | > loss_disc_real_5: 0.19335149228572845 (0.20987527645551238) | > loss_0: 2.293525457382202 (2.2894734488083768) | > grad_norm_0: tensor(9.5278, device='cuda:0') (tensor(9.1957, device='cuda:0')) | > loss_gen: 2.3345675468444824 (2.5681769205973706) | > loss_kl: 1.8223050832748413 (1.6961735039949417) | > loss_feat: 7.634037971496582 (7.428865886651552) | > loss_mel: 18.678123474121094 (19.24295605145968) | > loss_duration: 2.094536781311035 (2.069823070214346) | > loss_1: 32.56357192993164 (33.00599558536823) | > grad_norm_1: tensor(105.3128, device='cuda:0') (tensor(112.3656, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3414 (0.3453836555664356) | > loader_time: 0.0039 (0.003481803032068106)  --> TIME: 2024-06-10 23:14:55 -- STEP: 129/330 -- GLOBAL_STEP: 150500 | > loss_disc: 2.3658530712127686 (2.2893273793449707) | > loss_disc_real_0: 0.09600601345300674 (0.11317793401174767) | > loss_disc_real_1: 0.1891598105430603 (0.19780262796453726) | > loss_disc_real_2: 0.2266600877046585 (0.2147924113412236) | > loss_disc_real_3: 0.22797314822673798 (0.22387778643489809) | > loss_disc_real_4: 0.2638953924179077 (0.21776212312916451) | > loss_disc_real_5: 0.2600790858268738 (0.20947753955689508) | > loss_0: 2.3658530712127686 (2.2893273793449707) | > grad_norm_0: tensor(10.5883, device='cuda:0') (tensor(10.0714, device='cuda:0')) | > loss_gen: 2.57747220993042 (2.576957358870396) | > loss_kl: 1.6035488843917847 (1.7030753045119056) | > loss_feat: 7.450026035308838 (7.4729972033537635) | > loss_mel: 20.231691360473633 (19.23903756548268) | > loss_duration: 2.048861026763916 (2.0682009726531763) | > loss_1: 33.91160202026367 (33.06026856474174) | > grad_norm_1: tensor(87.0976, device='cuda:0') (tensor(133.4971, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3613 (0.3477551160856735) | > loader_time: 0.0039 (0.0035830542098644167) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_150500.pth  --> TIME: 2024-06-10 23:15:09 -- STEP: 154/330 -- GLOBAL_STEP: 150525 | > loss_disc: 2.4561386108398438 (2.294052884176181) | > loss_disc_real_0: 0.14480072259902954 (0.11336172115686652) | > loss_disc_real_1: 0.17827217280864716 (0.19904136996377597) | > loss_disc_real_2: 0.23110651969909668 (0.21501206442133172) | > loss_disc_real_3: 0.2565852999687195 (0.22383267596944587) | > loss_disc_real_4: 0.2223738580942154 (0.21743792440597112) | > loss_disc_real_5: 0.22495800256729126 (0.20992122271231242) | > loss_0: 2.4561386108398438 (2.294052884176181) | > grad_norm_0: tensor(10.9688, device='cuda:0') (tensor(11.2932, device='cuda:0')) | > loss_gen: 2.432731866836548 (2.572202781578163) | > loss_kl: 1.6901496648788452 (1.7066987822582198) | > loss_feat: 7.141848087310791 (7.457474631148499) | > loss_mel: 19.157655715942383 (19.24893650451264) | > loss_duration: 2.0806641578674316 (2.06879293454158) | > loss_1: 32.5030517578125 (33.05410579582313) | > grad_norm_1: tensor(65.5000, device='cuda:0') (tensor(148.3430, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3756 (0.35186739556201085) | > loader_time: 0.005 (0.003720851687641887)  --> TIME: 2024-06-10 23:15:18 -- STEP: 179/330 -- GLOBAL_STEP: 150550 | > loss_disc: 2.3444643020629883 (2.289393169253899) | > loss_disc_real_0: 0.18093368411064148 (0.11301445619687021) | > loss_disc_real_1: 0.21613244712352753 (0.19900099342095787) | > loss_disc_real_2: 0.22062824666500092 (0.21444510581107112) | > loss_disc_real_3: 0.23025979101657867 (0.22429174825798867) | > loss_disc_real_4: 0.23802639544010162 (0.21759401769611422) | > loss_disc_real_5: 0.19474831223487854 (0.20976411197438585) | > loss_0: 2.3444643020629883 (2.289393169253899) | > grad_norm_0: tensor(53.7769, device='cuda:0') (tensor(13.7418, device='cuda:0')) | > loss_gen: 2.5481441020965576 (2.5788100738099162) | > loss_kl: 1.833963394165039 (1.7110673535469527) | > loss_feat: 7.602325916290283 (7.464495435107354) | > loss_mel: 19.27292251586914 (19.211444694902653) | > loss_duration: 2.110198497772217 (2.07329469153335) | > loss_1: 33.3675537109375 (33.03911236810953) | > grad_norm_1: tensor(107.8646, device='cuda:0') (tensor(167.7741, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.3888 (0.3564124506945049) | > loader_time: 0.0051 (0.0038651860626050215)  --> TIME: 2024-06-10 23:15:28 -- STEP: 204/330 -- GLOBAL_STEP: 150575 | > loss_disc: 2.4843413829803467 (2.2831997848024557) | > loss_disc_real_0: 0.1588210165500641 (0.1117026226266342) | > loss_disc_real_1: 0.16500113904476166 (0.19899166652969286) | > loss_disc_real_2: 0.1939558982849121 (0.21358837406424916) | > loss_disc_real_3: 0.23152068257331848 (0.22395495018538306) | > loss_disc_real_4: 0.2135513424873352 (0.21723496826256022) | > loss_disc_real_5: 0.23108695447444916 (0.20922825916432866) | > loss_0: 2.4843413829803467 (2.2831997848024557) | > grad_norm_0: tensor(41.2857, device='cuda:0') (tensor(15.5577, device='cuda:0')) | > loss_gen: 2.634329080581665 (2.5886191012812594) | > loss_kl: 1.7918553352355957 (1.7130512817233219) | > loss_feat: 8.139760971069336 (7.496075443193024) | > loss_mel: 19.92087173461914 (19.187906695347223) | > loss_duration: 2.0622339248657227 (2.079135600258322) | > loss_1: 34.549049377441406 (33.06478824802476) | > grad_norm_1: tensor(100.8771, device='cuda:0') (tensor(180.8254, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.4436 (0.3611716312520643) | > loader_time: 0.0049 (0.004037768233056162)  --> TIME: 2024-06-10 23:15:39 -- STEP: 229/330 -- GLOBAL_STEP: 150600 | > loss_disc: 2.2613916397094727 (2.2814159632770243) | > loss_disc_real_0: 0.075148805975914 (0.11115788456914727) | > loss_disc_real_1: 0.188406303524971 (0.19938925383653183) | > loss_disc_real_2: 0.1825297623872757 (0.21362439943192826) | > loss_disc_real_3: 0.2602810263633728 (0.2240798675727636) | > loss_disc_real_4: 0.26030224561691284 (0.21688776609678975) | > loss_disc_real_5: 0.21178390085697174 (0.20947216926183243) | > loss_0: 2.2613916397094727 (2.2814159632770243) | > grad_norm_0: tensor(22.9153, device='cuda:0') (tensor(18.1370, device='cuda:0')) | > loss_gen: 2.7057442665100098 (2.599464207236944) | > loss_kl: 1.8833812475204468 (1.711013336369044) | > loss_feat: 7.320803165435791 (7.521035760771239) | > loss_mel: 18.446727752685547 (19.143585488265273) | > loss_duration: 2.1656036376953125 (2.085719565637247) | > loss_1: 32.52226257324219 (33.06081850976404) | > grad_norm_1: tensor(396.1867, device='cuda:0') (tensor(201.8706, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.4083 (0.3661327663988004) | > loader_time: 0.0056 (0.0042047948295893135)  --> TIME: 2024-06-10 23:15:49 -- STEP: 254/330 -- GLOBAL_STEP: 150625 | > loss_disc: 2.2821755409240723 (2.2856365902217344) | > loss_disc_real_0: 0.13373017311096191 (0.11317234882336902) | > loss_disc_real_1: 0.1490631252527237 (0.19980556300775273) | > loss_disc_real_2: 0.2486744076013565 (0.21394530056029792) | > loss_disc_real_3: 0.22721438109874725 (0.22407467252626193) | > loss_disc_real_4: 0.23194144666194916 (0.21704247312282954) | > loss_disc_real_5: 0.21006976068019867 (0.20977124131805314) | > loss_0: 2.2821755409240723 (2.2856365902217344) | > grad_norm_0: tensor(34.6921, device='cuda:0') (tensor(19.6406, device='cuda:0')) | > loss_gen: 2.5599989891052246 (2.5934860969152975) | > loss_kl: 1.8281623125076294 (1.7128411794271996) | > loss_feat: 7.3106889724731445 (7.492211047119982) | > loss_mel: 19.00911521911621 (19.091893669188508) | > loss_duration: 2.0983872413635254 (2.0913921951308962) | > loss_1: 32.80635452270508 (32.98182428915673) | > grad_norm_1: tensor(420.3881, device='cuda:0') (tensor(215.3770, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.4267 (0.3708834479174275) | > loader_time: 0.006 (0.004349433530972702)  --> TIME: 2024-06-10 23:16:01 -- STEP: 279/330 -- GLOBAL_STEP: 150650 | > loss_disc: 2.219667911529541 (2.2830499184174338) | > loss_disc_real_0: 0.108676016330719 (0.11332179712779206) | > loss_disc_real_1: 0.20697514712810516 (0.1992842734500926) | > loss_disc_real_2: 0.2222955822944641 (0.2138900444926326) | > loss_disc_real_3: 0.1972559541463852 (0.22368706415631007) | > loss_disc_real_4: 0.1881013810634613 (0.21700765998987315) | > loss_disc_real_5: 0.20044375956058502 (0.2096375172497123) | > loss_0: 2.219667911529541 (2.2830499184174338) | > grad_norm_0: tensor(10.0942, device='cuda:0') (tensor(19.4221, device='cuda:0')) | > loss_gen: 2.615905284881592 (2.5911304301258484) | > loss_kl: 1.614328145980835 (1.7144043313132393) | > loss_feat: 8.867792129516602 (7.509766635074411) | > loss_mel: 19.570297241210938 (19.075628417367163) | > loss_duration: 2.178431987762451 (2.0994800632572517) | > loss_1: 34.84675598144531 (32.99040993994712) | > grad_norm_1: tensor(317.1082, device='cuda:0') (tensor(215.3209, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.4411 (0.3763095546366919) | > loader_time: 0.0061 (0.004515109523650142)  --> TIME: 2024-06-10 23:16:12 -- STEP: 304/330 -- GLOBAL_STEP: 150675 | > loss_disc: 2.452747344970703 (2.2850064533321475) | > loss_disc_real_0: 0.2023811638355255 (0.11388161680416058) | > loss_disc_real_1: 0.1971493512392044 (0.19954949352694187) | > loss_disc_real_2: 0.22199372947216034 (0.2140930079806008) | > loss_disc_real_3: 0.17734216153621674 (0.22372505853050625) | > loss_disc_real_4: 0.20971724390983582 (0.21728496282900633) | > loss_disc_real_5: 0.17336563766002655 (0.21002771274039614) | > loss_0: 2.452747344970703 (2.2850064533321475) | > grad_norm_0: tensor(39.6452, device='cuda:0') (tensor(19.4938, device='cuda:0')) | > loss_gen: 2.7243967056274414 (2.5884967681608706) | > loss_kl: 1.6948901414871216 (1.7167823373487114) | > loss_feat: 9.071778297424316 (7.5222028289970595) | > loss_mel: 18.96796417236328 (19.049164301470714) | > loss_duration: 2.2372074127197266 (2.108949578122089) | > loss_1: 34.69623565673828 (32.985595885076044) | > grad_norm_1: tensor(458.2458, device='cuda:0') (tensor(223.7508, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.456 (0.38291127901328226) | > loader_time: 0.0074 (0.004703804850578311)  --> TIME: 2024-06-10 23:16:40 -- STEP: 329/330 -- GLOBAL_STEP: 150700 | > loss_disc: 2.6107735633850098 (2.292384651294232) | > loss_disc_real_0: 0.2351391762495041 (0.11654406464389755) | > loss_disc_real_1: 0.20889167487621307 (0.2002083044555775) | > loss_disc_real_2: 0.26278817653656006 (0.2143798907114742) | > loss_disc_real_3: 0.21692633628845215 (0.22393696567207838) | > loss_disc_real_4: 0.2639617323875427 (0.21785856534282488) | > loss_disc_real_5: 0.23959951102733612 (0.2104667833239111) | > loss_0: 2.6107735633850098 (2.292384651294232) | > grad_norm_0: tensor(18.0097, device='cuda:0') (tensor(20.4058, device='cuda:0')) | > loss_gen: 2.208343982696533 (2.5854993395529995) | > loss_kl: 2.114227294921875 (1.7278935383880747) | > loss_feat: 10.37369155883789 (7.604906574933362) | > loss_mel: 18.553329467773438 (19.02875985490515) | > loss_duration: 2.283480644226074 (2.1220075055096292) | > loss_1: 35.53307342529297 (33.06906688539456) | > grad_norm_1: tensor(229.6236, device='cuda:0') (tensor(234.6156, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 14.2448 (0.438583118937298) | > loader_time: 0.0344 (0.005180205255293923)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.705151081085205 (2.705151081085205) | > loss_disc_real_0: 0.17918622493743896 (0.17918622493743896) | > loss_disc_real_1: 0.23192308843135834 (0.23192308843135834) | > loss_disc_real_2: 0.29639989137649536 (0.29639989137649536) | > loss_disc_real_3: 0.23414497077465057 (0.23414497077465057) | > loss_disc_real_4: 0.34528347849845886 (0.34528347849845886) | > loss_disc_real_5: 0.35269635915756226 (0.35269635915756226) | > loss_0: 2.705151081085205 (2.705151081085205) | > loss_gen: 2.237760543823242 (2.237760543823242) | > loss_kl: 1.1492522954940796 (1.1492522954940796) | > loss_feat: 3.998659133911133 (3.998659133911133) | > loss_mel: 16.14445686340332 (16.14445686340332) | > loss_duration: 2.8602495193481445 (2.8602495193481445) | > loss_1: 26.390377044677734 (26.390377044677734)  --> STEP: 1 | > loss_disc: 2.382449150085449 (2.382449150085449) | > loss_disc_real_0: 0.08763289451599121 (0.08763289451599121) | > loss_disc_real_1: 0.20656201243400574 (0.20656201243400574) | > loss_disc_real_2: 0.255167692899704 (0.255167692899704) | > loss_disc_real_3: 0.27294185757637024 (0.27294185757637024) | > loss_disc_real_4: 0.274309903383255 (0.274309903383255) | > loss_disc_real_5: 0.2856181263923645 (0.2856181263923645) | > loss_0: 2.382449150085449 (2.382449150085449) | > loss_gen: 2.5213112831115723 (2.5213112831115723) | > loss_kl: 2.0911874771118164 (2.0911874771118164) | > loss_feat: 5.079040050506592 (5.079040050506592) | > loss_mel: 19.055757522583008 (19.055757522583008) | > loss_duration: 2.330904006958008 (2.330904006958008) | > loss_1: 31.07819938659668 (31.07819938659668)  --> STEP: 2 | > loss_disc: 2.5252187252044678 (2.4538339376449585) | > loss_disc_real_0: 0.13287705183029175 (0.11025497317314148) | > loss_disc_real_1: 0.2320035994052887 (0.21928280591964722) | > loss_disc_real_2: 0.28378158807754517 (0.2694746404886246) | > loss_disc_real_3: 0.2853393256664276 (0.2791405916213989) | > loss_disc_real_4: 0.3226098418235779 (0.29845987260341644) | > loss_disc_real_5: 0.31498634815216064 (0.3003022372722626) | > loss_0: 2.5252187252044678 (2.4538339376449585) | > loss_gen: 2.5936226844787598 (2.557466983795166) | > loss_kl: 1.7793124914169312 (1.9352499842643738) | > loss_feat: 4.892372131347656 (4.985706090927124) | > loss_mel: 19.751474380493164 (19.403615951538086) | > loss_duration: 2.3463521003723145 (2.338628053665161) | > loss_1: 31.36313247680664 (31.22066593170166)  --> STEP: 3 | > loss_disc: 2.3573291301727295 (2.421665668487549) | > loss_disc_real_0: 0.1236073449254036 (0.11470576375722885) | > loss_disc_real_1: 0.17671163380146027 (0.2050924152135849) | > loss_disc_real_2: 0.1952340006828308 (0.24472776055335999) | > loss_disc_real_3: 0.22763240337371826 (0.2619711955388387) | > loss_disc_real_4: 0.2650524377822876 (0.2873240609963735) | > loss_disc_real_5: 0.2634170651435852 (0.2880071798960368) | > loss_0: 2.3573291301727295 (2.421665668487549) | > loss_gen: 2.334099054336548 (2.48301100730896) | > loss_kl: 2.612748861312866 (2.161082943280538) | > loss_feat: 5.648807048797607 (5.206739743550618) | > loss_mel: 19.273571014404297 (19.360267639160156) | > loss_duration: 2.168755531311035 (2.282003879547119) | > loss_1: 32.03797912597656 (31.49310366312663)  --> STEP: 4 | > loss_disc: 2.4913113117218018 (2.439077079296112) | > loss_disc_real_0: 0.05982869863510132 (0.10098649747669697) | > loss_disc_real_1: 0.18962793052196503 (0.20122629404067993) | > loss_disc_real_2: 0.26617711782455444 (0.2500900998711586) | > loss_disc_real_3: 0.2568433880805969 (0.26068924367427826) | > loss_disc_real_4: 0.2815935015678406 (0.28589142113924026) | > loss_disc_real_5: 0.2568788528442383 (0.28022509813308716) | > loss_0: 2.4913113117218018 (2.439077079296112) | > loss_gen: 2.1152353286743164 (2.391067087650299) | > loss_kl: 2.9973905086517334 (2.370159834623337) | > loss_feat: 7.356001377105713 (5.744055151939392) | > loss_mel: 19.06891632080078 (19.287429809570312) | > loss_duration: 2.236982583999634 (2.270748555660248) | > loss_1: 33.77452850341797 (32.06345987319946)  --> STEP: 5 | > loss_disc: 2.341869831085205 (2.4196356296539308) | > loss_disc_real_0: 0.06648504734039307 (0.09408620744943619) | > loss_disc_real_1: 0.25018903613090515 (0.211018842458725) | > loss_disc_real_2: 0.22295676171779633 (0.24466343224048615) | > loss_disc_real_3: 0.2348415106534958 (0.2555196970701218) | > loss_disc_real_4: 0.23654820024967194 (0.2760227769613266) | > loss_disc_real_5: 0.22542943060398102 (0.26926596462726593) | > loss_0: 2.341869831085205 (2.4196356296539308) | > loss_gen: 2.291269302368164 (2.3711075305938722) | > loss_kl: 2.031865119934082 (2.3025008916854857) | > loss_feat: 5.7833170890808105 (5.751907539367676) | > loss_mel: 19.520421981811523 (19.334028244018555) | > loss_duration: 2.3666234016418457 (2.2899235248565675) | > loss_1: 31.99349594116211 (32.04946708679199)  --> STEP: 6 | > loss_disc: 2.5019404888153076 (2.4333531061808267) | > loss_disc_real_0: 0.1362094283103943 (0.10110674425959587) | > loss_disc_real_1: 0.2095356285572052 (0.21077164014180502) | > loss_disc_real_2: 0.2613842487335205 (0.2474502349893252) | > loss_disc_real_3: 0.24221009016036987 (0.2533014292518298) | > loss_disc_real_4: 0.27898988127708435 (0.2765172943472862) | > loss_disc_real_5: 0.26954108476638794 (0.2693118179837863) | > loss_0: 2.5019404888153076 (2.4333531061808267) | > loss_gen: 2.231039524078369 (2.347762862841288) | > loss_kl: 2.6321842670440674 (2.3574481209119162) | > loss_feat: 4.0639448165893555 (5.470580418904622) | > loss_mel: 18.288345336914062 (19.15974775950114) | > loss_duration: 2.1482675075531006 (2.2663141886393228) | > loss_1: 29.363780975341797 (31.601852734883625)  --> STEP: 7 | > loss_disc: 2.6013357639312744 (2.457350628716605) | > loss_disc_real_0: 0.09702602028846741 (0.1005237836922918) | > loss_disc_real_1: 0.19953769445419312 (0.20916679075786046) | > loss_disc_real_2: 0.26203635334968567 (0.24953396618366241) | > loss_disc_real_3: 0.29067113995552063 (0.25863995935235706) | > loss_disc_real_4: 0.3002614676952362 (0.2799093191112791) | > loss_disc_real_5: 0.3385043740272522 (0.27919646884713856) | > loss_0: 2.6013357639312744 (2.457350628716605) | > loss_gen: 2.278782606124878 (2.33790854045323) | > loss_kl: 3.657998561859131 (2.5432410410472324) | > loss_feat: 6.164365291595459 (5.5696925435747415) | > loss_mel: 19.197824478149414 (19.165187290736608) | > loss_duration: 2.4137215614318848 (2.2873723847525462) | > loss_1: 33.71269226074219 (31.903401238577707)  --> STEP: 8 | > loss_disc: 2.284945487976074 (2.4357999861240387) | > loss_disc_real_0: 0.053412649780511856 (0.09463489195331931) | > loss_disc_real_1: 0.12617337703704834 (0.19879261404275894) | > loss_disc_real_2: 0.35907676815986633 (0.2632268164306879) | > loss_disc_real_3: 0.23412786424160004 (0.2555759474635124) | > loss_disc_real_4: 0.28195270895957947 (0.2801647428423166) | > loss_disc_real_5: 0.33865290880203247 (0.2866285238415003) | > loss_0: 2.284945487976074 (2.4357999861240387) | > loss_gen: 2.88818359375 (2.406692922115326) | > loss_kl: 2.3622236251831055 (2.5206138640642166) | > loss_feat: 10.186266899108887 (6.14676433801651) | > loss_mel: 22.613122940063477 (19.596179246902466) | > loss_duration: 2.173922061920166 (2.2731910943984985) | > loss_1: 40.22372055053711 (32.94344115257263)  --> STEP: 9 | > loss_disc: 2.470123767852783 (2.4396137396494546) | > loss_disc_real_0: 0.08228467404842377 (0.09326264551944202) | > loss_disc_real_1: 0.2453126758337021 (0.20396150979730818) | > loss_disc_real_2: 0.25860896706581116 (0.2627137220568127) | > loss_disc_real_3: 0.300199419260025 (0.2605341109964583) | > loss_disc_real_4: 0.29103127121925354 (0.2813721348841985) | > loss_disc_real_5: 0.33476075530052185 (0.29197654955916935) | > loss_0: 2.470123767852783 (2.4396137396494546) | > loss_gen: 2.655081272125244 (2.4342916276719837) | > loss_kl: 2.360384941101074 (2.502810650401645) | > loss_feat: 8.335309982299805 (6.389936076270209) | > loss_mel: 20.639720916748047 (19.712128321329754) | > loss_duration: 2.135812997817993 (2.257926861445109) | > loss_1: 36.126312255859375 (33.29709349738227)  --> STEP: 10 | > loss_disc: 2.2255773544311523 (2.4182101011276247) | > loss_disc_real_0: 0.06935995072126389 (0.09087237603962421) | > loss_disc_real_1: 0.18597151339054108 (0.20216251015663148) | > loss_disc_real_2: 0.2407331019639969 (0.26051566004753113) | > loss_disc_real_3: 0.23703224956989288 (0.2581839248538017) | > loss_disc_real_4: 0.25577324628829956 (0.27881224602460863) | > loss_disc_real_5: 0.16816887259483337 (0.27959578186273576) | > loss_0: 2.2255773544311523 (2.4182101011276247) | > loss_gen: 2.394249200820923 (2.4302873849868774) | > loss_kl: 1.9220120906829834 (2.444730794429779) | > loss_feat: 6.795920372009277 (6.430534505844117) | > loss_mel: 18.780736923217773 (19.618989181518554) | > loss_duration: 2.27154541015625 (2.259288716316223) | > loss_1: 32.16446304321289 (33.183830451965335)  --> STEP: 11 | > loss_disc: 2.4239962100982666 (2.4187361110340464) | > loss_disc_real_0: 0.07550333440303802 (0.0894751904362982) | > loss_disc_real_1: 0.11133573204278946 (0.19390553032810037) | > loss_disc_real_2: 0.23116210103034973 (0.2578471546823328) | > loss_disc_real_3: 0.3357478976249695 (0.2652351951057261) | > loss_disc_real_4: 0.3142075836658478 (0.282030003991994) | > loss_disc_real_5: 0.3218846023082733 (0.28344022008505737) | > loss_0: 2.4239962100982666 (2.4187361110340464) | > loss_gen: 2.634136438369751 (2.4488191171125933) | > loss_kl: 2.6019270420074463 (2.4590213623913852) | > loss_feat: 6.1774444580078125 (6.40752631967718) | > loss_mel: 20.30956268310547 (19.68176859075373) | > loss_duration: 2.382762908935547 (2.27051364291798) | > loss_1: 34.1058349609375 (33.26764904369008)  --> STEP: 12 | > loss_disc: 2.666231155395508 (2.4393606980641684) | > loss_disc_real_0: 0.07677092403173447 (0.08841650156925122) | > loss_disc_real_1: 0.2546375095844269 (0.19896652859946093) | > loss_disc_real_2: 0.3108336329460144 (0.2622626945376396) | > loss_disc_real_3: 0.2727878987789154 (0.26586458707849187) | > loss_disc_real_4: 0.3312031030654907 (0.28612776224811876) | > loss_disc_real_5: 0.33048415184020996 (0.2873605477313201) | > loss_0: 2.666231155395508 (2.4393606980641684) | > loss_gen: 2.332650899887085 (2.439138432343801) | > loss_kl: 1.648859977722168 (2.3915079136689505) | > loss_feat: 6.124020576477051 (6.3839008410771685) | > loss_mel: 19.336362838745117 (19.652984778086346) | > loss_duration: 2.185850143432617 (2.2634583512941995) | > loss_1: 31.627744674682617 (33.13099034627279)  --> STEP: 13 | > loss_disc: 2.407707929611206 (2.436925869721633) | > loss_disc_real_0: 0.045613616704940796 (0.08512397196430427) | > loss_disc_real_1: 0.21358148753643036 (0.20009075620999703) | > loss_disc_real_2: 0.2394338697195053 (0.2605066310900908) | > loss_disc_real_3: 0.2560584247112274 (0.2651102668963946) | > loss_disc_real_4: 0.289689838886261 (0.2864017681433605) | > loss_disc_real_5: 0.21354569494724274 (0.2816824821325449) | > loss_0: 2.407707929611206 (2.436925869721633) | > loss_gen: 2.6049413681030273 (2.4518925043252797) | > loss_kl: 2.1361823081970215 (2.371867482478802) | > loss_feat: 7.101095676422119 (6.439069674565242) | > loss_mel: 16.616357803344727 (19.419398087721603) | > loss_duration: 2.0805487632751465 (2.2493883829850416) | > loss_1: 30.539125442504883 (32.93161612290602)  --> STEP: 14 | > loss_disc: 2.459311008453369 (2.438524808202471) | > loss_disc_real_0: 0.09113513678312302 (0.08555334087993417) | > loss_disc_real_1: 0.1568378508090973 (0.19700126296707562) | > loss_disc_real_2: 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loss_disc_real_5: 0.18295229971408844 (0.27020271917184197) | > loss_0: 2.035024404525757 (2.41162478129069) | > loss_gen: 2.8960366249084473 (2.46524928410848) | > loss_kl: 2.994870185852051 (2.439938696225484) | > loss_feat: 8.83362865447998 (6.621202150980632) | > loss_mel: 19.52359390258789 (19.52496910095215) | > loss_duration: 2.2958755493164062 (2.2581910292307534) | > loss_1: 36.54400634765625 (33.30955034891763)  --> STEP: 16 | > loss_disc: 2.636030673980713 (2.4256501495838165) | > loss_disc_real_0: 0.09141183644533157 (0.0845372702460736) | > loss_disc_real_1: 0.19860081374645233 (0.19523562816902995) | > loss_disc_real_2: 0.38208144903182983 (0.27219804283231497) | > loss_disc_real_3: 0.253486305475235 (0.25886444468051195) | > loss_disc_real_4: 0.2575882077217102 (0.27493279147893196) | > loss_disc_real_5: 0.27725040912628174 (0.2706431997939944) | > loss_0: 2.636030673980713 (2.4256501495838165) | > loss_gen: 2.3875248432159424 (2.4603915065526962) | > loss_kl: 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(2.2632228206185734) | > loss_1: 32.612972259521484 (33.458583719590116)  --> STEP: 18 | > loss_disc: 2.3378119468688965 (2.4029974142710366) | > loss_disc_real_0: 0.04577765613794327 (0.08156723549796475) | > loss_disc_real_1: 0.16494864225387573 (0.19367817168434462) | > loss_disc_real_2: 0.22758938372135162 (0.26681655728154713) | > loss_disc_real_3: 0.23158955574035645 (0.2529981806874275) | > loss_disc_real_4: 0.3127819299697876 (0.27065669993559527) | > loss_disc_real_5: 0.37567996978759766 (0.2724077080686887) | > loss_0: 2.3378119468688965 (2.4029974142710366) | > loss_gen: 2.6285059452056885 (2.461121824052599) | > loss_kl: 2.926337718963623 (2.4532036582628884) | > loss_feat: 9.2946195602417 (6.987267202801174) | > loss_mel: 21.091768264770508 (19.557427618238663) | > loss_duration: 2.1924290657043457 (2.2592898342344494) | > loss_1: 38.13365936279297 (33.718310144212495)  --> STEP: 19 | > loss_disc: 2.425246000289917 (2.404168392482557) | > loss_disc_real_0: 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| > loss_0: 2.5285658836364746 (2.4058528060004827) | > loss_gen: 2.3063318729400635 (2.4495929195767356) | > loss_kl: 3.3218092918395996 (2.441848942211696) | > loss_feat: 6.014798641204834 (6.993428684416271) | > loss_mel: 18.368257522583008 (19.619380224318732) | > loss_duration: 2.045618772506714 (2.249059166227068) | > loss_1: 32.05681610107422 (33.753309976486925)  --> STEP: 22 | > loss_disc: 2.540508985519409 (2.411973541433161) | > loss_disc_real_0: 0.10989035665988922 (0.08112932978705927) | > loss_disc_real_1: 0.19221752882003784 (0.19222084060311317) | > loss_disc_real_2: 0.3292916417121887 (0.26833622631701554) | > loss_disc_real_3: 0.2116326242685318 (0.25124590437520633) | > loss_disc_real_4: 0.2248699814081192 (0.27324374765157705) | > loss_disc_real_5: 0.22053079307079315 (0.2770898260853507) | > loss_0: 2.540508985519409 (2.411973541433161) | > loss_gen: 2.3034939765930176 (2.4429520585320215) | > loss_kl: 2.056623697280884 (2.4243387038057502) | > loss_feat: 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(33.5779976222826)  --> STEP: 24 | > loss_disc: 2.5515048503875732 (2.416749785343806) | > loss_disc_real_0: 0.10762618482112885 (0.08232816122472286) | > loss_disc_real_1: 0.2309434562921524 (0.19504946998010078) | > loss_disc_real_2: 0.32852256298065186 (0.2720108137776454) | > loss_disc_real_3: 0.358593612909317 (0.2560756125797828) | > loss_disc_real_4: 0.3641791045665741 (0.27595260118444764) | > loss_disc_real_5: 0.2757551074028015 (0.27692259848117834) | > loss_0: 2.5515048503875732 (2.416749785343806) | > loss_gen: 2.7730324268341064 (2.4610105156898503) | > loss_kl: 2.094247579574585 (2.4047691573699317) | > loss_feat: 6.586101531982422 (6.986164371172587) | > loss_mel: 18.040935516357422 (19.40458448727926) | > loss_duration: 2.387711763381958 (2.250803798437118) | > loss_1: 31.882030487060547 (33.50733232498168)  --> STEP: 25 | > loss_disc: 2.687483310699463 (2.427579126358032) | > loss_disc_real_0: 0.056111179292201996 (0.08127948194742203) | > loss_disc_real_1: 0.14901040494441986 (0.19320790737867355) | > loss_disc_real_2: 0.22008635103702545 (0.2699338352680206) | > loss_disc_real_3: 0.2356882095336914 (0.25526011645793917) | > loss_disc_real_4: 0.27662715315818787 (0.2759795832633973) | > loss_disc_real_5: 0.34072375297546387 (0.2794746446609498) | > loss_0: 2.687483310699463 (2.427579126358032) | > loss_gen: 2.046436309814453 (2.4444275474548345) | > loss_kl: 2.5941884517669678 (2.412345929145813) | > loss_feat: 5.792277812957764 (6.938408908843994) | > loss_mel: 17.794525146484375 (19.34018211364746) | > loss_duration: 2.2756078243255615 (2.2517959594726555) | > loss_1: 30.503036499023438 (33.38716049194335)  --> STEP: 26 | > loss_disc: 2.6178693771362305 (2.4348979821571937) | > loss_disc_real_0: 0.20655152201652527 (0.08609763733469523) | > loss_disc_real_1: 0.20781058073043823 (0.19376954866143373) | > loss_disc_real_2: 0.29537665843963623 (0.27091240539000583) | > loss_disc_real_3: 0.22931358218193054 (0.25426217283193886) | > loss_disc_real_4: 0.3066447079181671 (0.27715901113473457) | > loss_disc_real_5: 0.22423163056373596 (0.2773499133495185) | > loss_0: 2.6178693771362305 (2.4348979821571937) | > loss_gen: 2.684194564819336 (2.4536493558150076) | > loss_kl: 1.9453567266464233 (2.3943848059727597) | > loss_feat: 11.567505836486816 (7.116451098368718) | > loss_mel: 20.51203727722168 (19.385253466092625) | > loss_duration: 2.3006036281585693 (2.253673177499037) | > loss_1: 39.00969314575195 (33.60341174785906) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022480487823486324 (-5.404765789325484e-05) | > avg_loss_disc: 2.4348979821571937 (+0.08956469022310687) | > avg_loss_disc_real_0: 0.08609763733469523 (-0.0017601669980929352) | > avg_loss_disc_real_1: 0.19376954866143373 (+0.04708595258685258) | > avg_loss_disc_real_2: 0.27091240539000583 (+0.050175719249706985) | > avg_loss_disc_real_3: 0.25426217283193886 (+0.027230702913724508) | > avg_loss_disc_real_4: 0.27715901113473457 (+0.042431380886298) | > avg_loss_disc_real_5: 0.2773499133495185 (+0.049657116142603125) | > avg_loss_0: 2.4348979821571937 (+0.08956469022310687) | > avg_loss_gen: 2.4536493558150076 (+0.21277494613940906) | > avg_loss_kl: 2.3943848059727597 (+0.18599519821313804) | > avg_loss_feat: 7.116451098368718 (+0.3812946035311775) | > avg_loss_mel: 19.385253466092625 (+0.5433526405921398) | > avg_loss_duration: 2.253673177499037 (-0.0032822718987106647) | > avg_loss_1: 33.60341174785906 (+1.3201347497793208)  > EPOCH: 190/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:16:46)   --> TIME: 2024-06-10 23:16:55 -- STEP: 24/330 -- GLOBAL_STEP: 150725 | > loss_disc: 2.2464470863342285 (2.2931973735491433) | > loss_disc_real_0: 0.07337373495101929 (0.10431917073825996) | > loss_disc_real_1: 0.1908109188079834 (0.19697781652212143) | > loss_disc_real_2: 0.19649124145507812 (0.2113786730915308) | > loss_disc_real_3: 0.21907413005828857 (0.22550078853964806) | > loss_disc_real_4: 0.2212560772895813 (0.22092665111025175) | > loss_disc_real_5: 0.2226455807685852 (0.2143461350351572) | > loss_0: 2.2464470863342285 (2.2931973735491433) | > grad_norm_0: tensor(12.0378, device='cuda:0') (tensor(15.0896, device='cuda:0')) | > loss_gen: 2.6344094276428223 (2.5847452680269876) | > loss_kl: 1.7487989664077759 (1.7365007996559143) | > loss_feat: 7.969602108001709 (7.202893416086833) | > loss_mel: 19.848356246948242 (19.27727937698364) | > loss_duration: 2.044161319732666 (2.1413471102714543) | > loss_1: 34.245330810546875 (32.942765951156616) | > grad_norm_1: tensor(294.2629, device='cuda:0') (tensor(162.8058, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3346 (0.3383129636446635) | > loader_time: 0.0032 (0.003153085708618164)  --> TIME: 2024-06-10 23:17:04 -- STEP: 49/330 -- GLOBAL_STEP: 150750 | > loss_disc: 2.411632776260376 (2.2884798147240457) | > loss_disc_real_0: 0.0872693806886673 (0.10382022214483241) | > loss_disc_real_1: 0.18044087290763855 (0.2021662428671) | > loss_disc_real_2: 0.22372141480445862 (0.2132196161819964) | > loss_disc_real_3: 0.19999095797538757 (0.22387516194460344) | > loss_disc_real_4: 0.1757259964942932 (0.21947405624146366) | > loss_disc_real_5: 0.1894025206565857 (0.2097886417593275) | > loss_0: 2.411632776260376 (2.2884798147240457) | > grad_norm_0: tensor(6.4082, device='cuda:0') (tensor(14.1445, device='cuda:0')) | > loss_gen: 2.450998067855835 (2.581859359935839) | > loss_kl: 1.926517128944397 (1.7354199861993596) | > loss_feat: 7.320530891418457 (7.285115027914242) | > loss_mel: 19.479515075683594 (19.234370873898875) | > loss_duration: 1.9972333908081055 (2.0923507627175786) | > loss_1: 33.1747932434082 (32.92911587929238) | > grad_norm_1: tensor(111.1830, device='cuda:0') (tensor(158.2787, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3458 (0.3424306986283283) | > loader_time: 0.0035 (0.003230338193932358)  --> TIME: 2024-06-10 23:17:13 -- STEP: 74/330 -- GLOBAL_STEP: 150775 | > loss_disc: 2.256230354309082 (2.2984180998157813) | > loss_disc_real_0: 0.1205408126115799 (0.10833641035935364) | > loss_disc_real_1: 0.2104835957288742 (0.20255698686515963) | > loss_disc_real_2: 0.15463216602802277 (0.21388834372565552) | > loss_disc_real_3: 0.21840280294418335 (0.22735890444066073) | > loss_disc_real_4: 0.23255902528762817 (0.22035570482949954) | > loss_disc_real_5: 0.25415658950805664 (0.21277491265052073) | > loss_0: 2.256230354309082 (2.2984180998157813) | > grad_norm_0: tensor(11.4034, device='cuda:0') (tensor(13.2848, device='cuda:0')) | > loss_gen: 2.7381410598754883 (2.5805007090439673) | > loss_kl: 1.9362502098083496 (1.7392569780349731) | > loss_feat: 7.6765031814575195 (7.34208920195296) | > loss_mel: 19.696876525878906 (19.261477831247692) | > loss_duration: 1.9840648174285889 (2.0733208414670585) | > loss_1: 34.031837463378906 (32.99664551502949) | > grad_norm_1: tensor(258.8340, device='cuda:0') (tensor(150.3699, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3482 (0.344924089070913) | > loader_time: 0.0037 (0.0033536537273510087)  --> TIME: 2024-06-10 23:17:22 -- STEP: 99/330 -- GLOBAL_STEP: 150800 | > loss_disc: 2.321411371231079 (2.2981781068474363) | > loss_disc_real_0: 0.11611306667327881 (0.11229032093677858) | > loss_disc_real_1: 0.21923691034317017 (0.202549206638577) | > loss_disc_real_2: 0.23990362882614136 (0.21461735695901543) | > loss_disc_real_3: 0.20217080414295197 (0.2240929761619279) | > loss_disc_real_4: 0.1883552074432373 (0.21854208409786224) | > loss_disc_real_5: 0.21957479417324066 (0.21227740383509433) | > loss_0: 2.321411371231079 (2.2981781068474363) | > grad_norm_0: tensor(30.0432, device='cuda:0') (tensor(13.5921, device='cuda:0')) | > loss_gen: 2.3896632194519043 (2.5743962682858865) | > loss_kl: 1.6359765529632568 (1.732562122922955) | > loss_feat: 6.991389751434326 (7.330668829908275) | > loss_mel: 18.996627807617188 (19.216528632424097) | > loss_duration: 2.054392099380493 (2.0686880735435866) | > loss_1: 32.068050384521484 (32.92284387530702) | > grad_norm_1: tensor(157.0563, device='cuda:0') (tensor(144.8774, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3629 (0.3496519435535779) | > loader_time: 0.0038 (0.003487986747664635)  --> TIME: 2024-06-10 23:17:31 -- STEP: 124/330 -- GLOBAL_STEP: 150825 | > loss_disc: 2.3068506717681885 (2.3009623327562876) | > loss_disc_real_0: 0.08884918689727783 (0.11326064821332693) | > loss_disc_real_1: 0.24659456312656403 (0.20192152249716944) | > loss_disc_real_2: 0.22203890979290009 (0.2140705317499176) | > loss_disc_real_3: 0.23351147770881653 (0.22534402387757455) | > loss_disc_real_4: 0.2205318659543991 (0.21993821030182223) | > loss_disc_real_5: 0.20376349985599518 (0.2124471881937596) | > loss_0: 2.3068506717681885 (2.3009623327562876) | > grad_norm_0: tensor(12.8939, device='cuda:0') (tensor(13.5466, device='cuda:0')) | > loss_gen: 2.626734495162964 (2.5752074180110807) | > loss_kl: 1.7396067380905151 (1.7386351381578753) | > loss_feat: 7.741695404052734 (7.356701620163456) | > loss_mel: 19.0251407623291 (19.24204571016374) | > loss_duration: 2.072032928466797 (2.068375728784068) | > loss_1: 33.20520782470703 (32.98096552202777) | > grad_norm_1: tensor(168.4809, device='cuda:0') (tensor(147.6332, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3679 (0.3530390974014037) | > loader_time: 0.0041 (0.0036221511902347686)  --> TIME: 2024-06-10 23:17:41 -- STEP: 149/330 -- GLOBAL_STEP: 150850 | > loss_disc: 2.126591205596924 (2.3018163050581135) | > loss_disc_real_0: 0.07245832681655884 (0.11365749944476473) | > loss_disc_real_1: 0.19538721442222595 (0.2009789284643711) | > loss_disc_real_2: 0.19722016155719757 (0.2144751390754777) | > loss_disc_real_3: 0.21732403337955475 (0.22627173654185045) | > loss_disc_real_4: 0.19890621304512024 (0.21948769308576652) | > loss_disc_real_5: 0.21359644830226898 (0.21253843735528472) | > loss_0: 2.126591205596924 (2.3018163050581135) | > grad_norm_0: tensor(7.7280, device='cuda:0') (tensor(15.3635, device='cuda:0')) | > loss_gen: 2.6656744480133057 (2.578883676720946) | > loss_kl: 1.8374744653701782 (1.7384659323916332) | > loss_feat: 7.140720844268799 (7.385562176672404) | > loss_mel: 19.69145965576172 (19.253855455641784) | > loss_duration: 2.0637683868408203 (2.0695929215258393) | > loss_1: 33.39909744262695 (33.026360159752336) | > grad_norm_1: tensor(225.5248, device='cuda:0') (tensor(166.0472, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3743 (0.3568406425066443) | > loader_time: 0.0051 (0.003758142458512479)  --> TIME: 2024-06-10 23:17:51 -- STEP: 174/330 -- GLOBAL_STEP: 150875 | > loss_disc: 2.2609124183654785 (2.3000366112281543) | > loss_disc_real_0: 0.11557765305042267 (0.11348904174720419) | > loss_disc_real_1: 0.20384156703948975 (0.2008100062094886) | > loss_disc_real_2: 0.19990310072898865 (0.214681513607502) | > loss_disc_real_3: 0.22209738194942474 (0.22621969227818237) | > loss_disc_real_4: 0.17006386816501617 (0.2191116158133266) | > loss_disc_real_5: 0.1824186146259308 (0.2116234763257805) | > loss_0: 2.2609124183654785 (2.3000366112281543) | > grad_norm_0: tensor(33.1517, device='cuda:0') (tensor(16.1737, device='cuda:0')) | > loss_gen: 2.561115264892578 (2.586311547235512) | > loss_kl: 1.9010274410247803 (1.7430887893698674) | > loss_feat: 8.224869728088379 (7.431924006034588) | > loss_mel: 19.99677276611328 (19.278299123391346) | > loss_duration: 2.1475486755371094 (2.0718636601820757) | > loss_1: 34.83133316040039 (33.111487059757614) | > grad_norm_1: tensor(190.9959, device='cuda:0') (tensor(179.1540, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3715 (0.36026483431629774) | > loader_time: 0.0045 (0.0038801870126833862)  --> TIME: 2024-06-10 23:18:01 -- STEP: 199/330 -- GLOBAL_STEP: 150900 | > loss_disc: 2.330958366394043 (2.2950952664092568) | > loss_disc_real_0: 0.09967848658561707 (0.11350409879381933) | > loss_disc_real_1: 0.20134100317955017 (0.20026160971303686) | > loss_disc_real_2: 0.23705455660820007 (0.21536543051801138) | > loss_disc_real_3: 0.22478561103343964 (0.224483484074698) | > loss_disc_real_4: 0.18847708404064178 (0.21807169030659165) | > loss_disc_real_5: 0.2123512327671051 (0.21063946165032124) | > loss_0: 2.330958366394043 (2.2950952664092568) | > grad_norm_0: tensor(19.3379, device='cuda:0') (tensor(17.7922, device='cuda:0')) | > loss_gen: 2.600132465362549 (2.5937194344985426) | > loss_kl: 1.728569507598877 (1.745931897930164) | > loss_feat: 7.049679279327393 (7.457922108808354) | > loss_mel: 19.51587677001953 (19.24546069236257) | > loss_duration: 2.193986415863037 (2.0783045801086035) | > loss_1: 33.08824157714844 (33.12133861905964) | > grad_norm_1: tensor(223.3243, device='cuda:0') (tensor(196.5683, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.4087 (0.36460295873670745) | > loader_time: 0.0058 (0.004044514804629223)  --> TIME: 2024-06-10 23:18:11 -- STEP: 224/330 -- GLOBAL_STEP: 150925 | > loss_disc: 2.3392903804779053 (2.2972808043871624) | > loss_disc_real_0: 0.11800368130207062 (0.11468967022041657) | > loss_disc_real_1: 0.23700778186321259 (0.20057571705962934) | > loss_disc_real_2: 0.22976386547088623 (0.21514591767585706) | > loss_disc_real_3: 0.2259385734796524 (0.22496995542730605) | > loss_disc_real_4: 0.22166897356510162 (0.21859396328883515) | > loss_disc_real_5: 0.20103228092193604 (0.2106599181092211) | > loss_0: 2.3392903804779053 (2.2972808043871624) | > grad_norm_0: tensor(5.6381, device='cuda:0') (tensor(18.1187, device='cuda:0')) | > loss_gen: 2.5116560459136963 (2.5921966869916235) | > loss_kl: 1.7167057991027832 (1.7493512630462642) | > loss_feat: 6.854326248168945 (7.458295172878674) | > loss_mel: 19.22605323791504 (19.207098722457886) | > loss_duration: 2.1782279014587402 (2.0839233382471956) | > loss_1: 32.486968994140625 (33.09086507558823) | > grad_norm_1: tensor(101.6928, device='cuda:0') (tensor(201.4048, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.3927 (0.36903834023645965) | > loader_time: 0.0076 (0.004200032779148647)  --> TIME: 2024-06-10 23:18:22 -- STEP: 249/330 -- GLOBAL_STEP: 150950 | > loss_disc: 2.253790855407715 (2.296183053748197) | > loss_disc_real_0: 0.10863310098648071 (0.11514300758759659) | > loss_disc_real_1: 0.17881308495998383 (0.2009296943863712) | > loss_disc_real_2: 0.2182275801897049 (0.21470124612610986) | > loss_disc_real_3: 0.22791503369808197 (0.22489425366422738) | > loss_disc_real_4: 0.2396528720855713 (0.21863661084069788) | > loss_disc_real_5: 0.22260691225528717 (0.21045070994331175) | > loss_0: 2.253790855407715 (2.296183053748197) | > grad_norm_0: tensor(6.6465, device='cuda:0') (tensor(17.8939, device='cuda:0')) | > loss_gen: 2.694523572921753 (2.591344911889379) | > loss_kl: 1.823406457901001 (1.753149755987297) | > loss_feat: 7.628040790557861 (7.45674794744775) | > loss_mel: 18.550987243652344 (19.191614488042504) | > loss_duration: 2.140669345855713 (2.091031685890441) | > loss_1: 32.83762741088867 (33.083888685846915) | > grad_norm_1: tensor(76.9109, device='cuda:0') (tensor(199.3887, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.4264 (0.37452950247799077) | > loader_time: 0.0062 (0.004346402294664498)  --> TIME: 2024-06-10 23:18:33 -- STEP: 274/330 -- GLOBAL_STEP: 150975 | > loss_disc: 2.388108015060425 (2.2964172215357324) | > loss_disc_real_0: 0.1288350224494934 (0.11564362042304807) | > loss_disc_real_1: 0.22853605449199677 (0.2015796017690297) | > loss_disc_real_2: 0.24773845076560974 (0.214727512785118) | > loss_disc_real_3: 0.24338825047016144 (0.22479074916047773) | > loss_disc_real_4: 0.22071950137615204 (0.21856038185366752) | > loss_disc_real_5: 0.19644476473331451 (0.21004435033911342) | > loss_0: 2.388108015060425 (2.2964172215357324) | > grad_norm_0: tensor(14.6678, device='cuda:0') (tensor(19.5551, device='cuda:0')) | > loss_gen: 2.4779763221740723 (2.591237682495674) | > loss_kl: 1.6789671182632446 (1.753385473776907) | > loss_feat: 7.435513019561768 (7.4654168821599365) | > loss_mel: 17.752687454223633 (19.142916428781774) | > loss_duration: 2.178647518157959 (2.098273853750993) | > loss_1: 31.523792266845703 (33.051230263536006) | > grad_norm_1: tensor(311.3291, device='cuda:0') (tensor(213.8877, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.4463 (0.37991832990715985) | > loader_time: 0.0062 (0.0045101190135426765)  --> TIME: 2024-06-10 23:18:45 -- STEP: 299/330 -- GLOBAL_STEP: 151000 | > loss_disc: 2.2502493858337402 (2.289246983751405) | > loss_disc_real_0: 0.0834081619977951 (0.1151592401930919) | > loss_disc_real_1: 0.26986193656921387 (0.2010244171954318) | > loss_disc_real_2: 0.23153267800807953 (0.21431725768739962) | > loss_disc_real_3: 0.2384192794561386 (0.22423682324463706) | > loss_disc_real_4: 0.2603102922439575 (0.2181141720368312) | > loss_disc_real_5: 0.24531038105487823 (0.20948647774980222) | > loss_0: 2.2502493858337402 (2.289246983751405) | > grad_norm_0: tensor(16.0538, device='cuda:0') (tensor(20.9757, device='cuda:0')) | > loss_gen: 2.7185745239257812 (2.6040702512033) | > loss_kl: 1.693515658378601 (1.7518904045672712) | > loss_feat: 7.445528984069824 (7.506487482766244) | > loss_mel: 17.551408767700195 (19.098138975060504) | > loss_duration: 2.2652573585510254 (2.1075868578658836) | > loss_1: 31.674283981323242 (33.06817391564618) | > grad_norm_1: tensor(320.9475, device='cuda:0') (tensor(224.5255, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.4635 (0.38616087444649916) | > loader_time: 0.0072 (0.004699993293022235) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_151000.pth  --> TIME: 2024-06-10 23:19:03 -- STEP: 324/330 -- GLOBAL_STEP: 151025 | > loss_disc: 2.3761565685272217 (2.2922335476787006) | > loss_disc_real_0: 0.1481396108865738 (0.1161140970494828) | > loss_disc_real_1: 0.18638497591018677 (0.20146499086677291) | > loss_disc_real_2: 0.22083669900894165 (0.2144341171707636) | > loss_disc_real_3: 0.24703043699264526 (0.22411446691847142) | > loss_disc_real_4: 0.18682608008384705 (0.2187069567081369) | > loss_disc_real_5: 0.2095670998096466 (0.2099055231629331) | > loss_0: 2.3761565685272217 (2.2922335476787006) | > grad_norm_0: tensor(34.3588, device='cuda:0') (tensor(22.4989, device='cuda:0')) | > loss_gen: 2.272347927093506 (2.6011116512027788) | > loss_kl: 1.9424811601638794 (1.755977648275869) | > loss_feat: 9.02940559387207 (7.555754061098452) | > loss_mel: 18.846738815307617 (19.046989540994907) | > loss_duration: 2.3030147552490234 (2.120886656605166) | > loss_1: 34.39398956298828 (33.080719500412194) | > grad_norm_1: tensor(466.7472, device='cuda:0') (tensor(237.2564, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.6452 (0.3987331110754133) | > loader_time: 0.0096 (0.004981831268027981)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2826600074768066 (2.2826600074768066) | > loss_disc_real_0: 0.0673597902059555 (0.0673597902059555) | > loss_disc_real_1: 0.14211513102054596 (0.14211513102054596) | > loss_disc_real_2: 0.21673214435577393 (0.21673214435577393) | > loss_disc_real_3: 0.19142870604991913 (0.19142870604991913) | > loss_disc_real_4: 0.13836658000946045 (0.13836658000946045) | > loss_disc_real_5: 0.17051807045936584 (0.17051807045936584) | > loss_0: 2.2826600074768066 (2.2826600074768066) | > loss_gen: 1.9700140953063965 (1.9700140953063965) | > loss_kl: 2.298637866973877 (2.298637866973877) | > loss_feat: 6.80186653137207 (6.80186653137207) | > loss_mel: 18.30413246154785 (18.30413246154785) | > loss_duration: 2.781975746154785 (2.781975746154785) | > loss_1: 32.1566276550293 (32.1566276550293)  --> STEP: 1 | > loss_disc: 2.060929298400879 (2.060929298400879) | > loss_disc_real_0: 0.031993407756090164 (0.031993407756090164) | > loss_disc_real_1: 0.18075238168239594 (0.18075238168239594) | > loss_disc_real_2: 0.20942029356956482 (0.20942029356956482) | > loss_disc_real_3: 0.20590639114379883 (0.20590639114379883) | > loss_disc_real_4: 0.17478303611278534 (0.17478303611278534) | > loss_disc_real_5: 0.23468613624572754 (0.23468613624572754) | > loss_0: 2.060929298400879 (2.060929298400879) | > loss_gen: 2.4087724685668945 (2.4087724685668945) | > loss_kl: 2.037976026535034 (2.037976026535034) | > loss_feat: 6.184648513793945 (6.184648513793945) | > loss_mel: 20.762210845947266 (20.762210845947266) | > loss_duration: 2.3803393840789795 (2.3803393840789795) | > loss_1: 33.773948669433594 (33.773948669433594)  --> STEP: 2 | > loss_disc: 2.1520161628723145 (2.1064727306365967) | > loss_disc_real_0: 0.10138887166976929 (0.06669113971292973) | > loss_disc_real_1: 0.15783262252807617 (0.16929250210523605) | > loss_disc_real_2: 0.1823093295097351 (0.19586481153964996) | > loss_disc_real_3: 0.26258552074432373 (0.23424595594406128) | > loss_disc_real_4: 0.21175827085971832 (0.19327065348625183) | > loss_disc_real_5: 0.22712022066116333 (0.23090317845344543) | > loss_0: 2.1520161628723145 (2.1064727306365967) | > loss_gen: 2.40932297706604 (2.4090477228164673) | > loss_kl: 2.1382036209106445 (2.0880898237228394) | > loss_feat: 7.000537395477295 (6.59259295463562) | > loss_mel: 19.63225555419922 (20.197233200073242) | > loss_duration: 2.3868026733398438 (2.3835710287094116) | > loss_1: 33.56712341308594 (33.670536041259766)  --> STEP: 3 | > loss_disc: 2.089085102081299 (2.1006768544514975) | > loss_disc_real_0: 0.09559495747089386 (0.0763257456322511) | > loss_disc_real_1: 0.14167818427085876 (0.16008772949377695) | > loss_disc_real_2: 0.11198930442333221 (0.16790630916754404) | > loss_disc_real_3: 0.21217535436153412 (0.22688908874988556) | > loss_disc_real_4: 0.19933828711509705 (0.19529319802920023) | > loss_disc_real_5: 0.24905043840408325 (0.23695226510365805) | > loss_0: 2.089085102081299 (2.1006768544514975) | > loss_gen: 2.295288324356079 (2.3711279233296714) | > loss_kl: 2.5092883110046387 (2.228489319483439) | > loss_feat: 6.880429744720459 (6.688538551330566) | > loss_mel: 20.955841064453125 (20.45010248819987) | > loss_duration: 2.253671646118164 (2.340271234512329) | > loss_1: 34.89451599121094 (34.078529357910156)  --> STEP: 4 | > loss_disc: 1.8917357921600342 (2.0484415888786316) | > loss_disc_real_0: 0.07468612492084503 (0.07591584045439959) | > loss_disc_real_1: 0.1619758903980255 (0.1605597697198391) | > loss_disc_real_2: 0.22219228744506836 (0.18147780373692513) | > loss_disc_real_3: 0.20105722546577454 (0.2204311229288578) | > loss_disc_real_4: 0.13601113855838776 (0.18047268316149712) | > loss_disc_real_5: 0.1716962307691574 (0.22063825652003288) | > loss_0: 1.8917357921600342 (2.0484415888786316) | > loss_gen: 2.6428287029266357 (2.4390531182289124) | > loss_kl: 2.588808298110962 (2.31856906414032) | > loss_feat: 8.954163551330566 (7.254944801330566) | > loss_mel: 21.112667083740234 (20.61574363708496) | > loss_duration: 2.278170347213745 (2.324746012687683) | > loss_1: 37.57664108276367 (34.953057289123535)  --> STEP: 5 | > loss_disc: 2.2106094360351562 (2.0808751583099365) | > loss_disc_real_0: 0.06374628841876984 (0.07348193004727363) | > loss_disc_real_1: 0.24958458542823792 (0.17836473286151885) | > loss_disc_real_2: 0.1956348419189453 (0.18430921137332917) | > loss_disc_real_3: 0.23991405963897705 (0.22432771027088166) | > loss_disc_real_4: 0.1888083964586258 (0.18213982582092286) | > loss_disc_real_5: 0.2166745513677597 (0.21984551548957826) | > loss_0: 2.2106094360351562 (2.0808751583099365) | > loss_gen: 2.3940842151641846 (2.4300593376159667) | > loss_kl: 2.3323843479156494 (2.3213321208953857) | > loss_feat: 5.6719970703125 (6.938355255126953) | > loss_mel: 18.145549774169922 (20.121704864501954) | > loss_duration: 2.317359447479248 (2.323268699645996) | > loss_1: 30.86137580871582 (34.134720993041995)  --> STEP: 6 | > loss_disc: 2.273782253265381 (2.1130263408025107) | > loss_disc_real_0: 0.07100294530391693 (0.07306876592338085) | > loss_disc_real_1: 0.15291233360767365 (0.17412266631921133) | > loss_disc_real_2: 0.15886326134204865 (0.18006821970144907) | > loss_disc_real_3: 0.2482719123363495 (0.22831841061512628) | > loss_disc_real_4: 0.24310582876205444 (0.19230082631111145) | > loss_disc_real_5: 0.2488102912902832 (0.22467297812302908) | > loss_0: 2.273782253265381 (2.1130263408025107) | > loss_gen: 2.182845115661621 (2.3888569672902427) | > loss_kl: 2.245007038116455 (2.308611273765564) | > loss_feat: 5.897809028625488 (6.764930884043376) | > loss_mel: 20.766271591186523 (20.229132652282715) | > loss_duration: 2.1153156757354736 (2.2886098623275757) | > loss_1: 33.20724868774414 (33.98014227549235)  --> STEP: 7 | > loss_disc: 2.3997955322265625 (2.1539933681488037) | > loss_disc_real_0: 0.14474377036094666 (0.08330805227160454) | > loss_disc_real_1: 0.2010350376367569 (0.1779672907931464) | > loss_disc_real_2: 0.24137000739574432 (0.18882561794349126) | > loss_disc_real_3: 0.2304321676492691 (0.22862037590571813) | > loss_disc_real_4: 0.18214493989944458 (0.19084998539515904) | > loss_disc_real_5: 0.23742428421974182 (0.2264945932797023) | > loss_0: 2.3997955322265625 (2.1539933681488037) | > loss_gen: 2.138882637023926 (2.353146348680769) | > loss_kl: 3.747227430343628 (2.51412786756243) | > loss_feat: 4.588348388671875 (6.453990527561733) | > loss_mel: 16.653141021728516 (19.718276705060685) | > loss_duration: 2.4112143516540527 (2.3061247893742154) | > loss_1: 29.5388126373291 (33.3456666128976)  --> STEP: 8 | > loss_disc: 2.1926090717315674 (2.158820331096649) | > loss_disc_real_0: 0.1103845089673996 (0.08669260935857892) | > loss_disc_real_1: 0.15172609686851501 (0.17468714155256748) | > loss_disc_real_2: 0.2151574194431305 (0.19211709313094616) | > loss_disc_real_3: 0.16979919373989105 (0.22126772813498974) | > loss_disc_real_4: 0.10849323868751526 (0.18055539205670357) | > loss_disc_real_5: 0.10578195750713348 (0.21140551380813122) | > loss_0: 2.1926090717315674 (2.158820331096649) | > loss_gen: 2.089755058288574 (2.3202224373817444) | > loss_kl: 2.0066070556640625 (2.4506877660751343) | > loss_feat: 11.041428565979004 (7.027420282363892) | > loss_mel: 21.3328914642334 (19.920103549957275) | > loss_duration: 2.102895975112915 (2.2807211875915527) | > loss_1: 38.57358169555664 (33.99915599822998)  --> STEP: 9 | > loss_disc: 2.2115731239318848 (2.1646817525227866) | > loss_disc_real_0: 0.14837294816970825 (0.09354598033759329) | > loss_disc_real_1: 0.2465655356645584 (0.18267362978723314) | > loss_disc_real_2: 0.1492905616760254 (0.18735858963595498) | > loss_disc_real_3: 0.211935356259346 (0.22023079792658487) | > loss_disc_real_4: 0.19458603858947754 (0.18211435278256735) | > loss_disc_real_5: 0.2318149209022522 (0.213673225707478) | > loss_0: 2.2115731239318848 (2.1646817525227866) | > loss_gen: 2.372487783432007 (2.3260296980539956) | > loss_kl: 1.871951937675476 (2.386383785141839) | > loss_feat: 6.7620697021484375 (6.997936884562175) | > loss_mel: 19.15434455871582 (19.835019217597115) | > loss_duration: 2.1230034828186035 (2.263196998172336) | > loss_1: 32.28385925292969 (33.808567470974396)  --> STEP: 10 | > loss_disc: 1.9624764919281006 (2.144461226463318) | > loss_disc_real_0: 0.07703830301761627 (0.09189521260559559) | > loss_disc_real_1: 0.1612999141216278 (0.1805362582206726) | > loss_disc_real_2: 0.09795496612787247 (0.17841822728514672) | > loss_disc_real_3: 0.18685950338840485 (0.21689366847276687) | > loss_disc_real_4: 0.15001308917999268 (0.17890422642230988) | > loss_disc_real_5: 0.11990401148796082 (0.20429630428552628) | > loss_0: 1.9624764919281006 (2.144461226463318) | > loss_gen: 2.333601236343384 (2.3267868518829347) | > loss_kl: 1.6401971578598022 (2.311765122413635) | > loss_feat: 8.822277069091797 (7.180370903015136) | > loss_mel: 20.39043426513672 (19.890560722351076) | > loss_duration: 2.2448530197143555 (2.261362600326538) | > loss_1: 35.431365966796875 (33.97084732055664)  --> STEP: 11 | > loss_disc: 2.366760730743408 (2.1646702723069624) | > loss_disc_real_0: 0.17035990953445435 (0.09902836687185547) | > loss_disc_real_1: 0.1664062887430191 (0.17925171554088593) | > loss_disc_real_2: 0.19889533519744873 (0.18027978254990143) | > loss_disc_real_3: 0.222595676779747 (0.21741203286431052) | > loss_disc_real_4: 0.20908208191394806 (0.18164766783064062) | > loss_disc_real_5: 0.253313809633255 (0.2087524411353198) | > loss_0: 2.366760730743408 (2.1646702723069624) | > loss_gen: 2.2099123001098633 (2.3161618926308374) | > loss_kl: 2.691642999649048 (2.346299474889582) | > loss_feat: 5.844316482543945 (7.058911410245028) | > loss_mel: 18.20779037475586 (19.737581599842418) | > loss_duration: 2.3689019680023193 (2.271138906478882) | > loss_1: 31.32256507873535 (33.73009438948198)  --> STEP: 12 | > loss_disc: 2.318178653717041 (2.177462637424469) | > loss_disc_real_0: 0.06812036037445068 (0.09645269966373841) | > loss_disc_real_1: 0.11021098494529724 (0.17349832132458687) | > loss_disc_real_2: 0.14650987088680267 (0.1774656232446432) | > loss_disc_real_3: 0.3049312233924866 (0.22470529874165854) | > loss_disc_real_4: 0.24317850172519684 (0.18677523732185364) | > loss_disc_real_5: 0.29014909267425537 (0.2155354954302311) | > loss_0: 2.318178653717041 (2.177462637424469) | > loss_gen: 2.3089101314544678 (2.3155575791994734) | > loss_kl: 1.6987184286117554 (2.292334387699763) | > loss_feat: 6.4462785720825195 (7.007858673731486) | > loss_mel: 20.832469940185547 (19.828822294871014) | > loss_duration: 2.215240478515625 (2.2664807041486106) | > loss_1: 33.501617431640625 (33.7110546429952)  --> STEP: 13 | > loss_disc: 2.4006130695343018 (2.1946280552790713) | > loss_disc_real_0: 0.10779979825019836 (0.09732555340115841) | > loss_disc_real_1: 0.20373809337615967 (0.17582445763624632) | > loss_disc_real_2: 0.22401024401187897 (0.18104597868827674) | > loss_disc_real_3: 0.2474798709154129 (0.2264571889088704) | > loss_disc_real_4: 0.216713547706604 (0.18907818427452674) | > loss_disc_real_5: 0.2299872636795044 (0.21664716991094443) | > loss_0: 2.4006130695343018 (2.1946280552790713) | > loss_gen: 2.199082374572754 (2.3065979480743413) | > loss_kl: 2.4644739627838135 (2.305575893475459) | > loss_feat: 5.504223346710205 (6.892194417806772) | > loss_mel: 19.45766258239746 (19.800271547757664) | > loss_duration: 2.120008945465088 (2.2552136457883396) | > loss_1: 31.745450973510742 (33.559854360727165)  --> STEP: 14 | > loss_disc: 2.0720529556274414 (2.1858726910182407) | > loss_disc_real_0: 0.07482790946960449 (0.09571857883461884) | > loss_disc_real_1: 0.15461906790733337 (0.17430978694132396) | > loss_disc_real_2: 0.24060261249542236 (0.1853000239602157) | > loss_disc_real_3: 0.211587592959404 (0.22539507491247995) | > loss_disc_real_4: 0.19772985577583313 (0.18969616081033433) | > loss_disc_real_5: 0.20597821474075317 (0.2158851016845022) | > loss_0: 2.0720529556274414 (2.1858726910182407) | > loss_gen: 2.495422124862671 (2.320085389273508) | > loss_kl: 2.3756885528564453 (2.310583940574101) | > loss_feat: 7.61067008972168 (6.943514108657837) | > loss_mel: 21.019956588745117 (19.887391907828196) | > loss_duration: 2.3990890979766846 (2.2654904638017928) | > loss_1: 35.90082550048828 (33.72706658499582)  --> STEP: 15 | > loss_disc: 2.2728378772735596 (2.191670370101929) | > loss_disc_real_0: 0.08705506473779678 (0.09514101122816404) | > loss_disc_real_1: 0.16994225978851318 (0.17401861846446992) | > loss_disc_real_2: 0.2431989312171936 (0.1891599511106809) | > loss_disc_real_3: 0.15709379315376282 (0.22084165612856546) | > loss_disc_real_4: 0.13691096007823944 (0.1861771474281947) | > loss_disc_real_5: 0.12683945894241333 (0.20994872550169627) | > loss_0: 2.2728378772735596 (2.191670370101929) | > loss_gen: 2.1533584594726562 (2.3089702606201175) | > loss_kl: 2.0667052268981934 (2.294325359662374) | > loss_feat: 9.324779510498047 (7.102265135447184) | > loss_mel: 19.559572219848633 (19.865537261962892) | > loss_duration: 2.2235798835754395 (2.2626964251200357) | > loss_1: 35.32799530029297 (33.833795166015626)  --> STEP: 16 | > loss_disc: 2.6216964721679688 (2.218547001481056) | > loss_disc_real_0: 0.09916144609451294 (0.09539228840731084) | > loss_disc_real_1: 0.2243172526359558 (0.17716228310018778) | > loss_disc_real_2: 0.2544228434562683 (0.1932388818822801) | > loss_disc_real_3: 0.19266155362129211 (0.21908039972186089) | > loss_disc_real_4: 0.23525653779506683 (0.1892446093261242) | > loss_disc_real_5: 0.2971192002296448 (0.21539688017219305) | > loss_0: 2.6216964721679688 (2.218547001481056) | > loss_gen: 2.0678863525390625 (2.2939025163650517) | > loss_kl: 2.264523506164551 (2.29246274381876) | > loss_feat: 6.407666206359863 (7.058852702379227) | > loss_mel: 19.117679595947266 (19.818796157836914) | > loss_duration: 2.3389742374420166 (2.2674637883901596) | > loss_1: 32.19673156738281 (33.731478691101074)  --> STEP: 17 | > loss_disc: 2.5652408599853516 (2.238940757863662) | > loss_disc_real_0: 0.11966927349567413 (0.09682034635368515) | > loss_disc_real_1: 0.21734002232551575 (0.17952567952520707) | > loss_disc_real_2: 0.22148770093917847 (0.19490057712092118) | > loss_disc_real_3: 0.2239956110715866 (0.2193695298012565) | > loss_disc_real_4: 0.24464023113250732 (0.19250317531473496) | > loss_disc_real_5: 0.3158268928527832 (0.22130452797693365) | > loss_0: 2.5652408599853516 (2.238940757863662) | > loss_gen: 2.1725053787231445 (2.286761508268469) | > loss_kl: 1.936570167541504 (2.271527886390686) | > loss_feat: 5.3100457191467285 (6.95598170336555) | > loss_mel: 19.340147018432617 (19.79064032610725) | > loss_duration: 2.4108784198760986 (2.2758999431834503) | > loss_1: 31.170148849487305 (33.580812229829675)  --> STEP: 18 | > loss_disc: 1.9322232007980347 (2.221900893582238) | > loss_disc_real_0: 0.06356336921453476 (0.09497273651262124) | > loss_disc_real_1: 0.14910665154457092 (0.17783573352628285) | > loss_disc_real_2: 0.1029566079378128 (0.18979257883297074) | > loss_disc_real_3: 0.18232513964176178 (0.21731150812572902) | > loss_disc_real_4: 0.18902701139450073 (0.19231005509694418) | > loss_disc_real_5: 0.18599309027194977 (0.21934278143776786) | > loss_0: 1.9322232007980347 (2.221900893582238) | > loss_gen: 2.503767251968384 (2.298817382918464) | > loss_kl: 2.232174873352051 (2.26934160788854) | > loss_feat: 9.62472152709961 (7.104245026906331) | > loss_mel: 22.095970153808594 (19.918714205423992) | > loss_duration: 2.2073206901550293 (2.2720899846818714) | > loss_1: 38.66395568847656 (33.863209088643394)  --> STEP: 19 | > loss_disc: 2.338874340057373 (2.22805739076514) | > loss_disc_real_0: 0.11283409595489502 (0.0959128080622146) | > loss_disc_real_1: 0.22421571612358093 (0.1802767852419301) | > loss_disc_real_2: 0.1843804121017456 (0.18950772795237994) | > loss_disc_real_3: 0.2795196771621704 (0.22058562228554174) | > loss_disc_real_4: 0.1947697550058365 (0.19243951298688589) | > loss_disc_real_5: 0.19435809552669525 (0.21802779796876406) | > loss_0: 2.338874340057373 (2.22805739076514) | > loss_gen: 2.285588026046753 (2.298121100977848) | > loss_kl: 1.855995774269104 (2.2475865640138326) | > loss_feat: 9.263581275939941 (7.217894303171258) | > loss_mel: 18.75338363647461 (19.85738101758455) | > loss_duration: 2.2871341705322266 (2.272881783937153) | > loss_1: 34.44568634033203 (33.89386578610069)  --> STEP: 20 | > loss_disc: 2.1479251384735107 (2.2240507781505583) | > loss_disc_real_0: 0.09203322231769562 (0.09571882877498865) | > loss_disc_real_1: 0.18917442858219147 (0.1807216674089432) | > loss_disc_real_2: 0.1970483809709549 (0.18988476060330867) | > loss_disc_real_3: 0.18327045440673828 (0.21871986389160156) | > loss_disc_real_4: 0.1550826132297516 (0.19057166799902917) | > loss_disc_real_5: 0.20563456416130066 (0.2174081362783909) | > loss_0: 2.1479251384735107 (2.2240507781505583) | > loss_gen: 2.177760601043701 (2.2921030759811405) | > loss_kl: 1.8512065410614014 (2.227767562866211) | > loss_feat: 5.0848846435546875 (7.111243820190429) | > loss_mel: 16.691181182861328 (19.69907102584839) | > loss_duration: 2.2859904766082764 (2.2735372185707092) | > loss_1: 28.09102439880371 (33.60372371673584)  --> STEP: 21 | > loss_disc: 1.9701776504516602 (2.211961581593468) | > loss_disc_real_0: 0.07080567628145218 (0.09453248818005834) | > loss_disc_real_1: 0.23502252995967865 (0.183307422768502) | > loss_disc_real_2: 0.1522693634033203 (0.18809355121283305) | > loss_disc_real_3: 0.15520568192005157 (0.21569537903581346) | > loss_disc_real_4: 0.11650882661342621 (0.18704486602828616) | > loss_disc_real_5: 0.1437554955482483 (0.21390086767219363) | > loss_0: 1.9701776504516602 (2.211961581593468) | > loss_gen: 2.5936620235443115 (2.306463025865101) | > loss_kl: 2.7662312984466553 (2.2534086931319464) | > loss_feat: 8.486987113952637 (7.176755405607677) | > loss_mel: 20.536724090576172 (19.7389592670259) | > loss_duration: 2.157634735107422 (2.268018052691505) | > loss_1: 36.54124069213867 (33.74360547746931)  --> STEP: 22 | > loss_disc: 1.780841588973999 (2.1923652182925832) | > loss_disc_real_0: 0.06472702324390411 (0.09317769431932406) | > loss_disc_real_1: 0.17892718315124512 (0.1831083209677176) | > loss_disc_real_2: 0.15428784489631653 (0.18655692819844594) | > loss_disc_real_3: 0.13456137478351593 (0.21200746975161813) | > loss_disc_real_4: 0.09762368351221085 (0.18298026682301002) | > loss_disc_real_5: 0.13317586481571198 (0.21023154936053537) | > loss_0: 1.780841588973999 (2.1923652182925832) | > loss_gen: 2.5622940063476562 (2.3180917067961264) | > loss_kl: 2.245558977127075 (2.2530518878589976) | > loss_feat: 8.08891773223877 (7.218217329545454) | > loss_mel: 19.194677352905273 (19.714219180020418) | > loss_duration: 2.2000198364257812 (2.2649272246794268) | > loss_1: 34.291465759277344 (33.76850821755149)  --> STEP: 23 | > loss_disc: 2.314941883087158 (2.197694638501043) | > loss_disc_real_0: 0.08526654541492462 (0.0928337313234806) | > loss_disc_real_1: 0.21824102103710175 (0.18463582966638648) | > loss_disc_real_2: 0.18546299636363983 (0.1865093659447587) | > loss_disc_real_3: 0.14575165510177612 (0.20912678215814673) | > loss_disc_real_4: 0.09439103305339813 (0.17912856100693994) | > loss_disc_real_5: 0.10881255567073822 (0.20582202789576157) | > loss_0: 2.314941883087158 (2.197694638501043) | > loss_gen: 1.8608745336532593 (2.2982126992681757) | > loss_kl: 2.5649755001068115 (2.266613784043685) | > loss_feat: 6.63794469833374 (7.192988084710163) | > loss_mel: 17.286216735839844 (19.608653856360394) | > loss_duration: 2.2310898303985596 (2.263456033623737) | > loss_1: 30.581100463867188 (33.62992527173913)  --> STEP: 24 | > loss_disc: 2.2413220405578613 (2.199512446920077) | > loss_disc_real_0: 0.10131693631410599 (0.09318719819809) | > loss_disc_real_1: 0.25106894969940186 (0.1874038763344288) | > loss_disc_real_2: 0.20379219949245453 (0.18722948400924602) | > loss_disc_real_3: 0.2772502899169922 (0.21196526164809862) | > loss_disc_real_4: 0.2262728214263916 (0.18109290519108376) | > loss_disc_real_5: 0.21453583240509033 (0.20618510308365026) | > loss_0: 2.2413220405578613 (2.199512446920077) | > loss_gen: 2.48809814453125 (2.306124592820804) | > loss_kl: 2.5195515155792236 (2.277152856190999) | > loss_feat: 6.519474029541016 (7.1649249990781145) | > loss_mel: 17.974218368530273 (19.540552377700806) | > loss_duration: 2.4407060146331787 (2.2708414494991302) | > loss_1: 31.942049026489258 (33.55959709485372)  --> STEP: 25 | > loss_disc: 2.4633705615997314 (2.2100667715072633) | > loss_disc_real_0: 0.14032571017742157 (0.09507273867726326) | > loss_disc_real_1: 0.22786176204681396 (0.1890221917629242) | > loss_disc_real_2: 0.1831265687942505 (0.18706536740064622) | > loss_disc_real_3: 0.21149872243404388 (0.21194660007953645) | > loss_disc_real_4: 0.16957274079322815 (0.18063209861516952) | > loss_disc_real_5: 0.19686830043792725 (0.20581243097782134) | > loss_0: 2.4633705615997314 (2.2100667715072633) | > loss_gen: 2.2027077674865723 (2.3019879198074347) | > loss_kl: 2.1930484771728516 (2.273788681030273) | > loss_feat: 6.6227264404296875 (7.143237056732178) | > loss_mel: 17.152414321899414 (19.44502685546875) | > loss_duration: 2.302464008331299 (2.272106351852417) | > loss_1: 30.473360061645508 (33.43614761352539)  --> STEP: 26 | > loss_disc: 2.821218490600586 (2.2335726068570065) | > loss_disc_real_0: 0.05245853215456009 (0.09343373073408237) | > loss_disc_real_1: 0.14792852103710175 (0.1874416659657772) | > loss_disc_real_2: 0.13599367439746857 (0.1851010715159086) | > loss_disc_real_3: 0.23314225673675537 (0.21276181764327562) | > loss_disc_real_4: 0.2743173837661743 (0.18423537881328508) | > loss_disc_real_5: 0.22877752780914307 (0.20669570393287218) | > loss_0: 2.821218490600586 (2.2335726068570065) | > loss_gen: 1.8358206748962402 (2.2840584103877735) | > loss_kl: 2.0768942832946777 (2.266215819578904) | > loss_feat: 20.65187644958496 (7.662800110303438) | > loss_mel: 19.958202362060547 (19.46476437495305) | > loss_duration: 2.270399332046509 (2.2720406972444973) | > loss_1: 46.79319381713867 (33.94988015981821) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024530612505399263 (+0.00020501246819129397) | > avg_loss_disc: 2.2335726068570065 (-0.20132537530018713) | > avg_loss_disc_real_0: 0.09343373073408237 (+0.007336093399387136) | > avg_loss_disc_real_1: 0.1874416659657772 (-0.006327882695656539) | > avg_loss_disc_real_2: 0.1851010715159086 (-0.08581133387409723) | > avg_loss_disc_real_3: 0.21276181764327562 (-0.04150035518866324) | > avg_loss_disc_real_4: 0.18423537881328508 (-0.09292363232144948) | > avg_loss_disc_real_5: 0.20669570393287218 (-0.0706542094166463) | > avg_loss_0: 2.2335726068570065 (-0.20132537530018713) | > avg_loss_gen: 2.2840584103877735 (-0.16959094542723419) | > avg_loss_kl: 2.266215819578904 (-0.12816898639385554) | > avg_loss_feat: 7.662800110303438 (+0.5463490119347201) | > avg_loss_mel: 19.46476437495305 (+0.07951090886042422) | > avg_loss_duration: 2.2720406972444973 (+0.01836751974546047) | > avg_loss_1: 33.94988015981821 (+0.3464684119591439)  > EPOCH: 191/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:19:26)   --> TIME: 2024-06-10 23:19:34 -- STEP: 19/330 -- GLOBAL_STEP: 151050 | > loss_disc: 2.320779323577881 (2.299833247536107) | > loss_disc_real_0: 0.1025926023721695 (0.11743835791161186) | > loss_disc_real_1: 0.20767106115818024 (0.19356716463440343) | > loss_disc_real_2: 0.2052403688430786 (0.21445383602067045) | > loss_disc_real_3: 0.22657230496406555 (0.22775884521634956) | > loss_disc_real_4: 0.20952484011650085 (0.22457584974012876) | > loss_disc_real_5: 0.22340799868106842 (0.21837730313602247) | > loss_0: 2.320779323577881 (2.299833247536107) | > grad_norm_0: tensor(7.6963, device='cuda:0') (tensor(8.4981, device='cuda:0')) | > loss_gen: 2.357961654663086 (2.541878499482807) | > loss_kl: 1.6576859951019287 (1.7331680435883372) | > loss_feat: 6.748167037963867 (7.083791105370772) | > loss_mel: 18.759197235107422 (19.333590758474248) | > loss_duration: 2.0910136699676514 (2.174077874735782) | > loss_1: 31.614025115966797 (32.866505873830704) | > grad_norm_1: tensor(217.6584, device='cuda:0') (tensor(112.0471, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.342 (0.34877562522888184) | > loader_time: 0.0031 (0.00317089181197317)  --> TIME: 2024-06-10 23:19:43 -- STEP: 44/330 -- GLOBAL_STEP: 151075 | > loss_disc: 2.2313590049743652 (2.2791484648531135) | > loss_disc_real_0: 0.12704265117645264 (0.11552827094088901) | > loss_disc_real_1: 0.2053559571504593 (0.19624407826499504) | > loss_disc_real_2: 0.16630150377750397 (0.21409626135771925) | > loss_disc_real_3: 0.19823145866394043 (0.22170891307971693) | > loss_disc_real_4: 0.2056102156639099 (0.21887376057830724) | > loss_disc_real_5: 0.18179114162921906 (0.21207038414749232) | > loss_0: 2.2313590049743652 (2.2791484648531135) | > grad_norm_0: tensor(5.5427, device='cuda:0') (tensor(8.3087, device='cuda:0')) | > loss_gen: 2.516131639480591 (2.5796510252085607) | > loss_kl: 1.6809601783752441 (1.7288774279030887) | > loss_feat: 7.790609359741211 (7.351984999396584) | > loss_mel: 19.134714126586914 (19.306364319541235) | > loss_duration: 1.9832755327224731 (2.1009100838141) | > loss_1: 33.105690002441406 (33.06778756054965) | > grad_norm_1: tensor(111.7255, device='cuda:0') (tensor(116.8763, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.3534 (0.3515390320257707) | > loader_time: 0.0038 (0.003276283090764826)  --> TIME: 2024-06-10 23:19:52 -- STEP: 69/330 -- GLOBAL_STEP: 151100 | > loss_disc: 2.366762161254883 (2.2783614725306407) | > loss_disc_real_0: 0.1388670802116394 (0.1149144985753557) | > loss_disc_real_1: 0.2150561809539795 (0.19592478892941406) | > loss_disc_real_2: 0.22616158425807953 (0.2147201211124227) | > loss_disc_real_3: 0.2322472780942917 (0.22034711941428806) | > loss_disc_real_4: 0.20554250478744507 (0.2170026196517806) | > loss_disc_real_5: 0.19604837894439697 (0.21187961814196213) | > loss_0: 2.366762161254883 (2.2783614725306407) | > grad_norm_0: tensor(32.9508, device='cuda:0') (tensor(9.7795, device='cuda:0')) | > loss_gen: 2.465935707092285 (2.5770315951195326) | > loss_kl: 1.5602803230285645 (1.716765538505886) | > loss_feat: 7.046290874481201 (7.380243280659551) | > loss_mel: 18.73004722595215 (19.284010209899023) | > loss_duration: 2.0023069381713867 (2.0798155967740035) | > loss_1: 31.80486297607422 (33.037866177766226) | > grad_norm_1: tensor(323.5287, device='cuda:0') (tensor(130.5880, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.3598 (0.3512945935346078) | > loader_time: 0.0034 (0.00336532661880272)  --> TIME: 2024-06-10 23:20:01 -- STEP: 94/330 -- GLOBAL_STEP: 151125 | > loss_disc: 2.3061513900756836 (2.276244970078163) | > loss_disc_real_0: 0.1469256579875946 (0.11380952858227364) | > loss_disc_real_1: 0.20557717978954315 (0.19841023693059348) | > loss_disc_real_2: 0.2155628502368927 (0.21381812701199926) | > loss_disc_real_3: 0.22582782804965973 (0.22268421947956085) | > loss_disc_real_4: 0.2153979390859604 (0.21678368128994677) | > loss_disc_real_5: 0.2319277822971344 (0.21044761957006253) | > loss_0: 2.3061513900756836 (2.276244970078163) | > grad_norm_0: tensor(24.4537, device='cuda:0') (tensor(13.0629, device='cuda:0')) | > loss_gen: 2.524087905883789 (2.585212218000536) | > loss_kl: 1.7100187540054321 (1.7213860902380436) | > loss_feat: 7.555927276611328 (7.394894153513807) | > loss_mel: 19.618770599365234 (19.304744720458984) | > loss_duration: 2.0725951194763184 (2.070945666191425) | > loss_1: 33.48139953613281 (33.07718264802974) | > grad_norm_1: tensor(347.8476, device='cuda:0') (tensor(164.9998, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.3537 (0.3521010469883047) | > loader_time: 0.0036 (0.003467909833218189)  --> TIME: 2024-06-10 23:20:10 -- STEP: 119/330 -- GLOBAL_STEP: 151150 | > loss_disc: 2.206174850463867 (2.266597831950468) | > loss_disc_real_0: 0.08660471439361572 (0.11257452736882602) | > loss_disc_real_1: 0.23638994991779327 (0.19862388687975263) | > loss_disc_real_2: 0.22662143409252167 (0.21351877293166) | > loss_disc_real_3: 0.21483799815177917 (0.22096796997454987) | > loss_disc_real_4: 0.22507232427597046 (0.21584500021794262) | > loss_disc_real_5: 0.21281678974628448 (0.20908748715364633) | > loss_0: 2.206174850463867 (2.266597831950468) | > grad_norm_0: tensor(13.6637, device='cuda:0') (tensor(14.5232, device='cuda:0')) | > loss_gen: 2.590625524520874 (2.601798153724993) | > loss_kl: 1.6640682220458984 (1.7290354596466577) | > loss_feat: 7.631237506866455 (7.472530901932917) | > loss_mel: 19.30966567993164 (19.310419515401374) | > loss_duration: 2.0310356616973877 (2.0671315213211443) | > loss_1: 33.22663116455078 (33.180915399759755) | > grad_norm_1: tensor(211.6506, device='cuda:0') (tensor(192.6337, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.3719 (0.3542222756297649) | > loader_time: 0.0042 (0.003591417264537651)  --> TIME: 2024-06-10 23:20:19 -- STEP: 144/330 -- GLOBAL_STEP: 151175 | > loss_disc: 2.4077117443084717 (2.270913147264057) | > loss_disc_real_0: 0.13233131170272827 (0.11290493281558156) | > loss_disc_real_1: 0.199508935213089 (0.19948402512818572) | > loss_disc_real_2: 0.2596210241317749 (0.21369290786484882) | > loss_disc_real_3: 0.21414513885974884 (0.22142821364104753) | > loss_disc_real_4: 0.21749666333198547 (0.2162455912265513) | > loss_disc_real_5: 0.20407645404338837 (0.20954785951309737) | > loss_0: 2.4077117443084717 (2.270913147264057) | > grad_norm_0: tensor(10.0155, device='cuda:0') (tensor(15.3629, device='cuda:0')) | > loss_gen: 2.472348213195801 (2.59700456261635) | > loss_kl: 1.7630966901779175 (1.7303870899809735) | > loss_feat: 7.39307165145874 (7.453666571113798) | > loss_mel: 19.096683502197266 (19.284155554241604) | > loss_duration: 2.0472724437713623 (2.0684086978435516) | > loss_1: 32.7724723815918 (33.133622301949394) | > grad_norm_1: tensor(219.6086, device='cuda:0') (tensor(202.3757, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.3798 (0.35791588657432133) | > loader_time: 0.0041 (0.0036815471119350856)  --> TIME: 2024-06-10 23:20:29 -- STEP: 169/330 -- GLOBAL_STEP: 151200 | > loss_disc: 2.1506547927856445 (2.2729353820078484) | > loss_disc_real_0: 0.0900668054819107 (0.11357037004458129) | > loss_disc_real_1: 0.19403301179409027 (0.1991326562046299) | > loss_disc_real_2: 0.1977968066930771 (0.21336616672707742) | > loss_disc_real_3: 0.21238237619400024 (0.22147226157273064) | > loss_disc_real_4: 0.21657784283161163 (0.21681706660245298) | > loss_disc_real_5: 0.18760794401168823 (0.20949041349648018) | > loss_0: 2.1506547927856445 (2.2729353820078484) | > grad_norm_0: tensor(6.9512, device='cuda:0') (tensor(15.3748, device='cuda:0')) | > loss_gen: 2.620220899581909 (2.590680903936986) | > loss_kl: 1.5864595174789429 (1.7285416577694688) | > loss_feat: 7.835960865020752 (7.444744412010238) | > loss_mel: 19.396738052368164 (19.25613847992124) | > loss_duration: 2.120471477508545 (2.071083918125672) | > loss_1: 33.55984878540039 (33.09118918695395) | > grad_norm_1: tensor(144.7185, device='cuda:0') (tensor(193.5973, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.3819 (0.36064712253547987) | > loader_time: 0.0048 (0.0037930956959019045)  --> TIME: 2024-06-10 23:20:39 -- STEP: 194/330 -- GLOBAL_STEP: 151225 | > loss_disc: 2.2135891914367676 (2.2750873750018106) | > loss_disc_real_0: 0.10573244839906693 (0.1137388173068307) | > loss_disc_real_1: 0.2408543825149536 (0.19927903326209054) | > loss_disc_real_2: 0.23840665817260742 (0.21383959454359475) | > loss_disc_real_3: 0.23121437430381775 (0.22190542918505132) | > loss_disc_real_4: 0.19259272515773773 (0.2170099955551403) | > loss_disc_real_5: 0.1746954619884491 (0.20963967676015244) | > loss_0: 2.2135891914367676 (2.2750873750018106) | > grad_norm_0: tensor(10.7955, device='cuda:0') (tensor(16.0546, device='cuda:0')) | > loss_gen: 2.72670578956604 (2.5897154599120946) | > loss_kl: 1.8379161357879639 (1.7304110643789943) | > loss_feat: 7.830114364624023 (7.44532742696939) | > loss_mel: 19.555849075317383 (19.23169275657418) | > loss_duration: 2.0805063247680664 (2.0767916232040258) | > loss_1: 34.03109359741211 (33.07393824193895) | > grad_norm_1: tensor(358.3785, device='cuda:0') (tensor(206.1097, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.4028 (0.36409907611375003) | > loader_time: 0.0045 (0.0039134627764986964)  --> TIME: 2024-06-10 23:20:49 -- STEP: 219/330 -- GLOBAL_STEP: 151250 | > loss_disc: 2.1747143268585205 (2.2752559489855493) | > loss_disc_real_0: 0.07189788669347763 (0.11338856305978069) | > loss_disc_real_1: 0.14550471305847168 (0.19919108337463307) | > loss_disc_real_2: 0.21508023142814636 (0.21384579616866706) | > loss_disc_real_3: 0.20169863104820251 (0.22160440173051132) | > loss_disc_real_4: 0.23901382088661194 (0.21692963407192056) | > loss_disc_real_5: 0.22983208298683167 (0.21037790328944656) | > loss_0: 2.1747143268585205 (2.2752559489855493) | > grad_norm_0: tensor(17.3941, device='cuda:0') (tensor(17.8846, device='cuda:0')) | > loss_gen: 2.9344167709350586 (2.595329722313033) | > loss_kl: 1.910418152809143 (1.7343977433905757) | > loss_feat: 7.821148872375488 (7.459028490057819) | > loss_mel: 19.748144149780273 (19.195673737896087) | > loss_duration: 2.125666618347168 (2.082626720541689) | > loss_1: 34.539794921875 (33.06705631621896) | > grad_norm_1: tensor(284.4195, device='cuda:0') (tensor(216.5874, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.397 (0.3677555230110203) | > loader_time: 0.0049 (0.004027630096156847)  --> TIME: 2024-06-10 23:21:00 -- STEP: 244/330 -- GLOBAL_STEP: 151275 | > loss_disc: 2.235999822616577 (2.274449207743661) | > loss_disc_real_0: 0.10199359059333801 (0.11255497689984861) | > loss_disc_real_1: 0.22271287441253662 (0.1991914534544358) | > loss_disc_real_2: 0.23367775976657867 (0.21364584137670334) | > loss_disc_real_3: 0.2050676941871643 (0.22176622868072793) | > loss_disc_real_4: 0.21781550347805023 (0.21765683560830648) | > loss_disc_real_5: 0.21748822927474976 (0.21019668199244093) | > loss_0: 2.235999822616577 (2.274449207743661) | > grad_norm_0: tensor(37.5354, device='cuda:0') (tensor(19.5457, device='cuda:0')) | > loss_gen: 2.7782068252563477 (2.6037436567369063) | > loss_kl: 1.7744861841201782 (1.7341723197796308) | > loss_feat: 7.714112758636475 (7.48586513175339) | > loss_mel: 19.4805965423584 (19.180680845604567) | > loss_duration: 2.0809998512268066 (2.0901311635971074) | > loss_1: 33.82840347290039 (33.09459301682768) | > grad_norm_1: tensor(272.3493, device='cuda:0') (tensor(227.0721, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.4272 (0.372023555098987) | > loader_time: 0.0051 (0.004157113247230407)  --> TIME: 2024-06-10 23:21:10 -- STEP: 269/330 -- GLOBAL_STEP: 151300 | > loss_disc: 2.160184860229492 (2.276060680474491) | > loss_disc_real_0: 0.12689803540706635 (0.11418799186284657) | > loss_disc_real_1: 0.19343754649162292 (0.19932460746135852) | > loss_disc_real_2: 0.23654060065746307 (0.21397795292746183) | > loss_disc_real_3: 0.21984566748142242 (0.2217579166020603) | > loss_disc_real_4: 0.23028455674648285 (0.21718974405948113) | > loss_disc_real_5: 0.21160507202148438 (0.2100711072687766) | > loss_0: 2.160184860229492 (2.276060680474491) | > grad_norm_0: tensor(42.8588, device='cuda:0') (tensor(21.1960, device='cuda:0')) | > loss_gen: 2.792501211166382 (2.6045994838374265) | > loss_kl: 1.8314683437347412 (1.7385398982625915) | > loss_feat: 7.691128253936768 (7.496848296055562) | > loss_mel: 18.422609329223633 (19.124393108609) | > loss_duration: 2.18039608001709 (2.097166119898119) | > loss_1: 32.9181022644043 (33.06154680783864) | > grad_norm_1: tensor(397.8792, device='cuda:0') (tensor(239.0851, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.4351 (0.37691131577615844) | > loader_time: 0.0062 (0.004303537780024307)  --> TIME: 2024-06-10 23:21:22 -- STEP: 294/330 -- GLOBAL_STEP: 151325 | > loss_disc: 2.3004472255706787 (2.2769800838159067) | > loss_disc_real_0: 0.11035852879285812 (0.11424499250897745) | > loss_disc_real_1: 0.2134685218334198 (0.19968055801934936) | > loss_disc_real_2: 0.2702617347240448 (0.213885273302899) | > loss_disc_real_3: 0.2289430946111679 (0.22228345822314827) | > loss_disc_real_4: 0.22991624474525452 (0.2173774037130025) | > loss_disc_real_5: 0.23838284611701965 (0.21055651091191235) | > loss_0: 2.3004472255706787 (2.2769800838159067) | > grad_norm_0: tensor(29.2482, device='cuda:0') (tensor(22.2588, device='cuda:0')) | > loss_gen: 2.6385674476623535 (2.6041718194273873) | > loss_kl: 1.6968072652816772 (1.7391462776125695) | > loss_feat: 7.937868118286133 (7.504573353293802) | > loss_mel: 18.51215934753418 (19.059764751771677) | > loss_duration: 2.236785888671875 (2.1061422078787877) | > loss_1: 33.022186279296875 (33.01379827901619) | > grad_norm_1: tensor(299.3535, device='cuda:0') (tensor(247.7957, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.4669 (0.3840996919035101) | > loader_time: 0.0067 (0.004489099087358332)  --> TIME: 2024-06-10 23:21:35 -- STEP: 319/330 -- GLOBAL_STEP: 151350 | > loss_disc: 2.322047233581543 (2.279108335231913) | > loss_disc_real_0: 0.17890915274620056 (0.11543866959298292) | > loss_disc_real_1: 0.213290274143219 (0.20065783109037102) | > loss_disc_real_2: 0.1917993724346161 (0.21364508961622253) | > loss_disc_real_3: 0.24703136086463928 (0.22224967980459567) | > loss_disc_real_4: 0.20149976015090942 (0.21724656345702265) | > loss_disc_real_5: 0.19816748797893524 (0.2102129312705097) | > loss_0: 2.322047233581543 (2.279108335231913) | > grad_norm_0: tensor(19.5916, device='cuda:0') (tensor(21.8690, device='cuda:0')) | > loss_gen: 2.4891786575317383 (2.6005468532956884) | > loss_kl: 1.890151858329773 (1.7432719401805006) | > loss_feat: 8.54570198059082 (7.536184149476054) | > loss_mel: 19.13672637939453 (19.037231164292482) | > loss_duration: 2.296346426010132 (2.119047007964323) | > loss_1: 34.35810470581055 (33.03628096984098) | > grad_norm_1: tensor(149.9964, device='cuda:0') (tensor(243.4286, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.5817 (0.3947006706907458) | > loader_time: 0.0084 (0.004766053166882746)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4435110092163086 (2.4435110092163086) | > loss_disc_real_0: 0.18908515572547913 (0.18908515572547913) | > loss_disc_real_1: 0.3029331862926483 (0.3029331862926483) | > loss_disc_real_2: 0.24368496239185333 (0.24368496239185333) | > loss_disc_real_3: 0.30153098702430725 (0.30153098702430725) | > loss_disc_real_4: 0.22515974938869476 (0.22515974938869476) | > loss_disc_real_5: 0.20145191252231598 (0.20145191252231598) | > loss_0: 2.4435110092163086 (2.4435110092163086) | > loss_gen: 2.884953737258911 (2.884953737258911) | > loss_kl: 2.5663955211639404 (2.5663955211639404) | > loss_feat: 6.3438005447387695 (6.3438005447387695) | > loss_mel: 17.112485885620117 (17.112485885620117) | > loss_duration: 2.908745527267456 (2.908745527267456) | > loss_1: 31.816381454467773 (31.816381454467773)  --> STEP: 1 | > loss_disc: 2.695117473602295 (2.695117473602295) | > loss_disc_real_0: 0.07880275696516037 (0.07880275696516037) | > loss_disc_real_1: 0.21487125754356384 (0.21487125754356384) | > loss_disc_real_2: 0.21519628167152405 (0.21519628167152405) | > loss_disc_real_3: 0.2701118588447571 (0.2701118588447571) | > loss_disc_real_4: 0.29256153106689453 (0.29256153106689453) | > loss_disc_real_5: 0.2776329815387726 (0.2776329815387726) | > loss_0: 2.695117473602295 (2.695117473602295) | > loss_gen: 1.9466869831085205 (1.9466869831085205) | > loss_kl: 2.2859392166137695 (2.2859392166137695) | > loss_feat: 3.859922409057617 (3.859922409057617) | > loss_mel: 17.920360565185547 (17.920360565185547) | > loss_duration: 2.406308174133301 (2.406308174133301) | > loss_1: 28.419219970703125 (28.419219970703125)  --> STEP: 2 | > loss_disc: 2.2557411193847656 (2.4754292964935303) | > loss_disc_real_0: 0.08543474227190018 (0.08211874961853027) | > loss_disc_real_1: 0.1775892972946167 (0.19623027741909027) | > loss_disc_real_2: 0.20773689448833466 (0.21146658807992935) | > loss_disc_real_3: 0.30448949337005615 (0.2873006761074066) | > loss_disc_real_4: 0.29474419355392456 (0.29365286231040955) | > loss_disc_real_5: 0.2694723904132843 (0.27355268597602844) | > loss_0: 2.2557411193847656 (2.4754292964935303) | > loss_gen: 2.6747071743011475 (2.310697078704834) | > loss_kl: 2.177952766418457 (2.2319459915161133) | > loss_feat: 6.868312358856201 (5.364117383956909) | > loss_mel: 19.41337776184082 (18.666869163513184) | > loss_duration: 2.357173204421997 (2.381740689277649) | > loss_1: 33.49152374267578 (30.955371856689453)  --> STEP: 3 | > loss_disc: 2.1741323471069336 (2.3749969800313315) | > loss_disc_real_0: 0.06429046392440796 (0.0761759877204895) | > loss_disc_real_1: 0.1941497027873993 (0.19553675254185995) | > loss_disc_real_2: 0.20981347560882568 (0.21091555058956146) | > loss_disc_real_3: 0.2787117660045624 (0.2844377060731252) | > loss_disc_real_4: 0.25557270646095276 (0.28095947702725727) | > loss_disc_real_5: 0.29388996958732605 (0.2803317805131276) | > loss_0: 2.1741323471069336 (2.3749969800313315) | > loss_gen: 2.7208268642425537 (2.4474070072174072) | > loss_kl: 2.525446891784668 (2.329779624938965) | > loss_feat: 7.7213239669799805 (6.149852911631267) | > loss_mel: 20.097871780395508 (19.143870035807293) | > loss_duration: 2.2523036003112793 (2.338594992955526) | > loss_1: 35.317771911621094 (32.409505208333336)  --> STEP: 4 | > loss_disc: 2.170017719268799 (2.3237521648406982) | > loss_disc_real_0: 0.11813805997371674 (0.08666650578379631) | > loss_disc_real_1: 0.2809198498725891 (0.21688252687454224) | > loss_disc_real_2: 0.20143632590770721 (0.2085457444190979) | > loss_disc_real_3: 0.21842274069786072 (0.2679339647293091) | > loss_disc_real_4: 0.18349269032478333 (0.2565927803516388) | > loss_disc_real_5: 0.17088545858860016 (0.2529702000319958) | > loss_0: 2.170017719268799 (2.3237521648406982) | > loss_gen: 2.5322048664093018 (2.468606472015381) | > loss_kl: 2.5147011280059814 (2.376010000705719) | > loss_feat: 8.371447563171387 (6.705251574516296) | > loss_mel: 18.242488861083984 (18.918524742126465) | > loss_duration: 2.2792253494262695 (2.3237525820732117) | > loss_1: 33.940067291259766 (32.79214572906494)  --> STEP: 5 | > loss_disc: 2.2999885082244873 (2.318999433517456) | > loss_disc_real_0: 0.028981611132621765 (0.0751295268535614) | > loss_disc_real_1: 0.3326684534549713 (0.24003971219062806) | > loss_disc_real_2: 0.1832064688205719 (0.2034778892993927) | > loss_disc_real_3: 0.2995104491710663 (0.2742492616176605) | > loss_disc_real_4: 0.24056856334209442 (0.25338793694972994) | > loss_disc_real_5: 0.26741206645965576 (0.25585857331752776) | > loss_0: 2.2999885082244873 (2.318999433517456) | > loss_gen: 2.5531153678894043 (2.4855082511901854) | > loss_kl: 2.2614049911499023 (2.3530889987945556) | > loss_feat: 5.537020206451416 (6.47160530090332) | > loss_mel: 19.980636596679688 (19.13094711303711) | > loss_duration: 2.3440284729003906 (2.3278077602386475) | > loss_1: 32.67620849609375 (32.768958282470706)  --> STEP: 6 | > loss_disc: 2.5623087882995605 (2.3595509926478067) | > loss_disc_real_0: 0.10365340858697891 (0.07988350714246432) | > loss_disc_real_1: 0.2981165945529938 (0.24971919258435568) | > loss_disc_real_2: 0.27164697647094727 (0.21483940382798514) | > loss_disc_real_3: 0.3456381559371948 (0.28614741067091626) | > loss_disc_real_4: 0.304505854845047 (0.26190758993228275) | > loss_disc_real_5: 0.3116118907928467 (0.2651507928967476) | > loss_0: 2.5623087882995605 (2.3595509926478067) | > loss_gen: 2.6504030227661133 (2.512990713119507) | > loss_kl: 1.8945577144622803 (2.2766671180725098) | > loss_feat: 5.855780124664307 (6.368967771530151) | > loss_mel: 20.985591888427734 (19.440054575602215) | > loss_duration: 2.1502606868743896 (2.2982165813446045) | > loss_1: 33.53659439086914 (32.896897633870445)  --> STEP: 7 | > loss_disc: 2.0550930500030518 (2.3160570008414134) | > loss_disc_real_0: 0.04940371960401535 (0.07552925177982875) | > loss_disc_real_1: 0.20166373252868652 (0.24285412686211721) | > loss_disc_real_2: 0.249665305018425 (0.21981453256947653) | > loss_disc_real_3: 0.2198769748210907 (0.2766802055495126) | > loss_disc_real_4: 0.24836446344852448 (0.25997285757746014) | > loss_disc_real_5: 0.253695011138916 (0.2635142526456288) | > loss_0: 2.0550930500030518 (2.3160570008414134) | > loss_gen: 3.1260385513305664 (2.6005689757210866) | > loss_kl: 3.193693161010742 (2.4076708384922574) | > loss_feat: 8.319347381591797 (6.647593430110386) | > loss_mel: 21.499317169189453 (19.734234946114675) | > loss_duration: 2.4105281829833984 (2.314261095864432) | > loss_1: 38.548927307128906 (33.70433044433594)  --> STEP: 8 | > loss_disc: 1.9372788667678833 (2.268709734082222) | > loss_disc_real_0: 0.07790765166282654 (0.07582655176520348) | > loss_disc_real_1: 0.22870759665966034 (0.2410858105868101) | > loss_disc_real_2: 0.20739150047302246 (0.21826165355741978) | > loss_disc_real_3: 0.16058386862277985 (0.262168163433671) | > loss_disc_real_4: 0.12779316306114197 (0.24345039576292038) | > loss_disc_real_5: 0.1979026347398758 (0.25531280040740967) | > loss_0: 1.9372788667678833 (2.268709734082222) | > loss_gen: 3.214869976043701 (2.6773566007614136) | > loss_kl: 2.9051549434661865 (2.4698563516139984) | > loss_feat: 12.981988906860352 (7.439392864704132) | > loss_mel: 22.18026351928711 (20.03998851776123) | > loss_duration: 2.121121883392334 (2.29011869430542) | > loss_1: 43.40339660644531 (34.91671371459961)  --> STEP: 9 | > loss_disc: 2.3548295497894287 (2.278278602494134) | > loss_disc_real_0: 0.07250510156154633 (0.0754575017425749) | > loss_disc_real_1: 0.23318493366241455 (0.24020793537298837) | > loss_disc_real_2: 0.16659218072891235 (0.21252060102091896) | > loss_disc_real_3: 0.22056984901428223 (0.25754612849818337) | > loss_disc_real_4: 0.31001967191696167 (0.2508469820022583) | > loss_disc_real_5: 0.3086068034172058 (0.261234356297387) | > loss_0: 2.3548295497894287 (2.278278602494134) | > loss_gen: 2.736402988433838 (2.6839173105027943) | > loss_kl: 2.758409023284912 (2.501917759577433) | > loss_feat: 10.345451354980469 (7.762288252512614) | > loss_mel: 18.47843360900879 (19.866482416788738) | > loss_duration: 2.1093616485595703 (2.270034578111437) | > loss_1: 36.428062438964844 (35.08464135064019)  --> STEP: 10 | > loss_disc: 2.2138583660125732 (2.271836578845978) | > loss_disc_real_0: 0.14227227866649628 (0.08213897943496704) | > loss_disc_real_1: 0.29896485805511475 (0.246083627641201) | > loss_disc_real_2: 0.2020271271467209 (0.21147125363349914) | > loss_disc_real_3: 0.22806629538536072 (0.2545981451869011) | > loss_disc_real_4: 0.19657427072525024 (0.2454197108745575) | > loss_disc_real_5: 0.19586309790611267 (0.2546972304582596) | > loss_0: 2.2138583660125732 (2.271836578845978) | > loss_gen: 2.8557422161102295 (2.7010998010635374) | > loss_kl: 1.9747153520584106 (2.449197518825531) | > loss_feat: 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(34.81802090731534)  --> STEP: 12 | > loss_disc: 2.1929426193237305 (2.271176924308141) | > loss_disc_real_0: 0.061837900429964066 (0.08041269052773714) | > loss_disc_real_1: 0.18822485208511353 (0.25166840478777885) | > loss_disc_real_2: 0.21356889605522156 (0.2078213319182396) | > loss_disc_real_3: 0.2871364653110504 (0.25721926614642143) | > loss_disc_real_4: 0.23411370813846588 (0.24335992336273193) | > loss_disc_real_5: 0.22822140157222748 (0.24721256146828333) | > loss_0: 2.1929426193237305 (2.271176924308141) | > loss_gen: 2.4541940689086914 (2.67118110259374) | > loss_kl: 2.3061702251434326 (2.4429828226566315) | > loss_feat: 6.942501544952393 (7.666129946708679) | > loss_mel: 21.281518936157227 (19.78834931055705) | > loss_duration: 2.227139472961426 (2.2821687261263532) | > loss_1: 35.21152114868164 (34.85081259409586)  --> STEP: 13 | > loss_disc: 2.299431085586548 (2.273350321329557) | > loss_disc_real_0: 0.15629035234451294 (0.0862494337444122) | > loss_disc_real_1: 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loss_disc_real_4: 0.3070763349533081 (0.24514369134392058) | > loss_disc_real_5: 0.2617185413837433 (0.24401849614722387) | > loss_0: 2.3098464012145996 (2.2759571841784885) | > loss_gen: 2.778362989425659 (2.681987864630563) | > loss_kl: 2.6938393115997314 (2.447466330868857) | > loss_feat: 7.095823287963867 (7.636208398001535) | > loss_mel: 20.3971004486084 (19.776091848100936) | > loss_duration: 2.3420004844665527 (2.2746469974517827) | > loss_1: 35.307125091552734 (34.81640189034598)  --> STEP: 15 | > loss_disc: 2.4980406761169434 (2.290762750307719) | > loss_disc_real_0: 0.16392461955547333 (0.09273501013716062) | > loss_disc_real_1: 0.3537868559360504 (0.25684805611769357) | > loss_disc_real_2: 0.24201388657093048 (0.21822184026241304) | > loss_disc_real_3: 0.22387228906154633 (0.2551948845386505) | > loss_disc_real_4: 0.2776940166950226 (0.24731371303399405) | > loss_disc_real_5: 0.2469552457332611 (0.2442142794529597) | > loss_0: 2.4980406761169434 (2.290762750307719) | > loss_gen: 2.5937931537628174 (2.67610821723938) | > loss_kl: 2.614461898803711 (2.4585993687311807) | > loss_feat: 7.816375255584717 (7.648219521840414) | > loss_mel: 20.20680046081543 (19.804805755615234) | > loss_duration: 2.2725353240966797 (2.274506219228109) | > loss_1: 35.50396728515625 (34.862239583333334)  --> STEP: 16 | > loss_disc: 2.6963844299316406 (2.316114105284214) | > loss_disc_real_0: 0.16194769740104675 (0.0970608030911535) | > loss_disc_real_1: 0.20258422195911407 (0.25345656648278236) | > loss_disc_real_2: 0.2018311470746994 (0.21719742193818092) | > loss_disc_real_3: 0.2791481018066406 (0.2566919606178999) | > loss_disc_real_4: 0.2655881643295288 (0.24845586623996496) | > loss_disc_real_5: 0.2802077531814575 (0.2464638715609908) | > loss_0: 2.6963844299316406 (2.316114105284214) | > loss_gen: 2.1562273502349854 (2.6436156630516052) | > loss_kl: 1.9260693788528442 (2.425316244363785) | > loss_feat: 7.554015159606934 (7.642331749200821) | > loss_mel: 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2.1286771297454834 (2.3188816905021667) | > loss_disc_real_0: 0.08046939224004745 (0.09636212616331047) | > loss_disc_real_1: 0.2183830738067627 (0.25522010193930733) | > loss_disc_real_2: 0.21791645884513855 (0.21873899466461605) | > loss_disc_real_3: 0.20577222108840942 (0.2576500740316179) | > loss_disc_real_4: 0.197398841381073 (0.24560015234682295) | > loss_disc_real_5: 0.21285158395767212 (0.24847225099802017) | > loss_0: 2.1286771297454834 (2.3188816905021667) | > loss_gen: 2.818344831466675 (2.642453948656718) | > loss_kl: 3.0280959606170654 (2.422196004125807) | > loss_feat: 7.8164520263671875 (7.5469000869327125) | > loss_mel: 18.66388702392578 (19.60289849175347) | > loss_duration: 2.212205410003662 (2.280565248595344) | > loss_1: 34.53898239135742 (34.4950139787462)  --> STEP: 19 | > loss_disc: 2.242377281188965 (2.314855142643577) | > loss_disc_real_0: 0.06942016631364822 (0.09494412827648614) | > loss_disc_real_1: 0.2508867383003235 (0.2549920301688345) | > loss_disc_real_2: 0.19511374831199646 (0.21749556064605713) | > loss_disc_real_3: 0.23050670325756073 (0.25622147556982544) | > loss_disc_real_4: 0.17485816776752472 (0.2418768900005441) | > loss_disc_real_5: 0.23337051272392273 (0.24767742266780451) | > loss_0: 2.242377281188965 (2.314855142643577) | > loss_gen: 2.5452473163604736 (2.6373378101148104) | > loss_kl: 1.719187617301941 (2.3851955627140247) | > loss_feat: 9.995867729187012 (7.67579312073557) | > loss_mel: 19.14700698852539 (19.57890420210989) | > loss_duration: 2.277987480163574 (2.2804295765726192) | > loss_1: 35.685298919677734 (34.55766055458471)  --> STEP: 20 | > loss_disc: 1.9268112182617188 (2.295452946424484) | > loss_disc_real_0: 0.025726329535245895 (0.09148323833942414) | > loss_disc_real_1: 0.19247017800807953 (0.2518659375607967) | > loss_disc_real_2: 0.22397419810295105 (0.2178194925189018) | > loss_disc_real_3: 0.2198767066001892 (0.25440423712134363) | > loss_disc_real_4: 0.2063254714012146 (0.24009931907057763) | > loss_disc_real_5: 0.20770263671875 (0.24567868337035179) | > loss_0: 1.9268112182617188 (2.295452946424484) | > loss_gen: 2.955428123474121 (2.653242325782776) | > loss_kl: 2.162848949432373 (2.374078232049942) | > loss_feat: 8.275625228881836 (7.705784726142883) | > loss_mel: 20.228870391845703 (19.61140251159668) | > loss_duration: 2.3040285110473633 (2.2816095232963565) | > loss_1: 35.92679977416992 (34.62611751556397)  --> STEP: 21 | > loss_disc: 2.132310628890991 (2.287684264637175) | > loss_disc_real_0: 0.07336635887622833 (0.09062052979355767) | > loss_disc_real_1: 0.25129228830337524 (0.25183862092949094) | > loss_disc_real_2: 0.23407608270645142 (0.2185936158611661) | > loss_disc_real_3: 0.258490651845932 (0.25459882829870495) | > loss_disc_real_4: 0.21714557707309723 (0.23900628373736427) | > loss_disc_real_5: 0.2087721824645996 (0.24392123094626836) | > loss_0: 2.132310628890991 (2.287684264637175) | > loss_gen: 2.743697166442871 (2.6575496991475425) | > loss_kl: 2.2115182876586914 (2.3663372823170254) | > loss_feat: 6.476737022399902 (7.647258645012265) | > loss_mel: 17.41859245300293 (19.506982984996977) | > loss_duration: 2.1918375492095947 (2.2773346673874633) | > loss_1: 31.042381286621094 (34.455463409423835)  --> STEP: 22 | > loss_disc: 1.97745943069458 (2.2735831358216028) | > loss_disc_real_0: 0.09906904399394989 (0.09100455316630277) | > loss_disc_real_1: 0.21057963371276855 (0.24996321241963992) | > loss_disc_real_2: 0.17965182662010193 (0.21682353453202682) | > loss_disc_real_3: 0.14648498594760895 (0.2496845627372915) | > loss_disc_real_4: 0.15524953603744507 (0.2351991588419134) | > loss_disc_real_5: 0.15793316066265106 (0.24001268229701303) | > loss_0: 1.97745943069458 (2.2735831358216028) | > loss_gen: 2.7272398471832275 (2.6607174331491645) | > loss_kl: 1.7015849351882935 (2.3361212665384468) | > loss_feat: 9.041089057922363 (7.710614572871815) | > loss_mel: 21.2746524810791 (19.587331598455254) | > loss_duration: 2.118403673171997 (2.27011053128676) | > loss_1: 36.862972259521484 (34.56489562988282)  --> STEP: 23 | > loss_disc: 2.514603853225708 (2.284062297447868) | > loss_disc_real_0: 0.06702031940221786 (0.08996176039395125) | > loss_disc_real_1: 0.22114339470863342 (0.2487101768669875) | > loss_disc_real_2: 0.2839661240577698 (0.2197427775548852) | > loss_disc_real_3: 0.29308998584747314 (0.25157175504642987) | > loss_disc_real_4: 0.3127534091472626 (0.23857108276823294) | > loss_disc_real_5: 0.2859845459461212 (0.24201145897740903) | > loss_0: 2.514603853225708 (2.284062297447868) | > loss_gen: 2.309424877166748 (2.6454438437586245) | > loss_kl: 2.2920572757720947 (2.334205440852953) | > loss_feat: 5.216421127319336 (7.602171379586925) | > loss_mel: 19.271821975708008 (19.57361378877059) | > loss_duration: 2.2717480659484863 (2.2701817284459658) | > loss_1: 31.361473083496094 (34.42561638873557)  --> STEP: 24 | > loss_disc: 2.204125165939331 (2.280731583635012) | > loss_disc_real_0: 0.16590535640716553 (0.09312607689450185) | > loss_disc_real_1: 0.23768875002861023 (0.24825095074872175) | > loss_disc_real_2: 0.15843833982944489 (0.21718842598299185) | > loss_disc_real_3: 0.23214849829673767 (0.25076245268185937) | > loss_disc_real_4: 0.12515097856521606 (0.23384524509310722) | > loss_disc_real_5: 0.15920577943325043 (0.23856122232973576) | > loss_0: 2.204125165939331 (2.280731583635012) | > loss_gen: 2.38942551612854 (2.6347764134407043) | > loss_kl: 2.192878246307373 (2.328316807746887) | > loss_feat: 5.948790073394775 (7.5332804918289185) | > loss_mel: 19.139453887939453 (19.555523792902626) | > loss_duration: 2.3910348415374756 (2.275217274824779) | > loss_1: 32.061580657958984 (34.32711489995321)  --> STEP: 25 | > loss_disc: 2.1855721473693848 (2.276925206184387) | > loss_disc_real_0: 0.13182634115219116 (0.09467408746480942) | > loss_disc_real_1: 0.2536400556564331 (0.24846651494503022) | > loss_disc_real_2: 0.2786054313182831 (0.2196451061964035) | > loss_disc_real_3: 0.22000187635421753 (0.2495320296287537) | > loss_disc_real_4: 0.2054446041584015 (0.23270921945571899) | > loss_disc_real_5: 0.2198319137096405 (0.23781204998493194) | > loss_0: 2.1855721473693848 (2.276925206184387) | > loss_gen: 2.8790643215179443 (2.644547929763794) | > loss_kl: 2.2567245960235596 (2.325453119277954) | > loss_feat: 7.248847961425781 (7.521903190612793) | > loss_mel: 15.264792442321777 (19.383894538879392) | > loss_duration: 2.326920509338379 (2.277285404205323) | > loss_1: 29.976348876953125 (34.1530842590332)  --> STEP: 26 | > loss_disc: 2.4797511100769043 (2.2847262024879456) | > loss_disc_real_0: 0.13261017203330994 (0.09613316764052098) | > loss_disc_real_1: 0.22861646115779877 (0.247703051337829) | > loss_disc_real_2: 0.30911707878112793 (0.22308633591120058) | > loss_disc_real_3: 0.3097115159034729 (0.2518466252547044) | > loss_disc_real_4: 0.2756216526031494 (0.23435969765369707) | > loss_disc_real_5: 0.2576899230480194 (0.23857658356428146) | > loss_0: 2.4797511100769043 (2.2847262024879456) | > loss_gen: 2.490111827850342 (2.6386080796902) | > loss_kl: 2.323162078857422 (2.3253650023387027) | > loss_feat: 10.908660888671875 (7.652163102076604) | > loss_mel: 19.76711654663086 (19.398633846869835) | > loss_duration: 2.2846291065216064 (2.277567854294411) | > loss_1: 37.773681640625 (34.292338004479035) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023322013708261344 (-0.0001208598797137919) | > avg_loss_disc: 2.2847262024879456 (+0.05115359563093902) | > avg_loss_disc_real_0: 0.09613316764052098 (+0.0026994369064386042) | > avg_loss_disc_real_1: 0.247703051337829 (+0.06026138537205181) | > avg_loss_disc_real_2: 0.22308633591120058 (+0.037985264395291984) | > avg_loss_disc_real_3: 0.2518466252547044 (+0.039084807611428796) | > avg_loss_disc_real_4: 0.23435969765369707 (+0.05012431884041199) | > avg_loss_disc_real_5: 0.23857658356428146 (+0.03188087963140929) | > avg_loss_0: 2.2847262024879456 (+0.05115359563093902) | > avg_loss_gen: 2.6386080796902 (+0.3545496693024264) | > avg_loss_kl: 2.3253650023387027 (+0.059149182759798524) | > avg_loss_feat: 7.652163102076604 (-0.010637008226834332) | > avg_loss_mel: 19.398633846869835 (-0.06613052808321385) | > avg_loss_duration: 2.277567854294411 (+0.0055271570499138) | > avg_loss_1: 34.292338004479035 (+0.34245784466082796)  > EPOCH: 192/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:22:01)   --> TIME: 2024-06-10 23:22:06 -- STEP: 14/330 -- GLOBAL_STEP: 151375 | > loss_disc: 2.381294012069702 (2.3048232282911028) | > loss_disc_real_0: 0.10896818339824677 (0.11255904021007675) | > loss_disc_real_1: 0.22388489544391632 (0.19279357258762633) | > loss_disc_real_2: 0.1948445737361908 (0.21146700637681143) | > loss_disc_real_3: 0.23830309510231018 (0.21911635462726867) | > loss_disc_real_4: 0.2036585956811905 (0.2197274821145194) | > loss_disc_real_5: 0.23910290002822876 (0.22876991863761628) | > loss_0: 2.381294012069702 (2.3048232282911028) | > grad_norm_0: tensor(17.0693, device='cuda:0') (tensor(9.3054, device='cuda:0')) | > loss_gen: 2.607560873031616 (2.530531576701573) | > loss_kl: 1.7805489301681519 (1.744131258555821) | > loss_feat: 7.281209945678711 (6.975150857652936) | > loss_mel: 19.122669219970703 (19.256300926208496) | > loss_duration: 2.0854835510253906 (2.194483927318028) | > loss_1: 32.877471923828125 (32.70059776306152) | > grad_norm_1: tensor(198.1894, device='cuda:0') (tensor(115.4109, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3418 (0.34081762177603586) | > loader_time: 0.0032 (0.0030435153416224887)  --> TIME: 2024-06-10 23:22:16 -- STEP: 39/330 -- GLOBAL_STEP: 151400 | > loss_disc: 2.2758967876434326 (2.2825626593369703) | > loss_disc_real_0: 0.09907150268554688 (0.10881508199068216) | > loss_disc_real_1: 0.16324061155319214 (0.1944564130061712) | > loss_disc_real_2: 0.2052152007818222 (0.21261341182085183) | > loss_disc_real_3: 0.20737658441066742 (0.22442202270030975) | > loss_disc_real_4: 0.21119946241378784 (0.22045791416596144) | > loss_disc_real_5: 0.2115660160779953 (0.2176804897876886) | > loss_0: 2.2758967876434326 (2.2825626593369703) | > grad_norm_0: tensor(13.0689, device='cuda:0') (tensor(9.6125, device='cuda:0')) | > loss_gen: 2.629178524017334 (2.564097832410763) | > loss_kl: 1.9615404605865479 (1.7844379865206206) | > loss_feat: 8.49955940246582 (7.236514776180952) | > loss_mel: 19.530132293701172 (19.228638869065506) | > loss_duration: 2.0788402557373047 (2.113614601966663) | > loss_1: 34.699249267578125 (32.92730375436637) | > grad_norm_1: tensor(201.6028, device='cuda:0') (tensor(121.2229, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3538 (0.35326870282491046) | > loader_time: 0.0041 (0.0031919601636055187)  --> TIME: 2024-06-10 23:22:25 -- STEP: 64/330 -- GLOBAL_STEP: 151425 | > loss_disc: 2.200352907180786 (2.296898383647203) | > loss_disc_real_0: 0.09994323551654816 (0.11094291449990124) | > loss_disc_real_1: 0.2247852385044098 (0.19942974066361785) | > loss_disc_real_2: 0.16769592463970184 (0.2147229507099837) | > loss_disc_real_3: 0.22436495125293732 (0.22553699067793787) | > loss_disc_real_4: 0.20572899281978607 (0.22017102781683207) | > loss_disc_real_5: 0.18746328353881836 (0.21621740772388875) | > loss_0: 2.200352907180786 (2.296898383647203) | > grad_norm_0: tensor(20.4699, device='cuda:0') (tensor(11.2907, device='cuda:0')) | > loss_gen: 2.525240659713745 (2.554644264280795) | > loss_kl: 1.7870571613311768 (1.7663973793387413) | > loss_feat: 7.36196231842041 (7.301692970097065) | > loss_mel: 19.839290618896484 (19.285821855068207) | > loss_duration: 2.0635828971862793 (2.0852719694376) | > loss_1: 33.57713317871094 (32.99382811784744) | > grad_norm_1: tensor(261.1151, device='cuda:0') (tensor(154.9500, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3743 (0.35898783802986145) | > loader_time: 0.0034 (0.0033478885889053345)  --> TIME: 2024-06-10 23:22:34 -- STEP: 89/330 -- GLOBAL_STEP: 151450 | > loss_disc: 2.2440385818481445 (2.297779131471441) | > loss_disc_real_0: 0.11274711042642593 (0.11157798005288906) | > loss_disc_real_1: 0.18537907302379608 (0.19950721672411714) | > loss_disc_real_2: 0.2489929348230362 (0.215902583485239) | > loss_disc_real_3: 0.20488081872463226 (0.22625348139344975) | > loss_disc_real_4: 0.19329965114593506 (0.2199500598264544) | > loss_disc_real_5: 0.1864781230688095 (0.21527811951851578) | > loss_0: 2.2440385818481445 (2.297779131471441) | > grad_norm_0: tensor(30.4694, device='cuda:0') (tensor(14.5020, device='cuda:0')) | > loss_gen: 2.460480213165283 (2.5647001668308547) | > loss_kl: 1.6397483348846436 (1.756564717614249) | > loss_feat: 7.272134780883789 (7.348273609461409) | > loss_mel: 19.192218780517578 (19.281500162703267) | > loss_duration: 2.04642915725708 (2.0727927296349185) | > loss_1: 32.61101150512695 (33.02383124962282) | > grad_norm_1: tensor(244.5780, device='cuda:0') (tensor(185.9705, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3739 (0.36287930574309973) | > loader_time: 0.0038 (0.003509036610635479)  --> TIME: 2024-06-10 23:22:44 -- STEP: 114/330 -- GLOBAL_STEP: 151475 | > loss_disc: 2.3311479091644287 (2.2788722180483623) | > loss_disc_real_0: 0.08169685304164886 (0.10842252052144001) | > loss_disc_real_1: 0.23987676203250885 (0.1989923949565804) | > loss_disc_real_2: 0.20609208941459656 (0.2151318592460532) | > loss_disc_real_3: 0.19809788465499878 (0.22471080785780623) | > loss_disc_real_4: 0.21257194876670837 (0.21641950936693893) | > loss_disc_real_5: 0.15825214982032776 (0.21298035469494367) | > loss_0: 2.3311479091644287 (2.2788722180483623) | > grad_norm_0: tensor(29.0498, device='cuda:0') (tensor(15.7957, device='cuda:0')) | > loss_gen: 2.7081174850463867 (2.6064970263263625) | > loss_kl: 1.8014085292816162 (1.7622115570202208) | > loss_feat: 8.215726852416992 (7.469059383660032) | > loss_mel: 19.6973876953125 (19.27282388586747) | > loss_duration: 2.060516834259033 (2.0687392343554585) | > loss_1: 34.483158111572266 (33.17933089273018) | > grad_norm_1: tensor(403.1568, device='cuda:0') (tensor(208.0258, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3641 (0.3637255304738096) | > loader_time: 0.0038 (0.0036192944175318666)  --> TIME: 2024-06-10 23:22:53 -- STEP: 139/330 -- GLOBAL_STEP: 151500 | > loss_disc: 2.305940866470337 (2.2828045594606463) | > loss_disc_real_0: 0.08243869245052338 (0.10875323567566254) | > loss_disc_real_1: 0.20127226412296295 (0.19984075855865752) | > loss_disc_real_2: 0.2156813144683838 (0.21551830691399335) | > loss_disc_real_3: 0.2594020664691925 (0.2244607343090524) | > loss_disc_real_4: 0.17357490956783295 (0.21743767638858275) | > loss_disc_real_5: 0.2128014862537384 (0.21377913214319902) | > loss_0: 2.305940866470337 (2.2828045594606463) | > grad_norm_0: tensor(11.1165, device='cuda:0') (tensor(17.7441, device='cuda:0')) | > loss_gen: 2.57766056060791 (2.616498727592632) | > loss_kl: 1.7119585275650024 (1.7622565048204049) | > loss_feat: 7.6802287101745605 (7.4790545058765) | > loss_mel: 19.324478149414062 (19.314972472705428) | > loss_duration: 2.1247057914733887 (2.070285317709121) | > loss_1: 33.41903305053711 (33.2430673640409) | > grad_norm_1: tensor(191.9092, device='cuda:0') (tensor(223.5077, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3685 (0.3641651980310894) | > loader_time: 0.004 (0.0036826322404600723) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_151500.pth  --> TIME: 2024-06-10 23:23:08 -- STEP: 164/330 -- GLOBAL_STEP: 151525 | > loss_disc: 2.261439085006714 (2.27904904470211) | > loss_disc_real_0: 0.09980668127536774 (0.10769615156530607) | > loss_disc_real_1: 0.2300434708595276 (0.19894175885654072) | > loss_disc_real_2: 0.21314075589179993 (0.21494180809070423) | > loss_disc_real_3: 0.21165812015533447 (0.22467420540931748) | > loss_disc_real_4: 0.2124025672674179 (0.21684446385720882) | > loss_disc_real_5: 0.228220596909523 (0.21414644252963183) | > loss_0: 2.261439085006714 (2.27904904470211) | > grad_norm_0: tensor(31.7393, device='cuda:0') (tensor(19.1023, device='cuda:0')) | > loss_gen: 2.726247787475586 (2.628658315030539) | > loss_kl: 1.7555594444274902 (1.7639731045176343) | > loss_feat: 7.031124114990234 (7.54184025671424) | > loss_mel: 18.03240203857422 (19.32023592693049) | > loss_duration: 2.1439013481140137 (2.070973346146142) | > loss_1: 31.68923568725586 (33.32568076761758) | > grad_norm_1: tensor(348.9684, device='cuda:0') (tensor(240.2699, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3708 (0.3664717354425569) | > loader_time: 0.0043 (0.0037730263500678823)  --> TIME: 2024-06-10 23:23:18 -- STEP: 189/330 -- GLOBAL_STEP: 151550 | > loss_disc: 2.22678804397583 (2.282593930209125) | > loss_disc_real_0: 0.1725679636001587 (0.10907445924859198) | > loss_disc_real_1: 0.17982086539268494 (0.19939275054389202) | > loss_disc_real_2: 0.1984000951051712 (0.21474624610451795) | > loss_disc_real_3: 0.19560861587524414 (0.2242521616043868) | > loss_disc_real_4: 0.23379066586494446 (0.21651708780142365) | > loss_disc_real_5: 0.17641815543174744 (0.2137025269093337) | > loss_0: 2.22678804397583 (2.282593930209125) | > grad_norm_0: tensor(51.0499, device='cuda:0') (tensor(21.5533, device='cuda:0')) | > loss_gen: 2.9112558364868164 (2.6252664333928815) | > loss_kl: 1.8157119750976562 (1.7652933988621626) | > loss_feat: 7.112398147583008 (7.5303734294951905) | > loss_mel: 19.276897430419922 (19.279413092073312) | > loss_duration: 2.139237880706787 (2.076488588852858) | > loss_1: 33.25550079345703 (33.276834790668794) | > grad_norm_1: tensor(114.4063, device='cuda:0') (tensor(254.7815, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.3771 (0.3685873248589733) | > loader_time: 0.0048 (0.003876361897382786)  --> TIME: 2024-06-10 23:23:28 -- STEP: 214/330 -- GLOBAL_STEP: 151575 | > loss_disc: 2.2639007568359375 (2.2852235107778394) | > loss_disc_real_0: 0.07399855554103851 (0.11144087165942258) | > loss_disc_real_1: 0.24434314668178558 (0.19983464430704292) | > loss_disc_real_2: 0.2206171452999115 (0.21449790595569343) | > loss_disc_real_3: 0.2548130452632904 (0.2254043577987457) | > loss_disc_real_4: 0.2507076859474182 (0.21677004956753454) | > loss_disc_real_5: 0.24136078357696533 (0.21401035938864557) | > loss_0: 2.2639007568359375 (2.2852235107778394) | > grad_norm_0: tensor(31.1009, device='cuda:0') (tensor(24.0999, device='cuda:0')) | > loss_gen: 2.8683969974517822 (2.6265488528759664) | > loss_kl: 1.7773555517196655 (1.763421252509144) | > loss_feat: 6.611997604370117 (7.538661323975179) | > loss_mel: 17.697818756103516 (19.24077792479613) | > loss_duration: 2.173948287963867 (2.0823333447224637) | > loss_1: 31.1295166015625 (33.25174253232012) | > grad_norm_1: tensor(393.6148, device='cuda:0') (tensor(265.5457, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.4124 (0.37185291709186874) | > loader_time: 0.0053 (0.0040220958050166365)  --> TIME: 2024-06-10 23:23:38 -- STEP: 239/330 -- GLOBAL_STEP: 151600 | > loss_disc: 2.3418445587158203 (2.2858639980459814) | > loss_disc_real_0: 0.11875604838132858 (0.1106920555763913) | > loss_disc_real_1: 0.20205223560333252 (0.19962312705097834) | > loss_disc_real_2: 0.262457937002182 (0.21463316086695283) | > loss_disc_real_3: 0.2201058268547058 (0.22473393050197776) | > loss_disc_real_4: 0.21527954936027527 (0.21739399794754125) | > loss_disc_real_5: 0.2256810963153839 (0.21351954228708434) | > loss_0: 2.3418445587158203 (2.2858639980459814) | > grad_norm_0: tensor(24.9486, device='cuda:0') (tensor(25.2663, device='cuda:0')) | > loss_gen: 2.8931257724761963 (2.6296394220455905) | > loss_kl: 1.72190523147583 (1.759241904673716) | > loss_feat: 7.759172439575195 (7.527474289658678) | > loss_mel: 18.913230895996094 (19.20389501020998) | > loss_duration: 2.116953134536743 (2.089011066129518) | > loss_1: 33.404388427734375 (33.20926154707268) | > grad_norm_1: tensor(498.3484, device='cuda:0') (tensor(279.2750, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.4122 (0.3756564870539071) | > loader_time: 0.0051 (0.0041615773444395225)  --> TIME: 2024-06-10 23:23:49 -- STEP: 264/330 -- GLOBAL_STEP: 151625 | > loss_disc: 2.2735660076141357 (2.290136464617469) | > loss_disc_real_0: 0.09911830723285675 (0.1122346005797612) | > loss_disc_real_1: 0.17910735309123993 (0.19979955041498845) | > loss_disc_real_2: 0.21730278432369232 (0.21496960407856736) | > loss_disc_real_3: 0.20829534530639648 (0.22493813333637785) | > loss_disc_real_4: 0.20135550200939178 (0.21734114566987212) | > loss_disc_real_5: 0.19577838480472565 (0.2137617961023793) | > loss_0: 2.2735660076141357 (2.290136464617469) | > grad_norm_0: tensor(14.3737, device='cuda:0') (tensor(25.0777, device='cuda:0')) | > loss_gen: 2.6162331104278564 (2.6207864320639396) | > loss_kl: 1.7326637506484985 (1.7561552795496853) | > loss_feat: 7.795055866241455 (7.525895806876096) | > loss_mel: 19.837167739868164 (19.187161763509113) | > loss_duration: 2.184274673461914 (2.0950039286505104) | > loss_1: 34.16539764404297 (33.18500310001953) | > grad_norm_1: tensor(228.9830, device='cuda:0') (tensor(280.9012, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.4305 (0.37973904519370105) | > loader_time: 0.0057 (0.0043089814258344275)  --> TIME: 2024-06-10 23:24:00 -- STEP: 289/330 -- GLOBAL_STEP: 151650 | > loss_disc: 2.298398017883301 (2.289604916292078) | > loss_disc_real_0: 0.1743423044681549 (0.11339284932066825) | > loss_disc_real_1: 0.20859317481517792 (0.20061752308404981) | > loss_disc_real_2: 0.18235214054584503 (0.2148828850382339) | > loss_disc_real_3: 0.23283500969409943 (0.22481351255545562) | > loss_disc_real_4: 0.20442621409893036 (0.21742065632425786) | > loss_disc_real_5: 0.19976316392421722 (0.21329610642677352) | > loss_0: 2.298398017883301 (2.289604916292078) | > grad_norm_0: tensor(11.1974, device='cuda:0') (tensor(24.1488, device='cuda:0')) | > loss_gen: 2.4837725162506104 (2.6165313803200894) | > loss_kl: 1.7644319534301758 (1.7540464566240677) | > loss_feat: 7.0357489585876465 (7.523400889135974) | > loss_mel: 18.870019912719727 (19.13837255986091) | > loss_duration: 2.2278122901916504 (2.1031558559015138) | > loss_1: 32.38178634643555 (33.13550700283382) | > grad_norm_1: tensor(108.5154, device='cuda:0') (tensor(274.7621, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.4433 (0.38582421504089986) | > loader_time: 0.0066 (0.004472418227410237)  --> TIME: 2024-06-10 23:24:13 -- STEP: 314/330 -- GLOBAL_STEP: 151675 | > loss_disc: 2.2804877758026123 (2.291921776571091) | > loss_disc_real_0: 0.14391273260116577 (0.11440106503855271) | > loss_disc_real_1: 0.2148124724626541 (0.20085951446253028) | > loss_disc_real_2: 0.2300676852464676 (0.2147751596228332) | > loss_disc_real_3: 0.19923721253871918 (0.22487651471309597) | > loss_disc_real_4: 0.18500185012817383 (0.21788219689943225) | > loss_disc_real_5: 0.19107961654663086 (0.2132241405119561) | > loss_0: 2.2804877758026123 (2.291921776571091) | > grad_norm_0: tensor(6.4864, device='cuda:0') (tensor(23.2628, device='cuda:0')) | > loss_gen: 2.3768956661224365 (2.6086155160976823) | > loss_kl: 1.6966913938522339 (1.7535732012645457) | > loss_feat: 7.717553615570068 (7.5343182572893275) | > loss_mel: 18.783952713012695 (19.09673368247451) | > loss_duration: 2.2976343631744385 (2.114867591933841) | > loss_1: 32.87272644042969 (33.10810812567452) | > grad_norm_1: tensor(65.5172, device='cuda:0') (tensor(265.7333, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.5341 (0.3947634006002146) | > loader_time: 0.0088 (0.004669552396057519)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.355283260345459 (2.355283260345459) | > loss_disc_real_0: 0.16262874007225037 (0.16262874007225037) | > loss_disc_real_1: 0.23330794274806976 (0.23330794274806976) | > loss_disc_real_2: 0.28290101885795593 (0.28290101885795593) | > loss_disc_real_3: 0.2234930545091629 (0.2234930545091629) | > loss_disc_real_4: 0.21691706776618958 (0.21691706776618958) | > loss_disc_real_5: 0.19328930974006653 (0.19328930974006653) | > loss_0: 2.355283260345459 (2.355283260345459) | > loss_gen: 2.4929232597351074 (2.4929232597351074) | > loss_kl: 1.7845044136047363 (1.7845044136047363) | > loss_feat: 5.339096546173096 (5.339096546173096) | > loss_mel: 15.013285636901855 (15.013285636901855) | > loss_duration: 2.8698980808258057 (2.8698980808258057) | > loss_1: 27.49970817565918 (27.49970817565918)  --> STEP: 1 | > loss_disc: 2.206787109375 (2.206787109375) | > loss_disc_real_0: 0.15372127294540405 (0.15372127294540405) | > loss_disc_real_1: 0.1344469040632248 (0.1344469040632248) | > loss_disc_real_2: 0.1952013224363327 (0.1952013224363327) | > loss_disc_real_3: 0.2694666385650635 (0.2694666385650635) | > loss_disc_real_4: 0.18919645249843597 (0.18919645249843597) | > loss_disc_real_5: 0.2891140878200531 (0.2891140878200531) | > loss_0: 2.206787109375 (2.206787109375) | > loss_gen: 2.6031486988067627 (2.6031486988067627) | > loss_kl: 1.1464840173721313 (1.1464840173721313) | > loss_feat: 7.497191429138184 (7.497191429138184) | > loss_mel: 21.349328994750977 (21.349328994750977) | > loss_duration: 2.3880059719085693 (2.3880059719085693) | > loss_1: 34.98415756225586 (34.98415756225586)  --> STEP: 2 | > loss_disc: 2.3687262535095215 (2.2877566814422607) | > loss_disc_real_0: 0.1046612411737442 (0.12919125705957413) | > loss_disc_real_1: 0.16981194913387299 (0.1521294265985489) | > loss_disc_real_2: 0.2707008421421051 (0.2329510822892189) | > loss_disc_real_3: 0.23882029950618744 (0.25414346903562546) | > loss_disc_real_4: 0.23241011798381805 (0.21080328524112701) | > loss_disc_real_5: 0.21939359605312347 (0.2542538419365883) | > loss_0: 2.3687262535095215 (2.2877566814422607) | > loss_gen: 2.3700809478759766 (2.4866148233413696) | > loss_kl: 1.391109824180603 (1.2687969207763672) | > loss_feat: 5.336767673492432 (6.416979551315308) | > loss_mel: 18.700326919555664 (20.02482795715332) | > loss_duration: 2.406236171722412 (2.3971210718154907) | > loss_1: 30.20452117919922 (32.59433937072754)  --> STEP: 3 | > loss_disc: 2.0249111652374268 (2.200141509373983) | > loss_disc_real_0: 0.11057773977518082 (0.1229867512981097) | > loss_disc_real_1: 0.09260239452123642 (0.13228708257277808) | > loss_disc_real_2: 0.19207894802093506 (0.2193270375331243) | > loss_disc_real_3: 0.16780635714530945 (0.22536443173885345) | > loss_disc_real_4: 0.250617653131485 (0.22407474120457968) | > loss_disc_real_5: 0.27390435338020325 (0.2608040124177933) | > loss_0: 2.0249111652374268 (2.200141509373983) | > loss_gen: 2.7269585132598877 (2.5667293866475425) | > loss_kl: 2.2197749614715576 (1.5857896010080974) | > loss_feat: 8.382884979248047 (7.072281360626221) | > loss_mel: 20.7242488861084 (20.257968266805012) | > loss_duration: 2.2238073348999023 (2.3393498261769614) | > loss_1: 36.27767562866211 (33.8221181233724)  --> STEP: 4 | > loss_disc: 2.0729360580444336 (2.1683401465415955) | > loss_disc_real_0: 0.08828189969062805 (0.11431053839623928) | > loss_disc_real_1: 0.1343000829219818 (0.132790332660079) | > loss_disc_real_2: 0.2509012520313263 (0.2272205911576748) | > loss_disc_real_3: 0.23411589860916138 (0.22755229845643044) | > loss_disc_real_4: 0.1654656082391739 (0.20942245796322823) | > loss_disc_real_5: 0.21792848408222198 (0.25008513033390045) | > loss_0: 2.0729360580444336 (2.1683401465415955) | > loss_gen: 2.748126268386841 (2.612078607082367) | > loss_kl: 2.7506487369537354 (1.8770043849945068) | > loss_feat: 10.957181930541992 (8.043506503105164) | > loss_mel: 20.57040786743164 (20.33607816696167) | > loss_duration: 2.206630229949951 (2.3061699271202087) | > loss_1: 39.232994079589844 (35.17483711242676)  --> STEP: 5 | > loss_disc: 2.4982142448425293 (2.234314966201782) | > loss_disc_real_0: 0.14961090683937073 (0.12137061208486558) | > loss_disc_real_1: 0.27683207392692566 (0.16159868091344834) | > loss_disc_real_2: 0.26757025718688965 (0.23529052436351777) | > loss_disc_real_3: 0.2536631226539612 (0.2327744632959366) | > loss_disc_real_4: 0.26618608832359314 (0.22077518403530122) | > loss_disc_real_5: 0.2852191627025604 (0.25711193680763245) | > loss_0: 2.4982142448425293 (2.234314966201782) | > loss_gen: 2.4070730209350586 (2.571077489852905) | > loss_kl: 1.6800345182418823 (1.837610411643982) | > loss_feat: 5.0063557624816895 (7.436076354980469) | > loss_mel: 19.528451919555664 (20.17455291748047) | > loss_duration: 2.35459041595459 (2.315854024887085) | > loss_1: 30.976505279541016 (34.33517074584961)  --> STEP: 6 | > loss_disc: 2.49538254737854 (2.2778262297312417) | > loss_disc_real_0: 0.12698855996131897 (0.12230693673094113) | > loss_disc_real_1: 0.22431010007858276 (0.1720505841076374) | > loss_disc_real_2: 0.32864540815353394 (0.2508496716618538) | > loss_disc_real_3: 0.22988583147525787 (0.2322930246591568) | > loss_disc_real_4: 0.257910817861557 (0.22696445633967718) | > loss_disc_real_5: 0.2568604350090027 (0.25707001984119415) | > loss_0: 2.49538254737854 (2.2778262297312417) | > loss_gen: 2.5207457542419434 (2.562688867251078) | > loss_kl: 2.0056312084198 (1.865613877773285) | > loss_feat: 6.598680019378662 (7.296510299046834) | > loss_mel: 19.655227661132812 (20.08799870808919) | > loss_duration: 2.135737419128418 (2.2858345905939736) | > loss_1: 32.91602325439453 (34.09864616394043)  --> STEP: 7 | > loss_disc: 2.5801403522491455 (2.321013961519514) | > loss_disc_real_0: 0.184408038854599 (0.13117852274860656) | > loss_disc_real_1: 0.3190491497516632 (0.1930503791996411) | > loss_disc_real_2: 0.2543245553970337 (0.25134608362402233) | > loss_disc_real_3: 0.25434914231300354 (0.23544389860970633) | > loss_disc_real_4: 0.25543081760406494 (0.23103107937744685) | > loss_disc_real_5: 0.2975418269634247 (0.2628517065729414) | > loss_0: 2.5801403522491455 (2.321013961519514) | > loss_gen: 2.5055317878723145 (2.5545235701969693) | > loss_kl: 3.5314505100250244 (2.1035905395235335) | > loss_feat: 5.2998223304748535 (7.011269160679409) | > loss_mel: 19.31298065185547 (19.977281842912948) | > loss_duration: 2.393829107284546 (2.301262378692627) | > loss_1: 33.04361343383789 (33.94792720249721)  --> STEP: 8 | > loss_disc: 2.272815227508545 (2.3149891197681427) | > loss_disc_real_0: 0.10548089444637299 (0.12796631921082735) | > loss_disc_real_1: 0.1860690861940384 (0.19217771757394075) | > loss_disc_real_2: 0.2781425416469574 (0.25469564087688923) | > loss_disc_real_3: 0.26909685134887695 (0.23965051770210266) | > loss_disc_real_4: 0.2596933841705322 (0.23461386747658253) | > loss_disc_real_5: 0.24926042556762695 (0.26115279644727707) | > loss_0: 2.272815227508545 (2.3149891197681427) | > loss_gen: 2.8288938999176025 (2.5888198614120483) | > loss_kl: 2.168558359146118 (2.1117115169763565) | > loss_feat: 8.685612678527832 (7.220562100410461) | > loss_mel: 20.821786880493164 (20.082844972610474) | > loss_duration: 2.2235398292541504 (2.2915470600128174) | > loss_1: 36.7283935546875 (34.295485496520996)  --> STEP: 9 | > loss_disc: 2.4120540618896484 (2.3257741133371987) | > loss_disc_real_0: 0.12459471821784973 (0.1275916968782743) | > loss_disc_real_1: 0.1287066489458084 (0.18512537661525938) | > loss_disc_real_2: 0.2691768407821655 (0.25630466308858657) | > loss_disc_real_3: 0.24750538170337677 (0.2405232803689109) | > loss_disc_real_4: 0.31318411231040955 (0.2433438946803411) | > loss_disc_real_5: 0.3196604549884796 (0.2676536473962996) | > loss_0: 2.4120540618896484 (2.3257741133371987) | > loss_gen: 2.8222928047180176 (2.614761299557156) | > loss_kl: 2.226919651031494 (2.1245124207602606) | > loss_feat: 10.443319320678711 (7.578646235995823) | > loss_mel: 20.87560272216797 (20.170929167005752) | > loss_duration: 2.089353561401367 (2.2690811157226562) | > loss_1: 38.457489013671875 (34.75793033175998)  --> STEP: 10 | > loss_disc: 2.5809881687164307 (2.351295518875122) | > loss_disc_real_0: 0.13934805989265442 (0.12876733317971228) | > loss_disc_real_1: 0.21689970791339874 (0.18830280974507332) | > loss_disc_real_2: 0.29387056827545166 (0.2600612536072731) | > loss_disc_real_3: 0.2387671172618866 (0.24034766405820845) | > loss_disc_real_4: 0.26490166783332825 (0.2454996719956398) | > loss_disc_real_5: 0.29307302832603455 (0.2701955854892731) | > loss_0: 2.5809881687164307 (2.351295518875122) | > loss_gen: 2.374037742614746 (2.590688943862915) | > loss_kl: 1.9075392484664917 (2.102815103530884) | > loss_feat: 5.372713088989258 (7.358052921295166) | > loss_mel: 16.680721282958984 (19.821908378601073) | > loss_duration: 2.2583556175231934 (2.26800856590271) | > loss_1: 28.593366622924805 (34.14147396087647)  --> STEP: 11 | > loss_disc: 2.7695367336273193 (2.389317447488958) | > loss_disc_real_0: 0.09715934842824936 (0.1258938800204884) | > loss_disc_real_1: 0.1515459567308426 (0.18496127765287051) | > loss_disc_real_2: 0.2811613380908966 (0.2619794431057843) | > loss_disc_real_3: 0.2767195701599121 (0.24365420097654517) | > loss_disc_real_4: 0.274332731962204 (0.24812085926532745) | > loss_disc_real_5: 0.28824955224990845 (0.2718368551947854) | > loss_0: 2.7695367336273193 (2.389317447488958) | > loss_gen: 1.8927255868911743 (2.527237729592757) | > loss_kl: 2.134752035140991 (2.1057184609499844) | > loss_feat: 6.557806491851807 (7.285303245891225) | > loss_mel: 18.697975158691406 (19.71973263133656) | > loss_duration: 2.350569725036621 (2.2755141258239746) | > loss_1: 31.633827209472656 (33.91350607438521)  --> STEP: 12 | > loss_disc: 2.2591757774353027 (2.37847230831782) | > loss_disc_real_0: 0.10834527760744095 (0.12443149648606777) | > loss_disc_real_1: 0.18037796020507812 (0.18457933453222117) | > loss_disc_real_2: 0.21418580412864685 (0.2579966398576895) | > loss_disc_real_3: 0.23653225600719452 (0.24306070556243262) | > loss_disc_real_4: 0.19744843244552612 (0.243898157030344) | > loss_disc_real_5: 0.18099816143512726 (0.2642669640481472) | > loss_0: 2.2591757774353027 (2.37847230831782) | > loss_gen: 2.274683713912964 (2.5061915616194406) | > loss_kl: 2.11018705368042 (2.1060908436775208) | > loss_feat: 7.260986328125 (7.2832768360773725) | > loss_mel: 19.470104217529297 (19.698930263519287) | > loss_duration: 2.2143654823303223 (2.270418405532837) | > loss_1: 33.330326080322266 (33.86490774154663)  --> STEP: 13 | > loss_disc: 2.5555777549743652 (2.3920958042144775) | > loss_disc_real_0: 0.11660423874855042 (0.12382939973702797) | > loss_disc_real_1: 0.2021046280860901 (0.1859274340363649) | > loss_disc_real_2: 0.3251236379146576 (0.2631602550928409) | > loss_disc_real_3: 0.23698851466178894 (0.24259361395469078) | > loss_disc_real_4: 0.23744358122348785 (0.2434016511990474) | > loss_disc_real_5: 0.25476035475730896 (0.26353568641039044) | > loss_0: 2.5555777549743652 (2.3920958042144775) | > loss_gen: 2.2163593769073486 (2.483896778180049) | > loss_kl: 2.281869888305664 (2.1196123086489163) | > loss_feat: 4.989612579345703 (7.10684112402109) | > loss_mel: 17.027406692504883 (19.493428450364334) | > loss_duration: 2.149871826171875 (2.26114559173584) | > loss_1: 28.66512107849121 (33.464924152080826)  --> STEP: 14 | > loss_disc: 2.1321520805358887 (2.373528395380293) | > loss_disc_real_0: 0.09813772141933441 (0.12199427985719272) | > loss_disc_real_1: 0.14867375791072845 (0.18326645717024803) | > loss_disc_real_2: 0.18546058237552643 (0.2576102784701756) | > loss_disc_real_3: 0.24510560929775238 (0.2427730421934809) | > loss_disc_real_4: 0.21280699968338013 (0.2412163189479283) | > loss_disc_real_5: 0.22049131989479065 (0.2604610888021333) | > loss_0: 2.1321520805358887 (2.373528395380293) | > loss_gen: 2.6360878944396973 (2.494767572198595) | > loss_kl: 2.975700616836548 (2.1807614735194614) | > loss_feat: 7.096274375915527 (7.106086356299264) | > loss_mel: 21.357168197631836 (19.626552718026296) | > loss_duration: 2.380866527557373 (2.2696970871516635) | > loss_1: 36.44609832763672 (33.677865164620535)  --> STEP: 15 | > loss_disc: 2.4044065475463867 (2.3755869388580324) | > loss_disc_real_0: 0.12085743993520737 (0.12191849052906037) | > loss_disc_real_1: 0.1986970454454422 (0.18429516305526097) | > loss_disc_real_2: 0.2773136496543884 (0.25892383654912315) | > loss_disc_real_3: 0.3128501772880554 (0.24744485119978588) | > loss_disc_real_4: 0.2572379410266876 (0.24228442708651224) | > loss_disc_real_5: 0.3436521887779236 (0.26600716213385267) | > loss_0: 2.4044065475463867 (2.3755869388580324) | > loss_gen: 2.756891965866089 (2.5122425317764283) | > loss_kl: 2.336840867996216 (2.1911667664845784) | > loss_feat: 9.995118141174316 (7.298688475290934) | > loss_mel: 20.88153648376465 (19.710218302408855) | > loss_duration: 2.268831729888916 (2.2696393966674804) | > loss_1: 38.239219665527344 (33.981955464680986)  --> STEP: 16 | > loss_disc: 2.5924646854400635 (2.389141798019409) | > loss_disc_real_0: 0.09591954201459885 (0.12029355624690652) | > loss_disc_real_1: 0.16199232637882233 (0.18290123576298356) | > loss_disc_real_2: 0.32118362188339233 (0.26281507313251495) | > loss_disc_real_3: 0.2658427059650421 (0.24859471712261438) | > loss_disc_real_4: 0.25142112374305725 (0.2428554706275463) | > loss_disc_real_5: 0.25945159792900085 (0.2655974393710494) | > loss_0: 2.5924646854400635 (2.389141798019409) | > loss_gen: 2.4831035137176514 (2.5104213431477547) | > loss_kl: 1.685250997543335 (2.1595470309257507) | > loss_feat: 7.996400833129883 (7.3422954976558685) | > loss_mel: 20.1492862701416 (19.73766005039215) | > loss_duration: 2.3336739540100098 (2.2736415565013885) | > loss_1: 34.6477165222168 (34.02356553077698)  --> STEP: 17 | > loss_disc: 1.9980084896087646 (2.366133956348195) | > loss_disc_real_0: 0.1048145517706871 (0.11938302657183479) | > loss_disc_real_1: 0.18209439516067505 (0.18285377455108306) | > loss_disc_real_2: 0.26516908407211304 (0.262953544364256) | > loss_disc_real_3: 0.24747928977012634 (0.2485291037489386) | > loss_disc_real_4: 0.24443084001541138 (0.2429481394150678) | > loss_disc_real_5: 0.1838240772485733 (0.260787241599139) | > loss_0: 1.9980084896087646 (2.366133956348195) | > loss_gen: 3.10721492767334 (2.545526848119848) | > loss_kl: 1.9267443418502808 (2.1458527550977817) | > loss_feat: 8.141725540161133 (7.389320794273825) | > loss_mel: 19.30967140197754 (19.712484247544232) | > loss_duration: 2.3590540885925293 (2.278665823094985) | > loss_1: 34.84440994262695 (34.07185049617992)  --> STEP: 18 | > loss_disc: 2.172194004058838 (2.355359514554342) | > loss_disc_real_0: 0.13428111374378204 (0.12021069808138742) | > loss_disc_real_1: 0.11789002269506454 (0.1792446772257487) | > loss_disc_real_2: 0.24176225066184998 (0.2617762502696779) | > loss_disc_real_3: 0.20759879052639008 (0.24625519745879704) | > loss_disc_real_4: 0.2761305272579193 (0.24479160540633732) | > loss_disc_real_5: 0.25172749161720276 (0.2602839221556981) | > loss_0: 2.172194004058838 (2.355359514554342) | > loss_gen: 2.616546869277954 (2.549472404850854) | > loss_kl: 2.3899126052856445 (2.1594116356637745) | > loss_feat: 8.989716529846191 (7.47823166847229) | > loss_mel: 22.627471923828125 (19.874428007337784) | > loss_duration: 2.1631321907043457 (2.2722472879621716) | > loss_1: 38.786781311035156 (34.33379109700521)  --> STEP: 19 | > loss_disc: 2.4759645462036133 (2.36170714779904) | > loss_disc_real_0: 0.16440775990486145 (0.12253685922999132) | > loss_disc_real_1: 0.16106565296649933 (0.1782878864752619) | > loss_disc_real_2: 0.319633424282074 (0.26482136469138295) | > loss_disc_real_3: 0.22183330357074738 (0.2449698346225839) | > loss_disc_real_4: 0.2884446978569031 (0.24708913658794604) | > loss_disc_real_5: 0.3039386570453644 (0.26258153978147003) | > loss_0: 2.4759645462036133 (2.36170714779904) | > loss_gen: 2.48049259185791 (2.545841888377541) | > loss_kl: 1.6450949907302856 (2.1323423385620117) | > loss_feat: 6.930142879486084 (7.449384890104595) | > loss_mel: 20.06672477722168 (19.884548889963252) | > loss_duration: 2.3003761768341064 (2.2737277557975366) | > loss_1: 33.42283248901367 (34.28584590711092)  --> STEP: 20 | > loss_disc: 2.0598063468933105 (2.346612107753754) | > loss_disc_real_0: 0.0965779572725296 (0.12123891413211822) | > loss_disc_real_1: 0.1811985820531845 (0.178433421254158) | > loss_disc_real_2: 0.2091461569070816 (0.2620376043021679) | > loss_disc_real_3: 0.18700933456420898 (0.24207180961966515) | > loss_disc_real_4: 0.17623931169509888 (0.24354664534330367) | > loss_disc_real_5: 0.23836690187454224 (0.26137080788612366) | > loss_0: 2.0598063468933105 (2.346612107753754) | > loss_gen: 2.6065664291381836 (2.5488781154155733) | > loss_kl: 1.7991565465927124 (2.1156830489635468) | > loss_feat: 7.094052314758301 (7.43161826133728) | > loss_mel: 17.064119338989258 (19.743527412414554) | > loss_duration: 2.2931244373321533 (2.2746975898742674) | > loss_1: 30.85702133178711 (34.11440467834473)  --> STEP: 21 | > loss_disc: 2.063692331314087 (2.333139737447103) | > loss_disc_real_0: 0.0791974663734436 (0.1192369404293242) | > loss_disc_real_1: 0.18082469701766968 (0.17854729152861096) | > loss_disc_real_2: 0.18464158475399017 (0.25835207956177847) | > loss_disc_real_3: 0.19653473794460297 (0.2399033776351384) | > loss_disc_real_4: 0.2371363341808319 (0.24324139243080503) | > loss_disc_real_5: 0.1864214986562729 (0.2578017931608927) | > loss_0: 2.063692331314087 (2.333139737447103) | > loss_gen: 2.5758907794952393 (2.5501644327527) | > loss_kl: 1.6293584108352661 (2.0925247328622) | > loss_feat: 7.211991786956787 (7.421159857795352) | > loss_mel: 20.076141357421875 (19.759366171700616) | > loss_duration: 2.121192693710327 (2.2673878329140797) | > loss_1: 33.61457443237305 (34.09060323806036)  --> STEP: 22 | > loss_disc: 2.0749974250793457 (2.3214059959758413) | > loss_disc_real_0: 0.07321643829345703 (0.11714509942314842) | > loss_disc_real_1: 0.12972357869148254 (0.17632803185419602) | > loss_disc_real_2: 0.2096286565065384 (0.256137378513813) | > loss_disc_real_3: 0.15486745536327362 (0.2360381084409627) | > loss_disc_real_4: 0.28607791662216187 (0.2451885071667758) | > loss_disc_real_5: 0.30981236696243286 (0.2601659101518718) | > loss_0: 2.0749974250793457 (2.3214059959758413) | > loss_gen: 2.693284273147583 (2.5566698800433767) | > loss_kl: 1.638641595840454 (2.071893681179393) | > loss_feat: 7.789299964904785 (7.437893499027599) | > loss_mel: 20.509418487548828 (19.793459458784625) | > loss_duration: 2.1600213050842285 (2.262507536194541) | > loss_1: 34.79066467285156 (34.122424212369054)  --> STEP: 23 | > loss_disc: 2.3080532550811768 (2.3208254420238994) | > loss_disc_real_0: 0.08551135659217834 (0.11576971930006276) | > loss_disc_real_1: 0.18339890241622925 (0.17663546100906705) | > loss_disc_real_2: 0.3151872754096985 (0.25870476533537323) | > loss_disc_real_3: 0.2037702351808548 (0.23463515742965366) | > loss_disc_real_4: 0.21005114912986755 (0.24366079594777978) | > loss_disc_real_5: 0.20129504799842834 (0.25760630744954816) | > loss_0: 2.3080532550811768 (2.3208254420238994) | > loss_gen: 2.2766523361206055 (2.5444952042206475) | > loss_kl: 2.099716901779175 (2.073103386422862) | > loss_feat: 7.718560218811035 (7.450096399887748) | > loss_mel: 18.279590606689453 (19.72763907391092) | > loss_duration: 2.2283570766448975 (2.261022733605426) | > loss_1: 32.602874755859375 (34.05635684469472)  --> STEP: 24 | > loss_disc: 2.4861063957214355 (2.3277121484279633) | > loss_disc_real_0: 0.09627565741539001 (0.11495746672153473) | > loss_disc_real_1: 0.2533017694950104 (0.17982989052931467) | > loss_disc_real_2: 0.3048638701438904 (0.2606280613690614) | > loss_disc_real_3: 0.19437064230442047 (0.23295746929943562) | > loss_disc_real_4: 0.2493555098772049 (0.24389807569483915) | > loss_disc_real_5: 0.24512042105197906 (0.25708606218298274) | > loss_0: 2.4861063957214355 (2.3277121484279633) | > loss_gen: 2.1879873275756836 (2.5296407093604407) | > loss_kl: 2.080298900604248 (2.073403199513753) | > loss_feat: 6.0815911293029785 (7.393075346946716) | > loss_mel: 16.391965866088867 (19.588652690251667) | > loss_duration: 2.425891637802124 (2.2678922712802883) | > loss_1: 29.167736053466797 (33.85266431172689)  --> STEP: 25 | > loss_disc: 2.429226875305176 (2.331772737503052) | > loss_disc_real_0: 0.26498833298683167 (0.12095870137214661) | > loss_disc_real_1: 0.16511867940425873 (0.17924144208431245) | > loss_disc_real_2: 0.30841657519340515 (0.2625396019220351) | > loss_disc_real_3: 0.24544987082481384 (0.23345716536045075) | > loss_disc_real_4: 0.2656588852405548 (0.24476850807666778) | > loss_disc_real_5: 0.2141241580247879 (0.255367586016655) | > loss_0: 2.429226875305176 (2.331772737503052) | > loss_gen: 2.645557403564453 (2.534277377128601) | > loss_kl: 2.019861936569214 (2.0712615489959716) | > loss_feat: 7.613045692443848 (7.401874160766601) | > loss_mel: 17.86955451965332 (19.519888763427733) | > loss_duration: 2.33962345123291 (2.270761518478393) | > loss_1: 32.48764419555664 (33.79806350708008)  --> STEP: 26 | > loss_disc: 2.625905990600586 (2.34308555492988) | > loss_disc_real_0: 0.25280386209487915 (0.12602966909225172) | > loss_disc_real_1: 0.20408043265342712 (0.18019678787543222) | > loss_disc_real_2: 0.21659982204437256 (0.2607726873113558) | > loss_disc_real_3: 0.2299792766571045 (0.23332340041032204) | > loss_disc_real_4: 0.258616179227829 (0.2453011108132509) | > loss_disc_real_5: 0.17776989936828613 (0.25238305960710233) | > loss_0: 2.625905990600586 (2.34308555492988) | > loss_gen: 2.3460395336151123 (2.5270374600703898) | > loss_kl: 1.5781471729278564 (2.0522956114548903) | > loss_feat: 12.983160018920898 (7.616539001464844) | > loss_mel: 22.66742706298828 (19.64094792879545) | > loss_duration: 2.2904245853424072 (2.271517790280855) | > loss_1: 41.865196228027344 (34.10833784250113) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024801309292133036 (+0.00014792955838716917) | > avg_loss_disc: 2.34308555492988 (+0.058359352441934575) | > avg_loss_disc_real_0: 0.12602966909225172 (+0.029896501451730742) | > avg_loss_disc_real_1: 0.18019678787543222 (-0.06750626346239677) | > avg_loss_disc_real_2: 0.2607726873113558 (+0.037686351400155194) | > avg_loss_disc_real_3: 0.23332340041032204 (-0.018523224844382374) | > avg_loss_disc_real_4: 0.2453011108132509 (+0.010941413159553826) | > avg_loss_disc_real_5: 0.25238305960710233 (+0.01380647604282087) | > avg_loss_0: 2.34308555492988 (+0.058359352441934575) | > avg_loss_gen: 2.5270374600703898 (-0.11157061961981007) | > avg_loss_kl: 2.0522956114548903 (-0.27306939088381244) | > avg_loss_feat: 7.616539001464844 (-0.035624100611760134) | > avg_loss_mel: 19.64094792879545 (+0.24231408192561332) | > avg_loss_duration: 2.271517790280855 (-0.0060500640135559) | > avg_loss_1: 34.10833784250113 (-0.18400016197790592)  > EPOCH: 193/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:24:41)   --> TIME: 2024-06-10 23:24:46 -- STEP: 9/330 -- GLOBAL_STEP: 151700 | > loss_disc: 2.451601266860962 (2.3367570771111383) | > loss_disc_real_0: 0.07532826066017151 (0.10968539284335242) | > loss_disc_real_1: 0.2219008356332779 (0.19386928114626142) | > loss_disc_real_2: 0.23131421208381653 (0.21637986765967476) | > loss_disc_real_3: 0.25534164905548096 (0.2289328012201521) | > loss_disc_real_4: 0.2631612718105316 (0.22613021896945107) | > loss_disc_real_5: 0.25354549288749695 (0.23005908727645874) | > loss_0: 2.451601266860962 (2.3367570771111383) | > grad_norm_0: tensor(7.1330, device='cuda:0') (tensor(6.4984, device='cuda:0')) | > loss_gen: 2.6072428226470947 (2.5191157393985324) | > loss_kl: 1.7597709894180298 (1.7017399072647095) | > loss_feat: 6.318080425262451 (6.909554216596815) | > loss_mel: 19.504709243774414 (19.907481299506294) | > loss_duration: 2.1655282974243164 (2.253533548778958) | > loss_1: 32.35533142089844 (33.29142422146268) | > grad_norm_1: tensor(90.7470, device='cuda:0') (tensor(80.5275, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3466 (0.3429245683881972) | > loader_time: 0.0029 (0.003006352318657769)  --> TIME: 2024-06-10 23:24:55 -- STEP: 34/330 -- GLOBAL_STEP: 151725 | > loss_disc: 2.298776626586914 (2.2683761610704307) | > loss_disc_real_0: 0.13363373279571533 (0.11000533204744845) | > loss_disc_real_1: 0.24305860698223114 (0.19768417232176838) | > loss_disc_real_2: 0.18617628514766693 (0.20983360400971243) | > loss_disc_real_3: 0.25161874294281006 (0.22064684725859585) | > loss_disc_real_4: 0.22090119123458862 (0.21651063202058568) | > loss_disc_real_5: 0.22231049835681915 (0.21131642995511785) | > loss_0: 2.298776626586914 (2.2683761610704307) | > grad_norm_0: tensor(5.8292, device='cuda:0') (tensor(8.6433, device='cuda:0')) | > loss_gen: 2.6282477378845215 (2.558508844936595) | > loss_kl: 2.035642623901367 (1.7244231034727657) | > loss_feat: 7.335537910461426 (7.185889552621281) | > loss_mel: 18.980712890625 (19.391547988442813) | > loss_duration: 2.096658706665039 (2.1240676431094894) | > loss_1: 33.07680130004883 (32.98443687663359) | > grad_norm_1: tensor(185.8954, device='cuda:0') (tensor(109.8427, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3569 (0.3499254689497106) | > loader_time: 0.0032 (0.0032518681357888613)  --> TIME: 2024-06-10 23:25:04 -- STEP: 59/330 -- GLOBAL_STEP: 151750 | > loss_disc: 2.2555665969848633 (2.2864512669838075) | > loss_disc_real_0: 0.09189866483211517 (0.11413741174895885) | > loss_disc_real_1: 0.18532641232013702 (0.1981378758357743) | > loss_disc_real_2: 0.21976402401924133 (0.2121877703121153) | > loss_disc_real_3: 0.20649920403957367 (0.22384474565417078) | > loss_disc_real_4: 0.21679604053497314 (0.21965970301021964) | > loss_disc_real_5: 0.2120620459318161 (0.21168962474596703) | > loss_0: 2.2555665969848633 (2.2864512669838075) | > grad_norm_0: tensor(6.2360, device='cuda:0') (tensor(9.9789, device='cuda:0')) | > loss_gen: 2.5693864822387695 (2.5535535125409146) | > loss_kl: 1.8311799764633179 (1.7335818581661935) | > loss_feat: 7.540960788726807 (7.278658284979351) | > loss_mel: 18.977214813232422 (19.339751583034715) | > loss_duration: 2.01997447013855 (2.0879875158859518) | > loss_1: 32.938716888427734 (32.99353256872145) | > grad_norm_1: tensor(240.4022, device='cuda:0') (tensor(108.7447, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3562 (0.35255807537143513) | > loader_time: 0.0034 (0.0034245717323432533)  --> TIME: 2024-06-10 23:25:13 -- STEP: 84/330 -- GLOBAL_STEP: 151775 | > loss_disc: 2.120716094970703 (2.2877182194164827) | > loss_disc_real_0: 0.10896635055541992 (0.11701594115722747) | > loss_disc_real_1: 0.1933155357837677 (0.1993359634209247) | > loss_disc_real_2: 0.20350299775600433 (0.21480357079278856) | > loss_disc_real_3: 0.22844310104846954 (0.22250189472522056) | > loss_disc_real_4: 0.20672088861465454 (0.21746414420860155) | > loss_disc_real_5: 0.18310335278511047 (0.21038978245286716) | > loss_0: 2.120716094970703 (2.2877182194164827) | > grad_norm_0: tensor(13.1371, device='cuda:0') (tensor(10.6927, device='cuda:0')) | > loss_gen: 2.9193506240844727 (2.5646227427891324) | > loss_kl: 1.713446021080017 (1.7448145732993172) | > loss_feat: 8.910517692565918 (7.394201783906846) | > loss_mel: 19.535850524902344 (19.38250884555636) | > loss_duration: 2.1156253814697266 (2.0731290976206473) | > loss_1: 35.194786071777344 (33.15927678062803) | > grad_norm_1: tensor(107.4073, device='cuda:0') (tensor(123.8927, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3438 (0.353975514570872) | > loader_time: 0.0037 (0.0035234547796703522)  --> TIME: 2024-06-10 23:25:22 -- STEP: 109/330 -- GLOBAL_STEP: 151800 | > loss_disc: 2.3349692821502686 (2.2890675505366898) | > loss_disc_real_0: 0.13144470751285553 (0.1172581955517104) | > loss_disc_real_1: 0.1517534703016281 (0.19856438929334694) | > loss_disc_real_2: 0.2109908014535904 (0.21517627050570393) | > loss_disc_real_3: 0.21486561000347137 (0.22271138867107007) | > loss_disc_real_4: 0.21389025449752808 (0.21729702235908682) | > loss_disc_real_5: 0.1949983388185501 (0.21019136304155403) | > loss_0: 2.3349692821502686 (2.2890675505366898) | > grad_norm_0: tensor(39.3862, device='cuda:0') (tensor(13.7782, device='cuda:0')) | > loss_gen: 2.545184373855591 (2.5750625024148084) | > loss_kl: 1.7343535423278809 (1.7420079598733045) | > loss_feat: 7.5674262046813965 (7.415983147577408) | > loss_mel: 19.25224494934082 (19.333202519548056) | > loss_duration: 2.004744529724121 (2.0691155074933243) | > loss_1: 33.10395431518555 (33.135371461920805) | > grad_norm_1: tensor(438.6989, device='cuda:0') (tensor(162.3089, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.37 (0.3565204624735981) | > loader_time: 0.0038 (0.003638939026298873)  --> TIME: 2024-06-10 23:25:31 -- STEP: 134/330 -- GLOBAL_STEP: 151825 | > loss_disc: 2.196027994155884 (2.29157557950091) | > loss_disc_real_0: 0.09858091175556183 (0.11807694316688758) | > loss_disc_real_1: 0.17238247394561768 (0.19799400899392455) | > loss_disc_real_2: 0.13848938047885895 (0.21475459701979338) | > loss_disc_real_3: 0.18934404850006104 (0.22321480390296053) | > loss_disc_real_4: 0.2363770753145218 (0.21769747605074696) | > loss_disc_real_5: 0.18615078926086426 (0.2105947658419609) | > loss_0: 2.196027994155884 (2.29157557950091) | > grad_norm_0: tensor(23.7577, device='cuda:0') (tensor(16.7706, device='cuda:0')) | > loss_gen: 2.7240142822265625 (2.58185200726808) | > loss_kl: 1.7048503160476685 (1.7438491253710504) | > loss_feat: 8.774862289428711 (7.447204824703843) | > loss_mel: 20.059446334838867 (19.338978340376674) | > loss_duration: 2.0623278617858887 (2.069607642159533) | > loss_1: 35.32550048828125 (33.181491737935104) | > grad_norm_1: tensor(306.8921, device='cuda:0') (tensor(180.4126, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3686 (0.3584743791551732) | > loader_time: 0.0041 (0.0037353554768348807)  --> TIME: 2024-06-10 23:25:41 -- STEP: 159/330 -- GLOBAL_STEP: 151850 | > loss_disc: 2.2159574031829834 (2.2932660669650677) | > loss_disc_real_0: 0.07411360740661621 (0.11655255001764628) | > loss_disc_real_1: 0.18265509605407715 (0.1988076257443279) | > loss_disc_real_2: 0.25712957978248596 (0.21565377777852351) | > loss_disc_real_3: 0.22161979973316193 (0.22387099912706412) | > loss_disc_real_4: 0.19222819805145264 (0.217834250544602) | > loss_disc_real_5: 0.20334625244140625 (0.21124197598898176) | > loss_0: 2.2159574031829834 (2.2932660669650677) | > grad_norm_0: tensor(28.3254, device='cuda:0') (tensor(18.2627, device='cuda:0')) | > loss_gen: 2.898120164871216 (2.592290047579591) | > loss_kl: 1.8984301090240479 (1.7426988216316175) | > loss_feat: 7.275893211364746 (7.468335433576092) | > loss_mel: 19.065988540649414 (19.322125596820197) | > loss_duration: 2.0540337562561035 (2.0704661045434336) | > loss_1: 33.192466735839844 (33.19591580996727) | > grad_norm_1: tensor(502.3495, device='cuda:0') (tensor(203.8333, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3746 (0.36152535264597) | > loader_time: 0.0046 (0.0038549480198314355)  --> TIME: 2024-06-10 23:25:51 -- STEP: 184/330 -- GLOBAL_STEP: 151875 | > loss_disc: 2.2866761684417725 (2.3007404622824303) | > loss_disc_real_0: 0.12236933410167694 (0.1177812660234454) | > loss_disc_real_1: 0.21658439934253693 (0.19976185254104767) | > loss_disc_real_2: 0.2372158318758011 (0.2165356071098991) | > loss_disc_real_3: 0.2275991588830948 (0.22423032452554806) | > loss_disc_real_4: 0.21801365911960602 (0.2173253810438125) | > loss_disc_real_5: 0.20083314180374146 (0.21159246831160516) | > loss_0: 2.2866761684417725 (2.3007404622824303) | > grad_norm_0: tensor(36.9821, device='cuda:0') (tensor(21.6476, device='cuda:0')) | > loss_gen: 2.768136978149414 (2.5910991443240126) | > loss_kl: 1.7484488487243652 (1.7446816388679587) | > loss_feat: 7.445789813995361 (7.46193690403648) | > loss_mel: 18.892200469970703 (19.306610262912262) | > loss_duration: 2.0900912284851074 (2.075421287961628) | > loss_1: 32.94466781616211 (33.17974908455561) | > grad_norm_1: tensor(404.2428, device='cuda:0') (tensor(225.1415, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.3747 (0.36564686894416815) | > loader_time: 0.0045 (0.003975726988004599)  --> TIME: 2024-06-10 23:26:01 -- STEP: 209/330 -- GLOBAL_STEP: 151900 | > loss_disc: 2.4129037857055664 (2.298415323193565) | > loss_disc_real_0: 0.11569256335496902 (0.11828953717527778) | > loss_disc_real_1: 0.19817154109477997 (0.2001544556549292) | > loss_disc_real_2: 0.22665327787399292 (0.2159299489698912) | > loss_disc_real_3: 0.23147040605545044 (0.22415404855919796) | > loss_disc_real_4: 0.2249293029308319 (0.217840970489397) | > loss_disc_real_5: 0.24538712203502655 (0.21175404548930202) | > loss_0: 2.4129037857055664 (2.298415323193565) | > grad_norm_0: tensor(27.2286, device='cuda:0') (tensor(21.9343, device='cuda:0')) | > loss_gen: 2.466312885284424 (2.587080674878718) | > loss_kl: 1.6424643993377686 (1.7435769994863484) | > loss_feat: 7.000392913818359 (7.455942046699342) | > loss_mel: 18.26701545715332 (19.263278824290605) | > loss_duration: 2.1309781074523926 (2.0810268598310104) | > loss_1: 31.507164001464844 (33.13090524262791) | > grad_norm_1: tensor(369.8278, device='cuda:0') (tensor(234.1613, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.4044 (0.36889065623853773) | > loader_time: 0.0049 (0.00409248228848836)  --> TIME: 2024-06-10 23:26:11 -- STEP: 234/330 -- GLOBAL_STEP: 151925 | > loss_disc: 2.313525676727295 (2.2993145926385874) | > loss_disc_real_0: 0.13592711091041565 (0.11815309885921133) | > loss_disc_real_1: 0.2113044261932373 (0.2012722820170925) | > loss_disc_real_2: 0.25596949458122253 (0.2159912613594634) | > loss_disc_real_3: 0.257423996925354 (0.22381009397088972) | > loss_disc_real_4: 0.22242075204849243 (0.21794471743269864) | > loss_disc_real_5: 0.20309077203273773 (0.21142993281539682) | > loss_0: 2.313525676727295 (2.2993145926385874) | > grad_norm_0: tensor(21.4257, device='cuda:0') (tensor(21.8983, device='cuda:0')) | > loss_gen: 2.617973566055298 (2.5831726066067686) | > loss_kl: 1.9377055168151855 (1.740499048660963) | > loss_feat: 6.986217021942139 (7.448707986081767) | > loss_mel: 18.192121505737305 (19.226280424329982) | > loss_duration: 2.148416042327881 (2.088034476989353) | > loss_1: 31.88243293762207 (33.08669441581791) | > grad_norm_1: tensor(329.3262, device='cuda:0') (tensor(240.5772, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.4201 (0.3726510930265117) | > loader_time: 0.0053 (0.004223648299518812)  --> TIME: 2024-06-10 23:26:22 -- STEP: 259/330 -- GLOBAL_STEP: 151950 | > loss_disc: 2.282797336578369 (2.298894527796153) | > loss_disc_real_0: 0.10847735404968262 (0.11789194504554207) | > loss_disc_real_1: 0.20740818977355957 (0.20102157975946158) | > loss_disc_real_2: 0.21700912714004517 (0.21574828690313463) | > loss_disc_real_3: 0.22012054920196533 (0.22388547284952923) | > loss_disc_real_4: 0.22791320085525513 (0.21817690404455634) | > loss_disc_real_5: 0.2099461853504181 (0.2116490901091844) | > loss_0: 2.282797336578369 (2.298894527796153) | > grad_norm_0: tensor(18.9272, device='cuda:0') (tensor(22.2496, device='cuda:0')) | > loss_gen: 2.701244831085205 (2.582094094928167) | > loss_kl: 1.7283743619918823 (1.7384711568419997) | > loss_feat: 7.7768754959106445 (7.456602496069831) | > loss_mel: 19.344812393188477 (19.187227506895333) | > loss_duration: 2.1862411499023438 (2.0942305754510575) | > loss_1: 33.737548828125 (33.05862568888425) | > grad_norm_1: tensor(180.0654, device='cuda:0') (tensor(247.2870, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.4122 (0.37691962304722854) | > loader_time: 0.0056 (0.0043500740095455195)  --> TIME: 2024-06-10 23:26:33 -- STEP: 284/330 -- GLOBAL_STEP: 151975 | > loss_disc: 2.343104124069214 (2.2989050502508466) | > loss_disc_real_0: 0.14257004857063293 (0.1179767994629875) | > loss_disc_real_1: 0.19503116607666016 (0.20138456840330446) | > loss_disc_real_2: 0.2040633112192154 (0.21583219528408115) | > loss_disc_real_3: 0.20056165754795074 (0.22406068690855738) | > loss_disc_real_4: 0.20632262527942657 (0.21797262342043325) | > loss_disc_real_5: 0.1979515701532364 (0.2116349156368786) | > loss_0: 2.343104124069214 (2.2989050502508466) | > grad_norm_0: tensor(51.5734, device='cuda:0') (tensor(24.0933, device='cuda:0')) | > loss_gen: 2.6610167026519775 (2.585996291167299) | > loss_kl: 1.7365659475326538 (1.7371728541985365) | > loss_feat: 7.4858784675598145 (7.480466710010045) | > loss_mel: 19.14760398864746 (19.12941114667437) | > loss_duration: 2.1993024349212646 (2.102452626530551) | > loss_1: 33.23036575317383 (33.03549946529765) | > grad_norm_1: tensor(382.8334, device='cuda:0') (tensor(259.7404, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.4389 (0.3821872061407062) | > loader_time: 0.0062 (0.004528284072875976)  --> TIME: 2024-06-10 23:26:45 -- STEP: 309/330 -- GLOBAL_STEP: 152000 | > loss_disc: 2.419160842895508 (2.301331574091248) | > loss_disc_real_0: 0.13520395755767822 (0.11848922873150955) | > loss_disc_real_1: 0.20994538068771362 (0.20143639887035084) | > loss_disc_real_2: 0.26225215196609497 (0.2161160448511827) | > loss_disc_real_3: 0.2292689085006714 (0.22401606795471463) | > loss_disc_real_4: 0.2266445755958557 (0.21766029983083793) | > loss_disc_real_5: 0.2050677090883255 (0.21140497484060553) | > loss_0: 2.419160842895508 (2.301331574091248) | > grad_norm_0: tensor(11.2232, device='cuda:0') (tensor(25.5386, device='cuda:0')) | > loss_gen: 2.5165281295776367 (2.584132656696157) | > loss_kl: 1.6637909412384033 (1.7381153561922338) | > loss_feat: 6.888906955718994 (7.495688376689034) | > loss_mel: 18.265182495117188 (19.085403843605036) | > loss_duration: 2.2633962631225586 (2.1132332406769265) | > loss_1: 31.59780502319336 (33.01657332262946) | > grad_norm_1: tensor(377.4315, device='cuda:0') (tensor(268.3354, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.4797 (0.3891831424244013) | > loader_time: 0.0077 (0.004721985665725659) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_152000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3426661491394043 (2.3426661491394043) | > loss_disc_real_0: 0.08410988748073578 (0.08410988748073578) | > loss_disc_real_1: 0.20778542757034302 (0.20778542757034302) | > loss_disc_real_2: 0.22351224720478058 (0.22351224720478058) | > loss_disc_real_3: 0.19820161163806915 (0.19820161163806915) | > loss_disc_real_4: 0.2588684856891632 (0.2588684856891632) | > loss_disc_real_5: 0.24171313643455505 (0.24171313643455505) | > loss_0: 2.3426661491394043 (2.3426661491394043) | > loss_gen: 2.4121570587158203 (2.4121570587158203) | > loss_kl: 2.0071821212768555 (2.0071821212768555) | > loss_feat: 6.44727897644043 (6.44727897644043) | > loss_mel: 19.34752082824707 (19.34752082824707) | > loss_duration: 2.7630369663238525 (2.7630369663238525) | > loss_1: 32.977176666259766 (32.977176666259766)  --> STEP: 1 | > loss_disc: 2.4795827865600586 (2.4795827865600586) | > loss_disc_real_0: 0.13931754231452942 (0.13931754231452942) | > loss_disc_real_1: 0.1712828129529953 (0.1712828129529953) | > loss_disc_real_2: 0.21252033114433289 (0.21252033114433289) | > loss_disc_real_3: 0.2525525391101837 (0.2525525391101837) | > loss_disc_real_4: 0.2420971542596817 (0.2420971542596817) | > loss_disc_real_5: 0.2501676082611084 (0.2501676082611084) | > loss_0: 2.4795827865600586 (2.4795827865600586) | > loss_gen: 2.2165918350219727 (2.2165918350219727) | > loss_kl: 1.4487106800079346 (1.4487106800079346) | > loss_feat: 6.3012871742248535 (6.3012871742248535) | > loss_mel: 19.10984230041504 (19.10984230041504) | > loss_duration: 2.3906466960906982 (2.3906466960906982) | > loss_1: 31.467077255249023 (31.467077255249023)  --> STEP: 2 | > loss_disc: 2.342484474182129 (2.4110336303710938) | > loss_disc_real_0: 0.15649527311325073 (0.14790640771389008) | > loss_disc_real_1: 0.3178103566169739 (0.2445465847849846) | > loss_disc_real_2: 0.23203782737255096 (0.22227907925844193) | > loss_disc_real_3: 0.2941127419471741 (0.2733326405286789) | > loss_disc_real_4: 0.24065878987312317 (0.24137797206640244) | > loss_disc_real_5: 0.20754964649677277 (0.22885862737894058) | > loss_0: 2.342484474182129 (2.4110336303710938) | > loss_gen: 2.78716778755188 (2.5018798112869263) | > loss_kl: 1.7775613069534302 (1.6131359934806824) | > loss_feat: 5.764541149139404 (6.032914161682129) | > loss_mel: 19.36505126953125 (19.237446784973145) | > loss_duration: 2.369741439819336 (2.380194067955017) | > loss_1: 32.064064025878906 (31.765570640563965)  --> STEP: 3 | > loss_disc: 2.2523531913757324 (2.358140150705973) | > loss_disc_real_0: 0.06650383770465851 (0.12077221771081288) | > loss_disc_real_1: 0.17820972204208374 (0.22243429720401764) | > loss_disc_real_2: 0.1625472456216812 (0.20236846804618835) | > loss_disc_real_3: 0.27507483959198 (0.27391337354977924) | > loss_disc_real_4: 0.27121254801750183 (0.2513228307167689) | > loss_disc_real_5: 0.2832653522491455 (0.24699420233567557) | > loss_0: 2.2523531913757324 (2.358140150705973) | > loss_gen: 2.8076934814453125 (2.6038177013397217) | > loss_kl: 2.6019155979156494 (1.9427291949590046) | > loss_feat: 7.7207512855529785 (6.595526536305745) | > loss_mel: 21.872753143310547 (20.115882237752277) | > loss_duration: 2.2307913303375244 (2.330393155415853) | > loss_1: 37.23390579223633 (33.58834902445475)  --> STEP: 4 | > loss_disc: 2.1945719718933105 (2.3172481060028076) | > loss_disc_real_0: 0.07290279865264893 (0.1088048629462719) | > loss_disc_real_1: 0.19814355671405792 (0.2163616120815277) | > loss_disc_real_2: 0.19121812283992767 (0.19958088174462318) | > loss_disc_real_3: 0.28656166791915894 (0.2770754471421242) | > loss_disc_real_4: 0.15239980816841125 (0.2265920750796795) | > loss_disc_real_5: 0.18114762008190155 (0.23053255677223206) | > loss_0: 2.1945719718933105 (2.3172481060028076) | > loss_gen: 2.3478589057922363 (2.5398280024528503) | > loss_kl: 2.6499669551849365 (2.1195386350154877) | > loss_feat: 7.3182148933410645 (6.776198625564575) | > loss_mel: 19.29605484008789 (19.91092538833618) | > loss_duration: 2.240372657775879 (2.3078880310058594) | > loss_1: 33.85246658325195 (33.65437841415405)  --> STEP: 5 | > loss_disc: 2.0784690380096436 (2.2694922924041747) | > loss_disc_real_0: 0.061435192823410034 (0.09933092892169952) | > loss_disc_real_1: 0.28352269530296326 (0.22979382872581483) | > loss_disc_real_2: 0.2161567211151123 (0.202896049618721) | > loss_disc_real_3: 0.2677767276763916 (0.27521570324897765) | > loss_disc_real_4: 0.14838358759880066 (0.2109503775835037) | > loss_disc_real_5: 0.11441934108734131 (0.20730991363525392) | > loss_0: 2.0784690380096436 (2.2694922924041747) | > loss_gen: 2.782716751098633 (2.5884057521820067) | > loss_kl: 2.319601058959961 (2.1595511198043824) | > loss_feat: 8.087068557739258 (7.038372611999511) | > loss_mel: 20.26261329650879 (19.981262969970704) | > loss_duration: 2.3873414993286133 (2.3237787246704102) | > loss_1: 35.83934020996094 (34.09137077331543)  --> STEP: 6 | > loss_disc: 2.411531448364258 (2.2931654850641885) | > loss_disc_real_0: 0.08572924882173538 (0.09706398223837216) | > loss_disc_real_1: 0.24000702798366547 (0.23149602860212326) | > loss_disc_real_2: 0.16559913754463196 (0.19667989760637283) | > loss_disc_real_3: 0.28041592240333557 (0.27608240644137066) | > loss_disc_real_4: 0.21105234324932098 (0.21096737186113992) | > loss_disc_real_5: 0.21560601890087128 (0.20869259784619013) | > loss_0: 2.411531448364258 (2.2931654850641885) | > loss_gen: 2.2731070518493652 (2.5358559687932334) | > loss_kl: 2.774376153945923 (2.2620219588279724) | > loss_feat: 5.403945446014404 (6.765968084335327) | > loss_mel: 20.736955642700195 (20.107211748758953) | > loss_duration: 2.1631460189819336 (2.297006607055664) | > loss_1: 33.351531982421875 (33.968064308166504)  --> STEP: 7 | > loss_disc: 2.5620779991149902 (2.3315815585000172) | > loss_disc_real_0: 0.12052491307258606 (0.10041554378611701) | > loss_disc_real_1: 0.31390082836151123 (0.2432681428534644) | > loss_disc_real_2: 0.24247047305107117 (0.20322140838418687) | > loss_disc_real_3: 0.28581926226615906 (0.2774733858449118) | > loss_disc_real_4: 0.2634938061237335 (0.21847114818436758) | > loss_disc_real_5: 0.28334879875183105 (0.21935776940413884) | > loss_0: 2.5620779991149902 (2.3315815585000172) | > loss_gen: 2.4548707008361816 (2.5242866447993686) | > loss_kl: 3.0663187503814697 (2.376921500478472) | > loss_feat: 4.960782051086426 (6.50808436529977) | > loss_mel: 19.66553497314453 (20.04411506652832) | > loss_duration: 2.4288198947906494 (2.3158370767320906) | > loss_1: 32.576324462890625 (33.76924433026995)  --> STEP: 8 | > loss_disc: 2.2862119674682617 (2.325910359621048) | > loss_disc_real_0: 0.18655072152614594 (0.11118244100362062) | > loss_disc_real_1: 0.27159470319747925 (0.24680896289646626) | > loss_disc_real_2: 0.22202518582344055 (0.2055718805640936) | > loss_disc_real_3: 0.2978712022304535 (0.28002311289310455) | > loss_disc_real_4: 0.23211616277694702 (0.22017677500844002) | > loss_disc_real_5: 0.19256046414375305 (0.21600810624659061) | > loss_0: 2.2862119674682617 (2.325910359621048) | > loss_gen: 2.911466121673584 (2.5726840794086456) | > loss_kl: 2.3696415424346924 (2.3760115057229996) | > loss_feat: 11.234203338623047 (7.098849236965179) | > loss_mel: 21.756315231323242 (20.258140087127686) | > loss_duration: 2.1952688694000244 (2.3007660508155823) | > loss_1: 40.466896057128906 (34.60645079612732)  --> STEP: 9 | > loss_disc: 2.368730068206787 (2.3306681050194635) | > loss_disc_real_0: 0.13440077006816864 (0.11376225534412596) | > loss_disc_real_1: 0.1852947622537613 (0.23997405171394348) | > loss_disc_real_2: 0.2973378300666809 (0.21576809717549217) | > loss_disc_real_3: 0.3040033280849457 (0.28268758124775356) | > loss_disc_real_4: 0.2399372160434723 (0.22237237956788805) | > loss_disc_real_5: 0.27149277925491333 (0.22217306991418204) | > loss_0: 2.368730068206787 (2.3306681050194635) | > loss_gen: 2.681326389312744 (2.584755447175768) | > loss_kl: 1.7290828227996826 (2.304130540953742) | > loss_feat: 7.866048812866211 (7.184093634287517) | > loss_mel: 23.167619705200195 (20.581415600246853) | > loss_duration: 2.0604770183563232 (2.27406726943122) | > loss_1: 37.50455856323242 (34.92846277025011)  --> STEP: 10 | > loss_disc: 1.9520399570465088 (2.292805290222168) | > loss_disc_real_0: 0.11135340481996536 (0.1135213702917099) | > loss_disc_real_1: 0.24577893316745758 (0.2405545398592949) | > loss_disc_real_2: 0.17940351366996765 (0.21213163882493974) | > loss_disc_real_3: 0.1374545693397522 (0.2681642800569534) | > loss_disc_real_4: 0.19138285517692566 (0.2192734271287918) | > loss_disc_real_5: 0.13485205173492432 (0.21344096809625626) | > loss_0: 1.9520399570465088 (2.292805290222168) | > loss_gen: 2.5936946868896484 (2.5856493711471558) | > loss_kl: 2.2383720874786377 (2.2975546956062316) | > loss_feat: 7.647643089294434 (7.230448579788208) | > loss_mel: 20.163902282714844 (20.539664268493652) | > loss_duration: 2.251488208770752 (2.2718093633651733) | > loss_1: 34.89509963989258 (34.925126457214354)  --> STEP: 11 | > loss_disc: 2.3028697967529297 (2.293720245361328) | > loss_disc_real_0: 0.1531756967306137 (0.11712630905888298) | > loss_disc_real_1: 0.2503429353237152 (0.241444393992424) | > loss_disc_real_2: 0.242282897233963 (0.21487266231666913) | > loss_disc_real_3: 0.26032212376594543 (0.2674513567577709) | > loss_disc_real_4: 0.20367658138275146 (0.21785553206096997) | > loss_disc_real_5: 0.2886575162410736 (0.22027883610942148) | > loss_0: 2.3028697967529297 (2.293720245361328) | > loss_gen: 2.9268994331359863 (2.6166721040552314) | > loss_kl: 2.3229713439941406 (2.2998653000051323) | > loss_feat: 7.523799419403076 (7.257116837935015) | > loss_mel: 19.940092086791992 (20.485157706520774) | > loss_duration: 2.3923449516296387 (2.2827671441164883) | > loss_1: 35.106109619140625 (34.94157947193492)  --> STEP: 12 | > loss_disc: 2.1285345554351807 (2.2799547712008157) | > loss_disc_real_0: 0.07427529990673065 (0.11355539162953694) | > loss_disc_real_1: 0.1446010321378708 (0.2333741138378779) | > loss_disc_real_2: 0.1536523997783661 (0.20977097377181053) | > loss_disc_real_3: 0.17015406489372253 (0.2593432491024335) | > loss_disc_real_4: 0.1426592767238617 (0.21158917744954428) | > loss_disc_real_5: 0.17286016047000885 (0.21632727980613708) | > loss_0: 2.1285345554351807 (2.2799547712008157) | > loss_gen: 2.108201265335083 (2.5742995341618857) | > loss_kl: 2.015470027923584 (2.276165693998337) | > loss_feat: 6.938672065734863 (7.230579773585002) | > loss_mel: 20.521671295166016 (20.488200505574543) | > loss_duration: 2.2151246070861816 (2.2771302660306296) | > loss_1: 33.79914093017578 (34.84637626012166)  --> STEP: 13 | > loss_disc: 2.377518653869629 (2.287459685252263) | > loss_disc_real_0: 0.1117439940571785 (0.11341605335474014) | > loss_disc_real_1: 0.33468711376190186 (0.24116742152434129) | > loss_disc_real_2: 0.1884276270866394 (0.2081291778729512) | > loss_disc_real_3: 0.2535130977630615 (0.25889477592248183) | > loss_disc_real_4: 0.2639920711517334 (0.2156201692727896) | > loss_disc_real_5: 0.22618329524993896 (0.2170854348402757) | > loss_0: 2.377518653869629 (2.287459685252263) | > loss_gen: 2.550640106201172 (2.5724795781649075) | > loss_kl: 2.140591859817505 (2.265736937522888) | > loss_feat: 5.428890705108643 (7.091988306779128) | > loss_mel: 17.135238647460938 (20.230280362642727) | > loss_duration: 2.1372265815734863 (2.2663684441493106) | > loss_1: 29.392587661743164 (34.42685406024639)  --> STEP: 14 | > loss_disc: 2.023191452026367 (2.2685833828789845) | > loss_disc_real_0: 0.1572585105895996 (0.11654765744294439) | > loss_disc_real_1: 0.176068514585495 (0.236517499600138) | > loss_disc_real_2: 0.1391690969467163 (0.20320345780679158) | > loss_disc_real_3: 0.1800718605518341 (0.2532645676817213) | > loss_disc_real_4: 0.12402738630771637 (0.20907782763242722) | > loss_disc_real_5: 0.11196502298116684 (0.2095768339931965) | > loss_0: 2.023191452026367 (2.2685833828789845) | > loss_gen: 2.518662929534912 (2.5686355318341936) | > loss_kl: 3.0621328353881836 (2.3226223587989807) | > loss_feat: 9.026840209960938 (7.2301920141492575) | > loss_mel: 20.719566345214844 (20.26522936139788) | > loss_duration: 2.415781021118164 (2.277040771075657) | > loss_1: 37.74298095703125 (34.6637202671596)  --> STEP: 15 | > loss_disc: 2.2661969661712646 (2.2684242884318033) | > loss_disc_real_0: 0.08722224831581116 (0.11459263016780218) | > loss_disc_real_1: 0.2488277405500412 (0.23733818233013154) | > loss_disc_real_2: 0.17343513667583466 (0.20121890306472778) | > loss_disc_real_3: 0.3003779947757721 (0.25640546282132465) | > loss_disc_real_4: 0.20492050051689148 (0.2088006724913915) | > loss_disc_real_5: 0.2238292098045349 (0.21052699238061906) | > loss_0: 2.2661969661712646 (2.2684242884318033) | > loss_gen: 2.459806442260742 (2.5613802591959636) | > loss_kl: 2.604139566421509 (2.3413901726404824) | > loss_feat: 7.534261703491211 (7.250463326772054) | > loss_mel: 19.320833206176758 (20.20226961771647) | > loss_duration: 2.271709442138672 (2.2766853491465247) | > loss_1: 34.19075012207031 (34.632188924153645)  --> STEP: 16 | > loss_disc: 2.2182397842407227 (2.265287756919861) | > loss_disc_real_0: 0.08487427234649658 (0.11273523280397058) | > loss_disc_real_1: 0.2434888780117035 (0.23772260081022978) | > loss_disc_real_2: 0.18513354659080505 (0.2002135682851076) | > loss_disc_real_3: 0.2717798352241516 (0.25736636109650135) | > loss_disc_real_4: 0.1760130673646927 (0.20675144717097282) | > loss_disc_real_5: 0.2557987570762634 (0.21335647767409682) | > loss_0: 2.2182397842407227 (2.265287756919861) | > loss_gen: 2.86142635345459 (2.5801331400871277) | > loss_kl: 2.364936590194702 (2.3428618237376213) | > loss_feat: 8.774447441101074 (7.345712333917618) | > loss_mel: 19.009119033813477 (20.127697706222534) | > loss_duration: 2.3241019248962402 (2.279648885130882) | > loss_1: 35.33403015136719 (34.67605400085449)  --> STEP: 17 | > loss_disc: 2.5090887546539307 (2.2796289920806885) | > loss_disc_real_0: 0.14262452721595764 (0.114493426592911) | > loss_disc_real_1: 0.33814606070518494 (0.24362986315699184) | > loss_disc_real_2: 0.277670294046402 (0.2047698462710661) | > loss_disc_real_3: 0.2703539729118347 (0.2581303382621092) | > loss_disc_real_4: 0.2639630436897278 (0.21011683520148783) | > loss_disc_real_5: 0.224595844745636 (0.21401761691359913) | > loss_0: 2.5090887546539307 (2.2796289920806885) | > loss_gen: 2.529714584350586 (2.5771673426908603) | > loss_kl: 2.338109016418457 (2.342582246836494) | > loss_feat: 5.8631272315979 (7.258501445545869) | > loss_mel: 18.672409057617188 (20.04209249159869) | > loss_duration: 2.3955671787261963 (2.2864676082835476) | > loss_1: 31.798927307128906 (34.50681125416475)  --> STEP: 18 | > loss_disc: 2.679110527038574 (2.30182241068946) | > loss_disc_real_0: 0.1086374893784523 (0.11416809674766329) | > loss_disc_real_1: 0.3411961495876312 (0.2490502124031385) | > loss_disc_real_2: 0.25999659299850464 (0.2078379988670349) | > loss_disc_real_3: 0.30723637342453003 (0.2608584513266881) | > loss_disc_real_4: 0.27332833409309387 (0.21362858513991037) | > loss_disc_real_5: 0.22014091908931732 (0.2143578003678057) | > loss_0: 2.679110527038574 (2.30182241068946) | > loss_gen: 2.3117048740386963 (2.5624194277657404) | > loss_kl: 2.4317708015441895 (2.347537166542477) | > loss_feat: 6.366595268249512 (7.208951102362739) | > loss_mel: 19.320003509521484 (20.001976437038845) | > loss_duration: 2.2385754585266113 (2.283806933297051) | > loss_1: 32.66865158081055 (34.40469127231174)  --> STEP: 19 | > loss_disc: 2.2528114318847656 (2.2992428854892126) | > loss_disc_real_0: 0.110268734395504 (0.11396286715018122) | > loss_disc_real_1: 0.1645270735025406 (0.24460162614521228) | > loss_disc_real_2: 0.18633076548576355 (0.20670603921538905) | > loss_disc_real_3: 0.19547738134860992 (0.2574173423804735) | > loss_disc_real_4: 0.15804782509803772 (0.2107032819798118) | > loss_disc_real_5: 0.17969900369644165 (0.212533653174576) | > loss_0: 2.2528114318847656 (2.2992428854892126) | > loss_gen: 2.4088356494903564 (2.5543360710144043) | > loss_kl: 1.78765070438385 (2.3180694580078125) | > loss_feat: 11.148124694824219 (7.416276028281764) | > loss_mel: 19.924179077148438 (19.997881839149876) | > loss_duration: 2.291574239730835 (2.284215738898829) | > loss_1: 37.56036376953125 (34.57077929848119)  --> STEP: 20 | > loss_disc: 2.247307538986206 (2.296646118164062) | > loss_disc_real_0: 0.07787955552339554 (0.11215870156884193) | > loss_disc_real_1: 0.2070898562669754 (0.24272603765130044) | > loss_disc_real_2: 0.26966506242752075 (0.20985399037599564) | > loss_disc_real_3: 0.27860721945762634 (0.25847683623433115) | > loss_disc_real_4: 0.22648334503173828 (0.21149228513240814) | > loss_disc_real_5: 0.24343891441822052 (0.21407891623675823) | > loss_0: 2.247307538986206 (2.296646118164062) | > loss_gen: 2.660053014755249 (2.5596219182014464) | > loss_kl: 1.845738410949707 (2.2944529056549072) | > loss_feat: 9.03139877319336 (7.497032165527344) | > loss_mel: 21.96772003173828 (20.096373748779296) | > loss_duration: 2.3174195289611816 (2.2858759284019468) | > loss_1: 37.822330474853516 (34.73335685729981)  --> STEP: 21 | > loss_disc: 2.137648344039917 (2.289074795586722) | > loss_disc_real_0: 0.10275284945964813 (0.11171080384935651) | > loss_disc_real_1: 0.26846587657928467 (0.24395174426691874) | > loss_disc_real_2: 0.17124952375888824 (0.20801568244184768) | > loss_disc_real_3: 0.2104789763689041 (0.256191223859787) | > loss_disc_real_4: 0.2401992529630661 (0.21285928360053472) | > loss_disc_real_5: 0.19884122908115387 (0.21335331208649136) | > loss_0: 2.137648344039917 (2.289074795586722) | > loss_gen: 2.6572132110595703 (2.564269122623262) | > loss_kl: 2.167252540588379 (2.288395745413644) | > loss_feat: 6.360567569732666 (7.442914803822835) | > loss_mel: 20.223569869995117 (20.10243070693243) | > loss_duration: 2.1480913162231445 (2.279314756393432) | > loss_1: 33.55669403076172 (34.67732529413133)  --> STEP: 22 | > loss_disc: 2.277090072631836 (2.288530035452409) | > loss_disc_real_0: 0.06101973354816437 (0.10940666429021141) | > loss_disc_real_1: 0.2586609721183777 (0.24462034553289413) | > loss_disc_real_2: 0.17172016203403473 (0.20636588605967435) | > loss_disc_real_3: 0.24310879409313202 (0.25559656796130265) | > loss_disc_real_4: 0.18811853229999542 (0.21173470399596475) | > loss_disc_real_5: 0.17119091749191284 (0.2114368396049196) | > loss_0: 2.277090072631836 (2.288530035452409) | > loss_gen: 2.5113742351531982 (2.561864809556441) | > loss_kl: 1.9477342367172241 (2.2729111313819885) | > loss_feat: 8.562216758728027 (7.493792165409435) | > loss_mel: 21.003019332885742 (20.143366553566672) | > loss_duration: 2.1602907180786133 (2.273904572833668) | > loss_1: 36.184635162353516 (34.74583937905052)  --> STEP: 23 | > loss_disc: 2.4104199409484863 (2.293829596560934) | > loss_disc_real_0: 0.1166040375828743 (0.10971959356380545) | > loss_disc_real_1: 0.2501627802848816 (0.24486132095689359) | > loss_disc_real_2: 0.2465149462223053 (0.20811149737109308) | > loss_disc_real_3: 0.3038734495639801 (0.25769556281359296) | > loss_disc_real_4: 0.23838727176189423 (0.2128935112901356) | > loss_disc_real_5: 0.2718081474304199 (0.21406167907559354) | > loss_0: 2.4104199409484863 (2.293829596560934) | > loss_gen: 2.702888011932373 (2.567996253138003) | > loss_kl: 2.115316390991211 (2.266059186147607) | > loss_feat: 7.178647041320801 (7.480090203492538) | > loss_mel: 17.814847946166992 (20.042126614114512) | > loss_duration: 2.3054871559143066 (2.2752777286197827) | > loss_1: 32.1171875 (34.6315501669179)  --> STEP: 24 | > loss_disc: 2.39738130569458 (2.298144251108169) | > loss_disc_real_0: 0.17942485213279724 (0.11262397933751345) | > loss_disc_real_1: 0.21293114125728607 (0.24353089680274329) | > loss_disc_real_2: 0.25815966725349426 (0.2101968377828598) | > loss_disc_real_3: 0.2529990077018738 (0.25749987301727134) | > loss_disc_real_4: 0.2101871371269226 (0.21278074570000172) | > loss_disc_real_5: 0.2937798798084259 (0.21738327077279487) | > loss_0: 2.39738130569458 (2.298144251108169) | > loss_gen: 2.6186673641204834 (2.5701075494289394) | > loss_kl: 2.2335524559020996 (2.2647047390540442) | > loss_feat: 5.546929836273193 (7.399541854858398) | > loss_mel: 19.57456398010254 (20.022644837697346) | > loss_duration: 2.418710470199585 (2.2812540928522744) | > loss_1: 32.39242172241211 (34.53825314839683)  --> STEP: 25 | > loss_disc: 2.3211452960968018 (2.299064292907714) | > loss_disc_real_0: 0.10456421971321106 (0.11230158895254135) | > loss_disc_real_1: 0.2960870563983917 (0.2456331431865692) | > loss_disc_real_2: 0.16974835097789764 (0.20857889831066131) | > loss_disc_real_3: 0.27658745646476746 (0.2582633763551712) | > loss_disc_real_4: 0.21188649535179138 (0.2127449756860733) | > loss_disc_real_5: 0.20654155313968658 (0.21694960206747055) | > loss_0: 2.3211452960968018 (2.299064292907714) | > loss_gen: 2.469158172607422 (2.5660695743560784) | > loss_kl: 2.155155658721924 (2.260322775840759) | > loss_feat: 7.273050785064697 (7.3944822120666505) | > loss_mel: 18.52301025390625 (19.962659454345705) | > loss_duration: 2.326268196105957 (2.2830546569824217) | > loss_1: 32.74664306640625 (34.46658874511721)  --> STEP: 26 | > loss_disc: 2.462117910385132 (2.305335585887615) | > loss_disc_real_0: 0.06300106644630432 (0.11040541500999378) | > loss_disc_real_1: 0.22344116866588593 (0.24477960570500448) | > loss_disc_real_2: 0.10719738900661469 (0.2046796094912749) | > loss_disc_real_3: 0.20709215104579926 (0.25629525230481076) | > loss_disc_real_4: 0.17024113237857819 (0.21111021248193887) | > loss_disc_real_5: 0.20316889882087708 (0.21641957501952463) | > loss_0: 2.462117910385132 (2.305335585887615) | > loss_gen: 1.781989336013794 (2.5359126421121445) | > loss_kl: 2.2246510982513428 (2.258950788241166) | > loss_feat: 7.506702899932861 (7.398798392369197) | > loss_mel: 18.429468154907227 (19.903690558213455) | > loss_duration: 2.2842493057250977 (2.283100605010986) | > loss_1: 32.2270622253418 (34.380453109741225) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025235322805551384 (+4.3401351341834735e-05) | > avg_loss_disc: 2.305335585887615 (-0.03774996904226535) | > avg_loss_disc_real_0: 0.11040541500999378 (-0.01562425408225794) | > avg_loss_disc_real_1: 0.24477960570500448 (+0.06458281782957226) | > avg_loss_disc_real_2: 0.2046796094912749 (-0.05609307782008088) | > avg_loss_disc_real_3: 0.25629525230481076 (+0.02297185189448872) | > avg_loss_disc_real_4: 0.21111021248193887 (-0.03419089833131203) | > avg_loss_disc_real_5: 0.21641957501952463 (-0.0359634845875777) | > avg_loss_0: 2.305335585887615 (-0.03774996904226535) | > avg_loss_gen: 2.5359126421121445 (+0.008875182041754748) | > avg_loss_kl: 2.258950788241166 (+0.20665517678627587) | > avg_loss_feat: 7.398798392369197 (-0.21774060909564685) | > avg_loss_mel: 19.903690558213455 (+0.26274262941800686) | > avg_loss_duration: 2.283100605010986 (+0.011582814730130675) | > avg_loss_1: 34.380453109741225 (+0.27211526724009616)  > EPOCH: 194/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:27:20)   --> TIME: 2024-06-10 23:27:22 -- STEP: 4/330 -- GLOBAL_STEP: 152025 | > loss_disc: 2.2328288555145264 (2.2793935537338257) | > loss_disc_real_0: 0.0809667557477951 (0.10965948179364204) | > loss_disc_real_1: 0.21611528098583221 (0.18395064771175385) | > loss_disc_real_2: 0.21194955706596375 (0.20433688908815384) | > loss_disc_real_3: 0.22198931872844696 (0.2210015244781971) | > loss_disc_real_4: 0.18106448650360107 (0.20705479010939598) | > loss_disc_real_5: 0.20428667962551117 (0.20813501626253128) | > loss_0: 2.2328288555145264 (2.2793935537338257) | > grad_norm_0: tensor(7.2646, device='cuda:0') (tensor(6.2507, device='cuda:0')) | > loss_gen: 2.5262885093688965 (2.5102363228797913) | > loss_kl: 1.726312279701233 (1.7060511708259583) | > loss_feat: 6.48189640045166 (6.780490040779114) | > loss_mel: 19.40952491760254 (19.28715229034424) | > loss_duration: 2.3297157287597656 (2.320571005344391) | > loss_1: 32.47373962402344 (32.60450077056885) | > grad_norm_1: tensor(75.9909, device='cuda:0') (tensor(74.5125, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3588 (0.3625675439834595) | > loader_time: 0.0032 (0.0032096505165100098)  --> TIME: 2024-06-10 23:27:32 -- STEP: 29/330 -- GLOBAL_STEP: 152050 | > loss_disc: 2.167489767074585 (2.2581839397035797) | > loss_disc_real_0: 0.10377859324216843 (0.11014006697926028) | > loss_disc_real_1: 0.1913074553012848 (0.1939756130350047) | > loss_disc_real_2: 0.20828603208065033 (0.2097649019339989) | > loss_disc_real_3: 0.1965463012456894 (0.2266134532361195) | > loss_disc_real_4: 0.181274875998497 (0.2177777850422366) | > loss_disc_real_5: 0.16381032764911652 (0.21012283450570599) | > loss_0: 2.167489767074585 (2.2581839397035797) | > grad_norm_0: tensor(4.6407, device='cuda:0') (tensor(8.8383, device='cuda:0')) | > loss_gen: 2.54140043258667 (2.566276155669114) | > loss_kl: 1.551621913909912 (1.6677510368412938) | > loss_feat: 7.823110103607178 (7.230834615641627) | > loss_mel: 20.24285888671875 (19.36803074540763) | > loss_duration: 2.090914249420166 (2.1299149990081783) | > loss_1: 34.249908447265625 (32.962807227825294) | > grad_norm_1: tensor(78.8975, device='cuda:0') (tensor(112.1967, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3725 (0.3668366876141778) | > loader_time: 0.0036 (0.0036206492062272697)  --> TIME: 2024-06-10 23:27:41 -- STEP: 54/330 -- GLOBAL_STEP: 152075 | > loss_disc: 2.25333571434021 (2.2813449921431364) | > loss_disc_real_0: 0.11851628124713898 (0.11158495672323086) | > loss_disc_real_1: 0.18756553530693054 (0.2005662962242409) | > loss_disc_real_2: 0.23880824446678162 (0.213635361580937) | > loss_disc_real_3: 0.237641841173172 (0.22547904153664908) | > loss_disc_real_4: 0.2170444279909134 (0.21778003871440887) | > loss_disc_real_5: 0.19925560057163239 (0.20908277233441672) | > loss_0: 2.25333571434021 (2.2813449921431364) | > grad_norm_0: tensor(2.8542, device='cuda:0') (tensor(8.3879, device='cuda:0')) | > loss_gen: 2.57423734664917 (2.5664859171266903) | > loss_kl: 1.930033802986145 (1.6808988650639851) | > loss_feat: 7.480893611907959 (7.323563708199395) | > loss_mel: 19.129343032836914 (19.32114018334282) | > loss_duration: 2.0383493900299072 (2.090924210018581) | > loss_1: 33.15285873413086 (32.98301287050601) | > grad_norm_1: tensor(91.7087, device='cuda:0') (tensor(107.2973, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3727 (0.3690945969687568) | > loader_time: 0.0038 (0.0037646205336959275)  --> TIME: 2024-06-10 23:27:50 -- STEP: 79/330 -- GLOBAL_STEP: 152100 | > loss_disc: 2.3383607864379883 (2.2827348709106445) | > loss_disc_real_0: 0.11067177355289459 (0.11291197159245045) | > loss_disc_real_1: 0.17297857999801636 (0.2001543935341171) | > loss_disc_real_2: 0.21495553851127625 (0.2142013552822644) | > loss_disc_real_3: 0.2132159024477005 (0.22475000348272203) | > loss_disc_real_4: 0.20935779809951782 (0.21703442346446122) | > loss_disc_real_5: 0.1977379024028778 (0.20978154015691974) | > loss_0: 2.3383607864379883 (2.2827348709106445) | > grad_norm_0: tensor(9.7287, device='cuda:0') (tensor(10.0217, device='cuda:0')) | > loss_gen: 2.548814535140991 (2.5735319898098328) | > loss_kl: 1.596872091293335 (1.6867228867132453) | > loss_feat: 7.258612155914307 (7.436189397980895) | > loss_mel: 19.951200485229492 (19.35031504570683) | > loss_duration: 2.016439914703369 (2.074289828916139) | > loss_1: 33.37194061279297 (33.12104908424088) | > grad_norm_1: tensor(112.6461, device='cuda:0') (tensor(134.2305, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3616 (0.36500900908361505) | > loader_time: 0.0043 (0.003760205039495154)  --> TIME: 2024-06-10 23:27:59 -- STEP: 104/330 -- GLOBAL_STEP: 152125 | > loss_disc: 2.3163955211639404 (2.2733812171679286) | > loss_disc_real_0: 0.12020543962717056 (0.11306363609261237) | > loss_disc_real_1: 0.15746687352657318 (0.19975062144490388) | > loss_disc_real_2: 0.26451992988586426 (0.21317518172928918) | > loss_disc_real_3: 0.24345649778842926 (0.22341279312968254) | > loss_disc_real_4: 0.21318340301513672 (0.2163015092508151) | > loss_disc_real_5: 0.2274293303489685 (0.20915423863782331) | > loss_0: 2.3163955211639404 (2.2733812171679286) | > grad_norm_0: tensor(20.0358, device='cuda:0') (tensor(13.0160, device='cuda:0')) | > loss_gen: 2.661543607711792 (2.5952252906102395) | > loss_kl: 1.6377131938934326 (1.6884663976155794) | > loss_feat: 7.754639625549316 (7.49972593325835) | > loss_mel: 19.27739715576172 (19.31649543688847) | > loss_duration: 2.083155632019043 (2.0713834774035673) | > loss_1: 33.41444778442383 (33.17129654150743) | > grad_norm_1: tensor(136.8201, device='cuda:0') (tensor(168.4106, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3548 (0.36398328038362354) | > loader_time: 0.0038 (0.0038042710377619816)  --> TIME: 2024-06-10 23:28:09 -- STEP: 129/330 -- GLOBAL_STEP: 152150 | > loss_disc: 2.271705150604248 (2.270639188529911) | > loss_disc_real_0: 0.10445351898670197 (0.11217820707910744) | > loss_disc_real_1: 0.16014164686203003 (0.19899869173072104) | > loss_disc_real_2: 0.221098855137825 (0.21323545011439063) | > loss_disc_real_3: 0.2297559529542923 (0.22481707986011062) | > loss_disc_real_4: 0.23604373633861542 (0.2165125085170879) | > loss_disc_real_5: 0.24438971281051636 (0.20895532154759697) | > loss_0: 2.271705150604248 (2.270639188529911) | > grad_norm_0: tensor(37.1966, device='cuda:0') (tensor(15.2944, device='cuda:0')) | > loss_gen: 2.6565747261047363 (2.6076240964638164) | > loss_kl: 1.7763845920562744 (1.690283127533373) | > loss_feat: 6.613080978393555 (7.525252279385116) | > loss_mel: 20.164424896240234 (19.334107509879175) | > loss_duration: 2.0401744842529297 (2.0697732775710347) | > loss_1: 33.250640869140625 (33.22704038693925) | > grad_norm_1: tensor(289.0527, device='cuda:0') (tensor(187.7367, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3576 (0.3631435734357021) | > loader_time: 0.004 (0.0038471388262371685)  --> TIME: 2024-06-10 23:28:18 -- STEP: 154/330 -- GLOBAL_STEP: 152175 | > loss_disc: 2.3107337951660156 (2.276969247050101) | > loss_disc_real_0: 0.21427077054977417 (0.11501420052214102) | > loss_disc_real_1: 0.20539750158786774 (0.19896571367204968) | > loss_disc_real_2: 0.2342435121536255 (0.21431003917347302) | > loss_disc_real_3: 0.23137369751930237 (0.2250686042107545) | > loss_disc_real_4: 0.2362806797027588 (0.21672489445704918) | > loss_disc_real_5: 0.2300814986228943 (0.20921499524023635) | > loss_0: 2.3107337951660156 (2.276969247050101) | > grad_norm_0: tensor(57.8091, device='cuda:0') (tensor(18.7941, device='cuda:0')) | > loss_gen: 2.6568093299865723 (2.6098593783068957) | > loss_kl: 1.7588056325912476 (1.6986262844754505) | > loss_feat: 7.394328594207764 (7.52176122851186) | > loss_mel: 19.171045303344727 (19.347203960666402) | > loss_duration: 2.0633459091186523 (2.0698012105830306) | > loss_1: 33.044334411621094 (33.24725219181607) | > grad_norm_1: tensor(273.5815, device='cuda:0') (tensor(211.8976, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3797 (0.36531657057923156) | > loader_time: 0.0042 (0.003972194411537864)  --> TIME: 2024-06-10 23:28:28 -- STEP: 179/330 -- GLOBAL_STEP: 152200 | > loss_disc: 2.242570161819458 (2.2734682480050203) | > loss_disc_real_0: 0.0967678502202034 (0.11268655281493117) | > loss_disc_real_1: 0.21051152050495148 (0.19846172264501377) | > loss_disc_real_2: 0.21676446497440338 (0.2145797618607569) | > loss_disc_real_3: 0.21667002141475677 (0.22459236295196597) | > loss_disc_real_4: 0.21462634205818176 (0.21646326064397503) | > loss_disc_real_5: 0.21122361719608307 (0.20978883882807628) | > loss_0: 2.242570161819458 (2.2734682480050203) | > grad_norm_0: tensor(29.8675, device='cuda:0') (tensor(19.3253, device='cuda:0')) | > loss_gen: 2.7255001068115234 (2.618685100331652) | > loss_kl: 1.8621563911437988 (1.7131431628871896) | > loss_feat: 7.809442520141602 (7.550443279010624) | > loss_mel: 18.27695655822754 (19.308099938504526) | > loss_duration: 2.113748073577881 (2.0738584002968987) | > loss_1: 32.787803649902344 (33.26422997160333) | > grad_norm_1: tensor(116.0425, device='cuda:0') (tensor(215.7698, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3831 (0.3683038077540903) | > loader_time: 0.0045 (0.00409555834764875)  --> TIME: 2024-06-10 23:28:38 -- STEP: 204/330 -- GLOBAL_STEP: 152225 | > loss_disc: 2.3236589431762695 (2.2746287759612596) | > loss_disc_real_0: 0.08031908422708511 (0.11282354381446745) | > loss_disc_real_1: 0.2106243520975113 (0.19906458748029734) | > loss_disc_real_2: 0.22436988353729248 (0.2147571944869032) | > loss_disc_real_3: 0.23106373846530914 (0.2239992423530887) | > loss_disc_real_4: 0.22662857174873352 (0.21661298678201787) | > loss_disc_real_5: 0.2580268681049347 (0.21021890187380368) | > loss_0: 2.3236589431762695 (2.2746287759612596) | > grad_norm_0: tensor(22.4726, device='cuda:0') (tensor(21.3188, device='cuda:0')) | > loss_gen: 2.496433734893799 (2.6179430274402393) | > loss_kl: 1.6767534017562866 (1.717144954438303) | > loss_feat: 7.530412197113037 (7.550896427210639) | > loss_mel: 19.209962844848633 (19.27619506798538) | > loss_duration: 2.082080841064453 (2.079590614519867) | > loss_1: 32.995643615722656 (33.241770173989124) | > grad_norm_1: tensor(469.9933, device='cuda:0') (tensor(235.3121, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.4035 (0.3721717093505111) | > loader_time: 0.0051 (0.004201087297177787)  --> TIME: 2024-06-10 23:28:49 -- STEP: 229/330 -- GLOBAL_STEP: 152250 | > loss_disc: 2.2528586387634277 (2.2759088761941837) | > loss_disc_real_0: 0.09259387850761414 (0.11351223869094682) | > loss_disc_real_1: 0.20704668760299683 (0.1997120238547763) | > loss_disc_real_2: 0.21537262201309204 (0.2145743071382223) | > loss_disc_real_3: 0.24013084173202515 (0.2238583374752228) | > loss_disc_real_4: 0.24970556795597076 (0.21715495328715795) | > loss_disc_real_5: 0.18463078141212463 (0.20966416616887512) | > loss_0: 2.2528586387634277 (2.2759088761941837) | > grad_norm_0: tensor(32.0482, device='cuda:0') (tensor(21.7873, device='cuda:0')) | > loss_gen: 2.638777494430542 (2.6127076201043273) | > loss_kl: 1.7226642370224 (1.720992200759821) | > loss_feat: 7.152459144592285 (7.541705979009903) | > loss_mel: 18.47986602783203 (19.242598537794883) | > loss_duration: 2.1684279441833496 (2.086487207350251) | > loss_1: 32.162193298339844 (33.20449159447285) | > grad_norm_1: tensor(483.6720, device='cuda:0') (tensor(249.8939, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.3998 (0.3755671040980576) | > loader_time: 0.008 (0.00433492139957878)  --> TIME: 2024-06-10 23:28:59 -- STEP: 254/330 -- GLOBAL_STEP: 152275 | > loss_disc: 2.311025381088257 (2.2775063862012126) | > loss_disc_real_0: 0.14547516405582428 (0.11456281703522825) | > loss_disc_real_1: 0.15751798450946808 (0.1995760586670065) | > loss_disc_real_2: 0.2588294744491577 (0.21448185230333974) | > loss_disc_real_3: 0.2293337881565094 (0.22353343084806532) | > loss_disc_real_4: 0.22280487418174744 (0.21730960929018306) | > loss_disc_real_5: 0.20594017207622528 (0.2100319358424878) | > loss_0: 2.311025381088257 (2.2775063862012126) | > grad_norm_0: tensor(30.8055, device='cuda:0') (tensor(22.9746, device='cuda:0')) | > loss_gen: 2.6773810386657715 (2.6108944753962238) | > loss_kl: 1.8168845176696777 (1.7229223612725266) | > loss_feat: 8.03289794921875 (7.546574662050863) | > loss_mel: 19.775815963745117 (19.214474557891602) | > loss_duration: 2.1229283809661865 (2.092520362279546) | > loss_1: 34.425907135009766 (33.18738643015466) | > grad_norm_1: tensor(443.3994, device='cuda:0') (tensor(262.7941, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.4255 (0.37926418574776233) | > loader_time: 0.0057 (0.004476329473059949)  --> TIME: 2024-06-10 23:29:10 -- STEP: 279/330 -- GLOBAL_STEP: 152300 | > loss_disc: 2.2341675758361816 (2.2818321737337284) | > loss_disc_real_0: 0.07450108975172043 (0.11511801135155462) | > loss_disc_real_1: 0.21339485049247742 (0.20012949396418847) | > loss_disc_real_2: 0.22282490134239197 (0.21453799221891656) | > loss_disc_real_3: 0.227760910987854 (0.2238617293723595) | > loss_disc_real_4: 0.24835383892059326 (0.21778969418617986) | > loss_disc_real_5: 0.2314135581254959 (0.21025282096478248) | > loss_0: 2.2341675758361816 (2.2818321737337284) | > grad_norm_0: tensor(8.9577, device='cuda:0') (tensor(23.3109, device='cuda:0')) | > loss_gen: 2.787227153778076 (2.605550634390991) | > loss_kl: 1.7221488952636719 (1.7255503926225886) | > loss_feat: 8.075222969055176 (7.5536194821839695) | > loss_mel: 19.92046546936035 (19.186319939124534) | > loss_duration: 2.1711864471435547 (2.1006211025313224) | > loss_1: 34.67625427246094 (33.17166156153528) | > grad_norm_1: tensor(414.8712, device='cuda:0') (tensor(270.4556, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.4399 (0.38387202191096487) | > loader_time: 0.0061 (0.004618266150088295)  --> TIME: 2024-06-10 23:29:22 -- STEP: 304/330 -- GLOBAL_STEP: 152325 | > loss_disc: 2.3495092391967773 (2.2858228557988216) | > loss_disc_real_0: 0.10864203423261642 (0.11583502487720627) | > loss_disc_real_1: 0.2304808795452118 (0.2010530132898375) | > loss_disc_real_2: 0.23997724056243896 (0.21487205117744834) | > loss_disc_real_3: 0.2301694005727768 (0.2239327232696508) | > loss_disc_real_4: 0.19509732723236084 (0.21795837277252422) | > loss_disc_real_5: 0.23987969756126404 (0.21058594675636605) | > loss_0: 2.3495092391967773 (2.2858228557988216) | > grad_norm_0: tensor(8.9956, device='cuda:0') (tensor(24.6535, device='cuda:0')) | > loss_gen: 2.7131295204162598 (2.602678834607725) | > loss_kl: 1.8142248392105103 (1.727715658906259) | > loss_feat: 8.056983947753906 (7.548925421739879) | > loss_mel: 18.877262115478516 (19.131614026270405) | > loss_duration: 2.2336716651916504 (2.1102442870798845) | > loss_1: 33.69527053833008 (33.12117821291875) | > grad_norm_1: tensor(367.2482, device='cuda:0') (tensor(278.8710, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.4794 (0.39031557738780986) | > loader_time: 0.007 (0.004803180694580081)  --> TIME: 2024-06-10 23:29:51 -- STEP: 329/330 -- GLOBAL_STEP: 152350 | > loss_disc: 2.439213275909424 (2.2920065679811046) | > loss_disc_real_0: 0.1546092927455902 (0.11726233251053149) | > loss_disc_real_1: 0.31358540058135986 (0.20179052379174797) | > loss_disc_real_2: 0.18299856781959534 (0.21489654784869278) | > loss_disc_real_3: 0.2033514827489853 (0.22405664197036199) | > loss_disc_real_4: 0.20360857248306274 (0.21817683326618287) | > loss_disc_real_5: 0.25054147839546204 (0.21076425398193233) | > loss_0: 2.439213275909424 (2.2920065679811046) | > grad_norm_0: tensor(9.0469, device='cuda:0') (tensor(25.1587, device='cuda:0')) | > loss_gen: 2.339934825897217 (2.5989013508098098) | > loss_kl: 1.9788501262664795 (1.7383218605105275) | > loss_feat: 11.156529426574707 (7.6400782996760315) | > loss_mel: 19.165430068969727 (19.091013847513402) | > loss_duration: 2.2795143127441406 (2.1232709866526625) | > loss_1: 36.92026138305664 (33.19158631762472) | > grad_norm_1: tensor(194.0749, device='cuda:0') (tensor(284.7450, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 15.1777 (0.44785924160734153) | > loader_time: 0.0357 (0.005290885102060429)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4100584983825684 (2.4100584983825684) | > loss_disc_real_0: 0.1486794650554657 (0.1486794650554657) | > loss_disc_real_1: 0.22543014585971832 (0.22543014585971832) | > loss_disc_real_2: 0.28051894903182983 (0.28051894903182983) | > loss_disc_real_3: 0.2421732246875763 (0.2421732246875763) | > loss_disc_real_4: 0.2989632189273834 (0.2989632189273834) | > loss_disc_real_5: 0.29283037781715393 (0.29283037781715393) | > loss_0: 2.4100584983825684 (2.4100584983825684) | > loss_gen: 2.5465664863586426 (2.5465664863586426) | > loss_kl: 2.144479274749756 (2.144479274749756) | > loss_feat: 4.699479579925537 (4.699479579925537) | > loss_mel: 15.740453720092773 (15.740453720092773) | > loss_duration: 2.719747543334961 (2.719747543334961) | > loss_1: 27.850725173950195 (27.850725173950195)  --> STEP: 1 | > loss_disc: 2.2863242626190186 (2.2863242626190186) | > loss_disc_real_0: 0.09952094405889511 (0.09952094405889511) | > loss_disc_real_1: 0.18593430519104004 (0.18593430519104004) | > loss_disc_real_2: 0.20114277303218842 (0.20114277303218842) | > loss_disc_real_3: 0.1734638512134552 (0.1734638512134552) | > loss_disc_real_4: 0.17385879158973694 (0.17385879158973694) | > loss_disc_real_5: 0.20541690289974213 (0.20541690289974213) | > loss_0: 2.2863242626190186 (2.2863242626190186) | > loss_gen: 2.208927869796753 (2.208927869796753) | > loss_kl: 2.300609827041626 (2.300609827041626) | > loss_feat: 5.428124904632568 (5.428124904632568) | > loss_mel: 17.916837692260742 (17.916837692260742) | > loss_duration: 2.363101005554199 (2.363101005554199) | > loss_1: 30.217601776123047 (30.217601776123047)  --> STEP: 2 | > loss_disc: 2.4920146465301514 (2.389169454574585) | > loss_disc_real_0: 0.1319299340248108 (0.11572543904185295) | > loss_disc_real_1: 0.16377314925193787 (0.17485372722148895) | > loss_disc_real_2: 0.1912730187177658 (0.1962078958749771) | > loss_disc_real_3: 0.24091726541519165 (0.20719055831432343) | > loss_disc_real_4: 0.23600000143051147 (0.2049293965101242) | > loss_disc_real_5: 0.26668286323547363 (0.23604988306760788) | > loss_0: 2.4920146465301514 (2.389169454574585) | > loss_gen: 2.155015230178833 (2.181971549987793) | > loss_kl: 2.0630128383636475 (2.1818113327026367) | > loss_feat: 5.1559038162231445 (5.2920143604278564) | > loss_mel: 22.30392837524414 (20.11038303375244) | > loss_duration: 2.3601622581481934 (2.3616316318511963) | > loss_1: 34.03802490234375 (32.1278133392334)  --> STEP: 3 | > loss_disc: 2.1112844944000244 (2.296541134516398) | > loss_disc_real_0: 0.0763436108827591 (0.10259816298882167) | > loss_disc_real_1: 0.12675116956233978 (0.1588195413351059) | > loss_disc_real_2: 0.15379732847213745 (0.18207104007403055) | > loss_disc_real_3: 0.20878027379512787 (0.20772046347459158) | > loss_disc_real_4: 0.24508880078792572 (0.2183158646027247) | > loss_disc_real_5: 0.24173569679260254 (0.23794515430927277) | > loss_0: 2.1112844944000244 (2.296541134516398) | > loss_gen: 2.4182629585266113 (2.260735352834066) | > loss_kl: 2.2545201778411865 (2.206047614415487) | > loss_feat: 7.960247993469238 (6.18142557144165) | > loss_mel: 19.842832565307617 (20.021199544270832) | > loss_duration: 2.21230411529541 (2.3118557929992676) | > loss_1: 34.688167572021484 (32.98126475016276)  --> STEP: 4 | > loss_disc: 2.3414015769958496 (2.307756245136261) | > loss_disc_real_0: 0.07218847423791885 (0.09499574080109596) | > loss_disc_real_1: 0.2448733001947403 (0.1803329810500145) | > loss_disc_real_2: 0.22160688042640686 (0.19195500016212463) | > loss_disc_real_3: 0.2717268168926239 (0.22372205182909966) | > loss_disc_real_4: 0.2686455249786377 (0.23089827969670296) | > loss_disc_real_5: 0.2948075532913208 (0.2521607540547848) | > loss_0: 2.3414015769958496 (2.307756245136261) | > loss_gen: 2.6489768028259277 (2.3577957153320312) | > loss_kl: 2.284597873687744 (2.225685179233551) | > loss_feat: 7.365278244018555 (6.4773887395858765) | > loss_mel: 17.868932723999023 (19.48313283920288) | > loss_duration: 2.2312560081481934 (2.291705846786499) | > loss_1: 32.39904022216797 (32.83570861816406)  --> STEP: 5 | > loss_disc: 2.433647871017456 (2.3329345703125) | > loss_disc_real_0: 0.10416793823242188 (0.09683018028736115) | > loss_disc_real_1: 0.29448068141937256 (0.2031625211238861) | > loss_disc_real_2: 0.2749762237071991 (0.20855924487113953) | > loss_disc_real_3: 0.25717654824256897 (0.23041295111179352) | > loss_disc_real_4: 0.2973068058490753 (0.24417998492717743) | > loss_disc_real_5: 0.24751806259155273 (0.2512322157621384) | > loss_0: 2.433647871017456 (2.3329345703125) | > loss_gen: 2.6635546684265137 (2.4189475059509276) | > loss_kl: 2.0401558876037598 (2.1885793209075928) | > loss_feat: 6.170076370239258 (6.415926265716553) | > loss_mel: 17.1473445892334 (19.015975189208984) | > loss_duration: 2.329017162322998 (2.299168109893799) | > loss_1: 30.350149154663086 (32.338596725463866)  --> STEP: 6 | > loss_disc: 2.032299518585205 (2.2828287283579507) | > loss_disc_real_0: 0.0804140567779541 (0.09409415970245998) | > loss_disc_real_1: 0.18864426016807556 (0.20074281096458435) | > loss_disc_real_2: 0.25267231464385986 (0.21591142316659293) | > loss_disc_real_3: 0.2658867835998535 (0.23632525652647018) | > loss_disc_real_4: 0.21520234644412994 (0.23935037851333618) | > loss_disc_real_5: 0.17423038184642792 (0.23839857677618662) | > loss_0: 2.032299518585205 (2.2828287283579507) | > loss_gen: 2.855118989944458 (2.4916427532831826) | > loss_kl: 2.220961332321167 (2.193976322809855) | > loss_feat: 7.487503528594971 (6.594522476196289) | > loss_mel: 19.051109313964844 (19.021830876668293) | > loss_duration: 2.0926589965820312 (2.2647499243418374) | > loss_1: 33.70735168457031 (32.566722551981606)  --> STEP: 7 | > loss_disc: 1.976275086402893 (2.2390353509358) | > loss_disc_real_0: 0.0878210961818695 (0.09319800777094704) | > loss_disc_real_1: 0.1856060028076172 (0.19858040979930333) | > loss_disc_real_2: 0.20435278117656708 (0.2142601885965892) | > loss_disc_real_3: 0.2360074818134308 (0.23627986013889313) | > loss_disc_real_4: 0.27470120787620544 (0.24440049699374608) | > loss_disc_real_5: 0.23261074721813202 (0.2375717439821788) | > loss_0: 1.976275086402893 (2.2390353509358) | > loss_gen: 3.0175933837890625 (2.5667785576411655) | > loss_kl: 3.5416996479034424 (2.3865082263946533) | > loss_feat: 7.573955535888672 (6.734441484723773) | > loss_mel: 19.867136001586914 (19.142588751656668) | > loss_duration: 2.405649185180664 (2.2848783901759555) | > loss_1: 36.406036376953125 (33.11519595554897)  --> STEP: 8 | > loss_disc: 2.5654072761535645 (2.2798318415880203) | > loss_disc_real_0: 0.11127737909555435 (0.09545792918652296) | > loss_disc_real_1: 0.2138436734676361 (0.20048831775784492) | > loss_disc_real_2: 0.20325158536434174 (0.2128841131925583) | > loss_disc_real_3: 0.27176788449287415 (0.24071586318314075) | > loss_disc_real_4: 0.2675339877605438 (0.2472921833395958) | > loss_disc_real_5: 0.2590859830379486 (0.24026102386415005) | > loss_0: 2.5654072761535645 (2.2798318415880203) | > loss_gen: 2.108985662460327 (2.509554445743561) | > loss_kl: 2.2203614711761475 (2.36573988199234) | > loss_feat: 5.6012773513793945 (6.592795968055725) | > loss_mel: 15.791890144348145 (18.723751425743103) | > loss_duration: 2.166964292526245 (2.270139127969742) | > loss_1: 27.88947868347168 (32.46198129653931)  --> STEP: 9 | > loss_disc: 2.0173192024230957 (2.2506637705696955) | > loss_disc_real_0: 0.08285621553659439 (0.09405773878097534) | > loss_disc_real_1: 0.11904237419366837 (0.19143876847293642) | > loss_disc_real_2: 0.18448448181152344 (0.20972859859466553) | > loss_disc_real_3: 0.18817557394504547 (0.23487805326779684) | > loss_disc_real_4: 0.18599463999271393 (0.24048134518994224) | > loss_disc_real_5: 0.18062566220760345 (0.2336348725689782) | > loss_0: 2.0173192024230957 (2.2506637705696955) | > loss_gen: 2.472710609436035 (2.5054606861538358) | > loss_kl: 1.93125319480896 (2.317463583416409) | > loss_feat: 9.88494873046875 (6.95859071943495) | > loss_mel: 20.079750061035156 (18.874417940775555) | > loss_duration: 2.1199162006378174 (2.253447691599528) | > loss_1: 36.48857879638672 (32.909381018744575)  --> STEP: 10 | > loss_disc: 2.212397575378418 (2.246837151050568) | > loss_disc_real_0: 0.10546185076236725 (0.09519814997911454) | > loss_disc_real_1: 0.18921050429344177 (0.19121594205498696) | > loss_disc_real_2: 0.23728777468204498 (0.21248451620340347) | > loss_disc_real_3: 0.20343701541423798 (0.23173394948244094) | > loss_disc_real_4: 0.19849732518196106 (0.23628294318914414) | > loss_disc_real_5: 0.13936248421669006 (0.22420763373374938) | > loss_0: 2.212397575378418 (2.246837151050568) | > loss_gen: 2.4968619346618652 (2.5046008110046385) | > loss_kl: 1.9171795845031738 (2.2774351835250854) | > loss_feat: 7.314742088317871 (6.9942058563232425) | > loss_mel: 18.88459014892578 (18.875435161590577) | > loss_duration: 2.3363795280456543 (2.261740875244141) | > loss_1: 32.94975280761719 (32.913418197631835)  --> STEP: 11 | > loss_disc: 2.451540231704712 (2.265446522019126) | > loss_disc_real_0: 0.12303731590509415 (0.09772898324511269) | > loss_disc_real_1: 0.15041889250278473 (0.18750711936842313) | > loss_disc_real_2: 0.3057575225830078 (0.22096388041973114) | > loss_disc_real_3: 0.24149635434150696 (0.23262144083326514) | > loss_disc_real_4: 0.276547908782959 (0.23994339460676367) | > loss_disc_real_5: 0.26657283306121826 (0.22805901549079202) | > loss_0: 2.451540231704712 (2.265446522019126) | > loss_gen: 2.275064706802368 (2.483733892440796) | > loss_kl: 2.102505922317505 (2.261532523415305) | > loss_feat: 5.906906604766846 (6.895360469818115) | > loss_mel: 20.64615249633789 (19.036409464749422) | > loss_duration: 2.3698790073394775 (2.2715716145255347) | > loss_1: 33.30051040649414 (32.9486083984375)  --> STEP: 12 | > loss_disc: 2.277377128601074 (2.2664407392342882) | > loss_disc_real_0: 0.08814889937639236 (0.09693064292271932) | > loss_disc_real_1: 0.21950936317443848 (0.19017397301892439) | > loss_disc_real_2: 0.2385018765926361 (0.22242538010080656) | > loss_disc_real_3: 0.265015572309494 (0.23532095178961754) | > loss_disc_real_4: 0.2756420373916626 (0.24291828150550523) | > loss_disc_real_5: 0.284157395362854 (0.23273388048013052) | > loss_0: 2.277377128601074 (2.2664407392342882) | > loss_gen: 2.8010053634643555 (2.510173181692759) | > loss_kl: 1.7933998107910156 (2.2225214640299478) | > loss_feat: 7.248002529144287 (6.924747308095296) | > loss_mel: 19.87696647644043 (19.10645588239034) | > loss_duration: 2.1669301986694336 (2.262851496537526) | > loss_1: 33.88630676269531 (33.02674992879232)  --> STEP: 13 | > loss_disc: 2.4579882621765137 (2.281175164075998) | > loss_disc_real_0: 0.13955557346343994 (0.10020948373354398) | > loss_disc_real_1: 0.26892441511154175 (0.19623169933374113) | > loss_disc_real_2: 0.18783435225486755 (0.21976453180496508) | > loss_disc_real_3: 0.30704405903816223 (0.24083811388565943) | > loss_disc_real_4: 0.2916092276573181 (0.24666373890179855) | > loss_disc_real_5: 0.3228171765804291 (0.2396633647955381) | > loss_0: 2.4579882621765137 (2.281175164075998) | > loss_gen: 2.6516225337982178 (2.521053901085487) | > loss_kl: 2.2880568504333496 (2.2275626475994406) | > loss_feat: 6.6885881423950195 (6.906581218426044) | > loss_mel: 17.156463623046875 (18.95645647782546) | > loss_duration: 2.1675729751586914 (2.255522379508385) | > loss_1: 30.95230484008789 (32.86717722966121)  --> STEP: 14 | > loss_disc: 2.333883285522461 (2.2849400298936025) | > loss_disc_real_0: 0.08672081679105759 (0.09924600752336639) | > loss_disc_real_1: 0.18444089591503143 (0.19538949908954756) | > loss_disc_real_2: 0.2819920778274536 (0.22420935652085713) | > loss_disc_real_3: 0.2697187662124634 (0.24290101762328828) | > loss_disc_real_4: 0.24533310532569885 (0.24656869364636286) | > loss_disc_real_5: 0.30095240473747253 (0.24404115336281912) | > loss_0: 2.333883285522461 (2.2849400298936025) | > loss_gen: 2.705867290496826 (2.534254857472011) | > loss_kl: 3.025144100189209 (2.2845327513558527) | > loss_feat: 6.338014602661133 (6.865969317299979) | > loss_mel: 21.836679458618164 (19.162186690739222) | > loss_duration: 2.408376693725586 (2.266440544809614) | > loss_1: 36.31407928466797 (33.113384519304546)  --> STEP: 15 | > loss_disc: 2.5317816734313965 (2.301396139462789) | > loss_disc_real_0: 0.25349539518356323 (0.10952930003404618) | > loss_disc_real_1: 0.21031911671161652 (0.19638480693101884) | > loss_disc_real_2: 0.22436748445034027 (0.22421989838282266) | > loss_disc_real_3: 0.27072298526763916 (0.244755815466245) | > loss_disc_real_4: 0.23209309577941895 (0.24560365378856658) | > loss_disc_real_5: 0.3127252757549286 (0.24862009485562642) | > loss_0: 2.5317816734313965 (2.301396139462789) | > loss_gen: 2.520653486251831 (2.5333480993906656) | > loss_kl: 3.0829949378967285 (2.3377635637919107) | > loss_feat: 7.660696506500244 (6.91895112991333) | > loss_mel: 16.51721954345703 (18.985855547587075) | > loss_duration: 2.306224822998047 (2.269092830022176) | > loss_1: 32.08778762817383 (33.04501139322917)  --> STEP: 16 | > loss_disc: 3.069512367248535 (2.349403403699398) | > loss_disc_real_0: 0.25138533115386963 (0.11839530197903514) | > loss_disc_real_1: 0.2650984525680542 (0.20067940978333354) | > loss_disc_real_2: 0.25542426109313965 (0.22617017105221748) | > loss_disc_real_3: 0.24433547258377075 (0.24472954403609037) | > loss_disc_real_4: 0.177942156791687 (0.24137481022626162) | > loss_disc_real_5: 0.23342593014240265 (0.24767045956104994) | > loss_0: 3.069512367248535 (2.349403403699398) | > loss_gen: 1.9569836854934692 (2.497325323522091) | > loss_kl: 2.1873538494110107 (2.3283629566431046) | > loss_feat: 9.288814544677734 (7.067067593336105) | > loss_mel: 16.23457908630371 (18.813900768756866) | > loss_duration: 2.335740566253662 (2.273258313536644) | > loss_1: 32.00347137451172 (32.979915142059326)  --> STEP: 17 | > loss_disc: 2.5688092708587646 (2.362309631179361) | > loss_disc_real_0: 0.10232779383659363 (0.11745015444124446) | > loss_disc_real_1: 0.25524166226387024 (0.20388895404689453) | > loss_disc_real_2: 0.33751600980758667 (0.23271992627312155) | > loss_disc_real_3: 0.24373042583465576 (0.24467077237718246) | > loss_disc_real_4: 0.2718406319618225 (0.24316691738717697) | > loss_disc_real_5: 0.2859167754650116 (0.24992024284951828) | > loss_0: 2.5688092708587646 (2.362309631179361) | > loss_gen: 2.4828035831451416 (2.4964711034999176) | > loss_kl: 2.3388402462005615 (2.3289792677935433) | > loss_feat: 6.324272155761719 (7.023373744067023) | > loss_mel: 17.4083251953125 (18.731219852671902) | > loss_duration: 2.382141590118408 (2.2796632121591007) | > loss_1: 30.936382293701172 (32.859707327450025)  --> STEP: 18 | > loss_disc: 2.5910847187042236 (2.3750193582640753) | > loss_disc_real_0: 0.1229708343744278 (0.11775685888197687) | > loss_disc_real_1: 0.23456509411334991 (0.2055931840505865) | > loss_disc_real_2: 0.15998852252960205 (0.22867929273181492) | > loss_disc_real_3: 0.2905729115009308 (0.2472208912173907) | > loss_disc_real_4: 0.2720814049243927 (0.24477327780591118) | > loss_disc_real_5: 0.23405280709266663 (0.2490387186408043) | > loss_0: 2.5910847187042236 (2.3750193582640753) | > loss_gen: 2.0436012744903564 (2.4713116685549417) | > loss_kl: 3.063063383102417 (2.3697617186440363) | > loss_feat: 6.104682445526123 (6.972335338592529) | > loss_mel: 16.09799575805664 (18.58492962519328) | > loss_duration: 2.2213168144226074 (2.2764217456181846) | > loss_1: 29.53066062927246 (32.674760288662384)  --> STEP: 19 | > loss_disc: 2.1592941284179688 (2.363665398798491) | > loss_disc_real_0: 0.05846937373280525 (0.11463646492675732) | > loss_disc_real_1: 0.13468125462532043 (0.2018609772387304) | > loss_disc_real_2: 0.2237478792667389 (0.22841974465470566) | > loss_disc_real_3: 0.18801411986351013 (0.24410474535666013) | > loss_disc_real_4: 0.16267050802707672 (0.24045207939649882) | > loss_disc_real_5: 0.18738538026809692 (0.24579380609487234) | > loss_0: 2.1592941284179688 (2.363665398798491) | > loss_gen: 2.344109535217285 (2.464616819431907) | > loss_kl: 1.753660798072815 (2.3373353544034456) | > loss_feat: 10.439242362976074 (7.154804129349558) | > loss_mel: 20.885047912597656 (18.705988482425088) | > loss_duration: 2.2988052368164062 (2.2775998241023014) | > loss_1: 37.720863342285156 (32.94034465990568)  --> STEP: 20 | > loss_disc: 2.460578680038452 (2.368511062860489) | > loss_disc_real_0: 0.10536752641201019 (0.11417301800101995) | > loss_disc_real_1: 0.17438571155071259 (0.2004872139543295) | > loss_disc_real_2: 0.24766111373901367 (0.22938181310892106) | > loss_disc_real_3: 0.2751612961292267 (0.24565757289528847) | > loss_disc_real_4: 0.3484620749950409 (0.24585257917642594) | > loss_disc_real_5: 0.2772577404975891 (0.24736700281500817) | > loss_0: 2.460578680038452 (2.368511062860489) | > loss_gen: 2.6313934326171875 (2.4729556500911714) | > loss_kl: 1.7738624811172485 (2.3091617107391356) | > loss_feat: 6.8094987869262695 (7.137538862228394) | > loss_mel: 21.691593170166016 (18.855268716812134) | > loss_duration: 2.336305856704712 (2.280535125732422) | > loss_1: 35.24265670776367 (33.05546026229858)  --> STEP: 21 | > loss_disc: 2.147792339324951 (2.358000647454035) | > loss_disc_real_0: 0.11155721545219421 (0.1140484559748854) | > loss_disc_real_1: 0.19063784182071686 (0.20001819623368128) | > loss_disc_real_2: 0.2449771910905838 (0.2301244501556669) | > loss_disc_real_3: 0.23828433454036713 (0.24530646630695888) | > loss_disc_real_4: 0.1904279738664627 (0.24321331225690387) | > loss_disc_real_5: 0.20110486447811127 (0.2451640438465845) | > loss_0: 2.147792339324951 (2.358000647454035) | > loss_gen: 2.5708649158477783 (2.477617996079581) | > loss_kl: 2.524608612060547 (2.3194210869925365) | > loss_feat: 6.0537004470825195 (7.0859275091262095) | > loss_mel: 16.570659637451172 (18.746477808271134) | > loss_duration: 2.1586456298828125 (2.2747308640252974) | > loss_1: 29.87847900390625 (32.904175440470375)  --> STEP: 22 | > loss_disc: 2.3875725269317627 (2.359344823793932) | > loss_disc_real_0: 0.15617236495018005 (0.11596317911012606) | > loss_disc_real_1: 0.1544206142425537 (0.1979455788704482) | > loss_disc_real_2: 0.1368328332901001 (0.22588392211632294) | > loss_disc_real_3: 0.2477688491344452 (0.24541839279911734) | > loss_disc_real_4: 0.2609541714191437 (0.2440197149460966) | > loss_disc_real_5: 0.2544395923614502 (0.2455856596881693) | > loss_0: 2.3875725269317627 (2.359344823793932) | > loss_gen: 2.393981456756592 (2.4738163352012634) | > loss_kl: 2.197234869003296 (2.313867167993026) | > loss_feat: 8.085262298583984 (7.131351817737926) | > loss_mel: 23.426368713378906 (18.959200122139666) | > loss_duration: 2.174663543701172 (2.27018234946511) | > loss_1: 38.27751159667969 (33.14841799302535)  --> STEP: 23 | > loss_disc: 2.00496768951416 (2.343937122303507) | > loss_disc_real_0: 0.06300348043441772 (0.11366058351553004) | > loss_disc_real_1: 0.17866308987140656 (0.19710720978353335) | > loss_disc_real_2: 0.15290941298007965 (0.2227111173712689) | > loss_disc_real_3: 0.18208986520767212 (0.24266497855601105) | > loss_disc_real_4: 0.1683240383863449 (0.24072859857393347) | > loss_disc_real_5: 0.18647071719169617 (0.2430154447970183) | > loss_0: 2.00496768951416 (2.343937122303507) | > loss_gen: 2.513063430786133 (2.475522730661475) | > loss_kl: 2.524085521697998 (2.3230070964149814) | > loss_feat: 7.781216621398926 (7.159606809201448) | > loss_mel: 18.590576171875 (18.94317299386729) | > loss_duration: 2.228466510772705 (2.268368617348049) | > loss_1: 33.63740921020508 (33.16967848072881)  --> STEP: 24 | > loss_disc: 2.2906653881073 (2.3417174667119984) | > loss_disc_real_0: 0.03211229294538498 (0.11026273807510734) | > loss_disc_real_1: 0.16472147405147552 (0.19575780412803093) | > loss_disc_real_2: 0.15478076040744781 (0.21988068583110967) | > loss_disc_real_3: 0.20428133010864258 (0.24106565987070402) | > loss_disc_real_4: 0.24319636821746826 (0.24083142230908075) | > loss_disc_real_5: 0.23040573298931122 (0.24249004013836384) | > loss_0: 2.2906653881073 (2.3417174667119984) | > loss_gen: 2.287001132965088 (2.467667664090792) | > loss_kl: 2.648963451385498 (2.3365886112054195) | > loss_feat: 7.964498519897461 (7.193143963813782) | > loss_mel: 19.707433700561523 (18.97501718997955) | > loss_duration: 2.4706668853759766 (2.2767977118492126) | > loss_1: 35.07856750488281 (33.249215523401894)  --> STEP: 25 | > loss_disc: 2.5418055057525635 (2.349720988273621) | > loss_disc_real_0: 0.12914268672466278 (0.11101793602108956) | > loss_disc_real_1: 0.17830675840377808 (0.19505976229906083) | > loss_disc_real_2: 0.253683477640152 (0.22123279750347138) | > loss_disc_real_3: 0.2735300660133362 (0.2423642361164093) | > loss_disc_real_4: 0.21779677271842957 (0.2399100363254547) | > loss_disc_real_5: 0.2880904972553253 (0.2443140584230423) | > loss_0: 2.5418055057525635 (2.349720988273621) | > loss_gen: 2.2478818893432617 (2.458876233100891) | > loss_kl: 2.2215147018432617 (2.331985654830933) | > loss_feat: 6.86038875579834 (7.179833755493164) | > loss_mel: 17.681997299194336 (18.92329639434814) | > loss_duration: 2.344662666320801 (2.279512310028076) | > loss_1: 31.3564453125 (33.17350471496582)  --> STEP: 26 | > loss_disc: 2.6049304008483887 (2.3595367349111123) | > loss_disc_real_0: 0.12866178154945374 (0.11169654546448818) | > loss_disc_real_1: 0.23020930588245392 (0.19641166782149902) | > loss_disc_real_2: 0.1699511855840683 (0.21926042781426355) | > loss_disc_real_3: 0.20630785822868347 (0.24097745235149676) | > loss_disc_real_4: 0.16006061434745789 (0.23683890471091637) | > loss_disc_real_5: 0.19581064581871033 (0.24244854255364492) | > loss_0: 2.6049304008483887 (2.3595367349111123) | > loss_gen: 1.8123525381088257 (2.434009937139658) | > loss_kl: 1.9177957773208618 (2.3160552749266996) | > loss_feat: 9.073487281799316 (7.252666583428016) | > loss_mel: 11.098191261291504 (18.6223308123075) | > loss_duration: 2.3009490966796875 (2.280336801822369) | > loss_1: 26.202775955200195 (32.905399762667145) --> EVAL PERFORMANCE | > avg_loader_time: 0.002441598818852352 (-8.193346170278643e-05) | > avg_loss_disc: 2.3595367349111123 (+0.054201149023497486) | > avg_loss_disc_real_0: 0.11169654546448818 (+0.0012911304544944019) | > avg_loss_disc_real_1: 0.19641166782149902 (-0.04836793788350546) | > avg_loss_disc_real_2: 0.21926042781426355 (+0.014580818322988659) | > avg_loss_disc_real_3: 0.24097745235149676 (-0.015317799953314004) | > avg_loss_disc_real_4: 0.23683890471091637 (+0.0257286922289775) | > avg_loss_disc_real_5: 0.24244854255364492 (+0.02602896753412029) | > avg_loss_0: 2.3595367349111123 (+0.054201149023497486) | > avg_loss_gen: 2.434009937139658 (-0.10190270497248655) | > avg_loss_kl: 2.3160552749266996 (+0.05710448668553347) | > avg_loss_feat: 7.252666583428016 (-0.14613180894118116) | > avg_loss_mel: 18.6223308123075 (-1.2813597459059558) | > avg_loss_duration: 2.280336801822369 (-0.002763803188616798) | > avg_loss_1: 32.905399762667145 (-1.4750533470740805)  > EPOCH: 195/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:29:56)   --> TIME: 2024-06-10 23:30:06 -- STEP: 24/330 -- GLOBAL_STEP: 152375 | > loss_disc: 2.282663583755493 (2.2772428393363953) | > loss_disc_real_0: 0.09559666365385056 (0.11079332201431195) | > loss_disc_real_1: 0.1809931844472885 (0.1943921378503243) | > loss_disc_real_2: 0.21255674958229065 (0.21254509190718332) | > loss_disc_real_3: 0.250696063041687 (0.2210461013019085) | > loss_disc_real_4: 0.2727123200893402 (0.22203700554867586) | > loss_disc_real_5: 0.27287039160728455 (0.21564866291979948) | > loss_0: 2.282663583755493 (2.2772428393363953) | > grad_norm_0: tensor(25.2056, device='cuda:0') (tensor(14.0359, device='cuda:0')) | > loss_gen: 2.615614891052246 (2.570810208717982) | > loss_kl: 1.6950304508209229 (1.7102256466945012) | > loss_feat: 7.11535120010376 (7.212844173113505) | > loss_mel: 18.590591430664062 (19.40018510818481) | > loss_duration: 2.0425446033477783 (2.1500306179126096) | > loss_1: 32.05913543701172 (33.044095993041985) | > grad_norm_1: tensor(268.7534, device='cuda:0') (tensor(148.7119, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3481 (0.3458557923634847) | > loader_time: 0.0031 (0.0030889809131622314)  --> TIME: 2024-06-10 23:30:15 -- STEP: 49/330 -- GLOBAL_STEP: 152400 | > loss_disc: 2.444441795349121 (2.2759470647695124) | > loss_disc_real_0: 0.16169241070747375 (0.11132242059221073) | > loss_disc_real_1: 0.1799372136592865 (0.1983378280182274) | > loss_disc_real_2: 0.1923338621854782 (0.2135741403516458) | > loss_disc_real_3: 0.23169447481632233 (0.22349125359739577) | > loss_disc_real_4: 0.22190670669078827 (0.22243987358346276) | > loss_disc_real_5: 0.23415595293045044 (0.21234033636900843) | > loss_0: 2.444441795349121 (2.2759470647695124) | > grad_norm_0: tensor(24.4625, device='cuda:0') (tensor(14.9994, device='cuda:0')) | > loss_gen: 2.271324634552002 (2.589320863996233) | > loss_kl: 1.7419041395187378 (1.7038257924877867) | > loss_feat: 5.980777740478516 (7.329646723611014) | > loss_mel: 17.440196990966797 (19.2504370163898) | > loss_duration: 2.019631862640381 (2.096906435732939) | > loss_1: 29.45383644104004 (32.970136992785385) | > grad_norm_1: tensor(257.9402, device='cuda:0') (tensor(166.3527, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3599 (0.34901393676290715) | > loader_time: 0.0035 (0.0032405318046102717)  --> TIME: 2024-06-10 23:30:24 -- STEP: 74/330 -- GLOBAL_STEP: 152425 | > loss_disc: 2.277768135070801 (2.2886548300047185) | > loss_disc_real_0: 0.12408439069986343 (0.11325731722486986) | > loss_disc_real_1: 0.19600388407707214 (0.19841490081838656) | > loss_disc_real_2: 0.22609049081802368 (0.21341295600742907) | > loss_disc_real_3: 0.22247684001922607 (0.22452014926317576) | > loss_disc_real_4: 0.23032481968402863 (0.2225158192418717) | > loss_disc_real_5: 0.1994435340166092 (0.21273869678780838) | > loss_0: 2.277768135070801 (2.2886548300047185) | > grad_norm_0: tensor(8.2403, device='cuda:0') (tensor(15.8913, device='cuda:0')) | > loss_gen: 2.575721025466919 (2.5688048278963245) | > loss_kl: 1.9005532264709473 (1.728226102687217) | > loss_feat: 7.371188640594482 (7.357247984087145) | > loss_mel: 19.543489456176758 (19.285580583520833) | > loss_duration: 1.974344253540039 (2.075729366895316) | > loss_1: 33.36529541015625 (33.01558878615094) | > grad_norm_1: tensor(293.6643, device='cuda:0') (tensor(186.0046, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3639 (0.35302680247538804) | > loader_time: 0.0036 (0.003386549047521643)  --> TIME: 2024-06-10 23:30:34 -- STEP: 99/330 -- GLOBAL_STEP: 152450 | > loss_disc: 2.3714101314544678 (2.29057891681941) | > loss_disc_real_0: 0.09935212135314941 (0.11240549460806028) | > loss_disc_real_1: 0.1932995766401291 (0.1991663228983831) | > loss_disc_real_2: 0.20170597732067108 (0.21310277087519866) | > loss_disc_real_3: 0.23510602116584778 (0.22417397661642594) | > loss_disc_real_4: 0.23226457834243774 (0.2221607340104652) | > loss_disc_real_5: 0.2489788830280304 (0.21354933323884248) | > loss_0: 2.3714101314544678 (2.29057891681941) | > grad_norm_0: tensor(10.1118, device='cuda:0') (tensor(18.1103, device='cuda:0')) | > loss_gen: 2.438438892364502 (2.5710217278413103) | > loss_kl: 1.6294820308685303 (1.7204911732914472) | > loss_feat: 7.5906171798706055 (7.353209442562527) | > loss_mel: 19.563573837280273 (19.179094526502816) | > loss_duration: 2.0593743324279785 (2.0696224106682677) | > loss_1: 33.28148651123047 (32.89343912914547) | > grad_norm_1: tensor(102.3870, device='cuda:0') (tensor(204.8852, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3758 (0.3561509064953735) | > loader_time: 0.0037 (0.0035509894592593415)  --> TIME: 2024-06-10 23:30:43 -- STEP: 124/330 -- GLOBAL_STEP: 152475 | > loss_disc: 2.195678234100342 (2.2916345404040435) | > loss_disc_real_0: 0.06159581243991852 (0.11290232795140435) | > loss_disc_real_1: 0.18188408017158508 (0.19938527792692184) | > loss_disc_real_2: 0.24786938726902008 (0.21385545307590115) | > loss_disc_real_3: 0.23223677277565002 (0.22387563857820728) | > loss_disc_real_4: 0.1899101734161377 (0.221176473123412) | > loss_disc_real_5: 0.20223093032836914 (0.2126400923777011) | > loss_0: 2.195678234100342 (2.2916345404040435) | > grad_norm_0: tensor(7.5248, device='cuda:0') (tensor(18.9509, device='cuda:0')) | > loss_gen: 2.7288551330566406 (2.5718979527873382) | > loss_kl: 1.7993112802505493 (1.7275797465155203) | > loss_feat: 7.881287097930908 (7.339120772577101) | > loss_mel: 19.379072189331055 (19.18110521378055) | > loss_duration: 2.0664443969726562 (2.0689367007824693) | > loss_1: 33.8549690246582 (32.88864026531096) | > grad_norm_1: tensor(244.5346, device='cuda:0') (tensor(226.2688, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.375 (0.3585363318843225) | > loader_time: 0.0039 (0.0036690485092901416)  --> TIME: 2024-06-10 23:30:52 -- STEP: 149/330 -- GLOBAL_STEP: 152500 | > loss_disc: 2.3419251441955566 (2.29280583010424) | > loss_disc_real_0: 0.12363085895776749 (0.11357685708559599) | > loss_disc_real_1: 0.18608172237873077 (0.19887674984915946) | > loss_disc_real_2: 0.17426207661628723 (0.21372342619719922) | > loss_disc_real_3: 0.21650515496730804 (0.22469335344413782) | > loss_disc_real_4: 0.20505878329277039 (0.2206956134146492) | > loss_disc_real_5: 0.20243512094020844 (0.21269788918079147) | > loss_0: 2.3419251441955566 (2.29280583010424) | > grad_norm_0: tensor(46.2992, device='cuda:0') (tensor(20.4134, device='cuda:0')) | > loss_gen: 2.3644073009490967 (2.5849828960111485) | > loss_kl: 1.7052940130233765 (1.7253593070395041) | > loss_feat: 6.8132500648498535 (7.367365664283701) | > loss_mel: 19.712865829467773 (19.205590753747305) | > loss_duration: 2.0833301544189453 (2.069926830746184) | > loss_1: 32.67914581298828 (32.953225411024675) | > grad_norm_1: tensor(142.3688, device='cuda:0') (tensor(240.3114, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3634 (0.36066478850857503) | > loader_time: 0.0041 (0.003769776965147697) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_152500.pth  --> TIME: 2024-06-10 23:31:08 -- STEP: 174/330 -- GLOBAL_STEP: 152525 | > loss_disc: 2.313380718231201 (2.295571287473043) | > loss_disc_real_0: 0.08305434882640839 (0.1131242352441467) | > loss_disc_real_1: 0.161589577794075 (0.1996887468401043) | > loss_disc_real_2: 0.21675945818424225 (0.21399068018828316) | > loss_disc_real_3: 0.2353331446647644 (0.22485216484330167) | > loss_disc_real_4: 0.215718612074852 (0.2204699306481186) | > loss_disc_real_5: 0.2682174742221832 (0.21305540872031245) | > loss_0: 2.313380718231201 (2.295571287473043) | > grad_norm_0: tensor(58.1411, device='cuda:0') (tensor(22.2126, device='cuda:0')) | > loss_gen: 2.52679443359375 (2.590678883695056) | > loss_kl: 1.8025182485580444 (1.7259993827205964) | > loss_feat: 6.908952236175537 (7.396172126134236) | > loss_mel: 19.174654006958008 (19.225202538501254) | > loss_duration: 2.1553597450256348 (2.0730183528757644) | > loss_1: 32.56827926635742 (33.011071238024485) | > grad_norm_1: tensor(385.2118, device='cuda:0') (tensor(251.1729, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3927 (0.36675629533570353) | > loader_time: 0.0047 (0.0039049866555751055)  --> TIME: 2024-06-10 23:31:18 -- STEP: 199/330 -- GLOBAL_STEP: 152550 | > loss_disc: 2.3013429641723633 (2.2976990249288747) | > loss_disc_real_0: 0.1022905483841896 (0.11466007206083542) | > loss_disc_real_1: 0.15245774388313293 (0.19963553480467006) | > loss_disc_real_2: 0.21807792782783508 (0.2142311876742684) | > loss_disc_real_3: 0.2236228883266449 (0.2248162618983331) | > loss_disc_real_4: 0.23464448750019073 (0.22014976693457694) | > loss_disc_real_5: 0.25079041719436646 (0.2124549256048011) | > loss_0: 2.3013429641723633 (2.2976990249288747) | > grad_norm_0: tensor(41.6485, device='cuda:0') (tensor(25.2930, device='cuda:0')) | > loss_gen: 2.4983277320861816 (2.5972744615832775) | > loss_kl: 1.6236796379089355 (1.728317799879678) | > loss_feat: 6.834271430969238 (7.428945922372329) | > loss_mel: 18.787132263183594 (19.203982578450113) | > loss_duration: 2.193190574645996 (2.0791256074330318) | > loss_1: 31.936599731445312 (33.037646346355814) | > grad_norm_1: tensor(399.9421, device='cuda:0') (tensor(270.7674, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3855 (0.37017234126527077) | > loader_time: 0.0046 (0.004005585483570197)  --> TIME: 2024-06-10 23:31:28 -- STEP: 224/330 -- GLOBAL_STEP: 152575 | > loss_disc: 2.222426414489746 (2.2955060399004377) | > loss_disc_real_0: 0.06841389089822769 (0.11554579455072858) | > loss_disc_real_1: 0.2052055448293686 (0.199756113147097) | > loss_disc_real_2: 0.26298025250434875 (0.21423570765182376) | > loss_disc_real_3: 0.20592713356018066 (0.22436939352857216) | > loss_disc_real_4: 0.15972036123275757 (0.21937992563471198) | > loss_disc_real_5: 0.19480742514133453 (0.21227224969438144) | > loss_0: 2.222426414489746 (2.2955060399004377) | > grad_norm_0: tensor(43.2631, device='cuda:0') (tensor(27.2811, device='cuda:0')) | > loss_gen: 2.5113611221313477 (2.600273571908475) | > loss_kl: 1.7941864728927612 (1.7268416902848653) | > loss_feat: 8.005261421203613 (7.453251340559551) | > loss_mel: 18.98853302001953 (19.170678564480376) | > loss_duration: 2.1944785118103027 (2.084574318890062) | > loss_1: 33.49382019042969 (33.035619471754366) | > grad_norm_1: tensor(548.7448, device='cuda:0') (tensor(285.2919, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.3997 (0.3739410936832425) | > loader_time: 0.0052 (0.004118622413703375)  --> TIME: 2024-06-10 23:31:39 -- STEP: 249/330 -- GLOBAL_STEP: 152600 | > loss_disc: 2.3330981731414795 (2.293840786539406) | > loss_disc_real_0: 0.10519971698522568 (0.11582669614249444) | > loss_disc_real_1: 0.15573778748512268 (0.19955531193549375) | > loss_disc_real_2: 0.24263273179531097 (0.21391356787289004) | > loss_disc_real_3: 0.24332000315189362 (0.22411666433495211) | > loss_disc_real_4: 0.23918777704238892 (0.21905660210364314) | > loss_disc_real_5: 0.23356322944164276 (0.21221292270235267) | > loss_0: 2.3330981731414795 (2.293840786539406) | > grad_norm_0: tensor(45.3508, device='cuda:0') (tensor(29.1932, device='cuda:0')) | > loss_gen: 2.4795258045196533 (2.5997789030572984) | > loss_kl: 1.7452197074890137 (1.729992168495454) | > loss_feat: 7.028561592102051 (7.4517758878838105) | > loss_mel: 18.9715633392334 (19.129540378310118) | > loss_duration: 2.144303321838379 (2.0915155846431084) | > loss_1: 32.36917495727539 (33.00260289510092) | > grad_norm_1: tensor(524.8984, device='cuda:0') (tensor(296.5828, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.4237 (0.37825456584792516) | > loader_time: 0.0052 (0.004246429267178578)  --> TIME: 2024-06-10 23:31:50 -- STEP: 274/330 -- GLOBAL_STEP: 152625 | > loss_disc: 2.1700503826141357 (2.2912316009075964) | > loss_disc_real_0: 0.15819376707077026 (0.11591552895405431) | > loss_disc_real_1: 0.1562056690454483 (0.19946366989046987) | > loss_disc_real_2: 0.1861371546983719 (0.21399646295900762) | > loss_disc_real_3: 0.21499605476856232 (0.2238321627361061) | > loss_disc_real_4: 0.20233947038650513 (0.21846899014972423) | > loss_disc_real_5: 0.21827708184719086 (0.21135136392647333) | > loss_0: 2.1700503826141357 (2.2912316009075964) | > grad_norm_0: tensor(29.7715, device='cuda:0') (tensor(28.2573, device='cuda:0')) | > loss_gen: 2.659773349761963 (2.5959355796340615) | > loss_kl: 1.8830422163009644 (1.7342229411549812) | > loss_feat: 7.415121555328369 (7.471799782592885) | > loss_mel: 17.995378494262695 (19.092617480424206) | > loss_duration: 2.174380302429199 (2.098682718120353) | > loss_1: 32.12769317626953 (32.99325842752945) | > grad_norm_1: tensor(225.2408, device='cuda:0') (tensor(294.8109, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.4509 (0.3837138979974452) | > loader_time: 0.0058 (0.004385446980051752)  --> TIME: 2024-06-10 23:32:02 -- STEP: 299/330 -- GLOBAL_STEP: 152650 | > loss_disc: 2.3276097774505615 (2.295248696636594) | > loss_disc_real_0: 0.09142307937145233 (0.11644856725199565) | > loss_disc_real_1: 0.2564251720905304 (0.20001762315481397) | > loss_disc_real_2: 0.17801262438297272 (0.21448272885287487) | > loss_disc_real_3: 0.20892320573329926 (0.22421742113537613) | > loss_disc_real_4: 0.20089082419872284 (0.21893087288607732) | > loss_disc_real_5: 0.18816402554512024 (0.2113190602299361) | > loss_0: 2.3276097774505615 (2.295248696636594) | > grad_norm_0: tensor(12.1043, device='cuda:0') (tensor(27.7508, device='cuda:0')) | > loss_gen: 2.3583641052246094 (2.5922121236156874) | > loss_kl: 1.7019160985946655 (1.7368118643361987) | > loss_feat: 6.9008564949035645 (7.481919401864144) | > loss_mel: 18.62727165222168 (19.069607342365995) | > loss_duration: 2.270063877105713 (2.107951225245679) | > loss_1: 31.85847282409668 (32.98850192194399) | > grad_norm_1: tensor(158.6346, device='cuda:0') (tensor(292.9053, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.4666 (0.3899964488868328) | > loader_time: 0.0063 (0.004537747456477239)  --> TIME: 2024-06-10 23:32:16 -- STEP: 324/330 -- GLOBAL_STEP: 152675 | > loss_disc: 2.2177300453186035 (2.29848916663064) | > loss_disc_real_0: 0.13690362870693207 (0.11757763048610938) | > loss_disc_real_1: 0.17931905388832092 (0.20034345811991766) | > loss_disc_real_2: 0.15651464462280273 (0.21446139328641656) | > loss_disc_real_3: 0.1848943531513214 (0.2239931729380731) | > loss_disc_real_4: 0.20483161509037018 (0.21897266667198262) | > loss_disc_real_5: 0.1967865228652954 (0.21159664095367905) | > loss_0: 2.2177300453186035 (2.29848916663064) | > grad_norm_0: tensor(18.7286, device='cuda:0') (tensor(27.8671, device='cuda:0')) | > loss_gen: 2.722569704055786 (2.589183776466936) | > loss_kl: 1.993139624595642 (1.7429657688847295) | > loss_feat: 10.327142715454102 (7.532893456058738) | > loss_mel: 19.43959617614746 (19.036181338039462) | > loss_duration: 2.301342010498047 (2.120942436986501) | > loss_1: 36.783790588378906 (33.02216675840777) | > grad_norm_1: tensor(488.2614, device='cuda:0') (tensor(298.1374, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.5865 (0.4015475607212676) | > loader_time: 0.0095 (0.0047935070814909735)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.37886118888855 (2.37886118888855) | > loss_disc_real_0: 0.11301485449075699 (0.11301485449075699) | > loss_disc_real_1: 0.19755226373672485 (0.19755226373672485) | > loss_disc_real_2: 0.2552764117717743 (0.2552764117717743) | > loss_disc_real_3: 0.26900291442871094 (0.26900291442871094) | > loss_disc_real_4: 0.2169879823923111 (0.2169879823923111) | > loss_disc_real_5: 0.27511826157569885 (0.27511826157569885) | > loss_0: 2.37886118888855 (2.37886118888855) | > loss_gen: 2.3537838459014893 (2.3537838459014893) | > loss_kl: 2.302635431289673 (2.302635431289673) | > loss_feat: 5.726290702819824 (5.726290702819824) | > loss_mel: 16.896343231201172 (16.896343231201172) | > loss_duration: 2.79565691947937 (2.79565691947937) | > loss_1: 30.074710845947266 (30.074710845947266)  --> STEP: 1 | > loss_disc: 2.324352741241455 (2.324352741241455) | > loss_disc_real_0: 0.09418051689863205 (0.09418051689863205) | > loss_disc_real_1: 0.22574825584888458 (0.22574825584888458) | > loss_disc_real_2: 0.29377904534339905 (0.29377904534339905) | > loss_disc_real_3: 0.33363044261932373 (0.33363044261932373) | > loss_disc_real_4: 0.1996593028306961 (0.1996593028306961) | > loss_disc_real_5: 0.20290251076221466 (0.20290251076221466) | > loss_0: 2.324352741241455 (2.324352741241455) | > loss_gen: 2.5527920722961426 (2.5527920722961426) | > loss_kl: 2.0436975955963135 (2.0436975955963135) | > loss_feat: 5.837940692901611 (5.837940692901611) | > loss_mel: 18.123987197875977 (18.123987197875977) | > loss_duration: 2.3495702743530273 (2.3495702743530273) | > loss_1: 30.907989501953125 (30.907989501953125)  --> STEP: 2 | > loss_disc: 2.096177101135254 (2.2102649211883545) | > loss_disc_real_0: 0.09570756554603577 (0.09494404122233391) | > loss_disc_real_1: 0.3050329387187958 (0.2653905972838402) | > loss_disc_real_2: 0.26542678475379944 (0.27960291504859924) | > loss_disc_real_3: 0.27849429845809937 (0.30606237053871155) | > loss_disc_real_4: 0.2009526640176773 (0.2003059834241867) | > loss_disc_real_5: 0.18602900207042694 (0.1944657564163208) | > loss_0: 2.096177101135254 (2.2102649211883545) | > loss_gen: 3.0565011501312256 (2.804646611213684) | > loss_kl: 2.6602559089660645 (2.351976752281189) | > loss_feat: 7.729804515838623 (6.783872604370117) | > loss_mel: 20.10291290283203 (19.113450050354004) | > loss_duration: 2.403992176055908 (2.3767812252044678) | > loss_1: 35.95346450805664 (33.43072700500488)  --> STEP: 3 | > loss_disc: 1.8140313625335693 (2.0781870683034263) | > loss_disc_real_0: 0.07328478991985321 (0.08772429078817368) | > loss_disc_real_1: 0.19630467891693115 (0.24236195782820383) | > loss_disc_real_2: 0.17121832072734833 (0.2434747169415156) | > loss_disc_real_3: 0.22555780410766602 (0.27922751506169635) | > loss_disc_real_4: 0.19280356168746948 (0.1978051761786143) | > loss_disc_real_5: 0.15718553960323334 (0.18203901747862497) | > loss_0: 1.8140313625335693 (2.0781870683034263) | > loss_gen: 3.163034200668335 (2.924109141031901) | > loss_kl: 3.1602511405944824 (2.62140154838562) | > loss_feat: 8.934653282165527 (7.500799496968587) | > loss_mel: 22.42749786376953 (20.218132654825848) | > loss_duration: 2.2123966217041016 (2.321986357371012) | > loss_1: 39.8978271484375 (35.58642705281576)  --> STEP: 4 | > loss_disc: 1.9722250699996948 (2.0516965687274933) | > loss_disc_real_0: 0.06504309177398682 (0.08205399103462696) | > loss_disc_real_1: 0.19545792043209076 (0.23063594847917557) | > loss_disc_real_2: 0.23986977338790894 (0.24257348105311394) | > loss_disc_real_3: 0.24101218581199646 (0.2696736827492714) | > loss_disc_real_4: 0.19297684729099274 (0.1965980939567089) | > loss_disc_real_5: 0.15680083632469177 (0.17572947219014168) | > loss_0: 1.9722250699996948 (2.0516965687274933) | > loss_gen: 2.6554558277130127 (2.856945812702179) | > loss_kl: 2.3646624088287354 (2.557216763496399) | > loss_feat: 8.057708740234375 (7.640026807785034) | > loss_mel: 19.8757266998291 (20.13253116607666) | > loss_duration: 2.2058582305908203 (2.2929543256759644) | > loss_1: 35.15940856933594 (35.4796724319458)  --> STEP: 5 | > loss_disc: 2.3432562351226807 (2.1100085020065307) | > loss_disc_real_0: 0.15885639190673828 (0.09741447120904922) | > loss_disc_real_1: 0.2681979238986969 (0.23814834356307985) | > loss_disc_real_2: 0.2762080132961273 (0.24930038750171662) | > loss_disc_real_3: 0.23613230884075165 (0.26296540796756745) | > loss_disc_real_4: 0.1439371407032013 (0.1860659033060074) | > loss_disc_real_5: 0.18110497295856476 (0.1768045723438263) | > loss_0: 2.3432562351226807 (2.1100085020065307) | > loss_gen: 2.4027678966522217 (2.7661102294921873) | > loss_kl: 2.1410770416259766 (2.4739888191223143) | > loss_feat: 4.909768581390381 (7.093975162506103) | > loss_mel: 19.03847312927246 (19.91371955871582) | > loss_duration: 2.362360954284668 (2.306835651397705) | > loss_1: 30.854446411132812 (34.5546272277832)  --> STEP: 6 | > loss_disc: 2.4427332878112793 (2.165462632973989) | > loss_disc_real_0: 0.12799395620822906 (0.10251105204224586) | > loss_disc_real_1: 0.2602980136871338 (0.24183995525042215) | > loss_disc_real_2: 0.28372564911842346 (0.25503793110450107) | > loss_disc_real_3: 0.32624340057373047 (0.27351174006859463) | > loss_disc_real_4: 0.2696400582790375 (0.19999492913484573) | > loss_disc_real_5: 0.26190078258514404 (0.19098727405071259) | > loss_0: 2.4427332878112793 (2.165462632973989) | > loss_gen: 2.551604986190796 (2.730359355608622) | > loss_kl: 2.077115297317505 (2.407843232154846) | > loss_feat: 5.378060340881348 (6.8079893589019775) | > loss_mel: 18.82447624206543 (19.732179005940754) | > loss_duration: 2.1016249656677246 (2.2726338704427085) | > loss_1: 30.93288230895996 (33.951003074645996)  --> STEP: 7 | > loss_disc: 2.5286636352539062 (2.2173484904425487) | > loss_disc_real_0: 0.14739900827407837 (0.10892361721822194) | > loss_disc_real_1: 0.3316754400730133 (0.25467359593936373) | > loss_disc_real_2: 0.28162097930908203 (0.2588355094194412) | > loss_disc_real_3: 0.3020293712615967 (0.2775856873818806) | > loss_disc_real_4: 0.24459832906723022 (0.20636684341090067) | > loss_disc_real_5: 0.23622053861618042 (0.19744916898863657) | > loss_0: 2.5286636352539062 (2.2173484904425487) | > loss_gen: 2.5332624912261963 (2.7022026606968472) | > loss_kl: 3.5021440982818604 (2.564171927315848) | > loss_feat: 5.23515510559082 (6.583298751286098) | > loss_mel: 17.654926300048828 (19.435428619384766) | > loss_duration: 2.4193878173828125 (2.2935987200055803) | > loss_1: 31.34487533569336 (33.57869911193848)  --> STEP: 8 | > loss_disc: 2.655285120010376 (2.272090569138527) | > loss_disc_real_0: 0.141567662358284 (0.1130041228607297) | > loss_disc_real_1: 0.23961445689201355 (0.252791203558445) | > loss_disc_real_2: 0.27723273634910583 (0.2611351627856493) | > loss_disc_real_3: 0.24605537950992584 (0.2736443988978863) | > loss_disc_real_4: 0.2264034003019333 (0.20887141302227974) | > loss_disc_real_5: 0.2434907853603363 (0.20320437103509903) | > loss_0: 2.655285120010376 (2.272090569138527) | > loss_gen: 1.9313294887542725 (2.6058435142040253) | > loss_kl: 2.6382040977478027 (2.5734259486198425) | > loss_feat: 3.9735748767852783 (6.2570832669734955) | > loss_mel: 13.736882209777832 (18.7231103181839) | > loss_duration: 2.163086414337158 (2.2772846817970276) | > loss_1: 24.443077087402344 (32.43674635887146)  --> STEP: 9 | > loss_disc: 2.1353914737701416 (2.2569017807642617) | > loss_disc_real_0: 0.11975356936454773 (0.11375406136115392) | > loss_disc_real_1: 0.18300406634807587 (0.24503707720173729) | > loss_disc_real_2: 0.280092716217041 (0.2632415576113595) | > loss_disc_real_3: 0.21325108408927917 (0.2669340305858188) | > loss_disc_real_4: 0.18720990419387817 (0.2064645787080129) | > loss_disc_real_5: 0.232044517993927 (0.20640883180830213) | > loss_0: 2.1353914737701416 (2.2569017807642617) | > loss_gen: 2.7318992614746094 (2.6198497083452015) | > loss_kl: 2.4375293254852295 (2.558326323827108) | > loss_feat: 10.082832336425781 (6.682166496912639) | > loss_mel: 20.06092071533203 (18.871755917867024) | > loss_duration: 2.0963220596313477 (2.257177723778619) | > loss_1: 37.40950393676758 (32.989274978637695)  --> STEP: 10 | > loss_disc: 2.2177696228027344 (2.252988564968109) | > loss_disc_real_0: 0.16209757328033447 (0.11858841255307198) | > loss_disc_real_1: 0.3196343779563904 (0.2524968072772026) | > loss_disc_real_2: 0.2840837240219116 (0.2653257742524147) | > loss_disc_real_3: 0.29838818311691284 (0.27007944583892823) | > loss_disc_real_4: 0.22253230214118958 (0.20807135105133057) | > loss_disc_real_5: 0.1401955634355545 (0.19978750497102737) | > loss_0: 2.2177696228027344 (2.252988564968109) | > loss_gen: 2.838519334793091 (2.6417166709899904) | > loss_kl: 2.0320022106170654 (2.5056939125061035) | > loss_feat: 6.915750026702881 (6.705524849891662) | > loss_mel: 19.597909927368164 (18.94437131881714) | > loss_duration: 2.250640869140625 (2.2565240383148195) | > loss_1: 33.634822845458984 (33.053829765319826)  --> STEP: 11 | > loss_disc: 2.204564332962036 (2.2485863620584663) | > loss_disc_real_0: 0.09786483645439148 (0.11670445108955557) | > loss_disc_real_1: 0.21008774638175964 (0.24864143810488962) | > loss_disc_real_2: 0.2650517523288727 (0.26530086316845636) | > loss_disc_real_3: 0.2627846300601959 (0.2694162807681344) | > loss_disc_real_4: 0.22364194691181183 (0.20948685976591977) | > loss_disc_real_5: 0.25918588042259216 (0.205187357284806) | > loss_0: 2.204564332962036 (2.2485863620584663) | > loss_gen: 2.805850028991699 (2.6566378853537818) | > loss_kl: 2.4518909454345703 (2.5008027336814185) | > loss_feat: 7.636178970336914 (6.79012976993214) | > loss_mel: 19.45515251159668 (18.990805972706188) | > loss_duration: 2.408571243286133 (2.2703465114940298) | > loss_1: 34.75764465332031 (33.20872202786532)  --> STEP: 12 | > loss_disc: 2.140277862548828 (2.2395606537659964) | > loss_disc_real_0: 0.09766624867916107 (0.1151179342220227) | > loss_disc_real_1: 0.2468959242105484 (0.24849597861369452) | > loss_disc_real_2: 0.298735648393631 (0.26808709527055424) | > loss_disc_real_3: 0.21406146883964539 (0.26480337977409363) | > loss_disc_real_4: 0.17131175100803375 (0.2063056007027626) | > loss_disc_real_5: 0.20411057770252228 (0.205097625652949) | > loss_0: 2.140277862548828 (2.2395606537659964) | > loss_gen: 2.856048583984375 (2.673255443572998) | > loss_kl: 2.065814971923828 (2.4645537535349527) | > loss_feat: 7.306760787963867 (6.833182354768117) | > loss_mel: 19.456039428710938 (19.02957542737325) | > loss_duration: 2.1631510257720947 (2.261413554350535) | > loss_1: 33.847816467285156 (33.26197989781698)  --> STEP: 13 | > loss_disc: 2.300650119781494 (2.244259843459496) | > loss_disc_real_0: 0.13741666078567505 (0.11683322088076518) | > loss_disc_real_1: 0.24464058876037598 (0.24819941016343924) | > loss_disc_real_2: 0.24935615062713623 (0.26664625337490666) | > loss_disc_real_3: 0.27149301767349243 (0.2653179673048166) | > loss_disc_real_4: 0.2273423969745636 (0.20792381580059344) | > loss_disc_real_5: 0.21686437726020813 (0.20600276039196894) | > loss_0: 2.300650119781494 (2.244259843459496) | > loss_gen: 2.712414026260376 (2.6762676422412577) | > loss_kl: 2.1841204166412354 (2.4429819583892822) | > loss_feat: 7.437919616699219 (6.879700605685894) | > loss_mel: 17.690937042236328 (18.92660324390118) | > loss_duration: 2.1589159965515137 (2.2535291268275333) | > loss_1: 32.18430709838867 (33.17908199016865)  --> STEP: 14 | > loss_disc: 2.4446959495544434 (2.2585767081805637) | > loss_disc_real_0: 0.09102138131856918 (0.11498951805489403) | > loss_disc_real_1: 0.19482164084911346 (0.24438671235527312) | > loss_disc_real_2: 0.2917252779006958 (0.2684376122696059) | > loss_disc_real_3: 0.29177799820899963 (0.2672079695122583) | > loss_disc_real_4: 0.28803128004074097 (0.21364577753203257) | > loss_disc_real_5: 0.28223171830177307 (0.21144768595695496) | > loss_0: 2.4446959495544434 (2.2585767081805637) | > loss_gen: 2.582554340362549 (2.6695738349642073) | > loss_kl: 2.9478867053985596 (2.479046583175659) | > loss_feat: 6.628432273864746 (6.861752867698669) | > loss_mel: 20.69120216369629 (19.052646023886545) | > loss_duration: 2.41035795211792 (2.2647311857768466) | > loss_1: 35.260433197021484 (33.32774993351528)  --> STEP: 15 | > loss_disc: 2.3719348907470703 (2.266133920351664) | > loss_disc_real_0: 0.20110730826854706 (0.12073070406913758) | > loss_disc_real_1: 0.18160009384155273 (0.24020093778769175) | > loss_disc_real_2: 0.24214015901088715 (0.26668444871902464) | > loss_disc_real_3: 0.23329778015613556 (0.2649472902218501) | > loss_disc_real_4: 0.170120969414711 (0.21074412365754444) | > loss_disc_real_5: 0.1540064960718155 (0.20761827329794566) | > loss_0: 2.3719348907470703 (2.266133920351664) | > loss_gen: 2.541239023208618 (2.661018180847168) | > loss_kl: 2.868121862411499 (2.5049849351247153) | > loss_feat: 11.103364944458008 (7.144527006149292) | > loss_mel: 19.473928451538086 (19.080731519063313) | > loss_duration: 2.28023624420166 (2.265764856338501) | > loss_1: 38.26689147949219 (33.657026036580405)  --> STEP: 16 | > loss_disc: 2.036565065383911 (2.2517858669161797) | > loss_disc_real_0: 0.07241590321063995 (0.11771102901548147) | > loss_disc_real_1: 0.274897038936615 (0.24236944410949945) | > loss_disc_real_2: 0.2372542768716812 (0.2648450629785657) | > loss_disc_real_3: 0.14232535660266876 (0.25728341937065125) | > loss_disc_real_4: 0.13798142969608307 (0.20619645528495312) | > loss_disc_real_5: 0.204046830534935 (0.2073950581252575) | > loss_0: 2.036565065383911 (2.2517858669161797) | > loss_gen: 2.635010242462158 (2.659392684698105) | > loss_kl: 1.9434664249420166 (2.4698900282382965) | > loss_feat: 7.170502662658691 (7.1461504846811295) | > loss_mel: 16.812889099121094 (18.938991367816925) | > loss_duration: 2.4112353324890137 (2.274856761097908) | > loss_1: 30.973102569580078 (33.48928081989288)  --> STEP: 17 | > loss_disc: 2.473565101623535 (2.2648317042519066) | > loss_disc_real_0: 0.18245679140090942 (0.12151960327344782) | > loss_disc_real_1: 0.24176672101020813 (0.24233398980954113) | > loss_disc_real_2: 0.29015257954597473 (0.2663337404237074) | > loss_disc_real_3: 0.29419034719467163 (0.2594544151250054) | > loss_disc_real_4: 0.27171820402145386 (0.21005067579886494) | > loss_disc_real_5: 0.29840287566185 (0.21274845915682175) | > loss_0: 2.473565101623535 (2.2648317042519066) | > loss_gen: 2.587944507598877 (2.6551898507510914) | > loss_kl: 1.5606472492218018 (2.416405158884385) | > loss_feat: 4.870609283447266 (7.012295119902667) | > loss_mel: 19.045150756835938 (18.94523603775922) | > loss_duration: 2.401836633682251 (2.282326165367575) | > loss_1: 30.4661865234375 (33.311451743630805)  --> STEP: 18 | > loss_disc: 2.0417139530181885 (2.252436273627811) | > loss_disc_real_0: 0.11807721108198166 (0.12132835926281081) | > loss_disc_real_1: 0.23503147065639496 (0.24192829430103302) | > loss_disc_real_2: 0.21621720492839813 (0.26354948845174575) | > loss_disc_real_3: 0.16457632184028625 (0.254183409942521) | > loss_disc_real_4: 0.12441403418779373 (0.20529308459824985) | > loss_disc_real_5: 0.10350252687931061 (0.20667924069696003) | > loss_0: 2.0417139530181885 (2.252436273627811) | > loss_gen: 2.95212721824646 (2.671686371167501) | > loss_kl: 2.112482786178589 (2.399520582622952) | > loss_feat: 11.653639793395996 (7.270147601763408) | > loss_mel: 17.048978805541992 (18.83988841374715) | > loss_duration: 2.2282607555389404 (2.279322531488207) | > loss_1: 35.995487213134766 (33.46056482526991)  --> STEP: 19 | > loss_disc: 2.219397783279419 (2.2506974057147375) | > loss_disc_real_0: 0.06475875526666641 (0.11835101168406637) | > loss_disc_real_1: 0.2177916169166565 (0.24065794285975003) | > loss_disc_real_2: 0.21692374348640442 (0.26109550187462255) | > loss_disc_real_3: 0.21873927116394043 (0.25231792895417465) | > loss_disc_real_4: 0.16673831641674042 (0.20326388627290726) | > loss_disc_real_5: 0.19493573904037476 (0.2060611616624029) | > loss_0: 2.219397783279419 (2.2506974057147375) | > loss_gen: 2.342410087585449 (2.654356040452656) | > loss_kl: 1.7144522666931152 (2.36346435546875) | > loss_feat: 9.845993041992188 (7.405718414407027) | > loss_mel: 19.978965759277344 (18.899839852985583) | > loss_duration: 2.282766103744507 (2.279503772133275) | > loss_1: 36.16458511352539 (33.60288168254652)  --> STEP: 20 | > loss_disc: 2.0683348178863525 (2.241579276323318) | > loss_disc_real_0: 0.0789596438407898 (0.11638144329190254) | > loss_disc_real_1: 0.18530724942684174 (0.23789040818810464) | > loss_disc_real_2: 0.2331247627735138 (0.2596969649195671) | > loss_disc_real_3: 0.2721947431564331 (0.2533117696642876) | > loss_disc_real_4: 0.20928174257278442 (0.2035647790879011) | > loss_disc_real_5: 0.2281271368265152 (0.20716446042060851) | > loss_0: 2.0683348178863525 (2.241579276323318) | > loss_gen: 2.6986193656921387 (2.65656920671463) | > loss_kl: 1.8567016124725342 (2.3381262183189393) | > loss_feat: 7.43328332901001 (7.407096660137176) | > loss_mel: 21.511625289916992 (19.030429124832153) | > loss_duration: 2.330441951751709 (2.282050681114197) | > loss_1: 35.83066940307617 (33.714271068573)  --> STEP: 21 | > loss_disc: 2.431828498840332 (2.250638763109843) | > loss_disc_real_0: 0.19429194927215576 (0.12009146738620032) | > loss_disc_real_1: 0.2772691249847412 (0.23976558517842067) | > loss_disc_real_2: 0.33541473746299744 (0.2633025731359209) | > loss_disc_real_3: 0.2885666489601135 (0.25499057344027926) | > loss_disc_real_4: 0.25622251629829407 (0.20607229038363412) | > loss_disc_real_5: 0.1671874225139618 (0.20526079194886343) | > loss_0: 2.431828498840332 (2.250638763109843) | > loss_gen: 2.8781464099884033 (2.6671205021086193) | > loss_kl: 2.859971523284912 (2.36297599474589) | > loss_feat: 7.197920322418213 (7.397135882150559) | > loss_mel: 17.656234741210938 (18.964991297040665) | > loss_duration: 2.103524684906006 (2.273549443199521) | > loss_1: 32.695796966552734 (33.66577230181013)  --> STEP: 22 | > loss_disc: 2.396137237548828 (2.2572523301297966) | > loss_disc_real_0: 0.22112882137298584 (0.12468407438559966) | > loss_disc_real_1: 0.26472601294517517 (0.24090015007690949) | > loss_disc_real_2: 0.2166140228509903 (0.26118036630478775) | > loss_disc_real_3: 0.21017208695411682 (0.25295336950909003) | > loss_disc_real_4: 0.20547431707382202 (0.20604510977864265) | > loss_disc_real_5: 0.18577337265014648 (0.20437500016255813) | > loss_0: 2.396137237548828 (2.2572523301297966) | > loss_gen: 2.4222123622894287 (2.6559883139350196) | > loss_kl: 1.991770625114441 (2.346103023399006) | > loss_feat: 8.349653244018555 (7.440432125871832) | > loss_mel: 20.140907287597656 (19.018442023884162) | > loss_duration: 2.174880027770996 (2.2690644697709517) | > loss_1: 35.07942199707031 (33.73002910614014)  --> STEP: 23 | > loss_disc: 2.27236270904541 (2.257909303126128) | > loss_disc_real_0: 0.22119730710983276 (0.1288803018953489) | > loss_disc_real_1: 0.27747681736946106 (0.24249043995919434) | > loss_disc_real_2: 0.22135773301124573 (0.2594489474659381) | > loss_disc_real_3: 0.33034801483154297 (0.2563183540883271) | > loss_disc_real_4: 0.2370537966489792 (0.2073933135556138) | > loss_disc_real_5: 0.25120535492897034 (0.20641110254370648) | > loss_0: 2.27236270904541 (2.257909303126128) | > loss_gen: 3.048444986343384 (2.6730516475179917) | > loss_kl: 2.2622807025909424 (2.3424585746682207) | > loss_feat: 6.380271911621094 (7.394338203513104) | > loss_mel: 18.760602951049805 (19.007231629413102) | > loss_duration: 2.2336196899414062 (2.2675233923870586) | > loss_1: 32.685218811035156 (33.68460257157035)  --> STEP: 24 | > loss_disc: 2.267289638519287 (2.258300150434176) | > loss_disc_real_0: 0.18978562951087952 (0.13141802387932935) | > loss_disc_real_1: 0.21095040440559387 (0.24117627181112766) | > loss_disc_real_2: 0.19479255378246307 (0.25675493106246) | > loss_disc_real_3: 0.2366052269935608 (0.2554969737927118) | > loss_disc_real_4: 0.1898692548274994 (0.20666314444194236) | > loss_disc_real_5: 0.20007818937301636 (0.2061472311615944) | > loss_0: 2.267289638519287 (2.258300150434176) | > loss_gen: 2.5166728496551514 (2.666535864273707) | > loss_kl: 2.440136194229126 (2.3465284754832587) | > loss_feat: 6.2753400802612305 (7.347713281710942) | > loss_mel: 20.838939666748047 (19.08355279763539) | > loss_duration: 2.408604860305786 (2.2734017868836722) | > loss_1: 34.47969436645508 (33.717731396357216)  --> STEP: 25 | > loss_disc: 2.4705238342285156 (2.2667890977859497) | > loss_disc_real_0: 0.20933063328266144 (0.13453452825546264) | > loss_disc_real_1: 0.2761959433555603 (0.24257705867290497) | > loss_disc_real_2: 0.30038735270500183 (0.2585002279281617) | > loss_disc_real_3: 0.26519259810447693 (0.25588479876518244) | > loss_disc_real_4: 0.24128754436969757 (0.20804812043905258) | > loss_disc_real_5: 0.21442128717899323 (0.20647819340229034) | > loss_0: 2.4705238342285156 (2.2667890977859497) | > loss_gen: 2.5681960582733154 (2.6626022720336913) | > loss_kl: 2.4108712673187256 (2.349102187156677) | > loss_feat: 6.13362979888916 (7.2991499423980715) | > loss_mel: 15.871316909790039 (18.955063362121578) | > loss_duration: 2.3247008323669434 (2.275453748703003) | > loss_1: 29.308713912963867 (33.541370697021485)  --> STEP: 26 | > loss_disc: 2.0602569580078125 (2.258845553948329) | > loss_disc_real_0: 0.07486506551504135 (0.1322395489192926) | > loss_disc_real_1: 0.105985626578331 (0.2373235420538829) | > loss_disc_real_2: 0.13068360090255737 (0.2535842038117923) | > loss_disc_real_3: 0.16180652379989624 (0.2522664035742099) | > loss_disc_real_4: 0.20456477999687195 (0.207914145806661) | > loss_disc_real_5: 0.17984366416931152 (0.20545378843179116) | > loss_0: 2.0602569580078125 (2.258845553948329) | > loss_gen: 2.070997476577759 (2.6398482414392324) | > loss_kl: 1.914560317993164 (2.3323890383426957) | > loss_feat: 8.52330207824707 (7.346232716853802) | > loss_mel: 20.907840728759766 (19.030170183915352) | > loss_duration: 2.3238446712493896 (2.27731493803171) | > loss_1: 35.74054718017578 (33.62595440791203) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023267819331242484 (-0.0001148168857281035) | > avg_loss_disc: 2.258845553948329 (-0.10069118096278329) | > avg_loss_disc_real_0: 0.1322395489192926 (+0.02054300345480442) | > avg_loss_disc_real_1: 0.2373235420538829 (+0.04091187423238388) | > avg_loss_disc_real_2: 0.2535842038117923 (+0.034323775997528755) | > avg_loss_disc_real_3: 0.2522664035742099 (+0.011288951222713117) | > avg_loss_disc_real_4: 0.207914145806661 (-0.02892475890425536) | > avg_loss_disc_real_5: 0.20545378843179116 (-0.03699475412185377) | > avg_loss_0: 2.258845553948329 (-0.10069118096278329) | > avg_loss_gen: 2.6398482414392324 (+0.2058383042995744) | > avg_loss_kl: 2.3323890383426957 (+0.016333763415996128) | > avg_loss_feat: 7.346232716853802 (+0.09356613342578601) | > avg_loss_mel: 19.030170183915352 (+0.407839371607853) | > avg_loss_duration: 2.27731493803171 (-0.0030218637906589407) | > avg_loss_1: 33.62595440791203 (+0.7205546452448885)  > EPOCH: 196/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:32:38)   --> TIME: 2024-06-10 23:32:45 -- STEP: 19/330 -- GLOBAL_STEP: 152700 | > loss_disc: 2.3364031314849854 (2.275531429993479) | > loss_disc_real_0: 0.12776783108711243 (0.11241592937394192) | > loss_disc_real_1: 0.20586948096752167 (0.195356254514895) | > loss_disc_real_2: 0.21827636659145355 (0.21371194014423772) | > loss_disc_real_3: 0.2437945157289505 (0.2234904154350883) | > loss_disc_real_4: 0.2134106457233429 (0.21711044797771856) | > loss_disc_real_5: 0.210613414645195 (0.21240409816566266) | > loss_0: 2.3364031314849854 (2.275531429993479) | > grad_norm_0: tensor(13.8191, device='cuda:0') (tensor(16.4230, device='cuda:0')) | > loss_gen: 2.5478355884552 (2.543445499319779) | > loss_kl: 1.925652265548706 (1.7987197825783177) | > loss_feat: 7.151534557342529 (7.0564980255930045) | > loss_mel: 18.810176849365234 (19.223589345028525) | > loss_duration: 2.0944602489471436 (2.174102231075889) | > loss_1: 32.529659271240234 (32.796354594983555) | > grad_norm_1: tensor(88.1172, device='cuda:0') (tensor(136.4533, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3606 (0.3410276864704333) | > loader_time: 0.0031 (0.0030099341743870787)  --> TIME: 2024-06-10 23:32:54 -- STEP: 44/330 -- GLOBAL_STEP: 152725 | > loss_disc: 2.279737949371338 (2.288610583001917) | > loss_disc_real_0: 0.11996428668498993 (0.11152749322354794) | > loss_disc_real_1: 0.17672763764858246 (0.19921525262973525) | > loss_disc_real_2: 0.2010091245174408 (0.21212957867167212) | > loss_disc_real_3: 0.23013126850128174 (0.22571556202389978) | > loss_disc_real_4: 0.20237131416797638 (0.21829416027123277) | > loss_disc_real_5: 0.20146799087524414 (0.21072157675569708) | > loss_0: 2.279737949371338 (2.288610583001917) | > grad_norm_0: tensor(18.3724, device='cuda:0') (tensor(14.5036, device='cuda:0')) | > loss_gen: 2.547083854675293 (2.5889770009300928) | > loss_kl: 1.7013976573944092 (1.78407975489443) | > loss_feat: 7.973241806030273 (7.354845090345903) | > loss_mel: 19.686323165893555 (19.33396872607144) | > loss_duration: 1.9928423166275024 (2.1036545417525563) | > loss_1: 33.9008903503418 (33.16552487286654) | > grad_norm_1: tensor(187.1701, device='cuda:0') (tensor(155.3998, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3395 (0.34391425956379273) | > loader_time: 0.0033 (0.003171362660147927)  --> TIME: 2024-06-10 23:33:03 -- STEP: 69/330 -- GLOBAL_STEP: 152750 | > loss_disc: 2.2439894676208496 (2.265007343845091) | > loss_disc_real_0: 0.08597815036773682 (0.1108230977602627) | > loss_disc_real_1: 0.22613978385925293 (0.19780787285687268) | > loss_disc_real_2: 0.18714456260204315 (0.2133119503657023) | > loss_disc_real_3: 0.2371632605791092 (0.22219818139421768) | > loss_disc_real_4: 0.20099641382694244 (0.21485347916250644) | > loss_disc_real_5: 0.1700003445148468 (0.20594030748242917) | > loss_0: 2.2439894676208496 (2.265007343845091) | > grad_norm_0: tensor(13.6487, device='cuda:0') (tensor(14.8862, device='cuda:0')) | > loss_gen: 2.6899006366729736 (2.6035439795342046) | > loss_kl: 1.6368334293365479 (1.7778053145477737) | > loss_feat: 8.345562934875488 (7.498079852781434) | > loss_mel: 19.401514053344727 (19.36506940316462) | > loss_duration: 1.9987941980361938 (2.0797963591589452) | > loss_1: 34.07260513305664 (33.32429471223249) | > grad_norm_1: tensor(263.4186, device='cuda:0') (tensor(154.9697, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.353 (0.3492120452549146) | > loader_time: 0.0033 (0.003277014994966811)  --> TIME: 2024-06-10 23:33:12 -- STEP: 94/330 -- GLOBAL_STEP: 152775 | > loss_disc: 2.2834970951080322 (2.2734734555508234) | > loss_disc_real_0: 0.11604201793670654 (0.11144215058773121) | > loss_disc_real_1: 0.19482414424419403 (0.19834119430247774) | > loss_disc_real_2: 0.2393265813589096 (0.21521456603040087) | > loss_disc_real_3: 0.22403888404369354 (0.22375492862564453) | > loss_disc_real_4: 0.2311287373304367 (0.2161191816025592) | > loss_disc_real_5: 0.20028510689735413 (0.20776925077463718) | > loss_0: 2.2834970951080322 (2.2734734555508234) | > grad_norm_0: tensor(6.5915, device='cuda:0') (tensor(15.7488, device='cuda:0')) | > loss_gen: 2.5649077892303467 (2.602197862685995) | > loss_kl: 1.6987236738204956 (1.7768478824737224) | > loss_feat: 6.83887243270874 (7.452203872356009) | > loss_mel: 19.305240631103516 (19.317855997288472) | > loss_duration: 2.0826258659362793 (2.0702914265876116) | > loss_1: 32.4903678894043 (33.219396875259704) | > grad_norm_1: tensor(109.8119, device='cuda:0') (tensor(175.6480, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3738 (0.35125154637275857) | > loader_time: 0.0036 (0.0033602308719716174)  --> TIME: 2024-06-10 23:33:22 -- STEP: 119/330 -- GLOBAL_STEP: 152800 | > loss_disc: 2.3497090339660645 (2.272392290980877) | > loss_disc_real_0: 0.10206273198127747 (0.11102782077148181) | > loss_disc_real_1: 0.20745839178562164 (0.19814778526290125) | > loss_disc_real_2: 0.23853152990341187 (0.21411643559191407) | > loss_disc_real_3: 0.2716001570224762 (0.22364816207344793) | > loss_disc_real_4: 0.2347482293844223 (0.2166432833471218) | > loss_disc_real_5: 0.23331384360790253 (0.20815908558228435) | > loss_0: 2.3497090339660645 (2.272392290980877) | > grad_norm_0: tensor(5.7339, device='cuda:0') (tensor(15.6872, device='cuda:0')) | > loss_gen: 2.7698006629943848 (2.60432486574189) | > loss_kl: 1.8912041187286377 (1.7811790163777454) | > loss_feat: 7.4553327560424805 (7.461518796552129) | > loss_mel: 19.60988426208496 (19.282783796807298) | > loss_duration: 2.0335779190063477 (2.066930894090348) | > loss_1: 33.75979995727539 (33.196737129147316) | > grad_norm_1: tensor(182.7935, device='cuda:0') (tensor(189.3093, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.374 (0.35611038648781657) | > loader_time: 0.0038 (0.0035298631972625477)  --> TIME: 2024-06-10 23:33:32 -- STEP: 144/330 -- GLOBAL_STEP: 152825 | > loss_disc: 2.334928035736084 (2.2812261614534592) | > loss_disc_real_0: 0.16278448700904846 (0.11208441967351569) | > loss_disc_real_1: 0.2200983166694641 (0.1988366881592406) | > loss_disc_real_2: 0.2151024043560028 (0.21391366318696076) | > loss_disc_real_3: 0.23764066398143768 (0.22412957447684473) | > loss_disc_real_4: 0.2166176587343216 (0.21749947126954794) | > loss_disc_real_5: 0.20210513472557068 (0.20898979881571397) | > loss_0: 2.334928035736084 (2.2812261614534592) | > grad_norm_0: tensor(48.3885, device='cuda:0') (tensor(16.5151, device='cuda:0')) | > loss_gen: 2.7386374473571777 (2.598907843232155) | > loss_kl: 1.79757559299469 (1.7772995912366443) | > loss_feat: 7.282652854919434 (7.461218953132629) | > loss_mel: 19.37156105041504 (19.293321318096584) | > loss_duration: 2.0544095039367676 (2.0690946421689453) | > loss_1: 33.24483871459961 (33.19984216160244) | > grad_norm_1: tensor(457.2097, device='cuda:0') (tensor(199.3730, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3985 (0.36128488679726917) | > loader_time: 0.0038 (0.003711261683040195)  --> TIME: 2024-06-10 23:33:42 -- STEP: 169/330 -- GLOBAL_STEP: 152850 | > loss_disc: 2.224273920059204 (2.2851620976036116) | > loss_disc_real_0: 0.07612981647253036 (0.11305391277081868) | > loss_disc_real_1: 0.20501238107681274 (0.19968205558125085) | > loss_disc_real_2: 0.2177601307630539 (0.2139408117567999) | > loss_disc_real_3: 0.22111093997955322 (0.2243213840490262) | > loss_disc_real_4: 0.20555245876312256 (0.2175587353092679) | > loss_disc_real_5: 0.18782898783683777 (0.20954873972743215) | > loss_0: 2.224273920059204 (2.2851620976036116) | > grad_norm_0: tensor(23.1902, device='cuda:0') (tensor(18.3072, device='cuda:0')) | > loss_gen: 2.805025100708008 (2.5980466879331154) | > loss_kl: 1.631364107131958 (1.7742633861902903) | > loss_feat: 8.147375106811523 (7.4670473781563125) | > loss_mel: 18.772754669189453 (19.263102164635296) | > loss_duration: 2.0967540740966797 (2.071689571149249) | > loss_1: 33.45327377319336 (33.17414899972768) | > grad_norm_1: tensor(384.3248, device='cuda:0') (tensor(217.1490, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3854 (0.36504277110805183) | > loader_time: 0.0047 (0.0038342193738948663)  --> TIME: 2024-06-10 23:33:52 -- STEP: 194/330 -- GLOBAL_STEP: 152875 | > loss_disc: 2.2698659896850586 (2.283152500378716) | > loss_disc_real_0: 0.09699450433254242 (0.11279086530515828) | > loss_disc_real_1: 0.2044382393360138 (0.19978507347020907) | > loss_disc_real_2: 0.2044542282819748 (0.2145058687814732) | > loss_disc_real_3: 0.24447694420814514 (0.22381361404952316) | > loss_disc_real_4: 0.2297455221414566 (0.2177636246244932) | > loss_disc_real_5: 0.2449098825454712 (0.20951179568607778) | > loss_0: 2.2698659896850586 (2.283152500378716) | > grad_norm_0: tensor(9.4580, device='cuda:0') (tensor(19.0021, device='cuda:0')) | > loss_gen: 2.6699936389923096 (2.6098524848210443) | > loss_kl: 1.655159592628479 (1.7678163088474077) | > loss_feat: 7.455489635467529 (7.494352763461084) | > loss_mel: 19.17530059814453 (19.246595048412843) | > loss_duration: 2.0740725994110107 (2.07651810486292) | > loss_1: 33.0300178527832 (33.19513447751703) | > grad_norm_1: tensor(256.2545, device='cuda:0') (tensor(221.7009, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3904 (0.3678056038532061) | > loader_time: 0.0048 (0.003947888452982165)  --> TIME: 2024-06-10 23:34:02 -- STEP: 219/330 -- GLOBAL_STEP: 152900 | > loss_disc: 2.264434337615967 (2.2909833470436) | > loss_disc_real_0: 0.08178210258483887 (0.11536116816409647) | > loss_disc_real_1: 0.21690583229064941 (0.20130547677000907) | > loss_disc_real_2: 0.17111936211585999 (0.2144935101134592) | > loss_disc_real_3: 0.22806473076343536 (0.2240259846051534) | > loss_disc_real_4: 0.21550944447517395 (0.2180206070071486) | > loss_disc_real_5: 0.18963466584682465 (0.20989370053489456) | > loss_0: 2.264434337615967 (2.2909833470436) | > grad_norm_0: tensor(37.8470, device='cuda:0') (tensor(22.1154, device='cuda:0')) | > loss_gen: 2.348768711090088 (2.6154047408604733) | > loss_kl: 1.8523352146148682 (1.765663035384052) | > loss_feat: 8.516633033752441 (7.533998197616508) | > loss_mel: 19.319568634033203 (19.218384102599263) | > loss_duration: 2.126600742340088 (2.082080817658062) | > loss_1: 34.163909912109375 (33.21553076130067) | > grad_norm_1: tensor(370.3292, device='cuda:0') (tensor(239.2494, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.3962 (0.37088149105577173) | > loader_time: 0.0051 (0.004055420557657878)  --> TIME: 2024-06-10 23:34:12 -- STEP: 244/330 -- GLOBAL_STEP: 152925 | > loss_disc: 2.307643413543701 (2.292654882688992) | > loss_disc_real_0: 0.10318199545145035 (0.11589217814998548) | > loss_disc_real_1: 0.2101638913154602 (0.20138912513607837) | > loss_disc_real_2: 0.22244298458099365 (0.21494375431879623) | > loss_disc_real_3: 0.23322995007038116 (0.2241045769120826) | > loss_disc_real_4: 0.2322499006986618 (0.2182837359485079) | > loss_disc_real_5: 0.22852683067321777 (0.21014638385567505) | > loss_0: 2.307643413543701 (2.292654882688992) | > grad_norm_0: tensor(9.4369, device='cuda:0') (tensor(22.3765, device='cuda:0')) | > loss_gen: 2.460494041442871 (2.608845549528716) | > loss_kl: 1.7508959770202637 (1.7669652627139796) | > loss_feat: 6.6588616371154785 (7.511765130230637) | > loss_mel: 18.64100456237793 (19.1753951447909) | > loss_duration: 2.090897560119629 (2.0891847634901755) | > loss_1: 31.602153778076172 (33.15215573545359) | > grad_norm_1: tensor(195.7148, device='cuda:0') (tensor(242.0358, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.4343 (0.3751059799897867) | > loader_time: 0.0054 (0.004181104605315164)  --> TIME: 2024-06-10 23:34:23 -- STEP: 269/330 -- GLOBAL_STEP: 152950 | > loss_disc: 2.3515191078186035 (2.294650829414453) | > loss_disc_real_0: 0.10146236419677734 (0.11634647674498505) | > loss_disc_real_1: 0.21076799929141998 (0.2013414316571778) | > loss_disc_real_2: 0.20212309062480927 (0.21457312962379596) | > loss_disc_real_3: 0.22452037036418915 (0.2240979851510888) | > loss_disc_real_4: 0.239673912525177 (0.21888108313305227) | > loss_disc_real_5: 0.22013503313064575 (0.21034530104314525) | > loss_0: 2.3515191078186035 (2.294650829414453) | > grad_norm_0: tensor(25.8098, device='cuda:0') (tensor(21.4162, device='cuda:0')) | > loss_gen: 2.48995304107666 (2.601064149331869) | > loss_kl: 1.7825686931610107 (1.7662985209638744) | > loss_feat: 6.944559574127197 (7.510023693169803) | > loss_mel: 18.636037826538086 (19.1465904774719) | > loss_duration: 2.1836485862731934 (2.0955470029306227) | > loss_1: 32.036766052246094 (33.119523697183006) | > grad_norm_1: tensor(176.6946, device='cuda:0') (tensor(235.1887, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.4416 (0.38026158694441) | > loader_time: 0.0064 (0.004341059901014139)  --> TIME: 2024-06-10 23:34:35 -- STEP: 294/330 -- GLOBAL_STEP: 152975 | > loss_disc: 2.302389621734619 (2.29705348874436) | > loss_disc_real_0: 0.12085060030221939 (0.11719580828433945) | > loss_disc_real_1: 0.23518095910549164 (0.20189201598670203) | > loss_disc_real_2: 0.2021704763174057 (0.214292117527553) | > loss_disc_real_3: 0.18990656733512878 (0.22382793114298866) | > loss_disc_real_4: 0.21467460691928864 (0.21886397198754923) | > loss_disc_real_5: 0.20271818339824677 (0.21058758099873856) | > loss_0: 2.302389621734619 (2.29705348874436) | > grad_norm_0: tensor(17.5809, device='cuda:0') (tensor(22.0132, device='cuda:0')) | > loss_gen: 2.547297954559326 (2.5939802669343495) | > loss_kl: 1.7700327634811401 (1.7682209104096809) | > loss_feat: 7.899230003356934 (7.488458497183664) | > loss_mel: 19.0286808013916 (19.08149954737449) | > loss_duration: 2.2318007946014404 (2.104058815102998) | > loss_1: 33.47704315185547 (33.0362178971167) | > grad_norm_1: tensor(289.2108, device='cuda:0') (tensor(245.4345, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.4702 (0.38668821133723896) | > loader_time: 0.0073 (0.004525713369148932)  --> TIME: 2024-06-10 23:34:48 -- STEP: 319/330 -- GLOBAL_STEP: 153000 | > loss_disc: 2.3798372745513916 (2.2955693383949316) | > loss_disc_real_0: 0.19611570239067078 (0.11748731741243769) | > loss_disc_real_1: 0.20191842317581177 (0.2013265290136995) | > loss_disc_real_2: 0.23622114956378937 (0.21407634150645577) | > loss_disc_real_3: 0.2358953356742859 (0.22375530943414634) | > loss_disc_real_4: 0.2515276074409485 (0.21917156235177698) | > loss_disc_real_5: 0.2645399570465088 (0.21060774501027732) | > loss_0: 2.3798372745513916 (2.2955693383949316) | > grad_norm_0: tensor(85.8953, device='cuda:0') (tensor(23.5312, device='cuda:0')) | > loss_gen: 2.5219526290893555 (2.597503731616987) | > loss_kl: 1.9221831560134888 (1.769645045917236) | > loss_feat: 8.053576469421387 (7.526960709251954) | > loss_mel: 18.546524047851562 (19.047655721443206) | > loss_duration: 2.2889604568481445 (2.1167682327073196) | > loss_1: 33.333194732666016 (33.05853332471696) | > grad_norm_1: tensor(326.6602, device='cuda:0') (tensor(257.9478, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.5397 (0.3961850580376893) | > loader_time: 0.0079 (0.004759520946251563) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_153000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.710750102996826 (2.710750102996826) | > loss_disc_real_0: 0.10949914157390594 (0.10949914157390594) | > loss_disc_real_1: 0.23684334754943848 (0.23684334754943848) | > loss_disc_real_2: 0.3049312233924866 (0.3049312233924866) | > loss_disc_real_3: 0.26543739438056946 (0.26543739438056946) | > loss_disc_real_4: 0.25876784324645996 (0.25876784324645996) | > loss_disc_real_5: 0.22252900898456573 (0.22252900898456573) | > loss_0: 2.710750102996826 (2.710750102996826) | > loss_gen: 2.0727391242980957 (2.0727391242980957) | > loss_kl: 1.3078906536102295 (1.3078906536102295) | > loss_feat: 4.6465888023376465 (4.6465888023376465) | > loss_mel: 16.09612274169922 (16.09612274169922) | > loss_duration: 2.752631664276123 (2.752631664276123) | > loss_1: 26.875972747802734 (26.875972747802734)  --> STEP: 1 | > loss_disc: 2.34854793548584 (2.34854793548584) | > loss_disc_real_0: 0.10973834246397018 (0.10973834246397018) | > loss_disc_real_1: 0.15381799638271332 (0.15381799638271332) | > loss_disc_real_2: 0.23765669763088226 (0.23765669763088226) | > loss_disc_real_3: 0.20636498928070068 (0.20636498928070068) | > loss_disc_real_4: 0.19017300009727478 (0.19017300009727478) | > loss_disc_real_5: 0.26089897751808167 (0.26089897751808167) | > loss_0: 2.34854793548584 (2.34854793548584) | > loss_gen: 2.2031545639038086 (2.2031545639038086) | > loss_kl: 2.479379892349243 (2.479379892349243) | > loss_feat: 7.095984935760498 (7.095984935760498) | > loss_mel: 20.087202072143555 (20.087202072143555) | > loss_duration: 2.3811259269714355 (2.3811259269714355) | > loss_1: 34.246849060058594 (34.246849060058594)  --> STEP: 2 | > loss_disc: 2.2508111000061035 (2.2996795177459717) | > loss_disc_real_0: 0.12029215693473816 (0.11501524969935417) | > loss_disc_real_1: 0.17161594331264496 (0.16271696984767914) | > loss_disc_real_2: 0.17417466640472412 (0.2059156820178032) | > loss_disc_real_3: 0.24960678815841675 (0.22798588871955872) | > loss_disc_real_4: 0.2654530704021454 (0.22781303524971008) | > loss_disc_real_5: 0.20747791230678558 (0.23418844491243362) | > loss_0: 2.2508111000061035 (2.2996795177459717) | > loss_gen: 2.4715607166290283 (2.3373576402664185) | > loss_kl: 2.8198626041412354 (2.6496212482452393) | > loss_feat: 6.811854839324951 (6.953919887542725) | > loss_mel: 19.92727279663086 (20.007237434387207) | > loss_duration: 2.4240188598632812 (2.4025723934173584) | > loss_1: 34.45457077026367 (34.35070991516113)  --> STEP: 3 | > loss_disc: 2.106326103210449 (2.2352283795674643) | > loss_disc_real_0: 0.0439222976565361 (0.09131759901841481) | > loss_disc_real_1: 0.1842883676290512 (0.16990743577480316) | > loss_disc_real_2: 0.1379854381084442 (0.1832722673813502) | > loss_disc_real_3: 0.21945598721504211 (0.2251425882180532) | > loss_disc_real_4: 0.18395446240901947 (0.2131935109694799) | > loss_disc_real_5: 0.1552661806344986 (0.2078810234864553) | > loss_0: 2.106326103210449 (2.2352283795674643) | > loss_gen: 2.292377471923828 (2.322364250818888) | > loss_kl: 2.4842967987060547 (2.5945130983988443) | > loss_feat: 7.834738731384277 (7.247526168823242) | > loss_mel: 21.593116760253906 (20.535863876342773) | > loss_duration: 2.2369232177734375 (2.3473560015360513) | > loss_1: 36.44145202636719 (35.04762395222982)  --> STEP: 4 | > loss_disc: 2.344609022140503 (2.262573540210724) | > loss_disc_real_0: 0.11145182698965073 (0.09635115601122379) | > loss_disc_real_1: 0.24594266712665558 (0.18891624361276627) | > loss_disc_real_2: 0.23005403578281403 (0.19496770948171616) | > loss_disc_real_3: 0.20116548240184784 (0.21914831176400185) | > loss_disc_real_4: 0.15689899027347565 (0.19911988079547882) | > loss_disc_real_5: 0.2442752569913864 (0.21697958186268806) | > loss_0: 2.344609022140503 (2.262573540210724) | > loss_gen: 2.2803730964660645 (2.3118664622306824) | > loss_kl: 2.412656307220459 (2.549048900604248) | > loss_feat: 6.448006629943848 (7.0476462841033936) | > loss_mel: 17.473257064819336 (19.770212173461914) | > loss_duration: 2.278843402862549 (2.330227851867676) | > loss_1: 30.89313507080078 (34.00900173187256)  --> STEP: 5 | > loss_disc: 2.2415707111358643 (2.258372974395752) | > loss_disc_real_0: 0.10495654493570328 (0.09807223379611969) | > loss_disc_real_1: 0.2011748105287552 (0.19136795699596404) | > loss_disc_real_2: 0.3023490011692047 (0.21644396781921388) | > loss_disc_real_3: 0.255793958902359 (0.2264774411916733) | > loss_disc_real_4: 0.22790132462978363 (0.20487616956233978) | > loss_disc_real_5: 0.1706722378730774 (0.20771811306476592) | > loss_0: 2.2415707111358643 (2.258372974395752) | > loss_gen: 2.5631768703460693 (2.3621285438537596) | > loss_kl: 1.8459312915802002 (2.4084253787994383) | > loss_feat: 6.239554405212402 (6.886027908325195) | > loss_mel: 19.495649337768555 (19.715299606323242) | > loss_duration: 2.3745627403259277 (2.3390948295593263) | > loss_1: 32.51887512207031 (33.71097640991211)  --> STEP: 6 | > loss_disc: 2.6054511070251465 (2.3162193298339844) | > loss_disc_real_0: 0.12207017093896866 (0.10207188998659451) | > loss_disc_real_1: 0.2115965187549591 (0.19473938395579657) | > loss_disc_real_2: 0.23455946147441864 (0.219463216761748) | > loss_disc_real_3: 0.24189063906669617 (0.2290463075041771) | > loss_disc_real_4: 0.240237295627594 (0.21076969057321548) | > loss_disc_real_5: 0.21800221502780914 (0.20943213005860647) | > loss_0: 2.6054511070251465 (2.3162193298339844) | > loss_gen: 2.0431954860687256 (2.308973034222921) | > loss_kl: 1.9803295135498047 (2.3370760679244995) | > loss_feat: 5.40413761138916 (6.6390461921691895) | > loss_mel: 18.901744842529297 (19.579707145690918) | > loss_duration: 2.0975193977355957 (2.2988322575887046) | > loss_1: 30.42692756652832 (33.16363493601481)  --> STEP: 7 | > loss_disc: 2.031859874725342 (2.27559655053275) | > loss_disc_real_0: 0.0823349729180336 (0.09925233040537153) | > loss_disc_real_1: 0.20240969955921173 (0.195835143327713) | > loss_disc_real_2: 0.19459564983844757 (0.2159107072012765) | > loss_disc_real_3: 0.23034346103668213 (0.2292316151516778) | > loss_disc_real_4: 0.24244451522827148 (0.21529466552393778) | > loss_disc_real_5: 0.18312273919582367 (0.2056736456496375) | > loss_0: 2.031859874725342 (2.27559655053275) | > loss_gen: 2.8965556621551514 (2.3929134096418108) | > loss_kl: 3.16321063041687 (2.4550952911376953) | > loss_feat: 7.456125736236572 (6.755771841321673) | > loss_mel: 19.41254997253418 (19.55582754952567) | > loss_duration: 2.474140167236328 (2.3238762446812222) | > loss_1: 35.402584075927734 (33.48348481314523)  --> STEP: 8 | > loss_disc: 2.0806236267089844 (2.251224935054779) | > loss_disc_real_0: 0.1238064244389534 (0.10232159215956926) | > loss_disc_real_1: 0.1306167095899582 (0.18768283911049366) | > loss_disc_real_2: 0.14289583265781403 (0.2067838478833437) | > loss_disc_real_3: 0.23329707980155945 (0.22973979823291302) | > loss_disc_real_4: 0.1702171415090561 (0.20965997502207756) | > loss_disc_real_5: 0.28274282813072205 (0.21530729345977306) | > loss_0: 2.0806236267089844 (2.251224935054779) | > loss_gen: 2.608842611312866 (2.4199045598506927) | > loss_kl: 2.19331955909729 (2.4223733246326447) | > loss_feat: 9.340421676635742 (7.078853070735931) | > loss_mel: 20.715801239013672 (19.70082426071167) | > loss_duration: 2.195499897003174 (2.307829201221466) | > loss_1: 37.05388259887695 (33.929784536361694)  --> STEP: 9 | > loss_disc: 2.4428367614746094 (2.272515137990316) | > loss_disc_real_0: 0.10896944999694824 (0.10306024303038915) | > loss_disc_real_1: 0.1693429946899414 (0.1856450786193212) | > loss_disc_real_2: 0.17625609040260315 (0.20339187482992807) | > loss_disc_real_3: 0.2279178500175476 (0.22953735954231685) | > loss_disc_real_4: 0.15558554232120514 (0.20365170472198063) | > loss_disc_real_5: 0.23606473207473755 (0.21761367552810246) | > loss_0: 2.4428367614746094 (2.272515137990316) | > loss_gen: 2.256110429763794 (2.4017052120632596) | > loss_kl: 1.7822540998458862 (2.3512489663230047) | > loss_feat: 10.391597747802734 (7.446935812632243) | > loss_mel: 19.6717529296875 (19.697594112820095) | > loss_duration: 2.1339054107666016 (2.28850433561537) | > loss_1: 36.235618591308594 (34.18598832024468)  --> STEP: 10 | > loss_disc: 2.539918899536133 (2.2992555141448974) | > loss_disc_real_0: 0.07991667091846466 (0.1007458858191967) | > loss_disc_real_1: 0.2698124647140503 (0.1940618172287941) | > loss_disc_real_2: 0.29025426506996155 (0.21207811385393144) | > loss_disc_real_3: 0.21319587528705597 (0.22790321111679077) | > loss_disc_real_4: 0.24827109277248383 (0.20811364352703093) | > loss_disc_real_5: 0.28239133954048157 (0.22409144192934036) | > loss_0: 2.539918899536133 (2.2992555141448974) | > loss_gen: 2.2245094776153564 (2.3839856386184692) | > loss_kl: 1.97813880443573 (2.313937950134277) | > loss_feat: 5.414556503295898 (7.243697881698608) | > loss_mel: 16.401569366455078 (19.367991638183593) | > loss_duration: 2.2799453735351562 (2.2876484394073486) | > loss_1: 28.298721313476562 (33.597261619567874)  --> STEP: 11 | > loss_disc: 2.5301764011383057 (2.320248322053389) | > loss_disc_real_0: 0.0548536479473114 (0.09657386419447986) | > loss_disc_real_1: 0.18389049172401428 (0.19313715127381412) | > loss_disc_real_2: 0.22978006303310394 (0.21368738196112894) | > loss_disc_real_3: 0.27400463819503784 (0.23209424994208597) | > loss_disc_real_4: 0.17807120084762573 (0.20538251237435776) | > loss_disc_real_5: 0.17922468483448029 (0.22001264582980762) | > loss_0: 2.5301764011383057 (2.320248322053389) | > loss_gen: 1.8742716312408447 (2.3376480015841397) | > loss_kl: 2.008488178253174 (2.2861697890541772) | > loss_feat: 5.123490333557129 (7.050951740958474) | > loss_mel: 17.969318389892578 (19.240839524702594) | > loss_duration: 2.4118528366088867 (2.298939748243852) | > loss_1: 29.387420654296875 (33.214548804543234)  --> STEP: 12 | > loss_disc: 2.5257325172424316 (2.3373720049858093) | > loss_disc_real_0: 0.07435408234596252 (0.09472221570710342) | > loss_disc_real_1: 0.27162232995033264 (0.19967758283019066) | > loss_disc_real_2: 0.26605314016342163 (0.21805119514465332) | > loss_disc_real_3: 0.27153244614601135 (0.23538076629241309) | > loss_disc_real_4: 0.2443237155675888 (0.20862761264046034) | > loss_disc_real_5: 0.23569300770759583 (0.22131934265295664) | > loss_0: 2.5257325172424316 (2.3373720049858093) | > loss_gen: 2.2387595176696777 (2.329407294591268) | > loss_kl: 1.8042768239974976 (2.2460120419661207) | > loss_feat: 5.4634528160095215 (6.9186601638793945) | > loss_mel: 19.07733154296875 (19.227213859558105) | > loss_duration: 2.191835880279541 (2.2900144259134927) | > loss_1: 30.775657653808594 (33.011307875315346)  --> STEP: 13 | > loss_disc: 2.344223737716675 (2.337899061349722) | > loss_disc_real_0: 0.11474181711673737 (0.09626218504630603) | > loss_disc_real_1: 0.15662133693695068 (0.19636556391532606) | > loss_disc_real_2: 0.26488280296325684 (0.22165362651531512) | > loss_disc_real_3: 0.20840142667293549 (0.23330543247553018) | > loss_disc_real_4: 0.16268248856067657 (0.2050933723266308) | > loss_disc_real_5: 0.16883772611618042 (0.21728229522705078) | > loss_0: 2.344223737716675 (2.337899061349722) | > loss_gen: 2.108883857727051 (2.3124439532940206) | > loss_kl: 2.2520952224731445 (2.2464799789281993) | > loss_feat: 5.760852336883545 (6.829598023341252) | > loss_mel: 16.693605422973633 (19.032320902897762) | > loss_duration: 2.1503102779388428 (2.279267952992366) | > loss_1: 28.965747833251953 (32.70011094900278)  --> STEP: 14 | > loss_disc: 2.3022255897521973 (2.335350956235613) | > loss_disc_real_0: 0.13889667391777039 (0.09930750567998205) | > loss_disc_real_1: 0.20635557174682617 (0.19707913590329035) | > loss_disc_real_2: 0.27536317706108093 (0.22549002298286983) | > loss_disc_real_3: 0.2722548842430115 (0.2360875361732074) | > loss_disc_real_4: 0.1927364468574524 (0.20421073479311808) | > loss_disc_real_5: 0.18527957797050476 (0.2149963868515832) | > loss_0: 2.3022255897521973 (2.335350956235613) | > loss_gen: 2.526003360748291 (2.327698196683611) | > loss_kl: 3.2468838691711426 (2.317937399659838) | > loss_feat: 6.728536605834961 (6.8223793506622314) | > loss_mel: 19.20175552368164 (19.044423375810897) | > loss_duration: 2.383002519607544 (2.28667756489345) | > loss_1: 34.086181640625 (32.79911599840437)  --> STEP: 15 | > loss_disc: 2.5656301975250244 (2.350702905654907) | > loss_disc_real_0: 0.11313891410827637 (0.10022959957520167) | > loss_disc_real_1: 0.15234439074993134 (0.19409681955973307) | > loss_disc_real_2: 0.1488058716058731 (0.22037774622440337) | > loss_disc_real_3: 0.26170769333839417 (0.23779554665088654) | > loss_disc_real_4: 0.18935362994670868 (0.20322026113669078) | > loss_disc_real_5: 0.24241580069065094 (0.21682434777418771) | > loss_0: 2.5656301975250244 (2.350702905654907) | > loss_gen: 2.0122523307800293 (2.3066684722900392) | > loss_kl: 2.555990695953369 (2.33380761941274) | > loss_feat: 6.379343032836914 (6.792843596140544) | > loss_mel: 21.50676727294922 (19.20857963562012) | > loss_duration: 2.315040349960327 (2.2885684172312417) | > loss_1: 34.76939392089844 (32.93046785990397)  --> STEP: 16 | > loss_disc: 2.320028305053711 (2.3487857431173325) | > loss_disc_real_0: 0.08487482368946075 (0.09926992608234286) | > loss_disc_real_1: 0.30304601788520813 (0.20090614445507526) | > loss_disc_real_2: 0.26651352643966675 (0.22326123248785734) | > loss_disc_real_3: 0.19145354628562927 (0.23489917162805796) | > loss_disc_real_4: 0.16086600720882416 (0.2005731202661991) | > loss_disc_real_5: 0.14241819083690643 (0.21217396296560764) | > loss_0: 2.320028305053711 (2.3487857431173325) | > loss_gen: 2.257291793823242 (2.3035824298858643) | > loss_kl: 2.4999969005584717 (2.3441944494843483) | > loss_feat: 7.533119201660156 (6.839110821485519) | > loss_mel: 18.327869415283203 (19.15353524684906) | > loss_duration: 2.3316781520843506 (2.291262775659561) | > loss_1: 32.949954986572266 (32.93168580532074)  --> STEP: 17 | > loss_disc: 2.617788314819336 (2.3646094238056854) | > loss_disc_real_0: 0.11395414173603058 (0.10013370347373626) | > loss_disc_real_1: 0.23386381566524506 (0.20284483099684997) | > loss_disc_real_2: 0.25104328989982605 (0.22489547115914962) | > loss_disc_real_3: 0.2550947070121765 (0.236087144297712) | > loss_disc_real_4: 0.2582428753376007 (0.20396545879981098) | > loss_disc_real_5: 0.29028934240341187 (0.21676898528547847) | > loss_0: 2.617788314819336 (2.3646094238056854) | > loss_gen: 2.1357638835906982 (2.293710750692031) | > loss_kl: 1.9177908897399902 (2.3191118871464447) | > loss_feat: 5.739633083343506 (6.774435660418342) | > loss_mel: 18.353662490844727 (19.10648390826057) | > loss_duration: 2.3778367042541504 (2.296355359694537) | > loss_1: 30.52468490600586 (32.790097517125744)  --> STEP: 18 | > loss_disc: 2.13388729095459 (2.3517915275361805) | > loss_disc_real_0: 0.06194687634706497 (0.09801221307781008) | > loss_disc_real_1: 0.14054283499717712 (0.19938360899686813) | > loss_disc_real_2: 0.1372753530740738 (0.22002768682108986) | > loss_disc_real_3: 0.20286989212036133 (0.23424174139897028) | > loss_disc_real_4: 0.16966067254543304 (0.20205963734123442) | > loss_disc_real_5: 0.18096767365932465 (0.21478002352846992) | > loss_0: 2.13388729095459 (2.3517915275361805) | > loss_gen: 2.3070783615112305 (2.294453395737542) | > loss_kl: 2.1981067657470703 (2.3123893804020352) | > loss_feat: 9.451766014099121 (6.9231762356228295) | > loss_mel: 21.625144958496094 (19.246409522162544) | > loss_duration: 2.2231216430664062 (2.292286819881863) | > loss_1: 37.80521774291992 (33.06871530744765)  --> STEP: 19 | > loss_disc: 2.3095059394836426 (2.349565970270257) | > loss_disc_real_0: 0.12527276575565338 (0.09944697900822289) | > loss_disc_real_1: 0.20258377492427826 (0.19955203878252128) | > loss_disc_real_2: 0.22762103378772736 (0.22042733666143918) | > loss_disc_real_3: 0.2766423225402832 (0.2364733509327236) | > loss_disc_real_4: 0.20173053443431854 (0.20204231613560727) | > loss_disc_real_5: 0.24332311749458313 (0.21628229163194956) | > loss_0: 2.3095059394836426 (2.349565970270257) | > loss_gen: 2.516939163208008 (2.3061631729728296) | > loss_kl: 1.7739696502685547 (2.2840514998686943) | > loss_feat: 7.920051574707031 (6.975643358732524) | > loss_mel: 19.421953201293945 (19.25564866316946) | > loss_duration: 2.279029607772827 (2.2915890718761243) | > loss_1: 33.91194152832031 (33.113095634862)  --> STEP: 20 | > loss_disc: 2.581505537033081 (2.3611629486083983) | > loss_disc_real_0: 0.160781130194664 (0.10251368656754493) | > loss_disc_real_1: 0.22944599390029907 (0.20104673653841018) | > loss_disc_real_2: 0.2357749342918396 (0.22119471654295922) | > loss_disc_real_3: 0.25204792618751526 (0.2372520796954632) | > loss_disc_real_4: 0.24401472508907318 (0.20414093658328056) | > loss_disc_real_5: 0.2230394184589386 (0.21662014797329904) | > loss_0: 2.581505537033081 (2.3611629486083983) | > loss_gen: 2.176687717437744 (2.2996894001960753) | > loss_kl: 2.295736789703369 (2.284635764360428) | > loss_feat: 5.2880859375 (6.891265487670898) | > loss_mel: 17.70138931274414 (19.177935695648195) | > loss_duration: 2.3105263710021973 (2.292535936832428) | > loss_1: 29.772424697875977 (32.946062088012695)  --> STEP: 21 | > loss_disc: 2.592890977859497 (2.3721976166679744) | > loss_disc_real_0: 0.06782083213329315 (0.10086164588019961) | > loss_disc_real_1: 0.2857055366039276 (0.20507810797010148) | > loss_disc_real_2: 0.22282764315605164 (0.22127247495310648) | > loss_disc_real_3: 0.24948649108409882 (0.23783467071396963) | > loss_disc_real_4: 0.25835368037223816 (0.20672249581132615) | > loss_disc_real_5: 0.2347668707370758 (0.21748427762871697) | > loss_0: 2.592890977859497 (2.3721976166679744) | > loss_gen: 2.079117774963379 (2.2891859894707087) | > loss_kl: 2.4371554851531982 (2.2918986082077026) | > loss_feat: 5.928351402282715 (6.845412435985747) | > loss_mel: 14.336682319641113 (18.947399820600236) | > loss_duration: 2.161259174346924 (2.2862846624283564) | > loss_1: 26.94256591796875 (32.6601813180106)  --> STEP: 22 | > loss_disc: 2.1980483531951904 (2.3642817410555748) | > loss_disc_real_0: 0.058578260242938995 (0.09893967380577867) | > loss_disc_real_1: 0.20227302610874176 (0.20495060424913059) | > loss_disc_real_2: 0.2576395869255066 (0.2229255254973065) | > loss_disc_real_3: 0.2423432618379593 (0.238039606674151) | > loss_disc_real_4: 0.18204189836978912 (0.2056006504730745) | > loss_disc_real_5: 0.197793647646904 (0.21658924899318002) | > loss_0: 2.1980483531951904 (2.3642817410555748) | > loss_gen: 2.4914798736572266 (2.298381166024641) | > loss_kl: 1.8755977153778076 (2.272975840351798) | > loss_feat: 9.544833183288574 (6.968113379044966) | > loss_mel: 19.75459861755371 (18.98409067500721) | > loss_duration: 2.190119504928589 (2.2819135189056396) | > loss_1: 35.856632232666016 (32.80547454140403)  --> STEP: 23 | > loss_disc: 2.293637990951538 (2.361210273659747) | > loss_disc_real_0: 0.10575695335865021 (0.09923607726459918) | > loss_disc_real_1: 0.22267502546310425 (0.2057212312584338) | > loss_disc_real_2: 0.20134612917900085 (0.22198729087477145) | > loss_disc_real_3: 0.30983859300613403 (0.2411613017320633) | > loss_disc_real_4: 0.20280928909778595 (0.20547928693501846) | > loss_disc_real_5: 0.2024623453617096 (0.21597503579181174) | > loss_0: 2.293637990951538 (2.361210273659747) | > loss_gen: 2.434553861618042 (2.304301718006963) | > loss_kl: 2.6117660999298096 (2.2877058516377984) | > loss_feat: 6.276899814605713 (6.938060615373694) | > loss_mel: 18.222179412841797 (18.95096409839132) | > loss_duration: 2.216676950454712 (2.279077146364295) | > loss_1: 31.762075424194336 (32.760109362394914)  --> STEP: 24 | > loss_disc: 2.205367088317871 (2.3547168076038356) | > loss_disc_real_0: 0.07482951134443283 (0.09821913701792558) | > loss_disc_real_1: 0.20876432955265045 (0.20584802702069283) | > loss_disc_real_2: 0.2329082190990448 (0.22244232955078283) | > loss_disc_real_3: 0.16784770786762238 (0.23810656865437826) | > loss_disc_real_4: 0.12739354372024536 (0.2022257143010696) | > loss_disc_real_5: 0.23366661369800568 (0.21671218487123647) | > loss_0: 2.205367088317871 (2.3547168076038356) | > loss_gen: 2.3805506229400635 (2.3074787557125087) | > loss_kl: 2.5783193111419678 (2.2998147457838054) | > loss_feat: 7.871206283569336 (6.976941684881846) | > loss_mel: 16.93659782409668 (18.867032170295712) | > loss_duration: 2.418407678604126 (2.284882585207621) | > loss_1: 32.185081481933594 (32.736149867375694)  --> STEP: 25 | > loss_disc: 2.3044040203094482 (2.35270429611206) | > loss_disc_real_0: 0.06723006814718246 (0.09697957426309585) | > loss_disc_real_1: 0.24086852371692657 (0.20724884688854217) | > loss_disc_real_2: 0.25775229930877686 (0.2238547283411026) | > loss_disc_real_3: 0.2229289710521698 (0.2374994647502899) | > loss_disc_real_4: 0.19573234021663666 (0.20196597933769225) | > loss_disc_real_5: 0.18927101790905 (0.21561453819274903) | > loss_0: 2.3044040203094482 (2.35270429611206) | > loss_gen: 2.4029488563537598 (2.3112975597381586) | > loss_kl: 2.286897897720337 (2.2992980718612666) | > loss_feat: 6.947158336639404 (6.975750350952149) | > loss_mel: 18.427001953125 (18.84943096160888) | > loss_duration: 2.341390609741211 (2.287142906188965) | > loss_1: 32.4053955078125 (32.722919692993166)  --> STEP: 26 | > loss_disc: 2.337210178375244 (2.352108368506798) | > loss_disc_real_0: 0.06030763313174248 (0.09556911498881303) | > loss_disc_real_1: 0.11808998882770538 (0.20381966004004845) | > loss_disc_real_2: 0.10415975749492645 (0.21925107561624968) | > loss_disc_real_3: 0.09923607110977173 (0.23218164191796228) | > loss_disc_real_4: 0.07668761909008026 (0.19714758086663026) | > loss_disc_real_5: 0.1785840392112732 (0.21419028823192304) | > loss_0: 2.337210178375244 (2.352108368506798) | > loss_gen: 1.9529709815979004 (2.2975157682712255) | > loss_kl: 2.3064823150634766 (2.2995743889075055) | > loss_feat: 16.855253219604492 (7.3557312305157) | > loss_mel: 22.579776763916016 (18.992905800159157) | > loss_duration: 2.291238784790039 (2.2873004399813137) | > loss_1: 45.98572540283203 (33.23302760491004) --> EVAL PERFORMANCE | > avg_loader_time: 0.00238503859593318 (+5.825666280893146e-05) | > avg_loss_disc: 2.352108368506798 (+0.09326281455846885) | > avg_loss_disc_real_0: 0.09556911498881303 (-0.03667043393047957) | > avg_loss_disc_real_1: 0.20381966004004845 (-0.033503882013834446) | > avg_loss_disc_real_2: 0.21925107561624968 (-0.03433312819554263) | > avg_loss_disc_real_3: 0.23218164191796228 (-0.02008476165624759) | > avg_loss_disc_real_4: 0.19714758086663026 (-0.010766564940030754) | > avg_loss_disc_real_5: 0.21419028823192304 (+0.008736499800131886) | > avg_loss_0: 2.352108368506798 (+0.09326281455846885) | > avg_loss_gen: 2.2975157682712255 (-0.34233247316800686) | > avg_loss_kl: 2.2995743889075055 (-0.03281464943519019) | > avg_loss_feat: 7.3557312305157 (+0.009498513661898578) | > avg_loss_mel: 18.992905800159157 (-0.03726438375619523) | > avg_loss_duration: 2.2873004399813137 (+0.00998550194960357) | > avg_loss_1: 33.23302760491004 (-0.39292680300199123)  > EPOCH: 197/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:35:17)   --> TIME: 2024-06-10 23:35:23 -- STEP: 14/330 -- GLOBAL_STEP: 153025 | > loss_disc: 2.2298495769500732 (2.310449038233076) | > loss_disc_real_0: 0.1077069640159607 (0.1048826410302094) | > loss_disc_real_1: 0.19446657598018646 (0.20117563435009547) | > loss_disc_real_2: 0.20608371496200562 (0.21127056224005564) | > loss_disc_real_3: 0.2022697925567627 (0.21680361990417754) | > loss_disc_real_4: 0.21697835624217987 (0.2181840134518487) | > loss_disc_real_5: 0.20287643373012543 (0.21041027988706315) | > loss_0: 2.2298495769500732 (2.310449038233076) | > grad_norm_0: tensor(8.7028, device='cuda:0') (tensor(13.0602, device='cuda:0')) | > loss_gen: 2.5869295597076416 (2.509635193007333) | > loss_kl: 1.694447636604309 (1.7703892077718462) | > loss_feat: 7.616586685180664 (6.950800384793963) | > loss_mel: 19.25111961364746 (19.126556124006008) | > loss_duration: 2.1209981441497803 (2.2035287278039117) | > loss_1: 33.27008056640625 (32.560909271240234) | > grad_norm_1: tensor(190.7737, device='cuda:0') (tensor(173.9481, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3417 (0.3449850933892386) | > loader_time: 0.003 (0.0032004458563668387)  --> TIME: 2024-06-10 23:35:32 -- STEP: 39/330 -- GLOBAL_STEP: 153050 | > loss_disc: 2.192333221435547 (2.272333713678213) | > loss_disc_real_0: 0.07659000158309937 (0.10397964524917114) | > loss_disc_real_1: 0.17208530008792877 (0.19683357920402136) | > loss_disc_real_2: 0.19934138655662537 (0.21075254487685668) | > loss_disc_real_3: 0.2206108719110489 (0.22530456116566291) | > loss_disc_real_4: 0.18064925074577332 (0.22005652770017967) | > loss_disc_real_5: 0.19283662736415863 (0.21270155983093458) | > loss_0: 2.192333221435547 (2.272333713678213) | > grad_norm_0: tensor(22.4830, device='cuda:0') (tensor(15.6990, device='cuda:0')) | > loss_gen: 2.6210954189300537 (2.569793487206483) | > loss_kl: 1.748489499092102 (1.7826428474524083) | > loss_feat: 8.029897689819336 (7.267640553987944) | > loss_mel: 19.740253448486328 (19.288518220950397) | > loss_duration: 2.080183267593384 (2.114364489530905) | > loss_1: 34.21992111206055 (33.022959146744164) | > grad_norm_1: tensor(221.2195, device='cuda:0') (tensor(198.6348, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3643 (0.3470704738910382) | > loader_time: 0.0034 (0.003308724134396284)  --> TIME: 2024-06-10 23:35:41 -- STEP: 64/330 -- GLOBAL_STEP: 153075 | > loss_disc: 2.341297149658203 (2.2799431532621375) | > loss_disc_real_0: 0.10043196380138397 (0.10776663373690099) | > loss_disc_real_1: 0.25425490736961365 (0.1989266276359558) | > loss_disc_real_2: 0.24661113321781158 (0.21170227997936308) | > loss_disc_real_3: 0.24790671467781067 (0.22406440996564925) | > loss_disc_real_4: 0.20870564877986908 (0.21985490014776587) | > loss_disc_real_5: 0.19267496466636658 (0.21273858845233917) | > loss_0: 2.341297149658203 (2.2799431532621375) | > grad_norm_0: tensor(14.8999, device='cuda:0') (tensor(15.1219, device='cuda:0')) | > loss_gen: 2.3838367462158203 (2.5689737647771826) | > loss_kl: 1.660320520401001 (1.7621983885765076) | > loss_feat: 6.824450492858887 (7.366474747657776) | > loss_mel: 19.261873245239258 (19.25897437334061) | > loss_duration: 2.0353307723999023 (2.0850278101861477) | > loss_1: 32.165809631347656 (33.041648775339134) | > grad_norm_1: tensor(105.2347, device='cuda:0') (tensor(192.5624, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3721 (0.3489431254565716) | > loader_time: 0.0035 (0.00335032120347023)  --> TIME: 2024-06-10 23:35:50 -- STEP: 89/330 -- GLOBAL_STEP: 153100 | > loss_disc: 2.265120029449463 (2.273970930763845) | > loss_disc_real_0: 0.11721053719520569 (0.10800441881913818) | > loss_disc_real_1: 0.21169190108776093 (0.19920921911684314) | > loss_disc_real_2: 0.20416314899921417 (0.21146912671876758) | > loss_disc_real_3: 0.22668761014938354 (0.22284586024418307) | > loss_disc_real_4: 0.21769028902053833 (0.2191747733381357) | > loss_disc_real_5: 0.1966715008020401 (0.21132289861025436) | > loss_0: 2.265120029449463 (2.273970930763845) | > grad_norm_0: tensor(28.6669, device='cuda:0') (tensor(16.4364, device='cuda:0')) | > loss_gen: 2.5163583755493164 (2.5750356899218607) | > loss_kl: 1.8173463344573975 (1.7634765432122048) | > loss_feat: 7.008899688720703 (7.416534809584029) | > loss_mel: 19.44772720336914 (19.238585118497355) | > loss_duration: 2.0773351192474365 (2.0722416679510913) | > loss_1: 32.86766815185547 (33.06587369254467) | > grad_norm_1: tensor(326.1516, device='cuda:0') (tensor(214.7472, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3527 (0.35147396634134026) | > loader_time: 0.0039 (0.0034744525223635555)  --> TIME: 2024-06-10 23:36:00 -- STEP: 114/330 -- GLOBAL_STEP: 153125 | > loss_disc: 2.321058511734009 (2.2739623868674563) | > loss_disc_real_0: 0.10512156784534454 (0.10791171322527685) | > loss_disc_real_1: 0.23818308115005493 (0.19936174990838035) | > loss_disc_real_2: 0.22863568365573883 (0.21250069507381372) | > loss_disc_real_3: 0.20468373596668243 (0.22299642834747047) | > loss_disc_real_4: 0.22961702942848206 (0.21834843971750192) | > loss_disc_real_5: 0.2096947878599167 (0.21010800189616388) | > loss_0: 2.321058511734009 (2.2739623868674563) | > grad_norm_0: tensor(11.6650, device='cuda:0') (tensor(17.0414, device='cuda:0')) | > loss_gen: 2.4745123386383057 (2.5819755708962155) | > loss_kl: 1.753480076789856 (1.7662594715754192) | > loss_feat: 7.754670143127441 (7.433828257677848) | > loss_mel: 20.06011199951172 (19.235843792296297) | > loss_duration: 2.0687952041625977 (2.0681070444876686) | > loss_1: 34.111568450927734 (33.08601396125661) | > grad_norm_1: tensor(109.5117, device='cuda:0') (tensor(224.9866, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.364 (0.35368210390994437) | > loader_time: 0.0042 (0.0036014381207917865)  --> TIME: 2024-06-10 23:36:09 -- STEP: 139/330 -- GLOBAL_STEP: 153150 | > loss_disc: 2.2342276573181152 (2.2774293611375547) | > loss_disc_real_0: 0.12113610655069351 (0.10891692871026856) | > loss_disc_real_1: 0.2412249743938446 (0.1998343120375983) | > loss_disc_real_2: 0.168867826461792 (0.21312153628833003) | > loss_disc_real_3: 0.19602175056934357 (0.22292803978319647) | > loss_disc_real_4: 0.19391846656799316 (0.21736302671672628) | > loss_disc_real_5: 0.1981414407491684 (0.20966446260325342) | > loss_0: 2.2342276573181152 (2.2774293611375547) | > grad_norm_0: tensor(27.5204, device='cuda:0') (tensor(17.5955, device='cuda:0')) | > loss_gen: 2.9151370525360107 (2.5885054138924577) | > loss_kl: 1.8246972560882568 (1.7545981338555865) | > loss_feat: 7.8270955085754395 (7.445534472842868) | > loss_mel: 19.081451416015625 (19.222276234798294) | > loss_duration: 2.115860939025879 (2.069912389027986) | > loss_1: 33.76424026489258 (33.08082643687297) | > grad_norm_1: tensor(208.7488, device='cuda:0') (tensor(228.5914, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3562 (0.3561595206638035) | > loader_time: 0.0042 (0.003708652455172093)  --> TIME: 2024-06-10 23:36:19 -- STEP: 164/330 -- GLOBAL_STEP: 153175 | > loss_disc: 2.261335849761963 (2.2852736566124894) | > loss_disc_real_0: 0.07374386489391327 (0.11064294171406001) | > loss_disc_real_1: 0.23162902891635895 (0.19971220767716083) | > loss_disc_real_2: 0.19417640566825867 (0.21413179323440645) | > loss_disc_real_3: 0.2257501631975174 (0.22327215333537356) | > loss_disc_real_4: 0.21540644764900208 (0.21812796065720116) | > loss_disc_real_5: 0.23057971894741058 (0.21124186821100188) | > loss_0: 2.261335849761963 (2.2852736566124894) | > grad_norm_0: tensor(21.4224, device='cuda:0') (tensor(19.6816, device='cuda:0')) | > loss_gen: 2.603276252746582 (2.587409109604068) | > loss_kl: 1.9364439249038696 (1.7606727546308099) | > loss_feat: 8.003948211669922 (7.447090445495233) | > loss_mel: 19.79271697998047 (19.271061118056142) | > loss_duration: 2.1360654830932617 (2.0703760748956253) | > loss_1: 34.472450256347656 (33.136609368207985) | > grad_norm_1: tensor(324.7192, device='cuda:0') (tensor(242.1610, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3784 (0.3595223019762738) | > loader_time: 0.0049 (0.0038216026817880027)  --> TIME: 2024-06-10 23:36:28 -- STEP: 189/330 -- GLOBAL_STEP: 153200 | > loss_disc: 2.1001548767089844 (2.285846928440073) | > loss_disc_real_0: 0.07422313094139099 (0.1112264155277184) | > loss_disc_real_1: 0.16783492267131805 (0.20086330963821009) | > loss_disc_real_2: 0.17790500819683075 (0.21416423796976686) | > loss_disc_real_3: 0.22321133315563202 (0.22331632839308846) | > loss_disc_real_4: 0.1954735666513443 (0.2177378191519036) | > loss_disc_real_5: 0.21614854037761688 (0.2110126441906369) | > loss_0: 2.1001548767089844 (2.285846928440073) | > grad_norm_0: tensor(40.3189, device='cuda:0') (tensor(21.7319, device='cuda:0')) | > loss_gen: 3.126339912414551 (2.593693189520054) | > loss_kl: 1.821993350982666 (1.757280463264102) | > loss_feat: 7.91264533996582 (7.442088914295984) | > loss_mel: 19.810720443725586 (19.234336439263892) | > loss_duration: 2.1307709217071533 (2.0757145175227394) | > loss_1: 34.80247116088867 (33.103113416641484) | > grad_norm_1: tensor(561.1843, device='cuda:0') (tensor(259.0423, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3971 (0.36333618971405846) | > loader_time: 0.0047 (0.003965982053645703)  --> TIME: 2024-06-10 23:36:39 -- STEP: 214/330 -- GLOBAL_STEP: 153225 | > loss_disc: 2.30552077293396 (2.2874430819092506) | > loss_disc_real_0: 0.15805011987686157 (0.11209621059351435) | > loss_disc_real_1: 0.23160497844219208 (0.2009560949055948) | > loss_disc_real_2: 0.1974692940711975 (0.21451516045588198) | > loss_disc_real_3: 0.24319012463092804 (0.2237989060650362) | > loss_disc_real_4: 0.2762337625026703 (0.21784269141259593) | > loss_disc_real_5: 0.2693692445755005 (0.21102625347464998) | > loss_0: 2.30552077293396 (2.2874430819092506) | > grad_norm_0: tensor(75.2626, device='cuda:0') (tensor(23.4224, device='cuda:0')) | > loss_gen: 2.744917631149292 (2.600452339537789) | > loss_kl: 1.7567955255508423 (1.7607922331195012) | > loss_feat: 6.5613932609558105 (7.461076589388268) | > loss_mel: 18.59733009338379 (19.20581571632457) | > loss_duration: 2.1789093017578125 (2.081479382292129) | > loss_1: 31.839345932006836 (33.10961610134516) | > grad_norm_1: tensor(338.0646, device='cuda:0') (tensor(266.7783, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.3945 (0.3670346346971031) | > loader_time: 0.0055 (0.004109115244072175)  --> TIME: 2024-06-10 23:36:49 -- STEP: 239/330 -- GLOBAL_STEP: 153250 | > loss_disc: 2.3384664058685303 (2.2832875391429437) | > loss_disc_real_0: 0.1097695529460907 (0.11262357888049661) | > loss_disc_real_1: 0.1950848251581192 (0.2014331484065395) | > loss_disc_real_2: 0.2735683023929596 (0.2144392450110184) | > loss_disc_real_3: 0.2610498368740082 (0.22345175802957065) | > loss_disc_real_4: 0.25719788670539856 (0.21797765934816465) | > loss_disc_real_5: 0.2723980247974396 (0.21058152404040972) | > loss_0: 2.3384664058685303 (2.2832875391429437) | > grad_norm_0: tensor(25.4882, device='cuda:0') (tensor(23.9013, device='cuda:0')) | > loss_gen: 2.6199870109558105 (2.6038484553412906) | > loss_kl: 1.6864184141159058 (1.764538551474216) | > loss_feat: 6.88131046295166 (7.484587653411483) | > loss_mel: 18.74545669555664 (19.166876701131528) | > loss_duration: 2.107466220855713 (2.088652748443089) | > loss_1: 32.04064178466797 (33.10850400405948) | > grad_norm_1: tensor(324.9080, device='cuda:0') (tensor(270.0076, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.4171 (0.37259408519856607) | > loader_time: 0.005 (0.00422422357184119)  --> TIME: 2024-06-10 23:37:00 -- STEP: 264/330 -- GLOBAL_STEP: 153275 | > loss_disc: 2.382955551147461 (2.2860453923543296) | > loss_disc_real_0: 0.1685548722743988 (0.11360412013406555) | > loss_disc_real_1: 0.22474199533462524 (0.20173807780851016) | > loss_disc_real_2: 0.2208264321088791 (0.21428135455106245) | > loss_disc_real_3: 0.21933196485042572 (0.22363968645081375) | > loss_disc_real_4: 0.23107585310935974 (0.21822549351914364) | > loss_disc_real_5: 0.22199973464012146 (0.21034085016810533) | > loss_0: 2.382955551147461 (2.2860453923543296) | > grad_norm_0: tensor(11.8526, device='cuda:0') (tensor(23.0973, device='cuda:0')) | > loss_gen: 2.4997522830963135 (2.5992351752338982) | > loss_kl: 1.7629282474517822 (1.7646002462415984) | > loss_feat: 7.1576313972473145 (7.502509075583833) | > loss_mel: 18.95746612548828 (19.130495172558412) | > loss_duration: 2.1997742652893066 (2.0947396746187463) | > loss_1: 32.577552795410156 (33.0915792060621) | > grad_norm_1: tensor(120.6413, device='cuda:0') (tensor(261.3687, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.4565 (0.3780014731667259) | > loader_time: 0.006 (0.004357353304371691)  --> TIME: 2024-06-10 23:37:12 -- STEP: 289/330 -- GLOBAL_STEP: 153300 | > loss_disc: 2.3805959224700928 (2.2874136012318225) | > loss_disc_real_0: 0.12756553292274475 (0.11400776303608524) | > loss_disc_real_1: 0.20326973497867584 (0.2019187323877968) | > loss_disc_real_2: 0.23554499447345734 (0.21425349221510046) | > loss_disc_real_3: 0.23871466517448425 (0.22322407607182498) | > loss_disc_real_4: 0.26263427734375 (0.2184716176924821) | > loss_disc_real_5: 0.2262643426656723 (0.21052620139707742) | > loss_0: 2.3805959224700928 (2.2874136012318225) | > grad_norm_0: tensor(30.5543, device='cuda:0') (tensor(23.2867, device='cuda:0')) | > loss_gen: 2.5953359603881836 (2.5950587026800656) | > loss_kl: 1.719156265258789 (1.7617823681616864) | > loss_feat: 7.907200813293457 (7.508056718172911) | > loss_mel: 18.62564468383789 (19.08180593206808) | > loss_duration: 2.2429847717285156 (2.1032008959760264) | > loss_1: 33.09032440185547 (33.04990450321185) | > grad_norm_1: tensor(446.3793, device='cuda:0') (tensor(268.4191, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.4567 (0.38406404409441575) | > loader_time: 0.0062 (0.004498984986935521)  --> TIME: 2024-06-10 23:37:25 -- STEP: 314/330 -- GLOBAL_STEP: 153325 | > loss_disc: 2.2921833992004395 (2.2890993166881004) | > loss_disc_real_0: 0.1194235235452652 (0.11461630903753885) | > loss_disc_real_1: 0.2615095376968384 (0.20257346934763495) | > loss_disc_real_2: 0.21264618635177612 (0.21430093026275088) | > loss_disc_real_3: 0.21296124160289764 (0.22325669599186843) | > loss_disc_real_4: 0.22678710520267487 (0.21827568389048244) | > loss_disc_real_5: 0.2387957125902176 (0.210679039169269) | > loss_0: 2.2921833992004395 (2.2890993166881004) | > grad_norm_0: tensor(23.0184, device='cuda:0') (tensor(23.6644, device='cuda:0')) | > loss_gen: 2.6539480686187744 (2.5925011057762584) | > loss_kl: 1.6880369186401367 (1.7592656388404264) | > loss_feat: 8.13985824584961 (7.522247779141566) | > loss_mel: 18.99522590637207 (19.044092585326762) | > loss_duration: 2.2844345569610596 (2.1149151211331585) | > loss_1: 33.76150131225586 (33.0330221030363) | > grad_norm_1: tensor(226.6344, device='cuda:0') (tensor(276.7884, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.5312 (0.39334704541856325) | > loader_time: 0.008 (0.0047072992203341935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.398994207382202 (2.398994207382202) | > loss_disc_real_0: 0.11229965090751648 (0.11229965090751648) | > loss_disc_real_1: 0.22125187516212463 (0.22125187516212463) | > loss_disc_real_2: 0.25074681639671326 (0.25074681639671326) | > loss_disc_real_3: 0.23647330701351166 (0.23647330701351166) | > loss_disc_real_4: 0.21445322036743164 (0.21445322036743164) | > loss_disc_real_5: 0.25202083587646484 (0.25202083587646484) | > loss_0: 2.398994207382202 (2.398994207382202) | > loss_gen: 2.3849329948425293 (2.3849329948425293) | > loss_kl: 2.311328649520874 (2.311328649520874) | > loss_feat: 5.516134738922119 (5.516134738922119) | > loss_mel: 17.45812225341797 (17.45812225341797) | > loss_duration: 2.7659711837768555 (2.7659711837768555) | > loss_1: 30.43648910522461 (30.43648910522461)  --> STEP: 1 | > loss_disc: 2.3420491218566895 (2.3420491218566895) | > loss_disc_real_0: 0.056166693568229675 (0.056166693568229675) | > loss_disc_real_1: 0.11064860224723816 (0.11064860224723816) | > loss_disc_real_2: 0.19951896369457245 (0.19951896369457245) | > loss_disc_real_3: 0.22676023840904236 (0.22676023840904236) | > loss_disc_real_4: 0.27651292085647583 (0.27651292085647583) | > loss_disc_real_5: 0.27341824769973755 (0.27341824769973755) | > loss_0: 2.3420491218566895 (2.3420491218566895) | > loss_gen: 2.3442583084106445 (2.3442583084106445) | > loss_kl: 2.3365373611450195 (2.3365373611450195) | > loss_feat: 6.510334491729736 (6.510334491729736) | > loss_mel: 21.25519371032715 (21.25519371032715) | > loss_duration: 2.352900743484497 (2.352900743484497) | > loss_1: 34.799224853515625 (34.799224853515625)  --> STEP: 2 | > loss_disc: 2.6540422439575195 (2.4980456829071045) | > loss_disc_real_0: 0.1579807996749878 (0.10707374662160873) | > loss_disc_real_1: 0.2260369062423706 (0.16834275424480438) | > loss_disc_real_2: 0.26598984003067017 (0.2327544018626213) | > loss_disc_real_3: 0.2965027093887329 (0.26163147389888763) | > loss_disc_real_4: 0.3582035005092621 (0.31735821068286896) | > loss_disc_real_5: 0.3797985911369324 (0.32660841941833496) | > loss_0: 2.6540422439575195 (2.4980456829071045) | > loss_gen: 2.4848861694335938 (2.414572238922119) | > loss_kl: 1.9891128540039062 (2.162825107574463) | > loss_feat: 5.358278274536133 (5.934306383132935) | > loss_mel: 19.684402465820312 (20.46979808807373) | > loss_duration: 2.3320727348327637 (2.3424867391586304) | > loss_1: 31.848752975463867 (33.323988914489746)  --> STEP: 3 | > loss_disc: 2.053737163543701 (2.3499428431193032) | > loss_disc_real_0: 0.08836579322814941 (0.1008377621571223) | > loss_disc_real_1: 0.24101021885871887 (0.19256524244944254) | > loss_disc_real_2: 0.19238419830799103 (0.21929766734441122) | > loss_disc_real_3: 0.20677654445171356 (0.24334649741649628) | > loss_disc_real_4: 0.18973806500434875 (0.27481816212336224) | > loss_disc_real_5: 0.19269214570522308 (0.28196966151396435) | > loss_0: 2.053737163543701 (2.3499428431193032) | > loss_gen: 2.8922736644744873 (2.573806047439575) | > loss_kl: 2.110766649246216 (2.145472288131714) | > loss_feat: 7.50959587097168 (6.459402879079183) | > loss_mel: 18.633663177490234 (19.85775311787923) | > loss_duration: 2.1994478702545166 (2.2948071161905923) | > loss_1: 33.34574508666992 (33.33124097188314)  --> STEP: 4 | > loss_disc: 2.6557538509368896 (2.4263955950737) | > loss_disc_real_0: 0.15379497408866882 (0.11407706514000893) | > loss_disc_real_1: 0.20997871458530426 (0.19691861048340797) | > loss_disc_real_2: 0.19469678401947021 (0.21314744651317596) | > loss_disc_real_3: 0.3004843592643738 (0.25763096287846565) | > loss_disc_real_4: 0.25603392720222473 (0.27012210339307785) | > loss_disc_real_5: 0.29217514395713806 (0.28452103212475777) | > loss_0: 2.6557538509368896 (2.4263955950737) | > loss_gen: 2.2697339057922363 (2.4977880120277405) | > loss_kl: 2.366879940032959 (2.200824201107025) | > loss_feat: 6.755974292755127 (6.533545732498169) | > loss_mel: 19.89496612548828 (19.867056369781494) | > loss_duration: 2.271622896194458 (2.289011061191559) | > loss_1: 33.55917739868164 (33.388225078582764)  --> STEP: 5 | > loss_disc: 2.1230437755584717 (2.3657252311706545) | > loss_disc_real_0: 0.11498573422431946 (0.11425879895687104) | > loss_disc_real_1: 0.18378154933452606 (0.1942911982536316) | > loss_disc_real_2: 0.18100543320178986 (0.20671904385089873) | > loss_disc_real_3: 0.2066526561975479 (0.2474353015422821) | > loss_disc_real_4: 0.28868260979652405 (0.27383420467376707) | > loss_disc_real_5: 0.1889592558145523 (0.2654086768627167) | > loss_0: 2.1230437755584717 (2.3657252311706545) | > loss_gen: 2.642583131790161 (2.5267470359802244) | > loss_kl: 1.9550769329071045 (2.151674747467041) | > loss_feat: 6.254162311553955 (6.477669048309326) | > loss_mel: 21.346588134765625 (20.16296272277832) | > loss_duration: 2.339956760406494 (2.299200201034546) | > loss_1: 34.538368225097656 (33.61825370788574)  --> STEP: 6 | > loss_disc: 2.4585320949554443 (2.3811930418014526) | > loss_disc_real_0: 0.16883417963981628 (0.12335469573736191) | > loss_disc_real_1: 0.18020488321781158 (0.19194347908099493) | > loss_disc_real_2: 0.18159665167331696 (0.20253197848796844) | > loss_disc_real_3: 0.25302544236183167 (0.2483669916788737) | > loss_disc_real_4: 0.2973267138004303 (0.2777496228615443) | > loss_disc_real_5: 0.22698692977428436 (0.25900505234797794) | > loss_0: 2.4585320949554443 (2.3811930418014526) | > loss_gen: 2.480522632598877 (2.51904296875) | > loss_kl: 2.3380887508392334 (2.1827437480290732) | > loss_feat: 6.941442489624023 (6.554964621861775) | > loss_mel: 17.83504295349121 (19.7749760945638) | > loss_duration: 2.104520797729492 (2.266753633817037) | > loss_1: 31.699617385864258 (33.29848098754883)  --> STEP: 7 | > loss_disc: 2.2342636585235596 (2.360203129904611) | > loss_disc_real_0: 0.11444288492202759 (0.12208157990659986) | > loss_disc_real_1: 0.23151634633541107 (0.19759674583162581) | > loss_disc_real_2: 0.2416423112154007 (0.20811916887760162) | > loss_disc_real_3: 0.19640852510929108 (0.24094435359750474) | > loss_disc_real_4: 0.18562331795692444 (0.2645887221608843) | > loss_disc_real_5: 0.22486363351345062 (0.2541277068001883) | > loss_0: 2.2342636585235596 (2.360203129904611) | > loss_gen: 2.4998185634613037 (2.516296625137329) | > loss_kl: 3.5557851791381836 (2.3788925239018033) | > loss_feat: 6.932175636291504 (6.608851909637451) | > loss_mel: 20.23647689819336 (19.840904780796595) | > loss_duration: 2.4685826301574707 (2.295586347579956) | > loss_1: 35.69283676147461 (33.640531812395366)  --> STEP: 8 | > loss_disc: 2.6171040534973145 (2.3923157453536987) | > loss_disc_real_0: 0.18105849623680115 (0.12945369444787502) | > loss_disc_real_1: 0.22608429193496704 (0.20115768909454346) | > loss_disc_real_2: 0.18985183537006378 (0.2058357521891594) | > loss_disc_real_3: 0.24988560378551483 (0.242062009871006) | > loss_disc_real_4: 0.2171783149242401 (0.2586624212563038) | > loss_disc_real_5: 0.23494203388690948 (0.2517294976860285) | > loss_0: 2.6171040534973145 (2.3923157453536987) | > loss_gen: 2.4294610023498535 (2.5054421722888947) | > loss_kl: 2.489854574203491 (2.392762780189514) | > loss_feat: 8.09239387512207 (6.794294655323029) | > loss_mel: 20.95784568786621 (19.980522394180298) | > loss_duration: 2.1512844562530518 (2.277548611164093) | > loss_1: 36.1208381652832 (33.95057010650635)  --> STEP: 9 | > loss_disc: 2.4173336029052734 (2.3950955073038735) | > loss_disc_real_0: 0.0858071893453598 (0.12460408276981777) | > loss_disc_real_1: 0.20188799500465393 (0.20123883419566685) | > loss_disc_real_2: 0.21391527354717255 (0.2067334767844942) | > loss_disc_real_3: 0.25885292887687683 (0.24392766753832498) | > loss_disc_real_4: 0.2659687101840973 (0.2594742311371697) | > loss_disc_real_5: 0.24303698539733887 (0.2507636629872852) | > loss_0: 2.4173336029052734 (2.3950955073038735) | > loss_gen: 2.2628602981567383 (2.478488630718655) | > loss_kl: 2.2567665576934814 (2.377652088801066) | > loss_feat: 7.365876197814941 (6.857803715599908) | > loss_mel: 20.020065307617188 (19.98491605122884) | > loss_duration: 2.1242666244506836 (2.2605172793070474) | > loss_1: 34.02983474731445 (33.95937728881836)  --> STEP: 10 | > loss_disc: 2.217715263366699 (2.3773574829101562) | > loss_disc_real_0: 0.13984505832195282 (0.12612818032503129) | > loss_disc_real_1: 0.23129643499851227 (0.20424459427595137) | > loss_disc_real_2: 0.3203275501728058 (0.21809288412332534) | > loss_disc_real_3: 0.2288656085729599 (0.2424214616417885) | > loss_disc_real_4: 0.20613734424114227 (0.254140542447567) | > loss_disc_real_5: 0.1584455966949463 (0.2415318563580513) | > loss_0: 2.217715263366699 (2.3773574829101562) | > loss_gen: 2.80479097366333 (2.5111188650131226) | > loss_kl: 2.1410512924194336 (2.3539920091629027) | > loss_feat: 6.294315814971924 (6.80145492553711) | > loss_mel: 19.68864631652832 (19.95528907775879) | > loss_duration: 2.3164398670196533 (2.2661095380783083) | > loss_1: 33.245243072509766 (33.8879638671875)  --> STEP: 11 | > loss_disc: 2.3499953746795654 (2.374870018525557) | > loss_disc_real_0: 0.217642679810524 (0.1344476802782579) | > loss_disc_real_1: 0.19461722671985626 (0.2033693790435791) | > loss_disc_real_2: 0.231675922870636 (0.2193277058276263) | > loss_disc_real_3: 0.2808232009410858 (0.24591252885081552) | > loss_disc_real_4: 0.2723110020160675 (0.2557924024083398) | > loss_disc_real_5: 0.2331867814064026 (0.2407732131806287) | > loss_0: 2.3499953746795654 (2.374870018525557) | > loss_gen: 2.6886680126190186 (2.5272596966136587) | > loss_kl: 2.6110782623291016 (2.3773634867234663) | > loss_feat: 7.2566351890563965 (6.842834949493408) | > loss_mel: 18.645936965942383 (19.83625706759366) | > loss_duration: 2.328996181488037 (2.2718265056610107) | > loss_1: 33.531314849853516 (33.85554122924805)  --> STEP: 12 | > loss_disc: 2.1361031532287598 (2.354972779750824) | > loss_disc_real_0: 0.1401367485523224 (0.13492176930109662) | > loss_disc_real_1: 0.1150781661272049 (0.19601177796721458) | > loss_disc_real_2: 0.11171047389507294 (0.2103596031665802) | > loss_disc_real_3: 0.1763988584280014 (0.24011972298224768) | > loss_disc_real_4: 0.18328218162059784 (0.24974988400936127) | > loss_disc_real_5: 0.15309767425060272 (0.23346691826979318) | > loss_0: 2.1361031532287598 (2.354972779750824) | > loss_gen: 2.524271011352539 (2.5270106395085654) | > loss_kl: 1.9092681407928467 (2.338355541229248) | > loss_feat: 7.935161113739014 (6.933862129847209) | > loss_mel: 20.509632110595703 (19.892371654510498) | > loss_duration: 2.2031021118164062 (2.266099472840627) | > loss_1: 35.08143615722656 (33.957699139912926)  --> STEP: 13 | > loss_disc: 2.655911445617676 (2.378121907894428) | > loss_disc_real_0: 0.193735271692276 (0.13944588486964887) | > loss_disc_real_1: 0.3322831392288208 (0.20649419037195352) | > loss_disc_real_2: 0.21196626126766205 (0.21048319225127882) | > loss_disc_real_3: 0.23262080550193787 (0.23954288317607) | > loss_disc_real_4: 0.27835020422935486 (0.25194990864166844) | > loss_disc_real_5: 0.28037017583847046 (0.23707486115969145) | > loss_0: 2.655911445617676 (2.378121907894428) | > loss_gen: 2.6173813343048096 (2.533962231415969) | > loss_kl: 2.441831350326538 (2.3463152188521166) | > loss_feat: 7.999693870544434 (7.015849186823918) | > loss_mel: 19.419403076171875 (19.855989456176758) | > loss_duration: 2.1922447681427 (2.260418341710017) | > loss_1: 34.670555114746094 (34.01253421490009)  --> STEP: 14 | > loss_disc: 2.2505953311920166 (2.3690128667013988) | > loss_disc_real_0: 0.15909616649150848 (0.14084947641406742) | > loss_disc_real_1: 0.2504848539829254 (0.20963638062988008) | > loss_disc_real_2: 0.233445942401886 (0.2121233886906079) | > loss_disc_real_3: 0.33365073800086975 (0.24626487280641282) | > loss_disc_real_4: 0.20785339176654816 (0.2488001574363027) | > loss_disc_real_5: 0.22511352598667145 (0.2362204800759043) | > loss_0: 2.2505953311920166 (2.3690128667013988) | > loss_gen: 2.9902215003967285 (2.5665521792003085) | > loss_kl: 2.467141628265381 (2.3549456766673496) | > loss_feat: 7.534512042999268 (7.052896533693586) | > loss_mel: 18.71600341796875 (19.774561882019043) | > loss_duration: 2.3267388343811035 (2.265155519757952) | > loss_1: 34.03461837768555 (34.01411165509906)  --> STEP: 15 | > loss_disc: 2.4295449256896973 (2.3730483373006184) | > loss_disc_real_0: 0.17718243598937988 (0.14327167371908825) | > loss_disc_real_1: 0.2365441620349884 (0.21143023272355396) | > loss_disc_real_2: 0.2392006367444992 (0.2139285385608673) | > loss_disc_real_3: 0.3439822494983673 (0.25277936458587646) | > loss_disc_real_4: 0.2119164615869522 (0.24634124437967933) | > loss_disc_real_5: 0.17538908123970032 (0.23216505348682404) | > loss_0: 2.4295449256896973 (2.3730483373006184) | > loss_gen: 2.584663152694702 (2.5677595774332684) | > loss_kl: 2.8894388675689697 (2.390578556060791) | > loss_feat: 9.079985618591309 (7.188035806020101) | > loss_mel: 19.701976776123047 (19.76972287495931) | > loss_duration: 2.2754361629486084 (2.2658408959706624) | > loss_1: 36.53150177001953 (34.181937662760426)  --> STEP: 16 | > loss_disc: 2.2266995906829834 (2.3639015406370163) | > loss_disc_real_0: 0.09773409366607666 (0.140425574965775) | > loss_disc_real_1: 0.13856296241283417 (0.206876028329134) | > loss_disc_real_2: 0.21162042021751404 (0.21378428116440773) | > loss_disc_real_3: 0.32580438256263733 (0.257343428209424) | > loss_disc_real_4: 0.25860363245010376 (0.24710764363408086) | > loss_disc_real_5: 0.23275932669639587 (0.23220219556242228) | > loss_0: 2.2266995906829834 (2.3639015406370163) | > loss_gen: 2.785104513168335 (2.58134363591671) | > loss_kl: 1.9584060907363892 (2.363567776978016) | > loss_feat: 7.600338935852051 (7.213804751634598) | > loss_mel: 19.554540634155273 (19.756273984909058) | > loss_duration: 2.3622350692749023 (2.2718655318021774) | > loss_1: 34.260623931884766 (34.186855554580696)  --> STEP: 17 | > loss_disc: 2.3653202056884766 (2.3639849915223965) | > loss_disc_real_0: 0.11797695606946945 (0.1391050679718747) | > loss_disc_real_1: 0.16754278540611267 (0.20456230815719156) | > loss_disc_real_2: 0.22421056032180786 (0.21439759170307832) | > loss_disc_real_3: 0.21904301643371582 (0.25509046281085296) | > loss_disc_real_4: 0.32660502195358276 (0.25178396000581627) | > loss_disc_real_5: 0.32131263613700867 (0.23744398618445678) | > loss_0: 2.3653202056884766 (2.3639849915223965) | > loss_gen: 2.505122661590576 (2.576860049191643) | > loss_kl: 2.292722225189209 (2.3594003915786743) | > loss_feat: 6.771937370300293 (7.18781255273258) | > loss_mel: 20.006607055664062 (19.77099945965935) | > loss_duration: 2.3985893726348877 (2.279319875380572) | > loss_1: 33.974979400634766 (34.174392251407404)  --> STEP: 18 | > loss_disc: 2.180182456970215 (2.353773739602831) | > loss_disc_real_0: 0.18622514605522156 (0.14172285008761618) | > loss_disc_real_1: 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(19.596345538184757) | > loss_duration: 2.1797990798950195 (2.271846510115124) | > loss_1: 32.54073715209961 (33.950890677315854)  --> STEP: 22 | > loss_disc: 1.9480884075164795 (2.335001826286316) | > loss_disc_real_0: 0.11352658271789551 (0.13557887720790776) | > loss_disc_real_1: 0.21777288615703583 (0.20386362279003317) | > loss_disc_real_2: 0.15053631365299225 (0.21163570948622443) | > loss_disc_real_3: 0.15265879034996033 (0.24841744723645123) | > loss_disc_real_4: 0.18543848395347595 (0.24964418465440924) | > loss_disc_real_5: 0.16190095245838165 (0.2318751182068478) | > loss_0: 1.9480884075164795 (2.335001826286316) | > loss_gen: 2.8785600662231445 (2.592632488770918) | > loss_kl: 1.9191769361495972 (2.29236038164659) | > loss_feat: 8.78222942352295 (7.265763456171209) | > loss_mel: 19.40177345275879 (19.587501352483574) | > loss_duration: 2.1515355110168457 (2.2663778283379297) | > loss_1: 35.13327407836914 (34.00463537736373)  --> STEP: 23 | > loss_disc: 2.5143370628356934 (2.3427990104841148) | > loss_disc_real_0: 0.24020762741565704 (0.14012795330389685) | > loss_disc_real_1: 0.24967631697654724 (0.20585547905901205) | > loss_disc_real_2: 0.26828137040138245 (0.21409856430862262) | > loss_disc_real_3: 0.23114383220672607 (0.2476664204960284) | > loss_disc_real_4: 0.24217358231544495 (0.24931937585706296) | > loss_disc_real_5: 0.2469477504491806 (0.23253045004347098) | > loss_0: 2.5143370628356934 (2.3427990104841148) | > loss_gen: 2.416208505630493 (2.584961880808291) | > loss_kl: 2.0067780017852783 (2.2799437564352285) | > loss_feat: 4.540036678314209 (7.147253596264383) | > loss_mel: 16.219139099121094 (19.441050819728684) | > loss_duration: 2.2785913944244385 (2.2669088529503867) | > loss_1: 27.460752487182617 (33.720118729964554)  --> STEP: 24 | > loss_disc: 2.1133344173431396 (2.3332379857699075) | > loss_disc_real_0: 0.11142875254154205 (0.13893215327213207) | > loss_disc_real_1: 0.22024548053741455 (0.2064550624539455) | > loss_disc_real_2: 0.23290514945983887 (0.21488217202325663) | > loss_disc_real_3: 0.2090081423521042 (0.24605565890669823) | > loss_disc_real_4: 0.19524510204792023 (0.24706628111501536) | > loss_disc_real_5: 0.19268342852592468 (0.23087015748023987) | > loss_0: 2.1133344173431396 (2.3332379857699075) | > loss_gen: 2.668290853500366 (2.5884339213371272) | > loss_kl: 2.024364471435547 (2.2692946195602417) | > loss_feat: 7.1932268142700195 (7.149169147014618) | > loss_mel: 16.48384666442871 (19.31783397992452) | > loss_duration: 2.3609097003936768 (2.2708255549271903) | > loss_1: 30.730640411376953 (33.59555713335674)  --> STEP: 25 | > loss_disc: 2.6137266159057617 (2.3444575309753417) | > loss_disc_real_0: 0.2751929461956024 (0.1443825849890709) | > loss_disc_real_1: 0.2067757099866867 (0.20646788835525512) | > loss_disc_real_2: 0.2182358205318451 (0.21501631796360016) | > loss_disc_real_3: 0.24286970496177673 (0.24592822074890136) | > loss_disc_real_4: 0.2646350562572479 (0.24776903212070464) | > loss_disc_real_5: 0.21918953955173492 (0.23040293276309967) | > loss_0: 2.6137266159057617 (2.3444575309753417) | > loss_gen: 2.2764594554901123 (2.5759549427032464) | > loss_kl: 2.2217094898223877 (2.2673912143707273) | > loss_feat: 6.184493541717529 (7.110582122802734) | > loss_mel: 14.939577102661133 (19.142703704833984) | > loss_duration: 2.3641738891601562 (2.274559488296509) | > loss_1: 27.986412048339844 (33.37119132995606)  --> STEP: 26 | > loss_disc: 2.8613667488098145 (2.364338654738206) | > loss_disc_real_0: 0.359699010848999 (0.15266398598368353) | > loss_disc_real_1: 0.20520557463169098 (0.20641933782742575) | > loss_disc_real_2: 0.2432878017425537 (0.21610368272432914) | > loss_disc_real_3: 0.27994900941848755 (0.24723671262080854) | > loss_disc_real_4: 0.23382480442523956 (0.24723271567087907) | > loss_disc_real_5: 0.24550588428974152 (0.23098381551412436) | > loss_0: 2.8613667488098145 (2.364338654738206) | > loss_gen: 2.1985092163085938 (2.5614377993803754) | > loss_kl: 1.8447768688201904 (2.2511368164649372) | > loss_feat: 6.497897624969482 (7.087017334424532) | > loss_mel: 9.97363567352295 (18.79004724209125) | > loss_duration: 2.271636486053467 (2.274447065133315) | > loss_1: 22.786457061767578 (32.96408616579497) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024396181106567383 (+5.457951472355839e-05) | > avg_loss_disc: 2.364338654738206 (+0.012230286231408094) | > avg_loss_disc_real_0: 0.15266398598368353 (+0.0570948709948705) | > avg_loss_disc_real_1: 0.20641933782742575 (+0.002599677787377297) | > avg_loss_disc_real_2: 0.21610368272432914 (-0.0031473928919205363) | > avg_loss_disc_real_3: 0.24723671262080854 (+0.015055070702846257) | > avg_loss_disc_real_4: 0.24723271567087907 (+0.05008513480424881) | > avg_loss_disc_real_5: 0.23098381551412436 (+0.01679352728220132) | > avg_loss_0: 2.364338654738206 (+0.012230286231408094) | > avg_loss_gen: 2.5614377993803754 (+0.2639220311091499) | > avg_loss_kl: 2.2511368164649372 (-0.0484375724425683) | > avg_loss_feat: 7.087017334424532 (-0.26871389609116836) | > avg_loss_mel: 18.79004724209125 (-0.20285855806790565) | > avg_loss_duration: 2.274447065133315 (-0.012853374847998644) | > avg_loss_1: 32.96408616579497 (-0.26894143911507484)  > EPOCH: 198/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:37:53)   --> TIME: 2024-06-10 23:37:57 -- STEP: 9/330 -- GLOBAL_STEP: 153350 | > loss_disc: 2.3512561321258545 (2.3127348687913685) | > loss_disc_real_0: 0.11327678710222244 (0.1077003421054946) | > loss_disc_real_1: 0.2011915147304535 (0.1922516574462255) | > loss_disc_real_2: 0.199416846036911 (0.2142361601193746) | > loss_disc_real_3: 0.23660579323768616 (0.2455583910147349) | > loss_disc_real_4: 0.24459950625896454 (0.22785003152158526) | > loss_disc_real_5: 0.26385918259620667 (0.22241974704795414) | > loss_0: 2.3512561321258545 (2.3127348687913685) | > grad_norm_0: tensor(8.4319, device='cuda:0') (tensor(7.5167, device='cuda:0')) | > loss_gen: 2.5087833404541016 (2.5187831454806857) | > loss_kl: 1.6322290897369385 (1.7056184079911973) | > loss_feat: 7.256969451904297 (7.011021614074707) | > loss_mel: 20.02204704284668 (19.40953720940484) | > loss_duration: 2.162447929382324 (2.2378719647725425) | > loss_1: 33.58247756958008 (32.88283242119683) | > grad_norm_1: tensor(141.8712, device='cuda:0') (tensor(132.8067, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3487 (0.3462749852074517) | > loader_time: 0.0029 (0.0031747023264567056)  --> TIME: 2024-06-10 23:38:05 -- STEP: 34/330 -- GLOBAL_STEP: 153375 | > loss_disc: 2.268695592880249 (2.300329748321982) | > loss_disc_real_0: 0.09083190560340881 (0.1115109743002583) | > loss_disc_real_1: 0.23555217683315277 (0.19759902927805395) | > loss_disc_real_2: 0.20712074637413025 (0.21324155874112072) | > loss_disc_real_3: 0.23643285036087036 (0.2303153074839536) | > loss_disc_real_4: 0.21518181264400482 (0.2213007777052767) | > loss_disc_real_5: 0.2200891226530075 (0.21544468534343383) | > loss_0: 2.268695592880249 (2.300329748321982) | > grad_norm_0: tensor(9.2780, device='cuda:0') (tensor(12.8614, device='cuda:0')) | > loss_gen: 2.5610241889953613 (2.5368324728573075) | > loss_kl: 1.707424283027649 (1.7284761912682478) | > loss_feat: 7.98167610168457 (7.176671266555786) | > loss_mel: 19.970333099365234 (19.290923791773178) | > loss_duration: 2.1087746620178223 (2.1135629766127644) | > loss_1: 34.3292350769043 (32.846466569339526) | > grad_norm_1: tensor(96.6140, device='cuda:0') (tensor(132.6276, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.358 (0.3455219549291274) | > loader_time: 0.0032 (0.0032136159784653608)  --> TIME: 2024-06-10 23:38:14 -- STEP: 59/330 -- GLOBAL_STEP: 153400 | > loss_disc: 2.3428916931152344 (2.3080291626817084) | > loss_disc_real_0: 0.11129435896873474 (0.11120658708831012) | > loss_disc_real_1: 0.22289282083511353 (0.20117925966190078) | > loss_disc_real_2: 0.21238559484481812 (0.21378249889713222) | > loss_disc_real_3: 0.22388097643852234 (0.22876824792158806) | > loss_disc_real_4: 0.2214985340833664 (0.2213244150250645) | > loss_disc_real_5: 0.25109273195266724 (0.21364603305267074) | > loss_0: 2.3428916931152344 (2.3080291626817084) | > grad_norm_0: tensor(15.5319, device='cuda:0') (tensor(16.9481, device='cuda:0')) | > loss_gen: 2.5333669185638428 (2.5501314543061335) | > loss_kl: 1.7312713861465454 (1.733604073524475) | > loss_feat: 6.968804359436035 (7.263964717671023) | > loss_mel: 18.700374603271484 (19.285447718733444) | > loss_duration: 2.0272343158721924 (2.0822842787888085) | > loss_1: 31.9610538482666 (32.9154322995978) | > grad_norm_1: tensor(210.8992, device='cuda:0') (tensor(186.5826, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3421 (0.34617013850454564) | > loader_time: 0.0033 (0.0033038228245104773)  --> TIME: 2024-06-10 23:38:23 -- STEP: 84/330 -- GLOBAL_STEP: 153425 | > loss_disc: 2.3618621826171875 (2.3087704579035435) | > loss_disc_real_0: 0.0880676731467247 (0.11286706140353567) | > loss_disc_real_1: 0.19920924305915833 (0.20026733602086702) | > loss_disc_real_2: 0.24304349720478058 (0.21354649925515765) | > loss_disc_real_3: 0.17250242829322815 (0.22627352249054683) | > loss_disc_real_4: 0.20648561418056488 (0.22126047171297528) | > loss_disc_real_5: 0.20849508047103882 (0.214512342498416) | > loss_0: 2.3618621826171875 (2.3087704579035435) | > grad_norm_0: tensor(11.3900, device='cuda:0') (tensor(19.5717, device='cuda:0')) | > loss_gen: 2.4834916591644287 (2.5559180804661334) | > loss_kl: 1.6514188051223755 (1.7222115326495397) | > loss_feat: 7.4485321044921875 (7.330417973654611) | > loss_mel: 19.364582061767578 (19.307517551240466) | > loss_duration: 2.139348030090332 (2.0702680562223708) | > loss_1: 33.087371826171875 (32.986333392915284) | > grad_norm_1: tensor(171.2535, device='cuda:0') (tensor(210.2648, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3581 (0.3483552308309645) | > loader_time: 0.0037 (0.003422532762799944)  --> TIME: 2024-06-10 23:38:33 -- STEP: 109/330 -- GLOBAL_STEP: 153450 | > loss_disc: 2.2409467697143555 (2.3053390564174814) | > loss_disc_real_0: 0.10096936672925949 (0.11216847974499432) | > loss_disc_real_1: 0.2101437896490097 (0.20070348119516984) | > loss_disc_real_2: 0.2161906510591507 (0.21286832329330094) | > loss_disc_real_3: 0.20535078644752502 (0.22658130540213453) | > loss_disc_real_4: 0.21487165987491608 (0.2216152689599116) | > loss_disc_real_5: 0.21396629512310028 (0.21497886730443447) | > loss_0: 2.2409467697143555 (2.3053390564174814) | > grad_norm_0: tensor(7.3254, device='cuda:0') (tensor(20.5336, device='cuda:0')) | > loss_gen: 2.567971706390381 (2.5695139574348373) | > loss_kl: 1.7778486013412476 (1.735824038129334) | > loss_feat: 7.363571643829346 (7.378176772266353) | > loss_mel: 19.705913543701172 (19.307483708092924) | > loss_duration: 1.9933421611785889 (2.067540018930349) | > loss_1: 33.40864944458008 (33.05853861187577) | > grad_norm_1: tensor(325.5450, device='cuda:0') (tensor(231.4720, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3498 (0.3508666611592703) | > loader_time: 0.004 (0.0035436503384091438)  --> TIME: 2024-06-10 23:38:42 -- STEP: 134/330 -- GLOBAL_STEP: 153475 | > loss_disc: 2.329925060272217 (2.2995940393476335) | > loss_disc_real_0: 0.08065460622310638 (0.11144934644672408) | > loss_disc_real_1: 0.18094205856323242 (0.20068059105481675) | > loss_disc_real_2: 0.19152024388313293 (0.2120818914984589) | > loss_disc_real_3: 0.18859288096427917 (0.2248870302269708) | > loss_disc_real_4: 0.18283241987228394 (0.22033608471279714) | > loss_disc_real_5: 0.20787657797336578 (0.2145113020912925) | > loss_0: 2.329925060272217 (2.2995940393476335) | > grad_norm_0: tensor(7.9605, device='cuda:0') (tensor(21.2539, device='cuda:0')) | > loss_gen: 2.556405544281006 (2.574777240183815) | > loss_kl: 1.8437120914459229 (1.7298950134818234) | > loss_feat: 7.248208999633789 (7.3976738524081105) | > loss_mel: 19.5759334564209 (19.320046125952878) | > loss_duration: 2.070763349533081 (2.0677896355515113) | > loss_1: 33.29502487182617 (33.09018194853371) | > grad_norm_1: tensor(277.4314, device='cuda:0') (tensor(243.6381, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3677 (0.3554805588366379) | > loader_time: 0.004 (0.0036609493084807892)  --> TIME: 2024-06-10 23:38:52 -- STEP: 159/330 -- GLOBAL_STEP: 153500 | > loss_disc: 2.416624069213867 (2.299630094624164) | > loss_disc_real_0: 0.0870543122291565 (0.11368000057508361) | > loss_disc_real_1: 0.1595880091190338 (0.1997280923075646) | > loss_disc_real_2: 0.2438468039035797 (0.21308543603375274) | > loss_disc_real_3: 0.2012191116809845 (0.2252614550620505) | > loss_disc_real_4: 0.23531752824783325 (0.2201826202232132) | > loss_disc_real_5: 0.20830120146274567 (0.2151449774421236) | > loss_0: 2.416624069213867 (2.299630094624164) | > grad_norm_0: tensor(12.9803, device='cuda:0') (tensor(24.4790, device='cuda:0')) | > loss_gen: 2.5215773582458496 (2.585416197027051) | > loss_kl: 1.8557169437408447 (1.729489374460664) | > loss_feat: 7.4112629890441895 (7.433972514650357) | > loss_mel: 19.553789138793945 (19.285063377716256) | > loss_duration: 2.053762197494507 (2.068634063942629) | > loss_1: 33.39611053466797 (33.10257567399704) | > grad_norm_1: tensor(288.0035, device='cuda:0') (tensor(255.7092, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3727 (0.35803622869575547) | > loader_time: 0.0045 (0.003738155904805885) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_153500.pth  --> TIME: 2024-06-10 23:39:06 -- STEP: 184/330 -- GLOBAL_STEP: 153525 | > loss_disc: 2.292144775390625 (2.301770398150318) | > loss_disc_real_0: 0.08684325218200684 (0.11369364490003689) | > loss_disc_real_1: 0.19531990587711334 (0.1999651378263598) | > loss_disc_real_2: 0.22422002255916595 (0.21332425203012384) | > loss_disc_real_3: 0.2431839555501938 (0.2259519437894873) | > loss_disc_real_4: 0.23267678916454315 (0.21935616328340501) | > loss_disc_real_5: 0.20847474038600922 (0.21518250190369462) | > loss_0: 2.292144775390625 (2.301770398150318) | > grad_norm_0: tensor(17.3782, device='cuda:0') (tensor(24.8661, device='cuda:0')) | > loss_gen: 2.453911781311035 (2.584235420693523) | > loss_kl: 1.6127269268035889 (1.7299517101567725) | > loss_feat: 7.023986339569092 (7.439916253089905) | > loss_mel: 18.35871124267578 (19.254076719284047) | > loss_duration: 2.101223945617676 (2.0735162528960616) | > loss_1: 31.550559997558594 (33.08169646885085) | > grad_norm_1: tensor(308.6300, device='cuda:0') (tensor(263.4331, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.3886 (0.361668296482252) | > loader_time: 0.0046 (0.003857682580533235)  --> TIME: 2024-06-10 23:39:16 -- STEP: 209/330 -- GLOBAL_STEP: 153550 | > loss_disc: 2.2388689517974854 (2.2927589633248053) | > loss_disc_real_0: 0.10736320912837982 (0.1139308775298333) | > loss_disc_real_1: 0.2008489966392517 (0.19875007233266054) | > loss_disc_real_2: 0.1997186690568924 (0.2122958837941503) | > loss_disc_real_3: 0.2156137228012085 (0.22501282458100022) | > loss_disc_real_4: 0.24936695396900177 (0.21913924471042937) | > loss_disc_real_5: 0.19880574941635132 (0.2139755943032543) | > loss_0: 2.2388689517974854 (2.2927589633248053) | > grad_norm_0: tensor(34.2223, device='cuda:0') (tensor(25.2479, device='cuda:0')) | > loss_gen: 2.61850643157959 (2.586407534813768) | > loss_kl: 1.8430696725845337 (1.731037340095739) | > loss_feat: 7.074946880340576 (7.443411176854914) | > loss_mel: 18.562908172607422 (19.224653371783532) | > loss_duration: 2.139758586883545 (2.0794173684416797) | > loss_1: 32.23918914794922 (33.06492687754653) | > grad_norm_1: tensor(331.4642, device='cuda:0') (tensor(275.2819, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.399 (0.3654927865169835) | > loader_time: 0.0055 (0.003985449457853032)  --> TIME: 2024-06-10 23:39:26 -- STEP: 234/330 -- GLOBAL_STEP: 153575 | > loss_disc: 2.3178625106811523 (2.2908257133940335) | > loss_disc_real_0: 0.13062994182109833 (0.11456677145682849) | > loss_disc_real_1: 0.253903329372406 (0.19870712283330086) | > loss_disc_real_2: 0.2307738959789276 (0.21291867236041614) | > loss_disc_real_3: 0.21860559284687042 (0.22450637575398144) | > loss_disc_real_4: 0.21184395253658295 (0.21922166288917894) | > loss_disc_real_5: 0.20878659188747406 (0.2137174582761577) | > loss_0: 2.3178625106811523 (2.2908257133940335) | > grad_norm_0: tensor(26.8934, device='cuda:0') (tensor(25.2657, device='cuda:0')) | > loss_gen: 2.612531900405884 (2.5883042343661327) | > loss_kl: 1.5804575681686401 (1.729484592238043) | > loss_feat: 7.24955415725708 (7.448374575019901) | > loss_mel: 18.996692657470703 (19.187301285246498) | > loss_duration: 2.164456605911255 (2.0866090706271008) | > loss_1: 32.60369110107422 (33.04007385123488) | > grad_norm_1: tensor(512.9801, device='cuda:0') (tensor(280.6479, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.4251 (0.3703151910732954) | > loader_time: 0.0065 (0.00415783050732735)  --> TIME: 2024-06-10 23:39:37 -- STEP: 259/330 -- GLOBAL_STEP: 153600 | > loss_disc: 2.380486249923706 (2.2923255003557235) | > loss_disc_real_0: 0.1582050323486328 (0.1153364482993785) | > loss_disc_real_1: 0.24910077452659607 (0.19886572181488096) | > loss_disc_real_2: 0.211528480052948 (0.21300962227882106) | > loss_disc_real_3: 0.23718473315238953 (0.2241797149181366) | > loss_disc_real_4: 0.23456323146820068 (0.219074145649851) | > loss_disc_real_5: 0.2195250540971756 (0.2132141527982292) | > loss_0: 2.380486249923706 (2.2923255003557235) | > grad_norm_0: tensor(56.1204, device='cuda:0') (tensor(26.3148, device='cuda:0')) | > loss_gen: 2.581874132156372 (2.5913141335299583) | > loss_kl: 1.6434592008590698 (1.7310926684081325) | > loss_feat: 8.180994033813477 (7.47446532415147) | > loss_mel: 18.809566497802734 (19.16829081207629) | > loss_duration: 2.188232421875 (2.0931394169229365) | > loss_1: 33.40412902832031 (33.05830245588736) | > grad_norm_1: tensor(303.0821, device='cuda:0') (tensor(288.6322, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.4411 (0.3757698407044282) | > loader_time: 0.006 (0.004327560483718932)  --> TIME: 2024-06-10 23:39:49 -- STEP: 284/330 -- GLOBAL_STEP: 153625 | > loss_disc: 2.4061174392700195 (2.2926005863807566) | > loss_disc_real_0: 0.08644545078277588 (0.11526559844193324) | > loss_disc_real_1: 0.28578075766563416 (0.19948410143105078) | > loss_disc_real_2: 0.21419450640678406 (0.21341217283002084) | > loss_disc_real_3: 0.2073734849691391 (0.2244163961477682) | > loss_disc_real_4: 0.2307790070772171 (0.21903230963458475) | > loss_disc_real_5: 0.2171136736869812 (0.213533927174941) | > loss_0: 2.4061174392700195 (2.2926005863807566) | > grad_norm_0: tensor(58.2820, device='cuda:0') (tensor(27.5600, device='cuda:0')) | > loss_gen: 2.378138780593872 (2.5960259076575167) | > loss_kl: 1.7158092260360718 (1.7341153336242892) | > loss_feat: 6.802859783172607 (7.493403782307262) | > loss_mel: 17.671218872070312 (19.136426925659176) | > loss_duration: 2.1936588287353516 (2.101089141318498) | > loss_1: 30.761686325073242 (33.06106113380108) | > grad_norm_1: tensor(479.9252, device='cuda:0') (tensor(295.5970, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.453 (0.3818269506306715) | > loader_time: 0.0062 (0.004464881520875744)  --> TIME: 2024-06-10 23:40:01 -- STEP: 309/330 -- GLOBAL_STEP: 153650 | > loss_disc: 2.4691319465637207 (2.2944410479956074) | > loss_disc_real_0: 0.17100292444229126 (0.11651638750601741) | > loss_disc_real_1: 0.2150319367647171 (0.20025186206916387) | > loss_disc_real_2: 0.23556528985500336 (0.2133773214222929) | > loss_disc_real_3: 0.270589679479599 (0.2242798622468528) | > loss_disc_real_4: 0.25553712248802185 (0.21830589302535197) | > loss_disc_real_5: 0.26570385694503784 (0.21350877686225875) | > loss_0: 2.4691319465637207 (2.2944410479956074) | > grad_norm_0: tensor(66.0676, device='cuda:0') (tensor(29.7201, device='cuda:0')) | > loss_gen: 2.6492176055908203 (2.5993249532088503) | > loss_kl: 1.7799004316329956 (1.736242373012802) | > loss_feat: 6.722786903381348 (7.533401631228746) | > loss_mel: 17.316978454589844 (19.100644349280294) | > loss_duration: 2.2770657539367676 (2.111531343660696) | > loss_1: 30.745948791503906 (33.08114467855408) | > grad_norm_1: tensor(334.4935, device='cuda:0') (tensor(306.6312, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.4942 (0.3897475177801929) | > loader_time: 0.01 (0.004659272320448005)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2983760833740234 (2.2983760833740234) | > loss_disc_real_0: 0.11775577813386917 (0.11775577813386917) | > loss_disc_real_1: 0.15281888842582703 (0.15281888842582703) | > loss_disc_real_2: 0.17753934860229492 (0.17753934860229492) | > loss_disc_real_3: 0.21582838892936707 (0.21582838892936707) | > loss_disc_real_4: 0.20422597229480743 (0.20422597229480743) | > loss_disc_real_5: 0.16270309686660767 (0.16270309686660767) | > loss_0: 2.2983760833740234 (2.2983760833740234) | > loss_gen: 2.137319564819336 (2.137319564819336) | > loss_kl: 1.8600542545318604 (1.8600542545318604) | > loss_feat: 6.415699005126953 (6.415699005126953) | > loss_mel: 16.366886138916016 (16.366886138916016) | > loss_duration: 2.7173447608947754 (2.7173447608947754) | > loss_1: 29.497303009033203 (29.497303009033203)  --> STEP: 1 | > loss_disc: 2.279448986053467 (2.279448986053467) | > loss_disc_real_0: 0.11518754810094833 (0.11518754810094833) | > loss_disc_real_1: 0.10161762684583664 (0.10161762684583664) | > loss_disc_real_2: 0.24017412960529327 (0.24017412960529327) | > loss_disc_real_3: 0.1988973766565323 (0.1988973766565323) | > loss_disc_real_4: 0.2076721340417862 (0.2076721340417862) | > loss_disc_real_5: 0.2955469787120819 (0.2955469787120819) | > loss_0: 2.279448986053467 (2.279448986053467) | > loss_gen: 2.573223114013672 (2.573223114013672) | > loss_kl: 2.0619614124298096 (2.0619614124298096) | > loss_feat: 7.6493144035339355 (7.6493144035339355) | > loss_mel: 20.829469680786133 (20.829469680786133) | > loss_duration: 2.333699941635132 (2.333699941635132) | > loss_1: 35.44766616821289 (35.44766616821289)  --> STEP: 2 | > loss_disc: 2.3343565464019775 (2.306902766227722) | > loss_disc_real_0: 0.15419046580791473 (0.13468900695443153) | > loss_disc_real_1: 0.22100789844989777 (0.1613127626478672) | > loss_disc_real_2: 0.27782461047172546 (0.25899937003850937) | > loss_disc_real_3: 0.26438912749290466 (0.23164325207471848) | > loss_disc_real_4: 0.22941219806671143 (0.2185421660542488) | > loss_disc_real_5: 0.1898954212665558 (0.24272119998931885) | > loss_0: 2.3343565464019775 (2.306902766227722) | > loss_gen: 2.676248073577881 (2.6247355937957764) | > loss_kl: 2.762230396270752 (2.4120959043502808) | > loss_feat: 6.411714553833008 (7.030514478683472) | > loss_mel: 19.741222381591797 (20.285346031188965) | > loss_duration: 2.3600540161132812 (2.3468769788742065) | > loss_1: 33.95146942138672 (34.699567794799805)  --> STEP: 3 | > loss_disc: 2.305209159851074 (2.3063382307688394) | > loss_disc_real_0: 0.0777571052312851 (0.11571170638004939) | > loss_disc_real_1: 0.1952749788761139 (0.1726335013906161) | > loss_disc_real_2: 0.1733444631099701 (0.23044773439566293) | > loss_disc_real_3: 0.25195422768592834 (0.2384135772784551) | > loss_disc_real_4: 0.2703727185726166 (0.23581901689370474) | > loss_disc_real_5: 0.2732536494731903 (0.2528986831506093) | > loss_0: 2.305209159851074 (2.3063382307688394) | > loss_gen: 2.734428882598877 (2.66130002339681) | > loss_kl: 1.969138741493225 (2.264443516731262) | > loss_feat: 8.096944808959961 (7.385991255442302) | > loss_mel: 20.123716354370117 (20.231469472249348) | > loss_duration: 2.2162795066833496 (2.303344488143921) | > loss_1: 35.140506744384766 (34.84654744466146)  --> STEP: 4 | > loss_disc: 2.4923181533813477 (2.3528332114219666) | > loss_disc_real_0: 0.051785267889499664 (0.09973009675741196) | > loss_disc_real_1: 0.1301022320985794 (0.16200068406760693) | > loss_disc_real_2: 0.18621572852134705 (0.21938973292708397) | > loss_disc_real_3: 0.21884119510650635 (0.2335204817354679) | > loss_disc_real_4: 0.19177265465259552 (0.22480742633342743) | > loss_disc_real_5: 0.18092231452465057 (0.23490459099411964) | > loss_0: 2.4923181533813477 (2.3528332114219666) | > loss_gen: 1.8546276092529297 (2.45963191986084) | > loss_kl: 3.328033924102783 (2.5303411185741425) | > loss_feat: 4.937190055847168 (6.773790955543518) | > loss_mel: 20.139863967895508 (20.20856809616089) | > loss_duration: 2.184105157852173 (2.273534655570984) | > loss_1: 32.44382095336914 (34.24586582183838)  --> STEP: 5 | > loss_disc: 2.582843542098999 (2.398835277557373) | > loss_disc_real_0: 0.2748713493347168 (0.13475834727287292) | > loss_disc_real_1: 0.24925602972507477 (0.1794517531991005) | > loss_disc_real_2: 0.33733031153678894 (0.24297784864902497) | > loss_disc_real_3: 0.25263136625289917 (0.23734265863895415) | > loss_disc_real_4: 0.2164471298456192 (0.22313536703586578) | > loss_disc_real_5: 0.25616705417633057 (0.23915708363056182) | > loss_0: 2.582843542098999 (2.398835277557373) | > loss_gen: 2.6242432594299316 (2.492554187774658) | > loss_kl: 2.287369728088379 (2.4817468404769896) | > loss_feat: 5.335738182067871 (6.486180400848388) | > loss_mel: 20.4266300201416 (20.25218048095703) | > loss_duration: 2.387272834777832 (2.2962822914123535) | > loss_1: 33.06125259399414 (34.00894317626953)  --> STEP: 6 | > loss_disc: 2.193225145339966 (2.364566922187805) | > loss_disc_real_0: 0.0874849334359169 (0.12687944496671358) | > loss_disc_real_1: 0.12302302569150925 (0.1700469652811686) | > loss_disc_real_2: 0.2590525150299072 (0.24565695971250534) | > loss_disc_real_3: 0.24515654146671295 (0.23864497244358063) | > loss_disc_real_4: 0.2642814815044403 (0.2299930527806282) | > loss_disc_real_5: 0.22202168405056 (0.23630118370056152) | > loss_0: 2.193225145339966 (2.364566922187805) | > loss_gen: 2.650221824645996 (2.5188321272532144) | > loss_kl: 2.071460008621216 (2.4133657018343606) | > loss_feat: 6.258492946624756 (6.448232491811116) | > loss_mel: 20.402860641479492 (20.27729384104411) | > loss_duration: 2.106233835220337 (2.264607548713684) | > loss_1: 33.48927307128906 (33.92233149210612)  --> STEP: 7 | > loss_disc: 2.1670632362365723 (2.3363521099090576) | > loss_disc_real_0: 0.06960499286651611 (0.1186973803809711) | > loss_disc_real_1: 0.21063312888145447 (0.17584498865263803) | > loss_disc_real_2: 0.2857527732849121 (0.25138493307999205) | > loss_disc_real_3: 0.21982072293758392 (0.23595579394272395) | > loss_disc_real_4: 0.22338169813156128 (0.2290485735450472) | > loss_disc_real_5: 0.13036808371543884 (0.22116788370268686) | > loss_0: 2.1670632362365723 (2.3363521099090576) | > loss_gen: 2.525376796722412 (2.5197670800345287) | > loss_kl: 3.4715614318847656 (2.56453652041299) | > loss_feat: 6.796230792999268 (6.497946534837995) | > loss_mel: 20.152421951293945 (20.25945499965123) | > loss_duration: 2.432483196258545 (2.2885897840772356) | > loss_1: 35.378074645996094 (34.13029479980469)  --> STEP: 8 | > loss_disc: 2.081822156906128 (2.3045358657836914) | > loss_disc_real_0: 0.16660794615745544 (0.12468620110303164) | > loss_disc_real_1: 0.1619781255722046 (0.17411163076758385) | > loss_disc_real_2: 0.1503431499004364 (0.2387547101825476) | > loss_disc_real_3: 0.1768290400505066 (0.22856494970619678) | > loss_disc_real_4: 0.13446231186389923 (0.21722529083490372) | > loss_disc_real_5: 0.1192762702703476 (0.20843143202364445) | > loss_0: 2.081822156906128 (2.3045358657836914) | > loss_gen: 2.382434606552124 (2.502600520849228) | > loss_kl: 2.7862436771392822 (2.5922499150037766) | > loss_feat: 9.987970352172852 (6.934199512004852) | > loss_mel: 19.991676330566406 (20.225982666015625) | > loss_duration: 2.1125054359436035 (2.2665792405605316) | > loss_1: 37.260833740234375 (34.5216121673584)  --> STEP: 9 | > loss_disc: 2.4133167266845703 (2.3166226281060114) | > loss_disc_real_0: 0.09816327691078186 (0.121739209526115) | > loss_disc_real_1: 0.16952630877494812 (0.1736021505461799) | > loss_disc_real_2: 0.26000112295150757 (0.24111542271243203) | > loss_disc_real_3: 0.23852169513702393 (0.22967125475406647) | > loss_disc_real_4: 0.24075667560100555 (0.21983988914224836) | > loss_disc_real_5: 0.23211069405078888 (0.2110624611377716) | > loss_0: 2.4133167266845703 (2.3166226281060114) | > loss_gen: 2.345257520675659 (2.485117965274387) | > loss_kl: 2.8105170726776123 (2.6165018214119806) | > loss_feat: 7.4220051765441895 (6.988400141398112) | > loss_mel: 20.3565673828125 (20.240492078993057) | > loss_duration: 2.0930631160736084 (2.2472996711730957) | > loss_1: 35.027408599853516 (34.577811770968964)  --> STEP: 10 | > loss_disc: 2.1720070838928223 (2.3021610736846925) | > loss_disc_real_0: 0.07637140899896622 (0.11720242947340012) | > loss_disc_real_1: 0.1779455989599228 (0.17403649538755417) | > loss_disc_real_2: 0.25803276896476746 (0.24280715733766556) | > loss_disc_real_3: 0.21330003440380096 (0.2280341327190399) | > loss_disc_real_4: 0.23017774522304535 (0.22087367475032807) | > loss_disc_real_5: 0.17063142359256744 (0.2070193573832512) | > loss_0: 2.1720070838928223 (2.3021610736846925) | > loss_gen: 2.4816009998321533 (2.4847662687301635) | > loss_kl: 1.8756121397018433 (2.542412853240967) | > loss_feat: 6.349008560180664 (6.924460983276367) | > loss_mel: 20.231462478637695 (20.239589118957518) | > loss_duration: 2.301654815673828 (2.2527351856231688) | > loss_1: 33.239341735839844 (34.44396476745605)  --> STEP: 11 | > loss_disc: 2.3942041397094727 (2.3105286251414907) | > loss_disc_real_0: 0.13171619176864624 (0.11852186240933159) | > loss_disc_real_1: 0.19289888441562653 (0.17575125802646985) | > loss_disc_real_2: 0.23112967610359192 (0.24174556813456796) | > loss_disc_real_3: 0.19913719594478607 (0.22540713846683502) | > loss_disc_real_4: 0.19094493985176086 (0.21815288066864014) | > loss_disc_real_5: 0.28034889698028564 (0.21368567916479977) | > loss_0: 2.3942041397094727 (2.3105286251414907) | > loss_gen: 2.2223188877105713 (2.4609074159102007) | > loss_kl: 2.2749552726745605 (2.5180985277349297) | > loss_feat: 6.947812080383301 (6.926583810286089) | > loss_mel: 18.85335922241211 (20.113568219271574) | > loss_duration: 2.399144172668457 (2.266045093536377) | > loss_1: 32.69758987426758 (34.28520341352983)  --> STEP: 12 | > loss_disc: 2.0545654296875 (2.289198358853658) | > loss_disc_real_0: 0.1284545212984085 (0.11934958398342133) | > loss_disc_real_1: 0.2004913091659546 (0.17781292895476022) | > loss_disc_real_2: 0.20221903920173645 (0.23845169072349867) | > loss_disc_real_3: 0.2620118260383606 (0.2284575290977955) | > loss_disc_real_4: 0.16813167929649353 (0.21398444722096124) | > loss_disc_real_5: 0.1528332531452179 (0.20861464366316795) | > loss_0: 2.0545654296875 (2.289198358853658) | > loss_gen: 2.7428290843963623 (2.4844008882840476) | > loss_kl: 2.007800579071045 (2.475573698679606) | > loss_feat: 7.672714710235596 (6.98876138528188) | > loss_mel: 18.724613189697266 (19.99782196680705) | > loss_duration: 2.1796212196350098 (2.258843104044596) | > loss_1: 33.327579498291016 (34.20540142059326)  --> STEP: 13 | > loss_disc: 2.1188457012176514 (2.276094308266273) | > loss_disc_real_0: 0.08975424617528915 (0.11707301953664193) | > loss_disc_real_1: 0.17833293974399567 (0.1778529297847014) | > loss_disc_real_2: 0.2510150969028473 (0.23941810658344856) | > loss_disc_real_3: 0.2079964131116867 (0.22688359709886405) | > loss_disc_real_4: 0.2304462045431137 (0.2152507362457422) | > loss_disc_real_5: 0.2196299284696579 (0.20946197326366717) | > loss_0: 2.1188457012176514 (2.276094308266273) | > loss_gen: 2.71549129486084 (2.5021770734053392) | > loss_kl: 2.641906261444092 (2.488368511199951) | > loss_feat: 7.311306476593018 (7.013572546151968) | > loss_mel: 19.237607955932617 (19.939343965970554) | > loss_duration: 2.1255154609680176 (2.248587131500244) | > loss_1: 34.03182601928711 (34.19204946664664)  --> STEP: 14 | > loss_disc: 2.2617125511169434 (2.2750670398984636) | > loss_disc_real_0: 0.0779358521103859 (0.11427750757762364) | > loss_disc_real_1: 0.17648650705814362 (0.17775532816137588) | > loss_disc_real_2: 0.21075482666492462 (0.23737072944641113) | > loss_disc_real_3: 0.21022294461727142 (0.225693550493036) | > loss_disc_real_4: 0.26987844705581665 (0.21915271558931895) | > loss_disc_real_5: 0.20431165397167206 (0.20909409331423895) | > loss_0: 2.2617125511169434 (2.2750670398984636) | > loss_gen: 2.51082181930542 (2.502794555255345) | > loss_kl: 2.591670036315918 (2.4957471915653775) | > loss_feat: 8.993968963623047 (7.155029433114188) | > loss_mel: 19.505277633666992 (19.90833922794887) | > loss_duration: 2.323410987854004 (2.25393169266837) | > loss_1: 35.925148010253906 (34.31584221976144)  --> STEP: 15 | > loss_disc: 2.715714454650879 (2.304443534215291) | > loss_disc_real_0: 0.2040751874446869 (0.12026401956876119) | > loss_disc_real_1: 0.1692064255475998 (0.17718540132045746) | > loss_disc_real_2: 0.23216786980628967 (0.2370238721370697) | > loss_disc_real_3: 0.22872896492481232 (0.22589591145515442) | > loss_disc_real_4: 0.24634268879890442 (0.22096538046995798) | > loss_disc_real_5: 0.2407105416059494 (0.2112018565336863) | > loss_0: 2.715714454650879 (2.304443534215291) | > loss_gen: 2.1967990398406982 (2.4823948542277017) | > loss_kl: 2.735670566558838 (2.511742083231608) | > loss_feat: 6.916038513183594 (7.139096705118815) | > loss_mel: 16.40576171875 (19.674834060668946) | > loss_duration: 2.297830104827881 (2.256858253479004) | > loss_1: 30.552099227905273 (34.06492602030436)  --> STEP: 16 | > loss_disc: 2.555145502090454 (2.320112407207489) | > loss_disc_real_0: 0.16913874447345734 (0.1233186898753047) | > loss_disc_real_1: 0.26206111907958984 (0.18249013368040323) | > loss_disc_real_2: 0.30687037110328674 (0.24138927832245827) | > loss_disc_real_3: 0.2515786290168762 (0.22750108130276203) | > loss_disc_real_4: 0.28095734119415283 (0.22471487801522017) | > loss_disc_real_5: 0.24944595992565155 (0.21359211299568415) | > loss_0: 2.555145502090454 (2.320112407207489) | > loss_gen: 2.757070779800415 (2.4995620995759964) | > loss_kl: 2.63413405418396 (2.51939158141613) | > loss_feat: 8.134897232055664 (7.201334238052368) | > loss_mel: 17.803926467895508 (19.557902336120605) | > loss_duration: 2.325648307800293 (2.2611576318740845) | > loss_1: 33.655677795410156 (34.039348006248474)  --> STEP: 17 | > loss_disc: 2.389535665512085 (2.32419612828423) | > loss_disc_real_0: 0.10533586144447327 (0.12226087643819697) | > loss_disc_real_1: 0.21840593218803406 (0.18460282771026387) | > loss_disc_real_2: 0.2909944951534271 (0.24430723225369172) | > loss_disc_real_3: 0.37033146619796753 (0.23590286864953883) | > loss_disc_real_4: 0.2836942970752716 (0.2281842556069879) | > loss_disc_real_5: 0.302453875541687 (0.2188192754983902) | > loss_0: 2.389535665512085 (2.32419612828423) | > loss_gen: 2.929523229598999 (2.52485393075382) | > loss_kl: 2.2441630363464355 (2.5032016670002655) | > loss_feat: 6.509849548339844 (7.160658668069279) | > loss_mel: 18.19801902770996 (19.477909200331744) | > loss_duration: 2.342735767364502 (2.2659563457264618) | > loss_1: 32.22429275512695 (33.932580050300146)  --> STEP: 18 | > loss_disc: 2.139564037322998 (2.313938789897495) | > loss_disc_real_0: 0.07039487361907959 (0.1193794318371349) | > loss_disc_real_1: 0.10941166430711746 (0.18042554085453352) | > loss_disc_real_2: 0.15590251982212067 (0.23939585934082666) | > loss_disc_real_3: 0.2224448025226593 (0.23515519830915663) | > loss_disc_real_4: 0.2775108218193054 (0.2309246203965611) | > loss_disc_real_5: 0.24920524656772614 (0.2205073850022422) | > loss_0: 2.139564037322998 (2.313938789897495) | > loss_gen: 2.511773109436035 (2.5241272184583874) | > loss_kl: 2.734560251235962 (2.5160549216800265) | > loss_feat: 9.04269027709961 (7.2652159796820746) | > loss_mel: 24.17218780517578 (19.738702456156414) | > loss_duration: 2.217172861099243 (2.2632461521360607) | > loss_1: 40.67838668823242 (34.30734708574083)  --> STEP: 19 | > loss_disc: 2.56980299949646 (2.3274053272448088) | > loss_disc_real_0: 0.13488347828388214 (0.12019543428170054) | > loss_disc_real_1: 0.1915702521800995 (0.18101210460851067) | > loss_disc_real_2: 0.38155561685562134 (0.24687795184160533) | > loss_disc_real_3: 0.26655593514442444 (0.23680786866890757) | > loss_disc_real_4: 0.2569110691547394 (0.2322923282259389) | > loss_disc_real_5: 0.22909016907215118 (0.2209591104796058) | > loss_0: 2.56980299949646 (2.3274053272448088) | > loss_gen: 2.4170570373535156 (2.5184919457686576) | > loss_kl: 1.7277565002441406 (2.474565531078138) | > loss_feat: 6.522338390350342 (7.226117159190931) | > loss_mel: 17.27671241760254 (19.60912403307463) | > loss_duration: 2.2476587295532227 (2.262425761473806) | > loss_1: 30.191524505615234 (34.09072484468159)  --> STEP: 20 | > loss_disc: 2.475008964538574 (2.334785509109497) | > loss_disc_real_0: 0.1509745717048645 (0.12173439115285874) | > loss_disc_real_1: 0.13757111132144928 (0.1788400549441576) | > loss_disc_real_2: 0.3085792064666748 (0.2499630145728588) | > loss_disc_real_3: 0.2677324414253235 (0.23835409730672835) | > loss_disc_real_4: 0.2807297706604004 (0.23471420034766197) | > loss_disc_real_5: 0.23450018465518951 (0.221636164188385) | > loss_0: 2.475008964538574 (2.334785509109497) | > loss_gen: 2.4271702766418457 (2.513925862312317) | > loss_kl: 2.3045358657836914 (2.4660640478134157) | > loss_feat: 6.082390785217285 (7.168930840492249) | > loss_mel: 20.663137435913086 (19.661824703216553) | > loss_duration: 2.309847831726074 (2.26479686498642) | > loss_1: 33.78708267211914 (34.075542736053464)  --> STEP: 21 | > loss_disc: 2.6348605155944824 (2.3490747951325917) | > loss_disc_real_0: 0.16731543838977814 (0.12390491721175965) | > loss_disc_real_1: 0.27547937631607056 (0.18344192739043916) | > loss_disc_real_2: 0.2868413031101227 (0.25171912355082376) | > loss_disc_real_3: 0.29521864652633667 (0.24106193298385256) | > loss_disc_real_4: 0.32712215185165405 (0.2391145789907092) | > loss_disc_real_5: 0.27858197689056396 (0.22434786955515543) | > loss_0: 2.6348605155944824 (2.3490747951325917) | > loss_gen: 2.511512041091919 (2.513810918444679) | > loss_kl: 2.443098306655884 (2.464970441091628) | > loss_feat: 4.324618339538574 (7.0334873880658835) | > loss_mel: 15.539660453796387 (19.46553116752988) | > loss_duration: 2.17633056640625 (2.2605841841016496) | > loss_1: 26.995220184326172 (33.738384519304546)  --> STEP: 22 | > loss_disc: 2.2399089336395264 (2.3441127105192705) | > loss_disc_real_0: 0.18981021642684937 (0.12690061263062738) | > loss_disc_real_1: 0.16604657471179962 (0.1826512295414101) | > loss_disc_real_2: 0.12020564079284668 (0.2457412379709157) | > loss_disc_real_3: 0.1937834620475769 (0.23891291157765823) | > loss_disc_real_4: 0.2437463104724884 (0.23932511223988098) | > loss_disc_real_5: 0.2920604348182678 (0.22742571343075146) | > loss_0: 2.2399089336395264 (2.3441127105192705) | > loss_gen: 2.5913138389587402 (2.5173337784680454) | > loss_kl: 2.1886489391326904 (2.4524103728207676) | > loss_feat: 8.155890464782715 (7.08450570973483) | > loss_mel: 21.022441864013672 (19.53629983555187) | > loss_duration: 2.180483341217041 (2.2569432366978037) | > loss_1: 36.13877868652344 (33.84749334508722)  --> STEP: 23 | > loss_disc: 2.071387529373169 (2.3322550939477007) | > loss_disc_real_0: 0.1762143224477768 (0.12904468697050345) | > loss_disc_real_1: 0.16061164438724518 (0.18169298670862033) | > loss_disc_real_2: 0.23146004974842072 (0.2451203167438507) | > loss_disc_real_3: 0.20313754677772522 (0.23735746093418286) | > loss_disc_real_4: 0.20648761093616486 (0.23789739479189334) | > loss_disc_real_5: 0.18029767274856567 (0.2253766681836999) | > loss_0: 2.071387529373169 (2.3322550939477007) | > loss_gen: 2.795546054840088 (2.5294299643972646) | > loss_kl: 1.9802851676940918 (2.431883189989173) | > loss_feat: 10.09753131866455 (7.215506823166557) | > loss_mel: 19.69162940979004 (19.543053295301355) | > loss_duration: 2.27791690826416 (2.2578551354615586) | > loss_1: 36.8429069519043 (33.977728719296664)  --> STEP: 24 | > loss_disc: 2.2328364849090576 (2.328112651904424) | > loss_disc_real_0: 0.08601339161396027 (0.1272517163306475) | > loss_disc_real_1: 0.1757606714963913 (0.18144580690811077) | > loss_disc_real_2: 0.256714791059494 (0.24560341984033585) | > loss_disc_real_3: 0.19625724852085114 (0.23564495208362737) | > loss_disc_real_4: 0.17697232961654663 (0.23535885040958723) | > loss_disc_real_5: 0.1386345773935318 (0.22176241440077624) | > loss_0: 2.2328364849090576 (2.328112651904424) | > loss_gen: 2.339099645614624 (2.521499534447988) | > loss_kl: 2.0711381435394287 (2.4168521463871) | > loss_feat: 7.617506504058838 (7.232256809870402) | > loss_mel: 19.79404067993164 (19.553511102994282) | > loss_duration: 2.3985981941223145 (2.2637194295724234) | > loss_1: 34.22038269042969 (33.98783930142721)  --> STEP: 25 | > loss_disc: 2.161374568939209 (2.3214431285858153) | > loss_disc_real_0: 0.1971902698278427 (0.1300492584705353) | > loss_disc_real_1: 0.13826453685760498 (0.17971855610609055) | > loss_disc_real_2: 0.21290335059165955 (0.2442954170703888) | > loss_disc_real_3: 0.19936223328113556 (0.2341936433315277) | > loss_disc_real_4: 0.19440264999866486 (0.23372060239315032) | > loss_disc_real_5: 0.25286635756492615 (0.22300657212734223) | > loss_0: 2.161374568939209 (2.3214431285858153) | > loss_gen: 2.776935577392578 (2.5317169761657716) | > loss_kl: 2.285022497177124 (2.411578960418701) | > loss_feat: 8.140212059020996 (7.268575019836426) | > loss_mel: 18.219018936157227 (19.5001314163208) | > loss_duration: 2.306898593902588 (2.26544659614563) | > loss_1: 33.72808837890625 (33.97744926452637)  --> STEP: 26 | > loss_disc: 2.0647754669189453 (2.311571295444782) | > loss_disc_real_0: 0.0741811990737915 (0.12790048695527595) | > loss_disc_real_1: 0.08629896491765976 (0.1761254949065355) | > loss_disc_real_2: 0.19346380233764648 (0.24234035496528333) | > loss_disc_real_3: 0.08866846561431885 (0.22859652111163506) | > loss_disc_real_4: 0.06572353094816208 (0.2272591765683431) | > loss_disc_real_5: 0.170360267162323 (0.22098171424407226) | > loss_0: 2.0647754669189453 (2.311571295444782) | > loss_gen: 2.418853521347046 (2.5273760740573588) | > loss_kl: 2.3136563301086426 (2.4078127054067755) | > loss_feat: 19.59576416015625 (7.742697679079496) | > loss_mel: 21.978025436401367 (19.595435032477745) | > loss_duration: 2.267590284347534 (2.2655290456918573) | > loss_1: 48.57388687133789 (34.5388507109422) --> EVAL PERFORMANCE | > avg_loader_time: 0.002515260989849384 (+7.564287919264567e-05) | > avg_loss_disc: 2.311571295444782 (-0.05276735929342413) | > avg_loss_disc_real_0: 0.12790048695527595 (-0.024763499028407576) | > avg_loss_disc_real_1: 0.1761254949065355 (-0.03029384292089024) | > avg_loss_disc_real_2: 0.24234035496528333 (+0.02623667224095419) | > avg_loss_disc_real_3: 0.22859652111163506 (-0.01864019150917348) | > avg_loss_disc_real_4: 0.2272591765683431 (-0.019973539102535964) | > avg_loss_disc_real_5: 0.22098171424407226 (-0.010002101270052105) | > avg_loss_0: 2.311571295444782 (-0.05276735929342413) | > avg_loss_gen: 2.5273760740573588 (-0.034061725323016656) | > avg_loss_kl: 2.4078127054067755 (+0.15667588894183826) | > avg_loss_feat: 7.742697679079496 (+0.6556803446549644) | > avg_loss_mel: 19.595435032477745 (+0.8053877903864937) | > avg_loss_duration: 2.2655290456918573 (-0.008918019441457758) | > avg_loss_1: 34.5388507109422 (+1.5747645451472323)  > EPOCH: 199/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:40:32)   --> TIME: 2024-06-10 23:40:35 -- STEP: 4/330 -- GLOBAL_STEP: 153675 | > loss_disc: 2.2509846687316895 (2.291352927684784) | > loss_disc_real_0: 0.09505808353424072 (0.10102692991495132) | > loss_disc_real_1: 0.21463635563850403 (0.17976707965135574) | > loss_disc_real_2: 0.2316054403781891 (0.21145406737923622) | > loss_disc_real_3: 0.23424142599105835 (0.22563472390174866) | > loss_disc_real_4: 0.19506099820137024 (0.22212082147598267) | > loss_disc_real_5: 0.19229407608509064 (0.20602865889668465) | > loss_0: 2.2509846687316895 (2.291352927684784) | > grad_norm_0: tensor(7.7094, device='cuda:0') (tensor(6.6084, device='cuda:0')) | > loss_gen: 2.5036158561706543 (2.4919537901878357) | > loss_kl: 1.6217912435531616 (1.7144512236118317) | > loss_feat: 7.012846946716309 (7.028244614601135) | > loss_mel: 18.787586212158203 (19.07869291305542) | > loss_duration: 2.290435314178467 (2.295059859752655) | > loss_1: 32.21627426147461 (32.608402252197266) | > grad_norm_1: tensor(113.3610, device='cuda:0') (tensor(109.9909, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3376 (0.3501148819923401) | > loader_time: 0.003 (0.0034450888633728027)  --> TIME: 2024-06-10 23:40:43 -- STEP: 29/330 -- GLOBAL_STEP: 153700 | > loss_disc: 2.292797327041626 (2.2410237706940745) | > loss_disc_real_0: 0.1322784721851349 (0.1083023442790426) | > loss_disc_real_1: 0.24554388225078583 (0.19623389377676206) | > loss_disc_real_2: 0.23444142937660217 (0.21256217206346578) | > loss_disc_real_3: 0.23696677386760712 (0.21878501927030497) | > loss_disc_real_4: 0.24178187549114227 (0.21250809215266128) | > loss_disc_real_5: 0.2350853532552719 (0.2068887784563262) | > loss_0: 2.292797327041626 (2.2410237706940745) | > grad_norm_0: tensor(7.0285, device='cuda:0') (tensor(6.8879, device='cuda:0')) | > loss_gen: 2.6834094524383545 (2.606014728546143) | > loss_kl: 1.7596787214279175 (1.7559991622793263) | > loss_feat: 7.4679059982299805 (7.313727888567694) | > loss_mel: 18.93486785888672 (19.124780260283377) | > loss_duration: 2.0643069744110107 (2.1188511108529977) | > loss_1: 32.9101676940918 (32.91937354515339) | > grad_norm_1: tensor(50.0129, device='cuda:0') (tensor(86.4380, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3428 (0.3447682364233609) | > loader_time: 0.0039 (0.003361068922897865)  --> TIME: 2024-06-10 23:40:52 -- STEP: 54/330 -- GLOBAL_STEP: 153725 | > loss_disc: 2.193601608276367 (2.256411676053648) | > loss_disc_real_0: 0.0892319306731224 (0.1098084510476501) | > loss_disc_real_1: 0.19839799404144287 (0.1956036595834626) | > loss_disc_real_2: 0.1819068193435669 (0.2136311244081568) | > loss_disc_real_3: 0.22150938212871552 (0.22304814640018675) | > loss_disc_real_4: 0.22139966487884521 (0.215149301621649) | > loss_disc_real_5: 0.19520977139472961 (0.2086827807404377) | > loss_0: 2.193601608276367 (2.256411676053648) | > grad_norm_0: tensor(6.9762, device='cuda:0') (tensor(7.2503, device='cuda:0')) | > loss_gen: 2.6217448711395264 (2.5971824504711014) | > loss_kl: 1.910935640335083 (1.7499741382069058) | > loss_feat: 7.394939422607422 (7.368870699847186) | > loss_mel: 19.611614227294922 (19.16685591803657) | > loss_duration: 2.048022747039795 (2.0861233406596713) | > loss_1: 33.58725357055664 (32.969006750318734) | > grad_norm_1: tensor(94.4182, device='cuda:0') (tensor(91.1833, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3569 (0.3443149681444521) | > loader_time: 0.0034 (0.003451660827354149)  --> TIME: 2024-06-10 23:41:01 -- STEP: 79/330 -- GLOBAL_STEP: 153750 | > loss_disc: 2.3623480796813965 (2.2651586955106713) | > loss_disc_real_0: 0.16192016005516052 (0.11217693861904024) | > loss_disc_real_1: 0.22413446009159088 (0.19770159751554076) | > loss_disc_real_2: 0.20254243910312653 (0.2127390237925928) | > loss_disc_real_3: 0.23982127010822296 (0.22433132291594637) | > loss_disc_real_4: 0.23571239411830902 (0.21478536404386347) | > loss_disc_real_5: 0.21614745259284973 (0.20916953758348392) | > loss_0: 2.3623480796813965 (2.2651586955106713) | > grad_norm_0: tensor(7.4633, device='cuda:0') (tensor(7.5901, device='cuda:0')) | > loss_gen: 2.675400972366333 (2.5992509594446496) | > loss_kl: 1.5996460914611816 (1.752868189087397) | > loss_feat: 6.96369743347168 (7.395292481289634) | > loss_mel: 18.953540802001953 (19.180901129034503) | > loss_duration: 2.0061936378479004 (2.0710976018181326) | > loss_1: 32.19847869873047 (32.99941048441053) | > grad_norm_1: tensor(84.8086, device='cuda:0') (tensor(92.3168, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3503 (0.3458077696305287) | > loader_time: 0.0035 (0.00352414348457433)  --> TIME: 2024-06-10 23:41:10 -- STEP: 104/330 -- GLOBAL_STEP: 153775 | > loss_disc: 2.2788562774658203 (2.2809962928295127) | > loss_disc_real_0: 0.0999218076467514 (0.11414129344316629) | > loss_disc_real_1: 0.15462397038936615 (0.19873566839557427) | > loss_disc_real_2: 0.29301121830940247 (0.21512636155463183) | > loss_disc_real_3: 0.21221016347408295 (0.22390098712192133) | > loss_disc_real_4: 0.22128739953041077 (0.21730461286810726) | > loss_disc_real_5: 0.21120035648345947 (0.21040027746214315) | > loss_0: 2.2788562774658203 (2.2809962928295127) | > grad_norm_0: tensor(9.9077, device='cuda:0') (tensor(8.2245, device='cuda:0')) | > loss_gen: 2.5200603008270264 (2.579058424784586) | > loss_kl: 1.786348819732666 (1.7516343238262029) | > loss_feat: 7.782533168792725 (7.349653487022106) | > loss_mel: 18.971235275268555 (19.223106182538558) | > loss_duration: 2.106934070587158 (2.067601093879113) | > loss_1: 33.167110443115234 (32.971053563631486) | > grad_norm_1: tensor(67.0738, device='cuda:0') (tensor(99.1290, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3539 (0.3465862572193146) | > loader_time: 0.0039 (0.0036153609936053935)  --> TIME: 2024-06-10 23:41:19 -- STEP: 129/330 -- GLOBAL_STEP: 153800 | > loss_disc: 2.3211729526519775 (2.288328760354093) | > loss_disc_real_0: 0.13099756836891174 (0.11546100953290629) | > loss_disc_real_1: 0.1862216293811798 (0.19961405724518058) | > loss_disc_real_2: 0.2335008829832077 (0.21362699683784514) | > loss_disc_real_3: 0.22272688150405884 (0.22451986534188884) | > loss_disc_real_4: 0.1764371246099472 (0.21809375286102292) | > loss_disc_real_5: 0.2030724138021469 (0.2112819689881894) | > loss_0: 2.3211729526519775 (2.288328760354093) | > grad_norm_0: tensor(10.4703, device='cuda:0') (tensor(9.4091, device='cuda:0')) | > loss_gen: 2.419440269470215 (2.5770432228265796) | > loss_kl: 1.6490671634674072 (1.7552046156668848) | > loss_feat: 6.422242164611816 (7.343325855195984) | > loss_mel: 18.492671966552734 (19.189172582108853) | > loss_duration: 2.040748357772827 (2.0663639907689064) | > loss_1: 31.024169921875 (32.9311103229375) | > grad_norm_1: tensor(146.5237, device='cuda:0') (tensor(114.7467, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3768 (0.3492595262305681) | > loader_time: 0.0052 (0.0037266191586043484)  --> TIME: 2024-06-10 23:41:29 -- STEP: 154/330 -- GLOBAL_STEP: 153825 | > loss_disc: 2.145583391189575 (2.2913052942845704) | > loss_disc_real_0: 0.1788768172264099 (0.11615395681424574) | > loss_disc_real_1: 0.1769828498363495 (0.19979440624063668) | > loss_disc_real_2: 0.17832240462303162 (0.21360141638811522) | > loss_disc_real_3: 0.19099114835262299 (0.22413422863978844) | > loss_disc_real_4: 0.2154524326324463 (0.21830772289207995) | > loss_disc_real_5: 0.20099633932113647 (0.21162543997362063) | > loss_0: 2.145583391189575 (2.2913052942845704) | > grad_norm_0: tensor(33.5147, device='cuda:0') (tensor(11.6697, device='cuda:0')) | > loss_gen: 2.7569282054901123 (2.577948581088673) | > loss_kl: 1.6751629114151 (1.747498650055427) | > loss_feat: 7.996903896331787 (7.356998394061993) | > loss_mel: 19.05071449279785 (19.20719413014201) | > loss_duration: 2.056950569152832 (2.0665794378751294) | > loss_1: 33.536659240722656 (32.95621927682457) | > grad_norm_1: tensor(191.8262, device='cuda:0') (tensor(139.5676, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3809 (0.353248244756228) | > loader_time: 0.0044 (0.0038743375183699965)  --> TIME: 2024-06-10 23:41:39 -- STEP: 179/330 -- GLOBAL_STEP: 153850 | > loss_disc: 2.3467109203338623 (2.2930828486074923) | > loss_disc_real_0: 0.13911539316177368 (0.1158854803642747) | > loss_disc_real_1: 0.1684357225894928 (0.19927605337270815) | > loss_disc_real_2: 0.20013783872127533 (0.2146485917395053) | > loss_disc_real_3: 0.22213034331798553 (0.22471141931730942) | > loss_disc_real_4: 0.22287805378437042 (0.21816971556767398) | > loss_disc_real_5: 0.19347763061523438 (0.21172008292968048) | > loss_0: 2.3467109203338623 (2.2930828486074923) | > grad_norm_0: tensor(24.0056, device='cuda:0') (tensor(13.3825, device='cuda:0')) | > loss_gen: 2.5813703536987305 (2.576988317447001) | > loss_kl: 1.6993249654769897 (1.7440118636498905) | > loss_feat: 7.9046783447265625 (7.376250272356598) | > loss_mel: 18.811168670654297 (19.185912766270132) | > loss_duration: 2.1090087890625 (2.0714602350522693) | > loss_1: 33.105552673339844 (32.954623611279686) | > grad_norm_1: tensor(408.2606, device='cuda:0') (tensor(162.0015, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.3778 (0.3574604268846565) | > loader_time: 0.0057 (0.004013389182490343)  --> TIME: 2024-06-10 23:41:49 -- STEP: 204/330 -- GLOBAL_STEP: 153875 | > loss_disc: 2.3353219032287598 (2.288401909902981) | > loss_disc_real_0: 0.15445183217525482 (0.11530179541338892) | > loss_disc_real_1: 0.189963698387146 (0.1992976426639978) | > loss_disc_real_2: 0.18810905516147614 (0.21450902178299186) | > loss_disc_real_3: 0.2441355139017105 (0.22393872099472026) | > loss_disc_real_4: 0.215452179312706 (0.21758312286407333) | > loss_disc_real_5: 0.18572477996349335 (0.2107527995956879) | > loss_0: 2.3353219032287598 (2.288401909902981) | > grad_norm_0: tensor(30.2572, device='cuda:0') (tensor(15.9377, device='cuda:0')) | > loss_gen: 2.703073501586914 (2.5852216435413733) | > loss_kl: 1.8901644945144653 (1.7461852174179227) | > loss_feat: 8.828697204589844 (7.419960482447755) | > loss_mel: 20.046939849853516 (19.174485281401992) | > loss_duration: 2.0725436210632324 (2.0772658294322457) | > loss_1: 35.54141616821289 (33.00311858981263) | > grad_norm_1: tensor(441.8934, device='cuda:0') (tensor(185.5100, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.4009 (0.36216699142082065) | > loader_time: 0.0048 (0.004155288724338303)  --> TIME: 2024-06-10 23:41:59 -- STEP: 229/330 -- GLOBAL_STEP: 153900 | > loss_disc: 2.408535957336426 (2.2824442303336827) | > loss_disc_real_0: 0.18080705404281616 (0.1142569236685095) | > 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0.006 (0.004298052933538839)  --> TIME: 2024-06-10 23:42:10 -- STEP: 254/330 -- GLOBAL_STEP: 153925 | > loss_disc: 2.0701727867126465 (2.2844679318075074) | > loss_disc_real_0: 0.0753849670290947 (0.11455865210200858) | > loss_disc_real_1: 0.1450584977865219 (0.19935421305378595) | > loss_disc_real_2: 0.22553519904613495 (0.2144353403233167) | > loss_disc_real_3: 0.19835956394672394 (0.22388021606863953) | > loss_disc_real_4: 0.15813381969928741 (0.21753944204313544) | > loss_disc_real_5: 0.17369653284549713 (0.21046904351298265) | > loss_0: 2.0701727867126465 (2.2844679318075074) | > grad_norm_0: tensor(15.2998, device='cuda:0') (tensor(20.3874, device='cuda:0')) | > loss_gen: 2.8739826679229736 (2.5991514545726027) | > loss_kl: 1.7954415082931519 (1.746116934798834) | > loss_feat: 8.24862289428711 (7.451316519985049) | > loss_mel: 18.872207641601562 (19.09560535460945) | > loss_duration: 2.09399151802063 (2.0901467837686614) | > loss_1: 33.884246826171875 (32.98233715568001) | > grad_norm_1: tensor(476.4877, device='cuda:0') (tensor(217.9538, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.4309 (0.37212414535011834) | > loader_time: 0.0057 (0.0044456288570494116)  --> TIME: 2024-06-10 23:42:21 -- STEP: 279/330 -- GLOBAL_STEP: 153950 | > loss_disc: 2.208022356033325 (2.2856973738653235) | > loss_disc_real_0: 0.12043958157300949 (0.11600437345096715) | > loss_disc_real_1: 0.1995498687028885 (0.1995385334055911) | > loss_disc_real_2: 0.22439953684806824 (0.21403136021561087) | > loss_disc_real_3: 0.22320950031280518 (0.223801844436208) | > loss_disc_real_4: 0.221291184425354 (0.21776026562123307) | > loss_disc_real_5: 0.21530050039291382 (0.21072460321115338) | > loss_0: 2.208022356033325 (2.2856973738653235) | > grad_norm_0: tensor(30.1309, device='cuda:0') (tensor(21.8020, device='cuda:0')) | > loss_gen: 2.7752678394317627 (2.5981225497406437) | > loss_kl: 1.9046001434326172 (1.7483391898507286) | > loss_feat: 7.94096040725708 (7.461335159971722) | > loss_mel: 18.410810470581055 (19.06556311303142) | > loss_duration: 2.165804624557495 (2.0980032353418276) | > loss_1: 33.197444915771484 (32.97136331373645) | > grad_norm_1: tensor(593.0969, device='cuda:0') (tensor(233.2247, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.4428 (0.378081262752574) | > loader_time: 0.0063 (0.0046024869419767815)  --> TIME: 2024-06-10 23:42:33 -- STEP: 304/330 -- GLOBAL_STEP: 153975 | > loss_disc: 2.387253522872925 (2.287854501291323) | > loss_disc_real_0: 0.1611095815896988 (0.11641970430010636) | > loss_disc_real_1: 0.22074364125728607 (0.20015596676813927) | > loss_disc_real_2: 0.19610144197940826 (0.21366250201275475) | > loss_disc_real_3: 0.2042960822582245 (0.22341289537909784) | > loss_disc_real_4: 0.16665539145469666 (0.21778195022948468) | > loss_disc_real_5: 0.16321483254432678 (0.2110521796796667) | > loss_0: 2.387253522872925 (2.287854501291323) | > grad_norm_0: tensor(15.2826, device='cuda:0') (tensor(21.6422, device='cuda:0')) | > loss_gen: 2.498467445373535 (2.5919077145425877) | > loss_kl: 1.7269831895828247 (1.7490552934376813) | > loss_feat: 8.672137260437012 (7.4841713481827785) | > loss_mel: 18.802593231201172 (19.028426854233988) | > loss_duration: 2.244452953338623 (2.107741192767496) | > loss_1: 33.94463348388672 (32.96130246865123) | > grad_norm_1: tensor(229.6433, device='cuda:0') (tensor(238.7470, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.4696 (0.3865264724743994) | > loader_time: 0.0086 (0.004805965643180039)  --> TIME: 2024-06-10 23:43:00 -- STEP: 329/330 -- GLOBAL_STEP: 154000 | > loss_disc: 2.556748390197754 (2.2951146346095097) | > loss_disc_real_0: 0.12689532339572906 (0.11786877188412614) | > loss_disc_real_1: 0.08905693143606186 (0.20189240744682788) | > loss_disc_real_2: 0.2072155773639679 (0.21388949299836957) | > loss_disc_real_3: 0.22883807122707367 (0.2233806591718755) | > loss_disc_real_4: 0.167129784822464 (0.2184430316407629) | > loss_disc_real_5: 0.19847117364406586 (0.2117504351588368) | > loss_0: 2.556748390197754 (2.2951146346095097) | > grad_norm_0: tensor(17.2305, device='cuda:0') (tensor(21.3669, device='cuda:0')) | > loss_gen: 2.370854139328003 (2.586209696476942) | > loss_kl: 1.972025752067566 (1.7573907697816746) | > loss_feat: 12.079988479614258 (7.584298372993353) | > loss_mel: 20.218265533447266 (18.99853887818867) | > loss_duration: 2.2781622409820557 (2.1209758023722927) | > loss_1: 38.91929626464844 (33.04741357380134) | > grad_norm_1: tensor(321.3352, device='cuda:0') (tensor(240.9596, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 12.6718 (0.43732497757329053) | > loader_time: 0.0339 (0.005255517988581783) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_154000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.467984199523926 (2.467984199523926) | > loss_disc_real_0: 0.09367634356021881 (0.09367634356021881) | > loss_disc_real_1: 0.18046054244041443 (0.18046054244041443) | > loss_disc_real_2: 0.24344956874847412 (0.24344956874847412) | > loss_disc_real_3: 0.2782803177833557 (0.2782803177833557) | > loss_disc_real_4: 0.23046283423900604 (0.23046283423900604) | > loss_disc_real_5: 0.24932831525802612 (0.24932831525802612) | > loss_0: 2.467984199523926 (2.467984199523926) | > loss_gen: 2.170196056365967 (2.170196056365967) | > loss_kl: 1.5194072723388672 (1.5194072723388672) | > loss_feat: 6.327815532684326 (6.327815532684326) | > loss_mel: 18.292943954467773 (18.292943954467773) | > loss_duration: 2.8512234687805176 (2.8512234687805176) | > loss_1: 31.16158676147461 (31.16158676147461)  --> STEP: 1 | > loss_disc: 2.1661877632141113 (2.1661877632141113) | > loss_disc_real_0: 0.05753187835216522 (0.05753187835216522) | > loss_disc_real_1: 0.13652969896793365 (0.13652969896793365) | > loss_disc_real_2: 0.17070946097373962 (0.17070946097373962) | > loss_disc_real_3: 0.24065923690795898 (0.24065923690795898) | > loss_disc_real_4: 0.18972556293010712 (0.18972556293010712) | > loss_disc_real_5: 0.1832515001296997 (0.1832515001296997) | > loss_0: 2.1661877632141113 (2.1661877632141113) | > loss_gen: 2.2160000801086426 (2.2160000801086426) | > loss_kl: 1.7879319190979004 (1.7879319190979004) | > loss_feat: 6.883213996887207 (6.883213996887207) | > loss_mel: 19.820043563842773 (19.820043563842773) | > loss_duration: 2.2964229583740234 (2.2964229583740234) | > loss_1: 33.00361251831055 (33.00361251831055)  --> STEP: 2 | > loss_disc: 2.2427573204040527 (2.204472541809082) | > loss_disc_real_0: 0.18212951719760895 (0.11983069777488708) | > loss_disc_real_1: 0.18739934265613556 (0.1619645208120346) | > loss_disc_real_2: 0.25849637389183044 (0.21460291743278503) | > loss_disc_real_3: 0.24848712980747223 (0.2445731833577156) | > loss_disc_real_4: 0.23205120861530304 (0.21088838577270508) | > loss_disc_real_5: 0.21598978340625763 (0.19962064176797867) | > loss_0: 2.2427573204040527 (2.204472541809082) | > loss_gen: 2.7640795707702637 (2.490039825439453) | > loss_kl: 2.708306074142456 (2.2481189966201782) | > loss_feat: 6.686626434326172 (6.7849202156066895) | > loss_mel: 20.09878921508789 (19.959416389465332) | > loss_duration: 2.400663375854492 (2.348543167114258) | > loss_1: 34.65846252441406 (33.831037521362305)  --> STEP: 3 | > loss_disc: 2.075176239013672 (2.161373774210612) | > loss_disc_real_0: 0.12514609098434448 (0.12160249551137288) | > loss_disc_real_1: 0.18592220544815063 (0.16995041569073996) | > loss_disc_real_2: 0.18870703876018524 (0.20597095787525177) | > loss_disc_real_3: 0.22722436487674713 (0.23879024386405945) | > loss_disc_real_4: 0.2634229063987732 (0.22839989264806113) | > loss_disc_real_5: 0.1913292407989502 (0.19685684144496918) | > loss_0: 2.075176239013672 (2.161373774210612) | > loss_gen: 2.999866485595703 (2.6599820454915366) | > loss_kl: 2.080132007598877 (2.1921233336130777) | > loss_feat: 7.091440677642822 (6.887093702952067) | > loss_mel: 21.6306209564209 (20.51648457845052) | > loss_duration: 2.185683250427246 (2.2942565282185874) | > loss_1: 35.98774337768555 (34.549939473470054)  --> STEP: 4 | > loss_disc: 2.283723831176758 (2.1919612884521484) | > loss_disc_real_0: 0.21912433207035065 (0.14598295465111732) | > loss_disc_real_1: 0.12666606903076172 (0.1591293290257454) | > loss_disc_real_2: 0.24374498426914215 (0.21541446447372437) | > loss_disc_real_3: 0.31876373291015625 (0.25878361612558365) | > loss_disc_real_4: 0.20339083671569824 (0.2221476286649704) | > loss_disc_real_5: 0.1949402093887329 (0.1963776834309101) | > loss_0: 2.283723831176758 (2.1919612884521484) | > loss_gen: 2.688213348388672 (2.6670398712158203) | > loss_kl: 2.3676319122314453 (2.2360004782676697) | > loss_feat: 5.632730960845947 (6.573503017425537) | > loss_mel: 19.44245719909668 (20.24797773361206) | > loss_duration: 2.2574148178100586 (2.285046100616455) | > loss_1: 32.38844680786133 (34.00956630706787)  --> STEP: 5 | > loss_disc: 2.0553407669067383 (2.1646371841430665) | > loss_disc_real_0: 0.1023358553647995 (0.13725353479385377) | > loss_disc_real_1: 0.14785729348659515 (0.15687492191791536) | > loss_disc_real_2: 0.20337632298469543 (0.2130068361759186) | > loss_disc_real_3: 0.25134798884391785 (0.2572964906692505) | > loss_disc_real_4: 0.18146522343158722 (0.21401114761829376) | > loss_disc_real_5: 0.14156851172447205 (0.1854158490896225) | > loss_0: 2.0553407669067383 (2.1646371841430665) | > loss_gen: 2.7205238342285156 (2.6777366638183593) | > loss_kl: 2.3578882217407227 (2.26037802696228) | > loss_feat: 6.502274513244629 (6.559257316589355) | > loss_mel: 18.35488510131836 (19.86935920715332) | > loss_duration: 2.391876697540283 (2.3064122200012207) | > loss_1: 32.327449798583984 (33.673143005371095)  --> STEP: 6 | > loss_disc: 2.5799710750579834 (2.2338594992955527) | > loss_disc_real_0: 0.0967915952205658 (0.13050987819830576) | > loss_disc_real_1: 0.20068010687828064 (0.16417578607797623) | > loss_disc_real_2: 0.26227056980133057 (0.2212174584468206) | > loss_disc_real_3: 0.33924809098243713 (0.27095509072144824) | > loss_disc_real_4: 0.2508513331413269 (0.22015117853879929) | > loss_disc_real_5: 0.23677052557468414 (0.19397496183713278) | > loss_0: 2.5799710750579834 (2.2338594992955527) | > loss_gen: 2.285924196243286 (2.6124345858891806) | > loss_kl: 2.4781155586242676 (2.2966676155726113) | > loss_feat: 5.407613754272461 (6.367316722869873) | > loss_mel: 17.065784454345703 (19.40209674835205) | > loss_duration: 2.140024185180664 (2.2786808808644614) | > loss_1: 29.37746238708496 (32.95719623565674)  --> STEP: 7 | > loss_disc: 2.570416212081909 (2.2819390296936035) | > loss_disc_real_0: 0.28294098377227783 (0.15228575042315892) | > loss_disc_real_1: 0.17921927571296692 (0.16632485602583205) | > loss_disc_real_2: 0.23545244336128235 (0.2232510277203151) | > loss_disc_real_3: 0.29891160130500793 (0.2749488779476711) | > loss_disc_real_4: 0.30722686648368835 (0.2325905625309263) | > loss_disc_real_5: 0.2934871017932892 (0.2081909818308694) | > loss_0: 2.570416212081909 (2.2819390296936035) | > loss_gen: 2.613394260406494 (2.6125716822487965) | > loss_kl: 3.007254123687744 (2.398179973874773) | > loss_feat: 6.5136260986328125 (6.388218062264579) | > loss_mel: 21.173381805419922 (19.65513747079032) | > loss_duration: 2.440396785736084 (2.3017831529889787) | > loss_1: 35.748050689697266 (33.355889729091096)  --> STEP: 8 | > loss_disc: 2.5556588172912598 (2.3161540031433105) | > loss_disc_real_0: 0.21206620335578918 (0.1597583070397377) | > loss_disc_real_1: 0.21714076399803162 (0.172676844522357) | > loss_disc_real_2: 0.1653023064136505 (0.21600743755698204) | > loss_disc_real_3: 0.29036834836006165 (0.2768763117492199) | > loss_disc_real_4: 0.18124836683273315 (0.22617278806865215) | > loss_disc_real_5: 0.2192929983139038 (0.2095787338912487) | > loss_0: 2.5556588172912598 (2.3161540031433105) | > loss_gen: 2.4281814098358154 (2.589522898197174) | > loss_kl: 2.0812184810638428 (2.358559787273407) | > loss_feat: 8.739550590515137 (6.682134628295898) | > loss_mel: 18.77105712890625 (19.54462742805481) | > loss_duration: 2.156872510910034 (2.2836693227291107) | > loss_1: 34.1768798828125 (33.458513498306274)  --> STEP: 9 | > loss_disc: 2.334275245666504 (2.3181674745347767) | > loss_disc_real_0: 0.11927730590105057 (0.15526041802432802) | > loss_disc_real_1: 0.12728606164455414 (0.1676334242026011) | > loss_disc_real_2: 0.22510941326618195 (0.21701876819133759) | > loss_disc_real_3: 0.2204248458147049 (0.2706039266453849) | > loss_disc_real_4: 0.19645346701145172 (0.22287064128451878) | > loss_disc_real_5: 0.2183811515569687 (0.21055678029855093) | > loss_0: 2.334275245666504 (2.3181674745347767) | > loss_gen: 2.5525782108306885 (2.5854179329342313) | > loss_kl: 1.9302998781204224 (2.310975352923075) | > loss_feat: 9.788370132446289 (7.027271906534831) | > loss_mel: 19.03972816467285 (19.48852750990126) | > loss_duration: 2.060054302215576 (2.258823209338718) | > loss_1: 35.37103271484375 (33.671015633477104)  --> STEP: 10 | > loss_disc: 2.698648452758789 (2.356215572357178) | > loss_disc_real_0: 0.20351159572601318 (0.16008553579449653) | > loss_disc_real_1: 0.2133481651544571 (0.1722048982977867) | > loss_disc_real_2: 0.301961749792099 (0.22551306635141372) | > loss_disc_real_3: 0.274757444858551 (0.2710192784667015) | > loss_disc_real_4: 0.24720853567123413 (0.2253044307231903) | > loss_disc_real_5: 0.31746381521224976 (0.22124748378992082) | > loss_0: 2.698648452758789 (2.356215572357178) | > loss_gen: 2.6369686126708984 (2.5905730009078978) | > loss_kl: 2.242655038833618 (2.30414332151413) | > loss_feat: 6.79072380065918 (7.0036170959472654) | > loss_mel: 19.620615005493164 (19.50173625946045) | > loss_duration: 2.306295871734619 (2.263570475578308) | > loss_1: 33.597259521484375 (33.66364002227783)  --> STEP: 11 | > loss_disc: 2.4868552684783936 (2.3680919083681973) | > loss_disc_real_0: 0.21280455589294434 (0.16487817398526453) | > loss_disc_real_1: 0.14469189941883087 (0.169703716581518) | > loss_disc_real_2: 0.2135867029428482 (0.2244288514960896) | > loss_disc_real_3: 0.26463180780410767 (0.27043859931555664) | > loss_disc_real_4: 0.3100954592227936 (0.23301270604133606) | > loss_disc_real_5: 0.3316665589809418 (0.23128558153455908) | > loss_0: 2.4868552684783936 (2.3680919083681973) | > loss_gen: 2.6293716430664062 (2.594100150195035) | > loss_kl: 2.635767698287964 (2.3342909921299326) | > loss_feat: 5.031276702880859 (6.824313423850319) | > loss_mel: 17.47789192199707 (19.31775041060014) | > loss_duration: 2.4075233936309814 (2.2766571044921875) | > loss_1: 30.18183135986328 (33.34711196205833)  --> STEP: 12 | > loss_disc: 2.115267276763916 (2.3470231890678406) | > loss_disc_real_0: 0.08375465869903564 (0.15811788104474545) | > loss_disc_real_1: 0.18314994871616364 (0.1708242359260718) | > loss_disc_real_2: 0.17562519013881683 (0.22036187971631685) | > loss_disc_real_3: 0.18948234617710114 (0.26369224488735205) | > loss_disc_real_4: 0.18304143846035004 (0.22884843374292055) | > loss_disc_real_5: 0.14420224726200104 (0.22402863701184592) | > loss_0: 2.115267276763916 (2.3470231890678406) | > loss_gen: 2.5257163047790527 (2.58840149641037) | > loss_kl: 2.3755626678466797 (2.3377302984396615) | > loss_feat: 7.753347396850586 (6.901732921600342) | > loss_mel: 18.97411346435547 (19.289113998413086) | > loss_duration: 2.2170486450195312 (2.2716897328694663) | > loss_1: 33.845787048339844 (33.38866821924845)  --> STEP: 13 | > loss_disc: 2.5946977138519287 (2.3660750755896935) | > loss_disc_real_0: 0.2636350095272064 (0.16623458323570398) | > loss_disc_real_1: 0.2147202491760254 (0.1742008523299144) | > loss_disc_real_2: 0.21297957003116608 (0.21979400974053603) | > loss_disc_real_3: 0.2938622832298279 (0.2660130170675425) | > loss_disc_real_4: 0.21086880564689636 (0.22746538542784178) | > loss_disc_real_5: 0.24162007868289948 (0.22538182483269617) | > loss_0: 2.5946977138519287 (2.3660750755896935) | > loss_gen: 2.3336949348449707 (2.568808683982262) | > loss_kl: 2.6473870277404785 (2.361550046847417) | > loss_feat: 7.280330657958984 (6.9308558243971605) | > loss_mel: 19.430267333984375 (19.299971947303185) | > loss_duration: 2.129202365875244 (2.260729166177603) | > loss_1: 33.82088088989258 (33.42191534775954)  --> STEP: 14 | > loss_disc: 2.016270399093628 (2.341089027268546) | > loss_disc_real_0: 0.12099595367908478 (0.1630032525530883) | > loss_disc_real_1: 0.12266391515731812 (0.1705196425318718) | > loss_disc_real_2: 0.1367395669221878 (0.21386154953922545) | > loss_disc_real_3: 0.24958954751491547 (0.2648399120994977) | > loss_disc_real_4: 0.18178141117095947 (0.22420224440949305) | > loss_disc_real_5: 0.16307954490184784 (0.22093166198049272) | > loss_0: 2.016270399093628 (2.341089027268546) | > loss_gen: 2.435903549194336 (2.559315460068839) | > loss_kl: 2.7069718837738037 (2.3862230351993015) | > loss_feat: 8.336760520935059 (7.031277588435581) | > loss_mel: 20.195560455322266 (19.363942555018834) | > loss_duration: 2.3486926555633545 (2.2670122725622996) | > loss_1: 36.023887634277344 (33.60777051108224)  --> STEP: 15 | > loss_disc: 2.3019747734069824 (2.338481410344442) | > loss_disc_real_0: 0.19047872722148895 (0.16483495086431504) | > loss_disc_real_1: 0.14626695215702057 (0.16890279650688172) | > loss_disc_real_2: 0.28122061491012573 (0.21835215389728546) | > loss_disc_real_3: 0.2635940909385681 (0.2647568573554357) | > loss_disc_real_4: 0.22590170800685883 (0.22431554198265075) | > loss_disc_real_5: 0.16992922127246857 (0.21753149926662446) | > loss_0: 2.3019747734069824 (2.338481410344442) | > loss_gen: 2.8881211280822754 (2.5812358379364015) | > loss_kl: 2.582547187805176 (2.399311312039693) | > loss_feat: 10.5912446975708 (7.268608729044597) | > loss_mel: 18.865907669067383 (19.330740229288736) | > loss_duration: 2.306896209716797 (2.2696712017059326) | > loss_1: 37.234718322753906 (33.849567031860346)  --> STEP: 16 | > loss_disc: 2.1497557163238525 (2.326686054468155) | > loss_disc_real_0: 0.18818795680999756 (0.1662945137359202) | > loss_disc_real_1: 0.16323888301849365 (0.16854880191385746) | > loss_disc_real_2: 0.22874286770820618 (0.219001573510468) | > loss_disc_real_3: 0.23533819615840912 (0.26291819103062153) | > loss_disc_real_4: 0.23463542759418488 (0.22496053483337164) | > loss_disc_real_5: 0.17840524017810822 (0.21508610807359219) | > loss_0: 2.1497557163238525 (2.326686054468155) | > loss_gen: 3.043623924255371 (2.610135093331337) | > loss_kl: 2.122703790664673 (2.3820233419537544) | > loss_feat: 8.521232604980469 (7.346897721290588) | > loss_mel: 18.07795524597168 (19.25244116783142) | > loss_duration: 2.340294361114502 (2.274085149168968) | > loss_1: 34.10580825805664 (33.86558210849761)  --> STEP: 17 | > loss_disc: 2.294745922088623 (2.324807223151712) | > loss_disc_real_0: 0.14297892153263092 (0.1649230083121973) | > loss_disc_real_1: 0.1260574460029602 (0.16604931038968704) | > loss_disc_real_2: 0.1964956372976303 (0.21767769490971284) | > loss_disc_real_3: 0.19150851666927338 (0.2587176219505422) | > loss_disc_real_4: 0.23613925278186798 (0.22561810647740083) | > loss_disc_real_5: 0.18827958405017853 (0.21350925371927373) | > loss_0: 2.294745922088623 (2.324807223151712) | > loss_gen: 2.505375862121582 (2.603972785613116) | > loss_kl: 1.9172892570495605 (2.354686042841743) | > loss_feat: 8.902484893798828 (7.438402849085191) | > loss_mel: 19.31121826171875 (19.25589864394244) | > loss_duration: 2.3560798168182373 (2.278908364913043) | > loss_1: 34.99244689941406 (33.93186827266917)  --> STEP: 18 | > loss_disc: 2.1577048301696777 (2.3155237568749323) | > loss_disc_real_0: 0.1513967514038086 (0.16417154959506458) | > loss_disc_real_1: 0.15271605551242828 (0.16530857400761712) | > loss_disc_real_2: 0.16032522916793823 (0.2144914468129476) | > loss_disc_real_3: 0.18071116507053375 (0.25438392990165287) | > loss_disc_real_4: 0.20040680468082428 (0.22421747859981325) | > loss_disc_real_5: 0.19452881813049316 (0.2124547850754526) | > loss_0: 2.1577048301696777 (2.3155237568749323) | > loss_gen: 2.5258853435516357 (2.5996345943874783) | > loss_kl: 2.344627618789673 (2.354127241505517) | > loss_feat: 9.064532279968262 (7.528743373023139) | > loss_mel: 19.788982391357422 (19.285514407687717) | > loss_duration: 2.2249159812927246 (2.2759087880452475) | > loss_1: 35.948944091796875 (34.043928040398484)  --> STEP: 19 | > loss_disc: 2.5771589279174805 (2.3292940290350663) | > loss_disc_real_0: 0.26697036623954773 (0.16958201362898476) | > loss_disc_real_1: 0.18373055756092072 (0.1662781520893699) | > loss_disc_real_2: 0.24308589100837708 (0.21599641756007545) | > loss_disc_real_3: 0.36325597763061523 (0.2601140376768614) | > loss_disc_real_4: 0.23982486128807068 (0.22503891979393206) | > loss_disc_real_5: 0.23542548716068268 (0.21366376939572787) | > loss_0: 2.5771589279174805 (2.3292940290350663) | > loss_gen: 2.504340410232544 (2.594619111010903) | > loss_kl: 1.5344547033309937 (2.3109865816015946) | > loss_feat: 5.973538875579834 (7.44689050473665) | > loss_mel: 19.089183807373047 (19.27518121819747) | > loss_duration: 2.32228946685791 (2.2783498764038086) | > loss_1: 31.423809051513672 (33.906027040983496)  --> STEP: 20 | > loss_disc: 2.5139758586883545 (2.3385281205177306) | > loss_disc_real_0: 0.12382607161998749 (0.16729421652853488) | > loss_disc_real_1: 0.11402289569377899 (0.16366538926959037) | > loss_disc_real_2: 0.21633440256118774 (0.21601331681013108) | > loss_disc_real_3: 0.3174605667591095 (0.26298136413097384) | > loss_disc_real_4: 0.24247431755065918 (0.22591068968176842) | > loss_disc_real_5: 0.2906792163848877 (0.21751454174518586) | > loss_0: 2.5139758586883545 (2.3385281205177306) | > loss_gen: 2.3810911178588867 (2.583942711353302) | > loss_kl: 2.2392823696136475 (2.3074013710021974) | > loss_feat: 6.688119411468506 (7.408951950073242) | > loss_mel: 19.9783878326416 (19.310341548919677) | > loss_duration: 2.3123998641967773 (2.280052375793457) | > loss_1: 33.599281311035156 (33.890689754486075)  --> STEP: 21 | > loss_disc: 2.7443363666534424 (2.3578523227146695) | > loss_disc_real_0: 0.3012322187423706 (0.17367221663395563) | > loss_disc_real_1: 0.22979885339736938 (0.16681460184710367) | > loss_disc_real_2: 0.28058046102523804 (0.21908794272513615) | > loss_disc_real_3: 0.29786863923072815 (0.26464266294524785) | > loss_disc_real_4: 0.2631649374961853 (0.22768470148245493) | > loss_disc_real_5: 0.22224055230617523 (0.21773958986713773) | > loss_0: 2.7443363666534424 (2.3578523227146695) | > loss_gen: 2.5220978260040283 (2.5809977168128606) | > loss_kl: 2.3520514965057373 (2.309527567454747) | > loss_feat: 6.412686824798584 (7.361510753631592) | > loss_mel: 17.62334632873535 (19.230008443196613) | > loss_duration: 2.160607099533081 (2.274364505495344) | > loss_1: 31.070789337158203 (33.75640878223236)  --> STEP: 22 | > loss_disc: 2.4966259002685547 (2.3641602126034824) | > loss_disc_real_0: 0.14912858605384827 (0.17255659706213258) | > loss_disc_real_1: 0.11829415708780289 (0.16460912708531727) | > loss_disc_real_2: 0.14708112180233002 (0.21581490541046316) | > loss_disc_real_3: 0.2112930566072464 (0.26221768083897506) | > loss_disc_real_4: 0.24068789184093475 (0.22827575558965857) | > loss_disc_real_5: 0.21099472045898438 (0.21743300489403986) | > loss_0: 2.4966259002685547 (2.3641602126034824) | > loss_gen: 2.231154680252075 (2.565095760605552) | > loss_kl: 2.180422067642212 (2.303659135645086) | > loss_feat: 7.992318153381348 (7.390183817256581) | > loss_mel: 19.254165649414062 (19.23110649802468) | > loss_duration: 2.138413906097412 (2.2681849327954384) | > loss_1: 33.79647445678711 (33.75822994925758)  --> STEP: 23 | > loss_disc: 2.3505263328552246 (2.3635674352231235) | > loss_disc_real_0: 0.14026841521263123 (0.171152763068676) | > loss_disc_real_1: 0.18880422413349152 (0.16566108782654224) | > loss_disc_real_2: 0.26150962710380554 (0.2178016324406085) | > loss_disc_real_3: 0.2923145592212677 (0.26352624076863995) | > loss_disc_real_4: 0.2173452526330948 (0.22780051633067752) | > loss_disc_real_5: 0.24698053300380707 (0.21871768002924713) | > loss_0: 2.3505263328552246 (2.3635674352231235) | > loss_gen: 2.4623143672943115 (2.560627004374629) | > loss_kl: 2.6220364570617676 (2.317501627880594) | > loss_feat: 5.733548164367676 (7.318156180174454) | > loss_mel: 18.70352554321289 (19.20816819564156) | > loss_duration: 2.274296760559082 (2.268450664437336) | > loss_1: 31.79572296142578 (33.67290355848228)  --> STEP: 24 | > loss_disc: 2.4905333518981934 (2.3688576817512517) | > loss_disc_real_0: 0.13463068008422852 (0.16963100961099067) | > loss_disc_real_1: 0.14834725856781006 (0.16493967827409506) | > loss_disc_real_2: 0.36625009775161743 (0.22398698516190052) | > loss_disc_real_3: 0.21702387928962708 (0.26158864237368107) | > loss_disc_real_4: 0.25049176812171936 (0.22874598515530428) | > loss_disc_real_5: 0.20934967696666718 (0.2183273465683063) | > loss_0: 2.4905333518981934 (2.3688576817512517) | > loss_gen: 2.4963834285736084 (2.557950188716253) | > loss_kl: 2.452838659286499 (2.32314067085584) | > loss_feat: 6.942902088165283 (7.302520593007405) | > loss_mel: 19.481359481811523 (19.21955116589864) | > loss_duration: 2.4468183517456055 (2.2758826514085135) | > loss_1: 33.8203010559082 (33.67904512087503)  --> STEP: 25 | > loss_disc: 2.3379836082458496 (2.367622718811036) | > loss_disc_real_0: 0.18068009614944458 (0.17007297307252883) | > loss_disc_real_1: 0.1734776347875595 (0.16528119653463363) | > loss_disc_real_2: 0.22921094298362732 (0.2241959434747696) | > loss_disc_real_3: 0.19562342762947083 (0.2589500337839127) | > loss_disc_real_4: 0.20123247802257538 (0.2276454448699951) | > loss_disc_real_5: 0.15751546621322632 (0.2158948713541031) | > loss_0: 2.3379836082458496 (2.367622718811036) | > loss_gen: 2.104282855987549 (2.5398034954071047) | > loss_kl: 2.6890671253204346 (2.337777729034424) | > loss_feat: 4.979979038238525 (7.20961893081665) | > loss_mel: 14.157581329345703 (19.017072372436523) | > loss_duration: 2.3392982482910156 (2.2784192752838135) | > loss_1: 26.27020835876465 (33.38269165039062)  --> STEP: 26 | > loss_disc: 2.411275863647461 (2.3693016859201292) | > loss_disc_real_0: 0.10865441709756851 (0.16771072091964576) | > loss_disc_real_1: 0.17538104951381683 (0.1656696524184484) | > loss_disc_real_2: 0.1731080561876297 (0.22223102473295653) | > loss_disc_real_3: 0.2624087333679199 (0.2590830606909899) | > loss_disc_real_4: 0.2226276695728302 (0.22745245351241186) | > loss_disc_real_5: 0.1662101000547409 (0.21398391861181992) | > loss_0: 2.411275863647461 (2.3693016859201292) | > loss_gen: 2.0629971027374268 (2.5214647879967322) | > loss_kl: 2.033062696456909 (2.3260579200891347) | > loss_feat: 5.421147346496582 (7.140831562188955) | > loss_mel: 14.587197303771973 (18.84669256210327) | > loss_duration: 2.263854503631592 (2.277859091758728) | > loss_1: 26.368261337280273 (33.11290586911714) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023631866161639868 (-0.00015207437368539717) | > avg_loss_disc: 2.3693016859201292 (+0.05773039047534745) | > avg_loss_disc_real_0: 0.16771072091964576 (+0.03981023396436981) | > avg_loss_disc_real_1: 0.1656696524184484 (-0.01045584248808712) | > avg_loss_disc_real_2: 0.22223102473295653 (-0.020109330232326805) | > avg_loss_disc_real_3: 0.2590830606909899 (+0.03048653957935485) | > avg_loss_disc_real_4: 0.22745245351241186 (+0.00019327694406875984) | > avg_loss_disc_real_5: 0.21398391861181992 (-0.006997795632252335) | > avg_loss_0: 2.3693016859201292 (+0.05773039047534745) | > avg_loss_gen: 2.5214647879967322 (-0.005911286060626519) | > avg_loss_kl: 2.3260579200891347 (-0.0817547853176408) | > avg_loss_feat: 7.140831562188955 (-0.601866116890541) | > avg_loss_mel: 18.84669256210327 (-0.7487424703744736) | > avg_loss_duration: 2.277859091758728 (+0.012330046066870715) | > avg_loss_1: 33.11290586911714 (-1.425944841825057)  > EPOCH: 200/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:43:10)   --> TIME: 2024-06-10 23:43:20 -- STEP: 24/330 -- GLOBAL_STEP: 154025 | > loss_disc: 2.3113555908203125 (2.3227239350477853) | > loss_disc_real_0: 0.08201193809509277 (0.1070056464523077) | > loss_disc_real_1: 0.17444196343421936 (0.19767593033611774) | > loss_disc_real_2: 0.20890453457832336 (0.21353519707918167) | > loss_disc_real_3: 0.22603407502174377 (0.22655992085735002) | > loss_disc_real_4: 0.21482236683368683 (0.22391858510673046) | > loss_disc_real_5: 0.20506466925144196 (0.2167139525214831) | > loss_0: 2.3113555908203125 (2.3227239350477853) | > grad_norm_0: tensor(4.4592, device='cuda:0') (tensor(10.5687, device='cuda:0')) | > loss_gen: 2.477848768234253 (2.504089991251628) | > loss_kl: 1.9865256547927856 (1.7701382040977478) | > loss_feat: 7.5210957527160645 (7.093466381231944) | > loss_mel: 19.331789016723633 (19.12951922416687) | > loss_duration: 2.025259494781494 (2.1397978812456127) | > loss_1: 33.3425178527832 (32.63701176643371) | > grad_norm_1: tensor(36.4711, device='cuda:0') (tensor(107.5489, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3384 (0.34671275814374286) | > loader_time: 0.003 (0.003167142470677694)  --> TIME: 2024-06-10 23:43:29 -- STEP: 49/330 -- GLOBAL_STEP: 154050 | > loss_disc: 2.1213021278381348 (2.2834207816999785) | > loss_disc_real_0: 0.10130059719085693 (0.10808114372954077) | > loss_disc_real_1: 0.17106445133686066 (0.1957707593635637) | > loss_disc_real_2: 0.1948470026254654 (0.21236396930655654) | > loss_disc_real_3: 0.21076887845993042 (0.22518315728829832) | > loss_disc_real_4: 0.2005646526813507 (0.2208432153779633) | > loss_disc_real_5: 0.18128852546215057 (0.21279672761352694) | > loss_0: 2.1213021278381348 (2.2834207816999785) | > grad_norm_0: tensor(16.7843, device='cuda:0') (tensor(12.1503, device='cuda:0')) | > loss_gen: 2.7190873622894287 (2.541869382469021) | > loss_kl: 1.7659448385238647 (1.7615466604427414) | > loss_feat: 8.057185173034668 (7.2297574354677785) | > loss_mel: 19.08536148071289 (19.181291190945366) | > loss_duration: 2.0136160850524902 (2.0893839986956846) | > loss_1: 33.64119338989258 (32.80384873370734) | > grad_norm_1: tensor(225.0806, device='cuda:0') (tensor(141.0098, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3578 (0.3499761795511051) | > loader_time: 0.0034 (0.0033452072922064333)  --> TIME: 2024-06-10 23:43:38 -- STEP: 74/330 -- GLOBAL_STEP: 154075 | > loss_disc: 2.2267425060272217 (2.280795348657144) | > loss_disc_real_0: 0.07395267486572266 (0.11119245888816344) | > loss_disc_real_1: 0.16779103875160217 (0.19556838233728666) | > loss_disc_real_2: 0.1972464621067047 (0.21132699561280174) | > loss_disc_real_3: 0.21124067902565002 (0.2236377981466216) | > loss_disc_real_4: 0.18741829693317413 (0.21892968847139463) | > loss_disc_real_5: 0.18870127201080322 (0.21138963203977895) | > loss_0: 2.2267425060272217 (2.280795348657144) | > grad_norm_0: tensor(10.4253, device='cuda:0') (tensor(13.8685, device='cuda:0')) | > loss_gen: 2.5058860778808594 (2.5528292108226465) | > loss_kl: 1.6891775131225586 (1.7597057062226373) | > loss_feat: 7.080514907836914 (7.340077973700859) | > loss_mel: 18.717601776123047 (19.205126788165114) | > loss_duration: 1.975800633430481 (2.0704628148594413) | > loss_1: 31.96898078918457 (32.92820250021443) | > grad_norm_1: tensor(106.1159, device='cuda:0') (tensor(158.4568, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3744 (0.3542497673550168) | > loader_time: 0.0042 (0.0034700342126794763)  --> TIME: 2024-06-10 23:43:47 -- STEP: 99/330 -- GLOBAL_STEP: 154100 | > loss_disc: 2.2418320178985596 (2.282396424900402) | > loss_disc_real_0: 0.12284626066684723 (0.11232831148487149) | > loss_disc_real_1: 0.18786762654781342 (0.19687390493022072) | > loss_disc_real_2: 0.18474827706813812 (0.21233992745177915) | > loss_disc_real_3: 0.19237375259399414 (0.22430772206397973) | > loss_disc_real_4: 0.22343438863754272 (0.21888531292929794) | > loss_disc_real_5: 0.2406671792268753 (0.21254772339204345) | > loss_0: 2.2418320178985596 (2.282396424900402) | > grad_norm_0: tensor(39.0488, device='cuda:0') (tensor(16.7627, device='cuda:0')) | > loss_gen: 2.566831588745117 (2.5732002643623724) | > loss_kl: 1.644971489906311 (1.7594323266636243) | > loss_feat: 7.202820777893066 (7.406232284777092) | > loss_mel: 18.992280960083008 (19.207343130400687) | > loss_duration: 2.057554244995117 (2.0652879958200936) | > loss_1: 32.46445846557617 (33.01149609112981) | > grad_norm_1: tensor(336.5791, device='cuda:0') (tensor(189.9189, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3718 (0.3582443564829202) | > loader_time: 0.0037 (0.0035584574998027145)  --> TIME: 2024-06-10 23:43:57 -- STEP: 124/330 -- GLOBAL_STEP: 154125 | > loss_disc: 2.1825151443481445 (2.2778984596652383) | > loss_disc_real_0: 0.07322962582111359 (0.11024395496614518) | > loss_disc_real_1: 0.17558351159095764 (0.19701619157868047) | > loss_disc_real_2: 0.21345703303813934 (0.21344322074324854) | > loss_disc_real_3: 0.204482302069664 (0.2252049781382084) | > loss_disc_real_4: 0.20030732452869415 (0.2184560577715597) | > loss_disc_real_5: 0.21769332885742188 (0.21154010476123902) | > loss_0: 2.1825151443481445 (2.2778984596652383) | > grad_norm_0: tensor(8.2213, device='cuda:0') (tensor(18.2723, device='cuda:0')) | > loss_gen: 2.5520429611206055 (2.5897065497213787) | > loss_kl: 1.868992805480957 (1.76027359308735) | > loss_feat: 7.695917129516602 (7.444764537196005) | > loss_mel: 18.6972599029541 (19.213360509564797) | > loss_duration: 2.0702133178710938 (2.065455015628568) | > loss_1: 32.88442611694336 (33.07356033017559) | > grad_norm_1: tensor(232.7355, device='cuda:0') (tensor(203.2540, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.386 (0.3611492322337244) | > loader_time: 0.0038 (0.003639426923567249)  --> TIME: 2024-06-10 23:44:06 -- STEP: 149/330 -- GLOBAL_STEP: 154150 | > loss_disc: 2.2642083168029785 (2.271361102993857) | > loss_disc_real_0: 0.1027817577123642 (0.10990952690375731) | > loss_disc_real_1: 0.21551114320755005 (0.19654882274218055) | > loss_disc_real_2: 0.22590994834899902 (0.2130520615801715) | > loss_disc_real_3: 0.2176171839237213 (0.22440959593193643) | > loss_disc_real_4: 0.23430794477462769 (0.2179737761116668) | > loss_disc_real_5: 0.2062644362449646 (0.21098952105381344) | > loss_0: 2.2642083168029785 (2.271361102993857) | > grad_norm_0: tensor(23.8986, device='cuda:0') (tensor(18.7461, device='cuda:0')) | > loss_gen: 2.5551092624664307 (2.5935036816052928) | > loss_kl: 1.6763229370117188 (1.7645156063489467) | > loss_feat: 6.683897018432617 (7.469146677311635) | > loss_mel: 19.26487922668457 (19.191361420906617) | > loss_duration: 2.0825819969177246 (2.066606481603327) | > loss_1: 32.26279067993164 (33.0851339557827) | > grad_norm_1: tensor(161.5025, device='cuda:0') (tensor(216.1670, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3654 (0.3626598959801182) | > loader_time: 0.0042 (0.0037214996030666683)  --> TIME: 2024-06-10 23:44:16 -- STEP: 174/330 -- GLOBAL_STEP: 154175 | > loss_disc: 2.315305709838867 (2.2755541171150657) | > loss_disc_real_0: 0.11210383474826813 (0.11195129824095759) | > loss_disc_real_1: 0.18119008839130402 (0.19618876047175507) | > loss_disc_real_2: 0.23247933387756348 (0.21388992170492807) | > loss_disc_real_3: 0.24572910368442535 (0.22476463756342044) | > loss_disc_real_4: 0.2351795881986618 (0.21868083566084676) | > loss_disc_real_5: 0.2273954451084137 (0.21127624664155917) | > loss_0: 2.315305709838867 (2.2755541171150657) | > grad_norm_0: tensor(43.4577, device='cuda:0') (tensor(18.8721, device='cuda:0')) | > loss_gen: 2.404049873352051 (2.589362182836423) | > loss_kl: 1.8255820274353027 (1.7634226467417575) | > loss_feat: 7.270729064941406 (7.4702509353900775) | > loss_mel: 19.12590217590332 (19.165338768356136) | > loss_duration: 2.164134979248047 (2.069683835424225) | > loss_1: 32.79039764404297 (33.05805846466417) | > grad_norm_1: tensor(225.8439, device='cuda:0') (tensor(220.1111, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3818 (0.3648375505688547) | > loader_time: 0.0042 (0.0038046713533072636)  --> TIME: 2024-06-10 23:44:26 -- STEP: 199/330 -- GLOBAL_STEP: 154200 | > loss_disc: 2.2362656593322754 (2.2745464303385683) | > loss_disc_real_0: 0.15084271132946014 (0.11233404158946857) | > loss_disc_real_1: 0.17161743342876434 (0.19589066542872233) | > loss_disc_real_2: 0.24775554239749908 (0.2142710285120873) | > loss_disc_real_3: 0.214128777384758 (0.22417339427986338) | > loss_disc_real_4: 0.220247283577919 (0.218158696913839) | > loss_disc_real_5: 0.20035140216350555 (0.2114387618836446) | > loss_0: 2.2362656593322754 (2.2745464303385683) | > grad_norm_0: tensor(29.8522, device='cuda:0') (tensor(21.1437, device='cuda:0')) | > loss_gen: 2.674936294555664 (2.5926738935499336) | > loss_kl: 1.714205026626587 (1.762610791915625) | > loss_feat: 7.349247455596924 (7.478900700957332) | > loss_mel: 19.31414794921875 (19.12593186920011) | > loss_duration: 2.1828508377075195 (2.076001181674363) | > loss_1: 33.235389709472656 (33.03611849300826) | > grad_norm_1: tensor(200.1245, device='cuda:0') (tensor(240.9321, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.3921 (0.3676110823549817) | > loader_time: 0.0046 (0.003923679716023967)  --> TIME: 2024-06-10 23:44:36 -- STEP: 224/330 -- GLOBAL_STEP: 154225 | > loss_disc: 2.2541568279266357 (2.274553350039891) | > loss_disc_real_0: 0.1365833580493927 (0.11272224060459328) | > loss_disc_real_1: 0.20422157645225525 (0.19652202492579818) | > loss_disc_real_2: 0.2183537632226944 (0.2138017744624189) | > loss_disc_real_3: 0.21504274010658264 (0.22342044181589568) | > loss_disc_real_4: 0.19031430780887604 (0.21718981196837767) | > loss_disc_real_5: 0.22892996668815613 (0.21115503340427363) | > loss_0: 2.2541568279266357 (2.274553350039891) | > grad_norm_0: tensor(35.6243, device='cuda:0') (tensor(23.3010, device='cuda:0')) | > loss_gen: 2.6875648498535156 (2.597480003322874) | > loss_kl: 1.7688345909118652 (1.7603037532951151) | > loss_feat: 7.67464542388916 (7.495212518743107) | > loss_mel: 19.859264373779297 (19.100602882249003) | > loss_duration: 2.1871113777160645 (2.081863399062837) | > loss_1: 34.17742156982422 (33.03546260084423) | > grad_norm_1: tensor(570.5906, device='cuda:0') (tensor(252.9890, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.4053 (0.3712011320250375) | > loader_time: 0.0047 (0.004051022231578827)  --> TIME: 2024-06-10 23:44:47 -- STEP: 249/330 -- GLOBAL_STEP: 154250 | > loss_disc: 2.362698554992676 (2.278920680164812) | > loss_disc_real_0: 0.06279273331165314 (0.11317283060237107) | > loss_disc_real_1: 0.23102839291095734 (0.19685919020309983) | > loss_disc_real_2: 0.1631348580121994 (0.21382471290697536) | > loss_disc_real_3: 0.2285155951976776 (0.22378645633837305) | > loss_disc_real_4: 0.21752889454364777 (0.21810036568517188) | > loss_disc_real_5: 0.24532781541347504 (0.21180260684116778) | > loss_0: 2.362698554992676 (2.278920680164812) | > grad_norm_0: tensor(29.1511, device='cuda:0') (tensor(24.7485, device='cuda:0')) | > loss_gen: 2.6780128479003906 (2.6000243401431655) | > loss_kl: 1.717108964920044 (1.7590459953828987) | > loss_feat: 7.797421455383301 (7.503598102125298) | > loss_mel: 19.60427474975586 (19.073379386380964) | > loss_duration: 2.1356048583984375 (2.088664982692306) | > loss_1: 33.93242263793945 (33.02471287279243) | > grad_norm_1: tensor(461.1075, device='cuda:0') (tensor(261.5762, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.4077 (0.37542567482913836) | > loader_time: 0.0057 (0.004187017080774269)  --> TIME: 2024-06-10 23:44:58 -- STEP: 274/330 -- GLOBAL_STEP: 154275 | > loss_disc: 2.153890371322632 (2.2792669726114205) | > loss_disc_real_0: 0.10884533077478409 (0.11428183326701614) | > loss_disc_real_1: 0.20237582921981812 (0.19810108443463806) | > loss_disc_real_2: 0.22957806289196014 (0.2139564415943013) | > loss_disc_real_3: 0.22389806807041168 (0.22339001901610928) | > loss_disc_real_4: 0.16571152210235596 (0.21755194838029623) | > loss_disc_real_5: 0.1897648125886917 (0.21117820231801393) | > loss_0: 2.153890371322632 (2.2792669726114205) | > grad_norm_0: tensor(86.2105, device='cuda:0') (tensor(26.4512, device='cuda:0')) | > loss_gen: 2.6741442680358887 (2.602237445594621) | > loss_kl: 1.9775664806365967 (1.7614609229303624) | > loss_feat: 8.193456649780273 (7.520732345372221) | > loss_mel: 18.582414627075195 (19.023448394162802) | > loss_duration: 2.154198408126831 (2.0957936770724563) | > loss_1: 33.58177947998047 (33.00367283647076) | > grad_norm_1: tensor(471.8125, device='cuda:0') (tensor(273.1695, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.4358 (0.38049301700870486) | > loader_time: 0.0059 (0.004336234426846471)  --> TIME: 2024-06-10 23:45:09 -- STEP: 299/330 -- GLOBAL_STEP: 154300 | > loss_disc: 2.2228081226348877 (2.2838229335670084) | > loss_disc_real_0: 0.11038339138031006 (0.11489916029682128) | > loss_disc_real_1: 0.15996190905570984 (0.19891583854737485) | > loss_disc_real_2: 0.19784337282180786 (0.2145042312284776) | > loss_disc_real_3: 0.21660004556179047 (0.22386257215885813) | > loss_disc_real_4: 0.25202038884162903 (0.21800957146695624) | > loss_disc_real_5: 0.22049811482429504 (0.21150419748945778) | > loss_0: 2.2228081226348877 (2.2838229335670084) | > grad_norm_0: tensor(9.4243, device='cuda:0') (tensor(27.4324, device='cuda:0')) | > loss_gen: 2.532230854034424 (2.600462139250842) | > loss_kl: 1.8169279098510742 (1.7642880558568896) | > loss_feat: 8.092286109924316 (7.526056806379337) | > loss_mel: 19.269697189331055 (18.980584211572744) | > loss_duration: 2.251636028289795 (2.1049938433146416) | > loss_1: 33.96277618408203 (32.97638510381895) | > grad_norm_1: tensor(174.2184, device='cuda:0') (tensor(281.8795, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.4746 (0.3867483091194895) | > loader_time: 0.0065 (0.004506364713943125)  --> TIME: 2024-06-10 23:45:23 -- STEP: 324/330 -- GLOBAL_STEP: 154325 | > loss_disc: 2.2689309120178223 (2.28813832409588) | > loss_disc_real_0: 0.1275375932455063 (0.1165156861146291) | > loss_disc_real_1: 0.17495517432689667 (0.19973079009372516) | > loss_disc_real_2: 0.21822720766067505 (0.2144298811017731) | > loss_disc_real_3: 0.1959356963634491 (0.2234358126182615) | > loss_disc_real_4: 0.2617993652820587 (0.21827518162719997) | > loss_disc_real_5: 0.18983568251132965 (0.21148675178856025) | > loss_0: 2.2689309120178223 (2.28813832409588) | > grad_norm_0: tensor(8.7312, device='cuda:0') (tensor(26.6215, device='cuda:0')) | > loss_gen: 2.482595682144165 (2.5955025664082285) | > loss_kl: 1.9632313251495361 (1.7689420683884327) | > loss_feat: 10.55452823638916 (7.578893536402855) | > loss_mel: 18.88840103149414 (18.944631011397732) | > loss_duration: 2.304229259490967 (2.1184153770223095) | > loss_1: 36.19298553466797 (33.00638459052568) | > grad_norm_1: tensor(66.5288, device='cuda:0') (tensor(276.3733, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.5923 (0.398716732307717) | > loader_time: 0.0099 (0.004782452995394484)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.640662670135498 (2.640662670135498) | > loss_disc_real_0: 0.15656742453575134 (0.15656742453575134) | > loss_disc_real_1: 0.21531860530376434 (0.21531860530376434) | > loss_disc_real_2: 0.23102593421936035 (0.23102593421936035) | > loss_disc_real_3: 0.226118803024292 (0.226118803024292) | > loss_disc_real_4: 0.2413368672132492 (0.2413368672132492) | > loss_disc_real_5: 0.1615694910287857 (0.1615694910287857) | > loss_0: 2.640662670135498 (2.640662670135498) | > loss_gen: 2.0061354637145996 (2.0061354637145996) | > loss_kl: 1.5984781980514526 (1.5984781980514526) | > loss_feat: 4.874196529388428 (4.874196529388428) | > loss_mel: 16.479555130004883 (16.479555130004883) | > loss_duration: 2.8711323738098145 (2.8711323738098145) | > loss_1: 27.829498291015625 (27.829498291015625)  --> STEP: 1 | > loss_disc: 2.122225761413574 (2.122225761413574) | > loss_disc_real_0: 0.13119842112064362 (0.13119842112064362) | > loss_disc_real_1: 0.22202545404434204 (0.22202545404434204) | > loss_disc_real_2: 0.1772814393043518 (0.1772814393043518) | > loss_disc_real_3: 0.23869121074676514 (0.23869121074676514) | > loss_disc_real_4: 0.19430188834667206 (0.19430188834667206) | > loss_disc_real_5: 0.17416024208068848 (0.17416024208068848) | > loss_0: 2.122225761413574 (2.122225761413574) | > loss_gen: 2.574406385421753 (2.574406385421753) | > loss_kl: 2.1147162914276123 (2.1147162914276123) | > loss_feat: 7.024842262268066 (7.024842262268066) | > loss_mel: 19.62617301940918 (19.62617301940918) | > loss_duration: 2.345193862915039 (2.345193862915039) | > loss_1: 33.685333251953125 (33.685333251953125)  --> STEP: 2 | > loss_disc: 2.3160080909729004 (2.2191169261932373) | > loss_disc_real_0: 0.1908961534500122 (0.1610472872853279) | > loss_disc_real_1: 0.15737350285053253 (0.1896994784474373) | > loss_disc_real_2: 0.21036088466644287 (0.19382116198539734) | > loss_disc_real_3: 0.2602042555809021 (0.24944773316383362) | > loss_disc_real_4: 0.2304825633764267 (0.21239222586154938) | > loss_disc_real_5: 0.17298895120620728 (0.17357459664344788) | > loss_0: 2.3160080909729004 (2.2191169261932373) | > loss_gen: 2.5593574047088623 (2.5668818950653076) | > loss_kl: 1.6694786548614502 (1.8920974731445312) | > loss_feat: 6.581478118896484 (6.803160190582275) | > loss_mel: 19.15117835998535 (19.388675689697266) | > loss_duration: 2.453855037689209 (2.399524450302124) | > loss_1: 32.41534423828125 (33.05033874511719)  --> STEP: 3 | > loss_disc: 2.0784037113189697 (2.172212521235148) | > loss_disc_real_0: 0.054480522871017456 (0.12552503248055777) | > loss_disc_real_1: 0.20243589580059052 (0.19394495089848837) | > loss_disc_real_2: 0.17059513926506042 (0.1860791544119517) | > loss_disc_real_3: 0.17446544766426086 (0.22445363799730936) | > loss_disc_real_4: 0.2450225055217743 (0.22326898574829102) | > loss_disc_real_5: 0.21979136765003204 (0.18898018697897592) | > loss_0: 2.0784037113189697 (2.172212521235148) | > loss_gen: 2.4900014400482178 (2.541255076726278) | > loss_kl: 2.5285305976867676 (2.1042418479919434) | > loss_feat: 8.410387992858887 (7.3389027913411455) | > loss_mel: 20.372360229492188 (19.716570536295574) | > loss_duration: 2.1961398124694824 (2.3317295710245767) | > loss_1: 35.99742126464844 (34.03269958496094)  --> STEP: 4 | > loss_disc: 2.259678363800049 (2.1940789818763733) | > loss_disc_real_0: 0.07992954552173615 (0.11412616074085236) | > loss_disc_real_1: 0.11430936306715012 (0.1740360539406538) | > loss_disc_real_2: 0.15469464659690857 (0.17823302745819092) | > loss_disc_real_3: 0.18818537890911102 (0.21538657322525978) | > loss_disc_real_4: 0.2644634246826172 (0.23356759548187256) | > loss_disc_real_5: 0.22216686606407166 (0.19727685675024986) | > loss_0: 2.259678363800049 (2.1940789818763733) | > loss_gen: 2.220419406890869 (2.4610461592674255) | > loss_kl: 2.2304325103759766 (2.1357895135879517) | > loss_feat: 8.678701400756836 (7.673852443695068) | > loss_mel: 20.180301666259766 (19.83250331878662) | > loss_duration: 2.213991641998291 (2.3022950887680054) | > loss_1: 35.52384948730469 (34.405487060546875)  --> STEP: 5 | > loss_disc: 2.0629453659057617 (2.167852258682251) | > loss_disc_real_0: 0.14092175662517548 (0.11948527991771699) | > loss_disc_real_1: 0.23610523343086243 (0.18644988983869554) | > loss_disc_real_2: 0.18789352476596832 (0.1801651269197464) | > loss_disc_real_3: 0.22574061155319214 (0.21745738089084626) | > loss_disc_real_4: 0.16895540058612823 (0.2206451565027237) | > loss_disc_real_5: 0.15445862710475922 (0.18871321082115172) | > loss_0: 2.0629453659057617 (2.167852258682251) | > loss_gen: 2.7124648094177246 (2.5113298892974854) | > loss_kl: 2.2376720905303955 (2.1561660289764406) | > loss_feat: 7.16323184967041 (7.571728324890136) | > loss_mel: 19.546951293945312 (19.775392913818358) | > loss_duration: 2.355875253677368 (2.313011121749878) | > loss_1: 34.016197204589844 (34.32762908935547)  --> STEP: 6 | > loss_disc: 2.410382032394409 (2.2082738876342773) | > loss_disc_real_0: 0.18829292058944702 (0.130953220029672) | > loss_disc_real_1: 0.16427910327911377 (0.1827547587454319) | > loss_disc_real_2: 0.15297675132751465 (0.17563373098770776) | > loss_disc_real_3: 0.18466173112392426 (0.2119914392630259) | > loss_disc_real_4: 0.30124756693840027 (0.23407889157533646) | > loss_disc_real_5: 0.24992914497852325 (0.198915866514047) | > loss_0: 2.410382032394409 (2.2082738876342773) | > loss_gen: 2.290370225906372 (2.4745032787323) | > loss_kl: 2.0616602897644043 (2.140415072441101) | > loss_feat: 7.579046726226807 (7.572948058446248) | > loss_mel: 20.891496658325195 (19.9614102045695) | > loss_duration: 2.103563070297241 (2.2781031131744385) | > loss_1: 34.9261360168457 (34.42738024393717)  --> STEP: 7 | > loss_disc: 2.2025187015533447 (2.207451718194144) | > loss_disc_real_0: 0.05978179723024368 (0.12078587391546794) | > loss_disc_real_1: 0.24227316677570343 (0.1912573884640421) | > loss_disc_real_2: 0.15975119173526764 (0.17336479680878775) | > loss_disc_real_3: 0.22959788143634796 (0.2145066452877862) | > loss_disc_real_4: 0.21564173698425293 (0.2314450123480388) | > loss_disc_real_5: 0.20686383545398712 (0.20005129064832414) | > loss_0: 2.2025187015533447 (2.207451718194144) | > loss_gen: 2.5202577114105225 (2.4810396262577603) | > loss_kl: 2.8895151615142822 (2.247429370880127) | > loss_feat: 8.46544361114502 (7.7004474231175015) | > loss_mel: 21.087970733642578 (20.12234742300851) | > loss_duration: 2.3269453048706055 (2.2850805691310336) | > loss_1: 37.290130615234375 (34.83634458269392)  --> STEP: 8 | > loss_disc: 2.4373435974121094 (2.2361882030963898) | > loss_disc_real_0: 0.14090809226036072 (0.12330115120857954) | > loss_disc_real_1: 0.17351184785366058 (0.18903919588774443) | > loss_disc_real_2: 0.18986418843269348 (0.17542722076177597) | > loss_disc_real_3: 0.20652079582214355 (0.21350841410458088) | > loss_disc_real_4: 0.1566169112920761 (0.22209149971604347) | > loss_disc_real_5: 0.24267123639583588 (0.20537878386676311) | > loss_0: 2.4373435974121094 (2.2361882030963898) | > loss_gen: 1.9987902641296387 (2.420758455991745) | > loss_kl: 2.18790602684021 (2.2399889528751373) | > loss_feat: 8.161917686462402 (7.758131206035614) | > loss_mel: 17.694503784179688 (19.818866968154907) | > loss_duration: 2.168895721435547 (2.270557463169098) | > loss_1: 32.212013244628906 (34.50830316543579)  --> STEP: 9 | > loss_disc: 2.5231618881225586 (2.2680741680992975) | > loss_disc_real_0: 0.15492728352546692 (0.1268151659104559) | > loss_disc_real_1: 0.18684738874435425 (0.18879566176070106) | > loss_disc_real_2: 0.16880090534687042 (0.17469096349345314) | > loss_disc_real_3: 0.22275130450725555 (0.2145354019271003) | > loss_disc_real_4: 0.1883418709039688 (0.2183415409591463) | > loss_disc_real_5: 0.1828702688217163 (0.2028778377506468) | > loss_0: 2.5231618881225586 (2.2680741680992975) | > loss_gen: 2.015967607498169 (2.375781695048014) | > loss_kl: 1.9968229532241821 (2.2129705084694757) | > loss_feat: 8.690840721130371 (7.861765596601698) | > loss_mel: 19.63245391845703 (19.798154407077366) | > loss_duration: 2.0879015922546387 (2.2502623664008246) | > loss_1: 34.423988342285156 (34.49893485175239)  --> STEP: 10 | > loss_disc: 2.124490261077881 (2.2537157773971557) | > loss_disc_real_0: 0.14083129167556763 (0.12821677848696708) | > loss_disc_real_1: 0.19071991741657257 (0.18898808732628822) | > loss_disc_real_2: 0.18049152195453644 (0.17527101933956146) | > loss_disc_real_3: 0.20644813776016235 (0.2137266755104065) | > loss_disc_real_4: 0.20027485489845276 (0.21653487235307695) | > loss_disc_real_5: 0.2231319695711136 (0.2049032509326935) | > loss_0: 2.124490261077881 (2.2537157773971557) | > loss_gen: 2.8617403507232666 (2.4243775606155396) | > loss_kl: 2.0292391777038574 (2.194597375392914) | > loss_feat: 7.341272354125977 (7.809716272354126) | > loss_mel: 20.90553092956543 (19.90889205932617) | > loss_duration: 2.358959913253784 (2.2611321210861206) | > loss_1: 35.496742248535156 (34.59871559143066)  --> STEP: 11 | > loss_disc: 2.4403579235076904 (2.2706832452253862) | > loss_disc_real_0: 0.14068911969661713 (0.12935062768784436) | > loss_disc_real_1: 0.18356966972351074 (0.1884955039078539) | > loss_disc_real_2: 0.2653515040874481 (0.18346015431664206) | > loss_disc_real_3: 0.2561453580856323 (0.21758291938088156) | > loss_disc_real_4: 0.2623804211616516 (0.22070264951749283) | > loss_disc_real_5: 0.25438961386680603 (0.209402011199431) | > loss_0: 2.4403579235076904 (2.2706832452253862) | > loss_gen: 2.347989559173584 (2.417433196848089) | > loss_kl: 2.487192153930664 (2.2211969007145274) | > loss_feat: 6.524495601654053 (7.69287802956321) | > loss_mel: 18.90966796875 (19.81805350563743) | > loss_duration: 2.421886920928955 (2.2757461937991055) | > loss_1: 32.69123458862305 (34.42530822753906)  --> STEP: 12 | > loss_disc: 2.3438446521759033 (2.2767800291379294) | > loss_disc_real_0: 0.10290265828371048 (0.12714663023749986) | > loss_disc_real_1: 0.20826174318790436 (0.1901426905145248) | > loss_disc_real_2: 0.19208787381649017 (0.1841791309416294) | > loss_disc_real_3: 0.21288862824440002 (0.21719172845284143) | > loss_disc_real_4: 0.2064201682806015 (0.21951244274775186) | > loss_disc_real_5: 0.22136561572551727 (0.2103989782432715) | > loss_0: 2.3438446521759033 (2.2767800291379294) | > loss_gen: 2.3165488243103027 (2.4090261658032737) | > loss_kl: 2.3727476596832275 (2.233826130628586) | > loss_feat: 7.293977737426758 (7.659636338551839) | > loss_mel: 18.823516845703125 (19.735175450642902) | > loss_duration: 2.238753318786621 (2.2726634542147317) | > loss_1: 33.0455436706543 (34.31032784779867)  --> STEP: 13 | > loss_disc: 2.415630340576172 (2.287460822325486) | > loss_disc_real_0: 0.16686835885047913 (0.13020214782311365) | > loss_disc_real_1: 0.2260865718126297 (0.19290760446053284) | > loss_disc_real_2: 0.1952212154865265 (0.18502852206046766) | > loss_disc_real_3: 0.2857229709625244 (0.22246336249204782) | > loss_disc_real_4: 0.2498674988746643 (0.22184744706520668) | > loss_disc_real_5: 0.3179011940956116 (0.21866837946268228) | > loss_0: 2.415630340576172 (2.287460822325486) | > loss_gen: 2.7498819828033447 (2.435245844034048) | > loss_kl: 2.852414131164551 (2.281409822977506) | > loss_feat: 6.789976119995117 (7.592739398662861) | > loss_mel: 17.866897583007812 (19.591461768517128) | > loss_duration: 2.1569600105285645 (2.263763189315796) | > loss_1: 32.41613006591797 (34.16462032611553)  --> STEP: 14 | > loss_disc: 2.2086098194122314 (2.2818286078316823) | > loss_disc_real_0: 0.08446887135505676 (0.12693548521825243) | > loss_disc_real_1: 0.07904667407274246 (0.18477468086140497) | > loss_disc_real_2: 0.08567329496145248 (0.1779317201248237) | > loss_disc_real_3: 0.1998654007911682 (0.22084922237055643) | > loss_disc_real_4: 0.19794434309005737 (0.22014008249555314) | > loss_disc_real_5: 0.2117723971605301 (0.21817580929824285) | > loss_0: 2.2086098194122314 (2.2818286078316823) | > loss_gen: 2.2826156616210938 (2.4243436881474087) | > loss_kl: 2.4548697471618652 (2.2937998175621033) | > loss_feat: 8.323307991027832 (7.644922869546073) | > loss_mel: 20.591285705566406 (19.662877764020646) | > loss_duration: 2.3314144611358643 (2.268595423017229) | > loss_1: 35.983489990234375 (34.29453958783831)  --> STEP: 15 | > loss_disc: 2.2507104873657227 (2.279754066467285) | > loss_disc_real_0: 0.07586595416069031 (0.12353084981441495) | > loss_disc_real_1: 0.18017807602882385 (0.18446824053923289) | > loss_disc_real_2: 0.1545848697423935 (0.1763752634326617) | > loss_disc_real_3: 0.23121972382068634 (0.22154058913389843) | > loss_disc_real_4: 0.18311607837677002 (0.21767181555430096) | > loss_disc_real_5: 0.16514036059379578 (0.21464011271794636) | > loss_0: 2.2507104873657227 (2.279754066467285) | > loss_gen: 2.2635464668273926 (2.413623873392741) | > loss_kl: 2.8816184997558594 (2.332987729708354) | > loss_feat: 10.186549186706543 (7.814364624023438) | > loss_mel: 19.154308319091797 (19.628973134358723) | > loss_duration: 2.2732224464416504 (2.268903891245524) | > loss_1: 36.759246826171875 (34.45885340372721)  --> STEP: 16 | > loss_disc: 2.1006393432617188 (2.2685593962669373) | > loss_disc_real_0: 0.14148573577404022 (0.12465303018689153) | > loss_disc_real_1: 0.2511117458343506 (0.18863345962017775) | > loss_disc_real_2: 0.17446324229240417 (0.1762557621113956) | > loss_disc_real_3: 0.17662039399147034 (0.21873307693749666) | > loss_disc_real_4: 0.13222648203372955 (0.21233148220926523) | > loss_disc_real_5: 0.10243821144104004 (0.20762749388813972) | > loss_0: 2.1006393432617188 (2.2685593962669373) | > loss_gen: 2.903625011444092 (2.4442489445209503) | > loss_kl: 2.0595672130584717 (2.315898947417736) | > loss_feat: 9.057698249816895 (7.892072975635529) | > loss_mel: 18.530553817749023 (19.560321927070618) | > loss_duration: 2.3002865314483643 (2.2708653062582016) | > loss_1: 34.85173034667969 (34.48340821266174)  --> STEP: 17 | > loss_disc: 2.432451009750366 (2.2782000794130215) | > loss_disc_real_0: 0.12091991305351257 (0.12443343506139865) | > loss_disc_real_1: 0.23933415114879608 (0.19161585323950825) | > loss_disc_real_2: 0.26873382925987244 (0.18169564841424718) | > loss_disc_real_3: 0.27063384652137756 (0.2217860633836073) | > loss_disc_real_4: 0.25376197695732117 (0.21476857013562145) | > loss_disc_real_5: 0.2590939998626709 (0.21065493541605332) | > loss_0: 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(8.05834870868259) | > loss_mel: 20.49704360961914 (19.51161003112793) | > loss_duration: 2.2474262714385986 (2.271819419331021) | > loss_1: 40.364261627197266 (34.6258806652493)  --> STEP: 19 | > loss_disc: 2.5999813079833984 (2.287361697146767) | > loss_disc_real_0: 0.15021321177482605 (0.1289678545374619) | > loss_disc_real_1: 0.18390409648418427 (0.19390601782422318) | > loss_disc_real_2: 0.2131561040878296 (0.1789018892143902) | > loss_disc_real_3: 0.24897435307502747 (0.22139779831233777) | > loss_disc_real_4: 0.2381073236465454 (0.2148486430707731) | > loss_disc_real_5: 0.2521893084049225 (0.21147756513796354) | > loss_0: 2.5999813079833984 (2.287361697146767) | > loss_gen: 2.1933236122131348 (2.43911085630718) | > loss_kl: 1.5992279052734375 (2.2928049250652918) | > loss_feat: 8.821029663085938 (8.098489811545925) | > loss_mel: 16.81988525390625 (19.369940306011) | > loss_duration: 2.2957005500793457 (2.273076320949354) | > loss_1: 31.72916603088379 (34.47342200028269)  --> STEP: 20 | > loss_disc: 2.5953683853149414 (2.302762031555176) | > loss_disc_real_0: 0.13621610403060913 (0.12933026701211928) | > loss_disc_real_1: 0.18698769807815552 (0.1935601018369198) | > loss_disc_real_2: 0.2535743713378906 (0.1826355133205652) | > loss_disc_real_3: 0.2298947423696518 (0.22182264551520348) | > loss_disc_real_4: 0.27978506684303284 (0.21809546425938606) | > loss_disc_real_5: 0.2954261004924774 (0.21567499190568923) | > loss_0: 2.5953683853149414 (2.302762031555176) | > loss_gen: 2.316190481185913 (2.432964837551117) | > loss_kl: 1.7487586736679077 (2.2656026124954227) | > loss_feat: 7.933530330657959 (8.090241837501527) | > loss_mel: 19.668256759643555 (19.384856128692626) | > loss_duration: 2.312992572784424 (2.2750721335411073) | > loss_1: 33.97972869873047 (34.44873733520508)  --> STEP: 21 | > loss_disc: 2.4316718578338623 (2.3089005947113037) | > loss_disc_real_0: 0.16369658708572388 (0.13096675844419567) | > loss_disc_real_1: 0.24662379920482635 (0.19608694456872486) | > loss_disc_real_2: 0.269305944442749 (0.18676267670733587) | > loss_disc_real_3: 0.24095860123634338 (0.2227338815019244) | > loss_disc_real_4: 0.24537231028079987 (0.2193943616889772) | > loss_disc_real_5: 0.24337978661060333 (0.21699426784401848) | > loss_0: 2.4316718578338623 (2.3089005947113037) | > loss_gen: 2.3568854331970215 (2.4293420087723505) | > loss_kl: 2.4958336353302 (2.276565994535174) | > loss_feat: 3.626701593399048 (7.877692302068074) | > loss_mel: 15.291406631469727 (19.189929962158203) | > loss_duration: 2.1804134845733643 (2.2705645788283575) | > loss_1: 25.951242446899414 (34.044094721476235)  --> STEP: 22 | > loss_disc: 2.559823513031006 (2.320306181907654) | > loss_disc_real_0: 0.1301269829273224 (0.13092858682979233) | > loss_disc_real_1: 0.2033529281616211 (0.19641721655022015) | > loss_disc_real_2: 0.1744929701089859 (0.18620496277104726) | > loss_disc_real_3: 0.24444988369941711 (0.22372097251090137) | > loss_disc_real_4: 0.2881917357444763 (0.22252151505513626) | > loss_disc_real_5: 0.27938345074653625 (0.21983013979413293) | > loss_0: 2.559823513031006 (2.320306181907654) | > loss_gen: 2.134493589401245 (2.4159398078918457) | > loss_kl: 1.7809779644012451 (2.2540392658927226) | > loss_feat: 7.001549243927002 (7.837867617607117) | > loss_mel: 20.6425724029541 (19.255959164012562) | > loss_duration: 2.1085431575775146 (2.263199968771501) | > loss_1: 33.66813278198242 (34.02700554240834)  --> STEP: 23 | > loss_disc: 2.8587827682495117 (2.343718207400778) | > loss_disc_real_0: 0.15008355677127838 (0.13176141160985694) | > loss_disc_real_1: 0.18440479040145874 (0.1958949371524479) | > loss_disc_real_2: 0.18345250189304352 (0.18608529055896011) | > loss_disc_real_3: 0.22127830982208252 (0.22361476978530054) | > loss_disc_real_4: 0.22134119272232056 (0.2224701966928399) | > loss_disc_real_5: 0.23417671024799347 (0.22045390372690948) | > loss_0: 2.8587827682495117 (2.343718207400778) | > loss_gen: 1.7088980674743652 (2.385198862656303) | > loss_kl: 2.230234384536743 (2.253004271051158) | > loss_feat: 6.150881290435791 (7.764520385990972) | > loss_mel: 19.173856735229492 (19.252389493195906) | > loss_duration: 2.2734274864196777 (2.2636446434518565) | > loss_1: 31.53730010986328 (33.91875748012377)  --> STEP: 24 | > loss_disc: 2.348541259765625 (2.34391916791598) | > loss_disc_real_0: 0.10746389627456665 (0.1307490151375532) | > loss_disc_real_1: 0.19356201589107513 (0.1957977320998907) | > loss_disc_real_2: 0.24267369508743286 (0.18844314074764648) | > loss_disc_real_3: 0.19220401346683502 (0.22230598827203116) | > loss_disc_real_4: 0.21821129322052002 (0.22229274238149324) | > loss_disc_real_5: 0.284135103225708 (0.22310728703935942) | > loss_0: 2.348541259765625 (2.34391916791598) | > loss_gen: 2.3391306400299072 (2.3832793533802032) | > loss_kl: 2.25624942779541 (2.253139485915502) | > loss_feat: 8.723624229431152 (7.804483046134313) | > loss_mel: 17.13138198852539 (19.1640141805013) | > loss_duration: 2.3707423210144043 (2.2681070466836295) | > loss_1: 32.821128845214844 (33.873022953669235)  --> STEP: 25 | > loss_disc: 2.45436954498291 (2.348337182998657) | > loss_disc_real_0: 0.12352254986763 (0.13045995652675624) | > loss_disc_real_1: 0.2462671846151352 (0.19781651020050048) | > loss_disc_real_2: 0.22646477818489075 (0.18996400624513626) | > loss_disc_real_3: 0.24544300138950348 (0.22323146879673003) | > loss_disc_real_4: 0.21966728568077087 (0.22218772411346435) | > loss_disc_real_5: 0.2041776478290558 (0.22235010147094728) | > loss_0: 2.45436954498291 (2.348337182998657) | > loss_gen: 2.259582281112671 (2.3783314704895018) | > loss_kl: 2.5509259700775146 (2.2650509452819825) | > loss_feat: 6.635610103607178 (7.757728128433228) | > loss_mel: 17.265426635742188 (19.088070678710938) | > loss_duration: 2.3794775009155273 (2.2725618648529053) | > loss_1: 31.091022491455078 (33.76174293518067)  --> STEP: 26 | > loss_disc: 2.912336826324463 (2.3700294769727264) | > loss_disc_real_0: 0.22609275579452515 (0.13413814111397812) | > loss_disc_real_1: 0.22488482296466827 (0.19885759915296847) | > loss_disc_real_2: 0.28166458010673523 (0.1934909513936593) | > loss_disc_real_3: 0.3127734661102295 (0.22667539177032617) | > loss_disc_real_4: 0.27530571818351746 (0.22423072388538948) | > loss_disc_real_5: 0.3295193612575531 (0.2264719960781244) | > loss_0: 2.912336826324463 (2.3700294769727264) | > loss_gen: 1.8648862838745117 (2.3585835786966176) | > loss_kl: 1.9842089414596558 (2.2542493297503543) | > loss_feat: 2.2697596549987793 (7.546652417916518) | > loss_mel: 13.504593849182129 (18.873321569882908) | > loss_duration: 2.2978198528289795 (2.2735333259289083) | > loss_1: 21.921266555786133 (33.30633999751165) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024726757636437053 (+0.00010948914747971848) | > avg_loss_disc: 2.3700294769727264 (+0.0007277910525971265) | > avg_loss_disc_real_0: 0.13413814111397812 (-0.033572579805667635) | > avg_loss_disc_real_1: 0.19885759915296847 (+0.03318794673452008) | > avg_loss_disc_real_2: 0.1934909513936593 (-0.028740073339297234) | > avg_loss_disc_real_3: 0.22667539177032617 (-0.03240766892066374) | > avg_loss_disc_real_4: 0.22423072388538948 (-0.003221729627022385) | > avg_loss_disc_real_5: 0.2264719960781244 (+0.012488077466304481) | > avg_loss_0: 2.3700294769727264 (+0.0007277910525971265) | > avg_loss_gen: 2.3585835786966176 (-0.16288120930011463) | > avg_loss_kl: 2.2542493297503543 (-0.0718085903387804) | > avg_loss_feat: 7.546652417916518 (+0.4058208557275629) | > avg_loss_mel: 18.873321569882908 (+0.026629007779636282) | > avg_loss_duration: 2.2735333259289083 (-0.004325765829819694) | > avg_loss_1: 33.30633999751165 (+0.19343412839450735)  > EPOCH: 201/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:45:46)   --> TIME: 2024-06-10 23:45:54 -- STEP: 19/330 -- GLOBAL_STEP: 154350 | > loss_disc: 2.279341220855713 (2.2553290567900004) | > loss_disc_real_0: 0.07102695107460022 (0.1078157126903534) | > loss_disc_real_1: 0.21322831511497498 (0.1951585866903004) | > loss_disc_real_2: 0.24101105332374573 (0.21720419902550547) | > loss_disc_real_3: 0.22825054824352264 (0.2229647385446649) | > loss_disc_real_4: 0.21554559469223022 (0.2162843283854033) | > loss_disc_real_5: 0.20519974827766418 (0.20974464400818474) | > loss_0: 2.279341220855713 (2.2553290567900004) | > grad_norm_0: tensor(15.5605, device='cuda:0') (tensor(8.8085, device='cuda:0')) | > loss_gen: 2.5848469734191895 (2.6398606425837468) | > loss_kl: 1.625293493270874 (1.7095143104854382) | > loss_feat: 7.635129928588867 (7.338712315810354) | > loss_mel: 19.489681243896484 (19.43040024606805) | > loss_duration: 2.0620574951171875 (2.1761657564263595) | > loss_1: 33.397010803222656 (33.29465364155016) | > grad_norm_1: tensor(103.4090, device='cuda:0') (tensor(127.6352, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3325 (0.3411943034121865) | > loader_time: 0.0031 (0.002991914749145508)  --> TIME: 2024-06-10 23:46:03 -- STEP: 44/330 -- GLOBAL_STEP: 154375 | > loss_disc: 2.3285939693450928 (2.2716396125880154) | > loss_disc_real_0: 0.10928170382976532 (0.11046490428799932) | > loss_disc_real_1: 0.20289826393127441 (0.19496244192123413) | > loss_disc_real_2: 0.23257514834403992 (0.21595073525201192) | > loss_disc_real_3: 0.24563206732273102 (0.2271121642128988) | > loss_disc_real_4: 0.2697742283344269 (0.21904348954558372) | > loss_disc_real_5: 0.22406591475009918 (0.21124835921959442) | > loss_0: 2.3285939693450928 (2.2716396125880154) | > grad_norm_0: tensor(6.7323, device='cuda:0') (tensor(9.7777, device='cuda:0')) | > loss_gen: 2.5439138412475586 (2.6192054640163076) | > loss_kl: 1.5120158195495605 (1.713099642233415) | > loss_feat: 7.220005989074707 (7.362187450582331) | > loss_mel: 19.174224853515625 (19.38762877204201) | > loss_duration: 1.9883805513381958 (2.100863356481899) | > loss_1: 32.438541412353516 (33.182984612204805) | > grad_norm_1: tensor(91.9075, device='cuda:0') (tensor(140.7546, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3386 (0.3456596027721058) | > loader_time: 0.0032 (0.0031212947585365996)  --> TIME: 2024-06-10 23:46:12 -- STEP: 69/330 -- GLOBAL_STEP: 154400 | > loss_disc: 2.298978090286255 (2.287306516066842) | > loss_disc_real_0: 0.14592251181602478 (0.1120254479456639) | > loss_disc_real_1: 0.21111351251602173 (0.19731156571187836) | > loss_disc_real_2: 0.20875748991966248 (0.2182815390220587) | > loss_disc_real_3: 0.207659050822258 (0.22566984853018884) | > loss_disc_real_4: 0.21330098807811737 (0.22047013087549072) | > loss_disc_real_5: 0.21709302067756653 (0.21252228945925616) | > loss_0: 2.298978090286255 (2.287306516066842) | > grad_norm_0: tensor(16.9526, device='cuda:0') (tensor(11.6675, device='cuda:0')) | > loss_gen: 2.566288948059082 (2.5903870195582295) | > loss_kl: 1.7408252954483032 (1.7365498542785645) | > loss_feat: 7.454108238220215 (7.323666296143463) | > loss_mel: 18.142715454101562 (19.284631231556762) | > loss_duration: 1.9991846084594727 (2.077469557955644) | > loss_1: 31.903121948242188 (33.01270401996115) | > grad_norm_1: tensor(257.9329, device='cuda:0') (tensor(163.2362, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3449 (0.3478236854940221) | > loader_time: 0.0035 (0.0032445727915003685)  --> TIME: 2024-06-10 23:46:21 -- STEP: 94/330 -- GLOBAL_STEP: 154425 | > loss_disc: 2.2288670539855957 (2.272563812580514) | > loss_disc_real_0: 0.12057013064622879 (0.11301091035946886) | > loss_disc_real_1: 0.19297176599502563 (0.19734527455999495) | > loss_disc_real_2: 0.21301162242889404 (0.2155052567733095) | > loss_disc_real_3: 0.26251107454299927 (0.22350166516101105) | > loss_disc_real_4: 0.18876977264881134 (0.2183537814528384) | > loss_disc_real_5: 0.19114552438259125 (0.2086157740113583) | > loss_0: 2.2288670539855957 (2.272563812580514) | > grad_norm_0: tensor(17.2441, device='cuda:0') (tensor(12.7776, device='cuda:0')) | > loss_gen: 2.7707743644714355 (2.590960418924372) | > loss_kl: 1.8929411172866821 (1.7357055113670674) | > loss_feat: 7.986105918884277 (7.34472285940292) | > loss_mel: 19.783737182617188 (19.230077621784606) | > loss_duration: 2.0578484535217285 (2.067993979504766) | > loss_1: 34.49140930175781 (32.96946034532914) | > grad_norm_1: tensor(358.7716, device='cuda:0') (tensor(172.5890, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3803 (0.3538811663363842) | > loader_time: 0.0036 (0.0034205279451735475)  --> TIME: 2024-06-10 23:46:31 -- STEP: 119/330 -- GLOBAL_STEP: 154450 | > loss_disc: 2.2471816539764404 (2.269533201426017) | > loss_disc_real_0: 0.09468069672584534 (0.11321660056084144) | > loss_disc_real_1: 0.20267218351364136 (0.1971311813392559) | > loss_disc_real_2: 0.239416241645813 (0.21570107278202763) | > loss_disc_real_3: 0.20187830924987793 (0.22408553194098113) | > loss_disc_real_4: 0.20914100110530853 (0.21841704281939178) | > loss_disc_real_5: 0.2028675079345703 (0.20842758797797836) | > loss_0: 2.2471816539764404 (2.269533201426017) | > grad_norm_0: tensor(6.3804, device='cuda:0') (tensor(13.8435, device='cuda:0')) | > loss_gen: 2.7637603282928467 (2.604187959382514) | > loss_kl: 1.7285648584365845 (1.7380971678164827) | > loss_feat: 6.984776020050049 (7.418902685662277) | > loss_mel: 18.841169357299805 (19.22829829945283) | > loss_duration: 2.0436863899230957 (2.0655395153189886) | > loss_1: 32.36195755004883 (33.055025693749194) | > grad_norm_1: tensor(85.4982, device='cuda:0') (tensor(183.3197, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3898 (0.35730001906386943) | > loader_time: 0.004 (0.0035430303140848622)  --> TIME: 2024-06-10 23:46:40 -- STEP: 144/330 -- GLOBAL_STEP: 154475 | > loss_disc: 2.1891021728515625 (2.2757091936137943) | > loss_disc_real_0: 0.08268144726753235 (0.11473133927211165) | > loss_disc_real_1: 0.17069527506828308 (0.19770943301005497) | > loss_disc_real_2: 0.23656971752643585 (0.2154549186428388) | > loss_disc_real_3: 0.21850651502609253 (0.2248153399883045) | > loss_disc_real_4: 0.1975768357515335 (0.21815646253526208) | > loss_disc_real_5: 0.19556942582130432 (0.2093732529837224) | > loss_0: 2.1891021728515625 (2.2757091936137943) | > grad_norm_0: tensor(21.5119, device='cuda:0') (tensor(16.4097, device='cuda:0')) | > loss_gen: 2.842238426208496 (2.599245566460821) | > loss_kl: 1.7302908897399902 (1.7375769383377497) | > loss_feat: 8.849910736083984 (7.404085076517529) | > loss_mel: 19.53371238708496 (19.212282856305432) | > loss_duration: 2.0302839279174805 (2.067673222058347) | > loss_1: 34.9864387512207 (33.02086370521122) | > grad_norm_1: tensor(625.8404, device='cuda:0') (tensor(197.6631, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3889 (0.3607300536500082) | > loader_time: 0.004 (0.003660784827338325)  --> TIME: 2024-06-10 23:46:50 -- STEP: 169/330 -- GLOBAL_STEP: 154500 | > loss_disc: 2.3960866928100586 (2.2744866588411963) | > loss_disc_real_0: 0.14471200108528137 (0.11280758079339767) | > loss_disc_real_1: 0.22172674536705017 (0.1974283813019476) | > loss_disc_real_2: 0.20747913420200348 (0.21431532175935938) | > loss_disc_real_3: 0.23256179690361023 (0.22558784255614647) | > loss_disc_real_4: 0.22763831913471222 (0.21670066507963034) | > loss_disc_real_5: 0.21721021831035614 (0.21050692433436238) | > loss_0: 2.3960866928100586 (2.2744866588411963) | > grad_norm_0: tensor(37.6193, device='cuda:0') (tensor(17.7767, device='cuda:0')) | > loss_gen: 2.808070182800293 (2.6183054771649057) | > loss_kl: 1.6165837049484253 (1.737975854845442) | > loss_feat: 8.005799293518066 (7.467243411837245) | > loss_mel: 18.646562576293945 (19.20520306197849) | > loss_duration: 2.1127843856811523 (2.07034462372932) | > loss_1: 33.18980026245117 (33.09907239428641) | > grad_norm_1: tensor(217.3887, device='cuda:0') (tensor(202.3892, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3707 (0.3627431646606626) | > loader_time: 0.0046 (0.0037588424231173724) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_154500.pth  --> TIME: 2024-06-10 23:47:04 -- STEP: 194/330 -- GLOBAL_STEP: 154525 | > loss_disc: 2.296079635620117 (2.2803002485294948) | > loss_disc_real_0: 0.08916047215461731 (0.11254229304409519) | > loss_disc_real_1: 0.20099341869354248 (0.19784611701658092) | > loss_disc_real_2: 0.18124154210090637 (0.2142673866036012) | > loss_disc_real_3: 0.21212199330329895 (0.22525995086456083) | > loss_disc_real_4: 0.1977963149547577 (0.2184297483145576) | > loss_disc_real_5: 0.2068638801574707 (0.21085062215930403) | > loss_0: 2.296079635620117 (2.2803002485294948) | > grad_norm_0: tensor(12.6260, device='cuda:0') (tensor(18.9025, device='cuda:0')) | > loss_gen: 2.4169907569885254 (2.6113590911491635) | > loss_kl: 1.9031031131744385 (1.7318124125913246) | > loss_feat: 6.740698337554932 (7.447107986076591) | > loss_mel: 18.463825225830078 (19.18202679427628) | > loss_duration: 2.0773117542266846 (2.0757838542928377) | > loss_1: 31.601930618286133 (33.048090040069305) | > grad_norm_1: tensor(54.5749, device='cuda:0') (tensor(221.7830, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3766 (0.3656962839598508) | > loader_time: 0.0046 (0.0038838116164059983)  --> TIME: 2024-06-10 23:47:14 -- STEP: 219/330 -- GLOBAL_STEP: 154550 | > loss_disc: 2.204129695892334 (2.2803180587890504) | > loss_disc_real_0: 0.09674860537052155 (0.11319265089350748) | > loss_disc_real_1: 0.16367512941360474 (0.19743257189450197) | > loss_disc_real_2: 0.2142379730939865 (0.21476527061908757) | > loss_disc_real_3: 0.23264262080192566 (0.22476169364909604) | > loss_disc_real_4: 0.20475544035434723 (0.21905898387845793) | > loss_disc_real_5: 0.19982559978961945 (0.21112754886553164) | > loss_0: 2.204129695892334 (2.2803180587890504) | > grad_norm_0: tensor(8.7692, device='cuda:0') (tensor(20.2307, device='cuda:0')) | > loss_gen: 2.6512906551361084 (2.610376560524719) | > loss_kl: 1.8810560703277588 (1.7311458299149116) | > loss_feat: 8.141629219055176 (7.462540040821789) | > loss_mel: 19.158212661743164 (19.150929821136327) | > loss_duration: 2.1423237323760986 (2.0818807528987855) | > loss_1: 33.974510192871094 (33.03687287247892) | > grad_norm_1: tensor(311.5781, device='cuda:0') (tensor(239.1011, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.3942 (0.36872438208697594) | > loader_time: 0.0053 (0.004019794943125823)  --> TIME: 2024-06-10 23:47:25 -- STEP: 244/330 -- GLOBAL_STEP: 154575 | > loss_disc: 2.2231521606445312 (2.283536760533444) | > loss_disc_real_0: 0.16845399141311646 (0.11409796438500529) | > loss_disc_real_1: 0.23515214025974274 (0.19818219218830593) | > loss_disc_real_2: 0.20822615921497345 (0.21507983086783378) | > loss_disc_real_3: 0.22309930622577667 (0.22479393455337304) | > loss_disc_real_4: 0.1920165866613388 (0.2193624311294712) | > loss_disc_real_5: 0.17782603204250336 (0.2113392572911059) | > loss_0: 2.2231521606445312 (2.283536760533444) | > grad_norm_0: tensor(40.3409, device='cuda:0') (tensor(21.5999, device='cuda:0')) | > loss_gen: 2.6649417877197266 (2.608277074626235) | > loss_kl: 1.8069231510162354 (1.734166891359892) | > loss_feat: 7.4355597496032715 (7.46316743874159) | > loss_mel: 19.341115951538086 (19.14804882299704) | > loss_duration: 2.0888912677764893 (2.089341653663602) | > loss_1: 33.337432861328125 (33.043001792469994) | > grad_norm_1: tensor(538.3282, device='cuda:0') (tensor(254.5516, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.4256 (0.37310485077685995) | > loader_time: 0.0053 (0.00416466447173572)  --> TIME: 2024-06-10 23:47:36 -- STEP: 269/330 -- GLOBAL_STEP: 154600 | > loss_disc: 2.3367035388946533 (2.282858905295902) | > loss_disc_real_0: 0.13064152002334595 (0.1145163436859957) | > loss_disc_real_1: 0.231469064950943 (0.19848054254143657) | > loss_disc_real_2: 0.24222129583358765 (0.2151010243090555) | > loss_disc_real_3: 0.24160228669643402 (0.22452810306974502) | > loss_disc_real_4: 0.21703578531742096 (0.21889864019080163) | > loss_disc_real_5: 0.21640107035636902 (0.21092681686452772) | > loss_0: 2.3367035388946533 (2.282858905295902) | > grad_norm_0: tensor(56.7411, device='cuda:0') (tensor(22.2452, device='cuda:0')) | > loss_gen: 2.5625364780426025 (2.608706422011649) | > loss_kl: 1.668209195137024 (1.7390843186679825) | > loss_feat: 6.995425224304199 (7.49648629688419) | > loss_mel: 18.704004287719727 (19.119360445157294) | > loss_duration: 2.1825602054595947 (2.0961213568329353) | > loss_1: 32.112735748291016 (33.05975877130786) | > grad_norm_1: tensor(349.9503, device='cuda:0') (tensor(263.6859, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.4306 (0.37884918375972476) | > loader_time: 0.006 (0.004327124379381371)  --> TIME: 2024-06-10 23:47:48 -- STEP: 294/330 -- GLOBAL_STEP: 154625 | > loss_disc: 2.347360610961914 (2.286087068570717) | > loss_disc_real_0: 0.07717254757881165 (0.11494628448976951) | > loss_disc_real_1: 0.23661278188228607 (0.2003931117301085) | > loss_disc_real_2: 0.16874448955059052 (0.2146463693201947) | > loss_disc_real_3: 0.22599944472312927 (0.2240326308271512) | > loss_disc_real_4: 0.21209301054477692 (0.21878864433692427) | > loss_disc_real_5: 0.19306132197380066 (0.2108120753550205) | > loss_0: 2.347360610961914 (2.286087068570717) | > grad_norm_0: tensor(15.3181, device='cuda:0') (tensor(24.3871, device='cuda:0')) | > loss_gen: 2.491115093231201 (2.609581825684528) | > loss_kl: 1.813218116760254 (1.7429554373228624) | > loss_feat: 8.215672492980957 (7.515233007418055) | > loss_mel: 17.945419311523438 (19.063501766749788) | > loss_duration: 2.240325450897217 (2.1047567116970907) | > loss_1: 32.70574951171875 (33.03602870629759) | > grad_norm_1: tensor(362.3169, device='cuda:0') (tensor(274.4688, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.4588 (0.38542576630910236) | > loader_time: 0.0071 (0.004515149966389143)  --> TIME: 2024-06-10 23:48:01 -- STEP: 319/330 -- GLOBAL_STEP: 154650 | > loss_disc: 2.3277390003204346 (2.2895339080906245) | > loss_disc_real_0: 0.11751247942447662 (0.11603921194061591) | > loss_disc_real_1: 0.22141894698143005 (0.2010404507287991) | > loss_disc_real_2: 0.20719511806964874 (0.2145431166905968) | > loss_disc_real_3: 0.2666456401348114 (0.22412064437955898) | > loss_disc_real_4: 0.2827211022377014 (0.21874396190000553) | > loss_disc_real_5: 0.2729489207267761 (0.21086976044230327) | > loss_0: 2.3277390003204346 (2.2895339080906245) | > grad_norm_0: tensor(11.2227, device='cuda:0') (tensor(25.7679, device='cuda:0')) | > loss_gen: 2.6509056091308594 (2.607202835591236) | > loss_kl: 1.6956558227539062 (1.7446095438960196) | > loss_feat: 7.478140354156494 (7.531645003531047) | > loss_mel: 18.61452293395996 (19.027914561448053) | > loss_duration: 2.2731785774230957 (2.1174107124812913) | > loss_1: 32.71240234375 (33.02878261434619) | > grad_norm_1: tensor(263.9213, device='cuda:0') (tensor(280.3259, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.5746 (0.396038097273967) | > loader_time: 0.0087 (0.004758923031319645)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.447296380996704 (2.447296380996704) | > loss_disc_real_0: 0.1106501892209053 (0.1106501892209053) | > loss_disc_real_1: 0.20263448357582092 (0.20263448357582092) | > loss_disc_real_2: 0.26349538564682007 (0.26349538564682007) | > loss_disc_real_3: 0.28124889731407166 (0.28124889731407166) | > loss_disc_real_4: 0.247934952378273 (0.247934952378273) | > loss_disc_real_5: 0.2511847913265228 (0.2511847913265228) | > loss_0: 2.447296380996704 (2.447296380996704) | > loss_gen: 2.3383851051330566 (2.3383851051330566) | > loss_kl: 2.561251401901245 (2.561251401901245) | > loss_feat: 6.284474849700928 (6.284474849700928) | > loss_mel: 16.391401290893555 (16.391401290893555) | > loss_duration: 2.8124423027038574 (2.8124423027038574) | > loss_1: 30.387954711914062 (30.387954711914062)  --> STEP: 1 | > loss_disc: 2.222118854522705 (2.222118854522705) | > loss_disc_real_0: 0.07223351299762726 (0.07223351299762726) | > loss_disc_real_1: 0.23993471264839172 (0.23993471264839172) | > loss_disc_real_2: 0.19997096061706543 (0.19997096061706543) | > loss_disc_real_3: 0.28902411460876465 (0.28902411460876465) | > loss_disc_real_4: 0.2754465937614441 (0.2754465937614441) | > loss_disc_real_5: 0.2741209864616394 (0.2741209864616394) | > loss_0: 2.222118854522705 (2.222118854522705) | > loss_gen: 2.71909761428833 (2.71909761428833) | > loss_kl: 2.5336668491363525 (2.5336668491363525) | > loss_feat: 6.507560729980469 (6.507560729980469) | > loss_mel: 19.246959686279297 (19.246959686279297) | > loss_duration: 2.302983283996582 (2.302983283996582) | > loss_1: 33.31026840209961 (33.31026840209961)  --> STEP: 2 | > loss_disc: 2.42779541015625 (2.3249571323394775) | > loss_disc_real_0: 0.10016658157110214 (0.0862000472843647) | > loss_disc_real_1: 0.23725982010364532 (0.23859726637601852) | > loss_disc_real_2: 0.31170985102653503 (0.25584040582180023) | > loss_disc_real_3: 0.24475044012069702 (0.26688727736473083) | > loss_disc_real_4: 0.29336240887641907 (0.2844045013189316) | > loss_disc_real_5: 0.24538138508796692 (0.25975118577480316) | > loss_0: 2.42779541015625 (2.3249571323394775) | > loss_gen: 2.468550205230713 (2.5938239097595215) | > loss_kl: 2.3419699668884277 (2.43781840801239) | > loss_feat: 6.32087516784668 (6.414217948913574) | > loss_mel: 19.20983123779297 (19.228395462036133) | > loss_duration: 2.4183480739593506 (2.3606656789779663) | > loss_1: 32.75957489013672 (33.034921646118164)  --> STEP: 3 | > loss_disc: 2.355907440185547 (2.3352739016215005) | > loss_disc_real_0: 0.09905975311994553 (0.09048661589622498) | > loss_disc_real_1: 0.24481798708438873 (0.24067083994547525) | > loss_disc_real_2: 0.21774247288703918 (0.24314109484354654) | > loss_disc_real_3: 0.2784423828125 (0.27073897918065387) | > loss_disc_real_4: 0.3042464554309845 (0.2910184860229492) | > loss_disc_real_5: 0.33445870876312256 (0.2846536934375763) | > loss_0: 2.355907440185547 (2.3352739016215005) | > loss_gen: 2.8022148609161377 (2.66328756014506) | > loss_kl: 2.4005117416381836 (2.4253828525543213) | > loss_feat: 6.806332111358643 (6.544922669728597) | > loss_mel: 19.40377426147461 (19.286855061848957) | > loss_duration: 2.2198703289031982 (2.3137338956197104) | > loss_1: 33.63270568847656 (33.23418299357096)  --> STEP: 4 | > loss_disc: 2.3432583808898926 (2.3372700214385986) | > loss_disc_real_0: 0.05573342740535736 (0.08179831877350807) | > loss_disc_real_1: 0.20623695850372314 (0.23206236958503723) | > loss_disc_real_2: 0.22295257449150085 (0.23809396475553513) | > loss_disc_real_3: 0.16094692051410675 (0.2432909645140171) | > loss_disc_real_4: 0.23753274977207184 (0.2776470519602299) | > loss_disc_real_5: 0.239475280046463 (0.273359090089798) | > loss_0: 2.3432583808898926 (2.3372700214385986) | > loss_gen: 2.1924524307250977 (2.5455787777900696) | > loss_kl: 1.49148690700531 (2.1919088661670685) | > loss_feat: 6.817148685455322 (6.612979173660278) | > loss_mel: 19.00720977783203 (19.216943740844727) | > loss_duration: 2.220715045928955 (2.2904791831970215) | > loss_1: 31.72901153564453 (32.857890129089355)  --> STEP: 5 | > loss_disc: 2.00819993019104 (2.271456003189087) | > loss_disc_real_0: 0.0798892006278038 (0.08141649514436722) | > loss_disc_real_1: 0.2268398553133011 (0.23101786673069) | > loss_disc_real_2: 0.2534095346927643 (0.24115707874298095) | > loss_disc_real_3: 0.1883765459060669 (0.23230808079242707) | > loss_disc_real_4: 0.1510251760482788 (0.25232267677783965) | > loss_disc_real_5: 0.14928723871707916 (0.24854471981525422) | > loss_0: 2.00819993019104 (2.271456003189087) | > loss_gen: 2.600475311279297 (2.556558084487915) | > loss_kl: 2.033703088760376 (2.16026771068573) | > loss_feat: 7.896735668182373 (6.869730472564697) | > loss_mel: 20.100574493408203 (19.393669891357423) | > loss_duration: 2.348677635192871 (2.3021188735961915) | > loss_1: 34.980167388916016 (33.282345581054685)  --> STEP: 6 | > loss_disc: 2.1299338340759277 (2.2478689750035605) | > loss_disc_real_0: 0.0964316725730896 (0.08391902471582095) | > loss_disc_real_1: 0.18947650492191315 (0.2240943064292272) | > loss_disc_real_2: 0.20870497822761536 (0.23574839532375336) | > loss_disc_real_3: 0.21476061642169952 (0.22938350339730582) | > loss_disc_real_4: 0.23016071319580078 (0.2486290161808332) | > loss_disc_real_5: 0.1457611322402954 (0.23141412188609442) | > loss_0: 2.1299338340759277 (2.2478689750035605) | > loss_gen: 2.5684783458709717 (2.5585447947184243) | > loss_kl: 2.2305853366851807 (2.171987315018972) | > loss_feat: 6.89600944519043 (6.874110301335652) | > loss_mel: 19.677879333496094 (19.441038131713867) | > loss_duration: 2.1214592456817627 (2.272008935610453) | > loss_1: 33.49441146850586 (33.31768989562988)  --> STEP: 7 | > loss_disc: 2.0837290287017822 (2.2244204112461636) | > loss_disc_real_0: 0.1044503003358841 (0.08685206409011569) | > loss_disc_real_1: 0.23619753122329712 (0.22582333854266576) | > loss_disc_real_2: 0.2275962233543396 (0.23458379932812282) | > loss_disc_real_3: 0.16925670206546783 (0.22079396034990037) | > loss_disc_real_4: 0.21881411969661713 (0.2443697452545166) | > loss_disc_real_5: 0.24987764656543732 (0.23405176826885768) | > loss_0: 2.0837290287017822 (2.2244204112461636) | > loss_gen: 2.69606876373291 (2.5781910760062083) | > loss_kl: 3.387829542160034 (2.345679061753409) | > loss_feat: 6.174803256988525 (6.7742092950003485) | > loss_mel: 18.919607162475586 (19.366547993251256) | > loss_duration: 2.423088312149048 (2.293591703687395) | > loss_1: 33.60139465332031 (33.358219146728516)  --> STEP: 8 | > loss_disc: 2.4053874015808105 (2.2470412850379944) | > loss_disc_real_0: 0.10892187058925629 (0.08961078990250826) | > loss_disc_real_1: 0.280880868434906 (0.23270552977919579) | > loss_disc_real_2: 0.2585033178329468 (0.23757373914122581) | > loss_disc_real_3: 0.2510759234428406 (0.2245792057365179) | > loss_disc_real_4: 0.2961204946041107 (0.25083858892321587) | > loss_disc_real_5: 0.21935704350471497 (0.23221492767333984) | > loss_0: 2.4053874015808105 (2.2470412850379944) | > loss_gen: 2.592475175857544 (2.579976588487625) | > loss_kl: 2.69049072265625 (2.3887805193662643) | > loss_feat: 7.686951160430908 (6.888302028179169) | > loss_mel: 18.9528865814209 (19.31484031677246) | > loss_duration: 2.134018659591675 (2.2736450731754303) | > loss_1: 34.05682373046875 (33.445544719696045)  --> STEP: 9 | > loss_disc: 2.5803041458129883 (2.2840704917907715) | > loss_disc_real_0: 0.1745074987411499 (0.09904375755124623) | > loss_disc_real_1: 0.2888478636741638 (0.2389435668786367) | > loss_disc_real_2: 0.22507266700267792 (0.2361847311258316) | > loss_disc_real_3: 0.27089232206344604 (0.22972510755062103) | > loss_disc_real_4: 0.24015198647975922 (0.24965118865172067) | > loss_disc_real_5: 0.2831847369670868 (0.2378782398170895) | > loss_0: 2.5803041458129883 (2.2840704917907715) | > loss_gen: 2.4359657764434814 (2.563975387149387) | > loss_kl: 2.4430325031280518 (2.3948085175620184) | > loss_feat: 8.337812423706055 (7.049358738793267) | > loss_mel: 17.772239685058594 (19.14344024658203) | > loss_duration: 2.112948417663574 (2.2557898892296686) | > loss_1: 33.10200119018555 (33.4073732164171)  --> STEP: 10 | > loss_disc: 2.4902572631835938 (2.3046891689300537) | > loss_disc_real_0: 0.11160870641469955 (0.10030025243759155) | > loss_disc_real_1: 0.23704537749290466 (0.2387537479400635) | > loss_disc_real_2: 0.24401776492595673 (0.2369680345058441) | > loss_disc_real_3: 0.2317337542772293 (0.22992597222328187) | > loss_disc_real_4: 0.19953107833862305 (0.24463917762041093) | > loss_disc_real_5: 0.20498725771903992 (0.23458914160728456) | > loss_0: 2.4902572631835938 (2.3046891689300537) | > loss_gen: 2.0122883319854736 (2.5088066816329957) | > loss_kl: 1.4886047840118408 (2.304188144207001) | > loss_feat: 5.130480766296387 (6.857470941543579) | > loss_mel: 17.27998161315918 (18.957094383239745) | > loss_duration: 2.256338357925415 (2.255844736099243) | > loss_1: 28.167694091796875 (32.88340530395508)  --> STEP: 11 | > loss_disc: 2.3863091468811035 (2.3121091669256035) | > loss_disc_real_0: 0.11381159722805023 (0.10152855650945143) | > loss_disc_real_1: 0.2401171773672104 (0.2388776960698041) | > loss_disc_real_2: 0.3275838792324066 (0.24520583857189526) | > loss_disc_real_3: 0.2220413237810135 (0.22920918600125748) | > loss_disc_real_4: 0.2499692440032959 (0.2451237291097641) | > loss_disc_real_5: 0.2795630097389221 (0.23867767507379706) | > loss_0: 2.3863091468811035 (2.3121091669256035) | > loss_gen: 2.471057415008545 (2.505374930121682) | > loss_kl: 2.6561031341552734 (2.33618041602048) | > loss_feat: 6.446357727050781 (6.820097012953325) | > loss_mel: 17.782794952392578 (18.850339889526367) | > loss_duration: 2.3573923110961914 (2.2650763338262383) | > loss_1: 31.713706970214844 (32.777069091796875)  --> STEP: 12 | > loss_disc: 2.2284693717956543 (2.305139183998108) | > loss_disc_real_0: 0.06366416811943054 (0.09837319081028302) | > loss_disc_real_1: 0.17601002752780914 (0.23363872369130453) | > loss_disc_real_2: 0.30327385663986206 (0.25004484007755917) | > loss_disc_real_3: 0.22798386216163635 (0.22910707568128905) | > loss_disc_real_4: 0.22885577380657196 (0.24376806616783142) | > loss_disc_real_5: 0.13868999481201172 (0.23034536838531494) | > loss_0: 2.2284693717956543 (2.305139183998108) | > loss_gen: 2.3247292041778564 (2.4903211196263633) | > loss_kl: 2.2494237422943115 (2.328950693209966) | > loss_feat: 7.467988967895508 (6.874088009198506) | > loss_mel: 18.837589263916016 (18.84927733739217) | > loss_duration: 2.2014551162719727 (2.2597745656967163) | > loss_1: 33.0811882019043 (32.802412350972496)  --> STEP: 13 | > loss_disc: 2.418856382369995 (2.313886660795945) | > loss_disc_real_0: 0.07669252157211304 (0.09670544702273148) | > loss_disc_real_1: 0.23724010586738586 (0.23391575308946463) | > loss_disc_real_2: 0.2542600631713867 (0.25036908800785357) | > loss_disc_real_3: 0.2742465138435364 (0.23257934015530807) | > loss_disc_real_4: 0.24095357954502106 (0.243551567196846) | > loss_disc_real_5: 0.2420208603143692 (0.23124348314908835) | > loss_0: 2.418856382369995 (2.313886660795945) | > loss_gen: 2.2446837425231934 (2.471425936772273) | > loss_kl: 1.9301615953445435 (2.2982746087587795) | > loss_feat: 5.3546857833862305 (6.757210914905254) | > loss_mel: 16.186458587646484 (18.644445125873272) | > loss_duration: 2.137392520904541 (2.2503605622511644) | > loss_1: 27.853382110595703 (32.42171771709736)  --> STEP: 14 | > loss_disc: 2.303920030593872 (2.3131747586386546) | > loss_disc_real_0: 0.09209737181663513 (0.0963762987937246) | > loss_disc_real_1: 0.23246033489704132 (0.23381179464714869) | > loss_disc_real_2: 0.23399342596530914 (0.24919939786195755) | > loss_disc_real_3: 0.2037331759929657 (0.2305188998579979) | > loss_disc_real_4: 0.2442707121372223 (0.24360293469258718) | > loss_disc_real_5: 0.214508518576622 (0.23004812853676931) | > loss_0: 2.303920030593872 (2.3131747586386546) | > loss_gen: 2.5678579807281494 (2.4783139399119785) | > loss_kl: 2.623425245285034 (2.3214996542249406) | > loss_feat: 7.579360485076904 (6.815935884203229) | > loss_mel: 20.042423248291016 (18.74430070604597) | > loss_duration: 2.351757287979126 (2.257603185517447) | > loss_1: 35.164825439453125 (32.61765398297992)  --> STEP: 15 | > loss_disc: 2.542283296585083 (2.3284486611684163) | > loss_disc_real_0: 0.08467637002468109 (0.09559630354245503) | > loss_disc_real_1: 0.22087037563323975 (0.23294903337955475) | > loss_disc_real_2: 0.3427393138408661 (0.25543539226055145) | > loss_disc_real_3: 0.2287910133600235 (0.2304037074247996) | > loss_disc_real_4: 0.21827174723148346 (0.24191418886184693) | > loss_disc_real_5: 0.2125450074672699 (0.2288812537988027) | > loss_0: 2.542283296585083 (2.3284486611684163) | > loss_gen: 2.142505407333374 (2.455926704406738) | > loss_kl: 2.808901071548462 (2.3539930820465087) | > loss_feat: 6.676723003387451 (6.806655025482177) | > loss_mel: 18.76186752319336 (18.745471827189128) | > loss_duration: 2.310636043548584 (2.2611387093861897) | > loss_1: 32.70063400268555 (32.62318598429363)  --> STEP: 16 | > loss_disc: 2.5188469886779785 (2.340348556637764) | > loss_disc_real_0: 0.14809685945510864 (0.09887758828699589) | > loss_disc_real_1: 0.3017524480819702 (0.23724924679845572) | > loss_disc_real_2: 0.28690364956855774 (0.25740215834230185) | > loss_disc_real_3: 0.2540527284145355 (0.2318817712366581) | > loss_disc_real_4: 0.22952795028686523 (0.24114004895091057) | > loss_disc_real_5: 0.24443961679935455 (0.22985365148633718) | > loss_0: 2.5188469886779785 (2.340348556637764) | > loss_gen: 2.4928605556488037 (2.4582350701093674) | > loss_kl: 1.9495277404785156 (2.328713998198509) | > loss_feat: 6.04194974899292 (6.758860945701599) | > loss_mel: 19.07417869567871 (18.766016006469727) | > loss_duration: 2.3209757804870605 (2.264878526329994) | > loss_1: 31.879493713378906 (32.57670521736146)  --> STEP: 17 | > loss_disc: 2.5059335231781006 (2.3500888487871956) | > loss_disc_real_0: 0.16693539917469025 (0.1028809889274485) | > loss_disc_real_1: 0.2461586445569992 (0.2377733290195465) | > loss_disc_real_2: 0.30983462929725647 (0.2604864213396521) | > loss_disc_real_3: 0.3143637180328369 (0.23673365045996272) | > loss_disc_real_4: 0.2505626976490021 (0.24169432240373948) | > loss_disc_real_5: 0.33517712354660034 (0.23604914984282324) | > loss_0: 2.5059335231781006 (2.3500888487871956) | > loss_gen: 2.691016674041748 (2.4719281056348015) | > loss_kl: 2.2285399436950684 (2.3228214067571304) | > loss_feat: 6.988834857940674 (6.7723888228921325) | > loss_mel: 19.639469146728516 (18.81739560295554) | > loss_duration: 2.402153968811035 (2.272953552358291) | > loss_1: 33.950016021728516 (32.65748820585364)  --> STEP: 18 | > loss_disc: 2.397944927215576 (2.3527475198109946) | > loss_disc_real_0: 0.15284550189971924 (0.10565679520368576) | > loss_disc_real_1: 0.2222302407026291 (0.2369098241130511) | > loss_disc_real_2: 0.32957589626312256 (0.26432472550206715) | > loss_disc_real_3: 0.1868063360452652 (0.23395991077025732) | > loss_disc_real_4: 0.25141409039497375 (0.24223430951436362) | > loss_disc_real_5: 0.207945317029953 (0.2344878257976638) | > loss_0: 2.397944927215576 (2.3527475198109946) | > loss_gen: 2.467365026473999 (2.471674601236979) | > loss_kl: 2.303715229034424 (2.3217599524392023) | > loss_feat: 9.539319038391113 (6.926107168197632) | > loss_mel: 20.55209732055664 (18.913767920600044) | > loss_duration: 2.226646900177002 (2.2703809605704413) | > loss_1: 37.08914566040039 (32.9036913977729)  --> STEP: 19 | > loss_disc: 2.3259716033935547 (2.351338261052182) | > loss_disc_real_0: 0.10066366195678711 (0.10539399871700689) | > loss_disc_real_1: 0.32163235545158386 (0.24136890470981598) | > loss_disc_real_2: 0.29849064350128174 (0.26612293171255214) | > loss_disc_real_3: 0.2283029854297638 (0.23366217785759977) | > loss_disc_real_4: 0.2342739701271057 (0.2418153442834553) | > loss_disc_real_5: 0.2270791083574295 (0.23409789330080935) | > loss_0: 2.3259716033935547 (2.351338261052182) | > loss_gen: 2.6793651580810547 (2.482605683176141) | > loss_kl: 1.583314299583435 (2.282894391762583) | > loss_feat: 7.809309959411621 (6.972591525629947) | > loss_mel: 19.436973571777344 (18.94130506013569) | > loss_duration: 2.3162035942077637 (2.2727926781303003) | > loss_1: 33.825164794921875 (32.952189997622845)  --> STEP: 20 | > loss_disc: 2.2708957195281982 (2.3473161339759825) | > loss_disc_real_0: 0.05126337707042694 (0.10268746763467788) | > loss_disc_real_1: 0.18675729632377625 (0.238638324290514) | > loss_disc_real_2: 0.2596668004989624 (0.2658001251518726) | > loss_disc_real_3: 0.22565430402755737 (0.23326178416609764) | > loss_disc_real_4: 0.2396547645330429 (0.24170731529593467) | > loss_disc_real_5: 0.2282058596611023 (0.23380329161882402) | > loss_0: 2.2708957195281982 (2.3473161339759825) | > loss_gen: 2.3689279556274414 (2.476921796798706) | > loss_kl: 2.2782821655273438 (2.2826637804508207) | > loss_feat: 7.901230335235596 (7.019023466110229) | > loss_mel: 20.088911056518555 (18.998685359954834) | > loss_duration: 2.292503833770752 (2.273778235912323) | > loss_1: 34.92985534667969 (33.051073265075686)  --> STEP: 21 | > loss_disc: 2.165642738342285 (2.3386650198981878) | > loss_disc_real_0: 0.14550086855888367 (0.10472620101202101) | > loss_disc_real_1: 0.22077398002147675 (0.23778764123008364) | > loss_disc_real_2: 0.2843785881996155 (0.2666848138684318) | > loss_disc_real_3: 0.21353396773338318 (0.23232236433596837) | > loss_disc_real_4: 0.22314061224460602 (0.24082318657920473) | > loss_disc_real_5: 0.18558372557163239 (0.23150712180705296) | > loss_0: 2.165642738342285 (2.3386650198981878) | > loss_gen: 2.6819705963134766 (2.4866860253470287) | > loss_kl: 2.32827091217041 (2.284835548627944) | > loss_feat: 6.370553016662598 (6.9881439208984375) | > loss_mel: 17.206825256347656 (18.913358688354492) | > loss_duration: 2.137037754058838 (2.2672667843954906) | > loss_1: 30.72465705871582 (32.94029154096331)  --> STEP: 22 | > loss_disc: 2.253896713256836 (2.3348119150508535) | > loss_disc_real_0: 0.08840067684650421 (0.10398413173177025) | > loss_disc_real_1: 0.15164045989513397 (0.2338718602603132) | > loss_disc_real_2: 0.24196556210517883 (0.2655612115155566) | > loss_disc_real_3: 0.17526854574680328 (0.2297290089455518) | > loss_disc_real_4: 0.2042633444070816 (0.23916137557138095) | > loss_disc_real_5: 0.18520167469978333 (0.22940232875672253) | > loss_0: 2.253896713256836 (2.3348119150508535) | > loss_gen: 2.277963638305664 (2.477198644117876) | > loss_kl: 1.6538445949554443 (2.256154141642831) | > loss_feat: 7.386468410491943 (7.006249579516324) | > loss_mel: 18.18206787109375 (18.88011819666082) | > loss_duration: 2.1662676334381104 (2.262675913897428) | > loss_1: 31.66661262512207 (32.88239704478871)  --> STEP: 23 | > loss_disc: 2.655059814453125 (2.3487357367639956) | > loss_disc_real_0: 0.16899031400680542 (0.10681048748285873) | > loss_disc_real_1: 0.34550759196281433 (0.23872558772563934) | > loss_disc_real_2: 0.3717065751552582 (0.2701762273259784) | > loss_disc_real_3: 0.23730720579624176 (0.230058495765147) | > loss_disc_real_4: 0.23428018391132355 (0.23894914984703064) | > loss_disc_real_5: 0.23562510311603546 (0.2296728841636492) | > loss_0: 2.655059814453125 (2.3487357367639956) | > loss_gen: 2.304917335510254 (2.4697081524392837) | > loss_kl: 1.8857030868530273 (2.2400475740432744) | > loss_feat: 4.408502101898193 (6.893304037011188) | > loss_mel: 17.59540367126465 (18.824261043382727) | > loss_duration: 2.2428393363952637 (2.2618134540060297) | > loss_1: 28.437366485595703 (32.68913484656293)  --> STEP: 24 | > loss_disc: 2.4135398864746094 (2.3514359096686044) | > loss_disc_real_0: 0.12997063994407654 (0.10777549383540948) | > loss_disc_real_1: 0.19830282032489777 (0.23704130575060844) | > loss_disc_real_2: 0.19709539413452148 (0.2671311926096677) | > loss_disc_real_3: 0.22394366562366486 (0.22980371117591858) | > loss_disc_real_4: 0.2299417108297348 (0.23857383988797665) | > loss_disc_real_5: 0.23858512938022614 (0.23004422771433988) | > loss_0: 2.4135398864746094 (2.3514359096686044) | > loss_gen: 2.107900381088257 (2.454632828632991) | > loss_kl: 2.2177000045776367 (2.2391164253155393) | > loss_feat: 5.556522846221924 (6.837604820728302) | > loss_mel: 16.619544982910156 (18.73239787419637) | > loss_duration: 2.3938305377960205 (2.2673141658306126) | > loss_1: 28.89550018310547 (32.53106673558553)  --> STEP: 25 | > loss_disc: 2.2733583450317383 (2.34831280708313) | > loss_disc_real_0: 0.11124628782272339 (0.10791432559490204) | > loss_disc_real_1: 0.21735124289989471 (0.2362537032365799) | > loss_disc_real_2: 0.21859274804592133 (0.26518965482711787) | > loss_disc_real_3: 0.18703190982341766 (0.22809283912181855) | > loss_disc_real_4: 0.19341789186000824 (0.23676760196685792) | > loss_disc_real_5: 0.22183577716350555 (0.22971588969230652) | > loss_0: 2.2733583450317383 (2.34831280708313) | > loss_gen: 2.300745725631714 (2.4484773445129395) | > loss_kl: 2.5360422134399414 (2.2509934568405154) | > loss_feat: 6.133571624755859 (6.809443492889404) | > loss_mel: 17.217050552368164 (18.67178398132324) | > loss_duration: 2.377330780029297 (2.27171483039856) | > loss_1: 30.564741134643555 (32.45241371154785)  --> STEP: 26 | > loss_disc: 2.0556561946868896 (2.3370567835294285) | > loss_disc_real_0: 0.045352064073085785 (0.10550808476713988) | > loss_disc_real_1: 0.20022912323474884 (0.2348681424672787) | > loss_disc_real_2: 0.22298607230186462 (0.26356644011460817) | > loss_disc_real_3: 0.10850967466831207 (0.22349348664283752) | > loss_disc_real_4: 0.15179701149463654 (0.23349950233331093) | > loss_disc_real_5: 0.2279157042503357 (0.22964665179069227) | > loss_0: 2.0556561946868896 (2.3370567835294285) | > loss_gen: 2.3536014556884766 (2.4448282718658447) | > loss_kl: 2.400449752807617 (2.256741775916173) | > loss_feat: 18.710222244262695 (7.267165752557608) | > loss_mel: 22.386127471923828 (18.81464334634634) | > loss_duration: 2.311431646347046 (2.2732424002427325) | > loss_1: 48.161834716796875 (33.05662221174973) --> EVAL PERFORMANCE | > avg_loader_time: 0.002259511214036208 (-0.00021316454960749716) | > avg_loss_disc: 2.3370567835294285 (-0.032972693443297896) | > avg_loss_disc_real_0: 0.10550808476713988 (-0.02863005634683824) | > avg_loss_disc_real_1: 0.2348681424672787 (+0.03601054331431022) | > avg_loss_disc_real_2: 0.26356644011460817 (+0.07007548872094888) | > avg_loss_disc_real_3: 0.22349348664283752 (-0.0031819051274886434) | > avg_loss_disc_real_4: 0.23349950233331093 (+0.009268778447921455) | > avg_loss_disc_real_5: 0.22964665179069227 (+0.0031746557125678643) | > avg_loss_0: 2.3370567835294285 (-0.032972693443297896) | > avg_loss_gen: 2.4448282718658447 (+0.08624469316922712) | > avg_loss_kl: 2.256741775916173 (+0.0024924461658186736) | > avg_loss_feat: 7.267165752557608 (-0.27948666535891054) | > avg_loss_mel: 18.81464334634634 (-0.058678223536567486) | > avg_loss_duration: 2.2732424002427325 (-0.0002909256861758358) | > avg_loss_1: 33.05662221174973 (-0.2497177857619164)  > EPOCH: 202/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:48:27)   --> TIME: 2024-06-10 23:48:33 -- STEP: 14/330 -- GLOBAL_STEP: 154675 | > loss_disc: 2.2796568870544434 (2.273307749203273) | > loss_disc_real_0: 0.10773517191410065 (0.10876200294920377) | > loss_disc_real_1: 0.17897818982601166 (0.18843497123037065) | > loss_disc_real_2: 0.20949169993400574 (0.20883452147245407) | > loss_disc_real_3: 0.2547972500324249 (0.2227985199008669) | > loss_disc_real_4: 0.2232341170310974 (0.21906645063843047) | > loss_disc_real_5: 0.23561695218086243 (0.21847423698220933) | > loss_0: 2.2796568870544434 (2.273307749203273) | > grad_norm_0: tensor(4.3650, device='cuda:0') (tensor(8.4836, device='cuda:0')) | > loss_gen: 2.61971116065979 (2.558797938483102) | > loss_kl: 1.584335446357727 (1.6793471489633833) | > loss_feat: 7.5870747566223145 (7.005474942071097) | > loss_mel: 18.965974807739258 (19.287956374032156) | > loss_duration: 2.0791125297546387 (2.1868007353373935) | > loss_1: 32.83620834350586 (32.7183769771031) | > grad_norm_1: tensor(67.6963, device='cuda:0') (tensor(84.8850, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.346 (0.3506862776620047) | > loader_time: 0.003 (0.003018242972237723)  --> TIME: 2024-06-10 23:48:42 -- STEP: 39/330 -- GLOBAL_STEP: 154700 | > loss_disc: 2.2529053688049316 (2.283356373126691) | > loss_disc_real_0: 0.12006358802318573 (0.10996855470614555) | > loss_disc_real_1: 0.22179961204528809 (0.1953052737009831) | > loss_disc_real_2: 0.2090577334165573 (0.21113490561644235) | > loss_disc_real_3: 0.22428075969219208 (0.22320889012935835) | > loss_disc_real_4: 0.2256084680557251 (0.22284047496624482) | > loss_disc_real_5: 0.22459165751934052 (0.21705185258999848) | > loss_0: 2.2529053688049316 (2.283356373126691) | > grad_norm_0: tensor(17.1659, device='cuda:0') (tensor(9.4601, device='cuda:0')) | > loss_gen: 2.702010154724121 (2.5789938462086215) | > loss_kl: 1.702099323272705 (1.7155592563824775) | > loss_feat: 8.35002613067627 (7.349167322501158) | > loss_mel: 19.403034210205078 (19.31990657708584) | > loss_duration: 2.0623645782470703 (2.106074149792011) | > loss_1: 34.21953582763672 (33.069700974684494) | > grad_norm_1: tensor(62.0126, device='cuda:0') (tensor(100.7054, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3601 (0.35611710792932755) | > loader_time: 0.0031 (0.0032129960182385566)  --> TIME: 2024-06-10 23:48:52 -- STEP: 64/330 -- GLOBAL_STEP: 154725 | > loss_disc: 2.121248722076416 (2.2703704200685033) | > loss_disc_real_0: 0.093834787607193 (0.11070142220705748) | > loss_disc_real_1: 0.19716979563236237 (0.19820341980084777) | > loss_disc_real_2: 0.19216060638427734 (0.21131406095810235) | > loss_disc_real_3: 0.22543233633041382 (0.22168946079909801) | > loss_disc_real_4: 0.21707607805728912 (0.22009073267690837) | > loss_disc_real_5: 0.19241772592067719 (0.21245142235420644) | > loss_0: 2.121248722076416 (2.2703704200685033) | > grad_norm_0: tensor(28.2692, device='cuda:0') (tensor(10.6849, device='cuda:0')) | > loss_gen: 2.8122642040252686 (2.5837004147469993) | > loss_kl: 1.830527663230896 (1.7339801173657179) | > loss_feat: 7.629081726074219 (7.403548762202263) | > loss_mel: 19.683603286743164 (19.29933413863182) | > loss_duration: 2.0424933433532715 (2.0801147706806673) | > loss_1: 33.99796676635742 (33.10067775845526) | > grad_norm_1: tensor(335.5452, device='cuda:0') (tensor(136.1339, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3816 (0.35765183717012405) | > loader_time: 0.0033 (0.003321174532175064)  --> TIME: 2024-06-10 23:49:01 -- STEP: 89/330 -- GLOBAL_STEP: 154750 | > loss_disc: 2.225461959838867 (2.2845812084969515) | > loss_disc_real_0: 0.10078316926956177 (0.11156696181618765) | > loss_disc_real_1: 0.17259778082370758 (0.1989073381665048) | > loss_disc_real_2: 0.20778115093708038 (0.21332714882459533) | > loss_disc_real_3: 0.21078291535377502 (0.221950383835964) | > loss_disc_real_4: 0.21411938965320587 (0.22095361284995346) | > loss_disc_real_5: 0.21001282334327698 (0.21434057361624215) | > loss_0: 2.225461959838867 (2.2845812084969515) | > grad_norm_0: tensor(10.7781, device='cuda:0') (tensor(11.5255, device='cuda:0')) | > loss_gen: 2.574268102645874 (2.572742290711134) | > loss_kl: 1.7682712078094482 (1.7379431764731246) | > loss_feat: 7.128910064697266 (7.382154802258095) | > loss_mel: 18.98070526123047 (19.249571082297347) | > loss_duration: 2.0727808475494385 (2.068004332231673) | > loss_1: 32.52493667602539 (33.01041540938816) | > grad_norm_1: tensor(144.7994, device='cuda:0') (tensor(148.2869, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3477 (0.35823119892163224) | > loader_time: 0.0037 (0.003439624657791652)  --> TIME: 2024-06-10 23:49:10 -- STEP: 114/330 -- GLOBAL_STEP: 154775 | > loss_disc: 2.2208123207092285 (2.2777791483360446) | > loss_disc_real_0: 0.13472412526607513 (0.11221335370812499) | > loss_disc_real_1: 0.17959752678871155 (0.19759657416950197) | > loss_disc_real_2: 0.2382972240447998 (0.2129421703386725) | > loss_disc_real_3: 0.20506641268730164 (0.22198840243774548) | > loss_disc_real_4: 0.2221769094467163 (0.22035737923885645) | > loss_disc_real_5: 0.22028157114982605 (0.21353748715237567) | > loss_0: 2.2208123207092285 (2.2777791483360446) | > grad_norm_0: tensor(16.1339, device='cuda:0') (tensor(12.4896, device='cuda:0')) | > loss_gen: 2.5842509269714355 (2.575796177512721) | > loss_kl: 1.8298090696334839 (1.7485212662763763) | > loss_feat: 7.609396934509277 (7.377852971093697) | > loss_mel: 19.68678855895996 (19.22272076523096) | > loss_duration: 2.064716339111328 (2.0648108218845587) | > loss_1: 33.77496337890625 (32.989701823184355) | > grad_norm_1: tensor(236.0027, device='cuda:0') (tensor(163.9032, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3702 (0.359619609096594) | > loader_time: 0.0039 (0.0035748042558368886)  --> TIME: 2024-06-10 23:49:19 -- STEP: 139/330 -- GLOBAL_STEP: 154800 | > loss_disc: 2.3459315299987793 (2.2810331025569575) | > loss_disc_real_0: 0.16770903766155243 (0.11304322094154015) | > loss_disc_real_1: 0.1995118409395218 (0.19929267519669566) | > loss_disc_real_2: 0.22959846258163452 (0.21318730465370972) | > loss_disc_real_3: 0.20238590240478516 (0.2216783429650094) | > loss_disc_real_4: 0.21749311685562134 (0.22032667546392348) | > loss_disc_real_5: 0.19243699312210083 (0.21279447863427856) | > loss_0: 2.3459315299987793 (2.2810331025569575) | > grad_norm_0: tensor(44.6759, device='cuda:0') (tensor(14.3081, device='cuda:0')) | > loss_gen: 2.4807796478271484 (2.5785284128120476) | > loss_kl: 1.8772038221359253 (1.7525328028973917) | > loss_feat: 7.762050628662109 (7.396116778147307) | > loss_mel: 18.858932495117188 (19.233779029022884) | > loss_duration: 2.1279635429382324 (2.0664782592718556) | > loss_1: 33.106929779052734 (33.02743523412469) | > grad_norm_1: tensor(337.0491, device='cuda:0') (tensor(177.9274, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3518 (0.3614355145598487) | > loader_time: 0.0041 (0.0036987881008669625)  --> TIME: 2024-06-10 23:49:29 -- STEP: 164/330 -- GLOBAL_STEP: 154825 | > loss_disc: 2.2841451168060303 (2.2896668067792576) | > loss_disc_real_0: 0.10843497514724731 (0.11321842979367186) | > loss_disc_real_1: 0.20576201379299164 (0.1989061577109302) | > loss_disc_real_2: 0.2674785852432251 (0.21404386611609924) | > loss_disc_real_3: 0.22605499625205994 (0.22376770335363177) | > loss_disc_real_4: 0.2065928727388382 (0.22111575886970614) | > loss_disc_real_5: 0.19906611740589142 (0.21395304172140797) | > loss_0: 2.2841451168060303 (2.2896668067792576) | > grad_norm_0: tensor(11.6169, device='cuda:0') (tensor(16.0055, device='cuda:0')) | > loss_gen: 2.610243797302246 (2.5769578654591627) | > loss_kl: 1.7034841775894165 (1.7511431480326303) | > loss_feat: 7.411179065704346 (7.38629203017165) | > loss_mel: 18.973648071289062 (19.223323787130976) | > loss_duration: 2.1365339756011963 (2.0675425631244013) | > loss_1: 32.83509063720703 (33.00525932777217) | > grad_norm_1: tensor(282.8125, device='cuda:0') (tensor(194.5254, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3886 (0.36590618622012244) | > loader_time: 0.0045 (0.003822547633473466)  --> TIME: 2024-06-10 23:49:39 -- STEP: 189/330 -- GLOBAL_STEP: 154850 | > loss_disc: 2.2002668380737305 (2.291880573545185) | > loss_disc_real_0: 0.09760314971208572 (0.11308929832681777) | > loss_disc_real_1: 0.18319852650165558 (0.19956132848426777) | > loss_disc_real_2: 0.2187751829624176 (0.2140530622983105) | > loss_disc_real_3: 0.22004686295986176 (0.22423134278998805) | > loss_disc_real_4: 0.1987084299325943 (0.221422201663098) | > loss_disc_real_5: 0.1855437159538269 (0.214127381327291) | > loss_0: 2.2002668380737305 (2.291880573545185) | > grad_norm_0: tensor(49.4141, device='cuda:0') (tensor(18.1395, device='cuda:0')) | > loss_gen: 2.639634609222412 (2.5744203953515914) | > loss_kl: 1.8200407028198242 (1.7490812426521665) | > loss_feat: 7.952879428863525 (7.3848272681867) | > loss_mel: 19.328414916992188 (19.18363676121628) | > loss_duration: 2.133272886276245 (2.0731840297658612) | > loss_1: 33.874244689941406 (32.9651496927574) | > grad_norm_1: tensor(310.2806, device='cuda:0') (tensor(211.3777, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3885 (0.3683122074793255) | > loader_time: 0.0047 (0.003937684669696464)  --> TIME: 2024-06-10 23:49:49 -- STEP: 214/330 -- GLOBAL_STEP: 154875 | > loss_disc: 2.2900772094726562 (2.2892965312316065) | > loss_disc_real_0: 0.11350910365581512 (0.11326377410615716) | > loss_disc_real_1: 0.23836655914783478 (0.19933698395980853) | > loss_disc_real_2: 0.2542869448661804 (0.21414489027495695) | > loss_disc_real_3: 0.23501181602478027 (0.22439865447650445) | > loss_disc_real_4: 0.24445286393165588 (0.22050343321584095) | > loss_disc_real_5: 0.2725975215435028 (0.21463600525232118) | > loss_0: 2.2900772094726562 (2.2892965312316065) | > grad_norm_0: tensor(5.9696, device='cuda:0') (tensor(19.5165, device='cuda:0')) | > loss_gen: 2.6645619869232178 (2.585787390994134) | > loss_kl: 1.686398983001709 (1.7550299485153127) | > loss_feat: 6.795991897583008 (7.429249718924549) | > loss_mel: 18.652528762817383 (19.157560277208017) | > loss_duration: 2.1831531524658203 (2.0793054538352456) | > loss_1: 31.982635498046875 (33.006932811202276) | > grad_norm_1: tensor(464.4098, device='cuda:0') (tensor(223.0628, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.3854 (0.371301249922993) | > loader_time: 0.0048 (0.004061929533414752)  --> TIME: 2024-06-10 23:50:00 -- STEP: 239/330 -- GLOBAL_STEP: 154900 | > loss_disc: 2.329195737838745 (2.289006543458758) | > loss_disc_real_0: 0.05945422500371933 (0.11324263050778141) | > loss_disc_real_1: 0.15879377722740173 (0.19934074892409176) | > loss_disc_real_2: 0.21985268592834473 (0.21434608837550653) | > loss_disc_real_3: 0.2229500114917755 (0.2238305774692711) | > loss_disc_real_4: 0.1834300309419632 (0.22005609881179602) | > loss_disc_real_5: 0.21704111993312836 (0.2144152891810469) | > loss_0: 2.329195737838745 (2.289006543458758) | > grad_norm_0: tensor(38.7850, device='cuda:0') (tensor(21.9416, device='cuda:0')) | > loss_gen: 2.653573989868164 (2.5892750817861514) | > loss_kl: 1.725925087928772 (1.7532567678635091) | > loss_feat: 7.6824140548706055 (7.440238258329894) | > loss_mel: 18.742740631103516 (19.104533383038277) | > loss_duration: 2.1122066974639893 (2.08640760557422) | > loss_1: 32.91686248779297 (32.97371120532685) | > grad_norm_1: tensor(531.6627, device='cuda:0') (tensor(235.2005, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.4126 (0.37554843355921025) | > loader_time: 0.0055 (0.004192589715933703)  --> TIME: 2024-06-10 23:50:11 -- STEP: 264/330 -- GLOBAL_STEP: 154925 | > loss_disc: 2.2266671657562256 (2.2892635428544272) | > loss_disc_real_0: 0.12102045118808746 (0.11488824507052248) | > loss_disc_real_1: 0.18200089037418365 (0.19926395493023324) | > loss_disc_real_2: 0.2273571640253067 (0.2142288831034393) | > loss_disc_real_3: 0.20862147212028503 (0.22370976474926327) | > loss_disc_real_4: 0.22014138102531433 (0.2197919494162003) | > loss_disc_real_5: 0.2034493088722229 (0.2139039457860318) | > loss_0: 2.2266671657562256 (2.2892635428544272) | > grad_norm_0: tensor(48.8118, device='cuda:0') (tensor(23.3651, device='cuda:0')) | > loss_gen: 2.655214786529541 (2.5914066650650716) | > loss_kl: 1.734971523284912 (1.754986222043182) | > loss_feat: 7.86359167098999 (7.459223431168181) | > loss_mel: 18.502439498901367 (19.064670909534822) | > loss_duration: 2.1979994773864746 (2.092783781615169) | > loss_1: 32.95421600341797 (32.96307107896514) | > grad_norm_1: tensor(579.1932, device='cuda:0') (tensor(251.0123, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.4272 (0.38063763217492536) | > loader_time: 0.0063 (0.004365892121286106)  --> TIME: 2024-06-10 23:50:22 -- STEP: 289/330 -- GLOBAL_STEP: 154950 | > loss_disc: 2.2467586994171143 (2.287309848726005) | > loss_disc_real_0: 0.11782659590244293 (0.11450958056020902) | > loss_disc_real_1: 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(0.004551566595849694)  --> TIME: 2024-06-10 23:50:35 -- STEP: 314/330 -- GLOBAL_STEP: 154975 | > loss_disc: 2.1976211071014404 (2.291125446368178) | > loss_disc_real_0: 0.12829335033893585 (0.11482380833595422) | > loss_disc_real_1: 0.2320125848054886 (0.20027857316527392) | > loss_disc_real_2: 0.22640784084796906 (0.21455516044501285) | > loss_disc_real_3: 0.23252062499523163 (0.22408220954951202) | > loss_disc_real_4: 0.2261633425951004 (0.21951845236075151) | > loss_disc_real_5: 0.20068968832492828 (0.21330852687928328) | > loss_0: 2.1976211071014404 (2.291125446368178) | > grad_norm_0: tensor(27.9369, device='cuda:0') (tensor(24.9565, device='cuda:0')) | > loss_gen: 2.6415724754333496 (2.5934602713129324) | > loss_kl: 1.8637713193893433 (1.755032307403103) | > loss_feat: 8.604567527770996 (7.516568331202125) | > loss_mel: 18.719343185424805 (18.999454783785897) | > loss_duration: 2.3002123832702637 (2.112627320228867) | > loss_1: 34.12946701049805 (32.977143075056105) | > grad_norm_1: tensor(255.3843, device='cuda:0') (tensor(279.7148, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.5447 (0.39406959721996526) | > loader_time: 0.0076 (0.0047754087265889375)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.56325364112854 (2.56325364112854) | > loss_disc_real_0: 0.13421310484409332 (0.13421310484409332) | > loss_disc_real_1: 0.33565235137939453 (0.33565235137939453) | > loss_disc_real_2: 0.1883554458618164 (0.1883554458618164) | > loss_disc_real_3: 0.23962731659412384 (0.23962731659412384) | > loss_disc_real_4: 0.31055936217308044 (0.31055936217308044) | > loss_disc_real_5: 0.2676129639148712 (0.2676129639148712) | > loss_0: 2.56325364112854 (2.56325364112854) | > loss_gen: 2.788013458251953 (2.788013458251953) | > loss_kl: 1.6967111825942993 (1.6967111825942993) | > loss_feat: 6.371708393096924 (6.371708393096924) | > loss_mel: 15.551855087280273 (15.551855087280273) | > loss_duration: 2.925907611846924 (2.925907611846924) | > loss_1: 29.33419418334961 (29.33419418334961)  --> STEP: 1 | > loss_disc: 2.171687364578247 (2.171687364578247) | > loss_disc_real_0: 0.04211922734975815 (0.04211922734975815) | > loss_disc_real_1: 0.18023626506328583 (0.18023626506328583) | > loss_disc_real_2: 0.1689722239971161 (0.1689722239971161) | > loss_disc_real_3: 0.2927291691303253 (0.2927291691303253) | > loss_disc_real_4: 0.2677023112773895 (0.2677023112773895) | > loss_disc_real_5: 0.2828463315963745 (0.2828463315963745) | > loss_0: 2.171687364578247 (2.171687364578247) | > loss_gen: 2.4713001251220703 (2.4713001251220703) | > loss_kl: 2.4556474685668945 (2.4556474685668945) | > loss_feat: 5.4785475730896 (5.4785475730896) | > loss_mel: 20.684680938720703 (20.684680938720703) | > loss_duration: 2.2798209190368652 (2.2798209190368652) | > loss_1: 33.3699951171875 (33.3699951171875)  --> STEP: 2 | > loss_disc: 2.111043930053711 (2.141365647315979) | > loss_disc_real_0: 0.10000979900360107 (0.07106451317667961) | > loss_disc_real_1: 0.2838866114616394 (0.23206143826246262) | > loss_disc_real_2: 0.19485639035701752 (0.1819143071770668) | > loss_disc_real_3: 0.2885776162147522 (0.29065339267253876) | > loss_disc_real_4: 0.24347157776355743 (0.2555869445204735) | > loss_disc_real_5: 0.16745737195014954 (0.22515185177326202) | > loss_0: 2.111043930053711 (2.141365647315979) | > loss_gen: 2.755128860473633 (2.6132144927978516) | > loss_kl: 1.9358896017074585 (2.1957685351371765) | > loss_feat: 6.247460842132568 (5.863004207611084) | > loss_mel: 18.887104034423828 (19.785892486572266) | > loss_duration: 2.3764636516571045 (2.328142285346985) | > loss_1: 32.20204544067383 (32.786020278930664)  --> STEP: 3 | > loss_disc: 2.215275764465332 (2.16600235303243) | > loss_disc_real_0: 0.11157572269439697 (0.0845682496825854) | > loss_disc_real_1: 0.22112198173999786 (0.22841495275497437) | > loss_disc_real_2: 0.1816338300704956 (0.18182081480820975) | > loss_disc_real_3: 0.18510423600673676 (0.25547034045060474) | > loss_disc_real_4: 0.2475510537624359 (0.2529083142677943) | > loss_disc_real_5: 0.24707536399364471 (0.23245968918005624) | > loss_0: 2.215275764465332 (2.16600235303243) | > loss_gen: 2.50891375541687 (2.5784475803375244) | > loss_kl: 2.693948984146118 (2.3618286848068237) | > loss_feat: 7.334920406341553 (6.35364294052124) | > loss_mel: 18.504711151123047 (19.358832041422527) | > loss_duration: 2.2240731716156006 (2.293452580769857) | > loss_1: 33.26656723022461 (32.94620259602865)  --> STEP: 4 | > loss_disc: 2.240846633911133 (2.1847134232521057) | > loss_disc_real_0: 0.08673717081546783 (0.08511047996580601) | > loss_disc_real_1: 0.23873408138751984 (0.23099473491311073) | > loss_disc_real_2: 0.1783708930015564 (0.1809583343565464) | > loss_disc_real_3: 0.23682786524295807 (0.2508097216486931) | > loss_disc_real_4: 0.2375047206878662 (0.24905741587281227) | > loss_disc_real_5: 0.24381402134895325 (0.2352982722222805) | > loss_0: 2.240846633911133 (2.1847134232521057) | > loss_gen: 2.613309144973755 (2.587162971496582) | > loss_kl: 2.227571725845337 (2.328264445066452) | > loss_feat: 8.50957202911377 (6.892625212669373) | > loss_mel: 19.879138946533203 (19.488908767700195) | > loss_duration: 2.1973941326141357 (2.2694379687309265) | > loss_1: 35.42698669433594 (33.56639862060547)  --> STEP: 5 | > loss_disc: 2.067854881286621 (2.1613417148590086) | > loss_disc_real_0: 0.06635209918022156 (0.08135880380868912) | > loss_disc_real_1: 0.2163095921278 (0.22805770635604858) | > loss_disc_real_2: 0.2006760835647583 (0.1849018841981888) | > loss_disc_real_3: 0.23988696932792664 (0.2486251711845398) | > loss_disc_real_4: 0.29309555888175964 (0.25786504447460173) | > loss_disc_real_5: 0.1985437572002411 (0.22794736921787262) | > loss_0: 2.067854881286621 (2.1613417148590086) | > loss_gen: 2.8927407264709473 (2.648278522491455) | > loss_kl: 1.8419718742370605 (2.2310059309005736) | > loss_feat: 7.283151626586914 (6.970730495452881) | > loss_mel: 20.3472843170166 (19.660583877563475) | > loss_duration: 2.2866411209106445 (2.2728785991668703) | > loss_1: 34.651790618896484 (33.783477020263675)  --> STEP: 6 | > loss_disc: 2.3280816078186035 (2.1891316970189414) | > loss_disc_real_0: 0.06977085769176483 (0.07942747945586841) | > loss_disc_real_1: 0.2917434573173523 (0.23867199818293253) | > loss_disc_real_2: 0.15884904563426971 (0.1805597444375356) | > loss_disc_real_3: 0.34052935242652893 (0.26394253472487134) | > loss_disc_real_4: 0.2850860059261322 (0.26240187138319016) | > loss_disc_real_5: 0.261374294757843 (0.23351852347453436) | > loss_0: 2.3280816078186035 (2.1891316970189414) | > loss_gen: 2.916045665740967 (2.692906379699707) | > loss_kl: 1.6957587003707886 (2.1417980591456094) | > loss_feat: 6.097261905670166 (6.825152397155762) | > loss_mel: 19.966711044311523 (19.711605072021484) | > loss_duration: 2.129138946533203 (2.2489219903945923) | > loss_1: 32.80491638183594 (33.62038358052572)  --> STEP: 7 | > loss_disc: 2.207608938217163 (2.1917713029044017) | > loss_disc_real_0: 0.09779392182826996 (0.08205125693764005) | > loss_disc_real_1: 0.22456379234790802 (0.23665654020650045) | > loss_disc_real_2: 0.24232202768325806 (0.1893829277583531) | > loss_disc_real_3: 0.24858595430850983 (0.26174873752253397) | > loss_disc_real_4: 0.3005589246749878 (0.2678528789963041) | > loss_disc_real_5: 0.23794326186180115 (0.2341506289584296) | > loss_0: 2.207608938217163 (2.1917713029044017) | > loss_gen: 2.8325061798095703 (2.7128492082868303) | > loss_kl: 2.247955322265625 (2.156963382448469) | > loss_feat: 7.293677806854248 (6.89208459854126) | > loss_mel: 20.990135192871094 (19.894252232142858) | > loss_duration: 2.461674213409424 (2.279315165110997) | > loss_1: 35.82594680786133 (33.93546404157366)  --> STEP: 8 | > loss_disc: 2.1775259971618652 (2.1899906396865845) | > loss_disc_real_0: 0.08146081864833832 (0.08197745215147734) | > loss_disc_real_1: 0.19684456288814545 (0.23168004304170609) | > loss_disc_real_2: 0.17551067471504211 (0.18764889612793922) | > loss_disc_real_3: 0.20086343586444855 (0.2541380748152733) | > loss_disc_real_4: 0.3210943043231964 (0.27450805716216564) | > loss_disc_real_5: 0.2919083833694458 (0.24137034825980663) | > loss_0: 2.1775259971618652 (2.1899906396865845) | > loss_gen: 2.818633794784546 (2.726072281599045) | > loss_kl: 2.01273512840271 (2.138934850692749) | > loss_feat: 8.603437423706055 (7.106003701686859) | > loss_mel: 21.535293579101562 (20.099382400512695) | > loss_duration: 2.1550817489624023 (2.2637859880924225) | > loss_1: 37.12518310546875 (34.33417892456055)  --> STEP: 9 | > loss_disc: 2.437845468521118 (2.2175300651126437) | > loss_disc_real_0: 0.08817130327224731 (0.08266565783156289) | > loss_disc_real_1: 0.3188718259334564 (0.24136801891856724) | > loss_disc_real_2: 0.20988106727600098 (0.19011913736661276) | > loss_disc_real_3: 0.2922772467136383 (0.25837576058175826) | > loss_disc_real_4: 0.3488856554031372 (0.2827722347444958) | > loss_disc_real_5: 0.2839493453502655 (0.24610134793652427) | > loss_0: 2.437845468521118 (2.2175300651126437) | > loss_gen: 2.925956964492798 (2.7482816908094616) | > loss_kl: 2.320432424545288 (2.1591012477874756) | > loss_feat: 7.807502746582031 (7.183948040008545) | > loss_mel: 18.76577377319336 (19.95120366414388) | > loss_duration: 2.090829610824585 (2.2445686128404407) | > loss_1: 33.91049575805664 (34.287103017171226)  --> STEP: 10 | > loss_disc: 2.539120674133301 (2.2496891260147094) | > loss_disc_real_0: 0.1352546066045761 (0.0879245527088642) | > loss_disc_real_1: 0.2406948059797287 (0.24130069762468337) | > loss_disc_real_2: 0.25311779975891113 (0.19641900360584258) | > loss_disc_real_3: 0.27923718094825745 (0.2604619026184082) | > loss_disc_real_4: 0.35101720690727234 (0.28959673196077346) | > loss_disc_real_5: 0.28766435384750366 (0.2502576485276222) | > loss_0: 2.539120674133301 (2.2496891260147094) | > loss_gen: 2.5105490684509277 (2.7245084285736083) | > loss_kl: 2.161458730697632 (2.1593369960784914) | > loss_feat: 6.642745494842529 (7.129827785491943) | > loss_mel: 20.045787811279297 (19.96066207885742) | > loss_duration: 2.2801425457000732 (2.248126006126404) | > loss_1: 33.640682220458984 (34.2224609375)  --> STEP: 11 | > loss_disc: 2.5750253200531006 (2.279265143654563) | > loss_disc_real_0: 0.16288524866104126 (0.0947391614317894) | > loss_disc_real_1: 0.2811007797718048 (0.24491888691078534) | > loss_disc_real_2: 0.21889148652553558 (0.19846195659854196) | > loss_disc_real_3: 0.34513166546821594 (0.26815915378657257) | > loss_disc_real_4: 0.3609545826911926 (0.29608380929990247) | > loss_disc_real_5: 0.3529362380504608 (0.2595920657569712) | > loss_0: 2.5750253200531006 (2.279265143654563) | > loss_gen: 2.9918322563171387 (2.7488105947321113) | > loss_kl: 2.945582151412964 (2.230813828381625) | > loss_feat: 7.101050853729248 (7.127211700786244) | > loss_mel: 18.22197914123535 (19.80259999361905) | > loss_duration: 2.3752379417419434 (2.2596816366369072) | > loss_1: 33.63568115234375 (34.16911732066762)  --> STEP: 12 | > loss_disc: 2.098525285720825 (2.2642034888267513) | > loss_disc_real_0: 0.10437005758285522 (0.09554173611104488) | > loss_disc_real_1: 0.2521013915538788 (0.24551742896437645) | > loss_disc_real_2: 0.23460398614406586 (0.2014737923940023) | > loss_disc_real_3: 0.20920251309871674 (0.26324610039591795) | > loss_disc_real_4: 0.26227128505706787 (0.29326609894633293) | > loss_disc_real_5: 0.2077847570180893 (0.25527479002873105) | > loss_0: 2.098525285720825 (2.2642034888267513) | > loss_gen: 3.057565212249756 (2.774540146191915) | > loss_kl: 2.14776349067688 (2.2238929669062295) | > loss_feat: 7.008983612060547 (7.117359360059102) | > loss_mel: 17.448759078979492 (19.606446584065754) | > loss_duration: 2.165470838546753 (2.251830736796061) | > loss_1: 31.828542709350586 (33.9740694363912)  --> STEP: 13 | > loss_disc: 2.773458957672119 (2.303376986430241) | > loss_disc_real_0: 0.11725283414125443 (0.09721182057490715) | > loss_disc_real_1: 0.4056444466114044 (0.2578348918603017) | > loss_disc_real_2: 0.20169253647327423 (0.20149061886163858) | > loss_disc_real_3: 0.2670764923095703 (0.26354074592773735) | > loss_disc_real_4: 0.29946547746658325 (0.2937429742171214) | > loss_disc_real_5: 0.2673453390598297 (0.256203293800354) | > loss_0: 2.773458957672119 (2.303376986430241) | > loss_gen: 2.248347759246826 (2.7340638087346005) | > loss_kl: 2.3747425079345703 (2.2354967777545633) | > loss_feat: 5.746257305145264 (7.011889971219576) | > loss_mel: 18.328922271728516 (19.508175483116737) | > loss_duration: 2.136806011199951 (2.2429826809809756) | > loss_1: 30.8350772857666 (33.73260850172777)  --> STEP: 14 | > loss_disc: 2.3981130123138428 (2.310143845421927) | > loss_disc_real_0: 0.09077643603086472 (0.0967521502503327) | > loss_disc_real_1: 0.2603543698787689 (0.2580148545759065) | > loss_disc_real_2: 0.19907763600349426 (0.2013182629431997) | > loss_disc_real_3: 0.26105085015296936 (0.2633628962295396) | > loss_disc_real_4: 0.2770692706108093 (0.2925519953880991) | > loss_disc_real_5: 0.22560355067253113 (0.2540175978626524) | > loss_0: 2.3981130123138428 (2.310143845421927) | > loss_gen: 2.440734386444092 (2.713111707142421) | > loss_kl: 3.108961582183838 (2.2978871209280833) | > loss_feat: 6.330913543701172 (6.963248797825405) | > loss_mel: 20.128915786743164 (19.55251407623291) | > loss_duration: 2.440211296081543 (2.2570704392024448) | > loss_1: 34.449737548828125 (33.78383200509208)  --> STEP: 15 | > loss_disc: 2.051332473754883 (2.2928897539774575) | > loss_disc_real_0: 0.08806011080741882 (0.09617268095413843) | > loss_disc_real_1: 0.3125516176223755 (0.26165063877900446) | > loss_disc_real_2: 0.25901758670806885 (0.20516488452752432) | > loss_disc_real_3: 0.17582300305366516 (0.257526903351148) | > loss_disc_real_4: 0.2438623607158661 (0.28930601974328357) | > loss_disc_real_5: 0.17842529714107513 (0.24897811114788054) | > loss_0: 2.051332473754883 (2.2928897539774575) | > loss_gen: 3.2858424186706543 (2.751293754577637) | > loss_kl: 2.8590967655181885 (2.33530109723409) | > loss_feat: 9.084504127502441 (7.1046658198038735) | > loss_mel: 18.651241302490234 (19.492429224650063) | > loss_duration: 2.2609810829162598 (2.257331148783366) | > loss_1: 36.141666412353516 (33.94102096557618)  --> STEP: 16 | > loss_disc: 2.2200047969818115 (2.28833444416523) | > loss_disc_real_0: 0.0475534051656723 (0.0931339762173593) | > loss_disc_real_1: 0.2779270112514496 (0.2626679120585323) | > loss_disc_real_2: 0.16249573230743408 (0.20249806251376867) | > loss_disc_real_3: 0.17780201137065887 (0.2525440976023674) | > loss_disc_real_4: 0.22143569588661194 (0.2850641245022416) | > loss_disc_real_5: 0.18773674964904785 (0.2451505260542035) | > loss_0: 2.2200047969818115 (2.28833444416523) | > loss_gen: 2.623228073120117 (2.7432896494865417) | > loss_kl: 2.2533295154571533 (2.3301778733730316) | > loss_feat: 8.396320343017578 (7.18539422750473) | > loss_mel: 15.735472679138184 (19.257619440555573) | > loss_duration: 2.3402676582336426 (2.262514680624008) | > loss_1: 31.348617553710938 (33.7789957523346)  --> STEP: 17 | > loss_disc: 2.485091209411621 (2.2999083715326645) | > loss_disc_real_0: 0.11569397151470184 (0.0944610347642618) | > loss_disc_real_1: 0.22251051664352417 (0.2603057123282377) | > loss_disc_real_2: 0.2522038519382477 (0.2054219324799145) | > loss_disc_real_3: 0.28586825728416443 (0.25450434228953195) | > loss_disc_real_4: 0.32128581404685974 (0.28719481212251324) | > loss_disc_real_5: 0.38160547614097595 (0.25317728782401366) | > loss_0: 2.485091209411621 (2.2999083715326645) | > loss_gen: 2.5517287254333496 (2.732021359836354) | > loss_kl: 2.1872928142547607 (2.3217728698954865) | > loss_feat: 5.496058940887451 (7.086021563586066) | > loss_mel: 18.900249481201172 (19.236597678240607) | > loss_duration: 2.4423410892486572 (2.273092704660752) | > loss_1: 31.57767105102539 (33.6495060640223)  --> STEP: 18 | > loss_disc: 1.994401216506958 (2.2829357518090143) | > loss_disc_real_0: 0.08121320605278015 (0.0937250442802906) | > loss_disc_real_1: 0.17990946769714355 (0.2558392542931769) | > loss_disc_real_2: 0.13607235252857208 (0.20156917803817326) | > loss_disc_real_3: 0.22860603034496307 (0.2530655471815003) | > loss_disc_real_4: 0.2986205220222473 (0.2878295737836096) | > loss_disc_real_5: 0.2466699331998825 (0.25281576812267303) | > loss_0: 1.994401216506958 (2.2829357518090143) | > loss_gen: 3.1486377716064453 (2.7551667160458035) | > loss_kl: 2.671539068222046 (2.3412043253580728) | > loss_feat: 9.992402076721191 (7.247487147649129) | > loss_mel: 20.947980880737305 (19.331674522823757) | > loss_duration: 2.2640771865844727 (2.2725918425454035) | > loss_1: 39.024635314941406 (33.94812435574002)  --> STEP: 19 | > loss_disc: 2.3328068256378174 (2.285560545168425) | > loss_disc_real_0: 0.1345425248146057 (0.09587333272946508) | > loss_disc_real_1: 0.32974135875701904 (0.2597288387386422) | > loss_disc_real_2: 0.22781890630722046 (0.20295074268391258) | > loss_disc_real_3: 0.30374041199684143 (0.25573264532967616) | > loss_disc_real_4: 0.19746918976306915 (0.283073764098318) | > loss_disc_real_5: 0.24661268293857574 (0.25248928995508896) | > loss_0: 2.3328068256378174 (2.285560545168425) | > loss_gen: 2.8320364952087402 (2.7592124938964844) | > loss_kl: 1.8165321350097656 (2.3135899995502673) | > loss_feat: 7.601315021514893 (7.266109667326274) | > loss_mel: 19.26259994506836 (19.328039018731367) | > loss_duration: 2.2967238426208496 (2.273861947812532) | > loss_1: 33.809207916259766 (33.940812964188424)  --> STEP: 20 | > loss_disc: 2.360494375228882 (2.2893072366714478) | > loss_disc_real_0: 0.08517709374427795 (0.09533852078020573) | > loss_disc_real_1: 0.23570659756660461 (0.25852772668004037) | > loss_disc_real_2: 0.1709379404783249 (0.2013501025736332) | > loss_disc_real_3: 0.24829497933387756 (0.2553607620298862) | > loss_disc_real_4: 0.21687637269496918 (0.2797638945281506) | > loss_disc_real_5: 0.2275901734828949 (0.2512443341314793) | > loss_0: 2.360494375228882 (2.2893072366714478) | > loss_gen: 2.3334083557128906 (2.7379222869873048) | > loss_kl: 1.996040940284729 (2.2977125465869905) | > loss_feat: 6.096368789672852 (7.207622623443603) | > loss_mel: 18.034791946411133 (19.263376665115356) | > loss_duration: 2.3549342155456543 (2.277915561199188) | > loss_1: 30.81554412841797 (33.7845495223999)  --> STEP: 21 | > loss_disc: 2.346020221710205 (2.2920078550066267) | > loss_disc_real_0: 0.09927204996347427 (0.0955258316936947) | > loss_disc_real_1: 0.22754700481891632 (0.257052454210463) | > loss_disc_real_2: 0.17394451797008514 (0.200045074735369) | > loss_disc_real_3: 0.28856727480888367 (0.25694202454317183) | > loss_disc_real_4: 0.23765452206134796 (0.2777586863154457) | > loss_disc_real_5: 0.23965585231781006 (0.2506925016641617) | > loss_0: 2.346020221710205 (2.2920078550066267) | > loss_gen: 2.368913173675537 (2.720350424448649) | > loss_kl: 2.523940324783325 (2.308485297929673) | > loss_feat: 5.613850116729736 (7.131728694552467) | > loss_mel: 15.984457015991211 (19.107237634204683) | > loss_duration: 2.192596673965454 (2.273852757045201) | > loss_1: 28.683757781982422 (33.54165467761812)  --> STEP: 22 | > loss_disc: 2.331899642944336 (2.2938211180947046) | > loss_disc_real_0: 0.06780189275741577 (0.09426565265113657) | > loss_disc_real_1: 0.20251819491386414 (0.2545736242424358) | > loss_disc_real_2: 0.14311064779758453 (0.197457146238197) | > loss_disc_real_3: 0.27371737360954285 (0.25770454040982504) | > loss_disc_real_4: 0.34020429849624634 (0.2805971232327548) | > loss_disc_real_5: 0.30404236912727356 (0.25311749563975766) | > loss_0: 2.331899642944336 (2.2938211180947046) | > loss_gen: 2.814739227294922 (2.724640824578025) | > loss_kl: 1.4539659023284912 (2.2696435072205285) | > loss_feat: 8.501551628112793 (7.193993373350664) | > loss_mel: 19.858247756958008 (19.141374457966197) | > loss_duration: 2.193779945373535 (2.270213083787398) | > loss_1: 34.82228469848633 (33.599865133112125)  --> STEP: 23 | > loss_disc: 2.2417960166931152 (2.2915591571642007) | > loss_disc_real_0: 0.06771322339773178 (0.09311119920533636) | > loss_disc_real_1: 0.2581377625465393 (0.25472858677739685) | > loss_disc_real_2: 0.21441134810447693 (0.19819428544977438) | > loss_disc_real_3: 0.2827002704143524 (0.2587913112795871) | > loss_disc_real_4: 0.2524515986442566 (0.27937340477238537) | > loss_disc_real_5: 0.2351052314043045 (0.2523343537164771) | > loss_0: 2.2417960166931152 (2.2915591571642007) | > loss_gen: 2.7107484340667725 (2.724036807599275) | > loss_kl: 2.434847593307495 (2.2768262935721357) | > loss_feat: 6.376554489135742 (7.158452552297841) | > loss_mel: 18.397151947021484 (19.10901695749034) | > loss_duration: 2.2810959815979004 (2.27068625325742) | > loss_1: 32.20039749145508 (33.53901871390965)  --> STEP: 24 | > loss_disc: 2.442866086959839 (2.2978636125723524) | > loss_disc_real_0: 0.15371358394622803 (0.09563629856954019) | > loss_disc_real_1: 0.34444451332092285 (0.25846675038337713) | > loss_disc_real_2: 0.28621211647987366 (0.2018616950760285) | > loss_disc_real_3: 0.34915292263031006 (0.26255637841920054) | > loss_disc_real_4: 0.29476818442344666 (0.2800148539245129) | > loss_disc_real_5: 0.2216142863035202 (0.2510543509076039) | > loss_0: 2.442866086959839 (2.2978636125723524) | > loss_gen: 3.512303590774536 (2.7568812568982444) | > loss_kl: 2.1351988315582275 (2.270925149321556) | > loss_feat: 6.938310146331787 (7.149279952049255) | > loss_mel: 18.74932289123535 (19.094029704729717) | > loss_duration: 2.38822603225708 (2.2755837440490723) | > loss_1: 33.72336196899414 (33.5466996828715)  --> STEP: 25 | > loss_disc: 1.9492279291152954 (2.28391818523407) | > loss_disc_real_0: 0.06984475255012512 (0.09460463672876358) | > loss_disc_real_1: 0.15363387763500214 (0.25427343547344217) | > loss_disc_real_2: 0.23475663363933563 (0.2031774926185608) | > loss_disc_real_3: 0.19825512170791626 (0.2599843281507492) | > loss_disc_real_4: 0.22793051600456238 (0.2779314804077149) | > loss_disc_real_5: 0.1676345318555832 (0.24771755814552307) | > loss_0: 1.9492279291152954 (2.28391818523407) | > loss_gen: 2.798759698867798 (2.758556394577026) | > loss_kl: 2.0250325202941895 (2.2610894441604614) | > loss_feat: 11.377821922302246 (7.318421630859375) | > loss_mel: 19.79252815246582 (19.12196964263916) | > loss_duration: 2.336811065673828 (2.2780328369140626) | > loss_1: 38.33095169067383 (33.738069763183596)  --> STEP: 26 | > loss_disc: 2.538738965988159 (2.2937189844938426) | > loss_disc_real_0: 0.127219557762146 (0.09585905676850906) | > loss_disc_real_1: 0.4196125268936157 (0.26063263129729497) | > loss_disc_real_2: 0.13088256120681763 (0.20039691833349374) | > loss_disc_real_3: 0.13771946728229523 (0.2552818335019625) | > loss_disc_real_4: 0.1294090449810028 (0.2722190790451491) | > loss_disc_real_5: 0.11946646869182587 (0.24278482393576548) | > loss_0: 2.538738965988159 (2.2937189844938426) | > loss_gen: 2.010383129119873 (2.7297804997517514) | > loss_kl: 2.4132063388824463 (2.266940093957461) | > loss_feat: 11.137350082397461 (7.465303494380071) | > loss_mel: 20.44550895690918 (19.172875000880317) | > loss_duration: 2.270081043243408 (2.2777269986959605) | > loss_1: 38.276527404785156 (33.91262582632211) --> EVAL PERFORMANCE | > avg_loader_time: 0.002367909138019268 (+0.00010839792398305986) | > avg_loss_disc: 2.2937189844938426 (-0.04333779903558588) | > avg_loss_disc_real_0: 0.09585905676850906 (-0.009649027998630821) | > avg_loss_disc_real_1: 0.26063263129729497 (+0.02576448883001628) | > avg_loss_disc_real_2: 0.20039691833349374 (-0.06316952178111443) | > avg_loss_disc_real_3: 0.2552818335019625 (+0.03178834685912496) | > avg_loss_disc_real_4: 0.2722190790451491 (+0.03871957671183815) | > avg_loss_disc_real_5: 0.24278482393576548 (+0.013138172145073207) | > avg_loss_0: 2.2937189844938426 (-0.04333779903558588) | > avg_loss_gen: 2.7297804997517514 (+0.2849522278859067) | > avg_loss_kl: 2.266940093957461 (+0.010198318041287902) | > avg_loss_feat: 7.465303494380071 (+0.19813774182246302) | > avg_loss_mel: 19.172875000880317 (+0.3582316545339772) | > avg_loss_duration: 2.2777269986959605 (+0.004484598453228017) | > avg_loss_1: 33.91262582632211 (+0.85600361457238)  > EPOCH: 203/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:51:03)   --> TIME: 2024-06-10 23:51:07 -- STEP: 9/330 -- GLOBAL_STEP: 155000 | > loss_disc: 2.3850927352905273 (2.3037703302171497) | > loss_disc_real_0: 0.08766520023345947 (0.10137379831737942) | > loss_disc_real_1: 0.17814891040325165 (0.18660671512285867) | > loss_disc_real_2: 0.218049094080925 (0.2094616178009245) | > loss_disc_real_3: 0.23160496354103088 (0.2282359798749288) | > loss_disc_real_4: 0.21877557039260864 (0.23607644107606676) | > loss_disc_real_5: 0.22872644662857056 (0.22616961432827842) | > loss_0: 2.3850927352905273 (2.3037703302171497) | > grad_norm_0: tensor(14.7686, device='cuda:0') (tensor(15.6003, device='cuda:0')) | > loss_gen: 2.6027112007141113 (2.5503591431511774) | > loss_kl: 1.8303557634353638 (1.7402892642550998) | > loss_feat: 7.293446063995361 (7.026488092210558) | > loss_mel: 19.876510620117188 (19.48957019382053) | > loss_duration: 2.1622886657714844 (2.2377550866868763) | > loss_1: 33.76531219482422 (33.04446178012424) | > grad_norm_1: tensor(244.7893, device='cuda:0') (tensor(175.9417, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3342 (0.33609626028272843) | > loader_time: 0.0031 (0.0031207667456732858) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_155000.pth  --> TIME: 2024-06-10 23:51:23 -- STEP: 34/330 -- GLOBAL_STEP: 155025 | > loss_disc: 2.2160067558288574 (2.273840406361748) | > loss_disc_real_0: 0.11332229524850845 (0.10670111722805921) | > loss_disc_real_1: 0.20815853774547577 (0.19839214139124928) | > loss_disc_real_2: 0.17842453718185425 (0.21001923215739868) | > loss_disc_real_3: 0.19887317717075348 (0.221968874335289) | > loss_disc_real_4: 0.17278443276882172 (0.22274036398705313) | > loss_disc_real_5: 0.18094182014465332 (0.2124947164865101) | > loss_0: 2.2160067558288574 (2.273840406361748) | > grad_norm_0: tensor(23.9265, device='cuda:0') (tensor(18.6713, device='cuda:0')) | > loss_gen: 2.756838321685791 (2.591025149121004) | > loss_kl: 1.5842487812042236 (1.737275042954613) | > loss_feat: 8.372064590454102 (7.316538432065179) | > loss_mel: 20.580671310424805 (19.251371383666992) | > loss_duration: 2.1037673950195312 (2.114719948347877) | > loss_1: 35.39759063720703 (33.01093011743882) | > grad_norm_1: tensor(288.1968, device='cuda:0') (tensor(212.1158, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3628 (0.3671775495304781) | > loader_time: 0.0033 (0.0034936946981093463)  --> TIME: 2024-06-10 23:51:32 -- STEP: 59/330 -- GLOBAL_STEP: 155050 | > loss_disc: 2.3972091674804688 (2.2880045882726128) | > loss_disc_real_0: 0.21353214979171753 (0.11084368370347104) | > loss_disc_real_1: 0.20893950760364532 (0.2036394994642775) | > loss_disc_real_2: 0.21934747695922852 (0.21239923370086541) | > loss_disc_real_3: 0.24324892461299896 (0.22332734450445338) | > loss_disc_real_4: 0.24710635840892792 (0.22231296563552597) | > loss_disc_real_5: 0.2413530945777893 (0.21224445786516546) | > loss_0: 2.3972091674804688 (2.2880045882726128) | > grad_norm_0: tensor(73.4361, device='cuda:0') (tensor(20.6931, device='cuda:0')) | > loss_gen: 2.582228183746338 (2.5857456659866593) | > loss_kl: 1.8169249296188354 (1.740777518789647) | > loss_feat: 6.936817169189453 (7.300247960171457) | > loss_mel: 17.85967445373535 (19.256957910828675) | > loss_duration: 2.012465238571167 (2.0821343256255336) | > loss_1: 31.20810890197754 (32.96586353495969) | > grad_norm_1: tensor(479.8905, device='cuda:0') (tensor(222.7191, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3578 (0.3681557865466102) | > loader_time: 0.0037 (0.0036076165862002616)  --> TIME: 2024-06-10 23:51:41 -- STEP: 84/330 -- GLOBAL_STEP: 155075 | > loss_disc: 2.1292247772216797 (2.2821898034640724) | > loss_disc_real_0: 0.07198548316955566 (0.110309591428155) | > loss_disc_real_1: 0.20072892308235168 (0.20239656418561935) | > loss_disc_real_2: 0.20002268254756927 (0.2125974962753909) | > loss_disc_real_3: 0.19943895936012268 (0.22413814830638112) | > loss_disc_real_4: 0.18179233372211456 (0.2201926296665555) | > loss_disc_real_5: 0.19576866924762726 (0.21142844500995822) | > loss_0: 2.1292247772216797 (2.2821898034640724) | > grad_norm_0: tensor(16.9527, device='cuda:0') (tensor(22.4234, device='cuda:0')) | > loss_gen: 2.6454017162323 (2.5928682571365718) | > loss_kl: 1.6869724988937378 (1.7580017745494843) | > loss_feat: 8.345271110534668 (7.382168974195208) | > loss_mel: 19.94102668762207 (19.274366923740928) | > loss_duration: 2.1302614212036133 (2.069520022187914) | > loss_1: 34.748931884765625 (33.076926095145076) | > grad_norm_1: tensor(251.0720, device='cuda:0') (tensor(254.0486, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.364 (0.36882705064046956) | > loader_time: 0.0039 (0.0037267974444798063)  --> TIME: 2024-06-10 23:51:51 -- STEP: 109/330 -- GLOBAL_STEP: 155100 | > loss_disc: 2.298301935195923 (2.2873498321673194) | > loss_disc_real_0: 0.14923852682113647 (0.1133725957586131) | > loss_disc_real_1: 0.1954769492149353 (0.2016379418996496) | > loss_disc_real_2: 0.20473432540893555 (0.2131945802531111) | > loss_disc_real_3: 0.22412213683128357 (0.2243264763180269) | > loss_disc_real_4: 0.24091649055480957 (0.2191148446787388) | > loss_disc_real_5: 0.20944051444530487 (0.21042118201015195) | > loss_0: 2.298301935195923 (2.2873498321673194) | > grad_norm_0: tensor(44.9059, device='cuda:0') (tensor(24.2234, device='cuda:0')) | > loss_gen: 2.762460947036743 (2.6032251393029453) | > loss_kl: 1.7734720706939697 (1.7587181778129088) | > loss_feat: 7.134788513183594 (7.418604658284319) | > loss_mel: 19.362977981567383 (19.241975889293418) | > loss_duration: 2.014803409576416 (2.0652587184118563) | > loss_1: 33.04850387573242 (33.08778265856821) | > grad_norm_1: tensor(132.7144, device='cuda:0') (tensor(273.1324, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3545 (0.36711048423697096) | > loader_time: 0.004 (0.003775373511358139)  --> TIME: 2024-06-10 23:52:00 -- STEP: 134/330 -- GLOBAL_STEP: 155125 | > loss_disc: 2.320528507232666 (2.2816255430677046) | > loss_disc_real_0: 0.16101503372192383 (0.1124367236868659) | > loss_disc_real_1: 0.1921565979719162 (0.20086096038124454) | > loss_disc_real_2: 0.19519585371017456 (0.213250198248607) | > loss_disc_real_3: 0.24662497639656067 (0.22349312667971227) | > loss_disc_real_4: 0.22596536576747894 (0.21918539992019312) | > loss_disc_real_5: 0.208952397108078 (0.21072108798952247) | > loss_0: 2.320528507232666 (2.2816255430677046) | > grad_norm_0: tensor(40.5990, device='cuda:0') (tensor(24.2479, device='cuda:0')) | > loss_gen: 2.826378107070923 (2.611549382779136) | > loss_kl: 1.9288994073867798 (1.7541362474213784) | > loss_feat: 8.489700317382812 (7.452010571067012) | > loss_mel: 19.56218719482422 (19.235920535984317) | > loss_duration: 2.0689148902893066 (2.066044964897098) | > loss_1: 34.87608337402344 (33.11966181513089) | > grad_norm_1: tensor(311.1618, device='cuda:0') (tensor(277.3673, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3726 (0.36619069860942327) | > loader_time: 0.0045 (0.003794413893970091)  --> TIME: 2024-06-10 23:52:09 -- STEP: 159/330 -- GLOBAL_STEP: 155150 | > loss_disc: 1.9974393844604492 (2.2774724960327157) | > loss_disc_real_0: 0.1344723105430603 (0.1140147274207769) | > loss_disc_real_1: 0.20806223154067993 (0.19955383419240796) | > loss_disc_real_2: 0.16571453213691711 (0.21288705884285689) | > loss_disc_real_3: 0.19868741929531097 (0.22356712715055957) | > loss_disc_real_4: 0.185398668050766 (0.21886033428914892) | > loss_disc_real_5: 0.18848779797554016 (0.21078836721069408) | > loss_0: 1.9974393844604492 (2.2774724960327157) | > grad_norm_0: tensor(64.6486, device='cuda:0') (tensor(27.0192, device='cuda:0')) | > loss_gen: 2.7972214221954346 (2.614343767645973) | > loss_kl: 1.7510827779769897 (1.753846545639278) | > loss_feat: 8.4208345413208 (7.475098217058481) | > loss_mel: 18.621232986450195 (19.252972380920028) | > loss_duration: 2.0592093467712402 (2.066842825157837) | > loss_1: 33.64958190917969 (33.16310387137551) | > grad_norm_1: tensor(472.1625, device='cuda:0') (tensor(289.1423, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3668 (0.3664211702046904) | > loader_time: 0.0043 (0.0038657158425768967)  --> TIME: 2024-06-10 23:52:19 -- STEP: 184/330 -- GLOBAL_STEP: 155175 | > loss_disc: 2.3323185443878174 (2.2761630117893246) | > loss_disc_real_0: 0.12587952613830566 (0.11428991522963929) | > loss_disc_real_1: 0.2209353744983673 (0.19927823106231896) | > loss_disc_real_2: 0.19112494587898254 (0.2134740764842085) | > loss_disc_real_3: 0.22491931915283203 (0.22396486616976882) | > loss_disc_real_4: 0.25950655341148376 (0.21853768169555976) | > loss_disc_real_5: 0.24438229203224182 (0.21048510463341422) | > loss_0: 2.3323185443878174 (2.2761630117893246) | > grad_norm_0: tensor(26.6494, device='cuda:0') (tensor(27.0754, device='cuda:0')) | > loss_gen: 2.733640193939209 (2.615782352893248) | > loss_kl: 1.7814176082611084 (1.7534024333176406) | > loss_feat: 7.563478469848633 (7.482235436854155) | > loss_mel: 18.815778732299805 (19.20438030491704) | > loss_duration: 2.097670793533325 (2.0715365001688815) | > loss_1: 32.99198532104492 (33.12733712403671) | > grad_norm_1: tensor(346.9678, device='cuda:0') (tensor(290.8595, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3869 (0.36826874769252277) | > loader_time: 0.0048 (0.003984575686247453)  --> TIME: 2024-06-10 23:52:29 -- STEP: 209/330 -- GLOBAL_STEP: 155200 | > loss_disc: 2.3864357471466064 (2.2714080308613043) | > loss_disc_real_0: 0.128694087266922 (0.11397191525646375) | > loss_disc_real_1: 0.18882225453853607 (0.19911870994921507) | > loss_disc_real_2: 0.20863661170005798 (0.21331305366954162) | > loss_disc_real_3: 0.23214583098888397 (0.2233459585876556) | > loss_disc_real_4: 0.2407071888446808 (0.21824736066126937) | > loss_disc_real_5: 0.23317375779151917 (0.20977965474984292) | > loss_0: 2.3864357471466064 (2.2714080308613043) | > grad_norm_0: tensor(51.8995, device='cuda:0') (tensor(26.8842, device='cuda:0')) | > loss_gen: 2.4819400310516357 (2.616749952854722) | > loss_kl: 1.651213526725769 (1.7530941700821288) | > loss_feat: 6.744597911834717 (7.504234364158229) | > loss_mel: 19.03860092163086 (19.17710633711381) | > loss_duration: 2.140162229537964 (2.077832125590746) | > loss_1: 32.056514739990234 (33.1290170313639) | > grad_norm_1: tensor(352.1831, device='cuda:0') (tensor(295.9880, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.3925 (0.3712377662293649) | > loader_time: 0.0055 (0.004148388593390796)  --> TIME: 2024-06-10 23:52:39 -- STEP: 234/330 -- GLOBAL_STEP: 155225 | > loss_disc: 2.421187400817871 (2.272861972833293) | > loss_disc_real_0: 0.10836189985275269 (0.1137122874840712) | > loss_disc_real_1: 0.25807762145996094 (0.19999160490229598) | > loss_disc_real_2: 0.2750973105430603 (0.21335511578199187) | > loss_disc_real_3: 0.23609209060668945 (0.22320616054229248) | > loss_disc_real_4: 0.24128487706184387 (0.21842420483246827) | > loss_disc_real_5: 0.23062920570373535 (0.21003506612828654) | > loss_0: 2.421187400817871 (2.272861972833293) | > grad_norm_0: tensor(45.6041, device='cuda:0') (tensor(26.8399, device='cuda:0')) | > loss_gen: 2.5107040405273438 (2.61491045075604) | > loss_kl: 1.645717978477478 (1.7523084940054479) | > loss_feat: 7.098938941955566 (7.515462329245021) | > loss_mel: 19.279014587402344 (19.142486547812428) | > loss_duration: 2.1504507064819336 (2.084960894197477) | > loss_1: 32.6848258972168 (33.110128753205686) | > grad_norm_1: tensor(322.9615, device='cuda:0') (tensor(302.2444, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.4117 (0.37503858101673615) | > loader_time: 0.0057 (0.004301527626494053)  --> TIME: 2024-06-10 23:52:50 -- STEP: 259/330 -- GLOBAL_STEP: 155250 | > loss_disc: 2.345393657684326 (2.271757554823829) | > loss_disc_real_0: 0.09232571721076965 (0.11377506401087786) | > loss_disc_real_1: 0.2013353854417801 (0.1993763052703791) | > loss_disc_real_2: 0.20324374735355377 (0.21316403697126157) | > loss_disc_real_3: 0.22194504737854004 (0.22289350795699822) | > loss_disc_real_4: 0.22734986245632172 (0.2183046615376896) | > loss_disc_real_5: 0.2320992797613144 (0.209892956619097) | > loss_0: 2.345393657684326 (2.271757554823829) | > grad_norm_0: tensor(23.1159, device='cuda:0') (tensor(27.5462, device='cuda:0')) | > loss_gen: 2.6837053298950195 (2.615156574138803) | > loss_kl: 1.7704190015792847 (1.751870069264445) | > loss_feat: 8.061897277832031 (7.534577940421675) | > loss_mel: 18.815288543701172 (19.110009808337818) | > loss_duration: 2.1769800186157227 (2.0913283663826987) | > loss_1: 33.5082893371582 (33.10294277235351) | > grad_norm_1: tensor(329.5156, device='cuda:0') (tensor(310.5442, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.4208 (0.3792790004185268) | > loader_time: 0.0058 (0.004437206334589067)  --> TIME: 2024-06-10 23:53:01 -- STEP: 284/330 -- GLOBAL_STEP: 155275 | > loss_disc: 2.305884838104248 (2.275426652230008) | > loss_disc_real_0: 0.08261191099882126 (0.11458140404396494) | > loss_disc_real_1: 0.24946384131908417 (0.19949524036385644) | > loss_disc_real_2: 0.18955878913402557 (0.213654444198793) | > loss_disc_real_3: 0.2513778805732727 (0.22308018672424304) | > loss_disc_real_4: 0.21843747794628143 (0.2181578020394688) | > loss_disc_real_5: 0.24394290149211884 (0.21011348357292967) | > loss_0: 2.305884838104248 (2.275426652230008) | > grad_norm_0: tensor(20.3213, device='cuda:0') (tensor(29.3585, device='cuda:0')) | > loss_gen: 2.8307058811187744 (2.6152572144924746) | > loss_kl: 1.7126260995864868 (1.7534866299427732) | > loss_feat: 6.912481784820557 (7.543198397461797) | > loss_mel: 18.756723403930664 (19.069109715206515) | > loss_duration: 2.2020769119262695 (2.099795670156744) | > loss_1: 32.414615631103516 (33.08084762600108) | > grad_norm_1: tensor(456.9012, device='cuda:0') (tensor(320.3228, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.4274 (0.3835867181630201) | > loader_time: 0.0064 (0.004593374023974778)  --> TIME: 2024-06-10 23:53:13 -- STEP: 309/330 -- GLOBAL_STEP: 155300 | > loss_disc: 2.3082995414733887 (2.2784256873393143) | > loss_disc_real_0: 0.09216178953647614 (0.11624775925789836) | > loss_disc_real_1: 0.21774397790431976 (0.19946027424150306) | > loss_disc_real_2: 0.24312925338745117 (0.21366080791240358) | > loss_disc_real_3: 0.2352694272994995 (0.22332961548686414) | > loss_disc_real_4: 0.24084757268428802 (0.21823805040140368) | > loss_disc_real_5: 0.23045364022254944 (0.210578109405959) | > loss_0: 2.3082995414733887 (2.2784256873393143) | > grad_norm_0: tensor(35.6881, device='cuda:0') (tensor(30.3677, device='cuda:0')) | > loss_gen: 2.6282575130462646 (2.6141425066395465) | > loss_kl: 1.7655466794967651 (1.7557556042779225) | > loss_feat: 8.033825874328613 (7.5598786394187165) | > loss_mel: 18.138307571411133 (19.00714997103298) | > loss_duration: 2.269981861114502 (2.110583310374162) | > loss_1: 32.83591842651367 (33.047510054505004) | > grad_norm_1: tensor(430.2273, device='cuda:0') (tensor(325.0283, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.5162 (0.3908230209041952) | > loader_time: 0.008 (0.004791459605145992)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.297516345977783 (2.297516345977783) | > loss_disc_real_0: 0.13465580344200134 (0.13465580344200134) | > loss_disc_real_1: 0.1807628720998764 (0.1807628720998764) | > loss_disc_real_2: 0.24590754508972168 (0.24590754508972168) | > loss_disc_real_3: 0.19757208228111267 (0.19757208228111267) | > loss_disc_real_4: 0.24695880711078644 (0.24695880711078644) | > loss_disc_real_5: 0.23528394103050232 (0.23528394103050232) | > loss_0: 2.297516345977783 (2.297516345977783) | > loss_gen: 2.309986114501953 (2.309986114501953) | > loss_kl: 1.910967469215393 (1.910967469215393) | > loss_feat: 5.502077579498291 (5.502077579498291) | > loss_mel: 15.166450500488281 (15.166450500488281) | > loss_duration: 2.807429075241089 (2.807429075241089) | > loss_1: 27.696908950805664 (27.696908950805664)  --> STEP: 1 | > loss_disc: 2.1846511363983154 (2.1846511363983154) | > loss_disc_real_0: 0.04712209105491638 (0.04712209105491638) | > loss_disc_real_1: 0.23160800337791443 (0.23160800337791443) | > loss_disc_real_2: 0.24642612040042877 (0.24642612040042877) | > loss_disc_real_3: 0.2172078937292099 (0.2172078937292099) | > loss_disc_real_4: 0.19425004720687866 (0.19425004720687866) | > loss_disc_real_5: 0.1929270178079605 (0.1929270178079605) | > loss_0: 2.1846511363983154 (2.1846511363983154) | > loss_gen: 2.277909755706787 (2.277909755706787) | > loss_kl: 2.183983087539673 (2.183983087539673) | > loss_feat: 5.601848602294922 (5.601848602294922) | > loss_mel: 17.596046447753906 (17.596046447753906) | > loss_duration: 2.237731456756592 (2.237731456756592) | > loss_1: 29.897520065307617 (29.897520065307617)  --> STEP: 2 | > loss_disc: 2.7225983142852783 (2.453624725341797) | > loss_disc_real_0: 0.10030882060527802 (0.0737154558300972) | > loss_disc_real_1: 0.18421611189842224 (0.20791205763816833) | > loss_disc_real_2: 0.19478480517864227 (0.22060546278953552) | > loss_disc_real_3: 0.22796685993671417 (0.22258737683296204) | > loss_disc_real_4: 0.3232235014438629 (0.2587367743253708) | > loss_disc_real_5: 0.5165814161300659 (0.3547542169690132) | > loss_0: 2.7225983142852783 (2.453624725341797) | > loss_gen: 2.3776679039001465 (2.327788829803467) | > loss_kl: 2.5906364917755127 (2.3873097896575928) | > loss_feat: 6.991697311401367 (6.2967729568481445) | > loss_mel: 20.205097198486328 (18.900571823120117) | > loss_duration: 2.369230270385742 (2.303480863571167) | > loss_1: 34.534324645996094 (32.215922355651855)  --> STEP: 3 | > loss_disc: 2.6092822551727295 (2.5055105686187744) | > loss_disc_real_0: 0.1483248472213745 (0.09858525296052296) | > loss_disc_real_1: 0.2092389017343521 (0.20835433900356293) | > loss_disc_real_2: 0.2601514458656311 (0.23378745714823404) | > loss_disc_real_3: 0.17788678407669067 (0.20768717924753824) | > loss_disc_real_4: 0.2479936182498932 (0.2551557223002116) | > loss_disc_real_5: 0.23319843411445618 (0.3142356226841609) | > loss_0: 2.6092822551727295 (2.5055105686187744) | > loss_gen: 2.289128541946411 (2.3149020671844482) | > loss_kl: 2.174952745437622 (2.316524108250936) | > loss_feat: 6.647857666015625 (6.413801193237305) | > loss_mel: 18.364322662353516 (18.721822102864582) | > loss_duration: 2.252737522125244 (2.286566416422526) | > loss_1: 31.729000091552734 (32.053614934285484)  --> STEP: 4 | > loss_disc: 2.1233367919921875 (2.4099671244621277) | > loss_disc_real_0: 0.05057829990983009 (0.08658351469784975) | > loss_disc_real_1: 0.15664303302764893 (0.19542651250958443) | > loss_disc_real_2: 0.19717490673065186 (0.2246343195438385) | > loss_disc_real_3: 0.22906620800495148 (0.21303193643689156) | > loss_disc_real_4: 0.17600341141223907 (0.23536764457821846) | > loss_disc_real_5: 0.1494518220424652 (0.27303967252373695) | > loss_0: 2.1233367919921875 (2.4099671244621277) | > loss_gen: 2.4168343544006348 (2.340385138988495) | > loss_kl: 2.401627540588379 (2.3377999663352966) | > loss_feat: 7.613134384155273 (6.713634490966797) | > loss_mel: 19.344512939453125 (18.87749481201172) | > loss_duration: 2.1845955848693848 (2.2610737085342407) | > loss_1: 33.9607048034668 (32.53038740158081)  --> STEP: 5 | > loss_disc: 2.3787789344787598 (2.403729486465454) | > loss_disc_real_0: 0.10006959736347198 (0.0892807312309742) | > loss_disc_real_1: 0.2825930118560791 (0.21285981237888335) | > loss_disc_real_2: 0.26408618688583374 (0.23252469301223755) | > loss_disc_real_3: 0.2063416987657547 (0.2116938889026642) | > loss_disc_real_4: 0.2425287961959839 (0.23679987490177154) | > loss_disc_real_5: 0.2069976031780243 (0.25983125865459444) | > loss_0: 2.3787789344787598 (2.403729486465454) | > loss_gen: 2.4047346115112305 (2.353255033493042) | > loss_kl: 2.462245225906372 (2.3626890182495117) | > loss_feat: 5.575397491455078 (6.4859870910644535) | > loss_mel: 19.83076286315918 (19.06814842224121) | > loss_duration: 2.392444133758545 (2.2873477935791016) | > loss_1: 32.665584564208984 (32.557426834106444)  --> STEP: 6 | > loss_disc: 2.249922037124634 (2.3780949115753174) | > loss_disc_real_0: 0.047565121203660965 (0.08232812955975533) | > loss_disc_real_1: 0.2046206295490265 (0.21148661524057388) | > loss_disc_real_2: 0.3124895691871643 (0.24585217237472534) | > loss_disc_real_3: 0.26233944296836853 (0.22013481458028158) | > loss_disc_real_4: 0.2502932548522949 (0.2390487715601921) | > loss_disc_real_5: 0.2516062259674072 (0.2584604198733966) | > loss_0: 2.249922037124634 (2.3780949115753174) | > loss_gen: 2.693342924118042 (2.4099363485972085) | > loss_kl: 2.587352991104126 (2.4001330137252808) | > loss_feat: 7.062605857849121 (6.5820902188618975) | > loss_mel: 20.5425968170166 (19.31388982137044) | > loss_duration: 2.1116108894348145 (2.2580583095550537) | > loss_1: 34.99750900268555 (32.96410719553629)  --> STEP: 7 | > loss_disc: 2.583665370941162 (2.4074621200561523) | > loss_disc_real_0: 0.1263529360294342 (0.08861738762685231) | > loss_disc_real_1: 0.22096765041351318 (0.21284104883670807) | > loss_disc_real_2: 0.19146203994750977 (0.23808215345655168) | > loss_disc_real_3: 0.24721477925777435 (0.22400338096278055) | > loss_disc_real_4: 0.24573440849781036 (0.24000386255128042) | > loss_disc_real_5: 0.317711740732193 (0.26692489428179605) | > loss_0: 2.583665370941162 (2.4074621200561523) | > loss_gen: 2.103161334991455 (2.3661113466535295) | > loss_kl: 3.619199752807617 (2.5742854050227573) | > loss_feat: 4.0952606201171875 (6.226828847612653) | > loss_mel: 17.06718635559082 (18.992932183401926) | > loss_duration: 2.492175579071045 (2.2915036337716237) | > loss_1: 29.376983642578125 (32.45166097368513)  --> STEP: 8 | > loss_disc: 2.167072057723999 (2.377413362264633) | > loss_disc_real_0: 0.09443563967943192 (0.08934466913342476) | > loss_disc_real_1: 0.2667856812477112 (0.21958412788808346) | > loss_disc_real_2: 0.23619712889194489 (0.23784652538597584) | > loss_disc_real_3: 0.15834833681583405 (0.21579650044441223) | > loss_disc_real_4: 0.11097241938114166 (0.22387493215501308) | > loss_disc_real_5: 0.10844571888446808 (0.24711499735713005) | > loss_0: 2.167072057723999 (2.377413362264633) | > loss_gen: 2.3859026432037354 (2.3685852587223053) | > loss_kl: 1.7410027980804443 (2.4701250791549683) | > loss_feat: 13.38333511352539 (7.121392130851746) | > loss_mel: 22.323732376098633 (19.409282207489014) | > loss_duration: 2.177457332611084 (2.2772478461265564) | > loss_1: 42.01142883300781 (33.646631956100464)  --> STEP: 9 | > loss_disc: 2.5770058631896973 (2.3995903068118625) | > loss_disc_real_0: 0.1127171739935875 (0.09194161411788729) | > loss_disc_real_1: 0.24624893069267273 (0.22254688375526005) | > loss_disc_real_2: 0.32503873109817505 (0.24753454824288687) | > loss_disc_real_3: 0.23362991213798523 (0.21777799063258702) | > loss_disc_real_4: 0.30535274744033813 (0.23292802274227142) | > loss_disc_real_5: 0.23987089097499847 (0.24631009664800432) | > loss_0: 2.5770058631896973 (2.3995903068118625) | > loss_gen: 2.3442752361297607 (2.3658841451009116) | > loss_kl: 2.1765530109405518 (2.4375059604644775) | > loss_feat: 6.751896381378174 (7.080337047576904) | > loss_mel: 18.418485641479492 (19.29919370015462) | > loss_duration: 2.0896308422088623 (2.2564015123579235) | > loss_1: 31.780839920043945 (33.43932172987196)  --> STEP: 10 | > loss_disc: 2.253598690032959 (2.3849911451339723) | > loss_disc_real_0: 0.16863559186458588 (0.09961101189255714) | > loss_disc_real_1: 0.2154727727174759 (0.22183947265148163) | > loss_disc_real_2: 0.25706300139427185 (0.24848739355802535) | > loss_disc_real_3: 0.20869676768779755 (0.21686986833810806) | > loss_disc_real_4: 0.245035782456398 (0.2341387987136841) | > loss_disc_real_5: 0.29432421922683716 (0.2511115089058876) | > loss_0: 2.253598690032959 (2.3849911451339723) | > loss_gen: 2.7529046535491943 (2.4045861959457397) | > loss_kl: 1.787571668624878 (2.3725125312805178) | > loss_feat: 5.863597393035889 (6.958663082122802) | > loss_mel: 16.901750564575195 (19.05944938659668) | > loss_duration: 2.279764175415039 (2.2587377786636353) | > loss_1: 29.585588455200195 (33.053948402404785)  --> STEP: 11 | > loss_disc: 2.57080340385437 (2.4018831686540083) | > loss_disc_real_0: 0.09649036079645157 (0.09932731633836572) | > loss_disc_real_1: 0.36684665083885193 (0.23502194339578802) | > loss_disc_real_2: 0.22680780291557312 (0.24651652168143878) | > loss_disc_real_3: 0.21807390451431274 (0.2169793261723085) | > loss_disc_real_4: 0.2251683622598648 (0.2333233044906096) | > loss_disc_real_5: 0.18968819081783295 (0.24552757089788263) | > loss_0: 2.57080340385437 (2.4018831686540083) | > loss_gen: 2.424191474914551 (2.4063684940338135) | > loss_kl: 2.539956569671631 (2.3877347165888008) | > loss_feat: 7.169857978820801 (6.977862618186257) | > loss_mel: 18.857925415039062 (19.041129025545988) | > loss_duration: 2.3940892219543457 (2.2710424553264272) | > loss_1: 33.38602066040039 (33.0841367894953)  --> STEP: 12 | > loss_disc: 2.342571258544922 (2.396940509478251) | > loss_disc_real_0: 0.07083210349082947 (0.0969527152677377) | > loss_disc_real_1: 0.2015955001115799 (0.23223640645543733) | > loss_disc_real_2: 0.3323661684989929 (0.25367065891623497) | > loss_disc_real_3: 0.21732690930366516 (0.21700829143325487) | > loss_disc_real_4: 0.18873479962348938 (0.2296075957516829) | > loss_disc_real_5: 0.16179721057415009 (0.23855004087090492) | > loss_0: 2.342571258544922 (2.396940509478251) | > loss_gen: 2.3400158882141113 (2.400839110215505) | > loss_kl: 1.972051978111267 (2.3530944883823395) | > loss_feat: 6.359440326690674 (6.9263274272282915) | > loss_mel: 20.326223373413086 (19.14822022120158) | > loss_duration: 2.1949362754821777 (2.2647002736727395) | > loss_1: 33.192665100097656 (33.09318081537882)  --> STEP: 13 | > loss_disc: 2.168903112411499 (2.3793991712423472) | > loss_disc_real_0: 0.11029298603534698 (0.09797888994216919) | > loss_disc_real_1: 0.12395384162664413 (0.22390697839168403) | > loss_disc_real_2: 0.3105604350566864 (0.25804679554242355) | > loss_disc_real_3: 0.1777844876050949 (0.21399107575416565) | > loss_disc_real_4: 0.20321756601333618 (0.2275775934641178) | > loss_disc_real_5: 0.1575784534215927 (0.23232145722095782) | > loss_0: 2.168903112411499 (2.3793991712423472) | > loss_gen: 2.598344326019287 (2.4160318191234884) | > loss_kl: 2.2133588790893555 (2.3423455953598022) | > loss_feat: 7.423221588134766 (6.964550054990328) | > loss_mel: 16.83202362060547 (18.970051251924954) | > loss_duration: 2.139055013656616 (2.2550352536714993) | > loss_1: 31.206005096435547 (32.94801345238319)  --> STEP: 14 | > loss_disc: 2.467498302459717 (2.385691966329302) | > loss_disc_real_0: 0.1054367944598198 (0.09851159740771566) | > loss_disc_real_1: 0.21165014803409576 (0.22303149050899915) | > loss_disc_real_2: 0.2185807228088379 (0.2552277903471674) | > loss_disc_real_3: 0.21612155437469482 (0.21414325279848917) | > loss_disc_real_4: 0.26265135407447815 (0.23008286207914352) | > loss_disc_real_5: 0.2719506621360779 (0.23515211471489497) | > loss_0: 2.467498302459717 (2.385691966329302) | > loss_gen: 2.249452829360962 (2.4041333198547363) | > loss_kl: 3.05063533782959 (2.39293771982193) | > loss_feat: 6.414656639099121 (6.925271953855242) | > loss_mel: 20.703201293945312 (19.093847683497838) | > loss_duration: 2.3660340309143066 (2.262963737760271) | > loss_1: 34.78398132324219 (33.0791540145874)  --> STEP: 15 | > loss_disc: 2.6231253147125244 (2.401520856221517) | > loss_disc_real_0: 0.230801522731781 (0.10733092576265335) | > loss_disc_real_1: 0.27579420804977417 (0.22654900501171749) | > loss_disc_real_2: 0.32295456528663635 (0.2597429086764654) | > loss_disc_real_3: 0.2861931622028351 (0.21894658009211224) | > loss_disc_real_4: 0.27612876892089844 (0.2331525892019272) | > loss_disc_real_5: 0.24627813696861267 (0.2358938495318095) | > loss_0: 2.6231253147125244 (2.401520856221517) | > loss_gen: 2.5511910915374756 (2.4139371713002524) | > loss_kl: 2.273726463317871 (2.3849903027216595) | > loss_feat: 7.581791400909424 (6.9690399169921875) | > loss_mel: 16.89042854309082 (18.94695307413737) | > loss_duration: 2.253587245941162 (2.262338638305664) | > loss_1: 31.55072593688965 (32.97725880940755)  --> STEP: 16 | > loss_disc: 2.050300121307373 (2.379569560289383) | > loss_disc_real_0: 0.07140353322029114 (0.10508546372875571) | > loss_disc_real_1: 0.28091996908187866 (0.22994719026610255) | > loss_disc_real_2: 0.23180928826332092 (0.2579970574006438) | > loss_disc_real_3: 0.14947183430194855 (0.214604408480227) | > loss_disc_real_4: 0.20622846484184265 (0.2314698314294219) | > loss_disc_real_5: 0.26023656129837036 (0.23741526901721954) | > loss_0: 2.050300121307373 (2.379569560289383) | > loss_gen: 2.780029058456421 (2.436817914247513) | > loss_kl: 2.353597402572632 (2.383028246462345) | > loss_feat: 8.886092185974121 (7.088855683803558) | > loss_mel: 18.022083282470703 (18.889148712158203) | > loss_duration: 2.36514949798584 (2.268764317035675) | > loss_1: 34.406951904296875 (33.066614627838135)  --> STEP: 17 | > loss_disc: 2.5437331199645996 (2.389226240270278) | > loss_disc_real_0: 0.11384931206703186 (0.10560098421924255) | > loss_disc_real_1: 0.3146584630012512 (0.23493020630934658) | > loss_disc_real_2: 0.405590295791626 (0.26667901260011334) | > loss_disc_real_3: 0.292079359292984 (0.21916175852803624) | > loss_disc_real_4: 0.2617723345756531 (0.23325233161449432) | > loss_disc_real_5: 0.2523362934589386 (0.23829297633732066) | > loss_0: 2.5437331199645996 (2.389226240270278) | > loss_gen: 2.7295620441436768 (2.4540381571825813) | > loss_kl: 2.2119100093841553 (2.372962467810687) | > loss_feat: 6.985792636871338 (7.0827931516310745) | > loss_mel: 19.51457977294922 (18.925938774557675) | > loss_duration: 2.3619141578674316 (2.274243719437543) | > loss_1: 33.80376052856445 (33.10997615141027)  --> STEP: 18 | > loss_disc: 2.2429893016815186 (2.381101965904236) | > loss_disc_real_0: 0.0952145904302597 (0.10502396234207684) | > loss_disc_real_1: 0.10715464502573013 (0.22783156401581234) | > loss_disc_real_2: 0.22470813989639282 (0.26434729744990665) | > loss_disc_real_3: 0.16571290791034698 (0.2161923779381646) | > loss_disc_real_4: 0.15649673342704773 (0.22898813171519172) | > loss_disc_real_5: 0.15327060222625732 (0.23356951110892826) | > loss_0: 2.2429893016815186 (2.381101965904236) | > loss_gen: 2.321876287460327 (2.4466958310869007) | > loss_kl: 2.423153877258301 (2.3757508794466653) | > loss_feat: 9.096189498901367 (7.194648504257202) | > loss_mel: 21.882204055786133 (19.090175734625923) | > loss_duration: 2.2169528007507324 (2.271060890621609) | > loss_1: 37.94037628173828 (33.37833171420627)  --> STEP: 19 | > loss_disc: 2.5174310207366943 (2.3882771793164705) | > loss_disc_real_0: 0.12124400585889816 (0.10587764884296216) | > loss_disc_real_1: 0.19192422926425934 (0.2259417042920464) | > loss_disc_real_2: 0.29440954327583313 (0.2659295209144291) | > loss_disc_real_3: 0.2167070358991623 (0.21621946519926974) | > loss_disc_real_4: 0.2575529217720032 (0.2304915417181818) | > loss_disc_real_5: 0.22908057272434235 (0.23333325119395004) | > loss_0: 2.5174310207366943 (2.3882771793164705) | > loss_gen: 2.3909261226654053 (2.443760583275243) | > loss_kl: 1.8560280799865723 (2.348397047896134) | > loss_feat: 7.5789899826049805 (7.2148770031176115) | > loss_mel: 19.11118507385254 (19.09128148932206) | > loss_duration: 2.279829263687134 (2.271522383940847) | > loss_1: 33.21696090698242 (33.36983851382607)  --> STEP: 20 | > loss_disc: 2.412667751312256 (2.3894967079162597) | > loss_disc_real_0: 0.10166443884372711 (0.10566698834300041) | > loss_disc_real_1: 0.18304815888404846 (0.2237970270216465) | > loss_disc_real_2: 0.3192274868488312 (0.26859441921114924) | > loss_disc_real_3: 0.27142632007598877 (0.2189798079431057) | > loss_disc_real_4: 0.28039661049842834 (0.23298679515719414) | > loss_disc_real_5: 0.25429946184158325 (0.2343815617263317) | > loss_0: 2.412667751312256 (2.3894967079162597) | > loss_gen: 2.419614315032959 (2.4425532698631285) | > loss_kl: 2.014641761779785 (2.3317092835903166) | > loss_feat: 7.007094383239746 (7.204487872123718) | > loss_mel: 19.898794174194336 (19.131657123565674) | > loss_duration: 2.292178153991699 (2.27255517244339) | > loss_1: 33.63232421875 (33.38296279907227)  --> STEP: 21 | > loss_disc: 2.491985559463501 (2.394377129418509) | > loss_disc_real_0: 0.07645656913518906 (0.1042760159997713) | > loss_disc_real_1: 0.2919157147407532 (0.22704077405588968) | > loss_disc_real_2: 0.27260884642601013 (0.2687855824118569) | > loss_disc_real_3: 0.2270231395959854 (0.21936282373609997) | > loss_disc_real_4: 0.26105549931526184 (0.23432340011710212) | > loss_disc_real_5: 0.281496524810791 (0.23662513139702024) | > loss_0: 2.491985559463501 (2.394377129418509) | > loss_gen: 2.4226150512695312 (2.4416038308824812) | > loss_kl: 2.442593812942505 (2.3369894992737543) | > loss_feat: 6.393263339996338 (7.165858132498605) | > loss_mel: 17.4044246673584 (19.049407958984375) | > loss_duration: 2.167515277862549 (2.267553272701445) | > loss_1: 30.830411911010742 (33.26141275678362)  --> STEP: 22 | > loss_disc: 2.135873794555664 (2.3826269778338345) | > loss_disc_real_0: 0.10089299827814102 (0.10412224246696992) | > loss_disc_real_1: 0.1680198758840561 (0.22435800595716995) | > loss_disc_real_2: 0.2824755609035492 (0.2694078541614793) | > loss_disc_real_3: 0.18671225011348724 (0.21787870675325394) | > loss_disc_real_4: 0.25728639960289 (0.23536717282100159) | > loss_disc_real_5: 0.26962628960609436 (0.23812518404288727) | > loss_0: 2.135873794555664 (2.3826269778338345) | > loss_gen: 2.8871910572052 (2.461857795715332) | > loss_kl: 1.9318071603775024 (2.3185721202330156) | > loss_feat: 9.137313842773438 (7.255469755692915) | > loss_mel: 17.759227752685547 (18.99076340415261) | > loss_duration: 2.1462247371673584 (2.2620383392680776) | > loss_1: 33.86176681518555 (33.288701577620074)  --> STEP: 23 | > loss_disc: 2.2429823875427246 (2.3765554739081343) | > loss_disc_real_0: 0.08474671095609665 (0.10327982805345369) | > loss_disc_real_1: 0.231985405087471 (0.22468963200631348) | > loss_disc_real_2: 0.22585433721542358 (0.2675142229899116) | > loss_disc_real_3: 0.17234821617603302 (0.21589912020641824) | > loss_disc_real_4: 0.2012510895729065 (0.23388386485369309) | > loss_disc_real_5: 0.2030906230211258 (0.2366019422593324) | > loss_0: 2.2429823875427246 (2.3765554739081343) | > loss_gen: 2.504748821258545 (2.463722622912863) | > loss_kl: 2.2179667949676514 (2.3141979756562607) | > loss_feat: 6.168017387390137 (7.208189217940621) | > loss_mel: 19.095230102539062 (18.99530543451724) | > loss_duration: 2.3109121322631836 (2.264163286789604) | > loss_1: 32.296875 (33.24557868294094)  --> STEP: 24 | > loss_disc: 2.659186601638794 (2.3883317708969116) | > loss_disc_real_0: 0.11584602296352386 (0.10380341950803995) | > loss_disc_real_1: 0.2863970696926117 (0.2272607752432426) | > loss_disc_real_2: 0.30182376503944397 (0.2689437872419755) | > loss_disc_real_3: 0.20672884583473206 (0.21551702544093132) | > loss_disc_real_4: 0.28111332654953003 (0.23585175909101963) | > loss_disc_real_5: 0.29087862372398376 (0.23886347065369287) | > loss_0: 2.659186601638794 (2.3883317708969116) | > loss_gen: 2.347917079925537 (2.4588973919550576) | > loss_kl: 2.189995050430298 (2.3090228537718454) | > loss_feat: 8.639320373535156 (7.26781968275706) | > loss_mel: 19.268821716308594 (19.006701946258545) | > loss_duration: 2.4470932483673096 (2.2717853685220084) | > loss_1: 34.89314651489258 (33.31422734260559)  --> STEP: 25 | > loss_disc: 2.6091525554656982 (2.397164602279663) | > loss_disc_real_0: 0.17007684707641602 (0.106454356610775) | > loss_disc_real_1: 0.2964479625225067 (0.23002826273441315) | > loss_disc_real_2: 0.3116118907928467 (0.2706505113840103) | > loss_disc_real_3: 0.24791370332241058 (0.2168128925561905) | > loss_disc_real_4: 0.26083680987358093 (0.23685116112232207) | > loss_disc_real_5: 0.23312616348266602 (0.2386339783668518) | > loss_0: 2.6091525554656982 (2.397164602279663) | > loss_gen: 2.524729013442993 (2.4615306568145754) | > loss_kl: 2.3705272674560547 (2.3114830303192138) | > loss_feat: 7.7227373123168945 (7.286016387939453) | > loss_mel: 16.97736167907715 (18.92552833557129) | > loss_duration: 2.3153462409973145 (2.2735278034210205) | > loss_1: 31.91069984436035 (33.25808624267578)  --> STEP: 26 | > loss_disc: 2.3379383087158203 (2.394886667911823) | > loss_disc_real_0: 0.1613348126411438 (0.10856514338117379) | > loss_disc_real_1: 0.20449890196323395 (0.22904636424321395) | > loss_disc_real_2: 0.16268055140972137 (0.26649782061576843) | > loss_disc_real_3: 0.20950357615947723 (0.21653176500247076) | > loss_disc_real_4: 0.20701348781585693 (0.23570355830284265) | > loss_disc_real_5: 0.15476010739803314 (0.23540806025266647) | > loss_0: 2.3379383087158203 (2.394886667911823) | > loss_gen: 1.9787373542785645 (2.4429616836401133) | > loss_kl: 1.7196316719055176 (2.288719516534072) | > loss_feat: 5.097828388214111 (7.20185531102694) | > loss_mel: 12.604594230651855 (18.68241548538208) | > loss_duration: 2.286325454711914 (2.2740200207783627) | > loss_1: 23.687116622924805 (32.88997202653151) --> EVAL PERFORMANCE | > avg_loader_time: 0.002356446706331694 (-1.1462431687573986e-05) | > avg_loss_disc: 2.394886667911823 (+0.10116768341798021) | > avg_loss_disc_real_0: 0.10856514338117379 (+0.01270608661266473) | > avg_loss_disc_real_1: 0.22904636424321395 (-0.03158626705408102) | > avg_loss_disc_real_2: 0.26649782061576843 (+0.06610090228227469) | > avg_loss_disc_real_3: 0.21653176500247076 (-0.038750068499491724) | > avg_loss_disc_real_4: 0.23570355830284265 (-0.036515520742306434) | > avg_loss_disc_real_5: 0.23540806025266647 (-0.007376763683099002) | > avg_loss_0: 2.394886667911823 (+0.10116768341798021) | > avg_loss_gen: 2.4429616836401133 (-0.28681881611163806) | > avg_loss_kl: 2.288719516534072 (+0.02177942257661103) | > avg_loss_feat: 7.20185531102694 (-0.26344818335313036) | > avg_loss_mel: 18.68241548538208 (-0.4904595154982374) | > avg_loss_duration: 2.2740200207783627 (-0.0037069779175977757) | > avg_loss_1: 32.88997202653151 (-1.0226537997906036)  > EPOCH: 204/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:53:44)   --> TIME: 2024-06-10 23:53:47 -- STEP: 4/330 -- GLOBAL_STEP: 155325 | > loss_disc: 2.3181138038635254 (2.2858866453170776) | > loss_disc_real_0: 0.09444177150726318 (0.09559138584882021) | > loss_disc_real_1: 0.20322979986667633 (0.21621235087513924) | > loss_disc_real_2: 0.24318736791610718 (0.21033353731036186) | > loss_disc_real_3: 0.23932988941669464 (0.22814980894327164) | > loss_disc_real_4: 0.22742295265197754 (0.24447406828403473) | > loss_disc_real_5: 0.1862269937992096 (0.21692096441984177) | > loss_0: 2.3181138038635254 (2.2858866453170776) | > grad_norm_0: tensor(8.0873, device='cuda:0') (tensor(6.9823, device='cuda:0')) | > loss_gen: 2.4602718353271484 (2.5868295431137085) | > loss_kl: 1.7146251201629639 (1.70030876994133) | > loss_feat: 6.384493827819824 (7.0365071296691895) | > loss_mel: 19.559158325195312 (19.932275772094727) | > loss_duration: 2.280334234237671 (2.291686773300171) | > loss_1: 32.39888381958008 (33.547608375549316) | > grad_norm_1: tensor(155.5141, device='cuda:0') (tensor(85.9848, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3372 (0.34585040807724) | > loader_time: 0.0027 (0.002856731414794922)  --> TIME: 2024-06-10 23:53:55 -- STEP: 29/330 -- GLOBAL_STEP: 155350 | > loss_disc: 2.3384077548980713 (2.3081637908672463) | > loss_disc_real_0: 0.08625234663486481 (0.11011247478168586) | > loss_disc_real_1: 0.22736401855945587 (0.20230131365101914) | > loss_disc_real_2: 0.2080952227115631 (0.21550321887279378) | > loss_disc_real_3: 0.22250668704509735 (0.22313918789912915) | > loss_disc_real_4: 0.23304782807826996 (0.2272014643611579) | > loss_disc_real_5: 0.22801288962364197 (0.21471636408361897) | > loss_0: 2.3384077548980713 (2.3081637908672463) | > grad_norm_0: tensor(12.1934, device='cuda:0') (tensor(8.4626, device='cuda:0')) | > loss_gen: 2.529270887374878 (2.5314130783081064) | > loss_kl: 1.9272902011871338 (1.7270362747126613) | > loss_feat: 6.312112808227539 (7.069545170356488) | > loss_mel: 19.393550872802734 (19.205888682398303) | > loss_duration: 2.05657958984375 (2.1208327844225128) | > loss_1: 32.21880340576172 (32.654715768222154) | > grad_norm_1: tensor(156.8786, device='cuda:0') (tensor(94.7624, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3524 (0.34416764357994345) | > loader_time: 0.0039 (0.003117799758911133)  --> TIME: 2024-06-10 23:54:04 -- STEP: 54/330 -- GLOBAL_STEP: 155375 | > loss_disc: 2.216953754425049 (2.313204756489507) | > loss_disc_real_0: 0.09369425475597382 (0.1119214830989087) | > loss_disc_real_1: 0.17796476185321808 (0.1998543264689269) | > loss_disc_real_2: 0.20106853544712067 (0.2173294769944968) | > loss_disc_real_3: 0.1769363284111023 (0.22588785185858054) | > loss_disc_real_4: 0.20635318756103516 (0.2265232809715801) | > loss_disc_real_5: 0.16485543549060822 (0.2167515120020619) | > loss_0: 2.216953754425049 (2.313204756489507) | > grad_norm_0: tensor(11.0027, device='cuda:0') (tensor(9.9918, device='cuda:0')) | > loss_gen: 2.511922836303711 (2.535661194059585) | > loss_kl: 1.5027339458465576 (1.753911190562778) | > loss_feat: 8.309629440307617 (7.208824175375479) | > loss_mel: 20.582305908203125 (19.18162921622948) | > loss_duration: 2.0330214500427246 (2.085149904092153) | > loss_1: 34.939613342285156 (32.76517546618426) | > grad_norm_1: tensor(57.3799, device='cuda:0') (tensor(102.7058, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3563 (0.34904883084473787) | > loader_time: 0.0033 (0.0032368589330602575)  --> TIME: 2024-06-10 23:54:13 -- STEP: 79/330 -- GLOBAL_STEP: 155400 | > loss_disc: 2.390854835510254 (2.2982152624975276) | > loss_disc_real_0: 0.09208023548126221 (0.11107116885766198) | > loss_disc_real_1: 0.18343040347099304 (0.2002592829963829) | > loss_disc_real_2: 0.2265721708536148 (0.215464255666431) | > loss_disc_real_3: 0.2421247810125351 (0.22315550793575334) | > loss_disc_real_4: 0.23010501265525818 (0.223960827800292) | > loss_disc_real_5: 0.2478330135345459 (0.2139527703387828) | > loss_0: 2.390854835510254 (2.2982152624975276) | > grad_norm_0: tensor(9.3899, device='cuda:0') (tensor(10.7760, device='cuda:0')) | > loss_gen: 2.5904428958892822 (2.560313384744186) | > loss_kl: 1.732427954673767 (1.7579663433606114) | > loss_feat: 7.39185905456543 (7.362767279902591) | > loss_mel: 19.0783634185791 (19.23008988778803) | > loss_duration: 2.0093493461608887 (2.069817472107802) | > loss_1: 32.80244064331055 (32.98095420644253) | > grad_norm_1: tensor(134.5511, device='cuda:0') (tensor(120.7010, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3846 (0.35152094273627554) | > loader_time: 0.0033 (0.003326669523987589)  --> TIME: 2024-06-10 23:54:23 -- STEP: 104/330 -- GLOBAL_STEP: 155425 | > loss_disc: 2.252077102661133 (2.305433731812696) | > loss_disc_real_0: 0.10783377289772034 (0.1129775018287966) | > loss_disc_real_1: 0.17871280014514923 (0.2014440568880393) | > loss_disc_real_2: 0.2327582836151123 (0.21624551699138606) | > loss_disc_real_3: 0.2177409678697586 (0.22399246262816283) | > loss_disc_real_4: 0.19758078455924988 (0.22304670269099566) | > loss_disc_real_5: 0.1819596290588379 (0.21258749483296505) | > loss_0: 2.252077102661133 (2.305433731812696) | > grad_norm_0: tensor(9.6586, device='cuda:0') (tensor(11.5121, device='cuda:0')) | > loss_gen: 2.524266481399536 (2.547767325089529) | > loss_kl: 1.626744031906128 (1.7535319385620267) | > loss_feat: 7.872253894805908 (7.329485356807709) | > loss_mel: 18.822961807250977 (19.2273343709799) | > loss_duration: 2.0703110694885254 (2.0672739835885854) | > loss_1: 32.91653823852539 (32.92539292115432) | > grad_norm_1: tensor(62.4803, device='cuda:0') (tensor(135.4481, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3864 (0.3535560346566713) | > loader_time: 0.0039 (0.003406533828148475)  --> TIME: 2024-06-10 23:54:32 -- STEP: 129/330 -- GLOBAL_STEP: 155450 | > loss_disc: 2.233710289001465 (2.304893497348754) | > loss_disc_real_0: 0.09286218881607056 (0.11321421571133673) | > loss_disc_real_1: 0.2243672013282776 (0.20125040458154309) | > loss_disc_real_2: 0.1957942694425583 (0.21592257327811662) | > loss_disc_real_3: 0.22231224179267883 (0.22442615043747333) | > loss_disc_real_4: 0.1916074901819229 (0.22238205650518106) | > loss_disc_real_5: 0.17422066628932953 (0.2115733827962432) | > loss_0: 2.233710289001465 (2.304893497348754) | > grad_norm_0: tensor(14.5210, device='cuda:0') (tensor(11.8095, device='cuda:0')) | > loss_gen: 2.558589220046997 (2.5551318660262954) | > loss_kl: 1.5468103885650635 (1.7497831998869433) | > loss_feat: 6.784867763519287 (7.364928681721059) | > loss_mel: 19.40639305114746 (19.213090645250432) | > loss_duration: 2.03780460357666 (2.0656367826831428) | > loss_1: 32.33446502685547 (32.94857109424681) | > grad_norm_1: tensor(104.2244, device='cuda:0') (tensor(138.6538, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3644 (0.35613887624223095) | > loader_time: 0.0039 (0.0035038844559543815)  --> TIME: 2024-06-10 23:54:41 -- STEP: 154/330 -- GLOBAL_STEP: 155475 | > loss_disc: 2.275590419769287 (2.3037125615330467) | > loss_disc_real_0: 0.11444739997386932 (0.11413280252222117) | > loss_disc_real_1: 0.19215835630893707 (0.20048171514040458) | > loss_disc_real_2: 0.19474554061889648 (0.21600076053049658) | > loss_disc_real_3: 0.22433647513389587 (0.22370313882053672) | > loss_disc_real_4: 0.24021102488040924 (0.2212014857244182) | > loss_disc_real_5: 0.19371049106121063 (0.21121038370705275) | > loss_0: 2.275590419769287 (2.3037125615330467) | > grad_norm_0: tensor(4.4470, device='cuda:0') (tensor(11.6930, device='cuda:0')) | > loss_gen: 2.7053632736206055 (2.5535167533081853) | > loss_kl: 1.7236998081207275 (1.7518292084916853) | > loss_feat: 7.81685733795166 (7.373924840580333) | > loss_mel: 18.571151733398438 (19.222917606304232) | > loss_duration: 2.071032762527466 (2.065916894318221) | > loss_1: 32.88810729980469 (32.96810529139137) | > grad_norm_1: tensor(186.4419, device='cuda:0') (tensor(136.8704, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3706 (0.35830717272572693) | > loader_time: 0.0041 (0.003625781505138843)  --> TIME: 2024-06-10 23:54:51 -- STEP: 179/330 -- GLOBAL_STEP: 155500 | > loss_disc: 2.3864831924438477 (2.3019291462178972) | > loss_disc_real_0: 0.14598268270492554 (0.11536793679248687) | > loss_disc_real_1: 0.2285364270210266 (0.20045402995700942) | > loss_disc_real_2: 0.22235670685768127 (0.2156362629303053) | > loss_disc_real_3: 0.2360697090625763 (0.22356280401432316) | > loss_disc_real_4: 0.2568355202674866 (0.22029805915981698) | > loss_disc_real_5: 0.23349836468696594 (0.2110775858996301) | > loss_0: 2.3864831924438477 (2.3019291462178972) | > grad_norm_0: tensor(28.9768, device='cuda:0') (tensor(12.3860, device='cuda:0')) | > loss_gen: 2.492950439453125 (2.5578029741788058) | > loss_kl: 1.6373355388641357 (1.74857655717008) | > loss_feat: 7.58543062210083 (7.404753578441769) | > loss_mel: 18.654102325439453 (19.208936957673668) | > loss_duration: 2.092263698577881 (2.0702815335556095) | > loss_1: 32.46208190917969 (32.990351628990815) | > grad_norm_1: tensor(414.7348, device='cuda:0') (tensor(145.8292, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.3714 (0.36121793166219174) | > loader_time: 0.0049 (0.0037450484057378504) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_155500.pth  --> TIME: 2024-06-10 23:55:06 -- STEP: 204/330 -- GLOBAL_STEP: 155525 | > loss_disc: 2.409174919128418 (2.298570284656447) | > loss_disc_real_0: 0.1870628297328949 (0.11530728471994985) | > loss_disc_real_1: 0.2053786665201187 (0.20027092552068188) | > loss_disc_real_2: 0.2429795265197754 (0.21562331206366128) | > loss_disc_real_3: 0.26805442571640015 (0.22372535930252543) | > loss_disc_real_4: 0.21256734430789948 (0.2194107006139615) | > loss_disc_real_5: 0.20971745252609253 (0.21059104939009632) | > loss_0: 2.409174919128418 (2.298570284656447) | > grad_norm_0: tensor(50.7796, device='cuda:0') (tensor(14.3785, device='cuda:0')) | > loss_gen: 2.598205327987671 (2.5654668901480893) | > loss_kl: 1.8735378980636597 (1.7539819642609247) | > loss_feat: 7.924134254455566 (7.433892114489686) | > loss_mel: 18.86659812927246 (19.187784007951333) | > loss_duration: 2.070988178253174 (2.0767529840562826) | > loss_1: 33.333465576171875 (33.01787794337555) | > grad_norm_1: tensor(280.6765, device='cuda:0') (tensor(163.0313, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.4029 (0.3655457964130475) | > loader_time: 0.0048 (0.0038747483608769437)  --> TIME: 2024-06-10 23:55:16 -- STEP: 229/330 -- GLOBAL_STEP: 155550 | > loss_disc: 2.236570358276367 (2.2962686547025304) | > loss_disc_real_0: 0.07875566929578781 (0.11364124515236206) | > loss_disc_real_1: 0.18066276609897614 (0.20083549319396374) | > loss_disc_real_2: 0.20111483335494995 (0.21624130147253062) | > loss_disc_real_3: 0.24368388950824738 (0.2243234535362002) | > loss_disc_real_4: 0.2163422852754593 (0.21987539432194556) | > loss_disc_real_5: 0.2482040822505951 (0.21125768561030062) | > loss_0: 2.236570358276367 (2.2962686547025304) | > grad_norm_0: tensor(11.1850, device='cuda:0') (tensor(15.1910, device='cuda:0')) | > loss_gen: 2.618727445602417 (2.5807808382542383) | > loss_kl: 1.873852014541626 (1.754615994520063) | > loss_feat: 7.7510552406311035 (7.462768725432683) | > loss_mel: 19.618024826049805 (19.157896275083058) | > loss_duration: 2.171989679336548 (2.0838615956785347) | > loss_1: 34.03364944458008 (33.03992343053028) | > grad_norm_1: tensor(351.6503, device='cuda:0') (tensor(176.0692, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.4133 (0.3692034279935744) | > loader_time: 0.0059 (0.004013126073445818)  --> TIME: 2024-06-10 23:55:27 -- STEP: 254/330 -- GLOBAL_STEP: 155575 | > loss_disc: 2.036426067352295 (2.2926570655792697) | > loss_disc_real_0: 0.07644785940647125 (0.11329935279887492) | > loss_disc_real_1: 0.18038444221019745 (0.20092725577786213) | > loss_disc_real_2: 0.2670478820800781 (0.21630496056530418) | > loss_disc_real_3: 0.21244898438453674 (0.22348869357287415) | > loss_disc_real_4: 0.18464162945747375 (0.21868850507839457) | > loss_disc_real_5: 0.21419626474380493 (0.21112502565768762) | > loss_0: 2.036426067352295 (2.2926570655792697) | > grad_norm_0: tensor(12.7626, device='cuda:0') (tensor(16.6790, device='cuda:0')) | > loss_gen: 2.7958946228027344 (2.5918080065194085) | > loss_kl: 1.7642089128494263 (1.7518753963192621) | > loss_feat: 8.9276762008667 (7.484126710516262) | > loss_mel: 18.77217674255371 (19.11324820180578) | > loss_duration: 2.0997707843780518 (2.089681184197971) | > loss_1: 34.35972595214844 (33.03073949888937) | > grad_norm_1: tensor(183.6482, device='cuda:0') (tensor(187.4633, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.4461 (0.3741434925184474) | > loader_time: 0.006 (0.0041775036984541295)  --> TIME: 2024-06-10 23:55:38 -- STEP: 279/330 -- GLOBAL_STEP: 155600 | > loss_disc: 2.253598213195801 (2.2920998740794394) | > loss_disc_real_0: 0.13213041424751282 (0.11413305605291038) | > loss_disc_real_1: 0.16836822032928467 (0.20091929171888634) | > loss_disc_real_2: 0.23750761151313782 (0.2159281080875773) | > loss_disc_real_3: 0.23232848942279816 (0.22394736121845926) | > loss_disc_real_4: 0.22864827513694763 (0.2188604812681889) | > loss_disc_real_5: 0.21648885309696198 (0.2111673427739024) | > loss_0: 2.253598213195801 (2.2920998740794394) | > grad_norm_0: tensor(32.3125, device='cuda:0') (tensor(18.8629, device='cuda:0')) | > loss_gen: 2.584447145462036 (2.6013735733579146) | > loss_kl: 1.6590381860733032 (1.7500303928142809) | > loss_feat: 7.7954912185668945 (7.512067201744269) | > loss_mel: 19.438692092895508 (19.089399611223563) | > loss_duration: 2.168299674987793 (2.0977153273893485) | > loss_1: 33.64596939086914 (33.0505861125112) | > grad_norm_1: tensor(453.8063, device='cuda:0') (tensor(211.5536, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.4404 (0.3797495929143761) | > loader_time: 0.006 (0.004339499285571464)  --> TIME: 2024-06-10 23:55:50 -- STEP: 304/330 -- GLOBAL_STEP: 155625 | > loss_disc: 2.2741708755493164 (2.2915829647528483) | > loss_disc_real_0: 0.1325204074382782 (0.11454746607494981) | > loss_disc_real_1: 0.222403883934021 (0.2015927450143193) | > loss_disc_real_2: 0.22301186621189117 (0.2163220352346176) | > loss_disc_real_3: 0.19870375096797943 (0.22384600223679288) | > loss_disc_real_4: 0.22445933520793915 (0.2188940770237854) | > loss_disc_real_5: 0.18782979249954224 (0.21038430007664777) | > loss_0: 2.2741708755493164 (2.2915829647528483) | > grad_norm_0: tensor(18.3496, device='cuda:0') (tensor(19.0287, device='cuda:0')) | > loss_gen: 2.5729002952575684 (2.6025637341173073) | > loss_kl: 1.705389142036438 (1.7493649944663054) | > loss_feat: 8.397005081176758 (7.5305585798464305) | > loss_mel: 18.323699951171875 (19.040308375107625) | > loss_duration: 2.234391689300537 (2.107330009341237) | > loss_1: 33.2333869934082 (33.03012566817432) | > grad_norm_1: tensor(297.9948, device='cuda:0') (tensor(212.4842, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.4692 (0.38639444348059204) | > loader_time: 0.007 (0.0045328281427684585)  --> TIME: 2024-06-10 23:56:17 -- STEP: 329/330 -- GLOBAL_STEP: 155650 | > loss_disc: 2.3743653297424316 (2.296568366169567) | > loss_disc_real_0: 0.13083818554878235 (0.11601111501183553) | > loss_disc_real_1: 0.2128800004720688 (0.2018372955927371) | > loss_disc_real_2: 0.24628446996212006 (0.21633218840262813) | > loss_disc_real_3: 0.26131772994995117 (0.2243229045693997) | > loss_disc_real_4: 0.2260296791791916 (0.21988966399775453) | > loss_disc_real_5: 0.20495183765888214 (0.21087553503846684) | > loss_0: 2.3743653297424316 (2.296568366169567) | > grad_norm_0: tensor(6.6046, device='cuda:0') (tensor(18.6717, device='cuda:0')) | > loss_gen: 2.323641777038574 (2.5956165102115163) | > loss_kl: 2.0217249393463135 (1.7577552128707754) | > loss_feat: 11.916169166564941 (7.6254091262817365) | > loss_mel: 19.56521987915039 (18.99513069547058) | > loss_duration: 2.2837767601013184 (2.1204663554948135) | > loss_1: 38.110530853271484 (33.094377882937145) | > grad_norm_1: tensor(70.9076, device='cuda:0') (tensor(207.8613, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 13.2567 (0.43860493677365364) | > loader_time: 0.0331 (0.004983758491585683)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1629462242126465 (2.1629462242126465) | > loss_disc_real_0: 0.10164160281419754 (0.10164160281419754) | > loss_disc_real_1: 0.1984485685825348 (0.1984485685825348) | > loss_disc_real_2: 0.11430929601192474 (0.11430929601192474) | > loss_disc_real_3: 0.18412743508815765 (0.18412743508815765) | > loss_disc_real_4: 0.1401774287223816 (0.1401774287223816) | > loss_disc_real_5: 0.13764142990112305 (0.13764142990112305) | > loss_0: 2.1629462242126465 (2.1629462242126465) | > loss_gen: 2.265848398208618 (2.265848398208618) | > loss_kl: 1.310742735862732 (1.310742735862732) | > loss_feat: 7.796858787536621 (7.796858787536621) | > loss_mel: 19.618892669677734 (19.618892669677734) | > loss_duration: 2.8964898586273193 (2.8964898586273193) | > loss_1: 33.888832092285156 (33.888832092285156)  --> STEP: 1 | > loss_disc: 2.392867088317871 (2.392867088317871) | > loss_disc_real_0: 0.061955198645591736 (0.061955198645591736) | > loss_disc_real_1: 0.23812097311019897 (0.23812097311019897) | > loss_disc_real_2: 0.17518781125545502 (0.17518781125545502) | > loss_disc_real_3: 0.284563809633255 (0.284563809633255) | > loss_disc_real_4: 0.22728607058525085 (0.22728607058525085) | > loss_disc_real_5: 0.2597529888153076 (0.2597529888153076) | > loss_0: 2.392867088317871 (2.392867088317871) | > loss_gen: 2.1614153385162354 (2.1614153385162354) | > loss_kl: 2.0872068405151367 (2.0872068405151367) | > loss_feat: 4.948139190673828 (4.948139190673828) | > loss_mel: 18.951032638549805 (18.951032638549805) | > loss_duration: 2.3828837871551514 (2.3828837871551514) | > loss_1: 30.530675888061523 (30.530675888061523)  --> STEP: 2 | > loss_disc: 2.4555394649505615 (2.4242032766342163) | > loss_disc_real_0: 0.09084852039813995 (0.07640185952186584) | > loss_disc_real_1: 0.21516846120357513 (0.22664471715688705) | > loss_disc_real_2: 0.18478187918663025 (0.17998484522104263) | > loss_disc_real_3: 0.25860297679901123 (0.2715833932161331) | > loss_disc_real_4: 0.27158164978027344 (0.24943386018276215) | > loss_disc_real_5: 0.27201706171035767 (0.26588502526283264) | > loss_0: 2.4555394649505615 (2.4242032766342163) | > loss_gen: 2.301119804382324 (2.23126757144928) | > loss_kl: 1.973141074180603 (2.03017395734787) | > loss_feat: 6.200740337371826 (5.574439764022827) | > loss_mel: 20.859453201293945 (19.905242919921875) | > loss_duration: 2.3988990783691406 (2.390891432762146) | > loss_1: 33.73335266113281 (32.13201427459717)  --> STEP: 3 | > loss_disc: 2.0468125343322754 (2.2984063625335693) | > loss_disc_real_0: 0.09097426384687424 (0.08125932763020198) | > loss_disc_real_1: 0.215211883187294 (0.22283377250035605) | > loss_disc_real_2: 0.12798231840133667 (0.16265066961447397) | > loss_disc_real_3: 0.26042839884757996 (0.26786506175994873) | > loss_disc_real_4: 0.28520941734313965 (0.261359045902888) | > loss_disc_real_5: 0.29197511076927185 (0.2745817204316457) | > loss_0: 2.0468125343322754 (2.2984063625335693) | > loss_gen: 3.048569679260254 (2.503701607386271) | > loss_kl: 2.2358357906341553 (2.098727901776632) | > loss_feat: 8.097525596618652 (6.4154683748881025) | > loss_mel: 22.176555633544922 (20.662347157796223) | > loss_duration: 2.2561323642730713 (2.3459717432657876) | > loss_1: 37.81462097167969 (34.02621650695801)  --> STEP: 4 | > loss_disc: 2.041635274887085 (2.2342135906219482) | > loss_disc_real_0: 0.15871311724185944 (0.10062277503311634) | > loss_disc_real_1: 0.21485280990600586 (0.2208385318517685) | > loss_disc_real_2: 0.1445591151714325 (0.1581277810037136) | > loss_disc_real_3: 0.22700603306293488 (0.25765030458569527) | > loss_disc_real_4: 0.1449538916349411 (0.23225775733590126) | > loss_disc_real_5: 0.17099428176879883 (0.248684860765934) | > loss_0: 2.041635274887085 (2.2342135906219482) | > loss_gen: 2.6688344478607178 (2.544984817504883) | > loss_kl: 2.638371467590332 (2.2336387932300568) | > loss_feat: 9.316393852233887 (7.140699744224548) | > loss_mel: 20.232349395751953 (20.554847717285156) | > loss_duration: 2.211850166320801 (2.312441349029541) | > loss_1: 37.06779861450195 (34.786612033843994)  --> STEP: 5 | > loss_disc: 2.1462883949279785 (2.2166285514831543) | > loss_disc_real_0: 0.16103217005729675 (0.11270465403795242) | > loss_disc_real_1: 0.2669144570827484 (0.23005371689796447) | > loss_disc_real_2: 0.19710087776184082 (0.16592240035533906) | > loss_disc_real_3: 0.23843315243721008 (0.25380687415599823) | > loss_disc_real_4: 0.21802157163619995 (0.229410520195961) | > loss_disc_real_5: 0.13687674701213837 (0.22632323801517487) | > loss_0: 2.1462883949279785 (2.2166285514831543) | > loss_gen: 2.6593949794769287 (2.567866849899292) | > loss_kl: 1.4765682220458984 (2.0822246789932253) | > loss_feat: 7.041494846343994 (7.120858764648437) | > loss_mel: 19.71773338317871 (20.387424850463866) | > loss_duration: 2.345752716064453 (2.3191036224365233) | > loss_1: 33.240943908691406 (34.477478408813475)  --> STEP: 6 | > loss_disc: 2.174984931945801 (2.2096879482269287) | > loss_disc_real_0: 0.07245076447725296 (0.10599567244450252) | > loss_disc_real_1: 0.20700405538082123 (0.22621210664510727) | > loss_disc_real_2: 0.226497620344162 (0.1760182703534762) | > loss_disc_real_3: 0.23474006354808807 (0.2506290723880132) | > loss_disc_real_4: 0.19461862742900848 (0.2236118714014689) | > loss_disc_real_5: 0.1681785136461258 (0.21663245062033334) | > loss_0: 2.174984931945801 (2.2096879482269287) | > loss_gen: 2.326151132583618 (2.527580897013346) | > loss_kl: 2.1037940979003906 (2.085819582144419) | > loss_feat: 6.222764492034912 (6.971176385879517) | > loss_mel: 19.55092430114746 (20.248008092244465) | > loss_duration: 2.1458160877227783 (2.2902223666508994) | > loss_1: 32.349449157714844 (34.12280686696371)  --> STEP: 7 | > loss_disc: 2.357015609741211 (2.2307347570146834) | > loss_disc_real_0: 0.05395466834306717 (0.09856124328715461) | > loss_disc_real_1: 0.26432886719703674 (0.23165735815252578) | > loss_disc_real_2: 0.15201501548290253 (0.17258923394339426) | > loss_disc_real_3: 0.22085274755954742 (0.24637531169823237) | > loss_disc_real_4: 0.2174307107925415 (0.22272884845733643) | > loss_disc_real_5: 0.17308403551578522 (0.21041124846254075) | > loss_0: 2.357015609741211 (2.2307347570146834) | > loss_gen: 2.0408053398132324 (2.4580415316990445) | > loss_kl: 3.4175376892089844 (2.276065026010786) | > loss_feat: 5.899276256561279 (6.818047795976911) | > loss_mel: 19.193880081176758 (20.09741837637765) | > loss_duration: 2.442049026489258 (2.3119118894849504) | > loss_1: 32.99354934692383 (33.96148436410086)  --> STEP: 8 | > loss_disc: 2.286832809448242 (2.237747013568878) | > loss_disc_real_0: 0.06447435170412064 (0.09430038183927536) | > loss_disc_real_1: 0.2388305813074112 (0.23255401104688644) | > loss_disc_real_2: 0.14751854538917542 (0.1694553978741169) | > loss_disc_real_3: 0.21853771805763245 (0.2428956124931574) | > loss_disc_real_4: 0.1833614557981491 (0.217807924374938) | > loss_disc_real_5: 0.17944557964801788 (0.2065405398607254) | > loss_0: 2.286832809448242 (2.237747013568878) | > loss_gen: 2.0527472496032715 (2.4073797464370728) | > loss_kl: 2.3238089084625244 (2.282033011317253) | > loss_feat: 7.35366678237915 (6.885000169277191) | > loss_mel: 21.675540924072266 (20.294683694839478) | > loss_duration: 2.1435654163360596 (2.290868580341339) | > loss_1: 35.5493278503418 (34.15996479988098)  --> STEP: 9 | > loss_disc: 2.3869776725769043 (2.2543281979031033) | > loss_disc_real_0: 0.0871267318725586 (0.09350330962075128) | > loss_disc_real_1: 0.2589932084083557 (0.23549169964260525) | > loss_disc_real_2: 0.22684431076049805 (0.17583194375038147) | > loss_disc_real_3: 0.21771357953548431 (0.24009760883119372) | > loss_disc_real_4: 0.2009326070547104 (0.21593288911713493) | > loss_disc_real_5: 0.19731056690216064 (0.20551498730977377) | > loss_0: 2.3869776725769043 (2.2543281979031033) | > loss_gen: 2.231015682220459 (2.3877837393018932) | > loss_kl: 2.1472387313842773 (2.267055869102478) | > loss_feat: 7.403077602386475 (6.942564328511556) | > loss_mel: 20.831554412841797 (20.354335996839737) | > loss_duration: 2.123809814453125 (2.2723064952426486) | > loss_1: 34.7366943359375 (34.22404585944282)  --> STEP: 10 | > loss_disc: 2.2633931636810303 (2.255234694480896) | > loss_disc_real_0: 0.07716214656829834 (0.09186919331550598) | > loss_disc_real_1: 0.250573068857193 (0.23699983656406404) | > loss_disc_real_2: 0.2082744985818863 (0.17907619923353196) | > loss_disc_real_3: 0.22639881074428558 (0.2387277290225029) | > loss_disc_real_4: 0.20934206247329712 (0.21527380645275115) | > loss_disc_real_5: 0.1983710080385208 (0.20480058938264847) | > loss_0: 2.2633931636810303 (2.255234694480896) | > loss_gen: 2.441715717315674 (2.3931769371032714) | > loss_kl: 2.4567084312438965 (2.28602112531662) | > loss_feat: 6.6230573654174805 (6.910613632202148) | > loss_mel: 17.812957763671875 (20.100198173522948) | > loss_duration: 2.311155080795288 (2.2761913537979126) | > loss_1: 31.645593643188477 (33.96620063781738)  --> STEP: 11 | > loss_disc: 2.3713183403015137 (2.2657877531918613) | > loss_disc_real_0: 0.12921655178070068 (0.09526440772143277) | > loss_disc_real_1: 0.31440699100494385 (0.244036850604144) | > loss_disc_real_2: 0.18330001831054688 (0.17946018278598785) | > loss_disc_real_3: 0.27766603231430054 (0.24226757477630267) | > loss_disc_real_4: 0.3039017617702484 (0.22333089329979636) | > loss_disc_real_5: 0.24590933322906494 (0.20853774791414087) | > loss_0: 2.3713183403015137 (2.2657877531918613) | > loss_gen: 2.782219171524048 (2.4285444129597056) | > loss_kl: 2.420837640762329 (2.298277172175321) | > loss_feat: 6.807170867919922 (6.901209744540128) | > loss_mel: 18.661827087402344 (19.969437165693805) | > loss_duration: 2.4221887588500977 (2.289463845166293) | > loss_1: 33.094242095947266 (33.886931679465555)  --> STEP: 12 | > loss_disc: 2.017489194869995 (2.245096206665039) | > loss_disc_real_0: 0.11563548445701599 (0.09696199744939804) | > loss_disc_real_1: 0.1687707006931305 (0.23776467144489288) | > loss_disc_real_2: 0.15315288305282593 (0.17726790780822435) | > loss_disc_real_3: 0.22088970243930817 (0.24048608541488647) | > loss_disc_real_4: 0.1397329866886139 (0.21636440108219782) | > loss_disc_real_5: 0.12345459312200546 (0.20144748501479626) | > loss_0: 2.017489194869995 (2.245096206665039) | > loss_gen: 2.585984468460083 (2.4416644175847373) | > loss_kl: 2.035339117050171 (2.2763656675815582) | > loss_feat: 7.944243907928467 (6.988129258155823) | > loss_mel: 20.102163314819336 (19.98049767812093) | > loss_duration: 2.1882247924804688 (2.2810272574424744) | > loss_1: 34.855953216552734 (33.96768347422282)  --> STEP: 13 | > loss_disc: 2.176054000854492 (2.2397852677565355) | > loss_disc_real_0: 0.1308916062116623 (0.0995719673541876) | > loss_disc_real_1: 0.28095337748527527 (0.24108687960184538) | > loss_disc_real_2: 0.2508305311203003 (0.1829265711399225) | > loss_disc_real_3: 0.1933971345424652 (0.23686385842470023) | > loss_disc_real_4: 0.20556601881980896 (0.2155337562927833) | > loss_disc_real_5: 0.16009587049484253 (0.19826659159018442) | > loss_0: 2.176054000854492 (2.2397852677565355) | > loss_gen: 2.8697869777679443 (2.474596922214215) | > loss_kl: 2.311241388320923 (2.27904841533074) | > loss_feat: 8.986945152282715 (7.1418843269348145) | > loss_mel: 16.468029022216797 (19.71030778151292) | > loss_duration: 2.1365323066711426 (2.269912261229295) | > loss_1: 32.77253723144531 (33.875749147855316)  --> STEP: 14 | > loss_disc: 2.0069122314453125 (2.223151479448591) | > loss_disc_real_0: 0.13416144251823425 (0.1020426441516195) | > loss_disc_real_1: 0.3315925598144531 (0.24755157104560307) | > loss_disc_real_2: 0.12281844764947891 (0.17863313374774797) | > loss_disc_real_3: 0.15511029958724976 (0.23102431850773947) | > loss_disc_real_4: 0.20175664126873016 (0.21454967664820807) | > loss_disc_real_5: 0.12397963553667068 (0.1929603804435049) | > loss_0: 2.0069122314453125 (2.223151479448591) | > loss_gen: 2.924394130706787 (2.5067252942493985) | > loss_kl: 2.8392577171325684 (2.319063365459442) | > loss_feat: 10.216697692871094 (7.36151385307312) | > loss_mel: 21.063661575317383 (19.80697590964181) | > loss_duration: 2.332422971725464 (2.274377311979021) | > loss_1: 39.376434326171875 (34.268655232020784)  --> STEP: 15 | > loss_disc: 1.9606224298477173 (2.2056495428085325) | > loss_disc_real_0: 0.06325992941856384 (0.09945712983608246) | > loss_disc_real_1: 0.1638009399175644 (0.24196819563706715) | > loss_disc_real_2: 0.1576840877532959 (0.17723653068145115) | > loss_disc_real_3: 0.18352694809436798 (0.22785782714684805) | > loss_disc_real_4: 0.11098578572273254 (0.20764541725317637) | > loss_disc_real_5: 0.1031503677368164 (0.18697304626305897) | > loss_0: 1.9606224298477173 (2.2056495428085325) | > loss_gen: 2.3507039546966553 (2.4963238716125487) | > loss_kl: 2.510744571685791 (2.3318421125411986) | > loss_feat: 10.644601821899414 (7.580386384328206) | > loss_mel: 20.444562911987305 (19.849481709798177) | > loss_duration: 2.287046432495117 (2.275221920013428) | > loss_1: 38.23765563964844 (34.53325525919596)  --> STEP: 16 | > loss_disc: 2.478574752807617 (2.2227073684334755) | > loss_disc_real_0: 0.19196675717830658 (0.10523898154497147) | > loss_disc_real_1: 0.33810293674468994 (0.24797661695629358) | > loss_disc_real_2: 0.2789336144924164 (0.1835925984196365) | > loss_disc_real_3: 0.26678889989852905 (0.2302910191938281) | > loss_disc_real_4: 0.21570582687854767 (0.20814919285476208) | > loss_disc_real_5: 0.27324092388153076 (0.19236478861421347) | > loss_0: 2.478574752807617 (2.2227073684334755) | > loss_gen: 2.781745195388794 (2.514162704348564) | > loss_kl: 1.9318138360977173 (2.306840345263481) | > loss_feat: 8.311429023742676 (7.626076549291611) | > loss_mel: 18.074085235595703 (19.738519430160522) | > loss_duration: 2.3743369579315186 (2.2814166098833084) | > loss_1: 33.473411560058594 (34.46701502799988)  --> STEP: 17 | > loss_disc: 2.338533878326416 (2.229520692544825) | > loss_disc_real_0: 0.08080602437257767 (0.10380174877012477) | > loss_disc_real_1: 0.2270713597536087 (0.24674689594437094) | > loss_disc_real_2: 0.23904916644096375 (0.18685474947971456) | > loss_disc_real_3: 0.23727095127105713 (0.2307016034336651) | > loss_disc_real_4: 0.1786176860332489 (0.20641204539467306) | > loss_disc_real_5: 0.17122693359851837 (0.1911213853779961) | > loss_0: 2.338533878326416 (2.229520692544825) | > loss_gen: 2.2642273902893066 (2.499460627050961) | > loss_kl: 1.6718957424163818 (2.2694906627430633) | > loss_feat: 6.589141845703125 (7.565080390256994) | > loss_mel: 18.479528427124023 (19.664461135864258) | > loss_duration: 2.354274272918701 (2.2857023547677433) | > loss_1: 31.359067916870117 (34.284194609698126)  --> STEP: 18 | > loss_disc: 2.105834484100342 (2.2226492365201316) | > loss_disc_real_0: 0.07126869261264801 (0.10199435676137607) | > loss_disc_real_1: 0.18047760426998138 (0.24306526862912708) | > loss_disc_real_2: 0.18593111634254456 (0.18680343652764955) | > loss_disc_real_3: 0.17328724265098572 (0.22751191672351626) | > loss_disc_real_4: 0.1865326315164566 (0.20530763351254994) | > loss_disc_real_5: 0.2054961919784546 (0.19191998574468824) | > loss_0: 2.105834484100342 (2.2226492365201316) | > loss_gen: 2.5059103965759277 (2.499818947580126) | > loss_kl: 3.056783676147461 (2.3132291634877524) | > loss_feat: 9.273244857788086 (7.659978416230944) | > loss_mel: 21.228052139282227 (19.75132730272081) | > loss_duration: 2.243618965148926 (2.2833643886778088) | > loss_1: 38.30760955810547 (34.50771766238742)  --> STEP: 19 | > loss_disc: 2.259152889251709 (2.224570481400741) | > loss_disc_real_0: 0.11033055186271667 (0.10243310387197294) | > loss_disc_real_1: 0.2779979109764099 (0.24490382875266828) | > loss_disc_real_2: 0.14325563609600067 (0.184511447031247) | > loss_disc_real_3: 0.16274552047252655 (0.22410315902609573) | > loss_disc_real_4: 0.17096778750419617 (0.20350027319632077) | > loss_disc_real_5: 0.235160693526268 (0.19419581247003456) | > loss_0: 2.259152889251709 (2.224570481400741) | > loss_gen: 2.4178874492645264 (2.495506763458252) | > loss_kl: 1.813667893409729 (2.286936465062593) | > loss_feat: 7.0328474044799805 (7.62697152087563) | > loss_mel: 19.201658248901367 (19.72239735251979) | > loss_duration: 2.272383689880371 (2.2827864571621546) | > loss_1: 32.73844528198242 (34.41459806341874)  --> STEP: 20 | > loss_disc: 2.31455397605896 (2.2290696561336523) | > loss_disc_real_0: 0.1840587854385376 (0.10651438795030117) | > loss_disc_real_1: 0.27894628047943115 (0.24660595133900642) | > loss_disc_real_2: 0.20418334007263184 (0.18549504168331624) | > loss_disc_real_3: 0.23685623705387115 (0.22474081292748452) | > loss_disc_real_4: 0.21755099296569824 (0.20420280918478967) | > loss_disc_real_5: 0.22959378361701965 (0.19596571102738383) | > loss_0: 2.31455397605896 (2.2290696561336523) | > loss_gen: 2.627317190170288 (2.502097284793854) | > loss_kl: 1.8833585977554321 (2.266757571697235) | > loss_feat: 6.693136692047119 (7.580279779434204) | > loss_mel: 20.233150482177734 (19.747935009002685) | > loss_duration: 2.2795488834381104 (2.2826245784759527) | > loss_1: 33.716514587402344 (34.37969388961792)  --> STEP: 21 | > loss_disc: 2.657205581665039 (2.2494570811589565) | > loss_disc_real_0: 0.15276527404785156 (0.10871681109780357) | > loss_disc_real_1: 0.43115609884262085 (0.2553940536010833) | > loss_disc_real_2: 0.28513669967651367 (0.19023988254013516) | > loss_disc_real_3: 0.2702031135559082 (0.22690568438598088) | > loss_disc_real_4: 0.3424171805381775 (0.21078444591590337) | > loss_disc_real_5: 0.3488572835922241 (0.2032462621019) | > loss_0: 2.657205581665039 (2.2494570811589565) | > loss_gen: 2.9562289714813232 (2.523722603207543) | > loss_kl: 2.240401029586792 (2.2655024982634044) | > loss_feat: 5.679658889770508 (7.489774022783552) | > loss_mel: 18.64689826965332 (19.695504688081286) | > loss_duration: 2.1520802974700928 (2.2764081841423405) | > loss_1: 31.675268173217773 (34.250911712646484)  --> STEP: 22 | > loss_disc: 2.012002944946289 (2.238663711331108) | > loss_disc_real_0: 0.06962577998638153 (0.10693994604728439) | > loss_disc_real_1: 0.23957352340221405 (0.25467493859204376) | > loss_disc_real_2: 0.17049206793308258 (0.18934225460345094) | > loss_disc_real_3: 0.18062925338745117 (0.22480221024968408) | > loss_disc_real_4: 0.18169458210468292 (0.2094621793790297) | > loss_disc_real_5: 0.22425924241542816 (0.20420139757069675) | > loss_0: 2.012002944946289 (2.238663711331108) | > loss_gen: 3.128399610519409 (2.5512079217217187) | > loss_kl: 2.08064341545105 (2.257099812681025) | > loss_feat: 9.03657341003418 (7.5600830858403985) | > loss_mel: 20.083829879760742 (19.713155833157625) | > loss_duration: 2.128169059753418 (2.269670042124662) | > loss_1: 36.45761489868164 (34.35121640292081)  --> STEP: 23 | > loss_disc: 2.7484402656555176 (2.260827909345213) | > loss_disc_real_0: 0.1477517932653427 (0.10871437418719997) | > loss_disc_real_1: 0.3516351878643036 (0.2588906016038811) | > loss_disc_real_2: 0.2818232476711273 (0.19336316734552383) | > loss_disc_real_3: 0.26332879066467285 (0.22647727896337924) | > loss_disc_real_4: 0.24945296347141266 (0.2112009091221768) | > loss_disc_real_5: 0.26532411575317383 (0.2068589070568914) | > loss_0: 2.7484402656555176 (2.260827909345213) | > loss_gen: 2.235736608505249 (2.537491777668829) | > loss_kl: 2.013611078262329 (2.2465133459671685) | > loss_feat: 4.68726921081543 (7.4351781347523564) | > loss_mel: 18.416706085205078 (19.656788452811863) | > loss_duration: 2.267508029937744 (2.2695760415947963) | > loss_1: 29.620830535888672 (34.14554745218028)  --> STEP: 24 | > loss_disc: 2.267899513244629 (2.2611225595076885) | > loss_disc_real_0: 0.062226492911577225 (0.10677737913404901) | > loss_disc_real_1: 0.2209206521511078 (0.2573085203766822) | > loss_disc_real_2: 0.139848992228508 (0.19113341004898152) | > loss_disc_real_3: 0.2744959592819214 (0.22847805730998516) | > loss_disc_real_4: 0.2521795928478241 (0.2129083542774121) | > loss_disc_real_5: 0.3029845952987671 (0.21086414406696954) | > loss_0: 2.267899513244629 (2.2611225595076885) | > loss_gen: 2.4348948001861572 (2.5332169036070513) | > loss_kl: 2.5424582958221436 (2.258844385544459) | > loss_feat: 6.122078895568848 (7.380465666453044) | > loss_mel: 19.30525779724121 (19.642141342163086) | > loss_duration: 2.4165782928466797 (2.275701135396958) | > loss_1: 32.821266174316406 (34.09036906560262)  --> STEP: 25 | > loss_disc: 2.593374013900757 (2.2744126176834114) | > loss_disc_real_0: 0.24291914701461792 (0.11222304984927177) | > loss_disc_real_1: 0.3693304657936096 (0.2617893981933593) | > loss_disc_real_2: 0.24913930892944336 (0.19345364600419998) | > loss_disc_real_3: 0.27147600054740906 (0.2301979750394821) | > loss_disc_real_4: 0.27332597970962524 (0.2153250592947006) | > loss_disc_real_5: 0.2745179533958435 (0.21341029644012452) | > loss_0: 2.593374013900757 (2.2744126176834114) | > loss_gen: 2.7355637550354004 (2.5413107776641852) | > loss_kl: 2.3419673442840576 (2.262169303894043) | > loss_feat: 7.0607123374938965 (7.367675533294678) | > loss_mel: 16.223846435546875 (19.505409545898438) | > loss_duration: 2.3145642280578613 (2.2772556591033943) | > loss_1: 30.676652908325195 (33.953820419311526)  --> STEP: 26 | > loss_disc: 2.7340781688690186 (2.292092061959781) | > loss_disc_real_0: 0.10331135988235474 (0.1118802925428519) | > loss_disc_real_1: 0.21715058386325836 (0.2600725207191246) | > loss_disc_real_2: 0.20018421113491058 (0.1937125138938427) | > loss_disc_real_3: 0.2100316435098648 (0.2294223469037276) | > loss_disc_real_4: 0.15222889184951782 (0.21289828362373206) | > loss_disc_real_5: 0.1830766201019287 (0.21224361658096313) | > loss_0: 2.7340781688690186 (2.292092061959781) | > loss_gen: 1.7300291061401367 (2.5101076364517216) | > loss_kl: 1.7579045295715332 (2.2427745048816385) | > loss_feat: 7.936913013458252 (7.389569282531738) | > loss_mel: 11.885476112365723 (19.212335183070255) | > loss_duration: 2.281934976577759 (2.2774356328524084) | > loss_1: 25.592256546020508 (33.63222180880034) --> EVAL PERFORMANCE | > avg_loader_time: 0.002318666531489446 (-3.778017484224816e-05) | > avg_loss_disc: 2.292092061959781 (-0.1027946059520417) | > avg_loss_disc_real_0: 0.1118802925428519 (+0.003315149161678105) | > avg_loss_disc_real_1: 0.2600725207191246 (+0.03102615647591067) | > avg_loss_disc_real_2: 0.1937125138938427 (-0.07278530672192574) | > avg_loss_disc_real_3: 0.2294223469037276 (+0.012890581901256831) | > avg_loss_disc_real_4: 0.21289828362373206 (-0.022805274679110588) | > avg_loss_disc_real_5: 0.21224361658096313 (-0.02316444367170334) | > avg_loss_0: 2.292092061959781 (-0.1027946059520417) | > avg_loss_gen: 2.5101076364517216 (+0.06714595281160829) | > avg_loss_kl: 2.2427745048816385 (-0.045945011652433365) | > avg_loss_feat: 7.389569282531738 (+0.18771397150479796) | > avg_loss_mel: 19.212335183070255 (+0.5299196976881753) | > avg_loss_duration: 2.2774356328524084 (+0.0034156120740456153) | > avg_loss_1: 33.63222180880034 (+0.7422497822688285)  > EPOCH: 205/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:56:22)   --> TIME: 2024-06-10 23:56:32 -- STEP: 24/330 -- GLOBAL_STEP: 155675 | > loss_disc: 2.145780086517334 (2.258986284335455) | > loss_disc_real_0: 0.0805780291557312 (0.11074193629125755) | > loss_disc_real_1: 0.18038395047187805 (0.19711334134141603) | > loss_disc_real_2: 0.15285280346870422 (0.2113161732753118) | > loss_disc_real_3: 0.20755822956562042 (0.21761844990154108) | > loss_disc_real_4: 0.19821153581142426 (0.21717661681274572) | > loss_disc_real_5: 0.1830550730228424 (0.21130601316690445) | > loss_0: 2.145780086517334 (2.258986284335455) | > grad_norm_0: tensor(17.0086, device='cuda:0') (tensor(9.5901, device='cuda:0')) | > loss_gen: 2.553034782409668 (2.570777972539266) | > loss_kl: 1.9252649545669556 (1.7331985582907994) | > loss_feat: 8.843406677246094 (7.268165767192841) | > loss_mel: 19.649988174438477 (19.156669616699222) | > loss_duration: 2.0575876235961914 (2.1451678276062007) | > loss_1: 35.02928161621094 (32.873980124791466) | > grad_norm_1: tensor(301.5965, device='cuda:0') (tensor(104.0183, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.3703 (0.3552483419577281) | > loader_time: 0.0031 (0.0031055410703023276)  --> TIME: 2024-06-10 23:56:41 -- STEP: 49/330 -- GLOBAL_STEP: 155700 | > loss_disc: 2.191931962966919 (2.262204082644716) | > loss_disc_real_0: 0.09390046447515488 (0.10967846442850268) | > loss_disc_real_1: 0.17901991307735443 (0.19848421185600515) | > loss_disc_real_2: 0.2024841606616974 (0.21265491904044637) | > loss_disc_real_3: 0.17412790656089783 (0.21901074477604457) | > loss_disc_real_4: 0.17787645757198334 (0.21655151795367805) | > loss_disc_real_5: 0.15622565150260925 (0.2100986366977497) | > loss_0: 2.191931962966919 (2.262204082644716) | > grad_norm_0: tensor(13.8991, device='cuda:0') (tensor(10.6795, device='cuda:0')) | > loss_gen: 2.5988411903381348 (2.581393363524456) | > loss_kl: 1.7393813133239746 (1.7283493645337162) | > loss_feat: 8.109469413757324 (7.394346402615917) | > loss_mel: 19.518550872802734 (19.161230865789918) | > loss_duration: 2.0019419193267822 (2.0931382957769893) | > loss_1: 33.96818542480469 (32.958458491734106) | > grad_norm_1: tensor(98.4448, device='cuda:0') (tensor(128.8191, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.3597 (0.3543344371172847) | > loader_time: 0.0033 (0.0032236089511793486)  --> TIME: 2024-06-10 23:56:50 -- STEP: 74/330 -- GLOBAL_STEP: 155725 | > loss_disc: 2.354537010192871 (2.272925637863778) | > loss_disc_real_0: 0.12487080693244934 (0.109857691904983) | > loss_disc_real_1: 0.1913709193468094 (0.19940400002775965) | > loss_disc_real_2: 0.2567892372608185 (0.21511075545001673) | > loss_disc_real_3: 0.21774311363697052 (0.22068621097384272) | > loss_disc_real_4: 0.23921935260295868 (0.21788161348652196) | > loss_disc_real_5: 0.226405531167984 (0.2110914161076417) | > loss_0: 2.354537010192871 (2.272925637863778) | > grad_norm_0: tensor(47.5211, device='cuda:0') (tensor(13.9433, device='cuda:0')) | > loss_gen: 2.648232936859131 (2.575432249017664) | > loss_kl: 1.7033122777938843 (1.743033678145022) | > loss_feat: 7.211101531982422 (7.420280005480792) | > loss_mel: 19.239194869995117 (19.158693133173763) | > loss_duration: 1.964693546295166 (2.0712709442989237) | > loss_1: 32.766536712646484 (32.96871035807842) | > grad_norm_1: tensor(288.8039, device='cuda:0') (tensor(161.6315, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.361 (0.35589488132579905) | > loader_time: 0.0035 (0.0033237708581460488)  --> TIME: 2024-06-10 23:56:59 -- STEP: 99/330 -- GLOBAL_STEP: 155750 | > loss_disc: 2.3287932872772217 (2.268463565845682) | > loss_disc_real_0: 0.10314203798770905 (0.10820015850994322) | > loss_disc_real_1: 0.1896214336156845 (0.19930544510634254) | > loss_disc_real_2: 0.18771621584892273 (0.21476942180383085) | > loss_disc_real_3: 0.22514261305332184 (0.2209351041702309) | > loss_disc_real_4: 0.23638653755187988 (0.21762728600791006) | > loss_disc_real_5: 0.23359428346157074 (0.2106319297142703) | > loss_0: 2.3287932872772217 (2.268463565845682) | > grad_norm_0: tensor(28.3957, device='cuda:0') (tensor(16.2732, device='cuda:0')) | > loss_gen: 2.4817497730255127 (2.5883426305019492) | > loss_kl: 1.6589957475662231 (1.7438232561554572) | > loss_feat: 7.2978010177612305 (7.446605648657288) | > loss_mel: 18.77705955505371 (19.16090244717069) | > loss_duration: 2.071474075317383 (2.064682789523191) | > loss_1: 32.287078857421875 (33.004357039326365) | > grad_norm_1: tensor(249.5569, device='cuda:0') (tensor(196.7684, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.3809 (0.35866660301131426) | > loader_time: 0.0036 (0.0034276668471519395)  --> TIME: 2024-06-10 23:57:08 -- STEP: 124/330 -- GLOBAL_STEP: 155775 | > loss_disc: 2.278519630432129 (2.261751882491573) | > loss_disc_real_0: 0.12470688670873642 (0.10692678271762786) | > loss_disc_real_1: 0.17940044403076172 (0.1984478029752931) | > loss_disc_real_2: 0.18660688400268555 (0.21427318189413316) | > loss_disc_real_3: 0.19824737310409546 (0.22127247265269678) | > loss_disc_real_4: 0.17265182733535767 (0.21679286154047137) | > loss_disc_real_5: 0.1546536684036255 (0.20946279276282556) | > loss_0: 2.278519630432129 (2.261751882491573) | > grad_norm_0: tensor(19.8521, device='cuda:0') (tensor(18.4790, device='cuda:0')) | > loss_gen: 2.5418872833251953 (2.6117582282712384) | > loss_kl: 1.7497386932373047 (1.7437369313932234) | > loss_feat: 7.50301456451416 (7.509085178375244) | > loss_mel: 19.470266342163086 (19.16290930778751) | > loss_duration: 2.0957651138305664 (2.064772998133013) | > loss_1: 33.36067199707031 (33.09226279104908) | > grad_norm_1: tensor(232.2725, device='cuda:0') (tensor(215.7268, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.3663 (0.359800144549339) | > loader_time: 0.0045 (0.003520133033875496)  --> TIME: 2024-06-10 23:57:18 -- STEP: 149/330 -- GLOBAL_STEP: 155800 | > loss_disc: 2.1407597064971924 (2.266384174359724) | > loss_disc_real_0: 0.08054061233997345 (0.10813365696660625) | > loss_disc_real_1: 0.1884535700082779 (0.1995265280840381) | > loss_disc_real_2: 0.21373289823532104 (0.21505259177428765) | > loss_disc_real_3: 0.18705663084983826 (0.2220689326324719) | > loss_disc_real_4: 0.20730248093605042 (0.21593231202772) | > loss_disc_real_5: 0.20027819275856018 (0.21008549180606867) | > loss_0: 2.1407597064971924 (2.266384174359724) | > grad_norm_0: tensor(19.5231, device='cuda:0') (tensor(20.2239, device='cuda:0')) | > loss_gen: 2.763465404510498 (2.611724562292931) | > loss_kl: 1.7122656106948853 (1.7407714392514837) | > loss_feat: 8.464244842529297 (7.514549975427205) | > loss_mel: 19.877525329589844 (19.16636679476541) | > loss_duration: 2.0753164291381836 (2.0656107400087707) | > loss_1: 34.892818450927734 (33.09902355014878) | > grad_norm_1: tensor(392.3419, device='cuda:0') (tensor(226.3685, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.3853 (0.3637241997174768) | > loader_time: 0.0046 (0.0036808612362650415)  --> TIME: 2024-06-10 23:57:28 -- STEP: 174/330 -- GLOBAL_STEP: 155825 | > loss_disc: 2.2403149604797363 (2.2713789268471714) | > loss_disc_real_0: 0.06324465572834015 (0.10906054854564283) | > loss_disc_real_1: 0.167969211935997 (0.19878548563554369) | > loss_disc_real_2: 0.18096405267715454 (0.21469535421708535) | > loss_disc_real_3: 0.1963110715150833 (0.22312630627347135) | > loss_disc_real_4: 0.19381435215473175 (0.21575099666570796) | > loss_disc_real_5: 0.19967451691627502 (0.2105761446144389) | > loss_0: 2.2403149604797363 (2.2713789268471714) | > grad_norm_0: tensor(27.1793, device='cuda:0') (tensor(22.7081, device='cuda:0')) | > loss_gen: 2.7083899974823 (2.6153775426163084) | > loss_kl: 1.6867303848266602 (1.7377870850179387) | > loss_feat: 7.999878883361816 (7.518901090512331) | > loss_mel: 19.46534538269043 (19.159220739342715) | > loss_duration: 2.150735855102539 (2.0685899833153045) | > loss_1: 34.011077880859375 (33.09987648054102) | > grad_norm_1: tensor(406.9515, device='cuda:0') (tensor(247.0598, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.384 (0.367986032332497) | > loader_time: 0.0047 (0.0038334816351704216)  --> TIME: 2024-06-10 23:57:39 -- STEP: 199/330 -- GLOBAL_STEP: 155850 | > loss_disc: 2.3399722576141357 (2.27445112281109) | > loss_disc_real_0: 0.09474629163742065 (0.11099398400091645) | > loss_disc_real_1: 0.25222185254096985 (0.19936496745701413) | > loss_disc_real_2: 0.2429891973733902 (0.21471134951366252) | > loss_disc_real_3: 0.24166980385780334 (0.2232564057986341) | > loss_disc_real_4: 0.2182624191045761 (0.2155004380336359) | > loss_disc_real_5: 0.20267589390277863 (0.2100138702434511) | > loss_0: 2.3399722576141357 (2.27445112281109) | > grad_norm_0: tensor(31.9334, device='cuda:0') (tensor(25.8941, device='cuda:0')) | > loss_gen: 2.654667854309082 (2.617452268025385) | > loss_kl: 1.7327533960342407 (1.7363881537662678) | > loss_feat: 7.347557067871094 (7.519005063790173) | > loss_mel: 19.043251037597656 (19.125769600796357) | > loss_duration: 2.1956682205200195 (2.0748893867185965) | > loss_1: 32.97389602661133 (33.07350443356006) | > grad_norm_1: tensor(157.8944, device='cuda:0') (tensor(266.8210, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.4005 (0.37275668843906723) | > loader_time: 0.005 (0.004003563118939423)  --> TIME: 2024-06-10 23:57:49 -- STEP: 224/330 -- GLOBAL_STEP: 155875 | > loss_disc: 2.2561330795288086 (2.2725872152617996) | > loss_disc_real_0: 0.1381169557571411 (0.11168884194921702) | > loss_disc_real_1: 0.1921272724866867 (0.19873336276837758) | > loss_disc_real_2: 0.24815626442432404 (0.2147424658095198) | > loss_disc_real_3: 0.22875995934009552 (0.22336491656356625) | > loss_disc_real_4: 0.24385860562324524 (0.2159344395622611) | > loss_disc_real_5: 0.2564590573310852 (0.21001685217821173) | > loss_0: 2.2561330795288086 (2.2725872152617996) | > grad_norm_0: tensor(14.6998, device='cuda:0') (tensor(26.3550, device='cuda:0')) | > loss_gen: 2.799382209777832 (2.6148673104388385) | > loss_kl: 1.7904057502746582 (1.7400956047432763) | > loss_feat: 8.499198913574219 (7.523477015750749) | > loss_mel: 18.798551559448242 (19.08424033437458) | > loss_duration: 2.184762477874756 (2.080933635788305) | > loss_1: 34.07229995727539 (33.043613868100365) | > grad_norm_1: tensor(409.0609, device='cuda:0') (tensor(281.5402, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.4088 (0.3764448506491524) | > loader_time: 0.005 (0.004137894936970301)  --> TIME: 2024-06-10 23:58:00 -- STEP: 249/330 -- GLOBAL_STEP: 155900 | > loss_disc: 2.2903683185577393 (2.2747873934397256) | > loss_disc_real_0: 0.09797923266887665 (0.1131590382611177) | > loss_disc_real_1: 0.2220153957605362 (0.1985569864990242) | > loss_disc_real_2: 0.2357843667268753 (0.21444995198623243) | > loss_disc_real_3: 0.24881814420223236 (0.22332675204458965) | > loss_disc_real_4: 0.22784221172332764 (0.2168849346987215) | > loss_disc_real_5: 0.2531690001487732 (0.2105298555160622) | > loss_0: 2.2903683185577393 (2.2747873934397256) | > grad_norm_0: tensor(43.9219, device='cuda:0') (tensor(26.9847, device='cuda:0')) | > loss_gen: 2.639937400817871 (2.612527700791877) | > loss_kl: 1.6398093700408936 (1.7397430259061146) | > loss_feat: 7.325558185577393 (7.513866397750426) | > loss_mel: 18.606029510498047 (19.059683703993233) | > loss_duration: 2.152430534362793 (2.0878694335140873) | > loss_1: 32.363765716552734 (33.01369028972341) | > grad_norm_1: tensor(241.1324, device='cuda:0') (tensor(292.1771, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.4223 (0.38048750616939186) | > loader_time: 0.0058 (0.004284764868188573)  --> TIME: 2024-06-10 23:58:11 -- STEP: 274/330 -- GLOBAL_STEP: 155925 | > loss_disc: 2.2472708225250244 (2.277403270241118) | > loss_disc_real_0: 0.1521201729774475 (0.11451921186471073) | > loss_disc_real_1: 0.2182578295469284 (0.1989559331623307) | > loss_disc_real_2: 0.23573562502861023 (0.2148115441855723) | > loss_disc_real_3: 0.20813003182411194 (0.22333635019995) | > loss_disc_real_4: 0.20346124470233917 (0.21749136874275482) | > loss_disc_real_5: 0.19125144183635712 (0.21044957316922444) | > loss_0: 2.2472708225250244 (2.277403270241118) | > grad_norm_0: tensor(7.7997, device='cuda:0') (tensor(26.7602, device='cuda:0')) | > loss_gen: 2.4338252544403076 (2.6089828258013212) | > loss_kl: 1.9050816297531128 (1.742681263572108) | > loss_feat: 7.237240314483643 (7.525404980582913) | > loss_mel: 17.686967849731445 (19.028334687226025) | > loss_duration: 2.163548469543457 (2.094842138951715) | > loss_1: 31.42666244506836 (33.00024588786778) | > grad_norm_1: tensor(97.8529, device='cuda:0') (tensor(296.1369, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.4427 (0.3851666145951208) | > loader_time: 0.0058 (0.0044336928068286294)  --> TIME: 2024-06-10 23:58:22 -- STEP: 299/330 -- GLOBAL_STEP: 155950 | > loss_disc: 2.259244203567505 (2.2800281869129195) | > loss_disc_real_0: 0.07296328991651535 (0.11506392404337391) | > loss_disc_real_1: 0.22898626327514648 (0.19943575590948598) | > loss_disc_real_2: 0.25596538186073303 (0.2146113727204377) | > loss_disc_real_3: 0.23404334485530853 (0.22361188723291442) | > loss_disc_real_4: 0.22375237941741943 (0.21745236551881236) | > loss_disc_real_5: 0.20115390419960022 (0.21059029526933778) | > loss_0: 2.259244203567505 (2.2800281869129195) | > grad_norm_0: tensor(29.7511, device='cuda:0') (tensor(27.7003, device='cuda:0')) | > loss_gen: 2.6760871410369873 (2.605941510120762) | > loss_kl: 1.7981706857681274 (1.7442817081974502) | > loss_feat: 7.563790321350098 (7.538491060901246) | > loss_mel: 18.351516723632812 (18.979826030922595) | > loss_duration: 2.2596051692962646 (2.104143210478055) | > loss_1: 32.649169921875 (32.972683520620144) | > grad_norm_1: tensor(304.0509, device='cuda:0') (tensor(305.4631, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.476 (0.3915184158146581) | > loader_time: 0.007 (0.00460790949920348)  --> TIME: 2024-06-10 23:58:36 -- STEP: 324/330 -- GLOBAL_STEP: 155975 | > loss_disc: 2.370204448699951 (2.2824118954164003) | > loss_disc_real_0: 0.14533627033233643 (0.1164995070753826) | > loss_disc_real_1: 0.12941251695156097 (0.2000843636967518) | > loss_disc_real_2: 0.21799370646476746 (0.21464809568391907) | > loss_disc_real_3: 0.25350263714790344 (0.2230007555105804) | > loss_disc_real_4: 0.2612363398075104 (0.21709448333691667) | > loss_disc_real_5: 0.2208440601825714 (0.21025564595137114) | > loss_0: 2.370204448699951 (2.2824118954164003) | > grad_norm_0: tensor(23.7155, device='cuda:0') (tensor(28.8891, device='cuda:0')) | > loss_gen: 2.5301737785339355 (2.608161276505318) | > loss_kl: 1.9498499631881714 (1.7501486948242895) | > loss_feat: 10.531859397888184 (7.613305215482359) | > loss_mel: 18.77682876586914 (18.96141496705423) | > loss_duration: 2.2927207946777344 (2.1175061309779153) | > loss_1: 36.0814323425293 (33.050536267551436) | > grad_norm_1: tensor(258.8223, device='cuda:0') (tensor(311.8748, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.5924 (0.40287554779170487) | > loader_time: 0.0098 (0.004886273984555847)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.326138496398926 (2.326138496398926) | > loss_disc_real_0: 0.17265921831130981 (0.17265921831130981) | > loss_disc_real_1: 0.16516542434692383 (0.16516542434692383) | > loss_disc_real_2: 0.27893543243408203 (0.27893543243408203) | > loss_disc_real_3: 0.19997918605804443 (0.19997918605804443) | > loss_disc_real_4: 0.19843654334545135 (0.19843654334545135) | > loss_disc_real_5: 0.21364672482013702 (0.21364672482013702) | > loss_0: 2.326138496398926 (2.326138496398926) | > loss_gen: 2.5604610443115234 (2.5604610443115234) | > loss_kl: 1.9094403982162476 (1.9094403982162476) | > loss_feat: 7.568249702453613 (7.568249702453613) | > loss_mel: 18.5150203704834 (18.5150203704834) | > loss_duration: 2.9292385578155518 (2.9292385578155518) | > loss_1: 33.4824104309082 (33.4824104309082)  --> STEP: 1 | > loss_disc: 2.4144062995910645 (2.4144062995910645) | > loss_disc_real_0: 0.10231787711381912 (0.10231787711381912) | > loss_disc_real_1: 0.13249951601028442 (0.13249951601028442) | > loss_disc_real_2: 0.1626303493976593 (0.1626303493976593) | > loss_disc_real_3: 0.19360174238681793 (0.19360174238681793) | > loss_disc_real_4: 0.24753427505493164 (0.24753427505493164) | > loss_disc_real_5: 0.22970999777317047 (0.22970999777317047) | > loss_0: 2.4144062995910645 (2.4144062995910645) | > loss_gen: 2.011107921600342 (2.011107921600342) | > loss_kl: 1.7686634063720703 (1.7686634063720703) | > loss_feat: 5.92648983001709 (5.92648983001709) | > loss_mel: 18.81715202331543 (18.81715202331543) | > loss_duration: 2.3562183380126953 (2.3562183380126953) | > loss_1: 30.8796329498291 (30.8796329498291)  --> STEP: 2 | > loss_disc: 2.213944911956787 (2.314175605773926) | > loss_disc_real_0: 0.14806301891803741 (0.12519044801592827) | > loss_disc_real_1: 0.11846926063299179 (0.1254843883216381) | > loss_disc_real_2: 0.2615872621536255 (0.2121088057756424) | > loss_disc_real_3: 0.23102882504463196 (0.21231528371572495) | > loss_disc_real_4: 0.2336563616991043 (0.24059531837701797) | > loss_disc_real_5: 0.21295768022537231 (0.2213338389992714) | > loss_0: 2.213944911956787 (2.314175605773926) | > loss_gen: 2.5030460357666016 (2.2570769786834717) | > loss_kl: 2.529184103012085 (2.1489237546920776) | > loss_feat: 6.437675476074219 (6.182082653045654) | > loss_mel: 19.246416091918945 (19.031784057617188) | > loss_duration: 2.3855462074279785 (2.370882272720337) | > loss_1: 33.10186767578125 (31.990750312805176)  --> STEP: 3 | > loss_disc: 2.0845816135406494 (2.2376442750295005) | > loss_disc_real_0: 0.06579273194074631 (0.10539120932420094) | > loss_disc_real_1: 0.1413937658071518 (0.13078751415014267) | > loss_disc_real_2: 0.197268545627594 (0.2071620523929596) | > loss_disc_real_3: 0.11461155861616135 (0.17974737534920374) | > loss_disc_real_4: 0.19065332412719727 (0.22394798696041107) | > loss_disc_real_5: 0.16534090042114258 (0.2026695261398951) | > loss_0: 2.0845816135406494 (2.2376442750295005) | > loss_gen: 2.274895191192627 (2.26301638285319) | > loss_kl: 2.390158176422119 (2.2293352286020913) | > loss_feat: 7.730123996734619 (6.6980964342753095) | > loss_mel: 21.570741653442383 (19.878103256225586) | > loss_duration: 2.2527618408203125 (2.3315087954203286) | > loss_1: 36.21868133544922 (33.40006065368652)  --> STEP: 4 | > loss_disc: 1.8894764184951782 (2.15060231089592) | > loss_disc_real_0: 0.21145275235176086 (0.13190659508109093) | > loss_disc_real_1: 0.13184897601604462 (0.13105287961661816) | > loss_disc_real_2: 0.22120647132396698 (0.21067315712571144) | > loss_disc_real_3: 0.16646645963191986 (0.17642714641988277) | > loss_disc_real_4: 0.12529227137565613 (0.19928405806422234) | > loss_disc_real_5: 0.10816669464111328 (0.17904381826519966) | > loss_0: 1.8894764184951782 (2.15060231089592) | > loss_gen: 3.0115416049957275 (2.4501476883888245) | > loss_kl: 2.826354742050171 (2.3785901069641113) | > loss_feat: 11.441222190856934 (7.883877873420715) | > loss_mel: 20.412992477416992 (20.011825561523438) | > loss_duration: 2.2714154720306396 (2.3164854645729065) | > loss_1: 39.96352767944336 (35.04092741012573)  --> STEP: 5 | > loss_disc: 2.4125945568084717 (2.2030007600784303) | > loss_disc_real_0: 0.1468062847852707 (0.13488653302192688) | > loss_disc_real_1: 0.3588639199733734 (0.1766150876879692) | > loss_disc_real_2: 0.2611740529537201 (0.22077333629131318) | > loss_disc_real_3: 0.22303372621536255 (0.18574846237897874) | > loss_disc_real_4: 0.21763554215431213 (0.20295435488224028) | > loss_disc_real_5: 0.18444503843784332 (0.18012406229972838) | > loss_0: 2.4125945568084717 (2.2030007600784303) | > loss_gen: 2.6089580059051514 (2.48190975189209) | > loss_kl: 1.902474045753479 (2.283366894721985) | > loss_feat: 5.374383449554443 (7.381978988647461) | > loss_mel: 18.8124942779541 (19.77195930480957) | > loss_duration: 2.3600893020629883 (2.325206232070923) | > loss_1: 31.058399200439453 (34.244421768188474)  --> STEP: 6 | > loss_disc: 2.231569766998291 (2.2077622612317405) | > loss_disc_real_0: 0.08181136846542358 (0.12604067226250967) | > loss_disc_real_1: 0.11973509192466736 (0.16713508839408556) | > loss_disc_real_2: 0.19546999037265778 (0.21655611197153726) | > loss_disc_real_3: 0.21757543087005615 (0.19105295712749162) | > loss_disc_real_4: 0.2876226305961609 (0.21706573416789374) | > loss_disc_real_5: 0.17205220460891724 (0.1787787526845932) | > loss_0: 2.231569766998291 (2.2077622612317405) | > loss_gen: 2.343412160873413 (2.4588268200556436) | > loss_kl: 2.4052281379699707 (2.3036771019299827) | > loss_feat: 6.485104084014893 (7.232499837875366) | > loss_mel: 20.474145889282227 (19.88899040222168) | > loss_duration: 2.1913418769836426 (2.302895506223043) | > loss_1: 33.899234771728516 (34.186890602111816)  --> STEP: 7 | > loss_disc: 2.4034922122955322 (2.235723682812282) | > loss_disc_real_0: 0.10539241135120392 (0.1230909207037517) | > loss_disc_real_1: 0.1492302268743515 (0.16457725103412355) | > loss_disc_real_2: 0.21934667229652405 (0.2169547634465354) | > loss_disc_real_3: 0.22396382689476013 (0.19575450995138713) | > loss_disc_real_4: 0.2700386941432953 (0.22463329987866537) | > loss_disc_real_5: 0.19828219711780548 (0.18156495903219497) | > loss_0: 2.4034922122955322 (2.235723682812282) | > loss_gen: 2.161159038543701 (2.4163028512682234) | > loss_kl: 3.0955183506011963 (2.4167972803115845) | > loss_feat: 5.298982620239258 (6.956283092498779) | > loss_mel: 18.441165924072266 (19.68215833391462) | > loss_duration: 2.470597267150879 (2.3268529006413052) | > loss_1: 31.467422485351562 (33.79839515686035)  --> STEP: 8 | > loss_disc: 2.251161813735962 (2.237653449177742) | > loss_disc_real_0: 0.1365097016096115 (0.12476826831698418) | > loss_disc_real_1: 0.19809086620807648 (0.16876645293086767) | > loss_disc_real_2: 0.2070215493440628 (0.2157131116837263) | > loss_disc_real_3: 0.1672813594341278 (0.19219536613672972) | > loss_disc_real_4: 0.20458723604679108 (0.2221275418996811) | > loss_disc_real_5: 0.245503768324852 (0.18955731019377708) | > loss_0: 2.251161813735962 (2.237653449177742) | > loss_gen: 2.76876163482666 (2.460360199213028) | > loss_kl: 2.6904916763305664 (2.451009079813957) | > loss_feat: 12.103118896484375 (7.599637567996979) | > loss_mel: 21.85685920715332 (19.953995943069458) | > loss_duration: 2.1798434257507324 (2.3084767162799835) | > loss_1: 41.59907531738281 (34.77348017692566)  --> STEP: 9 | > loss_disc: 2.495631217956543 (2.2663176457087197) | > loss_disc_real_0: 0.1908360868692398 (0.1321091370450126) | > loss_disc_real_1: 0.2649948298931122 (0.1794584948155615) | > loss_disc_real_2: 0.23300476372241974 (0.21763440635469225) | > loss_disc_real_3: 0.2269454151391983 (0.19605648269255957) | > loss_disc_real_4: 0.2266182005405426 (0.22262650397088793) | > loss_disc_real_5: 0.2505512535572052 (0.19633441501193577) | > loss_0: 2.495631217956543 (2.2663176457087197) | > loss_gen: 2.6611833572387695 (2.4826738834381104) | > loss_kl: 2.964813709259033 (2.5080984830856323) | > loss_feat: 9.303067207336426 (7.788907527923584) | > loss_mel: 19.08052635192871 (19.856943766276043) | > loss_duration: 2.1060523986816406 (2.2859851254357233) | > loss_1: 36.11564254760742 (34.92260932922363)  --> STEP: 10 | > loss_disc: 2.366769790649414 (2.276362860202789) | > loss_disc_real_0: 0.18543189764022827 (0.13744141310453414) | > loss_disc_real_1: 0.19373489916324615 (0.18088613525032998) | > loss_disc_real_2: 0.269110769033432 (0.22278204262256623) | > loss_disc_real_3: 0.2110699862241745 (0.19755783304572105) | > loss_disc_real_4: 0.2848804295063019 (0.22885189652442933) | > loss_disc_real_5: 0.20594696700572968 (0.19729567021131517) | > loss_0: 2.366769790649414 (2.276362860202789) | > loss_gen: 2.531534194946289 (2.4875599145889282) | > loss_kl: 1.8162118196487427 (2.438909816741943) | > loss_feat: 4.880279064178467 (7.498044681549072) | > loss_mel: 17.812149047851562 (19.652464294433592) | > loss_duration: 2.27909255027771 (2.285295867919922) | > loss_1: 29.31926727294922 (34.36227512359619)  --> STEP: 11 | > loss_disc: 2.4205660820007324 (2.2894722440026025) | > loss_disc_real_0: 0.12020968645811081 (0.13587489250031384) | > loss_disc_real_1: 0.15207161009311676 (0.17826663296331058) | > loss_disc_real_2: 0.2862802743911743 (0.22855460914698514) | > loss_disc_real_3: 0.18963304162025452 (0.19683739746158774) | > loss_disc_real_4: 0.26534149050712585 (0.2321691323410381) | > loss_disc_real_5: 0.1648413985967636 (0.19434528188271957) | > loss_0: 2.4205660820007324 (2.2894722440026025) | > loss_gen: 2.3804397583007812 (2.477821718562733) | > loss_kl: 1.9860434532165527 (2.3977401473305444) | > loss_feat: 6.404045104980469 (7.39859017458829) | > loss_mel: 18.75178337097168 (19.57058421048251) | > loss_duration: 2.3928322792053223 (2.295071905309504) | > loss_1: 31.915143966674805 (34.139808654785156)  --> STEP: 12 | > loss_disc: 2.2185282707214355 (2.283560246229172) | > loss_disc_real_0: 0.11490270495414734 (0.13412721020479998) | > loss_disc_real_1: 0.13683825731277466 (0.17481426832576594) | > loss_disc_real_2: 0.21390441060066223 (0.2273337592681249) | > loss_disc_real_3: 0.15319529175758362 (0.19320055531958738) | > loss_disc_real_4: 0.2411215901374817 (0.23291517049074173) | > loss_disc_real_5: 0.15515151619911194 (0.19107913474241892) | > loss_0: 2.2185282707214355 (2.283560246229172) | > loss_gen: 2.4338371753692627 (2.4741563399632773) | > loss_kl: 1.9365841150283813 (2.359310477972031) | > loss_feat: 6.333552837371826 (7.3098370631535845) | > loss_mel: 19.465063095092773 (19.56179078420003) | > loss_duration: 2.196540117263794 (2.286860922972361) | > loss_1: 32.365577697753906 (33.991956075032554)  --> STEP: 13 | > loss_disc: 2.572824478149414 (2.305811340992268) | > loss_disc_real_0: 0.192839577794075 (0.13864354617320573) | > loss_disc_real_1: 0.19782117009162903 (0.1765840300000631) | > loss_disc_real_2: 0.19869381189346313 (0.22513068639315093) | > loss_disc_real_3: 0.20833328366279602 (0.19436461134598806) | > loss_disc_real_4: 0.21242070198059082 (0.2313386729130378) | > loss_disc_real_5: 0.17502222955226898 (0.18984398818933046) | > loss_0: 2.572824478149414 (2.305811340992268) | > loss_gen: 2.0122270584106445 (2.4386233183053823) | > loss_kl: 2.203972339630127 (2.3473613904072694) | > loss_feat: 6.444881439208984 (7.243302015157846) | > loss_mel: 19.814178466796875 (19.58120522132287) | > loss_duration: 2.1308999061584473 (2.274863921678983) | > loss_1: 32.60615921020508 (33.88535631619967)  --> STEP: 14 | > loss_disc: 2.308030366897583 (2.305969842842648) | > loss_disc_real_0: 0.1311855912208557 (0.13811083510518074) | > loss_disc_real_1: 0.14888502657413483 (0.17460552975535393) | > loss_disc_real_2: 0.2592734694480896 (0.22756945661136083) | > loss_disc_real_3: 0.21876275539398193 (0.19610733592084476) | > loss_disc_real_4: 0.23900997638702393 (0.23188662316117967) | > loss_disc_real_5: 0.3068057596683502 (0.19819840043783188) | > loss_0: 2.308030366897583 (2.305969842842648) | > loss_gen: 2.8384950160980225 (2.467185582433428) | > loss_kl: 2.716986656188965 (2.373763195105962) | > loss_feat: 8.855542182922363 (7.358462027141026) | > loss_mel: 19.82244300842285 (19.598436491830007) | > loss_duration: 2.305429220199585 (2.2770471572875977) | > loss_1: 36.53889465332031 (34.074894768851145)  --> STEP: 15 | > loss_disc: 2.2225546836853027 (2.3004088322321583) | > loss_disc_real_0: 0.18415987491607666 (0.1411807710925738) | > loss_disc_real_1: 0.1494162678718567 (0.17292624562978745) | > loss_disc_real_2: 0.2347181886434555 (0.2280460387468338) | > loss_disc_real_3: 0.1985783576965332 (0.19627207070589064) | > loss_disc_real_4: 0.19113308191299438 (0.22916972041130065) | > loss_disc_real_5: 0.145761638879776 (0.1947026163339615) | > loss_0: 2.2225546836853027 (2.3004088322321583) | > loss_gen: 2.403568983078003 (2.462944475809733) | > loss_kl: 2.959331512451172 (2.412801082928976) | > loss_feat: 6.994537353515625 (7.334200382232666) | > loss_mel: 19.820039749145508 (19.613210042317707) | > loss_duration: 2.3259663581848145 (2.2803084373474123) | > loss_1: 34.50344467163086 (34.10346476236979)  --> STEP: 16 | > loss_disc: 2.2233943939208984 (2.2955954298377046) | > loss_disc_real_0: 0.13540440797805786 (0.14081974839791656) | > loss_disc_real_1: 0.12756608426570892 (0.17009123554453254) | > loss_disc_real_2: 0.2767565846443176 (0.23109044786542654) | > loss_disc_real_3: 0.1456955224275589 (0.19311103643849492) | > loss_disc_real_4: 0.18052074313163757 (0.22612915933132172) | > loss_disc_real_5: 0.15693892538547516 (0.1923423856496811) | > loss_0: 2.2233943939208984 (2.2955954298377046) | > loss_gen: 2.6448371410369873 (2.4743127673864365) | > loss_kl: 2.64856219291687 (2.4275361523032193) | > loss_feat: 8.941946029663086 (7.434684485197067) | > loss_mel: 18.75465202331543 (19.559550166130066) | > loss_duration: 2.3965487480163574 (2.287573456764221) | > loss_1: 35.38654708862305 (34.18365740776062)  --> STEP: 17 | > loss_disc: 2.3302597999572754 (2.2976345104329736) | > loss_disc_real_0: 0.06653200834989548 (0.13644988133626826) | > loss_disc_real_1: 0.1406068056821823 (0.16835685731733546) | > loss_disc_real_2: 0.18739072978496552 (0.2285198762136347) | > loss_disc_real_3: 0.2173861265182495 (0.1945389829137746) | > loss_disc_real_4: 0.2542608380317688 (0.22778396396075978) | > loss_disc_real_5: 0.252196341753006 (0.19586320659693549) | > loss_0: 2.3302597999572754 (2.2976345104329736) | > loss_gen: 2.4543275833129883 (2.4731371683232926) | > loss_kl: 1.7235041856765747 (2.3861225072075345) | > loss_feat: 5.994454383850098 (7.349965067470775) | > loss_mel: 19.17824363708496 (19.53712037030388) | > loss_duration: 2.3652772903442383 (2.292144270504222) | > loss_1: 31.715805053710938 (34.03848962222828)  --> STEP: 18 | > loss_disc: 2.1467690467834473 (2.2892530957857775) | > loss_disc_real_0: 0.08880262076854706 (0.13380281130472818) | > loss_disc_real_1: 0.10434485971927643 (0.1648006352285544) | > loss_disc_real_2: 0.17068485915660858 (0.2253068197104666) | > loss_disc_real_3: 0.1869640052318573 (0.19411815082033476) | > loss_disc_real_4: 0.24381519854068756 (0.2286745881040891) | > loss_disc_real_5: 0.21716387569904327 (0.19704657710260814) | > loss_0: 2.1467690467834473 (2.2892530957857775) | > loss_gen: 2.400766611099243 (2.4691165818108454) | > loss_kl: 2.8918731212615967 (2.414219763543871) | > loss_feat: 7.60526180267334 (7.364148219426473) | > loss_mel: 21.469762802124023 (19.644489394293892) | > loss_duration: 2.2584962844848633 (2.2902749379475913) | > loss_1: 36.62615966796875 (34.18224906921387)  --> STEP: 19 | > loss_disc: 2.6591551303863525 (2.30872162392265) | > loss_disc_real_0: 0.13923823833465576 (0.1340888864115665) | > loss_disc_real_1: 0.1709223836660385 (0.16512283251473778) | > loss_disc_real_2: 0.3172433376312256 (0.23014558381155917) | > loss_disc_real_3: 0.1873624473810196 (0.19376258748142342) | > loss_disc_real_4: 0.2346329540014267 (0.22898818630921214) | > loss_disc_real_5: 0.2354290932416916 (0.19906670953098096) | > loss_0: 2.6591551303863525 (2.30872162392265) | > loss_gen: 2.1490182876586914 (2.452269303171258) | > loss_kl: 1.622610330581665 (2.372556109177439) | > loss_feat: 5.5650315284729 (7.269457867271022) | > loss_mel: 19.641244888305664 (19.644318630820827) | > loss_duration: 2.3144960403442383 (2.2915497328105725) | > loss_1: 31.292400360107422 (34.030151768734584)  --> STEP: 20 | > loss_disc: 2.5914714336395264 (2.3228591144084936) | > loss_disc_real_0: 0.14482954144477844 (0.13462591916322708) | > loss_disc_real_1: 0.21919763088226318 (0.16782657243311405) | > loss_disc_real_2: 0.2646193206310272 (0.23186927065253257) | > loss_disc_real_3: 0.2545106112957001 (0.19679998867213724) | > loss_disc_real_4: 0.26871955394744873 (0.23097475469112397) | > loss_disc_real_5: 0.2723994255065918 (0.2027333453297615) | > loss_0: 2.5914714336395264 (2.3228591144084936) | > loss_gen: 2.2253334522247314 (2.440922510623932) | > loss_kl: 1.9072011709213257 (2.349288362264633) | > loss_feat: 6.274648666381836 (7.219717407226563) | > loss_mel: 19.65810775756836 (19.645008087158203) | > loss_duration: 2.315375328063965 (2.2927410125732424) | > loss_1: 32.38066864013672 (33.94767761230469)  --> STEP: 21 | > loss_disc: 2.151654005050659 (2.314706490153359) | > loss_disc_real_0: 0.07424931228160858 (0.13175084264505477) | > loss_disc_real_1: 0.14587298035621643 (0.16678116328659512) | > loss_disc_real_2: 0.23548759520053864 (0.23204157182148524) | > loss_disc_real_3: 0.16767574846744537 (0.19541312009096146) | > loss_disc_real_4: 0.18774430453777313 (0.22891616182667868) | > loss_disc_real_5: 0.21372121572494507 (0.20325657725334167) | > loss_0: 2.151654005050659 (2.314706490153359) | > loss_gen: 2.5108425617218018 (2.4442520368666876) | > loss_kl: 2.5567500591278076 (2.3591674906866893) | > loss_feat: 8.435654640197754 (7.277619180225191) | > loss_mel: 20.17451286315918 (19.670222600301106) | > loss_duration: 2.1783266067504883 (2.287292707534063) | > loss_1: 35.85608673095703 (34.038554237002415)  --> STEP: 22 | > loss_disc: 2.0294554233551025 (2.30174053257162) | > loss_disc_real_0: 0.07639336585998535 (0.1292345937002789) | > loss_disc_real_1: 0.13744667172431946 (0.16544777730649168) | > loss_disc_real_2: 0.2185843288898468 (0.23142987896095624) | > loss_disc_real_3: 0.20129364728927612 (0.19568041678179393) | > loss_disc_real_4: 0.26150381565093994 (0.23039741881869055) | > loss_disc_real_5: 0.2131381630897522 (0.2037057402459058) | > loss_0: 2.0294554233551025 (2.30174053257162) | > loss_gen: 2.9729814529418945 (2.4682851921428335) | > loss_kl: 1.7732045650482178 (2.332532812248577) | > loss_feat: 9.30108642578125 (7.3695949641141025) | > loss_mel: 21.394529342651367 (19.748600179498847) | > loss_duration: 2.14727783203125 (2.280928395011208) | > loss_1: 37.58907699584961 (34.199941635131836)  --> STEP: 23 | > loss_disc: 2.534499406814575 (2.3118604836256615) | > loss_disc_real_0: 0.1550264060497284 (0.13035597684590713) | > loss_disc_real_1: 0.195421501994133 (0.16675098272769348) | > loss_disc_real_2: 0.2197531759738922 (0.23092219622238822) | > loss_disc_real_3: 0.23167608678340912 (0.19724544591229895) | > loss_disc_real_4: 0.2366969734430313 (0.23067131249800973) | > loss_disc_real_5: 0.2810699939727783 (0.207069403451422) | > loss_0: 2.534499406814575 (2.3118604836256615) | > loss_gen: 2.164882183074951 (2.4550937569659688) | > loss_kl: 2.196519613265991 (2.326619194901508) | > loss_feat: 6.077789306640625 (7.31342950074569) | > loss_mel: 18.28948211669922 (19.685160263724953) | > loss_duration: 2.2775392532348633 (2.280781041020932) | > loss_1: 31.006214141845703 (34.06108391803244)  --> STEP: 24 | > loss_disc: 2.4311094284057617 (2.3168291896581654) | > loss_disc_real_0: 0.12155507504940033 (0.129989272604386) | > loss_disc_real_1: 0.15210577845573425 (0.1661407658830285) | > loss_disc_real_2: 0.21939906477928162 (0.23044206574559212) | > loss_disc_real_3: 0.1627402901649475 (0.19580773108949265) | > loss_disc_real_4: 0.20433321595191956 (0.2295738918085893) | > loss_disc_real_5: 0.15780964493751526 (0.20501691351334253) | > loss_0: 2.4311094284057617 (2.3168291896581654) | > loss_gen: 1.904419183731079 (2.432148983081182) | > loss_kl: 2.0646512508392334 (2.315703863898913) | > loss_feat: 5.531142234802246 (7.23916753133138) | > loss_mel: 16.06978416442871 (19.534519592920944) | > loss_duration: 2.3990936279296875 (2.2857107321421304) | > loss_1: 27.96908950805664 (33.80725081761678)  --> STEP: 25 | > loss_disc: 2.3717381954193115 (2.3190255498886114) | > loss_disc_real_0: 0.1845492720603943 (0.13217167258262635) | > loss_disc_real_1: 0.15786071121692657 (0.16580956369638444) | > loss_disc_real_2: 0.20104281604290009 (0.22926609575748444) | > loss_disc_real_3: 0.2399585247039795 (0.1975737628340721) | > loss_disc_real_4: 0.24911154806613922 (0.2303553980588913) | > loss_disc_real_5: 0.17375674843788147 (0.2037665069103241) | > loss_0: 2.3717381954193115 (2.3190255498886114) | > loss_gen: 2.4016273021698 (2.4309281158447265) | > loss_kl: 2.3567452430725098 (2.317345519065857) | > loss_feat: 8.884471893310547 (7.304979705810547) | > loss_mel: 18.39482879638672 (19.488931961059574) | > loss_duration: 2.2877278327941895 (2.285791416168213) | > loss_1: 34.325401306152344 (33.827976837158204)  --> STEP: 26 | > loss_disc: 2.20536208152771 (2.314653878028577) | > loss_disc_real_0: 0.07495354861021042 (0.1299709755067642) | > loss_disc_real_1: 0.11932019889354706 (0.1640215112039676) | > loss_disc_real_2: 0.15959563851356506 (0.22658646278656447) | > loss_disc_real_3: 0.18436802923679352 (0.19706585000340754) | > loss_disc_real_4: 0.26029592752456665 (0.23150695688449419) | > loss_disc_real_5: 0.16486436128616333 (0.20227027054016405) | > loss_0: 2.20536208152771 (2.314653878028577) | > loss_gen: 2.034663200378418 (2.415687157557561) | > loss_kl: 2.063763380050659 (2.307592359872965) | > loss_feat: 6.781898498535156 (7.284861197838416) | > loss_mel: 20.38260269165039 (19.523303912236145) | > loss_duration: 2.2888805866241455 (2.285910230416518) | > loss_1: 33.55180740356445 (33.817354935866135) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023907606418316174 (+7.209411034217158e-05) | > avg_loss_disc: 2.314653878028577 (+0.022561816068795704) | > avg_loss_disc_real_0: 0.1299709755067642 (+0.018090682963912308) | > avg_loss_disc_real_1: 0.1640215112039676 (-0.09605100951515702) | > avg_loss_disc_real_2: 0.22658646278656447 (+0.03287394889272177) | > avg_loss_disc_real_3: 0.19706585000340754 (-0.03235649690032005) | > avg_loss_disc_real_4: 0.23150695688449419 (+0.018608673260762126) | > avg_loss_disc_real_5: 0.20227027054016405 (-0.00997334604079908) | > avg_loss_0: 2.314653878028577 (+0.022561816068795704) | > avg_loss_gen: 2.415687157557561 (-0.09442047889416072) | > avg_loss_kl: 2.307592359872965 (+0.0648178549913263) | > avg_loss_feat: 7.284861197838416 (-0.10470808469332216) | > avg_loss_mel: 19.523303912236145 (+0.31096872916588936) | > avg_loss_duration: 2.285910230416518 (+0.008474597564109843) | > avg_loss_1: 33.817354935866135 (+0.18513312706579654)  > EPOCH: 206/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-10 23:58:57)   --> TIME: 2024-06-10 23:59:05 -- STEP: 19/330 -- GLOBAL_STEP: 156000 | > loss_disc: 2.268296241760254 (2.324225162204943) | > loss_disc_real_0: 0.11696085333824158 (0.10509583471637023) | > loss_disc_real_1: 0.177077978849411 (0.20419421399894513) | > loss_disc_real_2: 0.21998175978660583 (0.21669477851767288) | > loss_disc_real_3: 0.20627617835998535 (0.23715962391150625) | > loss_disc_real_4: 0.1982891708612442 (0.22287364460920034) | > loss_disc_real_5: 0.19265113770961761 (0.22601932600924843) | > loss_0: 2.268296241760254 (2.324225162204943) | > grad_norm_0: tensor(5.2181, device='cuda:0') (tensor(8.3184, device='cuda:0')) | > loss_gen: 2.474086046218872 (2.5613738737608256) | > loss_kl: 1.7554501295089722 (1.7361973524093628) | > loss_feat: 8.242562294006348 (7.148800373077393) | > loss_mel: 19.545217514038086 (19.400103518837376) | > loss_duration: 2.0720860958099365 (2.1678199642582943) | > loss_1: 34.08940124511719 (33.01429507606907) | > grad_norm_1: tensor(81.0070, device='cuda:0') (tensor(123.6575, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.334 (0.33645762895282944) | > loader_time: 0.0031 (0.003054819608989515) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_156000.pth  --> TIME: 2024-06-10 23:59:18 -- STEP: 44/330 -- GLOBAL_STEP: 156025 | > loss_disc: 2.229125499725342 (2.2860038876533513) | > loss_disc_real_0: 0.11760164797306061 (0.10563651810992848) | > loss_disc_real_1: 0.16627779603004456 (0.19935070012103429) | > loss_disc_real_2: 0.20160847902297974 (0.21353235061873088) | > loss_disc_real_3: 0.19436058402061462 (0.22820171307433734) | > loss_disc_real_4: 0.1945376843214035 (0.219076582653956) | > loss_disc_real_5: 0.18761226534843445 (0.2176874279975891) | > loss_0: 2.229125499725342 (2.2860038876533513) | > grad_norm_0: tensor(10.1222, device='cuda:0') (tensor(10.1028, device='cuda:0')) | > loss_gen: 2.567131996154785 (2.583570518276908) | > loss_kl: 1.7268879413604736 (1.7495985681360418) | > loss_feat: 7.845237731933594 (7.313849178227511) | > loss_mel: 19.06050682067871 (19.248586567965422) | > loss_duration: 1.9693896770477295 (2.094658621332862) | > loss_1: 33.16915512084961 (32.990263462066665) | > grad_norm_1: tensor(183.6057, device='cuda:0') (tensor(145.0739, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3648 (0.3478237336332147) | > loader_time: 0.004 (0.00325476581400091)  --> TIME: 2024-06-10 23:59:27 -- STEP: 69/330 -- GLOBAL_STEP: 156050 | > loss_disc: 2.2775182723999023 (2.2863451363383858) | > loss_disc_real_0: 0.10713931918144226 (0.10964075173588766) | > loss_disc_real_1: 0.18115781247615814 (0.19966925594253818) | > loss_disc_real_2: 0.20303544402122498 (0.21454085107298865) | > loss_disc_real_3: 0.23264847695827484 (0.22524538398652838) | > loss_disc_real_4: 0.21425391733646393 (0.21813882001932117) | > loss_disc_real_5: 0.21003015339374542 (0.21401217471862186) | > loss_0: 2.2775182723999023 (2.2863451363383858) | > grad_norm_0: tensor(8.1143, device='cuda:0') (tensor(14.4495, device='cuda:0')) | > loss_gen: 2.688776969909668 (2.5889126183330142) | > loss_kl: 1.6233042478561401 (1.7508383073668552) | > loss_feat: 8.677421569824219 (7.391293235447096) | > loss_mel: 19.392803192138672 (19.224449959354125) | > loss_duration: 2.0038585662841797 (2.072580258051554) | > loss_1: 34.38616180419922 (33.02807423688365) | > grad_norm_1: tensor(312.2099, device='cuda:0') (tensor(198.8627, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3419 (0.3506511052449544) | > loader_time: 0.0039 (0.003369096396625906)  --> TIME: 2024-06-10 23:59:36 -- STEP: 94/330 -- GLOBAL_STEP: 156075 | > loss_disc: 2.277858257293701 (2.285888770793347) | > loss_disc_real_0: 0.10287269949913025 (0.1103169822153893) | > loss_disc_real_1: 0.1984560787677765 (0.2004897416906154) | > loss_disc_real_2: 0.22120992839336395 (0.21383645797663547) | > loss_disc_real_3: 0.21773584187030792 (0.22459289510833455) | > loss_disc_real_4: 0.19644631445407867 (0.2190407248253518) | > loss_disc_real_5: 0.20675359666347504 (0.21344215914290002) | > loss_0: 2.277858257293701 (2.285888770793347) | > grad_norm_0: tensor(18.5379, device='cuda:0') (tensor(15.3096, device='cuda:0')) | > loss_gen: 2.510486125946045 (2.58848472858997) | > loss_kl: 1.8364547491073608 (1.7421731238669538) | > loss_feat: 7.075211524963379 (7.39094258876557) | > loss_mel: 19.405765533447266 (19.17301248996815) | > loss_duration: 2.069068431854248 (2.0649589008473335) | > loss_1: 32.89698791503906 (32.95957165576043) | > grad_norm_1: tensor(260.9604, device='cuda:0') (tensor(207.4401, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3641 (0.3521952121815783) | > loader_time: 0.0038 (0.0034818218109455516)  --> TIME: 2024-06-10 23:59:45 -- STEP: 119/330 -- GLOBAL_STEP: 156100 | > loss_disc: 2.3411386013031006 (2.2917731048680148) | > loss_disc_real_0: 0.10795348882675171 (0.11173074561006882) | > loss_disc_real_1: 0.20479857921600342 (0.20005825449939535) | > loss_disc_real_2: 0.24146787822246552 (0.2144825935614209) | > loss_disc_real_3: 0.2513120174407959 (0.2250293806320479) | > loss_disc_real_4: 0.26490071415901184 (0.21918882717605398) | > loss_disc_real_5: 0.22699600458145142 (0.21385039126171784) | > loss_0: 2.3411386013031006 (2.2917731048680148) | > grad_norm_0: tensor(5.5923, device='cuda:0') (tensor(14.5288, device='cuda:0')) | > loss_gen: 2.5502636432647705 (2.583276720607981) | > loss_kl: 1.7229537963867188 (1.747556122411199) | > loss_feat: 7.219936370849609 (7.415639128003802) | > loss_mel: 18.46245574951172 (19.15872109036485) | > loss_duration: 2.0368783473968506 (2.0620293727441994) | > loss_1: 31.992488861083984 (32.96722232594212) | > grad_norm_1: tensor(161.3748, device='cuda:0') (tensor(195.5608, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3747 (0.3538421702986004) | > loader_time: 0.0039 (0.003557139084118755)  --> TIME: 2024-06-10 23:59:55 -- STEP: 144/330 -- GLOBAL_STEP: 156125 | > loss_disc: 2.2942845821380615 (2.2936329841613765) | > loss_disc_real_0: 0.09941303730010986 (0.11184221531988846) | > loss_disc_real_1: 0.1740933209657669 (0.2002833719468779) | > loss_disc_real_2: 0.23823003470897675 (0.21494318317208025) | > loss_disc_real_3: 0.2462717443704605 (0.2252170979562733) | > loss_disc_real_4: 0.22677838802337646 (0.2192911002784968) | > loss_disc_real_5: 0.22657547891139984 (0.2135903084029754) | > loss_0: 2.2942845821380615 (2.2936329841613765) | > grad_norm_0: tensor(6.5291, device='cuda:0') (tensor(14.9586, device='cuda:0')) | > loss_gen: 2.800692319869995 (2.5809863209724417) | > loss_kl: 1.8232909440994263 (1.7412461845411196) | > loss_feat: 8.808626174926758 (7.426116642024782) | > loss_mel: 19.41574478149414 (19.1519253651301) | > loss_duration: 2.039992332458496 (2.064509937332735) | > loss_1: 34.88834762573242 (32.96478429105549) | > grad_norm_1: tensor(322.9066, device='cuda:0') (tensor(198.4637, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3685 (0.3559864941570494) | > loader_time: 0.0043 (0.003693575660387675)  --> TIME: 2024-06-11 00:00:04 -- STEP: 169/330 -- GLOBAL_STEP: 156150 | > loss_disc: 2.2276790142059326 (2.2910934228163504) | > loss_disc_real_0: 0.0724887102842331 (0.11209975809035216) | > loss_disc_real_1: 0.15174324810504913 (0.20005183918236275) | > loss_disc_real_2: 0.22646446526050568 (0.21419654892393825) | > loss_disc_real_3: 0.20236536860466003 (0.22474767329424797) | > loss_disc_real_4: 0.19641058146953583 (0.21871359902020746) | > loss_disc_real_5: 0.20158404111862183 (0.2133868005148758) | > loss_0: 2.2276790142059326 (2.2910934228163504) | > grad_norm_0: tensor(21.0120, device='cuda:0') (tensor(16.0937, device='cuda:0')) | > loss_gen: 2.462580919265747 (2.580993631182338) | > loss_kl: 1.703918218612671 (1.744781614055295) | > loss_feat: 7.75486946105957 (7.4468643397269165) | > loss_mel: 18.485000610351562 (19.13015337385369) | > loss_duration: 2.106621742248535 (2.0673935476844827) | > loss_1: 32.51299285888672 (32.970186414097896) | > grad_norm_1: tensor(371.0909, device='cuda:0') (tensor(207.0110, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3892 (0.35812269583256284) | > loader_time: 0.0052 (0.0038152234794120114)  --> TIME: 2024-06-11 00:00:14 -- STEP: 194/330 -- GLOBAL_STEP: 156175 | > loss_disc: 2.235114097595215 (2.292001085183057) | > loss_disc_real_0: 0.08920057862997055 (0.1133210712026075) | > loss_disc_real_1: 0.20351774990558624 (0.20072330327070864) | > loss_disc_real_2: 0.18651233613491058 (0.2141776963607552) | > loss_disc_real_3: 0.19917882978916168 (0.22491541451092847) | > loss_disc_real_4: 0.19543257355690002 (0.21887762836881522) | > loss_disc_real_5: 0.16447663307189941 (0.21332347600423185) | > loss_0: 2.235114097595215 (2.292001085183057) | > grad_norm_0: tensor(9.3037, device='cuda:0') (tensor(17.4621, device='cuda:0')) | > loss_gen: 2.423856258392334 (2.580152738954603) | > loss_kl: 1.6646032333374023 (1.7447270972212565) | > loss_feat: 7.420544147491455 (7.449221925637157) | > loss_mel: 19.269453048706055 (19.13030420873584) | > loss_duration: 2.0813775062561035 (2.0733887381160367) | > loss_1: 32.85983657836914 (32.97779467671189) | > grad_norm_1: tensor(320.7047, device='cuda:0') (tensor(215.1695, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.3829 (0.36140044448301956) | > loader_time: 0.0049 (0.003950275096696678)  --> TIME: 2024-06-11 00:00:24 -- STEP: 219/330 -- GLOBAL_STEP: 156200 | > loss_disc: 2.1921370029449463 (2.291028435371784) | > loss_disc_real_0: 0.10019637644290924 (0.1144048882027467) | > loss_disc_real_1: 0.18591904640197754 (0.2000460679808708) | > loss_disc_real_2: 0.23266112804412842 (0.21343042711689048) | > loss_disc_real_3: 0.20962654054164886 (0.22493005486111664) | > loss_disc_real_4: 0.21907106041908264 (0.2196818863011931) | > loss_disc_real_5: 0.185328409075737 (0.21366410175142767) | > loss_0: 2.1921370029449463 (2.291028435371784) | > grad_norm_0: tensor(38.4948, device='cuda:0') (tensor(19.6118, device='cuda:0')) | > loss_gen: 2.416351318359375 (2.5831964712709046) | > loss_kl: 1.7816535234451294 (1.7451315818856297) | > loss_feat: 8.076397895812988 (7.462111623319861) | > loss_mel: 19.435890197753906 (19.081179483840458) | > loss_duration: 2.1303744316101074 (2.0796693781195157) | > loss_1: 33.840667724609375 (32.95128851938466) | > grad_norm_1: tensor(315.7412, device='cuda:0') (tensor(223.4769, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.4026 (0.3666052186870139) | > loader_time: 0.005 (0.004076481954147828)  --> TIME: 2024-06-11 00:00:35 -- STEP: 244/330 -- GLOBAL_STEP: 156225 | > loss_disc: 2.1662185192108154 (2.2873013381098146) | > loss_disc_real_0: 0.05062944069504738 (0.11400542162419831) | > loss_disc_real_1: 0.26896238327026367 (0.1997639348150277) | > loss_disc_real_2: 0.26926788687705994 (0.21349737866491567) | > loss_disc_real_3: 0.2553572952747345 (0.22452688779010146) | > loss_disc_real_4: 0.21032287180423737 (0.21848663504494997) | > loss_disc_real_5: 0.19310416281223297 (0.2132004978837537) | > loss_0: 2.1662185192108154 (2.2873013381098146) | > grad_norm_0: tensor(8.6642, device='cuda:0') (tensor(21.4207, device='cuda:0')) | > loss_gen: 2.844400644302368 (2.59231201351666) | > loss_kl: 1.6777043342590332 (1.746543440173884) | > loss_feat: 7.952657222747803 (7.479772702592318) | > loss_mel: 18.17771339416504 (19.060780228161423) | > loss_duration: 2.0897626876831055 (2.087157245053619) | > loss_1: 32.74223709106445 (32.966565624612294) | > grad_norm_1: tensor(374.4384, device='cuda:0') (tensor(234.5900, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.4418 (0.3719372309622217) | > loader_time: 0.0053 (0.0042333856957857754)  --> TIME: 2024-06-11 00:00:46 -- STEP: 269/330 -- GLOBAL_STEP: 156250 | > loss_disc: 2.225584030151367 (2.2913944827579664) | > loss_disc_real_0: 0.23841902613639832 (0.11538408993012843) | > loss_disc_real_1: 0.250626802444458 (0.19974854871021328) | > loss_disc_real_2: 0.1894206702709198 (0.2133544435288383) | > loss_disc_real_3: 0.19442644715309143 (0.22481359103798423) | > loss_disc_real_4: 0.17277128994464874 (0.2189939786510397) | > loss_disc_real_5: 0.1738058179616928 (0.21316073724106785) | > loss_0: 2.225584030151367 (2.2913944827579664) | > grad_norm_0: tensor(74.7078, device='cuda:0') (tensor(22.9390, device='cuda:0')) | > loss_gen: 2.7091705799102783 (2.5952518881475166) | > loss_kl: 1.841140866279602 (1.7497945071153038) | > loss_feat: 7.767707824707031 (7.503453839667224) | > loss_mel: 19.2044620513916 (19.040006871560255) | > loss_duration: 2.1847214698791504 (2.0939735812325457) | > loss_1: 33.70720291137695 (32.98248066955341) | > grad_norm_1: tensor(543.7321, device='cuda:0') (tensor(247.1491, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.4403 (0.37725641115890557) | > loader_time: 0.0057 (0.004388408589983521)  --> TIME: 2024-06-11 00:00:57 -- STEP: 294/330 -- GLOBAL_STEP: 156275 | > loss_disc: 2.2552194595336914 (2.2929844872481175) | > loss_disc_real_0: 0.1086932048201561 (0.11559332407960275) | > loss_disc_real_1: 0.1696762591600418 (0.20035113054676115) | > loss_disc_real_2: 0.21134145557880402 (0.21361231215957074) | > loss_disc_real_3: 0.21961604058742523 (0.22529345791356092) | > loss_disc_real_4: 0.20888859033584595 (0.2194142687787004) | > loss_disc_real_5: 0.20089319348335266 (0.21283356424699834) | > loss_0: 2.2552194595336914 (2.2929844872481175) | > grad_norm_0: tensor(25.0683, device='cuda:0') (tensor(23.4021, device='cuda:0')) | > loss_gen: 2.5263984203338623 (2.5920180382371765) | > loss_kl: 1.7743520736694336 (1.752879151681654) | > loss_feat: 8.4474458694458 (7.505569188773227) | > loss_mel: 18.97921371459961 (18.99388563065302) | > loss_duration: 2.2293710708618164 (2.102567424174068) | > loss_1: 33.95677947998047 (32.94691938932252) | > grad_norm_1: tensor(371.1005, device='cuda:0') (tensor(251.0615, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.4573 (0.3831168826745481) | > loader_time: 0.0065 (0.004546439566579808)  --> TIME: 2024-06-11 00:01:10 -- STEP: 319/330 -- GLOBAL_STEP: 156300 | > loss_disc: 2.364501476287842 (2.298009812645032) | > loss_disc_real_0: 0.11444047093391418 (0.1166977280032672) | > loss_disc_real_1: 0.2551864981651306 (0.20088806650294774) | > loss_disc_real_2: 0.22204545140266418 (0.21407432662655945) | > loss_disc_real_3: 0.22237585484981537 (0.22539351782454967) | > loss_disc_real_4: 0.22202639281749725 (0.2197545406213001) | > loss_disc_real_5: 0.21287602186203003 (0.2128530936928752) | > loss_0: 2.364501476287842 (2.298009812645032) | > grad_norm_0: tensor(42.6870, device='cuda:0') (tensor(23.7929, device='cuda:0')) | > loss_gen: 2.373784065246582 (2.5856068664957355) | > loss_kl: 1.80051589012146 (1.7557753335719575) | > loss_feat: 8.049063682556152 (7.514141897422767) | > loss_mel: 18.466754913330078 (18.94794220759951) | > loss_duration: 2.2811167240142822 (2.115248481681727) | > loss_1: 32.97123336791992 (32.91871476846056) | > grad_norm_1: tensor(373.3316, device='cuda:0') (tensor(255.7222, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.569 (0.3928167132374636) | > loader_time: 0.0084 (0.0047789524341451724)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.505066394805908 (2.505066394805908) | > loss_disc_real_0: 0.15795862674713135 (0.15795862674713135) | > loss_disc_real_1: 0.22636815905570984 (0.22636815905570984) | > loss_disc_real_2: 0.24983155727386475 (0.24983155727386475) | > loss_disc_real_3: 0.3513840436935425 (0.3513840436935425) | > loss_disc_real_4: 0.3605368137359619 (0.3605368137359619) | > loss_disc_real_5: 0.42327460646629333 (0.42327460646629333) | > loss_0: 2.505066394805908 (2.505066394805908) | > loss_gen: 3.3322277069091797 (3.3322277069091797) | > loss_kl: 3.030750036239624 (3.030750036239624) | > loss_feat: 5.423031330108643 (5.423031330108643) | > loss_mel: 16.34051513671875 (16.34051513671875) | > loss_duration: 2.795988082885742 (2.795988082885742) | > loss_1: 30.92251205444336 (30.92251205444336)  --> STEP: 1 | > loss_disc: 2.1800293922424316 (2.1800293922424316) | > loss_disc_real_0: 0.08227226138114929 (0.08227226138114929) | > loss_disc_real_1: 0.15457524359226227 (0.15457524359226227) | > loss_disc_real_2: 0.22339071333408356 (0.22339071333408356) | > loss_disc_real_3: 0.1965743750333786 (0.1965743750333786) | > loss_disc_real_4: 0.23166708648204803 (0.23166708648204803) | > loss_disc_real_5: 0.22110329568386078 (0.22110329568386078) | > loss_0: 2.1800293922424316 (2.1800293922424316) | > loss_gen: 2.385982036590576 (2.385982036590576) | > loss_kl: 2.6571555137634277 (2.6571555137634277) | > loss_feat: 5.381109237670898 (5.381109237670898) | > loss_mel: 19.558992385864258 (19.558992385864258) | > loss_duration: 2.404791831970215 (2.404791831970215) | > loss_1: 32.388031005859375 (32.388031005859375)  --> STEP: 2 | > loss_disc: 1.9606420993804932 (2.0703357458114624) | > loss_disc_real_0: 0.07396933436393738 (0.07812079787254333) | > loss_disc_real_1: 0.16157394647598267 (0.15807459503412247) | > loss_disc_real_2: 0.2609390914440155 (0.24216490238904953) | > loss_disc_real_3: 0.2903813421726227 (0.24347785860300064) | > loss_disc_real_4: 0.23974548280239105 (0.23570628464221954) | > loss_disc_real_5: 0.21556732058525085 (0.21833530813455582) | > loss_0: 1.9606420993804932 (2.0703357458114624) | > loss_gen: 3.0550479888916016 (2.720515012741089) | > loss_kl: 2.637472629547119 (2.6473140716552734) | > loss_feat: 6.929894924163818 (6.155502080917358) | > loss_mel: 20.150007247924805 (19.85449981689453) | > loss_duration: 2.4654252529144287 (2.4351085424423218) | > loss_1: 35.23784637451172 (33.81293869018555)  --> STEP: 3 | > loss_disc: 1.894205093383789 (2.0116255283355713) | > loss_disc_real_0: 0.108592689037323 (0.0882780949274699) | > loss_disc_real_1: 0.1880369782447815 (0.16806205610434213) | > loss_disc_real_2: 0.1787368357181549 (0.2210222134987513) | > loss_disc_real_3: 0.2011362463235855 (0.2293639878431956) | > loss_disc_real_4: 0.26255035400390625 (0.24465430776278177) | > loss_disc_real_5: 0.23964731395244598 (0.22543931007385254) | > loss_0: 1.894205093383789 (2.0116255283355713) | > loss_gen: 3.0484442710876465 (2.829824765523275) | > loss_kl: 2.296415328979492 (2.5303478240966797) | > loss_feat: 7.946588039398193 (6.752530733744304) | > loss_mel: 18.85173797607422 (19.520245869954426) | > loss_duration: 2.194232940673828 (2.3548166751861572) | > loss_1: 34.33741760253906 (33.98776499430338)  --> STEP: 4 | > loss_disc: 2.180558204650879 (2.053858697414398) | > loss_disc_real_0: 0.13725067675113678 (0.10052124038338661) | > loss_disc_real_1: 0.22601361572742462 (0.18254994601011276) | > loss_disc_real_2: 0.20214781165122986 (0.21630361303687096) | > loss_disc_real_3: 0.24045328795909882 (0.2321363128721714) | > loss_disc_real_4: 0.2151588350534439 (0.2372804395854473) | > loss_disc_real_5: 0.2762663960456848 (0.2381460815668106) | > loss_0: 2.180558204650879 (2.053858697414398) | > loss_gen: 3.0279839038848877 (2.879364550113678) | > loss_kl: 2.5644147396087646 (2.538864552974701) | > loss_feat: 7.6809401512146 (6.984633088111877) | > loss_mel: 18.260997772216797 (19.20543384552002) | > loss_duration: 2.2680702209472656 (2.3331300616264343) | > loss_1: 33.802406311035156 (33.94142532348633)  --> STEP: 5 | > loss_disc: 1.9816699028015137 (2.0394209384918214) | > loss_disc_real_0: 0.19171246886253357 (0.118759486079216) | > loss_disc_real_1: 0.27998533844947815 (0.20203702449798583) | > loss_disc_real_2: 0.22813774645328522 (0.21867043972015382) | > loss_disc_real_3: 0.22335238754749298 (0.23037952780723572) | > loss_disc_real_4: 0.18815834820270538 (0.22745602130889891) | > loss_disc_real_5: 0.2331143319606781 (0.2371397316455841) | > loss_0: 1.9816699028015137 (2.0394209384918214) | > loss_gen: 3.8714399337768555 (3.0777796268463136) | > loss_kl: 1.9100323915481567 (2.413098120689392) | > loss_feat: 8.363858222961426 (7.260478115081787) | > loss_mel: 19.49071502685547 (19.26249008178711) | > loss_duration: 2.3585963249206543 (2.3382233142852784) | > loss_1: 35.99464416503906 (34.35206909179688)  --> STEP: 6 | > loss_disc: 2.2844080924987793 (2.0802521308263144) | > loss_disc_real_0: 0.1980014592409134 (0.13196648160616556) | > loss_disc_real_1: 0.3056057393550873 (0.2192984769741694) | > loss_disc_real_2: 0.20703034102916718 (0.21673042327165604) | > loss_disc_real_3: 0.3463643491268158 (0.24971033136049905) | > loss_disc_real_4: 0.3533007800579071 (0.24843014776706696) | > loss_disc_real_5: 0.27532151341438293 (0.2435033619403839) | > loss_0: 2.2844080924987793 (2.0802521308263144) | > loss_gen: 3.7521190643310547 (3.1901695330937705) | > loss_kl: 1.9264757633209229 (2.3319943944613137) | > loss_feat: 6.699230194091797 (7.166936794916789) | > loss_mel: 20.07765769958496 (19.398351351420086) | > loss_duration: 2.113318681716919 (2.3007392088572183) | > loss_1: 34.56880187988281 (34.38819122314453)  --> STEP: 7 | > loss_disc: 1.9949605464935303 (2.0680676187787737) | > loss_disc_real_0: 0.1056370809674263 (0.12820513865777425) | > loss_disc_real_1: 0.18873918056488037 (0.21493286320141383) | > loss_disc_real_2: 0.18136948347091675 (0.21167886044297898) | > loss_disc_real_3: 0.22001290321350098 (0.24546784162521362) | > loss_disc_real_4: 0.23494692146778107 (0.24650397258145468) | > loss_disc_real_5: 0.21361041069030762 (0.23923294033323014) | > loss_0: 1.9949605464935303 (2.0680676187787737) | > loss_gen: 3.0794918537139893 (3.174358436039516) | > loss_kl: 3.416715383529663 (2.486954535756792) | > loss_feat: 8.425874710083008 (7.346785068511963) | > loss_mel: 21.44817543029785 (19.69118336268834) | > loss_duration: 2.4461750984191895 (2.3215157645089284) | > loss_1: 38.816429138183594 (35.020796639578684)  --> STEP: 8 | > loss_disc: 2.3652658462524414 (2.105217397212982) | > loss_disc_real_0: 0.2496560513973236 (0.14338650275021791) | > loss_disc_real_1: 0.28592267632484436 (0.22380658984184265) | > loss_disc_real_2: 0.1904497742652893 (0.20902522467076778) | > loss_disc_real_3: 0.2394160032272339 (0.24471136182546616) | > loss_disc_real_4: 0.2353508025407791 (0.24510982632637024) | > loss_disc_real_5: 0.22321298718452454 (0.23723044618964195) | > loss_0: 2.3652658462524414 (2.105217397212982) | > loss_gen: 2.9425461292266846 (3.145381897687912) | > loss_kl: 2.21335506439209 (2.4527546018362045) | > loss_feat: 9.54316234588623 (7.621332228183746) | > loss_mel: 19.670551300048828 (19.6886043548584) | > loss_duration: 2.1505379676818848 (2.300143539905548) | > loss_1: 36.5201530456543 (35.208216190338135)  --> STEP: 9 | > loss_disc: 2.484293222427368 (2.1473369333479138) | > loss_disc_real_0: 0.2397851198911667 (0.15409746021032333) | > loss_disc_real_1: 0.2050495594739914 (0.22172247535652584) | > loss_disc_real_2: 0.24739819765090942 (0.21328888833522797) | > loss_disc_real_3: 0.30830758810043335 (0.2517776091893514) | > loss_disc_real_4: 0.2636120915412903 (0.24716563357247245) | > loss_disc_real_5: 0.3126704692840576 (0.24561267097791037) | > loss_0: 2.484293222427368 (2.1473369333479138) | > loss_gen: 2.8165488243103027 (3.1088448895348444) | > loss_kl: 1.8424923419952393 (2.3849476840760975) | > loss_feat: 7.69138765335083 (7.629116164313422) | > loss_mel: 18.65227508544922 (19.573456658257378) | > loss_duration: 2.1008944511413574 (2.2780047522650824) | > loss_1: 33.103599548339844 (34.97436989678277)  --> STEP: 10 | > loss_disc: 2.5445966720581055 (2.187062907218933) | > loss_disc_real_0: 0.1712978184223175 (0.15581749603152276) | > loss_disc_real_1: 0.303742915391922 (0.22992451936006547) | > loss_disc_real_2: 0.2481599897146225 (0.21677599847316742) | > loss_disc_real_3: 0.28051456809043884 (0.25465130507946016) | > loss_disc_real_4: 0.2774377167224884 (0.25019284188747404) | > loss_disc_real_5: 0.28933441638946533 (0.24998484551906586) | > loss_0: 2.5445966720581055 (2.187062907218933) | > loss_gen: 2.86289644241333 (3.084250044822693) | > loss_kl: 1.9591530561447144 (2.342368221282959) | > loss_feat: 5.158858776092529 (7.382090425491333) | > loss_mel: 16.59587860107422 (19.275698852539062) | > loss_duration: 2.3117117881774902 (2.281375455856323) | > loss_1: 28.888498306274414 (34.365782737731934)  --> STEP: 11 | > loss_disc: 2.614959239959717 (2.2259625738317315) | > loss_disc_real_0: 0.1331215351819992 (0.15375422686338425) | > loss_disc_real_1: 0.17414641380310059 (0.22485378249125046) | > loss_disc_real_2: 0.24932114779949188 (0.2197346484119242) | > loss_disc_real_3: 0.3343594968318939 (0.2618975043296814) | > loss_disc_real_4: 0.35695338249206543 (0.25989834557880054) | > loss_disc_real_5: 0.3413250148296356 (0.2582884972745722) | > loss_0: 2.614959239959717 (2.2259625738317315) | > loss_gen: 2.5088462829589844 (3.031940611925992) | > loss_kl: 2.179992914199829 (2.3276068297299473) | > loss_feat: 5.290140628814697 (7.191913171248003) | > loss_mel: 20.081348419189453 (19.34893972223455) | > loss_duration: 2.4181766510009766 (2.2938119281422007) | > loss_1: 32.47850799560547 (34.19421230662953)  --> STEP: 12 | > loss_disc: 2.119701862335205 (2.2171075145403543) | > loss_disc_real_0: 0.10378425568342209 (0.1495900625983874) | > loss_disc_real_1: 0.23737210035324097 (0.22589697564641634) | > loss_disc_real_2: 0.23804505169391632 (0.2212605153520902) | > loss_disc_real_3: 0.2475307434797287 (0.260700274258852) | > loss_disc_real_4: 0.21970942616462708 (0.25654926896095276) | > loss_disc_real_5: 0.24862298369407654 (0.2574830378095309) | > loss_0: 2.119701862335205 (2.2171075145403543) | > loss_gen: 2.773254156112671 (3.010383407274882) | > loss_kl: 2.043632745742798 (2.303942322731018) | > loss_feat: 6.315060138702393 (7.118842085202535) | > loss_mel: 18.92837905883789 (19.31389300028483) | > loss_duration: 2.1846063137054443 (2.284711460272471) | > loss_1: 32.244930267333984 (34.03177213668824)  --> STEP: 13 | > loss_disc: 2.4846510887145996 (2.2376877894768348) | > loss_disc_real_0: 0.12925294041633606 (0.14802566858438346) | > loss_disc_real_1: 0.17801877856254578 (0.22221403740919554) | > loss_disc_real_2: 0.25908058881759644 (0.22416975177251375) | > loss_disc_real_3: 0.2722734212875366 (0.2615905163379816) | > loss_disc_real_4: 0.28876322507858276 (0.25902726558538586) | > loss_disc_real_5: 0.2775268256664276 (0.2590248676446768) | > loss_0: 2.4846510887145996 (2.2376877894768348) | > loss_gen: 2.4221696853637695 (2.9651361978971043) | > loss_kl: 2.3605802059173584 (2.308299082976121) | > loss_feat: 5.0577216148376465 (6.960294356712928) | > loss_mel: 15.9871244430542 (19.057987726651703) | > loss_duration: 2.182288646697998 (2.276832782305204) | > loss_1: 28.009883880615234 (33.568549963144164)  --> STEP: 14 | > loss_disc: 2.4669370651245117 (2.254062737737383) | > loss_disc_real_0: 0.187934011220932 (0.15087626448699407) | > loss_disc_real_1: 0.2508615553379059 (0.2242602886898177) | > loss_disc_real_2: 0.20447610318660736 (0.22276306258780615) | > loss_disc_real_3: 0.30059173703193665 (0.26437631781612125) | > loss_disc_real_4: 0.2830047309398651 (0.2607399416821344) | > loss_disc_real_5: 0.3197176158428192 (0.2633600639445441) | > loss_0: 2.4669370651245117 (2.254062737737383) | > loss_gen: 2.7730512619018555 (2.951415845326015) | > loss_kl: 3.2143964767456055 (2.3730203253882274) | > loss_feat: 7.841338157653809 (7.023226056780134) | > loss_mel: 18.803125381469727 (19.039783273424423) | > loss_duration: 2.360987663269043 (2.2828438452311923) | > loss_1: 34.99290084838867 (33.6702893120902)  --> STEP: 15 | > loss_disc: 2.40199613571167 (2.2639249642690022) | > loss_disc_real_0: 0.20433400571346283 (0.15444011390209197) | > loss_disc_real_1: 0.2982097864151001 (0.22919025520483652) | > loss_disc_real_2: 0.22281819581985474 (0.22276673813660938) | > loss_disc_real_3: 0.3139706254005432 (0.26768260498841606) | > loss_disc_real_4: 0.2806076109409332 (0.2620644529660543) | > loss_disc_real_5: 0.3037322461605072 (0.2660515427589416) | > loss_0: 2.40199613571167 (2.2639249642690022) | > loss_gen: 3.254361391067505 (2.9716122150421143) | > loss_kl: 1.9269243478775024 (2.3432805935541787) | > loss_feat: 8.641535758972168 (7.131113370259603) | > loss_mel: 19.51534080505371 (19.071487108866375) | > loss_duration: 2.239025115966797 (2.279922596613566) | > loss_1: 35.577186584472656 (33.79741579691569)  --> STEP: 16 | > loss_disc: 2.3921704292297363 (2.271940305829048) | > loss_disc_real_0: 0.20797860622406006 (0.15778626967221498) | > loss_disc_real_1: 0.23127198219299316 (0.22932036314159632) | > loss_disc_real_2: 0.2080262154340744 (0.22184545546770096) | > loss_disc_real_3: 0.27479368448257446 (0.26812704745680094) | > loss_disc_real_4: 0.22423861920833588 (0.2597003383561969) | > loss_disc_real_5: 0.17900341749191284 (0.2606110349297523) | > loss_0: 2.3921704292297363 (2.271940305829048) | > loss_gen: 2.4952731132507324 (2.941841021180153) | > loss_kl: 2.5945327281951904 (2.358983851969242) | > loss_feat: 7.888929843902588 (7.178476899862289) | > loss_mel: 18.601709365844727 (19.04212599992752) | > loss_duration: 2.3447935581207275 (2.2839770317077637) | > loss_1: 33.92523956298828 (33.80540478229523)  --> STEP: 17 | > loss_disc: 2.058823585510254 (2.2594040281632366) | > loss_disc_real_0: 0.08860268443822861 (0.15371664701139226) | > loss_disc_real_1: 0.16476665437221527 (0.22552308615516214) | > loss_disc_real_2: 0.2010723054409027 (0.22062350546612458) | > loss_disc_real_3: 0.272228479385376 (0.26836830815848184) | > loss_disc_real_4: 0.161464661359787 (0.25392176912111397) | > loss_disc_real_5: 0.20314811170101166 (0.2572308629751205) | > loss_0: 2.058823585510254 (2.2594040281632366) | > loss_gen: 2.6771435737609863 (2.9262705830966724) | > loss_kl: 2.1523711681365967 (2.346830164684969) | > loss_feat: 8.618471145629883 (7.2631824437309715) | > loss_mel: 20.37287139892578 (19.120405141045065) | > loss_duration: 2.3469417095184326 (2.2876808362848617) | > loss_1: 36.16780090332031 (33.94436926000259)  --> STEP: 18 | > loss_disc: 1.9284569025039673 (2.241018076737722) | > loss_disc_real_0: 0.07346674799919128 (0.1492583192884922) | > loss_disc_real_1: 0.1356857270002365 (0.22053212175766626) | > loss_disc_real_2: 0.21131886541843414 (0.2201065810190307) | > loss_disc_real_3: 0.21578343212604523 (0.2654469261566798) | > loss_disc_real_4: 0.17898142337799072 (0.24975841657982933) | > loss_disc_real_5: 0.1565275341272354 (0.25163623359468246) | > loss_0: 1.9284569025039673 (2.241018076737722) | > loss_gen: 2.791487693786621 (2.9187826448016696) | > loss_kl: 2.2342934608459473 (2.340578125582801) | > loss_feat: 9.036006927490234 (7.361672692828709) | > loss_mel: 19.002628326416016 (19.113861984676785) | > loss_duration: 2.218231201171875 (2.283822523223029) | > loss_1: 35.28264617919922 (34.01871797773573)  --> STEP: 19 | > loss_disc: 2.0738589763641357 (2.2322202293496383) | > loss_disc_real_0: 0.17648258805274963 (0.1506911755392426) | > loss_disc_real_1: 0.13684973120689392 (0.21612778541288877) | > loss_disc_real_2: 0.17870476841926575 (0.217927538250622) | > loss_disc_real_3: 0.25806573033332825 (0.26505844216597707) | > loss_disc_real_4: 0.2613172233104706 (0.2503667748288104) | > loss_disc_real_5: 0.18926016986370087 (0.24835328287199923) | > loss_0: 2.0738589763641357 (2.2322202293496383) | > loss_gen: 3.049931764602661 (2.9256852300543534) | > loss_kl: 1.8178596496582031 (2.3130666268499276) | > loss_feat: 9.14786434173584 (7.455682779613294) | > loss_mel: 19.647310256958008 (19.14193820953369) | > loss_duration: 2.284066677093506 (2.2838353734267387) | > loss_1: 35.94702911376953 (34.120208037526986)  --> STEP: 20 | > loss_disc: 2.461707830429077 (2.2436946094036103) | > loss_disc_real_0: 0.22383148968219757 (0.15434819124639035) | > loss_disc_real_1: 0.2648715376853943 (0.21856497302651406) | > loss_disc_real_2: 0.3047564625740051 (0.22226898446679116) | > loss_disc_real_3: 0.31042638421058655 (0.26732683926820755) | > loss_disc_real_4: 0.2822756767272949 (0.2519622199237347) | > loss_disc_real_5: 0.2768752872943878 (0.24977938309311867) | > loss_0: 2.461707830429077 (2.2436946094036103) | > loss_gen: 3.202540874481201 (2.9395280122756957) | > loss_kl: 1.9619762897491455 (2.2955121099948883) | > loss_feat: 6.245972156524658 (7.395197248458862) | > loss_mel: 18.248632431030273 (19.09727292060852) | > loss_duration: 2.297032356262207 (2.284495222568512) | > loss_1: 31.956153869628906 (34.01200532913208)  --> STEP: 21 | > loss_disc: 2.0697803497314453 (2.23541297799065) | > loss_disc_real_0: 0.11429966241121292 (0.15244111844471522) | > loss_disc_real_1: 0.18074820935726166 (0.21676417475654966) | > loss_disc_real_2: 0.26445460319519043 (0.22427782345385777) | > loss_disc_real_3: 0.24194282293319702 (0.266118076585588) | > loss_disc_real_4: 0.2466689646244049 (0.2517101601475761) | > loss_disc_real_5: 0.2691371440887451 (0.25070118123576757) | > loss_0: 2.0697803497314453 (2.23541297799065) | > loss_gen: 3.3362772464752197 (2.9584208329518638) | > loss_kl: 1.612058162689209 (2.262966683932713) | > loss_feat: 8.1670560836792 (7.431952431088402) | > loss_mel: 19.482463836669922 (19.115615345182874) | > loss_duration: 2.1505823135375977 (2.2781184173765636) | > loss_1: 34.748435974121094 (34.04707345508394)  --> STEP: 22 | > loss_disc: 2.2570290565490723 (2.236395527016033) | > loss_disc_real_0: 0.10342718660831451 (0.15021321245215155) | > loss_disc_real_1: 0.2115301638841629 (0.21652626517144116) | > loss_disc_real_2: 0.18562857806682587 (0.22252103957262906) | > loss_disc_real_3: 0.2187354415655136 (0.2639643204483119) | > loss_disc_real_4: 0.22758466005325317 (0.250613546506925) | > loss_disc_real_5: 0.25135308504104614 (0.2507308132269166) | > loss_0: 2.2570290565490723 (2.236395527016033) | > loss_gen: 2.6538779735565186 (2.9445779757066206) | > loss_kl: 2.310253381729126 (2.2651160792870955) | > loss_feat: 6.946041584014893 (7.409865574403242) | > loss_mel: 18.733205795288086 (19.098233092914928) | > loss_duration: 2.137012004852295 (2.2717044895345513) | > loss_1: 32.780391693115234 (33.98949701135809)  --> STEP: 23 | > loss_disc: 2.364405632019043 (2.241961183755294) | > loss_disc_real_0: 0.16705270111560822 (0.15094536413317142) | > loss_disc_real_1: 0.23452022671699524 (0.2173086113255957) | > loss_disc_real_2: 0.2672668397426605 (0.22446650914523913) | > loss_disc_real_3: 0.3058511018753052 (0.2657854848581812) | > loss_disc_real_4: 0.3210076689720154 (0.25367416052714636) | > loss_disc_real_5: 0.29838135838508606 (0.2528025760598805) | > loss_0: 2.364405632019043 (2.241961183755294) | > loss_gen: 3.059295177459717 (2.9495656801306684) | > loss_kl: 2.011780261993408 (2.2541014785351963) | > loss_feat: 7.893743991851807 (7.430903766466224) | > loss_mel: 18.609909057617188 (19.077001613119375) | > loss_duration: 2.23380970954895 (2.2700568904047427) | > loss_1: 33.80854034423828 (33.98162933017897)  --> STEP: 24 | > loss_disc: 2.4318950176239014 (2.2498750934998193) | > loss_disc_real_0: 0.22439900040626526 (0.15400593231121698) | > loss_disc_real_1: 0.2263890951871872 (0.21768696481982866) | > loss_disc_real_2: 0.20165285468101501 (0.2235159402092298) | > loss_disc_real_3: 0.26354530453681946 (0.2656921440114578) | > loss_disc_real_4: 0.2659478485584259 (0.25418556419511634) | > loss_disc_real_5: 0.24880467355251312 (0.2526359967887402) | > loss_0: 2.4318950176239014 (2.2498750934998193) | > loss_gen: 2.7161953449249268 (2.9398419161637626) | > loss_kl: 2.1453959941864014 (2.2495720833539967) | > loss_feat: 9.223318099975586 (7.505587697029114) | > loss_mel: 19.399280548095703 (19.09042990207672) | > loss_duration: 2.3746583461761475 (2.274415284395218) | > loss_1: 35.85884475708008 (34.059846639633186)  --> STEP: 25 | > loss_disc: 2.0039193630218506 (2.2400368642807007) | > loss_disc_real_0: 0.10788512974977493 (0.1521611002087593) | > loss_disc_real_1: 0.2586534321308136 (0.21932562351226806) | > loss_disc_real_2: 0.2428945153951645 (0.2242910832166672) | > loss_disc_real_3: 0.23704344034194946 (0.2645461958646775) | > loss_disc_real_4: 0.15366803109645844 (0.25016486287117007) | > loss_disc_real_5: 0.16634802520275116 (0.24918447792530066) | > loss_0: 2.0039193630218506 (2.2400368642807007) | > loss_gen: 3.0947275161743164 (2.9460373401641844) | > loss_kl: 2.5133211612701416 (2.260122046470643) | > loss_feat: 8.683809280395508 (7.55271656036377) | > loss_mel: 16.072729110717773 (18.96972187042236) | > loss_duration: 2.3603334426879883 (2.277852010726929) | > loss_1: 32.724918365478516 (34.006449508667004)  --> STEP: 26 | > loss_disc: 2.214850664138794 (2.239068164275243) | > loss_disc_real_0: 0.10586158186197281 (0.15038034950311369) | > loss_disc_real_1: 0.17426978051662445 (0.21759270647397408) | > loss_disc_real_2: 0.2926086187362671 (0.22691868073665178) | > loss_disc_real_3: 0.21482421457767487 (0.2626338119690235) | > loss_disc_real_4: 0.19750669598579407 (0.2481395487601941) | > loss_disc_real_5: 0.20652146637439728 (0.24754359286565053) | > loss_0: 2.214850664138794 (2.239068164275243) | > loss_gen: 2.4939351081848145 (2.9286487927803626) | > loss_kl: 2.1214308738708496 (2.2547877706014203) | > loss_feat: 8.314837455749512 (7.58202890249399) | > loss_mel: 13.239516258239746 (18.749329346876877) | > loss_duration: 2.2706398963928223 (2.277574621714079) | > loss_1: 28.440359115600586 (33.79236910893368) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024360051521888147 (+4.5244510357197315e-05) | > avg_loss_disc: 2.239068164275243 (-0.075585713753334) | > avg_loss_disc_real_0: 0.15038034950311369 (+0.020409373996349484) | > avg_loss_disc_real_1: 0.21759270647397408 (+0.05357119527000648) | > avg_loss_disc_real_2: 0.22691868073665178 (+0.00033221795008731014) | > avg_loss_disc_real_3: 0.2626338119690235 (+0.06556796196561598) | > avg_loss_disc_real_4: 0.2481395487601941 (+0.016632591875699904) | > avg_loss_disc_real_5: 0.24754359286565053 (+0.045273322325486476) | > avg_loss_0: 2.239068164275243 (-0.075585713753334) | > avg_loss_gen: 2.9286487927803626 (+0.5129616352228017) | > avg_loss_kl: 2.2547877706014203 (-0.05280458927154452) | > avg_loss_feat: 7.58202890249399 (+0.29716770465557385) | > avg_loss_mel: 18.749329346876877 (-0.7739745653592678) | > avg_loss_duration: 2.277574621714079 (-0.008335608702439323) | > avg_loss_1: 33.79236910893368 (-0.024985826932457655)  > EPOCH: 207/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:01:36)   --> TIME: 2024-06-11 00:01:41 -- STEP: 14/330 -- GLOBAL_STEP: 156325 | > loss_disc: 2.1537718772888184 (2.3027512516294206) | > loss_disc_real_0: 0.10903823375701904 (0.1122534139347928) | > loss_disc_real_1: 0.2222909778356552 (0.19636197175298417) | > loss_disc_real_2: 0.20874850451946259 (0.2119874283671379) | > loss_disc_real_3: 0.21142084896564484 (0.22097277747733252) | > loss_disc_real_4: 0.21463944017887115 (0.22233159307922637) | > loss_disc_real_5: 0.20988917350769043 (0.21691130420991353) | > loss_0: 2.1537718772888184 (2.3027512516294206) | > grad_norm_0: tensor(17.5098, device='cuda:0') (tensor(16.2153, device='cuda:0')) | > loss_gen: 2.6599931716918945 (2.5029450654983525) | > loss_kl: 1.6175401210784912 (1.7421133007322038) | > loss_feat: 7.325112342834473 (6.973668575286865) | > loss_mel: 18.74026107788086 (19.221365656171525) | > loss_duration: 2.0991992950439453 (2.194523130144392) | > loss_1: 32.442108154296875 (32.634615898132324) | > grad_norm_1: tensor(62.7848, device='cuda:0') (tensor(101.6782, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3498 (0.3450082540512085) | > loader_time: 0.003 (0.0029750040599278043)  --> TIME: 2024-06-11 00:01:50 -- STEP: 39/330 -- GLOBAL_STEP: 156350 | > loss_disc: 2.229260206222534 (2.28280261846689) | > loss_disc_real_0: 0.116207554936409 (0.11233387725093426) | > loss_disc_real_1: 0.1948554366827011 (0.19794650738820052) | > loss_disc_real_2: 0.21152615547180176 (0.21120426822931337) | > loss_disc_real_3: 0.2135554999113083 (0.21844428548446068) | > loss_disc_real_4: 0.1915253847837448 (0.2192771858893908) | > loss_disc_real_5: 0.16469965875148773 (0.21216667080536866) | > loss_0: 2.229260206222534 (2.28280261846689) | > grad_norm_0: tensor(10.3752, device='cuda:0') (tensor(13.7259, device='cuda:0')) | > loss_gen: 2.5889041423797607 (2.543709528751862) | > loss_kl: 2.018869161605835 (1.7565678786008785) | > loss_feat: 8.82020092010498 (7.202850830860627) | > loss_mel: 19.16860008239746 (19.129755704830853) | > loss_duration: 2.056493043899536 (2.108171022855319) | > loss_1: 34.65306854248047 (32.74105517069498) | > grad_norm_1: tensor(61.4325, device='cuda:0') (tensor(117.6784, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3391 (0.34530081504430526) | > loader_time: 0.0032 (0.0031595474634415065)  --> TIME: 2024-06-11 00:01:59 -- STEP: 64/330 -- GLOBAL_STEP: 156375 | > loss_disc: 2.254305124282837 (2.281015448272228) | > loss_disc_real_0: 0.11166761815547943 (0.11004824860719964) | > loss_disc_real_1: 0.225676491856575 (0.19750011258292943) | > loss_disc_real_2: 0.25673991441726685 (0.2142759752459824) | > loss_disc_real_3: 0.23467378318309784 (0.2222108799032867) | > loss_disc_real_4: 0.20923317968845367 (0.21923110145144165) | > loss_disc_real_5: 0.18880751729011536 (0.21205944358371198) | > loss_0: 2.254305124282837 (2.281015448272228) | > grad_norm_0: tensor(6.2315, device='cuda:0') (tensor(16.4340, device='cuda:0')) | > loss_gen: 2.650216579437256 (2.573579002171755) | > loss_kl: 1.7847310304641724 (1.7509522177278996) | > loss_feat: 7.492940902709961 (7.3384909853339195) | > loss_mel: 19.418785095214844 (19.150464117527008) | > loss_duration: 2.0266923904418945 (2.0793572440743446) | > loss_1: 33.37336730957031 (32.89284366369247) | > grad_norm_1: tensor(251.6075, device='cuda:0') (tensor(160.0253, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3517 (0.34828727692365646) | > loader_time: 0.0036 (0.0033122077584266663)  --> TIME: 2024-06-11 00:02:08 -- STEP: 89/330 -- GLOBAL_STEP: 156400 | > loss_disc: 2.2685353755950928 (2.2755806419286837) | > loss_disc_real_0: 0.14495417475700378 (0.10961540809340692) | > loss_disc_real_1: 0.17609132826328278 (0.19749180863747437) | > loss_disc_real_2: 0.21732158958911896 (0.21300184843915232) | > loss_disc_real_3: 0.2130783200263977 (0.22257851248376825) | > loss_disc_real_4: 0.19049109518527985 (0.2184572077534172) | > loss_disc_real_5: 0.19960077106952667 (0.21136052236798103) | > loss_0: 2.2685353755950928 (2.2755806419286837) | > grad_norm_0: tensor(29.5569, device='cuda:0') (tensor(18.8362, device='cuda:0')) | > loss_gen: 2.62813138961792 (2.5812064101187024) | > loss_kl: 1.827261209487915 (1.7618100723523773) | > loss_feat: 7.492604732513428 (7.353585645054164) | > loss_mel: 19.060678482055664 (19.143669449881223) | > loss_duration: 2.0655856132507324 (2.0681151232022916) | > loss_1: 33.07426071166992 (32.90838683053347) | > grad_norm_1: tensor(463.9511, device='cuda:0') (tensor(199.5010, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3517 (0.3507667980837019) | > loader_time: 0.0041 (0.0034572247708781383)  --> TIME: 2024-06-11 00:02:18 -- STEP: 114/330 -- GLOBAL_STEP: 156425 | > loss_disc: 2.282240152359009 (2.2700904022183335) | > loss_disc_real_0: 0.09157206118106842 (0.11011811871931218) | > loss_disc_real_1: 0.18821999430656433 (0.19786966611680232) | > loss_disc_real_2: 0.17717033624649048 (0.2130202966039641) | > loss_disc_real_3: 0.20502351224422455 (0.22165779795563012) | > loss_disc_real_4: 0.1807396411895752 (0.2165994725206442) | > loss_disc_real_5: 0.152425616979599 (0.20908916022693902) | > loss_0: 2.282240152359009 (2.2700904022183335) | > grad_norm_0: tensor(16.4014, device='cuda:0') (tensor(20.4378, device='cuda:0')) | > loss_gen: 2.7150886058807373 (2.5996895003737053) | > loss_kl: 1.6077393293380737 (1.7548838947948657) | > loss_feat: 8.595115661621094 (7.479597434662936) | > loss_mel: 20.204200744628906 (19.18802351700632) | > loss_duration: 2.0650393962860107 (2.0647278218938596) | > loss_1: 35.18718338012695 (33.08692217709726) | > grad_norm_1: tensor(318.7176, device='cuda:0') (tensor(221.7661, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3787 (0.35460479217663143) | > loader_time: 0.0037 (0.00353782009660152)  --> TIME: 2024-06-11 00:02:27 -- STEP: 139/330 -- GLOBAL_STEP: 156450 | > loss_disc: 2.1855478286743164 (2.250003076285767) | > loss_disc_real_0: 0.23280930519104004 (0.10971656672174124) | > loss_disc_real_1: 0.24983136355876923 (0.1979741805212961) | > loss_disc_real_2: 0.2240580916404724 (0.2122577855484091) | > loss_disc_real_3: 0.1886596381664276 (0.21988514205105872) | > loss_disc_real_4: 0.18159674108028412 (0.21286775043113626) | > loss_disc_real_5: 0.1693926602602005 (0.20666757279591597) | > loss_0: 2.1855478286743164 (2.250003076285767) | > grad_norm_0: tensor(79.3912, device='cuda:0') (tensor(21.5203, device='cuda:0')) | > loss_gen: 2.861100196838379 (2.643251533988568) | > loss_kl: 1.6340570449829102 (1.741629784055751) | > loss_feat: 7.940157413482666 (7.612813277210263) | > loss_mel: 19.57299041748047 (19.2819279732464) | > loss_duration: 2.1156435012817383 (2.0667120595630126) | > loss_1: 34.12394714355469 (33.34633464950451) | > grad_norm_1: tensor(418.6422, device='cuda:0') (tensor(231.4277, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3713 (0.3571944133840876) | > loader_time: 0.0041 (0.0036827608835782936)  --> TIME: 2024-06-11 00:02:37 -- STEP: 164/330 -- GLOBAL_STEP: 156475 | > loss_disc: 2.0950167179107666 (2.2359624519580756) | > loss_disc_real_0: 0.06452830135822296 (0.11029772496804958) | > loss_disc_real_1: 0.19405443966388702 (0.19662765127311393) | > loss_disc_real_2: 0.19003652036190033 (0.21104472166881327) | > loss_disc_real_3: 0.1718480885028839 (0.21898083116223171) | > loss_disc_real_4: 0.18778346478939056 (0.21115145950419148) | > loss_disc_real_5: 0.19992588460445404 (0.20368777442632652) | > loss_0: 2.0950167179107666 (2.2359624519580756) | > grad_norm_0: tensor(7.1285, device='cuda:0') (tensor(23.4812, device='cuda:0')) | > loss_gen: 2.9002223014831543 (2.680779503612984) | > loss_kl: 1.7357693910598755 (1.737398963149001) | > loss_feat: 8.956146240234375 (7.730844474420315) | > loss_mel: 19.047992706298828 (19.340248770830108) | > loss_duration: 2.1321887969970703 (2.067656763443132) | > loss_1: 34.772315979003906 (33.55692855323233) | > grad_norm_1: tensor(316.4742, device='cuda:0') (tensor(244.0067, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.384 (0.3599205482296827) | > loader_time: 0.0041 (0.0037738259245709677)  --> TIME: 2024-06-11 00:02:47 -- STEP: 189/330 -- GLOBAL_STEP: 156500 | > loss_disc: 2.2802939414978027 (2.2416016866290374) | > loss_disc_real_0: 0.19112572073936462 (0.10976074754245697) | > loss_disc_real_1: 0.2243056297302246 (0.19759541982538487) | > loss_disc_real_2: 0.2257092148065567 (0.21202200998074164) | > loss_disc_real_3: 0.22017322480678558 (0.21939840857629422) | > loss_disc_real_4: 0.2359190136194229 (0.21185504830388166) | > loss_disc_real_5: 0.21262799203395844 (0.20513140934484977) | > loss_0: 2.2802939414978027 (2.2416016866290374) | > grad_norm_0: tensor(78.6106, device='cuda:0') (tensor(24.0600, device='cuda:0')) | > loss_gen: 2.6253185272216797 (2.681096586600813) | > loss_kl: 1.7078975439071655 (1.7358574760023249) | > loss_feat: 7.515021800994873 (7.71151433419929) | > loss_mel: 18.787975311279297 (19.30044140891423) | > loss_duration: 2.142890453338623 (2.073444141281976) | > loss_1: 32.77910232543945 (33.50235397096664) | > grad_norm_1: tensor(616.4127, device='cuda:0') (tensor(255.2706, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3834 (0.36345986083701803) | > loader_time: 0.005 (0.003888696589797893) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_156500.pth  --> TIME: 2024-06-11 00:03:02 -- STEP: 214/330 -- GLOBAL_STEP: 156525 | > loss_disc: 2.362957715988159 (2.2478383757243656) | > loss_disc_real_0: 0.16049155592918396 (0.11086252690336415) | > loss_disc_real_1: 0.20012927055358887 (0.19794477205549446) | > loss_disc_real_2: 0.23247914016246796 (0.21242352693437416) | > loss_disc_real_3: 0.218163400888443 (0.2196640683529533) | > loss_disc_real_4: 0.2349511981010437 (0.21266318307580234) | > loss_disc_real_5: 0.25610464811325073 (0.20569940545013018) | > loss_0: 2.362957715988159 (2.2478383757243656) | > grad_norm_0: tensor(52.3206, device='cuda:0') (tensor(24.8070, device='cuda:0')) | > loss_gen: 2.4484121799468994 (2.668362611922148) | > loss_kl: 1.6919409036636353 (1.7350156652593167) | > loss_feat: 7.020814895629883 (7.690487788102337) | > loss_mel: 18.277694702148438 (19.241659583332392) | > loss_duration: 2.165015697479248 (2.079270231946606) | > loss_1: 31.603879928588867 (33.41479593793922) | > grad_norm_1: tensor(478.0715, device='cuda:0') (tensor(266.2098, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.3942 (0.36780861382172486) | > loader_time: 0.005 (0.004048886700211285)  --> TIME: 2024-06-11 00:03:12 -- STEP: 239/330 -- GLOBAL_STEP: 156550 | > loss_disc: 2.200052261352539 (2.248902691956843) | > loss_disc_real_0: 0.0649796649813652 (0.11096310331856357) | > loss_disc_real_1: 0.1641661375761032 (0.1984336690112138) | > loss_disc_real_2: 0.19882947206497192 (0.21192341076529675) | > loss_disc_real_3: 0.20376348495483398 (0.21964404361018575) | > loss_disc_real_4: 0.20209623873233795 (0.21271788612569226) | > loss_disc_real_5: 0.23725372552871704 (0.2055622921578555) | > loss_0: 2.200052261352539 (2.248902691956843) | > grad_norm_0: tensor(45.3803, device='cuda:0') (tensor(25.1741, device='cuda:0')) | > loss_gen: 2.92236065864563 (2.6598866584410725) | > loss_kl: 1.6752599477767944 (1.7376819559719772) | > loss_feat: 8.474781036376953 (7.674935809737968) | > loss_mel: 19.775129318237305 (19.195482054514873) | > loss_duration: 2.099445343017578 (2.0861119440908706) | > loss_1: 34.94697570800781 (33.354098475627815) | > grad_norm_1: tensor(290.9066, device='cuda:0') (tensor(273.6304, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.4231 (0.3716890003890672) | > loader_time: 0.006 (0.004189309714728318)  --> TIME: 2024-06-11 00:03:24 -- STEP: 264/330 -- GLOBAL_STEP: 156575 | > loss_disc: 2.3594412803649902 (2.253884095134157) | > loss_disc_real_0: 0.09597385674715042 (0.11248732967810197) | > loss_disc_real_1: 0.19898994266986847 (0.19875256087856763) | > loss_disc_real_2: 0.19233936071395874 (0.212471846603986) | > loss_disc_real_3: 0.21564462780952454 (0.21978807708982265) | > loss_disc_real_4: 0.27888253331184387 (0.213216207639286) | > loss_disc_real_5: 0.19562384486198425 (0.20614341494034638) | > loss_0: 2.3594412803649902 (2.253884095134157) | > grad_norm_0: tensor(30.6470, device='cuda:0') (tensor(27.0626, device='cuda:0')) | > loss_gen: 2.5815765857696533 (2.6568866408232488) | > loss_kl: 1.740932583808899 (1.7385136345119188) | > loss_feat: 7.61899995803833 (7.670617286002997) | > loss_mel: 18.172834396362305 (19.139315178900063) | > loss_duration: 2.177237033843994 (2.0926073044538502) | > loss_1: 32.29158401489258 (33.29794008804089) | > grad_norm_1: tensor(422.3703, device='cuda:0') (tensor(280.1973, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.4473 (0.3776713727098523) | > loader_time: 0.006 (0.004343345309748793)  --> TIME: 2024-06-11 00:03:35 -- STEP: 289/330 -- GLOBAL_STEP: 156600 | > loss_disc: 2.3366854190826416 (2.2593073259175442) | > loss_disc_real_0: 0.062455132603645325 (0.11302191563027952) | > loss_disc_real_1: 0.26971110701560974 (0.19931382773553624) | > loss_disc_real_2: 0.22645726799964905 (0.2128504370838713) | > loss_disc_real_3: 0.25453242659568787 (0.22060856950118055) | > loss_disc_real_4: 0.21777231991291046 (0.2136909946747717) | > loss_disc_real_5: 0.22398680448532104 (0.20667447062099678) | > loss_0: 2.3366854190826416 (2.2593073259175442) | > grad_norm_0: tensor(25.9957, device='cuda:0') (tensor(29.0555, device='cuda:0')) | > loss_gen: 2.4766063690185547 (2.6554685810445493) | > loss_kl: 1.7752621173858643 (1.7408950407199792) | > loss_feat: 7.548882961273193 (7.677015098320984) | > loss_mel: 17.46340560913086 (19.087277864502376) | > loss_duration: 2.231369972229004 (2.1005417884014883) | > loss_1: 31.495529174804688 (33.26119840021363) | > grad_norm_1: tensor(283.9614, device='cuda:0') (tensor(292.9997, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.4579 (0.3836242261642403) | > loader_time: 0.0067 (0.004528884656701533)  --> TIME: 2024-06-11 00:03:48 -- STEP: 314/330 -- GLOBAL_STEP: 156625 | > loss_disc: 2.2081596851348877 (2.2611200680398658) | > loss_disc_real_0: 0.17271845042705536 (0.11353044267625186) | > loss_disc_real_1: 0.2252049446105957 (0.19953225541171768) | > loss_disc_real_2: 0.19464844465255737 (0.21272988683858496) | > loss_disc_real_3: 0.19658178091049194 (0.22000909786505304) | > loss_disc_real_4: 0.16311343014240265 (0.2135196031563601) | > loss_disc_real_5: 0.17406636476516724 (0.20697807795872344) | > loss_0: 2.2081596851348877 (2.2611200680398658) | > grad_norm_0: tensor(38.2478, device='cuda:0') (tensor(29.8906, device='cuda:0')) | > loss_gen: 2.706812858581543 (2.652123249260482) | > loss_kl: 1.7060927152633667 (1.7441855995518387) | > loss_feat: 7.7376484870910645 (7.686837108271896) | > loss_mel: 17.88116455078125 (19.019462603672295) | > loss_duration: 2.2941017150878906 (2.112267045838058) | > loss_1: 32.32582092285156 (33.21487564038319) | > grad_norm_1: tensor(374.1948, device='cuda:0') (tensor(298.1663, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.5311 (0.39326258753515364) | > loader_time: 0.0081 (0.004766685947491104)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5364632606506348 (2.5364632606506348) | > loss_disc_real_0: 0.13060078024864197 (0.13060078024864197) | > loss_disc_real_1: 0.2112719714641571 (0.2112719714641571) | > loss_disc_real_2: 0.16326908767223358 (0.16326908767223358) | > loss_disc_real_3: 0.35632747411727905 (0.35632747411727905) | > loss_disc_real_4: 0.26351654529571533 (0.26351654529571533) | > loss_disc_real_5: 0.26753002405166626 (0.26753002405166626) | > loss_0: 2.5364632606506348 (2.5364632606506348) | > loss_gen: 2.4130311012268066 (2.4130311012268066) | > loss_kl: 1.4066812992095947 (1.4066812992095947) | > loss_feat: 5.313949108123779 (5.313949108123779) | > loss_mel: 16.53607940673828 (16.53607940673828) | > loss_duration: 2.9256246089935303 (2.9256246089935303) | > loss_1: 28.595365524291992 (28.595365524291992)  --> STEP: 1 | > loss_disc: 2.041926145553589 (2.041926145553589) | > loss_disc_real_0: 0.04904283583164215 (0.04904283583164215) | > loss_disc_real_1: 0.11729558557271957 (0.11729558557271957) | > loss_disc_real_2: 0.13230954110622406 (0.13230954110622406) | > loss_disc_real_3: 0.19810980558395386 (0.19810980558395386) | > loss_disc_real_4: 0.19210532307624817 (0.19210532307624817) | > loss_disc_real_5: 0.22930827736854553 (0.22930827736854553) | > loss_0: 2.041926145553589 (2.041926145553589) | > loss_gen: 2.456998825073242 (2.456998825073242) | > loss_kl: 2.0875258445739746 (2.0875258445739746) | > loss_feat: 7.538968563079834 (7.538968563079834) | > loss_mel: 20.79889678955078 (20.79889678955078) | > loss_duration: 2.385878324508667 (2.385878324508667) | > loss_1: 35.268272399902344 (35.268272399902344)  --> STEP: 2 | > loss_disc: 2.4646682739257812 (2.253297209739685) | > loss_disc_real_0: 0.051560044288635254 (0.0503014400601387) | > loss_disc_real_1: 0.12696953117847443 (0.122132558375597) | > loss_disc_real_2: 0.3116963505744934 (0.22200294584035873) | > loss_disc_real_3: 0.3424878716468811 (0.2702988386154175) | > loss_disc_real_4: 0.2901458442211151 (0.24112558364868164) | > loss_disc_real_5: 0.2825792133808136 (0.25594374537467957) | > loss_0: 2.4646682739257812 (2.253297209739685) | > loss_gen: 2.407646894454956 (2.432322859764099) | > loss_kl: 2.226396322250366 (2.1569610834121704) | > loss_feat: 5.833733081817627 (6.6863508224487305) | > loss_mel: 19.602081298828125 (20.200489044189453) | > loss_duration: 2.378093719482422 (2.3819860219955444) | > loss_1: 32.44795227050781 (33.85811233520508)  --> STEP: 3 | > loss_disc: 2.2861971855163574 (2.264263868331909) | > loss_disc_real_0: 0.14284482598304749 (0.08114923536777496) | > loss_disc_real_1: 0.1561674028635025 (0.13347750653823218) | > loss_disc_real_2: 0.22762370109558105 (0.22387653092543283) | > loss_disc_real_3: 0.2806098759174347 (0.2737358510494232) | > loss_disc_real_4: 0.23511384427547455 (0.23912167052427927) | > loss_disc_real_5: 0.1977526843547821 (0.23654672503471375) | > loss_0: 2.2861971855163574 (2.264263868331909) | > loss_gen: 2.5288310050964355 (2.4644922415415444) | > loss_kl: 2.61183500289917 (2.3085857232411704) | > loss_feat: 6.869231224060059 (6.747310956319173) | > loss_mel: 20.774538040161133 (20.391838709513348) | > loss_duration: 2.2803947925567627 (2.3481222788492837) | > loss_1: 35.0648307800293 (34.26035181681315)  --> STEP: 4 | > loss_disc: 2.15861439704895 (2.2378515005111694) | > loss_disc_real_0: 0.11213762313127518 (0.08889633230865002) | > loss_disc_real_1: 0.17152990400791168 (0.14299060590565205) | > loss_disc_real_2: 0.14345651865005493 (0.20377152785658836) | > loss_disc_real_3: 0.24458067119121552 (0.2664470560848713) | > loss_disc_real_4: 0.21475259959697723 (0.23302940279245377) | > loss_disc_real_5: 0.168142631649971 (0.21944570168852806) | > loss_0: 2.15861439704895 (2.2378515005111694) | > loss_gen: 2.2739086151123047 (2.4168463349342346) | > loss_kl: 2.2187130451202393 (2.2861175537109375) | > loss_feat: 7.790509223937988 (7.008110523223877) | > loss_mel: 18.7303466796875 (19.976465702056885) | > loss_duration: 2.246076822280884 (2.322610914707184) | > loss_1: 33.25955581665039 (34.01015281677246)  --> STEP: 5 | > loss_disc: 2.287893772125244 (2.2478599548339844) | > loss_disc_real_0: 0.1175147294998169 (0.09462001174688339) | > loss_disc_real_1: 0.20707280933856964 (0.15580704659223557) | > loss_disc_real_2: 0.22255411744117737 (0.20752804577350617) | > loss_disc_real_3: 0.33770743012428284 (0.2806991308927536) | > loss_disc_real_4: 0.2198238968849182 (0.23038830161094664) | > loss_disc_real_5: 0.22465087473392487 (0.22048673629760743) | > loss_0: 2.287893772125244 (2.2478599548339844) | > loss_gen: 2.6305253505706787 (2.4595821380615233) | > loss_kl: 2.1801366806030273 (2.2649213790893556) | > loss_feat: 6.578212738037109 (6.922130966186524) | > loss_mel: 19.252973556518555 (19.831767272949218) | > loss_duration: 2.3638064861297607 (2.330850028991699) | > loss_1: 33.005653381347656 (33.8092529296875)  --> STEP: 6 | > loss_disc: 2.3172335624694824 (2.259422222773234) | > loss_disc_real_0: 0.08081674575805664 (0.09231946741541226) | > loss_disc_real_1: 0.15272900462150574 (0.15529403959711394) | > loss_disc_real_2: 0.21234868466854095 (0.2083314855893453) | > loss_disc_real_3: 0.2928272783756256 (0.2827204888065656) | > loss_disc_real_4: 0.2007942944765091 (0.2254559670885404) | > loss_disc_real_5: 0.19279025495052338 (0.21587065607309341) | > loss_0: 2.3172335624694824 (2.259422222773234) | > loss_gen: 2.274580240249634 (2.4287484884262085) | > loss_kl: 2.1633479595184326 (2.247992475827535) | > loss_feat: 6.821972370147705 (6.905437866846721) | > loss_mel: 20.413400650024414 (19.928706169128418) | > loss_duration: 2.1820688247680664 (2.3060531616210938) | > loss_1: 33.855369567871094 (33.81693903605143)  --> STEP: 7 | > loss_disc: 2.5960822105407715 (2.307516506740025) | > loss_disc_real_0: 0.15867304801940918 (0.1017985503588404) | > loss_disc_real_1: 0.22035905718803406 (0.16458904211010253) | > loss_disc_real_2: 0.20048947632312775 (0.20721119855131423) | > loss_disc_real_3: 0.3251086473464966 (0.28877594002655577) | > loss_disc_real_4: 0.27653488516807556 (0.23275295538561686) | > loss_disc_real_5: 0.3091508448123932 (0.2291963973215648) | > loss_0: 2.5960822105407715 (2.307516506740025) | > loss_gen: 2.4796862602233887 (2.436025312968663) | > loss_kl: 3.158682107925415 (2.3780909946986606) | > loss_feat: 6.048947334289551 (6.783082076481411) | > loss_mel: 19.027084350585938 (19.799903052193777) | > loss_duration: 2.4166064262390137 (2.3218464851379395) | > loss_1: 33.13100814819336 (33.71894890921457)  --> STEP: 8 | > loss_disc: 2.4454562664031982 (2.3247589766979218) | > loss_disc_real_0: 0.10972694307565689 (0.10278959944844246) | > loss_disc_real_1: 0.18000760674476624 (0.16651636268943548) | > loss_disc_real_2: 0.227356418967247 (0.20972935110330582) | > loss_disc_real_3: 0.32877492904663086 (0.29377581365406513) | > loss_disc_real_4: 0.266591876745224 (0.23698282055556774) | > loss_disc_real_5: 0.25722888112068176 (0.23270045779645443) | > loss_0: 2.4454562664031982 (2.3247589766979218) | > loss_gen: 2.774641275405884 (2.4783523082733154) | > loss_kl: 2.363605260848999 (2.376280277967453) | > loss_feat: 9.702672004699707 (7.1480308175086975) | > loss_mel: 20.759668350219727 (19.91987371444702) | > loss_duration: 2.20186710357666 (2.3068490624427795) | > loss_1: 37.80245590209961 (34.229387283325195)  --> STEP: 9 | > loss_disc: 2.2620902061462402 (2.3177957799699573) | > loss_disc_real_0: 0.08442532271146774 (0.10074912425544527) | > loss_disc_real_1: 0.10374706983566284 (0.15954199681679407) | > loss_disc_real_2: 0.22851626574993134 (0.21181678606404197) | > loss_disc_real_3: 0.2530107796192169 (0.2892463654279709) | > loss_disc_real_4: 0.21836109459400177 (0.23491373989317152) | > loss_disc_real_5: 0.16783657670021057 (0.22549335989687178) | > loss_0: 2.2620902061462402 (2.3177957799699573) | > loss_gen: 2.2531392574310303 (2.453328635957506) | > loss_kl: 2.322711229324341 (2.3703281614515515) | > loss_feat: 9.315546035766602 (7.388865841759576) | > loss_mel: 20.427106857299805 (19.976232952541775) | > loss_duration: 2.1031885147094727 (2.2842201126946344) | > loss_1: 36.42169189453125 (34.47297668457031)  --> STEP: 10 | > loss_disc: 2.3063509464263916 (2.3166512966156008) | > loss_disc_real_0: 0.13648471236228943 (0.10432268306612968) | > loss_disc_real_1: 0.09124579280614853 (0.15271237641572952) | > loss_disc_real_2: 0.23858974874019623 (0.2144940823316574) | > loss_disc_real_3: 0.33301734924316406 (0.2936234638094902) | > loss_disc_real_4: 0.2696736454963684 (0.2383897304534912) | > loss_disc_real_5: 0.24955447018146515 (0.2278994709253311) | > loss_0: 2.3063509464263916 (2.3166512966156008) | > loss_gen: 2.5998764038085938 (2.4679834127426146) | > loss_kl: 2.1244800090789795 (2.3457433462142943) | > loss_feat: 8.513087272644043 (7.501287984848022) | > loss_mel: 20.99535369873047 (20.078145027160645) | > loss_duration: 2.3163936138153076 (2.2874374628067016) | > loss_1: 36.549190521240234 (34.6805980682373)  --> STEP: 11 | > loss_disc: 2.491359233856201 (2.332533836364746) | > loss_disc_real_0: 0.10685323178768158 (0.10455273294990713) | > loss_disc_real_1: 0.12330830097198486 (0.15003927864811636) | > loss_disc_real_2: 0.16812364757061005 (0.21027858826247128) | > loss_disc_real_3: 0.28883883357048035 (0.29318849742412567) | > loss_disc_real_4: 0.2545732259750366 (0.23986095731908624) | > loss_disc_real_5: 0.3060653805732727 (0.23500546271150763) | > loss_0: 2.491359233856201 (2.332533836364746) | > loss_gen: 2.187877655029297 (2.442519252950495) | > loss_kl: 2.5887773036956787 (2.367837342348966) | > loss_feat: 6.388355731964111 (7.4001123254949395) | > loss_mel: 19.064136505126953 (19.985962434248492) | > loss_duration: 2.442904233932495 (2.3015708056363193) | > loss_1: 32.67205047607422 (34.49800283258612)  --> STEP: 12 | > loss_disc: 2.6799283027648926 (2.361483375231425) | > loss_disc_real_0: 0.08445887267589569 (0.10287824459373951) | > loss_disc_real_1: 0.1566355675458908 (0.15058896938959757) | > loss_disc_real_2: 0.24221689999103546 (0.21294011423985162) | > loss_disc_real_3: 0.3427406847476959 (0.29731784636775654) | > loss_disc_real_4: 0.2589772343635559 (0.2414539804061254) | > loss_disc_real_5: 0.28143054246902466 (0.23887421935796738) | > loss_0: 2.6799283027648926 (2.361483375231425) | > loss_gen: 2.1173646450042725 (2.415423035621643) | > loss_kl: 2.1261138916015625 (2.3476937214533486) | > loss_feat: 6.97113037109375 (7.364363829294841) | > loss_mel: 19.284990310668945 (19.927548090616863) | > loss_duration: 2.1802425384521484 (2.291460116704305) | > loss_1: 32.679840087890625 (34.34648927052816)  --> STEP: 13 | > loss_disc: 2.5017237663269043 (2.372271097623385) | > loss_disc_real_0: 0.12370558828115463 (0.10448034795430991) | > loss_disc_real_1: 0.16988632082939148 (0.1520733810388125) | > loss_disc_real_2: 0.22934821248054504 (0.2142022756429819) | > loss_disc_real_3: 0.3413142263889313 (0.3007021832924623) | > loss_disc_real_4: 0.26022452116012573 (0.2428978681564331) | > loss_disc_real_5: 0.12127085775136948 (0.2298278069266906) | > loss_0: 2.5017237663269043 (2.372271097623385) | > loss_gen: 2.234747886657715 (2.4015249472398024) | > loss_kl: 2.479478597640991 (2.3578310196216288) | > loss_feat: 6.771442890167236 (7.318754526285025) | > loss_mel: 16.8631534576416 (19.691825426541843) | > loss_duration: 2.122770309448242 (2.278483977684608) | > loss_1: 30.471593856811523 (34.04842039254996)  --> STEP: 14 | > loss_disc: 2.149515151977539 (2.3563599586486816) | > loss_disc_real_0: 0.06824644654989243 (0.10189221213970866) | > loss_disc_real_1: 0.15592527389526367 (0.1523485162428447) | > loss_disc_real_2: 0.17192447185516357 (0.2111824325152806) | > loss_disc_real_3: 0.2630305290222168 (0.2980113508445876) | > loss_disc_real_4: 0.25813397765159607 (0.2439861616918019) | > loss_disc_real_5: 0.23823775351047516 (0.23042851739696094) | > loss_0: 2.149515151977539 (2.3563599586486816) | > loss_gen: 2.5928139686584473 (2.4151884487697055) | > loss_kl: 2.9203882217407227 (2.3980136769158498) | > loss_feat: 7.487945556640625 (7.330839599881854) | > loss_mel: 20.499189376831055 (19.749494280133927) | > loss_duration: 2.333902359008789 (2.282442433493478) | > loss_1: 35.83424377441406 (34.17597920554025)  --> STEP: 15 | > loss_disc: 2.276013135910034 (2.3510035037994386) | > loss_disc_real_0: 0.07703178375959396 (0.10023485024770101) | > loss_disc_real_1: 0.15718494355678558 (0.15267094473044077) | > loss_disc_real_2: 0.182302787899971 (0.20925712287425996) | > loss_disc_real_3: 0.31233587861061096 (0.2989663193623225) | > loss_disc_real_4: 0.26957932114601135 (0.24569237232208252) | > loss_disc_real_5: 0.2428354024887085 (0.2312556430697441) | > loss_0: 2.276013135910034 (2.3510035037994386) | > loss_gen: 2.5197458267211914 (2.422158940633138) | > loss_kl: 2.7917370796203613 (2.4242619037628175) | > loss_feat: 6.197948455810547 (7.255313523610433) | > loss_mel: 19.770631790161133 (19.750903447469074) | > loss_duration: 2.3652703762054443 (2.2879642963409426) | > loss_1: 33.64533233642578 (34.14060274759928)  --> STEP: 16 | > loss_disc: 2.446209669113159 (2.356953889131546) | > loss_disc_real_0: 0.11129247397184372 (0.10092595173045993) | > loss_disc_real_1: 0.09005287289619446 (0.14875731524080038) | > loss_disc_real_2: 0.23413516581058502 (0.21081200055778027) | > loss_disc_real_3: 0.33751380443573 (0.30137553717941046) | > loss_disc_real_4: 0.3078503906726837 (0.2495772484689951) | > loss_disc_real_5: 0.2435818612575531 (0.23202603170648217) | > loss_0: 2.446209669113159 (2.356953889131546) | > loss_gen: 2.4700169563293457 (2.425150066614151) | > loss_kl: 2.3203063011169434 (2.4177646785974503) | > loss_feat: 7.669592380523682 (7.281205952167511) | > loss_mel: 18.30204963684082 (19.66035008430481) | > loss_duration: 2.353187084197998 (2.2920407205820084) | > loss_1: 33.115150451660156 (34.07651197910309)  --> STEP: 17 | > loss_disc: 2.568147897720337 (2.3693770661073574) | > loss_disc_real_0: 0.20370759069919586 (0.10697193049332675) | > loss_disc_real_1: 0.19066961109638214 (0.15122274440877578) | > loss_disc_real_2: 0.22648610174655914 (0.21173400651006138) | > loss_disc_real_3: 0.332444965839386 (0.30320315062999725) | > loss_disc_real_4: 0.25553658604621887 (0.24992779773824356) | > loss_disc_real_5: 0.21555070579051971 (0.23105689488789616) | > loss_0: 2.568147897720337 (2.3693770661073574) | > loss_gen: 2.3950324058532715 (2.4233784395105697) | > loss_kl: 1.6478898525238037 (2.37247792412253) | > loss_feat: 5.425074577331543 (7.172021753647748) | > loss_mel: 17.38193702697754 (19.52632578681497) | > loss_duration: 2.4075167179107666 (2.2988334263072296) | > loss_1: 29.2574520111084 (33.7930378633387)  --> STEP: 18 | > loss_disc: 2.2755985260009766 (2.3641671472125583) | > loss_disc_real_0: 0.12341827154159546 (0.10788561610711946) | > loss_disc_real_1: 0.07906791567802429 (0.1472141428126229) | > loss_disc_real_2: 0.18208374083042145 (0.21008676952785915) | > loss_disc_real_3: 0.21645301580429077 (0.2983836986952358) | > loss_disc_real_4: 0.19434060156345367 (0.24683962017297745) | > loss_disc_real_5: 0.21103143692016602 (0.22994436944524446) | > loss_0: 2.2755985260009766 (2.3641671472125583) | > loss_gen: 2.5627694129943848 (2.431122382481893) | > loss_kl: 2.6966097354888916 (2.390485246976217) | > loss_feat: 11.67471981048584 (7.422171645694309) | > loss_mel: 19.937753677368164 (19.549182891845703) | > loss_duration: 2.262157678604126 (2.296795884768168) | > loss_1: 39.134010314941406 (34.0897585550944)  --> STEP: 19 | > loss_disc: 2.2406697273254395 (2.3576672830079732) | > loss_disc_real_0: 0.10027942061424255 (0.10748529002854698) | > loss_disc_real_1: 0.1382778286933899 (0.146743810490558) | > loss_disc_real_2: 0.19338512420654297 (0.20920773556357936) | > loss_disc_real_3: 0.3188077509403229 (0.2994586488133983) | > loss_disc_real_4: 0.2559928297996521 (0.2473213680480656) | > loss_disc_real_5: 0.2752024829387665 (0.23232637541858772) | > loss_0: 2.2406697273254395 (2.3576672830079732) | > loss_gen: 2.586707353591919 (2.439311065171894) | > loss_kl: 1.812351107597351 (2.360057134377329) | > loss_feat: 6.548429489135742 (7.376185216401753) | > loss_mel: 18.941619873046875 (19.517205890856292) | > loss_duration: 2.284909725189209 (2.296170297421907) | > loss_1: 32.17401885986328 (33.98893015008224)  --> STEP: 20 | > loss_disc: 2.344541072845459 (2.3570109724998476) | > loss_disc_real_0: 0.10370869189500809 (0.10729646012187004) | > loss_disc_real_1: 0.2003687620162964 (0.14942505806684495) | > loss_disc_real_2: 0.21326526999473572 (0.2094106122851372) | > loss_disc_real_3: 0.2735153138637543 (0.2981614820659161) | > loss_disc_real_4: 0.20548126101493835 (0.24522936269640921) | > loss_disc_real_5: 0.22891925275325775 (0.23215601928532123) | > loss_0: 2.344541072845459 (2.3570109724998476) | > loss_gen: 2.4795479774475098 (2.441322910785675) | > loss_kl: 1.491868495941162 (2.3166477024555205) | > loss_feat: 7.05752420425415 (7.360252165794373) | > loss_mel: 19.290611267089844 (19.50587615966797) | > loss_duration: 2.3238930702209473 (2.297556436061859) | > loss_1: 32.6434440612793 (33.92165584564209)  --> STEP: 21 | > loss_disc: 2.294116258621216 (2.3540159861246743) | > loss_disc_real_0: 0.15555478632450104 (0.10959447565532866) | > loss_disc_real_1: 0.16503888368606567 (0.1501685735725221) | > loss_disc_real_2: 0.21111205220222473 (0.20949163323356992) | > loss_disc_real_3: 0.3586461842060089 (0.30104170597734903) | > loss_disc_real_4: 0.2716916799545288 (0.24648947304203397) | > loss_disc_real_5: 0.2798013985157013 (0.23442484686772028) | > loss_0: 2.294116258621216 (2.3540159861246743) | > loss_gen: 3.0498857498168945 (2.4703020935966853) | > loss_kl: 2.4253313541412354 (2.3218231144405546) | > loss_feat: 7.307883262634277 (7.357758408501034) | > loss_mel: 18.154251098632812 (19.441513061523438) | > loss_duration: 2.139326572418213 (2.290021680650257) | > loss_1: 33.07667922973633 (33.88141886393229)  --> STEP: 22 | > loss_disc: 2.216623544692993 (2.3477708751505073) | > loss_disc_real_0: 0.08242443948984146 (0.10835947401144287) | > loss_disc_real_1: 0.07606902718544006 (0.14680041237310928) | > loss_disc_real_2: 0.1544281244277954 (0.20698874646967108) | > loss_disc_real_3: 0.30005690455436707 (0.30099694227630436) | > loss_disc_real_4: 0.2706078886985779 (0.24758576466278595) | > loss_disc_real_5: 0.18982315063476562 (0.23239749703894963) | > loss_0: 2.216623544692993 (2.3477708751505073) | > loss_gen: 2.53233003616333 (2.4731215455315327) | > loss_kl: 1.8215563297271729 (2.299083715135401) | > loss_feat: 9.64434814453125 (7.461694305593317) | > loss_mel: 19.562744140625 (19.447023565118965) | > loss_duration: 2.150684356689453 (2.2836881659247656) | > loss_1: 35.71166229248047 (33.96461174704812)  --> STEP: 23 | > loss_disc: 2.5319387912750244 (2.3557781758515732) | > loss_disc_real_0: 0.18841281533241272 (0.11184005406887634) | > loss_disc_real_1: 0.1896497756242752 (0.14866342816663822) | > loss_disc_real_2: 0.23524245619773865 (0.20821716863176096) | > loss_disc_real_3: 0.31254124641418457 (0.3014988685431687) | > loss_disc_real_4: 0.3006463944911957 (0.249892748568369) | > loss_disc_real_5: 0.23664025962352753 (0.23258196497740952) | > loss_0: 2.5319387912750244 (2.3557781758515732) | > loss_gen: 2.606613874435425 (2.4789255598317017) | > loss_kl: 2.5458133220672607 (2.3098110893498296) | > loss_feat: 6.406228065490723 (7.415804469067117) | > loss_mel: 17.34458351135254 (19.355613127998687) | > loss_duration: 2.2908430099487305 (2.2839992460997207) | > loss_1: 31.194080352783203 (33.844153860340946)  --> STEP: 24 | > loss_disc: 2.2884883880615234 (2.3529744346936545) | > loss_disc_real_0: 0.19714725017547607 (0.115394520573318) | > loss_disc_real_1: 0.1273002326488495 (0.14777329502006367) | > loss_disc_real_2: 0.18050235509872437 (0.2070623847345511) | > loss_disc_real_3: 0.27495113015174866 (0.3003927127768595) | > loss_disc_real_4: 0.26329874992370605 (0.2504513319581747) | > loss_disc_real_5: 0.25290247797966003 (0.23342865301916996) | > loss_0: 2.2884883880615234 (2.3529744346936545) | > loss_gen: 2.4466257095336914 (2.477579732735951) | > loss_kl: 2.0242981910705566 (2.2979147185881934) | > loss_feat: 7.2387237548828125 (7.408426105976105) | > loss_mel: 20.90138053894043 (19.420020103454593) | > loss_duration: 2.342367172241211 (2.286431243022283) | > loss_1: 34.953392028808594 (33.890372117360435)  --> STEP: 25 | > loss_disc: 2.7501845359802246 (2.3688628387451174) | > loss_disc_real_0: 0.21397683024406433 (0.11933781296014785) | > loss_disc_real_1: 0.26945170760154724 (0.15264043152332302) | > loss_disc_real_2: 0.22368264198303223 (0.20772719502449036) | > loss_disc_real_3: 0.3668811619281769 (0.3030522507429122) | > loss_disc_real_4: 0.35314449667930603 (0.25455905854701993) | > loss_disc_real_5: 0.327961266040802 (0.23720995754003524) | > loss_0: 2.7501845359802246 (2.3688628387451174) | > loss_gen: 2.5983519554138184 (2.4824106216430657) | > loss_kl: 2.4522666931152344 (2.3040887975692748) | > loss_feat: 5.780810832977295 (7.343321495056152) | > loss_mel: 17.688148498535156 (19.35074523925782) | > loss_duration: 2.2791543006896973 (2.2861401653289795) | > loss_1: 30.79873275756836 (33.76670654296875)  --> STEP: 26 | > loss_disc: 2.7928249835968018 (2.385169075085567) | > loss_disc_real_0: 0.1470499336719513 (0.12040366375675568) | > loss_disc_real_1: 0.23478104174137115 (0.1557996857624787) | > loss_disc_real_2: 0.1873265504837036 (0.20694255484984472) | > loss_disc_real_3: 0.3173718750476837 (0.30360300552386493) | > loss_disc_real_4: 0.2582533061504364 (0.25470114499330515) | > loss_disc_real_5: 0.1723533272743225 (0.23471547176058477) | > loss_0: 2.7928249835968018 (2.385169075085567) | > loss_gen: 1.7172846794128418 (2.4529827007880574) | > loss_kl: 2.592102289199829 (2.3151662395550656) | > loss_feat: 4.583816051483154 (7.237186670303345) | > loss_mel: 13.063581466674805 (19.108931248004627) | > loss_duration: 2.3002257347106934 (2.286681917997507) | > loss_1: 24.25701141357422 (33.400949037992035) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023079743752112748 (-0.00012803077697753993) | > avg_loss_disc: 2.385169075085567 (+0.14610091081032417) | > avg_loss_disc_real_0: 0.12040366375675568 (-0.029976685746358006) | > avg_loss_disc_real_1: 0.1557996857624787 (-0.06179302071149537) | > avg_loss_disc_real_2: 0.20694255484984472 (-0.019976125886807056) | > avg_loss_disc_real_3: 0.30360300552386493 (+0.04096919355484141) | > avg_loss_disc_real_4: 0.25470114499330515 (+0.006561596233111061) | > avg_loss_disc_real_5: 0.23471547176058477 (-0.01282812110506576) | > avg_loss_0: 2.385169075085567 (+0.14610091081032417) | > avg_loss_gen: 2.4529827007880574 (-0.47566609199230525) | > avg_loss_kl: 2.3151662395550656 (+0.06037846895364529) | > avg_loss_feat: 7.237186670303345 (-0.34484223219064525) | > avg_loss_mel: 19.108931248004627 (+0.3596019011277498) | > avg_loss_duration: 2.286681917997507 (+0.009107296283428212) | > avg_loss_1: 33.400949037992035 (-0.391420070941642)  > EPOCH: 208/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:04:16)   --> TIME: 2024-06-11 00:04:21 -- STEP: 9/330 -- GLOBAL_STEP: 156650 | > loss_disc: 2.3398265838623047 (2.360428704155816) | > loss_disc_real_0: 0.07286007702350616 (0.10703501022524303) | > loss_disc_real_1: 0.22205252945423126 (0.19376626445187461) | > loss_disc_real_2: 0.21668954193592072 (0.21527495317988926) | > loss_disc_real_3: 0.22333618998527527 (0.23391456570890215) | > loss_disc_real_4: 0.22399194538593292 (0.22836470107237497) | > loss_disc_real_5: 0.22683288156986237 (0.23616975214746264) | > loss_0: 2.3398265838623047 (2.360428704155816) | > grad_norm_0: tensor(14.8564, device='cuda:0') (tensor(8.3482, device='cuda:0')) | > loss_gen: 2.540048360824585 (2.4624908765157065) | > loss_kl: 1.8897712230682373 (1.6731255849202473) | > loss_feat: 6.877826690673828 (6.747028244866265) | > loss_mel: 19.937856674194336 (19.352915234035915) | > loss_duration: 2.18595814704895 (2.252663744820489) | > loss_1: 33.431461334228516 (32.48822424146864) | > grad_norm_1: tensor(120.2294, device='cuda:0') (tensor(89.3587, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3492 (0.3454541365305583) | > loader_time: 0.0033 (0.0032724274529351127)  --> TIME: 2024-06-11 00:04:30 -- STEP: 34/330 -- GLOBAL_STEP: 156675 | > loss_disc: 2.355142831802368 (2.3267130431006926) | > loss_disc_real_0: 0.11784468591213226 (0.1167228263528908) | > loss_disc_real_1: 0.21537771821022034 (0.19884421895532048) | > loss_disc_real_2: 0.20591160655021667 (0.2163181383820141) | > loss_disc_real_3: 0.2654465138912201 (0.2230521453654065) | > loss_disc_real_4: 0.23144474625587463 (0.22437947331105962) | > loss_disc_real_5: 0.25766173005104065 (0.21828973512439168) | > loss_0: 2.355142831802368 (2.3267130431006926) | > grad_norm_0: tensor(5.1790, device='cuda:0') (tensor(8.6629, device='cuda:0')) | > loss_gen: 2.615431785583496 (2.530644690289217) | > loss_kl: 1.8963382244110107 (1.7179409055148853) | > loss_feat: 7.611882209777832 (7.173225991866168) | > loss_mel: 19.540958404541016 (19.156333025764017) | > loss_duration: 2.0829997062683105 (2.1161621809005737) | > loss_1: 33.74761199951172 (32.69430687848259) | > grad_norm_1: tensor(89.4960, device='cuda:0') (tensor(101.2020, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3488 (0.34900860225453095) | > loader_time: 0.0033 (0.003357697935665355)  --> TIME: 2024-06-11 00:04:39 -- STEP: 59/330 -- GLOBAL_STEP: 156700 | > loss_disc: 2.318178176879883 (2.328233937085685) | > loss_disc_real_0: 0.09845569729804993 (0.11262337320436866) | > loss_disc_real_1: 0.21987968683242798 (0.20104952510130608) | > loss_disc_real_2: 0.22900301218032837 (0.2158925460051682) | > loss_disc_real_3: 0.24335306882858276 (0.22606180330454292) | > loss_disc_real_4: 0.22605642676353455 (0.22406793044785323) | > loss_disc_real_5: 0.21328133344650269 (0.21905390918254852) | > loss_0: 2.318178176879883 (2.328233937085685) | > grad_norm_0: tensor(6.3509, device='cuda:0') (tensor(9.5790, device='cuda:0')) | > loss_gen: 2.4285216331481934 (2.538256669448594) | > loss_kl: 1.8684420585632324 (1.7230823423902868) | > loss_feat: 6.711211204528809 (7.287377171597238) | > loss_mel: 19.383106231689453 (19.204582311339298) | > loss_duration: 2.0047805309295654 (2.0801257986133384) | > loss_1: 32.396060943603516 (32.83342439037257) | > grad_norm_1: tensor(214.5256, device='cuda:0') (tensor(124.8123, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3634 (0.353725506087481) | > loader_time: 0.0035 (0.003513328099654893)  --> TIME: 2024-06-11 00:04:48 -- STEP: 84/330 -- GLOBAL_STEP: 156725 | > loss_disc: 2.1699106693267822 (2.3105615490958806) | > loss_disc_real_0: 0.12595568597316742 (0.11361087220055717) | > loss_disc_real_1: 0.18841934204101562 (0.20033285429789907) | > loss_disc_real_2: 0.22339104115962982 (0.21458118302481516) | > loss_disc_real_3: 0.19099010527133942 (0.22360162578877948) | > loss_disc_real_4: 0.19535377621650696 (0.22257783122005917) | > loss_disc_real_5: 0.21417482197284698 (0.21594223451046718) | > loss_0: 2.1699106693267822 (2.3105615490958806) | > grad_norm_0: tensor(22.9370, device='cuda:0') (tensor(11.9221, device='cuda:0')) | > loss_gen: 2.8054590225219727 (2.55653317485537) | > loss_kl: 1.7043344974517822 (1.7257098669097537) | > loss_feat: 7.533773422241211 (7.369525790214539) | > loss_mel: 18.790088653564453 (19.241808073861264) | > loss_duration: 2.1165707111358643 (2.066117581867036) | > loss_1: 32.950225830078125 (32.95969461259388) | > grad_norm_1: tensor(376.1475, device='cuda:0') (tensor(159.5209, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3652 (0.3549263988222394) | > loader_time: 0.0038 (0.0036432884988330657)  --> TIME: 2024-06-11 00:04:57 -- STEP: 109/330 -- GLOBAL_STEP: 156750 | > loss_disc: 2.323394298553467 (2.3043831707140714) | > loss_disc_real_0: 0.13264888525009155 (0.11343085834192573) | > loss_disc_real_1: 0.1645573526620865 (0.1990793555154713) | > loss_disc_real_2: 0.2356479912996292 (0.21446157404042165) | > loss_disc_real_3: 0.2574419677257538 (0.22400857576536476) | > loss_disc_real_4: 0.22176365554332733 (0.22148417373862836) | > loss_disc_real_5: 0.22131212055683136 (0.2142761264919141) | > loss_0: 2.323394298553467 (2.3043831707140714) | > grad_norm_0: tensor(22.8326, device='cuda:0') (tensor(14.6733, device='cuda:0')) | > loss_gen: 2.5976948738098145 (2.562199551031131) | > loss_kl: 1.8302689790725708 (1.7331955104792884) | > loss_feat: 7.159179210662842 (7.3738003958255876) | > loss_mel: 19.448843002319336 (19.230213882726268) | > loss_duration: 2.0174307823181152 (2.0624103130550555) | > loss_1: 33.05341720581055 (32.96181979748088) | > grad_norm_1: tensor(343.1036, device='cuda:0') (tensor(188.7563, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3564 (0.35521763180374005) | > loader_time: 0.0038 (0.003733711505154951)  --> TIME: 2024-06-11 00:05:06 -- STEP: 134/330 -- GLOBAL_STEP: 156775 | > loss_disc: 2.3082151412963867 (2.3039374618387924) | > loss_disc_real_0: 0.1123313307762146 (0.1132979111106538) | > loss_disc_real_1: 0.17192550003528595 (0.19994483154211473) | > loss_disc_real_2: 0.23856866359710693 (0.21456857181307096) | > loss_disc_real_3: 0.23243387043476105 (0.22437939259098538) | > loss_disc_real_4: 0.20077545940876007 (0.22011077003692514) | > loss_disc_real_5: 0.20879463851451874 (0.21359510363927528) | > loss_0: 2.3082151412963867 (2.3039374618387924) | > grad_norm_0: tensor(19.6909, device='cuda:0') (tensor(15.6061, device='cuda:0')) | > loss_gen: 2.608391284942627 (2.5610978621155476) | > loss_kl: 1.8039783239364624 (1.7366127247241006) | > loss_feat: 7.812510967254639 (7.3601751861287585) | > loss_mel: 18.899120330810547 (19.210180624207453) | > loss_duration: 2.071607828140259 (2.0628904477873835) | > loss_1: 33.19561004638672 (32.930956940152754) | > grad_norm_1: tensor(237.8400, device='cuda:0') (tensor(200.0672, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3592 (0.35578771847397533) | > loader_time: 0.0041 (0.0038077742306154164)  --> TIME: 2024-06-11 00:05:16 -- STEP: 159/330 -- GLOBAL_STEP: 156800 | > loss_disc: 2.313910484313965 (2.3104145196998633) | > loss_disc_real_0: 0.21466350555419922 (0.11528347165517087) | > loss_disc_real_1: 0.24403135478496552 (0.200717605134976) | > loss_disc_real_2: 0.22016462683677673 (0.21619490060791274) | > loss_disc_real_3: 0.22738637030124664 (0.2243677167772497) | > loss_disc_real_4: 0.19432224333286285 (0.2196363575241101) | > loss_disc_real_5: 0.17073838412761688 (0.213302787651056) | > loss_0: 2.313910484313965 (2.3104145196998633) | > grad_norm_0: tensor(64.7788, device='cuda:0') (tensor(19.4583, device='cuda:0')) | > loss_gen: 2.5519373416900635 (2.5665446902221105) | > loss_kl: 1.7983262538909912 (1.7339806504219584) | > loss_feat: 7.292118072509766 (7.380859797855593) | > loss_mel: 19.231773376464844 (19.20484479268391) | > loss_duration: 2.0626275539398193 (2.0641491098223983) | > loss_1: 32.93678283691406 (32.95037918570655) | > grad_norm_1: tensor(285.7412, device='cuda:0') (tensor(225.2838, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3746 (0.35778698831234335) | > loader_time: 0.0043 (0.003926721009068519)  --> TIME: 2024-06-11 00:05:25 -- STEP: 184/330 -- GLOBAL_STEP: 156825 | > loss_disc: 2.168971061706543 (2.309964104838991) | > loss_disc_real_0: 0.05401185154914856 (0.11563520906897991) | > loss_disc_real_1: 0.23949465155601501 (0.20086216869885506) | > loss_disc_real_2: 0.26099589467048645 (0.21585929434260592) | > loss_disc_real_3: 0.2445632368326187 (0.22443071833771208) | > loss_disc_real_4: 0.2178456038236618 (0.22004506923258305) | > loss_disc_real_5: 0.2247418761253357 (0.21321179450530073) | > loss_0: 2.168971061706543 (2.309964104838991) | > grad_norm_0: tensor(10.5823, device='cuda:0') (tensor(21.2033, device='cuda:0')) | > loss_gen: 2.7372019290924072 (2.577374266541522) | > loss_kl: 1.7217729091644287 (1.7350144794453746) | > loss_feat: 7.870339393615723 (7.419872405736343) | > loss_mel: 18.674036026000977 (19.194159155306608) | > loss_duration: 2.1004908084869385 (2.069839923278144) | > loss_1: 33.10383987426758 (32.996260394220734) | > grad_norm_1: tensor(134.3498, device='cuda:0') (tensor(239.2631, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.3871 (0.36177694797515864) | > loader_time: 0.0047 (0.004066990769427755)  --> TIME: 2024-06-11 00:05:36 -- STEP: 209/330 -- GLOBAL_STEP: 156850 | > loss_disc: 2.2148516178131104 (2.3053924375743926) | > loss_disc_real_0: 0.09664756059646606 (0.11380300089788209) | > loss_disc_real_1: 0.15385869145393372 (0.2003137447189486) | > loss_disc_real_2: 0.2114643156528473 (0.21515726943335461) | > loss_disc_real_3: 0.1741340309381485 (0.22460670198835253) | > loss_disc_real_4: 0.1816522628068924 (0.21937429042238937) | > loss_disc_real_5: 0.18245777487754822 (0.213118790867226) | > loss_0: 2.2148516178131104 (2.3053924375743926) | > grad_norm_0: tensor(38.4323, device='cuda:0') (tensor(21.9923, device='cuda:0')) | > loss_gen: 2.555943250656128 (2.592306513535348) | > loss_kl: 1.7078090906143188 (1.736668348312378) | > loss_feat: 7.238827705383301 (7.462613354459334) | > loss_mel: 18.777210235595703 (19.165763435181244) | > loss_duration: 2.134518623352051 (2.076392344880902) | > loss_1: 32.414306640625 (33.03374410017823) | > grad_norm_1: tensor(398.0079, device='cuda:0') (tensor(250.3667, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.4031 (0.36567270698729876) | > loader_time: 0.0055 (0.004210599871913784)  --> TIME: 2024-06-11 00:05:46 -- STEP: 234/330 -- GLOBAL_STEP: 156875 | > loss_disc: 2.4699559211730957 (2.307452656264995) | > loss_disc_real_0: 0.1444142609834671 (0.11454568965694843) | > loss_disc_real_1: 0.24967847764492035 (0.2007325520245438) | > loss_disc_real_2: 0.22255045175552368 (0.21507821907090321) | > loss_disc_real_3: 0.21569831669330597 (0.22518442259130314) | > loss_disc_real_4: 0.25341594219207764 (0.21969260472772467) | > loss_disc_real_5: 0.19247575104236603 (0.2132008108191001) | > loss_0: 2.4699559211730957 (2.307452656264995) | > grad_norm_0: tensor(33.3061, device='cuda:0') (tensor(22.1569, device='cuda:0')) | > loss_gen: 2.3235702514648438 (2.586223080626919) | > loss_kl: 1.6973720788955688 (1.7370632795187144) | > loss_feat: 6.2522687911987305 (7.443780868481367) | > loss_mel: 17.516359329223633 (19.129763480944504) | > loss_duration: 2.1431708335876465 (2.083448181804428) | > loss_1: 29.932741165161133 (32.98027899326419) | > grad_norm_1: tensor(342.8270, device='cuda:0') (tensor(258.2627, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.4012 (0.36983882667671913) | > loader_time: 0.0054 (0.004344542821248373)  --> TIME: 2024-06-11 00:05:57 -- STEP: 259/330 -- GLOBAL_STEP: 156900 | > loss_disc: 2.4040870666503906 (2.3070352059073405) | > loss_disc_real_0: 0.10990975797176361 (0.11522566380417945) | > loss_disc_real_1: 0.22268128395080566 (0.2006369336116268) | > loss_disc_real_2: 0.2202705442905426 (0.2152792128471794) | > loss_disc_real_3: 0.23008914291858673 (0.22476549026588677) | > loss_disc_real_4: 0.20989622175693512 (0.21977397724698408) | > loss_disc_real_5: 0.21844342350959778 (0.2128818097837183) | > loss_0: 2.4040870666503906 (2.3070352059073405) | > grad_norm_0: tensor(12.9275, device='cuda:0') (tensor(22.2800, device='cuda:0')) | > loss_gen: 2.3043947219848633 (2.583932718254884) | > loss_kl: 1.7969355583190918 (1.7384339575601822) | > loss_feat: 7.2411603927612305 (7.4484695541352375) | > loss_mel: 18.427108764648438 (19.0715924855825) | > loss_duration: 2.1945266723632812 (2.0901205410828463) | > loss_1: 31.964126586914062 (32.9325493551129) | > grad_norm_1: tensor(269.8280, device='cuda:0') (tensor(265.2553, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.4302 (0.3757212898445865) | > loader_time: 0.0064 (0.004520175079581361)  --> TIME: 2024-06-11 00:06:08 -- STEP: 284/330 -- GLOBAL_STEP: 156925 | > loss_disc: 2.304520606994629 (2.3065039188089482) | > loss_disc_real_0: 0.14734797179698944 (0.11542742355713542) | > loss_disc_real_1: 0.2255839705467224 (0.20051100299182073) | > loss_disc_real_2: 0.21377548575401306 (0.21502298688594726) | > loss_disc_real_3: 0.2231326848268509 (0.22471508845477034) | > loss_disc_real_4: 0.21778267621994019 (0.2201083537033746) | > loss_disc_real_5: 0.22538360953330994 (0.21282025557798398) | > loss_0: 2.304520606994629 (2.3065039188089482) | > grad_norm_0: tensor(43.2423, device='cuda:0') (tensor(23.4209, device='cuda:0')) | > loss_gen: 2.5038537979125977 (2.581850177805188) | > loss_kl: 1.6981563568115234 (1.7423202000873188) | > loss_feat: 7.134413242340088 (7.4567580592464395) | > loss_mel: 17.81389045715332 (19.02279553614871) | > loss_duration: 2.184939384460449 (2.0982337098726083) | > loss_1: 31.335254669189453 (32.90195780069055) | > grad_norm_1: tensor(402.8218, device='cuda:0') (tensor(277.0969, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.4374 (0.3811767311163351) | > loader_time: 0.0065 (0.004685845173580548)  --> TIME: 2024-06-11 00:06:21 -- STEP: 309/330 -- GLOBAL_STEP: 156950 | > loss_disc: 2.2711853981018066 (2.307387987772621) | > loss_disc_real_0: 0.09795273095369339 (0.11596265030138701) | > loss_disc_real_1: 0.25685498118400574 (0.20105278019380415) | > loss_disc_real_2: 0.20215995609760284 (0.21517806073415627) | > loss_disc_real_3: 0.23838362097740173 (0.22474314913780558) | > loss_disc_real_4: 0.18904729187488556 (0.219423677109206) | > loss_disc_real_5: 0.2056199461221695 (0.21231658612061471) | > loss_0: 2.2711853981018066 (2.307387987772621) | > grad_norm_0: tensor(22.0412, device='cuda:0') (tensor(24.9191, device='cuda:0')) | > loss_gen: 2.9518299102783203 (2.584135456764196) | > loss_kl: 1.7618426084518433 (1.7453948413669866) | > loss_feat: 7.917922019958496 (7.476417359410752) | > loss_mel: 18.975505828857422 (18.988979685267967) | > loss_duration: 2.2715349197387695 (2.108865460917402) | > loss_1: 33.87863540649414 (32.903792896702825) | > grad_norm_1: tensor(468.9311, device='cuda:0') (tensor(285.2271, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.4954 (0.3896747700219014) | > loader_time: 0.0081 (0.004882370383994096)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3910999298095703 (2.3910999298095703) | > loss_disc_real_0: 0.07848979532718658 (0.07848979532718658) | > loss_disc_real_1: 0.18856866657733917 (0.18856866657733917) | > loss_disc_real_2: 0.23048163950443268 (0.23048163950443268) | > loss_disc_real_3: 0.21629038453102112 (0.21629038453102112) | > loss_disc_real_4: 0.19674985110759735 (0.19674985110759735) | > loss_disc_real_5: 0.24748428165912628 (0.24748428165912628) | > loss_0: 2.3910999298095703 (2.3910999298095703) | > loss_gen: 2.239776372909546 (2.239776372909546) | > loss_kl: 1.160782814025879 (1.160782814025879) | > loss_feat: 7.826404571533203 (7.826404571533203) | > loss_mel: 20.216398239135742 (20.216398239135742) | > loss_duration: 2.6928999423980713 (2.6928999423980713) | > loss_1: 34.13626480102539 (34.13626480102539)  --> STEP: 1 | > loss_disc: 2.506230592727661 (2.506230592727661) | > loss_disc_real_0: 0.04432757943868637 (0.04432757943868637) | > loss_disc_real_1: 0.16200612485408783 (0.16200612485408783) | > loss_disc_real_2: 0.18674823641777039 (0.18674823641777039) | > loss_disc_real_3: 0.3468528389930725 (0.3468528389930725) | > loss_disc_real_4: 0.23907622694969177 (0.23907622694969177) | > loss_disc_real_5: 0.41161423921585083 (0.41161423921585083) | > loss_0: 2.506230592727661 (2.506230592727661) | > loss_gen: 2.1981968879699707 (2.1981968879699707) | > loss_kl: 2.381640911102295 (2.381640911102295) | > loss_feat: 6.499776840209961 (6.499776840209961) | > loss_mel: 20.581186294555664 (20.581186294555664) | > loss_duration: 2.356856346130371 (2.356856346130371) | > loss_1: 34.01765823364258 (34.01765823364258)  --> STEP: 2 | > loss_disc: 2.2846741676330566 (2.395452380180359) | > loss_disc_real_0: 0.10249296575784683 (0.0734102725982666) | > loss_disc_real_1: 0.15843412280082703 (0.16022012382745743) | > loss_disc_real_2: 0.2738626301288605 (0.23030543327331543) | > loss_disc_real_3: 0.2994801104068756 (0.32316647469997406) | > loss_disc_real_4: 0.20874528586864471 (0.22391075640916824) | > loss_disc_real_5: 0.18945053219795227 (0.30053238570690155) | > loss_0: 2.2846741676330566 (2.395452380180359) | > loss_gen: 2.4667506217956543 (2.3324737548828125) | > loss_kl: 2.0975310802459717 (2.2395859956741333) | > loss_feat: 7.050528049468994 (6.7751524448394775) | > loss_mel: 19.030561447143555 (19.80587387084961) | > loss_duration: 2.3519041538238525 (2.354380249977112) | > loss_1: 32.997276306152344 (33.50746726989746)  --> STEP: 3 | > loss_disc: 2.4567747116088867 (2.4158931573232016) | > loss_disc_real_0: 0.13034483790397644 (0.09238846103350322) | > loss_disc_real_1: 0.22511227428913116 (0.18185084064801535) | > loss_disc_real_2: 0.25851261615753174 (0.2397078275680542) | > loss_disc_real_3: 0.2733268141746521 (0.30655325452486676) | > loss_disc_real_4: 0.2836246192455292 (0.2438153773546219) | > loss_disc_real_5: 0.32813042402267456 (0.30973173181215924) | > loss_0: 2.4567747116088867 (2.4158931573232016) | > loss_gen: 2.5763213634490967 (2.4137562910715737) | > loss_kl: 2.496795415878296 (2.325322469075521) | > loss_feat: 5.605130195617676 (6.38514502843221) | > loss_mel: 17.958433151245117 (19.190060297648113) | > loss_duration: 2.2506093978881836 (2.3197899659474692) | > loss_1: 30.887290954589844 (32.63407516479492)  --> STEP: 4 | > loss_disc: 2.1677324771881104 (2.3538529872894287) | > loss_disc_real_0: 0.04768206924200058 (0.08121186308562756) | > loss_disc_real_1: 0.1720665842294693 (0.17940477654337883) | > loss_disc_real_2: 0.27514922618865967 (0.24856817722320557) | > loss_disc_real_3: 0.2284879833459854 (0.2870369367301464) | > loss_disc_real_4: 0.2072540670633316 (0.23467504978179932) | > loss_disc_real_5: 0.26099851727485657 (0.29754842817783356) | > loss_0: 2.1677324771881104 (2.3538529872894287) | > loss_gen: 2.54378604888916 (2.4462637305259705) | > loss_kl: 2.2751667499542236 (2.3127835392951965) | > loss_feat: 7.911247253417969 (6.76667058467865) | > loss_mel: 18.66879653930664 (19.059744358062744) | > loss_duration: 2.1894431114196777 (2.2872032523155212) | > loss_1: 33.588436126708984 (32.87266540527344)  --> STEP: 5 | > loss_disc: 2.3869805335998535 (2.3604784965515138) | > loss_disc_real_0: 0.11832356452941895 (0.08863420337438584) | > loss_disc_real_1: 0.24845464527606964 (0.193214750289917) | > loss_disc_real_2: 0.23298121988773346 (0.24545078575611115) | > loss_disc_real_3: 0.2872770428657532 (0.28708495795726774) | > loss_disc_real_4: 0.2359345257282257 (0.2349269449710846) | > loss_disc_real_5: 0.284310907125473 (0.29490092396736145) | > loss_0: 2.3869805335998535 (2.3604784965515138) | > loss_gen: 2.4886488914489746 (2.4547407627105713) | > loss_kl: 2.0077970027923584 (2.251786231994629) | > loss_feat: 4.692933559417725 (6.351923179626465) | > loss_mel: 19.287216186523438 (19.105238723754884) | > loss_duration: 2.26474666595459 (2.282711935043335) | > loss_1: 30.74134063720703 (32.44640045166015)  --> STEP: 6 | > loss_disc: 2.139401912689209 (2.3236323992411294) | > loss_disc_real_0: 0.05380512773990631 (0.08282935743530591) | > loss_disc_real_1: 0.20688645541667938 (0.19549336781104407) | > loss_disc_real_2: 0.267813503742218 (0.24917790542046228) | > loss_disc_real_3: 0.2537681758403778 (0.2815321609377861) | > loss_disc_real_4: 0.19130373001098633 (0.22765640914440155) | > loss_disc_real_5: 0.22409670054912567 (0.28310022006432217) | > loss_0: 2.139401912689209 (2.3236323992411294) | > loss_gen: 2.469195604324341 (2.4571499029795327) | > loss_kl: 2.0270416736602783 (2.2143288056055703) | > loss_feat: 5.976043224334717 (6.289276520411174) | > loss_mel: 19.659208297729492 (19.197566986083984) | > loss_duration: 2.1109914779663086 (2.2540918588638306) | > loss_1: 32.24248123168945 (32.412413914998375)  --> STEP: 7 | > loss_disc: 2.509345531463623 (2.350162846701486) | > loss_disc_real_0: 0.0886453166604042 (0.0836602087531771) | > loss_disc_real_1: 0.26963138580322266 (0.20608451323849813) | > loss_disc_real_2: 0.3290115296840668 (0.2605827088866915) | > loss_disc_real_3: 0.34431201219558716 (0.29050071111747194) | > loss_disc_real_4: 0.27267324924468994 (0.2340873863015856) | > loss_disc_real_5: 0.2413368821144104 (0.2771340289286205) | > loss_0: 2.509345531463623 (2.350162846701486) | > loss_gen: 2.5728049278259277 (2.4736720493861606) | > loss_kl: 3.1136162281036377 (2.3427984373910085) | > loss_feat: 5.889771938323975 (6.232204437255859) | > loss_mel: 18.37273406982422 (19.07973371233259) | > loss_duration: 2.491361618041992 (2.287987538746425) | > loss_1: 32.44028854370117 (32.41639600481306)  --> STEP: 8 | > loss_disc: 2.0457355976104736 (2.3121094405651093) | > loss_disc_real_0: 0.10885248333215714 (0.0868092430755496) | > loss_disc_real_1: 0.15411071479320526 (0.19958778843283653) | > loss_disc_real_2: 0.2193288654088974 (0.25542597845196724) | > loss_disc_real_3: 0.18515856564044952 (0.27733294293284416) | > loss_disc_real_4: 0.13063812255859375 (0.22115622833371162) | > loss_disc_real_5: 0.18204165995121002 (0.26524748280644417) | > loss_0: 2.0457355976104736 (2.3121094405651093) | > loss_gen: 2.6884994506835938 (2.50052547454834) | > loss_kl: 1.793700933456421 (2.274161249399185) | > loss_feat: 12.67234992980957 (7.037222623825073) | > loss_mel: 21.855905532836914 (19.42675518989563) | > loss_duration: 2.1634106636047363 (2.272415429353714) | > loss_1: 41.173866271972656 (33.51107978820801)  --> STEP: 9 | > loss_disc: 2.290980577468872 (2.309761789109972) | > loss_disc_real_0: 0.07101335376501083 (0.08505414426326752) | > loss_disc_real_1: 0.15046563744544983 (0.19412977165646023) | > loss_disc_real_2: 0.28854861855506897 (0.2591062717967563) | > loss_disc_real_3: 0.24317866563796997 (0.2735380232334137) | > loss_disc_real_4: 0.26029136776924133 (0.2255045771598816) | > loss_disc_real_5: 0.2174757868051529 (0.2599395165840785) | > loss_0: 2.290980577468872 (2.309761789109972) | > loss_gen: 2.4498133659362793 (2.4948907958136664) | > loss_kl: 2.3777618408203125 (2.285672426223755) | > loss_feat: 9.142133712768555 (7.271101633707683) | > loss_mel: 20.309358596801758 (19.524822235107422) | > loss_duration: 2.101893424987793 (2.253468539979723) | > loss_1: 36.38096237182617 (33.829955630832245)  --> STEP: 10 | > loss_disc: 2.102323532104492 (2.2890179634094237) | > loss_disc_real_0: 0.05888845771551132 (0.0824375756084919) | > loss_disc_real_1: 0.1927727609872818 (0.19399407058954238) | > loss_disc_real_2: 0.14204302430152893 (0.2473999470472336) | > loss_disc_real_3: 0.23963768780231476 (0.2701479896903038) | > loss_disc_real_4: 0.1592213213443756 (0.218876251578331) | > loss_disc_real_5: 0.2041597068309784 (0.25436153560876845) | > loss_0: 2.102323532104492 (2.2890179634094237) | > loss_gen: 2.443141460418701 (2.4897158622741697) | > loss_kl: 2.328407049179077 (2.289945888519287) | > loss_feat: 8.759530067443848 (7.419944477081299) | > loss_mel: 18.795888900756836 (19.451928901672364) | > loss_duration: 2.314248561859131 (2.2595465421676635) | > loss_1: 34.64121627807617 (33.91108169555664)  --> STEP: 11 | > loss_disc: 2.461357593536377 (2.304685202511874) | > loss_disc_real_0: 0.06578198820352554 (0.08092343129894951) | > loss_disc_real_1: 0.2533251643180847 (0.19938780638304623) | > loss_disc_real_2: 0.357094943523407 (0.25737221945415845) | > loss_disc_real_3: 0.28767386078834534 (0.2717412506992167) | > loss_disc_real_4: 0.2347768247127533 (0.22032175822691483) | > loss_disc_real_5: 0.2709926664829254 (0.2558734565973282) | > loss_0: 2.461357593536377 (2.304685202511874) | > loss_gen: 2.5774118900299072 (2.4976882284337822) | > loss_kl: 2.6335673332214355 (2.321184201674028) | > loss_feat: 6.840237140655518 (7.367243810133501) | > loss_mel: 17.702260971069336 (19.292868180708453) | > loss_duration: 2.405902147293091 (2.272851597179066) | > loss_1: 32.15937805175781 (33.75183590975675)  --> STEP: 12 | > loss_disc: 2.1472718715667725 (2.2915674249331155) | > loss_disc_real_0: 0.03758953511714935 (0.0773122732837995) | > loss_disc_real_1: 0.16260050237178802 (0.19632219771544138) | > loss_disc_real_2: 0.26885852217674255 (0.2583294113477071) | > loss_disc_real_3: 0.24696387350559235 (0.26967646926641464) | > loss_disc_real_4: 0.20078298449516296 (0.21869352708260217) | > loss_disc_real_5: 0.2562246024608612 (0.2559027187526226) | > loss_0: 2.1472718715667725 (2.2915674249331155) | > loss_gen: 2.5866591930389404 (2.5051024754842124) | > loss_kl: 2.2110681533813477 (2.3120078643163047) | > loss_feat: 6.455753326416016 (7.29128626982371) | > loss_mel: 20.43437385559082 (19.387993653615315) | > loss_duration: 2.1745669841766357 (2.264661212762197) | > loss_1: 33.862422943115234 (33.76105149586996)  --> STEP: 13 | > loss_disc: 2.4062845706939697 (2.300391820760874) | > loss_disc_real_0: 0.09381404519081116 (0.07858164035356961) | > loss_disc_real_1: 0.21974942088127136 (0.19812429180512062) | > loss_disc_real_2: 0.31531211733818054 (0.2627126964238974) | > loss_disc_real_3: 0.33002564311027527 (0.2743187134082501) | > loss_disc_real_4: 0.26404255628585815 (0.2221819139443911) | > loss_disc_real_5: 0.2595844566822052 (0.2561859293625905) | > loss_0: 2.4062845706939697 (2.300391820760874) | > loss_gen: 2.5222535133361816 (2.50642178608821) | > loss_kl: 2.528989315032959 (2.3286987451406627) | > loss_feat: 6.0026631355285645 (7.192161413339468) | > loss_mel: 17.883724212646484 (19.272280619694637) | > loss_duration: 2.1185927391052246 (2.253425176327045) | > loss_1: 31.056222915649414 (33.552987758929916)  --> STEP: 14 | > loss_disc: 2.294874429702759 (2.29999772139958) | > loss_disc_real_0: 0.0870339423418045 (0.07918537620987211) | > loss_disc_real_1: 0.15830926597118378 (0.19528036138841084) | > loss_disc_real_2: 0.19377927482128143 (0.2577888805951391) | > loss_disc_real_3: 0.33156082034111023 (0.2784074353320258) | > loss_disc_real_4: 0.3323257863521576 (0.23004933340208872) | > loss_disc_real_5: 0.2607003450393677 (0.25650838762521744) | > loss_0: 2.294874429702759 (2.29999772139958) | > loss_gen: 2.520207643508911 (2.5074064901896884) | > loss_kl: 2.9494211673736572 (2.373036061014448) | > loss_feat: 5.698218822479248 (7.085451228278024) | > loss_mel: 20.973819732666016 (19.393819127764022) | > loss_duration: 2.349282741546631 (2.260272145271301) | > loss_1: 34.49094772338867 (33.6199848992484)  --> STEP: 15 | > loss_disc: 2.1907873153686523 (2.2927170276641844) | > loss_disc_real_0: 0.06866998225450516 (0.07848434994618098) | > loss_disc_real_1: 0.22344140708446503 (0.19715776443481445) | > loss_disc_real_2: 0.24093171954154968 (0.2566650698582331) | > loss_disc_real_3: 0.25676462054252625 (0.2769645810127258) | > loss_disc_real_4: 0.25917696952819824 (0.23199117581049603) | > loss_disc_real_5: 0.2600347399711609 (0.25674347778161366) | > loss_0: 2.1907873153686523 (2.2927170276641844) | > loss_gen: 2.6465699672698975 (2.516684055328369) | > loss_kl: 2.5989015102386475 (2.3880937576293944) | > loss_feat: 7.970652103424072 (7.1444646199544275) | > loss_mel: 20.831268310546875 (19.489649073282877) | > loss_duration: 2.275545120239258 (2.261290343602498) | > loss_1: 36.32293701171875 (33.80018170674642)  --> STEP: 16 | > loss_disc: 2.5527491569519043 (2.308969035744667) | > loss_disc_real_0: 0.15700601041316986 (0.08339195372536778) | > loss_disc_real_1: 0.29470163583755493 (0.20325425639748573) | > loss_disc_real_2: 0.33312100172042847 (0.26144356559962034) | > loss_disc_real_3: 0.3102726340293884 (0.27904633432626724) | > loss_disc_real_4: 0.2632136344909668 (0.23394257947802544) | > loss_disc_real_5: 0.22284215688705444 (0.2546246452257037) | > loss_0: 2.5527491569519043 (2.308969035744667) | > loss_gen: 2.4313178062438965 (2.5113486647605896) | > loss_kl: 2.6314351558685303 (2.4033025950193405) | > loss_feat: 7.349916458129883 (7.157305359840393) | > loss_mel: 16.02738380432129 (19.27325749397278) | > loss_duration: 2.3350706100463867 (2.265901610255241) | > loss_1: 30.775123596191406 (33.61111557483673)  --> STEP: 17 | > loss_disc: 2.596139669418335 (2.325861425960765) | > loss_disc_real_0: 0.15161240100860596 (0.08740492121261709) | > loss_disc_real_1: 0.21578171849250793 (0.20399116593248703) | > loss_disc_real_2: 0.24230366945266724 (0.26031768935568195) | > loss_disc_real_3: 0.3212730586528778 (0.2815302592866561) | > loss_disc_real_4: 0.3120540976524353 (0.23853737466475544) | > loss_disc_real_5: 0.319915235042572 (0.2584652681561077) | > loss_0: 2.596139669418335 (2.325861425960765) | > loss_gen: 2.39341139793396 (2.50441117847667) | > loss_kl: 1.769835114479065 (2.3660398020463833) | > loss_feat: 6.541476249694824 (7.121080118067124) | > loss_mel: 17.672170639038086 (19.179075914270737) | > loss_duration: 2.383223533630371 (2.2728028998655425) | > loss_1: 30.760116577148438 (33.443409751443305)  --> STEP: 18 | > loss_disc: 2.166975498199463 (2.317034429974026) | > loss_disc_real_0: 0.06644482910633087 (0.08624047165115674) | > loss_disc_real_1: 0.1305139809846878 (0.19990910010205376) | > loss_disc_real_2: 0.20900894701480865 (0.25746720367007786) | > loss_disc_real_3: 0.20690950751304626 (0.2773846619659) | > loss_disc_real_4: 0.15171507000923157 (0.2337139132950041) | > loss_disc_real_5: 0.1685551106929779 (0.2534702594081561) | > loss_0: 2.166975498199463 (2.317034429974026) | > loss_gen: 2.2387688159942627 (2.4896532694498696) | > loss_kl: 2.7492692470550537 (2.387330326769087) | > loss_feat: 8.773910522460938 (7.2129040294223365) | > loss_mel: 19.402807235717773 (19.191505432128906) | > loss_duration: 2.2405881881713867 (2.2710131936603113) | > loss_1: 35.40534591674805 (33.55240620507134)  --> STEP: 19 | > loss_disc: 2.2649941444396973 (2.3142954675774825) | > loss_disc_real_0: 0.09186656773090363 (0.08653658197114342) | > loss_disc_real_1: 0.20884490013122559 (0.200379405366747) | > loss_disc_real_2: 0.16236542165279388 (0.2524618467217998) | > loss_disc_real_3: 0.23634669184684753 (0.27522476880173935) | > loss_disc_real_4: 0.22111397981643677 (0.2330507589013953) | > loss_disc_real_5: 0.20992057025432587 (0.25117817050532293) | > loss_0: 2.2649941444396973 (2.3142954675774825) | > loss_gen: 2.2706024646759033 (2.4781242797249243) | > loss_kl: 1.7122581005096436 (2.3518002095975374) | > loss_feat: 6.377612590789795 (7.168941322125886) | > loss_mel: 16.38831901550293 (19.043969304938067) | > loss_duration: 2.285067558288574 (2.271752897061799) | > loss_1: 29.033859252929688 (33.31458794443231)  --> STEP: 20 | > loss_disc: 2.4711694717407227 (2.3221391677856444) | > loss_disc_real_0: 0.05779527127742767 (0.08509951643645763) | > loss_disc_real_1: 0.24906109273433685 (0.2028134897351265) | > loss_disc_real_2: 0.32736191153526306 (0.25620684996247295) | > loss_disc_real_3: 0.2902567684650421 (0.2759763687849045) | > loss_disc_real_4: 0.2763429284095764 (0.23521536737680435) | > loss_disc_real_5: 0.28721317648887634 (0.2529799208045006) | > loss_0: 2.4711694717407227 (2.3221391677856444) | > loss_gen: 2.6182074546813965 (2.485128438472748) | > loss_kl: 1.994765281677246 (2.333948463201523) | > loss_feat: 5.213733196258545 (7.071180915832519) | > loss_mel: 17.03445053100586 (18.943493366241455) | > loss_duration: 2.3165664672851562 (2.273993575572967) | > loss_1: 29.177722930908203 (33.1077446937561)  --> STEP: 21 | > loss_disc: 2.4762637615203857 (2.3294784341539656) | > loss_disc_real_0: 0.16833019256591797 (0.08906288196643193) | > loss_disc_real_1: 0.2098516970872879 (0.2031486424661818) | > loss_disc_real_2: 0.2523621618747711 (0.2560237695773443) | > loss_disc_real_3: 0.3455163538455963 (0.2792877966449374) | > loss_disc_real_4: 0.33613958954811096 (0.24002128271829515) | > loss_disc_real_5: 0.36650657653808594 (0.2583859520299094) | > loss_0: 2.4762637615203857 (2.3294784341539656) | > loss_gen: 2.76057767868042 (2.4982450689588274) | > loss_kl: 2.1876769065856934 (2.3269831509817216) | > loss_feat: 5.874704837799072 (7.014205864497593) | > loss_mel: 17.359846115112305 (18.86808159237816) | > loss_duration: 2.1444597244262695 (2.2678252969469335) | > loss_1: 30.327266693115234 (32.97534097943987)  --> STEP: 22 | > loss_disc: 2.1610889434814453 (2.3218243663961236) | > loss_disc_real_0: 0.06788696348667145 (0.08810034021735191) | > loss_disc_real_1: 0.12258554250001907 (0.19948668337681078) | > loss_disc_real_2: 0.21736209094524384 (0.2542664205486125) | > loss_disc_real_3: 0.22113075852394104 (0.27664429491216486) | > loss_disc_real_4: 0.19009651243686676 (0.23775197497823022) | > loss_disc_real_5: 0.23127704858779907 (0.25715372914617707) | > loss_0: 2.1610889434814453 (2.3218243663961236) | > loss_gen: 2.342050313949585 (2.491145307367498) | > loss_kl: 1.9769082069396973 (2.311070653525266) | > loss_feat: 9.196453094482422 (7.113398920405995) | > loss_mel: 23.195507049560547 (19.064782749522816) | > loss_duration: 2.145883798599243 (2.262282501567493) | > loss_1: 38.8568000793457 (33.24268002943559)  --> STEP: 23 | > loss_disc: 2.104628801345825 (2.3123810809591543) | > loss_disc_real_0: 0.06226980313658714 (0.08697727338775345) | > loss_disc_real_1: 0.19282954931259155 (0.19919724276532297) | > loss_disc_real_2: 0.22333389520645142 (0.2529215281424316) | > loss_disc_real_3: 0.2233601212501526 (0.2743275917094687) | > loss_disc_real_4: 0.18328715860843658 (0.23538393948389136) | > loss_disc_real_5: 0.18973170220851898 (0.2542223366706267) | > loss_0: 2.104628801345825 (2.3123810809591543) | > loss_gen: 2.432807207107544 (2.488608868225761) | > loss_kl: 2.4083800315856934 (2.3153014960496323) | > loss_feat: 6.234472751617432 (7.075184739154318) | > loss_mel: 19.332429885864258 (19.07641958153766) | > loss_duration: 2.306736469268799 (2.2642152827718975) | > loss_1: 32.71482849121094 (33.21972996255626)  --> STEP: 24 | > loss_disc: 2.1466310024261475 (2.3054748276869454) | > loss_disc_real_0: 0.14206692576408386 (0.08927267557010055) | > loss_disc_real_1: 0.18807700276374817 (0.19873389943192402) | > loss_disc_real_2: 0.21752943098545074 (0.2514468574275574) | > loss_disc_real_3: 0.25802940130233765 (0.2736485004425049) | > loss_disc_real_4: 0.18761974573135376 (0.2333937647442023) | > loss_disc_real_5: 0.16415870189666748 (0.25046968522171176) | > loss_0: 2.1466310024261475 (2.3054748276869454) | > loss_gen: 2.6658051013946533 (2.495992044607798) | > loss_kl: 2.332880973815918 (2.316033974289894) | > loss_feat: 9.251713752746582 (7.165873448053996) | > loss_mel: 19.92098045349121 (19.11160961786906) | > loss_duration: 2.4036929607391357 (2.270026852687199) | > loss_1: 36.5750732421875 (33.359535932540894)  --> STEP: 25 | > loss_disc: 2.2396275997161865 (2.3028409385681154) | > loss_disc_real_0: 0.1013612300157547 (0.0897562177479267) | > loss_disc_real_1: 0.2468188852071762 (0.20065729886293412) | > loss_disc_real_2: 0.1809091866016388 (0.24862535059452065) | > loss_disc_real_3: 0.1772652268409729 (0.2697931694984436) | > loss_disc_real_4: 0.1533152461051941 (0.23019062399864196) | > loss_disc_real_5: 0.1481570601463318 (0.24637718021869656) | > loss_0: 2.2396275997161865 (2.3028409385681154) | > loss_gen: 2.1539742946624756 (2.482311334609985) | > loss_kl: 2.2771830558776855 (2.314479937553406) | > loss_feat: 7.4120097160339355 (7.1757188987731935) | > loss_mel: 18.466915130615234 (19.085821838378905) | > loss_duration: 2.3061962127685547 (2.2714736270904536) | > loss_1: 32.61627960205078 (33.32980567932129)  --> STEP: 26 | > loss_disc: 2.007758140563965 (2.2914916001833405) | > loss_disc_real_0: 0.06207582727074623 (0.08869158734495823) | > loss_disc_real_1: 0.13974754512310028 (0.19831461602678666) | > loss_disc_real_2: 0.19456201791763306 (0.24654599164540958) | > loss_disc_real_3: 0.14783033728599548 (0.2651022913364264) | > loss_disc_real_4: 0.19843725860118866 (0.22896934071412453) | > loss_disc_real_5: 0.1437971442937851 (0.2424317942215846) | > loss_0: 2.007758140563965 (2.2914916001833405) | > loss_gen: 2.3706867694854736 (2.4780180821051965) | > loss_kl: 2.0313308238983154 (2.30358958702821) | > loss_feat: 15.70136833190918 (7.503628492355347) | > loss_mel: 21.860509872436523 (19.192540608919582) | > loss_duration: 2.298640251159668 (2.2725184972469616) | > loss_1: 44.262535095214844 (33.75029527224027) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024634507986215446 (+0.00015547642341026983) | > avg_loss_disc: 2.2914916001833405 (-0.09367747490222644) | > avg_loss_disc_real_0: 0.08869158734495823 (-0.03171207641179745) | > avg_loss_disc_real_1: 0.19831461602678666 (+0.04251493026430794) | > avg_loss_disc_real_2: 0.24654599164540958 (+0.039603436795564856) | > avg_loss_disc_real_3: 0.2651022913364264 (-0.038500714187438556) | > avg_loss_disc_real_4: 0.22896934071412453 (-0.02573180427918062) | > avg_loss_disc_real_5: 0.2424317942215846 (+0.007716322460999819) | > avg_loss_0: 2.2914916001833405 (-0.09367747490222644) | > avg_loss_gen: 2.4780180821051965 (+0.025035381317139116) | > avg_loss_kl: 2.30358958702821 (-0.011576652526855469) | > avg_loss_feat: 7.503628492355347 (+0.26644182205200195) | > avg_loss_mel: 19.192540608919582 (+0.08360936091495574) | > avg_loss_duration: 2.2725184972469616 (-0.014163420750545441) | > avg_loss_1: 33.75029527224027 (+0.3493462342482374)  > EPOCH: 209/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:06:51)   --> TIME: 2024-06-11 00:06:53 -- STEP: 4/330 -- GLOBAL_STEP: 156975 | > loss_disc: 2.2593140602111816 (2.2894977927207947) | > loss_disc_real_0: 0.07642985880374908 (0.09360749460756779) | > loss_disc_real_1: 0.13839887082576752 (0.19926491752266884) | > loss_disc_real_2: 0.19786186516284943 (0.21386883780360222) | > loss_disc_real_3: 0.2049560695886612 (0.23680666089057922) | > loss_disc_real_4: 0.20217104256153107 (0.2309863492846489) | > loss_disc_real_5: 0.23207171261310577 (0.24030104652047157) | > loss_0: 2.2593140602111816 (2.2894977927207947) | > grad_norm_0: tensor(10.8988, device='cuda:0') (tensor(10.2385, device='cuda:0')) | > loss_gen: 2.4147849082946777 (2.493147075176239) | > loss_kl: 1.8383729457855225 (1.7501217424869537) | > loss_feat: 7.710148334503174 (7.056264042854309) | > loss_mel: 20.513763427734375 (19.923636436462402) | > loss_duration: 2.2850353717803955 (2.286813735961914) | > loss_1: 34.76210403442383 (33.509982109069824) | > grad_norm_1: tensor(180.5446, device='cuda:0') (tensor(114.3272, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3423 (0.3479553461074829) | > loader_time: 0.0029 (0.002974271774291992)  --> TIME: 2024-06-11 00:07:02 -- STEP: 29/330 -- GLOBAL_STEP: 157000 | > loss_disc: 2.2898495197296143 (2.259753399881823) | > loss_disc_real_0: 0.10972407460212708 (0.10196107137819817) | > loss_disc_real_1: 0.21915724873542786 (0.19763514502295132) | > loss_disc_real_2: 0.22910578548908234 (0.20985090321507946) | > loss_disc_real_3: 0.2354903221130371 (0.2237073270411327) | > loss_disc_real_4: 0.23884230852127075 (0.2232270004420445) | > loss_disc_real_5: 0.2450295090675354 (0.21597036719322205) | > loss_0: 2.2898495197296143 (2.259753399881823) | > grad_norm_0: tensor(5.5951, device='cuda:0') (tensor(10.7871, device='cuda:0')) | > loss_gen: 2.616370916366577 (2.5679091174027016) | > loss_kl: 1.632236123085022 (1.7150840800383995) | > loss_feat: 7.438303470611572 (7.2901783318355164) | > loss_mel: 19.003498077392578 (19.441606784689014) | > loss_duration: 2.0675692558288574 (2.120589930435707) | > loss_1: 32.75797653198242 (33.135368544479896) | > grad_norm_1: tensor(126.8799, device='cuda:0') (tensor(104.0698, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3473 (0.34836190322349814) | > loader_time: 0.0032 (0.0031640776272477775) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_157000.pth  --> TIME: 2024-06-11 00:07:15 -- STEP: 54/330 -- GLOBAL_STEP: 157025 | > loss_disc: 2.1885335445404053 (2.2810801091017554) | > loss_disc_real_0: 0.07992216944694519 (0.10805122844047016) | > loss_disc_real_1: 0.14741665124893188 (0.19851138994649606) | > loss_disc_real_2: 0.18386530876159668 (0.21230478115655757) | > loss_disc_real_3: 0.20576448738574982 (0.2255154494886045) | > loss_disc_real_4: 0.1765877604484558 (0.22222776655797605) | > loss_disc_real_5: 0.19405052065849304 (0.21546982532298123) | > loss_0: 2.1885335445404053 (2.2810801091017554) | > grad_norm_0: tensor(11.8600, device='cuda:0') (tensor(11.7799, device='cuda:0')) | > loss_gen: 2.5544843673706055 (2.5501816405190363) | > loss_kl: 1.9388797283172607 (1.727378542776461) | > loss_feat: 8.275922775268555 (7.276764401683101) | > loss_mel: 20.133352279663086 (19.28213377352115) | > loss_duration: 2.0340044498443604 (2.0841584602991734) | > loss_1: 34.9366455078125 (32.920617103576674) | > grad_norm_1: tensor(182.3598, device='cuda:0') (tensor(127.0891, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3424 (0.3523399653258147) | > loader_time: 0.004 (0.0033133162392510306)  --> TIME: 2024-06-11 00:07:25 -- STEP: 79/330 -- GLOBAL_STEP: 157050 | > loss_disc: 2.141794204711914 (2.281353878069528) | > loss_disc_real_0: 0.09203554689884186 (0.11005424095105522) | > loss_disc_real_1: 0.1649138629436493 (0.19818179516852658) | > loss_disc_real_2: 0.21013294160366058 (0.21157003165800362) | > loss_disc_real_3: 0.2081301063299179 (0.22441011290006999) | > loss_disc_real_4: 0.21501661837100983 (0.22043328496474254) | > loss_disc_real_5: 0.21774564683437347 (0.21320020831838438) | > loss_0: 2.141794204711914 (2.281353878069528) | > grad_norm_0: tensor(4.8546, device='cuda:0') (tensor(14.9216, device='cuda:0')) | > loss_gen: 2.7068722248077393 (2.5632763391808617) | > loss_kl: 1.5834722518920898 (1.7361936871009538) | > loss_feat: 7.953728675842285 (7.389617919921875) | > loss_mel: 19.965065002441406 (19.24689399139791) | > loss_duration: 2.0071096420288086 (2.070423274100581) | > loss_1: 34.21624755859375 (33.00640538372572) | > grad_norm_1: tensor(84.1420, device='cuda:0') (tensor(169.0829, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3645 (0.358820106409773) | > loader_time: 0.0034 (0.0034186749518672122)  --> TIME: 2024-06-11 00:07:34 -- STEP: 104/330 -- GLOBAL_STEP: 157075 | > loss_disc: 2.247950553894043 (2.2756255177351146) | > loss_disc_real_0: 0.09450605511665344 (0.11031952500343323) | > loss_disc_real_1: 0.19600453972816467 (0.19826018896240455) | > loss_disc_real_2: 0.2695712149143219 (0.21140074916183949) | > loss_disc_real_3: 0.2619169354438782 (0.22434130697869337) | > loss_disc_real_4: 0.22819972038269043 (0.2197281847206446) | > loss_disc_real_5: 0.20337055623531342 (0.21185639715538576) | > loss_0: 2.247950553894043 (2.2756255177351146) | > grad_norm_0: tensor(16.5986, device='cuda:0') (tensor(17.6270, device='cuda:0')) | > loss_gen: 2.7135610580444336 (2.5699215004077325) | > loss_kl: 1.6130473613739014 (1.7363694585286653) | > loss_feat: 7.683112144470215 (7.404988192594969) | > loss_mel: 19.524688720703125 (19.204811829787037) | > loss_duration: 2.086312770843506 (2.0665233490558754) | > loss_1: 33.62071990966797 (32.982614553891715) | > grad_norm_1: tensor(366.5529, device='cuda:0') (tensor(200.7179, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3546 (0.3605649471282959) | > loader_time: 0.0038 (0.0035679065264188326)  --> TIME: 2024-06-11 00:07:44 -- STEP: 129/330 -- GLOBAL_STEP: 157100 | > loss_disc: 2.3619110584259033 (2.279148201609766) | > loss_disc_real_0: 0.12999950349330902 (0.10967610637808956) | > loss_disc_real_1: 0.21543410420417786 (0.19831737148207287) | > loss_disc_real_2: 0.2190738022327423 (0.21166837007500405) | > loss_disc_real_3: 0.2244085669517517 (0.2241133451461792) | > loss_disc_real_4: 0.24893507361412048 (0.21970919028733127) | > loss_disc_real_5: 0.28133848309516907 (0.21289386375005856) | > loss_0: 2.3619110584259033 (2.279148201609766) | > grad_norm_0: tensor(29.2247, device='cuda:0') (tensor(18.3542, device='cuda:0')) | > loss_gen: 2.555593252182007 (2.5818677022475605) | > loss_kl: 1.921088457107544 (1.7375955840413884) | > loss_feat: 6.342860221862793 (7.420328387918398) | > loss_mel: 19.18045425415039 (19.182655437972198) | > loss_duration: 2.032261371612549 (2.064280806585799) | > loss_1: 32.032257080078125 (32.986728165500864) | > grad_norm_1: tensor(337.6894, device='cuda:0') (tensor(208.2156, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3726 (0.36249544084534163) | > loader_time: 0.0041 (0.0036830772725186607)  --> TIME: 2024-06-11 00:07:53 -- STEP: 154/330 -- GLOBAL_STEP: 157125 | > loss_disc: 2.441532850265503 (2.2884882208588837) | > loss_disc_real_0: 0.07074258476495743 (0.11011926950765895) | > loss_disc_real_1: 0.15638472139835358 (0.19858251066951016) | > loss_disc_real_2: 0.20925503969192505 (0.21251179829433367) | > loss_disc_real_3: 0.24007028341293335 (0.22568975524468857) | > loss_disc_real_4: 0.25928184390068054 (0.2205945710083107) | > loss_disc_real_5: 0.24733656644821167 (0.213735752097972) | > loss_0: 2.441532850265503 (2.2884882208588837) | > grad_norm_0: tensor(15.0202, device='cuda:0') (tensor(20.2985, device='cuda:0')) | > loss_gen: 2.324765682220459 (2.5895705532718014) | > loss_kl: 1.7897619009017944 (1.74498216285334) | > loss_feat: 7.24873685836792 (7.438850046752335) | > loss_mel: 18.674251556396484 (19.216374570673167) | > loss_duration: 2.0682153701782227 (2.0656064663614533) | > loss_1: 32.10573196411133 (33.05538410335394) | > grad_norm_1: tensor(211.3957, device='cuda:0') (tensor(225.4782, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.376 (0.36409677623154285) | > loader_time: 0.004 (0.0037738177683446315)  --> TIME: 2024-06-11 00:08:03 -- STEP: 179/330 -- GLOBAL_STEP: 157150 | > loss_disc: 2.4760265350341797 (2.2919440016400214) | > loss_disc_real_0: 0.08070158958435059 (0.10901625050679266) | > loss_disc_real_1: 0.2100900113582611 (0.1986743364087697) | > loss_disc_real_2: 0.2799311578273773 (0.2137734372189591) | > loss_disc_real_3: 0.2238580286502838 (0.22623790833870125) | > loss_disc_real_4: 0.2345079630613327 (0.2202194184064865) | > loss_disc_real_5: 0.22721712291240692 (0.21400701408612657) | > loss_0: 2.4760265350341797 (2.2919440016400214) | > grad_norm_0: tensor(40.6471, device='cuda:0') (tensor(21.4039, device='cuda:0')) | > loss_gen: 2.5880227088928223 (2.5937264431788276) | > loss_kl: 1.8528997898101807 (1.7509097040698516) | > loss_feat: 7.238232612609863 (7.445561214532266) | > loss_mel: 18.297883987426758 (19.206350305226945) | > loss_duration: 2.1031951904296875 (2.070217688656385) | > loss_1: 32.080230712890625 (33.06676564136696) | > grad_norm_1: tensor(412.8289, device='cuda:0') (tensor(234.6496, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3895 (0.3672103375695937) | > loader_time: 0.0049 (0.003910287132476295)  --> TIME: 2024-06-11 00:08:13 -- STEP: 204/330 -- GLOBAL_STEP: 157175 | > loss_disc: 2.2349157333374023 (2.2903346524519073) | > loss_disc_real_0: 0.10651686042547226 (0.11129047504315774) | > loss_disc_real_1: 0.15825942158699036 (0.19904332943991127) | > loss_disc_real_2: 0.222164124250412 (0.21337584691012607) | > loss_disc_real_3: 0.22067441046237946 (0.22555860190414914) | > loss_disc_real_4: 0.21644313633441925 (0.21926447990186074) | > loss_disc_real_5: 0.2202986776828766 (0.21261735326227016) | > loss_0: 2.2349157333374023 (2.2903346524519073) | > grad_norm_0: tensor(33.7435, device='cuda:0') (tensor(22.7680, device='cuda:0')) | > loss_gen: 2.562779188156128 (2.593226909637451) | > loss_kl: 1.776352047920227 (1.7540920143033945) | > loss_feat: 7.700387954711914 (7.450703209521723) | > loss_mel: 19.029150009155273 (19.18077495051367) | > loss_duration: 2.0464186668395996 (2.0765380865218592) | > loss_1: 33.11508560180664 (33.05533538145179) | > grad_norm_1: tensor(442.1891, device='cuda:0') (tensor(249.9641, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.3939 (0.36996543758055744) | > loader_time: 0.0045 (0.004027968528223971)  --> TIME: 2024-06-11 00:08:23 -- STEP: 229/330 -- GLOBAL_STEP: 157200 | > loss_disc: 2.2235255241394043 (2.290277206221001) | > loss_disc_real_0: 0.08900275826454163 (0.1116598428564561) | > loss_disc_real_1: 0.14966121315956116 (0.19915628745566294) | > loss_disc_real_2: 0.21211640536785126 (0.21294462244843812) | > loss_disc_real_3: 0.22360600531101227 (0.226168173044009) | > loss_disc_real_4: 0.2315313220024109 (0.21933558433597264) | > loss_disc_real_5: 0.20142273604869843 (0.2128182026236338) | > loss_0: 2.2235255241394043 (2.290277206221001) | > grad_norm_0: tensor(36.0901, device='cuda:0') (tensor(23.1718, device='cuda:0')) | > loss_gen: 2.434985876083374 (2.5896968789496277) | > loss_kl: 1.6797910928726196 (1.757473684294255) | > loss_feat: 6.821927070617676 (7.446503264414692) | > loss_mel: 18.787364959716797 (19.14156164144326) | > loss_duration: 2.1548779010772705 (2.083665023724585) | > loss_1: 31.878948211669922 (33.01890070053168) | > grad_norm_1: tensor(379.4952, device='cuda:0') (tensor(261.9533, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.4073 (0.37343756808984746) | > loader_time: 0.0054 (0.004149955433008452)  --> TIME: 2024-06-11 00:08:34 -- STEP: 254/330 -- GLOBAL_STEP: 157225 | > loss_disc: 2.3104381561279297 (2.2900772291844276) | > loss_disc_real_0: 0.1066364198923111 (0.11241468134534172) | > loss_disc_real_1: 0.2049889713525772 (0.19889148043131272) | > loss_disc_real_2: 0.2319512516260147 (0.21288785320801998) | > loss_disc_real_3: 0.20765277743339539 (0.22543642499784786) | > loss_disc_real_4: 0.22271108627319336 (0.2187802376240257) | > loss_disc_real_5: 0.20572859048843384 (0.2120139792444199) | > loss_0: 2.3104381561279297 (2.2900772291844276) | > grad_norm_0: tensor(11.9705, device='cuda:0') (tensor(23.6477, device='cuda:0')) | > loss_gen: 2.6132285594940186 (2.5859618825236645) | > loss_kl: 1.8872792720794678 (1.7558737782042797) | > loss_feat: 8.03447151184082 (7.444990535420696) | > loss_mel: 19.27541160583496 (19.098999458973815) | > loss_duration: 2.093235969543457 (2.089393341165828) | > loss_1: 33.90362548828125 (32.975219125822775) | > grad_norm_1: tensor(346.9998, device='cuda:0') (tensor(272.7245, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.4287 (0.3778649230641643) | > loader_time: 0.0054 (0.004288922144672061)  --> TIME: 2024-06-11 00:08:45 -- STEP: 279/330 -- GLOBAL_STEP: 157250 | > loss_disc: 2.323580265045166 (2.2926132149166523) | > loss_disc_real_0: 0.14625325798988342 (0.11254492181763853) | > loss_disc_real_1: 0.15811604261398315 (0.19975132257494027) | > loss_disc_real_2: 0.24383628368377686 (0.21294904769962403) | > loss_disc_real_3: 0.2350979894399643 (0.2254243273034318) | > loss_disc_real_4: 0.21611809730529785 (0.21958427136516914) | > loss_disc_real_5: 0.2200358808040619 (0.2127166871101625) | > loss_0: 2.323580265045166 (2.2926132149166523) | > grad_norm_0: tensor(51.4387, device='cuda:0') (tensor(24.4982, device='cuda:0')) | > loss_gen: 2.570556163787842 (2.5866124484701394) | > loss_kl: 1.7241995334625244 (1.7590338636897371) | > loss_feat: 8.148262023925781 (7.458995496073077) | > loss_mel: 19.365135192871094 (19.0403111570625) | > loss_duration: 2.171767234802246 (2.0973882012897063) | > loss_1: 33.97991943359375 (32.942341254176206) | > grad_norm_1: tensor(506.8249, device='cuda:0') (tensor(286.4508, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.4305 (0.3829113232192173) | > loader_time: 0.0057 (0.004449360686818332)  --> TIME: 2024-06-11 00:08:57 -- STEP: 304/330 -- GLOBAL_STEP: 157275 | > loss_disc: 2.3800816535949707 (2.293646792832173) | > loss_disc_real_0: 0.13265860080718994 (0.11307836767580164) | > loss_disc_real_1: 0.20918498933315277 (0.2000241873197651) | > loss_disc_real_2: 0.2252224236726761 (0.21329395286738873) | > loss_disc_real_3: 0.2457154393196106 (0.22512578645623044) | > loss_disc_real_4: 0.26174303889274597 (0.21926485717688737) | > loss_disc_real_5: 0.26295793056488037 (0.21269138554405215) | > loss_0: 2.3800816535949707 (2.293646792832173) | > grad_norm_0: tensor(22.2601, device='cuda:0') (tensor(25.8533, device='cuda:0')) | > loss_gen: 2.768782615661621 (2.5896431309612167) | > loss_kl: 1.952265739440918 (1.7605008726057254) | > loss_feat: 7.571499824523926 (7.482099691503926) | > loss_mel: 18.178977966308594 (19.00720620155336) | > loss_duration: 2.2333784103393555 (2.1067741187779543) | > loss_1: 32.70490646362305 (32.946224118533884) | > grad_norm_1: tensor(523.1237, device='cuda:0') (tensor(296.0069, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.4705 (0.3891874724312832) | > loader_time: 0.0071 (0.0046141508378480635)  --> TIME: 2024-06-11 00:09:26 -- STEP: 329/330 -- GLOBAL_STEP: 157300 | > loss_disc: 2.644251823425293 (2.3004233532763543) | > loss_disc_real_0: 0.1029454693198204 (0.11515478244034352) | > loss_disc_real_1: 0.1803499162197113 (0.2003847627835434) | > loss_disc_real_2: 0.2075803428888321 (0.21353434470105678) | > loss_disc_real_3: 0.21283194422721863 (0.22524465665810015) | > loss_disc_real_4: 0.24330174922943115 (0.22036955845301637) | > loss_disc_real_5: 0.19438600540161133 (0.21286868025466654) | > loss_0: 2.644251823425293 (2.3004233532763543) | > grad_norm_0: tensor(18.7546, device='cuda:0') (tensor(26.8296, device='cuda:0')) | > loss_gen: 2.171804189682007 (2.5913941758744246) | > loss_kl: 1.9600696563720703 (1.7672163396620824) | > loss_feat: 10.69863510131836 (7.603749859296805) | > loss_mel: 17.985960006713867 (18.97383292177892) | > loss_duration: 2.2768874168395996 (2.1200751935819735) | > loss_1: 35.093353271484375 (33.05626857027092) | > grad_norm_1: tensor(262.2157, device='cuda:0') (tensor(304.0789, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 15.5022 (0.44775251704508773) | > loader_time: 0.0335 (0.005064285997199435)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.513990640640259 (2.513990640640259) | > loss_disc_real_0: 0.07315579056739807 (0.07315579056739807) | > loss_disc_real_1: 0.22722271084785461 (0.22722271084785461) | > loss_disc_real_2: 0.20805367827415466 (0.20805367827415466) | > loss_disc_real_3: 0.23196521401405334 (0.23196521401405334) | > loss_disc_real_4: 0.2340046614408493 (0.2340046614408493) | > loss_disc_real_5: 0.2114662230014801 (0.2114662230014801) | > loss_0: 2.513990640640259 (2.513990640640259) | > loss_gen: 1.9757522344589233 (1.9757522344589233) | > loss_kl: 1.975903034210205 (1.975903034210205) | > loss_feat: 5.59834098815918 (5.59834098815918) | > loss_mel: 15.50284194946289 (15.50284194946289) | > loss_duration: 2.856125831604004 (2.856125831604004) | > loss_1: 27.90896224975586 (27.90896224975586)  --> STEP: 1 | > loss_disc: 2.1356544494628906 (2.1356544494628906) | > loss_disc_real_0: 0.06473200023174286 (0.06473200023174286) | > loss_disc_real_1: 0.18234264850616455 (0.18234264850616455) | > loss_disc_real_2: 0.21252216398715973 (0.21252216398715973) | > loss_disc_real_3: 0.23398907482624054 (0.23398907482624054) | > loss_disc_real_4: 0.21902890503406525 (0.21902890503406525) | > loss_disc_real_5: 0.30804726481437683 (0.30804726481437683) | > loss_0: 2.1356544494628906 (2.1356544494628906) | > loss_gen: 2.6684274673461914 (2.6684274673461914) | > loss_kl: 1.938151478767395 (1.938151478767395) | > loss_feat: 7.430869102478027 (7.430869102478027) | > loss_mel: 20.298614501953125 (20.298614501953125) | > loss_duration: 2.297987937927246 (2.297987937927246) | > loss_1: 34.63405227661133 (34.63405227661133)  --> STEP: 2 | > loss_disc: 2.53922963142395 (2.3374420404434204) | > loss_disc_real_0: 0.10406139492988586 (0.08439669758081436) | > loss_disc_real_1: 0.16807664930820465 (0.1752096489071846) | > loss_disc_real_2: 0.22214782238006592 (0.21733499318361282) | > loss_disc_real_3: 0.2996646463871002 (0.2668268606066704) | > loss_disc_real_4: 0.3351826071739197 (0.27710575610399246) | > loss_disc_real_5: 0.39373916387557983 (0.35089321434497833) | > loss_0: 2.53922963142395 (2.3374420404434204) | > loss_gen: 2.549569845199585 (2.608998656272888) | > loss_kl: 2.596635580062866 (2.2673935294151306) | > loss_feat: 6.549051761627197 (6.989960432052612) | > loss_mel: 19.170942306518555 (19.73477840423584) | > loss_duration: 2.4119439125061035 (2.354965925216675) | > loss_1: 33.27814483642578 (33.956098556518555)  --> STEP: 3 | > loss_disc: 2.0678141117095947 (2.247566064198812) | > loss_disc_real_0: 0.06284639984369278 (0.07721326500177383) | > loss_disc_real_1: 0.1911652386188507 (0.1805281788110733) | > loss_disc_real_2: 0.19636757671833038 (0.21034585436185202) | > loss_disc_real_3: 0.20719492435455322 (0.24694954852263132) | > loss_disc_real_4: 0.1973791867494583 (0.2505302329858144) | > loss_disc_real_5: 0.21971674263477325 (0.30716772377491) | > loss_0: 2.0678141117095947 (2.247566064198812) | > loss_gen: 2.4886255264282227 (2.5688742796579995) | > loss_kl: 1.8923431634902954 (2.142376740773519) | > loss_feat: 7.384759426116943 (7.121560096740723) | > loss_mel: 20.75938606262207 (20.076314290364582) | > loss_duration: 2.1401758193969727 (2.283369223276774) | > loss_1: 34.665287017822266 (34.19249471028646)  --> STEP: 4 | > loss_disc: 2.5425729751586914 (2.3213177919387817) | > loss_disc_real_0: 0.12181828916072845 (0.08836452104151249) | > loss_disc_real_1: 0.192936509847641 (0.18363026157021523) | > loss_disc_real_2: 0.27275362610816956 (0.2259477972984314) | > loss_disc_real_3: 0.21549290418624878 (0.2390853874385357) | > loss_disc_real_4: 0.23126588761806488 (0.24571414664387703) | > loss_disc_real_5: 0.3480333983898163 (0.31738414242863655) | > loss_0: 2.5425729751586914 (2.3213177919387817) | > loss_gen: 2.2631776332855225 (2.4924501180648804) | > loss_kl: 2.5180160999298096 (2.2362865805625916) | > loss_feat: 7.488032341003418 (7.2131781578063965) | > loss_mel: 19.465091705322266 (19.923508644104004) | > loss_duration: 2.18343186378479 (2.258384883403778) | > loss_1: 33.91775131225586 (34.12380886077881)  --> STEP: 5 | > loss_disc: 2.4018282890319824 (2.337419891357422) | > loss_disc_real_0: 0.06745042651891708 (0.08418170213699341) | > loss_disc_real_1: 0.2593516707420349 (0.19877454340457917) | > loss_disc_real_2: 0.1837083399295807 (0.21749990582466125) | > loss_disc_real_3: 0.22379006445407867 (0.2360263228416443) | > loss_disc_real_4: 0.23361308872699738 (0.2432939350605011) | > loss_disc_real_5: 0.2568146586418152 (0.30527024567127226) | > loss_0: 2.4018282890319824 (2.337419891357422) | > loss_gen: 2.248533010482788 (2.443666696548462) | > loss_kl: 1.6040006875991821 (2.1098294019699098) | > loss_feat: 6.0017170906066895 (6.970885944366455) | > loss_mel: 20.74477195739746 (20.087761306762694) | > loss_duration: 2.348893642425537 (2.27648663520813) | > loss_1: 32.94791793823242 (33.88863067626953)  --> STEP: 6 | > loss_disc: 2.299847364425659 (2.3311578035354614) | > loss_disc_real_0: 0.03935839980840683 (0.07671115174889565) | > loss_disc_real_1: 0.2665117681026459 (0.21006408085425696) | > loss_disc_real_2: 0.24986402690410614 (0.22289392600456873) | > loss_disc_real_3: 0.21097293496131897 (0.2318507581949234) | > loss_disc_real_4: 0.21584734320640564 (0.2387195030848185) | > loss_disc_real_5: 0.18287554383277893 (0.28487112869819003) | > loss_0: 2.299847364425659 (2.3311578035354614) | > loss_gen: 2.3356220722198486 (2.42565925916036) | > loss_kl: 2.0611283779144287 (2.1017125646273294) | > loss_feat: 5.798376560211182 (6.775467713673909) | > loss_mel: 20.107694625854492 (20.091083526611328) | > loss_duration: 2.1149933338165283 (2.2495710849761963) | > loss_1: 32.417816162109375 (33.64349492390951)  --> STEP: 7 | > loss_disc: 2.427142858505249 (2.344869954245431) | > loss_disc_real_0: 0.06380697339773178 (0.07486769769872938) | > loss_disc_real_1: 0.24569061398506165 (0.21515358558722905) | > loss_disc_real_2: 0.19669128954410553 (0.21915069222450256) | > loss_disc_real_3: 0.2441839724779129 (0.23361264594963618) | > loss_disc_real_4: 0.23477059602737427 (0.23815537350518362) | > loss_disc_real_5: 0.25340718030929565 (0.280376278928348) | > loss_0: 2.427142858505249 (2.344869954245431) | > loss_gen: 2.302598476409912 (2.408079147338867) | > loss_kl: 2.962428569793701 (2.2246719939368114) | > loss_feat: 6.68622350692749 (6.762718541281564) | > loss_mel: 21.390363693237305 (20.276694978986466) | > loss_duration: 2.4135894775390625 (2.2730022839137485) | > loss_1: 35.75520324707031 (33.945167541503906)  --> STEP: 8 | > loss_disc: 2.101656436920166 (2.314468264579773) | > loss_disc_real_0: 0.09103859961032867 (0.07688906043767929) | > loss_disc_real_1: 0.23805615305900574 (0.21801640652120113) | > loss_disc_real_2: 0.31079620122909546 (0.23060638085007668) | > loss_disc_real_3: 0.20393067598342896 (0.22990239970386028) | > loss_disc_real_4: 0.17259427905082703 (0.22996023669838905) | > loss_disc_real_5: 0.20066848397254944 (0.2704128045588732) | > loss_0: 2.101656436920166 (2.314468264579773) | > loss_gen: 2.823657512664795 (2.460026443004608) | > loss_kl: 2.0436477661132812 (2.20204396545887) | > loss_feat: 8.713458061218262 (7.006560981273651) | > loss_mel: 21.373777389526367 (20.413830280303955) | > loss_duration: 2.13424015045166 (2.2556570172309875) | > loss_1: 37.08877944946289 (34.33811902999878)  --> STEP: 9 | > loss_disc: 2.2710673809051514 (2.3096459441714816) | > loss_disc_real_0: 0.07539749145507812 (0.07672333055072361) | > loss_disc_real_1: 0.24125832319259644 (0.2205988417069117) | > loss_disc_real_2: 0.24240685999393463 (0.23191754519939423) | > loss_disc_real_3: 0.23003996908664703 (0.22991768519083658) | > loss_disc_real_4: 0.17194318771362305 (0.22351389792230394) | > loss_disc_real_5: 0.23256856203079224 (0.26620788872241974) | > loss_0: 2.2710673809051514 (2.3096459441714816) | > loss_gen: 2.426208972930908 (2.4562689463297525) | > loss_kl: 2.009777545928955 (2.180681029955546) | > loss_feat: 6.855924129486084 (6.989823553297255) | > loss_mel: 21.158658981323242 (20.496589024861652) | > loss_duration: 2.0788650512695312 (2.2360134654574924) | > loss_1: 34.52943420410156 (34.35937627156576)  --> STEP: 10 | > loss_disc: 2.500581979751587 (2.328739547729492) | > loss_disc_real_0: 0.06677894294261932 (0.07572889178991318) | > loss_disc_real_1: 0.20942895114421844 (0.2194818526506424) | > loss_disc_real_2: 0.2855943441390991 (0.23728522509336472) | > loss_disc_real_3: 0.2793096601963043 (0.23485688269138336) | > loss_disc_real_4: 0.3019327223300934 (0.23135578036308288) | > loss_disc_real_5: 0.3510449528694153 (0.27469159513711927) | > loss_0: 2.500581979751587 (2.328739547729492) | > loss_gen: 2.5303895473480225 (2.4636810064315795) | > loss_kl: 1.7754161357879639 (2.140154540538788) | > loss_feat: 6.371833324432373 (6.928024530410767) | > loss_mel: 19.301944732666016 (20.37712459564209) | > loss_duration: 2.2362382411956787 (2.236035943031311) | > loss_1: 32.2158203125 (34.14502067565918)  --> STEP: 11 | > loss_disc: 2.283942937850952 (2.324667128649625) | > loss_disc_real_0: 0.054097630083560944 (0.07376241345297206) | > loss_disc_real_1: 0.20367193222045898 (0.21804458715698935) | > loss_disc_real_2: 0.25329264998435974 (0.23874044553800064) | > loss_disc_real_3: 0.19138973951339722 (0.23090532422065735) | > loss_disc_real_4: 0.13622312247753143 (0.22270735691894183) | > loss_disc_real_5: 0.22058641910552979 (0.26977294277061115) | > loss_0: 2.283942937850952 (2.324667128649625) | > loss_gen: 2.2691571712493896 (2.445997021415017) | > loss_kl: 2.0987071990966797 (2.136386600407687) | > loss_feat: 8.197436332702637 (7.043425603346392) | > loss_mel: 18.63384246826172 (20.218644402243875) | > loss_duration: 2.375762462615967 (2.2487383539026435) | > loss_1: 33.57490539550781 (34.093192013827235)  --> STEP: 12 | > loss_disc: 2.2372050285339355 (2.3173786203066506) | > loss_disc_real_0: 0.12420297414064407 (0.07796579351027806) | > loss_disc_real_1: 0.16343849897384644 (0.2134940798083941) | > loss_disc_real_2: 0.2555723190307617 (0.24014310166239738) | > loss_disc_real_3: 0.1778506636619568 (0.2264841025074323) | > loss_disc_real_4: 0.23676803708076477 (0.22387908026576042) | > loss_disc_real_5: 0.1816474199295044 (0.2624291492005189) | > loss_0: 2.2372050285339355 (2.3173786203066506) | > loss_gen: 2.2798714637756348 (2.432153224945069) | > loss_kl: 1.8819588422775269 (2.1151842872301736) | > loss_feat: 6.588772773742676 (7.0055378675460815) | > loss_mel: 19.769027709960938 (20.18117634455363) | > loss_duration: 2.2605104446411133 (2.2497193614641824) | > loss_1: 32.7801399230957 (33.983771006266274)  --> STEP: 13 | > loss_disc: 2.343397617340088 (2.3193800816169152) | > loss_disc_real_0: 0.049565866589546204 (0.07578118374714485) | > loss_disc_real_1: 0.27696603536605835 (0.21837653792821443) | > loss_disc_real_2: 0.2400618940591812 (0.24013685492368844) | > loss_disc_real_3: 0.20198825001716614 (0.2245998061620272) | > loss_disc_real_4: 0.179053395986557 (0.2204309507058217) | > loss_disc_real_5: 0.27162450551986694 (0.26313648430200726) | > loss_0: 2.343397617340088 (2.3193800816169152) | > loss_gen: 2.5888149738311768 (2.4442041287055387) | > loss_kl: 2.7165651321411133 (2.161444352223323) | > loss_feat: 7.095981597900391 (7.012495077573336) | > loss_mel: 19.11150360107422 (20.098893825824444) | > loss_duration: 2.166616678237915 (2.2433268473698544) | > loss_1: 33.679481506347656 (33.96036412165715)  --> STEP: 14 | > loss_disc: 2.5273375511169434 (2.334234186581203) | > loss_disc_real_0: 0.06906847655773163 (0.07530170466218676) | > loss_disc_real_1: 0.20359110832214355 (0.21732043581349508) | > loss_disc_real_2: 0.24424557387828827 (0.24043033484901702) | > loss_disc_real_3: 0.23002833127975464 (0.2249875579561506) | > loss_disc_real_4: 0.29906055331230164 (0.22604735089199884) | > loss_disc_real_5: 0.3448730409145355 (0.2689748097743307) | > loss_0: 2.5273375511169434 (2.334234186581203) | > loss_gen: 2.3860390186309814 (2.4400494779859274) | > loss_kl: 3.0290048122406006 (2.223412956510271) | > loss_feat: 5.752570152282715 (6.922500440052578) | > loss_mel: 21.343345642089844 (20.187783241271973) | > loss_duration: 2.336768865585327 (2.2500012772423883) | > loss_1: 34.84772872924805 (34.023747307913645)  --> STEP: 15 | > loss_disc: 2.2916042804718018 (2.331392192840576) | > loss_disc_real_0: 0.07480926066637039 (0.07526887506246567) | > loss_disc_real_1: 0.2996549606323242 (0.22280940413475037) | > loss_disc_real_2: 0.21534432470798492 (0.2387579341729482) | > loss_disc_real_3: 0.1965191811323166 (0.223089666167895) | > loss_disc_real_4: 0.14598476886749268 (0.22070984542369843) | > loss_disc_real_5: 0.23477064073085785 (0.26669453183809916) | > loss_0: 2.2916042804718018 (2.331392192840576) | > loss_gen: 2.394888401031494 (2.4370387395222988) | > loss_kl: 2.9311819076538086 (2.270597553253174) | > loss_feat: 7.902163982391357 (6.987811342875163) | > loss_mel: 19.212018966674805 (20.12273228963216) | > loss_duration: 2.2504937648773193 (2.2500341097513834) | > loss_1: 34.69074630737305 (34.068213907877606)  --> STEP: 16 | > loss_disc: 2.5823545455932617 (2.347077339887619) | > loss_disc_real_0: 0.11095646768808365 (0.07749934960156679) | > loss_disc_real_1: 0.2628423869609833 (0.22531146556138992) | > loss_disc_real_2: 0.3319298326969147 (0.2445811778306961) | > loss_disc_real_3: 0.2621046304702759 (0.2255281014367938) | > loss_disc_real_4: 0.1756613701581955 (0.2178943157196045) | > loss_disc_real_5: 0.30686208605766296 (0.2692050039768219) | > loss_0: 2.5823545455932617 (2.347077339887619) | > loss_gen: 2.6304194927215576 (2.4491250365972523) | > loss_kl: 2.3150806427001953 (2.2733777463436127) | > loss_feat: 8.76994514465332 (7.099194705486298) | > loss_mel: 16.59124755859375 (19.90201449394226) | > loss_duration: 2.3177733421325684 (2.2542678117752075) | > loss_1: 32.62446594238281 (33.97797966003418)  --> STEP: 17 | > loss_disc: 2.3161768913269043 (2.345259666442871) | > loss_disc_real_0: 0.11881199479103088 (0.07992950520094703) | > loss_disc_real_1: 0.16434280574321747 (0.22172507380737977) | > loss_disc_real_2: 0.2594071328639984 (0.24545329283265507) | > loss_disc_real_3: 0.21857017278671265 (0.2251188115162008) | > loss_disc_real_4: 0.2616608738899231 (0.22046881914138794) | > loss_disc_real_5: 0.26739946007728577 (0.26909879551214333) | > loss_0: 2.3161768913269043 (2.345259666442871) | > loss_gen: 2.3596138954162598 (2.4438596753513115) | > loss_kl: 2.2124836444854736 (2.2697957403519573) | > loss_feat: 6.283583641052246 (7.051217584049001) | > loss_mel: 18.944976806640625 (19.845718159395105) | > loss_duration: 2.410097599029541 (2.2634342698489918) | > loss_1: 32.21075439453125 (33.874025232651654)  --> STEP: 18 | > loss_disc: 2.42128849029541 (2.3494834899902344) | > loss_disc_real_0: 0.07682092487812042 (0.07975680629412334) | > loss_disc_real_1: 0.19283664226531982 (0.220120160943932) | > loss_disc_real_2: 0.21743112802505493 (0.2438965058988995) | > loss_disc_real_3: 0.21533091366291046 (0.22457503941324022) | > loss_disc_real_4: 0.19131411612033844 (0.2188491134179963) | > loss_disc_real_5: 0.33055925369262695 (0.2725132654110591) | > loss_0: 2.42128849029541 (2.3494834899902344) | > loss_gen: 2.1889946460723877 (2.429700507058038) | > loss_kl: 3.0349667072296143 (2.3123052385118275) | > loss_feat: 8.050293922424316 (7.106721825069851) | > loss_mel: 20.980270385742188 (19.908748838636612) | > loss_duration: 2.250889539718628 (2.262737340397305) | > loss_1: 36.50541305541992 (34.02021344502767)  --> STEP: 19 | > loss_disc: 2.553593158721924 (2.3602261041340076) | > loss_disc_real_0: 0.10614817589521408 (0.08114582574681233) | > loss_disc_real_1: 0.24036434292793274 (0.22118564420624784) | > loss_disc_real_2: 0.2720988392829895 (0.24538083923490425) | > loss_disc_real_3: 0.2148064523935318 (0.2240609032543082) | > loss_disc_real_4: 0.24339395761489868 (0.22014094732309641) | > loss_disc_real_5: 0.2480853945016861 (0.27122758799477625) | > loss_0: 2.553593158721924 (2.3602261041340076) | > loss_gen: 2.1234915256500244 (2.413584244878669) | > loss_kl: 1.7893093824386597 (2.284779140823766) | > loss_feat: 4.558676719665527 (6.972614187943308) | > loss_mel: 16.95306396484375 (19.753186476858037) | > loss_duration: 2.272836446762085 (2.2632688723112406) | > loss_1: 27.697378158569336 (33.68743264047723)  --> STEP: 20 | > loss_disc: 2.259296417236328 (2.3551796197891237) | > loss_disc_real_0: 0.05956388637423515 (0.08006672877818347) | > loss_disc_real_1: 0.2354329377412796 (0.22189800888299943) | > loss_disc_real_2: 0.2086510807275772 (0.2435443513095379) | > loss_disc_real_3: 0.19817666709423065 (0.22276669144630432) | > loss_disc_real_4: 0.23446880280971527 (0.22085734009742736) | > loss_disc_real_5: 0.2239237129688263 (0.2688623942434788) | > loss_0: 2.259296417236328 (2.3551796197891237) | > loss_gen: 2.3294291496276855 (2.4093764901161197) | > loss_kl: 1.7262353897094727 (2.2568519532680513) | > loss_feat: 6.2413411140441895 (6.936050534248352) | > loss_mel: 17.68307876586914 (19.64968109130859) | > loss_duration: 2.2963836193084717 (2.264924609661102) | > loss_1: 30.27646827697754 (33.51688442230225)  --> STEP: 21 | > loss_disc: 2.39197039604187 (2.3569315615154447) | > loss_disc_real_0: 0.05638158693909645 (0.07893886488108408) | > loss_disc_real_1: 0.27351292967796326 (0.2243558622541882) | > loss_disc_real_2: 0.21105197072029114 (0.24199709509100234) | > loss_disc_real_3: 0.24921514093875885 (0.22402614142213548) | > loss_disc_real_4: 0.22895574569702148 (0.2212429784593128) | > loss_disc_real_5: 0.3230157196521759 (0.2714411240248453) | > loss_0: 2.39197039604187 (2.3569315615154447) | > loss_gen: 2.3761301040649414 (2.4077933288755875) | > loss_kl: 2.091852903366089 (2.248994855653672) | > loss_feat: 5.681397914886475 (6.876305171421596) | > loss_mel: 18.7021484375 (19.604560488746277) | > loss_duration: 2.134873867034912 (2.258731717155093) | > loss_1: 30.98640251159668 (33.39638528369722)  --> STEP: 22 | > loss_disc: 2.5527760982513428 (2.3658335859125312) | > loss_disc_real_0: 0.06307649612426758 (0.0782178481194106) | > loss_disc_real_1: 0.2376457303762436 (0.22495994716882706) | > loss_disc_real_2: 0.24600350856781006 (0.2421792047944936) | > loss_disc_real_3: 0.258143812417984 (0.2255769446492195) | > loss_disc_real_4: 0.19626836478710175 (0.22010776874693957) | > loss_disc_real_5: 0.3129330575466156 (0.2733271210031076) | > loss_0: 2.5527760982513428 (2.3658335859125312) | > loss_gen: 2.218555450439453 (2.3991916071284902) | > loss_kl: 1.8827072381973267 (2.2323454184965654) | > loss_feat: 6.878174304962158 (6.876390132037076) | > loss_mel: 18.023462295532227 (19.53269238905473) | > loss_duration: 2.13832426071167 (2.2532586509531196) | > loss_1: 31.141223907470703 (33.2938779484142)  --> STEP: 23 | > loss_disc: 2.6574573516845703 (2.3785128800765327) | > loss_disc_real_0: 0.08275087177753448 (0.07841493610454642) | > loss_disc_real_1: 0.3254266679286957 (0.22932806546273438) | > loss_disc_real_2: 0.26577410101890564 (0.24320506984772888) | > loss_disc_real_3: 0.2552698850631714 (0.22686794205852176) | > loss_disc_real_4: 0.2081717997789383 (0.21958881357441778) | > loss_disc_real_5: 0.24141573905944824 (0.2719396696142528) | > loss_0: 2.6574573516845703 (2.3785128800765327) | > loss_gen: 2.205918312072754 (2.3907884203869365) | > loss_kl: 2.340909719467163 (2.237065605495287) | > loss_feat: 7.088622093200684 (6.885617608609407) | > loss_mel: 17.7264404296875 (19.4541596951692) | > loss_duration: 2.276798725128174 (2.2542821324389912) | > loss_1: 31.638687133789062 (33.22191313038702)  --> STEP: 24 | > loss_disc: 2.368929386138916 (2.378113567829132) | > loss_disc_real_0: 0.08960471302270889 (0.07888117680946986) | > loss_disc_real_1: 0.23275548219680786 (0.2294708744933208) | > loss_disc_real_2: 0.19499483704566956 (0.2411963101476431) | > loss_disc_real_3: 0.2169325351715088 (0.2264539667715629) | > loss_disc_real_4: 0.20559100806713104 (0.21900557167828083) | > loss_disc_real_5: 0.22827941179275513 (0.2701204922050237) | > loss_0: 2.368929386138916 (2.378113567829132) | > loss_gen: 2.143500328063965 (2.3804847498734794) | > loss_kl: 2.114502191543579 (2.2319587965806327) | > loss_feat: 5.5120849609375 (6.828387081623077) | > loss_mel: 19.587434768676758 (19.459712823232014) | > loss_duration: 2.4072346687316895 (2.2606551547845206) | > loss_1: 31.764755249023438 (33.161198218663536)  --> STEP: 25 | > loss_disc: 2.5085530281066895 (2.3833311462402342) | > loss_disc_real_0: 0.06850391626358032 (0.07846608638763428) | > loss_disc_real_1: 0.26119694113731384 (0.23073991715908052) | > loss_disc_real_2: 0.29395386576652527 (0.24330661237239837) | > loss_disc_real_3: 0.28889039158821106 (0.22895142376422883) | > loss_disc_real_4: 0.225497767329216 (0.21926525950431824) | > loss_disc_real_5: 0.3339535593986511 (0.27267381489276876) | > loss_0: 2.5085530281066895 (2.3833311462402342) | > loss_gen: 2.602907657623291 (2.3893816661834717) | > loss_kl: 2.661045789718628 (2.2491222763061525) | > loss_feat: 6.889457702636719 (6.830829906463623) | > loss_mel: 17.038082122802734 (19.362847595214845) | > loss_duration: 2.3241281509399414 (2.2631940746307375) | > loss_1: 31.515621185302734 (33.0953751373291)  --> STEP: 26 | > loss_disc: 2.5235886573791504 (2.3887256658994236) | > loss_disc_real_0: 0.0516788586974144 (0.0774358083995489) | > loss_disc_real_1: 0.1918094903230667 (0.22924259305000305) | > loss_disc_real_2: 0.24450832605361938 (0.24335283212936842) | > loss_disc_real_3: 0.18573327362537384 (0.2272891872204267) | > loss_disc_real_4: 0.18775156140327454 (0.21805319419273964) | > loss_disc_real_5: 0.2035779505968094 (0.2700162816506165) | > loss_0: 2.5235886573791504 (2.3887256658994236) | > loss_gen: 1.9233758449554443 (2.371458365367009) | > loss_kl: 2.300264596939087 (2.2510892886381884) | > loss_feat: 12.284029960632324 (7.040568370085496) | > loss_mel: 15.752265930175781 (19.223979069636417) | > loss_duration: 2.2704548835754395 (2.263473336513226) | > loss_1: 34.53038787841797 (33.150567935063286) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025735635023850655 (+0.00011011270376352087) | > avg_loss_disc: 2.3887256658994236 (+0.09723406571608306) | > avg_loss_disc_real_0: 0.0774358083995489 (-0.011255778945409328) | > avg_loss_disc_real_1: 0.22924259305000305 (+0.030927977023216396) | > avg_loss_disc_real_2: 0.24335283212936842 (-0.0031931595160411552) | > avg_loss_disc_real_3: 0.2272891872204267 (-0.03781310411599967) | > avg_loss_disc_real_4: 0.21805319419273964 (-0.010916146521384895) | > avg_loss_disc_real_5: 0.2700162816506165 (+0.027584487429031884) | > avg_loss_0: 2.3887256658994236 (+0.09723406571608306) | > avg_loss_gen: 2.371458365367009 (-0.10655971673818732) | > avg_loss_kl: 2.2510892886381884 (-0.05250029839002179) | > avg_loss_feat: 7.040568370085496 (-0.4630601222698507) | > avg_loss_mel: 19.223979069636417 (+0.03143846071683498) | > avg_loss_duration: 2.263473336513226 (-0.009045160733735624) | > avg_loss_1: 33.150567935063286 (-0.5997273371769865)  > EPOCH: 210/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:09:32)   --> TIME: 2024-06-11 00:09:41 -- STEP: 24/330 -- GLOBAL_STEP: 157325 | > loss_disc: 2.3695156574249268 (2.3063792089621225) | > loss_disc_real_0: 0.09415686130523682 (0.11329501215368509) | > loss_disc_real_1: 0.24629683792591095 (0.20244278324147066) | > loss_disc_real_2: 0.23462289571762085 (0.2157426873842875) | > loss_disc_real_3: 0.21823002398014069 (0.22379787638783455) | > loss_disc_real_4: 0.244516521692276 (0.21942691504955292) | > loss_disc_real_5: 0.2149180769920349 (0.21845353208482265) | > loss_0: 2.3695156574249268 (2.3063792089621225) | > grad_norm_0: tensor(8.2827, device='cuda:0') (tensor(8.0410, device='cuda:0')) | > loss_gen: 2.418231248855591 (2.520363797744115) | > loss_kl: 1.671441912651062 (1.7176576157410939) | > loss_feat: 7.413249969482422 (7.066538691520691) | > loss_mel: 18.458850860595703 (19.303853750228882) | > loss_duration: 2.0301616191864014 (2.141587277253468) | > loss_1: 31.99193572998047 (32.75000055631002) | > grad_norm_1: tensor(110.4732, device='cuda:0') (tensor(100.4836, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3595 (0.35703911383946735) | > loader_time: 0.0038 (0.0034397542476654053)  --> TIME: 2024-06-11 00:09:50 -- STEP: 49/330 -- GLOBAL_STEP: 157350 | > loss_disc: 2.3665571212768555 (2.307340227827734) | > loss_disc_real_0: 0.12612250447273254 (0.11206263486219913) | > loss_disc_real_1: 0.20077979564666748 (0.20043511901582986) | > loss_disc_real_2: 0.20255440473556519 (0.21494510891486188) | > loss_disc_real_3: 0.2257077395915985 (0.22372921388976427) | > loss_disc_real_4: 0.21102666854858398 (0.2198258179182909) | > loss_disc_real_5: 0.23291251063346863 (0.21444761631440143) | > loss_0: 2.3665571212768555 (2.307340227827734) | > grad_norm_0: tensor(23.6264, device='cuda:0') (tensor(9.2221, device='cuda:0')) | > loss_gen: 2.5035440921783447 (2.5300584277328184) | > loss_kl: 1.7238776683807373 (1.7184933934892928) | > loss_feat: 7.002396583557129 (7.132394158110326) | > loss_mel: 18.819820404052734 (19.21622579924914) | > loss_duration: 1.9928897619247437 (2.090380916790086) | > loss_1: 32.04253005981445 (32.687552276922716) | > grad_norm_1: tensor(350.3391, device='cuda:0') (tensor(117.5788, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3526 (0.350696899452988) | > loader_time: 0.0033 (0.003396676511180644)  --> TIME: 2024-06-11 00:09:59 -- STEP: 74/330 -- GLOBAL_STEP: 157375 | > loss_disc: 2.2025482654571533 (2.309268200719679) | > loss_disc_real_0: 0.13072505593299866 (0.11489661037921906) | > loss_disc_real_1: 0.2034173160791397 (0.20056943313495532) | > loss_disc_real_2: 0.1809138059616089 (0.2133872269375904) | > loss_disc_real_3: 0.21212473511695862 (0.22468112348704725) | > loss_disc_real_4: 0.21289150416851044 (0.2192911288222751) | > loss_disc_real_5: 0.2125185877084732 (0.21362748903197212) | > loss_0: 2.2025482654571533 (2.309268200719679) | > grad_norm_0: tensor(14.2862, device='cuda:0') (tensor(10.0755, device='cuda:0')) | > loss_gen: 2.689692497253418 (2.534756837664424) | > loss_kl: 1.7234348058700562 (1.7184956250963985) | > loss_feat: 8.016046524047852 (7.2180718602360905) | > loss_mel: 19.026397705078125 (19.236514684316276) | > loss_duration: 1.9843883514404297 (2.0701504510802184) | > loss_1: 33.43995666503906 (32.777989103987395) | > grad_norm_1: tensor(146.7126, device='cuda:0') (tensor(112.1530, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3589 (0.35064354136183457) | > loader_time: 0.0034 (0.003419077074205553)  --> TIME: 2024-06-11 00:10:08 -- STEP: 99/330 -- GLOBAL_STEP: 157400 | > loss_disc: 2.2508633136749268 (2.3061342672868204) | > loss_disc_real_0: 0.12583677470684052 (0.11549606625780914) | > loss_disc_real_1: 0.20501494407653809 (0.2008138914601971) | > loss_disc_real_2: 0.1746324896812439 (0.21414136419994662) | > loss_disc_real_3: 0.22201213240623474 (0.22463060162886225) | > loss_disc_real_4: 0.2098057121038437 (0.21984078637277238) | > loss_disc_real_5: 0.23093387484550476 (0.2130624573640149) | > loss_0: 2.2508633136749268 (2.3061342672868204) | > grad_norm_0: tensor(19.2847, device='cuda:0') (tensor(11.0995, device='cuda:0')) | > loss_gen: 2.7202532291412354 (2.5474324948859937) | > loss_kl: 1.7329343557357788 (1.7160671034244577) | > loss_feat: 7.953979015350342 (7.260820538106591) | > loss_mel: 20.033315658569336 (19.203365268129296) | > loss_duration: 2.0639920234680176 (2.0652691824267593) | > loss_1: 34.50447463989258 (32.79295428112297) | > grad_norm_1: tensor(334.2667, device='cuda:0') (tensor(139.0325, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3601 (0.35117924333822853) | > loader_time: 0.0042 (0.0035081198721221)  --> TIME: 2024-06-11 00:10:17 -- STEP: 124/330 -- GLOBAL_STEP: 157425 | > loss_disc: 2.300045967102051 (2.3049924969673157) | > loss_disc_real_0: 0.10087499022483826 (0.11518551799799165) | > loss_disc_real_1: 0.17100802063941956 (0.19946488786128255) | > loss_disc_real_2: 0.19867077469825745 (0.2160277121490048) | > loss_disc_real_3: 0.2248804271221161 (0.22397676182370033) | > loss_disc_real_4: 0.1997493952512741 (0.21958790178741178) | > loss_disc_real_5: 0.21716982126235962 (0.21259466222217005) | > loss_0: 2.300045967102051 (2.3049924969673157) | > grad_norm_0: tensor(14.1933, device='cuda:0') (tensor(12.6180, device='cuda:0')) | > loss_gen: 2.4478914737701416 (2.5534652125450874) | > loss_kl: 1.74478280544281 (1.7143612542460043) | > loss_feat: 7.470517635345459 (7.306495781867735) | > loss_mel: 19.66958236694336 (19.207370727292954) | > loss_duration: 2.0811195373535156 (2.064996031984205) | > loss_1: 33.41389465332031 (32.84668877816968) | > grad_norm_1: tensor(47.9919, device='cuda:0') (tensor(165.0107, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.4097 (0.35477577870891946) | > loader_time: 0.0047 (0.00363517576648343)  --> TIME: 2024-06-11 00:10:27 -- STEP: 149/330 -- GLOBAL_STEP: 157450 | > loss_disc: 2.363046169281006 (2.3050104371653304) | > loss_disc_real_0: 0.1520513892173767 (0.11557151487209653) | > loss_disc_real_1: 0.16240853071212769 (0.19960417323464516) | > loss_disc_real_2: 0.1887502670288086 (0.21527328667224654) | > loss_disc_real_3: 0.2234930396080017 (0.22432630534140055) | > loss_disc_real_4: 0.2275085598230362 (0.21917996720579647) | > loss_disc_real_5: 0.2206640988588333 (0.21191993025725325) | > loss_0: 2.363046169281006 (2.3050104371653304) | > grad_norm_0: tensor(41.4665, device='cuda:0') (tensor(13.6074, device='cuda:0')) | > loss_gen: 2.4428656101226807 (2.5518422142771264) | > loss_kl: 1.9252814054489136 (1.7200624606753356) | > loss_feat: 6.191686630249023 (7.308009790894169) | > loss_mel: 19.019855499267578 (19.223690340182927) | > loss_duration: 2.0829334259033203 (2.0661107061693325) | > loss_1: 31.662622451782227 (32.869715325784355) | > grad_norm_1: tensor(268.3172, device='cuda:0') (tensor(178.2993, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3751 (0.35840126972070485) | > loader_time: 0.0048 (0.0037635108768539934)  --> TIME: 2024-06-11 00:10:37 -- STEP: 174/330 -- GLOBAL_STEP: 157475 | > loss_disc: 2.205332040786743 (2.3068263434815672) | > loss_disc_real_0: 0.11846455186605453 (0.11656672160687118) | > loss_disc_real_1: 0.1934799998998642 (0.19962206594217782) | > loss_disc_real_2: 0.21320176124572754 (0.21606545544218744) | > loss_disc_real_3: 0.23014706373214722 (0.22462052329518328) | > loss_disc_real_4: 0.21821077167987823 (0.21940274202618107) | > loss_disc_real_5: 0.1813214272260666 (0.21306910537097654) | > loss_0: 2.205332040786743 (2.3068263434815672) | > grad_norm_0: tensor(37.4175, device='cuda:0') (tensor(16.6554, device='cuda:0')) | > loss_gen: 2.484116792678833 (2.5550051064326844) | > loss_kl: 1.6733529567718506 (1.7180086100238494) | > loss_feat: 7.512215614318848 (7.317228256970987) | > loss_mel: 19.117084503173828 (19.197768079823465) | > loss_duration: 2.1456031799316406 (2.069551548053478) | > loss_1: 32.932373046875 (32.85756146222695) | > grad_norm_1: tensor(358.1805, device='cuda:0') (tensor(193.7941, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3827 (0.3622743590124724) | > loader_time: 0.0049 (0.0038814023993481157)  --> TIME: 2024-06-11 00:10:47 -- STEP: 199/330 -- GLOBAL_STEP: 157500 | > loss_disc: 2.2444334030151367 (2.305490218215252) | > loss_disc_real_0: 0.18816876411437988 (0.11608158480656806) | > loss_disc_real_1: 0.20843178033828735 (0.19979821377663157) | > loss_disc_real_2: 0.2154710292816162 (0.2159057586037334) | > loss_disc_real_3: 0.2286667823791504 (0.2241485548678355) | > loss_disc_real_4: 0.20368322730064392 (0.21817354985217952) | > loss_disc_real_5: 0.18618403375148773 (0.21290313501154365) | > loss_0: 2.2444334030151367 (2.305490218215252) | > grad_norm_0: tensor(69.2680, device='cuda:0') (tensor(18.3458, device='cuda:0')) | > loss_gen: 2.7673568725585938 (2.564365802697798) | > loss_kl: 1.7904590368270874 (1.716823852241938) | > loss_feat: 7.215237617492676 (7.360710223116468) | > loss_mel: 18.76197052001953 (19.172421556022297) | > loss_duration: 2.176171064376831 (2.0761462078621613) | > loss_1: 32.7111930847168 (32.89046754309878) | > grad_norm_1: tensor(140.7516, device='cuda:0') (tensor(212.5840, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.3865 (0.36516629391579186) | > loader_time: 0.0049 (0.0040106809318964185) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_157500.pth  --> TIME: 2024-06-11 00:11:01 -- STEP: 224/330 -- GLOBAL_STEP: 157525 | > loss_disc: 2.2877869606018066 (2.3058055958577564) | > loss_disc_real_0: 0.09259214997291565 (0.11691917731825795) | > loss_disc_real_1: 0.14408794045448303 (0.1993227770685085) | > loss_disc_real_2: 0.20163898169994354 (0.21571173525548407) | > loss_disc_real_3: 0.26506075263023376 (0.2250013802466648) | > loss_disc_real_4: 0.24710772931575775 (0.21905453436608827) | > loss_disc_real_5: 0.25656116008758545 (0.2137410118510681) | > loss_0: 2.2877869606018066 (2.3058055958577564) | > grad_norm_0: tensor(30.7112, device='cuda:0') (tensor(21.4613, device='cuda:0')) | > loss_gen: 2.655867576599121 (2.5746827274560906) | > loss_kl: 1.8282947540283203 (1.7223041744104453) | > loss_feat: 7.979606628417969 (7.402758955955505) | > loss_mel: 18.995304107666016 (19.129255873816355) | > loss_duration: 2.1843061447143555 (2.0818502035524156) | > loss_1: 33.64337921142578 (32.91085182768955) | > grad_norm_1: tensor(552.8091, device='cuda:0') (tensor(229.1430, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.4022 (0.3691051368202483) | > loader_time: 0.0059 (0.004161312111786432)  --> TIME: 2024-06-11 00:11:12 -- STEP: 249/330 -- GLOBAL_STEP: 157550 | > loss_disc: 2.289879560470581 (2.3032929112154794) | > loss_disc_real_0: 0.09952206909656525 (0.11702984353026233) | > loss_disc_real_1: 0.21038515865802765 (0.19966706849006285) | > loss_disc_real_2: 0.2350456416606903 (0.21514918634211683) | > loss_disc_real_3: 0.22258880734443665 (0.22423070034827572) | > loss_disc_real_4: 0.22774656116962433 (0.21852087902735515) | > loss_disc_real_5: 0.26563987135887146 (0.2138133204007245) | > loss_0: 2.289879560470581 (2.3032929112154794) | > grad_norm_0: tensor(18.0511, device='cuda:0') (tensor(21.7849, device='cuda:0')) | > loss_gen: 2.5062201023101807 (2.570268965150456) | > loss_kl: 1.6460813283920288 (1.7228244634038474) | > loss_feat: 7.253525257110596 (7.399125499418941) | > loss_mel: 18.66016960144043 (19.08752731721564) | > loss_duration: 2.146336078643799 (2.0888963526032525) | > loss_1: 32.21233367919922 (32.868642523585535) | > grad_norm_1: tensor(233.8701, device='cuda:0') (tensor(236.3060, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.4191 (0.37403444688482945) | > loader_time: 0.0054 (0.0043004574067142575)  --> TIME: 2024-06-11 00:11:23 -- STEP: 274/330 -- GLOBAL_STEP: 157575 | > loss_disc: 2.265679359436035 (2.3023708345246146) | > loss_disc_real_0: 0.08826388418674469 (0.11740275254867373) | > loss_disc_real_1: 0.1898592859506607 (0.19969850495783953) | > loss_disc_real_2: 0.21553710103034973 (0.21521136779202163) | > loss_disc_real_3: 0.2453751266002655 (0.22449420370759754) | > loss_disc_real_4: 0.23729681968688965 (0.21882999829784797) | > loss_disc_real_5: 0.2503843605518341 (0.21342075801026217) | > loss_0: 2.265679359436035 (2.3023708345246146) | > grad_norm_0: tensor(36.2359, device='cuda:0') (tensor(21.6302, device='cuda:0')) | > loss_gen: 2.528841972351074 (2.569916643365455) | > loss_kl: 1.8339899778366089 (1.728619973154834) | > loss_feat: 7.3927693367004395 (7.425354190116382) | > loss_mel: 17.953659057617188 (19.046862602233887) | > loss_duration: 2.1636006832122803 (2.095710453760884) | > loss_1: 31.872859954833984 (32.86646378649411) | > grad_norm_1: tensor(263.6963, device='cuda:0') (tensor(238.9173, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.447 (0.37975225744456276) | > loader_time: 0.0058 (0.004454465678138453)  --> TIME: 2024-06-11 00:11:35 -- STEP: 299/330 -- GLOBAL_STEP: 157600 | > loss_disc: 2.3141074180603027 (2.300962243191773) | > loss_disc_real_0: 0.15294167399406433 (0.11751777237673668) | > loss_disc_real_1: 0.16215796768665314 (0.19987383280510088) | > loss_disc_real_2: 0.21358415484428406 (0.214893768912175) | > loss_disc_real_3: 0.19475850462913513 (0.22411804932814378) | > loss_disc_real_4: 0.2033766657114029 (0.21861246856159988) | > loss_disc_real_5: 0.21674036979675293 (0.21310503775858167) | > loss_0: 2.3141074180603027 (2.300962243191773) | > grad_norm_0: tensor(40.8040, device='cuda:0') (tensor(21.8241, device='cuda:0')) | > loss_gen: 2.4491536617279053 (2.566513902766247) | > loss_kl: 1.6266599893569946 (1.7313902334226015) | > loss_feat: 7.3169426918029785 (7.433442390084665) | > loss_mel: 17.85538101196289 (18.984940570333727) | > loss_duration: 2.2607123851776123 (2.1047777431864394) | > loss_1: 31.50885009765625 (32.82106476085239) | > grad_norm_1: tensor(304.1152, device='cuda:0') (tensor(245.9114, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.4706 (0.3865276276068544) | > loader_time: 0.0075 (0.004616049221128124)  --> TIME: 2024-06-11 00:11:49 -- STEP: 324/330 -- GLOBAL_STEP: 157625 | > loss_disc: 2.5393319129943848 (2.3015203093305048) | > loss_disc_real_0: 0.2413574457168579 (0.11843514909254915) | > loss_disc_real_1: 0.3332999348640442 (0.20019578128869142) | > loss_disc_real_2: 0.2957678735256195 (0.21515066599772295) | > loss_disc_real_3: 0.26019933819770813 (0.22378285321188562) | > loss_disc_real_4: 0.30479323863983154 (0.21863700380479847) | > loss_disc_real_5: 0.20936229825019836 (0.21276371433963015) | > loss_0: 2.5393319129943848 (2.3015203093305048) | > grad_norm_0: tensor(28.7748, device='cuda:0') (tensor(22.7583, device='cuda:0')) | > loss_gen: 2.5839037895202637 (2.568816195299593) | > loss_kl: 1.907811164855957 (1.7378125455644395) | > loss_feat: 10.595678329467773 (7.520463312113726) | > loss_mel: 20.075876235961914 (18.948338373207744) | > loss_duration: 2.2981605529785156 (2.117909087443056) | > loss_1: 37.461429595947266 (32.893339427900855) | > grad_norm_1: tensor(324.9341, device='cuda:0') (tensor(260.1626, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.58 (0.39872120412779444) | > loader_time: 0.0089 (0.004873355229695638)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.625110387802124 (2.625110387802124) | > loss_disc_real_0: 0.19882917404174805 (0.19882917404174805) | > loss_disc_real_1: 0.21819418668746948 (0.21819418668746948) | > loss_disc_real_2: 0.3302774131298065 (0.3302774131298065) | > loss_disc_real_3: 0.26214662194252014 (0.26214662194252014) | > loss_disc_real_4: 0.20339259505271912 (0.20339259505271912) | > loss_disc_real_5: 0.2112939953804016 (0.2112939953804016) | > loss_0: 2.625110387802124 (2.625110387802124) | > loss_gen: 2.258985996246338 (2.258985996246338) | > loss_kl: 2.145294189453125 (2.145294189453125) | > loss_feat: 4.94285249710083 (4.94285249710083) | > loss_mel: 14.101341247558594 (14.101341247558594) | > loss_duration: 2.8881688117980957 (2.8881688117980957) | > loss_1: 26.336641311645508 (26.336641311645508)  --> STEP: 1 | > loss_disc: 2.3302724361419678 (2.3302724361419678) | > loss_disc_real_0: 0.08139025419950485 (0.08139025419950485) | > loss_disc_real_1: 0.20537838339805603 (0.20537838339805603) | > loss_disc_real_2: 0.14532470703125 (0.14532470703125) | > loss_disc_real_3: 0.22468654811382294 (0.22468654811382294) | > loss_disc_real_4: 0.25797832012176514 (0.25797832012176514) | > loss_disc_real_5: 0.27474454045295715 (0.27474454045295715) | > loss_0: 2.3302724361419678 (2.3302724361419678) | > loss_gen: 2.219609498977661 (2.219609498977661) | > loss_kl: 2.421339750289917 (2.421339750289917) | > loss_feat: 6.378911972045898 (6.378911972045898) | > loss_mel: 19.55681800842285 (19.55681800842285) | > loss_duration: 2.299121141433716 (2.299121141433716) | > loss_1: 32.87580108642578 (32.87580108642578)  --> STEP: 2 | > loss_disc: 2.1042494773864746 (2.217260956764221) | > loss_disc_real_0: 0.09142453223466873 (0.08640739321708679) | > loss_disc_real_1: 0.11361464858055115 (0.1594965159893036) | > loss_disc_real_2: 0.28018718957901 (0.21275594830513) | > loss_disc_real_3: 0.22925230860710144 (0.2269694283604622) | > loss_disc_real_4: 0.18675824999809265 (0.2223682850599289) | > loss_disc_real_5: 0.20906947553157806 (0.2419070079922676) | > loss_0: 2.1042494773864746 (2.217260956764221) | > loss_gen: 2.5625600814819336 (2.3910847902297974) | > loss_kl: 2.6095943450927734 (2.515467047691345) | > loss_feat: 7.1994476318359375 (6.789179801940918) | > loss_mel: 19.21154022216797 (19.38417911529541) | > loss_duration: 2.3951988220214844 (2.3471599817276) | > loss_1: 33.97834014892578 (33.42707061767578)  --> STEP: 3 | > loss_disc: 2.438579559326172 (2.2910338242848716) | > loss_disc_real_0: 0.10882534086704254 (0.09388004243373871) | > loss_disc_real_1: 0.15586143732070923 (0.15828482309977213) | > loss_disc_real_2: 0.23000654578208923 (0.21850614746411642) | > loss_disc_real_3: 0.2978712320327759 (0.2506033629179001) | > loss_disc_real_4: 0.32503190636634827 (0.25658949216206867) | > loss_disc_real_5: 0.31541723012924194 (0.26641041537125904) | > loss_0: 2.438579559326172 (2.2910338242848716) | > loss_gen: 2.499131202697754 (2.4271002610524497) | > loss_kl: 2.4858171939849854 (2.5055837631225586) | > loss_feat: 5.358467102050781 (6.312275568644206) | > loss_mel: 18.9317569732666 (19.23337173461914) | > loss_duration: 2.209338903427124 (2.301219622294108) | > loss_1: 31.484512329101562 (32.77955118815104)  --> STEP: 4 | > loss_disc: 2.518887519836426 (2.34799724817276) | > loss_disc_real_0: 0.11074002832174301 (0.09809503890573978) | > loss_disc_real_1: 0.14571353793144226 (0.15514200180768967) | > loss_disc_real_2: 0.2579529285430908 (0.22836784273386002) | > loss_disc_real_3: 0.23020419478416443 (0.24550357088446617) | > loss_disc_real_4: 0.1995723992586136 (0.2423352189362049) | > loss_disc_real_5: 0.23883658647537231 (0.25951695814728737) | > loss_0: 2.518887519836426 (2.34799724817276) | > loss_gen: 2.1293301582336426 (2.352657735347748) | > loss_kl: 2.7332510948181152 (2.5625005960464478) | > loss_feat: 8.687009811401367 (6.905959129333496) | > loss_mel: 18.377134323120117 (19.019312381744385) | > loss_duration: 2.179917335510254 (2.2708940505981445) | > loss_1: 34.10664367675781 (33.111324310302734)  --> STEP: 5 | > loss_disc: 2.30670166015625 (2.339738130569458) | > loss_disc_real_0: 0.1382741630077362 (0.10613086372613907) | > loss_disc_real_1: 0.17658548057079315 (0.15943069756031036) | > loss_disc_real_2: 0.24822542071342468 (0.23233935832977295) | > loss_disc_real_3: 0.21546342968940735 (0.23949554264545442) | > loss_disc_real_4: 0.21506884694099426 (0.23688194453716277) | > loss_disc_real_5: 0.2135925590991974 (0.25033207833766935) | > loss_0: 2.30670166015625 (2.339738130569458) | > loss_gen: 2.3866498470306396 (2.3594561576843263) | > loss_kl: 2.4320144653320312 (2.5364033699035646) | > loss_feat: 6.232394218444824 (6.771246147155762) | > loss_mel: 17.228235244750977 (18.6610969543457) | > loss_duration: 2.335735559463501 (2.283862352371216) | > loss_1: 30.615028381347656 (32.612065124511716)  --> STEP: 6 | > loss_disc: 2.430933952331543 (2.354937434196472) | > loss_disc_real_0: 0.10272438824176788 (0.10556311781207721) | > loss_disc_real_1: 0.16286996006965637 (0.1600039079785347) | > loss_disc_real_2: 0.25431862473487854 (0.23600256939729056) | > loss_disc_real_3: 0.2837064564228058 (0.24686402827501297) | > loss_disc_real_4: 0.30879539251327515 (0.24886751919984818) | > loss_disc_real_5: 0.2117815464735031 (0.24390698969364166) | > loss_0: 2.430933952331543 (2.354937434196472) | > loss_gen: 2.2687830924987793 (2.344343980153402) | > loss_kl: 1.7574409246444702 (2.4065762956937156) | > loss_feat: 7.651487350463867 (6.917953014373779) | > loss_mel: 19.967376708984375 (18.87881024678548) | > loss_duration: 2.0926406383514404 (2.2519920667012534) | > loss_1: 33.737728118896484 (32.799675623575844)  --> STEP: 7 | > loss_disc: 2.048527240753174 (2.311164549418858) | > loss_disc_real_0: 0.07207487523555756 (0.10077908315828868) | > loss_disc_real_1: 0.202886164188385 (0.16612994457994187) | > loss_disc_real_2: 0.21538788080215454 (0.2330576138836997) | > loss_disc_real_3: 0.20716224610805511 (0.2411923451083047) | > loss_disc_real_4: 0.15985526144504547 (0.2361514823777335) | > loss_disc_real_5: 0.15025505423545837 (0.23052814177104405) | > loss_0: 2.048527240753174 (2.311164549418858) | > loss_gen: 2.583620071411133 (2.378526278904506) | > loss_kl: 3.269550085067749 (2.529858265604292) | > loss_feat: 8.683319091796875 (7.170148168291364) | > loss_mel: 20.83538246154785 (19.158320563180105) | > loss_duration: 2.449540853500366 (2.280213321958269) | > loss_1: 37.8214111328125 (33.51706641060965)  --> STEP: 8 | > loss_disc: 2.4314048290252686 (2.3261945843696594) | > loss_disc_real_0: 0.14094147086143494 (0.10579938162118196) | > loss_disc_real_1: 0.1111103892326355 (0.1592525001615286) | > loss_disc_real_2: 0.19006800651550293 (0.2276839129626751) | > loss_disc_real_3: 0.2099514752626419 (0.23728723637759686) | > loss_disc_real_4: 0.14902211725711823 (0.2252603117376566) | > loss_disc_real_5: 0.1585794985294342 (0.22153456136584282) | > loss_0: 2.4314048290252686 (2.3261945843696594) | > loss_gen: 2.0687592029571533 (2.339805394411087) | > loss_kl: 2.39477276802063 (2.512972578406334) | > loss_feat: 8.240287780761719 (7.303915619850159) | > loss_mel: 19.838207244873047 (19.243306398391724) | > loss_duration: 2.1445090770721436 (2.2632502913475037) | > loss_1: 34.6865348815918 (33.66324996948242)  --> STEP: 9 | > loss_disc: 2.368368625640869 (2.3308805889553494) | > loss_disc_real_0: 0.07269032299518585 (0.10212059732940462) | > loss_disc_real_1: 0.09713317453861237 (0.15235035287009346) | > loss_disc_real_2: 0.24686533212661743 (0.2298151817586687) | > loss_disc_real_3: 0.28625157475471497 (0.24272771841949886) | > loss_disc_real_4: 0.24513812363147736 (0.2274689575036367) | > loss_disc_real_5: 0.16858725249767303 (0.2156515270471573) | > loss_0: 2.368368625640869 (2.3308805889553494) | > loss_gen: 2.2360286712646484 (2.328274647394816) | > loss_kl: 1.767376184463501 (2.430128534634908) | > loss_feat: 8.596790313720703 (7.447568363613552) | > loss_mel: 22.027759552001953 (19.552690082126194) | > loss_duration: 2.035478115081787 (2.237942271762424) | > loss_1: 36.663429260253906 (33.99660322401259)  --> STEP: 10 | > loss_disc: 2.4198849201202393 (2.3397810220718385) | > loss_disc_real_0: 0.13257558643817902 (0.10516609624028206) | > loss_disc_real_1: 0.21746721863746643 (0.15886203944683075) | > loss_disc_real_2: 0.2559470534324646 (0.2324283689260483) | > loss_disc_real_3: 0.21478308737277985 (0.23993325531482695) | > loss_disc_real_4: 0.18119244277477264 (0.22284130603075028) | > loss_disc_real_5: 0.1829386204481125 (0.2123802363872528) | > loss_0: 2.4198849201202393 (2.3397810220718385) | > loss_gen: 2.3513550758361816 (2.330582690238953) | > loss_kl: 2.141936779022217 (2.4013093590736387) | > loss_feat: 6.155008792877197 (7.318312406539917) | > loss_mel: 17.43128776550293 (19.340549850463866) | > loss_duration: 2.2984023094177246 (2.243988275527954) | > loss_1: 30.37799072265625 (33.634741973876956)  --> STEP: 11 | > loss_disc: 2.297105550765991 (2.3359014337713067) | > loss_disc_real_0: 0.1136193722486496 (0.10593457587740639) | > loss_disc_real_1: 0.2027701586484909 (0.16285368664698166) | > loss_disc_real_2: 0.24499830603599548 (0.23357109048149802) | > loss_disc_real_3: 0.21150073409080505 (0.2373484806580977) | > loss_disc_real_4: 0.24128229916095734 (0.2245177599516782) | > loss_disc_real_5: 0.2714928388595581 (0.21775410933928055) | > loss_0: 2.297105550765991 (2.3359014337713067) | > loss_gen: 2.557953119277954 (2.351252729242498) | > loss_kl: 2.1839940547943115 (2.3815534223209727) | > loss_feat: 7.413176536560059 (7.32693641835993) | > loss_mel: 18.29286766052246 (19.24530601501465) | > loss_duration: 2.4292962551116943 (2.2608344554901123) | > loss_1: 32.87728500366211 (33.56588224931197)  --> STEP: 12 | > loss_disc: 2.291522979736328 (2.332203229268392) | > loss_disc_real_0: 0.08633100986480713 (0.10430094537635644) | > loss_disc_real_1: 0.24007295072078705 (0.1692886253197988) | > loss_disc_real_2: 0.2671351730823517 (0.2363680973649025) | > loss_disc_real_3: 0.3034518361091614 (0.242857093612353) | > loss_disc_real_4: 0.2691059112548828 (0.22823343922694525) | > loss_disc_real_5: 0.23347224295139313 (0.21906395380695662) | > loss_0: 2.291522979736328 (2.332203229268392) | > loss_gen: 2.8804516792297363 (2.3953526417414346) | > loss_kl: 2.148228883743286 (2.3621097107728324) | > loss_feat: 7.679813385009766 (7.3563428322474165) | > loss_mel: 19.289974212646484 (19.249028364817303) | > loss_duration: 2.2398438453674316 (2.259085237979889) | > loss_1: 34.238311767578125 (33.621918042500816)  --> STEP: 13 | > loss_disc: 2.922067642211914 (2.377577414879432) | > loss_disc_real_0: 0.16341640055179596 (0.10884828808215949) | > loss_disc_real_1: 0.24375489354133606 (0.1750167997983786) | > loss_disc_real_2: 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loss_disc_real_5: 0.30726030468940735 (0.23090546791042602) | > loss_0: 2.4126367568969727 (2.3800816535949707) | > loss_gen: 2.591179370880127 (2.390887532915388) | > loss_kl: 3.091015577316284 (2.4080843329429626) | > loss_feat: 7.119579792022705 (7.294022185461862) | > loss_mel: 18.920166015625 (19.161100387573242) | > loss_duration: 2.362982988357544 (2.262471539633615) | > loss_1: 34.084922790527344 (33.51656532287598)  --> STEP: 15 | > loss_disc: 2.056063652038574 (2.358480453491211) | > loss_disc_real_0: 0.10403371602296829 (0.11088060438632966) | > loss_disc_real_1: 0.10790195316076279 (0.1700930342078209) | > loss_disc_real_2: 0.15970107913017273 (0.23565577069918314) | > loss_disc_real_3: 0.19937196373939514 (0.2470283567905426) | > loss_disc_real_4: 0.15574297308921814 (0.23147719303766887) | > loss_disc_real_5: 0.17279134690761566 (0.22703119317690532) | > loss_0: 2.056063652038574 (2.358480453491211) | > loss_gen: 2.5426275730133057 (2.401003535588582) | > loss_kl: 2.6618547439575195 (2.425002360343933) | > loss_feat: 10.357857704162598 (7.4982778867085775) | > loss_mel: 20.91310691833496 (19.277900822957356) | > loss_duration: 2.3348875045776367 (2.267299270629883) | > loss_1: 38.81033706665039 (33.869483439127606)  --> STEP: 16 | > loss_disc: 2.2874255180358887 (2.3540395200252533) | > loss_disc_real_0: 0.11744432896375656 (0.11129083717241883) | > loss_disc_real_1: 0.19780568778514862 (0.17182507505640388) | > loss_disc_real_2: 0.2579502761363983 (0.2370491772890091) | > loss_disc_real_3: 0.243644118309021 (0.2468168418854475) | > loss_disc_real_4: 0.18532976508140564 (0.2285929787904024) | > loss_disc_real_5: 0.21619056165218353 (0.2263536537066102) | > loss_0: 2.2874255180358887 (2.3540395200252533) | > loss_gen: 2.703152894973755 (2.4198878705501556) | > loss_kl: 2.477001667022705 (2.4282523170113564) | > loss_feat: 7.544095516204834 (7.5011414885520935) | > loss_mel: 18.492496490478516 (19.22881305217743) | > loss_duration: 2.329279899597168 (2.271173059940338) | > loss_1: 33.54602813720703 (33.84926748275757)  --> STEP: 17 | > loss_disc: 2.7088100910186768 (2.3749083771425137) | > loss_disc_real_0: 0.08690302073955536 (0.10985625973519157) | > loss_disc_real_1: 0.2116265892982483 (0.17416634060004177) | > loss_disc_real_2: 0.2771914005279541 (0.2394104845383588) | > loss_disc_real_3: 0.3113158643245697 (0.2506109020289253) | > loss_disc_real_4: 0.2637554407119751 (0.2306613589034361) | > loss_disc_real_5: 0.26444369554519653 (0.22859424440299764) | > loss_0: 2.7088100910186768 (2.3749083771425137) | > loss_gen: 2.11965274810791 (2.4022269809947296) | > loss_kl: 1.7807608842849731 (2.39016458567451) | > loss_feat: 6.876260757446289 (7.464383798487046) | > loss_mel: 19.33721351623535 (19.23518955006319) | > loss_duration: 2.3640120029449463 (2.2766341742347267) | > loss_1: 32.477901458740234 (33.76859889310949)  --> STEP: 18 | > loss_disc: 2.343219757080078 (2.373147898250156) | > loss_disc_real_0: 0.07132328301668167 (0.10771553880638546) | > loss_disc_real_1: 0.1317298859357834 (0.17180875978536075) | > loss_disc_real_2: 0.20447510480880737 (0.2374696301089393) | > loss_disc_real_3: 0.22274228930473328 (0.24906264576647016) | > loss_disc_real_4: 0.1544991135597229 (0.2264301230510076) | > loss_disc_real_5: 0.16676001250743866 (0.2251590092976888) | > loss_0: 2.343219757080078 (2.373147898250156) | > loss_gen: 2.229475498199463 (2.3926296763949924) | > loss_kl: 2.2439987659454346 (2.3820442623562283) | > loss_feat: 9.132147789001465 (7.557037353515625) | > loss_mel: 18.896644592285156 (19.216381496853298) | > loss_duration: 2.2599706649780273 (2.2757084237204657) | > loss_1: 34.762237548828125 (33.823801040649414)  --> STEP: 19 | > loss_disc: 2.3912465572357178 (2.374100459249396) | > loss_disc_real_0: 0.17136789858341217 (0.11106566300517634) | > loss_disc_real_1: 0.22363914549350739 (0.17453667482263163) | > loss_disc_real_2: 0.22232498228549957 (0.23667254338138982) | > loss_disc_real_3: 0.27077022194862366 (0.2502051497760572) | > loss_disc_real_4: 0.2566125988960266 (0.22801867441127174) | > loss_disc_real_5: 0.1999996304512024 (0.2238348314636632) | > loss_0: 2.3912465572357178 (2.374100459249396) | > loss_gen: 2.481872081756592 (2.3973266450982345) | > loss_kl: 1.882242202758789 (2.3557388907984684) | > loss_feat: 5.552112579345703 (7.451514996980366) | > loss_mel: 15.236824989318848 (19.006931154351484) | > loss_duration: 2.2888410091400146 (2.276399612426758) | > loss_1: 27.44189453125 (33.487911224365234)  --> STEP: 20 | > loss_disc: 2.355876922607422 (2.3731892824172975) | > loss_disc_real_0: 0.10884131491184235 (0.11095444560050964) | > loss_disc_real_1: 0.16361480951309204 (0.17399058155715466) | > loss_disc_real_2: 0.281377911567688 (0.23890781179070472) | > loss_disc_real_3: 0.22797738015651703 (0.24909376129508018) | > loss_disc_real_4: 0.2489970177412033 (0.22906759157776832) | > loss_disc_real_5: 0.2941834330558777 (0.22735226154327393) | > loss_0: 2.355876922607422 (2.3731892824172975) | > loss_gen: 2.569263458251953 (2.4059234857559204) | > loss_kl: 1.8796569108963013 (2.33193479180336) | > loss_feat: 6.304944038391113 (7.3941864490509035) | > loss_mel: 20.904035568237305 (19.101786375045776) | > loss_duration: 2.3066203594207764 (2.2779106497764587) | > loss_1: 33.96451950073242 (33.511741638183594)  --> STEP: 21 | > loss_disc: 2.188394069671631 (2.3643895103817893) | > loss_disc_real_0: 0.09625721722841263 (0.11025457758279074) | > loss_disc_real_1: 0.1569780558347702 (0.17318046128466016) | > loss_disc_real_2: 0.3312954008579254 (0.2433072207939057) | > loss_disc_real_3: 0.3113676607608795 (0.25205918507916586) | > loss_disc_real_4: 0.21176889538764954 (0.22824384414014362) | > loss_disc_real_5: 0.23174387216567993 (0.2275613858586266) | > loss_0: 2.188394069671631 (2.3643895103817893) | > loss_gen: 2.8626790046691895 (2.4276737485613142) | > loss_kl: 2.6256940364837646 (2.3459233272643316) | > loss_feat: 6.836542129516602 (7.367631957644508) | > loss_mel: 18.51900291442871 (19.07403478168306) | > loss_duration: 2.1445536613464355 (2.271560316994077) | > loss_1: 32.98847198486328 (33.48682403564453)  --> STEP: 22 | > loss_disc: 2.2002975940704346 (2.3569307869130913) | > loss_disc_real_0: 0.123450368642807 (0.11085438626733693) | > loss_disc_real_1: 0.20481142401695251 (0.17461823231794618) | > loss_disc_real_2: 0.20454637706279755 (0.24154536426067352) | > loss_disc_real_3: 0.27444225549697876 (0.2530765973708846) | > loss_disc_real_4: 0.1772957593202591 (0.22592802210287613) | > loss_disc_real_5: 0.23921993374824524 (0.22809131985360925) | > loss_0: 2.2002975940704346 (2.3569307869130913) | > loss_gen: 2.768847703933716 (2.4431816556236963) | > loss_kl: 2.1669085025787354 (2.337786289778623) | > loss_feat: 9.023900985717773 (7.4429169134660205) | > loss_mel: 20.999980926513672 (19.16157778826627) | > loss_duration: 2.152871608734131 (2.2661653757095337) | > loss_1: 37.11250686645508 (33.651627800681375)  --> STEP: 23 | > loss_disc: 2.3932600021362305 (2.3585103180097495) | > loss_disc_real_0: 0.19855700433254242 (0.11466754357451978) | > loss_disc_real_1: 0.21471232175827026 (0.17636145359796027) | > loss_disc_real_2: 0.2662978172302246 (0.24262155786804532) | > loss_disc_real_3: 0.23501838743686676 (0.252291457808536) | > loss_disc_real_4: 0.24152612686157227 (0.22660620057064554) | > loss_disc_real_5: 0.2544934153556824 (0.22923923704935156) | > loss_0: 2.3932600021362305 (2.3585103180097495) | > loss_gen: 3.041203737258911 (2.4691826156947925) | > loss_kl: 2.4161300659179688 (2.341192540915116) | > loss_feat: 6.994473934173584 (7.423419392627219) | > loss_mel: 19.058561325073242 (19.157098811605703) | > loss_duration: 2.3144729137420654 (2.2682657034500786) | > loss_1: 33.82484436035156 (33.65915895544964)  --> STEP: 24 | > loss_disc: 2.43509578704834 (2.361701379219691) | > loss_disc_real_0: 0.06367611885070801 (0.1125429008776943) | > loss_disc_real_1: 0.20190545916557312 (0.17742578716327748) | > loss_disc_real_2: 0.25646495819091797 (0.24319836621483168) | > loss_disc_real_3: 0.25090181827545166 (0.2522335561613242) | > loss_disc_real_4: 0.24788495898246765 (0.22749281550447145) | > loss_disc_real_5: 0.3019331097602844 (0.2322681484123071) | > loss_0: 2.43509578704834 (2.361701379219691) | > loss_gen: 2.448342800140381 (2.468314290046692) | > loss_kl: 2.379441976547241 (2.3427862673997883) | > loss_feat: 7.579611778259277 (7.429927408695221) | > loss_mel: 20.419538497924805 (19.20970046520233) | > loss_duration: 2.389885187149048 (2.2733331819375358) | > loss_1: 35.216819763183594 (33.724061489105225)  --> STEP: 25 | > loss_disc: 2.539529800415039 (2.3688145160675047) | > loss_disc_real_0: 0.1115412786602974 (0.1125028359889984) | > loss_disc_real_1: 0.22615709900856018 (0.17937503963708878) | > loss_disc_real_2: 0.223150372505188 (0.24239644646644593) | > loss_disc_real_3: 0.3322518467903137 (0.25543428778648375) | > loss_disc_real_4: 0.2685522139072418 (0.22913519144058228) | > loss_disc_real_5: 0.2821161448955536 (0.23426206827163695) | > loss_0: 2.539529800415039 (2.3688145160675047) | > loss_gen: 2.6283442974090576 (2.4747154903411865) | > loss_kl: 2.598329782485962 (2.3530080080032354) | > loss_feat: 7.548854351043701 (7.43468448638916) | > loss_mel: 18.55296516418457 (19.18343105316162) | > loss_duration: 2.3309545516967773 (2.2756380367279054) | > loss_1: 33.659446716308594 (33.72147689819336)  --> STEP: 26 | > loss_disc: 2.5351579189300537 (2.3752123392545257) | > loss_disc_real_0: 0.17352131009101868 (0.11484970037753765) | > loss_disc_real_1: 0.11168964952230453 (0.17677175540190476) | > loss_disc_real_2: 0.20994997024536133 (0.24114850507332727) | > loss_disc_real_3: 0.10450498014688492 (0.24962931441572997) | > loss_disc_real_4: 0.05563301220536232 (0.22246203070076612) | > loss_disc_real_5: 0.09393534064292908 (0.22886488643976358) | > loss_0: 2.5351579189300537 (2.3752123392545257) | > loss_gen: 1.9936919212341309 (2.456214583837069) | > loss_kl: 2.4480464458465576 (2.3566633325356707) | > loss_feat: 16.043060302734375 (7.765775863940899) | > loss_mel: 20.513853073120117 (19.23460113085233) | > loss_duration: 2.2589166164398193 (2.274994905178364) | > loss_1: 43.257564544677734 (34.08824949998122) --> EVAL PERFORMANCE | > avg_loader_time: 0.032675724763136654 (+0.03010216126075159) | > avg_loss_disc: 2.3752123392545257 (-0.013513326644897905) | > avg_loss_disc_real_0: 0.11484970037753765 (+0.03741389197798875) | > avg_loss_disc_real_1: 0.17677175540190476 (-0.05247083764809829) | > avg_loss_disc_real_2: 0.24114850507332727 (-0.00220432705604115) | > avg_loss_disc_real_3: 0.24962931441572997 (+0.02234012719530326) | > avg_loss_disc_real_4: 0.22246203070076612 (+0.004408836508026481) | > avg_loss_disc_real_5: 0.22886488643976358 (-0.0411513952108529) | > avg_loss_0: 2.3752123392545257 (-0.013513326644897905) | > avg_loss_gen: 2.456214583837069 (+0.08475621847005987) | > avg_loss_kl: 2.3566633325356707 (+0.10557404389748237) | > avg_loss_feat: 7.765775863940899 (+0.725207493855403) | > avg_loss_mel: 19.23460113085233 (+0.010622061215912026) | > avg_loss_duration: 2.274994905178364 (+0.01152156866513776) | > avg_loss_1: 34.08824949998122 (+0.9376815649179306)  > EPOCH: 211/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:12:12)   --> TIME: 2024-06-11 00:12:19 -- STEP: 19/330 -- GLOBAL_STEP: 157650 | > loss_disc: 2.2706258296966553 (2.2860642483359888) | > loss_disc_real_0: 0.07134173810482025 (0.10343945065611287) | > loss_disc_real_1: 0.1811642050743103 (0.20195394283846804) | > loss_disc_real_2: 0.21355225145816803 (0.21678306868201808) | > loss_disc_real_3: 0.21007396280765533 (0.22813572381672106) | > loss_disc_real_4: 0.23904134333133698 (0.22435163196764493) | > loss_disc_real_5: 0.183162659406662 (0.22096781432628632) | > loss_0: 2.2706258296966553 (2.2860642483359888) | > grad_norm_0: tensor(47.4219, device='cuda:0') (tensor(16.2461, device='cuda:0')) | > loss_gen: 2.53330659866333 (2.6528106488679586) | > loss_kl: 1.706148624420166 (1.6866196895900525) | > loss_feat: 7.750906467437744 (7.506880408839176) | > loss_mel: 17.890220642089844 (19.44460085818642) | > loss_duration: 2.074901819229126 (2.1623805573112085) | > loss_1: 31.955482482910156 (33.453292545519375) | > grad_norm_1: tensor(143.9009, device='cuda:0') (tensor(188.7125, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3602 (0.3453366756439209) | > loader_time: 0.004 (0.0031186655948036595)  --> TIME: 2024-06-11 00:12:28 -- STEP: 44/330 -- GLOBAL_STEP: 157675 | > loss_disc: 2.3052515983581543 (2.248928974975239) | > loss_disc_real_0: 0.19460716843605042 (0.10846677541055462) | > loss_disc_real_1: 0.24585862457752228 (0.19993787394328552) | > loss_disc_real_2: 0.20799559354782104 (0.21276697516441345) | > loss_disc_real_3: 0.20597617328166962 (0.22046846998008815) | > loss_disc_real_4: 0.24530357122421265 (0.21943933042612943) | > loss_disc_real_5: 0.21512754261493683 (0.20932742817835373) | > loss_0: 2.3052515983581543 (2.248928974975239) | > grad_norm_0: tensor(9.2224, device='cuda:0') (tensor(17.9883, device='cuda:0')) | > loss_gen: 2.7178544998168945 (2.6670213124968787) | > loss_kl: 1.9026727676391602 (1.7182882753285496) | > loss_feat: 7.551181793212891 (7.595571344549006) | > loss_mel: 19.670387268066406 (19.369024233384565) | > loss_duration: 1.9859119653701782 (2.0939919894391834) | > loss_1: 33.828006744384766 (33.443897637453944) | > grad_norm_1: tensor(154.3005, device='cuda:0') (tensor(214.7917, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3579 (0.3503590551289645) | > loader_time: 0.0031 (0.003254245628010143)  --> TIME: 2024-06-11 00:12:38 -- STEP: 69/330 -- GLOBAL_STEP: 157700 | > loss_disc: 2.318344831466675 (2.2569195498590884) | > loss_disc_real_0: 0.12279481440782547 (0.11108521091333334) | > loss_disc_real_1: 0.20432592928409576 (0.19779709758965866) | > loss_disc_real_2: 0.1996428668498993 (0.2125667001026264) | > loss_disc_real_3: 0.24462023377418518 (0.22036091097887012) | > loss_disc_real_4: 0.2257222980260849 (0.2187207807665286) | > loss_disc_real_5: 0.23473457992076874 (0.2100859057644139) | > loss_0: 2.318344831466675 (2.2569195498590884) | > grad_norm_0: tensor(18.2274, device='cuda:0') (tensor(17.7202, device='cuda:0')) | > loss_gen: 2.5317516326904297 (2.6488352201987) | > loss_kl: 1.8825503587722778 (1.7305312208507373) | > loss_feat: 7.875228404998779 (7.5997825221738955) | > loss_mel: 18.73659896850586 (19.33600984103438) | > loss_duration: 1.9961172342300415 (2.0730875730514526) | > loss_1: 33.022247314453125 (33.388246591540344) | > grad_norm_1: tensor(97.1101, device='cuda:0') (tensor(204.4485, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3592 (0.3522959964862768) | > loader_time: 0.0036 (0.0033579632855843806)  --> TIME: 2024-06-11 00:12:47 -- STEP: 94/330 -- GLOBAL_STEP: 157725 | > loss_disc: 2.35636043548584 (2.270623760020478) | > loss_disc_real_0: 0.1530163735151291 (0.11256134533818732) | > loss_disc_real_1: 0.2610829174518585 (0.19983464733083198) | > loss_disc_real_2: 0.22259758412837982 (0.21257102869926614) | > loss_disc_real_3: 0.2220468372106552 (0.22171618345570057) | > loss_disc_real_4: 0.20804370939731598 (0.2191554509261821) | > loss_disc_real_5: 0.20002950727939606 (0.21138889310841866) | > loss_0: 2.35636043548584 (2.270623760020478) | > grad_norm_0: tensor(20.2493, device='cuda:0') (tensor(17.1040, device='cuda:0')) | > loss_gen: 2.5381994247436523 (2.6256330951731264) | > loss_kl: 1.7522227764129639 (1.7360594120431454) | > loss_feat: 6.909024715423584 (7.5347566350977475) | > loss_mel: 18.525476455688477 (19.26998375831768) | > loss_duration: 2.0684499740600586 (2.065190444601343) | > loss_1: 31.793373107910156 (33.23162350756056) | > grad_norm_1: tensor(333.5433, device='cuda:0') (tensor(201.0412, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3636 (0.35483011793582997) | > loader_time: 0.0037 (0.003472926768850773)  --> TIME: 2024-06-11 00:12:56 -- STEP: 119/330 -- GLOBAL_STEP: 157750 | > loss_disc: 2.301318407058716 (2.2742195169464874) | > loss_disc_real_0: 0.14175376296043396 (0.11357079233442034) | > loss_disc_real_1: 0.21518513560295105 (0.19886490389579484) | > loss_disc_real_2: 0.24412116408348083 (0.21297080539354757) | > loss_disc_real_3: 0.23670198023319244 (0.22221105852547815) | > loss_disc_real_4: 0.20541459321975708 (0.21920364243643625) | > loss_disc_real_5: 0.2050706446170807 (0.21118711448517166) | > loss_0: 2.301318407058716 (2.2742195169464874) | > grad_norm_0: tensor(11.4028, device='cuda:0') (tensor(16.8622, device='cuda:0')) | > loss_gen: 2.661278009414673 (2.62083052987812) | > loss_kl: 1.8583357334136963 (1.7411321241314672) | > loss_feat: 7.373287677764893 (7.529757732102851) | > loss_mel: 19.718767166137695 (19.24667711017513) | > loss_duration: 2.040709972381592 (2.0624806400106728) | > loss_1: 33.65237808227539 (33.200878351676366) | > grad_norm_1: tensor(209.4362, device='cuda:0') (tensor(201.7296, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3731 (0.35683139432378175) | > loader_time: 0.0039 (0.00357400269067588)  --> TIME: 2024-06-11 00:13:06 -- STEP: 144/330 -- GLOBAL_STEP: 157775 | > loss_disc: 2.1552248001098633 (2.276389612091912) | > loss_disc_real_0: 0.13048096001148224 (0.11377549145577683) | > loss_disc_real_1: 0.18482747673988342 (0.1990234137823184) | > loss_disc_real_2: 0.16272160410881042 (0.21275387259407175) | > loss_disc_real_3: 0.1837056577205658 (0.22284909368803107) | > loss_disc_real_4: 0.19899173080921173 (0.21883413702663448) | > loss_disc_real_5: 0.1400437355041504 (0.21151755874355635) | > loss_0: 2.1552248001098633 (2.276389612091912) | > grad_norm_0: tensor(45.9999, device='cuda:0') (tensor(18.7917, device='cuda:0')) | > loss_gen: 2.7053964138031006 (2.6138347006506404) | > loss_kl: 1.7169158458709717 (1.7407071168224018) | > loss_feat: 8.807865142822266 (7.504207601149877) | > loss_mel: 19.703001022338867 (19.23193275928498) | > loss_duration: 2.0458836555480957 (2.064099593294991) | > loss_1: 34.979061126708984 (33.15478205680847) | > grad_norm_1: tensor(195.7061, device='cuda:0') (tensor(221.1352, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.4075 (0.36304789616001976) | > loader_time: 0.0046 (0.003730709354082743)  --> TIME: 2024-06-11 00:13:16 -- STEP: 169/330 -- GLOBAL_STEP: 157800 | > loss_disc: 2.3550682067871094 (2.272672785809759) | > loss_disc_real_0: 0.1269814372062683 (0.1125034250803953) | > loss_disc_real_1: 0.19543258845806122 (0.1987293269154588) | > loss_disc_real_2: 0.23074670135974884 (0.21306324384268924) | > loss_disc_real_3: 0.20284679532051086 (0.2229066256588028) | > loss_disc_real_4: 0.22407063841819763 (0.21849880530636692) | > loss_disc_real_5: 0.18532176315784454 (0.2115085139077091) | > loss_0: 2.3550682067871094 (2.272672785809759) | > grad_norm_0: tensor(51.0097, device='cuda:0') (tensor(19.4213, device='cuda:0')) | > loss_gen: 2.4188177585601807 (2.6238242394825426) | > loss_kl: 1.7382134199142456 (1.7455396468822773) | > loss_feat: 7.7666192054748535 (7.5379378160781405) | > loss_mel: 18.580705642700195 (19.215239372479147) | > loss_duration: 2.0923407077789307 (2.066840894123506) | > loss_1: 32.59669494628906 (33.18938223709017) | > grad_norm_1: tensor(280.0003, device='cuda:0') (tensor(229.3859, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.396 (0.3671649856680243) | > loader_time: 0.004 (0.0038697014193563068)  --> TIME: 2024-06-11 00:13:26 -- STEP: 194/330 -- GLOBAL_STEP: 157825 | > loss_disc: 2.389569044113159 (2.27807525138265) | > loss_disc_real_0: 0.09580609202384949 (0.11236391804113831) | > loss_disc_real_1: 0.18032100796699524 (0.19961929267521986) | > loss_disc_real_2: 0.25793156027793884 (0.21376917749336086) | > loss_disc_real_3: 0.247078999876976 (0.22319081341175692) | > loss_disc_real_4: 0.24399030208587646 (0.21858395643762707) | > loss_disc_real_5: 0.23091912269592285 (0.21145741710650556) | > loss_0: 2.389569044113159 (2.27807525138265) | > grad_norm_0: tensor(36.0486, device='cuda:0') (tensor(21.4209, device='cuda:0')) | > loss_gen: 2.434478759765625 (2.6225030754030376) | > loss_kl: 1.8174335956573486 (1.7472870405187313) | > loss_feat: 7.022429466247559 (7.547361609862023) | > loss_mel: 18.928421020507812 (19.194405270605973) | > loss_duration: 2.085075855255127 (2.072583236645177) | > loss_1: 32.287837982177734 (33.184140431512276) | > grad_norm_1: tensor(158.4056, device='cuda:0') (tensor(249.5002, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3901 (0.37033831212938434) | > loader_time: 0.0045 (0.003975238996682706)  --> TIME: 2024-06-11 00:13:36 -- STEP: 219/330 -- GLOBAL_STEP: 157850 | > loss_disc: 2.2335636615753174 (2.2749559574475575) | > loss_disc_real_0: 0.0810777097940445 (0.11301585984284475) | > loss_disc_real_1: 0.16565865278244019 (0.19891401812366155) | > loss_disc_real_2: 0.22716766595840454 (0.21342673571142431) | > loss_disc_real_3: 0.23971346020698547 (0.2224113880635397) | > loss_disc_real_4: 0.21946175396442413 (0.21774167958732066) | > loss_disc_real_5: 0.18589234352111816 (0.21054534403156475) | > loss_0: 2.2335636615753174 (2.2749559574475575) | > grad_norm_0: tensor(11.2063, device='cuda:0') (tensor(22.8160, device='cuda:0')) | > loss_gen: 2.6046390533447266 (2.6199752152238274) | > loss_kl: 1.875214695930481 (1.748455339915132) | > loss_feat: 7.676849365234375 (7.555337307115668) | > loss_mel: 19.286867141723633 (19.141371827147324) | > loss_duration: 2.1305813789367676 (2.0783138046525917) | > loss_1: 33.574153900146484 (33.14345367640666) | > grad_norm_1: tensor(102.9283, device='cuda:0') (tensor(262.9839, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.3939 (0.3736318736315861) | > loader_time: 0.005 (0.004101683560027376)  --> TIME: 2024-06-11 00:13:47 -- STEP: 244/330 -- GLOBAL_STEP: 157875 | > loss_disc: 2.2784385681152344 (2.2739485599955573) | > loss_disc_real_0: 0.18433202803134918 (0.11335470502982374) | > loss_disc_real_1: 0.22188027203083038 (0.1989667834561379) | > loss_disc_real_2: 0.16586801409721375 (0.21303518592822748) | > loss_disc_real_3: 0.25820666551589966 (0.22327229044720778) | > loss_disc_real_4: 0.2381121814250946 (0.21755646169185638) | > loss_disc_real_5: 0.2432125359773636 (0.21040575603236922) | > loss_0: 2.2784385681152344 (2.2739485599955573) | > grad_norm_0: tensor(59.1533, device='cuda:0') (tensor(24.4297, device='cuda:0')) | > loss_gen: 2.8989014625549316 (2.6227149201221165) | > loss_kl: 1.738997220993042 (1.752570487436701) | > loss_feat: 7.818511486053467 (7.56059805291598) | > loss_mel: 18.019540786743164 (19.106173992156982) | > loss_duration: 2.0897786617279053 (2.08546204742838) | > loss_1: 32.56572723388672 (33.127519584092944) | > grad_norm_1: tensor(565.5166, device='cuda:0') (tensor(278.1701, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.4298 (0.3775281798644143) | > loader_time: 0.0051 (0.004227741819913268)  --> TIME: 2024-06-11 00:13:58 -- STEP: 269/330 -- GLOBAL_STEP: 157900 | > loss_disc: 2.226245164871216 (2.2745881062901154) | > loss_disc_real_0: 0.06118771806359291 (0.11322155734697241) | > loss_disc_real_1: 0.19608797132968903 (0.19894934448389315) | > loss_disc_real_2: 0.1967051774263382 (0.21365643827223865) | > loss_disc_real_3: 0.24514375627040863 (0.22339707269544498) | > loss_disc_real_4: 0.24879351258277893 (0.21710151112655723) | > loss_disc_real_5: 0.20769952237606049 (0.2102657984734468) | > loss_0: 2.226245164871216 (2.2745881062901154) | > grad_norm_0: tensor(35.2145, device='cuda:0') (tensor(25.0403, device='cuda:0')) | > loss_gen: 2.686751365661621 (2.621506227436563) | > loss_kl: 1.8207348585128784 (1.7558703706167) | > loss_feat: 7.9242634773254395 (7.584274531297081) | > loss_mel: 19.332889556884766 (19.07912962675981) | > loss_duration: 2.1880247592926025 (2.0921706710163095) | > loss_1: 33.952667236328125 (33.13295152373473) | > grad_norm_1: tensor(450.7454, device='cuda:0') (tensor(287.5700, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.4329 (0.38221036368586303) | > loader_time: 0.0058 (0.00436511624701404)  --> TIME: 2024-06-11 00:14:09 -- STEP: 294/330 -- GLOBAL_STEP: 157925 | > loss_disc: 2.2422311305999756 (2.2769053103972454) | > loss_disc_real_0: 0.05721672624349594 (0.11449195689135262) | > loss_disc_real_1: 0.17802193760871887 (0.19912251500653566) | > loss_disc_real_2: 0.2206684648990631 (0.21385886869868453) | > loss_disc_real_3: 0.23372390866279602 (0.22328272426412218) | > loss_disc_real_4: 0.2271619588136673 (0.21733039546580546) | > loss_disc_real_5: 0.21686111390590668 (0.21029876892258526) | > loss_0: 2.2422311305999756 (2.2769053103972454) | > grad_norm_0: tensor(31.4688, device='cuda:0') (tensor(27.5566, device='cuda:0')) | > loss_gen: 2.3892900943756104 (2.623457467474906) | > loss_kl: 1.8232301473617554 (1.7543954305908307) | > loss_feat: 8.37804889678955 (7.595313594454811) | > loss_mel: 18.645689010620117 (19.024866311728545) | > loss_duration: 2.2283883094787598 (2.100857798745032) | > loss_1: 33.46464538574219 (33.09889067435751) | > grad_norm_1: tensor(457.3152, device='cuda:0') (tensor(302.2059, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.4587 (0.38784385700615087) | > loader_time: 0.0062 (0.004514162232275722)  --> TIME: 2024-06-11 00:14:22 -- STEP: 319/330 -- GLOBAL_STEP: 157950 | > loss_disc: 2.492675304412842 (2.2817240792755777) | > loss_disc_real_0: 0.1673176884651184 (0.1149584928813586) | > loss_disc_real_1: 0.21892675757408142 (0.20031267362515373) | > loss_disc_real_2: 0.21262376010417938 (0.21392606245499793) | > loss_disc_real_3: 0.26225438714027405 (0.2232859799387313) | > loss_disc_real_4: 0.25093942880630493 (0.21736007513110545) | > loss_disc_real_5: 0.25310471653938293 (0.21044594161562793) | > loss_0: 2.492675304412842 (2.2817240792755777) | > grad_norm_0: tensor(9.6406, device='cuda:0') (tensor(28.3564, device='cuda:0')) | > loss_gen: 2.4668333530426025 (2.6207391124534025) | > loss_kl: 1.7775037288665771 (1.757994664126429) | > loss_feat: 9.214550971984863 (7.616055316685883) | > loss_mel: 19.187545776367188 (18.986390361965256) | > loss_duration: 2.2750253677368164 (2.1137333200269346) | > loss_1: 34.92145919799805 (33.09491280702213) | > grad_norm_1: tensor(86.0857, device='cuda:0') (tensor(310.6169, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.5509 (0.3970108435819142) | > loader_time: 0.0087 (0.004737527392874688)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5384528636932373 (2.5384528636932373) | > loss_disc_real_0: 0.16195958852767944 (0.16195958852767944) | > loss_disc_real_1: 0.23522870242595673 (0.23522870242595673) | > loss_disc_real_2: 0.3078515827655792 (0.3078515827655792) | > loss_disc_real_3: 0.28384318947792053 (0.28384318947792053) | > loss_disc_real_4: 0.2362256944179535 (0.2362256944179535) | > loss_disc_real_5: 0.22656559944152832 (0.22656559944152832) | > loss_0: 2.5384528636932373 (2.5384528636932373) | > loss_gen: 2.363421678543091 (2.363421678543091) | > loss_kl: 1.7309033870697021 (1.7309033870697021) | > loss_feat: 4.906743049621582 (4.906743049621582) | > loss_mel: 15.51560115814209 (15.51560115814209) | > loss_duration: 2.705521583557129 (2.705521583557129) | > loss_1: 27.222190856933594 (27.222190856933594)  --> STEP: 1 | > loss_disc: 2.4574673175811768 (2.4574673175811768) | > loss_disc_real_0: 0.07085128128528595 (0.07085128128528595) | > loss_disc_real_1: 0.11304476857185364 (0.11304476857185364) | > loss_disc_real_2: 0.2376784086227417 (0.2376784086227417) | > loss_disc_real_3: 0.26269930601119995 (0.26269930601119995) | > loss_disc_real_4: 0.2564226984977722 (0.2564226984977722) | > loss_disc_real_5: 0.2859874665737152 (0.2859874665737152) | > loss_0: 2.4574673175811768 (2.4574673175811768) | > loss_gen: 2.17579984664917 (2.17579984664917) | > loss_kl: 2.316105365753174 (2.316105365753174) | > loss_feat: 5.7499470710754395 (5.7499470710754395) | > loss_mel: 19.606094360351562 (19.606094360351562) | > loss_duration: 2.3277506828308105 (2.3277506828308105) | > loss_1: 32.175697326660156 (32.175697326660156)  --> STEP: 2 | > loss_disc: 2.6080334186553955 (2.532750368118286) | > loss_disc_real_0: 0.0843905508518219 (0.07762091606855392) | > loss_disc_real_1: 0.10477292537689209 (0.10890884697437286) | > loss_disc_real_2: 0.23634450137615204 (0.23701145499944687) | > loss_disc_real_3: 0.3296440541744232 (0.2961716800928116) | > loss_disc_real_4: 0.2794961631298065 (0.26795943081378937) | > loss_disc_real_5: 0.2683122158050537 (0.27714984118938446) | > loss_0: 2.6080334186553955 (2.532750368118286) | > loss_gen: 2.0693023204803467 (2.1225510835647583) | > loss_kl: 1.5401531457901 (1.928129255771637) | > loss_feat: 6.577672958374023 (6.1638100147247314) | > loss_mel: 19.706787109375 (19.65644073486328) | > loss_duration: 2.3823909759521484 (2.3550708293914795) | > loss_1: 32.27630615234375 (32.22600173950195)  --> STEP: 3 | > loss_disc: 2.272770881652832 (2.4460905392964682) | > loss_disc_real_0: 0.07486620545387268 (0.07670267919699351) | > loss_disc_real_1: 0.10646003484725952 (0.10809257626533508) | > loss_disc_real_2: 0.22175352275371552 (0.2319254775842031) | > loss_disc_real_3: 0.28165069222450256 (0.29133135080337524) | > loss_disc_real_4: 0.23674021661281586 (0.25755302608013153) | > loss_disc_real_5: 0.2693130075931549 (0.2745375633239746) | > loss_0: 2.272770881652832 (2.4460905392964682) | > loss_gen: 2.4373056888580322 (2.227469285329183) | > loss_kl: 1.9909050464630127 (1.949054519335429) | > loss_feat: 7.1820268630981445 (6.503215630849202) | > loss_mel: 19.03522300720215 (19.449368158976238) | > loss_duration: 2.2197964191436768 (2.3099793593088784) | > loss_1: 32.865257263183594 (32.4390869140625)  --> STEP: 4 | > loss_disc: 1.9857733249664307 (2.3310112357139587) | > loss_disc_real_0: 0.07299838960170746 (0.075776606798172) | > loss_disc_real_1: 0.12988325953483582 (0.11354024708271027) | > loss_disc_real_2: 0.21861903369426727 (0.22859886661171913) | > loss_disc_real_3: 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loss_0: 2.0490756034851074 (2.2746241092681885) | > loss_gen: 2.526163339614868 (2.344537687301636) | > loss_kl: 2.4160354137420654 (2.229844307899475) | > loss_feat: 7.6849751472473145 (7.054854965209961) | > loss_mel: 19.586524963378906 (19.566929626464844) | > loss_duration: 2.352107286453247 (2.3002203464508058) | > loss_1: 34.5658073425293 (33.49638671875)  --> STEP: 6 | > loss_disc: 2.315887928009033 (2.2815014123916626) | > loss_disc_real_0: 0.09280140697956085 (0.07917879646023114) | > loss_disc_real_1: 0.12699729204177856 (0.12944631526867548) | > loss_disc_real_2: 0.21623417735099792 (0.2268387253085772) | > loss_disc_real_3: 0.2805645167827606 (0.2638622547189395) | > loss_disc_real_4: 0.2212122678756714 (0.22382511446873346) | > loss_disc_real_5: 0.14120423793792725 (0.21274093041817346) | > loss_0: 2.315887928009033 (2.2815014123916626) | > loss_gen: 2.093108892440796 (2.3026328881581626) | > loss_kl: 2.352604627609253 (2.250304361184438) | > loss_feat: 5.289549827575684 (6.760637442270915) | > loss_mel: 18.449851989746094 (19.38075002034505) | > loss_duration: 2.1413347721099854 (2.2737394173940024) | > loss_1: 30.32645034790039 (32.96806399027506)  --> STEP: 7 | > loss_disc: 2.08054518699646 (2.252793380192348) | > loss_disc_real_0: 0.12040450423955917 (0.08506818328584943) | > loss_disc_real_1: 0.16124595701694489 (0.13398912123271398) | > loss_disc_real_2: 0.22870633006095886 (0.22710552598748887) | > loss_disc_real_3: 0.20222176611423492 (0.2550564706325531) | > loss_disc_real_4: 0.18832576274871826 (0.2187537785087313) | > loss_disc_real_5: 0.1897602677345276 (0.20945797860622406) | > loss_0: 2.08054518699646 (2.252793380192348) | > loss_gen: 2.6721885204315186 (2.355426549911499) | > loss_kl: 3.6090941429138184 (2.444417187145778) | > loss_feat: 8.43448257446289 (6.999758175441197) | > loss_mel: 21.009328842163086 (19.61340413774763) | > loss_duration: 2.444444417953491 (2.298125846045358) | > loss_1: 38.16953659057617 (33.71113150460379)  --> STEP: 8 | > loss_disc: 2.0223984718322754 (2.223994016647339) | > loss_disc_real_0: 0.1381533145904541 (0.09170382469892502) | > loss_disc_real_1: 0.11203334480524063 (0.1312446491792798) | > loss_disc_real_2: 0.21176010370254517 (0.22518734820187092) | > loss_disc_real_3: 0.2770082950592041 (0.2578004486858845) | > loss_disc_real_4: 0.230886772274971 (0.22027040272951126) | > loss_disc_real_5: 0.1987910270690918 (0.20812460966408253) | > loss_0: 2.0223984718322754 (2.223994016647339) | > loss_gen: 2.927156925201416 (2.4268928468227386) | > loss_kl: 1.8609007596969604 (2.371477633714676) | > loss_feat: 9.078070640563965 (7.259547233581543) | > loss_mel: 18.771257400512695 (19.50813579559326) | > loss_duration: 2.1553127765655518 (2.280274212360382) | > loss_1: 34.79269790649414 (33.84632730484009)  --> STEP: 9 | > loss_disc: 1.8304493427276611 (2.1802668306562634) | > loss_disc_real_0: 0.09068039059638977 (0.09159010979864332) | > loss_disc_real_1: 0.10056862235069275 (0.12783620175388125) | > loss_disc_real_2: 0.20974735915660858 (0.22347179386350843) | > loss_disc_real_3: 0.2817234992980957 (0.2604585654205746) | > loss_disc_real_4: 0.2025679349899292 (0.2183034618695577) | > loss_disc_real_5: 0.15389761328697205 (0.2020993878444036) | > loss_0: 1.8304493427276611 (2.1802668306562634) | > loss_gen: 2.9917125701904297 (2.489650593863593) | > loss_kl: 2.0920114517211914 (2.3404258357153997) | > loss_feat: 9.769881248474121 (7.538473235236274) | > loss_mel: 20.886615753173828 (19.661300235324436) | > loss_duration: 2.06862735748291 (2.256757895151774) | > loss_1: 37.80884552001953 (34.286607106526695)  --> STEP: 10 | > loss_disc: 2.171790599822998 (2.179419207572937) | > loss_disc_real_0: 0.12638068199157715 (0.0950691670179367) | > loss_disc_real_1: 0.12668871879577637 (0.12772145345807076) | > loss_disc_real_2: 0.22318413853645325 (0.22344302833080293) | > loss_disc_real_3: 0.22220128774642944 (0.2566328376531601) | > loss_disc_real_4: 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(19.411730130513508) | > loss_duration: 2.2175869941711426 (2.2685733238855996) | > loss_1: 32.938350677490234 (33.83073981602987)  --> STEP: 13 | > loss_disc: 2.372586250305176 (2.2094558935899) | > loss_disc_real_0: 0.1646343469619751 (0.09847409564715165) | > loss_disc_real_1: 0.15107829868793488 (0.13031014513510925) | > loss_disc_real_2: 0.23832421004772186 (0.22867961801015413) | > loss_disc_real_3: 0.22184088826179504 (0.2620443059847905) | > loss_disc_real_4: 0.17160403728485107 (0.21449717764671034) | > loss_disc_real_5: 0.10461654514074326 (0.197466774055591) | > loss_0: 2.372586250305176 (2.2094558935899) | > loss_gen: 2.1278975009918213 (2.4558733243208666) | > loss_kl: 2.155223846435547 (2.247353324523339) | > loss_feat: 6.539799690246582 (7.345093800471379) | > loss_mel: 16.73958969116211 (19.206180865948017) | > loss_duration: 2.177403688430786 (2.2615602750044603) | > loss_1: 29.739913940429688 (33.51606090252216)  --> STEP: 14 | > loss_disc: 2.5299901962280273 (2.2323512009211948) | > loss_disc_real_0: 0.11420223861932755 (0.0995975344308785) | > loss_disc_real_1: 0.1333504319190979 (0.13052730847682273) | > loss_disc_real_2: 0.25386494398117065 (0.23047856986522675) | > loss_disc_real_3: 0.25864076614379883 (0.26180119599614826) | > loss_disc_real_4: 0.2375020682811737 (0.21614038412060058) | > loss_disc_real_5: 0.2773614227771759 (0.20317353467856133) | > loss_0: 2.5299901962280273 (2.2323512009211948) | > loss_gen: 2.1973633766174316 (2.4374083280563354) | > loss_kl: 2.784329414367676 (2.2857087595122203) | > loss_feat: 6.491115093231201 (7.284095321382795) | > loss_mel: 19.722929000854492 (19.243091447012766) | > loss_duration: 2.3779497146606445 (2.2698738064084734) | > loss_1: 33.57368469238281 (33.520176887512214)  --> STEP: 15 | > loss_disc: 2.5271387100219727 (2.2520037015279133) | > loss_disc_real_0: 0.07321105152368546 (0.09783843557039897) | > loss_disc_real_1: 0.1376243382692337 (0.13100044379631678) | > loss_disc_real_2: 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(2.2806558873918323) | > loss_1: 36.824249267578125 (33.46825853983562)  --> STEP: 19 | > loss_disc: 2.2946343421936035 (2.273306043524491) | > loss_disc_real_0: 0.12375776469707489 (0.10092064306924217) | > loss_disc_real_1: 0.18919603526592255 (0.13964852416201642) | > loss_disc_real_2: 0.2502438426017761 (0.2334587236768321) | > loss_disc_real_3: 0.28625237941741943 (0.265621437838203) | > loss_disc_real_4: 0.3058849275112152 (0.22342485973709508) | > loss_disc_real_5: 0.2517802119255066 (0.2053563120333772) | > loss_0: 2.2946343421936035 (2.273306043524491) | > loss_gen: 2.629287004470825 (2.4189834594726562) | > loss_kl: 1.8226603269577026 (2.3172104797865214) | > loss_feat: 6.513824462890625 (7.264996177271793) | > loss_mel: 19.079742431640625 (19.126303221050062) | > loss_duration: 2.3254783153533936 (2.283014962547704) | > loss_1: 32.370994567871094 (33.41050780446906)  --> STEP: 20 | > loss_disc: 2.289398193359375 (2.274110651016235) | > loss_disc_real_0: 0.07888708263635635 (0.09981896504759788) | > loss_disc_real_1: 0.12632258236408234 (0.1389822270721197) | > loss_disc_real_2: 0.2920837104320526 (0.23638997301459314) | > loss_disc_real_3: 0.3065623342990875 (0.26766848266124726) | > loss_disc_real_4: 0.2338981330394745 (0.22394852340221405) | > loss_disc_real_5: 0.22272832691669464 (0.20622491277754307) | > loss_0: 2.289398193359375 (2.274110651016235) | > loss_gen: 2.534715414047241 (2.4247700572013855) | > loss_kl: 2.0392348766326904 (2.30331169962883) | > loss_feat: 6.058948040008545 (7.20469377040863) | > loss_mel: 20.504138946533203 (19.19519500732422) | > loss_duration: 2.294677257537842 (2.283598077297211) | > loss_1: 33.43171310424805 (33.41156806945801)  --> STEP: 21 | > loss_disc: 2.232360363006592 (2.272122542063395) | > loss_disc_real_0: 0.06829235702753067 (0.09831769799902326) | > loss_disc_real_1: 0.1543882042169571 (0.1397158450313977) | > loss_disc_real_2: 0.24819135665893555 (0.2369519436643237) | > loss_disc_real_3: 0.3311350643634796 (0.27069070083754404) | > loss_disc_real_4: 0.2734186351299286 (0.22630424300829569) | > loss_disc_real_5: 0.20043279230594635 (0.20594909751699084) | > loss_0: 2.232360363006592 (2.272122542063395) | > loss_gen: 2.645246982574463 (2.4352689584096274) | > loss_kl: 2.9375219345092773 (2.3335121870040894) | > loss_feat: 6.601994037628174 (7.175993783133371) | > loss_mel: 17.191003799438477 (19.09975733075823) | > loss_duration: 2.1128416061401367 (2.2754668167659213) | > loss_1: 31.488609313964844 (33.31999860491072)  --> STEP: 22 | > loss_disc: 2.4660518169403076 (2.280937509103255) | > loss_disc_real_0: 0.17271001636981964 (0.10169916701587764) | > loss_disc_real_1: 0.19468705356121063 (0.14221453632820738) | > loss_disc_real_2: 0.28198564052581787 (0.23899892988530072) | > loss_disc_real_3: 0.2935981750488281 (0.27173194966532965) | > loss_disc_real_4: 0.3180420398712158 (0.23047414286570114) | > loss_disc_real_5: 0.34795719385147095 (0.21240401098673994) | > loss_0: 2.4660518169403076 (2.280937509103255) | > loss_gen: 2.8378074169158936 (2.453566161069003) | > loss_kl: 2.0230960845947266 (2.3194023641673) | > loss_feat: 7.262248516082764 (7.179914452812889) | > loss_mel: 18.352210998535156 (19.06577795202082) | > loss_duration: 2.1251590251922607 (2.268634644421664) | > loss_1: 32.600521087646484 (33.28729508139872)  --> STEP: 23 | > loss_disc: 2.24377179145813 (2.2793216083360757) | > loss_disc_real_0: 0.1646147519350052 (0.10443462722975275) | > loss_disc_real_1: 0.2141360342502594 (0.14534155797699225) | > loss_disc_real_2: 0.22852322459220886 (0.238543464437775) | > loss_disc_real_3: 0.23537680506706238 (0.27015129120453546) | > loss_disc_real_4: 0.20904888212680817 (0.2295426097900971) | > loss_disc_real_5: 0.18618996441364288 (0.21126426983138788) | > loss_0: 2.24377179145813 (2.2793216083360757) | > loss_gen: 2.5788259506225586 (2.459012238875679) | > loss_kl: 2.3660595417022705 (2.321430937103603) | > loss_feat: 6.690187454223633 (7.1586219746133555) | > loss_mel: 16.98557472229004 (18.975334333336875) | > loss_duration: 2.3055458068847656 (2.270239477572234) | > loss_1: 30.926193237304688 (33.184638479481585)  --> STEP: 24 | > loss_disc: 2.261082172393799 (2.278561631838481) | > loss_disc_real_0: 0.06397576630115509 (0.10274884135772784) | > loss_disc_real_1: 0.2146507352590561 (0.1482294403637449) | > loss_disc_real_2: 0.25629037618637085 (0.23928291909396648) | > loss_disc_real_3: 0.2758318781852722 (0.2703879823287328) | > loss_disc_real_4: 0.18600156903266907 (0.22772839975853762) | > loss_disc_real_5: 0.2187509983778 (0.21157621685415506) | > loss_0: 2.261082172393799 (2.278561631838481) | > loss_gen: 2.492271900177002 (2.4603980580965676) | > loss_kl: 2.2840559482574463 (2.31987364590168) | > loss_feat: 7.150986671447754 (7.158303836981456) | > loss_mel: 18.596391677856445 (18.95954505602519) | > loss_duration: 2.4207053184509277 (2.276508887608846) | > loss_1: 32.94440841674805 (33.174628893534354)  --> STEP: 25 | > loss_disc: 2.380619525909424 (2.2826439476013185) | > loss_disc_real_0: 0.1285722851753235 (0.10378177911043167) | > loss_disc_real_1: 0.11798065900802612 (0.14701948910951615) | > loss_disc_real_2: 0.40118372440338135 (0.24575895130634307) | > loss_disc_real_3: 0.3039851784706116 (0.271731870174408) | > loss_disc_real_4: 0.26155218482017517 (0.22908135116100312) | > loss_disc_real_5: 0.2516084313392639 (0.21317750543355943) | > loss_0: 2.380619525909424 (2.2826439476013185) | > loss_gen: 2.679717779159546 (2.469170846939087) | > loss_kl: 2.518374443054199 (2.327813677787781) | > loss_feat: 7.802584648132324 (7.18407506942749) | > loss_mel: 17.96485710144043 (18.919757537841797) | > loss_duration: 2.311777353286743 (2.277919626235962) | > loss_1: 33.277313232421875 (33.17873626708985)  --> STEP: 26 | > loss_disc: 2.499788999557495 (2.2909956803688636) | > loss_disc_real_0: 0.038358382880687714 (0.10126549464005691) | > loss_disc_real_1: 0.09169891476631165 (0.1448917747117006) | > loss_disc_real_2: 0.22334593534469604 (0.2448969122308951) | > loss_disc_real_3: 0.3556784391403198 (0.27496058436540455) | > loss_disc_real_4: 0.23342256247997284 (0.22924832082711732) | > loss_disc_real_5: 0.20438992977142334 (0.2128395217542465) | > loss_0: 2.499788999557495 (2.2909956803688636) | > loss_gen: 1.9283878803253174 (2.4483715020693264) | > loss_kl: 2.07407808303833 (2.318054616451264) | > loss_feat: 10.340799331665039 (7.3054875410520115) | > loss_mel: 21.24375343322754 (19.009141995356632) | > loss_duration: 2.3024649620056152 (2.2788636776117177) | > loss_1: 37.88948059082031 (33.35991874107948) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023022798391488884 (-0.030373444923987768) | > avg_loss_disc: 2.2909956803688636 (-0.0842166588856621) | > avg_loss_disc_real_0: 0.10126549464005691 (-0.013584205737480745) | > avg_loss_disc_real_1: 0.1448917747117006 (-0.031879980690204174) | > avg_loss_disc_real_2: 0.2448969122308951 (+0.003748407157567829) | > avg_loss_disc_real_3: 0.27496058436540455 (+0.02533126994967458) | > avg_loss_disc_real_4: 0.22924832082711732 (+0.006786290126351208) | > avg_loss_disc_real_5: 0.2128395217542465 (-0.016025364685517074) | > avg_loss_0: 2.2909956803688636 (-0.0842166588856621) | > avg_loss_gen: 2.4483715020693264 (-0.007843081767742621) | > avg_loss_kl: 2.318054616451264 (-0.03860871608440686) | > avg_loss_feat: 7.3054875410520115 (-0.46028832288888744) | > avg_loss_mel: 19.009141995356632 (-0.22545913549569718) | > avg_loss_duration: 2.2788636776117177 (+0.0038687724333539286) | > avg_loss_1: 33.35991874107948 (-0.728330758901734)  > EPOCH: 212/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:14:47)   --> TIME: 2024-06-11 00:14:53 -- STEP: 14/330 -- GLOBAL_STEP: 157975 | > loss_disc: 2.125204086303711 (2.2311041866030012) | > loss_disc_real_0: 0.09496287256479263 (0.11059171333909035) | > loss_disc_real_1: 0.17621344327926636 (0.1976341466818537) | > loss_disc_real_2: 0.20176872611045837 (0.20647891185113362) | > loss_disc_real_3: 0.20451393723487854 (0.21221358754805156) | > loss_disc_real_4: 0.1867544949054718 (0.20827849209308624) | > loss_disc_real_5: 0.17081034183502197 (0.20828611190829957) | > loss_0: 2.125204086303711 (2.2311041866030012) | > grad_norm_0: tensor(18.3447, device='cuda:0') (tensor(10.8748, device='cuda:0')) | > loss_gen: 2.6624770164489746 (2.607462321008955) | > loss_kl: 1.3838605880737305 (1.7106766615595137) | > loss_feat: 7.939150810241699 (7.327540670122419) | > loss_mel: 18.82229232788086 (19.108957290649414) | > loss_duration: 2.1117818355560303 (2.18488712821688) | > loss_1: 32.91956329345703 (32.939523696899414) | > grad_norm_1: tensor(286.5542, device='cuda:0') (tensor(150.8679, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3635 (0.3400414841515677) | > loader_time: 0.003 (0.0029762302126203266)  --> TIME: 2024-06-11 00:15:02 -- STEP: 39/330 -- GLOBAL_STEP: 158000 | > loss_disc: 2.296504497528076 (2.2469446720221113) | > loss_disc_real_0: 0.11119644343852997 (0.11183211341118202) | > loss_disc_real_1: 0.20807503163814545 (0.19868301160824606) | > loss_disc_real_2: 0.2668985426425934 (0.2100850263467202) | > loss_disc_real_3: 0.22786317765712738 (0.21674996920121023) | > loss_disc_real_4: 0.2031155675649643 (0.2128143738477658) | > loss_disc_real_5: 0.2142641842365265 (0.20637654799681443) | > loss_0: 2.296504497528076 (2.2469446720221113) | > grad_norm_0: tensor(18.4669, device='cuda:0') (tensor(9.9992, device='cuda:0')) | > loss_gen: 2.64370059967041 (2.625789795166407) | > loss_kl: 1.7141222953796387 (1.7344393882995996) | > loss_feat: 8.343472480773926 (7.661348208402976) | > loss_mel: 18.736873626708984 (19.274438417874848) | > loss_duration: 2.0727994441986084 (2.099984196516184) | > loss_1: 33.51096725463867 (33.39599981063451) | > grad_norm_1: tensor(169.9688, device='cuda:0') (tensor(141.1785, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3555 (0.3518488223736102) | > loader_time: 0.0031 (0.0031445821126302085) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_158000.pth  --> TIME: 2024-06-11 00:15:16 -- STEP: 64/330 -- GLOBAL_STEP: 158025 | > loss_disc: 2.2422077655792236 (2.257369797676802) | > loss_disc_real_0: 0.07743153721094131 (0.11131550255231559) | > loss_disc_real_1: 0.2239750176668167 (0.1988465392496437) | > loss_disc_real_2: 0.22183212637901306 (0.21013007033616304) | > loss_disc_real_3: 0.24862971901893616 (0.21970325917936862) | > loss_disc_real_4: 0.20254993438720703 (0.2150370473973453) | > loss_disc_real_5: 0.1816684901714325 (0.20773025462403893) | > loss_0: 2.2422077655792236 (2.257369797676802) | > grad_norm_0: tensor(25.9473, device='cuda:0') (tensor(12.4626, device='cuda:0')) | > loss_gen: 2.663940668106079 (2.609339665621519) | > loss_kl: 1.7336375713348389 (1.738632246851921) | > loss_feat: 7.789267063140869 (7.56474906206131) | > loss_mel: 19.713542938232422 (19.254655331373215) | > loss_duration: 2.0299692153930664 (2.0744626484811306) | > loss_1: 33.930355072021484 (33.24183878302574) | > grad_norm_1: tensor(344.7403, device='cuda:0') (tensor(178.8613, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3748 (0.35718017071485514) | > loader_time: 0.0043 (0.003338973969221115)  --> TIME: 2024-06-11 00:15:25 -- STEP: 89/330 -- GLOBAL_STEP: 158050 | > loss_disc: 2.3273301124572754 (2.256236834472484) | > loss_disc_real_0: 0.13295051455497742 (0.11040490689907181) | > loss_disc_real_1: 0.1629193276166916 (0.1991983596863372) | > loss_disc_real_2: 0.21485576033592224 (0.21102139671866812) | > loss_disc_real_3: 0.2277100831270218 (0.22026324104726985) | > loss_disc_real_4: 0.2262948453426361 (0.2145885391516632) | > loss_disc_real_5: 0.21772095561027527 (0.20785420346126127) | > loss_0: 2.3273301124572754 (2.256236834472484) | > grad_norm_0: tensor(20.2970, device='cuda:0') (tensor(15.3424, device='cuda:0')) | > loss_gen: 2.5574071407318115 (2.625424548481287) | > loss_kl: 1.661481499671936 (1.7461542788516269) | > loss_feat: 6.965729236602783 (7.596300805552622) | > loss_mel: 18.352069854736328 (19.160076291373603) | > loss_duration: 2.066830635070801 (2.06413593586911) | > loss_1: 31.603519439697266 (33.192091802532744) | > grad_norm_1: tensor(98.6368, device='cuda:0') (tensor(218.7030, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3719 (0.36172410879242284) | > loader_time: 0.0036 (0.0035443359546447066)  --> TIME: 2024-06-11 00:15:35 -- STEP: 114/330 -- GLOBAL_STEP: 158075 | > loss_disc: 2.1744914054870605 (2.26566657894536) | > loss_disc_real_0: 0.07844191789627075 (0.11083733457091607) | > loss_disc_real_1: 0.1563025712966919 (0.19840246465122494) | > loss_disc_real_2: 0.1979442685842514 (0.21181568607949375) | > loss_disc_real_3: 0.22025950253009796 (0.22095918446256405) | > loss_disc_real_4: 0.20079898834228516 (0.21592670613736437) | > loss_disc_real_5: 0.1948559433221817 (0.20831344812585598) | > loss_0: 2.1744914054870605 (2.26566657894536) | > grad_norm_0: tensor(15.1216, device='cuda:0') (tensor(17.7985, device='cuda:0')) | > loss_gen: 2.8804404735565186 (2.6188343303245407) | > loss_kl: 1.8156425952911377 (1.7507885914099843) | > loss_feat: 8.039510726928711 (7.595224614728961) | > loss_mel: 20.19294548034668 (19.19378084885446) | > loss_duration: 2.0493392944335938 (2.0612593805580812) | > loss_1: 34.97787857055664 (33.21988776692172) | > grad_norm_1: tensor(83.4562, device='cuda:0') (tensor(236.5675, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3773 (0.365390279836822) | > loader_time: 0.0038 (0.0037120246050650614)  --> TIME: 2024-06-11 00:15:45 -- STEP: 139/330 -- GLOBAL_STEP: 158100 | > loss_disc: 2.2907609939575195 (2.2728446953588244) | > loss_disc_real_0: 0.12889842689037323 (0.11336152692385715) | > loss_disc_real_1: 0.17175674438476562 (0.19862770230221233) | > loss_disc_real_2: 0.1965869516134262 (0.21201534290536703) | > loss_disc_real_3: 0.23850323259830475 (0.2219064292504633) | > loss_disc_real_4: 0.24783261120319366 (0.2171137236433921) | > loss_disc_real_5: 0.22654084861278534 (0.20948520281332003) | > loss_0: 2.2907609939575195 (2.2728446953588244) | > grad_norm_0: tensor(41.1851, device='cuda:0') (tensor(20.2386, device='cuda:0')) | > loss_gen: 2.53261661529541 (2.6087109236408477) | > loss_kl: 1.6562297344207764 (1.7497517325037673) | > loss_feat: 6.794699192047119 (7.544317262635814) | > loss_mel: 18.914628982543945 (19.162756487619955) | > loss_duration: 2.1120901107788086 (2.0636688616635994) | > loss_1: 32.0102653503418 (33.129205346965094) | > grad_norm_1: tensor(324.3785, device='cuda:0') (tensor(249.0372, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3678 (0.3681131335471174) | > loader_time: 0.0044 (0.0038276850748405183)  --> TIME: 2024-06-11 00:15:54 -- STEP: 164/330 -- GLOBAL_STEP: 158125 | > loss_disc: 2.2600040435791016 (2.276314936033108) | > loss_disc_real_0: 0.09606850892305374 (0.11382489258468878) | > loss_disc_real_1: 0.17007824778556824 (0.19725560851213408) | > loss_disc_real_2: 0.2228686809539795 (0.21223189490960864) | > loss_disc_real_3: 0.19759126007556915 (0.22194875349722257) | > loss_disc_real_4: 0.20283803343772888 (0.21755666040429256) | > loss_disc_real_5: 0.22165840864181519 (0.21038734467654693) | > loss_0: 2.2600040435791016 (2.276314936033108) | > grad_norm_0: tensor(23.2880, device='cuda:0') (tensor(21.3067, device='cuda:0')) | > loss_gen: 2.4942383766174316 (2.602722702956779) | > loss_kl: 1.7171472311019897 (1.7554399523793198) | > loss_feat: 7.916987419128418 (7.534265000645707) | > loss_mel: 19.224002838134766 (19.153540192580795) | > loss_duration: 2.1493353843688965 (2.0653242032702366) | > loss_1: 33.501708984375 (33.111292129609616) | > grad_norm_1: tensor(391.7446, device='cuda:0') (tensor(262.0829, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3622 (0.36873568703488613) | > loader_time: 0.0041 (0.003898606067750512)  --> TIME: 2024-06-11 00:16:04 -- STEP: 189/330 -- GLOBAL_STEP: 158150 | > loss_disc: 2.320230722427368 (2.2782635247265843) | > loss_disc_real_0: 0.1413024365901947 (0.11392486511320664) | > loss_disc_real_1: 0.17693862318992615 (0.19774954967082492) | > loss_disc_real_2: 0.22755122184753418 (0.21200306548012626) | > loss_disc_real_3: 0.1754721999168396 (0.22196654045077227) | > loss_disc_real_4: 0.2049904316663742 (0.21795508249726875) | > loss_disc_real_5: 0.19711247086524963 (0.21103068303178857) | > loss_0: 2.320230722427368 (2.2782635247265843) | > grad_norm_0: tensor(46.9164, device='cuda:0') (tensor(22.9818, device='cuda:0')) | > loss_gen: 2.540492296218872 (2.6025434574752864) | > loss_kl: 1.6832250356674194 (1.7565794634440588) | > loss_feat: 7.6168389320373535 (7.532879506469404) | > loss_mel: 18.99443244934082 (19.12903982495504) | > loss_duration: 2.133120059967041 (2.070759169008366) | > loss_1: 32.968109130859375 (33.091801497040585) | > grad_norm_1: tensor(406.5637, device='cuda:0') (tensor(275.2253, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3747 (0.3702690462586741) | > loader_time: 0.0068 (0.004000902175903322)  --> TIME: 2024-06-11 00:16:14 -- STEP: 214/330 -- GLOBAL_STEP: 158175 | > loss_disc: 2.2450778484344482 (2.2777502692748453) | > loss_disc_real_0: 0.08817154169082642 (0.1133371407392426) | > loss_disc_real_1: 0.21642877161502838 (0.1979605688530708) | > loss_disc_real_2: 0.20446538925170898 (0.21214358619997434) | > loss_disc_real_3: 0.2641904056072235 (0.2216903776208931) | > loss_disc_real_4: 0.19746027886867523 (0.2178382111069198) | > loss_disc_real_5: 0.20991753041744232 (0.21092149336761404) | > loss_0: 2.2450778484344482 (2.2777502692748453) | > grad_norm_0: tensor(6.4266, device='cuda:0') (tensor(23.1901, device='cuda:0')) | > loss_gen: 2.850281238555908 (2.6077071951928517) | > loss_kl: 1.6935274600982666 (1.754643744954439) | > loss_feat: 7.210951328277588 (7.544446637697309) | > loss_mel: 17.988956451416016 (19.08480350993503) | > loss_duration: 2.1856837272644043 (2.0769661141333184) | > loss_1: 31.929401397705078 (33.06856726708811) | > grad_norm_1: tensor(118.9869, device='cuda:0') (tensor(276.5793, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.3986 (0.3729014095858993) | > loader_time: 0.0053 (0.00411517820625662)  --> TIME: 2024-06-11 00:16:25 -- STEP: 239/330 -- GLOBAL_STEP: 158200 | > loss_disc: 2.3349194526672363 (2.278227913828574) | > loss_disc_real_0: 0.15120169520378113 (0.11252282764061225) | > loss_disc_real_1: 0.16744939982891083 (0.1982706148629408) | > loss_disc_real_2: 0.2236408293247223 (0.21233717342799677) | > loss_disc_real_3: 0.24690461158752441 (0.22210455314883626) | > loss_disc_real_4: 0.219843789935112 (0.21789279592585864) | > loss_disc_real_5: 0.22614800930023193 (0.21085396508791457) | > loss_0: 2.3349194526672363 (2.278227913828574) | > grad_norm_0: tensor(35.6293, device='cuda:0') (tensor(24.2872, device='cuda:0')) | > loss_gen: 2.6344518661499023 (2.6128904999050615) | > loss_kl: 1.7702966928482056 (1.7540246986445025) | > loss_feat: 7.249799728393555 (7.5469683383798) | > loss_mel: 18.526134490966797 (19.046648233006678) | > loss_duration: 2.109558343887329 (2.0838714384134867) | > loss_1: 32.29024124145508 (33.04440325174372) | > grad_norm_1: tensor(273.5158, device='cuda:0') (tensor(284.3293, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.4149 (0.37689884736448154) | > loader_time: 0.0062 (0.004252878691860825)  --> TIME: 2024-06-11 00:16:36 -- STEP: 264/330 -- GLOBAL_STEP: 158225 | > loss_disc: 2.3341903686523438 (2.2836593037301838) | > loss_disc_real_0: 0.1488822102546692 (0.11328435281404492) | > loss_disc_real_1: 0.2026614397764206 (0.19824599327914644) | > loss_disc_real_2: 0.19581466913223267 (0.21337998020603802) | > loss_disc_real_3: 0.2427065223455429 (0.22250765426592392) | > loss_disc_real_4: 0.24818646907806396 (0.21868537366390228) | > loss_disc_real_5: 0.21754445135593414 (0.21125376901843332) | > loss_0: 2.3341903686523438 (2.2836593037301838) | > grad_norm_0: tensor(33.2950, device='cuda:0') (tensor(24.3876, device='cuda:0')) | > loss_gen: 2.458847761154175 (2.604441917303835) | > loss_kl: 1.7874927520751953 (1.7561451946244095) | > loss_feat: 7.024838924407959 (7.52986550692356) | > loss_mel: 19.17173194885254 (19.022503462704734) | > loss_duration: 2.2019429206848145 (2.0904889531207833) | > loss_1: 32.64485549926758 (33.00344506899517) | > grad_norm_1: tensor(142.7612, device='cuda:0') (tensor(278.9510, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.4307 (0.38153583082285797) | > loader_time: 0.0061 (0.004393628149321587)  --> TIME: 2024-06-11 00:16:47 -- STEP: 289/330 -- GLOBAL_STEP: 158250 | > loss_disc: 2.1389718055725098 (2.2835950381203087) | > loss_disc_real_0: 0.1016305685043335 (0.11395367086707102) | > loss_disc_real_1: 0.21592159569263458 (0.1986147666988076) | > loss_disc_real_2: 0.18841543793678284 (0.21327520226318536) | > loss_disc_real_3: 0.23677580058574677 (0.22245130123357873) | > loss_disc_real_4: 0.2020275890827179 (0.21801217735638673) | > loss_disc_real_5: 0.21601374447345734 (0.21071386373373047) | > loss_0: 2.1389718055725098 (2.2835950381203087) | > grad_norm_0: tensor(43.0691, device='cuda:0') (tensor(25.1723, device='cuda:0')) | > loss_gen: 2.878718852996826 (2.6016636975496272) | > loss_kl: 1.8740732669830322 (1.7606565081949466) | > loss_feat: 7.34034538269043 (7.536202864663411) | > loss_mel: 18.351119995117188 (18.981138625359435) | > loss_duration: 2.2279908657073975 (2.0990690310521125) | > loss_1: 32.67224884033203 (32.97873077920566) | > grad_norm_1: tensor(298.0588, device='cuda:0') (tensor(289.5433, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.4782 (0.3880907309509066) | > loader_time: 0.007 (0.004553633990172286)  --> TIME: 2024-06-11 00:17:00 -- STEP: 314/330 -- GLOBAL_STEP: 158275 | > loss_disc: 2.3266983032226562 (2.2851749947116624) | > loss_disc_real_0: 0.1803639829158783 (0.11511393205802532) | > loss_disc_real_1: 0.24084508419036865 (0.19879025908981915) | > loss_disc_real_2: 0.20320744812488556 (0.21348392631217936) | > loss_disc_real_3: 0.20203545689582825 (0.2225350119695542) | > loss_disc_real_4: 0.2026187777519226 (0.21810221724259626) | > loss_disc_real_5: 0.18245439231395721 (0.21074005999382894) | > loss_0: 2.3266983032226562 (2.2851749947116624) | > grad_norm_0: tensor(61.7593, device='cuda:0') (tensor(26.2888, device='cuda:0')) | > loss_gen: 2.399817705154419 (2.600914013613561) | > loss_kl: 1.7362366914749146 (1.7634096726490434) | > loss_feat: 7.933527946472168 (7.5612289708131435) | > loss_mel: 17.99418830871582 (18.946504605044208) | > loss_duration: 2.300717353820801 (2.1111452845251497) | > loss_1: 32.36448669433594 (32.98320257587801) | > grad_norm_1: tensor(341.7743, device='cuda:0') (tensor(299.4585, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.5203 (0.39612122857646576) | > loader_time: 0.0077 (0.004760542492957632)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4958081245422363 (2.4958081245422363) | > loss_disc_real_0: 0.16475296020507812 (0.16475296020507812) | > loss_disc_real_1: 0.27753308415412903 (0.27753308415412903) | > loss_disc_real_2: 0.2612036466598511 (0.2612036466598511) | > loss_disc_real_3: 0.2996898591518402 (0.2996898591518402) | > loss_disc_real_4: 0.24068579077720642 (0.24068579077720642) | > loss_disc_real_5: 0.16784566640853882 (0.16784566640853882) | > loss_0: 2.4958081245422363 (2.4958081245422363) | > loss_gen: 2.4902639389038086 (2.4902639389038086) | > loss_kl: 1.8769936561584473 (1.8769936561584473) | > loss_feat: 7.2359442710876465 (7.2359442710876465) | > loss_mel: 18.558589935302734 (18.558589935302734) | > loss_duration: 2.830526351928711 (2.830526351928711) | > loss_1: 32.99231719970703 (32.99231719970703)  --> STEP: 1 | > loss_disc: 2.297910690307617 (2.297910690307617) | > loss_disc_real_0: 0.07112853974103928 (0.07112853974103928) | > loss_disc_real_1: 0.2813074290752411 (0.2813074290752411) | > loss_disc_real_2: 0.1574993133544922 (0.1574993133544922) | > loss_disc_real_3: 0.23547591269016266 (0.23547591269016266) | > loss_disc_real_4: 0.1757282018661499 (0.1757282018661499) | > loss_disc_real_5: 0.24969279766082764 (0.24969279766082764) | > loss_0: 2.297910690307617 (2.297910690307617) | > loss_gen: 2.3332936763763428 (2.3332936763763428) | > loss_kl: 2.5707156658172607 (2.5707156658172607) | > loss_feat: 5.3873748779296875 (5.3873748779296875) | > loss_mel: 18.498912811279297 (18.498912811279297) | > loss_duration: 2.387934446334839 (2.387934446334839) | > loss_1: 31.178232192993164 (31.178232192993164)  --> STEP: 2 | > loss_disc: 2.2371108531951904 (2.267510771751404) | > loss_disc_real_0: 0.08299361169338226 (0.07706107571721077) | > loss_disc_real_1: 0.15593160688877106 (0.21861951798200607) | > loss_disc_real_2: 0.22252106666564941 (0.1900101900100708) | > loss_disc_real_3: 0.34640026092529297 (0.2909380868077278) | > loss_disc_real_4: 0.21213684976100922 (0.19393252581357956) | > loss_disc_real_5: 0.22210443019866943 (0.23589861392974854) | > loss_0: 2.2371108531951904 (2.267510771751404) | > loss_gen: 2.663135528564453 (2.498214602470398) | > loss_kl: 2.212651252746582 (2.3916834592819214) | > loss_feat: 7.1522626876831055 (6.2698187828063965) | > loss_mel: 21.806737899780273 (20.152825355529785) | > loss_duration: 2.4210331439971924 (2.4044837951660156) | > loss_1: 36.25581741333008 (33.71702480316162)  --> STEP: 3 | > loss_disc: 2.368227005004883 (2.3010828495025635) | > loss_disc_real_0: 0.039819031953811646 (0.06464706112941106) | > loss_disc_real_1: 0.37157851457595825 (0.2696058501799901) | > loss_disc_real_2: 0.17174676060676575 (0.18392238020896912) | > loss_disc_real_3: 0.23596255481243134 (0.27261290947596234) | > loss_disc_real_4: 0.16524919867515564 (0.18437141676743826) | > loss_disc_real_5: 0.25504130125045776 (0.24227950970331827) | > loss_0: 2.368227005004883 (2.3010828495025635) | > loss_gen: 2.520350694656372 (2.5055932998657227) | > loss_kl: 2.5759048461914062 (2.4530905882517495) | > loss_feat: 7.6054158210754395 (6.715017795562744) | > loss_mel: 19.64858055114746 (19.98474375406901) | > loss_duration: 2.2592477798461914 (2.3560717900594077) | > loss_1: 34.6094970703125 (34.01451555887858)  --> STEP: 4 | > loss_disc: 2.3403115272521973 (2.310890018939972) | > loss_disc_real_0: 0.05889592692255974 (0.06320927757769823) | > loss_disc_real_1: 0.2643689513206482 (0.26829662546515465) | > loss_disc_real_2: 0.2939207851886749 (0.21142198145389557) | > loss_disc_real_3: 0.2919730246067047 (0.2774529382586479) | > loss_disc_real_4: 0.1834978461265564 (0.1841530241072178) | > loss_disc_real_5: 0.21786914765834808 (0.23617691919207573) | > loss_0: 2.3403115272521973 (2.310890018939972) | > loss_gen: 2.7824196815490723 (2.57479989528656) | > loss_kl: 2.365736484527588 (2.4312520623207092) | > loss_feat: 7.825761318206787 (6.992703676223755) | > loss_mel: 19.81552505493164 (19.942439079284668) | > loss_duration: 2.26754093170166 (2.3339390754699707) | > loss_1: 35.056983947753906 (34.27513265609741)  --> STEP: 5 | > loss_disc: 2.135871648788452 (2.275886344909668) | > loss_disc_real_0: 0.10899662226438522 (0.07236674651503563) | > loss_disc_real_1: 0.27910470962524414 (0.2704582422971725) | > loss_disc_real_2: 0.15853939950466156 (0.20084546506404877) | > loss_disc_real_3: 0.3035736083984375 (0.2826770722866058) | > loss_disc_real_4: 0.26262375712394714 (0.19984717071056365) | > loss_disc_real_5: 0.26028090715408325 (0.24099771678447723) | > loss_0: 2.135871648788452 (2.275886344909668) | > loss_gen: 2.892561674118042 (2.6383522510528565) | > loss_kl: 2.154066801071167 (2.375815010070801) | > loss_feat: 6.470032215118408 (6.888169384002685) | > loss_mel: 19.197174072265625 (19.79338607788086) | > loss_duration: 2.3530590534210205 (2.3377630710601807) | > loss_1: 33.06689453125 (34.03348503112793)  --> STEP: 6 | > loss_disc: 2.510178565979004 (2.314935048421224) | > loss_disc_real_0: 0.15081116557121277 (0.08544081635773182) | > loss_disc_real_1: 0.3231794536113739 (0.27924511084953946) | > loss_disc_real_2: 0.25421059131622314 (0.2097396527727445) | > loss_disc_real_3: 0.2630210816860199 (0.27940107385317486) | > loss_disc_real_4: 0.1949225515127182 (0.19902640084425607) | > loss_disc_real_5: 0.21070519089698792 (0.2359489624698957) | > loss_0: 2.510178565979004 (2.314935048421224) | > loss_gen: 2.5845024585723877 (2.629377285639445) | > loss_kl: 1.9411520957946777 (2.3033711910247803) | > loss_feat: 6.33392333984375 (6.795795043309529) | > loss_mel: 20.973051071166992 (19.989996910095215) | > loss_duration: 2.157376527786255 (2.307698647181193) | > loss_1: 33.99000549316406 (34.026238441467285)  --> STEP: 7 | > loss_disc: 2.2994203567504883 (2.3127186638968333) | > loss_disc_real_0: 0.09594246745109558 (0.08694105222821236) | > loss_disc_real_1: 0.3017011880874634 (0.28245312188352856) | > loss_disc_real_2: 0.2145574986934662 (0.21042791647570475) | > loss_disc_real_3: 0.2866961359977722 (0.28044322558811735) | > loss_disc_real_4: 0.20624786615371704 (0.20005803874560765) | > loss_disc_real_5: 0.1713629513978958 (0.22672238945960999) | > loss_0: 2.2994203567504883 (2.3127186638968333) | > loss_gen: 2.6904456615448 (2.63810133934021) | > loss_kl: 3.0341479778289795 (2.4077678748539517) | > loss_feat: 7.849377632141113 (6.9463068417140414) | > loss_mel: 18.057952880859375 (19.71399062020438) | > loss_duration: 2.466831684112549 (2.3304319381713867) | > loss_1: 34.0987548828125 (34.03659793308803)  --> STEP: 8 | > loss_disc: 2.206573009490967 (2.2994504570961) | > loss_disc_real_0: 0.36719831824302673 (0.12197321048006415) | > loss_disc_real_1: 0.3048322796821594 (0.28525051660835743) | > loss_disc_real_2: 0.20632389187812805 (0.20991491340100765) | > loss_disc_real_3: 0.17330722510814667 (0.267051225528121) | > loss_disc_real_4: 0.12269904464483261 (0.19038816448301077) | > loss_disc_real_5: 0.20446814596652985 (0.22394060902297497) | > loss_0: 2.206573009490967 (2.2994504570961) | > loss_gen: 3.086803913116455 (2.6941891610622406) | > loss_kl: 2.452077627182007 (2.4133065938949585) | > loss_feat: 12.120675086975098 (7.593102872371674) | > loss_mel: 21.12961196899414 (19.8909432888031) | > loss_duration: 2.223299026489258 (2.3170403242111206) | > loss_1: 41.01246643066406 (34.908581495285034)  --> STEP: 9 | > loss_disc: 2.708667039871216 (2.344918966293335) | > loss_disc_real_0: 0.14960086345672607 (0.12504294969969326) | > loss_disc_real_1: 0.28325214982032776 (0.28502847585413194) | > loss_disc_real_2: 0.2635400891304016 (0.2158732662598292) | > loss_disc_real_3: 0.2656487226486206 (0.2668953918748432) | > loss_disc_real_4: 0.23925520479679108 (0.19581783562898636) | > loss_disc_real_5: 0.38512834906578064 (0.24185035791662005) | > loss_0: 2.708667039871216 (2.344918966293335) | > loss_gen: 2.557309865951538 (2.6789803504943848) | > loss_kl: 2.046149969100952 (2.3725114133622913) | > loss_feat: 8.514636039733887 (7.69549544652303) | > loss_mel: 19.791568756103516 (19.8799016740587) | > loss_duration: 2.1595468521118164 (2.29954104953342) | > loss_1: 35.069210052490234 (34.92642911275228)  --> STEP: 10 | > loss_disc: 2.330695867538452 (2.3434966564178468) | > loss_disc_real_0: 0.09173069149255753 (0.12171172387897969) | > loss_disc_real_1: 0.23302437365055084 (0.2798280656337738) | > loss_disc_real_2: 0.2917613387107849 (0.22346207350492478) | > loss_disc_real_3: 0.26567891240119934 (0.26677374392747877) | > loss_disc_real_4: 0.19106759130954742 (0.19534281119704247) | > loss_disc_real_5: 0.2692849636077881 (0.24459381848573686) | > loss_0: 2.330695867538452 (2.3434966564178468) | > loss_gen: 2.6311628818511963 (2.674198603630066) | > loss_kl: 1.7939283847808838 (2.3146531105041506) | > loss_feat: 6.002012252807617 (7.526147127151489) | > loss_mel: 19.706321716308594 (19.862543678283693) | > loss_duration: 2.259458303451538 (2.295532774925232) | > loss_1: 32.39288330078125 (34.67307453155517)  --> STEP: 11 | > loss_disc: 2.5170187950134277 (2.3592713962901724) | > loss_disc_real_0: 0.10960827767848969 (0.12061141058802605) | > loss_disc_real_1: 0.3148486614227295 (0.2830117561600425) | > loss_disc_real_2: 0.2620029151439667 (0.22696578638120132) | > loss_disc_real_3: 0.270004004240036 (0.26706740395589307) | > loss_disc_real_4: 0.27139735221862793 (0.20225686038082297) | > loss_disc_real_5: 0.32384300231933594 (0.2517982897433368) | > loss_0: 2.5170187950134277 (2.3592713962901724) | > loss_gen: 2.5312411785125732 (2.66120247407393) | > loss_kl: 2.318394660949707 (2.3149932514537466) | > loss_feat: 6.465340614318848 (7.429710171439431) | > loss_mel: 18.21589469909668 (19.712848316539418) | > loss_duration: 2.3877997398376465 (2.3039206808263604) | > loss_1: 31.918670654296875 (34.42267417907715)  --> STEP: 12 | > loss_disc: 2.538321018218994 (2.374192198117574) | > loss_disc_real_0: 0.05712151154875755 (0.115320585668087) | > loss_disc_real_1: 0.295462042093277 (0.28404927998781204) | > loss_disc_real_2: 0.3384056091308594 (0.23625243827700615) | > loss_disc_real_3: 0.2998427748680115 (0.2697986848652363) | > loss_disc_real_4: 0.23354676365852356 (0.20486435232063135) | > loss_disc_real_5: 0.2303484082221985 (0.2500107996165753) | > loss_0: 2.538321018218994 (2.374192198117574) | > loss_gen: 2.4456515312194824 (2.643239895502726) | > loss_kl: 1.853193998336792 (2.2765099803606668) | > loss_feat: 7.394875526428223 (7.426807284355164) | > loss_mel: 18.45476531982422 (19.608008066813152) | > loss_duration: 2.209082841873169 (2.2960175275802612) | > loss_1: 32.35757064819336 (34.250582218170166)  --> STEP: 13 | > loss_disc: 2.640486717224121 (2.394676391895001) | > loss_disc_real_0: 0.2139277458190918 (0.12290575183354892) | > loss_disc_real_1: 0.30331265926361084 (0.2855310783936427) | > loss_disc_real_2: 0.3192842900753021 (0.242639503799952) | > loss_disc_real_3: 0.28705477714538574 (0.27112607657909393) | > loss_disc_real_4: 0.1911451518535614 (0.20380902920777982) | > loss_disc_real_5: 0.1956256926059723 (0.24582732984652894) | > loss_0: 2.640486717224121 (2.394676391895001) | > loss_gen: 2.360849618911743 (2.621517566534189) | > loss_kl: 1.9785008430480957 (2.2535862005673923) | > loss_feat: 5.6179962158203125 (7.2876679713909445) | > loss_mel: 16.767168045043945 (19.389481911292442) | > loss_duration: 2.1700406074523926 (2.286326995262733) | > loss_1: 28.894554138183594 (33.838580058171196)  --> STEP: 14 | > loss_disc: 2.3852014541625977 (2.3939996106284007) | > loss_disc_real_0: 0.08306306600570679 (0.12005984570298876) | > loss_disc_real_1: 0.2642419636249542 (0.2840104273387364) | > loss_disc_real_2: 0.3329150676727295 (0.24908775836229324) | > loss_disc_real_3: 0.28134578466415405 (0.2718560557280268) | > loss_disc_real_4: 0.20670312643051147 (0.20401575043797493) | > loss_disc_real_5: 0.23341603577136993 (0.24494080884116043) | > loss_0: 2.3852014541625977 (2.3939996106284007) | > loss_gen: 2.6063928604125977 (2.6204372303826466) | > loss_kl: 2.684974431991577 (2.2843996456691196) | > loss_feat: 7.546638011932373 (7.306165831429618) | > loss_mel: 20.43377685546875 (19.464074407305038) | > loss_duration: 2.353199005126953 (2.2911035673958913) | > loss_1: 35.62498092651367 (33.96618012019566)  --> STEP: 15 | > loss_disc: 2.396336793899536 (2.394155422846476) | > loss_disc_real_0: 0.10278978943824768 (0.11890850861867269) | > loss_disc_real_1: 0.3507826328277588 (0.2884619077046712) | > loss_disc_real_2: 0.3224741816520691 (0.25398018658161164) | > loss_disc_real_3: 0.27220991253852844 (0.27187964618206023) | > loss_disc_real_4: 0.20698758959770203 (0.2042138730486234) | > loss_disc_real_5: 0.3017755150794983 (0.2487297892570496) | > loss_0: 2.396336793899536 (2.394155422846476) | > loss_gen: 3.0116569995880127 (2.6465185483296714) | > loss_kl: 2.7146430015563965 (2.313082536061605) | > loss_feat: 7.4219136238098145 (7.313882350921631) | > loss_mel: 20.622026443481445 (19.541271209716797) | > loss_duration: 2.3008108139038086 (2.2917507171630858) | > loss_1: 36.07105255126953 (34.10650494893392)  --> STEP: 16 | > loss_disc: 2.5845346450805664 (2.406054124236107) | > loss_disc_real_0: 0.11656029522418976 (0.1187617452815175) | > loss_disc_real_1: 0.31272152066230774 (0.2899781335145235) | > loss_disc_real_2: 0.2899063527584076 (0.2562255719676614) | > loss_disc_real_3: 0.2498602718114853 (0.2705034352838993) | > loss_disc_real_4: 0.15651528537273407 (0.20123271131888032) | > loss_disc_real_5: 0.24705874919891357 (0.24862534925341612) | > loss_0: 2.5845346450805664 (2.406054124236107) | > loss_gen: 2.491000175476074 (2.6367986500263214) | > loss_kl: 2.1173009872436523 (2.300846189260483) | > loss_feat: 10.291736602783203 (7.499998241662979) | > loss_mel: 20.39844512939453 (19.594844579696655) | > loss_duration: 2.3757336139678955 (2.2969996482133865) | > loss_1: 37.674217224121094 (34.32948696613312)  --> STEP: 17 | > loss_disc: 2.8133091926574707 (2.430010304731481) | > loss_disc_real_0: 0.13137120008468628 (0.11950347791699802) | > loss_disc_real_1: 0.37655410170555115 (0.2950708375257604) | > loss_disc_real_2: 0.2517307698726654 (0.25596117184442635) | > loss_disc_real_3: 0.3474529981613159 (0.27502988015904145) | > loss_disc_real_4: 0.225626602768898 (0.20266764611005783) | > loss_disc_real_5: 0.2874549627304077 (0.2509094441638274) | > loss_0: 2.8133091926574707 (2.430010304731481) | > loss_gen: 2.6418051719665527 (2.637093151316923) | > loss_kl: 1.8282924890518188 (2.2730489127776203) | > loss_feat: 6.872450351715088 (7.463083659901338) | > loss_mel: 19.145015716552734 (19.568384058335248) | > loss_duration: 2.3774619102478027 (2.301732722450705) | > loss_1: 32.86502456665039 (34.243342119104724)  --> STEP: 18 | > loss_disc: 2.0975286960601807 (2.4115391042497425) | > loss_disc_real_0: 0.08050636947154999 (0.11733697189225091) | > loss_disc_real_1: 0.17463324964046478 (0.28837986042102176) | > loss_disc_real_2: 0.187276229262352 (0.25214534170097774) | > loss_disc_real_3: 0.21060478687286377 (0.2714507083098094) | > loss_disc_real_4: 0.16340145468711853 (0.20048619103100565) | > loss_disc_real_5: 0.20782612264156342 (0.2485159263014794) | > loss_0: 2.0975286960601807 (2.4115391042497425) | > loss_gen: 2.4758245944976807 (2.6281337870491877) | > loss_kl: 2.314992904663086 (2.275379134549035) | > loss_feat: 8.165733337402344 (7.502119753095839) | > loss_mel: 16.4813289642334 (19.39688099755181) | > loss_duration: 2.2455849647521973 (2.2986134025785656) | > loss_1: 31.68346405029297 (34.1011266708374)  --> STEP: 19 | > loss_disc: 2.8033852577209473 (2.4321625860113847) | > loss_disc_real_0: 0.16813385486602783 (0.12001049204876549) | > loss_disc_real_1: 0.35363397002220154 (0.2918142872421365) | > loss_disc_real_2: 0.23876474797725677 (0.2514410999260451) | > loss_disc_real_3: 0.29202350974082947 (0.27253348733249466) | > loss_disc_real_4: 0.2780323624610901 (0.2045675684746943) | > loss_disc_real_5: 0.3592645823955536 (0.2543448029380096) | > loss_0: 2.8033852577209473 (2.4321625860113847) | > loss_gen: 2.5068106651306152 (2.621748359579789) | > loss_kl: 1.7755647897720337 (2.249073116402877) | > loss_feat: 9.17317008972168 (7.590069770812988) | > loss_mel: 17.557411193847656 (19.300066797356855) | > loss_duration: 2.3376643657684326 (2.300668716430664) | > loss_1: 33.35062026977539 (34.0616263339394)  --> STEP: 20 | > loss_disc: 2.4170050621032715 (2.431404709815979) | > loss_disc_real_0: 0.13711604475975037 (0.12086576968431473) | > loss_disc_real_1: 0.2826268672943115 (0.29135491624474524) | > loss_disc_real_2: 0.2555026113986969 (0.25164417549967766) | > loss_disc_real_3: 0.3377015292644501 (0.27579188942909244) | > loss_disc_real_4: 0.22559019923210144 (0.20561870001256466) | > loss_disc_real_5: 0.25465884804725647 (0.254360505193472) | > loss_0: 2.4170050621032715 (2.431404709815979) | > loss_gen: 2.56050705909729 (2.6186862945556637) | > loss_kl: 1.7994284629821777 (2.226590883731842) | > loss_feat: 4.28120231628418 (7.424626398086548) | > loss_mel: 19.691585540771484 (19.319642734527587) | > loss_duration: 2.3037352561950684 (2.300822043418884) | > loss_1: 30.636459350585938 (33.89036798477173)  --> STEP: 21 | > loss_disc: 2.493772029876709 (2.4343745821998235) | > loss_disc_real_0: 0.10231184959411621 (0.11998224968001955) | > loss_disc_real_1: 0.3495824933052063 (0.2941276580095291) | > loss_disc_real_2: 0.22154279053211212 (0.25021077621550786) | > loss_disc_real_3: 0.272681325674057 (0.2756437673455193) | > loss_disc_real_4: 0.21993514895439148 (0.20630043567646117) | > loss_disc_real_5: 0.2410486340522766 (0.2537266065677008) | > loss_0: 2.493772029876709 (2.4343745821998235) | > loss_gen: 2.4462969303131104 (2.61047727721078) | > loss_kl: 1.9073171615600586 (2.2113873731522333) | > loss_feat: 6.273167133331299 (7.369795004526774) | > loss_mel: 17.146272659301758 (19.216148921421595) | > loss_duration: 2.1508023738861084 (2.293678249631609) | > loss_1: 29.923856735229492 (33.70148649669829)  --> STEP: 22 | > loss_disc: 1.812422752380371 (2.4061040444807578) | > loss_disc_real_0: 0.06652276962995529 (0.11755227331410754) | > loss_disc_real_1: 0.19848386943340302 (0.28978021307425067) | > loss_disc_real_2: 0.11513502895832062 (0.24407096952199936) | > loss_disc_real_3: 0.20836122334003448 (0.2725854698907246) | > loss_disc_real_4: 0.1738627701997757 (0.20482599633661183) | > loss_disc_real_5: 0.17575101554393768 (0.2501822615211661) | > loss_0: 1.812422752380371 (2.4061040444807578) | > loss_gen: 2.858083486557007 (2.6217321049083355) | > loss_kl: 1.8076114654541016 (2.1930339228023183) | > loss_feat: 8.624082565307617 (7.4268080754713575) | > loss_mel: 20.790891647338867 (19.287728136236016) | > loss_duration: 2.1608667373657227 (2.287641362710432) | > loss_1: 36.24153518676758 (33.816943255337804)  --> STEP: 23 | > loss_disc: 2.4393181800842285 (2.407548137333083) | > loss_disc_real_0: 0.16525623202323914 (0.11962635847537414) | > loss_disc_real_1: 0.311206191778183 (0.29071177736572595) | > loss_disc_real_2: 0.19397175312042236 (0.2418927427219308) | > loss_disc_real_3: 0.26756104826927185 (0.27236701677674835) | > loss_disc_real_4: 0.24642319977283478 (0.2066345703990563) | > loss_disc_real_5: 0.21575139462947845 (0.24868526730848406) | > loss_0: 2.4393181800842285 (2.407548137333083) | > loss_gen: 2.4665517807006836 (2.614985134290612) | > loss_kl: 2.578613042831421 (2.209798232368801) | > loss_feat: 6.388900279998779 (7.381681649581246) | > loss_mel: 16.557750701904297 (19.169033465178114) | > loss_duration: 2.2421929836273193 (2.2856653462285577) | > loss_1: 30.234010696411133 (33.66116357886273)  --> STEP: 24 | > loss_disc: 2.390174627304077 (2.4068242410818743) | > loss_disc_real_0: 0.1328210085630417 (0.12017613556236029) | > loss_disc_real_1: 0.36095288395881653 (0.2936384901404381) | > loss_disc_real_2: 0.2360338419675827 (0.2416486218571663) | > loss_disc_real_3: 0.3703874349594116 (0.27645120086769265) | > loss_disc_real_4: 0.16987524926662445 (0.20510293201853833) | > loss_disc_real_5: 0.23518051207065582 (0.24812256917357456) | > loss_0: 2.390174627304077 (2.4068242410818743) | > loss_gen: 3.005262851715088 (2.631246705849965) | > loss_kl: 1.9602105617523193 (2.1993987460931144) | > loss_feat: 6.5744757652282715 (7.348048071066539) | > loss_mel: 18.995983123779297 (19.161823034286495) | > loss_duration: 2.3787002563476562 (2.2895418008168535) | > loss_1: 32.914634704589844 (33.63005820910136)  --> STEP: 25 | > loss_disc: 2.3696558475494385 (2.4053375053405768) | > loss_disc_real_0: 0.06431539356708527 (0.11794170588254929) | > loss_disc_real_1: 0.39407095313072205 (0.29765578866004944) | > loss_disc_real_2: 0.342521071434021 (0.24568351984024048) | > loss_disc_real_3: 0.3603971302509308 (0.27980903804302215) | > loss_disc_real_4: 0.19468249380588531 (0.20468611449003218) | > loss_disc_real_5: 0.24044005572795868 (0.24781526863574993) | > loss_0: 2.3696558475494385 (2.4053375053405768) | > loss_gen: 2.8804776668548584 (2.641215944290161) | > loss_kl: 2.1752560138702393 (2.1984330368041993) | > loss_feat: 9.172660827636719 (7.421032581329346) | > loss_mel: 19.319385528564453 (19.168125534057612) | > loss_duration: 2.3366055488586426 (2.291424350738525) | > loss_1: 35.88438415527344 (33.720231246948245)  --> STEP: 26 | > loss_disc: 2.7684342861175537 (2.4193027661396913) | > loss_disc_real_0: 0.186448872089386 (0.12057659689050454) | > loss_disc_real_1: 0.2811296582221985 (0.2970201682585936) | > loss_disc_real_2: 0.2610793113708496 (0.24627566566834083) | > loss_disc_real_3: 0.149322971701622 (0.2747903431837375) | > loss_disc_real_4: 0.20151637494564056 (0.20456420143063253) | > loss_disc_real_5: 0.25847113132476807 (0.24822510950840446) | > loss_0: 2.7684342861175537 (2.4193027661396913) | > loss_gen: 2.2068777084350586 (2.6245106275265035) | > loss_kl: 1.7879561185836792 (2.182645463026487) | > loss_feat: 18.568567276000977 (7.849783915739793) | > loss_mel: 20.340190887451172 (19.213204970726597) | > loss_duration: 2.26407527923584 (2.2903724633730373) | > loss_1: 45.16767120361328 (34.16051739912767) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023518342238206128 (+4.9554384671724426e-05) | > avg_loss_disc: 2.4193027661396913 (+0.12830708577082772) | > avg_loss_disc_real_0: 0.12057659689050454 (+0.01931110225044763) | > avg_loss_disc_real_1: 0.2970201682585936 (+0.15212839354689303) | > avg_loss_disc_real_2: 0.24627566566834083 (+0.0013787534374457289) | > avg_loss_disc_real_3: 0.2747903431837375 (-0.00017024118166703017) | > avg_loss_disc_real_4: 0.20456420143063253 (-0.024684119396484794) | > avg_loss_disc_real_5: 0.24822510950840446 (+0.035385587754157954) | > avg_loss_0: 2.4193027661396913 (+0.12830708577082772) | > avg_loss_gen: 2.6245106275265035 (+0.17613912545717714) | > avg_loss_kl: 2.182645463026487 (-0.135409153424777) | > avg_loss_feat: 7.849783915739793 (+0.5442963746877814) | > avg_loss_mel: 19.213204970726597 (+0.20406297536996476) | > avg_loss_duration: 2.2903724633730373 (+0.01150878576131964) | > avg_loss_1: 34.16051739912767 (+0.8005986580481874)  > EPOCH: 213/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:17:29)   --> TIME: 2024-06-11 00:17:33 -- STEP: 9/330 -- GLOBAL_STEP: 158300 | > loss_disc: 2.392092704772949 (2.345925701989068) | > loss_disc_real_0: 0.13695074617862701 (0.11257338606648976) | > loss_disc_real_1: 0.21604034304618835 (0.18298664026790196) | > loss_disc_real_2: 0.23741117119789124 (0.22071904937426248) | > loss_disc_real_3: 0.2549130916595459 (0.22753183709250557) | > loss_disc_real_4: 0.23029793798923492 (0.22098557319906023) | > loss_disc_real_5: 0.22480927407741547 (0.21579932007524702) | > loss_0: 2.392092704772949 (2.345925701989068) | > grad_norm_0: tensor(14.5766, device='cuda:0') (tensor(19.3423, device='cuda:0')) | > loss_gen: 2.607710599899292 (2.4986822075313992) | > loss_kl: 1.6911725997924805 (1.7583058807584975) | > loss_feat: 6.555821895599365 (6.900927543640137) | > loss_mel: 19.523469924926758 (19.39987670050727) | > loss_duration: 2.1606783866882324 (2.2391026814778647) | > loss_1: 32.53885269165039 (32.79689449734158) | > grad_norm_1: tensor(113.5803, device='cuda:0') (tensor(123.2951, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3425 (0.34483657942877877) | > loader_time: 0.003 (0.0031472047170003257)  --> TIME: 2024-06-11 00:17:42 -- STEP: 34/330 -- GLOBAL_STEP: 158325 | > loss_disc: 2.3019723892211914 (2.2988807103213142) | > loss_disc_real_0: 0.0958075076341629 (0.10833660337854834) | > loss_disc_real_1: 0.19134540855884552 (0.1953183123294045) | > loss_disc_real_2: 0.20233018696308136 (0.21746086898972006) | > loss_disc_real_3: 0.23292957246303558 (0.22437182375613382) | > loss_disc_real_4: 0.2178097367286682 (0.21966776076485128) | > loss_disc_real_5: 0.2076251208782196 (0.21621451526880264) | > loss_0: 2.3019723892211914 (2.2988807103213142) | > grad_norm_0: tensor(12.9211, device='cuda:0') (tensor(15.4911, device='cuda:0')) | > loss_gen: 2.460941791534424 (2.547953156863942) | > loss_kl: 2.010010242462158 (1.7620422138887293) | > loss_feat: 7.87825345993042 (7.241493856205659) | > loss_mel: 19.345842361450195 (19.281904052285586) | > loss_duration: 2.0726571083068848 (2.1101055285509895) | > loss_1: 33.767704010009766 (32.943498667548674) | > grad_norm_1: tensor(221.7064, device='cuda:0') (tensor(136.8755, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3472 (0.34838048149557677) | > loader_time: 0.0039 (0.0033432736116297103)  --> TIME: 2024-06-11 00:17:51 -- STEP: 59/330 -- GLOBAL_STEP: 158350 | > loss_disc: 2.197673797607422 (2.298001939967526) | > loss_disc_real_0: 0.12083356082439423 (0.10850236628015163) | > loss_disc_real_1: 0.215785950422287 (0.1974468516596293) | > loss_disc_real_2: 0.20226305723190308 (0.21530197863861666) | > loss_disc_real_3: 0.1965082585811615 (0.22582732848191667) | > loss_disc_real_4: 0.21824897825717926 (0.2190535530700522) | > loss_disc_real_5: 0.20800209045410156 (0.21463613035315174) | > loss_0: 2.197673797607422 (2.298001939967526) | > grad_norm_0: tensor(7.3446, device='cuda:0') (tensor(13.3015, device='cuda:0')) | > loss_gen: 2.6876087188720703 (2.553568193467997) | > loss_kl: 1.7908231019973755 (1.7661741850739818) | > loss_feat: 8.30833625793457 (7.32213919849719) | > loss_mel: 18.95090103149414 (19.297748953609137) | > loss_duration: 2.0198845863342285 (2.077798772666414) | > loss_1: 33.75755310058594 (33.017429384134566) | > grad_norm_1: tensor(85.3888, device='cuda:0') (tensor(131.6717, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3416 (0.35188694323523567) | > loader_time: 0.0033 (0.003438808150210623)  --> TIME: 2024-06-11 00:18:00 -- STEP: 84/330 -- GLOBAL_STEP: 158375 | > loss_disc: 2.2474262714385986 (2.2957332957358583) | > loss_disc_real_0: 0.10398244857788086 (0.11035078755092054) | > loss_disc_real_1: 0.22271180152893066 (0.19818247641835893) | > loss_disc_real_2: 0.2103566974401474 (0.21441939881160146) | > loss_disc_real_3: 0.23071543872356415 (0.2256323913378375) | > loss_disc_real_4: 0.19893699884414673 (0.21996269517001651) | > loss_disc_real_5: 0.1807849407196045 (0.21376508385652584) | > loss_0: 2.2474262714385986 (2.2957332957358583) | > grad_norm_0: tensor(6.6258, device='cuda:0') (tensor(12.6208, device='cuda:0')) | > loss_gen: 2.6737124919891357 (2.5613778233528146) | > loss_kl: 1.7077555656433105 (1.7668467178231193) | > loss_feat: 7.602077007293701 (7.380864801860991) | > loss_mel: 19.145549774169922 (19.221484093439006) | > loss_duration: 2.1225662231445312 (2.065674053771154) | > loss_1: 33.25166320800781 (32.99624751863022) | > grad_norm_1: tensor(135.0901, device='cuda:0') (tensor(129.9036, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3579 (0.3529141431763059) | > loader_time: 0.0047 (0.0035332923843747095)  --> TIME: 2024-06-11 00:18:09 -- STEP: 109/330 -- GLOBAL_STEP: 158400 | > loss_disc: 2.413623809814453 (2.2893115467981455) | > loss_disc_real_0: 0.1316802203655243 (0.11223417404321355) | > loss_disc_real_1: 0.20399826765060425 (0.19684839234986437) | > loss_disc_real_2: 0.23272964358329773 (0.21332806731582782) | > loss_disc_real_3: 0.24911321699619293 (0.22498186288076802) | > loss_disc_real_4: 0.2486112117767334 (0.2202069044386575) | > loss_disc_real_5: 0.2175414264202118 (0.21266964200986632) | > loss_0: 2.413623809814453 (2.2893115467981455) | > grad_norm_0: tensor(22.9578, device='cuda:0') (tensor(12.0947, device='cuda:0')) | > loss_gen: 2.5360610485076904 (2.566024355932114) | > loss_kl: 1.8370002508163452 (1.76222234034757) | > loss_feat: 7.319055080413818 (7.4116061893078165) | > loss_mel: 19.59059715270996 (19.157338133645695) | > loss_duration: 1.9942216873168945 (2.062779882632263) | > loss_1: 33.27693557739258 (32.95997091170841) | > grad_norm_1: tensor(288.0133, device='cuda:0') (tensor(132.9705, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3639 (0.3553566823311902) | > loader_time: 0.0038 (0.0036611119541553184)  --> TIME: 2024-06-11 00:18:18 -- STEP: 134/330 -- GLOBAL_STEP: 158425 | > loss_disc: 2.3807241916656494 (2.289448346664656) | > loss_disc_real_0: 0.13469484448432922 (0.1128787250438733) | > loss_disc_real_1: 0.232601135969162 (0.19767559430937268) | > loss_disc_real_2: 0.19919639825820923 (0.21359994028931234) | > loss_disc_real_3: 0.2379162460565567 (0.22444706488011487) | > loss_disc_real_4: 0.20275142788887024 (0.21996046035592234) | > loss_disc_real_5: 0.20112380385398865 (0.21280059930103928) | > loss_0: 2.3807241916656494 (2.289448346664656) | > grad_norm_0: tensor(32.6959, device='cuda:0') (tensor(12.9358, device='cuda:0')) | > loss_gen: 2.5923657417297363 (2.568852454868716) | > loss_kl: 1.8442714214324951 (1.7546348634050852) | > loss_feat: 8.222590446472168 (7.409928104770717) | > loss_mel: 19.755096435546875 (19.172493749590046) | > loss_duration: 2.0608015060424805 (2.06268109225515) | > loss_1: 34.475128173828125 (32.96859026666895) | > grad_norm_1: tensor(234.9051, device='cuda:0') (tensor(143.0852, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.371 (0.3586262749202216) | > loader_time: 0.0038 (0.003752783163269954)  --> TIME: 2024-06-11 00:18:28 -- STEP: 159/330 -- GLOBAL_STEP: 158450 | > loss_disc: 2.336109161376953 (2.291301697305163) | > loss_disc_real_0: 0.10867121815681458 (0.11363635605798578) | > loss_disc_real_1: 0.15591852366924286 (0.19775711702850637) | > loss_disc_real_2: 0.24571748077869415 (0.2145284208111793) | > loss_disc_real_3: 0.2246614396572113 (0.22464125251994943) | > loss_disc_real_4: 0.22325313091278076 (0.2198311576865754) | > loss_disc_real_5: 0.19496528804302216 (0.21188730413808762) | > loss_0: 2.336109161376953 (2.291301697305163) | > grad_norm_0: tensor(18.0502, device='cuda:0') (tensor(15.2216, device='cuda:0')) | > loss_gen: 2.433469772338867 (2.574581330677249) | > loss_kl: 1.7513951063156128 (1.7544620876792092) | > loss_feat: 7.3265910148620605 (7.426625311749536) | > loss_mel: 19.247295379638672 (19.1440580476005) | > loss_duration: 2.084012508392334 (2.0638913126111778) | > loss_1: 32.8427619934082 (32.96361804458328) | > grad_norm_1: tensor(208.7603, device='cuda:0') (tensor(166.3687, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3707 (0.36215039469161125) | > loader_time: 0.0063 (0.0038734337068953603)  --> TIME: 2024-06-11 00:18:38 -- STEP: 184/330 -- GLOBAL_STEP: 158475 | > loss_disc: 2.2754342555999756 (2.2928000040676273) | > loss_disc_real_0: 0.07195604592561722 (0.11402049547304278) | > loss_disc_real_1: 0.20209519565105438 (0.19829790861062388) | > loss_disc_real_2: 0.18038037419319153 (0.21375628415009248) | > loss_disc_real_3: 0.21893946826457977 (0.224709861304449) | > loss_disc_real_4: 0.22788019478321075 (0.21981673647204172) | > loss_disc_real_5: 0.22719219326972961 (0.2125305744778851) | > loss_0: 2.2754342555999756 (2.2928000040676273) | > grad_norm_0: tensor(30.5405, device='cuda:0') (tensor(17.3548, device='cuda:0')) | > loss_gen: 2.5540244579315186 (2.5800249706143927) | > loss_kl: 1.7013171911239624 (1.7552189775135205) | > loss_feat: 7.707272529602051 (7.449089242064434) | > loss_mel: 18.002275466918945 (19.117411592732292) | > loss_duration: 2.0865883827209473 (2.0692087534977044) | > loss_1: 32.05147933959961 (32.970953454142034) | > grad_norm_1: tensor(301.9140, device='cuda:0') (tensor(191.4831, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3932 (0.366223966297896) | > loader_time: 0.0043 (0.003977351862451306)  --> TIME: 2024-06-11 00:18:48 -- STEP: 209/330 -- GLOBAL_STEP: 158500 | > loss_disc: 2.27520751953125 (2.2954007062044988) | > loss_disc_real_0: 0.14870308339595795 (0.11517721239887356) | > loss_disc_real_1: 0.20547032356262207 (0.19838392641840946) | > loss_disc_real_2: 0.2062118500471115 (0.21393548750706268) | > loss_disc_real_3: 0.2227226048707962 (0.22474997294576546) | > loss_disc_real_4: 0.22892038524150848 (0.2198558131045702) | > loss_disc_real_5: 0.20037594437599182 (0.21233722482001383) | > loss_0: 2.27520751953125 (2.2954007062044988) | > grad_norm_0: tensor(15.4308, device='cuda:0') (tensor(19.7874, device='cuda:0')) | > loss_gen: 2.65777587890625 (2.5815199413938386) | > loss_kl: 1.601097822189331 (1.7605888900574314) | > loss_feat: 7.20340633392334 (7.448499620245975) | > loss_mel: 18.712562561035156 (19.091004093297926) | > loss_duration: 2.1268820762634277 (2.0754038905412955) | > loss_1: 32.30172348022461 (32.95701637450591) | > grad_norm_1: tensor(338.7975, device='cuda:0') (tensor(208.9015, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.3983 (0.3700723203175376) | > loader_time: 0.0048 (0.004093207811054432) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_158500.pth  --> TIME: 2024-06-11 00:19:03 -- STEP: 234/330 -- GLOBAL_STEP: 158525 | > loss_disc: 2.400240659713745 (2.294962741370892) | > loss_disc_real_0: 0.08516378700733185 (0.11584049453720069) | > loss_disc_real_1: 0.18252690136432648 (0.198283214472298) | > loss_disc_real_2: 0.21989408135414124 (0.21381407447605053) | > loss_disc_real_3: 0.2735065221786499 (0.22472225142340374) | > loss_disc_real_4: 0.2602733373641968 (0.22028356892430884) | > loss_disc_real_5: 0.24539080262184143 (0.21213716083866918) | > loss_0: 2.400240659713745 (2.294962741370892) | > grad_norm_0: tensor(40.6790, device='cuda:0') (tensor(20.3275, device='cuda:0')) | > loss_gen: 2.4910006523132324 (2.5794683287286353) | > loss_kl: 1.8221378326416016 (1.7612098379012866) | > loss_feat: 6.396312236785889 (7.440914139788375) | > loss_mel: 17.63897705078125 (19.044507230448918) | > loss_duration: 2.147124767303467 (2.0819761472889495) | > loss_1: 30.495553970336914 (32.908075642382) | > grad_norm_1: tensor(363.4342, device='cuda:0') (tensor(217.5642, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.4088 (0.3744406791833731) | > loader_time: 0.0052 (0.004231497772738465)  --> TIME: 2024-06-11 00:19:14 -- STEP: 259/330 -- GLOBAL_STEP: 158550 | > loss_disc: 2.5450735092163086 (2.2929786457518335) | > loss_disc_real_0: 0.13414102792739868 (0.11606277131320887) | > loss_disc_real_1: 0.26901158690452576 (0.19841317884250043) | > loss_disc_real_2: 0.28064411878585815 (0.21357535245795967) | > loss_disc_real_3: 0.21344055235385895 (0.22448681697652145) | > loss_disc_real_4: 0.25201597809791565 (0.21995202909335207) | > loss_disc_real_5: 0.23041945695877075 (0.2119371204072444) | > loss_0: 2.5450735092163086 (2.2929786457518335) | > grad_norm_0: tensor(34.1559, device='cuda:0') (tensor(20.5416, device='cuda:0')) | > loss_gen: 2.5379183292388916 (2.581619305039925) | > loss_kl: 1.6521729230880737 (1.760708653788769) | > loss_feat: 7.528808116912842 (7.4615180151803155) | > loss_mel: 19.50141143798828 (19.009062498232566) | > loss_duration: 2.1736199855804443 (2.088418726295117) | > loss_1: 33.39392852783203 (32.90132714790729) | > grad_norm_1: tensor(415.5594, device='cuda:0') (tensor(226.1801, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.4137 (0.37889815941740645) | > loader_time: 0.0056 (0.004358533726695882)  --> TIME: 2024-06-11 00:19:25 -- STEP: 284/330 -- GLOBAL_STEP: 158575 | > loss_disc: 2.348717451095581 (2.294257720591316) | > loss_disc_real_0: 0.1979810893535614 (0.11684585197395841) | > loss_disc_real_1: 0.23149430751800537 (0.19888880754440605) | > loss_disc_real_2: 0.24585695564746857 (0.213901667317874) | > loss_disc_real_3: 0.21316318213939667 (0.22421019209522597) | > loss_disc_real_4: 0.21083420515060425 (0.2196181040834373) | > loss_disc_real_5: 0.16471609473228455 (0.21154533583723328) | > loss_0: 2.348717451095581 (2.294257720591316) | > grad_norm_0: tensor(68.1495, device='cuda:0') (tensor(22.3586, device='cuda:0')) | > loss_gen: 2.527704954147339 (2.579339190268181) | > loss_kl: 1.725067377090454 (1.765140302164454) | > loss_feat: 6.637514591217041 (7.457398649672387) | > loss_mel: 18.48259162902832 (18.94946689337071) | > loss_duration: 2.1713461875915527 (2.0968076162774794) | > loss_1: 31.54422378540039 (32.84815265091373) | > grad_norm_1: tensor(262.7020, device='cuda:0') (tensor(240.3058, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.4663 (0.38484805486571616) | > loader_time: 0.0062 (0.004518027876464414)  --> TIME: 2024-06-11 00:19:38 -- STEP: 309/330 -- GLOBAL_STEP: 158600 | > loss_disc: 2.184803009033203 (2.2945900040537013) | > loss_disc_real_0: 0.10441827774047852 (0.1167986577189856) | > loss_disc_real_1: 0.15926885604858398 (0.19899035189722733) | > loss_disc_real_2: 0.2355286329984665 (0.2142311288797354) | > loss_disc_real_3: 0.23176397383213043 (0.2242123503418802) | > loss_disc_real_4: 0.20690466463565826 (0.21970116127656117) | > loss_disc_real_5: 0.19090498983860016 (0.21199161489418794) | > loss_0: 2.184803009033203 (2.2945900040537013) | > grad_norm_0: tensor(18.1668, device='cuda:0') (tensor(23.8083, device='cuda:0')) | > loss_gen: 2.7749311923980713 (2.5861632715922727) | > loss_kl: 1.8371460437774658 (1.7698811026452814) | > loss_feat: 7.511579513549805 (7.496436375244536) | > loss_mel: 18.346588134765625 (18.92180035415205) | > loss_duration: 2.2799105644226074 (2.1074164905208597) | > loss_1: 32.750152587890625 (32.88169758373867) | > grad_norm_1: tensor(372.9204, device='cuda:0') (tensor(255.3379, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.5004 (0.392578243823499) | > loader_time: 0.0073 (0.004720926284790041)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.637242555618286 (2.637242555618286) | > loss_disc_real_0: 0.18197496235370636 (0.18197496235370636) | > loss_disc_real_1: 0.2294841855764389 (0.2294841855764389) | > loss_disc_real_2: 0.23458722233772278 (0.23458722233772278) | > loss_disc_real_3: 0.23321181535720825 (0.23321181535720825) | > loss_disc_real_4: 0.24955852329730988 (0.24955852329730988) | > loss_disc_real_5: 0.21366752684116364 (0.21366752684116364) | > loss_0: 2.637242555618286 (2.637242555618286) | > loss_gen: 2.087852954864502 (2.087852954864502) | > loss_kl: 1.2503949403762817 (1.2503949403762817) | > loss_feat: 4.255831241607666 (4.255831241607666) | > loss_mel: 15.3187894821167 (15.3187894821167) | > loss_duration: 2.7615132331848145 (2.7615132331848145) | > loss_1: 25.674381256103516 (25.674381256103516)  --> STEP: 1 | > loss_disc: 2.3401989936828613 (2.3401989936828613) | > loss_disc_real_0: 0.05024060979485512 (0.05024060979485512) | > loss_disc_real_1: 0.16391006112098694 (0.16391006112098694) | > loss_disc_real_2: 0.19993369281291962 (0.19993369281291962) | > loss_disc_real_3: 0.2770957946777344 (0.2770957946777344) | > loss_disc_real_4: 0.28439056873321533 (0.28439056873321533) | > loss_disc_real_5: 0.3095822036266327 (0.3095822036266327) | > loss_0: 2.3401989936828613 (2.3401989936828613) | > loss_gen: 2.2980945110321045 (2.2980945110321045) | > loss_kl: 2.1489906311035156 (2.1489906311035156) | > loss_feat: 6.03312873840332 (6.03312873840332) | > loss_mel: 19.605634689331055 (19.605634689331055) | > loss_duration: 2.3409969806671143 (2.3409969806671143) | > loss_1: 32.42684555053711 (32.42684555053711)  --> STEP: 2 | > loss_disc: 2.427689790725708 (2.3839443922042847) | > loss_disc_real_0: 0.06833519041538239 (0.05928790010511875) | > loss_disc_real_1: 0.21259450912475586 (0.1882522851228714) | > loss_disc_real_2: 0.21379950642585754 (0.20686659961938858) | > loss_disc_real_3: 0.2672387659549713 (0.27216728031635284) | > loss_disc_real_4: 0.2200412154197693 (0.2522158920764923) | > loss_disc_real_5: 0.22268010675907135 (0.266131155192852) | > loss_0: 2.427689790725708 (2.3839443922042847) | > loss_gen: 2.145702362060547 (2.2218984365463257) | > loss_kl: 2.3789992332458496 (2.2639949321746826) | > loss_feat: 6.409685134887695 (6.221406936645508) | > loss_mel: 20.59038734436035 (20.098011016845703) | > loss_duration: 2.3987550735473633 (2.3698760271072388) | > loss_1: 33.92353057861328 (33.175188064575195)  --> STEP: 3 | > loss_disc: 2.438467025756836 (2.4021186033884683) | > loss_disc_real_0: 0.05199700593948364 (0.05685760204990705) | > loss_disc_real_1: 0.21630795300006866 (0.19760417441527048) | > loss_disc_real_2: 0.22990018129348755 (0.21454446017742157) | > loss_disc_real_3: 0.2573671042919159 (0.2672338883082072) | > loss_disc_real_4: 0.23390498757362366 (0.24611225724220276) | > loss_disc_real_5: 0.2450203150510788 (0.2590942084789276) | > loss_0: 2.438467025756836 (2.4021186033884683) | > loss_gen: 2.1651575565338135 (2.2029848098754883) | > loss_kl: 2.243842363357544 (2.2572774092356362) | > loss_feat: 6.166550636291504 (6.203121503194173) | > loss_mel: 20.457983016967773 (20.21800168355306) | > loss_duration: 2.2205147743225098 (2.3200889428456626) | > loss_1: 33.25404739379883 (33.20147450764974)  --> STEP: 4 | > loss_disc: 2.1417765617370605 (2.3370330929756165) | > loss_disc_real_0: 0.14594675600528717 (0.07912989053875208) | > loss_disc_real_1: 0.1495089828968048 (0.18558037653565407) | > loss_disc_real_2: 0.15270394086837769 (0.1990843303501606) | > loss_disc_real_3: 0.15570123493671417 (0.23935072496533394) | > loss_disc_real_4: 0.17891737818717957 (0.22931353747844696) | > loss_disc_real_5: 0.1290474385023117 (0.22658251598477364) | > loss_0: 2.1417765617370605 (2.3370330929756165) | > loss_gen: 2.33402419090271 (2.2357446551322937) | > loss_kl: 2.343132972717285 (2.2787413001060486) | > loss_feat: 8.693816184997559 (6.8257951736450195) | > loss_mel: 19.723981857299805 (20.094496726989746) | > loss_duration: 2.2258310317993164 (2.296524465084076) | > loss_1: 35.32078552246094 (33.73130226135254)  --> STEP: 5 | > loss_disc: 2.1413354873657227 (2.2978935718536375) | > loss_disc_real_0: 0.04672008752822876 (0.07264792993664741) | > loss_disc_real_1: 0.19332411885261536 (0.18712912499904633) | > loss_disc_real_2: 0.15362633764743805 (0.1899927318096161) | > loss_disc_real_3: 0.22255446016788483 (0.2359914720058441) | > loss_disc_real_4: 0.22342580556869507 (0.22813599109649657) | > loss_disc_real_5: 0.19846582412719727 (0.22095917761325837) | > loss_0: 2.1413354873657227 (2.2978935718536375) | > loss_gen: 2.522380828857422 (2.2930718898773192) | > loss_kl: 2.2420854568481445 (2.2714101314544677) | > loss_feat: 6.630126953125 (6.786661529541016) | > loss_mel: 19.19621467590332 (19.914840316772462) | > loss_duration: 2.30448842048645 (2.298117256164551) | > loss_1: 32.89529800415039 (33.56410140991211)  --> STEP: 6 | > loss_disc: 2.599379539489746 (2.3481412331263223) | > loss_disc_real_0: 0.10376916825771332 (0.0778348029901584) | > loss_disc_real_1: 0.3668740391731262 (0.21708661069472632) | > loss_disc_real_2: 0.23541544377803802 (0.1975631838043531) | > loss_disc_real_3: 0.23321472108364105 (0.23552868018547693) | > loss_disc_real_4: 0.23956139385700226 (0.23004022488991419) | > loss_disc_real_5: 0.20903000235557556 (0.2189709817369779) | > loss_0: 2.599379539489746 (2.3481412331263223) | > loss_gen: 2.1672425270080566 (2.272100329399109) | > loss_kl: 2.222827672958374 (2.263313055038452) | > loss_feat: 7.017222881317139 (6.825088421503703) | > loss_mel: 20.120010375976562 (19.949035326639812) | > loss_duration: 2.080700397491455 (2.261881113052368) | > loss_1: 33.60800552368164 (33.57141876220703)  --> STEP: 7 | > loss_disc: 2.34588360786438 (2.3478187152317593) | > loss_disc_real_0: 0.08642727136611938 (0.07906229847243854) | > loss_disc_real_1: 0.18593452870845795 (0.21263631326811655) | > loss_disc_real_2: 0.24200357496738434 (0.20391181111335754) | > loss_disc_real_3: 0.23695234954357147 (0.23573206152234757) | > loss_disc_real_4: 0.2452729493379593 (0.23221632838249207) | > loss_disc_real_5: 0.25818195939064026 (0.22457254997321538) | > loss_0: 2.34588360786438 (2.3478187152317593) | > loss_gen: 2.440088987350464 (2.2960987091064453) | > loss_kl: 2.953354835510254 (2.3618904522487094) | > loss_feat: 7.416632175445557 (6.909594672066825) | > loss_mel: 21.226715087890625 (20.131561006818497) | > loss_duration: 2.405207872390747 (2.2823563643864224) | > loss_1: 36.44200134277344 (33.98150198800223)  --> STEP: 8 | > loss_disc: 2.298079490661621 (2.341601312160492) | > loss_disc_real_0: 0.1413058042526245 (0.08684273669496179) | > loss_disc_real_1: 0.17522865533828735 (0.2079603560268879) | > loss_disc_real_2: 0.24185964465141296 (0.20865529030561447) | > loss_disc_real_3: 0.13745100796222687 (0.2234469298273325) | > loss_disc_real_4: 0.18773947656154633 (0.22665672190487385) | > loss_disc_real_5: 0.1993533968925476 (0.2214201558381319) | > loss_0: 2.298079490661621 (2.341601312160492) | > loss_gen: 2.3056540489196777 (2.2972931265830994) | > loss_kl: 2.5215041637420654 (2.381842166185379) | > loss_feat: 8.682512283325195 (7.131209373474121) | > loss_mel: 20.758821487426758 (20.20996856689453) | > loss_duration: 2.1385531425476074 (2.2643809616565704) | > loss_1: 36.40704345703125 (34.28469467163086)  --> STEP: 9 | > loss_disc: 2.248136043548584 (2.3312162823147244) | > loss_disc_real_0: 0.1359705626964569 (0.09230138402846125) | > loss_disc_real_1: 0.15515047311782837 (0.2020925912592146) | > loss_disc_real_2: 0.1944587230682373 (0.2070778939459059) | > loss_disc_real_3: 0.19014237821102142 (0.2197464240921868) | > loss_disc_real_4: 0.2783016264438629 (0.23239504463142818) | > loss_disc_real_5: 0.17286136746406555 (0.2160247349076801) | > loss_0: 2.248136043548584 (2.3312162823147244) | > loss_gen: 2.5006585121154785 (2.3198892805311413) | > loss_kl: 2.2528634071350098 (2.36751119295756) | > loss_feat: 9.882068634033203 (7.43686040242513) | > loss_mel: 21.197233200073242 (20.319664637247723) | > loss_duration: 2.1099472045898438 (2.247221655315823) | > loss_1: 37.942771911621094 (34.69114769829644)  --> STEP: 10 | > loss_disc: 2.553412675857544 (2.353435921669006) | > loss_disc_real_0: 0.12422474473714828 (0.09549372009932995) | > loss_disc_real_1: 0.24052314460277557 (0.20593564659357072) | > loss_disc_real_2: 0.29195427894592285 (0.2155655324459076) | > loss_disc_real_3: 0.2501145005226135 (0.2227832317352295) | > loss_disc_real_4: 0.261784166097641 (0.23533395677804947) | > loss_disc_real_5: 0.2737567126750946 (0.22179793268442155) | > loss_0: 2.553412675857544 (2.353435921669006) | > loss_gen: 2.3301682472229004 (2.320917177200317) | > loss_kl: 2.020566940307617 (2.3328167676925657) | > loss_feat: 4.170059680938721 (7.110180330276489) | > loss_mel: 16.280635833740234 (19.915761756896973) | > loss_duration: 2.2951602935791016 (2.2520155191421507) | > loss_1: 27.096590042114258 (33.93169193267822)  --> STEP: 11 | > loss_disc: 2.2905068397521973 (2.3477150960402056) | > loss_disc_real_0: 0.07584990561008453 (0.09370791878212582) | > loss_disc_real_1: 0.1814810335636139 (0.20371249995448373) | > loss_disc_real_2: 0.11253362894058228 (0.2061989957636053) | > loss_disc_real_3: 0.21934852004051208 (0.22247098521752792) | > loss_disc_real_4: 0.20566895604133606 (0.23263713852925735) | > loss_disc_real_5: 0.1646251082420349 (0.21660040318965912) | > loss_0: 2.2905068397521973 (2.3477150960402056) | > loss_gen: 2.1416192054748535 (2.3046173615889116) | > loss_kl: 1.7722960710525513 (2.281860340725292) | > loss_feat: 7.4626545906066895 (7.142223444851962) | > loss_mel: 18.598655700683594 (19.796024842695758) | > loss_duration: 2.446990489959717 (2.269740516489202) | > loss_1: 32.42221450805664 (33.79446671225808)  --> STEP: 12 | > loss_disc: 2.2760424613952637 (2.34174237648646) | > loss_disc_real_0: 0.03110526129603386 (0.08849103065828483) | > loss_disc_real_1: 0.18908138573169708 (0.20249324043591818) | > loss_disc_real_2: 0.26485031843185425 (0.21108660598595938) | > loss_disc_real_3: 0.20670200884342194 (0.2211569038530191) | > loss_disc_real_4: 0.19480682909488678 (0.22948461274305978) | > loss_disc_real_5: 0.20517629384994507 (0.21564839407801628) | > loss_0: 2.2760424613952637 (2.34174237648646) | > loss_gen: 2.1688694953918457 (2.2933050394058228) | > loss_kl: 1.739096999168396 (2.236630062262217) | > loss_feat: 6.498515605926514 (7.088581124941508) | > loss_mel: 18.861722946166992 (19.71816635131836) | > loss_duration: 2.172980308532715 (2.261677165826162) | > loss_1: 31.441184997558594 (33.59835990269979)  --> STEP: 13 | > loss_disc: 2.0635626316070557 (2.32034393457266) | > loss_disc_real_0: 0.11867094039916992 (0.09081256217681445) | > loss_disc_real_1: 0.20558124780654907 (0.20273077946442825) | > loss_disc_real_2: 0.15848691761493683 (0.20704047611126533) | > loss_disc_real_3: 0.2547071874141693 (0.22373769489618447) | > loss_disc_real_4: 0.22750858962535858 (0.22933261096477509) | > loss_disc_real_5: 0.1524289846420288 (0.2107853625829403) | > loss_0: 2.0635626316070557 (2.32034393457266) | > loss_gen: 2.662898063659668 (2.321735272040734) | > loss_kl: 2.3413913249969482 (2.2446886209341197) | > loss_feat: 6.9000563621521 (7.074079220111553) | > loss_mel: 19.168886184692383 (19.67591403080867) | > loss_duration: 2.144179105758667 (2.2526388535132775) | > loss_1: 33.217411041259766 (33.56905614412748)  --> STEP: 14 | > loss_disc: 2.2596776485443115 (2.316010628427778) | > loss_disc_real_0: 0.09258898347616196 (0.09093944941248212) | > loss_disc_real_1: 0.11966516077518463 (0.19679752098662512) | > loss_disc_real_2: 0.15819329023361206 (0.20355139140571868) | > loss_disc_real_3: 0.15286876261234283 (0.2186756283044815) | > loss_disc_real_4: 0.20677706599235535 (0.22772150060960225) | > loss_disc_real_5: 0.1985422521829605 (0.20991085469722748) | > loss_0: 2.2596776485443115 (2.316010628427778) | > loss_gen: 2.2237462997436523 (2.3147360597337996) | > loss_kl: 3.0315988063812256 (2.3008964913231984) | > loss_feat: 9.053747177124023 (7.215484074183872) | > loss_mel: 21.347341537475586 (19.795301709856307) | > loss_duration: 2.3567473888397217 (2.260075177465166) | > loss_1: 38.013179779052734 (33.88649354662214)  --> STEP: 15 | > loss_disc: 2.2725918292999268 (2.3131160418192547) | > loss_disc_real_0: 0.06888198107481003 (0.08946895152330399) | > loss_disc_real_1: 0.1346251368522644 (0.19265269537766774) | > loss_disc_real_2: 0.23790253698825836 (0.20584146777788798) | > loss_disc_real_3: 0.2375548630952835 (0.21993424395720165) | > loss_disc_real_4: 0.21043150126934052 (0.22656883398691813) | > loss_disc_real_5: 0.19151747226715088 (0.20868462920188904) | > loss_0: 2.2725918292999268 (2.3131160418192547) | > loss_gen: 2.34873104095459 (2.3170023918151856) | > loss_kl: 2.9104816913604736 (2.3415355046590167) | > loss_feat: 9.075362205505371 (7.339475949605306) | > loss_mel: 21.30667495727539 (19.89605992635091) | > loss_duration: 2.2686314582824707 (2.26064559618632) | > loss_1: 37.909881591796875 (34.15471941630046)  --> STEP: 16 | > loss_disc: 2.7091310024261475 (2.3378669768571854) | > loss_disc_real_0: 0.10471223294734955 (0.09042165661230683) | > loss_disc_real_1: 0.19130195677280426 (0.19256827421486378) | > loss_disc_real_2: 0.29635003209114075 (0.21149825304746628) | > loss_disc_real_3: 0.18505209684371948 (0.217754109762609) | > loss_disc_real_4: 0.23618245124816895 (0.2271696850657463) | > loss_disc_real_5: 0.19587785005569458 (0.20788420550525188) | > loss_0: 2.7091310024261475 (2.3378669768571854) | > loss_gen: 1.948960781097412 (2.2939997911453247) | > loss_kl: 2.444086790084839 (2.347944959998131) | > loss_feat: 7.352392196655273 (7.340283215045929) | > loss_mel: 18.663192749023438 (19.819005727767944) | > loss_duration: 2.3307557106018066 (2.265027478337288) | > loss_1: 32.73938751220703 (34.06626117229462)  --> STEP: 17 | > loss_disc: 2.402167320251465 (2.3416493499980255) | > loss_disc_real_0: 0.0925193727016449 (0.09054505167638555) | > loss_disc_real_1: 0.21077753603458405 (0.19363940726308262) | > loss_disc_real_2: 0.266476571559906 (0.21473227178349213) | > loss_disc_real_3: 0.25744205713272095 (0.22008869490202734) | > loss_disc_real_4: 0.23228749632835388 (0.22747073278707616) | > loss_disc_real_5: 0.2608017921447754 (0.2109970047193415) | > loss_0: 2.402167320251465 (2.3416493499980255) | > loss_gen: 2.511762857437134 (2.306809383280137) | > loss_kl: 1.916463017463684 (2.3225636692608105) | > loss_feat: 6.702371120452881 (7.3027589741875145) | > loss_mel: 17.78827667236328 (19.699551077450025) | > loss_duration: 2.3403258323669434 (2.269456793280209) | > loss_1: 31.259201049804688 (33.90113998861874)  --> STEP: 18 | > loss_disc: 2.2377138137817383 (2.335875153541565) | > loss_disc_real_0: 0.04044701159000397 (0.08776182722714213) | > loss_disc_real_1: 0.10227113217115402 (0.1885633919801977) | > loss_disc_real_2: 0.14752933382987976 (0.2109987752305137) | > loss_disc_real_3: 0.12662966549396515 (0.21489652660157946) | > loss_disc_real_4: 0.17045781016349792 (0.22430334819687736) | > loss_disc_real_5: 0.299725204706192 (0.21592634916305542) | > loss_0: 2.2377138137817383 (2.335875153541565) | > loss_gen: 2.3906850814819336 (2.311469144291348) | > loss_kl: 2.501723289489746 (2.3325169814957514) | > loss_feat: 9.401004791259766 (7.419328186247084) | > loss_mel: 22.185258865356445 (19.837645954555935) | > loss_duration: 2.2418203353881836 (2.2679214345084295) | > loss_1: 38.72049331665039 (34.168881840176056)  --> STEP: 19 | > loss_disc: 2.2334673404693604 (2.3304852686430277) | > loss_disc_real_0: 0.13043004274368286 (0.09000752278064426) | > loss_disc_real_1: 0.19191305339336395 (0.1887396899493117) | > loss_disc_real_2: 0.23277974128723145 (0.21214514186507777) | > loss_disc_real_3: 0.19666895270347595 (0.21393718060694242) | > loss_disc_real_4: 0.2137739360332489 (0.22374916860931798) | > loss_disc_real_5: 0.1555269956588745 (0.2127474358207301) | > loss_0: 2.2334673404693604 (2.3304852686430277) | > loss_gen: 2.5623855590820312 (2.3246752713855945) | > loss_kl: 1.778135061264038 (2.303338985694082) | > loss_feat: 9.995304107666016 (7.554905866321764) | > loss_mel: 20.70734977722168 (19.883419839959394) | > loss_duration: 2.304473400115967 (2.269845222171984) | > loss_1: 37.34764862060547 (34.336185354935495)  --> STEP: 20 | > loss_disc: 2.43233323097229 (2.335577666759491) | > loss_disc_real_0: 0.18755313754081726 (0.09488480351865292) | > loss_disc_real_1: 0.23499171435832977 (0.1910522911697626) | > loss_disc_real_2: 0.2817324697971344 (0.21562450826168061) | > loss_disc_real_3: 0.22867155075073242 (0.21467389911413193) | > loss_disc_real_4: 0.2590572237968445 (0.2255145713686943) | > loss_disc_real_5: 0.2685443162918091 (0.21553727984428406) | > loss_0: 2.43233323097229 (2.335577666759491) | > loss_gen: 2.666306257247925 (2.341756820678711) | > loss_kl: 1.4877209663391113 (2.262558084726334) | > loss_feat: 6.666612148284912 (7.510491180419922) | > loss_mel: 20.746204376220703 (19.926559066772462) | > loss_duration: 2.274834394454956 (2.2700946807861326) | > loss_1: 33.841678619384766 (34.31146001815796)  --> STEP: 21 | > loss_disc: 2.440704345703125 (2.34058369909014) | > loss_disc_real_0: 0.08357982337474823 (0.09434647113084793) | > loss_disc_real_1: 0.20383045077323914 (0.19166077496040435) | > loss_disc_real_2: 0.14823688566684723 (0.2124155738524028) | > loss_disc_real_3: 0.21063345670700073 (0.21448149709474473) | > loss_disc_real_4: 0.2715528607368469 (0.22770687086241587) | > loss_disc_real_5: 0.25027838349342346 (0.21719161811329069) | > loss_0: 2.440704345703125 (2.34058369909014) | > loss_gen: 2.1286168098449707 (2.331607296353295) | > loss_kl: 2.352102041244507 (2.2668220826557706) | > loss_feat: 5.575796604156494 (7.418362867264521) | > loss_mel: 16.779178619384766 (19.776683807373047) | > loss_duration: 2.1279096603393555 (2.2633239655267623) | > loss_1: 28.963603973388672 (34.05680020650228)  --> STEP: 22 | > loss_disc: 2.212946653366089 (2.3347820151935923) | > loss_disc_real_0: 0.07136646658182144 (0.09330192546952855) | > loss_disc_real_1: 0.2382311224937439 (0.19377760893919252) | > loss_disc_real_2: 0.1617049127817154 (0.2101105438037352) | > loss_disc_real_3: 0.20343394577503204 (0.21397933567112143) | > loss_disc_real_4: 0.22748211026191711 (0.2276966544714841) | > loss_disc_real_5: 0.23883570730686188 (0.21817544034936212) | > loss_0: 2.212946653366089 (2.3347820151935923) | > loss_gen: 2.413029193878174 (2.3353082916953345) | > loss_kl: 1.9164694547653198 (2.2508969632062046) | > loss_feat: 7.281103134155273 (7.412123788486827) | > loss_mel: 18.271371841430664 (19.708260536193848) | > loss_duration: 2.1297736167907715 (2.257253495129672) | > loss_1: 32.01174545288086 (33.96384317224676)  --> STEP: 23 | > loss_disc: 2.1857407093048096 (2.3283019584158193) | > loss_disc_real_0: 0.1453544795513153 (0.09556507999482362) | > loss_disc_real_1: 0.21783199906349182 (0.1948234519880751) | > loss_disc_real_2: 0.21478725969791412 (0.21031387927739517) | > loss_disc_real_3: 0.2015577107667923 (0.21343926502310712) | > loss_disc_real_4: 0.2196080982685089 (0.227344978114833) | > loss_disc_real_5: 0.18017634749412537 (0.2165233058773953) | > loss_0: 2.1857407093048096 (2.3283019584158193) | > loss_gen: 2.664574146270752 (2.349624198416005) | > loss_kl: 2.457202672958374 (2.25986677667369) | > loss_feat: 10.395157814025879 (7.541820920032004) | > loss_mel: 20.605730056762695 (19.747280950131625) | > loss_duration: 2.243809938430786 (2.256668992664503) | > loss_1: 38.36647415161133 (34.15526191048)  --> STEP: 24 | > loss_disc: 2.4482996463775635 (2.333301862080892) | > loss_disc_real_0: 0.1371007114648819 (0.09729573130607605) | > loss_disc_real_1: 0.21413952112197876 (0.19562828820198774) | > loss_disc_real_2: 0.2592332363128662 (0.2123521858205398) | > loss_disc_real_3: 0.2927185893058777 (0.21674257020155588) | > loss_disc_real_4: 0.30362001061439514 (0.23052310446898142) | > loss_disc_real_5: 0.2571609914302826 (0.21821654277543226) | > loss_0: 2.4482996463775635 (2.333301862080892) | > loss_gen: 2.5443172454833984 (2.3577364087104797) | > loss_kl: 2.2152392864227295 (2.2580072979132333) | > loss_feat: 6.8663740158081055 (7.513677299022675) | > loss_mel: 19.665430068969727 (19.743870496749878) | > loss_duration: 2.3667373657226562 (2.2612551748752594) | > loss_1: 33.65809631347656 (34.13454667727152)  --> STEP: 25 | > loss_disc: 2.543494701385498 (2.341709575653076) | > loss_disc_real_0: 0.07439800351858139 (0.09637982219457626) | > loss_disc_real_1: 0.19510576128959656 (0.19560738712549208) | > loss_disc_real_2: 0.2617392838001251 (0.2143276697397232) | > loss_disc_real_3: 0.1894506961107254 (0.21565089523792266) | > loss_disc_real_4: 0.2390434741973877 (0.23086391925811767) | > loss_disc_real_5: 0.21586674451828003 (0.21812255084514617) | > loss_0: 2.543494701385498 (2.341709575653076) | > loss_gen: 2.188176393508911 (2.350954008102417) | > loss_kl: 2.282050609588623 (2.258969030380249) | > loss_feat: 6.828730583190918 (7.486279430389405) | > loss_mel: 15.730587005615234 (19.583339157104493) | > loss_duration: 2.2941465377807617 (2.2625708293914797) | > loss_1: 29.323692321777344 (33.94211250305176)  --> STEP: 26 | > loss_disc: 2.2925949096679688 (2.3398205500382643) | > loss_disc_real_0: 0.16446861624717712 (0.09899862196583015) | > loss_disc_real_1: 0.22288203239440918 (0.19665641194352737) | > loss_disc_real_2: 0.22038131952285767 (0.2145605024236899) | > loss_disc_real_3: 0.1098533645272255 (0.2115817594413574) | > loss_disc_real_4: 0.12844550609588623 (0.22692474952110878) | > loss_disc_real_5: 0.11976316571235657 (0.2143394975708081) | > loss_0: 2.2925949096679688 (2.3398205500382643) | > loss_gen: 2.32991361618042 (2.3501447622592635) | > loss_kl: 1.9575749635696411 (2.247376950887533) | > loss_feat: 13.062835693359375 (7.700762363580557) | > loss_mel: 18.77777671813965 (19.552355986375076) | > loss_duration: 2.2705130577087402 (2.2628762997113743) | > loss_1: 38.39861297607422 (34.11351636739877) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023870468139648438 (+3.521259014423097e-05) | > avg_loss_disc: 2.3398205500382643 (-0.07948221610142703) | > avg_loss_disc_real_0: 0.09899862196583015 (-0.021577974924674392) | > avg_loss_disc_real_1: 0.19665641194352737 (-0.10036375631506625) | > avg_loss_disc_real_2: 0.2145605024236899 (-0.03171516324465093) | > avg_loss_disc_real_3: 0.2115817594413574 (-0.06320858374238011) | > avg_loss_disc_real_4: 0.22692474952110878 (+0.022360548090476245) | > avg_loss_disc_real_5: 0.2143394975708081 (-0.033885611937596344) | > avg_loss_0: 2.3398205500382643 (-0.07948221610142703) | > avg_loss_gen: 2.3501447622592635 (-0.27436586526724005) | > avg_loss_kl: 2.247376950887533 (+0.06473148786104632) | > avg_loss_feat: 7.700762363580557 (-0.14902155215923596) | > avg_loss_mel: 19.552355986375076 (+0.33915101564847916) | > avg_loss_duration: 2.2628762997113743 (-0.027496163661663076) | > avg_loss_1: 34.11351636739877 (-0.04700103172889669)  > EPOCH: 214/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:20:10)   --> TIME: 2024-06-11 00:20:13 -- STEP: 4/330 -- GLOBAL_STEP: 158625 | > loss_disc: 2.4017536640167236 (2.3549692034721375) | > loss_disc_real_0: 0.1435815989971161 (0.10442349314689636) | > loss_disc_real_1: 0.18894055485725403 (0.19451641663908958) | > loss_disc_real_2: 0.19034576416015625 (0.22623897716403008) | > loss_disc_real_3: 0.21212859451770782 (0.2215159647166729) | > loss_disc_real_4: 0.24072840809822083 (0.2415769100189209) | > loss_disc_real_5: 0.24340900778770447 (0.23561637848615646) | > loss_0: 2.4017536640167236 (2.3549692034721375) | > grad_norm_0: tensor(14.8970, device='cuda:0') (tensor(10.9972, device='cuda:0')) | > loss_gen: 2.32517147064209 (2.503426730632782) | > loss_kl: 1.5824120044708252 (1.816180258989334) | > loss_feat: 6.457189083099365 (6.814701557159424) | > loss_mel: 18.448049545288086 (19.263192653656006) | > loss_duration: 2.2859275341033936 (2.2795337438583374) | > loss_1: 31.098751068115234 (32.67703628540039) | > grad_norm_1: tensor(130.6949, device='cuda:0') (tensor(96.9699, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3389 (0.3463989496231079) | > loader_time: 0.0027 (0.002962350845336914)  --> TIME: 2024-06-11 00:20:22 -- STEP: 29/330 -- GLOBAL_STEP: 158650 | > loss_disc: 2.353132724761963 (2.319651825674649) | > loss_disc_real_0: 0.07905351370573044 (0.10773086650618191) | > loss_disc_real_1: 0.20058850944042206 (0.19946460939686875) | > loss_disc_real_2: 0.2223275601863861 (0.21797667238219032) | > loss_disc_real_3: 0.24429678916931152 (0.2265916158413065) | > loss_disc_real_4: 0.23135627806186676 (0.2243055870820736) | > loss_disc_real_5: 0.23911535739898682 (0.22037458830866322) | > loss_0: 2.353132724761963 (2.319651825674649) | > grad_norm_0: tensor(8.9369, device='cuda:0') (tensor(11.5522, device='cuda:0')) | > loss_gen: 2.479950428009033 (2.513711460705461) | > loss_kl: 1.8395905494689941 (1.7631828003916248) | > loss_feat: 6.89968204498291 (7.067709758363921) | > loss_mel: 19.549198150634766 (19.1084282973717) | > loss_duration: 2.049440383911133 (2.1116068280976403) | > loss_1: 32.81786346435547 (32.56463978208346) | > grad_norm_1: tensor(256.7748, device='cuda:0') (tensor(146.6607, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3453 (0.3478972665194807) | > loader_time: 0.003 (0.0031339382303172143)  --> TIME: 2024-06-11 00:20:31 -- STEP: 54/330 -- GLOBAL_STEP: 158675 | > loss_disc: 2.396477460861206 (2.306335484540021) | > loss_disc_real_0: 0.10581450909376144 (0.10781870189088362) | > loss_disc_real_1: 0.1606169193983078 (0.19808078502063395) | > loss_disc_real_2: 0.19808268547058105 (0.2159623020776996) | > loss_disc_real_3: 0.24625754356384277 (0.2255121891697248) | > loss_disc_real_4: 0.23086494207382202 (0.2222218284452403) | > loss_disc_real_5: 0.219078928232193 (0.21785085731082493) | > loss_0: 2.396477460861206 (2.306335484540021) | > grad_norm_0: tensor(15.1634, device='cuda:0') (tensor(11.4492, device='cuda:0')) | > loss_gen: 2.4761717319488525 (2.540102177196079) | > loss_kl: 1.9060442447662354 (1.774154919165152) | > loss_feat: 7.078108310699463 (7.238701864525124) | > loss_mel: 19.82208251953125 (19.022789495962638) | > loss_duration: 2.0108871459960938 (2.0781517735234014) | > loss_1: 33.293296813964844 (32.653900605660915) | > grad_norm_1: tensor(238.3929, device='cuda:0') (tensor(151.4015, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3403 (0.35064838109193025) | > loader_time: 0.0034 (0.003213939843354402)  --> TIME: 2024-06-11 00:20:40 -- STEP: 79/330 -- GLOBAL_STEP: 158700 | > loss_disc: 2.3293094635009766 (2.303066902522799) | > loss_disc_real_0: 0.16242985427379608 (0.11052324641731721) | > loss_disc_real_1: 0.18986180424690247 (0.19813608727123158) | > loss_disc_real_2: 0.2286761850118637 (0.2152447681638259) | > loss_disc_real_3: 0.2178729623556137 (0.22476574193827714) | > loss_disc_real_4: 0.2313539832830429 (0.2224691521517838) | > loss_disc_real_5: 0.21368096768856049 (0.2177007790607742) | > loss_0: 2.3293094635009766 (2.303066902522799) | > grad_norm_0: tensor(7.0398, device='cuda:0') (tensor(12.4979, device='cuda:0')) | > loss_gen: 2.646211862564087 (2.5434517105923424) | > loss_kl: 1.7990095615386963 (1.7782842283007465) | > loss_feat: 7.178017616271973 (7.2761116389986835) | > loss_mel: 18.19053077697754 (18.992165674137162) | > loss_duration: 1.998744010925293 (2.063487345659281) | > loss_1: 31.812511444091797 (32.65350083459783) | > grad_norm_1: tensor(85.4985, device='cuda:0') (tensor(165.7028, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3557 (0.3523579971699775) | > loader_time: 0.0037 (0.003333816045447241)  --> TIME: 2024-06-11 00:20:49 -- STEP: 104/330 -- GLOBAL_STEP: 158725 | > loss_disc: 2.277261734008789 (2.295386555103156) | > loss_disc_real_0: 0.11190225183963776 (0.11229884438216686) | > loss_disc_real_1: 0.19683599472045898 (0.19773255876050538) | > loss_disc_real_2: 0.25444743037223816 (0.21493317645329696) | > loss_disc_real_3: 0.23521634936332703 (0.22413994672779852) | > loss_disc_real_4: 0.21107769012451172 (0.2211429804850083) | > loss_disc_real_5: 0.19948720932006836 (0.2151062204860724) | > loss_0: 2.277261734008789 (2.295386555103156) | > grad_norm_0: tensor(6.2260, device='cuda:0') (tensor(13.3477, device='cuda:0')) | > loss_gen: 2.648115396499634 (2.5543321714951426) | > loss_kl: 1.7015408277511597 (1.7736151470587804) | > loss_feat: 7.540381908416748 (7.33218050461549) | > loss_mel: 18.563749313354492 (18.99415225249071) | > loss_duration: 2.091975688934326 (2.061047277771509) | > loss_1: 32.54576110839844 (32.715327501297004) | > grad_norm_1: tensor(136.1745, device='cuda:0') (tensor(171.6993, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3544 (0.3551505230940305) | > loader_time: 0.0037 (0.0034658175248366138)  --> TIME: 2024-06-11 00:20:58 -- STEP: 129/330 -- GLOBAL_STEP: 158750 | > loss_disc: 2.3346283435821533 (2.292050993719767) | > loss_disc_real_0: 0.1444273740053177 (0.11174854532230732) | > loss_disc_real_1: 0.19716595113277435 (0.19890775294728977) | > loss_disc_real_2: 0.19537560641765594 (0.21477945391521897) | > loss_disc_real_3: 0.2534734904766083 (0.2236120118651279) | > loss_disc_real_4: 0.23288853466510773 (0.21971458358358043) | > loss_disc_real_5: 0.23754121363162994 (0.21339613164580146) | > loss_0: 2.3346283435821533 (2.292050993719767) | > grad_norm_0: tensor(9.6201, device='cuda:0') (tensor(15.0343, device='cuda:0')) | > loss_gen: 2.727508544921875 (2.56533879457518) | > loss_kl: 1.6702991724014282 (1.7670404615328295) | > loss_feat: 6.869015693664551 (7.369024834891622) | > loss_mel: 18.667116165161133 (19.032450683357187) | > loss_duration: 2.0375239849090576 (2.060136913329132) | > loss_1: 31.971464157104492 (32.793991887292194) | > grad_norm_1: tensor(344.7502, device='cuda:0') (tensor(192.6369, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3663 (0.35718831350637037) | > loader_time: 0.0041 (0.003593820010044778)  --> TIME: 2024-06-11 00:21:08 -- STEP: 154/330 -- GLOBAL_STEP: 158775 | > loss_disc: 2.3197808265686035 (2.2917937427372133) | > loss_disc_real_0: 0.1558000147342682 (0.11120749606037295) | > loss_disc_real_1: 0.12581706047058105 (0.19858903612022266) | > loss_disc_real_2: 0.19987119734287262 (0.21428214845719276) | > loss_disc_real_3: 0.20474587380886078 (0.22560688398488157) | > loss_disc_real_4: 0.19516527652740479 (0.2201642378584131) | > loss_disc_real_5: 0.2254539132118225 (0.21367579069617507) | > loss_0: 2.3197808265686035 (2.2917937427372133) | > grad_norm_0: tensor(49.1820, device='cuda:0') (tensor(17.2848, device='cuda:0')) | > loss_gen: 2.5534658432006836 (2.5822726859674816) | > loss_kl: 1.8003119230270386 (1.7639622394140664) | > loss_feat: 7.170211315155029 (7.400281132041634) | > loss_mel: 19.055509567260742 (19.059389498326695) | > loss_duration: 2.0605082511901855 (2.0620168617793486) | > loss_1: 32.64000701904297 (32.86792258473186) | > grad_norm_1: tensor(277.2171, device='cuda:0') (tensor(208.7966, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.3757 (0.359727565344278) | > loader_time: 0.0043 (0.003717058664792544)  --> TIME: 2024-06-11 00:21:18 -- STEP: 179/330 -- GLOBAL_STEP: 158800 | > loss_disc: 2.327603816986084 (2.289889147827746) | > loss_disc_real_0: 0.08690893650054932 (0.11194505981643106) | > loss_disc_real_1: 0.24479350447654724 (0.1985747578590275) | > loss_disc_real_2: 0.1974448263645172 (0.21392538585809356) | > loss_disc_real_3: 0.18272165954113007 (0.22477179207948333) | > loss_disc_real_4: 0.20449773967266083 (0.220351901467286) | > loss_disc_real_5: 0.1940823644399643 (0.21370860001894348) | > loss_0: 2.327603816986084 (2.289889147827746) | > grad_norm_0: tensor(31.7804, device='cuda:0') (tensor(20.9832, device='cuda:0')) | > loss_gen: 2.4727725982666016 (2.5947424433084834) | > loss_kl: 1.827634572982788 (1.7638698503291808) | > loss_feat: 8.204549789428711 (7.433318910652033) | > loss_mel: 18.851917266845703 (19.05554003156097) | > loss_duration: 2.0987515449523926 (2.0669467196118223) | > loss_1: 33.45562744140625 (32.91441806601412) | > grad_norm_1: tensor(456.8766, device='cuda:0') (tensor(229.7904, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.4035 (0.36417156890783914) | > loader_time: 0.0049 (0.0038683467737123285)  --> TIME: 2024-06-11 00:21:28 -- STEP: 204/330 -- GLOBAL_STEP: 158825 | > loss_disc: 2.2406728267669678 (2.2919948930833876) | > loss_disc_real_0: 0.1533592790365219 (0.11491913410524528) | > loss_disc_real_1: 0.14088931679725647 (0.19856560442085353) | > loss_disc_real_2: 0.2251407355070114 (0.21392640303455146) | > loss_disc_real_3: 0.22280831634998322 (0.22541041643011803) | > loss_disc_real_4: 0.19412094354629517 (0.21994958942135176) | > loss_disc_real_5: 0.2220625877380371 (0.21336837288211374) | > loss_0: 2.2406728267669678 (2.2919948930833876) | > grad_norm_0: tensor(40.7684, device='cuda:0') (tensor(24.7009, device='cuda:0')) | > loss_gen: 2.79603910446167 (2.603310854995951) | > loss_kl: 1.8826144933700562 (1.7642476102885079) | > loss_feat: 9.115771293640137 (7.453832967608583) | > loss_mel: 19.737590789794922 (19.02922671448951) | > loss_duration: 2.0622408390045166 (2.072958654048395) | > loss_1: 35.59425735473633 (32.92357696271411) | > grad_norm_1: tensor(551.1913, device='cuda:0') (tensor(254.8301, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.4143 (0.3696487370659325) | > loader_time: 0.0048 (0.004030082740035712)  --> TIME: 2024-06-11 00:21:39 -- STEP: 229/330 -- GLOBAL_STEP: 158850 | > loss_disc: 2.198810577392578 (2.2919605985999647) | > loss_disc_real_0: 0.10409968346357346 (0.11506348373327713) | > loss_disc_real_1: 0.17212936282157898 (0.19873847464286598) | > loss_disc_real_2: 0.24185708165168762 (0.21440944160176156) | > loss_disc_real_3: 0.20911285281181335 (0.22547714665987606) | > loss_disc_real_4: 0.16825082898139954 (0.21914498865864682) | > loss_disc_real_5: 0.15091906487941742 (0.21306892253425966) | > loss_0: 2.198810577392578 (2.2919605985999647) | > grad_norm_0: tensor(22.3785, device='cuda:0') (tensor(24.3517, device='cuda:0')) | > loss_gen: 2.615426540374756 (2.597626244657424) | > loss_kl: 1.632845163345337 (1.760132780241654) | > loss_feat: 7.798381805419922 (7.452857588055873) | > loss_mel: 18.59615135192871 (19.002019132589147) | > loss_duration: 2.1630959510803223 (2.0802758229351452) | > loss_1: 32.80590057373047 (32.892911727771995) | > grad_norm_1: tensor(130.0267, device='cuda:0') (tensor(256.8470, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.4143 (0.3749118298942867) | > loader_time: 0.0051 (0.004175673405676432)  --> TIME: 2024-06-11 00:21:50 -- STEP: 254/330 -- GLOBAL_STEP: 158875 | > loss_disc: 2.2122292518615723 (2.291779106996193) | > loss_disc_real_0: 0.09667529165744781 (0.11616447887669398) | > loss_disc_real_1: 0.19595099985599518 (0.19853217489137417) | > loss_disc_real_2: 0.20994506776332855 (0.2139523458175772) | > loss_disc_real_3: 0.22086015343666077 (0.22492505598255969) | > loss_disc_real_4: 0.22507594525814056 (0.22019002087942258) | > loss_disc_real_5: 0.2139175981283188 (0.21279196711037102) | > loss_0: 2.2122292518615723 (2.291779106996193) | > grad_norm_0: tensor(7.0008, device='cuda:0') (tensor(23.2823, device='cuda:0')) | > loss_gen: 2.601698160171509 (2.593409711920369) | > loss_kl: 1.8036329746246338 (1.759031673585336) | > loss_feat: 8.019238471984863 (7.459237459137684) | > loss_mel: 19.00897979736328 (18.96465791867474) | > loss_duration: 2.0964274406433105 (2.0861716495724165) | > loss_1: 33.52997589111328 (32.86250856354481) | > grad_norm_1: tensor(51.0523, device='cuda:0') (tensor(248.4969, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.4345 (0.3797325674943099) | > loader_time: 0.0059 (0.0043170630462526375)  --> TIME: 2024-06-11 00:22:01 -- STEP: 279/330 -- GLOBAL_STEP: 158900 | > loss_disc: 2.236661195755005 (2.2949592853532477) | > loss_disc_real_0: 0.1399514079093933 (0.1169441915701367) | > loss_disc_real_1: 0.25528421998023987 (0.19898026759692844) | > loss_disc_real_2: 0.20630669593811035 (0.21438375179485608) | > loss_disc_real_3: 0.23235180974006653 (0.22505898581397152) | > loss_disc_real_4: 0.20300635695457458 (0.22006926629492038) | > loss_disc_real_5: 0.1796102076768875 (0.21240985147841948) | > loss_0: 2.236661195755005 (2.2949592853532477) | > grad_norm_0: tensor(16.0872, device='cuda:0') (tensor(22.6216, device='cuda:0')) | > loss_gen: 2.657644748687744 (2.58764378486141) | > loss_kl: 1.7527480125427246 (1.757288053471555) | > loss_feat: 7.544111728668213 (7.458080980512831) | > loss_mel: 18.04435920715332 (18.91357238660149) | > loss_duration: 2.157142400741577 (2.0941249042428947) | > loss_1: 32.156005859375 (32.810710264363166) | > grad_norm_1: tensor(170.6967, device='cuda:0') (tensor(241.6669, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.4348 (0.3844175868564183) | > loader_time: 0.0066 (0.004473252108447444)  --> TIME: 2024-06-11 00:22:13 -- STEP: 304/330 -- GLOBAL_STEP: 158925 | > loss_disc: 2.285999298095703 (2.296712843211074) | > loss_disc_real_0: 0.13243037462234497 (0.11744646399625037) | > loss_disc_real_1: 0.25653553009033203 (0.19951663127070982) | > loss_disc_real_2: 0.18737466633319855 (0.21462829214961907) | > loss_disc_real_3: 0.24426281452178955 (0.22484108893886992) | > loss_disc_real_4: 0.2124902755022049 (0.22018645845941812) | > loss_disc_real_5: 0.1841925084590912 (0.21201219213636308) | > loss_0: 2.285999298095703 (2.296712843211074) | > grad_norm_0: tensor(30.7745, device='cuda:0') (tensor(22.5393, device='cuda:0')) | > loss_gen: 2.6417107582092285 (2.5834060515228057) | > loss_kl: 1.7791084051132202 (1.7586320211228572) | > loss_feat: 8.133056640625 (7.478731349894875) | > loss_mel: 18.724843978881836 (18.884879990627883) | > loss_duration: 2.2226381301879883 (2.103898635036066) | > loss_1: 33.50135803222656 (32.809548208588055) | > grad_norm_1: tensor(523.3937, device='cuda:0') (tensor(244.3632, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.4764 (0.39026257003608505) | > loader_time: 0.0075 (0.00464910504065062)  --> TIME: 2024-06-11 00:22:41 -- STEP: 329/330 -- GLOBAL_STEP: 158950 | > loss_disc: 2.4634127616882324 (2.3014445630975047) | > loss_disc_real_0: 0.12742875516414642 (0.11801201485572978) | > loss_disc_real_1: 0.24415574967861176 (0.20008091655726853) | > loss_disc_real_2: 0.18151476979255676 (0.21446846013373516) | > loss_disc_real_3: 0.25263914465904236 (0.22479433944522428) | > loss_disc_real_4: 0.2300235629081726 (0.22053598868448326) | > loss_disc_real_5: 0.224439799785614 (0.21237869533543174) | > loss_0: 2.4634127616882324 (2.3014445630975047) | > grad_norm_0: tensor(10.6039, device='cuda:0') (tensor(22.8014, device='cuda:0')) | > loss_gen: 2.8578336238861084 (2.5827410525463974) | > loss_kl: 2.009249210357666 (1.7640437137754492) | > loss_feat: 11.773632049560547 (7.589270772904973) | > loss_mel: 19.887054443359375 (18.877175513734205) | > loss_duration: 2.294434070587158 (2.117227178938846) | > loss_1: 38.82220458984375 (32.930458393502754) | > grad_norm_1: tensor(123.4151, device='cuda:0') (tensor(254.7732, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 14.3527 (0.4458100273978746) | > loader_time: 0.0372 (0.005139149431037322)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2627065181732178 (2.2627065181732178) | > loss_disc_real_0: 0.07403736561536789 (0.07403736561536789) | > loss_disc_real_1: 0.29177090525627136 (0.29177090525627136) | > loss_disc_real_2: 0.3246797025203705 (0.3246797025203705) | > loss_disc_real_3: 0.22801809012889862 (0.22801809012889862) | > loss_disc_real_4: 0.17472341656684875 (0.17472341656684875) | > loss_disc_real_5: 0.16870371997356415 (0.16870371997356415) | > loss_0: 2.2627065181732178 (2.2627065181732178) | > loss_gen: 2.7029802799224854 (2.7029802799224854) | > loss_kl: 1.7619966268539429 (1.7619966268539429) | > loss_feat: 8.841346740722656 (8.841346740722656) | > loss_mel: 19.504945755004883 (19.504945755004883) | > loss_duration: 2.87520170211792 (2.87520170211792) | > loss_1: 35.68647003173828 (35.68647003173828)  --> STEP: 1 | > loss_disc: 2.3765249252319336 (2.3765249252319336) | > loss_disc_real_0: 0.0419577956199646 (0.0419577956199646) | > loss_disc_real_1: 0.2725411057472229 (0.2725411057472229) | > loss_disc_real_2: 0.20109394192695618 (0.20109394192695618) | > loss_disc_real_3: 0.3159136474132538 (0.3159136474132538) | > loss_disc_real_4: 0.2796612083911896 (0.2796612083911896) | > loss_disc_real_5: 0.31501317024230957 (0.31501317024230957) | > loss_0: 2.3765249252319336 (2.3765249252319336) | > loss_gen: 2.726071357727051 (2.726071357727051) | > loss_kl: 1.9919878244400024 (1.9919878244400024) | > loss_feat: 6.53350830078125 (6.53350830078125) | > loss_mel: 19.507783889770508 (19.507783889770508) | > loss_duration: 2.3678393363952637 (2.3678393363952637) | > loss_1: 33.12718963623047 (33.12718963623047)  --> STEP: 2 | > loss_disc: 2.211210012435913 (2.2938674688339233) | > loss_disc_real_0: 0.0846637561917305 (0.06331077590584755) | > loss_disc_real_1: 0.16776390373706818 (0.22015250474214554) | > loss_disc_real_2: 0.24395310878753662 (0.2225235253572464) | > loss_disc_real_3: 0.22780457139015198 (0.2718591094017029) | > loss_disc_real_4: 0.23276691138744354 (0.25621405988931656) | > loss_disc_real_5: 0.26291218400001526 (0.2889626771211624) | > loss_0: 2.211210012435913 (2.2938674688339233) | > loss_gen: 2.4971301555633545 (2.6116007566452026) | > loss_kl: 2.9067835807800293 (2.449385702610016) | > loss_feat: 6.375495433807373 (6.4545018672943115) | > loss_mel: 21.38882064819336 (20.448302268981934) | > loss_duration: 2.4624176025390625 (2.415128469467163) | > loss_1: 35.63064956665039 (34.37891960144043)  --> STEP: 3 | > loss_disc: 2.308948278427124 (2.2988944053649902) | > loss_disc_real_0: 0.09352929145097733 (0.07338361442089081) | > loss_disc_real_1: 0.3005255162715912 (0.2469435085852941) | > loss_disc_real_2: 0.24486875534057617 (0.22997193535168967) | > loss_disc_real_3: 0.2293456792831421 (0.2576879660288493) | > loss_disc_real_4: 0.21078644692897797 (0.24107152223587036) | > loss_disc_real_5: 0.2419929802417755 (0.27330611149470013) | > loss_0: 2.308948278427124 (2.2988944053649902) | > loss_gen: 2.543470859527588 (2.588890790939331) | > loss_kl: 2.2041115760803223 (2.367627660433451) | > loss_feat: 6.909493446350098 (6.606165726979573) | > loss_mel: 19.33798599243164 (20.078196843465168) | > loss_duration: 2.2132680416107178 (2.347841660181681) | > loss_1: 33.20832824707031 (33.988722483317055)  --> STEP: 4 | > loss_disc: 2.18151593208313 (2.269549787044525) | > loss_disc_real_0: 0.08651741594076157 (0.0766670648008585) | > loss_disc_real_1: 0.19707508385181427 (0.23447640240192413) | > loss_disc_real_2: 0.2940455675125122 (0.2459903433918953) | > loss_disc_real_3: 0.2202327996492386 (0.2483241744339466) | > loss_disc_real_4: 0.1872706562280655 (0.22762130573391914) | > loss_disc_real_5: 0.19078421592712402 (0.2526756376028061) | > loss_0: 2.18151593208313 (2.269549787044525) | > loss_gen: 2.524277687072754 (2.5727375149726868) | > loss_kl: 2.688699960708618 (2.447895735502243) | > loss_feat: 7.6949782371521 (6.878368854522705) | > loss_mel: 17.147377014160156 (19.345491886138916) | > loss_duration: 2.301675319671631 (2.3363000750541687) | > loss_1: 32.35700607299805 (33.580793380737305)  --> STEP: 5 | > loss_disc: 2.2391133308410645 (2.263462495803833) | > loss_disc_real_0: 0.08472096174955368 (0.07827784419059754) | > loss_disc_real_1: 0.30785903334617615 (0.24915292859077454) | > loss_disc_real_2: 0.28298038244247437 (0.2533883512020111) | > loss_disc_real_3: 0.27125996351242065 (0.2529113322496414) | > loss_disc_real_4: 0.2195199579000473 (0.2260010361671448) | > loss_disc_real_5: 0.2248382866382599 (0.24710816740989686) | > loss_0: 2.2391133308410645 (2.263462495803833) | > loss_gen: 2.8170888423919678 (2.621607780456543) | > loss_kl: 1.8538668155670166 (2.329089951515198) | > loss_feat: 6.505528450012207 (6.803800773620606) | > loss_mel: 20.969079971313477 (19.67020950317383) | > loss_duration: 2.3524107933044434 (2.3395222187042237) | > loss_1: 34.49797439575195 (33.76422958374023)  --> STEP: 6 | > loss_disc: 2.44616436958313 (2.2939128081003823) | > loss_disc_real_0: 0.07368414103984833 (0.077512226998806) | > loss_disc_real_1: 0.2577518820762634 (0.2505860875050227) | > loss_disc_real_2: 0.2618362307548523 (0.2547963311274846) | > loss_disc_real_3: 0.27831992506980896 (0.25714609771966934) | > loss_disc_real_4: 0.22193288803100586 (0.2253230114777883) | > loss_disc_real_5: 0.17340201139450073 (0.2348238080739975) | > loss_0: 2.44616436958313 (2.2939128081003823) | > loss_gen: 2.161749839782715 (2.5449647903442383) | > loss_kl: 2.1415724754333496 (2.29783703883489) | > loss_feat: 4.613489151000977 (6.438748836517334) | > loss_mel: 18.760210037231445 (19.518542925516766) | > loss_duration: 2.1859827041625977 (2.3139322996139526) | > loss_1: 29.86300277709961 (33.1140251159668)  --> STEP: 7 | > loss_disc: 2.260176658630371 (2.2890933581760953) | > loss_disc_real_0: 0.06640338897705078 (0.07592525013855525) | > loss_disc_real_1: 0.20835350453853607 (0.24455286136695317) | > loss_disc_real_2: 0.27461177110671997 (0.2576271082673754) | > loss_disc_real_3: 0.24469225108623505 (0.25536697677203585) | > loss_disc_real_4: 0.21650764346122742 (0.22406367318970816) | > loss_disc_real_5: 0.25660112500190735 (0.2379348533494132) | > loss_0: 2.260176658630371 (2.2890933581760953) | > loss_gen: 2.5632400512695312 (2.5475755419049944) | > loss_kl: 3.514186143875122 (2.47160119669778) | > loss_feat: 6.590733528137207 (6.460460935320173) | > loss_mel: 18.21013069152832 (19.331626892089844) | > loss_duration: 2.4391255378723145 (2.3318170479365756) | > loss_1: 33.31741714477539 (33.14308112008231)  --> STEP: 8 | > loss_disc: 2.629525899887085 (2.331647425889969) | > loss_disc_real_0: 0.041079081594944 (0.07156947907060385) | > loss_disc_real_1: 0.6425827741622925 (0.2943066004663706) | > loss_disc_real_2: 0.2751058042049408 (0.2598119452595711) | > loss_disc_real_3: 0.22193408012390137 (0.25118786469101906) | > loss_disc_real_4: 0.17497877776622772 (0.2179280612617731) | > loss_disc_real_5: 0.17068730294704437 (0.2295289095491171) | > loss_0: 2.629525899887085 (2.331647425889969) | > loss_gen: 2.9055325984954834 (2.5923201739788055) | > loss_kl: 2.1237168312072754 (2.428115651011467) | > loss_feat: 8.671961784362793 (6.7368985414505005) | > loss_mel: 23.57634925842285 (19.86221718788147) | > loss_duration: 2.1826133728027344 (2.3131665885448456) | > loss_1: 39.460174560546875 (33.93271780014038)  --> STEP: 9 | > loss_disc: 2.7483632564544678 (2.37794918484158) | > loss_disc_real_0: 0.09247641265392303 (0.07389247169097264) | > loss_disc_real_1: 0.5356377959251404 (0.3211211777395672) | > loss_disc_real_2: 0.30563685297966003 (0.26490360167291427) | > loss_disc_real_3: 0.26401591300964355 (0.25261320339308846) | > loss_disc_real_4: 0.2403203248977661 (0.22041609055466121) | > loss_disc_real_5: 0.20111003518104553 (0.22637125684155357) | > loss_0: 2.7483632564544678 (2.37794918484158) | > loss_gen: 2.628718376159668 (2.596364418665568) | > loss_kl: 2.935142993927002 (2.4844520224465265) | > loss_feat: 6.983613967895508 (6.764311366611057) | > loss_mel: 19.50326919555664 (19.822334077623154) | > loss_duration: 2.1025102138519287 (2.289760324690077) | > loss_1: 34.15325164794922 (33.957221561008026)  --> STEP: 10 | > loss_disc: 2.194247245788574 (2.359578990936279) | > loss_disc_real_0: 0.11171666532754898 (0.07767489105463028) | > loss_disc_real_1: 0.2568833827972412 (0.3146973982453346) | > loss_disc_real_2: 0.32717087864875793 (0.27113032937049864) | > loss_disc_real_3: 0.2294049710035324 (0.25029238015413285) | > loss_disc_real_4: 0.2214822769165039 (0.2205227091908455) | > loss_disc_real_5: 0.21314741671085358 (0.22504887282848357) | > loss_0: 2.194247245788574 (2.359578990936279) | > loss_gen: 2.729644775390625 (2.6096924543380737) | > loss_kl: 1.8973368406295776 (2.4257405042648315) | > loss_feat: 6.4999566078186035 (6.737875890731812) | > loss_mel: 19.856918334960938 (19.825792503356933) | > loss_duration: 2.357118606567383 (2.2964961528778076) | > loss_1: 33.340972900390625 (33.89559669494629)  --> STEP: 11 | > loss_disc: 2.641845226287842 (2.3852395577864214) | > loss_disc_real_0: 0.12562404572963715 (0.08203390511599454) | > loss_disc_real_1: 0.2997756898403168 (0.3133408792994239) | > loss_disc_real_2: 0.2916885316371918 (0.27299925684928894) | > loss_disc_real_3: 0.2806030511856079 (0.25304789570244873) | > loss_disc_real_4: 0.2584083676338196 (0.22396685995838858) | > loss_disc_real_5: 0.2959076166152954 (0.23149057680910284) | > loss_0: 2.641845226287842 (2.3852395577864214) | > loss_gen: 2.4657938480377197 (2.596610762856223) | > loss_kl: 2.921894073486328 (2.4708453741940586) | > loss_feat: 6.7343292236328125 (6.737553466450084) | > loss_mel: 19.925403594970703 (19.834848057140004) | > loss_duration: 2.3185839653015137 (2.2985041358254175) | > loss_1: 34.366004943847656 (33.93836108121005)  --> STEP: 12 | > loss_disc: 2.5234689712524414 (2.3967586755752563) | > loss_disc_real_0: 0.06917336583137512 (0.08096219350894292) | > loss_disc_real_1: 0.41136160492897034 (0.3215092731018861) | > loss_disc_real_2: 0.28666964173316956 (0.2741384555896123) | > loss_disc_real_3: 0.2750716507434845 (0.25488320862253505) | > loss_disc_real_4: 0.2525990903377533 (0.226352879156669) | > loss_disc_real_5: 0.20725232362747192 (0.22947072237730026) | > loss_0: 2.5234689712524414 (2.3967586755752563) | > loss_gen: 2.615889549255371 (2.5982173283894854) | > loss_kl: 1.9636050462722778 (2.4285753468672433) | > loss_feat: 6.236179828643799 (6.6957723299662275) | > loss_mel: 20.222156524658203 (19.86712376276652) | > loss_duration: 2.256427049636841 (2.2949977119763694) | > loss_1: 33.29425811767578 (33.88468583424886)  --> STEP: 13 | > loss_disc: 2.3711583614349365 (2.3947894206413856) | > loss_disc_real_0: 0.13161614537239075 (0.08485865134459275) | > loss_disc_real_1: 0.2565169334411621 (0.3165098623587535) | > loss_disc_real_2: 0.25678321719169617 (0.27280343725131107) | > loss_disc_real_3: 0.351879745721817 (0.2623444807070952) | > loss_disc_real_4: 0.2515273094177246 (0.2282893737921348) | > loss_disc_real_5: 0.18439000844955444 (0.22600297515208906) | > loss_0: 2.3711583614349365 (2.3947894206413856) | > loss_gen: 2.610804557800293 (2.5991855768057017) | > loss_kl: 2.1824045181274414 (2.409639129271874) | > loss_feat: 6.148005962371826 (6.653636455535889) | > loss_mel: 16.961929321289062 (19.643647267268253) | > loss_duration: 2.1854662895202637 (2.286572217941284) | > loss_1: 30.088611602783203 (33.592680124136116)  --> STEP: 14 | > loss_disc: 2.257599115371704 (2.3849901131221225) | > loss_disc_real_0: 0.0413699671626091 (0.08175231676016535) | > loss_disc_real_1: 0.23145246505737305 (0.31043433398008347) | > loss_disc_real_2: 0.29407891631126404 (0.274323114327022) | > loss_disc_real_3: 0.1796780675649643 (0.25643973691122873) | > loss_disc_real_4: 0.22299230098724365 (0.22791101144892828) | > loss_disc_real_5: 0.2704792022705078 (0.22917984851769038) | > loss_0: 2.257599115371704 (2.3849901131221225) | > loss_gen: 2.6360228061676025 (2.601816807474409) | > loss_kl: 3.2632076740264893 (2.4706083110400607) | > loss_feat: 7.685483455657959 (6.7273398126874655) | > loss_mel: 20.824819564819336 (19.728016717093332) | > loss_duration: 2.380359649658203 (2.2932713202067783) | > loss_1: 36.789894104003906 (33.82105255126953)  --> STEP: 15 | > loss_disc: 2.293785572052002 (2.3789098103841146) | > loss_disc_real_0: 0.09372372925281525 (0.08255041092634201) | > loss_disc_real_1: 0.18717968463897705 (0.30221735735734306) | > loss_disc_real_2: 0.3412761092185974 (0.2787866473197937) | > loss_disc_real_3: 0.34445786476135254 (0.262307612101237) | > loss_disc_real_4: 0.19699911773204803 (0.2258502185344696) | > loss_disc_real_5: 0.24543006718158722 (0.23026319642861684) | > loss_0: 2.293785572052002 (2.3789098103841146) | > loss_gen: 2.7168188095092773 (2.6094836076100667) | > loss_kl: 2.424527645111084 (2.4675362666447955) | > loss_feat: 8.332586288452148 (6.834356244405111) | > loss_mel: 17.823503494262695 (19.601049168904623) | > loss_duration: 2.3212931156158447 (2.295139439900716) | > loss_1: 33.61872863769531 (33.80756429036458)  --> STEP: 16 | > loss_disc: 2.1402692794799805 (2.363994777202606) | > loss_disc_real_0: 0.08382169902324677 (0.08262986643239856) | > loss_disc_real_1: 0.41323086619377136 (0.3091557016596198) | > loss_disc_real_2: 0.29794272780418396 (0.2799839023500681) | > loss_disc_real_3: 0.2816191017627716 (0.2635145802050829) | > loss_disc_real_4: 0.23148342967033386 (0.22620229423046112) | > loss_disc_real_5: 0.21838019788265228 (0.22952050901949406) | > loss_0: 2.1402692794799805 (2.363994777202606) | > loss_gen: 3.777803421020508 (2.6825035959482193) | > loss_kl: 1.8354789018630981 (2.4280326813459396) | > loss_feat: 10.984591484069824 (7.093745946884155) | > loss_mel: 19.656801223754883 (19.604533672332764) | > loss_duration: 2.346778392791748 (2.2983668744564056) | > loss_1: 38.60145568847656 (34.10718250274658)  --> STEP: 17 | > loss_disc: 2.6822218894958496 (2.3827140191022087) | > loss_disc_real_0: 0.15815402567386627 (0.08707246403483783) | > loss_disc_real_1: 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loss_disc_real_4: 0.1069319099187851 (0.22374184677998224) | > loss_disc_real_5: 0.1758645474910736 (0.23002309103806814) | > loss_0: 1.9996408224105835 (2.3614321748415628) | > loss_gen: 2.3816118240356445 (2.655881312158373) | > loss_kl: 2.422685146331787 (2.42032429907057) | > loss_feat: 10.032614707946777 (7.200232267379761) | > loss_mel: 20.601943969726562 (19.58986939324273) | > loss_duration: 2.2413787841796875 (2.2997394137912326) | > loss_1: 37.680233001708984 (34.16604635450575)  --> STEP: 19 | > loss_disc: 2.6553802490234375 (2.376903126114293) | > loss_disc_real_0: 0.08342850208282471 (0.08712017575376912) | > loss_disc_real_1: 0.5064108967781067 (0.31015302319275706) | > loss_disc_real_2: 0.3227173686027527 (0.2803211886631815) | > loss_disc_real_3: 0.34891965985298157 (0.2656395137310028) | > loss_disc_real_4: 0.2331559807062149 (0.22423732751294187) | > loss_disc_real_5: 0.26131439208984375 (0.23167000161974052) | > loss_0: 2.6553802490234375 (2.376903126114293) | > 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2.086439609527588 (2.354470767758109) | > loss_disc_real_0: 0.08504574745893478 (0.08739543977108868) | > loss_disc_real_1: 0.33188194036483765 (0.3058380491354249) | > loss_disc_real_2: 0.27689531445503235 (0.2826802920211446) | > loss_disc_real_3: 0.2200639843940735 (0.2677908201109279) | > loss_disc_real_4: 0.13981810212135315 (0.22236632081595334) | > loss_disc_real_5: 0.1583375632762909 (0.2257029962810603) | > loss_0: 2.086439609527588 (2.354470767758109) | > loss_gen: 3.027831554412842 (2.7102719111876055) | > loss_kl: 1.7046387195587158 (2.344735497778112) | > loss_feat: 10.437392234802246 (7.488121206110174) | > loss_mel: 20.600948333740234 (19.507429296320137) | > loss_duration: 2.162242889404297 (2.2890894954854795) | > loss_1: 37.93305587768555 (34.33964729309082)  --> STEP: 23 | > loss_disc: 2.548490285873413 (2.3629063989805137) | > loss_disc_real_0: 0.07621609419584274 (0.08690938126781712) | > loss_disc_real_1: 0.2780178487300873 (0.304628475204758) | > loss_disc_real_2: 0.24496492743492126 (0.281040493560874) | > loss_disc_real_3: 0.3701317608356476 (0.272240426229394) | > loss_disc_real_4: 0.2800310254096985 (0.2248734818852466) | > loss_disc_real_5: 0.2823229730129242 (0.228164734399837) | > loss_0: 2.548490285873413 (2.3629063989805137) | > loss_gen: 2.445010185241699 (2.6987387926682183) | > loss_kl: 2.4991378784179688 (2.3514486447624536) | > loss_feat: 7.014776229858398 (7.467540989751401) | > loss_mel: 18.6632137298584 (19.470724271691367) | > loss_duration: 2.265181303024292 (2.2880500088567324) | > loss_1: 32.88732147216797 (34.27650269218113)  --> STEP: 24 | > loss_disc: 2.4907140731811523 (2.3682317187388735) | > loss_disc_real_0: 0.10609458386898041 (0.08770876470953226) | > loss_disc_real_1: 0.20733968913555145 (0.3005747757852077) | > loss_disc_real_2: 0.3042009472846985 (0.2820055124660334) | > loss_disc_real_3: 0.23721657693386078 (0.27078109917541343) | > loss_disc_real_4: 0.2649931311607361 (0.226545133938392) | > loss_disc_real_5: 0.2896360158920288 (0.23072603779534498) | > loss_0: 2.4907140731811523 (2.3682317187388735) | > loss_gen: 2.2728724479675293 (2.680994361639023) | > loss_kl: 2.161381483078003 (2.343529179692268) | > loss_feat: 4.244481086730957 (7.333246827125549) | > loss_mel: 17.852449417114258 (19.403296152750652) | > loss_duration: 2.437328338623047 (2.2942699392636623) | > loss_1: 28.96851348876953 (34.055336475372314)  --> STEP: 25 | > loss_disc: 2.6681997776031494 (2.3802304410934445) | > loss_disc_real_0: 0.107354074716568 (0.08849457710981369) | > loss_disc_real_1: 0.4254140853881836 (0.3055683481693267) | > loss_disc_real_2: 0.2986477017402649 (0.28267120003700263) | > loss_disc_real_3: 0.3765968978404999 (0.2750137311220169) | > loss_disc_real_4: 0.2746877074241638 (0.22847083687782288) | > loss_disc_real_5: 0.2732279598712921 (0.23242611467838287) | > loss_0: 2.6681997776031494 (2.3802304410934445) | > loss_gen: 2.8108019828796387 (2.6861866664886476) | > loss_kl: 2.080568790435791 (2.3330107641220086) | > loss_feat: 6.934681415557861 (7.317304210662842) | > loss_mel: 18.760414123535156 (19.37758087158203) | > loss_duration: 2.3171470165252686 (2.2951850223541266) | > loss_1: 32.90361404418945 (34.009267578125)  --> STEP: 26 | > loss_disc: 1.682187795639038 (2.3533826470375057) | > loss_disc_real_0: 0.05862722545862198 (0.08734583281553708) | > loss_disc_real_1: 0.10097891092300415 (0.29769952365985275) | > loss_disc_real_2: 0.15468554198741913 (0.2777486747274033) | > loss_disc_real_3: 0.2272377759218216 (0.27317619438354784) | > loss_disc_real_4: 0.05747527256608009 (0.2218940844042943) | > loss_disc_real_5: 0.19403693079948425 (0.23094960760611755) | > loss_0: 1.682187795639038 (2.3533826470375057) | > loss_gen: 3.2506258487701416 (2.7078958658071666) | > loss_kl: 2.128978967666626 (2.3251633873352633) | > loss_feat: 23.37558937072754 (7.9349305629730225) | > loss_mel: 24.495912551879883 (19.574439782362717) | > loss_duration: 2.311201810836792 (2.2958010526803827) | > loss_1: 55.56230926513672 (34.838230719933144) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024476051330566406 (+6.0558319091796875e-05) | > avg_loss_disc: 2.3533826470375057 (+0.01356209699924138) | > avg_loss_disc_real_0: 0.08734583281553708 (-0.011652789150293066) | > avg_loss_disc_real_1: 0.29769952365985275 (+0.10104311171632538) | > avg_loss_disc_real_2: 0.2777486747274033 (+0.06318817230371337) | > avg_loss_disc_real_3: 0.27317619438354784 (+0.06159443494219044) | > avg_loss_disc_real_4: 0.2218940844042943 (-0.0050306651168144645) | > avg_loss_disc_real_5: 0.23094960760611755 (+0.016610110035309433) | > avg_loss_0: 2.3533826470375057 (+0.01356209699924138) | > avg_loss_gen: 2.7078958658071666 (+0.35775110354790307) | > avg_loss_kl: 2.3251633873352633 (+0.07778643644773009) | > avg_loss_feat: 7.9349305629730225 (+0.23416819939246558) | > avg_loss_mel: 19.574439782362717 (+0.022083795987640542) | > avg_loss_duration: 2.2958010526803827 (+0.03292475296900843) | > avg_loss_1: 34.838230719933144 (+0.7247143525343702)  > EPOCH: 215/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:22:46)   --> TIME: 2024-06-11 00:22:56 -- STEP: 24/330 -- GLOBAL_STEP: 158975 | > loss_disc: 2.229558229446411 (2.312056362628937) | > loss_disc_real_0: 0.08772328495979309 (0.1097637852653861) | > loss_disc_real_1: 0.1851884424686432 (0.2041466205070416) | > loss_disc_real_2: 0.1865508258342743 (0.2215318245192369) | > loss_disc_real_3: 0.21589119732379913 (0.22608854435384274) | > loss_disc_real_4: 0.21225064992904663 (0.21687991234163442) | > loss_disc_real_5: 0.23378132283687592 (0.21262722772856554) | > loss_0: 2.229558229446411 (2.312056362628937) | > grad_norm_0: tensor(9.2798, device='cuda:0') (tensor(17.0532, device='cuda:0')) | > loss_gen: 2.5373764038085938 (2.5471560955047607) | > loss_kl: 1.5542060136795044 (1.7037146240472794) | > loss_feat: 7.9515509605407715 (7.114705204963684) | > loss_mel: 19.2171630859375 (19.198670228322346) | > loss_duration: 2.02558970451355 (2.136977637807528) | > loss_1: 33.285884857177734 (32.70122377077739) | > grad_norm_1: tensor(252.7241, device='cuda:0') (tensor(174.5309, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3426 (0.3414936463038127) | > loader_time: 0.0031 (0.0031574865182240805)  --> TIME: 2024-06-11 00:23:04 -- STEP: 49/330 -- GLOBAL_STEP: 159000 | > loss_disc: 2.2454609870910645 (2.294760922996365) | > loss_disc_real_0: 0.11482015252113342 (0.1086670532822609) | > loss_disc_real_1: 0.16661900281906128 (0.19818088351463786) | > loss_disc_real_2: 0.183453768491745 (0.21625581231652474) | > loss_disc_real_3: 0.178518608212471 (0.22388960390674825) | > loss_disc_real_4: 0.19081491231918335 (0.2180104489837374) | > loss_disc_real_5: 0.19174492359161377 (0.21340018510818481) | > loss_0: 2.2454609870910645 (2.294760922996365) | > grad_norm_0: tensor(41.4276, device='cuda:0') (tensor(19.2541, device='cuda:0')) | > loss_gen: 2.5204217433929443 (2.577326949761838) | > loss_kl: 1.6161130666732788 (1.725179986077912) | > loss_feat: 7.618525505065918 (7.273375744722327) | > loss_mel: 19.4199275970459 (19.148915193518814) | > loss_duration: 1.9873580932617188 (2.086271135174498) | > loss_1: 33.16234588623047 (32.811068787866716) | > grad_norm_1: tensor(463.8826, device='cuda:0') (tensor(211.9139, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3613 (0.3436732048891029) | > loader_time: 0.0036 (0.003272640461824378) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_159000.pth  --> TIME: 2024-06-11 00:23:18 -- STEP: 74/330 -- GLOBAL_STEP: 159025 | > loss_disc: 2.315157413482666 (2.2945903926282307) | > loss_disc_real_0: 0.09803061932325363 (0.10923184122185449) | > loss_disc_real_1: 0.1938440501689911 (0.1979998154817401) | > loss_disc_real_2: 0.20316895842552185 (0.21425985887243942) | > loss_disc_real_3: 0.22838570177555084 (0.226114660098746) | > loss_disc_real_4: 0.24066604673862457 (0.21884622102653653) | > loss_disc_real_5: 0.23221071064472198 (0.2144488583545427) | > loss_0: 2.315157413482666 (2.2945903926282307) | > grad_norm_0: tensor(10.2475, device='cuda:0') (tensor(19.3877, device='cuda:0')) | > loss_gen: 2.630711555480957 (2.5787112873953744) | > loss_kl: 1.7391414642333984 (1.7311201143909145) | > loss_feat: 7.672941207885742 (7.350887627214999) | > loss_mel: 19.451053619384766 (19.16707536336538) | > loss_duration: 1.956934928894043 (2.0674311405903585) | > loss_1: 33.450782775878906 (32.8952254475774) | > grad_norm_1: tensor(140.1874, device='cuda:0') (tensor(223.2101, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3577 (0.3497086344538508) | > loader_time: 0.0036 (0.00344665308256407)  --> TIME: 2024-06-11 00:23:27 -- STEP: 99/330 -- GLOBAL_STEP: 159050 | > loss_disc: 2.226470708847046 (2.284169182632909) | > loss_disc_real_0: 0.09061940014362335 (0.11137265049748951) | > loss_disc_real_1: 0.17682786285877228 (0.19657306433326066) | > loss_disc_real_2: 0.21041657030582428 (0.21444844055657436) | > loss_disc_real_3: 0.24670828878879547 (0.22367137083501526) | > loss_disc_real_4: 0.2028343677520752 (0.2175613769678154) | > loss_disc_real_5: 0.22234849631786346 (0.21126886976487708) | > loss_0: 2.226470708847046 (2.284169182632909) | > grad_norm_0: tensor(17.3809, device='cuda:0') (tensor(18.3023, device='cuda:0')) | > loss_gen: 2.667377233505249 (2.5906530678874313) | > loss_kl: 1.591988205909729 (1.7182734662836248) | > loss_feat: 7.978304862976074 (7.4267994899942416) | > loss_mel: 19.442550659179688 (19.147105457806834) | > loss_duration: 2.0594582557678223 (2.062309064046301) | > loss_1: 33.739681243896484 (32.94514049183238) | > grad_norm_1: tensor(258.8767, device='cuda:0') (tensor(208.3672, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3699 (0.35322780560965505) | > loader_time: 0.0037 (0.0035627297680787366)  --> TIME: 2024-06-11 00:23:37 -- STEP: 124/330 -- GLOBAL_STEP: 159075 | > loss_disc: 2.263082265853882 (2.28740591579868) | > loss_disc_real_0: 0.07311312854290009 (0.11181948249859194) | > loss_disc_real_1: 0.17061083018779755 (0.19823627258020063) | > loss_disc_real_2: 0.21296903491020203 (0.2138361891190852) | > loss_disc_real_3: 0.21943779289722443 (0.22404881590797054) | > loss_disc_real_4: 0.16624359786510468 (0.21779251423093576) | > loss_disc_real_5: 0.16252276301383972 (0.21029194384332625) | > loss_0: 2.263082265853882 (2.28740591579868) | > grad_norm_0: tensor(9.9925, device='cuda:0') (tensor(17.9280, device='cuda:0')) | > loss_gen: 2.7399742603302 (2.583578280864223) | > loss_kl: 1.6649386882781982 (1.7182092695466933) | > loss_feat: 8.553494453430176 (7.439166953486781) | > loss_mel: 19.47744369506836 (19.17655444914295) | > loss_duration: 2.0663959980010986 (2.0618617428887274) | > loss_1: 34.50224685668945 (32.979370701697555) | > grad_norm_1: tensor(102.7271, device='cuda:0') (tensor(220.0789, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3592 (0.3556202265524096) | > loader_time: 0.0048 (0.003688827637703188)  --> TIME: 2024-06-11 00:23:46 -- STEP: 149/330 -- GLOBAL_STEP: 159100 | > loss_disc: 2.255826473236084 (2.2902822926540507) | > loss_disc_real_0: 0.10299396514892578 (0.11213474915731673) | > loss_disc_real_1: 0.25066807866096497 (0.1989905346159967) | > loss_disc_real_2: 0.18376022577285767 (0.2146626541878553) | > loss_disc_real_3: 0.18291667103767395 (0.22552353143692017) | > loss_disc_real_4: 0.20365095138549805 (0.21790400437460644) | > loss_disc_real_5: 0.19175578653812408 (0.21016721517447653) | > loss_0: 2.255826473236084 (2.2902822926540507) | > grad_norm_0: tensor(14.9153, device='cuda:0') (tensor(18.9146, device='cuda:0')) | > loss_gen: 2.5191173553466797 (2.5840077960251167) | > loss_kl: 1.752285361289978 (1.7196264410978996) | > loss_feat: 6.918869972229004 (7.4336030467244605) | > loss_mel: 19.383848190307617 (19.18757127595428) | > loss_duration: 2.073282241821289 (2.0636871381093984) | > loss_1: 32.647403717041016 (32.988495743514704) | > grad_norm_1: tensor(141.5296, device='cuda:0') (tensor(225.0176, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3797 (0.3585178420047633) | > loader_time: 0.0043 (0.0038385327230363885)  --> TIME: 2024-06-11 00:23:56 -- STEP: 174/330 -- GLOBAL_STEP: 159125 | > loss_disc: 2.3654205799102783 (2.2880066934673255) | > loss_disc_real_0: 0.0799131840467453 (0.11307073388805335) | > loss_disc_real_1: 0.21995729207992554 (0.19945164341693633) | > loss_disc_real_2: 0.2206094115972519 (0.21523502854437665) | > loss_disc_real_3: 0.24620990455150604 (0.2245162347781247) | > loss_disc_real_4: 0.22119756042957306 (0.21719757467508313) | > loss_disc_real_5: 0.24011020362377167 (0.20990288017810071) | > loss_0: 2.3654205799102783 (2.2880066934673255) | > grad_norm_0: tensor(13.4816, device='cuda:0') (tensor(20.5414, device='cuda:0')) | > loss_gen: 2.562987804412842 (2.587395206265067) | > loss_kl: 1.7589858770370483 (1.728366289330625) | > loss_feat: 7.822904586791992 (7.440195881087204) | > loss_mel: 19.527271270751953 (19.168888892250504) | > loss_duration: 2.1559524536132812 (2.067081883720966) | > loss_1: 33.828102111816406 (32.99192822116545) | > grad_norm_1: tensor(194.9017, device='cuda:0') (tensor(232.0652, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3919 (0.3629869208938775) | > loader_time: 0.0049 (0.003985546101098772)  --> TIME: 2024-06-11 00:24:06 -- STEP: 199/330 -- GLOBAL_STEP: 159150 | > loss_disc: 2.3333580493927 (2.28230713839507) | > loss_disc_real_0: 0.17813488841056824 (0.11332186365771534) | > loss_disc_real_1: 0.19916801154613495 (0.1987369924259545) | > loss_disc_real_2: 0.24934609234333038 (0.21455564323681683) | > loss_disc_real_3: 0.20242159068584442 (0.22376847956048784) | > loss_disc_real_4: 0.24601294100284576 (0.2170296637856181) | > loss_disc_real_5: 0.20001161098480225 (0.20931232941510086) | > loss_0: 2.3333580493927 (2.28230713839507) | > grad_norm_0: tensor(27.6572, device='cuda:0') (tensor(22.4845, device='cuda:0')) | > loss_gen: 2.604475975036621 (2.6025244207238445) | > loss_kl: 1.7232787609100342 (1.732975430225008) | > loss_feat: 7.189624309539795 (7.4883258186992085) | > loss_mel: 18.603010177612305 (19.143676738643176) | > loss_duration: 2.1767077445983887 (2.0734169189654392) | > loss_1: 32.297096252441406 (33.04091937577905) | > grad_norm_1: tensor(158.6744, device='cuda:0') (tensor(246.3340, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.3868 (0.36660336489653483) | > loader_time: 0.0047 (0.004123526002893493)  --> TIME: 2024-06-11 00:24:17 -- STEP: 224/330 -- GLOBAL_STEP: 159175 | > loss_disc: 2.317533016204834 (2.278428138366768) | > loss_disc_real_0: 0.10043224692344666 (0.112755013845994) | > loss_disc_real_1: 0.17746058106422424 (0.19800941316810033) | > loss_disc_real_2: 0.20678678154945374 (0.2139208461823208) | > loss_disc_real_3: 0.23604629933834076 (0.22373829150040234) | > loss_disc_real_4: 0.2295943647623062 (0.21692734224987878) | > loss_disc_real_5: 0.19127170741558075 (0.2090010912423687) | > loss_0: 2.317533016204834 (2.278428138366768) | > grad_norm_0: tensor(9.8057, device='cuda:0') (tensor(23.5696, device='cuda:0')) | > loss_gen: 2.6891367435455322 (2.605931133031846) | > loss_kl: 1.728255271911621 (1.734144410384553) | > loss_feat: 7.91318941116333 (7.510184481739998) | > loss_mel: 18.90106964111328 (19.099971285888135) | > loss_duration: 2.193516254425049 (2.0795938782393923) | > loss_1: 33.425167083740234 (33.02982524463109) | > grad_norm_1: tensor(258.2357, device='cuda:0') (tensor(259.1433, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.4006 (0.37091752673898437) | > loader_time: 0.008 (0.004269881972244804)  --> TIME: 2024-06-11 00:24:27 -- STEP: 249/330 -- GLOBAL_STEP: 159200 | > loss_disc: 2.3201346397399902 (2.2775105577874863) | > loss_disc_real_0: 0.12017844617366791 (0.11295128941356418) | > loss_disc_real_1: 0.2150062620639801 (0.19783349146684964) | > loss_disc_real_2: 0.21307694911956787 (0.21397139419274158) | > loss_disc_real_3: 0.22533944249153137 (0.2236265052394216) | > loss_disc_real_4: 0.20859366655349731 (0.2169542060080302) | > loss_disc_real_5: 0.21349117159843445 (0.20907883974442995) | > loss_0: 2.3201346397399902 (2.2775105577874863) | > grad_norm_0: tensor(22.6032, device='cuda:0') (tensor(24.0746, device='cuda:0')) | > loss_gen: 2.3663034439086914 (2.605781448892801) | > loss_kl: 1.6996079683303833 (1.7354726561580796) | > loss_feat: 6.881939888000488 (7.521007070579682) | > loss_mel: 18.442588806152344 (19.053095040072407) | > loss_duration: 2.1372811794281006 (2.0864238734226146) | > loss_1: 31.527719497680664 (33.00178007715677) | > grad_norm_1: tensor(127.5969, device='cuda:0') (tensor(270.4227, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.426 (0.37558267202722034) | > loader_time: 0.0055 (0.00439991912688596)  --> TIME: 2024-06-11 00:24:38 -- STEP: 274/330 -- GLOBAL_STEP: 159225 | > loss_disc: 2.337022304534912 (2.279532223722361) | > loss_disc_real_0: 0.17420710623264313 (0.11406235789784987) | > loss_disc_real_1: 0.21050135791301727 (0.19797765678406629) | > loss_disc_real_2: 0.23541148006916046 (0.21381180156974028) | > loss_disc_real_3: 0.2510458528995514 (0.22371438896133952) | > loss_disc_real_4: 0.23521468043327332 (0.21711838876243922) | > loss_disc_real_5: 0.22254467010498047 (0.20866258833965246) | > loss_0: 2.337022304534912 (2.279532223722361) | > grad_norm_0: tensor(85.6388, device='cuda:0') (tensor(26.1767, device='cuda:0')) | > loss_gen: 2.4845869541168213 (2.6077945763177253) | > loss_kl: 1.8335269689559937 (1.7385948182892625) | > loss_feat: 7.218127727508545 (7.539866863376033) | > loss_mel: 18.098663330078125 (19.005972653409867) | > loss_duration: 2.1580429077148438 (2.0935087817428752) | > loss_1: 31.79294776916504 (32.985737661375616) | > grad_norm_1: tensor(418.5209, device='cuda:0') (tensor(286.0493, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.4393 (0.3811189188574353) | > loader_time: 0.0068 (0.0045538888360462035)  --> TIME: 2024-06-11 00:24:50 -- STEP: 299/330 -- GLOBAL_STEP: 159250 | > loss_disc: 2.3138272762298584 (2.2800662820554507) | > loss_disc_real_0: 0.14037781953811646 (0.1137266020760887) | > loss_disc_real_1: 0.22302572429180145 (0.19833655627973898) | > loss_disc_real_2: 0.1939246654510498 (0.21364144622083492) | > loss_disc_real_3: 0.19317525625228882 (0.22393288640274256) | > loss_disc_real_4: 0.16402995586395264 (0.21728812890706653) | > loss_disc_real_5: 0.1842222809791565 (0.20884594460793565) | > loss_0: 2.3138272762298584 (2.2800662820554507) | > grad_norm_0: tensor(9.9261, device='cuda:0') (tensor(27.2181, device='cuda:0')) | > loss_gen: 2.6042072772979736 (2.6105313245269377) | > loss_kl: 1.8987481594085693 (1.739844410315804) | > loss_feat: 7.816104412078857 (7.566687786459524) | > loss_mel: 19.222225189208984 (18.967186930984965) | > loss_duration: 2.2647299766540527 (2.1028466212709613) | > loss_1: 33.80601501464844 (32.98709703528365) | > grad_norm_1: tensor(324.7237, device='cuda:0') (tensor(295.2513, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.4613 (0.38724040985107433) | > loader_time: 0.0069 (0.004721714900090143)  --> TIME: 2024-06-11 00:25:04 -- STEP: 324/330 -- GLOBAL_STEP: 159275 | > loss_disc: 2.348479986190796 (2.2857089307573117) | > loss_disc_real_0: 0.13403236865997314 (0.11490908094946249) | > loss_disc_real_1: 0.25528866052627563 (0.19890107023587203) | > loss_disc_real_2: 0.20076538622379303 (0.21391182871144496) | > loss_disc_real_3: 0.2240207940340042 (0.2241443360201371) | > loss_disc_real_4: 0.2692581117153168 (0.21794495713195683) | > loss_disc_real_5: 0.24846003949642181 (0.20950204446727846) | > loss_0: 2.348479986190796 (2.2857089307573117) | > grad_norm_0: tensor(28.4144, device='cuda:0') (tensor(27.5238, device='cuda:0')) | > loss_gen: 2.4287467002868652 (2.60447864400016) | > loss_kl: 1.954993486404419 (1.7469346015541642) | > loss_feat: 10.327299118041992 (7.615062804869663) | > loss_mel: 18.935962677001953 (18.93581237910707) | > loss_duration: 2.294106960296631 (2.1159709887004206) | > loss_1: 35.941104888916016 (33.01825936046647) | > grad_norm_1: tensor(437.9447, device='cuda:0') (tensor(300.4085, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.5782 (0.3986531819826293) | > loader_time: 0.0092 (0.004986507657133502)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9632997512817383 (1.9632997512817383) | > loss_disc_real_0: 0.12791185081005096 (0.12791185081005096) | > loss_disc_real_1: 0.18641996383666992 (0.18641996383666992) | > loss_disc_real_2: 0.129233255982399 (0.129233255982399) | > loss_disc_real_3: 0.1941053867340088 (0.1941053867340088) | > loss_disc_real_4: 0.17985622584819794 (0.17985622584819794) | > loss_disc_real_5: 0.14938433468341827 (0.14938433468341827) | > loss_0: 1.9632997512817383 (1.9632997512817383) | > loss_gen: 2.575402021408081 (2.575402021408081) | > loss_kl: 2.014982223510742 (2.014982223510742) | > loss_feat: 8.637527465820312 (8.637527465820312) | > loss_mel: 17.981006622314453 (17.981006622314453) | > loss_duration: 2.799983501434326 (2.799983501434326) | > loss_1: 34.0088996887207 (34.0088996887207)  --> STEP: 1 | > loss_disc: 2.018839120864868 (2.018839120864868) | > loss_disc_real_0: 0.05757351219654083 (0.05757351219654083) | > loss_disc_real_1: 0.14128729701042175 (0.14128729701042175) | > loss_disc_real_2: 0.15497125685214996 (0.15497125685214996) | > loss_disc_real_3: 0.23791250586509705 (0.23791250586509705) | > loss_disc_real_4: 0.2130337804555893 (0.2130337804555893) | > loss_disc_real_5: 0.16343452036380768 (0.16343452036380768) | > loss_0: 2.018839120864868 (2.018839120864868) | > loss_gen: 2.4705896377563477 (2.4705896377563477) | > loss_kl: 2.209944486618042 (2.209944486618042) | > loss_feat: 7.721823692321777 (7.721823692321777) | > loss_mel: 19.950361251831055 (19.950361251831055) | > loss_duration: 2.40078067779541 (2.40078067779541) | > loss_1: 34.75349807739258 (34.75349807739258)  --> STEP: 2 | > loss_disc: 2.4056637287139893 (2.2122514247894287) | > loss_disc_real_0: 0.11394323408603668 (0.08575837314128876) | > loss_disc_real_1: 0.1872154027223587 (0.16425134986639023) | > loss_disc_real_2: 0.2498231679201126 (0.2023972123861313) | > loss_disc_real_3: 0.2501060664653778 (0.24400928616523743) | > loss_disc_real_4: 0.31272539496421814 (0.2628795877099037) | > loss_disc_real_5: 0.26934516429901123 (0.21638984233140945) | > loss_0: 2.4056637287139893 (2.2122514247894287) | > loss_gen: 2.6408116817474365 (2.555700659751892) | > loss_kl: 2.101879119873047 (2.1559118032455444) | > loss_feat: 6.027993202209473 (6.874908447265625) | > loss_mel: 19.453371047973633 (19.701866149902344) | > loss_duration: 2.4391257762908936 (2.419953227043152) | > loss_1: 32.66318130493164 (33.70833969116211)  --> STEP: 3 | > loss_disc: 2.107142686843872 (2.1772151788075766) | > loss_disc_real_0: 0.07224623113870621 (0.08125432580709457) | > loss_disc_real_1: 0.15277725458145142 (0.1604266514380773) | > loss_disc_real_2: 0.13350428640842438 (0.17943290372689566) | > loss_disc_real_3: 0.2677474319934845 (0.25192200144131977) | > loss_disc_real_4: 0.3071554899215698 (0.2776382217804591) | > loss_disc_real_5: 0.3184919059276581 (0.250423863530159) | > loss_0: 2.107142686843872 (2.1772151788075766) | > loss_gen: 2.94716739654541 (2.686189572016398) | > loss_kl: 2.347320079803467 (2.219714562098185) | > loss_feat: 7.908864974975586 (7.219560623168945) | > loss_mel: 21.528066635131836 (20.31059964497884) | > loss_duration: 2.233187675476074 (2.3576980431874595) | > loss_1: 36.96460723876953 (34.79376220703125)  --> STEP: 4 | > loss_disc: 2.2567038536071777 (2.197087347507477) | > loss_disc_real_0: 0.1208118125796318 (0.09114369750022888) | > loss_disc_real_1: 0.19851775467395782 (0.16994942724704742) | > loss_disc_real_2: 0.21768242120742798 (0.18899528309702873) | > loss_disc_real_3: 0.3112404942512512 (0.26675162464380264) | > loss_disc_real_4: 0.20096281170845032 (0.2584693692624569) | > loss_disc_real_5: 0.23148131370544434 (0.24568822607398033) | > loss_0: 2.2567038536071777 (2.197087347507477) | > loss_gen: 2.6821115016937256 (2.68517005443573) | > loss_kl: 2.5510995388031006 (2.302560806274414) | > loss_feat: 6.956751346588135 (7.153858304023743) | > loss_mel: 18.902273178100586 (19.958518028259277) | > loss_duration: 2.2039613723754883 (2.3192638754844666) | > loss_1: 33.29619598388672 (34.41937065124512)  --> STEP: 5 | > loss_disc: 2.2400295734405518 (2.205675792694092) | > loss_disc_real_0: 0.09175090491771698 (0.0912651389837265) | > loss_disc_real_1: 0.22928740084171295 (0.18181702196598054) | > loss_disc_real_2: 0.2094733715057373 (0.19309090077877045) | > loss_disc_real_3: 0.27921345829963684 (0.26924399137496946) | > loss_disc_real_4: 0.24790526926517487 (0.2563565492630005) | > loss_disc_real_5: 0.20850025117397308 (0.23825063109397887) | > loss_0: 2.2400295734405518 (2.205675792694092) | > loss_gen: 2.4820809364318848 (2.644552230834961) | > loss_kl: 1.9322620630264282 (2.228501057624817) | > loss_feat: 5.536784648895264 (6.830443572998047) | > loss_mel: 19.36081314086914 (19.83897705078125) | > loss_duration: 2.3546624183654785 (2.3263435840606688) | > loss_1: 31.666603088378906 (33.86881713867187)  --> STEP: 6 | > loss_disc: 2.2205045223236084 (2.2081472476323447) | > loss_disc_real_0: 0.0432012565433979 (0.0832544919103384) | > loss_disc_real_1: 0.14150506258010864 (0.1750983620683352) | > loss_disc_real_2: 0.2020788937807083 (0.19458889961242676) | > loss_disc_real_3: 0.28632697463035583 (0.2720911552508672) | > loss_disc_real_4: 0.18092843890190125 (0.2437851975361506) | > loss_disc_real_5: 0.1666601598262787 (0.22631888588269553) | > loss_0: 2.2205045223236084 (2.2081472476323447) | > loss_gen: 2.2082574367523193 (2.5718364318211875) | > loss_kl: 1.7810455560684204 (2.153925140698751) | > loss_feat: 6.473227024078369 (6.770907481511434) | > loss_mel: 20.949031829833984 (20.02398618062337) | > loss_duration: 2.088120460510254 (2.2866397301355996) | > loss_1: 33.49968338012695 (33.807294845581055)  --> STEP: 7 | > loss_disc: 2.38692045211792 (2.2336862768445696) | > loss_disc_real_0: 0.2058010846376419 (0.1007611480142389) | > loss_disc_real_1: 0.22826193273067474 (0.18269315787724086) | > loss_disc_real_2: 0.20129698514938354 (0.19554719754627772) | > loss_disc_real_3: 0.2851223051548004 (0.2739527480942862) | > loss_disc_real_4: 0.26191654801368713 (0.24637539046151297) | > loss_disc_real_5: 0.26338979601860046 (0.2316147301878248) | > loss_0: 2.38692045211792 (2.2336862768445696) | > loss_gen: 2.7003371715545654 (2.590193680354527) | > loss_kl: 3.020905017852783 (2.2777794088636125) | > loss_feat: 6.943891525268555 (6.795619487762451) | > loss_mel: 18.422866821289062 (19.795254843575613) | > loss_duration: 2.417980670928955 (2.3054027216775075) | > loss_1: 33.5059814453125 (33.764250074114116)  --> STEP: 8 | > loss_disc: 2.19883394241333 (2.2293297350406647) | > loss_disc_real_0: 0.23228535056114197 (0.11720167333260179) | > loss_disc_real_1: 0.3168177902698517 (0.19945873692631721) | > loss_disc_real_2: 0.10992477834224701 (0.1848443951457739) | > loss_disc_real_3: 0.1626388281583786 (0.2600385081022978) | > loss_disc_real_4: 0.1232486441731453 (0.23098454717546701) | > loss_disc_real_5: 0.12549304962158203 (0.21834952011704445) | > loss_0: 2.19883394241333 (2.2293297350406647) | > loss_gen: 2.706839084625244 (2.6047743558883667) | > loss_kl: 2.123164176940918 (2.2584525048732758) | > loss_feat: 12.068318367004395 (7.454706847667694) | > loss_mel: 21.353761672973633 (19.990068197250366) | > loss_duration: 2.164135456085205 (2.28774431347847) | > loss_1: 40.41621780395508 (34.59574604034424)  --> STEP: 9 | > loss_disc: 2.42813777923584 (2.2514195177290173) | > loss_disc_real_0: 0.15417416393756866 (0.12130972784426478) | > loss_disc_real_1: 0.12779276072978973 (0.1914958506822586) | > loss_disc_real_2: 0.20615975558757782 (0.18721276852819654) | > loss_disc_real_3: 0.2748889923095703 (0.26168856190310585) | > loss_disc_real_4: 0.21959400177001953 (0.22971893101930618) | > loss_disc_real_5: 0.28079742193222046 (0.22528817587428623) | > loss_0: 2.42813777923584 (2.2514195177290173) | > loss_gen: 2.5825695991516113 (2.602307160695394) | > loss_kl: 2.5981502532958984 (2.296196699142456) | > loss_feat: 8.789429664611816 (7.603009382883708) | > loss_mel: 19.619789123535156 (19.948926077948677) | > loss_duration: 2.0756759643554688 (2.2641811635759144) | > loss_1: 35.66561508178711 (34.71462037828233)  --> STEP: 10 | > loss_disc: 2.400907039642334 (2.266368269920349) | > loss_disc_real_0: 0.18269756436347961 (0.12744851149618625) | > loss_disc_real_1: 0.2278938889503479 (0.19513565450906753) | > loss_disc_real_2: 0.2867182195186615 (0.19716331362724304) | > loss_disc_real_3: 0.24505336582660675 (0.2600250422954559) | > loss_disc_real_4: 0.22762776911258698 (0.22950981482863425) | > loss_disc_real_5: 0.19370213150978088 (0.22212957143783568) | > loss_0: 2.400907039642334 (2.266368269920349) | > loss_gen: 2.54604434967041 (2.5966808795928955) | > loss_kl: 2.0082249641418457 (2.267399525642395) | > loss_feat: 6.17167329788208 (7.459875774383545) | > loss_mel: 19.725147247314453 (19.926548194885253) | > loss_duration: 2.265947103500366 (2.2643577575683596) | > loss_1: 32.71703338623047 (34.51486167907715)  --> STEP: 11 | > loss_disc: 2.6173696517944336 (2.298277486454357) | > loss_disc_real_0: 0.15868249535560608 (0.13028796457431532) | > loss_disc_real_1: 0.24984827637672424 (0.20010952922430905) | > loss_disc_real_2: 0.2122635394334793 (0.19853606142780997) | > loss_disc_real_3: 0.29135164618492126 (0.2628729153763164) | > loss_disc_real_4: 0.26490142941474915 (0.2327272343364629) | > loss_disc_real_5: 0.29134076833724976 (0.22842149842869153) | > loss_0: 2.6173696517944336 (2.298277486454357) | > loss_gen: 2.230059862136841 (2.5633516961878) | > loss_kl: 2.6463358402252197 (2.301848281513561) | > loss_feat: 4.902198314666748 (7.227359641682018) | > loss_mel: 17.048349380493164 (19.664893757213246) | > loss_duration: 2.430312156677246 (2.279444521123713) | > loss_1: 29.25725555419922 (34.03689748590643)  --> STEP: 12 | > loss_disc: 2.345400333404541 (2.3022043903668723) | > loss_disc_real_0: 0.12613056600093842 (0.1299415146932006) | > loss_disc_real_1: 0.24448788166046143 (0.20380772526065508) | > loss_disc_real_2: 0.24377746880054474 (0.20230617870887121) | > loss_disc_real_3: 0.24818454682826996 (0.26164888466397923) | > loss_disc_real_4: 0.18561846017837524 (0.22880150315662226) | > loss_disc_real_5: 0.18427078425884247 (0.22474227224787077) | > loss_0: 2.345400333404541 (2.3022043903668723) | > loss_gen: 2.384070873260498 (2.5484116276105246) | > loss_kl: 2.2916812896728516 (2.301001032193502) | > loss_feat: 6.274080276489258 (7.1479196945826216) | > loss_mel: 19.06151580810547 (19.614612261454266) | > loss_duration: 2.170754909515381 (2.270387053489685) | > loss_1: 32.18210220336914 (33.882331212361656)  --> STEP: 13 | > loss_disc: 2.545097827911377 (2.320888500947219) | > loss_disc_real_0: 0.18544209003448486 (0.13421078971945322) | > loss_disc_real_1: 0.18405309319496155 (0.20228813817867866) | > loss_disc_real_2: 0.2237565666437149 (0.20395620855001304) | > loss_disc_real_3: 0.2595210671424866 (0.26148520639309514) | > loss_disc_real_4: 0.2411164939403534 (0.2297488101399862) | > loss_disc_real_5: 0.19630004465579987 (0.22255440858694223) | > loss_0: 2.545097827911377 (2.320888500947219) | > loss_gen: 2.2042434215545654 (2.5219371502216044) | > loss_kl: 2.2937381267547607 (2.3004423471597524) | > loss_feat: 5.661050796508789 (7.033545163961557) | > loss_mel: 16.510286331176758 (19.375817959125225) | > loss_duration: 2.1728713512420654 (2.2628858456244836) | > loss_1: 28.84218978881836 (33.49462802593525)  --> STEP: 14 | > loss_disc: 2.070956230163574 (2.303036195891244) | > loss_disc_real_0: 0.08979833871126175 (0.13103847179029668) | > loss_disc_real_1: 0.21382233500480652 (0.20311200938054494) | > loss_disc_real_2: 0.17633643746376038 (0.20198336775813783) | > loss_disc_real_3: 0.21951566636562347 (0.2584873821054186) | > loss_disc_real_4: 0.23121440410614014 (0.2298534954232829) | > loss_disc_real_5: 0.23593664169311523 (0.22351028238024032) | > loss_0: 2.070956230163574 (2.303036195891244) | > loss_gen: 2.73787260055542 (2.537361110959734) | > loss_kl: 2.2288222312927246 (2.295326624597822) | > loss_feat: 7.414418697357178 (7.060750416346958) | > loss_mel: 19.799196243286133 (19.40605926513672) | > loss_duration: 2.355945587158203 (2.2695329700197493) | > loss_1: 34.5362548828125 (33.56902994428363)  --> STEP: 15 | > loss_disc: 2.0656328201293945 (2.2872093041737873) | > loss_disc_real_0: 0.0984347015619278 (0.1288648871084054) | > loss_disc_real_1: 0.14629855751991272 (0.19932444592316945) | > loss_disc_real_2: 0.15040390193462372 (0.19854473670323688) | > loss_disc_real_3: 0.24335035681724548 (0.2574782470862071) | > loss_disc_real_4: 0.19335636496543884 (0.22742035339275996) | > loss_disc_real_5: 0.14406374096870422 (0.2182138462861379) | > loss_0: 2.0656328201293945 (2.2872093041737873) | > loss_gen: 2.4597105979919434 (2.5321844100952147) | > loss_kl: 2.9634993076324463 (2.3398714701334637) | > loss_feat: 7.104063034057617 (7.063637924194336) | > loss_mel: 20.019224166870117 (19.446936925252277) | > loss_duration: 2.252840518951416 (2.268420139948527) | > loss_1: 34.799339294433594 (33.65105056762696)  --> STEP: 16 | > loss_disc: 1.8896479606628418 (2.2623617202043533) | > loss_disc_real_0: 0.1331668198108673 (0.12913375790230927) | > loss_disc_real_1: 0.12237261980772018 (0.19451495679095387) | > loss_disc_real_2: 0.14946135878562927 (0.19547702558338642) | > loss_disc_real_3: 0.1820899099111557 (0.25276647601276636) | > loss_disc_real_4: 0.19218787550926208 (0.22521832352504134) | > loss_disc_real_5: 0.14396193623542786 (0.21357310190796852) | > loss_0: 1.8896479606628418 (2.2623617202043533) | > loss_gen: 2.7094573974609375 (2.5432639718055725) | > loss_kl: 2.1072185039520264 (2.3253306597471237) | > loss_feat: 10.331327438354492 (7.267868518829346) | > loss_mel: 21.03803825378418 (19.546380758285522) | > loss_duration: 2.3307747840881348 (2.2723173052072525) | > loss_1: 38.51681900024414 (33.955161094665534)  --> STEP: 17 | > loss_disc: 2.2456955909729004 (2.2613813596613266) | > loss_disc_real_0: 0.102515310049057 (0.12756796685211796) | > loss_disc_real_1: 0.17295220494270325 (0.19324655962340972) | > loss_disc_real_2: 0.15853536128997803 (0.19330398650730357) | > loss_disc_real_3: 0.2607216238975525 (0.253234425888342) | > loss_disc_real_4: 0.2283431887626648 (0.22540213912725449) | > loss_disc_real_5: 0.20483705401420593 (0.2130592167377472) | > loss_0: 2.2456955909729004 (2.2613813596613266) | > loss_gen: 2.2870476245880127 (2.5281924219692455) | > loss_kl: 1.444179892539978 (2.273498261676115) | > loss_feat: 5.58599853515625 (7.168934990377987) | > loss_mel: 18.79603385925293 (19.50224270540125) | > loss_duration: 2.3719143867492676 (2.278175957062665) | > loss_1: 30.48517417907715 (33.75104421727798)  --> STEP: 18 | > loss_disc: 1.767674446105957 (2.2339531977971396) | > loss_disc_real_0: 0.13697731494903564 (0.12809070841305784) | > loss_disc_real_1: 0.1620756834745407 (0.19151484428180587) | > loss_disc_real_2: 0.12768398225307465 (0.18965843071540198) | > loss_disc_real_3: 0.20224180817604065 (0.25040150268210304) | > loss_disc_real_4: 0.11109472066164017 (0.21905172699027592) | > loss_disc_real_5: 0.12455709278583527 (0.20814243207375208) | > loss_0: 1.767674446105957 (2.2339531977971396) | > loss_gen: 3.212906837463379 (2.5662321117189197) | > loss_kl: 2.652404308319092 (2.294548597600725) | > loss_feat: 11.56779670715332 (7.413316196865505) | > loss_mel: 21.042434692382812 (19.587808926900227) | > loss_duration: 2.2418746948242188 (2.2761592202716403) | > loss_1: 40.71741485595703 (34.138064808315704)  --> STEP: 19 | > loss_disc: 2.7742419242858887 (2.2623894465597054) | > loss_disc_real_0: 0.1656358242034912 (0.1300667671388701) | > loss_disc_real_1: 0.2439463585615158 (0.1942743976649485) | > loss_disc_real_2: 0.24779149889945984 (0.19271806588298396) | > loss_disc_real_3: 0.2018313854932785 (0.2478451807247965) | > loss_disc_real_4: 0.13489706814289093 (0.2146225344193609) | > loss_disc_real_5: 0.21370746195316315 (0.20843532838319478) | > loss_0: 2.7742419242858887 (2.2623894465597054) | > loss_gen: 1.8473950624465942 (2.52839858280985) | > loss_kl: 1.729425311088562 (2.264805266731664) | > loss_feat: 8.260721206665039 (7.457916460539165) | > loss_mel: 18.92063331604004 (19.552694421065482) | > loss_duration: 2.3215384483337402 (2.2785476006959615) | > loss_1: 33.0797119140625 (34.08236202440764)  --> STEP: 20 | > loss_disc: 2.2545583248138428 (2.2619978904724123) | > loss_disc_real_0: 0.0844435766339302 (0.12778560761362312) | > loss_disc_real_1: 0.134479358792305 (0.19128464572131632) | > loss_disc_real_2: 0.22477349638938904 (0.19432083740830422) | > loss_disc_real_3: 0.2698749005794525 (0.2489466667175293) | > loss_disc_real_4: 0.21957117319107056 (0.2148699663579464) | > loss_disc_real_5: 0.1830877810716629 (0.20716795101761817) | > loss_0: 2.2545583248138428 (2.2619978904724123) | > loss_gen: 2.44649076461792 (2.524303191900253) | > loss_kl: 1.809417724609375 (2.2420358896255492) | > loss_feat: 7.916165351867676 (7.480828905105591) | > loss_mel: 20.22527503967285 (19.58632345199585) | > loss_duration: 2.285219669342041 (2.2788812041282656) | > loss_1: 34.68257141113281 (34.1123724937439)  --> STEP: 21 | > loss_disc: 2.7020721435546875 (2.2829538072858537) | > loss_disc_real_0: 0.21739555895328522 (0.13205274815360704) | > loss_disc_real_1: 0.22390158474445343 (0.19283783329384668) | > loss_disc_real_2: 0.3069450259208679 (0.19968389400414058) | > loss_disc_real_3: 0.30340826511383057 (0.2515400761649722) | > loss_disc_real_4: 0.3002309203147888 (0.2189347736892246) | > loss_disc_real_5: 0.2780337929725647 (0.21054251492023468) | > loss_0: 2.7020721435546875 (2.2829538072858537) | > loss_gen: 2.5161406993865967 (2.5239145017805553) | > loss_kl: 2.3507113456726074 (2.247210911342076) | > loss_feat: 6.014735221862793 (7.411014920189267) | > loss_mel: 17.751911163330078 (19.49897048586891) | > loss_duration: 2.147735357284546 (2.2726361638023738) | > loss_1: 30.781232833862305 (33.9537467956543)  --> STEP: 22 | > loss_disc: 2.212341785430908 (2.279744169928811) | > loss_disc_real_0: 0.15960480272769928 (0.13330511427061123) | > loss_disc_real_1: 0.25529173016548157 (0.1956766467880119) | > loss_disc_real_2: 0.27937984466552734 (0.2033064372160218) | > loss_disc_real_3: 0.1835624724626541 (0.24845018508759412) | > loss_disc_real_4: 0.18907228112220764 (0.2175773876634511) | > loss_disc_real_5: 0.1836991012096405 (0.20932235975157132) | > loss_0: 2.212341785430908 (2.279744169928811) | > loss_gen: 2.9238433837890625 (2.5420930873263967) | > loss_kl: 2.2442140579223633 (2.247074690732089) | > loss_feat: 9.234208106994629 (7.493887337771329) | > loss_mel: 22.56083869934082 (19.638146313753996) | > loss_duration: 2.171994686126709 (2.2680615511807525) | > loss_1: 39.13509750366211 (34.18926273692738)  --> STEP: 23 | > loss_disc: 2.3643269538879395 (2.2834216822748603) | > loss_disc_real_0: 0.19175592064857483 (0.13584645367834877) | > loss_disc_real_1: 0.18062026798725128 (0.19502202162276144) | > loss_disc_real_2: 0.239227756857872 (0.2048682337221892) | > loss_disc_real_3: 0.23272529244422913 (0.24776649410309998) | > loss_disc_real_4: 0.13669076561927795 (0.21406057800935663) | > loss_disc_real_5: 0.18311673402786255 (0.2081829847201057) | > loss_0: 2.3643269538879395 (2.2834216822748603) | > loss_gen: 2.375880241394043 (2.5348664418510767) | > loss_kl: 2.458514928817749 (2.2562677445619004) | > loss_feat: 9.641044616699219 (7.587242002072542) | > loss_mel: 20.18528175354004 (19.661934811135996) | > loss_duration: 2.316187858581543 (2.270153999328613) | > loss_1: 36.97691345214844 (34.31046494193699)  --> STEP: 24 | > loss_disc: 2.3016324043273926 (2.2841804623603825) | > loss_disc_real_0: 0.14103922247886658 (0.136062819045037) | > loss_disc_real_1: 0.20511280000209808 (0.19544247072190046) | > loss_disc_real_2: 0.18523462116718292 (0.20405016653239727) | > loss_disc_real_3: 0.21130681037902832 (0.246247340614597) | > loss_disc_real_4: 0.2418554127216339 (0.21521869612236819) | > loss_disc_real_5: 0.2448471635580063 (0.20971065883835158) | > loss_0: 2.3016324043273926 (2.2841804623603825) | > loss_gen: 2.2509801387786865 (2.523037845889727) | > loss_kl: 2.1008381843566895 (2.249791512886683) | > loss_feat: 4.532253265380859 (7.459950804710388) | > loss_mel: 16.147974014282227 (19.515519777933758) | > loss_duration: 2.399296283721924 (2.2755349278450008) | > loss_1: 27.43134117126465 (34.023834784825645)  --> STEP: 25 | > loss_disc: 2.5839264392852783 (2.2961703014373787) | > loss_disc_real_0: 0.20676812529563904 (0.13889103129506108) | > loss_disc_real_1: 0.21508273482322693 (0.1962280812859535) | > loss_disc_real_2: 0.2526714503765106 (0.2059950178861618) | > loss_disc_real_3: 0.27619436383247375 (0.24744522154331208) | > loss_disc_real_4: 0.2463843822479248 (0.21646532356739046) | > loss_disc_real_5: 0.26702404022216797 (0.21200319409370422) | > loss_0: 2.5839264392852783 (2.2961703014373787) | > loss_gen: 2.3406124114990234 (2.515740828514099) | > loss_kl: 2.254361867904663 (2.2499743270874024) | > loss_feat: 5.637208461761475 (7.387041110992431) | > loss_mel: 14.434940338134766 (19.312296600341796) | > loss_duration: 2.292558193206787 (2.276215858459472) | > loss_1: 26.95968246459961 (33.741268692016604)  --> STEP: 26 | > loss_disc: 2.0417966842651367 (2.286386700776908) | > loss_disc_real_0: 0.05598088353872299 (0.13570217945827884) | > loss_disc_real_1: 0.13146501779556274 (0.1937371942286308) | > loss_disc_real_2: 0.1388438642024994 (0.20341228120602095) | > loss_disc_real_3: 0.1598166525363922 (0.24407489196612284) | > loss_disc_real_4: 0.1808323860168457 (0.21509482596929258) | > loss_disc_real_5: 0.15163151919841766 (0.20968120659773165) | > loss_0: 2.0417966842651367 (2.286386700776908) | > loss_gen: 2.1276023387908936 (2.5008124250632067) | > loss_kl: 1.9060255289077759 (2.236745527157417) | > loss_feat: 7.4484148025512695 (7.389401637590849) | > loss_mel: 19.496368408203125 (19.31937628525954) | > loss_duration: 2.2839972972869873 (2.2765151445682226) | > loss_1: 33.26240921020508 (33.722851019639236) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023515591254601115 (-9.604600759652911e-05) | > avg_loss_disc: 2.286386700776908 (-0.0669959462605978) | > avg_loss_disc_real_0: 0.13570217945827884 (+0.04835634664274176) | > avg_loss_disc_real_1: 0.1937371942286308 (-0.10396232943122194) | > avg_loss_disc_real_2: 0.20341228120602095 (-0.07433639352138233) | > avg_loss_disc_real_3: 0.24407489196612284 (-0.029101302417425007) | > avg_loss_disc_real_4: 0.21509482596929258 (-0.0067992584350017315) | > avg_loss_disc_real_5: 0.20968120659773165 (-0.021268401008385895) | > avg_loss_0: 2.286386700776908 (-0.0669959462605978) | > avg_loss_gen: 2.5008124250632067 (-0.2070834407439599) | > avg_loss_kl: 2.236745527157417 (-0.08841786017784647) | > avg_loss_feat: 7.389401637590849 (-0.5455289253821736) | > avg_loss_mel: 19.31937628525954 (-0.2550634971031762) | > avg_loss_duration: 2.2765151445682226 (-0.019285908112160133) | > avg_loss_1: 33.722851019639236 (-1.1153797002939072)  > EPOCH: 216/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:25:30)   --> TIME: 2024-06-11 00:25:37 -- STEP: 19/330 -- GLOBAL_STEP: 159300 | > loss_disc: 2.380737543106079 (2.28917354031613) | > loss_disc_real_0: 0.1408478319644928 (0.11552210465857857) | > loss_disc_real_1: 0.17026841640472412 (0.2008952435694243) | > loss_disc_real_2: 0.2456979602575302 (0.21742249711563713) | > loss_disc_real_3: 0.2403045892715454 (0.2209386386369404) | > loss_disc_real_4: 0.21565617620944977 (0.2141619810932561) | > loss_disc_real_5: 0.21955537796020508 (0.21180397664245806) | > loss_0: 2.380737543106079 (2.28917354031613) | > grad_norm_0: tensor(13.7597, device='cuda:0') (tensor(7.7297, device='cuda:0')) | > loss_gen: 2.5336437225341797 (2.565301681819715) | > loss_kl: 1.8189727067947388 (1.6815459665499235) | > loss_feat: 7.344970226287842 (7.129067596636321) | > loss_mel: 17.888952255249023 (19.03516347784745) | > loss_duration: 2.06322979927063 (2.1607374266574255) | > loss_1: 31.649768829345703 (32.571816293816816) | > grad_norm_1: tensor(245.4375, device='cuda:0') (tensor(151.3856, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3614 (0.34611852545487254) | > loader_time: 0.003 (0.0029140146155106393)  --> TIME: 2024-06-11 00:25:46 -- STEP: 44/330 -- GLOBAL_STEP: 159325 | > loss_disc: 2.2970807552337646 (2.2750067060643984) | > loss_disc_real_0: 0.14574554562568665 (0.11311645399440419) | > loss_disc_real_1: 0.21691933274269104 (0.19949126209725032) | > loss_disc_real_2: 0.1884680837392807 (0.21263635801998051) | > loss_disc_real_3: 0.2532643675804138 (0.22207008911804718) | > loss_disc_real_4: 0.22380073368549347 (0.21581460908055305) | > loss_disc_real_5: 0.21926580369472504 (0.21081169694662094) | > loss_0: 2.2970807552337646 (2.2750067060643984) | > grad_norm_0: tensor(7.2731, device='cuda:0') (tensor(12.5095, device='cuda:0')) | > loss_gen: 2.61043119430542 (2.582074468786067) | > loss_kl: 1.6556099653244019 (1.7237258472225883) | > loss_feat: 7.716912746429443 (7.283349980007518) | > loss_mel: 18.506576538085938 (19.16163808649237) | > loss_duration: 1.972670316696167 (2.093472394076261) | > loss_1: 32.46220016479492 (32.84426095268944) | > grad_norm_1: tensor(110.5656, device='cuda:0') (tensor(158.4354, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3417 (0.34992233731529926) | > loader_time: 0.0031 (0.003111237829381769)  --> TIME: 2024-06-11 00:25:55 -- STEP: 69/330 -- GLOBAL_STEP: 159350 | > loss_disc: 2.372734308242798 (2.287334925886514) | > loss_disc_real_0: 0.10377348959445953 (0.11443119344935901) | > loss_disc_real_1: 0.22048276662826538 (0.19783154129981995) | > loss_disc_real_2: 0.20817212760448456 (0.21219095199004465) | > loss_disc_real_3: 0.24470485746860504 (0.22427698818669803) | > loss_disc_real_4: 0.23794251680374146 (0.21798184514045715) | > loss_disc_real_5: 0.21616116166114807 (0.2108848801125651) | > loss_0: 2.372734308242798 (2.287334925886514) | > grad_norm_0: tensor(19.5921, device='cuda:0') (tensor(11.5958, device='cuda:0')) | > loss_gen: 2.759364128112793 (2.5673342822254575) | > loss_kl: 1.7045185565948486 (1.7413599629333054) | > loss_feat: 7.508306503295898 (7.327613367550615) | > loss_mel: 18.239973068237305 (19.128155224565152) | > loss_duration: 1.989854097366333 (2.072480236274609) | > loss_1: 32.2020149230957 (32.83694322558417) | > grad_norm_1: tensor(94.5326, device='cuda:0') (tensor(138.3826, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3636 (0.3495611487955287) | > loader_time: 0.0033 (0.003215541010317595)  --> TIME: 2024-06-11 00:26:05 -- STEP: 94/330 -- GLOBAL_STEP: 159375 | > loss_disc: 2.385253429412842 (2.2938102712022497) | > loss_disc_real_0: 0.14098240435123444 (0.11570042577829767) | > loss_disc_real_1: 0.19783428311347961 (0.19850324728387467) | > loss_disc_real_2: 0.21769258379936218 (0.212886946473984) | > loss_disc_real_3: 0.22497980296611786 (0.2251291015046708) | > loss_disc_real_4: 0.23111754655838013 (0.21892801022275965) | > loss_disc_real_5: 0.22954413294792175 (0.21135595409159966) | > loss_0: 2.385253429412842 (2.2938102712022497) | > grad_norm_0: tensor(4.9299, device='cuda:0') (tensor(12.2257, device='cuda:0')) | > loss_gen: 2.548473834991455 (2.5680242117415095) | > loss_kl: 1.6234866380691528 (1.7581299708244649) | > loss_feat: 7.438841819763184 (7.37217035699398) | > loss_mel: 19.975547790527344 (19.148539948970715) | > loss_duration: 2.084603786468506 (2.064188047926477) | > loss_1: 33.67095184326172 (32.9110527444393) | > grad_norm_1: tensor(57.6955, device='cuda:0') (tensor(132.7749, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.358 (0.3550788595321331) | > loader_time: 0.0036 (0.003304978634448762)  --> TIME: 2024-06-11 00:26:14 -- STEP: 119/330 -- GLOBAL_STEP: 159400 | > loss_disc: 2.295074462890625 (2.3032851098966187) | > loss_disc_real_0: 0.13948611915111542 (0.1174886964198922) | > loss_disc_real_1: 0.2130504697561264 (0.1985422664580225) | > loss_disc_real_2: 0.21901506185531616 (0.21403609454130926) | > loss_disc_real_3: 0.19477525353431702 (0.22512768647250006) | > loss_disc_real_4: 0.22597509622573853 (0.21989979789036662) | > loss_disc_real_5: 0.24446150660514832 (0.2122140961284397) | > loss_0: 2.295074462890625 (2.3032851098966187) | > grad_norm_0: tensor(25.3998, device='cuda:0') (tensor(12.4164, device='cuda:0')) | > loss_gen: 2.598585605621338 (2.5631305229764036) | > loss_kl: 1.9649101495742798 (1.7656733388660335) | > loss_feat: 7.6283721923828125 (7.36383862455352) | > loss_mel: 19.83510398864746 (19.15498653379809) | > loss_duration: 2.001222610473633 (2.0609598730792524) | > loss_1: 34.0281982421875 (32.90858898643688) | > grad_norm_1: tensor(346.2771, device='cuda:0') (tensor(142.5155, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3703 (0.35701841666918843) | > loader_time: 0.0038 (0.0033811481059098443)  --> TIME: 2024-06-11 00:26:23 -- STEP: 144/330 -- GLOBAL_STEP: 159425 | > loss_disc: 2.3067073822021484 (2.3170354018608723) | > loss_disc_real_0: 0.10222887992858887 (0.11817216309201387) | > loss_disc_real_1: 0.20960532128810883 (0.2004832811653614) | > loss_disc_real_2: 0.21373285353183746 (0.21635456952369875) | > loss_disc_real_3: 0.2122803032398224 (0.22619264189981753) | > loss_disc_real_4: 0.1980380117893219 (0.22052673995494845) | > loss_disc_real_5: 0.180903822183609 (0.2129146620217297) | > loss_0: 2.3067073822021484 (2.3170354018608723) | > grad_norm_0: tensor(30.7393, device='cuda:0') (tensor(14.6240, device='cuda:0')) | > loss_gen: 2.539663553237915 (2.5585850692457632) | > loss_kl: 1.7059972286224365 (1.7653556341926258) | > loss_feat: 7.50430154800415 (7.324092338482539) | > loss_mel: 19.168664932250977 (19.16635837819841) | > loss_duration: 2.0317487716674805 (2.0636350222759776) | > loss_1: 32.950374603271484 (32.87802653842503) | > grad_norm_1: tensor(358.7880, device='cuda:0') (tensor(165.1472, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.369 (0.35918914278348285) | > loader_time: 0.0036 (0.0034763730234569972)  --> TIME: 2024-06-11 00:26:33 -- STEP: 169/330 -- GLOBAL_STEP: 159450 | > loss_disc: 2.2117533683776855 (2.3099979197485196) | > loss_disc_real_0: 0.10070709884166718 (0.11708546293205058) | > loss_disc_real_1: 0.1971615105867386 (0.2010847985215441) | > loss_disc_real_2: 0.23240883648395538 (0.21521980390393522) | > loss_disc_real_3: 0.19479475915431976 (0.22515518125697706) | > loss_disc_real_4: 0.1861039698123932 (0.22006196180391593) | > loss_disc_real_5: 0.20292632281780243 (0.21283828912402045) | > loss_0: 2.2117533683776855 (2.3099979197485196) | > grad_norm_0: tensor(47.1396, device='cuda:0') (tensor(16.4471, device='cuda:0')) | > loss_gen: 2.645437240600586 (2.5646157307032307) | > loss_kl: 1.7669249773025513 (1.7556829607698339) | > loss_feat: 7.59356164932251 (7.343138787873398) | > loss_mel: 18.492603302001953 (19.132143630078566) | > loss_duration: 2.115213394165039 (2.066893747572362) | > loss_1: 32.613739013671875 (32.862474971974414) | > grad_norm_1: tensor(415.0555, device='cuda:0') (tensor(186.8807, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3878 (0.3619037055404934) | > loader_time: 0.0045 (0.0035639458154080182)  --> TIME: 2024-06-11 00:26:43 -- STEP: 194/330 -- GLOBAL_STEP: 159475 | > loss_disc: 2.308610439300537 (2.307542137263976) | > loss_disc_real_0: 0.09091345965862274 (0.11744012672108473) | > loss_disc_real_1: 0.17441461980342865 (0.20099910287205705) | > loss_disc_real_2: 0.20300963521003723 (0.21495231194901712) | > loss_disc_real_3: 0.23633535206317902 (0.2252009963405501) | > loss_disc_real_4: 0.2094493806362152 (0.21962912757064879) | > loss_disc_real_5: 0.20008693635463715 (0.21247390150716625) | > loss_0: 2.308610439300537 (2.307542137263976) | > grad_norm_0: tensor(27.1588, device='cuda:0') (tensor(19.1193, device='cuda:0')) | > loss_gen: 2.4785563945770264 (2.5687608042943113) | > loss_kl: 1.809051513671875 (1.7572476661082395) | > loss_feat: 7.2898993492126465 (7.372704736965218) | > loss_mel: 19.345853805541992 (19.100124693408453) | > loss_duration: 2.0745482444763184 (2.072730434924057) | > loss_1: 32.99790954589844 (32.87156843401724) | > grad_norm_1: tensor(245.1515, device='cuda:0') (tensor(207.9915, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3913 (0.3647083216106769) | > loader_time: 0.0045 (0.0037060189492923697)  --> TIME: 2024-06-11 00:26:53 -- STEP: 219/330 -- GLOBAL_STEP: 159500 | > loss_disc: 2.335756540298462 (2.3058459475704534) | > loss_disc_real_0: 0.1234564408659935 (0.11767160756402908) | > loss_disc_real_1: 0.1934448927640915 (0.2008326429210297) | > loss_disc_real_2: 0.21699494123458862 (0.21485152003699787) | > loss_disc_real_3: 0.22739389538764954 (0.22520389554163092) | > loss_disc_real_4: 0.23885731399059296 (0.21925170508693886) | > loss_disc_real_5: 0.23411017656326294 (0.21219274354035453) | > loss_0: 2.335756540298462 (2.3058459475704534) | > grad_norm_0: tensor(37.2491, device='cuda:0') (tensor(21.9483, device='cuda:0')) | > loss_gen: 2.762023448944092 (2.5746368175227903) | > loss_kl: 1.760752558708191 (1.7600661592396427) | > loss_feat: 7.6568803787231445 (7.396575148247148) | > loss_mel: 19.06041717529297 (19.070813941084634) | > loss_duration: 2.1416285037994385 (2.078721094893538) | > loss_1: 33.3817024230957 (32.880813258967976) | > grad_norm_1: tensor(589.4496, device='cuda:0') (tensor(229.6979, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.3856 (0.3679187776835542) | > loader_time: 0.0049 (0.003842749007760662) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_159500.pth  --> TIME: 2024-06-11 00:27:08 -- STEP: 244/330 -- GLOBAL_STEP: 159525 | > loss_disc: 2.419522285461426 (2.3073925796102315) | > loss_disc_real_0: 0.15231233835220337 (0.11976486189504627) | > loss_disc_real_1: 0.21613211929798126 (0.20099841210930075) | > loss_disc_real_2: 0.1808396577835083 (0.21475222181589876) | > loss_disc_real_3: 0.21454142034053802 (0.22457926244032186) | > loss_disc_real_4: 0.21461284160614014 (0.21987880937388685) | > loss_disc_real_5: 0.21698951721191406 (0.21238375204752702) | > loss_0: 2.419522285461426 (2.3073925796102315) | > grad_norm_0: tensor(19.8873, device='cuda:0') (tensor(23.5979, device='cuda:0')) | > loss_gen: 2.49273419380188 (2.583184799209971) | > loss_kl: 1.613706111907959 (1.7581991704761004) | > loss_feat: 6.702256202697754 (7.417120339440518) | > loss_mel: 17.88922119140625 (19.024858646705507) | > loss_duration: 2.098782539367676 (2.086192392423506) | > loss_1: 30.79669952392578 (32.86955544987662) | > grad_norm_1: tensor(385.9042, device='cuda:0') (tensor(239.3521, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.4185 (0.3725562867571096) | > loader_time: 0.0053 (0.003996818769173544)  --> TIME: 2024-06-11 00:27:19 -- STEP: 269/330 -- GLOBAL_STEP: 159550 | > loss_disc: 2.2578928470611572 (2.310416638186431) | > loss_disc_real_0: 0.17007160186767578 (0.12090088373057017) | > loss_disc_real_1: 0.1994200199842453 (0.20091981338302442) | > loss_disc_real_2: 0.22599437832832336 (0.21481598171381258) | > loss_disc_real_3: 0.20889751613140106 (0.22465015909042502) | > loss_disc_real_4: 0.20998327434062958 (0.21979171497449557) | > loss_disc_real_5: 0.22753114998340607 (0.2128212630859538) | > loss_0: 2.2578928470611572 (2.310416638186431) | > grad_norm_0: tensor(40.1018, device='cuda:0') (tensor(25.8420, device='cuda:0')) | > loss_gen: 2.8128623962402344 (2.581088384287952) | > loss_kl: 1.7218459844589233 (1.7531737434819727) | > loss_feat: 7.982582092285156 (7.424275983221912) | > loss_mel: 19.296194076538086 (19.005259354318387) | > loss_duration: 2.180206298828125 (2.0931788682937635) | > loss_1: 33.993690490722656 (32.85697643464381) | > grad_norm_1: tensor(533.6439, device='cuda:0') (tensor(255.9718, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.439 (0.3779382377752141) | > loader_time: 0.0064 (0.00417808617801028)  --> TIME: 2024-06-11 00:27:30 -- STEP: 294/330 -- GLOBAL_STEP: 159575 | > loss_disc: 2.26406192779541 (2.307554099024559) | > loss_disc_real_0: 0.14357027411460876 (0.1206771532314367) | > loss_disc_real_1: 0.19077956676483154 (0.2008676206072172) | > loss_disc_real_2: 0.22308248281478882 (0.21452955820528016) | > loss_disc_real_3: 0.23384271562099457 (0.2244216305058019) | > loss_disc_real_4: 0.20817875862121582 (0.21957222590235626) | > loss_disc_real_5: 0.1885405331850052 (0.21257286397170053) | > loss_0: 2.26406192779541 (2.307554099024559) | > grad_norm_0: tensor(22.3069, device='cuda:0') (tensor(26.1491, device='cuda:0')) | > loss_gen: 2.6176552772521973 (2.579266743595098) | > loss_kl: 1.682924747467041 (1.749903190703619) | > loss_feat: 7.845576763153076 (7.441126541215546) | > loss_mel: 18.60614013671875 (18.95927752929479) | > loss_duration: 2.230182409286499 (2.1017402933568383) | > loss_1: 32.982479095458984 (32.83131439183031) | > grad_norm_1: tensor(353.9919, device='cuda:0') (tensor(266.2951, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.4461 (0.3840578015969724) | > loader_time: 0.0066 (0.004361972516896774)  --> TIME: 2024-06-11 00:27:43 -- STEP: 319/330 -- GLOBAL_STEP: 159600 | > loss_disc: 2.289682149887085 (2.3115146750566735) | > loss_disc_real_0: 0.12898403406143188 (0.12135463568811132) | > loss_disc_real_1: 0.15397609770298004 (0.20124302944606384) | > loss_disc_real_2: 0.20232133567333221 (0.21488865163632695) | > loss_disc_real_3: 0.24571579694747925 (0.22468395727368362) | > loss_disc_real_4: 0.23596948385238647 (0.21996874462661326) | > loss_disc_real_5: 0.22059305012226105 (0.21276244628578897) | > loss_0: 2.289682149887085 (2.3115146750566735) | > grad_norm_0: tensor(17.3268, device='cuda:0') (tensor(25.9178, device='cuda:0')) | > loss_gen: 2.58286714553833 (2.5757615267296217) | > loss_kl: 1.7182410955429077 (1.7485277944224007) | > loss_feat: 9.983943939208984 (7.470577144323845) | > loss_mel: 19.002180099487305 (18.92080338696327) | > loss_duration: 2.277836799621582 (2.1142717091641092) | > loss_1: 35.565067291259766 (32.829941638958466) | > grad_norm_1: tensor(137.0930, device='cuda:0') (tensor(265.5558, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.5579 (0.39461813451354405) | > loader_time: 0.0085 (0.004633154614965743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.512162685394287 (2.512162685394287) | > loss_disc_real_0: 0.16619910299777985 (0.16619910299777985) | > loss_disc_real_1: 0.26036569476127625 (0.26036569476127625) | > loss_disc_real_2: 0.21431665122509003 (0.21431665122509003) | > loss_disc_real_3: 0.2417880892753601 (0.2417880892753601) | > loss_disc_real_4: 0.2277425229549408 (0.2277425229549408) | > loss_disc_real_5: 0.22835369408130646 (0.22835369408130646) | > loss_0: 2.512162685394287 (2.512162685394287) | > loss_gen: 2.4756133556365967 (2.4756133556365967) | > loss_kl: 1.8982359170913696 (1.8982359170913696) | > loss_feat: 6.0683770179748535 (6.0683770179748535) | > loss_mel: 15.888282775878906 (15.888282775878906) | > loss_duration: 2.8208158016204834 (2.8208158016204834) | > loss_1: 29.151325225830078 (29.151325225830078)  --> STEP: 1 | > loss_disc: 2.5756399631500244 (2.5756399631500244) | > loss_disc_real_0: 0.11614582687616348 (0.11614582687616348) | > loss_disc_real_1: 0.12487512826919556 (0.12487512826919556) | > loss_disc_real_2: 0.24114401638507843 (0.24114401638507843) | > loss_disc_real_3: 0.2749287486076355 (0.2749287486076355) | > loss_disc_real_4: 0.2739124298095703 (0.2739124298095703) | > loss_disc_real_5: 0.3544920086860657 (0.3544920086860657) | > loss_0: 2.5756399631500244 (2.5756399631500244) | > loss_gen: 2.3168320655822754 (2.3168320655822754) | > loss_kl: 1.865229606628418 (1.865229606628418) | > loss_feat: 6.289773464202881 (6.289773464202881) | > loss_mel: 20.378665924072266 (20.378665924072266) | > loss_duration: 2.3708608150482178 (2.3708608150482178) | > loss_1: 33.22135925292969 (33.22135925292969)  --> STEP: 2 | > loss_disc: 2.546034097671509 (2.5608370304107666) | > loss_disc_real_0: 0.11429844796657562 (0.11522213742136955) | > loss_disc_real_1: 0.2926483154296875 (0.20876172184944153) | > loss_disc_real_2: 0.2484474629163742 (0.24479573965072632) | > loss_disc_real_3: 0.2443164587020874 (0.25962260365486145) | > loss_disc_real_4: 0.2758882939815521 (0.2749003618955612) | > loss_disc_real_5: 0.30140525102615356 (0.3279486298561096) | > loss_0: 2.546034097671509 (2.5608370304107666) | > loss_gen: 2.5177555084228516 (2.4172937870025635) | > loss_kl: 2.2097795009613037 (2.037504553794861) | > loss_feat: 5.559815883636475 (5.924794673919678) | > loss_mel: 20.783164978027344 (20.580915451049805) | > loss_duration: 2.436305046081543 (2.4035829305648804) | > loss_1: 33.50682067871094 (33.36408996582031)  --> STEP: 3 | > loss_disc: 2.35113787651062 (2.4909373124440513) | > loss_disc_real_0: 0.06889037787914276 (0.09977821757396062) | > loss_disc_real_1: 0.21182982623577118 (0.20978442331155142) | > loss_disc_real_2: 0.2067219316959381 (0.2321044703324636) | > loss_disc_real_3: 0.2868093252182007 (0.26868484417597455) | > loss_disc_real_4: 0.26436877250671387 (0.27138983209927875) | > loss_disc_real_5: 0.29792216420173645 (0.31793980797131854) | > loss_0: 2.35113787651062 (2.4909373124440513) | > loss_gen: 2.424041748046875 (2.4195431073506675) | > loss_kl: 2.3660240173339844 (2.1470110416412354) | > loss_feat: 6.707829475402832 (6.1858062744140625) | > loss_mel: 20.929481506347656 (20.69710413614909) | > loss_duration: 2.2605514526367188 (2.355905771255493) | > loss_1: 34.68792724609375 (33.80536905924479)  --> STEP: 4 | > loss_disc: 2.5846426486968994 (2.514363646507263) | > loss_disc_real_0: 0.05843064934015274 (0.08944132551550865) | > loss_disc_real_1: 0.29340898990631104 (0.23069056496024132) | > loss_disc_real_2: 0.16809073090553284 (0.2161010354757309) | > loss_disc_real_3: 0.2582206130027771 (0.26606878638267517) | > loss_disc_real_4: 0.18489111959934235 (0.24976515397429466) | > loss_disc_real_5: 0.20125499367713928 (0.28876860439777374) | > loss_0: 2.5846426486968994 (2.514363646507263) | > loss_gen: 2.0768234729766846 (2.3338631987571716) | > loss_kl: 2.763256788253784 (2.3010724782943726) | > loss_feat: 6.522704601287842 (6.270030856132507) | > loss_mel: 21.163143157958984 (20.813613891601562) | > loss_duration: 2.2552905082702637 (2.330751955509186) | > loss_1: 34.781219482421875 (34.04933166503906)  --> STEP: 5 | > loss_disc: 2.464237928390503 (2.504338502883911) | > loss_disc_real_0: 0.1504821479320526 (0.10164948999881744) | > loss_disc_real_1: 0.22674037516117096 (0.22990052700042723) | > loss_disc_real_2: 0.24343378841876984 (0.22156758606433868) | > loss_disc_real_3: 0.24893875420093536 (0.26264277994632723) | > loss_disc_real_4: 0.28450724482536316 (0.25671357214450835) | > loss_disc_real_5: 0.23774755001068115 (0.2785643935203552) | > loss_0: 2.464237928390503 (2.504338502883911) | > loss_gen: 2.5145463943481445 (2.3699998378753664) | > loss_kl: 1.9599202871322632 (2.232842040061951) | > loss_feat: 5.129668712615967 (6.041958427429199) | > loss_mel: 19.837675094604492 (20.61842613220215) | > loss_duration: 2.3625643253326416 (2.337114429473877) | > loss_1: 31.80437469482422 (33.60034027099609)  --> STEP: 6 | > loss_disc: 2.5685577392578125 (2.515041708946228) | > loss_disc_real_0: 0.13229680061340332 (0.10675737510124843) | > loss_disc_real_1: 0.2869865894317627 (0.23941487073898315) | > loss_disc_real_2: 0.3103245496749878 (0.2363604133327802) | > loss_disc_real_3: 0.26945093274116516 (0.2637774720788002) | > loss_disc_real_4: 0.211089625954628 (0.24910958111286163) | > loss_disc_real_5: 0.14739418029785156 (0.2567026913166046) | > loss_0: 2.5685577392578125 (2.515041708946228) | > loss_gen: 2.3543620109558105 (2.3673935333887735) | > loss_kl: 2.087500810623169 (2.2086185018221536) | > loss_feat: 5.396271705627441 (5.934343973795573) | > loss_mel: 20.35259437561035 (20.574120839436848) | > loss_duration: 2.1366419792175293 (2.3037023544311523) | > loss_1: 32.327369689941406 (33.38817850748698)  --> STEP: 7 | > loss_disc: 2.4332759380340576 (2.5033608845302036) | > loss_disc_real_0: 0.1396634578704834 (0.11145824406828199) | > loss_disc_real_1: 0.28976762294769287 (0.2466081210545131) | > loss_disc_real_2: 0.25277137756347656 (0.23870483679430826) | > loss_disc_real_3: 0.28229713439941406 (0.26642313812460217) | > loss_disc_real_4: 0.29731956124305725 (0.255996721131461) | > loss_disc_real_5: 0.23948751389980316 (0.25424338025706156) | > loss_0: 2.4332759380340576 (2.5033608845302036) | > loss_gen: 2.5974934101104736 (2.4002649443490163) | > loss_kl: 3.7578351497650146 (2.429935165813991) | > loss_feat: 6.463609218597412 (6.00995329448155) | > loss_mel: 20.5272159576416 (20.567420142037527) | > loss_duration: 2.4511022567749023 (2.3247594833374023) | > loss_1: 35.79725646972656 (33.73233250209263)  --> STEP: 8 | > loss_disc: 2.67461895942688 (2.524768143892288) | > loss_disc_real_0: 0.2874974012374878 (0.13346313871443272) | > loss_disc_real_1: 0.39014574885368347 (0.2645503245294094) | > loss_disc_real_2: 0.2034991830587387 (0.23430413007736206) | > loss_disc_real_3: 0.229365736246109 (0.26179096288979053) | > loss_disc_real_4: 0.24496500194072723 (0.2546177562326193) | > loss_disc_real_5: 0.2610302269458771 (0.2550917360931635) | > loss_0: 2.67461895942688 (2.524768143892288) | > loss_gen: 2.7012624740600586 (2.4378896355628967) | > loss_kl: 2.0755960941314697 (2.385642781853676) | > loss_feat: 11.112828254699707 (6.64781266450882) | > loss_mel: 21.73054313659668 (20.712810516357422) | > loss_duration: 2.1618213653564453 (2.3043922185897827) | > loss_1: 39.78205108642578 (34.48854732513428)  --> STEP: 9 | > loss_disc: 2.2103042602539062 (2.4898277123769126) | > loss_disc_real_0: 0.0681687444448471 (0.1262082060178121) | > loss_disc_real_1: 0.22217397391796112 (0.25984184112813735) | > loss_disc_real_2: 0.17076316475868225 (0.22724402281973097) | > loss_disc_real_3: 0.19799883663654327 (0.25470294886165196) | > loss_disc_real_4: 0.24436773359775543 (0.25347886482874554) | > loss_disc_real_5: 0.28707125782966614 (0.25864501628610825) | > loss_0: 2.2103042602539062 (2.4898277123769126) | > loss_gen: 2.6604416370391846 (2.4626176357269287) | > loss_kl: 2.4770796298980713 (2.3958024316363864) | > loss_feat: 9.385320663452148 (6.951980219946967) | > loss_mel: 19.62823486328125 (20.592302110460068) | > loss_duration: 2.1406867504119873 (2.286202722125583) | > loss_1: 36.29176330566406 (34.68890465630425)  --> STEP: 10 | > loss_disc: 2.5432958602905273 (2.495174527168274) | > loss_disc_real_0: 0.1010306254029274 (0.12369044795632363) | > loss_disc_real_1: 0.27257034182548523 (0.2611146911978722) | > loss_disc_real_2: 0.25782909989356995 (0.23030253052711486) | > loss_disc_real_3: 0.2691846787929535 (0.2561511218547821) | > loss_disc_real_4: 0.2702450156211853 (0.2551554799079895) | > loss_disc_real_5: 0.20936791598796844 (0.25371730625629424) | > loss_0: 2.5432958602905273 (2.495174527168274) | > loss_gen: 2.161505699157715 (2.4325064420700073) | > loss_kl: 2.074639081954956 (2.3636860966682436) | > loss_feat: 4.57515811920166 (6.7142980098724365) | > loss_mel: 17.738327026367188 (20.306904602050782) | > loss_duration: 2.3361189365386963 (2.2911943435668944) | > loss_1: 28.8857479095459 (34.108588981628415)  --> STEP: 11 | > loss_disc: 2.6663975715637207 (2.5107402584769507) | > loss_disc_real_0: 0.17818380892276764 (0.12864438986236398) | > loss_disc_real_1: 0.2547595798969269 (0.26053695380687714) | > loss_disc_real_2: 0.2691303789615631 (0.23383233493024652) | > loss_disc_real_3: 0.254406213760376 (0.2559924938461997) | > loss_disc_real_4: 0.2675369381904602 (0.25628106702457776) | > loss_disc_real_5: 0.3427237570285797 (0.2618088017810475) | > loss_0: 2.6663975715637207 (2.5107402584769507) | > loss_gen: 2.2763473987579346 (2.4183101654052734) | > loss_kl: 2.3201191425323486 (2.3597254644740713) | > loss_feat: 5.069426536560059 (6.5647642395713115) | > loss_mel: 14.60997200012207 (19.789001638239082) | > loss_duration: 2.4377222061157227 (2.3045150583440606) | > loss_1: 26.71358871459961 (33.436316230080344)  --> STEP: 12 | > loss_disc: 2.3400049209594727 (2.4965123136838274) | > loss_disc_real_0: 0.09647926688194275 (0.1259639629473289) | > loss_disc_real_1: 0.3635677397251129 (0.2691228526333968) | > loss_disc_real_2: 0.2593625485897064 (0.2359598527352015) | > loss_disc_real_3: 0.22531245648860931 (0.25343582406640053) | > loss_disc_real_4: 0.16849853098392487 (0.24896585568785667) | > loss_disc_real_5: 0.1955576241016388 (0.2562878703077634) | > loss_0: 2.3400049209594727 (2.4965123136838274) | > loss_gen: 2.529966354370117 (2.4276148478190103) | > loss_kl: 2.244382619857788 (2.3501135607560477) | > loss_feat: 6.683600425720215 (6.57466725508372) | > loss_mel: 18.530790328979492 (19.684150695800785) | > loss_duration: 2.2172505855560303 (2.2972430189450583) | > loss_1: 32.205989837646484 (33.333789030710854)  --> STEP: 13 | > loss_disc: 2.2919559478759766 (2.4807772086216855) | > loss_disc_real_0: 0.07512301206588745 (0.12205312057183339) | > loss_disc_real_1: 0.21418511867523193 (0.26489687309815335) | > loss_disc_real_2: 0.18592029809951782 (0.23211065622476432) | > loss_disc_real_3: 0.2317321002483368 (0.2517663068496264) | > loss_disc_real_4: 0.2377648651599884 (0.24810424103186682) | > loss_disc_real_5: 0.24164636433124542 (0.255161600617262) | > loss_0: 2.2919559478759766 (2.4807772086216855) | > loss_gen: 2.2313055992126465 (2.4125141363877516) | > loss_kl: 2.4385180473327637 (2.3569139058773336) | > loss_feat: 5.846342086791992 (6.518642242138203) | > loss_mel: 17.596710205078125 (19.52357835036058) | > loss_duration: 2.179813861846924 (2.288210006860586) | > loss_1: 30.29269027709961 (33.09985835735615)  --> STEP: 14 | > loss_disc: 2.4256181716918945 (2.4768372774124146) | > loss_disc_real_0: 0.12440677732229233 (0.12222123891115189) | > loss_disc_real_1: 0.25383418798446655 (0.2641066813043186) | > loss_disc_real_2: 0.19181224703788757 (0.2292321984257017) | > loss_disc_real_3: 0.24468150734901428 (0.2512602497424398) | > loss_disc_real_4: 0.17023475468158722 (0.2425421348639897) | > loss_disc_real_5: 0.12918663024902344 (0.2461633884481021) | > loss_0: 2.4256181716918945 (2.4768372774124146) | > loss_gen: 2.319279909133911 (2.405854548726763) | > loss_kl: 2.8372273445129395 (2.3912220086370195) | > loss_feat: 8.519124984741211 (6.661533866609846) | > loss_mel: 19.91267204284668 (19.55137075696673) | > loss_duration: 2.329848527908325 (2.291184186935425) | > loss_1: 35.91815185546875 (33.30116503579276)  --> STEP: 15 | > loss_disc: 2.5957441329956055 (2.484764401117961) | > loss_disc_real_0: 0.1676374077796936 (0.125248983502388) | > loss_disc_real_1: 0.35789796710014343 (0.27035943369070686) | > loss_disc_real_2: 0.20757938921451569 (0.22778867781162263) | > loss_disc_real_3: 0.3003896474838257 (0.25453554292519887) | > loss_disc_real_4: 0.2421049177646637 (0.24251298705736796) | > loss_disc_real_5: 0.27495285868644714 (0.24808268646399176) | > loss_0: 2.5957441329956055 (2.484764401117961) | > loss_gen: 2.622492790222168 (2.42029709815979) | > loss_kl: 2.768030881881714 (2.416342600186666) | > loss_feat: 8.166776657104492 (6.761883385976156) | > loss_mel: 19.1683349609375 (19.52583503723145) | > loss_duration: 2.3426930904388428 (2.2946181138356527) | > loss_1: 35.068328857421875 (33.41897595723471)  --> STEP: 16 | > loss_disc: 2.4238715171813965 (2.4809585958719254) | > loss_disc_real_0: 0.13185524940490723 (0.12566187512129545) | > loss_disc_real_1: 0.3126901090145111 (0.27300510089844465) | > loss_disc_real_2: 0.21748259663581848 (0.22714454773813486) | > loss_disc_real_3: 0.24880321323871613 (0.2541772723197937) | > loss_disc_real_4: 0.239198237657547 (0.24230581521987915) | > loss_disc_real_5: 0.2815355062484741 (0.25017348770052195) | > loss_0: 2.4238715171813965 (2.4809585958719254) | > loss_gen: 2.730713129043579 (2.439698100090027) | > loss_kl: 1.6203454732894897 (2.3665927797555923) | > loss_feat: 9.150668144226074 (6.9111824333667755) | > loss_mel: 19.00014305114746 (19.4929792881012) | > loss_duration: 2.3600754737854004 (2.298709198832512) | > loss_1: 34.86194610595703 (33.50916159152985)  --> STEP: 17 | > loss_disc: 2.6118412017822266 (2.4886575726901783) | > loss_disc_real_0: 0.09257455170154572 (0.12371556197895724) | > loss_disc_real_1: 0.3065565228462219 (0.27497871395419626) | > loss_disc_real_2: 0.2447473257780075 (0.22818000526989207) | > loss_disc_real_3: 0.2642580270767212 (0.2547702578937306) | > loss_disc_real_4: 0.2892507016658783 (0.24506727912846735) | > loss_disc_real_5: 0.33016064763069153 (0.2548786147552378) | > loss_0: 2.6118412017822266 (2.4886575726901783) | > loss_gen: 2.477245330810547 (2.4419067607206455) | > loss_kl: 1.5206108093261719 (2.316829134436215) | > loss_feat: 6.005931377410889 (6.8579323712517235) | > loss_mel: 18.19670295715332 (19.416727739221912) | > loss_duration: 2.384467601776123 (2.3037538107703712) | > loss_1: 30.584959030151367 (33.337149676154645)  --> STEP: 18 | > loss_disc: 2.2412261962890625 (2.4749113851123385) | > loss_disc_real_0: 0.2035960555076599 (0.12815336717499626) | > loss_disc_real_1: 0.2581172585487366 (0.2740419664316707) | > loss_disc_real_2: 0.17240016162395477 (0.22508112506734002) | > loss_disc_real_3: 0.21214841306209564 (0.25240237762530643) | > loss_disc_real_4: 0.18609432876110077 (0.2417910041080581) | > loss_disc_real_5: 0.1968759149312973 (0.25165624254279667) | > loss_0: 2.2412261962890625 (2.4749113851123385) | > loss_gen: 2.6631906032562256 (2.4542003075281777) | > loss_kl: 2.82892107963562 (2.345278686947293) | > loss_feat: 10.26718521118164 (7.047335306803386) | > loss_mel: 19.62492561340332 (19.428294287787548) | > loss_duration: 2.2405545711517334 (2.3002427419026694) | > loss_1: 37.62477493286133 (33.57535107930502)  --> STEP: 19 | > loss_disc: 2.458125591278076 (2.4740279222789563) | > loss_disc_real_0: 0.14462780952453613 (0.12902044308812996) | > loss_disc_real_1: 0.26236823201179504 (0.2734275593569404) | > loss_disc_real_2: 0.17789441347122192 (0.2225976139307022) | > loss_disc_real_3: 0.32387322187423706 (0.2561640010068291) | > loss_disc_real_4: 0.2722685635089874 (0.2433950861817912) | > loss_disc_real_5: 0.20958445966243744 (0.2494419381806725) | > loss_0: 2.458125591278076 (2.4740279222789563) | > loss_gen: 2.3644003868103027 (2.4494739959114478) | > loss_kl: 1.6026889085769653 (2.306195014401486) | > loss_feat: 4.9991679191589355 (6.939537023243151) | > loss_mel: 18.59846305847168 (19.384618959928815) | > loss_duration: 2.2814853191375732 (2.299255509125559) | > loss_1: 29.84620475769043 (33.37908022027268)  --> STEP: 20 | > loss_disc: 2.7301106452941895 (2.486832058429718) | > loss_disc_real_0: 0.10138048231601715 (0.12763844504952432) | > loss_disc_real_1: 0.22200371325016022 (0.27085636705160143) | > loss_disc_real_2: 0.24411849677562714 (0.22367365807294845) | > loss_disc_real_3: 0.2596761882305145 (0.2563396103680134) | > loss_disc_real_4: 0.2579866051673889 (0.2441246621310711) | > loss_disc_real_5: 0.3259330689907074 (0.25326649472117424) | > loss_0: 2.7301106452941895 (2.486832058429718) | > loss_gen: 2.0517287254333496 (2.4295867323875426) | > loss_kl: 1.836716890335083 (2.282721108198166) | > loss_feat: 4.598576545715332 (6.82248899936676) | > loss_mel: 18.718608856201172 (19.351318454742433) | > loss_duration: 2.2994885444641113 (2.2992671608924864) | > loss_1: 29.50511932373047 (33.18538217544557)  --> STEP: 21 | > loss_disc: 2.202003002166748 (2.4732687700362432) | > loss_disc_real_0: 0.15055908262729645 (0.12872990398179918) | > loss_disc_real_1: 0.26920709013938904 (0.27077783005578177) | > loss_disc_real_2: 0.21330994367599487 (0.2231801478635697) | > loss_disc_real_3: 0.2654964327812195 (0.256775649530547) | > loss_disc_real_4: 0.18734130263328552 (0.24142069263117655) | > loss_disc_real_5: 0.15122070908546448 (0.24840717159566425) | > loss_0: 2.202003002166748 (2.4732687700362432) | > loss_gen: 2.765778064727783 (2.445595843451364) | > loss_kl: 1.7907413244247437 (2.2592934994470504) | > loss_feat: 7.169430255889893 (6.839010011582148) | > loss_mel: 18.162668228149414 (19.294716062999907) | > loss_duration: 2.1713457107543945 (2.293175663266863) | > loss_1: 32.05996322631836 (33.1317907969157)  --> STEP: 22 | > loss_disc: 2.319924831390381 (2.4662985910068858) | > loss_disc_real_0: 0.0996369794011116 (0.12740749831904064) | > loss_disc_real_1: 0.32050731778144836 (0.27303826131603937) | > loss_disc_real_2: 0.15206636488437653 (0.2199477031826973) | > loss_disc_real_3: 0.23477624356746674 (0.25577567653222516) | > loss_disc_real_4: 0.1766202300786972 (0.23847521706060928) | > loss_disc_real_5: 0.18158920109272003 (0.2453699911182577) | > loss_0: 2.319924831390381 (2.4662985910068858) | > loss_gen: 2.291476011276245 (2.438590396534313) | > loss_kl: 2.3183627128601074 (2.2619784636930986) | > loss_feat: 7.115212917327881 (6.851564689116045) | > loss_mel: 17.916091918945312 (19.232051329179242) | > loss_duration: 2.128840923309326 (2.285705902359702) | > loss_1: 31.769983291625977 (33.06989045576617)  --> STEP: 23 | > loss_disc: 2.3655056953430176 (2.4619162911954136) | > loss_disc_real_0: 0.12387780845165253 (0.1272540335421977) | > loss_disc_real_1: 0.28028854727745056 (0.27335349114044855) | > loss_disc_real_2: 0.1622898280620575 (0.2174408390470173) | > loss_disc_real_3: 0.24005289375782013 (0.25509207728116406) | > loss_disc_real_4: 0.2271028459072113 (0.23798076614089633) | > loss_disc_real_5: 0.20160962641239166 (0.24346736656582874) | > loss_0: 2.3655056953430176 (2.4619162911954136) | > loss_gen: 2.33618426322937 (2.434137955955837) | > loss_kl: 2.398022413253784 (2.267893418021824) | > loss_feat: 5.751924514770508 (6.803754246753195) | > loss_mel: 16.26332664489746 (19.10297634290612) | > loss_duration: 2.278008460998535 (2.285371230996173) | > loss_1: 29.0274658203125 (32.89413286292036)  --> STEP: 24 | > loss_disc: 2.033460855484009 (2.444063981374105) | > loss_disc_real_0: 0.1143871322274208 (0.12671791265408197) | > loss_disc_real_1: 0.223771870136261 (0.27128759026527405) | > loss_disc_real_2: 0.11057712137699127 (0.21298818414409956) | > loss_disc_real_3: 0.21926671266555786 (0.2535993537555138) | > loss_disc_real_4: 0.1540086716413498 (0.2344819288700819) | > loss_disc_real_5: 0.1195392981171608 (0.23830369704713425) | > loss_0: 2.033460855484009 (2.444063981374105) | > loss_gen: 2.51653790473938 (2.4375712871551514) | > loss_kl: 2.076305627822876 (2.259910593430201) | > loss_feat: 10.05103874206543 (6.939057767391205) | > loss_mel: 19.39542007446289 (19.115161498387653) | > loss_duration: 2.4148969650268555 (2.2907681365807844) | > loss_1: 36.454200744628906 (33.04246902465821)  --> STEP: 25 | > loss_disc: 2.625046491622925 (2.4513032817840577) | > loss_disc_real_0: 0.09958059340715408 (0.12563241988420487) | > loss_disc_real_1: 0.3937208652496338 (0.27618492126464844) | > loss_disc_real_2: 0.1856243908405304 (0.2118936324119568) | > loss_disc_real_3: 0.2696670889854431 (0.254242063164711) | > loss_disc_real_4: 0.2563488185405731 (0.23535660445690154) | > loss_disc_real_5: 0.23679760098457336 (0.2382434532046318) | > loss_0: 2.625046491622925 (2.4513032817840577) | > loss_gen: 2.157686710357666 (2.426375904083252) | > loss_kl: 2.8015530109405518 (2.2815762901306154) | > loss_feat: 4.514028549194336 (6.84205659866333) | > loss_mel: 17.492202758789062 (19.050243148803713) | > loss_duration: 2.292816638946533 (2.2908500766754143) | > loss_1: 29.25828742980957 (32.89110176086427)  --> STEP: 26 | > loss_disc: 2.3906373977661133 (2.448969978552598) | > loss_disc_real_0: 0.19983918964862823 (0.12848652641360575) | > loss_disc_real_1: 0.2537911832332611 (0.2753236236480566) | > loss_disc_real_2: 0.24328935146331787 (0.21310116006777838) | > loss_disc_real_3: 0.3130286931991577 (0.2565030873968051) | > loss_disc_real_4: 0.25556910037994385 (0.23613400814624932) | > loss_disc_real_5: 0.22281913459300995 (0.23765021018110788) | > loss_0: 2.3906373977661133 (2.448969978552598) | > loss_gen: 3.008384943008423 (2.4487608671188354) | > loss_kl: 1.966355800628662 (2.2694524251497707) | > loss_feat: 10.060574531555176 (6.965845749928401) | > loss_mel: 19.26868438720703 (19.05864473489615) | > loss_duration: 2.274885416030884 (2.2902360512660094) | > loss_1: 36.578887939453125 (33.03293969080999) --> EVAL PERFORMANCE | > avg_loader_time: 0.002330514100881723 (-2.104502457838872e-05) | > avg_loss_disc: 2.448969978552598 (+0.16258327777569015) | > avg_loss_disc_real_0: 0.12848652641360575 (-0.007215653044673087) | > avg_loss_disc_real_1: 0.2753236236480566 (+0.08158642941942582) | > avg_loss_disc_real_2: 0.21310116006777838 (+0.009688878861757427) | > avg_loss_disc_real_3: 0.2565030873968051 (+0.01242819543068227) | > avg_loss_disc_real_4: 0.23613400814624932 (+0.021039182176956744) | > avg_loss_disc_real_5: 0.23765021018110788 (+0.02796900358337623) | > avg_loss_0: 2.448969978552598 (+0.16258327777569015) | > avg_loss_gen: 2.4487608671188354 (-0.05205155794437122) | > avg_loss_kl: 2.2694524251497707 (+0.032706897992353934) | > avg_loss_feat: 6.965845749928401 (-0.4235558876624479) | > avg_loss_mel: 19.05864473489615 (-0.260731550363392) | > avg_loss_duration: 2.2902360512660094 (+0.013720906697786805) | > avg_loss_1: 33.03293969080999 (-0.6899113288292469)  > EPOCH: 217/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:28:09)   --> TIME: 2024-06-11 00:28:15 -- STEP: 14/330 -- GLOBAL_STEP: 159625 | > loss_disc: 2.2755250930786133 (2.3358193806239536) | > loss_disc_real_0: 0.10876878350973129 (0.10903453028627805) | > loss_disc_real_1: 0.204438716173172 (0.21113459659474237) | > loss_disc_real_2: 0.2646840810775757 (0.21960628351994924) | > loss_disc_real_3: 0.2027398645877838 (0.2222562985760825) | > loss_disc_real_4: 0.18268534541130066 (0.21790629944631032) | > loss_disc_real_5: 0.1683068722486496 (0.2157349352325712) | > loss_0: 2.2755250930786133 (2.3358193806239536) | > grad_norm_0: tensor(11.5893, device='cuda:0') (tensor(10.5419, device='cuda:0')) | > loss_gen: 2.5007436275482178 (2.4907953398568288) | > loss_kl: 1.7249490022659302 (1.740235379764012) | > loss_feat: 7.506778240203857 (6.86057802609035) | > loss_mel: 18.810457229614258 (19.249364171709335) | > loss_duration: 2.0940091609954834 (2.1877980232238774) | > loss_1: 32.63693618774414 (32.528770855494905) | > grad_norm_1: tensor(99.9879, device='cuda:0') (tensor(112.7825, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3406 (0.34337430340903147) | > loader_time: 0.0033 (0.003182462283543178)  --> TIME: 2024-06-11 00:28:24 -- STEP: 39/330 -- GLOBAL_STEP: 159650 | > loss_disc: 2.1989927291870117 (2.3105827355996156) | > loss_disc_real_0: 0.12254854291677475 (0.11053861180941264) | > loss_disc_real_1: 0.1776660978794098 (0.2033613370015071) | > loss_disc_real_2: 0.14422354102134705 (0.21351213829639631) | > loss_disc_real_3: 0.19793306291103363 (0.22489637021835035) | > loss_disc_real_4: 0.17838643491268158 (0.22009843129378098) | > loss_disc_real_5: 0.17208896577358246 (0.215085839231809) | > loss_0: 2.1989927291870117 (2.3105827355996156) | > grad_norm_0: tensor(8.8225, device='cuda:0') (tensor(9.7595, device='cuda:0')) | > loss_gen: 2.5838112831115723 (2.515394681539291) | > loss_kl: 1.7070022821426392 (1.7584816370254908) | > loss_feat: 8.570403099060059 (7.089032955658742) | > loss_mel: 18.931713104248047 (19.206776985755333) | > loss_duration: 2.0595269203186035 (2.1026869370387167) | > loss_1: 33.852455139160156 (32.6723729647123) | > grad_norm_1: tensor(111.9678, device='cuda:0') (tensor(94.6923, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3565 (0.3522667212364001) | > loader_time: 0.0038 (0.00338433950375288)  --> TIME: 2024-06-11 00:28:33 -- STEP: 64/330 -- GLOBAL_STEP: 159675 | > loss_disc: 2.289074420928955 (2.309500951319933) | > loss_disc_real_0: 0.08945902436971664 (0.11179054039530456) | > loss_disc_real_1: 0.20509806275367737 (0.20197049342095852) | > loss_disc_real_2: 0.23574092984199524 (0.21604252164252102) | > loss_disc_real_3: 0.24012412130832672 (0.22601616592146456) | > loss_disc_real_4: 0.23410701751708984 (0.2212631837464869) | > loss_disc_real_5: 0.2106328010559082 (0.2135798849631101) | > loss_0: 2.289074420928955 (2.309500951319933) | > grad_norm_0: tensor(14.9791, device='cuda:0') (tensor(10.2395, device='cuda:0')) | > loss_gen: 2.671182632446289 (2.536114789545535) | > loss_kl: 1.7322616577148438 (1.751550629734993) | > loss_feat: 7.936180114746094 (7.1991109773516655) | > loss_mel: 19.14851188659668 (19.146816819906235) | > loss_duration: 2.0467586517333984 (2.0768685415387163) | > loss_1: 33.53489685058594 (32.71046176552774) | > grad_norm_1: tensor(322.7286, device='cuda:0') (tensor(104.5082, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3648 (0.35562072321772575) | > loader_time: 0.0041 (0.0034973397850990295)  --> TIME: 2024-06-11 00:28:42 -- STEP: 89/330 -- GLOBAL_STEP: 159700 | > loss_disc: 2.2762632369995117 (2.301671523726389) | > loss_disc_real_0: 0.11293628066778183 (0.11183363760120413) | > loss_disc_real_1: 0.2107347846031189 (0.20139740273523865) | > loss_disc_real_2: 0.22396911680698395 (0.2148972081669261) | > loss_disc_real_3: 0.20302578806877136 (0.2248444307721063) | > loss_disc_real_4: 0.20734503865242004 (0.2203633917516537) | > loss_disc_real_5: 0.20320069789886475 (0.21179767706420985) | > loss_0: 2.2762632369995117 (2.301671523726389) | > grad_norm_0: tensor(7.5819, device='cuda:0') (tensor(11.1210, device='cuda:0')) | > loss_gen: 2.489905834197998 (2.5386860129538547) | > loss_kl: 1.732215166091919 (1.750854814990183) | > loss_feat: 7.55657958984375 (7.280713413538558) | > loss_mel: 18.178592681884766 (19.09918086448412) | > loss_duration: 2.0590004920959473 (2.065151406138132) | > loss_1: 32.01629638671875 (32.73458652282027) | > grad_norm_1: tensor(136.1006, device='cuda:0') (tensor(113.4935, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3508 (0.3594477337397886) | > loader_time: 0.0039 (0.0036269680837566934)  --> TIME: 2024-06-11 00:28:52 -- STEP: 114/330 -- GLOBAL_STEP: 159725 | > loss_disc: 2.3221096992492676 (2.3017464918002757) | > loss_disc_real_0: 0.1328834891319275 (0.11175543631900821) | > loss_disc_real_1: 0.1962282359600067 (0.19997632059088924) | > loss_disc_real_2: 0.2334579974412918 (0.2155034807428979) | > loss_disc_real_3: 0.24670085310935974 (0.22578729270843037) | > loss_disc_real_4: 0.22796405851840973 (0.22112890764286644) | > loss_disc_real_5: 0.19170792400836945 (0.21202174312712854) | > loss_0: 2.3221096992492676 (2.3017464918002757) | > grad_norm_0: tensor(8.0667, device='cuda:0') (tensor(11.9685, device='cuda:0')) | > loss_gen: 2.6895318031311035 (2.5434868628518625) | > loss_kl: 1.8984190225601196 (1.7529232292844539) | > loss_feat: 7.541759014129639 (7.319314065732454) | > loss_mel: 19.980165481567383 (19.134666509795608) | > loss_duration: 2.0726821422576904 (2.0624562533278232) | > loss_1: 34.18255615234375 (32.81284683629083) | > grad_norm_1: tensor(91.3449, device='cuda:0') (tensor(134.8049, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3617 (0.3593692674971463) | > loader_time: 0.004 (0.003711177591691937)  --> TIME: 2024-06-11 00:29:01 -- STEP: 139/330 -- GLOBAL_STEP: 159750 | > loss_disc: 2.341954231262207 (2.297474672468447) | > loss_disc_real_0: 0.13987597823143005 (0.1121279497583993) | > loss_disc_real_1: 0.1817350685596466 (0.19979371130466464) | > loss_disc_real_2: 0.1753595471382141 (0.21532463630755172) | > loss_disc_real_3: 0.23475387692451477 (0.2258822813951712) | > loss_disc_real_4: 0.21820029616355896 (0.22102284195611802) | > loss_disc_real_5: 0.21701651811599731 (0.21239198004599097) | > loss_0: 2.341954231262207 (2.297474672468447) | > grad_norm_0: tensor(13.7415, device='cuda:0') (tensor(11.6145, device='cuda:0')) | > loss_gen: 2.5288479328155518 (2.5513283125788186) | > loss_kl: 1.7533966302871704 (1.753112218362822) | > loss_feat: 7.617641448974609 (7.354675660030446) | > loss_mel: 19.10354232788086 (19.148268775116627) | > loss_duration: 2.1222214698791504 (2.0644886948221894) | > loss_1: 33.12565231323242 (32.87187363603985) | > grad_norm_1: tensor(80.0825, device='cuda:0') (tensor(131.4459, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3679 (0.3603781761882974) | > loader_time: 0.0041 (0.003783512458526831)  --> TIME: 2024-06-11 00:29:10 -- STEP: 164/330 -- GLOBAL_STEP: 159775 | > loss_disc: 2.3403782844543457 (2.2999001566956694) | > loss_disc_real_0: 0.13350898027420044 (0.11336009976703947) | > loss_disc_real_1: 0.19828389585018158 (0.20047836996069773) | > loss_disc_real_2: 0.23350054025650024 (0.2156322080551124) | > loss_disc_real_3: 0.22053110599517822 (0.2252216364552335) | > loss_disc_real_4: 0.22436891496181488 (0.22053229363589752) | > loss_disc_real_5: 0.22625581920146942 (0.21236774988654183) | > loss_0: 2.3403782844543457 (2.2999001566956694) | > grad_norm_0: tensor(35.4487, device='cuda:0') (tensor(13.3098, device='cuda:0')) | > loss_gen: 2.553740978240967 (2.550044581657503) | > loss_kl: 1.83999502658844 (1.7559207917713537) | > loss_feat: 7.954608917236328 (7.358504187770005) | > loss_mel: 19.380836486816406 (19.11227357678298) | > loss_duration: 2.1468825340270996 (2.065813294998031) | > loss_1: 33.87606430053711 (32.84255643007229) | > grad_norm_1: tensor(420.3658, device='cuda:0') (tensor(149.3689, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.3815 (0.36148875951766973) | > loader_time: 0.0046 (0.0038929538028996164)  --> TIME: 2024-06-11 00:29:20 -- STEP: 189/330 -- GLOBAL_STEP: 159800 | > loss_disc: 2.1276798248291016 (2.3046471732003355) | > loss_disc_real_0: 0.061164211481809616 (0.11385543871099356) | > loss_disc_real_1: 0.20871876180171967 (0.20069256669314453) | > loss_disc_real_2: 0.23204849660396576 (0.21625255198075027) | > loss_disc_real_3: 0.2030530869960785 (0.22563072250633642) | > loss_disc_real_4: 0.18702571094036102 (0.22015945329552605) | > loss_disc_real_5: 0.22164839506149292 (0.21397081017494202) | > loss_0: 2.1276798248291016 (2.3046471732003355) | > grad_norm_0: tensor(18.5576, device='cuda:0') (tensor(15.5948, device='cuda:0')) | > loss_gen: 2.765052318572998 (2.5561883853226117) | > loss_kl: 1.7059634923934937 (1.756279156952308) | > loss_feat: 8.040105819702148 (7.358684739107807) | > loss_mel: 18.96383285522461 (19.09045468688644) | > loss_duration: 2.127119302749634 (2.071252879011568) | > loss_1: 33.602073669433594 (32.832859796190995) | > grad_norm_1: tensor(252.8925, device='cuda:0') (tensor(169.1875, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.396 (0.3646842436815696) | > loader_time: 0.0054 (0.00401224408830915)  --> TIME: 2024-06-11 00:29:30 -- STEP: 214/330 -- GLOBAL_STEP: 159825 | > loss_disc: 2.234367609024048 (2.300858295966533) | > loss_disc_real_0: 0.067222960293293 (0.11293333601728778) | > loss_disc_real_1: 0.22424328327178955 (0.200523143825687) | > loss_disc_real_2: 0.24957029521465302 (0.21570154488365226) | > loss_disc_real_3: 0.23972047865390778 (0.22524127217932283) | > loss_disc_real_4: 0.23065482079982758 (0.2201979011993542) | > loss_disc_real_5: 0.2970629036426544 (0.2141850904744362) | > loss_0: 2.234367609024048 (2.300858295966533) | > grad_norm_0: tensor(31.7735, device='cuda:0') (tensor(17.2611, device='cuda:0')) | > loss_gen: 2.8398807048797607 (2.5703564035558255) | > loss_kl: 1.706176519393921 (1.7558569573910436) | > loss_feat: 7.134463310241699 (7.388807056106138) | > loss_mel: 18.490068435668945 (19.058820225368052) | > loss_duration: 2.1767959594726562 (2.076991482872829) | > loss_1: 32.347381591796875 (32.85083203895068) | > grad_norm_1: tensor(340.9396, device='cuda:0') (tensor(187.1460, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.4037 (0.36887003439609134) | > loader_time: 0.0052 (0.004131142224106833)  --> TIME: 2024-06-11 00:29:41 -- STEP: 239/330 -- GLOBAL_STEP: 159850 | > loss_disc: 2.3296890258789062 (2.301263567792822) | > loss_disc_real_0: 0.12405440211296082 (0.11282934351321544) | > loss_disc_real_1: 0.20843824744224548 (0.20032591020462406) | > loss_disc_real_2: 0.22806356847286224 (0.21512344410978101) | > loss_disc_real_3: 0.238031268119812 (0.22499122386447556) | > loss_disc_real_4: 0.23195375502109528 (0.22015045683004866) | > loss_disc_real_5: 0.23684293031692505 (0.21430951225957112) | > loss_0: 2.3296890258789062 (2.301263567792822) | > grad_norm_0: tensor(8.3346, device='cuda:0') (tensor(19.3442, device='cuda:0')) | > loss_gen: 2.663086175918579 (2.573731687777212) | > loss_kl: 1.6717562675476074 (1.7524347410042416) | > loss_feat: 7.487908363342285 (7.398114405915327) | > loss_mel: 18.3732852935791 (19.01048203791536) | > loss_duration: 2.1209945678710938 (2.0842971397743066) | > loss_1: 32.31703186035156 (32.819059922605376) | > grad_norm_1: tensor(309.3318, device='cuda:0') (tensor(205.0703, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.4234 (0.37422129998147236) | > loader_time: 0.0059 (0.004278657825422086)  --> TIME: 2024-06-11 00:29:52 -- STEP: 264/330 -- GLOBAL_STEP: 159875 | > loss_disc: 2.254260778427124 (2.3007742618069518) | > loss_disc_real_0: 0.13106024265289307 (0.11381921855111916) | > loss_disc_real_1: 0.17506222426891327 (0.19990388174174412) | > loss_disc_real_2: 0.25770407915115356 (0.21486162089488722) | > loss_disc_real_3: 0.21723146736621857 (0.22473658943040806) | > loss_disc_real_4: 0.20560340583324432 (0.2201826670065974) | > loss_disc_real_5: 0.20847837626934052 (0.2141396433792331) | > loss_0: 2.254260778427124 (2.3007742618069518) | > grad_norm_0: tensor(13.6071, device='cuda:0') (tensor(19.1899, device='cuda:0')) | > loss_gen: 2.7996034622192383 (2.571265798626524) | > loss_kl: 1.7693077325820923 (1.7534730131878997) | > loss_feat: 7.510568618774414 (7.414925228465686) | > loss_mel: 18.487567901611328 (18.984324823726322) | > loss_duration: 2.1813302040100098 (2.090590621034304) | > loss_1: 32.74837875366211 (32.814579400149256) | > grad_norm_1: tensor(159.6427, device='cuda:0') (tensor(205.8988, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.4457 (0.37955646713574726) | > loader_time: 0.0059 (0.004430810610453286)  --> TIME: 2024-06-11 00:30:04 -- STEP: 289/330 -- GLOBAL_STEP: 159900 | > loss_disc: 2.298497200012207 (2.3031120069299207) | > loss_disc_real_0: 0.13348573446273804 (0.11443110725562053) | > loss_disc_real_1: 0.2806359827518463 (0.2006935593269276) | > loss_disc_real_2: 0.23189324140548706 (0.2152351161084785) | > loss_disc_real_3: 0.2653537392616272 (0.2246212363243103) | > loss_disc_real_4: 0.2503071129322052 (0.2203251965421294) | > loss_disc_real_5: 0.2599577009677887 (0.2139876766394579) | > loss_0: 2.298497200012207 (2.3031120069299207) | > grad_norm_0: tensor(43.7733, device='cuda:0') (tensor(20.0411, device='cuda:0')) | > loss_gen: 2.923679828643799 (2.570612998157224) | > loss_kl: 1.7130945920944214 (1.7550329233948334) | > loss_feat: 8.23203182220459 (7.426950893600092) | > loss_mel: 18.378055572509766 (18.943410008836377) | > loss_duration: 2.2290773391723633 (2.0989059795557843) | > loss_1: 33.47593688964844 (32.794912721046536) | > grad_norm_1: tensor(487.2349, device='cuda:0') (tensor(215.6925, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.4599 (0.3857160703533662) | > loader_time: 0.007 (0.004590947735268349)  --> TIME: 2024-06-11 00:30:16 -- STEP: 314/330 -- GLOBAL_STEP: 159925 | > loss_disc: 2.250873327255249 (2.303956180621106) | > loss_disc_real_0: 0.08350703120231628 (0.11565589436157873) | > loss_disc_real_1: 0.18233272433280945 (0.20120344292016554) | > loss_disc_real_2: 0.21322035789489746 (0.21534692386912682) | > loss_disc_real_3: 0.24320392310619354 (0.22423518885662602) | > loss_disc_real_4: 0.23612837493419647 (0.21991904241264246) | > loss_disc_real_5: 0.2306966930627823 (0.21377176074845017) | > loss_0: 2.250873327255249 (2.303956180621106) | > grad_norm_0: tensor(26.5556, device='cuda:0') (tensor(21.8048, device='cuda:0')) | > loss_gen: 2.630758762359619 (2.5752299234365954) | > loss_kl: 1.7795084714889526 (1.7572102482151832) | > loss_feat: 7.534997463226318 (7.468524863006202) | > loss_mel: 18.719558715820312 (18.90010249386928) | > loss_duration: 2.293687343597412 (2.110539259804283) | > loss_1: 32.95851135253906 (32.81160671695783) | > grad_norm_1: tensor(308.1741, device='cuda:0') (tensor(230.1847, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.5336 (0.3946462300173037) | > loader_time: 0.0079 (0.004800202740225818)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1187524795532227 (2.1187524795532227) | > loss_disc_real_0: 0.08475128561258316 (0.08475128561258316) | > loss_disc_real_1: 0.2708292603492737 (0.2708292603492737) | > loss_disc_real_2: 0.19740302860736847 (0.19740302860736847) | > loss_disc_real_3: 0.24230678379535675 (0.24230678379535675) | > loss_disc_real_4: 0.1623009890317917 (0.1623009890317917) | > loss_disc_real_5: 0.15798498690128326 (0.15798498690128326) | > loss_0: 2.1187524795532227 (2.1187524795532227) | > loss_gen: 2.6346261501312256 (2.6346261501312256) | > loss_kl: 1.79220712184906 (1.79220712184906) | > loss_feat: 8.848569869995117 (8.848569869995117) | > loss_mel: 19.516271591186523 (19.516271591186523) | > loss_duration: 2.719926357269287 (2.719926357269287) | > loss_1: 35.5115966796875 (35.5115966796875)  --> STEP: 1 | > loss_disc: 2.4787895679473877 (2.4787895679473877) | > loss_disc_real_0: 0.17678901553153992 (0.17678901553153992) | > loss_disc_real_1: 0.269030898809433 (0.269030898809433) | > loss_disc_real_2: 0.2667950987815857 (0.2667950987815857) | > loss_disc_real_3: 0.2791208326816559 (0.2791208326816559) | > loss_disc_real_4: 0.2369566559791565 (0.2369566559791565) | > loss_disc_real_5: 0.18564622104167938 (0.18564622104167938) | > loss_0: 2.4787895679473877 (2.4787895679473877) | > loss_gen: 2.428893566131592 (2.428893566131592) | > loss_kl: 2.339478015899658 (2.339478015899658) | > loss_feat: 4.023181438446045 (4.023181438446045) | > loss_mel: 16.81737518310547 (16.81737518310547) | > loss_duration: 2.3280653953552246 (2.3280653953552246) | > loss_1: 27.936994552612305 (27.936994552612305)  --> STEP: 2 | > loss_disc: 2.748842716217041 (2.6138161420822144) | > loss_disc_real_0: 0.15643873810768127 (0.1666138768196106) | > loss_disc_real_1: 0.284125417470932 (0.2765781581401825) | > loss_disc_real_2: 0.16673041880130768 (0.21676275879144669) | > loss_disc_real_3: 0.3444764018058777 (0.3117986172437668) | > loss_disc_real_4: 0.3719145655632019 (0.3044356107711792) | > loss_disc_real_5: 0.41276583075523376 (0.2992060258984566) | > loss_0: 2.748842716217041 (2.6138161420822144) | > loss_gen: 2.5243706703186035 (2.4766321182250977) | > loss_kl: 2.9173707962036133 (2.6284244060516357) | > loss_feat: 6.031597137451172 (5.027389287948608) | > loss_mel: 20.489707946777344 (18.653541564941406) | > loss_duration: 2.3891727924346924 (2.3586190938949585) | > loss_1: 34.35221862792969 (31.144606590270996)  --> STEP: 3 | > loss_disc: 2.0749502182006836 (2.4341941674550376) | > loss_disc_real_0: 0.04650925472378731 (0.1265790027876695) | > loss_disc_real_1: 0.2454899549484253 (0.2662154237429301) | > loss_disc_real_2: 0.22102414071559906 (0.2181832194328308) | > loss_disc_real_3: 0.24642953276634216 (0.29000892241795856) | > loss_disc_real_4: 0.20343346893787384 (0.2707682301600774) | > loss_disc_real_5: 0.1956915259361267 (0.26470119257767993) | > loss_0: 2.0749502182006836 (2.4341941674550376) | > loss_gen: 2.6551034450531006 (2.5361225605010986) | > loss_kl: 2.2329747676849365 (2.496607859929403) | > loss_feat: 7.363158226013184 (5.805978933970134) | > loss_mel: 19.00299835205078 (18.77002716064453) | > loss_duration: 2.23874568939209 (2.3186612923940024) | > loss_1: 33.49298095703125 (31.927398045857746)  --> STEP: 4 | > loss_disc: 1.83160400390625 (2.2835466265678406) | > loss_disc_real_0: 0.0348861888051033 (0.10365579929202795) | > loss_disc_real_1: 0.23766450583934784 (0.25907769426703453) | > loss_disc_real_2: 0.17109337449073792 (0.2064107581973076) | > loss_disc_real_3: 0.237575501203537 (0.2769005671143532) | > loss_disc_real_4: 0.15185846388339996 (0.24104078859090805) | > loss_disc_real_5: 0.10690940916538239 (0.22525324672460556) | > loss_0: 1.83160400390625 (2.2835466265678406) | > loss_gen: 2.9671928882598877 (2.643890142440796) | > loss_kl: 2.809295654296875 (2.5747798085212708) | > loss_feat: 10.339822769165039 (6.93943989276886) | > loss_mel: 19.48980712890625 (18.94997215270996) | > loss_duration: 2.2503395080566406 (2.301580846309662) | > loss_1: 37.8564567565918 (33.40966272354126)  --> STEP: 5 | > loss_disc: 2.0998213291168213 (2.246801567077637) | > loss_disc_real_0: 0.06939331442117691 (0.09680330231785775) | > loss_disc_real_1: 0.2815990447998047 (0.26358196437358855) | > loss_disc_real_2: 0.27520525455474854 (0.22016965746879577) | > loss_disc_real_3: 0.24551278352737427 (0.2706230103969574) | > loss_disc_real_4: 0.22935348749160767 (0.23870332837104796) | > loss_disc_real_5: 0.14279241859912872 (0.2087610810995102) | > loss_0: 2.0998213291168213 (2.246801567077637) | > loss_gen: 2.7601003646850586 (2.6671321868896483) | > loss_kl: 2.31205153465271 (2.5222341537475588) | > loss_feat: 6.824199676513672 (6.916391849517822) | > loss_mel: 21.194480895996094 (19.39887390136719) | > loss_duration: 2.3497915267944336 (2.3112229824066164) | > loss_1: 35.44062423706055 (33.81585502624512)  --> STEP: 6 | > loss_disc: 2.006396532058716 (2.20673406124115) | > loss_disc_real_0: 0.1103103831410408 (0.09905448245505492) | > loss_disc_real_1: 0.27949950098991394 (0.2662348871429761) | > loss_disc_real_2: 0.20563271641731262 (0.21774683396021524) | > loss_disc_real_3: 0.28068938851356506 (0.27230074008305866) | > loss_disc_real_4: 0.1871425211429596 (0.23010986049969992) | > loss_disc_real_5: 0.15120328962802887 (0.1991681158542633) | > loss_0: 2.006396532058716 (2.20673406124115) | > loss_gen: 3.0253958702087402 (2.7268428007761636) | > loss_kl: 2.3522305488586426 (2.4939002195994058) | > loss_feat: 6.91318416595459 (6.915857235590617) | > loss_mel: 19.812822341918945 (19.467865308125813) | > loss_duration: 2.1299824714660645 (2.281016230583191) | > loss_1: 34.23361587524414 (33.88548183441162)  --> STEP: 7 | > loss_disc: 2.25244140625 (2.2132636819567) | > loss_disc_real_0: 0.11643937230110168 (0.10153803814734731) | > loss_disc_real_1: 0.28798770904541016 (0.2693424331290381) | > loss_disc_real_2: 0.2852514684200287 (0.22739035316876002) | > loss_disc_real_3: 0.3296414911746979 (0.28049227595329285) | > loss_disc_real_4: 0.25017499923706055 (0.23297630889075144) | > loss_disc_real_5: 0.1975778341293335 (0.1989409327507019) | > loss_0: 2.25244140625 (2.2132636819567) | > loss_gen: 2.8590168952941895 (2.7457248142787387) | > loss_kl: 3.4713902473449707 (2.6335416521344865) | > loss_feat: 6.732642650604248 (6.889683723449707) | > loss_mel: 18.380069732666016 (19.312465940202987) | > loss_duration: 2.453704833984375 (2.3056860310690745) | > loss_1: 33.89682388305664 (33.887102127075195)  --> STEP: 8 | > loss_disc: 2.259410858154297 (2.2190320789813995) | > loss_disc_real_0: 0.18627965450286865 (0.11213074019178748) | > loss_disc_real_1: 0.24872548878192902 (0.2667653150856495) | > loss_disc_real_2: 0.2104722112417221 (0.2252755854278803) | > loss_disc_real_3: 0.21427686512470245 (0.27221534959971905) | > loss_disc_real_4: 0.17642571032047272 (0.2259074840694666) | > loss_disc_real_5: 0.13683462142944336 (0.1911776438355446) | > loss_0: 2.259410858154297 (2.2190320789813995) | > loss_gen: 2.3607165813446045 (2.697598785161972) | > loss_kl: 2.038862943649292 (2.5592068135738373) | > loss_feat: 6.79415225982666 (6.877742290496826) | > loss_mel: 18.29067039489746 (19.184741497039795) | > loss_duration: 2.211899757385254 (2.293962746858597) | > loss_1: 31.696300506591797 (33.61325192451477)  --> STEP: 9 | > loss_disc: 2.1098365783691406 (2.2068992455800376) | > loss_disc_real_0: 0.11848349124193192 (0.11283660141958131) | > loss_disc_real_1: 0.18139424920082092 (0.2572796410984463) | > loss_disc_real_2: 0.2463093250989914 (0.2276126676135593) | > loss_disc_real_3: 0.22100675106048584 (0.266525505317582) | > loss_disc_real_4: 0.21993379294872284 (0.22524374061160618) | > loss_disc_real_5: 0.21137158572673798 (0.1934214151567883) | > loss_0: 2.1098365783691406 (2.2068992455800376) | > loss_gen: 2.7014052867889404 (2.698021729787191) | > loss_kl: 2.0323832035064697 (2.5006708568996854) | > loss_feat: 9.34853744506836 (7.152275085449219) | > loss_mel: 21.48935317993164 (19.440809461805557) | > loss_duration: 2.1191983222961426 (2.2745444774627686) | > loss_1: 37.69087600708008 (34.066321267022026)  --> STEP: 10 | > loss_disc: 1.999115228652954 (2.186120843887329) | > loss_disc_real_0: 0.109311543405056 (0.11248409561812878) | > loss_disc_real_1: 0.24516694247722626 (0.2560683712363243) | > loss_disc_real_2: 0.18325749039649963 (0.22317714989185333) | > loss_disc_real_3: 0.3001510500907898 (0.2698880597949028) | > loss_disc_real_4: 0.16852565109729767 (0.21957193166017533) | > loss_disc_real_5: 0.10207542777061462 (0.18428681641817093) | > loss_0: 1.999115228652954 (2.186120843887329) | > loss_gen: 2.7565226554870605 (2.703871822357178) | > loss_kl: 1.909549355506897 (2.4415587067604063) | > loss_feat: 7.5847086906433105 (7.195518445968628) | > loss_mel: 18.689281463623047 (19.365656661987305) | > loss_duration: 2.2937068939208984 (2.2764607191085817) | > loss_1: 33.23377227783203 (33.983066368103025)  --> STEP: 11 | > loss_disc: 2.3007571697235107 (2.196542328054255) | > loss_disc_real_0: 0.1469566524028778 (0.11561796441674232) | > loss_disc_real_1: 0.2824907600879669 (0.25847040658647363) | > loss_disc_real_2: 0.17844727635383606 (0.21911079775203357) | > loss_disc_real_3: 0.30132532119750977 (0.27274599264968524) | > loss_disc_real_4: 0.19682425260543823 (0.2175039608370174) | > loss_disc_real_5: 0.22401809692382812 (0.1878987510095943) | > loss_0: 2.3007571697235107 (2.196542328054255) | > loss_gen: 2.731173038482666 (2.7063537510958584) | > loss_kl: 2.921482801437378 (2.4851881699128584) | > loss_feat: 7.230565547943115 (7.198704546148127) | > loss_mel: 18.651365280151367 (19.300721081820402) | > loss_duration: 2.457261085510254 (2.292897116054188) | > loss_1: 33.99184799194336 (33.983864697543055)  --> STEP: 12 | > loss_disc: 2.2866973876953125 (2.2040552496910095) | > loss_disc_real_0: 0.05963855981826782 (0.11095301403353612) | > loss_disc_real_1: 0.36047860980033875 (0.26697109018762905) | > loss_disc_real_2: 0.18814493715763092 (0.2165303093691667) | > loss_disc_real_3: 0.2837904393672943 (0.273666363209486) | > loss_disc_real_4: 0.22358208894729614 (0.21801047151287398) | > loss_disc_real_5: 0.16054217517375946 (0.18561903635660806) | > loss_0: 2.2866973876953125 (2.2040552496910095) | > loss_gen: 2.5768470764160156 (2.6955615282058716) | > loss_kl: 2.2676849365234375 (2.46706290046374) | > loss_feat: 6.397189140319824 (7.131911595662435) | > loss_mel: 16.839937210083008 (19.095655759175617) | > loss_duration: 2.2061824798583984 (2.285670896371206) | > loss_1: 30.287839889526367 (33.675862630208336)  --> STEP: 13 | > loss_disc: 2.0775067806243896 (2.1943207520705004) | > loss_disc_real_0: 0.15704074501991272 (0.11449822410941124) | > loss_disc_real_1: 0.30273300409317017 (0.26972200664190144) | > loss_disc_real_2: 0.2080559879541397 (0.2158784384910877) | > loss_disc_real_3: 0.282411128282547 (0.2743390374458753) | > loss_disc_real_4: 0.1719948947429657 (0.21447081176134256) | > loss_disc_real_5: 0.2203519642353058 (0.18829080003958482) | > loss_0: 2.0775067806243896 (2.1943207520705004) | > loss_gen: 3.2418336868286133 (2.737582463484544) | > loss_kl: 2.549975872039795 (2.4734408213542056) | > loss_feat: 8.405829429626465 (7.22990527519813) | > loss_mel: 19.329710006713867 (19.113659932063175) | > loss_duration: 2.195084571838379 (2.2787027175609884) | > loss_1: 35.72243118286133 (33.83329098041241)  --> STEP: 14 | > loss_disc: 1.8944222927093506 (2.172899433544704) | > loss_disc_real_0: 0.08103053271770477 (0.11210767472428936) | > loss_disc_real_1: 0.17536607384681702 (0.26298229715653826) | > loss_disc_real_2: 0.18825896084308624 (0.21390561865908758) | > loss_disc_real_3: 0.19449357688426971 (0.26863579026290346) | > loss_disc_real_4: 0.19136083126068115 (0.21282009886843817) | > loss_disc_real_5: 0.18930812180042267 (0.18836346587964467) | > loss_0: 1.8944222927093506 (2.172899433544704) | > loss_gen: 2.784123659133911 (2.740906834602356) | > loss_kl: 2.9742414951324463 (2.5092122980526517) | > loss_feat: 8.833235740661621 (7.344428879874093) | > loss_mel: 20.882238388061523 (19.239986964634486) | > loss_duration: 2.3806142807006836 (2.2859821149281094) | > loss_1: 37.854454040527344 (34.12051691327776)  --> STEP: 15 | > loss_disc: 2.5596961975097656 (2.198685884475708) | > loss_disc_real_0: 0.09867483377456665 (0.11121215199430784) | > loss_disc_real_1: 0.23780737817287445 (0.261303969224294) | > loss_disc_real_2: 0.2823953628540039 (0.21847160160541534) | > loss_disc_real_3: 0.2826160788536072 (0.2695678095022837) | > loss_disc_real_4: 0.24207183718681335 (0.21477021475632985) | > loss_disc_real_5: 0.2244952768087387 (0.1907722532749176) | > loss_0: 2.5596961975097656 (2.198685884475708) | > loss_gen: 2.320315361022949 (2.7128674030303954) | > loss_kl: 2.6245434284210205 (2.5169010400772094) | > loss_feat: 7.5546956062316895 (7.358446661631266) | > loss_mel: 18.599489212036133 (19.197287114461265) | > loss_duration: 2.308544874191284 (2.2874862988789877) | > loss_1: 33.407588958740234 (34.07298838297526)  --> STEP: 16 | > loss_disc: 2.29278564453125 (2.2045671194791794) | > loss_disc_real_0: 0.0677456483244896 (0.1084954955149442) | > loss_disc_real_1: 0.1663663536310196 (0.2553703682497144) | > loss_disc_real_2: 0.30532991886138916 (0.2239002464339137) | > loss_disc_real_3: 0.18367916345596313 (0.2641997691243887) | > loss_disc_real_4: 0.23168233036994934 (0.21582722198218107) | > loss_disc_real_5: 0.13549359142780304 (0.18731733690947294) | > loss_0: 2.29278564453125 (2.2045671194791794) | > loss_gen: 2.421217441558838 (2.694639280438423) | > loss_kl: 2.0324110984802246 (2.486620418727398) | > loss_feat: 7.314707279205322 (7.355712950229645) | > loss_mel: 19.151723861694336 (19.19443941116333) | > loss_duration: 2.3481028079986572 (2.291274830698967) | > loss_1: 33.26816177368164 (34.02268671989441)  --> STEP: 17 | > loss_disc: 2.3602750301361084 (2.2137264083413517) | > loss_disc_real_0: 0.11527806520462036 (0.1088944702025722) | > loss_disc_real_1: 0.2729267179965973 (0.2564030947054134) | > loss_disc_real_2: 0.23033064603805542 (0.22427850523415735) | > loss_disc_real_3: 0.29879745841026306 (0.2662349273176754) | > loss_disc_real_4: 0.23888279497623444 (0.21718343215830185) | > loss_disc_real_5: 0.24398498237133026 (0.19065072781899395) | > loss_0: 2.3602750301361084 (2.2137264083413517) | > loss_gen: 2.5678372383117676 (2.687180336783914) | > loss_kl: 1.7032912969589233 (2.4405422350939583) | > loss_feat: 7.021202564239502 (7.3360358687008125) | > loss_mel: 17.431867599487305 (19.09075871635886) | > loss_duration: 2.3731837272644043 (2.2960930010851692) | > loss_1: 31.097381591796875 (33.850609947653375)  --> STEP: 18 | > loss_disc: 2.4319241046905518 (2.225848502582974) | > loss_disc_real_0: 0.15198960900306702 (0.11128864458037747) | > loss_disc_real_1: 0.2089790552854538 (0.2537684258487489) | > loss_disc_real_2: 0.22896812856197357 (0.22453903986348045) | > loss_disc_real_3: 0.2852538824081421 (0.26729153593381244) | > loss_disc_real_4: 0.22449542582035065 (0.21758965402841568) | > loss_disc_real_5: 0.2844542860984802 (0.19586203661229876) | > loss_0: 2.4319241046905518 (2.225848502582974) | > loss_gen: 2.5710744857788086 (2.680730011728075) | > loss_kl: 2.952230453491211 (2.46896935833825) | > loss_feat: 8.262405395507812 (7.3875008424123125) | > loss_mel: 17.515546798706055 (19.003246943155926) | > loss_duration: 2.219599485397339 (2.291843361324734) | > loss_1: 33.52085876464844 (33.832290437486435)  --> STEP: 19 | > loss_disc: 2.325915575027466 (2.2311151906063684) | > loss_disc_real_0: 0.13294965028762817 (0.11242869751233804) | > loss_disc_real_1: 0.2918110489845276 (0.2557706691716847) | > loss_disc_real_2: 0.25839805603027344 (0.22632109334594325) | > loss_disc_real_3: 0.1760208010673523 (0.262487813046104) | > loss_disc_real_4: 0.16270874440670013 (0.21470118510095695) | > loss_disc_real_5: 0.14812836050987244 (0.1933497378700658) | > loss_0: 2.325915575027466 (2.2311151906063684) | > loss_gen: 2.4253101348876953 (2.667286860315423) | > loss_kl: 1.5612525939941406 (2.4211947917938232) | > loss_feat: 9.148096084594727 (7.480163749895598) | > loss_mel: 18.308303833007812 (18.966670989990234) | > loss_duration: 2.2907867431640625 (2.2917877498425936) | > loss_1: 33.73374938964844 (33.8271040665476)  --> STEP: 20 | > loss_disc: 2.156247615814209 (2.2273718118667607) | > loss_disc_real_0: 0.08284328877925873 (0.11094942707568407) | > loss_disc_real_1: 0.18362440168857574 (0.25216335579752924) | > loss_disc_real_2: 0.2583504319190979 (0.22792256027460098) | > loss_disc_real_3: 0.25666534900665283 (0.26219668984413147) | > loss_disc_real_4: 0.25795039534568787 (0.21686364561319352) | > loss_disc_real_5: 0.18088603019714355 (0.19272655248641968) | > loss_0: 2.156247615814209 (2.2273718118667607) | > loss_gen: 2.7544288635253906 (2.6716439604759215) | > loss_kl: 2.2127606868743896 (2.4107730865478514) | > loss_feat: 7.703891277313232 (7.49135012626648) | > loss_mel: 20.600852966308594 (19.04838008880615) | > loss_duration: 2.2834866046905518 (2.2913726925849915) | > loss_1: 35.555419921875 (33.91351985931397)  --> STEP: 21 | > loss_disc: 2.408008098602295 (2.235973539806548) | > loss_disc_real_0: 0.19005261361598969 (0.1147162454823653) | > loss_disc_real_1: 0.3106292188167572 (0.25494744451273055) | > loss_disc_real_2: 0.23268479108810425 (0.22814933317048208) | > loss_disc_real_3: 0.2788919508457184 (0.26299170227277846) | > loss_disc_real_4: 0.2203311026096344 (0.21702876261302403) | > loss_disc_real_5: 0.14326788485050201 (0.19037137783709027) | > loss_0: 2.408008098602295 (2.235973539806548) | > loss_gen: 2.518876552581787 (2.6643693220047724) | > loss_kl: 2.9296562671661377 (2.4354818094344366) | > loss_feat: 5.318963050842285 (7.387903122674851) | > loss_mel: 14.63426685333252 (18.838184220450266) | > loss_duration: 2.164111614227295 (2.2853126412346247) | > loss_1: 27.565874099731445 (33.611251013619565)  --> STEP: 22 | > loss_disc: 2.069390296936035 (2.228401574221525) | > loss_disc_real_0: 0.09977814555168152 (0.11403724094006149) | > loss_disc_real_1: 0.18740859627723694 (0.2518774968656627) | > loss_disc_real_2: 0.1924610137939453 (0.22652713683518497) | > loss_disc_real_3: 0.2539408504962921 (0.2625802999193018) | > loss_disc_real_4: 0.2746562659740448 (0.21964819458397952) | > loss_disc_real_5: 0.2393876016139984 (0.1925993880087679) | > loss_0: 2.069390296936035 (2.228401574221525) | > loss_gen: 3.038882255554199 (2.68139263716611) | > loss_kl: 2.046454668045044 (2.4177987575531006) | > loss_feat: 9.558399200439453 (7.486562035300515) | > loss_mel: 20.541576385498047 (18.915611137043346) | > loss_duration: 2.154306411743164 (2.2793578126213765) | > loss_1: 37.339622497558594 (33.7807224447077)  --> STEP: 23 | > loss_disc: 2.3850669860839844 (2.2352131138677187) | > loss_disc_real_0: 0.13933701813220978 (0.11513723125276358) | > loss_disc_real_1: 0.2503712773323059 (0.25181200905986456) | > loss_disc_real_2: 0.2871222198009491 (0.22916170565978342) | > loss_disc_real_3: 0.28810980916023254 (0.263690278581951) | > loss_disc_real_4: 0.17704297602176666 (0.2177957937769268) | > loss_disc_real_5: 0.19797806441783905 (0.19283324350481448) | > loss_0: 2.3850669860839844 (2.2352131138677187) | > loss_gen: 2.58416748046875 (2.6771654564401377) | > loss_kl: 2.554922103881836 (2.423760642176089) | > loss_feat: 6.519317626953125 (7.444507930589759) | > loss_mel: 18.556068420410156 (18.899978845015816) | > loss_duration: 2.277686834335327 (2.2792851613915484) | > loss_1: 32.49216079711914 (33.72469802524733)  --> STEP: 24 | > loss_disc: 2.4559967517852783 (2.244412432114284) | > loss_disc_real_0: 0.16833896934986115 (0.11735397034014265) | > loss_disc_real_1: 0.43454548716545105 (0.25942590398093063) | > loss_disc_real_2: 0.19420546293258667 (0.2277051955461502) | > loss_disc_real_3: 0.24358206987380981 (0.2628524365524451) | > loss_disc_real_4: 0.24059417843818665 (0.21874572647114596) | > loss_disc_real_5: 0.20121882855892181 (0.19318264288206896) | > loss_0: 2.4559967517852783 (2.244412432114284) | > loss_gen: 2.616812229156494 (2.6746507386366525) | > loss_kl: 2.3377089500427246 (2.4201751550038653) | > loss_feat: 5.281906604766846 (7.354399542013804) | > loss_mel: 16.750694274902344 (18.81042532126109) | > loss_duration: 2.403942584991455 (2.2844792207082114) | > loss_1: 29.391063690185547 (33.54412992795309)  --> STEP: 25 | > loss_disc: 2.448986291885376 (2.2525953865051274) | > loss_disc_real_0: 0.22057293355464935 (0.12148272886872291) | > loss_disc_real_1: 0.3185419738292694 (0.2617905467748642) | > loss_disc_real_2: 0.28012487292289734 (0.2298019826412201) | > loss_disc_real_3: 0.26418501138687134 (0.26290573954582214) | > loss_disc_real_4: 0.21167978644371033 (0.21846308887004853) | > loss_disc_real_5: 0.23760421574115753 (0.1949595057964325) | > loss_0: 2.448986291885376 (2.2525953865051274) | > loss_gen: 2.7669777870178223 (2.6783438205718992) | > loss_kl: 2.3696861267089844 (2.4181555938720702) | > loss_feat: 6.454844951629639 (7.318417358398437) | > loss_mel: 16.47117805480957 (18.716855430603026) | > loss_duration: 2.324387311935425 (2.2860755443573) | > loss_1: 30.387073516845703 (33.41784767150879)  --> STEP: 26 | > loss_disc: 2.888455390930176 (2.2770515405214753) | > loss_disc_real_0: 0.17742358148097992 (0.1236343001230405) | > loss_disc_real_1: 0.20550167560577393 (0.25962559019143766) | > loss_disc_real_2: 0.24784280359745026 (0.23049586037030587) | > loss_disc_real_3: 0.2604547441005707 (0.26281147049023557) | > loss_disc_real_4: 0.24063189327716827 (0.21931573519339928) | > loss_disc_real_5: 0.15631543099880219 (0.19347319522729287) | > loss_0: 2.888455390930176 (2.2770515405214753) | > loss_gen: 1.8420888185501099 (2.6461801666479845) | > loss_kl: 2.046671152114868 (2.4038677307275624) | > loss_feat: 7.195827484130859 (7.3137023632343) | > loss_mel: 14.68358039855957 (18.561729467832123) | > loss_duration: 2.2546181678771973 (2.2848656452619114) | > loss_1: 28.022785186767578 (33.21034526824951) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024547485204843376 (+0.00012423441960261478) | > avg_loss_disc: 2.2770515405214753 (-0.17191843803112272) | > avg_loss_disc_real_0: 0.1236343001230405 (-0.0048522262905652536) | > avg_loss_disc_real_1: 0.25962559019143766 (-0.015698033456618965) | > avg_loss_disc_real_2: 0.23049586037030587 (+0.017394700302527488) | > avg_loss_disc_real_3: 0.26281147049023557 (+0.0063083830934304586) | > avg_loss_disc_real_4: 0.21931573519339928 (-0.016818272952850044) | > avg_loss_disc_real_5: 0.19347319522729287 (-0.044177014953815014) | > avg_loss_0: 2.2770515405214753 (-0.17191843803112272) | > avg_loss_gen: 2.6461801666479845 (+0.19741929952914905) | > avg_loss_kl: 2.4038677307275624 (+0.1344153055777917) | > avg_loss_feat: 7.3137023632343 (+0.3478566133058987) | > avg_loss_mel: 18.561729467832123 (-0.49691526706402556) | > avg_loss_duration: 2.2848656452619114 (-0.005370406004097994) | > avg_loss_1: 33.21034526824951 (+0.17740557743952223)  > EPOCH: 218/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:30:44)   --> TIME: 2024-06-11 00:30:48 -- STEP: 9/330 -- GLOBAL_STEP: 159950 | > loss_disc: 2.2969582080841064 (2.3011904027726917) | > loss_disc_real_0: 0.09413981437683105 (0.09767932858732012) | > loss_disc_real_1: 0.16829128563404083 (0.1893144647280375) | > loss_disc_real_2: 0.21185718476772308 (0.20968098938465118) | > loss_disc_real_3: 0.2152901291847229 (0.2361854612827301) | > loss_disc_real_4: 0.21059465408325195 (0.22880638970269096) | > loss_disc_real_5: 0.2023087590932846 (0.224254020386272) | > loss_0: 2.2969582080841064 (2.3011904027726917) | > grad_norm_0: tensor(4.2922, device='cuda:0') (tensor(10.1762, device='cuda:0')) | > loss_gen: 2.614590644836426 (2.521244340472751) | > loss_kl: 1.5475314855575562 (1.7419114377763536) | > loss_feat: 7.287316799163818 (6.938409540388319) | > loss_mel: 19.74247932434082 (19.18726454840766) | > loss_duration: 2.170990467071533 (2.244330962498983) | > loss_1: 33.36290740966797 (32.63316133287218) | > grad_norm_1: tensor(62.5669, device='cuda:0') (tensor(115.7932, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.341 (0.34878908263312447) | > loader_time: 0.0029 (0.0029465357462565103)  --> TIME: 2024-06-11 00:30:57 -- STEP: 34/330 -- GLOBAL_STEP: 159975 | > loss_disc: 2.3403234481811523 (2.2827459854238175) | > loss_disc_real_0: 0.11684322357177734 (0.10983668486861621) | > loss_disc_real_1: 0.21762824058532715 (0.19888947991763845) | > loss_disc_real_2: 0.15952304005622864 (0.2146577287246199) | > loss_disc_real_3: 0.23724809288978577 (0.22657345585963307) | > loss_disc_real_4: 0.20437785983085632 (0.2200545046259375) | > loss_disc_real_5: 0.22229093313217163 (0.21181808149113374) | > loss_0: 2.3403234481811523 (2.2827459854238175) | > grad_norm_0: tensor(5.4610, device='cuda:0') (tensor(9.2984, device='cuda:0')) | > loss_gen: 2.4706883430480957 (2.566933512687683) | > loss_kl: 1.6654528379440308 (1.7452331045094658) | > loss_feat: 7.236183166503906 (7.255349215339212) | > loss_mel: 18.94010353088379 (19.13578196132884) | > loss_duration: 2.0909008979797363 (2.112693530671738) | > loss_1: 32.40332794189453 (32.815991401672356) | > grad_norm_1: tensor(112.9759, device='cuda:0') (tensor(97.6614, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3453 (0.35009438150069294) | > loader_time: 0.0031 (0.0030977515613331516)  --> TIME: 2024-06-11 00:31:06 -- STEP: 59/330 -- GLOBAL_STEP: 160000 | > loss_disc: 2.3428432941436768 (2.285253019656165) | > loss_disc_real_0: 0.1636265516281128 (0.1109015204138675) | > loss_disc_real_1: 0.23890212178230286 (0.1978176918070195) | > loss_disc_real_2: 0.22741642594337463 (0.21581694458500814) | > loss_disc_real_3: 0.2395641952753067 (0.22519846386828665) | > loss_disc_real_4: 0.21389234066009521 (0.22016885826143168) | > loss_disc_real_5: 0.2109377384185791 (0.2122682194083424) | > loss_0: 2.3428432941436768 (2.285253019656165) | > grad_norm_0: tensor(12.9882, device='cuda:0') (tensor(9.2465, device='cuda:0')) | > loss_gen: 2.4419636726379395 (2.5607844651755647) | > loss_kl: 1.8466825485229492 (1.7462664680965876) | > loss_feat: 6.673433303833008 (7.309120897519386) | > loss_mel: 17.227521896362305 (19.051315113649522) | > loss_duration: 2.0301265716552734 (2.079861651032659) | > loss_1: 30.219728469848633 (32.747348688416565) | > grad_norm_1: tensor(98.2414, device='cuda:0') (tensor(90.1244, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3595 (0.35315103854163216) | > loader_time: 0.0034 (0.003207562333446438) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_160000.pth  --> TIME: 2024-06-11 00:31:21 -- STEP: 84/330 -- GLOBAL_STEP: 160025 | > loss_disc: 2.281785011291504 (2.2760570616949174) | > loss_disc_real_0: 0.11909996718168259 (0.11103086226752826) | > loss_disc_real_1: 0.21557490527629852 (0.19757831930404618) | > loss_disc_real_2: 0.2021080106496811 (0.21621180361225492) | > loss_disc_real_3: 0.2043602466583252 (0.22427640234430632) | > loss_disc_real_4: 0.22837433218955994 (0.21809684006231173) | > loss_disc_real_5: 0.2382354885339737 (0.21057474897021344) | > loss_0: 2.281785011291504 (2.2760570616949174) | > grad_norm_0: tensor(17.2590, device='cuda:0') (tensor(10.5581, device='cuda:0')) | > loss_gen: 2.6200785636901855 (2.570825809524174) | > loss_kl: 1.8772300481796265 (1.7388359762373424) | > loss_feat: 7.485738754272461 (7.409732926459539) | > loss_mel: 19.3630313873291 (19.0444464229402) | > loss_duration: 2.121316432952881 (2.066385100285213) | > loss_1: 33.4673957824707 (32.83022635323661) | > grad_norm_1: tensor(315.2592, device='cuda:0') (tensor(118.1171, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3588 (0.35794840256373095) | > loader_time: 0.0046 (0.0033759020623706634)  --> TIME: 2024-06-11 00:31:30 -- STEP: 109/330 -- GLOBAL_STEP: 160050 | > loss_disc: 2.3137989044189453 (2.272738272990657) | > loss_disc_real_0: 0.11797071993350983 (0.11184751584168968) | > loss_disc_real_1: 0.19278031587600708 (0.19740210774294828) | > loss_disc_real_2: 0.24296529591083527 (0.21437718452663596) | > loss_disc_real_3: 0.24921604990959167 (0.223402948144379) | > loss_disc_real_4: 0.23011235892772675 (0.2177627816659595) | > loss_disc_real_5: 0.20817086100578308 (0.21068111936980435) | > loss_0: 2.3137989044189453 (2.272738272990657) | > grad_norm_0: tensor(12.4559, device='cuda:0') (tensor(12.5332, device='cuda:0')) | > loss_gen: 2.452176809310913 (2.5782337123100922) | > loss_kl: 1.820300817489624 (1.7484212610699714) | > loss_feat: 7.344871997833252 (7.418215121697942) | > loss_mel: 19.591325759887695 (19.06327704333384) | > loss_duration: 1.9989945888519287 (2.062183405281207) | > loss_1: 33.20766830444336 (32.870330688056605) | > grad_norm_1: tensor(200.3272, device='cuda:0') (tensor(152.2279, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3796 (0.3598682661668971) | > loader_time: 0.004 (0.0034860055381004964)  --> TIME: 2024-06-11 00:31:40 -- STEP: 134/330 -- GLOBAL_STEP: 160075 | > loss_disc: 2.2558844089508057 (2.27714586969632) | > loss_disc_real_0: 0.07935573905706406 (0.11226149309259742) | > loss_disc_real_1: 0.1988966464996338 (0.19785431060773223) | > loss_disc_real_2: 0.19705750048160553 (0.21352921370694886) | > loss_disc_real_3: 0.17939896881580353 (0.22339124099087357) | > loss_disc_real_4: 0.19685526192188263 (0.2182182948758353) | > loss_disc_real_5: 0.17599286139011383 (0.21124534175467138) | > loss_0: 2.2558844089508057 (2.27714586969632) | > grad_norm_0: tensor(15.9977, device='cuda:0') (tensor(14.0072, device='cuda:0')) | > loss_gen: 2.618300676345825 (2.5801894113199046) | > loss_kl: 1.770586371421814 (1.745746172186154) | > loss_feat: 8.278437614440918 (7.418210139915125) | > loss_mel: 19.223831176757812 (19.05920274933772) | > loss_duration: 2.058544635772705 (2.0628212432363133) | > loss_1: 33.94969940185547 (32.866169772931016) | > grad_norm_1: tensor(300.2780, device='cuda:0') (tensor(170.4902, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3653 (0.3613658093694432) | > loader_time: 0.0043 (0.0035984444974073724)  --> TIME: 2024-06-11 00:31:49 -- STEP: 159/330 -- GLOBAL_STEP: 160100 | > loss_disc: 2.236548900604248 (2.2829270437828413) | > loss_disc_real_0: 0.1302560567855835 (0.11396970909159139) | > loss_disc_real_1: 0.17532573640346527 (0.19831188622885518) | > loss_disc_real_2: 0.18736284971237183 (0.21502296870234627) | > loss_disc_real_3: 0.2074352353811264 (0.22382182135896864) | > loss_disc_real_4: 0.21205560863018036 (0.21868530581207396) | > loss_disc_real_5: 0.19459526240825653 (0.21115609600483995) | > loss_0: 2.236548900604248 (2.2829270437828413) | > grad_norm_0: tensor(35.3507, device='cuda:0') (tensor(16.4082, device='cuda:0')) | > loss_gen: 2.4925355911254883 (2.5785926827844596) | > loss_kl: 1.7434931993484497 (1.7456894265780658) | > loss_feat: 7.94314432144165 (7.412770547207047) | > loss_mel: 18.786237716674805 (19.047282200939247) | > loss_duration: 2.069397449493408 (2.0639145426780163) | > loss_1: 33.03480911254883 (32.8482494594166) | > grad_norm_1: tensor(332.6294, device='cuda:0') (tensor(186.7472, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3767 (0.3633166439128373) | > loader_time: 0.0043 (0.0036797808401239744)  --> TIME: 2024-06-11 00:31:59 -- STEP: 184/330 -- GLOBAL_STEP: 160125 | > loss_disc: 2.273677110671997 (2.282115459442139) | > loss_disc_real_0: 0.10295187681913376 (0.11236688160620954) | > loss_disc_real_1: 0.19839635491371155 (0.19826266623061625) | > loss_disc_real_2: 0.2261468917131424 (0.2148691836906516) | > loss_disc_real_3: 0.22525982558727264 (0.22371494162665762) | > loss_disc_real_4: 0.22428175806999207 (0.2185988615712394) | > loss_disc_real_5: 0.24666614830493927 (0.21161526465869468) | > loss_0: 2.273677110671997 (2.282115459442139) | > grad_norm_0: tensor(26.0353, device='cuda:0') (tensor(18.1965, device='cuda:0')) | > loss_gen: 2.5775463581085205 (2.5849071067312495) | > loss_kl: 1.7369229793548584 (1.749707932057588) | > loss_feat: 7.729058265686035 (7.434186694414719) | > loss_mel: 18.444496154785156 (19.009665105653852) | > loss_duration: 2.075312614440918 (2.068897548577059) | > loss_1: 32.56333541870117 (32.84736439456109) | > grad_norm_1: tensor(349.9738, device='cuda:0') (tensor(204.0589, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.3848 (0.36583804047626006) | > loader_time: 0.0046 (0.0037724025871442714)  --> TIME: 2024-06-11 00:32:09 -- STEP: 209/330 -- GLOBAL_STEP: 160150 | > loss_disc: 2.3029861450195312 (2.2837820497996506) | > loss_disc_real_0: 0.07921497523784637 (0.11222653663115638) | > loss_disc_real_1: 0.20289477705955505 (0.1979942014485454) | > loss_disc_real_2: 0.19759833812713623 (0.21446009293982857) | > loss_disc_real_3: 0.1899620145559311 (0.22379362497603494) | > loss_disc_real_4: 0.19005705416202545 (0.21878045148541483) | > loss_disc_real_5: 0.1528170108795166 (0.21171084901932893) | > loss_0: 2.3029861450195312 (2.2837820497996506) | > grad_norm_0: tensor(37.3555, device='cuda:0') (tensor(20.4428, device='cuda:0')) | > loss_gen: 2.6879472732543945 (2.5886186355609073) | > loss_kl: 1.6950695514678955 (1.7497255539780028) | > loss_feat: 8.237972259521484 (7.448066711425781) | > loss_mel: 19.463777542114258 (18.970774426985024) | > loss_duration: 2.135272741317749 (2.074968308923346) | > loss_1: 34.22003936767578 (32.832153603220654) | > grad_norm_1: tensor(425.3168, device='cuda:0') (tensor(226.1272, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.4093 (0.36856569285598106) | > loader_time: 0.006 (0.003921038796456807)  --> TIME: 2024-06-11 00:32:19 -- STEP: 234/330 -- GLOBAL_STEP: 160175 | > loss_disc: 2.355465888977051 (2.2860817929618378) | > loss_disc_real_0: 0.091474249958992 (0.1126195248375591) | > loss_disc_real_1: 0.20867833495140076 (0.19863996565596662) | > loss_disc_real_2: 0.25037333369255066 (0.21479921316743916) | > loss_disc_real_3: 0.22594739496707916 (0.22390138427925926) | > loss_disc_real_4: 0.22239550948143005 (0.21880284512144887) | > loss_disc_real_5: 0.20220260322093964 (0.2120146213306321) | > loss_0: 2.355465888977051 (2.2860817929618378) | > grad_norm_0: tensor(31.7134, device='cuda:0') (tensor(21.4713, device='cuda:0')) | > loss_gen: 2.4675023555755615 (2.5864402942168407) | > loss_kl: 1.7179150581359863 (1.7533395346413312) | > loss_feat: 6.701180458068848 (7.437494579543415) | > loss_mel: 18.211105346679688 (18.936253963372653) | > loss_duration: 2.16367244720459 (2.082404373547969) | > loss_1: 31.261375427246094 (32.795932753473245) | > grad_norm_1: tensor(366.0990, device='cuda:0') (tensor(238.9397, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.4111 (0.3721442497693576) | > loader_time: 0.0058 (0.0040738664121709334)  --> TIME: 2024-06-11 00:32:30 -- STEP: 259/330 -- GLOBAL_STEP: 160200 | > loss_disc: 2.2685494422912598 (2.288401187616886) | > loss_disc_real_0: 0.10358412563800812 (0.11333991756885668) | > loss_disc_real_1: 0.24153657257556915 (0.19866056567683635) | > loss_disc_real_2: 0.18578489124774933 (0.2145392158892164) | > loss_disc_real_3: 0.22025176882743835 (0.2244672064155225) | > loss_disc_real_4: 0.20777036249637604 (0.2196662982918581) | > loss_disc_real_5: 0.20276491343975067 (0.21246899509061717) | > loss_0: 2.2685494422912598 (2.288401187616886) | > grad_norm_0: tensor(32.8826, device='cuda:0') (tensor(22.3445, device='cuda:0')) | > loss_gen: 2.659402370452881 (2.585154885951156) | > loss_kl: 1.7985132932662964 (1.7539008519824408) | > loss_feat: 7.681883811950684 (7.452930669526796) | > loss_mel: 19.02556610107422 (18.927196686792566) | > loss_duration: 2.1889266967773438 (2.088892785278526) | > loss_1: 33.35429382324219 (32.80807593062115) | > grad_norm_1: tensor(479.7590, device='cuda:0') (tensor(251.5861, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.4242 (0.3763627260348052) | > loader_time: 0.0056 (0.00423075057364799)  --> TIME: 2024-06-11 00:32:41 -- STEP: 284/330 -- GLOBAL_STEP: 160225 | > loss_disc: 2.172534942626953 (2.2865373022119764) | > loss_disc_real_0: 0.12062983214855194 (0.11377397006456282) | > loss_disc_real_1: 0.2606101930141449 (0.19917268489657988) | > loss_disc_real_2: 0.20033089816570282 (0.21427360518087804) | > loss_disc_real_3: 0.21350035071372986 (0.22421812302839583) | > loss_disc_real_4: 0.2115117907524109 (0.21893709688119486) | > loss_disc_real_5: 0.19226795434951782 (0.2119780387467062) | > loss_0: 2.172534942626953 (2.2865373022119764) | > grad_norm_0: tensor(75.4411, device='cuda:0') (tensor(23.9060, device='cuda:0')) | > loss_gen: 2.7679758071899414 (2.5886340367961935) | > loss_kl: 1.6967710256576538 (1.758082282375282) | > loss_feat: 8.193073272705078 (7.480786387349518) | > loss_mel: 19.123613357543945 (18.896121401182377) | > loss_duration: 2.1897573471069336 (2.0971252830095692) | > loss_1: 33.97119140625 (32.8207494507373) | > grad_norm_1: tensor(494.3011, device='cuda:0') (tensor(268.0947, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.4319 (0.3812648595218928) | > loader_time: 0.0063 (0.004406501709575387)  --> TIME: 2024-06-11 00:32:53 -- STEP: 309/330 -- GLOBAL_STEP: 160250 | > loss_disc: 2.253931999206543 (2.2869842461397734) | > loss_disc_real_0: 0.08108954131603241 (0.1137062479594186) | > loss_disc_real_1: 0.1541668027639389 (0.1989663718298415) | > loss_disc_real_2: 0.21138744056224823 (0.21410855014347335) | > loss_disc_real_3: 0.23897872865200043 (0.22405688035449545) | > loss_disc_real_4: 0.19980256259441376 (0.21909415842452867) | > loss_disc_real_5: 0.21370966732501984 (0.21163173000596483) | > loss_0: 2.253931999206543 (2.2869842461397734) | > grad_norm_0: tensor(20.4395, device='cuda:0') (tensor(25.1782, device='cuda:0')) | > loss_gen: 3.0463478565216064 (2.591638771847228) | > loss_kl: 1.8448926210403442 (1.761531971033337) | > loss_feat: 7.456149101257324 (7.515554619452714) | > loss_mel: 18.198318481445312 (18.867332859718307) | > loss_duration: 2.2651851177215576 (2.1078346257842475) | > loss_1: 32.81089401245117 (32.84389289065856) | > grad_norm_1: tensor(581.8248, device='cuda:0') (tensor(278.3120, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.4988 (0.38850217421077987) | > loader_time: 0.0087 (0.004618589160511797)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2464616298675537 (2.2464616298675537) | > loss_disc_real_0: 0.0821198970079422 (0.0821198970079422) | > loss_disc_real_1: 0.18420907855033875 (0.18420907855033875) | > loss_disc_real_2: 0.17598077654838562 (0.17598077654838562) | > loss_disc_real_3: 0.24297663569450378 (0.24297663569450378) | > loss_disc_real_4: 0.19572412967681885 (0.19572412967681885) | > loss_disc_real_5: 0.20561300218105316 (0.20561300218105316) | > loss_0: 2.2464616298675537 (2.2464616298675537) | > loss_gen: 2.4321370124816895 (2.4321370124816895) | > loss_kl: 2.7705812454223633 (2.7705812454223633) | > loss_feat: 7.670166492462158 (7.670166492462158) | > loss_mel: 17.141931533813477 (17.141931533813477) | > loss_duration: 2.795224666595459 (2.795224666595459) | > loss_1: 32.81003952026367 (32.81003952026367)  --> STEP: 1 | > loss_disc: 2.4542770385742188 (2.4542770385742188) | > loss_disc_real_0: 0.07565827667713165 (0.07565827667713165) | > loss_disc_real_1: 0.21995766460895538 (0.21995766460895538) | > loss_disc_real_2: 0.2308715432882309 (0.2308715432882309) | > loss_disc_real_3: 0.2362777143716812 (0.2362777143716812) | > loss_disc_real_4: 0.3202921748161316 (0.3202921748161316) | > loss_disc_real_5: 0.34491077065467834 (0.34491077065467834) | > loss_0: 2.4542770385742188 (2.4542770385742188) | > loss_gen: 2.5838358402252197 (2.5838358402252197) | > loss_kl: 2.6346073150634766 (2.6346073150634766) | > loss_feat: 4.636409759521484 (4.636409759521484) | > loss_mel: 17.15560531616211 (17.15560531616211) | > loss_duration: 2.451298475265503 (2.451298475265503) | > loss_1: 29.461755752563477 (29.461755752563477)  --> STEP: 2 | > loss_disc: 2.3303070068359375 (2.392292022705078) | > loss_disc_real_0: 0.1386193335056305 (0.10713880509138107) | > loss_disc_real_1: 0.2370026409626007 (0.22848015278577805) | > loss_disc_real_2: 0.30945542454719543 (0.27016348391771317) | > loss_disc_real_3: 0.3330044746398926 (0.2846410945057869) | > loss_disc_real_4: 0.2614833116531372 (0.2908877432346344) | > loss_disc_real_5: 0.3009357154369354 (0.3229232430458069) | > loss_0: 2.3303070068359375 (2.392292022705078) | > loss_gen: 3.1599864959716797 (2.8719111680984497) | > loss_kl: 2.2674200534820557 (2.451013684272766) | > loss_feat: 6.384294033050537 (5.510351896286011) | > loss_mel: 20.04340171813965 (18.59950351715088) | > loss_duration: 2.338491201400757 (2.39489483833313) | > loss_1: 34.1935920715332 (31.82767391204834)  --> STEP: 3 | > loss_disc: 2.2156822681427 (2.3334221045176187) | > loss_disc_real_0: 0.08674144744873047 (0.1003396858771642) | > loss_disc_real_1: 0.216303288936615 (0.22442119816939035) | > loss_disc_real_2: 0.2576269805431366 (0.265984649459521) | > loss_disc_real_3: 0.24398277699947357 (0.27108832200368244) | > loss_disc_real_4: 0.2656143009662628 (0.28246326247851056) | > loss_disc_real_5: 0.320345401763916 (0.32206396261850995) | > loss_0: 2.2156822681427 (2.3334221045176187) | > loss_gen: 2.916222095489502 (2.8866814772288003) | > loss_kl: 2.676091432571411 (2.5260396003723145) | > loss_feat: 6.644388198852539 (5.8883639971415205) | > loss_mel: 21.521743774414062 (19.573583602905273) | > loss_duration: 2.168309450149536 (2.319366375605265) | > loss_1: 35.926753997802734 (33.19403394063314)  --> STEP: 4 | > loss_disc: 2.379739999771118 (2.3450015783309937) | > loss_disc_real_0: 0.11233788728713989 (0.10333923622965813) | > loss_disc_real_1: 0.19750644266605377 (0.2176925092935562) | > loss_disc_real_2: 0.31364038586616516 (0.277898583561182) | > loss_disc_real_3: 0.3091702461242676 (0.28060880303382874) | > loss_disc_real_4: 0.236709862947464 (0.2710249125957489) | > loss_disc_real_5: 0.2799718677997589 (0.3115409389138222) | > loss_0: 2.379739999771118 (2.3450015783309937) | > loss_gen: 2.5805115699768066 (2.810139000415802) | > loss_kl: 2.9944915771484375 (2.643152594566345) | > loss_feat: 7.249984264373779 (6.228769063949585) | > loss_mel: 18.92841148376465 (19.412290573120117) | > loss_duration: 2.2483439445495605 (2.301610767841339) | > loss_1: 34.00174331665039 (33.39596128463745)  --> STEP: 5 | > loss_disc: 2.4613537788391113 (2.3682720184326174) | > loss_disc_real_0: 0.10240884125232697 (0.1031531572341919) | > loss_disc_real_1: 0.29086726903915405 (0.23232746124267578) | > loss_disc_real_2: 0.2522228956222534 (0.2727634459733963) | > loss_disc_real_3: 0.23483912646770477 (0.27145486772060395) | > loss_disc_real_4: 0.19150035083293915 (0.25512000024318693) | > loss_disc_real_5: 0.1702006310224533 (0.2832728773355484) | > loss_0: 2.4613537788391113 (2.3682720184326174) | > loss_gen: 2.130910873413086 (2.674293375015259) | > loss_kl: 2.18666934967041 (2.551855945587158) | > loss_feat: 4.827709674835205 (5.948557186126709) | > loss_mel: 16.604921340942383 (18.85081672668457) | > loss_duration: 2.3598756790161133 (2.313263750076294) | > loss_1: 28.110088348388672 (32.3387866973877)  --> STEP: 6 | > loss_disc: 2.329745292663574 (2.36185089747111) | > loss_disc_real_0: 0.07102032005786896 (0.0977976843714714) | > loss_disc_real_1: 0.21800266206264496 (0.22993999471267065) | > loss_disc_real_2: 0.26671209931373596 (0.2717548881967862) | > loss_disc_real_3: 0.3856644928455353 (0.2904898052414258) | > loss_disc_real_4: 0.3413309156894684 (0.26948848615090054) | > loss_disc_real_5: 0.3408237099647522 (0.29286468277374905) | > loss_0: 2.329745292663574 (2.36185089747111) | > loss_gen: 3.2844414710998535 (2.7759847243626914) | > loss_kl: 2.176856517791748 (2.48935604095459) | > loss_feat: 7.077326774597168 (6.136685450871785) | > loss_mel: 21.700937271118164 (19.325836817423504) | > loss_duration: 2.14583158493042 (2.2853583892186484) | > loss_1: 36.38539505004883 (33.013221422831215)  --> STEP: 7 | > loss_disc: 2.4920308589935303 (2.380448034831456) | > loss_disc_real_0: 0.06456300616264343 (0.09304987319878169) | > loss_disc_real_1: 0.1842588186264038 (0.22341411241463252) | > loss_disc_real_2: 0.27395743131637573 (0.27206953721387045) | > loss_disc_real_3: 0.22750943899154663 (0.2814926100628717) | > loss_disc_real_4: 0.23212578892707825 (0.26415095797606875) | > loss_disc_real_5: 0.26206013560295105 (0.28846403317792074) | > loss_0: 2.4920308589935303 (2.380448034831456) | > loss_gen: 2.0941765308380127 (2.678583553859166) | > loss_kl: 3.2270021438598633 (2.5947340556553433) | > loss_feat: 5.450138568878174 (6.038607324872698) | > loss_mel: 18.580215454101562 (19.21931947980608) | > loss_duration: 2.4297590255737305 (2.3059870515550887) | > loss_1: 31.781291961669922 (32.837231499808176)  --> STEP: 8 | > loss_disc: 2.105426788330078 (2.3460703790187836) | > loss_disc_real_0: 0.06709631532430649 (0.0898056784644723) | > loss_disc_real_1: 0.1668940633535385 (0.21634910628199577) | > loss_disc_real_2: 0.23487499356269836 (0.26742021925747395) | > loss_disc_real_3: 0.22208799421787262 (0.2740670330822468) | > loss_disc_real_4: 0.13329331576824188 (0.24779375270009038) | > loss_disc_real_5: 0.18750037252902985 (0.2758435755968094) | > loss_0: 2.105426788330078 (2.3460703790187836) | > loss_gen: 2.646005153656006 (2.6745112538337708) | > loss_kl: 2.4384043216705322 (2.575192838907242) | > loss_feat: 11.082564353942871 (6.66910195350647) | > loss_mel: 20.810178756713867 (19.418176889419556) | > loss_duration: 2.185621976852417 (2.2909414172172546) | > loss_1: 39.16277313232422 (33.62792420387268)  --> STEP: 9 | > loss_disc: 2.330601215362549 (2.3443515830569797) | > loss_disc_real_0: 0.11809489876031876 (0.09294892516401079) | > loss_disc_real_1: 0.18331240117549896 (0.2126783612701628) | > loss_disc_real_2: 0.24858105182647705 (0.26532697843180764) | > loss_disc_real_3: 0.21234484016895294 (0.2672090116474364) | > loss_disc_real_4: 0.2070036679506302 (0.2432615210612615) | > loss_disc_real_5: 0.24777351319789886 (0.2727246797747082) | > loss_0: 2.330601215362549 (2.3443515830569797) | > loss_gen: 2.5991568565368652 (2.6661385430230036) | > loss_kl: 2.4794671535491943 (2.5645566516452365) | > loss_feat: 10.162766456604004 (7.057286898295085) | > loss_mel: 19.80952262878418 (19.461659749348957) | > loss_duration: 2.085890769958496 (2.2681580119662814) | > loss_1: 37.136802673339844 (34.017799589369034)  --> STEP: 10 | > loss_disc: 2.424415111541748 (2.3523579359054567) | > loss_disc_real_0: 0.08241067081689835 (0.09189509972929955) | > loss_disc_real_1: 0.22004379332065582 (0.2134149044752121) | > loss_disc_real_2: 0.32497796416282654 (0.27129207700490954) | > loss_disc_real_3: 0.303166925907135 (0.2708048030734062) | > loss_disc_real_4: 0.25505679845809937 (0.24444104880094528) | > loss_disc_real_5: 0.2947483956813812 (0.27492705136537554) | > loss_0: 2.424415111541748 (2.3523579359054567) | > loss_gen: 2.774263858795166 (2.6769510746002196) | > loss_kl: 2.340277671813965 (2.5421287536621096) | > loss_feat: 7.129656791687012 (7.0645238876342775) | > loss_mel: 19.280664443969727 (19.443560218811037) | > loss_duration: 2.308964252471924 (2.2722386360168456) | > loss_1: 33.83382797241211 (33.99940242767334)  --> STEP: 11 | > loss_disc: 2.3096580505371094 (2.3484761281446977) | > loss_disc_real_0: 0.08390380442142487 (0.09116861833767458) | > loss_disc_real_1: 0.1600392758846283 (0.20856257460334085) | > loss_disc_real_2: 0.2858128547668457 (0.2726121477105401) | > loss_disc_real_3: 0.2594180107116699 (0.2697696401314302) | > loss_disc_real_4: 0.255484014749527 (0.2454449547962709) | > loss_disc_real_5: 0.3047453463077545 (0.2776378054510463) | > loss_0: 2.3096580505371094 (2.3484761281446977) | > loss_gen: 2.6354382038116455 (2.6731771772558037) | > loss_kl: 2.3411617279052734 (2.5238590240478516) | > loss_feat: 5.88087797164917 (6.956919713453813) | > loss_mel: 18.621246337890625 (19.368804411454633) | > loss_duration: 2.3980724811553955 (2.283678076483987) | > loss_1: 31.876798629760742 (33.80643844604492)  --> STEP: 12 | > loss_disc: 1.814682960510254 (2.303993364175161) | > loss_disc_real_0: 0.03815947845578194 (0.08675119001418352) | > loss_disc_real_1: 0.12584656476974487 (0.2016695737838745) | > loss_disc_real_2: 0.20679211616516113 (0.2671271450817585) | > loss_disc_real_3: 0.16302379965782166 (0.26087415342529613) | > loss_disc_real_4: 0.14799262583255768 (0.2373239273826281) | > loss_disc_real_5: 0.1914205700159073 (0.2704530358314514) | > loss_0: 1.814682960510254 (2.303993364175161) | > loss_gen: 2.8566863536834717 (2.6884696086247764) | > loss_kl: 2.174947500228882 (2.4947830637296042) | > loss_feat: 9.674041748046875 (7.183346549669902) | > loss_mel: 20.764362335205078 (19.485100905100506) | > loss_duration: 2.1999764442443848 (2.27670294046402) | > loss_1: 37.670013427734375 (34.12840302785238)  --> STEP: 13 | > loss_disc: 2.5822908878326416 (2.325400865994967) | > loss_disc_real_0: 0.09042306244373322 (0.0870336417395335) | > loss_disc_real_1: 0.15168868005275726 (0.19782488965071165) | > loss_disc_real_2: 0.3357786536216736 (0.27240803035405964) | > loss_disc_real_3: 0.2817189395427704 (0.2624775985112557) | > loss_disc_real_4: 0.25110042095184326 (0.23838365765718314) | > loss_disc_real_5: 0.3331434726715088 (0.27527537712684047) | > loss_0: 2.5822908878326416 (2.325400865994967) | > loss_gen: 2.3765199184417725 (2.664473478610699) | > loss_kl: 2.4125823974609375 (2.4884599355550914) | > loss_feat: 8.568367958068848 (7.289886658008282) | > loss_mel: 19.770206451416016 (19.507032100970928) | > loss_duration: 2.209122657775879 (2.2715044571803173) | > loss_1: 35.336795806884766 (34.22135631854717)  --> STEP: 14 | > loss_disc: 2.5703330039978027 (2.3428960187094554) | > loss_disc_real_0: 0.11557113379240036 (0.08907203402902399) | > loss_disc_real_1: 0.14922162890434265 (0.19435322816882813) | > loss_disc_real_2: 0.2543624937534332 (0.2711190634540149) | > loss_disc_real_3: 0.35508444905281067 (0.26909237354993815) | > loss_disc_real_4: 0.26962798833847046 (0.24061539556298936) | > loss_disc_real_5: 0.33719977736473083 (0.27969854857240406) | > loss_0: 2.5703330039978027 (2.3428960187094554) | > loss_gen: 2.44336199760437 (2.648679801395961) | > loss_kl: 2.6643786430358887 (2.5010255575180054) | > loss_feat: 6.976856231689453 (7.267527341842651) | > loss_mel: 21.0424747467041 (19.616706575666154) | > loss_duration: 2.3852319717407227 (2.2796278510774894) | > loss_1: 35.51230239868164 (34.31356675284249)  --> STEP: 15 | > loss_disc: 2.3459510803222656 (2.3430996894836427) | > loss_disc_real_0: 0.11429436504840851 (0.09075352276364962) | > loss_disc_real_1: 0.24662648141384125 (0.1978381117184957) | > loss_disc_real_2: 0.19920197129249573 (0.26632459064324693) | > loss_disc_real_3: 0.27117228507995605 (0.269231034318606) | > loss_disc_real_4: 0.2631000876426697 (0.24211437503496805) | > loss_disc_real_5: 0.2934577763080597 (0.2806158304214478) | > loss_0: 2.3459510803222656 (2.3430996894836427) | > loss_gen: 2.8235013484954834 (2.660334571202596) | > loss_kl: 3.2707557678222656 (2.5523409048716226) | > loss_feat: 9.400861740112305 (7.409749635060629) | > loss_mel: 18.78789710998535 (19.561452611287436) | > loss_duration: 2.3109185695648193 (2.281713898976645) | > loss_1: 36.59393310546875 (34.46559117635091)  --> STEP: 16 | > loss_disc: 2.5527310371398926 (2.356201648712158) | > loss_disc_real_0: 0.14261874556541443 (0.09399509918875992) | > loss_disc_real_1: 0.2182949036359787 (0.19911666121333838) | > loss_disc_real_2: 0.20165973901748657 (0.26228303741663694) | > loss_disc_real_3: 0.20621347427368164 (0.2652924368157982) | > loss_disc_real_4: 0.23975826799869537 (0.24196711834520102) | > loss_disc_real_5: 0.28861871361732483 (0.28111601062119007) | > loss_0: 2.5527310371398926 (2.356201648712158) | > loss_gen: 2.0351333618164062 (2.621259495615959) | > loss_kl: 2.1999573707580566 (2.530316933989525) | > loss_feat: 3.626284599304199 (7.173283070325851) | > loss_mel: 13.847127914428711 (19.204307317733765) | > loss_duration: 2.3532562255859375 (2.2861852943897256) | > loss_1: 24.06175994873047 (33.815351724624634)  --> STEP: 17 | > loss_disc: 2.3375625610351562 (2.3551052317899814) | > loss_disc_real_0: 0.045682527124881744 (0.09115318318500239) | > loss_disc_real_1: 0.19658347964286804 (0.19896765053272247) | > loss_disc_real_2: 0.25930488109588623 (0.26210785175071044) | > loss_disc_real_3: 0.2926011085510254 (0.2668988292708116) | > loss_disc_real_4: 0.21917881071567535 (0.24062662966111126) | > loss_disc_real_5: 0.30620962381362915 (0.28259210551486297) | > loss_0: 2.3375625610351562 (2.3551052317899814) | > loss_gen: 2.547727108001709 (2.616934061050415) | > loss_kl: 1.5739009380340576 (2.474057169521556) | > loss_feat: 7.650632858276367 (7.201362469617059) | > loss_mel: 19.358596801757812 (19.21338316973518) | > loss_duration: 2.3631622791290283 (2.290713352315567) | > loss_1: 33.4940185546875 (33.79644977345186)  --> STEP: 18 | > loss_disc: 1.9897381067276 (2.334807058175405) | > loss_disc_real_0: 0.09496574103832245 (0.09136499195463127) | > loss_disc_real_1: 0.1523197740316391 (0.19637610183821785) | > loss_disc_real_2: 0.20755647122859955 (0.25907721949948204) | > loss_disc_real_3: 0.21724091470241547 (0.26414005623923403) | > loss_disc_real_4: 0.19173765182495117 (0.23791057533688015) | > loss_disc_real_5: 0.1829846054315567 (0.27705835551023483) | > loss_0: 1.9897381067276 (2.334807058175405) | > loss_gen: 2.963472604751587 (2.636186202367147) | > loss_kl: 3.0197205543518066 (2.5043718020121255) | > loss_feat: 9.735004425048828 (7.342120356029934) | > loss_mel: 21.655168533325195 (19.349037912156845) | > loss_duration: 2.215306282043457 (2.2865240706337833) | > loss_1: 39.58867263793945 (34.11823993259006)  --> STEP: 19 | > loss_disc: 2.3191184997558594 (2.3339813445743762) | > loss_disc_real_0: 0.15241463482379913 (0.09457813105300854) | > loss_disc_real_1: 0.18273437023162842 (0.1956581159641868) | > loss_disc_real_2: 0.18293583393096924 (0.25506977815377085) | > loss_disc_real_3: 0.24622909724712372 (0.2631973741870177) | > loss_disc_real_4: 0.2581593990325928 (0.2389763028998124) | > loss_disc_real_5: 0.2697141468524933 (0.27667181821245895) | > loss_0: 2.3191184997558594 (2.3339813445743762) | > loss_gen: 2.718141555786133 (2.6404996420207776) | > loss_kl: 1.9528553485870361 (2.4753446202529106) | > loss_feat: 5.929844856262207 (7.267790066568475) | > loss_mel: 19.47989273071289 (19.355925007870322) | > loss_duration: 2.303467273712158 (2.2874158181642237) | > loss_1: 32.38420104980469 (34.026974728232936)  --> STEP: 20 | > loss_disc: 2.0249154567718506 (2.31852805018425) | > loss_disc_real_0: 0.06587224453687668 (0.09314283672720194) | > loss_disc_real_1: 0.21624356508255005 (0.19668738842010497) | > loss_disc_real_2: 0.18768396973609924 (0.2517004877328873) | > loss_disc_real_3: 0.21675404906272888 (0.2608752079308033) | > loss_disc_real_4: 0.14736564457416534 (0.23439576998353004) | > loss_disc_real_5: 0.23309752345085144 (0.2744931034743786) | > loss_0: 2.0249154567718506 (2.31852805018425) | > loss_gen: 2.5994670391082764 (2.6384480118751528) | > loss_kl: 2.2626423835754395 (2.4647095084190367) | > loss_feat: 7.048544883728027 (7.256827807426452) | > loss_mel: 19.199487686157227 (19.34810314178467) | > loss_duration: 2.2568836212158203 (2.285889208316804) | > loss_1: 33.367027282714844 (33.99397735595703)  --> STEP: 21 | > loss_disc: 2.4484188556671143 (2.324713326635815) | > loss_disc_real_0: 0.09442199766635895 (0.09320374915287608) | > loss_disc_real_1: 0.2814352810382843 (0.200723002354304) | > loss_disc_real_2: 0.2797944247722626 (0.2530382942585718) | > loss_disc_real_3: 0.3046899735927582 (0.2629616253432773) | > loss_disc_real_4: 0.33585861325263977 (0.23922733394872575) | > loss_disc_real_5: 0.34269338846206665 (0.27774073609283995) | > loss_0: 2.4484188556671143 (2.324713326635815) | > loss_gen: 2.9768173694610596 (2.6545608384268626) | > loss_kl: 2.4935615062713623 (2.4660834130786715) | > loss_feat: 6.213806629180908 (7.207160132271903) | > loss_mel: 18.25038719177246 (19.29583095368885) | > loss_duration: 2.1115946769714355 (2.277589468728929) | > loss_1: 32.04616928100586 (33.90122459048317)  --> STEP: 22 | > loss_disc: 2.1560397148132324 (2.317046344280243) | > loss_disc_real_0: 0.11278712749481201 (0.09409390271387318) | > loss_disc_real_1: 0.1685275137424469 (0.19925957105376504) | > loss_disc_real_2: 0.2433713674545288 (0.25259888849475165) | > loss_disc_real_3: 0.19495302438735962 (0.2598703252998265) | > loss_disc_real_4: 0.22910311818122864 (0.23876714232293042) | > loss_disc_real_5: 0.2542858123779297 (0.27667460319670767) | > loss_0: 2.1560397148132324 (2.317046344280243) | > loss_gen: 2.691709041595459 (2.6562493931163442) | > loss_kl: 1.3475502729415894 (2.415240997617895) | > loss_feat: 8.782130241394043 (7.278749682686546) | > loss_mel: 17.911426544189453 (19.232903480529785) | > loss_duration: 2.1687850952148438 (2.27264381538738) | > loss_1: 32.90160369873047 (33.85578727722168)  --> STEP: 23 | > loss_disc: 2.705833673477173 (2.3339501412018486) | > loss_disc_real_0: 0.16370001435279846 (0.09712025539382645) | > loss_disc_real_1: 0.22042082250118256 (0.2001796254645223) | > loss_disc_real_2: 0.2975580394268036 (0.2545536341874496) | > loss_disc_real_3: 0.2959687411785126 (0.26143982164237806) | > loss_disc_real_4: 0.3106362223625183 (0.2418918849333473) | > loss_disc_real_5: 0.4319756031036377 (0.2834268205839655) | > loss_0: 2.705833673477173 (2.3339501412018486) | > loss_gen: 2.580416440963745 (2.652952308240144) | > loss_kl: 2.3848445415496826 (2.413919412571451) | > loss_feat: 6.34538459777832 (7.238168592038362) | > loss_mel: 16.98334503173828 (19.135096591451894) | > loss_duration: 2.2546427249908447 (2.2718611592831826) | > loss_1: 30.54863166809082 (33.71199790291164)  --> STEP: 24 | > loss_disc: 2.6258223056793213 (2.34611148138841) | > loss_disc_real_0: 0.12721900641918182 (0.09837437001988292) | > loss_disc_real_1: 0.22369396686553955 (0.2011593896895647) | > loss_disc_real_2: 0.3199845254421234 (0.257279921323061) | > loss_disc_real_3: 0.3083544969558716 (0.2633945997804403) | > loss_disc_real_4: 0.2527269423007965 (0.242343345656991) | > loss_disc_real_5: 0.2998744547367096 (0.2841121386736632) | > loss_0: 2.6258223056793213 (2.34611148138841) | > loss_gen: 2.5016682147979736 (2.6466488043467202) | > loss_kl: 2.5160186290740967 (2.418173546592395) | > loss_feat: 8.423055648803711 (7.2875388860702515) | > loss_mel: 18.08582878112793 (19.09137709935506) | > loss_duration: 2.4579412937164307 (2.279614498217901) | > loss_1: 33.98451232910156 (33.723352670669556)  --> STEP: 25 | > loss_disc: 2.466102123260498 (2.3509111070632933) | > loss_disc_real_0: 0.1363193243741989 (0.09989216819405555) | > loss_disc_real_1: 0.2029748111963272 (0.2012320065498352) | > loss_disc_real_2: 0.3800410330295563 (0.2621903657913208) | > loss_disc_real_3: 0.2739567458629608 (0.26381708562374107) | > loss_disc_real_4: 0.33027714490890503 (0.24586069762706755) | > loss_disc_real_5: 0.28434935212135315 (0.2841216272115708) | > loss_0: 2.466102123260498 (2.3509111070632933) | > loss_gen: 3.0326602458953857 (2.662089262008667) | > loss_kl: 2.597368001937866 (2.4253413248062134) | > loss_feat: 8.598593711853027 (7.3399810791015625) | > loss_mel: 18.19193458557129 (19.05539939880371) | > loss_duration: 2.3592991828918457 (2.282801885604859) | > loss_1: 34.77985763549805 (33.7656128692627)  --> STEP: 26 | > loss_disc: 2.5620710849761963 (2.3590326446753282) | > loss_disc_real_0: 0.07846064865589142 (0.09906787898104924) | > loss_disc_real_1: 0.24023054540157318 (0.20273195035182512) | > loss_disc_real_2: 0.22316168248653412 (0.2606892625872906) | > loss_disc_real_3: 0.1942075490951538 (0.26113979575725693) | > loss_disc_real_4: 0.33747681975364685 (0.249384394631936) | > loss_disc_real_5: 0.2490302324295044 (0.2827719581814913) | > loss_0: 2.5620710849761963 (2.3590326446753282) | > loss_gen: 2.198641538619995 (2.644264349570641) | > loss_kl: 2.0338361263275146 (2.4102834325570326) | > loss_feat: 6.931546688079834 (7.324272064062265) | > loss_mel: 20.68088722229004 (19.11791816124549) | > loss_duration: 2.2840607166290283 (2.2828503021827116) | > loss_1: 34.128971099853516 (33.77958818582388) --> EVAL PERFORMANCE | > avg_loader_time: 0.002631682616013747 (+0.0001769340955294096) | > avg_loss_disc: 2.3590326446753282 (+0.08198110415385296) | > avg_loss_disc_real_0: 0.09906787898104924 (-0.024566421141991257) | > avg_loss_disc_real_1: 0.20273195035182512 (-0.05689363983961254) | > avg_loss_disc_real_2: 0.2606892625872906 (+0.030193402216984716) | > avg_loss_disc_real_3: 0.26113979575725693 (-0.0016716747329786341) | > avg_loss_disc_real_4: 0.249384394631936 (+0.030068659438536732) | > avg_loss_disc_real_5: 0.2827719581814913 (+0.08929876295419845) | > avg_loss_0: 2.3590326446753282 (+0.08198110415385296) | > avg_loss_gen: 2.644264349570641 (-0.0019158170773434513) | > avg_loss_kl: 2.4102834325570326 (+0.006415701829470155) | > avg_loss_feat: 7.324272064062265 (+0.010569700827965711) | > avg_loss_mel: 19.11791816124549 (+0.5561886934133682) | > avg_loss_duration: 2.2828503021827116 (-0.002015343079199816) | > avg_loss_1: 33.77958818582388 (+0.5692429175743712)  > EPOCH: 219/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:33:23)   --> TIME: 2024-06-11 00:33:26 -- STEP: 4/330 -- GLOBAL_STEP: 160275 | > loss_disc: 2.272988796234131 (2.359364092350006) | > loss_disc_real_0: 0.07584866136312485 (0.11697978340089321) | > loss_disc_real_1: 0.17547273635864258 (0.17583949491381645) | > loss_disc_real_2: 0.21030597388744354 (0.20060953870415688) | > loss_disc_real_3: 0.22667960822582245 (0.24094806611537933) | > loss_disc_real_4: 0.24370703101158142 (0.2514073997735977) | > loss_disc_real_5: 0.2341594099998474 (0.23322028666734695) | > loss_0: 2.272988796234131 (2.359364092350006) | > grad_norm_0: tensor(21.0467, device='cuda:0') (tensor(18.7844, device='cuda:0')) | > loss_gen: 2.5900633335113525 (2.485938549041748) | > loss_kl: 1.6805473566055298 (1.696090191602707) | > loss_feat: 7.260917663574219 (6.792847394943237) | > loss_mel: 19.966629028320312 (19.408455848693848) | > loss_duration: 2.291548728942871 (2.2768369913101196) | > loss_1: 33.78970718383789 (32.66016864776611) | > grad_norm_1: tensor(127.6580, device='cuda:0') (tensor(137.9437, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3424 (0.3488389849662781) | > loader_time: 0.0034 (0.003224670886993408)  --> TIME: 2024-06-11 00:33:35 -- STEP: 29/330 -- GLOBAL_STEP: 160300 | > loss_disc: 2.1760993003845215 (2.2866695420495393) | > loss_disc_real_0: 0.10648543387651443 (0.10960068219694598) | > loss_disc_real_1: 0.1758671998977661 (0.1990389233005458) | > loss_disc_real_2: 0.2263122946023941 (0.21179626933459578) | > loss_disc_real_3: 0.19750995934009552 (0.22520234923938226) | > loss_disc_real_4: 0.22921237349510193 (0.21948450700990085) | > loss_disc_real_5: 0.22024491429328918 (0.2125072366204755) | > loss_0: 2.1760993003845215 (2.2866695420495393) | > grad_norm_0: tensor(11.7889, device='cuda:0') (tensor(13.2507, device='cuda:0')) | > loss_gen: 2.7156729698181152 (2.5421955092199924) | > loss_kl: 1.7213481664657593 (1.7335462200230565) | > loss_feat: 7.700710773468018 (7.202537026898614) | > loss_mel: 19.274621963500977 (18.95786791834338) | > loss_duration: 2.0836451053619385 (2.1136584898521167) | > loss_1: 33.496002197265625 (32.54980527943577) | > grad_norm_1: tensor(191.6854, device='cuda:0') (tensor(176.4786, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3492 (0.3563057389752618) | > loader_time: 0.0038 (0.0033786461271088698)  --> TIME: 2024-06-11 00:33:44 -- STEP: 54/330 -- GLOBAL_STEP: 160325 | > loss_disc: 2.2428646087646484 (2.29562360269052) | > loss_disc_real_0: 0.13309308886528015 (0.11224274254507488) | > loss_disc_real_1: 0.18384739756584167 (0.19885724341427838) | > loss_disc_real_2: 0.24302786588668823 (0.21433717233163338) | > loss_disc_real_3: 0.2567780613899231 (0.22596415573800052) | > loss_disc_real_4: 0.23571516573429108 (0.22292520161028262) | > loss_disc_real_5: 0.20894372463226318 (0.21069519746082802) | > loss_0: 2.2428646087646484 (2.29562360269052) | > grad_norm_0: tensor(10.3748, device='cuda:0') (tensor(12.1895, device='cuda:0')) | > loss_gen: 2.7212486267089844 (2.5428702301449246) | > loss_kl: 1.660683512687683 (1.727666179339091) | > loss_feat: 7.685020446777344 (7.234309284775345) | > loss_mel: 19.028684616088867 (19.032246766266994) | > loss_duration: 2.020050048828125 (2.0800245757456186) | > loss_1: 33.11568832397461 (32.617116963421836) | > grad_norm_1: tensor(44.2093, device='cuda:0') (tensor(151.8448, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3441 (0.3584948380788168) | > loader_time: 0.0033 (0.003525027522334346)  --> TIME: 2024-06-11 00:33:53 -- STEP: 79/330 -- GLOBAL_STEP: 160350 | > loss_disc: 2.330557346343994 (2.2915931532654574) | > loss_disc_real_0: 0.09239082783460617 (0.11105601150023786) | > loss_disc_real_1: 0.20178604125976562 (0.19771903187413756) | > loss_disc_real_2: 0.22848421335220337 (0.21405395412746864) | > loss_disc_real_3: 0.24615399539470673 (0.22639245587059215) | > loss_disc_real_4: 0.26086100935935974 (0.22244842746589757) | > loss_disc_real_5: 0.21324393153190613 (0.21229790981057323) | > loss_0: 2.330557346343994 (2.2915931532654574) | > grad_norm_0: tensor(8.8237, device='cuda:0') (tensor(11.2664, device='cuda:0')) | > loss_gen: 2.6130714416503906 (2.5518586605410034) | > loss_kl: 1.6558057069778442 (1.7289620834060861) | > loss_feat: 6.8505473136901855 (7.349331656588784) | > loss_mel: 18.772994995117188 (19.044896789743927) | > loss_duration: 2.0044121742248535 (2.0644542612606966) | > loss_1: 31.896831512451172 (32.73950352246247) | > grad_norm_1: tensor(173.5501, device='cuda:0') (tensor(146.0977, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3576 (0.35622080971923054) | > loader_time: 0.0037 (0.003569129147107088)  --> TIME: 2024-06-11 00:34:02 -- STEP: 104/330 -- GLOBAL_STEP: 160375 | > loss_disc: 2.2889933586120605 (2.2875822644967294) | > loss_disc_real_0: 0.1262531727552414 (0.11180373761229791) | > loss_disc_real_1: 0.19068096578121185 (0.1975809305619735) | > loss_disc_real_2: 0.1805112361907959 (0.21343398022537047) | > loss_disc_real_3: 0.2323925644159317 (0.22512865152496558) | > loss_disc_real_4: 0.21310222148895264 (0.220783532382204) | > loss_disc_real_5: 0.19388534128665924 (0.2117438240406605) | > loss_0: 2.2889933586120605 (2.2875822644967294) | > grad_norm_0: tensor(30.0368, device='cuda:0') (tensor(12.5975, device='cuda:0')) | > loss_gen: 2.589869499206543 (2.557310035595527) | > loss_kl: 1.7216672897338867 (1.7253570820276554) | > loss_feat: 7.965610504150391 (7.4047257625139675) | > loss_mel: 18.95123291015625 (19.057556078984188) | > loss_duration: 2.086670398712158 (2.0624700303261103) | > loss_1: 33.3150520324707 (32.80741909834053) | > grad_norm_1: tensor(389.4842, device='cuda:0') (tensor(160.2330, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3656 (0.3563692294634305) | > loader_time: 0.0035 (0.003602619354541485)  --> TIME: 2024-06-11 00:34:11 -- STEP: 129/330 -- GLOBAL_STEP: 160400 | > loss_disc: 2.344882011413574 (2.287747421930002) | > loss_disc_real_0: 0.08048476278781891 (0.11125617555176565) | > loss_disc_real_1: 0.20187272131443024 (0.19707522662573082) | > loss_disc_real_2: 0.19138973951339722 (0.2123993026424748) | > loss_disc_real_3: 0.21021823585033417 (0.2250819656738015) | > loss_disc_real_4: 0.21285957098007202 (0.22106695914453314) | > loss_disc_real_5: 0.22186826169490814 (0.21302251806554867) | > loss_0: 2.344882011413574 (2.287747421930002) | > grad_norm_0: tensor(18.1774, device='cuda:0') (tensor(13.9847, device='cuda:0')) | > loss_gen: 2.5495219230651855 (2.5626143891682) | > loss_kl: 1.7251633405685425 (1.730336026627888) | > loss_feat: 7.282866477966309 (7.423952280088913) | > loss_mel: 19.267711639404297 (19.078148937964624) | > loss_duration: 2.03490948677063 (2.061607926390891) | > loss_1: 32.860172271728516 (32.856659660043626) | > grad_norm_1: tensor(224.7967, device='cuda:0') (tensor(176.3387, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3664 (0.3567665713702061) | > loader_time: 0.0041 (0.00368536350338958)  --> TIME: 2024-06-11 00:34:21 -- STEP: 154/330 -- GLOBAL_STEP: 160425 | > loss_disc: 2.346867561340332 (2.286133818812183) | > loss_disc_real_0: 0.10173209011554718 (0.11107824442835597) | > loss_disc_real_1: 0.21148225665092468 (0.1969653917597486) | > loss_disc_real_2: 0.23618315160274506 (0.2128931430059594) | > loss_disc_real_3: 0.22375938296318054 (0.22550314926094822) | > loss_disc_real_4: 0.22825217247009277 (0.2208850092508576) | > loss_disc_real_5: 0.2027275264263153 (0.21282833863001366) | > loss_0: 2.346867561340332 (2.286133818812183) | > grad_norm_0: tensor(21.2985, device='cuda:0') (tensor(16.1530, device='cuda:0')) | > loss_gen: 2.6289889812469482 (2.572241535434475) | > loss_kl: 1.808138370513916 (1.734518687446396) | > loss_feat: 8.267313003540039 (7.446150061372038) | > loss_mel: 19.280908584594727 (19.121088387130143) | > loss_duration: 2.0698258876800537 (2.062306250844682) | > loss_1: 34.055171966552734 (32.936305008925395) | > grad_norm_1: tensor(261.0139, device='cuda:0') (tensor(196.1487, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3661 (0.3595841643098114) | > loader_time: 0.005 (0.0038423925251155704)  --> TIME: 2024-06-11 00:34:31 -- STEP: 179/330 -- GLOBAL_STEP: 160450 | > loss_disc: 2.3054287433624268 (2.2844762682248754) | > loss_disc_real_0: 0.12929533421993256 (0.11057759898418155) | > loss_disc_real_1: 0.20748749375343323 (0.19749388806313775) | > loss_disc_real_2: 0.2104465663433075 (0.21353339408030056) | > loss_disc_real_3: 0.22927212715148926 (0.22473052268920665) | > loss_disc_real_4: 0.24422991275787354 (0.21993641538659953) | > loss_disc_real_5: 0.24058258533477783 (0.21265194302830617) | > loss_0: 2.3054287433624268 (2.2844762682248754) | > grad_norm_0: tensor(66.8238, device='cuda:0') (tensor(18.0400, device='cuda:0')) | > loss_gen: 2.657716751098633 (2.582953002865754) | > loss_kl: 1.8312546014785767 (1.7379106303167078) | > loss_feat: 7.479670524597168 (7.463345929897032) | > loss_mel: 19.199548721313477 (19.11775883083237) | > loss_duration: 2.112173557281494 (2.066540809982981) | > loss_1: 33.280364990234375 (32.96850931178257) | > grad_norm_1: tensor(409.4641, device='cuda:0') (tensor(214.6981, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3796 (0.36310413429856964) | > loader_time: 0.0046 (0.003972394506358568)  --> TIME: 2024-06-11 00:34:41 -- STEP: 204/330 -- GLOBAL_STEP: 160475 | > loss_disc: 2.4085097312927246 (2.285873431785434) | > loss_disc_real_0: 0.07757578790187836 (0.11033564782244902) | > loss_disc_real_1: 0.16200944781303406 (0.19781035046074905) | > loss_disc_real_2: 0.19769561290740967 (0.21360581594647146) | > loss_disc_real_3: 0.2025424987077713 (0.22535229182126476) | > loss_disc_real_4: 0.23709362745285034 (0.2201737811898484) | > loss_disc_real_5: 0.22895541787147522 (0.21270919613101902) | > loss_0: 2.4085097312927246 (2.285873431785434) | > grad_norm_0: tensor(27.0863, device='cuda:0') (tensor(19.5466, device='cuda:0')) | > loss_gen: 2.7085886001586914 (2.590645831005246) | > loss_kl: 1.8589117527008057 (1.7412559863399057) | > loss_feat: 9.11916446685791 (7.485940809343376) | > loss_mel: 20.015836715698242 (19.101660934149045) | > loss_duration: 2.058929681777954 (2.072391003954644) | > loss_1: 35.76142883300781 (32.99189461913763) | > grad_norm_1: tensor(464.5288, device='cuda:0') (tensor(228.6066, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3964 (0.3671548308110705) | > loader_time: 0.0053 (0.00413477537678737)  --> TIME: 2024-06-11 00:34:51 -- STEP: 229/330 -- GLOBAL_STEP: 160500 | > loss_disc: 2.3937954902648926 (2.289582748079926) | > loss_disc_real_0: 0.22119584679603577 (0.11186297971543786) | > loss_disc_real_1: 0.21520744264125824 (0.19879540670907134) | > loss_disc_real_2: 0.2005397081375122 (0.21384350194160595) | > loss_disc_real_3: 0.21260367333889008 (0.22464218325750276) | > loss_disc_real_4: 0.21077287197113037 (0.2190890128045103) | > loss_disc_real_5: 0.21492671966552734 (0.2128017387926318) | > loss_0: 2.3937954902648926 (2.289582748079926) | > grad_norm_0: tensor(52.2611, device='cuda:0') (tensor(22.4336, device='cuda:0')) | > loss_gen: 2.604182243347168 (2.592864888203717) | > loss_kl: 1.8870881795883179 (1.741337541409455) | > loss_feat: 6.888745307922363 (7.467220121075493) | > loss_mel: 19.045564651489258 (19.061090152857076) | > loss_duration: 2.168928861618042 (2.0793246504521252) | > loss_1: 32.59450912475586 (32.94183738575233) | > grad_norm_1: tensor(305.1314, device='cuda:0') (tensor(245.3167, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.3962 (0.37044687042069746) | > loader_time: 0.0052 (0.004271261556700325) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_160500.pth  --> TIME: 2024-06-11 00:35:06 -- STEP: 254/330 -- GLOBAL_STEP: 160525 | > loss_disc: 2.305816888809204 (2.291731988351177) | > loss_disc_real_0: 0.14143434166908264 (0.1131787009566553) | > loss_disc_real_1: 0.2014145851135254 (0.1992321826341584) | > loss_disc_real_2: 0.22865334153175354 (0.21348215657191014) | > loss_disc_real_3: 0.24578800797462463 (0.22453702047584564) | > loss_disc_real_4: 0.25113463401794434 (0.21930575276922992) | > loss_disc_real_5: 0.24258196353912354 (0.21299169130447343) | > loss_0: 2.305816888809204 (2.291731988351177) | > grad_norm_0: tensor(14.7347, device='cuda:0') (tensor(22.6217, device='cuda:0')) | > loss_gen: 2.576355457305908 (2.58580373685191) | > loss_kl: 1.8839091062545776 (1.744972915630641) | > loss_feat: 7.395055770874023 (7.451231504049827) | > loss_mel: 18.163898468017578 (19.016049159793397) | > loss_duration: 2.110609292984009 (2.0856111894442333) | > loss_1: 32.12982940673828 (32.88366856912931) | > grad_norm_1: tensor(125.4803, device='cuda:0') (tensor(247.5469, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.4197 (0.37554737526600757) | > loader_time: 0.0055 (0.004416869381281334)  --> TIME: 2024-06-11 00:35:17 -- STEP: 279/330 -- GLOBAL_STEP: 160550 | > loss_disc: 2.225775718688965 (2.2920963960736467) | > loss_disc_real_0: 0.14270535111427307 (0.11403571858361203) | > loss_disc_real_1: 0.2156064659357071 (0.19939073904227184) | > loss_disc_real_2: 0.23300893604755402 (0.2135823703901742) | > loss_disc_real_3: 0.22244377434253693 (0.2243271284740031) | > loss_disc_real_4: 0.2083997279405594 (0.21924814549825525) | > loss_disc_real_5: 0.2105623334646225 (0.21269461704838658) | > loss_0: 2.225775718688965 (2.2920963960736467) | > grad_norm_0: tensor(5.9707, device='cuda:0') (tensor(21.6662, device='cuda:0')) | > loss_gen: 2.5918233394622803 (2.582115496358564) | > loss_kl: 1.7425029277801514 (1.7475914015137592) | > loss_feat: 8.091004371643066 (7.462218064133839) | > loss_mel: 19.28415298461914 (18.99385504910595) | > loss_duration: 2.1532199382781982 (2.0936982349682873) | > loss_1: 33.86270523071289 (32.87947832469874) | > grad_norm_1: tensor(117.6271, device='cuda:0') (tensor(237.1260, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.4453 (0.3804831368094276) | > loader_time: 0.0063 (0.004569263868434455)  --> TIME: 2024-06-11 00:35:29 -- STEP: 304/330 -- GLOBAL_STEP: 160575 | > loss_disc: 2.279240369796753 (2.295709763702595) | > loss_disc_real_0: 0.11043921113014221 (0.11520169607951845) | > loss_disc_real_1: 0.2233581840991974 (0.2005471057307564) | > loss_disc_real_2: 0.16983382403850555 (0.2143099084986668) | > loss_disc_real_3: 0.20561768114566803 (0.22434998372275577) | > loss_disc_real_4: 0.17963320016860962 (0.21911261946355046) | > loss_disc_real_5: 0.2210284322500229 (0.21229848535241266) | > loss_0: 2.279240369796753 (2.295709763702595) | > grad_norm_0: tensor(21.1874, device='cuda:0') (tensor(20.9588, device='cuda:0')) | > loss_gen: 2.551710605621338 (2.58088932852996) | > loss_kl: 1.8575502634048462 (1.751459926366806) | > loss_feat: 8.850738525390625 (7.478615011039533) | > loss_mel: 18.466167449951172 (18.970162975160694) | > loss_duration: 2.2398674488067627 (2.103669235580845) | > loss_1: 33.966033935546875 (32.88479651275436) | > grad_norm_1: tensor(96.8268, device='cuda:0') (tensor(230.0231, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.4709 (0.3874246227113823) | > loader_time: 0.0073 (0.004751930895604582)  --> TIME: 2024-06-11 00:35:59 -- STEP: 329/330 -- GLOBAL_STEP: 160600 | > loss_disc: 2.3927712440490723 (2.3012499149809504) | > loss_disc_real_0: 0.13072343170642853 (0.11653862869802942) | > loss_disc_real_1: 0.18472820520401 (0.20091306515558874) | > loss_disc_real_2: 0.22321374714374542 (0.21458913503628008) | > loss_disc_real_3: 0.3010879456996918 (0.22463210928041522) | > loss_disc_real_4: 0.18886297941207886 (0.21956350298819213) | > loss_disc_real_5: 0.28094446659088135 (0.21260211184213226) | > loss_0: 2.3927712440490723 (2.3012499149809504) | > grad_norm_0: tensor(15.1798, device='cuda:0') (tensor(20.8337, device='cuda:0')) | > loss_gen: 2.1297059059143066 (2.5746405472509046) | > loss_kl: 2.0709187984466553 (1.7592411602884077) | > loss_feat: 13.385392189025879 (7.5842755819164145) | > loss_mel: 19.931262969970703 (18.946103435156914) | > loss_duration: 2.278226852416992 (2.116960026210563) | > loss_1: 39.795509338378906 (32.981220801912954) | > grad_norm_1: tensor(157.5128, device='cuda:0') (tensor(233.6583, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 15.1134 (0.4463871699336088) | > loader_time: 0.0353 (0.005220212472608383)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.524259567260742 (2.524259567260742) | > loss_disc_real_0: 0.16500109434127808 (0.16500109434127808) | > loss_disc_real_1: 0.2528429925441742 (0.2528429925441742) | > loss_disc_real_2: 0.20610539615154266 (0.20610539615154266) | > loss_disc_real_3: 0.25814977288246155 (0.25814977288246155) | > loss_disc_real_4: 0.26429057121276855 (0.26429057121276855) | > loss_disc_real_5: 0.23312558233737946 (0.23312558233737946) | > loss_0: 2.524259567260742 (2.524259567260742) | > loss_gen: 2.2504870891571045 (2.2504870891571045) | > loss_kl: 1.295964002609253 (1.295964002609253) | > loss_feat: 4.005697250366211 (4.005697250366211) | > loss_mel: 15.276445388793945 (15.276445388793945) | > loss_duration: 2.881930351257324 (2.881930351257324) | > loss_1: 25.710521697998047 (25.710521697998047)  --> STEP: 1 | > loss_disc: 2.1052467823028564 (2.1052467823028564) | > loss_disc_real_0: 0.07826598733663559 (0.07826598733663559) | > loss_disc_real_1: 0.1309795379638672 (0.1309795379638672) | > loss_disc_real_2: 0.20306606590747833 (0.20306606590747833) | > loss_disc_real_3: 0.248707115650177 (0.248707115650177) | > loss_disc_real_4: 0.19273704290390015 (0.19273704290390015) | > loss_disc_real_5: 0.23640233278274536 (0.23640233278274536) | > loss_0: 2.1052467823028564 (2.1052467823028564) | > loss_gen: 2.4729361534118652 (2.4729361534118652) | > loss_kl: 1.6415269374847412 (1.6415269374847412) | > loss_feat: 7.0676445960998535 (7.0676445960998535) | > loss_mel: 19.825220108032227 (19.825220108032227) | > loss_duration: 2.336060047149658 (2.336060047149658) | > loss_1: 33.343387603759766 (33.343387603759766)  --> STEP: 2 | > loss_disc: 2.622598171234131 (2.3639224767684937) | > loss_disc_real_0: 0.1874256134033203 (0.13284580036997795) | > loss_disc_real_1: 0.21111343801021576 (0.17104648798704147) | > loss_disc_real_2: 0.2915116250514984 (0.24728884547948837) | > loss_disc_real_3: 0.30783262848854065 (0.2782698720693588) | > loss_disc_real_4: 0.33811211585998535 (0.26542457938194275) | > loss_disc_real_5: 0.2948666512966156 (0.2656344920396805) | > loss_0: 2.622598171234131 (2.3639224767684937) | > loss_gen: 2.5388059616088867 (2.505871057510376) | > loss_kl: 2.2934486865997314 (1.9674878120422363) | > loss_feat: 5.347817420959473 (6.207731008529663) | > loss_mel: 18.9735164642334 (19.399368286132812) | > loss_duration: 2.4210610389709473 (2.3785605430603027) | > loss_1: 31.574647903442383 (32.459017753601074)  --> STEP: 3 | > loss_disc: 2.365051746368408 (2.3642988999684653) | > loss_disc_real_0: 0.1177387535572052 (0.1278101180990537) | > loss_disc_real_1: 0.2428966909646988 (0.1949965556462606) | > loss_disc_real_2: 0.27407124638557434 (0.2562163124481837) | > loss_disc_real_3: 0.2545977234840393 (0.2703791558742523) | > loss_disc_real_4: 0.28312650322914124 (0.2713252206643422) | > loss_disc_real_5: 0.30103686451911926 (0.2774352828661601) | > loss_0: 2.365051746368408 (2.3642988999684653) | > loss_gen: 2.748560667037964 (2.586767594019572) | > loss_kl: 2.8649935722351074 (2.2666563987731934) | > loss_feat: 6.417683124542236 (6.2777150472005205) | > loss_mel: 17.28733253479004 (18.695356369018555) | > loss_duration: 2.2262237071990967 (2.327781597773234) | > loss_1: 31.54479217529297 (32.15427589416504)  --> STEP: 4 | > loss_disc: 2.320324182510376 (2.353305220603943) | > loss_disc_real_0: 0.11658871173858643 (0.12500476650893688) | > loss_disc_real_1: 0.2625899612903595 (0.2118949070572853) | > loss_disc_real_2: 0.2329571694135666 (0.2504015266895294) | > loss_disc_real_3: 0.23608773946762085 (0.26180630177259445) | > loss_disc_real_4: 0.1984073966741562 (0.25309576466679573) | > loss_disc_real_5: 0.26125651597976685 (0.27339059114456177) | > loss_0: 2.320324182510376 (2.353305220603943) | > loss_gen: 2.520791530609131 (2.5702735781669617) | > loss_kl: 2.655425786972046 (2.3638487458229065) | > loss_feat: 6.316915988922119 (6.28751528263092) | > loss_mel: 19.91843605041504 (19.001126289367676) | > loss_duration: 2.2045435905456543 (2.296972095966339) | > loss_1: 33.616111755371094 (32.51973485946655)  --> STEP: 5 | > loss_disc: 2.446726083755493 (2.371989393234253) | > loss_disc_real_0: 0.20180553197860718 (0.14036491960287095) | > loss_disc_real_1: 0.26552334427833557 (0.22262059450149535) | > loss_disc_real_2: 0.3049938380718231 (0.2613199889659882) | > loss_disc_real_3: 0.2807863652706146 (0.2656023144721985) | > loss_disc_real_4: 0.21933354437351227 (0.24634332060813904) | > loss_disc_real_5: 0.2134956270456314 (0.2614115983247757) | > loss_0: 2.446726083755493 (2.371989393234253) | > loss_gen: 2.6871681213378906 (2.5936524868011475) | > loss_kl: 1.9973199367523193 (2.290542984008789) | > loss_feat: 5.068404197692871 (6.0436930656433105) | > loss_mel: 18.992788314819336 (18.999458694458006) | > loss_duration: 2.3961570262908936 (2.31680908203125) | > loss_1: 31.14183807373047 (32.24415550231934)  --> STEP: 6 | > loss_disc: 2.455124616622925 (2.3858452637990317) | > loss_disc_real_0: 0.12514635920524597 (0.13782849286993346) | > loss_disc_real_1: 0.26094356179237366 (0.22900775571664175) | > loss_disc_real_2: 0.26805728673934937 (0.262442871928215) | > loss_disc_real_3: 0.22797910869121552 (0.259331780175368) | > loss_disc_real_4: 0.2280942052602768 (0.24330180138349533) | > loss_disc_real_5: 0.196005180478096 (0.2505105286836624) | > loss_0: 2.455124616622925 (2.3858452637990317) | > loss_gen: 2.272111415863037 (2.5400623083114624) | > loss_kl: 2.517404079437256 (2.3283531665802) | > loss_feat: 4.926259994506836 (5.857454220453898) | > loss_mel: 16.75152587890625 (18.624803225199383) | > loss_duration: 2.1106743812561035 (2.2824532985687256) | > loss_1: 28.57797622680664 (31.63312562306722)  --> STEP: 7 | > loss_disc: 2.377310276031494 (2.3846259798322404) | > loss_disc_real_0: 0.096032053232193 (0.13185757292168482) | > loss_disc_real_1: 0.24117718636989594 (0.23074624580996378) | > loss_disc_real_2: 0.31437948346138 (0.26986238786152433) | > loss_disc_real_3: 0.27224665880203247 (0.2611767628363201) | > loss_disc_real_4: 0.22538667917251587 (0.24074249821049826) | > loss_disc_real_5: 0.2512401044368744 (0.25061475379126413) | > loss_0: 2.377310276031494 (2.3846259798322404) | > loss_gen: 2.471283435821533 (2.5302367550986156) | > loss_kl: 3.349229335784912 (2.4741926193237305) | > loss_feat: 5.401098728179932 (5.792260578700474) | > loss_mel: 19.415029525756836 (18.73769269670759) | > loss_duration: 2.4401073455810547 (2.304975305284773) | > loss_1: 33.07674789428711 (31.839357376098633)  --> STEP: 8 | > loss_disc: 2.0666980743408203 (2.344884991645813) | > loss_disc_real_0: 0.04534771293401718 (0.12104384042322636) | > loss_disc_real_1: 0.12495941668748856 (0.21752289216965437) | > loss_disc_real_2: 0.19784308969974518 (0.2608599755913019) | > loss_disc_real_3: 0.17412115633487701 (0.2502948120236397) | > loss_disc_real_4: 0.18258588016033173 (0.23347292095422745) | > loss_disc_real_5: 0.16203312575817108 (0.2395420502871275) | > loss_0: 2.0666980743408203 (2.344884991645813) | > loss_gen: 2.2972586154937744 (2.5011144876480103) | > loss_kl: 2.3863494396209717 (2.4632122218608856) | > loss_feat: 10.810967445373535 (6.419598937034607) | > loss_mel: 21.31182861328125 (19.059459686279297) | > loss_duration: 2.187138795852661 (2.2902457416057587) | > loss_1: 38.99354553222656 (32.733630895614624)  --> STEP: 9 | > loss_disc: 2.218324661254883 (2.3308227327134876) | > loss_disc_real_0: 0.10916974395513535 (0.11972449637121624) | > loss_disc_real_1: 0.18448127806186676 (0.21385160171323353) | > loss_disc_real_2: 0.2835104167461395 (0.26337669127517277) | > loss_disc_real_3: 0.2586044669151306 (0.2512181070115831) | > loss_disc_real_4: 0.2606859505176544 (0.23649659090571934) | > loss_disc_real_5: 0.260092556476593 (0.24182543986373478) | > loss_0: 2.218324661254883 (2.3308227327134876) | > loss_gen: 3.0580220222473145 (2.5629931026034884) | > loss_kl: 2.230011224746704 (2.43730099995931) | > loss_feat: 9.45122241973877 (6.756445990668403) | > loss_mel: 19.775737762451172 (19.139046139187283) | > loss_duration: 2.110398054122925 (2.270262665218777) | > loss_1: 36.625389099121094 (33.16604847378201)  --> STEP: 10 | > loss_disc: 2.5017197132110596 (2.3479124307632446) | > loss_disc_real_0: 0.12312968075275421 (0.12006501480937004) | > loss_disc_real_1: 0.2267865091562271 (0.21514509245753288) | > loss_disc_real_2: 0.2738238573074341 (0.2644214078783989) | > loss_disc_real_3: 0.254258930683136 (0.2515221893787384) | > loss_disc_real_4: 0.20754456520080566 (0.23360138833522798) | > loss_disc_real_5: 0.21245640516281128 (0.23888853639364244) | > loss_0: 2.5017197132110596 (2.3479124307632446) | > loss_gen: 2.1938223838806152 (2.5260760307312013) | > loss_kl: 2.114612579345703 (2.405032157897949) | > loss_feat: 5.432077407836914 (6.624009132385254) | > loss_mel: 14.540711402893066 (18.679212665557863) | > loss_duration: 2.3113083839416504 (2.2743672370910644) | > loss_1: 26.592533111572266 (32.508696937561034)  --> STEP: 11 | > loss_disc: 2.115333080291748 (2.326768853447654) | > loss_disc_real_0: 0.11267124116420746 (0.11939285356890071) | > loss_disc_real_1: 0.16762730479240417 (0.21082529357888483) | > loss_disc_real_2: 0.21045589447021484 (0.25951545211401855) | > loss_disc_real_3: 0.18737444281578064 (0.24569057605483316) | > loss_disc_real_4: 0.22490093111991882 (0.23281043767929077) | > loss_disc_real_5: 0.2885299623012543 (0.2434013932943344) | > loss_0: 2.115333080291748 (2.326768853447654) | > loss_gen: 2.7115745544433594 (2.542939532886852) | > loss_kl: 1.6962761878967285 (2.3405997969887475) | > loss_feat: 7.117315292358398 (6.668855146928267) | > loss_mel: 18.603944778442383 (18.672370130365547) | > loss_duration: 2.361083984375 (2.2822505777532403) | > loss_1: 32.490196228027344 (32.507015054876156)  --> STEP: 12 | > loss_disc: 2.28959059715271 (2.323670665423075) | > loss_disc_real_0: 0.09805427491664886 (0.11761463868121307) | > loss_disc_real_1: 0.23667728900909424 (0.21297962653140226) | > loss_disc_real_2: 0.26189517974853516 (0.2597137627502283) | > loss_disc_real_3: 0.29978421330451965 (0.2501983791589737) | > loss_disc_real_4: 0.2579617500305176 (0.23490638037522635) | > loss_disc_real_5: 0.3152763843536377 (0.2493909758826097) | > loss_0: 2.28959059715271 (2.323670665423075) | > loss_gen: 2.7994353771209717 (2.5643141865730286) | > loss_kl: 1.5772762298583984 (2.2769894997278852) | > loss_feat: 6.4103779792785645 (6.6473153829574585) | > loss_mel: 20.81048011779785 (18.850545962651573) | > loss_duration: 2.238572120666504 (2.2786107063293457) | > loss_1: 33.83613967895508 (32.617775440216064)  --> STEP: 13 | > loss_disc: 2.5781683921813965 (2.343247413635254) | > loss_disc_real_0: 0.11989283561706543 (0.11778988459935555) | > loss_disc_real_1: 0.20827578008174896 (0.21261779218912125) | > loss_disc_real_2: 0.223225936293602 (0.25690700686894935) | > loss_disc_real_3: 0.3103726804256439 (0.2548271715641022) | > loss_disc_real_4: 0.2872673273086548 (0.2389341455239516) | > loss_disc_real_5: 0.2551584839820862 (0.24983463035180017) | > loss_0: 2.5781683921813965 (2.343247413635254) | > loss_gen: 2.326451301574707 (2.546017041573158) | > loss_kl: 2.112098455429077 (2.2643055732433615) | > loss_feat: 5.503916263580322 (6.559361604543833) | > loss_mel: 18.005998611450195 (18.78558078178993) | > loss_duration: 2.139594793319702 (2.267917174559373) | > loss_1: 30.088058471679688 (32.423181827251724)  --> STEP: 14 | > loss_disc: 2.195925235748291 (2.332724400929042) | > loss_disc_real_0: 0.09960313141345978 (0.116490830800363) | > loss_disc_real_1: 0.16075879335403442 (0.20891357798661506) | > loss_disc_real_2: 0.3001367151737213 (0.25999484317643307) | > loss_disc_real_3: 0.25230804085731506 (0.2546472336564745) | > loss_disc_real_4: 0.20293603837490082 (0.23636285215616226) | > loss_disc_real_5: 0.21133217215538025 (0.2470844547663416) | > loss_0: 2.195925235748291 (2.332724400929042) | > loss_gen: 2.671262502670288 (2.5549631459372386) | > loss_kl: 2.972299575805664 (2.3148765734263828) | > loss_feat: 7.660784721374512 (6.638034684317453) | > loss_mel: 21.402063369750977 (18.972472395215714) | > loss_duration: 2.35312557220459 (2.2740034886768883) | > loss_1: 37.05953598022461 (32.7543499810355)  --> STEP: 15 | > loss_disc: 2.5634496212005615 (2.3481060822804767) | > loss_disc_real_0: 0.186355859041214 (0.12114849934975307) | > loss_disc_real_1: 0.28309276700019836 (0.21385885725418727) | > loss_disc_real_2: 0.28537750244140625 (0.26168702046076464) | > loss_disc_real_3: 0.33774837851524353 (0.26018730998039247) | > loss_disc_real_4: 0.2764483094215393 (0.23903521597385408) | > loss_disc_real_5: 0.2557958960533142 (0.24766521751880646) | > loss_0: 2.5634496212005615 (2.3481060822804767) | > loss_gen: 2.5779104232788086 (2.5564929644266763) | > loss_kl: 2.7573180198669434 (2.3443726698557534) | > loss_feat: 6.034463405609131 (6.597796599070231) | > loss_mel: 19.202587127685547 (18.98781337738037) | > loss_duration: 2.3165063858032227 (2.2768370151519775) | > loss_1: 32.88878631591797 (32.763312403361006)  --> STEP: 16 | > loss_disc: 2.4912359714508057 (2.3570517003536224) | > loss_disc_real_0: 0.10723415017127991 (0.12027885252609849) | > loss_disc_real_1: 0.27687761187553406 (0.21779752941802144) | > loss_disc_real_2: 0.40423592925071716 (0.27059632726013666) | > loss_disc_real_3: 0.30280372500419617 (0.2628508359193802) | > loss_disc_real_4: 0.2460983693599701 (0.23947666306048632) | > loss_disc_real_5: 0.25077393651008606 (0.24785951245576143) | > loss_0: 2.4912359714508057 (2.3570517003536224) | > loss_gen: 2.678267478942871 (2.5641038715839386) | > loss_kl: 2.453836441040039 (2.3512141555547714) | > loss_feat: 7.378396511077881 (6.646584093570709) | > loss_mel: 17.217227935791016 (18.877151787281036) | > loss_duration: 2.379723072052002 (2.283267393708229) | > loss_1: 32.107452392578125 (32.72232115268707)  --> STEP: 17 | > loss_disc: 2.3938183784484863 (2.3592144461239086) | > loss_disc_real_0: 0.15197399258613586 (0.1221432725296301) | > loss_disc_real_1: 0.1637302190065384 (0.21461709939381657) | > loss_disc_real_2: 0.22882290184497833 (0.26813906694159795) | > loss_disc_real_3: 0.3033420741558075 (0.26523267346269946) | > loss_disc_real_4: 0.25219056010246277 (0.24022453935707316) | > loss_disc_real_5: 0.3109248876571655 (0.2515692404087852) | > loss_0: 2.3938183784484863 (2.3592144461239086) | > loss_gen: 2.6549105644226074 (2.569445441750919) | > loss_kl: 1.8033069372177124 (2.3189843191820034) | > loss_feat: 6.673101902008057 (6.648143964655259) | > loss_mel: 18.165958404541016 (18.835316882413977) | > loss_duration: 2.378758430480957 (2.2888845135183895) | > loss_1: 31.676036834716797 (32.66077501633588)  --> STEP: 18 | > loss_disc: 2.2230358123779297 (2.351648966471354) | > loss_disc_real_0: 0.17809702455997467 (0.12525181430909368) | > loss_disc_real_1: 0.20372605323791504 (0.21401204127404425) | > loss_disc_real_2: 0.22504504024982452 (0.26574495434761053) | > loss_disc_real_3: 0.2158772498369217 (0.2624907054834896) | > loss_disc_real_4: 0.1742236614227295 (0.2365578239162763) | > loss_disc_real_5: 0.22768791019916534 (0.2502424998415841) | > loss_0: 2.2230358123779297 (2.351648966471354) | > loss_gen: 2.723161458969116 (2.5779852204852634) | > loss_kl: 2.504335641860962 (2.3292816148863897) | > loss_feat: 8.268688201904297 (6.738174200057983) | > loss_mel: 18.775962829589844 (18.83201943503486) | > loss_duration: 2.2671937942504883 (2.2876794735590615) | > loss_1: 34.53934097290039 (32.76513979170058)  --> STEP: 19 | > loss_disc: 2.453470468521118 (2.357007992895026) | > loss_disc_real_0: 0.16712306439876556 (0.12745556431381325) | > loss_disc_real_1: 0.28580835461616516 (0.2177907946078401) | > loss_disc_real_2: 0.29222846031188965 (0.2671388230825726) | > loss_disc_real_3: 0.22252707183361053 (0.26038735634402227) | > loss_disc_real_4: 0.26500144600868225 (0.23805485665798187) | > loss_disc_real_5: 0.2572784721851349 (0.25061281417545517) | > loss_0: 2.453470468521118 (2.357007992895026) | > loss_gen: 2.5475728511810303 (2.5763845694692513) | > loss_kl: 1.6797701120376587 (2.295096798946983) | > loss_feat: 5.123184680938721 (6.653174751683285) | > loss_mel: 17.78106117248535 (18.776705842269095) | > loss_duration: 2.2870612144470215 (2.2876469336057963) | > loss_1: 29.418649673461914 (32.58900873284591)  --> STEP: 20 | > loss_disc: 2.3860816955566406 (2.3584616780281067) | > loss_disc_real_0: 0.1377210021018982 (0.12796883620321747) | > loss_disc_real_1: 0.22994102537631989 (0.21839830614626407) | > loss_disc_real_2: 0.27015870809555054 (0.2672898173332215) | > loss_disc_real_3: 0.29395899176597595 (0.2620659381151199) | > loss_disc_real_4: 0.21599477529525757 (0.23695185258984566) | > loss_disc_real_5: 0.2731494903564453 (0.25173964798450466) | > loss_0: 2.3860816955566406 (2.3584616780281067) | > loss_gen: 2.875002145767212 (2.591315448284149) | > loss_kl: 1.8078017234802246 (2.270732045173645) | > loss_feat: 6.793416500091553 (6.660186839103699) | > loss_mel: 19.827695846557617 (18.82925534248352) | > loss_duration: 2.285400629043579 (2.2875346183776855) | > loss_1: 33.589317321777344 (32.63902416229248)  --> STEP: 21 | > loss_disc: 2.37107253074646 (2.3590621948242188) | > loss_disc_real_0: 0.08316294848918915 (0.12583522250254944) | > loss_disc_real_1: 0.2733670175075531 (0.221015863830135) | > loss_disc_real_2: 0.195458322763443 (0.26386926997275584) | > loss_disc_real_3: 0.26120588183403015 (0.26202498305411565) | > loss_disc_real_4: 0.21604622900485992 (0.23595634670484633) | > loss_disc_real_5: 0.2542795240879059 (0.251860594465619) | > loss_0: 2.37107253074646 (2.3590621948242188) | > loss_gen: 2.2634944915771484 (2.5757049265361966) | > loss_kl: 2.2318572998046875 (2.2688808668227423) | > loss_feat: 4.60045051574707 (6.562104157039097) | > loss_mel: 14.0493803024292 (18.601642245338077) | > loss_duration: 2.1669094562530518 (2.281790563038417) | > loss_1: 25.312091827392578 (32.29012262253534)  --> STEP: 22 | > loss_disc: 2.2117443084716797 (2.3523659272627397) | > loss_disc_real_0: 0.1191161572933197 (0.12552981044758446) | > loss_disc_real_1: 0.26482492685317993 (0.22300718487663704) | > loss_disc_real_2: 0.20170721411705017 (0.2610437219793147) | > loss_disc_real_3: 0.2580112814903259 (0.2618425420739434) | > loss_disc_real_4: 0.1633111536502838 (0.2326542924750935) | > loss_disc_real_5: 0.2191261202096939 (0.2503726638176224) | > loss_0: 2.2117443084716797 (2.3523659272627397) | > loss_gen: 2.4954938888549805 (2.5720589702779595) | > loss_kl: 1.9964237213134766 (2.256496451117776) | > loss_feat: 6.597293853759766 (6.563703688708219) | > loss_mel: 19.223814010620117 (18.629922780123625) | > loss_duration: 2.1890573501586914 (2.2775754169984297) | > loss_1: 32.50208282470703 (32.29975717717951)  --> STEP: 23 | > loss_disc: 2.2814722061157227 (2.3492835915606953) | > loss_disc_real_0: 0.14360089600086212 (0.1263155098194661) | > loss_disc_real_1: 0.1993221789598465 (0.2219774020106896) | > loss_disc_real_2: 0.2664022743701935 (0.2612767025180486) | > loss_disc_real_3: 0.323878675699234 (0.26453976527504297) | > loss_disc_real_4: 0.2187463641166687 (0.2320495999377707) | > loss_disc_real_5: 0.18535324931144714 (0.2475457327521365) | > loss_0: 2.2814722061157227 (2.3492835915606953) | > loss_gen: 2.682157039642334 (2.5768458428590195) | > loss_kl: 2.501213312149048 (2.267136314640875) | > loss_feat: 6.342214584350586 (6.554073727649191) | > loss_mel: 18.481019973754883 (18.623448745064113) | > loss_duration: 2.269331455230713 (2.2772169838780942) | > loss_1: 32.275936126708984 (32.29872147933297)  --> STEP: 24 | > loss_disc: 2.3537120819091797 (2.3494681119918823) | > loss_disc_real_0: 0.09949015080928802 (0.12519778652737534) | > loss_disc_real_1: 0.26164504885673523 (0.22363022062927485) | > loss_disc_real_2: 0.301791787147522 (0.26296483104427665) | > loss_disc_real_3: 0.2186916619539261 (0.26262942763666314) | > loss_disc_real_4: 0.2165554314851761 (0.23140400958557925) | > loss_disc_real_5: 0.19559969007968903 (0.24538131430745122) | > loss_0: 2.3537120819091797 (2.3494681119918823) | > loss_gen: 2.433589220046997 (2.5708768169085183) | > loss_kl: 2.5085678100585938 (2.27719596028328) | > loss_feat: 7.693957328796387 (6.601568877696991) | > loss_mel: 20.012393951416016 (18.68132146199544) | > loss_duration: 2.40518856048584 (2.282549132903417) | > loss_1: 35.0536994934082 (32.41351222991944)  --> STEP: 25 | > loss_disc: 2.571030855178833 (2.3583306217193605) | > loss_disc_real_0: 0.15234726667404175 (0.126283765733242) | > loss_disc_real_1: 0.2400711178779602 (0.22428785651922226) | > loss_disc_real_2: 0.20458592474460602 (0.2606296747922898) | > loss_disc_real_3: 0.26064860820770264 (0.2625501948595047) | > loss_disc_real_4: 0.16203290224075317 (0.2286291652917862) | > loss_disc_real_5: 0.21333687007427216 (0.24409953653812405) | > loss_0: 2.571030855178833 (2.3583306217193605) | > loss_gen: 2.107398748397827 (2.5523376941680906) | > loss_kl: 2.2477915287017822 (2.27601978302002) | > loss_feat: 5.906191825866699 (6.573753795623779) | > loss_mel: 14.1016845703125 (18.498135986328126) | > loss_duration: 2.3123462200164795 (2.2837410163879395) | > loss_1: 26.675413131713867 (32.18398826599122)  --> STEP: 26 | > loss_disc: 2.650951385498047 (2.369585266480079) | > loss_disc_real_0: 0.0862884521484375 (0.12474548444151873) | > loss_disc_real_1: 0.2300061732530594 (0.224507791778216) | > loss_disc_real_2: 0.23557865619659424 (0.25966617407707077) | > loss_disc_real_3: 0.19346283376216888 (0.25989298866345334) | > loss_disc_real_4: 0.18829204142093658 (0.22707773745059967) | > loss_disc_real_5: 0.21411021053791046 (0.24294610092273122) | > loss_0: 2.650951385498047 (2.369585266480079) | > loss_gen: 1.6590183973312378 (2.5179792596743655) | > loss_kl: 2.0770294666290283 (2.2683663093126745) | > loss_feat: 7.381285190582275 (6.604812695429875) | > loss_mel: 10.075403213500977 (18.174184725834774) | > loss_duration: 2.264878034591675 (2.2830155170880833) | > loss_1: 23.457612991333008 (31.848358447735134) --> EVAL PERFORMANCE | > avg_loader_time: 0.002249561823331393 (-0.00038212079268235433) | > avg_loss_disc: 2.369585266480079 (+0.010552621804750917) | > avg_loss_disc_real_0: 0.12474548444151873 (+0.025677605460469488) | > avg_loss_disc_real_1: 0.224507791778216 (+0.021775841426390885) | > avg_loss_disc_real_2: 0.25966617407707077 (-0.0010230885102198162) | > avg_loss_disc_real_3: 0.25989298866345334 (-0.0012468070938035924) | > avg_loss_disc_real_4: 0.22707773745059967 (-0.022306657181336342) | > avg_loss_disc_real_5: 0.24294610092273122 (-0.03982585725876009) | > avg_loss_0: 2.369585266480079 (+0.010552621804750917) | > avg_loss_gen: 2.5179792596743655 (-0.12628508989627552) | > avg_loss_kl: 2.2683663093126745 (-0.14191712324435812) | > avg_loss_feat: 6.604812695429875 (-0.71945936863239) | > avg_loss_mel: 18.174184725834774 (-0.9437334354107172) | > avg_loss_duration: 2.2830155170880833 (+0.00016521490537169115) | > avg_loss_1: 31.848358447735134 (-1.9312297380887493) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_160601.pth  > EPOCH: 220/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:36:14)   --> TIME: 2024-06-11 00:36:23 -- STEP: 24/330 -- GLOBAL_STEP: 160625 | > loss_disc: 2.3256845474243164 (2.2979076703389483) | > loss_disc_real_0: 0.14182594418525696 (0.10786210807661216) | > loss_disc_real_1: 0.20800495147705078 (0.2003772792716821) | > loss_disc_real_2: 0.22835060954093933 (0.2118201603492101) | > loss_disc_real_3: 0.21894074976444244 (0.2264617495238781) | > loss_disc_real_4: 0.24768921732902527 (0.22234228191276392) | > loss_disc_real_5: 0.25568655133247375 (0.2143942154943943) | > loss_0: 2.3256845474243164 (2.2979076703389483) | > grad_norm_0: tensor(7.3082, device='cuda:0') (tensor(15.3365, device='cuda:0')) | > loss_gen: 2.661849021911621 (2.5467037161191306) | > loss_kl: 1.7087178230285645 (1.7369160105784733) | > loss_feat: 8.18183708190918 (7.206281205018361) | > loss_mel: 18.73556900024414 (19.072082201639812) | > loss_duration: 2.0338425636291504 (2.1393507371346154) | > loss_1: 33.321815490722656 (32.70133344332378) | > grad_norm_1: tensor(209.5250, device='cuda:0') (tensor(183.8237, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3334 (0.342397540807724) | > loader_time: 0.0031 (0.003046691417694092)  --> TIME: 2024-06-11 00:36:32 -- STEP: 49/330 -- GLOBAL_STEP: 160650 | > loss_disc: 2.247781991958618 (2.2878858653866514) | > loss_disc_real_0: 0.10561501979827881 (0.10796618172708823) | > loss_disc_real_1: 0.20311449468135834 (0.20022539338287043) | > loss_disc_real_2: 0.20693443715572357 (0.21276128018388943) | > loss_disc_real_3: 0.2137947380542755 (0.22285391359913106) | > loss_disc_real_4: 0.22689160704612732 (0.22085093904514702) | > loss_disc_real_5: 0.18614283204078674 (0.21048551007192962) | > loss_0: 2.247781991958618 (2.2878858653866514) | > grad_norm_0: tensor(16.3515, device='cuda:0') (tensor(13.9710, device='cuda:0')) | > loss_gen: 2.6574337482452393 (2.557584436572328) | > loss_kl: 1.6362078189849854 (1.7453726092163397) | > loss_feat: 7.435349464416504 (7.303465658304643) | > loss_mel: 18.70699119567871 (19.10200780751754) | > loss_duration: 1.9820904731750488 (2.0853403295789446) | > loss_1: 32.41807556152344 (32.79377057600995) | > grad_norm_1: tensor(284.3049, device='cuda:0') (tensor(174.0003, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3464 (0.34741802604830996) | > loader_time: 0.0033 (0.0032361332251101124)  --> TIME: 2024-06-11 00:36:41 -- STEP: 74/330 -- GLOBAL_STEP: 160675 | > loss_disc: 2.2378594875335693 (2.299404711336703) | > loss_disc_real_0: 0.0960499569773674 (0.10831162403966929) | > loss_disc_real_1: 0.24119222164154053 (0.20023917104746844) | > loss_disc_real_2: 0.2584769129753113 (0.21487567593922485) | > loss_disc_real_3: 0.22696131467819214 (0.2253527399655935) | > loss_disc_real_4: 0.22760310769081116 (0.21982646753659119) | > loss_disc_real_5: 0.21329177916049957 (0.21307010646607424) | > loss_0: 2.2378594875335693 (2.299404711336703) | > grad_norm_0: tensor(8.3584, device='cuda:0') (tensor(14.7948, device='cuda:0')) | > loss_gen: 2.8330607414245605 (2.5652517628025366) | > loss_kl: 1.72608482837677 (1.7443529431884353) | > loss_feat: 7.710956573486328 (7.344247347599751) | > loss_mel: 19.589458465576172 (19.1770938924841) | > loss_duration: 1.9636590480804443 (2.0660479858114917) | > loss_1: 33.823219299316406 (32.89699376595986) | > grad_norm_1: tensor(356.6114, device='cuda:0') (tensor(192.0356, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3582 (0.34995899973688904) | > loader_time: 0.0035 (0.003354774939047324)  --> TIME: 2024-06-11 00:36:51 -- STEP: 99/330 -- GLOBAL_STEP: 160700 | > loss_disc: 2.348757028579712 (2.29660477541914) | > loss_disc_real_0: 0.0894368439912796 (0.11214683355406077) | > loss_disc_real_1: 0.21106010675430298 (0.19917887915866545) | > loss_disc_real_2: 0.25180912017822266 (0.2146740420298143) | > loss_disc_real_3: 0.2435511201620102 (0.22466791398597485) | > loss_disc_real_4: 0.21632930636405945 (0.22033174621938456) | > loss_disc_real_5: 0.22468701004981995 (0.2120781996936509) | > loss_0: 2.348757028579712 (2.29660477541914) | > grad_norm_0: tensor(41.4704, device='cuda:0') (tensor(19.2949, device='cuda:0')) | > loss_gen: 2.4386303424835205 (2.5765443956009078) | > loss_kl: 1.7458919286727905 (1.7347770122566608) | > loss_feat: 6.716004848480225 (7.360412544674343) | > loss_mel: 18.4646053314209 (19.108236717455323) | > loss_duration: 2.062281608581543 (2.0608210599783705) | > loss_1: 31.427413940429688 (32.84079164447204) | > grad_norm_1: tensor(361.8316, device='cuda:0') (tensor(221.8638, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3637 (0.35567485443269364) | > loader_time: 0.0034 (0.0034098866009953047)  --> TIME: 2024-06-11 00:37:00 -- STEP: 124/330 -- GLOBAL_STEP: 160725 | > loss_disc: 2.2965991497039795 (2.289009001947219) | > loss_disc_real_0: 0.12104310095310211 (0.11143451099914889) | > loss_disc_real_1: 0.1594068706035614 (0.19820651375958998) | > loss_disc_real_2: 0.20739638805389404 (0.21385087890009727) | > loss_disc_real_3: 0.19619256258010864 (0.22393196496752002) | > loss_disc_real_4: 0.18117229640483856 (0.2194859261714643) | > loss_disc_real_5: 0.164291650056839 (0.21054649461180933) | > loss_0: 2.2965991497039795 (2.289009001947219) | > grad_norm_0: tensor(49.2353, device='cuda:0') (tensor(20.9254, device='cuda:0')) | > loss_gen: 2.5516879558563232 (2.5930031268827385) | > loss_kl: 1.7665581703186035 (1.7289816660265769) | > loss_feat: 7.742402076721191 (7.41592114586984) | > loss_mel: 19.21832847595215 (19.07529229502525) | > loss_duration: 2.0782604217529297 (2.060429201010733) | > loss_1: 33.35723876953125 (32.873627447312856) | > grad_norm_1: tensor(282.5363, device='cuda:0') (tensor(234.7260, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3557 (0.3584978599702158) | > loader_time: 0.0037 (0.00346778477391889)  --> TIME: 2024-06-11 00:37:10 -- STEP: 149/330 -- GLOBAL_STEP: 160750 | > loss_disc: 2.1859636306762695 (2.2889200873022912) | > loss_disc_real_0: 0.07497045397758484 (0.11160034291296198) | > loss_disc_real_1: 0.2205355167388916 (0.19905956019491158) | > loss_disc_real_2: 0.22438488900661469 (0.21488438096622492) | > loss_disc_real_3: 0.2152002453804016 (0.22398655976625098) | > loss_disc_real_4: 0.20873869955539703 (0.2185283883306004) | > loss_disc_real_5: 0.20367743074893951 (0.2116497847057829) | > loss_0: 2.1859636306762695 (2.2889200873022912) | > grad_norm_0: tensor(27.2939, device='cuda:0') (tensor(21.7793, device='cuda:0')) | > loss_gen: 2.494086265563965 (2.60317437760782) | > loss_kl: 1.8067142963409424 (1.73427752520414) | > loss_feat: 7.014496803283691 (7.453011151128167) | > loss_mel: 19.67430305480957 (19.093118898020496) | > loss_duration: 2.068425416946411 (2.062443519598683) | > loss_1: 33.05802536010742 (32.946025566766714) | > grad_norm_1: tensor(325.3190, device='cuda:0') (tensor(253.8726, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3838 (0.36085226871823306) | > loader_time: 0.004 (0.003566719541613687)  --> TIME: 2024-06-11 00:37:19 -- STEP: 174/330 -- GLOBAL_STEP: 160775 | > loss_disc: 2.3742542266845703 (2.287473922488334) | > loss_disc_real_0: 0.10255520045757294 (0.11179254593691607) | > loss_disc_real_1: 0.21320903301239014 (0.19857778888324212) | > loss_disc_real_2: 0.21014341711997986 (0.214224799953658) | > loss_disc_real_3: 0.2568131685256958 (0.22457331590268803) | > loss_disc_real_4: 0.23638804256916046 (0.21860821647890682) | > loss_disc_real_5: 0.22537311911582947 (0.2111757722222942) | > loss_0: 2.3742542266845703 (2.287473922488334) | > grad_norm_0: tensor(9.4028, device='cuda:0') (tensor(21.8357, device='cuda:0')) | > loss_gen: 2.5996766090393066 (2.606166561444601) | > loss_kl: 1.675365924835205 (1.7391070127487183) | > loss_feat: 7.242493152618408 (7.46505068910533) | > loss_mel: 19.106666564941406 (19.084119413090843) | > loss_duration: 2.148583173751831 (2.065929827333864) | > loss_1: 32.77278518676758 (32.9603735934729) | > grad_norm_1: tensor(99.3310, device='cuda:0') (tensor(256.6641, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.3662 (0.36349562118793366) | > loader_time: 0.0046 (0.0036616380187286723)  --> TIME: 2024-06-11 00:37:29 -- STEP: 199/330 -- GLOBAL_STEP: 160800 | > loss_disc: 2.319784164428711 (2.288692177240574) | > loss_disc_real_0: 0.1877145618200302 (0.11234103186271298) | > loss_disc_real_1: 0.2549952268600464 (0.1987367508249666) | > loss_disc_real_2: 0.28311753273010254 (0.2148146716194536) | > loss_disc_real_3: 0.22621427476406097 (0.22457413030928702) | > loss_disc_real_4: 0.22480489313602448 (0.21921022011706578) | > loss_disc_real_5: 0.2045164257287979 (0.21107500806525725) | > loss_0: 2.319784164428711 (2.288692177240574) | > grad_norm_0: tensor(11.3711, device='cuda:0') (tensor(21.6773, device='cuda:0')) | > loss_gen: 2.653372049331665 (2.60195284872199) | > loss_kl: 1.580146312713623 (1.7391535313285176) | > loss_feat: 6.705172061920166 (7.459653698619286) | > loss_mel: 19.151958465576172 (19.041076219261594) | > loss_duration: 2.1778435707092285 (2.072181719032361) | > loss_1: 32.26849365234375 (32.914018084655474) | > grad_norm_1: tensor(322.1129, device='cuda:0') (tensor(260.9590, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.4021 (0.3670241509250661) | > loader_time: 0.0052 (0.0037823657893655284)  --> TIME: 2024-06-11 00:37:39 -- STEP: 224/330 -- GLOBAL_STEP: 160825 | > loss_disc: 2.2639598846435547 (2.292058667966298) | > loss_disc_real_0: 0.12114987522363663 (0.1130937938079504) | > loss_disc_real_1: 0.23509074747562408 (0.1992893854954413) | > loss_disc_real_2: 0.21570523083209991 (0.21529889944940805) | > loss_disc_real_3: 0.21255382895469666 (0.2248232904156404) | > loss_disc_real_4: 0.20418104529380798 (0.21923005175111548) | > loss_disc_real_5: 0.2018779069185257 (0.21096325958413736) | > loss_0: 2.2639598846435547 (2.292058667966298) | > grad_norm_0: tensor(32.3075, device='cuda:0') (tensor(22.6885, device='cuda:0')) | > loss_gen: 2.4902658462524414 (2.5965296732527885) | > loss_kl: 1.7553757429122925 (1.741709676172052) | > loss_feat: 7.902960300445557 (7.46202925486224) | > loss_mel: 18.814739227294922 (19.012897636209214) | > loss_duration: 2.1821420192718506 (2.078109961003063) | > loss_1: 33.14548110961914 (32.89127624886377) | > grad_norm_1: tensor(323.8123, device='cuda:0') (tensor(268.2758, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.4098 (0.37062255931752075) | > loader_time: 0.0047 (0.0038987653596060613)  --> TIME: 2024-06-11 00:37:50 -- STEP: 249/330 -- GLOBAL_STEP: 160850 | > loss_disc: 2.3583433628082275 (2.291749144174967) | > loss_disc_real_0: 0.0825103223323822 (0.11421123322054565) | > loss_disc_real_1: 0.20202943682670593 (0.19914305784616126) | > loss_disc_real_2: 0.23295548558235168 (0.21501900201820465) | > loss_disc_real_3: 0.2640621066093445 (0.22479808294629477) | > loss_disc_real_4: 0.2584766745567322 (0.21889333774047684) | > loss_disc_real_5: 0.27324143052101135 (0.21097295895877133) | > loss_0: 2.3583433628082275 (2.291749144174967) | > grad_norm_0: tensor(25.7434, device='cuda:0') (tensor(24.1942, device='cuda:0')) | > loss_gen: 2.5858206748962402 (2.6011213203031867) | > loss_kl: 1.8499454259872437 (1.7381829650526546) | > loss_feat: 6.851759910583496 (7.477909846478198) | > loss_mel: 18.798124313354492 (18.981091426558283) | > loss_duration: 2.1493215560913086 (2.0852052164843755) | > loss_1: 32.23497009277344 (32.8835107811005) | > grad_norm_1: tensor(318.4393, device='cuda:0') (tensor(278.0482, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.4184 (0.3747580290798203) | > loader_time: 0.0053 (0.004048797500181392)  --> TIME: 2024-06-11 00:38:01 -- STEP: 274/330 -- GLOBAL_STEP: 160875 | > loss_disc: 2.3940649032592773 (2.2922068529755535) | > loss_disc_real_0: 0.21936288475990295 (0.11587668660293965) | > loss_disc_real_1: 0.2188609540462494 (0.20005549120641972) | > loss_disc_real_2: 0.27594736218452454 (0.21489190511459852) | > loss_disc_real_3: 0.2781817615032196 (0.22434726259569185) | > loss_disc_real_4: 0.26286017894744873 (0.2188531242474152) | > loss_disc_real_5: 0.27352526783943176 (0.21107686474157947) | > loss_0: 2.3940649032592773 (2.2922068529755535) | > grad_norm_0: tensor(74.3092, device='cuda:0') (tensor(25.7488, device='cuda:0')) | > loss_gen: 2.670886516571045 (2.6071234697843133) | > loss_kl: 1.781023621559143 (1.745632888191808) | > loss_feat: 7.772038459777832 (7.497078453537322) | > loss_mel: 17.641931533813477 (18.940439781133275) | > loss_duration: 2.1730589866638184 (2.092580813996112) | > loss_1: 32.0389404296875 (32.88285540838313) | > grad_norm_1: tensor(610.3062, device='cuda:0') (tensor(285.9794, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.4432 (0.3797540551554548) | > loader_time: 0.0066 (0.004208069648185787)  --> TIME: 2024-06-11 00:38:13 -- STEP: 299/330 -- GLOBAL_STEP: 160900 | > loss_disc: 2.250798463821411 (2.297013269220308) | > loss_disc_real_0: 0.12186908721923828 (0.1160498423296273) | > loss_disc_real_1: 0.16674812138080597 (0.20016427995967226) | > loss_disc_real_2: 0.1954094022512436 (0.21482210269939142) | > loss_disc_real_3: 0.20352831482887268 (0.2245195644555682) | > loss_disc_real_4: 0.17684847116470337 (0.21918498114199947) | > loss_disc_real_5: 0.17892895638942719 (0.21144860853319583) | > loss_0: 2.250798463821411 (2.297013269220308) | > grad_norm_0: tensor(23.6291, device='cuda:0') (tensor(26.1218, device='cuda:0')) | > loss_gen: 2.4459309577941895 (2.598269567840474) | > loss_kl: 1.7625927925109863 (1.7472152733882527) | > loss_feat: 7.555283069610596 (7.506464913537271) | > loss_mel: 19.090120315551758 (18.902511226692326) | > loss_duration: 2.2533316612243652 (2.101848227124549) | > loss_1: 33.10725784301758 (32.85630920818421) | > grad_norm_1: tensor(227.3250, device='cuda:0') (tensor(291.4376, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.4598 (0.3859041981075122) | > loader_time: 0.0074 (0.004381143927175466)  --> TIME: 2024-06-11 00:38:26 -- STEP: 324/330 -- GLOBAL_STEP: 160925 | > loss_disc: 2.5602245330810547 (2.300212627575721) | > loss_disc_real_0: 0.13579201698303223 (0.11719679686436314) | > loss_disc_real_1: 0.24356712400913239 (0.2004644227800545) | > loss_disc_real_2: 0.22251953184604645 (0.21490042297928422) | > loss_disc_real_3: 0.20679667592048645 (0.22437782755788463) | > loss_disc_real_4: 0.22774866223335266 (0.21969642462553807) | > loss_disc_real_5: 0.21394895017147064 (0.21162543363041347) | > loss_0: 2.5602245330810547 (2.300212627575721) | > grad_norm_0: tensor(9.8362, device='cuda:0') (tensor(25.7043, device='cuda:0')) | > loss_gen: 2.2032337188720703 (2.591577099429236) | > loss_kl: 1.9902898073196411 (1.7528236754882476) | > loss_feat: 8.506711959838867 (7.550000685232657) | > loss_mel: 17.943973541259766 (18.843579398261173) | > loss_duration: 2.3019654750823975 (2.115279796314828) | > loss_1: 32.94617462158203 (32.85326061719732) | > grad_norm_1: tensor(191.9298, device='cuda:0') (tensor(285.0591, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.574 (0.3970723211029431) | > loader_time: 0.009 (0.004664505705421353)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.385033369064331 (2.385033369064331) | > loss_disc_real_0: 0.2229371964931488 (0.2229371964931488) | > loss_disc_real_1: 0.18960237503051758 (0.18960237503051758) | > loss_disc_real_2: 0.2028259038925171 (0.2028259038925171) | > loss_disc_real_3: 0.21346019208431244 (0.21346019208431244) | > loss_disc_real_4: 0.20308077335357666 (0.20308077335357666) | > loss_disc_real_5: 0.15268835425376892 (0.15268835425376892) | > loss_0: 2.385033369064331 (2.385033369064331) | > loss_gen: 2.5165131092071533 (2.5165131092071533) | > loss_kl: 2.4331412315368652 (2.4331412315368652) | > loss_feat: 6.836158275604248 (6.836158275604248) | > loss_mel: 16.172883987426758 (16.172883987426758) | > loss_duration: 2.905306577682495 (2.905306577682495) | > loss_1: 30.864004135131836 (30.864004135131836)  --> STEP: 1 | > loss_disc: 2.1642112731933594 (2.1642112731933594) | > loss_disc_real_0: 0.06193266808986664 (0.06193266808986664) | > loss_disc_real_1: 0.14964202046394348 (0.14964202046394348) | > loss_disc_real_2: 0.2037646472454071 (0.2037646472454071) | > loss_disc_real_3: 0.23926855623722076 (0.23926855623722076) | > loss_disc_real_4: 0.22536562383174896 (0.22536562383174896) | > loss_disc_real_5: 0.2272869348526001 (0.2272869348526001) | > loss_0: 2.1642112731933594 (2.1642112731933594) | > loss_gen: 2.42733097076416 (2.42733097076416) | > loss_kl: 2.6298177242279053 (2.6298177242279053) | > loss_feat: 6.042507648468018 (6.042507648468018) | > loss_mel: 19.24536895751953 (19.24536895751953) | > loss_duration: 2.3647549152374268 (2.3647549152374268) | > loss_1: 32.70977783203125 (32.70977783203125)  --> STEP: 2 | > loss_disc: 2.2304067611694336 (2.1973090171813965) | > loss_disc_real_0: 0.13121885061264038 (0.09657575935125351) | > loss_disc_real_1: 0.30042916536331177 (0.22503559291362762) | > loss_disc_real_2: 0.3027147650718689 (0.253239706158638) | > loss_disc_real_3: 0.21117964386940002 (0.2252241000533104) | > loss_disc_real_4: 0.22741885483264923 (0.2263922393321991) | > loss_disc_real_5: 0.23816905915737152 (0.2327279970049858) | > loss_0: 2.2304067611694336 (2.1973090171813965) | > loss_gen: 2.8671388626098633 (2.6472349166870117) | > loss_kl: 2.76778244972229 (2.6988000869750977) | > loss_feat: 6.72965669631958 (6.386082172393799) | > loss_mel: 20.740707397460938 (19.993038177490234) | > loss_duration: 2.3778955936431885 (2.3713252544403076) | > loss_1: 35.48318099975586 (34.096479415893555)  --> STEP: 3 | > loss_disc: 1.7396087646484375 (2.0447422663370767) | > loss_disc_real_0: 0.057570409029722214 (0.08357397591074307) | > loss_disc_real_1: 0.146925151348114 (0.19899877905845642) | > loss_disc_real_2: 0.2526976466178894 (0.2530590196450551) | > loss_disc_real_3: 0.1726682484149933 (0.20770548284053802) | > loss_disc_real_4: 0.20849846303462982 (0.22042764723300934) | > loss_disc_real_5: 0.20570556819438934 (0.223720520734787) | > loss_0: 1.7396087646484375 (2.0447422663370767) | > loss_gen: 3.3455748558044434 (2.8800148963928223) | > loss_kl: 1.9331860542297363 (2.4435954093933105) | > loss_feat: 7.9953694343566895 (6.922511259714763) | > loss_mel: 21.044082641601562 (20.34338633219401) | > loss_duration: 2.2004027366638184 (2.3143510818481445) | > loss_1: 36.518611907958984 (34.903856913248696)  --> STEP: 4 | > loss_disc: 1.886085867881775 (2.0050781667232513) | > loss_disc_real_0: 0.07597993314266205 (0.08167546521872282) | > loss_disc_real_1: 0.18523910641670227 (0.19555886089801788) | > loss_disc_real_2: 0.1619715839624405 (0.23028716072440147) | > loss_disc_real_3: 0.19633333384990692 (0.20486244559288025) | > loss_disc_real_4: 0.19039763510227203 (0.212920144200325) | > loss_disc_real_5: 0.19043828547000885 (0.21539996191859245) | > loss_0: 1.886085867881775 (2.0050781667232513) | > loss_gen: 2.956432580947876 (2.8991193175315857) | > loss_kl: 3.025028705596924 (2.588953733444214) | > loss_feat: 8.847576141357422 (7.403777480125427) | > loss_mel: 19.60569190979004 (20.158962726593018) | > loss_duration: 2.268991231918335 (2.303011119365692) | > loss_1: 36.70372009277344 (35.35382270812988)  --> STEP: 5 | > loss_disc: 2.327362537384033 (2.0695350408554076) | > loss_disc_real_0: 0.17346076667308807 (0.10003252550959588) | > loss_disc_real_1: 0.22347162663936615 (0.20114141404628755) | > loss_disc_real_2: 0.2258426696062088 (0.22939826250076295) | > loss_disc_real_3: 0.23938624560832977 (0.21176720559597015) | > loss_disc_real_4: 0.20699188113212585 (0.21173449158668517) | > loss_disc_real_5: 0.20424939692020416 (0.2131698489189148) | > loss_0: 2.327362537384033 (2.0695350408554076) | > loss_gen: 2.3743696212768555 (2.79416937828064) | > loss_kl: 2.3187360763549805 (2.534910202026367) | > loss_feat: 5.12681245803833 (6.948384475708008) | > loss_mel: 19.49017906188965 (20.025205993652342) | > loss_duration: 2.346245527267456 (2.311658000946045) | > loss_1: 31.656341552734375 (34.61432647705078)  --> STEP: 6 | > loss_disc: 2.2003226280212402 (2.091332972049713) | > loss_disc_real_0: 0.09576466679573059 (0.09932121572395165) | > loss_disc_real_1: 0.22834593057632446 (0.20567550013462702) | > loss_disc_real_2: 0.15628564357757568 (0.21721282601356506) | > loss_disc_real_3: 0.2724449932575226 (0.22188017020622888) | > loss_disc_real_4: 0.31293466687202454 (0.22860118746757507) | > loss_disc_real_5: 0.25932905077934265 (0.2208630492289861) | > loss_0: 2.2003226280212402 (2.091332972049713) | > loss_gen: 2.761542797088623 (2.7887316147486367) | > loss_kl: 2.3523290157318115 (2.504480004310608) | > loss_feat: 6.0793304443359375 (6.803542137145996) | > loss_mel: 20.75008773803711 (20.146019617716473) | > loss_duration: 2.0917232036590576 (2.275002201398214) | > loss_1: 34.03501510620117 (34.51777458190918)  --> STEP: 7 | > loss_disc: 1.9859739542007446 (2.0762816837855746) | > loss_disc_real_0: 0.11745113134384155 (0.10191120366965022) | > loss_disc_real_1: 0.24481484293937683 (0.21126683482101985) | > loss_disc_real_2: 0.23374497890472412 (0.2195745621408735) | > loss_disc_real_3: 0.20677021145820618 (0.21972160467079707) | > loss_disc_real_4: 0.23934388160705566 (0.23013585805892944) | > loss_disc_real_5: 0.22896957397460938 (0.22202112419264658) | > loss_0: 1.9859739542007446 (2.0762816837855746) | > loss_gen: 3.450486898422241 (2.883268083844866) | > loss_kl: 3.699448823928833 (2.67518983568464) | > loss_feat: 8.56530475616455 (7.055222511291504) | > loss_mel: 19.10052490234375 (19.99666322980608) | > loss_duration: 2.3968095779418945 (2.2924032551901683) | > loss_1: 37.21257400512695 (34.90274592808315)  --> STEP: 8 | > loss_disc: 2.1704163551330566 (2.08804851770401) | > loss_disc_real_0: 0.23276548087596893 (0.11826798832044005) | > loss_disc_real_1: 0.18563267588615417 (0.20806256495416164) | > loss_disc_real_2: 0.20329047739505768 (0.21753905154764652) | > loss_disc_real_3: 0.17713668942451477 (0.2143984902650118) | > loss_disc_real_4: 0.212412491440773 (0.2279204372316599) | > loss_disc_real_5: 0.28000810742378235 (0.22926949709653854) | > loss_0: 2.1704163551330566 (2.08804851770401) | > loss_gen: 3.0111849308013916 (2.8992576897144318) | > loss_kl: 2.304075002670288 (2.628800481557846) | > loss_feat: 10.33598518371582 (7.4653178453445435) | > loss_mel: 20.229476928710938 (20.02576494216919) | > loss_duration: 2.16349720954895 (2.276289999485016) | > loss_1: 38.044219970703125 (35.295430183410645)  --> STEP: 9 | > loss_disc: 2.2655513286590576 (2.107771052254571) | > loss_disc_real_0: 0.18430621922016144 (0.12560556953152022) | > loss_disc_real_1: 0.16186153888702393 (0.20292911761336857) | > loss_disc_real_2: 0.21281568706035614 (0.21701423327128092) | > loss_disc_real_3: 0.26413947343826294 (0.2199252661731508) | > loss_disc_real_4: 0.2374446839094162 (0.2289786868625217) | > loss_disc_real_5: 0.24092860519886017 (0.23056495355235207) | > loss_0: 2.2655513286590576 (2.107771052254571) | > loss_gen: 2.99877667427063 (2.9103153546651206) | > loss_kl: 1.9157578945159912 (2.5495735274420843) | > loss_feat: 8.388544082641602 (7.56789853837755) | > loss_mel: 22.074321746826172 (20.253382364908855) | > loss_duration: 2.0979528427124023 (2.2564747598436146) | > loss_1: 37.4753532409668 (35.53764385647244)  --> STEP: 10 | > loss_disc: 2.0859456062316895 (2.105588507652283) | > loss_disc_real_0: 0.14403802156448364 (0.12744881473481656) | > loss_disc_real_1: 0.21937650442123413 (0.20457385629415512) | > loss_disc_real_2: 0.18279455602169037 (0.21359226554632188) | > loss_disc_real_3: 0.22896628081798553 (0.22082936763763428) | > loss_disc_real_4: 0.17473626136779785 (0.22355444431304933) | > loss_disc_real_5: 0.18620282411575317 (0.22612874060869217) | > loss_0: 2.0859456062316895 (2.105588507652283) | > loss_gen: 2.6633822917938232 (2.8856220483779906) | > loss_kl: 1.6229512691497803 (2.456911301612854) | > loss_feat: 6.137270450592041 (7.424835729598999) | > loss_mel: 19.25440788269043 (20.153484916687013) | > loss_duration: 2.222472667694092 (2.253074550628662) | > loss_1: 31.900484085083008 (35.1739278793335)  --> STEP: 11 | > loss_disc: 2.2638089656829834 (2.1199721856550737) | > loss_disc_real_0: 0.16836482286453247 (0.131168451837518) | > loss_disc_real_1: 0.22804762423038483 (0.20670783519744873) | > loss_disc_real_2: 0.23919901251792908 (0.2159201516346498) | > loss_disc_real_3: 0.2853989005088806 (0.22669932517138394) | > loss_disc_real_4: 0.2725932002067566 (0.22801251303065906) | > loss_disc_real_5: 0.31223559379577637 (0.23395663635297256) | > loss_0: 2.2638089656829834 (2.1199721856550737) | > loss_gen: 3.094398260116577 (2.9046017039905894) | > loss_kl: 2.1381821632385254 (2.427935925397006) | > loss_feat: 6.81843900680542 (7.369708754799583) | > loss_mel: 18.277830123901367 (19.98297084461559) | > loss_duration: 2.362459182739258 (2.2630186080932617) | > loss_1: 32.691307067871094 (34.94823507829146)  --> STEP: 12 | > loss_disc: 2.2039501667022705 (2.12697035074234) | > loss_disc_real_0: 0.07279624789953232 (0.12630410150935253) | > loss_disc_real_1: 0.28398388624191284 (0.21314750611782074) | > loss_disc_real_2: 0.16368231177330017 (0.21156699831287065) | > loss_disc_real_3: 0.2579089403152466 (0.2293001264333725) | > loss_disc_real_4: 0.21222954988479614 (0.22669726610183716) | > loss_disc_real_5: 0.22213920950889587 (0.23297185078263283) | > loss_0: 2.2039501667022705 (2.12697035074234) | > loss_gen: 2.7161638736724854 (2.888898551464081) | > loss_kl: 2.5197770595550537 (2.43558935324351) | > loss_feat: 8.123738288879395 (7.432544549306233) | > loss_mel: 19.455272674560547 (19.938995997111004) | > loss_duration: 2.2190239429473877 (2.259352385997772) | > loss_1: 35.03397750854492 (34.955380280812584)  --> STEP: 13 | > loss_disc: 2.4986512660980225 (2.155561190385085) | > loss_disc_real_0: 0.23073117434978485 (0.13433695326630885) | > loss_disc_real_1: 0.2026207149028778 (0.2123377529474405) | > loss_disc_real_2: 0.22215436398983002 (0.21238141105725214) | > loss_disc_real_3: 0.2867949306964874 (0.23372280368438134) | > loss_disc_real_4: 0.2908921539783478 (0.23163533440003028) | > loss_disc_real_5: 0.29035526514053345 (0.2373859595793944) | > loss_0: 2.4986512660980225 (2.155561190385085) | > loss_gen: 2.968045234680176 (2.894986757865319) | > loss_kl: 2.1570546627044678 (2.4141636078174296) | > loss_feat: 6.808359146118164 (7.384530287522536) | > loss_mel: 19.122404098510742 (19.876181235680214) | > loss_duration: 2.135486602783203 (2.2498242488274207) | > loss_1: 33.191349029541016 (34.81968556917631)  --> STEP: 14 | > loss_disc: 2.2103240489959717 (2.159472823143006) | > loss_disc_real_0: 0.13038891553878784 (0.13405495057148592) | > loss_disc_real_1: 0.24365200102329254 (0.21457448495285852) | > loss_disc_real_2: 0.18206103146076202 (0.21021566965750285) | > loss_disc_real_3: 0.18320517241954803 (0.23011440145117895) | > loss_disc_real_4: 0.2540742754936218 (0.2332381159067154) | > loss_disc_real_5: 0.2548801600933075 (0.2386355453303882) | > loss_0: 2.2103240489959717 (2.159472823143006) | > loss_gen: 2.9181458950042725 (2.8966409819466725) | > loss_kl: 2.9697937965393066 (2.453851478440421) | > loss_feat: 8.642778396606445 (7.474405152457101) | > loss_mel: 20.8477725982666 (19.945580618722097) | > loss_duration: 2.357642650604248 (2.2575255632400513) | > loss_1: 37.73612976074219 (35.02800301143101)  --> STEP: 15 | > loss_disc: 2.517557382583618 (2.183345127105713) | > loss_disc_real_0: 0.1706061065196991 (0.13649169430136682) | > loss_disc_real_1: 0.2846738398075104 (0.21924777527650197) | > loss_disc_real_2: 0.18485498428344727 (0.20852495729923248) | > loss_disc_real_3: 0.269316703081131 (0.23272788822650908) | > loss_disc_real_4: 0.26981571316719055 (0.23567662239074708) | > loss_disc_real_5: 0.2625696063041687 (0.2402311493953069) | > loss_0: 2.517557382583618 (2.183345127105713) | > loss_gen: 2.5074198246002197 (2.8706929047902423) | > loss_kl: 3.0587377548217773 (2.494177230199178) | > loss_feat: 6.1865410804748535 (7.388547547658285) | > loss_mel: 16.812471389770508 (19.736706670125326) | > loss_duration: 2.305922031402588 (2.260751994450887) | > loss_1: 30.871091842651367 (34.750875600179036)  --> STEP: 16 | > loss_disc: 2.517578125 (2.2042346894741063) | > loss_disc_real_0: 0.15525440871715546 (0.1376643639523536) | > loss_disc_real_1: 0.2696149945259094 (0.22239572647958994) | > loss_disc_real_2: 0.2785496711730957 (0.21290150191634893) | > loss_disc_real_3: 0.3374153971672058 (0.23927085753530264) | > loss_disc_real_4: 0.3539242744445801 (0.24306710064411163) | > loss_disc_real_5: 0.32871362566947937 (0.24576130416244268) | > loss_0: 2.517578125 (2.2042346894741063) | > loss_gen: 2.904968500137329 (2.8728351294994354) | > loss_kl: 1.681831955909729 (2.4434056505560875) | > loss_feat: 6.653016090393066 (7.342576831579208) | > loss_mel: 18.994651794433594 (19.690328240394592) | > loss_duration: 2.3259005546569824 (2.264823779463768) | > loss_1: 32.560367584228516 (34.61396884918213)  --> STEP: 17 | > loss_disc: 2.67022442817688 (2.2316458505742696) | > loss_disc_real_0: 0.20543549954891205 (0.14165090134038644) | > loss_disc_real_1: 0.4332515597343445 (0.23479901078869314) | > loss_disc_real_2: 0.3248094320297241 (0.21948432133478277) | > loss_disc_real_3: 0.3697992265224457 (0.24694899688748753) | > loss_disc_real_4: 0.26444196701049805 (0.2443244457244873) | > loss_disc_real_5: 0.29386553168296814 (0.24859096460482655) | > loss_0: 2.67022442817688 (2.2316458505742696) | > loss_gen: 3.172560453414917 (2.8904660309062287) | > loss_kl: 2.2234301567077637 (2.430465915623833) | > loss_feat: 6.567699432373047 (7.296995808096493) | > loss_mel: 17.964990615844727 (19.58883779189166) | > loss_duration: 2.3193442821502686 (2.2680308678570915) | > loss_1: 32.248023986816406 (34.47479562198414)  --> STEP: 18 | > loss_disc: 2.307515859603882 (2.2358608510759144) | > loss_disc_real_0: 0.1775599718093872 (0.14364584969977537) | > loss_disc_real_1: 0.15619175136089325 (0.23043194082048205) | > loss_disc_real_2: 0.23718991875648499 (0.22046796563598844) | > loss_disc_real_3: 0.24297873675823212 (0.24672842688030666) | > loss_disc_real_4: 0.34257978200912476 (0.24978307551807827) | > loss_disc_real_5: 0.35383448004722595 (0.2544378265738487) | > loss_0: 2.307515859603882 (2.2358608510759144) | > loss_gen: 3.496464967727661 (2.924132638507419) | > loss_kl: 2.492048978805542 (2.433887196911706) | > loss_feat: 8.884352684020996 (7.38518230120341) | > loss_mel: 20.463302612304688 (19.637419170803494) | > loss_duration: 2.231997489929199 (2.2660290135277643) | > loss_1: 37.56816864013672 (34.64664967854818)  --> STEP: 19 | > loss_disc: 2.328566551208496 (2.240740098451313) | > loss_disc_real_0: 0.14093223214149475 (0.14350302772302376) | > loss_disc_real_1: 0.26586344838142395 (0.23229675700790003) | > loss_disc_real_2: 0.1930890828371048 (0.21902697180446826) | > loss_disc_real_3: 0.29512539505958557 (0.24927563573184766) | > loss_disc_real_4: 0.3300483524799347 (0.2540075637792286) | > loss_disc_real_5: 0.3038537800312042 (0.257038666229499) | > loss_0: 2.328566551208496 (2.240740098451313) | > loss_gen: 2.918539047241211 (2.9238382389670923) | > loss_kl: 2.0402112007141113 (2.413167407638148) | > loss_feat: 8.182695388793945 (7.4271566742344906) | > loss_mel: 19.242759704589844 (19.616647619950143) | > loss_duration: 2.296719551086426 (2.2676443049782202) | > loss_1: 34.68092346191406 (34.64845356188322)  --> STEP: 20 | > loss_disc: 2.330374002456665 (2.245221793651581) | > loss_disc_real_0: 0.30067411065101624 (0.1513615818694234) | > loss_disc_real_1: 0.24946793913841248 (0.23315531611442566) | > loss_disc_real_2: 0.2807800769805908 (0.2221146270632744) | > loss_disc_real_3: 0.18847773969173431 (0.246235740929842) | > loss_disc_real_4: 0.17087450623512268 (0.24985091090202333) | > loss_disc_real_5: 0.17524923384189606 (0.2529491946101189) | > loss_0: 2.330374002456665 (2.245221793651581) | > loss_gen: 2.7731733322143555 (2.9163049936294554) | > loss_kl: 1.802811622619629 (2.382649618387222) | > loss_feat: 6.994281768798828 (7.4055129289627075) | > loss_mel: 21.310739517211914 (19.701352214813234) | > loss_duration: 2.2559916973114014 (2.267061674594879) | > loss_1: 35.137001037597656 (34.67288093566894)  --> STEP: 21 | > loss_disc: 2.162156343460083 (2.241266296023414) | > loss_disc_real_0: 0.08034595102071762 (0.14797988516234217) | > loss_disc_real_1: 0.25518664717674255 (0.23420442711739314) | > loss_disc_real_2: 0.24488061666488647 (0.22319872180620828) | > loss_disc_real_3: 0.2810175120830536 (0.2478920157466616) | > loss_disc_real_4: 0.16726543009281158 (0.2459182689587275) | > loss_disc_real_5: 0.172657772898674 (0.24912579357624054) | > loss_0: 2.162156343460083 (2.241266296023414) | > loss_gen: 2.896205425262451 (2.915347871326265) | > loss_kl: 1.4036892652511597 (2.3360324587140764) | > loss_feat: 6.814281463623047 (7.377359049660819) | > loss_mel: 20.097753524780273 (19.720228467668807) | > loss_duration: 2.125041961669922 (2.2602988311222623) | > loss_1: 33.336971282958984 (34.6092661903018)  --> STEP: 22 | > loss_disc: 2.32453989982605 (2.245051459832625) | > loss_disc_real_0: 0.12555742263793945 (0.14696068232032386) | > loss_disc_real_1: 0.1422632932662964 (0.230025284669616) | > loss_disc_real_2: 0.22809895873069763 (0.22342145984823053) | > loss_disc_real_3: 0.20800040662288666 (0.24607876078649002) | > loss_disc_real_4: 0.23590382933616638 (0.24546306715770203) | > loss_disc_real_5: 0.23351353406906128 (0.2484161454168233) | > loss_0: 2.32453989982605 (2.245051459832625) | > loss_gen: 2.409851312637329 (2.892370755022222) | > loss_kl: 2.211616039276123 (2.3303771669214424) | > loss_feat: 6.510512351989746 (7.337956927039406) | > loss_mel: 17.56073570251465 (19.622069705616347) | > loss_duration: 2.161468505859375 (2.2558065436103125) | > loss_1: 30.854183197021484 (34.438580599698156)  --> STEP: 23 | > loss_disc: 2.414325714111328 (2.2524112100186557) | > loss_disc_real_0: 0.20433203876018524 (0.14945508912205696) | > loss_disc_real_1: 0.23767739534378052 (0.2303579851337101) | > loss_disc_real_2: 0.22825758159160614 (0.223631726010986) | > loss_disc_real_3: 0.2519015669822693 (0.24633192627326303) | > loss_disc_real_4: 0.28722795844078064 (0.24727893199609674) | > loss_disc_real_5: 0.27257347106933594 (0.24946646392345428) | > loss_0: 2.414325714111328 (2.2524112100186557) | > loss_gen: 2.708944082260132 (2.884395682293436) | > loss_kl: 2.2252774238586426 (2.3258076128752334) | > loss_feat: 5.130465507507324 (7.241979039233664) | > loss_mel: 19.35464096069336 (19.610442368880566) | > loss_duration: 2.26846981048584 (2.2563571204309874) | > loss_1: 31.68779754638672 (34.3189813365107)  --> STEP: 24 | > loss_disc: 2.081493854522705 (2.245289653539658) | > loss_disc_real_0: 0.09571523219347 (0.14721592841669917) | > loss_disc_real_1: 0.23688577115535736 (0.23062997621794543) | > loss_disc_real_2: 0.2534857988357544 (0.224875645712018) | > loss_disc_real_3: 0.22407089173793793 (0.24540438316762447) | > loss_disc_real_4: 0.22724537551403046 (0.24644420047601065) | > loss_disc_real_5: 0.23006030917167664 (0.24865787414213023) | > loss_0: 2.081493854522705 (2.245289653539658) | > loss_gen: 3.0352938175201416 (2.8906831045945487) | > loss_kl: 2.735668897628784 (2.3428851664066315) | > loss_feat: 7.63386344909668 (7.25830755631129) | > loss_mel: 18.623531341552734 (19.56932107607524) | > loss_duration: 2.4685006141662598 (2.2651964326699567) | > loss_1: 34.49686050415039 (34.32639296849569)  --> STEP: 25 | > loss_disc: 2.7675094604492188 (2.2661784458160406) | > loss_disc_real_0: 0.16345441341400146 (0.14786546781659127) | > loss_disc_real_1: 0.2769312858581543 (0.23248202860355377) | > loss_disc_real_2: 0.22598694264888763 (0.2249200975894928) | > loss_disc_real_3: 0.235555499792099 (0.24501042783260346) | > loss_disc_real_4: 0.32813113927841187 (0.24971167802810668) | > loss_disc_real_5: 0.37222611904144287 (0.25360060393810274) | > loss_0: 2.7675094604492188 (2.2661784458160406) | > loss_gen: 2.3862667083740234 (2.8705064487457275) | > loss_kl: 2.6586015224456787 (2.355513820648193) | > loss_feat: 8.177620887756348 (7.295080089569092) | > loss_mel: 15.942319869995117 (19.424241027832036) | > loss_duration: 2.312938690185547 (2.2671061229705805) | > loss_1: 31.477746963500977 (34.2124471282959)  --> STEP: 26 | > loss_disc: 2.451948642730713 (2.273323453389682) | > loss_disc_real_0: 0.16533783078193665 (0.14853748177679685) | > loss_disc_real_1: 0.21792113780975342 (0.23192199434225375) | > loss_disc_real_2: 0.2142675817012787 (0.22451038543994611) | > loss_disc_real_3: 0.20010806620121002 (0.2432834139237037) | > loss_disc_real_4: 0.32697242498397827 (0.25268324521871716) | > loss_disc_real_5: 0.21846450865268707 (0.2522492156578945) | > loss_0: 2.451948642730713 (2.273323453389682) | > loss_gen: 2.7061336040496826 (2.864184416257418) | > loss_kl: 2.5472252368927 (2.362887336657597) | > loss_feat: 14.001721382141113 (7.553027831591093) | > loss_mel: 21.276676177978516 (19.4954885336069) | > loss_duration: 2.279489517211914 (2.267582407364478) | > loss_1: 42.811248779296875 (34.54317026871901) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023816457161536576 (+0.00013208389282226476) | > avg_loss_disc: 2.273323453389682 (-0.09626181309039739) | > avg_loss_disc_real_0: 0.14853748177679685 (+0.02379199733527812) | > avg_loss_disc_real_1: 0.23192199434225375 (+0.007414202564037742) | > avg_loss_disc_real_2: 0.22451038543994611 (-0.03515578863712465) | > avg_loss_disc_real_3: 0.2432834139237037 (-0.01660957473974964) | > avg_loss_disc_real_4: 0.25268324521871716 (+0.025605507768117486) | > avg_loss_disc_real_5: 0.2522492156578945 (+0.009303114735163265) | > avg_loss_0: 2.273323453389682 (-0.09626181309039739) | > avg_loss_gen: 2.864184416257418 (+0.3462051565830526) | > avg_loss_kl: 2.362887336657597 (+0.09452102734492263) | > avg_loss_feat: 7.553027831591093 (+0.9482151361612177) | > avg_loss_mel: 19.4954885336069 (+1.321303807772125) | > avg_loss_duration: 2.267582407364478 (-0.01543310972360512) | > avg_loss_1: 34.54317026871901 (+2.694811820983876)  > EPOCH: 221/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:38:48)   --> TIME: 2024-06-11 00:38:56 -- STEP: 19/330 -- GLOBAL_STEP: 160950 | > loss_disc: 2.3243792057037354 (2.363933061298571) | > loss_disc_real_0: 0.10568951070308685 (0.11473013617490467) | > loss_disc_real_1: 0.20820847153663635 (0.20144137740135193) | > loss_disc_real_2: 0.19438762962818146 (0.22059856747326098) | > loss_disc_real_3: 0.19304373860359192 (0.22467939712499319) | > loss_disc_real_4: 0.19751223921775818 (0.23421007473217814) | > loss_disc_real_5: 0.20637021958827972 (0.22672216751073537) | > loss_0: 2.3243792057037354 (2.363933061298571) | > grad_norm_0: tensor(15.4007, device='cuda:0') (tensor(11.4242, device='cuda:0')) | > loss_gen: 2.4540882110595703 (2.501456248132806) | > loss_kl: 1.8395897150039673 (1.7177352654306512) | > loss_feat: 7.450948238372803 (6.995187709206029) | > loss_mel: 19.05039405822754 (19.452960566470498) | > loss_duration: 2.061840057373047 (2.157353903117933) | > loss_1: 32.85685729980469 (32.82469277632864) | > grad_norm_1: tensor(88.7533, device='cuda:0') (tensor(122.8153, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3527 (0.3465676809612073) | > loader_time: 0.003 (0.0030422712627210117)  --> TIME: 2024-06-11 00:39:05 -- STEP: 44/330 -- GLOBAL_STEP: 160975 | > loss_disc: 2.411254405975342 (2.318921988660639) | > loss_disc_real_0: 0.1171283945441246 (0.1117186001078649) | > loss_disc_real_1: 0.21569107472896576 (0.20217627625573764) | > loss_disc_real_2: 0.2254495918750763 (0.21472091634165158) | > loss_disc_real_3: 0.2132818102836609 (0.22509918090972034) | > loss_disc_real_4: 0.22761689126491547 (0.22512249343774535) | > loss_disc_real_5: 0.2120571881532669 (0.2170326462523504) | > loss_0: 2.411254405975342 (2.318921988660639) | > grad_norm_0: tensor(12.8277, device='cuda:0') (tensor(12.9590, device='cuda:0')) | > loss_gen: 2.528191566467285 (2.542739776047793) | > loss_kl: 1.6436389684677124 (1.7276416339657523) | > loss_feat: 7.322506427764893 (7.1921819340098985) | > loss_mel: 19.211332321166992 (19.223851680755615) | > loss_duration: 1.9719879627227783 (2.0905632810159163) | > loss_1: 32.67765808105469 (32.77697810259731) | > grad_norm_1: tensor(115.7307, device='cuda:0') (tensor(123.0260, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3387 (0.3484668948433616) | > loader_time: 0.0035 (0.003117821433327415)  --> TIME: 2024-06-11 00:39:14 -- STEP: 69/330 -- GLOBAL_STEP: 161000 | > loss_disc: 2.3430309295654297 (2.3340273940044893) | > loss_disc_real_0: 0.10236185789108276 (0.1143745892289756) | > loss_disc_real_1: 0.175150528550148 (0.20271070560683374) | > loss_disc_real_2: 0.21498632431030273 (0.21754002117592355) | > loss_disc_real_3: 0.25040462613105774 (0.22733934245247772) | > loss_disc_real_4: 0.23246602714061737 (0.22579353313515152) | > loss_disc_real_5: 0.1758396327495575 (0.21662454350271088) | > loss_0: 2.3430309295654297 (2.3340273940044893) | > grad_norm_0: tensor(17.5722, device='cuda:0') (tensor(12.5384, device='cuda:0')) | > loss_gen: 2.5815224647521973 (2.5230817241945127) | > loss_kl: 1.609512448310852 (1.7368535235308218) | > loss_feat: 8.105388641357422 (7.193243213321852) | > loss_mel: 19.240575790405273 (19.183083907417622) | > loss_duration: 1.9924575090408325 (2.0706920191861586) | > loss_1: 33.529457092285156 (32.706954209700875) | > grad_norm_1: tensor(272.5321, device='cuda:0') (tensor(115.8983, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3841 (0.351992572563282) | > loader_time: 0.0035 (0.0032917727594790253) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_161000.pth  --> TIME: 2024-06-11 00:39:28 -- STEP: 94/330 -- GLOBAL_STEP: 161025 | > loss_disc: 2.346766233444214 (2.326891673372145) | > loss_disc_real_0: 0.17152619361877441 (0.11607011455170652) | > loss_disc_real_1: 0.2167482227087021 (0.20326989762326506) | > loss_disc_real_2: 0.25030383467674255 (0.2175473249021997) | > loss_disc_real_3: 0.2349357008934021 (0.22637582633723605) | > loss_disc_real_4: 0.2041040062904358 (0.22384152688244555) | > loss_disc_real_5: 0.2032933235168457 (0.21399601612319338) | > loss_0: 2.346766233444214 (2.326891673372145) | > grad_norm_0: tensor(13.9356, device='cuda:0') (tensor(12.1814, device='cuda:0')) | > loss_gen: 2.6869754791259766 (2.5296239928996314) | > loss_kl: 1.611730694770813 (1.7270116019756236) | > loss_feat: 7.6542887687683105 (7.201719583349025) | > loss_mel: 19.605974197387695 (19.083545197831825) | > loss_duration: 2.0738775730133057 (2.062604995484048) | > loss_1: 33.63284683227539 (32.60450535632194) | > grad_norm_1: tensor(51.2038, device='cuda:0') (tensor(122.2208, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3702 (0.3579494598064018) | > loader_time: 0.0044 (0.0034989854122730014)  --> TIME: 2024-06-11 00:39:38 -- STEP: 119/330 -- GLOBAL_STEP: 161050 | > loss_disc: 2.2728450298309326 (2.319599147604292) | > loss_disc_real_0: 0.11187979578971863 (0.11571407468379044) | > loss_disc_real_1: 0.2456577569246292 (0.2007020307438714) | > loss_disc_real_2: 0.24451413750648499 (0.2171727932300888) | > loss_disc_real_3: 0.2401777058839798 (0.22734038556824213) | > loss_disc_real_4: 0.2468428909778595 (0.22330357021644337) | > loss_disc_real_5: 0.23452529311180115 (0.21381904422735967) | > loss_0: 2.2728450298309326 (2.319599147604292) | > grad_norm_0: tensor(34.2156, device='cuda:0') (tensor(13.9786, device='cuda:0')) | > loss_gen: 2.7955482006073 (2.5416060435671777) | > loss_kl: 1.722028374671936 (1.7229754704387248) | > loss_feat: 7.593811511993408 (7.291631874917936) | > loss_mel: 19.69791030883789 (19.089088520082104) | > loss_duration: 2.030801773071289 (2.0591343631263546) | > loss_1: 33.8400993347168 (32.70443614991774) | > grad_norm_1: tensor(305.3529, device='cuda:0') (tensor(149.2065, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3655 (0.3593277450369187) | > loader_time: 0.0037 (0.0035830906459263395)  --> TIME: 2024-06-11 00:39:47 -- STEP: 144/330 -- GLOBAL_STEP: 161075 | > loss_disc: 2.351611614227295 (2.319333371188904) | > loss_disc_real_0: 0.11937963217496872 (0.11650820676651266) | > loss_disc_real_1: 0.19335128366947174 (0.19999402782155407) | > loss_disc_real_2: 0.22198842465877533 (0.21747598414205846) | > loss_disc_real_3: 0.22131532430648804 (0.22677340948333344) | > loss_disc_real_4: 0.23611639440059662 (0.22245906634877124) | > loss_disc_real_5: 0.2375144213438034 (0.213674717479282) | > loss_0: 2.351611614227295 (2.319333371188904) | > grad_norm_0: tensor(8.9593, device='cuda:0') (tensor(17.2598, device='cuda:0')) | > loss_gen: 2.601353883743286 (2.5529866731829123) | > loss_kl: 1.6929726600646973 (1.7193735788265863) | > loss_feat: 7.37847900390625 (7.32209254966842) | > loss_mel: 18.830930709838867 (19.071469095018173) | > loss_duration: 2.0276124477386475 (2.06169568002224) | > loss_1: 32.531349182128906 (32.72761748896707) | > grad_norm_1: tensor(403.7155, device='cuda:0') (tensor(174.3984, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3761 (0.3602871580256357) | > loader_time: 0.0041 (0.003672483894560072)  --> TIME: 2024-06-11 00:39:56 -- STEP: 169/330 -- GLOBAL_STEP: 161100 | > loss_disc: 2.269719362258911 (2.321360246669609) | > loss_disc_real_0: 0.1286448836326599 (0.11741992624024668) | > loss_disc_real_1: 0.2634130120277405 (0.20048007624741843) | > loss_disc_real_2: 0.20455124974250793 (0.2172102890247424) | > loss_disc_real_3: 0.21836142241954803 (0.2271177132101454) | > loss_disc_real_4: 0.1701618731021881 (0.22171823812659675) | > loss_disc_real_5: 0.20934270322322845 (0.21391306835166096) | > loss_0: 2.269719362258911 (2.321360246669609) | > grad_norm_0: tensor(55.2481, device='cuda:0') (tensor(19.8793, device='cuda:0')) | > loss_gen: 2.5748536586761475 (2.561149348874064) | > loss_kl: 1.6765379905700684 (1.7173419125686735) | > loss_feat: 7.747991561889648 (7.369707276835245) | > loss_mel: 19.47431182861328 (19.078624815630487) | > loss_duration: 2.0902600288391113 (2.064828376092854) | > loss_1: 33.56395721435547 (32.79165168626777) | > grad_norm_1: tensor(153.6786, device='cuda:0') (tensor(197.5004, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3794 (0.36212587779795646) | > loader_time: 0.0043 (0.003782344287669165)  --> TIME: 2024-06-11 00:40:06 -- STEP: 194/330 -- GLOBAL_STEP: 161125 | > loss_disc: 2.21333646774292 (2.318352039327325) | > loss_disc_real_0: 0.11420824378728867 (0.11827635035379645) | > loss_disc_real_1: 0.15580615401268005 (0.19959235844231143) | > loss_disc_real_2: 0.24491454660892487 (0.21724325917738) | > loss_disc_real_3: 0.19021958112716675 (0.226206803060684) | > loss_disc_real_4: 0.21241137385368347 (0.2215580564645148) | > loss_disc_real_5: 0.17578299343585968 (0.2140033910262216) | > loss_0: 2.21333646774292 (2.318352039327325) | > grad_norm_0: tensor(28.4169, device='cuda:0') (tensor(22.7321, device='cuda:0')) | > loss_gen: 2.4656484127044678 (2.564769619518949) | > loss_kl: 1.7557247877120972 (1.7156364524487369) | > loss_feat: 7.553894996643066 (7.382817504332238) | > loss_mel: 19.18514633178711 (19.058215986822056) | > loss_duration: 2.074086904525757 (2.070684353100884) | > loss_1: 33.03450012207031 (32.79212382405078) | > grad_norm_1: tensor(338.0020, device='cuda:0') (tensor(220.4521, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3844 (0.3647181938603983) | > loader_time: 0.0045 (0.00390533442349778)  --> TIME: 2024-06-11 00:40:16 -- STEP: 219/330 -- GLOBAL_STEP: 161150 | > loss_disc: 2.3292205333709717 (2.3144408829135954) | > loss_disc_real_0: 0.16863247752189636 (0.1177184925027634) | > loss_disc_real_1: 0.15902280807495117 (0.1995782825636537) | > loss_disc_real_2: 0.2264389842748642 (0.2166160953371492) | > loss_disc_real_3: 0.2684127986431122 (0.22571628435289479) | > loss_disc_real_4: 0.2822452187538147 (0.22153856601889274) | > loss_disc_real_5: 0.2202717512845993 (0.21339478251868732) | > loss_0: 2.3292205333709717 (2.3144408829135954) | > grad_norm_0: tensor(34.7840, device='cuda:0') (tensor(23.4867, device='cuda:0')) | > loss_gen: 2.643130302429199 (2.5669369022595827) | > loss_kl: 1.8206018209457397 (1.7158093381690107) | > loss_feat: 7.434606552124023 (7.4005034786381145) | > loss_mel: 19.324193954467773 (19.045575424960752) | > loss_duration: 2.13226318359375 (2.0765074627584514) | > loss_1: 33.35479736328125 (32.80533248866532) | > grad_norm_1: tensor(501.2875, device='cuda:0') (tensor(234.5725, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.3936 (0.36820629742591904) | > loader_time: 0.0054 (0.004048503152855997)  --> TIME: 2024-06-11 00:40:27 -- STEP: 244/330 -- GLOBAL_STEP: 161175 | > loss_disc: 2.211716651916504 (2.3152367873269974) | > loss_disc_real_0: 0.13427521288394928 (0.11761792132356128) | > loss_disc_real_1: 0.19756433367729187 (0.20078674893154472) | > loss_disc_real_2: 0.18059802055358887 (0.21645969677655424) | > loss_disc_real_3: 0.1995801031589508 (0.2254295295379201) | > loss_disc_real_4: 0.16930845379829407 (0.22107137611410657) | > loss_disc_real_5: 0.18220894038677216 (0.21293449542317233) | > loss_0: 2.211716651916504 (2.3152367873269974) | > grad_norm_0: tensor(13.1867, device='cuda:0') (tensor(24.3322, device='cuda:0')) | > loss_gen: 2.6207668781280518 (2.5623711445292487) | > loss_kl: 1.6680731773376465 (1.718543776723205) | > loss_feat: 7.343189239501953 (7.3859098133493655) | > loss_mel: 18.196523666381836 (19.008568951340965) | > loss_duration: 2.086393356323242 (2.0841995809898997) | > loss_1: 31.914947509765625 (32.7595931506548) | > grad_norm_1: tensor(115.9463, device='cuda:0') (tensor(248.3617, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.425 (0.37268688639656455) | > loader_time: 0.0065 (0.004210923538833366)  --> TIME: 2024-06-11 00:40:38 -- STEP: 269/330 -- GLOBAL_STEP: 161200 | > loss_disc: 2.2133235931396484 (2.315017787940438) | > loss_disc_real_0: 0.07629159092903137 (0.11811157911461968) | > loss_disc_real_1: 0.16103067994117737 (0.20073925601283857) | > loss_disc_real_2: 0.20154167711734772 (0.21614404748363567) | > loss_disc_real_3: 0.18504199385643005 (0.22554342792158233) | > loss_disc_real_4: 0.18787772953510284 (0.2209526114858216) | > loss_disc_real_5: 0.19460107386112213 (0.21291248799478255) | > loss_0: 2.2133235931396484 (2.315017787940438) | > grad_norm_0: tensor(33.3397, device='cuda:0') (tensor(25.8852, device='cuda:0')) | > loss_gen: 2.6232047080993652 (2.564571581808608) | > loss_kl: 1.8950680494308472 (1.7248268526282895) | > loss_feat: 7.702710151672363 (7.409003906533622) | > loss_mel: 18.836084365844727 (18.99647620530819) | > loss_duration: 2.193570852279663 (2.091293693918278) | > loss_1: 33.25063705444336 (32.78617216486029) | > grad_norm_1: tensor(540.0234, device='cuda:0') (tensor(261.6209, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.4338 (0.37861298539824656) | > loader_time: 0.006 (0.004370974785333228)  --> TIME: 2024-06-11 00:40:49 -- STEP: 294/330 -- GLOBAL_STEP: 161225 | > loss_disc: 2.2563180923461914 (2.312432476452417) | > loss_disc_real_0: 0.09490244090557098 (0.1183694681520162) | > loss_disc_real_1: 0.24025960266590118 (0.201263257688811) | > loss_disc_real_2: 0.2081042379140854 (0.21585630493707397) | > loss_disc_real_3: 0.19332824647426605 (0.22515714579090781) | > loss_disc_real_4: 0.18278059363365173 (0.22010419619123953) | > loss_disc_real_5: 0.16919076442718506 (0.2125749015787832) | > loss_0: 2.2563180923461914 (2.312432476452417) | > grad_norm_0: tensor(21.2029, device='cuda:0') (tensor(27.3669, device='cuda:0')) | > loss_gen: 2.524097442626953 (2.5694040246561265) | > loss_kl: 1.7926117181777954 (1.7288483263683967) | > loss_feat: 7.425257682800293 (7.4409566071568705) | > loss_mel: 18.162015914916992 (18.967031459419093) | > loss_duration: 2.227306604385376 (2.1000650131783525) | > loss_1: 32.131290435791016 (32.80630533387062) | > grad_norm_1: tensor(196.7986, device='cuda:0') (tensor(273.3913, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.4541 (0.3844914428230857) | > loader_time: 0.0073 (0.004533998009298934)  --> TIME: 2024-06-11 00:41:02 -- STEP: 319/330 -- GLOBAL_STEP: 161250 | > loss_disc: 2.4147984981536865 (2.311919900690872) | > loss_disc_real_0: 0.12347351759672165 (0.1183839493714343) | > loss_disc_real_1: 0.2732184827327728 (0.20095322040554872) | > loss_disc_real_2: 0.24662919342517853 (0.215960736185032) | > loss_disc_real_3: 0.24837197363376617 (0.2253047436195481) | > loss_disc_real_4: 0.20593442022800446 (0.2204516088607543) | > loss_disc_real_5: 0.1918926239013672 (0.21274952515726178) | > loss_0: 2.4147984981536865 (2.311919900690872) | > grad_norm_0: tensor(11.0340, device='cuda:0') (tensor(27.5020, device='cuda:0')) | > loss_gen: 2.458763837814331 (2.567790787795493) | > loss_kl: 1.7028334140777588 (1.7316129734523618) | > loss_feat: 8.669557571411133 (7.46382323178378) | > loss_mel: 18.754915237426758 (18.928423735041605) | > loss_duration: 2.296825408935547 (2.112885002805896) | > loss_1: 33.882896423339844 (32.80453563558647) | > grad_norm_1: tensor(344.4751, device='cuda:0') (tensor(280.8356, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.5641 (0.3939865704240469) | > loader_time: 0.0083 (0.004760454440939015)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5864126682281494 (2.5864126682281494) | > loss_disc_real_0: 0.10234712809324265 (0.10234712809324265) | > loss_disc_real_1: 0.24135713279247284 (0.24135713279247284) | > loss_disc_real_2: 0.29480835795402527 (0.29480835795402527) | > loss_disc_real_3: 0.3035382628440857 (0.3035382628440857) | > loss_disc_real_4: 0.29062941670417786 (0.29062941670417786) | > loss_disc_real_5: 0.25692039728164673 (0.25692039728164673) | > loss_0: 2.5864126682281494 (2.5864126682281494) | > loss_gen: 2.357081890106201 (2.357081890106201) | > loss_kl: 1.9373645782470703 (1.9373645782470703) | > loss_feat: 4.694695472717285 (4.694695472717285) | > loss_mel: 16.053945541381836 (16.053945541381836) | > loss_duration: 2.915374755859375 (2.915374755859375) | > loss_1: 27.95846176147461 (27.95846176147461)  --> STEP: 1 | > loss_disc: 2.115750551223755 (2.115750551223755) | > loss_disc_real_0: 0.06457564234733582 (0.06457564234733582) | > loss_disc_real_1: 0.16904012858867645 (0.16904012858867645) | > loss_disc_real_2: 0.1569637954235077 (0.1569637954235077) | > loss_disc_real_3: 0.2762922942638397 (0.2762922942638397) | > loss_disc_real_4: 0.22121624648571014 (0.22121624648571014) | > loss_disc_real_5: 0.1792546957731247 (0.1792546957731247) | > loss_0: 2.115750551223755 (2.115750551223755) | > loss_gen: 2.387835741043091 (2.387835741043091) | > loss_kl: 2.651355504989624 (2.651355504989624) | > loss_feat: 6.769662857055664 (6.769662857055664) | > loss_mel: 19.108928680419922 (19.108928680419922) | > loss_duration: 2.3798961639404297 (2.3798961639404297) | > loss_1: 33.29767990112305 (33.29767990112305)  --> STEP: 2 | > loss_disc: 2.6057515144348145 (2.3607510328292847) | > loss_disc_real_0: 0.08603410422801971 (0.07530487328767776) | > loss_disc_real_1: 0.1811530739068985 (0.17509660124778748) | > loss_disc_real_2: 0.1607639491558075 (0.1588638722896576) | > loss_disc_real_3: 0.338491827249527 (0.30739206075668335) | > loss_disc_real_4: 0.396853506565094 (0.30903487652540207) | > loss_disc_real_5: 0.34795549511909485 (0.26360509544610977) | > loss_0: 2.6057515144348145 (2.3607510328292847) | > loss_gen: 2.372124671936035 (2.379980206489563) | > loss_kl: 2.578228712081909 (2.6147921085357666) | > loss_feat: 6.342897415161133 (6.556280136108398) | > loss_mel: 20.709081649780273 (19.909005165100098) | > loss_duration: 2.4292683601379395 (2.4045822620391846) | > loss_1: 34.43159866333008 (33.86463928222656)  --> STEP: 3 | > loss_disc: 2.225942373275757 (2.315814812978109) | > loss_disc_real_0: 0.1620178371667862 (0.10420919458071391) | > loss_disc_real_1: 0.21619588136672974 (0.1887963612874349) | > loss_disc_real_2: 0.22899280488491058 (0.1822401831547419) | > loss_disc_real_3: 0.2586311399936676 (0.2911384205023448) | > loss_disc_real_4: 0.24067018926143646 (0.2862466474374135) | > loss_disc_real_5: 0.20584270358085632 (0.2443509648243586) | > loss_0: 2.225942373275757 (2.315814812978109) | > loss_gen: 2.7398393154144287 (2.4999332427978516) | > loss_kl: 1.818708896636963 (2.349431037902832) | > loss_feat: 6.223518371582031 (6.445359547932942) | > loss_mel: 17.004671096801758 (18.940893809000652) | > loss_duration: 2.2216904163360596 (2.343618313471476) | > loss_1: 30.0084285736084 (32.57923571268717)  --> STEP: 4 | > loss_disc: 2.083266019821167 (2.2576776146888733) | > loss_disc_real_0: 0.07044573873281479 (0.09576833061873913) | > loss_disc_real_1: 0.19917069375514984 (0.19138994440436363) | > loss_disc_real_2: 0.24631811678409576 (0.19825966656208038) | > loss_disc_real_3: 0.1781778484582901 (0.2628982774913311) | > loss_disc_real_4: 0.19281929731369019 (0.2628898099064827) | > loss_disc_real_5: 0.15442022681236267 (0.22186828032135963) | > loss_0: 2.083266019821167 (2.2576776146888733) | > loss_gen: 2.470794677734375 (2.4926486015319824) | > loss_kl: 2.635000228881836 (2.420823335647583) | > loss_feat: 9.59941291809082 (7.233872890472412) | > loss_mel: 19.75164031982422 (19.143580436706543) | > loss_duration: 2.2362728118896484 (2.3167819380760193) | > loss_1: 36.69312286376953 (33.607707500457764)  --> STEP: 5 | > loss_disc: 2.0825815200805664 (2.222658395767212) | > loss_disc_real_0: 0.05515975505113602 (0.0876466155052185) | > loss_disc_real_1: 0.17960765957832336 (0.18903348743915557) | > loss_disc_real_2: 0.1796637773513794 (0.19454048871994017) | > loss_disc_real_3: 0.2571198046207428 (0.2617425829172134) | > loss_disc_real_4: 0.24693602323532104 (0.25969905257225034) | > loss_disc_real_5: 0.12954898178577423 (0.20340442061424255) | > loss_0: 2.0825815200805664 (2.222658395767212) | > loss_gen: 2.4569811820983887 (2.4855151176452637) | > loss_kl: 2.082019567489624 (2.3530625820159914) | > loss_feat: 6.783509254455566 (7.143800163269043) | > loss_mel: 20.11927032470703 (19.33871841430664) | > loss_duration: 2.350118637084961 (2.3234492778778075) | > loss_1: 33.791900634765625 (33.64454612731934)  --> STEP: 6 | > loss_disc: 2.4296436309814453 (2.257155934969584) | > loss_disc_real_0: 0.05343709886074066 (0.08194502939780553) | > loss_disc_real_1: 0.14149244129657745 (0.1811099797487259) | > loss_disc_real_2: 0.11326257139444351 (0.18099416916569075) | > loss_disc_real_3: 0.251894474029541 (0.2601012314359347) | > loss_disc_real_4: 0.2946076989173889 (0.2655171602964401) | > loss_disc_real_5: 0.21847644448280334 (0.20591642459233603) | > loss_0: 2.4296436309814453 (2.257155934969584) | > loss_gen: 1.9866745471954346 (2.402375022570292) | > loss_kl: 1.8623892068862915 (2.2712836861610413) | > loss_feat: 6.257227420806885 (6.99603803952535) | > loss_mel: 20.032522201538086 (19.454352378845215) | > loss_duration: 2.1269264221191406 (2.2906954685846963) | > loss_1: 32.26573944091797 (33.414745012919106)  --> STEP: 7 | > loss_disc: 2.2420923709869385 (2.2550039972577776) | > loss_disc_real_0: 0.07589883357286453 (0.08108128713709968) | > loss_disc_real_1: 0.18774773180484772 (0.18205823004245758) | > loss_disc_real_2: 0.258928120136261 (0.19212759073291505) | > loss_disc_real_3: 0.27272942662239075 (0.26190525931971415) | > loss_disc_real_4: 0.2826169729232788 (0.2679599906717028) | > loss_disc_real_5: 0.2463529407978058 (0.211693069764546) | > loss_0: 2.2420923709869385 (2.2550039972577776) | > loss_gen: 2.8097825050354004 (2.4605760914938792) | > loss_kl: 3.39516282081604 (2.4318378482546126) | > loss_feat: 7.160696983337402 (7.019560745784214) | > loss_mel: 19.292556762695312 (19.43123871939523) | > loss_duration: 2.475343704223633 (2.317073787961687) | > loss_1: 35.133544921875 (33.660287857055664)  --> STEP: 8 | > loss_disc: 2.196197032928467 (2.2476531267166138) | > loss_disc_real_0: 0.06432685256004333 (0.07898698281496763) | > loss_disc_real_1: 0.140779510140419 (0.17689839005470276) | > loss_disc_real_2: 0.1786021888256073 (0.1904369154945016) | > loss_disc_real_3: 0.2912028729915619 (0.2655674610286951) | > loss_disc_real_4: 0.31704089045524597 (0.2740951031446457) | > loss_disc_real_5: 0.2588525414466858 (0.21758800372481346) | > loss_0: 2.196197032928467 (2.2476531267166138) | > loss_gen: 2.5223143100738525 (2.4682933688163757) | > loss_kl: 2.0889487266540527 (2.3889767080545425) | > loss_feat: 9.366649627685547 (7.312946856021881) | > loss_mel: 18.795089721679688 (19.351720094680786) | > loss_duration: 2.174973487854004 (2.299311250448227) | > loss_1: 34.947975158691406 (33.82124876976013)  --> STEP: 9 | > loss_disc: 2.3309195041656494 (2.256904946433173) | > loss_disc_real_0: 0.10797333717346191 (0.08220768885480033) | > loss_disc_real_1: 0.20724305510520935 (0.18027001950475904) | > loss_disc_real_2: 0.18215647339820862 (0.18951686637269127) | > loss_disc_real_3: 0.2973840832710266 (0.26910264127784306) | > loss_disc_real_4: 0.312004029750824 (0.2783072061008877) | > loss_disc_real_5: 0.2714576721191406 (0.22357352243529427) | > loss_0: 2.3309195041656494 (2.256904946433173) | > loss_gen: 2.4600906372070312 (2.4673819541931152) | > loss_kl: 2.649655342102051 (2.417941000726488) | > loss_feat: 7.566838264465332 (7.341157012515598) | > loss_mel: 18.81552505493164 (19.292142868041992) | > loss_duration: 2.0791068077087402 (2.2748440901438394) | > loss_1: 33.57121658325195 (33.79346741570367)  --> STEP: 10 | > loss_disc: 2.4266271591186523 (2.273877167701721) | > loss_disc_real_0: 0.0883968323469162 (0.08282660320401192) | > loss_disc_real_1: 0.25355786085128784 (0.18759880363941192) | > loss_disc_real_2: 0.18044696748256683 (0.18860987648367883) | > loss_disc_real_3: 0.291131854057312 (0.27130556255578997) | > loss_disc_real_4: 0.3287924826145172 (0.28335573375225065) | > loss_disc_real_5: 0.3457169234752655 (0.23578786253929138) | > loss_0: 2.4266271591186523 (2.273877167701721) | > loss_gen: 2.669494867324829 (2.487593245506287) | > loss_kl: 2.4118568897247314 (2.4173325896263123) | > loss_feat: 8.306465148925781 (7.437687826156616) | > loss_mel: 18.898574829101562 (19.252786064147948) | > loss_duration: 2.2720017433166504 (2.2745598554611206) | > loss_1: 34.55839538574219 (33.86996021270752)  --> STEP: 11 | > loss_disc: 2.3686282634735107 (2.2824909036809746) | > loss_disc_real_0: 0.1289583295583725 (0.08702039650895378) | > loss_disc_real_1: 0.13373251259326935 (0.1827018680897626) | > loss_disc_real_2: 0.24521341919898987 (0.19375565309416165) | > loss_disc_real_3: 0.2738554775714874 (0.27153737301176245) | > loss_disc_real_4: 0.2298155128955841 (0.2784884409470992) | > loss_disc_real_5: 0.2123199850320816 (0.23365441912954504) | > loss_0: 2.3686282634735107 (2.2824909036809746) | > loss_gen: 2.31614351272583 (2.472006906162609) | > loss_kl: 2.2533984184265137 (2.4024294831536035) | > loss_feat: 6.395947456359863 (7.342984156175093) | > loss_mel: 20.581514358520508 (19.373579545454547) | > loss_duration: 2.4143667221069336 (2.2872695706107398) | > loss_1: 33.961368560791016 (33.87827006253329)  --> STEP: 12 | > loss_disc: 2.3366448879241943 (2.287003735701243) | > loss_disc_real_0: 0.06980626285076141 (0.0855858853707711) | > loss_disc_real_1: 0.19136512279510498 (0.18342380598187447) | > loss_disc_real_2: 0.19447506964206696 (0.19381560447315374) | > loss_disc_real_3: 0.2586924731731415 (0.27046696469187737) | > loss_disc_real_4: 0.29754143953323364 (0.28007619082927704) | > loss_disc_real_5: 0.17763133347034454 (0.228985828657945) | > loss_0: 2.3366448879241943 (2.287003735701243) | > loss_gen: 2.3364198207855225 (2.460707982381185) | > loss_kl: 2.3737428188323975 (2.4000389277935033) | > loss_feat: 5.692381858825684 (7.205433964729309) | > loss_mel: 19.166400909423828 (19.356314659118652) | > loss_duration: 2.2681095600128174 (2.2856729030609126) | > loss_1: 31.837055206298828 (33.708168824513756)  --> STEP: 13 | > loss_disc: 2.466331958770752 (2.3007982143988976) | > loss_disc_real_0: 0.1352471262216568 (0.08940598082083923) | > loss_disc_real_1: 0.22238953411579132 (0.18642116968448347) | > loss_disc_real_2: 0.1934182047843933 (0.193785035266326) | > loss_disc_real_3: 0.30380627512931824 (0.273031527033219) | > loss_disc_real_4: 0.27888035774230957 (0.2799842036687411) | > loss_disc_real_5: 0.20789769291877747 (0.22736366437031671) | > loss_0: 2.466331958770752 (2.3007982143988976) | > loss_gen: 2.396181583404541 (2.4557444132291355) | > loss_kl: 2.8084981441497803 (2.431458867513217) | > loss_feat: 6.666950225830078 (7.164012138660137) | > loss_mel: 17.497539520263672 (19.213331956129807) | > loss_duration: 2.137894630432129 (2.2743053436279292) | > loss_1: 31.507064819335938 (33.53885313180777)  --> STEP: 14 | > loss_disc: 2.128627300262451 (2.28850029196058) | > loss_disc_real_0: 0.08642744272947311 (0.08919322810002736) | > loss_disc_real_1: 0.1599053293466568 (0.1845271810889244) | > loss_disc_real_2: 0.11280106008052826 (0.18800046561019762) | > loss_disc_real_3: 0.2207159548997879 (0.2692947004522596) | > loss_disc_real_4: 0.25029024481773376 (0.2778632066079549) | > loss_disc_real_5: 0.16283638775348663 (0.22275457318340028) | > loss_0: 2.128627300262451 (2.28850029196058) | > loss_gen: 2.2720587253570557 (2.4426240069525584) | > loss_kl: 2.4656825065612793 (2.433903413159507) | > loss_feat: 7.798382759094238 (7.209324325834002) | > loss_mel: 20.83212661743164 (19.328960146222794) | > loss_duration: 2.377108573913574 (2.281648431505475) | > loss_1: 35.745361328125 (33.69646086011614)  --> STEP: 15 | > loss_disc: 2.3758318424224854 (2.294322395324707) | > loss_disc_real_0: 0.09079507738351822 (0.08930001805226008) | > loss_disc_real_1: 0.15362899005413055 (0.18246730168660483) | > loss_disc_real_2: 0.22574560344219208 (0.19051680813233057) | > loss_disc_real_3: 0.2852553427219391 (0.27035874327023823) | > loss_disc_real_4: 0.2501601576805115 (0.27601633667945863) | > loss_disc_real_5: 0.28926944732666016 (0.2271888981262843) | > loss_0: 2.3758318424224854 (2.294322395324707) | > loss_gen: 2.4907970428466797 (2.445835542678833) | > loss_kl: 2.875500440597534 (2.463343214988709) | > loss_feat: 6.580811500549316 (7.167423470815023) | > loss_mel: 19.76431655883789 (19.3579839070638) | > loss_duration: 2.2660863399505615 (2.280610958735147) | > loss_1: 33.97751235961914 (33.71519762674968)  --> STEP: 16 | > loss_disc: 2.4838969707489014 (2.306170806288719) | > loss_disc_real_0: 0.11921293288469315 (0.09116957522928715) | > loss_disc_real_1: 0.19230996072292328 (0.18308246787637472) | > loss_disc_real_2: 0.18825672566890717 (0.1903755529783666) | > loss_disc_real_3: 0.26018574833869934 (0.26972293108701706) | > loss_disc_real_4: 0.2977285087108612 (0.2773733474314213) | > loss_disc_real_5: 0.22601130604743958 (0.2271152986213565) | > loss_0: 2.4838969707489014 (2.306170806288719) | > loss_gen: 2.3123998641967773 (2.4374958127737045) | > loss_kl: 2.4283831119537354 (2.461158208549023) | > loss_feat: 7.346122741699219 (7.178592175245285) | > loss_mel: 19.082317352294922 (19.340754747390747) | > loss_duration: 2.328836679458618 (2.283625066280364) | > loss_1: 33.49806213378906 (33.701626658439636)  --> STEP: 17 | > loss_disc: 2.315006971359253 (2.306690580704633) | > loss_disc_real_0: 0.10410693287849426 (0.0919305962674758) | > loss_disc_real_1: 0.17548750340938568 (0.1826357052606695) | > loss_disc_real_2: 0.16490055620670319 (0.18887702375650406) | > loss_disc_real_3: 0.31471675634384155 (0.2723696266903597) | > loss_disc_real_4: 0.22851134836673737 (0.2744991121923222) | > loss_disc_real_5: 0.1581786423921585 (0.22306020119610956) | > loss_0: 2.315006971359253 (2.306690580704633) | > loss_gen: 2.3652868270874023 (2.4332482253803924) | > loss_kl: 2.1166298389434814 (2.440891833866344) | > loss_feat: 6.526155948638916 (7.140213573680205) | > loss_mel: 19.082246780395508 (19.325548396391028) | > loss_duration: 2.362333059310913 (2.2882549482233374) | > loss_1: 32.45265197753906 (33.628157559563135)  --> STEP: 18 | > loss_disc: 2.2898154258728027 (2.3057530721028647) | > loss_disc_real_0: 0.09534282982349396 (0.0921201647983657) | > loss_disc_real_1: 0.15613797307014465 (0.18116360902786255) | > loss_disc_real_2: 0.18899677693843842 (0.18888367671105596) | > loss_disc_real_3: 0.3182072043418884 (0.2749161587821113) | > loss_disc_real_4: 0.28044751286506653 (0.27482957889636356) | > loss_disc_real_5: 0.2894938290119171 (0.22675095829698774) | > loss_0: 2.2898154258728027 (2.3057530721028647) | > loss_gen: 2.593076229095459 (2.4421275589201183) | > loss_kl: 2.2814950942993164 (2.432036459445954) | > loss_feat: 6.7633891105651855 (7.1192788812849255) | > loss_mel: 18.478435516357422 (19.278486569722492) | > loss_duration: 2.2629733085632324 (2.286850412686665) | > loss_1: 32.37936782836914 (33.558780352274574)  --> STEP: 19 | > loss_disc: 2.484959602355957 (2.315184994747764) | > loss_disc_real_0: 0.10823769867420197 (0.09296845605498866) | > loss_disc_real_1: 0.20658180117607117 (0.18250140861461037) | > loss_disc_real_2: 0.2784257233142853 (0.19359641600596278) | > loss_disc_real_3: 0.3064335882663727 (0.2765749708602303) | > loss_disc_real_4: 0.2974236309528351 (0.2760187395309147) | > loss_disc_real_5: 0.28776878118515015 (0.2299624226595226) | > loss_0: 2.484959602355957 (2.315184994747764) | > loss_gen: 2.56215500831604 (2.4484447930988513) | > loss_kl: 1.670568585395813 (2.391959202916999) | > loss_feat: 7.446516513824463 (7.13650191457648) | > loss_mel: 18.491559982299805 (19.23706938091077) | > loss_duration: 2.3339552879333496 (2.289329616647017) | > loss_1: 32.504756927490234 (33.503305435180664)  --> STEP: 20 | > loss_disc: 2.0650062561035156 (2.302676057815552) | > loss_disc_real_0: 0.09796305000782013 (0.09321818575263023) | > loss_disc_real_1: 0.1712000072002411 (0.1819363385438919) | > loss_disc_real_2: 0.20081393420696259 (0.19395729191601277) | > loss_disc_real_3: 0.24917323887348175 (0.27520488426089285) | > loss_disc_real_4: 0.24386869370937347 (0.2744112372398376) | > loss_disc_real_5: 0.19054542481899261 (0.2279915727674961) | > loss_0: 2.0650062561035156 (2.302676057815552) | > loss_gen: 3.0794920921325684 (2.479997158050537) | > loss_kl: 1.9476069211959839 (2.3697415888309483) | > loss_feat: 8.720686912536621 (7.215711164474487) | > loss_mel: 19.880014419555664 (19.269216632843015) | > loss_duration: 2.3050858974456787 (2.29011743068695) | > loss_1: 35.932884216308594 (33.62478437423706)  --> STEP: 21 | > loss_disc: 2.475531816482544 (2.3109072844187417) | > loss_disc_real_0: 0.09266342967748642 (0.093191768796671) | > loss_disc_real_1: 0.17913024127483368 (0.18180271486441293) | > loss_disc_real_2: 0.19495105743408203 (0.19400461408353986) | > loss_disc_real_3: 0.29903924465179443 (0.27633985380331677) | > loss_disc_real_4: 0.2645483613014221 (0.2739415764808655) | > loss_disc_real_5: 0.28506502509117126 (0.23070935621148064) | > loss_0: 2.475531816482544 (2.3109072844187417) | > loss_gen: 2.2820873260498047 (2.4705728803362166) | > loss_kl: 2.1420319080352783 (2.358898270697821) | > loss_feat: 7.516647815704346 (7.230041481199718) | > loss_mel: 17.397930145263672 (19.180107752482094) | > loss_duration: 2.142908811569214 (2.283107496443248) | > loss_1: 31.481605529785156 (33.52272823878697)  --> STEP: 22 | > loss_disc: 2.2161285877227783 (2.306599161841653) | > loss_disc_real_0: 0.11357678472995758 (0.09411836043000221) | > loss_disc_real_1: 0.24317435920238495 (0.18459233506159348) | > loss_disc_real_2: 0.1421191394329071 (0.191646183417602) | > loss_disc_real_3: 0.1922280490398407 (0.2725165899504315) | > loss_disc_real_4: 0.18748174607753754 (0.27001158418980514) | > loss_disc_real_5: 0.23905441164970398 (0.23108867691321808) | > loss_0: 2.2161285877227783 (2.306599161841653) | > loss_gen: 2.2955331802368164 (2.4626165303316983) | > loss_kl: 1.7503023147583008 (2.3312348181551155) | > loss_feat: 6.719638347625732 (7.206841338764537) | > loss_mel: 17.09285545349121 (19.085232647982508) | > loss_duration: 2.1298370361328125 (2.276140657338228) | > loss_1: 29.98816680908203 (33.362066355618566)  --> STEP: 23 | > loss_disc: 2.0768961906433105 (2.2966120761373774) | > loss_disc_real_0: 0.08782003819942474 (0.09384452033302058) | > loss_disc_real_1: 0.14155344665050507 (0.1827210790437201) | > loss_disc_real_2: 0.17024706304073334 (0.1907157868794773) | > loss_disc_real_3: 0.26270484924316406 (0.27208999252837635) | > loss_disc_real_4: 0.1855953484773636 (0.2663413130718729) | > loss_disc_real_5: 0.1336165964603424 (0.2268507603717887) | > loss_0: 2.0768961906433105 (2.2966120761373774) | > loss_gen: 2.289966583251953 (2.4551100108934487) | > loss_kl: 2.366151809692383 (2.332752948221953) | > loss_feat: 9.544184684753418 (7.308464962503185) | > loss_mel: 19.51970863342285 (19.104122908219043) | > loss_duration: 2.238507032394409 (2.2745044127754532) | > loss_1: 35.958518981933594 (33.47495560024095)  --> STEP: 24 | > loss_disc: 2.321446418762207 (2.297646840413412) | > loss_disc_real_0: 0.06748102605342865 (0.09274604140470426) | > loss_disc_real_1: 0.20015716552734375 (0.1834475826472044) | > loss_disc_real_2: 0.2564947307109833 (0.19345657620579004) | > loss_disc_real_3: 0.26378920674324036 (0.27174412645399565) | > loss_disc_real_4: 0.26567140221595764 (0.26631340011954313) | > loss_disc_real_5: 0.25034084916114807 (0.22782951407134533) | > loss_0: 2.321446418762207 (2.297646840413412) | > loss_gen: 2.5364396572113037 (2.458498746156693) | > loss_kl: 2.3678479194641113 (2.3342152386903763) | > loss_feat: 7.8809428215026855 (7.332318206628163) | > loss_mel: 17.165103912353516 (19.02333045005798) | > loss_duration: 2.4521398544311523 (2.281905889511107) | > loss_1: 32.40247344970703 (33.430268843968705)  --> STEP: 25 | > loss_disc: 2.4275970458984375 (2.3028448486328132) | > loss_disc_real_0: 0.0894571989774704 (0.09261448770761489) | > loss_disc_real_1: 0.21435678005218506 (0.1846839505434036) | > loss_disc_real_2: 0.23511382937431335 (0.19512286633253098) | > loss_disc_real_3: 0.2857900559902191 (0.27230596363544457) | > loss_disc_real_4: 0.2606854736804962 (0.2660882830619813) | > loss_disc_real_5: 0.25140833854675293 (0.22877266705036164) | > loss_0: 2.4275970458984375 (2.3028448486328132) | > loss_gen: 2.4890270233154297 (2.4597198772430424) | > loss_kl: 2.432126760482788 (2.338131699562073) | > loss_feat: 7.890481472015381 (7.354644737243652) | > loss_mel: 18.170995712280273 (18.98923706054687) | > loss_duration: 2.356571674346924 (2.28489252090454) | > loss_1: 33.339202880859375 (33.42662620544433)  --> STEP: 26 | > loss_disc: 2.5490241050720215 (2.312313281572783) | > loss_disc_real_0: 0.0769961029291153 (0.09201378060074952) | > loss_disc_real_1: 0.18313947319984436 (0.18462454756865135) | > loss_disc_real_2: 0.24623432755470276 (0.19708869176415297) | > loss_disc_real_3: 0.27724501490592957 (0.27249592714584786) | > loss_disc_real_4: 0.2573317885398865 (0.2657514948111315) | > loss_disc_real_5: 0.26688528060913086 (0.230238536802622) | > loss_0: 2.5490241050720215 (2.312313281572783) | > loss_gen: 1.9794329404830933 (2.4412473027522754) | > loss_kl: 2.1840665340423584 (2.332206116272853) | > loss_feat: 7.085821151733398 (7.344305368570181) | > loss_mel: 13.094489097595215 (18.76251598504873) | > loss_duration: 2.265422821044922 (2.2841436862945548) | > loss_1: 26.60923194885254 (33.16441873403695) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024315027090219352 (+4.9856992868277644e-05) | > avg_loss_disc: 2.312313281572783 (+0.03898982818310115) | > avg_loss_disc_real_0: 0.09201378060074952 (-0.056523701176047325) | > avg_loss_disc_real_1: 0.18462454756865135 (-0.0472974467736024) | > avg_loss_disc_real_2: 0.19708869176415297 (-0.02742169367579314) | > avg_loss_disc_real_3: 0.27249592714584786 (+0.02921251322214416) | > avg_loss_disc_real_4: 0.2657514948111315 (+0.013068249592414316) | > avg_loss_disc_real_5: 0.230238536802622 (-0.022010678855272497) | > avg_loss_0: 2.312313281572783 (+0.03898982818310115) | > avg_loss_gen: 2.4412473027522754 (-0.42293711350514274) | > avg_loss_kl: 2.332206116272853 (-0.03068122038474419) | > avg_loss_feat: 7.344305368570181 (-0.20872246302091213) | > avg_loss_mel: 18.76251598504873 (-0.7329725485581697) | > avg_loss_duration: 2.2841436862945548 (+0.01656127893007664) | > avg_loss_1: 33.16441873403695 (-1.3787515346820598)  > EPOCH: 222/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:41:27)   --> TIME: 2024-06-11 00:41:33 -- STEP: 14/330 -- GLOBAL_STEP: 161275 | > loss_disc: 2.22642183303833 (2.298611044883728) | > loss_disc_real_0: 0.10319814831018448 (0.1055009945162705) | > loss_disc_real_1: 0.17738282680511475 (0.19813187473586627) | > loss_disc_real_2: 0.2031799852848053 (0.2070565585579191) | > loss_disc_real_3: 0.21944259107112885 (0.21839213903461183) | > loss_disc_real_4: 0.21509985625743866 (0.2177111261657306) | > loss_disc_real_5: 0.19633716344833374 (0.22102164583546774) | > loss_0: 2.22642183303833 (2.298611044883728) | > grad_norm_0: tensor(19.9722, device='cuda:0') (tensor(10.6843, device='cuda:0')) | > loss_gen: 2.6442360877990723 (2.51175970690591) | > loss_kl: 1.5318174362182617 (1.7685112953186035) | > loss_feat: 8.007752418518066 (6.958336932318551) | > loss_mel: 18.952295303344727 (19.11863190787179) | > loss_duration: 2.102952718734741 (2.1814209052494595) | > loss_1: 33.239051818847656 (32.53866073063442) | > grad_norm_1: tensor(155.0689, device='cuda:0') (tensor(112.4565, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3337 (0.3468238796506609) | > loader_time: 0.0029 (0.0030818155833653043)  --> TIME: 2024-06-11 00:41:42 -- STEP: 39/330 -- GLOBAL_STEP: 161300 | > loss_disc: 2.2359588146209717 (2.2956069065974307) | > loss_disc_real_0: 0.13569039106369019 (0.11034157088933846) | > loss_disc_real_1: 0.2024659961462021 (0.1964109167456627) | > loss_disc_real_2: 0.23296724259853363 (0.21394459177286196) | > loss_disc_real_3: 0.16170069575309753 (0.22339732486468095) | > loss_disc_real_4: 0.18729178607463837 (0.22093471731895056) | > loss_disc_real_5: 0.1751716285943985 (0.2146127204864453) | > loss_0: 2.2359588146209717 (2.2956069065974307) | > grad_norm_0: tensor(6.1023, device='cuda:0') (tensor(9.4731, device='cuda:0')) | > loss_gen: 2.6337342262268066 (2.568726967542599) | > loss_kl: 2.0993034839630127 (1.7726345245654767) | > loss_feat: 7.839334011077881 (7.329707072331355) | > loss_mel: 19.20306396484375 (19.255273867876106) | > loss_duration: 2.059314727783203 (2.10264009084457) | > loss_1: 33.834747314453125 (33.02898216247557) | > grad_norm_1: tensor(81.5074, device='cuda:0') (tensor(112.6391, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3547 (0.34951279713557315) | > loader_time: 0.0038 (0.003246943155924479)  --> TIME: 2024-06-11 00:41:51 -- STEP: 64/330 -- GLOBAL_STEP: 161325 | > loss_disc: 2.2560298442840576 (2.2842891328036785) | > loss_disc_real_0: 0.12395196408033371 (0.11118747177533805) | > loss_disc_real_1: 0.2273939847946167 (0.1968500582734123) | > loss_disc_real_2: 0.269607812166214 (0.21624358324334025) | > loss_disc_real_3: 0.23073157668113708 (0.22287931595928967) | > loss_disc_real_4: 0.2001800388097763 (0.21866990439593792) | > loss_disc_real_5: 0.19973188638687134 (0.21202549198642373) | > loss_0: 2.2560298442840576 (2.2842891328036785) | > grad_norm_0: tensor(9.0247, device='cuda:0') (tensor(9.1813, device='cuda:0')) | > loss_gen: 2.639213800430298 (2.576098877936601) | > loss_kl: 1.7585810422897339 (1.7650871127843857) | > loss_feat: 7.6149516105651855 (7.4173600524663925) | > loss_mel: 19.962051391601562 (19.235088557004936) | > loss_duration: 2.0349230766296387 (2.0735748913139105) | > loss_1: 34.00971984863281 (33.06720933318138) | > grad_norm_1: tensor(126.1497, device='cuda:0') (tensor(108.0135, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3587 (0.35136424005031586) | > loader_time: 0.0037 (0.0033753179013729095)  --> TIME: 2024-06-11 00:42:00 -- STEP: 89/330 -- GLOBAL_STEP: 161350 | > loss_disc: 2.1992921829223633 (2.2768089905213773) | > loss_disc_real_0: 0.09713762253522873 (0.11153986120826742) | > loss_disc_real_1: 0.19320659339427948 (0.19646403168359503) | > loss_disc_real_2: 0.19905610382556915 (0.21504938334561466) | > loss_disc_real_3: 0.23565861582756042 (0.22210916407992332) | > loss_disc_real_4: 0.24412788450717926 (0.217958918113387) | > loss_disc_real_5: 0.20784273743629456 (0.2108698445424605) | > loss_0: 2.1992921829223633 (2.2768089905213773) | > grad_norm_0: tensor(5.9272, device='cuda:0') (tensor(10.6757, device='cuda:0')) | > loss_gen: 2.6706511974334717 (2.5835519426324374) | > loss_kl: 1.6710357666015625 (1.7601465067166961) | > loss_feat: 7.664306163787842 (7.482405164268579) | > loss_mel: 18.513452529907227 (19.215986851895803) | > loss_duration: 2.0662894248962402 (2.0612180447310546) | > loss_1: 32.58573532104492 (33.10330847407995) | > grad_norm_1: tensor(198.9693, device='cuda:0') (tensor(127.6029, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3447 (0.3539987949842818) | > loader_time: 0.0042 (0.0034821113843596383)  --> TIME: 2024-06-11 00:42:10 -- STEP: 114/330 -- GLOBAL_STEP: 161375 | > loss_disc: 2.38095760345459 (2.2792783912859464) | > loss_disc_real_0: 0.12009695172309875 (0.11383138662367537) | > loss_disc_real_1: 0.21497368812561035 (0.19521266372318857) | > loss_disc_real_2: 0.21310456097126007 (0.2152658285279023) | > loss_disc_real_3: 0.2222634106874466 (0.22243653904450567) | > loss_disc_real_4: 0.2488786280155182 (0.21903401299526815) | > loss_disc_real_5: 0.2300707846879959 (0.21144791065078034) | > loss_0: 2.38095760345459 (2.2792783912859464) | > grad_norm_0: tensor(26.4520, device='cuda:0') (tensor(11.4358, device='cuda:0')) | > loss_gen: 2.528563976287842 (2.5845407435768513) | > loss_kl: 1.841116189956665 (1.7627616357385067) | > loss_feat: 7.449415683746338 (7.495265877037718) | > loss_mel: 18.736248016357422 (19.18855695557177) | > loss_duration: 2.0542216300964355 (2.0580231212733078) | > loss_1: 32.60956573486328 (33.08914833738094) | > grad_norm_1: tensor(271.1081, device='cuda:0') (tensor(139.5162, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3691 (0.3561635456587139) | > loader_time: 0.0039 (0.0036134197000871624)  --> TIME: 2024-06-11 00:42:19 -- STEP: 139/330 -- GLOBAL_STEP: 161400 | > loss_disc: 2.3487677574157715 (2.2888194399771935) | > loss_disc_real_0: 0.0692257508635521 (0.11459259828217597) | > loss_disc_real_1: 0.1268826723098755 (0.1951591716074257) | > loss_disc_real_2: 0.2132311761379242 (0.21510683160891636) | > loss_disc_real_3: 0.23244354128837585 (0.22288432556519405) | > loss_disc_real_4: 0.21193982660770416 (0.2203032790328101) | > loss_disc_real_5: 0.22338882088661194 (0.21311670573924085) | > loss_0: 2.3487677574157715 (2.2888194399771935) | > grad_norm_0: tensor(13.0958, device='cuda:0') (tensor(12.6002, device='cuda:0')) | > loss_gen: 2.4434030055999756 (2.577967681473107) | > loss_kl: 1.5760176181793213 (1.7608296202241087) | > loss_feat: 7.666454315185547 (7.450831588223684) | > loss_mel: 18.965377807617188 (19.178607501572) | > loss_duration: 2.121025323867798 (2.060408375246061) | > loss_1: 32.77227783203125 (33.02864478131851) | > grad_norm_1: tensor(129.3948, device='cuda:0') (tensor(157.1390, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3555 (0.35761729418802607) | > loader_time: 0.004 (0.0037220965186468987)  --> TIME: 2024-06-11 00:42:29 -- STEP: 164/330 -- GLOBAL_STEP: 161425 | > loss_disc: 2.479783773422241 (2.296284383390009) | > loss_disc_real_0: 0.10903938859701157 (0.1161791691329421) | > loss_disc_real_1: 0.2308567613363266 (0.19744054577881248) | > loss_disc_real_2: 0.2546733617782593 (0.2160558580625348) | > loss_disc_real_3: 0.236720472574234 (0.2232458473342221) | > loss_disc_real_4: 0.2490575909614563 (0.21958000830760813) | > loss_disc_real_5: 0.22190691530704498 (0.21194637148845485) | > loss_0: 2.479783773422241 (2.296284383390009) | > grad_norm_0: tensor(20.1162, device='cuda:0') (tensor(14.8927, device='cuda:0')) | > loss_gen: 2.346268653869629 (2.5763697231688143) | > loss_kl: 1.7654863595962524 (1.7601787738683747) | > loss_feat: 7.109502792358398 (7.437932735536156) | > loss_mel: 18.546894073486328 (19.168820264862816) | > loss_duration: 2.130810260772705 (2.062208078983353) | > loss_1: 31.89896011352539 (33.00550957423886) | > grad_norm_1: tensor(269.3555, device='cuda:0') (tensor(176.3599, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3767 (0.3620187436662069) | > loader_time: 0.004 (0.003820907778856231)  --> TIME: 2024-06-11 00:42:39 -- STEP: 189/330 -- GLOBAL_STEP: 161450 | > loss_disc: 2.126943349838257 (2.2999304690689013) | > loss_disc_real_0: 0.08117549121379852 (0.11730491921857551) | > loss_disc_real_1: 0.17758125066757202 (0.19838507138389763) | > loss_disc_real_2: 0.1502690613269806 (0.215448014241047) | > loss_disc_real_3: 0.22447067499160767 (0.22353795643836732) | > loss_disc_real_4: 0.18252545595169067 (0.21966209976130688) | > loss_disc_real_5: 0.19212672114372253 (0.21314117131094454) | > loss_0: 2.126943349838257 (2.2999304690689013) | > grad_norm_0: tensor(13.2341, device='cuda:0') (tensor(17.8104, device='cuda:0')) | > loss_gen: 2.746882677078247 (2.5792403713105223) | > loss_kl: 1.7482432126998901 (1.7615204147560886) | > loss_feat: 7.82883882522583 (7.442424481507962) | > loss_mel: 18.933063507080078 (19.13777448260596) | > loss_duration: 2.1343531608581543 (2.0680575402325414) | > loss_1: 33.391380310058594 (32.98901729482824) | > grad_norm_1: tensor(192.0147, device='cuda:0') (tensor(194.7576, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3787 (0.36547042831542) | > loader_time: 0.0046 (0.003927049182710194)  --> TIME: 2024-06-11 00:42:49 -- STEP: 214/330 -- GLOBAL_STEP: 161475 | > loss_disc: 2.4476654529571533 (2.297707279151845) | > loss_disc_real_0: 0.14101198315620422 (0.1158392869423483) | > loss_disc_real_1: 0.23361393809318542 (0.19799641335261206) | > loss_disc_real_2: 0.23255105316638947 (0.21512017148398907) | > loss_disc_real_3: 0.23399953544139862 (0.22391730254498599) | > loss_disc_real_4: 0.20447976887226105 (0.21906043547336182) | > loss_disc_real_5: 0.2389432191848755 (0.21278383979730517) | > loss_0: 2.4476654529571533 (2.297707279151845) | > grad_norm_0: tensor(110.8789, device='cuda:0') (tensor(19.1238, device='cuda:0')) | > loss_gen: 2.4620859622955322 (2.588283881962856) | > loss_kl: 1.7247942686080933 (1.7590482140255865) | > loss_feat: 5.837575435638428 (7.464794600121329) | > loss_mel: 18.05785369873047 (19.095022673918827) | > loss_duration: 2.1591615676879883 (2.074026758982756) | > loss_1: 30.241470336914062 (32.98117614460883) | > grad_norm_1: tensor(242.3357, device='cuda:0') (tensor(210.8256, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.3992 (0.3695196358957023) | > loader_time: 0.0058 (0.004051290939901478)  --> TIME: 2024-06-11 00:43:00 -- STEP: 239/330 -- GLOBAL_STEP: 161500 | > loss_disc: 2.4033994674682617 (2.297584245394462) | > loss_disc_real_0: 0.12765616178512573 (0.11602652846021133) | > loss_disc_real_1: 0.23411166667938232 (0.19831976877470897) | > loss_disc_real_2: 0.18292459845542908 (0.21497947445225019) | > loss_disc_real_3: 0.2649148404598236 (0.22376905063704966) | > loss_disc_real_4: 0.27838894724845886 (0.2191625373383446) | > loss_disc_real_5: 0.24677368998527527 (0.21264249497876506) | > loss_0: 2.4033994674682617 (2.297584245394462) | > grad_norm_0: tensor(36.4815, device='cuda:0') (tensor(20.0726, device='cuda:0')) | > loss_gen: 2.5064897537231445 (2.587459808612967) | > loss_kl: 1.7652199268341064 (1.7608855907887095) | > loss_feat: 7.085549354553223 (7.4773299843696375) | > loss_mel: 18.85387420654297 (19.072945359361725) | > loss_duration: 2.105372428894043 (2.0812078355246513) | > loss_1: 32.316505432128906 (32.97982855920515) | > grad_norm_1: tensor(99.7640, device='cuda:0') (tensor(227.1869, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.4201 (0.3736352341943206) | > loader_time: 0.0052 (0.00418592397139162) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_161500.pth  --> TIME: 2024-06-11 00:43:15 -- STEP: 264/330 -- GLOBAL_STEP: 161525 | > loss_disc: 2.2149622440338135 (2.295749998453891) | > loss_disc_real_0: 0.10505267977714539 (0.11594865479591218) | > loss_disc_real_1: 0.19857101142406464 (0.19814588160564506) | > loss_disc_real_2: 0.21425046026706696 (0.21485045518387447) | > loss_disc_real_3: 0.22151170670986176 (0.22361512899850353) | > loss_disc_real_4: 0.23168471455574036 (0.21912427218348687) | > loss_disc_real_5: 0.20759984850883484 (0.21253097384716524) | > loss_0: 2.2149622440338135 (2.295749998453891) | > grad_norm_0: tensor(46.5147, device='cuda:0') (tensor(21.1456, device='cuda:0')) | > loss_gen: 2.620349884033203 (2.587026404611992) | > loss_kl: 1.7913196086883545 (1.7596967856992374) | > loss_feat: 7.66805362701416 (7.4936005184144685) | > loss_mel: 18.36558723449707 (19.03734467968797) | > loss_duration: 2.194120407104492 (2.087910281437816) | > loss_1: 32.63943099975586 (32.96557864275847) | > grad_norm_1: tensor(635.8028, device='cuda:0') (tensor(241.4655, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.4282 (0.37937622449614783) | > loader_time: 0.0067 (0.004347795789892021)  --> TIME: 2024-06-11 00:43:26 -- STEP: 289/330 -- GLOBAL_STEP: 161550 | > loss_disc: 2.360388994216919 (2.2995596022754383) | > loss_disc_real_0: 0.10034370422363281 (0.11667600810321557) | > loss_disc_real_1: 0.21421752870082855 (0.19881105838040586) | > loss_disc_real_2: 0.20140674710273743 (0.21508049640069785) | > loss_disc_real_3: 0.24780020117759705 (0.22402715487051175) | > loss_disc_real_4: 0.257270872592926 (0.21909972643769732) | > loss_disc_real_5: 0.21318268775939941 (0.21261072447555704) | > loss_0: 2.360388994216919 (2.2995596022754383) | > grad_norm_0: tensor(55.3147, device='cuda:0') (tensor(23.5150, device='cuda:0')) | > loss_gen: 2.531463384628296 (2.58850718534529) | > loss_kl: 1.748204231262207 (1.7608918920932757) | > loss_feat: 7.378932952880859 (7.515271277576169) | > loss_mel: 18.564598083496094 (19.006734029644512) | > loss_duration: 2.2413642406463623 (2.096360070070181) | > loss_1: 32.464561462402344 (32.96776446174173) | > grad_norm_1: tensor(321.6696, device='cuda:0') (tensor(258.1699, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.4633 (0.3851654051084418) | > loader_time: 0.0068 (0.00453453327957734)  --> TIME: 2024-06-11 00:43:39 -- STEP: 314/330 -- GLOBAL_STEP: 161575 | > loss_disc: 2.3572568893432617 (2.3064145024415015) | > loss_disc_real_0: 0.1624591052532196 (0.11792378248587536) | > loss_disc_real_1: 0.1986483782529831 (0.19936405874456575) | > loss_disc_real_2: 0.21221797168254852 (0.2156539717867116) | > loss_disc_real_3: 0.19947974383831024 (0.22426684689559753) | > loss_disc_real_4: 0.1734648197889328 (0.219997442831659) | > loss_disc_real_5: 0.20046469569206238 (0.21295134732677684) | > loss_0: 2.3572568893432617 (2.3064145024415015) | > grad_norm_0: tensor(55.2188, device='cuda:0') (tensor(25.4216, device='cuda:0')) | > loss_gen: 2.343960762023926 (2.5872442502125055) | > loss_kl: 1.7842097282409668 (1.7629278909628558) | > loss_feat: 7.683427810668945 (7.509619188916152) | > loss_mel: 17.98311424255371 (18.954863341750624) | > loss_duration: 2.2983622550964355 (2.1082873530448625) | > loss_1: 32.093074798583984 (32.92294202792416) | > grad_norm_1: tensor(512.4997, device='cuda:0') (tensor(269.7773, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.5267 (0.39387659965806693) | > loader_time: 0.0078 (0.004765288844989363)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2110562324523926 (2.2110562324523926) | > loss_disc_real_0: 0.1678553819656372 (0.1678553819656372) | > loss_disc_real_1: 0.2822780907154083 (0.2822780907154083) | > loss_disc_real_2: 0.2953757345676422 (0.2953757345676422) | > loss_disc_real_3: 0.20767387747764587 (0.20767387747764587) | > loss_disc_real_4: 0.20497415959835052 (0.20497415959835052) | > loss_disc_real_5: 0.22872872650623322 (0.22872872650623322) | > loss_0: 2.2110562324523926 (2.2110562324523926) | > loss_gen: 3.243164539337158 (3.243164539337158) | > loss_kl: 2.100841760635376 (2.100841760635376) | > loss_feat: 7.762169361114502 (7.762169361114502) | > loss_mel: 17.440319061279297 (17.440319061279297) | > loss_duration: 2.7435522079467773 (2.7435522079467773) | > loss_1: 33.29004669189453 (33.29004669189453)  --> STEP: 1 | > loss_disc: 2.3839328289031982 (2.3839328289031982) | > loss_disc_real_0: 0.08030182868242264 (0.08030182868242264) | > loss_disc_real_1: 0.1935996264219284 (0.1935996264219284) | > loss_disc_real_2: 0.22579239308834076 (0.22579239308834076) | > loss_disc_real_3: 0.2570026218891144 (0.2570026218891144) | > loss_disc_real_4: 0.27707639336586 (0.27707639336586) | > loss_disc_real_5: 0.3757111132144928 (0.3757111132144928) | > loss_0: 2.3839328289031982 (2.3839328289031982) | > loss_gen: 2.9866995811462402 (2.9866995811462402) | > loss_kl: 2.4833431243896484 (2.4833431243896484) | > loss_feat: 8.139522552490234 (8.139522552490234) | > loss_mel: 20.43657875061035 (20.43657875061035) | > loss_duration: 2.354051113128662 (2.354051113128662) | > loss_1: 36.40019226074219 (36.40019226074219)  --> STEP: 2 | > loss_disc: 2.1552557945251465 (2.2695943117141724) | > loss_disc_real_0: 0.09804248809814453 (0.08917215839028358) | > loss_disc_real_1: 0.23971468210220337 (0.2166571542620659) | > loss_disc_real_2: 0.27499887347221375 (0.25039563328027725) | > loss_disc_real_3: 0.25957876443862915 (0.25829069316387177) | > loss_disc_real_4: 0.21935194730758667 (0.24821417033672333) | > loss_disc_real_5: 0.24698255956172943 (0.3113468363881111) | > loss_0: 2.1552557945251465 (2.2695943117141724) | > loss_gen: 2.874006509780884 (2.930353045463562) | > loss_kl: 2.159719467163086 (2.321531295776367) | > loss_feat: 5.957620143890381 (7.048571348190308) | > loss_mel: 20.01172637939453 (20.22415256500244) | > loss_duration: 2.4456982612609863 (2.399874687194824) | > loss_1: 33.44877243041992 (34.924482345581055)  --> STEP: 3 | > loss_disc: 2.3105087280273438 (2.2832324504852295) | > loss_disc_real_0: 0.0850265622138977 (0.08779029299815495) | > loss_disc_real_1: 0.2892570197582245 (0.2408571094274521) | > loss_disc_real_2: 0.253932386636734 (0.2515745510657628) | > loss_disc_real_3: 0.16115373373031616 (0.2259117066860199) | > loss_disc_real_4: 0.18079951405525208 (0.22574261824289957) | > loss_disc_real_5: 0.25793224573135376 (0.29354197283585864) | > loss_0: 2.3105087280273438 (2.2832324504852295) | > loss_gen: 2.5252532958984375 (2.7953197956085205) | > loss_kl: 1.8484519720077515 (2.163838187853495) | > loss_feat: 8.116464614868164 (7.40453577041626) | > loss_mel: 18.43581199645996 (19.62803904215495) | > loss_duration: 2.1340060234069824 (2.3112517992655435) | > loss_1: 33.05998611450195 (34.30298360188802)  --> STEP: 4 | > loss_disc: 2.197999954223633 (2.2619243264198303) | > loss_disc_real_0: 0.13290607929229736 (0.09906923957169056) | > loss_disc_real_1: 0.26986071467399597 (0.24810801073908806) | > loss_disc_real_2: 0.22123907506465912 (0.2439906820654869) | > loss_disc_real_3: 0.2207392156124115 (0.2246185839176178) | > loss_disc_real_4: 0.18924856185913086 (0.2166191041469574) | > loss_disc_real_5: 0.3099435269832611 (0.2976423613727093) | > loss_0: 2.197999954223633 (2.2619243264198303) | > loss_gen: 3.074409008026123 (2.865092098712921) | > loss_kl: 2.60025954246521 (2.272943526506424) | > loss_feat: 8.184673309326172 (7.599570155143738) | > loss_mel: 19.832439422607422 (19.679139137268066) | > loss_duration: 2.2560369968414307 (2.2974480986595154) | > loss_1: 35.947818756103516 (34.714192390441895)  --> STEP: 5 | > loss_disc: 2.142207145690918 (2.2379808902740477) | > loss_disc_real_0: 0.13590970635414124 (0.1064373329281807) | > loss_disc_real_1: 0.26410579681396484 (0.2513075679540634) | > loss_disc_real_2: 0.2296147495508194 (0.2411154955625534) | > loss_disc_real_3: 0.2303447276353836 (0.22576381266117096) | > loss_disc_real_4: 0.18952257931232452 (0.21119979918003082) | > loss_disc_real_5: 0.23720809817314148 (0.2855555087327957) | > loss_0: 2.142207145690918 (2.2379808902740477) | > loss_gen: 2.892023801803589 (2.8704784393310545) | > loss_kl: 2.5548956394195557 (2.32933394908905) | > loss_feat: 7.3097028732299805 (7.541596698760986) | > loss_mel: 20.253997802734375 (19.79411087036133) | > loss_duration: 2.290970802307129 (2.296152639389038) | > loss_1: 35.30158996582031 (34.83167190551758)  --> STEP: 6 | > loss_disc: 2.2287769317626953 (2.2364468971888223) | > loss_disc_real_0: 0.09390447288751602 (0.10434852292140324) | > loss_disc_real_1: 0.2528534531593323 (0.2515652154882749) | > loss_disc_real_2: 0.298030823469162 (0.2506013835469882) | > loss_disc_real_3: 0.2697223126888275 (0.23309022933244705) | > loss_disc_real_4: 0.2619646191596985 (0.21966060250997543) | > loss_disc_real_5: 0.2599034607410431 (0.28128016740083694) | > loss_0: 2.2287769317626953 (2.2364468971888223) | > loss_gen: 2.981473922729492 (2.8889776865641275) | > loss_kl: 2.6859359741210938 (2.3887676199277244) | > loss_feat: 6.546082496643066 (7.375677665074666) | > loss_mel: 19.351953506469727 (19.720417976379395) | > loss_duration: 2.1111981868743896 (2.265326897303263) | > loss_1: 33.67664337158203 (34.639167149861656)  --> STEP: 7 | > loss_disc: 2.4363796710968018 (2.2650087220328197) | > loss_disc_real_0: 0.16067680716514587 (0.11239542067050934) | > loss_disc_real_1: 0.24593836069107056 (0.2507613790886743) | > loss_disc_real_2: 0.2803475260734558 (0.2548508324793407) | > loss_disc_real_3: 0.2598942220211029 (0.23691937114511216) | > loss_disc_real_4: 0.28319111466407776 (0.22873638996056148) | > loss_disc_real_5: 0.31072211265563965 (0.2854861595800945) | > loss_0: 2.4363796710968018 (2.2650087220328197) | > loss_gen: 2.852445602416992 (2.8837588174002513) | > loss_kl: 3.2432684898376465 (2.5108391727719988) | > loss_feat: 6.408029079437256 (7.23744215284075) | > loss_mel: 19.66358757019043 (19.712299346923828) | > loss_duration: 2.4708266258239746 (2.2946840013776506) | > loss_1: 34.638153076171875 (34.63902228219168)  --> STEP: 8 | > loss_disc: 2.17046856880188 (2.253191202878952) | > loss_disc_real_0: 0.09592845290899277 (0.11033704970031977) | > loss_disc_real_1: 0.25978031754493713 (0.25188874639570713) | > loss_disc_real_2: 0.2324645221233368 (0.2520525436848402) | > loss_disc_real_3: 0.22896522283554077 (0.23592510260641575) | > loss_disc_real_4: 0.17860284447669983 (0.22246969677507877) | > loss_disc_real_5: 0.23469653725624084 (0.27913745678961277) | > loss_0: 2.17046856880188 (2.253191202878952) | > loss_gen: 2.596710205078125 (2.8478777408599854) | > loss_kl: 2.0596563816070557 (2.454441323876381) | > loss_feat: 7.60050106048584 (7.282824516296387) | > loss_mel: 16.618022918701172 (19.325514793395996) | > loss_duration: 2.1657066345214844 (2.27856183052063) | > loss_1: 31.04059600830078 (34.18921899795532)  --> STEP: 9 | > loss_disc: 2.5788445472717285 (2.289374907811483) | > loss_disc_real_0: 0.20075596868991852 (0.12038359625471963) | > loss_disc_real_1: 0.22048214077949524 (0.24839912354946136) | > loss_disc_real_2: 0.24639803171157837 (0.2514242645767) | > loss_disc_real_3: 0.22708247601985931 (0.2349425885412428) | > loss_disc_real_4: 0.2417689859867096 (0.22461406224303776) | > loss_disc_real_5: 0.33707746863365173 (0.2855752358833949) | > loss_0: 2.5788445472717285 (2.289374907811483) | > loss_gen: 2.6073930263519287 (2.821157217025757) | > loss_kl: 2.6157448291778564 (2.4723639355765448) | > loss_feat: 8.144819259643555 (7.378601710001628) | > loss_mel: 20.276323318481445 (19.43116018507216) | > loss_duration: 2.1225404739379883 (2.2612261242336698) | > loss_1: 35.76681900024414 (34.364507887098526)  --> STEP: 10 | > loss_disc: 2.283742904663086 (2.288811707496643) | > loss_disc_real_0: 0.14152219891548157 (0.12249745652079583) | > loss_disc_real_1: 0.2574160099029541 (0.24930081218481065) | > loss_disc_real_2: 0.23829124867916107 (0.25011096298694613) | > loss_disc_real_3: 0.2013871818780899 (0.2315870478749275) | > loss_disc_real_4: 0.2254505455493927 (0.22469771057367324) | > loss_disc_real_5: 0.2685590982437134 (0.28387362211942674) | > loss_0: 2.283742904663086 (2.288811707496643) | > loss_gen: 2.964723587036133 (2.8355138540267943) | > loss_kl: 2.402397632598877 (2.465367305278778) | > loss_feat: 8.431647300720215 (7.483906269073486) | > loss_mel: 19.913816452026367 (19.479425811767577) | > loss_duration: 2.266162395477295 (2.261719751358032) | > loss_1: 35.9787483215332 (34.525931930541994)  --> STEP: 11 | > loss_disc: 2.4684038162231445 (2.305138262835416) | > loss_disc_real_0: 0.20350350439548492 (0.1298616426912221) | > loss_disc_real_1: 0.2667977809906006 (0.25089144571260974) | > loss_disc_real_2: 0.29543450474739075 (0.25423128496516834) | > loss_disc_real_3: 0.2714264392852783 (0.23520881073041397) | > loss_disc_real_4: 0.21002544462680817 (0.22336386821486734) | > loss_disc_real_5: 0.2949133813381195 (0.28487723659385333) | > loss_0: 2.4684038162231445 (2.305138262835416) | > loss_gen: 2.559966564178467 (2.8104641004042192) | > loss_kl: 2.786604404449463 (2.4945706779306587) | > loss_feat: 4.991069316864014 (7.257284727963534) | > loss_mel: 19.211668014526367 (19.45508419383656) | > loss_duration: 2.4137701988220215 (2.275542519309304) | > loss_1: 31.96307945251465 (34.292945341630414)  --> STEP: 12 | > loss_disc: 2.19401478767395 (2.295877973238627) | > loss_disc_real_0: 0.09209927171468735 (0.12671477844317755) | > loss_disc_real_1: 0.23355789482593536 (0.24944698313872019) | > loss_disc_real_2: 0.2855967581272125 (0.2568450743953387) | > loss_disc_real_3: 0.2255239486694336 (0.23440173889199892) | > loss_disc_real_4: 0.19937951862812042 (0.22136517241597176) | > loss_disc_real_5: 0.2362450808286667 (0.28082455694675446) | > loss_0: 2.19401478767395 (2.295877973238627) | > loss_gen: 2.760941743850708 (2.8063372373580933) | > loss_kl: 1.9406980276107788 (2.448414623737335) | > loss_feat: 6.836308479309082 (7.222203373908997) | > loss_mel: 20.967334747314453 (19.58110507329305) | > loss_duration: 2.1794540882110596 (2.2675351500511174) | > loss_1: 34.68473815917969 (34.32559474309286)  --> STEP: 13 | > loss_disc: 2.4700803756713867 (2.309278158041147) | > loss_disc_real_0: 0.05896012485027313 (0.12150288201295413) | > loss_disc_real_1: 0.35024577379226685 (0.2572007362659161) | > loss_disc_real_2: 0.24571748077869415 (0.2559891056555968) | > loss_disc_real_3: 0.2932775914669037 (0.23893065062853006) | > loss_disc_real_4: 0.19133688509464264 (0.2190553041604849) | > loss_disc_real_5: 0.28731852769851685 (0.2813240931584285) | > loss_0: 2.4700803756713867 (2.309278158041147) | > loss_gen: 2.579430341720581 (2.788882860770592) | > loss_kl: 2.545668840408325 (2.455895717327411) | > loss_feat: 6.5843353271484375 (7.173136601081262) | > loss_mel: 16.881040573120117 (19.373407804048977) | > loss_duration: 2.1308655738830566 (2.2570221057304973) | > loss_1: 30.721338272094727 (34.04834424532377)  --> STEP: 14 | > loss_disc: 2.4144060611724854 (2.3167872939791) | > loss_disc_real_0: 0.15360844135284424 (0.12379613625151771) | > loss_disc_real_1: 0.2323954850435257 (0.2554289326071739) | > loss_disc_real_2: 0.2566777467727661 (0.2560382943068232) | > loss_disc_real_3: 0.2660588324069977 (0.2408683778984206) | > loss_disc_real_4: 0.28007733821868896 (0.22341402087892806) | > loss_disc_real_5: 0.3048154413700104 (0.2830020466021129) | > loss_0: 2.4144060611724854 (2.3167872939791) | > loss_gen: 2.9011569023132324 (2.796902435166495) | > loss_kl: 2.8612234592437744 (2.484847698892866) | > loss_feat: 7.664055347442627 (7.208202225821359) | > loss_mel: 20.512113571166992 (19.454743930271693) | > loss_duration: 2.324484348297119 (2.261840837342399) | > loss_1: 36.26303482055664 (34.20653642926897)  --> STEP: 15 | > loss_disc: 2.576045036315918 (2.334071143468221) | > loss_disc_real_0: 0.21227094531059265 (0.12969445685545603) | > loss_disc_real_1: 0.34369510412216187 (0.26131334404150647) | > loss_disc_real_2: 0.3407577872276306 (0.2616862605015437) | > loss_disc_real_3: 0.2598486840724945 (0.24213373164335886) | > loss_disc_real_4: 0.21350784599781036 (0.22275360922018686) | > loss_disc_real_5: 0.28921130299568176 (0.28341599702835085) | > loss_0: 2.576045036315918 (2.334071143468221) | > loss_gen: 2.82255482673645 (2.798612594604492) | > loss_kl: 2.9162211418151855 (2.5136059284210206) | > loss_feat: 6.529468059539795 (7.162953281402588) | > loss_mel: 19.16481590270996 (19.43541539510091) | > loss_duration: 2.28432559967041 (2.2633398214975995) | > loss_1: 33.717384338378906 (34.1739262898763)  --> STEP: 16 | > loss_disc: 2.7040181159973145 (2.3571928292512894) | > loss_disc_real_0: 0.12646377086639404 (0.12949253898113966) | > loss_disc_real_1: 0.22805209457874298 (0.25923451595008373) | > loss_disc_real_2: 0.21106421947479248 (0.25852238293737173) | > loss_disc_real_3: 0.1983521729707718 (0.23939738422632217) | > loss_disc_real_4: 0.18022701144218445 (0.22009569685906172) | > loss_disc_real_5: 0.2007921040058136 (0.27825200371444225) | > loss_0: 2.7040181159973145 (2.3571928292512894) | > loss_gen: 1.975839614868164 (2.7471892833709717) | > loss_kl: 2.2706573009490967 (2.4984216392040253) | > loss_feat: 5.9046950340271 (7.08431214094162) | > loss_mel: 16.464298248291016 (19.249720573425293) | > loss_duration: 2.320512294769287 (2.2669131010770798) | > loss_1: 28.936002731323242 (33.846556067466736)  --> STEP: 17 | > loss_disc: 2.1114072799682617 (2.3427348557640526) | > loss_disc_real_0: 0.07002808153629303 (0.1259946297196781) | > loss_disc_real_1: 0.22613117098808289 (0.25728726036408367) | > loss_disc_real_2: 0.25766631960868835 (0.2584720262709786) | > loss_disc_real_3: 0.23837865889072418 (0.23933745920658112) | > loss_disc_real_4: 0.23659592866897583 (0.22106629873023315) | > loss_disc_real_5: 0.30625221133232117 (0.27989907475078807) | > loss_0: 2.1114072799682617 (2.3427348557640526) | > loss_gen: 3.01231050491333 (2.7627846493440518) | > loss_kl: 1.9506701231002808 (2.466200961786158) | > loss_feat: 5.882045269012451 (7.013590560239904) | > loss_mel: 17.797889709472656 (19.164318757898666) | > loss_duration: 2.3439767360687256 (2.2714462560765885) | > loss_1: 30.986892700195312 (33.6783405752743)  --> STEP: 18 | > loss_disc: 2.466567277908325 (2.3496144347720676) | > loss_disc_real_0: 0.08656209707260132 (0.12380393346150716) | > loss_disc_real_1: 0.1996341496706009 (0.2540843097700013) | > loss_disc_real_2: 0.2970547080039978 (0.2606155085894797) | > loss_disc_real_3: 0.2385389506816864 (0.23929309762186474) | > loss_disc_real_4: 0.23223476111888885 (0.22168676886293623) | > loss_disc_real_5: 0.3035213053226471 (0.28121142089366913) | > loss_0: 2.466567277908325 (2.3496144347720676) | > loss_gen: 2.49583101272583 (2.7479538917541504) | > loss_kl: 2.37265944480896 (2.4610042108429804) | > loss_feat: 9.499903678894043 (7.1517190668318005) | > loss_mel: 21.41925048828125 (19.289592742919922) | > loss_duration: 2.2028775215148926 (2.267636881934272) | > loss_1: 37.99052047729492 (33.91790612538656)  --> STEP: 19 | > 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loss_disc_real_2: 0.21445892751216888 (0.2591505587100983) | > loss_disc_real_3: 0.31737220287323 (0.2413785494863987) | > loss_disc_real_4: 0.27149325609207153 (0.22560407519340514) | > loss_disc_real_5: 0.26138731837272644 (0.2834112346172333) | > loss_0: 2.4303321838378906 (2.3696954965591432) | > loss_gen: 3.022378921508789 (2.7420432925224305) | > loss_kl: 1.9263566732406616 (2.392347329854965) | > loss_feat: 5.472057342529297 (7.08398745059967) | > loss_mel: 17.554912567138672 (19.036564445495607) | > loss_duration: 2.290775775909424 (2.2711405754089355) | > loss_1: 30.266481399536133 (33.52608242034912)  --> STEP: 21 | > loss_disc: 2.4085164070129395 (2.371544111342657) | > loss_disc_real_0: 0.13297036290168762 (0.13289022871426173) | > loss_disc_real_1: 0.28211191296577454 (0.2595202915725254) | > loss_disc_real_2: 0.18455253541469574 (0.2555982718865077) | > loss_disc_real_3: 0.2760656774044037 (0.24303031748249418) | > loss_disc_real_4: 0.3008662462234497 (0.22918798809959776) | > loss_disc_real_5: 0.24702292680740356 (0.2816784580548604) | > loss_0: 2.4085164070129395 (2.371544111342657) | > loss_gen: 2.8031787872314453 (2.744954506556193) | > loss_kl: 2.4039697647094727 (2.3929007791337513) | > loss_feat: 6.662276744842529 (7.063905988420759) | > loss_mel: 17.284236907958984 (18.95312027704148) | > loss_duration: 2.181191921234131 (2.266857306162516) | > loss_1: 31.334854125976562 (33.42173821585519)  --> STEP: 22 | > loss_disc: 1.799541711807251 (2.3455440022728657) | > loss_disc_real_0: 0.1091780737042427 (0.13181240348653359) | > loss_disc_real_1: 0.21634766459465027 (0.25755789943716745) | > loss_disc_real_2: 0.14114230871200562 (0.2503957281058485) | > loss_disc_real_3: 0.14951373636722565 (0.23877956379543652) | > loss_disc_real_4: 0.1239018440246582 (0.22440225427800958) | > loss_disc_real_5: 0.16234681010246277 (0.27625429223884235) | > loss_0: 1.799541711807251 (2.3455440022728657) | > loss_gen: 2.8420963287353516 (2.749370043927973) | > loss_kl: 1.9550148248672485 (2.3729968721216377) | > loss_feat: 9.323905944824219 (7.166633259166371) | > loss_mel: 24.96950912475586 (19.226592497392133) | > loss_duration: 2.143160343170166 (2.2612347169355913) | > loss_1: 41.23368453979492 (33.77682668512518)  --> STEP: 23 | > loss_disc: 2.435136556625366 (2.349439330722974) | > loss_disc_real_0: 0.18159081041812897 (0.13397668204877686) | > loss_disc_real_1: 0.3565940260887146 (0.2618638179872347) | > loss_disc_real_2: 0.23577791452407837 (0.24976017099359762) | > loss_disc_real_3: 0.2518998682498932 (0.2393500118151955) | > loss_disc_real_4: 0.17788462340831757 (0.22237974858802298) | > loss_disc_real_5: 0.2705618739128113 (0.27600679578988446) | > loss_0: 2.435136556625366 (2.349439330722974) | > loss_gen: 2.5482723712921143 (2.7406266668568486) | > loss_kl: 2.257488489151001 (2.3679747685142187) | > loss_feat: 5.16115665435791 (7.079438624174698) | > loss_mel: 17.46535301208496 (19.15001686759617) | > loss_duration: 2.2532567977905273 (2.2608878508858057) | > loss_1: 29.685527801513672 (33.598944124968156)  --> STEP: 24 | > loss_disc: 2.2265658378601074 (2.344319601853688) | > loss_disc_real_0: 0.12079887092113495 (0.13342760658512512) | > loss_disc_real_1: 0.181406632065773 (0.2585114352405071) | > loss_disc_real_2: 0.21528762578964233 (0.2483238149434328) | > loss_disc_real_3: 0.20685969293117523 (0.23799624852836132) | > loss_disc_real_4: 0.20216836035251617 (0.22153760741154352) | > loss_disc_real_5: 0.2665349841117859 (0.2756121369699637) | > loss_0: 2.2265658378601074 (2.344319601853688) | > loss_gen: 2.6263675689697266 (2.7358658711115518) | > loss_kl: 2.1927764415740967 (2.360674838225047) | > loss_feat: 8.39051342010498 (7.134066740671794) | > loss_mel: 18.236949920654297 (19.111972411473594) | > loss_duration: 2.4367876052856445 (2.2682170073191323) | > loss_1: 33.88339614868164 (33.61079629262289)  --> STEP: 25 | > loss_disc: 2.5324411392211914 (2.351844463348388) | > loss_disc_real_0: 0.1873253881931305 (0.13558351784944533) | > loss_disc_real_1: 0.31403958797454834 (0.2607325613498688) | > loss_disc_real_2: 0.3250013589859009 (0.25139091670513153) | > loss_disc_real_3: 0.2355247437953949 (0.23789738833904267) | > loss_disc_real_4: 0.20437709987163544 (0.2208511871099472) | > loss_disc_real_5: 0.2755359709262848 (0.2756090903282165) | > loss_0: 2.5324411392211914 (2.351844463348388) | > loss_gen: 2.5553035736083984 (2.7286433792114257) | > loss_kl: 2.5356204509735107 (2.3676726627349858) | > loss_feat: 5.049928665161133 (7.050701217651367) | > loss_mel: 17.338560104370117 (19.041035919189454) | > loss_duration: 2.305570602416992 (2.269711151123047) | > loss_1: 29.784984588623047 (33.45776382446289)  --> STEP: 26 | > loss_disc: 1.921802282333374 (2.335304379463195) | > loss_disc_real_0: 0.15787921845912933 (0.13644104479597166) | > loss_disc_real_1: 0.1753171682357788 (0.25744735392240375) | > loss_disc_real_2: 0.15471267700195312 (0.2476725228703939) | > loss_disc_real_3: 0.10416460037231445 (0.2327538195710916) | > loss_disc_real_4: 0.13721469044685364 (0.2176343987767513) | > loss_disc_real_5: 0.12249629199504852 (0.2697201365461716) | > loss_0: 1.921802282333374 (2.335304379463195) | > loss_gen: 3.051801919937134 (2.741072553854722) | > loss_kl: 1.865715742111206 (2.348366627326379) | > loss_feat: 16.979225158691406 (7.432567523075984) | > loss_mel: 22.4598445892334 (19.17252856034499) | > loss_duration: 2.271853446960449 (2.269793547116793) | > loss_1: 46.62844467163086 (33.964328472430886) --> EVAL PERFORMANCE | > avg_loader_time: 0.002298089174123911 (-0.00013341353489802407) | > avg_loss_disc: 2.335304379463195 (+0.022991097890411982) | > avg_loss_disc_real_0: 0.13644104479597166 (+0.04442726419522214) | > avg_loss_disc_real_1: 0.25744735392240375 (+0.0728228063537524) | > avg_loss_disc_real_2: 0.2476725228703939 (+0.05058383110624093) | > avg_loss_disc_real_3: 0.2327538195710916 (-0.03974210757475627) | > avg_loss_disc_real_4: 0.2176343987767513 (-0.048117096034380163) | > avg_loss_disc_real_5: 0.2697201365461716 (+0.03948159974354962) | > avg_loss_0: 2.335304379463195 (+0.022991097890411982) | > avg_loss_gen: 2.741072553854722 (+0.2998252511024466) | > avg_loss_kl: 2.348366627326379 (+0.016160511053525894) | > avg_loss_feat: 7.432567523075984 (+0.0882621545058031) | > avg_loss_mel: 19.17252856034499 (+0.41001257529626045) | > avg_loss_duration: 2.269793547116793 (-0.014350139177761623) | > avg_loss_1: 33.964328472430886 (+0.7999097383939358)  > EPOCH: 223/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:44:08)   --> TIME: 2024-06-11 00:44:12 -- STEP: 9/330 -- GLOBAL_STEP: 161600 | > loss_disc: 2.214310884475708 (2.30179942978753) | > loss_disc_real_0: 0.09406973421573639 (0.09837351325485441) | > loss_disc_real_1: 0.17167343199253082 (0.19786229895220864) | > loss_disc_real_2: 0.20775997638702393 (0.2211154748996099) | > loss_disc_real_3: 0.22403471171855927 (0.22051800787448883) | > loss_disc_real_4: 0.2135000079870224 (0.2127385437488556) | > loss_disc_real_5: 0.21831974387168884 (0.21716194020377266) | > loss_0: 2.214310884475708 (2.30179942978753) | > grad_norm_0: tensor(8.8200, device='cuda:0') (tensor(7.7041, device='cuda:0')) | > loss_gen: 2.612825870513916 (2.4477639463212757) | > loss_kl: 1.5170925855636597 (1.7430306937959459) | > loss_feat: 7.311598300933838 (6.693530294630262) | > loss_mel: 19.48148536682129 (19.1674616071913) | > loss_duration: 2.1464571952819824 (2.230784045325385) | > loss_1: 33.0694580078125 (32.28257030910916) | > grad_norm_1: tensor(74.7699, device='cuda:0') (tensor(85.5618, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3358 (0.3496131896972656) | > loader_time: 0.003 (0.0032515525817871094)  --> TIME: 2024-06-11 00:44:21 -- STEP: 34/330 -- GLOBAL_STEP: 161625 | > loss_disc: 2.2704570293426514 (2.2901146482018864) | > loss_disc_real_0: 0.10944753140211105 (0.11183082158951198) | > loss_disc_real_1: 0.23931245505809784 (0.19995327162392) | > loss_disc_real_2: 0.18920476734638214 (0.21114618418847814) | > loss_disc_real_3: 0.25911492109298706 (0.21900747979388518) | > loss_disc_real_4: 0.2076222449541092 (0.21984541766783772) | > loss_disc_real_5: 0.21248289942741394 (0.21493781445657506) | > loss_0: 2.2704570293426514 (2.2901146482018864) | > grad_norm_0: tensor(15.6470, device='cuda:0') (tensor(10.1174, device='cuda:0')) | > loss_gen: 2.6143312454223633 (2.5218907173942116) | > loss_kl: 1.8739985227584839 (1.7760368620648104) | > loss_feat: 7.603457450866699 (7.092438487445607) | > loss_mel: 19.399566650390625 (19.13734867993523) | > loss_duration: 2.112894296646118 (2.109025520436904) | > loss_1: 33.604248046875 (32.6367400674259) | > grad_norm_1: tensor(324.3108, device='cuda:0') (tensor(130.5517, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3477 (0.34967824992011576) | > loader_time: 0.003 (0.0032176971435546875)  --> TIME: 2024-06-11 00:44:30 -- STEP: 59/330 -- GLOBAL_STEP: 161650 | > loss_disc: 2.395923614501953 (2.297170707734965) | > loss_disc_real_0: 0.11296381056308746 (0.11243607470039595) | > loss_disc_real_1: 0.20562507212162018 (0.19942644743596094) | > loss_disc_real_2: 0.16436266899108887 (0.21169443504285004) | > loss_disc_real_3: 0.22390663623809814 (0.2218640507277796) | > loss_disc_real_4: 0.22084425389766693 (0.22105919759152298) | > loss_disc_real_5: 0.22129075229167938 (0.2153308363789219) | > loss_0: 2.395923614501953 (2.297170707734965) | > grad_norm_0: tensor(5.8293, device='cuda:0') (tensor(10.4216, device='cuda:0')) | > loss_gen: 2.415271043777466 (2.5262709148859575) | > loss_kl: 1.9981340169906616 (1.7723626827789565) | > loss_feat: 7.387007713317871 (7.1910015445644575) | > loss_mel: 18.840923309326172 (19.093762737209513) | > loss_duration: 2.0116114616394043 (2.079045722040079) | > loss_1: 32.65294647216797 (32.662443322650454) | > grad_norm_1: tensor(78.5166, device='cuda:0') (tensor(134.4440, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.358 (0.35139394614656094) | > loader_time: 0.004 (0.003318277455992618)  --> TIME: 2024-06-11 00:44:39 -- STEP: 84/330 -- GLOBAL_STEP: 161675 | > loss_disc: 2.2086734771728516 (2.2942467956315906) | > loss_disc_real_0: 0.09176621586084366 (0.11221333797134105) | > loss_disc_real_1: 0.18416443467140198 (0.19802199924985567) | > loss_disc_real_2: 0.22142134606838226 (0.2122874322036902) | > loss_disc_real_3: 0.20827072858810425 (0.2233849898690269) | > loss_disc_real_4: 0.20241014659404755 (0.220403600306738) | > loss_disc_real_5: 0.15981808304786682 (0.21389155160813106) | > loss_0: 2.2086734771728516 (2.2942467956315906) | > grad_norm_0: tensor(7.0309, device='cuda:0') (tensor(9.9158, device='cuda:0')) | > loss_gen: 2.5735702514648438 (2.5330431489717395) | > loss_kl: 1.8191251754760742 (1.7747512516521273) | > loss_feat: 8.00028133392334 (7.27151388213748) | > loss_mel: 18.360395431518555 (19.051302614666177) | > loss_duration: 2.1209826469421387 (2.065896125066847) | > loss_1: 32.87435531616211 (32.696506886255165) | > grad_norm_1: tensor(149.0232, device='cuda:0') (tensor(127.1995, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3453 (0.35348996945789884) | > loader_time: 0.0037 (0.0034227342832656134)  --> TIME: 2024-06-11 00:44:48 -- STEP: 109/330 -- GLOBAL_STEP: 161700 | > loss_disc: 2.34224271774292 (2.290730754169851) | > loss_disc_real_0: 0.15384459495544434 (0.11274286236511458) | > loss_disc_real_1: 0.21254858374595642 (0.19770120330359958) | > loss_disc_real_2: 0.2088073343038559 (0.21337094260465114) | > loss_disc_real_3: 0.2411615401506424 (0.22298216696726073) | > loss_disc_real_4: 0.23195579648017883 (0.21951315066683183) | > loss_disc_real_5: 0.24989598989486694 (0.21369050976333268) | > loss_0: 2.34224271774292 (2.290730754169851) | > grad_norm_0: tensor(8.3633, device='cuda:0') (tensor(11.3096, device='cuda:0')) | > loss_gen: 2.537383794784546 (2.542722373927406) | > loss_kl: 2.0168726444244385 (1.7795241546193394) | > loss_feat: 7.304267883300781 (7.3055675970305) | > loss_mel: 19.365798950195312 (19.027340425263848) | > loss_duration: 1.9971743822097778 (2.062927288746614) | > loss_1: 33.22149658203125 (32.71808171053544) | > grad_norm_1: tensor(364.5526, device='cuda:0') (tensor(156.8277, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3695 (0.3563217963647405) | > loader_time: 0.0037 (0.003536086563670307)  --> TIME: 2024-06-11 00:44:58 -- STEP: 134/330 -- GLOBAL_STEP: 161725 | > loss_disc: 2.314157724380493 (2.2912968752989142) | > loss_disc_real_0: 0.08363187313079834 (0.11318599293703463) | > loss_disc_real_1: 0.21826310455799103 (0.19762606062551044) | > loss_disc_real_2: 0.24712784588336945 (0.21364411800654967) | > loss_disc_real_3: 0.1923695206642151 (0.2224285826086998) | > loss_disc_real_4: 0.1988154500722885 (0.21967528282261606) | > loss_disc_real_5: 0.21068745851516724 (0.21329879015684128) | > loss_0: 2.314157724380493 (2.2912968752989142) | > grad_norm_0: tensor(16.7183, device='cuda:0') (tensor(12.0748, device='cuda:0')) | > loss_gen: 2.5551412105560303 (2.5410346166411446) | > loss_kl: 2.0106635093688965 (1.7854514611301138) | > loss_feat: 8.074502944946289 (7.311388029981015) | > loss_mel: 19.414997100830078 (19.038790403906972) | > loss_duration: 2.0527451038360596 (2.063169812088582) | > loss_1: 34.10805130004883 (32.7398344011449) | > grad_norm_1: tensor(178.2667, device='cuda:0') (tensor(163.1747, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3655 (0.3578446498557703) | > loader_time: 0.0042 (0.0036182599281197165)  --> TIME: 2024-06-11 00:45:07 -- STEP: 159/330 -- GLOBAL_STEP: 161750 | > loss_disc: 2.300854206085205 (2.2950286850239503) | > loss_disc_real_0: 0.11923430860042572 (0.11311854703246423) | > loss_disc_real_1: 0.19189655780792236 (0.19804828187579634) | > loss_disc_real_2: 0.18499116599559784 (0.21405443708476776) | > loss_disc_real_3: 0.1845352202653885 (0.22323952690235474) | > loss_disc_real_4: 0.21116682887077332 (0.21957498657628424) | > loss_disc_real_5: 0.23153997957706451 (0.21321789011265496) | > loss_0: 2.300854206085205 (2.2950286850239503) | > grad_norm_0: tensor(33.8479, device='cuda:0') (tensor(14.1228, device='cuda:0')) | > loss_gen: 2.639847755432129 (2.5475557195315566) | > loss_kl: 1.854448914527893 (1.782615266506027) | > loss_feat: 7.555873394012451 (7.33780148944015) | > loss_mel: 19.101289749145508 (19.044159355403487) | > loss_duration: 2.0486841201782227 (2.0632754286880015) | > loss_1: 33.20014190673828 (32.77540725132203) | > grad_norm_1: tensor(113.6521, device='cuda:0') (tensor(180.5842, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3838 (0.3599371040392223) | > loader_time: 0.0048 (0.0037136917594093946)  --> TIME: 2024-06-11 00:45:17 -- STEP: 184/330 -- GLOBAL_STEP: 161775 | > loss_disc: 2.2838451862335205 (2.300595546546191) | > loss_disc_real_0: 0.09759195148944855 (0.11404066844640867) | > loss_disc_real_1: 0.20658516883850098 (0.1983690668383371) | > loss_disc_real_2: 0.24083609879016876 (0.2145994907326024) | > loss_disc_real_3: 0.20968326926231384 (0.22359441730963148) | > loss_disc_real_4: 0.19639474153518677 (0.21930984269989573) | > loss_disc_real_5: 0.20167917013168335 (0.2137770260805669) | > loss_0: 2.2838451862335205 (2.300595546546191) | > grad_norm_0: tensor(39.9681, device='cuda:0') (tensor(16.9655, device='cuda:0')) | > loss_gen: 2.7343976497650146 (2.5505860201690504) | > loss_kl: 1.689781665802002 (1.7804650871650032) | > loss_feat: 7.910436630249023 (7.347418269385463) | > loss_mel: 18.624006271362305 (19.049581631370206) | > loss_duration: 2.103727340698242 (2.068100040373595) | > loss_1: 33.062347412109375 (32.7961510575336) | > grad_norm_1: tensor(284.9474, device='cuda:0') (tensor(200.8314, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.4037 (0.36360059484191576) | > loader_time: 0.0051 (0.0038371371186297874)  --> TIME: 2024-06-11 00:45:27 -- STEP: 209/330 -- GLOBAL_STEP: 161800 | > loss_disc: 2.3057215213775635 (2.300553886513961) | > loss_disc_real_0: 0.0782235860824585 (0.11354188601437368) | > loss_disc_real_1: 0.17758400738239288 (0.1986932250443829) | > loss_disc_real_2: 0.2278546243906021 (0.21451147806131096) | > loss_disc_real_3: 0.23567114770412445 (0.2236016140314951) | > loss_disc_real_4: 0.19361406564712524 (0.2196596033835525) | > loss_disc_real_5: 0.19527015089988708 (0.2141142789114035) | > loss_0: 2.3057215213775635 (2.300553886513961) | > grad_norm_0: tensor(19.4185, device='cuda:0') (tensor(19.1121, device='cuda:0')) | > loss_gen: 2.751099109649658 (2.559955097271495) | > loss_kl: 1.6161980628967285 (1.780551211115276) | > loss_feat: 7.822890758514404 (7.375212432094738) | > loss_mel: 19.013656616210938 (19.0125092684367) | > loss_duration: 2.1243209838867188 (2.0737037031274075) | > loss_1: 33.328163146972656 (32.80193171889019) | > grad_norm_1: tensor(361.8638, device='cuda:0') (tensor(218.9504, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.3994 (0.3688039346174762) | > loader_time: 0.0048 (0.003994353079909912)  --> TIME: 2024-06-11 00:45:38 -- STEP: 234/330 -- GLOBAL_STEP: 161825 | > loss_disc: 2.3850491046905518 (2.299893499439597) | > loss_disc_real_0: 0.14781436324119568 (0.11452138777344655) | > loss_disc_real_1: 0.21575622260570526 (0.19925466657449042) | > loss_disc_real_2: 0.23217938840389252 (0.21441750648694158) | > loss_disc_real_3: 0.23549431562423706 (0.22369951353623316) | > loss_disc_real_4: 0.2598557770252228 (0.21902979910373688) | > loss_disc_real_5: 0.2300284504890442 (0.21297004787076232) | > loss_0: 2.3850491046905518 (2.299893499439597) | > grad_norm_0: tensor(21.3661, device='cuda:0') (tensor(20.9182, device='cuda:0')) | > loss_gen: 2.6540367603302 (2.5627177607299934) | > loss_kl: 1.7670974731445312 (1.7740694783691666) | > loss_feat: 7.142199516296387 (7.38368356329763) | > loss_mel: 17.990314483642578 (18.975767094864796) | > loss_duration: 2.1491222381591797 (2.080981457335313) | > loss_1: 31.70277214050293 (32.77721938108788) | > grad_norm_1: tensor(307.4579, device='cuda:0') (tensor(231.8947, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.4211 (0.37376688993894147) | > loader_time: 0.0054 (0.004147303410065477)  --> TIME: 2024-06-11 00:45:49 -- STEP: 259/330 -- GLOBAL_STEP: 161850 | > loss_disc: 2.3074963092803955 (2.2992791660043714) | > loss_disc_real_0: 0.11459347605705261 (0.11473236868740509) | > loss_disc_real_1: 0.1731693148612976 (0.19943808139981456) | > loss_disc_real_2: 0.1991952657699585 (0.21446593450993642) | > loss_disc_real_3: 0.233626589179039 (0.2236126355798088) | > loss_disc_real_4: 0.220689594745636 (0.21881153736565565) | > loss_disc_real_5: 0.255898118019104 (0.2125648707151413) | > loss_0: 2.3074963092803955 (2.2992791660043714) | > grad_norm_0: tensor(12.2397, device='cuda:0') (tensor(21.2801, device='cuda:0')) | > loss_gen: 2.6388328075408936 (2.5615663896656407) | > loss_kl: 1.7368390560150146 (1.7717873580667503) | > loss_feat: 7.291252136230469 (7.401751332301431) | > loss_mel: 18.931425094604492 (18.941918244232994) | > loss_duration: 2.179187774658203 (2.0872752160179076) | > loss_1: 32.77753448486328 (32.76429853844369) | > grad_norm_1: tensor(262.3621, device='cuda:0') (tensor(241.6667, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.4083 (0.3787228471984275) | > loader_time: 0.0056 (0.00430904300056369)  --> TIME: 2024-06-11 00:46:00 -- STEP: 284/330 -- GLOBAL_STEP: 161875 | > loss_disc: 2.3250136375427246 (2.298635091580135) | > loss_disc_real_0: 0.10705775022506714 (0.11550267851373679) | > loss_disc_real_1: 0.2548710107803345 (0.19958291538584408) | > loss_disc_real_2: 0.17265254259109497 (0.214422633268044) | > loss_disc_real_3: 0.2287437468767166 (0.22402313996998358) | > loss_disc_real_4: 0.2345966398715973 (0.21904579639224936) | > loss_disc_real_5: 0.22747725248336792 (0.21184642119726665) | > loss_0: 2.3250136375427246 (2.298635091580135) | > grad_norm_0: tensor(27.0041, device='cuda:0') (tensor(21.0574, device='cuda:0')) | > loss_gen: 2.5495169162750244 (2.560536270410242) | > loss_kl: 1.7502720355987549 (1.7739761379403127) | > loss_feat: 7.310108661651611 (7.422687911651503) | > loss_mel: 18.767473220825195 (18.899480665233774) | > loss_duration: 2.1817498207092285 (2.0955896024972582) | > loss_1: 32.559120178222656 (32.752270544078996) | > grad_norm_1: tensor(363.4513, device='cuda:0') (tensor(241.1696, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.4492 (0.38404564958223153) | > loader_time: 0.0062 (0.0044719853871305225)  --> TIME: 2024-06-11 00:46:12 -- STEP: 309/330 -- GLOBAL_STEP: 161900 | > loss_disc: 2.348241090774536 (2.3018336334660585) | > loss_disc_real_0: 0.1394193172454834 (0.1166246043680941) | > loss_disc_real_1: 0.17765946686267853 (0.1995420394688363) | > loss_disc_real_2: 0.2003094106912613 (0.21462981788664573) | > loss_disc_real_3: 0.19832774996757507 (0.22419302194442564) | > loss_disc_real_4: 0.19096654653549194 (0.2189250154402649) | > loss_disc_real_5: 0.18733030557632446 (0.21185413031902123) | > loss_0: 2.348241090774536 (2.3018336334660585) | > grad_norm_0: tensor(40.4197, device='cuda:0') (tensor(21.2907, device='cuda:0')) | > loss_gen: 2.3640151023864746 (2.556619711292601) | > loss_kl: 1.8278582096099854 (1.7770591376283023) | > loss_feat: 7.486471652984619 (7.4519245323625585) | > loss_mel: 17.60747718811035 (18.863753426807985) | > loss_duration: 2.257518768310547 (2.106209594454962) | > loss_1: 31.5433406829834 (32.75556634699257) | > grad_norm_1: tensor(397.0586, device='cuda:0') (tensor(242.8942, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.4908 (0.3910060785349133) | > loader_time: 0.008 (0.004677547991854473)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5193986892700195 (2.5193986892700195) | > loss_disc_real_0: 0.0734962671995163 (0.0734962671995163) | > loss_disc_real_1: 0.22365997731685638 (0.22365997731685638) | > loss_disc_real_2: 0.29542276263237 (0.29542276263237) | > loss_disc_real_3: 0.2562355399131775 (0.2562355399131775) | > loss_disc_real_4: 0.22596107423305511 (0.22596107423305511) | > loss_disc_real_5: 0.24517183005809784 (0.24517183005809784) | > loss_0: 2.5193986892700195 (2.5193986892700195) | > loss_gen: 2.2480218410491943 (2.2480218410491943) | > loss_kl: 2.0591773986816406 (2.0591773986816406) | > loss_feat: 4.739721775054932 (4.739721775054932) | > loss_mel: 17.086868286132812 (17.086868286132812) | > loss_duration: 2.8244094848632812 (2.8244094848632812) | > loss_1: 28.95819854736328 (28.95819854736328)  --> STEP: 1 | > loss_disc: 2.178248405456543 (2.178248405456543) | > loss_disc_real_0: 0.043622519820928574 (0.043622519820928574) | > loss_disc_real_1: 0.14367179572582245 (0.14367179572582245) | > loss_disc_real_2: 0.14152033627033234 (0.14152033627033234) | > loss_disc_real_3: 0.25778892636299133 (0.25778892636299133) | > loss_disc_real_4: 0.20196861028671265 (0.20196861028671265) | > loss_disc_real_5: 0.2997257709503174 (0.2997257709503174) | > loss_0: 2.178248405456543 (2.178248405456543) | > loss_gen: 2.459496259689331 (2.459496259689331) | > loss_kl: 1.7891443967819214 (1.7891443967819214) | > loss_feat: 7.188200950622559 (7.188200950622559) | > loss_mel: 20.504209518432617 (20.504209518432617) | > loss_duration: 2.3553271293640137 (2.3553271293640137) | > loss_1: 34.29637908935547 (34.29637908935547)  --> STEP: 2 | > loss_disc: 2.170717716217041 (2.174483060836792) | > loss_disc_real_0: 0.03502306342124939 (0.03932279162108898) | > loss_disc_real_1: 0.13099002838134766 (0.13733091205358505) | > loss_disc_real_2: 0.22356097400188446 (0.1825406551361084) | > loss_disc_real_3: 0.2056494951248169 (0.2317192107439041) | > loss_disc_real_4: 0.18491871654987335 (0.193443663418293) | > loss_disc_real_5: 0.204621821641922 (0.2521737962961197) | > loss_0: 2.170717716217041 (2.174483060836792) | > loss_gen: 2.2195568084716797 (2.3395265340805054) | > loss_kl: 1.8693819046020508 (1.829263150691986) | > loss_feat: 6.848781585693359 (7.018491268157959) | > loss_mel: 19.958518981933594 (20.231364250183105) | > loss_duration: 2.4154624938964844 (2.385394811630249) | > loss_1: 33.31169891357422 (33.804039001464844)  --> STEP: 3 | > loss_disc: 2.080348253250122 (2.1431047916412354) | > loss_disc_real_0: 0.07694943249225616 (0.05186500524481138) | > loss_disc_real_1: 0.19702811539173126 (0.15722997983296713) | > loss_disc_real_2: 0.17474739253520966 (0.1799429009358088) | > loss_disc_real_3: 0.2419789880514145 (0.23513913651307425) | > loss_disc_real_4: 0.23648467659950256 (0.2077906678120295) | > loss_disc_real_5: 0.2320898175239563 (0.24547913670539856) | > loss_0: 2.080348253250122 (2.1431047916412354) | > loss_gen: 2.7424914836883545 (2.4738481839497886) | > loss_kl: 1.3996968269348145 (1.6860743761062622) | > loss_feat: 6.895418167114258 (6.977466901143392) | > loss_mel: 21.66282081604004 (20.708516438802082) | > loss_duration: 2.2443857192993164 (2.3383917808532715) | > loss_1: 34.9448127746582 (34.18429692586263)  --> STEP: 4 | > loss_disc: 2.444800615310669 (2.2185287475585938) | > loss_disc_real_0: 0.13251268863677979 (0.07202692609280348) | > loss_disc_real_1: 0.1880505532026291 (0.16493512317538261) | > loss_disc_real_2: 0.2007979154586792 (0.1851566545665264) | > loss_disc_real_3: 0.30318549275398254 (0.2521507255733013) | > loss_disc_real_4: 0.21138760447502136 (0.20868990197777748) | > loss_disc_real_5: 0.18735697865486145 (0.23094859719276428) | > loss_0: 2.444800615310669 (2.2185287475585938) | > loss_gen: 2.146749496459961 (2.3920735120773315) | > loss_kl: 2.765789270401001 (1.956003099679947) | > loss_feat: 7.338379383087158 (7.0676950216293335) | > loss_mel: 16.931228637695312 (19.76419448852539) | > loss_duration: 2.275008201599121 (2.322545886039734) | > loss_1: 31.4571533203125 (33.5025110244751)  --> STEP: 5 | > loss_disc: 1.9969104528427124 (2.1742050886154174) | > loss_disc_real_0: 0.16440650820732117 (0.09050284251570702) | > loss_disc_real_1: 0.1676231324672699 (0.16547272503376007) | > loss_disc_real_2: 0.15382063388824463 (0.17888945043087007) | > loss_disc_real_3: 0.19447225332260132 (0.24061503112316132) | > loss_disc_real_4: 0.15589579939842224 (0.19813108146190644) | > loss_disc_real_5: 0.24048949778079987 (0.2328567773103714) | > loss_0: 1.9969104528427124 (2.1742050886154174) | > loss_gen: 2.6950902938842773 (2.452676868438721) | > loss_kl: 1.4421184062957764 (1.8532261610031129) | > loss_feat: 7.841275691986084 (7.222411155700684) | > loss_mel: 20.555435180664062 (19.922442626953124) | > loss_duration: 2.366793155670166 (2.3313953399658205) | > loss_1: 34.90071487426758 (33.782151794433595)  --> STEP: 6 | > loss_disc: 2.461791515350342 (2.222136159737905) | > loss_disc_real_0: 0.11641031503677368 (0.09482075460255146) | > loss_disc_real_1: 0.22708186507225037 (0.1757409150401751) | > loss_disc_real_2: 0.330160528421402 (0.20410129676262537) | > loss_disc_real_3: 0.33118194341659546 (0.25570951650540036) | > loss_disc_real_4: 0.253278911113739 (0.20732238640387854) | > loss_disc_real_5: 0.2461351901292801 (0.23506984611352286) | > loss_0: 2.461791515350342 (2.222136159737905) | > loss_gen: 2.4686150550842285 (2.4553332328796387) | > loss_kl: 2.02225923538208 (1.881398340066274) | > loss_feat: 5.708133220672607 (6.970031499862671) | > loss_mel: 19.66440773010254 (19.87943681081136) | > loss_duration: 2.1581780910491943 (2.302525798479716) | > loss_1: 32.02159118652344 (33.48872502644857)  --> STEP: 7 | > loss_disc: 2.229414463043213 (2.223175917352949) | > loss_disc_real_0: 0.10491491109132767 (0.09626277695809092) | > loss_disc_real_1: 0.2793251872062683 (0.19053866820675985) | > loss_disc_real_2: 0.22209542989730835 (0.20667188721043722) | > loss_disc_real_3: 0.3115440011024475 (0.2636858714478357) | > loss_disc_real_4: 0.2227671891450882 (0.2095287867954799) | > loss_disc_real_5: 0.30109119415283203 (0.2445014672619956) | > loss_0: 2.229414463043213 (2.223175917352949) | > loss_gen: 3.0559232234954834 (2.5411318029676164) | > loss_kl: 2.9524216651916504 (2.034401672227042) | > loss_feat: 7.84554386138916 (7.095104694366455) | > loss_mel: 21.19674301147461 (20.067623410906112) | > loss_duration: 2.4223124980926514 (2.319638184138707) | > loss_1: 37.47294616699219 (34.057899475097656)  --> STEP: 8 | > loss_disc: 1.8182440996170044 (2.172559440135956) | > loss_disc_real_0: 0.06695766746997833 (0.09259963827207685) | > loss_disc_real_1: 0.10278354585170746 (0.1795692779123783) | > loss_disc_real_2: 0.1443158984184265 (0.1988773886114359) | > loss_disc_real_3: 0.18919987976551056 (0.254375122487545) | > loss_disc_real_4: 0.10787343233823776 (0.19682186748832464) | > loss_disc_real_5: 0.12868644297122955 (0.23002458922564983) | > loss_0: 1.8182440996170044 (2.172559440135956) | > loss_gen: 2.448944091796875 (2.529608339071274) | > loss_kl: 2.5104618072509766 (2.093909189105034) | > loss_feat: 10.755481719970703 (7.552651822566986) | > loss_mel: 21.484132766723633 (20.2446870803833) | > loss_duration: 2.168013572692871 (2.3006851077079773) | > loss_1: 39.367034912109375 (34.72154140472412)  --> STEP: 9 | > loss_disc: 2.1929028034210205 (2.1748198138342962) | > loss_disc_real_0: 0.10310149192810059 (0.09376651090052393) | > loss_disc_real_1: 0.23982970416545868 (0.18626488082938725) | > loss_disc_real_2: 0.17824113368988037 (0.19658447139792973) | > loss_disc_real_3: 0.25122565031051636 (0.2540251811345418) | > loss_disc_real_4: 0.18904195725917816 (0.19595743301841947) | > loss_disc_real_5: 0.17579975724220276 (0.2239996078941557) | > loss_0: 2.1929028034210205 (2.1748198138342962) | > loss_gen: 2.5909650325775146 (2.536425749460856) | > loss_kl: 1.9894063472747803 (2.082297762235006) | > loss_feat: 10.606536865234375 (7.891972382863362) | > loss_mel: 20.310474395751953 (20.251996782090927) | > loss_duration: 2.1185293197631836 (2.2804455757141113) | > loss_1: 37.61591339111328 (35.04313829210069)  --> STEP: 10 | > loss_disc: 2.1575887203216553 (2.173096704483032) | > loss_disc_real_0: 0.09649404883384705 (0.09403926469385623) | > loss_disc_real_1: 0.24712598323822021 (0.19235099107027054) | > loss_disc_real_2: 0.18958106637001038 (0.1958841308951378) | > loss_disc_real_3: 0.2154872864484787 (0.2501713916659355) | > loss_disc_real_4: 0.21364837884902954 (0.1977265276014805) | > loss_disc_real_5: 0.2526583969593048 (0.22686548680067062) | > loss_0: 2.1575887203216553 (2.173096704483032) | > loss_gen: 2.593174695968628 (2.5421006441116334) | > loss_kl: 2.0089237689971924 (2.0749603629112245) | > loss_feat: 7.219483375549316 (7.824723482131958) | > loss_mel: 18.754987716674805 (20.102295875549316) | > loss_duration: 2.3148603439331055 (2.2838870525360107) | > loss_1: 32.89142990112305 (34.82796745300293)  --> STEP: 11 | > loss_disc: 2.5183334350585938 (2.2044818618080835) | > loss_disc_real_0: 0.10428290069103241 (0.09497050432996317) | > loss_disc_real_1: 0.21433208882808685 (0.19434927268461746) | > loss_disc_real_2: 0.24097368121147156 (0.19998318092389542) | > loss_disc_real_3: 0.2834303379058838 (0.25319493223320355) | > loss_disc_real_4: 0.23301102221012115 (0.20093420892953873) | > loss_disc_real_5: 0.26937609910964966 (0.23073008791966873) | > loss_0: 2.5183334350585938 (2.2044818618080835) | > loss_gen: 2.13435697555542 (2.5050330378792505) | > loss_kl: 2.6570301055908203 (2.127875794063915) | > loss_feat: 4.881936550140381 (7.557197397405451) | > loss_mel: 17.30829429626465 (19.848295731977984) | > loss_duration: 2.3694989681243896 (2.291669953953136) | > loss_1: 29.351118087768555 (34.33007205616344)  --> STEP: 12 | > loss_disc: 2.3812570571899414 (2.2192131280899052) | > loss_disc_real_0: 0.06819076836109161 (0.09273885966589053) | > loss_disc_real_1: 0.2780698239803314 (0.20132598529259363) | > loss_disc_real_2: 0.2807027995586395 (0.20670981581012407) | > loss_disc_real_3: 0.26915568113327026 (0.25452499464154243) | > loss_disc_real_4: 0.2261328250169754 (0.20303409360349178) | > loss_disc_real_5: 0.24437598884105682 (0.2318672463297844) | > loss_0: 2.3812570571899414 (2.2192131280899052) | > loss_gen: 2.60884952545166 (2.513684411843618) | > loss_kl: 1.7203465700149536 (2.093915025393168) | > loss_feat: 7.754827976226807 (7.573666612307231) | > loss_mel: 19.76818084716797 (19.84161949157715) | > loss_duration: 2.2015233039855957 (2.2841577331225076) | > loss_1: 34.05372619628906 (34.30704323450724)  --> STEP: 13 | > loss_disc: 2.0806710720062256 (2.2085560468526992) | > loss_disc_real_0: 0.12380202114582062 (0.09512833362588516) | > loss_disc_real_1: 0.21522533893585205 (0.20239516634207505) | > loss_disc_real_2: 0.30222341418266296 (0.21405701568493476) | > loss_disc_real_3: 0.2264799326658249 (0.25236768218187183) | > loss_disc_real_4: 0.1820959597826004 (0.20142346792496169) | > loss_disc_real_5: 0.1737595945596695 (0.22739742696285248) | > loss_0: 2.0806710720062256 (2.2085560468526992) | > loss_gen: 3.0047521591186523 (2.551458853941697) | > loss_kl: 2.504232168197632 (2.125477882531973) | > loss_feat: 7.454527378082275 (7.564502055828388) | > loss_mel: 19.1705379486084 (19.789997834425705) | > loss_duration: 2.189166307449341 (2.276850700378418) | > loss_1: 34.32321548461914 (34.30828725374662)  --> STEP: 14 | > loss_disc: 2.4541521072387695 (2.2260986225945616) | > loss_disc_real_0: 0.08314397931098938 (0.09427230831767831) | > loss_disc_real_1: 0.19239597022533417 (0.20168093804802215) | > loss_disc_real_2: 0.2128424495458603 (0.21397026096071517) | > loss_disc_real_3: 0.30047550797462463 (0.2558039554527827) | > loss_disc_real_4: 0.21918407082557678 (0.20269208241786277) | > loss_disc_real_5: 0.23230262100696564 (0.22774779796600342) | > loss_0: 2.4541521072387695 (2.2260986225945616) | > loss_gen: 2.2929816246032715 (2.5329961947032382) | > loss_kl: 2.595580577850342 (2.159056646483285) | > loss_feat: 8.484664916992188 (7.630227974482945) | > loss_mel: 20.162357330322266 (19.81659494127546) | > loss_duration: 2.3453660011291504 (2.2817446504320418) | > loss_1: 35.880950927734375 (34.42062037331717)  --> STEP: 15 | > loss_disc: 2.32303524017334 (2.2325610637664806) | > loss_disc_real_0: 0.05560760945081711 (0.09169466172655423) | > loss_disc_real_1: 0.2445230931043625 (0.2045370817184448) | > loss_disc_real_2: 0.23677301406860352 (0.21549044450124105) | > loss_disc_real_3: 0.25798293948173523 (0.2559492210547129) | > loss_disc_real_4: 0.21733863651752472 (0.20366851935784022) | > loss_disc_real_5: 0.1977786272764206 (0.22574985325336455) | > loss_0: 2.32303524017334 (2.2325610637664806) | > loss_gen: 2.2596936225891113 (2.514776023228963) | > loss_kl: 2.7710299491882324 (2.199854866663615) | > loss_feat: 9.030081748962402 (7.723551559448242) | > loss_mel: 19.805137634277344 (19.81583112080892) | > loss_duration: 2.2984519004821777 (2.282858467102051) | > loss_1: 36.16439437866211 (34.536871973673506)  --> STEP: 16 | > loss_disc: 2.186418056488037 (2.2296771258115777) | > loss_disc_real_0: 0.12421875447034836 (0.09372741752304137) | > loss_disc_real_1: 0.18660295009613037 (0.20341619849205017) | > loss_disc_real_2: 0.2368878275156021 (0.21682778093963861) | > loss_disc_real_3: 0.26384276151657104 (0.25644256733357906) | > loss_disc_real_4: 0.20004354417324066 (0.20344195840880275) | > loss_disc_real_5: 0.2065357118844986 (0.22454896941781044) | > loss_0: 2.186418056488037 (2.2296771258115777) | > loss_gen: 2.776995897293091 (2.531164765357971) | > loss_kl: 2.6975972652435303 (2.2309637665748596) | > loss_feat: 7.5793633460998535 (7.714539796113968) | > loss_mel: 19.841655731201172 (19.817445158958435) | > loss_duration: 2.3230881690979004 (2.2853728234767914) | > loss_1: 35.21870040893555 (34.57948625087738)  --> STEP: 17 | > loss_disc: 2.433596611022949 (2.241672389647541) | > loss_disc_real_0: 0.13086289167404175 (0.09591185717898257) | > loss_disc_real_1: 0.23697495460510254 (0.20539024296928854) | > loss_disc_real_2: 0.3202519118785858 (0.22291155334781199) | > loss_disc_real_3: 0.2530430257320404 (0.25624259429819446) | > loss_disc_real_4: 0.22343672811985016 (0.20461812133298202) | > loss_disc_real_5: 0.25843727588653564 (0.2265423992100884) | > loss_0: 2.433596611022949 (2.241672389647541) | > loss_gen: 2.5683720111846924 (2.53335342687719) | > loss_kl: 1.882917881011963 (2.210490479188807) | > loss_feat: 6.102845668792725 (7.619734259212718) | > loss_mel: 17.955827713012695 (19.70793825037339) | > loss_duration: 2.3964169025421143 (2.291904828127693) | > loss_1: 30.906381607055664 (34.36342127182905)  --> STEP: 18 | > loss_disc: 1.9300198554992676 (2.2243583599726366) | > loss_disc_real_0: 0.09522215276956558 (0.09587354026734829) | > loss_disc_real_1: 0.12429430335760117 (0.20088491299086148) | > loss_disc_real_2: 0.14085914194583893 (0.21835308604770237) | > loss_disc_real_3: 0.1661478728055954 (0.25123733199305004) | > loss_disc_real_4: 0.18740570545196533 (0.20366187600625885) | > loss_disc_real_5: 0.2500249743461609 (0.22784698671764797) | > loss_0: 1.9300198554992676 (2.2243583599726366) | > loss_gen: 2.8170382976531982 (2.5491136974758573) | > loss_kl: 2.019681453704834 (2.1998899777730307) | > loss_feat: 12.66709041595459 (7.900142934587267) | > loss_mel: 22.45549201965332 (19.8605801264445) | > loss_duration: 2.1855411529541016 (2.2859957350624933) | > loss_1: 42.14484405517578 (34.795722537570526)  --> STEP: 19 | > loss_disc: 2.3034465312957764 (2.2285208953054334) | > loss_disc_real_0: 0.15238067507743835 (0.09884759999419514) | > loss_disc_real_1: 0.17517225444316864 (0.19953161517256185) | > loss_disc_real_2: 0.21938593685626984 (0.21840744661657432) | > loss_disc_real_3: 0.25312715768814087 (0.25133679650331797) | > loss_disc_real_4: 0.2260085791349411 (0.2048380182761895) | > loss_disc_real_5: 0.23027299344539642 (0.2279746712822663) | > loss_0: 2.3034465312957764 (2.2285208953054334) | > loss_gen: 2.3439793586730957 (2.5383171533283435) | > loss_kl: 2.0202596187591553 (2.1904357483512475) | > loss_feat: 8.57125186920166 (7.935464457461708) | > loss_mel: 18.943384170532227 (19.812306655080693) | > loss_duration: 2.2626829147338867 (2.2847687445188822) | > loss_1: 34.14155960083008 (34.761292909321035)  --> STEP: 20 | > loss_disc: 2.329678773880005 (2.233578789234162) | > loss_disc_real_0: 0.05229651927947998 (0.09652004595845938) | > loss_disc_real_1: 0.15438313782215118 (0.1972741913050413) | > loss_disc_real_2: 0.2630898058414459 (0.22064156457781792) | > loss_disc_real_3: 0.2628418505191803 (0.2519120492041111) | > loss_disc_real_4: 0.2541016936302185 (0.20730120204389096) | > loss_disc_real_5: 0.2748054563999176 (0.23031621053814888) | > loss_0: 2.329678773880005 (2.233578789234162) | > loss_gen: 2.5611095428466797 (2.53945677280426) | > loss_kl: 1.793807864189148 (2.170604354143143) | > loss_feat: 7.212291717529297 (7.899305820465088) | > loss_mel: 20.78721046447754 (19.861051845550534) | > loss_duration: 2.2922677993774414 (2.28514369726181) | > loss_1: 34.64668655395508 (34.75556259155274)  --> STEP: 21 | > loss_disc: 2.576629877090454 (2.249914555322557) | > loss_disc_real_0: 0.07656886428594589 (0.09556998968833968) | > loss_disc_real_1: 0.21083249151706696 (0.1979198246484711) | > loss_disc_real_2: 0.1896936446428299 (0.21916785410472325) | > loss_disc_real_3: 0.2660506069660187 (0.25258531385944005) | > loss_disc_real_4: 0.25700604915618896 (0.20966809952542895) | > loss_disc_real_5: 0.27556556463241577 (0.23247094168549493) | > loss_0: 2.576629877090454 (2.249914555322557) | > loss_gen: 2.0438709259033203 (2.515857446761358) | > loss_kl: 2.6299424171447754 (2.1924775952384588) | > loss_feat: 5.7200026512146 (7.795529479072208) | > loss_mel: 14.71142292022705 (19.61583142053513) | > loss_duration: 2.1739017963409424 (2.2798464638846263) | > loss_1: 27.27914047241211 (34.39954249064128)  --> STEP: 22 | > loss_disc: 2.2999517917633057 (2.252188975160773) | > loss_disc_real_0: 0.10925811529159546 (0.0961921772157604) | > loss_disc_real_1: 0.1644565463066101 (0.19639876654202287) | > loss_disc_real_2: 0.20407871901988983 (0.21848198432813992) | > loss_disc_real_3: 0.23698098957538605 (0.25187602639198303) | > loss_disc_real_4: 0.21562449634075165 (0.20993884483521635) | > loss_disc_real_5: 0.22126537561416626 (0.2319615977731618) | > loss_0: 2.2999517917633057 (2.252188975160773) | > loss_gen: 2.2858636379241943 (2.505403182723305) | > loss_kl: 1.888730764389038 (2.1786709211089397) | > loss_feat: 7.139072418212891 (7.76569052176042) | > loss_mel: 18.70591163635254 (19.574471430345014) | > loss_duration: 2.1740658283233643 (2.2750382531772964) | > loss_1: 32.19364547729492 (34.299274444580085)  --> STEP: 23 | > loss_disc: 2.514448404312134 (2.263591559036919) | > loss_disc_real_0: 0.10444813966751099 (0.09655113210496695) | > loss_disc_real_1: 0.2287396341562271 (0.19780489122090134) | > loss_disc_real_2: 0.187460258603096 (0.21713321364444235) | > loss_disc_real_3: 0.29610347747802734 (0.253798959047898) | > loss_disc_real_4: 0.26511359214782715 (0.21233774689228638) | > loss_disc_real_5: 0.3344877064228058 (0.2364192546709724) | > loss_0: 2.514448404312134 (2.263591559036919) | > loss_gen: 2.319671154022217 (2.4973278771276055) | > loss_kl: 2.56472110748291 (2.1954557118208515) | > loss_feat: 7.4844183921813965 (7.753461298735245) | > loss_mel: 19.32875633239746 (19.56378816521686) | > loss_duration: 2.2142841815948486 (2.2723967718041465) | > loss_1: 33.91184997558594 (34.282429902449906)  --> STEP: 24 | > loss_disc: 2.7576684951782227 (2.2841780980428066) | > loss_disc_real_0: 0.11353945732116699 (0.09725897898897529) | > loss_disc_real_1: 0.26068755984306335 (0.2004250024134914) | > loss_disc_real_2: 0.22249357402324677 (0.2173565619935592) | > loss_disc_real_3: 0.333075612783432 (0.25710215295354527) | > loss_disc_real_4: 0.264322966337204 (0.21450379770249128) | > loss_disc_real_5: 0.3039836585521698 (0.2392344381660223) | > loss_0: 2.7576684951782227 (2.2841780980428066) | > loss_gen: 2.199981927871704 (2.4849384625752764) | > loss_kl: 2.0964300632476807 (2.191329643130303) | > loss_feat: 5.633477210998535 (7.665128628412883) | > loss_mel: 16.82438087463379 (19.449646194775898) | > loss_duration: 2.410409450531006 (2.278147300084432) | > loss_1: 29.1646785736084 (34.069190263748176)  --> STEP: 25 | > loss_disc: 2.3703553676605225 (2.287625188827515) | > loss_disc_real_0: 0.13678723573684692 (0.09884010925889015) | > loss_disc_real_1: 0.13770540058612823 (0.19791621834039688) | > loss_disc_real_2: 0.17311666905879974 (0.21558696627616883) | > loss_disc_real_3: 0.25097090005874634 (0.2568569028377533) | > loss_disc_real_4: 0.2061421126127243 (0.21416933029890062) | > loss_disc_real_5: 0.2295730859041214 (0.23884798407554628) | > loss_0: 2.3703553676605225 (2.287625188827515) | > loss_gen: 2.2938904762268066 (2.4772965431213376) | > loss_kl: 2.6335105895996094 (2.209016880989075) | > loss_feat: 8.941815376281738 (7.716196098327637) | > loss_mel: 18.741348266601562 (19.421314277648925) | > loss_duration: 2.3807597160339355 (2.282251796722412) | > loss_1: 34.99132537841797 (34.10607566833497)  --> STEP: 26 | > loss_disc: 2.8226728439331055 (2.3082039447931146) | > loss_disc_real_0: 0.036871254444122314 (0.09645669176601447) | > loss_disc_real_1: 0.2602827548980713 (0.2003149312849228) | > loss_disc_real_2: 0.21933765709400177 (0.21573122361531624) | > loss_disc_real_3: 0.2961934804916382 (0.2583698481321335) | > loss_disc_real_4: 0.25428467988967896 (0.21571222836008438) | > loss_disc_real_5: 0.3619513511657715 (0.24358272896363184) | > loss_0: 2.8226728439331055 (2.3082039447931146) | > loss_gen: 1.8983339071273804 (2.455028749429262) | > loss_kl: 2.387653112411499 (2.215887505274553) | > loss_feat: 3.075373649597168 (7.537702927222619) | > loss_mel: 10.754115104675293 (19.087960463303787) | > loss_duration: 2.2449653148651123 (2.280817701266362) | > loss_1: 20.360441207885742 (33.57739741985615) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023372356708233166 (+3.914649669940545e-05) | > avg_loss_disc: 2.3082039447931146 (-0.027100434670080276) | > avg_loss_disc_real_0: 0.09645669176601447 (-0.03998435302995719) | > avg_loss_disc_real_1: 0.2003149312849228 (-0.057132422637480945) | > avg_loss_disc_real_2: 0.21573122361531624 (-0.03194129925507766) | > avg_loss_disc_real_3: 0.2583698481321335 (+0.025616028561041893) | > avg_loss_disc_real_4: 0.21571222836008438 (-0.001922170416666924) | > avg_loss_disc_real_5: 0.24358272896363184 (-0.026137407582539768) | > avg_loss_0: 2.3082039447931146 (-0.027100434670080276) | > avg_loss_gen: 2.455028749429262 (-0.28604380442545985) | > avg_loss_kl: 2.215887505274553 (-0.132479122051826) | > avg_loss_feat: 7.537702927222619 (+0.10513540414663503) | > avg_loss_mel: 19.087960463303787 (-0.0845680970412026) | > avg_loss_duration: 2.280817701266362 (+0.011024154149569032) | > avg_loss_1: 33.57739741985615 (-0.38693105257473803)  > EPOCH: 224/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:46:43)   --> TIME: 2024-06-11 00:46:46 -- STEP: 4/330 -- GLOBAL_STEP: 161925 | > loss_disc: 2.322199821472168 (2.3846274614334106) | > loss_disc_real_0: 0.1100742369890213 (0.11327930726110935) | > loss_disc_real_1: 0.19007255136966705 (0.20142392814159393) | > loss_disc_real_2: 0.1879265308380127 (0.19937210530042648) | > loss_disc_real_3: 0.19539159536361694 (0.23541311919689178) | > loss_disc_real_4: 0.20625458657741547 (0.23312080651521683) | > loss_disc_real_5: 0.2223314344882965 (0.23146585375070572) | > loss_0: 2.322199821472168 (2.3846274614334106) | > grad_norm_0: tensor(6.9090, device='cuda:0') (tensor(9.3183, device='cuda:0')) | > loss_gen: 2.284296751022339 (2.4466060400009155) | > loss_kl: 1.6544438600540161 (1.7286953032016754) | > loss_feat: 6.317800998687744 (6.615392446517944) | > loss_mel: 18.414112091064453 (18.973740577697754) | > loss_duration: 2.292827606201172 (2.3049867153167725) | > loss_1: 30.96347999572754 (32.06942176818848) | > grad_norm_1: tensor(71.1288, device='cuda:0') (tensor(127.0825, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3517 (0.3451552987098694) | > loader_time: 0.0028 (0.003166794776916504)  --> TIME: 2024-06-11 00:46:55 -- STEP: 29/330 -- GLOBAL_STEP: 161950 | > loss_disc: 2.1424612998962402 (2.297928185298525) | > loss_disc_real_0: 0.09767571091651917 (0.10692816227674484) | > loss_disc_real_1: 0.19653762876987457 (0.19484215460974594) | > loss_disc_real_2: 0.18577255308628082 (0.21369558367235908) | > loss_disc_real_3: 0.19224518537521362 (0.22838095241579517) | > loss_disc_real_4: 0.20806775987148285 (0.22067669085387526) | > loss_disc_real_5: 0.20692668855190277 (0.21825926057223616) | > loss_0: 2.1424612998962402 (2.297928185298525) | > grad_norm_0: tensor(8.0147, device='cuda:0') (tensor(17.4878, device='cuda:0')) | > loss_gen: 2.724006175994873 (2.5671684577547267) | > loss_kl: 1.5793004035949707 (1.75332707372205) | > loss_feat: 8.147354125976562 (7.286149731997786) | > loss_mel: 20.229434967041016 (19.210530379722858) | > loss_duration: 2.07936429977417 (2.113330405333946) | > loss_1: 34.75946044921875 (32.93050634449925) | > grad_norm_1: tensor(115.5833, device='cuda:0') (tensor(153.6068, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3558 (0.3461574439344735) | > loader_time: 0.0032 (0.0031136397657723263)  --> TIME: 2024-06-11 00:47:03 -- STEP: 54/330 -- GLOBAL_STEP: 161975 | > loss_disc: 2.1530873775482178 (2.2931098805533527) | > loss_disc_real_0: 0.08964857459068298 (0.10743434078715465) | > loss_disc_real_1: 0.24066682159900665 (0.19516613693149001) | > loss_disc_real_2: 0.22628654539585114 (0.2129048713379436) | > loss_disc_real_3: 0.2186758816242218 (0.226036607115357) | > loss_disc_real_4: 0.20495104789733887 (0.22004543162054485) | > loss_disc_real_5: 0.2104511708021164 (0.21619646223606886) | > loss_0: 2.1530873775482178 (2.2931098805533527) | > grad_norm_0: tensor(7.9431, device='cuda:0') (tensor(16.0204, device='cuda:0')) | > loss_gen: 2.85219669342041 (2.5794534462469594) | > loss_kl: 1.7099049091339111 (1.729331941516311) | > loss_feat: 8.324697494506836 (7.366251477488765) | > loss_mel: 20.64166831970215 (19.169298277960884) | > loss_duration: 2.0399417877197266 (2.077998205467506) | > loss_1: 35.56840515136719 (32.92233315220585) | > grad_norm_1: tensor(98.8653, device='cuda:0') (tensor(150.2883, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3525 (0.3472947809431288) | > loader_time: 0.0033 (0.0032659680755050095)  --> TIME: 2024-06-11 00:47:12 -- STEP: 79/330 -- GLOBAL_STEP: 162000 | > loss_disc: 2.249971389770508 (2.300754218161862) | > loss_disc_real_0: 0.09186980128288269 (0.11056364667189272) | > loss_disc_real_1: 0.22491616010665894 (0.19838574547556379) | > loss_disc_real_2: 0.2216697484254837 (0.2128181844195233) | > loss_disc_real_3: 0.21402797102928162 (0.22569264113148557) | > loss_disc_real_4: 0.20344462990760803 (0.2194262654343738) | > loss_disc_real_5: 0.1899283230304718 (0.21519638862036453) | > loss_0: 2.249971389770508 (2.300754218161862) | > grad_norm_0: tensor(10.7577, device='cuda:0') (tensor(17.2116, device='cuda:0')) | > loss_gen: 2.6661412715911865 (2.579742208311829) | > loss_kl: 1.7057571411132812 (1.7533380502386937) | > loss_feat: 7.669186592102051 (7.4351873035672345) | > loss_mel: 19.672574996948242 (19.19479587410069) | > loss_duration: 2.0049121379852295 (2.0628237437598305) | > loss_1: 33.71857452392578 (33.025887139235856) | > grad_norm_1: tensor(77.1554, device='cuda:0') (tensor(167.7323, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3525 (0.34794067732895484) | > loader_time: 0.0042 (0.0033834342715106432) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_162000.pth  --> TIME: 2024-06-11 00:47:26 -- STEP: 104/330 -- GLOBAL_STEP: 162025 | > loss_disc: 2.317763090133667 (2.2999803263407497) | > loss_disc_real_0: 0.12949982285499573 (0.11182963396780767) | > loss_disc_real_1: 0.23388418555259705 (0.1985553236534962) | > loss_disc_real_2: 0.25690287351608276 (0.21390884555876255) | > loss_disc_real_3: 0.2683089077472687 (0.22511685052170202) | > loss_disc_real_4: 0.1971529722213745 (0.21963894510498413) | > loss_disc_real_5: 0.20003512501716614 (0.21329621798717058) | > loss_0: 2.317763090133667 (2.2999803263407497) | > grad_norm_0: tensor(27.4361, device='cuda:0') (tensor(18.1946, device='cuda:0')) | > loss_gen: 2.6172356605529785 (2.5839112240534563) | > loss_kl: 1.6637760400772095 (1.7676839255369627) | > loss_feat: 7.564519882202148 (7.433763499443348) | > loss_mel: 19.04911994934082 (19.174222927827106) | > loss_duration: 2.1003384590148926 (2.061347594627966) | > loss_1: 32.994991302490234 (33.02092907978936) | > grad_norm_1: tensor(327.0223, device='cuda:0') (tensor(189.3498, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3616 (0.3534219127434952) | > loader_time: 0.0037 (0.0035325265847719633)  --> TIME: 2024-06-11 00:47:36 -- STEP: 129/330 -- GLOBAL_STEP: 162050 | > loss_disc: 2.371596336364746 (2.299928354662519) | > loss_disc_real_0: 0.12336987257003784 (0.1121628055161284) | > loss_disc_real_1: 0.22708235681056976 (0.19876119471335593) | > loss_disc_real_2: 0.23609864711761475 (0.21432091861732247) | > loss_disc_real_3: 0.19634851813316345 (0.22417200004407603) | > loss_disc_real_4: 0.21810099482536316 (0.21908571981182395) | > loss_disc_real_5: 0.2252979278564453 (0.2122217732113461) | > loss_0: 2.371596336364746 (2.299928354662519) | > grad_norm_0: tensor(25.1162, device='cuda:0') (tensor(18.3755, device='cuda:0')) | > loss_gen: 2.531700372695923 (2.5785568093144615) | > loss_kl: 1.716440200805664 (1.7601500777311103) | > loss_feat: 6.772796630859375 (7.426240507022355) | > loss_mel: 19.4006290435791 (19.160015727198406) | > loss_duration: 2.0202324390411377 (2.060063546942185) | > loss_1: 32.44179916381836 (32.98502666266389) | > grad_norm_1: tensor(195.6117, device='cuda:0') (tensor(194.5073, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3588 (0.3553042781445408) | > loader_time: 0.0042 (0.0036384708197541938)  --> TIME: 2024-06-11 00:47:46 -- STEP: 154/330 -- GLOBAL_STEP: 162075 | > loss_disc: 2.3996758460998535 (2.30504845953607) | > loss_disc_real_0: 0.1079833135008812 (0.1128880451251934) | > loss_disc_real_1: 0.2253955900669098 (0.1992524241085176) | > loss_disc_real_2: 0.24243566393852234 (0.2145726356606979) | > loss_disc_real_3: 0.2545638680458069 (0.22502791552574603) | > loss_disc_real_4: 0.22148668766021729 (0.21923018401706373) | > loss_disc_real_5: 0.22234253585338593 (0.21372254047687952) | > loss_0: 2.3996758460998535 (2.30504845953607) | > grad_norm_0: tensor(15.6315, device='cuda:0') (tensor(20.5433, device='cuda:0')) | > loss_gen: 2.6702754497528076 (2.576498076513216) | > loss_kl: 1.7325807809829712 (1.7625200671034973) | > loss_feat: 7.259566783905029 (7.410851878005189) | > loss_mel: 18.843608856201172 (19.135285588053918) | > loss_duration: 2.0673251152038574 (2.060682710115011) | > loss_1: 32.57335662841797 (32.94583832133898) | > grad_norm_1: tensor(355.8875, device='cuda:0') (tensor(214.9284, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3722 (0.3604890711895831) | > loader_time: 0.0038 (0.003763031649899173)  --> TIME: 2024-06-11 00:47:55 -- STEP: 179/330 -- GLOBAL_STEP: 162100 | > loss_disc: 2.3193564414978027 (2.301860240584645) | > loss_disc_real_0: 0.08771789819002151 (0.1136869376514877) | > loss_disc_real_1: 0.1742079108953476 (0.1980722371759361) | > loss_disc_real_2: 0.24420256912708282 (0.21437765508057685) | > loss_disc_real_3: 0.20470722019672394 (0.22454490400226423) | > loss_disc_real_4: 0.1791471689939499 (0.219600108082734) | > loss_disc_real_5: 0.1768353134393692 (0.2131196185530231) | > loss_0: 2.3193564414978027 (2.301860240584645) | > grad_norm_0: tensor(14.5900, device='cuda:0') (tensor(22.1317, device='cuda:0')) | > loss_gen: 2.652407169342041 (2.5824021653756084) | > loss_kl: 1.810856580734253 (1.7627326949348663) | > loss_feat: 8.55456829071045 (7.446458123915688) | > loss_mel: 19.1927547454834 (19.118952617964936) | > loss_duration: 2.112229824066162 (2.0661812707698535) | > loss_1: 34.32281494140625 (32.976726787716295) | > grad_norm_1: tensor(466.8006, device='cuda:0') (tensor(227.9162, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.3811 (0.3634702226969116) | > loader_time: 0.005 (0.0038890838623046875)  --> TIME: 2024-06-11 00:48:05 -- STEP: 204/330 -- GLOBAL_STEP: 162125 | > loss_disc: 2.3830909729003906 (2.306963758141386) | > loss_disc_real_0: 0.08550466597080231 (0.11645676254057417) | > loss_disc_real_1: 0.20134583115577698 (0.1984334905796191) | > loss_disc_real_2: 0.22839932143688202 (0.2144956296565486) | > loss_disc_real_3: 0.21776576340198517 (0.22504821938334726) | > loss_disc_real_4: 0.2103685885667801 (0.21985654167684854) | > loss_disc_real_5: 0.21852464973926544 (0.21339957562147402) | > loss_0: 2.3830909729003906 (2.306963758141386) | > grad_norm_0: tensor(22.7012, device='cuda:0') (tensor(23.6882, device='cuda:0')) | > loss_gen: 2.287597179412842 (2.582953580454284) | > loss_kl: 1.9501259326934814 (1.7692619106348824) | > loss_feat: 7.56386661529541 (7.462255033792234) | > loss_mel: 18.880523681640625 (19.096065876530677) | > loss_duration: 2.065856456756592 (2.0720459935711872) | > loss_1: 32.74797058105469 (32.9825823353786) | > grad_norm_1: tensor(374.7389, device='cuda:0') (tensor(241.2661, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.4047 (0.3673879375644758) | > loader_time: 0.005 (0.004025504869573258)  --> TIME: 2024-06-11 00:48:16 -- STEP: 229/330 -- GLOBAL_STEP: 162150 | > loss_disc: 2.3380837440490723 (2.304119479708275) | > loss_disc_real_0: 0.1229575127363205 (0.11627244207536289) | > loss_disc_real_1: 0.21995079517364502 (0.19815443996258694) | > loss_disc_real_2: 0.18999111652374268 (0.2147782839932296) | > loss_disc_real_3: 0.21739253401756287 (0.224602781724201) | > loss_disc_real_4: 0.19347944855690002 (0.219527847446729) | > loss_disc_real_5: 0.19052071869373322 (0.21253852357510397) | > loss_0: 2.3380837440490723 (2.304119479708275) | > grad_norm_0: tensor(10.0308, device='cuda:0') (tensor(23.2636, device='cuda:0')) | > loss_gen: 2.4294519424438477 (2.579299936127975) | > loss_kl: 1.8793219327926636 (1.7734334213764906) | > loss_feat: 7.304026126861572 (7.447918031934047) | > loss_mel: 18.767845153808594 (19.04730641061042) | > loss_duration: 2.1506032943725586 (2.079464397055613) | > loss_1: 32.53125 (32.9274221445275) | > grad_norm_1: tensor(110.8092, device='cuda:0') (tensor(239.1653, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.4131 (0.37159123795521826) | > loader_time: 0.0051 (0.004173352728764563)  --> TIME: 2024-06-11 00:48:27 -- STEP: 254/330 -- GLOBAL_STEP: 162175 | > loss_disc: 2.14626145362854 (2.3045963593355303) | > loss_disc_real_0: 0.10821441560983658 (0.11657822393174247) | > loss_disc_real_1: 0.23459450900554657 (0.1988449167078874) | > loss_disc_real_2: 0.23276156187057495 (0.21464091363384968) | > loss_disc_real_3: 0.18652001023292542 (0.224488430487828) | > loss_disc_real_4: 0.19064798951148987 (0.21956672390380244) | > loss_disc_real_5: 0.17430759966373444 (0.21230214400084937) | > loss_0: 2.14626145362854 (2.3045963593355303) | > grad_norm_0: tensor(32.4810, device='cuda:0') (tensor(23.1934, device='cuda:0')) | > loss_gen: 2.719254732131958 (2.5773035616386593) | > loss_kl: 1.8375847339630127 (1.7727245050152456) | > loss_feat: 7.736002445220947 (7.442081430765588) | > loss_mel: 18.86184310913086 (18.993687817430875) | > loss_duration: 2.0980048179626465 (2.0856389295397775) | > loss_1: 33.252689361572266 (32.871436156625826) | > grad_norm_1: tensor(391.8148, device='cuda:0') (tensor(241.3996, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.4175 (0.3765259333482877) | > loader_time: 0.0054 (0.004320147469287782)  --> TIME: 2024-06-11 00:48:38 -- STEP: 279/330 -- GLOBAL_STEP: 162200 | > loss_disc: 2.435922861099243 (2.3056689265808314) | > loss_disc_real_0: 0.0791691467165947 (0.11650599460501394) | > loss_disc_real_1: 0.23837153613567352 (0.19953566880422677) | > loss_disc_real_2: 0.23956771194934845 (0.21481667912989108) | > loss_disc_real_3: 0.22630059719085693 (0.2244094980873942) | > loss_disc_real_4: 0.2515881359577179 (0.21994084969002714) | > loss_disc_real_5: 0.2377922385931015 (0.21236956338514992) | > loss_0: 2.435922861099243 (2.3056689265808314) | > grad_norm_0: tensor(31.0684, device='cuda:0') (tensor(24.1920, device='cuda:0')) | > loss_gen: 2.5458076000213623 (2.579326838148111) | > loss_kl: 1.7278203964233398 (1.7751150652499181) | > loss_feat: 7.371123313903809 (7.467902034841558) | > loss_mel: 18.496259689331055 (18.968395034899423) | > loss_duration: 2.1730852127075195 (2.0940233285281815) | > loss_1: 32.31409454345703 (32.88476217946699) | > grad_norm_1: tensor(443.0970, device='cuda:0') (tensor(252.3022, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.4364 (0.3821103948846085) | > loader_time: 0.0063 (0.004462911236670709)  --> TIME: 2024-06-11 00:48:50 -- STEP: 304/330 -- GLOBAL_STEP: 162225 | > loss_disc: 2.317173719406128 (2.306436548107547) | > loss_disc_real_0: 0.05995327979326248 (0.11678994813394779) | > loss_disc_real_1: 0.23626574873924255 (0.19982996117323634) | > loss_disc_real_2: 0.2114374339580536 (0.2150711145153956) | > loss_disc_real_3: 0.2111705243587494 (0.22422799561172724) | > loss_disc_real_4: 0.21207194030284882 (0.22012590778697477) | > loss_disc_real_5: 0.20727837085723877 (0.21249987866337358) | > loss_0: 2.317173719406128 (2.306436548107547) | > grad_norm_0: tensor(19.0344, device='cuda:0') (tensor(25.9339, device='cuda:0')) | > loss_gen: 2.702967405319214 (2.583273829598177) | > loss_kl: 1.7403899431228638 (1.7757222326962572) | > loss_feat: 8.99117374420166 (7.492407265462373) | > loss_mel: 18.685569763183594 (18.9198528653697) | > loss_duration: 2.237541675567627 (2.1034685867397402) | > loss_1: 34.357643127441406 (32.87472466418619) | > grad_norm_1: tensor(347.2840, device='cuda:0') (tensor(264.1088, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.4757 (0.38889693115886886) | > loader_time: 0.0069 (0.004622674302050944)  --> TIME: 2024-06-11 00:49:19 -- STEP: 329/330 -- GLOBAL_STEP: 162250 | > loss_disc: 2.4168124198913574 (2.31186561598966) | > loss_disc_real_0: 0.27407196164131165 (0.11867910882848734) | > loss_disc_real_1: 0.20564258098602295 (0.20016787212489215) | > loss_disc_real_2: 0.23797796666622162 (0.21555554871320004) | > loss_disc_real_3: 0.18074655532836914 (0.224607338749529) | > loss_disc_real_4: 0.20650671422481537 (0.22038186139973465) | > loss_disc_real_5: 0.2106732577085495 (0.21269309126678568) | > loss_0: 2.4168124198913574 (2.31186561598966) | > grad_norm_0: tensor(11.8816, device='cuda:0') (tensor(25.6249, device='cuda:0')) | > loss_gen: 2.0849273204803467 (2.5776155864576458) | > loss_kl: 2.0375187397003174 (1.7848693650544234) | > loss_feat: 14.065391540527344 (7.6012318764776445) | > loss_mel: 19.874740600585938 (18.890114752354958) | > loss_duration: 2.26664137840271 (2.116743580548596) | > loss_1: 40.329219818115234 (32.97057503117619) | > grad_norm_1: tensor(187.3011, device='cuda:0') (tensor(264.6763, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 15.1853 (0.44660172129112174) | > loader_time: 0.0339 (0.005060424195959215)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.179513692855835 (2.179513692855835) | > loss_disc_real_0: 0.050427503883838654 (0.050427503883838654) | > loss_disc_real_1: 0.14051327109336853 (0.14051327109336853) | > loss_disc_real_2: 0.19348926842212677 (0.19348926842212677) | > loss_disc_real_3: 0.21798326075077057 (0.21798326075077057) | > loss_disc_real_4: 0.13975965976715088 (0.13975965976715088) | > loss_disc_real_5: 0.233343243598938 (0.233343243598938) | > loss_0: 2.179513692855835 (2.179513692855835) | > loss_gen: 2.288662910461426 (2.288662910461426) | > loss_kl: 1.6879098415374756 (1.6879098415374756) | > loss_feat: 7.8995161056518555 (7.8995161056518555) | > loss_mel: 21.34935188293457 (21.34935188293457) | > loss_duration: 2.9495675563812256 (2.9495675563812256) | > loss_1: 36.17500686645508 (36.17500686645508)  --> STEP: 1 | > loss_disc: 1.9616535902023315 (1.9616535902023315) | > loss_disc_real_0: 0.04495391249656677 (0.04495391249656677) | > loss_disc_real_1: 0.10798446089029312 (0.10798446089029312) | > loss_disc_real_2: 0.2328406721353531 (0.2328406721353531) | > loss_disc_real_3: 0.28580236434936523 (0.28580236434936523) | > loss_disc_real_4: 0.2690992057323456 (0.2690992057323456) | > loss_disc_real_5: 0.25503847002983093 (0.25503847002983093) | > loss_0: 1.9616535902023315 (1.9616535902023315) | > loss_gen: 3.3007185459136963 (3.3007185459136963) | > loss_kl: 2.341282606124878 (2.341282606124878) | > loss_feat: 9.21933650970459 (9.21933650970459) | > loss_mel: 20.67194366455078 (20.67194366455078) | > loss_duration: 2.3346447944641113 (2.3346447944641113) | > loss_1: 37.86792755126953 (37.86792755126953)  --> STEP: 2 | > loss_disc: 2.4940474033355713 (2.2278504967689514) | > loss_disc_real_0: 0.052155751734972 (0.048554832115769386) | > loss_disc_real_1: 0.17461347579956055 (0.14129896834492683) | > loss_disc_real_2: 0.2379225790500641 (0.2353816255927086) | > loss_disc_real_3: 0.25104284286499023 (0.26842260360717773) | > loss_disc_real_4: 0.2647239863872528 (0.2669115960597992) | > loss_disc_real_5: 0.32130521535873413 (0.28817184269428253) | > loss_0: 2.4940474033355713 (2.2278504967689514) | > loss_gen: 2.2207062244415283 (2.7607123851776123) | > loss_kl: 2.868464946746826 (2.604873776435852) | > loss_feat: 5.596561908721924 (7.407949209213257) | > loss_mel: 19.883333206176758 (20.27763843536377) | > loss_duration: 2.44008731842041 (2.3873660564422607) | > loss_1: 33.0091552734375 (35.438541412353516)  --> STEP: 3 | > loss_disc: 2.16666841506958 (2.2074564695358276) | > loss_disc_real_0: 0.04804585874080658 (0.04838517432411512) | > loss_disc_real_1: 0.13455332815647125 (0.13905042161544165) | > loss_disc_real_2: 0.1766146719455719 (0.21579264104366302) | > loss_disc_real_3: 0.24972938001155853 (0.2621915290753047) | > loss_disc_real_4: 0.29516956210136414 (0.2763309180736542) | > loss_disc_real_5: 0.27353957295417786 (0.283294419447581) | > loss_0: 2.16666841506958 (2.2074564695358276) | > loss_gen: 2.434959888458252 (2.652128219604492) | > loss_kl: 2.5148534774780273 (2.574867010116577) | > loss_feat: 6.390811443328857 (7.06890328725179) | > loss_mel: 21.156513214111328 (20.57059669494629) | > loss_duration: 2.186821222305298 (2.3205177783966064) | > loss_1: 34.6839599609375 (35.18701426188151)  --> STEP: 4 | > loss_disc: 2.0385794639587402 (2.165237218141556) | > loss_disc_real_0: 0.10651101917028427 (0.0629166355356574) | > loss_disc_real_1: 0.15230229496955872 (0.1423633899539709) | > loss_disc_real_2: 0.23952828347682953 (0.22172655165195465) | > loss_disc_real_3: 0.21398286521434784 (0.25013936311006546) | > loss_disc_real_4: 0.14506874978542328 (0.24351537600159645) | > loss_disc_real_5: 0.19830761849880219 (0.2620477192103863) | > loss_0: 2.0385794639587402 (2.165237218141556) | > loss_gen: 2.6464316844940186 (2.650704085826874) | > loss_kl: 2.6796276569366455 (2.6010571718215942) | > loss_feat: 9.748058319091797 (7.738692045211792) | > loss_mel: 20.01335906982422 (20.43128728866577) | > loss_duration: 2.2538442611694336 (2.3038493990898132) | > loss_1: 37.3413200378418 (35.72559070587158)  --> STEP: 5 | > loss_disc: 2.0873682498931885 (2.1496634244918824) | > loss_disc_real_0: 0.04629451036453247 (0.059592210501432416) | > loss_disc_real_1: 0.14364349842071533 (0.14261941164731978) | > loss_disc_real_2: 0.17708511650562286 (0.2127982646226883) | > loss_disc_real_3: 0.25116556882858276 (0.2503446042537689) | > loss_disc_real_4: 0.21062161028385162 (0.23693662285804748) | > loss_disc_real_5: 0.223828986287117 (0.25440397262573244) | > loss_0: 2.0873682498931885 (2.1496634244918824) | > loss_gen: 2.5234408378601074 (2.6252514362335204) | > loss_kl: 1.55903160572052 (2.3926520586013793) | > loss_feat: 7.197540760040283 (7.63046178817749) | > loss_mel: 18.544382095336914 (20.05390625) | > loss_duration: 2.3989627361297607 (2.3228720664978026) | > loss_1: 32.223358154296875 (35.02514419555664)  --> STEP: 6 | > loss_disc: 2.4147605895996094 (2.19384628534317) | > loss_disc_real_0: 0.06287840008735657 (0.06013990876575311) | > loss_disc_real_1: 0.16644538938999176 (0.14659040793776512) | > loss_disc_real_2: 0.20346425473690033 (0.2112425963083903) | > loss_disc_real_3: 0.2653181552886963 (0.25284019609292346) | > loss_disc_real_4: 0.25337880849838257 (0.23967698713143668) | > loss_disc_real_5: 0.3136911392211914 (0.2642851670583089) | > loss_0: 2.4147605895996094 (2.19384628534317) | > loss_gen: 2.23976731300354 (2.561004082361857) | > loss_kl: 2.134483575820923 (2.34962397813797) | > loss_feat: 5.117938041687012 (7.211707830429077) | > loss_mel: 15.818347930908203 (19.3479798634847) | > loss_duration: 2.135658025741577 (2.291669726371765) | > loss_1: 27.446195602416992 (33.761986096700035)  --> STEP: 7 | > loss_disc: 2.2014851570129395 (2.1949375527245656) | > loss_disc_real_0: 0.05250081419944763 (0.05904860954199519) | > loss_disc_real_1: 0.16165053844451904 (0.1487418551530157) | > loss_disc_real_2: 0.2600770890712738 (0.21821895241737366) | > loss_disc_real_3: 0.21811653673648834 (0.24787967332771846) | > loss_disc_real_4: 0.23134511709213257 (0.23848671998296464) | > loss_disc_real_5: 0.220011368393898 (0.2579603386776788) | > loss_0: 2.2014851570129395 (2.1949375527245656) | > loss_gen: 2.3515586853027344 (2.531083311353411) | > loss_kl: 3.1992757320404053 (2.4710028001240323) | > loss_feat: 8.182360649108887 (7.350372518811907) | > loss_mel: 20.0783748626709 (19.452322006225586) | > loss_duration: 2.4499807357788086 (2.3142855848584856) | > loss_1: 36.26155090332031 (34.119066783360076)  --> STEP: 8 | > loss_disc: 1.9236350059509277 (2.161024734377861) | > loss_disc_real_0: 0.07965917885303497 (0.06162493070587516) | > loss_disc_real_1: 0.15844571590423584 (0.1499548377469182) | > loss_disc_real_2: 0.21672141551971436 (0.21803176030516624) | > loss_disc_real_3: 0.16456818580627441 (0.23746573738753796) | > loss_disc_real_4: 0.16347689926624298 (0.22911049239337444) | > loss_disc_real_5: 0.16781574487686157 (0.24669226445257667) | > loss_0: 1.9236350059509277 (2.161024734377861) | > loss_gen: 2.586937665939331 (2.538065105676651) | > loss_kl: 2.424513578414917 (2.4651916474103928) | > loss_feat: 11.181385040283203 (7.829249083995819) | > loss_mel: 19.80280876159668 (19.496132850646973) | > loss_duration: 2.1939697265625 (2.2992461025714874) | > loss_1: 38.189613342285156 (34.62788510322571)  --> STEP: 9 | > loss_disc: 2.4159860610961914 (2.189353770679898) | > loss_disc_real_0: 0.10236991941928864 (0.06615215167403221) | > loss_disc_real_1: 0.15995673835277557 (0.1510661600364579) | > loss_disc_real_2: 0.2635820508003235 (0.22309290369351706) | > loss_disc_real_3: 0.21886923909187317 (0.23539945979913077) | > loss_disc_real_4: 0.2211899310350418 (0.22823043002022636) | > loss_disc_real_5: 0.23787832260131836 (0.24571293758021462) | > loss_0: 2.4159860610961914 (2.189353770679898) | > loss_gen: 2.4294450283050537 (2.525996208190918) | > loss_kl: 1.9517415761947632 (2.4081416394975452) | > loss_feat: 10.16727066040039 (8.089029259151882) | > loss_mel: 21.554702758789062 (19.724862840440537) | > loss_duration: 2.086216926574707 (2.275576194127401) | > loss_1: 38.18937301635742 (35.02360598246256)  --> STEP: 10 | > loss_disc: 2.1007027626037598 (2.180488669872284) | > loss_disc_real_0: 0.1129787415266037 (0.07083481065928936) | > loss_disc_real_1: 0.18116456270217896 (0.15407600030303) | > loss_disc_real_2: 0.25806641578674316 (0.22659025490283966) | > loss_disc_real_3: 0.262240469455719 (0.2380835607647896) | > loss_disc_real_4: 0.24990646541118622 (0.23039803355932237) | > loss_disc_real_5: 0.2162097543478012 (0.24276261925697326) | > loss_0: 2.1007027626037598 (2.180488669872284) | > loss_gen: 2.8603134155273438 (2.5594279289245607) | > loss_kl: 2.067291498184204 (2.3740566253662108) | > loss_feat: 8.270267486572266 (8.107153081893921) | > loss_mel: 19.890241622924805 (19.741400718688965) | > loss_duration: 2.2742702960968018 (2.2754456043243407) | > loss_1: 35.36238098144531 (35.05748348236084)  --> STEP: 11 | > loss_disc: 2.394591808319092 (2.1999525915492666) | > loss_disc_real_0: 0.14417679607868195 (0.07750226387923415) | > loss_disc_real_1: 0.21422214806079865 (0.15954383191737262) | > loss_disc_real_2: 0.20777186751365662 (0.22487949241291394) | > loss_disc_real_3: 0.2621610760688782 (0.240272425792434) | > loss_disc_real_4: 0.23888249695301056 (0.231169348413294) | > loss_disc_real_5: 0.27178746461868286 (0.24540124156258322) | > loss_0: 2.394591808319092 (2.1999525915492666) | > loss_gen: 2.410059928894043 (2.545849019830877) | > loss_kl: 1.7735493183135986 (2.3194650519977915) | > loss_feat: 6.42889928817749 (7.954584555192427) | > loss_mel: 17.45703125 (19.53373076698997) | > loss_duration: 2.4072093963623047 (2.2874241308732466) | > loss_1: 30.47675132751465 (34.641053286465734)  --> STEP: 12 | > loss_disc: 2.3182289600372314 (2.20980895558993) | > loss_disc_real_0: 0.0508849062025547 (0.07528415073951085) | > loss_disc_real_1: 0.13557906448841095 (0.15754676796495914) | > loss_disc_real_2: 0.2186891734600067 (0.22436363250017166) | > loss_disc_real_3: 0.1993037313222885 (0.23685836791992188) | > loss_disc_real_4: 0.2104019969701767 (0.22943873579303423) | > loss_disc_real_5: 0.20074462890625 (0.24167985717455545) | > loss_0: 2.3182289600372314 (2.20980895558993) | > loss_gen: 2.199923515319824 (2.517021894454956) | > loss_kl: 2.110962152481079 (2.302089810371399) | > loss_feat: 7.127824783325195 (7.885687907536824) | > loss_mel: 20.379379272460938 (19.604201475779217) | > loss_duration: 2.20131254196167 (2.2802481651306152) | > loss_1: 34.01940155029297 (34.589248975118004)  --> STEP: 13 | > loss_disc: 2.2581021785736084 (2.213523818896367) | > loss_disc_real_0: 0.08452161401510239 (0.07599472483763328) | > loss_disc_real_1: 0.16898542642593384 (0.1584266647696495) | > loss_disc_real_2: 0.18259741365909576 (0.2211508464354735) | > loss_disc_real_3: 0.2753473222255707 (0.2398190567126641) | > loss_disc_real_4: 0.204930379986763 (0.22755347765409029) | > loss_disc_real_5: 0.2469317466020584 (0.24208384866897875) | > loss_0: 2.2581021785736084 (2.213523818896367) | > loss_gen: 2.413573741912842 (2.509064344259409) | > loss_kl: 2.644354820251465 (2.328417888054481) | > loss_feat: 6.948052883148193 (7.813562136430007) | > loss_mel: 17.410829544067383 (19.435480557955227) | > loss_duration: 2.152297019958496 (2.2704057693481445) | > loss_1: 31.569107055664062 (34.35693036592924)  --> STEP: 14 | > loss_disc: 2.431957483291626 (2.2291262234960283) | > loss_disc_real_0: 0.05564475059509277 (0.07454115524888039) | > loss_disc_real_1: 0.1460931897163391 (0.1575457022658416) | > loss_disc_real_2: 0.22875285148620605 (0.22169384679624013) | > loss_disc_real_3: 0.30466675758361816 (0.24445103534630366) | > loss_disc_real_4: 0.2564866244792938 (0.2296201309987477) | > loss_disc_real_5: 0.28060460090637207 (0.24483533097164972) | > loss_0: 2.431957483291626 (2.2291262234960283) | > loss_gen: 2.2912492752075195 (2.4935061250414168) | > loss_kl: 2.8159942626953125 (2.3632447719573975) | > loss_feat: 7.22175931930542 (7.771290506635394) | > loss_mel: 21.630962371826172 (19.59230068751744) | > loss_duration: 2.358560562133789 (2.2767025402614047) | > loss_1: 36.31852722167969 (34.49704442705427)  --> STEP: 15 | > loss_disc: 2.3380837440490723 (2.236390058199565) | > loss_disc_real_0: 0.08395256102085114 (0.07516858230034511) | > loss_disc_real_1: 0.20856797695159912 (0.16094718724489213) | > loss_disc_real_2: 0.16890840232372284 (0.21817481716473897) | > loss_disc_real_3: 0.18547698855400085 (0.24051943222681682) | > loss_disc_real_4: 0.22462573647499084 (0.22928717136383056) | > loss_disc_real_5: 0.19979806244373322 (0.24183284640312194) | > loss_0: 2.3380837440490723 (2.236390058199565) | > loss_gen: 2.1076278686523438 (2.467780907948812) | > loss_kl: 3.228167772293091 (2.4209063053131104) | > loss_feat: 6.927113056182861 (7.715012009938558) | > loss_mel: 16.36852264404297 (19.377382151285808) | > loss_duration: 2.291508674621582 (2.2776896158854165) | > loss_1: 30.92293930053711 (34.25877075195312)  --> STEP: 16 | > loss_disc: 2.251293182373047 (2.2373215034604073) | > loss_disc_real_0: 0.06944826245307922 (0.07481106230989099) | > loss_disc_real_1: 0.1282176375389099 (0.15890159038826823) | > loss_disc_real_2: 0.21787568926811218 (0.2181561216711998) | > loss_disc_real_3: 0.21191518008708954 (0.23873166646808386) | > loss_disc_real_4: 0.23893797397613525 (0.2298903465270996) | > loss_disc_real_5: 0.25408682227134705 (0.24259871989488602) | > loss_0: 2.251293182373047 (2.2373215034604073) | > loss_gen: 2.494662046432495 (2.469460979104042) | > loss_kl: 2.4381704330444336 (2.421985313296318) | > loss_feat: 7.496718883514404 (7.701368689537048) | > loss_mel: 19.372600555419922 (19.37708330154419) | > loss_duration: 2.332456588745117 (2.281112551689148) | > loss_1: 34.134605407714844 (34.25101041793823)  --> STEP: 17 | > loss_disc: 2.659515380859375 (2.2621564374250522) | > loss_disc_real_0: 0.1332050859928131 (0.07824600487947464) | > loss_disc_real_1: 0.18377196788787842 (0.16036455377059824) | > loss_disc_real_2: 0.28515851497650146 (0.22209743892445283) | > loss_disc_real_3: 0.32428205013275146 (0.24376404197777019) | > loss_disc_real_4: 0.29598549008369446 (0.23377829614807577) | > loss_disc_real_5: 0.3135475814342499 (0.246772182338378) | > loss_0: 2.659515380859375 (2.2621564374250522) | > loss_gen: 2.2778708934783936 (2.4581909740672394) | > loss_kl: 2.0437231063842773 (2.3997345952426685) | > loss_feat: 5.498077392578125 (7.5717633191277) | > loss_mel: 19.080232620239258 (19.359621496761548) | > loss_duration: 2.3121893405914307 (2.2829405980951645) | > loss_1: 31.21209144592285 (34.072250478407916)  --> STEP: 18 | > loss_disc: 2.1330764293670654 (2.2549853258662753) | > loss_disc_real_0: 0.07137151807546616 (0.07786408894591862) | > loss_disc_real_1: 0.09547825902700424 (0.15675975961817634) | > loss_disc_real_2: 0.18939641118049622 (0.2202807151608997) | > loss_disc_real_3: 0.23744797706604004 (0.24341314948267406) | > loss_disc_real_4: 0.21015970408916473 (0.23246615214480293) | > loss_disc_real_5: 0.22464591264724731 (0.2455429451333152) | > loss_0: 2.1330764293670654 (2.2549853258662753) | > loss_gen: 2.375833511352539 (2.453615559471978) | > loss_kl: 3.082437515258789 (2.437662535243564) | > loss_feat: 9.585599899291992 (7.6836431291368275) | > loss_mel: 20.47471809387207 (19.42157130771213) | > loss_duration: 2.2166876792907715 (2.2792598803838096) | > loss_1: 37.73527145385742 (34.27575164371066)  --> STEP: 19 | > loss_disc: 2.61466383934021 (2.273915773943851) | > loss_disc_real_0: 0.0941714495420456 (0.07872237108255688) | > loss_disc_real_1: 0.15400078892707825 (0.15661455063443436) | > loss_disc_real_2: 0.255454957485199 (0.22213199107270493) | > loss_disc_real_3: 0.2579236328601837 (0.24417685913412193) | > loss_disc_real_4: 0.26626116037368774 (0.23424483678842845) | > loss_disc_real_5: 0.29278966784477234 (0.24802961474970767) | > loss_0: 2.61466383934021 (2.273915773943851) | > loss_gen: 1.9887775182724 (2.4291503994088424) | > loss_kl: 2.167304754257202 (2.423433178349545) | > loss_feat: 7.1402668952941895 (7.655044379987214) | > loss_mel: 19.125043869018555 (19.40596460041247) | > loss_duration: 2.259204387664795 (2.2782043281354403) | > loss_1: 32.68059539794922 (34.19179605182848)  --> STEP: 20 | > loss_disc: 2.126983404159546 (2.2665691554546354) | > loss_disc_real_0: 0.06097860261797905 (0.07783518265932798) | > loss_disc_real_1: 0.1494465321302414 (0.1562561497092247) | > loss_disc_real_2: 0.19712026417255402 (0.22088140472769738) | > loss_disc_real_3: 0.227064311504364 (0.24332123175263404) | > loss_disc_real_4: 0.21880406141281128 (0.2334727980196476) | > loss_disc_real_5: 0.1930038034915924 (0.2452783241868019) | > loss_0: 2.126983404159546 (2.2665691554546354) | > loss_gen: 2.4917073249816895 (2.4322782456874847) | > loss_kl: 1.9041619300842285 (2.3974696159362794) | > loss_feat: 7.055914402008057 (7.625087881088257) | > loss_mel: 19.030946731567383 (19.38721370697022) | > loss_duration: 2.318840980529785 (2.2802361607551576) | > loss_1: 32.801570892333984 (34.12228479385376)  --> STEP: 21 | > loss_disc: 2.4625649452209473 (2.2759022883006503) | > loss_disc_real_0: 0.13877633213996887 (0.08073714215840612) | > loss_disc_real_1: 0.16309261322021484 (0.15658169559070043) | > loss_disc_real_2: 0.25731343030929565 (0.22261626308872587) | > loss_disc_real_3: 0.3669688105583191 (0.2492092116957619) | > loss_disc_real_4: 0.29664522409439087 (0.23648100878511155) | > loss_disc_real_5: 0.3020396828651428 (0.24798124602862767) | > loss_0: 2.4625649452209473 (2.2759022883006503) | > loss_gen: 2.672985553741455 (2.4437404984519597) | > loss_kl: 2.5873703956604004 (2.4065125102088567) | > loss_feat: 5.945981502532959 (7.545130434490385) | > loss_mel: 17.526172637939453 (19.29859270368304) | > loss_duration: 2.1612887382507324 (2.2745719977787564) | > loss_1: 30.893798828125 (33.968547366914294)  --> STEP: 22 | > loss_disc: 2.417750835418701 (2.2823499495332893) | > loss_disc_real_0: 0.07565511763095856 (0.08050614104352215) | > loss_disc_real_1: 0.13231562077999115 (0.15547869219021362) | > loss_disc_real_2: 0.31839555501937866 (0.2269698672673919) | > loss_disc_real_3: 0.29060810804367065 (0.25109097971157596) | > loss_disc_real_4: 0.3203783333301544 (0.24029452353715897) | > loss_disc_real_5: 0.4078220725059509 (0.2552467381412333) | > loss_0: 2.417750835418701 (2.2823499495332893) | > loss_gen: 2.769728660583496 (2.4585581421852116) | > loss_kl: 1.7020362615585327 (2.374490862542933) | > loss_feat: 7.034800052642822 (7.52193359895186) | > loss_mel: 19.66581916809082 (19.315284815701574) | > loss_duration: 2.144150733947754 (2.268643758513711) | > loss_1: 33.31653594970703 (33.938910484313965)  --> STEP: 23 | > loss_disc: 2.395552635192871 (2.2872718054315317) | > loss_disc_real_0: 0.1464100182056427 (0.0833715270070926) | > loss_disc_real_1: 0.22641250491142273 (0.15856277100417923) | > loss_disc_real_2: 0.2797686755657196 (0.22926546762818875) | > loss_disc_real_3: 0.24149185419082642 (0.25067362642806507) | > loss_disc_real_4: 0.20206721127033234 (0.23863246648207956) | > loss_disc_real_5: 0.2671397626399994 (0.25576382616291876) | > loss_0: 2.395552635192871 (2.2872718054315317) | > loss_gen: 2.481309175491333 (2.459547317546347) | > loss_kl: 2.373166084289551 (2.374433263488438) | > loss_feat: 7.077589988708496 (7.502614311549975) | > loss_mel: 16.94642448425293 (19.212290888247285) | > loss_duration: 2.2613015174865723 (2.268324530642966) | > loss_1: 31.13979148864746 (33.81720965841542)  --> STEP: 24 | > loss_disc: 2.381791591644287 (2.2912101298570633) | > loss_disc_real_0: 0.09797659516334534 (0.08398007151360314) | > loss_disc_real_1: 0.17495852708816528 (0.15924592750767866) | > loss_disc_real_2: 0.2825053930282593 (0.2314837978531917) | > loss_disc_real_3: 0.367465078830719 (0.2555399369448423) | > loss_disc_real_4: 0.27354761958122253 (0.24008726452787718) | > loss_disc_real_5: 0.3040817975997925 (0.2577770749727885) | > loss_0: 2.381791591644287 (2.2912101298570633) | > loss_gen: 2.915983200073242 (2.478565479318301) | > loss_kl: 2.6006758213043213 (2.3838600367307663) | > loss_feat: 7.711343765258789 (7.511311372121175) | > loss_mel: 17.8646240234375 (19.156138102213543) | > loss_duration: 2.407270908355713 (2.2741139630476637) | > loss_1: 33.49989700317383 (33.80398829778036)  --> STEP: 25 | > loss_disc: 2.6504898071289062 (2.305581316947937) | > loss_disc_real_0: 0.133655846118927 (0.08596710249781608) | > loss_disc_real_1: 0.20880933105945587 (0.16122846364974974) | > loss_disc_real_2: 0.2791190445423126 (0.23338920772075653) | > loss_disc_real_3: 0.29161733388900757 (0.25698303282260887) | > loss_disc_real_4: 0.23885522782802582 (0.2400379830598831) | > loss_disc_real_5: 0.3524262607097626 (0.26156304240226746) | > loss_0: 2.6504898071289062 (2.305581316947937) | > loss_gen: 2.3788440227508545 (2.4745766210556033) | > loss_kl: 2.386206865310669 (2.3839539098739624) | > loss_feat: 7.010029315948486 (7.491260089874268) | > loss_mel: 16.585628509521484 (19.05331771850586) | > loss_duration: 2.3525257110595703 (2.27725043296814) | > loss_1: 30.713233947753906 (33.6803581237793)  --> STEP: 26 | > loss_disc: 2.696983814239502 (2.3206352591514587) | > loss_disc_real_0: 0.06932950764894485 (0.08532719500362873) | > loss_disc_real_1: 0.22092652320861816 (0.1635245428635524) | > loss_disc_real_2: 0.25237900018692017 (0.23411958435407051) | > loss_disc_real_3: 0.23674564063549042 (0.2562046715846428) | > loss_disc_real_4: 0.2805290222167969 (0.2415953307197644) | > loss_disc_real_5: 0.29908064007759094 (0.26300602692824143) | > loss_0: 2.696983814239502 (2.3206352591514587) | > loss_gen: 1.9721254110336304 (2.455251574516297) | > loss_kl: 2.4481520652770996 (2.38642306969716) | > loss_feat: 4.725202560424805 (7.384873261818519) | > loss_mel: 8.88149642944336 (18.662093822772686) | > loss_duration: 2.270495653152466 (2.27699063374446) | > loss_1: 20.297473907470703 (33.16563180776743) --> EVAL PERFORMANCE | > avg_loader_time: 0.00245818724999061 (+0.00012095157916729334) | > avg_loss_disc: 2.3206352591514587 (+0.012431314358344103) | > avg_loss_disc_real_0: 0.08532719500362873 (-0.01112949676238574) | > avg_loss_disc_real_1: 0.1635245428635524 (-0.03679038842137042) | > avg_loss_disc_real_2: 0.23411958435407051 (+0.018388360738754272) | > avg_loss_disc_real_3: 0.2562046715846428 (-0.0021651765474907103) | > avg_loss_disc_real_4: 0.2415953307197644 (+0.025883102359680027) | > avg_loss_disc_real_5: 0.26300602692824143 (+0.019423297964609593) | > avg_loss_0: 2.3206352591514587 (+0.012431314358344103) | > avg_loss_gen: 2.455251574516297 (+0.00022282508703463932) | > avg_loss_kl: 2.38642306969716 (+0.17053556442260698) | > avg_loss_feat: 7.384873261818519 (-0.15282966540410037) | > avg_loss_mel: 18.662093822772686 (-0.4258666405311011) | > avg_loss_duration: 2.27699063374446 (-0.0038270675219020944) | > avg_loss_1: 33.16563180776743 (-0.41176561208871476)  > EPOCH: 225/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:49:24)   --> TIME: 2024-06-11 00:49:34 -- STEP: 24/330 -- GLOBAL_STEP: 162275 | > loss_disc: 2.362978935241699 (2.3136134246985116) | > loss_disc_real_0: 0.10095741599798203 (0.11779474777479966) | > loss_disc_real_1: 0.26264452934265137 (0.20193467537562051) | > loss_disc_real_2: 0.26023054122924805 (0.21181569496790567) | > loss_disc_real_3: 0.25134211778640747 (0.22493447363376617) | > loss_disc_real_4: 0.22540593147277832 (0.22120120065907636) | > loss_disc_real_5: 0.21423710882663727 (0.2164140809327364) | > loss_0: 2.362978935241699 (2.3136134246985116) | > grad_norm_0: tensor(6.4151, device='cuda:0') (tensor(10.5001, device='cuda:0')) | > loss_gen: 2.5714900493621826 (2.5631584425767264) | > loss_kl: 1.7999294996261597 (1.7252599149942398) | > loss_feat: 6.676443099975586 (7.179726799329122) | > loss_mel: 18.59792709350586 (19.12989870707194) | > loss_duration: 2.042447805404663 (2.1390869766473775) | > loss_1: 31.688236236572266 (32.737131436665855) | > grad_norm_1: tensor(84.7899, device='cuda:0') (tensor(102.4040, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3577 (0.34865619738896686) | > loader_time: 0.0037 (0.00326042373975118)  --> TIME: 2024-06-11 00:49:43 -- STEP: 49/330 -- GLOBAL_STEP: 162300 | > loss_disc: 2.2386929988861084 (2.309481246130807) | > loss_disc_real_0: 0.1167679876089096 (0.11498108855923828) | > loss_disc_real_1: 0.22626595199108124 (0.20459921384344296) | > loss_disc_real_2: 0.21021141111850739 (0.2113717654529883) | > loss_disc_real_3: 0.21188083291053772 (0.2237806073865112) | > loss_disc_real_4: 0.24190649390220642 (0.22165058674860974) | > loss_disc_real_5: 0.1901872754096985 (0.21475987774985178) | > loss_0: 2.2386929988861084 (2.309481246130807) | > grad_norm_0: tensor(14.1243, device='cuda:0') (tensor(11.8379, device='cuda:0')) | > loss_gen: 2.6598942279815674 (2.5542508290738475) | > loss_kl: 1.8769657611846924 (1.7404817683356149) | > loss_feat: 7.427783489227295 (7.277054991040911) | > loss_mel: 19.212560653686523 (19.167503512635527) | > loss_duration: 1.998903512954712 (2.0870825052261357) | > loss_1: 33.176109313964844 (32.826374015029586) | > grad_norm_1: tensor(298.6985, device='cuda:0') (tensor(118.8765, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3667 (0.3564619336809431) | > loader_time: 0.0037 (0.0033683679541762993)  --> TIME: 2024-06-11 00:49:52 -- STEP: 74/330 -- GLOBAL_STEP: 162325 | > loss_disc: 2.320916175842285 (2.313230923704199) | > loss_disc_real_0: 0.09847629070281982 (0.11404336747285482) | > loss_disc_real_1: 0.2535620629787445 (0.2043524583851969) | > loss_disc_real_2: 0.25121191143989563 (0.2143978979941961) | > loss_disc_real_3: 0.22570745646953583 (0.22532039578701998) | > loss_disc_real_4: 0.23835130035877228 (0.22460463502117106) | > loss_disc_real_5: 0.22543269395828247 (0.21640334681079193) | > loss_0: 2.320916175842285 (2.313230923704199) | > grad_norm_0: tensor(15.1114, device='cuda:0') (tensor(11.5582, device='cuda:0')) | > loss_gen: 2.540626049041748 (2.5598332914146216) | > loss_kl: 1.7194709777832031 (1.7454143520948049) | > loss_feat: 7.321025371551514 (7.334599146971831) | > loss_mel: 19.213703155517578 (19.1682773538538) | > loss_duration: 1.9797918796539307 (2.067940914953077) | > loss_1: 32.774620056152344 (32.876065460411276) | > grad_norm_1: tensor(123.0508, device='cuda:0') (tensor(129.5630, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.346 (0.3573701317245896) | > loader_time: 0.0035 (0.0034758464710132496)  --> TIME: 2024-06-11 00:50:01 -- STEP: 99/330 -- GLOBAL_STEP: 162350 | > loss_disc: 2.319601535797119 (2.305091330499359) | > loss_disc_real_0: 0.1372317373752594 (0.11369548023048073) | > loss_disc_real_1: 0.22240251302719116 (0.2036236682624528) | > loss_disc_real_2: 0.23452049493789673 (0.21411783090143494) | > loss_disc_real_3: 0.2690486013889313 (0.2230630164796656) | > loss_disc_real_4: 0.23028717935085297 (0.22120600863538606) | > loss_disc_real_5: 0.21858735382556915 (0.2146880587544104) | > loss_0: 2.319601535797119 (2.305091330499359) | > grad_norm_0: tensor(31.6149, device='cuda:0') (tensor(12.7858, device='cuda:0')) | > loss_gen: 2.5945563316345215 (2.560324794114239) | > loss_kl: 1.6456148624420166 (1.7340320264450226) | > loss_feat: 7.591447353363037 (7.382611188021573) | > loss_mel: 18.97136688232422 (19.151547094788214) | > loss_duration: 2.0386524200439453 (2.061437229917508) | > loss_1: 32.841636657714844 (32.88995261144158) | > grad_norm_1: tensor(383.5084, device='cuda:0') (tensor(144.2800, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3897 (0.3586977708219278) | > loader_time: 0.0036 (0.003531111611260308)  --> TIME: 2024-06-11 00:50:11 -- STEP: 124/330 -- GLOBAL_STEP: 162375 | > loss_disc: 2.391984462738037 (2.2983686750934957) | > loss_disc_real_0: 0.10070054978132248 (0.11337812995958713) | > loss_disc_real_1: 0.15313482284545898 (0.20258944373457663) | > loss_disc_real_2: 0.19327445328235626 (0.21325510463887645) | > loss_disc_real_3: 0.24138662219047546 (0.22278305659851722) | > loss_disc_real_4: 0.24174752831459045 (0.22006976652529933) | > loss_disc_real_5: 0.20198270678520203 (0.21274323244729348) | > loss_0: 2.391984462738037 (2.2983686750934957) | > grad_norm_0: tensor(25.5386, device='cuda:0') (tensor(14.1794, device='cuda:0')) | > loss_gen: 2.4625744819641113 (2.5652425269926753) | > loss_kl: 1.798965573310852 (1.7403667098091495) | > loss_feat: 7.603662967681885 (7.426567377582673) | > loss_mel: 19.460023880004883 (19.125613781713664) | > loss_duration: 2.0723912715911865 (2.0609866419146137) | > loss_1: 33.39761734008789 (32.918777235092634) | > grad_norm_1: tensor(267.4901, device='cuda:0') (tensor(171.4062, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.363 (0.35996252106082055) | > loader_time: 0.0038 (0.003620334209934358)  --> TIME: 2024-06-11 00:50:20 -- STEP: 149/330 -- GLOBAL_STEP: 162400 | > loss_disc: 2.2346389293670654 (2.2942375032693727) | > loss_disc_real_0: 0.07105374336242676 (0.11278834964004938) | > loss_disc_real_1: 0.1917736977338791 (0.20106301651705027) | > loss_disc_real_2: 0.1995806246995926 (0.21314741031035478) | > loss_disc_real_3: 0.18363352119922638 (0.2226244778241087) | > loss_disc_real_4: 0.17217034101486206 (0.21937696165686482) | > loss_disc_real_5: 0.15720044076442719 (0.21272341486991653) | > loss_0: 2.2346389293670654 (2.2942375032693727) | > grad_norm_0: tensor(8.1610, device='cuda:0') (tensor(16.1103, device='cuda:0')) | > loss_gen: 2.690981149673462 (2.5774074800862565) | > loss_kl: 1.9416643381118774 (1.7487494473489338) | > loss_feat: 7.536438941955566 (7.468726478167028) | > loss_mel: 18.92346954345703 (19.08863095789147) | > loss_duration: 2.084609031677246 (2.0620792376115014) | > loss_1: 33.177162170410156 (32.94559376351784) | > grad_norm_1: tensor(387.8173, device='cuda:0') (tensor(190.7404, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3924 (0.3621302851094495) | > loader_time: 0.0042 (0.0037070232749785354)  --> TIME: 2024-06-11 00:50:30 -- STEP: 174/330 -- GLOBAL_STEP: 162425 | > loss_disc: 2.3830885887145996 (2.2970101120828192) | > loss_disc_real_0: 0.10709977149963379 (0.11350541416255908) | > loss_disc_real_1: 0.21220716834068298 (0.20072819009937085) | > loss_disc_real_2: 0.20479600131511688 (0.21413538270983204) | > loss_disc_real_3: 0.21451807022094727 (0.22405330357195316) | > loss_disc_real_4: 0.2140914648771286 (0.21938954961710957) | > loss_disc_real_5: 0.22134220600128174 (0.21339029553292813) | > loss_0: 2.3830885887145996 (2.2970101120828192) | > grad_norm_0: tensor(24.9710, device='cuda:0') (tensor(18.6418, device='cuda:0')) | > loss_gen: 2.329589366912842 (2.5861046999350368) | > loss_kl: 1.8085238933563232 (1.7610190127087735) | > loss_feat: 7.68748140335083 (7.482415360965948) | > loss_mel: 19.09485626220703 (19.06424077351888) | > loss_duration: 2.1371963024139404 (2.06500383629196) | > loss_1: 33.057647705078125 (32.95878385127275) | > grad_norm_1: tensor(252.6382, device='cuda:0') (tensor(208.9011, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3855 (0.36433345970066106) | > loader_time: 0.0043 (0.003813014633354099)  --> TIME: 2024-06-11 00:50:40 -- STEP: 199/330 -- GLOBAL_STEP: 162450 | > loss_disc: 2.3855416774749756 (2.296700150523352) | > loss_disc_real_0: 0.16941434144973755 (0.11485377208671378) | > loss_disc_real_1: 0.24001550674438477 (0.20041441894955367) | > loss_disc_real_2: 0.24066703021526337 (0.21438688938342146) | > loss_disc_real_3: 0.28541579842567444 (0.22421002717473398) | > loss_disc_real_4: 0.2776677906513214 (0.2197278681112893) | > loss_disc_real_5: 0.2575872242450714 (0.21342299039938942) | > loss_0: 2.3855416774749756 (2.296700150523352) | > grad_norm_0: tensor(34.9996, device='cuda:0') (tensor(21.3377, device='cuda:0')) | > loss_gen: 2.5549817085266113 (2.5919430184004906) | > loss_kl: 1.6421124935150146 (1.7774289013752387) | > loss_feat: 6.413571357727051 (7.493065012160258) | > loss_mel: 18.54446792602539 (19.05044789529925) | > loss_duration: 2.1709144115448 (2.07098087713347) | > loss_1: 31.326045989990234 (32.98386586251568) | > grad_norm_1: tensor(312.8422, device='cuda:0') (tensor(227.9230, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3868 (0.3673079373249456) | > loader_time: 0.0047 (0.00393213818420717)  --> TIME: 2024-06-11 00:50:50 -- STEP: 224/330 -- GLOBAL_STEP: 162475 | > loss_disc: 2.3513834476470947 (2.297793723642824) | > loss_disc_real_0: 0.09261804074048996 (0.11484220065176487) | > loss_disc_real_1: 0.22544696927070618 (0.20061388724882684) | > loss_disc_real_2: 0.25656336545944214 (0.21436495373823813) | > loss_disc_real_3: 0.22786957025527954 (0.22401515341230802) | > loss_disc_real_4: 0.23839175701141357 (0.21969035241220675) | > loss_disc_real_5: 0.21281836926937103 (0.21335877584559576) | > loss_0: 2.3513834476470947 (2.297793723642824) | > grad_norm_0: tensor(19.2833, device='cuda:0') (tensor(21.7034, device='cuda:0')) | > loss_gen: 2.602640151977539 (2.588538619024414) | > loss_kl: 1.7586205005645752 (1.7806584467845303) | > loss_feat: 7.558055400848389 (7.488836518355778) | > loss_mel: 19.33079719543457 (19.00235857282366) | > loss_duration: 2.1808905601501465 (2.0766745869602476) | > loss_1: 33.43100357055664 (32.93706690413608) | > grad_norm_1: tensor(62.4880, device='cuda:0') (tensor(236.5752, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.3964 (0.3707458195941788) | > loader_time: 0.0052 (0.004065756286893571)  --> TIME: 2024-06-11 00:51:00 -- STEP: 249/330 -- GLOBAL_STEP: 162500 | > loss_disc: 2.4152047634124756 (2.302025917543463) | > loss_disc_real_0: 0.14666682481765747 (0.11607452356312649) | > loss_disc_real_1: 0.22589413821697235 (0.20045106112956998) | > loss_disc_real_2: 0.25112709403038025 (0.214543988008097) | > loss_disc_real_3: 0.25808092951774597 (0.2241811442925748) | > loss_disc_real_4: 0.2507207691669464 (0.21978398433411453) | > loss_disc_real_5: 0.23221275210380554 (0.21354296306769052) | > loss_0: 2.4152047634124756 (2.302025917543463) | > grad_norm_0: tensor(46.0138, device='cuda:0') (tensor(21.3125, device='cuda:0')) | > loss_gen: 2.5114364624023438 (2.5772487810816638) | > loss_kl: 1.7725613117218018 (1.782019664484813) | > loss_feat: 6.206027507781982 (7.451261734866713) | > loss_mel: 17.298124313354492 (18.966492740983465) | > loss_duration: 2.123595952987671 (2.083825096069092) | > loss_1: 29.911746978759766 (32.8608481625476) | > grad_norm_1: tensor(229.6936, device='cuda:0') (tensor(233.1192, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.4146 (0.375222416766676) | > loader_time: 0.0054 (0.004183087482988593) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_162500.pth  --> TIME: 2024-06-11 00:51:16 -- STEP: 274/330 -- GLOBAL_STEP: 162525 | > loss_disc: 2.3238070011138916 (2.306632333428319) | > loss_disc_real_0: 0.12031993269920349 (0.11718526882303022) | > loss_disc_real_1: 0.19276945292949677 (0.20156615923573498) | > loss_disc_real_2: 0.21813273429870605 (0.2151380874706011) | > loss_disc_real_3: 0.20855651795864105 (0.22439770362455477) | > loss_disc_real_4: 0.22775256633758545 (0.22014206751202142) | > loss_disc_real_5: 0.2213972955942154 (0.21359140986073627) | > loss_0: 2.3238070011138916 (2.306632333428319) | > grad_norm_0: tensor(30.5755, device='cuda:0') (tensor(21.4198, device='cuda:0')) | > loss_gen: 2.445880889892578 (2.5720198989784633) | > loss_kl: 1.785754919052124 (1.7852598063267062) | > loss_feat: 7.850931167602539 (7.450137717880472) | > loss_mel: 17.63349723815918 (18.936410750785885) | > loss_duration: 2.1548523902893066 (2.0909152718356063) | > loss_1: 31.87091636657715 (32.83474361113383) | > grad_norm_1: tensor(421.5027, device='cuda:0') (tensor(232.7427, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.4508 (0.38121516600142424) | > loader_time: 0.0057 (0.004339242503590827)  --> TIME: 2024-06-11 00:51:28 -- STEP: 299/330 -- GLOBAL_STEP: 162550 | > loss_disc: 2.333101511001587 (2.3083507201344666) | > loss_disc_real_0: 0.11971848458051682 (0.11735384766772439) | > loss_disc_real_1: 0.21163517236709595 (0.20190114595220235) | > loss_disc_real_2: 0.22169043123722076 (0.21524771245626306) | > loss_disc_real_3: 0.19346517324447632 (0.22400978695987458) | > loss_disc_real_4: 0.21704287827014923 (0.22014301641529616) | > loss_disc_real_5: 0.1923830807209015 (0.2132950266169067) | > loss_0: 2.333101511001587 (2.3083507201344666) | > grad_norm_0: tensor(13.2183, device='cuda:0') (tensor(21.9335, device='cuda:0')) | > loss_gen: 2.5352258682250977 (2.5688149817412516) | > loss_kl: 1.706476092338562 (1.7819448697527116) | > loss_feat: 7.192811489105225 (7.451448265126716) | > loss_mel: 17.97949981689453 (18.884579183265913) | > loss_duration: 2.2685179710388184 (2.100571263195281) | > loss_1: 31.682531356811523 (32.78735870182709) | > grad_norm_1: tensor(383.1380, device='cuda:0') (tensor(239.6798, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.475 (0.3882373423879361) | > loader_time: 0.0066 (0.0045197536315407655)  --> TIME: 2024-06-11 00:51:42 -- STEP: 324/330 -- GLOBAL_STEP: 162575 | > loss_disc: 2.4433932304382324 (2.311668794096251) | > loss_disc_real_0: 0.10458613187074661 (0.11905476848744316) | > loss_disc_real_1: 0.19607821106910706 (0.20187997946768627) | > loss_disc_real_2: 0.21939517557621002 (0.2151436639696728) | > loss_disc_real_3: 0.2243473380804062 (0.2239878810942173) | > loss_disc_real_4: 0.19123537838459015 (0.21985502504272222) | > loss_disc_real_5: 0.23201121389865875 (0.21385518516655325) | > loss_0: 2.4433932304382324 (2.311668794096251) | > grad_norm_0: tensor(10.7901, device='cuda:0') (tensor(23.6117, device='cuda:0')) | > loss_gen: 2.7020914554595947 (2.5676015379988115) | > loss_kl: 1.993447184562683 (1.787397946840451) | > loss_feat: 9.035762786865234 (7.496111120706723) | > loss_mel: 17.81995391845703 (18.845716935616945) | > loss_duration: 2.2978157997131348 (2.1142214176095564) | > loss_1: 33.84907150268555 (32.81104906105697) | > grad_norm_1: tensor(459.4449, device='cuda:0') (tensor(251.6695, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.5976 (0.40068671659187033) | > loader_time: 0.0092 (0.0047720236542784155)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3488502502441406 (2.3488502502441406) | > loss_disc_real_0: 0.18076643347740173 (0.18076643347740173) | > loss_disc_real_1: 0.26181867718696594 (0.26181867718696594) | > loss_disc_real_2: 0.225561261177063 (0.225561261177063) | > loss_disc_real_3: 0.21387994289398193 (0.21387994289398193) | > loss_disc_real_4: 0.24370448291301727 (0.24370448291301727) | > loss_disc_real_5: 0.18239465355873108 (0.18239465355873108) | > loss_0: 2.3488502502441406 (2.3488502502441406) | > loss_gen: 2.5055196285247803 (2.5055196285247803) | > loss_kl: 2.300654649734497 (2.300654649734497) | > loss_feat: 7.188085079193115 (7.188085079193115) | > loss_mel: 18.8353214263916 (18.8353214263916) | > loss_duration: 2.8227646350860596 (2.8227646350860596) | > loss_1: 33.652347564697266 (33.652347564697266)  --> STEP: 1 | > loss_disc: 2.2847795486450195 (2.2847795486450195) | > loss_disc_real_0: 0.10336004197597504 (0.10336004197597504) | > loss_disc_real_1: 0.1552395075559616 (0.1552395075559616) | > loss_disc_real_2: 0.16391654312610626 (0.16391654312610626) | > loss_disc_real_3: 0.252240389585495 (0.252240389585495) | > loss_disc_real_4: 0.17693880200386047 (0.17693880200386047) | > loss_disc_real_5: 0.23882071673870087 (0.23882071673870087) | > loss_0: 2.2847795486450195 (2.2847795486450195) | > loss_gen: 2.113461494445801 (2.113461494445801) | > loss_kl: 2.635655164718628 (2.635655164718628) | > loss_feat: 5.236117362976074 (5.236117362976074) | > loss_mel: 18.914443969726562 (18.914443969726562) | > loss_duration: 2.348595380783081 (2.348595380783081) | > loss_1: 31.248271942138672 (31.248271942138672)  --> STEP: 2 | > loss_disc: 2.215496301651001 (2.2501379251480103) | > loss_disc_real_0: 0.17219789326190948 (0.13777896761894226) | > loss_disc_real_1: 0.1545039713382721 (0.15487173944711685) | > loss_disc_real_2: 0.261616051197052 (0.21276629716157913) | > loss_disc_real_3: 0.24693500995635986 (0.24958769977092743) | > loss_disc_real_4: 0.2777714729309082 (0.22735513746738434) | > loss_disc_real_5: 0.25254690647125244 (0.24568381160497665) | > loss_0: 2.215496301651001 (2.2501379251480103) | > loss_gen: 2.8904685974121094 (2.501965045928955) | > loss_kl: 2.6057870388031006 (2.6207211017608643) | > loss_feat: 7.189866542816162 (6.212991952896118) | > loss_mel: 19.545944213867188 (19.230194091796875) | > loss_duration: 2.429873466491699 (2.38923442363739) | > loss_1: 34.66194152832031 (32.95510673522949)  --> STEP: 3 | > loss_disc: 2.2508671283721924 (2.2503809928894043) | > loss_disc_real_0: 0.05966489762067795 (0.11174094428618749) | > loss_disc_real_1: 0.13443787395954132 (0.14806045095125833) | > loss_disc_real_2: 0.12253784388303757 (0.18269014606873193) | > loss_disc_real_3: 0.2100517898797989 (0.23640906314055124) | > loss_disc_real_4: 0.18837952613830566 (0.21436326702435812) | > loss_disc_real_5: 0.19917383790016174 (0.23018048703670502) | > loss_0: 2.2508671283721924 (2.2503809928894043) | > loss_gen: 1.992547631263733 (2.332159241040548) | > loss_kl: 2.2877109050750732 (2.5097177028656006) | > loss_feat: 8.385673522949219 (6.937219142913818) | > loss_mel: 21.76759910583496 (20.075995763142902) | > loss_duration: 2.185332775115967 (2.3212672074635825) | > loss_1: 36.61886215209961 (34.17635854085287)  --> STEP: 4 | > loss_disc: 2.5026049613952637 (2.313436985015869) | > loss_disc_real_0: 0.0780632346868515 (0.10332151688635349) | > loss_disc_real_1: 0.19182419776916504 (0.15900138765573502) | > loss_disc_real_2: 0.2339521199464798 (0.1955056395381689) | > loss_disc_real_3: 0.2859388589859009 (0.24879151210188866) | > loss_disc_real_4: 0.250163197517395 (0.22331324964761734) | > loss_disc_real_5: 0.22097444534301758 (0.22787897661328316) | > loss_0: 2.5026049613952637 (2.313436985015869) | > loss_gen: 2.2135238647460938 (2.302500396966934) | > loss_kl: 2.7425954341888428 (2.567937135696411) | > loss_feat: 7.3775315284729 (7.047297239303589) | > loss_mel: 19.45091438293457 (19.91972541809082) | > loss_duration: 2.2615880966186523 (2.30634742975235) | > loss_1: 34.0461540222168 (34.14380741119385)  --> STEP: 5 | > loss_disc: 2.3984742164611816 (2.3304444313049317) | > loss_disc_real_0: 0.15927864611148834 (0.11451294273138046) | > loss_disc_real_1: 0.2472926378250122 (0.17665963768959045) | > loss_disc_real_2: 0.24571292102336884 (0.2055470958352089) | > loss_disc_real_3: 0.2698349356651306 (0.25300019681453706) | > loss_disc_real_4: 0.2385680079460144 (0.22636420130729676) | > loss_disc_real_5: 0.13810816407203674 (0.20992481410503389) | > loss_0: 2.3984742164611816 (2.3304444313049317) | > loss_gen: 2.350496530532837 (2.3120996236801146) | > loss_kl: 1.7728972434997559 (2.40892915725708) | > loss_feat: 6.122363567352295 (6.86231050491333) | > loss_mel: 19.066242218017578 (19.749028778076173) | > loss_duration: 2.3789801597595215 (2.320873975753784) | > loss_1: 31.69097900390625 (33.65324172973633)  --> STEP: 6 | > loss_disc: 2.271782875061035 (2.3206675052642822) | > loss_disc_real_0: 0.06603403389453888 (0.10643312459190686) | > loss_disc_real_1: 0.18225379288196564 (0.17759199688831964) | > loss_disc_real_2: 0.23069967329502106 (0.2097391920785109) | > loss_disc_real_3: 0.32621511816978455 (0.2652026837070783) | > loss_disc_real_4: 0.23620741069316864 (0.22800473620494208) | > loss_disc_real_5: 0.18477903306484222 (0.20573385059833527) | > loss_0: 2.271782875061035 (2.3206675052642822) | > loss_gen: 2.3674135208129883 (2.3213186065355935) | > loss_kl: 2.4455389976501465 (2.4150307973225913) | > loss_feat: 5.379492282867432 (6.615174134572347) | > loss_mel: 19.349834442138672 (19.682496388753254) | > loss_duration: 2.1958327293395996 (2.300033768018087) | > loss_1: 31.73811149597168 (33.33405335744222)  --> STEP: 7 | > loss_disc: 2.3462390899658203 (2.3243205887930736) | > loss_disc_real_0: 0.07670899480581284 (0.10218682033675057) | > loss_disc_real_1: 0.17707720398902893 (0.17751845504556382) | > loss_disc_real_2: 0.23718146979808807 (0.21365951746702194) | > loss_disc_real_3: 0.2515641748905182 (0.26325432530471254) | > loss_disc_real_4: 0.28058922290802 (0.2355168057339532) | > loss_disc_real_5: 0.19561812281608582 (0.2042887466294425) | > loss_0: 2.3462390899658203 (2.3243205887930736) | > loss_gen: 2.3705406188964844 (2.3283503225871494) | > loss_kl: 3.592391014099121 (2.5832251140049527) | > loss_feat: 5.457437515258789 (6.449783188956125) | > loss_mel: 18.91617774963379 (19.573022297450475) | > loss_duration: 2.4129960536956787 (2.3161712374006) | > loss_1: 32.749542236328125 (33.25055176871164)  --> STEP: 8 | > loss_disc: 2.646958589553833 (2.3646503388881683) | > loss_disc_real_0: 0.2942071259021759 (0.12618935853242874) | > loss_disc_real_1: 0.23283910751342773 (0.18443353660404682) | > loss_disc_real_2: 0.24613478779792786 (0.21771892625838518) | > loss_disc_real_3: 0.34593603014945984 (0.273589538410306) | > loss_disc_real_4: 0.23296135663986206 (0.2351973745971918) | > loss_disc_real_5: 0.25057122111320496 (0.2100740559399128) | > loss_0: 2.646958589553833 (2.3646503388881683) | > loss_gen: 2.536445140838623 (2.3543621748685837) | > loss_kl: 2.4745428562164307 (2.5696398317813873) | > loss_feat: 6.813132286071777 (6.495201826095581) | > loss_mel: 19.095849990844727 (19.513375759124756) | > loss_duration: 2.165616512298584 (2.297351896762848) | > loss_1: 33.08558654785156 (33.229931116104126)  --> STEP: 9 | > loss_disc: 2.4717648029327393 (2.376551946004232) | > loss_disc_real_0: 0.25164180994033813 (0.14012851979997423) | > loss_disc_real_1: 0.23413501679897308 (0.18995592329237196) | > loss_disc_real_2: 0.2152342051267624 (0.2174428461326493) | > loss_disc_real_3: 0.21463173627853394 (0.26703867150677574) | > loss_disc_real_4: 0.22572258114814758 (0.23414461976952022) | > loss_disc_real_5: 0.19401109218597412 (0.20828928218947518) | > loss_0: 2.4717648029327393 (2.376551946004232) | > loss_gen: 2.480933427810669 (2.368425647417704) | > loss_kl: 2.3652844429016113 (2.5469336774614124) | > loss_feat: 8.637578964233398 (6.7332437303331165) | > loss_mel: 18.903348922729492 (19.445594999525284) | > loss_duration: 2.1656134128570557 (2.282714287439982) | > loss_1: 34.55276107788086 (33.37691222296821)  --> STEP: 10 | > loss_disc: 2.2140395641326904 (2.3603007078170775) | > loss_disc_real_0: 0.09137839078903198 (0.13525350689888) | > loss_disc_real_1: 0.1987718790769577 (0.19083751887083053) | > loss_disc_real_2: 0.2213737964630127 (0.21783594116568566) | > loss_disc_real_3: 0.2285870462656021 (0.26319350898265836) | > loss_disc_real_4: 0.19696947932243347 (0.23042710572481157) | > loss_disc_real_5: 0.17820428311824799 (0.20528078228235244) | > loss_0: 2.2140395641326904 (2.3603007078170775) | > loss_gen: 2.3959619998931885 (2.3711792826652527) | > loss_kl: 2.216836929321289 (2.5139240026474) | > loss_feat: 7.501899719238281 (6.810109329223633) | > loss_mel: 16.800016403198242 (19.181037139892577) | > loss_duration: 2.3062047958374023 (2.2850633382797243) | > loss_1: 31.22092056274414 (33.1613130569458)  --> STEP: 11 | > loss_disc: 2.57649564743042 (2.379954793236472) | > loss_disc_real_0: 0.15163449943065643 (0.13674268803813242) | > loss_disc_real_1: 0.19715945422649384 (0.19141224026679993) | > loss_disc_real_2: 0.2678803503513336 (0.22238543290983548) | > loss_disc_real_3: 0.2603323459625244 (0.2629334032535553) | > loss_disc_real_4: 0.33085736632347107 (0.23955712941559879) | > loss_disc_real_5: 0.24944613873958588 (0.20929581468755548) | > loss_0: 2.57649564743042 (2.379954793236472) | > loss_gen: 2.2855467796325684 (2.3633945096622813) | > loss_kl: 2.8710079193115234 (2.546386176889593) | > loss_feat: 6.411073684692383 (6.773833361538974) | > loss_mel: 18.51711654663086 (19.120680722323332) | > loss_duration: 2.4124534130096436 (2.296644254164262) | > loss_1: 32.49720001220703 (33.100939143787734)  --> STEP: 12 | > loss_disc: 2.151449203491211 (2.3609126607577005) | > loss_disc_real_0: 0.05405684933066368 (0.12985220147917667) | > loss_disc_real_1: 0.2042829543352127 (0.192484799772501) | > loss_disc_real_2: 0.21255172789096832 (0.22156595749159655) | > loss_disc_real_3: 0.2646407186985016 (0.26307567954063416) | > loss_disc_real_4: 0.2606724798679352 (0.24131674195329347) | > loss_disc_real_5: 0.2152830958366394 (0.20979475478331247) | > loss_0: 2.151449203491211 (2.3609126607577005) | > loss_gen: 2.8537397384643555 (2.4042566120624542) | > loss_kl: 1.7808316946029663 (2.482589970032374) | > loss_feat: 7.827988624572754 (6.861679633458455) | > loss_mel: 19.348751068115234 (19.139686584472656) | > loss_duration: 2.181945323944092 (2.287086009979248) | > loss_1: 33.993255615234375 (33.17529884974162)  --> STEP: 13 | > loss_disc: 2.2525346279144287 (2.352575889000526) | > loss_disc_real_0: 0.11301390826702118 (0.12855694815516472) | > loss_disc_real_1: 0.16598010063171387 (0.19044597676167122) | > loss_disc_real_2: 0.16217221319675446 (0.21699720793045485) | > loss_disc_real_3: 0.19886980950832367 (0.25813676646122563) | > loss_disc_real_4: 0.19332681596279144 (0.23762520918479332) | > loss_disc_real_5: 0.16907788813114166 (0.20666268811776087) | > loss_0: 2.2525346279144287 (2.352575889000526) | > loss_gen: 2.092383861541748 (2.3802664004839382) | > loss_kl: 1.8977582454681396 (2.4376029142966638) | > loss_feat: 8.586652755737305 (6.994369873633752) | > loss_mel: 16.040334701538086 (18.901274901169998) | > loss_duration: 2.1460957527160645 (2.2762406055743876) | > loss_1: 30.763225555419922 (32.98975475017841)  --> STEP: 14 | > loss_disc: 2.470353603363037 (2.360988582883562) | > loss_disc_real_0: 0.09998829662799835 (0.12651633018893854) | > loss_disc_real_1: 0.1920425444841385 (0.19056001731327601) | > loss_disc_real_2: 0.1518450230360031 (0.212343480437994) | > loss_disc_real_3: 0.38702255487442017 (0.2673428942050252) | > loss_disc_real_4: 0.2752907872200012 (0.2403156076158796) | > loss_disc_real_5: 0.32906976342201233 (0.2154060506394931) | > loss_0: 2.470353603363037 (2.360988582883562) | > loss_gen: 2.482247829437256 (2.387550788266318) | > loss_kl: 2.9459168910980225 (2.4739110554967607) | > loss_feat: 7.630775451660156 (7.039827414921352) | > loss_mel: 19.50680923461914 (18.94452735355922) | > loss_duration: 2.3521475791931152 (2.2816625322614397) | > loss_1: 34.91789627075195 (33.127479144505095)  --> STEP: 15 | > loss_disc: 2.359537363052368 (2.360891834894816) | > loss_disc_real_0: 0.17342112958431244 (0.1296433168152968) | > loss_disc_real_1: 0.2693268656730652 (0.19581114053726195) | > loss_disc_real_2: 0.27302616834640503 (0.2163889929652214) | > loss_disc_real_3: 0.23756442964076996 (0.26535766323407484) | > loss_disc_real_4: 0.20205694437026978 (0.23776503006617228) | > loss_disc_real_5: 0.17719493806362152 (0.212858643134435) | > loss_0: 2.359537363052368 (2.360891834894816) | > loss_gen: 2.5744128227233887 (2.4000082572301227) | > loss_kl: 3.087460517883301 (2.514814352989197) | > loss_feat: 9.702207565307617 (7.217319424947103) | > loss_mel: 19.081024169921875 (18.953627141316733) | > loss_duration: 2.293846607208252 (2.2824748039245604) | > loss_1: 36.73895263671875 (33.368244043986)  --> STEP: 16 | > loss_disc: 2.4216299057006836 (2.364687964320183) | > loss_disc_real_0: 0.17924199998378754 (0.13274323451332748) | > loss_disc_real_1: 0.16191422939300537 (0.19369258359074593) | > loss_disc_real_2: 0.19838391244411469 (0.21526367543265224) | > loss_disc_real_3: 0.26470303535461426 (0.26531674899160856) | > loss_disc_real_4: 0.21675677597522736 (0.23645201418548822) | > loss_disc_real_5: 0.1745169460773468 (0.210462287068367) | > loss_0: 2.4216299057006836 (2.364687964320183) | > loss_gen: 2.314281463623047 (2.3946503326296806) | > loss_kl: 1.9462499618530273 (2.479279078543186) | > loss_feat: 7.166354179382324 (7.214134097099304) | > loss_mel: 17.68010711669922 (18.874032139778137) | > loss_duration: 2.36208438873291 (2.2874504029750824) | > loss_1: 31.469078063964844 (33.24954617023468)  --> STEP: 17 | > loss_disc: 2.4353480339050293 (2.3688444390016445) | > loss_disc_real_0: 0.12000022828578949 (0.1319936459117076) | > loss_disc_real_1: 0.2142646759748459 (0.19490270667216358) | > loss_disc_real_2: 0.2352418750524521 (0.21643886364558163) | > loss_disc_real_3: 0.28019604086875916 (0.26619200145497035) | > loss_disc_real_4: 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2.8121514320373535 (2.4116681350602045) | > loss_kl: 2.467571973800659 (2.425211158063677) | > loss_feat: 10.593387603759766 (7.340921269522773) | > loss_mel: 21.484811782836914 (18.97269842359755) | > loss_duration: 2.2104077339172363 (2.288464824358622) | > loss_1: 39.56833267211914 (33.43896410200331)  --> STEP: 19 | > loss_disc: 2.437666177749634 (2.3625739499142298) | > loss_disc_real_0: 0.15894527733325958 (0.131356934771726) | > loss_disc_real_1: 0.27146777510643005 (0.19793951668237386) | > loss_disc_real_2: 0.18982619047164917 (0.21102457179834969) | > loss_disc_real_3: 0.29118162393569946 (0.2633245720675117) | > loss_disc_real_4: 0.24566002190113068 (0.23908111060920514) | > loss_disc_real_5: 0.24602819979190826 (0.2138917038315221) | > loss_0: 2.437666177749634 (2.3625739499142298) | > loss_gen: 2.455869674682617 (2.4139945318824365) | > loss_kl: 1.8196022510528564 (2.393337005063107) | > loss_feat: 6.64215087890625 (7.304143880542956) | > loss_mel: 16.790306091308594 (18.85783566926655) | > loss_duration: 2.302107095718384 (2.289182838640715) | > loss_1: 30.01003646850586 (33.258494226556074)  --> STEP: 20 | > loss_disc: 2.325458288192749 (2.360718166828156) | > loss_disc_real_0: 0.17022378742694855 (0.13330027740448713) | > loss_disc_real_1: 0.2188694179058075 (0.19898601174354552) | > loss_disc_real_2: 0.24569743871688843 (0.21275821514427662) | > loss_disc_real_3: 0.2536618709564209 (0.26284143701195717) | > loss_disc_real_4: 0.22082598507404327 (0.23816835433244704) | > loss_disc_real_5: 0.18971902132034302 (0.21268306970596312) | > loss_0: 2.325458288192749 (2.360718166828156) | > loss_gen: 2.5929014682769775 (2.422939878702164) | > loss_kl: 1.9236056804656982 (2.369850438833237) | > loss_feat: 6.166312217712402 (7.247252297401428) | > loss_mel: 19.254716873168945 (18.87767972946167) | > loss_duration: 2.3341188430786133 (2.29142963886261) | > loss_1: 32.27165603637695 (33.20915231704712)  --> STEP: 21 | > loss_disc: 2.079770565032959 (2.3473397095998134) | > loss_disc_real_0: 0.0785096287727356 (0.13069119889821326) | > loss_disc_real_1: 0.1979810744524002 (0.19893815758682432) | > loss_disc_real_2: 0.14866608381271362 (0.20970620889039265) | > loss_disc_real_3: 0.18166396021842957 (0.25897584287893205) | > loss_disc_real_4: 0.20703063905239105 (0.23668560598577773) | > loss_disc_real_5: 0.16273833811283112 (0.21030474915390923) | > loss_0: 2.079770565032959 (2.3473397095998134) | > loss_gen: 2.357013463973999 (2.4198005256198702) | > loss_kl: 2.2784903049468994 (2.3654999562672208) | > loss_feat: 7.8809404373168945 (7.277427923111689) | > loss_mel: 20.088247299194336 (18.935325804210844) | > loss_duration: 2.169070243835449 (2.2856030010041737) | > loss_1: 34.77376174926758 (33.28365752810524)  --> STEP: 22 | > loss_disc: 2.388528347015381 (2.34921192039143) | > loss_disc_real_0: 0.09757896512746811 (0.1291860973631794) | > loss_disc_real_1: 0.2012547254562378 (0.1990434561263431) | > loss_disc_real_2: 0.1455632895231247 (0.20679062164642595) | > loss_disc_real_3: 0.22146686911582947 (0.25727088952606375) | > loss_disc_real_4: 0.22184552252292633 (0.23601105673746628) | > loss_disc_real_5: 0.2590775787830353 (0.21252169595523315) | > loss_0: 2.388528347015381 (2.34921192039143) | > loss_gen: 2.04508638381958 (2.402768064628948) | > loss_kl: 1.8122130632400513 (2.340350552038713) | > loss_feat: 6.141851425170898 (7.225810809568926) | > loss_mel: 18.384395599365234 (18.910283522172406) | > loss_duration: 2.154910087585449 (2.279662414030595) | > loss_1: 30.538455963134766 (33.158875638788395)  --> STEP: 23 | > loss_disc: 2.4429900646209717 (2.353289231010106) | > loss_disc_real_0: 0.13847675919532776 (0.12959003918196846) | > loss_disc_real_1: 0.26168838143348694 (0.20176714853100156) | > loss_disc_real_2: 0.17468662559986115 (0.2053947957313579) | > loss_disc_real_3: 0.2531430721282959 (0.2570914192044217) | > loss_disc_real_4: 0.2560708522796631 (0.23688322176104007) | > loss_disc_real_5: 0.21048341691493988 (0.21243307512739432) | > loss_0: 2.4429900646209717 (2.353289231010106) | > loss_gen: 2.278491258621216 (2.397364725237307) | > loss_kl: 2.203587293624878 (2.3344043234120244) | > loss_feat: 6.035261631011963 (7.174047801805579) | > loss_mel: 17.31234359741211 (18.840807873269785) | > loss_duration: 2.2551143169403076 (2.278595105461452) | > loss_1: 30.08479881286621 (33.02522012461787)  --> STEP: 24 | > loss_disc: 2.4686222076416016 (2.358094771703085) | > loss_disc_real_0: 0.14353594183921814 (0.13017111845935386) | > loss_disc_real_1: 0.2312144786119461 (0.20299412061770758) | > loss_disc_real_2: 0.2372046560049057 (0.20672020657608906) | > loss_disc_real_3: 0.2516433596611023 (0.25686441672345006) | > loss_disc_real_4: 0.28895407915115356 (0.23905284081896147) | > loss_disc_real_5: 0.20329047739505768 (0.2120521335552136) | > loss_0: 2.4686222076416016 (2.358094771703085) | > loss_gen: 2.3851499557495117 (2.396855776508649) | > loss_kl: 1.8154765367507935 (2.31278233230114) | > loss_feat: 5.133600234985352 (7.089029153188069) | > loss_mel: 17.202054977416992 (18.772526502609253) | > loss_duration: 2.402331829071045 (2.2837508022785187) | > loss_1: 28.938613891601562 (32.85494486490885)  --> STEP: 25 | > loss_disc: 2.5918493270874023 (2.3674449539184574) | > loss_disc_real_0: 0.16638049483299255 (0.1316194935142994) | > loss_disc_real_1: 0.22181230783462524 (0.20374684810638427) | > loss_disc_real_2: 0.20624618232250214 (0.20670124560594558) | > loss_disc_real_3: 0.218516007065773 (0.255330480337143) | > loss_disc_real_4: 0.22800900042057037 (0.23861108720302582) | > loss_disc_real_5: 0.20492564141750336 (0.2117670738697052) | > loss_0: 2.5918493270874023 (2.3674449539184574) | > loss_gen: 2.1463804244995117 (2.3868367624282834) | > loss_kl: 2.486645221710205 (2.3197368478775022) | > loss_feat: 8.233756065368652 (7.134818229675293) | > loss_mel: 17.169523239135742 (18.708406372070314) | > loss_duration: 2.340258836746216 (2.2860111236572265) | > loss_1: 32.376564025878906 (32.83580963134766)  --> STEP: 26 | > loss_disc: 2.6103594303131104 (2.376787818395175) | > loss_disc_real_0: 0.139356791973114 (0.1319170819165615) | > loss_disc_real_1: 0.2302413284778595 (0.20476586658221024) | > loss_disc_real_2: 0.13727393746376038 (0.20403096452355385) | > loss_disc_real_3: 0.2193448841571808 (0.253946418945606) | > loss_disc_real_4: 0.29449644684791565 (0.24076052411244467) | > loss_disc_real_5: 0.29060161113739014 (0.21479917145692384) | > loss_0: 2.6103594303131104 (2.376787818395175) | > loss_gen: 1.9412510395050049 (2.3696988500081573) | > loss_kl: 2.1893787384033203 (2.3147230744361873) | > loss_feat: 5.96231746673584 (7.089722046485314) | > loss_mel: 11.088926315307617 (18.41534944681021) | > loss_duration: 2.2964277267456055 (2.286411762237549) | > loss_1: 23.478302001953125 (32.47590549175556) --> EVAL PERFORMANCE | > avg_loader_time: 0.002339876615084134 (-0.00011831063490647586) | > avg_loss_disc: 2.376787818395175 (+0.056152559243716205) | > avg_loss_disc_real_0: 0.1319170819165615 (+0.04658988691293278) | > avg_loss_disc_real_1: 0.20476586658221024 (+0.04124132371865785) | > avg_loss_disc_real_2: 0.20403096452355385 (-0.030088619830516666) | > avg_loss_disc_real_3: 0.253946418945606 (-0.002258252639036784) | > avg_loss_disc_real_4: 0.24076052411244467 (-0.0008348066073197435) | > avg_loss_disc_real_5: 0.21479917145692384 (-0.04820685547131759) | > avg_loss_0: 2.376787818395175 (+0.056152559243716205) | > avg_loss_gen: 2.3696988500081573 (-0.08555272450813955) | > avg_loss_kl: 2.3147230744361873 (-0.07169999526097248) | > avg_loss_feat: 7.089722046485314 (-0.2951512153332043) | > avg_loss_mel: 18.41534944681021 (-0.246744375962475) | > avg_loss_duration: 2.286411762237549 (+0.009421128493088737) | > avg_loss_1: 32.47590549175556 (-0.6897263160118712)  > EPOCH: 226/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:52:05)   --> TIME: 2024-06-11 00:52:12 -- STEP: 19/330 -- GLOBAL_STEP: 162600 | > loss_disc: 2.2134315967559814 (2.2832049445102087) | > loss_disc_real_0: 0.1078423336148262 (0.11097809711569234) | > loss_disc_real_1: 0.20914949476718903 (0.19456374253097333) | > loss_disc_real_2: 0.20944064855575562 (0.21077820893965268) | > loss_disc_real_3: 0.188995361328125 (0.22159694448897713) | > loss_disc_real_4: 0.17200209200382233 (0.2232840845459386) | > loss_disc_real_5: 0.1724727600812912 (0.22029179334640503) | > loss_0: 2.2134315967559814 (2.2832049445102087) | > grad_norm_0: tensor(7.0302, device='cuda:0') (tensor(8.6134, device='cuda:0')) | > loss_gen: 2.5504651069641113 (2.5341654576753307) | > loss_kl: 1.6284635066986084 (1.7056849567513717) | > loss_feat: 8.245184898376465 (7.157358144458971) | > loss_mel: 18.362180709838867 (19.258616698415654) | > loss_duration: 2.0764658451080322 (2.1622652129123083) | > loss_1: 32.86275863647461 (32.81809084038986) | > grad_norm_1: tensor(77.8709, device='cuda:0') (tensor(81.8517, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.365 (0.3404938923685174) | > loader_time: 0.0031 (0.0031621958080090976)  --> TIME: 2024-06-11 00:52:22 -- STEP: 44/330 -- GLOBAL_STEP: 162625 | > loss_disc: 2.366330623626709 (2.289094003764066) | > loss_disc_real_0: 0.10654115676879883 (0.11002067002383145) | > loss_disc_real_1: 0.21550747752189636 (0.1970177892256867) | > loss_disc_real_2: 0.2215641289949417 (0.2154617594047026) | > loss_disc_real_3: 0.22201436758041382 (0.2264912280846726) | > loss_disc_real_4: 0.21447710692882538 (0.22266419231891632) | > loss_disc_real_5: 0.22924336791038513 (0.21502181311899965) | > loss_0: 2.366330623626709 (2.289094003764066) | > grad_norm_0: tensor(5.1409, device='cuda:0') (tensor(8.0586, device='cuda:0')) | > loss_gen: 2.5353586673736572 (2.564967469735578) | > loss_kl: 1.6853033304214478 (1.7276505069299177) | > loss_feat: 7.926205635070801 (7.377837733788923) | > loss_mel: 19.109365463256836 (19.27466769651933) | > loss_duration: 1.9737502336502075 (2.0966850194064053) | > loss_1: 33.229984283447266 (33.04180869189177) | > grad_norm_1: tensor(168.4389, device='cuda:0') (tensor(88.7237, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.3624 (0.35061120445078076) | > loader_time: 0.0041 (0.003354012966156006)  --> TIME: 2024-06-11 00:52:31 -- STEP: 69/330 -- GLOBAL_STEP: 162650 | > loss_disc: 2.2789788246154785 (2.2772022399349496) | > loss_disc_real_0: 0.10074038058519363 (0.10978796019934225) | > loss_disc_real_1: 0.22181004285812378 (0.1960589879232904) | > loss_disc_real_2: 0.21396110951900482 (0.21321630067583444) | > loss_disc_real_3: 0.22974945604801178 (0.2240393738383832) | > loss_disc_real_4: 0.21157081425189972 (0.21932380441306293) | > loss_disc_real_5: 0.20312060415744781 (0.21255461029384448) | > loss_0: 2.2789788246154785 (2.2772022399349496) | > grad_norm_0: tensor(10.6938, device='cuda:0') (tensor(11.3124, device='cuda:0')) | > loss_gen: 2.5825836658477783 (2.576676983764205) | > loss_kl: 1.655956745147705 (1.731929582098256) | > loss_feat: 8.164320945739746 (7.494180485822152) | > loss_mel: 19.282482147216797 (19.239320036293805) | > loss_duration: 1.9765379428863525 (2.073453099831291) | > loss_1: 33.66188430786133 (33.115560503973505) | > grad_norm_1: tensor(179.3724, device='cuda:0') (tensor(136.5898, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.3488 (0.3540932061015696) | > loader_time: 0.004 (0.003451229869455531)  --> TIME: 2024-06-11 00:52:40 -- STEP: 94/330 -- GLOBAL_STEP: 162675 | > loss_disc: 2.1837515830993652 (2.2808274335049585) | > loss_disc_real_0: 0.07097837328910828 (0.11028008503799742) | > loss_disc_real_1: 0.18563413619995117 (0.19882740365697982) | > loss_disc_real_2: 0.21859386563301086 (0.21306313669427912) | > loss_disc_real_3: 0.18078312277793884 (0.22463673686093472) | > loss_disc_real_4: 0.20767292380332947 (0.22074661181962235) | > loss_disc_real_5: 0.1941683292388916 (0.21264950994481432) | > loss_0: 2.1837515830993652 (2.2808274335049585) | > grad_norm_0: tensor(21.3243, device='cuda:0') (tensor(14.6067, device='cuda:0')) | > loss_gen: 2.841722011566162 (2.57995441619386) | > loss_kl: 1.7844313383102417 (1.7314504790813365) | > loss_feat: 8.22110366821289 (7.468703726504711) | > loss_mel: 19.731483459472656 (19.182817479397396) | > loss_duration: 2.048387289047241 (2.0634560001657363) | > loss_1: 34.62712478637695 (33.026382405707196) | > grad_norm_1: tensor(303.0408, device='cuda:0') (tensor(158.9426, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.356 (0.3566104376569706) | > loader_time: 0.0037 (0.003535524327704247)  --> TIME: 2024-06-11 00:52:49 -- STEP: 119/330 -- GLOBAL_STEP: 162700 | > loss_disc: 2.1946945190429688 (2.273847551906812) | > loss_disc_real_0: 0.08112752437591553 (0.11062104805928319) | > loss_disc_real_1: 0.22181014716625214 (0.19823573442066417) | > loss_disc_real_2: 0.20182128250598907 (0.2137029227338919) | > loss_disc_real_3: 0.21351443231105804 (0.2239075813974653) | > loss_disc_real_4: 0.23086194694042206 (0.21830879890618204) | > loss_disc_real_5: 0.22434425354003906 (0.21008305489516058) | > loss_0: 2.1946945190429688 (2.273847551906812) | > grad_norm_0: tensor(36.8094, device='cuda:0') (tensor(16.9294, device='cuda:0')) | > loss_gen: 2.6862077713012695 (2.5894806104547836) | > loss_kl: 1.8749748468399048 (1.7266334205114542) | > loss_feat: 8.094339370727539 (7.513302726905887) | > loss_mel: 19.44607925415039 (19.204563589657063) | > loss_duration: 2.0424680709838867 (2.06081695716922) | > loss_1: 34.14406967163086 (33.0947975190748) | > grad_norm_1: tensor(294.3427, device='cuda:0') (tensor(184.9769, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.3627 (0.35944274693977923) | > loader_time: 0.0042 (0.0036486136813123687)  --> TIME: 2024-06-11 00:52:59 -- STEP: 144/330 -- GLOBAL_STEP: 162725 | > loss_disc: 2.4228596687316895 (2.2750132911735133) | > loss_disc_real_0: 0.12193220853805542 (0.11102977969373265) | > loss_disc_real_1: 0.2087194323539734 (0.19789099869214824) | > loss_disc_real_2: 0.21536566317081451 (0.21351985995554262) | > loss_disc_real_3: 0.2330562323331833 (0.22382231325738966) | > loss_disc_real_4: 0.2751077711582184 (0.21863522235718036) | > loss_disc_real_5: 0.24201783537864685 (0.2104196964452664) | > loss_0: 2.4228596687316895 (2.2750132911735133) | > grad_norm_0: tensor(37.7588, device='cuda:0') (tensor(17.4147, device='cuda:0')) | > loss_gen: 2.515079975128174 (2.59236607948939) | > loss_kl: 1.8758060932159424 (1.736548845138815) | > loss_feat: 6.798259258270264 (7.514883458614349) | > loss_mel: 19.32817840576172 (19.203312595685333) | > loss_duration: 2.0422122478485107 (2.0620058808061805) | > loss_1: 32.55953598022461 (33.109117044342916) | > grad_norm_1: tensor(264.6374, device='cuda:0') (tensor(192.4603, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.372 (0.3615240487787458) | > loader_time: 0.0045 (0.003782244192229377)  --> TIME: 2024-06-11 00:53:09 -- STEP: 169/330 -- GLOBAL_STEP: 162750 | > loss_disc: 2.1731507778167725 (2.2806962918953095) | > loss_disc_real_0: 0.08661030232906342 (0.11239395603625732) | > loss_disc_real_1: 0.1845838874578476 (0.19863359793227095) | > loss_disc_real_2: 0.23506790399551392 (0.21338237407644825) | > loss_disc_real_3: 0.1759859025478363 (0.2247570946195422) | > loss_disc_real_4: 0.19282500445842743 (0.2188257132408887) | > loss_disc_real_5: 0.17041046917438507 (0.21047474285201914) | > loss_0: 2.1731507778167725 (2.2806962918953095) | > grad_norm_0: tensor(9.3754, device='cuda:0') (tensor(17.8773, device='cuda:0')) | > loss_gen: 2.582310676574707 (2.588267711492685) | > loss_kl: 1.8982797861099243 (1.7390563784266364) | > loss_feat: 7.617362022399902 (7.486877266471908) | > loss_mel: 18.382062911987305 (19.167409558267984) | > loss_duration: 2.087207794189453 (2.0649696059480935) | > loss_1: 32.567222595214844 (33.04658069272016) | > grad_norm_1: tensor(251.6851, device='cuda:0') (tensor(195.1777, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.3776 (0.36360122184076243) | > loader_time: 0.0051 (0.003906519455317209)  --> TIME: 2024-06-11 00:53:19 -- STEP: 194/330 -- GLOBAL_STEP: 162775 | > loss_disc: 2.229375123977661 (2.288153215781931) | > loss_disc_real_0: 0.11621269583702087 (0.11366392103667111) | > loss_disc_real_1: 0.13889198005199432 (0.1994264427303653) | > loss_disc_real_2: 0.20275288820266724 (0.2137889555588211) | > loss_disc_real_3: 0.1870647817850113 (0.2248212665933924) | > loss_disc_real_4: 0.18513329327106476 (0.21869967463090248) | > loss_disc_real_5: 0.17609967291355133 (0.21077825866409183) | > loss_0: 2.229375123977661 (2.288153215781931) | > grad_norm_0: tensor(10.3924, device='cuda:0') (tensor(20.1467, device='cuda:0')) | > loss_gen: 2.46696138381958 (2.5830303369109164) | > loss_kl: 1.7827037572860718 (1.7408693899813386) | > loss_feat: 7.805109024047852 (7.473162508502449) | > loss_mel: 19.525911331176758 (19.121390755643542) | > loss_duration: 2.0750575065612793 (2.0702139286650825) | > loss_1: 33.65574264526367 (32.98866710466209) | > grad_norm_1: tensor(132.3306, device='cuda:0') (tensor(207.5159, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.4157 (0.36845663159163955) | > loader_time: 0.0053 (0.0040299818687832235)  --> TIME: 2024-06-11 00:53:29 -- STEP: 219/330 -- GLOBAL_STEP: 162800 | > loss_disc: 2.511301040649414 (2.288457972818313) | > loss_disc_real_0: 0.18054287135601044 (0.11516901823483645) | > loss_disc_real_1: 0.14706465601921082 (0.1992728558101066) | > loss_disc_real_2: 0.19535435736179352 (0.21342913126020127) | > loss_disc_real_3: 0.19556862115859985 (0.22527928827287946) | > loss_disc_real_4: 0.21260085701942444 (0.21846940181298888) | > loss_disc_real_5: 0.23416142165660858 (0.21071147748596591) | > loss_0: 2.511301040649414 (2.288457972818313) | > grad_norm_0: tensor(57.8861, device='cuda:0') (tensor(22.8333, device='cuda:0')) | > loss_gen: 2.3206915855407715 (2.5950958772337054) | > loss_kl: 1.926298975944519 (1.7473417090498693) | > loss_feat: 8.278806686401367 (7.5060606873743065) | > loss_mel: 19.364797592163086 (19.066381811551302) | > loss_duration: 2.116023302078247 (2.0761232452305474) | > loss_1: 34.00661849975586 (32.99100356776968) | > grad_norm_1: tensor(243.7077, device='cuda:0') (tensor(226.5782, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.4081 (0.3722557901791786) | > loader_time: 0.0054 (0.004160918057237041)  --> TIME: 2024-06-11 00:53:40 -- STEP: 244/330 -- GLOBAL_STEP: 162825 | > loss_disc: 2.2161662578582764 (2.2865422749128497) | > loss_disc_real_0: 0.11868365108966827 (0.11308100176822455) | > loss_disc_real_1: 0.18403680622577667 (0.19991451107942665) | > loss_disc_real_2: 0.19602254033088684 (0.21362285438131112) | > loss_disc_real_3: 0.21876461803913116 (0.22472055909819294) | > loss_disc_real_4: 0.2201816886663437 (0.2181392115403394) | > loss_disc_real_5: 0.1773041933774948 (0.21072563602298985) | > loss_0: 2.2161662578582764 (2.2865422749128497) | > grad_norm_0: tensor(45.6323, device='cuda:0') (tensor(23.1516, device='cuda:0')) | > loss_gen: 2.824580430984497 (2.603723799596067) | > loss_kl: 1.769971489906311 (1.7463578078590456) | > loss_feat: 7.565042018890381 (7.529028695137774) | > loss_mel: 17.551517486572266 (19.024344389555882) | > loss_duration: 2.083460807800293 (2.0835090347977934) | > loss_1: 31.794574737548828 (32.98696393653997) | > grad_norm_1: tensor(597.7560, device='cuda:0') (tensor(235.3134, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.4248 (0.3761389685458824) | > loader_time: 0.0059 (0.004295472238884598)  --> TIME: 2024-06-11 00:53:51 -- STEP: 269/330 -- GLOBAL_STEP: 162850 | > loss_disc: 2.285743236541748 (2.2891239277935385) | > loss_disc_real_0: 0.15706750750541687 (0.11375268557036232) | > loss_disc_real_1: 0.22691094875335693 (0.2006088776936318) | > loss_disc_real_2: 0.23315377533435822 (0.21420365488883733) | > loss_disc_real_3: 0.2725587487220764 (0.22508015907386864) | > loss_disc_real_4: 0.1938183754682541 (0.21827623286876538) | > loss_disc_real_5: 0.2258945107460022 (0.21093417958920774) | > loss_0: 2.285743236541748 (2.2891239277935385) | > grad_norm_0: tensor(32.3042, device='cuda:0') (tensor(25.2503, device='cuda:0')) | > loss_gen: 2.918440818786621 (2.6080744044931405) | > loss_kl: 1.8356729745864868 (1.7523606435073795) | > loss_feat: 7.490103721618652 (7.550879216105521) | > loss_mel: 18.121875762939453 (19.003685210274053) | > loss_duration: 2.171377182006836 (2.090067071985578) | > loss_1: 32.53746795654297 (33.00506674046855) | > grad_norm_1: tensor(408.3922, device='cuda:0') (tensor(251.6165, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.4363 (0.38118512479789196) | > loader_time: 0.0065 (0.004448129341947988)  --> TIME: 2024-06-11 00:54:02 -- STEP: 294/330 -- GLOBAL_STEP: 162875 | > loss_disc: 2.302827835083008 (2.2912368912275136) | > loss_disc_real_0: 0.1059466302394867 (0.11450306393307486) | > loss_disc_real_1: 0.25608840584754944 (0.2020530883907056) | > loss_disc_real_2: 0.21360906958580017 (0.21382955558040517) | > loss_disc_real_3: 0.2137170433998108 (0.22500962186224607) | > loss_disc_real_4: 0.22053036093711853 (0.21833948061174277) | > loss_disc_real_5: 0.2095339000225067 (0.21109643274424028) | > loss_0: 2.302827835083008 (2.2912368912275136) | > grad_norm_0: tensor(28.9591, device='cuda:0') (tensor(26.9739, device='cuda:0')) | > loss_gen: 2.4838411808013916 (2.608205743387443) | > loss_kl: 1.9422589540481567 (1.7558344691789065) | > loss_feat: 7.6503119468688965 (7.558915718883073) | > loss_mel: 18.656570434570312 (18.955551017709336) | > loss_duration: 2.2192792892456055 (2.098956570333364) | > loss_1: 32.95226287841797 (32.97746366384079) | > grad_norm_1: tensor(552.9594, device='cuda:0') (tensor(267.3267, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.463 (0.38722431497508975) | > loader_time: 0.0066 (0.004608910099989701)  --> TIME: 2024-06-11 00:54:15 -- STEP: 319/330 -- GLOBAL_STEP: 162900 | > loss_disc: 2.434556722640991 (2.294503889113756) | > loss_disc_real_0: 0.13115344941616058 (0.11579533090645615) | > loss_disc_real_1: 0.23671181499958038 (0.2023108007158606) | > loss_disc_real_2: 0.22949746251106262 (0.21404751084254453) | > loss_disc_real_3: 0.25430846214294434 (0.22477688086817632) | > loss_disc_real_4: 0.27735382318496704 (0.2184722701023365) | > loss_disc_real_5: 0.29535210132598877 (0.2110399743045759) | > loss_0: 2.434556722640991 (2.294503889113756) | > grad_norm_0: tensor(5.9941, device='cuda:0') (tensor(27.4264, device='cuda:0')) | > loss_gen: 2.701542377471924 (2.6034855267097203) | > loss_kl: 1.8074119091033936 (1.7617817881712716) | > loss_feat: 7.849024772644043 (7.597914875114226) | > loss_mel: 18.67838478088379 (18.929719805343787) | > loss_duration: 2.283377170562744 (2.1119740741753654) | > loss_1: 33.319740295410156 (33.00487617564427) | > grad_norm_1: tensor(110.9293, device='cuda:0') (tensor(275.1747, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.5658 (0.3965936850604592) | > loader_time: 0.0086 (0.00482576543634588)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.536102771759033 (2.536102771759033) | > loss_disc_real_0: 0.07708827406167984 (0.07708827406167984) | > loss_disc_real_1: 0.14877568185329437 (0.14877568185329437) | > loss_disc_real_2: 0.22475789487361908 (0.22475789487361908) | > loss_disc_real_3: 0.25425517559051514 (0.25425517559051514) | > loss_disc_real_4: 0.2698808014392853 (0.2698808014392853) | > loss_disc_real_5: 0.29321426153182983 (0.29321426153182983) | > loss_0: 2.536102771759033 (2.536102771759033) | > loss_gen: 2.2815091609954834 (2.2815091609954834) | > loss_kl: 1.8356983661651611 (1.8356983661651611) | > loss_feat: 6.663275718688965 (6.663275718688965) | > loss_mel: 19.79083251953125 (19.79083251953125) | > loss_duration: 2.8574819564819336 (2.8574819564819336) | > loss_1: 33.42879867553711 (33.42879867553711)  --> STEP: 1 | > loss_disc: 2.1562204360961914 (2.1562204360961914) | > loss_disc_real_0: 0.11086530983448029 (0.11086530983448029) | > loss_disc_real_1: 0.19200684130191803 (0.19200684130191803) | > loss_disc_real_2: 0.19459766149520874 (0.19459766149520874) | > loss_disc_real_3: 0.2717513144016266 (0.2717513144016266) | > loss_disc_real_4: 0.24390102922916412 (0.24390102922916412) | > loss_disc_real_5: 0.3017587661743164 (0.3017587661743164) | > loss_0: 2.1562204360961914 (2.1562204360961914) | > loss_gen: 2.9403977394104004 (2.9403977394104004) | > loss_kl: 1.9675986766815186 (1.9675986766815186) | > loss_feat: 6.298159122467041 (6.298159122467041) | > loss_mel: 18.4274845123291 (18.4274845123291) | > loss_duration: 2.341383457183838 (2.341383457183838) | > loss_1: 31.975021362304688 (31.975021362304688)  --> STEP: 2 | > loss_disc: 2.286710262298584 (2.2214653491973877) | > loss_disc_real_0: 0.12788483500480652 (0.1193750724196434) | > loss_disc_real_1: 0.15561622381210327 (0.17381153255701065) | > loss_disc_real_2: 0.19501249492168427 (0.1948050782084465) | > loss_disc_real_3: 0.2810182273387909 (0.27638477087020874) | > loss_disc_real_4: 0.2894805073738098 (0.26669076830148697) | > loss_disc_real_5: 0.28175535798072815 (0.2917570620775223) | > loss_0: 2.286710262298584 (2.2214653491973877) | > loss_gen: 2.639319658279419 (2.7898586988449097) | > loss_kl: 2.4397976398468018 (2.20369815826416) | > loss_feat: 7.238775730133057 (6.768467426300049) | > loss_mel: 18.9857234954834 (18.70660400390625) | > loss_duration: 2.3630118370056152 (2.3521976470947266) | > loss_1: 33.666629791259766 (32.82082557678223)  --> STEP: 3 | > loss_disc: 2.1036605834960938 (2.182197093963623) | > loss_disc_real_0: 0.11181824654340744 (0.11685613046089809) | > loss_disc_real_1: 0.15183548629283905 (0.16648618380228677) | > loss_disc_real_2: 0.21441736817359924 (0.20134250819683075) | > loss_disc_real_3: 0.235987588763237 (0.26291904350121814) | > loss_disc_real_4: 0.32580646872520447 (0.28639600177605945) | > loss_disc_real_5: 0.24532553553581238 (0.27627988656361896) | > loss_0: 2.1036605834960938 (2.182197093963623) | > loss_gen: 3.016697645187378 (2.865471680959066) | > loss_kl: 1.4174859523773193 (1.9416274229685466) | > loss_feat: 8.345931053161621 (7.294288635253906) | > loss_mel: 19.234935760498047 (18.882714589436848) | > loss_duration: 2.166869878768921 (2.290421724319458) | > loss_1: 34.18191909790039 (33.274523417154946)  --> STEP: 4 | > loss_disc: 2.3106977939605713 (2.21432226896286) | > loss_disc_real_0: 0.1422637403011322 (0.12320803292095661) | > loss_disc_real_1: 0.13146927952766418 (0.15773195773363113) | > loss_disc_real_2: 0.22946760058403015 (0.2083737812936306) | > loss_disc_real_3: 0.2050832360982895 (0.248460091650486) | > loss_disc_real_4: 0.27609458565711975 (0.28382064774632454) | > loss_disc_real_5: 0.29725614190101624 (0.2815239503979683) | > loss_0: 2.3106977939605713 (2.21432226896286) | > loss_gen: 2.6201276779174805 (2.8041356801986694) | > loss_kl: 2.9024181365966797 (2.18182510137558) | > loss_feat: 7.767056465148926 (7.412480592727661) | > loss_mel: 19.924732208251953 (19.143218994140625) | > loss_duration: 2.223675489425659 (2.2737351655960083) | > loss_1: 35.438011169433594 (33.81539535522461)  --> STEP: 5 | > loss_disc: 2.304753541946411 (2.2324085235595703) | > loss_disc_real_0: 0.14955481886863708 (0.1284773901104927) | > loss_disc_real_1: 0.21709345281124115 (0.16960425674915314) | > loss_disc_real_2: 0.22871136665344238 (0.21244129836559295) | > loss_disc_real_3: 0.23227623105049133 (0.24522331953048707) | > loss_disc_real_4: 0.22977226972579956 (0.27301097214221953) | > loss_disc_real_5: 0.24904203414916992 (0.27502756714820864) | > loss_0: 2.304753541946411 (2.2324085235595703) | > loss_gen: 2.4511985778808594 (2.7335482597351075) | > loss_kl: 1.836379885673523 (2.1127360582351686) | > loss_feat: 5.491086959838867 (7.028201866149902) | > loss_mel: 20.125057220458984 (19.339586639404295) | > loss_duration: 2.3991942405700684 (2.29882698059082) | > loss_1: 32.30291748046875 (33.512899780273436)  --> STEP: 6 | > loss_disc: 2.6187427043914795 (2.2967975536982217) | > loss_disc_real_0: 0.08074310421943665 (0.1205216757953167) | > loss_disc_real_1: 0.2980279326438904 (0.19100820273160934) | > loss_disc_real_2: 0.24755699932575226 (0.21829391519228616) | > loss_disc_real_3: 0.24263130128383636 (0.2447913164893786) | > loss_disc_real_4: 0.2949208915233612 (0.2766626253724098) | > loss_disc_real_5: 0.30712002515792847 (0.2803763101498286) | > loss_0: 2.6187427043914795 (2.2967975536982217) | > loss_gen: 2.264497756958008 (2.6553731759389243) | > loss_kl: 2.0252187252044678 (2.098149836063385) | > loss_feat: 5.288143157958984 (6.738192081451416) | > loss_mel: 16.541671752929688 (18.873267491658527) | > loss_duration: 2.1260995864868164 (2.2700390815734863) | > loss_1: 28.24563217163086 (32.63502184549967)  --> STEP: 7 | > loss_disc: 2.03629207611084 (2.259582485471453) | > loss_disc_real_0: 0.12298398464918137 (0.12087343420301165) | > loss_disc_real_1: 0.27108585834503174 (0.20244786781924112) | > loss_disc_real_2: 0.2255835086107254 (0.21933528568063462) | > loss_disc_real_3: 0.1808176040649414 (0.23565221471445902) | > loss_disc_real_4: 0.23116837441921234 (0.2701634466648102) | > loss_disc_real_5: 0.21055875718593597 (0.27040237401212963) | > loss_0: 2.03629207611084 (2.259582485471453) | > loss_gen: 3.1775717735290527 (2.7299729755946567) | > loss_kl: 2.6325888633728027 (2.174498268536159) | > loss_feat: 7.293208122253418 (6.817480087280273) | > loss_mel: 20.148242950439453 (19.055406842912948) | > loss_duration: 2.381485939025879 (2.2859600612095425) | > loss_1: 35.633094787597656 (33.0633179800851)  --> STEP: 8 | > loss_disc: 2.535601854324341 (2.294084906578064) | > loss_disc_real_0: 0.21034760773181915 (0.1320577058941126) | > loss_disc_real_1: 0.18457813560962677 (0.20021415129303932) | > loss_disc_real_2: 0.21881747245788574 (0.21927055902779102) | > loss_disc_real_3: 0.25447705388069153 (0.23800531961023808) | > loss_disc_real_4: 0.24902044236660004 (0.2675205711275339) | > loss_disc_real_5: 0.3021063208580017 (0.27436536736786366) | > loss_0: 2.535601854324341 (2.294084906578064) | > loss_gen: 2.2925820350646973 (2.675299108028412) | > loss_kl: 2.2754364013671875 (2.1871155351400375) | > loss_feat: 5.9098711013793945 (6.704028964042664) | > loss_mel: 16.703813552856445 (18.761457681655884) | > loss_duration: 2.134350538253784 (2.2670088708400726) | > loss_1: 29.31605339050293 (32.59490990638733)  --> STEP: 9 | > loss_disc: 2.2144532203674316 (2.285236941443549) | > loss_disc_real_0: 0.07194431126117706 (0.1253784398237864) | > loss_disc_real_1: 0.126587375998497 (0.19203339848253462) | > loss_disc_real_2: 0.28826549649238586 (0.22693666319052377) | > loss_disc_real_3: 0.21198420226573944 (0.23511408434973824) | > loss_disc_real_4: 0.3177988529205322 (0.2731070468823115) | > loss_disc_real_5: 0.25087642669677734 (0.2717554850710763) | > loss_0: 2.2144532203674316 (2.285236941443549) | > loss_gen: 2.801971912384033 (2.6893738640679254) | > loss_kl: 1.9485400915145874 (2.1606071525149875) | > loss_feat: 10.045849800109863 (7.075342390272352) | > loss_mel: 21.830677032470703 (19.102482053968643) | > loss_duration: 2.119277000427246 (2.250594218571981) | > loss_1: 38.746315002441406 (33.27839936150445)  --> STEP: 10 | > loss_disc: 2.278745174407959 (2.28458776473999) | > loss_disc_real_0: 0.13701702654361725 (0.1265422984957695) | > loss_disc_real_1: 0.22965851426124573 (0.19579591006040573) | > loss_disc_real_2: 0.23667362332344055 (0.22791035920381547) | > loss_disc_real_3: 0.23977191746234894 (0.2355798676609993) | > loss_disc_real_4: 0.2214520126581192 (0.2679415434598923) | > loss_disc_real_5: 0.15564224123954773 (0.26014416068792345) | > loss_0: 2.278745174407959 (2.28458776473999) | > loss_gen: 2.359818458557129 (2.6564183235168457) | > loss_kl: 2.6853599548339844 (2.213082432746887) | > loss_feat: 5.681771278381348 (6.935985279083252) | > loss_mel: 15.939847946166992 (18.786218643188477) | > loss_duration: 2.3332390785217285 (2.2588587045669555) | > loss_1: 29.000036239624023 (32.850563049316406)  --> STEP: 11 | > loss_disc: 2.526402711868286 (2.3065709417516533) | > loss_disc_real_0: 0.19378769397735596 (0.13265551626682281) | > loss_disc_real_1: 0.20739540457725525 (0.1968504095619375) | > loss_disc_real_2: 0.3518087863922119 (0.23917385258457877) | > loss_disc_real_3: 0.26801201701164246 (0.23852824487469412) | > loss_disc_real_4: 0.28137239813804626 (0.26916253024881537) | > loss_disc_real_5: 0.2166217714548111 (0.25618757984854956) | > loss_0: 2.526402711868286 (2.3065709417516533) | > loss_gen: 2.5199670791625977 (2.644013664939187) | > loss_kl: 2.621284008026123 (2.250191666863181) | > loss_feat: 6.686042785644531 (6.9132632342251865) | > loss_mel: 17.720439910888672 (18.68932966752486) | > loss_duration: 2.4361155033111572 (2.2749729589982466) | > loss_1: 31.983848571777344 (32.771770824085586)  --> STEP: 12 | > loss_disc: 2.3556666374206543 (2.31066224972407) | > loss_disc_real_0: 0.1276368647813797 (0.13223729530970255) | > loss_disc_real_1: 0.18916022777557373 (0.19620956107974052) | > loss_disc_real_2: 0.21512000262737274 (0.23716936508814493) | > loss_disc_real_3: 0.19551897048950195 (0.23494413867592812) | > loss_disc_real_4: 0.21786297857761383 (0.26488756760954857) | > loss_disc_real_5: 0.2473161518573761 (0.25544829418261844) | > loss_0: 2.3556666374206543 (2.31066224972407) | > loss_gen: 2.2981181144714355 (2.615189035733541) | > loss_kl: 2.3693082332611084 (2.260118047396342) | > loss_feat: 5.626928329467773 (6.806068658828735) | > loss_mel: 16.454761505126953 (18.5031156539917) | > loss_duration: 2.2527339458465576 (2.2731197079022727) | > loss_1: 29.001850128173828 (32.45761076609294)  --> STEP: 13 | > loss_disc: 2.217050790786743 (2.3034613682673526) | > loss_disc_real_0: 0.22548598051071167 (0.13941027109439558) | > loss_disc_real_1: 0.175634503364563 (0.19462686433241919) | > loss_disc_real_2: 0.22974783182144165 (0.23659847791378313) | > loss_disc_real_3: 0.209310382604599 (0.23297231128582588) | > loss_disc_real_4: 0.22240060567855835 (0.26161933976870316) | > loss_disc_real_5: 0.20128129422664642 (0.25128160187831294) | > loss_0: 2.217050790786743 (2.3034613682673526) | > loss_gen: 2.731961965560913 (2.624171568797185) | > loss_kl: 2.2668535709381104 (2.2606361645918627) | > loss_feat: 6.507442951202393 (6.783097450549786) | > loss_mel: 16.049488067626953 (18.31437507042518) | > loss_duration: 2.1786649227142334 (2.2658539551955004) | > loss_1: 29.734411239624023 (32.24813387944148)  --> STEP: 14 | > loss_disc: 2.401362180709839 (2.3104542834418162) | > loss_disc_real_0: 0.2097732126712799 (0.14443619549274445) | > loss_disc_real_1: 0.12147805094718933 (0.18940194909061706) | > loss_disc_real_2: 0.24579954147338867 (0.23725569673946925) | > loss_disc_real_3: 0.2297641485929489 (0.23274315680776322) | > loss_disc_real_4: 0.30195900797843933 (0.2645007446408272) | > loss_disc_real_5: 0.32603639364242554 (0.25662122986146385) | > loss_0: 2.401362180709839 (2.3104542834418162) | > loss_gen: 2.9682958126068115 (2.648751871926444) | > loss_kl: 2.9348275661468506 (2.308792693274362) | > loss_feat: 7.403295040130615 (6.827397278376988) | > loss_mel: 20.410980224609375 (18.46413258143834) | > loss_duration: 2.3957202434539795 (2.2751301186425343) | > loss_1: 36.113121032714844 (32.52420439038958)  --> STEP: 15 | > loss_disc: 2.246497631072998 (2.306190506617228) | > loss_disc_real_0: 0.1993410587310791 (0.1480965197086334) | > loss_disc_real_1: 0.1530093252658844 (0.1869757741689682) | > loss_disc_real_2: 0.22412781417369843 (0.23638050456841786) | > loss_disc_real_3: 0.2662400007247925 (0.23497627973556517) | > loss_disc_real_4: 0.282209575176239 (0.26568133334318794) | > loss_disc_real_5: 0.24650436639785767 (0.25594677229722346) | > loss_0: 2.246497631072998 (2.306190506617228) | > loss_gen: 2.72613263130188 (2.65391058921814) | > loss_kl: 2.735438823699951 (2.337235768636068) | > loss_feat: 6.176017761230469 (6.783971977233887) | > loss_mel: 20.374956130981445 (18.591520818074546) | > loss_duration: 2.3366804122924805 (2.279233471552531) | > loss_1: 34.34922790527344 (32.64587262471517)  --> STEP: 16 | > loss_disc: 2.5108468532562256 (2.3189815282821655) | > loss_disc_real_0: 0.3167151212692261 (0.15863518230617046) | > loss_disc_real_1: 0.16968050599098206 (0.18589481990784407) | > loss_disc_real_2: 0.2651077210903168 (0.23817595560103655) | > loss_disc_real_3: 0.25313493609428406 (0.23611119575798512) | > loss_disc_real_4: 0.2847857177257538 (0.26687535736709833) | > loss_disc_real_5: 0.2015104740858078 (0.25254450365901) | > loss_0: 2.5108468532562256 (2.3189815282821655) | > loss_gen: 2.750777244567871 (2.659964755177498) | > loss_kl: 2.3025503158569336 (2.335067927837372) | > loss_feat: 8.087182998657227 (6.8654226660728455) | > loss_mel: 18.563987731933594 (18.589800000190735) | > loss_duration: 2.3066558837890625 (2.280947372317314) | > loss_1: 34.01115417480469 (32.731202721595764)  --> STEP: 17 | > loss_disc: 2.441054105758667 (2.3261622681337246) | > loss_disc_real_0: 0.20696377754211426 (0.16147804084946127) | > loss_disc_real_1: 0.19930163025856018 (0.18668345581082738) | > loss_disc_real_2: 0.3305237889289856 (0.2436081810909159) | > loss_disc_real_3: 0.24354761838912964 (0.23654863238334656) | > loss_disc_real_4: 0.33759912848472595 (0.271035579197547) | > loss_disc_real_5: 0.32919278740882874 (0.25705322623252874) | > loss_0: 2.441054105758667 (2.3261622681337246) | > loss_gen: 2.9934091567993164 (2.679579131743487) | > loss_kl: 2.1580681800842285 (2.32465617796954) | > loss_feat: 6.139727592468262 (6.822734720566693) | > loss_mel: 19.205141067504883 (18.625996533562155) | > loss_duration: 2.355825424194336 (2.2853519636041977) | > loss_1: 32.8521728515625 (32.738318611593805)  --> STEP: 18 | > loss_disc: 2.083176612854004 (2.3126630650626288) | > loss_disc_real_0: 0.11797886341810226 (0.15906141988105243) | > loss_disc_real_1: 0.11003723740577698 (0.18242533256610236) | > loss_disc_real_2: 0.2167454957962036 (0.2421158096856541) | > loss_disc_real_3: 0.1878436952829361 (0.23384280254443487) | > loss_disc_real_4: 0.21578538417816162 (0.2679661239186923) | > loss_disc_real_5: 0.283381849527359 (0.25851592752668595) | > loss_0: 2.083176612854004 (2.3126630650626288) | > loss_gen: 2.736330270767212 (2.6827319728003607) | > loss_kl: 2.4757649898529053 (2.3330511119630604) | > loss_feat: 11.671491622924805 (7.092110104031033) | > loss_mel: 21.717159271240234 (18.797727796766495) | > loss_duration: 2.2378973960876465 (2.282715598742167) | > loss_1: 40.838645935058594 (33.18833679623074)  --> STEP: 19 | > loss_disc: 2.5980968475341797 (2.3276858957190263) | > loss_disc_real_0: 0.2841731309890747 (0.16564624678147466) | > loss_disc_real_1: 0.21579036116600037 (0.18418138670293907) | > loss_disc_real_2: 0.26527169346809387 (0.24333454041104569) | > loss_disc_real_3: 0.28784629702568054 (0.2366850917276583) | > loss_disc_real_4: 0.32276856899261475 (0.27085046313310923) | > loss_disc_real_5: 0.3613007068634033 (0.26392565275493424) | > loss_0: 2.5980968475341797 (2.3276858957190263) | > loss_gen: 2.655869245529175 (2.6813181450492456) | > loss_kl: 2.255319595336914 (2.3289599795090523) | > loss_feat: 5.629522323608398 (7.0151317997982625) | > loss_mel: 15.199248313903809 (18.60833413977372) | > loss_duration: 2.2722320556640625 (2.2821638333170036) | > loss_1: 28.012191772460938 (32.91590811076917)  --> STEP: 20 | > loss_disc: 2.337911605834961 (2.328197181224823) | > loss_disc_real_0: 0.12589415907859802 (0.16365864239633082) | > loss_disc_real_1: 0.18869711458683014 (0.18440717309713361) | > loss_disc_real_2: 0.259934663772583 (0.24416454657912254) | > loss_disc_real_3: 0.2906969487667084 (0.23938568457961082) | > loss_disc_real_4: 0.2738395929336548 (0.2709999196231365) | > loss_disc_real_5: 0.26901349425315857 (0.2641800448298455) | > loss_0: 2.337911605834961 (2.328197181224823) | > loss_gen: 2.695996046066284 (2.6820520401000976) | > loss_kl: 2.095904588699341 (2.317307209968567) | > loss_feat: 5.551651954650879 (6.941957807540893) | > loss_mel: 20.150634765625 (18.685449171066285) | > loss_duration: 2.3327364921569824 (2.2846924662590027) | > loss_1: 32.82692337036133 (32.91145887374878)  --> STEP: 21 | > loss_disc: 2.1495869159698486 (2.319691930498396) | > loss_disc_real_0: 0.07735643535852432 (0.15954901348976863) | > loss_disc_real_1: 0.11261549592018127 (0.18098852180299302) | > loss_disc_real_2: 0.2623977065086365 (0.2450327922900518) | > loss_disc_real_3: 0.18386821448802948 (0.23674199552763076) | > loss_disc_real_4: 0.2632867693901062 (0.27063262675489697) | > loss_disc_real_5: 0.2446778267621994 (0.2632513677790052) | > loss_0: 2.1495869159698486 (2.319691930498396) | > loss_gen: 2.6035587787628174 (2.6783142657507035) | > loss_kl: 1.871451497077942 (2.2960759855452038) | > loss_feat: 7.52754020690918 (6.969842683701288) | > loss_mel: 19.87769317626953 (18.74222269512358) | > loss_duration: 2.1679060459136963 (2.2791312081473216) | > loss_1: 34.04814910888672 (32.96558698018392)  --> STEP: 22 | > loss_disc: 2.4152512550354004 (2.324035536159169) | > loss_disc_real_0: 0.2190077304840088 (0.16225168244405228) | > loss_disc_real_1: 0.18366636335849762 (0.18111024187369779) | > loss_disc_real_2: 0.20551460981369019 (0.24323651126839899) | > loss_disc_real_3: 0.2709236741065979 (0.2382957081903111) | > loss_disc_real_4: 0.31492361426353455 (0.27264585345983505) | > loss_disc_real_5: 0.2815267741680145 (0.26408206806941475) | > loss_0: 2.4152512550354004 (2.324035536159169) | > loss_gen: 2.6346983909606934 (2.676331725987521) | > loss_kl: 1.63869309425354 (2.2661949450319465) | > loss_feat: 6.6210713386535645 (6.953989440744573) | > loss_mel: 20.844383239746094 (18.837775447151873) | > loss_duration: 2.1507468223571777 (2.27329555424777) | > loss_1: 33.88959503173828 (33.00758734616366)  --> STEP: 23 | > loss_disc: 2.2270314693450928 (2.319817968036818) | > loss_disc_real_0: 0.16726380586624146 (0.16246960085371268) | > loss_disc_real_1: 0.20462074875831604 (0.18213243782520294) | > loss_disc_real_2: 0.248491108417511 (0.24346497201401254) | > loss_disc_real_3: 0.2471950501203537 (0.23868263610031293) | > loss_disc_real_4: 0.3144608736038208 (0.2744638978139214) | > loss_disc_real_5: 0.27097392082214355 (0.2643817138412725) | > loss_0: 2.2270314693450928 (2.319817968036818) | > loss_gen: 3.013354778289795 (2.6909849021745766) | > loss_kl: 2.1848299503326416 (2.2626573365667593) | > loss_feat: 7.404731750488281 (6.973586932472561) | > loss_mel: 17.899547576904297 (18.796982931054153) | > loss_duration: 2.2718892097473145 (2.273234408834707) | > loss_1: 32.77435302734375 (32.997446723606274)  --> STEP: 24 | > loss_disc: 2.535125255584717 (2.32878910501798) | > loss_disc_real_0: 0.27020442485809326 (0.1669585518538952) | > loss_disc_real_1: 0.11739625781774521 (0.17943509699155888) | > loss_disc_real_2: 0.19495035707950592 (0.24144352972507477) | > loss_disc_real_3: 0.2579503357410431 (0.2394854569186767) | > loss_disc_real_4: 0.25691068172454834 (0.27373251381019753) | > loss_disc_real_5: 0.2607864439487457 (0.2642319109290839) | > loss_0: 2.535125255584717 (2.32878910501798) | > loss_gen: 2.3897318840026855 (2.678432693084081) | > loss_kl: 2.281745195388794 (2.2634526640176773) | > loss_feat: 7.466405391693115 (6.9941210349400835) | > loss_mel: 19.36380958557129 (18.8206007083257) | > loss_duration: 2.4254043102264404 (2.279574821392696) | > loss_1: 33.92709732055664 (33.036182165145874)  --> STEP: 25 | > loss_disc: 2.5335922241210938 (2.3369812297821047) | > loss_disc_real_0: 0.18860633671283722 (0.16782446324825287) | > loss_disc_real_1: 0.13756756484508514 (0.17776039570569993) | > loss_disc_real_2: 0.2747286856174469 (0.24277493596076966) | > loss_disc_real_3: 0.21728497743606567 (0.23859743773937225) | > loss_disc_real_4: 0.24719750881195068 (0.27267111361026763) | > loss_disc_real_5: 0.26391592621803284 (0.26421927154064184) | > loss_0: 2.5335922241210938 (2.3369812297821047) | > loss_gen: 2.454501152038574 (2.669475431442261) | > loss_kl: 2.324150323867798 (2.265880570411682) | > loss_feat: 7.059848785400391 (6.996750144958496) | > loss_mel: 17.89604377746582 (18.783618431091305) | > loss_duration: 2.353527545928955 (2.282532930374146) | > loss_1: 32.088069915771484 (32.9982576751709)  --> STEP: 26 | > loss_disc: 2.1227877140045166 (2.328743017636813) | > loss_disc_real_0: 0.10046249628067017 (0.16523361836488432) | > loss_disc_real_1: 0.11338288336992264 (0.17528433753893927) | > loss_disc_real_2: 0.21735423803329468 (0.24179721680971292) | > loss_disc_real_3: 0.10876002162694931 (0.2336036909658175) | > loss_disc_real_4: 0.2243509292602539 (0.27081264498142094) | > loss_disc_real_5: 0.22252297401428223 (0.262615567789628) | > loss_0: 2.1227877140045166 (2.328743017636813) | > loss_gen: 2.853611946105957 (2.6765576050831723) | > loss_kl: 2.3324804306030273 (2.2684421034959645) | > loss_feat: 14.828378677368164 (7.297966626974253) | > loss_mel: 21.73232650756836 (18.897030280186577) | > loss_duration: 2.3316097259521484 (2.2844204994348383) | > loss_1: 44.078407287597656 (33.42441727564885) --> EVAL PERFORMANCE | > avg_loader_time: 0.002438022540165829 (+9.814592508169484e-05) | > avg_loss_disc: 2.328743017636813 (-0.048044800758361816) | > avg_loss_disc_real_0: 0.16523361836488432 (+0.0333165364483228) | > avg_loss_disc_real_1: 0.17528433753893927 (-0.029481529043270976) | > avg_loss_disc_real_2: 0.24179721680971292 (+0.03776625228615907) | > avg_loss_disc_real_3: 0.2336036909658175 (-0.020342727979788477) | > avg_loss_disc_real_4: 0.27081264498142094 (+0.030052120868976268) | > avg_loss_disc_real_5: 0.262615567789628 (+0.04781639633270418) | > avg_loss_0: 2.328743017636813 (-0.048044800758361816) | > avg_loss_gen: 2.6765576050831723 (+0.30685875507501503) | > avg_loss_kl: 2.2684421034959645 (-0.046280970940222765) | > avg_loss_feat: 7.297966626974253 (+0.20824458048893835) | > avg_loss_mel: 18.897030280186577 (+0.481680833376366) | > avg_loss_duration: 2.2844204994348383 (-0.0019912628027105583) | > avg_loss_1: 33.42441727564885 (+0.9485117838932879)  > EPOCH: 227/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:54:40)   --> TIME: 2024-06-11 00:54:46 -- STEP: 14/330 -- GLOBAL_STEP: 162925 | > loss_disc: 2.2245450019836426 (2.2868406091417586) | > loss_disc_real_0: 0.11412829905748367 (0.11046756963644709) | > loss_disc_real_1: 0.18005546927452087 (0.19791913138968603) | > loss_disc_real_2: 0.17150750756263733 (0.21247148833104543) | > loss_disc_real_3: 0.21005308628082275 (0.22140286224228994) | > loss_disc_real_4: 0.19216975569725037 (0.22100782500846045) | > loss_disc_real_5: 0.18507109582424164 (0.22024283983877727) | > loss_0: 2.2245450019836426 (2.2868406091417586) | > grad_norm_0: tensor(4.7245, device='cuda:0') (tensor(8.6752, device='cuda:0')) | > loss_gen: 2.5442988872528076 (2.5797146558761597) | > loss_kl: 1.4143688678741455 (1.7390471015657698) | > loss_feat: 7.375030040740967 (7.164820602961949) | > loss_mel: 19.622343063354492 (19.336333547319686) | > loss_duration: 2.1046981811523438 (2.17718814100538) | > loss_1: 33.06073760986328 (32.99710396357945) | > grad_norm_1: tensor(99.3935, device='cuda:0') (tensor(119.9166, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3555 (0.3463075842176165) | > loader_time: 0.003 (0.00303166253226144)  --> TIME: 2024-06-11 00:54:55 -- STEP: 39/330 -- GLOBAL_STEP: 162950 | > loss_disc: 2.2334227561950684 (2.2875283314631534) | > loss_disc_real_0: 0.1295541524887085 (0.11454456796248753) | > loss_disc_real_1: 0.21743352711200714 (0.20005276264288488) | > loss_disc_real_2: 0.20573373138904572 (0.21206272680025834) | > loss_disc_real_3: 0.22957263886928558 (0.22080349692931542) | > loss_disc_real_4: 0.21507173776626587 (0.2195146695161477) | > loss_disc_real_5: 0.22752982378005981 (0.2123906795795147) | > loss_0: 2.2334227561950684 (2.2875283314631534) | > grad_norm_0: tensor(21.2186, device='cuda:0') (tensor(9.2954, device='cuda:0')) | > loss_gen: 2.712110996246338 (2.5865414264874578) | > loss_kl: 1.8398579359054565 (1.785542096847143) | > loss_feat: 7.952032089233398 (7.384849389394124) | > loss_mel: 18.680641174316406 (19.31133143107096) | > loss_duration: 2.057323694229126 (2.096648919276702) | > loss_1: 33.241966247558594 (33.16491268842648) | > grad_norm_1: tensor(117.7178, device='cuda:0') (tensor(109.5952, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3591 (0.347609587204762) | > loader_time: 0.0033 (0.00336304077735314)  --> TIME: 2024-06-11 00:55:04 -- STEP: 64/330 -- GLOBAL_STEP: 162975 | > loss_disc: 2.3210036754608154 (2.3043583594262596) | > loss_disc_real_0: 0.08250701427459717 (0.11524028307758272) | > loss_disc_real_1: 0.20383353531360626 (0.20170104829594493) | > loss_disc_real_2: 0.18984375894069672 (0.21405513677746058) | > loss_disc_real_3: 0.20528177917003632 (0.2224425042513758) | > loss_disc_real_4: 0.2227579951286316 (0.2216579606756568) | > loss_disc_real_5: 0.18810223042964935 (0.21333034802228212) | > loss_0: 2.3210036754608154 (2.3043583594262596) | > grad_norm_0: tensor(21.1888, device='cuda:0') (tensor(12.8370, device='cuda:0')) | > loss_gen: 2.473684310913086 (2.574382446706295) | > loss_kl: 1.9094643592834473 (1.774685425683856) | > loss_feat: 7.7854132652282715 (7.333609163761139) | > loss_mel: 20.324630737304688 (19.298483073711402) | > loss_duration: 2.0517475605010986 (2.0717773009091607) | > loss_1: 34.54494094848633 (33.0529371201992) | > grad_norm_1: tensor(73.2217, device='cuda:0') (tensor(144.6638, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3536 (0.3513827510178089) | > loader_time: 0.0043 (0.0034653320908546448)  --> TIME: 2024-06-11 00:55:13 -- STEP: 89/330 -- GLOBAL_STEP: 163000 | > loss_disc: 2.3246054649353027 (2.303136755911152) | > loss_disc_real_0: 0.11823748052120209 (0.11461425497290793) | > loss_disc_real_1: 0.14220651984214783 (0.2011720441030652) | > loss_disc_real_2: 0.21870769560337067 (0.21306112408637998) | > loss_disc_real_3: 0.19678974151611328 (0.22370561136958306) | > loss_disc_real_4: 0.18273243308067322 (0.22028553017069785) | > loss_disc_real_5: 0.18793129920959473 (0.21289348150237222) | > loss_0: 2.3246054649353027 (2.303136755911152) | > grad_norm_0: tensor(8.0537, device='cuda:0') (tensor(17.2401, device='cuda:0')) | > loss_gen: 2.5303244590759277 (2.5722039308440827) | > loss_kl: 1.6652560234069824 (1.7812515041801367) | > loss_feat: 7.391714096069336 (7.348700512661023) | > loss_mel: 19.1043701171875 (19.186648851030334) | > loss_duration: 2.0548105239868164 (2.061050066787205) | > loss_1: 32.74647521972656 (32.949854582883006) | > grad_norm_1: tensor(178.0951, device='cuda:0') (tensor(179.0539, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.5915 (0.35679137037041486) | > loader_time: 0.0037 (0.003512339645557189) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_163000.pth  --> TIME: 2024-06-11 00:55:28 -- STEP: 114/330 -- GLOBAL_STEP: 163025 | > loss_disc: 2.3333892822265625 (2.3021270350406056) | > loss_disc_real_0: 0.11988228559494019 (0.11516277835165199) | > loss_disc_real_1: 0.22345909476280212 (0.20157136532821152) | > loss_disc_real_2: 0.20305608212947845 (0.21410661595955227) | > loss_disc_real_3: 0.2274574339389801 (0.22379406031809354) | > loss_disc_real_4: 0.22638703882694244 (0.2195909995781748) | > loss_disc_real_5: 0.22028963267803192 (0.21279373072218477) | > loss_0: 2.3333892822265625 (2.3021270350406056) | > grad_norm_0: tensor(28.1641, device='cuda:0') (tensor(18.3145, device='cuda:0')) | > loss_gen: 2.4203381538391113 (2.570323649205661) | > loss_kl: 1.8739880323410034 (1.784818540539658) | > loss_feat: 7.630752086639404 (7.381843692377994) | > loss_mel: 19.11972999572754 (19.150398237663406) | > loss_duration: 2.0680391788482666 (2.0584151859869038) | > loss_1: 33.11284637451172 (32.94579910813717) | > grad_norm_1: tensor(135.4522, device='cuda:0') (tensor(198.3170, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.368 (0.36216574384455097) | > loader_time: 0.004 (0.0036717966983192845)  --> TIME: 2024-06-11 00:55:38 -- STEP: 139/330 -- GLOBAL_STEP: 163050 | > loss_disc: 2.3202292919158936 (2.2997480896737086) | > loss_disc_real_0: 0.11528674513101578 (0.11448319832519661) | > loss_disc_real_1: 0.17436955869197845 (0.199971537474248) | > loss_disc_real_2: 0.22901004552841187 (0.21407210215818964) | > loss_disc_real_3: 0.2109237015247345 (0.22468936797097433) | > loss_disc_real_4: 0.1986977756023407 (0.21991247324634797) | > loss_disc_real_5: 0.19396916031837463 (0.21164953376320625) | > loss_0: 2.3202292919158936 (2.2997480896737086) | > grad_norm_0: tensor(7.1706, device='cuda:0') (tensor(16.9470, device='cuda:0')) | > loss_gen: 2.3689584732055664 (2.5722553850077907) | > loss_kl: 1.8062443733215332 (1.7774058803379964) | > loss_feat: 6.996379852294922 (7.417943885858111) | > loss_mel: 18.788469314575195 (19.147897596839524) | > loss_duration: 2.127384901046753 (2.061331586872073) | > loss_1: 32.08743667602539 (32.976834194265685) | > grad_norm_1: tensor(68.8110, device='cuda:0') (tensor(182.4817, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3692 (0.36404662852664643) | > loader_time: 0.0042 (0.0037614664585470295)  --> TIME: 2024-06-11 00:55:47 -- STEP: 164/330 -- GLOBAL_STEP: 163075 | > loss_disc: 2.3489511013031006 (2.3019199952846625) | > loss_disc_real_0: 0.1404038965702057 (0.11512564533821694) | > loss_disc_real_1: 0.22311514616012573 (0.2001365527692364) | > loss_disc_real_2: 0.22735704481601715 (0.2145803166417087) | > loss_disc_real_3: 0.23481035232543945 (0.22527420339060994) | > loss_disc_real_4: 0.2345501035451889 (0.220113359845993) | > loss_disc_real_5: 0.21119262278079987 (0.21211480912638875) | > loss_0: 2.3489511013031006 (2.3019199952846625) | > grad_norm_0: tensor(12.5437, device='cuda:0') (tensor(15.5584, device='cuda:0')) | > loss_gen: 2.410951614379883 (2.570130794513518) | > loss_kl: 1.589853048324585 (1.7753144473564335) | > loss_feat: 7.085343837738037 (7.433102776364582) | > loss_mel: 18.285781860351562 (19.15648766261776) | > loss_duration: 2.130657434463501 (2.0630535897685265) | > loss_1: 31.502588272094727 (32.99808910416395) | > grad_norm_1: tensor(59.9352, device='cuda:0') (tensor(167.4404, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3727 (0.36556361942756455) | > loader_time: 0.0048 (0.0038477167850587426)  --> TIME: 2024-06-11 00:55:57 -- STEP: 189/330 -- GLOBAL_STEP: 163100 | > loss_disc: 2.333545684814453 (2.305762877539984) | > loss_disc_real_0: 0.08112863451242447 (0.11540600872307859) | > loss_disc_real_1: 0.199593648314476 (0.20072512967245915) | > loss_disc_real_2: 0.18665936589241028 (0.21435969516083045) | > loss_disc_real_3: 0.21770606935024261 (0.22483399652299427) | > loss_disc_real_4: 0.24840739369392395 (0.22024136505745076) | > loss_disc_real_5: 0.2297949492931366 (0.21220517875971617) | > loss_0: 2.333545684814453 (2.305762877539984) | > grad_norm_0: tensor(12.1212, device='cuda:0') (tensor(15.1873, device='cuda:0')) | > loss_gen: 2.5477068424224854 (2.5650149754115525) | > loss_kl: 1.9508634805679321 (1.774153054706634) | > loss_feat: 7.504004955291748 (7.431561230351686) | > loss_mel: 18.910972595214844 (19.113275285751097) | > loss_duration: 2.118396759033203 (2.068579697104358) | > loss_1: 33.031944274902344 (32.952584059780875) | > grad_norm_1: tensor(365.3620, device='cuda:0') (tensor(170.0096, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3839 (0.3678202540786176) | > loader_time: 0.0047 (0.003938591669476221)  --> TIME: 2024-06-11 00:56:07 -- STEP: 214/330 -- GLOBAL_STEP: 163125 | > loss_disc: 2.3676986694335938 (2.3066019443708052) | > loss_disc_real_0: 0.1109900027513504 (0.11691878877023112) | > loss_disc_real_1: 0.19608694314956665 (0.20123438836536672) | > loss_disc_real_2: 0.25978466868400574 (0.21427205441711106) | > loss_disc_real_3: 0.27150893211364746 (0.22486245437203167) | > loss_disc_real_4: 0.24111054837703705 (0.22062016752000166) | > loss_disc_real_5: 0.2714604139328003 (0.21272221799487265) | > loss_0: 2.3676986694335938 (2.3066019443708052) | > grad_norm_0: tensor(42.2773, device='cuda:0') (tensor(17.0829, device='cuda:0')) | > loss_gen: 2.4721920490264893 (2.567309948885553) | > loss_kl: 1.6577935218811035 (1.7687018034614135) | > loss_feat: 6.711340427398682 (7.436088985371812) | > loss_mel: 18.622732162475586 (19.05902444536441) | > loss_duration: 2.1748785972595215 (2.0745228055481597) | > loss_1: 31.638938903808594 (32.90564779477697) | > grad_norm_1: tensor(247.9029, device='cuda:0') (tensor(185.1431, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.3938 (0.37118835204115525) | > loader_time: 0.0048 (0.0040637366125516805)  --> TIME: 2024-06-11 00:56:18 -- STEP: 239/330 -- GLOBAL_STEP: 163150 | > loss_disc: 2.2591395378112793 (2.3109774569587245) | > loss_disc_real_0: 0.11932425200939178 (0.11633611953657541) | > loss_disc_real_1: 0.16987666487693787 (0.20161623224054917) | > loss_disc_real_2: 0.1771431267261505 (0.21514404836309506) | > loss_disc_real_3: 0.23103877902030945 (0.2252580542195292) | > loss_disc_real_4: 0.2107066810131073 (0.22073458789781547) | > loss_disc_real_5: 0.19313235580921173 (0.21214878714982435) | > loss_0: 2.2591395378112793 (2.3109774569587245) | > grad_norm_0: tensor(5.4123, device='cuda:0') (tensor(18.5901, device='cuda:0')) | > loss_gen: 2.6408703327178955 (2.5736443747037634) | > loss_kl: 1.6511590480804443 (1.764483320663165) | > loss_feat: 7.7344970703125 (7.450339421068774) | > loss_mel: 18.863317489624023 (19.047571270036897) | > loss_duration: 2.10526180267334 (2.0815602710556287) | > loss_1: 32.9951057434082 (32.91759846100747) | > grad_norm_1: tensor(386.5782, device='cuda:0') (tensor(201.0887, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.4137 (0.37486187583731795) | > loader_time: 0.0053 (0.004172198443233219)  --> TIME: 2024-06-11 00:56:28 -- STEP: 264/330 -- GLOBAL_STEP: 163175 | > loss_disc: 2.4202051162719727 (2.311324311025216) | > loss_disc_real_0: 0.08364004641771317 (0.1165800675411116) | > loss_disc_real_1: 0.22156769037246704 (0.20175242011971542) | > loss_disc_real_2: 0.22969190776348114 (0.21507347459820184) | > loss_disc_real_3: 0.21632637083530426 (0.22532661039043556) | > loss_disc_real_4: 0.21172140538692474 (0.2206612868290959) | > loss_disc_real_5: 0.18827128410339355 (0.2124609939302459) | > loss_0: 2.4202051162719727 (2.311324311025216) | > grad_norm_0: tensor(14.9992, device='cuda:0') (tensor(20.0723, device='cuda:0')) | > loss_gen: 2.415083885192871 (2.5768338920492124) | > loss_kl: 1.846498727798462 (1.7647663314234128) | > loss_feat: 7.129615783691406 (7.468392382968556) | > loss_mel: 18.048112869262695 (19.002419139399674) | > loss_duration: 2.177741527557373 (2.088166360150684) | > loss_1: 31.617053985595703 (32.90057794253031) | > grad_norm_1: tensor(65.5701, device='cuda:0') (tensor(212.3423, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.4315 (0.379462058797027) | > loader_time: 0.0069 (0.00431528597167044)  --> TIME: 2024-06-11 00:56:40 -- STEP: 289/330 -- GLOBAL_STEP: 163200 | > loss_disc: 2.3170361518859863 (2.3153034304252555) | > loss_disc_real_0: 0.1791350096464157 (0.11781521827291865) | > loss_disc_real_1: 0.23077188432216644 (0.2026778702917396) | > loss_disc_real_2: 0.2357453852891922 (0.21515348625843086) | > loss_disc_real_3: 0.26186081767082214 (0.22547447892827557) | > loss_disc_real_4: 0.24343106150627136 (0.22057398658722738) | > loss_disc_real_5: 0.22478273510932922 (0.21239252517380103) | > loss_0: 2.3170361518859863 (2.3153034304252555) | > grad_norm_0: tensor(44.2928, device='cuda:0') (tensor(20.6125, device='cuda:0')) | > loss_gen: 2.6994926929473877 (2.5713114878710583) | > loss_kl: 1.8698463439941406 (1.7653443169841305) | > loss_feat: 8.159231185913086 (7.459302116842831) | > loss_mel: 17.572250366210938 (18.957558635196886) | > loss_duration: 2.236724853515625 (2.096547152756819) | > loss_1: 32.53754425048828 (32.85006358136768) | > grad_norm_1: tensor(412.6411, device='cuda:0') (tensor(220.9262, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.4498 (0.38475615508003613) | > loader_time: 0.0064 (0.004479871076696057)  --> TIME: 2024-06-11 00:56:52 -- STEP: 314/330 -- GLOBAL_STEP: 163225 | > loss_disc: 2.287931442260742 (2.3129007102577552) | > loss_disc_real_0: 0.15583111345767975 (0.11825745400919277) | > loss_disc_real_1: 0.20695582032203674 (0.2025410375397676) | > loss_disc_real_2: 0.2272924929857254 (0.21490472199241067) | > loss_disc_real_3: 0.22775454819202423 (0.22502359833307328) | > loss_disc_real_4: 0.1937408149242401 (0.22013738049063708) | > loss_disc_real_5: 0.1850147843360901 (0.21182110934120835) | > loss_0: 2.287931442260742 (2.3129007102577552) | > grad_norm_0: tensor(18.2248, device='cuda:0') (tensor(21.0408, device='cuda:0')) | > loss_gen: 2.497490644454956 (2.5708837083950185) | > loss_kl: 1.766516089439392 (1.7643289106666662) | > loss_feat: 8.367654800415039 (7.494568413230264) | > loss_mel: 18.967426300048828 (18.92537811303594) | > loss_duration: 2.2877283096313477 (2.1084154574734377) | > loss_1: 33.88681411743164 (32.8635744714433) | > grad_norm_1: tensor(244.0109, device='cuda:0') (tensor(227.9688, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.5301 (0.39307696880049) | > loader_time: 0.0086 (0.004680975227598929)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3192291259765625 (2.3192291259765625) | > loss_disc_real_0: 0.139879047870636 (0.139879047870636) | > loss_disc_real_1: 0.27092742919921875 (0.27092742919921875) | > loss_disc_real_2: 0.21868741512298584 (0.21868741512298584) | > loss_disc_real_3: 0.23466262221336365 (0.23466262221336365) | > loss_disc_real_4: 0.24297547340393066 (0.24297547340393066) | > loss_disc_real_5: 0.2547152042388916 (0.2547152042388916) | > loss_0: 2.3192291259765625 (2.3192291259765625) | > loss_gen: 2.619217872619629 (2.619217872619629) | > loss_kl: 1.7331606149673462 (1.7331606149673462) | > loss_feat: 7.806633472442627 (7.806633472442627) | > loss_mel: 19.07430076599121 (19.07430076599121) | > loss_duration: 2.7706408500671387 (2.7706408500671387) | > loss_1: 34.00395202636719 (34.00395202636719)  --> STEP: 1 | > loss_disc: 2.2994680404663086 (2.2994680404663086) | > loss_disc_real_0: 0.04051651805639267 (0.04051651805639267) | > loss_disc_real_1: 0.16075721383094788 (0.16075721383094788) | > loss_disc_real_2: 0.22795012593269348 (0.22795012593269348) | > loss_disc_real_3: 0.24545809626579285 (0.24545809626579285) | > loss_disc_real_4: 0.18789570033550262 (0.18789570033550262) | > loss_disc_real_5: 0.280592143535614 (0.280592143535614) | > loss_0: 2.2994680404663086 (2.2994680404663086) | > loss_gen: 2.311934232711792 (2.311934232711792) | > loss_kl: 1.5432043075561523 (1.5432043075561523) | > loss_feat: 7.1339592933654785 (7.1339592933654785) | > loss_mel: 20.59004783630371 (20.59004783630371) | > loss_duration: 2.3329286575317383 (2.3329286575317383) | > loss_1: 33.91207504272461 (33.91207504272461)  --> STEP: 2 | > loss_disc: 2.2942118644714355 (2.296839952468872) | > loss_disc_real_0: 0.1193891167640686 (0.07995281741023064) | > loss_disc_real_1: 0.26263391971588135 (0.2116955667734146) | > loss_disc_real_2: 0.25875329971313477 (0.24335171282291412) | > loss_disc_real_3: 0.3579154312610626 (0.30168676376342773) | > loss_disc_real_4: 0.26212868094444275 (0.2250121906399727) | > loss_disc_real_5: 0.3251687288284302 (0.3028804361820221) | > loss_0: 2.2942118644714355 (2.296839952468872) | > loss_gen: 3.344937324523926 (2.828435778617859) | > loss_kl: 1.7779603004455566 (1.6605823040008545) | > loss_feat: 7.172876358032227 (7.1534178256988525) | > loss_mel: 20.970455169677734 (20.780251502990723) | > loss_duration: 2.4000611305236816 (2.36649489402771) | > loss_1: 35.666290283203125 (34.78918266296387)  --> STEP: 3 | > loss_disc: 2.1032376289367676 (2.2323058446248374) | > loss_disc_real_0: 0.04953976720571518 (0.06981513400872548) | > loss_disc_real_1: 0.13070674240589142 (0.1846992919842402) | > loss_disc_real_2: 0.19476798176765442 (0.22715713580449423) | > loss_disc_real_3: 0.29312530159950256 (0.2988329430421193) | > loss_disc_real_4: 0.25332751870155334 (0.23445063332716623) | > loss_disc_real_5: 0.2588983178138733 (0.28821973005930585) | > loss_0: 2.1032376289367676 (2.2323058446248374) | > loss_gen: 2.7124619483947754 (2.7897778352101645) | > loss_kl: 2.419445037841797 (1.913536548614502) | > loss_feat: 8.02284049987793 (7.443225383758545) | > loss_mel: 20.16508674621582 (20.575196584065754) | > loss_duration: 2.185460090637207 (2.306149959564209) | > loss_1: 35.50529479980469 (35.027886708577476)  --> STEP: 4 | > loss_disc: 2.213104724884033 (2.2275055646896362) | > loss_disc_real_0: 0.063716359436512 (0.06829044036567211) | > loss_disc_real_1: 0.2926523685455322 (0.21168756112456322) | > loss_disc_real_2: 0.2598626911640167 (0.23533352464437485) | > loss_disc_real_3: 0.2794732451438904 (0.2939930185675621) | > loss_disc_real_4: 0.24468392133712769 (0.2370089553296566) | > loss_disc_real_5: 0.24368944764137268 (0.27708715945482254) | > loss_0: 2.213104724884033 (2.2275055646896362) | > loss_gen: 2.86915922164917 (2.8096231818199158) | > loss_kl: 2.930553436279297 (2.1677907705307007) | > loss_feat: 6.531862735748291 (7.2153847217559814) | > loss_mel: 21.095861434936523 (20.705362796783447) | > loss_duration: 2.2298693656921387 (2.2870798110961914) | > loss_1: 35.65730667114258 (35.18524169921875)  --> STEP: 5 | > loss_disc: 2.468844175338745 (2.275773286819458) | > loss_disc_real_0: 0.0989188700914383 (0.07441612631082535) | > loss_disc_real_1: 0.2955096364021301 (0.2284519761800766) | > loss_disc_real_2: 0.23547151684761047 (0.23536112308502197) | > loss_disc_real_3: 0.2626863121986389 (0.28773167729377747) | > loss_disc_real_4: 0.2643309235572815 (0.24247334897518158) | > loss_disc_real_5: 0.2652839124202728 (0.2747265100479126) | > loss_0: 2.468844175338745 (2.275773286819458) | > loss_gen: 2.5436699390411377 (2.75643253326416) | > loss_kl: 1.5610249042510986 (2.0464375972747804) | > loss_feat: 5.7612624168396 (6.924560260772705) | > loss_mel: 20.207609176635742 (20.605812072753906) | > loss_duration: 2.305525302886963 (2.2907689094543455) | > loss_1: 32.379093170166016 (34.6240119934082)  --> STEP: 6 | > loss_disc: 2.501659393310547 (2.3134209712346396) | > loss_disc_real_0: 0.055541813373565674 (0.07127040748794873) | > loss_disc_real_1: 0.2875193655490875 (0.23829654107491174) | > loss_disc_real_2: 0.30492544174194336 (0.24695517619450888) | > loss_disc_real_3: 0.32700008153915405 (0.2942764113346736) | > loss_disc_real_4: 0.2576991319656372 (0.24501097947359085) | > loss_disc_real_5: 0.2984159588813782 (0.27867475152015686) | > loss_0: 2.501659393310547 (2.3134209712346396) | > loss_gen: 2.7438035011291504 (2.7543276945749917) | > loss_kl: 2.255077600479126 (2.0812109311421714) | > loss_feat: 7.007411956787109 (6.9383688767751055) | > loss_mel: 19.979814529418945 (20.501479148864746) | > loss_duration: 2.1390721797943115 (2.2654861211776733) | > loss_1: 34.125179290771484 (34.540873209635414)  --> STEP: 7 | > loss_disc: 2.382448434829712 (2.323282037462507) | > loss_disc_real_0: 0.06906180083751678 (0.07095489225217275) | > loss_disc_real_1: 0.31280267238616943 (0.24894027411937714) | > loss_disc_real_2: 0.1896216869354248 (0.23876467772892543) | > loss_disc_real_3: 0.22342544794082642 (0.28415484513555256) | > loss_disc_real_4: 0.29296034574508667 (0.2518608889409474) | > loss_disc_real_5: 0.3128616213798523 (0.28355859007154194) | > loss_0: 2.382448434829712 (2.323282037462507) | > loss_gen: 2.5983073711395264 (2.732039076941354) | > loss_kl: 3.0067710876464844 (2.2134338106427873) | > loss_feat: 5.119874000549316 (6.678583894457136) | > loss_mel: 19.05663299560547 (20.295072555541992) | > loss_duration: 2.380145311355591 (2.2818660054888045) | > loss_1: 32.16172790527344 (34.20099530901228)  --> STEP: 8 | > loss_disc: 2.308504581451416 (2.3214348554611206) | > loss_disc_real_0: 0.05004569888114929 (0.06834124308079481) | > loss_disc_real_1: 0.2359803169965744 (0.2473202794790268) | > loss_disc_real_2: 0.132928267121315 (0.22553512640297413) | > loss_disc_real_3: 0.2376152127981186 (0.2783373910933733) | > loss_disc_real_4: 0.19911938905715942 (0.2452682014554739) | > loss_disc_real_5: 0.3045116066932678 (0.28617771714925766) | > loss_0: 2.308504581451416 (2.3214348554611206) | > loss_gen: 2.405416488647461 (2.6912112534046173) | > loss_kl: 2.6485791206359863 (2.2678269743919373) | > loss_feat: 10.357373237609863 (7.138432562351227) | > loss_mel: 20.718229293823242 (20.34796714782715) | > loss_duration: 2.148127555847168 (2.2651486992836) | > loss_1: 38.27772903442383 (34.71058702468872)  --> STEP: 9 | > loss_disc: 2.1985855102539062 (2.3077849282158747) | > loss_disc_real_0: 0.09273439645767212 (0.0710515934560034) | > loss_disc_real_1: 0.18737277388572693 (0.2406594455242157) | > loss_disc_real_2: 0.18809571862220764 (0.22137519220511118) | > loss_disc_real_3: 0.21423813700675964 (0.2712152517504162) | > loss_disc_real_4: 0.15428562462329865 (0.23515902625189888) | > loss_disc_real_5: 0.3148753046989441 (0.28936633798811173) | > loss_0: 2.1985855102539062 (2.3077849282158747) | > loss_gen: 2.562565803527832 (2.676917314529419) | > loss_kl: 1.9411253929138184 (2.2315267986721463) | > loss_feat: 10.506331443786621 (7.5126435491773815) | > loss_mel: 21.97971534729004 (20.529272503323025) | > loss_duration: 2.110814094543457 (2.2480004098680286) | > loss_1: 39.100547790527344 (35.198360443115234)  --> STEP: 10 | > loss_disc: 2.5214738845825195 (2.329153823852539) | > loss_disc_real_0: 0.1350976973772049 (0.07745620384812354) | > loss_disc_real_1: 0.3391585350036621 (0.25050935447216033) | > loss_disc_real_2: 0.30895596742630005 (0.23013326972723008) | > loss_disc_real_3: 0.2945086359977722 (0.2735445901751518) | > loss_disc_real_4: 0.2680399715900421 (0.2384471207857132) | > loss_disc_real_5: 0.4127548635005951 (0.30170519053936007) | > loss_0: 2.5214738845825195 (2.329153823852539) | > loss_gen: 3.0222108364105225 (2.711446666717529) | > loss_kl: 2.0229060649871826 (2.21066472530365) | > loss_feat: 5.838082313537598 (7.345187425613403) | > loss_mel: 19.05074691772461 (20.381419944763184) | > loss_duration: 2.24645733833313 (2.2478461027145387) | > loss_1: 32.18040466308594 (34.8965648651123)  --> STEP: 11 | > loss_disc: 2.3510093688964844 (2.3311406915838067) | > loss_disc_real_0: 0.09731898456811905 (0.07926191118630496) | > loss_disc_real_1: 0.2214471697807312 (0.24786733768203043) | > loss_disc_real_2: 0.23746061325073242 (0.23079939186573029) | > loss_disc_real_3: 0.251022607088089 (0.271497137167237) | > loss_disc_real_4: 0.17519401013851166 (0.23269683799960397) | > loss_disc_real_5: 0.25880536437034607 (0.29780520634217694) | > loss_0: 2.3510093688964844 (2.3311406915838067) | > loss_gen: 2.4042296409606934 (2.6835178461941807) | > loss_kl: 2.6557230949401855 (2.2511245770887895) | > loss_feat: 8.209452629089355 (7.423756989565763) | > loss_mel: 19.332622528076172 (20.286074725064363) | > loss_duration: 2.3853111267089844 (2.26034292307767) | > loss_1: 34.98733901977539 (34.904817060990766)  --> STEP: 12 | > loss_disc: 2.138895034790039 (2.315120220184326) | > loss_disc_real_0: 0.06477010250091553 (0.0780542604625225) | > loss_disc_real_1: 0.22786666452884674 (0.24620061491926512) | > loss_disc_real_2: 0.2350858449935913 (0.23115659629305205) | > loss_disc_real_3: 0.20519910752773285 (0.265972301363945) | > loss_disc_real_4: 0.14690865576267242 (0.225547822813193) | > loss_disc_real_5: 0.13144803047180176 (0.283942108352979) | > loss_0: 2.138895034790039 (2.315120220184326) | > loss_gen: 2.42000412940979 (2.661558369795481) | > loss_kl: 1.563812494277954 (2.1938485701878867) | > loss_feat: 7.130022048950195 (7.399279077847798) | > loss_mel: 19.389638900756836 (20.211371739705402) | > loss_duration: 2.2084386348724365 (2.256017565727234) | > loss_1: 32.7119140625 (34.72207514444987)  --> STEP: 13 | > loss_disc: 2.412075996398926 (2.3225783568162184) | > loss_disc_real_0: 0.18986202776432037 (0.08665485794727619) | > loss_disc_real_1: 0.3131552040576935 (0.25135096792991346) | > loss_disc_real_2: 0.2588387727737427 (0.23328599448387438) | > loss_disc_real_3: 0.26398447155952454 (0.2658193913789896) | > loss_disc_real_4: 0.17281638085842133 (0.22149155804744133) | > loss_disc_real_5: 0.1959434449672699 (0.2771729804002322) | > loss_0: 2.412075996398926 (2.3225783568162184) | > loss_gen: 2.4453048706054688 (2.6449234852424035) | > loss_kl: 2.039968729019165 (2.182011659328754) | > loss_feat: 6.000734806060791 (7.291698749248798) | > loss_mel: 17.30620574951172 (19.98789743276743) | > loss_duration: 2.165919542312622 (2.2490869485414944) | > loss_1: 29.958133697509766 (34.35561811006986)  --> STEP: 14 | > loss_disc: 1.873826265335083 (2.2905246359961375) | > loss_disc_real_0: 0.0794769823551178 (0.0861421525478363) | > loss_disc_real_1: 0.20954129099845886 (0.24836456243480956) | > loss_disc_real_2: 0.20815898478031158 (0.23149120807647705) | > loss_disc_real_3: 0.2665068209171295 (0.2658684934888567) | > loss_disc_real_4: 0.18432116508483887 (0.21883652997868402) | > loss_disc_real_5: 0.23585304617881775 (0.27422155652727404) | > loss_0: 1.873826265335083 (2.2905246359961375) | > loss_gen: 3.247213840484619 (2.687944224902562) | > loss_kl: 2.472905397415161 (2.2027897834777828) | > loss_feat: 9.325490951538086 (7.43696962084089) | > loss_mel: 21.010927200317383 (20.060970987592423) | > loss_duration: 2.335433006286621 (2.2552545240947177) | > loss_1: 38.391971588134766 (34.64392907278879)  --> STEP: 15 | > loss_disc: 2.3860952854156494 (2.2968960126241047) | > loss_disc_real_0: 0.14376182854175568 (0.08998346428076426) | > loss_disc_real_1: 0.3012987971305847 (0.25189351141452787) | > loss_disc_real_2: 0.3069322109222412 (0.23652060826619467) | > loss_disc_real_3: 0.23407502472400665 (0.2637489289045334) | > loss_disc_real_4: 0.19468776881694794 (0.2172266125679016) | > loss_disc_real_5: 0.19482646882534027 (0.26892855068047844) | > loss_0: 2.3860952854156494 (2.2968960126241047) | > loss_gen: 2.7660622596740723 (2.693152093887329) | > loss_kl: 2.9962289333343506 (2.2556857268015538) | > loss_feat: 7.081112861633301 (7.413245836893718) | > loss_mel: 19.370832443237305 (20.014961751302085) | > loss_duration: 2.314061403274536 (2.2591749827067056) | > loss_1: 34.528297424316406 (34.63622029622396)  --> STEP: 16 | > loss_disc: 2.574143409729004 (2.314223974943161) | > loss_disc_real_0: 0.1257932484149933 (0.09222157578915358) | > loss_disc_real_1: 0.28593289852142334 (0.25402097310870886) | > loss_disc_real_2: 0.25249382853507996 (0.237518934533) | > loss_disc_real_3: 0.27952903509140015 (0.26473518554121256) | > loss_disc_real_4: 0.30489394068717957 (0.22270582057535648) | > loss_disc_real_5: 0.29481467604637146 (0.27054643351584673) | > loss_0: 2.574143409729004 (2.314223974943161) | > loss_gen: 2.813215970993042 (2.700656086206436) | > loss_kl: 2.2472734451293945 (2.255159959197044) | > loss_feat: 8.795278549194336 (7.499622881412506) | > loss_mel: 17.514596939086914 (19.858688950538635) | > loss_duration: 2.310044765472412 (2.2623543441295624) | > loss_1: 33.6804084777832 (34.57648205757141)  --> STEP: 17 | > loss_disc: 2.629688262939453 (2.3327806977664722) | > loss_disc_real_0: 0.11006300151348114 (0.09327107141999637) | > loss_disc_real_1: 0.4071793854236603 (0.2630302914801766) | > loss_disc_real_2: 0.2905040979385376 (0.2406357088509728) | > loss_disc_real_3: 0.37434154748916626 (0.27118261859697457) | > loss_disc_real_4: 0.3099011778831482 (0.2278349592405207) | > loss_disc_real_5: 0.3638530373573303 (0.2760350572712281) | > loss_0: 2.629688262939453 (2.3327806977664722) | > loss_gen: 2.9659922122955322 (2.7162640936234417) | > loss_kl: 2.11720871925354 (2.247045180376838) | > loss_feat: 6.583176612854004 (7.445714277379653) | > loss_mel: 18.380796432495117 (19.771754096536075) | > loss_duration: 2.345107078552246 (2.267222152036779) | > loss_1: 32.39228057861328 (34.447999617632696)  --> STEP: 18 | > loss_disc: 2.4186136722564697 (2.33754919634925) | > loss_disc_real_0: 0.1164884939789772 (0.09456092822882864) | > loss_disc_real_1: 0.2661275863647461 (0.26320236341820824) | > loss_disc_real_2: 0.22771042585372925 (0.23991763757334816) | > loss_disc_real_3: 0.22949470579624176 (0.2688666234413783) | > loss_disc_real_4: 0.15684542059898376 (0.22389109598265755) | > loss_disc_real_5: 0.24912747740745544 (0.27454019172324073) | > loss_0: 2.4186136722564697 (2.33754919634925) | > loss_gen: 2.285273551940918 (2.6923201746410794) | > loss_kl: 3.111398220062256 (2.2950647936926942) | > loss_feat: 6.913187503814697 (7.416129456626044) | > loss_mel: 16.321514129638672 (19.580074098375107) | > loss_duration: 2.239062786102295 (2.2656577428181968) | > loss_1: 30.870437622070312 (34.249246173434784)  --> STEP: 19 | > loss_disc: 2.560823440551758 (2.3493004723599085) | > loss_disc_real_0: 0.11402778327465057 (0.0955854995470298) | > loss_disc_real_1: 0.28601568937301636 (0.26440306478425074) | > loss_disc_real_2: 0.1782224327325821 (0.23667052152909732) | > loss_disc_real_3: 0.31680458784103394 (0.2713896741992549) | > loss_disc_real_4: 0.23613718152046204 (0.22453562680043673) | > loss_disc_real_5: 0.2970799207687378 (0.27572649325195114) | > loss_0: 2.560823440551758 (2.3493004723599085) | > loss_gen: 2.3832104206085205 (2.676051240218313) | > loss_kl: 1.9081038236618042 (2.274698426848963) | > loss_feat: 6.037237167358398 (7.343556178243537) | > loss_mel: 17.235265731811523 (19.456663131713867) | > loss_duration: 2.324366569519043 (2.2687476810656095) | > loss_1: 29.88818359375 (34.019716563977696)  --> STEP: 20 | > loss_disc: 2.365750789642334 (2.35012298822403) | > loss_disc_real_0: 0.10243843495845795 (0.0959281463176012) | > loss_disc_real_1: 0.2906126081943512 (0.26571354195475577) | > loss_disc_real_2: 0.3317600190639496 (0.24142499640583992) | > loss_disc_real_3: 0.3168393075466156 (0.27366215586662296) | > loss_disc_real_4: 0.24970005452632904 (0.22579384818673134) | > loss_disc_real_5: 0.28179970383644104 (0.2760301537811757) | > loss_0: 2.365750789642334 (2.35012298822403) | > loss_gen: 3.0559911727905273 (2.6950482368469237) | > loss_kl: 1.2946549654006958 (2.22569625377655) | > loss_feat: 7.911777019500732 (7.371967220306397) | > loss_mel: 20.313880920410156 (19.49952402114868) | > loss_duration: 2.3034486770629883 (2.2704827308654787) | > loss_1: 34.87975311279297 (34.06271839141846)  --> STEP: 21 | > loss_disc: 2.2608017921447754 (2.3458695979345414) | > loss_disc_real_0: 0.042232170701026917 (0.09337119509776433) | > loss_disc_real_1: 0.2316569983959198 (0.2640918017852874) | > loss_disc_real_2: 0.2341741919517517 (0.2410797200032643) | > loss_disc_real_3: 0.2633534371852875 (0.2731712645008451) | > loss_disc_real_4: 0.23859769105911255 (0.22640355499017806) | > loss_disc_real_5: 0.19055457413196564 (0.2719598880835943) | > loss_0: 2.2608017921447754 (2.3458695979345414) | > loss_gen: 2.6511707305908203 (2.6929588317871094) | > loss_kl: 3.015634775161743 (2.263312373842512) | > loss_feat: 5.857253074645996 (7.299837975274949) | > loss_mel: 16.47815704345703 (19.355649403163365) | > loss_duration: 2.0557501316070557 (2.26025736899603) | > loss_1: 30.057964324951172 (33.87201581682478)  --> STEP: 22 | > loss_disc: 2.2955658435821533 (2.3435830636457964) | > loss_disc_real_0: 0.1053992286324501 (0.0939179238947955) | > loss_disc_real_1: 0.19941024482250214 (0.2611517310142517) | > loss_disc_real_2: 0.2127358764410019 (0.2397913634777069) | > loss_disc_real_3: 0.23199354112148285 (0.2712995498017832) | > loss_disc_real_4: 0.15001171827316284 (0.22293119877576828) | > loss_disc_real_5: 0.1990463137626648 (0.26864563470537023) | > loss_0: 2.2955658435821533 (2.3435830636457964) | > loss_gen: 2.2707064151763916 (2.673765540122986) | > loss_kl: 1.8195301294326782 (2.243140453642065) | > loss_feat: 8.587182998657227 (7.358353658155962) | > loss_mel: 20.003116607666016 (19.385079730640758) | > loss_duration: 2.159066677093506 (2.2556577920913696) | > loss_1: 34.839603424072266 (33.915997071699664)  --> STEP: 23 | > loss_disc: 2.740485191345215 (2.360839677893597) | > loss_disc_real_0: 0.1261947602033615 (0.09532126460386359) | > loss_disc_real_1: 0.3512676954269409 (0.2650698164234991) | > loss_disc_real_2: 0.26586201786994934 (0.24092487019041312) | > loss_disc_real_3: 0.3136976957321167 (0.27314294745092815) | > loss_disc_real_4: 0.25397855043411255 (0.2242810836304789) | > loss_disc_real_5: 0.3030768632888794 (0.2701426446437837) | > loss_0: 2.740485191345215 (2.360839677893597) | > loss_gen: 2.459169864654541 (2.6644352933634883) | > loss_kl: 2.3378379344940186 (2.2472577354182373) | > loss_feat: 6.265505790710449 (7.310838533484417) | > loss_mel: 17.75370979309082 (19.314150602921195) | > loss_duration: 2.2895169258117676 (2.2571299283400825) | > loss_1: 31.10573959350586 (33.79381196395211)  --> STEP: 24 | > loss_disc: 2.474745988845825 (2.3655857741832733) | > loss_disc_real_0: 0.04207029193639755 (0.0931024740760525) | > loss_disc_real_1: 0.31146201491355896 (0.26700282469391823) | > loss_disc_real_2: 0.19923603534698486 (0.23918783540527025) | > loss_disc_real_3: 0.2744249105453491 (0.27319636257986235) | > loss_disc_real_4: 0.2583307921886444 (0.22569982148706913) | > loss_disc_real_5: 0.3785760700702667 (0.2746607040365538) | > loss_0: 2.474745988845825 (2.3655857741832733) | > loss_gen: 2.560206890106201 (2.660092443227768) | > loss_kl: 2.645258903503418 (2.2638411174217867) | > loss_feat: 8.921175003051758 (7.377935886383057) | > loss_mel: 20.440303802490234 (19.36107365290324) | > loss_duration: 2.446958541870117 (2.265039453903834) | > loss_1: 37.01390075683594 (33.92798233032227)  --> STEP: 25 | > loss_disc: 2.3834900856018066 (2.366301946640015) | > loss_disc_real_0: 0.07122284173965454 (0.09222728878259659) | > loss_disc_real_1: 0.22341975569725037 (0.2652595019340515) | > loss_disc_real_2: 0.21485833823680878 (0.2382146555185318) | > loss_disc_real_3: 0.25894322991371155 (0.27262623727321633) | > loss_disc_real_4: 0.21466253697872162 (0.22525833010673524) | > loss_disc_real_5: 0.2678166329860687 (0.2743869411945344) | > loss_0: 2.3834900856018066 (2.366301946640015) | > loss_gen: 2.2878475189208984 (2.645202646255493) | > loss_kl: 2.1683216094970703 (2.2600203371047978) | > loss_feat: 6.734361171722412 (7.35219289779663) | > loss_mel: 18.843406677246094 (19.340366973876954) | > loss_duration: 2.3281052112579346 (2.267562084197998) | > loss_1: 32.36204147338867 (33.86534469604493)  --> STEP: 26 | > loss_disc: 2.7294278144836426 (2.380268326172462) | > loss_disc_real_0: 0.17200399935245514 (0.09529562380451423) | > loss_disc_real_1: 0.27150052785873413 (0.26549954139269316) | > loss_disc_real_2: 0.17500938475131989 (0.23578368356594673) | > loss_disc_real_3: 0.24320515990257263 (0.2714946573743454) | > loss_disc_real_4: 0.19002580642700195 (0.2239032330421301) | > loss_disc_real_5: 0.20834867656230927 (0.27184700793944877) | > loss_0: 2.7294278144836426 (2.380268326172462) | > loss_gen: 1.9268461465835571 (2.617573550114265) | > loss_kl: 2.4056472778320312 (2.2656213732866144) | > loss_feat: 8.285162925720215 (7.388076360409077) | > loss_mel: 12.540949821472168 (19.078850929553692) | > loss_duration: 2.3035688400268555 (2.268946959422185) | > loss_1: 27.462173461914062 (33.61906887934759) --> EVAL PERFORMANCE | > avg_loader_time: 0.002499736272371732 (+6.171373220590325e-05) | > avg_loss_disc: 2.380268326172462 (+0.05152530853564885) | > avg_loss_disc_real_0: 0.09529562380451423 (-0.06993799456037009) | > avg_loss_disc_real_1: 0.26549954139269316 (+0.0902152038537539) | > avg_loss_disc_real_2: 0.23578368356594673 (-0.006013533243766189) | > avg_loss_disc_real_3: 0.2714946573743454 (+0.037890966408527904) | > avg_loss_disc_real_4: 0.2239032330421301 (-0.046909411939290824) | > avg_loss_disc_real_5: 0.27184700793944877 (+0.009231440149820747) | > avg_loss_0: 2.380268326172462 (+0.05152530853564885) | > avg_loss_gen: 2.617573550114265 (-0.05898405496890735) | > avg_loss_kl: 2.2656213732866144 (-0.002820730209350142) | > avg_loss_feat: 7.388076360409077 (+0.09010973343482398) | > avg_loss_mel: 19.078850929553692 (+0.18182064936711484) | > avg_loss_duration: 2.268946959422185 (-0.01547354001265333) | > avg_loss_1: 33.61906887934759 (+0.19465160369873757)  > EPOCH: 228/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 00:57:21)   --> TIME: 2024-06-11 00:57:25 -- STEP: 9/330 -- GLOBAL_STEP: 163250 | > loss_disc: 2.4182863235473633 (2.34238518608941) | > loss_disc_real_0: 0.09430575370788574 (0.10552766339646445) | > loss_disc_real_1: 0.17720218002796173 (0.2099654277165731) | > loss_disc_real_2: 0.21021084487438202 (0.21677068869272867) | > loss_disc_real_3: 0.28449547290802 (0.22227955361207327) | > loss_disc_real_4: 0.25465166568756104 (0.21096195611688826) | > loss_disc_real_5: 0.23292189836502075 (0.21546455721060434) | > loss_0: 2.4182863235473633 (2.34238518608941) | > grad_norm_0: tensor(5.1389, device='cuda:0') (tensor(6.4297, device='cuda:0')) | > loss_gen: 2.5160703659057617 (2.480554050869412) | > loss_kl: 1.5663524866104126 (1.6626108090082805) | > loss_feat: 7.666956901550293 (7.023234473334418) | > loss_mel: 19.41521644592285 (19.54040633307563) | > loss_duration: 2.168863296508789 (2.2340566052330866) | > loss_1: 33.333457946777344 (32.94086159600152) | > grad_norm_1: tensor(90.1067, device='cuda:0') (tensor(80.9421, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3319 (0.3379934893714057) | > loader_time: 0.0029 (0.003276268641153971)  --> TIME: 2024-06-11 00:57:34 -- STEP: 34/330 -- GLOBAL_STEP: 163275 | > loss_disc: 2.3642616271972656 (2.2986921983606665) | > loss_disc_real_0: 0.1708095371723175 (0.10865618858267279) | > loss_disc_real_1: 0.23185433447360992 (0.20355094662484) | > loss_disc_real_2: 0.22376306354999542 (0.21039901761447682) | > loss_disc_real_3: 0.23192012310028076 (0.2225976717822692) | > loss_disc_real_4: 0.23830392956733704 (0.21889720068258398) | > loss_disc_real_5: 0.24403886497020721 (0.21804053073420243) | > loss_0: 2.3642616271972656 (2.2986921983606665) | > grad_norm_0: tensor(15.5381, device='cuda:0') (tensor(7.5040, device='cuda:0')) | > loss_gen: 2.6234261989593506 (2.5540674504111793) | > loss_kl: 1.760138988494873 (1.7277247555115645) | > loss_feat: 8.029240608215332 (7.35287015578326) | > loss_mel: 19.641267776489258 (19.30291489993825) | > loss_duration: 2.08911395072937 (2.1079350113868713) | > loss_1: 34.1431884765625 (33.04551242379582) | > grad_norm_1: tensor(185.1138, device='cuda:0') (tensor(90.3943, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3444 (0.34714697389041677) | > loader_time: 0.0033 (0.0033430141561171588)  --> TIME: 2024-06-11 00:57:43 -- STEP: 59/330 -- GLOBAL_STEP: 163300 | > loss_disc: 2.3852875232696533 (2.294750791485027) | > loss_disc_real_0: 0.14081373810768127 (0.11062934464317258) | > loss_disc_real_1: 0.1773858666419983 (0.20099531568713108) | > loss_disc_real_2: 0.22371076047420502 (0.21134961535364893) | > loss_disc_real_3: 0.1964213103055954 (0.22229381991645036) | > loss_disc_real_4: 0.23876170814037323 (0.2208478630094205) | > loss_disc_real_5: 0.21542899310588837 (0.21690872008517637) | > loss_0: 2.3852875232696533 (2.294750791485027) | > grad_norm_0: tensor(9.5424, device='cuda:0') (tensor(8.0226, device='cuda:0')) | > loss_gen: 2.4233717918395996 (2.5566507800150724) | > loss_kl: 1.7512868642807007 (1.7348704863402804) | > loss_feat: 6.846899509429932 (7.376262406171379) | > loss_mel: 17.957876205444336 (19.191887645398165) | > loss_duration: 2.0050277709960938 (2.0750863228814094) | > loss_1: 30.98446273803711 (32.934757879224875) | > grad_norm_1: tensor(57.4450, device='cuda:0') (tensor(94.1349, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3465 (0.35099705599122116) | > loader_time: 0.0034 (0.003427743911743164)  --> TIME: 2024-06-11 00:57:52 -- STEP: 84/330 -- GLOBAL_STEP: 163325 | > loss_disc: 2.280421733856201 (2.2891176768711636) | > loss_disc_real_0: 0.11601883918046951 (0.11292002438789323) | > loss_disc_real_1: 0.15060362219810486 (0.19985603328262055) | > loss_disc_real_2: 0.18199439346790314 (0.2101850506095659) | > loss_disc_real_3: 0.19652555882930756 (0.22167385635631426) | > loss_disc_real_4: 0.21074019372463226 (0.2197725423389957) | > loss_disc_real_5: 0.19150540232658386 (0.21501678476730982) | > loss_0: 2.280421733856201 (2.2891176768711636) | > grad_norm_0: tensor(15.1583, device='cuda:0') (tensor(8.5657, device='cuda:0')) | > loss_gen: 2.525541305541992 (2.565332892395201) | > loss_kl: 1.5973721742630005 (1.736020410344714) | > loss_feat: 7.9964141845703125 (7.453066956429255) | > loss_mel: 19.450353622436523 (19.18310387929281) | > loss_duration: 2.1146655082702637 (2.0624729252996907) | > loss_1: 33.68434524536133 (32.99999722980317) | > grad_norm_1: tensor(159.4191, device='cuda:0') (tensor(98.7822, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3534 (0.35107753674189235) | > loader_time: 0.0041 (0.003498906180972145)  --> TIME: 2024-06-11 00:58:01 -- STEP: 109/330 -- GLOBAL_STEP: 163350 | > loss_disc: 2.2889821529388428 (2.2933946727612695) | > loss_disc_real_0: 0.14781223237514496 (0.11452409071386407) | > loss_disc_real_1: 0.19622047245502472 (0.20052462747884453) | > loss_disc_real_2: 0.21897989511489868 (0.2123683145560256) | > loss_disc_real_3: 0.2229156196117401 (0.22233682337704055) | > loss_disc_real_4: 0.22637012600898743 (0.21958500461294017) | > loss_disc_real_5: 0.22284060716629028 (0.21498741934058863) | > loss_0: 2.2889821529388428 (2.2933946727612695) | > grad_norm_0: tensor(15.3638, device='cuda:0') (tensor(9.5231, device='cuda:0')) | > loss_gen: 2.660482406616211 (2.5682021521647047) | > loss_kl: 1.8794499635696411 (1.74811044745489) | > loss_feat: 6.87467622756958 (7.433911669144937) | > loss_mel: 18.527008056640625 (19.128541281463896) | > loss_duration: 1.9974650144577026 (2.0597728600195806) | > loss_1: 31.939083099365234 (32.93853854258126) | > grad_norm_1: tensor(183.1272, device='cuda:0') (tensor(120.5707, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3469 (0.3524516306885884) | > loader_time: 0.004 (0.0035696357762048003)  --> TIME: 2024-06-11 00:58:11 -- STEP: 134/330 -- GLOBAL_STEP: 163375 | > loss_disc: 2.3812267780303955 (2.299973783208363) | > loss_disc_real_0: 0.1027727723121643 (0.11534803060453329) | > loss_disc_real_1: 0.23508286476135254 (0.20095184912432482) | > loss_disc_real_2: 0.2163754403591156 (0.21416807686215014) | > loss_disc_real_3: 0.22635582089424133 (0.22320390959729008) | > loss_disc_real_4: 0.2260732352733612 (0.21952064446548916) | > loss_disc_real_5: 0.18598732352256775 (0.21381305925436875) | > loss_0: 2.3812267780303955 (2.299973783208363) | > grad_norm_0: tensor(15.9818, device='cuda:0') (tensor(9.6590, device='cuda:0')) | > loss_gen: 2.495389699935913 (2.570339291843016) | > loss_kl: 1.845375657081604 (1.7534497842859866) | > loss_feat: 7.492921352386475 (7.433272849267989) | > loss_mel: 19.026302337646484 (19.129007211372027) | > loss_duration: 2.0595083236694336 (2.060774738219248) | > loss_1: 32.919498443603516 (32.946843930144794) | > grad_norm_1: tensor(188.5272, device='cuda:0') (tensor(120.0414, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3624 (0.3536719528596792) | > loader_time: 0.0043 (0.003669276166318068)  --> TIME: 2024-06-11 00:58:20 -- STEP: 159/330 -- GLOBAL_STEP: 163400 | > loss_disc: 2.215343475341797 (2.2983301150723823) | > loss_disc_real_0: 0.11449316889047623 (0.11581678308968274) | > loss_disc_real_1: 0.13303545117378235 (0.20039245176990078) | > loss_disc_real_2: 0.19043713808059692 (0.21387386565688266) | > loss_disc_real_3: 0.20488610863685608 (0.223285214987191) | > loss_disc_real_4: 0.21716633439064026 (0.21951533816520524) | > loss_disc_real_5: 0.16917897760868073 (0.213161106004655) | > loss_0: 2.215343475341797 (2.2983301150723823) | > grad_norm_0: tensor(25.4871, device='cuda:0') (tensor(10.7706, device='cuda:0')) | > loss_gen: 2.638889789581299 (2.572811401115274) | > loss_kl: 1.8175307512283325 (1.7569115709208847) | > loss_feat: 8.132380485534668 (7.4370213154726805) | > loss_mel: 19.072118759155273 (19.09940495281099) | > loss_duration: 2.0685629844665527 (2.0617730505061598) | > loss_1: 33.7294807434082 (32.92792231481779) | > grad_norm_1: tensor(216.6760, device='cuda:0') (tensor(135.5755, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3688 (0.3574543554078106) | > loader_time: 0.0044 (0.0038051215357750466)  --> TIME: 2024-06-11 00:58:30 -- STEP: 184/330 -- GLOBAL_STEP: 163425 | > loss_disc: 2.2353157997131348 (2.2954174189463896) | > loss_disc_real_0: 0.138742133975029 (0.11535217673720224) | > loss_disc_real_1: 0.2141202688217163 (0.20111744607920232) | > loss_disc_real_2: 0.2191450297832489 (0.21387018255241536) | > loss_disc_real_3: 0.20399592816829681 (0.2230030691008205) | > loss_disc_real_4: 0.1823010891675949 (0.2187058404897866) | > loss_disc_real_5: 0.21082346141338348 (0.21302738988205142) | > loss_0: 2.2353157997131348 (2.2954174189463896) | > grad_norm_0: tensor(24.5393, device='cuda:0') (tensor(12.8005, device='cuda:0')) | > loss_gen: 2.7811083793640137 (2.5800690288129067) | > loss_kl: 1.9638198614120483 (1.7616982719172605) | > loss_feat: 7.898226261138916 (7.45708678079688) | > loss_mel: 18.488025665283203 (19.075474542120222) | > loss_duration: 2.088557004928589 (2.066477599999179) | > loss_1: 33.2197380065918 (32.94080623336458) | > grad_norm_1: tensor(304.4648, device='cuda:0') (tensor(153.0314, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3882 (0.36139939142310085) | > loader_time: 0.0047 (0.003962396279625269)  --> TIME: 2024-06-11 00:58:40 -- STEP: 209/330 -- GLOBAL_STEP: 163450 | > loss_disc: 2.2722408771514893 (2.298002054816798) | > loss_disc_real_0: 0.08379422128200531 (0.11581756078312842) | > loss_disc_real_1: 0.21475625038146973 (0.20124281500800376) | > loss_disc_real_2: 0.2173050343990326 (0.21446390663893025) | > loss_disc_real_3: 0.23484531044960022 (0.22346798968657353) | > loss_disc_real_4: 0.23128002882003784 (0.21948839053868108) | > loss_disc_real_5: 0.2024553269147873 (0.21323188932603626) | > loss_0: 2.2722408771514893 (2.298002054816798) | > grad_norm_0: tensor(45.8759, device='cuda:0') (tensor(15.2853, device='cuda:0')) | > loss_gen: 2.5194547176361084 (2.58546865613837) | > loss_kl: 1.688814640045166 (1.7606261272749835) | > loss_feat: 7.228694438934326 (7.46501009544117) | > loss_mel: 18.26072120666504 (19.0344959240781) | > loss_duration: 2.1197574138641357 (2.07257766301552) | > loss_1: 31.817441940307617 (32.918178503593175) | > grad_norm_1: tensor(447.3334, device='cuda:0') (tensor(178.3838, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.3979 (0.36538586548070573) | > loader_time: 0.0049 (0.004101862747703442)  --> TIME: 2024-06-11 00:58:51 -- STEP: 234/330 -- GLOBAL_STEP: 163475 | > loss_disc: 2.4019765853881836 (2.299265381617423) | > loss_disc_real_0: 0.11586278676986694 (0.11591246342047667) | > loss_disc_real_1: 0.1770562380552292 (0.20288560991613275) | > loss_disc_real_2: 0.2136148065328598 (0.2142701962819466) | > loss_disc_real_3: 0.22627589106559753 (0.22303649636670056) | > loss_disc_real_4: 0.24325443804264069 (0.21967772515411052) | > loss_disc_real_5: 0.22511263191699982 (0.21303996488324597) | > loss_0: 2.4019765853881836 (2.299265381617423) | > grad_norm_0: tensor(34.1962, device='cuda:0') (tensor(16.0653, device='cuda:0')) | > loss_gen: 2.401339054107666 (2.5854197587722387) | > loss_kl: 1.711617112159729 (1.7598401960144698) | > loss_feat: 6.6639084815979 (7.464352939882849) | > loss_mel: 17.67755889892578 (19.003342049753563) | > loss_duration: 2.148148536682129 (2.0801060062188363) | > loss_1: 30.60257339477539 (32.89306093688704) | > grad_norm_1: tensor(442.1681, device='cuda:0') (tensor(191.6938, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.4286 (0.3700241655366032) | > loader_time: 0.0057 (0.004266283450982507)  --> TIME: 2024-06-11 00:59:02 -- STEP: 259/330 -- GLOBAL_STEP: 163500 | > loss_disc: 2.3430871963500977 (2.299991758633764) | > loss_disc_real_0: 0.16342374682426453 (0.1167293295379311) | > loss_disc_real_1: 0.24664796888828278 (0.20306739792170211) | > loss_disc_real_2: 0.19031105935573578 (0.21397783333960643) | > loss_disc_real_3: 0.19948159158229828 (0.2233449752841677) | > loss_disc_real_4: 0.20623213052749634 (0.2195443724458282) | > loss_disc_real_5: 0.20053240656852722 (0.21254792573599282) | > loss_0: 2.3430871963500977 (2.299991758633764) | > grad_norm_0: tensor(51.9801, device='cuda:0') (tensor(17.2364, device='cuda:0')) | > loss_gen: 2.5118157863616943 (2.586156346162774) | > loss_kl: 1.7782596349716187 (1.7579195784786035) | > loss_feat: 7.721155643463135 (7.490184235296654) | > loss_mel: 19.240541458129883 (18.98358529138749) | > loss_duration: 2.1875576972961426 (2.08644011167946) | > loss_1: 33.4393310546875 (32.90428553400811) | > grad_norm_1: tensor(371.6087, device='cuda:0') (tensor(206.5228, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.4223 (0.3760323174671776) | > loader_time: 0.0059 (0.004438836602170492) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_163500.pth  --> TIME: 2024-06-11 00:59:17 -- STEP: 284/330 -- GLOBAL_STEP: 163525 | > loss_disc: 2.3241939544677734 (2.301018644386614) | > loss_disc_real_0: 0.09014403820037842 (0.11778917407590739) | > loss_disc_real_1: 0.18227462470531464 (0.20294805930953635) | > loss_disc_real_2: 0.18571922183036804 (0.21417462447999225) | > loss_disc_real_3: 0.17520685493946075 (0.2233437733121321) | > loss_disc_real_4: 0.17825569212436676 (0.21937436138240382) | > loss_disc_real_5: 0.2148744910955429 (0.212789520096611) | > loss_0: 2.3241939544677734 (2.301018644386614) | > grad_norm_0: tensor(38.2806, device='cuda:0') (tensor(19.7585, device='cuda:0')) | > loss_gen: 2.6738173961639404 (2.5903765794257043) | > loss_kl: 1.792982816696167 (1.757657157283434) | > loss_feat: 7.6672043800354 (7.515315247253633) | > loss_mel: 18.925655364990234 (18.938894574071327) | > loss_duration: 2.1805055141448975 (2.094641141068768) | > loss_1: 33.24016189575195 (32.896884689868315) | > grad_norm_1: tensor(413.1220, device='cuda:0') (tensor(223.0582, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.4445 (0.38205675507934994) | > loader_time: 0.0071 (0.004617814446838807)  --> TIME: 2024-06-11 00:59:29 -- STEP: 309/330 -- GLOBAL_STEP: 163550 | > loss_disc: 2.3484766483306885 (2.3021323827478106) | > loss_disc_real_0: 0.16739344596862793 (0.1189038196283251) | > loss_disc_real_1: 0.21962742507457733 (0.2031611320366752) | > loss_disc_real_2: 0.2409328669309616 (0.21420522072747292) | > loss_disc_real_3: 0.24629966914653778 (0.22299662377070456) | > loss_disc_real_4: 0.22674201428890228 (0.21967634457407642) | > loss_disc_real_5: 0.24689261615276337 (0.21253625725465303) | > loss_0: 2.3484766483306885 (2.3021323827478106) | > grad_norm_0: tensor(11.8719, device='cuda:0') (tensor(21.1126, device='cuda:0')) | > loss_gen: 2.5498735904693604 (2.588950716561871) | > loss_kl: 1.7596399784088135 (1.7591487832825554) | > loss_feat: 7.386354446411133 (7.524283193075927) | > loss_mel: 18.17694854736328 (18.90839287223939) | > loss_duration: 2.2704362869262695 (2.105346249531003) | > loss_1: 32.143253326416016 (32.8861217992591) | > grad_norm_1: tensor(59.4841, device='cuda:0') (tensor(232.8972, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.5001 (0.3897317836971344) | > loader_time: 0.0079 (0.0048128300885938126)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7054786682128906 (2.7054786682128906) | > loss_disc_real_0: 0.22180359065532684 (0.22180359065532684) | > loss_disc_real_1: 0.3292805552482605 (0.3292805552482605) | > loss_disc_real_2: 0.3097579777240753 (0.3097579777240753) | > loss_disc_real_3: 0.256757527589798 (0.256757527589798) | > loss_disc_real_4: 0.2591629922389984 (0.2591629922389984) | > loss_disc_real_5: 0.2557106912136078 (0.2557106912136078) | > loss_0: 2.7054786682128906 (2.7054786682128906) | > loss_gen: 2.4452762603759766 (2.4452762603759766) | > loss_kl: 1.9432626962661743 (1.9432626962661743) | > loss_feat: 3.504865884780884 (3.504865884780884) | > loss_mel: 14.956010818481445 (14.956010818481445) | > loss_duration: 2.844493865966797 (2.844493865966797) | > loss_1: 25.693910598754883 (25.693910598754883)  --> STEP: 1 | > loss_disc: 1.894444227218628 (1.894444227218628) | > loss_disc_real_0: 0.04914797097444534 (0.04914797097444534) | > loss_disc_real_1: 0.12359660118818283 (0.12359660118818283) | > loss_disc_real_2: 0.19756965339183807 (0.19756965339183807) | > loss_disc_real_3: 0.15795031189918518 (0.15795031189918518) | > loss_disc_real_4: 0.21164290606975555 (0.21164290606975555) | > loss_disc_real_5: 0.2413724958896637 (0.2413724958896637) | > loss_0: 1.894444227218628 (1.894444227218628) | > loss_gen: 2.79276180267334 (2.79276180267334) | > loss_kl: 2.2067408561706543 (2.2067408561706543) | > loss_feat: 8.215498924255371 (8.215498924255371) | > loss_mel: 20.902250289916992 (20.902250289916992) | > loss_duration: 2.347609281539917 (2.347609281539917) | > loss_1: 36.46486282348633 (36.46486282348633)  --> STEP: 2 | > loss_disc: 2.3425302505493164 (2.118487238883972) | > loss_disc_real_0: 0.057621248066425323 (0.05338460952043533) | > loss_disc_real_1: 0.24947331845760345 (0.18653495982289314) | > loss_disc_real_2: 0.2526493966579437 (0.2251095250248909) | > loss_disc_real_3: 0.30247989296913147 (0.23021510243415833) | > loss_disc_real_4: 0.25946518778800964 (0.2355540469288826) | > loss_disc_real_5: 0.20099541544914246 (0.22118395566940308) | > loss_0: 2.3425302505493164 (2.118487238883972) | > loss_gen: 2.5181045532226562 (2.655433177947998) | > loss_kl: 3.089062213897705 (2.6479015350341797) | > loss_feat: 6.267624855041504 (7.2415618896484375) | > loss_mel: 22.038188934326172 (21.470219612121582) | > loss_duration: 2.389801025390625 (2.368705153465271) | > loss_1: 36.30278015136719 (36.38382148742676)  --> STEP: 3 | > loss_disc: 2.633378267288208 (2.2901175816853843) | > loss_disc_real_0: 0.13088402152061462 (0.07921774685382843) | > loss_disc_real_1: 0.254365473985672 (0.20914513121048608) | > loss_disc_real_2: 0.25078001618385315 (0.23366635541121164) | > loss_disc_real_3: 0.31408700346946716 (0.2581724027792613) | > loss_disc_real_4: 0.3361695110797882 (0.26909253497918445) | > loss_disc_real_5: 0.30416974425315857 (0.24884588519732156) | > loss_0: 2.633378267288208 (2.2901175816853843) | > loss_gen: 2.4523568153381348 (2.5877410570780435) | > loss_kl: 2.3834831714630127 (2.5597620805104575) | > loss_feat: 5.884636402130127 (6.789253393809001) | > loss_mel: 19.035085678100586 (20.65850830078125) | > loss_duration: 2.1718273162841797 (2.3030792077382407) | > loss_1: 31.92738914489746 (34.89834403991699)  --> STEP: 4 | > loss_disc: 2.3823976516723633 (2.313187599182129) | > loss_disc_real_0: 0.16796395182609558 (0.10140429809689522) | > loss_disc_real_1: 0.24577423930168152 (0.21830240823328495) | > loss_disc_real_2: 0.2432425320148468 (0.23606039956212044) | > loss_disc_real_3: 0.20753005146980286 (0.24551181495189667) | > loss_disc_real_4: 0.20456434786319733 (0.2529604882001877) | > loss_disc_real_5: 0.1965705156326294 (0.23577704280614853) | > loss_0: 2.3823976516723633 (2.313187599182129) | > loss_gen: 2.439575433731079 (2.5506996512413025) | > loss_kl: 2.8708651065826416 (2.6375378370285034) | > loss_feat: 5.883747100830078 (6.56287682056427) | > loss_mel: 19.456825256347656 (20.35808753967285) | > loss_duration: 2.2476720809936523 (2.2892274260520935) | > loss_1: 32.898685455322266 (34.39842939376831)  --> STEP: 5 | > loss_disc: 2.304147958755493 (2.3113796710968018) | > loss_disc_real_0: 0.1613539457321167 (0.11339422762393951) | > loss_disc_real_1: 0.2672741413116455 (0.22809675484895706) | > loss_disc_real_2: 0.23977252840995789 (0.23680282533168792) | > loss_disc_real_3: 0.2626458704471588 (0.2489386260509491) | > loss_disc_real_4: 0.2523691654205322 (0.25284222364425657) | > loss_disc_real_5: 0.28418052196502686 (0.2454577386379242) | > loss_0: 2.304147958755493 (2.3113796710968018) | > loss_gen: 2.8228557109832764 (2.6051308631896974) | > loss_kl: 1.8605085611343384 (2.4821319818496703) | > loss_feat: 5.449322700500488 (6.340165996551514) | > loss_mel: 18.983701705932617 (20.083210372924803) | > loss_duration: 2.3388898372650146 (2.2991599082946776) | > loss_1: 31.455278396606445 (33.80979919433594)  --> STEP: 6 | > loss_disc: 2.7772343158721924 (2.3890221118927) | > loss_disc_real_0: 0.17181499302387238 (0.12313102185726166) | > loss_disc_real_1: 0.41472020745277405 (0.2592006636162599) | > loss_disc_real_2: 0.23725183308124542 (0.23687765995661417) | > loss_disc_real_3: 0.3158557713031769 (0.26009148359298706) | > loss_disc_real_4: 0.26432862877845764 (0.2547566244999568) | > loss_disc_real_5: 0.2392285317182541 (0.24441953748464584) | > loss_0: 2.7772343158721924 (2.3890221118927) | > loss_gen: 2.7782299518585205 (2.633980711301168) | > loss_kl: 2.299267292022705 (2.451654533545176) | > loss_feat: 6.21605920791626 (6.319481531778972) | > loss_mel: 19.6760196685791 (20.015345255533855) | > loss_duration: 2.1286096572875977 (2.2707348664601645) | > loss_1: 33.09818649291992 (33.691197077433266)  --> STEP: 7 | > loss_disc: 2.227565288543701 (2.3659568514142717) | > loss_disc_real_0: 0.14444851875305176 (0.12617637855666025) | > loss_disc_real_1: 0.2926982045173645 (0.263986026602132) | > loss_disc_real_2: 0.1435527503490448 (0.2235455300126757) | > loss_disc_real_3: 0.18012630939483643 (0.24866788727896555) | > loss_disc_real_4: 0.21407325565814972 (0.2489447146654129) | > loss_disc_real_5: 0.26615452766418457 (0.2475245360817228) | > loss_0: 2.227565288543701 (2.3659568514142717) | > loss_gen: 2.741328239440918 (2.6493160724639893) | > loss_kl: 3.635547637939453 (2.620782119887216) | > loss_feat: 8.247299194335938 (6.594884055001395) | > loss_mel: 19.60625457763672 (19.95690373011998) | > loss_duration: 2.4676661491394043 (2.2988679068429128) | > loss_1: 36.698097229003906 (34.12075424194336)  --> STEP: 8 | > loss_disc: 2.285846710205078 (2.3559430837631226) | > loss_disc_real_0: 0.17687639594078064 (0.1325138807296753) | > loss_disc_real_1: 0.24600893259048462 (0.26173888985067606) | > loss_disc_real_2: 0.11666172742843628 (0.21018505468964577) | > loss_disc_real_3: 0.14750543236732483 (0.23602258041501045) | > loss_disc_real_4: 0.12676618993282318 (0.2336723990738392) | > loss_disc_real_5: 0.16385424137115479 (0.2370657492429018) | > loss_0: 2.285846710205078 (2.3559430837631226) | > loss_gen: 2.246760606765747 (2.598996639251709) | > loss_kl: 2.0517656803131104 (2.5496550649404526) | > loss_feat: 11.364192962646484 (7.191047668457031) | > loss_mel: 21.73155403137207 (20.17873501777649) | > loss_duration: 2.1243653297424316 (2.277055084705353) | > loss_1: 39.51864242553711 (34.79549026489258)  --> STEP: 9 | > loss_disc: 2.2375545501708984 (2.3427888022528753) | > loss_disc_real_0: 0.11883066594600677 (0.1309935235314899) | > loss_disc_real_1: 0.35252365469932556 (0.27182608594497043) | > loss_disc_real_2: 0.1958984136581421 (0.2085976501305898) | > loss_disc_real_3: 0.210304856300354 (0.23316505551338196) | > loss_disc_real_4: 0.16941998898983002 (0.22653324239783817) | > loss_disc_real_5: 0.19988897442817688 (0.23293499648571014) | > loss_0: 2.2375545501708984 (2.3427888022528753) | > loss_gen: 2.808835029602051 (2.6223120159573026) | > loss_kl: 1.8512070178985596 (2.4720497263802423) | > loss_feat: 11.441637992858887 (7.66333548227946) | > loss_mel: 19.54645538330078 (20.108481725056965) | > loss_duration: 2.1023993492126465 (2.25764889187283) | > loss_1: 37.75053405761719 (35.1238284640842)  --> STEP: 10 | > loss_disc: 2.414353609085083 (2.3499452829360963) | > loss_disc_real_0: 0.2212110161781311 (0.14001527279615403) | > loss_disc_real_1: 0.27896949648857117 (0.2725404269993305) | > loss_disc_real_2: 0.2661938965320587 (0.21435727477073668) | > loss_disc_real_3: 0.2948543429374695 (0.23933398425579072) | > loss_disc_real_4: 0.26588574051856995 (0.23046849220991134) | > loss_disc_real_5: 0.2773107886314392 (0.23737257570028306) | > loss_0: 2.414353609085083 (2.3499452829360963) | > loss_gen: 2.9161064624786377 (2.651691460609436) | > loss_kl: 1.8608295917510986 (2.410927712917328) | > loss_feat: 6.53279972076416 (7.55028190612793) | > loss_mel: 18.91664695739746 (19.989298248291014) | > loss_duration: 2.2919249534606934 (2.261076498031616) | > loss_1: 32.518306732177734 (34.86327629089355)  --> STEP: 11 | > loss_disc: 2.56319522857666 (2.369331641630693) | > loss_disc_real_0: 0.15947574377059937 (0.1417844065211036) | > loss_disc_real_1: 0.2234233319759369 (0.26807523654265836) | > loss_disc_real_2: 0.31520789861679077 (0.22352551330219617) | > loss_disc_real_3: 0.3028709292411804 (0.2451100701635534) | > loss_disc_real_4: 0.3176727890968323 (0.2383961555632678) | > loss_disc_real_5: 0.37134119868278503 (0.24955154142596506) | > loss_0: 2.56319522857666 (2.369331641630693) | > loss_gen: 2.766758680343628 (2.662152116948908) | > loss_kl: 2.3995423316955566 (2.4098926782608032) | > loss_feat: 5.764922142028809 (7.38797647302801) | > loss_mel: 19.30414390563965 (19.927011489868164) | > loss_duration: 2.3803231716156006 (2.2719171047210693) | > loss_1: 32.61568832397461 (34.65895011208274)  --> STEP: 12 | > loss_disc: 2.148414373397827 (2.350921869277954) | > loss_disc_real_0: 0.09021555632352829 (0.1374870023379723) | > loss_disc_real_1: 0.2080879807472229 (0.26307629855970543) | > loss_disc_real_2: 0.2749147415161133 (0.22780794898668924) | > loss_disc_real_3: 0.20188766717910767 (0.24150820324818292) | > loss_disc_real_4: 0.13948798179626465 (0.23015380774935087) | > loss_disc_real_5: 0.1438097059726715 (0.24073972180485725) | > loss_0: 2.148414373397827 (2.350921869277954) | > loss_gen: 2.474001169204712 (2.6464728713035583) | > loss_kl: 1.7895256280899048 (2.358195424079895) | > loss_feat: 7.085444450378418 (7.362765471140544) | > loss_mel: 19.581985473632812 (19.898259321848553) | > loss_duration: 2.2304797172546387 (2.268463989098867) | > loss_1: 33.161434173583984 (34.53415711720785)  --> STEP: 13 | > loss_disc: 2.028903007507324 (2.32615118760329) | > loss_disc_real_0: 0.10750508308410645 (0.13518070085690573) | > loss_disc_real_1: 0.15800437331199646 (0.2549938427714201) | > loss_disc_real_2: 0.1588863879442215 (0.22250629044496095) | > loss_disc_real_3: 0.22158777713775635 (0.2399758627781501) | > loss_disc_real_4: 0.20246568322181702 (0.22802395201646364) | > loss_disc_real_5: 0.24814926087856293 (0.24130968634898847) | > loss_0: 2.028903007507324 (2.32615118760329) | > loss_gen: 2.79526424407959 (2.6579183615170994) | > loss_kl: 2.8287715911865234 (2.394393590780405) | > loss_feat: 8.01977825164795 (7.413304915794959) | > loss_mel: 18.34137725830078 (19.77849916311411) | > loss_duration: 2.181217908859253 (2.261752752157358) | > loss_1: 34.16640853881836 (34.50586876502404)  --> STEP: 14 | > loss_disc: 2.337266206741333 (2.326945117541722) | > loss_disc_real_0: 0.12352197617292404 (0.1343479348080499) | > loss_disc_real_1: 0.26967549324035645 (0.2560425320906298) | > loss_disc_real_2: 0.27064454555511475 (0.22594473723854339) | > loss_disc_real_3: 0.2846255600452423 (0.2431651268686567) | > loss_disc_real_4: 0.26638883352279663 (0.23076430069548742) | > loss_disc_real_5: 0.2485479861497879 (0.2418267077633313) | > loss_0: 2.337266206741333 (2.326945117541722) | > loss_gen: 2.8414664268493652 (2.671028937612261) | > loss_kl: 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2.2471742630004883 (2.2670980135599774) | > loss_1: 37.23714828491211 (34.607766977945964)  --> STEP: 16 | > loss_disc: 2.274894952774048 (2.303974062204361) | > loss_disc_real_0: 0.1651449054479599 (0.132528723217547) | > loss_disc_real_1: 0.3675845265388489 (0.2620121478103101) | > loss_disc_real_2: 0.2878861427307129 (0.2249515913426876) | > loss_disc_real_3: 0.15900643169879913 (0.2328650988638401) | > loss_disc_real_4: 0.16750775277614594 (0.22306727524846792) | > loss_disc_real_5: 0.15510708093643188 (0.23460764437913895) | > loss_0: 2.274894952774048 (2.303974062204361) | > loss_gen: 2.847358226776123 (2.6852362602949142) | > loss_kl: 2.0323381423950195 (2.431419715285301) | > loss_feat: 7.928868293762207 (7.529688328504562) | > loss_mel: 17.430269241333008 (19.562959909439087) | > loss_duration: 2.348987579345703 (2.272216111421585) | > loss_1: 32.58782196044922 (34.48152041435242)  --> STEP: 17 | > loss_disc: 2.3656487464904785 (2.307601984809427) | > loss_disc_real_0: 0.1473817527294159 (0.13340243083589223) | > loss_disc_real_1: 0.2936331033706665 (0.2638722040197429) | > loss_disc_real_2: 0.23480169475078583 (0.2255310091902228) | > loss_disc_real_3: 0.22790728509426117 (0.23257346275974722) | > loss_disc_real_4: 0.25653886795043945 (0.22503619246623097) | > loss_disc_real_5: 0.26877233386039734 (0.23661733199568355) | > loss_0: 2.3656487464904785 (2.307601984809427) | > loss_gen: 2.5924088954925537 (2.679775827071246) | > loss_kl: 2.1452035903930664 (2.4145834726445816) | > loss_feat: 4.874476909637451 (7.3734994215123795) | > loss_mel: 17.65859603881836 (19.450938505284928) | > loss_duration: 2.3673715591430664 (2.2778134906993195) | > loss_1: 29.638057708740234 (34.19661084343405)  --> STEP: 18 | > loss_disc: 2.1172845363616943 (2.2970287932289972) | > loss_disc_real_0: 0.05489473044872284 (0.12904089192549392) | > loss_disc_real_1: 0.21613512933254242 (0.2612201443148984) | > loss_disc_real_2: 0.20843805372714996 (0.2245814005533854) | > loss_disc_real_3: 0.26675719022750854 (0.23447255873017842) | > loss_disc_real_4: 0.25973156094551086 (0.22696371293730205) | > loss_disc_real_5: 0.21844302117824554 (0.23560764806138146) | > loss_0: 2.1172845363616943 (2.2970287932289972) | > loss_gen: 2.7174336910247803 (2.68186793062422) | > loss_kl: 2.0302541255950928 (2.393231842252943) | > loss_feat: 8.572200775146484 (7.440093941158718) | > loss_mel: 22.4146728515625 (19.615590413411457) | > loss_duration: 2.2196602821350098 (2.274582756890191) | > loss_1: 37.9542236328125 (34.405367109510635)  --> STEP: 19 | > loss_disc: 2.4957592487335205 (2.30748829088713) | > loss_disc_real_0: 0.18688024580478668 (0.1320850684454567) | > loss_disc_real_1: 0.3539729416370392 (0.2661018704897479) | > loss_disc_real_2: 0.2586888372898102 (0.22637652880267092) | > loss_disc_real_3: 0.28127312660217285 (0.23693574651291496) | > loss_disc_real_4: 0.29237911105155945 (0.23040662862752614) | > loss_disc_real_5: 0.2523076832294464 (0.23648659728075327) | > loss_0: 2.4957592487335205 (2.30748829088713) | > loss_gen: 2.9641523361206055 (2.696725004597714) | > loss_kl: 2.0721116065979004 (2.376330777218467) | > loss_feat: 7.608438491821289 (7.4489541806672745) | > loss_mel: 18.972488403320312 (19.581742939196136) | > loss_duration: 2.2849936485290527 (2.2751306985553943) | > loss_1: 33.902183532714844 (34.37888376336349)  --> STEP: 20 | > loss_disc: 2.3718667030334473 (2.3107072114944462) | > loss_disc_real_0: 0.13649319112300873 (0.1323054745793343) | > loss_disc_real_1: 0.35296279191970825 (0.270444916561246) | > loss_disc_real_2: 0.2125886231660843 (0.2256871335208416) | > loss_disc_real_3: 0.2535199522972107 (0.23776495680212975) | > loss_disc_real_4: 0.2189251035451889 (0.22983255237340927) | > loss_disc_real_5: 0.2917690575122833 (0.2392507202923298) | > loss_0: 2.3718667030334473 (2.3107072114944462) | > loss_gen: 2.9273157119750977 (2.708254539966583) | > loss_kl: 2.2899487018585205 (2.37201167345047) | > 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33.02684783935547 (34.37183707101004)  --> STEP: 22 | > loss_disc: 2.735077381134033 (2.3304594971916894) | > loss_disc_real_0: 0.16771917045116425 (0.13545115427537402) | > loss_disc_real_1: 0.28351476788520813 (0.2669474858451974) | > loss_disc_real_2: 0.2201794534921646 (0.224543419751254) | > loss_disc_real_3: 0.27666130661964417 (0.2402499799023975) | > loss_disc_real_4: 0.2937365174293518 (0.23102959990501404) | > loss_disc_real_5: 0.3385688364505768 (0.23958710106936368) | > loss_0: 2.735077381134033 (2.3304594971916894) | > loss_gen: 2.195054292678833 (2.663751071149653) | > loss_kl: 1.9163082838058472 (2.3571015867319973) | > loss_feat: 3.8059701919555664 (7.191413792696866) | > loss_mel: 13.782641410827637 (19.41683140668002) | > loss_duration: 2.170978546142578 (2.2654263323003594) | > loss_1: 23.870954513549805 (33.89452422748912)  --> STEP: 23 | > loss_disc: 2.1955292224884033 (2.324592963508938) | > loss_disc_real_0: 0.1295587420463562 (0.13519496243932977) | > loss_disc_real_1: 0.21292009949684143 (0.26459846904744283) | > loss_disc_real_2: 0.2348737269639969 (0.2249925635431124) | > loss_disc_real_3: 0.2623474597930908 (0.24121073989764505) | > loss_disc_real_4: 0.28344058990478516 (0.23330833860065625) | > loss_disc_real_5: 0.25330182909965515 (0.24018339359241983) | > loss_0: 2.1955292224884033 (2.324592963508938) | > loss_gen: 2.8811962604522705 (2.673205209814984) | > loss_kl: 2.6975314617156982 (2.371902885644332) | > loss_feat: 8.363840103149414 (7.2423888496730635) | > loss_mel: 17.105209350585938 (19.31632609989332) | > loss_duration: 2.251880407333374 (2.2648373790409253) | > loss_1: 33.29965591430664 (33.86866038778553)  --> STEP: 24 | > loss_disc: 2.2289388179779053 (2.3206073741118116) | > loss_disc_real_0: 0.1423378884792328 (0.13549258435765907) | > loss_disc_real_1: 0.27496564388275146 (0.2650304346655807) | > loss_disc_real_2: 0.2187441885471344 (0.22473221458494663) | > loss_disc_real_3: 0.18776924908161163 (0.23898401111364365) | > loss_disc_real_4: 0.22971943020820618 (0.23315880075097084) | > loss_disc_real_5: 0.1991593837738037 (0.2384740598499775) | > loss_0: 2.2289388179779053 (2.3206073741118116) | > loss_gen: 2.5905818939208984 (2.6697625716527305) | > loss_kl: 2.194230079650879 (2.3644998520612712) | > loss_feat: 5.343321800231934 (7.16326105594635) | > loss_mel: 18.66996955871582 (19.289394577344257) | > loss_duration: 2.444702386856079 (2.2723317543665567) | > loss_1: 31.24280548095703 (33.75924976666768)  --> STEP: 25 | > loss_disc: 2.5241308212280273 (2.3287483119964603) | > loss_disc_real_0: 0.1717335432767868 (0.13694222271442416) | > loss_disc_real_1: 0.28629574179649353 (0.26588104695081716) | > loss_disc_real_2: 0.27754446864128113 (0.2268447047472) | > loss_disc_real_3: 0.26443636417388916 (0.24000210523605348) | > loss_disc_real_4: 0.2542707622051239 (0.23400327920913697) | > loss_disc_real_5: 0.2969644367694855 (0.24081367492675781) | > loss_0: 2.5241308212280273 (2.3287483119964603) | > loss_gen: 2.712836265563965 (2.6714855194091798) | > loss_kl: 2.5184690952301025 (2.3706586217880243) | > loss_feat: 5.299384117126465 (7.088705978393555) | > loss_mel: 14.519861221313477 (19.098613243103028) | > loss_duration: 2.3502371311187744 (2.2754479694366454) | > loss_1: 27.400789260864258 (33.50491134643554)  --> STEP: 26 | > loss_disc: 2.6833226680755615 (2.342385787230272) | > loss_disc_real_0: 0.1290958821773529 (0.13664044038607528) | > loss_disc_real_1: 0.3059089183807373 (0.2674205804673525) | > loss_disc_real_2: 0.2967037558555603 (0.2295315913282908) | > loss_disc_real_3: 0.20799988508224487 (0.23877125061475313) | > loss_disc_real_4: 0.22705431282520294 (0.23373601127129334) | > loss_disc_real_5: 0.239096999168396 (0.24074764893605158) | > loss_0: 2.6833226680755615 (2.342385787230272) | > loss_gen: 2.0331549644470215 (2.6469343442183275) | > loss_kl: 2.017518997192383 (2.3570763285343457) | > loss_feat: 5.571262359619141 (7.030342762286846) | > loss_mel: 13.306936264038086 (18.875856436215916) | > loss_duration: 2.2508935928344727 (2.274503570336562) | > loss_1: 25.179767608642578 (33.184713510366585) --> EVAL PERFORMANCE | > avg_loader_time: 0.00244580782376803 (-5.3928448603702325e-05) | > avg_loss_disc: 2.342385787230272 (-0.03788253894219018) | > avg_loss_disc_real_0: 0.13664044038607528 (+0.041344816581561056) | > avg_loss_disc_real_1: 0.2674205804673525 (+0.0019210390746593475) | > avg_loss_disc_real_2: 0.2295315913282908 (-0.006252092237655937) | > avg_loss_disc_real_3: 0.23877125061475313 (-0.03272340675959229) | > avg_loss_disc_real_4: 0.23373601127129334 (+0.00983277822916323) | > avg_loss_disc_real_5: 0.24074764893605158 (-0.031099359003397192) | > avg_loss_0: 2.342385787230272 (-0.03788253894219018) | > avg_loss_gen: 2.6469343442183275 (+0.02936079410406256) | > avg_loss_kl: 2.3570763285343457 (+0.09145495524773128) | > avg_loss_feat: 7.030342762286846 (-0.3577335981222305) | > avg_loss_mel: 18.875856436215916 (-0.2029944933377763) | > avg_loss_duration: 2.274503570336562 (+0.0055566109143772024) | > avg_loss_1: 33.184713510366585 (-0.43435536898100224)  > EPOCH: 229/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:00:02)   --> TIME: 2024-06-11 01:00:04 -- STEP: 4/330 -- GLOBAL_STEP: 163575 | > loss_disc: 2.338118553161621 (2.315739631652832) | > loss_disc_real_0: 0.08572472631931305 (0.09673626534640789) | > loss_disc_real_1: 0.19709224998950958 (0.21596656367182732) | > loss_disc_real_2: 0.23091533780097961 (0.2075696401298046) | > loss_disc_real_3: 0.24950140714645386 (0.24094665050506592) | > loss_disc_real_4: 0.22340461611747742 (0.23410683497786522) | > loss_disc_real_5: 0.22480231523513794 (0.22728053480386734) | > loss_0: 2.338118553161621 (2.315739631652832) | > grad_norm_0: tensor(6.5894, device='cuda:0') (tensor(6.4146, device='cuda:0')) | > loss_gen: 2.4995651245117188 (2.508528769016266) | > loss_kl: 1.703959345817566 (1.8961441218852997) | > loss_feat: 6.53963565826416 (6.972049593925476) | > loss_mel: 18.543975830078125 (18.96464729309082) | > loss_duration: 2.278024673461914 (2.285957157611847) | > loss_1: 31.565160751342773 (32.62732744216919) | > grad_norm_1: tensor(128.9164, device='cuda:0') (tensor(95.7679, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3403 (0.34976547956466675) | > loader_time: 0.0035 (0.003495931625366211)  --> TIME: 2024-06-11 01:00:13 -- STEP: 29/330 -- GLOBAL_STEP: 163600 | > loss_disc: 2.246370792388916 (2.2841404553117424) | > loss_disc_real_0: 0.09632092714309692 (0.10161985122951968) | > loss_disc_real_1: 0.19406883418560028 (0.2062612920999527) | > loss_disc_real_2: 0.21172280609607697 (0.2167688001846445) | > loss_disc_real_3: 0.18270541727542877 (0.2282146965635234) | > loss_disc_real_4: 0.17459964752197266 (0.21658757791436953) | > loss_disc_real_5: 0.18771323561668396 (0.21496891667102946) | > loss_0: 2.246370792388916 (2.2841404553117424) | > grad_norm_0: tensor(8.6097, device='cuda:0') (tensor(12.5763, device='cuda:0')) | > loss_gen: 2.5609118938446045 (2.5804722555752457) | > loss_kl: 1.7655787467956543 (1.7868838392455002) | > loss_feat: 7.288211345672607 (7.255825552447089) | > loss_mel: 19.042028427124023 (19.198885161301185) | > loss_duration: 2.0569379329681396 (2.1155385560002817) | > loss_1: 32.71366500854492 (32.93760575919315) | > grad_norm_1: tensor(98.1229, device='cuda:0') (tensor(175.2946, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3681 (0.34757001646633806) | > loader_time: 0.0035 (0.0034287962420233363)  --> TIME: 2024-06-11 01:00:23 -- STEP: 54/330 -- GLOBAL_STEP: 163625 | > loss_disc: 2.3193085193634033 (2.2685903354927337) | > loss_disc_real_0: 0.11972188949584961 (0.10526773195575785) | > loss_disc_real_1: 0.20223934948444366 (0.20275152447047057) | > loss_disc_real_2: 0.24607034027576447 (0.21534406117818974) | > loss_disc_real_3: 0.25859278440475464 (0.2240232706621841) | > loss_disc_real_4: 0.24361437559127808 (0.21704611789297173) | > loss_disc_real_5: 0.22773917019367218 (0.2091995201728962) | > loss_0: 2.3193085193634033 (2.2685903354927337) | > grad_norm_0: tensor(17.8858, device='cuda:0') (tensor(13.7161, device='cuda:0')) | > loss_gen: 2.6729893684387207 (2.595452661867495) | > loss_kl: 1.6219738721847534 (1.758561944520032) | > loss_feat: 7.800230026245117 (7.404038129029451) | > loss_mel: 19.229768753051758 (19.13838432453297) | > loss_duration: 2.0396180152893066 (2.0792880212819123) | > loss_1: 33.36458206176758 (32.975725244592745) | > grad_norm_1: tensor(233.2483, device='cuda:0') (tensor(193.6358, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3579 (0.35588043707388417) | > loader_time: 0.0034 (0.00345478234467683)  --> TIME: 2024-06-11 01:00:32 -- STEP: 79/330 -- GLOBAL_STEP: 163650 | > loss_disc: 2.189873456954956 (2.2720871092397954) | > loss_disc_real_0: 0.06425826251506805 (0.10519946875828731) | > loss_disc_real_1: 0.2116718739271164 (0.20276752038847043) | > loss_disc_real_2: 0.19628861546516418 (0.21419070868552487) | > loss_disc_real_3: 0.22457464039325714 (0.22406393138668204) | > loss_disc_real_4: 0.2281363606452942 (0.21746877873245674) | > loss_disc_real_5: 0.21157310903072357 (0.2093789543532118) | > loss_0: 2.189873456954956 (2.2720871092397954) | > grad_norm_0: tensor(14.8461, device='cuda:0') (tensor(16.2864, device='cuda:0')) | > loss_gen: 2.699357032775879 (2.5948596000671387) | > loss_kl: 1.6900554895401 (1.754398525515689) | > loss_feat: 7.658358097076416 (7.493894281266611) | > loss_mel: 18.427583694458008 (19.13937554178358) | > loss_duration: 1.9946050643920898 (2.0656348587591435) | > loss_1: 32.4699592590332 (33.0481630639185) | > grad_norm_1: tensor(137.7699, device='cuda:0') (tensor(216.5156, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3783 (0.3595649320867997) | > loader_time: 0.0038 (0.0035388499875611897)  --> TIME: 2024-06-11 01:00:41 -- STEP: 104/330 -- GLOBAL_STEP: 163675 | > loss_disc: 2.187459945678711 (2.28096747627625) | > loss_disc_real_0: 0.08597352355718613 (0.10749628602598722) | > loss_disc_real_1: 0.20292824506759644 (0.20217221975326538) | > loss_disc_real_2: 0.18956635892391205 (0.2150924767439182) | > loss_disc_real_3: 0.20755581557750702 (0.2247539308781807) | > loss_disc_real_4: 0.19275756180286407 (0.21723548279931912) | > loss_disc_real_5: 0.19566988945007324 (0.20938698259683755) | > loss_0: 2.187459945678711 (2.28096747627625) | > grad_norm_0: tensor(19.6896, device='cuda:0') (tensor(16.0731, device='cuda:0')) | > loss_gen: 2.56868839263916 (2.5786094596752758) | > loss_kl: 1.6326812505722046 (1.7529298216104507) | > loss_feat: 7.583424091339111 (7.458665907382965) | > loss_mel: 18.79090118408203 (19.117408844140854) | > loss_duration: 2.086705207824707 (2.0618129086035957) | > loss_1: 32.66239929199219 (32.969427200464104) | > grad_norm_1: tensor(277.9166, device='cuda:0') (tensor(217.7291, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3579 (0.36173926637722903) | > loader_time: 0.0041 (0.0036048935009883)  --> TIME: 2024-06-11 01:00:51 -- STEP: 129/330 -- GLOBAL_STEP: 163700 | > loss_disc: 2.191901922225952 (2.2829244986985073) | > loss_disc_real_0: 0.1006811261177063 (0.10831253715725832) | > loss_disc_real_1: 0.15928451716899872 (0.20069681777972584) | > loss_disc_real_2: 0.2355409562587738 (0.21628570660602214) | > loss_disc_real_3: 0.21827952563762665 (0.22509499899176663) | > loss_disc_real_4: 0.2272336781024933 (0.21875704582347427) | > loss_disc_real_5: 0.20981818437576294 (0.20968125910722007) | > loss_0: 2.191901922225952 (2.2829244986985073) | > grad_norm_0: tensor(21.3733, device='cuda:0') (tensor(15.5855, device='cuda:0')) | > loss_gen: 2.7860324382781982 (2.5817975314088573) | > loss_kl: 1.6293882131576538 (1.7538505164227745) | > loss_feat: 7.710953235626221 (7.460673609445261) | > loss_mel: 19.504701614379883 (19.097187219664107) | > loss_duration: 2.036222457885742 (2.0603645152823877) | > loss_1: 33.66729736328125 (32.95387362694556) | > grad_norm_1: tensor(236.6814, device='cuda:0') (tensor(212.0510, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3738 (0.364280571309171) | > loader_time: 0.004 (0.0036806191584860632)  --> TIME: 2024-06-11 01:01:01 -- STEP: 154/330 -- GLOBAL_STEP: 163725 | > loss_disc: 2.4644129276275635 (2.2809751792387525) | > loss_disc_real_0: 0.15088948607444763 (0.1090156351784607) | > loss_disc_real_1: 0.2004142850637436 (0.2003387279518239) | > loss_disc_real_2: 0.214379221200943 (0.21567703261003865) | > loss_disc_real_3: 0.25172048807144165 (0.22491348389681284) | > loss_disc_real_4: 0.22708266973495483 (0.21824261555811028) | > loss_disc_real_5: 0.1999942660331726 (0.2096962191454776) | > loss_0: 2.4644129276275635 (2.2809751792387525) | > grad_norm_0: tensor(62.1155, device='cuda:0') (tensor(17.2805, device='cuda:0')) | > loss_gen: 2.3642284870147705 (2.5861496507347406) | > loss_kl: 1.6270740032196045 (1.7561643115885843) | > loss_feat: 7.053603172302246 (7.47352688962763) | > loss_mel: 18.862998962402344 (19.072516800521257) | > loss_duration: 2.063190460205078 (2.061656088798078) | > loss_1: 31.97109603881836 (32.95001390382841) | > grad_norm_1: tensor(253.2561, device='cuda:0') (tensor(223.0251, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3853 (0.36707195213862825) | > loader_time: 0.0046 (0.0037835093287678506)  --> TIME: 2024-06-11 01:01:10 -- STEP: 179/330 -- GLOBAL_STEP: 163750 | > loss_disc: 2.253610610961914 (2.2807851983182252) | > loss_disc_real_0: 0.07521174103021622 (0.10860795092732546) | > loss_disc_real_1: 0.1806984543800354 (0.19945552670422878) | > loss_disc_real_2: 0.21148674190044403 (0.2152007573476717) | > loss_disc_real_3: 0.21324944496154785 (0.22483037870023503) | > loss_disc_real_4: 0.22983737289905548 (0.21909594702321059) | > loss_disc_real_5: 0.2481541633605957 (0.210667007295779) | > loss_0: 2.253610610961914 (2.2807851983182252) | > grad_norm_0: tensor(15.0788, device='cuda:0') (tensor(19.0827, device='cuda:0')) | > loss_gen: 2.7294230461120605 (2.590016183906428) | > loss_kl: 1.7278022766113281 (1.7620010029670243) | > loss_feat: 8.208524703979492 (7.473821682636964) | > loss_mel: 18.671419143676758 (19.039244028443058) | > loss_duration: 2.1148180961608887 (2.066454713571004) | > loss_1: 33.451988220214844 (32.93153771341846) | > grad_norm_1: tensor(356.3398, device='cuda:0') (tensor(230.9858, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3847 (0.3695713115138048) | > loader_time: 0.0048 (0.003893240870044218)  --> TIME: 2024-06-11 01:01:21 -- STEP: 204/330 -- GLOBAL_STEP: 163775 | > loss_disc: 2.2916979789733887 (2.278522375751944) | > loss_disc_real_0: 0.14202019572257996 (0.1094034138299963) | > loss_disc_real_1: 0.19316339492797852 (0.19908731912865357) | > loss_disc_real_2: 0.22597362101078033 (0.21518952998460508) | > loss_disc_real_3: 0.22663457691669464 (0.2244496640621447) | > loss_disc_real_4: 0.2362632155418396 (0.2186989834641709) | > loss_disc_real_5: 0.25266000628471375 (0.2109033381383793) | > loss_0: 2.2916979789733887 (2.278522375751944) | > grad_norm_0: tensor(15.4322, device='cuda:0') (tensor(21.2420, device='cuda:0')) | > loss_gen: 2.723322868347168 (2.593721385095635) | > loss_kl: 1.8377180099487305 (1.7643660330304909) | > loss_feat: 7.692776203155518 (7.479777237948249) | > loss_mel: 19.095741271972656 (18.991836351506844) | > loss_duration: 2.068434715270996 (2.0724201640662003) | > loss_1: 33.41799545288086 (32.90212128209131) | > grad_norm_1: tensor(135.8279, device='cuda:0') (tensor(241.2534, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.3898 (0.372909081917183) | > loader_time: 0.0051 (0.004009311105690751)  --> TIME: 2024-06-11 01:01:31 -- STEP: 229/330 -- GLOBAL_STEP: 163800 | > loss_disc: 2.1980652809143066 (2.2843850616804886) | > loss_disc_real_0: 0.08941897004842758 (0.11022307712373254) | > loss_disc_real_1: 0.18606124818325043 (0.19955845515540593) | > loss_disc_real_2: 0.18236786127090454 (0.21522132564319793) | > loss_disc_real_3: 0.21983756124973297 (0.2249355273866237) | > loss_disc_real_4: 0.22360844910144806 (0.21963919002936916) | > loss_disc_real_5: 0.2462066262960434 (0.21116931222411742) | > loss_0: 2.1980652809143066 (2.2843850616804886) | > grad_norm_0: tensor(5.7098, device='cuda:0') (tensor(21.0998, device='cuda:0')) | > loss_gen: 2.7217345237731934 (2.5868552407843586) | > loss_kl: 1.7584569454193115 (1.7675388676630877) | > loss_feat: 7.456348419189453 (7.471150827199611) | > loss_mel: 19.12476921081543 (18.967586517333977) | > loss_duration: 2.1728711128234863 (2.07933924968586) | > loss_1: 33.23418045043945 (32.87247082239674) | > grad_norm_1: tensor(154.5890, device='cuda:0') (tensor(245.5284, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.4181 (0.37700877751845974) | > loader_time: 0.0056 (0.004151932537295414)  --> TIME: 2024-06-11 01:01:42 -- STEP: 254/330 -- GLOBAL_STEP: 163825 | > loss_disc: 2.316377639770508 (2.2857909906567544) | > loss_disc_real_0: 0.11108377575874329 (0.11137869808910869) | > loss_disc_real_1: 0.16011641919612885 (0.19939477882516665) | > loss_disc_real_2: 0.21202722191810608 (0.21507953201222607) | > loss_disc_real_3: 0.2235579490661621 (0.22417044516388826) | > loss_disc_real_4: 0.2100830227136612 (0.21970060514652823) | > loss_disc_real_5: 0.1888047605752945 (0.21094314859608027) | > loss_0: 2.316377639770508 (2.2857909906567544) | > grad_norm_0: tensor(60.3946, device='cuda:0') (tensor(21.7194, device='cuda:0')) | > loss_gen: 2.629462242126465 (2.5851946402722463) | > loss_kl: 1.8480350971221924 (1.7717093065029053) | > loss_feat: 7.817379951477051 (7.483618449038408) | > loss_mel: 19.27770233154297 (18.94217202043908) | > loss_duration: 2.0959126949310303 (2.085151357444251) | > loss_1: 33.66849136352539 (32.86784589572214) | > grad_norm_1: tensor(520.2487, device='cuda:0') (tensor(255.1428, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.4383 (0.38177169965008106) | > loader_time: 0.0059 (0.00428571663503572)  --> TIME: 2024-06-11 01:01:53 -- STEP: 279/330 -- GLOBAL_STEP: 163850 | > loss_disc: 2.265481948852539 (2.289460734227224) | > loss_disc_real_0: 0.09898723661899567 (0.11228743956614565) | > loss_disc_real_1: 0.18170860409736633 (0.1999327157453824) | > loss_disc_real_2: 0.20178183913230896 (0.21540289433626292) | > loss_disc_real_3: 0.19939333200454712 (0.22461401769978173) | > loss_disc_real_4: 0.22716137766838074 (0.21970589293373957) | > loss_disc_real_5: 0.22687102854251862 (0.21129563514904307) | > loss_0: 2.265481948852539 (2.289460734227224) | > grad_norm_0: tensor(44.7814, device='cuda:0') (tensor(22.7328, device='cuda:0')) | > loss_gen: 2.5121712684631348 (2.5830915504031715) | > loss_kl: 1.8816967010498047 (1.7755712198100209) | > loss_feat: 6.651951313018799 (7.482967976600893) | > loss_mel: 18.09131622314453 (18.903892305162213) | > loss_duration: 2.1638927459716797 (2.0933713387417523) | > loss_1: 31.301027297973633 (32.83889446463635) | > grad_norm_1: tensor(214.9569, device='cuda:0') (tensor(265.9203, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.4502 (0.38674219705725227) | > loader_time: 0.0069 (0.004447618265733072)  --> TIME: 2024-06-11 01:02:05 -- STEP: 304/330 -- GLOBAL_STEP: 163875 | > loss_disc: 2.3535568714141846 (2.2936770335624086) | > loss_disc_real_0: 0.18808920681476593 (0.11373288792214896) | > loss_disc_real_1: 0.19938428699970245 (0.20053711018868184) | > loss_disc_real_2: 0.19211991131305695 (0.21525419709321708) | > loss_disc_real_3: 0.2250678390264511 (0.22459666627018074) | > loss_disc_real_4: 0.2239641547203064 (0.21978232867427566) | > loss_disc_real_5: 0.22784097492694855 (0.21114026211006068) | > loss_0: 2.3535568714141846 (2.2936770335624086) | > grad_norm_0: tensor(60.9200, device='cuda:0') (tensor(24.2768, device='cuda:0')) | > loss_gen: 2.5294015407562256 (2.5805469382750355) | > loss_kl: 1.8596423864364624 (1.777204458258654) | > loss_feat: 8.497001647949219 (7.496759016262858) | > loss_mel: 18.441200256347656 (18.87368467606996) | > loss_duration: 2.2369637489318848 (2.1030508613115853) | > loss_1: 33.564208984375 (32.83124604350642) | > grad_norm_1: tensor(534.8240, device='cuda:0') (tensor(273.4948, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.4901 (0.39334440701886225) | > loader_time: 0.0077 (0.004624966728059871)  --> TIME: 2024-06-11 01:02:34 -- STEP: 329/330 -- GLOBAL_STEP: 163900 | > loss_disc: 2.3706202507019043 (2.297804470120229) | > loss_disc_real_0: 0.211411714553833 (0.11535248685752729) | > loss_disc_real_1: 0.17534035444259644 (0.20054592713034258) | > loss_disc_real_2: 0.20208828151226044 (0.2151619726310748) | > loss_disc_real_3: 0.1985889971256256 (0.2244650718379528) | > loss_disc_real_4: 0.21269111335277557 (0.22028404066627877) | > loss_disc_real_5: 0.20394271612167358 (0.21147424838644385) | > loss_0: 2.3706202507019043 (2.297804470120229) | > grad_norm_0: tensor(11.6977, device='cuda:0') (tensor(25.3155, device='cuda:0')) | > loss_gen: 2.2323577404022217 (2.5788475351130704) | > loss_kl: 2.08689284324646 (1.7848755512556407) | > loss_feat: 11.902533531188965 (7.608645660898968) | > loss_mel: 18.792551040649414 (18.84893217347676) | > loss_duration: 2.2831270694732666 (2.1164016676528825) | > loss_1: 37.297462463378906 (32.93770270651959) | > grad_norm_1: tensor(89.3076, device='cuda:0') (tensor(278.8288, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 14.4792 (0.44885014835462017) | > loader_time: 0.0343 (0.0050752568752207685)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6172311305999756 (2.6172311305999756) | > loss_disc_real_0: 0.10685497522354126 (0.10685497522354126) | > loss_disc_real_1: 0.2038482129573822 (0.2038482129573822) | > loss_disc_real_2: 0.23238617181777954 (0.23238617181777954) | > loss_disc_real_3: 0.27655404806137085 (0.27655404806137085) | > loss_disc_real_4: 0.28002145886421204 (0.28002145886421204) | > loss_disc_real_5: 0.306732714176178 (0.306732714176178) | > loss_0: 2.6172311305999756 (2.6172311305999756) | > loss_gen: 2.121988296508789 (2.121988296508789) | > loss_kl: 1.9383207559585571 (1.9383207559585571) | > loss_feat: 4.503169536590576 (4.503169536590576) | > loss_mel: 16.322891235351562 (16.322891235351562) | > loss_duration: 2.9009957313537598 (2.9009957313537598) | > loss_1: 27.787364959716797 (27.787364959716797)  --> STEP: 1 | > loss_disc: 2.362562417984009 (2.362562417984009) | > loss_disc_real_0: 0.06106732040643692 (0.06106732040643692) | > loss_disc_real_1: 0.16857528686523438 (0.16857528686523438) | > loss_disc_real_2: 0.16859272122383118 (0.16859272122383118) | > loss_disc_real_3: 0.2558372914791107 (0.2558372914791107) | > loss_disc_real_4: 0.20284616947174072 (0.20284616947174072) | > loss_disc_real_5: 0.2506837546825409 (0.2506837546825409) | > loss_0: 2.362562417984009 (2.362562417984009) | > loss_gen: 2.0006399154663086 (2.0006399154663086) | > loss_kl: 2.2129440307617188 (2.2129440307617188) | > loss_feat: 5.684137344360352 (5.684137344360352) | > loss_mel: 19.334320068359375 (19.334320068359375) | > loss_duration: 2.3683724403381348 (2.3683724403381348) | > loss_1: 31.600412368774414 (31.600412368774414)  --> STEP: 2 | > loss_disc: 2.4210283756256104 (2.3917953968048096) | > loss_disc_real_0: 0.07185256481170654 (0.06645994260907173) | > loss_disc_real_1: 0.21032829582691193 (0.18945179134607315) | > loss_disc_real_2: 0.21888545155525208 (0.19373908638954163) | > loss_disc_real_3: 0.29418230056762695 (0.27500979602336884) | > loss_disc_real_4: 0.2790268361568451 (0.2409365028142929) | > loss_disc_real_5: 0.31832781434059143 (0.28450578451156616) | > loss_0: 2.4210283756256104 (2.3917953968048096) | > loss_gen: 2.354048728942871 (2.17734432220459) | > loss_kl: 2.454632520675659 (2.333788275718689) | > loss_feat: 5.697108745574951 (5.690623044967651) | > loss_mel: 20.104753494262695 (19.719536781311035) | > loss_duration: 2.4270572662353516 (2.397714853286743) | > loss_1: 33.03759765625 (32.31900501251221)  --> STEP: 3 | > loss_disc: 1.870300054550171 (2.217963616053263) | > loss_disc_real_0: 0.12088809162378311 (0.08460265894730885) | > loss_disc_real_1: 0.10552554577589035 (0.1614763761560122) | > loss_disc_real_2: 0.16293099522590637 (0.18346972266832987) | > loss_disc_real_3: 0.21778403222560883 (0.2559345414241155) | > loss_disc_real_4: 0.16677233576774597 (0.21621511379877725) | > loss_disc_real_5: 0.2203102707862854 (0.2631072799364726) | > loss_0: 1.870300054550171 (2.217963616053263) | > loss_gen: 2.902726173400879 (2.419138272603353) | > loss_kl: 2.451835870742798 (2.3731374740600586) | > loss_feat: 10.592556953430176 (7.324601014455159) | > loss_mel: 22.590490341186523 (20.67652130126953) | > loss_duration: 2.297675132751465 (2.364368279774984) | > loss_1: 40.83528518676758 (35.15776507059733)  --> STEP: 4 | > loss_disc: 2.4459052085876465 (2.274949014186859) | > loss_disc_real_0: 0.14502789080142975 (0.09970896691083908) | > loss_disc_real_1: 0.18251630663871765 (0.16673635877668858) | > loss_disc_real_2: 0.20043714344501495 (0.18771157786250114) | > loss_disc_real_3: 0.1888429820537567 (0.2391616515815258) | > loss_disc_real_4: 0.1370331346988678 (0.1964196190237999) | > loss_disc_real_5: 0.13659286499023438 (0.23147867619991302) | > loss_0: 2.4459052085876465 (2.274949014186859) | > loss_gen: 2.0129427909851074 (2.3175894021987915) | > loss_kl: 2.8436801433563232 (2.4907731413841248) | > loss_feat: 7.4569010734558105 (7.357676029205322) | > loss_mel: 19.279010772705078 (20.327143669128418) | > loss_duration: 2.2517077922821045 (2.336203157901764) | > loss_1: 33.844242095947266 (34.829384326934814)  --> STEP: 5 | > loss_disc: 2.2269439697265625 (2.2653480052947996) | > loss_disc_real_0: 0.06408966332674026 (0.09258510619401931) | > loss_disc_real_1: 0.18779273331165314 (0.1709476336836815) | > loss_disc_real_2: 0.28111112117767334 (0.20639148652553557) | > loss_disc_real_3: 0.28011593222618103 (0.24735250771045686) | > loss_disc_real_4: 0.19232363998889923 (0.19560042321681975) | > loss_disc_real_5: 0.21836602687835693 (0.2288561463356018) | > loss_0: 2.2269439697265625 (2.2653480052947996) | > loss_gen: 2.4298388957977295 (2.340039300918579) | > loss_kl: 2.047693967819214 (2.4021573066711426) | > loss_feat: 6.509138107299805 (7.187968444824219) | > loss_mel: 19.485807418823242 (20.158876419067383) | > loss_duration: 2.331082344055176 (2.335178995132446) | > loss_1: 32.80356216430664 (34.42421989440918)  --> STEP: 6 | > loss_disc: 2.490139961242676 (2.3028133312861123) | > loss_disc_real_0: 0.0895489752292633 (0.09207908436655998) | > loss_disc_real_1: 0.1752600222826004 (0.17166636511683464) | > loss_disc_real_2: 0.20223195850849152 (0.20569823185602823) | > loss_disc_real_3: 0.2802692651748657 (0.252838633954525) | > loss_disc_real_4: 0.18970008194446564 (0.19461703300476074) | > loss_disc_real_5: 0.1953606903553009 (0.22327357033888498) | > loss_0: 2.490139961242676 (2.3028133312861123) | > loss_gen: 1.9067410230636597 (2.2678229212760925) | > loss_kl: 2.029139518737793 (2.3399876753489175) | > loss_feat: 5.895028114318848 (6.97247838973999) | > loss_mel: 18.516876220703125 (19.885209719340008) | > loss_duration: 2.0806922912597656 (2.2927645444869995) | > loss_1: 30.428476333618164 (33.758262634277344)  --> STEP: 7 | > loss_disc: 2.117769241333008 (2.2763784612928117) | > loss_disc_real_0: 0.06389066576957703 (0.08805216742413384) | > loss_disc_real_1: 0.19968362152576447 (0.17566883031811034) | > loss_disc_real_2: 0.21702779829502106 (0.20731674134731293) | > loss_disc_real_3: 0.19517672061920166 (0.2446012177637645) | > loss_disc_real_4: 0.1804618239402771 (0.19259486028126307) | > loss_disc_real_5: 0.15093497931957245 (0.21293948590755463) | > loss_0: 2.117769241333008 (2.2763784612928117) | > loss_gen: 2.5813472270965576 (2.3126121078218733) | > loss_kl: 3.1081228256225586 (2.449721268245152) | > loss_feat: 8.307987213134766 (7.163265364510672) | > loss_mel: 22.20746612548828 (20.216960634504044) | > loss_duration: 2.411379814147949 (2.3097095830099925) | > loss_1: 38.61630630493164 (34.45226887294224)  --> STEP: 8 | > loss_disc: 2.1554484367370605 (2.261262208223343) | > loss_disc_real_0: 0.05590654909610748 (0.08403396513313055) | > loss_disc_real_1: 0.1439448446035385 (0.17170333210378885) | > loss_disc_real_2: 0.20033608376979828 (0.2064441591501236) | > loss_disc_real_3: 0.18598560988903046 (0.23727426677942276) | > loss_disc_real_4: 0.13926784694194794 (0.1859289836138487) | > loss_disc_real_5: 0.1570759117603302 (0.20595653913915157) | > loss_0: 2.1554484367370605 (2.261262208223343) | > loss_gen: 2.182835102081299 (2.2963899821043015) | > loss_kl: 2.0214767456054688 (2.3961907029151917) | > loss_feat: 9.757683753967285 (7.487567663192749) | > loss_mel: 20.781089782714844 (20.287476778030396) | > loss_duration: 2.2055726051330566 (2.2966924607753754) | > loss_1: 36.94865798950195 (34.76431751251221)  --> STEP: 9 | > loss_disc: 2.2971675395965576 (2.2652516894870334) | > loss_disc_real_0: 0.11549689620733261 (0.08752984636359745) | > loss_disc_real_1: 0.1876543015241623 (0.17347566203938591) | > loss_disc_real_2: 0.15142782032489777 (0.2003312326139874) | > loss_disc_real_3: 0.19930024445056915 (0.23305493096510568) | > loss_disc_real_4: 0.19129356741905212 (0.18652504848109352) | > loss_disc_real_5: 0.14274512231349945 (0.19893304838074577) | > loss_0: 2.2971675395965576 (2.2652516894870334) | > loss_gen: 2.0544612407684326 (2.2695090108447604) | > loss_kl: 2.0662176609039307 (2.359527031580607) | > loss_feat: 9.223366737365723 (7.680434226989746) | > loss_mel: 20.587696075439453 (20.320834477742512) | > loss_duration: 2.088864326477051 (2.273600445853339) | > loss_1: 36.020606994628906 (34.9039052327474)  --> STEP: 10 | > loss_disc: 2.439279556274414 (2.2826544761657717) | > loss_disc_real_0: 0.11692441999912262 (0.09046930372714997) | > loss_disc_real_1: 0.30149152874946594 (0.18627724871039392) | > loss_disc_real_2: 0.2562091648578644 (0.2059190258383751) | > loss_disc_real_3: 0.2149733006954193 (0.23124676793813706) | > loss_disc_real_4: 0.2342446893453598 (0.19129701256752013) | > loss_disc_real_5: 0.23137623071670532 (0.20217736661434174) | > loss_0: 2.439279556274414 (2.2826544761657717) | > loss_gen: 2.3056273460388184 (2.273120844364166) | > loss_kl: 2.0042431354522705 (2.3239986419677736) | > loss_feat: 4.588937759399414 (7.3712845802307125) | > loss_mel: 15.63078784942627 (19.85182981491089) | > loss_duration: 2.2809228897094727 (2.2743326902389525) | > loss_1: 26.81052017211914 (34.09456672668457)  --> STEP: 11 | > loss_disc: 2.3515312671661377 (2.28891600262035) | > loss_disc_real_0: 0.08504423499107361 (0.08997611566023393) | > loss_disc_real_1: 0.13545891642570496 (0.18165740032087674) | > loss_disc_real_2: 0.28061777353286743 (0.21270982108332895) | > loss_disc_real_3: 0.3195863366127014 (0.2392776378176429) | > loss_disc_real_4: 0.20494753122329712 (0.1925379688089544) | > loss_disc_real_5: 0.18230798840522766 (0.20037105950442227) | > loss_0: 2.3515312671661377 (2.28891600262035) | > loss_gen: 2.346571207046509 (2.279798150062561) | > loss_kl: 2.425802707672119 (2.3332535570318047) | > loss_feat: 7.073641300201416 (7.34422610022805) | > loss_mel: 19.27373504638672 (19.799275745045055) | > loss_duration: 2.421241521835327 (2.287688038565896) | > loss_1: 33.54098892211914 (34.04424147172408)  --> STEP: 12 | > loss_disc: 2.541943073272705 (2.3100015918413797) | > loss_disc_real_0: 0.05033830553293228 (0.08667296481629212) | > loss_disc_real_1: 0.226785346865654 (0.1854180625329415) | > loss_disc_real_2: 0.26715579628944397 (0.21724698568383852) | > loss_disc_real_3: 0.3216850161552429 (0.24614491934577623) | > loss_disc_real_4: 0.24990522861480713 (0.19731857379277548) | > loss_disc_real_5: 0.21037399768829346 (0.20120463768641153) | > loss_0: 2.541943073272705 (2.3100015918413797) | > loss_gen: 2.157205104827881 (2.269582062959671) | > loss_kl: 1.9752434492111206 (2.303419381380081) | > loss_feat: 5.697670936584473 (7.207013169924418) | > loss_mel: 18.21403694152832 (19.66717251141866) | > loss_duration: 2.1968772411346436 (2.2801204721132917) | > loss_1: 30.24103355407715 (33.72730747858683)  --> STEP: 13 | > loss_disc: 2.3048408031463623 (2.309604608095609) | > loss_disc_real_0: 0.09455032646656036 (0.08727891571246661) | > loss_disc_real_1: 0.2439868003129959 (0.18992335005448416) | > loss_disc_real_2: 0.20685043931007385 (0.2164472513473951) | > loss_disc_real_3: 0.26559802889823914 (0.2476413123882734) | > loss_disc_real_4: 0.21290411055088043 (0.19851746123570663) | > loss_disc_real_5: 0.2272893190383911 (0.2032111516365638) | > loss_0: 2.3048408031463623 (2.309604608095609) | > loss_gen: 2.3080391883850098 (2.2725403033770046) | > loss_kl: 2.507391929626465 (2.3191095773990336) | > loss_feat: 6.206386566162109 (7.130041892711933) | > loss_mel: 19.098468780517578 (19.623426070580116) | > loss_duration: 2.1408653259277344 (2.2694085377913256) | > loss_1: 32.26115417480469 (33.61452645521898)  --> STEP: 14 | > loss_disc: 2.3628921508789062 (2.313410861151559) | > loss_disc_real_0: 0.072153240442276 (0.08619851033602442) | > loss_disc_real_1: 0.2845591604709625 (0.1966830507985183) | > loss_disc_real_2: 0.2680392265319824 (0.22013239243200847) | > loss_disc_real_3: 0.2537888288497925 (0.24808042070695333) | > loss_disc_real_4: 0.23300980031490326 (0.20098119974136353) | > loss_disc_real_5: 0.20747052133083344 (0.20351539232901164) | > loss_0: 2.3628921508789062 (2.313410861151559) | > loss_gen: 2.468040704727173 (2.2865046177591597) | > loss_kl: 2.5866317749023438 (2.3382183057921275) | > loss_feat: 7.91568660736084 (7.186159372329712) | > loss_mel: 18.33776092529297 (19.531592845916748) | > loss_duration: 2.341229200363159 (2.274538585117885) | > loss_1: 33.649349212646484 (33.61701379503523)  --> STEP: 15 | > loss_disc: 2.5083398818969727 (2.3264061292012532) | > loss_disc_real_0: 0.08280757814645767 (0.0859724481900533) | > loss_disc_real_1: 0.278480589389801 (0.20213622003793716) | > loss_disc_real_2: 0.22624565660953522 (0.22053994337717692) | > loss_disc_real_3: 0.2748577892780304 (0.24986557861169179) | > loss_disc_real_4: 0.1471025049686432 (0.19738928675651551) | > loss_disc_real_5: 0.1579035520553589 (0.2004746029774348) | > loss_0: 2.5083398818969727 (2.3264061292012532) | > loss_gen: 1.9721431732177734 (2.265547188123067) | > loss_kl: 2.175257921218872 (2.3273542801539104) | > loss_feat: 8.13354206085205 (7.249318218231201) | > loss_mel: 19.389795303344727 (19.522139676411946) | > loss_duration: 2.2839694023132324 (2.2751673062642417) | > loss_1: 33.954708099365234 (33.639526748657225)  --> STEP: 16 | > loss_disc: 2.390881299972534 (2.3304358273744583) | > loss_disc_real_0: 0.06494274735450745 (0.08465809188783169) | > loss_disc_real_1: 0.21473045647144318 (0.2029233598150313) | > loss_disc_real_2: 0.2208847552537918 (0.22056149411946535) | > loss_disc_real_3: 0.24914875626564026 (0.24982077721506357) | > loss_disc_real_4: 0.21030139923095703 (0.1981962937861681) | > loss_disc_real_5: 0.2124149650335312 (0.20122087560594082) | > loss_0: 2.390881299972534 (2.3304358273744583) | > loss_gen: 2.1442999839782715 (2.2579692378640175) | > loss_kl: 2.4150609970092773 (2.3328359499573708) | > loss_feat: 6.510724067687988 (7.20315608382225) | > loss_mel: 17.799802780151367 (19.41449362039566) | > loss_duration: 2.3274080753326416 (2.2784323543310165) | > loss_1: 31.197296142578125 (33.48688733577728)  --> STEP: 17 | > loss_disc: 2.3367135524749756 (2.3308051053215477) | > loss_disc_real_0: 0.09685146808624268 (0.08537534931126763) | > loss_disc_real_1: 0.1810307651758194 (0.20163556013037176) | > loss_disc_real_2: 0.2850658893585205 (0.224355870309998) | > loss_disc_real_3: 0.26849672198295593 (0.2509193622014102) | > loss_disc_real_4: 0.28639861941337585 (0.2033846658818862) | > loss_disc_real_5: 0.2027249038219452 (0.20130934785394108) | > loss_0: 2.3367135524749756 (2.3308051053215477) | > loss_gen: 2.4052679538726807 (2.2666338682174683) | > loss_kl: 2.238957643508911 (2.3273136966368733) | > loss_feat: 5.88564395904541 (7.125655370600083) | > loss_mel: 17.615575790405273 (19.308674924513873) | > loss_duration: 2.315126895904541 (2.280590856776518) | > loss_1: 30.4605712890625 (33.30886874479406)  --> STEP: 18 | > loss_disc: 1.946527361869812 (2.309456341796451) | > loss_disc_real_0: 0.057221606373786926 (0.08381125248140758) | > loss_disc_real_1: 0.13483329117298126 (0.1979243229660723) | > loss_disc_real_2: 0.17113344371318817 (0.22139906883239746) | > loss_disc_real_3: 0.19350789487361908 (0.2477298362387551) | > loss_disc_real_4: 0.1302468329668045 (0.19932145294215944) | > loss_disc_real_5: 0.18351991474628448 (0.20032104601462683) | > loss_0: 1.946527361869812 (2.309456341796451) | > loss_gen: 2.385082721710205 (2.273214360078176) | > loss_kl: 2.427976608276367 (2.332906080616845) | > loss_feat: 9.864460945129395 (7.277811235851711) | > loss_mel: 22.82286262512207 (19.50390757454766) | > loss_duration: 2.2321479320526123 (2.2778995831807456) | > loss_1: 39.73252868652344 (33.6657387415568)  --> STEP: 19 | > loss_disc: 2.3843119144439697 (2.3133961087778996) | > loss_disc_real_0: 0.08920347690582275 (0.08409505376690313) | > loss_disc_real_1: 0.17324766516685486 (0.19662555150295558) | > loss_disc_real_2: 0.23208673298358917 (0.22196157747193387) | > loss_disc_real_3: 0.2359517514705658 (0.24710993704042936) | > loss_disc_real_4: 0.1836950033903122 (0.19849900822890432) | > loss_disc_real_5: 0.1835828274488449 (0.19944008714274356) | > loss_0: 2.3843119144439697 (2.3133961087778996) | > loss_gen: 2.0844109058380127 (2.2632773361707987) | > loss_kl: 1.8348045349121094 (2.30669020979028) | > loss_feat: 9.433817863464355 (7.391285268883956) | > loss_mel: 20.524938583374023 (19.557646048696416) | > loss_duration: 2.309222936630249 (2.2795481807307194) | > loss_1: 36.18719482421875 (33.79844695643375)  --> STEP: 20 | > loss_disc: 2.1762282848358154 (2.3065377175807953) | > loss_disc_real_0: 0.0392146110534668 (0.08185103163123131) | > loss_disc_real_1: 0.15907804667949677 (0.19474817626178265) | > loss_disc_real_2: 0.22492662072181702 (0.22210982963442802) | > loss_disc_real_3: 0.2439197450876236 (0.24695042744278908) | > loss_disc_real_4: 0.19504015147686005 (0.1983260653913021) | > loss_disc_real_5: 0.1967041939496994 (0.19930329248309137) | > loss_0: 2.1762282848358154 (2.3065377175807953) | > loss_gen: 2.3603439331054688 (2.2681306660175324) | > loss_kl: 1.829290509223938 (2.282820224761963) | > loss_feat: 9.042037963867188 (7.473822903633118) | > loss_mel: 20.48430824279785 (19.603979158401486) | > loss_duration: 2.294174909591675 (2.280279517173767) | > loss_1: 36.010154724121094 (33.909032344818115)  --> STEP: 21 | > loss_disc: 2.7434160709381104 (2.3273414486930486) | > loss_disc_real_0: 0.08389557152986526 (0.0819483906740234) | > loss_disc_real_1: 0.14092642068862915 (0.19218523552020392) | > loss_disc_real_2: 0.2162693738937378 (0.22183171269439517) | > loss_disc_real_3: 0.2569288909435272 (0.24742559237139566) | > loss_disc_real_4: 0.2787869870662689 (0.20215753785201482) | > loss_disc_real_5: 0.35659921169281006 (0.2067935743502208) | > loss_0: 2.7434160709381104 (2.3273414486930486) | > loss_gen: 2.1406242847442627 (2.2620589335759482) | > loss_kl: 2.600874423980713 (2.2979656628199985) | > loss_feat: 6.069319248199463 (7.406941777183896) | > loss_mel: 17.840621948242188 (19.52000976744152) | > loss_duration: 2.1464574337005615 (2.2739070370083763) | > loss_1: 30.797897338867188 (33.760883058820454)  --> STEP: 22 | > loss_disc: 2.1696224212646484 (2.320172401991758) | > loss_disc_real_0: 0.10878776013851166 (0.08316836201331833) | > loss_disc_real_1: 0.2060408592224121 (0.192815036597577) | > loss_disc_real_2: 0.18680253624916077 (0.22023947740142996) | > loss_disc_real_3: 0.20006278157234192 (0.24527273733507504) | > loss_disc_real_4: 0.23233647644519806 (0.2035293077880686) | > loss_disc_real_5: 0.22100830078125 (0.20743969827890396) | > loss_0: 2.1696224212646484 (2.320172401991758) | > loss_gen: 2.696707248687744 (2.2818156751719387) | > loss_kl: 1.8381482362747192 (2.277064870704304) | > loss_feat: 9.327643394470215 (7.494246396151456) | > loss_mel: 19.827016830444336 (19.533964633941647) | > loss_duration: 2.154090166091919 (2.268460815603083) | > loss_1: 35.84360885620117 (33.85555241324685)  --> STEP: 23 | > loss_disc: 2.468613862991333 (2.326626378556957) | > loss_disc_real_0: 0.11302478611469269 (0.08446646740903026) | > loss_disc_real_1: 0.24644438922405243 (0.19514674758133682) | > loss_disc_real_2: 0.2891746759414673 (0.22323665994664896) | > loss_disc_real_3: 0.24515628814697266 (0.24526767432689667) | > loss_disc_real_4: 0.1776743233203888 (0.20240517802860425) | > loss_disc_real_5: 0.18604226410388947 (0.20650937505390332) | > loss_0: 2.468613862991333 (2.326626378556957) | > loss_gen: 2.083587169647217 (2.2731970444969507) | > loss_kl: 2.1739723682403564 (2.2725825879884805) | > loss_feat: 7.424595355987549 (7.491218090057373) | > loss_mel: 17.588834762573242 (19.44939376996911) | > loss_duration: 2.264971971511841 (2.2683091267295508) | > loss_1: 31.53596305847168 (33.754700702169664)  --> STEP: 24 | > loss_disc: 2.336028575897217 (2.327018136779468) | > loss_disc_real_0: 0.12780305743217468 (0.0862721586599946) | > loss_disc_real_1: 0.19511952996253967 (0.19514561351388693) | > loss_disc_real_2: 0.22524192929267883 (0.22332021283606687) | > loss_disc_real_3: 0.20985791087150574 (0.24379226751625538) | > loss_disc_real_4: 0.21094688773155212 (0.2027610825995604) | > loss_disc_real_5: 0.22600477933883667 (0.20732168356577554) | > loss_0: 2.336028575897217 (2.327018136779468) | > loss_gen: 2.330946207046509 (2.2756032596031823) | > loss_kl: 2.14902400970459 (2.2674343138933186) | > loss_feat: 7.4154887199401855 (7.488062699635823) | > loss_mel: 19.152297973632812 (19.437014778455097) | > loss_duration: 2.430774688720703 (2.2750785251458487) | > loss_1: 33.47853088378906 (33.7431936264038)  --> STEP: 25 | > loss_disc: 2.3205833435058594 (2.3267607450485235) | > loss_disc_real_0: 0.05165080353617668 (0.08488730445504189) | > loss_disc_real_1: 0.2447766363620758 (0.19713085442781447) | > loss_disc_real_2: 0.24629268050193787 (0.2242391115427017) | > loss_disc_real_3: 0.2787269353866577 (0.24518965423107147) | > loss_disc_real_4: 0.19629600644111633 (0.20250247955322265) | > loss_disc_real_5: 0.2178374081850052 (0.20774231255054473) | > loss_0: 2.3205833435058594 (2.3267607450485235) | > loss_gen: 2.327996015548706 (2.2776989698410035) | > loss_kl: 2.4329142570495605 (2.2740535116195684) | > loss_feat: 5.123851299285889 (7.393494243621826) | > loss_mel: 15.054652214050293 (19.261720275878908) | > loss_duration: 2.315643548965454 (2.276701126098633) | > loss_1: 27.255056381225586 (33.48366813659667)  --> STEP: 26 | > loss_disc: 2.90572452545166 (2.3490285827563366) | > loss_disc_real_0: 0.09063592553138733 (0.08510840526567055) | > loss_disc_real_1: 0.06247548758983612 (0.19195180185712302) | > loss_disc_real_2: 0.16839607059955597 (0.22209130227565765) | > loss_disc_real_3: 0.27217772603034973 (0.24622765699258217) | > loss_disc_real_4: 0.23414307832717896 (0.20371942565991327) | > loss_disc_real_5: 0.23158325254917145 (0.20865927178126115) | > loss_0: 2.90572452545166 (2.3490285827563366) | > loss_gen: 1.579829454421997 (2.2508578346325803) | > loss_kl: 2.194453477859497 (2.2709919718595657) | > loss_feat: 8.969695091247559 (7.454117353145893) | > loss_mel: 21.441280364990234 (19.345549510075497) | > loss_duration: 2.2591054439544678 (2.276024369093088) | > loss_1: 36.444366455078125 (33.597541148845956) --> EVAL PERFORMANCE | > avg_loader_time: 0.002226829528808594 (-0.00021897829495943566) | > avg_loss_disc: 2.3490285827563366 (+0.0066427955260648375) | > avg_loss_disc_real_0: 0.08510840526567055 (-0.05153203512040473) | > avg_loss_disc_real_1: 0.19195180185712302 (-0.07546877861022949) | > avg_loss_disc_real_2: 0.22209130227565765 (-0.007440289052633137) | > avg_loss_disc_real_3: 0.24622765699258217 (+0.007456406377829045) | > avg_loss_disc_real_4: 0.20371942565991327 (-0.03001658561138007) | > avg_loss_disc_real_5: 0.20865927178126115 (-0.03208837715479043) | > avg_loss_0: 2.3490285827563366 (+0.0066427955260648375) | > avg_loss_gen: 2.2508578346325803 (-0.39607650958574725) | > avg_loss_kl: 2.2709919718595657 (-0.08608435667477998) | > avg_loss_feat: 7.454117353145893 (+0.4237745908590469) | > avg_loss_mel: 19.345549510075497 (+0.46969307385958103) | > avg_loss_duration: 2.276024369093088 (+0.0015207987565259984) | > avg_loss_1: 33.597541148845956 (+0.41282763847937076)  > EPOCH: 230/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:02:39)   --> TIME: 2024-06-11 01:02:49 -- STEP: 24/330 -- GLOBAL_STEP: 163925 | > loss_disc: 2.2452142238616943 (2.3062270283699036) | > loss_disc_real_0: 0.07401502132415771 (0.1104309990381201) | > loss_disc_real_1: 0.1941758245229721 (0.19826042590041956) | > loss_disc_real_2: 0.22737720608711243 (0.220037537937363) | > loss_disc_real_3: 0.2263614386320114 (0.22856491493682066) | > loss_disc_real_4: 0.22425232827663422 (0.22000538185238838) | > loss_disc_real_5: 0.21774572134017944 (0.21301229670643806) | > loss_0: 2.2452142238616943 (2.3062270283699036) | > grad_norm_0: tensor(16.0060, device='cuda:0') (tensor(10.8586, device='cuda:0')) | > loss_gen: 2.554844856262207 (2.556364973386129) | > loss_kl: 1.8122494220733643 (1.7251273145278294) | > loss_feat: 7.527141094207764 (7.209454854329427) | > loss_mel: 18.741191864013672 (19.373827377955116) | > loss_duration: 2.045395851135254 (2.1396942089001345) | > loss_1: 32.68082046508789 (33.00446812311808) | > grad_norm_1: tensor(62.4160, device='cuda:0') (tensor(116.8160, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3492 (0.34598414103190106) | > loader_time: 0.0031 (0.003098080555597941)  --> TIME: 2024-06-11 01:02:58 -- STEP: 49/330 -- GLOBAL_STEP: 163950 | > loss_disc: 2.295206069946289 (2.287039484296527) | > loss_disc_real_0: 0.1213289275765419 (0.1092130290914555) | > loss_disc_real_1: 0.205905944108963 (0.19732530384647604) | > loss_disc_real_2: 0.2153671532869339 (0.21488289626277224) | > loss_disc_real_3: 0.22649915516376495 (0.22468157872861746) | > loss_disc_real_4: 0.1821959912776947 (0.2190514900246445) | > loss_disc_real_5: 0.21970781683921814 (0.2136058202203439) | > loss_0: 2.295206069946289 (2.287039484296527) | > grad_norm_0: tensor(15.3121, device='cuda:0') (tensor(9.4247, device='cuda:0')) | > loss_gen: 2.5710220336914062 (2.564719565060674) | > loss_kl: 1.9593948125839233 (1.7478624290349531) | > loss_feat: 7.4076313972473145 (7.349790670433823) | > loss_mel: 18.718341827392578 (19.19948274262097) | > loss_duration: 1.993260145187378 (2.085553641221961) | > loss_1: 32.64965057373047 (32.94740879292391) | > grad_norm_1: tensor(131.2148, device='cuda:0') (tensor(106.3365, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3505 (0.3494380493553317) | > loader_time: 0.0034 (0.003286483336468132)  --> TIME: 2024-06-11 01:03:07 -- STEP: 74/330 -- GLOBAL_STEP: 163975 | > loss_disc: 2.3068482875823975 (2.291363941656577) | > loss_disc_real_0: 0.11298400908708572 (0.10919018613325583) | > loss_disc_real_1: 0.25577297806739807 (0.19928714049023552) | > loss_disc_real_2: 0.2612643241882324 (0.21422232989523862) | > loss_disc_real_3: 0.25748658180236816 (0.22711654611535975) | > loss_disc_real_4: 0.25545015931129456 (0.2219549443673443) | > loss_disc_real_5: 0.24830609560012817 (0.21571900071324532) | > loss_0: 2.3068482875823975 (2.291363941656577) | > grad_norm_0: tensor(5.4416, device='cuda:0') (tensor(9.2778, device='cuda:0')) | > loss_gen: 2.734057664871216 (2.5739244867015527) | > loss_kl: 1.728407382965088 (1.7854855318327207) | > loss_feat: 7.378587245941162 (7.440615035392143) | > loss_mel: 18.811054229736328 (19.161626970445784) | > loss_duration: 1.9738266468048096 (2.0664769910477303) | > loss_1: 32.62593460083008 (33.02812898481215) | > grad_norm_1: tensor(91.5434, device='cuda:0') (tensor(120.9646, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3504 (0.35036697581007675) | > loader_time: 0.0036 (0.003402361998686919)  --> TIME: 2024-06-11 01:03:16 -- STEP: 99/330 -- GLOBAL_STEP: 164000 | > loss_disc: 2.2802906036376953 (2.2836204586607045) | > loss_disc_real_0: 0.11379054933786392 (0.11009204763956744) | > loss_disc_real_1: 0.189089834690094 (0.19807301582110048) | > loss_disc_real_2: 0.25441664457321167 (0.21478851681405847) | > loss_disc_real_3: 0.25293785333633423 (0.2239960656322614) | > loss_disc_real_4: 0.2592548727989197 (0.21945769889186126) | > loss_disc_real_5: 0.23333153128623962 (0.2124887682271726) | > loss_0: 2.2802906036376953 (2.2836204586607045) | > grad_norm_0: tensor(14.0499, device='cuda:0') (tensor(9.4063, device='cuda:0')) | > loss_gen: 2.6443660259246826 (2.5732927346470373) | > loss_kl: 1.8579522371292114 (1.7882080523654669) | > loss_feat: 7.3706488609313965 (7.439648989475135) | > loss_mel: 19.071504592895508 (19.09291371432217) | > loss_duration: 2.0509519577026367 (2.060714877013005) | > loss_1: 32.99542236328125 (32.9547784015386) | > grad_norm_1: tensor(259.7473, device='cuda:0') (tensor(126.2118, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3694 (0.3538041740956932) | > loader_time: 0.0037 (0.003477847937381629) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_164000.pth  --> TIME: 2024-06-11 01:03:31 -- STEP: 124/330 -- GLOBAL_STEP: 164025 | > loss_disc: 2.3089852333068848 (2.2820271138221995) | > loss_disc_real_0: 0.10168494284152985 (0.1100271814652989) | > loss_disc_real_1: 0.22166702151298523 (0.1979132015858927) | > loss_disc_real_2: 0.23471976816654205 (0.2153867959014831) | > loss_disc_real_3: 0.2634762227535248 (0.22529527532958216) | > loss_disc_real_4: 0.21007715165615082 (0.21988403136211057) | > loss_disc_real_5: 0.22704604268074036 (0.2114631330534335) | > loss_0: 2.3089852333068848 (2.2820271138221995) | > grad_norm_0: tensor(6.4392, device='cuda:0') (tensor(9.6488, device='cuda:0')) | > loss_gen: 2.4133541584014893 (2.576079839660275) | > loss_kl: 1.7539441585540771 (1.7829765581315564) | > loss_feat: 7.030455589294434 (7.452555010395665) | > loss_mel: 19.06821632385254 (19.078046506451013) | > loss_duration: 2.0745882987976074 (2.0607126980058603) | > loss_1: 32.34055709838867 (32.95037069628319) | > grad_norm_1: tensor(73.2034, device='cuda:0') (tensor(122.6976, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3864 (0.3591508173173473) | > loader_time: 0.0049 (0.0036378483618459394)  --> TIME: 2024-06-11 01:03:40 -- STEP: 149/330 -- GLOBAL_STEP: 164050 | > loss_disc: 2.2722525596618652 (2.2788928739176506) | > loss_disc_real_0: 0.09013017266988754 (0.1103609979352695) | > loss_disc_real_1: 0.15247471630573273 (0.19715603566009726) | > loss_disc_real_2: 0.20437060296535492 (0.21438465052403058) | > loss_disc_real_3: 0.21311838924884796 (0.22452404515055202) | > loss_disc_real_4: 0.24121855199337006 (0.21997777997647355) | > loss_disc_real_5: 0.2353292554616928 (0.21018080233327494) | > loss_0: 2.2722525596618652 (2.2788928739176506) | > grad_norm_0: tensor(8.6119, device='cuda:0') (tensor(9.8498, device='cuda:0')) | > loss_gen: 2.6524996757507324 (2.5726270771666653) | > loss_kl: 1.8069186210632324 (1.7801536257635027) | > loss_feat: 6.884706497192383 (7.441871511856181) | > loss_mel: 19.322973251342773 (19.052669281927525) | > loss_duration: 2.078388214111328 (2.062433203594795) | > loss_1: 32.745487213134766 (32.909754746712316) | > grad_norm_1: tensor(175.3935, device='cuda:0') (tensor(124.9670, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3875 (0.36249805936877355) | > loader_time: 0.0041 (0.0037420052009940947)  --> TIME: 2024-06-11 01:03:50 -- STEP: 174/330 -- GLOBAL_STEP: 164075 | > loss_disc: 2.11836838722229 (2.2830989621151447) | > loss_disc_real_0: 0.07174873352050781 (0.1113509470703958) | > loss_disc_real_1: 0.14846353232860565 (0.19780786917812523) | > loss_disc_real_2: 0.2064974457025528 (0.2146315715950111) | > loss_disc_real_3: 0.20013493299484253 (0.22453106425959488) | > loss_disc_real_4: 0.1860516220331192 (0.22023001364592848) | > loss_disc_real_5: 0.18818679451942444 (0.21076061293996615) | > loss_0: 2.11836838722229 (2.2830989621151447) | > grad_norm_0: tensor(25.4425, device='cuda:0') (tensor(11.0089, device='cuda:0')) | > loss_gen: 2.6159474849700928 (2.568738994927242) | > loss_kl: 1.713035225868225 (1.7861257072152763) | > loss_feat: 8.3196439743042 (7.445104461976851) | > loss_mel: 18.895965576171875 (19.026090128668415) | > loss_duration: 2.1478753089904785 (2.06570802543355) | > loss_1: 33.69247055053711 (32.89176738125157) | > grad_norm_1: tensor(448.7703, device='cuda:0') (tensor(138.9803, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3705 (0.36430810237752975) | > loader_time: 0.0048 (0.0038511561251234733)  --> TIME: 2024-06-11 01:04:00 -- STEP: 199/330 -- GLOBAL_STEP: 164100 | > loss_disc: 2.311767101287842 (2.2850224911867056) | > loss_disc_real_0: 0.167869433760643 (0.1124525137957017) | > loss_disc_real_1: 0.1949852705001831 (0.1984821020358771) | > loss_disc_real_2: 0.22166308760643005 (0.21448436956010272) | > loss_disc_real_3: 0.2287297546863556 (0.22406042580628516) | > loss_disc_real_4: 0.21195508539676666 (0.2200843471678058) | > loss_disc_real_5: 0.22340191900730133 (0.21036780749134082) | > loss_0: 2.311767101287842 (2.2850224911867056) | > grad_norm_0: tensor(41.6389, device='cuda:0') (tensor(12.4078, device='cuda:0')) | > loss_gen: 2.6464405059814453 (2.5713754467029664) | > loss_kl: 1.8766216039657593 (1.7854225479777734) | > loss_feat: 6.661984920501709 (7.472543215631839) | > loss_mel: 18.72899055480957 (19.023714736478407) | > loss_duration: 2.1729884147644043 (2.071869145086661) | > loss_1: 32.0870246887207 (32.924925157173206) | > grad_norm_1: tensor(259.8654, device='cuda:0') (tensor(152.4748, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3797 (0.3666019248003935) | > loader_time: 0.0046 (0.0039734397102240936)  --> TIME: 2024-06-11 01:04:10 -- STEP: 224/330 -- GLOBAL_STEP: 164125 | > loss_disc: 2.349104166030884 (2.291223437658377) | > loss_disc_real_0: 0.07484502345323563 (0.11301537327069257) | > loss_disc_real_1: 0.19978787004947662 (0.1996977041874613) | > loss_disc_real_2: 0.17916902899742126 (0.2142996393543269) | > loss_disc_real_3: 0.20510853826999664 (0.22466579412243196) | > loss_disc_real_4: 0.242035374045372 (0.2207099147407072) | > loss_disc_real_5: 0.23072755336761475 (0.21089070669508406) | > loss_0: 2.349104166030884 (2.291223437658377) | > grad_norm_0: tensor(16.8490, device='cuda:0') (tensor(14.9303, device='cuda:0')) | > loss_gen: 2.6494007110595703 (2.5778627395629883) | > loss_kl: 1.6100356578826904 (1.7822462341615133) | > loss_feat: 8.280166625976562 (7.489456911172185) | > loss_mel: 19.547489166259766 (19.004571293081547) | > loss_duration: 2.1740756034851074 (2.0780594620321464) | > loss_1: 34.261165618896484 (32.93219673633577) | > grad_norm_1: tensor(153.1129, device='cuda:0') (tensor(168.1226, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.3927 (0.37070235610008234) | > loader_time: 0.005 (0.004102836762155804)  --> TIME: 2024-06-11 01:04:21 -- STEP: 249/330 -- GLOBAL_STEP: 164150 | > loss_disc: 2.3093385696411133 (2.2952037728933914) | > loss_disc_real_0: 0.1258004754781723 (0.11400222290591543) | > loss_disc_real_1: 0.1757906824350357 (0.19981228676905116) | > loss_disc_real_2: 0.22688402235507965 (0.2144915762555647) | > loss_disc_real_3: 0.23090170323848724 (0.22441562914465327) | > loss_disc_real_4: 0.2578732669353485 (0.22034508187368693) | > loss_disc_real_5: 0.20810018479824066 (0.21141972748869395) | > loss_0: 2.3093385696411133 (2.2952037728933914) | > grad_norm_0: tensor(48.0744, device='cuda:0') (tensor(17.0436, device='cuda:0')) | > loss_gen: 2.397231101989746 (2.5808180757315764) | > loss_kl: 1.7351547479629517 (1.7777898029151211) | > loss_feat: 6.645185470581055 (7.478708960445052) | > loss_mel: 17.78139305114746 (18.990665903053124) | > loss_duration: 2.15303373336792 (2.0852926079049148) | > loss_1: 30.711997985839844 (32.9132754850579) | > grad_norm_1: tensor(343.9470, device='cuda:0') (tensor(180.8940, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.4257 (0.3760522790701992) | > loader_time: 0.0058 (0.004259501116342813)  --> TIME: 2024-06-11 01:04:32 -- STEP: 274/330 -- GLOBAL_STEP: 164175 | > loss_disc: 2.308497905731201 (2.2974831048589546) | > loss_disc_real_0: 0.06788557022809982 (0.11349430585103312) | > loss_disc_real_1: 0.19076907634735107 (0.2000480447589916) | > loss_disc_real_2: 0.21780282258987427 (0.2144923126936829) | > loss_disc_real_3: 0.21558083593845367 (0.22470008804850342) | > loss_disc_real_4: 0.24947790801525116 (0.22065485187255554) | > loss_disc_real_5: 0.221349835395813 (0.2117728527880063) | > loss_0: 2.308497905731201 (2.2974831048589546) | > grad_norm_0: tensor(41.6895, device='cuda:0') (tensor(18.6589, device='cuda:0')) | > loss_gen: 2.6509625911712646 (2.586982205836443) | > loss_kl: 1.9249122142791748 (1.7796628218497672) | > loss_feat: 8.032472610473633 (7.507608450242203) | > loss_mel: 18.117176055908203 (18.96578024425645) | > loss_duration: 2.1648201942443848 (2.092470007656263) | > loss_1: 32.89034652709961 (32.93250388124563) | > grad_norm_1: tensor(236.6967, device='cuda:0') (tensor(198.9072, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.449 (0.3819541235039703) | > loader_time: 0.0063 (0.004430867459652198)  --> TIME: 2024-06-11 01:04:44 -- STEP: 299/330 -- GLOBAL_STEP: 164200 | > loss_disc: 2.2115466594696045 (2.29971873481138) | > loss_disc_real_0: 0.1300727128982544 (0.11450032534756788) | > loss_disc_real_1: 0.19826799631118774 (0.20088401048079782) | > loss_disc_real_2: 0.23079811036586761 (0.21474776519182134) | > loss_disc_real_3: 0.22876131534576416 (0.2248224465045643) | > loss_disc_real_4: 0.24671021103858948 (0.22065201376792182) | > loss_disc_real_5: 0.22962239384651184 (0.2116099877600686) | > loss_0: 2.2115466594696045 (2.29971873481138) | > grad_norm_0: tensor(14.5037, device='cuda:0') (tensor(19.4037, device='cuda:0')) | > loss_gen: 2.6587727069854736 (2.5827009925076805) | > loss_kl: 1.8604718446731567 (1.7788290582771684) | > loss_feat: 7.212612628936768 (7.502943370653235) | > loss_mel: 19.43441390991211 (18.91360807897254) | > loss_duration: 2.259884834289551 (2.1018728392578674) | > loss_1: 33.4261589050293 (32.87995444970784) | > grad_norm_1: tensor(182.6541, device='cuda:0') (tensor(205.8749, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.4616 (0.3888802608120002) | > loader_time: 0.0068 (0.0046197323496126414)  --> TIME: 2024-06-11 01:04:58 -- STEP: 324/330 -- GLOBAL_STEP: 164225 | > loss_disc: 2.4469544887542725 (2.302266534463858) | > loss_disc_real_0: 0.16034066677093506 (0.11592662788605616) | > loss_disc_real_1: 0.2724931240081787 (0.2007183927444765) | > loss_disc_real_2: 0.22713927924633026 (0.214552867927669) | > loss_disc_real_3: 0.2723829746246338 (0.22493134176841498) | > loss_disc_real_4: 0.24196814000606537 (0.22081706208395369) | > loss_disc_real_5: 0.2677345275878906 (0.21182236503119822) | > loss_0: 2.4469544887542725 (2.302266534463858) | > grad_norm_0: tensor(6.4895, device='cuda:0') (tensor(18.9059, device='cuda:0')) | > loss_gen: 2.3135435581207275 (2.580213329674286) | > loss_kl: 2.0346038341522217 (1.7841091534973663) | > loss_feat: 9.768725395202637 (7.566347244345112) | > loss_mel: 18.96796417236328 (18.869625321140987) | > loss_duration: 2.3019840717315674 (2.1151691229990957) | > loss_1: 35.38682174682617 (32.91546425407315) | > grad_norm_1: tensor(162.5254, device='cuda:0') (tensor(202.9447, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.592 (0.4002200284121949) | > loader_time: 0.0092 (0.004883900100802197)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4000587463378906 (2.4000587463378906) | > loss_disc_real_0: 0.1608756184577942 (0.1608756184577942) | > loss_disc_real_1: 0.14971251785755157 (0.14971251785755157) | > loss_disc_real_2: 0.1794600486755371 (0.1794600486755371) | > loss_disc_real_3: 0.20895381271839142 (0.20895381271839142) | > loss_disc_real_4: 0.2514580190181732 (0.2514580190181732) | > loss_disc_real_5: 0.2133953720331192 (0.2133953720331192) | > loss_0: 2.4000587463378906 (2.4000587463378906) | > loss_gen: 2.146780252456665 (2.146780252456665) | > loss_kl: 1.7898741960525513 (1.7898741960525513) | > loss_feat: 6.194684982299805 (6.194684982299805) | > loss_mel: 16.76555824279785 (16.76555824279785) | > loss_duration: 2.923701047897339 (2.923701047897339) | > loss_1: 29.820598602294922 (29.820598602294922)  --> STEP: 1 | > loss_disc: 2.2499351501464844 (2.2499351501464844) | > loss_disc_real_0: 0.048622071743011475 (0.048622071743011475) | > loss_disc_real_1: 0.09973274171352386 (0.09973274171352386) | > loss_disc_real_2: 0.12512879073619843 (0.12512879073619843) | > loss_disc_real_3: 0.21634332835674286 (0.21634332835674286) | > loss_disc_real_4: 0.19779759645462036 (0.19779759645462036) | > loss_disc_real_5: 0.14533179998397827 (0.14533179998397827) | > loss_0: 2.2499351501464844 (2.2499351501464844) | > loss_gen: 2.0485382080078125 (2.0485382080078125) | > loss_kl: 2.0107927322387695 (2.0107927322387695) | > loss_feat: 7.0262250900268555 (7.0262250900268555) | > loss_mel: 20.10358428955078 (20.10358428955078) | > loss_duration: 2.430911064147949 (2.430911064147949) | > loss_1: 33.620052337646484 (33.620052337646484)  --> STEP: 2 | > loss_disc: 2.585836410522461 (2.4178857803344727) | > loss_disc_real_0: 0.11332844197750092 (0.0809752568602562) | > loss_disc_real_1: 0.14417237043380737 (0.12195255607366562) | > loss_disc_real_2: 0.18957774341106415 (0.1573532670736313) | > loss_disc_real_3: 0.273639053106308 (0.24499119073152542) | > loss_disc_real_4: 0.3557886481285095 (0.27679312229156494) | > loss_disc_real_5: 0.3433177173137665 (0.24432475864887238) | > loss_0: 2.585836410522461 (2.4178857803344727) | > loss_gen: 2.2024762630462646 (2.1255072355270386) | > loss_kl: 1.8926870822906494 (1.9517399072647095) | > loss_feat: 5.844232082366943 (6.435228586196899) | > loss_mel: 20.12932777404785 (20.116456031799316) | > loss_duration: 2.3366055488586426 (2.383758306503296) | > loss_1: 32.405330657958984 (33.012691497802734)  --> STEP: 3 | > loss_disc: 2.2120909690856934 (2.349287509918213) | > loss_disc_real_0: 0.0691910833120346 (0.077047199010849) | > loss_disc_real_1: 0.13602063059806824 (0.1266419142484665) | > loss_disc_real_2: 0.2511056363582611 (0.18860405683517456) | > loss_disc_real_3: 0.23951517045497894 (0.24316585063934326) | > loss_disc_real_4: 0.2499391883611679 (0.2678418109814326) | > loss_disc_real_5: 0.251470685005188 (0.24670673410097757) | > loss_0: 2.2120909690856934 (2.349287509918213) | > loss_gen: 2.5121102333068848 (2.254374901453654) | > loss_kl: 2.6180291175842285 (2.1738363107045493) | > loss_feat: 7.341823101043701 (6.7374267578125) | > loss_mel: 18.708229064941406 (19.64704704284668) | > loss_duration: 2.253614664077759 (2.34037709236145) | > loss_1: 33.433807373046875 (33.153063456217446)  --> STEP: 4 | > loss_disc: 2.2280664443969727 (2.318982243537903) | > loss_disc_real_0: 0.11827331781387329 (0.08735372871160507) | > loss_disc_real_1: 0.13766421377658844 (0.12939748913049698) | > loss_disc_real_2: 0.19366879761219025 (0.18987024202942848) | > loss_disc_real_3: 0.16927193105220795 (0.22469237074255943) | > loss_disc_real_4: 0.19706730544567108 (0.2501481845974922) | > loss_disc_real_5: 0.21253421902656555 (0.23816360533237457) | > loss_0: 2.2280664443969727 (2.318982243537903) | > loss_gen: 2.328341245651245 (2.2728664875030518) | > loss_kl: 2.8547565937042236 (2.3440663814544678) | > loss_feat: 7.229705333709717 (6.860496401786804) | > loss_mel: 17.9578914642334 (19.22475814819336) | > loss_duration: 2.2459983825683594 (2.3167824149131775) | > loss_1: 32.61669158935547 (33.01897048950195)  --> STEP: 5 | > loss_disc: 2.072446823120117 (2.2696751594543456) | > loss_disc_real_0: 0.07610124349594116 (0.08510323166847229) | > loss_disc_real_1: 0.16008366644382477 (0.13553472459316254) | > loss_disc_real_2: 0.2636529505252838 (0.20462678372859955) | > loss_disc_real_3: 0.17166028916835785 (0.2140859544277191) | > loss_disc_real_4: 0.22538305819034576 (0.24519515931606292) | > loss_disc_real_5: 0.21114489436149597 (0.23275986313819885) | > loss_0: 2.072446823120117 (2.2696751594543456) | > loss_gen: 2.680668354034424 (2.354426860809326) | > loss_kl: 1.826368808746338 (2.240526866912842) | > loss_feat: 7.437352657318115 (6.975867652893067) | > loss_mel: 19.45790672302246 (19.27138786315918) | > loss_duration: 2.42482852935791 (2.338391637802124) | > loss_1: 33.827125549316406 (33.18060150146484)  --> STEP: 6 | > loss_disc: 2.6623611450195312 (2.33512282371521) | > loss_disc_real_0: 0.18976739048957825 (0.10254725813865662) | > loss_disc_real_1: 0.1357712596654892 (0.13557414710521698) | > loss_disc_real_2: 0.24857522547245026 (0.21195152401924133) | > loss_disc_real_3: 0.24682581424713135 (0.2195425977309545) | > loss_disc_real_4: 0.2923539876937866 (0.25305496404568356) | > loss_disc_real_5: 0.2537306249141693 (0.2362549901008606) | > loss_0: 2.6623611450195312 (2.33512282371521) | > loss_gen: 2.0106184482574463 (2.297125458717346) | > loss_kl: 1.8617315292358398 (2.1773943106333413) | > loss_feat: 5.2059831619262695 (6.680886904398601) | > loss_mel: 14.85305404663086 (18.534998893737793) | > loss_duration: 2.077363967895508 (2.2948870261510215) | > loss_1: 26.008750915527344 (31.98529307047526)  --> STEP: 7 | > loss_disc: 2.279202938079834 (2.327134268624442) | > loss_disc_real_0: 0.059896934777498245 (0.09645435480134827) | > loss_disc_real_1: 0.13236680626869202 (0.13511595555714198) | > loss_disc_real_2: 0.2134496420621872 (0.21216554088251932) | > loss_disc_real_3: 0.22828014194965363 (0.2207908183336258) | > loss_disc_real_4: 0.2255723923444748 (0.2491288823740823) | > loss_disc_real_5: 0.18576031923294067 (0.22904146569115774) | > loss_0: 2.279202938079834 (2.327134268624442) | > loss_gen: 2.2705445289611816 (2.293328183037894) | > loss_kl: 2.582996368408203 (2.235337461744036) | > loss_feat: 7.294462203979492 (6.768540518624442) | > loss_mel: 20.140846252441406 (18.76440565926688) | > loss_duration: 2.4442601203918457 (2.3162260396139964) | > loss_1: 34.73310852050781 (32.377838134765625)  --> STEP: 8 | > loss_disc: 2.0762598514556885 (2.295774966478348) | > loss_disc_real_0: 0.11490444839000702 (0.09876061649993062) | > loss_disc_real_1: 0.1363563984632492 (0.1352710109204054) | > loss_disc_real_2: 0.1637609899044037 (0.20611497201025486) | > loss_disc_real_3: 0.153593048453331 (0.21239109709858894) | > loss_disc_real_4: 0.20448169112205505 (0.2435479834675789) | > loss_disc_real_5: 0.17163734138011932 (0.22186595015227795) | > loss_0: 2.0762598514556885 (2.295774966478348) | > loss_gen: 2.437056064605713 (2.3112941682338715) | > loss_kl: 2.628046751022339 (2.284426122903824) | > loss_feat: 8.967991828918457 (7.043471932411194) | > loss_mel: 20.185321807861328 (18.942020177841187) | > loss_duration: 2.175506114959717 (2.2986360490322113) | > loss_1: 36.393924713134766 (32.87984895706177)  --> STEP: 9 | > loss_disc: 2.2840707302093506 (2.2944744957817926) | > loss_disc_real_0: 0.12158386409282684 (0.10129653289914131) | > loss_disc_real_1: 0.14779819548130035 (0.1366629203160604) | > loss_disc_real_2: 0.18494950234889984 (0.20376325315899319) | > loss_disc_real_3: 0.19541031122207642 (0.21050434311230978) | > loss_disc_real_4: 0.2571687400341034 (0.24506140086385939) | > loss_disc_real_5: 0.22117239236831665 (0.22178888817628226) | > loss_0: 2.2840707302093506 (2.2944744957817926) | > loss_gen: 2.382014036178589 (2.31915193133884) | > loss_kl: 2.364565372467041 (2.2933304839664035) | > loss_feat: 8.743831634521484 (7.232400788201226) | > loss_mel: 21.3361873626709 (19.208038753933376) | > loss_duration: 2.11668062210083 (2.278418779373169) | > loss_1: 36.94327926635742 (33.33134121365018)  --> STEP: 10 | > loss_disc: 2.0045998096466064 (2.265487027168274) | > loss_disc_real_0: 0.07958634197711945 (0.09912551380693913) | > loss_disc_real_1: 0.15462130308151245 (0.1384587585926056) | > loss_disc_real_2: 0.20362499356269836 (0.2037494271993637) | > loss_disc_real_3: 0.18755044043064117 (0.20820895284414292) | > loss_disc_real_4: 0.2235407531261444 (0.24290933609008789) | > loss_disc_real_5: 0.17284506559371948 (0.21689450591802598) | > loss_0: 2.0045998096466064 (2.265487027168274) | > loss_gen: 2.5490305423736572 (2.342139792442322) | > loss_kl: 1.4926966428756714 (2.2132670998573305) | > loss_feat: 6.116320610046387 (7.1207927703857425) | > loss_mel: 19.651256561279297 (19.252360534667968) | > loss_duration: 2.3266801834106445 (2.2832449197769167) | > loss_1: 32.135982513427734 (33.21180534362793)  --> STEP: 11 | > loss_disc: 2.1963019371032715 (2.259197473526001) | > loss_disc_real_0: 0.06773017346858978 (0.09627139195799828) | > loss_disc_real_1: 0.1882399022579193 (0.14298431710763412) | > loss_disc_real_2: 0.20070666074752808 (0.20347281206737866) | > loss_disc_real_3: 0.19863764941692352 (0.20733883435075934) | > loss_disc_real_4: 0.22447466850280762 (0.24123345721851697) | > loss_disc_real_5: 0.11745979636907578 (0.2078549868681214) | > loss_0: 2.1963019371032715 (2.259197473526001) | > loss_gen: 2.3533968925476074 (2.343163165179166) | > loss_kl: 2.4931609630584717 (2.2387119965119795) | > loss_feat: 7.385486125946045 (7.144855802709406) | > loss_mel: 18.810840606689453 (19.212222359397195) | > loss_duration: 2.3976211547851562 (2.29364275932312) | > loss_1: 33.44050598144531 (33.232596310702235)  --> STEP: 12 | > loss_disc: 2.067470073699951 (2.2432201902071633) | > loss_disc_real_0: 0.056592442095279694 (0.09296481280277173) | > loss_disc_real_1: 0.11953133344650269 (0.14102990180253985) | > loss_disc_real_2: 0.21540755033493042 (0.20446737358967462) | > loss_disc_real_3: 0.16023127734661102 (0.20341320460041365) | > loss_disc_real_4: 0.1585736721754074 (0.23434514179825783) | > loss_disc_real_5: 0.1195129007101059 (0.20049314635495344) | > loss_0: 2.067470073699951 (2.2432201902071633) | > loss_gen: 2.2335045337677 (2.334024945894877) | > loss_kl: 1.8387649059295654 (2.205383072296778) | > loss_feat: 7.676228046417236 (7.189136823018392) | > loss_mel: 19.681705474853516 (19.251345952351887) | > loss_duration: 2.225781202316284 (2.2879876295725503) | > loss_1: 33.655982971191406 (33.26787853240967)  --> STEP: 13 | > loss_disc: 2.2910640239715576 (2.246900485112117) | > loss_disc_real_0: 0.07326927781105042 (0.09144977164956239) | > loss_disc_real_1: 0.18563757836818695 (0.14446126153835886) | > loss_disc_real_2: 0.2020362913608551 (0.2042803672643808) | > loss_disc_real_3: 0.24658770859241486 (0.20673432029210603) | > loss_disc_real_4: 0.2655424475669861 (0.23674493454969847) | > loss_disc_real_5: 0.2552613914012909 (0.20470608828159478) | > loss_0: 2.2910640239715576 (2.246900485112117) | > loss_gen: 2.676267147064209 (2.360351269061749) | > loss_kl: 2.500504970550537 (2.228084756777837) | > loss_feat: 7.537535667419434 (7.215936734126164) | > loss_mel: 17.183391571044922 (19.092272538405197) | > loss_duration: 2.1679699420928955 (2.278755499766423) | > loss_1: 32.065670013427734 (33.17540095402644)  --> STEP: 14 | > loss_disc: 2.52937650680542 (2.2670773438044955) | > loss_disc_real_0: 0.18777401745319366 (0.09833007492125034) | > loss_disc_real_1: 0.14895686507225037 (0.14478237607649397) | > loss_disc_real_2: 0.23434090614318848 (0.20642754861286708) | > loss_disc_real_3: 0.2412356585264206 (0.20919870159455708) | > loss_disc_real_4: 0.2811208963394165 (0.23991464610610688) | > loss_disc_real_5: 0.2407882958650589 (0.2072833888232708) | > loss_0: 2.52937650680542 (2.2670773438044955) | > loss_gen: 2.5014634132385254 (2.3704307079315186) | > loss_kl: 3.148008108139038 (2.293793567589351) | > loss_feat: 7.335927963256836 (7.224507536206927) | > loss_mel: 19.606578826904297 (19.12900870186942) | > loss_duration: 2.3835034370422363 (2.286237495286124) | > loss_1: 34.97548294067383 (33.30397823878697)  --> STEP: 15 | > loss_disc: 2.6316800117492676 (2.2913841883341473) | > loss_disc_real_0: 0.10133450478315353 (0.09853037024537722) | > loss_disc_real_1: 0.18657532334327698 (0.1475685725609462) | > loss_disc_real_2: 0.3241643011569977 (0.21427666544914245) | > loss_disc_real_3: 0.27906766533851624 (0.21385663251082102) | > loss_disc_real_4: 0.25705310702323914 (0.24105721016724904) | > loss_disc_real_5: 0.29149946570396423 (0.21289779394865035) | > loss_0: 2.6316800117492676 (2.2913841883341473) | > loss_gen: 2.2327880859375 (2.3612545331319175) | > loss_kl: 3.0662119388580322 (2.34528812567393) | > loss_feat: 6.546558380126953 (7.1793109258015955) | > loss_mel: 18.2409610748291 (19.069805526733397) | > loss_duration: 2.2878377437591553 (2.2863441785176595) | > loss_1: 32.37435531616211 (33.24200337727864)  --> STEP: 16 | > loss_disc: 2.6177985668182373 (2.3117850869894028) | > loss_disc_real_0: 0.16299526393413544 (0.10255942610092461) | > loss_disc_real_1: 0.15545544028282166 (0.1480615017935634) | > loss_disc_real_2: 0.19534949958324432 (0.21309371758252382) | > loss_disc_real_3: 0.2668491303920746 (0.21716866362839937) | > loss_disc_real_4: 0.34227442741394043 (0.24738328624516726) | > loss_disc_real_5: 0.33796384930610657 (0.22071442240849137) | > loss_0: 2.6177985668182373 (2.3117850869894028) | > loss_gen: 2.2860095500946045 (2.3565517216920853) | > loss_kl: 2.4464542865753174 (2.3516110107302666) | > loss_feat: 5.495851039886475 (7.0740946829319) | > loss_mel: 16.555526733398438 (18.912663102149963) | > loss_duration: 2.3228759765625 (2.288627415895462) | > loss_1: 29.106718063354492 (32.983548045158386)  --> STEP: 17 | > loss_disc: 2.4683990478515625 (2.320997672922471) | > loss_disc_real_0: 0.1648891270160675 (0.10622587909593302) | > loss_disc_real_1: 0.16996631026268005 (0.14935001993880556) | > loss_disc_real_2: 0.34147408604621887 (0.22064550396274119) | > loss_disc_real_3: 0.2336874008178711 (0.21814035405130947) | > loss_disc_real_4: 0.2593218684196472 (0.24808555578484254) | > loss_disc_real_5: 0.2910434603691101 (0.22485142464146896) | > loss_0: 2.4683990478515625 (2.320997672922471) | > loss_gen: 2.590212106704712 (2.3702964502222397) | > loss_kl: 1.8254023790359497 (2.3206575618070713) | > loss_feat: 7.000262260437012 (7.0697515992557305) | > loss_mel: 18.493318557739258 (18.887995776008157) | > loss_duration: 2.347623825073242 (2.2920977929059196) | > loss_1: 32.25682067871094 (32.94079937654383)  --> STEP: 18 | > loss_disc: 1.8639209270477295 (2.295604520373874) | > loss_disc_real_0: 0.09315405786037445 (0.10549966680506866) | > loss_disc_real_1: 0.13481566309928894 (0.1485425556699435) | > loss_disc_real_2: 0.23783084750175476 (0.22160024527046415) | > loss_disc_real_3: 0.14297208189964294 (0.21396433893177244) | > loss_disc_real_4: 0.17522487044334412 (0.24403773993253708) | > loss_disc_real_5: 0.13277466595172882 (0.2197360491587056) | > loss_0: 1.8639209270477295 (2.295604520373874) | > loss_gen: 2.9056801795959473 (2.4000399907430015) | > loss_kl: 2.7322885990142822 (2.3435259527630277) | > loss_feat: 9.648710250854492 (7.2130270799001055) | > loss_mel: 19.61578369140625 (18.928428437974716) | > loss_duration: 2.2017393112182617 (2.287077877256605) | > loss_1: 37.10420227050781 (33.17209953731961)  --> STEP: 19 | > loss_disc: 2.146364450454712 (2.287749779851813) | > loss_disc_real_0: 0.10012966394424438 (0.10521703507555158) | > loss_disc_real_1: 0.11049605906009674 (0.14654010847995158) | > loss_disc_real_2: 0.23981010913848877 (0.22255865915825493) | > loss_disc_real_3: 0.19720830023288727 (0.2130824421581469) | > loss_disc_real_4: 0.24090072512626648 (0.24387263389010178) | > loss_disc_real_5: 0.2011825442314148 (0.21875954889937452) | > loss_0: 2.146364450454712 (2.287749779851813) | > loss_gen: 2.8327462673187256 (2.4228140052996183) | > loss_kl: 2.0197503566741943 (2.3264851319162467) | > loss_feat: 10.336095809936523 (7.377399118323075) | > loss_mel: 19.29091453552246 (18.947506653635127) | > loss_duration: 2.2719640731811523 (2.286282413884213) | > loss_1: 36.75147247314453 (33.36048758657355)  --> STEP: 20 | > loss_disc: 2.6047840118408203 (2.3036014914512633) | > loss_disc_real_0: 0.18211142718791962 (0.10906175468116999) | > loss_disc_real_1: 0.15467393398284912 (0.14694679975509645) | > loss_disc_real_2: 0.2594032287597656 (0.22440088763833047) | > loss_disc_real_3: 0.26783525943756104 (0.2158200830221176) | > loss_disc_real_4: 0.3431697487831116 (0.24883748963475227) | > loss_disc_real_5: 0.36807507276535034 (0.2262253250926733) | > loss_0: 2.6047840118408203 (2.3036014914512633) | > loss_gen: 2.432857036590576 (2.4233161568641663) | > loss_kl: 2.096869707107544 (2.315004360675812) | > loss_feat: 5.615950584411621 (7.289326691627503) | > loss_mel: 18.886226654052734 (18.944442653656008) | > loss_duration: 2.2955315113067627 (2.2867448687553407) | > loss_1: 31.327436447143555 (33.258835029602054)  --> STEP: 21 | > loss_disc: 1.9505051374435425 (2.2867873793556575) | > loss_disc_real_0: 0.10809585452079773 (0.10901575943543798) | > loss_disc_real_1: 0.12494463473558426 (0.14589907761131013) | > loss_disc_real_2: 0.17547091841697693 (0.2220708891039803) | > loss_disc_real_3: 0.190829336643219 (0.2146300474802653) | > loss_disc_real_4: 0.21803396940231323 (0.24737065533796945) | > loss_disc_real_5: 0.17051775753498077 (0.22357258378040223) | > loss_0: 1.9505051374435425 (2.2867873793556575) | > loss_gen: 2.619361400604248 (2.432651644661313) | > loss_kl: 2.435225248336792 (2.3207291648501442) | > loss_feat: 8.08127498626709 (7.327038515181768) | > loss_mel: 18.941774368286133 (18.944315592447918) | > loss_duration: 2.168435573577881 (2.281111092794509) | > loss_1: 34.246070861816406 (33.305846259707494)  --> STEP: 22 | > loss_disc: 2.3448102474212646 (2.2894247824495486) | > loss_disc_real_0: 0.05156071484088898 (0.1064041664993221) | > loss_disc_real_1: 0.17720043659210205 (0.14732186665589156) | > loss_disc_real_2: 0.3293839693069458 (0.22694875638593326) | > loss_disc_real_3: 0.20122358202934265 (0.21402066268704154) | > loss_disc_real_4: 0.1869140863418579 (0.24462262947450986) | > loss_disc_real_5: 0.2033296376466751 (0.2226524498652328) | > loss_0: 2.3448102474212646 (2.2894247824495486) | > loss_gen: 2.4432084560394287 (2.4331314997239546) | > loss_kl: 1.6929512023925781 (2.292193802920255) | > loss_feat: 9.426542282104492 (7.422470504587347) | > loss_mel: 19.602649688720703 (18.974239869551226) | > loss_duration: 2.151491641998291 (2.275219299576499) | > loss_1: 35.31684494018555 (33.39725529063832)  --> STEP: 23 | > loss_disc: 2.486862897872925 (2.2980090483375215) | > loss_disc_real_0: 0.10693424195051193 (0.10642721325806949) | > loss_disc_real_1: 0.19003956019878387 (0.14917915767949558) | > loss_disc_real_2: 0.23999863862991333 (0.22751614257045413) | > loss_disc_real_3: 0.3047976791858673 (0.21796748949133832) | > loss_disc_real_4: 0.2524705231189728 (0.2449638422416604) | > loss_disc_real_5: 0.2919450104236603 (0.22566516988951227) | > loss_0: 2.486862897872925 (2.2980090483375215) | > loss_gen: 2.4294557571411133 (2.4329716848290484) | > loss_kl: 2.1093978881835938 (2.2842461544534434) | > loss_feat: 7.079934597015381 (7.407577639040739) | > loss_mel: 17.807260513305664 (18.923501636670984) | > loss_duration: 2.250859260559082 (2.2741601674453067) | > loss_1: 31.67690658569336 (33.32245752085811)  --> STEP: 24 | > loss_disc: 1.9910567998886108 (2.2852193713188167) | > loss_disc_real_0: 0.10851350426673889 (0.10651414205009739) | > loss_disc_real_1: 0.12325673550367355 (0.148099056755503) | > loss_disc_real_2: 0.24717622995376587 (0.22833531287809214) | > loss_disc_real_3: 0.14273083209991455 (0.21483262876669565) | > loss_disc_real_4: 0.18401972949504852 (0.2424245042105516) | > loss_disc_real_5: 0.14306999742984772 (0.22222370437035957) | > loss_0: 1.9910567998886108 (2.2852193713188167) | > loss_gen: 2.4803521633148193 (2.4349458714326224) | > loss_kl: 1.9971688985824585 (2.272284602125486) | > loss_feat: 9.480854034423828 (7.493964155515035) | > loss_mel: 18.879070281982422 (18.921650330225628) | > loss_duration: 2.409318208694458 (2.2797917524973546) | > loss_1: 35.246761322021484 (33.402636845906585)  --> STEP: 25 | > loss_disc: 2.4573214054107666 (2.2921034526824946) | > loss_disc_real_0: 0.12599894404411316 (0.10729353412985802) | > loss_disc_real_1: 0.155939981341362 (0.14841269373893737) | > loss_disc_real_2: 0.262937068939209 (0.2297193831205368) | > loss_disc_real_3: 0.24288763105869293 (0.21595482885837555) | > loss_disc_real_4: 0.268268346786499 (0.24345825791358947) | > loss_disc_real_5: 0.22930793464183807 (0.2225070735812187) | > loss_0: 2.4573214054107666 (2.2921034526824946) | > loss_gen: 2.2370798587799072 (2.427031230926514) | > loss_kl: 2.2247886657714844 (2.2703847646713258) | > loss_feat: 6.394917011260986 (7.450002269744873) | > loss_mel: 17.467432022094727 (18.86348159790039) | > loss_duration: 2.3017778396606445 (2.2806711959838863) | > loss_1: 30.625995635986328 (33.291571197509775)  --> STEP: 26 | > loss_disc: 2.155428171157837 (2.2868467110853925) | > loss_disc_real_0: 0.10093340277671814 (0.10704891369319879) | > loss_disc_real_1: 0.10472609102725983 (0.1467324397884882) | > loss_disc_real_2: 0.1703377068042755 (0.2274354724929883) | > loss_disc_real_3: 0.17174698412418365 (0.21425452713782972) | > loss_disc_real_4: 0.22636796534061432 (0.24280093896847504) | > loss_disc_real_5: 0.20513106882572174 (0.2218387657060073) | > loss_0: 2.155428171157837 (2.2868467110853925) | > loss_gen: 2.348130702972412 (2.4239965952359714) | > loss_kl: 2.409350633621216 (2.275729605784783) | > loss_feat: 12.094482421875 (7.628636121749878) | > loss_mel: 21.262235641479492 (18.955741368807278) | > loss_duration: 2.2922005653381348 (2.2811146332667422) | > loss_1: 40.40639877319336 (33.565218411959144) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022475719451904297 (+2.0742416381835504e-05) | > avg_loss_disc: 2.2868467110853925 (-0.06218187167094413) | > avg_loss_disc_real_0: 0.10704891369319879 (+0.021940508427528232) | > avg_loss_disc_real_1: 0.1467324397884882 (-0.045219362068634805) | > avg_loss_disc_real_2: 0.2274354724929883 (+0.005344170217330635) | > avg_loss_disc_real_3: 0.21425452713782972 (-0.03197312985475245) | > avg_loss_disc_real_4: 0.24280093896847504 (+0.03908151330856177) | > avg_loss_disc_real_5: 0.2218387657060073 (+0.013179493924746155) | > avg_loss_0: 2.2868467110853925 (-0.06218187167094413) | > avg_loss_gen: 2.4239965952359714 (+0.17313876060339117) | > avg_loss_kl: 2.275729605784783 (+0.0047376339252171995) | > avg_loss_feat: 7.628636121749878 (+0.17451876860398485) | > avg_loss_mel: 18.955741368807278 (-0.38980814126821883) | > avg_loss_duration: 2.2811146332667422 (+0.005090264173654102) | > avg_loss_1: 33.565218411959144 (-0.032322736886811754)  > EPOCH: 231/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:05:24)   --> TIME: 2024-06-11 01:05:31 -- STEP: 19/330 -- GLOBAL_STEP: 164250 | > loss_disc: 2.3477230072021484 (2.3179946322190133) | > loss_disc_real_0: 0.09658577293157578 (0.11048101476932827) | > loss_disc_real_1: 0.18093547224998474 (0.20036162514435618) | > loss_disc_real_2: 0.2079053521156311 (0.21855975922785306) | > loss_disc_real_3: 0.2190462052822113 (0.22594852667105825) | > loss_disc_real_4: 0.2075570672750473 (0.22566659277991244) | > loss_disc_real_5: 0.21342593431472778 (0.21365372915016978) | > loss_0: 2.3477230072021484 (2.3179946322190133) | > grad_norm_0: tensor(6.8207, device='cuda:0') (tensor(8.0981, device='cuda:0')) | > loss_gen: 2.3471248149871826 (2.502526785198011) | > loss_kl: 1.6150789260864258 (1.6929888411572105) | > loss_feat: 7.079044818878174 (6.980662370982923) | > loss_mel: 17.703720092773438 (18.974139163368626) | > loss_duration: 2.079911231994629 (2.1583254462794255) | > loss_1: 30.824878692626953 (32.30864233719675) | > grad_norm_1: tensor(77.9564, device='cuda:0') (tensor(72.6988, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.3433 (0.35231039398594904) | > loader_time: 0.003 (0.0030850736718428763)  --> TIME: 2024-06-11 01:05:40 -- STEP: 44/330 -- GLOBAL_STEP: 164275 | > loss_disc: 2.309462070465088 (2.297906452959234) | > loss_disc_real_0: 0.13657066226005554 (0.11168975586240942) | > loss_disc_real_1: 0.16202571988105774 (0.19639478386803108) | > loss_disc_real_2: 0.20237332582473755 (0.21248780224810948) | > loss_disc_real_3: 0.2080317586660385 (0.22455985099077225) | > loss_disc_real_4: 0.20644648373126984 (0.22312330623919313) | > loss_disc_real_5: 0.21573573350906372 (0.211211738938635) | > loss_0: 2.309462070465088 (2.297906452959234) | > grad_norm_0: tensor(10.6678, device='cuda:0') (tensor(9.3800, device='cuda:0')) | > loss_gen: 2.7386322021484375 (2.558243469758467) | > loss_kl: 1.6690561771392822 (1.7072528438134627) | > loss_feat: 7.998453617095947 (7.284840995615179) | > loss_mel: 19.60995101928711 (19.108365275643084) | > loss_duration: 1.9760127067565918 (2.0887510993263954) | > loss_1: 33.99210739135742 (32.74745360287752) | > grad_norm_1: tensor(94.0173, device='cuda:0') (tensor(97.7467, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.3507 (0.35205062952908606) | > loader_time: 0.004 (0.003259111534465443)  --> TIME: 2024-06-11 01:05:50 -- STEP: 69/330 -- GLOBAL_STEP: 164300 | > loss_disc: 2.2975010871887207 (2.301952223846877) | > loss_disc_real_0: 0.09239983558654785 (0.112260102469852) | > loss_disc_real_1: 0.2141566127538681 (0.2005306812732116) | > loss_disc_real_2: 0.21201227605342865 (0.21454421657582987) | > loss_disc_real_3: 0.212701678276062 (0.22429908682470737) | > loss_disc_real_4: 0.21785475313663483 (0.22293276782485022) | > loss_disc_real_5: 0.21626582741737366 (0.21113502137039014) | > loss_0: 2.2975010871887207 (2.301952223846877) | > grad_norm_0: tensor(11.8462, device='cuda:0') (tensor(10.3328, device='cuda:0')) | > loss_gen: 2.3910140991210938 (2.551907321681147) | > loss_kl: 1.711172103881836 (1.7317368034003437) | > loss_feat: 7.137908458709717 (7.298093671384065) | > loss_mel: 18.932247161865234 (19.04812002873075) | > loss_duration: 1.9972445964813232 (2.066938391630201) | > loss_1: 32.169586181640625 (32.69679614080898) | > grad_norm_1: tensor(287.0681, device='cuda:0') (tensor(114.1821, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.347 (0.3547248011050017) | > loader_time: 0.0034 (0.003360976343569548)  --> TIME: 2024-06-11 01:05:59 -- STEP: 94/330 -- GLOBAL_STEP: 164325 | > loss_disc: 2.264108657836914 (2.295376194284317) | > loss_disc_real_0: 0.13292470574378967 (0.11131602438523415) | > loss_disc_real_1: 0.20376138389110565 (0.19889549308634819) | > loss_disc_real_2: 0.2190738022327423 (0.21318339334523423) | > loss_disc_real_3: 0.1954289823770523 (0.22370306988979907) | > loss_disc_real_4: 0.19419899582862854 (0.22200871274826375) | > loss_disc_real_5: 0.17786915600299835 (0.2108878786576555) | > loss_0: 2.264108657836914 (2.295376194284317) | > grad_norm_0: tensor(20.7936, device='cuda:0') (tensor(11.6127, device='cuda:0')) | > loss_gen: 2.6927177906036377 (2.556741752523058) | > loss_kl: 1.8660179376602173 (1.7468430070166892) | > loss_feat: 8.10158920288086 (7.3334236601565745) | > loss_mel: 20.069631576538086 (19.018497690241386) | > loss_duration: 2.0587029457092285 (2.059199891191849) | > loss_1: 34.78866195678711 (32.714705933915795) | > grad_norm_1: tensor(331.0932, device='cuda:0') (tensor(138.5024, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.3578 (0.3570948560187157) | > loader_time: 0.0038 (0.0035080174182323697)  --> TIME: 2024-06-11 01:06:08 -- STEP: 119/330 -- GLOBAL_STEP: 164350 | > loss_disc: 2.2627341747283936 (2.2909608969167485) | > loss_disc_real_0: 0.08597670495510101 (0.1115349002745973) | > loss_disc_real_1: 0.21285627782344818 (0.19879069022771692) | > loss_disc_real_2: 0.21390590071678162 (0.21436926321823055) | > loss_disc_real_3: 0.27113598585128784 (0.22379625294388844) | > loss_disc_real_4: 0.2416629046201706 (0.22007024238089554) | > loss_disc_real_5: 0.2334490567445755 (0.20972113336334705) | > loss_0: 2.2627341747283936 (2.2909608969167485) | > grad_norm_0: tensor(11.8414, device='cuda:0') (tensor(13.9735, device='cuda:0')) | > loss_gen: 2.929777145385742 (2.5703748735059215) | > loss_kl: 1.6449331045150757 (1.7503737411579163) | > loss_feat: 7.876288414001465 (7.399929607615752) | > loss_mel: 19.821094512939453 (19.00779256099413) | > loss_duration: 2.0297093391418457 (2.05649842234219) | > loss_1: 34.30180358886719 (32.784969249693276) | > grad_norm_1: tensor(189.6490, device='cuda:0') (tensor(165.7646, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.3691 (0.3612481385719876) | > loader_time: 0.0042 (0.003609797533820657)  --> TIME: 2024-06-11 01:06:18 -- STEP: 144/330 -- GLOBAL_STEP: 164375 | > loss_disc: 2.280478000640869 (2.2936122500234166) | > loss_disc_real_0: 0.13351257145404816 (0.11140446385575666) | > loss_disc_real_1: 0.19348253309726715 (0.19867411411056915) | > loss_disc_real_2: 0.21515899896621704 (0.21473199025624326) | > loss_disc_real_3: 0.2554832994937897 (0.22387232020911244) | > loss_disc_real_4: 0.21798808872699738 (0.2201521633606818) | > loss_disc_real_5: 0.22396492958068848 (0.21060918737202877) | > loss_0: 2.280478000640869 (2.2936122500234166) | > grad_norm_0: tensor(22.6631, device='cuda:0') (tensor(16.1358, device='cuda:0')) | > loss_gen: 2.656670093536377 (2.574982696109348) | > loss_kl: 1.8691478967666626 (1.7487308291925325) | > loss_feat: 7.280976295471191 (7.40294404162301) | > loss_mel: 19.088672637939453 (19.010234316190086) | > loss_duration: 2.0457687377929688 (2.058906832502949) | > loss_1: 32.94123458862305 (32.79579871230654) | > grad_norm_1: tensor(211.2267, device='cuda:0') (tensor(187.9858, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.3904 (0.3631880051559872) | > loader_time: 0.0045 (0.003681237498919169)  --> TIME: 2024-06-11 01:06:28 -- STEP: 169/330 -- GLOBAL_STEP: 164400 | > loss_disc: 2.234894037246704 (2.290090384567982) | > loss_disc_real_0: 0.09305933862924576 (0.11101820324299604) | > loss_disc_real_1: 0.21025748550891876 (0.19862571535025828) | > loss_disc_real_2: 0.22057361900806427 (0.21472025120399407) | > loss_disc_real_3: 0.22761031985282898 (0.22392366526747595) | > loss_disc_real_4: 0.19049200415611267 (0.2194203327922426) | > loss_disc_real_5: 0.2047828882932663 (0.21110087553777634) | > loss_0: 2.234894037246704 (2.290090384567982) | > grad_norm_0: tensor(22.0843, device='cuda:0') (tensor(17.9847, device='cuda:0')) | > loss_gen: 2.6755928993225098 (2.583694070048587) | > loss_kl: 1.7557920217514038 (1.745886909185782) | > loss_feat: 8.506200790405273 (7.42053868784707) | > loss_mel: 18.39800453186035 (19.006827755087233) | > loss_duration: 2.0893959999084473 (2.062015232249831) | > loss_1: 33.424983978271484 (32.818962695330555) | > grad_norm_1: tensor(393.0398, device='cuda:0') (tensor(205.4360, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.38 (0.36606094964157193) | > loader_time: 0.0044 (0.0038194557618812697)  --> TIME: 2024-06-11 01:06:38 -- STEP: 194/330 -- GLOBAL_STEP: 164425 | > loss_disc: 2.302135467529297 (2.2907177689149196) | > loss_disc_real_0: 0.05911238119006157 (0.11185061906646822) | > loss_disc_real_1: 0.22353094816207886 (0.19901087058266415) | > loss_disc_real_2: 0.22682152688503265 (0.21436498813407937) | > loss_disc_real_3: 0.22613875567913055 (0.22442470160648995) | > loss_disc_real_4: 0.23847168684005737 (0.2180824792108585) | > loss_disc_real_5: 0.20397591590881348 (0.21152602612357774) | > loss_0: 2.302135467529297 (2.2907177689149196) | > grad_norm_0: tensor(39.3741, device='cuda:0') (tensor(20.4785, device='cuda:0')) | > loss_gen: 2.5102546215057373 (2.5881306879299197) | > loss_kl: 1.8241528272628784 (1.7509899692437083) | > loss_feat: 7.4802961349487305 (7.436342612984254) | > loss_mel: 18.656227111816406 (18.957670201960298) | > loss_duration: 2.081352710723877 (2.06792857044751) | > loss_1: 32.552284240722656 (32.801062161160495) | > grad_norm_1: tensor(455.4052, device='cuda:0') (tensor(226.2715, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.3878 (0.3692690416709664) | > loader_time: 0.006 (0.003960049029478093)  --> TIME: 2024-06-11 01:06:48 -- STEP: 219/330 -- GLOBAL_STEP: 164450 | > loss_disc: 2.307335138320923 (2.288112703523679) | > loss_disc_real_0: 0.12011178582906723 (0.11236790552327078) | > loss_disc_real_1: 0.19277043640613556 (0.19920141375772485) | > loss_disc_real_2: 0.22810354828834534 (0.21418451548439182) | > loss_disc_real_3: 0.20486867427825928 (0.22391407103299005) | > loss_disc_real_4: 0.2136368304491043 (0.21794786722692724) | > loss_disc_real_5: 0.20536820590496063 (0.21105165310101964) | > loss_0: 2.307335138320923 (2.288112703523679) | > grad_norm_0: tensor(19.4744, device='cuda:0') (tensor(21.5313, device='cuda:0')) | > loss_gen: 2.451463222503662 (2.5945479216640943) | > loss_kl: 2.005030632019043 (1.7579835490004656) | > loss_feat: 7.6393232345581055 (7.476608169677595) | > loss_mel: 18.91377067565918 (18.94448005989805) | > loss_duration: 2.1401336193084717 (2.074125731372398) | > loss_1: 33.149723052978516 (32.847745555720905) | > grad_norm_1: tensor(335.2898, device='cuda:0') (tensor(244.2898, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.4029 (0.3723219769186081) | > loader_time: 0.0056 (0.004106347419355556)  --> TIME: 2024-06-11 01:06:58 -- STEP: 244/330 -- GLOBAL_STEP: 164475 | > loss_disc: 2.3181605339050293 (2.2908694196919916) | > loss_disc_real_0: 0.12460459768772125 (0.11291380957929326) | > loss_disc_real_1: 0.2673730254173279 (0.1994350556223119) | > loss_disc_real_2: 0.24317124485969543 (0.2147983539177746) | > loss_disc_real_3: 0.21643775701522827 (0.22369772898124868) | > loss_disc_real_4: 0.21294158697128296 (0.2181812114402896) | > loss_disc_real_5: 0.20870807766914368 (0.21087934351602536) | > loss_0: 2.3181605339050293 (2.2908694196919916) | > grad_norm_0: tensor(55.1879, device='cuda:0') (tensor(23.0160, device='cuda:0')) | > loss_gen: 2.619046211242676 (2.590730377885162) | > loss_kl: 1.740753173828125 (1.761035767735028) | > loss_feat: 6.753195762634277 (7.469603591277951) | > loss_mel: 17.58669662475586 (18.923809559618828) | > loss_duration: 2.084782123565674 (2.0818220342769003) | > loss_1: 30.784473419189453 (32.82700150911924) | > grad_norm_1: tensor(609.9738, device='cuda:0') (tensor(256.6667, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.4286 (0.37637380693779615) | > loader_time: 0.0056 (0.004248626896592436)  --> TIME: 2024-06-11 01:07:09 -- STEP: 269/330 -- GLOBAL_STEP: 164500 | > loss_disc: 2.2713544368743896 (2.2912488081198195) | > loss_disc_real_0: 0.13044896721839905 (0.11359171964034272) | > loss_disc_real_1: 0.18951359391212463 (0.19930854356643435) | > loss_disc_real_2: 0.2611769437789917 (0.2145466699808504) | > loss_disc_real_3: 0.22587935626506805 (0.2238729619403754) | > loss_disc_real_4: 0.2208579033613205 (0.21879726426752083) | > loss_disc_real_5: 0.22241632640361786 (0.21120241965724632) | > loss_0: 2.2713544368743896 (2.2912488081198195) | > grad_norm_0: tensor(24.4867, device='cuda:0') (tensor(24.0473, device='cuda:0')) | > loss_gen: 2.8328161239624023 (2.5912171473733556) | > loss_kl: 1.8370333909988403 (1.7644265003807036) | > loss_feat: 7.588893890380859 (7.479308481110073) | > loss_mel: 18.354366302490234 (18.902547375420202) | > loss_duration: 2.173614978790283 (2.088594937856313) | > loss_1: 32.78672409057617 (32.82609459547305) | > grad_norm_1: tensor(159.0629, device='cuda:0') (tensor(268.6245, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.4422 (0.38131145030592456) | > loader_time: 0.0066 (0.004401833594510102) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_164500.pth  --> TIME: 2024-06-11 01:07:25 -- STEP: 294/330 -- GLOBAL_STEP: 164525 | > loss_disc: 2.3861074447631836 (2.2973445856652286) | > loss_disc_real_0: 0.06373361498117447 (0.11505487904611493) | > loss_disc_real_1: 0.16326671838760376 (0.19973335298551187) | > loss_disc_real_2: 0.22507312893867493 (0.21498734691516075) | > loss_disc_real_3: 0.22854909300804138 (0.22435746357149008) | > loss_disc_real_4: 0.2317061573266983 (0.21901869094696175) | > loss_disc_real_5: 0.22466513514518738 (0.2116906717419624) | > loss_0: 2.3861074447631836 (2.2973445856652286) | > grad_norm_0: tensor(59.4296, device='cuda:0') (tensor(26.8383, device='cuda:0')) | > loss_gen: 2.7394497394561768 (2.5896075396310723) | > loss_kl: 1.699888825416565 (1.764398147459743) | > loss_feat: 7.804847240447998 (7.4763727139453495) | > loss_mel: 18.744531631469727 (18.858866036343738) | > loss_duration: 2.2289271354675293 (2.0972467340579652) | > loss_1: 33.21764373779297 (32.786491309704424) | > grad_norm_1: tensor(447.9014, device='cuda:0') (tensor(284.1667, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.4573 (0.38782892016326487) | > loader_time: 0.0071 (0.004606078271152209)  --> TIME: 2024-06-11 01:07:39 -- STEP: 319/330 -- GLOBAL_STEP: 164550 | > loss_disc: 2.466881036758423 (2.304474271576979) | > loss_disc_real_0: 0.1279805302619934 (0.11853990128094499) | > loss_disc_real_1: 0.23512116074562073 (0.20062664249287127) | > loss_disc_real_2: 0.22588199377059937 (0.215325908974794) | > loss_disc_real_3: 0.26035356521606445 (0.22442911051470657) | > loss_disc_real_4: 0.2436523288488388 (0.21941331748304696) | > loss_disc_real_5: 0.2189970761537552 (0.21172790794536986) | > loss_0: 2.466881036758423 (2.304474271576979) | > grad_norm_0: tensor(10.5522, device='cuda:0') (tensor(27.2383, device='cuda:0')) | > loss_gen: 2.4665448665618896 (2.5850304256786005) | > loss_kl: 1.7717938423156738 (1.7659775399862778) | > loss_feat: 8.721394538879395 (7.501062384219753) | > loss_mel: 17.57599639892578 (18.82656799364239) | > loss_duration: 2.2799975872039795 (2.1101475408458423) | > loss_1: 32.81572723388672 (32.78878604805208) | > grad_norm_1: tensor(133.9336, device='cuda:0') (tensor(284.0002, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.5617 (0.39803023547588096) | > loader_time: 0.0078 (0.004830619758199373)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2771246433258057 (2.2771246433258057) | > loss_disc_real_0: 0.09921495616436005 (0.09921495616436005) | > loss_disc_real_1: 0.23303036391735077 (0.23303036391735077) | > loss_disc_real_2: 0.29530736804008484 (0.29530736804008484) | > loss_disc_real_3: 0.22951671481132507 (0.22951671481132507) | > loss_disc_real_4: 0.1983615756034851 (0.1983615756034851) | > loss_disc_real_5: 0.19288985431194305 (0.19288985431194305) | > loss_0: 2.2771246433258057 (2.2771246433258057) | > loss_gen: 2.617682933807373 (2.617682933807373) | > loss_kl: 2.2527265548706055 (2.2527265548706055) | > loss_feat: 7.694550514221191 (7.694550514221191) | > loss_mel: 19.169902801513672 (19.169902801513672) | > loss_duration: 2.915631055831909 (2.915631055831909) | > loss_1: 34.65049362182617 (34.65049362182617)  --> STEP: 1 | > loss_disc: 2.2123451232910156 (2.2123451232910156) | > loss_disc_real_0: 0.07277368754148483 (0.07277368754148483) | > loss_disc_real_1: 0.10548009723424911 (0.10548009723424911) | > loss_disc_real_2: 0.22165852785110474 (0.22165852785110474) | > loss_disc_real_3: 0.3429979681968689 (0.3429979681968689) | > loss_disc_real_4: 0.27690690755844116 (0.27690690755844116) | > loss_disc_real_5: 0.24251726269721985 (0.24251726269721985) | > loss_0: 2.2123451232910156 (2.2123451232910156) | > loss_gen: 2.6002025604248047 (2.6002025604248047) | > loss_kl: 2.755884885787964 (2.755884885787964) | > loss_feat: 7.569212436676025 (7.569212436676025) | > loss_mel: 19.362537384033203 (19.362537384033203) | > loss_duration: 2.3272204399108887 (2.3272204399108887) | > loss_1: 34.615055084228516 (34.615055084228516)  --> STEP: 2 | > loss_disc: 2.08170485496521 (2.147024989128113) | > loss_disc_real_0: 0.08793437480926514 (0.08035403117537498) | > loss_disc_real_1: 0.1564953476190567 (0.1309877224266529) | > loss_disc_real_2: 0.2483217716217041 (0.23499014973640442) | > loss_disc_real_3: 0.2403002828359604 (0.29164912551641464) | > loss_disc_real_4: 0.20629240572452545 (0.2415996566414833) | > loss_disc_real_5: 0.17584802210330963 (0.20918264240026474) | > loss_0: 2.08170485496521 (2.147024989128113) | > loss_gen: 2.792156219482422 (2.6961793899536133) | > loss_kl: 2.5543651580810547 (2.6551250219345093) | > loss_feat: 6.4527740478515625 (7.010993242263794) | > loss_mel: 20.383516311645508 (19.873026847839355) | > loss_duration: 2.4065730571746826 (2.3668967485427856) | > loss_1: 34.589385986328125 (34.60222053527832)  --> STEP: 3 | > loss_disc: 2.40706729888916 (2.233705759048462) | > loss_disc_real_0: 0.1839311122894287 (0.11487972488005956) | > loss_disc_real_1: 0.255134642124176 (0.17237002899249396) | > loss_disc_real_2: 0.21377301216125488 (0.2279177705446879) | > loss_disc_real_3: 0.18844737112522125 (0.25724854071935016) | > loss_disc_real_4: 0.23843695223331451 (0.24054542183876038) | > loss_disc_real_5: 0.23953194916248322 (0.2192990779876709) | > loss_0: 2.40706729888916 (2.233705759048462) | > loss_gen: 2.402822494506836 (2.598393758138021) | > loss_kl: 2.1983091831207275 (2.5028530756632485) | > loss_feat: 7.081885814666748 (7.034624099731445) | > loss_mel: 19.825117111206055 (19.857056935628254) | > loss_duration: 2.2464146614074707 (2.326736052831014) | > loss_1: 33.75455093383789 (34.319664001464844)  --> STEP: 4 | > loss_disc: 2.1172749996185303 (2.204598069190979) | > loss_disc_real_0: 0.05378221347928047 (0.09960534702986479) | > loss_disc_real_1: 0.1498723328113556 (0.16674560494720936) | > loss_disc_real_2: 0.22104309499263763 (0.22619910165667534) | > loss_disc_real_3: 0.18248505890369415 (0.23855767026543617) | > loss_disc_real_4: 0.16273777186870575 (0.22109350934624672) | > loss_disc_real_5: 0.12890057265758514 (0.19669945165514946) | > loss_0: 2.1172749996185303 (2.204598069190979) | > loss_gen: 2.389047384262085 (2.546057164669037) | > loss_kl: 3.0688557624816895 (2.644353747367859) | > loss_feat: 7.9934234619140625 (7.2743239402771) | > loss_mel: 17.941740036010742 (19.378227710723877) | > loss_duration: 2.2093284130096436 (2.2973841428756714) | > loss_1: 33.602394104003906 (34.14034652709961)  --> STEP: 5 | > loss_disc: 2.085009813308716 (2.1806804180145263) | > loss_disc_real_0: 0.09044906497001648 (0.09777409061789513) | > loss_disc_real_1: 0.2326728105545044 (0.17993104606866836) | > loss_disc_real_2: 0.23518872261047363 (0.227997025847435) | > loss_disc_real_3: 0.2320939600467682 (0.2372649282217026) | > loss_disc_real_4: 0.24044927954673767 (0.2249646633863449) | > loss_disc_real_5: 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(2.546756466229757) | > loss_feat: 7.213843822479248 (7.179975748062134) | > loss_mel: 19.862361907958984 (19.40893491109212) | > loss_duration: 2.150099992752075 (2.2773317098617554) | > loss_1: 33.82687759399414 (33.93898900349935)  --> STEP: 7 | > loss_disc: 2.2367868423461914 (2.223191125052316) | > loss_disc_real_0: 0.18130885064601898 (0.119452173688582) | > loss_disc_real_1: 0.17121948301792145 (0.18198265454598836) | > loss_disc_real_2: 0.22750551998615265 (0.2313372152192252) | > loss_disc_real_3: 0.21994370222091675 (0.23839505868298666) | > loss_disc_real_4: 0.2459973692893982 (0.2247146942785808) | > loss_disc_real_5: 0.19561097025871277 (0.18381986341306142) | > loss_0: 2.2367868423461914 (2.223191125052316) | > loss_gen: 2.6083858013153076 (2.537761381694249) | > loss_kl: 2.987823247909546 (2.6097660064697266) | > loss_feat: 7.704058647155762 (7.254844733646938) | > loss_mel: 18.945287704467773 (19.342699595860072) | > loss_duration: 2.4210166931152344 (2.2978581360408237) | > loss_1: 34.66657257080078 (34.04292951311384)  --> STEP: 8 | > loss_disc: 2.424952983856201 (2.2484113574028015) | > loss_disc_real_0: 0.1382686197757721 (0.12180422944948077) | > loss_disc_real_1: 0.276775598526001 (0.19383177254348993) | > loss_disc_real_2: 0.19949689507484436 (0.2273571752011776) | > loss_disc_real_3: 0.30497997999191284 (0.24671817384660244) | > loss_disc_real_4: 0.212264284491539 (0.22315839305520058) | > loss_disc_real_5: 0.1574072390794754 (0.18051828537136316) | > loss_0: 2.424952983856201 (2.2484113574028015) | > loss_gen: 2.4938759803771973 (2.5322757065296173) | > loss_kl: 2.6231555938720703 (2.6114397048950195) | > loss_feat: 10.764141082763672 (7.6935067772865295) | > loss_mel: 20.7280330657959 (19.51586627960205) | > loss_duration: 2.1795654296875 (2.2830715477466583) | > loss_1: 38.78877258300781 (34.636159896850586)  --> STEP: 9 | > loss_disc: 2.620049238204956 (2.2897044552697077) | > loss_disc_real_0: 0.18312206864356995 (0.12861732269326845) | > loss_disc_real_1: 0.19907192885875702 (0.19441401213407516) | > loss_disc_real_2: 0.24230864644050598 (0.2290184497833252) | > loss_disc_real_3: 0.3185233771800995 (0.25469652977254653) | > loss_disc_real_4: 0.3609575033187866 (0.23846940530671012) | > loss_disc_real_5: 0.31307947635650635 (0.19524730659193462) | > loss_0: 2.620049238204956 (2.2897044552697077) | > loss_gen: 2.595618963241577 (2.5393138461642795) | > loss_kl: 2.133484363555908 (2.5583335558573403) | > loss_feat: 7.937251091003418 (7.720589478810628) | > loss_mel: 18.3782958984375 (19.389469570583767) | > loss_duration: 2.1238608360290527 (2.2653814686669245) | > loss_1: 33.16851043701172 (34.47308773464627)  --> STEP: 10 | > loss_disc: 2.5942015647888184 (2.3201541662216187) | > loss_disc_real_0: 0.15602874755859375 (0.131358465179801) | > loss_disc_real_1: 0.25715357065200806 (0.20068796798586847) | > loss_disc_real_2: 0.32623589038848877 (0.23874019384384154) | > loss_disc_real_3: 0.26044324040412903 (0.2552712008357048) | > loss_disc_real_4: 0.24258224666118622 (0.23888068944215773) | > loss_disc_real_5: 0.2305147498846054 (0.1987740509212017) | > loss_0: 2.5942015647888184 (2.3201541662216187) | > loss_gen: 2.2077138423919678 (2.5061538457870483) | > loss_kl: 2.2101080417633057 (2.523511004447937) | > loss_feat: 3.456935405731201 (7.294224071502685) | > loss_mel: 12.329621315002441 (18.683484745025634) | > loss_duration: 2.283670663833618 (2.2672103881835937) | > loss_1: 22.48805046081543 (33.274584007263186)  --> STEP: 11 | > loss_disc: 2.30794620513916 (2.319044351577759) | > loss_disc_real_0: 0.24167728424072266 (0.14138744873079387) | > loss_disc_real_1: 0.14636948704719543 (0.1957499242641709) | > loss_disc_real_2: 0.241072416305542 (0.2389522140676325) | > loss_disc_real_3: 0.2824994623661041 (0.2577464973384684) | > loss_disc_real_4: 0.2150706648826599 (0.23671614175493066) | > loss_disc_real_5: 0.22409823536872864 (0.20107624950734052) | > loss_0: 2.30794620513916 (2.319044351577759) | > loss_gen: 2.8113818168640137 (2.5339018431576816) | > loss_kl: 2.313040018081665 (2.5043772784146396) | > loss_feat: 7.782235622406006 (7.338588757948442) | > loss_mel: 17.7873477935791 (18.602017749439586) | > loss_duration: 2.4102020263671875 (2.280209628018466) | > loss_1: 33.104209899902344 (33.25909545204856)  --> STEP: 12 | > loss_disc: 2.5557522773742676 (2.338770012060801) | > loss_disc_real_0: 0.048909932374954224 (0.1336809890344739) | > loss_disc_real_1: 0.26238372921943665 (0.20130274134377638) | > loss_disc_real_2: 0.2804296016693115 (0.2424086630344391) | > loss_disc_real_3: 0.2316347062587738 (0.25557051474849385) | > loss_disc_real_4: 0.2742409110069275 (0.23984320585926375) | > loss_disc_real_5: 0.1878359615802765 (0.19997289218008518) | > loss_0: 2.5557522773742676 (2.338770012060801) | > loss_gen: 2.4155852794647217 (2.5240421295166016) | > loss_kl: 1.8999119997024536 (2.454005171855291) | > loss_feat: 7.854894638061523 (7.381614247957866) | > loss_mel: 18.948984146118164 (18.630931615829468) | > loss_duration: 2.2190704345703125 (2.2751146952311196) | > loss_1: 33.33844757080078 (33.265708128611244)  --> STEP: 13 | > loss_disc: 2.222926378250122 (2.3298589633061337) | > loss_disc_real_0: 0.1560940444469452 (0.1354050702200486) | > loss_disc_real_1: 0.34579798579216003 (0.2124177601474982) | > loss_disc_real_2: 0.19796954095363617 (0.23899026902822348) | > loss_disc_real_3: 0.2262583076953888 (0.2533157295905627) | > loss_disc_real_4: 0.23897600173950195 (0.23977649785005128) | > loss_disc_real_5: 0.1967300921678543 (0.19972344602529818) | > loss_0: 2.222926378250122 (2.3298589633061337) | > loss_gen: 2.800590753555298 (2.5453151005965013) | > loss_kl: 2.6419882774353027 (2.468465410746061) | > loss_feat: 6.71899938583374 (7.3306438739483175) | > loss_mel: 17.80072593688965 (18.567069640526405) | > loss_duration: 2.2035398483276367 (2.2696089377770057) | > loss_1: 32.16584396362305 (33.181103192842926)  --> STEP: 14 | > loss_disc: 2.4082565307617188 (2.3354587895529613) | > loss_disc_real_0: 0.223166823387146 (0.1416737668748413) | > loss_disc_real_1: 0.11623483151197433 (0.2055475509592465) | > loss_disc_real_2: 0.22306981682777405 (0.23785309387104853) | > loss_disc_real_3: 0.23349647223949432 (0.25190006835120066) | > loss_disc_real_4: 0.269612580537796 (0.24190764661346162) | > loss_disc_real_5: 0.23608286678791046 (0.2023205475083419) | > loss_0: 2.4082565307617188 (2.3354587895529613) | > loss_gen: 2.551476001739502 (2.5457551649638583) | > loss_kl: 2.8185956478118896 (2.49347471339362) | > loss_feat: 6.236591815948486 (7.252497298376901) | > loss_mel: 19.60948944091797 (18.64152819769723) | > loss_duration: 2.312260150909424 (2.2726554530007497) | > loss_1: 33.528411865234375 (33.2059109551566)  --> STEP: 15 | > loss_disc: 2.1599857807159424 (2.3237605889638266) | > loss_disc_real_0: 0.09796314686536789 (0.1387597255408764) | > loss_disc_real_1: 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loss_disc_real_4: 0.3047904074192047 (0.24176885094493628) | > loss_disc_real_5: 0.19138206541538239 (0.19853447237983346) | > loss_0: 2.465219497680664 (2.332601770758629) | > loss_gen: 2.5218710899353027 (2.523869350552559) | > loss_kl: 2.57962703704834 (2.523194305598736) | > loss_feat: 7.487427711486816 (7.366242736577988) | > loss_mel: 18.21331024169922 (18.645030438899994) | > loss_duration: 2.3436927795410156 (2.276983618736267) | > loss_1: 33.14592742919922 (33.335320591926575)  --> STEP: 17 | > loss_disc: 2.546332597732544 (2.3451741723453297) | > loss_disc_real_0: 0.2214946448802948 (0.14989869493772) | > loss_disc_real_1: 0.19996866583824158 (0.2016668091802036) | > loss_disc_real_2: 0.3457297682762146 (0.24113097699249492) | > loss_disc_real_3: 0.2678937315940857 (0.2473148037405575) | > loss_disc_real_4: 0.3214552104473114 (0.2464562838568407) | > loss_disc_real_5: 0.25990059971809387 (0.20214424457620173) | > loss_0: 2.546332597732544 (2.3451741723453297) | > loss_gen: 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(18.916866461435955) | > loss_duration: 2.208665132522583 (2.279920948876275) | > loss_1: 38.107330322265625 (33.65652709537082)  --> STEP: 19 | > loss_disc: 2.806985378265381 (2.369142745670519) | > loss_disc_real_0: 0.18310534954071045 (0.1472978938959147) | > loss_disc_real_1: 0.1489732414484024 (0.19780777708480232) | > loss_disc_real_2: 0.261717289686203 (0.23936608120014793) | > loss_disc_real_3: 0.2712996304035187 (0.25033860771279587) | > loss_disc_real_4: 0.3388816714286804 (0.254398450255394) | > loss_disc_real_5: 0.2760898172855377 (0.20642025964824776) | > loss_0: 2.806985378265381 (2.369142745670519) | > loss_gen: 2.074359893798828 (2.498189687728882) | > loss_kl: 1.7165356874465942 (2.4766189675582084) | > loss_feat: 8.15148639678955 (7.457701482270894) | > loss_mel: 17.19847869873047 (18.826425000240928) | > loss_duration: 2.3275413513183594 (2.282427285846911) | > loss_1: 31.468402862548828 (33.5413626620644)  --> STEP: 20 | > loss_disc: 2.101858377456665 (2.355778527259827) | > loss_disc_real_0: 0.0864366888999939 (0.14425483364611863) | > loss_disc_real_1: 0.1477401703596115 (0.19530439674854277) | > loss_disc_real_2: 0.2484416663646698 (0.23981986045837403) | > loss_disc_real_3: 0.27594634890556335 (0.2516189947724342) | > loss_disc_real_4: 0.16576480865478516 (0.24996676817536354) | > loss_disc_real_5: 0.16778388619422913 (0.20448844097554683) | > loss_0: 2.101858377456665 (2.355778527259827) | > loss_gen: 2.6148717403411865 (2.504023790359497) | > loss_kl: 1.7695884704589844 (2.4412674427032472) | > loss_feat: 7.870415687561035 (7.478337192535401) | > loss_mel: 19.929391860961914 (18.881573343276976) | > loss_duration: 2.3019471168518066 (2.2834032773971558) | > loss_1: 34.4862174987793 (33.58860540390015)  --> STEP: 21 | > loss_disc: 2.405871868133545 (2.3581639244442893) | > loss_disc_real_0: 0.15139394998550415 (0.14459479156704175) | > loss_disc_real_1: 0.250566691160202 (0.19793593457766942) | > loss_disc_real_2: 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2.333160400390625 (2.3901742178460825) | > loss_feat: 6.545722961425781 (7.554179626962413) | > loss_mel: 17.700265884399414 (18.825057195580523) | > loss_duration: 2.2336926460266113 (2.2688343628593115) | > loss_1: 31.98581314086914 (33.60532495249873)  --> STEP: 24 | > loss_disc: 2.31113338470459 (2.348832666873932) | > loss_disc_real_0: 0.06518052518367767 (0.1387771318356196) | > loss_disc_real_1: 0.15952780842781067 (0.19691681396216154) | > loss_disc_real_2: 0.20230133831501007 (0.24211709387600422) | > loss_disc_real_3: 0.21757537126541138 (0.2543628675242265) | > loss_disc_real_4: 0.21691277623176575 (0.2537910795460145) | > loss_disc_real_5: 0.2162581980228424 (0.21131092278907695) | > loss_0: 2.31113338470459 (2.348832666873932) | > loss_gen: 2.093485116958618 (2.5473462839921313) | > loss_kl: 1.9913818836212158 (2.3735578705867133) | > loss_feat: 7.929214000701904 (7.569806059201558) | > loss_mel: 18.650461196899414 (18.817782362302143) | > loss_duration: 2.439868211746216 (2.2759607732295994) | > loss_1: 33.104408264160156 (33.584453423817955)  --> STEP: 25 | > loss_disc: 2.639169692993164 (2.3604461479187013) | > loss_disc_real_0: 0.11003158986568451 (0.1376273101568222) | > loss_disc_real_1: 0.22057534754276276 (0.1978631553053856) | > loss_disc_real_2: 0.291375070810318 (0.24408741295337677) | > loss_disc_real_3: 0.27090686559677124 (0.2550246274471283) | > loss_disc_real_4: 0.2738174498081207 (0.25459213435649874) | > loss_disc_real_5: 0.2420915812253952 (0.2125421491265297) | > loss_0: 2.639169692993164 (2.3604461479187013) | > loss_gen: 2.1245007514953613 (2.5304324626922603) | > loss_kl: 2.0650746822357178 (2.3612185430526735) | > loss_feat: 4.769923686981201 (7.457810764312744) | > loss_mel: 15.282586097717285 (18.67637451171875) | > loss_duration: 2.3224849700927734 (2.2778217411041264) | > loss_1: 26.5645694732666 (33.3036580657959)  --> STEP: 26 | > loss_disc: 2.463597297668457 (2.3644134998321538) | > loss_disc_real_0: 0.0854252427816391 (0.13561953833469978) | > loss_disc_real_1: 0.07696982473134995 (0.19321341182176882) | > loss_disc_real_2: 0.20136190950870514 (0.24244412435935095) | > loss_disc_real_3: 0.2825368642807007 (0.25608279040226567) | > loss_disc_real_4: 0.2474733293056488 (0.2543183341622353) | > loss_disc_real_5: 0.2158956527709961 (0.21267113003593224) | > loss_0: 2.463597297668457 (2.3644134998321538) | > loss_gen: 2.107975959777832 (2.5141841356570898) | > loss_kl: 2.284841299057007 (2.358280956745148) | > loss_feat: 9.212170600891113 (7.525286142642681) | > loss_mel: 25.34693145751953 (18.932934394249546) | > loss_duration: 2.257399559020996 (2.2770362725624675) | > loss_1: 41.209320068359375 (33.60772198897142) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023705225724440352 (+0.00012295062725360554) | > avg_loss_disc: 2.3644134998321538 (+0.07756678874676126) | > avg_loss_disc_real_0: 0.13561953833469978 (+0.028570624641500994) | > avg_loss_disc_real_1: 0.19321341182176882 (+0.04648097203328061) | > avg_loss_disc_real_2: 0.24244412435935095 (+0.01500865186636266) | > avg_loss_disc_real_3: 0.25608279040226567 (+0.04182826326443595) | > avg_loss_disc_real_4: 0.2543183341622353 (+0.011517395193760271) | > avg_loss_disc_real_5: 0.21267113003593224 (-0.009167635670075058) | > avg_loss_0: 2.3644134998321538 (+0.07756678874676126) | > avg_loss_gen: 2.5141841356570898 (+0.09018754042111832) | > avg_loss_kl: 2.358280956745148 (+0.08255135096036526) | > avg_loss_feat: 7.525286142642681 (-0.10334997910719679) | > avg_loss_mel: 18.932934394249546 (-0.022806974557731508) | > avg_loss_duration: 2.2770362725624675 (-0.004078360704274697) | > avg_loss_1: 33.60772198897142 (+0.04250357701227614)  > EPOCH: 232/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:08:05)   --> TIME: 2024-06-11 01:08:11 -- STEP: 14/330 -- GLOBAL_STEP: 164575 | > loss_disc: 2.391496181488037 (2.298309428351266) | > loss_disc_real_0: 0.10709552466869354 (0.10696438061339515) | > loss_disc_real_1: 0.18009822070598602 (0.19733078884226934) | > loss_disc_real_2: 0.20841021835803986 (0.20738613499062403) | > loss_disc_real_3: 0.22672748565673828 (0.22494648503405706) | > loss_disc_real_4: 0.21009211242198944 (0.2247965516788619) | > loss_disc_real_5: 0.207492858171463 (0.21350216439792088) | > loss_0: 2.391496181488037 (2.298309428351266) | > grad_norm_0: tensor(5.7759, device='cuda:0') (tensor(6.9247, device='cuda:0')) | > loss_gen: 2.4524519443511963 (2.529866508075169) | > loss_kl: 1.955177664756775 (1.742163291999272) | > loss_feat: 7.186373233795166 (7.0767766407557895) | > loss_mel: 19.19228172302246 (19.06587736947196) | > loss_duration: 2.085142135620117 (2.1817658969334195) | > loss_1: 32.87142562866211 (32.596449170793804) | > grad_norm_1: tensor(86.7309, device='cuda:0') (tensor(69.2914, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.3268 (0.34077794211251394) | > loader_time: 0.003 (0.00300424439566476)  --> TIME: 2024-06-11 01:08:20 -- STEP: 39/330 -- GLOBAL_STEP: 164600 | > loss_disc: 2.4607672691345215 (2.3214131929935555) | > loss_disc_real_0: 0.1201973631978035 (0.1127929137303279) | > loss_disc_real_1: 0.17486043274402618 (0.1997429036941284) | > loss_disc_real_2: 0.19075928628444672 (0.21243928945981538) | > loss_disc_real_3: 0.2321021407842636 (0.2260959499921554) | > loss_disc_real_4: 0.19320403039455414 (0.22338883464152998) | > loss_disc_real_5: 0.20470191538333893 (0.21415862479271033) | > loss_0: 2.4607672691345215 (2.3214131929935555) | > grad_norm_0: tensor(3.7285, device='cuda:0') (tensor(7.0903, device='cuda:0')) | > loss_gen: 2.4172298908233643 (2.5156733133854012) | > loss_kl: 1.7053349018096924 (1.7902715175579755) | > loss_feat: 7.275052070617676 (7.18329565341656) | > loss_mel: 18.15159797668457 (18.992556351881756) | > loss_duration: 2.07745623588562 (2.099158806678577) | > loss_1: 31.626670837402344 (32.580955407558356) | > grad_norm_1: tensor(114.2624, device='cuda:0') (tensor(76.3691, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.343 (0.3428983138157771) | > loader_time: 0.0031 (0.0031387072343092696)  --> TIME: 2024-06-11 01:08:29 -- STEP: 64/330 -- GLOBAL_STEP: 164625 | > loss_disc: 2.2739028930664062 (2.3146690726280212) | > loss_disc_real_0: 0.09834989905357361 (0.1124440134735778) | > loss_disc_real_1: 0.2098180204629898 (0.19945499440655112) | > loss_disc_real_2: 0.21121643483638763 (0.21207037079147995) | > loss_disc_real_3: 0.226714625954628 (0.22714552003890276) | > loss_disc_real_4: 0.22514913976192474 (0.2235880761872977) | > loss_disc_real_5: 0.214665487408638 (0.2173193886410445) | > loss_0: 2.2739028930664062 (2.3146690726280212) | > grad_norm_0: tensor(21.4326, device='cuda:0') (tensor(8.8582, device='cuda:0')) | > loss_gen: 2.458571434020996 (2.5320786647498608) | > loss_kl: 1.962900996208191 (1.7785297110676765) | > loss_feat: 7.289361953735352 (7.27219532430172) | > loss_mel: 19.051637649536133 (19.016555309295654) | > loss_duration: 2.058093309402466 (2.0717549268156303) | > loss_1: 32.8205680847168 (32.67111381888391) | > grad_norm_1: tensor(229.2503, device='cuda:0') (tensor(113.0026, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.3501 (0.34597334638237953) | > loader_time: 0.0033 (0.003216654062271118)  --> TIME: 2024-06-11 01:08:38 -- STEP: 89/330 -- GLOBAL_STEP: 164650 | > loss_disc: 2.224917411804199 (2.3114147695262774) | > loss_disc_real_0: 0.09863650053739548 (0.11329051877340574) | > loss_disc_real_1: 0.22117602825164795 (0.20043318542871583) | > loss_disc_real_2: 0.16560448706150055 (0.2121524993288383) | > loss_disc_real_3: 0.21652840077877045 (0.22590643636296304) | > loss_disc_real_4: 0.2002820372581482 (0.22258679367853015) | > loss_disc_real_5: 0.19083543121814728 (0.21528623663307575) | > loss_0: 2.224917411804199 (2.3114147695262774) | > grad_norm_0: tensor(37.7895, device='cuda:0') (tensor(10.9696, device='cuda:0')) | > loss_gen: 2.5704588890075684 (2.5479018982876553) | > loss_kl: 1.8745336532592773 (1.766541759619552) | > loss_feat: 7.460887908935547 (7.332436347275637) | > loss_mel: 19.495973587036133 (19.033896178341987) | > loss_duration: 2.053093194961548 (2.060272388243945) | > loss_1: 33.45494842529297 (32.74104861998828) | > grad_norm_1: tensor(417.2406, device='cuda:0') (tensor(140.3862, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.3479 (0.3475543407911665) | > loader_time: 0.0034 (0.0033435526858554797)  --> TIME: 2024-06-11 01:08:47 -- STEP: 114/330 -- GLOBAL_STEP: 164675 | > loss_disc: 2.46724009513855 (2.312706491403412) | > loss_disc_real_0: 0.10250435769557953 (0.1135508106988773) | > loss_disc_real_1: 0.1968315839767456 (0.20070771781498925) | > loss_disc_real_2: 0.24474170804023743 (0.2128015514789966) | > loss_disc_real_3: 0.26135408878326416 (0.22503515894998583) | > loss_disc_real_4: 0.25589099526405334 (0.2223579044404783) | > loss_disc_real_5: 0.24691542983055115 (0.21495281931078225) | > loss_0: 2.46724009513855 (2.312706491403412) | > grad_norm_0: tensor(21.2959, device='cuda:0') (tensor(13.5090, device='cuda:0')) | > loss_gen: 2.5313475131988525 (2.548474016942476) | > loss_kl: 1.6837161779403687 (1.7648830549758778) | > loss_feat: 6.65507173538208 (7.313605889939425) | > loss_mel: 18.99340057373047 (19.03631705568548) | > loss_duration: 2.0455362796783447 (2.057784218537182) | > loss_1: 31.90907096862793 (32.72106419948109) | > grad_norm_1: tensor(271.3996, device='cuda:0') (tensor(171.6722, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.3628 (0.3498399864163315) | > loader_time: 0.0039 (0.003467003504435221)  --> TIME: 2024-06-11 01:08:56 -- STEP: 139/330 -- GLOBAL_STEP: 164700 | > loss_disc: 2.2519326210021973 (2.311027919645789) | > loss_disc_real_0: 0.10435517132282257 (0.11317100065003197) | > loss_disc_real_1: 0.18009963631629944 (0.20087465976210808) | > loss_disc_real_2: 0.21370142698287964 (0.21297626486785118) | > loss_disc_real_3: 0.22792068123817444 (0.22557659436472885) | > loss_disc_real_4: 0.2297181785106659 (0.2222659984509722) | > loss_disc_real_5: 0.20283378660678864 (0.21445607592304833) | > loss_0: 2.2519326210021973 (2.311027919645789) | > grad_norm_0: tensor(34.1112, device='cuda:0') (tensor(14.4919, device='cuda:0')) | > loss_gen: 2.637181043624878 (2.5568132194683706) | > loss_kl: 1.5338504314422607 (1.7602740371827599) | > loss_feat: 7.879358291625977 (7.34149252596519) | > loss_mel: 18.462799072265625 (19.05747460289825) | > loss_duration: 2.132538080215454 (2.0603808070258287) | > loss_1: 32.64572525024414 (32.776435193398015) | > grad_norm_1: tensor(352.2389, device='cuda:0') (tensor(186.6303, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.362 (0.3520962780328106) | > loader_time: 0.0041 (0.0035934791290502745)  --> TIME: 2024-06-11 01:09:06 -- STEP: 164/330 -- GLOBAL_STEP: 164725 | > loss_disc: 2.33170485496521 (2.3132851908846597) | > loss_disc_real_0: 0.13923949003219604 (0.11471797771206717) | > loss_disc_real_1: 0.25830361247062683 (0.20119755260828065) | > loss_disc_real_2: 0.19004224240779877 (0.21312311918633736) | > loss_disc_real_3: 0.24249933660030365 (0.22528418962184976) | > loss_disc_real_4: 0.2133195847272873 (0.22223100275164698) | > loss_disc_real_5: 0.1939128190279007 (0.2146869610722472) | > loss_0: 2.33170485496521 (2.3132851908846597) | > grad_norm_0: tensor(19.9989, device='cuda:0') (tensor(17.0454, device='cuda:0')) | > loss_gen: 2.46820330619812 (2.5556383772594176) | > loss_kl: 1.7228165864944458 (1.7599687220119848) | > loss_feat: 7.400747776031494 (7.33383065898244) | > loss_mel: 18.96082878112793 (19.041411167237815) | > loss_duration: 2.1217715740203857 (2.0619091420638873) | > loss_1: 32.67436599731445 (32.75275804938339) | > grad_norm_1: tensor(355.6343, device='cuda:0') (tensor(204.7546, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.3654 (0.3554952653442941) | > loader_time: 0.0057 (0.0037365046943106297)  --> TIME: 2024-06-11 01:09:16 -- STEP: 189/330 -- GLOBAL_STEP: 164750 | > loss_disc: 2.4086568355560303 (2.3114476203918457) | > loss_disc_real_0: 0.09921175986528397 (0.11419329768608487) | > loss_disc_real_1: 0.210604727268219 (0.20010164774284162) | > loss_disc_real_2: 0.22384865581989288 (0.21396067706996166) | > loss_disc_real_3: 0.2486526221036911 (0.22515644897859563) | > loss_disc_real_4: 0.2370278537273407 (0.22234429009061643) | > loss_disc_real_5: 0.20406745374202728 (0.21476841619405798) | > loss_0: 2.4086568355560303 (2.3114476203918457) | > grad_norm_0: tensor(30.7940, device='cuda:0') (tensor(18.4730, device='cuda:0')) | > loss_gen: 2.5414419174194336 (2.560323911999899) | > loss_kl: 1.9143376350402832 (1.7657810077465401) | > loss_feat: 6.318088054656982 (7.3465187158534135) | > loss_mel: 18.47264862060547 (18.997316602676623) | > loss_duration: 2.137174367904663 (2.0672310382600823) | > loss_1: 31.383691787719727 (32.737171304288985) | > grad_norm_1: tensor(253.2238, device='cuda:0') (tensor(216.7014, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.4058 (0.3599626538614748) | > loader_time: 0.4042 (0.005996117516169472)  --> TIME: 2024-06-11 01:09:32 -- STEP: 214/330 -- GLOBAL_STEP: 164775 | > loss_disc: 2.4300363063812256 (2.3117419247315305) | > loss_disc_real_0: 0.12934252619743347 (0.11405359532370746) | > loss_disc_real_1: 0.20505677163600922 (0.20013991617989318) | > loss_disc_real_2: 0.21306262910366058 (0.21456816151877425) | > loss_disc_real_3: 0.2576710283756256 (0.22508936340563765) | > loss_disc_real_4: 0.25174862146377563 (0.22158155137690427) | > loss_disc_real_5: 0.24272924661636353 (0.21453916065603773) | > loss_0: 2.4300363063812256 (2.3117419247315305) | > grad_norm_0: tensor(34.9094, device='cuda:0') (tensor(19.9332, device='cuda:0')) | > loss_gen: 2.5474236011505127 (2.5659495447283582) | > loss_kl: 1.729013204574585 (1.771494178014381) | > loss_feat: 6.5229315757751465 (7.369365306658166) | > loss_mel: 18.4730167388916 (18.9668602274957) | > loss_duration: 2.170273780822754 (2.0732156495067575) | > loss_1: 31.442657470703125 (32.7468849788202) | > grad_norm_1: tensor(327.2243, device='cuda:0') (tensor(230.6340, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.4096 (0.3651039845475527) | > loader_time: 0.0052 (0.03102070371681284)  --> TIME: 2024-06-11 01:09:43 -- STEP: 239/330 -- GLOBAL_STEP: 164800 | > loss_disc: 2.3124988079071045 (2.31293453531784) | > loss_disc_real_0: 0.06982946395874023 (0.11416395385769122) | > loss_disc_real_1: 0.22237901389598846 (0.20127712065455305) | > loss_disc_real_2: 0.2505297362804413 (0.21451892345270848) | > loss_disc_real_3: 0.2293073832988739 (0.22509808520392893) | > loss_disc_real_4: 0.19862017035484314 (0.22157862090416033) | > loss_disc_real_5: 0.17387975752353668 (0.21405855588084982) | > loss_0: 2.3124988079071045 (2.31293453531784) | > grad_norm_0: tensor(50.3463, device='cuda:0') (tensor(22.1493, device='cuda:0')) | > loss_gen: 2.6517906188964844 (2.568588766592815) | > loss_kl: 1.6637147665023804 (1.7712522101701553) | > loss_feat: 7.62113094329834 (7.377906621749431) | > loss_mel: 18.72275161743164 (18.91670104150492) | > loss_duration: 2.103466510772705 (2.080520363532351) | > loss_1: 32.762855529785156 (32.71496908435262) | > grad_norm_1: tensor(275.5320, device='cuda:0') (tensor(246.1351, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.4158 (0.37053690894378283) | > loader_time: 0.0058 (0.0283777274846033)  --> TIME: 2024-06-11 01:09:53 -- STEP: 264/330 -- GLOBAL_STEP: 164825 | > loss_disc: 2.3606035709381104 (2.3148046858382947) | > loss_disc_real_0: 0.11977911740541458 (0.11517939979041164) | > loss_disc_real_1: 0.22760453820228577 (0.20164896017222694) | > loss_disc_real_2: 0.21526643633842468 (0.2144811220579978) | > loss_disc_real_3: 0.25536394119262695 (0.22530880621211094) | > loss_disc_real_4: 0.22289015352725983 (0.22153003220305298) | > loss_disc_real_5: 0.20815518498420715 (0.214464048770341) | > loss_0: 2.3606035709381104 (2.3148046858382947) | > grad_norm_0: tensor(15.5908, device='cuda:0') (tensor(22.2074, device='cuda:0')) | > loss_gen: 2.520087718963623 (2.5650260620044927) | > loss_kl: 1.6893962621688843 (1.7741877883672714) | > loss_feat: 7.622193336486816 (7.388135034026521) | > loss_mel: 18.554298400878906 (18.90325607675494) | > loss_duration: 2.185722589492798 (2.086990842313478) | > loss_1: 32.57169723510742 (32.717595887906604) | > grad_norm_1: tensor(193.2246, device='cuda:0') (tensor(250.6688, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.4198 (0.3751289799357906) | > loader_time: 0.0067 (0.02625978625181949)  --> TIME: 2024-06-11 01:10:05 -- STEP: 289/330 -- GLOBAL_STEP: 164850 | > loss_disc: 2.27199387550354 (2.3135831199302803) | > loss_disc_real_0: 0.08706800639629364 (0.11540929088852397) | > loss_disc_real_1: 0.21433939039707184 (0.20172014420007753) | > loss_disc_real_2: 0.21306203305721283 (0.21495503805912897) | > loss_disc_real_3: 0.26844266057014465 (0.2250461036977471) | > loss_disc_real_4: 0.23980732262134552 (0.22125240144638858) | > loss_disc_real_5: 0.2171584516763687 (0.2140194130191341) | > loss_0: 2.27199387550354 (2.3135831199302803) | > grad_norm_0: tensor(51.7951, device='cuda:0') (tensor(23.2459, device='cuda:0')) | > loss_gen: 2.6414947509765625 (2.5665923748874326) | > loss_kl: 1.776760220527649 (1.7750527916482575) | > loss_feat: 8.337252616882324 (7.428199687218584) | > loss_mel: 17.30609703063965 (18.87458306282861) | > loss_duration: 2.2318408489227295 (2.095442048406107) | > loss_1: 32.2934455871582 (32.739870031812174) | > grad_norm_1: tensor(552.7877, device='cuda:0') (tensor(265.5840, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.4718 (0.38108818011300377) | > loader_time: 0.0075 (0.024559224765605986)  --> TIME: 2024-06-11 01:10:17 -- STEP: 314/330 -- GLOBAL_STEP: 164875 | > loss_disc: 2.2946410179138184 (2.313398724148986) | > loss_disc_real_0: 0.08441685885190964 (0.11613104093796128) | > loss_disc_real_1: 0.2641298770904541 (0.20211634756463348) | > loss_disc_real_2: 0.2382592111825943 (0.21523379994805447) | > loss_disc_real_3: 0.22721709311008453 (0.22472721029808568) | > loss_disc_real_4: 0.1880655288696289 (0.2207783612001473) | > loss_disc_real_5: 0.1922287791967392 (0.21374020749216627) | > loss_0: 2.2946410179138184 (2.313398724148986) | > grad_norm_0: tensor(36.3725, device='cuda:0') (tensor(24.7034, device='cuda:0')) | > loss_gen: 2.5364229679107666 (2.567974022239635) | > loss_kl: 1.7243902683258057 (1.7756445419256854) | > loss_feat: 8.828798294067383 (7.456747017088969) | > loss_mel: 19.056411743164062 (18.83306582869996) | > loss_duration: 2.285797119140625 (2.1071974646513643) | > loss_1: 34.431819915771484 (32.740628916746466) | > grad_norm_1: tensor(422.6300, device='cuda:0') (tensor(276.0990, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.5229 (0.3900695925305604) | > loader_time: 0.0079 (0.023170278330517425)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5374157428741455 (2.5374157428741455) | > loss_disc_real_0: 0.14477819204330444 (0.14477819204330444) | > loss_disc_real_1: 0.2762484848499298 (0.2762484848499298) | > loss_disc_real_2: 0.24714119732379913 (0.24714119732379913) | > loss_disc_real_3: 0.22425836324691772 (0.22425836324691772) | > loss_disc_real_4: 0.23326100409030914 (0.23326100409030914) | > loss_disc_real_5: 0.2692812979221344 (0.2692812979221344) | > loss_0: 2.5374157428741455 (2.5374157428741455) | > loss_gen: 2.340203046798706 (2.340203046798706) | > loss_kl: 2.317195177078247 (2.317195177078247) | > loss_feat: 5.019923210144043 (5.019923210144043) | > loss_mel: 15.589542388916016 (15.589542388916016) | > loss_duration: 2.8464226722717285 (2.8464226722717285) | > loss_1: 28.113285064697266 (28.113285064697266)  --> STEP: 1 | > loss_disc: 2.0681798458099365 (2.0681798458099365) | > loss_disc_real_0: 0.03923483192920685 (0.03923483192920685) | > loss_disc_real_1: 0.1803169995546341 (0.1803169995546341) | > loss_disc_real_2: 0.15365423262119293 (0.15365423262119293) | > loss_disc_real_3: 0.20826733112335205 (0.20826733112335205) | > loss_disc_real_4: 0.16042737662792206 (0.16042737662792206) | > loss_disc_real_5: 0.1976555436849594 (0.1976555436849594) | > loss_0: 2.0681798458099365 (2.0681798458099365) | > loss_gen: 2.323852062225342 (2.323852062225342) | > loss_kl: 2.754753589630127 (2.754753589630127) | > loss_feat: 6.468111038208008 (6.468111038208008) | > loss_mel: 19.82675552368164 (19.82675552368164) | > loss_duration: 2.3674356937408447 (2.3674356937408447) | > loss_1: 33.740909576416016 (33.740909576416016)  --> STEP: 2 | > loss_disc: 2.071138381958008 (2.069659113883972) | > loss_disc_real_0: 0.06613129377365112 (0.052683062851428986) | > loss_disc_real_1: 0.32174232602119446 (0.2510296627879143) | > loss_disc_real_2: 0.18623575568199158 (0.16994499415159225) | > loss_disc_real_3: 0.20417357981204987 (0.20622045546770096) | > loss_disc_real_4: 0.14537464082241058 (0.15290100872516632) | > loss_disc_real_5: 0.15147008001804352 (0.17456281185150146) | > loss_0: 2.071138381958008 (2.069659113883972) | > loss_gen: 2.5996651649475098 (2.461758613586426) | > loss_kl: 2.0620319843292236 (2.4083927869796753) | > loss_feat: 6.69534969329834 (6.581730365753174) | > loss_mel: 19.15460205078125 (19.490678787231445) | > loss_duration: 2.385366439819336 (2.3764010667800903) | > loss_1: 32.89701461791992 (33.31896209716797)  --> STEP: 3 | > loss_disc: 2.257957696914673 (2.132425308227539) | > loss_disc_real_0: 0.060992851853370667 (0.05545299251874288) | > loss_disc_real_1: 0.36933428049087524 (0.29046453535556793) | > loss_disc_real_2: 0.15598855912685394 (0.16529284914334616) | > loss_disc_real_3: 0.2287658452987671 (0.21373558541138968) | > loss_disc_real_4: 0.21041975915431976 (0.17207392553488413) | > loss_disc_real_5: 0.24578970670700073 (0.19830511013666788) | > loss_0: 2.257957696914673 (2.132425308227539) | > loss_gen: 2.8596904277801514 (2.594402551651001) | > loss_kl: 2.521463394165039 (2.4460829893747964) | > loss_feat: 8.554085731506348 (7.239182154337565) | > loss_mel: 20.10250473022461 (19.694620768229168) | > loss_duration: 2.2361412048339844 (2.3296477794647217) | > loss_1: 36.273887634277344 (34.30393727620443)  --> STEP: 4 | > loss_disc: 2.1610772609710693 (2.1395882964134216) | > loss_disc_real_0: 0.10984738171100616 (0.0690515898168087) | > loss_disc_real_1: 0.2954000234603882 (0.291698407381773) | > loss_disc_real_2: 0.21993499994277954 (0.1789533868432045) | > loss_disc_real_3: 0.2133326232433319 (0.21363484486937523) | > loss_disc_real_4: 0.1494753360748291 (0.16642427816987038) | > loss_disc_real_5: 0.1820245236158371 (0.1942349635064602) | > loss_0: 2.1610772609710693 (2.1395882964134216) | > loss_gen: 2.6481573581695557 (2.6078412532806396) | > loss_kl: 2.788428544998169 (2.5316693782806396) | > loss_feat: 8.259053230285645 (7.494149923324585) | > loss_mel: 17.87102508544922 (19.23872184753418) | > loss_duration: 2.301365375518799 (2.322577178478241) | > loss_1: 33.8680305480957 (34.194960594177246)  --> STEP: 5 | > loss_disc: 2.240701913833618 (2.159811019897461) | > loss_disc_real_0: 0.069684237241745 (0.06917811930179596) | > loss_disc_real_1: 0.24006174504756927 (0.28137107491493224) | > loss_disc_real_2: 0.22700254619121552 (0.1885632187128067) | > loss_disc_real_3: 0.2143179178237915 (0.2137714594602585) | > loss_disc_real_4: 0.20387911796569824 (0.17391524612903594) | > loss_disc_real_5: 0.2160956859588623 (0.19860710799694062) | > loss_0: 2.240701913833618 (2.159811019897461) | > loss_gen: 2.34694242477417 (2.5556614875793455) | > loss_kl: 1.4931304454803467 (2.323961591720581) | > loss_feat: 5.311877727508545 (7.057695484161377) | > loss_mel: 18.373939514160156 (19.065765380859375) | > loss_duration: 2.3641624450683594 (2.3308942317962646) | > loss_1: 29.890052795410156 (33.33397903442383)  --> STEP: 6 | > loss_disc: 2.4924075603485107 (2.2152437766393027) | > loss_disc_real_0: 0.13082469999790192 (0.07945254941781361) | > loss_disc_real_1: 0.4867466390132904 (0.31560033559799194) | > loss_disc_real_2: 0.23641669750213623 (0.1965387985110283) | > loss_disc_real_3: 0.2116740345954895 (0.21342188864946365) | > loss_disc_real_4: 0.17353641986846924 (0.1738521084189415) | > loss_disc_real_5: 0.22010348737239838 (0.20218983789285025) | > loss_0: 2.4924075603485107 (2.2152437766393027) | > loss_gen: 2.669501781463623 (2.574634869893392) | > loss_kl: 2.285736322402954 (2.3175907135009766) | > loss_feat: 5.812562465667725 (6.850173314412435) | > loss_mel: 18.828502655029297 (19.026221593221027) | > loss_duration: 2.1574411392211914 (2.3019853830337524) | > loss_1: 31.753746032714844 (33.07060686747233)  --> STEP: 7 | > loss_disc: 2.4760115146636963 (2.2524963106427873) | > loss_disc_real_0: 0.10840543359518051 (0.08358867572886604) | > loss_disc_real_1: 0.24841570854187012 (0.3060025317328317) | > loss_disc_real_2: 0.15979494154453278 (0.1912896760872432) | > loss_disc_real_3: 0.2755433917045593 (0.2222963890859059) | > loss_disc_real_4: 0.2521097660064697 (0.1850317737885884) | > loss_disc_real_5: 0.3256444036960602 (0.21982620443616593) | > loss_0: 2.4760115146636963 (2.2524963106427873) | > loss_gen: 2.2325825691223145 (2.5257702554975237) | > loss_kl: 2.938077449798584 (2.4062316758292064) | > loss_feat: 5.007715225219727 (6.586965015956333) | > loss_mel: 19.302738189697266 (19.065723964146205) | > loss_duration: 2.47769832611084 (2.327087232044765) | > loss_1: 31.958812713623047 (32.91177913120815)  --> STEP: 8 | > loss_disc: 2.1267242431640625 (2.2367748022079468) | > loss_disc_real_0: 0.18349111080169678 (0.09607648011296988) | > loss_disc_real_1: 0.30541080236434937 (0.3059285655617714) | > loss_disc_real_2: 0.16702353954315186 (0.1882564090192318) | > loss_disc_real_3: 0.24135376513004303 (0.22467856109142303) | > loss_disc_real_4: 0.16676272451877594 (0.18274814262986183) | > loss_disc_real_5: 0.18786512315273285 (0.2158310692757368) | > loss_0: 2.1267242431640625 (2.2367748022079468) | > loss_gen: 2.925583839416504 (2.5757469534873962) | > loss_kl: 3.125913619995117 (2.496191918849945) | > loss_feat: 9.376802444458008 (6.935694694519043) | > loss_mel: 20.724348068237305 (19.273051977157593) | > loss_duration: 2.220985174179077 (2.313824474811554) | > loss_1: 38.373634338378906 (33.59451103210449)  --> STEP: 9 | > loss_disc: 2.3384644985198975 (2.2480736573537192) | > loss_disc_real_0: 0.10971543192863464 (0.09759191920359929) | > loss_disc_real_1: 0.27493634819984436 (0.3024849858548906) | > loss_disc_real_2: 0.18105922639369965 (0.18745672206083933) | > loss_disc_real_3: 0.2086915224790573 (0.22290222346782684) | > loss_disc_real_4: 0.1930970400571823 (0.18389802012178633) | > loss_disc_real_5: 0.21271802484989166 (0.2154851754506429) | > loss_0: 2.3384644985198975 (2.2480736573537192) | > loss_gen: 2.381810188293457 (2.554198424021403) | > loss_kl: 2.0484848022460938 (2.4464466836717396) | > loss_feat: 7.893242835998535 (7.042088932461208) | > loss_mel: 19.126544952392578 (19.25677341885037) | > loss_duration: 2.1074180603027344 (2.2908904287550182) | > loss_1: 33.557498931884766 (33.59039857652452)  --> STEP: 10 | > loss_disc: 2.2775826454162598 (2.2510245561599733) | > loss_disc_real_0: 0.14356566965579987 (0.10218929424881935) | > loss_disc_real_1: 0.2378527820110321 (0.29602176547050474) | > loss_disc_real_2: 0.19811290502548218 (0.1885223403573036) | > loss_disc_real_3: 0.24040983617305756 (0.2246529847383499) | > loss_disc_real_4: 0.1683616191148758 (0.18234438002109526) | > loss_disc_real_5: 0.1876087337732315 (0.21269753128290175) | > loss_0: 2.2775826454162598 (2.2510245561599733) | > loss_gen: 2.5213687419891357 (2.5509154558181764) | > loss_kl: 2.176522731781006 (2.419454288482666) | > loss_feat: 6.6781792640686035 (7.005697965621948) | > loss_mel: 18.94343376159668 (19.225439453125) | > loss_duration: 2.314301013946533 (2.29323148727417) | > loss_1: 32.63380432128906 (33.49473915100098)  --> STEP: 11 | > loss_disc: 2.347053289413452 (2.2597544410011987) | > loss_disc_real_0: 0.16248631477355957 (0.10767084156925028) | > loss_disc_real_1: 0.3363073766231537 (0.2996840937571092) | > loss_disc_real_2: 0.1847844272851944 (0.18818253007802097) | > loss_disc_real_3: 0.23565903306007385 (0.22565353458577936) | > loss_disc_real_4: 0.255456805229187 (0.18899096413092178) | > loss_disc_real_5: 0.31315454840660095 (0.22182998738505624) | > loss_0: 2.347053289413452 (2.2597544410011987) | > loss_gen: 2.9276459217071533 (2.5851636799899014) | > loss_kl: 2.402529001235962 (2.417915626005693) | > loss_feat: 6.933495044708252 (6.999134063720703) | > loss_mel: 18.793638229370117 (19.18618479642001) | > loss_duration: 2.430269718170166 (2.305689508264715) | > loss_1: 33.487579345703125 (33.494088259610265)  --> STEP: 12 | > loss_disc: 2.1282222270965576 (2.248793423175812) | > loss_disc_real_0: 0.1037716194987297 (0.1073459063967069) | > loss_disc_real_1: 0.16756290197372437 (0.2886739944418271) | > loss_disc_real_2: 0.18307307362556458 (0.18775674204031625) | > loss_disc_real_3: 0.2293601930141449 (0.22596242278814316) | > loss_disc_real_4: 0.16549208760261536 (0.18703272442022958) | > loss_disc_real_5: 0.25381022691726685 (0.22449500734607378) | > loss_0: 2.1282222270965576 (2.248793423175812) | > loss_gen: 2.527132749557495 (2.5803277691205344) | > loss_kl: 1.7989236116409302 (2.3663329581419625) | > loss_feat: 6.928185939788818 (6.993221720059712) | > loss_mel: 19.436609268188477 (19.207053502400715) | > loss_duration: 2.229959487915039 (2.299378673235575) | > loss_1: 32.92081069946289 (33.446315129597984)  --> STEP: 13 | > loss_disc: 2.6775319576263428 (2.281773310441238) | > loss_disc_real_0: 0.1514398455619812 (0.11073774787095877) | > loss_disc_real_1: 0.37409713864326477 (0.29524500553424543) | > loss_disc_real_2: 0.21902626752853394 (0.19016209015479454) | > loss_disc_real_3: 0.28744927048683167 (0.2306921803034269) | > loss_disc_real_4: 0.20009341835975647 (0.18803739318480858) | > loss_disc_real_5: 0.24438151717185974 (0.22602473887113425) | > loss_0: 2.6775319576263428 (2.281773310441238) | > loss_gen: 2.2804057598114014 (2.557256845327524) | > loss_kl: 2.3139004707336426 (2.362299689879784) | > loss_feat: 4.616558074951172 (6.810401439666748) | > loss_mel: 17.975744247436523 (19.11233740586501) | > loss_duration: 2.1805505752563477 (2.2902380503140964) | > loss_1: 29.367156982421875 (33.13253373366136)  --> STEP: 14 | > loss_disc: 2.449852466583252 (2.2937789644513815) | > loss_disc_real_0: 0.0696059837937355 (0.10779976472258568) | > loss_disc_real_1: 0.37105831503868103 (0.3006602419274194) | > loss_disc_real_2: 0.26166629791259766 (0.1952695335660662) | > loss_disc_real_3: 0.27491143345832825 (0.23385069838591985) | > loss_disc_real_4: 0.1933940351009369 (0.18842001046453202) | > loss_disc_real_5: 0.23888912796974182 (0.22694362380674907) | > loss_0: 2.449852466583252 (2.2937789644513815) | > loss_gen: 2.6671674251556396 (2.565107601029532) | > loss_kl: 2.661179304122925 (2.383648233754294) | > loss_feat: 7.344785690307617 (6.848571743283953) | > loss_mel: 19.860963821411133 (19.16581072126116) | > loss_duration: 2.3680100440979004 (2.295793192727225) | > loss_1: 34.90210723876953 (33.25893184116909)  --> STEP: 15 | > loss_disc: 2.3392879962921143 (2.2968128999074304) | > loss_disc_real_0: 0.0805676132440567 (0.10598428795735042) | > loss_disc_real_1: 0.3200732469558716 (0.30195444226264956) | > loss_disc_real_2: 0.1806749850511551 (0.19429656366507211) | > loss_disc_real_3: 0.20343534648418427 (0.23182300825913746) | > loss_disc_real_4: 0.1485617607831955 (0.1857627938191096) | > loss_disc_real_5: 0.22603461146354675 (0.22688302298386892) | > loss_0: 2.3392879962921143 (2.2968128999074304) | > loss_gen: 2.5005693435668945 (2.5608050505320232) | > loss_kl: 2.976177215576172 (2.423150165875753) | > loss_feat: 8.74185562133789 (6.9747906684875485) | > loss_mel: 19.966135025024414 (19.219165674845378) | > loss_duration: 2.376410961151123 (2.3011677106221518) | > loss_1: 36.56114959716797 (33.47907969156901)  --> STEP: 16 | > loss_disc: 2.4705936908721924 (2.307674199342728) | > loss_disc_real_0: 0.06626861542463303 (0.10350205842405558) | > loss_disc_real_1: 0.34417644143104553 (0.3045933172106743) | > loss_disc_real_2: 0.2322552353143692 (0.1966689806431532) | > loss_disc_real_3: 0.24031507968902588 (0.2323537627235055) | > loss_disc_real_4: 0.216621533036232 (0.18769146502017975) | > loss_disc_real_5: 0.21062465012073517 (0.22586687467992306) | > loss_0: 2.4705936908721924 (2.307674199342728) | > loss_gen: 2.5468103885650635 (2.559930384159088) | > loss_kl: 2.415789842605591 (2.4226901456713676) | > loss_feat: 7.397067546844482 (7.001182973384857) | > loss_mel: 19.047374725341797 (19.208428740501404) | > loss_duration: 2.3118858337402344 (2.301837593317032) | > loss_1: 33.718929290771484 (33.494070291519165)  --> STEP: 17 | > loss_disc: 2.4320764541625977 (2.3149919790380147) | > loss_disc_real_0: 0.05987996980547905 (0.10093605321119814) | > loss_disc_real_1: 0.24996377527713776 (0.30137981474399567) | > loss_disc_real_2: 0.20162101089954376 (0.19696027654058793) | > loss_disc_real_3: 0.2101028710603714 (0.23104488674332113) | > loss_disc_real_4: 0.15921704471111298 (0.1860164991196464) | > loss_disc_real_5: 0.17407900094985962 (0.22282052916638992) | > loss_0: 2.4320764541625977 (2.3149919790380147) | > loss_gen: 2.1177754402160645 (2.5339212698094986) | > loss_kl: 2.2156598567962646 (2.410511893384597) | > loss_feat: 6.151654243469238 (6.9512106951545265) | > loss_mel: 18.230300903320312 (19.150891808902514) | > loss_duration: 2.3564109802246094 (2.3050477925468895) | > loss_1: 31.071800231933594 (33.3515838174259)  --> STEP: 18 | > loss_disc: 2.185779094696045 (2.307813485463461) | > loss_disc_real_0: 0.07035069167613983 (0.09923686645925045) | > loss_disc_real_1: 0.3099694848060608 (0.30185701863633263) | > loss_disc_real_2: 0.13687153160572052 (0.1936220129330953) | > loss_disc_real_3: 0.11746743321418762 (0.22473502821392483) | > loss_disc_real_4: 0.13643798232078552 (0.18326213707526526) | > loss_disc_real_5: 0.1511995792388916 (0.21884158750375113) | > loss_0: 2.185779094696045 (2.307813485463461) | > loss_gen: 2.41857647895813 (2.5275132258733115) | > loss_kl: 2.507572650909424 (2.4159041576915317) | > loss_feat: 11.620725631713867 (7.210628191630046) | > loss_mel: 22.675973892211914 (19.346729702419704) | > loss_duration: 2.236598014831543 (2.301245027118259) | > loss_1: 41.45944595336914 (33.80202060275607)  --> STEP: 19 | > loss_disc: 2.435678243637085 (2.314543209577862) | > loss_disc_real_0: 0.19170932471752167 (0.10410383794652789) | > loss_disc_real_1: 0.3057578206062317 (0.3020623240031694) | > loss_disc_real_2: 0.20974305272102356 (0.19447048871140732) | > loss_disc_real_3: 0.2301817685365677 (0.22502169875722183) | > loss_disc_real_4: 0.22144129872322083 (0.18527156663568398) | > loss_disc_real_5: 0.23149465024471283 (0.21950753817432805) | > loss_0: 2.435678243637085 (2.314543209577862) | > loss_gen: 2.4787991046905518 (2.5249493247584294) | > loss_kl: 1.8990247249603271 (2.3886999770214685) | > loss_feat: 5.8200154304504395 (7.137438046304803) | > loss_mel: 16.85854721069336 (19.21577272917095) | > loss_duration: 2.2874770164489746 (2.30052039497777) | > loss_1: 29.34386444091797 (33.567380804764596)  --> STEP: 20 | > loss_disc: 2.3153836727142334 (2.314585232734681) | > loss_disc_real_0: 0.10693160444498062 (0.10424522627145053) | > loss_disc_real_1: 0.21576638519763947 (0.2977475270628929) | > loss_disc_real_2: 0.19659027457237244 (0.19457647800445557) | > loss_disc_real_3: 0.22118549048900604 (0.22482988834381104) | > loss_disc_real_4: 0.15261580049991608 (0.18363877832889558) | > loss_disc_real_5: 0.20146843791007996 (0.21860558316111564) | > loss_0: 2.3153836727142334 (2.314585232734681) | > loss_gen: 2.2031428813934326 (2.5088590025901794) | > loss_kl: 1.757824182510376 (2.357156187295914) | > loss_feat: 5.00653600692749 (7.030892944335937) | > loss_mel: 20.955841064453125 (19.30277614593506) | > loss_duration: 2.3130879402160645 (2.301148772239685) | > loss_1: 32.23643112182617 (33.50083332061767)  --> STEP: 21 | > loss_disc: 2.238027572631836 (2.3109396298726406) | > loss_disc_real_0: 0.10916265845298767 (0.10447938970866658) | > loss_disc_real_1: 0.2785625457763672 (0.2968339565254393) | > loss_disc_real_2: 0.15564073622226715 (0.1927223950624466) | > loss_disc_real_3: 0.24582621455192566 (0.2258297134013403) | > loss_disc_real_4: 0.208448588848114 (0.1848201978774298) | > loss_disc_real_5: 0.23074321448802948 (0.2191835656052544) | > loss_0: 2.238027572631836 (2.3109396298726406) | > loss_gen: 2.542112350463867 (2.5104424953460693) | > loss_kl: 2.1328866481781006 (2.346476685433161) | > loss_feat: 5.558773517608643 (6.960792019253685) | > loss_mel: 16.31926155090332 (19.16070402236212) | > loss_duration: 2.1715242862701416 (2.2949761776697066) | > loss_1: 28.724557876586914 (33.273391632806685)  --> STEP: 22 | > loss_disc: 2.537783622741699 (2.321250720457598) | > loss_disc_real_0: 0.18545694649219513 (0.1081601877442815) | > loss_disc_real_1: 0.3180623948574066 (0.29779888554052875) | > loss_disc_real_2: 0.1960427165031433 (0.19287331876429645) | > loss_disc_real_3: 0.18971329927444458 (0.22418805821375412) | > loss_disc_real_4: 0.22845324873924255 (0.18680351837114853) | > loss_disc_real_5: 0.19914963841438293 (0.21827293255112387) | > loss_0: 2.537783622741699 (2.321250720457598) | > loss_gen: 2.3514039516448975 (2.50321347063238) | > loss_kl: 1.921946406364441 (2.327179854566401) | > loss_feat: 8.105269432067871 (7.012813719836148) | > loss_mel: 20.270166397094727 (19.21113413030451) | > loss_duration: 2.1473214626312256 (2.288264599713412) | > loss_1: 34.796104431152344 (33.34260585091331)  --> STEP: 23 | > loss_disc: 2.4509928226470947 (2.326891681422359) | > loss_disc_real_0: 0.19649545848369598 (0.11200085168947345) | > loss_disc_real_1: 0.3057665526866913 (0.29814530585123145) | > loss_disc_real_2: 0.20631757378578186 (0.19345785159131754) | > loss_disc_real_3: 0.2520454525947571 (0.22539924927379773) | > loss_disc_real_4: 0.17055253684520721 (0.18609695395697717) | > loss_disc_real_5: 0.2123669683933258 (0.21801615150078482) | > loss_0: 2.4509928226470947 (2.326891681422359) | > loss_gen: 2.7250382900238037 (2.512858027997224) | > loss_kl: 2.2229230403900146 (2.32264694960221) | > loss_feat: 6.043041229248047 (6.9706496985062305) | > loss_mel: 18.255672454833984 (19.169592318327535) | > loss_duration: 2.26582932472229 (2.287289152974668) | > loss_1: 31.51250457763672 (33.26303623033606)  --> STEP: 24 | > loss_disc: 2.262468099594116 (2.324207365512849) | > loss_disc_real_0: 0.11445891857147217 (0.11210327114289005) | > loss_disc_real_1: 0.23156270384788513 (0.29537103076775867) | > loss_disc_real_2: 0.219220370054245 (0.1945312898606062) | > loss_disc_real_3: 0.1893567144870758 (0.22389747699101767) | > loss_disc_real_4: 0.1594131886959076 (0.18498513040443262) | > loss_disc_real_5: 0.19268016517162323 (0.21696048540373644) | > loss_0: 2.262468099594116 (2.324207365512849) | > loss_gen: 2.282392740249634 (2.503255307674408) | > loss_kl: 2.030137062072754 (2.310459037621816) | > loss_feat: 5.231570243835449 (6.898188054561615) | > loss_mel: 19.658048629760742 (19.189944664637252) | > loss_duration: 2.4414901733398438 (2.293714195489884) | > loss_1: 31.643638610839844 (33.19556132952372)  --> STEP: 25 | > loss_disc: 2.8072805404663086 (2.3435302925109873) | > loss_disc_real_0: 0.2922656536102295 (0.11930976644158363) | > loss_disc_real_1: 0.40076079964637756 (0.29958662152290344) | > loss_disc_real_2: 0.2425163835287094 (0.19645069360733033) | > loss_disc_real_3: 0.32579031586647034 (0.22797319054603576) | > loss_disc_real_4: 0.23760375380516052 (0.18708987534046173) | > loss_disc_real_5: 0.2787102460861206 (0.2194304758310318) | > loss_0: 2.8072805404663086 (2.3435302925109873) | > loss_gen: 2.800518035888672 (2.5151458168029786) | > loss_kl: 2.309351682662964 (2.310414743423462) | > loss_feat: 7.582494735717773 (6.925560321807861) | > loss_mel: 16.04026222229004 (19.063957366943363) | > loss_duration: 2.300015687942505 (2.2939662551879887) | > loss_1: 31.032644271850586 (33.1090446472168)  --> STEP: 26 | > loss_disc: 2.4841814041137695 (2.348939950649556) | > loss_disc_real_0: 0.11944076418876648 (0.11931480481647529) | > loss_disc_real_1: 0.25740179419517517 (0.29796412816414464) | > loss_disc_real_2: 0.17584079504013062 (0.19565800520089957) | > loss_disc_real_3: 0.13580285012722015 (0.2244281774530044) | > loss_disc_real_4: 0.07802250236272812 (0.18289497637977967) | > loss_disc_real_5: 0.0967293456196785 (0.21471120159213358) | > loss_0: 2.4841814041137695 (2.348939950649556) | > loss_gen: 1.8001240491867065 (2.487644979586968) | > loss_kl: 2.1175873279571533 (2.302998304367066) | > loss_feat: 13.661943435668945 (7.184651980033288) | > loss_mel: 19.47165298461914 (19.079637967623203) | > loss_duration: 2.264101982116699 (2.2928176293006315) | > loss_1: 39.31541061401367 (33.34775103055514) --> EVAL PERFORMANCE | > avg_loader_time: 0.002357767178462102 (-1.275539398193316e-05) | > avg_loss_disc: 2.348939950649556 (-0.01547354918259769) | > avg_loss_disc_real_0: 0.11931480481647529 (-0.016304733518224493) | > avg_loss_disc_real_1: 0.29796412816414464 (+0.10475071634237582) | > avg_loss_disc_real_2: 0.19565800520089957 (-0.04678611915845138) | > avg_loss_disc_real_3: 0.2244281774530044 (-0.03165461294926128) | > avg_loss_disc_real_4: 0.18289497637977967 (-0.07142335778245565) | > avg_loss_disc_real_5: 0.21471120159213358 (+0.0020400715562013394) | > avg_loss_0: 2.348939950649556 (-0.01547354918259769) | > avg_loss_gen: 2.487644979586968 (-0.026539156070121805) | > avg_loss_kl: 2.302998304367066 (-0.055282652378082275) | > avg_loss_feat: 7.184651980033288 (-0.34063416260939317) | > avg_loss_mel: 19.079637967623203 (+0.14670357337365658) | > avg_loss_duration: 2.2928176293006315 (+0.015781356738163943) | > avg_loss_1: 33.34775103055514 (-0.25997095841628237)  > EPOCH: 233/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:10:45)   --> TIME: 2024-06-11 01:10:50 -- STEP: 9/330 -- GLOBAL_STEP: 164900 | > loss_disc: 2.334740400314331 (2.312870078616672) | > loss_disc_real_0: 0.10039009153842926 (0.10256951964563793) | > loss_disc_real_1: 0.15124808251857758 (0.18490947617424858) | > loss_disc_real_2: 0.21590830385684967 (0.20610500209861332) | > loss_disc_real_3: 0.22744770348072052 (0.22512046992778778) | > loss_disc_real_4: 0.25482451915740967 (0.22832392321692574) | > loss_disc_real_5: 0.252553790807724 (0.224078807565901) | > loss_0: 2.334740400314331 (2.312870078616672) | > grad_norm_0: tensor(8.4548, device='cuda:0') (tensor(7.2849, device='cuda:0')) | > loss_gen: 2.5100221633911133 (2.5046370029449463) | > loss_kl: 1.5351616144180298 (1.7363772524727716) | > loss_feat: 6.442273139953613 (6.967226664225261) | > loss_mel: 19.44057846069336 (19.3094425201416) | > loss_duration: 2.1385960578918457 (2.238850752512614) | > loss_1: 32.06663131713867 (32.75653436448839) | > grad_norm_1: tensor(122.9079, device='cuda:0') (tensor(103.2961, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3401 (0.343294620513916) | > loader_time: 0.0034 (0.003095706303914388)  --> TIME: 2024-06-11 01:10:58 -- STEP: 34/330 -- GLOBAL_STEP: 164925 | > loss_disc: 2.085252523422241 (2.296901485499214) | > loss_disc_real_0: 0.0756918266415596 (0.11067196310443037) | > loss_disc_real_1: 0.21341679990291595 (0.19839804707204595) | > loss_disc_real_2: 0.20373480021953583 (0.20956993015373454) | > loss_disc_real_3: 0.20799022912979126 (0.22029814825338476) | > loss_disc_real_4: 0.21756210923194885 (0.22280642916174495) | > loss_disc_real_5: 0.1951737105846405 (0.21547960884430828) | > loss_0: 2.085252523422241 (2.296901485499214) | > grad_norm_0: tensor(11.1380, device='cuda:0') (tensor(9.8276, device='cuda:0')) | > loss_gen: 2.6243655681610107 (2.512503287371467) | > loss_kl: 1.7597764730453491 (1.7447280287742615) | > loss_feat: 8.254241943359375 (7.158421039581299) | > loss_mel: 19.682912826538086 (19.013089348288144) | > loss_duration: 2.07257080078125 (2.1090401586364296) | > loss_1: 34.39386749267578 (32.537781939787024) | > grad_norm_1: tensor(58.1701, device='cuda:0') (tensor(112.6581, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.349 (0.3447806624805226) | > loader_time: 0.0032 (0.0031810998916625977)  --> TIME: 2024-06-11 01:11:07 -- STEP: 59/330 -- GLOBAL_STEP: 164950 | > loss_disc: 2.238529682159424 (2.2920495655577056) | > loss_disc_real_0: 0.11125868558883667 (0.11084897096379329) | > loss_disc_real_1: 0.15536876022815704 (0.1982132696499259) | > loss_disc_real_2: 0.21026359498500824 (0.2088273852053335) | > loss_disc_real_3: 0.19292445480823517 (0.2221642717466516) | > loss_disc_real_4: 0.19302387535572052 (0.22006850020360139) | > loss_disc_real_5: 0.17397741973400116 (0.21276064444396456) | > loss_0: 2.238529682159424 (2.2920495655577056) | > grad_norm_0: tensor(18.7866, device='cuda:0') (tensor(10.8604, device='cuda:0')) | > loss_gen: 2.516329288482666 (2.538833509057255) | > loss_kl: 1.7606151103973389 (1.7494775279093597) | > loss_feat: 7.577401161193848 (7.313976643449169) | > loss_mel: 18.60764503479004 (19.027513116093008) | > loss_duration: 1.9972553253173828 (2.0738205101530425) | > loss_1: 32.45924377441406 (32.70362139556368) | > grad_norm_1: tensor(90.6993, device='cuda:0') (tensor(122.9513, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3418 (0.3457547446428719) | > loader_time: 0.0034 (0.003231088993913036)  --> TIME: 2024-06-11 01:11:16 -- STEP: 84/330 -- GLOBAL_STEP: 164975 | > loss_disc: 2.2577764987945557 (2.2971672245434362) | > loss_disc_real_0: 0.0842881128191948 (0.111302373043838) | > loss_disc_real_1: 0.16949425637722015 (0.19866512928690233) | > loss_disc_real_2: 0.19328029453754425 (0.2109899747939337) | > loss_disc_real_3: 0.19781683385372162 (0.22229023348717464) | > loss_disc_real_4: 0.21011671423912048 (0.21963725913138615) | > loss_disc_real_5: 0.18461619317531586 (0.2141458239583742) | > loss_0: 2.2577764987945557 (2.2971672245434362) | > grad_norm_0: tensor(18.4327, device='cuda:0') (tensor(11.8104, device='cuda:0')) | > loss_gen: 2.6839356422424316 (2.5491172586168562) | > loss_kl: 1.8042727708816528 (1.7741253532114483) | > loss_feat: 7.736111164093018 (7.398073457536244) | > loss_mel: 19.370080947875977 (19.067282767522904) | > loss_duration: 2.1106150150299072 (2.0613952236516133) | > loss_1: 33.70501708984375 (32.84999434153239) | > grad_norm_1: tensor(231.8159, device='cuda:0') (tensor(137.5702, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3494 (0.3487974490438188) | > loader_time: 0.0036 (0.0033718404315766833)  --> TIME: 2024-06-11 01:11:26 -- STEP: 109/330 -- GLOBAL_STEP: 165000 | > loss_disc: 2.3037097454071045 (2.308137427776233) | > loss_disc_real_0: 0.09666456282138824 (0.11202123501432051) | > loss_disc_real_1: 0.2063968926668167 (0.20006586624941697) | > loss_disc_real_2: 0.18449640274047852 (0.21244419591689329) | > loss_disc_real_3: 0.19732888042926788 (0.22437348797780657) | > loss_disc_real_4: 0.18886934220790863 (0.22124533382577632) | > loss_disc_real_5: 0.19771668314933777 (0.21571101480667745) | > loss_0: 2.3037097454071045 (2.308137427776233) | > grad_norm_0: tensor(13.7009, device='cuda:0') (tensor(13.0296, device='cuda:0')) | > loss_gen: 2.447436571121216 (2.539419784458405) | > loss_kl: 1.8387413024902344 (1.7784972201793565) | > loss_feat: 7.588343620300293 (7.3509837553041795) | > loss_mel: 18.47693634033203 (18.994539365855925) | > loss_duration: 1.9878122806549072 (2.0588226712078117) | > loss_1: 32.339271545410156 (32.7222630912011) | > grad_norm_1: tensor(153.8959, device='cuda:0') (tensor(158.1737, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3886 (0.3518614703362141) | > loader_time: 0.0039 (0.0034854958910460867) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_165000.pth  --> TIME: 2024-06-11 01:11:41 -- STEP: 134/330 -- GLOBAL_STEP: 165025 | > loss_disc: 2.3693552017211914 (2.312257756048175) | > loss_disc_real_0: 0.10673101991415024 (0.1133610297050049) | > loss_disc_real_1: 0.18086759746074677 (0.20041613803425834) | > loss_disc_real_2: 0.21674591302871704 (0.21421738836302687) | > loss_disc_real_3: 0.20150905847549438 (0.2239123039058785) | > loss_disc_real_4: 0.18082170188426971 (0.22023183307540953) | > loss_disc_real_5: 0.18955521285533905 (0.2142762203714741) | > loss_0: 2.3693552017211914 (2.312257756048175) | > grad_norm_0: tensor(19.7939, device='cuda:0') (tensor(13.9338, device='cuda:0')) | > loss_gen: 2.4683234691619873 (2.5372863669893633) | > loss_kl: 1.8320482969284058 (1.7807130502231086) | > loss_feat: 7.278369903564453 (7.332128934006192) | > loss_mel: 19.077669143676758 (19.014172112763816) | > loss_duration: 2.0566608905792236 (2.059368878158169) | > loss_1: 32.713069915771484 (32.72366955031211) | > grad_norm_1: tensor(245.0885, device='cuda:0') (tensor(169.9934, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3633 (0.35698271865275366) | > loader_time: 0.0041 (0.0036148081964521264)  --> TIME: 2024-06-11 01:11:50 -- STEP: 159/330 -- GLOBAL_STEP: 165050 | > loss_disc: 2.169442653656006 (2.3148594472393316) | > loss_disc_real_0: 0.11376135796308517 (0.11381613102349096) | > loss_disc_real_1: 0.21478056907653809 (0.2010139740488065) | > loss_disc_real_2: 0.1975337117910385 (0.2144713814153611) | > loss_disc_real_3: 0.2138502597808838 (0.2247353066813271) | > loss_disc_real_4: 0.21877704560756683 (0.22112025507965927) | > loss_disc_real_5: 0.20639203488826752 (0.21470688583341035) | > loss_0: 2.169442653656006 (2.3148594472393316) | > grad_norm_0: tensor(7.2842, device='cuda:0') (tensor(14.4810, device='cuda:0')) | > loss_gen: 2.697930335998535 (2.5350526968638096) | > loss_kl: 1.8016321659088135 (1.7885685214456521) | > loss_feat: 8.38565444946289 (7.3233682734411465) | > loss_mel: 18.85072898864746 (19.001746615523796) | > loss_duration: 2.055337429046631 (2.06007445458346) | > loss_1: 33.791282653808594 (32.70881072230311) | > grad_norm_1: tensor(196.0962, device='cuda:0') (tensor(179.0725, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3809 (0.3596329209189744) | > loader_time: 0.0046 (0.003707836259086177)  --> TIME: 2024-06-11 01:12:00 -- STEP: 184/330 -- GLOBAL_STEP: 165075 | > loss_disc: 2.325359582901001 (2.309757953104767) | > loss_disc_real_0: 0.11017762124538422 (0.11368919556717509) | > loss_disc_real_1: 0.19109943509101868 (0.2003716911472705) | > loss_disc_real_2: 0.20590083301067352 (0.21413164010838318) | > loss_disc_real_3: 0.21976123750209808 (0.2238488939145337) | > loss_disc_real_4: 0.2202407866716385 (0.22058940241518227) | > loss_disc_real_5: 0.19535048305988312 (0.2141853640584842) | > loss_0: 2.325359582901001 (2.309757953104767) | > grad_norm_0: tensor(6.7463, device='cuda:0') (tensor(15.2638, device='cuda:0')) | > loss_gen: 2.5273194313049316 (2.537283401126446) | > loss_kl: 1.7565473318099976 (1.7950910867556282) | > loss_feat: 7.177438735961914 (7.31591502479885) | > loss_mel: 17.51689910888672 (18.936796509701253) | > loss_duration: 2.107940196990967 (2.065290147195691) | > loss_1: 31.086145401000977 (32.650376257689096) | > grad_norm_1: tensor(337.1836, device='cuda:0') (tensor(194.8211, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3762 (0.36291226226350526) | > loader_time: 0.0045 (0.0038538782492927885)  --> TIME: 2024-06-11 01:12:10 -- STEP: 209/330 -- GLOBAL_STEP: 165100 | > loss_disc: 2.14697527885437 (2.308914987664475) | > loss_disc_real_0: 0.05426964536309242 (0.114304189262778) | > loss_disc_real_1: 0.16394713521003723 (0.19995660923029254) | > loss_disc_real_2: 0.19325701892375946 (0.21383798229352136) | > loss_disc_real_3: 0.18488635122776031 (0.2238566879735609) | > loss_disc_real_4: 0.24226008355617523 (0.2205320939635546) | > loss_disc_real_5: 0.1855657994747162 (0.213978848745378) | > loss_0: 2.14697527885437 (2.308914987664475) | > grad_norm_0: tensor(22.4161, device='cuda:0') (tensor(17.0548, device='cuda:0')) | > loss_gen: 2.558580160140991 (2.5496059057244826) | > loss_kl: 1.858349084854126 (1.798439957308427) | > loss_feat: 8.673653602600098 (7.366870560714503) | > loss_mel: 19.26532745361328 (18.933266124086508) | > loss_duration: 2.1299822330474854 (2.071178564614656) | > loss_1: 34.48588943481445 (32.71936117290881) | > grad_norm_1: tensor(241.6595, device='cuda:0') (tensor(209.4109, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.3981 (0.36664613924528416) | > loader_time: 0.0054 (0.0039875005420885595)  --> TIME: 2024-06-11 01:12:21 -- STEP: 234/330 -- GLOBAL_STEP: 165125 | > loss_disc: 2.5085105895996094 (2.3081903172354425) | > loss_disc_real_0: 0.1788971722126007 (0.11403384308020274) | > loss_disc_real_1: 0.20130206644535065 (0.19972197444011008) | > loss_disc_real_2: 0.24038569629192352 (0.21410627121854028) | > loss_disc_real_3: 0.23615965247154236 (0.22415718646385732) | > loss_disc_real_4: 0.24361000955104828 (0.22029775839585525) | > loss_disc_real_5: 0.21827010810375214 (0.21386337878867093) | > loss_0: 2.5085105895996094 (2.3081903172354425) | > grad_norm_0: tensor(10.5887, device='cuda:0') (tensor(18.7197, device='cuda:0')) | > loss_gen: 2.4505715370178223 (2.5587701430687524) | > loss_kl: 1.8000149726867676 (1.8023563277008188) | > loss_feat: 6.3388495445251465 (7.385668897221231) | > loss_mel: 18.164552688598633 (18.889224280658944) | > loss_duration: 2.148298978805542 (2.078195464407276) | > loss_1: 30.902286529541016 (32.71421520526592) | > grad_norm_1: tensor(119.4368, device='cuda:0') (tensor(223.8314, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.4136 (0.37108288565252573) | > loader_time: 0.0061 (0.004142121372059878)  --> TIME: 2024-06-11 01:12:31 -- STEP: 259/330 -- GLOBAL_STEP: 165150 | > loss_disc: 2.1890811920166016 (2.3084706164695135) | > loss_disc_real_0: 0.10367727279663086 (0.11472956611843182) | > loss_disc_real_1: 0.17982371151447296 (0.19953481415754126) | > loss_disc_real_2: 0.20481102168560028 (0.21445518933437963) | > loss_disc_real_3: 0.21342189610004425 (0.22424150025292253) | > loss_disc_real_4: 0.20239593088626862 (0.2208438093367691) | > loss_disc_real_5: 0.20654869079589844 (0.2137948421322701) | > loss_0: 2.1890811920166016 (2.3084706164695135) | > grad_norm_0: tensor(14.0222, device='cuda:0') (tensor(19.2949, device='cuda:0')) | > loss_gen: 2.5230565071105957 (2.5557459385698813) | > loss_kl: 1.8564995527267456 (1.8028553982038755) | > loss_feat: 8.42682933807373 (7.39674610336775) | > loss_mel: 19.05996322631836 (18.86266336477861) | > loss_duration: 2.1668899059295654 (2.084494067435098) | > loss_1: 34.03323745727539 (32.70250497177301) | > grad_norm_1: tensor(154.1868, device='cuda:0') (tensor(230.9104, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.4239 (0.37588050466706846) | > loader_time: 0.0054 (0.00427368893126263)  --> TIME: 2024-06-11 01:12:43 -- STEP: 284/330 -- GLOBAL_STEP: 165175 | > loss_disc: 2.233799934387207 (2.305985732817315) | > loss_disc_real_0: 0.10672861337661743 (0.11476425598309913) | > loss_disc_real_1: 0.22543787956237793 (0.19961274572661233) | > loss_disc_real_2: 0.18297256529331207 (0.21385603188209132) | > loss_disc_real_3: 0.2105853259563446 (0.2241803187824471) | > loss_disc_real_4: 0.19107787311077118 (0.2204357579770224) | > loss_disc_real_5: 0.19751209020614624 (0.2137267777932362) | > loss_0: 2.233799934387207 (2.305985732817315) | > grad_norm_0: tensor(31.6101, device='cuda:0') (tensor(19.6689, device='cuda:0')) | > loss_gen: 2.4988903999328613 (2.554798806217354) | > loss_kl: 1.8127089738845825 (1.8048517447961885) | > loss_feat: 7.487724781036377 (7.404942666980582) | > loss_mel: 18.6535587310791 (18.812648047863593) | > loss_duration: 2.184701681137085 (2.0929185038721054) | > loss_1: 32.6375846862793 (32.670159857038044) | > grad_norm_1: tensor(129.2911, device='cuda:0') (tensor(242.7397, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.4435 (0.3819481033674427) | > loader_time: 0.0061 (0.004424286560273505)  --> TIME: 2024-06-11 01:12:55 -- STEP: 309/330 -- GLOBAL_STEP: 165200 | > loss_disc: 2.409980297088623 (2.30625688682482) | > loss_disc_real_0: 0.23560446500778198 (0.11549558046855588) | > loss_disc_real_1: 0.24195188283920288 (0.2000111947649891) | > loss_disc_real_2: 0.26851338148117065 (0.21408563649770126) | > loss_disc_real_3: 0.22655680775642395 (0.22407864231893546) | > loss_disc_real_4: 0.19787733256816864 (0.2202984302464428) | > loss_disc_real_5: 0.21157680451869965 (0.21313391148465355) | > loss_0: 2.409980297088623 (2.30625688682482) | > grad_norm_0: tensor(65.8361, device='cuda:0') (tensor(20.8865, device='cuda:0')) | > loss_gen: 2.45436429977417 (2.556559869000827) | > loss_kl: 1.7385287284851074 (1.8094400024722692) | > loss_feat: 6.97049617767334 (7.4321060705339255) | > loss_mel: 17.86557388305664 (18.771571804404637) | > loss_duration: 2.265859603881836 (2.103376148973854) | > loss_1: 31.294822692871094 (32.67305398218839) | > grad_norm_1: tensor(469.8177, device='cuda:0') (tensor(253.8422, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.5033 (0.38965368193715894) | > loader_time: 0.0073 (0.004630361945883741)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.637141227722168 (2.637141227722168) | > loss_disc_real_0: 0.11564509570598602 (0.11564509570598602) | > loss_disc_real_1: 0.22008751332759857 (0.22008751332759857) | > loss_disc_real_2: 0.1848660558462143 (0.1848660558462143) | > loss_disc_real_3: 0.239728644490242 (0.239728644490242) | > loss_disc_real_4: 0.2793698012828827 (0.2793698012828827) | > loss_disc_real_5: 0.26618537306785583 (0.26618537306785583) | > loss_0: 2.637141227722168 (2.637141227722168) | > loss_gen: 2.1367347240448 (2.1367347240448) | > loss_kl: 1.9373174905776978 (1.9373174905776978) | > loss_feat: 6.90803337097168 (6.90803337097168) | > loss_mel: 18.9849796295166 (18.9849796295166) | > loss_duration: 2.885568141937256 (2.885568141937256) | > loss_1: 32.852630615234375 (32.852630615234375)  --> STEP: 1 | > loss_disc: 2.4807682037353516 (2.4807682037353516) | > loss_disc_real_0: 0.06303900480270386 (0.06303900480270386) | > loss_disc_real_1: 0.19367752969264984 (0.19367752969264984) | > loss_disc_real_2: 0.20981399714946747 (0.20981399714946747) | > loss_disc_real_3: 0.31641802191734314 (0.31641802191734314) | > loss_disc_real_4: 0.3365781605243683 (0.3365781605243683) | > loss_disc_real_5: 0.3344080150127411 (0.3344080150127411) | > loss_0: 2.4807682037353516 (2.4807682037353516) | > loss_gen: 2.563215970993042 (2.563215970993042) | > loss_kl: 2.4243152141571045 (2.4243152141571045) | > loss_feat: 5.8699235916137695 (5.8699235916137695) | > loss_mel: 18.92647361755371 (18.92647361755371) | > loss_duration: 2.3386549949645996 (2.3386549949645996) | > loss_1: 32.122581481933594 (32.122581481933594)  --> STEP: 2 | > loss_disc: 2.404705762863159 (2.4427369832992554) | > loss_disc_real_0: 0.09765006601810455 (0.0803445354104042) | > loss_disc_real_1: 0.2538937032222748 (0.2237856164574623) | > loss_disc_real_2: 0.29024365544319153 (0.2500288262963295) | > loss_disc_real_3: 0.27711060643196106 (0.2967643141746521) | > loss_disc_real_4: 0.3129853904247284 (0.32478177547454834) | > loss_disc_real_5: 0.2401164472103119 (0.2872622311115265) | > loss_0: 2.404705762863159 (2.4427369832992554) | > loss_gen: 2.6559371948242188 (2.6095765829086304) | > loss_kl: 2.389878749847412 (2.4070969820022583) | > loss_feat: 5.934607982635498 (5.902265787124634) | > loss_mel: 19.27117156982422 (19.098822593688965) | > loss_duration: 2.425123691558838 (2.3818893432617188) | > loss_1: 32.676719665527344 (32.39965057373047)  --> STEP: 3 | > loss_disc: 2.17683482170105 (2.354102929433187) | > loss_disc_real_0: 0.05781867727637291 (0.07283591603239377) | > loss_disc_real_1: 0.1965721994638443 (0.21471447745958963) | > loss_disc_real_2: 0.21580560505390167 (0.2386210858821869) | > loss_disc_real_3: 0.18492573499679565 (0.25948478778203327) | > loss_disc_real_4: 0.24441587924957275 (0.29799314339955646) | > loss_disc_real_5: 0.26590073108673096 (0.2801417311032613) | > loss_0: 2.17683482170105 (2.354102929433187) | > loss_gen: 2.651360273361206 (2.6235044797261557) | > loss_kl: 2.6915602684020996 (2.501918077468872) | > loss_feat: 8.591622352600098 (6.798717975616455) | > loss_mel: 18.99053382873535 (19.062726338704426) | > loss_duration: 2.240410327911377 (2.3347296714782715) | > loss_1: 35.16548538208008 (33.32159550984701)  --> STEP: 4 | > loss_disc: 2.305457353591919 (2.34194153547287) | > loss_disc_real_0: 0.0648261085152626 (0.07083346415311098) | > loss_disc_real_1: 0.21492424607276917 (0.21476691961288452) | > loss_disc_real_2: 0.28647947311401367 (0.2505856826901436) | > loss_disc_real_3: 0.18663322925567627 (0.24127189815044403) | > loss_disc_real_4: 0.21455082297325134 (0.2771325632929802) | > loss_disc_real_5: 0.24265390634536743 (0.27076977491378784) | > loss_0: 2.305457353591919 (2.34194153547287) | > loss_gen: 2.4319403171539307 (2.5756134390830994) | > loss_kl: 3.02872371673584 (2.633619487285614) | > loss_feat: 8.50300121307373 (7.224788784980774) | > loss_mel: 18.941469192504883 (19.03241205215454) | > loss_duration: 2.2595391273498535 (2.315932035446167) | > loss_1: 35.164676666259766 (33.782365798950195)  --> STEP: 5 | > loss_disc: 2.4317100048065186 (2.3598952293395996) | > loss_disc_real_0: 0.14499932527542114 (0.08566663637757302) | > loss_disc_real_1: 0.2970944344997406 (0.23123242259025573) | > loss_disc_real_2: 0.2126905918121338 (0.24300666451454161) | > loss_disc_real_3: 0.2511310875415802 (0.24324373602867128) | > loss_disc_real_4: 0.25097131729125977 (0.2719003140926361) | > loss_disc_real_5: 0.2009696215391159 (0.25680974423885344) | > loss_0: 2.4317100048065186 (2.3598952293395996) | > loss_gen: 2.521937608718872 (2.5648782730102537) | > loss_kl: 1.651935338973999 (2.437282657623291) | > loss_feat: 5.734911918640137 (6.926813411712646) | > loss_mel: 18.602828979492188 (18.94649543762207) | > loss_duration: 2.323546886444092 (2.317455005645752) | > loss_1: 30.835163116455078 (33.19292526245117)  --> STEP: 6 | > loss_disc: 2.2977592945098877 (2.3495392402013144) | > loss_disc_real_0: 0.0789397656917572 (0.08454549126327038) | > loss_disc_real_1: 0.22501540184020996 (0.2301962524652481) | > loss_disc_real_2: 0.23679408431053162 (0.24197123448053995) | > loss_disc_real_3: 0.24030455946922302 (0.24275387326876322) | > loss_disc_real_4: 0.2850727140903473 (0.27409571409225464) | > loss_disc_real_5: 0.23162071406841278 (0.25261157254378) | > loss_0: 2.2977592945098877 (2.3495392402013144) | > loss_gen: 2.754344940185547 (2.5964560508728027) | > loss_kl: 1.8364145755767822 (2.337137977282206) | > loss_feat: 7.676767826080322 (7.051805814107259) | > loss_mel: 19.997432708740234 (19.121651649475098) | > loss_duration: 2.098597526550293 (2.2809787591298423) | > loss_1: 34.36355972290039 (33.388031005859375)  --> STEP: 7 | > loss_disc: 2.169584035873413 (2.323831353868757) | > loss_disc_real_0: 0.10683799535036087 (0.0877301347042833) | > loss_disc_real_1: 0.21527348458766937 (0.22806442848273686) | > loss_disc_real_2: 0.16425910592079163 (0.23086950182914734) | > loss_disc_real_3: 0.21599321067333221 (0.23893092146941594) | > loss_disc_real_4: 0.23123416304588318 (0.2679726353713444) | > loss_disc_real_5: 0.27716323733329773 (0.2561189532279968) | > loss_0: 2.169584035873413 (2.323831353868757) | > loss_gen: 2.637644052505493 (2.602340051106044) | > loss_kl: 2.9678614139556885 (2.427241325378418) | > loss_feat: 8.133949279785156 (7.20639773777553) | > loss_mel: 20.19266128540039 (19.274653026035853) | > loss_duration: 2.4605913162231445 (2.306637695857457) | > loss_1: 36.39270782470703 (33.81727055140904)  --> STEP: 8 | > loss_disc: 2.2752537727355957 (2.317759156227112) | > loss_disc_real_0: 0.07934436202049255 (0.08668191311880946) | > loss_disc_real_1: 0.1809876412153244 (0.2221798300743103) | > loss_disc_real_2: 0.16493262350559235 (0.22262739203870296) | > loss_disc_real_3: 0.22064809501171112 (0.23664556816220284) | > loss_disc_real_4: 0.22779861092567444 (0.2629508823156357) | > loss_disc_real_5: 0.26558250188827515 (0.2573018968105316) | > loss_0: 2.2752537727355957 (2.317759156227112) | > loss_gen: 2.468623638153076 (2.585625499486923) | > loss_kl: 2.3806488513946533 (2.4214172661304474) | > loss_feat: 8.858210563659668 (7.412874341011047) | > loss_mel: 20.892915725708008 (19.476935863494873) | > loss_duration: 2.2533459663391113 (2.2999762296676636) | > loss_1: 36.85374450683594 (34.1968297958374)  --> STEP: 9 | > loss_disc: 2.579857587814331 (2.3468812041812472) | > loss_disc_real_0: 0.220408096909523 (0.1015403779844443) | > loss_disc_real_1: 0.18022432923316956 (0.217518107758628) | > loss_disc_real_2: 0.1968803107738495 (0.21976660523149702) | > loss_disc_real_3: 0.22123576700687408 (0.23493336803383297) | > loss_disc_real_4: 0.31061697006225586 (0.2682471142874824) | > loss_disc_real_5: 0.1665997952222824 (0.24722388552294838) | > loss_0: 2.579857587814331 (2.3468812041812472) | > loss_gen: 2.3288145065307617 (2.5570909447140164) | > loss_kl: 2.2563841342926025 (2.403080251481798) | > loss_feat: 11.09142780303955 (7.821602503458659) | > loss_mel: 19.493139266967773 (19.478736241658527) | > loss_duration: 2.0921871662139893 (2.2768885559505887) | > loss_1: 37.2619514465332 (34.53739886813693)  --> STEP: 10 | > loss_disc: 2.3800644874572754 (2.3501995325088503) | > loss_disc_real_0: 0.1965782642364502 (0.11104416660964489) | > loss_disc_real_1: 0.24891828000545502 (0.2206581249833107) | > loss_disc_real_2: 0.2868160307407379 (0.22647154778242112) | > loss_disc_real_3: 0.2621426582336426 (0.23765429705381394) | > loss_disc_real_4: 0.19974467158317566 (0.2613968700170517) | > loss_disc_real_5: 0.1740243285894394 (0.23990392982959746) | > loss_0: 2.3800644874572754 (2.3501995325088503) | > loss_gen: 2.5265393257141113 (2.554035782814026) | > loss_kl: 2.204453706741333 (2.3832175970077514) | > loss_feat: 6.376717567443848 (7.677114009857178) | > loss_mel: 18.899477005004883 (19.420810317993165) | > loss_duration: 2.3276443481445312 (2.281964135169983) | > loss_1: 32.33483123779297 (34.31714210510254)  --> STEP: 11 | > loss_disc: 2.2016801834106445 (2.3366977734999224) | > loss_disc_real_0: 0.06267321109771729 (0.10664680701765147) | > loss_disc_real_1: 0.1850823312997818 (0.21742396192117172) | > loss_disc_real_2: 0.1236194595694542 (0.21712135794487866) | > loss_disc_real_3: 0.23444850742816925 (0.23736286163330078) | > loss_disc_real_4: 0.18191075325012207 (0.2541708594018763) | > loss_disc_real_5: 0.19558656215667725 (0.23587507822296835) | > loss_0: 2.2016801834106445 (2.3366977734999224) | > loss_gen: 2.236042022705078 (2.525127259167758) | > loss_kl: 2.812870502471924 (2.4222769520499488) | > loss_feat: 8.043238639831543 (7.710398067127574) | > loss_mel: 19.124311447143555 (19.393855875188653) | > loss_duration: 2.415076732635498 (2.2940652803941206) | > loss_1: 34.63153839111328 (34.34572358564897)  --> STEP: 12 | > loss_disc: 2.17876935005188 (2.323537071545919) | > loss_disc_real_0: 0.0952255129814148 (0.10569503251463175) | > loss_disc_real_1: 0.2065592110157013 (0.2165185660123825) | > loss_disc_real_2: 0.17684899270534515 (0.21376532750825086) | > loss_disc_real_3: 0.21026070415973663 (0.23510434851050377) | > loss_disc_real_4: 0.25462961196899414 (0.25420908878246945) | > loss_disc_real_5: 0.2878117561340332 (0.2402031347155571) | > loss_0: 2.17876935005188 (2.323537071545919) | > loss_gen: 2.814274787902832 (2.5492228865623474) | > loss_kl: 1.9890203475952148 (2.386172235012054) | > loss_feat: 7.62509298324585 (7.703289310137431) | > loss_mel: 18.855993270874023 (19.349033991495766) | > loss_duration: 2.206425666809082 (2.286761979262034) | > loss_1: 33.490806579589844 (34.27448050181071)  --> STEP: 13 | > loss_disc: 2.3105149269104004 (2.3225353681124172) | > loss_disc_real_0: 0.15389633178710938 (0.10940282476636079) | > loss_disc_real_1: 0.25422754883766174 (0.21941925699894244) | > loss_disc_real_2: 0.22345207631587982 (0.21451046203191465) | > loss_disc_real_3: 0.2298946976661682 (0.23470360613786256) | > loss_disc_real_4: 0.24765215814113617 (0.2537047095023669) | > loss_disc_real_5: 0.29357069730758667 (0.24430833183802092) | > loss_0: 2.3105149269104004 (2.3225353681124172) | > loss_gen: 2.736267566680908 (2.56361093887916) | > loss_kl: 2.1012961864471436 (2.364258692814753) | > loss_feat: 7.162193298339844 (7.661666539999155) | > loss_mel: 18.193191528320312 (19.260123032789963) | > loss_duration: 2.126540184020996 (2.2744372257819543) | > loss_1: 32.319488525390625 (34.12409650362455)  --> STEP: 14 | > loss_disc: 2.4261183738708496 (2.32993415423802) | > loss_disc_real_0: 0.09845206141471863 (0.10862062738410064) | > loss_disc_real_1: 0.2336863875389099 (0.22043833775179728) | > loss_disc_real_2: 0.1877044290304184 (0.21259574538895062) | > loss_disc_real_3: 0.2428065687417984 (0.23528238918100083) | > loss_disc_real_4: 0.25931206345558167 (0.2541052347847394) | > loss_disc_real_5: 0.20716141164302826 (0.24165498039552144) | > loss_0: 2.4261183738708496 (2.32993415423802) | > loss_gen: 2.226304054260254 (2.5395175899778093) | > loss_kl: 3.623075485229492 (2.4541741779872344) | > loss_feat: 7.722682476043701 (7.666024821145194) | > loss_mel: 20.308923721313477 (19.3350373676845) | > loss_duration: 2.35353422164917 (2.280087011201041) | > loss_1: 36.234519958496094 (34.274841036115376)  --> STEP: 15 | > loss_disc: 2.6100974082946777 (2.3486117045084636) | > loss_disc_real_0: 0.14834916591644287 (0.11126919661959013) | > loss_disc_real_1: 0.2627488076686859 (0.22325903574625652) | > loss_disc_real_2: 0.27592796087265015 (0.21681789308786392) | > loss_disc_real_3: 0.26317843794822693 (0.23714212576548258) | > loss_disc_real_4: 0.29768848419189453 (0.2570107847452164) | > loss_disc_real_5: 0.2699040174484253 (0.2435382495323817) | > loss_0: 2.6100974082946777 (2.3486117045084636) | > loss_gen: 2.490628480911255 (2.536258316040039) | > loss_kl: 3.105645179748535 (2.4976055781046544) | > loss_feat: 8.171671867370605 (7.699734624226888) | > loss_mel: 18.274431228637695 (19.264330291748045) | > loss_duration: 2.309062957763672 (2.2820187409718833) | > loss_1: 34.3514404296875 (34.279947662353514)  --> STEP: 16 | > loss_disc: 2.8088808059692383 (2.377378523349762) | > loss_disc_real_0: 0.1364041119813919 (0.11284012882970273) | > loss_disc_real_1: 0.22253720462322235 (0.22321392130106688) | > loss_disc_real_2: 0.3104158341884613 (0.22266776440665126) | > loss_disc_real_3: 0.26551055908203125 (0.23891515284776688) | > loss_disc_real_4: 0.2522616386413574 (0.2567139631137252) | > loss_disc_real_5: 0.351340651512146 (0.25027589965611696) | > loss_0: 2.8088808059692383 (2.377378523349762) | > loss_gen: 2.4514336585998535 (2.5309567749500275) | > loss_kl: 2.070054054260254 (2.4708836078643794) | > loss_feat: 7.294582843780518 (7.67441263794899) | > loss_mel: 18.149921417236328 (19.194679737091064) | > loss_duration: 2.3538336753845215 (2.286507174372673) | > loss_1: 32.31982421875 (34.157439947128296)  --> STEP: 17 | > loss_disc: 2.473078727722168 (2.383007947136374) | > loss_disc_real_0: 0.0723561942577362 (0.1104587209137047) | > loss_disc_real_1: 0.2700903117656708 (0.22597135603427887) | > loss_disc_real_2: 0.21078196167945862 (0.2219685995403458) | > loss_disc_real_3: 0.20952272415161133 (0.23718618645387538) | > loss_disc_real_4: 0.24053581058979034 (0.2557623070829055) | > loss_disc_real_5: 0.3115105926990509 (0.2538779404233484) | > loss_0: 2.473078727722168 (2.383007947136374) | > loss_gen: 2.2393922805786133 (2.5138059223399445) | > loss_kl: 1.933372139930725 (2.4392652862212234) | > loss_feat: 5.998199462890625 (7.575811862945557) | > loss_mel: 19.00002670288086 (19.18322955860811) | > loss_duration: 2.3381659984588623 (2.2895459287306843) | > loss_1: 31.5091552734375 (34.001658495734716)  --> STEP: 18 | > loss_disc: 2.0754852294921875 (2.365923351711697) | > loss_disc_real_0: 0.09189377725124359 (0.10942733515467909) | > loss_disc_real_1: 0.18441711366176605 (0.22366278701358372) | > loss_disc_real_2: 0.1937824934720993 (0.22040270475877655) | > loss_disc_real_3: 0.19254547357559204 (0.2347061468495263) | > loss_disc_real_4: 0.17602965235710144 (0.25133271515369415) | > loss_disc_real_5: 0.20568053424358368 (0.2512003067466948) | > loss_0: 2.0754852294921875 (2.365923351711697) | > loss_gen: 2.7343761920928955 (2.5260598262151084) | > loss_kl: 3.0639026165008545 (2.473967360125647) | > loss_feat: 8.698019981384277 (7.638156758414374) | > loss_mel: 19.705533981323242 (19.212246470981174) | > loss_duration: 2.2195558547973633 (2.285657591289944) | > loss_1: 36.42138671875 (34.136087841457794)  --> STEP: 19 | > loss_disc: 2.6006171703338623 (2.378275657954969) | > loss_disc_real_0: 0.15057624876499176 (0.1115930674499587) | > loss_disc_real_1: 0.19399897754192352 (0.22210153388349632) | > loss_disc_real_2: 0.19932188093662262 (0.2192931877155053) | > loss_disc_real_3: 0.27852770686149597 (0.2370125447448931) | > loss_disc_real_4: 0.2738915979862213 (0.25252002477645874) | > loss_disc_real_5: 0.24984289705753326 (0.2511288641314757) | > loss_0: 2.6006171703338623 (2.378275657954969) | > loss_gen: 2.118945837020874 (2.504632774152254) | > loss_kl: 1.9815623760223389 (2.4480513083307365) | > loss_feat: 7.857025146484375 (7.6496761472601635) | > loss_mel: 16.323286056518555 (19.060195922851562) | > loss_duration: 2.3119866847991943 (2.287043333053589) | > loss_1: 30.592805862426758 (33.94959931624563)  --> STEP: 20 | > loss_disc: 2.2798619270324707 (2.373354971408844) | > loss_disc_real_0: 0.04909840598702431 (0.10846833437681198) | > loss_disc_real_1: 0.1992984563112259 (0.2209613800048828) | > loss_disc_real_2: 0.3020155429840088 (0.22342930547893047) | > loss_disc_real_3: 0.31242066621780396 (0.24078295081853868) | > loss_disc_real_4: 0.23294751346111298 (0.25154139921069146) | > loss_disc_real_5: 0.2119865119457245 (0.24917174652218818) | > loss_0: 2.2798619270324707 (2.373354971408844) | > loss_gen: 2.5009260177612305 (2.5044474363327027) | > loss_kl: 2.224285125732422 (2.436862999200821) | > loss_feat: 7.576513290405273 (7.646018004417419) | > loss_mel: 20.451181411743164 (19.129745197296142) | > loss_duration: 2.3305623531341553 (2.289219284057617) | > loss_1: 35.08346939086914 (34.00629281997681)  --> STEP: 21 | > loss_disc: 2.344331979751587 (2.37197292418707) | > loss_disc_real_0: 0.13283318281173706 (0.10962856525466555) | > loss_disc_real_1: 0.2273160219192505 (0.22126398200080508) | > loss_disc_real_2: 0.23614147305488586 (0.22403464679207122) | > loss_disc_real_3: 0.24736125767230988 (0.2410962035258611) | > loss_disc_real_4: 0.2147369235754013 (0.24978880513282048) | > loss_disc_real_5: 0.20249752700328827 (0.2469491646403358) | > loss_0: 2.344331979751587 (2.37197292418707) | > loss_gen: 2.506929874420166 (2.504565647670201) | > loss_kl: 2.5389583110809326 (2.4417246807189215) | > loss_feat: 6.866886615753174 (7.608916509719122) | > loss_mel: 16.16146469116211 (18.988398506527854) | > loss_duration: 2.11330509185791 (2.280842417762393) | > loss_1: 30.187545776367188 (33.824447722662065)  --> STEP: 22 | > loss_disc: 2.101155996322632 (2.3596630638295952) | > loss_disc_real_0: 0.08631967753171921 (0.108569070358168) | > loss_disc_real_1: 0.1778165102005005 (0.21928909691897305) | > loss_disc_real_2: 0.147141695022583 (0.22053951262073082) | > loss_disc_real_3: 0.23469074070453644 (0.24080504612489181) | > loss_disc_real_4: 0.21365675330162048 (0.24814643914049322) | > loss_disc_real_5: 0.2024472951889038 (0.24492635239254346) | > loss_0: 2.101155996322632 (2.3596630638295952) | > loss_gen: 2.6224944591522217 (2.509926048192111) | > loss_kl: 2.134856939315796 (2.4277761470187795) | > loss_feat: 7.900069713592529 (7.622150746258822) | > loss_mel: 20.514982223510742 (19.05778867548162) | > loss_duration: 2.147428512573242 (2.2747781493447046) | > loss_1: 35.31983184814453 (33.89241972836581)  --> STEP: 23 | > loss_disc: 2.3443379402160645 (2.358996754107268) | > loss_disc_real_0: 0.12348627299070358 (0.10921764438566954) | > loss_disc_real_1: 0.21276620030403137 (0.21900549271832342) | > loss_disc_real_2: 0.19576163589954376 (0.21946221363285315) | > loss_disc_real_3: 0.18771715462207794 (0.23849687692911728) | > loss_disc_real_4: 0.2297646701335907 (0.24734723179236703) | > loss_disc_real_5: 0.20592501759529114 (0.24323064218396725) | > loss_0: 2.3443379402160645 (2.358996754107268) | > loss_gen: 2.249345541000366 (2.4985964609229048) | > loss_kl: 2.777282238006592 (2.4429720640182495) | > loss_feat: 10.874734878540039 (7.7635674476623535) | > loss_mel: 18.7678279876709 (19.045181689055067) | > loss_duration: 2.2626688480377197 (2.2742516579835312) | > loss_1: 36.93185806274414 (34.02456922116487)  --> STEP: 24 | > loss_disc: 2.3985280990600586 (2.360643893480301) | > loss_disc_real_0: 0.12839928269386292 (0.1100168793151776) | > loss_disc_real_1: 0.26697736978530884 (0.2210043209294478) | > loss_disc_real_2: 0.20246031880378723 (0.2187538013483087) | > loss_disc_real_3: 0.23572991788387299 (0.23838158696889877) | > loss_disc_real_4: 0.20780470967292786 (0.24569962670405707) | > loss_disc_real_5: 0.23334519565105438 (0.24281874857842922) | > loss_0: 2.3985280990600586 (2.360643893480301) | > loss_gen: 2.465132236480713 (2.4972021182378135) | > loss_kl: 2.3468353748321533 (2.4389663686354957) | > loss_feat: 6.565012454986572 (7.713627656300862) | > loss_mel: 18.621463775634766 (19.027526775995888) | > loss_duration: 2.461150884628296 (2.2820391257603965) | > loss_1: 32.4595947265625 (33.959361950556435)  --> STEP: 25 | > loss_disc: 2.994081497192383 (2.3859813976287843) | > loss_disc_real_0: 0.22772109508514404 (0.11472504794597625) | > loss_disc_real_1: 0.22201484441757202 (0.22104474186897277) | > loss_disc_real_2: 0.2537585198879242 (0.22015399008989334) | > loss_disc_real_3: 0.34702715277671814 (0.24272740960121156) | > loss_disc_real_4: 0.3659909963607788 (0.2505112814903259) | > loss_disc_real_5: 0.37103962898254395 (0.2479475837945938) | > loss_0: 2.994081497192383 (2.3859813976287843) | > loss_gen: 2.496717929840088 (2.497182750701904) | > loss_kl: 2.798386573791504 (2.4533431768417358) | > loss_feat: 6.857975006103516 (7.679401550292969) | > loss_mel: 17.31351661682129 (18.958966369628904) | > loss_duration: 2.3371548652648926 (2.2842437553405763) | > loss_1: 31.80375099182129 (33.87313751220703)  --> STEP: 26 | > loss_disc: 2.346831798553467 (2.384475643818195) | > loss_disc_real_0: 0.09364908933639526 (0.11391443415330006) | > loss_disc_real_1: 0.17260189354419708 (0.21918155539494294) | > loss_disc_real_2: 0.14624272286891937 (0.2173112490429328) | > loss_disc_real_3: 0.14207345247268677 (0.23885610355780676) | > loss_disc_real_4: 0.09581468999385834 (0.24456141258661562) | > loss_disc_real_5: 0.12218555063009262 (0.24311058251903608) | > loss_0: 2.346831798553467 (2.384475643818195) | > loss_gen: 1.8456437587738037 (2.4721235587046695) | > loss_kl: 2.3200807571411133 (2.4482176991609426) | > loss_feat: 13.7514066696167 (7.912940208728497) | > loss_mel: 18.06639862060547 (18.92463684082031) | > loss_duration: 2.322146415710449 (2.285701549970187) | > loss_1: 38.3056755065918 (34.04361974276029) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024443956521841203 (+8.662847372201826e-05) | > avg_loss_disc: 2.384475643818195 (+0.035535693168638804) | > avg_loss_disc_real_0: 0.11391443415330006 (-0.005400370663175225) | > avg_loss_disc_real_1: 0.21918155539494294 (-0.0787825727692017) | > avg_loss_disc_real_2: 0.2173112490429328 (+0.021653243842033237) | > avg_loss_disc_real_3: 0.23885610355780676 (+0.014427926104802369) | > avg_loss_disc_real_4: 0.24456141258661562 (+0.061666436206835956) | > avg_loss_disc_real_5: 0.24311058251903608 (+0.0283993809269025) | > avg_loss_0: 2.384475643818195 (+0.035535693168638804) | > avg_loss_gen: 2.4721235587046695 (-0.015521420882298465) | > avg_loss_kl: 2.4482176991609426 (+0.1452193947938767) | > avg_loss_feat: 7.912940208728497 (+0.7282882286952086) | > avg_loss_mel: 18.92463684082031 (-0.1550011268028939) | > avg_loss_duration: 2.285701549970187 (-0.007116079330444336) | > avg_loss_1: 34.04361974276029 (+0.6958687122051543)  > EPOCH: 234/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:13:26)   --> TIME: 2024-06-11 01:13:28 -- STEP: 4/330 -- GLOBAL_STEP: 165225 | > loss_disc: 2.343175172805786 (2.347671866416931) | > loss_disc_real_0: 0.08325773477554321 (0.08323425427079201) | > loss_disc_real_1: 0.16325466334819794 (0.18823428452014923) | > loss_disc_real_2: 0.17911769449710846 (0.20797012746334076) | > loss_disc_real_3: 0.2165389358997345 (0.23648914694786072) | > loss_disc_real_4: 0.22566503286361694 (0.23920032009482384) | > loss_disc_real_5: 0.23636925220489502 (0.2344050407409668) | > loss_0: 2.343175172805786 (2.347671866416931) | > grad_norm_0: tensor(12.3355, device='cuda:0') (tensor(10.5815, device='cuda:0')) | > loss_gen: 2.4348888397216797 (2.4943624138832092) | > loss_kl: 2.004375696182251 (1.8081243336200714) | > loss_feat: 6.445916652679443 (6.731537580490112) | > loss_mel: 18.76813507080078 (19.242640018463135) | > loss_duration: 2.2949676513671875 (2.2946563959121704) | > loss_1: 31.948284149169922 (32.571319580078125) | > grad_norm_1: tensor(121.3873, device='cuda:0') (tensor(111.3851, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3562 (0.4180973768234253) | > loader_time: 0.003 (0.003215312957763672)  --> TIME: 2024-06-11 01:13:37 -- STEP: 29/330 -- GLOBAL_STEP: 165250 | > loss_disc: 2.2488348484039307 (2.305675925879643) | > loss_disc_real_0: 0.07939091324806213 (0.10419814545532753) | > loss_disc_real_1: 0.19084763526916504 (0.19853900116065454) | > loss_disc_real_2: 0.19677267968654633 (0.21410546169198794) | > loss_disc_real_3: 0.20799051225185394 (0.22687891588128847) | > loss_disc_real_4: 0.21914352476596832 (0.22295546480293932) | > loss_disc_real_5: 0.20311008393764496 (0.2172924454869895) | > loss_0: 2.2488348484039307 (2.305675925879643) | > grad_norm_0: tensor(18.9718, device='cuda:0') (tensor(17.6137, device='cuda:0')) | > loss_gen: 2.5354373455047607 (2.5469126290288466) | > loss_kl: 1.8184953927993774 (1.8307339898471175) | > loss_feat: 7.648247241973877 (7.189042025598987) | > loss_mel: 19.75179672241211 (19.010601372554383) | > loss_duration: 2.0369021892547607 (2.1111068561159323) | > loss_1: 33.79087829589844 (32.688396848481275) | > grad_norm_1: tensor(265.8763, device='cuda:0') (tensor(201.2719, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3544 (0.3666005052369216) | > loader_time: 0.0031 (0.0031827811537117794)  --> TIME: 2024-06-11 01:13:46 -- STEP: 54/330 -- GLOBAL_STEP: 165275 | > loss_disc: 2.276186466217041 (2.305151003378409) | > loss_disc_real_0: 0.07947742193937302 (0.1056332272235994) | > loss_disc_real_1: 0.20964059233665466 (0.19966725370398275) | > loss_disc_real_2: 0.24904796481132507 (0.2145942708960286) | > loss_disc_real_3: 0.22131145000457764 (0.22571263821036727) | > loss_disc_real_4: 0.19929750263690948 (0.22357642540225275) | > loss_disc_real_5: 0.1973048448562622 (0.2176181066919256) | > loss_0: 2.276186466217041 (2.305151003378409) | > grad_norm_0: tensor(9.7193, device='cuda:0') (tensor(20.6596, device='cuda:0')) | > loss_gen: 2.470402717590332 (2.5599819465919786) | > loss_kl: 1.584689736366272 (1.8244559742786266) | > loss_feat: 7.654524326324463 (7.2960184415181475) | > loss_mel: 19.711729049682617 (18.98846643942374) | > loss_duration: 2.032982349395752 (2.0772693488332945) | > loss_1: 33.45432662963867 (32.746192155060946) | > grad_norm_1: tensor(121.9008, device='cuda:0') (tensor(233.3333, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3579 (0.361935262326841) | > loader_time: 0.0034 (0.0033054175200285733)  --> TIME: 2024-06-11 01:13:56 -- STEP: 79/330 -- GLOBAL_STEP: 165300 | > loss_disc: 2.273998260498047 (2.2982252489162396) | > loss_disc_real_0: 0.12738493084907532 (0.10726703892025767) | > loss_disc_real_1: 0.176076740026474 (0.1985637173999714) | > loss_disc_real_2: 0.23462696373462677 (0.21478823695001723) | > loss_disc_real_3: 0.23919887840747833 (0.22480322816703893) | > loss_disc_real_4: 0.23520614206790924 (0.22185284691520885) | > loss_disc_real_5: 0.17109255492687225 (0.21542459443400172) | > loss_0: 2.273998260498047 (2.2982252489162396) | > grad_norm_0: tensor(33.7172, device='cuda:0') (tensor(21.9952, device='cuda:0')) | > loss_gen: 2.667840003967285 (2.5638493073137503) | > loss_kl: 1.713801622390747 (1.820864031586466) | > loss_feat: 7.660686492919922 (7.357458144803591) | > loss_mel: 19.279674530029297 (18.975134330459785) | > loss_duration: 1.9731680154800415 (2.0624683069277396) | > loss_1: 33.295169830322266 (32.77977419503128) | > grad_norm_1: tensor(411.9837, device='cuda:0') (tensor(261.8786, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3677 (0.3603809875778005) | > loader_time: 0.0036 (0.0034056494507608533)  --> TIME: 2024-06-11 01:14:05 -- STEP: 104/330 -- GLOBAL_STEP: 165325 | > loss_disc: 2.3624625205993652 (2.2982630935999064) | > loss_disc_real_0: 0.15317043662071228 (0.10804496232706767) | > loss_disc_real_1: 0.19476017355918884 (0.19782471771423632) | > loss_disc_real_2: 0.2670469582080841 (0.21449796325312212) | > loss_disc_real_3: 0.21653097867965698 (0.22478030263804472) | > loss_disc_real_4: 0.2189767062664032 (0.22213542404083106) | > loss_disc_real_5: 0.22266970574855804 (0.21466260990844319) | > loss_0: 2.3624625205993652 (2.2982630935999064) | > grad_norm_0: tensor(38.0635, device='cuda:0') (tensor(22.5655, device='cuda:0')) | > loss_gen: 2.7689623832702637 (2.5688753036352314) | > loss_kl: 1.7521378993988037 (1.8117463485552714) | > loss_feat: 7.68056058883667 (7.36802817766483) | > loss_mel: 19.36688232421875 (18.976540675530057) | > loss_duration: 2.1101956367492676 (2.06013557085624) | > loss_1: 33.67873764038086 (32.78532616908735) | > grad_norm_1: tensor(176.3514, device='cuda:0') (tensor(277.9043, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3638 (0.3610762907908513) | > loader_time: 0.0037 (0.0034932769261873686)  --> TIME: 2024-06-11 01:14:14 -- STEP: 129/330 -- GLOBAL_STEP: 165350 | > loss_disc: 2.346405029296875 (2.304811433304188) | > loss_disc_real_0: 0.09505418688058853 (0.10978870405707249) | > loss_disc_real_1: 0.18925534188747406 (0.19747398089068804) | > loss_disc_real_2: 0.2192593216896057 (0.21601073004940682) | > loss_disc_real_3: 0.23018412292003632 (0.22609824046146038) | > loss_disc_real_4: 0.25107601284980774 (0.22241766635299653) | > loss_disc_real_5: 0.24149072170257568 (0.21534193243629246) | > loss_0: 2.346405029296875 (2.304811433304188) | > grad_norm_0: tensor(11.2837, device='cuda:0') (tensor(24.5925, device='cuda:0')) | > loss_gen: 2.541031837463379 (2.569365998571234) | > loss_kl: 1.785566806793213 (1.8029230029083962) | > loss_feat: 6.66206169128418 (7.380304477011511) | > loss_mel: 18.92291259765625 (18.991192588510433) | > loss_duration: 2.0326638221740723 (2.059686071188875) | > loss_1: 31.94423484802246 (32.80347216406534) | > grad_norm_1: tensor(166.9692, device='cuda:0') (tensor(278.0549, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.369 (0.36239884620489077) | > loader_time: 0.0043 (0.003592134446136711)  --> TIME: 2024-06-11 01:14:24 -- STEP: 154/330 -- GLOBAL_STEP: 165375 | > loss_disc: 2.3942933082580566 (2.30324822432035) | > loss_disc_real_0: 0.15884451568126678 (0.11060044479060482) | > loss_disc_real_1: 0.20677103102207184 (0.19660202471853852) | > loss_disc_real_2: 0.2056303322315216 (0.21576539543154952) | > loss_disc_real_3: 0.24703940749168396 (0.22529208931055936) | > loss_disc_real_4: 0.24417240917682648 (0.22179812618664332) | > loss_disc_real_5: 0.24676468968391418 (0.21481363746252927) | > loss_0: 2.3942933082580566 (2.30324822432035) | > grad_norm_0: tensor(26.3618, device='cuda:0') (tensor(23.9901, device='cuda:0')) | > loss_gen: 2.6380422115325928 (2.5711397644761322) | > loss_kl: 1.7296141386032104 (1.805691311111698) | > loss_feat: 7.476741313934326 (7.380123708155248) | > loss_mel: 18.86497688293457 (18.98029350924801) | > loss_duration: 2.07096004486084 (2.0605868952614927) | > loss_1: 32.78033447265625 (32.79783515187053) | > grad_norm_1: tensor(92.5193, device='cuda:0') (tensor(273.7815, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3717 (0.36395236578854645) | > loader_time: 0.0049 (0.0037057941610162907)  --> TIME: 2024-06-11 01:14:34 -- STEP: 179/330 -- GLOBAL_STEP: 165400 | > loss_disc: 2.2504701614379883 (2.3084697963139207) | > loss_disc_real_0: 0.11790740489959717 (0.11245718128021868) | > loss_disc_real_1: 0.2202407717704773 (0.19760670075869427) | > loss_disc_real_2: 0.21829240024089813 (0.21601001785121152) | > loss_disc_real_3: 0.20966684818267822 (0.22541561281547867) | > loss_disc_real_4: 0.20579618215560913 (0.22129944824306658) | > loss_disc_real_5: 0.22148744761943817 (0.21448942169796822) | > loss_0: 2.2504701614379883 (2.3084697963139207) | > grad_norm_0: tensor(12.4050, device='cuda:0') (tensor(23.7497, device='cuda:0')) | > loss_gen: 2.655193567276001 (2.560534811552677) | > loss_kl: 1.9010388851165771 (1.8030392351097235) | > loss_feat: 8.009994506835938 (7.361230479938358) | > loss_mel: 18.898523330688477 (18.969141123681087) | > loss_duration: 2.106266975402832 (2.0657009745443333) | > loss_1: 33.57101821899414 (32.759646612838665) | > grad_norm_1: tensor(362.6207, device='cuda:0') (tensor(274.1971, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3776 (0.3665865759609796) | > loader_time: 0.0044 (0.0038213383552082422)  --> TIME: 2024-06-11 01:14:44 -- STEP: 204/330 -- GLOBAL_STEP: 165425 | > loss_disc: 2.381091833114624 (2.306635566786224) | > loss_disc_real_0: 0.1718534529209137 (0.11333828927109055) | > loss_disc_real_1: 0.22094732522964478 (0.1972164690640627) | > loss_disc_real_2: 0.19130651652812958 (0.21641611979872571) | > loss_disc_real_3: 0.19512911140918732 (0.22563869250463506) | > loss_disc_real_4: 0.20967994630336761 (0.22156557462671223) | > loss_disc_real_5: 0.21083369851112366 (0.214072688099216) | > loss_0: 2.381091833114624 (2.306635566786224) | > grad_norm_0: tensor(41.1007, device='cuda:0') (tensor(24.5114, device='cuda:0')) | > loss_gen: 2.4384589195251465 (2.5676116113569227) | > loss_kl: 2.0055482387542725 (1.803214086037056) | > loss_feat: 8.634760856628418 (7.402610517015644) | > loss_mel: 18.881574630737305 (18.954489614449276) | > loss_duration: 2.064093828201294 (2.0716577078781873) | > loss_1: 34.024436950683594 (32.79958356595509) | > grad_norm_1: tensor(506.0746, device='cuda:0') (tensor(284.2716, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.3923 (0.36965952667535507) | > loader_time: 0.0047 (0.003941299868564979)  --> TIME: 2024-06-11 01:14:54 -- STEP: 229/330 -- GLOBAL_STEP: 165450 | > loss_disc: 2.369828701019287 (2.303229641185578) | > loss_disc_real_0: 0.1099698394536972 (0.11341572035608333) | > loss_disc_real_1: 0.19576628506183624 (0.19810994847893193) | > loss_disc_real_2: 0.21198180317878723 (0.2158344324889662) | > loss_disc_real_3: 0.22600507736206055 (0.22553302061349545) | > loss_disc_real_4: 0.22393573820590973 (0.22050452746418367) | > loss_disc_real_5: 0.1983441412448883 (0.2135148401083384) | > loss_0: 2.369828701019287 (2.303229641185578) | > grad_norm_0: tensor(28.7679, device='cuda:0') (tensor(25.5695, device='cuda:0')) | > loss_gen: 2.488983154296875 (2.569806431058193) | > loss_kl: 1.860913872718811 (1.8022510750324965) | > loss_feat: 7.398937225341797 (7.41263845810203) | > loss_mel: 18.715620040893555 (18.913610816522436) | > loss_duration: 2.1726937294006348 (2.0784459926155456) | > loss_1: 32.637149810791016 (32.776752821743244) | > grad_norm_1: tensor(304.8365, device='cuda:0') (tensor(295.0614, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.4096 (0.3727402405967878) | > loader_time: 0.006 (0.004071942583442254)  --> TIME: 2024-06-11 01:15:04 -- STEP: 254/330 -- GLOBAL_STEP: 165475 | > loss_disc: 2.231433868408203 (2.3010140685584606) | > loss_disc_real_0: 0.05854276940226555 (0.1131367070497725) | > loss_disc_real_1: 0.22100506722927094 (0.1982583613024922) | > loss_disc_real_2: 0.2516084313392639 (0.2157288389647101) | > loss_disc_real_3: 0.21099980175495148 (0.2250249615217757) | > loss_disc_real_4: 0.20408636331558228 (0.22014078497886658) | > loss_disc_real_5: 0.2128877192735672 (0.21324531000664854) | > loss_0: 2.231433868408203 (2.3010140685584606) | > grad_norm_0: tensor(26.3503, device='cuda:0') (tensor(27.1182, device='cuda:0')) | > loss_gen: 2.910295009613037 (2.576269823735155) | > loss_kl: 1.7900384664535522 (1.797227839785298) | > loss_feat: 8.351639747619629 (7.437100188938651) | > loss_mel: 18.9169979095459 (18.871535248643752) | > loss_duration: 2.1008543968200684 (2.084214539978448) | > loss_1: 34.06982421875 (32.76634771241917) | > grad_norm_1: tensor(613.1360, device='cuda:0') (tensor(307.5316, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.4211 (0.3770834667476142) | > loader_time: 0.0056 (0.004207067602262721)  --> TIME: 2024-06-11 01:15:16 -- STEP: 279/330 -- GLOBAL_STEP: 165500 | > loss_disc: 2.353619337081909 (2.3022498511926255) | > loss_disc_real_0: 0.09888771176338196 (0.1145317793479957) | > loss_disc_real_1: 0.23564809560775757 (0.19817058533750556) | > loss_disc_real_2: 0.2502928376197815 (0.2151835044865967) | > loss_disc_real_3: 0.24655039608478546 (0.2252883096642819) | > loss_disc_real_4: 0.2397971898317337 (0.2210205860676304) | > loss_disc_real_5: 0.22369027137756348 (0.21364143074199715) | > loss_0: 2.353619337081909 (2.3022498511926255) | > grad_norm_0: tensor(14.0989, device='cuda:0') (tensor(27.9908, device='cuda:0')) | > loss_gen: 2.4715051651000977 (2.5754868368948665) | > loss_kl: 1.863020658493042 (1.7994142488766742) | > loss_feat: 6.584475517272949 (7.438533135212451) | > loss_mel: 18.8242244720459 (18.820040713074373) | > loss_duration: 2.160912036895752 (2.09222385020239) | > loss_1: 31.904136657714844 (32.725698799215344) | > grad_norm_1: tensor(351.0894, device='cuda:0') (tensor(312.0169, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.4417 (0.3824712888314305) | > loader_time: 0.0069 (0.004367574568717709) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_165500.pth  --> TIME: 2024-06-11 01:15:33 -- STEP: 304/330 -- GLOBAL_STEP: 165525 | > loss_disc: 2.2973649501800537 (2.3047777665288827) | > loss_disc_real_0: 0.1218409538269043 (0.11511701661603231) | > loss_disc_real_1: 0.22258827090263367 (0.19863386408082756) | > loss_disc_real_2: 0.21723493933677673 (0.21525481313859163) | > loss_disc_real_3: 0.24161402881145477 (0.22541211393514746) | > loss_disc_real_4: 0.2147609293460846 (0.22107846324185007) | > loss_disc_real_5: 0.20217673480510712 (0.21379047093030645) | > loss_0: 2.2973649501800537 (2.3047777665288827) | > grad_norm_0: tensor(43.7058, device='cuda:0') (tensor(28.7227, device='cuda:0')) | > loss_gen: 2.4464330673217773 (2.5706234566475215) | > loss_kl: 1.8962798118591309 (1.8002598920935078) | > loss_feat: 8.047469139099121 (7.453810723204362) | > loss_mel: 18.95598602294922 (18.783582367395084) | > loss_duration: 2.2238097190856934 (2.1018488336550565) | > loss_1: 33.569976806640625 (32.710125289465275) | > grad_norm_1: tensor(548.0319, device='cuda:0') (tensor(319.5945, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.4871 (0.3908850017346835) | > loader_time: 0.0071 (0.0045784421657261085)  --> TIME: 2024-06-11 01:16:05 -- STEP: 329/330 -- GLOBAL_STEP: 165550 | > loss_disc: 2.7013587951660156 (2.31347147599542) | > loss_disc_real_0: 0.20792168378829956 (0.11608189656922882) | > loss_disc_real_1: 0.4198395311832428 (0.20357767440446609) | > loss_disc_real_2: 0.27875134348869324 (0.21514449864173008) | > loss_disc_real_3: 0.2183421105146408 (0.2254675574215712) | > loss_disc_real_4: 0.1368413120508194 (0.22181480353001765) | > loss_disc_real_5: 0.20153240859508514 (0.21366917679375058) | > loss_0: 2.7013587951660156 (2.31347147599542) | > grad_norm_0: tensor(23.0718, device='cuda:0') (tensor(29.3837, device='cuda:0')) | > loss_gen: 2.6704893112182617 (2.5775561122546446) | > loss_kl: 2.046987295150757 (1.8097886934106473) | > loss_feat: 13.0916109085083 (7.590913205885959) | > loss_mel: 19.635841369628906 (18.787045910727997) | > loss_duration: 2.286116123199463 (2.1149676454828152) | > loss_1: 39.731048583984375 (32.88027159856086) | > grad_norm_1: tensor(268.4658, device='cuda:0') (tensor(329.7560, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 17.5002 (0.456529010755313) | > loader_time: 0.0339 (0.005044391452360296)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.324976921081543 (2.324976921081543) | > loss_disc_real_0: 0.12557408213615417 (0.12557408213615417) | > loss_disc_real_1: 0.2095281332731247 (0.2095281332731247) | > loss_disc_real_2: 0.27591902017593384 (0.27591902017593384) | > loss_disc_real_3: 0.2988457977771759 (0.2988457977771759) | > loss_disc_real_4: 0.21992047131061554 (0.21992047131061554) | > loss_disc_real_5: 0.1787594109773636 (0.1787594109773636) | > loss_0: 2.324976921081543 (2.324976921081543) | > loss_gen: 2.5314972400665283 (2.5314972400665283) | > loss_kl: 2.024369239807129 (2.024369239807129) | > loss_feat: 7.137417793273926 (7.137417793273926) | > loss_mel: 16.81355857849121 (16.81355857849121) | > loss_duration: 2.793328285217285 (2.793328285217285) | > loss_1: 31.3001708984375 (31.3001708984375)  --> STEP: 1 | > loss_disc: 2.318584680557251 (2.318584680557251) | > loss_disc_real_0: 0.06503431499004364 (0.06503431499004364) | > loss_disc_real_1: 0.17923520505428314 (0.17923520505428314) | > loss_disc_real_2: 0.15738368034362793 (0.15738368034362793) | > loss_disc_real_3: 0.23221080005168915 (0.23221080005168915) | > loss_disc_real_4: 0.225075364112854 (0.225075364112854) | > loss_disc_real_5: 0.2692841589450836 (0.2692841589450836) | > loss_0: 2.318584680557251 (2.318584680557251) | > loss_gen: 2.3117599487304688 (2.3117599487304688) | > loss_kl: 2.1108314990997314 (2.1108314990997314) | > loss_feat: 7.334944248199463 (7.334944248199463) | > loss_mel: 20.57843589782715 (20.57843589782715) | > loss_duration: 2.3397133350372314 (2.3397133350372314) | > loss_1: 34.67568588256836 (34.67568588256836)  --> STEP: 2 | > loss_disc: 2.462900161743164 (2.3907424211502075) | > loss_disc_real_0: 0.09407302737236023 (0.07955367118120193) | > loss_disc_real_1: 0.1605990082025528 (0.16991710662841797) | > loss_disc_real_2: 0.2698960602283478 (0.21363987028598785) | > loss_disc_real_3: 0.2383144646883011 (0.23526263236999512) | > loss_disc_real_4: 0.26117831468582153 (0.24312683939933777) | > loss_disc_real_5: 0.22217890620231628 (0.24573153257369995) | > loss_0: 2.462900161743164 (2.3907424211502075) | > loss_gen: 2.395026206970215 (2.353393077850342) | > loss_kl: 1.5846383571624756 (1.8477349281311035) | > loss_feat: 5.814105987548828 (6.5745251178741455) | > loss_mel: 21.488677978515625 (21.033556938171387) | > loss_duration: 2.391160488128662 (2.3654369115829468) | > loss_1: 33.673606872558594 (34.17464637756348)  --> STEP: 3 | > loss_disc: 2.1976606845855713 (2.3263818422953286) | > loss_disc_real_0: 0.15393616259098053 (0.10434783498446147) | > loss_disc_real_1: 0.18061500787734985 (0.17348307371139526) | > loss_disc_real_2: 0.142690047621727 (0.1899899293979009) | > loss_disc_real_3: 0.2976406216621399 (0.2560552954673767) | > loss_disc_real_4: 0.24010559916496277 (0.24211975932121277) | > loss_disc_real_5: 0.2296568751335144 (0.24037331342697144) | > loss_0: 2.1976606845855713 (2.3263818422953286) | > loss_gen: 2.7771010398864746 (2.4946290651957193) | > loss_kl: 2.625803232192993 (2.107091029485067) | > loss_feat: 8.850677490234375 (7.333242575327556) | > loss_mel: 19.068485260009766 (20.378533045450848) | > loss_duration: 2.236398696899414 (2.3224241733551025) | > loss_1: 35.55846405029297 (34.635918935139976)  --> STEP: 4 | > loss_disc: 2.4533302783966064 (2.358118951320648) | > loss_disc_real_0: 0.15306153893470764 (0.11652626097202301) | > loss_disc_real_1: 0.25136470794677734 (0.19295348227024078) | > loss_disc_real_2: 0.1853681206703186 (0.18883447721600533) | > loss_disc_real_3: 0.27381113171577454 (0.26049425452947617) | > loss_disc_real_4: 0.19489416480064392 (0.23031336069107056) | > loss_disc_real_5: 0.2357635796070099 (0.23922087997198105) | > loss_0: 2.4533302783966064 (2.358118951320648) | > loss_gen: 2.374964475631714 (2.464712917804718) | > loss_kl: 2.6487250328063965 (2.242499530315399) | > loss_feat: 5.149561405181885 (6.787322282791138) | > loss_mel: 17.454315185546875 (19.647478580474854) | > loss_duration: 2.274303913116455 (2.3103941082954407) | > loss_1: 29.90186882019043 (33.45240640640259)  --> STEP: 5 | > loss_disc: 2.347460985183716 (2.3559873580932615) | > loss_disc_real_0: 0.11738735437393188 (0.11669847965240479) | > loss_disc_real_1: 0.21917149424552917 (0.19819708466529845) | > loss_disc_real_2: 0.21899829804897308 (0.19486724138259887) | > loss_disc_real_3: 0.20286241173744202 (0.24896788597106934) | > loss_disc_real_4: 0.22340933978557587 (0.22893255650997163) | > loss_disc_real_5: 0.218655526638031 (0.23510780930519104) | > loss_0: 2.347460985183716 (2.3559873580932615) | > loss_gen: 2.1962544918060303 (2.4110212326049805) | > loss_kl: 2.0110299587249756 (2.1962056159973145) | > loss_feat: 5.462062358856201 (6.52227029800415) | > loss_mel: 18.898813247680664 (19.497745513916016) | > loss_duration: 2.3771324157714844 (2.3237417697906495) | > loss_1: 30.945293426513672 (32.9509838104248)  --> STEP: 6 | > loss_disc: 2.217292070388794 (2.3328714768091836) | > loss_disc_real_0: 0.13104484975337982 (0.11908954133590062) | > loss_disc_real_1: 0.16775541007518768 (0.19312347223361334) | > loss_disc_real_2: 0.2051767110824585 (0.19658548633257547) | > loss_disc_real_3: 0.2867252230644226 (0.25526077548662823) | > loss_disc_real_4: 0.25861623883247375 (0.2338798368970553) | > loss_disc_real_5: 0.1916247457265854 (0.2278606320420901) | > loss_0: 2.217292070388794 (2.3328714768091836) | > loss_gen: 2.606658935546875 (2.4436275164286294) | > loss_kl: 2.1606647968292236 (2.190282146135966) | > loss_feat: 6.4382829666137695 (6.508272409439087) | > loss_mel: 19.79557228088379 (19.547383308410645) | > loss_duration: 2.1724443435668945 (2.2985255320866904) | > loss_1: 33.173622131347656 (32.98809019724528)  --> STEP: 7 | > loss_disc: 2.263150453567505 (2.322911330631801) | > loss_disc_real_0: 0.11553740501403809 (0.11858209328992027) | > loss_disc_real_1: 0.24500975012779236 (0.20053579764706747) | > loss_disc_real_2: 0.21087303757667542 (0.19862656508173263) | > loss_disc_real_3: 0.24550992250442505 (0.2538677964891706) | > loss_disc_real_4: 0.23332026600837708 (0.2337998981986727) | > loss_disc_real_5: 0.23252351582050323 (0.22852675829614913) | > loss_0: 2.263150453567505 (2.322911330631801) | > loss_gen: 2.705326795578003 (2.481013127735683) | > loss_kl: 2.479299783706665 (2.231570380074637) | > loss_feat: 7.683945178985596 (6.676225662231445) | > loss_mel: 18.580455780029297 (19.409250804356166) | > loss_duration: 2.4163146018981934 (2.3153525420597623) | > loss_1: 33.86534118652344 (33.11341176714216)  --> STEP: 8 | > loss_disc: 2.2953217029571533 (2.31946262717247) | > loss_disc_real_0: 0.21358586847782135 (0.1304575651884079) | > loss_disc_real_1: 0.19539529085159302 (0.19989323429763317) | > loss_disc_real_2: 0.21369008719921112 (0.20050950534641743) | > loss_disc_real_3: 0.2407306581735611 (0.25222565419971943) | > loss_disc_real_4: 0.17848199605941772 (0.22688516043126583) | > loss_disc_real_5: 0.21107441186904907 (0.2263452149927616) | > loss_0: 2.2953217029571533 (2.31946262717247) | > loss_gen: 2.789184093475342 (2.5195344984531403) | > loss_kl: 2.0590174198150635 (2.2100012600421906) | > loss_feat: 10.440420150756836 (7.146749973297119) | > loss_mel: 19.069093704223633 (19.3667311668396) | > loss_duration: 2.182957172393799 (2.2988031208515167) | > loss_1: 36.540672302246094 (33.54181933403015)  --> STEP: 9 | > loss_disc: 1.963479995727539 (2.2799090014563665) | > loss_disc_real_0: 0.08039325475692749 (0.12489486402935451) | > loss_disc_real_1: 0.1787954717874527 (0.19754903846316868) | > loss_disc_real_2: 0.17541037499904633 (0.1977207130855984) | > loss_disc_real_3: 0.20752167701721191 (0.24725854562388527) | > loss_disc_real_4: 0.1775674968957901 (0.2214054200384352) | > loss_disc_real_5: 0.2620634138584137 (0.23031390375561184) | > loss_0: 1.963479995727539 (2.2799090014563665) | > loss_gen: 2.7686166763305664 (2.5472102959950766) | > loss_kl: 2.323434352874756 (2.2226049370235867) | > loss_feat: 9.622153282165527 (7.421794785393609) | > loss_mel: 21.673368453979492 (19.623024198744034) | > loss_duration: 2.069235324859619 (2.273295587963528) | > loss_1: 38.456809997558594 (34.08792940775553)  --> STEP: 10 | > loss_disc: 2.1306936740875244 (2.2649874687194824) | > loss_disc_real_0: 0.12389232218265533 (0.1247946098446846) | > loss_disc_real_1: 0.14470981061458588 (0.1922651156783104) | > loss_disc_real_2: 0.19939102232456207 (0.19788774400949477) | > loss_disc_real_3: 0.22457163035869598 (0.24498985409736634) | > loss_disc_real_4: 0.22677220404148102 (0.22194209843873977) | > loss_disc_real_5: 0.16237692534923553 (0.2235202059149742) | > loss_0: 2.1306936740875244 (2.2649874687194824) | > loss_gen: 2.483656167984009 (2.54085488319397) | > loss_kl: 1.8872207403182983 (2.1890665173530577) | > loss_feat: 5.51678466796875 (7.231293773651123) | > loss_mel: 16.86777687072754 (19.347499465942384) | > loss_duration: 2.327073097229004 (2.2786733388900755) | > loss_1: 29.08251190185547 (33.58738765716553)  --> STEP: 11 | > loss_disc: 2.2647242546081543 (2.264963540163907) | > loss_disc_real_0: 0.0923200324177742 (0.12184237553314729) | > loss_disc_real_1: 0.2942821681499481 (0.201539393175732) | > loss_disc_real_2: 0.23325449228286743 (0.20110290294343774) | > loss_disc_real_3: 0.31187108159065247 (0.2510699656876651) | > loss_disc_real_4: 0.2727630138397217 (0.22656218165701086) | > loss_disc_real_5: 0.19548411667346954 (0.22097147052938287) | > loss_0: 2.2647242546081543 (2.264963540163907) | > loss_gen: 2.887190341949463 (2.5723399248990146) | > loss_kl: 2.8919365406036377 (2.2529637921940195) | > loss_feat: 6.281880855560303 (7.14498350837014) | > loss_mel: 19.42222785949707 (19.354292956265535) | > loss_duration: 2.4088096618652344 (2.290503913705999) | > loss_1: 33.89204406738281 (33.61508369445801)  --> STEP: 12 | > loss_disc: 2.418023109436035 (2.277718504269918) | > loss_disc_real_0: 0.0690087080001831 (0.11743956990540028) | > loss_disc_real_1: 0.2703213393688202 (0.20727122202515602) | > loss_disc_real_2: 0.22376906871795654 (0.20299175009131432) | > loss_disc_real_3: 0.25115591287612915 (0.25107712795337045) | > loss_disc_real_4: 0.22821387648582458 (0.22669982289274535) | > loss_disc_real_5: 0.2914961874485016 (0.22684853027264276) | > loss_0: 2.418023109436035 (2.277718504269918) | > loss_gen: 2.733093738555908 (2.585736076037089) | > loss_kl: 1.9276536703109741 (2.2258546153704324) | > loss_feat: 6.584138870239258 (7.098246455192566) | > loss_mel: 19.87949562072754 (19.398059844970703) | > loss_duration: 2.252300500869751 (2.287320295969645) | > loss_1: 33.37668228149414 (33.59521691004435)  --> STEP: 13 | > loss_disc: 2.5275063514709473 (2.296932954054612) | > loss_disc_real_0: 0.1429491937160492 (0.11940184866006558) | > loss_disc_real_1: 0.19483917951583862 (0.20631491106290084) | > loss_disc_real_2: 0.26983529329299927 (0.20813356110682854) | > loss_disc_real_3: 0.27961626648902893 (0.25327244630226725) | > loss_disc_real_4: 0.32890841364860535 (0.23456202218165764) | > loss_disc_real_5: 0.2675083875656128 (0.22997621160287124) | > loss_0: 2.5275063514709473 (2.296932954054612) | > loss_gen: 2.529890298843384 (2.5814402470221887) | > loss_kl: 2.0677490234375 (2.213692646760207) | > loss_feat: 5.433348178863525 (6.970177357013409) | > loss_mel: 19.137651443481445 (19.37802842947153) | > loss_duration: 2.150404930114746 (2.2767883447500377) | > loss_1: 31.319042205810547 (33.420126548180214)  --> STEP: 14 | > loss_disc: 2.342998743057251 (2.3002233675548007) | > loss_disc_real_0: 0.13015703856945038 (0.12017007651073593) | > loss_disc_real_1: 0.1480468511581421 (0.2021529067839895) | > loss_disc_real_2: 0.20377466082572937 (0.20782221108675003) | > loss_disc_real_3: 0.21187470853328705 (0.2503154650330544) | > loss_disc_real_4: 0.25854548811912537 (0.23627512689147676) | > loss_disc_real_5: 0.2940070629119873 (0.23454984383923666) | > loss_0: 2.342998743057251 (2.3002233675548007) | > loss_gen: 2.4710021018981934 (2.5735518080847606) | > loss_kl: 3.1525118350982666 (2.2807511602129256) | > loss_feat: 6.985355377197266 (6.971261501312256) | > loss_mel: 19.45835304260254 (19.38376590183803) | > loss_duration: 2.4168782234191895 (2.286794764654977) | > loss_1: 34.484100341796875 (33.496124676295686)  --> STEP: 15 | > loss_disc: 2.409243583679199 (2.3074913819630942) | > loss_disc_real_0: 0.18977776169776917 (0.12481058885653813) | > loss_disc_real_1: 0.2921201288700104 (0.20815072158972422) | > loss_disc_real_2: 0.1695062518119812 (0.20526781380176545) | > loss_disc_real_3: 0.22887593507766724 (0.2488861630360286) | > loss_disc_real_4: 0.24598656594753265 (0.2369225561618805) | > loss_disc_real_5: 0.3013248145580292 (0.23900150855382282) | > loss_0: 2.409243583679199 (2.3074913819630942) | > loss_gen: 3.157731056213379 (2.612497091293335) | > loss_kl: 3.034022092819214 (2.330969222386678) | > loss_feat: 7.850029945373535 (7.029846064249674) | > loss_mel: 18.496505737304688 (19.324615224202475) | > loss_duration: 2.3777408599853516 (2.292857837677002) | > loss_1: 34.91603088378906 (33.59078509012858)  --> STEP: 16 | > loss_disc: 2.5056324005126953 (2.319875195622444) | > loss_disc_real_0: 0.13888144493103027 (0.1256900173611939) | > loss_disc_real_1: 0.3258036971092224 (0.21550403255969286) | > loss_disc_real_2: 0.28481683135032654 (0.2102396273985505) | > loss_disc_real_3: 0.22076883912086487 (0.24712883029133087) | > loss_disc_real_4: 0.23084329068660736 (0.23654260206967592) | > loss_disc_real_5: 0.2579605281352997 (0.24018644727766514) | > loss_0: 2.5056324005126953 (2.319875195622444) | > loss_gen: 2.9505605697631836 (2.6336260586977005) | > loss_kl: 2.161928176879883 (2.3204041570425034) | > loss_feat: 8.8554105758667 (7.1439438462257385) | > loss_mel: 16.15677261352539 (19.126625061035156) | > loss_duration: 2.304871082305908 (2.2936086654663086) | > loss_1: 32.429542541503906 (33.51820743083954)  --> STEP: 17 | > loss_disc: 2.2924399375915527 (2.3182613569147446) | > loss_disc_real_0: 0.13175565004348755 (0.12604681928368175) | > loss_disc_real_1: 0.18766063451766968 (0.21386618561604442) | > loss_disc_real_2: 0.18329718708992004 (0.20865477796863108) | > loss_disc_real_3: 0.27455082535743713 (0.24874188882463125) | > loss_disc_real_4: 0.23397690057754517 (0.23639167845249176) | > loss_disc_real_5: 0.19423221051692963 (0.23748325687997482) | > loss_0: 2.2924399375915527 (2.3182613569147446) | > loss_gen: 2.3961925506591797 (2.619659381754258) | > loss_kl: 2.0256009101867676 (2.3030627895804012) | > loss_feat: 6.781326770782471 (7.122613430023193) | > loss_mel: 18.371257781982422 (19.082191691679114) | > loss_duration: 2.3544983863830566 (2.297190413755529) | > loss_1: 31.928874969482422 (33.42471728605383)  --> STEP: 18 | > loss_disc: 2.013192653656006 (2.3013130956225925) | > loss_disc_real_0: 0.08736006170511246 (0.12389755497376125) | > loss_disc_real_1: 0.3568078577518463 (0.22180738962358898) | > loss_disc_real_2: 0.13550516963005066 (0.20459091083870995) | > loss_disc_real_3: 0.16055014729499817 (0.2438423476285405) | > loss_disc_real_4: 0.14145855605602264 (0.23111761609713236) | > loss_disc_real_5: 0.1664814054965973 (0.23353870958089828) | > loss_0: 2.013192653656006 (2.3013130956225925) | > loss_gen: 2.870579481124878 (2.633599387274848) | > loss_kl: 2.9611496925354004 (2.3396231730779014) | > loss_feat: 10.786704063415527 (7.326174020767212) | > loss_mel: 21.797489166259766 (19.233041551378037) | > loss_duration: 2.2316489219665527 (2.2935492197672525) | > loss_1: 40.64756774902344 (33.8259867562188)  --> STEP: 19 | > loss_disc: 2.5933806896209717 (2.316685074254086) | > loss_disc_real_0: 0.1694873869419098 (0.12629701981419011) | > loss_disc_real_1: 0.25681746006011963 (0.2236500249097222) | > loss_disc_real_2: 0.23549170792102814 (0.20621726857988457) | > loss_disc_real_3: 0.2907066345214844 (0.24630888904395862) | > loss_disc_real_4: 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2.6684072017669678 (2.6224380493164063) | > loss_kl: 1.6449352502822876 (2.288722389936447) | > loss_feat: 7.205697059631348 (7.2011713027954105) | > loss_mel: 19.052692413330078 (19.208381938934327) | > loss_duration: 2.321587562561035 (2.294785714149475) | > loss_1: 32.89331817626953 (33.61549882888794)  --> STEP: 21 | > loss_disc: 2.425384521484375 (2.320137160164969) | > loss_disc_real_0: 0.10340166091918945 (0.12533591474805558) | > loss_disc_real_1: 0.15946488082408905 (0.22020903016839707) | > loss_disc_real_2: 0.1951884925365448 (0.2068066213812147) | > loss_disc_real_3: 0.2863084077835083 (0.25022500966276445) | > loss_disc_real_4: 0.27321857213974 (0.2349256823460261) | > loss_disc_real_5: 0.2846848964691162 (0.2369235981078375) | > loss_0: 2.425384521484375 (2.320137160164969) | > loss_gen: 2.3996243476867676 (2.611827873048328) | > loss_kl: 2.6953747272491455 (2.3080867869513377) | > loss_feat: 5.364604949951172 (7.11371576218378) | > loss_mel: 16.748516082763672 (19.091245469592867) | > loss_duration: 2.1296558380126953 (2.2869223867143904) | > loss_1: 29.3377742767334 (33.41179765973772)  --> STEP: 22 | > loss_disc: 1.829020619392395 (2.297813681038943) | > loss_disc_real_0: 0.12879280745983124 (0.12549304623495447) | > loss_disc_real_1: 0.17054413259029388 (0.21795153482393784) | > loss_disc_real_2: 0.20941174030303955 (0.20692503587766128) | > loss_disc_real_3: 0.1754329800605774 (0.24682537195357412) | > loss_disc_real_4: 0.1703072041273117 (0.23198847879063) | > loss_disc_real_5: 0.13703839480876923 (0.23238336159424347) | > loss_0: 1.829020619392395 (2.297813681038943) | > loss_gen: 3.1889986991882324 (2.638062910600142) | > loss_kl: 2.443997859954834 (2.3142645629969514) | > loss_feat: 10.783970832824707 (7.280545538122004) | > loss_mel: 23.364269256591797 (19.285473823547363) | > loss_duration: 2.146068572998047 (2.2805199406363745) | > loss_1: 41.92730712890625 (33.798866271972656)  --> STEP: 23 | > loss_disc: 2.442490577697754 (2.3041039808936743) | > loss_disc_real_0: 0.10247834026813507 (0.12449240684509276) | > loss_disc_real_1: 0.26268893480300903 (0.21989663917085397) | > loss_disc_real_2: 0.19098056852817535 (0.20623179816681406) | > loss_disc_real_3: 0.31504184007644653 (0.24979130535022076) | > loss_disc_real_4: 0.3439961075782776 (0.23685837569444076) | > loss_disc_real_5: 0.31192708015441895 (0.23584178414033807) | > loss_0: 2.442490577697754 (2.3041039808936743) | > loss_gen: 2.599942922592163 (2.6364055198171865) | > loss_kl: 2.6444923877716064 (2.328622294508893) | > loss_feat: 6.022022724151611 (7.225827154905899) | > loss_mel: 19.58078384399414 (19.298313389653746) | > loss_duration: 2.29807710647583 (2.2812832956728726) | > loss_1: 33.145320892333984 (33.770451255466625)  --> STEP: 24 | > loss_disc: 2.5898985862731934 (2.316012089451154) | > loss_disc_real_0: 0.13813374936580658 (0.12506079611678916) | > loss_disc_real_1: 0.20258507132530212 (0.219175323843956) | > loss_disc_real_2: 0.24656419456005096 (0.20791231468319893) | > loss_disc_real_3: 0.29428955912590027 (0.25164539925754076) | > loss_disc_real_4: 0.3043735921382904 (0.2396715097129345) | > loss_disc_real_5: 0.31658604741096497 (0.23920612844328085) | > loss_0: 2.5898985862731934 (2.316012089451154) | > loss_gen: 2.2884442806243896 (2.62190713485082) | > loss_kl: 2.1179141998291016 (2.319842790563902) | > loss_feat: 4.093740463256836 (7.095323542753856) | > loss_mel: 16.030397415161133 (19.162150224049885) | > loss_duration: 2.4553098678588867 (2.2885344028472896) | > loss_1: 26.98580551147461 (33.48775768280029)  --> STEP: 25 | > loss_disc: 2.577045202255249 (2.3264534139633177) | > loss_disc_real_0: 0.1706654131412506 (0.1268849807977676) | > loss_disc_real_1: 0.20322856307029724 (0.21853745341300965) | > loss_disc_real_2: 0.23962832987308502 (0.20918095529079436) | > loss_disc_real_3: 0.28610286116600037 (0.25302369773387917) | > loss_disc_real_4: 0.2884502708911896 (0.2416226601600647) | > loss_disc_real_5: 0.32844144105911255 (0.24277554094791412) | > loss_0: 2.577045202255249 (2.3264534139633177) | > loss_gen: 2.432399034500122 (2.614326810836792) | > loss_kl: 2.9310073852539062 (2.344289374351502) | > loss_feat: 6.425290584564209 (7.068522224426269) | > loss_mel: 19.21947479248047 (19.16444320678711) | > loss_duration: 2.3257319927215576 (2.29002230644226) | > loss_1: 33.33390426635742 (33.48160354614258)  --> STEP: 26 | > loss_disc: 2.7496695518493652 (2.3427309577281656) | > loss_disc_real_0: 0.34327203035354614 (0.135207559626836) | > loss_disc_real_1: 0.18834739923477173 (0.2173762974830774) | > loss_disc_real_2: 0.17098426818847656 (0.20771185194070524) | > loss_disc_real_3: 0.22938041388988495 (0.2521143406629563) | > loss_disc_real_4: 0.2986677289009094 (0.2438167012654818) | > loss_disc_real_5: 0.1991361379623413 (0.24109710237154594) | > loss_0: 2.7496695518493652 (2.3427309577281656) | > loss_gen: 1.910644292831421 (2.5872620986058164) | > loss_kl: 2.052605152130127 (2.333070750419911) | > loss_feat: 5.049235820770264 (6.990857362747192) | > loss_mel: 10.862060546875 (18.84512079679049) | > loss_duration: 2.2980120182037354 (2.2903296030484706) | > loss_1: 22.172557830810547 (33.04664024939904) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024003340647770805 (-4.406158740703986e-05) | > avg_loss_disc: 2.3427309577281656 (-0.04174468609002924) | > avg_loss_disc_real_0: 0.135207559626836 (+0.021293125473535943) | > avg_loss_disc_real_1: 0.2173762974830774 (-0.001805257911865532) | > avg_loss_disc_real_2: 0.20771185194070524 (-0.00959939710222757) | > avg_loss_disc_real_3: 0.2521143406629563 (+0.013258237105149534) | > avg_loss_disc_real_4: 0.2438167012654818 (-0.000744711321133823) | > avg_loss_disc_real_5: 0.24109710237154594 (-0.002013480147490143) | > avg_loss_0: 2.3427309577281656 (-0.04174468609002924) | > avg_loss_gen: 2.5872620986058164 (+0.11513853990114686) | > avg_loss_kl: 2.333070750419911 (-0.11514694874103171) | > avg_loss_feat: 6.990857362747192 (-0.9220828459813042) | > avg_loss_mel: 18.84512079679049 (-0.07951604402981971) | > avg_loss_duration: 2.2903296030484706 (+0.004628053078283401) | > avg_loss_1: 33.04664024939904 (-0.9969794933612519)  > EPOCH: 235/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:16:10)   --> TIME: 2024-06-11 01:16:20 -- STEP: 24/330 -- GLOBAL_STEP: 165575 | > loss_disc: 2.2987887859344482 (2.314153263966242) | > loss_disc_real_0: 0.07102375477552414 (0.10925651403764884) | > loss_disc_real_1: 0.19865378737449646 (0.1992633156478405) | > loss_disc_real_2: 0.21900664269924164 (0.21069588015476862) | > loss_disc_real_3: 0.22397254407405853 (0.22689763829112053) | > loss_disc_real_4: 0.2242036759853363 (0.23177645665903887) | > loss_disc_real_5: 0.20975413918495178 (0.21459442935884) | > loss_0: 2.2987887859344482 (2.314153263966242) | > grad_norm_0: tensor(5.6055, device='cuda:0') (tensor(13.7463, device='cuda:0')) | > loss_gen: 2.4532041549682617 (2.53295045097669) | > loss_kl: 1.7546881437301636 (1.7613278130690257) | > loss_feat: 6.6022772789001465 (7.154961168766022) | > loss_mel: 18.541746139526367 (19.015541712443035) | > loss_duration: 2.030031681060791 (2.1306507339080176) | > loss_1: 31.381948471069336 (32.595432202021286) | > grad_norm_1: tensor(100.2205, device='cuda:0') (tensor(131.7565, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.3613 (0.35537501176198333) | > loader_time: 0.0036 (0.0031266013781229654)  --> TIME: 2024-06-11 01:16:29 -- STEP: 49/330 -- GLOBAL_STEP: 165600 | > loss_disc: 2.377081871032715 (2.308801325000062) | > loss_disc_real_0: 0.08717939257621765 (0.10930937270120698) | > loss_disc_real_1: 0.20061366260051727 (0.196917825815629) | > loss_disc_real_2: 0.2044059932231903 (0.21303181928031298) | > loss_disc_real_3: 0.21565857529640198 (0.2244853976429725) | > loss_disc_real_4: 0.2256704568862915 (0.22725302133024955) | > loss_disc_real_5: 0.19563986361026764 (0.21544409436838968) | > loss_0: 2.377081871032715 (2.308801325000062) | > grad_norm_0: tensor(7.7121, device='cuda:0') (tensor(13.2071, device='cuda:0')) | > loss_gen: 2.5541725158691406 (2.5323464919109733) | > loss_kl: 1.8449583053588867 (1.778474574186364) | > loss_feat: 7.5367045402526855 (7.255435223482093) | > loss_mel: 19.522706985473633 (19.04260059278838) | > loss_duration: 1.9638702869415283 (2.0795192548206884) | > loss_1: 33.42241287231445 (32.68837632938306) | > grad_norm_1: tensor(270.6274, device='cuda:0') (tensor(148.2413, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.3588 (0.356120372305111) | > loader_time: 0.0037 (0.0033653706920390228)  --> TIME: 2024-06-11 01:16:38 -- STEP: 74/330 -- GLOBAL_STEP: 165625 | > loss_disc: 2.1479837894439697 (2.2918666117900117) | > loss_disc_real_0: 0.0721232146024704 (0.10850120104245238) | > loss_disc_real_1: 0.18094082176685333 (0.1973233180674347) | > loss_disc_real_2: 0.19249552488327026 (0.2126074580324663) | > loss_disc_real_3: 0.2210838347673416 (0.2243539656738977) | > loss_disc_real_4: 0.19836322963237762 (0.22453967522124987) | > loss_disc_real_5: 0.1755847930908203 (0.21281033371751373) | > loss_0: 2.1479837894439697 (2.2918666117900117) | > grad_norm_0: tensor(11.3051, device='cuda:0') (tensor(15.5090, device='cuda:0')) | > loss_gen: 2.7641894817352295 (2.5506824093895997) | > loss_kl: 2.1009745597839355 (1.7777557791890324) | > loss_feat: 8.240797996520996 (7.369588175335446) | > loss_mel: 19.86560821533203 (19.085078858040468) | > loss_duration: 1.9815003871917725 (2.062928457517883) | > loss_1: 34.953067779541016 (32.846033818012955) | > grad_norm_1: tensor(306.9539, device='cuda:0') (tensor(180.0634, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.3674 (0.3563913074699609) | > loader_time: 0.0035 (0.003502626676817198)  --> TIME: 2024-06-11 01:16:47 -- STEP: 99/330 -- GLOBAL_STEP: 165650 | > loss_disc: 2.2913997173309326 (2.2860477909897314) | > loss_disc_real_0: 0.12374183535575867 (0.1090110596833807) | > loss_disc_real_1: 0.19893601536750793 (0.19660739736123525) | > loss_disc_real_2: 0.24619974195957184 (0.2133193502221445) | > loss_disc_real_3: 0.25716981291770935 (0.22543097219683908) | > loss_disc_real_4: 0.23429322242736816 (0.22368023145680477) | > loss_disc_real_5: 0.25135570764541626 (0.2129398390199199) | > loss_0: 2.2913997173309326 (2.2860477909897314) | > grad_norm_0: tensor(23.2925, device='cuda:0') (tensor(16.9596, device='cuda:0')) | > loss_gen: 2.5411839485168457 (2.559172861503832) | > loss_kl: 1.7895656824111938 (1.7804039174860173) | > loss_feat: 6.745227336883545 (7.364696025848389) | > loss_mel: 18.20940589904785 (19.028920433737998) | > loss_duration: 2.058947801589966 (2.058451169669027) | > loss_1: 31.344329833984375 (32.791644491330544) | > grad_norm_1: tensor(301.9031, device='cuda:0') (tensor(201.8848, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.3405 (0.3557739330060554) | > loader_time: 0.0036 (0.003562250522652058)  --> TIME: 2024-06-11 01:16:56 -- STEP: 124/330 -- GLOBAL_STEP: 165675 | > loss_disc: 2.2474875450134277 (2.290225402001412) | > loss_disc_real_0: 0.07166127115488052 (0.10999619450059629) | > loss_disc_real_1: 0.17654019594192505 (0.19697179489078065) | > loss_disc_real_2: 0.18296726047992706 (0.21290200756442165) | > loss_disc_real_3: 0.200002983212471 (0.22522467242613917) | > loss_disc_real_4: 0.2117556482553482 (0.22343448321184806) | > loss_disc_real_5: 0.24075303971767426 (0.21418292712300055) | > loss_0: 2.2474875450134277 (2.290225402001412) | > grad_norm_0: tensor(9.4064, device='cuda:0') (tensor(17.4632, device='cuda:0')) | > loss_gen: 2.5861446857452393 (2.5604573276735123) | > loss_kl: 1.6795047521591187 (1.7811688848080174) | > loss_feat: 7.786414623260498 (7.37530634864684) | > loss_mel: 19.27779197692871 (19.01007392329553) | > loss_duration: 2.0649054050445557 (2.0591879169787144) | > loss_1: 33.3947639465332 (32.78619444754817) | > grad_norm_1: tensor(231.7914, device='cuda:0') (tensor(214.2435, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.361 (0.3564027740109351) | > loader_time: 0.0039 (0.0036212436614498017)  --> TIME: 2024-06-11 01:17:05 -- STEP: 149/330 -- GLOBAL_STEP: 165700 | > loss_disc: 2.362438201904297 (2.2981642268648086) | > loss_disc_real_0: 0.12248875200748444 (0.11092729526478172) | > loss_disc_real_1: 0.26890408992767334 (0.1975890904064947) | > loss_disc_real_2: 0.19663169980049133 (0.21387617060002065) | > loss_disc_real_3: 0.24166391789913177 (0.2249884708415742) | > loss_disc_real_4: 0.23186910152435303 (0.22327158485082976) | > loss_disc_real_5: 0.23412315547466278 (0.21458873202736745) | > loss_0: 2.362438201904297 (2.2981642268648086) | > grad_norm_0: tensor(29.8262, device='cuda:0') (tensor(18.2952, device='cuda:0')) | > loss_gen: 2.460911989212036 (2.5571082886433447) | > loss_kl: 1.7734392881393433 (1.7826086778768757) | > loss_feat: 6.718770980834961 (7.352053712678436) | > loss_mel: 19.07837677001953 (19.001068025627372) | > loss_duration: 2.0773816108703613 (2.0603085660294407) | > loss_1: 32.108882904052734 (32.753147278856126) | > grad_norm_1: tensor(296.8477, device='cuda:0') (tensor(230.5184, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.3762 (0.3585366050669011) | > loader_time: 0.0042 (0.0037152335147729657)  --> TIME: 2024-06-11 01:17:15 -- STEP: 174/330 -- GLOBAL_STEP: 165725 | > loss_disc: 2.3519890308380127 (2.29954333689021) | > loss_disc_real_0: 0.12286700308322906 (0.11213710998324142) | > loss_disc_real_1: 0.19061484932899475 (0.19744388193919749) | > loss_disc_real_2: 0.2314133495092392 (0.214001828740383) | > loss_disc_real_3: 0.22926731407642365 (0.22456413430386576) | > loss_disc_real_4: 0.2117672562599182 (0.2224798444016227) | > loss_disc_real_5: 0.20701727271080017 (0.2146845730556839) | > loss_0: 2.3519890308380127 (2.29954333689021) | > grad_norm_0: tensor(27.8813, device='cuda:0') (tensor(18.3154, device='cuda:0')) | > loss_gen: 2.528735399246216 (2.5567741394042973) | > loss_kl: 1.6611394882202148 (1.780685217901208) | > loss_feat: 6.979936599731445 (7.354854781052162) | > loss_mel: 18.952993392944336 (18.985083163469668) | > loss_duration: 2.1486623287200928 (2.0636189155194957) | > loss_1: 32.27146911621094 (32.74101630024526) | > grad_norm_1: tensor(294.6821, device='cuda:0') (tensor(233.4270, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.6415 (0.36253187300144935) | > loader_time: 0.005 (0.0038293915233392826)  --> TIME: 2024-06-11 01:17:25 -- STEP: 199/330 -- GLOBAL_STEP: 165750 | > loss_disc: 2.2236416339874268 (2.299355248110979) | > loss_disc_real_0: 0.11579207330942154 (0.11176798354141676) | > loss_disc_real_1: 0.23079735040664673 (0.19795536403380454) | > loss_disc_real_2: 0.21199825406074524 (0.21435604001109923) | > loss_disc_real_3: 0.25319433212280273 (0.22456547767672708) | > loss_disc_real_4: 0.2509150207042694 (0.2218438881875283) | > loss_disc_real_5: 0.22825154662132263 (0.21526681965020433) | > loss_0: 2.2236416339874268 (2.299355248110979) | > grad_norm_0: tensor(12.1623, device='cuda:0') (tensor(19.8240, device='cuda:0')) | > loss_gen: 2.8443453311920166 (2.561820968311636) | > loss_kl: 1.8813579082489014 (1.7849382629346608) | > loss_feat: 7.377650260925293 (7.38817347234218) | > loss_mel: 18.85118293762207 (18.966417025082055) | > loss_duration: 2.179973602294922 (2.0699220105032223) | > loss_1: 33.1345100402832 (32.77127180626641) | > grad_norm_1: tensor(333.9083, device='cuda:0') (tensor(246.7045, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.3917 (0.366752779064466) | > loader_time: 0.0048 (0.003984755607106578)  --> TIME: 2024-06-11 01:17:36 -- STEP: 224/330 -- GLOBAL_STEP: 165775 | > loss_disc: 2.2949464321136475 (2.301520832947325) | > loss_disc_real_0: 0.1599249541759491 (0.11295792417201612) | > loss_disc_real_1: 0.19929885864257812 (0.19811995653435593) | > loss_disc_real_2: 0.2463666796684265 (0.214459661926542) | > loss_disc_real_3: 0.2220684438943863 (0.22428839540641224) | > loss_disc_real_4: 0.2041977047920227 (0.22160251172525544) | > loss_disc_real_5: 0.22886961698532104 (0.21489255901958262) | > loss_0: 2.2949464321136475 (2.301520832947325) | > grad_norm_0: tensor(71.3850, device='cuda:0') (tensor(21.6647, device='cuda:0')) | > loss_gen: 2.6226961612701416 (2.5614829893623083) | > loss_kl: 1.9042600393295288 (1.7836851003978933) | > loss_feat: 7.5183000564575195 (7.412348994186947) | > loss_mel: 19.3001708984375 (18.93855790581021) | > loss_duration: 2.1806423664093018 (2.0761865755277005) | > loss_1: 33.52606964111328 (32.77226162808279) | > grad_norm_1: tensor(178.6058, device='cuda:0') (tensor(256.4393, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.4163 (0.3711390569806099) | > loader_time: 0.0055 (0.004133891846452439)  --> TIME: 2024-06-11 01:17:46 -- STEP: 249/330 -- GLOBAL_STEP: 165800 | > loss_disc: 2.4037692546844482 (2.3071960330488235) | > loss_disc_real_0: 0.15226280689239502 (0.11365190404186766) | > loss_disc_real_1: 0.1862429529428482 (0.1995298879812042) | > loss_disc_real_2: 0.18263691663742065 (0.21531169098543834) | > loss_disc_real_3: 0.26318448781967163 (0.22438169052323184) | > loss_disc_real_4: 0.25227659940719604 (0.22130679749102003) | > loss_disc_real_5: 0.2346348911523819 (0.2145576777467766) | > loss_0: 2.4037692546844482 (2.3071960330488235) | > grad_norm_0: tensor(76.2811, device='cuda:0') (tensor(23.6702, device='cuda:0')) | > loss_gen: 2.5898797512054443 (2.5638292697538816) | > loss_kl: 1.7311574220657349 (1.7834337782189549) | > loss_feat: 6.6439008712768555 (7.409356335559523) | > loss_mel: 18.28561019897461 (18.906608098960778) | > loss_duration: 2.1317238807678223 (2.083373410155973) | > loss_1: 31.38227081298828 (32.746600913235426) | > grad_norm_1: tensor(348.4451, device='cuda:0') (tensor(264.3872, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.4091 (0.37591805707019976) | > loader_time: 0.0063 (0.004289668247881661)  --> TIME: 2024-06-11 01:17:58 -- STEP: 274/330 -- GLOBAL_STEP: 165825 | > loss_disc: 2.314748764038086 (2.3102675693748664) | > loss_disc_real_0: 0.17768216133117676 (0.11520352419873658) | > loss_disc_real_1: 0.19850601255893707 (0.20009629711182456) | > loss_disc_real_2: 0.2188885360956192 (0.2151695071672001) | > loss_disc_real_3: 0.22088411450386047 (0.22474672531124448) | > loss_disc_real_4: 0.2388991117477417 (0.22161984552432154) | > loss_disc_real_5: 0.22851377725601196 (0.21536199536419262) | > loss_0: 2.314748764038086 (2.3102675693748664) | > grad_norm_0: tensor(106.6701, device='cuda:0') (tensor(26.2273, device='cuda:0')) | > loss_gen: 2.5950846672058105 (2.5646016345406975) | > loss_kl: 1.9478981494903564 (1.7863802792382066) | > loss_feat: 8.112671852111816 (7.4080175187465915) | > loss_mel: 17.582672119140625 (18.860391171309193) | > loss_duration: 2.171427011489868 (2.0909372172216414) | > loss_1: 32.40975570678711 (32.71032784455011) | > grad_norm_1: tensor(570.9169, device='cuda:0') (tensor(277.8629, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.4462 (0.38143673082337765) | > loader_time: 0.0059 (0.004450937257195911)  --> TIME: 2024-06-11 01:18:09 -- STEP: 299/330 -- GLOBAL_STEP: 165850 | > loss_disc: 2.359379768371582 (2.3089782673379666) | > loss_disc_real_0: 0.15315940976142883 (0.11591546449274523) | > loss_disc_real_1: 0.18468253314495087 (0.2000287401436963) | > loss_disc_real_2: 0.20377206802368164 (0.21486254170985525) | > loss_disc_real_3: 0.2617134153842926 (0.2247394314378401) | > loss_disc_real_4: 0.2528172433376312 (0.22115173990710524) | > loss_disc_real_5: 0.2770129144191742 (0.21523289551902375) | > loss_0: 2.359379768371582 (2.3089782673379666) | > grad_norm_0: tensor(22.1987, device='cuda:0') (tensor(27.1910, device='cuda:0')) | > loss_gen: 2.5153400897979736 (2.5670156965287623) | > loss_kl: 1.7556332349777222 (1.7889211955277815) | > loss_feat: 7.089529514312744 (7.436246331320159) | > loss_mel: 18.35626220703125 (18.80531662523147) | > loss_duration: 2.2589728832244873 (2.100312795527402) | > loss_1: 31.975736618041992 (32.69781264493296) | > grad_norm_1: tensor(401.4825, device='cuda:0') (tensor(287.5515, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.4693 (0.3881213393897116) | > loader_time: 0.0076 (0.004633587738343306)  --> TIME: 2024-06-11 01:18:23 -- STEP: 324/330 -- GLOBAL_STEP: 165875 | > loss_disc: 2.4620871543884277 (2.3131647588294255) | > loss_disc_real_0: 0.15211594104766846 (0.11745006292138571) | > loss_disc_real_1: 0.19590243697166443 (0.20030157392223685) | > loss_disc_real_2: 0.1860666126012802 (0.21449193353822202) | > loss_disc_real_3: 0.22562021017074585 (0.22480563009962629) | > loss_disc_real_4: 0.2507482171058655 (0.2225146402179459) | > loss_disc_real_5: 0.23535162210464478 (0.21533812168571684) | > loss_0: 2.4620871543884277 (2.3131647588294255) | > grad_norm_0: tensor(16.6443, device='cuda:0') (tensor(26.7092, device='cuda:0')) | > loss_gen: 2.4089205265045166 (2.563619367870282) | > loss_kl: 1.9554747343063354 (1.7932934451986242) | > loss_feat: 9.701166152954102 (7.508588019712471) | > loss_mel: 18.91888999938965 (18.786298127821922) | > loss_duration: 2.2973697185516357 (2.113708926203809) | > loss_1: 35.281822204589844 (32.765507833457264) | > grad_norm_1: tensor(227.3511, device='cuda:0') (tensor(286.9572, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.5872 (0.3995875649982027) | > loader_time: 0.0091 (0.004902289237505124)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4535980224609375 (2.4535980224609375) | > loss_disc_real_0: 0.2413201630115509 (0.2413201630115509) | > loss_disc_real_1: 0.12208400666713715 (0.12208400666713715) | > loss_disc_real_2: 0.19114258885383606 (0.19114258885383606) | > loss_disc_real_3: 0.16464394330978394 (0.16464394330978394) | > loss_disc_real_4: 0.2336186319589615 (0.2336186319589615) | > loss_disc_real_5: 0.2095867395401001 (0.2095867395401001) | > loss_0: 2.4535980224609375 (2.4535980224609375) | > loss_gen: 2.1156466007232666 (2.1156466007232666) | > loss_kl: 2.3719255924224854 (2.3719255924224854) | > loss_feat: 5.901566982269287 (5.901566982269287) | > loss_mel: 17.084543228149414 (17.084543228149414) | > loss_duration: 2.8419017791748047 (2.8419017791748047) | > loss_1: 30.315584182739258 (30.315584182739258)  --> STEP: 1 | > loss_disc: 1.8081344366073608 (1.8081344366073608) | > loss_disc_real_0: 0.05036760866641998 (0.05036760866641998) | > loss_disc_real_1: 0.12669700384140015 (0.12669700384140015) | > loss_disc_real_2: 0.15614765882492065 (0.15614765882492065) | > loss_disc_real_3: 0.17106027901172638 (0.17106027901172638) | > loss_disc_real_4: 0.1911666989326477 (0.1911666989326477) | > loss_disc_real_5: 0.13441596925258636 (0.13441596925258636) | > loss_0: 1.8081344366073608 (1.8081344366073608) | > loss_gen: 2.8924198150634766 (2.8924198150634766) | > loss_kl: 2.274204730987549 (2.274204730987549) | > loss_feat: 8.781564712524414 (8.781564712524414) | > loss_mel: 19.652751922607422 (19.652751922607422) | > loss_duration: 2.345736265182495 (2.345736265182495) | > loss_1: 35.946678161621094 (35.946678161621094)  --> STEP: 2 | > loss_disc: 2.2816288471221924 (2.0448816418647766) | > loss_disc_real_0: 0.14044030010700226 (0.09540395438671112) | > loss_disc_real_1: 0.14209552109241486 (0.1343962624669075) | > loss_disc_real_2: 0.19869591295719147 (0.17742178589105606) | > loss_disc_real_3: 0.27316322922706604 (0.2221117541193962) | > loss_disc_real_4: 0.3199332356452942 (0.25554996728897095) | > loss_disc_real_5: 0.2254936546087265 (0.17995481193065643) | > loss_0: 2.2816288471221924 (2.0448816418647766) | > loss_gen: 2.822444200515747 (2.857432007789612) | > loss_kl: 2.039677381515503 (2.156941056251526) | > loss_feat: 6.472193241119385 (7.626878976821899) | > loss_mel: 19.618545532226562 (19.635648727416992) | > loss_duration: 2.45670747756958 (2.4012218713760376) | > loss_1: 33.409568786621094 (34.678123474121094)  --> STEP: 3 | > loss_disc: 2.2606849670410156 (2.1168160835901895) | > loss_disc_real_0: 0.12877804040908813 (0.10652864972750346) | > loss_disc_real_1: 0.16867150366306305 (0.145821342865626) | > loss_disc_real_2: 0.15067969262599945 (0.16850775480270386) | > loss_disc_real_3: 0.2905329465866089 (0.24491881827513376) | > loss_disc_real_4: 0.29539433121681213 (0.26883142193158466) | > loss_disc_real_5: 0.23178426921367645 (0.19723129769166312) | > loss_0: 2.2606849670410156 (2.1168160835901895) | > loss_gen: 2.792050838470459 (2.8356382846832275) | > loss_kl: 2.4511799812316895 (2.2550206979115806) | > loss_feat: 6.286147117614746 (7.179968357086182) | > loss_mel: 19.61776351928711 (19.6296869913737) | > loss_duration: 2.211333751678467 (2.337925831476847) | > loss_1: 33.35847473144531 (34.238240559895836)  --> STEP: 4 | > loss_disc: 2.147789239883423 (2.124559372663498) | > loss_disc_real_0: 0.11605402827262878 (0.10890999436378479) | > loss_disc_real_1: 0.17590796947479248 (0.15334299951791763) | > loss_disc_real_2: 0.14279717206954956 (0.16208010911941528) | > loss_disc_real_3: 0.17912070453166962 (0.22846928983926773) | > loss_disc_real_4: 0.22963272035121918 (0.2590317465364933) | > loss_disc_real_5: 0.14005492627620697 (0.18293720483779907) | > loss_0: 2.147789239883423 (2.124559372663498) | > loss_gen: 2.4406607151031494 (2.736893892288208) | > loss_kl: 2.5311644077301025 (2.324056625366211) | > loss_feat: 8.899665832519531 (7.609892725944519) | > loss_mel: 18.80255126953125 (19.422903060913086) | > loss_duration: 2.3100295066833496 (2.330951750278473) | > loss_1: 34.98406982421875 (34.42469787597656)  --> STEP: 5 | > loss_disc: 2.2690000534057617 (2.1534475088119507) | > loss_disc_real_0: 0.08434268832206726 (0.10399653315544129) | > loss_disc_real_1: 0.14072458446025848 (0.1508193165063858) | > loss_disc_real_2: 0.14954958856105804 (0.15957400500774382) | > loss_disc_real_3: 0.2214360237121582 (0.22706263661384582) | > loss_disc_real_4: 0.2662723958492279 (0.26047987639904024) | > loss_disc_real_5: 0.27709832787513733 (0.2017694294452667) | > loss_0: 2.2690000534057617 (2.1534475088119507) | > loss_gen: 2.376732349395752 (2.6648615837097167) | > loss_kl: 1.6406757831573486 (2.1873804569244384) | > loss_feat: 6.022549629211426 (7.292424106597901) | > loss_mel: 19.085783004760742 (19.355479049682618) | > loss_duration: 2.3812427520751953 (2.3410099506378175) | > loss_1: 31.506982803344727 (33.84115486145019)  --> STEP: 6 | > loss_disc: 2.2345099449157715 (2.166957914829254) | > loss_disc_real_0: 0.14779344201087952 (0.11129601796468098) | > loss_disc_real_1: 0.12511129677295685 (0.1465346465508143) | > loss_disc_real_2: 0.21388982236385345 (0.16862664123376211) | > loss_disc_real_3: 0.2945546805858612 (0.23831131060918173) | > loss_disc_real_4: 0.2917354106903076 (0.26568913211425144) | > loss_disc_real_5: 0.17405246198177338 (0.19714993486801782) | > loss_0: 2.2345099449157715 (2.166957914829254) | > loss_gen: 2.6781821250915527 (2.667081673940023) | > loss_kl: 2.6916844844818115 (2.2714311281840005) | > loss_feat: 6.01634407043457 (7.079744100570679) | > loss_mel: 19.109386444091797 (19.31446361541748) | > loss_duration: 2.1425702571868896 (2.307936668395996) | > loss_1: 32.63816833496094 (33.64065710703532)  --> STEP: 7 | > loss_disc: 2.357290506362915 (2.1941482850483487) | > loss_disc_real_0: 0.12392815947532654 (0.11310060960905892) | > loss_disc_real_1: 0.2288130670785904 (0.1582887066262109) | > loss_disc_real_2: 0.19699807465076447 (0.17267970315047673) | > loss_disc_real_3: 0.26401081681251526 (0.24198266863822937) | > loss_disc_real_4: 0.279832661151886 (0.26770963626248495) | > loss_disc_real_5: 0.2476469725370407 (0.20436379739216395) | > loss_0: 2.357290506362915 (2.1941482850483487) | > loss_gen: 2.5830109119415283 (2.655071565083095) | > loss_kl: 3.4245798587799072 (2.436166661126273) | > loss_feat: 6.070913314819336 (6.935625416891916) | > loss_mel: 17.757793426513672 (19.092082159859793) | > loss_duration: 2.499457597732544 (2.33529680115836) | > loss_1: 32.33575439453125 (33.454242433820454)  --> STEP: 8 | > loss_disc: 1.9873608350753784 (2.1682998538017273) | > loss_disc_real_0: 0.0800573080778122 (0.10897019691765308) | > loss_disc_real_1: 0.13632400333881378 (0.15554311871528625) | > loss_disc_real_2: 0.17569130659103394 (0.17305615358054638) | > loss_disc_real_3: 0.1950693130493164 (0.23611849918961525) | > loss_disc_real_4: 0.26970720291137695 (0.26795933209359646) | > loss_disc_real_5: 0.17105257511138916 (0.2001998946070671) | > loss_0: 1.9873608350753784 (2.1682998538017273) | > loss_gen: 2.9872303009033203 (2.696591407060623) | > loss_kl: 2.056122064590454 (2.3886610865592957) | > loss_feat: 10.486808776855469 (7.37952333688736) | > loss_mel: 22.39715003967285 (19.505215644836426) | > loss_duration: 2.204641819000244 (2.3189649283885956) | > loss_1: 40.13195037841797 (34.28895592689514)  --> STEP: 9 | > loss_disc: 2.5619404315948486 (2.212037695778741) | > loss_disc_real_0: 0.2663612365722656 (0.12645809021261004) | > loss_disc_real_1: 0.13822543621063232 (0.1536189317703247) | > loss_disc_real_2: 0.14720843732357025 (0.17018418510754904) | > loss_disc_real_3: 0.3097716271877289 (0.24430218007829455) | > loss_disc_real_4: 0.3034806251525879 (0.2719061424334844) | > loss_disc_real_5: 0.29235416650772095 (0.2104392581515842) | > loss_0: 2.5619404315948486 (2.212037695778741) | > loss_gen: 2.689542770385742 (2.6958082252078586) | > loss_kl: 2.395111560821533 (2.3893778059217663) | > loss_feat: 9.437969207763672 (7.6082395447625055) | > loss_mel: 19.757976531982422 (19.533300187852646) | > loss_duration: 2.1412477493286133 (2.2992185751597085) | > loss_1: 36.42184829711914 (34.52594396803114)  --> STEP: 10 | > loss_disc: 2.5485329627990723 (2.245687222480774) | > loss_disc_real_0: 0.22347398102283478 (0.1361596792936325) | > loss_disc_real_1: 0.13360419869422913 (0.15161745846271515) | > loss_disc_real_2: 0.21641641855239868 (0.174807408452034) | > loss_disc_real_3: 0.24987617135047913 (0.244859579205513) | > loss_disc_real_4: 0.2517983317375183 (0.2698953613638878) | > loss_disc_real_5: 0.20923367142677307 (0.2103186994791031) | > loss_0: 2.5485329627990723 (2.245687222480774) | > loss_gen: 2.2069313526153564 (2.6469205379486085) | > loss_kl: 2.092823028564453 (2.3597223281860353) | > loss_feat: 4.804861068725586 (7.327901697158813) | > loss_mel: 15.648106575012207 (19.144780826568603) | > loss_duration: 2.3187623023986816 (2.301172947883606) | > loss_1: 27.07148551940918 (33.78049812316895)  --> STEP: 11 | > loss_disc: 2.4592323303222656 (2.2651004141027276) | > loss_disc_real_0: 0.29964134097099304 (0.15102164853702893) | > loss_disc_real_1: 0.13155104219913483 (0.14979323880238968) | > loss_disc_real_2: 0.2177686244249344 (0.1787129735404795) | > loss_disc_real_3: 0.2869797348976135 (0.24868868426843124) | > loss_disc_real_4: 0.2739799916744232 (0.2702666913921183) | > loss_disc_real_5: 0.23812554776668549 (0.2128465947779742) | > loss_0: 2.4592323303222656 (2.2651004141027276) | > loss_gen: 3.0162103176116943 (2.680492336099798) | > loss_kl: 2.8065500259399414 (2.4003430279818447) | > loss_feat: 8.536446571350098 (7.437769412994385) | > loss_mel: 18.009729385375977 (19.041594331914727) | > loss_duration: 2.3998794555664062 (2.3101462667638604) | > loss_1: 34.76881408691406 (33.87034502896395)  --> STEP: 12 | > loss_disc: 2.385749578475952 (2.2751545111338296) | > loss_disc_real_0: 0.23379060626029968 (0.15791906168063483) | > loss_disc_real_1: 0.1996103823184967 (0.15394466742873195) | > loss_disc_real_2: 0.22053977847099304 (0.1821985406180223) | > loss_disc_real_3: 0.2947937548160553 (0.2525307734807332) | > loss_disc_real_4: 0.26271265745162964 (0.26963718856374425) | > loss_disc_real_5: 0.16119886934757233 (0.20854261765877405) | > loss_0: 2.385749578475952 (2.2751545111338296) | > loss_gen: 2.8583385944366455 (2.6953128576278687) | > loss_kl: 2.14017391204834 (2.3786622683207193) | > loss_feat: 6.806370258331299 (7.385152816772461) | > loss_mel: 18.938861846923828 (19.033033291498818) | > loss_duration: 2.223128080368042 (2.3028947512308755) | > loss_1: 32.96687316894531 (33.79505570729574)  --> STEP: 13 | > loss_disc: 2.3062844276428223 (2.27754912009606) | > loss_disc_real_0: 0.18807601928710938 (0.16023882765036362) | > loss_disc_real_1: 0.12039384990930557 (0.151363835311853) | > loss_disc_real_2: 0.1521492600440979 (0.17988705749695116) | > loss_disc_real_3: 0.29044604301452637 (0.2554473326756404) | > loss_disc_real_4: 0.26002034544944763 (0.268897431401106) | > loss_disc_real_5: 0.23883576691150665 (0.21087285990898424) | > loss_0: 2.3062844276428223 (2.27754912009606) | > loss_gen: 2.59743595123291 (2.6877838648282566) | > loss_kl: 2.3118088245391846 (2.37351969572214) | > loss_feat: 7.354948043823242 (7.382829372699444) | > loss_mel: 18.466636657714844 (18.98946431966928) | > loss_duration: 2.1941792964935303 (2.2945320239433875) | > loss_1: 32.92500686645508 (33.72812887338492)  --> STEP: 14 | > loss_disc: 2.459608793258667 (2.2905533824648177) | > loss_disc_real_0: 0.1798490583896637 (0.1616395584174565) | > loss_disc_real_1: 0.10015684366226196 (0.1477061930511679) | > loss_disc_real_2: 0.1329241842031479 (0.1765325665473938) | > loss_disc_real_3: 0.2361605167388916 (0.2540697029658726) | > loss_disc_real_4: 0.27421170473098755 (0.2692770223532404) | > loss_disc_real_5: 0.1935722678899765 (0.20963710333619798) | > loss_0: 2.459608793258667 (2.2905533824648177) | > loss_gen: 2.220557689666748 (2.6544105666024342) | > loss_kl: 2.694697856903076 (2.3964609929493497) | > loss_feat: 7.193358898162842 (7.369295767375401) | > loss_mel: 21.811904907226562 (19.191067218780518) | > loss_duration: 2.3703670501708984 (2.299948811531067) | > loss_1: 36.29088592529297 (33.91118294852121)  --> STEP: 15 | > loss_disc: 2.163424253463745 (2.2820781071980796) | > loss_disc_real_0: 0.13767194747924805 (0.1600417176882426) | > loss_disc_real_1: 0.1749471127986908 (0.14952225436766942) | > loss_disc_real_2: 0.16339841485023499 (0.1756569564342499) | > loss_disc_real_3: 0.23398587107658386 (0.25273078083992007) | > loss_disc_real_4: 0.22961470484733582 (0.2666328678528468) | > loss_disc_real_5: 0.21171829104423523 (0.20977584918340048) | > loss_0: 2.163424253463745 (2.2820781071980796) | > loss_gen: 2.707430839538574 (2.657945251464844) | > loss_kl: 2.827338695526123 (2.4251861731211344) | > loss_feat: 8.18500804901123 (7.423676586151123) | > loss_mel: 19.780004501342773 (19.230329704284667) | > loss_duration: 2.337052345275879 (2.302422380447388) | > loss_1: 35.83683395385742 (34.03955968221029)  --> STEP: 16 | > loss_disc: 2.282097101211548 (2.282079294323921) | > loss_disc_real_0: 0.2133280634880066 (0.16337211430072784) | > loss_disc_real_1: 0.178226500749588 (0.15131626976653934) | > loss_disc_real_2: 0.2116296887397766 (0.1779052522033453) | > loss_disc_real_3: 0.2476448267698288 (0.25241290871053934) | > loss_disc_real_4: 0.23267991840839386 (0.2645108085125685) | > loss_disc_real_5: 0.19062387943267822 (0.20857885107398033) | > loss_0: 2.282097101211548 (2.282079294323921) | > loss_gen: 2.698347568511963 (2.6604703962802887) | > loss_kl: 2.681610345840454 (2.441212683916092) | > loss_feat: 7.119855880737305 (7.404687792062759) | > loss_mel: 18.566688537597656 (19.18885213136673) | > loss_duration: 2.375744342803955 (2.307005003094673) | > loss_1: 33.44224548339844 (34.002227544784546)  --> STEP: 17 | > loss_disc: 2.5798232555389404 (2.299593644983628) | > loss_disc_real_0: 0.17552600800991058 (0.16408704922479742) | > loss_disc_real_1: 0.2485305666923523 (0.15703475782099893) | > loss_disc_real_2: 0.29807043075561523 (0.1849737921181847) | > loss_disc_real_3: 0.34102538228034973 (0.25762540715582233) | > loss_disc_real_4: 0.32012468576431274 (0.26778221305678873) | > loss_disc_real_5: 0.34673434495925903 (0.2167056448319379) | > loss_0: 2.5798232555389404 (2.299593644983628) | > loss_gen: 2.992022752761841 (2.679973476073321) | > loss_kl: 2.1072921752929688 (2.421570301055908) | > loss_feat: 6.76320743560791 (7.366953653447768) | > loss_mel: 17.280624389648438 (19.076603440677417) | > loss_duration: 2.3956246376037598 (2.312217922771678) | > loss_1: 31.53877067565918 (33.857318317188934)  --> STEP: 18 | > loss_disc: 2.610546827316284 (2.3168688217798867) | > loss_disc_real_0: 0.30760878324508667 (0.17206047889259127) | > loss_disc_real_1: 0.24478165805339813 (0.16190958561168778) | > loss_disc_real_2: 0.2512328028678894 (0.18865484827094608) | > loss_disc_real_3: 0.19830407202243805 (0.25432977742618984) | > loss_disc_real_4: 0.22363096475601196 (0.2653293659289678) | > loss_disc_real_5: 0.2789924740791321 (0.2201660242345598) | > loss_0: 2.610546827316284 (2.3168688217798867) | > loss_gen: 2.612311601638794 (2.676214483049181) | > loss_kl: 2.5771985054016113 (2.4302163124084473) | > loss_feat: 8.190189361572266 (7.412688970565796) | > loss_mel: 19.522653579711914 (19.10138400395711) | > loss_duration: 2.1924612522125244 (2.305564774407281) | > loss_1: 35.09481430053711 (33.92606809404161)  --> STEP: 19 | > loss_disc: 2.4277119636535645 (2.322702671352186) | > loss_disc_real_0: 0.2760503888130188 (0.177533632046298) | > loss_disc_real_1: 0.2282014787197113 (0.16539863261737323) | > loss_disc_real_2: 0.2319173663854599 (0.19093182290855207) | > loss_disc_real_3: 0.3000064790248871 (0.2567338143524371) | > loss_disc_real_4: 0.26426395773887634 (0.2652732918136998) | > loss_disc_real_5: 0.22929747402668 (0.2206466268551977) | > loss_0: 2.4277119636535645 (2.322702671352186) | > loss_gen: 2.894380569458008 (2.687696908649645) | > loss_kl: 2.194779872894287 (2.4178249208550704) | > loss_feat: 8.37019157409668 (7.463083844435842) | > loss_mel: 18.727439880371094 (19.08170273429469) | > loss_duration: 2.2986927032470703 (2.3052030864514803) | > loss_1: 34.48548126220703 (33.95551089236611)  --> STEP: 20 | > loss_disc: 2.654409646987915 (2.339288020133972) | > loss_disc_real_0: 0.263297438621521 (0.18182182237505914) | > loss_disc_real_1: 0.1642431765794754 (0.16534085981547833) | > loss_disc_real_2: 0.2379615604877472 (0.19328330978751182) | > loss_disc_real_3: 0.29033342003822327 (0.25841379463672637) | > loss_disc_real_4: 0.32913991808891296 (0.26846662312746045) | > loss_disc_real_5: 0.2720950245857239 (0.22321904674172402) | > loss_0: 2.654409646987915 (2.339288020133972) | > loss_gen: 2.490198850631714 (2.677822005748749) | > loss_kl: 1.7723363637924194 (2.3855504930019378) | > loss_feat: 4.515826225280762 (7.315720963478088) | > loss_mel: 18.451810836791992 (19.050208139419556) | > loss_duration: 2.338205099105835 (2.306853187084198) | > loss_1: 29.568376541137695 (33.73615417480469)  --> STEP: 21 | > loss_disc: 2.493356227874756 (2.3466246014549617) | > loss_disc_real_0: 0.16343186795711517 (0.18094611025991897) | > loss_disc_real_1: 0.1612873673439026 (0.1651478363644509) | > loss_disc_real_2: 0.15821895003318787 (0.19161357837063925) | > loss_disc_real_3: 0.2837894856929779 (0.2596221608775003) | > loss_disc_real_4: 0.2804464101791382 (0.2690370891775403) | > loss_disc_real_5: 0.19714497029781342 (0.22197742405391874) | > loss_0: 2.493356227874756 (2.3466246014549617) | > loss_gen: 2.2616283893585205 (2.658003262111119) | > loss_kl: 2.589372396469116 (2.3952562979289462) | > loss_feat: 5.024082183837891 (7.206595307304745) | > loss_mel: 16.278806686401367 (18.918236641656783) | > loss_duration: 2.1324567794799805 (2.298548596245902) | > loss_1: 28.286346435546875 (33.476639520554315)  --> STEP: 22 | > loss_disc: 2.2247118949890137 (2.3410831147974185) | > loss_disc_real_0: 0.1508764624595642 (0.17957930808717557) | > loss_disc_real_1: 0.11711081862449646 (0.16296433555808934) | > loss_disc_real_2: 0.12298993766307831 (0.18849432197484103) | > loss_disc_real_3: 0.1841157227754593 (0.25619005005468026) | > loss_disc_real_4: 0.24560442566871643 (0.2679719681089574) | > loss_disc_real_5: 0.20798182487487793 (0.22134126045487143) | > loss_0: 2.2247118949890137 (2.3410831147974185) | > loss_gen: 2.5006606578826904 (2.6508513255552812) | > loss_kl: 1.9245284795761108 (2.373859578912908) | > loss_feat: 8.209648132324219 (7.252188617532903) | > loss_mel: 19.301382064819336 (18.935652342709627) | > loss_duration: 2.1672887802124023 (2.292582240971652) | > loss_1: 34.10350799560547 (33.50513354214755)  --> STEP: 23 | > loss_disc: 2.7568702697753906 (2.359160817187765) | > loss_disc_real_0: 0.42475324869155884 (0.1902390446351922) | > loss_disc_real_1: 0.22398968040943146 (0.16561761142119116) | > loss_disc_real_2: 0.2693299353122711 (0.19200891385907712) | > loss_disc_real_3: 0.22724571824073792 (0.2549316008453784) | > loss_disc_real_4: 0.3065197169780731 (0.2696479571902233) | > loss_disc_real_5: 0.2909519672393799 (0.22436781292376312) | > loss_0: 2.7568702697753906 (2.359160817187765) | > loss_gen: 2.8004274368286133 (2.657354634741078) | > loss_kl: 2.400351047515869 (2.375011381895646) | > loss_feat: 6.222531795501709 (7.207420929618504) | > loss_mel: 18.154218673706055 (18.90167696579643) | > loss_duration: 2.2610526084899902 (2.2912113873854927) | > loss_1: 31.83858299255371 (33.43267482259999)  --> STEP: 24 | > loss_disc: 2.331555128097534 (2.3580105801423388) | > loss_disc_real_0: 0.20973064005374908 (0.19105119444429874) | > loss_disc_real_1: 0.17249953746795654 (0.16590435833980638) | > loss_disc_real_2: 0.19235742092132568 (0.19202343498667082) | > loss_disc_real_3: 0.16808795928955078 (0.25131311578055227) | > loss_disc_real_4: 0.18675054609775543 (0.2661938983947038) | > loss_disc_real_5: 0.30170947313308716 (0.2275903820991516) | > loss_0: 2.331555128097534 (2.3580105801423388) | > loss_gen: 2.3629322052001953 (2.645087033510208) | > loss_kl: 2.591980457305908 (2.38405176003774) | > loss_feat: 4.778378963470459 (7.106210847695668) | > loss_mel: 18.490068435668945 (18.88452661037445) | > loss_duration: 2.452504873275757 (2.297931949297587) | > loss_1: 30.675865173339844 (33.31780775388082)  --> STEP: 25 | > loss_disc: 2.741032123565674 (2.373331441879272) | > loss_disc_real_0: 0.41343924403190613 (0.19994671642780304) | > loss_disc_real_1: 0.2633359432220459 (0.16980162173509597) | > loss_disc_real_2: 0.25511375069618225 (0.19454704761505126) | > loss_disc_real_3: 0.2976483702659607 (0.2531665259599686) | > loss_disc_real_4: 0.23594427108764648 (0.2649839133024215) | > loss_disc_real_5: 0.15966154634952545 (0.22487322866916656) | > loss_0: 2.741032123565674 (2.373331441879272) | > loss_gen: 2.619607925415039 (2.6440678691864012) | > loss_kl: 2.8789501190185547 (2.4038476943969727) | > loss_feat: 8.051196098327637 (7.144010257720947) | > loss_mel: 16.609277725219727 (18.79351665496826) | > loss_duration: 2.32800030708313 (2.299134683609009) | > loss_1: 32.48703384399414 (33.28457679748535)  --> STEP: 26 | > loss_disc: 2.607388973236084 (2.382333654623765) | > loss_disc_real_0: 0.3369709551334381 (0.20521687945494285) | > loss_disc_real_1: 0.1555297076702118 (0.16925270196336967) | > loss_disc_real_2: 0.20742730796337128 (0.1950424422438328) | > loss_disc_real_3: 0.20023851096630096 (0.25113083307559675) | > loss_disc_real_4: 0.26548996567726135 (0.26500337685529995) | > loss_disc_real_5: 0.19868093729019165 (0.2238658328468983) | > loss_0: 2.607388973236084 (2.382333654623765) | > loss_gen: 2.244661808013916 (2.6287060976028442) | > loss_kl: 2.079662561416626 (2.39137903543619) | > loss_feat: 7.799659252166748 (7.169227526738093) | > loss_mel: 13.399608612060547 (18.586058653317966) | > loss_duration: 2.2997350692749023 (2.29915777536539) | > loss_1: 27.823326110839844 (33.07452869415283) --> EVAL PERFORMANCE | > avg_loader_time: 0.002428733385526217 (+2.8399320749136585e-05) | > avg_loss_disc: 2.382333654623765 (+0.039602696895599365) | > avg_loss_disc_real_0: 0.20521687945494285 (+0.07000931982810685) | > avg_loss_disc_real_1: 0.16925270196336967 (-0.04812359551970774) | > avg_loss_disc_real_2: 0.1950424422438328 (-0.012669409696872441) | > avg_loss_disc_real_3: 0.25113083307559675 (-0.0009835075873595445) | > avg_loss_disc_real_4: 0.26500337685529995 (+0.021186675589818155) | > avg_loss_disc_real_5: 0.2238658328468983 (-0.017231269524647652) | > avg_loss_0: 2.382333654623765 (+0.039602696895599365) | > avg_loss_gen: 2.6287060976028442 (+0.04144399899702789) | > avg_loss_kl: 2.39137903543619 (+0.05830828501627927) | > avg_loss_feat: 7.169227526738093 (+0.178370163990901) | > avg_loss_mel: 18.586058653317966 (-0.2590621434725229) | > avg_loss_duration: 2.29915777536539 (+0.008828172316919236) | > avg_loss_1: 33.07452869415283 (+0.02788844475379193)  > EPOCH: 236/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:18:45)   --> TIME: 2024-06-11 01:18:53 -- STEP: 19/330 -- GLOBAL_STEP: 165900 | > loss_disc: 2.3122806549072266 (2.3238591269442908) | > loss_disc_real_0: 0.12917590141296387 (0.11392787530233986) | > loss_disc_real_1: 0.21776197850704193 (0.20233068262275897) | > loss_disc_real_2: 0.18482643365859985 (0.21773367963339152) | > loss_disc_real_3: 0.21678714454174042 (0.2330484390258789) | > loss_disc_real_4: 0.21714797616004944 (0.22556739496557335) | > loss_disc_real_5: 0.2035263478755951 (0.2154099431477095) | > loss_0: 2.3122806549072266 (2.3238591269442908) | > grad_norm_0: tensor(8.2501, device='cuda:0') (tensor(9.9784, device='cuda:0')) | > loss_gen: 2.42455792427063 (2.5341678293127763) | > loss_kl: 1.821063756942749 (1.786729473816721) | > loss_feat: 7.917439937591553 (7.128915987516704) | > loss_mel: 18.685226440429688 (19.140959890265215) | > loss_duration: 2.0546774864196777 (2.155783966967934) | > loss_1: 32.9029655456543 (32.74655733610455) | > grad_norm_1: tensor(87.6271, device='cuda:0') (tensor(108.0723, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3376 (0.3456489788858514) | > loader_time: 0.0033 (0.003076967440153423)  --> TIME: 2024-06-11 01:19:02 -- STEP: 44/330 -- GLOBAL_STEP: 165925 | > loss_disc: 2.2892167568206787 (2.308999684723941) | > loss_disc_real_0: 0.137154221534729 (0.11162185584279624) | > loss_disc_real_1: 0.19399023056030273 (0.20378972352905708) | > loss_disc_real_2: 0.1858702301979065 (0.21511444720354947) | > loss_disc_real_3: 0.2310905009508133 (0.22634867781942541) | > loss_disc_real_4: 0.2120649814605713 (0.2228498404676264) | > loss_disc_real_5: 0.21340923011302948 (0.21518941799348051) | > loss_0: 2.2892167568206787 (2.308999684723941) | > grad_norm_0: tensor(4.9012, device='cuda:0') (tensor(9.8645, device='cuda:0')) | > loss_gen: 2.409055471420288 (2.548590199513868) | > loss_kl: 1.8193506002426147 (1.796452278440649) | > loss_feat: 7.919660568237305 (7.244058164683255) | > loss_mel: 18.754953384399414 (19.1180666143244) | > loss_duration: 1.969781756401062 (2.0914884616028186) | > loss_1: 32.872802734375 (32.7986557266929) | > grad_norm_1: tensor(181.3280, device='cuda:0') (tensor(127.9043, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3562 (0.3486462506380948) | > loader_time: 0.0033 (0.0032315145839344373)  --> TIME: 2024-06-11 01:19:11 -- STEP: 69/330 -- GLOBAL_STEP: 165950 | > loss_disc: 2.13199782371521 (2.2992023626963296) | > loss_disc_real_0: 0.08277210593223572 (0.11070872616508733) | > loss_disc_real_1: 0.1803521364927292 (0.2021365247774815) | > loss_disc_real_2: 0.2413889616727829 (0.21456720042919766) | > loss_disc_real_3: 0.20464786887168884 (0.2247074790622877) | > loss_disc_real_4: 0.17751243710517883 (0.22201446217039358) | > loss_disc_real_5: 0.17662610113620758 (0.2137045149785885) | > loss_0: 2.13199782371521 (2.2992023626963296) | > grad_norm_0: tensor(8.9575, device='cuda:0') (tensor(11.8126, device='cuda:0')) | > loss_gen: 2.704967737197876 (2.5557822317316905) | > loss_kl: 1.68889319896698 (1.7811855319617451) | > loss_feat: 8.350326538085938 (7.312109553295633) | > loss_mel: 18.96491241455078 (19.094774909641433) | > loss_duration: 1.9996159076690674 (2.0690733954526377) | > loss_1: 33.70871353149414 (32.812925559886985) | > grad_norm_1: tensor(117.2750, device='cuda:0') (tensor(140.3597, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3472 (0.3508577899656433) | > loader_time: 0.0037 (0.0033688890761223392)  --> TIME: 2024-06-11 01:19:21 -- STEP: 94/330 -- GLOBAL_STEP: 165975 | > loss_disc: 2.3068172931671143 (2.2984707533045) | > loss_disc_real_0: 0.0962761864066124 (0.11121925838450168) | > loss_disc_real_1: 0.2404964417219162 (0.2008373685022618) | > loss_disc_real_2: 0.17661124467849731 (0.21446944598821885) | > loss_disc_real_3: 0.21230368316173553 (0.2252112029397741) | > loss_disc_real_4: 0.2039596289396286 (0.22228183866815365) | > loss_disc_real_5: 0.20058496296405792 (0.2135182757009851) | > loss_0: 2.3068172931671143 (2.2984707533045) | > grad_norm_0: tensor(9.0569, device='cuda:0') (tensor(11.9971, device='cuda:0')) | > loss_gen: 2.550999641418457 (2.552595151231644) | > loss_kl: 1.8978359699249268 (1.781813327302324) | > loss_feat: 7.667755126953125 (7.313041834121055) | > loss_mel: 19.130340576171875 (19.02011838872383) | > loss_duration: 2.0785789489746094 (2.0604636618431575) | > loss_1: 33.32550811767578 (32.728032294740075) | > grad_norm_1: tensor(108.4891, device='cuda:0') (tensor(153.0502, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3684 (0.35757297150632167) | > loader_time: 0.0044 (0.003483544004724381)  --> TIME: 2024-06-11 01:19:30 -- STEP: 119/330 -- GLOBAL_STEP: 166000 | > loss_disc: 2.1885907649993896 (2.2936718083229377) | > loss_disc_real_0: 0.11577437818050385 (0.11108715431529935) | > loss_disc_real_1: 0.14056620001792908 (0.19903573569129496) | > loss_disc_real_2: 0.20228469371795654 (0.21506707595676935) | > loss_disc_real_3: 0.2525468170642853 (0.22489955520429528) | > loss_disc_real_4: 0.22596846520900726 (0.2207087759210282) | > loss_disc_real_5: 0.1988612413406372 (0.21293876151076885) | > loss_0: 2.1885907649993896 (2.2936718083229377) | > grad_norm_0: tensor(26.4899, device='cuda:0') (tensor(12.2041, device='cuda:0')) | > loss_gen: 2.820298671722412 (2.5705886969045424) | > loss_kl: 1.8021016120910645 (1.7828420791305413) | > loss_feat: 7.721271991729736 (7.390350538141587) | > loss_mel: 19.755165100097656 (19.040967636749524) | > loss_duration: 2.037064552307129 (2.0580379321795546) | > loss_1: 34.13589859008789 (32.84278672482788) | > grad_norm_1: tensor(134.2066, device='cuda:0') (tensor(159.8316, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3803 (0.3608291990616742) | > loader_time: 0.0044 (0.0035521843854118794) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_166000.pth  --> TIME: 2024-06-11 01:19:45 -- STEP: 144/330 -- GLOBAL_STEP: 166025 | > loss_disc: 2.327242612838745 (2.2945599506298695) | > loss_disc_real_0: 0.1347360610961914 (0.11104499781504273) | > loss_disc_real_1: 0.19275183975696564 (0.19910817272547215) | > loss_disc_real_2: 0.25625160336494446 (0.21616883079210913) | > loss_disc_real_3: 0.23421019315719604 (0.22489856131788757) | > loss_disc_real_4: 0.26090848445892334 (0.22050240273690888) | > loss_disc_real_5: 0.24285714328289032 (0.21287210978981524) | > loss_0: 2.327242612838745 (2.2945599506298695) | > grad_norm_0: tensor(38.8749, device='cuda:0') (tensor(15.0312, device='cuda:0')) | > loss_gen: 2.7919211387634277 (2.5747359825505147) | > loss_kl: 1.7867404222488403 (1.7796753015783098) | > loss_feat: 7.3294830322265625 (7.4112900959120855) | > loss_mel: 18.705488204956055 (19.066283199522232) | > loss_duration: 2.0449862480163574 (2.0607697483566074) | > loss_1: 32.65861892700195 (32.89275426334807) | > grad_norm_1: tensor(266.9333, device='cuda:0') (tensor(183.5980, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3847 (0.3637575176027086) | > loader_time: 0.0049 (0.0036632484859890407)  --> TIME: 2024-06-11 01:19:54 -- STEP: 169/330 -- GLOBAL_STEP: 166050 | > loss_disc: 2.2760279178619385 (2.294109066562538) | > loss_disc_real_0: 0.12679356336593628 (0.11204151090609252) | > loss_disc_real_1: 0.17632851004600525 (0.19941965733054112) | > loss_disc_real_2: 0.1763419359922409 (0.21502063824580261) | > loss_disc_real_3: 0.20990575850009918 (0.22454169304413202) | > loss_disc_real_4: 0.20931971073150635 (0.22028480761149932) | > loss_disc_real_5: 0.19452323019504547 (0.21283080186364223) | > loss_0: 2.2760279178619385 (2.294109066562538) | > grad_norm_0: tensor(30.0169, device='cuda:0') (tensor(17.3573, device='cuda:0')) | > loss_gen: 2.555619478225708 (2.5779065182928504) | > loss_kl: 1.7279237508773804 (1.7801374690772513) | > loss_feat: 8.345796585083008 (7.4283258731548605) | > loss_mel: 18.36139678955078 (19.05684451944023) | > loss_duration: 2.0859599113464355 (2.0633798139335133) | > loss_1: 33.07669448852539 (32.90659411277997) | > grad_norm_1: tensor(395.4680, device='cuda:0') (tensor(203.2713, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3865 (0.365496473199517) | > loader_time: 0.0045 (0.0037925581960283087)  --> TIME: 2024-06-11 01:20:04 -- STEP: 194/330 -- GLOBAL_STEP: 166075 | > loss_disc: 2.2829337120056152 (2.2937055641842856) | > loss_disc_real_0: 0.06821096688508987 (0.11193289530953181) | > loss_disc_real_1: 0.17940615117549896 (0.19958444054900978) | > loss_disc_real_2: 0.23712074756622314 (0.21522886981976397) | > loss_disc_real_3: 0.2503037452697754 (0.22424641059538752) | > loss_disc_real_4: 0.235765740275383 (0.2203981808012294) | > loss_disc_real_5: 0.2275172770023346 (0.2129818847806184) | > loss_0: 2.2829337120056152 (2.2937055641842856) | > grad_norm_0: tensor(33.7056, device='cuda:0') (tensor(19.4766, device='cuda:0')) | > loss_gen: 2.476372718811035 (2.5815946994368555) | > loss_kl: 1.7587381601333618 (1.7799560249466257) | > loss_feat: 6.940033435821533 (7.436262592826922) | > loss_mel: 19.253639221191406 (19.032229108908727) | > loss_duration: 2.078584909439087 (2.0687661392172587) | > loss_1: 32.50736999511719 (32.8988084793091) | > grad_norm_1: tensor(323.3539, device='cuda:0') (tensor(224.5942, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3804 (0.3678902043509729) | > loader_time: 0.0053 (0.003923787284143192)  --> TIME: 2024-06-11 01:20:14 -- STEP: 219/330 -- GLOBAL_STEP: 166100 | > loss_disc: 2.210817337036133 (2.2920889429850115) | > loss_disc_real_0: 0.1427607238292694 (0.11202185747285956) | > loss_disc_real_1: 0.20445287227630615 (0.19948836609925302) | > loss_disc_real_2: 0.18937548995018005 (0.21457346511758077) | > loss_disc_real_3: 0.2188754826784134 (0.22456764678160349) | > loss_disc_real_4: 0.22053919732570648 (0.22004608755514501) | > loss_disc_real_5: 0.23288094997406006 (0.21260871163241946) | > loss_0: 2.210817337036133 (2.2920889429850115) | > grad_norm_0: tensor(9.0285, device='cuda:0') (tensor(19.7921, device='cuda:0')) | > loss_gen: 2.8267922401428223 (2.5803547809113097) | > loss_kl: 1.8979226350784302 (1.7805133486447269) | > loss_feat: 8.5047025680542 (7.444567514881151) | > loss_mel: 18.914791107177734 (18.988437112607897) | > loss_duration: 2.124948024749756 (2.0748008386185175) | > loss_1: 34.26915740966797 (32.86867354231883) | > grad_norm_1: tensor(222.5840, device='cuda:0') (tensor(233.2200, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.3882 (0.37045388025780246) | > loader_time: 0.0049 (0.004060838864818557)  --> TIME: 2024-06-11 01:20:25 -- STEP: 244/330 -- GLOBAL_STEP: 166125 | > loss_disc: 2.3496651649475098 (2.2961211673548956) | > loss_disc_real_0: 0.08498181402683258 (0.11284369831813164) | > loss_disc_real_1: 0.16914047300815582 (0.2006838456651226) | > loss_disc_real_2: 0.20674023032188416 (0.21507547826307716) | > loss_disc_real_3: 0.21342839300632477 (0.224480538644263) | > loss_disc_real_4: 0.21529211103916168 (0.21962235721408344) | > loss_disc_real_5: 0.2036994993686676 (0.21211561127031442) | > loss_0: 2.3496651649475098 (2.2961211673548956) | > grad_norm_0: tensor(44.1852, device='cuda:0') (tensor(20.6242, device='cuda:0')) | > loss_gen: 2.5545711517333984 (2.5762556322285377) | > loss_kl: 1.6108275651931763 (1.7799884310511291) | > loss_feat: 7.656623840332031 (7.4440693132212905) | > loss_mel: 18.83661651611328 (18.965605829582824) | > loss_duration: 2.089909076690674 (2.0822852488423966) | > loss_1: 32.74855041503906 (32.848204448574876) | > grad_norm_1: tensor(439.3688, device='cuda:0') (tensor(243.4595, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.4303 (0.374410337111989) | > loader_time: 0.0062 (0.0042025945225700025)  --> TIME: 2024-06-11 01:20:36 -- STEP: 269/330 -- GLOBAL_STEP: 166150 | > loss_disc: 2.2249794006347656 (2.292625781771861) | > loss_disc_real_0: 0.10039451718330383 (0.1133934599814805) | > loss_disc_real_1: 0.2137519270181656 (0.20043103701563125) | > loss_disc_real_2: 0.25687921047210693 (0.2150403828425921) | > loss_disc_real_3: 0.22077935934066772 (0.2240598141371539) | > loss_disc_real_4: 0.229139506816864 (0.2196641362732671) | > loss_disc_real_5: 0.230979323387146 (0.21189952877152812) | > loss_0: 2.2249794006347656 (2.292625781771861) | > grad_norm_0: tensor(23.9694, device='cuda:0') (tensor(21.5264, device='cuda:0')) | > loss_gen: 2.7568650245666504 (2.583691884150735) | > loss_kl: 1.7255065441131592 (1.7797556406503274) | > loss_feat: 7.905492305755615 (7.495997152363944) | > loss_mel: 18.362285614013672 (18.953646330142096) | > loss_duration: 2.178286075592041 (2.0889783898250776) | > loss_1: 32.928436279296875 (32.902069425051096) | > grad_norm_1: tensor(440.8096, device='cuda:0') (tensor(258.4774, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.4427 (0.37949464046379006) | > loader_time: 0.0059 (0.00436242273749029)  --> TIME: 2024-06-11 01:20:47 -- STEP: 294/330 -- GLOBAL_STEP: 166175 | > loss_disc: 2.470656633377075 (2.292708130109877) | > loss_disc_real_0: 0.10346050560474396 (0.11383277965950317) | > loss_disc_real_1: 0.22451113164424896 (0.20067681574902563) | > loss_disc_real_2: 0.2101864367723465 (0.2147404954445605) | > loss_disc_real_3: 0.28995704650878906 (0.22382236120043958) | > loss_disc_real_4: 0.2933235466480255 (0.21945811412772354) | > loss_disc_real_5: 0.2565422058105469 (0.21185686408865217) | > loss_0: 2.470656633377075 (2.292708130109877) | > grad_norm_0: tensor(27.1765, device='cuda:0') (tensor(23.7482, device='cuda:0')) | > loss_gen: 2.7149853706359863 (2.5894993235464803) | > loss_kl: 1.8537170886993408 (1.7823327775715163) | > loss_feat: 8.566352844238281 (7.521156494309302) | > loss_mel: 19.400209426879883 (18.91117100488571) | > loss_duration: 2.2305679321289062 (2.097869319980648) | > loss_1: 34.765830993652344 (32.9020289336743) | > grad_norm_1: tensor(436.9799, device='cuda:0') (tensor(271.5589, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.4575 (0.38511945844507534) | > loader_time: 0.0076 (0.004541092178448527)  --> TIME: 2024-06-11 01:21:00 -- STEP: 319/330 -- GLOBAL_STEP: 166200 | > loss_disc: 2.2883050441741943 (2.295884069604184) | > loss_disc_real_0: 0.1435350775718689 (0.11476425230970204) | > loss_disc_real_1: 0.28491437435150146 (0.200346007335896) | > loss_disc_real_2: 0.2565895915031433 (0.21477716142854716) | > loss_disc_real_3: 0.19453154504299164 (0.22414854481862995) | > loss_disc_real_4: 0.1969275176525116 (0.2195822620373161) | > loss_disc_real_5: 0.20122337341308594 (0.2126416773257959) | > loss_0: 2.2883050441741943 (2.295884069604184) | > grad_norm_0: tensor(29.6742, device='cuda:0') (tensor(24.7974, device='cuda:0')) | > loss_gen: 2.896756649017334 (2.5914145562342323) | > loss_kl: 1.7509394884109497 (1.7827248259397888) | > loss_feat: 8.071089744567871 (7.548320436926097) | > loss_mel: 17.769975662231445 (18.866263320827173) | > loss_duration: 2.28071928024292 (2.110463700698088) | > loss_1: 32.76948165893555 (32.89918687276333) | > grad_norm_1: tensor(438.4501, device='cuda:0') (tensor(278.7480, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.537 (0.39459788687176833) | > loader_time: 0.009 (0.004786011567310105)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6479344367980957 (2.6479344367980957) | > loss_disc_real_0: 0.18609419465065002 (0.18609419465065002) | > loss_disc_real_1: 0.32387226819992065 (0.32387226819992065) | > loss_disc_real_2: 0.3862440288066864 (0.3862440288066864) | > loss_disc_real_3: 0.3102697730064392 (0.3102697730064392) | > loss_disc_real_4: 0.2719389796257019 (0.2719389796257019) | > loss_disc_real_5: 0.31571877002716064 (0.31571877002716064) | > loss_0: 2.6479344367980957 (2.6479344367980957) | > loss_gen: 2.873826026916504 (2.873826026916504) | > loss_kl: 2.1468734741210938 (2.1468734741210938) | > loss_feat: 6.1824774742126465 (6.1824774742126465) | > loss_mel: 16.724288940429688 (16.724288940429688) | > loss_duration: 2.848102569580078 (2.848102569580078) | > loss_1: 30.775569915771484 (30.775569915771484)  --> STEP: 1 | > loss_disc: 2.4029717445373535 (2.4029717445373535) | > loss_disc_real_0: 0.08110914379358292 (0.08110914379358292) | > loss_disc_real_1: 0.2400864213705063 (0.2400864213705063) | > loss_disc_real_2: 0.24111013114452362 (0.24111013114452362) | > loss_disc_real_3: 0.3275569975376129 (0.3275569975376129) | > loss_disc_real_4: 0.24543824791908264 (0.24543824791908264) | > loss_disc_real_5: 0.24765272438526154 (0.24765272438526154) | > loss_0: 2.4029717445373535 (2.4029717445373535) | > loss_gen: 2.4748616218566895 (2.4748616218566895) | > loss_kl: 1.4959596395492554 (1.4959596395492554) | > loss_feat: 5.567876815795898 (5.567876815795898) | > loss_mel: 17.185205459594727 (17.185205459594727) | > loss_duration: 2.3190536499023438 (2.3190536499023438) | > loss_1: 29.042957305908203 (29.042957305908203)  --> STEP: 2 | > loss_disc: 2.7798714637756348 (2.591421604156494) | > loss_disc_real_0: 0.17554572224617004 (0.12832743301987648) | > loss_disc_real_1: 0.2475447654724121 (0.2438155934214592) | > loss_disc_real_2: 0.2651101350784302 (0.2531101331114769) | > loss_disc_real_3: 0.3272160291671753 (0.3273865133523941) | > loss_disc_real_4: 0.3617258071899414 (0.303582027554512) | > loss_disc_real_5: 0.5306236147880554 (0.3891381695866585) | > loss_0: 2.7798714637756348 (2.591421604156494) | > loss_gen: 2.839508295059204 (2.6571849584579468) | > loss_kl: 2.7046144008636475 (2.1002870202064514) | > loss_feat: 6.685937881469727 (6.1269073486328125) | > loss_mel: 21.522016525268555 (19.35361099243164) | > loss_duration: 2.3599026203155518 (2.3394781351089478) | > loss_1: 36.11198043823242 (32.57746887207031)  --> STEP: 3 | > loss_disc: 2.362720251083374 (2.5151878197987876) | > loss_disc_real_0: 0.07199013233184814 (0.1095483327905337) | > loss_disc_real_1: 0.25470468401908875 (0.24744529028733572) | > loss_disc_real_2: 0.17719469964504242 (0.2278049886226654) | > loss_disc_real_3: 0.303232878446579 (0.3193353017171224) | > loss_disc_real_4: 0.20999698340892792 (0.2723870128393173) | > loss_disc_real_5: 0.26826202869415283 (0.34884612262248993) | > loss_0: 2.362720251083374 (2.5151878197987876) | > loss_gen: 2.464735746383667 (2.5930352210998535) | > loss_kl: 2.4929044246673584 (2.231159488360087) | > loss_feat: 5.510581970214844 (5.921465555826823) | > loss_mel: 18.718120574951172 (19.141780853271484) | > loss_duration: 2.2044615745544434 (2.294472614924113) | > loss_1: 31.390804290771484 (32.18191401163737)  --> STEP: 4 | > loss_disc: 2.244039297103882 (2.447400689125061) | > loss_disc_real_0: 0.18972450494766235 (0.12959237582981586) | > loss_disc_real_1: 0.21334855258464813 (0.23892110586166382) | > loss_disc_real_2: 0.25732406973838806 (0.23518475890159607) | > loss_disc_real_3: 0.2601217031478882 (0.30453190207481384) | > loss_disc_real_4: 0.18869291245937347 (0.25146348774433136) | > loss_disc_real_5: 0.18762268126010895 (0.3085402622818947) | > loss_0: 2.244039297103882 (2.447400689125061) | > loss_gen: 3.0067837238311768 (2.6964723467826843) | > loss_kl: 2.808401107788086 (2.375469893217087) | > loss_feat: 9.590088844299316 (6.838621377944946) | > loss_mel: 18.83926773071289 (19.066152572631836) | > loss_duration: 2.2412052154541016 (2.28115576505661) | > loss_1: 36.485748291015625 (33.257872581481934)  --> STEP: 5 | > loss_disc: 2.834196090698242 (2.5247597694396973) | > loss_disc_real_0: 0.2968764901161194 (0.16304919868707657) | > loss_disc_real_1: 0.45724475383758545 (0.2825858354568481) | > loss_disc_real_2: 0.23958498239517212 (0.2360648036003113) | > loss_disc_real_3: 0.39632657170295715 (0.3228908360004425) | > loss_disc_real_4: 0.33621475100517273 (0.2684137403964996) | > loss_disc_real_5: 0.300097793340683 (0.30685176849365237) | > loss_0: 2.834196090698242 (2.5247597694396973) | > loss_gen: 3.0818703174591064 (2.7735519409179688) | > loss_kl: 2.0240519046783447 (2.3051862955093383) | > loss_feat: 6.142723560333252 (6.699441814422608) | > loss_mel: 18.63303565979004 (18.979529190063477) | > loss_duration: 2.3141140937805176 (2.2877474308013914) | > loss_1: 32.195796966552734 (33.045457458496095)  --> STEP: 6 | > loss_disc: 2.6224377155303955 (2.5410394271214805) | > loss_disc_real_0: 0.28844690322875977 (0.18394881611069044) | > loss_disc_real_1: 0.2780402898788452 (0.28182824452718097) | > loss_disc_real_2: 0.24618802964687347 (0.23775200794140497) | > loss_disc_real_3: 0.3292076587677002 (0.32394363979498547) | > loss_disc_real_4: 0.2727780342102051 (0.2691411226987839) | > loss_disc_real_5: 0.2814962863922119 (0.3026258548100789) | > loss_0: 2.6224377155303955 (2.5410394271214805) | > loss_gen: 2.8712894916534424 (2.7898415327072144) | > loss_kl: 1.9400486946105957 (2.244330028692881) | > loss_feat: 5.262210369110107 (6.459903240203857) | > loss_mel: 14.968371391296387 (18.311002890268963) | > loss_duration: 2.1320319175720215 (2.261794845263163) | > loss_1: 27.173954010009766 (32.06687355041504)  --> STEP: 7 | > loss_disc: 2.319894552230835 (2.509447302137102) | > loss_disc_real_0: 0.22094538807868958 (0.18923404067754745) | > loss_disc_real_1: 0.2205152064561844 (0.2730692390884672) | > loss_disc_real_2: 0.2296723872423172 (0.23659777641296387) | > loss_disc_real_3: 0.3143030107021332 (0.3225664070674351) | > loss_disc_real_4: 0.21867209672927856 (0.2619312618459974) | > loss_disc_real_5: 0.24679169058799744 (0.2946495456354959) | > loss_0: 2.319894552230835 (2.509447302137102) | > loss_gen: 3.0054574012756348 (2.82064379964556) | > loss_kl: 3.3135452270507812 (2.397075057029724) | > loss_feat: 6.704361438751221 (6.494825839996338) | > loss_mel: 18.198362350463867 (18.29491138458252) | > loss_duration: 2.4362545013427734 (2.286717653274536) | > loss_1: 33.657981872558594 (32.29417473929269)  --> STEP: 8 | > loss_disc: 2.52872371673584 (2.5118568539619446) | > loss_disc_real_0: 0.17244866490364075 (0.18713586870580912) | > loss_disc_real_1: 0.2902246415615082 (0.2752136643975973) | > loss_disc_real_2: 0.18338537216186523 (0.22994622588157654) | > loss_disc_real_3: 0.20202292501926422 (0.30749847181141376) | > loss_disc_real_4: 0.1812291145324707 (0.25184349343180656) | > loss_disc_real_5: 0.2178710401058197 (0.28505223244428635) | > loss_0: 2.52872371673584 (2.5118568539619446) | > loss_gen: 2.221623420715332 (2.7457662522792816) | > loss_kl: 2.5179882049560547 (2.4121892005205154) | > loss_feat: 5.822326183319092 (6.410763382911682) | > loss_mel: 16.298057556152344 (18.045304656028748) | > loss_duration: 2.1886463165283203 (2.274458736181259) | > loss_1: 29.048643112182617 (31.888483285903934)  --> STEP: 9 | > loss_disc: 2.6273245811462402 (2.5246866014268665) | > loss_disc_real_0: 0.17507050931453705 (0.18579527321789) | > loss_disc_real_1: 0.1983397901058197 (0.26667212280962205) | > loss_disc_real_2: 0.16991321742534637 (0.22327589160866207) | > loss_disc_real_3: 0.32775530219078064 (0.30974923074245453) | > loss_disc_real_4: 0.2779731750488281 (0.2547467913892534) | > loss_disc_real_5: 0.3140192925930023 (0.28827079468303257) | > loss_0: 2.6273245811462402 (2.5246866014268665) | > loss_gen: 2.735626220703125 (2.744639582104153) | > loss_kl: 2.3203928470611572 (2.401989605691698) | > loss_feat: 10.408269882202148 (6.854930771721734) | > loss_mel: 20.119966506958008 (18.275822639465332) | > loss_duration: 2.0986135005950928 (2.254920376671685) | > loss_1: 37.68286895751953 (32.53230391608344)  --> STEP: 10 | > loss_disc: 2.3293557167053223 (2.505153512954712) | > loss_disc_real_0: 0.177738755941391 (0.1849896214902401) | > loss_disc_real_1: 0.2890227138996124 (0.26890718191862106) | > loss_disc_real_2: 0.2558995485305786 (0.22653825730085372) | > loss_disc_real_3: 0.26678091287612915 (0.305452398955822) | > loss_disc_real_4: 0.219710111618042 (0.2512431234121323) | > loss_disc_real_5: 0.2618516981601715 (0.28562888503074646) | > loss_0: 2.3293557167053223 (2.505153512954712) | > loss_gen: 3.0673747062683105 (2.7769130945205687) | > loss_kl: 2.142035961151123 (2.3759942412376405) | > loss_feat: 7.4385905265808105 (6.913296747207641) | > loss_mel: 18.433612823486328 (18.29160165786743) | > loss_duration: 2.361947536468506 (2.265623092651367) | > loss_1: 33.44356155395508 (32.623429679870604)  --> STEP: 11 | > loss_disc: 2.5371837615966797 (2.5080653537403452) | > loss_disc_real_0: 0.13975732028484344 (0.1808775941079313) | > loss_disc_real_1: 0.20981433987617493 (0.2635351053693078) | > loss_disc_real_2: 0.2515815496444702 (0.2288149202411825) | > loss_disc_real_3: 0.27444159984588623 (0.3026332354003733) | > loss_disc_real_4: 0.2861393988132477 (0.25441551208496094) | > loss_disc_real_5: 0.3505488336086273 (0.29153069853782654) | > loss_0: 2.5371837615966797 (2.5080653537403452) | > loss_gen: 2.611924171447754 (2.7619141015139492) | > loss_kl: 2.7250380516052246 (2.4077254967256025) | > loss_feat: 5.505974292755127 (6.785358342257413) | > loss_mel: 18.491724014282227 (18.309794599359687) | > loss_duration: 2.424339532852173 (2.2800518599423496) | > loss_1: 31.75899887084961 (32.544845060868695)  --> STEP: 12 | > loss_disc: 2.632965564727783 (2.5184737046559653) | > loss_disc_real_0: 0.13142718374729156 (0.176756726577878) | > loss_disc_real_1: 0.3127206563949585 (0.267633901288112) | > loss_disc_real_2: 0.27678072452545166 (0.23281207059820494) | > loss_disc_real_3: 0.38608911633491516 (0.30958789214491844) | > loss_disc_real_4: 0.2649381160736084 (0.2552923957506816) | > loss_disc_real_5: 0.29487231373786926 (0.29180916647116345) | > loss_0: 2.632965564727783 (2.5184737046559653) | > loss_gen: 2.828867197036743 (2.7674935261408486) | > loss_kl: 2.1130495071411133 (2.3831691642602286) | > loss_feat: 6.523262977600098 (6.763517061869304) | > loss_mel: 17.132936477661133 (18.211723089218143) | > loss_duration: 2.234414577484131 (2.2762487530708313) | > loss_1: 30.832530975341797 (32.40215222040812)  --> STEP: 13 | > loss_disc: 2.2244954109191895 (2.495859989753136) | > loss_disc_real_0: 0.06660468131303787 (0.16828349232673645) | > loss_disc_real_1: 0.240297332406044 (0.2655310882971837) | > loss_disc_real_2: 0.1484832465648651 (0.22632523798025572) | > loss_disc_real_3: 0.4226819574832916 (0.3182874356324856) | > loss_disc_real_4: 0.25894564390182495 (0.2555734148392311) | > loss_disc_real_5: 0.28962379693984985 (0.29164106112260085) | > loss_0: 2.2244954109191895 (2.495859989753136) | > loss_gen: 3.032116174697876 (2.7878491144913893) | > loss_kl: 1.9725452661514282 (2.3515827105595517) | > 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35.43819046020508 (32.879296847752165)  --> STEP: 15 | > loss_disc: 2.683706045150757 (2.5061681588490803) | > loss_disc_real_0: 0.16532617807388306 (0.16728905538717906) | > loss_disc_real_1: 0.3080623149871826 (0.2700232247511546) | > loss_disc_real_2: 0.27174514532089233 (0.22881090839703877) | > loss_disc_real_3: 0.30747050046920776 (0.31875092287858325) | > loss_disc_real_4: 0.250224232673645 (0.2560184597969056) | > loss_disc_real_5: 0.3118322789669037 (0.292704302072525) | > loss_0: 2.683706045150757 (2.5061681588490803) | > loss_gen: 2.785398006439209 (2.7862667242685952) | > loss_kl: 2.9335744380950928 (2.412493880589803) | > loss_feat: 6.100420951843262 (6.984652837117513) | > loss_mel: 20.884075164794922 (18.562823549906412) | > loss_duration: 2.2999067306518555 (2.274664545059204) | > loss_1: 35.00337600708008 (33.02090212504069)  --> STEP: 16 | > loss_disc: 2.626542568206787 (2.513691559433937) | > loss_disc_real_0: 0.14359495043754578 (0.16580817382782698) | > loss_disc_real_1: 0.23662103712558746 (0.26793558802455664) | > loss_disc_real_2: 0.22820943593978882 (0.22877331636846066) | > loss_disc_real_3: 0.28271666169166565 (0.3164987815544009) | > loss_disc_real_4: 0.2208821326494217 (0.25382243935018783) | > loss_disc_real_5: 0.21248991787433624 (0.2876909030601382) | > loss_0: 2.626542568206787 (2.513691559433937) | > loss_gen: 2.3700859546661377 (2.7602554261684418) | > loss_kl: 2.2693188190460205 (2.4035454392433167) | > loss_feat: 7.459984302520752 (7.0143610537052155) | > loss_mel: 18.55695152282715 (18.56245654821396) | > loss_duration: 2.346083164215088 (2.279128208756447) | > loss_1: 33.00242614746094 (33.019747376441956)  --> STEP: 17 | > loss_disc: 2.3464155197143555 (2.503851792391609) | > loss_disc_real_0: 0.15873776376247406 (0.16539226735339446) | > loss_disc_real_1: 0.24258090555667877 (0.2664441361146815) | > loss_disc_real_2: 0.23187361657619476 (0.2289556869689156) | > loss_disc_real_3: 0.2957078814506531 (0.31527578743065104) | > loss_disc_real_4: 0.2525886595249176 (0.2537498640663484) | > loss_disc_real_5: 0.35394755005836487 (0.29158835288356333) | > loss_0: 2.3464155197143555 (2.503851792391609) | > loss_gen: 2.947190046310425 (2.771251580294441) | > loss_kl: 2.0599935054779053 (2.383336501962998) | > loss_feat: 6.375758171081543 (6.976796178256764) | > loss_mel: 19.212976455688477 (18.600722425124225) | > loss_duration: 2.4361417293548584 (2.2883642982034123) | > loss_1: 33.03205871582031 (33.02047157287598)  --> STEP: 18 | > loss_disc: 2.231717586517334 (2.4887332253985934) | > loss_disc_real_0: 0.06503426283597946 (0.1598168226579825) | > loss_disc_real_1: 0.24854539334774017 (0.26544976151651806) | > loss_disc_real_2: 0.18943580985069275 (0.22676013824012545) | > loss_disc_real_3: 0.2339344322681427 (0.3107568232549561) | > loss_disc_real_4: 0.2123510241508484 (0.2514499285154873) | > loss_disc_real_5: 0.35563936829566956 (0.29514674262868035) | > loss_0: 2.231717586517334 (2.4887332253985934) | > loss_gen: 2.7728984355926514 (2.7713430722554526) | > loss_kl: 2.348158121109009 (2.38138214747111) | > loss_feat: 8.90959644317627 (7.084173970752293) | > loss_mel: 21.981914520263672 (18.788566430409748) | > loss_duration: 2.248744010925293 (2.2861631711324057) | > loss_1: 38.261314392089844 (33.31162950727675)  --> STEP: 19 | > loss_disc: 2.704782009124756 (2.50010421401576) | > loss_disc_real_0: 0.2530890107154846 (0.16472588518732473) | > loss_disc_real_1: 0.32062575221061707 (0.2683537610267338) | > loss_disc_real_2: 0.20372231304645538 (0.2255476211246691) | > loss_disc_real_3: 0.2968252897262573 (0.3100235846481825) | > loss_disc_real_4: 0.23398178815841675 (0.2505305527072204) | > loss_disc_real_5: 0.3063620626926422 (0.29573702263204676) | > loss_0: 2.704782009124756 (2.50010421401576) | > loss_gen: 2.4542996883392334 (2.7546565783651253) | > loss_kl: 1.822606086730957 (2.351972881116365) | > loss_feat: 6.402003288269043 (7.048270250621595) | > loss_mel: 18.3907527923584 (18.76762887051231) | > loss_duration: 2.3122055530548096 (2.287533822812532) | > loss_1: 31.381868362426758 (33.21006313123201)  --> STEP: 20 | > loss_disc: 2.230485439300537 (2.4866232752799986) | > loss_disc_real_0: 0.12996071577072144 (0.16298762671649455) | > loss_disc_real_1: 0.1795480102300644 (0.2639134734869003) | > loss_disc_real_2: 0.19967910647392273 (0.22425419539213182) | > loss_disc_real_3: 0.21750134229660034 (0.3053974725306034) | > loss_disc_real_4: 0.17471939325332642 (0.24673999473452574) | > loss_disc_real_5: 0.21738183498382568 (0.2918192632496357) | > loss_0: 2.230485439300537 (2.4866232752799986) | > loss_gen: 2.485531806945801 (2.741200339794159) | > loss_kl: 2.3073136806488037 (2.3497399210929872) | > loss_feat: 6.183236122131348 (7.005018544197083) | > loss_mel: 16.500791549682617 (18.654287004470824) | > loss_duration: 2.3341691493988037 (2.289865589141846) | > loss_1: 29.8110408782959 (33.040112018585205)  --> STEP: 21 | > loss_disc: 2.1276774406433105 (2.4695306164877757) | > loss_disc_real_0: 0.08320081979036331 (0.15918825495810734) | > loss_disc_real_1: 0.24632543325424194 (0.26307594776153564) | > loss_disc_real_2: 0.1875741332769394 (0.22250752576759883) | > loss_disc_real_3: 0.247310608625412 (0.30263143139226095) | > loss_disc_real_4: 0.1978294998407364 (0.24441092354910718) | > loss_disc_real_5: 0.29026851058006287 (0.29174541788441793) | > loss_0: 2.1276774406433105 (2.4695306164877757) | > loss_gen: 2.8690896034240723 (2.7472903047289168) | > loss_kl: 3.0536980628967285 (2.383261737369356) | > loss_feat: 5.671899795532227 (6.941536699022565) | > loss_mel: 15.670552253723145 (18.512204397292365) | > loss_duration: 2.0857906341552734 (2.280147734142485) | > loss_1: 29.351028442382812 (32.86444137209938)  --> STEP: 22 | > loss_disc: 2.3610727787017822 (2.464600714770231) | > loss_disc_real_0: 0.1841525137424469 (0.16032299399375913) | > loss_disc_real_1: 0.32154443860054016 (0.26573360643603583) | > loss_disc_real_2: 0.13756942749023438 (0.21864670311862772) | > loss_disc_real_3: 0.319441556930542 (0.30339552800763736) | > loss_disc_real_4: 0.22198769450187683 (0.24339168586514218) | > loss_disc_real_5: 0.24457399547100067 (0.2896012623201717) | > loss_0: 2.3610727787017822 (2.464600714770231) | > loss_gen: 2.7929093837738037 (2.749363899230957) | > loss_kl: 2.093384027481079 (2.3700854778289795) | > loss_feat: 7.056581020355225 (6.946765986355868) | > loss_mel: 18.608488082885742 (18.5165809284557) | > loss_duration: 2.1408042907714844 (2.273813941261985) | > loss_1: 32.692169189453125 (32.85661081834273)  --> STEP: 23 | > loss_disc: 2.4263792037963867 (2.462938909945281) | > loss_disc_real_0: 0.16066521406173706 (0.16033787312714948) | > loss_disc_real_1: 0.3419286906719208 (0.2690464361854222) | > loss_disc_real_2: 0.24215936660766602 (0.21966899283554242) | > loss_disc_real_3: 0.3692034184932709 (0.3062567406374475) | > loss_disc_real_4: 0.27049481868743896 (0.24457008294437246) | > loss_disc_real_5: 0.31377169489860535 (0.2906521506931471) | > loss_0: 2.4263792037963867 (2.462938909945281) | > loss_gen: 3.047457695007324 (2.762324499047321) | > loss_kl: 2.562727451324463 (2.378461215807044) | > loss_feat: 7.2040486335754395 (6.9579521884088935) | > loss_mel: 18.07537078857422 (18.497397878895637) | > loss_duration: 2.266373634338379 (2.2734904496566104) | > loss_1: 33.15597915649414 (32.86962683304496)  --> STEP: 24 | > loss_disc: 2.8786823749542236 (2.480261554320654) | > loss_disc_real_0: 0.1908823549747467 (0.16161055987079936) | > loss_disc_real_1: 0.36660146713256836 (0.2731112291415533) | > loss_disc_real_2: 0.19159474968910217 (0.21849923270444074) | > loss_disc_real_3: 0.3256883919239044 (0.30706639277438325) | > loss_disc_real_4: 0.29697656631469727 (0.246753686418136) | > loss_disc_real_5: 0.3840632140636444 (0.2945442783335845) | > loss_0: 2.8786823749542236 (2.480261554320654) | > loss_gen: 2.441884756088257 (2.748972843090693) | > loss_kl: 2.5366313457489014 (2.3850516378879547) | > loss_feat: 5.3727126121521 (6.891900539398193) | > loss_mel: 19.000242233276367 (18.518349726994835) | > loss_duration: 2.426162004470825 (2.279851764440536) | > loss_1: 31.777633666992188 (32.82412711779276)  --> STEP: 25 | > loss_disc: 2.5495946407318115 (2.4830348777771003) | > loss_disc_real_0: 0.17016324400901794 (0.16195266723632812) | > loss_disc_real_1: 0.33792948722839355 (0.2757039594650269) | > loss_disc_real_2: 0.25079068541526794 (0.21979089081287384) | > loss_disc_real_3: 0.28101205825805664 (0.30602421939373015) | > loss_disc_real_4: 0.23932968080043793 (0.24645672619342807) | > loss_disc_real_5: 0.3075644075870514 (0.2950650835037231) | > loss_0: 2.5495946407318115 (2.4830348777771003) | > loss_gen: 2.676348924636841 (2.746067886352539) | > loss_kl: 2.543938398361206 (2.391407108306885) | > loss_feat: 8.10595417022705 (6.940462684631347) | > loss_mel: 16.50972557067871 (18.43800476074219) | > loss_duration: 2.3491015434265137 (2.282621755599975) | > loss_1: 32.1850700378418 (32.79856483459473)  --> STEP: 26 | > loss_disc: 2.6362967491149902 (2.48892956513625) | > loss_disc_real_0: 0.20104645192623138 (0.16345627433978593) | > loss_disc_real_1: 0.12665395438671112 (0.26997126696201473) | > loss_disc_real_2: 0.12289071083068848 (0.21606396081355903) | > loss_disc_real_3: 0.06197922304272652 (0.29663787338023) | > loss_disc_real_4: 0.18714168667793274 (0.24417537851975518) | > loss_disc_real_5: 0.2009790539741516 (0.29144639006027806) | > loss_0: 2.6362967491149902 (2.48892956513625) | > loss_gen: 2.3567326068878174 (2.7310934525269728) | > loss_kl: 2.064382553100586 (2.37882924079895) | > loss_feat: 15.010151863098145 (7.250835345341609) | > loss_mel: 21.77753448486328 (18.566448211669922) | > loss_duration: 2.26649808883667 (2.282001614570617) | > loss_1: 43.47529983520508 (33.209208488464355) --> EVAL PERFORMANCE | > avg_loader_time: 0.002596029868492713 (+0.00016729648296649616) | > avg_loss_disc: 2.48892956513625 (+0.10659591051248496) | > avg_loss_disc_real_0: 0.16345627433978593 (-0.04176060511515692) | > avg_loss_disc_real_1: 0.26997126696201473 (+0.10071856499864507) | > avg_loss_disc_real_2: 0.21606396081355903 (+0.021021518569726227) | > avg_loss_disc_real_3: 0.29663787338023 (+0.04550704030463326) | > avg_loss_disc_real_4: 0.24417537851975518 (-0.020827998335544773) | > avg_loss_disc_real_5: 0.29144639006027806 (+0.06758055721337977) | > avg_loss_0: 2.48892956513625 (+0.10659591051248496) | > avg_loss_gen: 2.7310934525269728 (+0.10238735492412854) | > avg_loss_kl: 2.37882924079895 (-0.01254979463723993) | > avg_loss_feat: 7.250835345341609 (+0.08160781860351562) | > avg_loss_mel: 18.566448211669922 (-0.019610441648044485) | > avg_loss_duration: 2.282001614570617 (-0.017156160794773) | > avg_loss_1: 33.209208488464355 (+0.13467979431152344)  > EPOCH: 237/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:21:26)   --> TIME: 2024-06-11 01:21:32 -- STEP: 14/330 -- GLOBAL_STEP: 166225 | > loss_disc: 2.305906295776367 (2.3084563527788435) | > loss_disc_real_0: 0.16856224834918976 (0.11578007947121348) | > loss_disc_real_1: 0.19259963929653168 (0.20069116247551783) | > loss_disc_real_2: 0.24257907271385193 (0.20991987947906768) | > loss_disc_real_3: 0.23303572833538055 (0.22781197833163397) | > loss_disc_real_4: 0.23395191133022308 (0.22363040276936122) | > loss_disc_real_5: 0.2291567623615265 (0.23095415851899556) | > loss_0: 2.305906295776367 (2.3084563527788435) | > grad_norm_0: tensor(12.9635, device='cuda:0') (tensor(15.5212, device='cuda:0')) | > loss_gen: 2.7841200828552246 (2.5607888528278897) | > loss_kl: 1.8249140977859497 (1.763472080230713) | > loss_feat: 7.416946887969971 (7.02221417427063) | > loss_mel: 19.121824264526367 (19.074228150503977) | > loss_duration: 2.0804855823516846 (2.176085114479065) | > loss_1: 33.22829055786133 (32.596788678850444) | > grad_norm_1: tensor(194.9156, device='cuda:0') (tensor(184.8366, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3614 (0.3546633379799979) | > loader_time: 0.0031 (0.0031674419130597797)  --> TIME: 2024-06-11 01:21:41 -- STEP: 39/330 -- GLOBAL_STEP: 166250 | > loss_disc: 2.3613743782043457 (2.300621760197175) | > loss_disc_real_0: 0.09014113247394562 (0.11508583048215279) | > loss_disc_real_1: 0.1646457314491272 (0.19681401550769806) | > loss_disc_real_2: 0.19515763223171234 (0.2112740755845339) | > loss_disc_real_3: 0.22941625118255615 (0.224325798642941) | > loss_disc_real_4: 0.2102123647928238 (0.22107992263940665) | > loss_disc_real_5: 0.17794173955917358 (0.2166713357735903) | > loss_0: 2.3613743782043457 (2.300621760197175) | > grad_norm_0: tensor(11.2396, device='cuda:0') (tensor(11.8386, device='cuda:0')) | > loss_gen: 2.4668147563934326 (2.5439603450970774) | > loss_kl: 1.8507356643676758 (1.7390530353937395) | > loss_feat: 7.631373405456543 (7.207595372811342) | > loss_mel: 18.185644149780273 (19.120810777713093) | > loss_duration: 2.0742132663726807 (2.096474561935816) | > loss_1: 32.20878219604492 (32.70789425189679) | > grad_norm_1: tensor(125.2095, device='cuda:0') (tensor(144.4451, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3743 (0.3555426658728184) | > loader_time: 0.0033 (0.0034914505787384817)  --> TIME: 2024-06-11 01:21:50 -- STEP: 64/330 -- GLOBAL_STEP: 166275 | > loss_disc: 2.3483939170837402 (2.311027355492115) | > loss_disc_real_0: 0.12155264616012573 (0.11434098612517118) | > loss_disc_real_1: 0.16777342557907104 (0.19760533166117966) | > loss_disc_real_2: 0.2617001235485077 (0.21274639549665153) | > loss_disc_real_3: 0.22428782284259796 (0.22924822242930532) | > loss_disc_real_4: 0.20210972428321838 (0.2240443085320294) | > loss_disc_real_5: 0.20734193921089172 (0.21794953127391636) | > loss_0: 2.3483939170837402 (2.311027355492115) | > grad_norm_0: tensor(10.7042, device='cuda:0') (tensor(11.4972, device='cuda:0')) | > loss_gen: 2.3526928424835205 (2.54759469255805) | > loss_kl: 1.7326340675354004 (1.7459981888532639) | > loss_feat: 7.026095390319824 (7.262370444834232) | > loss_mel: 18.83141326904297 (19.086358338594437) | > loss_duration: 2.055159091949463 (2.068536115810275) | > loss_1: 31.997995376586914 (32.710857927799225) | > grad_norm_1: tensor(174.4328, device='cuda:0') (tensor(135.8293, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3587 (0.35400791093707085) | > loader_time: 0.0035 (0.003576017916202545)  --> TIME: 2024-06-11 01:21:59 -- STEP: 89/330 -- GLOBAL_STEP: 166300 | > loss_disc: 2.370500087738037 (2.306061013361042) | > loss_disc_real_0: 0.13348647952079773 (0.11397910536674971) | > loss_disc_real_1: 0.19261641800403595 (0.19777270599027694) | > loss_disc_real_2: 0.2314714789390564 (0.21318821826677645) | > loss_disc_real_3: 0.23099049925804138 (0.2272503449675742) | > loss_disc_real_4: 0.25318443775177 (0.22216134124927306) | > loss_disc_real_5: 0.23353211581707 (0.2161513664079516) | > loss_0: 2.370500087738037 (2.306061013361042) | > grad_norm_0: tensor(25.3497, device='cuda:0') (tensor(12.4693, device='cuda:0')) | > loss_gen: 2.4274702072143555 (2.5471947219934363) | > loss_kl: 1.9513802528381348 (1.7501568901404907) | > loss_feat: 6.458006858825684 (7.296083043130596) | > loss_mel: 18.756216049194336 (19.05171930120232) | > loss_duration: 2.06522798538208 (2.0579978482107095) | > loss_1: 31.658302307128906 (32.703151895758815) | > grad_norm_1: tensor(298.3954, device='cuda:0') (tensor(146.9415, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.358 (0.35480259509568807) | > loader_time: 0.0038 (0.0036360601360878246)  --> TIME: 2024-06-11 01:22:08 -- STEP: 114/330 -- GLOBAL_STEP: 166325 | > loss_disc: 2.2321295738220215 (2.301781815395021) | > loss_disc_real_0: 0.11844426393508911 (0.11450990727334692) | > loss_disc_real_1: 0.21704617142677307 (0.19786446554618967) | > loss_disc_real_2: 0.22081424295902252 (0.2135590466490963) | > loss_disc_real_3: 0.20032130181789398 (0.22574364158668017) | > loss_disc_real_4: 0.2063658982515335 (0.22182907830727727) | > loss_disc_real_5: 0.19741229712963104 (0.21445622935629727) | > loss_0: 2.2321295738220215 (2.301781815395021) | > grad_norm_0: tensor(19.2452, device='cuda:0') (tensor(14.2672, device='cuda:0')) | > loss_gen: 2.568239212036133 (2.5489899547476527) | > loss_kl: 1.903126835823059 (1.7534725666046143) | > loss_feat: 7.599379539489746 (7.311782987494218) | > loss_mel: 19.457462310791016 (19.062208008347895) | > loss_duration: 2.072298526763916 (2.0555724407497205) | > loss_1: 33.60050582885742 (32.732026083427556) | > grad_norm_1: tensor(261.3671, device='cuda:0') (tensor(170.5977, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3583 (0.35561991783610564) | > loader_time: 0.0043 (0.003713271074127733)  --> TIME: 2024-06-11 01:22:17 -- STEP: 139/330 -- GLOBAL_STEP: 166350 | > loss_disc: 2.345733642578125 (2.3038853209653354) | > loss_disc_real_0: 0.141028493642807 (0.11407496265584616) | > loss_disc_real_1: 0.18952710926532745 (0.19887581124580164) | > loss_disc_real_2: 0.20396511256694794 (0.2135655534781998) | > loss_disc_real_3: 0.23166526854038239 (0.22610433710564815) | > loss_disc_real_4: 0.22717610001564026 (0.22184830657440976) | > loss_disc_real_5: 0.2358134388923645 (0.21519005995431392) | > loss_0: 2.345733642578125 (2.3038853209653354) | > grad_norm_0: tensor(29.9493, device='cuda:0') (tensor(15.5117, device='cuda:0')) | > loss_gen: 2.4957597255706787 (2.554733700031858) | > loss_kl: 1.595493197441101 (1.7480948057106072) | > loss_feat: 7.526039123535156 (7.333000886354515) | > loss_mel: 18.233463287353516 (19.06063813957379) | > loss_duration: 2.1033411026000977 (2.0573508362118287) | > loss_1: 31.954097747802734 (32.75381847079708) | > grad_norm_1: tensor(419.6188, device='cuda:0') (tensor(190.2802, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3705 (0.3573380991709318) | > loader_time: 0.0043 (0.0038055361603661405)  --> TIME: 2024-06-11 01:22:27 -- STEP: 164/330 -- GLOBAL_STEP: 166375 | > loss_disc: 2.3146138191223145 (2.3034636770806673) | > loss_disc_real_0: 0.07737001776695251 (0.11340328510396364) | > loss_disc_real_1: 0.19023098051548004 (0.19859248726833156) | > loss_disc_real_2: 0.19345048069953918 (0.21309487167291524) | > loss_disc_real_3: 0.23310726881027222 (0.22625684211166894) | > loss_disc_real_4: 0.2202136218547821 (0.22172641000006252) | > loss_disc_real_5: 0.24687939882278442 (0.21466565213915775) | > loss_0: 2.3146138191223145 (2.3034636770806673) | > grad_norm_0: tensor(8.2947, device='cuda:0') (tensor(17.6355, device='cuda:0')) | > loss_gen: 2.8482513427734375 (2.5672877067472886) | > loss_kl: 1.6937143802642822 (1.7543407031675664) | > loss_feat: 7.795835494995117 (7.379647612571716) | > loss_mel: 18.950550079345703 (19.044589891666316) | > loss_duration: 2.1269452571868896 (2.0587606488204586) | > loss_1: 33.4152946472168 (32.80462663929636) | > grad_norm_1: tensor(328.3806, device='cuda:0') (tensor(215.9937, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.379 (0.361233138456577) | > loader_time: 0.0042 (0.00392155530976086)  --> TIME: 2024-06-11 01:22:37 -- STEP: 189/330 -- GLOBAL_STEP: 166400 | > loss_disc: 2.3757388591766357 (2.3047227884726547) | > loss_disc_real_0: 0.17529192566871643 (0.11585269418973772) | > loss_disc_real_1: 0.1540992259979248 (0.1991377544623834) | > loss_disc_real_2: 0.23864029347896576 (0.2137346339446527) | > loss_disc_real_3: 0.26253414154052734 (0.22578962170888509) | > loss_disc_real_4: 0.25916531682014465 (0.22150448816163196) | > loss_disc_real_5: 0.2614254057407379 (0.21456665250044016) | > loss_0: 2.3757388591766357 (2.3047227884726547) | > grad_norm_0: tensor(67.3463, device='cuda:0') (tensor(19.9561, device='cuda:0')) | > loss_gen: 2.7105913162231445 (2.570628588792508) | > loss_kl: 1.8896474838256836 (1.7527587729156333) | > loss_feat: 6.763246536254883 (7.389785945730865) | > loss_mel: 18.746139526367188 (18.9940614952612) | > loss_duration: 2.1516644954681396 (2.064856808021586) | > loss_1: 32.261287689208984 (32.77209167884139) | > grad_norm_1: tensor(294.2847, device='cuda:0') (tensor(228.2504, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3904 (0.364870261893701) | > loader_time: 0.0049 (0.004059920235285683)  --> TIME: 2024-06-11 01:22:47 -- STEP: 214/330 -- GLOBAL_STEP: 166425 | > loss_disc: 2.346050262451172 (2.310970119226758) | > loss_disc_real_0: 0.1150839775800705 (0.11678278801318641) | > loss_disc_real_1: 0.21161405742168427 (0.19983814768145017) | > loss_disc_real_2: 0.2053886204957962 (0.21419804759114702) | > loss_disc_real_3: 0.2176789939403534 (0.2262028331790015) | > loss_disc_real_4: 0.227034792304039 (0.22159501534199044) | > loss_disc_real_5: 0.2236257642507553 (0.21458763496898042) | > loss_0: 2.346050262451172 (2.310970119226758) | > grad_norm_0: tensor(29.1693, device='cuda:0') (tensor(20.5352, device='cuda:0')) | > loss_gen: 2.4804000854492188 (2.5665802565690514) | > loss_kl: 1.7084218263626099 (1.7542637363772526) | > loss_feat: 6.630465984344482 (7.39548528083017) | > loss_mel: 18.68263053894043 (18.978615119078427) | > loss_duration: 2.1643450260162354 (2.0714111328125) | > loss_1: 31.666263580322266 (32.76635556800343) | > grad_norm_1: tensor(293.4705, device='cuda:0') (tensor(234.1832, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.3917 (0.36774680547625077) | > loader_time: 0.0049 (0.004175059149198444)  --> TIME: 2024-06-11 01:22:57 -- STEP: 239/330 -- GLOBAL_STEP: 166450 | > loss_disc: 2.31349515914917 (2.3088827941208194) | > loss_disc_real_0: 0.14904257655143738 (0.11669439856726754) | > loss_disc_real_1: 0.24730931222438812 (0.19996031520256935) | > loss_disc_real_2: 0.23500238358974457 (0.2136556221226768) | > loss_disc_real_3: 0.23590141534805298 (0.22627087030949453) | > loss_disc_real_4: 0.2363048493862152 (0.2216074462340965) | > loss_disc_real_5: 0.22465042769908905 (0.21441555029428153) | > loss_0: 2.31349515914917 (2.3088827941208194) | > grad_norm_0: tensor(25.1216, device='cuda:0') (tensor(20.5597, device='cuda:0')) | > loss_gen: 2.6314568519592285 (2.563975624459558) | > loss_kl: 1.7140263319015503 (1.7533350215297363) | > loss_feat: 7.009453773498535 (7.388741704709361) | > loss_mel: 18.446596145629883 (18.953022721422247) | > loss_duration: 2.0997934341430664 (2.0784964850756915) | > loss_1: 31.901325225830078 (32.73757158063948) | > grad_norm_1: tensor(226.6874, device='cuda:0') (tensor(233.9224, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.4079 (0.3713952327871919) | > loader_time: 0.0052 (0.004292421261137003)  --> TIME: 2024-06-11 01:23:08 -- STEP: 264/330 -- GLOBAL_STEP: 166475 | > loss_disc: 2.2268970012664795 (2.307338314526008) | > loss_disc_real_0: 0.09402725100517273 (0.11707774067128246) | > loss_disc_real_1: 0.208109512925148 (0.2000357194831877) | > loss_disc_real_2: 0.19588643312454224 (0.2139293099894668) | > loss_disc_real_3: 0.2264864295721054 (0.22556137649173086) | > loss_disc_real_4: 0.20742736756801605 (0.2209690032583294) | > loss_disc_real_5: 0.19191807508468628 (0.21354449754863075) | > loss_0: 2.2268970012664795 (2.307338314526008) | > grad_norm_0: tensor(44.2084, device='cuda:0') (tensor(20.4174, device='cuda:0')) | > loss_gen: 2.6843507289886475 (2.565106811848554) | > loss_kl: 1.9477570056915283 (1.7580992037599736) | > loss_feat: 8.110669136047363 (7.413452083414251) | > loss_mel: 19.03484344482422 (18.92107433261292) | > loss_duration: 2.203009843826294 (2.0852440351789654) | > loss_1: 33.980628967285156 (32.742976484876735) | > grad_norm_1: tensor(469.0884, device='cuda:0') (tensor(235.2843, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.4365 (0.3770554291479513) | > loader_time: 0.0055 (0.004417734615730518)  --> TIME: 2024-06-11 01:23:20 -- STEP: 289/330 -- GLOBAL_STEP: 166500 | > loss_disc: 2.2866854667663574 (2.305669023091404) | > loss_disc_real_0: 0.12256258726119995 (0.11748168467959731) | > loss_disc_real_1: 0.21682190895080566 (0.200015047584438) | > loss_disc_real_2: 0.23439042270183563 (0.21386689504537615) | > loss_disc_real_3: 0.25236237049102783 (0.22596308547732744) | > loss_disc_real_4: 0.26668164134025574 (0.2213638001041017) | > loss_disc_real_5: 0.20803600549697876 (0.21348311734034525) | > loss_0: 2.2866854667663574 (2.305669023091404) | > grad_norm_0: tensor(20.0369, device='cuda:0') (tensor(20.4879, device='cuda:0')) | > loss_gen: 2.689358711242676 (2.5673414159398584) | > loss_kl: 1.6904189586639404 (1.762499507323268) | > loss_feat: 7.960594654083252 (7.437272507426648) | > loss_mel: 17.843544006347656 (18.877599524791666) | > loss_duration: 2.2392563819885254 (2.0939512525050286) | > loss_1: 32.42317199707031 (32.73866422448607) | > grad_norm_1: tensor(222.6610, device='cuda:0') (tensor(240.4045, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.4424 (0.3830228429352122) | > loader_time: 0.0066 (0.0045656935153948) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_166500.pth  --> TIME: 2024-06-11 01:23:37 -- STEP: 314/330 -- GLOBAL_STEP: 166525 | > loss_disc: 2.2139339447021484 (2.3073844120001326) | > loss_disc_real_0: 0.1023557037115097 (0.11760282839179799) | > loss_disc_real_1: 0.1788308471441269 (0.19999833523657679) | > loss_disc_real_2: 0.20146052539348602 (0.21415371685081228) | > loss_disc_real_3: 0.20171648263931274 (0.22572888799343904) | > loss_disc_real_4: 0.21373337507247925 (0.22141794670539305) | > loss_disc_real_5: 0.19897203147411346 (0.2133938219327076) | > loss_0: 2.2139339447021484 (2.3073844120001326) | > grad_norm_0: tensor(62.3808, device='cuda:0') (tensor(21.0591, device='cuda:0')) | > loss_gen: 2.6248679161071777 (2.565919530619481) | > loss_kl: 1.7569884061813354 (1.7662990005912296) | > loss_feat: 8.126581192016602 (7.458131355844485) | > loss_mel: 19.417953491210938 (18.859903657512298) | > loss_duration: 2.277763843536377 (2.1060951659633846) | > loss_1: 34.20415496826172 (32.75634872533716) | > grad_norm_1: tensor(490.5112, device='cuda:0') (tensor(248.3220, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.5056 (0.39231258820576254) | > loader_time: 0.0085 (0.004791671303427142)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.209090232849121 (2.209090232849121) | > loss_disc_real_0: 0.07930757105350494 (0.07930757105350494) | > loss_disc_real_1: 0.11068354547023773 (0.11068354547023773) | > loss_disc_real_2: 0.16336165368556976 (0.16336165368556976) | > loss_disc_real_3: 0.24348518252372742 (0.24348518252372742) | > loss_disc_real_4: 0.1817937046289444 (0.1817937046289444) | > loss_disc_real_5: 0.208310067653656 (0.208310067653656) | > loss_0: 2.209090232849121 (2.209090232849121) | > loss_gen: 2.2844743728637695 (2.2844743728637695) | > loss_kl: 2.5277976989746094 (2.5277976989746094) | > loss_feat: 8.02553653717041 (8.02553653717041) | > loss_mel: 18.798057556152344 (18.798057556152344) | > loss_duration: 2.814636707305908 (2.814636707305908) | > loss_1: 34.45050048828125 (34.45050048828125)  --> STEP: 1 | > loss_disc: 2.409698486328125 (2.409698486328125) | > loss_disc_real_0: 0.04161848872900009 (0.04161848872900009) | > loss_disc_real_1: 0.18257881700992584 (0.18257881700992584) | > loss_disc_real_2: 0.2234974056482315 (0.2234974056482315) | > loss_disc_real_3: 0.25763458013534546 (0.25763458013534546) | > loss_disc_real_4: 0.2725096046924591 (0.2725096046924591) | > loss_disc_real_5: 0.2613452076911926 (0.2613452076911926) | > loss_0: 2.409698486328125 (2.409698486328125) | > loss_gen: 2.3613855838775635 (2.3613855838775635) | > loss_kl: 2.429042339324951 (2.429042339324951) | > loss_feat: 5.9263458251953125 (5.9263458251953125) | > loss_mel: 18.883716583251953 (18.883716583251953) | > loss_duration: 2.3995766639709473 (2.3995766639709473) | > loss_1: 32.00006866455078 (32.00006866455078)  --> STEP: 2 | > loss_disc: 2.2440125942230225 (2.3268555402755737) | > loss_disc_real_0: 0.06006743758916855 (0.05084296315908432) | > loss_disc_real_1: 0.21084943413734436 (0.1967141255736351) | > loss_disc_real_2: 0.22526343166828156 (0.22438041865825653) | > loss_disc_real_3: 0.23657573759555817 (0.2471051588654518) | > loss_disc_real_4: 0.23824137449264526 (0.2553754895925522) | > loss_disc_real_5: 0.1981971263885498 (0.22977116703987122) | > loss_0: 2.2440125942230225 (2.3268555402755737) | > loss_gen: 2.314744710922241 (2.3380651473999023) | > loss_kl: 2.06107234954834 (2.2450573444366455) | > loss_feat: 5.960151195526123 (5.943248510360718) | > loss_mel: 22.27191925048828 (20.577817916870117) | > loss_duration: 2.3945465087890625 (2.397061586380005) | > loss_1: 35.00243377685547 (33.501251220703125)  --> STEP: 3 | > loss_disc: 2.2514612674713135 (2.301724116007487) | > loss_disc_real_0: 0.18415342271327972 (0.09527978301048279) | > loss_disc_real_1: 0.15101401507854462 (0.18148075540860495) | > loss_disc_real_2: 0.20676499605178833 (0.21850861112276712) | > loss_disc_real_3: 0.30729442834854126 (0.2671682486931483) | > loss_disc_real_4: 0.24345636367797852 (0.25140244762102765) | > loss_disc_real_5: 0.28104960918426514 (0.24686398108800253) | > loss_0: 2.2514612674713135 (2.301724116007487) | > loss_gen: 3.187220811843872 (2.621117035547892) | > loss_kl: 2.7749972343444824 (2.4217039744059243) | > loss_feat: 7.028418064117432 (6.304971694946289) | > loss_mel: 17.869932174682617 (19.67518933614095) | > loss_duration: 2.2698068618774414 (2.3546433448791504) | > loss_1: 33.130374908447266 (33.37762578328451)  --> STEP: 4 | > loss_disc: 2.3613221645355225 (2.316623628139496) | > loss_disc_real_0: 0.10646697133779526 (0.0980765800923109) | > loss_disc_real_1: 0.19448056817054749 (0.18473070859909058) | > loss_disc_real_2: 0.2730562090873718 (0.2321455106139183) | > loss_disc_real_3: 0.3089318871498108 (0.2776091583073139) | > loss_disc_real_4: 0.2975287437438965 (0.26293402165174484) | > loss_disc_real_5: 0.22508686780929565 (0.2414197027683258) | > loss_0: 2.3613221645355225 (2.316623628139496) | > loss_gen: 2.605757236480713 (2.6172770857810974) | > loss_kl: 2.9186511039733887 (2.5459407567977905) | > loss_feat: 6.82710075378418 (6.435503959655762) | > loss_mel: 19.14874267578125 (19.543577671051025) | > loss_duration: 2.2412519454956055 (2.326295495033264) | > loss_1: 33.74150466918945 (33.46859550476074)  --> STEP: 5 | > loss_disc: 2.4799041748046875 (2.3492797374725343) | > loss_disc_real_0: 0.10047537088394165 (0.09855633825063706) | > loss_disc_real_1: 0.19998833537101746 (0.18778223395347596) | > loss_disc_real_2: 0.2648426592350006 (0.23868494033813475) | > loss_disc_real_3: 0.3067963719367981 (0.28344660103321073) | > loss_disc_real_4: 0.22384048998355865 (0.2551153153181076) | > loss_disc_real_5: 0.2568531334400177 (0.24450638890266418) | > loss_0: 2.4799041748046875 (2.3492797374725343) | > loss_gen: 2.2710328102111816 (2.5480282306671143) | > loss_kl: 1.897082805633545 (2.4161691665649414) | > loss_feat: 6.722589492797852 (6.49292106628418) | > loss_mel: 18.909870147705078 (19.416836166381835) | > loss_duration: 2.2969069480895996 (2.320417785644531) | > loss_1: 32.09748077392578 (33.19437255859375)  --> STEP: 6 | > loss_disc: 2.488060474395752 (2.3724098602930703) | > loss_disc_real_0: 0.16795068979263306 (0.11012206350763638) | > loss_disc_real_1: 0.1801680624485016 (0.18651320536931357) | > loss_disc_real_2: 0.24545253813266754 (0.23981287330389023) | > loss_disc_real_3: 0.3041107654571533 (0.2868906284372012) | > loss_disc_real_4: 0.2301870882511139 (0.250960610806942) | > loss_disc_real_5: 0.22767485678195953 (0.2417011335492134) | > loss_0: 2.488060474395752 (2.3724098602930703) | > loss_gen: 2.4917027950286865 (2.5386406580607095) | > loss_kl: 2.4378068447113037 (2.419775446256002) | > loss_feat: 5.999142169952393 (6.410624583562215) | > loss_mel: 20.60650634765625 (19.61511452992757) | > loss_duration: 2.1079885959625244 (2.2850129206975303) | > loss_1: 33.64314651489258 (33.26916821797689)  --> STEP: 7 | > loss_disc: 2.478994607925415 (2.387636252811977) | > loss_disc_real_0: 0.0979500561952591 (0.10838320532015391) | > loss_disc_real_1: 0.19319617748260498 (0.18746791567121232) | > loss_disc_real_2: 0.2748667597770691 (0.24482057137148722) | > loss_disc_real_3: 0.28419628739356995 (0.2865057225738253) | > loss_disc_real_4: 0.24804265797138214 (0.250543760401862) | > loss_disc_real_5: 0.2384718805551529 (0.24123981169291905) | > loss_0: 2.478994607925415 (2.387636252811977) | > loss_gen: 2.3453454971313477 (2.511027063642229) | > loss_kl: 3.212172508239746 (2.5329750265393938) | > loss_feat: 7.317122936248779 (6.540124348231724) | > loss_mel: 19.454118728637695 (19.592115129743302) | > loss_duration: 2.445526599884033 (2.307943446295602) | > loss_1: 34.77428436279297 (33.484184810093474)  --> STEP: 8 | > loss_disc: 2.7186124324798584 (2.429008275270462) | > loss_disc_real_0: 0.13455253839492798 (0.11165437195450068) | > loss_disc_real_1: 0.15359172224998474 (0.18323339149355888) | > loss_disc_real_2: 0.3354870676994324 (0.25615388341248035) | > loss_disc_real_3: 0.2818516492843628 (0.2859239634126425) | > loss_disc_real_4: 0.23968078196048737 (0.24918588809669018) | > loss_disc_real_5: 0.3170858919620514 (0.2507205717265606) | > loss_0: 2.7186124324798584 (2.429008275270462) | > loss_gen: 2.726018190383911 (2.5379009544849396) | > loss_kl: 2.836796998977661 (2.5709527730941772) | > loss_feat: 8.258936882019043 (6.754975914955139) | > loss_mel: 20.760276794433594 (19.73813533782959) | > loss_duration: 2.178109645843506 (2.29171422123909) | > loss_1: 36.760135650634766 (33.89367866516113)  --> STEP: 9 | > loss_disc: 2.297781467437744 (2.4144275188446045) | > loss_disc_real_0: 0.12768150866031647 (0.11343516492181355) | > loss_disc_real_1: 0.11156788468360901 (0.17527055740356445) | > loss_disc_real_2: 0.22288566827774048 (0.2524574150641759) | > loss_disc_real_3: 0.3187766373157501 (0.2895742605129878) | > loss_disc_real_4: 0.31248345971107483 (0.25621895160939956) | > loss_disc_real_5: 0.21623079478740692 (0.24688837428887686) | > loss_0: 2.297781467437744 (2.4144275188446045) | > loss_gen: 2.650545120239258 (2.5504169729020862) | > loss_kl: 2.0102782249450684 (2.5086556010776095) | > loss_feat: 7.500563144683838 (6.83781894048055) | > loss_mel: 20.202091217041016 (19.789685991075302) | > loss_duration: 2.126415729522705 (2.2733477221594915) | > loss_1: 34.48989486694336 (33.959924909803604)  --> STEP: 10 | > loss_disc: 2.4937472343444824 (2.422359490394592) | > loss_disc_real_0: 0.11377507448196411 (0.1134691558778286) | > loss_disc_real_1: 0.09261426329612732 (0.16700492799282074) | > loss_disc_real_2: 0.3350302577018738 (0.2607146993279457) | > loss_disc_real_3: 0.2926235795021057 (0.2898791924118996) | > loss_disc_real_4: 0.2548152506351471 (0.2560785815119743) | > loss_disc_real_5: 0.2324012666940689 (0.24543966352939606) | > loss_0: 2.4937472343444824 (2.422359490394592) | > loss_gen: 2.4436118602752686 (2.5397364616394045) | > loss_kl: 1.5991606712341309 (2.417706108093262) | > loss_feat: 7.716425895690918 (6.925679636001587) | > loss_mel: 18.881399154663086 (19.698857307434082) | > loss_duration: 2.3090415000915527 (2.2769170999526978) | > loss_1: 32.94963836669922 (33.858896255493164)  --> STEP: 11 | > loss_disc: 2.605935573577881 (2.4390482252294365) | > loss_disc_real_0: 0.18430113792419434 (0.11990842697295276) | > loss_disc_real_1: 0.22431010007858276 (0.17221448909152637) | > loss_disc_real_2: 0.25729796290397644 (0.26040408692576666) | > loss_disc_real_3: 0.3079603910446167 (0.2915229377421466) | > loss_disc_real_4: 0.2511458098888397 (0.255630147728053) | > loss_disc_real_5: 0.32061344385147095 (0.2522736435586756) | > loss_0: 2.605935573577881 (2.4390482252294365) | > loss_gen: 2.4741017818450928 (2.5337696725671943) | > loss_kl: 2.583956480026245 (2.4328197782689873) | > loss_feat: 6.000975608825684 (6.84161563353105) | > loss_mel: 16.890153884887695 (19.443520632657137) | > loss_duration: 2.406498432159424 (2.2886972210624) | > loss_1: 30.35568618774414 (33.540422612970524)  --> STEP: 12 | > loss_disc: 2.4161248207092285 (2.437137941519419) | > loss_disc_real_0: 0.13287654519081116 (0.12098910349110763) | > loss_disc_real_1: 0.170442134141922 (0.172066792845726) | > loss_disc_real_2: 0.2592428922653198 (0.26030732070406276) | > loss_disc_real_3: 0.2898319661617279 (0.2913820234437784) | > loss_disc_real_4: 0.21471533179283142 (0.2522205797334512) | > loss_disc_real_5: 0.2344972938299179 (0.2507922810812791) | > loss_0: 2.4161248207092285 (2.437137941519419) | > loss_gen: 2.7162728309631348 (2.548978269100189) | > loss_kl: 1.8553831577301025 (2.384700059890747) | > loss_feat: 6.820832252502441 (6.8398836851119995) | > loss_mel: 18.163299560546875 (19.336835543314617) | > loss_duration: 2.2030415534973145 (2.2815592487653094) | > loss_1: 31.75882911682129 (33.39195648829142)  --> STEP: 13 | > loss_disc: 2.3227059841156006 (2.428335483257587) | > loss_disc_real_0: 0.15899085998535156 (0.12391231552912639) | > loss_disc_real_1: 0.25654205679893494 (0.17856489007289594) | > loss_disc_real_2: 0.21851427853107452 (0.2570924713061406) | > loss_disc_real_3: 0.22909808158874512 (0.2865909509933912) | > loss_disc_real_4: 0.18559309840202332 (0.2470953888618029) | > loss_disc_real_5: 0.12649405002593994 (0.24123087869240686) | > loss_0: 2.3227059841156006 (2.428335483257587) | > loss_gen: 2.4990861415863037 (2.5451404131375828) | > loss_kl: 2.0781288146972656 (2.3611176564143252) | > loss_feat: 6.656208515167236 (6.825754825885479) | > loss_mel: 17.722904205322266 (19.212686978853664) | > loss_duration: 2.1599459648132324 (2.272204380768996) | > loss_1: 31.116273880004883 (33.216903979961685)  --> STEP: 14 | > loss_disc: 2.1394455432891846 (2.4077004875455583) | > loss_disc_real_0: 0.09922526776790619 (0.12214895497475352) | > loss_disc_real_1: 0.14681307971477509 (0.17629690361874445) | > loss_disc_real_2: 0.2122901976108551 (0.2538923088993345) | > loss_disc_real_3: 0.2760094404220581 (0.28583512880972456) | > loss_disc_real_4: 0.2489323616027832 (0.24722660120044435) | > loss_disc_real_5: 0.21115657687187195 (0.23908271427665437) | > loss_0: 2.1394455432891846 (2.4077004875455583) | > loss_gen: 2.521728515625 (2.5434681347438266) | > loss_kl: 3.112471342086792 (2.414785776819502) | > loss_feat: 6.317117214202881 (6.789423567908151) | > loss_mel: 20.205177307128906 (19.28357914515904) | > loss_duration: 2.3554527759552 (2.2781506947108676) | > loss_1: 34.51194763183594 (33.3094070979527)  --> STEP: 15 | > loss_disc: 2.552759885787964 (2.4173711140950522) | > loss_disc_real_0: 0.1616860032081604 (0.12478475819031397) | > loss_disc_real_1: 0.16917233169078827 (0.1758219321568807) | > loss_disc_real_2: 0.26747164130210876 (0.2547975977261861) | > loss_disc_real_3: 0.3336832523345947 (0.28902500371138257) | > loss_disc_real_4: 0.2817337214946747 (0.24952707588672637) | > loss_disc_real_5: 0.3215891718864441 (0.2445831447839737) | > loss_0: 2.552759885787964 (2.4173711140950522) | > loss_gen: 2.6576783657073975 (2.551082150141398) | > loss_kl: 2.956904649734497 (2.4509270350138346) | > loss_feat: 7.138180732727051 (6.812674045562744) | > loss_mel: 18.92694664001465 (19.25980364481608) | > loss_duration: 2.328781843185425 (2.2815261046091715) | > loss_1: 34.00849151611328 (33.35601272583007)  --> STEP: 16 | > loss_disc: 2.7122983932495117 (2.435804069042206) | > loss_disc_real_0: 0.24795383214950562 (0.13248282531276345) | > loss_disc_real_1: 0.2976129949092865 (0.18343387357890606) | > loss_disc_real_2: 0.2751210629940033 (0.2560678143054247) | > loss_disc_real_3: 0.25036704540252686 (0.28660888131707907) | > loss_disc_real_4: 0.1831260770559311 (0.24537701345980167) | > loss_disc_real_5: 0.2517337203025818 (0.2450300557538867) | > loss_0: 2.7122983932495117 (2.435804069042206) | > loss_gen: 2.5891034603118896 (2.553458482027054) | > loss_kl: 2.697747230529785 (2.4663532972335815) | > loss_feat: 6.565340518951416 (6.797215700149536) | > loss_mel: 16.102338790893555 (19.062462091445923) | > loss_duration: 2.333334445953369 (2.284764125943184) | > loss_1: 30.287864685058594 (33.16425347328185)  --> STEP: 17 | > loss_disc: 2.258810043334961 (2.425392655765309) | > loss_disc_real_0: 0.08594273030757904 (0.12974517266539967) | > loss_disc_real_1: 0.14363932609558105 (0.18109301784459284) | > loss_disc_real_2: 0.28287506103515625 (0.2576447111718795) | > loss_disc_real_3: 0.3028945028781891 (0.2875668590559679) | > loss_disc_real_4: 0.18713580071926117 (0.24195105976918163) | > loss_disc_real_5: 0.2381083369255066 (0.24462289582280553) | > loss_0: 2.258810043334961 (2.425392655765309) | > loss_gen: 2.7239012718200684 (2.5634845284854664) | > loss_kl: 2.223069906234741 (2.4520425095277676) | > loss_feat: 6.2527666091918945 (6.765189283034381) | > loss_mel: 18.96416473388672 (19.05667989394244) | > loss_duration: 2.3986685276031494 (2.2914643848643585) | > loss_1: 32.56257247924805 (33.128860473632805)  --> STEP: 18 | > loss_disc: 2.3161075115203857 (2.4193212588628135) | > loss_disc_real_0: 0.17700839042663574 (0.13237090698546833) | > loss_disc_real_1: 0.15746097266674042 (0.17978012644582325) | > loss_disc_real_2: 0.17632810771465302 (0.2531271220909225) | > loss_disc_real_3: 0.23022879660129547 (0.2843814111418194) | > loss_disc_real_4: 0.1714213490486145 (0.2380327425069279) | > loss_disc_real_5: 0.20872312784194946 (0.24262846426831353) | > loss_0: 2.3161075115203857 (2.4193212588628135) | > loss_gen: 2.5056815147399902 (2.5602732499440513) | > loss_kl: 2.660830497741699 (2.4636418422063193) | > loss_feat: 7.949163436889648 (6.830965624915229) | > loss_mel: 18.92935562133789 (19.049606323242188) | > loss_duration: 2.250399589538574 (2.289183007346259) | > loss_1: 34.29542922973633 (33.19366984897189)  --> STEP: 19 | > loss_disc: 1.9493004083633423 (2.394583319362841) | > loss_disc_real_0: 0.07683096826076508 (0.12944775231574712) | > loss_disc_real_1: 0.1774914413690567 (0.17965966933651975) | > loss_disc_real_2: 0.16043592989444733 (0.248248638291108) | > loss_disc_real_3: 0.2205645740032196 (0.28102263023978785) | > loss_disc_real_4: 0.16893357038497925 (0.23439594397419378) | > loss_disc_real_5: 0.19345630705356598 (0.24004045599385312) | > loss_0: 1.9493004083633423 (2.394583319362841) | > loss_gen: 2.9997353553771973 (2.5834028344405326) | > loss_kl: 1.4060122966766357 (2.4079771292837044) | > loss_feat: 11.266806602478027 (7.064430939523797) | > loss_mel: 20.193239212036133 (19.109797527915553) | > loss_duration: 2.286799669265747 (2.2890575684999166) | > loss_1: 38.15259552001953 (33.45466593692177)  --> STEP: 20 | > loss_disc: 2.3804168701171875 (2.3938749969005584) | > loss_disc_real_0: 0.11799398064613342 (0.12887506373226643) | > loss_disc_real_1: 0.14749133586883545 (0.17805125266313554) | > loss_disc_real_2: 0.27628859877586365 (0.24965063631534576) | > loss_disc_real_3: 0.2518404722213745 (0.27956352233886717) | > loss_disc_real_4: 0.22684596478939056 (0.2340184450149536) | > loss_disc_real_5: 0.22039435803890228 (0.23905815109610556) | > loss_0: 2.3804168701171875 (2.3938749969005584) | > loss_gen: 2.194089412689209 (2.5639371633529664) | > loss_kl: 1.392106533050537 (2.357183599472046) | > loss_feat: 5.110902786254883 (6.966754531860351) | > loss_mel: 20.679222106933594 (19.188268756866456) | > loss_duration: 2.262455940246582 (2.28772748708725) | > loss_1: 31.638778686523438 (33.363871574401855)  --> STEP: 21 | > loss_disc: 2.728386402130127 (2.4098041114353) | > loss_disc_real_0: 0.17106693983078003 (0.1308842006893385) | > loss_disc_real_1: 0.2725249230861664 (0.18254999887375606) | > loss_disc_real_2: 0.2061045914888382 (0.24757701513313113) | > loss_disc_real_3: 0.30495238304138184 (0.2807725157056536) | > loss_disc_real_4: 0.35747581720352173 (0.23989736750012353) | > loss_disc_real_5: 0.40723827481269836 (0.24706672841594332) | > loss_0: 2.728386402130127 (2.4098041114353) | > loss_gen: 2.5310914516448975 (2.562373081843058) | > loss_kl: 2.348461866378784 (2.3567682788485573) | > loss_feat: 5.4638872146606445 (6.895189421517508) | > loss_mel: 15.27813720703125 (19.002072016398113) | > loss_duration: 2.173468828201294 (2.282286598568871) | > loss_1: 27.795047760009766 (33.09868948800223)  --> STEP: 22 | > loss_disc: 1.9774293899536133 (2.390150715004314) | > loss_disc_real_0: 0.08575351536273956 (0.12883280590176582) | > loss_disc_real_1: 0.16543583571910858 (0.18177208236672662) | > loss_disc_real_2: 0.2418082058429718 (0.24731479652903296) | > loss_disc_real_3: 0.28639280796051025 (0.2810279835354198) | > loss_disc_real_4: 0.20949435234069824 (0.2385154122656042) | > loss_disc_real_5: 0.14082811772823334 (0.24223770065741104) | > loss_0: 1.9774293899536133 (2.390150715004314) | > loss_gen: 3.42156982421875 (2.6014274792237715) | > loss_kl: 2.3270673751831055 (2.355418237772855) | > loss_feat: 9.062593460083008 (6.99370778690685) | > loss_mel: 19.950742721557617 (19.04519341208718) | > loss_duration: 2.1892552375793457 (2.2780579003420742) | > loss_1: 36.951229095458984 (33.273804924704805)  --> STEP: 23 | > loss_disc: 2.5164408683776855 (2.395641591237939) | > loss_disc_real_0: 0.10072604566812515 (0.12761077284812927) | > loss_disc_real_1: 0.11553677171468735 (0.17889228625142056) | > loss_disc_real_2: 0.2645803391933441 (0.2480654722970465) | > loss_disc_real_3: 0.31040629744529724 (0.28230530153150146) | > loss_disc_real_4: 0.30459335446357727 (0.24138836627421173) | > loss_disc_real_5: 0.3060508668422699 (0.24501218614370926) | > loss_0: 2.5164408683776855 (2.395641591237939) | > loss_gen: 2.381279230117798 (2.591855816219164) | > loss_kl: 2.6645703315734863 (2.368859633155491) | > loss_feat: 5.976062774658203 (6.9494623515916905) | > loss_mel: 18.90133285522461 (19.03893860526707) | > loss_duration: 2.291987657546997 (2.2786635419596797) | > loss_1: 32.215232849121094 (33.227780051853344)  --> STEP: 24 | > loss_disc: 2.3376545906066895 (2.393225466211637) | > loss_disc_real_0: 0.10854873061180115 (0.12681652108828226) | > loss_disc_real_1: 0.15751343965530396 (0.17800150097658238) | > loss_disc_real_2: 0.2127009481191635 (0.24659195045630136) | > loss_disc_real_3: 0.2401503473520279 (0.2805488451073567) | > loss_disc_real_4: 0.2630921006202698 (0.2422926885386308) | > loss_disc_real_5: 0.3246733844280243 (0.24833140273888907) | > loss_0: 2.3376545906066895 (2.393225466211637) | > loss_gen: 2.561535358428955 (2.5905924638112388) | > loss_kl: 2.0977256298065186 (2.3575623830159507) | > loss_feat: 7.625910758972168 (6.977647701899211) | > loss_mel: 17.202136993408203 (18.962405204772953) | > loss_duration: 2.432154417037964 (2.2850589950879416) | > loss_1: 31.919462203979492 (33.17326680819193)  --> STEP: 25 | > loss_disc: 2.529773712158203 (2.3986873960494997) | > loss_disc_real_0: 0.11973594129085541 (0.1265332978963852) | > loss_disc_real_1: 0.12114518135786057 (0.1757272481918335) | > loss_disc_real_2: 0.25391045212745667 (0.24688469052314757) | > loss_disc_real_3: 0.29780685901641846 (0.2812391656637192) | > loss_disc_real_4: 0.2907966375350952 (0.2442328464984894) | > loss_disc_real_5: 0.37900546193122864 (0.25355836510658264) | > loss_0: 2.529773712158203 (2.3986873960494997) | > loss_gen: 2.5449976921081543 (2.5887686729431154) | > loss_kl: 2.7018654346466064 (2.371334505081177) | > loss_feat: 6.52877950668335 (6.959692974090576) | > loss_mel: 17.8682804107666 (18.9186402130127) | > loss_duration: 2.3473024368286133 (2.2875487327575685) | > loss_1: 31.991226196289062 (33.12598518371582)  --> STEP: 26 | > loss_disc: 2.350968360900879 (2.396852048543783) | > loss_disc_real_0: 0.05614299327135086 (0.12382597848773004) | > loss_disc_real_1: 0.07526879012584686 (0.1718634613431417) | > loss_disc_real_2: 0.11836665868759155 (0.24194168929870313) | > loss_disc_real_3: 0.1903114914894104 (0.2777419474262458) | > loss_disc_real_4: 0.18598061800003052 (0.24199237617162558) | > loss_disc_real_5: 0.26325273513793945 (0.25393122549240404) | > loss_0: 2.350968360900879 (2.396852048543783) | > loss_gen: 2.4434375762939453 (2.5831790153796854) | > loss_kl: 2.0804905891418457 (2.360148200621972) | > loss_feat: 14.328181266784668 (7.243096369963426) | > loss_mel: 20.86392593383789 (18.9934588945829) | > loss_duration: 2.2828989028930664 (2.2873698931473956) | > loss_1: 41.998931884765625 (33.46725236452543) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024462754909808817 (-0.00014975437751183146) | > avg_loss_disc: 2.396852048543783 (-0.09207751659246677) | > avg_loss_disc_real_0: 0.12382597848773004 (-0.039630295852055894) | > avg_loss_disc_real_1: 0.1718634613431417 (-0.09810780561887303) | > avg_loss_disc_real_2: 0.24194168929870313 (+0.025877728485144108) | > avg_loss_disc_real_3: 0.2777419474262458 (-0.018895925953984205) | > avg_loss_disc_real_4: 0.24199237617162558 (-0.002183002348129598) | > avg_loss_disc_real_5: 0.25393122549240404 (-0.037515164567874015) | > avg_loss_0: 2.396852048543783 (-0.09207751659246677) | > avg_loss_gen: 2.5831790153796854 (-0.14791443714728736) | > avg_loss_kl: 2.360148200621972 (-0.018681040176978136) | > avg_loss_feat: 7.243096369963426 (-0.007738975378183355) | > avg_loss_mel: 18.9934588945829 (+0.4270106829129787) | > avg_loss_duration: 2.2873698931473956 (+0.0053682785767787955) | > avg_loss_1: 33.46725236452543 (+0.25804387606107326)  > EPOCH: 238/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:24:05)   --> TIME: 2024-06-11 01:24:09 -- STEP: 9/330 -- GLOBAL_STEP: 166550 | > loss_disc: 2.3529253005981445 (2.3315656979878745) | > loss_disc_real_0: 0.10977782309055328 (0.10509599248568217) | > loss_disc_real_1: 0.2374575436115265 (0.22009285622172886) | > loss_disc_real_2: 0.21662315726280212 (0.20921013090345594) | > loss_disc_real_3: 0.22979560494422913 (0.23158972958723703) | > loss_disc_real_4: 0.19443069398403168 (0.21114749213059744) | > loss_disc_real_5: 0.21239040791988373 (0.22185535232226053) | > loss_0: 2.3529253005981445 (2.3315656979878745) | > grad_norm_0: tensor(5.1350, device='cuda:0') (tensor(8.1312, device='cuda:0')) | > loss_gen: 2.57291841506958 (2.5450050036112466) | > loss_kl: 1.764573097229004 (1.7281708717346191) | > loss_feat: 7.289511203765869 (6.934211095174153) | > loss_mel: 19.618728637695312 (19.19682714674208) | > loss_duration: 2.1507349014282227 (2.2308135562472873) | > loss_1: 33.39646530151367 (32.63502735561795) | > grad_norm_1: tensor(99.4747, device='cuda:0') (tensor(86.8003, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3504 (0.35061009724934894) | > loader_time: 0.0034 (0.003211074405246311)  --> TIME: 2024-06-11 01:24:18 -- STEP: 34/330 -- GLOBAL_STEP: 166575 | > loss_disc: 2.4014892578125 (2.312404429211336) | > loss_disc_real_0: 0.12210075557231903 (0.10524789024801816) | > loss_disc_real_1: 0.18036633729934692 (0.20424361439312205) | > loss_disc_real_2: 0.15835490822792053 (0.2136742897769984) | > loss_disc_real_3: 0.24066272377967834 (0.22905893404694164) | > loss_disc_real_4: 0.23775584995746613 (0.21788636332049088) | > loss_disc_real_5: 0.23477959632873535 (0.21896739961469874) | > loss_0: 2.4014892578125 (2.312404429211336) | > grad_norm_0: tensor(39.1476, device='cuda:0') (tensor(18.3130, device='cuda:0')) | > loss_gen: 2.473900079727173 (2.6135489800397083) | > loss_kl: 1.7201131582260132 (1.736529224059161) | > loss_feat: 7.005728721618652 (7.430267277885886) | > loss_mel: 19.67736053466797 (19.18218040466309) | > loss_duration: 2.071596622467041 (2.1092080158345836) | > loss_1: 32.948699951171875 (33.0717336991254) | > grad_norm_1: tensor(135.5465, device='cuda:0') (tensor(242.0507, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3411 (0.3536424005732817) | > loader_time: 0.0035 (0.003305196762084961)  --> TIME: 2024-06-11 01:24:28 -- STEP: 59/330 -- GLOBAL_STEP: 166600 | > loss_disc: 2.303762435913086 (2.310493234860695) | > loss_disc_real_0: 0.17343272268772125 (0.11243729684817588) | > loss_disc_real_1: 0.21449923515319824 (0.2023413906158027) | > loss_disc_real_2: 0.2218971699476242 (0.21314347977355375) | > loss_disc_real_3: 0.22564837336540222 (0.2277165194184093) | > loss_disc_real_4: 0.22871236503124237 (0.21890145489725016) | > loss_disc_real_5: 0.21572501957416534 (0.21739452294373918) | > loss_0: 2.303762435913086 (2.310493234860695) | > grad_norm_0: tensor(25.1481, device='cuda:0') (tensor(18.4701, device='cuda:0')) | > loss_gen: 2.704845666885376 (2.581320152444354) | > loss_kl: 1.9128403663635254 (1.7502911757614652) | > loss_feat: 7.737290859222412 (7.368333727626477) | > loss_mel: 18.659090042114258 (19.108084921109473) | > loss_duration: 2.002851963043213 (2.076658566119308) | > loss_1: 33.01691818237305 (32.88468849052818) | > grad_norm_1: tensor(181.4659, device='cuda:0') (tensor(222.7189, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3562 (0.36159410719144147) | > loader_time: 0.0032 (0.003423985788377665)  --> TIME: 2024-06-11 01:24:37 -- STEP: 84/330 -- GLOBAL_STEP: 166625 | > loss_disc: 2.2981371879577637 (2.300499379634858) | > loss_disc_real_0: 0.1047881543636322 (0.11367674074357464) | > loss_disc_real_1: 0.19284485280513763 (0.19941563868806475) | > loss_disc_real_2: 0.2020488828420639 (0.21163963420050486) | > loss_disc_real_3: 0.2097170203924179 (0.22635539904946372) | > loss_disc_real_4: 0.22806178033351898 (0.21992560174493564) | > loss_disc_real_5: 0.23203839361667633 (0.21539398726253284) | > loss_0: 2.2981371879577637 (2.300499379634858) | > grad_norm_0: tensor(22.7878, device='cuda:0') (tensor(17.5559, device='cuda:0')) | > loss_gen: 2.481735944747925 (2.582898650850568) | > loss_kl: 1.581206202507019 (1.7613601386547089) | > loss_feat: 7.4039812088012695 (7.444652511959984) | > loss_mel: 19.151287078857422 (19.046747639065693) | > loss_duration: 2.1221439838409424 (2.0632452496460507) | > loss_1: 32.740352630615234 (32.8989041873387) | > grad_norm_1: tensor(162.3596, device='cuda:0') (tensor(207.7284, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3673 (0.3633912148929777) | > loader_time: 0.0047 (0.0035226259912763324)  --> TIME: 2024-06-11 01:24:47 -- STEP: 109/330 -- GLOBAL_STEP: 166650 | > loss_disc: 2.289438247680664 (2.303473037317259) | > loss_disc_real_0: 0.12664072215557098 (0.113622136482405) | > loss_disc_real_1: 0.1883223056793213 (0.19889574655152242) | > loss_disc_real_2: 0.19323189556598663 (0.2144994983159074) | > loss_disc_real_3: 0.21756456792354584 (0.22559281869218983) | > loss_disc_real_4: 0.20168070495128632 (0.21906310333571302) | > loss_disc_real_5: 0.1788235753774643 (0.2151348139714757) | > loss_0: 2.289438247680664 (2.303473037317259) | > grad_norm_0: tensor(16.0136, device='cuda:0') (tensor(17.0754, device='cuda:0')) | > loss_gen: 2.3999154567718506 (2.574349361822146) | > loss_kl: 1.864912986755371 (1.7572275892310185) | > loss_feat: 6.988071441650391 (7.433209655481741) | > loss_mel: 18.566436767578125 (19.021169942453366) | > loss_duration: 1.991487979888916 (2.060781884630885) | > loss_1: 31.81082534790039 (32.84673843033816) | > grad_norm_1: tensor(135.7342, device='cuda:0') (tensor(205.0569, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3585 (0.36514668289674523) | > loader_time: 0.0039 (0.0036413625839653366)  --> TIME: 2024-06-11 01:24:56 -- STEP: 134/330 -- GLOBAL_STEP: 166675 | > loss_disc: 2.2876698970794678 (2.3022988500879773) | > loss_disc_real_0: 0.1370891034603119 (0.11428386256543559) | > loss_disc_real_1: 0.15209804475307465 (0.19897936951758258) | > loss_disc_real_2: 0.20949816703796387 (0.21345730781999986) | > loss_disc_real_3: 0.2196928709745407 (0.2254135527495128) | > loss_disc_real_4: 0.23611916601657867 (0.2194960604407894) | > loss_disc_real_5: 0.21710067987442017 (0.2138941458134509) | > loss_0: 2.2876698970794678 (2.3022988500879773) | > grad_norm_0: tensor(17.7346, device='cuda:0') (tensor(16.5321, device='cuda:0')) | > loss_gen: 2.577688217163086 (2.573994794888283) | > loss_kl: 1.8593297004699707 (1.7646248509634788) | > loss_feat: 7.876369476318359 (7.433037330855185) | > loss_mel: 19.555381774902344 (19.03856140819948) | > loss_duration: 2.0523838996887207 (2.061118632110197) | > loss_1: 33.9211540222168 (32.8713370365883) | > grad_norm_1: tensor(92.4031, device='cuda:0') (tensor(200.7374, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.366 (0.36625912474162536) | > loader_time: 0.0041 (0.0037384424636613075)  --> TIME: 2024-06-11 01:25:06 -- STEP: 159/330 -- GLOBAL_STEP: 166700 | > loss_disc: 2.3207244873046875 (2.3030936747976813) | > loss_disc_real_0: 0.11931894719600677 (0.11464502835798565) | > loss_disc_real_1: 0.1709052473306656 (0.19900777064404396) | > loss_disc_real_2: 0.20860391855239868 (0.21343873769232313) | > loss_disc_real_3: 0.22893990576267242 (0.22509018477029022) | > loss_disc_real_4: 0.19685757160186768 (0.21956962600069227) | > loss_disc_real_5: 0.21429799497127533 (0.213849239941663) | > loss_0: 2.3207244873046875 (2.3030936747976813) | > grad_norm_0: tensor(23.1593, device='cuda:0') (tensor(15.5855, device='cuda:0')) | > loss_gen: 2.6381189823150635 (2.567548182025646) | > loss_kl: 1.8925172090530396 (1.764101374074348) | > loss_feat: 7.462287425994873 (7.427184572759664) | > loss_mel: 18.306116104125977 (18.99785533641119) | > loss_duration: 2.052298069000244 (2.0617220679169184) | > loss_1: 32.35133743286133 (32.81841153318777) | > grad_norm_1: tensor(351.9130, device='cuda:0') (tensor(190.7536, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3778 (0.36974368905121413) | > loader_time: 0.0042 (0.0038334213712680264)  --> TIME: 2024-06-11 01:25:16 -- STEP: 184/330 -- GLOBAL_STEP: 166725 | > loss_disc: 2.2911698818206787 (2.3052055667275964) | > loss_disc_real_0: 0.09706153720617294 (0.1146607895827164) | > loss_disc_real_1: 0.1626802533864975 (0.1994686061921327) | > loss_disc_real_2: 0.22070840001106262 (0.21365661919116974) | > loss_disc_real_3: 0.20916229486465454 (0.22565698591263397) | > loss_disc_real_4: 0.223536416888237 (0.2204048726707697) | > loss_disc_real_5: 0.23638556897640228 (0.21426556947762557) | > loss_0: 2.2911698818206787 (2.3052055667275964) | > grad_norm_0: tensor(6.5276, device='cuda:0') (tensor(16.2503, device='cuda:0')) | > loss_gen: 2.5670924186706543 (2.563135886969775) | > loss_kl: 1.7662714719772339 (1.7684779523507408) | > loss_feat: 7.785513877868652 (7.4035960306292) | > loss_mel: 18.47821617126465 (18.96685925773953) | > loss_duration: 2.0862507820129395 (2.0664091298113703) | > loss_1: 32.683345794677734 (32.768478258796364) | > grad_norm_1: tensor(303.9945, device='cuda:0') (tensor(199.7226, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.3916 (0.3728043333343836) | > loader_time: 0.0044 (0.003941988167555434)  --> TIME: 2024-06-11 01:25:26 -- STEP: 209/330 -- GLOBAL_STEP: 166750 | > loss_disc: 2.3326289653778076 (2.3013147851496787) | > loss_disc_real_0: 0.1322586089372635 (0.11472927607845464) | > loss_disc_real_1: 0.20641778409481049 (0.19864436435072044) | > loss_disc_real_2: 0.17150340974330902 (0.21392219360365253) | > loss_disc_real_3: 0.2231564074754715 (0.22517649993371736) | > loss_disc_real_4: 0.2106715738773346 (0.22021028520673086) | > loss_disc_real_5: 0.20555083453655243 (0.2137706380284004) | > loss_0: 2.3326289653778076 (2.3013147851496787) | > grad_norm_0: tensor(10.0997, device='cuda:0') (tensor(16.3988, device='cuda:0')) | > loss_gen: 2.5241169929504395 (2.563640831760243) | > loss_kl: 1.8256510496139526 (1.772395026170466) | > loss_feat: 7.0944600105285645 (7.420357549019408) | > loss_mel: 17.770832061767578 (18.922742168298754) | > loss_duration: 2.1393556594848633 (2.0720574051569525) | > loss_1: 31.354415893554688 (32.75119299637645) | > grad_norm_1: tensor(117.9574, device='cuda:0') (tensor(202.6447, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.4255 (0.3763199445733612) | > loader_time: 0.0047 (0.004069310055965439)  --> TIME: 2024-06-11 01:25:37 -- STEP: 234/330 -- GLOBAL_STEP: 166775 | > loss_disc: 2.3843719959259033 (2.3018891831748505) | > loss_disc_real_0: 0.11368978023529053 (0.11587461141439587) | > loss_disc_real_1: 0.20009125769138336 (0.19890721556213167) | > loss_disc_real_2: 0.21778684854507446 (0.2144402523453419) | > loss_disc_real_3: 0.19844551384449005 (0.22517887795837516) | > loss_disc_real_4: 0.22166365385055542 (0.22056611175211066) | > loss_disc_real_5: 0.22199009358882904 (0.21317128894420773) | > loss_0: 2.3843719959259033 (2.3018891831748505) | > grad_norm_0: tensor(27.3418, device='cuda:0') (tensor(16.6059, device='cuda:0')) | > loss_gen: 2.2670371532440186 (2.5602081025767536) | > loss_kl: 1.7905088663101196 (1.77444937850675) | > loss_feat: 6.493357181549072 (7.40148742382343) | > loss_mel: 18.022140502929688 (18.90450500423073) | > loss_duration: 2.151973247528076 (2.079192677624207) | > loss_1: 30.725017547607422 (32.71984256027092) | > grad_norm_1: tensor(298.4735, device='cuda:0') (tensor(201.1129, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.4176 (0.3801317286287616) | > loader_time: 0.0052 (0.00420850056868333)  --> TIME: 2024-06-11 01:25:48 -- STEP: 259/330 -- GLOBAL_STEP: 166800 | > loss_disc: 2.2781450748443604 (2.3019797498194867) | > loss_disc_real_0: 0.08260472118854523 (0.11640070163029963) | > loss_disc_real_1: 0.1808163970708847 (0.19897591095403355) | > loss_disc_real_2: 0.2313576191663742 (0.21417210564650163) | > loss_disc_real_3: 0.21134738624095917 (0.22488762219670197) | > loss_disc_real_4: 0.1939275562763214 (0.22049145285457258) | > loss_disc_real_5: 0.20843808352947235 (0.21328986462018668) | > loss_0: 2.2781450748443604 (2.3019797498194867) | > grad_norm_0: tensor(30.4740, device='cuda:0') (tensor(18.7243, device='cuda:0')) | > loss_gen: 2.668459177017212 (2.5644503523484166) | > loss_kl: 1.6563068628311157 (1.7765125956774679) | > loss_feat: 8.246696472167969 (7.421789091986579) | > loss_mel: 18.185026168823242 (18.87143588710476) | > loss_duration: 2.163656711578369 (2.0854607645609224) | > loss_1: 32.92014694213867 (32.719648626320144) | > grad_norm_1: tensor(349.6028, device='cuda:0') (tensor(214.1456, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.4324 (0.3844435583210359) | > loader_time: 0.0055 (0.004346193033755976)  --> TIME: 2024-06-11 01:25:59 -- STEP: 284/330 -- GLOBAL_STEP: 166825 | > loss_disc: 2.1994850635528564 (2.2933983798597897) | > loss_disc_real_0: 0.07879087328910828 (0.11477852905247833) | > loss_disc_real_1: 0.24959829449653625 (0.19864939788067848) | > loss_disc_real_2: 0.2378208041191101 (0.2140222910634229) | > loss_disc_real_3: 0.1961170881986618 (0.22474100110186654) | > loss_disc_real_4: 0.1424063742160797 (0.21879373296675553) | > loss_disc_real_5: 0.24606138467788696 (0.21303685271823916) | > loss_0: 2.1994850635528564 (2.2933983798597897) | > grad_norm_0: tensor(27.1303, device='cuda:0') (tensor(19.5409, device='cuda:0')) | > loss_gen: 2.7340140342712402 (2.582893467285264) | > loss_kl: 1.7882438898086548 (1.7832269991787388) | > loss_feat: 8.318819046020508 (7.476955989716759) | > loss_mel: 19.017396926879883 (18.850872697964522) | > loss_duration: 2.1960039138793945 (2.0937122135934723) | > loss_1: 34.05447769165039 (32.78766129722057) | > grad_norm_1: tensor(517.9776, device='cuda:0') (tensor(218.3819, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.4483 (0.3899111621816393) | > loader_time: 0.0065 (0.004502031165109553)  --> TIME: 2024-06-11 01:26:11 -- STEP: 309/330 -- GLOBAL_STEP: 166850 | > loss_disc: 2.3554396629333496 (2.3024039696721186) | > loss_disc_real_0: 0.09191661328077316 (0.11751718266978618) | > loss_disc_real_1: 0.16592161357402802 (0.19952318250747175) | > loss_disc_real_2: 0.19142183661460876 (0.2142283254360304) | > loss_disc_real_3: 0.23243311047554016 (0.22507352422934906) | > loss_disc_real_4: 0.2779616415500641 (0.21981526004650837) | > loss_disc_real_5: 0.23566550016403198 (0.21302758142786127) | > loss_0: 2.3554396629333496 (2.3024039696721186) | > grad_norm_0: tensor(37.4302, device='cuda:0') (tensor(22.1562, device='cuda:0')) | > loss_gen: 2.4034035205841064 (2.586620046097099) | > loss_kl: 1.742702841758728 (1.7866423870753316) | > loss_feat: 7.931605339050293 (7.499185273562435) | > loss_mel: 17.860034942626953 (18.820046779793053) | > loss_duration: 2.252894401550293 (2.1043982748846424) | > loss_1: 32.190643310546875 (32.79689270315818) | > grad_norm_1: tensor(382.4597, device='cuda:0') (tensor(236.2572, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.4885 (0.3965943268587674) | > loader_time: 0.0076 (0.004681553269667146)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.464050054550171 (2.464050054550171) | > loss_disc_real_0: 0.1301247924566269 (0.1301247924566269) | > loss_disc_real_1: 0.2905448079109192 (0.2905448079109192) | > loss_disc_real_2: 0.2555927038192749 (0.2555927038192749) | > loss_disc_real_3: 0.25086838006973267 (0.25086838006973267) | > loss_disc_real_4: 0.26515477895736694 (0.26515477895736694) | > loss_disc_real_5: 0.20067429542541504 (0.20067429542541504) | > loss_0: 2.464050054550171 (2.464050054550171) | > loss_gen: 2.725393295288086 (2.725393295288086) | > loss_kl: 1.8537236452102661 (1.8537236452102661) | > loss_feat: 8.476683616638184 (8.476683616638184) | > loss_mel: 19.007051467895508 (19.007051467895508) | > loss_duration: 2.865858554840088 (2.865858554840088) | > loss_1: 34.9287109375 (34.9287109375)  --> STEP: 1 | > loss_disc: 2.224119186401367 (2.224119186401367) | > loss_disc_real_0: 0.0751163512468338 (0.0751163512468338) | > loss_disc_real_1: 0.2028474658727646 (0.2028474658727646) | > loss_disc_real_2: 0.18495456874370575 (0.18495456874370575) | > loss_disc_real_3: 0.28891339898109436 (0.28891339898109436) | > loss_disc_real_4: 0.29326343536376953 (0.29326343536376953) | > loss_disc_real_5: 0.2449420690536499 (0.2449420690536499) | > loss_0: 2.224119186401367 (2.224119186401367) | > loss_gen: 2.6673970222473145 (2.6673970222473145) | > loss_kl: 2.4712727069854736 (2.4712727069854736) | > loss_feat: 6.177847385406494 (6.177847385406494) | > loss_mel: 19.70728302001953 (19.70728302001953) | > loss_duration: 2.2640435695648193 (2.2640435695648193) | > loss_1: 33.287841796875 (33.287841796875)  --> STEP: 2 | > loss_disc: 2.3270158767700195 (2.2755675315856934) | > loss_disc_real_0: 0.10524412989616394 (0.09018024057149887) | > loss_disc_real_1: 0.22421513497829437 (0.21353130042552948) | > loss_disc_real_2: 0.2530452311038971 (0.21899989992380142) | > loss_disc_real_3: 0.31209254264831543 (0.3005029708147049) | > loss_disc_real_4: 0.2704114019870758 (0.28183741867542267) | > loss_disc_real_5: 0.22109246253967285 (0.23301726579666138) | > loss_0: 2.3270158767700195 (2.2755675315856934) | > loss_gen: 2.6054906845092773 (2.636443853378296) | > loss_kl: 2.4534871578216553 (2.4623799324035645) | > loss_feat: 6.601213455200195 (6.389530420303345) | > loss_mel: 19.23016929626465 (19.46872615814209) | > loss_duration: 2.38295841217041 (2.3235009908676147) | > loss_1: 33.273319244384766 (33.28058052062988)  --> STEP: 3 | > loss_disc: 2.2087807655334473 (2.253305276234945) | > loss_disc_real_0: 0.09924361854791641 (0.09320136656363805) | > loss_disc_real_1: 0.19337621331214905 (0.20681293805440268) | > loss_disc_real_2: 0.2130110263824463 (0.2170036087433497) | > loss_disc_real_3: 0.24618665874004364 (0.2823975334564845) | > loss_disc_real_4: 0.2825973331928253 (0.2820907235145569) | > loss_disc_real_5: 0.3131044805049896 (0.2597130040327708) | > loss_0: 2.2087807655334473 (2.253305276234945) | > loss_gen: 3.024150848388672 (2.7656795183817544) | > loss_kl: 2.39787220954895 (2.440877358118693) | > loss_feat: 6.976227760314941 (6.58509620030721) | > loss_mel: 18.106220245361328 (19.014557520548504) | > loss_duration: 2.3080334663391113 (2.3183451493581138) | > loss_1: 32.812503814697266 (33.12455495198568)  --> STEP: 4 | > loss_disc: 2.2330923080444336 (2.248252034187317) | > loss_disc_real_0: 0.0835563912987709 (0.09079012274742126) | > loss_disc_real_1: 0.15209388732910156 (0.1931331753730774) | > loss_disc_real_2: 0.20196758210659027 (0.21324460208415985) | > loss_disc_real_3: 0.28531408309936523 (0.28312667086720467) | > loss_disc_real_4: 0.21561330556869507 (0.26547136902809143) | > loss_disc_real_5: 0.18672695755958557 (0.2414664924144745) | > loss_0: 2.2330923080444336 (2.248252034187317) | > loss_gen: 2.4678995609283447 (2.691234529018402) | > loss_kl: 2.7851316928863525 (2.526940941810608) | > loss_feat: 9.301556587219238 (7.264211297035217) | > loss_mel: 20.06494140625 (19.277153491973877) | > loss_duration: 2.2662410736083984 (2.305319130420685) | > loss_1: 36.885772705078125 (34.06485939025879)  --> STEP: 5 | > loss_disc: 2.413395404815674 (2.2812807083129885) | > loss_disc_real_0: 0.12063508480787277 (0.09675911515951156) | > loss_disc_real_1: 0.26410481333732605 (0.2073275029659271) | > loss_disc_real_2: 0.24140381813049316 (0.2188764452934265) | > loss_disc_real_3: 0.26410067081451416 (0.2793214708566666) | > loss_disc_real_4: 0.24101793766021729 (0.2605806827545166) | > loss_disc_real_5: 0.3002616763114929 (0.2532255291938782) | > loss_0: 2.413395404815674 (2.2812807083129885) | > loss_gen: 2.564692974090576 (2.665926218032837) | > loss_kl: 1.8457428216934204 (2.3907013177871703) | > loss_feat: 5.871283531188965 (6.985625743865967) | > loss_mel: 19.66371726989746 (19.354466247558594) | > loss_duration: 2.4642481803894043 (2.3371049404144286) | > loss_1: 32.40968322753906 (33.73382415771484)  --> STEP: 6 | > loss_disc: 2.2025327682495117 (2.268156051635742) | > loss_disc_real_0: 0.18123435974121094 (0.1108383225897948) | > loss_disc_real_1: 0.22838707268238068 (0.21083743125200272) | > loss_disc_real_2: 0.2311006635427475 (0.22091381500164667) | > loss_disc_real_3: 0.26833054423332214 (0.27748964975277585) | > loss_disc_real_4: 0.30827072262763977 (0.2685290227333705) | > loss_disc_real_5: 0.23297306895256042 (0.24985011915365854) | > loss_0: 2.2025327682495117 (2.268156051635742) | > loss_gen: 2.9969606399536133 (2.7210986216863) | > loss_kl: 2.2367539405822754 (2.3650434215863547) | > loss_feat: 6.344221115112305 (6.878724972407023) | > loss_mel: 19.312583923339844 (19.3474858601888) | > loss_duration: 2.126207113265991 (2.301955302556356) | > loss_1: 33.0167236328125 (33.61430740356445)  --> STEP: 7 | > loss_disc: 2.6749417781829834 (2.326268298285348) | > loss_disc_real_0: 0.176298588514328 (0.1201897891504424) | > loss_disc_real_1: 0.30173608660697937 (0.22382295344557082) | > loss_disc_real_2: 0.32247889041900635 (0.2354231114898409) | > loss_disc_real_3: 0.3092139959335327 (0.2820216992071697) | > loss_disc_real_4: 0.3590097427368164 (0.2814548398767199) | > loss_disc_real_5: 0.28543350100517273 (0.2549334594181606) | > loss_0: 2.6749417781829834 (2.326268298285348) | > loss_gen: 2.665853500366211 (2.7132064614977156) | > loss_kl: 2.911242723464966 (2.443071893283299) | > loss_feat: 6.712810516357422 (6.85502290725708) | > loss_mel: 19.40250015258789 (19.355345044817245) | > loss_duration: 2.5107760429382324 (2.3317868368966237) | > loss_1: 34.203182220458984 (33.698432377406526)  --> STEP: 8 | > loss_disc: 2.302086353302002 (2.32324555516243) | > loss_disc_real_0: 0.29925352334976196 (0.14257275592535734) | > loss_disc_real_1: 0.18432113528251648 (0.21888522617518902) | > loss_disc_real_2: 0.22685930132865906 (0.23435263521969318) | > loss_disc_real_3: 0.24138420820236206 (0.2769420128315687) | > loss_disc_real_4: 0.21027232706546783 (0.2725570257753134) | > loss_disc_real_5: 0.1706945300102234 (0.24440359324216843) | > loss_0: 2.302086353302002 (2.32324555516243) | > loss_gen: 2.8519513607025146 (2.7305495738983154) | > loss_kl: 2.2628161907196045 (2.420539930462837) | > loss_feat: 11.20792293548584 (7.399135410785675) | > loss_mel: 20.037118911743164 (19.440566778182983) | > loss_duration: 2.2093071937561035 (2.316476881504059) | > loss_1: 38.56911849975586 (34.307268142700195)  --> STEP: 9 | > loss_disc: 2.6389048099517822 (2.35831880569458) | > loss_disc_real_0: 0.24859513342380524 (0.15435302009185156) | > loss_disc_real_1: 0.22351546585559845 (0.21939969725079006) | > loss_disc_real_2: 0.2017011195421219 (0.23072468903329638) | > loss_disc_real_3: 0.2740916311740875 (0.27662530375851524) | > loss_disc_real_4: 0.35209935903549194 (0.2813950628042221) | > loss_disc_real_5: 0.18951325118541718 (0.23830466634697384) | > loss_0: 2.6389048099517822 (2.35831880569458) | > loss_gen: 2.413492441177368 (2.695321003595988) | > loss_kl: 2.630540370941162 (2.443873312738207) | > loss_feat: 11.408421516418457 (7.844611644744873) | > loss_mel: 19.438987731933594 (19.440391328599716) | > loss_duration: 2.1146228313446045 (2.294048653708564) | > loss_1: 38.00606918334961 (34.71824603610568)  --> STEP: 10 | > loss_disc: 2.5887293815612793 (2.38135986328125) | > loss_disc_real_0: 0.16320526599884033 (0.15523824468255043) | > loss_disc_real_1: 0.3207080364227295 (0.229530531167984) | > loss_disc_real_2: 0.2944338023662567 (0.2370956003665924) | > loss_disc_real_3: 0.28114351630210876 (0.2770771250128746) | > loss_disc_real_4: 0.2550336420536041 (0.2787589207291603) | > loss_disc_real_5: 0.25710633397102356 (0.24018483310937883) | > loss_0: 2.5887293815612793 (2.38135986328125) | > loss_gen: 2.4184558391571045 (2.6676344871520996) | > loss_kl: 2.670839309692383 (2.4665699124336244) | > loss_feat: 3.889116048812866 (7.449062085151672) | > loss_mel: 14.486345291137695 (18.944986724853514) | > loss_duration: 2.3142287731170654 (2.296066665649414) | > loss_1: 25.77898406982422 (33.82431983947754)  --> STEP: 11 | > loss_disc: 2.556575298309326 (2.397288539192893) | > loss_disc_real_0: 0.16118253767490387 (0.15577863495458255) | > loss_disc_real_1: 0.1474488526582718 (0.2220685603943738) | > loss_disc_real_2: 0.2495575100183487 (0.2382285012440248) | > loss_disc_real_3: 0.27039796113967896 (0.2764699282971295) | > loss_disc_real_4: 0.2856209874153137 (0.2793827449733561) | > loss_disc_real_5: 0.32074952125549316 (0.24750889566811649) | > loss_0: 2.556575298309326 (2.397288539192893) | > loss_gen: 2.3361189365386963 (2.6374967098236084) | > loss_kl: 2.728688955307007 (2.4903989163312046) | > loss_feat: 4.10567045211792 (7.145117391239513) | > loss_mel: 16.937925338745117 (18.76252659884366) | > loss_duration: 2.4587044715881348 (2.3108519207347524) | > loss_1: 28.567108154296875 (33.34639150446112)  --> STEP: 12 | > loss_disc: 2.448059320449829 (2.401519437630971) | > loss_disc_real_0: 0.10989642143249512 (0.15195511716107526) | > loss_disc_real_1: 0.20891253650188446 (0.2209722250699997) | > loss_disc_real_2: 0.2288644164800644 (0.2374481608470281) | > loss_disc_real_3: 0.28229182958602905 (0.2769550867378711) | > loss_disc_real_4: 0.284435510635376 (0.2798038087785244) | > loss_disc_real_5: 0.301845908164978 (0.25203698004285496) | > loss_0: 2.448059320449829 (2.401519437630971) | > loss_gen: 2.625850200653076 (2.6365261673927307) | > loss_kl: 2.3177497386932373 (2.476011484861374) | > loss_feat: 6.952907562255859 (7.129099905490875) | > loss_mel: 18.952634811401367 (18.778368949890137) | > loss_duration: 2.226949691772461 (2.303860068321228) | > loss_1: 33.07609558105469 (33.323866844177246)  --> STEP: 13 | > loss_disc: 2.559340238571167 (2.4136594992417555) | > loss_disc_real_0: 0.1424092948436737 (0.15122082313665977) | > loss_disc_real_1: 0.3209838271141052 (0.2286654252272386) | > loss_disc_real_2: 0.23909947276115417 (0.23757518484042242) | > loss_disc_real_3: 0.30863410234451294 (0.2793919340922282) | > loss_disc_real_4: 0.29667967557907104 (0.28110195237856644) | > loss_disc_real_5: 0.3083561956882477 (0.25636922740019286) | > loss_0: 2.559340238571167 (2.4136594992417555) | > loss_gen: 2.5329291820526123 (2.628557168520414) | > loss_kl: 2.4500958919525146 (2.4740179777145386) | > loss_feat: 4.8963141441345215 (6.95734715461731) | > loss_mel: 17.468114852905273 (18.677580173198994) | > loss_duration: 2.1572611331939697 (2.2925832271575928) | > loss_1: 29.504714965820312 (33.03008593045748)  --> STEP: 14 | > loss_disc: 2.513278007507324 (2.4207751069750105) | > loss_disc_real_0: 0.15832144021987915 (0.15172801007117545) | > loss_disc_real_1: 0.1539057046175003 (0.22332544518368586) | > loss_disc_real_2: 0.2650569975376129 (0.2395381714616503) | > loss_disc_real_3: 0.31484338641166687 (0.2819241806864738) | > loss_disc_real_4: 0.28608447313308716 (0.2814578467181751) | > loss_disc_real_5: 0.3430279493331909 (0.2625591361096927) | > loss_0: 2.513278007507324 (2.4207751069750105) | > loss_gen: 2.608396291732788 (2.6271171058927263) | > loss_kl: 2.7645225524902344 (2.4947683044842313) | > loss_feat: 5.468155860900879 (6.850976347923279) | > loss_mel: 18.79773712158203 (18.68616281236921) | > loss_duration: 2.358354091644287 (2.2972811460494995) | > loss_1: 31.99716567993164 (32.956305912562776)  --> STEP: 15 | > loss_disc: 2.3091976642608643 (2.4133366107940675) | > loss_disc_real_0: 0.15170039236545563 (0.15172616889079413) | > loss_disc_real_1: 0.15511508285999298 (0.21877808769543966) | > loss_disc_real_2: 0.2443455308675766 (0.23985866208871207) | > loss_disc_real_3: 0.24133425951004028 (0.2792181859413782) | > loss_disc_real_4: 0.26132482290267944 (0.2801156451304754) | > loss_disc_real_5: 0.24812811613082886 (0.2615970681111018) | > loss_0: 2.3091976642608643 (2.4133366107940675) | > loss_gen: 2.709493637084961 (2.6326088746388754) | > loss_kl: 3.0161237716674805 (2.529525335629781) | > loss_feat: 7.3739495277404785 (6.885841226577758) | > loss_mel: 19.121013641357422 (18.71515286763509) | > loss_duration: 2.3463850021362305 (2.3005547364552816) | > loss_1: 34.56696701049805 (33.063683319091794)  --> STEP: 16 | > loss_disc: 2.5967464447021484 (2.4247997254133224) | > loss_disc_real_0: 0.2181302309036255 (0.15587642276659608) | > loss_disc_real_1: 0.2285051941871643 (0.21938603185117245) | > loss_disc_real_2: 0.2742692232131958 (0.2420093221589923) | > loss_disc_real_3: 0.2712497413158417 (0.2787201581522822) | > loss_disc_real_4: 0.2827329635620117 (0.2802792275324464) | > loss_disc_real_5: 0.2995626926422119 (0.26396991964429617) | > loss_0: 2.5967464447021484 (2.4247997254133224) | > loss_gen: 2.5647218227386475 (2.628365933895111) | > loss_kl: 2.7129008769989014 (2.540986306965351) | > loss_feat: 6.581010341644287 (6.866789296269417) | > loss_mel: 17.471702575683594 (18.637437224388123) | > loss_duration: 2.38000226020813 (2.3055202066898346) | > loss_1: 31.710338592529297 (32.97909927368164)  --> STEP: 17 | > loss_disc: 2.433615207672119 (2.425318283193252) | > loss_disc_real_0: 0.1179632768034935 (0.15364623770994298) | > loss_disc_real_1: 0.24713419377803802 (0.22101827667039983) | > loss_disc_real_2: 0.2553185522556305 (0.24279221804702983) | > loss_disc_real_3: 0.3567987084388733 (0.28331301405149345) | > loss_disc_real_4: 0.40264376997947693 (0.28747714179403644) | > loss_disc_real_5: 0.3244774341583252 (0.2675291852039449) | > loss_0: 2.433615207672119 (2.425318283193252) | > loss_gen: 3.2186172008514404 (2.663086596657248) | > loss_kl: 1.8651456832885742 (2.501230976160835) | > loss_feat: 7.280093193054199 (6.891101290197933) | > loss_mel: 18.74834442138672 (18.643961177152747) | > loss_duration: 2.4209301471710205 (2.3123090267181396) | > loss_1: 33.53313064575195 (33.011689354391656)  --> STEP: 18 | > loss_disc: 1.6823153495788574 (2.3840403424368963) | > loss_disc_real_0: 0.07065875828266144 (0.14903582218620512) | > loss_disc_real_1: 0.14886412024497986 (0.21700971242454317) | > loss_disc_real_2: 0.17896530032157898 (0.23924627817339367) | > loss_disc_real_3: 0.12507523596286774 (0.27452202637990314) | > loss_disc_real_4: 0.1427026391029358 (0.27943411386675304) | > loss_disc_real_5: 0.21585291624069214 (0.2646582813726531) | > loss_0: 1.6823153495788574 (2.3840403424368963) | > loss_gen: 3.099179744720459 (2.687313993771871) | > loss_kl: 2.4425947666168213 (2.4979734089639454) | > loss_feat: 12.713987350463867 (7.2145949602127075) | > loss_mel: 20.48431396484375 (18.746202998691135) | > loss_duration: 2.275050163269043 (2.3102390898598566) | > loss_1: 41.0151252746582 (33.45632468329536)  --> STEP: 19 | > loss_disc: 2.4565935134887695 (2.387858930386995) | > loss_disc_real_0: 0.11567557603120804 (0.14728001975699476) | > loss_disc_real_1: 0.2304966151714325 (0.21771954941122154) | > loss_disc_real_2: 0.2299104630947113 (0.23875491948504196) | > loss_disc_real_3: 0.27194637060165405 (0.274386465549469) | > loss_disc_real_4: 0.2652944326400757 (0.27868992011798055) | > loss_disc_real_5: 0.29249662160873413 (0.2661234571745521) | > loss_0: 2.4565935134887695 (2.387858930386995) | > loss_gen: 2.513918399810791 (2.6781879098791825) | > loss_kl: 1.80817449092865 (2.4616682027515613) | > loss_feat: 5.826626300811768 (7.141543978138974) | > loss_mel: 18.94656753540039 (18.7567485006232) | > loss_duration: 2.317232370376587 (2.310607157255474) | > loss_1: 31.412517547607422 (33.3487558866802)  --> STEP: 20 | > loss_disc: 2.1376700401306152 (2.375349485874176) | > loss_disc_real_0: 0.130811870098114 (0.1464566122740507) | > loss_disc_real_1: 0.20604269206523895 (0.21713570654392242) | > loss_disc_real_2: 0.2637532949447632 (0.24000483825802804) | > loss_disc_real_3: 0.26252830028533936 (0.27379355728626253) | > loss_disc_real_4: 0.23689152300357819 (0.27660000026226045) | > loss_disc_real_5: 0.2535911500453949 (0.26549684181809424) | > loss_0: 2.1376700401306152 (2.375349485874176) | > loss_gen: 3.0457212924957275 (2.6965645790100097) | > loss_kl: 2.005610704421997 (2.438865327835083) | > loss_feat: 9.397712707519531 (7.254352414608002) | > loss_mel: 19.565248489379883 (18.797173500061035) | > loss_duration: 2.3435027599334717 (2.312251937389374) | > loss_1: 36.35779571533203 (33.49920787811279)  --> STEP: 21 | > loss_disc: 2.2917234897613525 (2.3713672955830893) | > loss_disc_real_0: 0.1309094876050949 (0.14571627300410045) | > loss_disc_real_1: 0.24625849723815918 (0.21852250610079085) | > loss_disc_real_2: 0.19877998530864716 (0.23804175002234323) | > loss_disc_real_3: 0.23567599058151245 (0.2719784350622268) | > loss_disc_real_4: 0.21886831521987915 (0.2738508724030994) | > loss_disc_real_5: 0.21069221198558807 (0.2628870975403559) | > loss_0: 2.2917234897613525 (2.3713672955830893) | > loss_gen: 2.448678493499756 (2.6847604796999978) | > loss_kl: 2.1749119758605957 (2.4262961205982028) | > loss_feat: 4.224932670593262 (7.110094331559681) | > loss_mel: 14.582276344299316 (18.59646411169143) | > loss_duration: 2.1317996978759766 (2.3036589736030217) | > loss_1: 25.562599182128906 (33.12127413068499)  --> STEP: 22 | > loss_disc: 2.7413408756256104 (2.388184276494113) | > loss_disc_real_0: 0.16244596242904663 (0.1464767134325071) | > loss_disc_real_1: 0.1641477793455124 (0.21605092761191455) | > loss_disc_real_2: 0.2629052400588989 (0.2391719086603685) | > loss_disc_real_3: 0.33283859491348267 (0.2747448059645566) | > loss_disc_real_4: 0.3179551064968109 (0.27585561031644995) | > loss_disc_real_5: 0.3568152189254761 (0.26715655760331586) | > loss_0: 2.7413408756256104 (2.388184276494113) | > loss_gen: 2.299109935760498 (2.6672309095209297) | > loss_kl: 2.4107558727264404 (2.425589745694941) | > loss_feat: 8.069559097290039 (7.153706366365606) | > loss_mel: 20.360755920410156 (18.676659193905916) | > loss_duration: 2.18613338470459 (2.2983169013803657) | > loss_1: 35.326316833496094 (33.22150334444913)  --> STEP: 23 | > loss_disc: 2.405306577682495 (2.3889287243718687) | > loss_disc_real_0: 0.11342306435108185 (0.14503959825505383) | > loss_disc_real_1: 0.27924397587776184 (0.2187984514495601) | > loss_disc_real_2: 0.3081906735897064 (0.24217272452686145) | > loss_disc_real_3: 0.2745348811149597 (0.2747356787971828) | > loss_disc_real_4: 0.2599373757839203 (0.2751635131628617) | > loss_disc_real_5: 0.30987775325775146 (0.26901400089263916) | > loss_0: 2.405306577682495 (2.3889287243718687) | > loss_gen: 2.89511775970459 (2.677139033441958) | > loss_kl: 2.0381951332092285 (2.4087465016738228) | > loss_feat: 7.3747782707214355 (7.16331818829412) | > loss_mel: 20.14249038696289 (18.740390984908395) | > loss_duration: 2.2686514854431152 (2.2970271006874414) | > loss_1: 34.71923065185547 (33.286621923032016)  --> STEP: 24 | > loss_disc: 2.256685256958008 (2.3834185798962912) | > loss_disc_real_0: 0.2035531997680664 (0.1474776649847627) | > loss_disc_real_1: 0.18624714016914368 (0.21744214681287607) | > loss_disc_real_2: 0.3225962817668915 (0.24552370607852936) | > loss_disc_real_3: 0.2958988547325134 (0.27561747779448825) | > loss_disc_real_4: 0.20103275775909424 (0.27207473168770474) | > loss_disc_real_5: 0.17074976861476898 (0.26491965788106125) | > loss_0: 2.256685256958008 (2.3834185798962912) | > loss_gen: 2.7563350200653076 (2.6804388662179313) | > loss_kl: 2.1094419956207275 (2.3962754805882773) | > loss_feat: 6.139717102050781 (7.120668143033981) | > loss_mel: 18.127994537353516 (18.714874466260273) | > loss_duration: 2.4334464073181152 (2.3027112384637194) | > loss_1: 31.56693458557129 (33.21496828397115)  --> STEP: 25 | > loss_disc: 2.2903332710266113 (2.379695167541504) | > loss_disc_real_0: 0.13626861572265625 (0.14702930301427844) | > loss_disc_real_1: 0.18774625658988953 (0.2162543112039566) | > loss_disc_real_2: 0.2684479355812073 (0.24644067525863647) | > loss_disc_real_3: 0.2741755545139313 (0.275559800863266) | > loss_disc_real_4: 0.2530786395072937 (0.2713148880004883) | > loss_disc_real_5: 0.266871839761734 (0.26499774515628816) | > loss_0: 2.2903332710266113 (2.379695167541504) | > loss_gen: 2.7403781414031982 (2.6828364372253417) | > loss_kl: 2.564143657684326 (2.402990207672119) | > loss_feat: 8.565084457397461 (7.17844479560852) | > loss_mel: 19.16998291015625 (18.733078804016113) | > loss_duration: 2.34834623336792 (2.3045366382598873) | > loss_1: 35.387935638427734 (33.30188697814941)  --> STEP: 26 | > loss_disc: 2.459951400756836 (2.382781945742094) | > loss_disc_real_0: 0.0873623937368393 (0.1447344218882231) | > loss_disc_real_1: 0.33065280318260193 (0.22065425320313528) | > loss_disc_real_2: 0.18248844146728516 (0.24398097395896912) | > loss_disc_real_3: 0.22801321744918823 (0.2737310861165707) | > loss_disc_real_4: 0.14182087779045105 (0.2663343491462561) | > loss_disc_real_5: 0.19287705421447754 (0.26222387242775697) | > loss_0: 2.459951400756836 (2.382781945742094) | > loss_gen: 2.2547903060913086 (2.6663731244894175) | > loss_kl: 2.0014240741729736 (2.3875453563836904) | > loss_feat: 13.662108421325684 (7.4278164735207195) | > loss_mel: 17.552339553833008 (18.687665755932148) | > loss_duration: 2.280771493911743 (2.303622594246497) | > loss_1: 37.75143814086914 (33.47302356133094) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022729085041926457 (-0.00017336698678823608) | > avg_loss_disc: 2.382781945742094 (-0.014070102801689188) | > avg_loss_disc_real_0: 0.1447344218882231 (+0.020908443400493068) | > avg_loss_disc_real_1: 0.22065425320313528 (+0.048790791859993576) | > avg_loss_disc_real_2: 0.24398097395896912 (+0.002039284660265983) | > avg_loss_disc_real_3: 0.2737310861165707 (-0.004010861309675096) | > avg_loss_disc_real_4: 0.2663343491462561 (+0.024341972974630505) | > avg_loss_disc_real_5: 0.26222387242775697 (+0.00829264693535292) | > avg_loss_0: 2.382781945742094 (-0.014070102801689188) | > avg_loss_gen: 2.6663731244894175 (+0.08319410910973213) | > avg_loss_kl: 2.3875453563836904 (+0.027397155761718306) | > avg_loss_feat: 7.4278164735207195 (+0.18472010355729385) | > avg_loss_mel: 18.687665755932148 (-0.30579313865075264) | > avg_loss_duration: 2.303622594246497 (+0.016252701099101596) | > avg_loss_1: 33.47302356133094 (+0.005771196805511636)  > EPOCH: 239/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:26:42)   --> TIME: 2024-06-11 01:26:44 -- STEP: 4/330 -- GLOBAL_STEP: 166875 | > loss_disc: 2.1878983974456787 (2.2870874404907227) | > loss_disc_real_0: 0.09036620706319809 (0.09855912253260612) | > loss_disc_real_1: 0.19271333515644073 (0.18360546603798866) | > loss_disc_real_2: 0.20237724483013153 (0.21064050123095512) | > loss_disc_real_3: 0.20141972601413727 (0.23301639780402184) | > loss_disc_real_4: 0.20860999822616577 (0.2383045181632042) | > loss_disc_real_5: 0.2033936232328415 (0.21933045238256454) | > loss_0: 2.1878983974456787 (2.2870874404907227) | > grad_norm_0: tensor(4.6532, device='cuda:0') (tensor(6.6836, device='cuda:0')) | > loss_gen: 2.588197708129883 (2.477441966533661) | > loss_kl: 1.8899403810501099 (1.7301312685012817) | > loss_feat: 7.320732116699219 (6.970097899436951) | > loss_mel: 19.48231315612793 (19.347530364990234) | > loss_duration: 2.283478260040283 (2.2794594764709473) | > loss_1: 33.56466293334961 (32.80466175079346) | > grad_norm_1: tensor(80.3317, device='cuda:0') (tensor(81.1167, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3386 (0.3408069610595703) | > loader_time: 0.0028 (0.002980053424835205)  --> TIME: 2024-06-11 01:26:53 -- STEP: 29/330 -- GLOBAL_STEP: 166900 | > loss_disc: 2.3217639923095703 (2.2761557759909796) | > loss_disc_real_0: 0.12332118302583694 (0.11010626241050918) | > loss_disc_real_1: 0.20850221812725067 (0.19657313309866806) | > loss_disc_real_2: 0.193559929728508 (0.21342093985656213) | > loss_disc_real_3: 0.21510940790176392 (0.21969751962300005) | > loss_disc_real_4: 0.2260826975107193 (0.22500184589418873) | > loss_disc_real_5: 0.21799787878990173 (0.2164493629644657) | > loss_0: 2.3217639923095703 (2.2761557759909796) | > grad_norm_0: tensor(6.4368, device='cuda:0') (tensor(9.9009, device='cuda:0')) | > loss_gen: 2.3842246532440186 (2.5445977983803583) | > loss_kl: 1.959118127822876 (1.7958152540798844) | > loss_feat: 7.448935508728027 (7.13824725973195) | > loss_mel: 19.01822280883789 (18.901268136912385) | > loss_duration: 2.058290958404541 (2.105978069634273) | > loss_1: 32.86879348754883 (32.48590660095215) | > grad_norm_1: tensor(145.7298, device='cuda:0') (tensor(96.4614, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3375 (0.34326383985322095) | > loader_time: 0.0031 (0.0031492545686919115)  --> TIME: 2024-06-11 01:27:02 -- STEP: 54/330 -- GLOBAL_STEP: 166925 | > loss_disc: 2.1824545860290527 (2.2935425396318787) | > loss_disc_real_0: 0.07475670427083969 (0.10948757979053038) | > loss_disc_real_1: 0.19448469579219818 (0.19696784405796616) | > loss_disc_real_2: 0.20840765535831451 (0.21476800408628252) | > loss_disc_real_3: 0.1700199395418167 (0.2234950123561753) | > loss_disc_real_4: 0.19139517843723297 (0.22207237973257346) | > loss_disc_real_5: 0.17684578895568848 (0.2151874058224537) | > loss_0: 2.1824545860290527 (2.2935425396318787) | > grad_norm_0: tensor(8.5164, device='cuda:0') (tensor(10.7814, device='cuda:0')) | > loss_gen: 2.4905388355255127 (2.5351657690825284) | > loss_kl: 1.7456468343734741 (1.8043440889429163) | > loss_feat: 8.382425308227539 (7.240842421849568) | > loss_mel: 19.591157913208008 (18.94226279082122) | > loss_duration: 2.048003673553467 (2.0749580308243085) | > loss_1: 34.257774353027344 (32.59757320969192) | > grad_norm_1: tensor(50.1137, device='cuda:0') (tensor(99.3210, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3554 (0.34647426781830964) | > loader_time: 0.0035 (0.0032669349952980323)  --> TIME: 2024-06-11 01:27:11 -- STEP: 79/330 -- GLOBAL_STEP: 166950 | > loss_disc: 2.3063058853149414 (2.2975166568273226) | > loss_disc_real_0: 0.09672697633504868 (0.11038698595535906) | > loss_disc_real_1: 0.20820952951908112 (0.19869540575184397) | > loss_disc_real_2: 0.21594828367233276 (0.21440451714811445) | > loss_disc_real_3: 0.19000467658042908 (0.22383440842356864) | > loss_disc_real_4: 0.21571460366249084 (0.2231966866345345) | > loss_disc_real_5: 0.23113350570201874 (0.21425388772276382) | > loss_0: 2.3063058853149414 (2.2975166568273226) | > grad_norm_0: tensor(13.3301, device='cuda:0') (tensor(10.3386, device='cuda:0')) | > loss_gen: 2.440617799758911 (2.537059041518199) | > loss_kl: 1.8127126693725586 (1.7892954455146306) | > loss_feat: 6.862364292144775 (7.322950477841534) | > loss_mel: 19.015033721923828 (18.953660071650642) | > loss_duration: 2.0080578327178955 (2.061183253421059) | > loss_1: 32.13878631591797 (32.66414828240116) | > grad_norm_1: tensor(99.5839, device='cuda:0') (tensor(102.2233, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3615 (0.347794381878044) | > loader_time: 0.0035 (0.0033835640436486354)  --> TIME: 2024-06-11 01:27:20 -- STEP: 104/330 -- GLOBAL_STEP: 166975 | > loss_disc: 2.380540370941162 (2.3060075778227573) | > loss_disc_real_0: 0.13310857117176056 (0.11291093121354397) | > loss_disc_real_1: 0.2129770964384079 (0.19990094937384129) | > loss_disc_real_2: 0.22917798161506653 (0.2142759968455021) | > loss_disc_real_3: 0.24086079001426697 (0.22319755932459465) | > loss_disc_real_4: 0.24569694697856903 (0.22307982482016087) | > loss_disc_real_5: 0.21803762018680573 (0.21369227337149474) | > loss_0: 2.380540370941162 (2.3060075778227573) | > grad_norm_0: tensor(7.6946, device='cuda:0') (tensor(10.7046, device='cuda:0')) | > loss_gen: 2.515754222869873 (2.533956789053403) | > loss_kl: 1.8418617248535156 (1.780104908805627) | > loss_feat: 7.543171405792236 (7.309949352191045) | > loss_mel: 18.664987564086914 (18.92138582009536) | > loss_duration: 2.089707612991333 (2.059352095310504) | > loss_1: 32.65548324584961 (32.604748964309685) | > grad_norm_1: tensor(89.8204, device='cuda:0') (tensor(117.2528, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3838 (0.3526414243074564) | > loader_time: 0.0041 (0.0035041662362905648)  --> TIME: 2024-06-11 01:27:30 -- STEP: 129/330 -- GLOBAL_STEP: 167000 | > loss_disc: 2.4617011547088623 (2.3144203248874153) | > loss_disc_real_0: 0.10414731502532959 (0.11283653656872668) | > loss_disc_real_1: 0.22576521337032318 (0.19915942085343738) | > loss_disc_real_2: 0.2251809537410736 (0.21584062093450118) | > loss_disc_real_3: 0.26437458395957947 (0.22452207868413407) | > loss_disc_real_4: 0.24747835099697113 (0.2234083551538083) | > loss_disc_real_5: 0.2460242658853531 (0.21494368065235225) | > loss_0: 2.4617011547088623 (2.3144203248874153) | > grad_norm_0: tensor(20.0503, device='cuda:0') (tensor(12.5462, device='cuda:0')) | > loss_gen: 2.5275044441223145 (2.5375104893085565) | > loss_kl: 1.6892858743667603 (1.7792492005252099) | > loss_feat: 6.508091926574707 (7.326152646264364) | > loss_mel: 18.874061584472656 (18.9667784816535) | > loss_duration: 2.024808645248413 (2.0584225405094227) | > loss_1: 31.62375259399414 (32.66811336842619) | > grad_norm_1: tensor(372.2923, device='cuda:0') (tensor(147.5050, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3966 (0.3573562932568927) | > loader_time: 0.0045 (0.003655838411907817) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_167000.pth  --> TIME: 2024-06-11 01:27:45 -- STEP: 154/330 -- GLOBAL_STEP: 167025 | > loss_disc: 2.3113794326782227 (2.313173492233474) | > loss_disc_real_0: 0.07873131334781647 (0.1128729802931284) | > loss_disc_real_1: 0.19073036313056946 (0.19942122126941558) | > loss_disc_real_2: 0.22166885435581207 (0.21582936950318224) | > loss_disc_real_3: 0.2522466778755188 (0.2248874166375631) | > loss_disc_real_4: 0.23941509425640106 (0.22316802757513987) | > loss_disc_real_5: 0.24405227601528168 (0.21518340542331918) | > loss_0: 2.3113794326782227 (2.313173492233474) | > grad_norm_0: tensor(18.9485, device='cuda:0') (tensor(15.2518, device='cuda:0')) | > loss_gen: 2.548619508743286 (2.540675906391886) | > loss_kl: 1.933689832687378 (1.783199136133318) | > loss_feat: 7.483512878417969 (7.327268176264577) | > loss_mel: 18.514772415161133 (18.97338572415439) | > loss_duration: 2.03867769241333 (2.0586158602268654) | > loss_1: 32.5192756652832 (32.68314485426074) | > grad_norm_1: tensor(214.5669, device='cuda:0') (tensor(172.7964, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3674 (0.3624934236724656) | > loader_time: 0.0043 (0.003833013695555848)  --> TIME: 2024-06-11 01:27:55 -- STEP: 179/330 -- GLOBAL_STEP: 167050 | > loss_disc: 2.3449349403381348 (2.3096942009206596) | > loss_disc_real_0: 0.13750889897346497 (0.113455930339724) | > loss_disc_real_1: 0.22440782189369202 (0.19818693882260244) | > loss_disc_real_2: 0.2723032832145691 (0.2159999104518464) | > loss_disc_real_3: 0.24080221354961395 (0.2243349726140166) | > loss_disc_real_4: 0.2330707609653473 (0.2226989791213467) | > loss_disc_real_5: 0.24014808237552643 (0.2148049992389519) | > loss_0: 2.3449349403381348 (2.3096942009206596) | > grad_norm_0: tensor(7.1686, device='cuda:0') (tensor(16.2739, device='cuda:0')) | > loss_gen: 2.609459161758423 (2.5467236548162693) | > loss_kl: 1.6262555122375488 (1.7845547991757953) | > loss_feat: 7.634573459625244 (7.336923391459375) | > loss_mel: 18.850608825683594 (18.96003992730679) | > loss_duration: 2.120527744293213 (2.063363940356164) | > loss_1: 32.841426849365234 (32.69160580768267) | > grad_norm_1: tensor(211.3363, device='cuda:0') (tensor(185.7747, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3722 (0.3639366746614763) | > loader_time: 0.0046 (0.003940060152021864)  --> TIME: 2024-06-11 01:28:04 -- STEP: 204/330 -- GLOBAL_STEP: 167075 | > loss_disc: 2.3256278038024902 (2.309009892099043) | > loss_disc_real_0: 0.106808140873909 (0.11417292681175704) | > loss_disc_real_1: 0.17444312572479248 (0.1988531615512044) | > loss_disc_real_2: 0.1942056119441986 (0.2153272435215174) | > loss_disc_real_3: 0.255215585231781 (0.22436601668596268) | > loss_disc_real_4: 0.24725975096225739 (0.22254547600944838) | > loss_disc_real_5: 0.26365208625793457 (0.2146195802180206) | > loss_0: 2.3256278038024902 (2.309009892099043) | > grad_norm_0: tensor(20.1284, device='cuda:0') (tensor(17.8655, device='cuda:0')) | > loss_gen: 2.581139326095581 (2.5475638321801717) | > loss_kl: 1.8406208753585815 (1.7877837454571444) | > loss_feat: 7.924253940582275 (7.345533700550304) | > loss_mel: 18.985763549804688 (18.92256743300196) | > loss_duration: 2.0684618949890137 (2.069290839573915) | > loss_1: 33.400238037109375 (32.672739636664296) | > grad_norm_1: tensor(255.2240, device='cuda:0') (tensor(199.1126, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.3933 (0.36666786320069233) | > loader_time: 0.005 (0.004071347853716681)  --> TIME: 2024-06-11 01:28:15 -- STEP: 229/330 -- GLOBAL_STEP: 167100 | > loss_disc: 2.285905122756958 (2.308639369156684) | > loss_disc_real_0: 0.10648142546415329 (0.11313402576282555) | > loss_disc_real_1: 0.18457140028476715 (0.19931437719336764) | > loss_disc_real_2: 0.24135197699069977 (0.2155580328020987) | > loss_disc_real_3: 0.24991899728775024 (0.22485768788506372) | > loss_disc_real_4: 0.23537686467170715 (0.22226584439194358) | > loss_disc_real_5: 0.2470419704914093 (0.21471045644522754) | > loss_0: 2.285905122756958 (2.308639369156684) | > grad_norm_0: tensor(9.1870, device='cuda:0') (tensor(18.8826, device='cuda:0')) | > loss_gen: 2.6211867332458496 (2.5546255861307325) | > loss_kl: 1.8539667129516602 (1.7879296150790551) | > loss_feat: 6.935601234436035 (7.358927699676247) | > loss_mel: 17.780263900756836 (18.88114040491364) | > loss_duration: 2.157454490661621 (2.0765270692292255) | > loss_1: 31.348472595214844 (32.659150460922035) | > grad_norm_1: tensor(440.9830, device='cuda:0') (tensor(212.9127, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.4108 (0.3712232716739436) | > loader_time: 0.0053 (0.004206253451551412)  --> TIME: 2024-06-11 01:28:26 -- STEP: 254/330 -- GLOBAL_STEP: 167125 | > loss_disc: 2.2783472537994385 (2.3085009619945627) | > loss_disc_real_0: 0.11527577042579651 (0.11380121330400621) | > loss_disc_real_1: 0.1861385554075241 (0.19910556130756543) | > loss_disc_real_2: 0.2090160995721817 (0.21500548028101132) | > loss_disc_real_3: 0.23477673530578613 (0.22472941142132902) | > loss_disc_real_4: 0.22625809907913208 (0.2219518664197659) | > loss_disc_real_5: 0.2018989473581314 (0.2143781967167779) | > loss_0: 2.2783472537994385 (2.3085009619945627) | > grad_norm_0: tensor(40.1255, device='cuda:0') (tensor(20.0720, device='cuda:0')) | > loss_gen: 2.525038003921509 (2.5547327572905165) | > loss_kl: 1.8509441614151 (1.7894619773692033) | > loss_feat: 8.034945487976074 (7.365036500720527) | > loss_mel: 18.55317497253418 (18.84628542201727) | > loss_duration: 2.084900140762329 (2.0826097384212523) | > loss_1: 33.04900360107422 (32.638126440874224) | > grad_norm_1: tensor(331.9917, device='cuda:0') (tensor(224.8259, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.4443 (0.376429572818786) | > loader_time: 0.0056 (0.004378022171380952)  --> TIME: 2024-06-11 01:28:37 -- STEP: 279/330 -- GLOBAL_STEP: 167150 | > loss_disc: 2.2666497230529785 (2.3080329971928757) | > loss_disc_real_0: 0.1432827115058899 (0.1147554605318013) | > loss_disc_real_1: 0.22017672657966614 (0.19936010348326844) | > loss_disc_real_2: 0.2228625863790512 (0.214743959059852) | > loss_disc_real_3: 0.17589159309864044 (0.22437850126869793) | > loss_disc_real_4: 0.1807132214307785 (0.22194173365938197) | > loss_disc_real_5: 0.18187452852725983 (0.2141253030641959) | > loss_0: 2.2666497230529785 (2.3080329971928757) | > grad_norm_0: tensor(52.3031, device='cuda:0') (tensor(20.8283, device='cuda:0')) | > loss_gen: 2.774196147918701 (2.5538270157297873) | > loss_kl: 1.882646083831787 (1.7931717224018546) | > loss_feat: 8.007360458374023 (7.378129000304847) | > loss_mel: 18.809951782226562 (18.811027280745975) | > loss_duration: 2.168076276779175 (2.090620862540378) | > loss_1: 33.64223098754883 (32.62677590565013) | > grad_norm_1: tensor(458.7762, device='cuda:0') (tensor(232.3338, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.4461 (0.38210421052884874) | > loader_time: 0.0061 (0.004562620621000994)  --> TIME: 2024-06-11 01:28:49 -- STEP: 304/330 -- GLOBAL_STEP: 167175 | > loss_disc: 2.3861522674560547 (2.3119158117394707) | > loss_disc_real_0: 0.10149464011192322 (0.11573622832810015) | > loss_disc_real_1: 0.20359556376934052 (0.19940664932916038) | > loss_disc_real_2: 0.16920819878578186 (0.21526327141021429) | > loss_disc_real_3: 0.21585065126419067 (0.22469461268108143) | > loss_disc_real_4: 0.22205445170402527 (0.22233499836568774) | > loss_disc_real_5: 0.20999111235141754 (0.21429077825067858) | > loss_0: 2.3861522674560547 (2.3119158117394707) | > grad_norm_0: tensor(9.8050, device='cuda:0') (tensor(21.3392, device='cuda:0')) | > loss_gen: 2.5516607761383057 (2.5508764613615837) | > loss_kl: 1.8648918867111206 (1.7935987965841038) | > loss_feat: 7.780913352966309 (7.395968793254149) | > loss_mel: 18.454187393188477 (18.759759231617586) | > loss_duration: 2.237277030944824 (2.1003884763309832) | > loss_1: 32.88893127441406 (32.60059181640021) | > grad_norm_1: tensor(280.4465, device='cuda:0') (tensor(236.3791, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.4722 (0.38909788037601273) | > loader_time: 0.0072 (0.004769125267079005)  --> TIME: 2024-06-11 01:29:17 -- STEP: 329/330 -- GLOBAL_STEP: 167200 | > loss_disc: 2.7441484928131104 (2.317540032523019) | > loss_disc_real_0: 0.08871931582689285 (0.11715890225985492) | > loss_disc_real_1: 0.35095900297164917 (0.20085091399747917) | > loss_disc_real_2: 0.2217320054769516 (0.21517192243986216) | > loss_disc_real_3: 0.3031444251537323 (0.22521754977007405) | > loss_disc_real_4: 0.18761415779590607 (0.22275082830418935) | > loss_disc_real_5: 0.25791043043136597 (0.21426938048430852) | > loss_0: 2.7441484928131104 (2.317540032523019) | > grad_norm_0: tensor(33.0490, device='cuda:0') (tensor(22.0445, device='cuda:0')) | > loss_gen: 2.309657096862793 (2.552275042403432) | > loss_kl: 2.0648748874664307 (1.801455830368227) | > loss_feat: 12.248312950134277 (7.522466345036284) | > loss_mel: 19.18577766418457 (18.74918813618484) | > loss_duration: 2.272855043411255 (2.113714660554671) | > loss_1: 38.081478118896484 (32.73910006491245) | > grad_norm_1: tensor(377.1089, device='cuda:0') (tensor(245.5000, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 13.9952 (0.44425446574086475) | > loader_time: 0.035 (0.005236535811496725)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6020402908325195 (2.6020402908325195) | > loss_disc_real_0: 0.25506728887557983 (0.25506728887557983) | > loss_disc_real_1: 0.3029548227787018 (0.3029548227787018) | > loss_disc_real_2: 0.3259040415287018 (0.3259040415287018) | > loss_disc_real_3: 0.26368072628974915 (0.26368072628974915) | > loss_disc_real_4: 0.275842547416687 (0.275842547416687) | > loss_disc_real_5: 0.279431015253067 (0.279431015253067) | > loss_0: 2.6020402908325195 (2.6020402908325195) | > loss_gen: 2.6771199703216553 (2.6771199703216553) | > loss_kl: 1.989692211151123 (1.989692211151123) | > loss_feat: 4.214098930358887 (4.214098930358887) | > loss_mel: 14.630805015563965 (14.630805015563965) | > loss_duration: 2.968165636062622 (2.968165636062622) | > loss_1: 26.479883193969727 (26.479883193969727)  --> STEP: 1 | > loss_disc: 2.2479443550109863 (2.2479443550109863) | > loss_disc_real_0: 0.10491429269313812 (0.10491429269313812) | > loss_disc_real_1: 0.20770263671875 (0.20770263671875) | > loss_disc_real_2: 0.3112221360206604 (0.3112221360206604) | > loss_disc_real_3: 0.27663275599479675 (0.27663275599479675) | > loss_disc_real_4: 0.2773948311805725 (0.2773948311805725) | > loss_disc_real_5: 0.27128544449806213 (0.27128544449806213) | > loss_0: 2.2479443550109863 (2.2479443550109863) | > loss_gen: 3.118345022201538 (3.118345022201538) | > loss_kl: 2.55108642578125 (2.55108642578125) | > loss_feat: 6.662303447723389 (6.662303447723389) | > loss_mel: 19.902484893798828 (19.902484893798828) | > loss_duration: 2.3722472190856934 (2.3722472190856934) | > loss_1: 34.60646438598633 (34.60646438598633)  --> STEP: 2 | > loss_disc: 2.2457969188690186 (2.2468706369400024) | > loss_disc_real_0: 0.13078130781650543 (0.11784780025482178) | > loss_disc_real_1: 0.24359077215194702 (0.2256467044353485) | > loss_disc_real_2: 0.2539180815219879 (0.28257010877132416) | > loss_disc_real_3: 0.3241438865661621 (0.30038832128047943) | > loss_disc_real_4: 0.2915438711643219 (0.2844693511724472) | > loss_disc_real_5: 0.2655818462371826 (0.2684336453676224) | > loss_0: 2.2457969188690186 (2.2468706369400024) | > loss_gen: 3.245941638946533 (3.1821433305740356) | > loss_kl: 2.2202565670013428 (2.3856714963912964) | > loss_feat: 7.242435455322266 (6.952369451522827) | > loss_mel: 20.022607803344727 (19.962546348571777) | > loss_duration: 2.457360029220581 (2.414803624153137) | > loss_1: 35.188602447509766 (34.89753341674805)  --> STEP: 3 | > loss_disc: 2.0283660888671875 (2.1740357875823975) | > loss_disc_real_0: 0.12685151398181915 (0.12084903816382091) | > loss_disc_real_1: 0.144631490111351 (0.19864163299401602) | > loss_disc_real_2: 0.2019481509923935 (0.2556961228450139) | > loss_disc_real_3: 0.17832070589065552 (0.25969911615053815) | > loss_disc_real_4: 0.14964117109775543 (0.23952662448088327) | > loss_disc_real_5: 0.16178575158119202 (0.23288434743881226) | > loss_0: 2.0283660888671875 (2.1740357875823975) | > loss_gen: 2.746833324432373 (3.0370399951934814) | > loss_kl: 2.4396395683288574 (2.403660853703817) | > loss_feat: 8.01834487915039 (7.307694594065349) | > loss_mel: 21.744670867919922 (20.55658785502116) | > loss_duration: 2.225733757019043 (2.351780335108439) | > loss_1: 37.17522430419922 (35.6567637125651)  --> STEP: 4 | > loss_disc: 2.31850266456604 (2.210152506828308) | > loss_disc_real_0: 0.11480408161878586 (0.11933779902756214) | > loss_disc_real_1: 0.12976232171058655 (0.18142180517315865) | > loss_disc_real_2: 0.23666106164455414 (0.250937357544899) | > loss_disc_real_3: 0.29730069637298584 (0.26909951120615005) | > loss_disc_real_4: 0.24075005948543549 (0.23983248323202133) | > loss_disc_real_5: 0.2933107316493988 (0.2479909434914589) | > loss_0: 2.31850266456604 (2.210152506828308) | > loss_gen: 2.62579083442688 (2.934227705001831) | > loss_kl: 2.277576446533203 (2.3721397519111633) | > loss_feat: 7.40535831451416 (7.332110524177551) | > loss_mel: 20.657028198242188 (20.581697940826416) | > loss_duration: 2.299464464187622 (2.338701367378235) | > loss_1: 35.26521682739258 (35.55887699127197)  --> STEP: 5 | > loss_disc: 2.344447612762451 (2.237011528015137) | > loss_disc_real_0: 0.1325548142194748 (0.12198120206594468) | > loss_disc_real_1: 0.250250905752182 (0.19518762528896333) | > loss_disc_real_2: 0.3149266541004181 (0.2637352168560028) | > loss_disc_real_3: 0.23456278443336487 (0.262192165851593) | > loss_disc_real_4: 0.22512266039848328 (0.23689051866531372) | > loss_disc_real_5: 0.23836691677570343 (0.2460661381483078) | > loss_0: 2.344447612762451 (2.237011528015137) | > loss_gen: 2.7037367820739746 (2.8881295204162596) | > loss_kl: 2.5110535621643066 (2.399922513961792) | > loss_feat: 6.742854118347168 (7.214259243011474) | > loss_mel: 17.090347290039062 (19.883427810668945) | > loss_duration: 2.3801450729370117 (2.3469901084899902) | > loss_1: 31.428138732910156 (34.73272933959961)  --> STEP: 6 | > loss_disc: 2.652287483215332 (2.3062241872151694) | > loss_disc_real_0: 0.1597401201725006 (0.128274355083704) | > loss_disc_real_1: 0.24986079335212708 (0.2042998199661573) | > loss_disc_real_2: 0.32222533226013184 (0.27348356942335766) | > loss_disc_real_3: 0.3317148685455322 (0.27377928296724957) | > loss_disc_real_4: 0.31424805521965027 (0.2497834414243698) | > loss_disc_real_5: 0.27441540360450745 (0.2507910157243411) | > loss_0: 2.652287483215332 (2.3062241872151694) | > loss_gen: 2.573533058166504 (2.8356967767079673) | > loss_kl: 2.3351387977600098 (2.3891252279281616) | > loss_feat: 4.841831684112549 (6.818854649861653) | > loss_mel: 16.15906524658203 (19.26270071665446) | > loss_duration: 2.078664779663086 (2.302269220352173) | > loss_1: 27.98823356628418 (33.60864671071371)  --> STEP: 7 | > loss_disc: 2.3346002101898193 (2.3102779047829762) | > loss_disc_real_0: 0.18332605063915253 (0.13613888302019664) | > loss_disc_real_1: 0.23105104267597198 (0.20812142321041652) | > loss_disc_real_2: 0.26020005345344543 (0.2715859242847988) | > loss_disc_real_3: 0.29279273748397827 (0.2764954907553537) | > loss_disc_real_4: 0.2090955525636673 (0.24397088587284088) | > loss_disc_real_5: 0.29918041825294495 (0.25770378751414164) | > loss_0: 2.3346002101898193 (2.3102779047829762) | > loss_gen: 2.8252999782562256 (2.83421151978629) | > loss_kl: 3.3046815395355225 (2.519918986729213) | > loss_feat: 6.122655868530273 (6.719397681100028) | > loss_mel: 20.344749450683594 (19.41727910723005) | > loss_duration: 2.4679503440856934 (2.325937952314104) | > loss_1: 35.06533432006836 (33.81674494062151)  --> STEP: 8 | > loss_disc: 2.285710096359253 (2.307206928730011) | > loss_disc_real_0: 0.15450122952461243 (0.13843417633324862) | > loss_disc_real_1: 0.23667369782924652 (0.21169045753777027) | > loss_disc_real_2: 0.22354018688201904 (0.2655802071094513) | > loss_disc_real_3: 0.2830604314804077 (0.2773161083459854) | > loss_disc_real_4: 0.2213178277015686 (0.24113925360143185) | > loss_disc_real_5: 0.1991422474384308 (0.2503835950046778) | > loss_0: 2.285710096359253 (2.307206928730011) | > loss_gen: 2.659970283508301 (2.812431365251541) | > loss_kl: 2.1288437843322754 (2.471034586429596) | > loss_feat: 8.770700454711914 (6.975810527801514) | > loss_mel: 21.004240036010742 (19.615649223327637) | > loss_duration: 2.181729316711426 (2.3079118728637695) | > loss_1: 36.7454833984375 (34.18283724784851)  --> STEP: 9 | > loss_disc: 2.4239423274993896 (2.320177528593275) | > loss_disc_real_0: 0.11972910910844803 (0.136355835530493) | > loss_disc_real_1: 0.2045530527830124 (0.2108974125650194) | > loss_disc_real_2: 0.2532297968864441 (0.26420793930689496) | > loss_disc_real_3: 0.2975085377693176 (0.27955971161524457) | > loss_disc_real_4: 0.2498561590909958 (0.24210779865582785) | > loss_disc_real_5: 0.2806597054004669 (0.2537476072708766) | > loss_0: 2.4239423274993896 (2.320177528593275) | > loss_gen: 2.5395469665527344 (2.7821108765072293) | > loss_kl: 2.152794122695923 (2.435674534903632) | > loss_feat: 9.045089721679688 (7.205730438232422) | > loss_mel: 18.693498611450195 (19.513188044230144) | > loss_duration: 2.107950448989868 (2.2856939368777804) | > loss_1: 34.538883209228516 (34.22239791022407)  --> STEP: 10 | > loss_disc: 2.0294387340545654 (2.291103649139404) | > loss_disc_real_0: 0.1763119101524353 (0.14035144299268723) | > loss_disc_real_1: 0.2173743098974228 (0.21154510229825974) | > loss_disc_real_2: 0.2776242792606354 (0.26554957330226897) | > loss_disc_real_3: 0.2240605354309082 (0.2740097939968109) | > loss_disc_real_4: 0.18880240619182587 (0.23677725940942765) | > loss_disc_real_5: 0.1460748314857483 (0.24298032969236374) | > loss_0: 2.0294387340545654 (2.291103649139404) | > loss_gen: 3.388705015182495 (2.842770290374756) | > loss_kl: 2.398084878921509 (2.4319155693054197) | > loss_feat: 7.449313163757324 (7.230088710784912) | > loss_mel: 18.543222427368164 (19.416191482543944) | > loss_duration: 2.316164016723633 (2.288740944862366) | > loss_1: 34.095489501953125 (34.20970706939697)  --> STEP: 11 | > loss_disc: 2.359285354614258 (2.2973019860007544) | > loss_disc_real_0: 0.11568556725978851 (0.1381090906533328) | > loss_disc_real_1: 0.10408157110214233 (0.20177569037133997) | > loss_disc_real_2: 0.3051207661628723 (0.26914695447141473) | > loss_disc_real_3: 0.3151785135269165 (0.27775240486318414) | > loss_disc_real_4: 0.2989434003829956 (0.2424287267706611) | > loss_disc_real_5: 0.3088441789150238 (0.2489679523489692) | > loss_0: 2.359285354614258 (2.2973019860007544) | > loss_gen: 2.9820926189422607 (2.8554359566081655) | > loss_kl: 2.6474876403808594 (2.451513030312278) | > loss_feat: 7.62349796295166 (7.265853188254616) | > loss_mel: 19.01775550842285 (19.379970030351117) | > loss_duration: 2.4063665866851807 (2.299434185028076) | > loss_1: 34.67720413208008 (34.252206802368164)  --> STEP: 12 | > loss_disc: 2.213003635406494 (2.2902771234512325) | > loss_disc_real_0: 0.043983232229948044 (0.13026526911805072) | > loss_disc_real_1: 0.15421701967716217 (0.19781246781349182) | > loss_disc_real_2: 0.23694267868995667 (0.2664632648229599) | > loss_disc_real_3: 0.16496574878692627 (0.26835351685682934) | > loss_disc_real_4: 0.2017379105091095 (0.23903782541553178) | > loss_disc_real_5: 0.20933885872364044 (0.2456655278801918) | > loss_0: 2.213003635406494 (2.2902771234512325) | > loss_gen: 2.50380277633667 (2.8261331915855408) | > loss_kl: 2.5703554153442383 (2.4614165623982744) | > loss_feat: 7.866575241088867 (7.315913359324138) | > loss_mel: 19.304283142089844 (19.373662789662678) | > loss_duration: 2.224221706390381 (2.293166478474935) | > loss_1: 34.46923828125 (34.27029275894165)  --> STEP: 13 | > loss_disc: 2.6306347846984863 (2.3164584820087133) | > loss_disc_real_0: 0.22285160422325134 (0.13738729489537385) | > loss_disc_real_1: 0.3228801488876343 (0.20743305866534895) | > loss_disc_real_2: 0.2625178098678589 (0.2661597682879521) | > loss_disc_real_3: 0.32195907831192017 (0.272477021584144) | > loss_disc_real_4: 0.31315526366233826 (0.2447391668191323) | > loss_disc_real_5: 0.3106575608253479 (0.2506649150298192) | > loss_0: 2.6306347846984863 (2.3164584820087133) | > loss_gen: 2.817861795425415 (2.825496930342454) | > loss_kl: 2.1558799743652344 (2.4379137479341946) | > loss_feat: 5.070816516876221 (7.143213602212759) | > loss_mel: 17.848411560058594 (19.256335772000828) | > loss_duration: 2.1659812927246094 (2.283383002647987) | > loss_1: 30.058950424194336 (33.94634334857647)  --> STEP: 14 | > loss_disc: 2.1342856884002686 (2.30344613960811) | > loss_disc_real_0: 0.05987051501870155 (0.1318503820470401) | > loss_disc_real_1: 0.13741563260555267 (0.20243181394679205) | > loss_disc_real_2: 0.2719089090824127 (0.26657042120184216) | > loss_disc_real_3: 0.27931085228919983 (0.2729651523487909) | > loss_disc_real_4: 0.21830296516418457 (0.24285086670092174) | > loss_disc_real_5: 0.23057080805301666 (0.2492296216743333) | > loss_0: 2.1342856884002686 (2.30344613960811) | > loss_gen: 2.9562816619873047 (2.834838696888515) | > loss_kl: 3.1565678119659424 (2.4892461810793196) | > loss_feat: 8.883508682250977 (7.267520393644061) | > loss_mel: 21.33385467529297 (19.404729979378835) | > loss_duration: 2.3706226348876953 (2.289614404950823) | > loss_1: 38.700836181640625 (34.285949979509624)  --> STEP: 15 | > loss_disc: 2.47092866897583 (2.3146116415659583) | > loss_disc_real_0: 0.19774150848388672 (0.13624312380949657) | > loss_disc_real_1: 0.2819252610206604 (0.20773137708504993) | > loss_disc_real_2: 0.2918282747268677 (0.26825427810351055) | > loss_disc_real_3: 0.2502584755420685 (0.27145137389500934) | > loss_disc_real_4: 0.18858729302883148 (0.23923329512278238) | > loss_disc_real_5: 0.20793209969997406 (0.24647645354270936) | > loss_0: 2.47092866897583 (2.3146116415659583) | > loss_gen: 2.577374219894409 (2.817674398422241) | > loss_kl: 2.734318256378174 (2.5055843194325766) | > loss_feat: 6.013455390930176 (7.1839160601298016) | > loss_mel: 15.423606872558594 (19.139321772257485) | > loss_duration: 2.3281989097595215 (2.292186705271403) | > loss_1: 29.076953887939453 (33.93868357340495)  --> STEP: 16 | > loss_disc: 2.483180522918701 (2.3251471966505046) | > loss_disc_real_0: 0.16932570934295654 (0.1383107854053378) | > loss_disc_real_1: 0.12222500890493393 (0.2023872290737927) | > loss_disc_real_2: 0.27586546540260315 (0.2687299773097038) | > loss_disc_real_3: 0.2810250520706177 (0.2720497287809849) | > loss_disc_real_4: 0.21568861603736877 (0.23776175267994404) | > loss_disc_real_5: 0.20135091245174408 (0.24365610722452402) | > loss_0: 2.483180522918701 (2.3251471966505046) | > loss_gen: 2.6132819652557373 (2.8048998713493347) | > loss_kl: 2.533726930618286 (2.5073432326316833) | > loss_feat: 8.490535736083984 (7.265579789876938) | > loss_mel: 18.538240432739258 (19.101754188537598) | > loss_duration: 2.3242805004119873 (2.2941925674676895) | > loss_1: 34.500064849853516 (33.97376990318298)  --> STEP: 17 | > loss_disc: 2.485870122909546 (2.334601486430448) | > loss_disc_real_0: 0.10149264335632324 (0.13614501234363108) | > loss_disc_real_1: 0.24382497370243073 (0.20482474346371257) | > loss_disc_real_2: 0.3009698987007141 (0.2706264432738809) | > loss_disc_real_3: 0.2675589919090271 (0.27178556778851676) | > loss_disc_real_4: 0.2670555114746094 (0.23948491496198318) | > loss_disc_real_5: 0.2879522442817688 (0.24626176234553843) | > loss_0: 2.485870122909546 (2.334601486430448) | > loss_gen: 2.5505993366241455 (2.7899410163655) | > loss_kl: 2.232640504837036 (2.491184248643763) | > loss_feat: 6.9345197677612305 (7.246105670928955) | > loss_mel: 18.1256103515625 (19.04433396283318) | > loss_duration: 2.4283409118652344 (2.302083646549898) | > loss_1: 32.27171325683594 (33.873648923986096)  --> STEP: 18 | > loss_disc: 2.386028528213501 (2.3374585443072844) | > loss_disc_real_0: 0.12590646743774414 (0.13557620429330403) | > loss_disc_real_1: 0.23808836936950684 (0.20667272268070114) | > loss_disc_real_2: 0.2722964584827423 (0.2707192218965954) | > loss_disc_real_3: 0.19231227040290833 (0.2673703846004274) | > loss_disc_real_4: 0.1666935533285141 (0.23544095042679045) | > loss_disc_real_5: 0.1730145514011383 (0.2421924728486273) | > loss_0: 2.386028528213501 (2.3374585443072844) | > loss_gen: 2.6127235889434814 (2.7800956037309437) | > loss_kl: 2.8654706478118896 (2.511977937486437) | > loss_feat: 8.28609848022461 (7.303883049223158) | > loss_mel: 20.960222244262695 (19.150772200690376) | > loss_duration: 2.255903482437134 (2.2995180818769665) | > loss_1: 36.98042297363281 (34.046247482299805)  --> STEP: 19 | > loss_disc: 2.6471824645996094 (2.3537598032700386) | > loss_disc_real_0: 0.14440415799617767 (0.13604083343556053) | > loss_disc_real_1: 0.2193848192691803 (0.20734178039588427) | > loss_disc_real_2: 0.25922200083732605 (0.27011410499873917) | > loss_disc_real_3: 0.29553964734077454 (0.26885297737623515) | > loss_disc_real_4: 0.1526760309934616 (0.23108490203556262) | > loss_disc_real_5: 0.1438441127538681 (0.23701624336995578) | > loss_0: 2.6471824645996094 (2.3537598032700386) | > loss_gen: 2.1288137435913086 (2.7458176110920154) | > loss_kl: 2.013284683227539 (2.4857309241043892) | > loss_feat: 7.024398326873779 (7.289173326994243) | > loss_mel: 18.5018310546875 (19.11661740353233) | > loss_duration: 2.2897908687591553 (2.299006123291819) | > loss_1: 31.958118438720703 (33.93634595369038)  --> STEP: 20 | > loss_disc: 2.351511240005493 (2.3536473751068114) | > loss_disc_real_0: 0.0959227979183197 (0.1340349316596985) | > loss_disc_real_1: 0.2284444123506546 (0.20839691199362279) | > loss_disc_real_2: 0.2504599094390869 (0.2691313952207566) | > loss_disc_real_3: 0.23784151673316956 (0.26730240434408187) | > loss_disc_real_4: 0.2387022227048874 (0.23146576806902885) | > loss_disc_real_5: 0.21386262774467468 (0.2358585625886917) | > loss_0: 2.351511240005493 (2.3536473751068114) | > loss_gen: 2.3731040954589844 (2.7271819353103637) | > loss_kl: 2.131540298461914 (2.4680213928222656) | > loss_feat: 6.331913948059082 (7.241310358047485) | > loss_mel: 18.80837059020996 (19.10120506286621) | > loss_duration: 2.3212037086486816 (2.300116002559662) | > loss_1: 31.96613121032715 (33.837835216522215)  --> STEP: 21 | > loss_disc: 2.2266666889190674 (2.347600675764538) | > loss_disc_real_0: 0.06790296733379364 (0.13088579050132207) | > loss_disc_real_1: 0.20250660181045532 (0.20811642103251957) | > loss_disc_real_2: 0.20099686086177826 (0.26588689358461476) | > loss_disc_real_3: 0.25683102011680603 (0.26680376699992586) | > loss_disc_real_4: 0.33383557200431824 (0.23634052063737596) | > loss_disc_real_5: 0.32572752237319946 (0.24013803686414445) | > loss_0: 2.2266666889190674 (2.347600675764538) | > loss_gen: 2.812450408935547 (2.7312423388163247) | > loss_kl: 1.9403300285339355 (2.4428932326180592) | > loss_feat: 5.5304155349731445 (7.159839175996327) | > loss_mel: 18.61103630065918 (19.077863693237305) | > loss_duration: 2.161534547805786 (2.2935168856666204) | > loss_1: 31.055767059326172 (33.70535578046526)  --> STEP: 22 | > loss_disc: 2.4959375858306885 (2.3543432625857266) | > loss_disc_real_0: 0.14267580211162567 (0.13142170011997223) | > loss_disc_real_1: 0.27063700556755066 (0.2109582657841119) | > loss_disc_real_2: 0.24108004570007324 (0.2647593095898629) | > loss_disc_real_3: 0.2679118812084198 (0.26685413582758466) | > loss_disc_real_4: 0.25298362970352173 (0.23709702559492804) | > loss_disc_real_5: 0.20956191420555115 (0.23874821310693567) | > loss_0: 2.4959375858306885 (2.3543432625857266) | > loss_gen: 2.376194953918457 (2.7151038213209673) | > loss_kl: 2.1822099685668945 (2.4310439933430064) | > loss_feat: 6.0948333740234375 (7.111429821361195) | > loss_mel: 17.603939056396484 (19.01086711883545) | > loss_duration: 2.1551156044006348 (2.2872259183363486) | > loss_1: 30.412290573120117 (33.55567099831321)  --> STEP: 23 | > loss_disc: 2.489234685897827 (2.360208107077557) | > loss_disc_real_0: 0.20246291160583496 (0.13451044844544452) | > loss_disc_real_1: 0.2053542137145996 (0.210714611346307) | > loss_disc_real_2: 0.3603930175304413 (0.26891729689162713) | > loss_disc_real_3: 0.3117043077945709 (0.26880414330441016) | > loss_disc_real_4: 0.28010767698287964 (0.23896705391614334) | > loss_disc_real_5: 0.2776693105697632 (0.24044043473575427) | > loss_0: 2.489234685897827 (2.360208107077557) | > loss_gen: 3.1585216522216797 (2.734382857447085) | > loss_kl: 2.155517101287842 (2.4190645632536514) | > loss_feat: 7.3040595054626465 (7.11980502501778) | > loss_mel: 20.388324737548828 (19.07075658051864) | > loss_duration: 2.2901673316955566 (2.2873538058737055) | > loss_1: 35.296592712402344 (33.63136324675187)  --> STEP: 24 | > loss_disc: 2.251546621322632 (2.355680545171102) | > loss_disc_real_0: 0.0860951840877533 (0.13249314576387405) | > loss_disc_real_1: 0.15302026271820068 (0.20831068015346924) | > loss_disc_real_2: 0.32646864652633667 (0.27131526979307335) | > loss_disc_real_3: 0.2634997069835663 (0.268583125124375) | > loss_disc_real_4: 0.20553931593894958 (0.23757423150042692) | > loss_disc_real_5: 0.24200639128684998 (0.24050568292538324) | > loss_0: 2.251546621322632 (2.355680545171102) | > loss_gen: 2.6275858879089355 (2.729932983716329) | > loss_kl: 2.311840057373047 (2.4145968755086265) | > loss_feat: 9.36650276184082 (7.2134174307187395) | > loss_mel: 18.87960433959961 (19.06279190381368) | > loss_duration: 2.453139066696167 (2.2942615250746416) | > loss_1: 35.638671875 (33.71500110626221)  --> STEP: 25 | > loss_disc: 2.4704232215881348 (2.3602702522277834) | > loss_disc_real_0: 0.1025882363319397 (0.13129694938659667) | > loss_disc_real_1: 0.1328781545162201 (0.2052933791279793) | > loss_disc_real_2: 0.19520898163318634 (0.2682710182666779) | > loss_disc_real_3: 0.2317020297050476 (0.2671078813076019) | > loss_disc_real_4: 0.16600748896598816 (0.23471156179904937) | > loss_disc_real_5: 0.19689983129501343 (0.23876144886016845) | > loss_0: 2.4704232215881348 (2.3602702522277834) | > loss_gen: 2.0186877250671387 (2.7014831733703613) | > loss_kl: 2.5008089542388916 (2.418045358657837) | > loss_feat: 7.09432315826416 (7.208653659820556) | > loss_mel: 17.798263549804688 (19.012210769653322) | > loss_duration: 2.368711471557617 (2.2972395229339604) | > loss_1: 31.780794143676758 (33.637632827758786)  --> STEP: 26 | > loss_disc: 2.7778759002685547 (2.3763320079216594) | > loss_disc_real_0: 0.16928769648075104 (0.13275813196714106) | > loss_disc_real_1: 0.07050790637731552 (0.20010932248372298) | > loss_disc_real_2: 0.22080190479755402 (0.26644528313325) | > loss_disc_real_3: 0.10196638107299805 (0.26075628514473254) | > loss_disc_real_4: 0.2167363166809082 (0.2340202062175824) | > loss_disc_real_5: 0.15048901736736298 (0.2353663553412144) | > loss_0: 2.7778759002685547 (2.3763320079216594) | > loss_gen: 1.9348745346069336 (2.671998225725614) | > loss_kl: 2.188646078109741 (2.4092223094059873) | > loss_feat: 10.461748123168945 (7.333772677641648) | > loss_mel: 18.40606117248535 (18.988897323608402) | > loss_duration: 2.2629714012145996 (2.2959215182524466) | > loss_1: 35.25429916381836 (33.69981230222261) --> EVAL PERFORMANCE | > avg_loader_time: 0.002479158915006198 (+0.00020625041081355228) | > avg_loss_disc: 2.3763320079216594 (-0.00644993782043457) | > avg_loss_disc_real_0: 0.13275813196714106 (-0.011976289921082045) | > avg_loss_disc_real_1: 0.20010932248372298 (-0.020544930719412297) | > avg_loss_disc_real_2: 0.26644528313325 (+0.022464309174280883) | > avg_loss_disc_real_3: 0.26075628514473254 (-0.012974800971838174) | > avg_loss_disc_real_4: 0.2340202062175824 (-0.032314142928673684) | > avg_loss_disc_real_5: 0.2353663553412144 (-0.026857517086542576) | > avg_loss_0: 2.3763320079216594 (-0.00644993782043457) | > avg_loss_gen: 2.671998225725614 (+0.005625101236196528) | > avg_loss_kl: 2.4092223094059873 (+0.021676953022296885) | > avg_loss_feat: 7.333772677641648 (-0.09404379587907119) | > avg_loss_mel: 18.988897323608402 (+0.30123156767625403) | > avg_loss_duration: 2.2959215182524466 (-0.007701075994050566) | > avg_loss_1: 33.69981230222261 (+0.22678874089167067)  > EPOCH: 240/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:29:22)   --> TIME: 2024-06-11 01:29:32 -- STEP: 24/330 -- GLOBAL_STEP: 167225 | > loss_disc: 2.2906858921051025 (2.3336555560429892) | > loss_disc_real_0: 0.0828004777431488 (0.102748846480002) | > loss_disc_real_1: 0.236674964427948 (0.1969207221021255) | > loss_disc_real_2: 0.21443083882331848 (0.20949331050117811) | > loss_disc_real_3: 0.22866731882095337 (0.22520903001228967) | > loss_disc_real_4: 0.2016548067331314 (0.22735373862087727) | > loss_disc_real_5: 0.20046865940093994 (0.2186412774026394) | > loss_0: 2.2906858921051025 (2.3336555560429892) | > grad_norm_0: tensor(16.9973, device='cuda:0') (tensor(24.4165, device='cuda:0')) | > loss_gen: 2.552813768386841 (2.5645642876625057) | > loss_kl: 1.5772440433502197 (1.7647356589635212) | > loss_feat: 7.568066120147705 (7.136875410874684) | > loss_mel: 18.71689224243164 (19.036578178405765) | > loss_duration: 2.035001277923584 (2.1347815692424765) | > loss_1: 32.450016021728516 (32.63753517468769) | > grad_norm_1: tensor(231.5899, device='cuda:0') (tensor(276.0264, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3529 (0.3481631775697072) | > loader_time: 0.0031 (0.0032113492488861084)  --> TIME: 2024-06-11 01:29:41 -- STEP: 49/330 -- GLOBAL_STEP: 167250 | > loss_disc: 2.245502471923828 (2.311218110882506) | > loss_disc_real_0: 0.09262789040803909 (0.1079034368146439) | > loss_disc_real_1: 0.16425935924053192 (0.1979052752864604) | > loss_disc_real_2: 0.18820306658744812 (0.2096753895890956) | > loss_disc_real_3: 0.19525925815105438 (0.22465707331287618) | > loss_disc_real_4: 0.18806999921798706 (0.22512670408706276) | > loss_disc_real_5: 0.18815532326698303 (0.2155044763063898) | > loss_0: 2.245502471923828 (2.311218110882506) | > grad_norm_0: tensor(45.1985, device='cuda:0') (tensor(24.4558, device='cuda:0')) | > loss_gen: 2.578791856765747 (2.5728367396763385) | > loss_kl: 1.798638105392456 (1.7799771586242987) | > loss_feat: 8.006608963012695 (7.259431070210982) | > loss_mel: 19.080827713012695 (19.025142202571946) | > loss_duration: 2.005570650100708 (2.0813834861833223) | > loss_1: 33.470436096191406 (32.71877043587819) | > grad_norm_1: tensor(492.4212, device='cuda:0') (tensor(270.8441, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3678 (0.34977110064759553) | > loader_time: 0.004 (0.0033371107918875554)  --> TIME: 2024-06-11 01:29:50 -- STEP: 74/330 -- GLOBAL_STEP: 167275 | > loss_disc: 2.1590662002563477 (2.308807923987105) | > loss_disc_real_0: 0.09423595666885376 (0.1089374353051991) | > loss_disc_real_1: 0.17249242961406708 (0.1989144088851439) | > loss_disc_real_2: 0.2203102707862854 (0.21154099743108493) | > loss_disc_real_3: 0.2077765166759491 (0.22598922011014577) | > loss_disc_real_4: 0.20299668610095978 (0.22346632102051298) | > loss_disc_real_5: 0.1968350112438202 (0.2148598664112993) | > loss_0: 2.1590662002563477 (2.308807923987105) | > grad_norm_0: tensor(53.5604, device='cuda:0') (tensor(24.3228, device='cuda:0')) | > loss_gen: 2.5885419845581055 (2.572854248253074) | > loss_kl: 1.7891217470169067 (1.778401661563564) | > loss_feat: 7.733799457550049 (7.339240628319818) | > loss_mel: 19.395671844482422 (19.079021221882588) | > loss_duration: 1.9761765003204346 (2.0629266323270032) | > loss_1: 33.483314514160156 (32.83244455182874) | > grad_norm_1: tensor(267.7165, device='cuda:0') (tensor(262.7751, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3794 (0.3534420599808564) | > loader_time: 0.0043 (0.0035021240646774705)  --> TIME: 2024-06-11 01:29:59 -- STEP: 99/330 -- GLOBAL_STEP: 167300 | > loss_disc: 2.273423194885254 (2.307686824991245) | > loss_disc_real_0: 0.09822043031454086 (0.11059582598432145) | > loss_disc_real_1: 0.16530649363994598 (0.20005396249318363) | > loss_disc_real_2: 0.22428375482559204 (0.21358065653328945) | > loss_disc_real_3: 0.2609158158302307 (0.22551523615615537) | > loss_disc_real_4: 0.23937420547008514 (0.2218874315119753) | > loss_disc_real_5: 0.2129024714231491 (0.21330137415365738) | > loss_0: 2.273423194885254 (2.307686824991245) | > grad_norm_0: tensor(17.7427, device='cuda:0') (tensor(24.8491, device='cuda:0')) | > loss_gen: 2.721886157989502 (2.5761063484230418) | > loss_kl: 1.8223503828048706 (1.7892146845056554) | > loss_feat: 8.298332214355469 (7.356249891146265) | > loss_mel: 19.788433074951172 (19.037948820326065) | > loss_duration: 2.0647873878479004 (2.0588407456272777) | > loss_1: 34.6957893371582 (32.818360492436575) | > grad_norm_1: tensor(361.1178, device='cuda:0') (tensor(270.6014, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3567 (0.35534861111881755) | > loader_time: 0.0037 (0.0036131733595722855)  --> TIME: 2024-06-11 01:30:09 -- STEP: 124/330 -- GLOBAL_STEP: 167325 | > loss_disc: 2.2372069358825684 (2.3071586739632384) | > loss_disc_real_0: 0.08401802182197571 (0.11083752304435737) | > loss_disc_real_1: 0.15416929125785828 (0.20003349634428177) | > loss_disc_real_2: 0.2072799652814865 (0.21434435717040493) | > loss_disc_real_3: 0.19522063434123993 (0.22629116307343206) | > loss_disc_real_4: 0.19138747453689575 (0.22167628943439452) | > loss_disc_real_5: 0.23485425114631653 (0.21285681606781098) | > loss_0: 2.2372069358825684 (2.3071586739632384) | > grad_norm_0: tensor(39.1790, device='cuda:0') (tensor(24.5247, device='cuda:0')) | > loss_gen: 2.532169818878174 (2.580658931885995) | > loss_kl: 1.7316118478775024 (1.7890314969324297) | > loss_feat: 7.624248027801514 (7.37916987557565) | > loss_mel: 19.0819034576416 (19.078144504177963) | > loss_duration: 2.0631814002990723 (2.0584562478526944) | > loss_1: 33.03311538696289 (32.88546109968617) | > grad_norm_1: tensor(214.1033, device='cuda:0') (tensor(263.6841, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3654 (0.3605380154425098) | > loader_time: 0.0037 (0.0036837593201668032)  --> TIME: 2024-06-11 01:30:19 -- STEP: 149/330 -- GLOBAL_STEP: 167350 | > loss_disc: 2.395031452178955 (2.3033876259054904) | > loss_disc_real_0: 0.2513212561607361 (0.1120871153203833) | > loss_disc_real_1: 0.1782996654510498 (0.19872199248947553) | > loss_disc_real_2: 0.25168558955192566 (0.21485273840043367) | > loss_disc_real_3: 0.20907682180404663 (0.22516090427869118) | > loss_disc_real_4: 0.2045319378376007 (0.2209925664551306) | > loss_disc_real_5: 0.2075449675321579 (0.21245200141964343) | > loss_0: 2.395031452178955 (2.3033876259054904) | > grad_norm_0: tensor(108.6513, device='cuda:0') (tensor(26.5334, device='cuda:0')) | > loss_gen: 2.4221160411834717 (2.5877186147958633) | > loss_kl: 1.866101861000061 (1.7905592590370434) | > loss_feat: 6.7960052490234375 (7.389634772435131) | > loss_mel: 18.65802574157715 (19.08300171922518) | > loss_duration: 2.081151008605957 (2.0592821548449107) | > loss_1: 31.82339859008789 (32.910196547540245) | > grad_norm_1: tensor(334.8763, device='cuda:0') (tensor(275.3444, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3854 (0.3630299040135121) | > loader_time: 0.004 (0.0037536109053848575)  --> TIME: 2024-06-11 01:30:28 -- STEP: 174/330 -- GLOBAL_STEP: 167375 | > loss_disc: 2.4438624382019043 (2.2988160451253257) | > loss_disc_real_0: 0.10556179285049438 (0.1114349767951102) | > loss_disc_real_1: 0.1822831779718399 (0.1985223545082684) | > loss_disc_real_2: 0.22951440513134003 (0.21488127728988385) | > loss_disc_real_3: 0.2565712332725525 (0.22512566597982384) | > loss_disc_real_4: 0.27201583981513977 (0.22017526378234228) | > loss_disc_real_5: 0.22365395724773407 (0.21220706077827806) | > loss_0: 2.4438624382019043 (2.2988160451253257) | > grad_norm_0: tensor(39.7581, device='cuda:0') (tensor(27.4004, device='cuda:0')) | > loss_gen: 2.4999101161956787 (2.597460376805273) | > loss_kl: 1.8191572427749634 (1.7869242196795585) | > loss_feat: 7.431264400482178 (7.422834829352368) | > loss_mel: 18.461240768432617 (19.050315451347977) | > loss_duration: 2.1316041946411133 (2.062335886489385) | > loss_1: 32.343177795410156 (32.91987079313432) | > grad_norm_1: tensor(464.9159, device='cuda:0') (tensor(282.8556, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.381 (0.3663798981699451) | > loader_time: 0.0044 (0.0038555559070631005)  --> TIME: 2024-06-11 01:30:38 -- STEP: 199/330 -- GLOBAL_STEP: 167400 | > loss_disc: 2.342796802520752 (2.3009004113662184) | > loss_disc_real_0: 0.1717885136604309 (0.11285125331288606) | > loss_disc_real_1: 0.19326052069664001 (0.199503051276183) | > loss_disc_real_2: 0.24005739390850067 (0.2141527803099934) | > loss_disc_real_3: 0.20199182629585266 (0.2251929389172463) | > loss_disc_real_4: 0.22643500566482544 (0.21988501545771882) | > loss_disc_real_5: 0.20961394906044006 (0.21220837945315107) | > loss_0: 2.342796802520752 (2.3009004113662184) | > grad_norm_0: tensor(11.3351, device='cuda:0') (tensor(28.4282, device='cuda:0')) | > loss_gen: 2.401486873626709 (2.59752246722504) | > loss_kl: 1.6934587955474854 (1.783556721917349) | > loss_feat: 6.641519069671631 (7.428368288068915) | > loss_mel: 18.66606330871582 (18.99233156712212) | > loss_duration: 2.161074161529541 (2.068443205488388) | > loss_1: 31.563602447509766 (32.87022228336815) | > grad_norm_1: tensor(122.5163, device='cuda:0') (tensor(292.3365, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3998 (0.3697851782468097) | > loader_time: 0.0049 (0.00398741055972612)  --> TIME: 2024-06-11 01:30:49 -- STEP: 224/330 -- GLOBAL_STEP: 167425 | > loss_disc: 2.224102735519409 (2.3013744375535423) | > loss_disc_real_0: 0.09650233387947083 (0.11358835579760905) | > loss_disc_real_1: 0.15877433121204376 (0.19954816218731658) | > loss_disc_real_2: 0.18548940122127533 (0.21328834078407713) | > loss_disc_real_3: 0.18171532452106476 (0.22557363180177553) | > loss_disc_real_4: 0.19264084100723267 (0.22047090097995742) | > loss_disc_real_5: 0.19031260907649994 (0.21206254744902253) | > loss_0: 2.224102735519409 (2.3013744375535423) | > grad_norm_0: tensor(34.3941, device='cuda:0') (tensor(27.3705, device='cuda:0')) | > loss_gen: 2.635784387588501 (2.5892133340239516) | > loss_kl: 1.6604678630828857 (1.7816913479140826) | > loss_feat: 7.810176849365234 (7.421337104269436) | > loss_mel: 18.759920120239258 (18.934357804911492) | > loss_duration: 2.177321195602417 (2.0747219180422185) | > loss_1: 33.043670654296875 (32.80132157461984) | > grad_norm_1: tensor(468.4129, device='cuda:0') (tensor(287.1693, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.3953 (0.3734718018344471) | > loader_time: 0.0052 (0.004104938890252793)  --> TIME: 2024-06-11 01:30:59 -- STEP: 249/330 -- GLOBAL_STEP: 167450 | > loss_disc: 2.4282360076904297 (2.3001092006882513) | > loss_disc_real_0: 0.1206919327378273 (0.11364152227120707) | > loss_disc_real_1: 0.24808424711227417 (0.19984820688584723) | > loss_disc_real_2: 0.2467510849237442 (0.2136962997267045) | > loss_disc_real_3: 0.25173085927963257 (0.2250886871273738) | > loss_disc_real_4: 0.23147597908973694 (0.22015982794474406) | > loss_disc_real_5: 0.2371925264596939 (0.21165767730958013) | > loss_0: 2.4282360076904297 (2.3001092006882513) | > grad_norm_0: tensor(49.5123, device='cuda:0') (tensor(27.5380, device='cuda:0')) | > loss_gen: 2.483140468597412 (2.5884512983651518) | > loss_kl: 1.8810728788375854 (1.7827258320697341) | > loss_feat: 7.187324047088623 (7.4165045247978) | > loss_mel: 18.826553344726562 (18.885228337054286) | > loss_duration: 2.1368250846862793 (2.0819952770409342) | > loss_1: 32.514915466308594 (32.75490536364207) | > grad_norm_1: tensor(394.2987, device='cuda:0') (tensor(293.8383, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.4235 (0.3778878723282412) | > loader_time: 0.0056 (0.0042257749411954435)  --> TIME: 2024-06-11 01:31:10 -- STEP: 274/330 -- GLOBAL_STEP: 167475 | > loss_disc: 2.212311029434204 (2.3009856452036956) | > loss_disc_real_0: 0.12336684763431549 (0.11425754921442836) | > loss_disc_real_1: 0.19848892092704773 (0.19957779641569096) | > loss_disc_real_2: 0.22200974822044373 (0.21371714096434796) | > loss_disc_real_3: 0.21111667156219482 (0.22568597497731227) | > loss_disc_real_4: 0.21560955047607422 (0.2205955624906686) | > loss_disc_real_5: 0.2365216463804245 (0.21178821680972176) | > loss_0: 2.212311029434204 (2.3009856452036956) | > grad_norm_0: tensor(86.3200, device='cuda:0') (tensor(28.6457, device='cuda:0')) | > loss_gen: 2.4884965419769287 (2.5889285907258075) | > loss_kl: 1.9127405881881714 (1.7847975910145) | > loss_feat: 7.677825927734375 (7.42584500521639) | > loss_mel: 18.424741744995117 (18.854520185150385) | > loss_duration: 2.158616065979004 (2.0890786312792433) | > loss_1: 32.66242218017578 (32.74317006299095) | > grad_norm_1: tensor(592.6116, device='cuda:0') (tensor(303.9405, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.4403 (0.3828444489597405) | > loader_time: 0.0055 (0.004368107684337308)  --> TIME: 2024-06-11 01:31:22 -- STEP: 299/330 -- GLOBAL_STEP: 167500 | > loss_disc: 2.3652076721191406 (2.304033771406449) | > loss_disc_real_0: 0.2394864708185196 (0.11537606862177419) | > loss_disc_real_1: 0.20207317173480988 (0.19966417625795638) | > loss_disc_real_2: 0.1991237998008728 (0.21378895954344185) | > loss_disc_real_3: 0.24213062226772308 (0.22525200088287273) | > loss_disc_real_4: 0.24021965265274048 (0.22048775637428897) | > loss_disc_real_5: 0.19312791526317596 (0.21161643104210345) | > loss_0: 2.3652076721191406 (2.304033771406449) | > grad_norm_0: tensor(44.2701, device='cuda:0') (tensor(30.1565, device='cuda:0')) | > loss_gen: 2.6554927825927734 (2.5860986853124297) | > loss_kl: 1.7870535850524902 (1.7881413167934355) | > loss_feat: 7.647943496704102 (7.4342977003907675) | > loss_mel: 17.60920524597168 (18.81185293038156) | > loss_duration: 2.258380889892578 (2.0983785350984565) | > loss_1: 31.95807647705078 (32.71876920744727) | > grad_norm_1: tensor(476.7703, device='cuda:0') (tensor(308.2719, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.474 (0.38937191500711604) | > loader_time: 0.0073 (0.00455091071368061) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_167500.pth  --> TIME: 2024-06-11 01:31:40 -- STEP: 324/330 -- GLOBAL_STEP: 167525 | > loss_disc: 2.359079599380493 (2.310115781095292) | > loss_disc_real_0: 0.1282217800617218 (0.11684551641896919) | > loss_disc_real_1: 0.25786060094833374 (0.20044615386444845) | > loss_disc_real_2: 0.17811912298202515 (0.2141928316358431) | > loss_disc_real_3: 0.22053878009319305 (0.2256839296975989) | > loss_disc_real_4: 0.24900375306606293 (0.22132441603843075) | > loss_disc_real_5: 0.24185368418693542 (0.212100690483679) | > loss_0: 2.359079599380493 (2.310115781095292) | > grad_norm_0: tensor(9.7706, device='cuda:0') (tensor(29.8107, device='cuda:0')) | > loss_gen: 2.454615592956543 (2.580528789832269) | > loss_kl: 2.0242879390716553 (1.7913821199793873) | > loss_feat: 9.866104125976562 (7.4923472345611195) | > loss_mel: 17.434707641601562 (18.76609522030678) | > loss_duration: 2.2950692176818848 (2.111840483215121) | > loss_1: 34.07478713989258 (32.74219392258444) | > grad_norm_1: tensor(95.1784, device='cuda:0') (tensor(306.9573, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.6282 (0.40131575310671763) | > loader_time: 0.0097 (0.004838023656680258)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3767929077148438 (2.3767929077148438) | > loss_disc_real_0: 0.17503023147583008 (0.17503023147583008) | > loss_disc_real_1: 0.19273343682289124 (0.19273343682289124) | > loss_disc_real_2: 0.15554238855838776 (0.15554238855838776) | > loss_disc_real_3: 0.2176363319158554 (0.2176363319158554) | > loss_disc_real_4: 0.1964871734380722 (0.1964871734380722) | > loss_disc_real_5: 0.17220214009284973 (0.17220214009284973) | > loss_0: 2.3767929077148438 (2.3767929077148438) | > loss_gen: 2.502983570098877 (2.502983570098877) | > loss_kl: 3.125328779220581 (3.125328779220581) | > loss_feat: 7.546404838562012 (7.546404838562012) | > loss_mel: 18.882654190063477 (18.882654190063477) | > loss_duration: 2.8807168006896973 (2.8807168006896973) | > loss_1: 34.93809127807617 (34.93809127807617)  --> STEP: 1 | > loss_disc: 2.3741745948791504 (2.3741745948791504) | > loss_disc_real_0: 0.0945824384689331 (0.0945824384689331) | > loss_disc_real_1: 0.1853419691324234 (0.1853419691324234) | > loss_disc_real_2: 0.229627788066864 (0.229627788066864) | > loss_disc_real_3: 0.23131638765335083 (0.23131638765335083) | > loss_disc_real_4: 0.24460746347904205 (0.24460746347904205) | > loss_disc_real_5: 0.21443451941013336 (0.21443451941013336) | > loss_0: 2.3741745948791504 (2.3741745948791504) | > loss_gen: 2.2918574810028076 (2.2918574810028076) | > loss_kl: 2.234159469604492 (2.234159469604492) | > loss_feat: 6.823455810546875 (6.823455810546875) | > loss_mel: 19.575429916381836 (19.575429916381836) | > loss_duration: 2.3550376892089844 (2.3550376892089844) | > loss_1: 33.279937744140625 (33.279937744140625)  --> STEP: 2 | > loss_disc: 2.1859889030456543 (2.2800817489624023) | > loss_disc_real_0: 0.1286156177520752 (0.11159902811050415) | > loss_disc_real_1: 0.1895463615655899 (0.18744416534900665) | > loss_disc_real_2: 0.1851365715265274 (0.2073821797966957) | > loss_disc_real_3: 0.24664939939975739 (0.2389828935265541) | > loss_disc_real_4: 0.20108313858509064 (0.22284530103206635) | > loss_disc_real_5: 0.1849575638771057 (0.19969604164361954) | > loss_0: 2.1859889030456543 (2.2800817489624023) | > loss_gen: 2.891878843307495 (2.5918681621551514) | > loss_kl: 2.0603132247924805 (2.1472363471984863) | > loss_feat: 7.322196960449219 (7.072826385498047) | > loss_mel: 19.93385887145996 (19.7546443939209) | > loss_duration: 2.3760159015655518 (2.365526795387268) | > loss_1: 34.58426284790039 (33.93210029602051)  --> STEP: 3 | > loss_disc: 2.3987088203430176 (2.319624106089274) | > loss_disc_real_0: 0.20086990296840668 (0.14135598639647165) | > loss_disc_real_1: 0.15876802802085876 (0.17788545290629068) | > loss_disc_real_2: 0.16767273843288422 (0.1941456993420919) | > loss_disc_real_3: 0.21122942864894867 (0.2297317385673523) | > loss_disc_real_4: 0.2264007329940796 (0.22403044501940408) | > loss_disc_real_5: 0.21170136332511902 (0.2036978155374527) | > loss_0: 2.3987088203430176 (2.319624106089274) | > loss_gen: 2.292738437652588 (2.4921582539876304) | > loss_kl: 1.684409737586975 (1.992960810661316) | > loss_feat: 6.272392749786377 (6.806015173594157) | > loss_mel: 17.9526424407959 (19.153977076212566) | > loss_duration: 2.2151222229003906 (2.315391937891642) | > loss_1: 30.41730499267578 (32.760501861572266)  --> STEP: 4 | > loss_disc: 2.4455325603485107 (2.3511012196540833) | > loss_disc_real_0: 0.11243011802434921 (0.13412451930344105) | > loss_disc_real_1: 0.15620392560958862 (0.17246507108211517) | > loss_disc_real_2: 0.21640782058238983 (0.19971122965216637) | > loss_disc_real_3: 0.2959958016872406 (0.24629775434732437) | > loss_disc_real_4: 0.22293782234191895 (0.2237572893500328) | > loss_disc_real_5: 0.16133776307106018 (0.19310780242085457) | > loss_0: 2.4455325603485107 (2.3511012196540833) | > loss_gen: 2.247779369354248 (2.4310635328292847) | > loss_kl: 2.78287410736084 (2.190439134836197) | > loss_feat: 8.402030944824219 (7.205019116401672) | > loss_mel: 19.23941421508789 (19.175336360931396) | > loss_duration: 2.235502243041992 (2.2954195141792297) | > loss_1: 34.90760040283203 (33.29727649688721)  --> STEP: 5 | > loss_disc: 2.2333920001983643 (2.3275593757629394) | > loss_disc_real_0: 0.13977693021297455 (0.13525500148534775) | > loss_disc_real_1: 0.3265339136123657 (0.20327883958816528) | > loss_disc_real_2: 0.26040151715278625 (0.21184928715229034) | > loss_disc_real_3: 0.22847045958042145 (0.24273229539394378) | > loss_disc_real_4: 0.2361864149570465 (0.22624311447143555) | > loss_disc_real_5: 0.18381215631961823 (0.1912486732006073) | > loss_0: 2.2333920001983643 (2.3275593757629394) | > loss_gen: 2.8619766235351562 (2.517246150970459) | > loss_kl: 1.959473967552185 (2.1442461013793945) | > loss_feat: 5.752220153808594 (6.914459323883056) | > loss_mel: 18.459932327270508 (19.032255554199217) | > loss_duration: 2.2989509105682373 (2.296125793457031) | > loss_1: 31.33255386352539 (32.90433197021484)  --> STEP: 6 | > loss_disc: 2.45733380317688 (2.349188446998596) | > loss_disc_real_0: 0.09934277087450027 (0.12926962971687317) | > loss_disc_real_1: 0.2553250193595886 (0.2119532028834025) | > loss_disc_real_2: 0.19905543327331543 (0.20971697817246118) | > loss_disc_real_3: 0.23877018690109253 (0.24207194397846857) | > loss_disc_real_4: 0.3518279492855072 (0.24717392027378082) | > loss_disc_real_5: 0.2929781675338745 (0.2082035889228185) | > loss_0: 2.45733380317688 (2.349188446998596) | > loss_gen: 2.7298662662506104 (2.5526828368504844) | > loss_kl: 2.137329578399658 (2.1430933475494385) | > loss_feat: 5.867359638214111 (6.739942709604899) | > loss_mel: 20.685930252075195 (19.307868003845215) | > loss_duration: 2.115691661834717 (2.2660534381866455) | > loss_1: 33.53617858886719 (33.009639739990234)  --> STEP: 7 | > loss_disc: 2.562424659729004 (2.37965076310294) | > loss_disc_real_0: 0.13600721955299377 (0.1302321425506047) | > loss_disc_real_1: 0.2240983098745346 (0.21368821816784994) | > loss_disc_real_2: 0.2422364205121994 (0.2143626127924238) | > loss_disc_real_3: 0.2603089511394501 (0.24467723071575165) | > loss_disc_real_4: 0.3020121455192566 (0.25500795245170593) | > loss_disc_real_5: 0.3502621054649353 (0.22849766271454947) | > loss_0: 2.562424659729004 (2.37965076310294) | > loss_gen: 2.471972703933716 (2.5411528178623746) | > loss_kl: 3.082077980041504 (2.2772340093340193) | > loss_feat: 6.9168901443481445 (6.76522091456822) | > loss_mel: 19.1043758392334 (19.278797694614955) | > loss_duration: 2.520390748977661 (2.3023873397282193) | > loss_1: 34.095706939697266 (33.16479219709124)  --> STEP: 8 | > loss_disc: 2.0192174911499023 (2.3345966041088104) | > loss_disc_real_0: 0.1796264350414276 (0.13640642911195755) | > loss_disc_real_1: 0.10877854377031326 (0.20057450886815786) | > loss_disc_real_2: 0.1392173320055008 (0.20496945269405842) | > loss_disc_real_3: 0.17920789122581482 (0.23649356327950954) | > loss_disc_real_4: 0.14256973564624786 (0.24095317535102367) | > loss_disc_real_5: 0.10817333310842514 (0.21345712151378393) | > loss_0: 2.0192174911499023 (2.3345966041088104) | > loss_gen: 2.529088020324707 (2.539644718170166) | > loss_kl: 2.441072463989258 (2.297713816165924) | > loss_feat: 12.042463302612305 (7.4248762130737305) | > loss_mel: 19.586416244506836 (19.31725001335144) | > loss_duration: 2.1987485885620117 (2.2894324958324432) | > loss_1: 38.79779052734375 (33.8689169883728)  --> STEP: 9 | > loss_disc: 2.158217191696167 (2.314998891618517) | > loss_disc_real_0: 0.10711707919836044 (0.13315205689933565) | > loss_disc_real_1: 0.1553289294242859 (0.1955472222632832) | > loss_disc_real_2: 0.15935638546943665 (0.19990133411354488) | > loss_disc_real_3: 0.22650733590126038 (0.23538398245970407) | > loss_disc_real_4: 0.15093176066875458 (0.23095079594188267) | > loss_disc_real_5: 0.14052461087703705 (0.20535350922081205) | > loss_0: 2.158217191696167 (2.314998891618517) | > loss_gen: 2.57720947265625 (2.543818579779731) | > loss_kl: 2.4005675315856934 (2.3091420067681208) | > loss_feat: 9.371560096740723 (7.641174422370063) | > loss_mel: 21.538555145263672 (19.564061694675022) | > loss_duration: 2.1333670616149902 (2.272091892030504) | > loss_1: 38.02125930786133 (34.330288357204864)  --> STEP: 10 | > loss_disc: 2.1032395362854004 (2.2938229560852053) | > loss_disc_real_0: 0.10378393530845642 (0.13021524474024773) | > loss_disc_real_1: 0.26143863797187805 (0.20213636383414268) | > loss_disc_real_2: 0.23349471390247345 (0.20326067209243776) | > loss_disc_real_3: 0.26125386357307434 (0.2379709705710411) | > loss_disc_real_4: 0.23398761451244354 (0.23125447779893876) | > loss_disc_real_5: 0.1596045047044754 (0.20077860876917838) | > loss_0: 2.1032395362854004 (2.2938229560852053) | > loss_gen: 3.0090270042419434 (2.590339422225952) | > loss_kl: 2.2217845916748047 (2.300406265258789) | > loss_feat: 7.251974105834961 (7.602254390716553) | > loss_mel: 20.203298568725586 (19.627985382080077) | > loss_duration: 2.2237257957458496 (2.2672552824020387) | > loss_1: 34.90980911254883 (34.38824043273926)  --> STEP: 11 | > loss_disc: 2.3809618949890137 (2.301744677803733) | > loss_disc_real_0: 0.193441241979599 (0.13596306267109784) | > loss_disc_real_1: 0.19271810352802277 (0.20128015835176816) | > loss_disc_real_2: 0.21616031229496002 (0.2044333666563034) | > loss_disc_real_3: 0.19196787476539612 (0.2337888709523461) | > loss_disc_real_4: 0.19678105413913727 (0.22812053019350226) | > loss_disc_real_5: 0.1394105702638626 (0.19519969617778604) | > loss_0: 2.3809618949890137 (2.301744677803733) | > loss_gen: 2.6030538082122803 (2.5914952754974365) | > loss_kl: 2.4249026775360107 (2.3117241209203545) | > loss_feat: 9.039230346679688 (7.732888568531383) | > loss_mel: 17.73662757873535 (19.456043763594195) | > loss_duration: 2.4438304901123047 (2.283307574012063) | > loss_1: 34.247642517089844 (34.37545880404386)  --> STEP: 12 | > loss_disc: 2.222973108291626 (2.2951803803443904) | > loss_disc_real_0: 0.1680941879749298 (0.13864065644641718) | > loss_disc_real_1: 0.17032310366630554 (0.19870040379464626) | > loss_disc_real_2: 0.22448603808879852 (0.20610442260901132) | > loss_disc_real_3: 0.1714976727962494 (0.22859793777267137) | > loss_disc_real_4: 0.22517359256744385 (0.22787495205799738) | > loss_disc_real_5: 0.18736521899700165 (0.19454682307938734) | > loss_0: 2.222973108291626 (2.2951803803443904) | > loss_gen: 2.648665428161621 (2.5962594548861184) | > loss_kl: 2.7218523025512695 (2.3459014693895974) | > loss_feat: 6.415059566497803 (7.6230694850285845) | > loss_mel: 18.287353515625 (19.35865290959676) | > loss_duration: 2.249508857727051 (2.2804910143216452) | > loss_1: 32.32243728637695 (34.20437367757162)  --> STEP: 13 | > loss_disc: 2.577308416366577 (2.3168825369614816) | > loss_disc_real_0: 0.22103473544120789 (0.14497866252293953) | > loss_disc_real_1: 0.26370659470558167 (0.20370088001856437) | > loss_disc_real_2: 0.19210980832576752 (0.20502791381799257) | > loss_disc_real_3: 0.26701098680496216 (0.2315527876982322) | > loss_disc_real_4: 0.26621153950691223 (0.23082392032329851) | > loss_disc_real_5: 0.2911597192287445 (0.2019785843216456) | > loss_0: 2.577308416366577 (2.3168825369614816) | > loss_gen: 2.5542874336242676 (2.5930308378659763) | > loss_kl: 2.2773361206054688 (2.3406272117908182) | > loss_feat: 6.980908393859863 (7.573672478015606) | > loss_mel: 19.6676082611084 (19.382418705866886) | > loss_duration: 2.1372079849243164 (2.269469242829543) | > loss_1: 33.617347717285156 (34.159217834472656)  --> STEP: 14 | > loss_disc: 2.5499277114868164 (2.3335286208561485) | > loss_disc_real_0: 0.17848888039588928 (0.14737224951386452) | > loss_disc_real_1: 0.14202503859996796 (0.1992954627743789) | > loss_disc_real_2: 0.2170221358537674 (0.20588464396340506) | > loss_disc_real_3: 0.25615790486335754 (0.23331029606716974) | > loss_disc_real_4: 0.2648480534553528 (0.2332542155470167) | > loss_disc_real_5: 0.32015615701675415 (0.21041983951415336) | > loss_0: 2.5499277114868164 (2.3335286208561485) | > loss_gen: 2.5955862998962402 (2.593213370868138) | > loss_kl: 3.4738478660583496 (2.4215715442384993) | > loss_feat: 5.982132911682129 (7.459991080420358) | > loss_mel: 20.584001541137695 (19.468246051243373) | > loss_duration: 2.3571767807006836 (2.2757340669631962) | > loss_1: 34.99274444580078 (34.218755449567524)  --> STEP: 15 | > loss_disc: 2.3969316482543945 (2.3377554893493646) | > loss_disc_real_0: 0.06529179215431213 (0.1419002190232277) | > loss_disc_real_1: 0.2000330090522766 (0.19934463252623877) | > loss_disc_real_2: 0.22521793842315674 (0.20717353026072186) | > loss_disc_real_3: 0.1730213761329651 (0.22929103473822277) | > loss_disc_real_4: 0.12020847201347351 (0.2257178326447805) | > loss_disc_real_5: 0.10064184665679932 (0.2031013066569964) | > loss_0: 2.3969316482543945 (2.3377554893493646) | > loss_gen: 2.0281124114990234 (2.5555399735768636) | > loss_kl: 3.001697301864624 (2.4602465947469074) | > loss_feat: 10.797203063964844 (7.682471879323324) | > loss_mel: 18.57295036315918 (19.40855967203776) | > loss_duration: 2.271974563598633 (2.275483433405559) | > loss_1: 36.67193603515625 (34.382300821940106)  --> STEP: 16 | > loss_disc: 2.1245579719543457 (2.324430644512176) | > loss_disc_real_0: 0.15568970143795013 (0.14276206167414784) | > loss_disc_real_1: 0.13771547377109528 (0.1954928101040423) | > loss_disc_real_2: 0.13312381505966187 (0.2025454230606556) | > loss_disc_real_3: 0.17447876930236816 (0.22586526814848185) | > loss_disc_real_4: 0.1931196004152298 (0.22368044313043356) | > loss_disc_real_5: 0.16786040365695953 (0.2008987502194941) | > loss_0: 2.1245579719543457 (2.324430644512176) | > loss_gen: 2.6410884857177734 (2.5608867555856705) | > loss_kl: 2.7952229976654053 (2.4811826199293137) | > loss_feat: 8.438156127929688 (7.729702144861221) | > loss_mel: 18.751848220825195 (19.367515206336975) | > loss_duration: 2.3286449909210205 (2.278806030750275) | > loss_1: 34.954959869384766 (34.418092012405396)  --> STEP: 17 | > loss_disc: 2.326892852783203 (2.324575480292825) | > loss_disc_real_0: 0.12921065092086792 (0.14196491986513138) | > loss_disc_real_1: 0.25409412384033203 (0.19893994620617697) | > loss_disc_real_2: 0.19872741401195526 (0.20232083429308498) | > loss_disc_real_3: 0.2465895116329193 (0.22708434129462524) | > loss_disc_real_4: 0.22471241652965546 (0.22374114744803486) | > loss_disc_real_5: 0.22968082129955292 (0.20259181322420344) | > loss_0: 2.326892852783203 (2.324575480292825) | > loss_gen: 2.4522922039031982 (2.5544988407808193) | > loss_kl: 2.0868661403656006 (2.457987532896154) | > loss_feat: 6.0804853439331055 (7.6326893918654495) | > loss_mel: 18.05561637878418 (19.290344687069165) | > loss_duration: 2.397981643676758 (2.2858163609224214) | > loss_1: 31.0732421875 (34.221336140352136)  --> STEP: 18 | > loss_disc: 2.0275845527648926 (2.308075984319051) | > loss_disc_real_0: 0.14227205514907837 (0.14198198293646178) | > loss_disc_real_1: 0.17751948535442352 (0.1977499206033018) | > loss_disc_real_2: 0.1513201892375946 (0.1994874651233355) | > loss_disc_real_3: 0.1310701221227646 (0.22175021800729963) | > loss_disc_real_4: 0.13622461259365082 (0.2188791177339024) | > loss_disc_real_5: 0.11099585890769958 (0.19750314909550878) | > loss_0: 2.0275845527648926 (2.308075984319051) | > loss_gen: 2.625340700149536 (2.558434499634637) | > loss_kl: 2.286344051361084 (2.4484517839219837) | > loss_feat: 11.591580390930176 (7.852627780702379) | > loss_mel: 20.974475860595703 (19.383907530042862) | > loss_duration: 2.2422690391540527 (2.2833970652686233) | > loss_1: 39.720008850097656 (34.52681795756022)  --> STEP: 19 | > loss_disc: 2.2321572303771973 (2.3040802604273742) | > loss_disc_real_0: 0.1081366091966629 (0.14020064747647235) | > loss_disc_real_1: 0.10317201912403107 (0.19277213631491913) | > loss_disc_real_2: 0.13879911601543427 (0.19629334148607755) | > loss_disc_real_3: 0.19824250042438507 (0.22051296971346201) | > loss_disc_real_4: 0.18079498410224915 (0.21687468964802592) | > loss_disc_real_5: 0.15695933997631073 (0.19536926440502467) | > loss_0: 2.2321572303771973 (2.3040802604273742) | > loss_gen: 2.0950610637664795 (2.5340464240626286) | > loss_kl: 1.939959168434143 (2.4216890146857812) | > loss_feat: 7.788801193237305 (7.84926848662527) | > loss_mel: 19.126462936401367 (19.370357814588044) | > loss_duration: 2.314838409423828 (2.2850518728557394) | > loss_1: 33.26512145996094 (34.460412878739206)  --> STEP: 20 | > loss_disc: 2.022786855697632 (2.290015590190887) | > loss_disc_real_0: 0.06607787311077118 (0.1364945087581873) | > loss_disc_real_1: 0.17985497415065765 (0.19212627820670605) | > loss_disc_real_2: 0.17155209183692932 (0.19505627900362016) | > loss_disc_real_3: 0.21747636795043945 (0.2203611396253109) | > loss_disc_real_4: 0.24443316459655762 (0.2182526133954525) | > loss_disc_real_5: 0.2587454617023468 (0.19853807426989079) | > loss_0: 2.022786855697632 (2.290015590190887) | > loss_gen: 2.7999496459960938 (2.5473415851593018) | > loss_kl: 1.7344629764556885 (2.387327712774277) | > loss_feat: 7.8391242027282715 (7.84876127243042) | > loss_mel: 20.035768508911133 (19.4036283493042) | > loss_duration: 2.305710792541504 (2.2860848188400276) | > loss_1: 34.71501541137695 (34.47314300537109)  --> STEP: 21 | > loss_disc: 2.6505496501922607 (2.3071838787623813) | > loss_disc_real_0: 0.24188828468322754 (0.14151325999271303) | > loss_disc_real_1: 0.3290303945541382 (0.19864552184229806) | > loss_disc_real_2: 0.2982170581817627 (0.19996869705972217) | > loss_disc_real_3: 0.2640071511268616 (0.22243952112538473) | > loss_disc_real_4: 0.28321024775505066 (0.22134583407924288) | > loss_disc_real_5: 0.2099570780992508 (0.19908183635700316) | > loss_0: 2.6505496501922607 (2.3071838787623813) | > loss_gen: 2.539355993270874 (2.5469613188789006) | > loss_kl: 2.0987374782562256 (2.3735853206543696) | > loss_feat: 5.363443374633789 (7.7304128011067705) | > loss_mel: 15.139626502990723 (19.20058064233689) | > loss_duration: 2.0968847274780273 (2.2770752906799325) | > loss_1: 27.238048553466797 (34.128614698137554)  --> STEP: 22 | > loss_disc: 1.9143595695495605 (2.2893282283436167) | > loss_disc_real_0: 0.10983113944530487 (0.14007316360419447) | > loss_disc_real_1: 0.15978480875492096 (0.1968791257928718) | > loss_disc_real_2: 0.18131963908672333 (0.19912101260640405) | > loss_disc_real_3: 0.14087256789207458 (0.21873193234205246) | > loss_disc_real_4: 0.16241882741451263 (0.2186673337763006) | > loss_disc_real_5: 0.16040222346782684 (0.19732367213476787) | > loss_0: 1.9143595695495605 (2.2893282283436167) | > loss_gen: 2.9490511417388916 (2.5652381290089004) | > loss_kl: 2.088233709335327 (2.3606147928671404) | > loss_feat: 11.382115364074707 (7.896399281241677) | > loss_mel: 19.401628494262695 (19.20971918106079) | > loss_duration: 2.1331000328063965 (2.2705309607765902) | > loss_1: 37.95412826538086 (34.3025016784668)  --> STEP: 23 | > loss_disc: 2.523805618286133 (2.2995228974715523) | > loss_disc_real_0: 0.11551031470298767 (0.13900521365196808) | > loss_disc_real_1: 0.21933193504810333 (0.19785533489092536) | > loss_disc_real_2: 0.25938481092453003 (0.20174117775067038) | > loss_disc_real_3: 0.244639053940773 (0.21985832893330118) | > loss_disc_real_4: 0.2777484953403473 (0.22123607993125916) | > loss_disc_real_5: 0.2707075774669647 (0.20051427671442862) | > loss_0: 2.523805618286133 (2.2995228974715523) | > loss_gen: 2.3154854774475098 (2.5543793180714487) | > loss_kl: 3.0096776485443115 (2.3888349170270176) | > loss_feat: 4.807791233062744 (7.762111974799114) | > loss_mel: 17.48046112060547 (19.134534047997516) | > loss_duration: 2.320098876953125 (2.2726860875668744) | > loss_1: 29.933513641357422 (34.112545676853344)  --> STEP: 24 | > loss_disc: 2.3122053146362305 (2.3000513315200806) | > loss_disc_real_0: 0.1465112566947937 (0.13931796544541916) | > loss_disc_real_1: 0.20161516964435577 (0.1980119946723183) | > loss_disc_real_2: 0.17514629662036896 (0.2006330577035745) | > loss_disc_real_3: 0.21312877535820007 (0.21957793086767197) | > loss_disc_real_4: 0.19738467037677765 (0.22024227119982243) | > loss_disc_real_5: 0.1798354983329773 (0.19965266094853482) | > loss_0: 2.3122053146362305 (2.3000513315200806) | > loss_gen: 2.3679802417755127 (2.5466126898924513) | > loss_kl: 2.395747184753418 (2.3891229281822843) | > loss_feat: 7.130020618438721 (7.735774834950765) | > loss_mel: 17.885025024414062 (19.082471172014873) | > loss_duration: 2.4700636863708496 (2.2809101541837067) | > loss_1: 32.248836517333984 (34.03489112854004)  --> STEP: 25 | > loss_disc: 2.4154887199401855 (2.3046688270568847) | > loss_disc_real_0: 0.25918686389923096 (0.14411272138357162) | > loss_disc_real_1: 0.23533111810684204 (0.19950475960969924) | > loss_disc_real_2: 0.26621171832084656 (0.2032562041282654) | > loss_disc_real_3: 0.2145872414112091 (0.21937830328941346) | > loss_disc_real_4: 0.1974671334028244 (0.2193312656879425) | > loss_disc_real_5: 0.21860560774803162 (0.20041077882051467) | > loss_0: 2.4154887199401855 (2.3046688270568847) | > loss_gen: 2.7997684478759766 (2.5567389202117923) | > loss_kl: 2.590832233428955 (2.397191300392151) | > loss_feat: 7.828047752380371 (7.739465751647949) | > loss_mel: 16.18328094482422 (18.966503562927247) | > loss_duration: 2.322010040283203 (2.282554149627687) | > loss_1: 31.723939895629883 (33.94245307922363)  --> STEP: 26 | > loss_disc: 2.679393768310547 (2.31908132479741) | > loss_disc_real_0: 0.16634570062160492 (0.14496783596964982) | > loss_disc_real_1: 0.23449818789958954 (0.20085066069777197) | > loss_disc_real_2: 0.13181951642036438 (0.20050863921642303) | > loss_disc_real_3: 0.22201965749263763 (0.2194798938356913) | > loss_disc_real_4: 0.2319425642490387 (0.21981631563260004) | > loss_disc_real_5: 0.20706427097320557 (0.20066668236484894) | > loss_0: 2.679393768310547 (2.31908132479741) | > loss_gen: 1.7638370990753174 (2.5262426963219275) | > loss_kl: 2.647838830947876 (2.4068315900289097) | > loss_feat: 5.409289836883545 (7.649843601080088) | > loss_mel: 14.153958320617676 (18.781405668992264) | > loss_duration: 2.312112808227539 (2.2836910211122965) | > loss_1: 26.287036895751953 (33.64801399524395) --> EVAL PERFORMANCE | > avg_loader_time: 0.002350669640761155 (-0.00012848927424504277) | > avg_loss_disc: 2.31908132479741 (-0.05725068312424941) | > avg_loss_disc_real_0: 0.14496783596964982 (+0.012209704002508759) | > avg_loss_disc_real_1: 0.20085066069777197 (+0.000741338214048981) | > avg_loss_disc_real_2: 0.20050863921642303 (-0.06593664391682696) | > avg_loss_disc_real_3: 0.2194798938356913 (-0.04127639130904123) | > avg_loss_disc_real_4: 0.21981631563260004 (-0.014203890584982365) | > avg_loss_disc_real_5: 0.20066668236484894 (-0.03469967297636545) | > avg_loss_0: 2.31908132479741 (-0.05725068312424941) | > avg_loss_gen: 2.5262426963219275 (-0.14575552940368652) | > avg_loss_kl: 2.4068315900289097 (-0.002390719377077577) | > avg_loss_feat: 7.649843601080088 (+0.31607092343843934) | > avg_loss_mel: 18.781405668992264 (-0.20749165461613828) | > avg_loss_duration: 2.2836910211122965 (-0.01223049714015012) | > avg_loss_1: 33.64801399524395 (-0.051798306978660946)  > EPOCH: 241/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:32:01)   --> TIME: 2024-06-11 01:32:09 -- STEP: 19/330 -- GLOBAL_STEP: 167550 | > loss_disc: 2.347644090652466 (2.30770216490093) | > loss_disc_real_0: 0.12212306261062622 (0.10549955971931156) | > loss_disc_real_1: 0.22654332220554352 (0.19759596805823476) | > loss_disc_real_2: 0.21745195984840393 (0.21259293273875587) | > loss_disc_real_3: 0.2201165109872818 (0.22897416274798543) | > loss_disc_real_4: 0.20559777319431305 (0.22147885984496066) | > loss_disc_real_5: 0.19887782633304596 (0.21700496108908401) | > loss_0: 2.347644090652466 (2.30770216490093) | > grad_norm_0: tensor(7.2581, device='cuda:0') (tensor(6.6932, device='cuda:0')) | > loss_gen: 2.541583776473999 (2.5551935999017013) | > loss_kl: 1.6962429285049438 (1.7405189024774652) | > loss_feat: 7.799661159515381 (7.259845281902113) | > loss_mel: 18.454660415649414 (19.336746818140934) | > loss_duration: 2.0616610050201416 (2.152264632676777) | > loss_1: 32.553810119628906 (33.0445691158897) | > grad_norm_1: tensor(97.6793, device='cuda:0') (tensor(67.5902, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3413 (0.34514801125777395) | > loader_time: 0.0031 (0.0030297229164525084)  --> TIME: 2024-06-11 01:32:18 -- STEP: 44/330 -- GLOBAL_STEP: 167575 | > loss_disc: 2.3889248371124268 (2.3000875494696875) | > loss_disc_real_0: 0.101788729429245 (0.10996793887831947) | > loss_disc_real_1: 0.222048819065094 (0.1982638050209392) | > loss_disc_real_2: 0.21347598731517792 (0.21174654906446283) | > loss_disc_real_3: 0.25960350036621094 (0.22639247944409197) | > loss_disc_real_4: 0.24918003380298615 (0.21977736326781186) | > loss_disc_real_5: 0.23663930594921112 (0.21192637119780888) | > loss_0: 2.3889248371124268 (2.3000875494696875) | > grad_norm_0: tensor(7.9957, device='cuda:0') (tensor(8.4572, device='cuda:0')) | > loss_gen: 2.5168302059173584 (2.546356889334592) | > loss_kl: 1.846737265586853 (1.7739701514894313) | > loss_feat: 7.409904956817627 (7.318293929100037) | > loss_mel: 19.06688690185547 (19.114821303974505) | > loss_duration: 1.9855082035064697 (2.0863808285106313) | > loss_1: 32.82586669921875 (32.8398231159557) | > grad_norm_1: tensor(59.0749, device='cuda:0') (tensor(116.6233, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3457 (0.3469002680345015) | > loader_time: 0.0034 (0.0032730265097184615)  --> TIME: 2024-06-11 01:32:27 -- STEP: 69/330 -- GLOBAL_STEP: 167600 | > loss_disc: 2.219756603240967 (2.2934118768443232) | > loss_disc_real_0: 0.12764185667037964 (0.10969084274509679) | > loss_disc_real_1: 0.17777998745441437 (0.19788789554782535) | > loss_disc_real_2: 0.21179865300655365 (0.21300329095211581) | > loss_disc_real_3: 0.21599219739437103 (0.22475758475669916) | > loss_disc_real_4: 0.24554969370365143 (0.21971089943595554) | > loss_disc_real_5: 0.22048284113407135 (0.21108675542948901) | > loss_0: 2.219756603240967 (2.2934118768443232) | > grad_norm_0: tensor(10.3027, device='cuda:0') (tensor(10.8763, device='cuda:0')) | > loss_gen: 2.800935983657837 (2.5554464623547988) | > loss_kl: 1.7574498653411865 (1.7743797008542046) | > loss_feat: 7.822208881378174 (7.347060680389404) | > loss_mel: 17.7630672454834 (19.057695112366613) | > loss_duration: 1.975752592086792 (2.0664325900699794) | > loss_1: 32.119415283203125 (32.80101452703061) | > grad_norm_1: tensor(150.1923, device='cuda:0') (tensor(132.4369, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3605 (0.3483007990795633) | > loader_time: 0.0036 (0.003368370774863423)  --> TIME: 2024-06-11 01:32:36 -- STEP: 94/330 -- GLOBAL_STEP: 167625 | > loss_disc: 2.3199002742767334 (2.2929884626510297) | > loss_disc_real_0: 0.1358964592218399 (0.11147458494660702) | > loss_disc_real_1: 0.18028663098812103 (0.19905092218454848) | > loss_disc_real_2: 0.19058606028556824 (0.21238460724658154) | > loss_disc_real_3: 0.22396142780780792 (0.22531496226153475) | > loss_disc_real_4: 0.24082916975021362 (0.21937698775783498) | > loss_disc_real_5: 0.22644658386707306 (0.20899037731454728) | > loss_0: 2.3199002742767334 (2.2929884626510297) | > grad_norm_0: tensor(6.6728, device='cuda:0') (tensor(10.5638, device='cuda:0')) | > loss_gen: 2.6022205352783203 (2.5672549973142917) | > loss_kl: 2.011610507965088 (1.7923753058656733) | > loss_feat: 7.478697776794434 (7.412230588020162) | > loss_mel: 19.97529411315918 (19.043827726485883) | > loss_duration: 2.054922342300415 (2.058244405908788) | > loss_1: 34.12274932861328 (32.87393289931278) | > grad_norm_1: tensor(155.7951, device='cuda:0') (tensor(127.2941, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3532 (0.34966845208025993) | > loader_time: 0.0038 (0.0034706567196135826)  --> TIME: 2024-06-11 01:32:45 -- STEP: 119/330 -- GLOBAL_STEP: 167650 | > loss_disc: 2.334956645965576 (2.287137636617452) | > loss_disc_real_0: 0.09841665625572205 (0.1112111118160376) | > loss_disc_real_1: 0.16984716057777405 (0.19791264969761632) | > loss_disc_real_2: 0.251477986574173 (0.2135075537346992) | > loss_disc_real_3: 0.23768910765647888 (0.22439616956129796) | > loss_disc_real_4: 0.26597312092781067 (0.21808273576888718) | > loss_disc_real_5: 0.23199591040611267 (0.20895369764135666) | > loss_0: 2.334956645965576 (2.287137636617452) | > grad_norm_0: tensor(4.8802, device='cuda:0') (tensor(11.1638, device='cuda:0')) | > loss_gen: 2.7078099250793457 (2.5717033979271644) | > loss_kl: 1.7691866159439087 (1.7939449007771595) | > loss_feat: 8.239221572875977 (7.452007393877046) | > loss_mel: 18.980623245239258 (19.057212076267273) | > loss_duration: 2.0378146171569824 (2.0561115180744856) | > loss_1: 33.734657287597656 (32.93097919175605) | > grad_norm_1: tensor(224.6212, device='cuda:0') (tensor(138.9198, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3664 (0.35096183344095694) | > loader_time: 0.0039 (0.0035588961689412093)  --> TIME: 2024-06-11 01:32:54 -- STEP: 144/330 -- GLOBAL_STEP: 167675 | > loss_disc: 2.26971697807312 (2.291656956076622) | > loss_disc_real_0: 0.08725637197494507 (0.11174482681478064) | > loss_disc_real_1: 0.15937547385692596 (0.1984859270354112) | > loss_disc_real_2: 0.195662260055542 (0.21327407689144215) | > loss_disc_real_3: 0.2594444453716278 (0.22394448477360937) | > loss_disc_real_4: 0.23475971817970276 (0.2189107821840379) | > loss_disc_real_5: 0.1948111355304718 (0.2097403555073672) | > loss_0: 2.26971697807312 (2.291656956076622) | > grad_norm_0: tensor(13.8843, device='cuda:0') (tensor(11.1430, device='cuda:0')) | > loss_gen: 2.7432479858398438 (2.5694305052359905) | > loss_kl: 1.7514861822128296 (1.7900894160072012) | > loss_feat: 8.18728256225586 (7.467683606677586) | > loss_mel: 20.065343856811523 (19.037917309337193) | > loss_duration: 2.036832571029663 (2.058119451006254) | > loss_1: 34.7841911315918 (32.92324017153848) | > grad_norm_1: tensor(285.0160, device='cuda:0') (tensor(145.6416, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3709 (0.3531370047065947) | > loader_time: 0.0046 (0.0037145879533555773)  --> TIME: 2024-06-11 01:33:03 -- STEP: 169/330 -- GLOBAL_STEP: 167700 | > loss_disc: 2.4277520179748535 (2.296344823385837) | > loss_disc_real_0: 0.09192867577075958 (0.11257014207586029) | > loss_disc_real_1: 0.21818329393863678 (0.19832756965470738) | > loss_disc_real_2: 0.16727721691131592 (0.21361694771509904) | > loss_disc_real_3: 0.21334479749202728 (0.22428004831604703) | > loss_disc_real_4: 0.2054278552532196 (0.2193233755213269) | > loss_disc_real_5: 0.23198004066944122 (0.2113432540343358) | > loss_0: 2.4277520179748535 (2.296344823385837) | > grad_norm_0: tensor(9.5204, device='cuda:0') (tensor(11.5647, device='cuda:0')) | > loss_gen: 2.4162492752075195 (2.566858269053804) | > loss_kl: 1.747989535331726 (1.784548221960576) | > loss_feat: 7.457924842834473 (7.463338425878942) | > loss_mel: 18.52059555053711 (19.01762342735155) | > loss_duration: 2.0887794494628906 (2.0608598367702338) | > loss_1: 32.231536865234375 (32.89322809072643) | > grad_norm_1: tensor(201.6795, device='cuda:0') (tensor(154.3985, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3812 (0.3559986388189552) | > loader_time: 0.0052 (0.0038249520860480133)  --> TIME: 2024-06-11 01:33:13 -- STEP: 194/330 -- GLOBAL_STEP: 167725 | > loss_disc: 2.2109932899475098 (2.2992690359194254) | > loss_disc_real_0: 0.15252453088760376 (0.11344401768802367) | > loss_disc_real_1: 0.18146197497844696 (0.1989612520201919) | > loss_disc_real_2: 0.21992188692092896 (0.21413333744732374) | > loss_disc_real_3: 0.21421734988689423 (0.2242056636005333) | > loss_disc_real_4: 0.1765756905078888 (0.21929254006479204) | > loss_disc_real_5: 0.18791307508945465 (0.21118854762045378) | > loss_0: 2.2109932899475098 (2.2992690359194254) | > grad_norm_0: tensor(15.6535, device='cuda:0') (tensor(12.2511, device='cuda:0')) | > loss_gen: 2.620159149169922 (2.5629169043806415) | > loss_kl: 1.8686233758926392 (1.7807386505235105) | > loss_feat: 7.298495769500732 (7.44904276021977) | > loss_mel: 18.331417083740234 (18.98913731525854) | > loss_duration: 2.0704169273376465 (2.066730962586158) | > loss_1: 32.189109802246094 (32.84856650755579) | > grad_norm_1: tensor(294.5731, device='cuda:0') (tensor(162.8275, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.3931 (0.35932155736942883) | > loader_time: 0.0055 (0.003989786216893146)  --> TIME: 2024-06-11 01:33:24 -- STEP: 219/330 -- GLOBAL_STEP: 167750 | > loss_disc: 2.383835554122925 (2.2997616654661694) | > loss_disc_real_0: 0.09105439484119415 (0.11371683793729298) | > loss_disc_real_1: 0.23628273606300354 (0.1999153872467067) | > loss_disc_real_2: 0.22305527329444885 (0.2143131957206552) | > loss_disc_real_3: 0.1955478936433792 (0.22394198757600567) | > loss_disc_real_4: 0.17445868253707886 (0.21845891432130718) | > loss_disc_real_5: 0.2118430733680725 (0.21134931822073513) | > loss_0: 2.383835554122925 (2.2997616654661694) | > grad_norm_0: tensor(8.2823, device='cuda:0') (tensor(14.5155, device='cuda:0')) | > loss_gen: 2.49829363822937 (2.5718897227282937) | > loss_kl: 1.997443675994873 (1.7801538977993137) | > loss_feat: 7.580511569976807 (7.4774240032178625) | > loss_mel: 19.263818740844727 (18.944359339535513) | > loss_duration: 2.126138687133789 (2.072695696190613) | > loss_1: 33.46620559692383 (32.84652264912924) | > grad_norm_1: tensor(554.8597, device='cuda:0') (tensor(180.0153, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.4237 (0.36459113909229296) | > loader_time: 0.007 (0.004175977619815632)  --> TIME: 2024-06-11 01:33:34 -- STEP: 244/330 -- GLOBAL_STEP: 167775 | > loss_disc: 2.7404253482818604 (2.2984415732446264) | > loss_disc_real_0: 0.06906967610120773 (0.11233171173295037) | > loss_disc_real_1: 0.23598499596118927 (0.1997772601784253) | > loss_disc_real_2: 0.23424865305423737 (0.214861911339838) | > loss_disc_real_3: 0.2084396779537201 (0.22396585125415053) | > loss_disc_real_4: 0.23111504316329956 (0.21677188196631728) | > loss_disc_real_5: 0.17927473783493042 (0.21169511674613248) | > loss_0: 2.7404253482818604 (2.2984415732446264) | > grad_norm_0: tensor(46.0596, device='cuda:0') (tensor(16.9807, device='cuda:0')) | > loss_gen: 2.4106788635253906 (2.5915395851995124) | > loss_kl: 1.7718064785003662 (1.7797761442231352) | > loss_feat: 6.842119216918945 (7.514211662480088) | > loss_mel: 18.07730484008789 (18.912046690456208) | > loss_duration: 2.074767589569092 (2.0802660281540932) | > loss_1: 31.176677703857422 (32.877840120284276) | > grad_norm_1: tensor(344.7675, device='cuda:0') (tensor(193.1591, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.4424 (0.37058061361312866) | > loader_time: 0.0061 (0.004355841972788823)  --> TIME: 2024-06-11 01:33:46 -- STEP: 269/330 -- GLOBAL_STEP: 167800 | > loss_disc: 2.3436968326568604 (2.3090045709149103) | > loss_disc_real_0: 0.1083708330988884 (0.11381239751457724) | > loss_disc_real_1: 0.23608797788619995 (0.2002512918418225) | > loss_disc_real_2: 0.2539134621620178 (0.2151365723862524) | > loss_disc_real_3: 0.21949897706508636 (0.22412433300762816) | > loss_disc_real_4: 0.2001928985118866 (0.22087877168974468) | > loss_disc_real_5: 0.17137062549591064 (0.2121755243677189) | > loss_0: 2.3436968326568604 (2.3090045709149103) | > grad_norm_0: tensor(37.0344, device='cuda:0') (tensor(18.1938, device='cuda:0')) | > loss_gen: 2.3683884143829346 (2.5838928196066817) | > loss_kl: 1.7433029413223267 (1.7858642561285027) | > loss_feat: 7.248388767242432 (7.495391528402562) | > loss_mel: 17.951574325561523 (18.86499333293022) | > loss_duration: 2.171304941177368 (2.0870913634956123) | > loss_1: 31.482959747314453 (32.81723332316458) | > grad_norm_1: tensor(478.5357, device='cuda:0') (tensor(203.0979, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.4348 (0.37707054304810705) | > loader_time: 0.0071 (0.004533689704526309)  --> TIME: 2024-06-11 01:33:57 -- STEP: 294/330 -- GLOBAL_STEP: 167825 | > loss_disc: 2.3406403064727783 (2.311329845668507) | > loss_disc_real_0: 0.0864446610212326 (0.11472478394909781) | > loss_disc_real_1: 0.17363213002681732 (0.20063894743822064) | > loss_disc_real_2: 0.22687116265296936 (0.21498150145318232) | > loss_disc_real_3: 0.22682690620422363 (0.22425039315304787) | > loss_disc_real_4: 0.22413690388202667 (0.22164473221415565) | > loss_disc_real_5: 0.2106873244047165 (0.21231987519937304) | > loss_0: 2.3406403064727783 (2.311329845668507) | > grad_norm_0: tensor(30.9065, device='cuda:0') (tensor(18.3186, device='cuda:0')) | > loss_gen: 2.5241754055023193 (2.578449179526089) | > loss_kl: 1.893937587738037 (1.7926104032263463) | > loss_feat: 7.8319993019104 (7.496178760009558) | > loss_mel: 19.06545066833496 (18.829260767722623) | > loss_duration: 2.2350337505340576 (2.096042386528588) | > loss_1: 33.55059814453125 (32.79254156878206) | > grad_norm_1: tensor(300.0441, device='cuda:0') (tensor(206.6266, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.4537 (0.38350879902742335) | > loader_time: 0.0067 (0.004702722945180876)  --> TIME: 2024-06-11 01:34:10 -- STEP: 319/330 -- GLOBAL_STEP: 167850 | > loss_disc: 2.4246788024902344 (2.31341902290392) | > loss_disc_real_0: 0.14165543019771576 (0.11565625861427253) | > loss_disc_real_1: 0.266789048910141 (0.20125238116258373) | > loss_disc_real_2: 0.24467621743679047 (0.21526815356879397) | > loss_disc_real_3: 0.21600040793418884 (0.22439347529859752) | > loss_disc_real_4: 0.22333753108978271 (0.2217714984121741) | > loss_disc_real_5: 0.23318420350551605 (0.21245545933612836) | > loss_0: 2.4246788024902344 (2.31341902290392) | > grad_norm_0: tensor(27.4614, device='cuda:0') (tensor(19.0047, device='cuda:0')) | > loss_gen: 2.3184897899627686 (2.575311265395352) | > loss_kl: 1.92491614818573 (1.79716161687546) | > loss_feat: 8.328750610351562 (7.51696632349379) | > loss_mel: 17.712417602539062 (18.808595035517115) | > loss_duration: 2.286708116531372 (2.109058706737986) | > loss_1: 32.57128143310547 (32.80709300743751) | > grad_norm_1: tensor(174.4928, device='cuda:0') (tensor(213.6052, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.5424 (0.3932368284482566) | > loader_time: 0.0091 (0.004911472057474068)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3716371059417725 (2.3716371059417725) | > loss_disc_real_0: 0.10297461599111557 (0.10297461599111557) | > loss_disc_real_1: 0.23734381794929504 (0.23734381794929504) | > loss_disc_real_2: 0.27315330505371094 (0.27315330505371094) | > loss_disc_real_3: 0.2532765567302704 (0.2532765567302704) | > loss_disc_real_4: 0.24065348505973816 (0.24065348505973816) | > loss_disc_real_5: 0.2224375158548355 (0.2224375158548355) | > loss_0: 2.3716371059417725 (2.3716371059417725) | > loss_gen: 2.393019437789917 (2.393019437789917) | > loss_kl: 2.6351943016052246 (2.6351943016052246) | > loss_feat: 5.887113094329834 (5.887113094329834) | > loss_mel: 15.230496406555176 (15.230496406555176) | > loss_duration: 2.990684986114502 (2.990684986114502) | > loss_1: 29.136507034301758 (29.136507034301758)  --> STEP: 1 | > loss_disc: 1.9064769744873047 (1.9064769744873047) | > loss_disc_real_0: 0.03621603175997734 (0.03621603175997734) | > loss_disc_real_1: 0.13920527696609497 (0.13920527696609497) | > loss_disc_real_2: 0.18931666016578674 (0.18931666016578674) | > loss_disc_real_3: 0.18668398261070251 (0.18668398261070251) | > loss_disc_real_4: 0.23529428243637085 (0.23529428243637085) | > loss_disc_real_5: 0.18686829507350922 (0.18686829507350922) | > loss_0: 1.9064769744873047 (1.9064769744873047) | > loss_gen: 2.755462408065796 (2.755462408065796) | > loss_kl: 1.7094188928604126 (1.7094188928604126) | > loss_feat: 8.04509449005127 (8.04509449005127) | > loss_mel: 19.89605712890625 (19.89605712890625) | > loss_duration: 2.39912748336792 (2.39912748336792) | > loss_1: 34.80516052246094 (34.80516052246094)  --> STEP: 2 | > loss_disc: 2.3861887454986572 (2.146332859992981) | > loss_disc_real_0: 0.06318773329257965 (0.049701882526278496) | > loss_disc_real_1: 0.18089373409748077 (0.16004950553178787) | > loss_disc_real_2: 0.36346450448036194 (0.27639058232307434) | > loss_disc_real_3: 0.26585403084754944 (0.22626900672912598) | > loss_disc_real_4: 0.3911326825618744 (0.3132134824991226) | > loss_disc_real_5: 0.367952436208725 (0.2774103656411171) | > loss_0: 2.3861887454986572 (2.146332859992981) | > loss_gen: 2.9639015197753906 (2.8596819639205933) | > loss_kl: 2.5847151279449463 (2.1470670104026794) | > loss_feat: 6.124485492706299 (7.084789991378784) | > loss_mel: 20.38910484313965 (20.14258098602295) | > loss_duration: 2.5273139476776123 (2.463220715522766) | > loss_1: 34.58951950073242 (34.69734001159668)  --> STEP: 3 | > loss_disc: 2.2866342067718506 (2.1930999755859375) | > loss_disc_real_0: 0.06647009402513504 (0.055291286359230675) | > loss_disc_real_1: 0.1264622062444687 (0.1488537391026815) | > loss_disc_real_2: 0.21853302419185638 (0.25710472961266834) | > loss_disc_real_3: 0.25849029421806335 (0.2370094358921051) | > loss_disc_real_4: 0.2849447429180145 (0.3037905693054199) | > loss_disc_real_5: 0.32734817266464233 (0.2940563013156255) | > loss_0: 2.2866342067718506 (2.1930999755859375) | > loss_gen: 2.438633680343628 (2.719332536061605) | > loss_kl: 2.212815284729004 (2.1689831018447876) | > loss_feat: 7.3044352531433105 (7.158005078633626) | > loss_mel: 18.152633666992188 (19.479265213012695) | > loss_duration: 2.2161645889282227 (2.380868673324585) | > loss_1: 32.32468032836914 (33.906453450520836)  --> STEP: 4 | > loss_disc: 2.295675277709961 (2.2187438011169434) | > loss_disc_real_0: 0.13737085461616516 (0.0758111784234643) | > loss_disc_real_1: 0.16668163239955902 (0.15331071242690086) | > loss_disc_real_2: 0.18184730410575867 (0.23829037323594093) | > loss_disc_real_3: 0.36792197823524475 (0.26973757147789) | > loss_disc_real_4: 0.25999096035957336 (0.2928406670689583) | > loss_disc_real_5: 0.25205737352371216 (0.28355656936764717) | > loss_0: 2.295675277709961 (2.2187438011169434) | > loss_gen: 2.772171974182129 (2.732542395591736) | > loss_kl: 2.959061861038208 (2.3665027916431427) | > loss_feat: 6.752264976501465 (7.056570053100586) | > loss_mel: 18.23227310180664 (19.16751718521118) | > loss_duration: 2.292189359664917 (2.358698844909668) | > loss_1: 33.00796127319336 (33.681830406188965)  --> STEP: 5 | > loss_disc: 2.035663604736328 (2.18212776184082) | > loss_disc_real_0: 0.08256447315216064 (0.07716183736920357) | > loss_disc_real_1: 0.15649117529392242 (0.15394680500030516) | > loss_disc_real_2: 0.17889580130577087 (0.22641145884990693) | > loss_disc_real_3: 0.20450033247470856 (0.25669012367725375) | > loss_disc_real_4: 0.20208123326301575 (0.2746887803077698) | > loss_disc_real_5: 0.15335826575756073 (0.25751690864562987) | > loss_0: 2.035663604736328 (2.18212776184082) | > loss_gen: 2.3250951766967773 (2.651052951812744) | > loss_kl: 2.323403835296631 (2.3578830003738402) | > loss_feat: 7.190542221069336 (7.083364486694336) | > loss_mel: 20.515283584594727 (19.437070465087892) | > loss_duration: 2.3678219318389893 (2.3605234622955322) | > loss_1: 34.722145080566406 (33.88989334106445)  --> STEP: 6 | > loss_disc: 2.1732282638549805 (2.1806445121765137) | > loss_disc_real_0: 0.11145137250423431 (0.08287675989170869) | > loss_disc_real_1: 0.23239053785800934 (0.1670207604765892) | > loss_disc_real_2: 0.22891291975975037 (0.2268283690015475) | > loss_disc_real_3: 0.2684771716594696 (0.2586546316742897) | > loss_disc_real_4: 0.22876492142677307 (0.26703480382760364) | > loss_disc_real_5: 0.18471023440361023 (0.24538246293862662) | > loss_0: 2.1732282638549805 (2.1806445121765137) | > loss_gen: 2.8015012741088867 (2.6761276721954346) | > loss_kl: 2.603353977203369 (2.3987948298454285) | > loss_feat: 6.558074951171875 (6.995816230773926) | > loss_mel: 17.832090377807617 (19.16957378387451) | > loss_duration: 2.1633830070495605 (2.327666719754537) | > loss_1: 31.958404541015625 (33.56797854105631)  --> STEP: 7 | > loss_disc: 2.3483614921569824 (2.204604080745152) | > loss_disc_real_0: 0.10721185058355331 (0.08635320141911507) | > loss_disc_real_1: 0.17929556965827942 (0.16877430464540208) | > loss_disc_real_2: 0.23656445741653442 (0.22821923877511704) | > loss_disc_real_3: 0.24778832495212555 (0.257102302142552) | > loss_disc_real_4: 0.2640231251716614 (0.2666045640196119) | > loss_disc_real_5: 0.24142393469810486 (0.24481695890426636) | > loss_0: 2.3483614921569824 (2.204604080745152) | > loss_gen: 2.33841609954834 (2.627883161817278) | > loss_kl: 3.041374683380127 (2.4905919517789568) | > loss_feat: 6.448827266693115 (6.9176749501909525) | > loss_mel: 20.239208221435547 (19.322378703526088) | > loss_duration: 2.4900290966033936 (2.3508613450186595) | > loss_1: 34.55785369873047 (33.70938927786691)  --> STEP: 8 | > loss_disc: 2.2479748725891113 (2.210025429725647) | > loss_disc_real_0: 0.07558298110961914 (0.08500692388042808) | > loss_disc_real_1: 0.11336684972047806 (0.1618483727797866) | > loss_disc_real_2: 0.20240144431591034 (0.22499201446771622) | > loss_disc_real_3: 0.2227579951286316 (0.2528092637658119) | > loss_disc_real_4: 0.22134439647197723 (0.26094704307615757) | > loss_disc_real_5: 0.2529509365558624 (0.24583370611071587) | > loss_0: 2.2479748725891113 (2.210025429725647) | > loss_gen: 2.4573192596435547 (2.6065626740455627) | > loss_kl: 2.68049955368042 (2.5143304020166397) | > loss_feat: 11.147571563720703 (7.446412026882172) | > loss_mel: 18.93877410888672 (19.274428129196167) | > loss_duration: 2.1883904933929443 (2.330552488565445) | > loss_1: 37.41255569458008 (34.172285079956055)  --> STEP: 9 | > loss_disc: 2.396946907043457 (2.230794482760959) | > loss_disc_real_0: 0.16492941975593567 (0.09388720119992892) | > loss_disc_real_1: 0.1375177800655365 (0.15914497358931434) | > loss_disc_real_2: 0.17296092212200165 (0.21921078198485905) | > loss_disc_real_3: 0.21534857153892517 (0.24864696462949118) | > loss_disc_real_4: 0.23278504610061646 (0.25781793230109745) | > loss_disc_real_5: 0.3061882555484772 (0.252539767159356) | > loss_0: 2.396946907043457 (2.230794482760959) | > loss_gen: 2.405033826828003 (2.5841705799102783) | > loss_kl: 2.3608665466308594 (2.4972788625293307) | > loss_feat: 7.943813800811768 (7.501678890652126) | > loss_mel: 20.364078521728516 (19.395500395033096) | > loss_duration: 2.114759683609009 (2.306575510236952) | > loss_1: 35.18855285644531 (34.28520372178819)  --> STEP: 10 | > loss_disc: 2.1522459983825684 (2.22293963432312) | > loss_disc_real_0: 0.15547271072864532 (0.10004575215280057) | > loss_disc_real_1: 0.20895828306674957 (0.16412630453705787) | > loss_disc_real_2: 0.19154463708400726 (0.21644416749477385) | > loss_disc_real_3: 0.2561802864074707 (0.24940029680728912) | > loss_disc_real_4: 0.23095685243606567 (0.25513182431459425) | > loss_disc_real_5: 0.1929684281349182 (0.24658263325691224) | > loss_0: 2.1522459983825684 (2.22293963432312) | > loss_gen: 2.684516668319702 (2.5942051887512205) | > loss_kl: 1.7548909187316895 (2.4230400681495667) | > loss_feat: 8.570444107055664 (7.60855541229248) | > loss_mel: 19.319046020507812 (19.387854957580565) | > loss_duration: 2.3598101139068604 (2.311898970603943) | > loss_1: 34.68870544433594 (34.32555389404297)  --> STEP: 11 | > loss_disc: 2.641256093978882 (2.260968403382735) | > loss_disc_real_0: 0.13610605895519257 (0.10332396186210892) | > loss_disc_real_1: 0.2560666799545288 (0.17248452048410068) | > loss_disc_real_2: 0.22372977435588837 (0.21710649539123883) | > loss_disc_real_3: 0.2918647825717926 (0.2532607046040622) | > loss_disc_real_4: 0.2818984091281891 (0.25756515020673926) | > loss_disc_real_5: 0.3186258375644684 (0.25313201546669006) | > loss_0: 2.641256093978882 (2.260968403382735) | > loss_gen: 2.106264591217041 (2.54984695261175) | > loss_kl: 2.8521335124969482 (2.462048563090238) | > loss_feat: 3.450650691986084 (7.230564074082808) | > loss_mel: 13.6358060836792 (18.86494142358953) | > loss_duration: 2.410261869430542 (2.3208410523154517) | > loss_1: 24.455116271972656 (33.428241382945664)  --> STEP: 12 | > loss_disc: 2.3428711891174316 (2.2677936355272927) | > loss_disc_real_0: 0.09105123579502106 (0.1023012346898516) | > loss_disc_real_1: 0.26870283484458923 (0.18050271334747472) | > loss_disc_real_2: 0.21099266409873962 (0.21659700945019722) | > loss_disc_real_3: 0.24389848113059998 (0.252480519314607) | > loss_disc_real_4: 0.2315051257610321 (0.25539348150293034) | > loss_disc_real_5: 0.21938149631023407 (0.2503194722036521) | > loss_0: 2.3428711891174316 (2.2677936355272927) | > loss_gen: 2.4040207862854004 (2.537694772084554) | > loss_kl: 2.4271416664123535 (2.459139655033747) | > loss_feat: 6.146045684814453 (7.140187541643779) | > loss_mel: 17.113691329956055 (18.71900391578674) | > loss_duration: 2.2600016593933105 (2.315771102905273) | > loss_1: 30.350900650024414 (33.17179632186889)  --> STEP: 13 | > loss_disc: 2.3523685932159424 (2.2742994015033426) | > loss_disc_real_0: 0.1457771211862564 (0.10564553365111351) | > loss_disc_real_1: 0.23524610698223114 (0.18471374362707138) | > loss_disc_real_2: 0.1928849071264267 (0.21477300157913795) | > loss_disc_real_3: 0.20909163355827332 (0.24914291271796596) | > loss_disc_real_4: 0.22592517733573914 (0.25312668887468487) | > loss_disc_real_5: 0.20441338419914246 (0.24678823466484362) | > loss_0: 2.3523685932159424 (2.2742994015033426) | > loss_gen: 2.320392608642578 (2.5209792210505557) | > loss_kl: 2.3504817485809326 (2.450781354537377) | > loss_feat: 8.015935897827148 (7.20755279981173) | > loss_mel: 17.514053344726562 (18.626315410320572) | > loss_duration: 2.1873321533203125 (2.3058911837064295) | > loss_1: 32.3881950378418 (33.111519300020646)  --> STEP: 14 | > loss_disc: 2.521383047103882 (2.291948233331953) | > loss_disc_real_0: 0.15772730112075806 (0.10936565989894527) | > loss_disc_real_1: 0.14758028090000153 (0.18206135343228066) | > loss_disc_real_2: 0.2556139826774597 (0.21769021451473236) | > loss_disc_real_3: 0.30656230449676514 (0.25324429784502306) | > loss_disc_real_4: 0.3065831661224365 (0.2569450086780957) | > loss_disc_real_5: 0.30945536494255066 (0.25126445825610844) | > loss_0: 2.521383047103882 (2.291948233331953) | > loss_gen: 2.4275150299072266 (2.514303207397461) | > loss_kl: 2.31695556640625 (2.441222369670868) | > loss_feat: 5.125462532043457 (7.05883206639971) | > loss_mel: 19.74337387084961 (18.70610530035836) | > loss_duration: 2.3689370155334473 (2.3103944574083592) | > loss_1: 31.982242584228516 (33.030856677464065)  --> STEP: 15 | > loss_disc: 2.062349557876587 (2.2766416549682615) | > loss_disc_real_0: 0.0312301404774189 (0.1041566252708435) | > loss_disc_real_1: 0.164818674325943 (0.18091184149185816) | > loss_disc_real_2: 0.21490277349948883 (0.21750438511371611) | > loss_disc_real_3: 0.22410811483860016 (0.2513018856445949) | > loss_disc_real_4: 0.18679367005825043 (0.252268252770106) | > loss_disc_real_5: 0.17690011858940125 (0.24630683561166128) | > loss_0: 2.062349557876587 (2.2766416549682615) | > loss_gen: 2.291923999786377 (2.4994779268900555) | > loss_kl: 2.2842421531677246 (2.430757021903992) | > loss_feat: 6.953078269958496 (7.05178181330363) | > loss_mel: 20.063915252685547 (18.79662596384684) | > loss_duration: 2.290404796600342 (2.309061813354491) | > loss_1: 33.88356399536133 (33.087703831990545)  --> STEP: 16 | > loss_disc: 2.431419849395752 (2.28631529211998) | > loss_disc_real_0: 0.09217251092195511 (0.10340761812403798) | > loss_disc_real_1: 0.17122039198875427 (0.18030612589791417) | > loss_disc_real_2: 0.24130624532699585 (0.2189920013770461) | > loss_disc_real_3: 0.24089007079601288 (0.2506511472165585) | > loss_disc_real_4: 0.2733682692050934 (0.2535870037972927) | > loss_disc_real_5: 0.2338615208864212 (0.24552900344133377) | > loss_0: 2.431419849395752 (2.28631529211998) | > loss_gen: 2.2106614112854004 (2.4814268946647644) | > loss_kl: 2.228525400161743 (2.418117545545101) | > loss_feat: 6.51160192489624 (7.018020570278168) | > loss_mel: 18.756608963012695 (18.794124901294705) | > loss_duration: 2.3568029403686523 (2.3120456337928763) | > loss_1: 32.06420135498047 (33.023734927177415)  --> STEP: 17 | > loss_disc: 2.249835729598999 (2.2841694355010986) | > loss_disc_real_0: 0.1686376929283142 (0.10724468134781893) | > loss_disc_real_1: 0.1761457622051239 (0.18006139862186768) | > loss_disc_real_2: 0.2491893470287323 (0.2207683158271453) | > loss_disc_real_3: 0.24895845353603363 (0.25055157700005704) | > loss_disc_real_4: 0.2532675564289093 (0.2535682127756231) | > loss_disc_real_5: 0.2950844168663025 (0.24844402776044958) | > loss_0: 2.249835729598999 (2.2841694355010986) | > loss_gen: 2.7724173069000244 (2.4985439777374268) | > loss_kl: 1.7959791421890259 (2.3815211688770965) | > loss_feat: 6.669835567474365 (6.997539099525003) | > loss_mel: 17.962507247924805 (18.74520621580236) | > loss_duration: 2.3827223777770996 (2.31620308932136) | > loss_1: 31.58346176147461 (32.93901297625372)  --> STEP: 18 | > loss_disc: 2.0773136615753174 (2.2726774480607776) | > loss_disc_real_0: 0.08228643238544464 (0.10585811196102037) | > loss_disc_real_1: 0.1740473210811615 (0.17972728320293957) | > loss_disc_real_2: 0.19517841935157776 (0.219346654911836) | > loss_disc_real_3: 0.17130079865455627 (0.24614875598086255) | > loss_disc_real_4: 0.28939247131347656 (0.2555584493610594) | > loss_disc_real_5: 0.2593054473400116 (0.24904743995931414) | > loss_0: 2.0773136615753174 (2.2726774480607776) | > loss_gen: 2.8596885204315186 (2.518607563442654) | > loss_kl: 2.4849679470062256 (2.387268212106493) | > loss_feat: 8.825972557067871 (7.099118736055162) | > loss_mel: 19.941198348999023 (18.81165022320217) | > loss_duration: 2.2780492305755615 (2.314083430502149) | > loss_1: 36.38987731933594 (33.13072766198051)  --> STEP: 19 | > loss_disc: 2.345456123352051 (2.276507904655055) | > loss_disc_real_0: 0.1622321456670761 (0.10882516636660225) | > loss_disc_real_1: 0.23421983420848846 (0.1825953122032316) | > loss_disc_real_2: 0.20431426167488098 (0.2185554763204173) | > loss_disc_real_3: 0.16285282373428345 (0.24176475954683208) | > loss_disc_real_4: 0.22087465226650238 (0.2537329863560827) | > loss_disc_real_5: 0.20659326016902924 (0.24681300944403597) | > loss_0: 2.345456123352051 (2.276507904655055) | > loss_gen: 2.272167921066284 (2.505637055949161) | > loss_kl: 2.2247071266174316 (2.3787123655018054) | > loss_feat: 6.728152275085449 (7.079594185477809) | > loss_mel: 17.83311653137207 (18.760148449947955) | > loss_duration: 2.316387891769409 (2.314204717937268) | > loss_1: 31.374530792236328 (33.03829624778345)  --> STEP: 20 | > loss_disc: 2.1012418270111084 (2.2677446007728577) | > loss_disc_real_0: 0.08323988318443298 (0.10754590220749378) | > loss_disc_real_1: 0.2173209935426712 (0.1843315962702036) | > loss_disc_real_2: 0.22500763833522797 (0.21887808442115783) | > loss_disc_real_3: 0.255943238735199 (0.24247368350625043) | > loss_disc_real_4: 0.23045657575130463 (0.2525691658258438) | > loss_disc_real_5: 0.22354790568351746 (0.24564975425601004) | > loss_0: 2.1012418270111084 (2.2677446007728577) | > loss_gen: 2.7987027168273926 (2.5202903389930724) | > loss_kl: 1.999769687652588 (2.3597652316093445) | > loss_feat: 6.013432502746582 (7.026286101341247) | > loss_mel: 18.39003562927246 (18.741642808914182) | > loss_duration: 2.3412461280822754 (2.3155567884445185) | > loss_1: 31.54318618774414 (32.96354074478148)  --> STEP: 21 | > loss_disc: 2.378213405609131 (2.2730050200507756) | > loss_disc_real_0: 0.09677135199308395 (0.10703282838775999) | > loss_disc_real_1: 0.2378518432378769 (0.18688017945914043) | > loss_disc_real_2: 0.21207992732524872 (0.21855436265468597) | > loss_disc_real_3: 0.25850939750671387 (0.24323728893484392) | > loss_disc_real_4: 0.29650670289993286 (0.25466142949603854) | > loss_disc_real_5: 0.27045297622680664 (0.24683086006414323) | > loss_0: 2.378213405609131 (2.2730050200507756) | > loss_gen: 2.5322225093841553 (2.5208585375831243) | > loss_kl: 3.435802936553955 (2.4110051223209927) | > loss_feat: 5.6349029541015625 (6.960029760996501) | > loss_mel: 17.232723236083984 (18.669789495922267) | > loss_duration: 2.0934133529663086 (2.3049785296122227) | > loss_1: 30.929065704345703 (32.86666098095121)  --> STEP: 22 | > loss_disc: 2.2808966636657715 (2.2733637311241846) | > loss_disc_real_0: 0.14884459972381592 (0.10893336344848979) | > loss_disc_real_1: 0.21232904493808746 (0.18803694607181984) | > loss_disc_real_2: 0.1723242849111557 (0.2164529954845255) | > loss_disc_real_3: 0.23995870351791382 (0.24308826232498346) | > loss_disc_real_4: 0.2643323838710785 (0.25510101833126764) | > loss_disc_real_5: 0.32145702838897705 (0.25022295862436295) | > loss_0: 2.2808966636657715 (2.2733637311241846) | > loss_gen: 2.715482711791992 (2.529705090956255) | > loss_kl: 1.7090927362442017 (2.3791000138629568) | > loss_feat: 7.346212863922119 (6.977583538402211) | > loss_mel: 20.51056480407715 (18.753461100838397) | > loss_duration: 2.1872406005859375 (2.2996268055655733) | > loss_1: 34.46859359741211 (32.93947609988125)  --> STEP: 23 | > loss_disc: 2.654909372329712 (2.289952672046164) | > loss_disc_real_0: 0.16187964379787445 (0.11123537563759348) | > loss_disc_real_1: 0.15098585188388824 (0.1864260289332141) | > loss_disc_real_2: 0.25546520948410034 (0.21814917870189832) | > loss_disc_real_3: 0.35874950885772705 (0.24811701217423318) | > loss_disc_real_4: 0.3403858542442322 (0.25880905467530957) | > loss_disc_real_5: 0.3603448271751404 (0.2550108659526576) | > loss_0: 2.654909372329712 (2.289952672046164) | > loss_gen: 2.4448678493499756 (2.5260165152342426) | > loss_kl: 2.643073320388794 (2.3905771141466885) | > loss_feat: 6.589640140533447 (6.960716434147047) | > loss_mel: 16.829547882080078 (18.669812700022817) | > loss_duration: 2.3010547161102295 (2.2996888886327325) | > loss_1: 30.808183670043945 (32.846811211627454)  --> STEP: 24 | > loss_disc: 2.605849504470825 (2.3031150400638585) | > loss_disc_real_0: 0.13724873960018158 (0.11231926580270131) | > loss_disc_real_1: 0.25624459981918335 (0.18933513605346283) | > loss_disc_real_2: 0.24404869973659515 (0.21922832541167736) | > loss_disc_real_3: 0.3236689269542694 (0.25126500862340134) | > loss_disc_real_4: 0.32740160822868347 (0.26166707774003345) | > loss_disc_real_5: 0.3787355422973633 (0.26016606080035365) | > loss_0: 2.605849504470825 (2.3031150400638585) | > loss_gen: 2.650786876678467 (2.531215280294419) | > loss_kl: 1.9645999670028687 (2.372828066349029) | > loss_feat: 6.6251606941223145 (6.94673494497935) | > loss_mel: 18.587020874023438 (18.666363040606175) | > loss_duration: 2.407464027404785 (2.3041795194149013) | > loss_1: 32.23503112792969 (32.82132037480671)  --> STEP: 25 | > loss_disc: 2.6412465572357178 (2.316640300750733) | > loss_disc_real_0: 0.11027003824710846 (0.1122372967004776) | > loss_disc_real_1: 0.30873921513557434 (0.19411129921674727) | > loss_disc_real_2: 0.3055225908756256 (0.22268009603023528) | > loss_disc_real_3: 0.2380944788455963 (0.25073818743228915) | > loss_disc_real_4: 0.2986433506011963 (0.26314612865448) | > loss_disc_real_5: 0.31033769249916077 (0.26217292606830594) | > loss_0: 2.6412465572357178 (2.316640300750733) | > loss_gen: 2.292482852935791 (2.521665983200074) | > loss_kl: 2.141183376312256 (2.363562278747558) | > loss_feat: 5.625542640686035 (6.893887252807617) | > loss_mel: 19.10961151123047 (18.68409297943115) | > loss_duration: 2.334473133087158 (2.3053912639617913) | > loss_1: 31.503292083740234 (32.768599243164054)  --> STEP: 26 | > loss_disc: 2.1200125217437744 (2.3090776938658495) | > loss_disc_real_0: 0.1122187152504921 (0.11223658202932431) | > loss_disc_real_1: 0.14909663796424866 (0.19237996609165117) | > loss_disc_real_2: 0.19643515348434448 (0.22167067516308564) | > loss_disc_real_3: 0.21678030490875244 (0.24943211502753776) | > loss_disc_real_4: 0.19976487755775452 (0.2607083882276829) | > loss_disc_real_5: 0.21421635150909424 (0.2603284424314132) | > loss_0: 2.1200125217437744 (2.3090776938658495) | > loss_gen: 2.514353036880493 (2.521384716033936) | > loss_kl: 2.3074049949645996 (2.361402383217444) | > loss_feat: 10.932168006896973 (7.049205743349516) | > loss_mel: 21.63815689086914 (18.797710822178765) | > loss_duration: 2.260883331298828 (2.3036794203978315) | > loss_1: 39.65296936035156 (33.033382709209725) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024288801046518185 (+7.82104638906633e-05) | > avg_loss_disc: 2.3090776938658495 (-0.010003630931560537) | > avg_loss_disc_real_0: 0.11223658202932431 (-0.032731253940325514) | > avg_loss_disc_real_1: 0.19237996609165117 (-0.008470694606120793) | > avg_loss_disc_real_2: 0.22167067516308564 (+0.021162035946662605) | > avg_loss_disc_real_3: 0.24943211502753776 (+0.029952221191846456) | > avg_loss_disc_real_4: 0.2607083882276829 (+0.040892072595082846) | > avg_loss_disc_real_5: 0.2603284424314132 (+0.059661760066564234) | > avg_loss_0: 2.3090776938658495 (-0.010003630931560537) | > avg_loss_gen: 2.521384716033936 (-0.004857980287991559) | > avg_loss_kl: 2.361402383217444 (-0.04542920681146567) | > avg_loss_feat: 7.049205743349516 (-0.6006378577305718) | > avg_loss_mel: 18.797710822178765 (+0.01630515318650083) | > avg_loss_duration: 2.3036794203978315 (+0.019988399285534975) | > avg_loss_1: 33.033382709209725 (-0.6146312860342249)  > EPOCH: 242/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:34:37)   --> TIME: 2024-06-11 01:34:43 -- STEP: 14/330 -- GLOBAL_STEP: 167875 | > loss_disc: 2.4027576446533203 (2.322957328387669) | > loss_disc_real_0: 0.12531507015228271 (0.10050725085394722) | > loss_disc_real_1: 0.2392197549343109 (0.20530917069741658) | > loss_disc_real_2: 0.24938292801380157 (0.21614255969013488) | > loss_disc_real_3: 0.22166182100772858 (0.22807998742376054) | > loss_disc_real_4: 0.23760493099689484 (0.2220330387353897) | > loss_disc_real_5: 0.21777752041816711 (0.22142600587436131) | > loss_0: 2.4027576446533203 (2.322957328387669) | > grad_norm_0: tensor(45.4344, device='cuda:0') (tensor(14.8646, device='cuda:0')) | > loss_gen: 2.473759889602661 (2.5239277396883284) | > loss_kl: 1.6587380170822144 (1.8143364701952254) | > loss_feat: 6.935670375823975 (6.839955874851772) | > loss_mel: 18.382732391357422 (19.152505329677037) | > loss_duration: 2.094893217086792 (2.186806116785322) | > loss_1: 31.545793533325195 (32.51753139495849) | > grad_norm_1: tensor(240.4671, device='cuda:0') (tensor(138.9311, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.342 (0.35170728819710867) | > loader_time: 0.0029 (0.0029724325452532086)  --> TIME: 2024-06-11 01:34:52 -- STEP: 39/330 -- GLOBAL_STEP: 167900 | > loss_disc: 2.312285900115967 (2.293839625823192) | > loss_disc_real_0: 0.07173480093479156 (0.10480418457434727) | > loss_disc_real_1: 0.20132143795490265 (0.19852099892420647) | > loss_disc_real_2: 0.23279933631420135 (0.2132564183229055) | > loss_disc_real_3: 0.2078552395105362 (0.22451130052407584) | > loss_disc_real_4: 0.21772992610931396 (0.22270590831071901) | > loss_disc_real_5: 0.2147989422082901 (0.21582329387848193) | > loss_0: 2.312285900115967 (2.293839625823192) | > grad_norm_0: tensor(29.4036, device='cuda:0') (tensor(24.3119, device='cuda:0')) | > loss_gen: 2.3798136711120605 (2.571426202089359) | > loss_kl: 1.9913145303726196 (1.8382972173201733) | > loss_feat: 7.633118152618408 (7.177508134108323) | > loss_mel: 18.902685165405273 (18.99191401554987) | > loss_duration: 2.0715723037719727 (2.098206471174191) | > loss_1: 32.9785041809082 (32.67735226949056) | > grad_norm_1: tensor(331.7949, device='cuda:0') (tensor(245.2765, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3428 (0.34780834882687295) | > loader_time: 0.0032 (0.0031339266361334384)  --> TIME: 2024-06-11 01:35:01 -- STEP: 64/330 -- GLOBAL_STEP: 167925 | > loss_disc: 2.308443307876587 (2.298738293349742) | > loss_disc_real_0: 0.09615945816040039 (0.10582984029315412) | > loss_disc_real_1: 0.1854349821805954 (0.19821443688124418) | > loss_disc_real_2: 0.27881312370300293 (0.21577155240811408) | > loss_disc_real_3: 0.2242751121520996 (0.22477443469688296) | > loss_disc_real_4: 0.17868700623512268 (0.22025362099520862) | > loss_disc_real_5: 0.1859893500804901 (0.2166120472829789) | > loss_0: 2.308443307876587 (2.298738293349742) | > grad_norm_0: tensor(18.6290, device='cuda:0') (tensor(25.2219, device='cuda:0')) | > loss_gen: 2.539693593978882 (2.567269239574671) | > loss_kl: 2.0238640308380127 (1.828214893117547) | > loss_feat: 7.536034107208252 (7.252795368432999) | > loss_mel: 19.83421516418457 (19.02048453688621) | > loss_duration: 2.02847957611084 (2.071905320510268) | > loss_1: 33.96228790283203 (32.740669548511505) | > grad_norm_1: tensor(364.6091, device='cuda:0') (tensor(265.5024, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3486 (0.3486314043402672) | > loader_time: 0.0036 (0.0033010095357894897)  --> TIME: 2024-06-11 01:35:10 -- STEP: 89/330 -- GLOBAL_STEP: 167950 | > loss_disc: 2.4410641193389893 (2.301879976572615) | > loss_disc_real_0: 0.16804589331150055 (0.1079834420024679) | > loss_disc_real_1: 0.2303452491760254 (0.19728049987487578) | > loss_disc_real_2: 0.2501235604286194 (0.21573300810342425) | > loss_disc_real_3: 0.23277847468852997 (0.22542373383982797) | > loss_disc_real_4: 0.22846657037734985 (0.22150208926602696) | > loss_disc_real_5: 0.22802896797657013 (0.21680595734146205) | > loss_0: 2.4410641193389893 (2.301879976572615) | > grad_norm_0: tensor(26.9253, device='cuda:0') (tensor(22.8950, device='cuda:0')) | > loss_gen: 2.4462225437164307 (2.5643339291047513) | > loss_kl: 1.8157199621200562 (1.8104572537240018) | > loss_feat: 6.328930377960205 (7.289448004090384) | > loss_mel: 18.348005294799805 (18.928593367673034) | > loss_duration: 2.063283920288086 (2.060298754927817) | > loss_1: 31.00216293334961 (32.65313131353826) | > grad_norm_1: tensor(249.6850, device='cuda:0') (tensor(253.9752, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3507 (0.3504525757907482) | > loader_time: 0.0038 (0.0033990318855542817)  --> TIME: 2024-06-11 01:35:19 -- STEP: 114/330 -- GLOBAL_STEP: 167975 | > loss_disc: 2.237351179122925 (2.300857571133397) | > loss_disc_real_0: 0.10163351893424988 (0.10823905389559896) | > loss_disc_real_1: 0.16565003991127014 (0.19645855288233674) | > loss_disc_real_2: 0.19373470544815063 (0.21556659526469416) | > loss_disc_real_3: 0.24418842792510986 (0.2258116145405853) | > loss_disc_real_4: 0.2483597844839096 (0.22215974618468368) | > loss_disc_real_5: 0.2468288391828537 (0.2156775404225316) | > loss_0: 2.237351179122925 (2.300857571133397) | > grad_norm_0: tensor(18.1935, device='cuda:0') (tensor(21.6408, device='cuda:0')) | > loss_gen: 2.73801589012146 (2.560585302219056) | > loss_kl: 1.7924736738204956 (1.8095150736340306) | > loss_feat: 7.860066890716553 (7.304029343420999) | > loss_mel: 19.375028610229492 (18.939503719932155) | > loss_duration: 2.060415744781494 (2.057016548357512) | > loss_1: 33.82600021362305 (32.67064998024386) | > grad_norm_1: tensor(314.6555, device='cuda:0') (tensor(255.5436, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3625 (0.3529738752465499) | > loader_time: 0.0039 (0.0035068110415810033)  --> TIME: 2024-06-11 01:35:29 -- STEP: 139/330 -- GLOBAL_STEP: 168000 | > loss_disc: 2.3404181003570557 (2.302556236870856) | > loss_disc_real_0: 0.13534994423389435 (0.10894887154694084) | > loss_disc_real_1: 0.17813989520072937 (0.19679491039660338) | > loss_disc_real_2: 0.17963413894176483 (0.21522079804818406) | > loss_disc_real_3: 0.21775056421756744 (0.22620641123905455) | > loss_disc_real_4: 0.2096264511346817 (0.22223716223840234) | > loss_disc_real_5: 0.22157703340053558 (0.21596770771115803) | > loss_0: 2.3404181003570557 (2.302556236870856) | > grad_norm_0: tensor(32.1523, device='cuda:0') (tensor(21.4952, device='cuda:0')) | > loss_gen: 2.4669668674468994 (2.560079488822882) | > loss_kl: 1.6660267114639282 (1.8029239306346976) | > loss_feat: 6.962899684906006 (7.328004178383368) | > loss_mel: 18.831748962402344 (18.96549953488137) | > loss_duration: 2.11830472946167 (2.05987905769897) | > loss_1: 32.04594421386719 (32.71638615011309) | > grad_norm_1: tensor(114.1087, device='cuda:0') (tensor(258.8763, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3742 (0.3561470405660944) | > loader_time: 0.0039 (0.0036299811850348824) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_168000.pth  --> TIME: 2024-06-11 01:35:43 -- STEP: 164/330 -- GLOBAL_STEP: 168025 | > loss_disc: 2.334733247756958 (2.298410277541092) | > loss_disc_real_0: 0.11045140027999878 (0.10928753926986601) | > loss_disc_real_1: 0.1907845139503479 (0.19682160701330115) | > loss_disc_real_2: 0.24401028454303741 (0.21541118785375502) | > loss_disc_real_3: 0.2526627480983734 (0.22582466455131042) | > loss_disc_real_4: 0.2399754524230957 (0.2208467501147491) | > loss_disc_real_5: 0.2561853229999542 (0.21479133725529764) | > loss_0: 2.334733247756958 (2.298410277541092) | > grad_norm_0: tensor(7.5227, device='cuda:0') (tensor(22.5610, device='cuda:0')) | > loss_gen: 2.7897586822509766 (2.571713742686482) | > loss_kl: 1.7493902444839478 (1.7994091786989352) | > loss_feat: 7.448347091674805 (7.357291878723517) | > loss_mel: 18.161632537841797 (18.951278849345883) | > loss_duration: 2.138456106185913 (2.0611245952001434) | > loss_1: 32.2875862121582 (32.740818163243695) | > grad_norm_1: tensor(417.5490, device='cuda:0') (tensor(264.4462, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3799 (0.3603338991723408) | > loader_time: 0.0043 (0.0037458757074867806)  --> TIME: 2024-06-11 01:35:53 -- STEP: 189/330 -- GLOBAL_STEP: 168050 | > loss_disc: 2.3152108192443848 (2.2967297160436244) | > loss_disc_real_0: 0.07333013415336609 (0.11051374171224851) | > loss_disc_real_1: 0.1934250146150589 (0.19670102891152497) | > loss_disc_real_2: 0.2266225963830948 (0.2151120310580289) | > loss_disc_real_3: 0.24438397586345673 (0.22553673189468484) | > loss_disc_real_4: 0.21728891134262085 (0.22054815773295347) | > loss_disc_real_5: 0.2137967199087143 (0.21434862052322065) | > loss_0: 2.3152108192443848 (2.2967297160436244) | > grad_norm_0: tensor(33.9987, device='cuda:0') (tensor(24.6442, device='cuda:0')) | > loss_gen: 2.5783181190490723 (2.5795387427012137) | > loss_kl: 1.9799262285232544 (1.798534255179148) | > loss_feat: 7.724738597869873 (7.381601785225843) | > loss_mel: 18.433534622192383 (18.92262243846106) | > loss_duration: 2.1352171897888184 (2.0667755944388273) | > loss_1: 32.85173416137695 (32.7490727964532) | > grad_norm_1: tensor(426.2029, device='cuda:0') (tensor(278.8755, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.3876 (0.3637340157120315) | > loader_time: 0.005 (0.0038839055116845185)  --> TIME: 2024-06-11 01:36:03 -- STEP: 214/330 -- GLOBAL_STEP: 168075 | > loss_disc: 2.4668819904327393 (2.3004821416373575) | > loss_disc_real_0: 0.13566267490386963 (0.11203329101483399) | > loss_disc_real_1: 0.2612784504890442 (0.1975313178568243) | > loss_disc_real_2: 0.22558709979057312 (0.2148211478629959) | > loss_disc_real_3: 0.227687805891037 (0.2256790665544082) | > loss_disc_real_4: 0.22130553424358368 (0.22087005672053756) | > loss_disc_real_5: 0.23845508694648743 (0.21446315394105198) | > loss_0: 2.4668819904327393 (2.3004821416373575) | > grad_norm_0: tensor(20.1668, device='cuda:0') (tensor(24.7305, device='cuda:0')) | > loss_gen: 2.316678524017334 (2.579903656077163) | > loss_kl: 1.6694495677947998 (1.7983521930525237) | > loss_feat: 5.948565483093262 (7.394995232608831) | > loss_mel: 17.906923294067383 (18.89816494522808) | > loss_duration: 2.164212226867676 (2.0729996344753534) | > loss_1: 30.005828857421875 (32.74441563080401) | > grad_norm_1: tensor(89.6489, device='cuda:0') (tensor(285.2141, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.395 (0.36789728993567344) | > loader_time: 0.0057 (0.004043367421515636)  --> TIME: 2024-06-11 01:36:14 -- STEP: 239/330 -- GLOBAL_STEP: 168100 | > loss_disc: 2.1979660987854004 (2.303324986701232) | > loss_disc_real_0: 0.12034976482391357 (0.11315250063166958) | > loss_disc_real_1: 0.2041471004486084 (0.19747634980219678) | > loss_disc_real_2: 0.21399936079978943 (0.21485931996770483) | > loss_disc_real_3: 0.21657304465770721 (0.2253217131647605) | > loss_disc_real_4: 0.21225187182426453 (0.22097680808111214) | > loss_disc_real_5: 0.191722571849823 (0.2141606055168926) | > loss_0: 2.1979660987854004 (2.303324986701232) | > grad_norm_0: tensor(7.6242, device='cuda:0') (tensor(24.0036, device='cuda:0')) | > loss_gen: 2.6325244903564453 (2.5719656674931746) | > loss_kl: 1.8360553979873657 (1.7984791904313793) | > loss_feat: 7.9893317222595215 (7.37894576164469) | > loss_mel: 19.181074142456055 (18.856868696013255) | > loss_duration: 2.1013312339782715 (2.0801208338478148) | > loss_1: 33.740318298339844 (32.686380130975294) | > grad_norm_1: tensor(214.0557, device='cuda:0') (tensor(273.1275, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.4062 (0.37194692938896395) | > loader_time: 0.0052 (0.004190265384179281)  --> TIME: 2024-06-11 01:36:24 -- STEP: 264/330 -- GLOBAL_STEP: 168125 | > loss_disc: 2.417130708694458 (2.3060184337876066) | > loss_disc_real_0: 0.1201789379119873 (0.1138161105583563) | > loss_disc_real_1: 0.2297038435935974 (0.19749721969393166) | > loss_disc_real_2: 0.2245940864086151 (0.2149040045386011) | > loss_disc_real_3: 0.22391556203365326 (0.225738305429166) | > loss_disc_real_4: 0.2324647158384323 (0.2214637738511418) | > loss_disc_real_5: 0.23857881128787994 (0.21458112945159277) | > loss_0: 2.417130708694458 (2.3060184337876066) | > grad_norm_0: tensor(44.3956, device='cuda:0') (tensor(23.7733, device='cuda:0')) | > loss_gen: 2.520630121231079 (2.5672727227211007) | > loss_kl: 1.8211880922317505 (1.8002762677091542) | > loss_feat: 7.5483012199401855 (7.378006824941346) | > loss_mel: 18.50792121887207 (18.81449997063839) | > loss_duration: 2.193295955657959 (2.086658923914941) | > loss_1: 32.59133529663086 (32.64671468734739) | > grad_norm_1: tensor(514.6418, device='cuda:0') (tensor(273.8071, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.4273 (0.3769750206759481) | > loader_time: 0.0064 (0.004349636309074634)  --> TIME: 2024-06-11 01:36:36 -- STEP: 289/330 -- GLOBAL_STEP: 168150 | > loss_disc: 2.2915754318237305 (2.3069930695332457) | > loss_disc_real_0: 0.11281999945640564 (0.1141782620322333) | > loss_disc_real_1: 0.23561692237854004 (0.1983444203967454) | > loss_disc_real_2: 0.22232483327388763 (0.21480428414567523) | > loss_disc_real_3: 0.25974753499031067 (0.22604057311392986) | > loss_disc_real_4: 0.22936531901359558 (0.2213658349118018) | > loss_disc_real_5: 0.22851501405239105 (0.21432225911468777) | > loss_0: 2.2915754318237305 (2.3069930695332457) | > grad_norm_0: tensor(20.0592, device='cuda:0') (tensor(25.0419, device='cuda:0')) | > loss_gen: 2.7196638584136963 (2.5692737993484567) | > loss_kl: 1.768033742904663 (1.8011348713640523) | > loss_feat: 7.548924922943115 (7.39338405899523) | > loss_mel: 17.857248306274414 (18.767051010395836) | > loss_duration: 2.2292675971984863 (2.0950648314400144) | > loss_1: 32.123138427734375 (32.62590852493231) | > grad_norm_1: tensor(519.7213, device='cuda:0') (tensor(283.7137, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.453 (0.38288047404437736) | > loader_time: 0.0072 (0.004523532200849593)  --> TIME: 2024-06-11 01:36:48 -- STEP: 314/330 -- GLOBAL_STEP: 168175 | > loss_disc: 2.3111062049865723 (2.3056511552470513) | > loss_disc_real_0: 0.10639263689517975 (0.11423563292831372) | > loss_disc_real_1: 0.2102530300617218 (0.19845843851376488) | > loss_disc_real_2: 0.2128169685602188 (0.21460020698749327) | > loss_disc_real_3: 0.22810953855514526 (0.22550598432303995) | > loss_disc_real_4: 0.18474572896957397 (0.22086395014812993) | > loss_disc_real_5: 0.2002028375864029 (0.21386057603511077) | > loss_0: 2.3111062049865723 (2.3056511552470513) | > grad_norm_0: tensor(14.9240, device='cuda:0') (tensor(26.0812, device='cuda:0')) | > loss_gen: 2.69462251663208 (2.572809204174456) | > loss_kl: 1.7775264978408813 (1.8006743819090971) | > loss_feat: 7.3874592781066895 (7.426071039430655) | > loss_mel: 18.304828643798828 (18.72903480651273) | > loss_duration: 2.2741897106170654 (2.106768125941042) | > loss_1: 32.43862533569336 (32.63535749228895) | > grad_norm_1: tensor(376.6209, device='cuda:0') (tensor(293.3084, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.5509 (0.39164531306856) | > loader_time: 0.0084 (0.004734808472311421)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1772265434265137 (2.1772265434265137) | > loss_disc_real_0: 0.08098788559436798 (0.08098788559436798) | > loss_disc_real_1: 0.19212967157363892 (0.19212967157363892) | > loss_disc_real_2: 0.22835874557495117 (0.22835874557495117) | > loss_disc_real_3: 0.24418728053569794 (0.24418728053569794) | > loss_disc_real_4: 0.2042103111743927 (0.2042103111743927) | > loss_disc_real_5: 0.2614881694316864 (0.2614881694316864) | > loss_0: 2.1772265434265137 (2.1772265434265137) | > loss_gen: 2.572117805480957 (2.572117805480957) | > loss_kl: 1.781684398651123 (1.781684398651123) | > loss_feat: 8.99535083770752 (8.99535083770752) | > loss_mel: 19.786949157714844 (19.786949157714844) | > loss_duration: 2.8329226970672607 (2.8329226970672607) | > loss_1: 35.969024658203125 (35.969024658203125)  --> STEP: 1 | > loss_disc: 2.291172742843628 (2.291172742843628) | > loss_disc_real_0: 0.08989810198545456 (0.08989810198545456) | > loss_disc_real_1: 0.2150019407272339 (0.2150019407272339) | > loss_disc_real_2: 0.15820616483688354 (0.15820616483688354) | > loss_disc_real_3: 0.2163487821817398 (0.2163487821817398) | > loss_disc_real_4: 0.2042820304632187 (0.2042820304632187) | > loss_disc_real_5: 0.20796886086463928 (0.20796886086463928) | > loss_0: 2.291172742843628 (2.291172742843628) | > loss_gen: 2.2470242977142334 (2.2470242977142334) | > loss_kl: 1.897168755531311 (1.897168755531311) | > loss_feat: 7.024289608001709 (7.024289608001709) | > loss_mel: 19.08717155456543 (19.08717155456543) | > loss_duration: 2.3150475025177 (2.3150475025177) | > loss_1: 32.570701599121094 (32.570701599121094)  --> STEP: 2 | > loss_disc: 2.2561111450195312 (2.2736419439315796) | > loss_disc_real_0: 0.12309733033180237 (0.10649771615862846) | > loss_disc_real_1: 0.21213513612747192 (0.2135685384273529) | > loss_disc_real_2: 0.2638634741306305 (0.21103481948375702) | > loss_disc_real_3: 0.26249411702156067 (0.23942144960165024) | > loss_disc_real_4: 0.24591366946697235 (0.22509784996509552) | > loss_disc_real_5: 0.27043047547340393 (0.2391996681690216) | > loss_0: 2.2561111450195312 (2.2736419439315796) | > loss_gen: 2.736724376678467 (2.49187433719635) | > loss_kl: 2.518547534942627 (2.207858145236969) | > loss_feat: 5.570732116699219 (6.297510862350464) | > loss_mel: 17.979570388793945 (18.533370971679688) | > loss_duration: 2.460516929626465 (2.3877822160720825) | > loss_1: 31.266090393066406 (31.91839599609375)  --> STEP: 3 | > loss_disc: 1.867868423461914 (2.1383841037750244) | > loss_disc_real_0: 0.04800569266080856 (0.08700037499268849) | > loss_disc_real_1: 0.09621502459049225 (0.1744507004817327) | > loss_disc_real_2: 0.11183369159698486 (0.17796777685483298) | > loss_disc_real_3: 0.20595580339431763 (0.22826623419920603) | > loss_disc_real_4: 0.28073203563690186 (0.2436425785223643) | > loss_disc_real_5: 0.24183303117752075 (0.24007745583852133) | > loss_0: 1.867868423461914 (2.1383841037750244) | > loss_gen: 2.9239633083343506 (2.63590399424235) | > loss_kl: 1.7252123355865479 (2.0469762086868286) | > loss_feat: 8.182222366333008 (6.9257480303446455) | > loss_mel: 20.566856384277344 (19.211199442545574) | > loss_duration: 2.241492748260498 (2.3390190601348877) | > loss_1: 35.639747619628906 (33.15884653727213)  --> STEP: 4 | > loss_disc: 2.0895893573760986 (2.126185417175293) | > loss_disc_real_0: 0.10408304631710052 (0.0912710428237915) | > loss_disc_real_1: 0.24554777145385742 (0.19222496822476387) | > loss_disc_real_2: 0.1946275383234024 (0.18213271722197533) | > loss_disc_real_3: 0.26623448729515076 (0.23775829747319221) | > loss_disc_real_4: 0.21667782962322235 (0.2369013912975788) | > loss_disc_real_5: 0.2225540280342102 (0.23569659888744354) | > loss_0: 2.0895893573760986 (2.126185417175293) | > loss_gen: 2.9053492546081543 (2.7032653093338013) | > loss_kl: 3.199430465698242 (2.335089772939682) | > loss_feat: 6.422431945800781 (6.799919009208679) | > loss_mel: 19.400440216064453 (19.258509635925293) | > loss_duration: 2.248368978500366 (2.3163565397262573) | > loss_1: 34.176021575927734 (33.413140296936035)  --> STEP: 5 | > loss_disc: 1.8386977910995483 (2.068687891960144) | > loss_disc_real_0: 0.12253968417644501 (0.0975247710943222) | > loss_disc_real_1: 0.20842263102531433 (0.19546450078487396) | > loss_disc_real_2: 0.25673192739486694 (0.19705255925655366) | > loss_disc_real_3: 0.17280474305152893 (0.22476758658885956) | > loss_disc_real_4: 0.12364672124385834 (0.21425045728683473) | > loss_disc_real_5: 0.14590758085250854 (0.21773879528045653) | > loss_0: 1.8386977910995483 (2.068687891960144) | > loss_gen: 3.068019390106201 (2.7762161254882813) | > loss_kl: 1.7698842287063599 (2.2220486640930175) | > loss_feat: 8.430432319641113 (7.126021671295166) | > loss_mel: 20.526430130004883 (19.51209373474121) | > loss_duration: 2.308685064315796 (2.314822244644165) | > loss_1: 36.103450775146484 (33.951202392578125)  --> STEP: 6 | > loss_disc: 2.2420220375061035 (2.097576916217804) | > loss_disc_real_0: 0.08784611523151398 (0.09591166178385417) | > loss_disc_real_1: 0.2763087749481201 (0.20893854647874832) | > loss_disc_real_2: 0.18093210458755493 (0.19436581681172052) | > loss_disc_real_3: 0.2816048562526703 (0.23424046486616135) | > loss_disc_real_4: 0.22246980667114258 (0.21562034885088602) | > loss_disc_real_5: 0.1999863237142563 (0.21478005001942316) | > loss_0: 2.2420220375061035 (2.097576916217804) | > loss_gen: 2.513730525970459 (2.732468525568644) | > loss_kl: 2.6863632202148438 (2.2994344234466553) | > loss_feat: 5.9745378494262695 (6.934107700983684) | > loss_mel: 21.3723201751709 (19.822131474812824) | > loss_duration: 2.1768932342529297 (2.291834076245626) | > loss_1: 34.723846435546875 (34.079976399739586)  --> STEP: 7 | > loss_disc: 2.1000115871429443 (2.0979247263499667) | > loss_disc_real_0: 0.0796130821108818 (0.09358329325914383) | > loss_disc_real_1: 0.2625059187412262 (0.21659102823053086) | > loss_disc_real_2: 0.24139663577079773 (0.20108450523444585) | > loss_disc_real_3: 0.18012741208076477 (0.22651002875396184) | > loss_disc_real_4: 0.1948954313993454 (0.2126596463578088) | > loss_disc_real_5: 0.21045011281967163 (0.21416148756231582) | > loss_0: 2.1000115871429443 (2.0979247263499667) | > loss_gen: 2.762993812561035 (2.7368292808532715) | > loss_kl: 3.409994125366211 (2.4580858094351634) | > loss_feat: 8.14106273651123 (7.10652984891619) | > loss_mel: 20.722827911376953 (19.950802394321986) | > loss_duration: 2.4665939807891846 (2.3167997768947055) | > loss_1: 37.50347137451172 (34.569047110421316)  --> STEP: 8 | > loss_disc: 2.322261095046997 (2.1259667724370956) | > loss_disc_real_0: 0.10186491161584854 (0.09461849555373192) | > loss_disc_real_1: 0.2040615975856781 (0.21502484939992428) | > loss_disc_real_2: 0.19612009823322296 (0.20046395435929298) | > loss_disc_real_3: 0.17858973145484924 (0.22051999159157276) | > loss_disc_real_4: 0.21954821050167084 (0.21352071687579155) | > loss_disc_real_5: 0.2635418474674225 (0.22033403255045414) | > loss_0: 2.322261095046997 (2.1259667724370956) | > loss_gen: 2.553551435470581 (2.713919550180435) | > loss_kl: 2.3435165882110596 (2.4437646567821503) | > loss_feat: 9.8285551071167 (7.446783006191254) | > loss_mel: 21.913501739501953 (20.196139812469482) | > loss_duration: 2.1732678413391113 (2.2988582849502563) | > loss_1: 38.8123893737793 (35.099464893341064)  --> STEP: 9 | > loss_disc: 2.5427045822143555 (2.172270973523458) | > loss_disc_real_0: 0.14465643465518951 (0.10017826656500499) | > loss_disc_real_1: 0.21493609249591827 (0.2150149875217014) | > loss_disc_real_2: 0.28551360964775085 (0.20991391605801052) | > loss_disc_real_3: 0.27109426259994507 (0.22613935503694746) | > loss_disc_real_4: 0.266802042722702 (0.21944086419211495) | > loss_disc_real_5: 0.2395096719264984 (0.2224646591477924) | > loss_0: 2.5427045822143555 (2.172270973523458) | > loss_gen: 2.469348669052124 (2.686745007832845) | > loss_kl: 2.1893882751464844 (2.415500614378187) | > loss_feat: 7.600373268127441 (7.46384859085083) | > loss_mel: 21.842805862426758 (20.37910270690918) | > loss_duration: 2.1265792846679688 (2.27971617380778) | > loss_1: 36.22849655151367 (35.224912855360245)  --> STEP: 10 | > loss_disc: 2.374434471130371 (2.192487323284149) | > loss_disc_real_0: 0.1812683790922165 (0.10828727781772614) | > loss_disc_real_1: 0.18232418596744537 (0.2117459073662758) | > loss_disc_real_2: 0.29910436272621155 (0.21883296072483063) | > loss_disc_real_3: 0.2612028419971466 (0.2296457037329674) | > loss_disc_real_4: 0.18168728053569794 (0.21566550582647323) | > loss_disc_real_5: 0.18185843527317047 (0.2184040367603302) | > loss_0: 2.374434471130371 (2.192487323284149) | > loss_gen: 2.577219009399414 (2.675792407989502) | > loss_kl: 2.2175779342651367 (2.3957083463668822) | > loss_feat: 7.557467937469482 (7.4732105255126955) | > loss_mel: 20.035072326660156 (20.344699668884278) | > loss_duration: 2.313918113708496 (2.2831363677978516) | > loss_1: 34.701255798339844 (35.1725471496582)  --> STEP: 11 | > loss_disc: 2.463311195373535 (2.2171076752922754) | > loss_disc_real_0: 0.13589328527450562 (0.11079691485925154) | > loss_disc_real_1: 0.17538264393806458 (0.20844015614552933) | > loss_disc_real_2: 0.26381778717041016 (0.2229224904017015) | > loss_disc_real_3: 0.2955881357192993 (0.23564047027717938) | > loss_disc_real_4: 0.3000858724117279 (0.22334008460695093) | > loss_disc_real_5: 0.29503539204597473 (0.2253705236044797) | > loss_0: 2.463311195373535 (2.2171076752922754) | > loss_gen: 2.5769872665405273 (2.6668101224032315) | > loss_kl: 2.3048007488250732 (2.387444019317627) | > loss_feat: 6.126645088195801 (7.350795485756614) | > loss_mel: 17.89238166809082 (20.121761668812145) | > loss_duration: 2.3718929290771484 (2.2912051460959693) | > loss_1: 31.272706985473633 (34.81801622564142)  --> STEP: 12 | > loss_disc: 2.231611967086792 (2.2183163662751517) | > loss_disc_real_0: 0.14535313844680786 (0.11367660015821457) | > loss_disc_real_1: 0.275900661945343 (0.21406186496218046) | > loss_disc_real_2: 0.1601397693157196 (0.21769059697786966) | > loss_disc_real_3: 0.19266217947006226 (0.23205894604325294) | > loss_disc_real_4: 0.20066972076892853 (0.22145088762044907) | > loss_disc_real_5: 0.2930861711502075 (0.23101349423329035) | > loss_0: 2.231611967086792 (2.2183163662751517) | > loss_gen: 2.74006724357605 (2.6729148825009665) | > loss_kl: 2.2490484714508057 (2.375911056995392) | > loss_feat: 6.53018045425415 (7.282410899798076) | > loss_mel: 15.464527130126953 (19.73365879058838) | > loss_duration: 2.2227394580841064 (2.2854996720949807) | > loss_1: 29.206562042236328 (34.350395043691)  --> STEP: 13 | > loss_disc: 2.2375969886779785 (2.219799491075369) | > loss_disc_real_0: 0.10685232281684875 (0.11315165574734028) | > loss_disc_real_1: 0.20500263571739197 (0.2133650011741198) | > loss_disc_real_2: 0.2255505621433258 (0.21829520968290475) | > loss_disc_real_3: 0.22552920877933502 (0.2315566585614131) | > loss_disc_real_4: 0.19665466248989105 (0.21954348568732923) | > loss_disc_real_5: 0.214769184589386 (0.22976393195299002) | > loss_0: 2.2375969886779785 (2.219799491075369) | > loss_gen: 2.3840579986572266 (2.650695122205294) | > loss_kl: 2.020972967147827 (2.3486081270071177) | > loss_feat: 6.533575057983398 (7.224808142735408) | > loss_mel: 17.779556274414062 (19.583343212421124) | > loss_duration: 2.2064027786254883 (2.2794152956742506) | > loss_1: 30.924564361572266 (34.08686960660494)  --> STEP: 14 | > loss_disc: 2.450962781906128 (2.2363111547061374) | > loss_disc_real_0: 0.14024510979652405 (0.11508690246513911) | > loss_disc_real_1: 0.16562753915786743 (0.2099551824586732) | > loss_disc_real_2: 0.31573522090911865 (0.22525521048477717) | > loss_disc_real_3: 0.31934264302253723 (0.23782708602292196) | > loss_disc_real_4: 0.29982078075408936 (0.2252775781920978) | > loss_disc_real_5: 0.2732205390930176 (0.23286797532013484) | > loss_0: 2.450962781906128 (2.2363111547061374) | > loss_gen: 2.5870440006256104 (2.646148613521031) | > loss_kl: 2.905789852142334 (2.388406821659633) | > loss_feat: 7.689319610595703 (7.257987533296857) | > loss_mel: 20.878009796142578 (19.675819396972656) | > loss_duration: 2.386061191558838 (2.287032859666007) | > loss_1: 36.44622802734375 (34.255395208086284)  --> STEP: 15 | > loss_disc: 2.262132167816162 (2.2380325555801392) | > loss_disc_real_0: 0.15168404579162598 (0.11752671202023825) | > loss_disc_real_1: 0.2856806218624115 (0.21500354508558908) | > loss_disc_real_2: 0.1649397760629654 (0.22123418152332305) | > loss_disc_real_3: 0.22831977903842926 (0.23719326555728912) | > loss_disc_real_4: 0.19378572702407837 (0.22317812144756316) | > loss_disc_real_5: 0.3032892346382141 (0.23756272594134012) | > loss_0: 2.262132167816162 (2.2380325555801392) | > loss_gen: 2.679641008377075 (2.6483814398447674) | > loss_kl: 3.3306424617767334 (2.451222531000773) | > loss_feat: 6.656870365142822 (7.217913055419922) | > loss_mel: 17.649883270263672 (19.54075698852539) | > loss_duration: 2.3098950386047363 (2.288557004928589) | > loss_1: 32.62693405151367 (34.14683113098145)  --> STEP: 16 | > loss_disc: 2.1482443809509277 (2.2324207946658134) | > loss_disc_real_0: 0.1506636142730713 (0.1195977684110403) | > loss_disc_real_1: 0.1484721601009369 (0.21084533352404833) | > loss_disc_real_2: 0.23132210969924927 (0.22186467703431845) | > loss_disc_real_3: 0.18100371956825256 (0.23368141893297434) | > loss_disc_real_4: 0.15030698478221893 (0.21862367540597916) | > loss_disc_real_5: 0.23954953253269196 (0.23768690135329962) | > loss_0: 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(7.421566233915441) | > loss_mel: 18.757535934448242 (19.443788528442383) | > loss_duration: 2.390512466430664 (2.295499324798584) | > loss_1: 32.56945037841797 (34.22993615094353)  --> STEP: 18 | > loss_disc: 2.4730305671691895 (2.2464884320894876) | > loss_disc_real_0: 0.15672710537910461 (0.12130781677034166) | > loss_disc_real_1: 0.21708860993385315 (0.21333668049838808) | > loss_disc_real_2: 0.2658231258392334 (0.22241918908225167) | > loss_disc_real_3: 0.18787184357643127 (0.23041656530565685) | > loss_disc_real_4: 0.18507952988147736 (0.21795625156826443) | > loss_disc_real_5: 0.2003083974123001 (0.23644473486476475) | > loss_0: 2.4730305671691895 (2.2464884320894876) | > loss_gen: 2.175241231918335 (2.616538577609592) | > loss_kl: 2.0833792686462402 (2.4075176583396063) | > loss_feat: 7.610999584197998 (7.432090308931139) | > loss_mel: 16.37499237060547 (19.273299853007) | > loss_duration: 2.2670698165893555 (2.293919907675849) | > loss_1: 30.511680603027344 (34.023366398281524)  --> STEP: 19 | > loss_disc: 2.7236948013305664 (2.2716045567863867) | > loss_disc_real_0: 0.22644653916358948 (0.12684143373840734) | > loss_disc_real_1: 0.2787834703922272 (0.2167812483875375) | > loss_disc_real_2: 0.3137335181236267 (0.22722520640021876) | > loss_disc_real_3: 0.25770652294158936 (0.23185287886544279) | > loss_disc_real_4: 0.3558828830718994 (0.2252155479631926) | > loss_disc_real_5: 0.36029940843582153 (0.24296340189482035) | > loss_0: 2.7236948013305664 (2.2716045567863867) | > loss_gen: 2.6011674404144287 (2.615729570388794) | > loss_kl: 1.7451151609420776 (2.3726543690028943) | > loss_feat: 6.29903507232666 (7.372455822794061) | > loss_mel: 19.637014389038086 (19.292442723324424) | > loss_duration: 2.30637264251709 (2.2945753147727563) | > loss_1: 32.58870315551758 (33.9478578065571)  --> STEP: 20 | > loss_disc: 2.3496041297912598 (2.2755045354366303) | > loss_disc_real_0: 0.21779945492744446 (0.1313893347978592) | > loss_disc_real_1: 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2.3832995891571045 (2.597228689627214) | > loss_kl: 2.1311841011047363 (2.373562455177307) | > loss_feat: 8.225975036621094 (7.357688687064431) | > loss_mel: 18.914264678955078 (19.269546942277387) | > loss_duration: 2.1431591510772705 (2.2788156487725) | > loss_1: 33.797882080078125 (33.876842412081636)  --> STEP: 23 | > loss_disc: 2.3628616333007812 (2.294538658598195) | > loss_disc_real_0: 0.06079001724720001 (0.12797858209713645) | > loss_disc_real_1: 0.231873020529747 (0.21523525339105856) | > loss_disc_real_2: 0.2957506775856018 (0.23208534911922787) | > loss_disc_real_3: 0.3002452850341797 (0.2378785331612048) | > loss_disc_real_4: 0.24167612195014954 (0.22796875821507495) | > loss_disc_real_5: 0.24440187215805054 (0.24358953989070395) | > loss_0: 2.3628616333007812 (2.294538658598195) | > loss_gen: 2.4231009483337402 (2.589657918266628) | > loss_kl: 2.477156162261963 (2.378066529398379) | > loss_feat: 5.769869327545166 (7.288653062737507) | > loss_mel: 19.189224243164062 (19.26605465101159) | > loss_duration: 2.2708988189697266 (2.278471438781075) | > loss_1: 32.1302490234375 (33.80090356909711)  --> STEP: 24 | > loss_disc: 2.4855196475982666 (2.3024961998065314) | > loss_disc_real_0: 0.0999951958656311 (0.12681260767082372) | > loss_disc_real_1: 0.2141212522983551 (0.21518883667886257) | > loss_disc_real_2: 0.2546060085296631 (0.233023709927996) | > loss_disc_real_3: 0.31351232528686523 (0.24102994116644064) | > loss_disc_real_4: 0.3068619966506958 (0.23125597648322582) | > loss_disc_real_5: 0.3002983629703522 (0.24595240751902261) | > loss_0: 2.4855196475982666 (2.3024961998065314) | > loss_gen: 2.661134719848633 (2.592636118332545) | > loss_kl: 2.2693862915039062 (2.373538186152776) | > loss_feat: 6.632408142089844 (7.261309524377187) | > loss_mel: 19.030960083007812 (19.256259044011433) | > loss_duration: 2.438720226287842 (2.2851484715938573) | > loss_1: 33.03260803222656 (33.768891255060836)  --> STEP: 25 | > loss_disc: 2.4189748764038086 (2.3071553468704225) | > loss_disc_real_0: 0.08041239529848099 (0.12495659917593002) | > loss_disc_real_1: 0.17857863008975983 (0.21372442841529846) | > loss_disc_real_2: 0.25606703758239746 (0.23394544303417206) | > loss_disc_real_3: 0.21729841828346252 (0.24008068025112153) | > loss_disc_real_4: 0.27915170788764954 (0.23317180573940277) | > loss_disc_real_5: 0.24912959337234497 (0.2460794949531555) | > loss_0: 2.4189748764038086 (2.3071553468704225) | > loss_gen: 2.2933082580566406 (2.580663003921509) | > loss_kl: 2.512166738510132 (2.37908332824707) | > loss_feat: 7.287870407104492 (7.26237195968628) | > loss_mel: 17.600759506225586 (19.1900390625) | > loss_duration: 2.372213363647461 (2.2886310672760017) | > loss_1: 32.06631851196289 (33.70078834533692)  --> STEP: 26 | > loss_disc: 2.393556594848633 (2.310478471792661) | > loss_disc_real_0: 0.11363024264574051 (0.12452097007861504) | > loss_disc_real_1: 0.1570194512605667 (0.2115434677555011) | > loss_disc_real_2: 0.2974027395248413 (0.23638610828381318) | > loss_disc_real_3: 0.24284011125564575 (0.240186812212834) | > loss_disc_real_4: 0.2169390767812729 (0.23254747001024392) | > loss_disc_real_5: 0.23568342626094818 (0.2456796461573014) | > loss_0: 2.393556594848633 (2.310478471792661) | > loss_gen: 2.333646059036255 (2.5711623521951528) | > loss_kl: 1.9945402145385742 (2.364293208489051) | > loss_feat: 9.37801742553711 (7.34374293914208) | > loss_mel: 21.90602684020996 (19.29450013087346) | > loss_duration: 2.2863993644714355 (2.288545232552749) | > loss_1: 37.89862823486328 (33.862243725703316) --> EVAL PERFORMANCE | > avg_loader_time: 0.002285324610196627 (-0.00014355549445519127) | > avg_loss_disc: 2.310478471792661 (+0.0014007779268117027) | > avg_loss_disc_real_0: 0.12452097007861504 (+0.012284388049290731) | > avg_loss_disc_real_1: 0.2115434677555011 (+0.01916350166384992) | > avg_loss_disc_real_2: 0.23638610828381318 (+0.014715433120727539) | > avg_loss_disc_real_3: 0.240186812212834 (-0.00924530281470376) | > avg_loss_disc_real_4: 0.23254747001024392 (-0.028160918217438963) | > avg_loss_disc_real_5: 0.2456796461573014 (-0.01464879627411178) | > avg_loss_0: 2.310478471792661 (+0.0014007779268117027) | > avg_loss_gen: 2.5711623521951528 (+0.049777636161216776) | > avg_loss_kl: 2.364293208489051 (+0.0028908252716068894) | > avg_loss_feat: 7.34374293914208 (+0.29453719579256443) | > avg_loss_mel: 19.29450013087346 (+0.4967893086946944) | > avg_loss_duration: 2.288545232552749 (-0.015134187845082359) | > avg_loss_1: 33.862243725703316 (+0.8288610164935903)  > EPOCH: 243/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:37:17)   --> TIME: 2024-06-11 01:37:21 -- STEP: 9/330 -- GLOBAL_STEP: 168200 | > loss_disc: 2.316113233566284 (2.344974915186564) | > loss_disc_real_0: 0.0857144147157669 (0.10660562457309829) | > loss_disc_real_1: 0.24080410599708557 (0.20295118788878122) | > loss_disc_real_2: 0.20405906438827515 (0.21861453188790214) | > loss_disc_real_3: 0.2536160945892334 (0.22083592414855957) | > loss_disc_real_4: 0.2479931116104126 (0.21405542227956983) | > loss_disc_real_5: 0.23676303029060364 (0.22286883824401432) | > loss_0: 2.316113233566284 (2.344974915186564) | > grad_norm_0: tensor(6.9937, device='cuda:0') (tensor(8.2241, device='cuda:0')) | > loss_gen: 2.6096103191375732 (2.434824970033434) | > loss_kl: 1.5151498317718506 (1.7382455401950412) | > loss_feat: 7.446421146392822 (6.922275331285265) | > loss_mel: 19.47810173034668 (19.250021828545464) | > loss_duration: 2.1636383533477783 (2.2293695078955755) | > loss_1: 33.212921142578125 (32.57473712497287) | > grad_norm_1: tensor(54.5991, device='cuda:0') (tensor(76.1738, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.3393 (0.34746739599439835) | > loader_time: 0.0039 (0.0032342539893256295)  --> TIME: 2024-06-11 01:37:30 -- STEP: 34/330 -- GLOBAL_STEP: 168225 | > loss_disc: 2.3824920654296875 (2.283372682683609) | > loss_disc_real_0: 0.10528995096683502 (0.10803747582523261) | > loss_disc_real_1: 0.2646580636501312 (0.19956163799061494) | > loss_disc_real_2: 0.22447142004966736 (0.21258655102813945) | > loss_disc_real_3: 0.22789570689201355 (0.2183933468425975) | > loss_disc_real_4: 0.23067551851272583 (0.2159413879408556) | > loss_disc_real_5: 0.22815532982349396 (0.21042009048602162) | > loss_0: 2.3824920654296875 (2.283372682683609) | > grad_norm_0: tensor(5.8765, device='cuda:0') (tensor(9.2949, device='cuda:0')) | > loss_gen: 2.4778075218200684 (2.549842035069185) | > loss_kl: 1.7987384796142578 (1.7764381100149715) | > loss_feat: 7.369842529296875 (7.284767641740687) | > loss_mel: 18.857839584350586 (19.01566213719985) | > loss_duration: 2.090608835220337 (2.103715812458711) | > loss_1: 32.5948371887207 (32.730425498064825) | > grad_norm_1: tensor(89.0311, device='cuda:0') (tensor(104.2457, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.38 (0.3544263068367453) | > loader_time: 0.0031 (0.0032732486724853516)  --> TIME: 2024-06-11 01:37:39 -- STEP: 59/330 -- GLOBAL_STEP: 168250 | > loss_disc: 2.3158960342407227 (2.2813467373282217) | > loss_disc_real_0: 0.12098788470029831 (0.10950353987893816) | > loss_disc_real_1: 0.18754126131534576 (0.1983460453102144) | > loss_disc_real_2: 0.2680906057357788 (0.21243304771892094) | > loss_disc_real_3: 0.21742750704288483 (0.22092168310941276) | > loss_disc_real_4: 0.22286918759346008 (0.21769632929462499) | > loss_disc_real_5: 0.20864206552505493 (0.20849248716386698) | > loss_0: 2.3158960342407227 (2.2813467373282217) | > grad_norm_0: tensor(5.9705, device='cuda:0') (tensor(10.2783, device='cuda:0')) | > loss_gen: 2.6628096103668213 (2.570338730084694) | > loss_kl: 1.6500262022018433 (1.7816444756621022) | > loss_feat: 7.5568952560424805 (7.3893713466191695) | > loss_mel: 18.307580947875977 (19.024933960478194) | > loss_duration: 1.9960813522338867 (2.0696661674370205) | > loss_1: 32.17339324951172 (32.83595469846564) | > grad_norm_1: tensor(64.8384, device='cuda:0') (tensor(129.4827, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.3636 (0.3582185405795857) | > loader_time: 0.0035 (0.0033719378002619337)  --> TIME: 2024-06-11 01:37:49 -- STEP: 84/330 -- GLOBAL_STEP: 168275 | > loss_disc: 2.3263206481933594 (2.2896435658137) | > loss_disc_real_0: 0.0975276529788971 (0.11056985746004752) | > loss_disc_real_1: 0.16955791413784027 (0.19922019452566192) | > loss_disc_real_2: 0.2064124345779419 (0.21246052551127614) | > loss_disc_real_3: 0.20920337736606598 (0.22277789793553807) | > loss_disc_real_4: 0.21258150041103363 (0.22017185567390352) | > loss_disc_real_5: 0.22069454193115234 (0.21162946007791014) | > loss_0: 2.3263206481933594 (2.2896435658137) | > grad_norm_0: tensor(20.2810, device='cuda:0') (tensor(11.9301, device='cuda:0')) | > loss_gen: 2.4484710693359375 (2.5646132599739793) | > loss_kl: 1.7820183038711548 (1.7829409866105943) | > loss_feat: 7.520151138305664 (7.402201754706247) | > loss_mel: 18.676910400390625 (18.996539751688648) | > loss_duration: 2.1207597255706787 (2.058782229820888) | > loss_1: 32.548309326171875 (32.80507798421951) | > grad_norm_1: tensor(343.0223, device='cuda:0') (tensor(153.0257, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.3557 (0.35917390528179355) | > loader_time: 0.0039 (0.0034750444548470633)  --> TIME: 2024-06-11 01:37:58 -- STEP: 109/330 -- GLOBAL_STEP: 168300 | > loss_disc: 2.2431020736694336 (2.2959160935988105) | > loss_disc_real_0: 0.1117185726761818 (0.11145506488210564) | > loss_disc_real_1: 0.20426058769226074 (0.19810459947367326) | > loss_disc_real_2: 0.1944962739944458 (0.21350503364287385) | > loss_disc_real_3: 0.23778419196605682 (0.22380958866635595) | > loss_disc_real_4: 0.23353351652622223 (0.22206419405587222) | > loss_disc_real_5: 0.22847852110862732 (0.21273775426072808) | > loss_0: 2.2431020736694336 (2.2959160935988105) | > grad_norm_0: tensor(24.6319, device='cuda:0') (tensor(13.9466, device='cuda:0')) | > loss_gen: 2.6960432529449463 (2.5654977833459123) | > loss_kl: 1.8577574491500854 (1.7946008367275974) | > loss_feat: 7.130326271057129 (7.389777730364318) | > loss_mel: 18.532785415649414 (18.98623200512808) | > loss_duration: 2.0043795108795166 (2.056791090090342) | > loss_1: 32.22129440307617 (32.79289947299784) | > grad_norm_1: tensor(279.3886, device='cuda:0') (tensor(176.2205, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.3697 (0.3593147479066061) | > loader_time: 0.0044 (0.003575386257346617)  --> TIME: 2024-06-11 01:38:07 -- STEP: 134/330 -- GLOBAL_STEP: 168325 | > loss_disc: 2.315824508666992 (2.2952072317920496) | > loss_disc_real_0: 0.07901114225387573 (0.11189735027502722) | > loss_disc_real_1: 0.17832782864570618 (0.19799345742855498) | > loss_disc_real_2: 0.2054716795682907 (0.21334847518757208) | > loss_disc_real_3: 0.24451647698879242 (0.22357437870840527) | > loss_disc_real_4: 0.21117009222507477 (0.22079312000701676) | > loss_disc_real_5: 0.22995813190937042 (0.21301893078124343) | > loss_0: 2.315824508666992 (2.2952072317920496) | > grad_norm_0: tensor(25.8063, device='cuda:0') (tensor(15.2255, device='cuda:0')) | > loss_gen: 2.662003993988037 (2.5686216478917125) | > loss_kl: 1.7118231058120728 (1.793633814178296) | > loss_feat: 8.009243965148926 (7.3915526297555045) | > loss_mel: 19.69580841064453 (18.99460688633706) | > loss_duration: 2.069605588912964 (2.057760046489205) | > loss_1: 34.14848709106445 (32.80617508959414) | > grad_norm_1: tensor(428.4648, device='cuda:0') (tensor(192.2042, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.3582 (0.3605412707399966) | > loader_time: 0.0041 (0.0036827041142022433)  --> TIME: 2024-06-11 01:38:17 -- STEP: 159/330 -- GLOBAL_STEP: 168350 | > loss_disc: 2.248260259628296 (2.300403611465068) | > loss_disc_real_0: 0.10287973284721375 (0.11374778040456322) | > loss_disc_real_1: 0.1803540140390396 (0.1991816590885696) | > loss_disc_real_2: 0.19677630066871643 (0.21371832208813363) | > loss_disc_real_3: 0.21876873075962067 (0.22457041427399377) | > loss_disc_real_4: 0.218019038438797 (0.2206790717142933) | > loss_disc_real_5: 0.16702333092689514 (0.21206285977888406) | > loss_0: 2.248260259628296 (2.300403611465068) | > grad_norm_0: tensor(24.3289, device='cuda:0') (tensor(18.4522, device='cuda:0')) | > loss_gen: 2.580024480819702 (2.5698824003807395) | > loss_kl: 1.7721465826034546 (1.7893105265479419) | > loss_feat: 7.063420295715332 (7.391059707545636) | > loss_mel: 18.25019645690918 (18.98857120297989) | > loss_duration: 2.0619144439697266 (2.058692365322474) | > loss_1: 31.72770118713379 (32.79751625300954) | > grad_norm_1: tensor(129.3918, device='cuda:0') (tensor(212.2133, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.365 (0.3624771645983809) | > loader_time: 0.0042 (0.003800468624762769)  --> TIME: 2024-06-11 01:38:26 -- STEP: 184/330 -- GLOBAL_STEP: 168375 | > loss_disc: 2.332699775695801 (2.2985134461651655) | > loss_disc_real_0: 0.13449181616306305 (0.11276686339355681) | > loss_disc_real_1: 0.20342139899730682 (0.19881441666866126) | > loss_disc_real_2: 0.2067858874797821 (0.21355273995710455) | > loss_disc_real_3: 0.24082434177398682 (0.22478567169088384) | > loss_disc_real_4: 0.2599928379058838 (0.22092847477482713) | > loss_disc_real_5: 0.2204301804304123 (0.21284597763872665) | > loss_0: 2.332699775695801 (2.2985134461651655) | > grad_norm_0: tensor(29.9607, device='cuda:0') (tensor(19.6754, device='cuda:0')) | > loss_gen: 2.6291849613189697 (2.576213122709936) | > loss_kl: 1.7556788921356201 (1.7892822921276093) | > loss_feat: 7.255810260772705 (7.398072488929915) | > loss_mel: 18.580665588378906 (18.95333543031112) | > loss_duration: 2.0832104682922363 (2.0636821143005206) | > loss_1: 32.30455017089844 (32.78058548595595) | > grad_norm_1: tensor(334.7697, device='cuda:0') (tensor(230.0031, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.3872 (0.3648117249426633) | > loader_time: 0.0045 (0.003911509462024855)  --> TIME: 2024-06-11 01:38:36 -- STEP: 209/330 -- GLOBAL_STEP: 168400 | > loss_disc: 2.2622313499450684 (2.298063703701255) | > loss_disc_real_0: 0.08758769929409027 (0.11375013988411597) | > loss_disc_real_1: 0.20521241426467896 (0.19898213991565566) | > loss_disc_real_2: 0.2167104333639145 (0.2137301679005463) | > loss_disc_real_3: 0.22953327000141144 (0.22401413285846344) | > loss_disc_real_4: 0.22281943261623383 (0.21991623923824163) | > loss_disc_real_5: 0.21648569405078888 (0.21234160526232285) | > loss_0: 2.2622313499450684 (2.298063703701255) | > grad_norm_0: tensor(11.5087, device='cuda:0') (tensor(22.2019, device='cuda:0')) | > loss_gen: 2.72393798828125 (2.577097565363466) | > loss_kl: 1.7326618432998657 (1.7938920225252946) | > loss_feat: 7.134232521057129 (7.409146584962545) | > loss_mel: 18.991735458374023 (18.911860643961784) | > loss_duration: 2.1305816173553467 (2.0696763615859184) | > loss_1: 32.71315002441406 (32.76167321091062) | > grad_norm_1: tensor(288.0382, device='cuda:0') (tensor(246.1476, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.386 (0.3679743851200814) | > loader_time: 0.0048 (0.004031195024554241)  --> TIME: 2024-06-11 01:38:47 -- STEP: 234/330 -- GLOBAL_STEP: 168425 | > loss_disc: 2.3019495010375977 (2.298510790890097) | > loss_disc_real_0: 0.10804984718561172 (0.11446944242104506) | > loss_disc_real_1: 0.2197318822145462 (0.1990319182539088) | > loss_disc_real_2: 0.1980823129415512 (0.2133645987790874) | > loss_disc_real_3: 0.20091772079467773 (0.22398452416189715) | > loss_disc_real_4: 0.23182225227355957 (0.21994265952171424) | > loss_disc_real_5: 0.18220993876457214 (0.21218167608365035) | > loss_0: 2.3019495010375977 (2.298510790890097) | > grad_norm_0: tensor(48.8398, device='cuda:0') (tensor(22.7045, device='cuda:0')) | > loss_gen: 2.5979902744293213 (2.574125673016929) | > loss_kl: 1.7443770170211792 (1.7897920450593672) | > loss_feat: 6.861774921417236 (7.403750101725262) | > loss_mel: 18.023792266845703 (18.887700358007706) | > loss_duration: 2.149712085723877 (2.0767648525727096) | > loss_1: 31.37764549255371 (32.73213311545871) | > grad_norm_1: tensor(392.4822, device='cuda:0') (tensor(253.9720, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.4131 (0.37194197300152887) | > loader_time: 0.0051 (0.004162298308478462)  --> TIME: 2024-06-11 01:38:57 -- STEP: 259/330 -- GLOBAL_STEP: 168450 | > loss_disc: 2.41129732131958 (2.3019248619963286) | > loss_disc_real_0: 0.12183108180761337 (0.11467600915883039) | > loss_disc_real_1: 0.22135521471500397 (0.19970139961790395) | > loss_disc_real_2: 0.22818005084991455 (0.21381831606382568) | > loss_disc_real_3: 0.22982048988342285 (0.22464910339434635) | > loss_disc_real_4: 0.23259811103343964 (0.22065031959973708) | > loss_disc_real_5: 0.2258712500333786 (0.21258687938502396) | > loss_0: 2.41129732131958 (2.3019248619963286) | > grad_norm_0: tensor(13.6180, device='cuda:0') (tensor(23.6649, device='cuda:0')) | > loss_gen: 2.441354990005493 (2.5718536855631333) | > loss_kl: 1.836029052734375 (1.7904095221670437) | > loss_feat: 6.909904956817627 (7.404585216036176) | > loss_mel: 18.128013610839844 (18.853224286701685) | > loss_duration: 2.174387216567993 (2.083212171282086) | > loss_1: 31.489688873291016 (32.70328494480681) | > grad_norm_1: tensor(332.2086, device='cuda:0') (tensor(266.5188, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.4147 (0.37596776954915984) | > loader_time: 0.0059 (0.004331961561814238)  --> TIME: 2024-06-11 01:39:08 -- STEP: 284/330 -- GLOBAL_STEP: 168475 | > loss_disc: 2.2570128440856934 (2.304296657233169) | > loss_disc_real_0: 0.11006663739681244 (0.11517879755144388) | > loss_disc_real_1: 0.20861585438251495 (0.20007354044683381) | > loss_disc_real_2: 0.1979072540998459 (0.21412820117154588) | > loss_disc_real_3: 0.2261965274810791 (0.22412387785357488) | > loss_disc_real_4: 0.20590287446975708 (0.22030763044743476) | > loss_disc_real_5: 0.19921627640724182 (0.21247457655172952) | > loss_0: 2.2570128440856934 (2.304296657233169) | > grad_norm_0: tensor(57.2782, device='cuda:0') (tensor(24.7921, device='cuda:0')) | > loss_gen: 2.5013773441314697 (2.566454957908306) | > loss_kl: 1.647889494895935 (1.7895788848400116) | > loss_feat: 7.7788987159729 (7.402470006069667) | > loss_mel: 18.749422073364258 (18.822187249089634) | > loss_duration: 2.187235116958618 (2.0918103204646568) | > loss_1: 32.86482238769531 (32.67250148343372) | > grad_norm_1: tensor(526.5786, device='cuda:0') (tensor(276.4811, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.4406 (0.38070368934685067) | > loader_time: 0.0065 (0.004502242719623404)  --> TIME: 2024-06-11 01:39:20 -- STEP: 309/330 -- GLOBAL_STEP: 168500 | > loss_disc: 2.353346586227417 (2.308322858656108) | > loss_disc_real_0: 0.06894545257091522 (0.1154591259832907) | > loss_disc_real_1: 0.24482107162475586 (0.2011878884677748) | > loss_disc_real_2: 0.2516617476940155 (0.21458390953085568) | > loss_disc_real_3: 0.20604591071605682 (0.22445801657573305) | > loss_disc_real_4: 0.20347273349761963 (0.22039708172040468) | > loss_disc_real_5: 0.1870271861553192 (0.21249332995090675) | > loss_0: 2.353346586227417 (2.308322858656108) | > grad_norm_0: tensor(25.4299, device='cuda:0') (tensor(25.9840, device='cuda:0')) | > loss_gen: 2.602105140686035 (2.5653876864794367) | > loss_kl: 1.8173779249191284 (1.7903810315147572) | > loss_feat: 6.793710231781006 (7.419365075799639) | > loss_mel: 17.93172836303711 (18.792225600060526) | > loss_duration: 2.275458574295044 (2.102665630359092) | > loss_1: 31.420379638671875 (32.670025094041605) | > grad_norm_1: tensor(417.2807, device='cuda:0') (tensor(284.8324, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.5004 (0.3883409577280186) | > loader_time: 0.0075 (0.004713184239409118) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_168500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4344890117645264 (2.4344890117645264) | > loss_disc_real_0: 0.07393349707126617 (0.07393349707126617) | > loss_disc_real_1: 0.3232058584690094 (0.3232058584690094) | > loss_disc_real_2: 0.21849460899829865 (0.21849460899829865) | > loss_disc_real_3: 0.22146883606910706 (0.22146883606910706) | > loss_disc_real_4: 0.2524539828300476 (0.2524539828300476) | > loss_disc_real_5: 0.2575767934322357 (0.2575767934322357) | > loss_0: 2.4344890117645264 (2.4344890117645264) | > loss_gen: 2.4404168128967285 (2.4404168128967285) | > loss_kl: 1.7669416666030884 (1.7669416666030884) | > loss_feat: 5.137060642242432 (5.137060642242432) | > loss_mel: 16.593915939331055 (16.593915939331055) | > loss_duration: 2.9740123748779297 (2.9740123748779297) | > loss_1: 28.91234588623047 (28.91234588623047)  --> STEP: 1 | > loss_disc: 2.2326765060424805 (2.2326765060424805) | > loss_disc_real_0: 0.19452299177646637 (0.19452299177646637) | > loss_disc_real_1: 0.21586915850639343 (0.21586915850639343) | > loss_disc_real_2: 0.19573654234409332 (0.19573654234409332) | > loss_disc_real_3: 0.19764344394207 (0.19764344394207) | > loss_disc_real_4: 0.23187273740768433 (0.23187273740768433) | > loss_disc_real_5: 0.23747460544109344 (0.23747460544109344) | > loss_0: 2.2326765060424805 (2.2326765060424805) | > loss_gen: 2.7121360301971436 (2.7121360301971436) | > loss_kl: 2.7022836208343506 (2.7022836208343506) | > loss_feat: 7.821393966674805 (7.821393966674805) | > loss_mel: 19.35303497314453 (19.35303497314453) | > loss_duration: 2.4000935554504395 (2.4000935554504395) | > loss_1: 34.98894119262695 (34.98894119262695)  --> STEP: 2 | > loss_disc: 2.703408718109131 (2.4680426120758057) | > loss_disc_real_0: 0.0950765460729599 (0.14479976892471313) | > loss_disc_real_1: 0.3193165063858032 (0.2675928324460983) | > loss_disc_real_2: 0.2284996658563614 (0.21211810410022736) | > loss_disc_real_3: 0.2628517150878906 (0.23024757951498032) | > loss_disc_real_4: 0.40394797921180725 (0.3179103583097458) | > loss_disc_real_5: 0.4289303719997406 (0.333202488720417) | > loss_0: 2.703408718109131 (2.4680426120758057) | > loss_gen: 2.706296920776367 (2.7092164754867554) | > loss_kl: 2.463163137435913 (2.582723379135132) | > loss_feat: 6.814664840698242 (7.318029403686523) | > loss_mel: 20.512439727783203 (19.932737350463867) | > loss_duration: 2.464444637298584 (2.4322690963745117) | > loss_1: 34.96100997924805 (34.9749755859375)  --> STEP: 3 | > loss_disc: 2.0773866176605225 (2.3378239472707114) | > loss_disc_real_0: 0.05443836376070976 (0.114679300536712) | > loss_disc_real_1: 0.24888922274112701 (0.26135829587777454) | > loss_disc_real_2: 0.22118915617465973 (0.21514178812503815) | > loss_disc_real_3: 0.22377359867095947 (0.2280895859003067) | > loss_disc_real_4: 0.23009604215621948 (0.2886389195919037) | > loss_disc_real_5: 0.2580641508102417 (0.3081563760836919) | > loss_0: 2.0773866176605225 (2.3378239472707114) | > loss_gen: 2.9305808544158936 (2.7830046017964682) | > loss_kl: 2.4596691131591797 (2.541705290476481) | > loss_feat: 7.7009735107421875 (7.445677439371745) | > loss_mel: 21.38152503967285 (20.415666580200195) | > loss_duration: 2.2283778190612793 (2.364305337270101) | > loss_1: 36.70112609863281 (35.55035909016927)  --> STEP: 4 | > loss_disc: 2.144486665725708 (2.2894896268844604) | > loss_disc_real_0: 0.03856348991394043 (0.09565034788101912) | > loss_disc_real_1: 0.3312026262283325 (0.27881937846541405) | > loss_disc_real_2: 0.26039251685142517 (0.2264544703066349) | > loss_disc_real_3: 0.2171463817358017 (0.22535378485918045) | > loss_disc_real_4: 0.20286518335342407 (0.2671954855322838) | > loss_disc_real_5: 0.22487330436706543 (0.2873356081545353) | > loss_0: 2.144486665725708 (2.2894896268844604) | > loss_gen: 2.833542585372925 (2.7956390976905823) | > loss_kl: 2.848137855529785 (2.618313431739807) | > loss_feat: 8.053932189941406 (7.59774112701416) | > loss_mel: 18.153928756713867 (19.850232124328613) | > loss_duration: 2.252819776535034 (2.3364339470863342) | > loss_1: 34.14236068725586 (35.19835948944092)  --> STEP: 5 | > loss_disc: 2.1463208198547363 (2.260855865478516) | > loss_disc_real_0: 0.08075322210788727 (0.09267092272639274) | > loss_disc_real_1: 0.22856473922729492 (0.2687684506177902) | > loss_disc_real_2: 0.26564303040504456 (0.23429218232631682) | > loss_disc_real_3: 0.2115490883588791 (0.22259284555912018) | > loss_disc_real_4: 0.2052103877067566 (0.25479846596717837) | > loss_disc_real_5: 0.19877173006534576 (0.2696228325366974) | > loss_0: 2.1463208198547363 (2.260855865478516) | > loss_gen: 2.609556198120117 (2.758422517776489) | > loss_kl: 2.068420171737671 (2.50833477973938) | > loss_feat: 6.722778797149658 (7.422748661041259) | > loss_mel: 21.485477447509766 (20.177281188964844) | > loss_duration: 2.3274424076080322 (2.3346356391906737) | > loss_1: 35.21367263793945 (35.201422119140624)  --> STEP: 6 | > loss_disc: 2.2526073455810547 (2.259481112162272) | > loss_disc_real_0: 0.04883281886577606 (0.08536457208295663) | > loss_disc_real_1: 0.299856036901474 (0.2739497149984042) | > loss_disc_real_2: 0.26479917764663696 (0.23937668154637018) | > loss_disc_real_3: 0.22163976728916168 (0.22243399918079376) | > loss_disc_real_4: 0.20127905905246735 (0.2458785648147265) | > loss_disc_real_5: 0.19222253561019897 (0.25672278304894763) | > loss_0: 2.2526073455810547 (2.259481112162272) | > loss_gen: 2.4994235038757324 (2.7152560154596963) | > loss_kl: 2.5208120346069336 (2.5104143222173056) | > loss_feat: 6.35947322845459 (7.2455360889434814) | > loss_mel: 19.25396156311035 (20.02339458465576) | > loss_duration: 2.1334078311920166 (2.3010976711908975) | > loss_1: 32.7670783996582 (34.795698165893555)  --> STEP: 7 | > loss_disc: 2.1860814094543457 (2.248995440346854) | > loss_disc_real_0: 0.10019168257713318 (0.08748273072498185) | > loss_disc_real_1: 0.2693878412246704 (0.27329801874501364) | > loss_disc_real_2: 0.28587445616722107 (0.24601922077792032) | > loss_disc_real_3: 0.20880722999572754 (0.22048731786864145) | > loss_disc_real_4: 0.24236862361431122 (0.24537714464323862) | > loss_disc_real_5: 0.20021650195121765 (0.24865045717784337) | > loss_0: 2.1860814094543457 (2.248995440346854) | > loss_gen: 2.919355630874634 (2.744413103376116) | > loss_kl: 3.6029577255249023 (2.6664919512612477) | > loss_feat: 7.284497261047363 (7.251101970672607) | > loss_mel: 19.140024185180664 (19.897198813302175) | > loss_duration: 2.4412875175476074 (2.321124792098999) | > loss_1: 35.38812255859375 (34.88033022199358)  --> STEP: 8 | > loss_disc: 2.4091806411743164 (2.269018590450287) | > loss_disc_real_0: 0.06869086623191833 (0.08513374766334891) | > loss_disc_real_1: 0.2742043733596802 (0.27341131307184696) | > loss_disc_real_2: 0.25559088587760925 (0.24721567891538143) | > loss_disc_real_3: 0.2323443591594696 (0.22196944802999496) | > loss_disc_real_4: 0.26844388246536255 (0.2482604868710041) | > loss_disc_real_5: 0.26771116256713867 (0.2510330453515053) | > loss_0: 2.4091806411743164 (2.269018590450287) | > loss_gen: 2.515707492828369 (2.7158249020576477) | > loss_kl: 2.635810136795044 (2.6626567244529724) | > loss_feat: 9.355234146118164 (7.514118492603302) | > loss_mel: 18.414505004882812 (19.711862087249756) | > loss_duration: 2.190340042114258 (2.3047766983509064) | > loss_1: 35.111595153808594 (34.90923833847046)  --> STEP: 9 | > loss_disc: 2.366223096847534 (2.2798190911610923) | > loss_disc_real_0: 0.13858163356781006 (0.09107240165273349) | > loss_disc_real_1: 0.34083521366119385 (0.2809028575817744) | > loss_disc_real_2: 0.216696098446846 (0.24382461441887748) | > loss_disc_real_3: 0.2261100560426712 (0.222429515586959) | > loss_disc_real_4: 0.2062264233827591 (0.24359003537231022) | > loss_disc_real_5: 0.2710082232952118 (0.2532525095674727) | > loss_0: 2.366223096847534 (2.2798190911610923) | > loss_gen: 3.1206982135772705 (2.760810825559828) | > loss_kl: 2.6536030769348145 (2.6616507636176214) | > loss_feat: 12.762531280517578 (8.097275469038221) | > loss_mel: 19.49466896057129 (19.687729517618816) | > loss_duration: 2.1306629180908203 (2.2854307227664523) | > loss_1: 40.16216278076172 (35.49289660983615)  --> STEP: 10 | > loss_disc: 2.7843017578125 (2.3302673578262327) | > loss_disc_real_0: 0.14045506715774536 (0.09601066820323467) | > loss_disc_real_1: 0.4339176416397095 (0.2962043359875679) | > loss_disc_real_2: 0.2902306616306305 (0.2484652191400528) | > loss_disc_real_3: 0.2622298300266266 (0.22640954703092575) | > loss_disc_real_4: 0.2731706500053406 (0.24654809683561324) | > loss_disc_real_5: 0.32694926857948303 (0.2606221854686737) | > loss_0: 2.7843017578125 (2.3302673578262327) | > loss_gen: 2.4973442554473877 (2.734464168548584) | > loss_kl: 1.7866982221603394 (2.5741555094718933) | > loss_feat: 4.8387532234191895 (7.771423244476319) | > loss_mel: 18.57059669494629 (19.576016235351563) | > loss_duration: 2.3516364097595215 (2.2920512914657594) | > loss_1: 30.04503059387207 (34.948110008239745)  --> STEP: 11 | > loss_disc: 2.3861606121063232 (2.3353485627607866) | > loss_disc_real_0: 0.070437952876091 (0.09368587590076706) | > loss_disc_real_1: 0.29905885457992554 (0.2964638376777822) | > loss_disc_real_2: 0.24204297363758087 (0.24788137863982806) | > loss_disc_real_3: 0.22238759696483612 (0.22604391520673578) | > loss_disc_real_4: 0.2159866839647293 (0.2437697865746238) | > loss_disc_real_5: 0.2264162003993988 (0.257512550462376) | > loss_0: 2.3861606121063232 (2.3353485627607866) | > loss_gen: 2.4576597213745117 (2.7093001278963955) | > loss_kl: 2.467621088027954 (2.564470562067899) | > loss_feat: 6.451262950897217 (7.651408672332764) | > loss_mel: 18.632190704345703 (19.49021391435103) | > loss_duration: 2.395421028137207 (2.3014485402540727) | > loss_1: 32.40415573120117 (34.716841437599875)  --> STEP: 12 | > loss_disc: 2.31160306930542 (2.333369771639506) | > loss_disc_real_0: 0.04706946015357971 (0.08980117458850145) | > loss_disc_real_1: 0.2743249237537384 (0.2946189281841119) | > loss_disc_real_2: 0.2790294587612152 (0.250477051983277) | > loss_disc_real_3: 0.2676074802875519 (0.22950754563013712) | > loss_disc_real_4: 0.27162638306617737 (0.2460911696155866) | > loss_disc_real_5: 0.22809870541095734 (0.2550613967080911) | > loss_0: 2.31160306930542 (2.333369771639506) | > loss_gen: 2.617645502090454 (2.701662242412567) | > loss_kl: 2.3035459518432617 (2.542726844549179) | > loss_feat: 5.875138759613037 (7.50338617960612) | > loss_mel: 20.079708099365234 (19.53933842976888) | > loss_duration: 2.2335734367370605 (2.295792281627655) | > loss_1: 33.10961151123047 (34.58290561040243)  --> STEP: 13 | > loss_disc: 2.411824941635132 (2.3394047847160926) | > loss_disc_real_0: 0.08925946056842804 (0.08975950427926503) | > loss_disc_real_1: 0.270446240901947 (0.2927594907008685) | > loss_disc_real_2: 0.2480953335762024 (0.2502938428750405) | > loss_disc_real_3: 0.2325277477502823 (0.2297398688701483) | > loss_disc_real_4: 0.2581593990325928 (0.2470194949553563) | > loss_disc_real_5: 0.19791334867477417 (0.25066539301322055) | > loss_0: 2.411824941635132 (2.3394047847160926) | > loss_gen: 2.5322206020355225 (2.6886282700758715) | > loss_kl: 2.4814817905426025 (2.538015686548673) | > loss_feat: 6.890783786773682 (7.456262918619009) | > loss_mel: 18.252443313598633 (19.440346497755783) | > loss_duration: 2.152747631072998 (2.2847888469696045) | > loss_1: 32.30967712402344 (34.40804188068096)  --> STEP: 14 | > loss_disc: 2.4185070991516113 (2.345054950032915) | > loss_disc_real_0: 0.09881871938705444 (0.09040659107267857) | > loss_disc_real_1: 0.317455530166626 (0.29452349351985113) | > loss_disc_real_2: 0.24600617587566376 (0.24998758094651355) | > loss_disc_real_3: 0.2527456283569336 (0.23138313740491867) | > loss_disc_real_4: 0.27780044078826904 (0.2492181339434215) | > loss_disc_real_5: 0.24675819277763367 (0.2503863072821072) | > loss_0: 2.4185070991516113 (2.345054950032915) | > loss_gen: 2.6946895122528076 (2.6890612159456526) | > loss_kl: 3.2488269805908203 (2.588787921837398) | > loss_feat: 6.851189613342285 (7.413043396813529) | > loss_mel: 20.048099517822266 (19.483757427760533) | > loss_duration: 2.384528160095215 (2.291913083621434) | > loss_1: 35.22733688354492 (34.4665629523141)  --> STEP: 15 | > loss_disc: 2.378108024597168 (2.3472584883371987) | > loss_disc_real_0: 0.09722170233726501 (0.090860931823651) | > loss_disc_real_1: 0.4845370352268219 (0.3071910629669825) | > loss_disc_real_2: 0.2843613922595978 (0.25227916836738584) | > loss_disc_real_3: 0.20989885926246643 (0.22995085219542186) | > loss_disc_real_4: 0.23642289638519287 (0.24836511810620626) | > loss_disc_real_5: 0.27257028222084045 (0.25186523894468943) | > loss_0: 2.378108024597168 (2.3472584883371987) | > loss_gen: 2.970780372619629 (2.707842493057251) | > loss_kl: 3.2559101581573486 (2.6332627375920614) | > loss_feat: 6.446853160858154 (7.348630714416504) | > loss_mel: 18.630491256713867 (19.426873016357423) | > loss_duration: 2.3619613647460938 (2.2965829690297443) | > loss_1: 33.66599655151367 (34.41319185892741)  --> STEP: 16 | > loss_disc: 2.724483013153076 (2.3708350211381912) | > loss_disc_real_0: 0.16368244588375092 (0.09541227645240724) | > loss_disc_real_1: 0.43212825059890747 (0.31499963719397783) | > loss_disc_real_2: 0.3430006802082062 (0.25794926285743713) | > loss_disc_real_3: 0.2817469835281372 (0.23318811040371656) | > loss_disc_real_4: 0.2110036313533783 (0.2460300251841545) | > loss_disc_real_5: 0.24421489238739014 (0.2513870922848582) | > loss_0: 2.724483013153076 (2.3708350211381912) | > loss_gen: 2.8117995262145996 (2.7143398076295853) | > loss_kl: 2.6690492630004883 (2.635499395430088) | > loss_feat: 7.7338433265686035 (7.37270650267601) | > loss_mel: 17.90613555908203 (19.33182692527771) | > loss_duration: 2.353513717651367 (2.300141140818596) | > loss_1: 33.474342346191406 (34.35451376438141)  --> STEP: 17 | > loss_disc: 2.578826665878296 (2.383069823769962) | > loss_disc_real_0: 0.09650114178657532 (0.09547632735441713) | > loss_disc_real_1: 0.2666332721710205 (0.31215455689850974) | > loss_disc_real_2: 0.23879583179950714 (0.2568225904422648) | > loss_disc_real_3: 0.2510737478733063 (0.23424020672545715) | > loss_disc_real_4: 0.2774733901023865 (0.247879634885227) | > loss_disc_real_5: 0.28935959935188293 (0.2536207691711538) | > loss_0: 2.578826665878296 (2.383069823769962) | > loss_gen: 2.2161056995391846 (2.6850319189183853) | > loss_kl: 2.5976450443267822 (2.6332726688945995) | > loss_feat: 4.728659629821777 (7.217174333684585) | > loss_mel: 18.425596237182617 (19.278519237742703) | > loss_duration: 2.385638952255249 (2.3051704238442814) | > loss_1: 30.35364532470703 (34.11916856204762)  --> STEP: 18 | > loss_disc: 1.9453234672546387 (2.358750581741333) | > loss_disc_real_0: 0.09835374355316162 (0.09563618380990294) | > loss_disc_real_1: 0.21727456152439117 (0.30688344604439205) | > loss_disc_real_2: 0.15978877246379852 (0.25143182277679443) | > loss_disc_real_3: 0.15405820310115814 (0.22978565096855164) | > loss_disc_real_4: 0.20873112976551056 (0.24570471793413162) | > loss_disc_real_5: 0.22260893881320953 (0.2518978897068236) | > loss_0: 1.9453234672546387 (2.358750581741333) | > loss_gen: 3.179966926574707 (2.7125283082326255) | > loss_kl: 2.5968265533447266 (2.6312478846973844) | > loss_feat: 11.085878372192383 (7.432102335823907) | > loss_mel: 19.515962600708008 (19.291710535685223) | > loss_duration: 2.2617502212524414 (2.3027581903669567) | > loss_1: 38.640384674072266 (34.37034723493788)  --> STEP: 19 | > loss_disc: 2.5526561737060547 (2.3689561392131604) | > loss_disc_real_0: 0.1144108697772026 (0.09662432517660291) | > loss_disc_real_1: 0.39210885763168335 (0.31136899402267054) | > loss_disc_real_2: 0.30324891209602356 (0.25415903800412226) | > loss_disc_real_3: 0.2597125768661499 (0.23136075233158312) | > loss_disc_real_4: 0.2204589545726776 (0.24437599354668668) | > loss_disc_real_5: 0.22271987795829773 (0.2503622048779538) | > loss_0: 2.5526561737060547 (2.3689561392131604) | > loss_gen: 2.588554620742798 (2.706003377312108) | > loss_kl: 1.844443917274475 (2.589837149569863) | > loss_feat: 4.8271074295043945 (7.294997340754459) | > loss_mel: 16.087982177734375 (19.12309325368781) | > loss_duration: 2.306678295135498 (2.3029645116705644) | > loss_1: 27.654766082763672 (34.016895595349766)  --> STEP: 20 | > loss_disc: 2.0579185485839844 (2.3534042596817017) | > loss_disc_real_0: 0.09979218244552612 (0.09678271804004908) | > loss_disc_real_1: 0.20022137463092804 (0.3058116130530834) | > loss_disc_real_2: 0.14539863169193268 (0.2487210176885128) | > loss_disc_real_3: 0.1664627343416214 (0.22811585143208504) | > loss_disc_real_4: 0.1374605894088745 (0.23903022333979607) | > loss_disc_real_5: 0.15870967507362366 (0.24577957838773729) | > loss_0: 2.0579185485839844 (2.3534042596817017) | > loss_gen: 2.473069190979004 (2.6943566679954527) | > loss_kl: 2.008615732192993 (2.560776078701019) | > loss_feat: 9.8006591796875 (7.4202804327011105) | > loss_mel: 21.06206703186035 (19.220041942596435) | > loss_duration: 2.3319203853607178 (2.304412305355072) | > loss_1: 37.67633056640625 (34.19986734390259)  --> STEP: 21 | > loss_disc: 1.9464788436889648 (2.3340268589201427) | > loss_disc_real_0: 0.08264605700969696 (0.0961095437052704) | > loss_disc_real_1: 0.2991640269756317 (0.3054950613351095) | > loss_disc_real_2: 0.23050092160701752 (0.24785339406558446) | > loss_disc_real_3: 0.19767466187477112 (0.22666627097697484) | > loss_disc_real_4: 0.15036964416503906 (0.23480829099814096) | > loss_disc_real_5: 0.18114298582077026 (0.2427016454083579) | > loss_0: 1.9464788436889648 (2.3340268589201427) | > loss_gen: 3.2442774772644043 (2.720543373198736) | > loss_kl: 2.1039366722106934 (2.539021821249099) | > loss_feat: 9.13149642944336 (7.501766908736456) | > loss_mel: 18.772708892822266 (19.198740368797665) | > loss_duration: 2.1518115997314453 (2.2971456050872803) | > loss_1: 35.40422821044922 (34.25721786135719)  --> STEP: 22 | > loss_disc: 2.6145870685577393 (2.3467795957218516) | > loss_disc_real_0: 0.1612757444381714 (0.09907164373858408) | > loss_disc_real_1: 0.3409908711910248 (0.30710850723765115) | > loss_disc_real_2: 0.22382694482803345 (0.24676128273660486) | > loss_disc_real_3: 0.2646353840827942 (0.22839213975451209) | > loss_disc_real_4: 0.21718162298202515 (0.23400707881559024) | > loss_disc_real_5: 0.29616495966911316 (0.24513179605657404) | > loss_0: 2.6145870685577393 (2.3467795957218516) | > loss_gen: 2.641432762145996 (2.716947436332702) | > loss_kl: 1.8508837223052979 (2.5077428167516533) | > loss_feat: 6.501580238342285 (7.456303878263994) | > loss_mel: 20.64298439025879 (19.264387824318625) | > loss_duration: 2.1510403156280518 (2.2905044555664062) | > loss_1: 33.78792190551758 (34.23588622700084)  --> STEP: 23 | > loss_disc: 2.3800387382507324 (2.3482256453970205) | > loss_disc_real_0: 0.09830325841903687 (0.09903823568121246) | > loss_disc_real_1: 0.3127060830593109 (0.3073518800994624) | > loss_disc_real_2: 0.23707875609397888 (0.24634030331736026) | > loss_disc_real_3: 0.2232905626296997 (0.2281703320534333) | > loss_disc_real_4: 0.19070063531398773 (0.2321241899676945) | > loss_disc_real_5: 0.2363063395023346 (0.2447480805542158) | > loss_0: 2.3800387382507324 (2.3482256453970205) | > loss_gen: 2.4159445762634277 (2.703860355460125) | > loss_kl: 2.548511028289795 (2.5095153476880943) | > loss_feat: 7.5388383865356445 (7.45989233514537) | > loss_mel: 16.800397872924805 (19.157257826431938) | > loss_duration: 2.289982795715332 (2.290481774703316) | > loss_1: 31.593673706054688 (34.12100742174231)  --> STEP: 24 | > loss_disc: 2.2604734897613525 (2.3445693055788674) | > loss_disc_real_0: 0.10236912220716476 (0.09917702261979382) | > loss_disc_real_1: 0.2053881734609604 (0.30310339232285816) | > loss_disc_real_2: 0.2267262041568756 (0.2455230491856734) | > loss_disc_real_3: 0.22531278431415558 (0.22805126756429672) | > loss_disc_real_4: 0.22293142974376678 (0.2317411582916975) | > loss_disc_real_5: 0.2366030216217041 (0.24440870309869447) | > loss_0: 2.2604734897613525 (2.3445693055788674) | > loss_gen: 2.509814500808716 (2.695775111516317) | > loss_kl: 2.2539806365966797 (2.498868068059285) | > loss_feat: 6.982757568359375 (7.44001171986262) | > loss_mel: 20.496318817138672 (19.21305203437805) | > loss_duration: 2.420490264892578 (2.2958987951278687) | > loss_1: 34.663360595703125 (34.14360547065735)  --> STEP: 25 | > loss_disc: 2.67759370803833 (2.3578902816772462) | > loss_disc_real_0: 0.10325390100479126 (0.09934009775519372) | > loss_disc_real_1: 0.366055965423584 (0.3056214952468872) | > loss_disc_real_2: 0.31776705384254456 (0.24841280937194823) | > loss_disc_real_3: 0.3353966474533081 (0.23234508275985719) | > loss_disc_real_4: 0.32584092020988464 (0.235505148768425) | > loss_disc_real_5: 0.3130394518375397 (0.2471539330482483) | > loss_0: 2.67759370803833 (2.3578902816772462) | > loss_gen: 2.9469380378723145 (2.7058216285705567) | > loss_kl: 2.0544309616088867 (2.481090583801269) | > loss_feat: 8.282426834106445 (7.473708324432373) | > loss_mel: 18.5725154876709 (19.187430572509765) | > loss_duration: 2.3430211544036865 (2.2977836894989014) | > loss_1: 34.19933319091797 (34.145834579467774)  --> STEP: 26 | > loss_disc: 1.9270862340927124 (2.341320895231687) | > loss_disc_real_0: 0.04780378192663193 (0.09735793176178749) | > loss_disc_real_1: 0.22110973298549652 (0.30237104285221833) | > loss_disc_real_2: 0.21416234970092773 (0.2470954839999859) | > loss_disc_real_3: 0.20113219320774078 (0.2311445870078527) | > loss_disc_real_4: 0.13510240614414215 (0.2316435048213372) | > loss_disc_real_5: 0.22771355509757996 (0.24640622620399183) | > loss_0: 1.9270862340927124 (2.341320895231687) | > loss_gen: 2.7763748168945312 (2.708535212736863) | > loss_kl: 2.189771890640259 (2.4698860186796923) | > loss_feat: 12.451054573059082 (7.665144718610323) | > loss_mel: 22.35862922668457 (19.309399751516487) | > loss_duration: 2.275277853012085 (2.2969180804032545) | > loss_1: 42.05110549926758 (34.449883460998535) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022896161446204553 (+4.291534423828125e-06) | > avg_loss_disc: 2.341320895231687 (+0.03084242343902588) | > avg_loss_disc_real_0: 0.09735793176178749 (-0.02716303831682755) | > avg_loss_disc_real_1: 0.30237104285221833 (+0.09082757509671724) | > avg_loss_disc_real_2: 0.2470954839999859 (+0.010709375716172725) | > avg_loss_disc_real_3: 0.2311445870078527 (-0.009042225204981297) | > avg_loss_disc_real_4: 0.2316435048213372 (-0.0009039651889067302) | > avg_loss_disc_real_5: 0.24640622620399183 (+0.0007265800466904337) | > avg_loss_0: 2.341320895231687 (+0.03084242343902588) | > avg_loss_gen: 2.708535212736863 (+0.13737286054171038) | > avg_loss_kl: 2.4698860186796923 (+0.10559281019064137) | > avg_loss_feat: 7.665144718610323 (+0.32140177946824267) | > avg_loss_mel: 19.309399751516487 (+0.0148996206430283) | > avg_loss_duration: 2.2969180804032545 (+0.008372847850505405) | > avg_loss_1: 34.449883460998535 (+0.5876397352952196)  > EPOCH: 244/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:39:56)   --> TIME: 2024-06-11 01:39:59 -- STEP: 4/330 -- GLOBAL_STEP: 168525 | > loss_disc: 2.3536248207092285 (2.306855320930481) | > loss_disc_real_0: 0.11676867306232452 (0.11393619328737259) | > loss_disc_real_1: 0.18416614830493927 (0.18840881064534187) | > loss_disc_real_2: 0.19726036489009857 (0.20743855088949203) | > loss_disc_real_3: 0.21596556901931763 (0.20759882777929306) | > loss_disc_real_4: 0.1950264722108841 (0.20345554873347282) | > loss_disc_real_5: 0.19421923160552979 (0.18605493754148483) | > loss_0: 2.3536248207092285 (2.306855320930481) | > grad_norm_0: tensor(6.2732, device='cuda:0') (tensor(16.4013, device='cuda:0')) | > loss_gen: 2.339336633682251 (2.4291398525238037) | > loss_kl: 1.5276721715927124 (1.7771739959716797) | > loss_feat: 6.401672840118408 (6.677568793296814) | > loss_mel: 18.921781539916992 (19.18716526031494) | > loss_duration: 2.290555953979492 (2.285507023334503) | > loss_1: 31.481019973754883 (32.3565559387207) | > grad_norm_1: tensor(71.2191, device='cuda:0') (tensor(144.7662, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3402 (0.3441755771636963) | > loader_time: 0.0027 (0.0029186606407165527)  --> TIME: 2024-06-11 01:40:08 -- STEP: 29/330 -- GLOBAL_STEP: 168550 | > loss_disc: 2.2789433002471924 (2.312487914644439) | > loss_disc_real_0: 0.1379793882369995 (0.11256208347863164) | > loss_disc_real_1: 0.19153206050395966 (0.2015682109471025) | > loss_disc_real_2: 0.19365938007831573 (0.2178406365986528) | > loss_disc_real_3: 0.2147471159696579 (0.22317198021658535) | > loss_disc_real_4: 0.22570206224918365 (0.22031368109686622) | > loss_disc_real_5: 0.24026212096214294 (0.21121421045270458) | > loss_0: 2.2789433002471924 (2.312487914644439) | > grad_norm_0: tensor(4.9305, device='cuda:0') (tensor(9.4315, device='cuda:0')) | > loss_gen: 2.5021347999572754 (2.5155312357277704) | > loss_kl: 1.6360095739364624 (1.763936108556287) | > loss_feat: 7.182704925537109 (7.052962779998779) | > loss_mel: 18.89983558654785 (19.055332052296606) | > loss_duration: 2.0602893829345703 (2.1086842602696914) | > loss_1: 32.280975341796875 (32.49644647795579) | > grad_norm_1: tensor(98.8459, device='cuda:0') (tensor(112.3142, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3349 (0.3420951448637864) | > loader_time: 0.003 (0.00310665985633587)  --> TIME: 2024-06-11 01:40:16 -- STEP: 54/330 -- GLOBAL_STEP: 168575 | > loss_disc: 2.150182008743286 (2.2973751359515724) | > loss_disc_real_0: 0.0804155096411705 (0.11063145611573148) | > loss_disc_real_1: 0.18625013530254364 (0.19899146314020513) | > loss_disc_real_2: 0.18426936864852905 (0.2132493577621601) | > loss_disc_real_3: 0.22053368389606476 (0.22385367723526778) | > loss_disc_real_4: 0.195511594414711 (0.22008814635100188) | > loss_disc_real_5: 0.1788615733385086 (0.210631778118787) | > loss_0: 2.150182008743286 (2.2973751359515724) | > grad_norm_0: tensor(7.7108, device='cuda:0') (tensor(8.9020, device='cuda:0')) | > loss_gen: 2.640117883682251 (2.5443475952854864) | > loss_kl: 1.992593765258789 (1.7426383517406605) | > loss_feat: 8.525973320007324 (7.214890223962289) | > loss_mel: 20.025901794433594 (19.001922289530437) | > loss_duration: 2.029951572418213 (2.075199595204106) | > loss_1: 35.21453857421875 (32.578998000533495) | > grad_norm_1: tensor(70.2137, device='cuda:0') (tensor(108.4490, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3502 (0.34555088590692595) | > loader_time: 0.0036 (0.0032382717838993777)  --> TIME: 2024-06-11 01:40:26 -- STEP: 79/330 -- GLOBAL_STEP: 168600 | > loss_disc: 2.42075777053833 (2.306822803956044) | > loss_disc_real_0: 0.10745927691459656 (0.11271143336839314) | > loss_disc_real_1: 0.22386933863162994 (0.19842697812032098) | > loss_disc_real_2: 0.26755398511886597 (0.21609092418906056) | > loss_disc_real_3: 0.24427013099193573 (0.2231761764121961) | > loss_disc_real_4: 0.2392185479402542 (0.2217015473148491) | > loss_disc_real_5: 0.2520275413990021 (0.2122199656088141) | > loss_0: 2.42075777053833 (2.306822803956044) | > grad_norm_0: tensor(12.4590, device='cuda:0') (tensor(9.0766, device='cuda:0')) | > loss_gen: 2.552888870239258 (2.5574111485783058) | > loss_kl: 1.6379714012145996 (1.7613253910330278) | > loss_feat: 7.640304088592529 (7.331152529656133) | > loss_mel: 18.8518009185791 (18.99872096580795) | > loss_duration: 2.016857624053955 (2.0615245496170433) | > loss_1: 32.699825286865234 (32.71013467523116) | > grad_norm_1: tensor(140.0195, device='cuda:0') (tensor(115.4280, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3806 (0.3519661909417261) | > loader_time: 0.0039 (0.003394745573212829)  --> TIME: 2024-06-11 01:40:35 -- STEP: 104/330 -- GLOBAL_STEP: 168625 | > loss_disc: 2.311100959777832 (2.3088265153077914) | > loss_disc_real_0: 0.08648958802223206 (0.11272944187602171) | > loss_disc_real_1: 0.17188408970832825 (0.19887418414537728) | > loss_disc_real_2: 0.2658592760562897 (0.21564454642625955) | > loss_disc_real_3: 0.232315331697464 (0.22373182269243094) | > loss_disc_real_4: 0.2063659429550171 (0.2216164878068062) | > loss_disc_real_5: 0.19993062317371368 (0.21217702400798982) | > loss_0: 2.311100959777832 (2.3088265153077914) | > grad_norm_0: tensor(18.3669, device='cuda:0') (tensor(10.5636, device='cuda:0')) | > loss_gen: 2.684839963912964 (2.5540745487579932) | > loss_kl: 1.8556969165802002 (1.751360079416862) | > loss_feat: 7.534679889678955 (7.310290772181291) | > loss_mel: 19.554018020629883 (18.95701303848853) | > loss_duration: 2.093444347381592 (2.0587463883253236) | > loss_1: 33.722679138183594 (32.63148483863244) | > grad_norm_1: tensor(206.1423, device='cuda:0') (tensor(132.6277, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3694 (0.35513249727395874) | > loader_time: 0.0039 (0.0035283221648289608)  --> TIME: 2024-06-11 01:40:44 -- STEP: 129/330 -- GLOBAL_STEP: 168650 | > loss_disc: 2.2659690380096436 (2.3102440187173277) | > loss_disc_real_0: 0.10924652218818665 (0.11310390654460405) | > loss_disc_real_1: 0.17816190421581268 (0.1995186076838841) | > loss_disc_real_2: 0.21535713970661163 (0.21590046226516252) | > loss_disc_real_3: 0.20836091041564941 (0.22412648693073628) | > loss_disc_real_4: 0.2136588841676712 (0.22150453809619874) | > loss_disc_real_5: 0.17987361550331116 (0.21216796708199404) | > loss_0: 2.2659690380096436 (2.3102440187173277) | > grad_norm_0: tensor(24.8964, device='cuda:0') (tensor(12.1358, device='cuda:0')) | > loss_gen: 2.4527103900909424 (2.553405016891716) | > loss_kl: 1.6774990558624268 (1.748807855354723) | > loss_feat: 7.12620735168457 (7.31204921515413) | > loss_mel: 19.409244537353516 (18.976503046908114) | > loss_duration: 2.0326087474823 (2.057992978613505) | > loss_1: 32.698272705078125 (32.64875811199808) | > grad_norm_1: tensor(63.6377, device='cuda:0') (tensor(150.8130, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3719 (0.3579028964966767) | > loader_time: 0.004 (0.003633403038793756)  --> TIME: 2024-06-11 01:40:54 -- STEP: 154/330 -- GLOBAL_STEP: 168675 | > loss_disc: 2.3824479579925537 (2.3129865674229384) | > loss_disc_real_0: 0.12243801355361938 (0.11423237936256768) | > loss_disc_real_1: 0.203902006149292 (0.19894201560066893) | > loss_disc_real_2: 0.18514704704284668 (0.21652880040082065) | > loss_disc_real_3: 0.2583196759223938 (0.2244957546135048) | > loss_disc_real_4: 0.2202260047197342 (0.2216730248424914) | > loss_disc_real_5: 0.22549915313720703 (0.21255829107838792) | > loss_0: 2.3824479579925537 (2.3129865674229384) | > grad_norm_0: tensor(38.5510, device='cuda:0') (tensor(14.1634, device='cuda:0')) | > loss_gen: 2.5032291412353516 (2.5522906424163216) | > loss_kl: 1.7290741205215454 (1.75792852469853) | > loss_feat: 7.191821098327637 (7.319917731470876) | > loss_mel: 18.395790100097656 (18.988378524780263) | > loss_duration: 2.0465970039367676 (2.058489119077657) | > loss_1: 31.86651039123535 (32.67700459121109) | > grad_norm_1: tensor(284.7026, device='cuda:0') (tensor(169.4853, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3745 (0.3619692031439249) | > loader_time: 0.0038 (0.003754628169072139)  --> TIME: 2024-06-11 01:41:04 -- STEP: 179/330 -- GLOBAL_STEP: 168700 | > loss_disc: 2.238084316253662 (2.3099548137387735) | > loss_disc_real_0: 0.10451611876487732 (0.11466707834484857) | > loss_disc_real_1: 0.15773586928844452 (0.1981849109327327) | > loss_disc_real_2: 0.20077836513519287 (0.215683033013477) | > loss_disc_real_3: 0.2107963114976883 (0.2247464113228814) | > loss_disc_real_4: 0.1963333636522293 (0.22148462272556135) | > loss_disc_real_5: 0.20578791201114655 (0.2128361275409187) | > loss_0: 2.238084316253662 (2.3099548137387735) | > grad_norm_0: tensor(10.0589, device='cuda:0') (tensor(15.6889, device='cuda:0')) | > loss_gen: 2.6705307960510254 (2.553205347593936) | > loss_kl: 1.7296650409698486 (1.7611127026254239) | > loss_feat: 8.0186767578125 (7.333542666621715) | > loss_mel: 18.064037322998047 (18.95341660057365) | > loss_duration: 2.0979247093200684 (2.0632593691682017) | > loss_1: 32.580833435058594 (32.664536790474855) | > grad_norm_1: tensor(407.9714, device='cuda:0') (tensor(187.3389, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3811 (0.36569255423945435) | > loader_time: 0.0051 (0.003918860877692367)  --> TIME: 2024-06-11 01:41:14 -- STEP: 204/330 -- GLOBAL_STEP: 168725 | > loss_disc: 2.4112496376037598 (2.310578909574769) | > loss_disc_real_0: 0.1394481360912323 (0.11587818675473624) | > loss_disc_real_1: 0.18115156888961792 (0.19773059338331223) | > loss_disc_real_2: 0.22706063091754913 (0.21519657231721223) | > loss_disc_real_3: 0.2171047478914261 (0.22514644630399405) | > loss_disc_real_4: 0.2427496612071991 (0.22209233345062124) | > loss_disc_real_5: 0.2385377734899521 (0.2132582008546474) | > loss_0: 2.4112496376037598 (2.310578909574769) | > grad_norm_0: tensor(46.0110, device='cuda:0') (tensor(18.2766, device='cuda:0')) | > loss_gen: 2.4466333389282227 (2.559667416647369) | > loss_kl: 1.7188189029693604 (1.7651688918179156) | > loss_feat: 7.644217491149902 (7.355794418091867) | > loss_mel: 18.851367950439453 (18.91723437402761) | > loss_duration: 2.049086570739746 (2.0691936056987927) | > loss_1: 32.71012496948242 (32.667058710958486) | > grad_norm_1: tensor(217.7509, device='cuda:0') (tensor(207.4331, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3973 (0.36927473895690033) | > loader_time: 0.0047 (0.0040774275274837735)  --> TIME: 2024-06-11 01:41:25 -- STEP: 229/330 -- GLOBAL_STEP: 168750 | > loss_disc: 2.343940496444702 (2.3088967873019404) | > loss_disc_real_0: 0.192338764667511 (0.11626454761585293) | > loss_disc_real_1: 0.18428190052509308 (0.19765546163096698) | > loss_disc_real_2: 0.24960358440876007 (0.2150463597873413) | > loss_disc_real_3: 0.25022074580192566 (0.22492442153166475) | > loss_disc_real_4: 0.22381316125392914 (0.2215917305004128) | > loss_disc_real_5: 0.24332205951213837 (0.21340795603121213) | > loss_0: 2.343940496444702 (2.3088967873019404) | > grad_norm_0: tensor(60.7424, device='cuda:0') (tensor(20.3670, device='cuda:0')) | > loss_gen: 2.694636821746826 (2.566120135211529) | > loss_kl: 1.8265935182571411 (1.7656479537747312) | > loss_feat: 7.07242488861084 (7.356654685657618) | > loss_mel: 18.795486450195312 (18.883556082779652) | > loss_duration: 2.1684398651123047 (2.076313555500915) | > loss_1: 32.557579040527344 (32.64829243322648) | > grad_norm_1: tensor(410.1617, device='cuda:0') (tensor(223.2165, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.3971 (0.37275615425609615) | > loader_time: 0.0058 (0.004209096775304801)  --> TIME: 2024-06-11 01:41:35 -- STEP: 254/330 -- GLOBAL_STEP: 168775 | > loss_disc: 2.2159950733184814 (2.3097329289894386) | > loss_disc_real_0: 0.11269162595272064 (0.11789187872562353) | > loss_disc_real_1: 0.14174935221672058 (0.19814511500005647) | > loss_disc_real_2: 0.20146676898002625 (0.2146608909284036) | > loss_disc_real_3: 0.21492981910705566 (0.2246986470940545) | > loss_disc_real_4: 0.2036908119916916 (0.2209616179072012) | > loss_disc_real_5: 0.18559834361076355 (0.21240921852391537) | > loss_0: 2.2159950733184814 (2.3097329289894386) | > grad_norm_0: tensor(15.3939, device='cuda:0') (tensor(22.4998, device='cuda:0')) | > loss_gen: 2.536288261413574 (2.568316157408587) | > loss_kl: 1.6911978721618652 (1.770122750537602) | > loss_feat: 8.214129447937012 (7.378485225317046) | > loss_mel: 18.74274444580078 (18.850655247845978) | > loss_duration: 2.096156358718872 (2.0822865085339) | > loss_1: 33.280517578125 (32.64986582628385) | > grad_norm_1: tensor(391.8143, device='cuda:0') (tensor(240.6976, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.4311 (0.3775136470794679) | > loader_time: 0.0057 (0.004383534897030806)  --> TIME: 2024-06-11 01:41:46 -- STEP: 279/330 -- GLOBAL_STEP: 168800 | > loss_disc: 2.353829860687256 (2.3064806854425774) | > loss_disc_real_0: 0.10690507292747498 (0.11750394555883596) | > loss_disc_real_1: 0.20504926145076752 (0.19811107853834778) | > loss_disc_real_2: 0.2291940152645111 (0.21426305479259905) | > loss_disc_real_3: 0.20335519313812256 (0.2243550008022657) | > loss_disc_real_4: 0.23977607488632202 (0.22104712786640318) | > loss_disc_real_5: 0.2317582070827484 (0.21250382316796157) | > loss_0: 2.353829860687256 (2.3064806854425774) | > grad_norm_0: tensor(47.2510, device='cuda:0') (tensor(23.1757, device='cuda:0')) | > loss_gen: 2.633248805999756 (2.569115210604924) | > loss_kl: 1.7700579166412354 (1.7765055215486918) | > loss_feat: 7.504337310791016 (7.409395491350509) | > loss_mel: 17.4774227142334 (18.810518449352625) | > loss_duration: 2.17592191696167 (2.0902181598875273) | > loss_1: 31.560989379882812 (32.655752804116965) | > grad_norm_1: tensor(478.8441, device='cuda:0') (tensor(251.5856, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.436 (0.3827385381131191) | > loader_time: 0.0074 (0.004548404379130263)  --> TIME: 2024-06-11 01:41:58 -- STEP: 304/330 -- GLOBAL_STEP: 168825 | > loss_disc: 2.128990888595581 (2.3086511194705954) | > loss_disc_real_0: 0.10270333290100098 (0.11752962357805748) | > loss_disc_real_1: 0.18626876175403595 (0.19909056119228663) | > loss_disc_real_2: 0.18397578597068787 (0.21443954007209917) | > loss_disc_real_3: 0.18771351873874664 (0.22437685850615563) | > loss_disc_real_4: 0.19959306716918945 (0.22109352591398515) | > loss_disc_real_5: 0.19200213253498077 (0.21276565337259518) | > loss_0: 2.128990888595581 (2.3086511194705954) | > grad_norm_0: tensor(42.5796, device='cuda:0') (tensor(24.9917, device='cuda:0')) | > loss_gen: 2.81561541557312 (2.5694699569752335) | > loss_kl: 1.7788450717926025 (1.7797694982666719) | > loss_feat: 9.9711275100708 (7.434817016124725) | > loss_mel: 19.119600296020508 (18.773061288030515) | > loss_duration: 2.231633186340332 (2.100025307583183) | > loss_1: 35.91682052612305 (32.657143078352284) | > grad_norm_1: tensor(523.8885, device='cuda:0') (tensor(267.0213, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.487 (0.3891842318208596) | > loader_time: 0.0077 (0.004747618970118071)  --> TIME: 2024-06-11 01:42:28 -- STEP: 329/330 -- GLOBAL_STEP: 168850 | > loss_disc: 2.446631908416748 (2.31127975631992) | > loss_disc_real_0: 0.2454117387533188 (0.11890277898329732) | > loss_disc_real_1: 0.18112583458423615 (0.19928238140051122) | > loss_disc_real_2: 0.27719101309776306 (0.2145658718325809) | > loss_disc_real_3: 0.26629647612571716 (0.2242221000256147) | > loss_disc_real_4: 0.24200281500816345 (0.22111739816093154) | > loss_disc_real_5: 0.2303384393453598 (0.21265150008774095) | > loss_0: 2.446631908416748 (2.31127975631992) | > grad_norm_0: tensor(15.0422, device='cuda:0') (tensor(25.9874, device='cuda:0')) | > loss_gen: 2.59666109085083 (2.5695692130497525) | > loss_kl: 2.0080530643463135 (1.7862874149913845) | > loss_feat: 10.930829048156738 (7.5461245380274065) | > loss_mel: 18.107830047607422 (18.738832566513466) | > loss_duration: 2.269583225250244 (2.113388992370445) | > loss_1: 35.91295623779297 (32.75420270647321) | > grad_norm_1: tensor(165.7457, device='cuda:0') (tensor(273.5017, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 15.4455 (0.44819100359652925) | > loader_time: 0.0345 (0.00522383150721031)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.294478416442871 (2.294478416442871) | > loss_disc_real_0: 0.09005111455917358 (0.09005111455917358) | > loss_disc_real_1: 0.12359864264726639 (0.12359864264726639) | > loss_disc_real_2: 0.2398790866136551 (0.2398790866136551) | > loss_disc_real_3: 0.2577943503856659 (0.2577943503856659) | > loss_disc_real_4: 0.206600159406662 (0.206600159406662) | > loss_disc_real_5: 0.2234412431716919 (0.2234412431716919) | > loss_0: 2.294478416442871 (2.294478416442871) | > loss_gen: 2.6080994606018066 (2.6080994606018066) | > loss_kl: 1.5103204250335693 (1.5103204250335693) | > loss_feat: 6.8841447830200195 (6.8841447830200195) | > loss_mel: 16.013690948486328 (16.013690948486328) | > loss_duration: 2.9892539978027344 (2.9892539978027344) | > loss_1: 30.005510330200195 (30.005510330200195)  --> STEP: 1 | > loss_disc: 2.286006450653076 (2.286006450653076) | > loss_disc_real_0: 0.10646338015794754 (0.10646338015794754) | > loss_disc_real_1: 0.12434077262878418 (0.12434077262878418) | > loss_disc_real_2: 0.1573439985513687 (0.1573439985513687) | > loss_disc_real_3: 0.27409565448760986 (0.27409565448760986) | > loss_disc_real_4: 0.3007352948188782 (0.3007352948188782) | > loss_disc_real_5: 0.2542822062969208 (0.2542822062969208) | > loss_0: 2.286006450653076 (2.286006450653076) | > loss_gen: 2.3628733158111572 (2.3628733158111572) | > loss_kl: 2.25008225440979 (2.25008225440979) | > loss_feat: 6.147499084472656 (6.147499084472656) | > loss_mel: 18.20770835876465 (18.20770835876465) | > loss_duration: 2.3478167057037354 (2.3478167057037354) | > loss_1: 31.31597900390625 (31.31597900390625)  --> STEP: 2 | > loss_disc: 2.0737531185150146 (2.1798797845840454) | > loss_disc_real_0: 0.06805803626775742 (0.08726070821285248) | > loss_disc_real_1: 0.13385029137134552 (0.12909553200006485) | > loss_disc_real_2: 0.26581454277038574 (0.21157927066087723) | > loss_disc_real_3: 0.2929750382900238 (0.28353534638881683) | > loss_disc_real_4: 0.2194225937128067 (0.26007894426584244) | > loss_disc_real_5: 0.18310126662254333 (0.21869173645973206) | > loss_0: 2.0737531185150146 (2.1798797845840454) | > loss_gen: 2.681493043899536 (2.5221831798553467) | > loss_kl: 2.611912488937378 (2.430997371673584) | > loss_feat: 5.90478515625 (6.026142120361328) | > loss_mel: 19.191274642944336 (18.699491500854492) | > loss_duration: 2.4671974182128906 (2.407507061958313) | > loss_1: 32.856666564941406 (32.08632278442383)  --> STEP: 3 | > loss_disc: 2.415794849395752 (2.2585181395212808) | > loss_disc_real_0: 0.135166198015213 (0.10322920481363933) | > loss_disc_real_1: 0.19979077577590942 (0.15266061325867972) | > loss_disc_real_2: 0.2650970220565796 (0.22941852112611136) | > loss_disc_real_3: 0.3018648624420166 (0.28964518507321674) | > loss_disc_real_4: 0.27536383271217346 (0.26517390708128613) | > loss_disc_real_5: 0.2826387584209442 (0.24000741044680277) | > loss_0: 2.415794849395752 (2.2585181395212808) | > loss_gen: 2.557081699371338 (2.5338160196940103) | > loss_kl: 2.35557222366333 (2.405855655670166) | > loss_feat: 6.004154682159424 (6.018812974294026) | > loss_mel: 17.252443313598633 (18.21714210510254) | > loss_duration: 2.214369297027588 (2.3431278069814048) | > loss_1: 30.383621215820312 (31.518755594889324)  --> STEP: 4 | > loss_disc: 2.1889941692352295 (2.241137146949768) | > loss_disc_real_0: 0.12091098725795746 (0.10764965042471886) | > loss_disc_real_1: 0.1436690092086792 (0.15041271224617958) | > loss_disc_real_2: 0.22189560532569885 (0.22753779217600822) | > loss_disc_real_3: 0.2735798954963684 (0.28562886267900467) | > loss_disc_real_4: 0.2292572408914566 (0.25619474053382874) | > loss_disc_real_5: 0.23422789573669434 (0.23856253176927567) | > loss_0: 2.1889941692352295 (2.241137146949768) | > loss_gen: 2.6270694732666016 (2.557129383087158) | > loss_kl: 2.6207473278045654 (2.459578573703766) | > loss_feat: 8.410600662231445 (6.616759896278381) | > loss_mel: 19.27113151550293 (18.480639457702637) | > loss_duration: 2.277956962585449 (2.3268350958824158) | > loss_1: 35.2075080871582 (32.44094371795654)  --> STEP: 5 | > loss_disc: 2.210934638977051 (2.235096645355225) | > loss_disc_real_0: 0.12174136191606522 (0.11046799272298813) | > loss_disc_real_1: 0.2047031670808792 (0.1612708032131195) | > loss_disc_real_2: 0.19487427175045013 (0.2210050880908966) | > loss_disc_real_3: 0.24007397890090942 (0.2765178859233856) | > loss_disc_real_4: 0.26181524991989136 (0.25731884241104125) | > loss_disc_real_5: 0.2511861026287079 (0.2410872459411621) | > loss_0: 2.210934638977051 (2.235096645355225) | > loss_gen: 2.712606191635132 (2.588224744796753) | > loss_kl: 2.3626601696014404 (2.4401948928833006) | > loss_feat: 7.552654266357422 (6.80393877029419) | > loss_mel: 21.54688262939453 (19.093888092041016) | > loss_duration: 2.4068970680236816 (2.342847490310669) | > loss_1: 36.58169937133789 (33.26909484863281)  --> STEP: 6 | > loss_disc: 2.405485153198242 (2.2634947299957275) | > loss_disc_real_0: 0.06944957375526428 (0.10363158956170082) | > loss_disc_real_1: 0.18804319202899933 (0.16573286801576614) | > loss_disc_real_2: 0.2819328010082245 (0.23115970691045126) | > loss_disc_real_3: 0.28227803111076355 (0.2774779101212819) | > loss_disc_real_4: 0.296798437833786 (0.2638987749814987) | > loss_disc_real_5: 0.31563282012939453 (0.2535115083058675) | > loss_0: 2.405485153198242 (2.2634947299957275) | > loss_gen: 2.5687789916992188 (2.584983785947164) | > loss_kl: 2.756417751312256 (2.49289870262146) | > loss_feat: 6.4111528396606445 (6.738474448521932) | > loss_mel: 19.55270767211914 (19.170358022054035) | > loss_duration: 2.142754554748535 (2.30949866771698) | > loss_1: 33.43181228637695 (33.29621442159017)  --> STEP: 7 | > loss_disc: 2.1945443153381348 (2.2536446707589284) | > loss_disc_real_0: 0.1405501663684845 (0.10890567196266991) | > loss_disc_real_1: 0.18084491789340973 (0.16789173228400095) | > loss_disc_real_2: 0.21374568343162537 (0.228671989270619) | > loss_disc_real_3: 0.2342395931482315 (0.27130100769656046) | > loss_disc_real_4: 0.18042173981666565 (0.25197348424366545) | > loss_disc_real_5: 0.20288848876953125 (0.2462796483721052) | > loss_0: 2.1945443153381348 (2.2536446707589284) | > loss_gen: 2.346662759780884 (2.550937925066267) | > loss_kl: 3.5227620601654053 (2.640022039413452) | > loss_feat: 7.0174174308776855 (6.778323446001325) | > loss_mel: 20.40418243408203 (19.34661865234375) | > loss_duration: 2.416903018951416 (2.3248421464647566) | > loss_1: 35.70793151855469 (33.64074543544224)  --> STEP: 8 | > loss_disc: 2.378321647644043 (2.269229292869568) | > loss_disc_real_0: 0.16209790110588074 (0.11555470060557127) | > loss_disc_real_1: 0.1870211809873581 (0.17028291337192059) | > loss_disc_real_2: 0.2124604880809784 (0.2266455516219139) | > loss_disc_real_3: 0.25021857023239136 (0.2686657030135393) | > loss_disc_real_4: 0.2098265290260315 (0.2467051148414612) | > loss_disc_real_5: 0.24385450780391693 (0.24597650580108166) | > loss_0: 2.378321647644043 (2.269229292869568) | > loss_gen: 2.378683090209961 (2.5294060707092285) | > loss_kl: 2.6314284801483154 (2.63894784450531) | > loss_feat: 8.802078247070312 (7.031292796134949) | > loss_mel: 19.804443359375 (19.403846740722656) | > loss_duration: 2.2220633029937744 (2.311994791030884) | > loss_1: 35.83869552612305 (33.915489196777344)  --> STEP: 9 | > loss_disc: 2.439373731613159 (2.288134230507745) | > loss_disc_real_0: 0.11344203352928162 (0.11531995981931686) | > loss_disc_real_1: 0.16668452322483063 (0.16988309224446616) | > loss_disc_real_2: 0.2358223795890808 (0.22766519917382133) | > loss_disc_real_3: 0.2609403729438782 (0.2678073330057992) | > loss_disc_real_4: 0.33578506112098694 (0.2566028866502974) | > loss_disc_real_5: 0.25028514862060547 (0.24645524389213985) | > loss_0: 2.439373731613159 (2.288134230507745) | > loss_gen: 2.5039103031158447 (2.526573207643297) | > loss_kl: 2.3338029384613037 (2.6050428549448648) | > loss_feat: 12.278164863586426 (7.614278581407335) | > loss_mel: 19.5977783203125 (19.425394694010418) | > loss_duration: 2.091968059539795 (2.287547376420763) | > loss_1: 38.805625915527344 (34.4588377210829)  --> STEP: 10 | > loss_disc: 2.233116626739502 (2.2826324701309204) | > loss_disc_real_0: 0.1203538104891777 (0.11582334488630294) | > loss_disc_real_1: 0.18006658554077148 (0.17090144157409667) | > loss_disc_real_2: 0.22704052925109863 (0.22760273218154908) | > loss_disc_real_3: 0.2460230439901352 (0.2656289041042328) | > loss_disc_real_4: 0.24352051317691803 (0.2552946493029594) | > loss_disc_real_5: 0.26580843329429626 (0.2483905628323555) | > loss_0: 2.233116626739502 (2.2826324701309204) | > loss_gen: 2.6435794830322266 (2.53827383518219) | > loss_kl: 2.6044840812683105 (2.6049869775772097) | > loss_feat: 7.046850204467773 (7.5575357437133786) | > loss_mel: 20.775758743286133 (19.56043109893799) | > loss_duration: 2.2912652492523193 (2.2879191637039185) | > loss_1: 35.361934661865234 (34.54914741516113)  --> STEP: 11 | > loss_disc: 2.0187149047851562 (2.2586399641903965) | > loss_disc_real_0: 0.10312354564666748 (0.11466881768269972) | > loss_disc_real_1: 0.11171212047338486 (0.1655205942013047) | > loss_disc_real_2: 0.29341742396354675 (0.2335858859799125) | > loss_disc_real_3: 0.23443898558616638 (0.26279345696622675) | > loss_disc_real_4: 0.18292780220508575 (0.24871584502133456) | > loss_disc_real_5: 0.14116840064525604 (0.23864309354261917) | > loss_0: 2.0187149047851562 (2.2586399641903965) | > loss_gen: 2.836483955383301 (2.5653838461095635) | > loss_kl: 2.3084022998809814 (2.5780247341502798) | > loss_feat: 8.960769653320312 (7.685102462768555) | > loss_mel: 18.717063903808594 (19.483761353926226) | > loss_duration: 2.394960880279541 (2.2976502288471568) | > loss_1: 35.217681884765625 (34.609923276034266)  --> STEP: 12 | > loss_disc: 2.2596144676208496 (2.258721172809601) | > loss_disc_real_0: 0.1270889937877655 (0.11570383235812187) | > loss_disc_real_1: 0.13795708119869232 (0.16322363478442034) | > loss_disc_real_2: 0.20292453467845917 (0.23103077337145805) | > loss_disc_real_3: 0.2608502507209778 (0.262631523112456) | > loss_disc_real_4: 0.20921671390533447 (0.24542425076166788) | > loss_disc_real_5: 0.23216485977172852 (0.2381032407283783) | > loss_0: 2.2596144676208496 (2.258721172809601) | > loss_gen: 2.265380620956421 (2.5403835773468018) | > loss_kl: 1.9069294929504395 (2.5221001307169595) | > loss_feat: 6.609809875488281 (7.595494747161865) | > loss_mel: 19.72824478149414 (19.504134972890217) | > loss_duration: 2.2565627098083496 (2.294226268927256) | > loss_1: 32.76692581176758 (34.45634015401205)  --> STEP: 13 | > loss_disc: 2.0913963317871094 (2.2458500311924863) | > loss_disc_real_0: 0.11381129920482635 (0.11555825288479145) | > loss_disc_real_1: 0.17112471163272858 (0.1638314099265979) | > loss_disc_real_2: 0.20076456665992737 (0.22870260362441724) | > loss_disc_real_3: 0.2423311173915863 (0.2610699534416199) | > loss_disc_real_4: 0.15136732161045074 (0.2381891023654204) | > loss_disc_real_5: 0.1264847069978714 (0.22951719967218545) | > loss_0: 2.0913963317871094 (2.2458500311924863) | > loss_gen: 2.538235902786255 (2.540218371611375) | > loss_kl: 2.702524423599243 (2.535978922477135) | > loss_feat: 8.504721641540527 (7.665435277498686) | > loss_mel: 17.609844207763672 (19.358420298649715) | > loss_duration: 2.1640594005584717 (2.284213432898888) | > loss_1: 33.519386291503906 (34.384266779972954)  --> STEP: 14 | > loss_disc: 2.2640256881713867 (2.247148292405265) | > loss_disc_real_0: 0.11198300123214722 (0.11530287776674543) | > loss_disc_real_1: 0.12574206292629242 (0.16111074228371894) | > loss_disc_real_2: 0.20915023982524872 (0.2273060062101909) | > loss_disc_real_3: 0.23593005537986755 (0.259274246437209) | > loss_disc_real_4: 0.22062155604362488 (0.2369342776281493) | > loss_disc_real_5: 0.29662758111953735 (0.2343107983469963) | > loss_0: 2.2640256881713867 (2.247148292405265) | > loss_gen: 2.5320563316345215 (2.5396353687558855) | > loss_kl: 2.755460739135742 (2.551656195095607) | > loss_feat: 7.68412446975708 (7.6667702198028564) | > loss_mel: 19.426841735839844 (19.363307544163295) | > loss_duration: 2.3878579139709473 (2.291616610118321) | > loss_1: 34.78634262084961 (34.41298648289271)  --> STEP: 15 | > loss_disc: 2.434908628463745 (2.2596656481424966) | > loss_disc_real_0: 0.11865271627902985 (0.11552620033423106) | > loss_disc_real_1: 0.19360363483428955 (0.16327693512042363) | > loss_disc_real_2: 0.3065730631351471 (0.23259047667185465) | > loss_disc_real_3: 0.2994306683540344 (0.261951341231664) | > loss_disc_real_4: 0.2201552391052246 (0.23581567505995432) | > loss_disc_real_5: 0.2243124097585678 (0.23364423910776774) | > loss_0: 2.434908628463745 (2.2596656481424966) | > loss_gen: 2.4417736530303955 (2.533111254374186) | > loss_kl: 2.8564863204956055 (2.571978203455607) | > loss_feat: 7.767270565032959 (7.673470242818197) | > loss_mel: 19.09320068359375 (19.345300420125326) | > loss_duration: 2.386733055114746 (2.297957706451416) | > loss_1: 34.54546356201172 (34.421818288167316)  --> STEP: 16 | > loss_disc: 2.5916366577148438 (2.2804138362407684) | > loss_disc_real_0: 0.16995567083358765 (0.11892804224044085) | > loss_disc_real_1: 0.16720624268054962 (0.1635225168429315) | > loss_disc_real_2: 0.28125739097595215 (0.23563215881586075) | > loss_disc_real_3: 0.3486407697200775 (0.26736943051218987) | > loss_disc_real_4: 0.273262083530426 (0.2381560755893588) | > loss_disc_real_5: 0.30968204140663147 (0.23839660175144672) | > loss_0: 2.5916366577148438 (2.2804138362407684) | > loss_gen: 2.554399251937866 (2.534441754221916) | > loss_kl: 2.639364242553711 (2.5761898308992386) | > loss_feat: 6.0806169509887695 (7.573916912078857) | > loss_mel: 16.931028366088867 (19.194408416748047) | > loss_duration: 2.357043743133545 (2.301650583744049) | > loss_1: 30.56245231628418 (34.18060791492462)  --> STEP: 17 | > loss_disc: 2.515714645385742 (2.29425506030812) | > loss_disc_real_0: 0.09718303382396698 (0.11764892409829532) | > loss_disc_real_1: 0.15132209658622742 (0.1628048450631254) | > loss_disc_real_2: 0.2779344320297241 (0.23812052782844095) | > loss_disc_real_3: 0.3231672942638397 (0.2706516577916987) | > loss_disc_real_4: 0.28067252039909363 (0.2406570429311079) | > loss_disc_real_5: 0.3327755331993103 (0.24394830360132105) | > loss_0: 2.515714645385742 (2.29425506030812) | > loss_gen: 2.5513916015625 (2.53543880406548) | > loss_kl: 1.8719230890274048 (2.534762375495013) | > loss_feat: 6.8236870765686035 (7.529785745284137) | > loss_mel: 19.119243621826172 (19.18998695822323) | > loss_duration: 2.386967182159424 (2.3066692071802475) | > loss_1: 32.753211975097656 (34.09664344787598)  --> STEP: 18 | > loss_disc: 1.8772623538970947 (2.271088798840841) | > loss_disc_real_0: 0.05680239945650101 (0.11426856161819564) | > loss_disc_real_1: 0.14952485263347626 (0.16206706770592266) | > loss_disc_real_2: 0.1438651829957962 (0.2328841197821829) | > loss_disc_real_3: 0.22836221754550934 (0.26830224444468814) | > loss_disc_real_4: 0.17548425495624542 (0.23703633248806) | > loss_disc_real_5: 0.16947194933891296 (0.2398107283645206) | > loss_0: 1.8772623538970947 (2.271088798840841) | > loss_gen: 2.5690836906433105 (2.537307964430915) | > loss_kl: 2.955397367477417 (2.5581309861607022) | > loss_feat: 9.439390182495117 (7.635874880684747) | > loss_mel: 19.72701072692871 (19.219821612040203) | > loss_duration: 2.27170991897583 (2.3047270245022244) | > loss_1: 36.96259307861328 (34.255862871805824)  --> STEP: 19 | > loss_disc: 2.7447445392608643 (2.2960180483366313) | > loss_disc_real_0: 0.24243655800819397 (0.12101424563872187) | > loss_disc_real_1: 0.2492622584104538 (0.16665628826931903) | > loss_disc_real_2: 0.2840777337551117 (0.2355785205176002) | > loss_disc_real_3: 0.34329378604888916 (0.2722491676870145) | > loss_disc_real_4: 0.24752026796340942 (0.23758811856570997) | > loss_disc_real_5: 0.24958114326000214 (0.2403249607274407) | > loss_0: 2.7447445392608643 (2.2960180483366313) | > loss_gen: 2.3105978965759277 (2.525375855596442) | > loss_kl: 2.036612033843994 (2.5306826202492965) | > loss_feat: 4.918970584869385 (7.492879917747096) | > loss_mel: 16.604726791381836 (19.082185042531865) | > loss_duration: 2.285207748413086 (2.3036996941817436) | > loss_1: 28.156116485595703 (33.93482358832108)  --> STEP: 20 | > loss_disc: 2.519146680831909 (2.3071744799613954) | > loss_disc_real_0: 0.15304479002952576 (0.12261577285826206) | > loss_disc_real_1: 0.19412323832511902 (0.16802963577210903) | > loss_disc_real_2: 0.3056286573410034 (0.23908102735877038) | > loss_disc_real_3: 0.21110613644123077 (0.2691920161247253) | > loss_disc_real_4: 0.2688796818256378 (0.23915269672870637) | > loss_disc_real_5: 0.24284727871418 (0.24045107662677764) | > loss_0: 2.519146680831909 (2.3071744799613954) | > loss_gen: 2.4418046474456787 (2.521197295188904) | > loss_kl: 2.3644320964813232 (2.5223700940608977) | > loss_feat: 6.779462814331055 (7.457209062576294) | > loss_mel: 20.84970474243164 (19.17056102752685) | > loss_duration: 2.281296730041504 (2.3025795459747314) | > loss_1: 34.716697692871094 (33.97391729354858)  --> STEP: 21 | > loss_disc: 2.3241584300994873 (2.3079832394917807) | > loss_disc_real_0: 0.1271960735321045 (0.12283388241415932) | > loss_disc_real_1: 0.16256116330623627 (0.16776923232135318) | > loss_disc_real_2: 0.31946131587028503 (0.24290866014503298) | > loss_disc_real_3: 0.2938939929008484 (0.27036830073311213) | > loss_disc_real_4: 0.21416185796260834 (0.2379626567874636) | > loss_disc_real_5: 0.23627744615077972 (0.2402523323183968) | > loss_0: 2.3241584300994873 (2.3079832394917807) | > loss_gen: 2.5635576248168945 (2.5232144537426175) | > loss_kl: 3.197664737701416 (2.5545269818533036) | > loss_feat: 6.208109378814697 (7.3977281252543134) | > loss_mel: 18.55571174621582 (19.14128249032156) | > loss_duration: 2.138972759246826 (2.294788746606736) | > loss_1: 32.66401672363281 (33.91154107593355)  --> STEP: 22 | > loss_disc: 2.379573345184326 (2.311237335205078) | > loss_disc_real_0: 0.07966184616088867 (0.12087151712991974) | > loss_disc_real_1: 0.12064382433891296 (0.16562716832215135) | > loss_disc_real_2: 0.23878946900367737 (0.24272142418406226) | > loss_disc_real_3: 0.3051482141017914 (0.27194920588623395) | > loss_disc_real_4: 0.3038825988769531 (0.2409590177915313) | > loss_disc_real_5: 0.34920740127563477 (0.2452048354528167) | > loss_0: 2.379573345184326 (2.311237335205078) | > loss_gen: 2.72465181350708 (2.532370697368275) | > loss_kl: 1.9318917989730835 (2.526225382631475) | > loss_feat: 7.97664737701416 (7.424042636697942) | > loss_mel: 17.882780075073242 (19.084077835083004) | > loss_duration: 2.180173873901367 (2.289578979665583) | > loss_1: 32.696144104003906 (33.85629575902765)  --> STEP: 23 | > loss_disc: 2.206235885620117 (2.306672054788341) | > loss_disc_real_0: 0.13763000071048737 (0.121600146850814) | > loss_disc_real_1: 0.21832339465618134 (0.16791830859754397) | > loss_disc_real_2: 0.22230806946754456 (0.24183388702247455) | > loss_disc_real_3: 0.3043646812438965 (0.27335857438004535) | > loss_disc_real_4: 0.21571771800518036 (0.23986156997473343) | > loss_disc_real_5: 0.21347764134407043 (0.2438253922306973) | > loss_0: 2.206235885620117 (2.306672054788341) | > loss_gen: 2.7466132640838623 (2.5416855915733008) | > loss_kl: 2.232588768005371 (2.5134585732999057) | > loss_feat: 6.7070112228393555 (7.392867357834525) | > loss_mel: 19.491168975830078 (19.101777449898094) | > loss_duration: 2.262967348098755 (2.2884219522061557) | > loss_1: 33.44034957885742 (33.838211142498515)  --> STEP: 24 | > loss_disc: 2.3506762981414795 (2.308505564928055) | > loss_disc_real_0: 0.12201976776123047 (0.12161763105541468) | > loss_disc_real_1: 0.24143077433109283 (0.1709813280031085) | > loss_disc_real_2: 0.29763302206993103 (0.24415885098278522) | > loss_disc_real_3: 0.2539917826652527 (0.27255162472526234) | > loss_disc_real_4: 0.2656845152378082 (0.24093752602736154) | > loss_disc_real_5: 0.2293848991394043 (0.24322370501856008) | > loss_0: 2.3506762981414795 (2.308505564928055) | > loss_gen: 2.7598681449890137 (2.5507765312989554) | > loss_kl: 1.8855702877044678 (2.487296561400096) | > loss_feat: 8.304404258728027 (7.430848062038422) | > loss_mel: 18.53074836730957 (19.077984571456906) | > loss_duration: 2.3696765899658203 (2.2918075621128087) | > loss_1: 33.85026550292969 (33.83871340751648)  --> STEP: 25 | > loss_disc: 2.4491333961486816 (2.31413067817688) | > loss_disc_real_0: 0.15194688737392426 (0.12283080130815506) | > loss_disc_real_1: 0.16264376044273376 (0.1706478253006935) | > loss_disc_real_2: 0.24058541655540466 (0.24401591360569) | > loss_disc_real_3: 0.3066553473472595 (0.2739157736301422) | > loss_disc_real_4: 0.22492684423923492 (0.2402970987558365) | > loss_disc_real_5: 0.23864322900772095 (0.24304048597812652) | > loss_0: 2.4491333961486816 (2.31413067817688) | > loss_gen: 2.406637191772461 (2.5450109577178956) | > loss_kl: 3.00934100151062 (2.508178339004517) | > loss_feat: 8.105792999267578 (7.457845859527588) | > loss_mel: 17.96158790588379 (19.03332870483398) | > loss_duration: 2.334094285964966 (2.293499031066895) | > loss_1: 33.81745147705078 (33.83786293029785)  --> STEP: 26 | > loss_disc: 2.504213571548462 (2.3214415586911716) | > loss_disc_real_0: 0.16792641580104828 (0.12456524801942018) | > loss_disc_real_1: 0.18087917566299438 (0.17104133877616662) | > loss_disc_real_2: 0.17100708186626434 (0.2412078816157121) | > loss_disc_real_3: 0.1899297535419464 (0.2706855420882885) | > loss_disc_real_4: 0.225646510720253 (0.23973361460062173) | > loss_disc_real_5: 0.14882208406925201 (0.23941670128932366) | > loss_0: 2.504213571548462 (2.3214415586911716) | > loss_gen: 2.334775447845459 (2.5369249765689554) | > loss_kl: 2.151942014694214 (2.494476941915659) | > loss_feat: 11.995978355407715 (7.632389417061439) | > loss_mel: 20.422399520874023 (19.086754505450905) | > loss_duration: 2.2517571449279785 (2.291893573907706) | > loss_1: 39.15685272216797 (34.042439460754395) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023306608200073242 (+4.104467538686889e-05) | > avg_loss_disc: 2.3214415586911716 (-0.019879336540515435) | > avg_loss_disc_real_0: 0.12456524801942018 (+0.027207316257632688) | > avg_loss_disc_real_1: 0.17104133877616662 (-0.1313297040760517) | > avg_loss_disc_real_2: 0.2412078816157121 (-0.005887602384273799) | > avg_loss_disc_real_3: 0.2706855420882885 (+0.039540955080435786) | > avg_loss_disc_real_4: 0.23973361460062173 (+0.008090109779284538) | > avg_loss_disc_real_5: 0.23941670128932366 (-0.0069895249146681715) | > avg_loss_0: 2.3214415586911716 (-0.019879336540515435) | > avg_loss_gen: 2.5369249765689554 (-0.17161023616790771) | > avg_loss_kl: 2.494476941915659 (+0.024590923235966677) | > avg_loss_feat: 7.632389417061439 (-0.0327553015488844) | > avg_loss_mel: 19.086754505450905 (-0.22264524606558211) | > avg_loss_duration: 2.291893573907706 (-0.005024506495548309) | > avg_loss_1: 34.042439460754395 (-0.4074440002441406)  > EPOCH: 245/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:42:33)   --> TIME: 2024-06-11 01:42:43 -- STEP: 24/330 -- GLOBAL_STEP: 168875 | > loss_disc: 2.3860373497009277 (2.316047757863998) | > loss_disc_real_0: 0.08553039282560349 (0.1095770406536758) | > loss_disc_real_1: 0.16400988399982452 (0.19928712770342827) | > loss_disc_real_2: 0.20998863875865936 (0.21624928837021193) | > loss_disc_real_3: 0.23858895897865295 (0.23032976190249124) | > loss_disc_real_4: 0.2115158885717392 (0.22256703736881414) | > loss_disc_real_5: 0.2080085724592209 (0.21795714211960635) | > loss_0: 2.3860373497009277 (2.316047757863998) | > grad_norm_0: tensor(22.2589, device='cuda:0') (tensor(9.2218, device='cuda:0')) | > loss_gen: 2.4961724281311035 (2.542605231205622) | > loss_kl: 1.9108139276504517 (1.717264508207639) | > loss_feat: 7.176112174987793 (7.198214073975881) | > loss_mel: 19.496971130371094 (19.130016644795734) | > loss_duration: 2.0356719493865967 (2.130152071515719) | > loss_1: 33.11574172973633 (32.71825257937113) | > grad_norm_1: tensor(147.5882, device='cuda:0') (tensor(111.3027, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3526 (0.34946442643801373) | > loader_time: 0.0032 (0.003171722094217936)  --> TIME: 2024-06-11 01:42:52 -- STEP: 49/330 -- GLOBAL_STEP: 168900 | > loss_disc: 2.3592891693115234 (2.295372427726278) | > loss_disc_real_0: 0.08196913450956345 (0.10947881616195854) | > loss_disc_real_1: 0.2278098613023758 (0.19995025895079788) | > loss_disc_real_2: 0.21338650584220886 (0.21449481194116632) | > loss_disc_real_3: 0.21145714819431305 (0.22631309287888662) | > loss_disc_real_4: 0.2088484764099121 (0.22131601249685093) | > loss_disc_real_5: 0.20627449452877045 (0.21291959316146616) | > loss_0: 2.3592891693115234 (2.295372427726278) | > grad_norm_0: tensor(11.8416, device='cuda:0') (tensor(8.2882, device='cuda:0')) | > loss_gen: 2.4789793491363525 (2.567091659623748) | > loss_kl: 1.9429504871368408 (1.7524032008891204) | > loss_feat: 6.6703715324401855 (7.278516798603292) | > loss_mel: 19.0236873626709 (19.04499633944764) | > loss_duration: 1.9644711017608643 (2.078479387322251) | > loss_1: 32.08045959472656 (32.7214872399155) | > grad_norm_1: tensor(93.0108, device='cuda:0') (tensor(97.4838, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3507 (0.3560138527227908) | > loader_time: 0.0033 (0.0033160277775355746)  --> TIME: 2024-06-11 01:43:01 -- STEP: 74/330 -- GLOBAL_STEP: 168925 | > loss_disc: 2.2569730281829834 (2.3063616881499414) | > loss_disc_real_0: 0.10387617349624634 (0.11136543977300863) | > loss_disc_real_1: 0.2565838396549225 (0.19910600741167328) | > loss_disc_real_2: 0.25171658396720886 (0.2154229621629457) | > loss_disc_real_3: 0.18452370166778564 (0.2273655070646389) | > loss_disc_real_4: 0.19712410867214203 (0.2216529411238593) | > loss_disc_real_5: 0.20531272888183594 (0.21365670738993464) | > loss_0: 2.2569730281829834 (2.3063616881499414) | > grad_norm_0: tensor(20.3081, device='cuda:0') (tensor(8.4747, device='cuda:0')) | > loss_gen: 2.524306297302246 (2.5610453470333194) | > loss_kl: 2.065472364425659 (1.7700797142209233) | > loss_feat: 7.26718807220459 (7.344984756933676) | > loss_mel: 19.053640365600586 (19.104528633323877) | > loss_duration: 1.9602974653244019 (2.0598079658843376) | > loss_1: 32.87090301513672 (32.84044624019314) | > grad_norm_1: tensor(234.6686, device='cuda:0') (tensor(99.5496, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3657 (0.35867630146645213) | > loader_time: 0.0035 (0.0034369520238927893)  --> TIME: 2024-06-11 01:43:11 -- STEP: 99/330 -- GLOBAL_STEP: 168950 | > loss_disc: 2.243335723876953 (2.3003854173602463) | > loss_disc_real_0: 0.09664137661457062 (0.11077115078917657) | > loss_disc_real_1: 0.25148776173591614 (0.1986125632367953) | > loss_disc_real_2: 0.21329744160175323 (0.21550124055809444) | > loss_disc_real_3: 0.22854138910770416 (0.225750687597978) | > loss_disc_real_4: 0.19572919607162476 (0.22099207672807905) | > loss_disc_real_5: 0.19284871220588684 (0.21254652964346338) | > loss_0: 2.243335723876953 (2.3003854173602463) | > grad_norm_0: tensor(4.9395, device='cuda:0') (tensor(8.9215, device='cuda:0')) | > loss_gen: 2.7923948764801025 (2.56635376419684) | > loss_kl: 1.6302846670150757 (1.7631730371051364) | > loss_feat: 7.3627400398254395 (7.333646095160282) | > loss_mel: 18.49894142150879 (19.032909431842832) | > loss_duration: 2.0482332706451416 (2.056014487237643) | > loss_1: 32.33259582519531 (32.75209673486573) | > grad_norm_1: tensor(167.7826, device='cuda:0') (tensor(106.3935, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3797 (0.3607490737028796) | > loader_time: 0.0038 (0.00355017546451453)  --> TIME: 2024-06-11 01:43:20 -- STEP: 124/330 -- GLOBAL_STEP: 168975 | > loss_disc: 2.2798867225646973 (2.2993796929236363) | > loss_disc_real_0: 0.08407548815011978 (0.11187258612124189) | > loss_disc_real_1: 0.1417783498764038 (0.1983921365632165) | > loss_disc_real_2: 0.21087513864040375 (0.21448449802494818) | > loss_disc_real_3: 0.22061307728290558 (0.22563243453060428) | > loss_disc_real_4: 0.19895444810390472 (0.22124128235924628) | > loss_disc_real_5: 0.21130526065826416 (0.212256972828219) | > loss_0: 2.2798867225646973 (2.2993796929236363) | > grad_norm_0: tensor(6.0108, device='cuda:0') (tensor(9.5346, device='cuda:0')) | > loss_gen: 2.4518470764160156 (2.5620941289009598) | > loss_kl: 1.8663392066955566 (1.7600919777347195) | > loss_feat: 8.26249885559082 (7.343435233639132) | > loss_mel: 19.67494010925293 (19.023659183133024) | > loss_duration: 2.074704647064209 (2.056493261168082) | > loss_1: 34.330326080322266 (32.745773761503145) | > grad_norm_1: tensor(160.8463, device='cuda:0') (tensor(114.7468, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.378 (0.36248489349119123) | > loader_time: 0.0039 (0.003635031561697683)  --> TIME: 2024-06-11 01:43:30 -- STEP: 149/330 -- GLOBAL_STEP: 169000 | > loss_disc: 2.240922451019287 (2.3003381754727954) | > loss_disc_real_0: 0.09246297180652618 (0.11222650213229576) | > loss_disc_real_1: 0.2100224494934082 (0.19790509223137925) | > loss_disc_real_2: 0.22909855842590332 (0.2139861403695689) | > loss_disc_real_3: 0.19780965149402618 (0.22585972373517568) | > loss_disc_real_4: 0.19645245373249054 (0.22119925476160626) | > loss_disc_real_5: 0.21195721626281738 (0.21319708258113604) | > loss_0: 2.240922451019287 (2.3003381754727954) | > grad_norm_0: tensor(8.4222, device='cuda:0') (tensor(11.0650, device='cuda:0')) | > loss_gen: 2.5494704246520996 (2.556427299576318) | > loss_kl: 1.9071896076202393 (1.7596372269944056) | > loss_feat: 7.367374420166016 (7.345365623499723) | > loss_mel: 19.60455894470215 (19.01043368345938) | > loss_duration: 2.07711124420166 (2.0576480523051845) | > loss_1: 33.505706787109375 (32.729511837031204) | > grad_norm_1: tensor(205.4455, device='cuda:0') (tensor(134.2035, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3635 (0.36492057934703437) | > loader_time: 0.0043 (0.0037134141729982108) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_169000.pth  --> TIME: 2024-06-11 01:43:44 -- STEP: 174/330 -- GLOBAL_STEP: 169025 | > loss_disc: 2.342869281768799 (2.3001314648266473) | > loss_disc_real_0: 0.08471588790416718 (0.11224975297762745) | > loss_disc_real_1: 0.19696015119552612 (0.19823567029731026) | > loss_disc_real_2: 0.1827412247657776 (0.2138912435406926) | > loss_disc_real_3: 0.23253846168518066 (0.22611074200991926) | > loss_disc_real_4: 0.24145039916038513 (0.2216003777823229) | > loss_disc_real_5: 0.21250228583812714 (0.21256819341717095) | > loss_0: 2.342869281768799 (2.3001314648266473) | > grad_norm_0: tensor(9.7197, device='cuda:0') (tensor(11.9127, device='cuda:0')) | > loss_gen: 2.4279730319976807 (2.5585399975721863) | > loss_kl: 1.8794053792953491 (1.766123769612148) | > loss_feat: 6.659000873565674 (7.364016088946112) | > loss_mel: 18.208824157714844 (18.970592389161546) | > loss_duration: 2.1415843963623047 (2.0611018161664068) | > loss_1: 31.316787719726562 (32.720373953895994) | > grad_norm_1: tensor(116.2659, device='cuda:0') (tensor(151.3919, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3751 (0.3682045251473613) | > loader_time: 0.0048 (0.003834684689839681)  --> TIME: 2024-06-11 01:43:54 -- STEP: 199/330 -- GLOBAL_STEP: 169050 | > loss_disc: 2.2746763229370117 (2.299891613236621) | > loss_disc_real_0: 0.10071439296007156 (0.11236860949415059) | > loss_disc_real_1: 0.14995630085468292 (0.1988237170717824) | > loss_disc_real_2: 0.21901363134384155 (0.21402383883993828) | > loss_disc_real_3: 0.19143693149089813 (0.22578097086156432) | > loss_disc_real_4: 0.2325030118227005 (0.22105471767372822) | > loss_disc_real_5: 0.18079312145709991 (0.2123484766513259) | > loss_0: 2.2746763229370117 (2.299891613236621) | > grad_norm_0: tensor(11.6440, device='cuda:0') (tensor(14.0241, device='cuda:0')) | > loss_gen: 2.5164153575897217 (2.5607970970958935) | > loss_kl: 1.7168978452682495 (1.7682121351136635) | > loss_feat: 6.893633842468262 (7.372213440324793) | > loss_mel: 18.272348403930664 (18.933087142867652) | > loss_duration: 2.169499397277832 (2.067859844945782) | > loss_1: 31.56879425048828 (32.70216958127427) | > grad_norm_1: tensor(494.3297, device='cuda:0') (tensor(171.9636, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.3874 (0.3704530198370392) | > loader_time: 0.0046 (0.003926991218298524)  --> TIME: 2024-06-11 01:44:05 -- STEP: 224/330 -- GLOBAL_STEP: 169075 | > loss_disc: 2.1375033855438232 (2.3017057914819006) | > loss_disc_real_0: 0.06392993032932281 (0.11201448750216514) | > loss_disc_real_1: 0.14700819551944733 (0.19854508267183388) | > loss_disc_real_2: 0.20535320043563843 (0.21415475090699537) | > loss_disc_real_3: 0.23139700293540955 (0.22602235905027815) | > loss_disc_real_4: 0.18462350964546204 (0.22077436785080604) | > loss_disc_real_5: 0.2476300597190857 (0.21321885108149477) | > loss_0: 2.1375033855438232 (2.3017057914819006) | > grad_norm_0: tensor(19.3909, device='cuda:0') (tensor(16.7178, device='cuda:0')) | > loss_gen: 2.9214091300964355 (2.5712674302714222) | > loss_kl: 1.7857078313827515 (1.771866597767387) | > loss_feat: 8.004843711853027 (7.405468434095383) | > loss_mel: 19.68315315246582 (18.88984686136244) | > loss_duration: 2.19256329536438 (2.0742197686008033) | > loss_1: 34.587677001953125 (32.7126689979008) | > grad_norm_1: tensor(272.4999, device='cuda:0') (tensor(181.8091, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.397 (0.37396963366440367) | > loader_time: 0.005 (0.004067286849021911)  --> TIME: 2024-06-11 01:44:15 -- STEP: 249/330 -- GLOBAL_STEP: 169100 | > loss_disc: 2.3413069248199463 (2.3050671227007) | > loss_disc_real_0: 0.11714578419923782 (0.11414352309213106) | > loss_disc_real_1: 0.15872155129909515 (0.19831282498846092) | > loss_disc_real_2: 0.23642800748348236 (0.21397625484380378) | > loss_disc_real_3: 0.23905138671398163 (0.2255991274812614) | > loss_disc_real_4: 0.22319941222667694 (0.22127501421185383) | > loss_disc_real_5: 0.209391251206398 (0.21365353572799498) | > loss_0: 2.3413069248199463 (2.3050671227007) | > grad_norm_0: tensor(42.0015, device='cuda:0') (tensor(19.8559, device='cuda:0')) | > loss_gen: 2.4850544929504395 (2.5742981768994935) | > loss_kl: 1.6740370988845825 (1.7733088166838191) | > loss_feat: 7.329280376434326 (7.4053798736817384) | > loss_mel: 18.64654541015625 (18.84813387614176) | > loss_duration: 2.137986183166504 (2.0812099257626193) | > loss_1: 32.27290344238281 (32.68233057198273) | > grad_norm_1: tensor(493.2301, device='cuda:0') (tensor(202.4335, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.4212 (0.37791074902178295) | > loader_time: 0.0057 (0.004204136300757228)  --> TIME: 2024-06-11 01:44:26 -- STEP: 274/330 -- GLOBAL_STEP: 169125 | > loss_disc: 2.3644168376922607 (2.3077498622184227) | > loss_disc_real_0: 0.11543148756027222 (0.11442655187616818) | > loss_disc_real_1: 0.1740182340145111 (0.19852101960538948) | > loss_disc_real_2: 0.26435616612434387 (0.2139873264806114) | > loss_disc_real_3: 0.25535061955451965 (0.2262309077773651) | > loss_disc_real_4: 0.22029469907283783 (0.22182243964532863) | > loss_disc_real_5: 0.2287549376487732 (0.2140522099976992) | > loss_0: 2.3644168376922607 (2.3077498622184227) | > grad_norm_0: tensor(17.0562, device='cuda:0') (tensor(19.8892, device='cuda:0')) | > loss_gen: 2.5138134956359863 (2.5712998652980286) | > loss_kl: 1.9736847877502441 (1.7808195691909232) | > loss_feat: 7.540705680847168 (7.416375795420069) | > loss_mel: 18.189754486083984 (18.81557391507781) | > loss_duration: 2.1557817459106445 (2.0885320623425665) | > loss_1: 32.373741149902344 (32.67260113597785) | > grad_norm_1: tensor(172.9341, device='cuda:0') (tensor(210.3133, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.4367 (0.3828890384548772) | > loader_time: 0.0059 (0.0043572561584249905)  --> TIME: 2024-06-11 01:44:38 -- STEP: 299/330 -- GLOBAL_STEP: 169150 | > loss_disc: 2.2647809982299805 (2.3087436060442954) | > loss_disc_real_0: 0.09381533414125443 (0.11494643434284124) | > loss_disc_real_1: 0.18594929575920105 (0.19902743653310181) | > loss_disc_real_2: 0.22923646867275238 (0.21396468933609422) | > loss_disc_real_3: 0.21093490719795227 (0.22611878931921062) | > loss_disc_real_4: 0.20628942549228668 (0.2220633641433556) | > loss_disc_real_5: 0.1916775107383728 (0.21415003466366933) | > loss_0: 2.2647809982299805 (2.3087436060442954) | > grad_norm_0: tensor(20.2107, device='cuda:0') (tensor(19.7484, device='cuda:0')) | > loss_gen: 2.4450602531433105 (2.5661708886009396) | > loss_kl: 1.8579225540161133 (1.7864113340409704) | > loss_feat: 7.054641246795654 (7.414994957455026) | > loss_mel: 18.62298583984375 (18.769031843612815) | > loss_duration: 2.2576041221618652 (2.0979802847705935) | > loss_1: 32.23821258544922 (32.63458924947374) | > grad_norm_1: tensor(295.4121, device='cuda:0') (tensor(211.9402, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.468 (0.38872303851073414) | > loader_time: 0.0068 (0.004531811710982817)  --> TIME: 2024-06-11 01:44:52 -- STEP: 324/330 -- GLOBAL_STEP: 169175 | > loss_disc: 2.5648834705352783 (2.3129959172672687) | > loss_disc_real_0: 0.13690991699695587 (0.11621913018371956) | > loss_disc_real_1: 0.27993300557136536 (0.19987029862808592) | > loss_disc_real_2: 0.24350014328956604 (0.21390380535596687) | > loss_disc_real_3: 0.28078529238700867 (0.22609700225753548) | > loss_disc_real_4: 0.3356001377105713 (0.22274149678371566) | > loss_disc_real_5: 0.34587132930755615 (0.2145817445844045) | > loss_0: 2.5648834705352783 (2.3129959172672687) | > grad_norm_0: tensor(23.2474, device='cuda:0') (tensor(20.1546, device='cuda:0')) | > loss_gen: 2.3687729835510254 (2.562636946454461) | > loss_kl: 2.0486373901367188 (1.7931749787595537) | > loss_feat: 8.933160781860352 (7.4675145237534135) | > loss_mel: 16.745346069335938 (18.722516801622167) | > loss_duration: 2.289835214614868 (2.111369865176116) | > loss_1: 32.3857536315918 (32.65721306977445) | > grad_norm_1: tensor(360.7729, device='cuda:0') (tensor(219.6081, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.5924 (0.4008566096976954) | > loader_time: 0.0087 (0.004790566585682056)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.399653434753418 (2.399653434753418) | > loss_disc_real_0: 0.12323086708784103 (0.12323086708784103) | > loss_disc_real_1: 0.2643791139125824 (0.2643791139125824) | > loss_disc_real_2: 0.24772557616233826 (0.24772557616233826) | > loss_disc_real_3: 0.25491395592689514 (0.25491395592689514) | > loss_disc_real_4: 0.21869082748889923 (0.21869082748889923) | > loss_disc_real_5: 0.2508929669857025 (0.2508929669857025) | > loss_0: 2.399653434753418 (2.399653434753418) | > loss_gen: 2.471485137939453 (2.471485137939453) | > loss_kl: 1.5649040937423706 (1.5649040937423706) | > loss_feat: 5.9743332862854 (5.9743332862854) | > loss_mel: 14.975752830505371 (14.975752830505371) | > loss_duration: 2.940298080444336 (2.940298080444336) | > loss_1: 27.926773071289062 (27.926773071289062)  --> STEP: 1 | > loss_disc: 2.2835798263549805 (2.2835798263549805) | > loss_disc_real_0: 0.08434757590293884 (0.08434757590293884) | > loss_disc_real_1: 0.20753686130046844 (0.20753686130046844) | > loss_disc_real_2: 0.205483540892601 (0.205483540892601) | > loss_disc_real_3: 0.19571323692798615 (0.19571323692798615) | > loss_disc_real_4: 0.29255321621894836 (0.29255321621894836) | > loss_disc_real_5: 0.19292223453521729 (0.19292223453521729) | > loss_0: 2.2835798263549805 (2.2835798263549805) | > loss_gen: 2.46842360496521 (2.46842360496521) | > loss_kl: 1.7372156381607056 (1.7372156381607056) | > loss_feat: 7.277065753936768 (7.277065753936768) | > loss_mel: 19.90205192565918 (19.90205192565918) | > loss_duration: 2.3320517539978027 (2.3320517539978027) | > loss_1: 33.7168083190918 (33.7168083190918)  --> STEP: 2 | > loss_disc: 2.0612730979919434 (2.172426462173462) | > loss_disc_real_0: 0.10216965526342392 (0.09325861558318138) | > loss_disc_real_1: 0.19574108719825745 (0.20163897424936295) | > loss_disc_real_2: 0.1776667684316635 (0.19157515466213226) | > loss_disc_real_3: 0.24738647043704987 (0.221549853682518) | > loss_disc_real_4: 0.24398557841777802 (0.2682693973183632) | > loss_disc_real_5: 0.17607182264328003 (0.18449702858924866) | > loss_0: 2.0612730979919434 (2.172426462173462) | > loss_gen: 2.5966033935546875 (2.5325134992599487) | > loss_kl: 2.4589552879333496 (2.0980854630470276) | > loss_feat: 6.712466716766357 (6.9947662353515625) | > loss_mel: 19.962221145629883 (19.93213653564453) | > loss_duration: 2.4809165000915527 (2.4064841270446777) | > loss_1: 34.21116256713867 (33.963985443115234)  --> STEP: 3 | > loss_disc: 2.429211378097534 (2.258021434148153) | > loss_disc_real_0: 0.12110719829797745 (0.1025414764881134) | > loss_disc_real_1: 0.21363931894302368 (0.20563908914724985) | > loss_disc_real_2: 0.25454914569854736 (0.21256648500760397) | > loss_disc_real_3: 0.2691185176372528 (0.23740607500076294) | > loss_disc_real_4: 0.24944235384464264 (0.26199371616045636) | > loss_disc_real_5: 0.29898568987846375 (0.2226599156856537) | > loss_0: 2.429211378097534 (2.258021434148153) | > loss_gen: 2.3898050785064697 (2.4849440256754556) | > loss_kl: 2.4467933177948 (2.214321414629618) | > loss_feat: 4.993768692016602 (6.327767054239909) | > loss_mel: 16.9775390625 (18.94727071126302) | > loss_duration: 2.2579736709594727 (2.356980641682943) | > loss_1: 29.065879821777344 (32.33128356933594)  --> STEP: 4 | > loss_disc: 2.4065186977386475 (2.2951457500457764) | > loss_disc_real_0: 0.09009315073490143 (0.09942939504981041) | > loss_disc_real_1: 0.2438567578792572 (0.2151935063302517) | > loss_disc_real_2: 0.2937816381454468 (0.23287027329206467) | > loss_disc_real_3: 0.2887347340583801 (0.25023823976516724) | > loss_disc_real_4: 0.2254900485277176 (0.25286779925227165) | > loss_disc_real_5: 0.35854849219322205 (0.2566320598125458) | > loss_0: 2.4065186977386475 (2.2951457500457764) | > loss_gen: 2.8188247680664062 (2.5684142112731934) | > loss_kl: 2.6623196601867676 (2.3263209760189056) | > loss_feat: 7.5414605140686035 (6.6311904191970825) | > loss_mel: 18.867666244506836 (18.927369594573975) | > loss_duration: 2.206587791442871 (2.319382429122925) | > loss_1: 34.096858978271484 (32.772677421569824)  --> STEP: 5 | > loss_disc: 2.6038613319396973 (2.3568888664245606) | > loss_disc_real_0: 0.07981282472610474 (0.09550608098506927) | > loss_disc_real_1: 0.3347395062446594 (0.23910270631313324) | > loss_disc_real_2: 0.29076531529426575 (0.24444928169250488) | > loss_disc_real_3: 0.2452080398797989 (0.24923219978809358) | > loss_disc_real_4: 0.25775346159935 (0.2538449317216873) | > loss_disc_real_5: 0.281620591878891 (0.2616297662258148) | > loss_0: 2.6038613319396973 (2.3568888664245606) | > loss_gen: 2.3785812854766846 (2.5304476261138915) | > loss_kl: 2.1718692779541016 (2.295430636405945) | > loss_feat: 5.811012268066406 (6.467154788970947) | > loss_mel: 18.905033111572266 (18.922902297973632) | > loss_duration: 2.3389759063720703 (2.3233011245727537) | > loss_1: 31.605472564697266 (32.53923645019531)  --> STEP: 6 | > loss_disc: 2.55367374420166 (2.389686346054077) | > loss_disc_real_0: 0.07501967996358871 (0.09209168081482251) | > loss_disc_real_1: 0.2738352417945862 (0.24489146222670874) | > loss_disc_real_2: 0.29752713441848755 (0.25329559048016864) | > loss_disc_real_3: 0.3170587718486786 (0.26053662846485776) | > loss_disc_real_4: 0.2996848523616791 (0.26148491849501926) | > loss_disc_real_5: 0.26047271490097046 (0.26143692433834076) | > loss_0: 2.55367374420166 (2.389686346054077) | > loss_gen: 2.4841012954711914 (2.5227232376734414) | > loss_kl: 2.6158881187438965 (2.3488402167956033) | > loss_feat: 5.980258941650391 (6.3860054810841875) | > loss_mel: 19.510234832763672 (19.020791053771973) | > loss_duration: 2.1758084297180176 (2.2987190087636313) | > loss_1: 32.766292572021484 (32.57707913716634)  --> STEP: 7 | > loss_disc: 2.623215675354004 (2.4230476788112094) | > loss_disc_real_0: 0.21802133321762085 (0.11008163115807942) | > loss_disc_real_1: 0.25034061074256897 (0.24566991201468877) | > loss_disc_real_2: 0.2954266667366028 (0.25931431565965923) | > loss_disc_real_3: 0.26919662952423096 (0.26177377147333963) | > loss_disc_real_4: 0.2916855812072754 (0.26579929888248444) | > loss_disc_real_5: 0.302761971950531 (0.26734050256865366) | > loss_0: 2.623215675354004 (2.4230476788112094) | > loss_gen: 2.374209403991699 (2.501506975718907) | > loss_kl: 3.311788558959961 (2.4864042656762257) | > loss_feat: 3.6940855979919434 (6.001445497785296) | > loss_mel: 16.3455753326416 (18.638617379324778) | > loss_duration: 2.4977591037750244 (2.327153308050973) | > loss_1: 28.223417282104492 (31.955127443586075)  --> STEP: 8 | > loss_disc: 1.831275463104248 (2.3490761518478394) | > loss_disc_real_0: 0.11216485500335693 (0.11034203413873911) | > loss_disc_real_1: 0.24278710782527924 (0.24530956149101257) | > loss_disc_real_2: 0.12590987980365753 (0.24263876117765903) | > loss_disc_real_3: 0.16712887585163116 (0.24994315952062607) | > loss_disc_real_4: 0.1163356676697731 (0.24711634498089552) | > loss_disc_real_5: 0.12075197696685791 (0.24901693686842918) | > loss_0: 1.831275463104248 (2.3490761518478394) | > loss_gen: 3.57442045211792 (2.6356211602687836) | > loss_kl: 2.542469024658203 (2.493412360548973) | > loss_feat: 12.95896053314209 (6.871134877204895) | > loss_mel: 20.483768463134766 (18.869261264801025) | > loss_duration: 2.1472830772399902 (2.3046695291996) | > loss_1: 41.70690155029297 (33.17409920692444)  --> STEP: 9 | > loss_disc: 2.4684672355651855 (2.3623418278164334) | > loss_disc_real_0: 0.13444054126739502 (0.1130196460419231) | > loss_disc_real_1: 0.22058354318141937 (0.24256222612328) | > loss_disc_real_2: 0.153805673122406 (0.2327684180604087) | > loss_disc_real_3: 0.254579097032547 (0.2504582636886173) | > loss_disc_real_4: 0.15269742906093597 (0.23662535432312223) | > loss_disc_real_5: 0.22272270917892456 (0.24609535601403978) | > loss_0: 2.4684672355651855 (2.3623418278164334) | > loss_gen: 2.325965642929077 (2.6012149916754828) | > loss_kl: 2.856980562210083 (2.5338088274002075) | > loss_feat: 11.415185928344727 (7.376029438442654) | > loss_mel: 21.18976593017578 (19.12709511650933) | > loss_duration: 2.0920610427856445 (2.281046364042494) | > loss_1: 39.87995910644531 (33.91919475131564)  --> STEP: 10 | > loss_disc: 2.2695693969726562 (2.3530645847320555) | > loss_disc_real_0: 0.13389982283115387 (0.11510766372084617) | > loss_disc_real_1: 0.18879801034927368 (0.23718580454587937) | > loss_disc_real_2: 0.2709949314594269 (0.23659106940031052) | > loss_disc_real_3: 0.18584468960762024 (0.24399690628051757) | > loss_disc_real_4: 0.20451392233371735 (0.23341421112418176) | > loss_disc_real_5: 0.1679869145154953 (0.23828451186418534) | > loss_0: 2.2695693969726562 (2.3530645847320555) | > loss_gen: 2.2372705936431885 (2.5648205518722533) | > loss_kl: 1.917576789855957 (2.4721856236457826) | > loss_feat: 4.862019062042236 (7.124628400802612) | > loss_mel: 14.83337116241455 (18.697722721099854) | > loss_duration: 2.261786460876465 (2.279120373725891) | > loss_1: 26.112022399902344 (33.13847751617432)  --> STEP: 11 | > loss_disc: 2.469135284423828 (2.363616466522217) | > loss_disc_real_0: 0.12211394309997559 (0.11574459820985794) | > loss_disc_real_1: 0.22299453616142273 (0.23589568923820148) | > loss_disc_real_2: 0.2361396849155426 (0.2365500344471498) | > loss_disc_real_3: 0.21247485280036926 (0.24113126505504956) | > loss_disc_real_4: 0.23023991286754608 (0.2331256385553967) | > loss_disc_real_5: 0.2878546416759491 (0.2427908873016184) | > loss_0: 2.469135284423828 (2.363616466522217) | > loss_gen: 2.302278757095337 (2.540953115983443) | > loss_kl: 2.419574499130249 (2.46740279414437) | > loss_feat: 7.060210704803467 (7.118772246620872) | > loss_mel: 17.94953155517578 (18.629705342379484) | > loss_duration: 2.3904871940612793 (2.289244630120017) | > loss_1: 32.1220817565918 (33.04607790166681)  --> STEP: 12 | > loss_disc: 2.5503315925598145 (2.379176060358683) | > loss_disc_real_0: 0.1263793706893921 (0.11663082924981912) | > loss_disc_real_1: 0.3392469584941864 (0.24450829500953355) | > loss_disc_real_2: 0.22978660464286804 (0.23598641529679298) | > loss_disc_real_3: 0.22880329191684723 (0.24010393396019936) | > loss_disc_real_4: 0.20782391726970673 (0.23101716178158918) | > loss_disc_real_5: 0.2131694257259369 (0.2403224321703116) | > loss_0: 2.5503315925598145 (2.379176060358683) | > loss_gen: 2.242292881011963 (2.516064763069153) | > loss_kl: 2.151582956314087 (2.4410844743251796) | > loss_feat: 6.3501996994018555 (7.05472453435262) | > loss_mel: 19.267736434936523 (18.68287460009257) | > loss_duration: 2.220970869064331 (2.283555150032043) | > loss_1: 32.232784271240234 (32.9783034324646)  --> STEP: 13 | > loss_disc: 2.4990170001983643 (2.388394594192505) | > loss_disc_real_0: 0.10691292583942413 (0.11588329821825027) | > loss_disc_real_1: 0.2151995599269867 (0.24225377692626074) | > loss_disc_real_2: 0.2969115674495697 (0.2406729654623912) | > loss_disc_real_3: 0.3340983986854553 (0.24733427740060365) | > loss_disc_real_4: 0.25996625423431396 (0.2332440150471834) | > loss_disc_real_5: 0.2486303448677063 (0.2409615023778035) | > loss_0: 2.4990170001983643 (2.388394594192505) | > loss_gen: 2.582355499267578 (2.521164050469032) | > loss_kl: 2.074289560317993 (2.412869480940011) | > loss_feat: 5.945805072784424 (6.969423037308913) | > loss_mel: 17.799104690551758 (18.61489229935866) | > loss_duration: 2.1182947158813477 (2.2708428089435277) | > loss_1: 30.519847869873047 (32.789191466111404)  --> STEP: 14 | > loss_disc: 2.2327091693878174 (2.377274206706456) | > loss_disc_real_0: 0.10080586373806 (0.1148063386125224) | > loss_disc_real_1: 0.21377676725387573 (0.24021970480680466) | > loss_disc_real_2: 0.167800173163414 (0.23546776601246425) | > loss_disc_real_3: 0.1825476586818695 (0.24270666177783692) | > loss_disc_real_4: 0.2113264948129654 (0.2316784778875964) | > loss_disc_real_5: 0.18973693251609802 (0.23730260453053884) | > loss_0: 2.2327091693878174 (2.377274206706456) | > loss_gen: 2.4801130294799805 (2.5182318346840993) | > loss_kl: 3.086966037750244 (2.4610192349978846) | > loss_feat: 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(33.31147855122884)  --> STEP: 16 | > loss_disc: 2.6122076511383057 (2.381009742617607) | > loss_disc_real_0: 0.20231956243515015 (0.11921099433675408) | > loss_disc_real_1: 0.28370043635368347 (0.24595427606254816) | > loss_disc_real_2: 0.27327093482017517 (0.23759825434535742) | > loss_disc_real_3: 0.28060951828956604 (0.24404205568134785) | > loss_disc_real_4: 0.21829618513584137 (0.22831644350662827) | > loss_disc_real_5: 0.26700273156166077 (0.2428864622488618) | > loss_0: 2.6122076511383057 (2.381009742617607) | > loss_gen: 2.548555374145508 (2.540913164615631) | > loss_kl: 2.897972583770752 (2.542203836143016) | > loss_feat: 7.314791679382324 (7.207510441541672) | > loss_mel: 16.97719955444336 (18.66215544939041) | > loss_duration: 2.3444666862487793 (2.2819147855043402) | > loss_1: 32.082984924316406 (33.234697699546814)  --> STEP: 17 | > loss_disc: 2.325777769088745 (2.3777608029982624) | > loss_disc_real_0: 0.11792149394750595 (0.11913514137268066) | > loss_disc_real_1: 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loss_disc_real_4: 0.21274761855602264 (0.22640040144324303) | > loss_disc_real_5: 0.24545887112617493 (0.24429147359397677) | > loss_0: 2.241288423538208 (2.3701790041393704) | > loss_gen: 2.7886910438537598 (2.553561396068997) | > loss_kl: 2.7640576362609863 (2.5206139485041295) | > loss_feat: 7.843635082244873 (7.287344084845649) | > loss_mel: 19.17847442626953 (18.774722046322292) | > loss_duration: 2.246644973754883 (2.283829106224907) | > loss_1: 34.821502685546875 (33.42007075415717)  --> STEP: 19 | > loss_disc: 2.332477569580078 (2.368194718109934) | > loss_disc_real_0: 0.18849435448646545 (0.12262886135201705) | > loss_disc_real_1: 0.27741727232933044 (0.24396060250307383) | > loss_disc_real_2: 0.19155824184417725 (0.23559428359332837) | > loss_disc_real_3: 0.16729718446731567 (0.24269930783071017) | > loss_disc_real_4: 0.1707594394683838 (0.2234719297603557) | > loss_disc_real_5: 0.2397950142621994 (0.2440548178396727) | > loss_0: 2.332477569580078 (2.368194718109934) | > 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2.2543396949768066 (2.3578533150933008) | > loss_disc_real_0: 0.14262288808822632 (0.12284680252725427) | > loss_disc_real_1: 0.1979386806488037 (0.2409217967228456) | > loss_disc_real_2: 0.19739076495170593 (0.23548199778253381) | > loss_disc_real_3: 0.2202416956424713 (0.2396739822897044) | > loss_disc_real_4: 0.2008131593465805 (0.22024992616339165) | > loss_disc_real_5: 0.2404813915491104 (0.24061100591312756) | > loss_0: 2.2543396949768066 (2.3578533150933008) | > loss_gen: 2.6106865406036377 (2.550941673192111) | > loss_kl: 1.9972658157348633 (2.402267369357022) | > loss_feat: 9.886209487915039 (7.328651124780828) | > loss_mel: 21.93783950805664 (18.716327190399173) | > loss_duration: 2.149049997329712 (2.2707017768513063) | > loss_1: 38.5810546875 (33.26888942718506)  --> STEP: 23 | > loss_disc: 2.2334227561950684 (2.352443290793378) | > loss_disc_real_0: 0.14461544156074524 (0.1237932650939278) | > loss_disc_real_1: 0.20746347308158875 (0.23946708699931268) | > loss_disc_real_2: 0.21397019922733307 (0.23454670219317728) | > loss_disc_real_3: 0.19700974225997925 (0.23781901533189026) | > loss_disc_real_4: 0.16079026460647583 (0.217664723487004) | > loss_disc_real_5: 0.19495165348052979 (0.23862581667692764) | > loss_0: 2.2334227561950684 (2.352443290793378) | > loss_gen: 2.370924472808838 (2.5431148383928384) | > loss_kl: 2.579972505569458 (2.409993679627128) | > loss_feat: 8.529439926147461 (7.380859333535899) | > loss_mel: 19.874370574951172 (18.766676902771) | > loss_duration: 2.246500253677368 (2.269649536713309) | > loss_1: 35.60121154785156 (33.37029473677926)  --> STEP: 24 | > loss_disc: 2.2798311710357666 (2.3494177858034777) | > loss_disc_real_0: 0.13097676634788513 (0.12409257764617602) | > loss_disc_real_1: 0.20580001175403595 (0.23806429219742617) | > loss_disc_real_2: 0.23420391976833344 (0.2345324195921421) | > loss_disc_real_3: 0.3203849494457245 (0.24125926258663336) | > loss_disc_real_4: 0.2373756468296051 (0.21848601195961237) | > loss_disc_real_5: 0.29535695910453796 (0.24098961427807808) | > loss_0: 2.2798311710357666 (2.3494177858034777) | > loss_gen: 2.9029321670532227 (2.5581072270870213) | > loss_kl: 2.244359016418457 (2.4030922353267665) | > loss_feat: 7.1063337326049805 (7.369420766830444) | > loss_mel: 17.93149757385254 (18.731877764066063) | > loss_duration: 2.394402027130127 (2.274847557147343) | > loss_1: 32.579524993896484 (33.33734599749248)  --> STEP: 25 | > loss_disc: 2.112476348876953 (2.3399401283264165) | > loss_disc_real_0: 0.06742528080940247 (0.12182588577270508) | > loss_disc_real_1: 0.20719106495380402 (0.23682936310768127) | > loss_disc_real_2: 0.18561644852161407 (0.23257578074932098) | > loss_disc_real_3: 0.25502586364746094 (0.24180992662906647) | > loss_disc_real_4: 0.2063714563846588 (0.21800142973661424) | > loss_disc_real_5: 0.27082598209381104 (0.2421830689907074) | > loss_0: 2.112476348876953 (2.3399401283264165) | > loss_gen: 2.6405274868011475 (2.5614040374755866) | > loss_kl: 2.2397074699401855 (2.396556844711303) | > loss_feat: 7.752784729003906 (7.384755325317383) | > loss_mel: 18.513713836669922 (18.72315120697022) | > loss_duration: 2.320528507232666 (2.276674795150756) | > loss_1: 33.467262268066406 (33.34254264831544)  --> STEP: 26 | > loss_disc: 2.263345241546631 (2.3369941711425786) | > loss_disc_real_0: 0.0749051570892334 (0.12002124236180232) | > loss_disc_real_1: 0.17592738568782806 (0.23448697936076385) | > loss_disc_real_2: 0.19680117070674896 (0.23119983420922205) | > loss_disc_real_3: 0.21090388298034668 (0.24062123264257723) | > loss_disc_real_4: 0.1025339737534523 (0.21356037373726183) | > loss_disc_real_5: 0.25601837038993835 (0.24271519596760088) | > loss_0: 2.263345241546631 (2.3369941711425786) | > loss_gen: 2.316215753555298 (2.551973718863268) | > loss_kl: 2.045469284057617 (2.3830534769938536) | > loss_feat: 12.075608253479004 (7.565172745631291) | > loss_mel: 18.82448387145996 (18.727048617142902) | > loss_duration: 2.296809673309326 (2.2774492135414706) | > loss_1: 37.55858612060547 (33.50469816648044) --> EVAL PERFORMANCE | > avg_loader_time: 0.00250707222865178 (+0.00017641140864445596) | > avg_loss_disc: 2.3369941711425786 (+0.015552612451406933) | > avg_loss_disc_real_0: 0.12002124236180232 (-0.004544005657617853) | > avg_loss_disc_real_1: 0.23448697936076385 (+0.06344564058459723) | > avg_loss_disc_real_2: 0.23119983420922205 (-0.010008047406490056) | > avg_loss_disc_real_3: 0.24062123264257723 (-0.030064309445711257) | > avg_loss_disc_real_4: 0.21356037373726183 (-0.026173240863359898) | > avg_loss_disc_real_5: 0.24271519596760088 (+0.003298494678277225) | > avg_loss_0: 2.3369941711425786 (+0.015552612451406933) | > avg_loss_gen: 2.551973718863268 (+0.015048742294312412) | > avg_loss_kl: 2.3830534769938536 (-0.11142346492180533) | > avg_loss_feat: 7.565172745631291 (-0.0672166714301472) | > avg_loss_mel: 18.727048617142902 (-0.3597058883080031) | > avg_loss_duration: 2.2774492135414706 (-0.014444360366235642) | > avg_loss_1: 33.50469816648044 (-0.5377412942739568)  > EPOCH: 246/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:45:14)   --> TIME: 2024-06-11 01:45:22 -- STEP: 19/330 -- GLOBAL_STEP: 169200 | > loss_disc: 2.3784103393554688 (2.3066966659144352) | > loss_disc_real_0: 0.10276567190885544 (0.10778337873910603) | > loss_disc_real_1: 0.1916879266500473 (0.19778885339435778) | > loss_disc_real_2: 0.20553597807884216 (0.2139542165555452) | > loss_disc_real_3: 0.22676987946033478 (0.2269325868079537) | > loss_disc_real_4: 0.20917093753814697 (0.22402439540938326) | > loss_disc_real_5: 0.21500186622142792 (0.21783132380560824) | > loss_0: 2.3784103393554688 (2.3066966659144352) | > grad_norm_0: tensor(27.1533, device='cuda:0') (tensor(8.9531, device='cuda:0')) | > loss_gen: 2.3663253784179688 (2.506851397062603) | > loss_kl: 1.8445194959640503 (1.7398438516416048) | > loss_feat: 7.053460121154785 (7.038147700460334) | > loss_mel: 18.39731788635254 (18.777015284488076) | > loss_duration: 2.0676167011260986 (2.1499890590968884) | > loss_1: 31.72924041748047 (32.21184720491108) | > grad_norm_1: tensor(158.9005, device='cuda:0') (tensor(85.4072, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3637 (0.3597541608308491) | > loader_time: 0.0039 (0.0035312677684583163)  --> TIME: 2024-06-11 01:45:32 -- STEP: 44/330 -- GLOBAL_STEP: 169225 | > loss_disc: 2.2700798511505127 (2.283872598951513) | > loss_disc_real_0: 0.12244726717472076 (0.10764110951938412) | > loss_disc_real_1: 0.22843465209007263 (0.19685059887441722) | > loss_disc_real_2: 0.18502400815486908 (0.2133444385095076) | > loss_disc_real_3: 0.21046775579452515 (0.22224691781130704) | > loss_disc_real_4: 0.19569499790668488 (0.22234214605255562) | > loss_disc_real_5: 0.18358778953552246 (0.21410491419109431) | > loss_0: 2.2700798511505127 (2.283872598951513) | > grad_norm_0: tensor(14.9618, device='cuda:0') (tensor(9.9484, device='cuda:0')) | > loss_gen: 2.50984525680542 (2.5505244623530996) | > loss_kl: 1.622859001159668 (1.7556132538752123) | > loss_feat: 7.901423931121826 (7.2722907066345215) | > loss_mel: 18.851551055908203 (18.873519333926108) | > loss_duration: 1.9752906560897827 (2.0858048390258435) | > loss_1: 32.86096954345703 (32.53775254162875) | > grad_norm_1: tensor(126.9389, device='cuda:0') (tensor(93.1217, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3662 (0.3636528903787786) | > loader_time: 0.0034 (0.0036153522404757414)  --> TIME: 2024-06-11 01:45:41 -- STEP: 69/330 -- GLOBAL_STEP: 169250 | > loss_disc: 2.357959270477295 (2.293545484542846) | > loss_disc_real_0: 0.12318263202905655 (0.10819636522859767) | > loss_disc_real_1: 0.2563953995704651 (0.19577439194140228) | > loss_disc_real_2: 0.21616828441619873 (0.21353165740552155) | > loss_disc_real_3: 0.22111177444458008 (0.22488863075125046) | > loss_disc_real_4: 0.2397790253162384 (0.22370553124642026) | > loss_disc_real_5: 0.2242298126220703 (0.21557947842107303) | > loss_0: 2.357959270477295 (2.293545484542846) | > grad_norm_0: tensor(21.3470, device='cuda:0') (tensor(12.4283, device='cuda:0')) | > loss_gen: 2.584028720855713 (2.556134849354841) | > loss_kl: 1.750378131866455 (1.7731040888938352) | > loss_feat: 7.23222541809082 (7.334323737932288) | > loss_mel: 17.99842643737793 (18.859279908995696) | > loss_duration: 1.9795846939086914 (2.064887929653777) | > loss_1: 31.54464340209961 (32.58773062885671) | > grad_norm_1: tensor(312.2785, device='cuda:0') (tensor(136.6403, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3718 (0.36629311243693036) | > loader_time: 0.0042 (0.0036639026973558507)  --> TIME: 2024-06-11 01:45:50 -- STEP: 94/330 -- GLOBAL_STEP: 169275 | > loss_disc: 2.4048705101013184 (2.2961392326557886) | > loss_disc_real_0: 0.14424359798431396 (0.109932135235756) | > loss_disc_real_1: 0.20532487332820892 (0.196911520780401) | > loss_disc_real_2: 0.23042863607406616 (0.21549286931119066) | > loss_disc_real_3: 0.21934613585472107 (0.22441841265622606) | > loss_disc_real_4: 0.23000825941562653 (0.22130340575537782) | > loss_disc_real_5: 0.21213659644126892 (0.21420044531213475) | > loss_0: 2.4048705101013184 (2.2961392326557886) | > grad_norm_0: tensor(15.4811, device='cuda:0') (tensor(13.9755, device='cuda:0')) | > loss_gen: 2.379875659942627 (2.5476719597552684) | > loss_kl: 1.84250009059906 (1.7879259979471247) | > loss_feat: 6.458454132080078 (7.317290483637059) | > loss_mel: 18.71573829650879 (18.833537527855405) | > loss_duration: 2.059831142425537 (2.056327838846978) | > loss_1: 31.45639991760254 (32.54275388920561) | > grad_norm_1: tensor(177.7785, device='cuda:0') (tensor(158.4632, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3633 (0.36331331222615343) | > loader_time: 0.0035 (0.003649731899829621)  --> TIME: 2024-06-11 01:45:59 -- STEP: 119/330 -- GLOBAL_STEP: 169300 | > loss_disc: 2.242875099182129 (2.3021204431517783) | > loss_disc_real_0: 0.1098584532737732 (0.11048623462434576) | > loss_disc_real_1: 0.1744159311056137 (0.19695738559009646) | > loss_disc_real_2: 0.20131012797355652 (0.21560070920391244) | > loss_disc_real_3: 0.2185579091310501 (0.2251296209938386) | > loss_disc_real_4: 0.21689055860042572 (0.2216901111753047) | > loss_disc_real_5: 0.21065062284469604 (0.21414518030751653) | > loss_0: 2.242875099182129 (2.3021204431517783) | > grad_norm_0: tensor(22.8795, device='cuda:0') (tensor(16.0587, device='cuda:0')) | > loss_gen: 2.779926061630249 (2.550328122467554) | > loss_kl: 1.6080162525177002 (1.7732780300268607) | > loss_feat: 7.574822902679443 (7.336821992858117) | > loss_mel: 18.971349716186523 (18.846204549324614) | > loss_duration: 2.0238099098205566 (2.0545436594666553) | > loss_1: 32.95792770385742 (32.561176460330216) | > grad_norm_1: tensor(172.6030, device='cuda:0') (tensor(183.0608, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3718 (0.3627014560859744) | > loader_time: 0.0043 (0.003687459881566152)  --> TIME: 2024-06-11 01:46:09 -- STEP: 144/330 -- GLOBAL_STEP: 169325 | > loss_disc: 2.250981092453003 (2.29523000286685) | > loss_disc_real_0: 0.13761696219444275 (0.11038557191689809) | > loss_disc_real_1: 0.19950811564922333 (0.19737957821538052) | > loss_disc_real_2: 0.1453733742237091 (0.21434167265478105) | > loss_disc_real_3: 0.22427979111671448 (0.22431569598201248) | > loss_disc_real_4: 0.21809673309326172 (0.2215865429283844) | > loss_disc_real_5: 0.2127695232629776 (0.21344191912147734) | > loss_0: 2.250981092453003 (2.29523000286685) | > grad_norm_0: tensor(24.4202, device='cuda:0') (tensor(17.9119, device='cuda:0')) | > loss_gen: 2.606109142303467 (2.564708054065705) | > loss_kl: 1.729880690574646 (1.774691728254159) | > loss_feat: 7.873651027679443 (7.370919691191779) | > loss_mel: 19.35630989074707 (18.844529999627003) | > loss_duration: 2.03737735748291 (2.0569206857019005) | > loss_1: 33.603328704833984 (32.61177021927305) | > grad_norm_1: tensor(253.0403, device='cuda:0') (tensor(211.5065, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3684 (0.3631855580541823) | > loader_time: 0.0047 (0.003778244058291117)  --> TIME: 2024-06-11 01:46:18 -- STEP: 169/330 -- GLOBAL_STEP: 169350 | > loss_disc: 2.226137638092041 (2.295596722315048) | > loss_disc_real_0: 0.13320079445838928 (0.10912647572230305) | > loss_disc_real_1: 0.22380077838897705 (0.1976551131383907) | > loss_disc_real_2: 0.2056298851966858 (0.2154583371955262) | > loss_disc_real_3: 0.19933293759822845 (0.2251793341876487) | > loss_disc_real_4: 0.25469470024108887 (0.22065977205538892) | > loss_disc_real_5: 0.2004801630973816 (0.2139185418391369) | > loss_0: 2.226137638092041 (2.295596722315048) | > grad_norm_0: tensor(36.0039, device='cuda:0') (tensor(18.8125, device='cuda:0')) | > loss_gen: 2.829164981842041 (2.580443345583403) | > loss_kl: 1.7580010890960693 (1.7780843056165252) | > loss_feat: 7.92859411239624 (7.3946272692031405) | > loss_mel: 18.76876449584961 (18.842508282181775) | > loss_duration: 2.093015670776367 (2.059834972641172) | > loss_1: 33.377540588378906 (32.655498278916944) | > grad_norm_1: tensor(457.8337, device='cuda:0') (tensor(228.3646, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3796 (0.36543568351565026) | > loader_time: 0.0051 (0.003921329622437968)  --> TIME: 2024-06-11 01:46:28 -- STEP: 194/330 -- GLOBAL_STEP: 169375 | > loss_disc: 2.3252506256103516 (2.3003244166521672) | > loss_disc_real_0: 0.10884921252727509 (0.10992644752193358) | > loss_disc_real_1: 0.2333465963602066 (0.19768605918921145) | > loss_disc_real_2: 0.22755518555641174 (0.2155588578010343) | > loss_disc_real_3: 0.2529200315475464 (0.2260738407674524) | > loss_disc_real_4: 0.24497906863689423 (0.22137731828333176) | > loss_disc_real_5: 0.21948571503162384 (0.21427587642497622) | > loss_0: 2.3252506256103516 (2.3003244166521672) | > grad_norm_0: tensor(20.9155, device='cuda:0') (tensor(21.0611, device='cuda:0')) | > loss_gen: 2.5084404945373535 (2.577281471380254) | > loss_kl: 1.8794206380844116 (1.7776531503372583) | > loss_feat: 6.54134464263916 (7.394904382450065) | > loss_mel: 18.486957550048828 (18.835617203073394) | > loss_duration: 2.0818662643432617 (2.0657902771664656) | > loss_1: 31.498027801513672 (32.65124654278311) | > grad_norm_1: tensor(382.0752, device='cuda:0') (tensor(255.4416, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3883 (0.36817133057977736) | > loader_time: 0.0049 (0.004086593991702366)  --> TIME: 2024-06-11 01:46:39 -- STEP: 219/330 -- GLOBAL_STEP: 169400 | > loss_disc: 2.362381935119629 (2.3026168770986057) | > loss_disc_real_0: 0.08990049362182617 (0.11124089725961968) | > loss_disc_real_1: 0.22426675260066986 (0.1979652836442538) | > loss_disc_real_2: 0.2460458129644394 (0.21572091705995064) | > loss_disc_real_3: 0.2482929825782776 (0.22583685060069986) | > loss_disc_real_4: 0.23204445838928223 (0.22140256529801514) | > loss_disc_real_5: 0.2194979190826416 (0.21390171328636065) | > loss_0: 2.362381935119629 (2.3026168770986057) | > grad_norm_0: tensor(29.0961, device='cuda:0') (tensor(22.9080, device='cuda:0')) | > loss_gen: 2.543213129043579 (2.575206547567289) | > loss_kl: 1.94978928565979 (1.7771263928173882) | > loss_feat: 7.462145805358887 (7.3963636372187365) | > loss_mel: 18.234922409057617 (18.79924756751213) | > loss_duration: 2.1255180835723877 (2.072127980184338) | > loss_1: 32.315589904785156 (32.62007219497469) | > grad_norm_1: tensor(303.1418, device='cuda:0') (tensor(267.7692, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.3954 (0.37340761972888964) | > loader_time: 0.0056 (0.0042365272295529464)  --> TIME: 2024-06-11 01:46:49 -- STEP: 244/330 -- GLOBAL_STEP: 169425 | > loss_disc: 2.3063995838165283 (2.300603557805546) | > loss_disc_real_0: 0.09824281930923462 (0.11239176716838704) | > loss_disc_real_1: 0.1862504929304123 (0.19817580588039804) | > loss_disc_real_2: 0.2423943281173706 (0.21502008759340302) | > loss_disc_real_3: 0.22121016681194305 (0.22535754587562357) | > loss_disc_real_4: 0.2489185631275177 (0.22071142262611232) | > loss_disc_real_5: 0.22143876552581787 (0.21366296250556335) | > loss_0: 2.3063995838165283 (2.300603557805546) | > grad_norm_0: tensor(62.5986, device='cuda:0') (tensor(24.2705, device='cuda:0')) | > loss_gen: 2.660745620727539 (2.5816638381754764) | > loss_kl: 1.7435545921325684 (1.778317926359958) | > loss_feat: 7.726883411407471 (7.419778077328791) | > loss_mel: 17.671594619750977 (18.77637095529525) | > loss_duration: 2.0872459411621094 (2.079562618107092) | > loss_1: 31.890024185180664 (32.635693503207804) | > grad_norm_1: tensor(471.6875, device='cuda:0') (tensor(279.2353, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.4226 (0.37706903649158163) | > loader_time: 0.0057 (0.0043760489244930095)  --> TIME: 2024-06-11 01:47:00 -- STEP: 269/330 -- GLOBAL_STEP: 169450 | > loss_disc: 2.1989033222198486 (2.3064009336733906) | > loss_disc_real_0: 0.1174207404255867 (0.1135030968537118) | > loss_disc_real_1: 0.23520179092884064 (0.19891706435875375) | > loss_disc_real_2: 0.24337169528007507 (0.21549224493450392) | > loss_disc_real_3: 0.2154618501663208 (0.22614456120476845) | > loss_disc_real_4: 0.16759951412677765 (0.22062714730275165) | > loss_disc_real_5: 0.18762318789958954 (0.2143787468565441) | > loss_0: 2.1989033222198486 (2.3064009336733906) | > grad_norm_0: tensor(10.8555, device='cuda:0') (tensor(25.9530, device='cuda:0')) | > loss_gen: 2.934617519378662 (2.58474507385027) | > loss_kl: 1.8441425561904907 (1.7830122709274288) | > loss_feat: 7.631279468536377 (7.445832493579964) | > loss_mel: 18.10713005065918 (18.774900478944463) | > loss_duration: 2.193118095397949 (2.086577565253445) | > loss_1: 32.710289001464844 (32.675067937063865) | > grad_norm_1: tensor(427.4082, device='cuda:0') (tensor(290.2855, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.4264 (0.38114470531506167) | > loader_time: 0.0069 (0.004527372941651754)  --> TIME: 2024-06-11 01:47:11 -- STEP: 294/330 -- GLOBAL_STEP: 169475 | > loss_disc: 2.2868494987487793 (2.307593374836201) | > loss_disc_real_0: 0.10313170403242111 (0.11373403972508954) | > loss_disc_real_1: 0.1762666553258896 (0.19903254022403633) | > loss_disc_real_2: 0.24469971656799316 (0.21540005540563945) | > loss_disc_real_3: 0.21064768731594086 (0.2258733924554319) | > loss_disc_real_4: 0.20833079516887665 (0.22074679670487943) | > loss_disc_real_5: 0.20675864815711975 (0.21406556650692102) | > loss_0: 2.2868494987487793 (2.307593374836201) | > grad_norm_0: tensor(25.3721, device='cuda:0') (tensor(27.1884, device='cuda:0')) | > loss_gen: 2.700956344604492 (2.5822575465351547) | > loss_kl: 1.9425333738327026 (1.7858748322441464) | > loss_feat: 8.31369686126709 (7.447975204104469) | > loss_mel: 18.744400024414062 (18.740302150752267) | > loss_duration: 2.2286536693573 (2.0957091649373374) | > loss_1: 33.930240631103516 (32.65211895533966) | > grad_norm_1: tensor(334.9452, device='cuda:0') (tensor(305.6075, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.4452 (0.38624224046460626) | > loader_time: 0.0072 (0.004697784274613778)  --> TIME: 2024-06-11 01:47:24 -- STEP: 319/330 -- GLOBAL_STEP: 169500 | > loss_disc: 2.401390552520752 (2.3076665476198093) | > loss_disc_real_0: 0.09155815839767456 (0.11429678013425633) | > loss_disc_real_1: 0.22056548297405243 (0.1994324842216826) | > loss_disc_real_2: 0.2039957344532013 (0.21547610838211437) | > loss_disc_real_3: 0.2471034973859787 (0.22560527061220248) | > loss_disc_real_4: 0.2352633774280548 (0.22080565549923709) | > loss_disc_real_5: 0.24415716528892517 (0.21405701764324989) | > loss_0: 2.401390552520752 (2.3076665476198093) | > grad_norm_0: tensor(19.4341, device='cuda:0') (tensor(27.3510, device='cuda:0')) | > loss_gen: 2.473327875137329 (2.5802679502851915) | > loss_kl: 1.8479645252227783 (1.788591028754614) | > loss_feat: 8.011262893676758 (7.475953109585753) | > loss_mel: 18.154495239257812 (18.70180765588455) | > loss_duration: 2.2872018814086914 (2.1086584654721356) | > loss_1: 32.77425003051758 (32.655278208861105) | > grad_norm_1: tensor(87.9323, device='cuda:0') (tensor(312.3314, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.5631 (0.3956739222368103) | > loader_time: 0.0094 (0.004956528684562278) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_169500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5812108516693115 (2.5812108516693115) | > loss_disc_real_0: 0.07138314098119736 (0.07138314098119736) | > loss_disc_real_1: 0.3156721889972687 (0.3156721889972687) | > loss_disc_real_2: 0.2436712235212326 (0.2436712235212326) | > loss_disc_real_3: 0.27256667613983154 (0.27256667613983154) | > loss_disc_real_4: 0.2691273093223572 (0.2691273093223572) | > loss_disc_real_5: 0.22621777653694153 (0.22621777653694153) | > loss_0: 2.5812108516693115 (2.5812108516693115) | > loss_gen: 2.4523987770080566 (2.4523987770080566) | > loss_kl: 1.829732060432434 (1.829732060432434) | > loss_feat: 8.789871215820312 (8.789871215820312) | > loss_mel: 20.649765014648438 (20.649765014648438) | > loss_duration: 2.898735523223877 (2.898735523223877) | > loss_1: 36.62050247192383 (36.62050247192383)  --> STEP: 1 | > loss_disc: 2.431384325027466 (2.431384325027466) | > loss_disc_real_0: 0.07909362763166428 (0.07909362763166428) | > loss_disc_real_1: 0.14287035167217255 (0.14287035167217255) | > loss_disc_real_2: 0.1893637478351593 (0.1893637478351593) | > loss_disc_real_3: 0.22423535585403442 (0.22423535585403442) | > loss_disc_real_4: 0.2593538463115692 (0.2593538463115692) | > loss_disc_real_5: 0.22047492861747742 (0.22047492861747742) | > loss_0: 2.431384325027466 (2.431384325027466) | > loss_gen: 2.146697998046875 (2.146697998046875) | > loss_kl: 1.9794936180114746 (1.9794936180114746) | > loss_feat: 7.096012592315674 (7.096012592315674) | > loss_mel: 18.917949676513672 (18.917949676513672) | > loss_duration: 2.4325408935546875 (2.4325408935546875) | > loss_1: 32.57269287109375 (32.57269287109375)  --> STEP: 2 | > loss_disc: 2.2788748741149902 (2.355129599571228) | > loss_disc_real_0: 0.04091361165046692 (0.0600036196410656) | > loss_disc_real_1: 0.1964365690946579 (0.16965346038341522) | > loss_disc_real_2: 0.28519606590270996 (0.23727990686893463) | > loss_disc_real_3: 0.24135684967041016 (0.2327961027622223) | > loss_disc_real_4: 0.25791385769844055 (0.2586338520050049) | > loss_disc_real_5: 0.2981828451156616 (0.2593288868665695) | > loss_0: 2.2788748741149902 (2.355129599571228) | > loss_gen: 2.47934889793396 (2.3130234479904175) | > loss_kl: 2.5463597774505615 (2.262926697731018) | > loss_feat: 6.695226192474365 (6.8956193923950195) | > loss_mel: 21.81038475036621 (20.36416721343994) | > loss_duration: 2.472659111022949 (2.4526000022888184) | > loss_1: 36.00397872924805 (34.2883358001709)  --> STEP: 3 | > loss_disc: 2.448004961013794 (2.3860880533854165) | > loss_disc_real_0: 0.06445452570915222 (0.061487254997094475) | > loss_disc_real_1: 0.1123909130692482 (0.15056594461202621) | > loss_disc_real_2: 0.18401731550693512 (0.21952570974826813) | > loss_disc_real_3: 0.2343376725912094 (0.23330995937188467) | > loss_disc_real_4: 0.30615460872650146 (0.2744741042455037) | > loss_disc_real_5: 0.30073845386505127 (0.2731320758660634) | > loss_0: 2.448004961013794 (2.3860880533854165) | > loss_gen: 2.2639122009277344 (2.2966530323028564) | > loss_kl: 2.3081512451171875 (2.278001546859741) | > loss_feat: 6.21314001083374 (6.668126265207927) | > loss_mel: 18.404483795166016 (19.710939407348633) | > loss_duration: 2.2769017219543457 (2.394033908843994) | > loss_1: 31.466588973999023 (33.34775352478027)  --> STEP: 4 | > loss_disc: 2.477369546890259 (2.408908426761627) | > loss_disc_real_0: 0.03835567459464073 (0.05570435989648104) | > loss_disc_real_1: 0.1659349948167801 (0.15440820716321468) | > loss_disc_real_2: 0.17847831547260284 (0.2092638611793518) | > loss_disc_real_3: 0.2322821170091629 (0.23305299878120422) | > loss_disc_real_4: 0.2163032740354538 (0.25993139669299126) | > loss_disc_real_5: 0.18300077319145203 (0.2505992501974106) | > loss_0: 2.477369546890259 (2.408908426761627) | > loss_gen: 1.8711155652999878 (2.1902686655521393) | > loss_kl: 2.500473976135254 (2.3336196541786194) | > loss_feat: 4.846570014953613 (6.212737202644348) | > loss_mel: 18.20167350769043 (19.333622932434082) | > loss_duration: 2.2795004844665527 (2.365400552749634) | > loss_1: 29.69933319091797 (32.4356484413147)  --> STEP: 5 | > loss_disc: 2.3361034393310547 (2.3943474292755127) | > loss_disc_real_0: 0.11043010652065277 (0.06664950922131538) | > loss_disc_real_1: 0.3088897168636322 (0.18530450910329818) | > loss_disc_real_2: 0.16105633974075317 (0.19962235689163207) | > loss_disc_real_3: 0.23777569830417633 (0.23399753868579865) | > loss_disc_real_4: 0.2570285499095917 (0.2593508273363113) | > loss_disc_real_5: 0.24771006405353546 (0.25002141296863556) | > loss_0: 2.3361034393310547 (2.3943474292755127) | > loss_gen: 2.4738073348999023 (2.246976399421692) | > loss_kl: 1.9488738775253296 (2.2566704988479613) | > loss_feat: 5.810135841369629 (6.132216930389404) | > loss_mel: 19.783716201782227 (19.42364158630371) | > loss_duration: 2.291355848312378 (2.350591611862183) | > loss_1: 32.30788803100586 (32.41009635925293)  --> STEP: 6 | > loss_disc: 2.3923730850219727 (2.394018371899923) | > loss_disc_real_0: 0.10947676002979279 (0.07378738435606162) | > loss_disc_real_1: 0.33941349387168884 (0.21098933989802995) | > loss_disc_real_2: 0.18893437087535858 (0.19784102588891983) | > loss_disc_real_3: 0.23891130089759827 (0.23481649905443192) | > loss_disc_real_4: 0.23805566132068634 (0.25580163300037384) | > loss_disc_real_5: 0.2256493866443634 (0.24595940858125687) | > loss_0: 2.3923730850219727 (2.394018371899923) | > loss_gen: 2.484467029571533 (2.2865581711133323) | > loss_kl: 2.8890128135681152 (2.3620608846346536) | > loss_feat: 5.550071716308594 (6.0351927280426025) | > loss_mel: 18.82915496826172 (19.32456048329671) | > loss_duration: 2.116288661956787 (2.311541120211283) | > loss_1: 31.868995666503906 (32.319912910461426)  --> STEP: 7 | > loss_disc: 2.4563469886779785 (2.4029224600110735) | > loss_disc_real_0: 0.14706049859523773 (0.08425497210451535) | > loss_disc_real_1: 0.2403973639011383 (0.2151904861841883) | > loss_disc_real_2: 0.19522197544574738 (0.19746687582560948) | > loss_disc_real_3: 0.24753811955451965 (0.23663387341158731) | > loss_disc_real_4: 0.32630041241645813 (0.2658728872026716) | > loss_disc_real_5: 0.2650945484638214 (0.2486929999930518) | > loss_0: 2.4563469886779785 (2.4029224600110735) | > loss_gen: 2.434826612472534 (2.3077393770217896) | > loss_kl: 3.7322607040405273 (2.5578037159783498) | > loss_feat: 5.1675190925598145 (5.911239351545062) | > loss_mel: 19.254243850708008 (19.314515250069753) | > loss_duration: 2.464259147644043 (2.3333579812731062) | > loss_1: 33.05310821533203 (32.42465509687151)  --> STEP: 8 | > loss_disc: 2.288682460784912 (2.3886424601078033) | > loss_disc_real_0: 0.12659278512001038 (0.08954719873145223) | > loss_disc_real_1: 0.18224787712097168 (0.21107266005128622) | > loss_disc_real_2: 0.20395591855049133 (0.1982780061662197) | > loss_disc_real_3: 0.2565206289291382 (0.23911971785128117) | > loss_disc_real_4: 0.25678467750549316 (0.2647368609905243) | > loss_disc_real_5: 0.28295546770095825 (0.2529758084565401) | > loss_0: 2.288682460784912 (2.3886424601078033) | > loss_gen: 2.606968641281128 (2.345143035054207) | > loss_kl: 2.470259189605713 (2.5468606501817703) | > loss_feat: 7.785151481628418 (6.145478367805481) | > loss_mel: 20.438312530517578 (19.454989910125732) | > loss_duration: 2.1905806064605713 (2.3155108094215393) | > loss_1: 35.491275787353516 (32.80798268318176)  --> STEP: 9 | > loss_disc: 2.3839597702026367 (2.3881221612294516) | > loss_disc_real_0: 0.1488576978445053 (0.09613725418845813) | > loss_disc_real_1: 0.22930853068828583 (0.21309886789984173) | > loss_disc_real_2: 0.23503045737743378 (0.2023616118563546) | > loss_disc_real_3: 0.29049092531204224 (0.24482762979136574) | > loss_disc_real_4: 0.23913811147212982 (0.26189255548848045) | > loss_disc_real_5: 0.25161874294281006 (0.252825023399459) | > loss_0: 2.3839597702026367 (2.3881221612294516) | > loss_gen: 2.4325060844421387 (2.3548500405417547) | > loss_kl: 2.7010064125061035 (2.563987957106696) | > loss_feat: 7.156728744506836 (6.257839520772298) | > loss_mel: 20.481382369995117 (19.569033516777885) | > loss_duration: 2.0852882862091064 (2.2899305290646024) | > loss_1: 34.856910705566406 (33.03564135233561)  --> STEP: 10 | > loss_disc: 2.627192497253418 (2.412029194831848) | > loss_disc_real_0: 0.13940109312534332 (0.10046363808214664) | > loss_disc_real_1: 0.23443518579006195 (0.21523249968886377) | > loss_disc_real_2: 0.23718172311782837 (0.20584362298250197) | > loss_disc_real_3: 0.2834034860134125 (0.24868521541357042) | > loss_disc_real_4: 0.2682637572288513 (0.26252967566251756) | > loss_disc_real_5: 0.27236634492874146 (0.2547791555523872) | > loss_0: 2.627192497253418 (2.412029194831848) | > loss_gen: 2.1076974868774414 (2.3301347851753236) | > loss_kl: 2.1999733448028564 (2.5275864958763123) | > loss_feat: 4.39800500869751 (6.071856069564819) | > loss_mel: 12.405298233032227 (18.85265998840332) | > loss_duration: 2.3478035926818848 (2.2957178354263306) | > loss_1: 23.458776473999023 (32.077954864501955)  --> STEP: 11 | > loss_disc: 2.533024787902832 (2.4230287942019375) | > loss_disc_real_0: 0.09863053262233734 (0.10029699213125488) | > loss_disc_real_1: 0.14159542322158813 (0.2085382200100205) | > loss_disc_real_2: 0.2147904336452484 (0.20665696940638803) | > loss_disc_real_3: 0.28823789954185486 (0.2522809139706872) | > loss_disc_real_4: 0.24406114220619202 (0.26085071807557886) | > loss_disc_real_5: 0.2320820838212967 (0.2527157853950154) | > loss_0: 2.533024787902832 (2.4230287942019375) | > loss_gen: 2.1201930046081543 (2.3110491687601264) | > loss_kl: 2.568682909011841 (2.5313225334340874) | > loss_feat: 4.999454021453857 (5.974364974282005) | > loss_mel: 14.797338485717773 (18.48399439725009) | > loss_duration: 2.3968520164489746 (2.3049118518829346) | > loss_1: 26.88252067565918 (31.605642665516246)  --> STEP: 12 | > loss_disc: 2.5656468868255615 (2.4349136352539062) | > loss_disc_real_0: 0.0723859965801239 (0.09797107583532731) | > loss_disc_real_1: 0.23751626908779144 (0.21095305743316808) | > loss_disc_real_2: 0.19482477009296417 (0.20567095279693604) | > loss_disc_real_3: 0.24956774711608887 (0.252054816732804) | > loss_disc_real_4: 0.20448638498783112 (0.25615369031826657) | > loss_disc_real_5: 0.2252352088689804 (0.2504257373511791) | > loss_0: 2.5656468868255615 (2.4349136352539062) | > loss_gen: 2.042248249053955 (2.288649092117945) | > loss_kl: 2.1428065299987793 (2.4989461998144784) | > loss_feat: 6.292903900146484 (6.000909884770711) | > loss_mel: 18.43362808227539 (18.47979720433553) | > loss_duration: 2.2312064170837402 (2.298769732316335) | > loss_1: 31.142793655395508 (31.56707191467285)  --> STEP: 13 | > loss_disc: 2.424874782562256 (2.434141415816087) | > loss_disc_real_0: 0.12633319199085236 (0.10015277707806) | > loss_disc_real_1: 0.1782429963350296 (0.20843689888715744) | > loss_disc_real_2: 0.26638293266296387 (0.2103411050943228) | > loss_disc_real_3: 0.2193112075328827 (0.24953607756357926) | > loss_disc_real_4: 0.2432558387517929 (0.2551615478900763) | > loss_disc_real_5: 0.26666179299354553 (0.25167466470828426) | > loss_0: 2.424874782562256 (2.434141415816087) | > loss_gen: 2.4259650707244873 (2.299211859703064) | > loss_kl: 2.5440704822540283 (2.5024172984636746) | > loss_feat: 7.41868782043457 (6.109969725975623) | > loss_mel: 19.445728302001953 (18.55409959646372) | > loss_duration: 2.1899313926696777 (2.2903975523435154) | > loss_1: 34.02437973022461 (31.756095592792217)  --> STEP: 14 | > loss_disc: 2.4543983936309814 (2.4355883428028653) | > loss_disc_real_0: 0.11423172801733017 (0.10115841643086501) | > loss_disc_real_1: 0.23687463998794556 (0.2104681661086423) | > loss_disc_real_2: 0.2083408534526825 (0.21019822997706278) | > loss_disc_real_3: 0.24442645907402039 (0.24917110481432506) | > loss_disc_real_4: 0.23881271481513977 (0.25399377409900936) | > loss_disc_real_5: 0.25574666261672974 (0.25196552170174463) | > loss_0: 2.4543983936309814 (2.4355883428028653) | > loss_gen: 2.310234546661377 (2.2999991944858005) | > loss_kl: 2.5615556240081787 (2.5066414645739963) | > loss_feat: 5.819785118103027 (6.0892422539847235) | > loss_mel: 19.680015563964844 (18.63452216557094) | > loss_duration: 2.333653450012207 (2.2934872593198503) | > loss_1: 32.70524215698242 (31.82389177594866)  --> STEP: 15 | > loss_disc: 2.254847526550293 (2.4235389550526936) | > loss_disc_real_0: 0.0661841332912445 (0.09882679755489031) | > loss_disc_real_1: 0.20489861071109772 (0.21009686241547268) | > loss_disc_real_2: 0.13446800410747528 (0.2051495482524236) | > loss_disc_real_3: 0.2223319709300995 (0.24738182922204335) | > loss_disc_real_4: 0.18463793396949768 (0.2493700514237086) | > loss_disc_real_5: 0.23556050658226013 (0.2508718540271123) | > loss_0: 2.254847526550293 (2.4235389550526936) | > loss_gen: 2.3631742000579834 (2.3042108615239463) | > loss_kl: 2.896806001663208 (2.532652433713277) | > loss_feat: 9.590034484863281 (6.322628402709961) | > loss_mel: 19.678611755371094 (18.704128138224284) | > loss_duration: 2.3461475372314453 (2.2969979445139566) | > loss_1: 36.87477111816406 (32.16061706542969)  --> STEP: 16 | > loss_disc: 2.416956901550293 (2.4231275767087936) | > loss_disc_real_0: 0.061632800847291946 (0.09650217276066542) | > loss_disc_real_1: 0.1752757579088211 (0.20792054338380694) | > loss_disc_real_2: 0.20630958676338196 (0.2052220506593585) | > loss_disc_real_3: 0.25532326102256775 (0.24787816870957613) | > loss_disc_real_4: 0.25251683592796326 (0.24956672545522451) | > loss_disc_real_5: 0.20965103805065155 (0.24829555302858353) | > loss_0: 2.416956901550293 (2.4231275767087936) | > loss_gen: 2.1051077842712402 (2.291766919195652) | > loss_kl: 2.8787734508514404 (2.5542849972844124) | > loss_feat: 7.4427032470703125 (6.392633080482483) | > loss_mel: 18.651565551757812 (18.70084297657013) | > loss_duration: 2.3262887001037598 (2.2988286167383194) | > loss_1: 33.40443801879883 (32.23835587501526)  --> STEP: 17 | > loss_disc: 2.358027458190918 (2.419298157972448) | > loss_disc_real_0: 0.058086004108190536 (0.09424239813404925) | > loss_disc_real_1: 0.18806645274162292 (0.20675265569897258) | > loss_disc_real_2: 0.20087754726409912 (0.20496649163610794) | > loss_disc_real_3: 0.2837400734424591 (0.24998769251739278) | > loss_disc_real_4: 0.251270055770874 (0.24966692135614507) | > loss_disc_real_5: 0.2821168303489685 (0.2502850399297826) | > loss_0: 2.358027458190918 (2.419298157972448) | > loss_gen: 2.462371826171875 (2.301802501958959) | > loss_kl: 2.353424310684204 (2.542469662778518) | > loss_feat: 7.193025588989258 (6.439714992747588) | > loss_mel: 19.010128021240234 (18.7190362144919) | > loss_duration: 2.390231132507324 (2.304205235312967) | > loss_1: 33.4091796875 (32.30722786398495)  --> STEP: 18 | > loss_disc: 2.417120933532715 (2.4191772010591297) | > loss_disc_real_0: 0.09749218076467514 (0.09442294161352846) | > loss_disc_real_1: 0.1617686152458191 (0.20425354234046406) | > loss_disc_real_2: 0.15804003179073334 (0.20235946608914268) | > loss_disc_real_3: 0.24274076521396637 (0.2495850854449802) | > loss_disc_real_4: 0.2944547235965729 (0.2521551325917244) | > loss_disc_real_5: 0.23658587038516998 (0.24952397495508194) | > loss_0: 2.417120933532715 (2.4191772010591297) | > loss_gen: 2.34951114654541 (2.3044529822137623) | > loss_kl: 2.7268478870391846 (2.552712897459666) | > loss_feat: 10.246716499328613 (6.651215076446533) | > loss_mel: 19.199331283569336 (18.74571927388509) | > loss_duration: 2.20418643951416 (2.2986486355463662) | > loss_1: 36.726593017578125 (32.552748150295685)  --> STEP: 19 | > loss_disc: 2.546412706375122 (2.4258738066020764) | > loss_disc_real_0: 0.14492249488830566 (0.09708081283851673) | > loss_disc_real_1: 0.21537618339061737 (0.20483894450099846) | > loss_disc_real_2: 0.21872442960739136 (0.2032207799585242) | > loss_disc_real_3: 0.28995391726493835 (0.2517097608039254) | > loss_disc_real_4: 0.3333148658275604 (0.25642669749887365) | > loss_disc_real_5: 0.30505627393722534 (0.2524467275330895) | > loss_0: 2.546412706375122 (2.4258738066020764) | > loss_gen: 2.429429531097412 (2.3110306953129016) | > loss_kl: 1.5012956857681274 (2.497375149475901) | > loss_feat: 8.013590812683105 (6.722919062564247) | > loss_mel: 18.581859588623047 (18.737095079923932) | > loss_duration: 2.279376983642578 (2.2976343380777458) | > loss_1: 32.8055534362793 (32.56605369166324)  --> STEP: 20 | > loss_disc: 2.5069527626037598 (2.4299277544021605) | > loss_disc_real_0: 0.09796229749917984 (0.09712488707154988) | > loss_disc_real_1: 0.2006167322397232 (0.20462783388793468) | > loss_disc_real_2: 0.32844021916389465 (0.20948175191879273) | > loss_disc_real_3: 0.27659136056900024 (0.2529538407921791) | > loss_disc_real_4: 0.26986390352249146 (0.25709855780005453) | > loss_disc_real_5: 0.27062922716140747 (0.2533558525145054) | > loss_0: 2.5069527626037598 (2.4299277544021605) | > loss_gen: 2.332434892654419 (2.3121009051799772) | > loss_kl: 2.171076536178589 (2.4810602188110353) | > loss_feat: 4.287651062011719 (6.6011556625366214) | > loss_mel: 18.803152084350586 (18.740397930145264) | > loss_duration: 2.2975919246673584 (2.2976322174072266) | > loss_1: 29.89190673828125 (32.43234634399414)  --> STEP: 21 | > loss_disc: 2.0392873287200928 (2.411325829369681) | > loss_disc_real_0: 0.05665037781000137 (0.09519752948766662) | > loss_disc_real_1: 0.13171276450157166 (0.2011556877266793) | > loss_disc_real_2: 0.1881718635559082 (0.20846699533008395) | > loss_disc_real_3: 0.17989084124565125 (0.24947465033758254) | > loss_disc_real_4: 0.21079595386981964 (0.2548936718986148) | > loss_disc_real_5: 0.20471207797527313 (0.2510394822983515) | > loss_0: 2.0392873287200928 (2.411325829369681) | > loss_gen: 2.4348599910736084 (2.317946575936817) | > loss_kl: 2.9130125045776367 (2.5016293752761114) | > loss_feat: 8.218171119689941 (6.6781563985915415) | > loss_mel: 18.684755325317383 (18.737748282296316) | > loss_duration: 2.100893497467041 (2.2882637069338845) | > loss_1: 34.35169219970703 (32.52374376569475)  --> STEP: 22 | > loss_disc: 2.0624594688415527 (2.3954682675274936) | > loss_disc_real_0: 0.06778767704963684 (0.09395162710411982) | > loss_disc_real_1: 0.20301516354084015 (0.20124020935459572) | > loss_disc_real_2: 0.11999201774597168 (0.204445405439897) | > loss_disc_real_3: 0.18732136487960815 (0.2466495009985837) | > loss_disc_real_4: 0.21262402832508087 (0.25297232446345413) | > loss_disc_real_5: 0.2383417785167694 (0.2504623139446432) | > loss_0: 2.0624594688415527 (2.3954682675274936) | > loss_gen: 2.5496952533721924 (2.328480606729334) | > loss_kl: 2.501422882080078 (2.501619989221746) | > loss_feat: 7.992014408111572 (6.737877217206088) | > loss_mel: 17.448034286499023 (18.679124918850984) | > loss_duration: 2.1805572509765625 (2.2833679589358242) | > loss_1: 32.671722412109375 (32.53047006780451)  --> STEP: 23 | > loss_disc: 2.0993003845214844 (2.382591403048971) | > loss_disc_real_0: 0.03862305358052254 (0.09154603695091994) | > loss_disc_real_1: 0.1810988336801529 (0.20036449736875037) | > loss_disc_real_2: 0.1274462342262268 (0.20109761538712875) | > loss_disc_real_3: 0.19421452283859253 (0.24436971933945364) | > loss_disc_real_4: 0.2128482609987259 (0.2512277999649877) | > loss_disc_real_5: 0.22205886244773865 (0.24922738127086475) | > loss_0: 2.0993003845214844 (2.382591403048971) | > loss_gen: 2.342268705368042 (2.3290800892788432) | > loss_kl: 3.0603857040405273 (2.5259141507356064) | > loss_feat: 7.22055721282959 (6.758863303972327) | > loss_mel: 20.668107986450195 (18.76560244352921) | > loss_duration: 2.3036601543426514 (2.2842502283013384) | > loss_1: 35.5949821472168 (32.66370972343113)  --> STEP: 24 | > loss_disc: 2.426166534423828 (2.3844070335229235) | > loss_disc_real_0: 0.14656595885753632 (0.09383853369702895) | > loss_disc_real_1: 0.18729454278945923 (0.19981991592794657) | > loss_disc_real_2: 0.13373395800590515 (0.19829079632957777) | > loss_disc_real_3: 0.21274101734161377 (0.24305185675621033) | > loss_disc_real_4: 0.1907942295074463 (0.2487097345292568) | > loss_disc_real_5: 0.2686057388782501 (0.2500348128378391) | > loss_0: 2.426166534423828 (2.3844070335229235) | > loss_gen: 2.2812201976776123 (2.327085927128792) | > loss_kl: 2.201291561126709 (2.512388209501902) | > loss_feat: 8.43024730682373 (6.828504304091136) | > loss_mel: 20.246318817138672 (18.82729895909627) | > loss_duration: 2.4686453342437744 (2.2919333577156067) | > loss_1: 35.627723693847656 (32.78721030553182)  --> STEP: 25 | > loss_disc: 2.1365342140197754 (2.3744921207427976) | > loss_disc_real_0: 0.10247603058815002 (0.0941840335726738) | > loss_disc_real_1: 0.15978959202766418 (0.19821870297193528) | > loss_disc_real_2: 0.17736467719078064 (0.1974537515640259) | > loss_disc_real_3: 0.20130789279937744 (0.24138209819793702) | > loss_disc_real_4: 0.21120475232601166 (0.247209535241127) | > loss_disc_real_5: 0.14990167319774628 (0.24602948725223542) | > loss_0: 2.1365342140197754 (2.3744921207427976) | > loss_gen: 2.3340632915496826 (2.3273650217056274) | > loss_kl: 2.270045518875122 (2.502694501876831) | > loss_feat: 8.777677536010742 (6.90647123336792) | > loss_mel: 18.58670997619629 (18.817675399780274) | > loss_duration: 2.3302392959594727 (2.2934655952453613) | > loss_1: 34.298736572265625 (32.847671356201175)  --> STEP: 26 | > loss_disc: 2.843998670578003 (2.3925500649672284) | > loss_disc_real_0: 0.22627396881580353 (0.09926441569740956) | > loss_disc_real_1: 0.18330571055412292 (0.19764512634048095) | > loss_disc_real_2: 0.1605611890554428 (0.1960348068521573) | > loss_disc_real_3: 0.2389666885137558 (0.2412891978254685) | > loss_disc_real_4: 0.2898670434951782 (0.24885020863551358) | > loss_disc_real_5: 0.22884483635425568 (0.24536853914077467) | > loss_0: 2.843998670578003 (2.3925500649672284) | > loss_gen: 1.7889372110366821 (2.3066562597568216) | > loss_kl: 2.009554624557495 (2.483727583518395) | > loss_feat: 5.805365085601807 (6.864120996915377) | > loss_mel: 11.284473419189453 (18.527936862065243) | > loss_duration: 2.2691168785095215 (2.2925291061401367) | > loss_1: 23.157445907592773 (32.474970377408546) --> EVAL PERFORMANCE | > avg_loader_time: 0.00252841069148137 (+2.1338462829589844e-05) | > avg_loss_disc: 2.3925500649672284 (+0.05555589382464987) | > avg_loss_disc_real_0: 0.09926441569740956 (-0.02075682666439277) | > avg_loss_disc_real_1: 0.19764512634048095 (-0.036841853020282894) | > avg_loss_disc_real_2: 0.1960348068521573 (-0.035165027357064754) | > avg_loss_disc_real_3: 0.2412891978254685 (+0.000667965182891278) | > avg_loss_disc_real_4: 0.24885020863551358 (+0.03528983489825174) | > avg_loss_disc_real_5: 0.24536853914077467 (+0.0026533431731737833) | > avg_loss_0: 2.3925500649672284 (+0.05555589382464987) | > avg_loss_gen: 2.3066562597568216 (-0.2453174591064462) | > avg_loss_kl: 2.483727583518395 (+0.10067410652454134) | > avg_loss_feat: 6.864120996915377 (-0.7010517487159147) | > avg_loss_mel: 18.527936862065243 (-0.19911175507765932) | > avg_loss_duration: 2.2925291061401367 (+0.015079892598666156) | > avg_loss_1: 32.474970377408546 (-1.0297277890718917)  > EPOCH: 247/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:47:55)   --> TIME: 2024-06-11 01:48:01 -- STEP: 14/330 -- GLOBAL_STEP: 169525 | > loss_disc: 2.237971305847168 (2.3451249769755766) | > loss_disc_real_0: 0.11408687382936478 (0.11124347256762641) | > loss_disc_real_1: 0.15308010578155518 (0.19808354122298105) | > loss_disc_real_2: 0.21391800045967102 (0.21578656349863326) | > loss_disc_real_3: 0.19174620509147644 (0.22842602006026677) | > loss_disc_real_4: 0.19484181702136993 (0.22477383805172785) | > loss_disc_real_5: 0.18139693140983582 (0.21744674337761744) | > loss_0: 2.237971305847168 (2.3451249769755766) | > grad_norm_0: tensor(10.0115, device='cuda:0') (tensor(10.2104, device='cuda:0')) | > loss_gen: 2.6169281005859375 (2.487522227423532) | > loss_kl: 1.8339653015136719 (1.7519124746322632) | > loss_feat: 7.592727184295654 (6.85690838950021) | > loss_mel: 18.917512893676758 (18.912747928074428) | > loss_duration: 2.0904102325439453 (2.173498085566929) | > loss_1: 33.051544189453125 (32.182589530944824) | > grad_norm_1: tensor(172.4277, device='cuda:0') (tensor(106.0315, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3467 (0.3770961420876639) | > loader_time: 0.0028 (0.0030633722032819477)  --> TIME: 2024-06-11 01:48:10 -- STEP: 39/330 -- GLOBAL_STEP: 169550 | > loss_disc: 2.2199437618255615 (2.307535165395492) | > loss_disc_real_0: 0.09314566105604172 (0.10973005837354904) | > loss_disc_real_1: 0.1981688290834427 (0.19934562230721498) | > loss_disc_real_2: 0.2102895826101303 (0.21207298300205132) | > loss_disc_real_3: 0.18092113733291626 (0.22535612300420418) | > loss_disc_real_4: 0.1870812624692917 (0.2206755593801156) | > loss_disc_real_5: 0.18969780206680298 (0.21465630332628885) | > loss_0: 2.2199437618255615 (2.307535165395492) | > grad_norm_0: tensor(31.4938, device='cuda:0') (tensor(11.1161, device='cuda:0')) | > loss_gen: 2.5691540241241455 (2.534418515669994) | > loss_kl: 1.826277732849121 (1.7733744046626947) | > loss_feat: 8.41067886352539 (7.157999906784449) | > loss_mel: 19.192142486572266 (18.924759840353943) | > loss_duration: 2.05241060256958 (2.09345403390053) | > loss_1: 34.05066680908203 (32.48400697952661) | > grad_norm_1: tensor(187.5414, device='cuda:0') (tensor(118.7581, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3527 (0.3665336706699469) | > loader_time: 0.0034 (0.0032248863807091345)  --> TIME: 2024-06-11 01:48:19 -- STEP: 64/330 -- GLOBAL_STEP: 169575 | > loss_disc: 2.26737904548645 (2.305415071547031) | > loss_disc_real_0: 0.0874682366847992 (0.11078590014949441) | > loss_disc_real_1: 0.22597993910312653 (0.19926609168760478) | > loss_disc_real_2: 0.20508819818496704 (0.21008580341003835) | > loss_disc_real_3: 0.22824940085411072 (0.22779770521447062) | > loss_disc_real_4: 0.18787215650081635 (0.2213668783660978) | > loss_disc_real_5: 0.18059265613555908 (0.21348118060268462) | > loss_0: 2.26737904548645 (2.305415071547031) | > grad_norm_0: tensor(21.9681, device='cuda:0') (tensor(11.5137, device='cuda:0')) | > loss_gen: 2.5842490196228027 (2.5453784614801407) | > loss_kl: 1.881847620010376 (1.7813575472682714) | > loss_feat: 7.473460674285889 (7.277975536882877) | > loss_mel: 19.164207458496094 (18.96549096703529) | > loss_duration: 2.0134992599487305 (2.0673744566738614) | > loss_1: 33.11726379394531 (32.63757714629173) | > grad_norm_1: tensor(230.8710, device='cuda:0') (tensor(128.7675, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3689 (0.366705946624279) | > loader_time: 0.0035 (0.003403604030609131)  --> TIME: 2024-06-11 01:48:29 -- STEP: 89/330 -- GLOBAL_STEP: 169600 | > loss_disc: 2.3203108310699463 (2.3129531801416627) | > loss_disc_real_0: 0.11761718988418579 (0.11479470569096256) | > loss_disc_real_1: 0.24157337844371796 (0.19942069522450478) | > loss_disc_real_2: 0.18199469149112701 (0.21220539660935991) | > loss_disc_real_3: 0.22455964982509613 (0.22751632784859518) | > loss_disc_real_4: 0.21263530850410461 (0.22146923555417009) | > loss_disc_real_5: 0.20818018913269043 (0.21493365741177892) | > loss_0: 2.3203108310699463 (2.3129531801416627) | > grad_norm_0: tensor(33.3301, device='cuda:0') (tensor(13.3780, device='cuda:0')) | > loss_gen: 2.5247206687927246 (2.5504422428902624) | > loss_kl: 1.858717918395996 (1.7792770259835746) | > loss_feat: 7.169928550720215 (7.287739957316538) | > loss_mel: 18.998165130615234 (18.936786523026026) | > loss_duration: 2.060450792312622 (2.0570310019375238) | > loss_1: 32.61198425292969 (32.61127686232665) | > grad_norm_1: tensor(391.9634, device='cuda:0') (tensor(152.6669, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3743 (0.36783621820171225) | > loader_time: 0.0039 (0.0035379736611012664)  --> TIME: 2024-06-11 01:48:39 -- STEP: 114/330 -- GLOBAL_STEP: 169625 | > loss_disc: 2.317594051361084 (2.315580913895054) | > loss_disc_real_0: 0.0997646301984787 (0.11604044645240434) | > loss_disc_real_1: 0.17576564848423004 (0.19922783108134018) | > loss_disc_real_2: 0.2314119189977646 (0.21334193516195865) | > loss_disc_real_3: 0.22705958783626556 (0.22660617334278008) | > loss_disc_real_4: 0.22138485312461853 (0.22149021858186052) | > loss_disc_real_5: 0.18744158744812012 (0.21373327364001357) | > loss_0: 2.317594051361084 (2.315580913895054) | > grad_norm_0: tensor(13.6969, device='cuda:0') (tensor(15.9267, device='cuda:0')) | > loss_gen: 2.6328887939453125 (2.54864105634522) | > loss_kl: 1.9105473756790161 (1.7839954098065693) | > loss_feat: 7.458874225616455 (7.293315159647088) | > loss_mel: 18.98056411743164 (18.923750308522) | > loss_duration: 2.054429531097412 (2.0548362271827574) | > loss_1: 33.03730392456055 (32.60453824829637) | > grad_norm_1: tensor(279.3363, device='cuda:0') (tensor(180.0165, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3679 (0.36929895794182493) | > loader_time: 0.0038 (0.003637468605710749)  --> TIME: 2024-06-11 01:48:48 -- STEP: 139/330 -- GLOBAL_STEP: 169650 | > loss_disc: 2.1619274616241455 (2.3086904450286196) | > loss_disc_real_0: 0.11206664144992828 (0.115240752696991) | > loss_disc_real_1: 0.2083449363708496 (0.1983849519877125) | > loss_disc_real_2: 0.17378577589988708 (0.21314967021667705) | > loss_disc_real_3: 0.1805170774459839 (0.22678076952910253) | > loss_disc_real_4: 0.18530328571796417 (0.22116569166989636) | > loss_disc_real_5: 0.1796143800020218 (0.21338988368888553) | > loss_0: 2.1619274616241455 (2.3086904450286196) | > grad_norm_0: tensor(30.6472, device='cuda:0') (tensor(17.0440, device='cuda:0')) | > loss_gen: 2.614386558532715 (2.553575136678682) | > loss_kl: 1.8304258584976196 (1.7865993736459196) | > loss_feat: 8.198348045349121 (7.320887071623219) | > loss_mel: 19.112361907958984 (18.91429935427878) | > loss_duration: 2.1102771759033203 (2.057198366672874) | > loss_1: 33.86579895019531 (32.63255930289947) | > grad_norm_1: tensor(483.8319, device='cuda:0') (tensor(194.9119, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3842 (0.3711106691429083) | > loader_time: 0.0039 (0.003734226707074282)  --> TIME: 2024-06-11 01:48:58 -- STEP: 164/330 -- GLOBAL_STEP: 169675 | > loss_disc: 2.458794355392456 (2.3092379584545033) | > loss_disc_real_0: 0.07771749794483185 (0.11537389616232095) | > loss_disc_real_1: 0.21534089744091034 (0.19867561030678632) | > loss_disc_real_2: 0.24739253520965576 (0.21388720275788778) | > loss_disc_real_3: 0.22906169295310974 (0.22669046372175217) | > loss_disc_real_4: 0.24572689831256866 (0.22147575120736912) | > loss_disc_real_5: 0.2200431078672409 (0.212983356743324) | > loss_0: 2.458794355392456 (2.3092379584545033) | > grad_norm_0: tensor(43.5450, device='cuda:0') (tensor(19.4182, device='cuda:0')) | > loss_gen: 2.407169818878174 (2.5599835762163488) | > loss_kl: 1.75746488571167 (1.789612170399689) | > loss_feat: 6.611957550048828 (7.369080025975297) | > loss_mel: 18.042972564697266 (18.949999646442684) | > loss_duration: 2.1211469173431396 (2.0585170955192775) | > loss_1: 30.940711975097656 (32.72719257633859) | > grad_norm_1: tensor(328.3705, device='cuda:0') (tensor(215.8763, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3795 (0.37334209825934445) | > loader_time: 0.0047 (0.0038328868586842606)  --> TIME: 2024-06-11 01:49:08 -- STEP: 189/330 -- GLOBAL_STEP: 169700 | > loss_disc: 2.154329299926758 (2.3088073440329726) | > loss_disc_real_0: 0.08392854034900665 (0.11551065124058851) | > loss_disc_real_1: 0.2201257348060608 (0.1988680494367761) | > loss_disc_real_2: 0.2029009461402893 (0.21415798255690827) | > loss_disc_real_3: 0.20632916688919067 (0.22614544827155966) | > loss_disc_real_4: 0.2072395533323288 (0.2214921864252242) | > loss_disc_real_5: 0.23407939076423645 (0.21346356905011266) | > loss_0: 2.154329299926758 (2.3088073440329726) | > grad_norm_0: tensor(4.7413, device='cuda:0') (tensor(21.3359, device='cuda:0')) | > loss_gen: 3.0311660766601562 (2.5636990310023067) | > loss_kl: 1.80984365940094 (1.7883141967985365) | > loss_feat: 7.833381652832031 (7.369065892759454) | > loss_mel: 19.18840789794922 (18.92765507370075) | > loss_duration: 2.1327602863311768 (2.064847126208918) | > loss_1: 33.99555969238281 (32.713581367775234) | > grad_norm_1: tensor(423.3510, device='cuda:0') (tensor(231.8345, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3897 (0.37545291961185523) | > loader_time: 0.005 (0.003957690385283617)  --> TIME: 2024-06-11 01:49:18 -- STEP: 214/330 -- GLOBAL_STEP: 169725 | > loss_disc: 2.4349918365478516 (2.3073416123880404) | > loss_disc_real_0: 0.06478660553693771 (0.11594157873121937) | > loss_disc_real_1: 0.2039855718612671 (0.19842866996181346) | > loss_disc_real_2: 0.2143310308456421 (0.21460627841058183) | > loss_disc_real_3: 0.22691531479358673 (0.22543727648313913) | > loss_disc_real_4: 0.2639915347099304 (0.220921534104882) | > loss_disc_real_5: 0.24208281934261322 (0.21301097910259364) | > loss_0: 2.4349918365478516 (2.3073416123880404) | > grad_norm_0: tensor(30.2355, device='cuda:0') (tensor(23.6656, device='cuda:0')) | > loss_gen: 2.3418869972229004 (2.5676427322013358) | > loss_kl: 1.7159748077392578 (1.7897440596161602) | > loss_feat: 6.785465240478516 (7.391686328103609) | > loss_mel: 18.826932907104492 (18.890022554130194) | > loss_duration: 2.1719472408294678 (2.0709904588271546) | > loss_1: 31.842206954956055 (32.71008617187213) | > grad_norm_1: tensor(271.4379, device='cuda:0') (tensor(250.2261, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.3984 (0.37842166980850367) | > loader_time: 0.0049 (0.004091112413138985)  --> TIME: 2024-06-11 01:49:29 -- STEP: 239/330 -- GLOBAL_STEP: 169750 | > loss_disc: 2.33463454246521 (2.305214360169287) | > loss_disc_real_0: 0.15924744307994843 (0.11626321175544832) | > loss_disc_real_1: 0.22362369298934937 (0.19857712426694368) | > loss_disc_real_2: 0.22309599816799164 (0.21448150202320213) | > loss_disc_real_3: 0.23479850590229034 (0.2251617399718472) | > loss_disc_real_4: 0.2709028124809265 (0.2206709813872142) | > loss_disc_real_5: 0.23445694148540497 (0.2129584873819949) | > loss_0: 2.33463454246521 (2.305214360169287) | > grad_norm_0: tensor(15.5947, device='cuda:0') (tensor(25.0393, device='cuda:0')) | > loss_gen: 2.6546051502227783 (2.572931677726522) | > loss_kl: 1.7121622562408447 (1.7886474551516098) | > loss_feat: 7.442314624786377 (7.404859265522977) | > loss_mel: 18.466646194458008 (18.8614746317205) | > loss_duration: 2.1188735961914062 (2.078082040762803) | > loss_1: 32.39460372924805 (32.705995112782226) | > grad_norm_1: tensor(303.1992, device='cuda:0') (tensor(265.8201, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.4208 (0.382654652934693) | > loader_time: 0.006 (0.004240264453648521)  --> TIME: 2024-06-11 01:49:40 -- STEP: 264/330 -- GLOBAL_STEP: 169775 | > loss_disc: 2.300170660018921 (2.307439953991861) | > loss_disc_real_0: 0.098549485206604 (0.11646860667193931) | > loss_disc_real_1: 0.2321886569261551 (0.19862855355622192) | > loss_disc_real_2: 0.22552265226840973 (0.21457584202289584) | > loss_disc_real_3: 0.23446111381053925 (0.22558415658546216) | > loss_disc_real_4: 0.2148311883211136 (0.2216321728897817) | > loss_disc_real_5: 0.18391244113445282 (0.21329264952377835) | > loss_0: 2.300170660018921 (2.307439953991861) | > grad_norm_0: tensor(38.1205, device='cuda:0') (tensor(24.4324, device='cuda:0')) | > loss_gen: 2.403773784637451 (2.568099997260354) | > loss_kl: 1.7712041139602661 (1.7879489429972388) | > loss_feat: 6.979106426239014 (7.419523242748145) | > loss_mel: 17.834665298461914 (18.84413972767916) | > loss_duration: 2.1935269832611084 (2.0848353902498897) | > loss_1: 31.18227767944336 (32.7045473763437) | > grad_norm_1: tensor(337.0841, device='cuda:0') (tensor(266.4802, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.4396 (0.3870636333118786) | > loader_time: 0.0057 (0.004392224730867327)  --> TIME: 2024-06-11 01:49:51 -- STEP: 289/330 -- GLOBAL_STEP: 169800 | > loss_disc: 2.389878273010254 (2.3062777766719402) | > loss_disc_real_0: 0.1194993108510971 (0.11660267058179866) | > loss_disc_real_1: 0.1871177852153778 (0.19886224631825944) | > loss_disc_real_2: 0.21798238158226013 (0.21452704670107484) | > loss_disc_real_3: 0.22610777616500854 (0.22490984082840718) | > loss_disc_real_4: 0.24082154035568237 (0.22154211002856386) | > loss_disc_real_5: 0.23234477639198303 (0.21322009797533487) | > loss_0: 2.389878273010254 (2.3062777766719402) | > grad_norm_0: tensor(33.0453, device='cuda:0') (tensor(24.7223, device='cuda:0')) | > loss_gen: 2.3901243209838867 (2.5652014540965995) | > loss_kl: 1.9046128988265991 (1.7889143348152663) | > loss_feat: 7.120012283325195 (7.433340044582591) | > loss_mel: 18.094642639160156 (18.80559960203599) | > loss_duration: 2.2305588722229004 (2.0934586260970502) | > loss_1: 31.73995018005371 (32.68651413175063) | > grad_norm_1: tensor(329.3546, device='cuda:0') (tensor(270.5536, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.4585 (0.3922591209411621) | > loader_time: 0.0065 (0.004560903694390424)  --> TIME: 2024-06-11 01:50:04 -- STEP: 314/330 -- GLOBAL_STEP: 169825 | > loss_disc: 2.468123197555542 (2.306785607793528) | > loss_disc_real_0: 0.22097530961036682 (0.11715880663958704) | > loss_disc_real_1: 0.20421530306339264 (0.19916274374837323) | > loss_disc_real_2: 0.20213928818702698 (0.21459105862363878) | > loss_disc_real_3: 0.258100688457489 (0.22497442165377793) | > loss_disc_real_4: 0.20865820348262787 (0.2214464457931032) | > loss_disc_real_5: 0.21586288511753082 (0.2130840072396454) | > loss_0: 2.468123197555542 (2.306785607793528) | > grad_norm_0: tensor(87.4629, device='cuda:0') (tensor(25.2557, device='cuda:0')) | > loss_gen: 2.5312933921813965 (2.564096562422005) | > loss_kl: 1.8077831268310547 (1.7893839338023192) | > loss_feat: 7.164120674133301 (7.452141295572755) | > loss_mel: 18.45734977722168 (18.772912620738808) | > loss_duration: 2.2914907932281494 (2.1053770431287746) | > loss_1: 32.252037048339844 (32.683911548298646) | > grad_norm_1: tensor(272.8201, device='cuda:0') (tensor(278.3674, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.5449 (0.40041879711637074) | > loader_time: 0.0078 (0.00478779054751062)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9073185920715332 (1.9073185920715332) | > loss_disc_real_0: 0.11816845834255219 (0.11816845834255219) | > loss_disc_real_1: 0.22544607520103455 (0.22544607520103455) | > loss_disc_real_2: 0.17359806597232819 (0.17359806597232819) | > loss_disc_real_3: 0.17826727032661438 (0.17826727032661438) | > loss_disc_real_4: 0.26317062973976135 (0.26317062973976135) | > loss_disc_real_5: 0.1501227617263794 (0.1501227617263794) | > loss_0: 1.9073185920715332 (1.9073185920715332) | > loss_gen: 3.0104336738586426 (3.0104336738586426) | > loss_kl: 1.920947551727295 (1.920947551727295) | > loss_feat: 8.851640701293945 (8.851640701293945) | > loss_mel: 19.484514236450195 (19.484514236450195) | > loss_duration: 2.89876651763916 (2.89876651763916) | > loss_1: 36.16630172729492 (36.16630172729492)  --> STEP: 1 | > loss_disc: 2.3893837928771973 (2.3893837928771973) | > loss_disc_real_0: 0.11264273524284363 (0.11264273524284363) | > loss_disc_real_1: 0.29065725207328796 (0.29065725207328796) | > loss_disc_real_2: 0.18998803198337555 (0.18998803198337555) | > loss_disc_real_3: 0.26689496636390686 (0.26689496636390686) | > loss_disc_real_4: 0.2663020193576813 (0.2663020193576813) | > loss_disc_real_5: 0.24636387825012207 (0.24636387825012207) | > loss_0: 2.3893837928771973 (2.3893837928771973) | > loss_gen: 2.534557580947876 (2.534557580947876) | > loss_kl: 2.2176783084869385 (2.2176783084869385) | > loss_feat: 5.193329811096191 (5.193329811096191) | > loss_mel: 18.404441833496094 (18.404441833496094) | > loss_duration: 2.322171211242676 (2.322171211242676) | > loss_1: 30.672176361083984 (30.672176361083984)  --> STEP: 2 | > loss_disc: 2.182399272918701 (2.285891532897949) | > loss_disc_real_0: 0.11305899918079376 (0.1128508672118187) | > loss_disc_real_1: 0.20402760803699493 (0.24734243005514145) | > loss_disc_real_2: 0.25181710720062256 (0.22090256959199905) | > loss_disc_real_3: 0.24462288618087769 (0.2557589262723923) | > loss_disc_real_4: 0.2289886772632599 (0.24764534831047058) | > loss_disc_real_5: 0.2582100033760071 (0.2522869408130646) | > loss_0: 2.182399272918701 (2.285891532897949) | > loss_gen: 2.8844351768493652 (2.7094963788986206) | > loss_kl: 2.682366371154785 (2.450022339820862) | > loss_feat: 6.546326160430908 (5.86982798576355) | > loss_mel: 19.121896743774414 (18.763169288635254) | > loss_duration: 2.4135003089904785 (2.367835760116577) | > loss_1: 33.64852523803711 (32.16035079956055)  --> STEP: 3 | > loss_disc: 2.2178754806518555 (2.2632195154825845) | > loss_disc_real_0: 0.07311084866523743 (0.09960419436295827) | > loss_disc_real_1: 0.3332727551460266 (0.27598587175210315) | > loss_disc_real_2: 0.1957457810640335 (0.21251697341601053) | > loss_disc_real_3: 0.20090731978416443 (0.237475057442983) | > loss_disc_real_4: 0.20733392238616943 (0.23420820633570352) | > loss_disc_real_5: 0.2607499063014984 (0.25510792930920917) | > loss_0: 2.2178754806518555 (2.2632195154825845) | > loss_gen: 2.7782325744628906 (2.7324084440867105) | > loss_kl: 2.522937297821045 (2.474327325820923) | > loss_feat: 6.305653095245361 (6.015103022257487) | > loss_mel: 19.937030792236328 (19.154456456502277) | > loss_duration: 2.1607706546783447 (2.298814058303833) | > loss_1: 33.70462417602539 (32.67510859171549)  --> STEP: 4 | > loss_disc: 1.9915385246276855 (2.19529926776886) | > loss_disc_real_0: 0.06750386953353882 (0.09157911315560341) | > loss_disc_real_1: 0.2556770145893097 (0.2709086574614048) | > loss_disc_real_2: 0.1747898906469345 (0.20308520272374153) | > loss_disc_real_3: 0.2387867271900177 (0.23780297487974167) | > loss_disc_real_4: 0.17611390352249146 (0.2196846306324005) | > loss_disc_real_5: 0.12286626547574997 (0.22204751335084438) | > loss_0: 1.9915385246276855 (2.19529926776886) | > loss_gen: 2.6160428524017334 (2.7033170461654663) | > loss_kl: 2.5614309310913086 (2.4961032271385193) | > loss_feat: 8.25481128692627 (6.575030088424683) | > loss_mel: 17.98134994506836 (18.8611798286438) | > loss_duration: 2.261251926422119 (2.2894235253334045) | > loss_1: 33.674888610839844 (32.92505359649658)  --> STEP: 5 | > loss_disc: 2.1926021575927734 (2.1947598457336426) | > loss_disc_real_0: 0.1382259726524353 (0.10090848505496978) | > loss_disc_real_1: 0.18857930600643158 (0.25444278717041013) | > loss_disc_real_2: 0.16929660737514496 (0.19632748365402222) | > loss_disc_real_3: 0.18587873876094818 (0.22741812765598296) | > loss_disc_real_4: 0.25696101784706116 (0.22713990807533263) | > loss_disc_real_5: 0.2365952432155609 (0.22495705932378768) | > loss_0: 2.1926021575927734 (2.1947598457336426) | > loss_gen: 2.5213139057159424 (2.6669164180755613) | > loss_kl: 2.136958599090576 (2.4242743015289308) | > loss_feat: 5.6871747970581055 (6.397459030151367) | > loss_mel: 17.40298843383789 (18.56954154968262) | > loss_duration: 2.411703109741211 (2.313879442214966) | > loss_1: 30.160139083862305 (32.372070693969725)  --> STEP: 6 | > loss_disc: 2.2802226543426514 (2.2090036471684775) | > loss_disc_real_0: 0.07874026149511337 (0.09721378112832706) | > loss_disc_real_1: 0.26555633544921875 (0.25629504521687824) | > loss_disc_real_2: 0.24218600988388062 (0.20397057135899863) | > loss_disc_real_3: 0.2321814000606537 (0.22821200639009476) | > loss_disc_real_4: 0.2528805136680603 (0.23143000900745392) | > loss_disc_real_5: 0.19809576869010925 (0.22048017755150795) | > loss_0: 2.2802226543426514 (2.2090036471684775) | > loss_gen: 2.5740630626678467 (2.6514408588409424) | > loss_kl: 1.9574609994888306 (2.3464720845222473) | > loss_feat: 5.510501861572266 (6.249632835388184) | > loss_mel: 19.02072525024414 (18.64473883310954) | > loss_duration: 2.0979042053222656 (2.2778835693995156) | > loss_1: 31.160654067993164 (32.17016792297363)  --> STEP: 7 | > loss_disc: 2.4176270961761475 (2.238806997026716) | > loss_disc_real_0: 0.14849282801151276 (0.10453935925449644) | > loss_disc_real_1: 0.2913340926170349 (0.26130062341690063) | > loss_disc_real_2: 0.19332008063793182 (0.2024490726845605) | > loss_disc_real_3: 0.24270205199718475 (0.23028201290539332) | > loss_disc_real_4: 0.2774065434932709 (0.23799808536257064) | > loss_disc_real_5: 0.26542937755584717 (0.2269014918378421) | > loss_0: 2.4176270961761475 (2.238806997026716) | > loss_gen: 2.560537815093994 (2.6384547097342357) | > loss_kl: 2.8479926586151123 (2.418117880821228) | > loss_feat: 5.222764492034912 (6.1029373577662875) | > loss_mel: 17.444345474243164 (18.4732540675572) | > loss_duration: 2.407609224319458 (2.2964158058166504) | > loss_1: 30.48324966430664 (31.92917960030692)  --> STEP: 8 | > loss_disc: 2.168201208114624 (2.2299812734127045) | > loss_disc_real_0: 0.04206516966223717 (0.09673008555546403) | > loss_disc_real_1: 0.15597563982009888 (0.24813500046730042) | > loss_disc_real_2: 0.1682519018650055 (0.19817442633211613) | > loss_disc_real_3: 0.2658586800098419 (0.2347290962934494) | > loss_disc_real_4: 0.2434118390083313 (0.2386748045682907) | > loss_disc_real_5: 0.3378347158432007 (0.24076814483851194) | > loss_0: 2.168201208114624 (2.2299812734127045) | > loss_gen: 2.775111675262451 (2.6555368304252625) | > loss_kl: 2.211646795272827 (2.392308995127678) | > loss_feat: 12.275350570678711 (6.874489009380341) | > loss_mel: 20.426897048950195 (18.717459440231323) | > loss_duration: 2.1853785514831543 (2.2825361490249634) | > loss_1: 39.874385833740234 (32.922330379486084)  --> STEP: 9 | > loss_disc: 2.2577316761016846 (2.233064651489258) | > loss_disc_real_0: 0.2659927010536194 (0.11553704283303684) | > loss_disc_real_1: 0.24428968131542206 (0.24770774278375837) | > loss_disc_real_2: 0.17087426781654358 (0.1951410753859414) | > loss_disc_real_3: 0.21552632749080658 (0.23259545531537798) | > loss_disc_real_4: 0.14140541851520538 (0.22786709500683677) | > loss_disc_real_5: 0.21510213613510132 (0.23791636609368855) | > loss_0: 2.2577316761016846 (2.233064651489258) | > loss_gen: 2.8433566093444824 (2.6764056947496204) | > loss_kl: 2.774312973022461 (2.4347538815604315) | > loss_feat: 9.736295700073242 (7.1924675305684405) | > loss_mel: 18.930023193359375 (18.74107763502333) | > loss_duration: 2.1117959022521973 (2.263565010494656) | > loss_1: 36.39578628540039 (33.30826992458768)  --> STEP: 10 | > loss_disc: 2.644806146621704 (2.2742388010025025) | > loss_disc_real_0: 0.1600358784198761 (0.11998692639172077) | > loss_disc_real_1: 0.3441637456417084 (0.2573533430695534) | > loss_disc_real_2: 0.27323079109191895 (0.20295004695653915) | > loss_disc_real_3: 0.2981071472167969 (0.23914662450551988) | > loss_disc_real_4: 0.31553879380226135 (0.23663426488637923) | > loss_disc_real_5: 0.28274059295654297 (0.24239878877997398) | > loss_0: 2.644806146621704 (2.2742388010025025) | > loss_gen: 2.486121654510498 (2.657377290725708) | > loss_kl: 2.050917387008667 (2.396370232105255) | > loss_feat: 3.9648523330688477 (6.869706010818481) | > loss_mel: 13.703035354614258 (18.23727340698242) | > loss_duration: 2.2795426845550537 (2.265162777900696) | > loss_1: 24.48447036743164 (32.42588996887207)  --> STEP: 11 | > loss_disc: 1.9047167301177979 (2.2406458854675293) | > loss_disc_real_0: 0.08518873155117035 (0.11682345413348892) | > loss_disc_real_1: 0.234568253159523 (0.2552819712595506) | > loss_disc_real_2: 0.24058228731155396 (0.20637115971608597) | > loss_disc_real_3: 0.18366040289402008 (0.23410242254083807) | > loss_disc_real_4: 0.11038076132535934 (0.22515667365355926) | > loss_disc_real_5: 0.20346412062644958 (0.23885927349328995) | > loss_0: 1.9047167301177979 (2.2406458854675293) | > loss_gen: 2.966775894165039 (2.68550443649292) | > loss_kl: 2.5459752082824707 (2.409970684485002) | > loss_feat: 9.087118148803711 (7.071288932453502) | > loss_mel: 20.30436134338379 (18.42519049210982) | > loss_duration: 2.3568544387817383 (2.273498383435336) | > loss_1: 37.26108169555664 (32.865452853116125)  --> STEP: 12 | > loss_disc: 2.4751222133636475 (2.2601855794588723) | > loss_disc_real_0: 0.14223259687423706 (0.11894088269521792) | > loss_disc_real_1: 0.31377097964286804 (0.2601560552914937) | > loss_disc_real_2: 0.19211621582508087 (0.20518324772516885) | > loss_disc_real_3: 0.2558850646018982 (0.23591764271259308) | > loss_disc_real_4: 0.23071922361850739 (0.2256202194839716) | > loss_disc_real_5: 0.23955729603767395 (0.23891744203865528) | > loss_0: 2.4751222133636475 (2.2601855794588723) | > loss_gen: 2.436558723449707 (2.6647589604059854) | > loss_kl: 2.7342355251312256 (2.436992754538854) | > loss_feat: 6.978492259979248 (7.063555876413981) | > loss_mel: 15.23340892791748 (18.159208695093792) | > loss_duration: 2.196229934692383 (2.26705934604009) | > loss_1: 29.57892417907715 (32.59157546361288)  --> STEP: 13 | > loss_disc: 2.4222817420959473 (2.27265451504634) | > loss_disc_real_0: 0.101047582924366 (0.117564475020537) | > loss_disc_real_1: 0.36263319849967957 (0.2680389124613542) | > loss_disc_real_2: 0.2415107786655426 (0.20797767318212068) | > loss_disc_real_3: 0.293802410364151 (0.24037031714732832) | > loss_disc_real_4: 0.22804366052150726 (0.2258066380253205) | > loss_disc_real_5: 0.25145426392555237 (0.239881812953032) | > loss_0: 2.4222817420959473 (2.27265451504634) | > loss_gen: 2.764622211456299 (2.6724407489483175) | > loss_kl: 2.4876227378845215 (2.440887368642367) | > loss_feat: 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(32.83834934234619)  --> STEP: 15 | > loss_disc: 2.474151134490967 (2.289011939366659) | > loss_disc_real_0: 0.16184645891189575 (0.12170341884096464) | > loss_disc_real_1: 0.3252417743206024 (0.27006445129712425) | > loss_disc_real_2: 0.23279492557048798 (0.20857026775677998) | > loss_disc_real_3: 0.3395579755306244 (0.24687307476997375) | > loss_disc_real_4: 0.25072792172431946 (0.22577746361494064) | > loss_disc_real_5: 0.25588467717170715 (0.2404161368807157) | > loss_0: 2.474151134490967 (2.289011939366659) | > loss_gen: 2.6981163024902344 (2.6825917879740397) | > loss_kl: 3.094862937927246 (2.5261264562606813) | > loss_feat: 8.479158401489258 (7.28375358581543) | > loss_mel: 19.489660263061523 (18.289525286356607) | > loss_duration: 2.310649871826172 (2.2719590187072756) | > loss_1: 36.07244873046875 (33.053955968221025)  --> STEP: 16 | > loss_disc: 2.3979008197784424 (2.2958174943923955) | > loss_disc_real_0: 0.0903681069612503 (0.11974496184848249) | > loss_disc_real_1: 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loss_gen: 2.347153425216675 (2.639738096131219) | > loss_kl: 2.795898914337158 (2.4875810941060386) | > loss_feat: 11.330778121948242 (7.438991838031345) | > loss_mel: 20.025394439697266 (18.29872793621487) | > loss_duration: 2.268461227416992 (2.284399231274923) | > loss_1: 38.76768493652344 (33.149438010321724)  --> STEP: 19 | > loss_disc: 2.121896982192993 (2.30802019018876) | > loss_disc_real_0: 0.12209504842758179 (0.12866214368688433) | > loss_disc_real_1: 0.27742713689804077 (0.2703984293498491) | > loss_disc_real_2: 0.18651436269283295 (0.21039357310847231) | > loss_disc_real_3: 0.266171395778656 (0.24927328762255216) | > loss_disc_real_4: 0.17981934547424316 (0.22061453014612198) | > loss_disc_real_5: 0.20514574646949768 (0.23765359858148977) | > loss_0: 2.121896982192993 (2.30802019018876) | > loss_gen: 2.8263437747955322 (2.649559447639867) | > loss_kl: 1.9155077934265137 (2.4574719730176424) | > loss_feat: 8.634233474731445 (7.5018992925945085) | > loss_mel: 18.326032638549805 (18.300165025811445) | > loss_duration: 2.273226022720337 (2.2838111676667867) | > loss_1: 33.975345611572266 (33.192906831440176)  --> STEP: 20 | > loss_disc: 2.1644673347473145 (2.300842547416688) | > loss_disc_real_0: 0.08216473460197449 (0.12633727323263882) | > loss_disc_real_1: 0.26517266035079956 (0.2701371408998966) | > loss_disc_real_2: 0.22493255138397217 (0.21112052202224732) | > loss_disc_real_3: 0.23146666586399078 (0.2483829565346241) | > loss_disc_real_4: 0.24484041333198547 (0.22182582430541514) | > loss_disc_real_5: 0.2360975295305252 (0.23757579512894153) | > loss_0: 2.1644673347473145 (2.300842547416688) | > loss_gen: 2.867124557495117 (2.6604377031326294) | > loss_kl: 2.227280855178833 (2.4459624171257017) | > loss_feat: 8.236719131469727 (7.538640284538269) | > loss_mel: 18.216272354125977 (18.295970392227172) | > loss_duration: 2.2704126834869385 (2.283141243457794) | > loss_1: 33.81781005859375 (33.22415199279786)  --> STEP: 21 | > loss_disc: 2.3863556385040283 (2.3049145993732276) | > loss_disc_real_0: 0.11972889304161072 (0.1260225884616375) | > loss_disc_real_1: 0.31359970569610596 (0.27220678684257327) | > loss_disc_real_2: 0.30316442251205444 (0.21550356490271433) | > loss_disc_real_3: 0.25515276193618774 (0.24870532822041286) | > loss_disc_real_4: 0.22385239601135254 (0.2219223277199836) | > loss_disc_real_5: 0.25089743733406067 (0.238210159043471) | > loss_0: 2.3863556385040283 (2.3049145993732276) | > loss_gen: 2.705181121826172 (2.6625683421180364) | > loss_kl: 2.4317336082458496 (2.44528485479809) | > loss_feat: 7.0026774406433105 (7.513118244352794) | > loss_mel: 19.341327667236328 (18.345749310084752) | > loss_duration: 2.060063362121582 (2.2725184872036888) | > loss_1: 33.54098129272461 (33.23923910231818)  --> STEP: 22 | > loss_disc: 2.1528778076171875 (2.2980038361115898) | > loss_disc_real_0: 0.10257477313280106 (0.12495677867396311) | > loss_disc_real_1: 0.27746179699897766 (0.27244565094059164) | > loss_disc_real_2: 0.1557936668395996 (0.2127894786271182) | > loss_disc_real_3: 0.18097230792045593 (0.2456265545704148) | > loss_disc_real_4: 0.21193340420722961 (0.22146828574213115) | > loss_disc_real_5: 0.2709369659423828 (0.23969774117523973) | > loss_0: 2.1528778076171875 (2.2980038361115898) | > loss_gen: 2.7593584060668945 (2.666967890479348) | > loss_kl: 2.289802312850952 (2.4382174665277656) | > loss_feat: 8.360548973083496 (7.551637822931463) | > loss_mel: 19.542566299438477 (18.400150082328103) | > loss_duration: 2.1727466583251953 (2.267983404072848) | > loss_1: 35.125022888183594 (33.32495654713024)  --> STEP: 23 | > loss_disc: 2.358494997024536 (2.300633886586066) | > loss_disc_real_0: 0.1289503276348114 (0.12513041123747826) | > loss_disc_real_1: 0.32180237770080566 (0.2745915955823401) | > loss_disc_real_2: 0.2508288025856018 (0.21444336227748706) | > loss_disc_real_3: 0.24271970987319946 (0.24550017001836197) | > loss_disc_real_4: 0.24409624934196472 (0.22245211024647174) | > loss_disc_real_5: 0.2844979763031006 (0.24164557748514673) | > loss_0: 2.358494997024536 (2.300633886586066) | > loss_gen: 2.745927333831787 (2.6704009097555415) | > loss_kl: 2.6622350215911865 (2.4479573602261753) | > loss_feat: 8.059446334838867 (7.573716453883959) | > loss_mel: 18.1021728515625 (18.387194550555684) | > loss_duration: 2.270155668258667 (2.268077850341797) | > loss_1: 33.83993911743164 (33.347347093665086)  --> STEP: 24 | > loss_disc: 2.449939250946045 (2.306854943434398) | > loss_disc_real_0: 0.07346457242965698 (0.12297766795381904) | > loss_disc_real_1: 0.3742169439792633 (0.2787426517655452) | > loss_disc_real_2: 0.20810814201831818 (0.21417939476668835) | > loss_disc_real_3: 0.22275397181510925 (0.2445524117598931) | > loss_disc_real_4: 0.16328281164169312 (0.21998672280460596) | > loss_disc_real_5: 0.19253922998905182 (0.23959947967280945) | > loss_0: 2.449939250946045 (2.306854943434398) | > loss_gen: 2.268923044204712 (2.65367266535759) | > loss_kl: 2.3862831592559814 (2.4453876018524174) | > loss_feat: 6.213383674621582 (7.517035921414693) | > loss_mel: 18.443674087524414 (18.389547864596047) | > loss_duration: 2.4549684524536133 (2.2758649587631226) | > loss_1: 31.767230987548828 (33.28150892257691)  --> STEP: 25 | > loss_disc: 2.4291839599609375 (2.3117481040954595) | > loss_disc_real_0: 0.10958679765462875 (0.12244203314185143) | > loss_disc_real_1: 0.3402717113494873 (0.2812038141489029) | > loss_disc_real_2: 0.2808240056037903 (0.21684517920017243) | > loss_disc_real_3: 0.29456067085266113 (0.2465527421236038) | > loss_disc_real_4: 0.2511809468269348 (0.22123449176549911) | > loss_disc_real_5: 0.23208566009998322 (0.2392989268898964) | > loss_0: 2.4291839599609375 (2.3117481040954595) | > loss_gen: 2.759087562561035 (2.657889261245728) | > loss_kl: 2.360373020172119 (2.4419870185852055) | > loss_feat: 7.3954668045043945 (7.512173156738282) | > loss_mel: 17.23009490966797 (18.343169746398925) | > loss_duration: 2.3539881706237793 (2.278989887237549) | > loss_1: 32.0990104675293 (33.23420898437501)  --> STEP: 26 | > loss_disc: 2.7911438941955566 (2.330186403714694) | > loss_disc_real_0: 0.1593087762594223 (0.12385998480021954) | > loss_disc_real_1: 0.285588800907135 (0.28137246748575795) | > loss_disc_real_2: 0.21601203083992004 (0.2168131350324704) | > loss_disc_real_3: 0.28387773036956787 (0.24798831859460244) | > loss_disc_real_4: 0.26506534218788147 (0.22292029370482153) | > loss_disc_real_5: 0.29102566838264465 (0.2412884169473098) | > loss_0: 2.7911438941955566 (2.330186403714694) | > loss_gen: 1.8484441041946411 (2.6267567552053017) | > loss_kl: 2.184847831726074 (2.4320970498598546) | > loss_feat: 2.626884698867798 (7.324277446820186) | > loss_mel: 11.398829460144043 (18.076079735389122) | > loss_duration: 2.2617697715759277 (2.2783275750967174) | > loss_1: 20.320775985717773 (32.73753848442665) --> EVAL PERFORMANCE | > avg_loader_time: 0.002294384516202487 (-0.000234026175278883) | > avg_loss_disc: 2.330186403714694 (-0.06236366125253445) | > avg_loss_disc_real_0: 0.12385998480021954 (+0.02459556910280998) | > avg_loss_disc_real_1: 0.28137246748575795 (+0.083727341145277) | > avg_loss_disc_real_2: 0.2168131350324704 (+0.02077832818031311) | > avg_loss_disc_real_3: 0.24798831859460244 (+0.006699120769133926) | > avg_loss_disc_real_4: 0.22292029370482153 (-0.02592991493069205) | > avg_loss_disc_real_5: 0.2412884169473098 (-0.004080122193464875) | > avg_loss_0: 2.330186403714694 (-0.06236366125253445) | > avg_loss_gen: 2.6267567552053017 (+0.32010049544848007) | > avg_loss_kl: 2.4320970498598546 (-0.05163053365854031) | > avg_loss_feat: 7.324277446820186 (+0.460156449904809) | > avg_loss_mel: 18.076079735389122 (-0.45185712667612066) | > avg_loss_duration: 2.2783275750967174 (-0.014201531043419369) | > avg_loss_1: 32.73753848442665 (+0.2625681070181045)  > EPOCH: 248/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:50:33)   --> TIME: 2024-06-11 01:50:38 -- STEP: 9/330 -- GLOBAL_STEP: 169850 | > loss_disc: 2.3903069496154785 (2.3166663381788464) | > loss_disc_real_0: 0.09936276823282242 (0.10066395335727268) | > loss_disc_real_1: 0.19603371620178223 (0.19518593615955776) | > loss_disc_real_2: 0.2396238148212433 (0.21947657565275827) | > loss_disc_real_3: 0.23640522360801697 (0.22907826635572645) | > loss_disc_real_4: 0.2202894240617752 (0.2277947465578715) | > loss_disc_real_5: 0.23321351408958435 (0.2261290583345625) | > loss_0: 2.3903069496154785 (2.3166663381788464) | > grad_norm_0: tensor(22.9821, device='cuda:0') (tensor(23.1505, device='cuda:0')) | > loss_gen: 2.467313528060913 (2.510189904106988) | > loss_kl: 1.5474120378494263 (1.6829082700941298) | > loss_feat: 6.8212995529174805 (6.884000778198242) | > loss_mel: 18.887643814086914 (19.016063266330296) | > loss_duration: 2.1692819595336914 (2.2314499484168158) | > loss_1: 31.89295196533203 (32.32461251152886) | > grad_norm_1: tensor(163.3874, device='cuda:0') (tensor(190.5715, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.3368 (0.34784192509121364) | > loader_time: 0.0029 (0.002957026163736979)  --> TIME: 2024-06-11 01:50:46 -- STEP: 34/330 -- GLOBAL_STEP: 169875 | > loss_disc: 2.237811326980591 (2.2939205800785736) | > loss_disc_real_0: 0.06757059693336487 (0.10724151507019997) | > loss_disc_real_1: 0.19934843480587006 (0.19760573523886063) | > loss_disc_real_2: 0.15677304565906525 (0.2124930624576176) | > loss_disc_real_3: 0.2076098918914795 (0.22467508692951763) | > loss_disc_real_4: 0.20062418282032013 (0.22197901019278696) | > loss_disc_real_5: 0.18958617746829987 (0.21510165403870976) | > loss_0: 2.237811326980591 (2.2939205800785736) | > grad_norm_0: tensor(10.1915, device='cuda:0') (tensor(24.6453, device='cuda:0')) | > loss_gen: 2.4587371349334717 (2.5551375851911655) | > loss_kl: 1.9031212329864502 (1.7653060064596289) | > loss_feat: 7.880767345428467 (7.238923142938053) | > loss_mel: 18.89720344543457 (18.91223346485811) | > loss_duration: 2.085557460784912 (2.105584568837109) | > loss_1: 33.22538375854492 (32.57718501371497) | > grad_norm_1: tensor(408.5527, device='cuda:0') (tensor(241.9315, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.354 (0.34867900259354534) | > loader_time: 0.0037 (0.003136024755590102)  --> TIME: 2024-06-11 01:50:56 -- STEP: 59/330 -- GLOBAL_STEP: 169900 | > loss_disc: 2.453587532043457 (2.319489850836286) | > loss_disc_real_0: 0.12290625274181366 (0.11050252856339439) | > loss_disc_real_1: 0.17705054581165314 (0.1993755592127978) | > loss_disc_real_2: 0.2219696193933487 (0.21516048832465026) | > loss_disc_real_3: 0.2575167715549469 (0.22884075899245376) | > loss_disc_real_4: 0.21305498480796814 (0.22504701250690526) | > loss_disc_real_5: 0.22659361362457275 (0.21549634862754305) | > loss_0: 2.453587532043457 (2.319489850836286) | > grad_norm_0: tensor(15.3664, device='cuda:0') (tensor(20.3002, device='cuda:0')) | > loss_gen: 2.3246209621429443 (2.5540356555227506) | > loss_kl: 1.6819676160812378 (1.768666283558991) | > loss_feat: 6.788199424743652 (7.239778179233357) | > loss_mel: 18.113386154174805 (18.965091155747235) | > loss_duration: 2.0014657974243164 (2.0744607165708375) | > loss_1: 30.90964126586914 (32.60203228966665) | > grad_norm_1: tensor(95.0319, device='cuda:0') (tensor(194.6149, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.366 (0.3603129104032355) | > loader_time: 0.004 (0.0034954426652294094)  --> TIME: 2024-06-11 01:51:06 -- STEP: 84/330 -- GLOBAL_STEP: 169925 | > loss_disc: 2.3068056106567383 (2.320001573789688) | > loss_disc_real_0: 0.13852529227733612 (0.11207540067178863) | > loss_disc_real_1: 0.19609788060188293 (0.19976008470569337) | > loss_disc_real_2: 0.19901582598686218 (0.21502206847071648) | > loss_disc_real_3: 0.23566198348999023 (0.22731525646079154) | > loss_disc_real_4: 0.2038266956806183 (0.2251976684090637) | > loss_disc_real_5: 0.2065252810716629 (0.21531733373800913) | > loss_0: 2.3068056106567383 (2.320001573789688) | > grad_norm_0: tensor(7.4126, device='cuda:0') (tensor(17.0133, device='cuda:0')) | > loss_gen: 2.473273277282715 (2.546936148688906) | > loss_kl: 1.7887006998062134 (1.7867483368941717) | > loss_feat: 7.3496551513671875 (7.267181356747945) | > loss_mel: 17.88481903076172 (18.94716269629342) | > loss_duration: 2.1220624446868896 (2.0612240277585525) | > loss_1: 31.618511199951172 (32.60925290698097) | > grad_norm_1: tensor(98.5213, device='cuda:0') (tensor(168.3763, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.3782 (0.36761023033232915) | > loader_time: 0.0046 (0.0037605081285749164)  --> TIME: 2024-06-11 01:51:16 -- STEP: 109/330 -- GLOBAL_STEP: 169950 | > loss_disc: 2.1827478408813477 (2.3189971512610774) | > loss_disc_real_0: 0.13809460401535034 (0.11428572886854137) | > loss_disc_real_1: 0.21841947734355927 (0.19947889474553798) | > loss_disc_real_2: 0.2126215398311615 (0.21572634235981408) | > loss_disc_real_3: 0.2422623485326767 (0.22754635955762426) | > loss_disc_real_4: 0.20882609486579895 (0.22411436744786184) | > loss_disc_real_5: 0.1790342777967453 (0.21478480018606974) | > loss_0: 2.1827478408813477 (2.3189971512610774) | > grad_norm_0: tensor(9.1395, device='cuda:0') (tensor(15.4139, device='cuda:0')) | > loss_gen: 2.6483263969421387 (2.5468212027068526) | > loss_kl: 1.608473539352417 (1.7947740401696721) | > loss_feat: 7.054868698120117 (7.26649598462866) | > loss_mel: 18.572895050048828 (18.92016039857077) | > loss_duration: 2.001488208770752 (2.058914660313808) | > loss_1: 31.886051177978516 (32.5871665499626) | > grad_norm_1: tensor(59.1525, device='cuda:0') (tensor(151.2327, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.3687 (0.3711479563231862) | > loader_time: 0.0045 (0.0038951536931029155)  --> TIME: 2024-06-11 01:51:25 -- STEP: 134/330 -- GLOBAL_STEP: 169975 | > loss_disc: 2.434083938598633 (2.3202075406686595) | > loss_disc_real_0: 0.18113887310028076 (0.11477118346895744) | > loss_disc_real_1: 0.20862650871276855 (0.19914071239642242) | > loss_disc_real_2: 0.23708918690681458 (0.21576035678831498) | > loss_disc_real_3: 0.24644529819488525 (0.22769644344920542) | > loss_disc_real_4: 0.21359699964523315 (0.22413056254831715) | > loss_disc_real_5: 0.23216012120246887 (0.21538844026291548) | > loss_0: 2.434083938598633 (2.3202075406686595) | > grad_norm_0: tensor(21.2425, device='cuda:0') (tensor(15.6464, device='cuda:0')) | > loss_gen: 2.582500696182251 (2.551285425228859) | > loss_kl: 1.9452203512191772 (1.7923993165813277) | > loss_feat: 7.588322639465332 (7.292756258551754) | > loss_mel: 19.118452072143555 (18.939991367397024) | > loss_duration: 2.0496649742126465 (2.0590989447351715) | > loss_1: 33.28416061401367 (32.63553149664581) | > grad_norm_1: tensor(350.1656, device='cuda:0') (tensor(156.7351, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.3642 (0.3726987625235942) | > loader_time: 0.004 (0.003950014043210159)  --> TIME: 2024-06-11 01:51:35 -- STEP: 159/330 -- GLOBAL_STEP: 170000 | > loss_disc: 2.3287363052368164 (2.3184671416972433) | > loss_disc_real_0: 0.1063719242811203 (0.11435425117518166) | > loss_disc_real_1: 0.17264114320278168 (0.19876817599782398) | > loss_disc_real_2: 0.20617593824863434 (0.21613629874568316) | > loss_disc_real_3: 0.2172696888446808 (0.22733484217955632) | > loss_disc_real_4: 0.20355182886123657 (0.2230018546933648) | > loss_disc_real_5: 0.2009996473789215 (0.21501720279642622) | > loss_0: 2.3287363052368164 (2.3184671416972433) | > grad_norm_0: tensor(23.5994, device='cuda:0') (tensor(17.5465, device='cuda:0')) | > loss_gen: 2.483633041381836 (2.548796217396573) | > loss_kl: 1.8207799196243286 (1.7924758990605676) | > loss_feat: 6.975569248199463 (7.292618424637513) | > loss_mel: 17.96482276916504 (18.915934592672865) | > loss_duration: 2.0579795837402344 (2.059478582826052) | > loss_1: 31.302785873413086 (32.609303888284956) | > grad_norm_1: tensor(284.7602, device='cuda:0') (tensor(184.1966, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.39 (0.3763104999590221) | > loader_time: 0.0052 (0.0040753922372494126) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_170000.pth  --> TIME: 2024-06-11 01:51:50 -- STEP: 184/330 -- GLOBAL_STEP: 170025 | > loss_disc: 2.2606899738311768 (2.3181934810203075) | > loss_disc_real_0: 0.08854846656322479 (0.11513257759582737) | > loss_disc_real_1: 0.15800940990447998 (0.19823113836995926) | > loss_disc_real_2: 0.22456182539463043 (0.21606808593091759) | > loss_disc_real_3: 0.22549225389957428 (0.2275869142588066) | > loss_disc_real_4: 0.2416599839925766 (0.22284984531933846) | > loss_disc_real_5: 0.22269578278064728 (0.21471339690944422) | > loss_0: 2.2606899738311768 (2.3181934810203075) | > grad_norm_0: tensor(25.3751, device='cuda:0') (tensor(18.4924, device='cuda:0')) | > loss_gen: 2.4682374000549316 (2.547427742377568) | > loss_kl: 1.8435190916061401 (1.7928046461032787) | > loss_feat: 7.762665271759033 (7.302908164003621) | > loss_mel: 18.89255142211914 (18.91577254170958) | > loss_duration: 2.0821666717529297 (2.0642453237720164) | > loss_1: 33.04914093017578 (32.62315854818927) | > grad_norm_1: tensor(216.1653, device='cuda:0') (tensor(205.7864, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.385 (0.3787431652131288) | > loader_time: 0.0046 (0.004155572341836019)  --> TIME: 2024-06-11 01:52:00 -- STEP: 209/330 -- GLOBAL_STEP: 170050 | > loss_disc: 2.2443978786468506 (2.3202476307535873) | > loss_disc_real_0: 0.12072281539440155 (0.11581488274501271) | > loss_disc_real_1: 0.1438911259174347 (0.19868457074941054) | > loss_disc_real_2: 0.21103979647159576 (0.21606191807386407) | > loss_disc_real_3: 0.21314741671085358 (0.22726851010151458) | > loss_disc_real_4: 0.22679978609085083 (0.22329187920789398) | > loss_disc_real_5: 0.2057763636112213 (0.2148016786033457) | > loss_0: 2.2443978786468506 (2.3202476307535873) | > grad_norm_0: tensor(40.9396, device='cuda:0') (tensor(18.8744, device='cuda:0')) | > loss_gen: 2.5850625038146973 (2.5453298012035286) | > loss_kl: 1.727014183998108 (1.7937524803517542) | > loss_feat: 7.434384346008301 (7.315909107336017) | > loss_mel: 17.893604278564453 (18.87488314067349) | > loss_duration: 2.123660087585449 (2.0701836935070714) | > loss_1: 31.76372528076172 (32.600058341140375) | > grad_norm_1: tensor(408.8360, device='cuda:0') (tensor(210.3897, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.3933 (0.3805333221928355) | > loader_time: 0.0047 (0.004237916480981565)  --> TIME: 2024-06-11 01:52:11 -- STEP: 234/330 -- GLOBAL_STEP: 170075 | > loss_disc: 2.4022023677825928 (2.315428732806802) | > loss_disc_real_0: 0.16540741920471191 (0.11621952665030447) | > loss_disc_real_1: 0.225195974111557 (0.19836139169513664) | > loss_disc_real_2: 0.23891232907772064 (0.21595751576953465) | > loss_disc_real_3: 0.22907355427742004 (0.227312512568429) | > loss_disc_real_4: 0.23612745106220245 (0.22295675127424747) | > loss_disc_real_5: 0.19404667615890503 (0.21420743902269593) | > loss_0: 2.4022023677825928 (2.315428732806802) | > grad_norm_0: tensor(76.0516, device='cuda:0') (tensor(20.6321, device='cuda:0')) | > loss_gen: 2.414660930633545 (2.55534652359465) | > loss_kl: 1.683039903640747 (1.7928505886314263) | > loss_feat: 7.002151966094971 (7.348394320561336) | > loss_mel: 18.35687828063965 (18.84435325198704) | > loss_duration: 2.1445984840393066 (2.0769408584659934) | > loss_1: 31.601329803466797 (32.61788572001658) | > grad_norm_1: tensor(268.0105, device='cuda:0') (tensor(227.9212, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.4143 (0.3835331843449519) | > loader_time: 0.0051 (0.004365921020507814)  --> TIME: 2024-06-11 01:52:22 -- STEP: 259/330 -- GLOBAL_STEP: 170100 | > loss_disc: 2.2134971618652344 (2.314801351444143) | > loss_disc_real_0: 0.10767488926649094 (0.11583017701693023) | > loss_disc_real_1: 0.18838991224765778 (0.19837872056887412) | > loss_disc_real_2: 0.2089848518371582 (0.21566082554434257) | > loss_disc_real_3: 0.20732687413692474 (0.22732088061833475) | > loss_disc_real_4: 0.2115176022052765 (0.22330377109952876) | > loss_disc_real_5: 0.21558892726898193 (0.21413858303922484) | > loss_0: 2.2134971618652344 (2.314801351444143) | > grad_norm_0: tensor(31.7247, device='cuda:0') (tensor(21.6877, device='cuda:0')) | > loss_gen: 2.82715106010437 (2.5619735717773415) | > loss_kl: 1.7392308712005615 (1.793779838959683) | > loss_feat: 7.823022842407227 (7.369058053005616) | > loss_mel: 18.7586612701416 (18.818307412637253) | > loss_duration: 2.163264751434326 (2.082980487337444) | > loss_1: 33.31132888793945 (32.62609950916186) | > grad_norm_1: tensor(468.1768, device='cuda:0') (tensor(241.2801, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.4277 (0.387722853988294) | > loader_time: 0.0058 (0.004502119705023454)  --> TIME: 2024-06-11 01:52:33 -- STEP: 284/330 -- GLOBAL_STEP: 170125 | > loss_disc: 2.3204903602600098 (2.3166257554376646) | > loss_disc_real_0: 0.14109182357788086 (0.11680434011972286) | > loss_disc_real_1: 0.2159138172864914 (0.1986459838357609) | > loss_disc_real_2: 0.18527555465698242 (0.21545047029642989) | > loss_disc_real_3: 0.23026295006275177 (0.22690116252068057) | > loss_disc_real_4: 0.24021565914154053 (0.22294768486434305) | > loss_disc_real_5: 0.16950014233589172 (0.21396997303400245) | > loss_0: 2.3204903602600098 (2.3166257554376646) | > grad_norm_0: tensor(62.7402, device='cuda:0') (tensor(23.6939, device='cuda:0')) | > loss_gen: 2.694488048553467 (2.5618708780114066) | > loss_kl: 1.8032182455062866 (1.796526313667566) | > loss_feat: 8.183228492736816 (7.377984122491219) | > loss_mel: 19.62541961669922 (18.777085391568473) | > loss_duration: 2.171254873275757 (2.0911467453123813) | > loss_1: 34.47760772705078 (32.60461353919874) | > grad_norm_1: tensor(388.7613, device='cuda:0') (tensor(255.5758, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.4614 (0.39290836159612097) | > loader_time: 0.0063 (0.004660721396056702)  --> TIME: 2024-06-11 01:52:45 -- STEP: 309/330 -- GLOBAL_STEP: 170150 | > loss_disc: 2.470313549041748 (2.317025134478574) | > loss_disc_real_0: 0.137763112783432 (0.11764180821797608) | > loss_disc_real_1: 0.20039696991443634 (0.19947073639982338) | > loss_disc_real_2: 0.21963755786418915 (0.21586243644308503) | > loss_disc_real_3: 0.21305160224437714 (0.22669461914443656) | > loss_disc_real_4: 0.2572193443775177 (0.2222169335798924) | > loss_disc_real_5: 0.25111865997314453 (0.21373226414027724) | > loss_0: 2.470313549041748 (2.317025134478574) | > grad_norm_0: tensor(11.2343, device='cuda:0') (tensor(25.6433, device='cuda:0')) | > loss_gen: 2.431786298751831 (2.5674688360837647) | > loss_kl: 1.8301223516464233 (1.7965394223777993) | > loss_feat: 7.489222049713135 (7.409747190074242) | > loss_mel: 18.0350399017334 (18.72971947061977) | > loss_duration: 2.26497745513916 (2.101923778219131) | > loss_1: 32.0511474609375 (32.60539880771081) | > grad_norm_1: tensor(272.4334, device='cuda:0') (tensor(269.5461, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.4919 (0.40025232139142963) | > loader_time: 0.0075 (0.004857172857982058)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.222947597503662 (2.222947597503662) | > loss_disc_real_0: 0.08036971092224121 (0.08036971092224121) | > loss_disc_real_1: 0.30148476362228394 (0.30148476362228394) | > loss_disc_real_2: 0.2097243070602417 (0.2097243070602417) | > loss_disc_real_3: 0.2580234408378601 (0.2580234408378601) | > loss_disc_real_4: 0.19416581094264984 (0.19416581094264984) | > loss_disc_real_5: 0.22987614572048187 (0.22987614572048187) | > loss_0: 2.222947597503662 (2.222947597503662) | > loss_gen: 2.6637587547302246 (2.6637587547302246) | > loss_kl: 2.1930906772613525 (2.1930906772613525) | > loss_feat: 7.85808801651001 (7.85808801651001) | > loss_mel: 19.297632217407227 (19.297632217407227) | > loss_duration: 2.846925735473633 (2.846925735473633) | > loss_1: 34.8594970703125 (34.8594970703125)  --> STEP: 1 | > loss_disc: 2.0098299980163574 (2.0098299980163574) | > loss_disc_real_0: 0.06393978744745255 (0.06393978744745255) | > loss_disc_real_1: 0.18466056883335114 (0.18466056883335114) | > loss_disc_real_2: 0.15606854856014252 (0.15606854856014252) | > loss_disc_real_3: 0.21541565656661987 (0.21541565656661987) | > loss_disc_real_4: 0.26120319962501526 (0.26120319962501526) | > loss_disc_real_5: 0.25310248136520386 (0.25310248136520386) | > loss_0: 2.0098299980163574 (2.0098299980163574) | > loss_gen: 2.607167959213257 (2.607167959213257) | > loss_kl: 2.4448819160461426 (2.4448819160461426) | > loss_feat: 6.808552265167236 (6.808552265167236) | > loss_mel: 19.332298278808594 (19.332298278808594) | > loss_duration: 2.428168296813965 (2.428168296813965) | > loss_1: 33.62106704711914 (33.62106704711914)  --> STEP: 2 | > loss_disc: 2.2674622535705566 (2.138646125793457) | > loss_disc_real_0: 0.09583304077386856 (0.07988641411066055) | > loss_disc_real_1: 0.21567584574222565 (0.2001682072877884) | > loss_disc_real_2: 0.2181909680366516 (0.18712975829839706) | > loss_disc_real_3: 0.2255963385105133 (0.2205059975385666) | > loss_disc_real_4: 0.18566158413887024 (0.22343239188194275) | > loss_disc_real_5: 0.26941531896591187 (0.26125890016555786) | > loss_0: 2.2674622535705566 (2.138646125793457) | > loss_gen: 2.388082504272461 (2.497625231742859) | > loss_kl: 2.0632119178771973 (2.25404691696167) | > loss_feat: 5.48470401763916 (6.146628141403198) | > loss_mel: 19.337440490722656 (19.334869384765625) | > loss_duration: 2.466548204421997 (2.447358250617981) | > loss_1: 31.739988327026367 (32.680527687072754)  --> STEP: 3 | > loss_disc: 2.3609485626220703 (2.2127469380696616) | > loss_disc_real_0: 0.0606234073638916 (0.07346541186173756) | > loss_disc_real_1: 0.3064992427825928 (0.23561188578605652) | > loss_disc_real_2: 0.15659452974796295 (0.1769513487815857) | > loss_disc_real_3: 0.2775864899158478 (0.23953282833099365) | > loss_disc_real_4: 0.2833201587200165 (0.24339498082796732) | > loss_disc_real_5: 0.3236481249332428 (0.2820553084214528) | > loss_0: 2.3609485626220703 (2.2127469380696616) | > loss_gen: 2.4789633750915527 (2.4914046128590903) | > loss_kl: 3.2192907333374023 (2.5757948557535806) | > loss_feat: 6.017978191375732 (6.103744824727376) | > loss_mel: 21.510704040527344 (20.060147603352863) | > loss_duration: 2.212249279022217 (2.368988593419393) | > loss_1: 35.439186096191406 (33.600080490112305)  --> STEP: 4 | > loss_disc: 2.3155651092529297 (2.2384514808654785) | > loss_disc_real_0: 0.08304254710674286 (0.07585969567298889) | > loss_disc_real_1: 0.2308841049671173 (0.23442994058132172) | > loss_disc_real_2: 0.23672860860824585 (0.19189566373825073) | > loss_disc_real_3: 0.24144922196865082 (0.24001192674040794) | > loss_disc_real_4: 0.18779344856739044 (0.2294945977628231) | > loss_disc_real_5: 0.22354793548583984 (0.2674284651875496) | > loss_0: 2.3155651092529297 (2.2384514808654785) | > loss_gen: 2.4413626194000244 (2.4788941144943237) | > loss_kl: 2.2723331451416016 (2.499929428100586) | > loss_feat: 8.977692604064941 (6.822231769561768) | > loss_mel: 19.331666946411133 (19.87802743911743) | > loss_duration: 2.271298885345459 (2.3445661664009094) | > loss_1: 35.29435348510742 (34.023648738861084)  --> STEP: 5 | > loss_disc: 2.602006196975708 (2.3111624240875246) | > loss_disc_real_0: 0.12174320966005325 (0.08503639847040176) | > loss_disc_real_1: 0.2337035834789276 (0.2342846691608429) | > loss_disc_real_2: 0.28338533639907837 (0.21019359827041625) | > loss_disc_real_3: 0.34826168417930603 (0.26166187822818754) | > loss_disc_real_4: 0.23873572051525116 (0.23134282231330872) | > loss_disc_real_5: 0.28203126788139343 (0.27034902572631836) | > loss_0: 2.602006196975708 (2.3111624240875246) | > loss_gen: 2.4300596714019775 (2.4691272258758543) | > loss_kl: 1.9839311838150024 (2.3967297792434694) | > loss_feat: 5.243222236633301 (6.506429862976074) | > loss_mel: 19.529396057128906 (19.808301162719726) | > loss_duration: 2.3107101917266846 (2.3377949714660646) | > loss_1: 31.4973201751709 (33.51838302612305)  --> STEP: 6 | > loss_disc: 2.35737943649292 (2.318865259488424) | > loss_disc_real_0: 0.04248631373047829 (0.07794471768041451) | > loss_disc_real_1: 0.26536494493484497 (0.23946471512317657) | > loss_disc_real_2: 0.23071439564228058 (0.213613731165727) | > loss_disc_real_3: 0.29421108961105347 (0.26708674679199856) | > loss_disc_real_4: 0.21155807375907898 (0.2280453642209371) | > loss_disc_real_5: 0.29077550768852234 (0.27375343938668567) | > loss_0: 2.35737943649292 (2.318865259488424) | > loss_gen: 2.436549186706543 (2.4636975526809692) | > loss_kl: 2.24072003364563 (2.370728154977163) | > loss_feat: 5.991428375244141 (6.420596281687419) | > loss_mel: 18.079965591430664 (19.52024523417155) | > loss_duration: 2.1674747467041016 (2.309408267339071) | > loss_1: 30.916139602661133 (33.084675788879395)  --> STEP: 7 | > loss_disc: 2.5880541801452637 (2.357320819582258) | > loss_disc_real_0: 0.07094407826662064 (0.07694462633558682) | > loss_disc_real_1: 0.28094014525413513 (0.24538977657045638) | > loss_disc_real_2: 0.20698025822639465 (0.21266609217439378) | > loss_disc_real_3: 0.19467033445835114 (0.2567415450300489) | > loss_disc_real_4: 0.2542244791984558 (0.23178523778915405) | > loss_disc_real_5: 0.2990993857383728 (0.27737428886549814) | > loss_0: 2.5880541801452637 (2.357320819582258) | > loss_gen: 2.075944185256958 (2.408304214477539) | > loss_kl: 2.6336495876312256 (2.408288359642029) | > loss_feat: 4.40882682800293 (6.133200645446777) | > loss_mel: 16.262826919555664 (19.054899760654994) | > loss_duration: 2.44877552986145 (2.329317876270839) | > loss_1: 27.83002471923828 (32.33401135035923)  --> STEP: 8 | > loss_disc: 2.5345749855041504 (2.3794775903224945) | > loss_disc_real_0: 0.10284057259559631 (0.08018161961808801) | > loss_disc_real_1: 0.26699888706207275 (0.24809091538190842) | > loss_disc_real_2: 0.22594089806079865 (0.2143254429101944) | > loss_disc_real_3: 0.23295356333255768 (0.2537680473178625) | > loss_disc_real_4: 0.14792214334011078 (0.22130235098302364) | > loss_disc_real_5: 0.29621556401252747 (0.2797294482588768) | > loss_0: 2.5345749855041504 (2.3794775903224945) | > loss_gen: 2.2208728790283203 (2.3848752975463867) | > loss_kl: 2.659966468811035 (2.4397481232881546) | > loss_feat: 9.823500633239746 (6.594488143920898) | > loss_mel: 17.503725051879883 (18.861002922058105) | > loss_duration: 2.2473974227905273 (2.3190778195858) | > loss_1: 34.45546340942383 (32.59919285774231)  --> STEP: 9 | > loss_disc: 2.2539687156677246 (2.365532159805298) | > loss_disc_real_0: 0.09535280615091324 (0.08186730701062414) | > loss_disc_real_1: 0.26249557733535767 (0.2496914333767361) | > loss_disc_real_2: 0.19594793021678925 (0.2122834970553716) | > loss_disc_real_3: 0.28323814272880554 (0.25704250236352283) | > loss_disc_real_4: 0.19878239929676056 (0.2188001341289944) | > loss_disc_real_5: 0.30429500341415405 (0.28245895438724095) | > loss_0: 2.2539687156677246 (2.365532159805298) | > loss_gen: 2.6619155406951904 (2.415657546785143) | > loss_kl: 2.540015935897827 (2.450888991355896) | > loss_feat: 6.749281406402588 (6.611687395307753) | > loss_mel: 20.54590606689453 (19.048214382595486) | > loss_duration: 2.0960071086883545 (2.2942921850416393) | > loss_1: 34.5931282043457 (32.82074122958713)  --> STEP: 10 | > loss_disc: 2.5237042903900146 (2.3813493728637694) | > loss_disc_real_0: 0.08962653577327728 (0.08264322988688946) | > loss_disc_real_1: 0.23192152380943298 (0.2479144424200058) | > loss_disc_real_2: 0.16228637099266052 (0.2072837844491005) | > loss_disc_real_3: 0.2506893575191498 (0.25640718787908556) | > loss_disc_real_4: 0.19938214123249054 (0.21685833483934402) | > loss_disc_real_5: 0.35058850049972534 (0.28927190899848937) | > loss_0: 2.5237042903900146 (2.3813493728637694) | > loss_gen: 2.0797252655029297 (2.3820643186569215) | > loss_kl: 1.938260555267334 (2.39962614774704) | > loss_feat: 6.549406051635742 (6.605459260940552) | > loss_mel: 17.61152458190918 (18.904545402526857) | > loss_duration: 2.2974472045898438 (2.29460768699646) | > loss_1: 30.476364135742188 (32.586303520202634)  --> STEP: 11 | > loss_disc: 2.4731788635253906 (2.3896975083784624) | > loss_disc_real_0: 0.06271582096815109 (0.08083164725791324) | > loss_disc_real_1: 0.24517475068569183 (0.24766537953506818) | > loss_disc_real_2: 0.17953017354011536 (0.20476072891192001) | > loss_disc_real_3: 0.24890166521072388 (0.2557248676365072) | > loss_disc_real_4: 0.22591757774353027 (0.21768190237608823) | > loss_disc_real_5: 0.318613201379776 (0.29193929921496997) | > loss_0: 2.4731788635253906 (2.3896975083784624) | > loss_gen: 2.134920120239258 (2.3595966642553154) | > loss_kl: 2.641024351119995 (2.421571438962763) | > loss_feat: 6.478933811187744 (6.59395694732666) | > loss_mel: 19.5400447845459 (18.962318073619496) | > loss_duration: 2.4350337982177734 (2.3073736971074883) | > loss_1: 33.229957580566406 (32.64481752569025)  --> STEP: 12 | > loss_disc: 2.672910690307617 (2.4132986068725586) | > loss_disc_real_0: 0.056370630860328674 (0.0787932292247812) | > loss_disc_real_1: 0.33893343806266785 (0.2552710510790348) | > loss_disc_real_2: 0.24687956273555756 (0.2082706317305565) | > loss_disc_real_3: 0.24088014662265778 (0.2544878075520198) | > loss_disc_real_4: 0.19216175377368927 (0.2155552233258883) | > loss_disc_real_5: 0.24519053101539612 (0.2880435685316722) | > loss_0: 2.672910690307617 (2.4132986068725586) | > loss_gen: 2.2072553634643555 (2.346901555856069) | > loss_kl: 2.414813280105591 (2.4210082590579987) | > loss_feat: 6.537708759307861 (6.589269598325093) | > loss_mel: 19.903078079223633 (19.040714740753174) | > loss_duration: 2.2306995391845703 (2.300984183947245) | > loss_1: 33.293556213378906 (32.69887908299764)  --> STEP: 13 | > loss_disc: 2.6574954986572266 (2.4320829831636868) | > loss_disc_real_0: 0.05666700750589371 (0.07709121216948216) | > loss_disc_real_1: 0.3169907331466675 (0.2600187189303912) | > loss_disc_real_2: 0.20237264037132263 (0.2078169400875385) | > loss_disc_real_3: 0.31709277629852295 (0.25930357437867385) | > loss_disc_real_4: 0.20590953528881073 (0.2148132473230362) | > loss_disc_real_5: 0.28914767503738403 (0.2881284998013423) | > loss_0: 2.6574954986572266 (2.4320829831636868) | > loss_gen: 2.173398494720459 (2.3335551665379453) | > loss_kl: 2.4924795627593994 (2.426506051650414) | > loss_feat: 5.8487229347229 (6.532304470355694) | > loss_mel: 14.577544212341309 (18.69739393087534) | > loss_duration: 2.165670871734619 (2.290575467623197) | > loss_1: 27.257816314697266 (32.28033579312838)  --> STEP: 14 | > loss_disc: 2.244150161743164 (2.418659210205078) | > loss_disc_real_0: 0.08325086534023285 (0.07753118739596435) | > loss_disc_real_1: 0.23309431970119476 (0.2580955475568772) | > loss_disc_real_2: 0.24264641106128693 (0.21030475944280624) | > loss_disc_real_3: 0.21876072883605957 (0.2564076568399157) | > loss_disc_real_4: 0.17669373750686646 (0.21209042519330978) | > loss_disc_real_5: 0.21597431600093842 (0.2829746295298849) | > loss_0: 2.244150161743164 (2.418659210205078) | > loss_gen: 2.3588783740997314 (2.335363967078073) | > loss_kl: 2.4767801761627197 (2.43009706054415) | > loss_feat: 6.449526309967041 (6.5263917446136475) | > loss_mel: 20.244346618652344 (18.807890551430837) | > loss_duration: 2.3742480278015137 (2.2965520790645053) | > loss_1: 33.90378189086914 (32.396296228681294)  --> STEP: 15 | > loss_disc: 2.3052783012390137 (2.411100482940674) | > loss_disc_real_0: 0.13147470355033875 (0.08112742180625597) | > loss_disc_real_1: 0.3232971131801605 (0.2624423185984294) | > loss_disc_real_2: 0.25280821323394775 (0.21313832302888233) | > loss_disc_real_3: 0.24859899282455444 (0.2558870792388916) | > loss_disc_real_4: 0.18002457916736603 (0.20995270212491354) | > loss_disc_real_5: 0.22274553775787354 (0.27895935674508415) | > loss_0: 2.3052783012390137 (2.411100482940674) | > loss_gen: 2.5524635314941406 (2.3498372713724773) | > loss_kl: 2.4662270545959473 (2.43250572681427) | > loss_feat: 7.176578044891357 (6.5697374979654946) | > loss_mel: 19.474363327026367 (18.852322069803872) | > loss_duration: 2.33734393119812 (2.2992715358734133) | > loss_1: 34.00697708129883 (32.50367495218913)  --> STEP: 16 | > loss_disc: 2.1111741065979004 (2.3923550844192505) | > loss_disc_real_0: 0.03886300325393677 (0.07848589564673603) | > loss_disc_real_1: 0.2609924376010895 (0.2623517010360957) | > loss_disc_real_2: 0.20245184004306793 (0.21247041784226894) | > loss_disc_real_3: 0.19462691247463226 (0.2520583188161254) | > loss_disc_real_4: 0.17979645729064941 (0.20806793682277203) | > loss_disc_real_5: 0.1825421303510666 (0.27293328009545803) | > loss_0: 2.1111741065979004 (2.3923550844192505) | > loss_gen: 2.484494209289551 (2.3582533299922943) | > loss_kl: 1.7961362600326538 (2.392732635140419) | > loss_feat: 8.201366424560547 (6.6717143058776855) | > loss_mel: 20.503419876098633 (18.955515682697296) | > loss_duration: 2.3538272380828857 (2.302681267261505) | > loss_1: 35.3392448425293 (32.68089807033539)  --> STEP: 17 | > loss_disc: 2.496401309967041 (2.398475450627944) | > loss_disc_real_0: 0.08314268290996552 (0.07875982430927894) | > loss_disc_real_1: 0.373796671628952 (0.2689072875415578) | > loss_disc_real_2: 0.2790560722351074 (0.21638722104184768) | > loss_disc_real_3: 0.2691473066806793 (0.25306355339639325) | > loss_disc_real_4: 0.2509906589984894 (0.21059280283310833) | > loss_disc_real_5: 0.3655132055282593 (0.2783791580620934) | > loss_0: 2.496401309967041 (2.398475450627944) | > loss_gen: 2.754213333129883 (2.381545094882741) | > loss_kl: 2.2333106994628906 (2.3833548742182114) | > loss_feat: 7.066455841064453 (6.69493439618279) | > loss_mel: 19.05524253845215 (18.961381968329935) | > loss_duration: 2.3690693378448486 (2.3065864478840545) | > loss_1: 33.47829055786133 (32.72780351077809)  --> STEP: 18 | > loss_disc: 2.105980396270752 (2.3822257253858776) | > loss_disc_real_0: 0.14176636934280396 (0.08226018792225255) | > loss_disc_real_1: 0.22377744317054749 (0.26640007396539056) | > loss_disc_real_2: 0.18567773699760437 (0.21468113859494528) | > loss_disc_real_3: 0.17734086513519287 (0.24885673738188213) | > loss_disc_real_4: 0.13845057785511017 (0.20658490144544178) | > loss_disc_real_5: 0.1946398764848709 (0.2737269757522477) | > loss_0: 2.105980396270752 (2.3822257253858776) | > loss_gen: 2.4970157146453857 (2.3879601293139987) | > loss_kl: 2.817070245742798 (2.407450172636244) | > loss_feat: 8.42824649810791 (6.7912295129564075) | > loss_mel: 21.18666648864746 (19.08500888612535) | > loss_duration: 2.235013008117676 (2.3026101456748114) | > loss_1: 37.16401290893555 (32.974259588453506)  --> STEP: 19 | > loss_disc: 2.7343602180480957 (2.400759119736521) | > loss_disc_real_0: 0.10692295432090759 (0.08355822825902387) | > loss_disc_real_1: 0.28800493478775024 (0.2675371719034095) | > loss_disc_real_2: 0.1799054890871048 (0.21285084125242734) | > loss_disc_real_3: 0.2690693140029907 (0.24992055720404574) | > loss_disc_real_4: 0.2645343244075775 (0.20963487107502787) | > loss_disc_real_5: 0.30079057812690735 (0.27515137587722976) | > loss_0: 2.7343602180480957 (2.400759119736521) | > loss_gen: 1.9853744506835938 (2.3667714093860828) | > loss_kl: 1.7932028770446777 (2.375121367605109) | > loss_feat: 4.056009292602539 (6.647270553990414) | > loss_mel: 10.937996864318848 (18.656218779714482) | > loss_duration: 2.276519298553467 (2.301236943194741) | > loss_1: 21.049102783203125 (32.34661975659822)  --> STEP: 20 | > loss_disc: 2.2644219398498535 (2.3939422607421874) | > loss_disc_real_0: 0.09033896028995514 (0.08389726486057043) | > loss_disc_real_1: 0.17529819905757904 (0.26292522326111795) | > loss_disc_real_2: 0.20927755534648895 (0.21267217695713042) | > loss_disc_real_3: 0.2650102972984314 (0.250675044208765) | > loss_disc_real_4: 0.22199802100658417 (0.2102530285716057) | > loss_disc_real_5: 0.2572844326496124 (0.27425802871584887) | > loss_0: 2.2644219398498535 (2.3939422607421874) | > loss_gen: 2.4096364974975586 (2.3689146637916565) | > loss_kl: 2.1477508544921875 (2.363752841949463) | > loss_feat: 7.8006086349487305 (6.70493745803833) | > loss_mel: 21.579675674438477 (18.80239162445068) | > loss_duration: 2.3215761184692383 (2.3022539019584656) | > loss_1: 36.259246826171875 (32.542251110076904)  --> STEP: 21 | > loss_disc: 2.7456002235412598 (2.410687878018334) | > loss_disc_real_0: 0.08293664455413818 (0.08385152103645462) | > loss_disc_real_1: 0.3380594551563263 (0.2665030438275564) | > loss_disc_real_2: 0.2522130608558655 (0.21455507619040354) | > loss_disc_real_3: 0.24246935546398163 (0.2502842971256801) | > loss_disc_real_4: 0.20996662974357605 (0.2102393905321757) | > loss_disc_real_5: 0.2854566276073456 (0.2747912953297297) | > loss_0: 2.7456002235412598 (2.410687878018334) | > loss_gen: 2.0090792179107666 (2.351779642559233) | > loss_kl: 2.671887159347534 (2.3784259046827043) | > loss_feat: 5.620771408081055 (6.65331050327846) | > loss_mel: 15.946958541870117 (18.66641862051827) | > loss_duration: 2.1186134815216064 (2.2935091200329007) | > loss_1: 28.3673095703125 (32.34344437008812)  --> STEP: 22 | > loss_disc: 2.392784595489502 (2.4098740924488413) | > loss_disc_real_0: 0.11424499750137329 (0.08523304269395092) | > loss_disc_real_1: 0.3857863247394562 (0.2719250111417337) | > loss_disc_real_2: 0.15633203089237213 (0.2119085741314021) | > loss_disc_real_3: 0.19588035345077515 (0.2478113905950026) | > loss_disc_real_4: 0.17571921646595 (0.2086702917109836) | > loss_disc_real_5: 0.2678373157978058 (0.27447520535100584) | > loss_0: 2.392784595489502 (2.4098740924488413) | > loss_gen: 2.447859764099121 (2.3561469208110464) | > loss_kl: 2.437687397003174 (2.3811196088790894) | > loss_feat: 8.996565818786621 (6.759822108528831) | > loss_mel: 21.245254516601562 (18.783638433976602) | > loss_duration: 2.1794838905334473 (2.288326155055653) | > loss_1: 37.306854248046875 (32.56905390999534)  --> STEP: 23 | > loss_disc: 2.3226587772369385 (2.406082122222237) | > loss_disc_real_0: 0.10459399223327637 (0.08607482310870421) | > loss_disc_real_1: 0.2539873719215393 (0.2711451137843339) | > loss_disc_real_2: 0.22430168092250824 (0.2124474048614502) | > loss_disc_real_3: 0.3032416105270386 (0.250221400157265) | > loss_disc_real_4: 0.22414930164813995 (0.2093432921430339) | > loss_disc_real_5: 0.278913289308548 (0.2746681655230729) | > loss_0: 2.3226587772369385 (2.406082122222237) | > loss_gen: 2.6198434829711914 (2.3676119887310527) | > loss_kl: 2.5824313163757324 (2.389872291813726) | > loss_feat: 5.744131088256836 (6.71566162938657) | > loss_mel: 17.38115119934082 (18.72266072812287) | > loss_duration: 2.3216614723205566 (2.289775516675866) | > loss_1: 30.64921760559082 (32.48558276632558)  --> STEP: 24 | > loss_disc: 2.2346630096435547 (2.3989396591981254) | > loss_disc_real_0: 0.10358583927154541 (0.08680444878215592) | > loss_disc_real_1: 0.23306965827941895 (0.26955863647162914) | > loss_disc_real_2: 0.23349972069263458 (0.21332458468774954) | > loss_disc_real_3: 0.1868843138217926 (0.24758235489328698) | > loss_disc_real_4: 0.20122916996479034 (0.2090052037189404) | > loss_disc_real_5: 0.21646304428577423 (0.27224295213818545) | > loss_0: 2.2346630096435547 (2.3989396591981254) | > loss_gen: 2.4275150299072266 (2.37010794878006) | > loss_kl: 2.0426290035247803 (2.3754038214683533) | > loss_feat: 5.3398919105529785 (6.658337891101837) | > loss_mel: 19.95299530029297 (18.77392466862996) | > loss_duration: 2.385394811630249 (2.293759653965632) | > loss_1: 32.1484260559082 (32.47153457005819)  --> STEP: 25 | > loss_disc: 2.609518051147461 (2.4073627948760987) | > loss_disc_real_0: 0.10350918024778366 (0.08747263804078102) | > loss_disc_real_1: 0.38384246826171875 (0.2741299897432327) | > loss_disc_real_2: 0.23142871260643005 (0.21404874980449676) | > loss_disc_real_3: 0.25506675243377686 (0.24788173079490658) | > loss_disc_real_4: 0.20159217715263367 (0.20870868265628814) | > loss_disc_real_5: 0.24634884297847748 (0.2712071877717971) | > loss_0: 2.609518051147461 (2.4073627948760987) | > loss_gen: 2.2083170413970947 (2.3636363124847413) | > loss_kl: 2.7975900173187256 (2.392291269302368) | > loss_feat: 6.120503902435303 (6.636824531555176) | > loss_mel: 16.821115493774414 (18.695812301635737) | > loss_duration: 2.309638500213623 (2.294394807815552) | > loss_1: 30.257164001464844 (32.38295974731445)  --> STEP: 26 | > loss_disc: 2.2470970153808594 (2.4011987264339743) | > loss_disc_real_0: 0.2353590428829193 (0.09316057668855557) | > loss_disc_real_1: 0.15196888148784637 (0.26943148557956403) | > loss_disc_real_2: 0.06734823435544968 (0.20840642228722572) | > loss_disc_real_3: 0.08229386806488037 (0.24151296684375173) | > loss_disc_real_4: 0.06356613337993622 (0.20312627691489) | > loss_disc_real_5: 0.1737772524356842 (0.26745988256656195) | > loss_0: 2.2470970153808594 (2.4011987264339743) | > loss_gen: 2.012147903442383 (2.3501175275215735) | > loss_kl: 2.0490357875823975 (2.3790891353900614) | > loss_feat: 21.196125030517578 (7.196797627669114) | > loss_mel: 22.60317611694336 (18.846095525301415) | > loss_duration: 2.2488701343536377 (2.2926438588362474) | > loss_1: 50.109352111816406 (33.06474406902607) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025493823564969576 (+0.0002549978402944706) | > avg_loss_disc: 2.4011987264339743 (+0.07101232271928026) | > avg_loss_disc_real_0: 0.09316057668855557 (-0.030699408111663967) | > avg_loss_disc_real_1: 0.26943148557956403 (-0.011940981906193915) | > avg_loss_disc_real_2: 0.20840642228722572 (-0.008406712745244682) | > avg_loss_disc_real_3: 0.24151296684375173 (-0.006475351750850705) | > avg_loss_disc_real_4: 0.20312627691489 (-0.019794016789931534) | > avg_loss_disc_real_5: 0.26745988256656195 (+0.026171465619252154) | > avg_loss_0: 2.4011987264339743 (+0.07101232271928026) | > avg_loss_gen: 2.3501175275215735 (-0.2766392276837282) | > avg_loss_kl: 2.3790891353900614 (-0.05300791446979325) | > avg_loss_feat: 7.196797627669114 (-0.12747981915107154) | > avg_loss_mel: 18.846095525301415 (+0.7700157899122928) | > avg_loss_duration: 2.2926438588362474 (+0.014316283739530089) | > avg_loss_1: 33.06474406902607 (+0.32720558459941884)  > EPOCH: 249/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:53:17)   --> TIME: 2024-06-11 01:53:19 -- STEP: 4/330 -- GLOBAL_STEP: 170175 | > loss_disc: 2.250795602798462 (2.2990801334381104) | > loss_disc_real_0: 0.085090771317482 (0.09951405972242355) | > loss_disc_real_1: 0.1926775574684143 (0.17659014463424683) | > loss_disc_real_2: 0.2034229338169098 (0.20683855190873146) | > loss_disc_real_3: 0.19237172603607178 (0.2103084959089756) | > loss_disc_real_4: 0.20561039447784424 (0.20822783559560776) | > loss_disc_real_5: 0.21889331936836243 (0.2194223254919052) | > loss_0: 2.250795602798462 (2.2990801334381104) | > grad_norm_0: tensor(7.0495, device='cuda:0') (tensor(7.3723, device='cuda:0')) | > loss_gen: 2.517642021179199 (2.3899251222610474) | > loss_kl: 1.795048713684082 (1.7885754704475403) | > loss_feat: 6.406514644622803 (6.549584865570068) | > loss_mel: 19.039348602294922 (18.93924856185913) | > loss_duration: 2.2901651859283447 (2.301022469997406) | > loss_1: 32.0487174987793 (31.968356609344482) | > grad_norm_1: tensor(152.5045, device='cuda:0') (tensor(136.0669, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3384 (0.3528885841369629) | > loader_time: 0.0028 (0.002997279167175293)  --> TIME: 2024-06-11 01:53:28 -- STEP: 29/330 -- GLOBAL_STEP: 170200 | > loss_disc: 2.3889708518981934 (2.2873656338658828) | > loss_disc_real_0: 0.11922678351402283 (0.10827199677968848) | > loss_disc_real_1: 0.21043655276298523 (0.19838600323118014) | > loss_disc_real_2: 0.1864076405763626 (0.21104094077800883) | > loss_disc_real_3: 0.20073312520980835 (0.21974632041207676) | > loss_disc_real_4: 0.23010505735874176 (0.2204204854266397) | > loss_disc_real_5: 0.23387202620506287 (0.2141921941576333) | > loss_0: 2.3889708518981934 (2.2873656338658828) | > grad_norm_0: tensor(9.9667, device='cuda:0') (tensor(8.1827, device='cuda:0')) | > loss_gen: 2.377678394317627 (2.5380902783624055) | > loss_kl: 1.830424427986145 (1.746574142883564) | > loss_feat: 6.351130962371826 (7.090022350179738) | > loss_mel: 18.76593589782715 (18.903907973190833) | > loss_duration: 2.0902645587921143 (2.1132574615807367) | > loss_1: 31.415433883666992 (32.391852017106686) | > grad_norm_1: tensor(79.9521, device='cuda:0') (tensor(113.4109, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3565 (0.3510847173888108) | > loader_time: 0.0032 (0.0031761629828091324)  --> TIME: 2024-06-11 01:53:38 -- STEP: 54/330 -- GLOBAL_STEP: 170225 | > loss_disc: 2.271420478820801 (2.318666767191004) | > loss_disc_real_0: 0.08470964431762695 (0.11312693826578281) | > loss_disc_real_1: 0.17335836589336395 (0.19790603661978687) | > loss_disc_real_2: 0.222260981798172 (0.21633516445204062) | > loss_disc_real_3: 0.20899003744125366 (0.22563932256566155) | > loss_disc_real_4: 0.21625329554080963 (0.22291236260422953) | > loss_disc_real_5: 0.1727822721004486 (0.21540482507811654) | > loss_0: 2.271420478820801 (2.318666767191004) | > grad_norm_0: tensor(8.0414, device='cuda:0') (tensor(10.1545, device='cuda:0')) | > loss_gen: 2.436519145965576 (2.5285521083407927) | > loss_kl: 1.692981481552124 (1.7523160885881495) | > loss_feat: 7.502542495727539 (7.141844290274161) | > loss_mel: 19.167863845825195 (19.002603071707263) | > loss_duration: 2.0245273113250732 (2.0754075933385767) | > loss_1: 32.82443618774414 (32.500723167702) | > grad_norm_1: tensor(155.0730, device='cuda:0') (tensor(116.9320, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3526 (0.35573144753774) | > loader_time: 0.0034 (0.0034004184934828016)  --> TIME: 2024-06-11 01:53:47 -- STEP: 79/330 -- GLOBAL_STEP: 170250 | > loss_disc: 2.2959823608398438 (2.317019378082662) | > loss_disc_real_0: 0.13252469897270203 (0.11606795821763292) | > loss_disc_real_1: 0.20476876199245453 (0.19770203738272937) | > loss_disc_real_2: 0.20786502957344055 (0.21546211668962165) | > loss_disc_real_3: 0.2274167537689209 (0.22566239875328692) | > loss_disc_real_4: 0.21702797710895538 (0.22356853417203396) | > loss_disc_real_5: 0.19801589846611023 (0.21549836102920242) | > loss_0: 2.2959823608398438 (2.317019378082662) | > grad_norm_0: tensor(32.7358, device='cuda:0') (tensor(11.3651, device='cuda:0')) | > loss_gen: 2.5627732276916504 (2.5353311013571824) | > loss_kl: 1.823671817779541 (1.772761270969729) | > loss_feat: 7.059019565582275 (7.220215405089946) | > loss_mel: 18.192840576171875 (18.96976246411287) | > loss_duration: 1.9983257055282593 (2.0601358896569355) | > loss_1: 31.636629104614258 (32.55820609949812) | > grad_norm_1: tensor(274.5096, device='cuda:0') (tensor(135.4758, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3847 (0.3610970249658899) | > loader_time: 0.0035 (0.003526247000392479)  --> TIME: 2024-06-11 01:53:56 -- STEP: 104/330 -- GLOBAL_STEP: 170275 | > loss_disc: 2.3476688861846924 (2.310134259554056) | > loss_disc_real_0: 0.10019277036190033 (0.11578312351440008) | > loss_disc_real_1: 0.2076306939125061 (0.19853242773276103) | > loss_disc_real_2: 0.21562311053276062 (0.2133175186239756) | > loss_disc_real_3: 0.22816701233386993 (0.2245062546661267) | > loss_disc_real_4: 0.2269466370344162 (0.2226707459642337) | > loss_disc_real_5: 0.22316768765449524 (0.2151643201135672) | > loss_0: 2.3476688861846924 (2.310134259554056) | > grad_norm_0: tensor(5.8894, device='cuda:0') (tensor(14.1589, device='cuda:0')) | > loss_gen: 2.513132095336914 (2.540608733892441) | > loss_kl: 1.5194993019104004 (1.777579203248024) | > loss_feat: 7.324019908905029 (7.2475099334349995) | > loss_mel: 19.24812126159668 (18.958883303862347) | > loss_duration: 2.0941162109375 (2.0569689491620413) | > loss_1: 32.698890686035156 (32.58155015798717) | > grad_norm_1: tensor(157.1996, device='cuda:0') (tensor(160.0272, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3757 (0.3629838755497566) | > loader_time: 0.0038 (0.003594187589792105)  --> TIME: 2024-06-11 01:54:06 -- STEP: 129/330 -- GLOBAL_STEP: 170300 | > loss_disc: 2.192277193069458 (2.307911098465439) | > loss_disc_real_0: 0.11285732686519623 (0.11541536161603853) | > loss_disc_real_1: 0.1951255053281784 (0.19811740667783007) | > loss_disc_real_2: 0.20915114879608154 (0.212822344876075) | > loss_disc_real_3: 0.20752453804016113 (0.2249669488086257) | > loss_disc_real_4: 0.22334523499011993 (0.22259269758712413) | > loss_disc_real_5: 0.23042906820774078 (0.21557130381580472) | > loss_0: 2.192277193069458 (2.307911098465439) | > grad_norm_0: tensor(5.6659, device='cuda:0') (tensor(14.9228, device='cuda:0')) | > loss_gen: 2.823291301727295 (2.542562198269275) | > loss_kl: 1.804611086845398 (1.7813604681990867) | > loss_feat: 7.670294284820557 (7.268197351647902) | > loss_mel: 19.20288848876953 (18.936467370321576) | > loss_duration: 2.029405117034912 (2.055860698685165) | > loss_1: 33.53049087524414 (32.584448126859456) | > grad_norm_1: tensor(213.1096, device='cuda:0') (tensor(169.1931, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3702 (0.3651383015536523) | > loader_time: 0.0037 (0.0036815062973850456)  --> TIME: 2024-06-11 01:54:16 -- STEP: 154/330 -- GLOBAL_STEP: 170325 | > loss_disc: 2.392643451690674 (2.312905354933305) | > loss_disc_real_0: 0.122245654463768 (0.11593153390597988) | > loss_disc_real_1: 0.22256511449813843 (0.19912620295177802) | > loss_disc_real_2: 0.24654042720794678 (0.2142453102709411) | > loss_disc_real_3: 0.23222163319587708 (0.22545483098788696) | > loss_disc_real_4: 0.2619774341583252 (0.22282688445472099) | > loss_disc_real_5: 0.248504176735878 (0.21539778591363457) | > loss_0: 2.392643451690674 (2.312905354933305) | > grad_norm_0: tensor(23.8973, device='cuda:0') (tensor(15.4129, device='cuda:0')) | > loss_gen: 2.624405860900879 (2.540549736518365) | > loss_kl: 1.9220653772354126 (1.7870212537901742) | > loss_feat: 7.039646625518799 (7.277762468759116) | > loss_mel: 19.44654083251953 (18.92080035766997) | > loss_duration: 2.0667176246643066 (2.0558889446320463) | > loss_1: 33.0993766784668 (32.58202281555573) | > grad_norm_1: tensor(231.1505, device='cuda:0') (tensor(177.8527, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.3785 (0.3671774198482564) | > loader_time: 0.0044 (0.003745905764691241)  --> TIME: 2024-06-11 01:54:26 -- STEP: 179/330 -- GLOBAL_STEP: 170350 | > loss_disc: 2.26883864402771 (2.3103439981044995) | > loss_disc_real_0: 0.08533834666013718 (0.11647386907199242) | > loss_disc_real_1: 0.1948532909154892 (0.19911966610221224) | > loss_disc_real_2: 0.25459063053131104 (0.21436239346112618) | > loss_disc_real_3: 0.20219267904758453 (0.2252324651406464) | > loss_disc_real_4: 0.21520745754241943 (0.22178753819212568) | > loss_disc_real_5: 0.20604392886161804 (0.2146106989190565) | > loss_0: 2.26883864402771 (2.3103439981044995) | > grad_norm_0: tensor(32.0688, device='cuda:0') (tensor(16.8016, device='cuda:0')) | > loss_gen: 2.6301321983337402 (2.5437273899270187) | > loss_kl: 1.8862080574035645 (1.7926169320857726) | > loss_feat: 8.18017292022705 (7.300484244383913) | > loss_mel: 19.413074493408203 (18.905423894274826) | > loss_duration: 2.0913150310516357 (2.0606054560432203) | > loss_1: 34.200904846191406 (32.602857920044656) | > grad_norm_1: tensor(432.6823, device='cuda:0') (tensor(192.7673, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.4113 (0.37026316360388406) | > loader_time: 0.0046 (0.0038321937262678946)  --> TIME: 2024-06-11 01:54:36 -- STEP: 204/330 -- GLOBAL_STEP: 170375 | > loss_disc: 2.433744430541992 (2.311103530958586) | > loss_disc_real_0: 0.06350583583116531 (0.1166430675954211) | > loss_disc_real_1: 0.1700725257396698 (0.1995533925353312) | > loss_disc_real_2: 0.2057468593120575 (0.214571903076242) | > loss_disc_real_3: 0.22599855065345764 (0.22500662688238948) | > loss_disc_real_4: 0.2228376269340515 (0.2221995493506684) | > loss_disc_real_5: 0.20060189068317413 (0.214081124274754) | > loss_0: 2.433744430541992 (2.311103530958586) | > grad_norm_0: tensor(51.7749, device='cuda:0') (tensor(18.7878, device='cuda:0')) | > loss_gen: 2.569826602935791 (2.5501769056507197) | > loss_kl: 1.931100845336914 (1.799666444460551) | > loss_feat: 8.49095630645752 (7.3346197418138095) | > loss_mel: 18.691776275634766 (18.861344842349776) | > loss_duration: 2.0661213397979736 (2.066844661446178) | > loss_1: 33.74978256225586 (32.61265261033004) | > grad_norm_1: tensor(422.6330, device='cuda:0') (tensor(209.8688, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.4045 (0.3742811364286088) | > loader_time: 0.0051 (0.003938939057144465)  --> TIME: 2024-06-11 01:54:46 -- STEP: 229/330 -- GLOBAL_STEP: 170400 | > loss_disc: 2.2298378944396973 (2.311052951229712) | > loss_disc_real_0: 0.06998275965452194 (0.11784098717062755) | > loss_disc_real_1: 0.1824769824743271 (0.19922134553501178) | > loss_disc_real_2: 0.1747918725013733 (0.2143433706989455) | > loss_disc_real_3: 0.2504693567752838 (0.2255885524260425) | > loss_disc_real_4: 0.20921072363853455 (0.22129743569022184) | > loss_disc_real_5: 0.21330010890960693 (0.21457864845163435) | > loss_0: 2.2298378944396973 (2.311052951229712) | > grad_norm_0: tensor(29.6347, device='cuda:0') (tensor(21.0460, device='cuda:0')) | > loss_gen: 2.5874879360198975 (2.553995054361603) | > loss_kl: 1.8692377805709839 (1.8043384583235829) | > loss_feat: 8.002442359924316 (7.340519957146791) | > loss_mel: 18.510499954223633 (18.818217948014038) | > loss_duration: 2.1536083221435547 (2.0744149377772896) | > loss_1: 33.12327575683594 (32.59148634365033) | > grad_norm_1: tensor(357.7660, device='cuda:0') (tensor(223.7815, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.4055 (0.377772612342668) | > loader_time: 0.0069 (0.004087253428963076)  --> TIME: 2024-06-11 01:54:57 -- STEP: 254/330 -- GLOBAL_STEP: 170425 | > loss_disc: 2.368943691253662 (2.3094999762031976) | > loss_disc_real_0: 0.21494677662849426 (0.11912799959518308) | > loss_disc_real_1: 0.15481115877628326 (0.19924742417542016) | > loss_disc_real_2: 0.23541522026062012 (0.21420068921535973) | > loss_disc_real_3: 0.22792817652225494 (0.22489428526069236) | > loss_disc_real_4: 0.2375115603208542 (0.22124935710054683) | > loss_disc_real_5: 0.2170451134443283 (0.21384620126776804) | > loss_0: 2.368943691253662 (2.3094999762031976) | > grad_norm_0: tensor(70.2551, device='cuda:0') (tensor(23.2192, device='cuda:0')) | > loss_gen: 2.598116397857666 (2.5622182286630473) | > loss_kl: 2.0609679222106934 (1.8084050032097523) | > loss_feat: 7.318901538848877 (7.352801031953707) | > loss_mel: 18.200544357299805 (18.775746908713515) | > loss_duration: 2.100019693374634 (2.080754524610174) | > loss_1: 32.27854919433594 (32.57992568729432) | > grad_norm_1: tensor(490.2890, device='cuda:0') (tensor(240.9358, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.4339 (0.38259448310521654) | > loader_time: 0.0054 (0.004217937236695782)  --> TIME: 2024-06-11 01:55:08 -- STEP: 279/330 -- GLOBAL_STEP: 170450 | > loss_disc: 2.3251166343688965 (2.310981764161032) | > loss_disc_real_0: 0.11047768592834473 (0.11933889879601403) | > loss_disc_real_1: 0.16518698632717133 (0.19926634970318033) | > loss_disc_real_2: 0.20795699954032898 (0.21398817189705413) | > loss_disc_real_3: 0.22639063000679016 (0.22524997426403892) | > loss_disc_real_4: 0.23397493362426758 (0.221280777860286) | > loss_disc_real_5: 0.20087255537509918 (0.21395378968408027) | > loss_0: 2.3251166343688965 (2.310981764161032) | > grad_norm_0: tensor(7.1173, device='cuda:0') (tensor(24.1873, device='cuda:0')) | > loss_gen: 2.5258443355560303 (2.560069375567967) | > loss_kl: 1.8781623840332031 (1.8135334103765453) | > loss_feat: 7.2222771644592285 (7.365900460109915) | > loss_mel: 18.71703338623047 (18.746773791569534) | > loss_duration: 2.158416748046875 (2.089121947151786) | > loss_1: 32.501731872558594 (32.57539898178484) | > grad_norm_1: tensor(91.8038, device='cuda:0') (tensor(247.7698, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.439 (0.38748978115751764) | > loader_time: 0.006 (0.004362288341727309)  --> TIME: 2024-06-11 01:55:20 -- STEP: 304/330 -- GLOBAL_STEP: 170475 | > loss_disc: 2.2965078353881836 (2.3119256645441064) | > loss_disc_real_0: 0.1455983817577362 (0.1196963184782745) | > loss_disc_real_1: 0.16880889236927032 (0.19913358113875515) | > loss_disc_real_2: 0.23373188078403473 (0.2142349159050929) | > loss_disc_real_3: 0.22893425822257996 (0.2253756218736893) | > loss_disc_real_4: 0.2299160212278366 (0.22156591688920008) | > loss_disc_real_5: 0.2458198070526123 (0.21355049321918107) | > loss_0: 2.2965078353881836 (2.3119256645441064) | > grad_norm_0: tensor(19.1119, device='cuda:0') (tensor(24.2924, device='cuda:0')) | > loss_gen: 2.752178192138672 (2.5583248577619853) | > loss_kl: 1.8823683261871338 (1.814707516447494) | > loss_feat: 8.293867111206055 (7.382058797698272) | > loss_mel: 18.741409301757812 (18.698475197741857) | > loss_duration: 2.217991828918457 (2.098792310215924) | > loss_1: 33.887813568115234 (32.55235867123855) | > grad_norm_1: tensor(464.1836, device='cuda:0') (tensor(255.8783, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.482 (0.3937884678966121) | > loader_time: 0.0073 (0.0045424895851235636)  --> TIME: 2024-06-11 01:55:51 -- STEP: 329/330 -- GLOBAL_STEP: 170500 | > loss_disc: 2.540327787399292 (2.316348952000628) | > loss_disc_real_0: 0.1319454461336136 (0.12119493750136312) | > loss_disc_real_1: 0.1868526190519333 (0.19959578996009014) | > loss_disc_real_2: 0.2322925180196762 (0.21456650035359576) | > loss_disc_real_3: 0.23119203746318817 (0.22525820317239384) | > loss_disc_real_4: 0.23394916951656342 (0.22216673933626307) | > loss_disc_real_5: 0.305284321308136 (0.21408720839893197) | > loss_0: 2.540327787399292 (2.316348952000628) | > grad_norm_0: tensor(7.4322, device='cuda:0') (tensor(24.7355, device='cuda:0')) | > loss_gen: 2.383988380432129 (2.5565611917559488) | > loss_kl: 2.06372332572937 (1.8222068888800484) | > loss_feat: 11.611873626708984 (7.495458885529121) | > loss_mel: 19.2313175201416 (18.667061912977218) | > loss_duration: 2.2696592807769775 (2.112064225695416) | > loss_1: 37.56056213378906 (32.65335312585338) | > grad_norm_1: tensor(101.3678, device='cuda:0') (tensor(263.8338, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 16.8048 (0.4564206397279782) | > loader_time: 0.0329 (0.005012287557306261) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_170500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3539693355560303 (2.3539693355560303) | > loss_disc_real_0: 0.11089091002941132 (0.11089091002941132) | > loss_disc_real_1: 0.20299790799617767 (0.20299790799617767) | > loss_disc_real_2: 0.2156037539243698 (0.2156037539243698) | > loss_disc_real_3: 0.25469595193862915 (0.25469595193862915) | > loss_disc_real_4: 0.264241099357605 (0.264241099357605) | > loss_disc_real_5: 0.22551941871643066 (0.22551941871643066) | > loss_0: 2.3539693355560303 (2.3539693355560303) | > loss_gen: 2.3744142055511475 (2.3744142055511475) | > loss_kl: 2.1687374114990234 (2.1687374114990234) | > loss_feat: 6.085153102874756 (6.085153102874756) | > loss_mel: 14.970016479492188 (14.970016479492188) | > loss_duration: 2.832366943359375 (2.832366943359375) | > loss_1: 28.430688858032227 (28.430688858032227)  --> STEP: 1 | > loss_disc: 2.3156254291534424 (2.3156254291534424) | > loss_disc_real_0: 0.07641157507896423 (0.07641157507896423) | > loss_disc_real_1: 0.2196061760187149 (0.2196061760187149) | > loss_disc_real_2: 0.27578023076057434 (0.27578023076057434) | > loss_disc_real_3: 0.28159698843955994 (0.28159698843955994) | > loss_disc_real_4: 0.23142755031585693 (0.23142755031585693) | > loss_disc_real_5: 0.25060489773750305 (0.25060489773750305) | > loss_0: 2.3156254291534424 (2.3156254291534424) | > loss_gen: 2.436647415161133 (2.436647415161133) | > loss_kl: 1.9570392370224 (1.9570392370224) | > loss_feat: 4.804821014404297 (4.804821014404297) | > loss_mel: 18.748817443847656 (18.748817443847656) | > loss_duration: 2.322770595550537 (2.322770595550537) | > loss_1: 30.270095825195312 (30.270095825195312)  --> STEP: 2 | > loss_disc: 2.259976387023926 (2.287800908088684) | > loss_disc_real_0: 0.043075643479824066 (0.05974360927939415) | > loss_disc_real_1: 0.21781586110591888 (0.2187110185623169) | > loss_disc_real_2: 0.20099999010562897 (0.23839011043310165) | > loss_disc_real_3: 0.2523377537727356 (0.26696737110614777) | > loss_disc_real_4: 0.28636154532432556 (0.25889454782009125) | > loss_disc_real_5: 0.34153854846954346 (0.29607172310352325) | > loss_0: 2.259976387023926 (2.287800908088684) | > loss_gen: 2.6728577613830566 (2.5547525882720947) | > loss_kl: 1.7925934791564941 (1.874816358089447) | > loss_feat: 6.061915874481201 (5.433368444442749) | > loss_mel: 20.586816787719727 (19.66781711578369) | > loss_duration: 2.4370760917663574 (2.3799233436584473) | > loss_1: 33.5512580871582 (31.910676956176758)  --> STEP: 3 | > loss_disc: 2.3917593955993652 (2.322453737258911) | > loss_disc_real_0: 0.06441698968410492 (0.06130140274763107) | > loss_disc_real_1: 0.197800874710083 (0.21174097061157227) | > loss_disc_real_2: 0.21941521763801575 (0.23206514616807303) | > loss_disc_real_3: 0.2878169119358063 (0.27391721804936725) | > loss_disc_real_4: 0.36844468116760254 (0.29541125893592834) | > loss_disc_real_5: 0.3056795299053192 (0.2992743253707886) | > loss_0: 2.3917593955993652 (2.322453737258911) | > loss_gen: 2.6144721508026123 (2.5746591091156006) | > loss_kl: 1.5832487344741821 (1.7776271502176921) | > loss_feat: 7.140235900878906 (6.002324263254802) | > loss_mel: 21.115724563598633 (20.150452931722004) | > loss_duration: 2.2396345138549805 (2.333160400390625) | > loss_1: 34.69331741333008 (32.83822377522787)  --> STEP: 4 | > loss_disc: 2.203690528869629 (2.2927629351615906) | > loss_disc_real_0: 0.10102517157793045 (0.07123234495520592) | > loss_disc_real_1: 0.22358684241771698 (0.21470243856310844) | > loss_disc_real_2: 0.2418505847454071 (0.23451150581240654) | > loss_disc_real_3: 0.24265798926353455 (0.2661024108529091) | > loss_disc_real_4: 0.20591683685779572 (0.2730376534163952) | > loss_disc_real_5: 0.1900394856929779 (0.2719656154513359) | > loss_0: 2.203690528869629 (2.2927629351615906) | > loss_gen: 2.656017303466797 (2.5949986577033997) | > loss_kl: 2.485626459121704 (1.954626977443695) | > loss_feat: 8.255565643310547 (6.565634608268738) | > loss_mel: 19.79361915588379 (20.06124448776245) | > loss_duration: 2.2180097103118896 (2.304372727870941) | > loss_1: 35.408836364746094 (33.48087692260742)  --> STEP: 5 | > loss_disc: 2.051285743713379 (2.2444674968719482) | > loss_disc_real_0: 0.09646379202604294 (0.07627863436937332) | > loss_disc_real_1: 0.3595869243144989 (0.24367933571338654) | > loss_disc_real_2: 0.18252845108509064 (0.22411489486694336) | > loss_disc_real_3: 0.2025655061006546 (0.2533950299024582) | > loss_disc_real_4: 0.21191953122615814 (0.26081402897834777) | > loss_disc_real_5: 0.15257605910301208 (0.24808770418167114) | > loss_0: 2.051285743713379 (2.2444674968719482) | > loss_gen: 3.0013818740844727 (2.676275300979614) | > loss_kl: 2.332796812057495 (2.030260944366455) | > loss_feat: 8.319884300231934 (6.916484546661377) | > loss_mel: 21.615142822265625 (20.372024154663087) | > loss_duration: 2.3596091270446777 (2.3154200077056886) | > loss_1: 37.62881088256836 (34.31046371459961)  --> STEP: 6 | > loss_disc: 2.6304731369018555 (2.308801770210266) | > loss_disc_real_0: 0.12534070014953613 (0.0844556453327338) | > loss_disc_real_1: 0.31143519282341003 (0.2549719785650571) | > loss_disc_real_2: 0.30540555715560913 (0.23766333858172098) | > loss_disc_real_3: 0.30869242548942566 (0.2626112625002861) | > loss_disc_real_4: 0.32184725999832153 (0.2709862341483434) | > loss_disc_real_5: 0.3108101487159729 (0.2585414449373881) | > loss_0: 2.6304731369018555 (2.308801770210266) | > loss_gen: 2.8147850036621094 (2.6993602514266968) | > loss_kl: 2.350574254989624 (2.0836464961369834) | > loss_feat: 6.3183064460754395 (6.816788196563721) | > loss_mel: 20.369922637939453 (20.371673901875813) | > loss_duration: 2.150604248046875 (2.2879507144292197) | > loss_1: 34.00419235229492 (34.25941848754883)  --> STEP: 7 | > loss_disc: 2.437976837158203 (2.3272553512028287) | > loss_disc_real_0: 0.15389250218868256 (0.09437519631215505) | > loss_disc_real_1: 0.30284059047698975 (0.26181035169533323) | > loss_disc_real_2: 0.3172330856323242 (0.24903044530323573) | > loss_disc_real_3: 0.2922033369541168 (0.2668387017079762) | > loss_disc_real_4: 0.3249123692512512 (0.2786899677344731) | > loss_disc_real_5: 0.25296416878700256 (0.25774469120161875) | > loss_0: 2.437976837158203 (2.3272553512028287) | > loss_gen: 3.0791330337524414 (2.7536135060446605) | > loss_kl: 3.1819684505462646 (2.2405496324811662) | > loss_feat: 7.583529472351074 (6.926322664533343) | > loss_mel: 19.615272521972656 (20.26361656188965) | > loss_duration: 2.496110439300537 (2.317687817982265) | > loss_1: 35.95601272583008 (34.50178909301758)  --> STEP: 8 | > loss_disc: 2.118919610977173 (2.3012133836746216) | > loss_disc_real_0: 0.1398155391216278 (0.10005523916333914) | > loss_disc_real_1: 0.1798236221075058 (0.2515620104968548) | > loss_disc_real_2: 0.18882346153259277 (0.24150457233190536) | > loss_disc_real_3: 0.1723349541425705 (0.2550257332623005) | > loss_disc_real_4: 0.20962435007095337 (0.2700567655265331) | > loss_disc_real_5: 0.21531455218791962 (0.25244092382490635) | > loss_0: 2.118919610977173 (2.3012133836746216) | > loss_gen: 2.521914482116699 (2.724651128053665) | > loss_kl: 2.7572786808013916 (2.3051407635211945) | > loss_feat: 11.22388744354248 (7.463518261909485) | > loss_mel: 18.58634376525879 (20.05395746231079) | > loss_duration: 2.213015556335449 (2.304603785276413) | > loss_1: 37.30244064331055 (34.8518705368042)  --> STEP: 9 | > loss_disc: 2.2566964626312256 (2.2962670591142444) | > loss_disc_real_0: 0.08665537089109421 (0.09856636491086748) | > loss_disc_real_1: 0.2511086165904999 (0.2515116333961487) | > loss_disc_real_2: 0.2768333852291107 (0.2454299959871504) | > loss_disc_real_3: 0.262917160987854 (0.25590255856513977) | > loss_disc_real_4: 0.25832808017730713 (0.268753578265508) | > loss_disc_real_5: 0.18770182132720947 (0.24524769021405113) | > loss_0: 2.2566964626312256 (2.2962670591142444) | > loss_gen: 2.805800437927246 (2.7336677180396185) | > loss_kl: 2.381319761276245 (2.313605096605089) | > loss_feat: 7.66628360748291 (7.486047744750977) | > loss_mel: 20.34593963623047 (20.086399926079643) | > loss_duration: 2.1241376399993896 (2.284551991356744) | > loss_1: 35.323482513427734 (34.904271867540146)  --> STEP: 10 | > loss_disc: 2.6632516384124756 (2.3329655170440673) | > loss_disc_real_0: 0.25906044244766235 (0.11461577266454696) | > loss_disc_real_1: 0.2908387780189514 (0.25544434785842896) | > loss_disc_real_2: 0.3600310683250427 (0.25689010322093964) | > loss_disc_real_3: 0.3048305809497833 (0.2607953608036041) | > loss_disc_real_4: 0.28464654088020325 (0.27034287452697753) | > loss_disc_real_5: 0.23308579623699188 (0.24403150081634523) | > loss_0: 2.6632516384124756 (2.3329655170440673) | > loss_gen: 2.6556010246276855 (2.7258610486984254) | > loss_kl: 2.0093772411346436 (2.2831823110580443) | > loss_feat: 6.1700358390808105 (7.35444655418396) | > loss_mel: 18.2907772064209 (19.90683765411377) | > loss_duration: 2.3243370056152344 (2.2885304927825927) | > loss_1: 31.45012855529785 (34.55885753631592)  --> STEP: 11 | > loss_disc: 2.719270706176758 (2.3680841706015845) | > loss_disc_real_0: 0.15487326681613922 (0.11827554486014626) | > loss_disc_real_1: 0.22116988897323608 (0.2523284879597751) | > loss_disc_real_2: 0.3316422998905182 (0.2636857574636286) | > loss_disc_real_3: 0.30494433641433716 (0.2648089040409435) | > loss_disc_real_4: 0.3068780303001404 (0.2736642523245378) | > loss_disc_real_5: 0.28965961933135986 (0.24817951159043747) | > loss_0: 2.719270706176758 (2.3680841706015845) | > loss_gen: 2.3377513885498047 (2.690578352321278) | > loss_kl: 2.40376615524292 (2.294144478711215) | > loss_feat: 5.357836723327637 (7.172936569560658) | > loss_mel: 18.431013107299805 (19.77267178622159) | > loss_duration: 2.4281795024871826 (2.301225857301192) | > loss_1: 30.958545684814453 (34.231556458906695)  --> STEP: 12 | > loss_disc: 2.5152101516723633 (2.3803446690241494) | > loss_disc_real_0: 0.09709583222866058 (0.11651056880752246) | > loss_disc_real_1: 0.3039989471435547 (0.2566343595584234) | > loss_disc_real_2: 0.2804528474807739 (0.2650830149650574) | > loss_disc_real_3: 0.27839401364326477 (0.2659409965078036) | > loss_disc_real_4: 0.30159953236579895 (0.2759921923279762) | > loss_disc_real_5: 0.31232163310050964 (0.25352468838294345) | > loss_0: 2.5152101516723633 (2.3803446690241494) | > loss_gen: 2.6117148399353027 (2.68400639295578) | > loss_kl: 2.398655891418457 (2.302853763103485) | > loss_feat: 6.389697074890137 (7.107666611671448) | > loss_mel: 18.723539352416992 (19.68524408340454) | > loss_duration: 2.230149269104004 (2.2953028082847595) | > loss_1: 32.353755950927734 (34.07507308324178)  --> STEP: 13 | > loss_disc: 2.8359434604644775 (2.415390729904175) | > loss_disc_real_0: 0.1779887080192566 (0.12123965643919431) | > loss_disc_real_1: 0.36971452832221985 (0.26533283407871544) | > loss_disc_real_2: 0.25347235798835754 (0.26418988750531125) | > loss_disc_real_3: 0.2853145897388458 (0.2674312729101915) | > loss_disc_real_4: 0.3627142906188965 (0.2826631229657393) | > loss_disc_real_5: 0.3970559537410736 (0.2645655549489535) | > loss_0: 2.8359434604644775 (2.415390729904175) | > loss_gen: 2.454378843307495 (2.6663427352905273) | > loss_kl: 2.9125194549560547 (2.349751124015221) | > loss_feat: 5.258255958557129 (6.965404253739577) | > loss_mel: 16.3232364654541 (19.42662811279297) | > loss_duration: 2.217524766921997 (2.2893198820260854) | > loss_1: 29.16591453552246 (33.69744550264799)  --> STEP: 14 | > loss_disc: 2.4211645126342773 (2.415803142956325) | > loss_disc_real_0: 0.10508474707603455 (0.12008573434182576) | > loss_disc_real_1: 0.18262705206871033 (0.2594252782208579) | > loss_disc_real_2: 0.18154999613761902 (0.2582870381219046) | > loss_disc_real_3: 0.272033154964447 (0.2677599787712097) | > loss_disc_real_4: 0.31378600001335144 (0.28488618561199736) | > loss_disc_real_5: 0.37136852741241455 (0.2721943386963436) | > loss_0: 2.4211645126342773 (2.415803142956325) | > loss_gen: 2.5841050148010254 (2.6604686123984203) | > loss_kl: 2.568784713745117 (2.3653963804244995) | > loss_feat: 6.863831043243408 (6.9581490244184225) | > loss_mel: 19.63471221923828 (19.441491263253347) | > loss_duration: 2.4102766513824463 (2.2979596512658254) | > loss_1: 34.061710357666016 (33.72346442086356)  --> STEP: 15 | > loss_disc: 2.7054600715637207 (2.4351136048634845) | > loss_disc_real_0: 0.25843554735183716 (0.12930905520915986) | > loss_disc_real_1: 0.29648083448410034 (0.2618956486384074) | > loss_disc_real_2: 0.33034980297088623 (0.2630912224451701) | > loss_disc_real_3: 0.24317221343517303 (0.2661207944154739) | > loss_disc_real_4: 0.2892719805240631 (0.2851785719394684) | > loss_disc_real_5: 0.2694941759109497 (0.272014327843984) | > loss_0: 2.7054600715637207 (2.4351136048634845) | > loss_gen: 2.602696418762207 (2.6566171328226726) | > loss_kl: 2.8540947437286377 (2.397976271311442) | > loss_feat: 4.837574005126953 (6.816777356465658) | > loss_mel: 15.956135749816895 (19.20913422902425) | > loss_duration: 2.2768285274505615 (2.296550909678141) | > loss_1: 28.527328491210938 (33.377055358886714)  --> STEP: 16 | > loss_disc: 2.7324628829956055 (2.4536979347467422) | > loss_disc_real_0: 0.2464647740125656 (0.1366312876343727) | > loss_disc_real_1: 0.29180726408958435 (0.26376512460410595) | > loss_disc_real_2: 0.24759961664676666 (0.26212299708276987) | > loss_disc_real_3: 0.31325045228004456 (0.2690663980320096) | > loss_disc_real_4: 0.3114044964313507 (0.28681769222021103) | > loss_disc_real_5: 0.2547603249549866 (0.27093595266342163) | > loss_0: 2.7324628829956055 (2.4536979347467422) | > loss_gen: 2.6122546195983887 (2.653844475746155) | > loss_kl: 2.180429697036743 (2.3843796104192734) | > loss_feat: 7.037961006164551 (6.830601334571838) | > loss_mel: 17.040132522583008 (19.073571622371674) | > loss_duration: 2.3531410694122314 (2.300087794661522) | > loss_1: 31.223918914794922 (33.24248433113098)  --> STEP: 17 | > loss_disc: 2.6801939010620117 (2.4670212268829346) | > loss_disc_real_0: 0.13843323290348053 (0.13673728441490846) | > loss_disc_real_1: 0.3234241306781769 (0.2672744779025807) | > loss_disc_real_2: 0.27120381593704224 (0.26265716289772706) | > loss_disc_real_3: 0.2544151544570923 (0.26820456017466154) | > loss_disc_real_4: 0.34642931818962097 (0.29032425845370574) | > loss_disc_real_5: 0.33210447430610657 (0.27453410099534425) | > loss_0: 2.6801939010620117 (2.4670212268829346) | > loss_gen: 2.388862133026123 (2.6382572791155647) | > loss_kl: 2.1796998977661133 (2.3723396273220287) | > loss_feat: 4.434095859527588 (6.6896304242751174) | > loss_mel: 17.402450561523438 (18.97527038349825) | > loss_duration: 2.377534866333008 (2.3046435047598446) | > loss_1: 28.782644271850586 (32.980140798232135)  --> STEP: 18 | > loss_disc: 2.0558996200561523 (2.44418113761478) | > loss_disc_real_0: 0.037554867565631866 (0.1312271501455042) | > loss_disc_real_1: 0.11266887933015823 (0.25868527798189056) | > loss_disc_real_2: 0.15825657546520233 (0.25685713026258683) | > loss_disc_real_3: 0.28358709812164307 (0.2690591456161605) | > loss_disc_real_4: 0.21917322278022766 (0.2863714231385125) | > loss_disc_real_5: 0.24377433955669403 (0.2728252253598637) | > loss_0: 2.0558996200561523 (2.44418113761478) | > loss_gen: 2.757892370223999 (2.6449036730660334) | > loss_kl: 3.253934860229492 (2.421317140261332) | > loss_feat: 10.00982666015625 (6.874085770712958) | > loss_mel: 22.4967041015625 (19.170905590057373) | > loss_duration: 2.2058181762695312 (2.299153208732605) | > loss_1: 40.724178314208984 (33.41036510467529)  --> STEP: 19 | > loss_disc: 2.6795196533203125 (2.4565673752834924) | > loss_disc_real_0: 0.2286839336156845 (0.1363564545386716) | > loss_disc_real_1: 0.25778940320014954 (0.2586381266775884) | > loss_disc_real_2: 0.27743861079216003 (0.25794036607993276) | > loss_disc_real_3: 0.34642940759658813 (0.27313126466776194) | > loss_disc_real_4: 0.3427322506904602 (0.28933778248335185) | > loss_disc_real_5: 0.34603646397590637 (0.27667844844491857) | > loss_0: 2.6795196533203125 (2.4565673752834924) | > loss_gen: 2.838594436645508 (2.6550979237807426) | > loss_kl: 1.7625292539596558 (2.3866440936138758) | > loss_feat: 6.795153617858887 (6.8699314468785335) | > loss_mel: 18.607666015625 (19.141261401929352) | > loss_duration: 2.3230133056640625 (2.3004090033079447) | > loss_1: 32.32695770263672 (33.353343662462734)  --> STEP: 20 | > loss_disc: 2.3192880153656006 (2.449703407287598) | > loss_disc_real_0: 0.11887749284505844 (0.13548250645399093) | > loss_disc_real_1: 0.2129133939743042 (0.2563518900424242) | > loss_disc_real_2: 0.26815348863601685 (0.25845102220773697) | > loss_disc_real_3: 0.26236215233802795 (0.27259280905127525) | > loss_disc_real_4: 0.20063109695911407 (0.28490244820713995) | > loss_disc_real_5: 0.22601665556430817 (0.2741453588008881) | > loss_0: 2.3192880153656006 (2.449703407287598) | > loss_gen: 2.5648608207702637 (2.6505860686302185) | > loss_kl: 1.7529820203781128 (2.3549609899520876) | > loss_feat: 7.420483112335205 (6.897459030151367) | > loss_mel: 18.700536727905273 (19.119225168228148) | > loss_duration: 2.3166632652282715 (2.301221716403961) | > loss_1: 32.755523681640625 (33.323452663421634)  --> STEP: 21 | > loss_disc: 2.5512473583221436 (2.454538833527338) | > loss_disc_real_0: 0.09423264861106873 (0.13351822750908987) | > loss_disc_real_1: 0.2763468623161316 (0.2573040315792674) | > loss_disc_real_2: 0.22147227823734283 (0.2566901296377182) | > loss_disc_real_3: 0.2707999646663666 (0.27250743550913675) | > loss_disc_real_4: 0.2329329401254654 (0.2824277097270602) | > loss_disc_real_5: 0.28329184651374817 (0.2745809058348338) | > loss_0: 2.5512473583221436 (2.454538833527338) | > loss_gen: 2.201432466506958 (2.629197801862444) | > loss_kl: 2.2339389324188232 (2.349198034831456) | > loss_feat: 5.132774829864502 (6.813426449185326) | > loss_mel: 17.282684326171875 (19.031770842415945) | > loss_duration: 2.1401264667510986 (2.293550514039539) | > loss_1: 28.99095916748047 (33.11714344932919)  --> STEP: 22 | > loss_disc: 2.3774890899658203 (2.4510365724563603) | > loss_disc_real_0: 0.1618812084197998 (0.13480745391412216) | > loss_disc_real_1: 0.23133787512779236 (0.256123751740564) | > loss_disc_real_2: 0.37446489930152893 (0.2620435282588005) | > loss_disc_real_3: 0.24308517575263977 (0.27117006006565963) | > loss_disc_real_4: 0.2249184250831604 (0.2798136513341557) | > loss_disc_real_5: 0.23290148377418518 (0.27268638665025885) | > loss_0: 2.3774890899658203 (2.4510365724563603) | > loss_gen: 2.950640916824341 (2.6438088525425303) | > loss_kl: 2.129517078399658 (2.3392125368118286) | > loss_feat: 7.621904373168945 (6.850175445730036) | > loss_mel: 20.010360717773438 (19.07625220038674) | > loss_duration: 2.1838417053222656 (2.288563750006936) | > loss_1: 34.896263122558594 (33.198012525385074)  --> STEP: 23 | > loss_disc: 2.1510472297668457 (2.437993557556816) | > loss_disc_real_0: 0.10514684021472931 (0.13351786201414856) | > loss_disc_real_1: 0.21990083158016205 (0.2545488421683726) | > loss_disc_real_2: 0.21886031329631805 (0.26016599717347516) | > loss_disc_real_3: 0.23960554599761963 (0.26979768988878833) | > loss_disc_real_4: 0.22279182076454163 (0.27733444130938983) | > loss_disc_real_5: 0.2025304138660431 (0.2696361269639886) | > loss_0: 2.1510472297668457 (2.437993557556816) | > loss_gen: 2.6684765815734863 (2.644881362500398) | > loss_kl: 2.518399477005005 (2.347003273341967) | > loss_feat: 7.485042572021484 (6.877778364264446) | > loss_mel: 18.868953704833984 (19.06723922231923) | > loss_duration: 2.266327381134033 (2.287596951360288) | > loss_1: 33.80719757080078 (33.2244988317075)  --> STEP: 24 | > loss_disc: 2.5305681228637695 (2.4418508311112723) | > loss_disc_real_0: 0.10129786282777786 (0.13217536204804978) | > loss_disc_real_1: 0.2644566595554352 (0.25496166789283353) | > loss_disc_real_2: 0.29915326833724976 (0.2617904668052991) | > loss_disc_real_3: 0.40124228596687317 (0.27527454805870855) | > loss_disc_real_4: 0.31446483731269836 (0.278881541142861) | > loss_disc_real_5: 0.3274293839931488 (0.2720441793402036) | > loss_0: 2.5305681228637695 (2.4418508311112723) | > loss_gen: 2.9022057056427 (2.655603210131327) | > loss_kl: 2.2198851108551025 (2.3417066832383475) | > loss_feat: 6.053341865539551 (6.8434268434842425) | > loss_mel: 18.83995246887207 (19.057768940925598) | > loss_duration: 2.3861827850341797 (2.2917046944300337) | > loss_1: 32.40156555175781 (33.19020994504293)  --> STEP: 25 | > loss_disc: 2.496601104736328 (2.4440408420562743) | > loss_disc_real_0: 0.1528964638710022 (0.13300420612096786) | > loss_disc_real_1: 0.23803819715976715 (0.2542847290635109) | > loss_disc_real_2: 0.2692515254020691 (0.26208890914916994) | > loss_disc_real_3: 0.27544522285461426 (0.2752813750505448) | > loss_disc_real_4: 0.2626113295555115 (0.27823073267936704) | > loss_disc_real_5: 0.2531236708164215 (0.2712873589992523) | > loss_0: 2.496601104736328 (2.4440408420562743) | > loss_gen: 2.653916120529175 (2.655535726547241) | > loss_kl: 2.604090929031372 (2.3522020530700685) | > loss_feat: 5.178910732269287 (6.776846199035645) | > loss_mel: 15.243215560913086 (18.905186805725098) | > loss_duration: 2.3438148498535156 (2.293789100646973) | > loss_1: 28.023948669433594 (32.98355949401856)  --> STEP: 26 | > loss_disc: 2.299933671951294 (2.438498258590698) | > loss_disc_real_0: 0.13929735124111176 (0.1332462501640503) | > loss_disc_real_1: 0.1613478809595108 (0.25071023490566474) | > loss_disc_real_2: 0.224772110581398 (0.2606536476657941) | > loss_disc_real_3: 0.1817406564950943 (0.27168365510610437) | > loss_disc_real_4: 0.17255854606628418 (0.2741664178096331) | > loss_disc_real_5: 0.11300916224718094 (0.26519973604724956) | > loss_0: 2.299933671951294 (2.438498258590698) | > loss_gen: 2.3315341472625732 (2.6430741273439846) | > loss_kl: 2.223599672317505 (2.3472558076565084) | > loss_feat: 10.538278579711914 (6.921516675215501) | > loss_mel: 21.080442428588867 (18.98885048352755) | > loss_duration: 2.3000142574310303 (2.294028529754052) | > loss_1: 38.47386932373047 (33.19472525669978) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025324362974900464 (-1.6946059006911224e-05) | > avg_loss_disc: 2.438498258590698 (+0.03729953215672355) | > avg_loss_disc_real_0: 0.1332462501640503 (+0.04008567347549474) | > avg_loss_disc_real_1: 0.25071023490566474 (-0.018721250673899292) | > avg_loss_disc_real_2: 0.2606536476657941 (+0.05224722537856835) | > avg_loss_disc_real_3: 0.27168365510610437 (+0.03017068826235264) | > avg_loss_disc_real_4: 0.2741664178096331 (+0.07104014089474309) | > avg_loss_disc_real_5: 0.26519973604724956 (-0.0022601465193123893) | > avg_loss_0: 2.438498258590698 (+0.03729953215672355) | > avg_loss_gen: 2.6430741273439846 (+0.29295659982241107) | > avg_loss_kl: 2.3472558076565084 (-0.03183332773355296) | > avg_loss_feat: 6.921516675215501 (-0.2752809524536133) | > avg_loss_mel: 18.98885048352755 (+0.14275495822613493) | > avg_loss_duration: 2.294028529754052 (+0.0013846709178046979) | > avg_loss_1: 33.19472525669978 (+0.1299811876737138)  > EPOCH: 250/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:56:00)   --> TIME: 2024-06-11 01:56:10 -- STEP: 24/330 -- GLOBAL_STEP: 170525 | > loss_disc: 2.283055067062378 (2.3090261220932007) | > loss_disc_real_0: 0.11697687953710556 (0.10956619959324598) | > loss_disc_real_1: 0.17903214693069458 (0.2014501690864563) | > loss_disc_real_2: 0.20503219962120056 (0.2075464241206646) | > loss_disc_real_3: 0.28175604343414307 (0.2302103309581677) | > loss_disc_real_4: 0.23879867792129517 (0.22240335370103517) | > loss_disc_real_5: 0.22827129065990448 (0.21885879896581173) | > loss_0: 2.283055067062378 (2.3090261220932007) | > grad_norm_0: tensor(23.9775, device='cuda:0') (tensor(14.4054, device='cuda:0')) | > loss_gen: 2.7151408195495605 (2.549034317334493) | > loss_kl: 1.8414644002914429 (1.7492933372656505) | > loss_feat: 7.897218704223633 (7.1515089472134905) | > loss_mel: 18.952821731567383 (19.20220637321472) | > loss_duration: 2.018852472305298 (2.131353015700976) | > loss_1: 33.425498962402344 (32.78339608510336) | > grad_norm_1: tensor(133.2239, device='cuda:0') (tensor(195.5363, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3565 (0.34477608402570087) | > loader_time: 0.0032 (0.0032144089539845786)  --> TIME: 2024-06-11 01:56:19 -- STEP: 49/330 -- GLOBAL_STEP: 170550 | > loss_disc: 2.04082989692688 (2.300626034639319) | > loss_disc_real_0: 0.07869225740432739 (0.11285854237420219) | > loss_disc_real_1: 0.17234739661216736 (0.20181117617354102) | > loss_disc_real_2: 0.2050294429063797 (0.2109251609262155) | > loss_disc_real_3: 0.17948023974895477 (0.2271859080207591) | > loss_disc_real_4: 0.20447196066379547 (0.22114469475892126) | > loss_disc_real_5: 0.18881544470787048 (0.2146731253181185) | > loss_0: 2.04082989692688 (2.300626034639319) | > grad_norm_0: tensor(13.3481, device='cuda:0') (tensor(15.6388, device='cuda:0')) | > loss_gen: 2.770944595336914 (2.556231800390749) | > loss_kl: 1.6130949258804321 (1.7425732466639305) | > loss_feat: 8.121538162231445 (7.20233829653993) | > loss_mel: 19.60312843322754 (19.05810496271873) | > loss_duration: 2.002718687057495 (2.081639014944739) | > loss_1: 34.11142349243164 (32.64088720204879) | > grad_norm_1: tensor(275.7805, device='cuda:0') (tensor(186.8533, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3646 (0.34727973354106045) | > loader_time: 0.0033 (0.0033430080024563534)  --> TIME: 2024-06-11 01:56:28 -- STEP: 74/330 -- GLOBAL_STEP: 170575 | > loss_disc: 2.3784937858581543 (2.2997229550335856) | > loss_disc_real_0: 0.14166417717933655 (0.11398966993029053) | > loss_disc_real_1: 0.23568744957447052 (0.2009777132723783) | > loss_disc_real_2: 0.19735965132713318 (0.21291683855894453) | > loss_disc_real_3: 0.2675461769104004 (0.2252050607993796) | > loss_disc_real_4: 0.2511643171310425 (0.22033662328848969) | > loss_disc_real_5: 0.2064797729253769 (0.21223856327501503) | > loss_0: 2.3784937858581543 (2.2997229550335856) | > grad_norm_0: tensor(9.2172, device='cuda:0') (tensor(13.8581, device='cuda:0')) | > loss_gen: 2.4637277126312256 (2.5674209208101835) | > loss_kl: 1.894971251487732 (1.760628268525407) | > loss_feat: 7.177366256713867 (7.389781030448708) | > loss_mel: 19.002382278442383 (19.104093757835596) | > loss_duration: 1.975085735321045 (2.0610261962220484) | > loss_1: 32.51353073120117 (32.88295003530141) | > grad_norm_1: tensor(238.6150, device='cuda:0') (tensor(169.0770, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3574 (0.3498698086351962) | > loader_time: 0.0039 (0.0035135456033655115)  --> TIME: 2024-06-11 01:56:37 -- STEP: 99/330 -- GLOBAL_STEP: 170600 | > loss_disc: 2.3317513465881348 (2.2963718115681346) | > loss_disc_real_0: 0.11267867684364319 (0.11332979361818295) | > loss_disc_real_1: 0.15822112560272217 (0.20050275867635553) | > loss_disc_real_2: 0.2315928190946579 (0.21164208364607107) | > loss_disc_real_3: 0.20829489827156067 (0.2249355134036806) | > loss_disc_real_4: 0.1923626959323883 (0.21910229716638122) | > loss_disc_real_5: 0.19375649094581604 (0.2117581320832474) | > loss_0: 2.3317513465881348 (2.2963718115681346) | > grad_norm_0: tensor(5.7760, device='cuda:0') (tensor(15.6396, device='cuda:0')) | > loss_gen: 2.4214277267456055 (2.5695674949222145) | > loss_kl: 1.6650108098983765 (1.762829521689752) | > loss_feat: 7.494466304779053 (7.403001799727932) | > loss_mel: 19.41973876953125 (19.028446081912875) | > loss_duration: 2.055426597595215 (2.0560126136047683) | > loss_1: 33.05607223510742 (32.819857452854954) | > grad_norm_1: tensor(144.7025, device='cuda:0') (tensor(197.2052, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3479 (0.35104701735756605) | > loader_time: 0.0041 (0.00362385403026234)  --> TIME: 2024-06-11 01:56:46 -- STEP: 124/330 -- GLOBAL_STEP: 170625 | > loss_disc: 2.325143814086914 (2.297515717244917) | > loss_disc_real_0: 0.06969864666461945 (0.11321912318347924) | > loss_disc_real_1: 0.1771644949913025 (0.200050794789868) | > loss_disc_real_2: 0.1657055765390396 (0.2121253279187987) | > loss_disc_real_3: 0.17274877429008484 (0.22508707197923813) | > loss_disc_real_4: 0.1896211951971054 (0.21893110570888366) | > loss_disc_real_5: 0.1738768070936203 (0.21138289138194052) | > loss_0: 2.325143814086914 (2.297515717244917) | > grad_norm_0: tensor(26.8082, device='cuda:0') (tensor(16.3540, device='cuda:0')) | > loss_gen: 2.3873274326324463 (2.574216394655166) | > loss_kl: 1.8827342987060547 (1.7782538504369798) | > loss_feat: 7.7596354484558105 (7.430324304488398) | > loss_mel: 19.147090911865234 (19.02504845588438) | > loss_duration: 2.068659782409668 (2.056151098782016) | > loss_1: 33.24544906616211 (32.86399409078782) | > grad_norm_1: tensor(162.3572, device='cuda:0') (tensor(205.9958, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3632 (0.3527345349711756) | > loader_time: 0.004 (0.0037204661676960606)  --> TIME: 2024-06-11 01:56:56 -- STEP: 149/330 -- GLOBAL_STEP: 170650 | > loss_disc: 2.3449082374572754 (2.297522280840266) | > loss_disc_real_0: 0.18081872165203094 (0.11391003587401952) | > loss_disc_real_1: 0.17994055151939392 (0.2001128622749508) | > loss_disc_real_2: 0.26530712842941284 (0.212737326554004) | > loss_disc_real_3: 0.24620185792446136 (0.22465328192150832) | > loss_disc_real_4: 0.2593934237957001 (0.21905963612882884) | > loss_disc_real_5: 0.21283672749996185 (0.21164677747144) | > loss_0: 2.3449082374572754 (2.297522280840266) | > grad_norm_0: tensor(45.6940, device='cuda:0') (tensor(18.5055, device='cuda:0')) | > loss_gen: 2.6536242961883545 (2.588812168812592) | > loss_kl: 1.8269155025482178 (1.7823222051530876) | > loss_feat: 6.998746871948242 (7.464286093743856) | > loss_mel: 19.824146270751953 (19.06174588043418) | > loss_duration: 2.0748977661132812 (2.057314537515577) | > loss_1: 33.37833023071289 (32.954480868857964) | > grad_norm_1: tensor(122.2416, device='cuda:0') (tensor(224.3117, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3706 (0.35529423400059634) | > loader_time: 0.0042 (0.003820481716386424)  --> TIME: 2024-06-11 01:57:05 -- STEP: 174/330 -- GLOBAL_STEP: 170675 | > loss_disc: 2.1189184188842773 (2.295125792766441) | > loss_disc_real_0: 0.12407571077346802 (0.11380013947685558) | > loss_disc_real_1: 0.17338185012340546 (0.19989072694175544) | > loss_disc_real_2: 0.1739923059940338 (0.212037038700334) | > loss_disc_real_3: 0.2003244161605835 (0.22464837981709118) | > loss_disc_real_4: 0.19099955260753632 (0.21866854982472014) | > loss_disc_real_5: 0.18076209723949432 (0.21109066329810816) | > loss_0: 2.1189184188842773 (2.295125792766441) | > grad_norm_0: tensor(24.3267, device='cuda:0') (tensor(20.3773, device='cuda:0')) | > loss_gen: 2.7260684967041016 (2.59534316364376) | > loss_kl: 1.6785438060760498 (1.783094706891597) | > loss_feat: 8.317317008972168 (7.483743618274557) | > loss_mel: 18.78404998779297 (19.022206942240395) | > loss_duration: 2.1434545516967773 (2.0610068782992736) | > loss_1: 33.64943313598633 (32.94539525043006) | > grad_norm_1: tensor(302.2186, device='cuda:0') (tensor(236.2667, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3749 (0.35825449022753464) | > loader_time: 0.0049 (0.0039264498085811225)  --> TIME: 2024-06-11 01:57:16 -- STEP: 199/330 -- GLOBAL_STEP: 170700 | > loss_disc: 2.261444330215454 (2.296611397709681) | > loss_disc_real_0: 0.07793160527944565 (0.11349827039930686) | > loss_disc_real_1: 0.2326279729604721 (0.20042256411895082) | > loss_disc_real_2: 0.21083398163318634 (0.21290166421451764) | > loss_disc_real_3: 0.21277812123298645 (0.2246770652095277) | > loss_disc_real_4: 0.2087080329656601 (0.21845998012240808) | > loss_disc_real_5: 0.22487705945968628 (0.21129041812827243) | > loss_0: 2.261444330215454 (2.296611397709681) | > grad_norm_0: tensor(10.2841, device='cuda:0') (tensor(20.1947, device='cuda:0')) | > loss_gen: 2.515237331390381 (2.5881193630659394) | > loss_kl: 1.7333546876907349 (1.780728522856631) | > loss_feat: 7.256394863128662 (7.476226202806636) | > loss_mel: 18.938709259033203 (18.986417962079077) | > loss_duration: 2.149871349334717 (2.067773256469612) | > loss_1: 32.59356689453125 (32.89926517429065) | > grad_norm_1: tensor(140.6051, device='cuda:0') (tensor(237.5528, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.3909 (0.3637962988273581) | > loader_time: 0.0053 (0.004075188133584796)  --> TIME: 2024-06-11 01:57:26 -- STEP: 224/330 -- GLOBAL_STEP: 170725 | > loss_disc: 2.333698034286499 (2.298659669501444) | > loss_disc_real_0: 0.14032641053199768 (0.11415587378931895) | > loss_disc_real_1: 0.22175709903240204 (0.20023066284401075) | > loss_disc_real_2: 0.21006803214550018 (0.21289545656847106) | > loss_disc_real_3: 0.2001326084136963 (0.22522591866020644) | > loss_disc_real_4: 0.191359743475914 (0.21889634829546725) | > loss_disc_real_5: 0.24463647603988647 (0.21168115801577062) | > loss_0: 2.333698034286499 (2.298659669501444) | > grad_norm_0: tensor(17.0461, device='cuda:0') (tensor(19.6604, device='cuda:0')) | > loss_gen: 2.523982048034668 (2.5851228130715227) | > loss_kl: 1.8309675455093384 (1.7798312806657381) | > loss_feat: 7.468501567840576 (7.475727656057903) | > loss_mel: 19.217987060546875 (18.960050591400687) | > loss_duration: 2.195796012878418 (2.0736332753939273) | > loss_1: 33.23723602294922 (32.87436549152646) | > grad_norm_1: tensor(157.7859, device='cuda:0') (tensor(233.2845, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.4162 (0.36878983463559817) | > loader_time: 0.0052 (0.004231688167367662)  --> TIME: 2024-06-11 01:57:37 -- STEP: 249/330 -- GLOBAL_STEP: 170750 | > loss_disc: 2.3585147857666016 (2.3011477041436037) | > loss_disc_real_0: 0.14800278842449188 (0.11547948297367516) | > loss_disc_real_1: 0.24656784534454346 (0.2001217722174633) | > loss_disc_real_2: 0.235963836312294 (0.21378455948398778) | > loss_disc_real_3: 0.24031475186347961 (0.2252041131976139) | > loss_disc_real_4: 0.24557697772979736 (0.2191322466216413) | > loss_disc_real_5: 0.23969082534313202 (0.21161699336934764) | > loss_0: 2.3585147857666016 (2.3011477041436037) | > grad_norm_0: tensor(57.3631, device='cuda:0') (tensor(20.1187, device='cuda:0')) | > loss_gen: 2.4735827445983887 (2.5801173692726223) | > loss_kl: 1.933042049407959 (1.7814610435301999) | > loss_feat: 6.650671005249023 (7.465788270574976) | > loss_mel: 17.63024139404297 (18.919358234328914) | > loss_duration: 2.1373345851898193 (2.080957800987733) | > loss_1: 30.824872970581055 (32.82768260235766) | > grad_norm_1: tensor(336.1882, device='cuda:0') (tensor(237.8173, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.4282 (0.3750855060945073) | > loader_time: 0.0057 (0.004387038778588474)  --> TIME: 2024-06-11 01:57:48 -- STEP: 274/330 -- GLOBAL_STEP: 170775 | > loss_disc: 2.3055193424224854 (2.301608967955097) | > loss_disc_real_0: 0.1418507993221283 (0.11579879136742467) | > loss_disc_real_1: 0.19814424216747284 (0.20065339317504507) | > loss_disc_real_2: 0.18075434863567352 (0.21322625788458946) | > loss_disc_real_3: 0.23869869112968445 (0.22526053061885556) | > loss_disc_real_4: 0.28469252586364746 (0.21941229527014017) | > loss_disc_real_5: 0.2791168987751007 (0.21196036274633268) | > loss_0: 2.3055193424224854 (2.301608967955097) | > grad_norm_0: tensor(80.3992, device='cuda:0') (tensor(21.4464, device='cuda:0')) | > loss_gen: 2.849461793899536 (2.585703592230803) | > loss_kl: 1.8504886627197266 (1.7856093484119777) | > loss_feat: 8.272214889526367 (7.499634923726103) | > loss_mel: 18.77426528930664 (18.879751859790215) | > loss_duration: 2.1657607555389404 (2.0883713947595464) | > loss_1: 33.912193298339844 (32.83907096751414) | > grad_norm_1: tensor(997.1902, device='cuda:0') (tensor(250.8324, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.4397 (0.3803846340109831) | > loader_time: 0.0064 (0.004558147305119647)  --> TIME: 2024-06-11 01:58:00 -- STEP: 299/330 -- GLOBAL_STEP: 170800 | > loss_disc: 2.175527811050415 (2.3050607813640607) | > loss_disc_real_0: 0.10048167407512665 (0.11638326300027776) | > loss_disc_real_1: 0.17063415050506592 (0.20174852990386477) | > loss_disc_real_2: 0.20813138782978058 (0.21374943772685973) | > loss_disc_real_3: 0.22925840318202972 (0.22544097850553965) | > loss_disc_real_4: 0.19895276427268982 (0.21898552501281374) | > loss_disc_real_5: 0.1967008411884308 (0.21182423511077728) | > loss_0: 2.175527811050415 (2.3050607813640607) | > grad_norm_0: tensor(18.6675, device='cuda:0') (tensor(23.4803, device='cuda:0')) | > loss_gen: 2.483759880065918 (2.583989836300495) | > loss_kl: 1.9270223379135132 (1.7878502555515454) | > loss_feat: 6.943229675292969 (7.5116703294990055) | > loss_mel: 18.682933807373047 (18.83390878913395) | > loss_duration: 2.2510735988616943 (2.0977907766865243) | > loss_1: 32.28801727294922 (32.81520981932164) | > grad_norm_1: tensor(413.4205, device='cuda:0') (tensor(266.9698, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.4742 (0.38627172871975596) | > loader_time: 0.0074 (0.0047555025604656305)  --> TIME: 2024-06-11 01:58:13 -- STEP: 324/330 -- GLOBAL_STEP: 170825 | > loss_disc: 2.3530638217926025 (2.3051704602477026) | > loss_disc_real_0: 0.13062584400177002 (0.11717758605969542) | > loss_disc_real_1: 0.19801005721092224 (0.20138665445056964) | > loss_disc_real_2: 0.2101454883813858 (0.21360714595626912) | > loss_disc_real_3: 0.1958550661802292 (0.22498550486785393) | > loss_disc_real_4: 0.22286497056484222 (0.21930078518243487) | > loss_disc_real_5: 0.196249321103096 (0.21180147061377397) | > loss_0: 2.3530638217926025 (2.3051704602477026) | > grad_norm_0: tensor(9.9545, device='cuda:0') (tensor(23.5734, device='cuda:0')) | > loss_gen: 2.555650472640991 (2.580045928189782) | > loss_kl: 2.0096750259399414 (1.792769225291264) | > loss_feat: 10.21798038482666 (7.567710798463704) | > loss_mel: 18.745683670043945 (18.79508297531693) | > loss_duration: 2.28951358795166 (2.11115542863622) | > loss_1: 35.81850051879883 (32.84676420541458) | > grad_norm_1: tensor(272.2848, device='cuda:0') (tensor(272.4586, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.6022 (0.3973954651090834) | > loader_time: 0.0107 (0.005028450194700263)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5734071731567383 (2.5734071731567383) | > loss_disc_real_0: 0.10765556246042252 (0.10765556246042252) | > loss_disc_real_1: 0.22554342448711395 (0.22554342448711395) | > loss_disc_real_2: 0.2936404347419739 (0.2936404347419739) | > loss_disc_real_3: 0.28691163659095764 (0.28691163659095764) | > loss_disc_real_4: 0.27220144867897034 (0.27220144867897034) | > loss_disc_real_5: 0.23231758177280426 (0.23231758177280426) | > loss_0: 2.5734071731567383 (2.5734071731567383) | > loss_gen: 2.5364174842834473 (2.5364174842834473) | > loss_kl: 2.712999105453491 (2.712999105453491) | > loss_feat: 6.506024360656738 (6.506024360656738) | > loss_mel: 16.369735717773438 (16.369735717773438) | > loss_duration: 2.7441625595092773 (2.7441625595092773) | > loss_1: 30.869338989257812 (30.869338989257812)  --> STEP: 1 | > loss_disc: 2.2093887329101562 (2.2093887329101562) | > loss_disc_real_0: 0.06176948547363281 (0.06176948547363281) | > loss_disc_real_1: 0.18434959650039673 (0.18434959650039673) | > loss_disc_real_2: 0.20273944735527039 (0.20273944735527039) | > loss_disc_real_3: 0.25343263149261475 (0.25343263149261475) | > loss_disc_real_4: 0.23710791766643524 (0.23710791766643524) | > loss_disc_real_5: 0.30996355414390564 (0.30996355414390564) | > loss_0: 2.2093887329101562 (2.2093887329101562) | > loss_gen: 2.5142977237701416 (2.5142977237701416) | > loss_kl: 1.9165830612182617 (1.9165830612182617) | > loss_feat: 7.651857376098633 (7.651857376098633) | > loss_mel: 21.00279426574707 (21.00279426574707) | > loss_duration: 2.419617176055908 (2.419617176055908) | > loss_1: 35.505149841308594 (35.505149841308594)  --> STEP: 2 | > loss_disc: 2.0851898193359375 (2.147289276123047) | > loss_disc_real_0: 0.03827168792486191 (0.05002058669924736) | > loss_disc_real_1: 0.22657787799835205 (0.2054637372493744) | > loss_disc_real_2: 0.25313669443130493 (0.22793807089328766) | > loss_disc_real_3: 0.2059331089258194 (0.22968287020921707) | > loss_disc_real_4: 0.19578993320465088 (0.21644892543554306) | > loss_disc_real_5: 0.13403844833374023 (0.22200100123882294) | > loss_0: 2.0851898193359375 (2.147289276123047) | > loss_gen: 2.432878255844116 (2.473587989807129) | > loss_kl: 2.7502875328063965 (2.333435297012329) | > loss_feat: 6.712054252624512 (7.181955814361572) | > loss_mel: 20.27574920654297 (20.63927173614502) | > loss_duration: 2.4204673767089844 (2.4200422763824463) | > loss_1: 34.591434478759766 (35.04829216003418)  --> STEP: 3 | > loss_disc: 2.22190523147583 (2.172161261240641) | > loss_disc_real_0: 0.09079907834529877 (0.06361341724793117) | > loss_disc_real_1: 0.16298308968544006 (0.19130352139472961) | > loss_disc_real_2: 0.19027097523212433 (0.21538237233956656) | > loss_disc_real_3: 0.2286044806241989 (0.22932340701421103) | > loss_disc_real_4: 0.3014284074306488 (0.24477541943391165) | > loss_disc_real_5: 0.26168712973594666 (0.23522971073786417) | > loss_0: 2.22190523147583 (2.172161261240641) | > loss_gen: 2.4881887435913086 (2.478454907735189) | > loss_kl: 1.9436306953430176 (2.203500429789225) | > loss_feat: 7.692255973815918 (7.3520558675130205) | > loss_mel: 20.11178207397461 (20.463441848754883) | > loss_duration: 2.1870291233062744 (2.3423712253570557) | > loss_1: 34.422889709472656 (34.83982467651367)  --> STEP: 4 | > loss_disc: 1.9861717224121094 (2.1256638765335083) | > loss_disc_real_0: 0.15957270562648773 (0.0876032393425703) | > loss_disc_real_1: 0.1949857920408249 (0.19222408905625343) | > loss_disc_real_2: 0.17806962132453918 (0.2060541845858097) | > loss_disc_real_3: 0.23105640709400177 (0.2297566570341587) | > loss_disc_real_4: 0.17963090538978577 (0.22848929092288017) | > loss_disc_real_5: 0.1527368128299713 (0.21460648626089096) | > loss_0: 1.9861717224121094 (2.1256638765335083) | > loss_gen: 3.082169532775879 (2.6293835639953613) | > loss_kl: 2.3914260864257812 (2.2504818439483643) | > loss_feat: 10.793792724609375 (8.21249008178711) | > loss_mel: 19.960424423217773 (20.337687492370605) | > loss_duration: 2.2530386447906494 (2.320038080215454) | > loss_1: 38.48085403442383 (35.75008201599121)  --> STEP: 5 | > loss_disc: 2.3791215419769287 (2.176355409622192) | > loss_disc_real_0: 0.15876248478889465 (0.10183508843183517) | > loss_disc_real_1: 0.24846433103084564 (0.20347213745117188) | > loss_disc_real_2: 0.245261549949646 (0.21389565765857696) | > loss_disc_real_3: 0.22188140451908112 (0.2281816065311432) | > loss_disc_real_4: 0.21625590324401855 (0.22604261338710785) | > loss_disc_real_5: 0.2143716961145401 (0.21455952823162078) | > loss_0: 2.3791215419769287 (2.176355409622192) | > loss_gen: 2.4021143913269043 (2.58392972946167) | > loss_kl: 2.17803955078125 (2.2359933853149414) | > loss_feat: 6.995749473571777 (7.969141960144043) | > loss_mel: 19.535245895385742 (20.177199172973634) | > loss_duration: 2.3351612091064453 (2.323062705993652) | > loss_1: 33.446311950683594 (35.289328002929686)  --> STEP: 6 | > loss_disc: 2.3115689754486084 (2.198891003926595) | > loss_disc_real_0: 0.12403027713298798 (0.10553428654869397) | > loss_disc_real_1: 0.2482280135154724 (0.2109314501285553) | > loss_disc_real_2: 0.2194230705499649 (0.21481689314047495) | > loss_disc_real_3: 0.29998648166656494 (0.24014908572038016) | > loss_disc_real_4: 0.3083036243915558 (0.23975278188784918) | > loss_disc_real_5: 0.27693673968315125 (0.2249557301402092) | > loss_0: 2.3115689754486084 (2.198891003926595) | > loss_gen: 2.9270663261413574 (2.6411191622416177) | > loss_kl: 2.0824739933013916 (2.2104068199793496) | > loss_feat: 6.92851448059082 (7.795704046885173) | > loss_mel: 20.987131118774414 (20.312187830607098) | > loss_duration: 2.0806045532226562 (2.282653013865153) | > loss_1: 35.00579071044922 (35.242071787516274)  --> STEP: 7 | > loss_disc: 2.0941784381866455 (2.183932065963745) | > loss_disc_real_0: 0.08056709170341492 (0.10196754442793983) | > loss_disc_real_1: 0.23633499443531036 (0.21456052788666316) | > loss_disc_real_2: 0.21178770065307617 (0.21438415135656083) | > loss_disc_real_3: 0.23451943695545197 (0.23934485018253326) | > loss_disc_real_4: 0.20895639061927795 (0.23535329742091043) | > loss_disc_real_5: 0.2375841736793518 (0.22675979350294387) | > loss_0: 2.0941784381866455 (2.183932065963745) | > loss_gen: 2.731520652770996 (2.654033660888672) | > loss_kl: 2.56307053565979 (2.2607873507908414) | > loss_feat: 8.04964828491211 (7.831981795174735) | > loss_mel: 20.72654151916504 (20.371381214686803) | > loss_duration: 2.5153603553771973 (2.315896919795445) | > loss_1: 36.586143493652344 (35.43408203125)  --> STEP: 8 | > loss_disc: 2.124192714691162 (2.1764646470546722) | > loss_disc_real_0: 0.09518974274396896 (0.10112031921744347) | > loss_disc_real_1: 0.22186234593391418 (0.21547325514256954) | > loss_disc_real_2: 0.18541328608989716 (0.21076279319822788) | > loss_disc_real_3: 0.18369239568710327 (0.23238829337060452) | > loss_disc_real_4: 0.14044685661792755 (0.22348999232053757) | > loss_disc_real_5: 0.11155194044113159 (0.21235881187021732) | > loss_0: 2.124192714691162 (2.1764646470546722) | > loss_gen: 2.444591760635376 (2.62785342335701) | > loss_kl: 2.48175048828125 (2.2884077429771423) | > loss_feat: 9.968263626098633 (8.099017024040222) | > loss_mel: 22.416969299316406 (20.627079725265503) | > loss_duration: 2.15643310546875 (2.295963943004608) | > loss_1: 39.4680061340332 (35.9383225440979)  --> STEP: 9 | > loss_disc: 2.3210043907165527 (2.192524618572659) | > loss_disc_real_0: 0.1561162918806076 (0.10723098284668392) | > loss_disc_real_1: 0.1555926650762558 (0.20881985624631247) | > loss_disc_real_2: 0.276110976934433 (0.21802370250225067) | > loss_disc_real_3: 0.2471649944782257 (0.23403014904922909) | > loss_disc_real_4: 0.23651468753814697 (0.22493718067804971) | > loss_disc_real_5: 0.24447672069072723 (0.21592746840582955) | > loss_0: 2.3210043907165527 (2.192524618572659) | > loss_gen: 2.5774943828582764 (2.6222579744127064) | > loss_kl: 2.7424793243408203 (2.33886014090644) | > loss_feat: 8.450607299804688 (8.138082610236275) | > loss_mel: 18.57970428466797 (20.399593565199112) | > loss_duration: 2.1387100219726562 (2.2784912851121693) | > loss_1: 34.48899459838867 (35.77728610568576)  --> STEP: 10 | > loss_disc: 2.3268187046051025 (2.2059540271759035) | > loss_disc_real_0: 0.11171259731054306 (0.10767914429306984) | > loss_disc_real_1: 0.2124747931957245 (0.20918534994125365) | > loss_disc_real_2: 0.3000672161579132 (0.22622805386781691) | > loss_disc_real_3: 0.2239542007446289 (0.23302255421876908) | > loss_disc_real_4: 0.2723393440246582 (0.22967739701271056) | > loss_disc_real_5: 0.2628903388977051 (0.22062375545501708) | > loss_0: 2.3268187046051025 (2.2059540271759035) | > loss_gen: 2.6875903606414795 (2.6287912130355835) | > loss_kl: 2.002657175064087 (2.3052398443222044) | > loss_feat: 7.160444736480713 (8.040318822860717) | > loss_mel: 17.85184669494629 (20.14481887817383) | > loss_duration: 2.340754508972168 (2.2847176074981688) | > loss_1: 32.04329299926758 (35.403886795043945)  --> STEP: 11 | > loss_disc: 2.402421712875366 (2.2238147258758545) | > loss_disc_real_0: 0.10653670877218246 (0.10757528651844371) | > loss_disc_real_1: 0.19757790863513947 (0.2081301280043342) | > loss_disc_real_2: 0.2336457222700119 (0.22690238735892557) | > loss_disc_real_3: 0.3005584478378296 (0.23916218091141095) | > loss_disc_real_4: 0.24962985515594482 (0.2314912568439137) | > loss_disc_real_5: 0.25753408670425415 (0.22397924011403864) | > loss_0: 2.402421712875366 (2.2238147258758545) | > loss_gen: 2.419341564178467 (2.609750335866755) | > loss_kl: 3.090071678161621 (2.3765881928530606) | > loss_feat: 7.081507205963135 (7.953154130415483) | > loss_mel: 17.65647315979004 (19.918605631048028) | > loss_duration: 2.4040966033935547 (2.2955702434886587) | > loss_1: 32.6514892578125 (35.15366883711381)  --> STEP: 12 | > loss_disc: 2.3240914344787598 (2.23217111825943) | > loss_disc_real_0: 0.058495357632637024 (0.1034852924446265) | > loss_disc_real_1: 0.26109397411346436 (0.2125437818467617) | > loss_disc_real_2: 0.31195273995399475 (0.233989916741848) | > loss_disc_real_3: 0.23789316415786743 (0.2390564295152823) | > loss_disc_real_4: 0.20048724114894867 (0.22890758886933327) | > loss_disc_real_5: 0.1393604427576065 (0.2169276736676693) | > loss_0: 2.3240914344787598 (2.23217111825943) | > loss_gen: 2.2952394485473633 (2.5835410952568054) | > loss_kl: 2.6438651084899902 (2.398861269156138) | > loss_feat: 6.482434272766113 (7.830594142278035) | > loss_mel: 18.710712432861328 (19.817947864532467) | > loss_duration: 2.2547712326049805 (2.2921703259150186) | > loss_1: 32.38702392578125 (34.92311509450277)  --> STEP: 13 | > loss_disc: 2.4265084266662598 (2.2471201419830322) | > loss_disc_real_0: 0.1274806410074234 (0.10533108848791856) | > loss_disc_real_1: 0.25399458408355713 (0.21573230509574598) | > loss_disc_real_2: 0.17926733195781708 (0.2297804871430764) | > loss_disc_real_3: 0.25180649757385254 (0.24003720398132616) | > loss_disc_real_4: 0.26031768321990967 (0.23132374997322375) | > loss_disc_real_5: 0.2243812531232834 (0.21750102593348578) | > loss_0: 2.4265084266662598 (2.2471201419830322) | > loss_gen: 2.2983033657073975 (2.5615997314453125) | > loss_kl: 2.2074131965637207 (2.3841344943413367) | > loss_feat: 5.792995452880859 (7.673855781555176) | > loss_mel: 17.67620086669922 (19.65319809546837) | > loss_duration: 2.123373031616211 (2.2791859186612644) | > loss_1: 30.098285675048828 (34.55197436992939)  --> STEP: 14 | > loss_disc: 2.3575220108032227 (2.255005989755903) | > loss_disc_real_0: 0.05189467966556549 (0.10151420214346477) | > loss_disc_real_1: 0.2709912657737732 (0.21967937371560506) | > loss_disc_real_2: 0.22829315066337585 (0.22967424882309778) | > loss_disc_real_3: 0.2849496901035309 (0.2432452387043408) | > loss_disc_real_4: 0.3043266534805298 (0.23653824308088847) | > loss_disc_real_5: 0.25182896852493286 (0.21995302183287485) | > loss_0: 2.3575220108032227 (2.255005989755903) | > loss_gen: 2.58652663230896 (2.5633802243641446) | > loss_kl: 2.4577903747558594 (2.38939562865666) | > loss_feat: 8.472111701965332 (7.730874061584473) | > loss_mel: 20.41513442993164 (19.707622119358604) | > loss_duration: 2.3636813163757324 (2.2852213042122975) | > loss_1: 36.29524230957031 (34.67649350847517)  --> STEP: 15 | > loss_disc: 2.4102320671081543 (2.2653543949127197) | > loss_disc_real_0: 0.08510066568851471 (0.10041996637980143) | > loss_disc_real_1: 0.21549837291240692 (0.21940064032872517) | > loss_disc_real_2: 0.3199533224105835 (0.23569285372893015) | > loss_disc_real_3: 0.2802504003047943 (0.24571224947770437) | > loss_disc_real_4: 0.2456558793783188 (0.23714608550071717) | > loss_disc_real_5: 0.19117021560668945 (0.2180341680844625) | > loss_0: 2.4102320671081543 (2.2653543949127197) | > loss_gen: 2.570094585418701 (2.5638278484344483) | > loss_kl: 2.638662815093994 (2.4060134410858156) | > loss_feat: 8.96181583404541 (7.812936846415202) | > loss_mel: 19.138080596923828 (19.66965268452962) | > loss_duration: 2.2954673767089844 (2.285904375712077) | > loss_1: 35.604122161865234 (34.73833541870117)  --> STEP: 16 | > loss_disc: 2.4935479164123535 (2.279616490006447) | > loss_disc_real_0: 0.13466398417949677 (0.10256021749228239) | > loss_disc_real_1: 0.15916314721107483 (0.21563579700887203) | > loss_disc_real_2: 0.19551008939743042 (0.23318143095821142) | > loss_disc_real_3: 0.3318253457546234 (0.2510943179950118) | > loss_disc_real_4: 0.2601616680622101 (0.23858455941081047) | > loss_disc_real_5: 0.275628000497818 (0.2216337826102972) | > loss_0: 2.4935479164123535 (2.279616490006447) | > loss_gen: 2.4487385749816895 (2.556634768843651) | > loss_kl: 1.927651286125183 (2.376115806400776) | > loss_feat: 7.109786033630371 (7.76898992061615) | > loss_mel: 17.07750701904297 (19.507643580436703) | > loss_duration: 2.3649485111236572 (2.2908446341753006) | > loss_1: 30.928630828857422 (34.50022888183594)  --> STEP: 17 | > loss_disc: 2.347717523574829 (2.2836224331575283) | > loss_disc_real_0: 0.11332859098911285 (0.10319365122739006) | > loss_disc_real_1: 0.21904271841049194 (0.2158362041501438) | > loss_disc_real_2: 0.2430468648672104 (0.23376175059991725) | > loss_disc_real_3: 0.26414573192596436 (0.2518620482262443) | > loss_disc_real_4: 0.32726985216140747 (0.24380134133731618) | > loss_disc_real_5: 0.2393810898065567 (0.22267774185713599) | > loss_0: 2.347717523574829 (2.2836224331575283) | > loss_gen: 2.6295275688171387 (2.560922580606797) | > loss_kl: 1.7194952964782715 (2.3374910705229817) | > loss_feat: 6.225921630859375 (7.678221197689281) | > loss_mel: 18.25664710998535 (19.434055552763095) | > loss_duration: 2.368955135345459 (2.295439369538251) | > loss_1: 31.20054817199707 (34.3061300165513)  --> STEP: 18 | > loss_disc: 2.134737968444824 (2.2753510740068226) | > loss_disc_real_0: 0.09124603867530823 (0.10252989497449663) | > loss_disc_real_1: 0.143467977643013 (0.21181574712196985) | > loss_disc_real_2: 0.302096962928772 (0.2375581512848536) | > loss_disc_real_3: 0.21700510382652283 (0.24992555131514868) | > loss_disc_real_4: 0.18170839548110962 (0.2403517332341936) | > loss_disc_real_5: 0.29131466150283813 (0.226490904059675) | > loss_0: 2.134737968444824 (2.2753510740068226) | > loss_gen: 2.940493583679199 (2.582009858555264) | > loss_kl: 2.4050724506378174 (2.3412455916404724) | > loss_feat: 10.708338737487793 (7.84656106101142) | > loss_mel: 19.740522384643555 (19.451081487867565) | > loss_duration: 2.249300718307495 (2.2928761111365423) | > loss_1: 38.043731689453125 (34.51377455393473)  --> STEP: 19 | > loss_disc: 2.421633005142212 (2.283050123013948) | > loss_disc_real_0: 0.10129023343324661 (0.10246464963022031) | > loss_disc_real_1: 0.10637082904577255 (0.20626601459164368) | > loss_disc_real_2: 0.23360013961791992 (0.2373498348813308) | > loss_disc_real_3: 0.20939385890960693 (0.24779230434643595) | > loss_disc_real_4: 0.19923624396324158 (0.2381877601146698) | > loss_disc_real_5: 0.18326637148857117 (0.22421592866119586) | > loss_0: 2.421633005142212 (2.283050123013948) | > loss_gen: 2.130592107772827 (2.5582510295667147) | > loss_kl: 1.815043568611145 (2.3135507483231392) | > loss_feat: 9.370973587036133 (7.926793299223247) | > loss_mel: 18.3281307220459 (19.391978815982213) | > loss_duration: 2.288369655609131 (2.2926389292666784) | > loss_1: 33.933109283447266 (34.483213223909075)  --> STEP: 20 | > loss_disc: 2.363508462905884 (2.287073040008545) | > loss_disc_real_0: 0.11814601719379425 (0.103248718008399) | > loss_disc_real_1: 0.17396755516529083 (0.20465109162032605) | > loss_disc_real_2: 0.2364259660243988 (0.2373036414384842) | > loss_disc_real_3: 0.28186753392219543 (0.24949606582522393) | > loss_disc_real_4: 0.23321689665317535 (0.2379392169415951) | > loss_disc_real_5: 0.2330048531293869 (0.2246553748846054) | > loss_0: 2.363508462905884 (2.287073040008545) | > loss_gen: 2.2891664505004883 (2.5447968006134034) | > loss_kl: 2.3101449012756348 (2.3133804559707642) | > loss_feat: 5.443576812744141 (7.802632474899292) | > loss_mel: 17.451845169067383 (19.29497213363647) | > loss_duration: 2.3083791732788086 (2.2934259414672846) | > loss_1: 29.803112030029297 (34.24920816421509)  --> STEP: 21 | > loss_disc: 2.272624969482422 (2.286385036650158) | > loss_disc_real_0: 0.10105055570602417 (0.10314404361304783) | > loss_disc_real_1: 0.15833720564842224 (0.20244566847880682) | > loss_disc_real_2: 0.2950916886329651 (0.24005545320964994) | > loss_disc_real_3: 0.24110166728496552 (0.2490963325614021) | > loss_disc_real_4: 0.25612831115722656 (0.23880536428519658) | > loss_disc_real_5: 0.23758576810359955 (0.2252711078950337) | > loss_0: 2.272624969482422 (2.286385036650158) | > loss_gen: 2.584973096847534 (2.546709957576933) | > loss_kl: 2.7567784786224365 (2.334494647525606) | > loss_feat: 6.490132808685303 (7.740132490793864) | > loss_mel: 18.530513763427734 (19.25856935410272) | > loss_duration: 2.122734308242798 (2.2852977684565947) | > loss_1: 32.485130310058594 (34.1652044568743)  --> STEP: 22 | > loss_disc: 2.5145821571350098 (2.296757633035833) | > loss_disc_real_0: 0.09539860486984253 (0.10279197821562941) | > loss_disc_real_1: 0.23778454959392548 (0.20405198125676674) | > loss_disc_real_2: 0.17527520656585693 (0.23711089654402298) | > loss_disc_real_3: 0.3276265561580658 (0.25266588817943225) | > loss_disc_real_4: 0.2935291528701782 (0.24129280922087756) | > loss_disc_real_5: 0.24139635264873505 (0.2260040735656565) | > loss_0: 2.5145821571350098 (2.296757633035833) | > loss_gen: 2.356992244720459 (2.5380864251743662) | > loss_kl: 2.073356866836548 (2.322624748403376) | > loss_feat: 5.688824653625488 (7.646891225468028) | > loss_mel: 19.27581214904785 (19.259353117509317) | > loss_duration: 2.1739766597747803 (2.280237718061967) | > loss_1: 31.5689640045166 (34.04719352722167)  --> STEP: 23 | > loss_disc: 2.5827128887176514 (2.3091904702393906) | > loss_disc_real_0: 0.1559939682483673 (0.1051051082170528) | > loss_disc_real_1: 0.286649227142334 (0.20764316586048706) | > loss_disc_real_2: 0.2519702613353729 (0.23775695588277734) | > loss_disc_real_3: 0.25369760394096375 (0.2527107453864554) | > loss_disc_real_4: 0.27004274725914 (0.24254280652688898) | > loss_disc_real_5: 0.26330438256263733 (0.22762582613074261) | > loss_0: 2.5827128887176514 (2.3091904702393906) | > loss_gen: 2.2789695262908936 (2.526820473048998) | > loss_kl: 2.74692702293396 (2.3410726733829663) | > loss_feat: 5.108814716339111 (7.536540072897206) | > loss_mel: 17.379444122314453 (19.177617943805192) | > loss_duration: 2.2965502738952637 (2.280946959619936) | > loss_1: 29.810705184936523 (33.86299838190493)  --> STEP: 24 | > loss_disc: 2.30497145652771 (2.309014678001404) | > loss_disc_real_0: 0.09229040145874023 (0.1045711621021231) | > loss_disc_real_1: 0.26816418766975403 (0.21016487510253987) | > loss_disc_real_2: 0.1989801526069641 (0.2361412557462851) | > loss_disc_real_3: 0.3256804943084717 (0.2557511515915394) | > loss_disc_real_4: 0.28687015175819397 (0.24438977924486002) | > loss_disc_real_5: 0.27222269773483276 (0.22948402911424637) | > loss_0: 2.30497145652771 (2.309014678001404) | > loss_gen: 2.870610237121582 (2.5411450465520224) | > loss_kl: 2.20625638961792 (2.3354553282260895) | > loss_feat: 7.421146869659424 (7.531732022762299) | > loss_mel: 18.45575714111328 (19.147540410359696) | > loss_duration: 2.4027116298675537 (2.2860204875469203) | > loss_1: 33.35647964477539 (33.84189343452453)  --> STEP: 25 | > loss_disc: 2.67037296295166 (2.323469009399414) | > loss_disc_real_0: 0.21685031056404114 (0.10906232804059983) | > loss_disc_real_1: 0.19466659426689148 (0.20954494386911393) | > loss_disc_real_2: 0.24886737763881683 (0.2366503006219864) | > loss_disc_real_3: 0.25286340713500977 (0.2556356418132782) | > loss_disc_real_4: 0.23468290269374847 (0.24400150418281555) | > loss_disc_real_5: 0.24685893952846527 (0.23017902553081512) | > loss_0: 2.67037296295166 (2.323469009399414) | > loss_gen: 2.006556510925293 (2.519761505126953) | > loss_kl: 2.248260498046875 (2.331967535018921) | > loss_feat: 4.266501426696777 (7.401122798919678) | > loss_mel: 14.566991806030273 (18.96431846618652) | > loss_duration: 2.302241802215576 (2.2866693401336664) | > loss_1: 25.390552520751953 (33.503839797973626)  --> STEP: 26 | > loss_disc: 2.5658016204833984 (2.332789494441106) | > loss_disc_real_0: 0.14225336909294128 (0.11033890654261296) | > loss_disc_real_1: 0.1608649343252182 (0.20767263580973333) | > loss_disc_real_2: 0.278438925743103 (0.23825755543433702) | > loss_disc_real_3: 0.26574739813804626 (0.25602455551807696) | > loss_disc_real_4: 0.20148438215255737 (0.24236623025857484) | > loss_disc_real_5: 0.21842969954013824 (0.22972712837732756) | > loss_0: 2.5658016204833984 (2.332789494441106) | > loss_gen: 2.285475254058838 (2.510750495470487) | > loss_kl: 2.3467729091644287 (2.332536972486056) | > loss_feat: 13.139397621154785 (7.621825676697951) | > loss_mel: 16.404909133911133 (18.86587964571439) | > loss_duration: 2.2965524196624756 (2.287049458577082) | > loss_1: 36.473106384277344 (33.618042358985306) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024417547079233024 (-9.068158956674396e-05) | > avg_loss_disc: 2.332789494441106 (-0.10570876414959196) | > avg_loss_disc_real_0: 0.11033890654261296 (-0.022907343621437357) | > avg_loss_disc_real_1: 0.20767263580973333 (-0.04303759909593141) | > avg_loss_disc_real_2: 0.23825755543433702 (-0.022396092231457054) | > avg_loss_disc_real_3: 0.25602455551807696 (-0.015659099588027414) | > avg_loss_disc_real_4: 0.24236623025857484 (-0.031800187551058234) | > avg_loss_disc_real_5: 0.22972712837732756 (-0.035472607669921996) | > avg_loss_0: 2.332789494441106 (-0.10570876414959196) | > avg_loss_gen: 2.510750495470487 (-0.1323236318734975) | > avg_loss_kl: 2.332536972486056 (-0.014718835170452582) | > avg_loss_feat: 7.621825676697951 (+0.7003090014824505) | > avg_loss_mel: 18.86587964571439 (-0.12297083781315976) | > avg_loss_duration: 2.287049458577082 (-0.006979071176969942) | > avg_loss_1: 33.618042358985306 (+0.4233171022855231)  > EPOCH: 251/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 01:58:35)   --> TIME: 2024-06-11 01:58:43 -- STEP: 19/330 -- GLOBAL_STEP: 170850 | > loss_disc: 2.332397222518921 (2.2908152906518233) | > loss_disc_real_0: 0.10436738282442093 (0.10835192038824684) | > loss_disc_real_1: 0.19034236669540405 (0.1987537278940803) | > loss_disc_real_2: 0.22590665519237518 (0.21206232121116236) | > loss_disc_real_3: 0.20815503597259521 (0.22779674122208043) | > loss_disc_real_4: 0.20388059318065643 (0.2230892793128365) | > loss_disc_real_5: 0.2073848992586136 (0.21539538863458133) | > loss_0: 2.332397222518921 (2.2908152906518233) | > grad_norm_0: tensor(8.0712, device='cuda:0') (tensor(7.2430, device='cuda:0')) | > loss_gen: 2.327007532119751 (2.5153185317390845) | > loss_kl: 1.7191823720932007 (1.7461938105131452) | > loss_feat: 7.374217510223389 (7.030421733856201) | > loss_mel: 18.673019409179688 (18.94277713173314) | > loss_duration: 2.0635948181152344 (2.1465321214575517) | > loss_1: 32.157020568847656 (32.381243254009036) | > grad_norm_1: tensor(125.5882, device='cuda:0') (tensor(78.6927, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3396 (0.35270329525596217) | > loader_time: 0.0031 (0.0032027520631489003)  --> TIME: 2024-06-11 01:58:52 -- STEP: 44/330 -- GLOBAL_STEP: 170875 | > loss_disc: 2.319735527038574 (2.287369115786119) | > loss_disc_real_0: 0.12510927021503448 (0.10989101891490546) | > loss_disc_real_1: 0.19621191918849945 (0.1980588398873806) | > loss_disc_real_2: 0.1865411400794983 (0.20998448810794137) | > loss_disc_real_3: 0.22937877476215363 (0.22480770776217635) | > loss_disc_real_4: 0.2271384298801422 (0.22162639383565297) | > loss_disc_real_5: 0.1982499212026596 (0.2124789221720262) | > loss_0: 2.319735527038574 (2.287369115786119) | > grad_norm_0: tensor(6.2972, device='cuda:0') (tensor(7.9406, device='cuda:0')) | > loss_gen: 2.6067535877227783 (2.541324604641307) | > loss_kl: 1.7266075611114502 (1.7586946433240718) | > loss_feat: 7.609402179718018 (7.2837619889866225) | > loss_mel: 18.81525230407715 (18.868887944654986) | > loss_duration: 1.963358998298645 (2.083938143470071) | > loss_1: 32.72137451171875 (32.5366072654724) | > grad_norm_1: tensor(205.2298, device='cuda:0') (tensor(104.3517, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3414 (0.3500002134930003) | > loader_time: 0.0032 (0.0032610080458901143)  --> TIME: 2024-06-11 01:59:01 -- STEP: 69/330 -- GLOBAL_STEP: 170900 | > loss_disc: 2.2879104614257812 (2.3022085652835127) | > loss_disc_real_0: 0.10697489976882935 (0.11082741834115291) | > loss_disc_real_1: 0.1832798719406128 (0.20051348187785217) | > loss_disc_real_2: 0.2172301858663559 (0.21242150685925415) | > loss_disc_real_3: 0.23939648270606995 (0.2260426244010096) | > loss_disc_real_4: 0.2323043942451477 (0.22286263216232907) | > loss_disc_real_5: 0.21049131453037262 (0.214285414935886) | > loss_0: 2.2879104614257812 (2.3022085652835127) | > grad_norm_0: tensor(33.1749, device='cuda:0') (tensor(14.0468, device='cuda:0')) | > loss_gen: 2.506758689880371 (2.5486457105995948) | > loss_kl: 1.7637006044387817 (1.7664080460866292) | > loss_feat: 7.5763349533081055 (7.310340466706649) | > loss_mel: 18.47245216369629 (18.9229350435561) | > loss_duration: 1.9862505197525024 (2.062925705011341) | > loss_1: 32.30550003051758 (32.61125481646992) | > grad_norm_1: tensor(316.9663, device='cuda:0') (tensor(170.1166, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3522 (0.3498394765715667) | > loader_time: 0.0036 (0.003401296726171521)  --> TIME: 2024-06-11 01:59:10 -- STEP: 94/330 -- GLOBAL_STEP: 170925 | > loss_disc: 2.47739577293396 (2.2975132211725757) | > loss_disc_real_0: 0.15869975090026855 (0.10987819477598718) | > loss_disc_real_1: 0.21402128040790558 (0.20001357777955683) | > loss_disc_real_2: 0.19190829992294312 (0.21206739085151793) | > loss_disc_real_3: 0.24821287393569946 (0.22529220834691474) | > loss_disc_real_4: 0.23258031904697418 (0.22163704386416902) | > loss_disc_real_5: 0.223703071475029 (0.2135913738227905) | > loss_0: 2.47739577293396 (2.2975132211725757) | > grad_norm_0: tensor(32.3884, device='cuda:0') (tensor(16.4716, device='cuda:0')) | > loss_gen: 2.598684310913086 (2.5665009554396283) | > loss_kl: 1.8213611841201782 (1.7774405251158045) | > loss_feat: 7.474277973175049 (7.332435197018563) | > loss_mel: 19.603099822998047 (18.888919850613206) | > loss_duration: 2.047213077545166 (2.054960831682735) | > loss_1: 33.54463577270508 (32.62025721529695) | > grad_norm_1: tensor(241.2850, device='cuda:0') (tensor(201.4216, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3725 (0.3508185198966493) | > loader_time: 0.0037 (0.0034913940632596927)  --> TIME: 2024-06-11 01:59:19 -- STEP: 119/330 -- GLOBAL_STEP: 170950 | > loss_disc: 2.249392509460449 (2.295260219012989) | > loss_disc_real_0: 0.10496768355369568 (0.10994345801217216) | > loss_disc_real_1: 0.1962176412343979 (0.19928155225865982) | > loss_disc_real_2: 0.2010045200586319 (0.2119374004732661) | > loss_disc_real_3: 0.21436983346939087 (0.22541199874978105) | > loss_disc_real_4: 0.19483338296413422 (0.22148363880750513) | > loss_disc_real_5: 0.17925940454006195 (0.2128735559076822) | > loss_0: 2.249392509460449 (2.295260219012989) | > grad_norm_0: tensor(26.1616, device='cuda:0') (tensor(18.1450, device='cuda:0')) | > loss_gen: 2.6452114582061768 (2.571698609520408) | > loss_kl: 1.5963200330734253 (1.7846692750433915) | > loss_feat: 7.538378715515137 (7.352294348869004) | > loss_mel: 18.380094528198242 (18.89290021046871) | > loss_duration: 2.044156551361084 (2.0536107666352237) | > loss_1: 32.20416259765625 (32.655173213542014) | > grad_norm_1: tensor(261.3412, device='cuda:0') (tensor(219.5302, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3761 (0.3549181353144285) | > loader_time: 0.0039 (0.0036099858644629726)  --> TIME: 2024-06-11 01:59:29 -- STEP: 144/330 -- GLOBAL_STEP: 170975 | > loss_disc: 2.378042697906494 (2.2992902100086203) | > loss_disc_real_0: 0.1325848549604416 (0.11139960447326303) | > loss_disc_real_1: 0.17125758528709412 (0.19994374240438145) | > loss_disc_real_2: 0.18743585050106049 (0.21208033265752924) | > loss_disc_real_3: 0.22487176954746246 (0.22633965354826716) | > loss_disc_real_4: 0.22911106050014496 (0.22178337226311365) | > loss_disc_real_5: 0.23328079283237457 (0.21376799616134828) | > loss_0: 2.378042697906494 (2.2992902100086203) | > grad_norm_0: tensor(27.0212, device='cuda:0') (tensor(19.0087, device='cuda:0')) | > loss_gen: 2.4687910079956055 (2.5708655797772937) | > loss_kl: 1.8140696287155151 (1.781046797004011) | > loss_feat: 7.779340744018555 (7.339092724853092) | > loss_mel: 19.463172912597656 (18.883445766237045) | > loss_duration: 2.0359320640563965 (2.0556223119298633) | > loss_1: 33.56130599975586 (32.630073189735405) | > grad_norm_1: tensor(363.4190, device='cuda:0') (tensor(233.0061, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3738 (0.36059812870290553) | > loader_time: 0.0037 (0.0037150647905137804)  --> TIME: 2024-06-11 01:59:39 -- STEP: 169/330 -- GLOBAL_STEP: 171000 | > loss_disc: 2.1820626258850098 (2.295298638428456) | > loss_disc_real_0: 0.07385911047458649 (0.11233752516247111) | > loss_disc_real_1: 0.18545813858509064 (0.19949470839556863) | > loss_disc_real_2: 0.2036009430885315 (0.21194810071993156) | > loss_disc_real_3: 0.19946569204330444 (0.22588704385348327) | > loss_disc_real_4: 0.19252406060695648 (0.2207878615552857) | > loss_disc_real_5: 0.20378805696964264 (0.21280417683914568) | > loss_0: 2.1820626258850098 (2.295298638428456) | > grad_norm_0: tensor(21.1746, device='cuda:0') (tensor(21.4046, device='cuda:0')) | > loss_gen: 2.6910057067871094 (2.579911257388324) | > loss_kl: 1.5516502857208252 (1.7756898219768817) | > loss_feat: 8.251066207885742 (7.3930971185131185) | > loss_mel: 19.731792449951172 (18.90447235107421) | > loss_duration: 2.0980422496795654 (2.058728486828551) | > loss_1: 34.32355499267578 (32.71189901814658) | > grad_norm_1: tensor(428.7890, device='cuda:0') (tensor(245.0412, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3713 (0.36362925365831733) | > loader_time: 0.0044 (0.0038317505424544655) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_171000.pth  --> TIME: 2024-06-11 01:59:53 -- STEP: 194/330 -- GLOBAL_STEP: 171025 | > loss_disc: 2.263272762298584 (2.3027499840431584) | > loss_disc_real_0: 0.06709948182106018 (0.11396740363507542) | > loss_disc_real_1: 0.20833636820316315 (0.20015644404998764) | > loss_disc_real_2: 0.2156253606081009 (0.21368908620986743) | > loss_disc_real_3: 0.23627988994121552 (0.22594157652449362) | > loss_disc_real_4: 0.2033984661102295 (0.22086022901780827) | > loss_disc_real_5: 0.18714207410812378 (0.21300970947312325) | > loss_0: 2.263272762298584 (2.3027499840431584) | > grad_norm_0: tensor(21.3186, device='cuda:0') (tensor(23.9619, device='cuda:0')) | > loss_gen: 2.472473621368408 (2.5812686435955072) | > loss_kl: 1.7822966575622559 (1.7787516166254418) | > loss_feat: 7.420275688171387 (7.402461425545289) | > loss_mel: 19.340484619140625 (18.908112230989094) | > loss_duration: 2.0817599296569824 (2.064412915215051) | > loss_1: 33.0972900390625 (32.73500675516033) | > grad_norm_1: tensor(252.3784, device='cuda:0') (tensor(266.1162, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.3954 (0.3677968266084023) | > loader_time: 0.0051 (0.003965412218546129)  --> TIME: 2024-06-11 02:00:03 -- STEP: 219/330 -- GLOBAL_STEP: 171050 | > loss_disc: 2.219130277633667 (2.296476218254053) | > loss_disc_real_0: 0.10915079712867737 (0.11298281078537305) | > loss_disc_real_1: 0.17881587147712708 (0.19942878084639984) | > loss_disc_real_2: 0.21923500299453735 (0.2131448197582541) | > loss_disc_real_3: 0.2040899395942688 (0.2253156007697049) | > loss_disc_real_4: 0.22966596484184265 (0.2214596489929173) | > loss_disc_real_5: 0.20782043039798737 (0.21297959922111198) | > loss_0: 2.219130277633667 (2.296476218254053) | > grad_norm_0: tensor(7.7491, device='cuda:0') (tensor(25.4717, device='cuda:0')) | > loss_gen: 2.789188861846924 (2.595049250615785) | > loss_kl: 1.8023715019226074 (1.775715106698476) | > loss_feat: 8.063167572021484 (7.440079281863556) | > loss_mel: 18.777257919311523 (18.8562782670809) | > loss_duration: 2.123213052749634 (2.0705006552613514) | > loss_1: 33.555198669433594 (32.73762253539206) | > grad_norm_1: tensor(494.6988, device='cuda:0') (tensor(282.0384, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.4004 (0.3712631600088181) | > loader_time: 0.005 (0.004093670953898666)  --> TIME: 2024-06-11 02:00:13 -- STEP: 244/330 -- GLOBAL_STEP: 171075 | > loss_disc: 2.296846866607666 (2.298954818092407) | > loss_disc_real_0: 0.12672816216945648 (0.11420263250770628) | > loss_disc_real_1: 0.20627561211585999 (0.19952012012239365) | > loss_disc_real_2: 0.22612003982067108 (0.21306324395977083) | > loss_disc_real_3: 0.22160503268241882 (0.2252069253657685) | > loss_disc_real_4: 0.2332579344511032 (0.2206964771278569) | > loss_disc_real_5: 0.21327798068523407 (0.21302691297452958) | > loss_0: 2.296846866607666 (2.298954818092407) | > grad_norm_0: tensor(11.4428, device='cuda:0') (tensor(26.8533, device='cuda:0')) | > loss_gen: 2.737083911895752 (2.5896224594507053) | > loss_kl: 1.6178587675094604 (1.7730242854259053) | > loss_feat: 6.649672508239746 (7.425736059908007) | > loss_mel: 17.307083129882812 (18.813947896488354) | > loss_duration: 2.069416046142578 (2.0782497530100805) | > loss_1: 30.381114959716797 (32.680580475291336) | > grad_norm_1: tensor(229.3262, device='cuda:0') (tensor(286.5196, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.4308 (0.3754453287749995) | > loader_time: 0.0053 (0.004238274253782675)  --> TIME: 2024-06-11 02:00:25 -- STEP: 269/330 -- GLOBAL_STEP: 171100 | > loss_disc: 2.275008201599121 (2.299146831257191) | > loss_disc_real_0: 0.0826549306511879 (0.1152161881743089) | > loss_disc_real_1: 0.23017306625843048 (0.19972993433475494) | > loss_disc_real_2: 0.22685568034648895 (0.21345072879445598) | > loss_disc_real_3: 0.21526311337947845 (0.2250424689409015) | > loss_disc_real_4: 0.25053155422210693 (0.2210629760221921) | > loss_disc_real_5: 0.2376401722431183 (0.21286215802107603) | > loss_0: 2.275008201599121 (2.299146831257191) | > grad_norm_0: tensor(11.3560, device='cuda:0') (tensor(25.5217, device='cuda:0')) | > loss_gen: 2.568312644958496 (2.5882926944463214) | > loss_kl: 1.6778218746185303 (1.775075548200359) | > loss_feat: 6.986069202423096 (7.448942021366388) | > loss_mel: 17.185338973999023 (18.778157117198372) | > loss_duration: 2.166598320007324 (2.084776679379349) | > loss_1: 30.58414077758789 (32.67524407964661) | > grad_norm_1: tensor(132.7763, device='cuda:0') (tensor(274.1507, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.4373 (0.38094352523633546) | > loader_time: 0.0062 (0.004407674406540877)  --> TIME: 2024-06-11 02:00:36 -- STEP: 294/330 -- GLOBAL_STEP: 171125 | > loss_disc: 2.3604466915130615 (2.301761567998093) | > loss_disc_real_0: 0.11705751717090607 (0.11591126560708698) | > loss_disc_real_1: 0.19086304306983948 (0.20003320028384527) | > loss_disc_real_2: 0.20719657838344574 (0.21375589047362206) | > loss_disc_real_3: 0.2273031622171402 (0.2250387211437939) | > loss_disc_real_4: 0.24036230146884918 (0.22102894203192522) | > loss_disc_real_5: 0.21939072012901306 (0.21313115447556888) | > loss_0: 2.3604466915130615 (2.301761567998093) | > grad_norm_0: tensor(19.9949, device='cuda:0') (tensor(25.0117, device='cuda:0')) | > loss_gen: 2.5221564769744873 (2.5814254000073373) | > loss_kl: 1.848798155784607 (1.7753563207022998) | > loss_feat: 7.778807163238525 (7.45493635677156) | > loss_mel: 18.014724731445312 (18.735031082516606) | > loss_duration: 2.2219533920288086 (2.093602081950832) | > loss_1: 32.38644027709961 (32.640351256545756) | > grad_norm_1: tensor(421.8600, device='cuda:0') (tensor(272.1082, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.4646 (0.3868356926911544) | > loader_time: 0.007 (0.004609845933460049)  --> TIME: 2024-06-11 02:00:49 -- STEP: 319/330 -- GLOBAL_STEP: 171150 | > loss_disc: 2.316547393798828 (2.3058698110072213) | > loss_disc_real_0: 0.09981417655944824 (0.11668155126296988) | > loss_disc_real_1: 0.21768173575401306 (0.20086972074448883) | > loss_disc_real_2: 0.2298928201198578 (0.21405066923474816) | > loss_disc_real_3: 0.2685455083847046 (0.22502452527467734) | > loss_disc_real_4: 0.24285657703876495 (0.2214318523679781) | > loss_disc_real_5: 0.26060613989830017 (0.21324634239030857) | > loss_0: 2.316547393798828 (2.3058698110072213) | > grad_norm_0: tensor(35.3606, device='cuda:0') (tensor(25.8244, device='cuda:0')) | > loss_gen: 2.795393705368042 (2.5786268434554414) | > loss_kl: 1.7682321071624756 (1.7760324698630545) | > loss_feat: 9.535476684570312 (7.485104444258639) | > loss_mel: 18.801748275756836 (18.693892900472882) | > loss_duration: 2.287567377090454 (2.1066310013349554) | > loss_1: 35.188419342041016 (32.64028763247887) | > grad_norm_1: tensor(516.3841, device='cuda:0') (tensor(283.4857, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.5383 (0.3965378196261894) | > loader_time: 0.0081 (0.004860055110297604)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6251492500305176 (2.6251492500305176) | > loss_disc_real_0: 0.18118730187416077 (0.18118730187416077) | > loss_disc_real_1: 0.22568580508232117 (0.22568580508232117) | > loss_disc_real_2: 0.31121164560317993 (0.31121164560317993) | > loss_disc_real_3: 0.3265705108642578 (0.3265705108642578) | > loss_disc_real_4: 0.4050607979297638 (0.4050607979297638) | > loss_disc_real_5: 0.3458377718925476 (0.3458377718925476) | > loss_0: 2.6251492500305176 (2.6251492500305176) | > loss_gen: 3.088705062866211 (3.088705062866211) | > loss_kl: 2.2084953784942627 (2.2084953784942627) | > loss_feat: 6.058302879333496 (6.058302879333496) | > loss_mel: 17.35664939880371 (17.35664939880371) | > loss_duration: 2.9468162059783936 (2.9468162059783936) | > loss_1: 31.658967971801758 (31.658967971801758)  --> STEP: 1 | > loss_disc: 2.1042020320892334 (2.1042020320892334) | > loss_disc_real_0: 0.08289537578821182 (0.08289537578821182) | > loss_disc_real_1: 0.14762946963310242 (0.14762946963310242) | > loss_disc_real_2: 0.18265709280967712 (0.18265709280967712) | > loss_disc_real_3: 0.26436102390289307 (0.26436102390289307) | > loss_disc_real_4: 0.2709523141384125 (0.2709523141384125) | > loss_disc_real_5: 0.2480996549129486 (0.2480996549129486) | > loss_0: 2.1042020320892334 (2.1042020320892334) | > loss_gen: 3.0180370807647705 (3.0180370807647705) | > loss_kl: 3.271070718765259 (3.271070718765259) | > loss_feat: 7.519491672515869 (7.519491672515869) | > loss_mel: 19.272186279296875 (19.272186279296875) | > loss_duration: 2.3729214668273926 (2.3729214668273926) | > loss_1: 35.453704833984375 (35.453704833984375)  --> STEP: 2 | > loss_disc: 2.2979915142059326 (2.201096773147583) | > loss_disc_real_0: 0.13870956003665924 (0.11080246791243553) | > loss_disc_real_1: 0.1998944878578186 (0.1737619787454605) | > loss_disc_real_2: 0.27332833409309387 (0.2279927134513855) | > loss_disc_real_3: 0.31671664118766785 (0.29053883254528046) | > loss_disc_real_4: 0.31426653265953064 (0.29260942339897156) | > loss_disc_real_5: 0.22681190073490143 (0.23745577782392502) | > loss_0: 2.2979915142059326 (2.201096773147583) | > loss_gen: 3.176703453063965 (3.0973702669143677) | > loss_kl: 2.6978843212127686 (2.9844775199890137) | > loss_feat: 6.184375762939453 (6.851933717727661) | > loss_mel: 19.51424217224121 (19.393214225769043) | > loss_duration: 2.4872281551361084 (2.4300748109817505) | > loss_1: 34.0604362487793 (34.757070541381836)  --> STEP: 3 | > loss_disc: 2.3520421981811523 (2.2514119148254395) | > loss_disc_real_0: 0.13668842613697052 (0.11943112065394719) | > loss_disc_real_1: 0.19263847172260284 (0.18005414307117462) | > loss_disc_real_2: 0.2264849990606308 (0.2274901419878006) | > loss_disc_real_3: 0.3168700635433197 (0.2993159095446269) | > loss_disc_real_4: 0.34931299090385437 (0.3115106125672658) | > loss_disc_real_5: 0.29437026381492615 (0.25642727315425873) | > loss_0: 2.3520421981811523 (2.2514119148254395) | > loss_gen: 2.8549327850341797 (3.016557772954305) | > loss_kl: 2.3298635482788086 (2.766272862752279) | > loss_feat: 6.362116813659668 (6.688661416371663) | > loss_mel: 20.231029510498047 (19.67248598734538) | > loss_duration: 2.282745838165283 (2.3809651533762612) | > loss_1: 34.06068801879883 (34.524943033854164)  --> STEP: 4 | > loss_disc: 2.193546772003174 (2.236945629119873) | > loss_disc_real_0: 0.13735772669315338 (0.12391277216374874) | > loss_disc_real_1: 0.18618351221084595 (0.18158648535609245) | > loss_disc_real_2: 0.20325855910778046 (0.22143224626779556) | > loss_disc_real_3: 0.20117069780826569 (0.2747796066105366) | > loss_disc_real_4: 0.2750142216682434 (0.3023865148425102) | > loss_disc_real_5: 0.16513179242610931 (0.23360340297222137) | > loss_0: 2.193546772003174 (2.236945629119873) | > loss_gen: 2.7321043014526367 (2.945444405078888) | > loss_kl: 2.8073551654815674 (2.776543438434601) | > loss_feat: 8.66299057006836 (7.182243704795837) | > loss_mel: 19.256248474121094 (19.568426609039307) | > loss_duration: 2.2686727046966553 (2.35289204120636) | > loss_1: 35.72737121582031 (34.8255500793457)  --> STEP: 5 | > loss_disc: 2.0877602100372314 (2.2071085453033445) | > loss_disc_real_0: 0.15560080111026764 (0.13025037795305253) | > loss_disc_real_1: 0.29959920048713684 (0.20518902838230133) | > loss_disc_real_2: 0.24766187369823456 (0.22667817175388336) | > loss_disc_real_3: 0.23123972117900848 (0.26607162952423097) | > loss_disc_real_4: 0.24811609089374542 (0.29153243005275725) | > loss_disc_real_5: 0.20709414780139923 (0.22830155193805696) | > loss_0: 2.0877602100372314 (2.2071085453033445) | > loss_gen: 3.7010459899902344 (3.0965647220611574) | > loss_kl: 2.2640581130981445 (2.6740463733673097) | > loss_feat: 7.6370673179626465 (7.273208427429199) | > loss_mel: 19.638547897338867 (19.58245086669922) | > loss_duration: 2.4038100242614746 (2.3630756378173827) | > loss_1: 35.644527435302734 (34.98934555053711)  --> STEP: 6 | > loss_disc: 2.6634440422058105 (2.283164461453756) | > loss_disc_real_0: 0.2934269905090332 (0.15744648004571596) | > loss_disc_real_1: 0.3289901912212372 (0.22582255552212396) | > loss_disc_real_2: 0.3153391182422638 (0.24145499616861343) | > loss_disc_real_3: 0.3646535873413086 (0.2825019558270772) | > loss_disc_real_4: 0.35381609201431274 (0.3019130403796832) | > loss_disc_real_5: 0.2568609118461609 (0.23306144525607428) | > loss_0: 2.6634440422058105 (2.283164461453756) | > loss_gen: 3.0925545692443848 (3.095896363258362) | > loss_kl: 2.1877052783966064 (2.592989524205526) | > loss_feat: 5.111540794372559 (6.912930488586426) | > loss_mel: 17.962724685668945 (19.312496503194172) | > loss_duration: 2.137488842010498 (2.3254778385162354) | > loss_1: 30.492013931274414 (34.239790280659996)  --> STEP: 7 | > loss_disc: 2.4701032638549805 (2.3098700046539307) | > loss_disc_real_0: 0.24535176157951355 (0.17000437740768706) | > loss_disc_real_1: 0.24670597910881042 (0.22880590174879348) | > loss_disc_real_2: 0.24357949197292328 (0.24175849556922913) | > loss_disc_real_3: 0.29849666357040405 (0.28478691407612394) | > loss_disc_real_4: 0.35279664397239685 (0.3091821266072137) | > loss_disc_real_5: 0.2830829620361328 (0.24020737622465407) | > loss_0: 2.4701032638549805 (2.3098700046539307) | > loss_gen: 3.2352724075317383 (3.115807226725987) | > loss_kl: 2.9075684547424316 (2.6379293714250838) | > loss_feat: 6.361512184143066 (6.834156445094517) | > loss_mel: 19.326828002929688 (19.314543860299246) | > loss_duration: 2.428030014038086 (2.340128149305071) | > loss_1: 34.25920867919922 (34.24256433759417)  --> STEP: 8 | > loss_disc: 2.228001117706299 (2.2996363937854767) | > loss_disc_real_0: 0.14047405123710632 (0.16631308663636446) | > loss_disc_real_1: 0.24044707417488098 (0.2302610483020544) | > loss_disc_real_2: 0.2457771748304367 (0.24226083047688007) | > loss_disc_real_3: 0.2571614980697632 (0.2813337370753288) | > loss_disc_real_4: 0.19919472932815552 (0.29543370194733143) | > loss_disc_real_5: 0.20705606043338776 (0.23606346175074577) | > loss_0: 2.228001117706299 (2.2996363937854767) | > loss_gen: 2.711759090423584 (3.0653012096881866) | > loss_kl: 2.4694526195526123 (2.616869777441025) | > loss_feat: 9.846589088439941 (7.210710525512695) | > loss_mel: 18.274511337280273 (19.184539794921875) | > loss_duration: 2.1893296241760254 (2.3212783336639404) | > loss_1: 35.491641998291016 (34.398699045181274)  --> STEP: 9 | > loss_disc: 2.2660624980926514 (2.2959059609307184) | > loss_disc_real_0: 0.15347722172737122 (0.1648868794242541) | > loss_disc_real_1: 0.23976828157901764 (0.23131740755505031) | > loss_disc_real_2: 0.2520946264266968 (0.24335347447130415) | > loss_disc_real_3: 0.2585632801055908 (0.2788036863009135) | > loss_disc_real_4: 0.33386915922164917 (0.29970430831114453) | > loss_disc_real_5: 0.23962882161140442 (0.2364596128463745) | > loss_0: 2.2660624980926514 (2.2959059609307184) | > loss_gen: 2.9292938709259033 (3.0501892831590443) | > loss_kl: 2.0945961475372314 (2.558839374118381) | > loss_feat: 6.846349239349365 (7.170225938161214) | > loss_mel: 20.406949996948242 (19.320363150702583) | > loss_duration: 2.0993287563323975 (2.296617269515991) | > loss_1: 34.37651824951172 (34.3962345123291)  --> STEP: 10 | > loss_disc: 2.4477243423461914 (2.311087799072266) | > loss_disc_real_0: 0.2093513458967209 (0.16933332607150078) | > loss_disc_real_1: 0.26392707228660583 (0.23457837402820586) | > loss_disc_real_2: 0.28337493538856506 (0.24735562056303023) | > loss_disc_real_3: 0.3318844139575958 (0.2841117590665817) | > loss_disc_real_4: 0.3049880266189575 (0.30023268014192583) | > loss_disc_real_5: 0.3205641508102417 (0.24487006664276123) | > loss_0: 2.4477243423461914 (2.311087799072266) | > loss_gen: 3.0777316093444824 (3.0529435157775877) | > loss_kl: 2.5491514205932617 (2.5578705787658693) | > loss_feat: 7.143044948577881 (7.167507839202881) | > loss_mel: 19.35955810546875 (19.3242826461792) | > loss_duration: 2.2678613662719727 (2.2937416791915894) | > loss_1: 34.39734649658203 (34.396345710754396)  --> STEP: 11 | > loss_disc: 2.7713356018066406 (2.3529285084117544) | > loss_disc_real_0: 0.30559229850769043 (0.18172050538388165) | > loss_disc_real_1: 0.22027039527893066 (0.23327764868736267) | > loss_disc_real_2: 0.2658955752849579 (0.2490410709922964) | > loss_disc_real_3: 0.3146691620349884 (0.28688970479098236) | > loss_disc_real_4: 0.4246625304222107 (0.3115444847128608) | > loss_disc_real_5: 0.3791460692882538 (0.2570769759741696) | > loss_0: 2.7713356018066406 (2.3529285084117544) | > loss_gen: 3.027846097946167 (3.0506619323383677) | > loss_kl: 2.5904691219329834 (2.5608340826901523) | > loss_feat: 6.312834739685059 (7.089810284701261) | > loss_mel: 19.148887634277344 (19.30833764509721) | > loss_duration: 2.379080295562744 (2.3014997352253306) | > loss_1: 33.4591178894043 (34.31114318154075)  --> STEP: 12 | > loss_disc: 2.4042797088623047 (2.357207775115967) | > loss_disc_real_0: 0.172776460647583 (0.18097516832252344) | > loss_disc_real_1: 0.23870868980884552 (0.23373023544748625) | > loss_disc_real_2: 0.30497312545776367 (0.2537020755310853) | > loss_disc_real_3: 0.259615421295166 (0.2846168478329977) | > loss_disc_real_4: 0.20928935706615448 (0.30302322407563526) | > loss_disc_real_5: 0.18696638941764832 (0.2512344270944595) | > loss_0: 2.4042797088623047 (2.357207775115967) | > loss_gen: 2.8641233444213867 (3.035117050011953) | > loss_kl: 2.662261962890625 (2.5692864060401917) | > loss_feat: 6.834460735321045 (7.068531155586243) | > loss_mel: 18.593530654907227 (19.248770395914715) | > loss_duration: 2.2254433631896973 (2.295161704222361) | > loss_1: 33.1798210144043 (34.21686633427938)  --> STEP: 13 | > loss_disc: 2.7059755325317383 (2.384036064147949) | > loss_disc_real_0: 0.18189994990825653 (0.18104630536757982) | > loss_disc_real_1: 0.24853287637233734 (0.23486890013401324) | > loss_disc_real_2: 0.24463246762752533 (0.2530044133846576) | > loss_disc_real_3: 0.2594051957130432 (0.28267748997761655) | > loss_disc_real_4: 0.33077487349510193 (0.30515796633867115) | > loss_disc_real_5: 0.289107084274292 (0.25414770841598505) | > loss_0: 2.7059755325317383 (2.384036064147949) | > loss_gen: 2.5611259937286377 (2.9986561995286207) | > loss_kl: 2.095466136932373 (2.532838693031898) | > loss_feat: 7.4230546951293945 (7.095802197089562) | > loss_mel: 18.699947357177734 (19.20655323908879) | > loss_duration: 2.1745340824127197 (2.2858826563908505) | > loss_1: 32.95412826538086 (34.1197326366718)  --> STEP: 14 | > loss_disc: 2.3085620403289795 (2.3786450624465942) | > loss_disc_real_0: 0.23143905401229858 (0.18464578741363116) | > loss_disc_real_1: 0.17454491555690765 (0.23056004409279143) | > loss_disc_real_2: 0.24702955782413483 (0.25257763798747745) | > loss_disc_real_3: 0.2886224687099457 (0.28310213131564005) | > loss_disc_real_4: 0.27173373103141785 (0.3027705209595816) | > loss_disc_real_5: 0.2554759085178375 (0.25424257985183163) | > loss_0: 2.3085620403289795 (2.3786450624465942) | > loss_gen: 3.0298404693603516 (3.0008836473737444) | > loss_kl: 2.9192819595336914 (2.560441783496312) | > loss_feat: 7.351072788238525 (7.11403581074306) | > loss_mel: 20.30215835571289 (19.284810747419083) | > loss_duration: 2.329341411590576 (2.288986853190831) | > loss_1: 35.931697845458984 (34.24915872301374)  --> STEP: 15 | > loss_disc: 2.512514591217041 (2.3875696976979572) | > loss_disc_real_0: 0.34245365858078003 (0.19516631215810776) | > loss_disc_real_1: 0.2232450693845749 (0.23007237911224365) | > loss_disc_real_2: 0.233169823884964 (0.2512837837139765) | > loss_disc_real_3: 0.2688988447189331 (0.28215524554252625) | > loss_disc_real_4: 0.24276338517665863 (0.2987700452407201) | > loss_disc_real_5: 0.27180615067481995 (0.2554134845733642) | > loss_0: 2.512514591217041 (2.3875696976979572) | > loss_gen: 2.7263333797454834 (2.982580296198527) | > loss_kl: 2.626481771469116 (2.5648444493611655) | > loss_feat: 7.828724384307861 (7.161681715647379) | > loss_mel: 19.31943702697754 (19.287119166056314) | > loss_duration: 2.2756752967834473 (2.288099416097005) | > loss_1: 34.77665328979492 (34.28432502746582)  --> STEP: 16 | > loss_disc: 2.4490737915039062 (2.391413703560829) | > loss_disc_real_0: 0.23817862570285797 (0.19785458175465465) | > loss_disc_real_1: 0.17818571627140045 (0.22682946268469095) | > loss_disc_real_2: 0.24579410254955292 (0.25094067864120007) | > loss_disc_real_3: 0.26064857840538025 (0.2808110788464546) | > loss_disc_real_4: 0.25479236245155334 (0.2960214400663972) | > loss_disc_real_5: 0.3129429817199707 (0.2590090781450271) | > loss_0: 2.4490737915039062 (2.391413703560829) | > loss_gen: 2.924708843231201 (2.978963330388069) | > loss_kl: 2.4979114532470703 (2.5606611371040344) | > loss_feat: 7.47606086730957 (7.1813304126262665) | > loss_mel: 16.138715744018555 (19.090343952178955) | > loss_duration: 2.350865364074707 (2.2920222878456116) | > loss_1: 31.388263702392578 (34.10332119464874)  --> STEP: 17 | > loss_disc: 2.823962688446045 (2.4168577614952538) | > loss_disc_real_0: 0.29081815481185913 (0.20332302722860784) | > loss_disc_real_1: 0.2841048240661621 (0.23019860158948338) | > loss_disc_real_2: 0.31920841336250305 (0.2549564277424532) | > loss_disc_real_3: 0.37457528710365295 (0.28632662050864277) | > loss_disc_real_4: 0.3738431930541992 (0.30059919024215026) | > loss_disc_real_5: 0.43366679549217224 (0.2692830615183886) | > loss_0: 2.823962688446045 (2.4168577614952538) | > loss_gen: 3.339761734008789 (3.00018676589517) | > loss_kl: 1.6187386512756348 (2.505253932055305) | > loss_feat: 6.130077362060547 (7.119491997887106) | > loss_mel: 19.009475708007812 (19.085586996639478) | > loss_duration: 2.3212947845458984 (2.2937441994162167) | > loss_1: 32.419349670410156 (34.00426404616412)  --> STEP: 18 | > loss_disc: 2.1861259937286377 (2.404039329952664) | > loss_disc_real_0: 0.10851532965898514 (0.19805593291918436) | > loss_disc_real_1: 0.13161791861057281 (0.2247218969795439) | > loss_disc_real_2: 0.22135323286056519 (0.2530895835823483) | > loss_disc_real_3: 0.2209044098854065 (0.2826920532517963) | > loss_disc_real_4: 0.27982810139656067 (0.2994452408618397) | > loss_disc_real_5: 0.2580665946006775 (0.2686599244674046) | > loss_0: 2.1861259937286377 (2.404039329952664) | > loss_gen: 2.8721978664398193 (2.993076271480984) | > loss_kl: 2.334486722946167 (2.495766864882575) | > loss_feat: 9.961821556091309 (7.277399195565118) | > loss_mel: 20.92943572998047 (19.188023037380642) | > loss_duration: 2.268390655517578 (2.2923356691996255) | > loss_1: 38.3663330078125 (34.24660121070014)  --> STEP: 19 | > loss_disc: 2.6091248989105225 (2.4148333072662354) | > loss_disc_real_0: 0.3138454556465149 (0.20415011832588598) | > loss_disc_real_1: 0.20942482352256775 (0.22391678785022937) | > loss_disc_real_2: 0.22678649425506592 (0.2517052104598598) | > loss_disc_real_3: 0.3096984028816223 (0.28411344007441874) | > loss_disc_real_4: 0.31979525089263916 (0.3005162940213555) | > loss_disc_real_5: 0.26664337515830994 (0.2685537902932417) | > loss_0: 2.6091248989105225 (2.4148333072662354) | > loss_gen: 2.8084592819213867 (2.983359587819953) | > loss_kl: 1.7878735065460205 (2.458509319706967) | > loss_feat: 5.901538848876953 (7.204985493107846) | > loss_mel: 16.32708740234375 (19.03744747764186) | > loss_duration: 2.300971031188965 (2.2927901619359066) | > loss_1: 29.125930786132812 (33.977092240986075)  --> STEP: 20 | > loss_disc: 2.1086297035217285 (2.39952312707901) | > loss_disc_real_0: 0.07592135667800903 (0.19773868024349212) | > loss_disc_real_1: 0.14668262004852295 (0.22005507946014405) | > loss_disc_real_2: 0.31768250465393066 (0.25500407516956336) | > loss_disc_real_3: 0.2885738015174866 (0.2843364581465721) | > loss_disc_real_4: 0.22902411222457886 (0.2969416849315166) | > loss_disc_real_5: 0.19435837864875793 (0.2648440197110175) | > loss_0: 2.1086297035217285 (2.39952312707901) | > loss_gen: 2.962782621383667 (2.9823307394981384) | > loss_kl: 2.0207326412200928 (2.4366204857826235) | > loss_feat: 6.6089558601379395 (7.175184011459351) | > loss_mel: 20.478017807006836 (19.109475994110106) | > loss_duration: 2.3107404708862305 (2.293687677383423) | > loss_1: 34.381229400634766 (33.99729909896851)  --> STEP: 21 | > loss_disc: 2.6173746585845947 (2.4098970095316568) | > loss_disc_real_0: 0.16859987378120422 (0.19635111803100222) | > loss_disc_real_1: 0.21755258738994598 (0.219935913171087) | > loss_disc_real_2: 0.26357707381248474 (0.2554123132001787) | > loss_disc_real_3: 0.251954585313797 (0.28279446420215426) | > loss_disc_real_4: 0.31310123205184937 (0.297711187175342) | > loss_disc_real_5: 0.30171486735343933 (0.2665997743606566) | > loss_0: 2.6173746585845947 (2.4098970095316568) | > loss_gen: 2.7270679473876953 (2.9701753684452603) | > loss_kl: 1.6993097066879272 (2.4015104486828758) | > loss_feat: 6.0428996086120605 (7.121265706561861) | > loss_mel: 16.137989044189453 (18.967976615542458) | > loss_duration: 2.117957830429077 (2.285319589433216) | > loss_1: 28.7252254486084 (33.746247972760884)  --> STEP: 22 | > loss_disc: 2.136079788208008 (2.3974507721987637) | > loss_disc_real_0: 0.1312766671180725 (0.19339318844405087) | > loss_disc_real_1: 0.2290576994419098 (0.22035053981976074) | > loss_disc_real_2: 0.14070500433444977 (0.2501983446153729) | > loss_disc_real_3: 0.254442036151886 (0.2815057174725966) | > loss_disc_real_4: 0.2970659136772156 (0.2976818565617908) | > loss_disc_real_5: 0.22406989336013794 (0.2646665979515421) | > loss_0: 2.136079788208008 (2.3974507721987637) | > loss_gen: 3.1158344745635986 (2.9767962369051846) | > loss_kl: 2.0670533180236816 (2.3863078518347307) | > loss_feat: 6.310702800750732 (7.0844219381159) | > loss_mel: 19.492835998535156 (18.991833860223945) | > loss_duration: 2.1539182662963867 (2.2793468020179053) | > loss_1: 33.14034652709961 (33.718706997958094)  --> STEP: 23 | > loss_disc: 2.128413200378418 (2.3857534864674443) | > loss_disc_real_0: 0.13065126538276672 (0.19066527874573416) | > loss_disc_real_1: 0.16054381430149078 (0.21775024740592294) | > loss_disc_real_2: 0.2444046288728714 (0.24994644393091628) | > loss_disc_real_3: 0.27351221442222595 (0.28115817386171094) | > loss_disc_real_4: 0.2793864905834198 (0.29688640586707904) | > loss_disc_real_5: 0.296874076128006 (0.26606692308964924) | > loss_0: 2.128413200378418 (2.3857534864674443) | > loss_gen: 3.210052013397217 (2.9869377924048384) | > loss_kl: 2.08880615234375 (2.373372995335123) | > loss_feat: 8.541019439697266 (7.147752264271611) | > loss_mel: 17.658884048461914 (18.933879520582117) | > loss_duration: 2.263946056365967 (2.2786772043808643) | > loss_1: 33.7627067565918 (33.72062003094217)  --> STEP: 24 | > loss_disc: 2.4383134841918945 (2.3879434863726297) | > loss_disc_real_0: 0.15698574483394623 (0.18926196483274302) | > loss_disc_real_1: 0.1722637116909027 (0.21585497508446375) | > loss_disc_real_2: 0.2901698648929596 (0.25162241980433475) | > loss_disc_real_3: 0.31027349829673767 (0.28237131237983704) | > loss_disc_real_4: 0.3110616207122803 (0.2974770398189624) | > loss_disc_real_5: 0.3033508062362671 (0.2676204182207583) | > loss_0: 2.4383134841918945 (2.3879434863726297) | > loss_gen: 3.1019070148468018 (2.9917281766732535) | > loss_kl: 2.3203279972076416 (2.3711627870798115) | > loss_feat: 7.053543567657471 (7.143826901912689) | > loss_mel: 19.112852096557617 (18.94133671124776) | > loss_duration: 2.410285472869873 (2.284160882234573) | > loss_1: 33.99891662597656 (33.73221572240194)  --> STEP: 25 | > loss_disc: 2.3525218963623047 (2.386526622772217) | > loss_disc_real_0: 0.1566171944141388 (0.18795617401599884) | > loss_disc_real_1: 0.14793941378593445 (0.2131383526325226) | > loss_disc_real_2: 0.16669756174087524 (0.24822542548179638) | > loss_disc_real_3: 0.2702646553516388 (0.2818870460987091) | > loss_disc_real_4: 0.2839398682117462 (0.2969355529546738) | > loss_disc_real_5: 0.22956234216690063 (0.266098095178604) | > loss_0: 2.3525218963623047 (2.386526622772217) | > loss_gen: 2.718778371810913 (2.98081018447876) | > loss_kl: 2.2109484672546387 (2.3647542142868048) | > loss_feat: 7.292767524719238 (7.149784526824951) | > loss_mel: 16.502609252929688 (18.84378761291504) | > loss_duration: 2.358524799346924 (2.287135438919067) | > loss_1: 31.083627700805664 (33.626272201538086)  --> STEP: 26 | > loss_disc: 2.282360553741455 (2.382520235501803) | > loss_disc_real_0: 0.2442178726196289 (0.19012008550075385) | > loss_disc_real_1: 0.18493208289146423 (0.21205349610402033) | > loss_disc_real_2: 0.21041840314865112 (0.24677130923821386) | > loss_disc_real_3: 0.18579360842704773 (0.2781911446497991) | > loss_disc_real_4: 0.2011416256427765 (0.2932511711349854) | > loss_disc_real_5: 0.17700336873531342 (0.26267137493078513) | > loss_0: 2.282360553741455 (2.382520235501803) | > loss_gen: 2.465768337249756 (2.9610008826622596) | > loss_kl: 1.8987822532653809 (2.3468322157859807) | > loss_feat: 9.868709564208984 (7.254358566724337) | > loss_mel: 11.3587007522583 (18.555899656735935) | > loss_duration: 2.2686538696289062 (2.286424609330984) | > loss_1: 27.86061668395996 (33.40451622009277) --> EVAL PERFORMANCE | > avg_loader_time: 0.002276530632605919 (-0.00016522407531738325) | > avg_loss_disc: 2.382520235501803 (+0.04973074106069708) | > avg_loss_disc_real_0: 0.19012008550075385 (+0.0797811789581409) | > avg_loss_disc_real_1: 0.21205349610402033 (+0.004380860294286998) | > avg_loss_disc_real_2: 0.24677130923821386 (+0.008513753803876839) | > avg_loss_disc_real_3: 0.2781911446497991 (+0.022166589131722148) | > avg_loss_disc_real_4: 0.2932511711349854 (+0.050884940876410545) | > avg_loss_disc_real_5: 0.26267137493078513 (+0.03294424655345757) | > avg_loss_0: 2.382520235501803 (+0.04973074106069708) | > avg_loss_gen: 2.9610008826622596 (+0.45025038719177246) | > avg_loss_kl: 2.3468322157859807 (+0.01429524329992482) | > avg_loss_feat: 7.254358566724337 (-0.36746710997361465) | > avg_loss_mel: 18.555899656735935 (-0.3099799889784549) | > avg_loss_duration: 2.286424609330984 (-0.0006248492460980692) | > avg_loss_1: 33.40451622009277 (-0.2135261388925329)  > EPOCH: 252/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:01:14)   --> TIME: 2024-06-11 02:01:20 -- STEP: 14/330 -- GLOBAL_STEP: 171175 | > loss_disc: 2.2293624877929688 (2.3072205100740706) | > loss_disc_real_0: 0.09808707237243652 (0.09993363278252738) | > loss_disc_real_1: 0.18555469810962677 (0.19783865873302733) | > loss_disc_real_2: 0.21545197069644928 (0.21234010053532465) | > loss_disc_real_3: 0.21926744282245636 (0.22372202894517354) | > loss_disc_real_4: 0.2287517637014389 (0.22070777948413575) | > loss_disc_real_5: 0.22041600942611694 (0.21885724578584945) | > loss_0: 2.2293624877929688 (2.3072205100740706) | > grad_norm_0: tensor(9.5926, device='cuda:0') (tensor(13.0662, device='cuda:0')) | > loss_gen: 2.58664608001709 (2.490908639771597) | > loss_kl: 1.6342540979385376 (1.6986982652119227) | > loss_feat: 7.843576431274414 (6.9740080152239114) | > loss_mel: 19.742599487304688 (19.302665982927596) | > loss_duration: 2.0903866291046143 (2.1718426091330394) | > loss_1: 33.8974609375 (32.63812296731131) | > grad_norm_1: tensor(250.7863, device='cuda:0') (tensor(149.4011, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3528 (0.3524526527949742) | > loader_time: 0.0031 (0.0032372474670410156)  --> TIME: 2024-06-11 02:01:29 -- STEP: 39/330 -- GLOBAL_STEP: 171200 | > loss_disc: 2.2443478107452393 (2.283465305964152) | > loss_disc_real_0: 0.0940621867775917 (0.10172379456269436) | > loss_disc_real_1: 0.15934798121452332 (0.1974329581627479) | > loss_disc_real_2: 0.19149696826934814 (0.21039979236248213) | > loss_disc_real_3: 0.20518383383750916 (0.22143842776616415) | > loss_disc_real_4: 0.19965609908103943 (0.22081103309606895) | > loss_disc_real_5: 0.16704291105270386 (0.2137713229809052) | > loss_0: 2.2443478107452393 (2.283465305964152) | > grad_norm_0: tensor(12.2154, device='cuda:0') (tensor(13.5914, device='cuda:0')) | > loss_gen: 2.621933937072754 (2.544722752693372) | > loss_kl: 1.829222321510315 (1.7386865646411211) | > loss_feat: 8.206432342529297 (7.224955277565198) | > loss_mel: 19.42153549194336 (18.96210704705654) | > loss_duration: 2.053961992263794 (2.0935770945671286) | > loss_1: 34.133087158203125 (32.56404857146434) | > grad_norm_1: tensor(150.4385, device='cuda:0') (tensor(149.0502, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3553 (0.3545902875753549) | > loader_time: 0.0037 (0.0033404338054167917)  --> TIME: 2024-06-11 02:01:39 -- STEP: 64/330 -- GLOBAL_STEP: 171225 | > loss_disc: 2.224487781524658 (2.292931087315082) | > loss_disc_real_0: 0.10514666140079498 (0.1049714902183041) | > loss_disc_real_1: 0.17471444606781006 (0.1971455446910113) | > loss_disc_real_2: 0.19077350199222565 (0.21134239644743502) | > loss_disc_real_3: 0.2058771699666977 (0.22282732790336013) | > loss_disc_real_4: 0.2208787202835083 (0.222744629252702) | > loss_disc_real_5: 0.22711603343486786 (0.216391570167616) | > loss_0: 2.224487781524658 (2.292931087315082) | > grad_norm_0: tensor(25.7457, device='cuda:0') (tensor(15.1254, device='cuda:0')) | > loss_gen: 2.639967441558838 (2.549013540148734) | > loss_kl: 1.7697824239730835 (1.7519359681755304) | > loss_feat: 7.939430236816406 (7.285024516284466) | > loss_mel: 19.328336715698242 (18.97863900661468) | > loss_duration: 2.020064353942871 (2.065815770998597) | > loss_1: 33.69757843017578 (32.63042867183685) | > grad_norm_1: tensor(189.3656, device='cuda:0') (tensor(174.4738, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3528 (0.35624707490205765) | > loader_time: 0.0036 (0.0034492649137973785)  --> TIME: 2024-06-11 02:01:48 -- STEP: 89/330 -- GLOBAL_STEP: 171250 | > loss_disc: 2.149186372756958 (2.2962055393819054) | > loss_disc_real_0: 0.09884101152420044 (0.10834384609139368) | > loss_disc_real_1: 0.18462403118610382 (0.19792199469684219) | > loss_disc_real_2: 0.19220168888568878 (0.21213247886534486) | > loss_disc_real_3: 0.2403530329465866 (0.2236980702100175) | > loss_disc_real_4: 0.22387200593948364 (0.22194453337219325) | > loss_disc_real_5: 0.19197362661361694 (0.21398674470655035) | > loss_0: 2.149186372756958 (2.2962055393819054) | > grad_norm_0: tensor(27.5138, device='cuda:0') (tensor(19.2012, device='cuda:0')) | > loss_gen: 2.8695287704467773 (2.5710409303729462) | > loss_kl: 1.5715018510818481 (1.7662889984216583) | > loss_feat: 7.878647804260254 (7.37043693628204) | > loss_mel: 18.29645347595215 (18.940572160013602) | > loss_duration: 2.0435311794281006 (2.0555924364690026) | > loss_1: 32.65966033935547 (32.70393135842313) | > grad_norm_1: tensor(423.0344, device='cuda:0') (tensor(209.2044, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3531 (0.3575216384416214) | > loader_time: 0.0037 (0.0035790004087298106)  --> TIME: 2024-06-11 02:01:57 -- STEP: 114/330 -- GLOBAL_STEP: 171275 | > loss_disc: 2.421919822692871 (2.3050428545265866) | > loss_disc_real_0: 0.12815958261489868 (0.11012546365198336) | > loss_disc_real_1: 0.2198714166879654 (0.1992121219896434) | > loss_disc_real_2: 0.21754276752471924 (0.2133992479035729) | > loss_disc_real_3: 0.226850688457489 (0.22441630980424715) | > loss_disc_real_4: 0.21880607306957245 (0.22106292007262246) | > loss_disc_real_5: 0.21333689987659454 (0.2139181726072964) | > loss_0: 2.421919822692871 (2.3050428545265866) | > grad_norm_0: tensor(5.6304, device='cuda:0') (tensor(19.3518, device='cuda:0')) | > loss_gen: 2.6397039890289307 (2.572895784127086) | > loss_kl: 1.8297014236450195 (1.7702494357761585) | > loss_feat: 7.383643627166748 (7.3727657543985465) | > loss_mel: 19.985889434814453 (18.963258375201303) | > loss_duration: 2.0581164360046387 (2.05289705280672) | > loss_1: 33.89705276489258 (32.73206635525351) | > grad_norm_1: tensor(270.5405, device='cuda:0') (tensor(232.8847, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.363 (0.35884173920280044) | > loader_time: 0.0041 (0.0036562869423314146)  --> TIME: 2024-06-11 02:02:06 -- STEP: 139/330 -- GLOBAL_STEP: 171300 | > loss_disc: 2.3498764038085938 (2.307776523150986) | > loss_disc_real_0: 0.10681095719337463 (0.1110397905325718) | > loss_disc_real_1: 0.20006036758422852 (0.19919160212115422) | > loss_disc_real_2: 0.20428523421287537 (0.2139546642843768) | > loss_disc_real_3: 0.21374920010566711 (0.22577999682306385) | > loss_disc_real_4: 0.20571449398994446 (0.22161040213897074) | > loss_disc_real_5: 0.1991063356399536 (0.21413673900014207) | > loss_0: 2.3498764038085938 (2.307776523150986) | > grad_norm_0: tensor(31.4183, device='cuda:0') (tensor(20.2094, device='cuda:0')) | > loss_gen: 2.5166878700256348 (2.568042876909106) | > loss_kl: 1.6973108053207397 (1.7743790527041865) | > loss_feat: 7.478835582733154 (7.349363680366131) | > loss_mel: 19.21988296508789 (18.95434058484413) | > loss_duration: 2.1105005741119385 (2.055479220349153) | > loss_1: 33.02322006225586 (32.70160533712922) | > grad_norm_1: tensor(112.1307, device='cuda:0') (tensor(231.3613, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3665 (0.3603024705708454) | > loader_time: 0.0042 (0.003754518014921559)  --> TIME: 2024-06-11 02:02:16 -- STEP: 164/330 -- GLOBAL_STEP: 171325 | > loss_disc: 2.2235658168792725 (2.313650490307226) | > loss_disc_real_0: 0.06689932197332382 (0.1135406704028932) | > loss_disc_real_1: 0.1859082728624344 (0.19895929579691193) | > loss_disc_real_2: 0.2632274031639099 (0.2151711007080427) | > loss_disc_real_3: 0.20525024831295013 (0.2255714706531385) | > loss_disc_real_4: 0.23722688853740692 (0.22201189080752978) | > loss_disc_real_5: 0.2420179396867752 (0.21408198192352199) | > loss_0: 2.2235658168792725 (2.313650490307226) | > grad_norm_0: tensor(8.2073, device='cuda:0') (tensor(22.1471, device='cuda:0')) | > loss_gen: 2.838973045349121 (2.564441789941091) | > loss_kl: 1.8608373403549194 (1.7755514150712548) | > loss_feat: 7.550034999847412 (7.346959169318036) | > loss_mel: 18.226404190063477 (18.935514752457777) | > loss_duration: 2.1258366107940674 (2.0573098252459263) | > loss_1: 32.60208511352539 (32.67977685463138) | > grad_norm_1: tensor(250.5614, device='cuda:0') (tensor(241.0850, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3682 (0.3621564202192351) | > loader_time: 0.0044 (0.0038581868497336784)  --> TIME: 2024-06-11 02:02:26 -- STEP: 189/330 -- GLOBAL_STEP: 171350 | > loss_disc: 2.3788843154907227 (2.3138513628137183) | > loss_disc_real_0: 0.06776371598243713 (0.11307771028901534) | > loss_disc_real_1: 0.18176232278347015 (0.19968866237572264) | > loss_disc_real_2: 0.1813303679227829 (0.21424438508730087) | > loss_disc_real_3: 0.25040894746780396 (0.22591316621139568) | > loss_disc_real_4: 0.25121617317199707 (0.22147473519441313) | > loss_disc_real_5: 0.2219301015138626 (0.21430444338965035) | > loss_0: 2.3788843154907227 (2.3138513628137183) | > grad_norm_0: tensor(22.6034, device='cuda:0') (tensor(23.3126, device='cuda:0')) | > loss_gen: 2.474820613861084 (2.564399286552715) | > loss_kl: 1.8955241441726685 (1.7767823865173986) | > loss_feat: 6.9041619300842285 (7.337610888102698) | > loss_mel: 18.575796127319336 (18.877073691635534) | > loss_duration: 2.1274938583374023 (2.063196686840562) | > loss_1: 31.977798461914062 (32.61906282737771) | > grad_norm_1: tensor(125.7176, device='cuda:0') (tensor(256.1950, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.3872 (0.36446412656673033) | > loader_time: 0.0048 (0.003997657664869196)  --> TIME: 2024-06-11 02:02:36 -- STEP: 214/330 -- GLOBAL_STEP: 171375 | > loss_disc: 2.312443733215332 (2.311734571635168) | > loss_disc_real_0: 0.11466306447982788 (0.11370712938222373) | > loss_disc_real_1: 0.23405851423740387 (0.19966921593262774) | > loss_disc_real_2: 0.22964027523994446 (0.21436365610249689) | > loss_disc_real_3: 0.21335214376449585 (0.22535925539576004) | > loss_disc_real_4: 0.23132234811782837 (0.22153587339915962) | > loss_disc_real_5: 0.25282859802246094 (0.2142071968344884) | > loss_0: 2.312443733215332 (2.311734571635168) | > grad_norm_0: tensor(7.0205, device='cuda:0') (tensor(24.6034, device='cuda:0')) | > loss_gen: 2.7082905769348145 (2.569046538566877) | > loss_kl: 1.8573819398880005 (1.7799664735794067) | > loss_feat: 6.545855522155762 (7.3403874201195265) | > loss_mel: 17.762161254882812 (18.82665217925455) | > loss_duration: 2.165177583694458 (2.069371391679639) | > loss_1: 31.03886604309082 (32.585423870621426) | > grad_norm_1: tensor(460.4170, device='cuda:0') (tensor(267.6616, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.4099 (0.36817196819269754) | > loader_time: 0.0052 (0.004143075408222516)  --> TIME: 2024-06-11 02:02:46 -- STEP: 239/330 -- GLOBAL_STEP: 171400 | > loss_disc: 2.2096476554870605 (2.310875514561164) | > loss_disc_real_0: 0.09470446407794952 (0.11367721520520155) | > loss_disc_real_1: 0.19184105098247528 (0.19954997519319528) | > loss_disc_real_2: 0.23282670974731445 (0.21488460954512512) | > loss_disc_real_3: 0.22165825963020325 (0.22551693315286517) | > loss_disc_real_4: 0.2075536847114563 (0.22115230198684596) | > loss_disc_real_5: 0.22159820795059204 (0.21373126771160744) | > loss_0: 2.2096476554870605 (2.310875514561164) | > grad_norm_0: tensor(16.0774, device='cuda:0') (tensor(25.1577, device='cuda:0')) | > loss_gen: 2.606365203857422 (2.568743842416231) | > loss_kl: 1.6702862977981567 (1.7805241740398328) | > loss_feat: 7.533236026763916 (7.350646298300771) | > loss_mel: 18.840118408203125 (18.816491218790347) | > loss_duration: 2.114959716796875 (2.0771880808235705) | > loss_1: 32.76496505737305 (32.593593461742955) | > grad_norm_1: tensor(343.6859, device='cuda:0') (tensor(276.2078, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.4073 (0.3723043088633644) | > loader_time: 0.0055 (0.004301609853321535)  --> TIME: 2024-06-11 02:02:57 -- STEP: 264/330 -- GLOBAL_STEP: 171425 | > loss_disc: 2.2682533264160156 (2.311101189165406) | > loss_disc_real_0: 0.10467860102653503 (0.11409077885080919) | > loss_disc_real_1: 0.15789052844047546 (0.19969516224933395) | > loss_disc_real_2: 0.2304723858833313 (0.21487948721782726) | > loss_disc_real_3: 0.2548237442970276 (0.22560072340296977) | > loss_disc_real_4: 0.21698282659053802 (0.22165030585319706) | > loss_disc_real_5: 0.17538569867610931 (0.21367403249623196) | > loss_0: 2.2682533264160156 (2.311101189165406) | > grad_norm_0: tensor(39.2952, device='cuda:0') (tensor(25.2272, device='cuda:0')) | > loss_gen: 2.628783941268921 (2.5663636633844105) | > loss_kl: 1.6570665836334229 (1.7814660916725795) | > loss_feat: 7.897097587585449 (7.349761867161953) | > loss_mel: 18.197771072387695 (18.786345626368664) | > loss_duration: 2.1856184005737305 (2.0840573979146555) | > loss_1: 32.56633758544922 (32.567994493426696) | > grad_norm_1: tensor(546.9100, device='cuda:0') (tensor(277.5724, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.4146 (0.3764828190659031) | > loader_time: 0.0061 (0.004458837436907216)  --> TIME: 2024-06-11 02:03:08 -- STEP: 289/330 -- GLOBAL_STEP: 171450 | > loss_disc: 2.404646158218384 (2.313200695704426) | > loss_disc_real_0: 0.15122149884700775 (0.11513141608413528) | > loss_disc_real_1: 0.24091477692127228 (0.20052111948031456) | > loss_disc_real_2: 0.2512708306312561 (0.2149829855220953) | > loss_disc_real_3: 0.22025330364704132 (0.22530566614804384) | > loss_disc_real_4: 0.22640065848827362 (0.2214628089876736) | > loss_disc_real_5: 0.23337899148464203 (0.21333276292238268) | > loss_0: 2.404646158218384 (2.313200695704426) | > grad_norm_0: tensor(51.7229, device='cuda:0') (tensor(25.7152, device='cuda:0')) | > loss_gen: 2.346816062927246 (2.561965761712679) | > loss_kl: 1.7802541255950928 (1.7850522689753339) | > loss_feat: 7.160273551940918 (7.364050635829516) | > loss_mel: 17.795059204101562 (18.739095272077396) | > loss_duration: 2.2279458045959473 (2.0924850095927097) | > loss_1: 31.31035041809082 (32.54264882361601) | > grad_norm_1: tensor(182.5129, device='cuda:0') (tensor(278.2986, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.451 (0.38140320777893055) | > loader_time: 0.0069 (0.004632124026341421)  --> TIME: 2024-06-11 02:03:21 -- STEP: 314/330 -- GLOBAL_STEP: 171475 | > loss_disc: 2.21233868598938 (2.3157189423870896) | > loss_disc_real_0: 0.1178031712770462 (0.11559363249333421) | > loss_disc_real_1: 0.20299021899700165 (0.20094744154032626) | > loss_disc_real_2: 0.1850862354040146 (0.2148739355290012) | > loss_disc_real_3: 0.2087172120809555 (0.2255288744048708) | > loss_disc_real_4: 0.20649366080760956 (0.22179831948819434) | > loss_disc_real_5: 0.1601368635892868 (0.21337797250717308) | > loss_0: 2.21233868598938 (2.3157189423870896) | > grad_norm_0: tensor(11.1679, device='cuda:0') (tensor(25.7480, device='cuda:0')) | > loss_gen: 2.635305166244507 (2.559775309957517) | > loss_kl: 1.7937523126602173 (1.7857177511901612) | > loss_feat: 8.331087112426758 (7.3911042653830945) | > loss_mel: 18.445775985717773 (18.705645700928496) | > loss_duration: 2.2782931327819824 (2.1042660284953514) | > loss_1: 33.484214782714844 (32.54650895914456) | > grad_norm_1: tensor(478.9306, device='cuda:0') (tensor(282.9356, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.5397 (0.39113905247609315) | > loader_time: 0.0081 (0.004846747513789279)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.510615110397339 (2.510615110397339) | > loss_disc_real_0: 0.0908365249633789 (0.0908365249633789) | > loss_disc_real_1: 0.15147747099399567 (0.15147747099399567) | > loss_disc_real_2: 0.26319971680641174 (0.26319971680641174) | > loss_disc_real_3: 0.26279401779174805 (0.26279401779174805) | > loss_disc_real_4: 0.3013612627983093 (0.3013612627983093) | > loss_disc_real_5: 0.3554516136646271 (0.3554516136646271) | > loss_0: 2.510615110397339 (2.510615110397339) | > loss_gen: 2.253359079360962 (2.253359079360962) | > loss_kl: 1.7046784162521362 (1.7046784162521362) | > loss_feat: 5.66697359085083 (5.66697359085083) | > loss_mel: 16.394975662231445 (16.394975662231445) | > loss_duration: 2.8252265453338623 (2.8252265453338623) | > loss_1: 28.845212936401367 (28.845212936401367)  --> STEP: 1 | > loss_disc: 2.3186192512512207 (2.3186192512512207) | > loss_disc_real_0: 0.16639645397663116 (0.16639645397663116) | > loss_disc_real_1: 0.13149845600128174 (0.13149845600128174) | > loss_disc_real_2: 0.18153423070907593 (0.18153423070907593) | > loss_disc_real_3: 0.16888879239559174 (0.16888879239559174) | > loss_disc_real_4: 0.24562956392765045 (0.24562956392765045) | > loss_disc_real_5: 0.20884506404399872 (0.20884506404399872) | > loss_0: 2.3186192512512207 (2.3186192512512207) | > loss_gen: 2.170199155807495 (2.170199155807495) | > loss_kl: 2.6939494609832764 (2.6939494609832764) | > loss_feat: 7.5178656578063965 (7.5178656578063965) | > loss_mel: 19.109928131103516 (19.109928131103516) | > loss_duration: 2.309032440185547 (2.309032440185547) | > loss_1: 33.80097198486328 (33.80097198486328)  --> STEP: 2 | > loss_disc: 2.374124765396118 (2.3463720083236694) | > loss_disc_real_0: 0.05401770770549774 (0.11020708084106445) | > loss_disc_real_1: 0.1489652395248413 (0.14023184776306152) | > loss_disc_real_2: 0.23296919465065002 (0.20725171267986298) | > loss_disc_real_3: 0.2458174228668213 (0.2073531076312065) | > loss_disc_real_4: 0.2659432888031006 (0.2557864263653755) | > loss_disc_real_5: 0.27247145771980286 (0.2406582608819008) | > loss_0: 2.374124765396118 (2.3463720083236694) | > loss_gen: 2.273838996887207 (2.222019076347351) | > loss_kl: 1.6870553493499756 (2.190502405166626) | > loss_feat: 6.435643196105957 (6.976754426956177) | > loss_mel: 20.343812942504883 (19.7268705368042) | > loss_duration: 2.461028575897217 (2.385030508041382) | > loss_1: 33.201377868652344 (33.50117492675781)  --> STEP: 3 | > loss_disc: 2.3365979194641113 (2.343113978703817) | > loss_disc_real_0: 0.05508733540773392 (0.09183383236328761) | > loss_disc_real_1: 0.15892550349235535 (0.1464630663394928) | > loss_disc_real_2: 0.196514293551445 (0.20367257297039032) | > loss_disc_real_3: 0.22556132078170776 (0.21342251201470694) | > loss_disc_real_4: 0.21513986587524414 (0.24223757286866507) | > loss_disc_real_5: 0.3132862448692322 (0.2648675888776779) | > loss_0: 2.3365979194641113 (2.343113978703817) | > loss_gen: 2.3307929039001465 (2.2582770188649497) | > loss_kl: 2.7185351848602295 (2.3665133317311606) | > loss_feat: 6.659717559814453 (6.871075471242269) | > loss_mel: 19.331165313720703 (19.594968795776367) | > loss_duration: 2.261915683746338 (2.343992233276367) | > loss_1: 33.302127838134766 (33.4348258972168)  --> STEP: 4 | > loss_disc: 2.275496244430542 (2.326209545135498) | > loss_disc_real_0: 0.08501802384853363 (0.09012988023459911) | > loss_disc_real_1: 0.12938423454761505 (0.14219335839152336) | > loss_disc_real_2: 0.2215326726436615 (0.20813759788870811) | > loss_disc_real_3: 0.26731258630752563 (0.2268950305879116) | > loss_disc_real_4: 0.1786944568157196 (0.2263517938554287) | > loss_disc_real_5: 0.1982475221157074 (0.2482125721871853) | > loss_0: 2.275496244430542 (2.326209545135498) | > loss_gen: 2.3216371536254883 (2.2741170525550842) | > loss_kl: 2.9862310886383057 (2.5214427709579468) | > loss_feat: 6.0829997062683105 (6.674056529998779) | > loss_mel: 19.106536865234375 (19.47286081314087) | > loss_duration: 2.2562918663024902 (2.322067141532898) | > loss_1: 32.75369644165039 (33.264543533325195)  --> STEP: 5 | > loss_disc: 2.4598240852355957 (2.3529324531555176) | > loss_disc_real_0: 0.08832117915153503 (0.0897681400179863) | > loss_disc_real_1: 0.204338937997818 (0.15462247431278228) | > loss_disc_real_2: 0.2613976001739502 (0.21878959834575654) | > loss_disc_real_3: 0.27066290378570557 (0.2356486052274704) | > loss_disc_real_4: 0.2711775302886963 (0.2353169411420822) | > loss_disc_real_5: 0.2599461078643799 (0.25055927932262423) | > loss_0: 2.4598240852355957 (2.3529324531555176) | > loss_gen: 2.3385207653045654 (2.2869977951049805) | > loss_kl: 2.0320589542388916 (2.4235660076141357) | > loss_feat: 5.927448272705078 (6.524734878540039) | > loss_mel: 19.890907287597656 (19.556470108032226) | > loss_duration: 2.3385024070739746 (2.3253541946411134) | > loss_1: 32.527435302734375 (33.117121887207034)  --> STEP: 6 | > loss_disc: 2.712148666381836 (2.412801822026571) | > loss_disc_real_0: 0.18699271976947784 (0.1059722366432349) | > loss_disc_real_1: 0.2192356288433075 (0.16539133340120316) | > loss_disc_real_2: 0.3123602867126465 (0.23438471307357153) | > loss_disc_real_3: 0.26469331979751587 (0.24048939098914465) | > loss_disc_real_4: 0.3269047439098358 (0.2505815749367078) | > loss_disc_real_5: 0.2589081823825836 (0.2519507631659508) | > loss_0: 2.712148666381836 (2.412801822026571) | > loss_gen: 2.203521728515625 (2.273085117340088) | > loss_kl: 2.508460760116577 (2.4377151330312095) | > loss_feat: 4.497317314147949 (6.186831951141357) | > loss_mel: 18.164499282836914 (19.324474970499676) | > loss_duration: 2.1844711303710938 (2.3018736839294434) | > loss_1: 29.558269500732422 (32.523979822794594)  --> STEP: 7 | > loss_disc: 2.241082191467285 (2.388270446232387) | > loss_disc_real_0: 0.08764031529426575 (0.1033533907362393) | > loss_disc_real_1: 0.1848107874393463 (0.1681655411209379) | > loss_disc_real_2: 0.22446584701538086 (0.2329677322081157) | > loss_disc_real_3: 0.22172968089580536 (0.23780943240438188) | > loss_disc_real_4: 0.20068465173244476 (0.24345344305038452) | > loss_disc_real_5: 0.1835908442735672 (0.24218506046703883) | > loss_0: 2.241082191467285 (2.388270446232387) | > loss_gen: 2.33128023147583 (2.2813987050737654) | > loss_kl: 3.513746500015259 (2.5914338997432163) | > loss_feat: 7.678983211517334 (6.399996416909354) | > loss_mel: 19.528076171875 (19.353560856410436) | > loss_duration: 2.4003748893737793 (2.3159452847072055) | > loss_1: 35.45246124267578 (32.94233431134905)  --> STEP: 8 | > loss_disc: 2.288066864013672 (2.3757449984550476) | > loss_disc_real_0: 0.14373089373111725 (0.10840057861059904) | > loss_disc_real_1: 0.12180133163928986 (0.1623700149357319) | > loss_disc_real_2: 0.1453203409910202 (0.22201180830597878) | > loss_disc_real_3: 0.17096292972564697 (0.22945361956954002) | > loss_disc_real_4: 0.2170809507369995 (0.2401568815112114) | > loss_disc_real_5: 0.22909606993198395 (0.24054893665015697) | > loss_0: 2.288066864013672 (2.3757449984550476) | > loss_gen: 2.079935312271118 (2.2562157809734344) | > loss_kl: 2.1627278327941895 (2.537845641374588) | > loss_feat: 9.411754608154297 (6.776466190814972) | > loss_mel: 21.023515701293945 (19.562305212020874) | > loss_duration: 2.1771652698516846 (2.2985977828502655) | > loss_1: 36.8551025390625 (33.43143033981323)  --> STEP: 9 | > loss_disc: 2.4773659706115723 (2.3870362175835504) | > loss_disc_real_0: 0.07589517533779144 (0.10478886713584264) | > loss_disc_real_1: 0.14243565499782562 (0.1601550860537423) | > loss_disc_real_2: 0.23139150440692902 (0.22305399676163992) | > loss_disc_real_3: 0.2404160350561142 (0.23067166573471493) | > loss_disc_real_4: 0.22610604763031006 (0.2385956777466668) | > loss_disc_real_5: 0.2431524097919464 (0.24083821144368914) | > loss_0: 2.4773659706115723 (2.3870362175835504) | > loss_gen: 2.1130599975585938 (2.24030958281623) | > loss_kl: 1.9877228736877441 (2.4767208894093833) | > loss_feat: 6.840194225311279 (6.783547083536784) | > loss_mel: 20.5609130859375 (19.673261642456055) | > loss_duration: 2.0963292121887207 (2.2761234972212048) | > loss_1: 33.59822082519531 (33.4499626159668)  --> STEP: 10 | > loss_disc: 2.4302518367767334 (2.3913577795028687) | > loss_disc_real_0: 0.08580834418535233 (0.10289081484079361) | > loss_disc_real_1: 0.10530649870634079 (0.15467022731900215) | > loss_disc_real_2: 0.2198340892791748 (0.2227320060133934) | > loss_disc_real_3: 0.20191378891468048 (0.22779587805271148) | > loss_disc_real_4: 0.26009508967399597 (0.24074561893939972) | > loss_disc_real_5: 0.2463945895433426 (0.24139384925365448) | > loss_0: 2.4302518367767334 (2.3913577795028687) | > loss_gen: 2.0646533966064453 (2.2227439641952516) | > loss_kl: 2.1461262702941895 (2.443661427497864) | > loss_feat: 6.930284023284912 (6.798220777511597) | > loss_mel: 19.646236419677734 (19.670559120178222) | > loss_duration: 2.261585235595703 (2.2746696710586547) | > loss_1: 33.048885345458984 (33.409854888916016)  --> STEP: 11 | > loss_disc: 2.5920088291168213 (2.409598784013228) | > loss_disc_real_0: 0.1300780177116394 (0.10536237873814323) | > loss_disc_real_1: 0.13968989253044128 (0.15330837870186026) | > loss_disc_real_2: 0.19767627120018005 (0.2204542119394649) | > loss_disc_real_3: 0.25190773606300354 (0.22998786514455621) | > loss_disc_real_4: 0.23263902962207794 (0.24000865627418866) | > loss_disc_real_5: 0.2784249484539032 (0.24476031281731345) | > loss_0: 2.5920088291168213 (2.409598784013228) | > loss_gen: 1.9042860269546509 (2.1937932426279243) | > loss_kl: 2.7652029991149902 (2.472892479463057) | > loss_feat: 4.611721038818359 (6.599448073994029) | > loss_mel: 16.312894821166992 (19.365316911177203) | > loss_duration: 2.3957102298736572 (2.285673358223655) | > loss_1: 27.98981475830078 (32.91712396795099)  --> STEP: 12 | > loss_disc: 2.477358341217041 (2.4152454137802124) | > loss_disc_real_0: 0.10923908650875092 (0.1056854377190272) | > loss_disc_real_1: 0.1949494332075119 (0.15677846657733122) | > loss_disc_real_2: 0.26099491119384766 (0.2238326035439968) | > loss_disc_real_3: 0.30316054821014404 (0.2360855887333552) | > loss_disc_real_4: 0.2606357932090759 (0.24172758435209593) | > loss_disc_real_5: 0.2558572292327881 (0.24568505585193634) | > loss_0: 2.477358341217041 (2.4152454137802124) | > loss_gen: 2.35794734954834 (2.2074727515379586) | > loss_kl: 2.0055599212646484 (2.4339480996131897) | > loss_feat: 6.66264009475708 (6.604714075724284) | > loss_mel: 19.711013793945312 (19.39412498474121) | > loss_duration: 2.270540714263916 (2.2844123045603433) | > loss_1: 33.0077018737793 (32.92467212677002)  --> STEP: 13 | > loss_disc: 2.346585750579834 (2.409963901226337) | > loss_disc_real_0: 0.07990215718746185 (0.10370210844736832) | > loss_disc_real_1: 0.12712827324867249 (0.1544976824751267) | > loss_disc_real_2: 0.1626964956521988 (0.2191298260138585) | > loss_disc_real_3: 0.2457662969827652 (0.23683025859869444) | > loss_disc_real_4: 0.19879819452762604 (0.23842532359636748) | > loss_disc_real_5: 0.2570075988769531 (0.24655602070001456) | > loss_0: 2.346585750579834 (2.409963901226337) | > loss_gen: 2.072932243347168 (2.197123481677129) | > loss_kl: 2.389802932739258 (2.4305523175459642) | > loss_feat: 6.23089599609375 (6.575958838829627) | > loss_mel: 18.267324447631836 (19.307448020348183) | > loss_duration: 2.1751856803894043 (2.2760102565471945) | > loss_1: 31.13614273071289 (32.78709294245793)  --> STEP: 14 | > loss_disc: 2.171769142150879 (2.3929499898638045) | > loss_disc_real_0: 0.04135450720787048 (0.09924870835883277) | > loss_disc_real_1: 0.14905783534049988 (0.1541091219655105) | > loss_disc_real_2: 0.2493998259305954 (0.221291968865054) | > loss_disc_real_3: 0.26086944341659546 (0.2385473432285445) | > loss_disc_real_4: 0.2234804928302765 (0.23735783568450383) | > loss_disc_real_5: 0.19762243330478668 (0.24306076445749827) | > loss_0: 2.171769142150879 (2.3929499898638045) | > loss_gen: 2.588495969772339 (2.225078659398215) | > loss_kl: 2.760833263397217 (2.4541438136781966) | > loss_feat: 8.258809089660645 (6.6961624281747) | > loss_mel: 22.08785057067871 (19.50604820251465) | > loss_duration: 2.338897943496704 (2.280502234186445) | > loss_1: 38.03488540649414 (33.16193526131766)  --> STEP: 15 | > loss_disc: 2.5397324562072754 (2.4027354876200357) | > loss_disc_real_0: 0.14472860097885132 (0.10228070120016734) | > loss_disc_real_1: 0.1494768112897873 (0.15380030125379562) | > loss_disc_real_2: 0.2253943532705307 (0.22156546115875245) | > loss_disc_real_3: 0.25918927788734436 (0.23992347220579782) | > loss_disc_real_4: 0.23639337718486786 (0.23729353845119477) | > loss_disc_real_5: 0.2905197739601135 (0.2462246984243393) | > loss_0: 2.5397324562072754 (2.4027354876200357) | > loss_gen: 2.1867401599884033 (2.222522759437561) | > loss_kl: 3.1028366088867188 (2.4973900000254314) | > loss_feat: 6.9637908935546875 (6.714004325866699) | > loss_mel: 20.053773880004883 (19.542563247680665) | > loss_duration: 2.306112289428711 (2.282209571202596) | > loss_1: 34.613250732421875 (33.25868962605794)  --> STEP: 16 | > loss_disc: 2.5874361991882324 (2.414279282093048) | > loss_disc_real_0: 0.0978606790304184 (0.10200444981455803) | > loss_disc_real_1: 0.19477981328964233 (0.15636152075603604) | > loss_disc_real_2: 0.17072206735610962 (0.21838774904608727) | > loss_disc_real_3: 0.21220850944519043 (0.23819128703325987) | > loss_disc_real_4: 0.20667681097984314 (0.2353799929842353) | > loss_disc_real_5: 0.22090016305446625 (0.24464191496372223) | > loss_0: 2.5874361991882324 (2.414279282093048) | > loss_gen: 1.9203766584396362 (2.2036386281251907) | > loss_kl: 2.042180061340332 (2.4689393788576126) | > loss_feat: 6.079145431518555 (6.67432564496994) | > loss_mel: 15.837778091430664 (19.31101417541504) | > loss_duration: 2.371406316757202 (2.287784367799759) | > loss_1: 28.250885009765625 (32.945701837539666)  --> STEP: 17 | > loss_disc: 2.3128979206085205 (2.4083156725939583) | > loss_disc_real_0: 0.09648624807596207 (0.10167984971228768) | > loss_disc_real_1: 0.10988646000623703 (0.1536276936531067) | > loss_disc_real_2: 0.19773100316524506 (0.2171726463472142) | > loss_disc_real_3: 0.28294995427131653 (0.2408241498119691) | > loss_disc_real_4: 0.25063756108283997 (0.23627749699003556) | > loss_disc_real_5: 0.29698702692985535 (0.24772103919702418) | > loss_0: 2.3128979206085205 (2.4083156725939583) | > loss_gen: 2.5210864543914795 (2.2223120296702668) | > loss_kl: 2.281649112701416 (2.457922304377836) | > loss_feat: 6.409731388092041 (6.658761276918299) | > loss_mel: 19.627033233642578 (19.329603531781366) | > loss_duration: 2.3877429962158203 (2.2936642871183506) | > loss_1: 33.22724151611328 (32.96226299510282)  --> STEP: 18 | > loss_disc: 2.5316953659057617 (2.4151701000001697) | > loss_disc_real_0: 0.07099297642707825 (0.09997502341866493) | > loss_disc_real_1: 0.172825425863266 (0.15469423433144888) | > loss_disc_real_2: 0.14208319783210754 (0.21300101031859717) | > loss_disc_real_3: 0.11076991260051727 (0.23359891441133288) | > loss_disc_real_4: 0.19176651537418365 (0.23380466467804378) | > loss_disc_real_5: 0.19273965060710907 (0.24466651760869557) | > loss_0: 2.5316953659057617 (2.4151701000001697) | > loss_gen: 2.0990896224975586 (2.215466340382894) | > loss_kl: 2.771048069000244 (2.4753181801901922) | > loss_feat: 10.668513298034668 (6.881525278091431) | > loss_mel: 20.45250129699707 (19.391986740960014) | > loss_duration: 2.240133762359619 (2.290690369076199) | > loss_1: 38.23128890991211 (33.25498665703667)  --> STEP: 19 | > loss_disc: 2.416696786880493 (2.415250451941239) | > loss_disc_real_0: 0.11000804603099823 (0.10050307724036668) | > loss_disc_real_1: 0.1986667811870575 (0.1570085789027967) | > loss_disc_real_2: 0.18942059576511383 (0.21175993586841382) | > loss_disc_real_3: 0.23678554594516754 (0.23376663186048208) | > loss_disc_real_4: 0.2045774757862091 (0.23226639157847354) | > loss_disc_real_5: 0.2073451280593872 (0.24270223394820564) | > loss_0: 2.416696786880493 (2.415250451941239) | > loss_gen: 2.0993945598602295 (2.2093572993027535) | > loss_kl: 2.165813446044922 (2.459028457340441) | > loss_feat: 6.617179870605469 (6.867612361907959) | > loss_mel: 18.820499420166016 (19.361908460918226) | > loss_duration: 2.3020200729370117 (2.2912866692794) | > loss_1: 32.004905700683594 (33.18919292249177)  --> STEP: 20 | > loss_disc: 2.114929676055908 (2.4002344131469724) | > loss_disc_real_0: 0.08054550737142563 (0.09950519874691963) | > loss_disc_real_1: 0.11676400154829025 (0.1549963500350714) | > loss_disc_real_2: 0.20623129606246948 (0.2114835038781166) | > loss_disc_real_3: 0.19711782038211823 (0.23193419128656387) | > loss_disc_real_4: 0.18219125270843506 (0.22976263463497162) | > loss_disc_real_5: 0.1406327784061432 (0.2375987611711025) | > loss_0: 2.114929676055908 (2.4002344131469724) | > loss_gen: 2.3913285732269287 (2.2184558629989626) | > loss_kl: 1.713045597076416 (2.42172931432724) | > loss_feat: 6.564305782318115 (6.852447032928467) | > loss_mel: 19.773038864135742 (19.382464981079103) | > loss_duration: 2.3137378692626953 (2.2924092292785643) | > loss_1: 32.755455017089844 (33.16750602722168)  --> STEP: 21 | > loss_disc: 2.217407464981079 (2.3915283679962154) | > loss_disc_real_0: 0.047881145030260086 (0.09704691047469775) | > loss_disc_real_1: 0.1979966014623642 (0.15704398105541867) | > loss_disc_real_2: 0.20110344886779785 (0.2109892155442919) | > loss_disc_real_3: 0.1735198199748993 (0.229152554557437) | > loss_disc_real_4: 0.17964786291122437 (0.2273762169338408) | > loss_disc_real_5: 0.1473456621170044 (0.2333009945494788) | > loss_0: 2.217407464981079 (2.3915283679962154) | > loss_gen: 2.0764501094818115 (2.2116936842600503) | > loss_kl: 3.0008764266967773 (2.449307748249599) | > loss_feat: 5.972962379455566 (6.810566811334519) | > loss_mel: 17.10759925842285 (19.274138041904994) | > loss_duration: 2.099992275238037 (2.2832465171813965) | > loss_1: 30.25788116455078 (33.02895246233259)  --> STEP: 22 | > loss_disc: 2.2115869522094727 (2.3833492127331817) | > loss_disc_real_0: 0.06568142771720886 (0.0956212067129937) | > loss_disc_real_1: 0.08310767263174057 (0.15368323976343332) | > loss_disc_real_2: 0.1234569251537323 (0.20701047507199374) | > loss_disc_real_3: 0.2090309113264084 (0.22823793441057205) | > loss_disc_real_4: 0.21248000860214233 (0.22669911655512723) | > loss_disc_real_5: 0.22969487309455872 (0.23313707993789154) | > loss_0: 2.2115869522094727 (2.3833492127331817) | > loss_gen: 2.117035388946533 (2.2073910344730723) | > loss_kl: 2.133546829223633 (2.434954979202964) | > loss_feat: 7.619327068328857 (6.847328641197898) | > loss_mel: 21.077043533325195 (19.356088291515004) | > loss_duration: 2.1601650714874268 (2.2776519060134888) | > loss_1: 35.10711669921875 (33.12341447310014)  --> STEP: 23 | > loss_disc: 2.5565643310546875 (2.3908803048341167) | > loss_disc_real_0: 0.11156702041625977 (0.09631450296096179) | > loss_disc_real_1: 0.14318802952766418 (0.15322692627492163) | > loss_disc_real_2: 0.2443234771490097 (0.20863277951012488) | > loss_disc_real_3: 0.26519155502319336 (0.22984461356764255) | > loss_disc_real_4: 0.28976091742515564 (0.2294409339842589) | > loss_disc_real_5: 0.29210495948791504 (0.23570090078789255) | > loss_0: 2.5565643310546875 (2.3908803048341167) | > loss_gen: 2.1122732162475586 (2.2032554771589195) | > loss_kl: 2.440807342529297 (2.4352094297823697) | > loss_feat: 5.9007978439331055 (6.806175128273342) | > loss_mel: 17.95098876953125 (19.294997007950492) | > loss_duration: 2.307173728942871 (2.2789354635321577) | > loss_1: 30.71204376220703 (33.0185722682787)  --> STEP: 24 | > loss_disc: 2.713193655014038 (2.4043100277582803) | > loss_disc_real_0: 0.16381920874118805 (0.09912719903513789) | > loss_disc_real_1: 0.16919974982738495 (0.1538924605896076) | > loss_disc_real_2: 0.22632065415382385 (0.20936977428694567) | > loss_disc_real_3: 0.2835581302642822 (0.23208267676333585) | > loss_disc_real_4: 0.2729656994342804 (0.2312544658780098) | > loss_disc_real_5: 0.3448512852191925 (0.24024883347253004) | > loss_0: 2.713193655014038 (2.4043100277582803) | > loss_gen: 2.124943494796753 (2.199992477893829) | > loss_kl: 1.901977777481079 (2.412991444269816) | > loss_feat: 6.289463043212891 (6.7846454580624895) | > loss_mel: 19.627513885498047 (19.30885187784831) | > loss_duration: 2.4500389099121094 (2.286064773797989) | > loss_1: 32.39393615722656 (32.99254576365153)  --> STEP: 25 | > loss_disc: 2.362894296646118 (2.402653398513794) | > loss_disc_real_0: 0.15047800540924072 (0.10118123129010201) | > loss_disc_real_1: 0.1857859343290329 (0.1551681995391846) | > loss_disc_real_2: 0.1818767488002777 (0.20827005326747894) | > loss_disc_real_3: 0.11776954680681229 (0.22751015156507493) | > loss_disc_real_4: 0.20370595157146454 (0.23015252530574798) | > loss_disc_real_5: 0.2761543393135071 (0.24168505370616913) | > loss_0: 2.362894296646118 (2.402653398513794) | > loss_gen: 2.159705877304077 (2.1983810138702387) | > loss_kl: 2.7668330669403076 (2.4271451091766356) | > loss_feat: 7.3419599533081055 (6.806938037872315) | > loss_mel: 17.432151794433594 (19.23378387451172) | > loss_duration: 2.321831226348877 (2.2874954319000245) | > loss_1: 32.022483825683594 (32.95374328613281)  --> STEP: 26 | > loss_disc: 2.3632540702819824 (2.401138039735647) | > loss_disc_real_0: 0.08663393557071686 (0.1006217199162795) | > loss_disc_real_1: 0.0912240594625473 (0.152708809536237) | > loss_disc_real_2: 0.15412257611751556 (0.20618745799248034) | > loss_disc_real_3: 0.09053866565227509 (0.22224201749150568) | > loss_disc_real_4: 0.09786511957645416 (0.2250645481623136) | > loss_disc_real_5: 0.16022305190563202 (0.23855189979076385) | > loss_0: 2.3632540702819824 (2.401138039735647) | > loss_gen: 1.6331899166107178 (2.1766428947448726) | > loss_kl: 1.8891313076019287 (2.4064522706545315) | > loss_feat: 14.986058235168457 (7.121519583922166) | > loss_mel: 22.36536979675293 (19.354229486905613) | > loss_duration: 2.2667267322540283 (2.2866966357597938) | > loss_1: 43.14047622680664 (33.34554070692796) --> EVAL PERFORMANCE | > avg_loader_time: 0.002350312012892503 (+7.378138028658367e-05) | > avg_loss_disc: 2.401138039735647 (+0.018617804233844293) | > avg_loss_disc_real_0: 0.1006217199162795 (-0.08949836558447435) | > avg_loss_disc_real_1: 0.152708809536237 (-0.05934468656778333) | > avg_loss_disc_real_2: 0.20618745799248034 (-0.04058385124573352) | > avg_loss_disc_real_3: 0.22224201749150568 (-0.05594912715829342) | > avg_loss_disc_real_4: 0.2250645481623136 (-0.06818662297267178) | > avg_loss_disc_real_5: 0.23855189979076385 (-0.024119475140021274) | > avg_loss_0: 2.401138039735647 (+0.018617804233844293) | > avg_loss_gen: 2.1766428947448726 (-0.784357987917387) | > avg_loss_kl: 2.4064522706545315 (+0.05962005486855082) | > avg_loss_feat: 7.121519583922166 (-0.13283898280217077) | > avg_loss_mel: 19.354229486905613 (+0.7983298301696777) | > avg_loss_duration: 2.2866966357597938 (+0.00027202642880963523) | > avg_loss_1: 33.34554070692796 (-0.05897551316481042)  > EPOCH: 253/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:03:48)   --> TIME: 2024-06-11 02:03:53 -- STEP: 9/330 -- GLOBAL_STEP: 171500 | > loss_disc: 2.3632874488830566 (2.308633459938897) | > loss_disc_real_0: 0.07802531123161316 (0.10687664316760169) | > loss_disc_real_1: 0.2361105978488922 (0.20967810849348703) | > loss_disc_real_2: 0.2001960724592209 (0.21033856769402823) | > loss_disc_real_3: 0.26861271262168884 (0.23364910814497206) | > loss_disc_real_4: 0.23496241867542267 (0.22283552255895403) | > loss_disc_real_5: 0.2313285768032074 (0.21966288652684954) | > loss_0: 2.3632874488830566 (2.308633459938897) | > grad_norm_0: tensor(6.8620, device='cuda:0') (tensor(8.1115, device='cuda:0')) | > loss_gen: 2.52289080619812 (2.5020543999142117) | > loss_kl: 1.6698498725891113 (1.7168348100450304) | > loss_feat: 6.78294038772583 (6.765483220418294) | > loss_mel: 18.63364601135254 (19.092914157443577) | > loss_duration: 2.1410937309265137 (2.223214944203695) | > loss_1: 31.75042152404785 (32.30050150553385) | > grad_norm_1: tensor(55.1316, device='cuda:0') (tensor(78.1239, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3465 (0.34166842036777073) | > loader_time: 0.0033 (0.0030356248219807944) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_171500.pth  --> TIME: 2024-06-11 02:04:06 -- STEP: 34/330 -- GLOBAL_STEP: 171525 | > loss_disc: 2.3140552043914795 (2.3131266692105457) | > loss_disc_real_0: 0.0825459361076355 (0.10684047354494824) | > loss_disc_real_1: 0.22137442231178284 (0.20454537298749476) | > loss_disc_real_2: 0.23115985095500946 (0.2160454339840833) | > loss_disc_real_3: 0.215706467628479 (0.22518875143107245) | > loss_disc_real_4: 0.2008199840784073 (0.21907669305801392) | > loss_disc_real_5: 0.1664084941148758 (0.2148496109773131) | > loss_0: 2.3140552043914795 (2.3131266692105457) | > grad_norm_0: tensor(21.8140, device='cuda:0') (tensor(13.9404, device='cuda:0')) | > loss_gen: 2.6644845008850098 (2.548723354059107) | > loss_kl: 1.9893895387649536 (1.805375740808599) | > loss_feat: 7.515574932098389 (7.202306761461146) | > loss_mel: 18.989599227905273 (19.017355077406936) | > loss_duration: 2.0727744102478027 (2.1013569901971265) | > loss_1: 33.2318229675293 (32.67511782926672) | > grad_norm_1: tensor(337.9419, device='cuda:0') (tensor(139.6783, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3367 (0.35089487188002644) | > loader_time: 0.0032 (0.0031931330175960764)  --> TIME: 2024-06-11 02:04:15 -- STEP: 59/330 -- GLOBAL_STEP: 171550 | > loss_disc: 2.3579113483428955 (2.3111278808723066) | > loss_disc_real_0: 0.1296713948249817 (0.1102367350358074) | > loss_disc_real_1: 0.18722853064537048 (0.20359342608411432) | > loss_disc_real_2: 0.21518893539905548 (0.2131658211603003) | > loss_disc_real_3: 0.2448573261499405 (0.2273535379918955) | > loss_disc_real_4: 0.2351783663034439 (0.22256977452059923) | > loss_disc_real_5: 0.21743638813495636 (0.2141903929286084) | > loss_0: 2.3579113483428955 (2.3111278808723066) | > grad_norm_0: tensor(10.5862, device='cuda:0') (tensor(14.8159, device='cuda:0')) | > loss_gen: 2.448024034500122 (2.54311769291506) | > loss_kl: 1.6674691438674927 (1.7862138000585266) | > loss_feat: 7.005401611328125 (7.251209994493904) | > loss_mel: 18.148479461669922 (18.994028964285125) | > loss_duration: 2.0000534057617188 (2.0686029175580556) | > loss_1: 31.269428253173828 (32.64317312078961) | > grad_norm_1: tensor(289.1893, device='cuda:0') (tensor(158.9184, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3442 (0.3516325465703415) | > loader_time: 0.0035 (0.0033415535749015163)  --> TIME: 2024-06-11 02:04:24 -- STEP: 84/330 -- GLOBAL_STEP: 171575 | > loss_disc: 2.286628246307373 (2.3124556569826034) | > loss_disc_real_0: 0.12766391038894653 (0.110318593769556) | > loss_disc_real_1: 0.1902645081281662 (0.20143525337889082) | > loss_disc_real_2: 0.23251980543136597 (0.21414625609204882) | > loss_disc_real_3: 0.20273315906524658 (0.22683188106332505) | > loss_disc_real_4: 0.22820493578910828 (0.22217041236304103) | > loss_disc_real_5: 0.23332473635673523 (0.21380203004394258) | > loss_0: 2.286628246307373 (2.3124556569826034) | > grad_norm_0: tensor(9.0002, device='cuda:0') (tensor(14.7596, device='cuda:0')) | > loss_gen: 2.6404244899749756 (2.5388227332205995) | > loss_kl: 1.6647697687149048 (1.781805543672471) | > loss_feat: 6.994625091552734 (7.299574068614414) | > loss_mel: 18.803972244262695 (18.958353405907044) | > loss_duration: 2.1258835792541504 (2.056394927558445) | > loss_1: 32.22967529296875 (32.6349504334586) | > grad_norm_1: tensor(93.7720, device='cuda:0') (tensor(175.8916, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3705 (0.355085673786345) | > loader_time: 0.0039 (0.0035463032268342517)  --> TIME: 2024-06-11 02:04:34 -- STEP: 109/330 -- GLOBAL_STEP: 171600 | > loss_disc: 2.189051389694214 (2.316983268895282) | > loss_disc_real_0: 0.12011741101741791 (0.11214956497653909) | > loss_disc_real_1: 0.18665853142738342 (0.2005255137561658) | > loss_disc_real_2: 0.1886066496372223 (0.21500063393640956) | > loss_disc_real_3: 0.23242591321468353 (0.22771367922835395) | > loss_disc_real_4: 0.18578162789344788 (0.22302424853001165) | > loss_disc_real_5: 0.18262703716754913 (0.2150383703752395) | > loss_0: 2.189051389694214 (2.316983268895282) | > grad_norm_0: tensor(19.0677, device='cuda:0') (tensor(14.5665, device='cuda:0')) | > loss_gen: 2.466661214828491 (2.5282297528118165) | > loss_kl: 2.0337629318237305 (1.7897837391687095) | > loss_feat: 7.697284698486328 (7.268554197538883) | > loss_mel: 18.682598114013672 (18.948556620046634) | > loss_duration: 1.9962961673736572 (2.0547254916724813) | > loss_1: 32.87660598754883 (32.58984964703199) | > grad_norm_1: tensor(412.6897, device='cuda:0') (tensor(176.3432, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3679 (0.360842925692917) | > loader_time: 0.0041 (0.0036519295578702872)  --> TIME: 2024-06-11 02:04:44 -- STEP: 134/330 -- GLOBAL_STEP: 171625 | > loss_disc: 2.285923719406128 (2.311357540870781) | > loss_disc_real_0: 0.09621703624725342 (0.11280123138828065) | > loss_disc_real_1: 0.2044408768415451 (0.1999941181335876) | > loss_disc_real_2: 0.24137677252292633 (0.2140122385167364) | > loss_disc_real_3: 0.2068576216697693 (0.22678483199717395) | > loss_disc_real_4: 0.17842023074626923 (0.22178033172194636) | > loss_disc_real_5: 0.1814858317375183 (0.21395199745893478) | > loss_0: 2.285923719406128 (2.311357540870781) | > grad_norm_0: tensor(15.0818, device='cuda:0') (tensor(15.0223, device='cuda:0')) | > loss_gen: 2.6901566982269287 (2.5389198224935954) | > loss_kl: 1.7355709075927734 (1.791828773804565) | > loss_feat: 8.54266357421875 (7.313234510706432) | > loss_mel: 19.1147518157959 (18.962233401056547) | > loss_duration: 2.0587048530578613 (2.0561276629789553) | > loss_1: 34.141845703125 (32.66234402158366) | > grad_norm_1: tensor(273.2989, device='cuda:0') (tensor(185.3102, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3858 (0.3642417370383419) | > loader_time: 0.0048 (0.003778904231626596)  --> TIME: 2024-06-11 02:04:53 -- STEP: 159/330 -- GLOBAL_STEP: 171650 | > loss_disc: 2.3385517597198486 (2.3206512972993676) | > loss_disc_real_0: 0.15055915713310242 (0.1140535740451243) | > loss_disc_real_1: 0.16299092769622803 (0.20021815954139408) | > loss_disc_real_2: 0.22122003138065338 (0.21557549448133265) | > loss_disc_real_3: 0.239847794175148 (0.22725579658019468) | > loss_disc_real_4: 0.22685247659683228 (0.22231007390802013) | > loss_disc_real_5: 0.21232877671718597 (0.21495883251136205) | > loss_0: 2.3385517597198486 (2.3206512972993676) | > grad_norm_0: tensor(74.0596, device='cuda:0') (tensor(16.7722, device='cuda:0')) | > loss_gen: 2.6445579528808594 (2.5395661300083368) | > loss_kl: 1.8237897157669067 (1.7964990783787373) | > loss_feat: 7.488934516906738 (7.301458889583372) | > loss_mel: 18.946605682373047 (18.951895455894224) | > loss_duration: 2.049058675765991 (2.0580447657303242) | > loss_1: 32.952945709228516 (32.647464188389804) | > grad_norm_1: tensor(161.0988, device='cuda:0') (tensor(196.6177, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3626 (0.36672716020788043) | > loader_time: 0.0042 (0.0038732867570793104)  --> TIME: 2024-06-11 02:05:03 -- STEP: 184/330 -- GLOBAL_STEP: 171675 | > loss_disc: 2.466322898864746 (2.326857542214187) | > loss_disc_real_0: 0.09592202305793762 (0.11563379315497435) | > loss_disc_real_1: 0.268709272146225 (0.20059970207512387) | > loss_disc_real_2: 0.2540818154811859 (0.21555777914498164) | > loss_disc_real_3: 0.24446995556354523 (0.22732495249289533) | > loss_disc_real_4: 0.24285082519054413 (0.22339109906359858) | > loss_disc_real_5: 0.26763105392456055 (0.2159687638606714) | > loss_0: 2.466322898864746 (2.326857542214187) | > grad_norm_0: tensor(45.0570, device='cuda:0') (tensor(19.6775, device='cuda:0')) | > loss_gen: 2.3614156246185303 (2.5472647120123297) | > loss_kl: 1.6502872705459595 (1.7996461877356404) | > loss_feat: 6.849425792694092 (7.318399045778357) | > loss_mel: 17.524215698242188 (18.902307417081737) | > loss_duration: 2.088275909423828 (2.063378100161968) | > loss_1: 30.473621368408203 (32.63099538761637) | > grad_norm_1: tensor(298.3949, device='cuda:0') (tensor(221.3451, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.4122 (0.3701621462469515) | > loader_time: 0.0053 (0.0039984855962836244)  --> TIME: 2024-06-11 02:05:13 -- STEP: 209/330 -- GLOBAL_STEP: 171700 | > loss_disc: 2.280008554458618 (2.320453512611572) | > loss_disc_real_0: 0.13212603330612183 (0.11622879320853635) | > loss_disc_real_1: 0.1569020003080368 (0.20002921909521648) | > loss_disc_real_2: 0.2235715389251709 (0.21481786190607902) | > loss_disc_real_3: 0.2351440042257309 (0.22705133786897339) | > loss_disc_real_4: 0.24339571595191956 (0.22307052003424704) | > loss_disc_real_5: 0.2270335704088211 (0.21576777478439385) | > loss_0: 2.280008554458618 (2.320453512611572) | > grad_norm_0: tensor(47.7271, device='cuda:0') (tensor(22.0122, device='cuda:0')) | > loss_gen: 2.6864817142486572 (2.5592839660827025) | > loss_kl: 1.8684331178665161 (1.8070070401333165) | > loss_feat: 8.26453971862793 (7.358852062499124) | > loss_mel: 19.35294532775879 (18.867177890248247) | > loss_duration: 2.1299242973327637 (2.0700232201215774) | > loss_1: 34.30232620239258 (32.662344106646835) | > grad_norm_1: tensor(546.7042, device='cuda:0') (tensor(238.7573, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.3906 (0.37334504081872083) | > loader_time: 0.0051 (0.004137494347312236)  --> TIME: 2024-06-11 02:05:24 -- STEP: 234/330 -- GLOBAL_STEP: 171725 | > loss_disc: 2.341909646987915 (2.3219079655459813) | > loss_disc_real_0: 0.1363745629787445 (0.11817492861459908) | > loss_disc_real_1: 0.187229722738266 (0.20005613928421956) | > loss_disc_real_2: 0.22833918035030365 (0.214710244956689) | > loss_disc_real_3: 0.22864660620689392 (0.22669881760564625) | > loss_disc_real_4: 0.20499195158481598 (0.22443349481138408) | > loss_disc_real_5: 0.21759481728076935 (0.21583521124134716) | > loss_0: 2.341909646987915 (2.3219079655459813) | > grad_norm_0: tensor(25.5229, device='cuda:0') (tensor(22.3272, device='cuda:0')) | > loss_gen: 2.428764581680298 (2.556047750334452) | > loss_kl: 1.7049739360809326 (1.8073782233091502) | > loss_feat: 6.6163105964660645 (7.344664954731607) | > loss_mel: 18.34223175048828 (18.815607828971643) | > loss_duration: 2.155040740966797 (2.077006951865988) | > loss_1: 31.24732208251953 (32.600705635853316) | > grad_norm_1: tensor(80.5869, device='cuda:0') (tensor(243.8734, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.4325 (0.3772809352630223) | > loader_time: 0.0056 (0.004279184545207229)  --> TIME: 2024-06-11 02:05:35 -- STEP: 259/330 -- GLOBAL_STEP: 171750 | > loss_disc: 2.384962797164917 (2.324739067710966) | > loss_disc_real_0: 0.0843828022480011 (0.1187177911602162) | > loss_disc_real_1: 0.24286913871765137 (0.20037232184041887) | > loss_disc_real_2: 0.2114444375038147 (0.21467425780636923) | > loss_disc_real_3: 0.24450038373470306 (0.226877188245302) | > loss_disc_real_4: 0.22054599225521088 (0.2245912752096257) | > loss_disc_real_5: 0.22017957270145416 (0.21599458485956818) | > loss_0: 2.384962797164917 (2.324739067710966) | > grad_norm_0: tensor(32.3557, device='cuda:0') (tensor(23.4775, device='cuda:0')) | > loss_gen: 2.539836883544922 (2.553889452260431) | > loss_kl: 1.7464452981948853 (1.804832327780116) | > loss_feat: 7.501879692077637 (7.340250606242294) | > loss_mel: 19.00267791748047 (18.783346235061682) | > loss_duration: 2.1674211025238037 (2.0835016772553736) | > loss_1: 32.95825958251953 (32.565820193198654) | > grad_norm_1: tensor(548.8099, device='cuda:0') (tensor(260.6291, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.4271 (0.381977654792167) | > loader_time: 0.0061 (0.004419740102466011)  --> TIME: 2024-06-11 02:05:46 -- STEP: 284/330 -- GLOBAL_STEP: 171775 | > loss_disc: 2.44616436958313 (2.326228835213353) | > loss_disc_real_0: 0.27028053998947144 (0.1198981326781738) | > loss_disc_real_1: 0.21173860132694244 (0.20062527653407047) | > loss_disc_real_2: 0.19849662482738495 (0.2146091342601978) | > loss_disc_real_3: 0.21483168005943298 (0.22666196923860363) | > loss_disc_real_4: 0.2465110570192337 (0.2242944925288919) | > loss_disc_real_5: 0.21071884036064148 (0.2157211426488111) | > loss_0: 2.44616436958313 (2.326228835213353) | > grad_norm_0: tensor(139.9509, device='cuda:0') (tensor(25.5966, device='cuda:0')) | > loss_gen: 2.660917282104492 (2.5552543762704) | > loss_kl: 1.8425604104995728 (1.8058772628575983) | > loss_feat: 7.720141887664795 (7.348508222002377) | > loss_mel: 18.751516342163086 (18.74011015556226) | > loss_duration: 2.17850399017334 (2.091958336007428) | > loss_1: 33.15364074707031 (32.541708220898265) | > grad_norm_1: tensor(481.6767, device='cuda:0') (tensor(274.5752, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.4466 (0.386964264050336) | > loader_time: 0.0063 (0.004573771651362031)  --> TIME: 2024-06-11 02:05:58 -- STEP: 309/330 -- GLOBAL_STEP: 171800 | > loss_disc: 2.4611239433288574 (2.3278595683644125) | > loss_disc_real_0: 0.10180409997701645 (0.12057438086489258) | > loss_disc_real_1: 0.2542160749435425 (0.20103855609508015) | > loss_disc_real_2: 0.221073180437088 (0.21448286533548608) | > loss_disc_real_3: 0.23690582811832428 (0.22663098322920816) | > loss_disc_real_4: 0.20612072944641113 (0.22433277660781897) | > loss_disc_real_5: 0.2179020196199417 (0.21578224475908434) | > loss_0: 2.4611239433288574 (2.3278595683644125) | > grad_norm_0: tensor(31.2488, device='cuda:0') (tensor(27.5120, device='cuda:0')) | > loss_gen: 2.5237934589385986 (2.5567788267598552) | > loss_kl: 1.8144938945770264 (1.8093204968955525) | > loss_feat: 7.595137596130371 (7.373951172751514) | > loss_mel: 18.247520446777344 (18.704328240700114) | > loss_duration: 2.2591755390167236 (2.1025797144108997) | > loss_1: 32.440120697021484 (32.54695832459288) | > grad_norm_1: tensor(438.1735, device='cuda:0') (tensor(284.4714, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.5108 (0.39433668963731683) | > loader_time: 0.0074 (0.0047537323726419495)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.444552421569824 (2.444552421569824) | > loss_disc_real_0: 0.10448212921619415 (0.10448212921619415) | > loss_disc_real_1: 0.25438976287841797 (0.25438976287841797) | > loss_disc_real_2: 0.21510693430900574 (0.21510693430900574) | > loss_disc_real_3: 0.24745705723762512 (0.24745705723762512) | > loss_disc_real_4: 0.25322824716567993 (0.25322824716567993) | > loss_disc_real_5: 0.24601899087429047 (0.24601899087429047) | > loss_0: 2.444552421569824 (2.444552421569824) | > loss_gen: 2.225187063217163 (2.225187063217163) | > loss_kl: 1.7445573806762695 (1.7445573806762695) | > loss_feat: 5.70020055770874 (5.70020055770874) | > loss_mel: 16.988460540771484 (16.988460540771484) | > loss_duration: 2.8623111248016357 (2.8623111248016357) | > loss_1: 29.520715713500977 (29.520715713500977)  --> STEP: 1 | > loss_disc: 2.2474231719970703 (2.2474231719970703) | > loss_disc_real_0: 0.10105173289775848 (0.10105173289775848) | > loss_disc_real_1: 0.21392673254013062 (0.21392673254013062) | > loss_disc_real_2: 0.18764786422252655 (0.18764786422252655) | > loss_disc_real_3: 0.24255746603012085 (0.24255746603012085) | > loss_disc_real_4: 0.23826593160629272 (0.23826593160629272) | > loss_disc_real_5: 0.283856600522995 (0.283856600522995) | > loss_0: 2.2474231719970703 (2.2474231719970703) | > loss_gen: 2.583183765411377 (2.583183765411377) | > loss_kl: 2.947871446609497 (2.947871446609497) | > loss_feat: 5.565726280212402 (5.565726280212402) | > loss_mel: 19.907140731811523 (19.907140731811523) | > loss_duration: 2.279481887817383 (2.279481887817383) | > loss_1: 33.28340148925781 (33.28340148925781)  --> STEP: 2 | > loss_disc: 2.591892957687378 (2.419658064842224) | > loss_disc_real_0: 0.14485138654708862 (0.12295155972242355) | > loss_disc_real_1: 0.2072029560804367 (0.21056484431028366) | > loss_disc_real_2: 0.2327824980020523 (0.21021518111228943) | > loss_disc_real_3: 0.2592466473579407 (0.25090205669403076) | > loss_disc_real_4: 0.34961825609207153 (0.29394209384918213) | > loss_disc_real_5: 0.3755280077457428 (0.3296923041343689) | > loss_0: 2.591892957687378 (2.419658064842224) | > loss_gen: 2.516911029815674 (2.5500473976135254) | > loss_kl: 1.6351335048675537 (2.2915024757385254) | > loss_feat: 5.711543083190918 (5.63863468170166) | > loss_mel: 19.868059158325195 (19.88759994506836) | > loss_duration: 2.4554967880249023 (2.3674893379211426) | > loss_1: 32.1871452331543 (32.735273361206055)  --> STEP: 3 | > loss_disc: 2.263714075088501 (2.3676767349243164) | > loss_disc_real_0: 0.18690626323223114 (0.14426979422569275) | > loss_disc_real_1: 0.23061801493167877 (0.21724923451741537) | > loss_disc_real_2: 0.19274578988552094 (0.2043920507033666) | > loss_disc_real_3: 0.24490487575531006 (0.24890299638112387) | > loss_disc_real_4: 0.27154871821403503 (0.2864776353041331) | > loss_disc_real_5: 0.1990250200033188 (0.2861365427573522) | > loss_0: 2.263714075088501 (2.3676767349243164) | > loss_gen: 2.6519064903259277 (2.5840004285176597) | > loss_kl: 3.0218143463134766 (2.534939765930176) | > loss_feat: 6.829817295074463 (6.035695552825928) | > loss_mel: 18.76409339904785 (19.513097763061523) | > loss_duration: 2.228914737701416 (2.321297804514567) | > loss_1: 33.49654769897461 (32.98903147379557)  --> STEP: 4 | > loss_disc: 2.2717044353485107 (2.343683660030365) | > loss_disc_real_0: 0.14623823761940002 (0.14476190507411957) | > loss_disc_real_1: 0.22084462642669678 (0.21814808249473572) | > loss_disc_real_2: 0.1699526160955429 (0.19578219205141068) | > loss_disc_real_3: 0.2589046359062195 (0.25140340626239777) | > loss_disc_real_4: 0.30707186460494995 (0.2916261926293373) | > loss_disc_real_5: 0.29157957434654236 (0.28749730065464973) | > loss_0: 2.2717044353485107 (2.343683660030365) | > loss_gen: 2.7948362827301025 (2.6367093920707703) | > loss_kl: 2.8241703510284424 (2.6072474122047424) | > loss_feat: 6.971443176269531 (6.269632458686829) | > loss_mel: 18.93721580505371 (19.36912727355957) | > loss_duration: 2.276599645614624 (2.3101232647895813) | > loss_1: 33.804264068603516 (33.19283962249756)  --> STEP: 5 | > loss_disc: 2.2505061626434326 (2.3250481605529787) | > loss_disc_real_0: 0.12000398337841034 (0.13981032073497773) | > loss_disc_real_1: 0.24502089619636536 (0.22352264523506166) | > loss_disc_real_2: 0.2578907907009125 (0.20820391178131104) | > loss_disc_real_3: 0.205320343375206 (0.2421867936849594) | > loss_disc_real_4: 0.2472463846206665 (0.28275023102760316) | > loss_disc_real_5: 0.19823960959911346 (0.2696457624435425) | > loss_0: 2.2505061626434326 (2.3250481605529787) | > loss_gen: 2.532764196395874 (2.615920352935791) | > loss_kl: 2.5281662940979004 (2.591431188583374) | > loss_feat: 6.00875186920166 (6.217456340789795) | > loss_mel: 19.84404754638672 (19.464111328125) | > loss_duration: 2.3012473583221436 (2.3083480834960937) | > loss_1: 33.2149772644043 (33.19726715087891)  --> STEP: 6 | > loss_disc: 2.349992275238037 (2.3292055130004883) | > loss_disc_real_0: 0.09879432618618011 (0.13297432164351145) | > loss_disc_real_1: 0.18349502980709076 (0.2168513759970665) | > loss_disc_real_2: 0.18153171241283417 (0.20375854521989822) | > loss_disc_real_3: 0.20106041431427002 (0.23533239712317786) | > loss_disc_real_4: 0.25683775544166565 (0.2784314850966136) | > loss_disc_real_5: 0.22781193256378174 (0.26267345746358234) | > loss_0: 2.349992275238037 (2.3292055130004883) | > loss_gen: 2.1829004287719727 (2.5437503655751548) | > loss_kl: 2.3822193145751953 (2.5565625429153442) | > loss_feat: 5.7730326652526855 (6.143385728200276) | > loss_mel: 16.963945388793945 (19.047417004903156) | > loss_duration: 2.1190991401672363 (2.276806592941284) | > loss_1: 29.42119598388672 (32.56792195638021)  --> STEP: 7 | > loss_disc: 2.4278807640075684 (2.343301977430071) | > loss_disc_real_0: 0.10203900933265686 (0.12855499131338938) | > loss_disc_real_1: 0.2559085488319397 (0.22243097211633409) | > loss_disc_real_2: 0.2422599494457245 (0.2092587458235877) | > loss_disc_real_3: 0.2632973790168762 (0.23932739453656332) | > loss_disc_real_4: 0.2097131758928299 (0.2686145837817873) | > loss_disc_real_5: 0.20552711188793182 (0.254509693809918) | > loss_0: 2.4278807640075684 (2.343301977430071) | > loss_gen: 2.660684823989868 (2.560455288205828) | > loss_kl: 3.262965440750122 (2.657477242606027) | > loss_feat: 8.01355266571045 (6.410552433558872) | > loss_mel: 18.4432373046875 (18.961105619158065) | > loss_duration: 2.424964427947998 (2.2979719979422435) | > loss_1: 34.80540466308594 (32.88756234305246)  --> STEP: 8 | > loss_disc: 2.1810152530670166 (2.3230161368846893) | > loss_disc_real_0: 0.14450109004974365 (0.13054825365543365) | > loss_disc_real_1: 0.18314459919929504 (0.21752017550170422) | > loss_disc_real_2: 0.13706059753894806 (0.20023397728800774) | > loss_disc_real_3: 0.17351198196411133 (0.23110046796500683) | > loss_disc_real_4: 0.2211896777153015 (0.2626864705234766) | > loss_disc_real_5: 0.1837347149848938 (0.24566282145678997) | > loss_0: 2.1810152530670166 (2.3230161368846893) | > loss_gen: 2.633561134338379 (2.569593518972397) | > loss_kl: 1.9451814889907837 (2.5684402734041214) | > loss_feat: 9.74284839630127 (6.827089428901672) | > loss_mel: 19.539905548095703 (19.03345561027527) | > loss_duration: 2.2000463008880615 (2.2857312858104706) | > loss_1: 36.06154251098633 (33.28430986404419)  --> STEP: 9 | > loss_disc: 2.4963793754577637 (2.3422787189483643) | > loss_disc_real_0: 0.22151072323322296 (0.14065519471963248) | > loss_disc_real_1: 0.18892212212085724 (0.21434261401494345) | > loss_disc_real_2: 0.20956291258335114 (0.201270525654157) | > loss_disc_real_3: 0.18957485258579254 (0.22648651070064968) | > loss_disc_real_4: 0.21734410524368286 (0.25764842993683285) | > loss_disc_real_5: 0.24944224953651428 (0.24608275791009268) | > loss_0: 2.4963793754577637 (2.3422787189483643) | > loss_gen: 2.5380890369415283 (2.566093020968967) | > loss_kl: 2.2423343658447266 (2.5322062836752997) | > loss_feat: 10.604837417602539 (7.246839205423991) | > loss_mel: 20.47584342956543 (19.19372092352973) | > loss_duration: 2.118623733520508 (2.267163780000475) | > loss_1: 37.97972869873047 (33.806023067898224)  --> STEP: 10 | > loss_disc: 2.4096198081970215 (2.34901282787323) | > loss_disc_real_0: 0.09793175756931305 (0.1363828510046005) | > loss_disc_real_1: 0.2730502188205719 (0.2202133744955063) | > loss_disc_real_2: 0.24377454817295074 (0.20552092790603638) | > loss_disc_real_3: 0.26321154832839966 (0.23015901446342468) | > loss_disc_real_4: 0.27553871273994446 (0.25943745821714403) | > loss_disc_real_5: 0.24933606386184692 (0.2464080885052681) | > loss_0: 2.4096198081970215 (2.34901282787323) | > loss_gen: 2.4822394847869873 (2.557707667350769) | > loss_kl: 2.2602548599243164 (2.5050111413002014) | > loss_feat: 5.068265914916992 (7.028981876373291) | > loss_mel: 16.23297882080078 (18.897646713256837) | > loss_duration: 2.2741003036499023 (2.2678574323654175) | > loss_1: 28.317840576171875 (33.25720481872558)  --> STEP: 11 | > loss_disc: 2.3257594108581543 (2.3468988808718594) | > loss_disc_real_0: 0.1618526428937912 (0.1386982866308906) | > loss_disc_real_1: 0.2030806690454483 (0.2186558558182283) | > loss_disc_real_2: 0.24945403635501862 (0.20951484685594385) | > loss_disc_real_3: 0.2670023441314697 (0.2335084080696106) | > loss_disc_real_4: 0.2726219892501831 (0.2606360519474203) | > loss_disc_real_5: 0.22210612893104553 (0.24419881945306604) | > loss_0: 2.3257594108581543 (2.3468988808718594) | > loss_gen: 2.7501566410064697 (2.5752030285921963) | > loss_kl: 2.9470067024230957 (2.5451925559477373) | > loss_feat: 7.434571743011475 (7.065853682431308) | > loss_mel: 19.214340209960938 (18.926437031139027) | > loss_duration: 2.4151651859283447 (2.2812490463256836) | > loss_1: 34.7612419128418 (33.39393546364524)  --> STEP: 12 | > loss_disc: 2.2508575916290283 (2.3388954401016235) | > loss_disc_real_0: 0.09542551636695862 (0.1350922224422296) | > loss_disc_real_1: 0.1286771297454834 (0.21115762864549956) | > loss_disc_real_2: 0.21495766937732697 (0.20996841539939246) | > loss_disc_real_3: 0.24362866580486298 (0.23435176288088164) | > loss_disc_real_4: 0.24187180399894714 (0.25907236461838085) | > loss_disc_real_5: 0.2069844901561737 (0.24109762534499168) | > loss_0: 2.2508575916290283 (2.3388954401016235) | > loss_gen: 2.247802734375 (2.547919670740763) | > loss_kl: 2.130962610244751 (2.510673393805822) | > loss_feat: 6.027730941772461 (6.979343454043071) | > loss_mel: 20.01067352294922 (19.01679007212321) | > loss_duration: 2.2008955478668213 (2.2745529214541116) | > loss_1: 32.618064880371094 (33.32927958170573)  --> STEP: 13 | > loss_disc: 2.3491086959838867 (2.33968107516949) | > loss_disc_real_0: 0.11665790528059006 (0.13367419804518038) | > loss_disc_real_1: 0.26708364486694336 (0.21545962989330292) | > loss_disc_real_2: 0.16943790018558502 (0.2068506834598688) | > loss_disc_real_3: 0.28244900703430176 (0.23805155089268318) | > loss_disc_real_4: 0.24555054306983948 (0.2580322244992623) | > loss_disc_real_5: 0.16208425164222717 (0.2350196735217021) | > loss_0: 2.3491086959838867 (2.33968107516949) | > loss_gen: 2.3782002925872803 (2.5348643339597263) | > loss_kl: 2.4887351989746094 (2.508985840357267) | > loss_feat: 6.603003025054932 (6.950394190274752) | > loss_mel: 18.67169189453125 (18.990244058462288) | > loss_duration: 2.209372043609619 (2.269539007773766) | > loss_1: 32.35100173950195 (33.25402743999775)  --> STEP: 14 | > loss_disc: 2.2225708961486816 (2.3313160623822893) | > loss_disc_real_0: 0.1508568823337555 (0.13490153263722146) | > loss_disc_real_1: 0.1923225373029709 (0.2138069804225649) | > loss_disc_real_2: 0.15342360734939575 (0.20303446373769216) | > loss_disc_real_3: 0.21178379654884338 (0.23617528272526606) | > loss_disc_real_4: 0.310548335313797 (0.261783375271729) | > loss_disc_real_5: 0.25928395986557007 (0.2367528368319784) | > loss_0: 2.2225708961486816 (2.3313160623822893) | > loss_gen: 2.7604570388793945 (2.5509780985968455) | > loss_kl: 2.9332432746887207 (2.5392899428095137) | > loss_feat: 6.948290824890137 (6.950243949890137) | > loss_mel: 20.363393783569336 (19.08832618168422) | > loss_duration: 2.3364155292510986 (2.274315902165004) | > loss_1: 35.341800689697266 (33.40315410069057)  --> STEP: 15 | > loss_disc: 2.2682836055755615 (2.327113898595174) | > loss_disc_real_0: 0.15461644530296326 (0.13621586014827092) | > loss_disc_real_1: 0.1908668577671051 (0.21227763891220092) | > loss_disc_real_2: 0.19584189355373383 (0.20255495905876159) | > loss_disc_real_3: 0.19184894859790802 (0.2332201937834422) | > loss_disc_real_4: 0.17948786914348602 (0.2562970081965128) | > loss_disc_real_5: 0.24459874629974365 (0.23727589746316274) | > loss_0: 2.2682836055755615 (2.327113898595174) | > loss_gen: 2.651937246322632 (2.5577087084452312) | > loss_kl: 2.492738723754883 (2.5361865282058718) | > loss_feat: 10.438851356506348 (7.182817776997884) | > loss_mel: 19.348236083984375 (19.105653508504233) | > loss_duration: 2.2720868587493896 (2.27416729927063) | > loss_1: 37.20384979248047 (33.656533813476564)  --> STEP: 16 | > loss_disc: 2.746330499649048 (2.3533149361610413) | > loss_disc_real_0: 0.23295019567012787 (0.14226175611838698) | > loss_disc_real_1: 0.1878049075603485 (0.21074809320271015) | > loss_disc_real_2: 0.23298746347427368 (0.2044569905847311) | > loss_disc_real_3: 0.3249916136264801 (0.23895590752363205) | > loss_disc_real_4: 0.3433096408843994 (0.2617352977395057) | > loss_disc_real_5: 0.29077011346817017 (0.2406192859634757) | > loss_0: 2.746330499649048 (2.3533149361610413) | > loss_gen: 2.362342119216919 (2.5454982966184616) | > loss_kl: 2.5401721000671387 (2.5364356264472008) | > loss_feat: 6.847321033477783 (7.161849230527878) | > loss_mel: 15.908345222473145 (18.90582174062729) | > loss_duration: 2.405905246734619 (2.282400920987129) | > loss_1: 30.064085006713867 (33.432005763053894)  --> STEP: 17 | > loss_disc: 2.335547924041748 (2.352269817801083) | > loss_disc_real_0: 0.16921252012252808 (0.14384709517745412) | > loss_disc_real_1: 0.25683435797691345 (0.21345904995413387) | > loss_disc_real_2: 0.23432235419750214 (0.20621377667959997) | > loss_disc_real_3: 0.3241513967514038 (0.24396740688997157) | > loss_disc_real_4: 0.28086742758750916 (0.26286071714232945) | > loss_disc_real_5: 0.2296529859304428 (0.23997420949094436) | > loss_0: 2.335547924041748 (2.352269817801083) | > loss_gen: 2.822244882583618 (2.5617775075575886) | > loss_kl: 1.6675677299499512 (2.485325750182657) | > loss_feat: 5.7117462158203125 (7.076549053192139) | > loss_mel: 18.340404510498047 (18.872561903560864) | > loss_duration: 2.4192137718200684 (2.290448735742008) | > loss_1: 30.961177825927734 (33.28666294322294)  --> STEP: 18 | > loss_disc: 2.3143982887268066 (2.350165843963623) | > loss_disc_real_0: 0.05495918542146683 (0.13890887796878815) | > loss_disc_real_1: 0.14182280004024506 (0.20947925829225117) | > loss_disc_real_2: 0.23841387033462524 (0.20800267077154583) | > loss_disc_real_3: 0.20574523508548737 (0.24184395290083355) | > loss_disc_real_4: 0.2905730605125427 (0.264400291774008) | > loss_disc_real_5: 0.25960636138916016 (0.2410648845964008) | > loss_0: 2.3143982887268066 (2.350165843963623) | > loss_gen: 2.558701515197754 (2.561606619093153) | > loss_kl: 2.312284469604492 (2.475712345706092) | > loss_feat: 8.970388412475586 (7.181762350930108) | > loss_mel: 20.148500442504883 (18.94344737794664) | > loss_duration: 2.2235121726989746 (2.2867300377951727) | > loss_1: 36.21338653564453 (33.449258698357475)  --> STEP: 19 | > 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loss_disc_real_2: 0.20000450313091278 (0.21003582775592805) | > loss_disc_real_3: 0.23768925666809082 (0.24455130770802497) | > loss_disc_real_4: 0.27299273014068604 (0.2675626069307327) | > loss_disc_real_5: 0.28611451387405396 (0.2489302471280098) | > loss_0: 2.278120756149292 (2.3571908950805662) | > loss_gen: 2.5116615295410156 (2.558450174331665) | > loss_kl: 1.8991793394088745 (2.4317446827888487) | > loss_feat: 7.5632643699646 (7.147513079643249) | > loss_mel: 21.451534271240234 (19.088900518417358) | > loss_duration: 2.303995132446289 (2.2889052867889403) | > loss_1: 35.729637145996094 (33.51551389694214)  --> STEP: 21 | > loss_disc: 2.2276346683502197 (2.35102155095055) | > loss_disc_real_0: 0.17586064338684082 (0.1415966217006956) | > loss_disc_real_1: 0.23243646323680878 (0.20675180142834074) | > loss_disc_real_2: 0.1991884857416153 (0.20951928766000838) | > loss_disc_real_3: 0.20814460515975952 (0.24281765520572662) | > loss_disc_real_4: 0.2768082022666931 (0.2680028733753022) | > loss_disc_real_5: 0.2762409746646881 (0.2502307579630897) | > loss_0: 2.2276346683502197 (2.35102155095055) | > loss_gen: 2.6981117725372314 (2.5651007266271684) | > loss_kl: 2.9217875003814697 (2.455080055055164) | > loss_feat: 5.457759380340576 (7.067048617771694) | > loss_mel: 17.428789138793945 (19.009847595578147) | > loss_duration: 2.0891942977905273 (2.2793952396937778) | > loss_1: 30.59564208984375 (33.376472382318404)  --> STEP: 22 | > loss_disc: 2.269879102706909 (2.3473332578485664) | > loss_disc_real_0: 0.1337718367576599 (0.14124094965783032) | > loss_disc_real_1: 0.22618526220321655 (0.20763514055447144) | > loss_disc_real_2: 0.16294939815998077 (0.20740247450091623) | > loss_disc_real_3: 0.21682968735694885 (0.24163638393987308) | > loss_disc_real_4: 0.2476794421672821 (0.2670790810476649) | > loss_disc_real_5: 0.18548913300037384 (0.24728795682842078) | > loss_0: 2.269879102706909 (2.3473332578485664) | > loss_gen: 2.388089179992676 (2.5570547472346914) | > loss_kl: 2.0262553691864014 (2.4355880238793115) | > loss_feat: 6.1465983390808105 (7.02520996874029) | > loss_mel: 16.24281120300293 (18.884073214097455) | > loss_duration: 2.1646432876586914 (2.2741792418740014) | > loss_1: 28.968395233154297 (33.17610523917458)  --> STEP: 23 | > loss_disc: 2.4890947341918945 (2.3534968002982763) | > loss_disc_real_0: 0.12830442190170288 (0.14067849192930304) | > loss_disc_real_1: 0.2897447943687439 (0.2112051255029181) | > loss_disc_real_2: 0.2803594470024109 (0.2105745167835899) | > loss_disc_real_3: 0.20962555706501007 (0.2402446088583573) | > loss_disc_real_4: 0.2168845534324646 (0.26489671028178663) | > loss_disc_real_5: 0.21046027541160583 (0.24568675328855924) | > loss_0: 2.4890947341918945 (2.3534968002982763) | > loss_gen: 2.4201786518096924 (2.5511036126509956) | > loss_kl: 2.5098721981048584 (2.43881777058477) | > loss_feat: 6.31681489944458 (6.994410183118737) | > loss_mel: 17.651798248291016 (18.83049604167109) | > loss_duration: 2.273406982421875 (2.274145665376083) | > loss_1: 31.17207145690918 (33.08897333559783)  --> STEP: 24 | > loss_disc: 2.4166083335876465 (2.3561264475186667) | > loss_disc_real_0: 0.19277825951576233 (0.14284931557873884) | > loss_disc_real_1: 0.2694755792617798 (0.21363306107620397) | > loss_disc_real_2: 0.21818628907203674 (0.21089167396227518) | > loss_disc_real_3: 0.23824460804462433 (0.24016127549111843) | > loss_disc_real_4: 0.2606067955493927 (0.26471796383460355) | > loss_disc_real_5: 0.22758744657039642 (0.2449326155086358) | > loss_0: 2.4166083335876465 (2.3561264475186667) | > loss_gen: 2.4055497646331787 (2.5450388689835868) | > loss_kl: 2.0843772888183594 (2.424049417177836) | > loss_feat: 4.575922966003418 (6.893639882405599) | > loss_mel: 14.781929016113281 (18.661805748939514) | > loss_duration: 2.440603256225586 (2.2810813983281455) | > loss_1: 26.28838348388672 (32.80561542510986)  --> STEP: 25 | > loss_disc: 2.5047173500061035 (2.362070083618164) | > loss_disc_real_0: 0.12896433472633362 (0.14229391634464264) | > loss_disc_real_1: 0.21839001774787903 (0.213823339343071) | > loss_disc_real_2: 0.26616171002388 (0.21310247540473937) | > loss_disc_real_3: 0.2766790986061096 (0.24162198841571808) | > loss_disc_real_4: 0.3055577576160431 (0.26635155558586115) | > loss_disc_real_5: 0.316141277551651 (0.2477809619903564) | > loss_0: 2.5047173500061035 (2.362070083618164) | > loss_gen: 2.438809871673584 (2.5407897090911864) | > loss_kl: 2.453418493270874 (2.4252241802215577) | > loss_feat: 5.235814571380615 (6.827326869964599) | > loss_mel: 17.653793334960938 (18.62148525238037) | > loss_duration: 2.329467296600342 (2.2830168342590333) | > loss_1: 30.111303329467773 (32.69784294128418)  --> STEP: 26 | > loss_disc: 2.607757568359375 (2.371519602262057) | > loss_disc_real_0: 0.1604892611503601 (0.1429937372987087) | > loss_disc_real_1: 0.18173155188560486 (0.21258903982547614) | > loss_disc_real_2: 0.16921350359916687 (0.211414438027602) | > loss_disc_real_3: 0.20034071803092957 (0.24003424724707237) | > loss_disc_real_4: 0.19565434753894806 (0.26363243219944144) | > loss_disc_real_5: 0.26021790504455566 (0.24825930595397946) | > loss_0: 2.607757568359375 (2.371519602262057) | > loss_gen: 1.712871789932251 (2.508946712200458) | > loss_kl: 2.0748631954193115 (2.4117487577291636) | > loss_feat: 5.504787445068359 (6.7764599690070515) | > loss_mel: 10.885583877563477 (18.323950584118183) | > loss_duration: 2.274362325668335 (2.2826839685440063) | > loss_1: 22.452468872070312 (32.30379009246826) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024280639795156624 (+7.775196662315959e-05) | > avg_loss_disc: 2.371519602262057 (-0.029618437473590387) | > avg_loss_disc_real_0: 0.1429937372987087 (+0.04237201738242921) | > avg_loss_disc_real_1: 0.21258903982547614 (+0.05988023028923914) | > avg_loss_disc_real_2: 0.211414438027602 (+0.005226980035121648) | > avg_loss_disc_real_3: 0.24003424724707237 (+0.017792229755566685) | > avg_loss_disc_real_4: 0.26363243219944144 (+0.038567884037127825) | > avg_loss_disc_real_5: 0.24825930595397946 (+0.00970740616321561) | > avg_loss_0: 2.371519602262057 (-0.029618437473590387) | > avg_loss_gen: 2.508946712200458 (+0.33230381745558546) | > avg_loss_kl: 2.4117487577291636 (+0.00529648707463215) | > avg_loss_feat: 6.7764599690070515 (-0.3450596149151144) | > avg_loss_mel: 18.323950584118183 (-1.0302789027874297) | > avg_loss_duration: 2.2826839685440063 (-0.004012667215787413) | > avg_loss_1: 32.30379009246826 (-1.0417506144597013)  > EPOCH: 254/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:06:29)   --> TIME: 2024-06-11 02:06:32 -- STEP: 4/330 -- GLOBAL_STEP: 171825 | > loss_disc: 2.2848289012908936 (2.3122583627700806) | > loss_disc_real_0: 0.07968829572200775 (0.10025748051702976) | > loss_disc_real_1: 0.14835388958454132 (0.16952482238411903) | > loss_disc_real_2: 0.21105186641216278 (0.22301016375422478) | > loss_disc_real_3: 0.22561711072921753 (0.230483029037714) | > loss_disc_real_4: 0.21770566701889038 (0.2383364886045456) | > loss_disc_real_5: 0.21444757282733917 (0.22281551733613014) | > loss_0: 2.2848289012908936 (2.3122583627700806) | > grad_norm_0: tensor(5.4755, device='cuda:0') (tensor(5.4704, device='cuda:0')) | > loss_gen: 2.3913729190826416 (2.510163426399231) | > loss_kl: 1.6402573585510254 (1.6933251321315765) | > loss_feat: 7.3382158279418945 (7.038059830665588) | > loss_mel: 19.674339294433594 (19.223817348480225) | > loss_duration: 2.300928831100464 (2.2825543880462646) | > loss_1: 33.345115661621094 (32.747920989990234) | > grad_norm_1: tensor(144.1144, device='cuda:0') (tensor(88.2669, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3569 (0.4200844168663025) | > loader_time: 0.0028 (0.0029036998748779297)  --> TIME: 2024-06-11 02:06:41 -- STEP: 29/330 -- GLOBAL_STEP: 171850 | > loss_disc: 2.3637709617614746 (2.2983838771951604) | > loss_disc_real_0: 0.11279554665088654 (0.10499006047331054) | > loss_disc_real_1: 0.21312622725963593 (0.19561400136043286) | > loss_disc_real_2: 0.22558458149433136 (0.21304947086449327) | > loss_disc_real_3: 0.2325962632894516 (0.22518350595030293) | > loss_disc_real_4: 0.21041768789291382 (0.22270217537879944) | > loss_disc_real_5: 0.21579310297966003 (0.21407201783410434) | > loss_0: 2.3637709617614746 (2.2983838771951604) | > grad_norm_0: tensor(7.5722, device='cuda:0') (tensor(9.8053, device='cuda:0')) | > loss_gen: 2.5716192722320557 (2.5520456823809394) | > loss_kl: 1.7184393405914307 (1.70308832464547) | > loss_feat: 7.273224830627441 (7.2537419056070265) | > loss_mel: 19.227893829345703 (19.009468999402284) | > loss_duration: 2.0724048614501953 (2.1111008052168216) | > loss_1: 32.863582611083984 (32.62944609543373) | > grad_norm_1: tensor(146.4608, device='cuda:0') (tensor(134.0799, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3591 (0.36860743062249546) | > loader_time: 0.0039 (0.0032251456688190327)  --> TIME: 2024-06-11 02:06:50 -- STEP: 54/330 -- GLOBAL_STEP: 171875 | > loss_disc: 2.3021647930145264 (2.306946683813024) | > loss_disc_real_0: 0.1214081421494484 (0.11104896581835216) | > loss_disc_real_1: 0.19324404001235962 (0.1979999688488466) | > loss_disc_real_2: 0.21777735650539398 (0.21321602000130546) | > loss_disc_real_3: 0.24753731489181519 (0.22658035821384853) | > loss_disc_real_4: 0.25207510590553284 (0.22329585336976582) | > loss_disc_real_5: 0.20568682253360748 (0.21388450347714955) | > loss_0: 2.3021647930145264 (2.306946683813024) | > grad_norm_0: tensor(6.1855, device='cuda:0') (tensor(10.0857, device='cuda:0')) | > loss_gen: 2.65580415725708 (2.5480262482607805) | > loss_kl: 1.7269408702850342 (1.729923301272922) | > loss_feat: 7.769187927246094 (7.296343874048303) | > loss_mel: 19.76198387145996 (19.040852582013166) | > loss_duration: 2.0454611778259277 (2.074927994498499) | > loss_1: 33.95937728881836 (32.690074037622516) | > grad_norm_1: tensor(81.7379, device='cuda:0') (tensor(126.0875, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3796 (0.36405467987060547) | > loader_time: 0.0034 (0.0032525592380099827)  --> TIME: 2024-06-11 02:07:00 -- STEP: 79/330 -- GLOBAL_STEP: 171900 | > loss_disc: 2.385335683822632 (2.3078022304969497) | > loss_disc_real_0: 0.10638514906167984 (0.11184092705385594) | > loss_disc_real_1: 0.24116136133670807 (0.19826805742481088) | > loss_disc_real_2: 0.18788525462150574 (0.21351560705070255) | > loss_disc_real_3: 0.23155829310417175 (0.22734142613561847) | > loss_disc_real_4: 0.2131388932466507 (0.22226190434980997) | > loss_disc_real_5: 0.23750074207782745 (0.21451435134380675) | > loss_0: 2.385335683822632 (2.3078022304969497) | > grad_norm_0: tensor(5.6385, device='cuda:0') (tensor(9.8286, device='cuda:0')) | > loss_gen: 2.468248128890991 (2.547551474993742) | > loss_kl: 1.9467650651931763 (1.75673769093767) | > loss_feat: 6.84250545501709 (7.352805457537687) | > loss_mel: 18.096689224243164 (18.97629650936851) | > loss_duration: 1.996305227279663 (2.0594529894333835) | > loss_1: 31.350513458251953 (32.692844270150864) | > grad_norm_1: tensor(147.1072, device='cuda:0') (tensor(117.0947, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3828 (0.36510617823540414) | > loader_time: 0.0035 (0.00336526013627837)  --> TIME: 2024-06-11 02:07:09 -- STEP: 104/330 -- GLOBAL_STEP: 171925 | > loss_disc: 2.263308048248291 (2.307679027318955) | > loss_disc_real_0: 0.09306648373603821 (0.11289342335210396) | > loss_disc_real_1: 0.16494883596897125 (0.19860556678703198) | > loss_disc_real_2: 0.2395934909582138 (0.21373373871812454) | > loss_disc_real_3: 0.2085825651884079 (0.22664824443367812) | > loss_disc_real_4: 0.2450067698955536 (0.22221056500879618) | > loss_disc_real_5: 0.23054635524749756 (0.2137718872668651) | > loss_0: 2.263308048248291 (2.307679027318955) | > grad_norm_0: tensor(10.0742, device='cuda:0') (tensor(9.6451, device='cuda:0')) | > loss_gen: 2.7969837188720703 (2.5454327349479366) | > loss_kl: 1.9212568998336792 (1.7593175585453327) | > loss_feat: 7.499884128570557 (7.334928251229799) | > loss_mel: 19.606664657592773 (18.968196373719437) | > loss_duration: 2.0832152366638184 (2.057508195822054) | > loss_1: 33.90800476074219 (32.66538324722873) | > grad_norm_1: tensor(109.0843, device='cuda:0') (tensor(116.7032, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3687 (0.36654859781265264) | > loader_time: 0.0045 (0.0034769131587101864)  --> TIME: 2024-06-11 02:07:19 -- STEP: 129/330 -- GLOBAL_STEP: 171950 | > loss_disc: 2.475106954574585 (2.3079963746921046) | > loss_disc_real_0: 0.13032108545303345 (0.11304642248523328) | > loss_disc_real_1: 0.1919693946838379 (0.19897344812404277) | > loss_disc_real_2: 0.22293566167354584 (0.21338530404623166) | > loss_disc_real_3: 0.2835189700126648 (0.22649278832498446) | > loss_disc_real_4: 0.2965250313282013 (0.2216940478299015) | > loss_disc_real_5: 0.28314220905303955 (0.21476977751698603) | > loss_0: 2.475106954574585 (2.3079963746921046) | > grad_norm_0: tensor(8.5914, device='cuda:0') (tensor(10.0015, device='cuda:0')) | > loss_gen: 2.4811666011810303 (2.545273438904635) | > loss_kl: 1.5673048496246338 (1.7654535927513773) | > loss_feat: 6.918094635009766 (7.337907672852509) | > loss_mel: 19.06561851501465 (18.954030280889466) | > loss_duration: 2.0254697799682617 (2.056279698083566) | > loss_1: 32.057655334472656 (32.658944743548226) | > grad_norm_1: tensor(91.2167, device='cuda:0') (tensor(118.7402, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3723 (0.3677361584449) | > loader_time: 0.0044 (0.003570826478706774)  --> TIME: 2024-06-11 02:07:28 -- STEP: 154/330 -- GLOBAL_STEP: 171975 | > loss_disc: 2.284242630004883 (2.3082832825648327) | > loss_disc_real_0: 0.11039964109659195 (0.11349207762773934) | > loss_disc_real_1: 0.21951256692409515 (0.19850610632013962) | > loss_disc_real_2: 0.2414783239364624 (0.21345239974461594) | > loss_disc_real_3: 0.2205638736486435 (0.22627838904207404) | > loss_disc_real_4: 0.21331101655960083 (0.22229981306311372) | > loss_disc_real_5: 0.19778484106063843 (0.21427365614996327) | > loss_0: 2.284242630004883 (2.3082832825648327) | > grad_norm_0: tensor(25.7609, device='cuda:0') (tensor(11.3873, device='cuda:0')) | > loss_gen: 2.5985214710235596 (2.540264440821362) | > loss_kl: 1.6144767999649048 (1.7584138899654538) | > loss_feat: 7.919711112976074 (7.344468931099037) | > loss_mel: 18.64788055419922 (18.942955983149545) | > loss_duration: 2.0633645057678223 (2.0576793156660984) | > loss_1: 32.843955993652344 (32.64378259089083) | > grad_norm_1: tensor(289.6322, device='cuda:0') (tensor(138.6239, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3745 (0.36990943976811) | > loader_time: 0.0041 (0.0036824988080309583)  --> TIME: 2024-06-11 02:07:38 -- STEP: 179/330 -- GLOBAL_STEP: 172000 | > loss_disc: 2.293454885482788 (2.3104972905952845) | > loss_disc_real_0: 0.11374746263027191 (0.11360857602437781) | > loss_disc_real_1: 0.13825619220733643 (0.19790290778908645) | > loss_disc_real_2: 0.19154474139213562 (0.2139268929565419) | > loss_disc_real_3: 0.22629289329051971 (0.22600640631254826) | > loss_disc_real_4: 0.23494143784046173 (0.2228717110509979) | > loss_disc_real_5: 0.23476102948188782 (0.2146548566372035) | > loss_0: 2.293454885482788 (2.3104972905952845) | > grad_norm_0: tensor(16.1582, device='cuda:0') (tensor(12.8633, device='cuda:0')) | > loss_gen: 2.6975858211517334 (2.5412727414562712) | > loss_kl: 1.9026774168014526 (1.7621096705591213) | > loss_feat: 8.009815216064453 (7.35349366651567) | > loss_mel: 18.946008682250977 (18.921013805453335) | > loss_duration: 2.1035032272338867 (2.062618655199444) | > loss_1: 33.65959167480469 (32.64050852386642) | > grad_norm_1: tensor(68.6113, device='cuda:0') (tensor(156.2672, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.3726 (0.3724321812890761) | > loader_time: 0.0044 (0.003803743330460021) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_172000.pth  --> TIME: 2024-06-11 02:07:53 -- STEP: 204/330 -- GLOBAL_STEP: 172025 | > loss_disc: 2.533357858657837 (2.3148971527230513) | > loss_disc_real_0: 0.1715959906578064 (0.11469028937612094) | > loss_disc_real_1: 0.23449184000492096 (0.19862451499291492) | > loss_disc_real_2: 0.23356617987155914 (0.21419676860757902) | > loss_disc_real_3: 0.2547242343425751 (0.22656534334608153) | > loss_disc_real_4: 0.28620675206184387 (0.22330053983365789) | > loss_disc_real_5: 0.29076799750328064 (0.2151841637404526) | > loss_0: 2.533357858657837 (2.3148971527230513) | > grad_norm_0: tensor(22.5460, device='cuda:0') (tensor(15.4705, device='cuda:0')) | > loss_gen: 2.643874406814575 (2.546997570524027) | > loss_kl: 1.9669642448425293 (1.7677257096066195) | > loss_feat: 7.663111686706543 (7.376711705151727) | > loss_mel: 18.77833366394043 (18.899639756071807) | > loss_duration: 2.059366226196289 (2.0687893944628097) | > loss_1: 33.11164855957031 (32.65986417321596) | > grad_norm_1: tensor(269.1402, device='cuda:0') (tensor(181.2237, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.419 (0.3756842356102139) | > loader_time: 0.0049 (0.003939144751604866)  --> TIME: 2024-06-11 02:08:03 -- STEP: 229/330 -- GLOBAL_STEP: 172050 | > loss_disc: 2.291145086288452 (2.3117143514374994) | > loss_disc_real_0: 0.08749908953905106 (0.11475693244145427) | > loss_disc_real_1: 0.1946949064731598 (0.19841461443224326) | > loss_disc_real_2: 0.19001224637031555 (0.21359664852442178) | > loss_disc_real_3: 0.22827912867069244 (0.22608468352967476) | > loss_disc_real_4: 0.20463627576828003 (0.22251816178513406) | > loss_disc_real_5: 0.2099127620458603 (0.21481014918291932) | > loss_0: 2.291145086288452 (2.3117143514374994) | > grad_norm_0: tensor(27.5978, device='cuda:0') (tensor(17.2665, device='cuda:0')) | > loss_gen: 2.494185209274292 (2.5503360152765118) | > loss_kl: 1.9354400634765625 (1.7770484352736493) | > loss_feat: 7.036534786224365 (7.385531989768082) | > loss_mel: 19.08704376220703 (18.856172361748715) | > loss_duration: 2.15629243850708 (2.075680770207699) | > loss_1: 32.709495544433594 (32.6447695936178) | > grad_norm_1: tensor(190.5252, device='cuda:0') (tensor(195.9204, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.4066 (0.3788423277925716) | > loader_time: 0.0057 (0.00408085673136482)  --> TIME: 2024-06-11 02:08:14 -- STEP: 254/330 -- GLOBAL_STEP: 172075 | > loss_disc: 2.2209670543670654 (2.3153534095118378) | > loss_disc_real_0: 0.13748213648796082 (0.11558518017546868) | > loss_disc_real_1: 0.15521132946014404 (0.1987970342903625) | > loss_disc_real_2: 0.21387557685375214 (0.21395746131581583) | > loss_disc_real_3: 0.2317853420972824 (0.22630305734910364) | > loss_disc_real_4: 0.21010752022266388 (0.22306278893562753) | > loss_disc_real_5: 0.1645866334438324 (0.21453528786738088) | > loss_0: 2.2209670543670654 (2.3153534095118378) | > grad_norm_0: tensor(16.1416, device='cuda:0') (tensor(18.1583, device='cuda:0')) | > loss_gen: 2.5154669284820557 (2.543560934817696) | > loss_kl: 1.9161585569381714 (1.7831563752467239) | > loss_feat: 8.234703063964844 (7.379973006060743) | > loss_mel: 18.173738479614258 (18.79986835840181) | > loss_duration: 2.092447280883789 (2.0814798216181463) | > loss_1: 32.93251419067383 (32.5880385196115) | > grad_norm_1: tensor(273.2335, device='cuda:0') (tensor(200.8945, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.4387 (0.3837400224265151) | > loader_time: 0.0053 (0.004215017078429694)  --> TIME: 2024-06-11 02:08:25 -- STEP: 279/330 -- GLOBAL_STEP: 172100 | > loss_disc: 2.374994993209839 (2.3166590822213027) | > loss_disc_real_0: 0.13652484118938446 (0.11604908446524305) | > loss_disc_real_1: 0.22759397327899933 (0.19865476940908738) | > loss_disc_real_2: 0.23927715420722961 (0.2142134132030617) | > loss_disc_real_3: 0.21598972380161285 (0.22650525342392666) | > loss_disc_real_4: 0.2231888473033905 (0.22355519822635103) | > loss_disc_real_5: 0.18951129913330078 (0.214958166937247) | > loss_0: 2.374994993209839 (2.3166590822213027) | > grad_norm_0: tensor(7.3700, device='cuda:0') (tensor(17.9371, device='cuda:0')) | > loss_gen: 2.455841064453125 (2.5396275981780008) | > loss_kl: 1.9515347480773926 (1.7882693903420561) | > loss_feat: 8.303272247314453 (7.377422081526889) | > loss_mel: 17.587244033813477 (18.744245597538562) | > loss_duration: 2.1661500930786133 (2.089847222878513) | > loss_1: 32.46404266357422 (32.539411941309545) | > grad_norm_1: tensor(256.4052, device='cuda:0') (tensor(202.6469, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.434 (0.3882704738220434) | > loader_time: 0.0065 (0.004361135557988211)  --> TIME: 2024-06-11 02:08:37 -- STEP: 304/330 -- GLOBAL_STEP: 172125 | > loss_disc: 2.4068355560302734 (2.3162834087484785) | > loss_disc_real_0: 0.0989115983247757 (0.11671862076036632) | > loss_disc_real_1: 0.19974391162395477 (0.19893562524138325) | > loss_disc_real_2: 0.17430143058300018 (0.21420324324189047) | > loss_disc_real_3: 0.1883731186389923 (0.22606314949103093) | > loss_disc_real_4: 0.22648358345031738 (0.22323373332619667) | > loss_disc_real_5: 0.1915873885154724 (0.2146728701987549) | > loss_0: 2.4068355560302734 (2.3162834087484785) | > grad_norm_0: tensor(26.7716, device='cuda:0') (tensor(18.6308, device='cuda:0')) | > loss_gen: 2.7707855701446533 (2.542285534896348) | > loss_kl: 1.9889460802078247 (1.7927533125406818) | > loss_feat: 8.642736434936523 (7.4099061834184745) | > loss_mel: 18.230897903442383 (18.710244316803777) | > loss_duration: 2.2342567443847656 (2.099464222788811) | > loss_1: 33.86762237548828 (32.55465363828758) | > grad_norm_1: tensor(65.2437, device='cuda:0') (tensor(213.2769, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.468 (0.3944093090923208) | > loader_time: 0.0069 (0.004560708215362147)  --> TIME: 2024-06-11 02:09:05 -- STEP: 329/330 -- GLOBAL_STEP: 172150 | > loss_disc: 2.4125595092773438 (2.3253331474257832) | > loss_disc_real_0: 0.18087314069271088 (0.1185108347255227) | > loss_disc_real_1: 0.1927781105041504 (0.1994892693942804) | > loss_disc_real_2: 0.2008170336484909 (0.2149255254891868) | > loss_disc_real_3: 0.20843040943145752 (0.22627518464185548) | > loss_disc_real_4: 0.1799994707107544 (0.22423494767997765) | > loss_disc_real_5: 0.18042823672294617 (0.21517097723520273) | > loss_0: 2.4125595092773438 (2.3253331474257832) | > grad_norm_0: tensor(6.7219, device='cuda:0') (tensor(19.9390, device='cuda:0')) | > loss_gen: 2.587270736694336 (2.5389832747381136) | > loss_kl: 2.126333713531494 (1.802070003150082) | > loss_feat: 10.08818244934082 (7.506076167782027) | > loss_mel: 19.226451873779297 (18.69878933567405) | > loss_duration: 2.2609517574310303 (2.112604839098852) | > loss_1: 36.289188385009766 (32.65852365812631) | > grad_norm_1: tensor(92.6775, device='cuda:0') (tensor(225.6227, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 14.2571 (0.4495435137879159) | > loader_time: 0.0337 (0.005024659959740913)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.512638807296753 (2.512638807296753) | > loss_disc_real_0: 0.20451989769935608 (0.20451989769935608) | > loss_disc_real_1: 0.3154166042804718 (0.3154166042804718) | > loss_disc_real_2: 0.20327001810073853 (0.20327001810073853) | > loss_disc_real_3: 0.283421128988266 (0.283421128988266) | > loss_disc_real_4: 0.26019570231437683 (0.26019570231437683) | > loss_disc_real_5: 0.24929827451705933 (0.24929827451705933) | > loss_0: 2.512638807296753 (2.512638807296753) | > loss_gen: 2.7354214191436768 (2.7354214191436768) | > loss_kl: 1.9257913827896118 (1.9257913827896118) | > loss_feat: 5.305599689483643 (5.305599689483643) | > loss_mel: 15.319001197814941 (15.319001197814941) | > loss_duration: 2.8240392208099365 (2.8240392208099365) | > loss_1: 28.109853744506836 (28.109853744506836)  --> STEP: 1 | > loss_disc: 2.1393754482269287 (2.1393754482269287) | > loss_disc_real_0: 0.06188115477561951 (0.06188115477561951) | > loss_disc_real_1: 0.18129344284534454 (0.18129344284534454) | > loss_disc_real_2: 0.2069959193468094 (0.2069959193468094) | > loss_disc_real_3: 0.27482473850250244 (0.27482473850250244) | > loss_disc_real_4: 0.2531592547893524 (0.2531592547893524) | > loss_disc_real_5: 0.25397583842277527 (0.25397583842277527) | > loss_0: 2.1393754482269287 (2.1393754482269287) | > loss_gen: 2.5960795879364014 (2.5960795879364014) | > loss_kl: 1.368025302886963 (1.368025302886963) | > loss_feat: 5.555140495300293 (5.555140495300293) | > loss_mel: 18.416566848754883 (18.416566848754883) | > loss_duration: 2.2894604206085205 (2.2894604206085205) | > loss_1: 30.22527313232422 (30.22527313232422)  --> STEP: 2 | > loss_disc: 2.2700164318084717 (2.2046959400177) | > loss_disc_real_0: 0.10726255178451538 (0.08457185328006744) | > loss_disc_real_1: 0.16797210276126862 (0.17463277280330658) | > loss_disc_real_2: 0.1975705772638321 (0.20228324830532074) | > loss_disc_real_3: 0.26898109912872314 (0.2719029188156128) | > loss_disc_real_4: 0.2851218283176422 (0.2691405415534973) | > loss_disc_real_5: 0.334094375371933 (0.2940351068973541) | > loss_0: 2.2700164318084717 (2.2046959400177) | > loss_gen: 2.9018406867980957 (2.7489601373672485) | > loss_kl: 2.0822513103485107 (1.7251383066177368) | > loss_feat: 7.737420558929443 (6.646280527114868) | > loss_mel: 20.53227996826172 (19.4744234085083) | > loss_duration: 2.3927106857299805 (2.3410855531692505) | > loss_1: 35.64650344848633 (32.93588829040527)  --> STEP: 3 | > loss_disc: 2.051440715789795 (2.153610865275065) | > loss_disc_real_0: 0.08697813749313354 (0.08537394801775615) | > loss_disc_real_1: 0.12999506294727325 (0.1597535361846288) | > loss_disc_real_2: 0.1374426931142807 (0.1806697299083074) | > loss_disc_real_3: 0.2119692862033844 (0.2519250412782033) | > loss_disc_real_4: 0.28069907426834106 (0.27299338579177856) | > loss_disc_real_5: 0.20232102274894714 (0.2634637455145518) | > loss_0: 2.051440715789795 (2.153610865275065) | > loss_gen: 2.665581703186035 (2.7211673259735107) | > loss_kl: 1.8988085985183716 (1.7830284039179485) | > loss_feat: 8.483482360839844 (7.258681138356526) | > loss_mel: 19.05842399597168 (19.33575693766276) | > loss_duration: 2.2412259578704834 (2.3077990214029946) | > loss_1: 34.3475227355957 (33.40643310546875)  --> STEP: 4 | > loss_disc: 2.419667959213257 (2.220125138759613) | > loss_disc_real_0: 0.13077664375305176 (0.09672462195158005) | > loss_disc_real_1: 0.3294646441936493 (0.20218131318688393) | > loss_disc_real_2: 0.25062859058380127 (0.19815944507718086) | > loss_disc_real_3: 0.25462430715560913 (0.2525998577475548) | > loss_disc_real_4: 0.16261664032936096 (0.24539919942617416) | > loss_disc_real_5: 0.20927223563194275 (0.24991586804389954) | > loss_0: 2.419667959213257 (2.220125138759613) | > loss_gen: 2.5382959842681885 (2.67544949054718) | > loss_kl: 3.245600700378418 (2.148671478033066) | > loss_feat: 7.202114105224609 (7.244539380073547) | > loss_mel: 19.325902938842773 (19.333293437957764) | > loss_duration: 2.2652993202209473 (2.297174096107483) | > loss_1: 34.577213287353516 (33.69912815093994)  --> STEP: 5 | > loss_disc: 2.3160316944122314 (2.2393064498901367) | > loss_disc_real_0: 0.10506101697683334 (0.09839190095663071) | > loss_disc_real_1: 0.2609701454639435 (0.21393907964229583) | > loss_disc_real_2: 0.15551525354385376 (0.18963060677051544) | > loss_disc_real_3: 0.1841879040002823 (0.2389174669981003) | > loss_disc_real_4: 0.16531594097614288 (0.2293825477361679) | > loss_disc_real_5: 0.10104773938655853 (0.22014224231243135) | > loss_0: 2.3160316944122314 (2.2393064498901367) | > loss_gen: 2.4262630939483643 (2.625612211227417) | > loss_kl: 1.9007750749588013 (2.099092197418213) | > loss_feat: 6.968868255615234 (7.189405155181885) | > loss_mel: 19.918426513671875 (19.450320053100587) | > loss_duration: 2.4219768047332764 (2.3221346378326415) | > loss_1: 33.63631057739258 (33.68656463623047)  --> STEP: 6 | > loss_disc: 2.534255027770996 (2.2884645462036133) | > loss_disc_real_0: 0.15165001153945923 (0.10726825272043546) | > loss_disc_real_1: 0.26180529594421387 (0.22191678235928217) | > loss_disc_real_2: 0.23296670615673065 (0.1968532900015513) | > loss_disc_real_3: 0.2731415629386902 (0.2446214829881986) | > loss_disc_real_4: 0.22265727818012238 (0.228261669476827) | > loss_disc_real_5: 0.20625893771648407 (0.21782835821310678) | > loss_0: 2.534255027770996 (2.2884645462036133) | > loss_gen: 2.412357807159424 (2.590069810549418) | > loss_kl: 1.8539692163467407 (2.058238367239634) | > loss_feat: 6.85228157043457 (7.133217891057332) | > loss_mel: 18.72972297668457 (19.330220540364582) | > loss_duration: 2.134333610534668 (2.2908344666163125) | > loss_1: 31.982666015625 (33.402581532796226)  --> STEP: 7 | > loss_disc: 2.369554042816162 (2.300048760005406) | > loss_disc_real_0: 0.12387897074222565 (0.10964121243783406) | > loss_disc_real_1: 0.24596863985061646 (0.22535276200090135) | > loss_disc_real_2: 0.16545483469963074 (0.19236779638699122) | > loss_disc_real_3: 0.2641567289829254 (0.2474122324160167) | > loss_disc_real_4: 0.27447083592414856 (0.2348629789693015) | > loss_disc_real_5: 0.21976281702518463 (0.21810470947197505) | > loss_0: 2.369554042816162 (2.300048760005406) | > loss_gen: 2.3605053424835205 (2.557274886540004) | > loss_kl: 3.0090527534484863 (2.1940689938408986) | > loss_feat: 4.8503098487854 (6.80708817073277) | > loss_mel: 17.470064163208008 (19.064483915056503) | > loss_duration: 2.535616159439087 (2.325803279876709) | > loss_1: 30.225547790527344 (32.94871956961496)  --> STEP: 8 | > loss_disc: 2.167210102081299 (2.2834439277648926) | > loss_disc_real_0: 0.18898874521255493 (0.11955965403467417) | > loss_disc_real_1: 0.1526222825050354 (0.2162614520639181) | > loss_disc_real_2: 0.18974123895168304 (0.1920394767075777) | > loss_disc_real_3: 0.20678558945655823 (0.2423339020460844) | > loss_disc_real_4: 0.18630488216876984 (0.22879321686923504) | > loss_disc_real_5: 0.14772681891918182 (0.2093074731528759) | > loss_0: 2.167210102081299 (2.2834439277648926) | > loss_gen: 2.608450412750244 (2.563671827316284) | > loss_kl: 2.4299025535583496 (2.22354818880558) | > loss_feat: 10.910826683044434 (7.3200554847717285) | > loss_mel: 20.291912078857422 (19.217912435531616) | > loss_duration: 2.189091920852661 (2.308714359998703) | > loss_1: 38.43018341064453 (33.63390254974365)  --> STEP: 9 | > loss_disc: 2.297893524169922 (2.2850494384765625) | > loss_disc_real_0: 0.16546007990837097 (0.1246597013539738) | > loss_disc_real_1: 0.2402672916650772 (0.218928767575158) | > loss_disc_real_2: 0.19558802247047424 (0.19243375957012177) | > loss_disc_real_3: 0.19614289700984955 (0.23720156815316942) | > loss_disc_real_4: 0.1736861765384674 (0.22267021238803864) | > loss_disc_real_5: 0.0888250470161438 (0.1959205369154612) | > loss_0: 2.297893524169922 (2.2850494384765625) | > loss_gen: 2.593435287475586 (2.5669788784450955) | > loss_kl: 2.5121114253997803 (2.25561077064938) | > loss_feat: 8.331192016601562 (7.432403988308376) | > loss_mel: 19.333486557006836 (19.23075400458442) | > loss_duration: 2.1653895378112793 (2.2927893797556558) | > loss_1: 34.93561553955078 (33.778537326388886)  --> STEP: 10 | > loss_disc: 2.6353025436401367 (2.32007474899292) | > loss_disc_real_0: 0.31881922483444214 (0.14407565370202063) | > loss_disc_real_1: 0.2550206184387207 (0.22253795266151427) | > loss_disc_real_2: 0.24163030087947845 (0.19735341370105744) | > loss_disc_real_3: 0.2912229299545288 (0.24260370433330536) | > loss_disc_real_4: 0.23906952142715454 (0.22431014329195023) | > loss_disc_real_5: 0.21674692630767822 (0.1980031758546829) | > loss_0: 2.6353025436401367 (2.32007474899292) | > loss_gen: 2.3757705688476562 (2.5478580474853514) | > loss_kl: 2.3215417861938477 (2.262203872203827) | > loss_feat: 5.419071197509766 (7.231070709228516) | > loss_mel: 15.330801010131836 (18.84075870513916) | > loss_duration: 2.348419189453125 (2.298352360725403) | > loss_1: 27.795604705810547 (33.180244064331056)  --> STEP: 11 | > loss_disc: 2.423034906387329 (2.3294347633015025) | > loss_disc_real_0: 0.1539967656135559 (0.14497757296670566) | > loss_disc_real_1: 0.17596447467803955 (0.21830400011756204) | > loss_disc_real_2: 0.22967873513698578 (0.20029207928614182) | > loss_disc_real_3: 0.28612616658210754 (0.2465602918104692) | > loss_disc_real_4: 0.30616194009780884 (0.23175121572884647) | > loss_disc_real_5: 0.2727559804916382 (0.2047988853671334) | > loss_0: 2.423034906387329 (2.3294347633015025) | > loss_gen: 2.713046073913574 (2.5628751407970083) | > loss_kl: 2.885491371154785 (2.3188663721084595) | > loss_feat: 6.1858367919921875 (7.136049444025213) | > loss_mel: 15.877090454101562 (18.571334318681195) | > loss_duration: 2.39996337890625 (2.307589726014571) | > loss_1: 30.06142807006836 (32.8967153375799)  --> STEP: 12 | > loss_disc: 2.452005386352539 (2.339648981889089) | > loss_disc_real_0: 0.08873714506626129 (0.14029087064166865) | > loss_disc_real_1: 0.2226107269525528 (0.21866289402047792) | > loss_disc_real_2: 0.22513413429260254 (0.20236225053668022) | > loss_disc_real_3: 0.25560465455055237 (0.24731398870547613) | > loss_disc_real_4: 0.2514350712299347 (0.2333915370206038) | > loss_disc_real_5: 0.16857792437076569 (0.20178047195076942) | > loss_0: 2.452005386352539 (2.339648981889089) | > loss_gen: 2.226156234741211 (2.534815231959025) | > loss_kl: 2.5484321117401123 (2.337996850411097) | > loss_feat: 7.231150150299072 (7.143974502881368) | > loss_mel: 18.810319900512695 (18.59124978383382) | > loss_duration: 2.276419162750244 (2.3049921790758767) | > loss_1: 33.09247589111328 (32.913028717041016)  --> STEP: 13 | > loss_disc: 2.3442342281341553 (2.3400016931387095) | > loss_disc_real_0: 0.13235001266002655 (0.13968003541231155) | > loss_disc_real_1: 0.22431635856628418 (0.21909777590861687) | > loss_disc_real_2: 0.24746517837047577 (0.20583170652389526) | > loss_disc_real_3: 0.21724607050418854 (0.2450010719207617) | > loss_disc_real_4: 0.24645563960075378 (0.23439646798830766) | > loss_disc_real_5: 0.18222974240779877 (0.2002765696782332) | > loss_0: 2.3442342281341553 (2.3400016931387095) | > loss_gen: 2.3562381267547607 (2.521078531558697) | > loss_kl: 2.3200125694274902 (2.336613444181589) | > loss_feat: 5.891143321990967 (7.047602873582107) | > loss_mel: 18.387107849121094 (18.57554655808669) | > loss_duration: 2.1715879440307617 (2.294730314841637) | > loss_1: 31.126087188720703 (32.77557167640099)  --> STEP: 14 | > loss_disc: 2.4120733737945557 (2.345149670328413) | > loss_disc_real_0: 0.19996985793113708 (0.14398645130651339) | > loss_disc_real_1: 0.26781463623046875 (0.22257755164589202) | > loss_disc_real_2: 0.21171997487545013 (0.20625229712043489) | > loss_disc_real_3: 0.22757835686206818 (0.24375659227371216) | > loss_disc_real_4: 0.24271957576274872 (0.23499097568648203) | > loss_disc_real_5: 0.20500580966472626 (0.2006143725344113) | > loss_0: 2.4120733737945557 (2.345149670328413) | > loss_gen: 2.6207587718963623 (2.528198548725673) | > loss_kl: 2.7533926963806152 (2.3663833907672336) | > loss_feat: 6.4005208015441895 (7.001382725579398) | > loss_mel: 19.598690032958984 (18.64862823486328) | > loss_duration: 2.3665637969970703 (2.2998612778527394) | > loss_1: 33.739925384521484 (32.84445408412388)  --> STEP: 15 | > loss_disc: 2.394470453262329 (2.348437722524007) | > loss_disc_real_0: 0.145491823554039 (0.1440868094563484) | > loss_disc_real_1: 0.20921464264392853 (0.2216866910457611) | > loss_disc_real_2: 0.19703815877437592 (0.20563802123069763) | > loss_disc_real_3: 0.23308105766773224 (0.24304488996664683) | > loss_disc_real_4: 0.1972983330488205 (0.23247813284397126) | > loss_disc_real_5: 0.14853642880916595 (0.19714250961939495) | > loss_0: 2.394470453262329 (2.348437722524007) | > loss_gen: 2.307387351989746 (2.5134778022766113) | > loss_kl: 2.434312105178833 (2.370911971728007) | > loss_feat: 8.924375534057617 (7.129582246144612) | > loss_mel: 19.651079177856445 (18.71545829772949) | > loss_duration: 2.3643710613250732 (2.3041619300842284) | > loss_1: 35.68152618408203 (33.033592224121094)  --> STEP: 16 | > loss_disc: 2.2680931091308594 (2.3434161841869354) | > loss_disc_real_0: 0.13930919766426086 (0.14378820871934295) | > loss_disc_real_1: 0.12111372500658035 (0.2154008806683123) | > loss_disc_real_2: 0.13988937437534332 (0.201528730802238) | > loss_disc_real_3: 0.32551905512809753 (0.2481995252892375) | > loss_disc_real_4: 0.2655733525753021 (0.23454658407717943) | > loss_disc_real_5: 0.2417214810848236 (0.19992869533598423) | > loss_0: 2.2680931091308594 (2.3434161841869354) | > loss_gen: 2.548794984817505 (2.515685126185417) | > loss_kl: 2.4198179244995117 (2.373968593776226) | > loss_feat: 7.065718650817871 (7.125590771436691) | > loss_mel: 18.90657615661621 (18.727403163909912) | > loss_duration: 2.375009059906006 (2.3085898756980896) | > loss_1: 33.31591796875 (33.0512375831604)  --> STEP: 17 | > loss_disc: 2.594010829925537 (2.358157045700971) | > loss_disc_real_0: 0.22365151345729828 (0.1484860501745168) | > loss_disc_real_1: 0.27714332938194275 (0.21903278941617293) | > loss_disc_real_2: 0.1867884397506714 (0.2006616548580282) | > loss_disc_real_3: 0.31459060311317444 (0.25210488280829263) | > loss_disc_real_4: 0.3033302128314972 (0.23859267988625696) | > loss_disc_real_5: 0.2816562354564667 (0.20473619769601262) | > loss_0: 2.594010829925537 (2.358157045700971) | > loss_gen: 2.7057392597198486 (2.5268647810992073) | > loss_kl: 2.021562099456787 (2.3532387999927296) | > loss_feat: 5.632373809814453 (7.037754479576559) | > loss_mel: 17.799562454223633 (18.67282429863425) | > loss_duration: 2.4368736743927 (2.316135981503655) | > loss_1: 30.596113204956055 (32.90681850208956)  --> STEP: 18 | > loss_disc: 2.0039374828338623 (2.3384781810972424) | > loss_disc_real_0: 0.10082048922777176 (0.14583796345525318) | > loss_disc_real_1: 0.14377160370349884 (0.21485161243213546) | > loss_disc_real_2: 0.11305514723062515 (0.1957946266565058) | > loss_disc_real_3: 0.18581397831439972 (0.2484220547808541) | > loss_disc_real_4: 0.20613378286361694 (0.2367894078294436) | > loss_disc_real_5: 0.14859957993030548 (0.20161749670902887) | > loss_0: 2.0039374828338623 (2.3384781810972424) | > loss_gen: 2.6526436805725098 (2.533852497736613) | > loss_kl: 2.5551373958587646 (2.3644553886519537) | > loss_feat: 11.869927406311035 (7.306208531061809) | > loss_mel: 20.6653995513916 (18.783522923787434) | > loss_duration: 2.2567691802978516 (2.31283782588111) | > loss_1: 39.9998779296875 (33.30087735917833)  --> STEP: 19 | > loss_disc: 2.429384469985962 (2.3432627226177014) | > loss_disc_real_0: 0.2117668092250824 (0.14930790270629682) | > loss_disc_real_1: 0.16000747680664062 (0.21196507897816205) | > loss_disc_real_2: 0.1632862091064453 (0.19408365731176577) | > loss_disc_real_3: 0.2420760989189148 (0.24808805710390994) | > loss_disc_real_4: 0.2518942654132843 (0.23758440033385628) | > loss_disc_real_5: 0.22803080081939697 (0.20300767060957456) | > loss_0: 2.429384469985962 (2.3432627226177014) | > loss_gen: 2.385266065597534 (2.5260321592029773) | > loss_kl: 1.8406732082366943 (2.3368879054722034) | > loss_feat: 8.233192443847656 (7.354997158050537) | > loss_mel: 16.861129760742188 (18.682344336258737) | > loss_duration: 2.3225607872009277 (2.3133495606874166) | > loss_1: 31.642822265625 (33.21361130162289)  --> STEP: 20 | > loss_disc: 2.5807089805603027 (2.3551350355148317) | > loss_disc_real_0: 0.22182121872901917 (0.15293356850743295) | > loss_disc_real_1: 0.2847386300563812 (0.21560375653207303) | > loss_disc_real_2: 0.20914317667484283 (0.19483663327991962) | > loss_disc_real_3: 0.28546854853630066 (0.2499570816755295) | > loss_disc_real_4: 0.27432480454444885 (0.23942142054438592) | > loss_disc_real_5: 0.23054900765419006 (0.20438473746180535) | > loss_0: 2.5807089805603027 (2.3551350355148317) | > loss_gen: 2.7005980014801025 (2.5347604513168336) | > loss_kl: 1.984595775604248 (2.3192732989788056) | > loss_feat: 6.749262809753418 (7.324710440635681) | > loss_mel: 17.92290496826172 (18.644372367858885) | > loss_duration: 2.3308475017547607 (2.314224457740784) | > loss_1: 31.688207626342773 (33.13734111785889)  --> STEP: 21 | > loss_disc: 2.1662559509277344 (2.3461407933916365) | > loss_disc_real_0: 0.05044395476579666 (0.14805311071021215) | > loss_disc_real_1: 0.1368301808834076 (0.21185263388213657) | > loss_disc_real_2: 0.1529272198677063 (0.19284094692695708) | > loss_disc_real_3: 0.20372620224952698 (0.24775561122667222) | > loss_disc_real_4: 0.20986907184123993 (0.2380141658442361) | > loss_disc_real_5: 0.18589939177036285 (0.20350448290506998) | > loss_0: 2.1662559509277344 (2.3461407933916365) | > loss_gen: 2.2341792583465576 (2.5204470611753917) | > loss_kl: 2.903331995010376 (2.3470856178374517) | > loss_feat: 6.67826509475708 (7.293927328927176) | > loss_mel: 17.723587036132812 (18.6005254473005) | > loss_duration: 2.1026060581207275 (2.3041473910922097) | > loss_1: 31.6419677734375 (33.06613286336263)  --> STEP: 22 | > loss_disc: 2.276449680328369 (2.3429730155251245) | > loss_disc_real_0: 0.08513304591178894 (0.1451931077648293) | > loss_disc_real_1: 0.26423007249832153 (0.21423342654650862) | > loss_disc_real_2: 0.1618719846010208 (0.1914332668212327) | > loss_disc_real_3: 0.21562163531780243 (0.24629497595808722) | > loss_disc_real_4: 0.2558380961418152 (0.23882434449412607) | > loss_disc_real_5: 0.23171359300613403 (0.20478671518239108) | > loss_0: 2.276449680328369 (2.3429730155251245) | > loss_gen: 2.457322597503662 (2.5175777673721313) | > loss_kl: 1.7501862049102783 (2.319953826340762) | > loss_feat: 7.587708473205566 (7.307281017303467) | > loss_mel: 18.739042282104492 (18.60682166706432) | > loss_duration: 2.185436725616455 (2.2987514517524024) | > loss_1: 32.719696044921875 (33.05038573525169)  --> STEP: 23 | > loss_disc: 2.113369941711426 (2.3329902731853984) | > loss_disc_real_0: 0.11666487157344818 (0.14395274966955185) | > loss_disc_real_1: 0.15048246085643768 (0.211461645429549) | > loss_disc_real_2: 0.1561376005411148 (0.18989867263514063) | > loss_disc_real_3: 0.2673780918121338 (0.24721163316913272) | > loss_disc_real_4: 0.192550390958786 (0.2368124334708504) | > loss_disc_real_5: 0.16862046718597412 (0.20321426961732947) | > loss_0: 2.113369941711426 (2.3329902731853984) | > loss_gen: 2.598907232284546 (2.5211138310639756) | > loss_kl: 2.778282642364502 (2.3398811661678813) | > loss_feat: 8.675711631774902 (7.3667780005413555) | > loss_mel: 18.583534240722656 (18.605809170266856) | > loss_duration: 2.2693958282470703 (2.2974751202956485) | > loss_1: 34.90583038330078 (33.1310572416886)  --> STEP: 24 | > loss_disc: 2.6825950145721436 (2.347557137409846) | > loss_disc_real_0: 0.38116344809532166 (0.1538365287706256) | > loss_disc_real_1: 0.3095356822013855 (0.21554806362837553) | > loss_disc_real_2: 0.176952064037323 (0.18935923061023155) | > loss_disc_real_3: 0.2961421608924866 (0.2492504051576058) | > loss_disc_real_4: 0.2673034369945526 (0.23808289195100465) | > loss_disc_real_5: 0.2332771271467209 (0.20446688868105412) | > loss_0: 2.6825950145721436 (2.347557137409846) | > loss_gen: 2.695371627807617 (2.5283745725949607) | > loss_kl: 2.3086721897125244 (2.338580792148908) | > loss_feat: 5.356388568878174 (7.283011774222056) | > loss_mel: 18.020763397216797 (18.58143226305644) | > loss_duration: 2.501549243927002 (2.3059782087802883) | > loss_1: 30.88274574279785 (33.03737759590149)  --> STEP: 25 | > loss_disc: 2.534384250640869 (2.355030221939087) | > loss_disc_real_0: 0.1554867923259735 (0.1539025393128395) | > loss_disc_real_1: 0.23701196908950806 (0.21640661984682083) | > loss_disc_real_2: 0.21651531755924225 (0.19044547408819198) | > loss_disc_real_3: 0.26317813992500305 (0.2498075145483017) | > loss_disc_real_4: 0.24172987043857574 (0.2382287710905075) | > loss_disc_real_5: 0.20449399948120117 (0.20446797311306) | > loss_0: 2.534384250640869 (2.355030221939087) | > loss_gen: 2.088624954223633 (2.5107845878601074) | > loss_kl: 2.549527883529663 (2.3470186758041383) | > loss_feat: 7.119385719299316 (7.276466732025146) | > loss_mel: 17.22373390197754 (18.527124328613283) | > loss_duration: 2.3428938388824463 (2.3074548339843743) | > loss_1: 31.32416534423828 (32.96884910583496)  --> STEP: 26 | > loss_disc: 2.561826229095459 (2.362983914522024) | > loss_disc_real_0: 0.310852587223053 (0.15993907961707848) | > loss_disc_real_1: 0.24345284700393677 (0.21744685935286376) | > loss_disc_real_2: 0.1516200304031372 (0.18895218779261297) | > loss_disc_real_3: 0.379219651222229 (0.2547849044203758) | > loss_disc_real_4: 0.23345619440078735 (0.2380452104485952) | > loss_disc_real_5: 0.27348923683166504 (0.2071226371022371) | > loss_0: 2.561826229095459 (2.362983914522024) | > loss_gen: 2.6788411140441895 (2.517248300405649) | > loss_kl: 2.125997543334961 (2.338517863016862) | > loss_feat: 8.49044418334961 (7.323158172460703) | > loss_mel: 20.93241310119629 (18.61963543525109) | > loss_duration: 2.3022654056549072 (2.307255240587087) | > loss_1: 36.52996063232422 (33.105814933776855) --> EVAL PERFORMANCE | > avg_loader_time: 0.002286324134239784 (-0.00014173984527587847) | > avg_loss_disc: 2.362983914522024 (-0.00853568774003266) | > avg_loss_disc_real_0: 0.15993907961707848 (+0.016945342318369777) | > avg_loss_disc_real_1: 0.21744685935286376 (+0.004857819527387619) | > avg_loss_disc_real_2: 0.18895218779261297 (-0.022462250234989017) | > avg_loss_disc_real_3: 0.2547849044203758 (+0.014750657173303455) | > avg_loss_disc_real_4: 0.2380452104485952 (-0.02558722175084624) | > avg_loss_disc_real_5: 0.2071226371022371 (-0.04113666885174236) | > avg_loss_0: 2.362983914522024 (-0.00853568774003266) | > avg_loss_gen: 2.517248300405649 (+0.008301588205191113) | > avg_loss_kl: 2.338517863016862 (-0.07323089471230171) | > avg_loss_feat: 7.323158172460703 (+0.5466982034536514) | > avg_loss_mel: 18.61963543525109 (+0.29568485113290777) | > avg_loss_duration: 2.307255240587087 (+0.02457127204308085) | > avg_loss_1: 33.105814933776855 (+0.8020248413085938)  > EPOCH: 255/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:09:10)   --> TIME: 2024-06-11 02:09:26 -- STEP: 24/330 -- GLOBAL_STEP: 172175 | > loss_disc: 2.315885305404663 (2.3125536839167276) | > loss_disc_real_0: 0.10238903760910034 (0.10574963067968686) | > loss_disc_real_1: 0.18040910363197327 (0.19365072436630726) | > loss_disc_real_2: 0.23664222657680511 (0.21451933681964874) | > loss_disc_real_3: 0.22557228803634644 (0.22630328126251698) | > loss_disc_real_4: 0.21671772003173828 (0.22989126791556677) | > loss_disc_real_5: 0.21908940374851227 (0.22131215470532575) | > loss_0: 2.315885305404663 (2.3125536839167276) | > grad_norm_0: tensor(4.6842, device='cuda:0') (tensor(9.7259, device='cuda:0')) | > loss_gen: 2.530282735824585 (2.5149228870868683) | > loss_kl: 1.8504436016082764 (1.7408340672651927) | > loss_feat: 7.6194939613342285 (7.116062780221303) | > loss_mel: 19.358219146728516 (18.95384748776753) | > loss_duration: 2.05881404876709 (2.123669226964315) | > loss_1: 33.41725158691406 (32.44933660825093) | > grad_norm_1: tensor(255.5482, device='cuda:0') (tensor(122.1282, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.3712 (0.3609163661797841) | > loader_time: 0.0036 (0.26284639040629076)  --> TIME: 2024-06-11 02:09:36 -- STEP: 49/330 -- GLOBAL_STEP: 172200 | > loss_disc: 2.327176570892334 (2.3095316546303883) | > loss_disc_real_0: 0.0870160385966301 (0.1075754183895734) | > loss_disc_real_1: 0.20698198676109314 (0.19777104988390085) | > loss_disc_real_2: 0.17926941812038422 (0.2136360723145154) | > loss_disc_real_3: 0.23592349886894226 (0.22786647872048982) | > loss_disc_real_4: 0.2437584400177002 (0.22566429753692782) | > loss_disc_real_5: 0.2598426938056946 (0.21671407380882574) | > loss_0: 2.327176570892334 (2.3095316546303883) | > grad_norm_0: tensor(26.3017, device='cuda:0') (tensor(11.1654, device='cuda:0')) | > loss_gen: 2.593906879425049 (2.5261865294709493) | > loss_kl: 1.7116259336471558 (1.757550030338521) | > loss_feat: 7.424118995666504 (7.237482255818892) | > loss_mel: 19.280073165893555 (18.899332825018433) | > loss_duration: 1.9975266456604004 (2.0759161808052844) | > loss_1: 33.00725173950195 (32.49646809636331) | > grad_norm_1: tensor(310.6164, device='cuda:0') (tensor(146.5959, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.378 (0.36144518852233887) | > loader_time: 0.0032 (0.1304607829269098)  --> TIME: 2024-06-11 02:09:45 -- STEP: 74/330 -- GLOBAL_STEP: 172225 | > loss_disc: 2.3485774993896484 (2.325598668407749) | > loss_disc_real_0: 0.13344669342041016 (0.11015079130192061) | > loss_disc_real_1: 0.19115257263183594 (0.19871827315639806) | > loss_disc_real_2: 0.19545693695545197 (0.21408331796929642) | > loss_disc_real_3: 0.26615941524505615 (0.22806822568983645) | > loss_disc_real_4: 0.23726730048656464 (0.22386471464021787) | > loss_disc_real_5: 0.23748432099819183 (0.2183988710512986) | > loss_0: 2.3485774993896484 (2.325598668407749) | > grad_norm_0: tensor(11.4130, device='cuda:0') (tensor(13.1964, device='cuda:0')) | > loss_gen: 2.6732640266418457 (2.5273828087626287) | > loss_kl: 1.745158076286316 (1.774498617326891) | > loss_feat: 7.729368209838867 (7.278004008370477) | > loss_mel: 19.056665420532227 (18.89235568690944) | > loss_duration: 1.9578027725219727 (2.058525863531474) | > loss_1: 33.16225814819336 (32.53076713149612) | > grad_norm_1: tensor(248.4912, device='cuda:0') (tensor(162.8256, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.3764 (0.3636338710784912) | > loader_time: 0.0037 (0.08759349101298564)  --> TIME: 2024-06-11 02:09:54 -- STEP: 99/330 -- GLOBAL_STEP: 172250 | > loss_disc: 2.3607559204101562 (2.318581019989167) | > loss_disc_real_0: 0.11398837715387344 (0.1100864726485628) | > loss_disc_real_1: 0.235453262925148 (0.19999748649019183) | > loss_disc_real_2: 0.22090812027454376 (0.21434159321014326) | > loss_disc_real_3: 0.23168183863162994 (0.2280218426627342) | > loss_disc_real_4: 0.23277966678142548 (0.2238949951198366) | > loss_disc_real_5: 0.23912876844406128 (0.21730588135695217) | > loss_0: 2.3607559204101562 (2.318581019989167) | > grad_norm_0: tensor(7.7696, device='cuda:0') (tensor(17.7906, device='cuda:0')) | > loss_gen: 2.5947024822235107 (2.557340633989585) | > loss_kl: 1.6889305114746094 (1.7857010292284416) | > loss_feat: 7.160889148712158 (7.315780384371979) | > loss_mel: 19.148826599121094 (18.844718432185623) | > loss_duration: 2.0585567951202393 (2.05458269938074) | > loss_1: 32.65190505981445 (32.55812311654139) | > grad_norm_1: tensor(394.0237, device='cuda:0') (tensor(205.0472, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.3698 (0.36289367772111997) | > loader_time: 0.0036 (0.06640632465632275)  --> TIME: 2024-06-11 02:10:03 -- STEP: 124/330 -- GLOBAL_STEP: 172275 | > loss_disc: 2.25738263130188 (2.311233184029979) | > loss_disc_real_0: 0.07847406715154648 (0.109638103974923) | > loss_disc_real_1: 0.1531839370727539 (0.19928357365631288) | > loss_disc_real_2: 0.17160286009311676 (0.21395671343611133) | > loss_disc_real_3: 0.2490653693675995 (0.22751203636007925) | > loss_disc_real_4: 0.198155015707016 (0.2219808188176924) | > loss_disc_real_5: 0.2193867564201355 (0.21598337146063004) | > loss_0: 2.25738263130188 (2.311233184029979) | > grad_norm_0: tensor(23.6997, device='cuda:0') (tensor(18.4767, device='cuda:0')) | > loss_gen: 2.607271671295166 (2.565907345664117) | > loss_kl: 1.8750505447387695 (1.7860869553781324) | > loss_feat: 7.598979949951172 (7.335041553743424) | > loss_mel: 18.9664249420166 (18.845124906109227) | > loss_duration: 2.064143657684326 (2.054157408014421) | > loss_1: 33.11186981201172 (32.58631816987068) | > grad_norm_1: tensor(309.9054, device='cuda:0') (tensor(220.2448, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.3674 (0.3626047295908775) | > loader_time: 0.004 (0.053779263650217374)  --> TIME: 2024-06-11 02:10:13 -- STEP: 149/330 -- GLOBAL_STEP: 172300 | > loss_disc: 2.2124216556549072 (2.3082682158322947) | > loss_disc_real_0: 0.11630763858556747 (0.11042886382381388) | > loss_disc_real_1: 0.16692519187927246 (0.19860438872503758) | > loss_disc_real_2: 0.21022263169288635 (0.21395588461184656) | > loss_disc_real_3: 0.2051800787448883 (0.2274022042351281) | > loss_disc_real_4: 0.20235516130924225 (0.22190957281413484) | > loss_disc_real_5: 0.18362076580524445 (0.21609898361583685) | > loss_0: 2.2124216556549072 (2.3082682158322947) | > grad_norm_0: tensor(43.6214, device='cuda:0') (tensor(19.9773, device='cuda:0')) | > loss_gen: 2.6789517402648926 (2.5762277865569874) | > loss_kl: 1.9090924263000488 (1.7868697155242) | > loss_feat: 7.335843086242676 (7.346224788051323) | > loss_mel: 19.37502098083496 (18.82035133822653) | > loss_duration: 2.0705618858337402 (2.0557848903156772) | > loss_1: 33.369468688964844 (32.585458499473205) | > grad_norm_1: tensor(367.1709, device='cuda:0') (tensor(238.1152, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.3719 (0.3635766378185093) | > loader_time: 0.004 (0.04544417330082631)  --> TIME: 2024-06-11 02:10:23 -- STEP: 174/330 -- GLOBAL_STEP: 172325 | > loss_disc: 2.307823657989502 (2.3125951358641696) | > loss_disc_real_0: 0.06691697984933853 (0.11078969710345926) | > loss_disc_real_1: 0.17089861631393433 (0.20003576388304264) | > loss_disc_real_2: 0.20240892469882965 (0.21430532454416665) | > loss_disc_real_3: 0.18977944552898407 (0.22772807199722048) | > loss_disc_real_4: 0.21517710387706757 (0.22223755143497173) | > loss_disc_real_5: 0.23222748935222626 (0.2161287590004932) | > loss_0: 2.307823657989502 (2.3125951358641696) | > grad_norm_0: tensor(33.5970, device='cuda:0') (tensor(22.0390, device='cuda:0')) | > loss_gen: 2.501478910446167 (2.5755575813096154) | > loss_kl: 1.6877880096435547 (1.7856898026904842) | > loss_feat: 7.726232051849365 (7.3623905949208925) | > loss_mel: 18.848655700683594 (18.8210186574651) | > loss_duration: 2.1421241760253906 (2.0591213778517727) | > loss_1: 32.906280517578125 (32.60377802794007) | > grad_norm_1: tensor(410.4697, device='cuda:0') (tensor(256.8913, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.379 (0.36878765451497036) | > loader_time: 0.0044 (0.03956047556866173)  --> TIME: 2024-06-11 02:10:33 -- STEP: 199/330 -- GLOBAL_STEP: 172350 | > loss_disc: 2.1936416625976562 (2.3122988142559877) | > loss_disc_real_0: 0.10509228706359863 (0.11211657580269042) | > loss_disc_real_1: 0.21487972140312195 (0.19989554950939353) | > loss_disc_real_2: 0.2118062824010849 (0.21402234408124604) | > loss_disc_real_3: 0.2186698317527771 (0.22705316985372323) | > loss_disc_real_4: 0.22451673448085785 (0.2220879381325975) | > loss_disc_real_5: 0.22983761131763458 (0.2161759292360526) | > loss_0: 2.1936416625976562 (2.3122988142559877) | > grad_norm_0: tensor(15.6101, device='cuda:0') (tensor(24.0092, device='cuda:0')) | > loss_gen: 2.6704177856445312 (2.577003072853665) | > loss_kl: 1.7744483947753906 (1.7863080783105976) | > loss_feat: 7.760582447052002 (7.3917253269023036) | > loss_mel: 19.582860946655273 (18.812078945600817) | > loss_duration: 2.1724367141723633 (2.065940296829645) | > loss_1: 33.96074676513672 (32.63305568215838) | > grad_norm_1: tensor(418.5246, device='cuda:0') (tensor(272.7548, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.3945 (0.3719422290073567) | > loader_time: 0.0049 (0.035196127004958846)  --> TIME: 2024-06-11 02:10:44 -- STEP: 224/330 -- GLOBAL_STEP: 172375 | > loss_disc: 2.2868142127990723 (2.311257333627768) | > loss_disc_real_0: 0.1051679402589798 (0.11242742264377219) | > loss_disc_real_1: 0.18702828884124756 (0.1998393357332264) | > loss_disc_real_2: 0.1945369690656662 (0.21388976668406806) | > loss_disc_real_3: 0.2394562065601349 (0.22685329868857348) | > loss_disc_real_4: 0.24231939017772675 (0.22201849413769578) | > loss_disc_real_5: 0.2431066632270813 (0.2154323340260557) | > loss_0: 2.2868142127990723 (2.311257333627768) | > grad_norm_0: tensor(38.7900, device='cuda:0') (tensor(24.2005, device='cuda:0')) | > loss_gen: 2.6363685131073 (2.570741940821921) | > loss_kl: 1.7525908946990967 (1.7863136950348104) | > loss_feat: 7.564692497253418 (7.386030173727444) | > loss_mel: 18.87432098388672 (18.781008975846422) | > loss_duration: 2.182377338409424 (2.0721493847668166) | > loss_1: 33.01034927368164 (32.59624411378593) | > grad_norm_1: tensor(394.6094, device='cuda:0') (tensor(273.3497, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.4133 (0.3758015781641006) | > loader_time: 0.0056 (0.03184671487127029)  --> TIME: 2024-06-11 02:10:54 -- STEP: 249/330 -- GLOBAL_STEP: 172400 | > loss_disc: 2.3754518032073975 (2.310419468515847) | > loss_disc_real_0: 0.09198030829429626 (0.11299979988949366) | > loss_disc_real_1: 0.177957683801651 (0.19985436070635618) | > loss_disc_real_2: 0.26195818185806274 (0.2137528021172826) | > loss_disc_real_3: 0.22870448231697083 (0.22697313417153187) | > loss_disc_real_4: 0.2628149092197418 (0.22221275463879822) | > loss_disc_real_5: 0.2504920959472656 (0.21521203884159226) | > loss_0: 2.3754518032073975 (2.310419468515847) | > grad_norm_0: tensor(41.6327, device='cuda:0') (tensor(25.5375, device='cuda:0')) | > loss_gen: 2.4983181953430176 (2.57163743225925) | > loss_kl: 1.827493667602539 (1.7873360497884483) | > loss_feat: 6.301230430603027 (7.3929484436310915) | > loss_mel: 19.06882095336914 (18.771069790943557) | > loss_duration: 2.1488852500915527 (2.0790681681001035) | > loss_1: 31.84474754333496 (32.602059820090965) | > grad_norm_1: tensor(395.5452, device='cuda:0') (tensor(286.0658, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.4219 (0.38042048182353433) | > loader_time: 0.006 (0.029245367011870704)  --> TIME: 2024-06-11 02:11:06 -- STEP: 274/330 -- GLOBAL_STEP: 172425 | > loss_disc: 2.5080907344818115 (2.30911803941657) | > loss_disc_real_0: 0.2409643530845642 (0.11401097413941022) | > loss_disc_real_1: 0.20560887455940247 (0.20014599264755736) | > loss_disc_real_2: 0.21983188390731812 (0.21350906055121524) | > loss_disc_real_3: 0.22847352921962738 (0.22666540410179295) | > loss_disc_real_4: 0.21797992289066315 (0.22134109722436773) | > loss_disc_real_5: 0.20207391679286957 (0.21456170435586985) | > loss_0: 2.5080907344818115 (2.30911803941657) | > grad_norm_0: tensor(107.0995, device='cuda:0') (tensor(27.5944, device='cuda:0')) | > loss_gen: 2.4499900341033936 (2.5749175853102755) | > loss_kl: 1.7679229974746704 (1.791822397360837) | > loss_feat: 6.719215393066406 (7.420071319942056) | > loss_mel: 17.01837158203125 (18.75173245729321) | > loss_duration: 2.1707472801208496 (2.086588557184177) | > loss_1: 30.12624740600586 (32.625132296207234) | > grad_norm_1: tensor(282.8531, device='cuda:0') (tensor(299.7606, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.4434 (0.38582656070263716) | > loader_time: 0.0061 (0.027128775624463135)  --> TIME: 2024-06-11 02:11:17 -- STEP: 299/330 -- GLOBAL_STEP: 172450 | > loss_disc: 2.3625171184539795 (2.308480167069961) | > loss_disc_real_0: 0.2111518681049347 (0.11457104627105305) | > loss_disc_real_1: 0.18017788231372833 (0.2000508007895588) | > loss_disc_real_2: 0.22042669355869293 (0.2138048805121992) | > loss_disc_real_3: 0.217851921916008 (0.22638056364944553) | > loss_disc_real_4: 0.18876683712005615 (0.22108245259742673) | > loss_disc_real_5: 0.18097828328609467 (0.21446625360079036) | > loss_0: 2.3625171184539795 (2.308480167069961) | > grad_norm_0: tensor(77.4131, device='cuda:0') (tensor(29.7535, device='cuda:0')) | > loss_gen: 2.561462640762329 (2.5802644311783727) | > loss_kl: 1.7259796857833862 (1.7901849810495034) | > loss_feat: 7.275983810424805 (7.4422469617531055) | > loss_mel: 18.612850189208984 (18.727011128811533) | > loss_duration: 2.2325360774993896 (2.095767796637621) | > loss_1: 32.4088134765625 (32.63547529903149) | > grad_norm_1: tensor(563.8422, device='cuda:0') (tensor(311.5628, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.4601 (0.39159444741979493) | > loader_time: 0.0067 (0.02540352591702768)  --> TIME: 2024-06-11 02:11:31 -- STEP: 324/330 -- GLOBAL_STEP: 172475 | > loss_disc: 2.3866946697235107 (2.3110241654478467) | > loss_disc_real_0: 0.18193620443344116 (0.11594901960573079) | > loss_disc_real_1: 0.1714499443769455 (0.20024895985369334) | > loss_disc_real_2: 0.21442246437072754 (0.2140881943481939) | > loss_disc_real_3: 0.24208718538284302 (0.22641003237646307) | > loss_disc_real_4: 0.2547079920768738 (0.22143573750868256) | > loss_disc_real_5: 0.20781540870666504 (0.21460926781098047) | > loss_0: 2.3866946697235107 (2.3110241654478467) | > grad_norm_0: tensor(15.6441, device='cuda:0') (tensor(30.3559, device='cuda:0')) | > loss_gen: 2.7177608013153076 (2.5769413650771726) | > loss_kl: 2.0139622688293457 (1.7958018632582684) | > loss_feat: 10.421263694763184 (7.501386961819213) | > loss_mel: 18.939807891845703 (18.69989623552487) | > loss_duration: 2.2912542819976807 (2.109064764814612) | > loss_1: 36.38405227661133 (32.68309121661719) | > grad_norm_1: tensor(164.8533, device='cuda:0') (tensor(314.7093, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.5944 (0.4029242492016451) | > loader_time: 0.009 (0.024072505809642635)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0808072090148926 (2.0808072090148926) | > loss_disc_real_0: 0.07332707941532135 (0.07332707941532135) | > loss_disc_real_1: 0.17498886585235596 (0.17498886585235596) | > loss_disc_real_2: 0.20696116983890533 (0.20696116983890533) | > loss_disc_real_3: 0.21574251353740692 (0.21574251353740692) | > loss_disc_real_4: 0.19056132435798645 (0.19056132435798645) | > loss_disc_real_5: 0.19673289358615875 (0.19673289358615875) | > loss_0: 2.0808072090148926 (2.0808072090148926) | > loss_gen: 2.481326103210449 (2.481326103210449) | > loss_kl: 1.9288811683654785 (1.9288811683654785) | > loss_feat: 8.059913635253906 (8.059913635253906) | > loss_mel: 17.7540225982666 (17.7540225982666) | > loss_duration: 2.857947587966919 (2.857947587966919) | > loss_1: 33.08209228515625 (33.08209228515625)  --> STEP: 1 | > loss_disc: 2.0748133659362793 (2.0748133659362793) | > loss_disc_real_0: 0.1357995867729187 (0.1357995867729187) | > loss_disc_real_1: 0.15789709985256195 (0.15789709985256195) | > loss_disc_real_2: 0.15041302144527435 (0.15041302144527435) | > loss_disc_real_3: 0.1993909329175949 (0.1993909329175949) | > loss_disc_real_4: 0.21662898361682892 (0.21662898361682892) | > loss_disc_real_5: 0.18656672537326813 (0.18656672537326813) | > loss_0: 2.0748133659362793 (2.0748133659362793) | > loss_gen: 2.5518593788146973 (2.5518593788146973) | > loss_kl: 1.9791111946105957 (1.9791111946105957) | > loss_feat: 7.062695503234863 (7.062695503234863) | > loss_mel: 18.54949188232422 (18.54949188232422) | > loss_duration: 2.418295383453369 (2.418295383453369) | > loss_1: 32.56145477294922 (32.56145477294922)  --> STEP: 2 | > loss_disc: 2.3838372230529785 (2.229325294494629) | > loss_disc_real_0: 0.07832887768745422 (0.10706423223018646) | > loss_disc_real_1: 0.10140091925859451 (0.12964900955557823) | > loss_disc_real_2: 0.26621878147125244 (0.2083159014582634) | > loss_disc_real_3: 0.23688478767871857 (0.21813786029815674) | > loss_disc_real_4: 0.26518216729164124 (0.24090557545423508) | > loss_disc_real_5: 0.22363165020942688 (0.2050991877913475) | > loss_0: 2.3838372230529785 (2.229325294494629) | > loss_gen: 2.3169991970062256 (2.4344292879104614) | > loss_kl: 2.866441011428833 (2.4227761030197144) | > loss_feat: 6.391286373138428 (6.7269909381866455) | > loss_mel: 18.876171112060547 (18.712831497192383) | > loss_duration: 2.4935057163238525 (2.455900549888611) | > loss_1: 32.94440460205078 (32.7529296875)  --> STEP: 3 | > loss_disc: 2.03157639503479 (2.1634089946746826) | > loss_disc_real_0: 0.09486433863639832 (0.10299760103225708) | > loss_disc_real_1: 0.12063483148813248 (0.1266442835330963) | > loss_disc_real_2: 0.16959775984287262 (0.19540985425313315) | > loss_disc_real_3: 0.24309802055358887 (0.22645791371663412) | > loss_disc_real_4: 0.19360685348510742 (0.2251393347978592) | > loss_disc_real_5: 0.21199767291545868 (0.2073986828327179) | > loss_0: 2.03157639503479 (2.1634089946746826) | > loss_gen: 2.582123041152954 (2.4836605389912925) | > loss_kl: 1.972193717956543 (2.2725819746653237) | > loss_feat: 6.73696756362915 (6.7303164800008135) | > loss_mel: 18.40392303466797 (18.609862009684246) | > loss_duration: 2.2393922805786133 (2.3837311267852783) | > loss_1: 31.934600830078125 (32.48015340169271)  --> STEP: 4 | > loss_disc: 2.1229124069213867 (2.1532848477363586) | > loss_disc_real_0: 0.10725261270999908 (0.10406135395169258) | > loss_disc_real_1: 0.16086870431900024 (0.1352003887295723) | > loss_disc_real_2: 0.25355926156044006 (0.20994720607995987) | > loss_disc_real_3: 0.2616887092590332 (0.2352656126022339) | > loss_disc_real_4: 0.24291962385177612 (0.22958440706133842) | > loss_disc_real_5: 0.20188535749912262 (0.20602035149931908) | > loss_0: 2.1229124069213867 (2.1532848477363586) | > loss_gen: 2.7813048362731934 (2.5580716133117676) | > loss_kl: 3.3242275714874268 (2.5354933738708496) | > loss_feat: 7.42906379699707 (6.905003309249878) | > loss_mel: 19.00634765625 (18.708983421325684) | > loss_duration: 2.3230104446411133 (2.368550956249237) | > loss_1: 34.86395263671875 (33.07610321044922)  --> STEP: 5 | > loss_disc: 2.253347873687744 (2.1732974529266356) | > loss_disc_real_0: 0.09637430310249329 (0.10252394378185273) | > loss_disc_real_1: 0.1729270964860916 (0.14274573028087617) | > loss_disc_real_2: 0.1978355497121811 (0.2075248748064041) | > loss_disc_real_3: 0.24108923971652985 (0.23643033802509308) | > loss_disc_real_4: 0.2259024977684021 (0.22884802520275116) | > loss_disc_real_5: 0.21872584521770477 (0.20856145024299622) | > loss_0: 2.253347873687744 (2.1732974529266356) | > loss_gen: 2.4704182147979736 (2.540540933609009) | > loss_kl: 1.6433161497116089 (2.3570579290390015) | > loss_feat: 6.999145984649658 (6.923831844329834) | > loss_mel: 20.246923446655273 (19.0165714263916) | > loss_duration: 2.384465217590332 (2.371733808517456) | > loss_1: 33.74427032470703 (33.20973663330078)  --> STEP: 6 | > loss_disc: 2.505608320236206 (2.228682597478231) | > loss_disc_real_0: 0.2149389088153839 (0.12125977128744125) | > loss_disc_real_1: 0.29236820340156555 (0.1676828091343244) | > loss_disc_real_2: 0.28356367349624634 (0.2201980079213778) | > loss_disc_real_3: 0.3070397675037384 (0.24819857627153397) | > loss_disc_real_4: 0.25696438550949097 (0.23353408525387445) | > loss_disc_real_5: 0.2191677689552307 (0.21032917002836862) | > loss_0: 2.505608320236206 (2.228682597478231) | > loss_gen: 2.8405890464782715 (2.5905489524205527) | > loss_kl: 2.466980218887329 (2.3753783106803894) | > loss_feat: 5.687865734100342 (6.717837492624919) | > loss_mel: 19.900249481201172 (19.163851102193195) | > loss_duration: 2.156813859939575 (2.335913817087809) | > loss_1: 33.05249786376953 (33.18353017171224)  --> STEP: 7 | > loss_disc: 2.401191234588623 (2.2533266884940013) | > loss_disc_real_0: 0.21149152517318726 (0.13415002184254782) | > loss_disc_real_1: 0.2314372956752777 (0.17679059292588914) | > loss_disc_real_2: 0.247707799077034 (0.22412797808647156) | > loss_disc_real_3: 0.27777519822120667 (0.25242380797863007) | > loss_disc_real_4: 0.2613566815853119 (0.23750874187265122) | > loss_disc_real_5: 0.25337833166122437 (0.21647905026163375) | > loss_0: 2.401191234588623 (2.2533266884940013) | > loss_gen: 2.581805944442749 (2.5892999512808665) | > loss_kl: 3.7387375831604004 (2.570143921034677) | > loss_feat: 5.220418453216553 (6.503920486995152) | > loss_mel: 17.908061981201172 (18.984452656337194) | > loss_duration: 2.439696788787842 (2.3507399559020996) | > loss_1: 31.888721466064453 (32.99855749947684)  --> STEP: 8 | > loss_disc: 2.1275012493133545 (2.2375985085964203) | > loss_disc_real_0: 0.07234205305576324 (0.12642402574419975) | > loss_disc_real_1: 0.11894501745700836 (0.16955989599227905) | > loss_disc_real_2: 0.2259543240070343 (0.2243562713265419) | > loss_disc_real_3: 0.21853631734848022 (0.24818787164986134) | > loss_disc_real_4: 0.28537702560424805 (0.24349227733910084) | > loss_disc_real_5: 0.2891046404838562 (0.22555724903941154) | > loss_0: 2.1275012493133545 (2.2375985085964203) | > loss_gen: 2.7600929737091064 (2.6106490790843964) | > loss_kl: 2.522588014602661 (2.5641994327306747) | > loss_feat: 9.895137786865234 (6.927822649478912) | > loss_mel: 21.214313507080078 (19.263185262680054) | > loss_duration: 2.155728578567505 (2.3263635337352753) | > loss_1: 38.54785919189453 (33.69222021102905)  --> STEP: 9 | > loss_disc: 2.50333571434021 (2.2671248647901745) | > loss_disc_real_0: 0.1438455581665039 (0.12835975156890023) | > loss_disc_real_1: 0.1896321177482605 (0.17179014285405478) | > loss_disc_real_2: 0.1765926629304886 (0.21904920372698042) | > loss_disc_real_3: 0.22268249094486237 (0.245353940460417) | > loss_disc_real_4: 0.23892027139663696 (0.24298427667882708) | > loss_disc_real_5: 0.19930659234523773 (0.22264050940672556) | > loss_0: 2.50333571434021 (2.2671248647901745) | > loss_gen: 2.141427755355835 (2.5585133764478893) | > loss_kl: 2.7811222076416016 (2.5883019632763333) | > loss_feat: 11.814854621887207 (7.470826201968723) | > loss_mel: 20.815950393676758 (19.435714721679688) | > loss_duration: 2.133543014526367 (2.304939031600952) | > loss_1: 39.68689727783203 (34.35829544067383)  --> STEP: 10 | > loss_disc: 2.181554079055786 (2.258567786216736) | > loss_disc_real_0: 0.1904643177986145 (0.13457020819187165) | > loss_disc_real_1: 0.16274887323379517 (0.17088601589202881) | > loss_disc_real_2: 0.25411224365234375 (0.22255550771951677) | > loss_disc_real_3: 0.2124261111021042 (0.24206115752458573) | > loss_disc_real_4: 0.2066962569952011 (0.23935547471046448) | > loss_disc_real_5: 0.19928772747516632 (0.22030523121356965) | > loss_0: 2.181554079055786 (2.258567786216736) | > loss_gen: 2.6562252044677734 (2.5682845592498778) | > loss_kl: 2.2096056938171387 (2.550432336330414) | > loss_feat: 6.563920497894287 (7.380135631561279) | > loss_mel: 18.67818832397461 (19.35996208190918) | > loss_duration: 2.2869653701782227 (2.3031416654586794) | > loss_1: 32.39490509033203 (34.16195640563965)  --> STEP: 11 | > loss_disc: 2.650757312774658 (2.294221379540183) | > loss_disc_real_0: 0.172636017203331 (0.13803073628382248) | > loss_disc_real_1: 0.20714497566223145 (0.17418228496204724) | > loss_disc_real_2: 0.24367082118988037 (0.22447508167136798) | > loss_disc_real_3: 0.26133158802986145 (0.24381301484324716) | > loss_disc_real_4: 0.2531435787677765 (0.24060893871567465) | > loss_disc_real_5: 0.32926562428474426 (0.23021072149276733) | > loss_0: 2.650757312774658 (2.294221379540183) | > loss_gen: 2.1167945861816406 (2.5272400162436743) | > loss_kl: 2.8614089488983154 (2.57870293747295) | > loss_feat: 4.862893581390381 (7.1512954451821065) | > loss_mel: 14.950946807861328 (18.95914251154119) | > loss_duration: 2.453598976135254 (2.316819602792913) | > loss_1: 27.245643615722656 (33.533200697465375)  --> STEP: 12 | > loss_disc: 2.426542282104492 (2.3052481214205423) | > loss_disc_real_0: 0.1072109192609787 (0.13546241819858548) | > loss_disc_real_1: 0.1999325305223465 (0.17632813875873884) | > loss_disc_real_2: 0.25679779052734375 (0.2271686407426993) | > loss_disc_real_3: 0.2885667681694031 (0.2475424942870935) | > loss_disc_real_4: 0.22882527112960815 (0.23962696641683578) | > loss_disc_real_5: 0.18852311372756958 (0.22673675417900085) | > loss_0: 2.426542282104492 (2.3052481214205423) | > loss_gen: 2.296666383743286 (2.508025546868642) | > loss_kl: 1.9227101802825928 (2.524036874373754) | > loss_feat: 6.267060279846191 (7.077609181404114) | > loss_mel: 16.118844985961914 (18.722451051076252) | > loss_duration: 2.2479662895202637 (2.311081826686859) | > loss_1: 28.85325050354004 (33.143204847971596)  --> STEP: 13 | > loss_disc: 2.2818963527679443 (2.3034518315241885) | > loss_disc_real_0: 0.15069112181663513 (0.13663385693843544) | > loss_disc_real_1: 0.16928520798683167 (0.17578637485320753) | > loss_disc_real_2: 0.21960946917533875 (0.2265871660067485) | > loss_disc_real_3: 0.22849984467029572 (0.24607767508580133) | > loss_disc_real_4: 0.2266400009393692 (0.2386279690724153) | > loss_disc_real_5: 0.23244084417819977 (0.2271755303327854) | > loss_0: 2.2818963527679443 (2.3034518315241885) | > loss_gen: 2.687620162963867 (2.521840517337506) | > loss_kl: 2.8012986183166504 (2.5453647008308997) | > loss_feat: 8.6605863571167 (7.199376656458928) | > loss_mel: 19.521772384643555 (18.78393730750451) | > loss_duration: 2.173762321472168 (2.3005187878241906) | > loss_1: 35.84504318237305 (33.35103856600248)  --> STEP: 14 | > loss_disc: 2.26005220413208 (2.300351858139038) | > loss_disc_real_0: 0.13989582657814026 (0.13686685476984292) | > loss_disc_real_1: 0.23542195558547974 (0.18004605919122696) | > loss_disc_real_2: 0.18175503611564636 (0.22338487101452692) | > loss_disc_real_3: 0.27121707797050476 (0.24787334672042302) | > loss_disc_real_4: 0.26925379037857056 (0.24081552773714066) | > loss_disc_real_5: 0.22843366861343384 (0.22726539735283172) | > loss_0: 2.26005220413208 (2.300351858139038) | > loss_gen: 2.69401216506958 (2.534138492175511) | > loss_kl: 3.3652210235595703 (2.6039258667400906) | > loss_feat: 8.128647804260254 (7.2657531670161655) | > loss_mel: 19.4258975982666 (18.829791613987513) | > loss_duration: 2.3212578296661377 (2.3020001479557584) | > loss_1: 35.935035705566406 (33.53560979025705)  --> STEP: 15 | > loss_disc: 2.39111328125 (2.3064026196797687) | > loss_disc_real_0: 0.15750662982463837 (0.13824283977349594) | > loss_disc_real_1: 0.20049040019512177 (0.18140901525815328) | > loss_disc_real_2: 0.27296534180641174 (0.2266902357339859) | > loss_disc_real_3: 0.2381671518087387 (0.24722626705964407) | > loss_disc_real_4: 0.22866767644882202 (0.24000567098458608) | > loss_disc_real_5: 0.19893498718738556 (0.22537670334180196) | > loss_0: 2.39111328125 (2.3064026196797687) | > loss_gen: 2.4873437881469727 (2.531018845240275) | > loss_kl: 2.978546380996704 (2.6289005676905313) | > loss_feat: 8.309162139892578 (7.3353137652079266) | > loss_mel: 18.753816604614258 (18.824726613362632) | > loss_duration: 2.3124587535858154 (2.3026973883310955) | > loss_1: 34.84132766723633 (33.62265764872233)  --> STEP: 16 | > loss_disc: 2.7620625495910645 (2.334881365299225) | > loss_disc_real_0: 0.27648675441741943 (0.14688308443874115) | > loss_disc_real_1: 0.18286879360675812 (0.18150025140494108) | > loss_disc_real_2: 0.25953978300094604 (0.2287433324381709) | > loss_disc_real_3: 0.3083688020706177 (0.2510476754978299) | > loss_disc_real_4: 0.3808687627315521 (0.24880961421877146) | > loss_disc_real_5: 0.39242565631866455 (0.23581726290285587) | > loss_0: 2.7620625495910645 (2.334881365299225) | > loss_gen: 2.7938425540924072 (2.5474453270435333) | > loss_kl: 1.7711138725280762 (2.575288899242878) | > loss_feat: 5.9804887771606445 (7.250637203454971) | > loss_mel: 16.01093101501465 (18.64886438846588) | > loss_duration: 2.3575997352600098 (2.3061287850141525) | > loss_1: 28.91397476196289 (33.328364968299866)  --> STEP: 17 | > loss_disc: 2.465750217437744 (2.342579533072079) | > loss_disc_real_0: 0.1989789605140686 (0.14994754773728983) | > loss_disc_real_1: 0.17662495374679565 (0.18121346918975606) | > loss_disc_real_2: 0.2505197525024414 (0.23002429832430446) | > loss_disc_real_3: 0.2858177423477173 (0.2530929735478233) | > loss_disc_real_4: 0.279057115316391 (0.25058887898921967) | > loss_disc_real_5: 0.269584983587265 (0.23780359941370346) | > loss_0: 2.465750217437744 (2.342579533072079) | > loss_gen: 2.5504937171936035 (2.5476246441111847) | > loss_kl: 1.8268179893493652 (2.5312611986609066) | > loss_feat: 6.5981669425964355 (7.212256599875057) | > loss_mel: 19.25522232055664 (18.68453250211828) | > loss_duration: 2.4277586936950684 (2.313283485524795) | > loss_1: 32.6584587097168 (33.288958717794976)  --> STEP: 18 | > loss_disc: 2.3732428550720215 (2.3442830509609647) | > loss_disc_real_0: 0.11602923274040222 (0.1480631969041294) | > loss_disc_real_1: 0.12875932455062866 (0.17829935004313788) | > loss_disc_real_2: 0.23421356081962585 (0.2302570351296001) | > loss_disc_real_3: 0.2555869221687317 (0.2532315262489849) | > loss_disc_real_4: 0.2331516146659851 (0.2496201420823733) | > loss_disc_real_5: 0.1851215362548828 (0.23487681812710232) | > loss_0: 2.3732428550720215 (2.3442830509609647) | > loss_gen: 2.4471254348754883 (2.5420413547092013) | > loss_kl: 2.6221139430999756 (2.536308573351966) | > loss_feat: 8.813907623291016 (7.301237212287055) | > loss_mel: 20.860355377197266 (18.80541155073378) | > loss_duration: 2.2457995414733887 (2.309534377521939) | > loss_1: 36.98930358886719 (33.494533432854546)  --> STEP: 19 | > loss_disc: 2.5470595359802246 (2.3549554975409257) | > loss_disc_real_0: 0.18022876977920532 (0.14975612179229128) | > loss_disc_real_1: 0.27563267946243286 (0.18342215685467972) | > loss_disc_real_2: 0.2603118419647217 (0.2318388670682907) | > loss_disc_real_3: 0.25738969445228577 (0.2534503772070533) | > loss_disc_real_4: 0.2971709966659546 (0.2521228186394039) | > loss_disc_real_5: 0.24129775166511536 (0.23521476199752406) | > loss_0: 2.5470595359802246 (2.3549554975409257) | > loss_gen: 2.5620152950286865 (2.5430926147260164) | > loss_kl: 1.9076963663101196 (2.5032237203497636) | > loss_feat: 7.573296546936035 (7.315556124637001) | > loss_mel: 17.662878036499023 (18.745278207879316) | > loss_duration: 2.2835659980773926 (2.308167620709068) | > loss_1: 31.989452362060547 (33.41531863965486)  --> STEP: 20 | > loss_disc: 2.385859727859497 (2.356500709056854) | > loss_disc_real_0: 0.15913176536560059 (0.15022490397095672) | > loss_disc_real_1: 0.18804629147052765 (0.1836533635854721) | > loss_disc_real_2: 0.3073331117630005 (0.2356135793030262) | > loss_disc_real_3: 0.27386075258255005 (0.25447089597582817) | > loss_disc_real_4: 0.27622663974761963 (0.25332800969481467) | > loss_disc_real_5: 0.2397216260433197 (0.23544010519981384) | > loss_0: 2.385859727859497 (2.356500709056854) | > loss_gen: 2.6941490173339844 (2.5506454348564147) | > loss_kl: 2.024510383605957 (2.4792880535125734) | > loss_feat: 8.271306991577148 (7.363343667984009) | > loss_mel: 18.161998748779297 (18.716114234924316) | > loss_duration: 2.285531759262085 (2.3070358276367187) | > loss_1: 33.437496185302734 (33.416427516937254)  --> STEP: 21 | > loss_disc: 2.312577962875366 (2.3544091497148787) | > loss_disc_real_0: 0.16312745213508606 (0.15083931102639145) | > loss_disc_real_1: 0.17385822534561157 (0.18318692843119302) | > loss_disc_real_2: 0.28978583216667175 (0.23819321039177122) | > loss_disc_real_3: 0.3091975748538971 (0.25707692830335527) | > loss_disc_real_4: 0.24458591639995575 (0.25291171953791663) | > loss_disc_real_5: 0.22584709525108337 (0.23498329520225525) | > loss_0: 2.312577962875366 (2.3544091497148787) | > loss_gen: 3.1348743438720703 (2.5784658590952554) | > loss_kl: 2.8924272060394287 (2.4989613464900424) | > loss_feat: 6.983607292175293 (7.345260983421689) | > loss_mel: 17.156599044799805 (18.64185160682315) | > loss_duration: 2.070578098297119 (2.2957759357634044) | > loss_1: 32.23808670043945 (33.36031604948498)  --> STEP: 22 | > loss_disc: 2.1199920177459717 (2.3437538255344736) | > loss_disc_real_0: 0.07936742901802063 (0.14759058911692005) | > loss_disc_real_1: 0.1440885215997696 (0.1814097281206738) | > loss_disc_real_2: 0.12305229902267456 (0.23295953260226684) | > loss_disc_real_3: 0.2505233585834503 (0.2567790387706323) | > loss_disc_real_4: 0.2841964066028595 (0.2543337507681413) | > loss_disc_real_5: 0.2532181441783905 (0.23581215197389777) | > loss_0: 2.1199920177459717 (2.3437538255344736) | > loss_gen: 2.583582878112793 (2.57869845086878) | > loss_kl: 1.942881464958191 (2.473684988238595) | > loss_feat: 8.547866821289062 (7.399924885142934) | > loss_mel: 20.131553649902344 (18.709565336054023) | > loss_duration: 2.157557487487793 (2.289493279023604) | > loss_1: 35.36344528198242 (33.45136737823486)  --> STEP: 23 | > loss_disc: 2.4821832180023193 (2.349772494772206) | > loss_disc_real_0: 0.2250436246395111 (0.15095811240051096) | > loss_disc_real_1: 0.17887639999389648 (0.18129958341950955) | > loss_disc_real_2: 0.2691326141357422 (0.23453227527763532) | > loss_disc_real_3: 0.2429826706647873 (0.25617919667907385) | > loss_disc_real_4: 0.2676047384738922 (0.25491075023360876) | > loss_disc_real_5: 0.23477834463119507 (0.23576720382856287) | > loss_0: 2.4821832180023193 (2.349772494772206) | > loss_gen: 2.337951183319092 (2.5682311783666196) | > loss_kl: 2.663039445877075 (2.481917790744616) | > loss_feat: 5.945625305175781 (7.336694468622622) | > loss_mel: 15.95458698272705 (18.58978366851807) | > loss_duration: 2.2824959754943848 (2.289189048435377) | > loss_1: 29.183698654174805 (33.2658165641453)  --> STEP: 24 | > loss_disc: 2.3073933124542236 (2.348006695508957) | > loss_disc_real_0: 0.14448250830173492 (0.15068829556306196) | > loss_disc_real_1: 0.15317727625370026 (0.18012782062093416) | > loss_disc_real_2: 0.2589332163333893 (0.2355489811549584) | > loss_disc_real_3: 0.25376585125923157 (0.25607864061991376) | > loss_disc_real_4: 0.1859593391418457 (0.25203777477145195) | > loss_disc_real_5: 0.16476356983184814 (0.23280871907869974) | > loss_0: 2.3073933124542236 (2.348006695508957) | > loss_gen: 2.3816325664520264 (2.5604562362035117) | > loss_kl: 2.4297828674316406 (2.4797455022732424) | > loss_feat: 7.086704254150391 (7.326278209686279) | > loss_mel: 20.13973045349121 (18.654364784558616) | > loss_duration: 2.412415027618408 (2.29432346423467) | > loss_1: 34.45026397705078 (33.31516853968302)  --> STEP: 25 | > loss_disc: 2.1499078273773193 (2.3400827407836915) | > loss_disc_real_0: 0.07783505320549011 (0.14777416586875908) | > loss_disc_real_1: 0.10447977483272552 (0.17710189878940583) | > loss_disc_real_2: 0.2272312194108963 (0.23521627068519593) | > loss_disc_real_3: 0.20003309845924377 (0.2538368189334869) | > loss_disc_real_4: 0.27726852893829346 (0.2530470049381256) | > loss_disc_real_5: 0.2601909339427948 (0.23390400767326355) | > loss_0: 2.1499078273773193 (2.3400827407836915) | > loss_gen: 2.6367883682250977 (2.563509521484375) | > loss_kl: 2.2501418590545654 (2.4705613565444953) | > loss_feat: 7.440305709838867 (7.330839309692383) | > loss_mel: 18.13131332397461 (18.633442726135257) | > loss_duration: 2.3203225135803223 (2.295363426208496) | > loss_1: 32.778873443603516 (33.293716735839844)  --> STEP: 26 | > loss_disc: 2.2062089443206787 (2.334933748612037) | > loss_disc_real_0: 0.15197618305683136 (0.14793578191445417) | > loss_disc_real_1: 0.09605736285448074 (0.17398480125344717) | > loss_disc_real_2: 0.13635988533496857 (0.23141410201787949) | > loss_disc_real_3: 0.1355734020471573 (0.2492882259763204) | > loss_disc_real_4: 0.16667012870311737 (0.2497248173906253) | > loss_disc_real_5: 0.260863333940506 (0.23494090483738825) | > loss_0: 2.2062089443206787 (2.334933748612037) | > loss_gen: 2.2378358840942383 (2.5509836123539853) | > loss_kl: 1.9800015687942505 (2.451693672400255) | > loss_feat: 15.659149169921875 (7.651158919701209) | > loss_mel: 22.608531951904297 (18.78633077328022) | > loss_duration: 2.270665407180786 (2.294413502399738) | > loss_1: 44.75617980957031 (33.734580700214096) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025720596313476562 (+0.0002857354971078723) | > avg_loss_disc: 2.334933748612037 (-0.02805016590998699) | > avg_loss_disc_real_0: 0.14793578191445417 (-0.012003297702624316) | > avg_loss_disc_real_1: 0.17398480125344717 (-0.043462058099416584) | > avg_loss_disc_real_2: 0.23141410201787949 (+0.04246191422526652) | > avg_loss_disc_real_3: 0.2492882259763204 (-0.005496678444055436) | > avg_loss_disc_real_4: 0.2497248173906253 (+0.011679606942030102) | > avg_loss_disc_real_5: 0.23494090483738825 (+0.027818267735151142) | > avg_loss_0: 2.334933748612037 (-0.02805016590998699) | > avg_loss_gen: 2.5509836123539853 (+0.03373531194833612) | > avg_loss_kl: 2.451693672400255 (+0.11317580938339322) | > avg_loss_feat: 7.651158919701209 (+0.3280007472405062) | > avg_loss_mel: 18.78633077328022 (+0.16669533802912895) | > avg_loss_duration: 2.294413502399738 (-0.01284173818734935) | > avg_loss_1: 33.734580700214096 (+0.6287657664372404)  > EPOCH: 256/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:11:53)   --> TIME: 2024-06-11 02:12:01 -- STEP: 19/330 -- GLOBAL_STEP: 172500 | > loss_disc: 2.2373650074005127 (2.286537195506849) | > loss_disc_real_0: 0.07425741851329803 (0.11196067537132062) | > loss_disc_real_1: 0.16202464699745178 (0.19483502993458196) | > loss_disc_real_2: 0.186117023229599 (0.21704170970540299) | > loss_disc_real_3: 0.19529947638511658 (0.22536822918214297) | > loss_disc_real_4: 0.2255110889673233 (0.22031861700509725) | > loss_disc_real_5: 0.22196342051029205 (0.22012943186258016) | > loss_0: 2.2373650074005127 (2.286537195506849) | > grad_norm_0: tensor(7.5169, device='cuda:0') (tensor(6.5948, device='cuda:0')) | > loss_gen: 2.594487428665161 (2.516851826717979) | > loss_kl: 1.718855619430542 (1.7673518218492206) | > loss_feat: 8.09065055847168 (7.045924312190006) | > loss_mel: 18.999967575073242 (18.918923628957646) | > loss_duration: 2.060847759246826 (2.1504621066545186) | > loss_1: 33.46480941772461 (32.399514148109844) | > grad_norm_1: tensor(73.0965, device='cuda:0') (tensor(76.2863, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3511 (0.35063444940667404) | > loader_time: 0.0034 (0.0033748777289139597) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_172500.pth  --> TIME: 2024-06-11 02:12:15 -- STEP: 44/330 -- GLOBAL_STEP: 172525 | > loss_disc: 2.432739734649658 (2.291770588267933) | > loss_disc_real_0: 0.14771685004234314 (0.11181140843440186) | > loss_disc_real_1: 0.2007341980934143 (0.1963218982246789) | > loss_disc_real_2: 0.21849322319030762 (0.2130856110968373) | > loss_disc_real_3: 0.23237204551696777 (0.22605995596809822) | > loss_disc_real_4: 0.2475939840078354 (0.22117039188742638) | > loss_disc_real_5: 0.2267577052116394 (0.21520327031612396) | > loss_0: 2.432739734649658 (2.291770588267933) | > grad_norm_0: tensor(6.6484, device='cuda:0') (tensor(6.7708, device='cuda:0')) | > loss_gen: 2.4216692447662354 (2.5531604452566667) | > loss_kl: 1.8014955520629883 (1.7690606333992698) | > loss_feat: 7.410706996917725 (7.293980977751992) | > loss_mel: 18.92428207397461 (18.91361184553667) | > loss_duration: 1.9973267316818237 (2.0861572921276093) | > loss_1: 32.55548095703125 (32.61597121845593) | > grad_norm_1: tensor(67.9440, device='cuda:0') (tensor(82.9247, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3507 (0.35813888636502345) | > loader_time: 0.0034 (0.003509478135542436)  --> TIME: 2024-06-11 02:12:24 -- STEP: 69/330 -- GLOBAL_STEP: 172550 | > loss_disc: 2.3598573207855225 (2.3143304880114566) | > loss_disc_real_0: 0.11315673589706421 (0.11280884442554004) | > loss_disc_real_1: 0.2146405726671219 (0.1986319729383441) | > loss_disc_real_2: 0.22373738884925842 (0.21480766824190167) | > loss_disc_real_3: 0.22495552897453308 (0.22672372430131055) | > loss_disc_real_4: 0.23719429969787598 (0.22375733956046726) | > loss_disc_real_5: 0.2690936326980591 (0.21643970410029092) | > loss_0: 2.3598573207855225 (2.3143304880114566) | > grad_norm_0: tensor(9.1640, device='cuda:0') (tensor(8.3713, device='cuda:0')) | > loss_gen: 2.5738368034362793 (2.539130549499954) | > loss_kl: 2.052483558654785 (1.7818470433138418) | > loss_feat: 7.090026378631592 (7.255821863810222) | > loss_mel: 17.76418685913086 (18.86284891764323) | > loss_duration: 1.990114688873291 (2.0639863757119667) | > loss_1: 31.47064781188965 (32.50363474306853) | > grad_norm_1: tensor(278.4430, device='cuda:0') (tensor(103.9129, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3604 (0.36215917614923) | > loader_time: 0.0043 (0.003583489984705828)  --> TIME: 2024-06-11 02:12:34 -- STEP: 94/330 -- GLOBAL_STEP: 172575 | > loss_disc: 2.2855007648468018 (2.3017176998422513) | > loss_disc_real_0: 0.13572600483894348 (0.11226810594188406) | > loss_disc_real_1: 0.17144957184791565 (0.1973706433113585) | > loss_disc_real_2: 0.2717445194721222 (0.21339864521584612) | > loss_disc_real_3: 0.23026961088180542 (0.22601968684095017) | > loss_disc_real_4: 0.24164393544197083 (0.22333720278866748) | > loss_disc_real_5: 0.22856420278549194 (0.21599201984862063) | > loss_0: 2.2855007648468018 (2.3017176998422513) | > grad_norm_0: tensor(5.5667, device='cuda:0') (tensor(8.2464, device='cuda:0')) | > loss_gen: 2.6501355171203613 (2.5537365522790467) | > loss_kl: 1.8168808221817017 (1.7815341974826568) | > loss_feat: 7.033435344696045 (7.3176958713125675) | > loss_mel: 18.47743797302246 (18.85083683500899) | > loss_duration: 2.0687203407287598 (2.0561031052406804) | > loss_1: 32.04661178588867 (32.55990659429672) | > grad_norm_1: tensor(67.8644, device='cuda:0') (tensor(102.2794, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3772 (0.3656206308527194) | > loader_time: 0.004 (0.003702447769489694)  --> TIME: 2024-06-11 02:12:43 -- STEP: 119/330 -- GLOBAL_STEP: 172600 | > loss_disc: 2.2859346866607666 (2.299325223730393) | > loss_disc_real_0: 0.09839149564504623 (0.11216936110197998) | > loss_disc_real_1: 0.17419010400772095 (0.19679746670382364) | > loss_disc_real_2: 0.1792440116405487 (0.21258819178372873) | > loss_disc_real_3: 0.22185470163822174 (0.22545148557474634) | > loss_disc_real_4: 0.2221716046333313 (0.22335546144417354) | > loss_disc_real_5: 0.21494467556476593 (0.21546877081654653) | > loss_0: 2.2859346866607666 (2.299325223730393) | > grad_norm_0: tensor(5.4521, device='cuda:0') (tensor(8.4506, device='cuda:0')) | > loss_gen: 2.597412586212158 (2.553898342517245) | > loss_kl: 1.7098932266235352 (1.790202377223167) | > loss_feat: 7.9714484214782715 (7.3761961159585905) | > loss_mel: 18.749488830566406 (18.861687844540903) | > loss_duration: 2.047362804412842 (2.0539739182015437) | > loss_1: 33.07560348510742 (32.635958663555755) | > grad_norm_1: tensor(177.8100, device='cuda:0') (tensor(101.8260, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.354 (0.36727379951156475) | > loader_time: 0.0039 (0.0038060781334628576)  --> TIME: 2024-06-11 02:12:53 -- STEP: 144/330 -- GLOBAL_STEP: 172625 | > loss_disc: 2.2983248233795166 (2.305768794483609) | > loss_disc_real_0: 0.0984857901930809 (0.11388328112661839) | > loss_disc_real_1: 0.17258955538272858 (0.19736802991893557) | > loss_disc_real_2: 0.18391108512878418 (0.2136460244655609) | > loss_disc_real_3: 0.20086301863193512 (0.22544355348994335) | > loss_disc_real_4: 0.22868625819683075 (0.2232062973909908) | > loss_disc_real_5: 0.21005183458328247 (0.21557695956693754) | > loss_0: 2.2983248233795166 (2.305768794483609) | > grad_norm_0: tensor(15.4524, device='cuda:0') (tensor(8.6152, device='cuda:0')) | > loss_gen: 2.5627803802490234 (2.5459460682339152) | > loss_kl: 1.9188612699508667 (1.7913626962237883) | > loss_feat: 7.565736293792725 (7.365928649902344) | > loss_mel: 18.50977325439453 (18.869520968861057) | > loss_duration: 2.031581401824951 (2.056356561680635) | > loss_1: 32.58872985839844 (32.629114892747666) | > grad_norm_1: tensor(241.6212, device='cuda:0') (tensor(103.7741, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3847 (0.3680783162514368) | > loader_time: 0.004 (0.0038818452093336317)  --> TIME: 2024-06-11 02:13:02 -- STEP: 169/330 -- GLOBAL_STEP: 172650 | > loss_disc: 2.3598897457122803 (2.305177705527763) | > loss_disc_real_0: 0.08431553840637207 (0.11313478379736286) | > loss_disc_real_1: 0.1389533281326294 (0.19720531083070314) | > loss_disc_real_2: 0.2299773097038269 (0.2136851210565962) | > loss_disc_real_3: 0.22953899204730988 (0.22580015421266386) | > loss_disc_real_4: 0.2208949327468872 (0.2230300009250641) | > loss_disc_real_5: 0.19147685170173645 (0.21506038740189118) | > loss_0: 2.3598897457122803 (2.305177705527763) | > grad_norm_0: tensor(21.3038, device='cuda:0') (tensor(10.4786, device='cuda:0')) | > loss_gen: 2.5185141563415527 (2.5475231881677765) | > loss_kl: 1.8021258115768433 (1.7921873577953087) | > loss_feat: 7.5063958168029785 (7.365059212114684) | > loss_mel: 18.322162628173828 (18.813088512984965) | > loss_duration: 2.0896971225738525 (2.059054788753126) | > loss_1: 32.238895416259766 (32.57691298716167) | > grad_norm_1: tensor(323.8603, device='cuda:0') (tensor(133.5846, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3742 (0.36997851112185126) | > loader_time: 0.005 (0.003988154541105915)  --> TIME: 2024-06-11 02:13:12 -- STEP: 194/330 -- GLOBAL_STEP: 172675 | > loss_disc: 2.41162109375 (2.3064567809252408) | > loss_disc_real_0: 0.08363083750009537 (0.11363814026117325) | > loss_disc_real_1: 0.2147374004125595 (0.19692806231299625) | > loss_disc_real_2: 0.2299567312002182 (0.21355356322121374) | > loss_disc_real_3: 0.22349438071250916 (0.22577623531375965) | > loss_disc_real_4: 0.19957806169986725 (0.22341012025309592) | > loss_disc_real_5: 0.23340854048728943 (0.21566945767586992) | > loss_0: 2.41162109375 (2.3064567809252408) | > grad_norm_0: tensor(40.7735, device='cuda:0') (tensor(13.8442, device='cuda:0')) | > loss_gen: 2.4449410438537598 (2.5493879711505074) | > loss_kl: 1.7833956480026245 (1.7907047277873323) | > loss_feat: 6.815145969390869 (7.359692003309112) | > loss_mel: 19.169178009033203 (18.799753277572165) | > loss_duration: 2.0730795860290527 (2.0644591032844226) | > loss_1: 32.28573989868164 (32.56399700322102) | > grad_norm_1: tensor(328.9651, device='cuda:0') (tensor(159.9873, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.3945 (0.3727041999089348) | > loader_time: 0.0056 (0.004108661228848491)  --> TIME: 2024-06-11 02:13:23 -- STEP: 219/330 -- GLOBAL_STEP: 172700 | > loss_disc: 2.2654459476470947 (2.3049457160305216) | > loss_disc_real_0: 0.06774173676967621 (0.11370628225068523) | > loss_disc_real_1: 0.1669365018606186 (0.19658534371689573) | > loss_disc_real_2: 0.24749356508255005 (0.21379953690859826) | > loss_disc_real_3: 0.24084492027759552 (0.2254716453895177) | > loss_disc_real_4: 0.2165381908416748 (0.22296311560014612) | > loss_disc_real_5: 0.19572877883911133 (0.21523862471591393) | > loss_0: 2.2654459476470947 (2.3049457160305216) | > grad_norm_0: tensor(30.4340, device='cuda:0') (tensor(16.0675, device='cuda:0')) | > loss_gen: 2.631920576095581 (2.557829007710497) | > loss_kl: 1.9162956476211548 (1.7964359810363209) | > loss_feat: 8.636463165283203 (7.382254759470622) | > loss_mel: 19.44127655029297 (18.783586232085224) | > loss_duration: 2.1128578186035156 (2.070370468919137) | > loss_1: 34.73881530761719 (32.59047631912579) | > grad_norm_1: tensor(365.3251, device='cuda:0') (tensor(182.1255, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.4031 (0.3761386435870165) | > loader_time: 0.0052 (0.004249510699755528)  --> TIME: 2024-06-11 02:13:33 -- STEP: 244/330 -- GLOBAL_STEP: 172725 | > loss_disc: 2.220777988433838 (2.3063400856784133) | > loss_disc_real_0: 0.07561469823122025 (0.11420305230517368) | > loss_disc_real_1: 0.22038374841213226 (0.19705756112444597) | > loss_disc_real_2: 0.20515865087509155 (0.2133226394042617) | > loss_disc_real_3: 0.21012382209300995 (0.22596206320602386) | > loss_disc_real_4: 0.17097319662570953 (0.2233431549956564) | > loss_disc_real_5: 0.18800635635852814 (0.21541209073096027) | > loss_0: 2.220777988433838 (2.3063400856784133) | > grad_norm_0: tensor(17.0266, device='cuda:0') (tensor(18.6677, device='cuda:0')) | > loss_gen: 2.5406947135925293 (2.562422860841283) | > loss_kl: 1.829527497291565 (1.7950275393783066) | > loss_feat: 7.270159721374512 (7.38413408545197) | > loss_mel: 17.85308837890625 (18.75411558932947) | > loss_duration: 2.0807788372039795 (2.077975010774175) | > loss_1: 31.574249267578125 (32.57367497584856) | > grad_norm_1: tensor(232.0745, device='cuda:0') (tensor(200.1229, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.432 (0.38055704167631793) | > loader_time: 0.0059 (0.004385421510602609)  --> TIME: 2024-06-11 02:13:44 -- STEP: 269/330 -- GLOBAL_STEP: 172750 | > loss_disc: 2.3295629024505615 (2.3061425393398816) | > loss_disc_real_0: 0.15010586380958557 (0.11439603150278663) | > loss_disc_real_1: 0.2216484695672989 (0.19725924442248716) | > loss_disc_real_2: 0.19855131208896637 (0.2137246193938982) | > loss_disc_real_3: 0.22810068726539612 (0.2261451087255017) | > loss_disc_real_4: 0.21070969104766846 (0.22305918232880562) | > loss_disc_real_5: 0.2019360512495041 (0.2151517140710221) | > loss_0: 2.3295629024505615 (2.3061425393398816) | > grad_norm_0: tensor(26.1852, device='cuda:0') (tensor(19.2518, device='cuda:0')) | > loss_gen: 2.599970579147339 (2.56494861021361) | > loss_kl: 1.9368236064910889 (1.8037905387275721) | > loss_feat: 7.604899883270264 (7.403495224878248) | > loss_mel: 16.91050148010254 (18.727277025414235) | > loss_duration: 2.1900267601013184 (2.084746519872247) | > loss_1: 31.24222183227539 (32.58425779945344) | > grad_norm_1: tensor(241.7898, device='cuda:0') (tensor(210.6002, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.4371 (0.38495454912292015) | > loader_time: 0.0063 (0.004521533902249817)  --> TIME: 2024-06-11 02:13:56 -- STEP: 294/330 -- GLOBAL_STEP: 172775 | > loss_disc: 2.4197192192077637 (2.307665717034113) | > loss_disc_real_0: 0.08396922051906586 (0.11544598820207476) | > loss_disc_real_1: 0.20940500497817993 (0.19803413059435734) | > loss_disc_real_2: 0.25114595890045166 (0.21350347073305218) | > loss_disc_real_3: 0.21383880078792572 (0.22587234658651606) | > loss_disc_real_4: 0.21484753489494324 (0.2233337681917917) | > loss_disc_real_5: 0.19069428741931915 (0.2151739926261156) | > loss_0: 2.4197192192077637 (2.307665717034113) | > grad_norm_0: tensor(16.5764, device='cuda:0') (tensor(19.6814, device='cuda:0')) | > loss_gen: 2.259629487991333 (2.5591226929710023) | > loss_kl: 1.8288612365722656 (1.810833992601252) | > loss_feat: 7.309728145599365 (7.399926196961176) | > loss_mel: 17.76639747619629 (18.667165678374634) | > loss_duration: 2.2291762828826904 (2.0936462631841906) | > loss_1: 31.3937931060791 (32.53069471501978) | > grad_norm_1: tensor(166.9945, device='cuda:0') (tensor(209.9089, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.4502 (0.3903668859378009) | > loader_time: 0.0068 (0.004695374138501229)  --> TIME: 2024-06-11 02:14:09 -- STEP: 319/330 -- GLOBAL_STEP: 172800 | > loss_disc: 2.32140851020813 (2.3104901119459393) | > loss_disc_real_0: 0.13457252085208893 (0.1167344067794589) | > loss_disc_real_1: 0.23875711858272552 (0.19859270975694385) | > loss_disc_real_2: 0.2398575097322464 (0.2137087373804523) | > loss_disc_real_3: 0.2564197778701782 (0.22597199575654386) | > loss_disc_real_4: 0.24207080900669098 (0.22336468348121943) | > loss_disc_real_5: 0.19727309048175812 (0.21499500514758418) | > loss_0: 2.32140851020813 (2.3104901119459393) | > grad_norm_0: tensor(24.8302, device='cuda:0') (tensor(19.9117, device='cuda:0')) | > loss_gen: 2.4747772216796875 (2.555400002339043) | > loss_kl: 1.8912062644958496 (1.8173627561910026) | > loss_feat: 8.685894012451172 (7.4241375728834385) | > loss_mel: 17.8315486907959 (18.630688909452918) | > loss_duration: 2.2768614292144775 (2.106404023858073) | > loss_1: 33.1602897644043 (32.5339931798953) | > grad_norm_1: tensor(362.7599, device='cuda:0') (tensor(213.2291, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.5478 (0.4004637649440464) | > loader_time: 0.0086 (0.0049244498010713135)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.33858060836792 (2.33858060836792) | > loss_disc_real_0: 0.1313418298959732 (0.1313418298959732) | > loss_disc_real_1: 0.213444322347641 (0.213444322347641) | > loss_disc_real_2: 0.2026183307170868 (0.2026183307170868) | > loss_disc_real_3: 0.26788678765296936 (0.26788678765296936) | > loss_disc_real_4: 0.24685126543045044 (0.24685126543045044) | > loss_disc_real_5: 0.18722258508205414 (0.18722258508205414) | > loss_0: 2.33858060836792 (2.33858060836792) | > loss_gen: 2.3685860633850098 (2.3685860633850098) | > loss_kl: 2.7533514499664307 (2.7533514499664307) | > loss_feat: 4.970684051513672 (4.970684051513672) | > loss_mel: 15.3679838180542 (15.3679838180542) | > loss_duration: 2.969991445541382 (2.969991445541382) | > loss_1: 28.43059539794922 (28.43059539794922)  --> STEP: 1 | > loss_disc: 2.1918559074401855 (2.1918559074401855) | > loss_disc_real_0: 0.08078959584236145 (0.08078959584236145) | > loss_disc_real_1: 0.20439362525939941 (0.20439362525939941) | > loss_disc_real_2: 0.21757365763187408 (0.21757365763187408) | > loss_disc_real_3: 0.2800552546977997 (0.2800552546977997) | > loss_disc_real_4: 0.2553843557834625 (0.2553843557834625) | > loss_disc_real_5: 0.2301824986934662 (0.2301824986934662) | > loss_0: 2.1918559074401855 (2.1918559074401855) | > loss_gen: 2.6734766960144043 (2.6734766960144043) | > loss_kl: 2.3964834213256836 (2.3964834213256836) | > loss_feat: 7.228176593780518 (7.228176593780518) | > loss_mel: 19.52699851989746 (19.52699851989746) | > loss_duration: 2.42991304397583 (2.42991304397583) | > loss_1: 34.25505065917969 (34.25505065917969)  --> STEP: 2 | > loss_disc: 2.2002460956573486 (2.196051001548767) | > loss_disc_real_0: 0.05769667029380798 (0.06924313306808472) | > loss_disc_real_1: 0.19144077599048615 (0.19791720062494278) | > loss_disc_real_2: 0.25464358925819397 (0.23610862344503403) | > loss_disc_real_3: 0.2640036940574646 (0.27202947437763214) | > loss_disc_real_4: 0.25236204266548157 (0.25387319922447205) | > loss_disc_real_5: 0.1978544145822525 (0.21401845663785934) | > loss_0: 2.2002460956573486 (2.196051001548767) | > loss_gen: 2.5370590686798096 (2.605267882347107) | > loss_kl: 2.3466856479644775 (2.3715845346450806) | > loss_feat: 6.71872615814209 (6.973451375961304) | > loss_mel: 20.909196853637695 (20.218097686767578) | > loss_duration: 2.3710274696350098 (2.40047025680542) | > loss_1: 34.88269805908203 (34.56887435913086)  --> STEP: 3 | > loss_disc: 2.376904010772705 (2.2563353379567466) | > loss_disc_real_0: 0.16160938143730164 (0.10003188252449036) | > loss_disc_real_1: 0.3170650005340576 (0.23763313392798105) | > loss_disc_real_2: 0.27245399355888367 (0.24822374681631723) | > loss_disc_real_3: 0.32364416122436523 (0.28923436999320984) | > loss_disc_real_4: 0.26995640993118286 (0.2592342694600423) | > loss_disc_real_5: 0.21652545034885406 (0.21485412120819092) | > loss_0: 2.376904010772705 (2.2563353379567466) | > loss_gen: 2.8757266998291016 (2.695420821507772) | > loss_kl: 2.168368101119995 (2.3038457234700522) | > loss_feat: 7.1412272453308105 (7.02937666575114) | > loss_mel: 18.21885871887207 (19.551684697469074) | > loss_duration: 2.3154335021972656 (2.372124671936035) | > loss_1: 32.71961212158203 (33.95245361328125)  --> STEP: 4 | > loss_disc: 2.330415964126587 (2.2748554944992065) | > loss_disc_real_0: 0.17685756087303162 (0.11923830211162567) | > loss_disc_real_1: 0.25461819767951965 (0.2418793998658657) | > loss_disc_real_2: 0.27372288703918457 (0.2545985318720341) | > loss_disc_real_3: 0.279769629240036 (0.2868681848049164) | > loss_disc_real_4: 0.24730244278907776 (0.2562513127923012) | > loss_disc_real_5: 0.22610199451446533 (0.21766608953475952) | > loss_0: 2.330415964126587 (2.2748554944992065) | > loss_gen: 2.7543275356292725 (2.710147500038147) | > loss_kl: 2.4208309650421143 (2.3330920338630676) | > loss_feat: 7.727548122406006 (7.203919529914856) | > loss_mel: 19.349456787109375 (19.50112771987915) | > loss_duration: 2.25986647605896 (2.3440601229667664) | > loss_1: 34.512027740478516 (34.092347145080566)  --> STEP: 5 | > loss_disc: 2.353968381881714 (2.290678071975708) | > loss_disc_real_0: 0.11552701890468597 (0.11849604547023773) | > loss_disc_real_1: 0.31540441513061523 (0.2565844029188156) | > loss_disc_real_2: 0.26710057258605957 (0.2570989400148392) | > loss_disc_real_3: 0.25330033898353577 (0.28015461564064026) | > loss_disc_real_4: 0.2545637786388397 (0.2559138059616089) | > loss_disc_real_5: 0.26196253299713135 (0.2265253782272339) | > loss_0: 2.353968381881714 (2.290678071975708) | > loss_gen: 2.97041916847229 (2.7622018337249754) | > loss_kl: 1.399445652961731 (2.1463627576828004) | > loss_feat: 6.235295295715332 (7.0101946830749515) | > loss_mel: 18.49955177307129 (19.30081253051758) | > loss_duration: 2.359921455383301 (2.347232389450073) | > loss_1: 31.46463394165039 (33.56680450439453)  --> STEP: 6 | > loss_disc: 2.2936291694641113 (2.2911699215571084) | > loss_disc_real_0: 0.08247335255146027 (0.11249226331710815) | > loss_disc_real_1: 0.2183869332075119 (0.25021815796693164) | > loss_disc_real_2: 0.2869836390018463 (0.26207972317934036) | > loss_disc_real_3: 0.3136826157569885 (0.2857426156600316) | > loss_disc_real_4: 0.29005828499794006 (0.26160455246766406) | > loss_disc_real_5: 0.22567050158977509 (0.2263828987876574) | > loss_0: 2.2936291694641113 (2.2911699215571084) | > loss_gen: 2.9353790283203125 (2.791064699490865) | > loss_kl: 2.418991804122925 (2.1918009320894876) | > loss_feat: 6.87459659576416 (6.987595001856486) | > loss_mel: 20.622690200805664 (19.521125475565594) | > loss_duration: 2.157116174697876 (2.3155463536580405) | > loss_1: 35.00877380371094 (33.807132720947266)  --> STEP: 7 | > loss_disc: 2.555406093597412 (2.3289179461342946) | > loss_disc_real_0: 0.2374628484249115 (0.13034520404679434) | > loss_disc_real_1: 0.312045156955719 (0.25905058639390127) | > loss_disc_real_2: 0.2886788249015808 (0.26587959485394613) | > loss_disc_real_3: 0.2859381139278412 (0.2857705439840044) | > loss_disc_real_4: 0.2515515983104706 (0.2601684161594936) | > loss_disc_real_5: 0.2846760153770447 (0.2347104868718556) | > loss_0: 2.555406093597412 (2.3289179461342946) | > loss_gen: 2.7759575843811035 (2.7889065401894704) | > loss_kl: 3.34590744972229 (2.3566732917513167) | > loss_feat: 5.129293918609619 (6.722123418535505) | > loss_mel: 17.34461784362793 (19.210195813860214) | > loss_duration: 2.447500228881836 (2.3343969072614397) | > loss_1: 31.043277740478516 (33.412296295166016)  --> STEP: 8 | > loss_disc: 2.1393747329711914 (2.305225044488907) | > loss_disc_real_0: 0.08914400637149811 (0.12519505433738232) | > loss_disc_real_1: 0.21532085537910461 (0.2535843700170517) | > loss_disc_real_2: 0.23672227561473846 (0.2622349299490452) | > loss_disc_real_3: 0.2621712386608124 (0.2828206308186054) | > loss_disc_real_4: 0.22123047709465027 (0.25530117377638817) | > loss_disc_real_5: 0.29250845313072205 (0.2419352326542139) | > loss_0: 2.1393747329711914 (2.305225044488907) | > loss_gen: 2.934868812561035 (2.807151824235916) | > loss_kl: 2.652888298034668 (2.3937001675367355) | > loss_feat: 9.219120979309082 (7.034248113632202) | > loss_mel: 20.426212310791016 (19.362197875976562) | > loss_duration: 2.1596150398254395 (2.3125491738319397) | > loss_1: 37.392704010009766 (33.909847259521484)  --> STEP: 9 | > loss_disc: 2.3032209873199463 (2.3050023714701333) | > loss_disc_real_0: 0.13645289838314056 (0.12644592589802212) | > loss_disc_real_1: 0.21203894913196564 (0.248968212140931) | > loss_disc_real_2: 0.34400469064712524 (0.2713204589154985) | > loss_disc_real_3: 0.27687641978263855 (0.2821601629257202) | > loss_disc_real_4: 0.23647846281528473 (0.25320976144737667) | > loss_disc_real_5: 0.24240043759346008 (0.24198692209190792) | > loss_0: 2.3032209873199463 (2.3050023714701333) | > loss_gen: 3.016375780105591 (2.830398930443658) | > loss_kl: 2.2786805629730225 (2.3809202114741006) | > loss_feat: 8.491645812988281 (7.196181191338433) | > loss_mel: 19.204715728759766 (19.34469985961914) | > loss_duration: 2.0959432125091553 (2.288481844796075) | > loss_1: 35.08736038208008 (34.040682050916885)  --> STEP: 10 | > loss_disc: 2.358656406402588 (2.310367774963379) | > loss_disc_real_0: 0.18238180875778198 (0.13203951418399812) | > loss_disc_real_1: 0.2651083469390869 (0.2505822256207466) | > loss_disc_real_2: 0.31087827682495117 (0.2752762407064438) | > loss_disc_real_3: 0.2715114653110504 (0.28109529316425325) | > loss_disc_real_4: 0.27592453360557556 (0.25548123866319655) | > loss_disc_real_5: 0.2767653167247772 (0.24546476155519487) | > loss_0: 2.358656406402588 (2.310367774963379) | > loss_gen: 2.841796636581421 (2.831538701057434) | > loss_kl: 1.82851243019104 (2.325679433345795) | > loss_feat: 7.511612892150879 (7.227724361419678) | > loss_mel: 18.703100204467773 (19.280539894104002) | > loss_duration: 2.2878198623657227 (2.2884156465530396) | > loss_1: 33.1728401184082 (33.953897857666014)  --> STEP: 11 | > loss_disc: 2.6108250617980957 (2.337682073766535) | > loss_disc_real_0: 0.1789265125989914 (0.13630196858536114) | > loss_disc_real_1: 0.23554271459579468 (0.24921499734575098) | > loss_disc_real_2: 0.35683637857437134 (0.2826907986944372) | > loss_disc_real_3: 0.3127433955669403 (0.2839723933826793) | > loss_disc_real_4: 0.3403603136539459 (0.2631975182078101) | > loss_disc_real_5: 0.26650887727737427 (0.2473778629844839) | > loss_0: 2.6108250617980957 (2.337682073766535) | > loss_gen: 2.712353229522705 (2.8207036581906406) | > loss_kl: 3.280383348464966 (2.4124706983566284) | > loss_feat: 5.863632678985596 (7.103716026652943) | > loss_mel: 17.59935188293457 (19.127704620361328) | > loss_duration: 2.4309442043304443 (2.3013727881691675) | > loss_1: 31.88666534423828 (33.765967629172586)  --> STEP: 12 | > loss_disc: 2.385890483856201 (2.3416994412740073) | > loss_disc_real_0: 0.08659794926643372 (0.13215996697545052) | > loss_disc_real_1: 0.28148356080055237 (0.25190404430031776) | > loss_disc_real_2: 0.24496127665042877 (0.2795466718574365) | > loss_disc_real_3: 0.28162720799446106 (0.2837769612669945) | > loss_disc_real_4: 0.1770322173833847 (0.2560170764724414) | > loss_disc_real_5: 0.16734649240970612 (0.2407085821032524) | > loss_0: 2.385890483856201 (2.3416994412740073) | > loss_gen: 2.2618885040283203 (2.774135728677114) | > loss_kl: 2.2243871688842773 (2.396797070900599) | > loss_feat: 5.707337856292725 (6.987351179122925) | > loss_mel: 17.298574447631836 (18.975277105967205) | > loss_duration: 2.286468982696533 (2.3001308043797812) | > loss_1: 29.778656005859375 (33.43369166056315)  --> STEP: 13 | > loss_disc: 2.5880041122436523 (2.3606459544255185) | > loss_disc_real_0: 0.16421735286712646 (0.13462591973634866) | > loss_disc_real_1: 0.30329805612564087 (0.2558574298253426) | > loss_disc_real_2: 0.40423405170440674 (0.2891380087687419) | > loss_disc_real_3: 0.2979707419872284 (0.28486879055316633) | > loss_disc_real_4: 0.2817869782447815 (0.2579993766087752) | > loss_disc_real_5: 0.27438706159591675 (0.2432992343719189) | > loss_0: 2.5880041122436523 (2.3606459544255185) | > loss_gen: 2.977142572402954 (2.789751639732948) | > loss_kl: 2.4234771728515625 (2.3988493864352884) | > loss_feat: 6.858498573303223 (6.9774394402137165) | > loss_mel: 18.159006118774414 (18.912487030029297) | > loss_duration: 2.161722183227539 (2.28948398736807) | > loss_1: 32.57984924316406 (33.368011474609375)  --> STEP: 14 | > loss_disc: 2.570033550262451 (2.3756022112710133) | > loss_disc_real_0: 0.11241035908460617 (0.13303909397550992) | > loss_disc_real_1: 0.3481856882572174 (0.2624523054276194) | > loss_disc_real_2: 0.33418193459510803 (0.2923554320420538) | > loss_disc_real_3: 0.280009388923645 (0.28452169043677195) | > loss_disc_real_4: 0.2894425690174103 (0.2602453189236777) | > loss_disc_real_5: 0.2772795557975769 (0.24572640018803732) | > loss_0: 2.570033550262451 (2.3756022112710133) | > loss_gen: 2.7748172283172607 (2.7886848960603987) | > loss_kl: 2.824805974960327 (2.42927485704422) | > loss_feat: 6.511086463928223 (6.944128513336182) | > loss_mel: 19.689950942993164 (18.96802016666957) | > loss_duration: 2.3839433193206787 (2.2962310825075423) | > loss_1: 34.18460464477539 (33.42633955819266)  --> STEP: 15 | > loss_disc: 2.4852335453033447 (2.382910966873169) | > loss_disc_real_0: 0.08874671906232834 (0.1300862689812978) | > loss_disc_real_1: 0.35039132833480835 (0.26831490695476534) | > loss_disc_real_2: 0.30763354897499084 (0.29337397317091624) | > loss_disc_real_3: 0.30179211497306824 (0.285673052072525) | > loss_disc_real_4: 0.2277773916721344 (0.25808079044024146) | > loss_disc_real_5: 0.2757720947265625 (0.24772944649060566) | > loss_0: 2.4852335453033447 (2.382910966873169) | > loss_gen: 2.7877397537231445 (2.7886218865712484) | > loss_kl: 2.9428701400756836 (2.463514542579651) | > loss_feat: 7.405555248260498 (6.974890295664469) | > loss_mel: 20.14751434326172 (19.046653111775715) | > loss_duration: 2.338620185852051 (2.2990570227305094) | > loss_1: 35.62229919433594 (33.57273686726888)  --> STEP: 16 | > loss_disc: 2.214756488800049 (2.372401311993599) | > loss_disc_real_0: 0.09384143352508545 (0.12782096676528454) | > loss_disc_real_1: 0.20631596446037292 (0.2644399730488658) | > loss_disc_real_2: 0.2350974828004837 (0.2897316925227642) | > loss_disc_real_3: 0.2625272870063782 (0.28422644175589085) | > loss_disc_real_4: 0.23822049796581268 (0.2568395221605897) | > loss_disc_real_5: 0.20079602301120758 (0.2447961075231433) | > loss_0: 2.214756488800049 (2.372401311993599) | > loss_gen: 2.763888120651245 (2.787076026201248) | > loss_kl: 1.9258356094360352 (2.429909609258175) | > loss_feat: 8.678173065185547 (7.081345468759537) | > loss_mel: 19.84992790222168 (19.09685778617859) | > loss_duration: 2.3099899291992188 (2.2997403293848038) | > loss_1: 35.52781677246094 (33.694929361343384)  --> STEP: 17 | > loss_disc: 2.304482936859131 (2.3684061134562775) | > loss_disc_real_0: 0.09096234291791916 (0.12565281242132187) | > loss_disc_real_1: 0.3228362798690796 (0.2678750499206431) | > loss_disc_real_2: 0.30028077960014343 (0.2903522270567277) | > loss_disc_real_3: 0.2719059884548187 (0.28350170920876894) | > loss_disc_real_4: 0.2508200705051422 (0.2564854367690928) | > loss_disc_real_5: 0.1967581957578659 (0.24197034800753875) | > loss_0: 2.304482936859131 (2.3684061134562775) | > loss_gen: 2.7927117347717285 (2.7874075384701) | > loss_kl: 2.0324552059173584 (2.406529938473421) | > loss_feat: 5.799424648284912 (7.005938361672794) | > loss_mel: 18.521665573120117 (19.063022950116327) | > loss_duration: 2.3730883598327637 (2.304054919411154) | > loss_1: 31.519346237182617 (33.566953883451575)  --> STEP: 18 | > loss_disc: 2.2618649005889893 (2.3624871571858725) | > loss_disc_real_0: 0.11404775083065033 (0.12500808677739567) | > loss_disc_real_1: 0.2657151520252228 (0.26775505559311974) | > loss_disc_real_2: 0.17488637566566467 (0.283937457535002) | > loss_disc_real_3: 0.22716981172561646 (0.28037215934859383) | > loss_disc_real_4: 0.18765303492546082 (0.25266141444444656) | > loss_disc_real_5: 0.14464707672595978 (0.23656349960300657) | > loss_0: 2.2618649005889893 (2.3624871571858725) | > loss_gen: 2.526233196258545 (2.7728978527916803) | > loss_kl: 2.9213497638702393 (2.4351310398843555) | > loss_feat: 8.932177543640137 (7.112951649559869) | > loss_mel: 21.597576141357422 (19.20383146074083) | > loss_duration: 2.1851983070373535 (2.2974517742792764) | > loss_1: 38.16253662109375 (33.82226403554281)  --> STEP: 19 | > loss_disc: 2.496460437774658 (2.369538382480019) | > loss_disc_real_0: 0.12345954775810242 (0.12492658472374867) | > loss_disc_real_1: 0.34316205978393555 (0.2717238452873732) | > loss_disc_real_2: 0.3399922251701355 (0.2868877084631669) | > loss_disc_real_3: 0.293018102645874 (0.2810377353116086) | > loss_disc_real_4: 0.27400803565979004 (0.2537849208242015) | > loss_disc_real_5: 0.2900300920009613 (0.2393775307818463) | > loss_0: 2.496460437774658 (2.369538382480019) | > loss_gen: 2.9596974849700928 (2.782729412380018) | > loss_kl: 1.6239863634109497 (2.392439214806808) | > loss_feat: 5.7490363121032715 (7.041166631798995) | > loss_mel: 18.823585510253906 (19.183818515978363) | > loss_duration: 2.3114914894104004 (2.298190706654599) | > loss_1: 31.467796325683594 (33.698344682392325)  --> STEP: 20 | > loss_disc: 1.963163137435913 (2.3492196202278137) | > loss_disc_real_0: 0.1079532578587532 (0.12407791838049889) | > loss_disc_real_1: 0.2052171379327774 (0.2683985099196434) | > loss_disc_real_2: 0.2078462690114975 (0.2829356364905834) | > loss_disc_real_3: 0.23641839623451233 (0.27880676835775375) | > loss_disc_real_4: 0.17791029810905457 (0.2499911896884442) | > loss_disc_real_5: 0.17275430262088776 (0.23604636937379836) | > loss_0: 1.963163137435913 (2.3492196202278137) | > loss_gen: 2.9146852493286133 (2.7893272042274475) | > loss_kl: 2.443241834640503 (2.3949793457984927) | > loss_feat: 7.370864391326904 (7.057651519775391) | > loss_mel: 19.509233474731445 (19.200089263916016) | > loss_duration: 2.295297622680664 (2.298046052455902) | > loss_1: 34.5333251953125 (33.74009370803834)  --> STEP: 21 | > loss_disc: 2.47415828704834 (2.3551690805526007) | > loss_disc_real_0: 0.04753151163458824 (0.12043285139259838) | > loss_disc_real_1: 0.2627424895763397 (0.2681291756175813) | > loss_disc_real_2: 0.2852497100830078 (0.28304583047117504) | > loss_disc_real_3: 0.2449197769165039 (0.2771931020986466) | > loss_disc_real_4: 0.26239460706710815 (0.2505818286112377) | > loss_disc_real_5: 0.1846662312746048 (0.23359969613097964) | > loss_0: 2.47415828704834 (2.3551690805526007) | > loss_gen: 2.362490177154541 (2.76900163150969) | > loss_kl: 2.328702926635742 (2.3918233258383617) | > loss_feat: 6.279757499694824 (7.020608947390602) | > loss_mel: 16.106374740600586 (19.05276952471052) | > loss_duration: 2.2156972885131836 (2.2941246827443442) | > loss_1: 29.29302215576172 (33.52832839602517)  --> STEP: 22 | > loss_disc: 2.031005859375 (2.3404343886808916) | > loss_disc_real_0: 0.14811456203460693 (0.12169111096723513) | > loss_disc_real_1: 0.21355408430099487 (0.26564848964864557) | > loss_disc_real_2: 0.28659534454345703 (0.28320717201991513) | > loss_disc_real_3: 0.19951684772968292 (0.2736623632636937) | > loss_disc_real_4: 0.15924130380153656 (0.24642998657443307) | > loss_disc_real_5: 0.15059863030910492 (0.2298269204118035) | > loss_0: 2.031005859375 (2.3404343886808916) | > loss_gen: 2.972419500350952 (2.778247898275202) | > loss_kl: 1.805283784866333 (2.3651624376123603) | > loss_feat: 10.761143684387207 (7.19063325361772) | > loss_mel: 22.466127395629883 (19.207922155206855) | > loss_duration: 2.1745901107788086 (2.288691293109547) | > loss_1: 40.1795654296875 (33.83065735210073)  --> STEP: 23 | > loss_disc: 2.5333595275878906 (2.3488224381985874) | > loss_disc_real_0: 0.23248635232448578 (0.12650829537407213) | > loss_disc_real_1: 0.243939608335495 (0.264704625243726) | > loss_disc_real_2: 0.31788209080696106 (0.28471477718456933) | > loss_disc_real_3: 0.24510563910007477 (0.2724207665609276) | > loss_disc_real_4: 0.25815582275390625 (0.246939805538758) | > loss_disc_real_5: 0.290913462638855 (0.23248285703037097) | > loss_0: 2.5333595275878906 (2.3488224381985874) | > loss_gen: 2.914691925048828 (2.78418024726536) | > loss_kl: 2.4025378227233887 (2.366787454356318) | > loss_feat: 9.205544471740723 (7.278238089188285) | > loss_mel: 18.57193374633789 (19.18027048525603) | > loss_duration: 2.217778205871582 (2.2856081154035484) | > loss_1: 35.31248474121094 (33.89508462988813)  --> STEP: 24 | > loss_disc: 2.446812391281128 (2.35290535291036) | > loss_disc_real_0: 0.23203915357589722 (0.13090541446581486) | > loss_disc_real_1: 0.2416616827249527 (0.26374450263877713) | > loss_disc_real_2: 0.24278947710990906 (0.2829678896814585) | > loss_disc_real_3: 0.2632206678390503 (0.2720374291141827) | > loss_disc_real_4: 0.2440163493156433 (0.24681799486279488) | > loss_disc_real_5: 0.2469940483570099 (0.23308749000231424) | > loss_0: 2.446812391281128 (2.35290535291036) | > loss_gen: 2.597182512283325 (2.7763886749744415) | > loss_kl: 2.436563730239868 (2.369694799184799) | > loss_feat: 6.414037227630615 (7.242229719956716) | > loss_mel: 18.88214683532715 (19.167848666508995) | > loss_duration: 2.4284892082214355 (2.2915614942709603) | > loss_1: 32.758419036865234 (33.847723563512176)  --> STEP: 25 | > loss_disc: 2.5284805297851562 (2.3599283599853518) | > loss_disc_real_0: 0.14660409092903137 (0.13153336152434353) | > loss_disc_real_1: 0.28219735622406006 (0.26448261678218843) | > loss_disc_real_2: 0.27675288915634155 (0.2827192896604538) | > loss_disc_real_3: 0.26473096013069153 (0.2717451703548431) | > loss_disc_real_4: 0.2384660691022873 (0.24648391783237458) | > loss_disc_real_5: 0.24475525319576263 (0.2335542005300522) | > loss_0: 2.5284805297851562 (2.3599283599853518) | > loss_gen: 2.4702823162078857 (2.7641444206237793) | > loss_kl: 1.9774621725082397 (2.354005494117737) | > loss_feat: 4.734410285949707 (7.141916942596436) | > loss_mel: 12.5502347946167 (18.903144111633303) | > loss_duration: 2.3556861877441406 (2.294126482009888) | > loss_1: 24.088075637817383 (33.45733764648438)  --> STEP: 26 | > loss_disc: 2.1330039501190186 (2.351200498067416) | > loss_disc_real_0: 0.18130940198898315 (0.13344782461913735) | > loss_disc_real_1: 0.23747895658016205 (0.2634440144667259) | > loss_disc_real_2: 0.1240546852350235 (0.27661680487486034) | > loss_disc_real_3: 0.09400640428066254 (0.26490906396737457) | > loss_disc_real_4: 0.09802639484405518 (0.2407740131020546) | > loss_disc_real_5: 0.17692166566848755 (0.2313760261122997) | > loss_0: 2.1330039501190186 (2.351200498067416) | > loss_gen: 2.5457193851470947 (2.75574345772083) | > loss_kl: 2.358726978302002 (2.3541870896632853) | > loss_feat: 14.611555099487305 (7.429210717861469) | > loss_mel: 21.780927658081055 (19.013828094188987) | > loss_duration: 2.2915754318237305 (2.294028364695036) | > loss_1: 43.588504791259766 (33.84699792128344) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023995271095862756 (-0.0001725325217613806) | > avg_loss_disc: 2.351200498067416 (+0.01626674945537898) | > avg_loss_disc_real_0: 0.13344782461913735 (-0.014487957295316822) | > avg_loss_disc_real_1: 0.2634440144667259 (+0.08945921321327871) | > avg_loss_disc_real_2: 0.27661680487486034 (+0.04520270285698086) | > avg_loss_disc_real_3: 0.26490906396737457 (+0.015620837991054182) | > avg_loss_disc_real_4: 0.2407740131020546 (-0.008950804288570702) | > avg_loss_disc_real_5: 0.2313760261122997 (-0.0035648787250885383) | > avg_loss_0: 2.351200498067416 (+0.01626674945537898) | > avg_loss_gen: 2.75574345772083 (+0.20475984536684466) | > avg_loss_kl: 2.3541870896632853 (-0.09750658273696988) | > avg_loss_feat: 7.429210717861469 (-0.22194820183973984) | > avg_loss_mel: 19.013828094188987 (+0.22749732090876762) | > avg_loss_duration: 2.294028364695036 (-0.0003851377047019433) | > avg_loss_1: 33.84699792128344 (+0.11241722106934304)  > EPOCH: 257/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:14:34)   --> TIME: 2024-06-11 02:14:40 -- STEP: 14/330 -- GLOBAL_STEP: 172825 | > loss_disc: 2.319657564163208 (2.296185544558934) | > loss_disc_real_0: 0.10458798706531525 (0.10554126490439687) | > loss_disc_real_1: 0.17638713121414185 (0.1946284238781248) | > loss_disc_real_2: 0.2480979859828949 (0.21562520414590836) | > loss_disc_real_3: 0.2149113118648529 (0.22009699046611786) | > loss_disc_real_4: 0.22528530657291412 (0.21982655674219131) | > loss_disc_real_5: 0.20513823628425598 (0.217519933623927) | > loss_0: 2.319657564163208 (2.296185544558934) | > grad_norm_0: tensor(8.8984, device='cuda:0') (tensor(13.2362, device='cuda:0')) | > loss_gen: 2.5086557865142822 (2.490893312862941) | > loss_kl: 1.9093265533447266 (1.8004746862820216) | > loss_feat: 7.758251190185547 (7.152815103530884) | > loss_mel: 18.24894905090332 (18.905740192958287) | > loss_duration: 2.0756781101226807 (2.170407703944615) | > loss_1: 32.50086212158203 (32.52033111027309) | > grad_norm_1: tensor(255.2179, device='cuda:0') (tensor(123.3240, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3387 (0.3379385641642979) | > loader_time: 0.0029 (0.0031478404998779297)  --> TIME: 2024-06-11 02:14:49 -- STEP: 39/330 -- GLOBAL_STEP: 172850 | > loss_disc: 2.289888381958008 (2.326286474863688) | > loss_disc_real_0: 0.08956857770681381 (0.10833398692118816) | > loss_disc_real_1: 0.16331052780151367 (0.1965570113597772) | > loss_disc_real_2: 0.2017579823732376 (0.2166480960754248) | > loss_disc_real_3: 0.23336607217788696 (0.22515009343624115) | > loss_disc_real_4: 0.21615536510944366 (0.2253891443594908) | > loss_disc_real_5: 0.20452293753623962 (0.21804621127935556) | > loss_0: 2.289888381958008 (2.326286474863688) | > grad_norm_0: tensor(5.8294, device='cuda:0') (tensor(12.8053, device='cuda:0')) | > loss_gen: 2.585280418395996 (2.505641063054403) | > loss_kl: 1.7704031467437744 (1.7988013518162262) | > loss_feat: 7.874576568603516 (7.172245954855894) | > loss_mel: 18.853893280029297 (18.792328614455013) | > loss_duration: 2.0553030967712402 (2.087355142984635) | > loss_1: 33.13945388793945 (32.356372295281815) | > grad_norm_1: tensor(119.6062, device='cuda:0') (tensor(130.9067, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.352 (0.34433252994830793) | > loader_time: 0.0037 (0.003332266440758338)  --> TIME: 2024-06-11 02:14:58 -- STEP: 64/330 -- GLOBAL_STEP: 172875 | > loss_disc: 2.271413564682007 (2.309717334806918) | > loss_disc_real_0: 0.08965830504894257 (0.1078198516042903) | > loss_disc_real_1: 0.194519504904747 (0.19708376680500805) | > loss_disc_real_2: 0.18269772827625275 (0.215024703880772) | > loss_disc_real_3: 0.2283954918384552 (0.2252114221919328) | > loss_disc_real_4: 0.223952054977417 (0.22301591583527625) | > loss_disc_real_5: 0.1811521053314209 (0.21666916902177036) | > loss_0: 2.271413564682007 (2.309717334806918) | > grad_norm_0: tensor(27.7920, device='cuda:0') (tensor(14.1517, device='cuda:0')) | > loss_gen: 2.5320920944213867 (2.523283489048481) | > loss_kl: 1.9725263118743896 (1.800887519493699) | > loss_feat: 7.8199028968811035 (7.250965692102909) | > loss_mel: 19.529438018798828 (18.82436293363571) | > loss_duration: 2.022796154022217 (2.0621532499790174) | > loss_1: 33.87675476074219 (32.46165293455122) | > grad_norm_1: tensor(295.2950, device='cuda:0') (tensor(159.6870, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3614 (0.34827870503067976) | > loader_time: 0.0037 (0.0034314803779125214)  --> TIME: 2024-06-11 02:15:07 -- STEP: 89/330 -- GLOBAL_STEP: 172900 | > loss_disc: 2.2302558422088623 (2.3071868205338375) | > loss_disc_real_0: 0.12147217243909836 (0.10837704236252924) | > loss_disc_real_1: 0.1627604216337204 (0.1958469073759036) | > loss_disc_real_2: 0.2232121378183365 (0.21606974571608425) | > loss_disc_real_3: 0.20750418305397034 (0.2252409551920516) | > loss_disc_real_4: 0.19955085217952728 (0.22217738059129608) | > loss_disc_real_5: 0.2322123646736145 (0.21645011543557885) | > loss_0: 2.2302558422088623 (2.3071868205338375) | > grad_norm_0: tensor(34.7615, device='cuda:0') (tensor(16.4387, device='cuda:0')) | > loss_gen: 2.6136553287506104 (2.5432634621523733) | > loss_kl: 1.6428605318069458 (1.8074271719107466) | > loss_feat: 6.99945068359375 (7.353967221935144) | > loss_mel: 18.638683319091797 (18.81807910190539) | > loss_duration: 2.047652244567871 (2.0509306433495498) | > loss_1: 31.942302703857422 (32.57366776198482) | > grad_norm_1: tensor(403.1178, device='cuda:0') (tensor(203.3944, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3525 (0.35103173470229243) | > loader_time: 0.0036 (0.003533291013053294)  --> TIME: 2024-06-11 02:15:17 -- STEP: 114/330 -- GLOBAL_STEP: 172925 | > loss_disc: 2.2945456504821777 (2.307005072894848) | > loss_disc_real_0: 0.10760156810283661 (0.10898530966880028) | > loss_disc_real_1: 0.2175683081150055 (0.19649191658224976) | > loss_disc_real_2: 0.2115609347820282 (0.21546096942926707) | > loss_disc_real_3: 0.19887782633304596 (0.22542247319953485) | > loss_disc_real_4: 0.18891514837741852 (0.22263562012659877) | > loss_disc_real_5: 0.22249282896518707 (0.21577715690721544) | > loss_0: 2.2945456504821777 (2.307005072894848) | > grad_norm_0: tensor(15.5408, device='cuda:0') (tensor(19.0028, device='cuda:0')) | > loss_gen: 2.631493330001831 (2.5575327747746512) | > loss_kl: 1.8577756881713867 (1.808548000820896) | > loss_feat: 7.56846809387207 (7.35746457283957) | > loss_mel: 19.26560401916504 (18.814967456616852) | > loss_duration: 2.045736789703369 (2.04907969006321) | > loss_1: 33.36907958984375 (32.587592526486034) | > grad_norm_1: tensor(337.6557, device='cuda:0') (tensor(231.9471, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3747 (0.3549739917119344) | > loader_time: 0.0042 (0.003658144097579153)  --> TIME: 2024-06-11 02:15:27 -- STEP: 139/330 -- GLOBAL_STEP: 172950 | > loss_disc: 2.2866902351379395 (2.306859887761177) | > loss_disc_real_0: 0.07224054634571075 (0.1086649062286178) | > loss_disc_real_1: 0.14286118745803833 (0.19668614660664427) | > loss_disc_real_2: 0.1900687962770462 (0.21465597757332616) | > loss_disc_real_3: 0.24180397391319275 (0.22560865222978935) | > loss_disc_real_4: 0.216528981924057 (0.22283720895111986) | > loss_disc_real_5: 0.19500914216041565 (0.2153317629218959) | > loss_0: 2.2866902351379395 (2.306859887761177) | > grad_norm_0: tensor(42.6215, device='cuda:0') (tensor(20.9568, device='cuda:0')) | > loss_gen: 2.7165567874908447 (2.5612887581475348) | > loss_kl: 1.9219841957092285 (1.7986231124658378) | > loss_feat: 7.865577697753906 (7.357971448692487) | > loss_mel: 18.20331382751465 (18.827422560547753) | > loss_duration: 2.120178699493408 (2.0525603165729445) | > loss_1: 32.82761001586914 (32.5978660995154) | > grad_norm_1: tensor(455.6879, device='cuda:0') (tensor(241.5480, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3745 (0.35988032903602657) | > loader_time: 0.0041 (0.0038175823019562867)  --> TIME: 2024-06-11 02:15:36 -- STEP: 164/330 -- GLOBAL_STEP: 172975 | > loss_disc: 2.3258981704711914 (2.309162833341736) | > loss_disc_real_0: 0.12522614002227783 (0.1107263186174195) | > loss_disc_real_1: 0.2163047343492508 (0.19798155828583536) | > loss_disc_real_2: 0.2235560417175293 (0.21488961132197845) | > loss_disc_real_3: 0.20993922650814056 (0.22635393635165402) | > loss_disc_real_4: 0.2508324384689331 (0.22325486526256655) | > loss_disc_real_5: 0.2281881719827652 (0.21570589884025296) | > loss_0: 2.3258981704711914 (2.309162833341736) | > grad_norm_0: tensor(50.1713, device='cuda:0') (tensor(23.5315, device='cuda:0')) | > loss_gen: 2.5971903800964355 (2.5739280203493626) | > loss_kl: 1.9162293672561646 (1.8010657705911777) | > loss_feat: 8.121011734008789 (7.380762574149341) | > loss_mel: 18.666736602783203 (18.837688004098297) | > loss_duration: 2.0970969200134277 (2.054683209192462) | > loss_1: 33.39826583862305 (32.64812747443594) | > grad_norm_1: tensor(268.2714, device='cuda:0') (tensor(256.7283, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3818 (0.36359714298713486) | > loader_time: 0.0042 (0.003926816509991157)  --> TIME: 2024-06-11 02:15:46 -- STEP: 189/330 -- GLOBAL_STEP: 173000 | > loss_disc: 2.2650623321533203 (2.3100353763217) | > loss_disc_real_0: 0.1141933798789978 (0.11029213919210687) | > loss_disc_real_1: 0.18508170545101166 (0.1986694640268094) | > loss_disc_real_2: 0.22252199053764343 (0.21456410014440144) | > loss_disc_real_3: 0.22864314913749695 (0.22645605130801125) | > loss_disc_real_4: 0.2397056519985199 (0.22304145573938966) | > loss_disc_real_5: 0.23165668547153473 (0.21565111052422298) | > loss_0: 2.2650623321533203 (2.3100353763217) | > grad_norm_0: tensor(32.4634, device='cuda:0') (tensor(24.8116, device='cuda:0')) | > loss_gen: 2.7087435722351074 (2.5787091469638574) | > loss_kl: 1.8989852666854858 (1.802990024682706) | > loss_feat: 7.314829349517822 (7.382679477570549) | > loss_mel: 18.486793518066406 (18.817134362679948) | > loss_duration: 2.1284890174865723 (2.060725110548513) | > loss_1: 32.537841796875 (32.64223805180298) | > grad_norm_1: tensor(225.2690, device='cuda:0') (tensor(267.8747, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.3952 (0.36744874999636695) | > loader_time: 0.0048 (0.004069295509782417) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_173000.pth  --> TIME: 2024-06-11 02:16:01 -- STEP: 214/330 -- GLOBAL_STEP: 173025 | > loss_disc: 2.326066017150879 (2.3116610284163563) | > loss_disc_real_0: 0.09736164659261703 (0.11144094412850443) | > loss_disc_real_1: 0.22284504771232605 (0.19910288518555813) | > loss_disc_real_2: 0.21471065282821655 (0.2140179247917416) | > loss_disc_real_3: 0.23772898316383362 (0.22646565254882117) | > loss_disc_real_4: 0.23619185388088226 (0.22288181500457158) | > loss_disc_real_5: 0.22103428840637207 (0.2157643931769879) | > loss_0: 2.326066017150879 (2.3116610284163563) | > grad_norm_0: tensor(37.8306, device='cuda:0') (tensor(26.0997, device='cuda:0')) | > loss_gen: 2.4566149711608887 (2.571155716325636) | > loss_kl: 1.8035393953323364 (1.806212719912841) | > loss_feat: 6.870082378387451 (7.366581555838897) | > loss_mel: 18.51426887512207 (18.782049696022113) | > loss_duration: 2.1576545238494873 (2.067189434421396) | > loss_1: 31.802160263061523 (32.59318907015786) | > grad_norm_1: tensor(380.7564, device='cuda:0') (tensor(279.0533, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.4026 (0.3715982960763379) | > loader_time: 0.0053 (0.004201705210676818)  --> TIME: 2024-06-11 02:16:11 -- STEP: 239/330 -- GLOBAL_STEP: 173050 | > loss_disc: 2.357670783996582 (2.3115300623442834) | > loss_disc_real_0: 0.13424572348594666 (0.11213547346731609) | > loss_disc_real_1: 0.20443378388881683 (0.1988813022315253) | > loss_disc_real_2: 0.220810204744339 (0.21418631762640247) | > loss_disc_real_3: 0.227705717086792 (0.226413072651899) | > loss_disc_real_4: 0.22838513553142548 (0.2232021500500675) | > loss_disc_real_5: 0.21623454988002777 (0.2152421380934855) | > loss_0: 2.357670783996582 (2.3115300623442834) | > grad_norm_0: tensor(28.3027, device='cuda:0') (tensor(25.5401, device='cuda:0')) | > loss_gen: 2.490145444869995 (2.5668879014178807) | > loss_kl: 1.7588201761245728 (1.8089605240642277) | > loss_feat: 6.849633693695068 (7.369809691377265) | > loss_mel: 18.115760803222656 (18.73890677256565) | > loss_duration: 2.0992696285247803 (2.074501599726816) | > loss_1: 31.313629150390625 (32.55906642131718) | > grad_norm_1: tensor(312.6969, device='cuda:0') (tensor(278.2215, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.4144 (0.37511386931191926) | > loader_time: 0.0062 (0.004337081350542012)  --> TIME: 2024-06-11 02:16:22 -- STEP: 264/330 -- GLOBAL_STEP: 173075 | > loss_disc: 2.2859296798706055 (2.3148652911186214) | > loss_disc_real_0: 0.1614249348640442 (0.1131074180770101) | > loss_disc_real_1: 0.21746234595775604 (0.19923881130913898) | > loss_disc_real_2: 0.1776788979768753 (0.21487619609317996) | > loss_disc_real_3: 0.2385813444852829 (0.22665037621151318) | > loss_disc_real_4: 0.22730961441993713 (0.2234179334658565) | > loss_disc_real_5: 0.214450865983963 (0.21569554840750765) | > loss_0: 2.2859296798706055 (2.3148652911186214) | > grad_norm_0: tensor(38.0468, device='cuda:0') (tensor(25.4829, device='cuda:0')) | > loss_gen: 2.430403232574463 (2.560686713818349) | > loss_kl: 1.8930621147155762 (1.812304808786421) | > loss_feat: 7.099990367889404 (7.366586715886087) | > loss_mel: 18.24168586730957 (18.707355846058245) | > loss_duration: 2.187134265899658 (2.0815062680930794) | > loss_1: 31.85227394104004 (32.52844024427001) | > grad_norm_1: tensor(521.9090, device='cuda:0') (tensor(281.8315, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.4264 (0.380047678044348) | > loader_time: 0.0062 (0.004508060939384229)  --> TIME: 2024-06-11 02:16:34 -- STEP: 289/330 -- GLOBAL_STEP: 173100 | > loss_disc: 2.4360101222991943 (2.31444896216211) | > loss_disc_real_0: 0.14806151390075684 (0.11401438488782896) | > loss_disc_real_1: 0.21456606686115265 (0.19925666113213278) | > loss_disc_real_2: 0.19748981297016144 (0.21459887560882365) | > loss_disc_real_3: 0.25288230180740356 (0.2266852796902706) | > loss_disc_real_4: 0.24756543338298798 (0.22349229140471422) | > loss_disc_real_5: 0.279985249042511 (0.21551678827270918) | > loss_0: 2.4360101222991943 (2.31444896216211) | > grad_norm_0: tensor(69.6631, device='cuda:0') (tensor(26.8672, device='cuda:0')) | > loss_gen: 2.34468936920166 (2.559806581187002) | > loss_kl: 1.8289780616760254 (1.815175210315876) | > loss_feat: 7.618179798126221 (7.374611282018642) | > loss_mel: 17.49435806274414 (18.644402527066667) | > loss_duration: 2.2178595066070557 (2.0902184115974123) | > loss_1: 31.504064559936523 (32.48421392473787) | > grad_norm_1: tensor(347.7849, device='cuda:0') (tensor(292.6038, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.4476 (0.3856862119324891) | > loader_time: 0.0064 (0.004680392651409425)  --> TIME: 2024-06-11 02:16:46 -- STEP: 314/330 -- GLOBAL_STEP: 173125 | > loss_disc: 2.166160821914673 (2.3143205756594423) | > loss_disc_real_0: 0.0908084288239479 (0.11514990954736995) | > loss_disc_real_1: 0.18074122071266174 (0.19951532885527154) | > loss_disc_real_2: 0.20902760326862335 (0.2145499708546194) | > loss_disc_real_3: 0.2323756217956543 (0.22634487855396454) | > loss_disc_real_4: 0.20102332532405853 (0.22276103482314735) | > loss_disc_real_5: 0.20373548567295074 (0.2152497479395502) | > loss_0: 2.166160821914673 (2.3143205756594423) | > grad_norm_0: tensor(8.6353, device='cuda:0') (tensor(28.1120, device='cuda:0')) | > loss_gen: 2.6484861373901367 (2.5620089404901893) | > loss_kl: 1.7906521558761597 (1.8147700478316873) | > loss_feat: 7.978702545166016 (7.39626861985322) | > loss_mel: 18.365415573120117 (18.618047319400084) | > loss_duration: 2.2883448600769043 (2.10220780304283) | > loss_1: 33.07160186767578 (32.49330263077068) | > grad_norm_1: tensor(414.4467, device='cuda:0') (tensor(297.8252, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.5292 (0.3938843042227872) | > loader_time: 0.0078 (0.004896396284650083)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7204580307006836 (2.7204580307006836) | > loss_disc_real_0: 0.1899927258491516 (0.1899927258491516) | > loss_disc_real_1: 0.2599993348121643 (0.2599993348121643) | > loss_disc_real_2: 0.27356553077697754 (0.27356553077697754) | > loss_disc_real_3: 0.287117063999176 (0.287117063999176) | > loss_disc_real_4: 0.2687213122844696 (0.2687213122844696) | > loss_disc_real_5: 0.23261962831020355 (0.23261962831020355) | > loss_0: 2.7204580307006836 (2.7204580307006836) | > loss_gen: 2.1695351600646973 (2.1695351600646973) | > loss_kl: 2.4214067459106445 (2.4214067459106445) | > loss_feat: 4.160680770874023 (4.160680770874023) | > loss_mel: 15.245428085327148 (15.245428085327148) | > loss_duration: 2.8566558361053467 (2.8566558361053467) | > loss_1: 26.85370445251465 (26.85370445251465)  --> STEP: 1 | > loss_disc: 2.3418636322021484 (2.3418636322021484) | > loss_disc_real_0: 0.07675129175186157 (0.07675129175186157) | > loss_disc_real_1: 0.25302624702453613 (0.25302624702453613) | > loss_disc_real_2: 0.21155676245689392 (0.21155676245689392) | > loss_disc_real_3: 0.22233164310455322 (0.22233164310455322) | > loss_disc_real_4: 0.27187734842300415 (0.27187734842300415) | > loss_disc_real_5: 0.2465604841709137 (0.2465604841709137) | > loss_0: 2.3418636322021484 (2.3418636322021484) | > loss_gen: 2.36295223236084 (2.36295223236084) | > loss_kl: 2.292635440826416 (2.292635440826416) | > loss_feat: 5.636159420013428 (5.636159420013428) | > loss_mel: 19.718265533447266 (19.718265533447266) | > loss_duration: 2.379159688949585 (2.379159688949585) | > loss_1: 32.3891716003418 (32.3891716003418)  --> STEP: 2 | > loss_disc: 2.0678582191467285 (2.2048609256744385) | > loss_disc_real_0: 0.10280801355838776 (0.08977965265512466) | > loss_disc_real_1: 0.18948997557163239 (0.22125811129808426) | > loss_disc_real_2: 0.26876750588417053 (0.24016213417053223) | > loss_disc_real_3: 0.24486106634140015 (0.23359635472297668) | > loss_disc_real_4: 0.2420044094324112 (0.25694087892770767) | > loss_disc_real_5: 0.1663329303264618 (0.20644670724868774) | > loss_0: 2.0678582191467285 (2.2048609256744385) | > loss_gen: 3.038318634033203 (2.7006354331970215) | > loss_kl: 2.87105393409729 (2.581844687461853) | > loss_feat: 7.117502212524414 (6.376830816268921) | > loss_mel: 18.83039093017578 (19.274328231811523) | > loss_duration: 2.461179733276367 (2.420169711112976) | > loss_1: 34.318443298339844 (33.35380744934082)  --> STEP: 3 | > loss_disc: 1.9634171724319458 (2.1243796745936074) | > loss_disc_real_0: 0.1377442628145218 (0.10576785604159038) | > loss_disc_real_1: 0.23310190439224243 (0.2252060423294703) | > loss_disc_real_2: 0.17852208018302917 (0.21961544950803122) | > loss_disc_real_3: 0.1944909691810608 (0.22056122620900473) | > loss_disc_real_4: 0.2203361541032791 (0.24473930398623148) | > loss_disc_real_5: 0.17790959775447845 (0.19693433741728464) | > loss_0: 1.9634171724319458 (2.1243796745936074) | > loss_gen: 2.902493953704834 (2.7679216066996255) | > loss_kl: 2.505939245223999 (2.5565428733825684) | > loss_feat: 6.749710559844971 (6.5011240641276045) | > loss_mel: 19.174846649169922 (19.241167704264324) | > loss_duration: 2.2346010208129883 (2.35831348101298) | > loss_1: 33.56759262084961 (33.425069173177086)  --> STEP: 4 | > loss_disc: 2.323406934738159 (2.1741364896297455) | > loss_disc_real_0: 0.16797494888305664 (0.12131962925195694) | > loss_disc_real_1: 0.24961380660533905 (0.2313079833984375) | > loss_disc_real_2: 0.23904120922088623 (0.22447188943624496) | > loss_disc_real_3: 0.24978142976760864 (0.2278662770986557) | > loss_disc_real_4: 0.22282704710960388 (0.23926123976707458) | > loss_disc_real_5: 0.1656765341758728 (0.1891198866069317) | > loss_0: 2.323406934738159 (2.1741364896297455) | > loss_gen: 2.5347297191619873 (2.709623634815216) | > loss_kl: 2.2352473735809326 (2.4762189984321594) | > loss_feat: 6.36859655380249 (6.467992186546326) | > loss_mel: 17.649383544921875 (18.84322166442871) | > loss_duration: 2.304161548614502 (2.3447754979133606) | > loss_1: 31.092117309570312 (32.84183120727539)  --> STEP: 5 | > loss_disc: 2.0647101402282715 (2.1522512197494508) | > loss_disc_real_0: 0.08719714730978012 (0.11449513286352157) | > loss_disc_real_1: 0.21764135360717773 (0.22857465744018554) | > loss_disc_real_2: 0.18290254473686218 (0.2161580204963684) | > loss_disc_real_3: 0.14848323166370392 (0.21198966801166536) | > loss_disc_real_4: 0.1935824155807495 (0.23012547492980956) | > loss_disc_real_5: 0.1789701282978058 (0.1870899349451065) | > loss_0: 2.0647101402282715 (2.1522512197494508) | > loss_gen: 2.4054112434387207 (2.648781156539917) | > loss_kl: 1.201898455619812 (2.2213548898696898) | > loss_feat: 6.579205513000488 (6.490234851837158) | > loss_mel: 20.33625602722168 (19.141828536987305) | > loss_duration: 2.3716325759887695 (2.3501469135284423) | > loss_1: 32.89440155029297 (32.8523452758789)  --> STEP: 6 | > loss_disc: 2.5846476554870605 (2.2243172923723855) | > loss_disc_real_0: 0.16604632139205933 (0.12308699761827786) | > loss_disc_real_1: 0.298978716135025 (0.24030866722265878) | > loss_disc_real_2: 0.2315313071012497 (0.2187202349305153) | > loss_disc_real_3: 0.24789869785308838 (0.21797450631856918) | > loss_disc_real_4: 0.26464954018592834 (0.23587948580582938) | > loss_disc_real_5: 0.19478736817836761 (0.18837284048398337) | > loss_0: 2.5846476554870605 (2.2243172923723855) | > loss_gen: 2.272306442260742 (2.586035370826721) | > loss_kl: 2.0400450229644775 (2.191136578718821) | > loss_feat: 4.9764885902404785 (6.237943808237712) | > loss_mel: 14.695778846740723 (18.40082025527954) | > loss_duration: 2.2207961082458496 (2.3285884459813437) | > loss_1: 26.205415725708008 (31.744523684183758)  --> STEP: 7 | > loss_disc: 2.4188570976257324 (2.2521086931228638) | > loss_disc_real_0: 0.16155906021595 (0.12858300656080246) | > loss_disc_real_1: 0.2823140621185303 (0.246309437922069) | > loss_disc_real_2: 0.17188581824302673 (0.21202960397515977) | > loss_disc_real_3: 0.3163002133369446 (0.23202103589262282) | > loss_disc_real_4: 0.3117423355579376 (0.24671703577041626) | > loss_disc_real_5: 0.3332251012325287 (0.20906602059091842) | > loss_0: 2.4188570976257324 (2.2521086931228638) | > loss_gen: 3.088993787765503 (2.657886573246547) | > loss_kl: 3.7719361782073975 (2.4169650929314748) | > loss_feat: 7.522445201873779 (6.421444007328579) | > loss_mel: 18.843311309814453 (18.46403326307024) | > loss_duration: 2.5190541744232178 (2.355797835758754) | > loss_1: 35.7457389831543 (32.31612586975098)  --> STEP: 8 | > loss_disc: 2.3589987754821777 (2.265469953417778) | > loss_disc_real_0: 0.11392862349748611 (0.12675120867788792) | > loss_disc_real_1: 0.27950435876846313 (0.25045880302786827) | > loss_disc_real_2: 0.18720743060112 (0.2089268323034048) | > loss_disc_real_3: 0.24595922231674194 (0.2337633091956377) | > loss_disc_real_4: 0.21264447271823883 (0.24245796538889408) | > loss_disc_real_5: 0.37508031725883484 (0.22981780767440796) | > loss_0: 2.3589987754821777 (2.265469953417778) | > loss_gen: 2.9042768478393555 (2.688685357570648) | > loss_kl: 2.0340631008148193 (2.369102343916893) | > loss_feat: 10.484278678894043 (6.9292983412742615) | > loss_mel: 21.973678588867188 (18.90273892879486) | > loss_duration: 2.2066712379455566 (2.3371570110321045) | > loss_1: 39.602970123291016 (33.22698140144348)  --> STEP: 9 | > loss_disc: 2.5541250705718994 (2.2975427442126803) | > loss_disc_real_0: 0.1622314453125 (0.1306934571928448) | > loss_disc_real_1: 0.25987860560417175 (0.25150544775856865) | > loss_disc_real_2: 0.2223663032054901 (0.21042010684808096) | > loss_disc_real_3: 0.23604147136211395 (0.23401643832524618) | > loss_disc_real_4: 0.26624199748039246 (0.2451006356212828) | > loss_disc_real_5: 0.35326439142227173 (0.24353409475750393) | > loss_0: 2.5541250705718994 (2.2975427442126803) | > loss_gen: 2.8970389366149902 (2.711835755242242) | > loss_kl: 2.430232048034668 (2.3758945332633123) | > loss_feat: 8.49832820892334 (7.1036349932352705) | > loss_mel: 18.875877380371094 (18.89975431230333) | > loss_duration: 2.1223483085632324 (2.313289377424452) | > loss_1: 34.82382583618164 (33.40440856085883)  --> STEP: 10 | > loss_disc: 2.441678047180176 (2.3119562745094298) | > loss_disc_real_0: 0.16564956307411194 (0.13418906778097153) | > loss_disc_real_1: 0.22365406155586243 (0.24872030913829804) | > loss_disc_real_2: 0.21349264681339264 (0.21072736084461213) | > loss_disc_real_3: 0.18226973712444305 (0.22884176820516586) | > loss_disc_real_4: 0.21580219268798828 (0.24217079132795333) | > loss_disc_real_5: 0.2685413956642151 (0.24603482484817504) | > loss_0: 2.441678047180176 (2.3119562745094298) | > loss_gen: 2.329796552658081 (2.6736318349838255) | > loss_kl: 1.939050316810608 (2.332210111618042) | > loss_feat: 6.174742221832275 (7.010745716094971) | > loss_mel: 15.70710563659668 (18.580489444732667) | > loss_duration: 2.318514823913574 (2.313811922073364) | > loss_1: 28.469207763671875 (32.910888481140134)  --> STEP: 11 | > loss_disc: 2.503136396408081 (2.3293362855911255) | > loss_disc_real_0: 0.1525735855102539 (0.13586038757454266) | > loss_disc_real_1: 0.20671886205673218 (0.24490199576724658) | > loss_disc_real_2: 0.27187418937683105 (0.2162861634384502) | > loss_disc_real_3: 0.33259835839271545 (0.23827418549494309) | > loss_disc_real_4: 0.29710936546325684 (0.24716520715843548) | > loss_disc_real_5: 0.3080521821975708 (0.2516727664253928) | > loss_0: 2.503136396408081 (2.3293362855911255) | > loss_gen: 2.561798572540283 (2.6634651747616855) | > loss_kl: 2.7090306282043457 (2.366466522216797) | > loss_feat: 5.846443176269531 (6.904900030656294) | > loss_mel: 17.104232788085938 (18.446284294128418) | > loss_duration: 2.4305081367492676 (2.3244206688620825) | > loss_1: 30.65201187133789 (32.7055360620672)  --> STEP: 12 | > loss_disc: 2.4044079780578613 (2.3355922599633536) | > loss_disc_real_0: 0.09873015433549881 (0.132766201471289) | > loss_disc_real_1: 0.19719935953617096 (0.24092677608132362) | > loss_disc_real_2: 0.2754474878311157 (0.22121627380450568) | > loss_disc_real_3: 0.16453109681606293 (0.2321289281050364) | > loss_disc_real_4: 0.13550053536891937 (0.23785981784264246) | > loss_disc_real_5: 0.1223800778388977 (0.2408983757098516) | > loss_0: 2.4044079780578613 (2.3355922599633536) | > loss_gen: 2.006294012069702 (2.60870091120402) | > loss_kl: 2.5233094692230225 (2.379536767800649) | > loss_feat: 7.541213035583496 (6.957926114400228) | > loss_mel: 19.709318161010742 (18.55153711636861) | > loss_duration: 2.214745044708252 (2.3152810335159297) | > loss_1: 33.99488067626953 (32.81298144658407)  --> STEP: 13 | > loss_disc: 2.6578807830810547 (2.360383684818561) | > loss_disc_real_0: 0.14394201338291168 (0.1336258793106446) | > loss_disc_real_1: 0.22126588225364685 (0.2394143996330408) | > loss_disc_real_2: 0.2645014822483063 (0.22454590522325957) | > loss_disc_real_3: 0.2887991964817047 (0.23648817951862627) | > loss_disc_real_4: 0.29426097869873047 (0.24219836867772615) | > loss_disc_real_5: 0.23572801053524017 (0.24050065531180456) | > loss_0: 2.6578807830810547 (2.360383684818561) | > loss_gen: 2.223478078842163 (2.5790683856377234) | > loss_kl: 2.5561277866363525 (2.3931206923264723) | > loss_feat: 5.219429016113281 (6.824195568378155) | > loss_mel: 17.319772720336914 (18.45678600898156) | > loss_duration: 2.1487350463867188 (2.3024698037367597) | > loss_1: 29.46754264831543 (32.5556400005634)  --> STEP: 14 | > loss_disc: 2.554058074951172 (2.3742175698280334) | > loss_disc_real_0: 0.16338978707790375 (0.13575187272259168) | > loss_disc_real_1: 0.24276509881019592 (0.23965373528855188) | > loss_disc_real_2: 0.18223163485527039 (0.22152345733983175) | > loss_disc_real_3: 0.16714060306549072 (0.2315347812005452) | > loss_disc_real_4: 0.25340819358825684 (0.24299907045704977) | > loss_disc_real_5: 0.20989879965782166 (0.2383148084793772) | > loss_0: 2.554058074951172 (2.3742175698280334) | > loss_gen: 2.1531763076782227 (2.5486475229263306) | > loss_kl: 2.523383855819702 (2.4024252040045604) | > loss_feat: 6.923859119415283 (6.831314393452236) | > loss_mel: 21.65627670288086 (18.685321058545792) | > loss_duration: 2.3050522804260254 (2.302654266357422) | > loss_1: 35.56174850463867 (32.77036203656878)  --> STEP: 15 | > loss_disc: 2.4598324298858643 (2.3799252271652223) | > loss_disc_real_0: 0.18541395664215088 (0.13906267831722896) | > loss_disc_real_1: 0.2874614894390106 (0.24284091889858245) | > loss_disc_real_2: 0.2965083122253418 (0.22652244766553242) | > loss_disc_real_3: 0.1766625940799713 (0.2278766353925069) | > loss_disc_real_4: 0.17885363101959229 (0.23872270782788593) | > loss_disc_real_5: 0.17539134621620178 (0.23411991099516552) | > loss_0: 2.4598324298858643 (2.3799252271652223) | > loss_gen: 2.506328582763672 (2.54582626024882) | > loss_kl: 2.9753053188323975 (2.4406172116597493) | > loss_feat: 8.135324478149414 (6.918248399098714) | > loss_mel: 18.959274291992188 (18.70358460744222) | > loss_duration: 2.367133140563965 (2.3069528579711913) | > loss_1: 34.94336700439453 (32.91522903442383)  --> STEP: 16 | > loss_disc: 2.3394224643707275 (2.3773938044905663) | > loss_disc_real_0: 0.20976223051548004 (0.14348140032961965) | > loss_disc_real_1: 0.2823587954044342 (0.2453107861801982) | > loss_disc_real_2: 0.21474558115005493 (0.2257863935083151) | > loss_disc_real_3: 0.2530401051044464 (0.22944935224950314) | > loss_disc_real_4: 0.3230530619621277 (0.24399335496127605) | > loss_disc_real_5: 0.22492945194244385 (0.2335455073043704) | > loss_0: 2.3394224643707275 (2.3773938044905663) | > loss_gen: 2.9516475200653076 (2.5711900889873505) | > loss_kl: 2.4899795055389404 (2.443702355027199) | > loss_feat: 7.130185604095459 (6.931494474411011) | > loss_mel: 16.343666076660156 (18.55608969926834) | > loss_duration: 2.322175979614258 (2.307904303073883) | > loss_1: 31.237653732299805 (32.81038057804108)  --> STEP: 17 | > loss_disc: 2.2891812324523926 (2.3722048296647915) | > loss_disc_real_0: 0.09946145117282867 (0.14089199155569077) | > loss_disc_real_1: 0.18988043069839478 (0.24205017703420975) | > loss_disc_real_2: 0.33955734968185425 (0.23247880269499385) | > loss_disc_real_3: 0.26715219020843506 (0.23166716624708736) | > loss_disc_real_4: 0.22597463428974152 (0.24293343021589167) | > loss_disc_real_5: 0.20678560435771942 (0.2319713953663321) | > loss_0: 2.2891812324523926 (2.3722048296647915) | > loss_gen: 2.648465871810913 (2.5757357232710896) | > loss_kl: 1.7444661855697632 (2.4025708156473495) | > loss_feat: 5.990620136260986 (6.876148925108068) | > loss_mel: 18.074838638305664 (18.52778081332936) | > loss_duration: 2.416370153427124 (2.314284647212309) | > loss_1: 30.8747615814209 (32.69652063706342)  --> STEP: 18 | > loss_disc: 2.0928893089294434 (2.3566873007350497) | > loss_disc_real_0: 0.1404346227645874 (0.14086658217840725) | > loss_disc_real_1: 0.2119067758321762 (0.24037554363409677) | > loss_disc_real_2: 0.18755745887756348 (0.2299831724829144) | > loss_disc_real_3: 0.209705650806427 (0.23044708205593956) | > loss_disc_real_4: 0.199792742729187 (0.24053672535551918) | > loss_disc_real_5: 0.14726561307907104 (0.2272655185725954) | > loss_0: 2.0928893089294434 (2.3566873007350497) | > loss_gen: 2.687346935272217 (2.581936346160041) | > loss_kl: 2.1510250568389893 (2.3885960512691073) | > loss_feat: 9.414817810058594 (7.017186085383098) | > loss_mel: 20.267078399658203 (18.624408457014297) | > loss_duration: 2.2445669174194336 (2.3104114400015936) | > loss_1: 36.764835357666016 (32.92253812154134)  --> STEP: 19 | > loss_disc: 2.5940115451812744 (2.3691780504427458) | > loss_disc_real_0: 0.3038104772567749 (0.14944257665621608) | > loss_disc_real_1: 0.3320613205432892 (0.24520111083984375) | > loss_disc_real_2: 0.3061535656452179 (0.23399214054408826) | > loss_disc_real_3: 0.24052117764949799 (0.23097729761349528) | > loss_disc_real_4: 0.25026941299438477 (0.2410489720733542) | > loss_disc_real_5: 0.2592412233352661 (0.22894845040220962) | > loss_0: 2.5940115451812744 (2.3691780504427458) | > loss_gen: 2.6667423248291016 (2.5863998187215707) | > loss_kl: 1.8263624906539917 (2.359004811236733) | > loss_feat: 5.564685821533203 (6.940738703075208) | > loss_mel: 16.00967025756836 (18.486790657043457) | > loss_duration: 2.283395528793335 (2.3089895499380013) | > loss_1: 28.35085678100586 (32.68192331414474)  --> STEP: 20 | > loss_disc: 2.5605669021606445 (2.3787474930286407) | > loss_disc_real_0: 0.21644046902656555 (0.15279247127473355) | > loss_disc_real_1: 0.32036927342414856 (0.248959518969059) | > loss_disc_real_2: 0.3054697811603546 (0.2375660225749016) | > loss_disc_real_3: 0.23763079941272736 (0.23130997270345688) | > loss_disc_real_4: 0.23823367059230804 (0.2409082069993019) | > loss_disc_real_5: 0.24001432955265045 (0.22950174435973167) | > loss_0: 2.5605669021606445 (2.3787474930286407) | > loss_gen: 2.568610191345215 (2.5855103373527526) | > loss_kl: 1.6441631317138672 (2.3232627272605897) | > loss_feat: 6.588006496429443 (6.92310209274292) | > loss_mel: 17.557411193847656 (18.440321683883667) | > loss_duration: 2.2886691093444824 (2.307973527908325) | > loss_1: 30.646862030029297 (32.580170249938966)  --> STEP: 21 | > loss_disc: 2.6802806854248047 (2.393106216476077) | > loss_disc_real_0: 0.1759447455406189 (0.15389496052548998) | > loss_disc_real_1: 0.23788972198963165 (0.24843238577956245) | > loss_disc_real_2: 0.21599170565605164 (0.23653867415019444) | > loss_disc_real_3: 0.25788065791130066 (0.2325752434276399) | > loss_disc_real_4: 0.2937864363193512 (0.24342621791930424) | > loss_disc_real_5: 0.2888313829898834 (0.23232696524688176) | > loss_0: 2.6802806854248047 (2.393106216476077) | > loss_gen: 2.230839729309082 (2.5686212607792447) | > loss_kl: 1.8571041822433472 (2.3010647013073875) | > loss_feat: 6.402681350708008 (6.898320152646019) | > loss_mel: 17.375900268554688 (18.389634949820383) | > loss_duration: 2.1935157775878906 (2.3025231588454473) | > loss_1: 30.060039520263672 (32.460164024716335)  --> STEP: 22 | > loss_disc: 2.232140302658081 (2.3857895840298045) | > loss_disc_real_0: 0.112874835729599 (0.15203040939840404) | > loss_disc_real_1: 0.15970870852470398 (0.24439949135888706) | > loss_disc_real_2: 0.22399459779262543 (0.23596848886121402) | > loss_disc_real_3: 0.23798952996730804 (0.2328213473612612) | > loss_disc_real_4: 0.2391209453344345 (0.2432305237109011) | > loss_disc_real_5: 0.26168254017829895 (0.23366130956194617) | > loss_0: 2.232140302658081 (2.3857895840298045) | > loss_gen: 2.5710394382476807 (2.568731177936901) | > loss_kl: 1.9654960632324219 (2.285811581394889) | > loss_feat: 7.917899131774902 (6.944664651697332) | > loss_mel: 19.40079689025879 (18.435596856203947) | > loss_duration: 2.152794361114502 (2.295717304403132) | > loss_1: 34.008026123046875 (32.530521392822266)  --> STEP: 23 | > loss_disc: 2.376445770263672 (2.3853833312573642) | > loss_disc_real_0: 0.17213213443756104 (0.15290439744358478) | > loss_disc_real_1: 0.31529828906059265 (0.24748204778070035) | > loss_disc_real_2: 0.24082674086093903 (0.23617971720902817) | > loss_disc_real_3: 0.2341046780347824 (0.23287714434706647) | > loss_disc_real_4: 0.21831749379634857 (0.24214734849722488) | > loss_disc_real_5: 0.23457998037338257 (0.23370125177113907) | > loss_0: 2.376445770263672 (2.3853833312573642) | > loss_gen: 2.535508871078491 (2.567286729812622) | > loss_kl: 2.4987354278564453 (2.295069139936696) | > loss_feat: 5.7994279861450195 (6.894871753195058) | > loss_mel: 16.916656494140625 (18.369555970896844) | > loss_duration: 2.2948596477508545 (2.2956800149834673) | > loss_1: 30.045188903808594 (32.42246345851732)  --> STEP: 24 | > loss_disc: 2.5592212677001953 (2.392626578609149) | > loss_disc_real_0: 0.1795630306005478 (0.1540151738251249) | > loss_disc_real_1: 0.27232134342193604 (0.2485170184324185) | > loss_disc_real_2: 0.26217058300971985 (0.23726266995072365) | > loss_disc_real_3: 0.2593074440956116 (0.2339784068365892) | > loss_disc_real_4: 0.24147529900074005 (0.24211934643487135) | > loss_disc_real_5: 0.25998368859291077 (0.23479635330537954) | > loss_0: 2.5592212677001953 (2.392626578609149) | > loss_gen: 2.36495304107666 (2.5588561594486237) | > loss_kl: 1.9999806880950928 (2.282773787776629) | > loss_feat: 4.7005133628845215 (6.803440153598785) | > loss_mel: 16.726633071899414 (18.301100850105282) | > loss_duration: 2.3835530281066895 (2.299341390530268) | > loss_1: 28.17563247680664 (32.24551216761271)  --> STEP: 25 | > loss_disc: 2.475526809692383 (2.3959425878524785) | > loss_disc_real_0: 0.20691253244876862 (0.15613106817007064) | > loss_disc_real_1: 0.24751529097557068 (0.2484769493341446) | > loss_disc_real_2: 0.2622225880622864 (0.23826106667518615) | > loss_disc_real_3: 0.2535497546195984 (0.23476126074790954) | > loss_disc_real_4: 0.27666929364204407 (0.24350134432315826) | > loss_disc_real_5: 0.24750036001205444 (0.23530451357364654) | > loss_0: 2.475526809692383 (2.3959425878524785) | > loss_gen: 2.60353422164917 (2.5606432819366454) | > loss_kl: 2.4660589694976807 (2.2901051950454714) | > loss_feat: 7.610136032104492 (6.8357079887390135) | > loss_mel: 15.8924560546875 (18.20475505828857) | > loss_duration: 2.3194124698638916 (2.3001442337036133) | > loss_1: 30.891597747802734 (32.191355590820315)  --> STEP: 26 | > loss_disc: 2.074061870574951 (2.3835625602648816) | > loss_disc_real_0: 0.13712424039840698 (0.15540003633269897) | > loss_disc_real_1: 0.11073213815689087 (0.2431790719811733) | > loss_disc_real_2: 0.2227160632610321 (0.23766318192848793) | > loss_disc_real_3: 0.07626504451036453 (0.22866525243108088) | > loss_disc_real_4: 0.060246918350458145 (0.23645309717036211) | > loss_disc_real_5: 0.09500107914209366 (0.22990822763397142) | > loss_0: 2.074061870574951 (2.3835625602648816) | > loss_gen: 2.3391311168670654 (2.5521235832801232) | > loss_kl: 1.9814457893371582 (2.2782336794413056) | > loss_feat: 14.524419784545898 (7.131427673193125) | > loss_mel: 19.37127113342285 (18.24962106117835) | > loss_duration: 2.2958834171295166 (2.299980356143071) | > loss_1: 40.512149810791016 (32.511386137742264) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024401224576509916 (+4.059534806471598e-05) | > avg_loss_disc: 2.3835625602648816 (+0.0323620621974654) | > avg_loss_disc_real_0: 0.15540003633269897 (+0.021952211713561626) | > avg_loss_disc_real_1: 0.2431790719811733 (-0.02026494248555258) | > avg_loss_disc_real_2: 0.23766318192848793 (-0.03895362294637242) | > avg_loss_disc_real_3: 0.22866525243108088 (-0.03624381153629369) | > avg_loss_disc_real_4: 0.23645309717036211 (-0.004320915931692482) | > avg_loss_disc_real_5: 0.22990822763397142 (-0.001467798478328286) | > avg_loss_0: 2.3835625602648816 (+0.0323620621974654) | > avg_loss_gen: 2.5521235832801232 (-0.20361987444070673) | > avg_loss_kl: 2.2782336794413056 (-0.07595341022197966) | > avg_loss_feat: 7.131427673193125 (-0.2977830446683445) | > avg_loss_mel: 18.24962106117835 (-0.7642070330106385) | > avg_loss_duration: 2.299980356143071 (+0.005951991448035265) | > avg_loss_1: 32.511386137742264 (-1.3356117835411752)  > EPOCH: 258/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:17:14)   --> TIME: 2024-06-11 02:17:18 -- STEP: 9/330 -- GLOBAL_STEP: 173150 | > loss_disc: 2.3937151432037354 (2.3118003209431968) | > loss_disc_real_0: 0.13658899068832397 (0.10787364426586363) | > loss_disc_real_1: 0.21862436830997467 (0.19878533482551575) | > loss_disc_real_2: 0.24746207892894745 (0.22418660091029274) | > loss_disc_real_3: 0.22963686287403107 (0.2333235028717253) | > loss_disc_real_4: 0.24594125151634216 (0.22904174360964033) | > loss_disc_real_5: 0.254513680934906 (0.2432759685648812) | > loss_0: 2.3937151432037354 (2.3118003209431968) | > grad_norm_0: tensor(5.5200, device='cuda:0') (tensor(9.5598, device='cuda:0')) | > loss_gen: 2.4288904666900635 (2.583214282989502) | > loss_kl: 1.7390650510787964 (1.7612430916892157) | > loss_feat: 6.876912593841553 (7.18959543440077) | > loss_mel: 19.112808227539062 (19.478321711222332) | > loss_duration: 2.1553688049316406 (2.22284730275472) | > loss_1: 32.313045501708984 (33.23522186279297) | > grad_norm_1: tensor(100.0426, device='cuda:0') (tensor(120.1646, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3708 (0.3542989624871148) | > loader_time: 0.0035 (0.0031628343794080946)  --> TIME: 2024-06-11 02:17:28 -- STEP: 34/330 -- GLOBAL_STEP: 173175 | > loss_disc: 2.2380752563476562 (2.31974061797647) | > loss_disc_real_0: 0.10103170573711395 (0.10930751066874056) | > loss_disc_real_1: 0.19653278589248657 (0.20206711134489844) | > loss_disc_real_2: 0.2002575844526291 (0.21509376124424093) | > loss_disc_real_3: 0.22397251427173615 (0.22507267664460576) | > loss_disc_real_4: 0.20318862795829773 (0.22329392503289616) | > loss_disc_real_5: 0.20221972465515137 (0.21958481388933518) | > loss_0: 2.2380752563476562 (2.31974061797647) | > grad_norm_0: tensor(4.8503, device='cuda:0') (tensor(9.8003, device='cuda:0')) | > loss_gen: 2.722097873687744 (2.5148405047024) | > loss_kl: 1.7247477769851685 (1.7837515613612007) | > loss_feat: 8.705085754394531 (7.209712280946619) | > loss_mel: 19.730548858642578 (19.054857590619257) | > loss_duration: 2.084887981414795 (2.1024668216705322) | > loss_1: 34.967369079589844 (32.66562888201546) | > grad_norm_1: tensor(112.4519, device='cuda:0') (tensor(128.3329, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3546 (0.36515309530145984) | > loader_time: 0.004 (0.0033261846093570486)  --> TIME: 2024-06-11 02:17:37 -- STEP: 59/330 -- GLOBAL_STEP: 173200 | > loss_disc: 2.327691078186035 (2.3156490608797244) | > loss_disc_real_0: 0.11529920995235443 (0.11086309991650663) | > loss_disc_real_1: 0.21232284605503082 (0.20206077523150687) | > loss_disc_real_2: 0.2686524987220764 (0.2141382451784813) | > loss_disc_real_3: 0.238209068775177 (0.22441979586067845) | > loss_disc_real_4: 0.22927792370319366 (0.2232771308745368) | > loss_disc_real_5: 0.22211214900016785 (0.21903591262081923) | > loss_0: 2.327691078186035 (2.3156490608797244) | > grad_norm_0: tensor(15.9644, device='cuda:0') (tensor(11.0385, device='cuda:0')) | > loss_gen: 2.497586965560913 (2.527107695401725) | > loss_kl: 1.794282078742981 (1.7877813577651978) | > loss_feat: 7.149304389953613 (7.263486635887016) | > loss_mel: 17.24213409423828 (18.956266855789444) | > loss_duration: 2.0000205039978027 (2.0683631391848545) | > loss_1: 30.68332862854004 (32.6030057163562) | > grad_norm_1: tensor(227.9071, device='cuda:0') (tensor(155.9189, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3542 (0.36467799493822) | > loader_time: 0.0032 (0.003426091145660918)  --> TIME: 2024-06-11 02:17:46 -- STEP: 84/330 -- GLOBAL_STEP: 173225 | > loss_disc: 2.4032554626464844 (2.317758849688939) | > loss_disc_real_0: 0.12025482952594757 (0.11196593567728996) | > loss_disc_real_1: 0.20251701772212982 (0.20101286116100492) | > loss_disc_real_2: 0.24643506109714508 (0.21263710817410833) | > loss_disc_real_3: 0.225986510515213 (0.22640547280510268) | > loss_disc_real_4: 0.24151235818862915 (0.2244864519508112) | > loss_disc_real_5: 0.2462645322084427 (0.21761654406076386) | > loss_0: 2.4032554626464844 (2.317758849688939) | > grad_norm_0: tensor(5.7453, device='cuda:0') (tensor(11.8315, device='cuda:0')) | > loss_gen: 2.4941964149475098 (2.5305979705992203) | > loss_kl: 1.9104454517364502 (1.7941936339650835) | > loss_feat: 6.665153980255127 (7.2829456102280385) | > loss_mel: 18.952953338623047 (18.858892191024047) | > loss_duration: 2.1032495498657227 (2.055855817738033) | > loss_1: 32.125999450683594 (32.52248518807548) | > grad_norm_1: tensor(101.1198, device='cuda:0') (tensor(160.7932, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3749 (0.36745338212876083) | > loader_time: 0.0038 (0.003558082239968436)  --> TIME: 2024-06-11 02:17:56 -- STEP: 109/330 -- GLOBAL_STEP: 173250 | > loss_disc: 2.2805721759796143 (2.319028758127755) | > loss_disc_real_0: 0.14336496591567993 (0.11396804889407727) | > loss_disc_real_1: 0.2703165113925934 (0.20103447248629475) | > loss_disc_real_2: 0.20907312631607056 (0.2137597229229201) | > loss_disc_real_3: 0.2330813854932785 (0.22529299324805582) | > loss_disc_real_4: 0.23118770122528076 (0.22325195249067534) | > loss_disc_real_5: 0.2136082947254181 (0.21638199167514066) | > loss_0: 2.2805721759796143 (2.319028758127755) | > grad_norm_0: tensor(26.6546, device='cuda:0') (tensor(12.8077, device='cuda:0')) | > loss_gen: 2.7804620265960693 (2.5354029694828424) | > loss_kl: 1.7639946937561035 (1.7926908151819072) | > loss_feat: 7.314210414886475 (7.312162338046853) | > loss_mel: 19.133380889892578 (18.829717793595897) | > loss_duration: 1.98594069480896 (2.0538508684263324) | > loss_1: 32.977989196777344 (32.52382467427384) | > grad_norm_1: tensor(277.2900, device='cuda:0') (tensor(164.9960, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3836 (0.36898743340728474) | > loader_time: 0.0038 (0.0036599964176842925)  --> TIME: 2024-06-11 02:18:06 -- STEP: 134/330 -- GLOBAL_STEP: 173275 | > loss_disc: 2.3180911540985107 (2.3271374684661184) | > loss_disc_real_0: 0.11576306074857712 (0.11482823034053419) | > loss_disc_real_1: 0.1895647644996643 (0.20107174008639891) | > loss_disc_real_2: 0.16797296702861786 (0.21369430734150446) | > loss_disc_real_3: 0.2253703773021698 (0.2266582146064559) | > loss_disc_real_4: 0.23813201487064362 (0.22346398912703813) | > loss_disc_real_5: 0.19526103138923645 (0.21672211109257455) | > loss_0: 2.3180911540985107 (2.3271374684661184) | > grad_norm_0: tensor(22.4871, device='cuda:0') (tensor(15.8170, device='cuda:0')) | > loss_gen: 2.4590964317321777 (2.5291140773403114) | > loss_kl: 1.7908176183700562 (1.7842794647857325) | > loss_feat: 7.3993706703186035 (7.305228603419973) | > loss_mel: 19.3875732421875 (18.855655456656837) | > loss_duration: 2.0509560108184814 (2.054468728713136) | > loss_1: 33.08781433105469 (32.52874626330474) | > grad_norm_1: tensor(348.7100, device='cuda:0') (tensor(182.5661, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3852 (0.3705134373992236) | > loader_time: 0.0048 (0.0037504914981215747)  --> TIME: 2024-06-11 02:18:15 -- STEP: 159/330 -- GLOBAL_STEP: 173300 | > loss_disc: 2.314321994781494 (2.3323734721297735) | > loss_disc_real_0: 0.08900268375873566 (0.11639982260435632) | > loss_disc_real_1: 0.20689789950847626 (0.20064108186172988) | > loss_disc_real_2: 0.20130085945129395 (0.2149668336851792) | > loss_disc_real_3: 0.21441690623760223 (0.22662834504490378) | > loss_disc_real_4: 0.19191431999206543 (0.22344505983703541) | > loss_disc_real_5: 0.18790701031684875 (0.2170965406317381) | > loss_0: 2.314321994781494 (2.3323734721297735) | > grad_norm_0: tensor(15.4753, device='cuda:0') (tensor(17.8709, device='cuda:0')) | > loss_gen: 2.407736301422119 (2.525508468256057) | > loss_kl: 1.7664811611175537 (1.7824979698133168) | > loss_feat: 7.420957565307617 (7.292248611930032) | > loss_mel: 18.10650062561035 (18.862808479453033) | > loss_duration: 2.0647754669189453 (2.055672131244492) | > loss_1: 31.766450881958008 (32.51873554973482) | > grad_norm_1: tensor(271.0131, device='cuda:0') (tensor(201.7842, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.408 (0.37325530082174807) | > loader_time: 0.0045 (0.003845621204976016)  --> TIME: 2024-06-11 02:18:26 -- STEP: 184/330 -- GLOBAL_STEP: 173325 | > loss_disc: 2.3459997177124023 (2.3297061298204516) | > loss_disc_real_0: 0.15420325100421906 (0.11656934367087872) | > loss_disc_real_1: 0.2643533945083618 (0.2008220958320991) | > loss_disc_real_2: 0.22196964919567108 (0.21464328994245632) | > loss_disc_real_3: 0.2233300656080246 (0.22603660554665586) | > loss_disc_real_4: 0.23426875472068787 (0.22324510242628015) | > loss_disc_real_5: 0.23292045295238495 (0.2167098938446978) | > loss_0: 2.3459997177124023 (2.3297061298204516) | > grad_norm_0: tensor(43.5437, device='cuda:0') (tensor(18.9168, device='cuda:0')) | > loss_gen: 2.653776168823242 (2.5298580553220673) | > loss_kl: 1.715054988861084 (1.784013943179794) | > loss_feat: 7.320470333099365 (7.302460375039474) | > loss_mel: 18.39219093322754 (18.824652215708856) | > loss_duration: 2.08526611328125 (2.061011624077093) | > loss_1: 32.16675567626953 (32.501996144004494) | > grad_norm_1: tensor(354.0013, device='cuda:0') (tensor(214.4122, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3899 (0.37668831711230055) | > loader_time: 0.0055 (0.003970606171566507)  --> TIME: 2024-06-11 02:18:36 -- STEP: 209/330 -- GLOBAL_STEP: 173350 | > loss_disc: 2.408977746963501 (2.3305155671954743) | > loss_disc_real_0: 0.21619002521038055 (0.11693750767473969) | > loss_disc_real_1: 0.17547783255577087 (0.2001698641685778) | > loss_disc_real_2: 0.23984616994857788 (0.21488216391020415) | > loss_disc_real_3: 0.21391867101192474 (0.22598995232696167) | > loss_disc_real_4: 0.2152937799692154 (0.22373638933069967) | > loss_disc_real_5: 0.2060406357049942 (0.21717627539018694) | > loss_0: 2.408977746963501 (2.3305155671954743) | > grad_norm_0: tensor(53.5995, device='cuda:0') (tensor(20.2430, device='cuda:0')) | > loss_gen: 2.3646459579467773 (2.5320930743331553) | > loss_kl: 1.607766032218933 (1.7797638069499622) | > loss_feat: 6.651015281677246 (7.320542283035351) | > loss_mel: 18.067638397216797 (18.79468673268003) | > loss_duration: 2.1180524826049805 (2.067169743861879) | > loss_1: 30.809120178222656 (32.494255567851816) | > grad_norm_1: tensor(125.6993, device='cuda:0') (tensor(229.3200, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.3979 (0.38046494853553575) | > loader_time: 0.0043 (0.004084619038413016)  --> TIME: 2024-06-11 02:18:47 -- STEP: 234/330 -- GLOBAL_STEP: 173375 | > loss_disc: 2.4603748321533203 (2.326471819836871) | > loss_disc_real_0: 0.19783012568950653 (0.11676726375634854) | > loss_disc_real_1: 0.2147122621536255 (0.19986175236284223) | > loss_disc_real_2: 0.2439574897289276 (0.21500865459187418) | > loss_disc_real_3: 0.21235382556915283 (0.22562027506084523) | > loss_disc_real_4: 0.21603041887283325 (0.22329298667928094) | > loss_disc_real_5: 0.20102600753307343 (0.21650418212525865) | > loss_0: 2.4603748321533203 (2.326471819836871) | > grad_norm_0: tensor(68.7030, device='cuda:0') (tensor(22.4171, device='cuda:0')) | > loss_gen: 2.502887010574341 (2.5416007082686476) | > loss_kl: 1.772553563117981 (1.7784256843420176) | > loss_feat: 6.5282769203186035 (7.335739461784689) | > loss_mel: 16.77032470703125 (18.750008460802903) | > loss_duration: 2.1423988342285156 (2.0745124388963756) | > loss_1: 29.716442108154297 (32.480286728622566) | > grad_norm_1: tensor(258.7147, device='cuda:0') (tensor(243.1946, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.4298 (0.3838412425456902) | > loader_time: 0.0062 (0.004224581596178888)  --> TIME: 2024-06-11 02:18:57 -- STEP: 259/330 -- GLOBAL_STEP: 173400 | > loss_disc: 2.4008028507232666 (2.3305865392721774) | > loss_disc_real_0: 0.20364625751972198 (0.11831702930586678) | > loss_disc_real_1: 0.21681365370750427 (0.20034123876610319) | > loss_disc_real_2: 0.2354377806186676 (0.2148123340371953) | > loss_disc_real_3: 0.2509976029396057 (0.22583432679701035) | > loss_disc_real_4: 0.21478848159313202 (0.22311577989097728) | > loss_disc_real_5: 0.20873095095157623 (0.2169386763485242) | > loss_0: 2.4008028507232666 (2.3305865392721774) | > grad_norm_0: tensor(39.3137, device='cuda:0') (tensor(24.7626, device='cuda:0')) | > loss_gen: 2.631253957748413 (2.5421385820307796) | > loss_kl: 1.749146819114685 (1.7814271574314957) | > loss_feat: 7.26188850402832 (7.3528457056141265) | > loss_mel: 18.184547424316406 (18.69389830040655) | > loss_duration: 2.173349380493164 (2.0809444828843517) | > loss_1: 32.000186920166016 (32.45125420765527) | > grad_norm_1: tensor(105.7694, device='cuda:0') (tensor(255.5431, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.4186 (0.38763524114395187) | > loader_time: 0.0055 (0.004386691052941283)  --> TIME: 2024-06-11 02:19:09 -- STEP: 284/330 -- GLOBAL_STEP: 173425 | > loss_disc: 2.42659854888916 (2.3291026504946446) | > loss_disc_real_0: 0.13745737075805664 (0.11909301441267763) | > loss_disc_real_1: 0.23822282254695892 (0.19989140043166323) | > loss_disc_real_2: 0.2211044579744339 (0.21485661117123891) | > loss_disc_real_3: 0.22119130194187164 (0.22586375763508634) | > loss_disc_real_4: 0.2324201762676239 (0.22261081027313015) | > loss_disc_real_5: 0.2130381315946579 (0.2165876149501599) | > loss_0: 2.42659854888916 (2.3291026504946446) | > grad_norm_0: tensor(36.8757, device='cuda:0') (tensor(27.5600, device='cuda:0')) | > loss_gen: 2.5645103454589844 (2.5451848767173133) | > loss_kl: 1.8527636528015137 (1.7853315468405333) | > loss_feat: 6.844332695007324 (7.374048921423898) | > loss_mel: 17.95994758605957 (18.642605956171597) | > loss_duration: 2.1750407218933105 (2.089374905740712) | > loss_1: 31.396595001220703 (32.436546218227335) | > grad_norm_1: tensor(272.3409, device='cuda:0') (tensor(271.0468, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.4521 (0.39250476595381606) | > loader_time: 0.0062 (0.004539835620933855)  --> TIME: 2024-06-11 02:19:21 -- STEP: 309/330 -- GLOBAL_STEP: 173450 | > loss_disc: 2.332751750946045 (2.329727021621657) | > loss_disc_real_0: 0.10017278045415878 (0.11983293935077861) | > loss_disc_real_1: 0.17376025021076202 (0.20009643210755199) | > loss_disc_real_2: 0.1921243965625763 (0.21482840373292328) | > loss_disc_real_3: 0.21431921422481537 (0.2256910132069418) | > loss_disc_real_4: 0.22530370950698853 (0.22294441482781593) | > loss_disc_real_5: 0.20047062635421753 (0.21677204874919842) | > loss_0: 2.332751750946045 (2.329727021621657) | > grad_norm_0: tensor(9.3761, device='cuda:0') (tensor(27.2629, device='cuda:0')) | > loss_gen: 2.55666446685791 (2.5432064679834085) | > loss_kl: 1.7392759323120117 (1.7889546900505386) | > loss_feat: 7.654836654663086 (7.3932022245956475) | > loss_mel: 17.802623748779297 (18.614214085452364) | > loss_duration: 2.2574148178100586 (2.0999725744562237) | > loss_1: 32.01081466674805 (32.4395500294213) | > grad_norm_1: tensor(202.2423, device='cuda:0') (tensor(273.8219, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.5062 (0.39941040289054786) | > loader_time: 0.0073 (0.004743941779275544)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4317238330841064 (2.4317238330841064) | > loss_disc_real_0: 0.17793059349060059 (0.17793059349060059) | > loss_disc_real_1: 0.1955459713935852 (0.1955459713935852) | > loss_disc_real_2: 0.21887855231761932 (0.21887855231761932) | > loss_disc_real_3: 0.27459874749183655 (0.27459874749183655) | > loss_disc_real_4: 0.2654486298561096 (0.2654486298561096) | > loss_disc_real_5: 0.23439928889274597 (0.23439928889274597) | > loss_0: 2.4317238330841064 (2.4317238330841064) | > loss_gen: 2.489680290222168 (2.489680290222168) | > loss_kl: 2.6973206996917725 (2.6973206996917725) | > loss_feat: 5.192780017852783 (5.192780017852783) | > loss_mel: 15.670812606811523 (15.670812606811523) | > loss_duration: 2.928889274597168 (2.928889274597168) | > loss_1: 28.97948455810547 (28.97948455810547)  --> STEP: 1 | > loss_disc: 2.271153450012207 (2.271153450012207) | > loss_disc_real_0: 0.0787854790687561 (0.0787854790687561) | > loss_disc_real_1: 0.17360085248947144 (0.17360085248947144) | > loss_disc_real_2: 0.1019495278596878 (0.1019495278596878) | > loss_disc_real_3: 0.18827849626541138 (0.18827849626541138) | > loss_disc_real_4: 0.21930913627147675 (0.21930913627147675) | > loss_disc_real_5: 0.1897755265235901 (0.1897755265235901) | > loss_0: 2.271153450012207 (2.271153450012207) | > loss_gen: 2.1853771209716797 (2.1853771209716797) | > loss_kl: 2.3148386478424072 (2.3148386478424072) | > loss_feat: 6.801809310913086 (6.801809310913086) | > loss_mel: 20.943431854248047 (20.943431854248047) | > loss_duration: 2.426119089126587 (2.426119089126587) | > loss_1: 34.67157745361328 (34.67157745361328)  --> STEP: 2 | > loss_disc: 2.276261568069458 (2.2737075090408325) | > loss_disc_real_0: 0.13469165563583374 (0.10673856735229492) | > loss_disc_real_1: 0.3186565637588501 (0.24612870812416077) | > loss_disc_real_2: 0.2029748558998108 (0.1524621918797493) | > loss_disc_real_3: 0.30642634630203247 (0.24735242128372192) | > loss_disc_real_4: 0.246048703789711 (0.23267892003059387) | > loss_disc_real_5: 0.22616958618164062 (0.20797255635261536) | > loss_0: 2.276261568069458 (2.2737075090408325) | > loss_gen: 2.9019999504089355 (2.5436885356903076) | > loss_kl: 2.544231414794922 (2.4295350313186646) | > loss_feat: 6.42485237121582 (6.613330841064453) | > loss_mel: 18.63318634033203 (19.78830909729004) | > loss_duration: 2.478731155395508 (2.4524251222610474) | > loss_1: 32.983001708984375 (33.82728958129883)  --> STEP: 3 | > loss_disc: 2.380127429962158 (2.309180816014608) | > loss_disc_real_0: 0.1713472306728363 (0.12827478845914206) | > loss_disc_real_1: 0.2527828812599182 (0.24834676583607992) | > loss_disc_real_2: 0.14109060168266296 (0.14867166181405386) | > loss_disc_real_3: 0.24269697070121765 (0.24580060442288718) | > loss_disc_real_4: 0.24139225482940674 (0.2355833649635315) | > loss_disc_real_5: 0.252464234828949 (0.22280311584472656) | > loss_0: 2.380127429962158 (2.309180816014608) | > loss_gen: 2.543290138244629 (2.543555736541748) | > loss_kl: 1.7480555772781372 (2.2023752133051553) | > loss_feat: 5.437962532043457 (6.221541404724121) | > loss_mel: 20.372947692871094 (19.98318862915039) | > loss_duration: 2.2539844512939453 (2.38627823193868) | > loss_1: 32.356239318847656 (33.3369394938151)  --> STEP: 4 | > loss_disc: 2.12404465675354 (2.262896776199341) | > loss_disc_real_0: 0.13260109722614288 (0.12935636565089226) | > loss_disc_real_1: 0.25544238090515137 (0.2501206696033478) | > loss_disc_real_2: 0.17047470808029175 (0.15412242338061333) | > loss_disc_real_3: 0.226583793759346 (0.24099640175700188) | > loss_disc_real_4: 0.2310056835412979 (0.2344389446079731) | > loss_disc_real_5: 0.20335839688777924 (0.21794193610548973) | > loss_0: 2.12404465675354 (2.262896776199341) | > loss_gen: 2.897123336791992 (2.631947636604309) | > loss_kl: 2.2208001613616943 (2.20698145031929) | > loss_feat: 7.592829704284668 (6.564363479614258) | > loss_mel: 19.656352996826172 (19.901479721069336) | > loss_duration: 2.286494731903076 (2.361332356929779) | > loss_1: 34.65359878540039 (33.666104316711426)  --> STEP: 5 | > loss_disc: 2.469970941543579 (2.3043116092681886) | > loss_disc_real_0: 0.17987693846225739 (0.1394604802131653) | > loss_disc_real_1: 0.3843950927257538 (0.276975554227829) | > loss_disc_real_2: 0.20891524851322174 (0.165080988407135) | > loss_disc_real_3: 0.337573766708374 (0.2603118747472763) | > loss_disc_real_4: 0.24853992462158203 (0.2372591406106949) | > loss_disc_real_5: 0.20993100106716156 (0.2163397490978241) | > loss_0: 2.469970941543579 (2.3043116092681886) | > loss_gen: 3.085627794265747 (2.7226836681365967) | > loss_kl: 2.0488550662994385 (2.1753561735153197) | > loss_feat: 6.805768966674805 (6.6126445770263675) | > loss_mel: 18.532400131225586 (19.627663803100585) | > loss_duration: 2.354733467102051 (2.360012578964233) | > loss_1: 32.82738494873047 (33.49836044311523)  --> STEP: 6 | > loss_disc: 2.3611559867858887 (2.313785672187805) | > loss_disc_real_0: 0.1000700294971466 (0.13289540509382883) | > loss_disc_real_1: 0.22124537825584412 (0.2676871915658315) | > loss_disc_real_2: 0.2476487159729004 (0.17884227633476257) | > loss_disc_real_3: 0.3109360933303833 (0.26874924451112747) | > loss_disc_real_4: 0.3128412663936615 (0.24985616157452264) | > loss_disc_real_5: 0.2821143567562103 (0.22730218370755514) | > loss_0: 2.3611559867858887 (2.313785672187805) | > loss_gen: 2.727384090423584 (2.7234670718510947) | > loss_kl: 2.2984447479248047 (2.1958709359169006) | > loss_feat: 6.145198822021484 (6.53473695119222) | > loss_mel: 18.355224609375 (19.41559060414632) | > loss_duration: 2.197268486022949 (2.3328885634740195) | > loss_1: 31.723522186279297 (33.202554066975914)  --> STEP: 7 | > loss_disc: 2.5510482788085938 (2.3476803302764893) | > loss_disc_real_0: 0.20322063565254211 (0.14294186660221644) | > loss_disc_real_1: 0.38742417097091675 (0.28479247433798655) | > loss_disc_real_2: 0.18208155035972595 (0.1793050297669002) | > loss_disc_real_3: 0.30765441060066223 (0.274307125381061) | > loss_disc_real_4: 0.32272085547447205 (0.2602654035602297) | > loss_disc_real_5: 0.24231523275375366 (0.22944690499986922) | > loss_0: 2.5510482788085938 (2.3476803302764893) | > loss_gen: 2.742310047149658 (2.726158925465175) | > loss_kl: 3.2329258918762207 (2.344021643911089) | > loss_feat: 5.0041656494140625 (6.316083908081055) | > loss_mel: 18.443222045898438 (19.27668081011091) | > loss_duration: 2.47585129737854 (2.3533118111746654) | > loss_1: 31.898473739624023 (33.016256877354216)  --> STEP: 8 | > loss_disc: 2.1482295989990234 (2.322748988866806) | > loss_disc_real_0: 0.14042504131793976 (0.14262726344168186) | > loss_disc_real_1: 0.3068196773529053 (0.2875458747148514) | > loss_disc_real_2: 0.17884734272956848 (0.17924781888723373) | > loss_disc_real_3: 0.2237316370010376 (0.2679851893335581) | > loss_disc_real_4: 0.2088632881641388 (0.25384013913571835) | > loss_disc_real_5: 0.1910976767539978 (0.22465325146913528) | > loss_0: 2.1482295989990234 (2.322748988866806) | > loss_gen: 2.843407154083252 (2.7408149540424347) | > loss_kl: 2.6687405109405518 (2.384611502289772) | > loss_feat: 8.64742374420166 (6.60750138759613) | > loss_mel: 19.822071075439453 (19.344854593276978) | > loss_duration: 2.1959495544433594 (2.333641529083252) | > loss_1: 36.17759323120117 (33.41142392158508)  --> STEP: 9 | > loss_disc: 2.2100026607513428 (2.310221619076199) | > loss_disc_real_0: 0.34311482310295105 (0.16490365895960066) | > loss_disc_real_1: 0.272318035364151 (0.28585389256477356) | > loss_disc_real_2: 0.18842288851737976 (0.18026727106836107) | > loss_disc_real_3: 0.2586788237094879 (0.2669511487086614) | > loss_disc_real_4: 0.20095549523830414 (0.2479640675915612) | > loss_disc_real_5: 0.1733577996492386 (0.21895375682248008) | > loss_0: 2.2100026607513428 (2.310221619076199) | > loss_gen: 3.3039491176605225 (2.8033854166666665) | > loss_kl: 2.304521322250366 (2.375712593396505) | > loss_feat: 9.504671096801758 (6.929409133063422) | > loss_mel: 20.036603927612305 (19.421715630425346) | > loss_duration: 2.0915989875793457 (2.3067479133605957) | > loss_1: 37.2413444519043 (33.83697064717611)  --> STEP: 10 | > loss_disc: 2.3277034759521484 (2.3119698047637938) | > loss_disc_real_0: 0.2447410523891449 (0.1728873983025551) | > loss_disc_real_1: 0.343192458152771 (0.2915877491235733) | > loss_disc_real_2: 0.20564469695091248 (0.18280501365661622) | > loss_disc_real_3: 0.2520381510257721 (0.26545984894037244) | > loss_disc_real_4: 0.23404887318611145 (0.24657254815101623) | > loss_disc_real_5: 0.13668082654476166 (0.21072646379470825) | > loss_0: 2.3277034759521484 (2.3119698047637938) | > loss_gen: 2.8775687217712402 (2.810803747177124) | > loss_kl: 2.663116216659546 (2.404452955722809) | > loss_feat: 7.058670520782471 (6.9423352718353275) | > loss_mel: 18.03963279724121 (19.283507347106934) | > loss_duration: 2.2949726581573486 (2.305570387840271) | > loss_1: 32.9339599609375 (33.74666957855224)  --> STEP: 11 | > loss_disc: 2.414461374282837 (2.321287220174616) | > loss_disc_real_0: 0.25690460205078125 (0.18052532591603018) | > loss_disc_real_1: 0.2747526466846466 (0.2900572852654891) | > loss_disc_real_2: 0.1672254502773285 (0.1813886897130446) | > loss_disc_real_3: 0.26120853424072266 (0.2650733657858588) | > loss_disc_real_4: 0.31970536708831787 (0.25322098623622546) | > loss_disc_real_5: 0.2763851284980774 (0.21669543331319635) | > loss_0: 2.414461374282837 (2.321287220174616) | > loss_gen: 2.874931573867798 (2.816633549603549) | > loss_kl: 2.498587131500244 (2.413010608066212) | > loss_feat: 5.955106735229492 (6.8525872230529785) | > loss_mel: 19.8404483795166 (19.334138350053266) | > loss_duration: 2.3516159057617188 (2.3097563440149482) | > loss_1: 33.52069091796875 (33.72612606395375)  --> STEP: 12 | > loss_disc: 2.33463716506958 (2.3223997155825296) | > loss_disc_real_0: 0.18863461911678314 (0.18120110034942627) | > loss_disc_real_1: 0.33793485164642334 (0.29404708246390027) | > loss_disc_real_2: 0.21047452092170715 (0.18381250898043314) | > loss_disc_real_3: 0.2842387855052948 (0.26667048409581184) | > loss_disc_real_4: 0.21802154183387756 (0.2502876992026965) | > loss_disc_real_5: 0.19667863845825195 (0.21502736707528433) | > loss_0: 2.33463716506958 (2.3223997155825296) | > loss_gen: 2.809224843978882 (2.81601615746816) | > loss_kl: 2.217355966567993 (2.396706054608027) | > loss_feat: 5.5384063720703125 (6.743072152137756) | > loss_mel: 14.740523338317871 (18.951337099075317) | > loss_duration: 2.2556638717651367 (2.3052486379941306) | > loss_1: 27.561172485351562 (33.21237993240357)  --> STEP: 13 | > loss_disc: 2.4740564823150635 (2.3340656207158017) | > loss_disc_real_0: 0.19211357831954956 (0.18204052173174345) | > loss_disc_real_1: 0.2517756521701813 (0.29079543397976804) | > loss_disc_real_2: 0.17276987433433533 (0.18296307554611793) | > loss_disc_real_3: 0.2592877447605133 (0.26610258107001966) | > loss_disc_real_4: 0.22934144735336304 (0.24867644906044006) | > loss_disc_real_5: 0.18137001991271973 (0.21243834037047166) | > loss_0: 2.4740564823150635 (2.3340656207158017) | > loss_gen: 2.3143444061279297 (2.7774260227496805) | > loss_kl: 2.2161972522735596 (2.3828207621207604) | > loss_feat: 5.372747898101807 (6.637662594134991) | > loss_mel: 14.979623794555664 (18.645820691035343) | > loss_duration: 2.2096571922302246 (2.297895449858445) | > loss_1: 27.092571258544922 (32.74162541902983)  --> STEP: 14 | > loss_disc: 2.31479549407959 (2.332689183098929) | > loss_disc_real_0: 0.17645134031772614 (0.18164129448788507) | > loss_disc_real_1: 0.18025483191013336 (0.28289967668907984) | > loss_disc_real_2: 0.1592341810464859 (0.18126815451042994) | > loss_disc_real_3: 0.30720919370651245 (0.269038767686912) | > loss_disc_real_4: 0.30609413981437683 (0.25277771268572125) | > loss_disc_real_5: 0.21060071885585785 (0.21230708169085638) | > loss_0: 2.31479549407959 (2.332689183098929) | > loss_gen: 2.8100571632385254 (2.779756818498884) | > loss_kl: 2.6637394428253174 (2.402886382171086) | > loss_feat: 7.354183673858643 (6.688842671258109) | > loss_mel: 20.23526382446289 (18.759352343423025) | > loss_duration: 2.371373176574707 (2.303143858909607) | > loss_1: 35.43461608886719 (32.933981895446784)  --> STEP: 15 | > loss_disc: 2.175001621246338 (2.3221766789754232) | > loss_disc_real_0: 0.12342197448015213 (0.17776000648736953) | > loss_disc_real_1: 0.3104299008846283 (0.28473502496878306) | > loss_disc_real_2: 0.17483393847942352 (0.1808392067750295) | > loss_disc_real_3: 0.28454458713531494 (0.2700724889834722) | > loss_disc_real_4: 0.20542694628238678 (0.24962099492549897) | > loss_disc_real_5: 0.2060585469007492 (0.21189051270484924) | > loss_0: 2.175001621246338 (2.3221766789754232) | > loss_gen: 2.885127067565918 (2.7867815017700197) | > loss_kl: 3.1435632705688477 (2.452264841397603) | > loss_feat: 8.7096586227417 (6.823563734690349) | > loss_mel: 19.027450561523438 (18.777225557963053) | > loss_duration: 2.313481330871582 (2.303833023707072) | > loss_1: 36.079280853271484 (33.1436684926351)  --> STEP: 16 | > loss_disc: 2.2638192176818848 (2.318529337644577) | > loss_disc_real_0: 0.1827889084815979 (0.1780743128620088) | > loss_disc_real_1: 0.2538355886936188 (0.2828038102015853) | > loss_disc_real_2: 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loss_disc_real_5: 0.25085386633872986 (0.21213300087872675) | > loss_0: 2.622661828994751 (2.3364194841945873) | > loss_gen: 2.9761481285095215 (2.7830351520987118) | > loss_kl: 1.9339483976364136 (2.4195309386533848) | > loss_feat: 5.5392537117004395 (6.754333383896771) | > loss_mel: 19.19104766845703 (18.72169791950899) | > loss_duration: 2.352776050567627 (2.310841546339147) | > loss_1: 31.993173599243164 (32.98943878622617)  --> STEP: 18 | > loss_disc: 2.3659350872039795 (2.3380592399173312) | > loss_disc_real_0: 0.1748829483985901 (0.18133135098550054) | > loss_disc_real_1: 0.23581355810165405 (0.28429213249021107) | > loss_disc_real_2: 0.2213377207517624 (0.18375218080149758) | > loss_disc_real_3: 0.2911515533924103 (0.27498897910118103) | > loss_disc_real_4: 0.3096296191215515 (0.25450896554523045) | > loss_disc_real_5: 0.21185891330242157 (0.21211777379115423) | > loss_0: 2.3659350872039795 (2.3380592399173312) | > loss_gen: 3.2623090744018555 (2.809661481115553) | > loss_kl: 2.6782100200653076 (2.433901998731825) | > loss_feat: 7.384622097015381 (6.789349423514472) | > loss_mel: 19.460542678833008 (18.762744850582546) | > loss_duration: 2.267695665359497 (2.308444552951389) | > loss_1: 35.05337905883789 (33.1041021347046)  --> STEP: 19 | > loss_disc: 2.4390158653259277 (2.3433727465177836) | > loss_disc_real_0: 0.20930707454681396 (0.18280375748872757) | > loss_disc_real_1: 0.32641109824180603 (0.28650892016134766) | > loss_disc_real_2: 0.17445094883441925 (0.1832626422769145) | > loss_disc_real_3: 0.2790072560310364 (0.2752004673606471) | > loss_disc_real_4: 0.24450109899044037 (0.25398223572655726) | > loss_disc_real_5: 0.1746223419904709 (0.2101443300121709) | > loss_0: 2.4390158653259277 (2.3433727465177836) | > loss_gen: 2.5178380012512207 (2.7943023505963778) | > loss_kl: 1.5993294715881348 (2.389977128882157) | > loss_feat: 9.029448509216309 (6.9072493753935165) | > loss_mel: 18.581602096557617 (18.75321102142334) | > loss_duration: 2.3037924766540527 (2.3081997068304765) | > loss_1: 34.03200912475586 (33.15293934470729)  --> STEP: 20 | > loss_disc: 2.343607187271118 (2.3433844685554504) | > loss_disc_real_0: 0.17635518312454224 (0.18248132877051831) | > loss_disc_real_1: 0.21849025785923004 (0.28310798704624174) | > loss_disc_real_2: 0.17675529420375824 (0.18293727487325667) | > loss_disc_real_3: 0.27387043833732605 (0.2751339659094811) | > loss_disc_real_4: 0.2815008759498596 (0.2553581677377224) | > loss_disc_real_5: 0.15651199221611023 (0.20746271312236786) | > loss_0: 2.343607187271118 (2.3433844685554504) | > loss_gen: 2.585404634475708 (2.7838574647903442) | > loss_kl: 2.278747797012329 (2.3844156622886654) | > loss_feat: 7.635520935058594 (6.94366295337677) | > loss_mel: 19.754318237304688 (18.80326638221741) | > loss_duration: 2.307359457015991 (2.3081576943397524) | > loss_1: 34.56134796142578 (33.223359775543216)  --> STEP: 21 | > loss_disc: 2.3754353523254395 (2.3449107011159263) | > loss_disc_real_0: 0.1686137318611145 (0.18182096701292766) | > loss_disc_real_1: 0.29991552233695984 (0.2839083458696093) | > loss_disc_real_2: 0.15053780376911163 (0.18139444291591644) | > loss_disc_real_3: 0.3255695700645447 (0.2775356613454365) | > loss_disc_real_4: 0.2839098572731018 (0.2567177720013119) | > loss_disc_real_5: 0.20302602648735046 (0.20725144233022416) | > loss_0: 2.3754353523254395 (2.3449107011159263) | > loss_gen: 3.035949230194092 (2.795861834571475) | > loss_kl: 1.7718843221664429 (2.3552475032352262) | > loss_feat: 7.385843753814697 (6.964719181969052) | > loss_mel: 17.15696907043457 (18.72487127213251) | > loss_duration: 2.1837844848632812 (2.3022351605551585) | > loss_1: 31.53443145751953 (33.14293461754208)  --> STEP: 22 | > loss_disc: 1.9138120412826538 (2.325315307487141) | > loss_disc_real_0: 0.15100228786468506 (0.18042011796073482) | > loss_disc_real_1: 0.2790073752403259 (0.28368557447736914) | > loss_disc_real_2: 0.09773921966552734 (0.17759193276817148) | > loss_disc_real_3: 0.18107955157756805 (0.2731512927196243) | > loss_disc_real_4: 0.1691555231809616 (0.2527376697822051) | > loss_disc_real_5: 0.08261913061141968 (0.2015863372520967) | > loss_0: 1.9138120412826538 (2.325315307487141) | > loss_gen: 2.751164436340332 (2.7938301346518775) | > loss_kl: 1.7702454328536987 (2.328656500036066) | > loss_feat: 9.224149703979492 (7.067420569333163) | > loss_mel: 20.59713363647461 (18.809974106875334) | > loss_duration: 2.1502368450164795 (2.2953261462124916) | > loss_1: 36.4929313659668 (33.295207197015934)  --> STEP: 23 | > loss_disc: 2.401554584503174 (2.328630058661751) | > loss_disc_real_0: 0.19555319845676422 (0.1810780779823013) | > loss_disc_real_1: 0.40319138765335083 (0.28888147939806397) | > loss_disc_real_2: 0.2268834263086319 (0.17973504118297412) | > loss_disc_real_3: 0.2320161759853363 (0.2713628093833509) | > loss_disc_real_4: 0.2526511251926422 (0.2527339069739632) | > loss_disc_real_5: 0.20506198704242706 (0.20173745246037192) | > loss_0: 2.401554584503174 (2.328630058661751) | > loss_gen: 2.9444282054901123 (2.800377876862236) | > loss_kl: 2.646069049835205 (2.342457045679507) | > loss_feat: 6.086946964263916 (7.024791282156239) | > loss_mel: 17.341943740844727 (18.74614669965661) | > loss_duration: 2.2825117111206055 (2.294768996860671) | > loss_1: 31.301898956298828 (33.208541621332586)  --> STEP: 24 | > loss_disc: 2.8235597610473633 (2.349252129594485) | > loss_disc_real_0: 0.2554342746734619 (0.18417625284443298) | > loss_disc_real_1: 0.3748651444911957 (0.2924641321102778) | > loss_disc_real_2: 0.23775601387023926 (0.18215258171161017) | > loss_disc_real_3: 0.35745078325271606 (0.27494980829457444) | > loss_disc_real_4: 0.34112548828125 (0.2564168895284335) | > loss_disc_real_5: 0.37229394912719727 (0.20884397315482298) | > loss_0: 2.8235597610473633 (2.349252129594485) | > loss_gen: 2.770447254180908 (2.799130767583847) | > loss_kl: 2.143663167953491 (2.3341739674409228) | > loss_feat: 5.708329200744629 (6.969938695430756) | > loss_mel: 18.49559783935547 (18.735707163810726) | > loss_duration: 2.410642385482788 (2.299597054719926) | > loss_1: 31.5286808013916 (33.13854742050171)  --> STEP: 25 | > loss_disc: 2.3467700481414795 (2.3491528463363647) | > loss_disc_real_0: 0.11014174669981003 (0.18121487259864807) | > loss_disc_real_1: 0.2568254768848419 (0.29103858590126036) | > loss_disc_real_2: 0.2032366842031479 (0.18299594581127165) | > loss_disc_real_3: 0.2740829288959503 (0.2749151331186295) | > loss_disc_real_4: 0.2695595324039459 (0.256942595243454) | > loss_disc_real_5: 0.287661075592041 (0.2119966572523117) | > loss_0: 2.3467700481414795 (2.3491528463363647) | > loss_gen: 2.7471327781677246 (2.7970508480072023) | > loss_kl: 2.5748414993286133 (2.3438006687164306) | > loss_feat: 6.929450988769531 (6.968319187164306) | > loss_mel: 18.914758682250977 (18.742869224548336) | > loss_duration: 2.3340320587158203 (2.3009744548797615) | > loss_1: 33.50021743774414 (33.153014221191405)  --> STEP: 26 | > loss_disc: 2.2236227989196777 (2.344324767589569) | > loss_disc_real_0: 0.16498160362243652 (0.180590516099563) | > loss_disc_real_1: 0.17356708645820618 (0.28652045130729675) | > loss_disc_real_2: 0.17982561886310577 (0.18287401015941912) | > loss_disc_real_3: 0.2865961194038391 (0.27536440182190675) | > loss_disc_real_4: 0.18198838829994202 (0.254059741130242) | > loss_disc_real_5: 0.11418600380420685 (0.20823470904276922) | > loss_0: 2.2236227989196777 (2.344324767589569) | > loss_gen: 2.8948779106140137 (2.8008134273382335) | > loss_kl: 2.080010414123535 (2.333654889693627) | > loss_feat: 12.315286636352539 (7.173971781363854) | > loss_mel: 19.096752166748047 (18.756480106940632) | > loss_duration: 2.2919089794158936 (2.3006257827465357) | > loss_1: 38.678836822509766 (33.36554585970365) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025110519849337065 (+7.092952728271484e-05) | > avg_loss_disc: 2.344324767589569 (-0.039237792675312466) | > avg_loss_disc_real_0: 0.180590516099563 (+0.025190479766864032) | > avg_loss_disc_real_1: 0.28652045130729675 (+0.04334137932612345) | > avg_loss_disc_real_2: 0.18287401015941912 (-0.054789171769068806) | > avg_loss_disc_real_3: 0.27536440182190675 (+0.04669914939082587) | > avg_loss_disc_real_4: 0.254059741130242 (+0.017606643959879875) | > avg_loss_disc_real_5: 0.20823470904276922 (-0.0216735185912022) | > avg_loss_0: 2.344324767589569 (-0.039237792675312466) | > avg_loss_gen: 2.8008134273382335 (+0.24868984405811023) | > avg_loss_kl: 2.333654889693627 (+0.055421210252321274) | > avg_loss_feat: 7.173971781363854 (+0.04254410817072962) | > avg_loss_mel: 18.756480106940632 (+0.5068590457622832) | > avg_loss_duration: 2.3006257827465357 (+0.0006454266034645606) | > avg_loss_1: 33.36554585970365 (+0.8541597219613877)  > EPOCH: 259/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:19:52)   --> TIME: 2024-06-11 02:19:54 -- STEP: 4/330 -- GLOBAL_STEP: 173475 | > loss_disc: 2.230415105819702 (2.3116599321365356) | > loss_disc_real_0: 0.10784812271595001 (0.10100802592933178) | > loss_disc_real_1: 0.15703660249710083 (0.1720440275967121) | > loss_disc_real_2: 0.1940968781709671 (0.20022880658507347) | > loss_disc_real_3: 0.19119469821453094 (0.23076768964529037) | > loss_disc_real_4: 0.19153083860874176 (0.23400204256176949) | > loss_disc_real_5: 0.19091778993606567 (0.20626606792211533) | > loss_0: 2.230415105819702 (2.3116599321365356) | > grad_norm_0: tensor(7.6696, device='cuda:0') (tensor(5.9725, device='cuda:0')) | > loss_gen: 2.4914333820343018 (2.3683164715766907) | > loss_kl: 1.7722772359848022 (1.833831399679184) | > loss_feat: 6.808102607727051 (6.826472640037537) | > loss_mel: 18.666353225708008 (18.967509269714355) | > loss_duration: 2.2807605266571045 (2.2743462920188904) | > loss_1: 32.01892852783203 (32.2704758644104) | > grad_norm_1: tensor(55.8831, device='cuda:0') (tensor(56.3762, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3372 (0.3493988513946533) | > loader_time: 0.0032 (0.003147423267364502)  --> TIME: 2024-06-11 02:20:03 -- STEP: 29/330 -- GLOBAL_STEP: 173500 | > loss_disc: 2.2343034744262695 (2.287621785854471) | > loss_disc_real_0: 0.10037581622600555 (0.10827572078540407) | > loss_disc_real_1: 0.19408084452152252 (0.1954685716793455) | > loss_disc_real_2: 0.18255996704101562 (0.21217056440896) | > loss_disc_real_3: 0.20895573496818542 (0.22361962651384287) | > loss_disc_real_4: 0.21321295201778412 (0.22225993923072157) | > loss_disc_real_5: 0.20755206048488617 (0.2136653183863081) | > loss_0: 2.2343034744262695 (2.287621785854471) | > grad_norm_0: tensor(7.0227, device='cuda:0') (tensor(7.3826, device='cuda:0')) | > loss_gen: 2.6476752758026123 (2.53271484375) | > loss_kl: 1.830128788948059 (1.7994627500402516) | > loss_feat: 8.180569648742676 (7.253075122833252) | > loss_mel: 19.747413635253906 (19.028678696731042) | > loss_duration: 2.0581917762756348 (2.105299871543358) | > loss_1: 34.46398162841797 (32.71923150687384) | > grad_norm_1: tensor(68.0822, device='cuda:0') (tensor(69.3356, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3339 (0.35016924759437296) | > loader_time: 0.0031 (0.003163946085962756) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_173500.pth  --> TIME: 2024-06-11 02:20:17 -- STEP: 54/330 -- GLOBAL_STEP: 173525 | > loss_disc: 2.3174331188201904 (2.293298535876804) | > loss_disc_real_0: 0.07789427042007446 (0.1121263248776948) | > loss_disc_real_1: 0.18174190819263458 (0.19555268657428246) | > loss_disc_real_2: 0.2580515742301941 (0.21103257051220647) | > loss_disc_real_3: 0.25035029649734497 (0.22674219917368005) | > loss_disc_real_4: 0.2267787903547287 (0.2227797759351907) | > loss_disc_real_5: 0.21638503670692444 (0.2150842828883065) | > loss_0: 2.3174331188201904 (2.293298535876804) | > grad_norm_0: tensor(8.1762, device='cuda:0') (tensor(7.7126, device='cuda:0')) | > loss_gen: 2.5375823974609375 (2.5428950212619923) | > loss_kl: 1.8275402784347534 (1.7929928368992276) | > loss_feat: 7.394008636474609 (7.361303135200783) | > loss_mel: 19.199295043945312 (19.023060904608833) | > loss_duration: 2.0230965614318848 (2.0717938409911256) | > loss_1: 32.98152542114258 (32.79204580518937) | > grad_norm_1: tensor(63.4209, device='cuda:0') (tensor(81.7958, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3423 (0.35224265522427034) | > loader_time: 0.0034 (0.003238677978515625)  --> TIME: 2024-06-11 02:20:26 -- STEP: 79/330 -- GLOBAL_STEP: 173550 | > loss_disc: 2.291395664215088 (2.2947367203386517) | > loss_disc_real_0: 0.11611021310091019 (0.11200589809236647) | > loss_disc_real_1: 0.2278529405593872 (0.19635731095000153) | > loss_disc_real_2: 0.18741510808467865 (0.21116678982595855) | > loss_disc_real_3: 0.2063351720571518 (0.22589812531501433) | > loss_disc_real_4: 0.2086118757724762 (0.2217769077684306) | > loss_disc_real_5: 0.21211613714694977 (0.2143143379612814) | > loss_0: 2.291395664215088 (2.2947367203386517) | > grad_norm_0: tensor(21.6777, device='cuda:0') (tensor(11.1183, device='cuda:0')) | > loss_gen: 2.562450408935547 (2.5459233235709275) | > loss_kl: 1.7084052562713623 (1.7900067824351638) | > loss_feat: 7.122626781463623 (7.367118781125998) | > loss_mel: 18.469402313232422 (18.917883088317094) | > loss_duration: 1.9947216510772705 (2.056842292411417) | > loss_1: 31.857606887817383 (32.67777433274669) | > grad_norm_1: tensor(242.8656, device='cuda:0') (tensor(125.5129, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.353 (0.3525377134733562) | > loader_time: 0.0036 (0.003338886212699021)  --> TIME: 2024-06-11 02:20:35 -- STEP: 104/330 -- GLOBAL_STEP: 173575 | > loss_disc: 2.227529287338257 (2.295470214807069) | > loss_disc_real_0: 0.1264718919992447 (0.11187778155391033) | > loss_disc_real_1: 0.16446258127689362 (0.19728158557644254) | > loss_disc_real_2: 0.20074987411499023 (0.21306506558679617) | > loss_disc_real_3: 0.2091936469078064 (0.22436847838644797) | > loss_disc_real_4: 0.19676685333251953 (0.22033742657647684) | > loss_disc_real_5: 0.2206561416387558 (0.21355105506686065) | > loss_0: 2.227529287338257 (2.295470214807069) | > grad_norm_0: tensor(6.4982, device='cuda:0') (tensor(13.3977, device='cuda:0')) | > loss_gen: 2.7493438720703125 (2.5505898273908176) | > loss_kl: 1.7299264669418335 (1.7861977850015347) | > loss_feat: 7.602191925048828 (7.396029697014735) | > loss_mel: 19.31279945373535 (18.890517143102777) | > loss_duration: 2.0869617462158203 (2.054120762990071) | > loss_1: 33.481224060058594 (32.67745526020344) | > grad_norm_1: tensor(270.2120, device='cuda:0') (tensor(171.6826, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3625 (0.3538031486364511) | > loader_time: 0.0038 (0.003443264044248141)  --> TIME: 2024-06-11 02:20:44 -- STEP: 129/330 -- GLOBAL_STEP: 173600 | > loss_disc: 2.3676962852478027 (2.293096472126568) | > loss_disc_real_0: 0.1082950159907341 (0.1112130282576694) | > loss_disc_real_1: 0.22273170948028564 (0.19699434843636296) | > loss_disc_real_2: 0.18092286586761475 (0.21299307429513267) | > loss_disc_real_3: 0.2627185881137848 (0.22509372580883114) | > loss_disc_real_4: 0.20123276114463806 (0.21914672100728796) | > loss_disc_real_5: 0.26547378301620483 (0.21339810425921005) | > loss_0: 2.3676962852478027 (2.293096472126568) | > grad_norm_0: tensor(21.8999, device='cuda:0') (tensor(16.1140, device='cuda:0')) | > loss_gen: 2.6084835529327393 (2.5639277576476105) | > loss_kl: 1.8257980346679688 (1.7915434098058893) | > loss_feat: 7.21816349029541 (7.4134186367655905) | > loss_mel: 19.531620025634766 (18.900081531021932) | > loss_duration: 2.022038459777832 (2.05310030408608) | > loss_1: 33.20610427856445 (32.72207168460816) | > grad_norm_1: tensor(177.1339, device='cuda:0') (tensor(193.7498, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3623 (0.3549940382787424) | > loader_time: 0.004 (0.003544179044028585)  --> TIME: 2024-06-11 02:20:54 -- STEP: 154/330 -- GLOBAL_STEP: 173625 | > loss_disc: 2.375744342803955 (2.296825604005292) | > loss_disc_real_0: 0.1429583579301834 (0.11112496140715364) | > loss_disc_real_1: 0.16476386785507202 (0.1967413162256216) | > loss_disc_real_2: 0.20409375429153442 (0.2137740970431984) | > loss_disc_real_3: 0.22035786509513855 (0.22549237475379721) | > loss_disc_real_4: 0.21886910498142242 (0.21948049352927643) | > loss_disc_real_5: 0.1907845139503479 (0.21361256323077463) | > loss_0: 2.375744342803955 (2.296825604005292) | > grad_norm_0: tensor(46.2116, device='cuda:0') (tensor(19.2454, device='cuda:0')) | > loss_gen: 2.426449775695801 (2.5720938366728943) | > loss_kl: 1.7611980438232422 (1.7897379491236303) | > loss_feat: 7.213105201721191 (7.420207667660404) | > loss_mel: 18.206945419311523 (18.872465827248305) | > loss_duration: 2.0603644847869873 (2.0545502428884648) | > loss_1: 31.668060302734375 (32.709055603324586) | > grad_norm_1: tensor(117.9703, device='cuda:0') (tensor(211.9560, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3707 (0.35702797654387236) | > loader_time: 0.0044 (0.0036564802194570564)  --> TIME: 2024-06-11 02:21:04 -- STEP: 179/330 -- GLOBAL_STEP: 173650 | > loss_disc: 2.2514874935150146 (2.2969386950551454) | > loss_disc_real_0: 0.1832890510559082 (0.1118493181700147) | > loss_disc_real_1: 0.139113649725914 (0.19716209572786716) | > loss_disc_real_2: 0.23519745469093323 (0.21325233969941484) | > loss_disc_real_3: 0.20852339267730713 (0.22526661968430994) | > loss_disc_real_4: 0.2263503223657608 (0.21950188345749286) | > loss_disc_real_5: 0.22695274651050568 (0.2132041425178837) | > loss_0: 2.2514874935150146 (2.2969386950551454) | > grad_norm_0: tensor(52.2433, device='cuda:0') (tensor(21.7593, device='cuda:0')) | > loss_gen: 2.8208024501800537 (2.577662651765279) | > loss_kl: 1.8851447105407715 (1.7866910562834926) | > loss_feat: 7.95636510848999 (7.436376499730115) | > loss_mel: 18.976896286010742 (18.85471865051951) | > loss_duration: 2.089653491973877 (2.059560612593285) | > loss_1: 33.72886276245117 (32.71500951884178) | > grad_norm_1: tensor(400.2866, device='cuda:0') (tensor(230.7433, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.3961 (0.3624166057096514) | > loader_time: 0.005 (0.0038319153492677146)  --> TIME: 2024-06-11 02:21:14 -- STEP: 204/330 -- GLOBAL_STEP: 173675 | > loss_disc: 2.452652931213379 (2.3060574917232275) | > loss_disc_real_0: 0.18847207725048065 (0.11350987303782911) | > loss_disc_real_1: 0.15057773888111115 (0.19757152940420536) | > loss_disc_real_2: 0.19777347147464752 (0.21362438622642965) | > loss_disc_real_3: 0.23538823425769806 (0.2261811658447864) | > loss_disc_real_4: 0.23802600800991058 (0.22031682313365095) | > loss_disc_real_5: 0.20978058874607086 (0.21392804559539347) | > loss_0: 2.452652931213379 (2.3060574917232275) | > grad_norm_0: tensor(31.9417, device='cuda:0') (tensor(23.2060, device='cuda:0')) | > loss_gen: 2.4776558876037598 (2.570854823963314) | > loss_kl: 1.9686185121536255 (1.7892948611109865) | > loss_feat: 7.75774621963501 (7.436838718021617) | > loss_mel: 19.315658569335938 (18.83831146651622) | > loss_duration: 2.051881790161133 (2.0653979597138434) | > loss_1: 33.57155990600586 (32.700697833416505) | > grad_norm_1: tensor(351.1704, device='cuda:0') (tensor(250.1763, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.4143 (0.3693068740414639) | > loader_time: 0.0049 (0.003989595992892397)  --> TIME: 2024-06-11 02:21:25 -- STEP: 229/330 -- GLOBAL_STEP: 173700 | > loss_disc: 2.2773830890655518 (2.3064787242089797) | > loss_disc_real_0: 0.10906869173049927 (0.11351086804439928) | > loss_disc_real_1: 0.2086682915687561 (0.19853430374741027) | > loss_disc_real_2: 0.22569388151168823 (0.21370628261409993) | > loss_disc_real_3: 0.20153173804283142 (0.2259606130128344) | > loss_disc_real_4: 0.19149257242679596 (0.22027593779511848) | > loss_disc_real_5: 0.17164979875087738 (0.21402189317749057) | > loss_0: 2.2773830890655518 (2.3064787242089797) | > grad_norm_0: tensor(33.7372, device='cuda:0') (tensor(24.3357, device='cuda:0')) | > loss_gen: 2.535691499710083 (2.5669888429766656) | > loss_kl: 1.8840901851654053 (1.7899195210902452) | > loss_feat: 7.332920551300049 (7.40663448275437) | > loss_mel: 18.968936920166016 (18.80227886016711) | > loss_duration: 2.1586475372314453 (2.0728357291117514) | > loss_1: 32.880287170410156 (32.638657457443294) | > grad_norm_1: tensor(363.5301, device='cuda:0') (tensor(264.5885, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.4149 (0.37398686575577256) | > loader_time: 0.0062 (0.004161551529663622)  --> TIME: 2024-06-11 02:21:36 -- STEP: 254/330 -- GLOBAL_STEP: 173725 | > loss_disc: 2.2673521041870117 (2.308027225216541) | > loss_disc_real_0: 0.11841818690299988 (0.11400382241278183) | > loss_disc_real_1: 0.19590306282043457 (0.1985504359710873) | > loss_disc_real_2: 0.23252402245998383 (0.21337632189585468) | > loss_disc_real_3: 0.21127207577228546 (0.22621156662467898) | > loss_disc_real_4: 0.21440857648849487 (0.22091040689879515) | > loss_disc_real_5: 0.17953930795192719 (0.21435252019739526) | > loss_0: 2.2673521041870117 (2.308027225216541) | > grad_norm_0: tensor(57.7571, device='cuda:0') (tensor(26.5536, device='cuda:0')) | > loss_gen: 2.502025604248047 (2.5678606934434782) | > loss_kl: 1.800889015197754 (1.78768328841277) | > loss_feat: 7.669242858886719 (7.405193743743296) | > loss_mel: 18.743101119995117 (18.761420415142375) | > loss_duration: 2.098870277404785 (2.0789857253314943) | > loss_1: 32.81412887573242 (32.60114385950285) | > grad_norm_1: tensor(432.3664, device='cuda:0') (tensor(281.1818, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.4489 (0.379257204964405) | > loader_time: 0.0061 (0.004351947251267322)  --> TIME: 2024-06-11 02:21:47 -- STEP: 279/330 -- GLOBAL_STEP: 173750 | > loss_disc: 2.4131603240966797 (2.306136572232808) | > loss_disc_real_0: 0.17779001593589783 (0.1141250498299103) | > loss_disc_real_1: 0.2351754903793335 (0.19896679299492986) | > loss_disc_real_2: 0.23541150987148285 (0.21320922005133816) | > loss_disc_real_3: 0.2614859640598297 (0.22569752663480763) | > loss_disc_real_4: 0.29661136865615845 (0.22037555181211044) | > loss_disc_real_5: 0.23011264204978943 (0.21406302972292815) | > loss_0: 2.4131603240966797 (2.306136572232808) | > grad_norm_0: tensor(59.9862, device='cuda:0') (tensor(28.4272, device='cuda:0')) | > loss_gen: 2.604997396469116 (2.571431183900458) | > loss_kl: 1.8215652704238892 (1.789533530512164) | > loss_feat: 7.999743938446045 (7.42516094467546) | > loss_mel: 17.769445419311523 (18.71439399172327) | > loss_duration: 2.168529510498047 (2.087410317954197) | > loss_1: 32.364280700683594 (32.58792995466554) | > grad_norm_1: tensor(602.3149, device='cuda:0') (tensor(295.0295, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.4331 (0.384490537814342) | > loader_time: 0.0063 (0.004517813309973714)  --> TIME: 2024-06-11 02:21:59 -- STEP: 304/330 -- GLOBAL_STEP: 173775 | > loss_disc: 2.2431368827819824 (2.3136768662615816) | > loss_disc_real_0: 0.1055588349699974 (0.1149785171115869) | > loss_disc_real_1: 0.1773550808429718 (0.19926375846721622) | > loss_disc_real_2: 0.1839883178472519 (0.2138810894991222) | > loss_disc_real_3: 0.23575395345687866 (0.2263011892669295) | > loss_disc_real_4: 0.24172258377075195 (0.22089125358156467) | > loss_disc_real_5: 0.2545625567436218 (0.21478839723491355) | > loss_0: 2.2431368827819824 (2.3136768662615816) | > grad_norm_0: tensor(20.9359, device='cuda:0') (tensor(29.4218, device='cuda:0')) | > loss_gen: 2.582294464111328 (2.5653352117852157) | > loss_kl: 1.9553700685501099 (1.7974744207764928) | > loss_feat: 8.414342880249023 (7.438202555242338) | > loss_mel: 18.72034454345703 (18.68000451514594) | > loss_duration: 2.2312870025634766 (2.097122101799438) | > loss_1: 33.90364074707031 (32.57813882200342) | > grad_norm_1: tensor(327.4789, device='cuda:0') (tensor(300.3160, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.4648 (0.39078968998632924) | > loader_time: 0.0075 (0.00469850395855151)  --> TIME: 2024-06-11 02:22:26 -- STEP: 329/330 -- GLOBAL_STEP: 173800 | > loss_disc: 2.4744675159454346 (2.3177684520153297) | > loss_disc_real_0: 0.11998607963323593 (0.11585323023397509) | > loss_disc_real_1: 0.23818691074848175 (0.20037894200046732) | > loss_disc_real_2: 0.203561931848526 (0.2136915802593289) | > loss_disc_real_3: 0.26243120431900024 (0.2262488489455365) | > loss_disc_real_4: 0.21402010321617126 (0.22149139755946162) | > loss_disc_real_5: 0.23670485615730286 (0.21528777656765333) | > loss_0: 2.4744675159454346 (2.3177684520153297) | > grad_norm_0: tensor(6.8076, device='cuda:0') (tensor(28.7011, device='cuda:0')) | > loss_gen: 2.781524419784546 (2.5621527973279403) | > loss_kl: 2.195857286453247 (1.8101232896097526) | > loss_feat: 11.750476837158203 (7.535699124031878) | > loss_mel: 19.235652923583984 (18.66271813807153) | > loss_duration: 2.26216983795166 (2.1102994209364914) | > loss_1: 38.22568130493164 (32.68099274678796) | > grad_norm_1: tensor(105.7762, device='cuda:0') (tensor(297.1747, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 13.0839 (0.4423319720932053) | > loader_time: 0.0335 (0.005133681021925167)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5619397163391113 (2.5619397163391113) | > loss_disc_real_0: 0.17522144317626953 (0.17522144317626953) | > loss_disc_real_1: 0.2753458023071289 (0.2753458023071289) | > loss_disc_real_2: 0.2642943263053894 (0.2642943263053894) | > loss_disc_real_3: 0.2789660096168518 (0.2789660096168518) | > loss_disc_real_4: 0.24449516832828522 (0.24449516832828522) | > loss_disc_real_5: 0.2451244741678238 (0.2451244741678238) | > loss_0: 2.5619397163391113 (2.5619397163391113) | > loss_gen: 2.374194622039795 (2.374194622039795) | > loss_kl: 2.1718521118164062 (2.1718521118164062) | > loss_feat: 4.482670307159424 (4.482670307159424) | > loss_mel: 15.196122169494629 (15.196122169494629) | > loss_duration: 2.890249490737915 (2.890249490737915) | > loss_1: 27.115089416503906 (27.115089416503906)  --> STEP: 1 | > loss_disc: 2.2995553016662598 (2.2995553016662598) | > loss_disc_real_0: 0.07356332987546921 (0.07356332987546921) | > loss_disc_real_1: 0.16412271559238434 (0.16412271559238434) | > loss_disc_real_2: 0.2183021903038025 (0.2183021903038025) | > loss_disc_real_3: 0.26087892055511475 (0.26087892055511475) | > loss_disc_real_4: 0.2505040466785431 (0.2505040466785431) | > loss_disc_real_5: 0.21325616538524628 (0.21325616538524628) | > loss_0: 2.2995553016662598 (2.2995553016662598) | > loss_gen: 2.389075517654419 (2.389075517654419) | > loss_kl: 2.0248470306396484 (2.0248470306396484) | > loss_feat: 7.231293678283691 (7.231293678283691) | > loss_mel: 19.67966079711914 (19.67966079711914) | > loss_duration: 2.39949893951416 (2.39949893951416) | > loss_1: 33.7243766784668 (33.7243766784668)  --> STEP: 2 | > loss_disc: 2.5473854541778564 (2.423470377922058) | > loss_disc_real_0: 0.1031818613409996 (0.0883725956082344) | > loss_disc_real_1: 0.21226723492145538 (0.18819497525691986) | > loss_disc_real_2: 0.31150364875793457 (0.26490291953086853) | > loss_disc_real_3: 0.29278257489204407 (0.2768307477235794) | > loss_disc_real_4: 0.34825000166893005 (0.2993770241737366) | > loss_disc_real_5: 0.3116483986377716 (0.26245228201150894) | > loss_0: 2.5473854541778564 (2.423470377922058) | > loss_gen: 2.482595920562744 (2.4358357191085815) | > loss_kl: 2.271725654602051 (2.1482863426208496) | > loss_feat: 5.399326324462891 (6.315310001373291) | > loss_mel: 20.8266544342041 (20.25315761566162) | > loss_duration: 2.3647713661193848 (2.3821351528167725) | > loss_1: 33.34507369995117 (33.534725189208984)  --> STEP: 3 | > loss_disc: 2.403055191040039 (2.4166653156280518) | > loss_disc_real_0: 0.12996259331703186 (0.10223592817783356) | > loss_disc_real_1: 0.2427249252796173 (0.2063716252644857) | > loss_disc_real_2: 0.2725541889667511 (0.2674533426761627) | > loss_disc_real_3: 0.29091522097587585 (0.28152557214101154) | > loss_disc_real_4: 0.2274673879146576 (0.27540714542071026) | > loss_disc_real_5: 0.21782878041267395 (0.24757778147856394) | > loss_0: 2.403055191040039 (2.4166653156280518) | > loss_gen: 2.5330119132995605 (2.4682277838389077) | > loss_kl: 2.4161758422851562 (2.2375828425089517) | > loss_feat: 7.865836143493652 (6.832152048746745) | > loss_mel: 18.43338394165039 (19.64656639099121) | > loss_duration: 2.2360572814941406 (2.333442529042562) | > loss_1: 33.484466552734375 (33.51797231038412)  --> STEP: 4 | > loss_disc: 2.3315484523773193 (2.3953860998153687) | > loss_disc_real_0: 0.1692669689655304 (0.11899368837475777) | > loss_disc_real_1: 0.2332915961742401 (0.21310161799192429) | > loss_disc_real_2: 0.24822446703910828 (0.2626461237668991) | > loss_disc_real_3: 0.21665999293327332 (0.265309177339077) | > loss_disc_real_4: 0.2899417579174042 (0.27904079854488373) | > loss_disc_real_5: 0.23148858547210693 (0.2435554824769497) | > loss_0: 2.3315484523773193 (2.3953860998153687) | > loss_gen: 2.7990336418151855 (2.5509292483329773) | > loss_kl: 2.937548875808716 (2.412574350833893) | > loss_feat: 8.420586585998535 (7.229260683059692) | > loss_mel: 18.930734634399414 (19.46760845184326) | > loss_duration: 2.302163600921631 (2.325622797012329) | > loss_1: 35.39006423950195 (33.985995292663574)  --> STEP: 5 | > loss_disc: 2.172201633453369 (2.350749206542969) | > loss_disc_real_0: 0.07731112837791443 (0.1106571763753891) | > loss_disc_real_1: 0.28856968879699707 (0.22819523215293885) | > loss_disc_real_2: 0.23273113369941711 (0.2566631257534027) | > loss_disc_real_3: 0.23946374654769897 (0.2601400911808014) | > loss_disc_real_4: 0.2579525411128998 (0.2748231470584869) | > loss_disc_real_5: 0.16508008539676666 (0.2278604030609131) | > loss_0: 2.172201633453369 (2.350749206542969) | > loss_gen: 3.0519626140594482 (2.6511359214782715) | > loss_kl: 1.090253472328186 (2.1481101751327514) | > loss_feat: 7.51167106628418 (7.28574275970459) | > loss_mel: 19.344112396240234 (19.442909240722656) | > loss_duration: 2.3896145820617676 (2.3384211540222166) | > loss_1: 33.38761520385742 (33.866319274902345)  --> STEP: 6 | > loss_disc: 2.69978666305542 (2.4089221159617105) | > loss_disc_real_0: 0.19352737069129944 (0.12446887542804082) | > loss_disc_real_1: 0.33248311281204224 (0.24557654559612274) | > loss_disc_real_2: 0.33610931038856506 (0.26990415652592975) | > loss_disc_real_3: 0.27980977296829224 (0.26341837147871655) | > loss_disc_real_4: 0.3053760230541229 (0.2799152930577596) | > loss_disc_real_5: 0.25239866971969604 (0.23195011417071024) | > loss_0: 2.69978666305542 (2.4089221159617105) | > loss_gen: 2.4730215072631836 (2.621450185775757) | > loss_kl: 2.4934370517730713 (2.205664654572805) | > loss_feat: 5.967663288116455 (7.066062847773234) | > loss_mel: 20.258596420288086 (19.578857103983562) | > loss_duration: 2.1618242263793945 (2.308988332748413) | > loss_1: 33.35454177856445 (33.781023025512695)  --> STEP: 7 | > loss_disc: 2.4013254642486572 (2.407836880002703) | > loss_disc_real_0: 0.10679998993873596 (0.1219447489295687) | > loss_disc_real_1: 0.2306353747844696 (0.24344209262302943) | > loss_disc_real_2: 0.229739248752594 (0.26416631255831036) | > loss_disc_real_3: 0.2352127730846405 (0.2593890002795628) | > loss_disc_real_4: 0.24829423427581787 (0.27539799894605366) | > loss_disc_real_5: 0.30602097511291504 (0.24253166573388235) | > loss_0: 2.4013254642486572 (2.407836880002703) | > loss_gen: 2.502781629562378 (2.6044975348881314) | > loss_kl: 2.8553378582000732 (2.298475112233843) | > loss_feat: 6.984889507293701 (7.0544666562761575) | > loss_mel: 20.297874450683594 (19.68157386779785) | > loss_duration: 2.5126230716705322 (2.3380790097372874) | > loss_1: 35.153507232666016 (33.97709219796317)  --> STEP: 8 | > loss_disc: 2.301020383834839 (2.39448481798172) | > loss_disc_real_0: 0.19908209145069122 (0.13158691674470901) | > loss_disc_real_1: 0.2136715203523636 (0.2397207710891962) | > loss_disc_real_2: 0.22571201622486115 (0.2593595255166292) | > loss_disc_real_3: 0.21479924023151398 (0.2538152802735567) | > loss_disc_real_4: 0.25544649362564087 (0.27290406078100204) | > loss_disc_real_5: 0.2180687040090561 (0.23947379551827908) | > loss_0: 2.301020383834839 (2.39448481798172) | > loss_gen: 2.660531759262085 (2.6115018129348755) | > loss_kl: 2.510596752166748 (2.3249903172254562) | > loss_feat: 9.003846168518066 (7.2981390953063965) | > loss_mel: 20.62799072265625 (19.79987597465515) | > loss_duration: 2.206918716430664 (2.3216839730739594) | > loss_1: 37.00988006591797 (34.35619068145752)  --> STEP: 9 | > loss_disc: 2.589900255203247 (2.4161976443396673) | > loss_disc_real_0: 0.1141497865319252 (0.1296494578321775) | > loss_disc_real_1: 0.22664572298526764 (0.23826798796653748) | > loss_disc_real_2: 0.25025564432144165 (0.2583479831616084) | > loss_disc_real_3: 0.3107493221759796 (0.2601412849293815) | > loss_disc_real_4: 0.2990949749946594 (0.2758141623602973) | > loss_disc_real_5: 0.38177648186683655 (0.25528520511256325) | > loss_0: 2.589900255203247 (2.4161976443396673) | > loss_gen: 2.73272705078125 (2.624971283806695) | > loss_kl: 1.787407398223877 (2.265258881780836) | > loss_feat: 9.444328308105469 (7.536604563395183) | > loss_mel: 20.269527435302734 (19.85205947028266) | > loss_duration: 2.0890045166015625 (2.2958307001325817) | > loss_1: 36.322994232177734 (34.57472440931532)  --> STEP: 10 | > loss_disc: 2.3920369148254395 (2.4137815713882445) | > loss_disc_real_0: 0.23323802649974823 (0.14000831469893454) | > loss_disc_real_1: 0.2324376106262207 (0.2376849502325058) | > loss_disc_real_2: 0.20001527667045593 (0.25251471251249313) | > loss_disc_real_3: 0.24607357382774353 (0.2587345138192177) | > loss_disc_real_4: 0.17413796484470367 (0.26564654260873793) | > loss_disc_real_5: 0.12374518066644669 (0.24213120266795157) | > loss_0: 2.3920369148254395 (2.4137815713882445) | > loss_gen: 2.4545059204101562 (2.607924747467041) | > loss_kl: 2.081216335296631 (2.2468546271324157) | > loss_feat: 8.584502220153809 (7.641394329071045) | > loss_mel: 19.338319778442383 (19.800685501098634) | > loss_duration: 2.29882550239563 (2.2961301803588867) | > loss_1: 34.75736618041992 (34.59298858642578)  --> STEP: 11 | > loss_disc: 2.593667984008789 (2.430134881626476) | > loss_disc_real_0: 0.12937580049037933 (0.1390417224981568) | > loss_disc_real_1: 0.27152347564697266 (0.24076117981563916) | > loss_disc_real_2: 0.32397812604904175 (0.2590113864703612) | > loss_disc_real_3: 0.2565462291240692 (0.25853557884693146) | > loss_disc_real_4: 0.3492334187030792 (0.27324534952640533) | > loss_disc_real_5: 0.33155837655067444 (0.2502609457481991) | > loss_0: 2.593667984008789 (2.430134881626476) | > loss_gen: 2.7009637355804443 (2.6163828372955322) | > loss_kl: 2.9327845573425293 (2.3092118935151533) | > loss_feat: 5.741433620452881 (7.468670628287575) | > loss_mel: 18.045644760131836 (19.641136342828926) | > loss_duration: 2.361372470855713 (2.30206129767678) | > loss_1: 31.78219985961914 (34.337462338534266)  --> STEP: 12 | > loss_disc: 2.44118070602417 (2.4310553669929504) | > loss_disc_real_0: 0.11747079342603683 (0.13724414507548013) | > loss_disc_real_1: 0.3193995952606201 (0.2473143811027209) | > loss_disc_real_2: 0.3204800486564636 (0.2641337749858697) | > loss_disc_real_3: 0.26297733187675476 (0.25890572493275005) | > loss_disc_real_4: 0.2651364505290985 (0.27256960794329643) | > loss_disc_real_5: 0.2582681477069855 (0.250928212578098) | > loss_0: 2.44118070602417 (2.4310553669929504) | > loss_gen: 2.815655469894409 (2.6329888900121055) | > loss_kl: 2.8309597969055176 (2.3526908854643502) | > loss_feat: 7.264341831207275 (7.451643228530884) | > loss_mel: 17.98854637145996 (19.50342051188151) | > loss_duration: 2.2477619647979736 (2.2975363532702127) | > loss_1: 33.14726257324219 (34.238279024759926)  --> STEP: 13 | > loss_disc: 2.5286521911621094 (2.438562815005963) | > loss_disc_real_0: 0.18659690022468567 (0.14104051085618827) | > loss_disc_real_1: 0.30938175320625305 (0.25208879434145415) | > loss_disc_real_2: 0.27954381704330444 (0.26531916283644164) | > loss_disc_real_3: 0.26849445700645447 (0.2596433197076504) | > loss_disc_real_4: 0.28463712334632874 (0.2734978783589143) | > loss_disc_real_5: 0.2809371054172516 (0.25323658895034057) | > loss_0: 2.5286521911621094 (2.438562815005963) | > loss_gen: 2.6785426139831543 (2.6364930226252627) | > loss_kl: 2.6725614070892334 (2.377296310204726) | > loss_feat: 4.734783172607422 (7.242653993459848) | > loss_mel: 14.914478302001953 (19.15042495727539) | > loss_duration: 2.1546759605407715 (2.286547092291025) | > loss_1: 27.15504264831543 (33.69341468811035)  --> STEP: 14 | > loss_disc: 2.251241445541382 (2.425182717187064) | > loss_disc_real_0: 0.13683995604515076 (0.14074047122682845) | > loss_disc_real_1: 0.1709066480398178 (0.24629006960562297) | > loss_disc_real_2: 0.15997633337974548 (0.2577946750181062) | > loss_disc_real_3: 0.20510651171207428 (0.2557478334222521) | > loss_disc_real_4: 0.227545827627182 (0.2702155890209334) | > loss_disc_real_5: 0.25155726075172424 (0.25311663693615366) | > loss_0: 2.251241445541382 (2.425182717187064) | > loss_gen: 2.5336554050445557 (2.629147478512355) | > loss_kl: 2.784541368484497 (2.4063852429389954) | > loss_feat: 6.406843185424805 (7.182953221457345) | > loss_mel: 20.206392288208008 (19.225851195199148) | > loss_duration: 2.326735258102417 (2.2894176755632674) | > loss_1: 34.2581672668457 (33.73375415802002)  --> STEP: 15 | > loss_disc: 2.4543774127960205 (2.427129030227661) | > loss_disc_real_0: 0.08776865899562836 (0.13720901707808178) | > loss_disc_real_1: 0.29548460245132446 (0.24956970512866974) | > loss_disc_real_2: 0.2651238739490509 (0.2582832882801692) | > loss_disc_real_3: 0.2805515229701996 (0.2574014127254486) | > loss_disc_real_4: 0.3048989474773407 (0.27252781291802725) | > loss_disc_real_5: 0.3136567175388336 (0.25715264230966567) | > loss_0: 2.4543774127960205 (2.427129030227661) | > loss_gen: 2.678475856781006 (2.6324360370635986) | > loss_kl: 3.06223726272583 (2.4501087109247845) | > loss_feat: 6.109083652496338 (7.111361916859945) | > loss_mel: 19.354108810424805 (19.23440170288086) | > loss_duration: 2.330143451690674 (2.2921327273050944) | > loss_1: 33.53404998779297 (33.72044054667155)  --> STEP: 16 | > loss_disc: 2.513554573059082 (2.432530626654625) | > loss_disc_real_0: 0.13623863458633423 (0.13714836817234755) | > loss_disc_real_1: 0.2883944511413574 (0.2519962517544627) | > loss_disc_real_2: 0.2983473241329193 (0.2607872905209661) | > loss_disc_real_3: 0.29831594228744507 (0.2599585708230734) | > loss_disc_real_4: 0.30560246109962463 (0.2745949784293771) | > loss_disc_real_5: 0.25800198316574097 (0.2572057261131704) | > loss_0: 2.513554573059082 (2.432530626654625) | > loss_gen: 2.749262809753418 (2.6397377103567123) | > loss_kl: 2.3987841606140137 (2.446900926530361) | > loss_feat: 6.531708240509033 (7.075133562088013) | > loss_mel: 18.756723403930664 (19.204546809196472) | > loss_duration: 2.4075686931610107 (2.299347475171089) | > loss_1: 32.84404754638672 (33.66566598415375)  --> STEP: 17 | > loss_disc: 2.329300880432129 (2.426458288641537) | > loss_disc_real_0: 0.1364632546901703 (0.1371080673792783) | > loss_disc_real_1: 0.18233144283294678 (0.24789832181790294) | > loss_disc_real_2: 0.2684670686721802 (0.2612390421769199) | > loss_disc_real_3: 0.31429165601730347 (0.2631546346580281) | > loss_disc_real_4: 0.32697123289108276 (0.27767593457418327) | > loss_disc_real_5: 0.288769006729126 (0.25906238967881484) | > loss_0: 2.329300880432129 (2.426458288641537) | > loss_gen: 2.88912034034729 (2.6544072768267464) | > loss_kl: 2.1151411533355713 (2.427385645754197) | > loss_feat: 6.651234149932861 (7.050198302549474) | > loss_mel: 19.37267303466797 (19.214436587165384) | > loss_duration: 2.4031546115875244 (2.3054537773132324) | > loss_1: 33.43132400512695 (33.65188116185806)  --> STEP: 18 | > loss_disc: 2.135873317718506 (2.410314679145813) | > loss_disc_real_0: 0.09335273504257202 (0.1346772155827946) | > loss_disc_real_1: 0.125814750790596 (0.2411159012052748) | > loss_disc_real_2: 0.20331639051437378 (0.2580211170845562) | > loss_disc_real_3: 0.175535187125206 (0.2582868875728713) | > loss_disc_real_4: 0.20251362025737762 (0.2735002504454719) | > loss_disc_real_5: 0.24926403164863586 (0.258518036454916) | > loss_0: 2.135873317718506 (2.410314679145813) | > loss_gen: 2.472337484359741 (2.644292288356357) | > loss_kl: 2.974608898162842 (2.4577869375546775) | > loss_feat: 8.696825981140137 (7.141677618026733) | > loss_mel: 19.762392044067383 (19.24487855699327) | > loss_duration: 2.237048864364624 (2.301653504371643) | > loss_1: 36.143211364746094 (33.79028839535184)  --> STEP: 19 | > loss_disc: 2.703087329864502 (2.425723766025744) | > loss_disc_real_0: 0.32127654552459717 (0.14449823294815264) | > loss_disc_real_1: 0.33207884430885315 (0.24590342452651576) | > loss_disc_real_2: 0.28919994831085205 (0.2596621082017297) | > loss_disc_real_3: 0.3212299942970276 (0.2615996826636164) | > loss_disc_real_4: 0.2927079200744629 (0.2745111804259451) | > loss_disc_real_5: 0.27013832330703735 (0.2591296304997645) | > loss_0: 2.703087329864502 (2.425723766025744) | > loss_gen: 2.7817461490631104 (2.6515267020777653) | > loss_kl: 1.7995367050170898 (2.4231421884737516) | > loss_feat: 5.842462062835693 (7.073297851964047) | > loss_mel: 17.4811954498291 (19.15205313030042) | > loss_duration: 2.2996459007263184 (2.3015478410218893) | > loss_1: 30.204586029052734 (33.6015672181782)  --> STEP: 20 | > loss_disc: 2.501394033432007 (2.429507279396057) | > loss_disc_real_0: 0.1945040225982666 (0.14699852243065833) | > loss_disc_real_1: 0.260367751121521 (0.246626640856266) | > loss_disc_real_2: 0.2582828104496002 (0.2595931433141232) | > loss_disc_real_3: 0.2840085029602051 (0.2627201236784458) | > loss_disc_real_4: 0.2436089962720871 (0.27296607121825217) | > loss_disc_real_5: 0.2546660006046295 (0.25890644900500775) | > loss_0: 2.501394033432007 (2.429507279396057) | > loss_gen: 2.4018983840942383 (2.6390452861785887) | > loss_kl: 2.117067337036133 (2.407838445901871) | > loss_feat: 4.2073540687561035 (6.93000066280365) | > loss_mel: 15.996816635131836 (18.99429130554199) | > loss_duration: 2.331930637359619 (2.303066980838776) | > loss_1: 27.05506706237793 (33.27424221038818)  --> STEP: 21 | > loss_disc: 2.3037140369415283 (2.4235171249934604) | > loss_disc_real_0: 0.07340003550052643 (0.14349383257684253) | > loss_disc_real_1: 0.24870665371418 (0.24672568908759526) | > loss_disc_real_2: 0.1676945835351944 (0.2552170214198885) | > loss_disc_real_3: 0.24179239571094513 (0.2617235652038029) | > loss_disc_real_4: 0.23238228261470795 (0.27103350985617863) | > loss_disc_real_5: 0.21522897481918335 (0.25682656928187325) | > loss_0: 2.3037140369415283 (2.4235171249934604) | > loss_gen: 2.2180206775665283 (2.6189964952923) | > loss_kl: 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(2.2853047305887397) | > loss_1: 34.028076171875 (33.103721531954676)  --> STEP: 23 | > loss_disc: 2.497232437133789 (2.411838313807612) | > loss_disc_real_0: 0.09977369755506516 (0.13917228773884152) | > loss_disc_real_1: 0.2209489345550537 (0.24299656308215598) | > loss_disc_real_2: 0.25037330389022827 (0.2550608295461406) | > loss_disc_real_3: 0.2991780936717987 (0.26056936124096747) | > loss_disc_real_4: 0.30611810088157654 (0.2695278382819632) | > loss_disc_real_5: 0.29793742299079895 (0.25514287112847617) | > loss_0: 2.497232437133789 (2.411838313807612) | > loss_gen: 2.657867431640625 (2.627627486767976) | > loss_kl: 2.5076582431793213 (2.4003658087357236) | > loss_feat: 6.944732189178467 (6.912976182025412) | > loss_mel: 18.618873596191406 (18.873565673828125) | > loss_duration: 2.2517523765563965 (2.2838459325873335) | > loss_1: 32.98088455200195 (33.09838079369587)  --> STEP: 24 | > loss_disc: 2.352195978164673 (2.4093532164891562) | > loss_disc_real_0: 0.2042192965745926 (0.14188257977366447) | > loss_disc_real_1: 0.2137773483991623 (0.2417790958036979) | > loss_disc_real_2: 0.2998259365558624 (0.25692604233821237) | > loss_disc_real_3: 0.2841132879257202 (0.2615503581861655) | > loss_disc_real_4: 0.26478177309036255 (0.26933008556564647) | > loss_disc_real_5: 0.22114141285419464 (0.2537261437003811) | > loss_0: 2.352195978164673 (2.4093532164891562) | > loss_gen: 2.8044018745422363 (2.63499308625857) | > loss_kl: 2.039306640625 (2.38532167673111) | > loss_feat: 6.663206100463867 (6.902569095293681) | > loss_mel: 18.960905075073242 (18.877204815546673) | > loss_duration: 2.462738275527954 (2.2912997802098594) | > loss_1: 32.93055725097656 (33.09138814608256)  --> STEP: 25 | > loss_disc: 2.8494505882263184 (2.4269571113586426) | > loss_disc_real_0: 0.17429649829864502 (0.14317913651466369) | > loss_disc_real_1: 0.3273855447769165 (0.24520335376262664) | > loss_disc_real_2: 0.307081937789917 (0.25893227815628056) | > loss_disc_real_3: 0.32225874066352844 (0.26397869348526) | > loss_disc_real_4: 0.29208290576934814 (0.27024019837379454) | > loss_disc_real_5: 0.3143179416656494 (0.25614981561899186) | > loss_0: 2.8494505882263184 (2.4269571113586426) | > loss_gen: 2.4388363361358643 (2.627146816253662) | > loss_kl: 2.0982916355133057 (2.373840475082398) | > loss_feat: 5.112832546234131 (6.830979633331299) | > loss_mel: 15.458873748779297 (18.740471572875975) | > loss_duration: 2.333279848098755 (2.292978982925415) | > loss_1: 27.442115783691406 (32.86541725158691)  --> STEP: 26 | > loss_disc: 2.5372672080993652 (2.4311998073871317) | > loss_disc_real_0: 0.33209919929504395 (0.15044529277544755) | > loss_disc_real_1: 0.09546037018299103 (0.23944400824033296) | > loss_disc_real_2: 0.11133723706007004 (0.2532555458064263) | > loss_disc_real_3: 0.09191004931926727 (0.25736066870964486) | > loss_disc_real_4: 0.34094271063804626 (0.27295952576857346) | > loss_disc_real_5: 0.13628306984901428 (0.2515395561663004) | > loss_0: 2.5372672080993652 (2.4311998073871317) | > loss_gen: 2.3789103031158447 (2.6175992580560536) | > loss_kl: 2.194898843765259 (2.3669581046471233) | > loss_feat: 12.602279663085938 (7.052952711398785) | > loss_mel: 19.497655868530273 (18.76959404578576) | > loss_duration: 2.2998151779174805 (2.2932419135020328) | > loss_1: 38.97356033325195 (33.100345831650955) --> EVAL PERFORMANCE | > avg_loader_time: 0.002507631595318134 (-3.420389615572516e-06) | > avg_loss_disc: 2.4311998073871317 (+0.08687503979756261) | > avg_loss_disc_real_0: 0.15044529277544755 (-0.030145223324115455) | > avg_loss_disc_real_1: 0.23944400824033296 (-0.04707644306696379) | > avg_loss_disc_real_2: 0.2532555458064263 (+0.07038153564700717) | > avg_loss_disc_real_3: 0.25736066870964486 (-0.018003733112261888) | > avg_loss_disc_real_4: 0.27295952576857346 (+0.018899784638331474) | > avg_loss_disc_real_5: 0.2515395561663004 (+0.04330484712353119) | > avg_loss_0: 2.4311998073871317 (+0.08687503979756261) | > avg_loss_gen: 2.6175992580560536 (-0.18321416928217982) | > avg_loss_kl: 2.3669581046471233 (+0.03330321495349642) | > avg_loss_feat: 7.052952711398785 (-0.12101906996506973) | > avg_loss_mel: 18.76959404578576 (+0.013113938845126683) | > avg_loss_duration: 2.2932419135020328 (-0.007383869244502961) | > avg_loss_1: 33.100345831650955 (-0.26520002805269627)  > EPOCH: 260/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:22:31)   --> TIME: 2024-06-11 02:22:41 -- STEP: 24/330 -- GLOBAL_STEP: 173825 | > loss_disc: 2.2717442512512207 (2.3304726580778756) | > loss_disc_real_0: 0.13570520281791687 (0.11252175830304623) | > loss_disc_real_1: 0.2107638567686081 (0.1995780977110068) | > loss_disc_real_2: 0.21640951931476593 (0.2166933249682188) | > loss_disc_real_3: 0.22372564673423767 (0.2282079178839922) | > loss_disc_real_4: 0.2109578400850296 (0.22987915699680647) | > loss_disc_real_5: 0.2204386442899704 (0.21967270597815514) | > loss_0: 2.2717442512512207 (2.3304726580778756) | > grad_norm_0: tensor(9.6234, device='cuda:0') (tensor(9.8512, device='cuda:0')) | > loss_gen: 2.6709988117218018 (2.524169454971949) | > loss_kl: 1.7054474353790283 (1.8177981525659561) | > loss_feat: 8.281112670898438 (7.179130534331004) | > loss_mel: 19.224843978881836 (18.967598358790077) | > loss_duration: 2.0174481868743896 (2.1318860848744707) | > loss_1: 33.89984893798828 (32.620582580566406) | > grad_norm_1: tensor(79.5142, device='cuda:0') (tensor(98.7954, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.3604 (0.35293440024058026) | > loader_time: 0.0036 (0.003369679053624471)  --> TIME: 2024-06-11 02:22:50 -- STEP: 49/330 -- GLOBAL_STEP: 173850 | > loss_disc: 2.247465133666992 (2.3257963754692863) | > loss_disc_real_0: 0.09616485238075256 (0.11287516705235656) | > loss_disc_real_1: 0.18472979962825775 (0.19940427128149538) | > loss_disc_real_2: 0.24205107986927032 (0.21555012282060118) | > loss_disc_real_3: 0.20362086594104767 (0.22710402218662962) | > loss_disc_real_4: 0.18297094106674194 (0.22484849180494035) | > loss_disc_real_5: 0.18467211723327637 (0.21923769828008147) | > loss_0: 2.247465133666992 (2.3257963754692863) | > grad_norm_0: tensor(15.0558, device='cuda:0') (tensor(10.1034, device='cuda:0')) | > loss_gen: 2.64115834236145 (2.5420017583029613) | > loss_kl: 1.7756115198135376 (1.8341036353792464) | > loss_feat: 7.817043781280518 (7.326570433013293) | > loss_mel: 19.11678695678711 (18.985350783990356) | > loss_duration: 1.9851473569869995 (2.0794798257399565) | > loss_1: 33.33574676513672 (32.767506463187075) | > grad_norm_1: tensor(407.7550, device='cuda:0') (tensor(112.8191, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.3576 (0.3552948066166469) | > loader_time: 0.0042 (0.003519374497082769)  --> TIME: 2024-06-11 02:22:59 -- STEP: 74/330 -- GLOBAL_STEP: 173875 | > loss_disc: 2.203105926513672 (2.3204440426182105) | > loss_disc_real_0: 0.09079836308956146 (0.11367506866116782) | > loss_disc_real_1: 0.21563036739826202 (0.1994783672932032) | > loss_disc_real_2: 0.2333865463733673 (0.2165965927211014) | > loss_disc_real_3: 0.23476850986480713 (0.22539512792954575) | > loss_disc_real_4: 0.20274342596530914 (0.2234322805259679) | > loss_disc_real_5: 0.20371867716312408 (0.21614777397465063) | > loss_0: 2.203105926513672 (2.3204440426182105) | > grad_norm_0: tensor(20.3332, device='cuda:0') (tensor(12.2818, device='cuda:0')) | > loss_gen: 2.8131256103515625 (2.5441576596852897) | > loss_kl: 1.7073947191238403 (1.8201281460555825) | > loss_feat: 8.041528701782227 (7.36007918538274) | > loss_mel: 18.99748992919922 (18.942640510765283) | > loss_duration: 1.9580414295196533 (2.0584916198575804) | > loss_1: 33.517581939697266 (32.72549724578856) | > grad_norm_1: tensor(350.2848, device='cuda:0') (tensor(148.5057, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.362 (0.358955792478613) | > loader_time: 0.0042 (0.003687703931653822)  --> TIME: 2024-06-11 02:23:09 -- STEP: 99/330 -- GLOBAL_STEP: 173900 | > loss_disc: 2.3278744220733643 (2.3211074886900014) | > loss_disc_real_0: 0.13182714581489563 (0.11329445002054928) | > loss_disc_real_1: 0.2302534282207489 (0.19940195541189173) | > loss_disc_real_2: 0.2714952230453491 (0.21647019669263048) | > loss_disc_real_3: 0.25874221324920654 (0.22656366229057312) | > loss_disc_real_4: 0.24132868647575378 (0.22422079952678295) | > loss_disc_real_5: 0.24468886852264404 (0.2177226727056985) | > loss_0: 2.3278744220733643 (2.3211074886900014) | > grad_norm_0: tensor(5.2012, device='cuda:0') (tensor(14.2776, device='cuda:0')) | > loss_gen: 2.4910149574279785 (2.5455430420962255) | > loss_kl: 1.7492800951004028 (1.816598233550486) | > loss_feat: 7.095851421356201 (7.321274617705682) | > loss_mel: 18.71290397644043 (18.86592784072413) | > loss_duration: 2.055554151535034 (2.0538489059968423) | > loss_1: 32.10460662841797 (32.60319268583047) | > grad_norm_1: tensor(205.4655, device='cuda:0') (tensor(177.2389, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.3782 (0.364810955644858) | > loader_time: 0.0042 (0.0037509792982929886)  --> TIME: 2024-06-11 02:23:19 -- STEP: 124/330 -- GLOBAL_STEP: 173925 | > loss_disc: 2.3520874977111816 (2.3179906952765683) | > loss_disc_real_0: 0.12256932258605957 (0.11248754259319074) | > loss_disc_real_1: 0.24508364498615265 (0.1980805685443263) | > loss_disc_real_2: 0.20885445177555084 (0.2155665323859261) | > loss_disc_real_3: 0.18884696066379547 (0.22659855107626609) | > loss_disc_real_4: 0.1970367580652237 (0.22430996488659613) | > loss_disc_real_5: 0.17707820236682892 (0.21676709623106064) | > loss_0: 2.3520874977111816 (2.3179906952765683) | > grad_norm_0: tensor(6.1795, device='cuda:0') (tensor(15.7694, device='cuda:0')) | > loss_gen: 2.5372793674468994 (2.553777646633887) | > loss_kl: 1.8166083097457886 (1.8051591159835938) | > loss_feat: 7.141446113586426 (7.336369445247035) | > loss_mel: 19.179643630981445 (18.880716139270405) | > loss_duration: 2.0584263801574707 (2.053610639226051) | > loss_1: 32.73340606689453 (32.629632995974646) | > grad_norm_1: tensor(261.2697, device='cuda:0') (tensor(191.8665, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.379 (0.36678106746365946) | > loader_time: 0.0038 (0.003826752785713442)  --> TIME: 2024-06-11 02:23:29 -- STEP: 149/330 -- GLOBAL_STEP: 173950 | > loss_disc: 2.357741594314575 (2.320744524066081) | > loss_disc_real_0: 0.17380312085151672 (0.11382245762436181) | > loss_disc_real_1: 0.22786404192447662 (0.1998719618024442) | > loss_disc_real_2: 0.23855535686016083 (0.21607393406381542) | > loss_disc_real_3: 0.22423994541168213 (0.22718640661879674) | > loss_disc_real_4: 0.23088650405406952 (0.2238999595178053) | > loss_disc_real_5: 0.23960493505001068 (0.2158662845824389) | > loss_0: 2.357741594314575 (2.320744524066081) | > grad_norm_0: tensor(78.7839, device='cuda:0') (tensor(18.5563, device='cuda:0')) | > loss_gen: 2.515634536743164 (2.555147614255048) | > loss_kl: 1.841029405593872 (1.801859434018999) | > loss_feat: 6.3244500160217285 (7.331310192210562) | > loss_mel: 18.517995834350586 (18.857457666589102) | > loss_duration: 2.077381134033203 (2.0551636483045232) | > loss_1: 31.276491165161133 (32.60093860498212) | > grad_norm_1: tensor(344.3032, device='cuda:0') (tensor(208.5551, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.369 (0.36959664293583605) | > loader_time: 0.0041 (0.0039204463062670405)  --> TIME: 2024-06-11 02:23:38 -- STEP: 174/330 -- GLOBAL_STEP: 173975 | > loss_disc: 2.2517623901367188 (2.312191369889798) | > loss_disc_real_0: 0.10998767614364624 (0.11359307777950134) | > loss_disc_real_1: 0.19032295048236847 (0.19920979919789852) | > loss_disc_real_2: 0.20243319869041443 (0.21529017551534477) | > loss_disc_real_3: 0.21602047979831696 (0.22652109926459432) | > loss_disc_real_4: 0.2356925755739212 (0.22278554660492925) | > loss_disc_real_5: 0.20412953197956085 (0.21504397912957202) | > loss_0: 2.2517623901367188 (2.312191369889798) | > grad_norm_0: tensor(36.4144, device='cuda:0') (tensor(20.7878, device='cuda:0')) | > loss_gen: 2.6176464557647705 (2.568912023785471) | > loss_kl: 1.8821496963500977 (1.807258164060527) | > loss_feat: 7.9662370681762695 (7.377891556970004) | > loss_mel: 19.006052017211914 (18.8700879086023) | > loss_duration: 2.1307363510131836 (2.058396219522104) | > loss_1: 33.602821350097656 (32.68254599077948) | > grad_norm_1: tensor(431.0849, device='cuda:0') (tensor(229.2033, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.3936 (0.3715796155491092) | > loader_time: 0.0041 (0.004010304637338921)  --> TIME: 2024-06-11 02:23:48 -- STEP: 199/330 -- GLOBAL_STEP: 174000 | > loss_disc: 2.3564534187316895 (2.3099180322196626) | > loss_disc_real_0: 0.12733490765094757 (0.11299789371202938) | > loss_disc_real_1: 0.21321871876716614 (0.1997685954349125) | > loss_disc_real_2: 0.25023752450942993 (0.2150425193597324) | > loss_disc_real_3: 0.2579331696033478 (0.22654210577658074) | > loss_disc_real_4: 0.22887717187404633 (0.22202314893204958) | > loss_disc_real_5: 0.19687795639038086 (0.21478896337238387) | > loss_0: 2.3564534187316895 (2.3099180322196626) | > grad_norm_0: tensor(10.6679, device='cuda:0') (tensor(21.4177, device='cuda:0')) | > loss_gen: 2.651880979537964 (2.5781085694854595) | > loss_kl: 1.6505403518676758 (1.8054727327883544) | > loss_feat: 6.970404624938965 (7.408551946956309) | > loss_mel: 18.7607364654541 (18.842343833578276) | > loss_duration: 2.1798806190490723 (2.06522145163474) | > loss_1: 32.213443756103516 (32.699698558404826) | > grad_norm_1: tensor(391.6167, device='cuda:0') (tensor(243.3165, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.3909 (0.37472390050265036) | > loader_time: 0.005 (0.004102714097679558) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_174000.pth  --> TIME: 2024-06-11 02:24:03 -- STEP: 224/330 -- GLOBAL_STEP: 174025 | > loss_disc: 2.313646078109741 (2.313065089285376) | > loss_disc_real_0: 0.11245328187942505 (0.1131472003845764) | > loss_disc_real_1: 0.1936393827199936 (0.19962051564029284) | > loss_disc_real_2: 0.22713340818881989 (0.2150253064797393) | > loss_disc_real_3: 0.2103590965270996 (0.22654064624969447) | > loss_disc_real_4: 0.24804352223873138 (0.22302054999662294) | > loss_disc_real_5: 0.19530512392520905 (0.21522014035976358) | > loss_0: 2.313646078109741 (2.313065089285376) | > grad_norm_0: tensor(14.1606, device='cuda:0') (tensor(22.7864, device='cuda:0')) | > loss_gen: 2.5864028930664062 (2.573305728180069) | > loss_kl: 1.7896462678909302 (1.8066648447087832) | > loss_feat: 7.912104606628418 (7.408590653112957) | > loss_mel: 18.93805503845215 (18.798606131757992) | > loss_duration: 2.1540894508361816 (2.0713964982756563) | > loss_1: 33.38029861450195 (32.65856392042978) | > grad_norm_1: tensor(279.2328, device='cuda:0') (tensor(257.0611, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.4037 (0.3788202660424367) | > loader_time: 0.0056 (0.004230284265109471)  --> TIME: 2024-06-11 02:24:14 -- STEP: 249/330 -- GLOBAL_STEP: 174050 | > loss_disc: 2.307600975036621 (2.3129135968694743) | > loss_disc_real_0: 0.09656468033790588 (0.11341360696108944) | > loss_disc_real_1: 0.175581693649292 (0.19926573054857522) | > loss_disc_real_2: 0.25083407759666443 (0.21493614779179354) | > loss_disc_real_3: 0.20814478397369385 (0.2265320518409392) | > loss_disc_real_4: 0.21484149992465973 (0.22355510073014528) | > loss_disc_real_5: 0.18712665140628815 (0.2157649367329586) | > loss_0: 2.307600975036621 (2.3129135968694743) | > grad_norm_0: tensor(45.0650, device='cuda:0') (tensor(23.1761, device='cuda:0')) | > loss_gen: 2.4216623306274414 (2.5707545261306466) | > loss_kl: 1.8789721727371216 (1.8062796319823666) | > loss_feat: 6.981914043426514 (7.399564729636931) | > loss_mel: 18.504669189453125 (18.763963775941154) | > loss_duration: 2.1330244541168213 (2.07843817812372) | > loss_1: 31.92024040222168 (32.61900089830758) | > grad_norm_1: tensor(130.6324, device='cuda:0') (tensor(266.5218, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.4248 (0.3834567472159143) | > loader_time: 0.0052 (0.0043657209021020615)  --> TIME: 2024-06-11 02:24:25 -- STEP: 274/330 -- GLOBAL_STEP: 174075 | > loss_disc: 2.350095272064209 (2.3169901371002215) | > loss_disc_real_0: 0.11349481344223022 (0.11400798923016464) | > loss_disc_real_1: 0.16951072216033936 (0.1997336839889958) | > loss_disc_real_2: 0.2143656462430954 (0.2153756348756108) | > loss_disc_real_3: 0.25815778970718384 (0.22737721761647803) | > loss_disc_real_4: 0.2697758674621582 (0.22352555709598704) | > loss_disc_real_5: 0.2594032287597656 (0.21597764423511326) | > loss_0: 2.350095272064209 (2.3169901371002215) | > grad_norm_0: tensor(20.7876, device='cuda:0') (tensor(24.3730, device='cuda:0')) | > loss_gen: 2.496159076690674 (2.566805614172108) | > loss_kl: 1.926802396774292 (1.8078466022971773) | > loss_feat: 7.348328590393066 (7.397955342800948) | > loss_mel: 17.353240966796875 (18.723468550800398) | > loss_duration: 2.153984308242798 (2.0857894468481533) | > loss_1: 31.278514862060547 (32.58186561695852) | > grad_norm_1: tensor(634.8667, device='cuda:0') (tensor(279.1125, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.4407 (0.3880500123448615) | > loader_time: 0.0066 (0.004532383306183086)  --> TIME: 2024-06-11 02:24:37 -- STEP: 299/330 -- GLOBAL_STEP: 174100 | > loss_disc: 2.3237180709838867 (2.3174637950782415) | > loss_disc_real_0: 0.08961993455886841 (0.11411113650802784) | > loss_disc_real_1: 0.14437514543533325 (0.19966033365216143) | > loss_disc_real_2: 0.18285851180553436 (0.21506247756672553) | > loss_disc_real_3: 0.20733284950256348 (0.2266103764840193) | > loss_disc_real_4: 0.19736601412296295 (0.22332326664175078) | > loss_disc_real_5: 0.2079428732395172 (0.21583845154896233) | > loss_0: 2.3237180709838867 (2.3174637950782415) | > grad_norm_0: tensor(45.1134, device='cuda:0') (tensor(25.1344, device='cuda:0')) | > loss_gen: 2.5036916732788086 (2.564421798074526) | > loss_kl: 1.8933345079421997 (1.8090432076948542) | > loss_feat: 7.881446838378906 (7.414663574767352) | > loss_mel: 18.597909927368164 (18.697472020535155) | > loss_duration: 2.242767333984375 (2.0952027661345882) | > loss_1: 33.1191520690918 (32.58080344056606) | > grad_norm_1: tensor(419.4826, device='cuda:0') (tensor(288.9697, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.4697 (0.3938836668646056) | > loader_time: 0.0068 (0.004712924510738923)  --> TIME: 2024-06-11 02:24:50 -- STEP: 324/330 -- GLOBAL_STEP: 174125 | > loss_disc: 2.270139694213867 (2.3213973891587925) | > loss_disc_real_0: 0.0911809653043747 (0.1153977434668276) | > loss_disc_real_1: 0.23558591306209564 (0.2007556429799692) | > loss_disc_real_2: 0.23894187808036804 (0.21566024914751827) | > loss_disc_real_3: 0.22700148820877075 (0.22721406274739606) | > loss_disc_real_4: 0.1821410059928894 (0.22302739924670736) | > loss_disc_real_5: 0.22494328022003174 (0.21568835696872374) | > loss_0: 2.270139694213867 (2.3213973891587925) | > grad_norm_0: tensor(55.0708, device='cuda:0') (tensor(26.7212, device='cuda:0')) | > loss_gen: 2.4114134311676025 (2.5632851557967116) | > loss_kl: 1.926857590675354 (1.8139058697370836) | > loss_feat: 9.41456413269043 (7.471244029056879) | > loss_mel: 17.854053497314453 (18.66669791421772) | > loss_duration: 2.292904853820801 (2.108625391751161) | > loss_1: 33.89979553222656 (32.62375843377763) | > grad_norm_1: tensor(714.3953, device='cuda:0') (tensor(300.1351, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.5849 (0.4046112887653302) | > loader_time: 0.0085 (0.004949576324886746)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1837899684906006 (2.1837899684906006) | > loss_disc_real_0: 0.10005275905132294 (0.10005275905132294) | > loss_disc_real_1: 0.21687409281730652 (0.21687409281730652) | > loss_disc_real_2: 0.2456878125667572 (0.2456878125667572) | > loss_disc_real_3: 0.19726748764514923 (0.19726748764514923) | > loss_disc_real_4: 0.1527441293001175 (0.1527441293001175) | > loss_disc_real_5: 0.16732794046401978 (0.16732794046401978) | > loss_0: 2.1837899684906006 (2.1837899684906006) | > loss_gen: 2.453399419784546 (2.453399419784546) | > loss_kl: 2.8470101356506348 (2.8470101356506348) | > loss_feat: 7.156320095062256 (7.156320095062256) | > loss_mel: 18.39004135131836 (18.39004135131836) | > loss_duration: 3.0842766761779785 (3.0842766761779785) | > loss_1: 33.93104934692383 (33.93104934692383)  --> STEP: 1 | > loss_disc: 2.1028172969818115 (2.1028172969818115) | > loss_disc_real_0: 0.09013868868350983 (0.09013868868350983) | > loss_disc_real_1: 0.15852481126785278 (0.15852481126785278) | > loss_disc_real_2: 0.19696961343288422 (0.19696961343288422) | > loss_disc_real_3: 0.26086854934692383 (0.26086854934692383) | > loss_disc_real_4: 0.22701606154441833 (0.22701606154441833) | > loss_disc_real_5: 0.24843350052833557 (0.24843350052833557) | > loss_0: 2.1028172969818115 (2.1028172969818115) | > loss_gen: 3.2402844429016113 (3.2402844429016113) | > loss_kl: 2.3118133544921875 (2.3118133544921875) | > loss_feat: 6.770240306854248 (6.770240306854248) | > loss_mel: 19.305133819580078 (19.305133819580078) | > loss_duration: 2.3870162963867188 (2.3870162963867188) | > loss_1: 34.014488220214844 (34.014488220214844)  --> STEP: 2 | > loss_disc: 2.1498942375183105 (2.126355767250061) | > loss_disc_real_0: 0.12240662425756454 (0.10627265647053719) | > loss_disc_real_1: 0.1435815840959549 (0.15105319768190384) | > loss_disc_real_2: 0.21713170409202576 (0.207050658762455) | > loss_disc_real_3: 0.28800666332244873 (0.2744376063346863) | > loss_disc_real_4: 0.2552700638771057 (0.24114306271076202) | > loss_disc_real_5: 0.2435866892337799 (0.24601009488105774) | > loss_0: 2.1498942375183105 (2.126355767250061) | > loss_gen: 2.9777963161468506 (3.109040379524231) | > loss_kl: 2.3254177570343018 (2.3186155557632446) | > loss_feat: 6.660562992095947 (6.715401649475098) | > loss_mel: 19.167680740356445 (19.23640727996826) | > loss_duration: 2.3804197311401367 (2.3837180137634277) | > loss_1: 33.511878967285156 (33.76318359375)  --> STEP: 3 | > loss_disc: 2.0474648475646973 (2.1000587940216064) | > loss_disc_real_0: 0.07305096089839935 (0.09519875794649124) | > loss_disc_real_1: 0.14142641425132751 (0.14784426987171173) | > loss_disc_real_2: 0.2391737699508667 (0.21775836249192557) | > loss_disc_real_3: 0.24383164942264557 (0.26423562069733936) | > loss_disc_real_4: 0.20904746651649475 (0.23044453064600626) | > loss_disc_real_5: 0.2298390120267868 (0.2406197339296341) | > loss_0: 2.0474648475646973 (2.1000587940216064) | > loss_gen: 3.365271806716919 (3.194450855255127) | > loss_kl: 2.457461357116699 (2.3648974895477295) | > loss_feat: 8.95020580291748 (7.460336367289226) | > loss_mel: 19.81077766418457 (19.42786407470703) | > loss_duration: 2.2067294120788574 (2.3247218132019043) | > loss_1: 36.79044723510742 (34.772271474202476)  --> STEP: 4 | > loss_disc: 2.2605838775634766 (2.140190064907074) | > loss_disc_real_0: 0.09932626783847809 (0.09623063541948795) | > loss_disc_real_1: 0.24795450270175934 (0.17287182807922363) | > loss_disc_real_2: 0.23833103477954865 (0.22290153056383133) | > loss_disc_real_3: 0.23531807959079742 (0.2570062354207039) | > loss_disc_real_4: 0.18014955520629883 (0.2178707867860794) | > loss_disc_real_5: 0.1910071223974228 (0.22821658104658127) | > loss_0: 2.2605838775634766 (2.140190064907074) | > loss_gen: 2.5851805210113525 (3.0421332716941833) | > loss_kl: 3.5818328857421875 (2.669131338596344) | > loss_feat: 7.270020961761475 (7.412757515907288) | > loss_mel: 18.58402442932129 (19.216904163360596) | > loss_duration: 2.230849504470825 (2.3012537360191345) | > loss_1: 34.25191116333008 (34.642181396484375)  --> STEP: 5 | > loss_disc: 2.303748846054077 (2.172901821136475) | > loss_disc_real_0: 0.10934658348560333 (0.09885382503271103) | > loss_disc_real_1: 0.1786503940820694 (0.17402754127979278) | > loss_disc_real_2: 0.23475351929664612 (0.22527192831039428) | > loss_disc_real_3: 0.3153853714466095 (0.268682062625885) | > loss_disc_real_4: 0.258215993642807 (0.22593982815742492) | > loss_disc_real_5: 0.254077672958374 (0.2333887994289398) | > loss_0: 2.303748846054077 (2.172901821136475) | > loss_gen: 2.7570090293884277 (2.985108423233032) | > loss_kl: 2.359921932220459 (2.607289457321167) | > loss_feat: 6.008604049682617 (7.131926822662353) | > loss_mel: 20.730815887451172 (19.51968650817871) | > loss_duration: 2.3577136993408203 (2.312545728683472) | > loss_1: 34.21406555175781 (34.556558227539064)  --> STEP: 6 | > loss_disc: 2.4232635498046875 (2.2146287759145102) | > loss_disc_real_0: 0.08155227452516556 (0.09597023328145345) | > loss_disc_real_1: 0.2826208770275116 (0.19212643057107925) | > loss_disc_real_2: 0.23007164895534515 (0.22607188175121942) | > loss_disc_real_3: 0.2673949897289276 (0.2684675504763921) | > loss_disc_real_4: 0.2838089168071747 (0.23558467626571655) | > loss_disc_real_5: 0.2575134336948395 (0.23740957180658975) | > loss_0: 2.4232635498046875 (2.2146287759145102) | > loss_gen: 2.8174872398376465 (2.9571715593338013) | > loss_kl: 1.9421029090881348 (2.4964250326156616) | > loss_feat: 6.181927680969238 (6.973593632380168) | > loss_mel: 19.51066017150879 (19.518182118733723) | > loss_duration: 2.1632306575775146 (2.2876598834991455) | > loss_1: 32.61540985107422 (34.23303349812826)  --> STEP: 7 | > loss_disc: 2.0990827083587646 (2.198122194835118) | > loss_disc_real_0: 0.17128999531269073 (0.10673019928591591) | > loss_disc_real_1: 0.1790928691625595 (0.190264493227005) | > loss_disc_real_2: 0.19903211295604706 (0.2222090576376234) | > loss_disc_real_3: 0.22781042754650116 (0.2626593900578363) | > loss_disc_real_4: 0.20030830800533295 (0.23054519508566176) | > loss_disc_real_5: 0.19517512619495392 (0.23137607957635606) | > loss_0: 2.0990827083587646 (2.198122194835118) | > loss_gen: 2.9061131477355957 (2.9498775005340576) | > loss_kl: 3.458956718444824 (2.633929559162685) | > loss_feat: 7.196067810058594 (7.0053756577628) | > loss_mel: 21.24934959411621 (19.76549175807408) | > loss_duration: 2.3779098987579346 (2.3005527428218295) | > loss_1: 37.18839645385742 (34.65522820608957)  --> STEP: 8 | > loss_disc: 2.2560195922851562 (2.2053593695163727) | > loss_disc_real_0: 0.11399689316749573 (0.1076385360211134) | > loss_disc_real_1: 0.11473940312862396 (0.18082385696470737) | > loss_disc_real_2: 0.21343573927879333 (0.22111239284276962) | > loss_disc_real_3: 0.25966933369636536 (0.2622856330126524) | > loss_disc_real_4: 0.24322478473186493 (0.23213014379143715) | > loss_disc_real_5: 0.22852247953414917 (0.2310193795710802) | > loss_0: 2.2560195922851562 (2.2053593695163727) | > loss_gen: 2.8471174240112305 (2.9370324909687042) | > loss_kl: 2.6740305423736572 (2.6389421820640564) | > loss_feat: 9.312286376953125 (7.293739497661591) | > loss_mel: 19.798503875732422 (19.769618272781372) | > loss_duration: 2.197429656982422 (2.2876623570919037) | > loss_1: 36.829368591308594 (34.92699575424194)  --> STEP: 9 | > loss_disc: 2.56217098236084 (2.245005104276869) | > loss_disc_real_0: 0.2484663724899292 (0.12328607340653737) | > loss_disc_real_1: 0.17595407366752625 (0.18028276993168724) | > loss_disc_real_2: 0.200789213180542 (0.21885426176918876) | > loss_disc_real_3: 0.21919777989387512 (0.2574980937772327) | > loss_disc_real_4: 0.22643360495567322 (0.23149719503190783) | > loss_disc_real_5: 0.22956840693950653 (0.23085816038979423) | > loss_0: 2.56217098236084 (2.245005104276869) | > loss_gen: 2.4392952919006348 (2.8817283577389188) | > loss_kl: 1.8504031896591187 (2.5513267384635077) | > loss_feat: 12.530145645141602 (7.875562402937147) | > loss_mel: 19.883697509765625 (19.7822937435574) | > loss_duration: 2.098878860473633 (2.2666864130232067) | > loss_1: 38.80242156982422 (35.357598622639976)  --> STEP: 10 | > loss_disc: 2.567607879638672 (2.2772653818130495) | > loss_disc_real_0: 0.1978500485420227 (0.1307424709200859) | > loss_disc_real_1: 0.170960932970047 (0.17935058623552322) | > loss_disc_real_2: 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loss_disc_real_5: 0.2764260768890381 (0.2344798974015496) | > loss_0: 2.435030460357666 (2.2916076616807417) | > loss_gen: 2.8702588081359863 (2.85162522576072) | > loss_kl: 2.4822239875793457 (2.462075276808305) | > loss_feat: 6.234097003936768 (7.462524197318337) | > loss_mel: 19.36192512512207 (19.19153846393932) | > loss_duration: 2.423771858215332 (2.2811998670751397) | > loss_1: 33.372276306152344 (34.24896378950639)  --> STEP: 12 | > loss_disc: 2.3420639038085938 (2.2958123485247293) | > loss_disc_real_0: 0.12742280960083008 (0.14107209816575048) | > loss_disc_real_1: 0.2297421395778656 (0.18664361784855524) | > loss_disc_real_2: 0.2231837660074234 (0.2280504790445169) | > loss_disc_real_3: 0.24632419645786285 (0.25742636372645694) | > loss_disc_real_4: 0.17092031240463257 (0.2328116943438848) | > loss_disc_real_5: 0.17115049064159393 (0.22920244683821997) | > loss_0: 2.3420639038085938 (2.2958123485247293) | > loss_gen: 2.791883945465088 (2.846646785736084) | > loss_kl: 2.2770111560821533 (2.4466532667477927) | > loss_feat: 7.3384270668029785 (7.452182769775391) | > loss_mel: 18.326141357421875 (19.1194220383962) | > loss_duration: 2.2733347415924072 (2.2805444399515786) | > loss_1: 33.006797790527344 (34.14544995625814)  --> STEP: 13 | > loss_disc: 2.204726457595825 (2.288805741530198) | > loss_disc_real_0: 0.15970337390899658 (0.14250527322292325) | > loss_disc_real_1: 0.1727321594953537 (0.18557350566753975) | > loss_disc_real_2: 0.24811199307441711 (0.22959367243143228) | > loss_disc_real_3: 0.25161632895469666 (0.25697943797478306) | > loss_disc_real_4: 0.20808488130569458 (0.23090963180248553) | > loss_disc_real_5: 0.30717024207115173 (0.2351999695484455) | > loss_0: 2.204726457595825 (2.288805741530198) | > loss_gen: 2.984093189239502 (2.8572195860055776) | > loss_kl: 2.407083749771118 (2.443609457749587) | > loss_feat: 6.295653820037842 (7.363219004410964) | > loss_mel: 17.58164405822754 (19.00113142453707) | > loss_duration: 2.112546682357788 (2.267621535521287) | > loss_1: 31.38102149963379 (33.93280161344088)  --> STEP: 14 | > loss_disc: 2.3541765213012695 (2.2934750829424178) | > loss_disc_real_0: 0.16313695907592773 (0.14397896506956642) | > loss_disc_real_1: 0.312821626663208 (0.19466265716723033) | > loss_disc_real_2: 0.3365117311477661 (0.23723067662545613) | > loss_disc_real_3: 0.30704113841056824 (0.26055527372019627) | > loss_disc_real_4: 0.21654555201530457 (0.22988362610340118) | > loss_disc_real_5: 0.2537164092063904 (0.23652257238115584) | > loss_0: 2.3541765213012695 (2.2934750829424178) | > loss_gen: 3.338641881942749 (2.8916068928582326) | > loss_kl: 3.154371500015259 (2.4943781750542775) | > loss_feat: 7.91605806350708 (7.402707508632115) | > loss_mel: 19.135944366455078 (19.010760920388357) | > loss_duration: 2.341017007827759 (2.2728640692574635) | > loss_1: 35.88603591918945 (34.072318349565776)  --> STEP: 15 | > loss_disc: 2.6950488090515137 (2.320246664683024) | > loss_disc_real_0: 0.2756354808807373 (0.15275606612364448) | > loss_disc_real_1: 0.19081120193004608 (0.19440589348475137) | > loss_disc_real_2: 0.2523207664489746 (0.2382366826136907) | > loss_disc_real_3: 0.2186158448457718 (0.25775931179523465) | > loss_disc_real_4: 0.22433581948280334 (0.22951377232869466) | > loss_disc_real_5: 0.24880526959896088 (0.23734141886234283) | > loss_0: 2.6950488090515137 (2.320246664683024) | > loss_gen: 2.36124849319458 (2.8562496662139893) | > loss_kl: 3.2081995010375977 (2.541966263453166) | > loss_feat: 8.396013259887695 (7.4689278920491535) | > loss_mel: 16.127601623535156 (18.818550300598144) | > loss_duration: 2.353163480758667 (2.2782173633575438) | > loss_1: 32.44622802734375 (33.96391232808431)  --> STEP: 16 | > loss_disc: 2.1160075664520264 (2.3074817210435867) | > loss_disc_real_0: 0.10255730152130127 (0.14961864333599803) | > loss_disc_real_1: 0.20945855975151062 (0.19534668512642384) | > loss_disc_real_2: 0.2322281152009964 (0.2378611471503973) | > loss_disc_real_3: 0.22462238371372223 (0.25568825379014015) | > loss_disc_real_4: 0.2280266433954239 (0.22942082677036524) | > loss_disc_real_5: 0.19791853427886963 (0.23487748857587576) | > loss_0: 2.1160075664520264 (2.3074817210435867) | > loss_gen: 3.4410758018493652 (2.8928012996912003) | > loss_kl: 2.310342788696289 (2.527489796280861) | > loss_feat: 10.389856338500977 (7.651485919952393) | > loss_mel: 19.536218643188477 (18.86340457201004) | > loss_duration: 2.333446979522705 (2.2816692143678665) | > loss_1: 38.01094055175781 (34.216851592063904)  --> STEP: 17 | > loss_disc: 2.305964469909668 (2.3073924709768856) | > loss_disc_real_0: 0.24736735224723816 (0.1553685673896004) | > loss_disc_real_1: 0.1991138905286789 (0.19556828544420354) | > loss_disc_real_2: 0.22229433059692383 (0.23694545205901651) | > loss_disc_real_3: 0.275917649269104 (0.2568782182300792) | > loss_disc_real_4: 0.2997422516345978 (0.23355738117414362) | > loss_disc_real_5: 0.27285704016685486 (0.23711157984593334) | > loss_0: 2.305964469909668 (2.3073924709768856) | > loss_gen: 3.4058704376220703 (2.9229818372165455) | > loss_kl: 1.9485105276107788 (2.4934321922414444) | > loss_feat: 7.868131160736084 (7.6642297576455505) | > loss_mel: 18.07746696472168 (18.8171729480519) | > loss_duration: 2.33593487739563 (2.284861312193029) | > loss_1: 33.63591384887695 (34.182678783641144)  --> STEP: 18 | > loss_disc: 1.9490890502929688 (2.2874867253833346) | > loss_disc_real_0: 0.1531064808368683 (0.15524289591444862) | > loss_disc_real_1: 0.1448640376329422 (0.19275138278802237) | > loss_disc_real_2: 0.1951613426208496 (0.234624112645785) | > loss_disc_real_3: 0.17153412103652954 (0.2521368794971042) | > loss_disc_real_4: 0.162860706448555 (0.22962978813383314) | > loss_disc_real_5: 0.1691979616880417 (0.2333386010593838) | > loss_0: 1.9490890502929688 (2.2874867253833346) | > loss_gen: 3.4452033042907715 (2.9519941409428916) | > loss_kl: 3.112220287322998 (2.527809308634864) | > loss_feat: 8.912702560424805 (7.7335893577999535) | > loss_mel: 19.026500701904297 (18.82880226771037) | > loss_duration: 2.248399257659912 (2.2828356424967446) | > loss_1: 36.745025634765625 (34.32503138648139)  --> STEP: 19 | > loss_disc: 2.353459596633911 (2.290958981764944) | > loss_disc_real_0: 0.14418061077594757 (0.1546606703808433) | > loss_disc_real_1: 0.2099972367286682 (0.19365905931121424) | > loss_disc_real_2: 0.23490144312381744 (0.23463870898673408) | > loss_disc_real_3: 0.27554577589035034 (0.2533689266756961) | > loss_disc_real_4: 0.2558000683784485 (0.23100717130460238) | > loss_disc_real_5: 0.22948241233825684 (0.23313564375827187) | > loss_0: 2.353459596633911 (2.290958981764944) | > loss_gen: 2.867182970046997 (2.9475303951062655) | > loss_kl: 1.8601797819137573 (2.492670912491648) | > loss_feat: 8.71224594116211 (7.785097599029541) | > loss_mel: 17.87668228149414 (18.77869068948846) | > loss_duration: 2.3069052696228027 (2.284102464977064) | > loss_1: 33.62319564819336 (34.2880926634136)  --> STEP: 20 | > loss_disc: 2.3675551414489746 (2.2947887897491457) | > loss_disc_real_0: 0.15891024470329285 (0.15487314909696578) | > loss_disc_real_1: 0.19141553342342377 (0.1935468830168247) | > loss_disc_real_2: 0.20050422847270966 (0.23293198496103287) | > loss_disc_real_3: 0.22950047254562378 (0.2521755039691925) | > loss_disc_real_4: 0.2865639626979828 (0.2337850108742714) | > loss_disc_real_5: 0.29069802165031433 (0.236013762652874) | > loss_0: 2.3675551414489746 (2.2947887897491457) | > loss_gen: 2.9047698974609375 (2.945392370223999) | > loss_kl: 2.1803689002990723 (2.477055811882019) | > loss_feat: 8.493640899658203 (7.820524764060974) | > loss_mel: 20.891206741333008 (18.88431649208069) | > loss_duration: 2.2762937545776367 (2.2837120294570923) | > loss_1: 36.746280670166016 (34.41100206375122)  --> STEP: 21 | > loss_disc: 2.1758124828338623 (2.2891232513246083) | > loss_disc_real_0: 0.14618822932243347 (0.15445958148865474) | > loss_disc_real_1: 0.24712876975536346 (0.1960984014329456) | > loss_disc_real_2: 0.23510004580020905 (0.2330352259533746) | > loss_disc_real_3: 0.257293164730072 (0.25241920210066293) | > loss_disc_real_4: 0.19311480224132538 (0.23184833427270254) | > loss_disc_real_5: 0.2295152246952057 (0.2357043084644136) | > loss_0: 2.1758124828338623 (2.2891232513246083) | > loss_gen: 2.9981040954589844 (2.947902452378046) | > loss_kl: 2.881277084350586 (2.496304443904332) | > loss_feat: 7.0219807624816895 (7.782498859223866) | > loss_mel: 16.37657356262207 (18.764900162106468) | > loss_duration: 2.1210250854492188 (2.275965032123384) | > loss_1: 31.39896011352539 (34.267571494692845)  --> STEP: 22 | > loss_disc: 2.300004005432129 (2.289617831056768) | > loss_disc_real_0: 0.26293715834617615 (0.1593903804367239) | > loss_disc_real_1: 0.19762851297855377 (0.19616795195774597) | > loss_disc_real_2: 0.22392964363098145 (0.23262133584781128) | > loss_disc_real_3: 0.1760237067937851 (0.24894667958671393) | > loss_disc_real_4: 0.19468048214912415 (0.2301588864489035) | > loss_disc_real_5: 0.16607968509197235 (0.23253955285657535) | > loss_0: 2.300004005432129 (2.289617831056768) | > loss_gen: 2.8408203125 (2.9430350823835894) | > loss_kl: 1.8226715326309204 (2.4656847661191765) | > loss_feat: 9.05646800994873 (7.840406547893178) | > loss_mel: 19.190582275390625 (18.78424934907393) | > loss_duration: 2.146627426147461 (2.2700860500335693) | > loss_1: 35.057167053222656 (34.303462201898746)  --> STEP: 23 | > loss_disc: 2.1805334091186523 (2.284875030102937) | > loss_disc_real_0: 0.19173496961593628 (0.1607966669227766) | > loss_disc_real_1: 0.19655029475688934 (0.19618457555770874) | > loss_disc_real_2: 0.2029617428779602 (0.23133178832738296) | > loss_disc_real_3: 0.2069530338048935 (0.24712086890054782) | > loss_disc_real_4: 0.22074472904205322 (0.22974957525730133) | > loss_disc_real_5: 0.19218236207962036 (0.2307848923880121) | > loss_0: 2.1805334091186523 (2.284875030102937) | > loss_gen: 3.2437562942504883 (2.95610991768215) | > loss_kl: 2.0237154960632324 (2.446468710899353) | > loss_feat: 8.100281715393066 (7.85170546821926) | > loss_mel: 17.843387603759766 (18.743342316668965) | > loss_duration: 2.271188259124756 (2.2701339721679688) | > loss_1: 33.48232650756836 (34.26776064997134)  --> STEP: 24 | > loss_disc: 2.299590587615967 (2.285488178332647) | > loss_disc_real_0: 0.17809394001960754 (0.16151738663514456) | > loss_disc_real_1: 0.18730732798576355 (0.19581469024221101) | > loss_disc_real_2: 0.2725043296813965 (0.23304731088380018) | > loss_disc_real_3: 0.23514968156814575 (0.2466220694283644) | > loss_disc_real_4: 0.21901684999465942 (0.22930237837135792) | > loss_disc_real_5: 0.24583189189434052 (0.23141185070077577) | > loss_0: 2.299590587615967 (2.285488178332647) | > loss_gen: 2.922651529312134 (2.954715818166733) | > loss_kl: 2.4735236167907715 (2.447595998644829) | > loss_feat: 6.190457820892334 (7.782486816247304) | > loss_mel: 18.778827667236328 (18.744820872942604) | > loss_duration: 2.422274112701416 (2.2764731446901956) | > loss_1: 32.78773498535156 (34.20609291394552)  --> STEP: 25 | > loss_disc: 2.463184356689453 (2.292596025466919) | > loss_disc_real_0: 0.23028752207756042 (0.16426819205284118) | > loss_disc_real_1: 0.2024572342634201 (0.19608039200305938) | > loss_disc_real_2: 0.2824135720729828 (0.2350219613313675) | > loss_disc_real_3: 0.2781643867492676 (0.24788376212120053) | > loss_disc_real_4: 0.229140967130661 (0.22929592192173004) | > loss_disc_real_5: 0.2802436351776123 (0.23336512207984925) | > loss_0: 2.463184356689453 (2.292596025466919) | > loss_gen: 2.8046023845672607 (2.948711280822754) | > loss_kl: 2.508575201034546 (2.4500351667404177) | > loss_feat: 7.690128326416016 (7.778792476654052) | > loss_mel: 17.41861343383789 (18.691772575378415) | > loss_duration: 2.3125596046447754 (2.277916603088379) | > loss_1: 32.73447799682617 (34.14722831726074)  --> STEP: 26 | > loss_disc: 2.550522804260254 (2.3025162861897397) | > loss_disc_real_0: 0.14051884412765503 (0.16335475559418017) | > loss_disc_real_1: 0.1411864459514618 (0.19396908638569024) | > loss_disc_real_2: 0.22530128061771393 (0.23464808899622697) | > loss_disc_real_3: 0.2586725354194641 (0.2482987149403645) | > loss_disc_real_4: 0.19712518155574799 (0.22805858575380766) | > loss_disc_real_5: 0.33268100023269653 (0.23718496354726645) | > loss_0: 2.550522804260254 (2.3025162861897397) | > loss_gen: 2.3030617237091064 (2.923878605549152) | > loss_kl: 2.0455758571624756 (2.4344790394489584) | > loss_feat: 13.922893524169922 (8.015104055404663) | > loss_mel: 20.606975555419922 (18.765434228456936) | > loss_duration: 2.258138418197632 (2.277155903669504) | > loss_1: 41.13664627075195 (34.41605208470271) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025382133630605843 (+3.0581767742450354e-05) | > avg_loss_disc: 2.3025162861897397 (-0.12868352119739201) | > avg_loss_disc_real_0: 0.16335475559418017 (+0.01290946281873262) | > avg_loss_disc_real_1: 0.19396908638569024 (-0.04547492185464272) | > avg_loss_disc_real_2: 0.23464808899622697 (-0.01860745681019932) | > avg_loss_disc_real_3: 0.2482987149403645 (-0.009061953769280345) | > avg_loss_disc_real_4: 0.22805858575380766 (-0.0449009400147658) | > avg_loss_disc_real_5: 0.23718496354726645 (-0.014354592619033962) | > avg_loss_0: 2.3025162861897397 (-0.12868352119739201) | > avg_loss_gen: 2.923878605549152 (+0.30627934749309826) | > avg_loss_kl: 2.4344790394489584 (+0.06752093480183508) | > avg_loss_feat: 8.015104055404663 (+0.9621513440058784) | > avg_loss_mel: 18.765434228456936 (-0.004159817328822868) | > avg_loss_duration: 2.277155903669504 (-0.016086009832528614) | > avg_loss_1: 34.41605208470271 (+1.3157062530517578)  > EPOCH: 261/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:25:13)   --> TIME: 2024-06-11 02:25:20 -- STEP: 19/330 -- GLOBAL_STEP: 174150 | > loss_disc: 2.3583996295928955 (2.313605910853336) | > loss_disc_real_0: 0.0990496575832367 (0.1065880699377311) | > loss_disc_real_1: 0.19243614375591278 (0.1919327409643876) | > loss_disc_real_2: 0.23182465136051178 (0.2078762328938434) | > loss_disc_real_3: 0.24368375539779663 (0.22411334593045085) | > loss_disc_real_4: 0.2527371048927307 (0.22929299583560542) | > loss_disc_real_5: 0.2623213231563568 (0.21653663170965096) | > loss_0: 2.3583996295928955 (2.313605910853336) | > grad_norm_0: tensor(17.7569, device='cuda:0') (tensor(10.3824, device='cuda:0')) | > loss_gen: 2.48876690864563 (2.523496728194387) | > loss_kl: 1.8342581987380981 (1.759464928978368) | > loss_feat: 7.355910778045654 (7.072318127280788) | > loss_mel: 17.971399307250977 (18.75001305028012) | > loss_duration: 2.0429511070251465 (2.155165295851858) | > loss_1: 31.693286895751953 (32.260458293714024) | > grad_norm_1: tensor(118.2019, device='cuda:0') (tensor(126.4714, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3581 (0.35058429366663885) | > loader_time: 0.0042 (0.0031775298871492084)  --> TIME: 2024-06-11 02:25:30 -- STEP: 44/330 -- GLOBAL_STEP: 174175 | > loss_disc: 2.3123371601104736 (2.313479082150894) | > loss_disc_real_0: 0.09588615596294403 (0.11078202588991685) | > loss_disc_real_1: 0.2235839068889618 (0.1977738809179176) | > loss_disc_real_2: 0.21627996861934662 (0.21260619434443387) | > loss_disc_real_3: 0.23185208439826965 (0.22328190539370885) | > loss_disc_real_4: 0.2043360471725464 (0.22500982541929593) | > loss_disc_real_5: 0.21471893787384033 (0.21427350118756294) | > loss_0: 2.3123371601104736 (2.313479082150894) | > grad_norm_0: tensor(6.4378, device='cuda:0') (tensor(11.4552, device='cuda:0')) | > loss_gen: 2.5073440074920654 (2.537799791856246) | > loss_kl: 1.7564139366149902 (1.8011528687043623) | > loss_feat: 7.487891674041748 (7.2029513554139575) | > loss_mel: 19.109655380249023 (18.84960707751187) | > loss_duration: 1.974291205406189 (2.0860662297769026) | > loss_1: 32.83559799194336 (32.477577382867985) | > grad_norm_1: tensor(81.8388, device='cuda:0') (tensor(138.0161, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3749 (0.3566222082484851) | > loader_time: 0.0033 (0.003321707248687744)  --> TIME: 2024-06-11 02:25:39 -- STEP: 69/330 -- GLOBAL_STEP: 174200 | > loss_disc: 2.263091564178467 (2.3221511529839565) | > loss_disc_real_0: 0.10636173188686371 (0.11273439304120299) | > loss_disc_real_1: 0.1659168004989624 (0.19902377262495566) | > loss_disc_real_2: 0.228277325630188 (0.21424878874550696) | > loss_disc_real_3: 0.24505148828029633 (0.2245663950840632) | > loss_disc_real_4: 0.2328217327594757 (0.22454963775648587) | > loss_disc_real_5: 0.2723282277584076 (0.21456687605899313) | > loss_0: 2.263091564178467 (2.3221511529839565) | > grad_norm_0: tensor(17.4736, device='cuda:0') (tensor(10.8418, device='cuda:0')) | > loss_gen: 2.5668115615844727 (2.5316431073174965) | > loss_kl: 1.690062403678894 (1.79820310032886) | > loss_feat: 7.204407215118408 (7.274261675019195) | > loss_mel: 17.440279006958008 (18.817258696625192) | > loss_duration: 1.9607446193695068 (2.061539548030798) | > loss_1: 30.862302780151367 (32.482906065125384) | > grad_norm_1: tensor(119.2369, device='cuda:0') (tensor(131.6293, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3547 (0.3577354852704034) | > loader_time: 0.0036 (0.0034073297528253083)  --> TIME: 2024-06-11 02:25:48 -- STEP: 94/330 -- GLOBAL_STEP: 174225 | > loss_disc: 2.3447165489196777 (2.317964051632172) | > loss_disc_real_0: 0.09924718737602234 (0.112631693165353) | > loss_disc_real_1: 0.1948733925819397 (0.20093660262670923) | > loss_disc_real_2: 0.21399573981761932 (0.21330129925874955) | > loss_disc_real_3: 0.2580072581768036 (0.22561108574588248) | > loss_disc_real_4: 0.27608928084373474 (0.2242871919210921) | > loss_disc_real_5: 0.25236669182777405 (0.21364447331808986) | > loss_0: 2.3447165489196777 (2.317964051632172) | > grad_norm_0: tensor(14.3155, device='cuda:0') (tensor(10.6325, device='cuda:0')) | > loss_gen: 2.6743276119232178 (2.5297957861677136) | > loss_kl: 2.1325531005859375 (1.8085244107753673) | > loss_feat: 7.315603256225586 (7.258565623709496) | > loss_mel: 18.943866729736328 (18.77195865549939) | > loss_duration: 2.0642871856689453 (2.053339440771874) | > loss_1: 33.130638122558594 (32.422183929605666) | > grad_norm_1: tensor(96.9050, device='cuda:0') (tensor(129.1149, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3655 (0.35854576750004546) | > loader_time: 0.0046 (0.0035131966814081718)  --> TIME: 2024-06-11 02:25:57 -- STEP: 119/330 -- GLOBAL_STEP: 174250 | > loss_disc: 2.27919864654541 (2.314033664575145) | > loss_disc_real_0: 0.11978153884410858 (0.11442038917741856) | > loss_disc_real_1: 0.21921314299106598 (0.19998009340101933) | > loss_disc_real_2: 0.21273109316825867 (0.21329613756231902) | > loss_disc_real_3: 0.2204146534204483 (0.22445072120979054) | > loss_disc_real_4: 0.25104954838752747 (0.22352611667969646) | > loss_disc_real_5: 0.25680211186408997 (0.21325969495693178) | > loss_0: 2.27919864654541 (2.314033664575145) | > grad_norm_0: tensor(21.4258, device='cuda:0') (tensor(11.0220, device='cuda:0')) | > loss_gen: 2.6978087425231934 (2.536357791483904) | > loss_kl: 1.7904675006866455 (1.813311412554829) | > loss_feat: 7.7702131271362305 (7.2929008868562075) | > loss_mel: 19.282350540161133 (18.77116470978039) | > loss_duration: 2.023023843765259 (2.050697134322477) | > loss_1: 33.563865661621094 (32.46443187489228) | > grad_norm_1: tensor(168.8849, device='cuda:0') (tensor(136.6485, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3662 (0.3589445062044288) | > loader_time: 0.004 (0.0036271840584378282)  --> TIME: 2024-06-11 02:26:07 -- STEP: 144/330 -- GLOBAL_STEP: 174275 | > loss_disc: 2.2349085807800293 (2.3179993033409128) | > loss_disc_real_0: 0.07932808995246887 (0.11459199768594569) | > loss_disc_real_1: 0.22155779600143433 (0.19963062389029396) | > loss_disc_real_2: 0.19373928010463715 (0.21346555629538166) | > loss_disc_real_3: 0.19064229726791382 (0.22586371770335567) | > loss_disc_real_4: 0.21544411778450012 (0.22430716848207843) | > loss_disc_real_5: 0.20858770608901978 (0.2137508751410577) | > loss_0: 2.2349085807800293 (2.3179993033409128) | > grad_norm_0: tensor(16.1035, device='cuda:0') (tensor(11.0766, device='cuda:0')) | > loss_gen: 2.5369393825531006 (2.5299402856164512) | > loss_kl: 1.6982321739196777 (1.8126231556137402) | > loss_feat: 8.200760841369629 (7.286293192042245) | > loss_mel: 19.10669708251953 (18.76362107859717) | > loss_duration: 2.0246152877807617 (2.0527027977837453) | > loss_1: 33.56724548339844 (32.445180442598115) | > grad_norm_1: tensor(347.1573, device='cuda:0') (tensor(142.1140, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3975 (0.3608889993694093) | > loader_time: 0.0043 (0.003741779261165195)  --> TIME: 2024-06-11 02:26:16 -- STEP: 169/330 -- GLOBAL_STEP: 174300 | > loss_disc: 2.1608223915100098 (2.3126001315709406) | > loss_disc_real_0: 0.09798121452331543 (0.11454272486225388) | > loss_disc_real_1: 0.14279025793075562 (0.1985312193279436) | > loss_disc_real_2: 0.20380298793315887 (0.2130303403153222) | > loss_disc_real_3: 0.19924846291542053 (0.22554830536687162) | > loss_disc_real_4: 0.18613892793655396 (0.22391864410518894) | > loss_disc_real_5: 0.1715930551290512 (0.2134534377141817) | > loss_0: 2.1608223915100098 (2.3126001315709406) | > grad_norm_0: tensor(26.5358, device='cuda:0') (tensor(11.5716, device='cuda:0')) | > loss_gen: 2.6799166202545166 (2.5351730507506423) | > loss_kl: 1.893508791923523 (1.8109884769958857) | > loss_feat: 8.284187316894531 (7.303912179709892) | > loss_mel: 19.030685424804688 (18.760811427641187) | > loss_duration: 2.087987184524536 (2.0561269825026827) | > loss_1: 33.97628402709961 (32.467012055526816) | > grad_norm_1: tensor(344.2744, device='cuda:0') (tensor(153.8031, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3712 (0.36306012311630703) | > loader_time: 0.0044 (0.0038510441074709923)  --> TIME: 2024-06-11 02:26:26 -- STEP: 194/330 -- GLOBAL_STEP: 174325 | > loss_disc: 2.3979439735412598 (2.315211214970068) | > loss_disc_real_0: 0.12295243889093399 (0.11529134490440801) | > loss_disc_real_1: 0.18808822333812714 (0.1994819885369429) | > loss_disc_real_2: 0.19408683478832245 (0.21316641069871864) | > loss_disc_real_3: 0.2348981350660324 (0.2260356535462989) | > loss_disc_real_4: 0.2678576707839966 (0.22378281972457453) | > loss_disc_real_5: 0.22725902497768402 (0.2131998877703529) | > loss_0: 2.3979439735412598 (2.315211214970068) | > grad_norm_0: tensor(23.0661, device='cuda:0') (tensor(14.1003, device='cuda:0')) | > loss_gen: 2.494615077972412 (2.5443489563833825) | > loss_kl: 2.021838426589966 (1.8080958785469998) | > loss_feat: 7.181464195251465 (7.324131545332289) | > loss_mel: 19.226125717163086 (18.758512408462984) | > loss_duration: 2.0873937606811523 (2.0623789607864067) | > loss_1: 33.011436462402344 (32.4974677194025) | > grad_norm_1: tensor(137.4939, device='cuda:0') (tensor(172.5399, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3867 (0.3660999266142698) | > loader_time: 0.0051 (0.003990271656783583)  --> TIME: 2024-06-11 02:26:36 -- STEP: 219/330 -- GLOBAL_STEP: 174350 | > loss_disc: 2.2503724098205566 (2.3128404301595467) | > loss_disc_real_0: 0.07326710224151611 (0.11544831382901702) | > loss_disc_real_1: 0.25543859601020813 (0.1994919625183219) | > loss_disc_real_2: 0.19974781572818756 (0.21342730848756555) | > loss_disc_real_3: 0.23494145274162292 (0.22581639178267351) | > loss_disc_real_4: 0.21061410009860992 (0.22245427870859294) | > loss_disc_real_5: 0.226807102560997 (0.2131829785701891) | > loss_0: 2.2503724098205566 (2.3128404301595467) | > grad_norm_0: tensor(21.5362, device='cuda:0') (tensor(15.9288, device='cuda:0')) | > loss_gen: 2.731502056121826 (2.5552714382676784) | > loss_kl: 1.9251774549484253 (1.8118568500971686) | > loss_feat: 7.771255970001221 (7.360985991072981) | > loss_mel: 18.74967384338379 (18.74107139622238) | > loss_duration: 2.134739398956299 (2.0687324989876266) | > loss_1: 33.312347412109375 (32.53791812565772) | > grad_norm_1: tensor(251.2408, device='cuda:0') (tensor(188.9429, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.3907 (0.3694958773922159) | > loader_time: 0.0051 (0.004119016264127268)  --> TIME: 2024-06-11 02:26:47 -- STEP: 244/330 -- GLOBAL_STEP: 174375 | > loss_disc: 2.2864694595336914 (2.309455659545836) | > loss_disc_real_0: 0.07516025006771088 (0.1150205042671229) | > loss_disc_real_1: 0.22625233232975006 (0.19954957965700357) | > loss_disc_real_2: 0.16423290967941284 (0.21310969014636805) | > loss_disc_real_3: 0.18925820291042328 (0.22575518549954304) | > loss_disc_real_4: 0.2399015575647354 (0.22252206040210412) | > loss_disc_real_5: 0.216605544090271 (0.21331026515022652) | > loss_0: 2.2864694595336914 (2.309455659545836) | > grad_norm_0: tensor(28.3715, device='cuda:0') (tensor(18.1212, device='cuda:0')) | > loss_gen: 2.5420281887054443 (2.5673286172210203) | > loss_kl: 1.6976677179336548 (1.8094523641906801) | > loss_feat: 7.6154866218566895 (7.385829948988117) | > loss_mel: 18.348648071289062 (18.705232651507252) | > loss_duration: 2.0852842330932617 (2.0767892442765796) | > loss_1: 32.28911590576172 (32.544632747525064) | > grad_norm_1: tensor(503.3174, device='cuda:0') (tensor(213.5633, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.4255 (0.3738684409954509) | > loader_time: 0.0063 (0.004268613017973351)  --> TIME: 2024-06-11 02:26:58 -- STEP: 269/330 -- GLOBAL_STEP: 174400 | > loss_disc: 2.2337465286254883 (2.3105558453882495) | > loss_disc_real_0: 0.1331755816936493 (0.11567143986493238) | > loss_disc_real_1: 0.16397495567798615 (0.19953030375521424) | > loss_disc_real_2: 0.24959661066532135 (0.21349831207977354) | > loss_disc_real_3: 0.22453734278678894 (0.22584292580647095) | > loss_disc_real_4: 0.21343067288398743 (0.22244744623239154) | > loss_disc_real_5: 0.17390254139900208 (0.213479141597411) | > loss_0: 2.2337465286254883 (2.3105558453882495) | > grad_norm_0: tensor(44.3987, device='cuda:0') (tensor(20.1436, device='cuda:0')) | > loss_gen: 2.5371623039245605 (2.5674951475349066) | > loss_kl: 1.8561716079711914 (1.8111197469846023) | > loss_feat: 7.578703880310059 (7.4003628975396705) | > loss_mel: 18.08717155456543 (18.671975118076922) | > loss_duration: 2.1735424995422363 (2.084103822708131) | > loss_1: 32.23275375366211 (32.53505664953068) | > grad_norm_1: tensor(517.5451, device='cuda:0') (tensor(231.7399, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.427 (0.37926331328636653) | > loader_time: 0.0058 (0.004407716949633061)  --> TIME: 2024-06-11 02:27:09 -- STEP: 294/330 -- GLOBAL_STEP: 174425 | > loss_disc: 2.394932985305786 (2.3116010581555004) | > loss_disc_real_0: 0.1055336445569992 (0.11592496993641059) | > loss_disc_real_1: 0.22922393679618835 (0.20021245370105825) | > loss_disc_real_2: 0.21850340068340302 (0.21374342499338853) | > loss_disc_real_3: 0.20913729071617126 (0.22536601835773104) | > loss_disc_real_4: 0.20003637671470642 (0.22165233499947049) | > loss_disc_real_5: 0.22326885163784027 (0.21339336590093821) | > loss_0: 2.394932985305786 (2.3116010581555004) | > grad_norm_0: tensor(14.7113, device='cuda:0') (tensor(22.0989, device='cuda:0')) | > loss_gen: 2.40053391456604 (2.563676045054482) | > loss_kl: 1.8227739334106445 (1.8122885142053877) | > loss_feat: 7.1360015869140625 (7.394201851215493) | > loss_mel: 18.377229690551758 (18.637632019665762) | > loss_duration: 2.225926399230957 (2.0931613234435638) | > loss_1: 31.962467193603516 (32.50095964937794) | > grad_norm_1: tensor(182.6985, device='cuda:0') (tensor(249.1479, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.4597 (0.38476622104644775) | > loader_time: 0.0065 (0.004560966070006492)  --> TIME: 2024-06-11 02:27:22 -- STEP: 319/330 -- GLOBAL_STEP: 174450 | > loss_disc: 2.442455291748047 (2.315566182510232) | > loss_disc_real_0: 0.08489569276571274 (0.11677315108314577) | > loss_disc_real_1: 0.26206454634666443 (0.20035721459732544) | > loss_disc_real_2: 0.22911155223846436 (0.21426624923851048) | > loss_disc_real_3: 0.2551109790802002 (0.225762900934324) | > loss_disc_real_4: 0.2291898876428604 (0.2219722751166006) | > loss_disc_real_5: 0.21584714949131012 (0.21367163063964126) | > loss_0: 2.442455291748047 (2.315566182510232) | > grad_norm_0: tensor(44.7957, device='cuda:0') (tensor(24.3393, device='cuda:0')) | > loss_gen: 2.3521761894226074 (2.562992773085926) | > loss_kl: 1.9917290210723877 (1.8162894775874936) | > loss_feat: 8.007633209228516 (7.42685009618538) | > loss_mel: 18.448108673095703 (18.598111645928736) | > loss_duration: 2.287156820297241 (2.106155799847787) | > loss_1: 33.0868034362793 (32.510399683889545) | > grad_norm_1: tensor(416.7389, device='cuda:0') (tensor(265.8829, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.5505 (0.3948362262271413) | > loader_time: 0.0081 (0.004803668742643254)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.831728935241699 (2.831728935241699) | > loss_disc_real_0: 0.1174229234457016 (0.1174229234457016) | > loss_disc_real_1: 0.4867919683456421 (0.4867919683456421) | > loss_disc_real_2: 0.2787730097770691 (0.2787730097770691) | > loss_disc_real_3: 0.28939828276634216 (0.28939828276634216) | > loss_disc_real_4: 0.2970757484436035 (0.2970757484436035) | > loss_disc_real_5: 0.32534411549568176 (0.32534411549568176) | > loss_0: 2.831728935241699 (2.831728935241699) | > loss_gen: 2.695838212966919 (2.695838212966919) | > loss_kl: 2.4047181606292725 (2.4047181606292725) | > loss_feat: 4.652332305908203 (4.652332305908203) | > loss_mel: 15.776132583618164 (15.776132583618164) | > loss_duration: 2.971677303314209 (2.971677303314209) | > loss_1: 28.500699996948242 (28.500699996948242)  --> STEP: 1 | > loss_disc: 2.3734283447265625 (2.3734283447265625) | > loss_disc_real_0: 0.07347138226032257 (0.07347138226032257) | > loss_disc_real_1: 0.517155110836029 (0.517155110836029) | > loss_disc_real_2: 0.15846332907676697 (0.15846332907676697) | > loss_disc_real_3: 0.23007705807685852 (0.23007705807685852) | > loss_disc_real_4: 0.21538056433200836 (0.21538056433200836) | > loss_disc_real_5: 0.26384371519088745 (0.26384371519088745) | > loss_0: 2.3734283447265625 (2.3734283447265625) | > loss_gen: 3.0021767616271973 (3.0021767616271973) | > loss_kl: 2.6468589305877686 (2.6468589305877686) | > loss_feat: 7.411049842834473 (7.411049842834473) | > loss_mel: 21.210853576660156 (21.210853576660156) | > loss_duration: 2.433180809020996 (2.433180809020996) | > loss_1: 36.70412063598633 (36.70412063598633)  --> STEP: 2 | > loss_disc: 2.1804909706115723 (2.2769596576690674) | > loss_disc_real_0: 0.0809534564614296 (0.07721241936087608) | > loss_disc_real_1: 0.3635011613368988 (0.44032813608646393) | > loss_disc_real_2: 0.17402492463588715 (0.16624412685632706) | > loss_disc_real_3: 0.2073349952697754 (0.21870602667331696) | > loss_disc_real_4: 0.28767138719558716 (0.25152597576379776) | > loss_disc_real_5: 0.1911385953426361 (0.22749115526676178) | > loss_0: 2.1804909706115723 (2.2769596576690674) | > loss_gen: 2.8915557861328125 (2.946866273880005) | > loss_kl: 2.089703321456909 (2.368281126022339) | > loss_feat: 6.498179912567139 (6.954614877700806) | > loss_mel: 19.003358840942383 (20.10710620880127) | > loss_duration: 2.5225582122802734 (2.4778695106506348) | > loss_1: 33.00535583496094 (34.85473823547363)  --> STEP: 3 | > loss_disc: 2.344677448272705 (2.2995322545369468) | > loss_disc_real_0: 0.1469520926475525 (0.10045897712310155) | > loss_disc_real_1: 0.3864646255970001 (0.422373632589976) | > loss_disc_real_2: 0.21690841019153595 (0.1831322213013967) | > loss_disc_real_3: 0.21423380076885223 (0.21721528470516205) | > loss_disc_real_4: 0.2569725513458252 (0.2533415009578069) | > loss_disc_real_5: 0.21915671229362488 (0.22471300760904947) | > loss_0: 2.344677448272705 (2.2995322545369468) | > loss_gen: 2.7339892387390137 (2.8759072621663413) | > loss_kl: 2.1938579082489014 (2.310140053431193) | > loss_feat: 5.696625232696533 (6.535284996032715) | > loss_mel: 16.53022003173828 (18.91481081644694) | > loss_duration: 2.210268020629883 (2.388669013977051) | > loss_1: 29.364961624145508 (33.02481269836426)  --> STEP: 4 | > loss_disc: 2.247182846069336 (2.286444902420044) | > loss_disc_real_0: 0.09139738976955414 (0.0981935802847147) | > loss_disc_real_1: 0.34816405177116394 (0.403821237385273) | > loss_disc_real_2: 0.17020973563194275 (0.1799015998840332) | > loss_disc_real_3: 0.19542929530143738 (0.21176878735423088) | > loss_disc_real_4: 0.1888158619403839 (0.23721009120345116) | > loss_disc_real_5: 0.20995788276195526 (0.22102422639727592) | > loss_0: 2.247182846069336 (2.286444902420044) | > loss_gen: 2.6100292205810547 (2.8094377517700195) | > loss_kl: 1.9619996547698975 (2.223104953765869) | > loss_feat: 6.821118354797363 (6.606743335723877) | > loss_mel: 15.931723594665527 (18.169039011001587) | > loss_duration: 2.2627437114715576 (2.3571876883506775) | > loss_1: 29.587614059448242 (32.165513038635254)  --> STEP: 5 | > loss_disc: 2.647200345993042 (2.3585959911346435) | > loss_disc_real_0: 0.15318188071250916 (0.10919124037027358) | > loss_disc_real_1: 0.45222902297973633 (0.41350279450416566) | > loss_disc_real_2: 0.24269990622997284 (0.19246126115322112) | > loss_disc_real_3: 0.24336276948451996 (0.2180875837802887) | > loss_disc_real_4: 0.29929423332214355 (0.24962691962718964) | > loss_disc_real_5: 0.35289207100868225 (0.2473977953195572) | > loss_0: 2.647200345993042 (2.3585959911346435) | > loss_gen: 2.6181766986846924 (2.771185541152954) | > loss_kl: 2.163727045059204 (2.211229372024536) | > loss_feat: 4.764848709106445 (6.238364410400391) | > loss_mel: 20.248401641845703 (18.58491153717041) | > loss_duration: 2.3417606353759766 (2.354102277755737) | > loss_1: 32.13691711425781 (32.159793853759766)  --> STEP: 6 | > loss_disc: 2.6983561515808105 (2.415222684542338) | > loss_disc_real_0: 0.11158830672502518 (0.10959075142939885) | > loss_disc_real_1: 0.5011178255081177 (0.42810529967149097) | > loss_disc_real_2: 0.20865647494792938 (0.19516046345233917) | > loss_disc_real_3: 0.23183368146419525 (0.2203786000609398) | > loss_disc_real_4: 0.27184900641441345 (0.2533306007583936) | > loss_disc_real_5: 0.22314009070396423 (0.2433548445502917) | > loss_0: 2.6983561515808105 (2.415222684542338) | > loss_gen: 2.50784969329834 (2.727296233177185) | > loss_kl: 2.0641655921936035 (2.186718742052714) | > loss_feat: 5.398543357849121 (6.098394234975179) | > loss_mel: 18.78656578063965 (18.618520577748615) | > loss_duration: 2.135828733444214 (2.317723353703817) | > loss_1: 30.892953872680664 (31.94865385691325)  --> STEP: 7 | > loss_disc: 2.3424055576324463 (2.404820237840925) | > loss_disc_real_0: 0.07169372588396072 (0.1041768906371934) | > loss_disc_real_1: 0.4199953079223633 (0.4269467294216156) | > loss_disc_real_2: 0.21453170478343964 (0.19792778364249639) | > loss_disc_real_3: 0.2724134922027588 (0.22781215608119965) | > loss_disc_real_4: 0.25795409083366394 (0.25399109934057507) | > loss_disc_real_5: 0.21461597084999084 (0.23924929116453444) | > loss_0: 2.3424055576324463 (2.404820237840925) | > loss_gen: 3.182321548461914 (2.792299849646432) | > loss_kl: 3.5405523777008057 (2.3801235471452986) | > loss_feat: 7.489797115325928 (6.297166075025286) | > loss_mel: 19.363210678100586 (18.7249048777989) | > loss_duration: 2.46988582611084 (2.339460849761963) | > loss_1: 36.04576873779297 (32.533955982753206)  --> STEP: 8 | > loss_disc: 2.110037326812744 (2.3679723739624023) | > loss_disc_real_0: 0.100367471575737 (0.10370071325451136) | > loss_disc_real_1: 0.42099741101264954 (0.42620306462049484) | > loss_disc_real_2: 0.19206903874874115 (0.19719544053077698) | > loss_disc_real_3: 0.19499069452285767 (0.2237094733864069) | > loss_disc_real_4: 0.17592205107212067 (0.24423246830701828) | > loss_disc_real_5: 0.19056378304958344 (0.23316360265016556) | > loss_0: 2.110037326812744 (2.3679723739624023) | > loss_gen: 2.9732680320739746 (2.814920872449875) | > loss_kl: 2.5106351375579834 (2.396437495946884) | > loss_feat: 7.909915447235107 (6.498759746551514) | > loss_mel: 20.424013137817383 (18.93729341030121) | > loss_duration: 2.150728702545166 (2.3158693313598633) | > loss_1: 35.96855926513672 (32.96328139305115)  --> STEP: 9 | > loss_disc: 2.1857800483703613 (2.3477287822299533) | > loss_disc_real_0: 0.12396498024463654 (0.10595229847563638) | > loss_disc_real_1: 0.3314121961593628 (0.4156707459025913) | > loss_disc_real_2: 0.2012474238872528 (0.19764566090371874) | > loss_disc_real_3: 0.21444523334503174 (0.22268011338180965) | > loss_disc_real_4: 0.19614733755588531 (0.23888967600133684) | > loss_disc_real_5: 0.20162688195705414 (0.22965952257315317) | > loss_0: 2.1857800483703613 (2.3477287822299533) | > loss_gen: 2.871931791305542 (2.8212554189893932) | > loss_kl: 2.4963278770446777 (2.407536427179972) | > loss_feat: 6.720616340637207 (6.523410479227702) | > loss_mel: 20.678714752197266 (19.130784670511883) | > loss_duration: 2.084420919418335 (2.290152841144138) | > loss_1: 34.85200881958008 (33.17313999599881)  --> STEP: 10 | > loss_disc: 2.7584028244018555 (2.3887961864471436) | > loss_disc_real_0: 0.13670989871025085 (0.10902805849909783) | > loss_disc_real_1: 0.5247554779052734 (0.4265792191028595) | > loss_disc_real_2: 0.2475375533103943 (0.20263485014438629) | > loss_disc_real_3: 0.2691274881362915 (0.22732485085725784) | > loss_disc_real_4: 0.2588454484939575 (0.2408852532505989) | > loss_disc_real_5: 0.3204607367515564 (0.2387396439909935) | > loss_0: 2.7584028244018555 (2.3887961864471436) | > loss_gen: 2.740300178527832 (2.8131598949432375) | > loss_kl: 2.2987844944000244 (2.3966612339019777) | > loss_feat: 6.043371200561523 (6.475406551361084) | > loss_mel: 17.09126091003418 (18.926832294464113) | > loss_duration: 2.2517709732055664 (2.2863146543502806) | > loss_1: 30.425487518310547 (32.89837474822998)  --> STEP: 11 | > loss_disc: 2.3334572315216064 (2.383765372363004) | > loss_disc_real_0: 0.12818965315818787 (0.1107700216499242) | > loss_disc_real_1: 0.35761815309524536 (0.4203100312839855) | > loss_disc_real_2: 0.23161068558692932 (0.2052690170027993) | > loss_disc_real_3: 0.25098296999931335 (0.22947558896108108) | > loss_disc_real_4: 0.2307993769645691 (0.23996835540641437) | > loss_disc_real_5: 0.2481468915939331 (0.23959484831853348) | > loss_0: 2.3334572315216064 (2.383765372363004) | > loss_gen: 2.750669240951538 (2.8074789263985376) | > loss_kl: 2.868981122970581 (2.439599405635487) | > loss_feat: 6.51970100402832 (6.479433319785378) | > loss_mel: 18.379098892211914 (18.87703834880482) | > loss_duration: 2.409451484680176 (2.2975089116529985) | > loss_1: 32.92790222167969 (32.90105906399813)  --> STEP: 12 | > loss_disc: 2.2625346183776855 (2.373662809530894) | > loss_disc_real_0: 0.0965026319026947 (0.10958107250432174) | > loss_disc_real_1: 0.3998425304889679 (0.41860440621773404) | > loss_disc_real_2: 0.21942231059074402 (0.20644845813512802) | > loss_disc_real_3: 0.22421814501285553 (0.22903746863206229) | > loss_disc_real_4: 0.18584707379341125 (0.2354582486053308) | > loss_disc_real_5: 0.16341374814510345 (0.23324642330408096) | > loss_0: 2.2625346183776855 (2.373662809530894) | > loss_gen: 2.7819950580596924 (2.8053552707036338) | > loss_kl: 2.1310622692108154 (2.4138879776000977) | > loss_feat: 6.643055438995361 (6.49306849638621) | > loss_mel: 20.26153564453125 (18.99241312344869) | > loss_duration: 2.220059394836426 (2.2910547852516174) | > loss_1: 34.0377082824707 (32.995779832204185)  --> STEP: 13 | > loss_disc: 2.2352545261383057 (2.3630160185006948) | > loss_disc_real_0: 0.09353536367416382 (0.1083467872096942) | > loss_disc_real_1: 0.3970208466053009 (0.416944132401393) | > loss_disc_real_2: 0.20815154910087585 (0.20657946513249323) | > loss_disc_real_3: 0.19898661971092224 (0.22672586486889765) | > loss_disc_real_4: 0.14620238542556763 (0.22859241297611824) | > loss_disc_real_5: 0.11267293989658356 (0.2239715399650427) | > loss_0: 2.2352545261383057 (2.3630160185006948) | > loss_gen: 2.8307836055755615 (2.8073112964630127) | > loss_kl: 2.740109443664551 (2.4389819365281324) | > loss_feat: 8.778122901916504 (6.668841912196233) | > loss_mel: 17.727453231811523 (18.895108516399677) | > loss_duration: 2.2120232582092285 (2.2849754370175877) | > loss_1: 34.28849411010742 (33.09521939204289)  --> STEP: 14 | > loss_disc: 2.42720627784729 (2.3676010370254517) | > loss_disc_real_0: 0.1323547065258026 (0.11006163858941623) | > loss_disc_real_1: 0.4203053116798401 (0.4171842166355678) | > loss_disc_real_2: 0.16839629411697388 (0.20385209577424185) | > loss_disc_real_3: 0.176186665892601 (0.22311592208487646) | > loss_disc_real_4: 0.2243611067533493 (0.22829017681734903) | > loss_disc_real_5: 0.18324275314807892 (0.22106234090668814) | > loss_0: 2.42720627784729 (2.3676010370254517) | > loss_gen: 2.5129342079162598 (2.7862843615668162) | > loss_kl: 2.62142276763916 (2.4520134244646346) | > loss_feat: 9.045198440551758 (6.8385816642216275) | > loss_mel: 20.702465057373047 (19.024205412183488) | > loss_duration: 2.31069278717041 (2.286812390599932) | > loss_1: 37.19271469116211 (33.387897627694265)  --> STEP: 15 | > loss_disc: 2.8784027099609375 (2.4016544818878174) | > loss_disc_real_0: 0.2825663685798645 (0.12156195392211279) | > loss_disc_real_1: 0.6654891967773438 (0.4337378819783529) | > loss_disc_real_2: 0.2039622962474823 (0.20385944247245788) | > loss_disc_real_3: 0.2485167533159256 (0.22480931083361308) | > loss_disc_real_4: 0.2651163935661316 (0.23074525793393452) | > loss_disc_real_5: 0.2533766031265259 (0.22321662505467732) | > loss_0: 2.8784027099609375 (2.4016544818878174) | > loss_gen: 3.1382882595062256 (2.80975128809611) | > loss_kl: 3.610173463821411 (2.529224093755086) | > loss_feat: 8.356395721435547 (6.939769268035889) | > loss_mel: 18.668237686157227 (19.000474230448404) | > loss_duration: 2.311922550201416 (2.2884864012400308) | > loss_1: 36.085018157958984 (33.567705663045246)  --> STEP: 16 | > loss_disc: 2.476189613342285 (2.4063129276037216) | > loss_disc_real_0: 0.14668923616409302 (0.12313240906223655) | > loss_disc_real_1: 0.38295871019363403 (0.43056418374180794) | > loss_disc_real_2: 0.20741628110408783 (0.20408174488693476) | > loss_disc_real_3: 0.24604253470897675 (0.2261363873258233) | > loss_disc_real_4: 0.2583828866481781 (0.23247260972857475) | > loss_disc_real_5: 0.23041218519210815 (0.22366634756326675) | > loss_0: 2.476189613342285 (2.4063129276037216) | > loss_gen: 2.7520053386688232 (2.8061421662569046) | > loss_kl: 1.8408927917480469 (2.4862033873796463) | > loss_feat: 6.970212459564209 (6.941671967506409) | > loss_mel: 18.321569442749023 (18.958042681217194) | > loss_duration: 2.33652925491333 (2.291489079594612) | > loss_1: 32.22121047973633 (33.48354971408844)  --> STEP: 17 | > loss_disc: 2.7969884872436523 (2.4292938428766586) | > loss_disc_real_0: 0.1504649817943573 (0.12474020745824366) | > 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(0.22629787690109676) | > loss_disc_real_4: 0.22670412063598633 (0.2382352269358105) | > loss_disc_real_5: 0.261298269033432 (0.2347455637322532) | > loss_0: 2.5008554458618164 (2.433269487486945) | > loss_gen: 2.9102623462677 (2.811459607548184) | > loss_kl: 3.2924652099609375 (2.5180576112535267) | > loss_feat: 9.260638236999512 (7.0084479914771185) | > loss_mel: 19.98963737487793 (18.944882445865208) | > loss_duration: 2.2770776748657227 (2.295422355333964) | > loss_1: 37.730079650878906 (33.578270276387535)  --> STEP: 19 | > loss_disc: 2.623641014099121 (2.443289041519165) | > loss_disc_real_0: 0.10109936445951462 (0.12102126565418746) | > loss_disc_real_1: 0.4148680865764618 (0.43986624165585164) | > loss_disc_real_2: 0.19942748546600342 (0.20215003035570445) | > loss_disc_real_3: 0.2693255543708801 (0.22856249150476957) | > loss_disc_real_4: 0.31783631443977356 (0.24242475785707174) | > loss_disc_real_5: 0.29108524322509766 (0.23771081002135025) | > loss_0: 2.623641014099121 (2.443289041519165) | > loss_gen: 2.7602145671844482 (2.808762500160619) | > loss_kl: 2.0539329051971436 (2.493629995145296) | > loss_feat: 6.566330909729004 (6.985178671385112) | > loss_mel: 19.533323287963867 (18.97585301650198) | > loss_duration: 2.264514446258545 (2.293795623277363) | > loss_1: 33.178314208984375 (33.55721995705053)  --> STEP: 20 | > loss_disc: 2.450319528579712 (2.4436405658721925) | > loss_disc_real_0: 0.1063188910484314 (0.12028614692389965) | > loss_disc_real_1: 0.5623754262924194 (0.44599170088768003) | > loss_disc_real_2: 0.20557467639446259 (0.20232126265764236) | > loss_disc_real_3: 0.21500016748905182 (0.2278843753039837) | > loss_disc_real_4: 0.23136277496814728 (0.2418716587126255) | > loss_disc_real_5: 0.1838611662387848 (0.23501832783222198) | > loss_0: 2.450319528579712 (2.4436405658721925) | > loss_gen: 2.9492619037628174 (2.815787470340729) | > loss_kl: 2.363274097442627 (2.4871122002601624) | > loss_feat: 7.962489604949951 (7.034044218063355) | > loss_mel: 20.326210021972656 (19.04337086677551) | > loss_duration: 2.2661361694335938 (2.2924126505851747) | > loss_1: 35.86737060546875 (33.67272748947144)  --> STEP: 21 | > loss_disc: 2.7371184825897217 (2.457615704763503) | > loss_disc_real_0: 0.15660250186920166 (0.12201549715939022) | > loss_disc_real_1: 0.41671672463417053 (0.4445976543994177) | > loss_disc_real_2: 0.20885445177555084 (0.20263236690135228) | > loss_disc_real_3: 0.25909149646759033 (0.22937042869272686) | > loss_disc_real_4: 0.2561176121234894 (0.24255003744647616) | > loss_disc_real_5: 0.3045617341995239 (0.23832991861161731) | > loss_0: 2.7371184825897217 (2.457615704763503) | > loss_gen: 2.5647428035736084 (2.8038329623994374) | > loss_kl: 2.01043963432312 (2.464413506644113) | > loss_feat: 5.480049133300781 (6.96004445212228) | > loss_mel: 15.944572448730469 (18.895809037344797) | > loss_duration: 2.1474227905273438 (2.2855083715348017) | > loss_1: 28.147228240966797 (33.40960847763789)  --> STEP: 22 | > loss_disc: 2.3821780681610107 (2.454186721281572) | > loss_disc_real_0: 0.06932497024536133 (0.11962047320875255) | > loss_disc_real_1: 0.371511310338974 (0.4412755478512157) | > loss_disc_real_2: 0.2116856873035431 (0.20304388146508823) | > loss_disc_real_3: 0.23358330130577087 (0.22956192290241068) | > loss_disc_real_4: 0.2477482110261917 (0.24278631806373596) | > loss_disc_real_5: 0.1752840131521225 (0.23546419563618573) | > loss_0: 2.3821780681610107 (2.454186721281572) | > loss_gen: 2.566441535949707 (2.793042443015359) | > loss_kl: 1.8382266759872437 (2.435950468886982) | > loss_feat: 7.598706245422363 (6.98907453363592) | > loss_mel: 19.864871978759766 (18.93985735286366) | > loss_duration: 2.147581100463867 (2.2792389501224863) | > loss_1: 34.01582336425781 (33.43716369975697)  --> STEP: 23 | > loss_disc: 2.6987810134887695 (2.464821255725363) | > loss_disc_real_0: 0.17334522306919098 (0.12195633189833682) | > loss_disc_real_1: 0.40322253108024597 (0.4396210688611735) | > loss_disc_real_2: 0.18885257840156555 (0.20242686828841333) | > loss_disc_real_3: 0.23224030435085297 (0.22967837426973425) | > loss_disc_real_4: 0.29520273208618164 (0.245065292586451) | > loss_disc_real_5: 0.26669302582740784 (0.23682197086189105) | > loss_0: 2.6987810134887695 (2.464821255725363) | > loss_gen: 2.5470967292785645 (2.7823491511137592) | > loss_kl: 2.5576364994049072 (2.4412411658660225) | > loss_feat: 8.99697208404541 (7.076374427131984) | > loss_mel: 17.140108108520508 (18.861607385718305) | > loss_duration: 2.231410264968872 (2.277159442072329) | > loss_1: 33.47322463989258 (33.43873156671939)  --> STEP: 24 | > loss_disc: 2.52069091796875 (2.467149158318837) | > loss_disc_real_0: 0.12272270023822784 (0.12198826391249895) | > loss_disc_real_1: 0.38371771574020386 (0.43729176248113316) | > loss_disc_real_2: 0.24064722657203674 (0.20401938321689764) | > loss_disc_real_3: 0.22768929600715637 (0.2295954960087935) | > loss_disc_real_4: 0.25805455446243286 (0.24560651183128357) | > loss_disc_real_5: 0.17196422815322876 (0.23411956491569677) | > loss_0: 2.52069091796875 (2.467149158318837) | > loss_gen: 2.579110860824585 (2.773880889018377) | > loss_kl: 2.329033613204956 (2.4365658511718116) | > loss_feat: 7.209512710571289 (7.0819218556086225) | > loss_mel: 19.730628967285156 (18.89781661828359) | > loss_duration: 2.3680262565612793 (2.280945559342702) | > loss_1: 34.216312408447266 (33.47113076845805)  --> STEP: 25 | > loss_disc: 2.813408613204956 (2.480999536514282) | > loss_disc_real_0: 0.2150113433599472 (0.12570918709039688) | > loss_disc_real_1: 0.40359511971473694 (0.4359438967704773) | > loss_disc_real_2: 0.21828831732273102 (0.20459014058113098) | > loss_disc_real_3: 0.23240630328655243 (0.22970792829990386) | > loss_disc_real_4: 0.28945791721343994 (0.24736056804656983) | > loss_disc_real_5: 0.29785725474357605 (0.23666907250881195) | > loss_0: 2.813408613204956 (2.480999536514282) | > loss_gen: 2.7856318950653076 (2.7743509292602537) | > loss_kl: 2.8291049003601074 (2.452267413139343) | > loss_feat: 8.615724563598633 (7.143273963928222) | > loss_mel: 16.618865966796875 (18.80665859222412) | > loss_duration: 2.3379626274108887 (2.2832262420654295) | > loss_1: 33.18729019165039 (33.45977714538574)  --> STEP: 26 | > loss_disc: 2.1968212127685547 (2.4700696009856005) | > loss_disc_real_0: 0.0231018029153347 (0.12176274923750988) | > loss_disc_real_1: 0.1573968529701233 (0.42523054893200213) | > loss_disc_real_2: 0.1792639046907425 (0.20361605458534682) | > loss_disc_real_3: 0.3229229152202606 (0.23329312010453299) | > loss_disc_real_4: 0.26622554659843445 (0.24808614414471847) | > loss_disc_real_5: 0.160980224609375 (0.23375796297421822) | > loss_0: 2.1968212127685547 (2.4700696009856005) | > loss_gen: 2.490027666091919 (2.763415419138395) | > loss_kl: 1.953487753868103 (2.4330835800904493) | > loss_feat: 9.8297119140625 (7.2465985004718485) | > loss_mel: 22.118602752685547 (18.934041059934177) | > loss_duration: 2.298213005065918 (2.2838026560269866) | > loss_1: 38.69004440307617 (33.660941270681526) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024221677046555746 (-0.00011604565840500972) | > avg_loss_disc: 2.4700696009856005 (+0.16755331479586077) | > avg_loss_disc_real_0: 0.12176274923750988 (-0.04159200635667029) | > avg_loss_disc_real_1: 0.42523054893200213 (+0.23126146254631189) | > avg_loss_disc_real_2: 0.20361605458534682 (-0.03103203441088015) | > avg_loss_disc_real_3: 0.23329312010453299 (-0.015005594835831526) | > avg_loss_disc_real_4: 0.24808614414471847 (+0.020027558390910805) | > avg_loss_disc_real_5: 0.23375796297421822 (-0.0034270005730482334) | > avg_loss_0: 2.4700696009856005 (+0.16755331479586077) | > avg_loss_gen: 2.763415419138395 (-0.16046318641075707) | > avg_loss_kl: 2.4330835800904493 (-0.0013954593585090436) | > avg_loss_feat: 7.2465985004718485 (-0.7685055549328146) | > avg_loss_mel: 18.934041059934177 (+0.16860683147724131) | > avg_loss_duration: 2.2838026560269866 (+0.006646752357482466) | > avg_loss_1: 33.660941270681526 (-0.7551108140211866)  > EPOCH: 262/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:27:47)   --> TIME: 2024-06-11 02:27:53 -- STEP: 14/330 -- GLOBAL_STEP: 174475 | > loss_disc: 2.2708592414855957 (2.3976638146809175) | > loss_disc_real_0: 0.12875762581825256 (0.10619658125298363) | > loss_disc_real_1: 0.20620384812355042 (0.21337693397487914) | > loss_disc_real_2: 0.2206646054983139 (0.22099612121071135) | > loss_disc_real_3: 0.2266220599412918 (0.21628735214471817) | > loss_disc_real_4: 0.23359158635139465 (0.22975629568099976) | > loss_disc_real_5: 0.21695576608181 (0.21512862401349203) | > loss_0: 2.2708592414855957 (2.3976638146809175) | > grad_norm_0: tensor(14.3670, device='cuda:0') (tensor(9.5486, device='cuda:0')) | > loss_gen: 2.670825719833374 (2.4326779331479753) | > loss_kl: 1.6869951486587524 (1.7742952959878104) | > loss_feat: 7.059920787811279 (6.627943481717791) | > loss_mel: 18.244056701660156 (18.953095844813756) | > loss_duration: 2.082099676132202 (2.1729415484837125) | > loss_1: 31.743898391723633 (31.960954393659318) | > grad_norm_1: tensor(230.2695, device='cuda:0') (tensor(108.7989, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3345 (0.3453635147639683) | > loader_time: 0.003 (0.0031713758196149555)  --> TIME: 2024-06-11 02:28:02 -- STEP: 39/330 -- GLOBAL_STEP: 174500 | > loss_disc: 2.248582601547241 (2.335399890557313) | > loss_disc_real_0: 0.09828318655490875 (0.11172184290794226) | > loss_disc_real_1: 0.19188113510608673 (0.20298266449035743) | > loss_disc_real_2: 0.1922956258058548 (0.21303244011524397) | > loss_disc_real_3: 0.21312177181243896 (0.2233098512276625) | > loss_disc_real_4: 0.2162826806306839 (0.22873679720438445) | > loss_disc_real_5: 0.19022996723651886 (0.21815093969687438) | > loss_0: 2.248582601547241 (2.335399890557313) | > grad_norm_0: tensor(7.6435, device='cuda:0') (tensor(8.5438, device='cuda:0')) | > loss_gen: 2.417985439300537 (2.477219061973768) | > loss_kl: 1.8666841983795166 (1.7567425630031488) | > loss_feat: 7.7336273193359375 (6.9980872838925094) | > loss_mel: 18.360488891601562 (18.790809044471153) | > loss_duration: 2.080667018890381 (2.0919867173219333) | > loss_1: 32.45945358276367 (32.114844542283286) | > grad_norm_1: tensor(73.5394, device='cuda:0') (tensor(97.4496, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3581 (0.34621336521246493) | > loader_time: 0.0036 (0.00333400261707795) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_174500.pth  --> TIME: 2024-06-11 02:28:17 -- STEP: 64/330 -- GLOBAL_STEP: 174525 | > loss_disc: 2.278487205505371 (2.328052025288343) | > loss_disc_real_0: 0.12188029289245605 (0.11278607766143978) | > loss_disc_real_1: 0.22113975882530212 (0.2027977965772152) | > loss_disc_real_2: 0.2248087376356125 (0.21467796643264592) | > loss_disc_real_3: 0.2392820566892624 (0.22418193914927542) | > loss_disc_real_4: 0.23274564743041992 (0.22638471354730427) | > loss_disc_real_5: 0.1994498074054718 (0.21697540255263448) | > loss_0: 2.278487205505371 (2.328052025288343) | > grad_norm_0: tensor(7.7883, device='cuda:0') (tensor(9.0754, device='cuda:0')) | > loss_gen: 2.447110414505005 (2.493858743458987) | > loss_kl: 1.666658878326416 (1.7587475776672363) | > loss_feat: 6.961073875427246 (7.110636487603188) | > loss_mel: 19.217487335205078 (18.845348596572872) | > loss_duration: 2.028710126876831 (2.0642014238983384) | > loss_1: 32.321041107177734 (32.27279260754586) | > grad_norm_1: tensor(96.5534, device='cuda:0') (tensor(106.6065, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3568 (0.36040695756673813) | > loader_time: 0.0035 (0.003479752689599991)  --> TIME: 2024-06-11 02:28:26 -- STEP: 89/330 -- GLOBAL_STEP: 174550 | > loss_disc: 2.2848849296569824 (2.315120506822392) | > loss_disc_real_0: 0.1109851598739624 (0.11350916711132178) | > loss_disc_real_1: 0.2059638649225235 (0.2015948799553882) | > loss_disc_real_2: 0.2009536474943161 (0.21258964113305123) | > loss_disc_real_3: 0.22143904864788055 (0.22234945216875399) | > loss_disc_real_4: 0.20635177195072174 (0.22362048120311137) | > loss_disc_real_5: 0.21230415999889374 (0.21392093699299888) | > loss_0: 2.2848849296569824 (2.315120506822392) | > grad_norm_0: tensor(14.7894, device='cuda:0') (tensor(9.4342, device='cuda:0')) | > loss_gen: 2.543996572494507 (2.5041638277889646) | > loss_kl: 1.9590957164764404 (1.7828655269708527) | > loss_feat: 7.244333744049072 (7.185990938979589) | > loss_mel: 18.98944854736328 (18.813175630033687) | > loss_duration: 2.054086685180664 (2.0533118502477583) | > loss_1: 32.79096221923828 (32.339507649453836) | > grad_norm_1: tensor(48.2936, device='cuda:0') (tensor(113.0725, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3823 (0.3650158228499166) | > loader_time: 0.0042 (0.0036038521970255992)  --> TIME: 2024-06-11 02:28:36 -- STEP: 114/330 -- GLOBAL_STEP: 174575 | > loss_disc: 2.182168483734131 (2.312811774119995) | > loss_disc_real_0: 0.11801142990589142 (0.11365520352857154) | > loss_disc_real_1: 0.191976860165596 (0.20045228407048343) | > loss_disc_real_2: 0.17209742963314056 (0.2120041468164377) | > loss_disc_real_3: 0.21751688420772552 (0.22357748867126934) | > loss_disc_real_4: 0.22470322251319885 (0.22326940271938056) | > loss_disc_real_5: 0.21090780198574066 (0.21390853809160099) | > loss_0: 2.182168483734131 (2.312811774119995) | > grad_norm_0: tensor(28.7159, device='cuda:0') (tensor(11.3292, device='cuda:0')) | > loss_gen: 2.7515218257904053 (2.515883999958374) | > loss_kl: 1.798939824104309 (1.8007344833591528) | > loss_feat: 7.955129146575928 (7.244742477149294) | > loss_mel: 18.9959659576416 (18.80343957532916) | > loss_duration: 2.0669984817504883 (2.0522281046499287) | > loss_1: 33.56855392456055 (32.41702849404856) | > grad_norm_1: tensor(350.8905, device='cuda:0') (tensor(145.1469, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3708 (0.3674938302291067) | > loader_time: 0.0036 (0.0036977194903189676)  --> TIME: 2024-06-11 02:28:46 -- STEP: 139/330 -- GLOBAL_STEP: 174600 | > loss_disc: 2.311678647994995 (2.3168775332059783) | > loss_disc_real_0: 0.1493808925151825 (0.11448019480319332) | > loss_disc_real_1: 0.21297623217105865 (0.2012283589771326) | > loss_disc_real_2: 0.21674808859825134 (0.2133922276737021) | > loss_disc_real_3: 0.24728645384311676 (0.2243121865627577) | > loss_disc_real_4: 0.2294059842824936 (0.22388507993958837) | > loss_disc_real_5: 0.23936061561107635 (0.2150854045967404) | > loss_0: 2.311678647994995 (2.3168775332059783) | > grad_norm_0: tensor(15.3076, device='cuda:0') (tensor(13.1315, device='cuda:0')) | > loss_gen: 2.603739023208618 (2.518375065686892) | > loss_kl: 1.861672282218933 (1.8066232658976273) | > loss_feat: 7.751668930053711 (7.243197050025995) | > loss_mel: 18.807937622070312 (18.828034229415785) | > loss_duration: 2.0903513431549072 (2.0543844914264806) | > loss_1: 33.11537170410156 (32.450614023551665) | > grad_norm_1: tensor(259.1976, device='cuda:0') (tensor(160.1272, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3658 (0.3683614919511534) | > loader_time: 0.0042 (0.003800961611082228)  --> TIME: 2024-06-11 02:28:55 -- STEP: 164/330 -- GLOBAL_STEP: 174625 | > loss_disc: 2.4321751594543457 (2.3147904553064476) | > loss_disc_real_0: 0.1249891072511673 (0.11503380373483751) | > loss_disc_real_1: 0.24083825945854187 (0.20000011210397975) | > loss_disc_real_2: 0.21481458842754364 (0.21307748810547145) | > loss_disc_real_3: 0.2580869197845459 (0.22379388623848195) | > loss_disc_real_4: 0.23561358451843262 (0.22386889604897034) | > loss_disc_real_5: 0.21956883370876312 (0.21509910765581014) | > loss_0: 2.4321751594543457 (2.3147904553064476) | > grad_norm_0: tensor(34.9193, device='cuda:0') (tensor(14.6980, device='cuda:0')) | > loss_gen: 2.4630470275878906 (2.519954621791841) | > loss_kl: 1.7967277765274048 (1.8100805537002842) | > loss_feat: 6.723519802093506 (7.262790080977649) | > loss_mel: 18.77447509765625 (18.835118119309584) | > loss_duration: 2.128702163696289 (2.0566338467888694) | > loss_1: 31.886472702026367 (32.484577213845604) | > grad_norm_1: tensor(284.2609, device='cuda:0') (tensor(174.1760, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.3808 (0.37004428375058057) | > loader_time: 0.0054 (0.0038890140812571456)  --> TIME: 2024-06-11 02:29:05 -- STEP: 189/330 -- GLOBAL_STEP: 174650 | > loss_disc: 2.4085073471069336 (2.3156251289226386) | > loss_disc_real_0: 0.12731878459453583 (0.11491729145642941) | > loss_disc_real_1: 0.23104993999004364 (0.19943194359383254) | > loss_disc_real_2: 0.2537376582622528 (0.21383280610596683) | > loss_disc_real_3: 0.2429463118314743 (0.22436515166961327) | > loss_disc_real_4: 0.23977629840373993 (0.22367541137195768) | > loss_disc_real_5: 0.23193173110485077 (0.21519421860969887) | > loss_0: 2.4085073471069336 (2.3156251289226386) | > grad_norm_0: tensor(13.0831, device='cuda:0') (tensor(15.3590, device='cuda:0')) | > loss_gen: 2.5648674964904785 (2.5237202732651354) | > loss_kl: 1.6154855489730835 (1.8128863837983873) | > loss_feat: 6.840478897094727 (7.284103103415676) | > loss_mel: 18.583755493164062 (18.817817092572565) | > loss_duration: 2.1282191276550293 (2.062878712775213) | > loss_1: 31.732805252075195 (32.501405534290136) | > grad_norm_1: tensor(263.7357, device='cuda:0') (tensor(180.7049, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.4016 (0.3721448416432376) | > loader_time: 0.0047 (0.003980501618965592)  --> TIME: 2024-06-11 02:29:15 -- STEP: 214/330 -- GLOBAL_STEP: 174675 | > loss_disc: 2.3242902755737305 (2.31723478909965) | > loss_disc_real_0: 0.13311952352523804 (0.115527488047553) | > loss_disc_real_1: 0.18248608708381653 (0.1995158955872616) | > loss_disc_real_2: 0.20840230584144592 (0.21438246652066145) | > loss_disc_real_3: 0.2498214989900589 (0.22469194310012264) | > loss_disc_real_4: 0.24109521508216858 (0.22304616798864346) | > loss_disc_real_5: 0.2503840923309326 (0.21503298256163286) | > loss_0: 2.3242902755737305 (2.31723478909965) | > grad_norm_0: tensor(23.6764, device='cuda:0') (tensor(17.1952, device='cuda:0')) | > loss_gen: 2.6671695709228516 (2.5252546261404185) | > loss_kl: 1.7557520866394043 (1.8146486326912854) | > loss_feat: 6.804177761077881 (7.293711867287894) | > loss_mel: 18.217777252197266 (18.76878486169833) | > loss_duration: 2.1645777225494385 (2.0694683394699442) | > loss_1: 31.609453201293945 (32.47186831001923) | > grad_norm_1: tensor(339.4586, device='cuda:0') (tensor(193.9354, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.4206 (0.3750878973541973) | > loader_time: 0.0048 (0.004102210018122304)  --> TIME: 2024-06-11 02:29:26 -- STEP: 239/330 -- GLOBAL_STEP: 174700 | > loss_disc: 2.215897560119629 (2.317073814040947) | > loss_disc_real_0: 0.0545639768242836 (0.11548167180316718) | > loss_disc_real_1: 0.2184620350599289 (0.19932930944604355) | > loss_disc_real_2: 0.2065037190914154 (0.2139515147298948) | > loss_disc_real_3: 0.23511908948421478 (0.22497310529942294) | > loss_disc_real_4: 0.20410633087158203 (0.2233335146345354) | > loss_disc_real_5: 0.18855176866054535 (0.21513999144402507) | > loss_0: 2.215897560119629 (2.317073814040947) | > grad_norm_0: tensor(13.7366, device='cuda:0') (tensor(20.5192, device='cuda:0')) | > loss_gen: 2.640566110610962 (2.532305516957241) | > loss_kl: 1.8428115844726562 (1.8147902578489552) | > loss_feat: 7.522576332092285 (7.3134970924345515) | > loss_mel: 19.477922439575195 (18.73510451695909) | > loss_duration: 2.1091928482055664 (2.0769178493252354) | > loss_1: 33.59307098388672 (32.4726151901309) | > grad_norm_1: tensor(253.6136, device='cuda:0') (tensor(216.0123, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.4158 (0.37973778616933146) | > loader_time: 0.0054 (0.004227556444112223)  --> TIME: 2024-06-11 02:29:37 -- STEP: 264/330 -- GLOBAL_STEP: 174725 | > loss_disc: 2.3401520252227783 (2.315717292554451) | > loss_disc_real_0: 0.1551395058631897 (0.11451882321500417) | > loss_disc_real_1: 0.23759230971336365 (0.19956150476002332) | > loss_disc_real_2: 0.1968144178390503 (0.21410953930833118) | > loss_disc_real_3: 0.22556571662425995 (0.22496635732099865) | > loss_disc_real_4: 0.19598150253295898 (0.2231394826349887) | > loss_disc_real_5: 0.19178703427314758 (0.21523034962063486) | > loss_0: 2.3401520252227783 (2.315717292554451) | > grad_norm_0: tensor(70.5432, device='cuda:0') (tensor(21.7520, device='cuda:0')) | > loss_gen: 2.5204875469207764 (2.541855912316931) | > loss_kl: 1.8390672206878662 (1.8210399575305707) | > loss_feat: 6.9918694496154785 (7.347199049862948) | > loss_mel: 17.509052276611328 (18.694633028723977) | > loss_duration: 2.1895132064819336 (2.0836085257205084) | > loss_1: 31.04998779296875 (32.48833641138947) | > grad_norm_1: tensor(402.9959, device='cuda:0') (tensor(231.4411, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.4321 (0.3845111167792118) | > loader_time: 0.0055 (0.004357372269485933)  --> TIME: 2024-06-11 02:29:49 -- STEP: 289/330 -- GLOBAL_STEP: 174750 | > loss_disc: 2.1964218616485596 (2.3176220247077297) | > loss_disc_real_0: 0.0642988532781601 (0.11571521594295452) | > loss_disc_real_1: 0.18717515468597412 (0.1998646228371194) | > loss_disc_real_2: 0.2458520531654358 (0.21460447555801032) | > loss_disc_real_3: 0.23390623927116394 (0.2249858369567402) | > loss_disc_real_4: 0.20305894315242767 (0.2231324007766882) | > loss_disc_real_5: 0.22029362618923187 (0.21526277807757105) | > loss_0: 2.1964218616485596 (2.3176220247077297) | > grad_norm_0: tensor(27.6887, device='cuda:0') (tensor(24.9684, device='cuda:0')) | > loss_gen: 2.740330457687378 (2.545911412750562) | > loss_kl: 1.775416612625122 (1.8205235561285051) | > loss_feat: 8.164493560791016 (7.3635242340061495) | > loss_mel: 17.382789611816406 (18.662894338060003) | > loss_duration: 2.22476863861084 (2.0921710746098543) | > loss_1: 32.28779983520508 (32.485024567706375) | > grad_norm_1: tensor(356.1775, device='cuda:0') (tensor(247.4965, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.4485 (0.39048036572017464) | > loader_time: 0.0061 (0.004515067928802592)  --> TIME: 2024-06-11 02:30:01 -- STEP: 314/330 -- GLOBAL_STEP: 174775 | > loss_disc: 2.289673089981079 (2.3210683165082515) | > loss_disc_real_0: 0.16336771845817566 (0.11690769179658905) | > loss_disc_real_1: 0.19069010019302368 (0.19993256511771756) | > loss_disc_real_2: 0.20565176010131836 (0.2146686540952154) | > loss_disc_real_3: 0.2201738953590393 (0.22519167811627597) | > loss_disc_real_4: 0.2052980363368988 (0.22285074299308144) | > loss_disc_real_5: 0.18226157128810883 (0.21533654013257117) | > loss_0: 2.289673089981079 (2.3210683165082515) | > grad_norm_0: tensor(61.7815, device='cuda:0') (tensor(27.1325, device='cuda:0')) | > loss_gen: 2.470163345336914 (2.546430030446145) | > loss_kl: 1.824479103088379 (1.8197863758749264) | > loss_feat: 8.155891418457031 (7.370739066676729) | > loss_mel: 18.639455795288086 (18.618783063949294) | > loss_duration: 2.2679178714752197 (2.1038666086591724) | > loss_1: 33.35791015625 (32.45960512586459) | > grad_norm_1: tensor(463.3823, device='cuda:0') (tensor(261.0698, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.538 (0.3991975412247287) | > loader_time: 0.0079 (0.00472166052289829)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4318015575408936 (2.4318015575408936) | > loss_disc_real_0: 0.07057523727416992 (0.07057523727416992) | > loss_disc_real_1: 0.2636426091194153 (0.2636426091194153) | > loss_disc_real_2: 0.20943836867809296 (0.20943836867809296) | > loss_disc_real_3: 0.32592833042144775 (0.32592833042144775) | > loss_disc_real_4: 0.25859692692756653 (0.25859692692756653) | > loss_disc_real_5: 0.2726224958896637 (0.2726224958896637) | > loss_0: 2.4318015575408936 (2.4318015575408936) | > loss_gen: 2.5966458320617676 (2.5966458320617676) | > loss_kl: 2.547670364379883 (2.547670364379883) | > loss_feat: 6.416501045227051 (6.416501045227051) | > loss_mel: 15.964339256286621 (15.964339256286621) | > loss_duration: 2.919005870819092 (2.919005870819092) | > loss_1: 30.444162368774414 (30.444162368774414)  --> STEP: 1 | > loss_disc: 2.0585098266601562 (2.0585098266601562) | > loss_disc_real_0: 0.0649275928735733 (0.0649275928735733) | > loss_disc_real_1: 0.19927343726158142 (0.19927343726158142) | > loss_disc_real_2: 0.1793520301580429 (0.1793520301580429) | > loss_disc_real_3: 0.25133216381073 (0.25133216381073) | > loss_disc_real_4: 0.24280261993408203 (0.24280261993408203) | > loss_disc_real_5: 0.2708995044231415 (0.2708995044231415) | > loss_0: 2.0585098266601562 (2.0585098266601562) | > loss_gen: 3.043652296066284 (3.043652296066284) | > loss_kl: 2.209825277328491 (2.209825277328491) | > loss_feat: 8.49857234954834 (8.49857234954834) | > loss_mel: 20.715822219848633 (20.715822219848633) | > loss_duration: 2.3544976711273193 (2.3544976711273193) | > loss_1: 36.82236862182617 (36.82236862182617)  --> STEP: 2 | > loss_disc: 2.2507195472717285 (2.1546146869659424) | > loss_disc_real_0: 0.08152516186237335 (0.07322637736797333) | > loss_disc_real_1: 0.2501917779445648 (0.22473260760307312) | > loss_disc_real_2: 0.22388353943824768 (0.2016177847981453) | > loss_disc_real_3: 0.28091809153556824 (0.2661251276731491) | > loss_disc_real_4: 0.20625610649585724 (0.22452936321496964) | > loss_disc_real_5: 0.17109325528144836 (0.22099637985229492) | > loss_0: 2.2507195472717285 (2.1546146869659424) | > loss_gen: 2.534688949584961 (2.7891706228256226) | > loss_kl: 2.740309000015259 (2.475067138671875) | > loss_feat: 5.93722677230835 (7.217899560928345) | > loss_mel: 18.472644805908203 (19.594233512878418) | > loss_duration: 2.42458438873291 (2.3895410299301147) | > loss_1: 32.10945510864258 (34.465911865234375)  --> STEP: 3 | > loss_disc: 2.5081827640533447 (2.272470712661743) | > loss_disc_real_0: 0.19153539836406708 (0.11266271770000458) | > loss_disc_real_1: 0.35053494572639465 (0.266666720310847) | > loss_disc_real_2: 0.2446127086877823 (0.21594942609469095) | > loss_disc_real_3: 0.30056971311569214 (0.27760665615399677) | > loss_disc_real_4: 0.31613320112228394 (0.2550639758507411) | > loss_disc_real_5: 0.3039303719997406 (0.24864104390144348) | > loss_0: 2.5081827640533447 (2.272470712661743) | > loss_gen: 2.8693723678588867 (2.8159045378367105) | > loss_kl: 2.8458995819091797 (2.59867795308431) | > loss_feat: 6.0330915451049805 (6.82296355565389) | > loss_mel: 17.567638397216797 (18.91870180765788) | > loss_duration: 2.1858832836151123 (2.3216551144917807) | > loss_1: 31.50188446044922 (33.47790273030599)  --> STEP: 4 | > loss_disc: 2.022589921951294 (2.210000514984131) | > loss_disc_real_0: 0.053956616669893265 (0.09798619244247675) | > loss_disc_real_1: 0.16233302652835846 (0.24058329686522484) | > loss_disc_real_2: 0.17301344871520996 (0.2052154317498207) | > loss_disc_real_3: 0.26089197397232056 (0.27342798560857773) | > loss_disc_real_4: 0.16835682094097137 (0.23338718712329865) | > loss_disc_real_5: 0.13600921630859375 (0.22048308700323105) | > loss_0: 2.022589921951294 (2.210000514984131) | > loss_gen: 2.8487370014190674 (2.8241126537323) | > loss_kl: 2.984767198562622 (2.695200264453888) | > loss_feat: 11.748472213745117 (8.054340720176697) | > loss_mel: 19.5296573638916 (19.07144069671631) | > loss_duration: 2.280651330947876 (2.3114041686058044) | > loss_1: 39.39228439331055 (34.95649814605713)  --> STEP: 5 | > loss_disc: 2.1329307556152344 (2.1945865631103514) | > loss_disc_real_0: 0.08924940228462219 (0.09623883441090583) | > loss_disc_real_1: 0.3062360882759094 (0.2537138551473618) | > loss_disc_real_2: 0.22368349134922028 (0.20890904366970062) | > loss_disc_real_3: 0.25056031346321106 (0.2688544511795044) | > loss_disc_real_4: 0.20037056505680084 (0.2267838627099991) | > loss_disc_real_5: 0.19098052382469177 (0.2145825743675232) | > loss_0: 2.1329307556152344 (2.1945865631103514) | > loss_gen: 2.770430564880371 (2.813376235961914) | > loss_kl: 1.9896596670150757 (2.5540921449661256) | > loss_feat: 7.388430595397949 (7.921158695220948) | > loss_mel: 20.409486770629883 (19.339049911499025) | > loss_duration: 2.436267614364624 (2.3363768577575685) | > loss_1: 34.9942741394043 (34.964053344726565)  --> STEP: 6 | > loss_disc: 2.668539047241211 (2.273578643798828) | > loss_disc_real_0: 0.1283290535211563 (0.10158720426261425) | > loss_disc_real_1: 0.3644651770591736 (0.2721724087993304) | > loss_disc_real_2: 0.23266729712486267 (0.2128687525788943) | > loss_disc_real_3: 0.28095918893814087 (0.2708719074726105) | > loss_disc_real_4: 0.20423078536987305 (0.22302501648664474) | > loss_disc_real_5: 0.27891406416893005 (0.22530448933442435) | > loss_0: 2.668539047241211 (2.273578643798828) | > loss_gen: 2.161795139312744 (2.7047793865203857) | > loss_kl: 2.2387328147888184 (2.501532256603241) | > loss_feat: 4.668278694152832 (7.379012028376262) | > loss_mel: 14.943609237670898 (18.606476465861004) | > loss_duration: 2.179096221923828 (2.310163418451945) | > loss_1: 26.191511154174805 (33.501962979634605)  --> STEP: 7 | > loss_disc: 2.287750005722046 (2.2756031240735735) | > loss_disc_real_0: 0.08555946499109268 (0.09929752722382545) | > loss_disc_real_1: 0.3139709532260895 (0.27814362943172455) | > loss_disc_real_2: 0.2122340202331543 (0.21277807652950287) | > loss_disc_real_3: 0.33979669213294983 (0.2807183052812304) | > loss_disc_real_4: 0.2855529487133026 (0.23195757823331015) | > loss_disc_real_5: 0.27007538080215454 (0.2317003309726715) | > loss_0: 2.287750005722046 (2.2756031240735735) | > loss_gen: 2.993741035461426 (2.7460596220833913) | > loss_kl: 3.7065210342407227 (2.6736735105514526) | > loss_feat: 6.401926517486572 (7.239428383963449) | > loss_mel: 19.72999382019043 (18.76697894505092) | > loss_duration: 2.4330685138702393 (2.327721289225987) | > loss_1: 35.26525115966797 (33.75386129106794)  --> STEP: 8 | > loss_disc: 2.5504069328308105 (2.309953600168228) | > loss_disc_real_0: 0.2533133625984192 (0.11854950664564967) | > loss_disc_real_1: 0.2481357455253601 (0.274392643943429) | > loss_disc_real_2: 0.17722949385643005 (0.20833450369536877) | > loss_disc_real_3: 0.350350558757782 (0.28942233696579933) | > loss_disc_real_4: 0.1547638177871704 (0.2223083581775427) | > loss_disc_real_5: 0.17291082441806793 (0.22435164265334606) | > loss_0: 2.5504069328308105 (2.309953600168228) | > loss_gen: 2.430513381958008 (2.7066163420677185) | > loss_kl: 2.3095762729644775 (2.6281613558530807) | > loss_feat: 13.617620468139648 (8.036702394485474) | > loss_mel: 21.39132308959961 (19.095021963119507) | > loss_duration: 2.1557693481445312 (2.306227296590805) | > loss_1: 41.90480041503906 (34.77272868156433)  --> STEP: 9 | > loss_disc: 2.4472689628601074 (2.325210862689548) | > loss_disc_real_0: 0.1720651388168335 (0.12449568799800342) | > loss_disc_real_1: 0.25267189741134644 (0.2719792276620865) | > loss_disc_real_2: 0.18464341759681702 (0.2057021607955297) | > loss_disc_real_3: 0.3497611880302429 (0.2961266537507375) | > loss_disc_real_4: 0.18971304595470428 (0.21868665681944954) | > loss_disc_real_5: 0.21220701932907104 (0.22300224006175995) | > loss_0: 2.4472689628601074 (2.325210862689548) | > loss_gen: 2.4392294883728027 (2.676906691657172) | > loss_kl: 2.064892053604126 (2.565575877825419) | > loss_feat: 8.861150741577148 (8.128307766384548) | > loss_mel: 17.82929039001465 (18.95438512166341) | > loss_duration: 2.1090831756591797 (2.284322394265069) | > loss_1: 33.303646087646484 (34.60949728224013)  --> STEP: 10 | > loss_disc: 2.53507661819458 (2.3461974382400514) | > loss_disc_real_0: 0.14207662642002106 (0.1262537818402052) | > loss_disc_real_1: 0.3193221092224121 (0.27671351581811904) | > loss_disc_real_2: 0.25456559658050537 (0.21058850437402726) | > loss_disc_real_3: 0.34427106380462646 (0.3009410947561264) | > loss_disc_real_4: 0.27230650186538696 (0.22404864132404329) | > loss_disc_real_5: 0.35545971989631653 (0.2362479880452156) | > loss_0: 2.53507661819458 (2.3461974382400514) | > loss_gen: 2.6364543437957764 (2.6728614568710327) | > loss_kl: 1.8613580465316772 (2.495154094696045) | > loss_feat: 5.1374831199646 (7.829225301742554) | > loss_mel: 16.655628204345703 (18.72450942993164) | > loss_duration: 2.2789885997772217 (2.2837890148162843) | > loss_1: 28.569910049438477 (34.00553855895996)  --> STEP: 11 | > loss_disc: 2.4289610385894775 (2.353721401908181) | > loss_disc_real_0: 0.15167954564094543 (0.12856521491299977) | > loss_disc_real_1: 0.3065238296985626 (0.27942354435270483) | > loss_disc_real_2: 0.22831544280052185 (0.2122000442309813) | > loss_disc_real_3: 0.3189563751220703 (0.30257884751666675) | > loss_disc_real_4: 0.25219982862472534 (0.22660784016955982) | > loss_disc_real_5: 0.27683329582214355 (0.23993756147948178) | > loss_0: 2.4289610385894775 (2.353721401908181) | > loss_gen: 2.768113613128662 (2.6815207438035444) | > loss_kl: 3.3609282970428467 (2.573860840363936) | > loss_feat: 6.787160873413086 (7.73449217189442) | > loss_mel: 18.46933937072754 (18.701312151822176) | > loss_duration: 2.4633865356445312 (2.3001160621643066) | > loss_1: 33.84893035888672 (33.99130144986239)  --> STEP: 12 | > loss_disc: 2.330300807952881 (2.3517696857452397) | > loss_disc_real_0: 0.07803849875926971 (0.12435465523352225) | > loss_disc_real_1: 0.34346529841423035 (0.28476035719116527) | > loss_disc_real_2: 0.24113065004348755 (0.21461092804869017) | > loss_disc_real_3: 0.225380539894104 (0.29614565521478653) | > loss_disc_real_4: 0.2034253478050232 (0.22467596580584845) | > loss_disc_real_5: 0.16659638285636902 (0.2338257965942224) | > loss_0: 2.330300807952881 (2.3517696857452397) | > loss_gen: 2.4912683963775635 (2.665666381518046) | > loss_kl: 2.5377657413482666 (2.5708529154459634) | > loss_feat: 7.126026630401611 (7.683786710103353) | > loss_mel: 19.047914505004883 (18.73019568125407) | > loss_duration: 2.243150234222412 (2.2953689098358154) | > loss_1: 33.44612503051758 (33.94587008158366)  --> STEP: 13 | > loss_disc: 2.433138847351074 (2.3580288520226116) | > loss_disc_real_0: 0.25393885374069214 (0.13432267050330454) | > loss_disc_real_1: 0.3627895414829254 (0.2907626021366853) | > loss_disc_real_2: 0.2161135971546173 (0.21472651797991532) | > loss_disc_real_3: 0.3604336380958557 (0.3010908846671765) | > loss_disc_real_4: 0.2638409733772278 (0.22768865869595453) | > loss_disc_real_5: 0.2742350101470947 (0.23693419763675103) | > loss_0: 2.433138847351074 (2.3580288520226116) | > loss_gen: 2.9592175483703613 (2.6882472405066857) | > loss_kl: 2.6319591999053955 (2.57555339886592) | > loss_feat: 5.709868907928467 (7.531946879166823) | > loss_mel: 17.502532958984375 (18.635760087233322) | > loss_duration: 2.1381797790527344 (2.283277438237117) | > loss_1: 30.941757202148438 (33.71478447547326)  --> STEP: 14 | > loss_disc: 2.268310308456421 (2.3516203846250265) | > loss_disc_real_0: 0.05257510393857956 (0.1284835586058242) | > loss_disc_real_1: 0.19658643007278442 (0.28403573270354954) | > loss_disc_real_2: 0.17019210755825043 (0.21154548866408213) | > loss_disc_real_3: 0.2863493859767914 (0.3000379204750061) | > loss_disc_real_4: 0.2665637731552124 (0.23046545258590154) | > loss_disc_real_5: 0.26031315326690674 (0.23860412303890502) | > loss_0: 2.268310308456421 (2.3516203846250265) | > loss_gen: 2.7135040760040283 (2.6900513001850674) | > loss_kl: 3.1383249759674072 (2.6157513686588834) | > loss_feat: 7.239898204803467 (7.51108625956944) | > loss_mel: 20.318588256835938 (18.755962099347794) | > loss_duration: 2.3702425956726074 (2.2894892351967946) | > loss_1: 35.78055953979492 (33.86233983721052)  --> STEP: 15 | > loss_disc: 2.2681918144226074 (2.3460584799448654) | > loss_disc_real_0: 0.08094345778226852 (0.12531421855092048) | > loss_disc_real_1: 0.3449035584926605 (0.2880935877561569) | > loss_disc_real_2: 0.17896437644958496 (0.20937341451644897) | > loss_disc_real_3: 0.3055582046508789 (0.30040593942006427) | > loss_disc_real_4: 0.24404123425483704 (0.2313705046971639) | > loss_disc_real_5: 0.2517421543598175 (0.2394799917936325) | > loss_0: 2.2681918144226074 (2.3460584799448654) | > loss_gen: 3.091574192047119 (2.716819492975871) | > loss_kl: 2.774571180343628 (2.6263393561045327) | > loss_feat: 8.228020668029785 (7.558881886800131) | > loss_mel: 19.799474716186523 (18.825529607137046) | > loss_duration: 2.3023805618286133 (2.2903486569722493) | > loss_1: 36.196022033691406 (34.01791865030925)  --> STEP: 16 | > loss_disc: 2.4786360263824463 (2.354344576597214) | > loss_disc_real_0: 0.22399744391441345 (0.1314819201361388) | > loss_disc_real_1: 0.3502376973628998 (0.29197759460657835) | > loss_disc_real_2: 0.19365961849689484 (0.20839130226522684) | > loss_disc_real_3: 0.31191563606262207 (0.30112529546022415) | > loss_disc_real_4: 0.28643977642059326 (0.23481233417987823) | > loss_disc_real_5: 0.22590386867523193 (0.23863148409873247) | > loss_0: 2.4786360263824463 (2.354344576597214) | > loss_gen: 2.9712140560150146 (2.7327191531658173) | > loss_kl: 2.1574690341949463 (2.5970349609851837) | > loss_feat: 7.441379070281982 (7.551537960767746) | > loss_mel: 15.739056587219238 (18.63262504339218) | > loss_duration: 2.3465635776519775 (2.2938620895147324) | > loss_1: 30.655683517456055 (33.80777895450592)  --> STEP: 17 | > loss_disc: 2.8271846771240234 (2.3821587001576146) | > loss_disc_real_0: 0.16149041056632996 (0.1332471254555618) | > loss_disc_real_1: 0.31084758043289185 (0.2930875937728321) | > loss_disc_real_2: 0.2329324185848236 (0.20983489734285019) | > loss_disc_real_3: 0.3471735417842865 (0.3038340158322278) | > loss_disc_real_4: 0.2763427495956421 (0.23725529979257023) | > loss_disc_real_5: 0.2484201192855835 (0.23920728616854725) | > loss_0: 2.8271846771240234 (2.3821587001576146) | > loss_gen: 2.2482988834381104 (2.7042238431818344) | > loss_kl: 2.339120626449585 (2.5818635295419132) | > loss_feat: 5.256951808929443 (7.4165623047772575) | > loss_mel: 16.54142189025879 (18.509613093207864) | > loss_duration: 2.3624210357666016 (2.297894968706019) | > loss_1: 28.748212814331055 (33.51015741684858)  --> STEP: 18 | > loss_disc: 1.8860923051834106 (2.354599455992381) | > loss_disc_real_0: 0.05693859979510307 (0.12900776291886965) | > loss_disc_real_1: 0.16616065800189972 (0.2860360973411136) | > loss_disc_real_2: 0.16603150963783264 (0.20740137580368254) | > loss_disc_real_3: 0.17888951301574707 (0.29689265456464553) | > loss_disc_real_4: 0.1766379177570343 (0.23388766745726267) | > loss_disc_real_5: 0.10749319195747375 (0.23188983649015427) | > loss_0: 1.8860923051834106 (2.354599455992381) | > loss_gen: 2.6690444946289062 (2.702269434928894) | > loss_kl: 3.0022401809692383 (2.605217787954542) | > loss_feat: 11.40656852722168 (7.638229317135281) | > loss_mel: 20.480966567993164 (18.619132730695938) | > loss_duration: 2.2664263248443604 (2.2961467107137046) | > loss_1: 39.82524490356445 (33.860995610555015)  --> STEP: 19 | > loss_disc: 2.315519094467163 (2.352542594859475) | > loss_disc_real_0: 0.13050514459609985 (0.12908657248082914) | > loss_disc_real_1: 0.2482062429189682 (0.284045052371527) | > loss_disc_real_2: 0.20435793697834015 (0.20724119481287503) | > loss_disc_real_3: 0.2934161424636841 (0.29670968024354233) | > loss_disc_real_4: 0.22581566870212555 (0.23346282541751862) | > loss_disc_real_5: 0.21340827643871307 (0.2309171228032363) | > loss_0: 2.315519094467163 (2.352542594859475) | > loss_gen: 2.438732862472534 (2.6883990890101384) | > loss_kl: 1.9990159273147583 (2.573312426868238) | > loss_feat: 5.426700592041016 (7.521833068446109) | > loss_mel: 16.565279006958008 (18.51103516628868) | > loss_duration: 2.3268160820007324 (2.2977608881498637) | > loss_1: 28.75654411315918 (33.59234026858681)  --> STEP: 20 | > loss_disc: 2.301844835281372 (2.3500077068805703) | > loss_disc_real_0: 0.13544058799743652 (0.1294042732566595) | > loss_disc_real_1: 0.22553235292434692 (0.281119417399168) | > loss_disc_real_2: 0.1828966736793518 (0.20602396875619888) | > loss_disc_real_3: 0.27565228939056396 (0.2956568107008934) | > loss_disc_real_4: 0.24868462979793549 (0.23422391563653946) | > loss_disc_real_5: 0.21168136596679688 (0.22995533496141435) | > loss_0: 2.301844835281372 (2.3500077068805703) | > loss_gen: 2.5760207176208496 (2.6827801704406737) | > loss_kl: 2.2846505641937256 (2.558879333734512) | > loss_feat: 7.484705448150635 (7.519976687431336) | > loss_mel: 19.332292556762695 (18.552098035812378) | > loss_duration: 2.299489974975586 (2.29784734249115) | > loss_1: 33.97715759277344 (33.61158113479614)  --> STEP: 21 | > loss_disc: 2.8100786209106445 (2.371915845643907) | > loss_disc_real_0: 0.12959718704223633 (0.12941345962740125) | > loss_disc_real_1: 0.3271671533584595 (0.28331216673056286) | > loss_disc_real_2: 0.21428267657756805 (0.20641724055721647) | > loss_disc_real_3: 0.2878660261631012 (0.29528582096099854) | > loss_disc_real_4: 0.3372439444065094 (0.23912963129225231) | > loss_disc_real_5: 0.3732219636440277 (0.2367775553748721) | > loss_0: 2.8100786209106445 (2.371915845643907) | > loss_gen: 2.27327036857605 (2.6632797036852156) | > loss_kl: 3.1092824935913086 (2.5850890080134072) | > loss_feat: 5.044907569885254 (7.4021162532624745) | > loss_mel: 15.50353717803955 (18.40692847115653) | > loss_duration: 2.228519916534424 (2.2945460364932107) | > loss_1: 28.159515380859375 (33.35195895603725)  --> STEP: 22 | > loss_disc: 2.3183443546295166 (2.3694807778705256) | > loss_disc_real_0: 0.09235667437314987 (0.12772906029766257) | > loss_disc_real_1: 0.2562023103237152 (0.2820799005302516) | > loss_disc_real_2: 0.16455896198749542 (0.20451459153132004) | > loss_disc_real_3: 0.30242273211479187 (0.29561022601344367) | > loss_disc_real_4: 0.26964035630226135 (0.2405164824290709) | > loss_disc_real_5: 0.2706478238105774 (0.23831711303104053) | > loss_0: 2.3183443546295166 (2.3694807778705256) | > loss_gen: 2.6487793922424316 (2.6626205986196343) | > loss_kl: 2.055819034576416 (2.5610312819480896) | > loss_feat: 7.389157295227051 (7.40152720971541) | > loss_mel: 19.751018524169922 (18.46802347356623) | > loss_duration: 2.152092695236206 (2.288070884617892) | > loss_1: 33.99686813354492 (33.381273009560324)  --> STEP: 23 | > loss_disc: 2.2940332889556885 (2.3662004522655327) | > loss_disc_real_0: 0.10897395014762878 (0.12691362072592197) | > loss_disc_real_1: 0.32476651668548584 (0.2839358403630879) | > loss_disc_real_2: 0.23114363849163055 (0.20567237618176834) | > loss_disc_real_3: 0.32578784227371216 (0.2969222962856293) | > loss_disc_real_4: 0.22352859377861023 (0.23977787857470306) | > loss_disc_real_5: 0.23501361906528473 (0.23817348285861636) | > loss_0: 2.2940332889556885 (2.3662004522655327) | > loss_gen: 2.903012275695801 (2.6730724106664243) | > loss_kl: 2.439997911453247 (2.555768961491792) | > loss_feat: 8.016379356384277 (7.428259911744491) | > loss_mel: 19.043807983398438 (18.49305758268937) | > loss_duration: 2.2497634887695312 (2.2864053456679634) | > loss_1: 34.65296173095703 (33.436563823534094)  --> STEP: 24 | > loss_disc: 2.4366884231567383 (2.369137451052666) | > loss_disc_real_0: 0.13653649389743805 (0.12731457377473512) | > loss_disc_real_1: 0.33021610975265503 (0.28586418492098653) | > loss_disc_real_2: 0.2494136542081833 (0.20749492943286896) | > loss_disc_real_3: 0.28197401762008667 (0.29629945134123165) | > loss_disc_real_4: 0.24140073359012604 (0.239845497533679) | > loss_disc_real_5: 0.2787500023841858 (0.23986417117218176) | > loss_0: 2.4366884231567383 (2.369137451052666) | > loss_gen: 2.5646095275878906 (2.6685531238714852) | > loss_kl: 2.4594926834106445 (2.5517574499050775) | > loss_feat: 4.915658473968506 (7.323568185170491) | > loss_mel: 18.538869857788086 (18.49496642748515) | > loss_duration: 2.4629502296447754 (2.2937613825003305) | > loss_1: 30.941579818725586 (33.332606156667076)  --> STEP: 25 | > loss_disc: 2.501452922821045 (2.3744300699234016) | > loss_disc_real_0: 0.16762346029281616 (0.12892692923545837) | > loss_disc_real_1: 0.2597845792770386 (0.2848210006952286) | > loss_disc_real_2: 0.2763906717300415 (0.21025075912475585) | > loss_disc_real_3: 0.29973095655441284 (0.2964367115497589) | > loss_disc_real_4: 0.22993779182434082 (0.23944918930530548) | > loss_disc_real_5: 0.23554842174053192 (0.23969154119491576) | > loss_0: 2.501452922821045 (2.3744300699234016) | > loss_gen: 2.42608380317688 (2.658854351043701) | > loss_kl: 2.5695242881774902 (2.552468123435974) | > loss_feat: 6.866862773895264 (7.305299968719482) | > loss_mel: 18.208925247192383 (18.483524780273438) | > loss_duration: 2.306051254272461 (2.2942529773712157) | > loss_1: 32.37744903564453 (33.29439987182617)  --> STEP: 26 | > loss_disc: 2.195356607437134 (2.367542629058545) | > loss_disc_real_0: 0.18582944571971893 (0.1311154875617761) | > loss_disc_real_1: 0.25483304262161255 (0.2836676176923972) | > loss_disc_real_2: 0.18396443128585815 (0.20923974651556748) | > loss_disc_real_3: 0.2488899528980255 (0.2946079900631538) | > loss_disc_real_4: 0.1598978340625763 (0.23638952179596975) | > loss_disc_real_5: 0.25521913170814514 (0.24028875621465537) | > loss_0: 2.195356607437134 (2.367542629058545) | > loss_gen: 2.7159507274627686 (2.6610503655213575) | > loss_kl: 2.2158451080322266 (2.5395210843819838) | > loss_feat: 10.630863189697266 (7.433206246449397) | > loss_mel: 20.81531524658203 (18.573209028977615) | > loss_duration: 2.2406129837036133 (2.292189900691693) | > loss_1: 38.618587493896484 (33.49917631882887) --> EVAL PERFORMANCE | > avg_loader_time: 0.002392667990464431 (-2.9499714191143396e-05) | > avg_loss_disc: 2.367542629058545 (-0.1025269719270554) | > avg_loss_disc_real_0: 0.1311154875617761 (+0.009352738324266224) | > avg_loss_disc_real_1: 0.2836676176923972 (-0.14156293123960495) | > avg_loss_disc_real_2: 0.20923974651556748 (+0.0056236919302206645) | > avg_loss_disc_real_3: 0.2946079900631538 (+0.061314869958620816) | > avg_loss_disc_real_4: 0.23638952179596975 (-0.011696622348748714) | > avg_loss_disc_real_5: 0.24028875621465537 (+0.006530793240437149) | > avg_loss_0: 2.367542629058545 (-0.1025269719270554) | > avg_loss_gen: 2.6610503655213575 (-0.1023650536170373) | > avg_loss_kl: 2.5395210843819838 (+0.10643750429153442) | > avg_loss_feat: 7.433206246449397 (+0.1866077459775486) | > avg_loss_mel: 18.573209028977615 (-0.360832030956562) | > avg_loss_duration: 2.292189900691693 (+0.008387244664706195) | > avg_loss_1: 33.49917631882887 (-0.16176495185265338)  > EPOCH: 263/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:30:30)   --> TIME: 2024-06-11 02:30:34 -- STEP: 9/330 -- GLOBAL_STEP: 174800 | > loss_disc: 2.3819477558135986 (2.297408766216702) | > loss_disc_real_0: 0.11761534214019775 (0.10064346839984258) | > loss_disc_real_1: 0.17359519004821777 (0.19138357374403211) | > loss_disc_real_2: 0.23558767139911652 (0.21315056582291922) | > loss_disc_real_3: 0.22577300667762756 (0.23033378356032902) | > loss_disc_real_4: 0.24592728912830353 (0.22669167319933572) | > loss_disc_real_5: 0.20364750921726227 (0.23597736159960428) | > loss_0: 2.3819477558135986 (2.297408766216702) | > grad_norm_0: tensor(3.8517, device='cuda:0') (tensor(6.1501, device='cuda:0')) | > loss_gen: 2.4555888175964355 (2.5223404036627874) | > loss_kl: 1.9186937808990479 (1.755113548702664) | > loss_feat: 6.687359809875488 (6.940996434953478) | > loss_mel: 19.072715759277344 (18.996031867133247) | > loss_duration: 2.1514651775360107 (2.225848436355591) | > loss_1: 32.285823822021484 (32.44033114115397) | > grad_norm_1: tensor(45.0319, device='cuda:0') (tensor(72.7804, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.35 (0.35507774353027344) | > loader_time: 0.0031 (0.0029299789004855687)  --> TIME: 2024-06-11 02:30:43 -- STEP: 34/330 -- GLOBAL_STEP: 174825 | > loss_disc: 2.1914660930633545 (2.310842471964219) | > loss_disc_real_0: 0.11774513125419617 (0.10871875965419937) | > loss_disc_real_1: 0.21126075088977814 (0.1971897154169924) | > loss_disc_real_2: 0.22046631574630737 (0.22024610244175968) | > loss_disc_real_3: 0.22753280401229858 (0.22435768255416086) | > loss_disc_real_4: 0.21936585009098053 (0.2219025681124014) | > loss_disc_real_5: 0.19296202063560486 (0.21787027401082656) | > loss_0: 2.1914660930633545 (2.310842471964219) | > grad_norm_0: tensor(9.1737, device='cuda:0') (tensor(9.7044, device='cuda:0')) | > loss_gen: 2.639096260070801 (2.530691623687744) | > loss_kl: 1.914206624031067 (1.7856036249329061) | > loss_feat: 8.062553405761719 (7.231382622438319) | > loss_mel: 19.280900955200195 (18.987904941334445) | > loss_duration: 2.090787172317505 (2.094312176984899) | > loss_1: 33.98754119873047 (32.6298952663646) | > grad_norm_1: tensor(52.8982, device='cuda:0') (tensor(98.1662, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.3575 (0.35316071790807385) | > loader_time: 0.0032 (0.0032288677552167106)  --> TIME: 2024-06-11 02:30:52 -- STEP: 59/330 -- GLOBAL_STEP: 174850 | > loss_disc: 2.318784236907959 (2.3082440303543863) | > loss_disc_real_0: 0.10709713399410248 (0.10983657344418057) | > loss_disc_real_1: 0.208578422665596 (0.1981585200055171) | > loss_disc_real_2: 0.17527252435684204 (0.21446617200212964) | > loss_disc_real_3: 0.221006378531456 (0.22498009290735602) | > loss_disc_real_4: 0.23111246526241302 (0.22522692028748786) | > loss_disc_real_5: 0.23229771852493286 (0.21721069110652147) | > loss_0: 2.318784236907959 (2.3082440303543863) | > grad_norm_0: tensor(7.3615, device='cuda:0') (tensor(8.5119, device='cuda:0')) | > loss_gen: 2.483591079711914 (2.5326023303856293) | > loss_kl: 1.7550976276397705 (1.7805442870673487) | > loss_feat: 7.288955211639404 (7.279621091939635) | > loss_mel: 18.305206298828125 (18.961961228968736) | > loss_duration: 1.9981679916381836 (2.0657954438258024) | > loss_1: 31.831016540527344 (32.62052448725297) | > grad_norm_1: tensor(65.4352, device='cuda:0') (tensor(96.1148, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.3565 (0.3553344637660657) | > loader_time: 0.0035 (0.003354848441431078)  --> TIME: 2024-06-11 02:31:01 -- STEP: 84/330 -- GLOBAL_STEP: 174875 | > loss_disc: 2.2991256713867188 (2.3141110624585832) | > loss_disc_real_0: 0.1122904047369957 (0.11157013050147466) | > loss_disc_real_1: 0.19300433993339539 (0.19917040495645433) | > loss_disc_real_2: 0.2356102019548416 (0.21647186399925322) | > loss_disc_real_3: 0.1807713657617569 (0.2256434283086232) | > loss_disc_real_4: 0.19731734693050385 (0.22393799395788283) | > loss_disc_real_5: 0.1626245081424713 (0.2160617843979881) | > loss_0: 2.2991256713867188 (2.3141110624585832) | > grad_norm_0: tensor(10.3834, device='cuda:0') (tensor(8.7820, device='cuda:0')) | > loss_gen: 2.4298999309539795 (2.5293799752280837) | > loss_kl: 1.7238373756408691 (1.7779030147052945) | > loss_feat: 8.053586959838867 (7.306038708913894) | > loss_mel: 19.298751831054688 (18.927709011804495) | > loss_duration: 2.118171215057373 (2.0541241977896005) | > loss_1: 33.624244689941406 (32.5951548530942) | > grad_norm_1: tensor(209.2589, device='cuda:0') (tensor(101.9658, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.3676 (0.35629850058328544) | > loader_time: 0.0041 (0.003453828039623442)  --> TIME: 2024-06-11 02:31:10 -- STEP: 109/330 -- GLOBAL_STEP: 174900 | > loss_disc: 2.3532562255859375 (2.315548966783995) | > loss_disc_real_0: 0.13521182537078857 (0.1123608790953225) | > loss_disc_real_1: 0.2109145075082779 (0.1992833447565726) | > loss_disc_real_2: 0.23348276317119598 (0.21652147283247852) | > loss_disc_real_3: 0.2574292719364166 (0.2254157566696132) | > loss_disc_real_4: 0.24162451922893524 (0.22246862756549765) | > loss_disc_real_5: 0.26615196466445923 (0.21697962133709445) | > loss_0: 2.3532562255859375 (2.315548966783995) | > grad_norm_0: tensor(40.3440, device='cuda:0') (tensor(10.8269, device='cuda:0')) | > loss_gen: 2.6146481037139893 (2.5337497334961507) | > loss_kl: 1.9010881185531616 (1.7908576847216404) | > loss_feat: 7.179662704467773 (7.295299123186584) | > loss_mel: 19.205305099487305 (18.879777103389067) | > loss_duration: 1.9948394298553467 (2.052710210511443) | > loss_1: 32.895545959472656 (32.552393782029476) | > grad_norm_1: tensor(413.7369, device='cuda:0') (tensor(139.3942, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.3708 (0.3591036730950033) | > loader_time: 0.004 (0.0035670416070780623)  --> TIME: 2024-06-11 02:31:20 -- STEP: 134/330 -- GLOBAL_STEP: 174925 | > loss_disc: 2.1881771087646484 (2.3234223109572674) | > loss_disc_real_0: 0.0987187996506691 (0.11409368071315894) | > loss_disc_real_1: 0.20039106905460358 (0.19986163835916945) | > loss_disc_real_2: 0.2169712781906128 (0.21601775377544005) | > loss_disc_real_3: 0.1996755599975586 (0.2253043664925134) | > loss_disc_real_4: 0.20460101962089539 (0.22332551875221196) | > loss_disc_real_5: 0.19272279739379883 (0.21739888513710962) | > loss_0: 2.1881771087646484 (2.3234223109572674) | > grad_norm_0: tensor(7.5420, device='cuda:0') (tensor(12.9337, device='cuda:0')) | > loss_gen: 2.4988503456115723 (2.5322013008060753) | > loss_kl: 1.8871796131134033 (1.796394172889083) | > loss_feat: 7.732461452484131 (7.283471274731764) | > loss_mel: 18.79433822631836 (18.887355676337847) | > loss_duration: 2.057384490966797 (2.0535143765050967) | > loss_1: 32.97021484375 (32.552936753230306) | > grad_norm_1: tensor(162.7307, device='cuda:0') (tensor(162.7553, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.3546 (0.3612711643105123) | > loader_time: 0.004 (0.0036712493469466027)  --> TIME: 2024-06-11 02:31:30 -- STEP: 159/330 -- GLOBAL_STEP: 174950 | > loss_disc: 2.24165415763855 (2.3299483728108914) | > loss_disc_real_0: 0.14167439937591553 (0.11473928274785948) | > loss_disc_real_1: 0.2046615034341812 (0.19987068639236427) | > loss_disc_real_2: 0.20722532272338867 (0.217762235950374) | > loss_disc_real_3: 0.22792266309261322 (0.226004718703294) | > loss_disc_real_4: 0.21264812350273132 (0.22359655553814756) | > loss_disc_real_5: 0.19129090011119843 (0.21758229665036471) | > loss_0: 2.24165415763855 (2.3299483728108914) | > grad_norm_0: tensor(42.8984, device='cuda:0') (tensor(14.1137, device='cuda:0')) | > loss_gen: 2.528167486190796 (2.528573577508987) | > loss_kl: 1.7309433221817017 (1.7964105726038135) | > loss_feat: 7.496579170227051 (7.283784587428255) | > loss_mel: 18.983259201049805 (18.875903447469067) | > loss_duration: 2.055945634841919 (2.05517677541049) | > loss_1: 32.79489517211914 (32.53984895142369) | > grad_norm_1: tensor(348.4715, device='cuda:0') (tensor(175.4925, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.3613 (0.3646685222409804) | > loader_time: 0.0043 (0.0037908014261497642)  --> TIME: 2024-06-11 02:31:40 -- STEP: 184/330 -- GLOBAL_STEP: 174975 | > loss_disc: 2.4220690727233887 (2.3293141398740853) | > loss_disc_real_0: 0.22868429124355316 (0.11575539300785116) | > loss_disc_real_1: 0.20425187051296234 (0.19985495070400444) | > loss_disc_real_2: 0.1990985870361328 (0.21693977446335813) | > loss_disc_real_3: 0.23276175558567047 (0.226168184986581) | > loss_disc_real_4: 0.22544343769550323 (0.22310594971413203) | > loss_disc_real_5: 0.19822071492671967 (0.21700460026445595) | > loss_0: 2.4220690727233887 (2.3293141398740853) | > grad_norm_0: tensor(56.0533, device='cuda:0') (tensor(16.8398, device='cuda:0')) | > loss_gen: 2.638589859008789 (2.527464182480523) | > loss_kl: 1.6772127151489258 (1.7952438994594242) | > loss_feat: 7.9242777824401855 (7.279205907946047) | > loss_mel: 17.50821304321289 (18.850008093792454) | > loss_duration: 2.0885825157165527 (2.06053782934728) | > loss_1: 31.836875915527344 (32.51245988970219) | > grad_norm_1: tensor(282.5557, device='cuda:0') (tensor(194.7035, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.4041 (0.367826542128687) | > loader_time: 0.0049 (0.003934463729029116)  --> TIME: 2024-06-11 02:31:50 -- STEP: 209/330 -- GLOBAL_STEP: 175000 | > loss_disc: 2.3072118759155273 (2.325267125544938) | > loss_disc_real_0: 0.13252273201942444 (0.11576260761781172) | > loss_disc_real_1: 0.22288604080677032 (0.19914807115445296) | > loss_disc_real_2: 0.20651350915431976 (0.21656752680762534) | > loss_disc_real_3: 0.22939832508563995 (0.22641030574244178) | > loss_disc_real_4: 0.2355920821428299 (0.22345067560672763) | > loss_disc_real_5: 0.1937381476163864 (0.21705220468591846) | > loss_0: 2.3072118759155273 (2.325267125544938) | > grad_norm_0: tensor(20.4727, device='cuda:0') (tensor(19.1808, device='cuda:0')) | > loss_gen: 2.551663398742676 (2.5371967457127917) | > loss_kl: 1.745500922203064 (1.7962073538291967) | > loss_feat: 6.787606239318848 (7.3046339687548185) | > loss_mel: 18.121416091918945 (18.796256371092) | > loss_duration: 2.134573459625244 (2.066696266238199) | > loss_1: 31.340757369995117 (32.50099067140427) | > grad_norm_1: tensor(399.6239, device='cuda:0') (tensor(214.4676, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.4018 (0.3711385966488046) | > loader_time: 0.0052 (0.004048685137735027) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_175000.pth  --> TIME: 2024-06-11 02:32:05 -- STEP: 234/330 -- GLOBAL_STEP: 175025 | > loss_disc: 2.4103336334228516 (2.3209340134237584) | > loss_disc_real_0: 0.11292089521884918 (0.11585807152347177) | > loss_disc_real_1: 0.21155698597431183 (0.19965456114110783) | > loss_disc_real_2: 0.24266445636749268 (0.21645502262135857) | > loss_disc_real_3: 0.23376551270484924 (0.22544998732896954) | > loss_disc_real_4: 0.21387861669063568 (0.2225624683957834) | > loss_disc_real_5: 0.22561447322368622 (0.21604715395941693) | > loss_0: 2.4103336334228516 (2.3209340134237584) | > grad_norm_0: tensor(39.4459, device='cuda:0') (tensor(21.4083, device='cuda:0')) | > loss_gen: 2.5471723079681396 (2.5488267454326667) | > loss_kl: 1.8269853591918945 (1.7976326529796307) | > loss_feat: 7.309450149536133 (7.3317960816570835) | > loss_mel: 18.10515594482422 (18.773243031950077) | > loss_duration: 2.1429150104522705 (2.0741546734785428) | > loss_1: 31.93168067932129 (32.52565314627104) | > grad_norm_1: tensor(404.5492, device='cuda:0') (tensor(226.9155, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.4323 (0.3763751117592182) | > loader_time: 0.0054 (0.004201765753265118)  --> TIME: 2024-06-11 02:32:16 -- STEP: 259/330 -- GLOBAL_STEP: 175050 | > loss_disc: 2.375474452972412 (2.3189535012116322) | > loss_disc_real_0: 0.1748148798942566 (0.11648181438963846) | > loss_disc_real_1: 0.2001851499080658 (0.19940517998109913) | > loss_disc_real_2: 0.2157697230577469 (0.2161652625872822) | > loss_disc_real_3: 0.23839575052261353 (0.22596910849041002) | > loss_disc_real_4: 0.2341882735490799 (0.22237211799529533) | > loss_disc_real_5: 0.23509371280670166 (0.21567683813654778) | > loss_0: 2.375474452972412 (2.3189535012116322) | > grad_norm_0: tensor(7.5124, device='cuda:0') (tensor(22.0749, device='cuda:0')) | > loss_gen: 2.5286426544189453 (2.550665746784579) | > loss_kl: 1.8939905166625977 (1.8003839779084254) | > loss_feat: 6.891660690307617 (7.358952281097648) | > loss_mel: 17.52001190185547 (18.73961963432636) | > loss_duration: 2.1798274517059326 (2.080762925755564) | > loss_1: 31.01413345336914 (32.530384505577565) | > grad_norm_1: tensor(175.6032, device='cuda:0') (tensor(232.2906, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.4162 (0.38067727475552926) | > loader_time: 0.0055 (0.004348827605081799)  --> TIME: 2024-06-11 02:32:27 -- STEP: 284/330 -- GLOBAL_STEP: 175075 | > loss_disc: 2.3674235343933105 (2.323079726225895) | > loss_disc_real_0: 0.10985574126243591 (0.11754194100085698) | > loss_disc_real_1: 0.2044641226530075 (0.1996866793070041) | > loss_disc_real_2: 0.25610774755477905 (0.21592335875185445) | > loss_disc_real_3: 0.22249585390090942 (0.2256964929926563) | > loss_disc_real_4: 0.2083352655172348 (0.22270768828375243) | > loss_disc_real_5: 0.1789373904466629 (0.21588892935657164) | > loss_0: 2.3674235343933105 (2.323079726225895) | > grad_norm_0: tensor(29.3581, device='cuda:0') (tensor(21.9803, device='cuda:0')) | > loss_gen: 2.433964729309082 (2.5446998359451833) | > loss_kl: 1.9417465925216675 (1.809596402544371) | > loss_feat: 7.583905220031738 (7.358936387048641) | > loss_mel: 18.584449768066406 (18.713719972422417) | > loss_duration: 2.1913585662841797 (2.0894693178190322) | > loss_1: 32.73542785644531 (32.516421835187494) | > grad_norm_1: tensor(231.0979, device='cuda:0') (tensor(231.5454, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.4513 (0.38570933358770004) | > loader_time: 0.0063 (0.00452211625139478)  --> TIME: 2024-06-11 02:32:39 -- STEP: 309/330 -- GLOBAL_STEP: 175100 | > loss_disc: 2.3644449710845947 (2.3255520746545915) | > loss_disc_real_0: 0.1246800422668457 (0.11815294139931116) | > loss_disc_real_1: 0.2066093236207962 (0.1998159501544866) | > loss_disc_real_2: 0.22459259629249573 (0.2160205462507446) | > loss_disc_real_3: 0.23198442161083221 (0.2258731857858429) | > loss_disc_real_4: 0.2078777551651001 (0.22303167954810615) | > loss_disc_real_5: 0.2528362572193146 (0.21602764865534205) | > loss_0: 2.3644449710845947 (2.3255520746545915) | > grad_norm_0: tensor(20.5666, device='cuda:0') (tensor(21.5979, device='cuda:0')) | > loss_gen: 2.562082290649414 (2.541078079865589) | > loss_kl: 1.800958275794983 (1.8145396539694283) | > loss_feat: 7.242670059204102 (7.366486081799257) | > loss_mel: 18.169147491455078 (18.668420890388347) | > loss_duration: 2.2579121589660645 (2.1003278536318195) | > loss_1: 32.032772064208984 (32.49085247941006) | > grad_norm_1: tensor(157.4455, device='cuda:0') (tensor(230.7306, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.4753 (0.3927145482652781) | > loader_time: 0.0074 (0.004728458460094857)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4877395629882812 (2.4877395629882812) | > loss_disc_real_0: 0.18551883101463318 (0.18551883101463318) | > loss_disc_real_1: 0.1865612417459488 (0.1865612417459488) | > loss_disc_real_2: 0.24277830123901367 (0.24277830123901367) | > loss_disc_real_3: 0.2682308852672577 (0.2682308852672577) | > loss_disc_real_4: 0.2207571268081665 (0.2207571268081665) | > loss_disc_real_5: 0.26076632738113403 (0.26076632738113403) | > loss_0: 2.4877395629882812 (2.4877395629882812) | > loss_gen: 2.260683536529541 (2.260683536529541) | > loss_kl: 1.5081019401550293 (1.5081019401550293) | > loss_feat: 4.540888786315918 (4.540888786315918) | > loss_mel: 15.594204902648926 (15.594204902648926) | > loss_duration: 2.929978370666504 (2.929978370666504) | > loss_1: 26.833858489990234 (26.833858489990234)  --> STEP: 1 | > loss_disc: 2.2020773887634277 (2.2020773887634277) | > loss_disc_real_0: 0.0944729894399643 (0.0944729894399643) | > loss_disc_real_1: 0.14712576568126678 (0.14712576568126678) | > loss_disc_real_2: 0.2094542235136032 (0.2094542235136032) | > loss_disc_real_3: 0.21962139010429382 (0.21962139010429382) | > loss_disc_real_4: 0.16872642934322357 (0.16872642934322357) | > loss_disc_real_5: 0.2092076539993286 (0.2092076539993286) | > loss_0: 2.2020773887634277 (2.2020773887634277) | > loss_gen: 2.3705527782440186 (2.3705527782440186) | > loss_kl: 1.9318273067474365 (1.9318273067474365) | > loss_feat: 6.677913665771484 (6.677913665771484) | > loss_mel: 19.180871963500977 (19.180871963500977) | > loss_duration: 2.3618791103363037 (2.3618791103363037) | > loss_1: 32.52304458618164 (32.52304458618164)  --> STEP: 2 | > loss_disc: 2.21700119972229 (2.209539294242859) | > loss_disc_real_0: 0.07858095318078995 (0.08652697131037712) | > loss_disc_real_1: 0.17109297215938568 (0.15910936892032623) | > loss_disc_real_2: 0.33490365743637085 (0.27217894047498703) | > loss_disc_real_3: 0.2073771208524704 (0.2134992554783821) | > loss_disc_real_4: 0.1789889633655548 (0.1738576963543892) | > loss_disc_real_5: 0.20440323650836945 (0.20680544525384903) | > loss_0: 2.21700119972229 (2.209539294242859) | > loss_gen: 2.5953314304351807 (2.4829421043395996) | > loss_kl: 2.5868289470672607 (2.2593281269073486) | > loss_feat: 6.059059143066406 (6.368486404418945) | > loss_mel: 19.16610336303711 (19.173487663269043) | > loss_duration: 2.487945795059204 (2.424912452697754) | > loss_1: 32.89527130126953 (32.709157943725586)  --> STEP: 3 | > loss_disc: 1.8255072832107544 (2.081528623898824) | > loss_disc_real_0: 0.06648789346218109 (0.07984727869431178) | > loss_disc_real_1: 0.15502934157848358 (0.1577493598063787) | > loss_disc_real_2: 0.23236988484859467 (0.2589092552661896) | > loss_disc_real_3: 0.17764386534690857 (0.20154745876789093) | > loss_disc_real_4: 0.18856559693813324 (0.17876032988230386) | > loss_disc_real_5: 0.18386629223823547 (0.1991590609153112) | > loss_0: 1.8255072832107544 (2.081528623898824) | > loss_gen: 3.0591561794281006 (2.675013462702433) | > loss_kl: 2.324333906173706 (2.2809967199961343) | > loss_feat: 8.742671966552734 (7.159881591796875) | > loss_mel: 19.35900115966797 (19.23532549540202) | > loss_duration: 2.206141948699951 (2.351988951365153) | > loss_1: 35.69130325317383 (33.703206380208336)  --> STEP: 4 | > loss_disc: 2.2916951179504395 (2.134070247411728) | > loss_disc_real_0: 0.0715065598487854 (0.07776209898293018) | > loss_disc_real_1: 0.14158995449543 (0.1537095084786415) | > loss_disc_real_2: 0.22519639134407043 (0.2504810392856598) | > loss_disc_real_3: 0.27727726101875305 (0.22047990933060646) | > loss_disc_real_4: 0.15936410427093506 (0.17391127347946167) | > loss_disc_real_5: 0.16766104102134705 (0.19128455594182014) | > loss_0: 2.2916951179504395 (2.134070247411728) | > loss_gen: 2.2956576347351074 (2.580174505710602) | > loss_kl: 2.8640713691711426 (2.4267653822898865) | > loss_feat: 8.78273868560791 (7.565595865249634) | > loss_mel: 20.061782836914062 (19.44193983078003) | > loss_duration: 2.3014402389526367 (2.339351773262024) | > loss_1: 36.30569076538086 (34.353827476501465)  --> STEP: 5 | > loss_disc: 2.1143691539764404 (2.1301300287246705) | > loss_disc_real_0: 0.24950312077999115 (0.11211030334234237) | > loss_disc_real_1: 0.1738547831773758 (0.15773856341838838) | > loss_disc_real_2: 0.21503381431102753 (0.24339159429073334) | > loss_disc_real_3: 0.1985158920288086 (0.21608710587024688) | > loss_disc_real_4: 0.1249515563249588 (0.1641193300485611) | > loss_disc_real_5: 0.19957289099693298 (0.19294222295284272) | > loss_0: 2.1143691539764404 (2.1301300287246705) | > loss_gen: 2.6004436016082764 (2.5842283248901365) | > loss_kl: 2.252100944519043 (2.3918324947357177) | > loss_feat: 7.3548102378845215 (7.523438739776611) | > loss_mel: 19.106748580932617 (19.374901580810548) | > loss_duration: 2.3196706771850586 (2.335415554046631) | > loss_1: 33.63377380371094 (34.20981674194336)  --> STEP: 6 | > loss_disc: 2.617250442504883 (2.211316764354706) | > loss_disc_real_0: 0.06753800809383392 (0.10468158746759097) | > loss_disc_real_1: 0.15312238037586212 (0.15696919957796732) | > loss_disc_real_2: 0.18842238187789917 (0.2342300588885943) | > loss_disc_real_3: 0.2245500087738037 (0.21749758968750635) | > loss_disc_real_4: 0.2582441568374634 (0.1798068011800448) | > loss_disc_real_5: 0.20978698134422302 (0.19574968268473944) | > loss_0: 2.617250442504883 (2.211316764354706) | > loss_gen: 1.8424887657165527 (2.4606050650278726) | > loss_kl: 2.3191652297973633 (2.3797212839126587) | > loss_feat: 7.003991603851318 (7.4368642171223955) | > loss_mel: 21.148006439208984 (19.670419057210285) | > loss_duration: 2.1573538780212402 (2.305738608042399) | > loss_1: 34.471004486083984 (34.25334803263346)  --> STEP: 7 | > loss_disc: 2.617034912109375 (2.26927649974823) | > loss_disc_real_0: 0.26794248819351196 (0.12800457328557968) | > loss_disc_real_1: 0.2778681218624115 (0.17424047419003078) | > loss_disc_real_2: 0.3033234477043152 (0.24410054300512588) | > loss_disc_real_3: 0.23096007108688354 (0.21942080131598882) | > loss_disc_real_4: 0.2336258441209793 (0.1874952358858926) | > loss_disc_real_5: 0.2182288020849228 (0.1989609854561942) | > loss_0: 2.617034912109375 (2.26927649974823) | > loss_gen: 2.3243043422698975 (2.441133533205305) | > loss_kl: 3.100522756576538 (2.4826929228646413) | > loss_feat: 4.439335346221924 (7.008645806993757) | > loss_mel: 15.986412048339844 (19.144132341657365) | > loss_duration: 2.4984588623046875 (2.3332700729370117) | > loss_1: 28.34903335571289 (33.4098745073591)  --> STEP: 8 | > loss_disc: 2.392648458480835 (2.2846979945898056) | > loss_disc_real_0: 0.17949989438056946 (0.1344414884224534) | > loss_disc_real_1: 0.17911893129348755 (0.17485028132796288) | > loss_disc_real_2: 0.20004534721374512 (0.23859364353120327) | > loss_disc_real_3: 0.2637929618358612 (0.22496732138097286) | > loss_disc_real_4: 0.21158361434936523 (0.19050628319382668) | > loss_disc_real_5: 0.28967994451522827 (0.21030085533857346) | > loss_0: 2.392648458480835 (2.2846979945898056) | > loss_gen: 2.4432764053344727 (2.441401392221451) | > loss_kl: 2.7641124725341797 (2.5178703665733337) | > loss_feat: 7.959811687469482 (7.127541542053223) | > loss_mel: 18.02737808227539 (19.00453805923462) | > loss_duration: 2.2217178344726562 (2.3193260431289673) | > loss_1: 33.416297912597656 (33.410677433013916)  --> STEP: 9 | > loss_disc: 2.868222236633301 (2.349534021483527) | > loss_disc_real_0: 0.22516493499279022 (0.14452187137471306) | > loss_disc_real_1: 0.09814917296171188 (0.166327935953935) | > loss_disc_real_2: 0.25333189964294434 (0.24023122754361895) | > loss_disc_real_3: 0.2546740174293518 (0.2282680653863483) | > loss_disc_real_4: 0.19771400094032288 (0.19130714072121513) | > loss_disc_real_5: 0.20617571473121643 (0.20984250638220045) | > loss_0: 2.868222236633301 (2.349534021483527) | > loss_gen: 2.20328688621521 (2.414944224887424) | > loss_kl: 2.6884875297546387 (2.5368278291490345) | > loss_feat: 11.625383377075195 (7.627301745944553) | > loss_mel: 19.437942504882812 (19.052694108751083) | > loss_duration: 2.107935905456543 (2.2958382500542536) | > loss_1: 38.06303787231445 (33.927606370713974)  --> STEP: 10 | > loss_disc: 2.696483850479126 (2.384229004383087) | > loss_disc_real_0: 0.15948063135147095 (0.14601774737238885) | > loss_disc_real_1: 0.2040468156337738 (0.17009982392191886) | > loss_disc_real_2: 0.3610890209674835 (0.2523170068860054) | > loss_disc_real_3: 0.2248847484588623 (0.2279297336935997) | > loss_disc_real_4: 0.18167823553085327 (0.19034425020217896) | > loss_disc_real_5: 0.20675607025623322 (0.20953386276960373) | > loss_0: 2.696483850479126 (2.384229004383087) | > loss_gen: 1.9515031576156616 (2.3686001181602476) | > loss_kl: 2.051652431488037 (2.4883102893829347) | > loss_feat: 6.005565643310547 (7.4651281356811525) | > loss_mel: 16.205297470092773 (18.767954444885255) | > loss_duration: 2.315749168395996 (2.297829341888428) | > loss_1: 28.529769897460938 (33.38782272338867)  --> STEP: 11 | > loss_disc: 2.332571029663086 (2.379532824863087) | > loss_disc_real_0: 0.07650064677000046 (0.1396980109539899) | > loss_disc_real_1: 0.12960326671600342 (0.1664183187213811) | > loss_disc_real_2: 0.2602402865886688 (0.25303730504079297) | > loss_disc_real_3: 0.22248201072216034 (0.22743448615074158) | > loss_disc_real_4: 0.2533799409866333 (0.19607476754622025) | > loss_disc_real_5: 0.3039073944091797 (0.21811327473683792) | > loss_0: 2.332571029663086 (2.379532824863087) | > loss_gen: 2.306464672088623 (2.3629514412446455) | > loss_kl: 2.932300567626953 (2.5286730419505727) | > loss_feat: 6.7306413650512695 (7.398356611078436) | > loss_mel: 19.314027786254883 (18.817597475918856) | > loss_duration: 2.409641742706299 (2.307994105599143) | > loss_1: 33.693077087402344 (33.41557312011719)  --> STEP: 12 | > loss_disc: 2.3745265007019043 (2.3791156311829886) | > loss_disc_real_0: 0.08661000430583954 (0.13527401039997736) | > loss_disc_real_1: 0.16508828103542328 (0.1663074822475513) | > loss_disc_real_2: 0.27518197894096375 (0.25488269453247386) | > loss_disc_real_3: 0.27930742502212524 (0.23175723105669022) | > loss_disc_real_4: 0.20593249797821045 (0.19689624508221945) | > loss_disc_real_5: 0.24079592525959015 (0.22000349561373392) | > loss_0: 2.3745265007019043 (2.3791156311829886) | > loss_gen: 2.3077073097229004 (2.3583477636178336) | > loss_kl: 2.1871087551116943 (2.5002093513806662) | > loss_feat: 6.180878639221191 (7.296900113423665) | > loss_mel: 18.563556671142578 (18.796427408854168) | > loss_duration: 2.149567127227783 (2.29479185740153) | > loss_1: 31.388818740844727 (33.24667692184448)  --> STEP: 13 | > loss_disc: 2.4702036380767822 (2.3861224009440494) | > loss_disc_real_0: 0.15712466835975647 (0.13695483024303728) | > loss_disc_real_1: 0.24852289259433746 (0.17263174458191946) | > loss_disc_real_2: 0.22554367780685425 (0.2526258470920416) | > loss_disc_real_3: 0.26362180709838867 (0.23420835229066703) | > loss_disc_real_4: 0.2245323657989502 (0.19902210052196795) | > loss_disc_real_5: 0.2205486297607422 (0.22004542900965765) | > loss_0: 2.4702036380767822 (2.3861224009440494) | > loss_gen: 2.2249975204467773 (2.3480900526046753) | > loss_kl: 2.8654837608337402 (2.5283073828770566) | > loss_feat: 6.929234027862549 (7.268618106842041) | > loss_mel: 15.488731384277344 (18.54198925311749) | > loss_duration: 2.167084217071533 (2.284968192760761) | > loss_1: 29.67552947998047 (32.97197327247033)  --> STEP: 14 | > loss_disc: 2.4305520057678223 (2.3892959441457475) | > loss_disc_real_0: 0.08138394355773926 (0.13298548119408743) | > loss_disc_real_1: 0.13956715166568756 (0.17026998794504575) | > loss_disc_real_2: 0.24254609644412994 (0.25190586490290506) | > loss_disc_real_3: 0.26418328285217285 (0.236349418759346) | > loss_disc_real_4: 0.21995900571346283 (0.2005175937499319) | > loss_disc_real_5: 0.1913459151983261 (0.21799546373741968) | > loss_0: 2.4305520057678223 (2.3892959441457475) | > loss_gen: 2.1093618869781494 (2.3310380407742093) | > loss_kl: 2.7662241458892822 (2.5453014373779297) | > loss_feat: 6.39265775680542 (7.206049510410854) | > loss_mel: 20.43090057373047 (18.67691149030413) | > loss_duration: 2.3629000186920166 (2.2905347517558505) | > loss_1: 34.06204605102539 (33.049835613795686)  --> STEP: 15 | > loss_disc: 2.545825242996216 (2.399731230735779) | > loss_disc_real_0: 0.1394767165184021 (0.13341823021570842) | > loss_disc_real_1: 0.12372802942991257 (0.16716719071070354) | > loss_disc_real_2: 0.20080143213272095 (0.2484989027182261) | > loss_disc_real_3: 0.23509372770786285 (0.23626570602258046) | > loss_disc_real_4: 0.23308445513248444 (0.20268871784210205) | > loss_disc_real_5: 0.24490618705749512 (0.21978951195875804) | > loss_0: 2.545825242996216 (2.399731230735779) | > loss_gen: 2.13327956199646 (2.317854142189026) | > loss_kl: 2.9649758338928223 (2.5732797304789226) | > loss_feat: 9.782986640930176 (7.377845319112142) | > loss_mel: 18.7888240814209 (18.684372329711913) | > loss_duration: 2.372105121612549 (2.295972776412964) | > loss_1: 36.042171478271484 (33.2493246714274)  --> STEP: 16 | > loss_disc: 2.4144225120544434 (2.4006494358181953) | > loss_disc_real_0: 0.2351679801940918 (0.13977758958935738) | > loss_disc_real_1: 0.24396738409996033 (0.17196720279753208) | > loss_disc_real_2: 0.20652183890342712 (0.24587533622980118) | > loss_disc_real_3: 0.22095806896686554 (0.23530897870659828) | > loss_disc_real_4: 0.15973222255706787 (0.20000393688678741) | > loss_disc_real_5: 0.1504889279603958 (0.2154582254588604) | > loss_0: 2.4144225120544434 (2.4006494358181953) | > loss_gen: 2.565171480178833 (2.333311475813389) | > loss_kl: 2.77091121673584 (2.58563169836998) | > loss_feat: 8.35986042022705 (7.439221262931824) | > loss_mel: 19.309329986572266 (18.723432183265686) | > loss_duration: 2.364145278930664 (2.30023355782032) | > loss_1: 35.369415283203125 (33.381830334663384)  --> STEP: 17 | > loss_disc: 2.5233633518218994 (2.407867901465472) | > loss_disc_real_0: 0.15895140171051025 (0.14090546089060166) | > loss_disc_real_1: 0.17815376818180084 (0.17233111840837143) | > loss_disc_real_2: 0.3234627842903137 (0.2504393037627725) | > loss_disc_real_3: 0.21510235965251923 (0.23412035405635834) | > loss_disc_real_4: 0.24511542916297913 (0.2026575540795046) | > loss_disc_real_5: 0.2125953882932663 (0.21528982327264898) | > loss_0: 2.5233633518218994 (2.407867901465472) | > loss_gen: 2.2964253425598145 (2.331141703269061) | > loss_kl: 1.7193899154663086 (2.534676299375646) | > loss_feat: 5.412664890289307 (7.320012064541087) | > loss_mel: 17.761560440063477 (18.666851492489087) | > loss_duration: 2.3619775772094727 (2.3038655589608585) | > loss_1: 29.552017211914062 (33.156547209795775)  --> STEP: 18 | > loss_disc: 2.378281593322754 (2.4062242176797657) | > loss_disc_real_0: 0.07386267930269241 (0.1371808619134956) | > loss_disc_real_1: 0.14088691771030426 (0.17058421836958992) | > loss_disc_real_2: 0.20009690523147583 (0.24764250384436715) | > loss_disc_real_3: 0.2132919430732727 (0.2329632201128536) | > loss_disc_real_4: 0.19238954782485962 (0.20208710928757986) | > loss_disc_real_5: 0.18216805160045624 (0.21344972484641606) | > loss_0: 2.378281593322754 (2.4062242176797657) | > loss_gen: 2.0459015369415283 (2.3152950273619757) | > loss_kl: 2.833723783493042 (2.5512900484932794) | > loss_feat: 9.34122371673584 (7.432301600774129) | > loss_mel: 19.56795883178711 (18.716913011338974) | > loss_duration: 2.211663246154785 (2.29874320824941) | > loss_1: 36.00046920776367 (33.31454287634955)  --> STEP: 19 | > loss_disc: 2.622785806655884 (2.4176221960469295) | > loss_disc_real_0: 0.09703603386878967 (0.13506797622693212) | > loss_disc_real_1: 0.12230091542005539 (0.16804299189856178) | > loss_disc_real_2: 0.27718687057495117 (0.24919747051439786) | > loss_disc_real_3: 0.2744347155094147 (0.2351459303968831) | > loss_disc_real_4: 0.26546579599380493 (0.20542282964053907) | > loss_disc_real_5: 0.30701279640197754 (0.21837409703355087) | > loss_0: 2.622785806655884 (2.4176221960469295) | > loss_gen: 2.0375864505767822 (2.3006787864785445) | > loss_kl: 2.0157766342163086 (2.523105131952386) | > loss_feat: 5.5305495262146 (7.332209386323628) | > loss_mel: 19.094181060791016 (18.73676922446803) | > loss_duration: 2.290862560272217 (2.2983284373032418) | > loss_1: 30.968955993652344 (33.19109093515496)  --> STEP: 20 | > loss_disc: 2.293215751647949 (2.4114018738269807) | > loss_disc_real_0: 0.1483193337917328 (0.13573054410517216) | > loss_disc_real_1: 0.21097472310066223 (0.1701895784586668) | > loss_disc_real_2: 0.2860501706600189 (0.25104010552167894) | > loss_disc_real_3: 0.2504866421222687 (0.2359129659831524) | > loss_disc_real_4: 0.21661396324634552 (0.20598238632082938) | > loss_disc_real_5: 0.25535687804222107 (0.22022323608398436) | > loss_0: 2.293215751647949 (2.4114018738269807) | > loss_gen: 2.7217960357666016 (2.3217346489429476) | > loss_kl: 2.233774423599243 (2.508638596534729) | > loss_feat: 6.742101192474365 (7.3027039766311646) | > loss_mel: 18.284061431884766 (18.71413383483887) | > loss_duration: 2.299612045288086 (2.298392617702484) | > loss_1: 32.28134536743164 (33.14560365676879)  --> STEP: 21 | > loss_disc: 2.249199628829956 (2.4036779573985507) | > loss_disc_real_0: 0.13790863752365112 (0.13583426283938543) | > loss_disc_real_1: 0.18413107097148895 (0.1708534590545155) | > loss_disc_real_2: 0.2468051314353943 (0.2508384400889987) | > loss_disc_real_3: 0.1613846868276596 (0.2323640003090813) | > loss_disc_real_4: 0.16552585363388062 (0.20405588476430803) | > loss_disc_real_5: 0.2083262801170349 (0.2196567143712725) | > loss_0: 2.249199628829956 (2.4036779573985507) | > loss_gen: 2.3323097229003906 (2.3222382238933017) | > loss_kl: 1.9311057329177856 (2.4811370316005887) | > loss_feat: 5.995481014251709 (7.240455264136905) | > loss_mel: 18.58855628967285 (18.708153951735724) | > loss_duration: 2.1428959369659424 (2.290988013857887) | > loss_1: 30.99034881591797 (33.04297247387113)  --> STEP: 22 | > loss_disc: 2.3033223152160645 (2.399116337299347) | > loss_disc_real_0: 0.12582407891750336 (0.13537925447929988) | > loss_disc_real_1: 0.3137916922569275 (0.17735065147280696) | > loss_disc_real_2: 0.24248969554901123 (0.25045895170081744) | > loss_disc_real_3: 0.2276010364294052 (0.23214750195091421) | > loss_disc_real_4: 0.1632518768310547 (0.20220115713097833) | > loss_disc_real_5: 0.20410649478435516 (0.2189498862082308) | > loss_0: 2.3033223152160645 (2.399116337299347) | > loss_gen: 2.418766736984253 (2.326625883579254) | > loss_kl: 2.4729862213134766 (2.480766540223902) | > loss_feat: 6.872148513793945 (7.223714048212225) | > loss_mel: 20.370433807373047 (18.783712126991965) | > loss_duration: 2.189896583557129 (2.2863929488442163) | > loss_1: 34.3242301940918 (33.10121146115389)  --> STEP: 23 | > loss_disc: 2.1940650939941406 (2.3902010658512944) | > loss_disc_real_0: 0.0766892358660698 (0.13282751453959424) | > loss_disc_real_1: 0.2151806801557541 (0.17899543532858725) | > loss_disc_real_2: 0.262973427772522 (0.25100305935610895) | > loss_disc_real_3: 0.2071644514799118 (0.23106128236521845) | > loss_disc_real_4: 0.16572433710098267 (0.200615208434022) | > loss_disc_real_5: 0.24393397569656372 (0.2200361509685931) | > loss_0: 2.1940650939941406 (2.3902010658512944) | > loss_gen: 2.50150465965271 (2.3342293086259263) | > loss_kl: 2.1899478435516357 (2.4681222490642383) | > loss_feat: 5.365971565246582 (7.142942635909371) | > loss_mel: 17.347394943237305 (18.721263553785242) | > loss_duration: 2.2853403091430664 (2.286347181900688) | > loss_1: 29.69015884399414 (32.952904825625204)  --> STEP: 24 | > loss_disc: 2.279153347015381 (2.385574077566465) | > loss_disc_real_0: 0.11028219759464264 (0.1318881263335546) | > loss_disc_real_1: 0.11249030381441116 (0.17622438818216324) | > loss_disc_real_2: 0.17914630472660065 (0.24800902791321278) | > loss_disc_real_3: 0.2580423057079315 (0.23218549167116484) | > loss_disc_real_4: 0.20655474066734314 (0.2008626889437437) | > loss_disc_real_5: 0.2399490624666214 (0.22086585561434427) | > loss_0: 2.279153347015381 (2.385574077566465) | > loss_gen: 2.273512601852417 (2.3316994458436966) | > loss_kl: 2.5433852672576904 (2.471258208155632) | > loss_feat: 6.303639888763428 (7.107971688111623) | > loss_mel: 18.567401885986328 (18.714852650960285) | > loss_duration: 2.3894777297973633 (2.2906442880630493) | > loss_1: 32.077415466308594 (32.916426102320344)  --> STEP: 25 | > loss_disc: 2.3374812602996826 (2.3836503648757934) | > loss_disc_real_0: 0.13032613694667816 (0.13182564675807953) | > loss_disc_real_1: 0.24961423873901367 (0.17915998220443727) | > loss_disc_real_2: 0.16716861724853516 (0.24477541148662568) | > loss_disc_real_3: 0.1860608458518982 (0.23034050583839416) | > loss_disc_real_4: 0.2520367205142975 (0.20290965020656584) | > loss_disc_real_5: 0.24011118710041046 (0.22163566887378694) | > loss_0: 2.3374812602996826 (2.3836503648757934) | > loss_gen: 2.371511220932007 (2.333291916847229) | > loss_kl: 2.6209919452667236 (2.4772475576400756) | > loss_feat: 7.2147955894470215 (7.112244644165039) | > loss_mel: 16.784536361694336 (18.63763999938965) | > loss_duration: 2.3212451934814453 (2.2918683242797853) | > loss_1: 31.313079833984375 (32.8522922515869)  --> STEP: 26 | > loss_disc: 2.733757734298706 (2.397116032930521) | > loss_disc_real_0: 0.23384982347488403 (0.1357496535548797) | > loss_disc_real_1: 0.14102600514888763 (0.1776932907792238) | > loss_disc_real_2: 0.26498302817344666 (0.24555262751304185) | > loss_disc_real_3: 0.1891564279794693 (0.22875650284382013) | > loss_disc_real_4: 0.21926584839820862 (0.20353873475239828) | > loss_disc_real_5: 0.22971631586551666 (0.22194646298885345) | > loss_0: 2.733757734298706 (2.397116032930521) | > loss_gen: 1.883048176765442 (2.315974849921006) | > loss_kl: 2.08528470993042 (2.4621720634973965) | > loss_feat: 11.231402397155762 (7.270673788510836) | > loss_mel: 20.82412338256836 (18.721735514127293) | > loss_duration: 2.260932683944702 (2.290678491959205) | > loss_1: 38.2847900390625 (33.06123447418212) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023508071899414062 (-4.186080052302494e-05) | > avg_loss_disc: 2.397116032930521 (+0.029573403871975934) | > avg_loss_disc_real_0: 0.1357496535548797 (+0.004634165993103595) | > avg_loss_disc_real_1: 0.1776932907792238 (-0.10597432691317338) | > avg_loss_disc_real_2: 0.24555262751304185 (+0.03631288099747437) | > avg_loss_disc_real_3: 0.22875650284382013 (-0.06585148721933368) | > avg_loss_disc_real_4: 0.20353873475239828 (-0.03285078704357147) | > avg_loss_disc_real_5: 0.22194646298885345 (-0.018342293225801914) | > avg_loss_0: 2.397116032930521 (+0.029573403871975934) | > avg_loss_gen: 2.315974849921006 (-0.3450755156003513) | > avg_loss_kl: 2.4621720634973965 (-0.07734902088458728) | > avg_loss_feat: 7.270673788510836 (-0.16253245793856141) | > avg_loss_mel: 18.721735514127293 (+0.14852648514967726) | > avg_loss_duration: 2.290678491959205 (-0.0015114087324876735) | > avg_loss_1: 33.06123447418212 (-0.4379418446467511)  > EPOCH: 264/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:33:11)   --> TIME: 2024-06-11 02:33:14 -- STEP: 4/330 -- GLOBAL_STEP: 175125 | > loss_disc: 2.3236701488494873 (2.3395787477493286) | > loss_disc_real_0: 0.111109159886837 (0.10770436748862267) | > loss_disc_real_1: 0.16818147897720337 (0.19148503988981247) | > loss_disc_real_2: 0.24030031263828278 (0.2273721918463707) | > loss_disc_real_3: 0.2195858657360077 (0.21791263669729233) | > loss_disc_real_4: 0.23139525949954987 (0.23810669034719467) | > loss_disc_real_5: 0.19215722382068634 (0.2118505872786045) | > loss_0: 2.3236701488494873 (2.3395787477493286) | > grad_norm_0: tensor(6.2415, device='cuda:0') (tensor(6.2497, device='cuda:0')) | > loss_gen: 2.532064437866211 (2.439117670059204) | > loss_kl: 1.9197163581848145 (1.9660036861896515) | > loss_feat: 6.657951831817627 (6.704639554023743) | > loss_mel: 20.053295135498047 (19.420977115631104) | > loss_duration: 2.2475087642669678 (2.2644066214561462) | > loss_1: 33.4105339050293 (32.79514408111572) | > grad_norm_1: tensor(158.3061, device='cuda:0') (tensor(113.9986, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3538 (0.3571343421936035) | > loader_time: 0.0038 (0.0032016634941101074)  --> TIME: 2024-06-11 02:33:23 -- STEP: 29/330 -- GLOBAL_STEP: 175150 | > loss_disc: 2.2698349952697754 (2.335313607906473) | > loss_disc_real_0: 0.13973143696784973 (0.11009942714510293) | > loss_disc_real_1: 0.23226425051689148 (0.19516671217721085) | > loss_disc_real_2: 0.2230156809091568 (0.2163699803681209) | > loss_disc_real_3: 0.22279104590415955 (0.2282551383150035) | > loss_disc_real_4: 0.23277492821216583 (0.22982245426753473) | > loss_disc_real_5: 0.22885006666183472 (0.22346747332605824) | > loss_0: 2.2698349952697754 (2.335313607906473) | > grad_norm_0: tensor(14.8139, device='cuda:0') (tensor(9.8186, device='cuda:0')) | > loss_gen: 2.834080696105957 (2.55334996354991) | > loss_kl: 1.7659611701965332 (1.8310839595465824) | > loss_feat: 7.595847129821777 (7.352733677831189) | > loss_mel: 19.13437843322754 (19.22256015909129) | > loss_duration: 2.0574848651885986 (2.0999871574599167) | > loss_1: 33.387752532958984 (33.0597148106016) | > grad_norm_1: tensor(116.9053, device='cuda:0') (tensor(123.8004, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3742 (0.3598522400033885) | > loader_time: 0.0034 (0.0035096612469903356)  --> TIME: 2024-06-11 02:33:32 -- STEP: 54/330 -- GLOBAL_STEP: 175175 | > loss_disc: 2.2407798767089844 (2.327868496930159) | > loss_disc_real_0: 0.10704952478408813 (0.11288249713403208) | > loss_disc_real_1: 0.19149339199066162 (0.1972661435052201) | > loss_disc_real_2: 0.20507881045341492 (0.21270515548962135) | > loss_disc_real_3: 0.2048533409833908 (0.2258425043136985) | > loss_disc_real_4: 0.22374823689460754 (0.22796305655329316) | > loss_disc_real_5: 0.22497521340847015 (0.2200574196047253) | > loss_0: 2.2407798767089844 (2.327868496930159) | > grad_norm_0: tensor(10.0218, device='cuda:0') (tensor(11.5080, device='cuda:0')) | > loss_gen: 2.5350143909454346 (2.5383635008776624) | > loss_kl: 1.677431344985962 (1.8142577829184356) | > loss_feat: 7.517043113708496 (7.305896856166698) | > loss_mel: 18.48194694519043 (18.995009775514955) | > loss_duration: 2.022225856781006 (2.068116294013129) | > loss_1: 32.23366165161133 (32.721644224943944) | > grad_norm_1: tensor(58.4625, device='cuda:0') (tensor(147.3223, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3723 (0.3643901436417191) | > loader_time: 0.0034 (0.003557876304343895)  --> TIME: 2024-06-11 02:33:42 -- STEP: 79/330 -- GLOBAL_STEP: 175200 | > loss_disc: 2.178175926208496 (2.3187787412088134) | > loss_disc_real_0: 0.10524657368659973 (0.11252222276186641) | > loss_disc_real_1: 0.15774568915367126 (0.19739430086522167) | > loss_disc_real_2: 0.22693222761154175 (0.21308927596369875) | > loss_disc_real_3: 0.18169207870960236 (0.22597943717920327) | > loss_disc_real_4: 0.19763976335525513 (0.22653747227373003) | > loss_disc_real_5: 0.18408192694187164 (0.2176067425480372) | > loss_0: 2.178175926208496 (2.3187787412088134) | > grad_norm_0: tensor(38.6451, device='cuda:0') (tensor(13.3254, device='cuda:0')) | > loss_gen: 2.573974132537842 (2.550334320792669) | > loss_kl: 1.8551298379898071 (1.8105120613605161) | > loss_feat: 8.092740058898926 (7.370134854618507) | > loss_mel: 18.908525466918945 (18.970011457612244) | > loss_duration: 1.9832696914672852 (2.0552465764782095) | > loss_1: 33.413639068603516 (32.756239347820056) | > grad_norm_1: tensor(374.2137, device='cuda:0') (tensor(170.0318, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.4082 (0.36572208887414076) | > loader_time: 0.0037 (0.003661466550223435)  --> TIME: 2024-06-11 02:33:51 -- STEP: 104/330 -- GLOBAL_STEP: 175225 | > loss_disc: 2.3670406341552734 (2.3155092940880713) | > loss_disc_real_0: 0.11176687479019165 (0.11383348402495568) | > loss_disc_real_1: 0.19976267218589783 (0.19785475200758534) | > loss_disc_real_2: 0.2143431156873703 (0.21301504554083714) | > loss_disc_real_3: 0.2346401810646057 (0.2252757865935564) | > loss_disc_real_4: 0.20796333253383636 (0.22453134048443574) | > loss_disc_real_5: 0.22020003199577332 (0.21609370367458233) | > loss_0: 2.3670406341552734 (2.3155092940880713) | > grad_norm_0: tensor(55.2100, device='cuda:0') (tensor(17.3123, device='cuda:0')) | > loss_gen: 2.567089319229126 (2.5569117481891928) | > loss_kl: 1.7279313802719116 (1.8087150271122272) | > loss_feat: 7.3962321281433105 (7.34652021756539) | > loss_mel: 18.973560333251953 (18.95026320677537) | > loss_duration: 2.0788235664367676 (2.0523790774437103) | > loss_1: 32.74363708496094 (32.714789445583655) | > grad_norm_1: tensor(490.3285, device='cuda:0') (tensor(199.4279, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3516 (0.36433322154558617) | > loader_time: 0.0046 (0.0037116660521580623)  --> TIME: 2024-06-11 02:34:01 -- STEP: 129/330 -- GLOBAL_STEP: 175250 | > loss_disc: 2.4225614070892334 (2.308133616927984) | > loss_disc_real_0: 0.11746522784233093 (0.11155198442265969) | > loss_disc_real_1: 0.2023988515138626 (0.19816846845223926) | > loss_disc_real_2: 0.21417006850242615 (0.21146903793479122) | > loss_disc_real_3: 0.21913260221481323 (0.2251964683911597) | > loss_disc_real_4: 0.2613038718700409 (0.2232593427332797) | > loss_disc_real_5: 0.22472351789474487 (0.21620246837305468) | > loss_0: 2.4225614070892334 (2.308133616927984) | > grad_norm_0: tensor(7.0961, device='cuda:0') (tensor(17.9046, device='cuda:0')) | > loss_gen: 2.5621602535247803 (2.5742651787839193) | > loss_kl: 1.7447770833969116 (1.8047435690266218) | > loss_feat: 6.749958038330078 (7.374691863392675) | > loss_mel: 18.828723907470703 (18.903191322504085) | > loss_duration: 2.009659767150879 (2.052023636278257) | > loss_1: 31.895278930664062 (32.70891574002053) | > grad_norm_1: tensor(155.2527, device='cuda:0') (tensor(219.7672, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3737 (0.36697940678559526) | > loader_time: 0.0041 (0.003799874653187833)  --> TIME: 2024-06-11 02:34:10 -- STEP: 154/330 -- GLOBAL_STEP: 175275 | > loss_disc: 2.2727832794189453 (2.309675354462167) | > loss_disc_real_0: 0.11006193608045578 (0.11201710841775715) | > loss_disc_real_1: 0.24542473256587982 (0.1987391675447489) | > loss_disc_real_2: 0.19919411838054657 (0.21287666861113017) | > loss_disc_real_3: 0.23891353607177734 (0.22572397179417797) | > loss_disc_real_4: 0.20740735530853271 (0.221933577935417) | > loss_disc_real_5: 0.2236447036266327 (0.2146690416258651) | > loss_0: 2.2727832794189453 (2.309675354462167) | > grad_norm_0: tensor(49.8475, device='cuda:0') (tensor(20.8716, device='cuda:0')) | > loss_gen: 2.6318747997283936 (2.5777030331747874) | > loss_kl: 1.834241271018982 (1.8077647740190679) | > loss_feat: 7.016134262084961 (7.4038637768138535) | > loss_mel: 18.076030731201172 (18.940775982745276) | > loss_duration: 2.0628886222839355 (2.0536232428117245) | > loss_1: 31.621170043945312 (32.78373096515607) | > grad_norm_1: tensor(325.5635, device='cuda:0') (tensor(240.3574, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3725 (0.367744400903776) | > loader_time: 0.0039 (0.003878790062743348)  --> TIME: 2024-06-11 02:34:20 -- STEP: 179/330 -- GLOBAL_STEP: 175300 | > loss_disc: 2.252518653869629 (2.3108264214499714) | > loss_disc_real_0: 0.12172184884548187 (0.11249706392597886) | > loss_disc_real_1: 0.18954633176326752 (0.19845401316714686) | > loss_disc_real_2: 0.21547482907772064 (0.21379699037727698) | > loss_disc_real_3: 0.24631443619728088 (0.22564002047370932) | > loss_disc_real_4: 0.20370487868785858 (0.2217351536178056) | > loss_disc_real_5: 0.20818950235843658 (0.21497482044736765) | > loss_0: 2.252518653869629 (2.3108264214499714) | > grad_norm_0: tensor(45.5824, device='cuda:0') (tensor(22.3551, device='cuda:0')) | > loss_gen: 2.6308257579803467 (2.5742979915448414) | > loss_kl: 1.9221359491348267 (1.80637721176254) | > loss_feat: 7.487575054168701 (7.413017552658166) | > loss_mel: 18.585851669311523 (18.911088634469642) | > loss_duration: 2.1101653575897217 (2.0586554497979885) | > loss_1: 32.73655319213867 (32.76343694079521) | > grad_norm_1: tensor(431.7337, device='cuda:0') (tensor(256.7401, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.3871 (0.37062137086964186) | > loader_time: 0.005 (0.003994596737057138)  --> TIME: 2024-06-11 02:34:30 -- STEP: 204/330 -- GLOBAL_STEP: 175325 | > loss_disc: 2.3851399421691895 (2.312819635166842) | > loss_disc_real_0: 0.18890199065208435 (0.11246186124124363) | > loss_disc_real_1: 0.19261899590492249 (0.19879711930658303) | > loss_disc_real_2: 0.21965385973453522 (0.21349575626207332) | > loss_disc_real_3: 0.22482801973819733 (0.22540072534306377) | > loss_disc_real_4: 0.2263197898864746 (0.22166416626058372) | > loss_disc_real_5: 0.21465210616588593 (0.21520936394146845) | > loss_0: 2.3851399421691895 (2.312819635166842) | > grad_norm_0: tensor(42.3887, device='cuda:0') (tensor(23.8134, device='cuda:0')) | > loss_gen: 2.565673589706421 (2.5727991052702364) | > loss_kl: 1.7379262447357178 (1.8055159630728703) | > loss_feat: 7.90731143951416 (7.419599967844346) | > loss_mel: 19.148374557495117 (18.88560678444655) | > loss_duration: 2.066065788269043 (2.065261818614662) | > loss_1: 33.42535400390625 (32.74878374735516) | > grad_norm_1: tensor(270.8132, device='cuda:0') (tensor(273.8453, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.4045 (0.37398187085693957) | > loader_time: 0.0053 (0.004128166273528454)  --> TIME: 2024-06-11 02:34:41 -- STEP: 229/330 -- GLOBAL_STEP: 175350 | > loss_disc: 2.314608097076416 (2.310408391286193) | > loss_disc_real_0: 0.07321583479642868 (0.11420541749575773) | > loss_disc_real_1: 0.22512811422348022 (0.19846764577788556) | > loss_disc_real_2: 0.21502022445201874 (0.21354817914650429) | > loss_disc_real_3: 0.21568302810192108 (0.22508066326509918) | > loss_disc_real_4: 0.22513537108898163 (0.22063430603674927) | > loss_disc_real_5: 0.1965337097644806 (0.21484486199102026) | > loss_0: 2.314608097076416 (2.310408391286193) | > grad_norm_0: tensor(27.6699, device='cuda:0') (tensor(26.1270, device='cuda:0')) | > loss_gen: 2.4802064895629883 (2.578481630466911) | > loss_kl: 1.942944884300232 (1.804017148684206) | > loss_feat: 7.140923500061035 (7.438633327400841) | > loss_mel: 18.802888870239258 (18.84761945233073) | > loss_duration: 2.1526196002960205 (2.0727352158992067) | > loss_1: 32.51958084106445 (32.7414868867033) | > grad_norm_1: tensor(283.4058, device='cuda:0') (tensor(280.8791, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.4118 (0.37792416118638483) | > loader_time: 0.0055 (0.004264777404252097)  --> TIME: 2024-06-11 02:34:51 -- STEP: 254/330 -- GLOBAL_STEP: 175375 | > loss_disc: 2.2483742237091064 (2.309737270272624) | > loss_disc_real_0: 0.14303243160247803 (0.11454953990994006) | > loss_disc_real_1: 0.22044837474822998 (0.1982566704313586) | > loss_disc_real_2: 0.2324746698141098 (0.21301985977906882) | > loss_disc_real_3: 0.23473180830478668 (0.2250292124006692) | > loss_disc_real_4: 0.22076138854026794 (0.2214870332615582) | > loss_disc_real_5: 0.2504086196422577 (0.21466778476876536) | > loss_0: 2.2483742237091064 (2.309737270272624) | > grad_norm_0: tensor(34.1449, device='cuda:0') (tensor(26.5345, device='cuda:0')) | > loss_gen: 2.720062017440796 (2.5800557502611414) | > loss_kl: 1.7627688646316528 (1.8038923998517313) | > loss_feat: 7.707507133483887 (7.460516289463193) | > loss_mel: 17.848220825195312 (18.81546742146408) | > loss_duration: 2.100576400756836 (2.0790236709624783) | > loss_1: 32.139137268066406 (32.7389556704544) | > grad_norm_1: tensor(489.9456, device='cuda:0') (tensor(290.8265, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.4168 (0.3815073300534346) | > loader_time: 0.0059 (0.004392777840922197)  --> TIME: 2024-06-11 02:35:02 -- STEP: 279/330 -- GLOBAL_STEP: 175400 | > loss_disc: 2.497262477874756 (2.3103955638024125) | > loss_disc_real_0: 0.10634078830480576 (0.11436915489774878) | > loss_disc_real_1: 0.20385058224201202 (0.19825693745980555) | > loss_disc_real_2: 0.24333076179027557 (0.21330276115607189) | > loss_disc_real_3: 0.26286780834198 (0.2251116979506708) | > loss_disc_real_4: 0.2471785843372345 (0.2213697862881486) | > loss_disc_real_5: 0.22689728438854218 (0.21441530898266795) | > loss_0: 2.497262477874756 (2.3103955638024125) | > grad_norm_0: tensor(36.3246, device='cuda:0') (tensor(27.0903, device='cuda:0')) | > loss_gen: 2.558319568634033 (2.5781137011811723) | > loss_kl: 1.8545423746109009 (1.8074185493599129) | > loss_feat: 7.86773681640625 (7.469674553067881) | > loss_mel: 18.8201904296875 (18.789597972746805) | > loss_duration: 2.166027307510376 (2.0870779945004387) | > loss_1: 33.266815185546875 (32.73188288835645) | > grad_norm_1: tensor(276.6358, device='cuda:0') (tensor(301.9456, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.4308 (0.38586724445384035) | > loader_time: 0.0062 (0.0045364321773624745)  --> TIME: 2024-06-11 02:35:14 -- STEP: 304/330 -- GLOBAL_STEP: 175425 | > loss_disc: 2.398472547531128 (2.3132987453749325) | > loss_disc_real_0: 0.06322439014911652 (0.11538571662171498) | > loss_disc_real_1: 0.1787034422159195 (0.19926461048032107) | > loss_disc_real_2: 0.23156589269638062 (0.2134498496000704) | > loss_disc_real_3: 0.2319503277540207 (0.22488259646649422) | > loss_disc_real_4: 0.2219265103340149 (0.22119548362924865) | > loss_disc_real_5: 0.23176024854183197 (0.21450604336630347) | > loss_0: 2.398472547531128 (2.3132987453749325) | > grad_norm_0: tensor(43.6297, device='cuda:0') (tensor(28.8764, device='cuda:0')) | > loss_gen: 2.5592005252838135 (2.576551166804213) | > loss_kl: 1.767091155052185 (1.8083790281885548) | > loss_feat: 7.696349143981934 (7.48606253611414) | > loss_mel: 18.421350479125977 (18.753833293914777) | > loss_duration: 2.2264513969421387 (2.0968290771308724) | > loss_1: 32.670440673828125 (32.72165520567646) | > grad_norm_1: tensor(472.9795, device='cuda:0') (tensor(312.7638, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.4735 (0.39197301394061035) | > loader_time: 0.0071 (0.004723737898625824)  --> TIME: 2024-06-11 02:35:43 -- STEP: 329/330 -- GLOBAL_STEP: 175450 | > loss_disc: 2.4252912998199463 (2.3188791948973613) | > loss_disc_real_0: 0.18739211559295654 (0.1174882598855394) | > loss_disc_real_1: 0.3495399057865143 (0.20071532230790262) | > loss_disc_real_2: 0.1643957793712616 (0.21370326811419432) | > loss_disc_real_3: 0.15688815712928772 (0.2247335053414197) | > loss_disc_real_4: 0.21812012791633606 (0.22134671330814304) | > loss_disc_real_5: 0.19563151895999908 (0.2144780938476776) | > loss_0: 2.4252912998199463 (2.3188791948973613) | > grad_norm_0: tensor(21.2894, device='cuda:0') (tensor(29.6645, device='cuda:0')) | > loss_gen: 2.6714136600494385 (2.576563532229252) | > loss_kl: 1.9881999492645264 (1.8149766048761848) | > loss_feat: 12.111455917358398 (7.6078586737797975) | > loss_mel: 19.722747802734375 (18.74014531515288) | > loss_duration: 2.2701215744018555 (2.1103948633721568) | > loss_1: 38.763938903808594 (32.849939079632534) | > grad_norm_1: tensor(384.0104, device='cuda:0') (tensor(317.3444, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 14.4337 (0.4479925458554439) | > loader_time: 0.0337 (0.005190681903920275)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2568960189819336 (2.2568960189819336) | > loss_disc_real_0: 0.13369706273078918 (0.13369706273078918) | > loss_disc_real_1: 0.19033780694007874 (0.19033780694007874) | > loss_disc_real_2: 0.18714071810245514 (0.18714071810245514) | > loss_disc_real_3: 0.22614814341068268 (0.22614814341068268) | > loss_disc_real_4: 0.24405556917190552 (0.24405556917190552) | > loss_disc_real_5: 0.22553785145282745 (0.22553785145282745) | > loss_0: 2.2568960189819336 (2.2568960189819336) | > loss_gen: 2.3505194187164307 (2.3505194187164307) | > loss_kl: 1.7603055238723755 (1.7603055238723755) | > loss_feat: 5.579100131988525 (5.579100131988525) | > loss_mel: 14.959714889526367 (14.959714889526367) | > loss_duration: 2.852403163909912 (2.852403163909912) | > loss_1: 27.502042770385742 (27.502042770385742)  --> STEP: 1 | > loss_disc: 2.334312915802002 (2.334312915802002) | > loss_disc_real_0: 0.06727644801139832 (0.06727644801139832) | > loss_disc_real_1: 0.1359460949897766 (0.1359460949897766) | > loss_disc_real_2: 0.22619903087615967 (0.22619903087615967) | > loss_disc_real_3: 0.31727704405784607 (0.31727704405784607) | > loss_disc_real_4: 0.2811541259288788 (0.2811541259288788) | > loss_disc_real_5: 0.2810588479042053 (0.2810588479042053) | > loss_0: 2.334312915802002 (2.334312915802002) | > loss_gen: 2.3409528732299805 (2.3409528732299805) | > loss_kl: 3.0053153038024902 (3.0053153038024902) | > loss_feat: 5.980462074279785 (5.980462074279785) | > loss_mel: 18.956270217895508 (18.956270217895508) | > loss_duration: 2.4014782905578613 (2.4014782905578613) | > loss_1: 32.684478759765625 (32.684478759765625)  --> STEP: 2 | > loss_disc: 2.2396116256713867 (2.2869622707366943) | > loss_disc_real_0: 0.08070284128189087 (0.07398964464664459) | > loss_disc_real_1: 0.13241080939769745 (0.13417845219373703) | > loss_disc_real_2: 0.21827784180641174 (0.2222384363412857) | > loss_disc_real_3: 0.23052188754081726 (0.27389946579933167) | > loss_disc_real_4: 0.31803926825523376 (0.2995966970920563) | > loss_disc_real_5: 0.29811766743659973 (0.2895882576704025) | > loss_0: 2.2396116256713867 (2.2869622707366943) | > loss_gen: 2.661004066467285 (2.500978469848633) | > loss_kl: 2.457167387008667 (2.7312413454055786) | > loss_feat: 7.27107048034668 (6.625766277313232) | > loss_mel: 21.812976837158203 (20.384623527526855) | > loss_duration: 2.3972907066345215 (2.3993844985961914) | > loss_1: 36.59950637817383 (34.64199256896973)  --> STEP: 3 | > loss_disc: 2.232133150100708 (2.2686858971913657) | > loss_disc_real_0: 0.11975018680095673 (0.08924315869808197) | > loss_disc_real_1: 0.154511958360672 (0.14095628758271536) | > loss_disc_real_2: 0.3237317204475403 (0.25606953104337055) | > loss_disc_real_3: 0.2668059170246124 (0.2715349495410919) | > loss_disc_real_4: 0.3394676744937897 (0.3128870228926341) | > loss_disc_real_5: 0.25679811835289 (0.2786582112312317) | > loss_0: 2.232133150100708 (2.2686858971913657) | > loss_gen: 2.9126570224761963 (2.638204654057821) | > loss_kl: 2.7803854942321777 (2.7476227283477783) | > loss_feat: 6.086305618286133 (6.445946057637532) | > loss_mel: 18.472726821899414 (19.747324625651043) | > loss_duration: 2.2671456336975098 (2.3553048769632974) | > loss_1: 32.519222259521484 (33.93440246582031)  --> STEP: 4 | > loss_disc: 2.2687296867370605 (2.2686968445777893) | > loss_disc_real_0: 0.10003041476011276 (0.09193997271358967) | > loss_disc_real_1: 0.14542584121227264 (0.14207367599010468) | > loss_disc_real_2: 0.24109669029712677 (0.2523263208568096) | > loss_disc_real_3: 0.21752452850341797 (0.25803234428167343) | > loss_disc_real_4: 0.18762825429439545 (0.2815723307430744) | > loss_disc_real_5: 0.17268042266368866 (0.25216376408934593) | > loss_0: 2.2687296867370605 (2.2686968445777893) | > loss_gen: 2.566171884536743 (2.6201964616775513) | > loss_kl: 2.3634281158447266 (2.6515740752220154) | > loss_feat: 8.452981948852539 (6.947705030441284) | > loss_mel: 18.789087295532227 (19.507765293121338) | > loss_duration: 2.2621283531188965 (2.3320107460021973) | > loss_1: 34.43379592895508 (34.059250831604004)  --> STEP: 5 | > loss_disc: 2.0646145343780518 (2.2278803825378417) | > loss_disc_real_0: 0.07589614391326904 (0.08873120695352554) | > loss_disc_real_1: 0.26631632447242737 (0.1669222056865692) | > loss_disc_real_2: 0.2034749686717987 (0.24255605041980743) | > loss_disc_real_3: 0.15982013940811157 (0.23838990330696105) | > loss_disc_real_4: 0.16753584146499634 (0.2587650328874588) | > loss_disc_real_5: 0.1410100907087326 (0.22993302941322327) | > loss_0: 2.0646145343780518 (2.2278803825378417) | > loss_gen: 2.5624465942382812 (2.6086464881896974) | > loss_kl: 2.2384424209594727 (2.568947744369507) | > loss_feat: 6.899855136871338 (6.938135051727295) | > loss_mel: 19.86962127685547 (19.580136489868163) | > loss_duration: 2.3014018535614014 (2.325888967514038) | > loss_1: 33.871768951416016 (34.02175445556641)  --> STEP: 6 | > loss_disc: 2.340329170227051 (2.24662184715271) | > loss_disc_real_0: 0.07397466152906418 (0.08627178271611531) | > loss_disc_real_1: 0.2178633213043213 (0.17541239162286124) | > loss_disc_real_2: 0.20002509653568268 (0.23546755810578665) | > loss_disc_real_3: 0.26787641644477844 (0.24330432216326395) | > loss_disc_real_4: 0.26506006717681885 (0.2598142052690188) | > loss_disc_real_5: 0.2526582181453705 (0.23372056086858115) | > loss_0: 2.340329170227051 (2.24662184715271) | > loss_gen: 2.523857355117798 (2.5945149660110474) | > loss_kl: 2.2949423789978027 (2.5232801834742227) | > loss_feat: 6.583272457122803 (6.87899128595988) | > loss_mel: 20.605554580688477 (19.751039505004883) | > loss_duration: 2.0997865200042725 (2.2882052262624106) | > loss_1: 34.1074104309082 (34.0360304514567)  --> STEP: 7 | > loss_disc: 2.296252727508545 (2.2537119729178294) | > loss_disc_real_0: 0.056998200714588165 (0.08208984243018287) | > loss_disc_real_1: 0.19364327192306519 (0.17801680309431894) | > loss_disc_real_2: 0.2708151340484619 (0.2405172118118831) | > loss_disc_real_3: 0.2595326006412506 (0.24562264766011918) | > loss_disc_real_4: 0.24551613628864288 (0.257771623986108) | > loss_disc_real_5: 0.21963413059711456 (0.23170821368694305) | > loss_0: 2.296252727508545 (2.2537119729178294) | > loss_gen: 2.560384511947632 (2.589639186859131) | > loss_kl: 3.077822685241699 (2.6025005408695767) | > loss_feat: 8.038763999938965 (7.044673102242606) | > loss_mel: 20.97633171081543 (19.926081248692103) | > loss_duration: 2.5208921432495117 (2.321446214403425) | > loss_1: 37.1741943359375 (34.484339577811106)  --> STEP: 8 | > loss_disc: 2.84175968170166 (2.327217936515808) | > loss_disc_real_0: 0.20464006066322327 (0.09740861970931292) | > loss_disc_real_1: 0.2271520346403122 (0.1841587070375681) | > loss_disc_real_2: 0.19268649816513062 (0.23453837260603905) | > loss_disc_real_3: 0.28199106454849243 (0.25016869977116585) | > loss_disc_real_4: 0.19812846183776855 (0.25031622871756554) | > loss_disc_real_5: 0.16852465271949768 (0.22381026856601238) | > loss_0: 2.84175968170166 (2.327217936515808) | > loss_gen: 1.8242743015289307 (2.493968576192856) | > loss_kl: 2.4912049770355225 (2.58858859539032) | > loss_feat: 8.621356964111328 (7.241758584976196) | > loss_mel: 18.388580322265625 (19.733893632888794) | > loss_duration: 2.151366710662842 (2.300186276435852) | > loss_1: 33.476783752441406 (34.35839509963989)  --> STEP: 9 | > loss_disc: 2.3093976974487305 (2.3252379099527993) | > loss_disc_real_0: 0.14511510729789734 (0.10270934055248897) | > loss_disc_real_1: 0.1629764437675476 (0.18180512222978804) | > loss_disc_real_2: 0.22450707852840424 (0.23342378437519073) | > loss_disc_real_3: 0.21801075339317322 (0.24659559461805555) | > loss_disc_real_4: 0.17816078662872314 (0.24229895737436083) | > loss_disc_real_5: 0.20054051280021667 (0.22122474014759064) | > loss_0: 2.3093976974487305 (2.3252379099527993) | > loss_gen: 2.296234369277954 (2.471998108757867) | > loss_kl: 2.581122636795044 (2.5877590444352894) | > loss_feat: 9.166818618774414 (7.455654144287109) | > loss_mel: 20.2883243560791 (19.795497046576607) | > loss_duration: 2.1300740242004395 (2.2812849150763617) | > loss_1: 36.46257400512695 (34.59219275580512)  --> STEP: 10 | > loss_disc: 2.470930814743042 (2.3398072004318236) | > loss_disc_real_0: 0.1487380564212799 (0.10731221213936806) | > loss_disc_real_1: 0.22280234098434448 (0.1859048441052437) | > loss_disc_real_2: 0.2682364583015442 (0.23690505176782609) | > loss_disc_real_3: 0.29843083024024963 (0.251779118180275) | > loss_disc_real_4: 0.21185699105262756 (0.2392547607421875) | > loss_disc_real_5: 0.20335297286510468 (0.21943756341934204) | > loss_0: 2.470930814743042 (2.3398072004318236) | > loss_gen: 2.379931926727295 (2.4627914905548094) | > loss_kl: 1.8435415029525757 (2.513337290287018) | > loss_feat: 6.225144386291504 (7.332603168487549) | > loss_mel: 17.294841766357422 (19.545431518554686) | > loss_duration: 2.387258529663086 (2.291882276535034) | > loss_1: 30.130718231201172 (34.14604530334473)  --> STEP: 11 | > loss_disc: 2.579402208328247 (2.361588564786044) | > loss_disc_real_0: 0.1528066098690033 (0.11144806647842581) | > loss_disc_real_1: 0.13155722618103027 (0.18096415156667883) | > loss_disc_real_2: 0.3014691174030304 (0.24277451228011737) | > loss_disc_real_3: 0.339581161737442 (0.2597611221400174) | > loss_disc_real_4: 0.2912845313549042 (0.2439847398887981) | > loss_disc_real_5: 0.2916950583457947 (0.2260064265944741) | > loss_0: 2.579402208328247 (2.361588564786044) | > loss_gen: 2.3832108974456787 (2.4555568911812524) | > loss_kl: 2.5377378463745117 (2.5155555226586084) | > loss_feat: 5.91336727142334 (7.2035817232998935) | > loss_mel: 17.30742645263672 (19.341976512562145) | > loss_duration: 2.40746808052063 (2.302390076897361) | > loss_1: 30.549211502075195 (33.819060412320226)  --> STEP: 12 | > loss_disc: 2.0134670734405518 (2.332578440507253) | > loss_disc_real_0: 0.034903064370155334 (0.1050693163027366) | > loss_disc_real_1: 0.17075082659721375 (0.18011304115255675) | > loss_disc_real_2: 0.19045579433441162 (0.23841461911797523) | > loss_disc_real_3: 0.18737441301345825 (0.25372889637947077) | > loss_disc_real_4: 0.1489444077014923 (0.23606471220652261) | > loss_disc_real_5: 0.17179712653160095 (0.221488984922568) | > loss_0: 2.0134670734405518 (2.332578440507253) | > loss_gen: 2.4414782524108887 (2.4543836712837224) | > loss_kl: 2.2075300216674805 (2.489886730909348) | > loss_feat: 7.498459339141846 (7.228154857953389) | > loss_mel: 20.3182315826416 (19.42333110173543) | > loss_duration: 2.222869396209717 (2.295763353506724) | > loss_1: 34.688568115234375 (33.89151938756307)  --> STEP: 13 | > loss_disc: 2.176623582839966 (2.3205819129943848) | > loss_disc_real_0: 0.12557965517044067 (0.10664703467717537) | > loss_disc_real_1: 0.19193631410598755 (0.18102252368743604) | > loss_disc_real_2: 0.2520487308502197 (0.2394633969435325) | > loss_disc_real_3: 0.30941271781921387 (0.258012267259451) | > loss_disc_real_4: 0.21557337045669556 (0.23448845514884362) | > loss_disc_real_5: 0.23221811652183533 (0.22231430273789626) | > loss_0: 2.176623582839966 (2.3205819129943848) | > loss_gen: 2.794113874435425 (2.4805167638338537) | > loss_kl: 2.5661842823028564 (2.4957557733242335) | > loss_feat: 5.86690616607666 (7.123443420116718) | > loss_mel: 16.166423797607422 (19.172799770648663) | > loss_duration: 2.1669225692749023 (2.28585252395043) | > loss_1: 29.560550689697266 (33.5583679492657)  --> STEP: 14 | > loss_disc: 2.348353862762451 (2.3225656236921037) | > loss_disc_real_0: 0.13781794905662537 (0.10887352856142181) | > loss_disc_real_1: 0.14569038152694702 (0.1784987992474011) | > loss_disc_real_2: 0.20345266163349152 (0.23689120156424387) | > loss_disc_real_3: 0.2535892724990845 (0.25769633906228195) | > loss_disc_real_4: 0.2668723165988922 (0.23680158810956137) | > loss_disc_real_5: 0.18987363576889038 (0.21999711224011012) | > loss_0: 2.348353862762451 (2.3225656236921037) | > loss_gen: 2.309159994125366 (2.4682769945689613) | > loss_kl: 3.1099812984466553 (2.539629025118692) | > loss_feat: 6.414210796356201 (7.072783946990967) | > loss_mel: 19.896766662597656 (19.224511691502162) | > loss_duration: 2.3512396812438965 (2.290523035185678) | > loss_1: 34.08135986328125 (33.59572451455252)  --> STEP: 15 | > loss_disc: 2.536475896835327 (2.3368263085683187) | > loss_disc_real_0: 0.11427359282970428 (0.10923353284597397) | > loss_disc_real_1: 0.3210972249507904 (0.18800536096096038) | > loss_disc_real_2: 0.306282639503479 (0.24151729742685954) | > loss_disc_real_3: 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 --> STEP: 19 | > loss_disc: 2.2829573154449463 (2.370336319270887) | > loss_disc_real_0: 0.06762273609638214 (0.11195285186955803) | > loss_disc_real_1: 0.11351685225963593 (0.18268267418208875) | > loss_disc_real_2: 0.23555633425712585 (0.2431782005648864) | > loss_disc_real_3: 0.250934898853302 (0.2710125148296355) | > loss_disc_real_4: 0.24907906353473663 (0.23793457134773857) | > loss_disc_real_5: 0.22878827154636383 (0.23411227605844798) | > loss_0: 2.2829573154449463 (2.370336319270887) | > loss_gen: 2.678050994873047 (2.497906032361483) | > loss_kl: 1.588860273361206 (2.4925771386999838) | > loss_feat: 9.277815818786621 (7.270269920951442) | > loss_mel: 18.923274993896484 (19.11189179671438) | > loss_duration: 2.3094637393951416 (2.2964702656394556) | > loss_1: 34.7774658203125 (33.66911506652832)  --> STEP: 20 | > loss_disc: 2.4493305683135986 (2.3742860317230225) | > loss_disc_real_0: 0.15364551544189453 (0.11403748504817486) | > loss_disc_real_1: 0.21921668946743011 (0.18450937494635583) | > loss_disc_real_2: 0.19388802349567413 (0.2407136917114258) | > loss_disc_real_3: 0.27879029512405396 (0.27140140384435646) | > loss_disc_real_4: 0.25007185339927673 (0.23854143545031548) | > loss_disc_real_5: 0.2633399963378906 (0.23557366207242011) | > loss_0: 2.4493305683135986 (2.3742860317230225) | > loss_gen: 2.5729689598083496 (2.501659178733826) | > loss_kl: 2.1710777282714844 (2.4765021681785586) | > loss_feat: 5.687493801116943 (7.191131114959717) | > loss_mel: 18.508726119995117 (19.08173351287842) | > loss_duration: 2.273466110229492 (2.2953200578689574) | > loss_1: 31.213733673095703 (33.54634599685669)  --> STEP: 21 | > loss_disc: 2.1025748252868652 (2.36134740284511) | > loss_disc_real_0: 0.04641222953796387 (0.11081723478578386) | > loss_disc_real_1: 0.11521173268556595 (0.18120948721965155) | > loss_disc_real_2: 0.2729828357696533 (0.24225031761896043) | > loss_disc_real_3: 0.24528217315673828 (0.2701576309544699) | > loss_disc_real_4: 0.2453869730234146 (0.23886741342998685) | > loss_disc_real_5: 0.2314540445804596 (0.23537748981089818) | > loss_0: 2.1025748252868652 (2.36134740284511) | > loss_gen: 2.6368751525878906 (2.508098034631639) | > loss_kl: 3.5543549060821533 (2.5278284890311107) | > loss_feat: 7.565291881561279 (7.208948294321696) | > loss_mel: 17.264066696166992 (18.995177950177872) | > loss_duration: 2.154600143432617 (2.288619109562465) | > loss_1: 33.17518615722656 (33.528671718779066)  --> STEP: 22 | > loss_disc: 2.425997734069824 (2.364286054264415) | > loss_disc_real_0: 0.0957234650850296 (0.11013115434484048) | > loss_disc_real_1: 0.1531568169593811 (0.1799343658441847) | > loss_disc_real_2: 0.1828078031539917 (0.23954838514328003) | > loss_disc_real_3: 0.22235260903835297 (0.26798467541282817) | > loss_disc_real_4: 0.1744643747806549 (0.23594000258228995) | > loss_disc_real_5: 0.26246538758277893 (0.23660875789143823) | > loss_0: 2.425997734069824 (2.364286054264415) | > loss_gen: 2.0350570678710938 (2.4865961725061596) | > loss_kl: 2.082977056503296 (2.507607969370756) | > loss_feat: 7.772456645965576 (7.234562310305509) | > loss_mel: 18.580202102661133 (18.976315411654383) | > loss_duration: 2.154738664627075 (2.282533634792675) | > loss_1: 32.625431060791016 (33.48761532523415)  --> STEP: 23 | > loss_disc: 2.317225217819214 (2.3622399309407105) | > loss_disc_real_0: 0.057064104825258255 (0.10782389132224995) | > loss_disc_real_1: 0.22785072028636932 (0.18201768560254056) | > loss_disc_real_2: 0.2625085115432739 (0.24054665150849716) | > loss_disc_real_3: 0.2951550781726837 (0.2691659972719523) | > loss_disc_real_4: 0.25482243299484253 (0.23676097781761832) | > loss_disc_real_5: 0.29676762223243713 (0.23922436068887296) | > loss_0: 2.317225217819214 (2.3622399309407105) | > loss_gen: 2.7352797985076904 (2.4974085040714438) | > loss_kl: 2.6408793926239014 (2.5134023790774145) | > loss_feat: 6.554600715637207 (7.204998762711234) | > loss_mel: 17.947978973388672 (18.931605131729786) | > loss_duration: 2.298004150390625 (2.283206265905629) | > loss_1: 32.17674255371094 (33.430620856907055)  --> STEP: 24 | > loss_disc: 2.4476377964019775 (2.36579817533493) | > loss_disc_real_0: 0.09883373975753784 (0.10744930167372028) | > loss_disc_real_1: 0.17782551050186157 (0.18184301164001226) | > loss_disc_real_2: 0.24374207854270935 (0.24067979430158934) | > loss_disc_real_3: 0.2892032861709595 (0.2700008843094109) | > loss_disc_real_4: 0.23950806260108948 (0.23687543968359628) | > loss_disc_real_5: 0.2314668446779251 (0.23890113085508347) | > loss_0: 2.4476377964019775 (2.36579817533493) | > loss_gen: 2.357210874557495 (2.4915669361750292) | > loss_kl: 2.5909345149993896 (2.51663288474083) | > loss_feat: 6.782153129577637 (7.1873801946640015) | > loss_mel: 16.698596954345703 (18.83856312433878) | > loss_duration: 2.4221901893615723 (2.2889972627162933) | > loss_1: 30.851085662841797 (33.32314022382101)  --> STEP: 25 | > loss_disc: 2.6631908416748047 (2.3776938819885247) | > loss_disc_real_0: 0.11413708329200745 (0.10771681293845177) | > loss_disc_real_1: 0.13665351271629333 (0.18003543168306352) | > loss_disc_real_2: 0.2784125506877899 (0.24218910455703735) | > loss_disc_real_3: 0.3214583098888397 (0.27205918133258805) | > loss_disc_real_4: 0.20393624901771545 (0.23555787205696105) | > loss_disc_real_5: 0.20945188403129578 (0.23772316098213195) | > loss_0: 2.6631908416748047 (2.3776938819885247) | > loss_gen: 2.095275402069092 (2.4757152748107916) | > loss_kl: 2.6240994930267334 (2.5209315490722664) | > loss_feat: 8.63491439819336 (7.245281562805176) | > loss_mel: 18.108781814575195 (18.809371871948237) | > loss_duration: 2.3254575729370117 (2.290455675125122) | > loss_1: 33.78852844238281 (33.34175575256348)  --> STEP: 26 | > loss_disc: 2.5771307945251465 (2.3853645324707027) | > loss_disc_real_0: 0.18127338588237762 (0.11054591189783353) | > loss_disc_real_1: 0.18141955137252808 (0.18008866705573523) | > loss_disc_real_2: 0.18023596704006195 (0.23980629157561523) | > loss_disc_real_3: 0.2742019295692444 (0.2721415947263056) | > loss_disc_real_4: 0.18934641778469086 (0.2337805084311045) | > loss_disc_real_5: 0.15830367803573608 (0.23466856548419365) | > loss_0: 2.5771307945251465 (2.3853645324707027) | > loss_gen: 2.08065128326416 (2.460520505905152) | > loss_kl: 2.133812427520752 (2.506042352089516) | > loss_feat: 12.632586479187012 (7.452485598050631) | > loss_mel: 15.70986557006836 (18.690160091106705) | > loss_duration: 2.248670816421509 (2.288848565174983) | > loss_1: 34.80558776855469 (33.39805698394776) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023938600833599386 (+4.305289341853232e-05) | > avg_loss_disc: 2.3853645324707027 (-0.01175150045981832) | > avg_loss_disc_real_0: 0.11054591189783353 (-0.02520374165704617) | > avg_loss_disc_real_1: 0.18008866705573523 (+0.0023953762765114295) | > avg_loss_disc_real_2: 0.23980629157561523 (-0.005746335937426628) | > avg_loss_disc_real_3: 0.2721415947263056 (+0.04338509188248549) | > avg_loss_disc_real_4: 0.2337805084311045 (+0.03024177367870623) | > avg_loss_disc_real_5: 0.23466856548419365 (+0.012722102495340198) | > avg_loss_0: 2.3853645324707027 (-0.01175150045981832) | > avg_loss_gen: 2.460520505905152 (+0.1445456559841456) | > avg_loss_kl: 2.506042352089516 (+0.04387028859211961) | > avg_loss_feat: 7.452485598050631 (+0.18181180953979492) | > avg_loss_mel: 18.690160091106705 (-0.03157542302058758) | > avg_loss_duration: 2.288848565174983 (-0.0018299267842221134) | > avg_loss_1: 33.39805698394776 (+0.3368225097656392)  > EPOCH: 265/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:35:48)   --> TIME: 2024-06-11 02:35:58 -- STEP: 24/330 -- GLOBAL_STEP: 175475 | > loss_disc: 2.3368074893951416 (2.311356862386068) | > loss_disc_real_0: 0.0925777405500412 (0.10706899253030618) | > loss_disc_real_1: 0.2096199244260788 (0.1985984519124031) | > loss_disc_real_2: 0.24932342767715454 (0.21734255800644556) | > loss_disc_real_3: 0.24234040081501007 (0.23277790223558745) | > loss_disc_real_4: 0.23083840310573578 (0.22630577410260835) | > loss_disc_real_5: 0.23165428638458252 (0.21958381434281668) | > loss_0: 2.3368074893951416 (2.311356862386068) | > grad_norm_0: tensor(6.7053, device='cuda:0') (tensor(12.3329, device='cuda:0')) | > loss_gen: 2.4676296710968018 (2.5571284592151646) | > loss_kl: 1.7333158254623413 (1.7415692210197449) | > loss_feat: 7.044609546661377 (7.17207411924998) | > loss_mel: 17.87957763671875 (18.94542948404948) | > loss_duration: 2.026625633239746 (2.121219113469124) | > loss_1: 31.15176010131836 (32.53742035230001) | > grad_norm_1: tensor(67.3129, device='cuda:0') (tensor(168.9435, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3651 (0.3690860668818156) | > loader_time: 0.003 (0.0032876133918762207)  --> TIME: 2024-06-11 02:36:07 -- STEP: 49/330 -- GLOBAL_STEP: 175500 | > loss_disc: 2.3510777950286865 (2.308327869493133) | > loss_disc_real_0: 0.1238669902086258 (0.11231019880090441) | > loss_disc_real_1: 0.15606729686260223 (0.19779277729744815) | > loss_disc_real_2: 0.16578933596611023 (0.21407298135514163) | > loss_disc_real_3: 0.20335029065608978 (0.22803924126284464) | > loss_disc_real_4: 0.19994133710861206 (0.22424081941040194) | > loss_disc_real_5: 0.19675438106060028 (0.21517794746525434) | > loss_0: 2.3510777950286865 (2.308327869493133) | > grad_norm_0: tensor(6.5273, device='cuda:0') (tensor(9.9716, device='cuda:0')) | > loss_gen: 2.4388511180877686 (2.5326585283084797) | > loss_kl: 1.7798691987991333 (1.783498858918949) | > loss_feat: 7.447977066040039 (7.210011394656434) | > loss_mel: 18.703508377075195 (18.846913473946714) | > loss_duration: 1.9867465496063232 (2.0747679034057924) | > loss_1: 32.35695266723633 (32.4478500521913) | > grad_norm_1: tensor(98.7847, device='cuda:0') (tensor(128.5137, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3575 (0.36359238138004224) | > loader_time: 0.0034 (0.003382244888617068) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_175500.pth  --> TIME: 2024-06-11 02:36:22 -- STEP: 74/330 -- GLOBAL_STEP: 175525 | > loss_disc: 2.3287136554718018 (2.3154670290044828) | > loss_disc_real_0: 0.13493840396404266 (0.1119637187268283) | > loss_disc_real_1: 0.2008642703294754 (0.19880422385963234) | > loss_disc_real_2: 0.20545774698257446 (0.21591371559613454) | > loss_disc_real_3: 0.2329435497522354 (0.22884666516974167) | > loss_disc_real_4: 0.22710604965686798 (0.22471378502008077) | > loss_disc_real_5: 0.21364726126194 (0.21614182357852524) | > loss_0: 2.3287136554718018 (2.3154670290044828) | > grad_norm_0: tensor(10.7997, device='cuda:0') (tensor(9.0990, device='cuda:0')) | > loss_gen: 2.4782581329345703 (2.5339586380365735) | > loss_kl: 1.985061526298523 (1.8073537011404295) | > loss_feat: 7.867417335510254 (7.263188478108999) | > loss_mel: 19.458967208862305 (18.825213844711715) | > loss_duration: 1.9813783168792725 (2.0566478113870357) | > loss_1: 33.77108383178711 (32.48636250882535) | > grad_norm_1: tensor(43.5147, device='cuda:0') (tensor(110.2235, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3811 (0.3672305828816182) | > loader_time: 0.0035 (0.0035236139555235167)  --> TIME: 2024-06-11 02:36:31 -- STEP: 99/330 -- GLOBAL_STEP: 175550 | > loss_disc: 2.3541741371154785 (2.3065156551322543) | > loss_disc_real_0: 0.14396542310714722 (0.11279993790267694) | > loss_disc_real_1: 0.25993868708610535 (0.1995289268517735) | > loss_disc_real_2: 0.23375310003757477 (0.2153497955413779) | > loss_disc_real_3: 0.23582786321640015 (0.22673258847660488) | > loss_disc_real_4: 0.21577665209770203 (0.22373189679299943) | > loss_disc_real_5: 0.22086624801158905 (0.21401642729537657) | > loss_0: 2.3541741371154785 (2.3065156551322543) | > grad_norm_0: tensor(13.1661, device='cuda:0') (tensor(8.9906, device='cuda:0')) | > loss_gen: 2.4768898487091064 (2.5375868455328123) | > loss_kl: 1.7375184297561646 (1.7972303255639894) | > loss_feat: 6.578113555908203 (7.281522731588344) | > loss_mel: 17.77140235900879 (18.74867533674144) | > loss_duration: 2.036423683166504 (2.052298899852868) | > loss_1: 30.60034942626953 (32.41731429822518) | > grad_norm_1: tensor(93.0379, device='cuda:0') (tensor(110.1716, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3707 (0.368732953312421) | > loader_time: 0.0038 (0.0035994269631125712)  --> TIME: 2024-06-11 02:36:41 -- STEP: 124/330 -- GLOBAL_STEP: 175575 | > loss_disc: 2.328305244445801 (2.3104918368401055) | > loss_disc_real_0: 0.09568862617015839 (0.1134885408945622) | > loss_disc_real_1: 0.19319196045398712 (0.19858983195116442) | > loss_disc_real_2: 0.1817021369934082 (0.21563620949464454) | > loss_disc_real_3: 0.2058422714471817 (0.22709858237255004) | > loss_disc_real_4: 0.23384712636470795 (0.22291454648779285) | > loss_disc_real_5: 0.2184022068977356 (0.21390473001426266) | > loss_0: 2.328305244445801 (2.3104918368401055) | > grad_norm_0: tensor(5.0653, device='cuda:0') (tensor(9.3512, device='cuda:0')) | > loss_gen: 2.5839669704437256 (2.534780929165502) | > loss_kl: 1.8238126039505005 (1.7984082929549678) | > loss_feat: 7.282854080200195 (7.301296399485681) | > loss_mel: 19.046066284179688 (18.768690493799024) | > loss_duration: 2.069877862930298 (2.051780012346084) | > loss_1: 32.80657958984375 (32.454956270033314) | > grad_norm_1: tensor(105.9402, device='cuda:0') (tensor(119.5932, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.371 (0.36884381309632325) | > loader_time: 0.0039 (0.003693536404640444)  --> TIME: 2024-06-11 02:36:50 -- STEP: 149/330 -- GLOBAL_STEP: 175600 | > loss_disc: 2.301693916320801 (2.3142400347946466) | > loss_disc_real_0: 0.1464208960533142 (0.1144275651782151) | > loss_disc_real_1: 0.19987531006336212 (0.19883973816497214) | > loss_disc_real_2: 0.24857817590236664 (0.21560243972195875) | > loss_disc_real_3: 0.23169079422950745 (0.2281195808377042) | > loss_disc_real_4: 0.22064489126205444 (0.22324954693349416) | > loss_disc_real_5: 0.1824977695941925 (0.21463168277436456) | > loss_0: 2.301693916320801 (2.3142400347946466) | > grad_norm_0: tensor(37.1319, device='cuda:0') (tensor(10.0683, device='cuda:0')) | > loss_gen: 2.540282726287842 (2.538181855374534) | > loss_kl: 1.8667006492614746 (1.802762945226375) | > loss_feat: 7.461263179779053 (7.295318209884951) | > loss_mel: 19.03110122680664 (18.757791787985987) | > loss_duration: 2.055575370788574 (2.0534734165908506) | > loss_1: 32.954925537109375 (32.44752830146944) | > grad_norm_1: tensor(187.7284, device='cuda:0') (tensor(124.0857, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3695 (0.3700503662928638) | > loader_time: 0.0045 (0.003792873164951401)  --> TIME: 2024-06-11 02:37:00 -- STEP: 174/330 -- GLOBAL_STEP: 175625 | > loss_disc: 2.454843044281006 (2.317211921187654) | > loss_disc_real_0: 0.12329276651144028 (0.11453689377883385) | > loss_disc_real_1: 0.19858908653259277 (0.19974065906014934) | > loss_disc_real_2: 0.24635793268680573 (0.21600412209143585) | > loss_disc_real_3: 0.23200339078903198 (0.22709625171518874) | > loss_disc_real_4: 0.22793982923030853 (0.22294847769983883) | > loss_disc_real_5: 0.2388489693403244 (0.21474424389929608) | > loss_0: 2.454843044281006 (2.317211921187654) | > grad_norm_0: tensor(36.9820, device='cuda:0') (tensor(12.8233, device='cuda:0')) | > loss_gen: 2.325949192047119 (2.5352115795530104) | > loss_kl: 1.7529412508010864 (1.8084402310437169) | > loss_feat: 6.88244104385376 (7.307471198597174) | > loss_mel: 18.166112899780273 (18.757995868551323) | > loss_duration: 2.150592803955078 (2.057497512335065) | > loss_1: 31.27803611755371 (32.46661645516583) | > grad_norm_1: tensor(431.1068, device='cuda:0') (tensor(147.9023, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3959 (0.3723337499574683) | > loader_time: 0.0049 (0.003909208308691266)  --> TIME: 2024-06-11 02:37:10 -- STEP: 199/330 -- GLOBAL_STEP: 175650 | > loss_disc: 2.21539568901062 (2.3205557300816833) | > loss_disc_real_0: 0.12420184165239334 (0.11428275751183979) | > loss_disc_real_1: 0.21378809213638306 (0.20069096435853584) | > loss_disc_real_2: 0.22828255593776703 (0.21629776876775464) | > loss_disc_real_3: 0.24477224051952362 (0.22704980548602252) | > loss_disc_real_4: 0.22103604674339294 (0.22269103365327844) | > loss_disc_real_5: 0.1876557171344757 (0.21505407255199088) | > loss_0: 2.21539568901062 (2.3205557300816833) | > grad_norm_0: tensor(5.6018, device='cuda:0') (tensor(15.2241, device='cuda:0')) | > loss_gen: 2.8250980377197266 (2.5413825967204025) | > loss_kl: 1.8618742227554321 (1.8149408485422183) | > loss_feat: 7.017373085021973 (7.3069014645102035) | > loss_mel: 18.780805587768555 (18.74399430548128) | > loss_duration: 2.170358896255493 (2.064486452083492) | > loss_1: 32.65550994873047 (32.47170572903889) | > grad_norm_1: tensor(320.3770, device='cuda:0') (tensor(167.2814, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3828 (0.37490424438936626) | > loader_time: 0.0053 (0.004053930541378771)  --> TIME: 2024-06-11 02:37:20 -- STEP: 224/330 -- GLOBAL_STEP: 175675 | > loss_disc: 2.3695170879364014 (2.32140207716397) | > loss_disc_real_0: 0.17818333208560944 (0.11516866304113396) | > loss_disc_real_1: 0.22412742674350739 (0.2008149491489998) | > loss_disc_real_2: 0.2482331246137619 (0.21576461169336522) | > loss_disc_real_3: 0.24932825565338135 (0.22722707482587015) | > loss_disc_real_4: 0.2391439974308014 (0.22294282128236123) | > loss_disc_real_5: 0.21658556163311005 (0.21531026318137134) | > loss_0: 2.3695170879364014 (2.32140207716397) | > grad_norm_0: tensor(32.6011, device='cuda:0') (tensor(18.0447, device='cuda:0')) | > loss_gen: 2.5671815872192383 (2.5446554890700748) | > loss_kl: 1.7705978155136108 (1.820912548473903) | > loss_feat: 7.626821041107178 (7.327634208968708) | > loss_mel: 19.27056312561035 (18.705774239131397) | > loss_duration: 2.181032419204712 (2.070896892675332) | > loss_1: 33.41619873046875 (32.4698734027999) | > grad_norm_1: tensor(106.2605, device='cuda:0') (tensor(182.6388, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.3929 (0.3781671108944075) | > loader_time: 0.0055 (0.004182902829987663)  --> TIME: 2024-06-11 02:37:31 -- STEP: 249/330 -- GLOBAL_STEP: 175700 | > loss_disc: 2.313718795776367 (2.321750845775069) | > loss_disc_real_0: 0.11571293324232101 (0.11587581454390981) | > loss_disc_real_1: 0.19398079812526703 (0.2002401326195782) | > loss_disc_real_2: 0.20459279417991638 (0.21547686850210748) | > loss_disc_real_3: 0.2339031994342804 (0.22691650491162954) | > loss_disc_real_4: 0.23545943200588226 (0.2231272374650082) | > loss_disc_real_5: 0.2396772801876068 (0.2147806870889472) | > loss_0: 2.313718795776367 (2.321750845775069) | > grad_norm_0: tensor(16.7034, device='cuda:0') (tensor(18.6022, device='cuda:0')) | > loss_gen: 2.4873199462890625 (2.5413849822967407) | > loss_kl: 1.9373974800109863 (1.824909878543103) | > loss_feat: 6.47495698928833 (7.329859630171075) | > loss_mel: 18.21903419494629 (18.669623125987854) | > loss_duration: 2.138115644454956 (2.078271511568123) | > loss_1: 31.256824493408203 (32.444049176442114) | > grad_norm_1: tensor(142.6871, device='cuda:0') (tensor(183.8153, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.4216 (0.38228517746829604) | > loader_time: 0.0055 (0.00431349957324415)  --> TIME: 2024-06-11 02:37:42 -- STEP: 274/330 -- GLOBAL_STEP: 175725 | > loss_disc: 2.3389668464660645 (2.321899021629) | > loss_disc_real_0: 0.14329177141189575 (0.1164870452217377) | > loss_disc_real_1: 0.22605201601982117 (0.2004742680022316) | > loss_disc_real_2: 0.20837818086147308 (0.21517886884891205) | > loss_disc_real_3: 0.20725318789482117 (0.22722274119401503) | > loss_disc_real_4: 0.22978626191616058 (0.22334027736291398) | > loss_disc_real_5: 0.22835661470890045 (0.21466486226685727) | > loss_0: 2.3389668464660645 (2.321899021629) | > grad_norm_0: tensor(18.5731, device='cuda:0') (tensor(18.8319, device='cuda:0')) | > loss_gen: 2.469794988632202 (2.5395443996373754) | > loss_kl: 1.9341793060302734 (1.82448699352515) | > loss_feat: 7.649713039398193 (7.342844611536847) | > loss_mel: 17.934062957763672 (18.636599867883405) | > loss_duration: 2.1561009883880615 (2.085657420819693) | > loss_1: 32.14385223388672 (32.429133310805284) | > grad_norm_1: tensor(271.2082, device='cuda:0') (tensor(192.4864, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.4457 (0.38787105918800746) | > loader_time: 0.0062 (0.0044666841952470115)  --> TIME: 2024-06-11 02:37:54 -- STEP: 299/330 -- GLOBAL_STEP: 175750 | > loss_disc: 2.3162832260131836 (2.321844902325632) | > loss_disc_real_0: 0.16801801323890686 (0.11671166675146606) | > loss_disc_real_1: 0.18778210878372192 (0.20045097879940849) | > loss_disc_real_2: 0.2166670709848404 (0.21544294303476208) | > loss_disc_real_3: 0.2385694682598114 (0.22694023033248945) | > loss_disc_real_4: 0.2370361089706421 (0.22332552942543923) | > loss_disc_real_5: 0.2021384835243225 (0.21447996301794525) | > loss_0: 2.3162832260131836 (2.321844902325632) | > grad_norm_0: tensor(33.7255, device='cuda:0') (tensor(19.7871, device='cuda:0')) | > loss_gen: 2.546276092529297 (2.538390248914228) | > loss_kl: 1.8005223274230957 (1.824520572770798) | > loss_feat: 7.737661838531494 (7.355998495350713) | > loss_mel: 18.707433700561523 (18.59240905736203) | > loss_duration: 2.2492904663085938 (2.095039640381982) | > loss_1: 33.04118347167969 (32.40635799165555) | > grad_norm_1: tensor(480.1076, device='cuda:0') (tensor(207.8675, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.4549 (0.3939930882342284) | > loader_time: 0.0085 (0.004652540819302053)  --> TIME: 2024-06-11 02:38:08 -- STEP: 324/330 -- GLOBAL_STEP: 175775 | > loss_disc: 2.4308815002441406 (2.3230404802310596) | > loss_disc_real_0: 0.1302022635936737 (0.11735481819436874) | > loss_disc_real_1: 0.24554291367530823 (0.20065016051133475) | > loss_disc_real_2: 0.17957191169261932 (0.21505672714592494) | > loss_disc_real_3: 0.2064061015844345 (0.2267626988023152) | > loss_disc_real_4: 0.21090960502624512 (0.22321704476151938) | > loss_disc_real_5: 0.209585502743721 (0.2144430007923532) | > loss_0: 2.4308815002441406 (2.3230404802310596) | > grad_norm_0: tensor(28.6160, device='cuda:0') (tensor(20.9050, device='cuda:0')) | > loss_gen: 2.3732762336730957 (2.537015672083254) | > loss_kl: 1.9429820775985718 (1.8259076052977714) | > loss_feat: 9.414637565612793 (7.419410593715715) | > loss_mel: 17.07630729675293 (18.545908362777148) | > loss_duration: 2.2899036407470703 (2.1084560074923964) | > loss_1: 33.09710693359375 (32.4366982130357) | > grad_norm_1: tensor(512.6804, device='cuda:0') (tensor(221.7520, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.5889 (0.4047870142960254) | > loader_time: 0.0108 (0.00490984136675611)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.11867618560791 (2.11867618560791) | > loss_disc_real_0: 0.06011629477143288 (0.06011629477143288) | > loss_disc_real_1: 0.2129606008529663 (0.2129606008529663) | > loss_disc_real_2: 0.2451712191104889 (0.2451712191104889) | > loss_disc_real_3: 0.2017521858215332 (0.2017521858215332) | > loss_disc_real_4: 0.23140278458595276 (0.23140278458595276) | > loss_disc_real_5: 0.21623565256595612 (0.21623565256595612) | > loss_0: 2.11867618560791 (2.11867618560791) | > loss_gen: 2.607503890991211 (2.607503890991211) | > loss_kl: 1.8655457496643066 (1.8655457496643066) | > loss_feat: 7.133731842041016 (7.133731842041016) | > loss_mel: 17.073898315429688 (17.073898315429688) | > loss_duration: 2.8063225746154785 (2.8063225746154785) | > loss_1: 31.487001419067383 (31.487001419067383)  --> STEP: 1 | > loss_disc: 1.9903786182403564 (1.9903786182403564) | > loss_disc_real_0: 0.12162110954523087 (0.12162110954523087) | > loss_disc_real_1: 0.14353808760643005 (0.14353808760643005) | > loss_disc_real_2: 0.16880084574222565 (0.16880084574222565) | > loss_disc_real_3: 0.17410732805728912 (0.17410732805728912) | > loss_disc_real_4: 0.17882706224918365 (0.17882706224918365) | > loss_disc_real_5: 0.18693602085113525 (0.18693602085113525) | > loss_0: 1.9903786182403564 (1.9903786182403564) | > loss_gen: 2.4678778648376465 (2.4678778648376465) | > loss_kl: 1.5415523052215576 (1.5415523052215576) | > loss_feat: 7.283130645751953 (7.283130645751953) | > loss_mel: 17.876068115234375 (17.876068115234375) | > loss_duration: 2.39570951461792 (2.39570951461792) | > loss_1: 31.564340591430664 (31.564340591430664)  --> STEP: 2 | > loss_disc: 2.2491061687469482 (2.1197423934936523) | > loss_disc_real_0: 0.08449187874794006 (0.10305649414658546) | > loss_disc_real_1: 0.2025396078824997 (0.17303884774446487) | > loss_disc_real_2: 0.2203158736228943 (0.19455835968255997) | > loss_disc_real_3: 0.23761717975139618 (0.20586225390434265) | > loss_disc_real_4: 0.2866416573524475 (0.23273435980081558) | > loss_disc_real_5: 0.32717829942703247 (0.25705716013908386) | > loss_0: 2.2491061687469482 (2.1197423934936523) | > loss_gen: 2.76122784614563 (2.614552855491638) | > loss_kl: 2.146411895751953 (1.8439821004867554) | > loss_feat: 5.907954692840576 (6.595542669296265) | > loss_mel: 18.815481185913086 (18.34577465057373) | > loss_duration: 2.4403724670410156 (2.4180409908294678) | > loss_1: 32.071449279785156 (31.81789493560791)  --> STEP: 3 | > loss_disc: 2.2386651039123535 (2.1593832969665527) | > loss_disc_real_0: 0.062028564512729645 (0.08938051760196686) | > loss_disc_real_1: 0.16138812899589539 (0.16915527482827505) | > loss_disc_real_2: 0.21324002742767334 (0.20078558226426443) | > loss_disc_real_3: 0.17864608764648438 (0.19679019848505655) | > loss_disc_real_4: 0.2299019992351532 (0.23179023961226145) | > loss_disc_real_5: 0.19527459144592285 (0.23646297057469687) | > loss_0: 2.2386651039123535 (2.1593832969665527) | > loss_gen: 2.355917453765869 (2.528341054916382) | > loss_kl: 2.3902173042297363 (2.0260605017344155) | > loss_feat: 6.811790466308594 (6.667625268300374) | > loss_mel: 17.431669235229492 (18.041072845458984) | > loss_duration: 2.227285385131836 (2.3544557889302573) | > loss_1: 31.21687889099121 (31.61755625406901)  --> STEP: 4 | > loss_disc: 2.4187498092651367 (2.2242249250411987) | > loss_disc_real_0: 0.22968736290931702 (0.1244572289288044) | > loss_disc_real_1: 0.19330719113349915 (0.17519325390458107) | > loss_disc_real_2: 0.2401362806558609 (0.21062325686216354) | > loss_disc_real_3: 0.2536659836769104 (0.21100914478302002) | > loss_disc_real_4: 0.22434377670288086 (0.2299286238849163) | > loss_disc_real_5: 0.18998458981513977 (0.2248433753848076) | > loss_0: 2.4187498092651367 (2.2242249250411987) | > loss_gen: 2.3298699855804443 (2.4787232875823975) | > loss_kl: 2.2814462184906006 (2.089906930923462) | > loss_feat: 5.6291728019714355 (6.40801215171814) | > loss_mel: 16.074283599853516 (17.549375534057617) | > loss_duration: 2.270263195037842 (2.3334076404571533) | > loss_1: 28.58503532409668 (30.859426021575928)  --> STEP: 5 | > loss_disc: 2.4528934955596924 (2.2699586391448974) | > loss_disc_real_0: 0.16364717483520508 (0.13229521811008454) | > loss_disc_real_1: 0.2609688341617584 (0.19234836995601653) | > loss_disc_real_2: 0.3168179988861084 (0.2318622052669525) | > loss_disc_real_3: 0.27468523383140564 (0.22374436259269714) | > loss_disc_real_4: 0.2956368327140808 (0.2430702656507492) | > loss_disc_real_5: 0.23651528358459473 (0.227177757024765) | > loss_0: 2.4528934955596924 (2.2699586391448974) | > loss_gen: 2.6837258338928223 (2.5197237968444823) | > loss_kl: 1.9284368753433228 (2.057612919807434) | > loss_feat: 5.48735237121582 (6.223880195617676) | > loss_mel: 19.560527801513672 (17.951605987548827) | > loss_duration: 2.3944778442382812 (2.345621681213379) | > loss_1: 32.05451965332031 (31.098444747924805)  --> STEP: 6 | > loss_disc: 2.325941324234009 (2.2792890866597495) | > loss_disc_real_0: 0.12031923234462738 (0.13029922048250833) | > loss_disc_real_1: 0.2153976857662201 (0.19618992259105048) | > loss_disc_real_2: 0.24055440723896027 (0.23331090559562048) | > loss_disc_real_3: 0.20333728194236755 (0.22034318248430887) | > loss_disc_real_4: 0.22095462679862976 (0.23938432584206262) | > loss_disc_real_5: 0.20889170467853546 (0.22413008163372675) | > loss_0: 2.325941324234009 (2.2792890866597495) | > loss_gen: 2.4771339893341064 (2.512625495592753) | > loss_kl: 1.9257605075836182 (2.0356375177701316) | > loss_feat: 7.183739185333252 (6.383856693903605) | > loss_mel: 18.485788345336914 (18.040636380513508) | > loss_duration: 2.156181573867798 (2.3140483299891152) | > loss_1: 32.22860336303711 (31.286804517110188)  --> STEP: 7 | > loss_disc: 2.371756076812744 (2.2924986566816057) | > loss_disc_real_0: 0.07593754678964615 (0.12253326709781374) | > loss_disc_real_1: 0.1846352368593216 (0.19453925320080348) | > loss_disc_real_2: 0.1968403309583664 (0.2281008235045842) | > loss_disc_real_3: 0.29279565811157227 (0.23069353614534652) | > loss_disc_real_4: 0.32171159982681274 (0.2511453649827412) | > loss_disc_real_5: 0.25762608647346497 (0.2289152251822608) | > loss_0: 2.371756076812744 (2.2924986566816057) | > loss_gen: 2.445507287979126 (2.5030371802193776) | > loss_kl: 3.329573392868042 (2.220485499926976) | > loss_feat: 7.121513843536377 (6.4892362867082864) | > loss_mel: 21.19133186340332 (18.490735735212052) | > loss_duration: 2.3940722942352295 (2.3254803248814175) | > loss_1: 36.481998443603516 (32.02897507803781)  --> STEP: 8 | > loss_disc: 2.1888022422790527 (2.2795366048812866) | > loss_disc_real_0: 0.14970943331718445 (0.12593028787523508) | > loss_disc_real_1: 0.16252501308918 (0.19053747318685055) | > loss_disc_real_2: 0.2596288323402405 (0.23204182460904121) | > loss_disc_real_3: 0.17208892107009888 (0.22336795926094055) | > loss_disc_real_4: 0.23096928000450134 (0.24862335436046124) | > loss_disc_real_5: 0.20292632281780243 (0.2256666123867035) | > loss_0: 2.1888022422790527 (2.2795366048812866) | > loss_gen: 2.646003246307373 (2.520907938480377) | > loss_kl: 2.508582592010498 (2.256497636437416) | > loss_feat: 11.248173713684082 (7.084103465080261) | > loss_mel: 19.747032165527344 (18.647772789001465) | > loss_duration: 2.1833488941192627 (2.307713896036148) | > loss_1: 38.3331413269043 (32.81699585914612)  --> STEP: 9 | > loss_disc: 2.462224245071411 (2.2998352315690784) | > loss_disc_real_0: 0.17967171967029572 (0.13190155807468626) | > loss_disc_real_1: 0.1863219439983368 (0.19006908105479348) | > loss_disc_real_2: 0.2389298379421234 (0.23280715942382812) | > loss_disc_real_3: 0.21371425688266754 (0.22229532566335466) | > loss_disc_real_4: 0.27187901735305786 (0.2512073169151942) | > loss_disc_real_5: 0.2158878743648529 (0.2245800859398312) | > loss_0: 2.462224245071411 (2.2998352315690784) | > loss_gen: 2.3812108039855957 (2.5053860346476235) | > loss_kl: 1.851020336151123 (2.2114446030722723) | > loss_feat: 5.896395206451416 (6.952135880788167) | > loss_mel: 20.186594009399414 (18.818752924601238) | > loss_duration: 2.1069629192352295 (2.285408231947157) | > loss_1: 32.422183990478516 (32.77312787373861)  --> STEP: 10 | > loss_disc: 2.174741268157959 (2.2873258352279664) | > loss_disc_real_0: 0.12924133241176605 (0.13163553550839424) | > loss_disc_real_1: 0.18416793644428253 (0.18947896659374236) | > loss_disc_real_2: 0.22990496456623077 (0.23251693993806838) | > loss_disc_real_3: 0.17073971033096313 (0.21713976413011551) | > loss_disc_real_4: 0.2689772844314575 (0.2529843136668205) | > loss_disc_real_5: 0.25875040888786316 (0.2279971182346344) | > loss_0: 2.174741268157959 (2.2873258352279664) | > loss_gen: 2.699544906616211 (2.5248019218444826) | > loss_kl: 2.2816147804260254 (2.2184616208076475) | > loss_feat: 7.86913537979126 (7.043835830688477) | > loss_mel: 19.43505096435547 (18.88038272857666) | > loss_duration: 2.297516345977783 (2.28661904335022) | > loss_1: 34.582862854003906 (32.954101371765134)  --> STEP: 11 | > loss_disc: 2.3261260986328125 (2.2908531319011343) | > loss_disc_real_0: 0.12048302590847015 (0.13062167099931024) | > loss_disc_real_1: 0.2164812535047531 (0.1919337199492888) | > loss_disc_real_2: 0.28441721200942993 (0.23723514649001035) | > loss_disc_real_3: 0.2365044504404068 (0.21890019015832382) | > loss_disc_real_4: 0.22330158948898315 (0.25028588419610803) | > loss_disc_real_5: 0.23642033338546753 (0.22876286506652832) | > loss_0: 2.3261260986328125 (2.2908531319011343) | > loss_gen: 2.669816732406616 (2.53798508644104) | > loss_kl: 2.7486636638641357 (2.2666618065400557) | > loss_feat: 6.9407877922058105 (7.034467827190053) | > loss_mel: 19.248464584350586 (18.9138447154652) | > loss_duration: 2.3933143615722656 (2.296318617734042) | > loss_1: 34.00104522705078 (33.049278085882015)  --> STEP: 12 | > loss_disc: 2.2991995811462402 (2.2915486693382263) | > loss_disc_real_0: 0.17555707693099976 (0.13436628816028437) | > loss_disc_real_1: 0.24656590819358826 (0.19648640230298042) | > loss_disc_real_2: 0.2420376092195511 (0.23763535171747208) | > loss_disc_real_3: 0.19410720467567444 (0.21683410803476968) | > loss_disc_real_4: 0.2307693511247635 (0.24865950644016266) | > loss_disc_real_5: 0.17048139870166779 (0.22390607620278993) | > loss_0: 2.2991995811462402 (2.2915486693382263) | > loss_gen: 2.4534387588500977 (2.5309395591417947) | > loss_kl: 2.6378889083862305 (2.2975973983605704) | > loss_feat: 6.874309539794922 (7.0211213032404585) | > loss_mel: 18.830772399902344 (18.90692202250163) | > loss_duration: 2.263638496398926 (2.293595274289449) | > loss_1: 33.0600471496582 (33.050175507863365)  --> STEP: 13 | > loss_disc: 2.432644844055176 (2.30240222123953) | > loss_disc_real_0: 0.1436251997947693 (0.13507851213216782) | > loss_disc_real_1: 0.2447713315486908 (0.20020062762957352) | > loss_disc_real_2: 0.299167662858963 (0.24236860642066368) | > loss_disc_real_3: 0.22286541759967804 (0.21729805492437804) | > loss_disc_real_4: 0.1882002055644989 (0.24400879098818853) | > loss_disc_real_5: 0.19433839619159698 (0.22163163927885202) | > loss_0: 2.432644844055176 (2.30240222123953) | > loss_gen: 2.404524564743042 (2.521215328803429) | > loss_kl: 2.6203455924987793 (2.322424182525048) | > loss_feat: 5.247912406921387 (6.884720618908222) | > loss_mel: 17.526826858520508 (18.800760856041542) | > loss_duration: 2.1536641120910645 (2.2828313387357273) | > loss_1: 29.953271865844727 (32.811952150785004)  --> STEP: 14 | > loss_disc: 2.437281847000122 (2.3120364802224294) | > loss_disc_real_0: 0.15208716690540314 (0.13629341604454176) | > loss_disc_real_1: 0.20919816195964813 (0.20084330865315028) | > loss_disc_real_2: 0.23177416622638702 (0.24161186069250107) | > loss_disc_real_3: 0.19301056861877441 (0.21556323447397777) | > loss_disc_real_4: 0.22112935781478882 (0.24237454576151712) | > loss_disc_real_5: 0.1838095486164093 (0.21893006137439183) | > loss_0: 2.437281847000122 (2.3120364802224294) | > loss_gen: 2.29844331741333 (2.505303042275565) | > loss_kl: 2.988633632659912 (2.370010571820395) | > loss_feat: 6.698448181152344 (6.871415444782802) | > loss_mel: 22.075180053710938 (19.034647941589355) | > loss_duration: 2.375335693359375 (2.2894387926374162) | > loss_1: 36.43604278564453 (33.07081576756069)  --> STEP: 15 | > loss_disc: 2.429802417755127 (2.3198875427246093) | > loss_disc_real_0: 0.17401324212551117 (0.1388080711166064) | > loss_disc_real_1: 0.3070771098136902 (0.20792556206385296) | > loss_disc_real_2: 0.26456159353256226 (0.2431418428818385) | > loss_disc_real_3: 0.22323504090309143 (0.2160746882359187) | > loss_disc_real_4: 0.19615989923477173 (0.23929356932640075) | > loss_disc_real_5: 0.18864935636520386 (0.21691134770711262) | > loss_0: 2.429802417755127 (2.3198875427246093) | > loss_gen: 2.3949320316314697 (2.497944974899292) | > loss_kl: 2.8273508548736572 (2.400499924023946) | > loss_feat: 6.195433139801025 (6.826349957784017) | > loss_mel: 16.67999267578125 (18.877670923868816) | > loss_duration: 2.2984778881073 (2.2900413990020754) | > loss_1: 30.39618682861328 (32.89250717163086)  --> STEP: 16 | > loss_disc: 2.6494829654693604 (2.3404872566461563) | > loss_disc_real_0: 0.1988106071949005 (0.14255822962149978) | > loss_disc_real_1: 0.19624431431293488 (0.20719548407942057) | > loss_disc_real_2: 0.2092391401529312 (0.24102292396128178) | > loss_disc_real_3: 0.29091474413871765 (0.22075219172984362) | > loss_disc_real_4: 0.2982200086116791 (0.24297647178173065) | > loss_disc_real_5: 0.22687457501888275 (0.21753404941409826) | > loss_0: 2.6494829654693604 (2.3404872566461563) | > loss_gen: 2.1870083808898926 (2.4785114377737045) | > loss_kl: 2.176506280899048 (2.38650032132864) | > loss_feat: 5.576354026794434 (6.748225212097168) | > loss_mel: 15.164140701293945 (18.645575284957886) | > loss_duration: 2.3782083988189697 (2.295551836490631) | > loss_1: 27.482215881347656 (32.55436396598816)  --> STEP: 17 | > loss_disc: 2.1901793479919434 (2.3316456149606144) | > loss_disc_real_0: 0.14120200276374817 (0.1424784515710438) | > loss_disc_real_1: 0.214390367269516 (0.20761871250236735) | > loss_disc_real_2: 0.2913205623626709 (0.2439816085731282) | > loss_disc_real_3: 0.20683452486991882 (0.2199335054439657) | > loss_disc_real_4: 0.22244852781295776 (0.24176894566592047) | > loss_disc_real_5: 0.1821839064359665 (0.21545462923891404) | > loss_0: 2.1901793479919434 (2.3316456149606144) | > loss_gen: 2.660487651824951 (2.4892159209531894) | > loss_kl: 1.8930758237838745 (2.35747535088483) | > loss_feat: 6.36771821975708 (6.725842447841869) | > loss_mel: 17.93184471130371 (18.603591133566464) | > loss_duration: 2.395202159881592 (2.301413620219511) | > loss_1: 31.248329162597656 (32.47753838931813)  --> STEP: 18 | > loss_disc: 2.4262866973876953 (2.33690345287323) | > loss_disc_real_0: 0.06691819429397583 (0.13828065950009558) | > loss_disc_real_1: 0.17908920347690582 (0.2060337397787306) | > loss_disc_real_2: 0.14698708057403564 (0.23859302368428972) | > loss_disc_real_3: 0.17447368800640106 (0.21740796003076765) | > loss_disc_real_4: 0.27257630228996277 (0.24348046547836727) | > loss_disc_real_5: 0.2544472813606262 (0.21762088769012028) | > loss_0: 2.4262866973876953 (2.33690345287323) | > loss_gen: 2.1506402492523193 (2.4704061614142523) | > loss_kl: 3.158322811126709 (2.4019668764538236) | > loss_feat: 8.714786529541016 (6.836339341269599) | > loss_mel: 20.953893661499023 (18.734163496229385) | > loss_duration: 2.225548267364502 (2.2971988783942328) | > loss_1: 37.203189849853516 (32.7400745815701)  --> STEP: 19 | > loss_disc: 2.3304648399353027 (2.3365645785080758) | > loss_disc_real_0: 0.11159442365169525 (0.1368761207712324) | > loss_disc_real_1: 0.22217951714992523 (0.20688351753510928) | > loss_disc_real_2: 0.24679914116859436 (0.23902492460451627) | > loss_disc_real_3: 0.2138681709766388 (0.21722165534370824) | > loss_disc_real_4: 0.1639082133769989 (0.2392924522098742) | > loss_disc_real_5: 0.17994432151317596 (0.21563791052291267) | > loss_0: 2.3304648399353027 (2.3365645785080758) | > loss_gen: 2.278529405593872 (2.4603073847921273) | > loss_kl: 1.8942716121673584 (2.3752460730703255) | > loss_feat: 6.804215908050537 (6.83464863425807) | > loss_mel: 18.28118896484375 (18.710322731419613) | > loss_duration: 2.371586322784424 (2.301114007046348) | > loss_1: 31.629791259765625 (32.681638617264596)  --> STEP: 20 | > loss_disc: 2.5424933433532715 (2.346861016750336) | > loss_disc_real_0: 0.1392546147108078 (0.13699504546821117) | > loss_disc_real_1: 0.17291846871376038 (0.20518526509404184) | > loss_disc_real_2: 0.2966381311416626 (0.2419055849313736) | > loss_disc_real_3: 0.30027785897254944 (0.2213744655251503) | > loss_disc_real_4: 0.2689920663833618 (0.24077743291854858) | > loss_disc_real_5: 0.29327595233917236 (0.21951981261372566) | > loss_0: 2.5424933433532715 (2.346861016750336) | > loss_gen: 2.460385799407959 (2.460311305522919) | > loss_kl: 1.8546783924102783 (2.349217689037323) | > loss_feat: 5.518158912658691 (6.7688241481781) | > loss_mel: 19.61705780029297 (18.75565948486328) | > loss_duration: 2.3039498329162598 (2.301255798339844) | > loss_1: 31.754230499267578 (32.635268211364746)  --> STEP: 21 | > loss_disc: 2.2135634422302246 (2.340513513201759) | > loss_disc_real_0: 0.19501209259033203 (0.139757761997836) | > loss_disc_real_1: 0.24576117098331451 (0.20711745108876908) | > loss_disc_real_2: 0.21170955896377563 (0.24046767893291654) | > loss_disc_real_3: 0.1562117487192154 (0.21827147901058197) | > loss_disc_real_4: 0.1883491575717926 (0.23828084837822688) | > loss_disc_real_5: 0.15893441438674927 (0.2166347936505363) | > loss_0: 2.2135634422302246 (2.340513513201759) | > loss_gen: 2.377931594848633 (2.4563884621574763) | > loss_kl: 2.9494428634643555 (2.377799840200515) | > loss_feat: 6.002657890319824 (6.73234004066104) | > loss_mel: 15.048921585083008 (18.579148156302317) | > loss_duration: 2.139505386352539 (2.2935533977690197) | > loss_1: 28.51845932006836 (32.43922969273159)  --> STEP: 22 | > loss_disc: 1.812882661819458 (2.316530292684382) | > loss_disc_real_0: 0.08707104623317719 (0.1373629112812606) | > loss_disc_real_1: 0.11824654787778854 (0.20307786457917906) | > loss_disc_real_2: 0.15190471708774567 (0.23644208975813605) | > loss_disc_real_3: 0.17217865586280823 (0.21617635068568317) | > loss_disc_real_4: 0.171099454164505 (0.2352271486412395) | > loss_disc_real_5: 0.16243748366832733 (0.2141712795604359) | > loss_0: 1.812882661819458 (2.316530292684382) | > loss_gen: 2.7936646938323975 (2.471719199960882) | > loss_kl: 2.268066883087158 (2.3728119785135444) | > loss_feat: 9.046161651611328 (6.837513750249689) | > loss_mel: 20.484880447387695 (18.665772351351652) | > loss_duration: 2.1743650436401367 (2.2881357453086157) | > loss_1: 36.76713943481445 (32.63595286282626)  --> STEP: 23 | > loss_disc: 2.640395402908325 (2.3306113844332486) | > loss_disc_real_0: 0.21944758296012878 (0.14093181004990704) | > loss_disc_real_1: 0.25560635328292847 (0.2053617119141247) | > loss_disc_real_2: 0.28159356117248535 (0.23840519721093384) | > loss_disc_real_3: 0.3123408854007721 (0.22035741741242615) | > loss_disc_real_4: 0.2632162570953369 (0.2364440664001133) | > loss_disc_real_5: 0.26813238859176636 (0.21651741473571115) | > loss_0: 2.640395402908325 (2.3306113844332486) | > loss_gen: 2.494478225708008 (2.4727087228194526) | > loss_kl: 2.0605850219726562 (2.3592368934465493) | > loss_feat: 4.394958019256592 (6.73131567498912) | > loss_mel: 17.9239444732666 (18.633518965347953) | > loss_duration: 2.297633171081543 (2.2885486768639605) | > loss_1: 29.171600341796875 (32.48532884017281)  --> STEP: 24 | > loss_disc: 2.307957410812378 (2.329667468865712) | > loss_disc_real_0: 0.07881481945514679 (0.1383436021084587) | > loss_disc_real_1: 0.1414143443107605 (0.20269723826398453) | > loss_disc_real_2: 0.23868529498577118 (0.23841686795155206) | > loss_disc_real_3: 0.21931104362010956 (0.22031381850441298) | > loss_disc_real_4: 0.2698814570903778 (0.23783729101220766) | > loss_disc_real_5: 0.22596897184848785 (0.21691122961541018) | > loss_0: 2.307957410812378 (2.329667468865712) | > loss_gen: 2.469717264175415 (2.4725840787092843) | > loss_kl: 2.366199493408203 (2.359527001778285) | > loss_feat: 6.890982627868652 (6.737968464692433) | > loss_mel: 20.535076141357422 (18.712750514348347) | > loss_duration: 2.3903985023498535 (2.2927924195925393) | > loss_1: 34.65237808227539 (32.57562255859376)  --> STEP: 25 | > loss_disc: 2.432687520980835 (2.333788270950317) | > loss_disc_real_0: 0.12081421911716461 (0.13764242678880692) | > loss_disc_real_1: 0.11638708412647247 (0.19924483209848404) | > loss_disc_real_2: 0.29190897941589355 (0.24055655241012575) | > loss_disc_real_3: 0.17402198910713196 (0.21846214532852173) | > loss_disc_real_4: 0.1865493357181549 (0.23578577280044555) | > loss_disc_real_5: 0.13914886116981506 (0.21380073487758636) | > loss_0: 2.432687520980835 (2.333788270950317) | > loss_gen: 2.201310157775879 (2.4617331218719483) | > loss_kl: 2.365946054458618 (2.359783763885498) | > loss_feat: 9.480944633483887 (6.847687511444092) | > loss_mel: 17.861085891723633 (18.67868392944336) | > loss_duration: 2.3260316848754883 (2.294121990203857) | > loss_1: 34.23531723022461 (32.64201034545899)  --> STEP: 26 | > loss_disc: 2.567087411880493 (2.342761314832247) | > loss_disc_real_0: 0.20837947726249695 (0.14036308257625654) | > loss_disc_real_1: 0.24938036501407623 (0.20117312182600683) | > loss_disc_real_2: 0.23998218774795532 (0.24053446146158072) | > loss_disc_real_3: 0.27034425735473633 (0.22045761117568383) | > loss_disc_real_4: 0.17452380061149597 (0.23342954310087058) | > loss_disc_real_5: 0.1573251336812973 (0.21162859637003678) | > loss_0: 2.567087411880493 (2.342761314832247) | > loss_gen: 1.9352433681488037 (2.4414835159595194) | > loss_kl: 2.29899525642395 (2.3574457443677463) | > loss_feat: 5.891415119171143 (6.810907804048979) | > loss_mel: 12.171432495117188 (18.428405028123123) | > loss_duration: 2.3000216484069824 (2.2943489001347466) | > loss_1: 24.597108840942383 (32.33259105682374) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024657157751230086 (+7.185569176307001e-05) | > avg_loss_disc: 2.342761314832247 (-0.04260321763845587) | > avg_loss_disc_real_0: 0.14036308257625654 (+0.029817170678423016) | > avg_loss_disc_real_1: 0.20117312182600683 (+0.0210844547702716) | > avg_loss_disc_real_2: 0.24053446146158072 (+0.0007281698859654961) | > avg_loss_disc_real_3: 0.22045761117568383 (-0.05168398355062179) | > avg_loss_disc_real_4: 0.23342954310087058 (-0.00035096533023393217) | > avg_loss_disc_real_5: 0.21162859637003678 (-0.023039969114156872) | > avg_loss_0: 2.342761314832247 (-0.04260321763845587) | > avg_loss_gen: 2.4414835159595194 (-0.01903698994563241) | > avg_loss_kl: 2.3574457443677463 (-0.14859660772176975) | > avg_loss_feat: 6.810907804048979 (-0.6415777940016518) | > avg_loss_mel: 18.428405028123123 (-0.26175506298358187) | > avg_loss_duration: 2.2943489001347466 (+0.005500334959763542) | > avg_loss_1: 32.33259105682374 (-1.0654659271240234)  > EPOCH: 266/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:38:29)   --> TIME: 2024-06-11 02:38:37 -- STEP: 19/330 -- GLOBAL_STEP: 175800 | > loss_disc: 2.3228180408477783 (2.289444170500103) | > loss_disc_real_0: 0.10731766372919083 (0.10038341699462187) | > loss_disc_real_1: 0.1662365347146988 (0.1967034434017382) | > loss_disc_real_2: 0.22161835432052612 (0.2125368831973327) | > loss_disc_real_3: 0.22863367199897766 (0.2219219207763672) | > loss_disc_real_4: 0.19982224702835083 (0.22659579076265035) | > loss_disc_real_5: 0.20623774826526642 (0.21223560681468562) | > loss_0: 2.3228180408477783 (2.289444170500103) | > grad_norm_0: tensor(8.9692, device='cuda:0') (tensor(12.2633, device='cuda:0')) | > loss_gen: 2.4732823371887207 (2.527455969860679) | > loss_kl: 1.7127693891525269 (1.7526717436941046) | > loss_feat: 7.655774116516113 (7.125959672425923) | > loss_mel: 18.597986221313477 (18.854577817414935) | > loss_duration: 2.038034200668335 (2.1505003728364644) | > loss_1: 32.47784423828125 (32.411165839747376) | > grad_norm_1: tensor(297.5152, device='cuda:0') (tensor(158.2556, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3425 (0.3447888524908769) | > loader_time: 0.0035 (0.003081873843544408)  --> TIME: 2024-06-11 02:38:46 -- STEP: 44/330 -- GLOBAL_STEP: 175825 | > loss_disc: 2.2713584899902344 (2.2918284752152185) | > loss_disc_real_0: 0.09698939323425293 (0.10379678705199198) | > loss_disc_real_1: 0.19109636545181274 (0.19724929603663358) | > loss_disc_real_2: 0.2053346335887909 (0.21223833784461021) | > loss_disc_real_3: 0.2356933206319809 (0.22548461299050937) | > loss_disc_real_4: 0.2336345762014389 (0.2263074510476806) | > loss_disc_real_5: 0.22347556054592133 (0.21656531332568688) | > loss_0: 2.2713584899902344 (2.2918284752152185) | > grad_norm_0: tensor(24.6979, device='cuda:0') (tensor(16.9987, device='cuda:0')) | > loss_gen: 2.5255186557769775 (2.548105559565804) | > loss_kl: 1.9565353393554688 (1.791121851314198) | > loss_feat: 7.620476722717285 (7.308802409605547) | > loss_mel: 18.438936233520508 (18.888067462227564) | > loss_duration: 1.9674201011657715 (2.0866164646365424) | > loss_1: 32.508888244628906 (32.622713869268246) | > grad_norm_1: tensor(305.3770, device='cuda:0') (tensor(209.6534, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3412 (0.3478916449980303) | > loader_time: 0.0034 (0.003212836655703458)  --> TIME: 2024-06-11 02:38:55 -- STEP: 69/330 -- GLOBAL_STEP: 175850 | > loss_disc: 2.3177566528320312 (2.3067622737608096) | > loss_disc_real_0: 0.11931784451007843 (0.10649929163248642) | > loss_disc_real_1: 0.2780432105064392 (0.19798267665116684) | > loss_disc_real_2: 0.19887222349643707 (0.21417098978291388) | > loss_disc_real_3: 0.20846667885780334 (0.22575821241606836) | > loss_disc_real_4: 0.224900022149086 (0.22518187912477963) | > loss_disc_real_5: 0.22389470040798187 (0.21711270079232645) | > loss_0: 2.3177566528320312 (2.3067622737608096) | > grad_norm_0: tensor(8.8912, device='cuda:0') (tensor(18.3776, device='cuda:0')) | > loss_gen: 2.6958553791046143 (2.548165843106698) | > loss_kl: 1.834586501121521 (1.7816895782083706) | > loss_feat: 7.167481422424316 (7.340121255404707) | > loss_mel: 17.50367546081543 (18.936591604481578) | > loss_duration: 1.9862102270126343 (2.0656685241754507) | > loss_1: 31.187808990478516 (32.672237036884695) | > grad_norm_1: tensor(288.8692, device='cuda:0') (tensor(205.1799, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3471 (0.34814961405767914) | > loader_time: 0.0035 (0.0033247643622799196)  --> TIME: 2024-06-11 02:39:04 -- STEP: 94/330 -- GLOBAL_STEP: 175875 | > loss_disc: 2.2170886993408203 (2.3098814614275676) | > loss_disc_real_0: 0.11363036930561066 (0.10881899170419003) | > loss_disc_real_1: 0.16782772541046143 (0.1992266025949031) | > loss_disc_real_2: 0.20149603486061096 (0.2135656640884724) | > loss_disc_real_3: 0.20041239261627197 (0.22464426258142958) | > loss_disc_real_4: 0.22896768152713776 (0.2256830835596044) | > loss_disc_real_5: 0.17679312825202942 (0.21565194745013055) | > loss_0: 2.2170886993408203 (2.3098814614275676) | > grad_norm_0: tensor(21.6039, device='cuda:0') (tensor(18.6890, device='cuda:0')) | > loss_gen: 2.6369335651397705 (2.5463100646404513) | > loss_kl: 1.8343837261199951 (1.7771095468642863) | > loss_feat: 7.450062274932861 (7.321893661580187) | > loss_mel: 18.5112247467041 (18.917566157401875) | > loss_duration: 2.074544906616211 (2.057043109802489) | > loss_1: 32.50714874267578 (32.619922800266984) | > grad_norm_1: tensor(231.8399, device='cuda:0') (tensor(213.9088, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3464 (0.3491297148643656) | > loader_time: 0.0038 (0.003448052609220464)  --> TIME: 2024-06-11 02:39:13 -- STEP: 119/330 -- GLOBAL_STEP: 175900 | > loss_disc: 2.2481303215026855 (2.302332373226391) | > loss_disc_real_0: 0.07201910018920898 (0.10859273630781334) | > loss_disc_real_1: 0.19066444039344788 (0.1982699099208126) | > loss_disc_real_2: 0.20263893902301788 (0.21362005775215245) | > loss_disc_real_3: 0.2170795351266861 (0.22429607533106283) | > loss_disc_real_4: 0.18548864126205444 (0.22423832281296993) | > loss_disc_real_5: 0.2096884548664093 (0.21522520056792668) | > loss_0: 2.2481303215026855 (2.302332373226391) | > grad_norm_0: tensor(11.9318, device='cuda:0') (tensor(20.1952, device='cuda:0')) | > loss_gen: 2.678910255432129 (2.56404603629553) | > loss_kl: 1.7929272651672363 (1.7809164714412529) | > loss_feat: 7.360605716705322 (7.375267898335176) | > loss_mel: 18.649349212646484 (18.903730584793728) | > loss_duration: 2.0344150066375732 (2.0542336992856827) | > loss_1: 32.51620864868164 (32.6781948474275) | > grad_norm_1: tensor(426.5443, device='cuda:0') (tensor(232.3284, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3669 (0.35127637366286846) | > loader_time: 0.0039 (0.003551174612606273)  --> TIME: 2024-06-11 02:39:23 -- STEP: 144/330 -- GLOBAL_STEP: 175925 | > loss_disc: 2.254756450653076 (2.3079181164503106) | > loss_disc_real_0: 0.1351066529750824 (0.10890416581080192) | > loss_disc_real_1: 0.21128392219543457 (0.19944087519413894) | > loss_disc_real_2: 0.22527924180030823 (0.21338688892622787) | > loss_disc_real_3: 0.23337440192699432 (0.22490360701663625) | > loss_disc_real_4: 0.27004149556159973 (0.22412163795282444) | > loss_disc_real_5: 0.19508011639118195 (0.21656394977536467) | > loss_0: 2.254756450653076 (2.3079181164503106) | > grad_norm_0: tensor(59.3568, device='cuda:0') (tensor(20.7377, device='cuda:0')) | > loss_gen: 2.7511398792266846 (2.5665420475933285) | > loss_kl: 1.7778511047363281 (1.7846234622928832) | > loss_feat: 8.089940071105957 (7.392090638478597) | > loss_mel: 18.389904022216797 (18.880576252937313) | > loss_duration: 2.0262720584869385 (2.055970746609898) | > loss_1: 33.03510665893555 (32.67980330520207) | > grad_norm_1: tensor(427.8882, device='cuda:0') (tensor(241.9930, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3954 (0.3562900837924745) | > loader_time: 0.005 (0.003679532143804762)  --> TIME: 2024-06-11 02:39:33 -- STEP: 169/330 -- GLOBAL_STEP: 175950 | > loss_disc: 2.282341718673706 (2.309308339858196) | > loss_disc_real_0: 0.0781283974647522 (0.11001827649375391) | > loss_disc_real_1: 0.17604263126850128 (0.19939105918068853) | > loss_disc_real_2: 0.2030002772808075 (0.21317007635119398) | > loss_disc_real_3: 0.21177753806114197 (0.2246973650342614) | > loss_disc_real_4: 0.21050556004047394 (0.22331975109478425) | > loss_disc_real_5: 0.21419675648212433 (0.21725670049881793) | > loss_0: 2.282341718673706 (2.309308339858196) | > grad_norm_0: tensor(28.6112, device='cuda:0') (tensor(23.3436, device='cuda:0')) | > loss_gen: 2.7189888954162598 (2.574069902036316) | > loss_kl: 1.8122053146362305 (1.7951721270408856) | > loss_feat: 7.639874458312988 (7.411064334169647) | > loss_mel: 19.28002166748047 (18.86179064011434) | > loss_duration: 2.0897722244262695 (2.058447954922737) | > loss_1: 33.540863037109375 (32.70054509089544) | > grad_norm_1: tensor(410.1518, device='cuda:0') (tensor(256.6716, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3735 (0.36256879039064666) | > loader_time: 0.0048 (0.003815126136915218)  --> TIME: 2024-06-11 02:39:43 -- STEP: 194/330 -- GLOBAL_STEP: 175975 | > loss_disc: 2.283614158630371 (2.309876556249009) | > loss_disc_real_0: 0.06388375163078308 (0.11159997264441755) | > loss_disc_real_1: 0.24146999418735504 (0.19973905069619105) | > loss_disc_real_2: 0.22100965678691864 (0.2133795134339136) | > loss_disc_real_3: 0.2287246733903885 (0.22440845027719578) | > loss_disc_real_4: 0.25191113352775574 (0.2232129394086366) | > loss_disc_real_5: 0.2612776458263397 (0.2164710651814323) | > loss_0: 2.283614158630371 (2.309876556249009) | > grad_norm_0: tensor(13.7049, device='cuda:0') (tensor(25.3325, device='cuda:0')) | > loss_gen: 2.5549209117889404 (2.5729343891143794) | > loss_kl: 1.7587040662765503 (1.7989717918572967) | > loss_feat: 7.429013729095459 (7.398711069343016) | > loss_mel: 19.136337280273438 (18.854124000392027) | > loss_duration: 2.076418399810791 (2.0639236845920994) | > loss_1: 32.95539474487305 (32.68866504590538) | > grad_norm_1: tensor(117.8574, device='cuda:0') (tensor(268.7870, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.3945 (0.3672742130830116) | > loader_time: 0.0045 (0.0039597036912269205)  --> TIME: 2024-06-11 02:39:53 -- STEP: 219/330 -- GLOBAL_STEP: 176000 | > loss_disc: 2.206442356109619 (2.310152143103892) | > loss_disc_real_0: 0.13205713033676147 (0.11197621280063777) | > loss_disc_real_1: 0.18632671236991882 (0.19924894778151486) | > loss_disc_real_2: 0.21172650158405304 (0.2133784715987776) | > loss_disc_real_3: 0.21655064821243286 (0.22459911633299912) | > loss_disc_real_4: 0.17652627825737 (0.22311907462333436) | > loss_disc_real_5: 0.18502214550971985 (0.21635400418821535) | > loss_0: 2.206442356109619 (2.310152143103892) | > grad_norm_0: tensor(43.8690, device='cuda:0') (tensor(25.4447, device='cuda:0')) | > loss_gen: 2.713132381439209 (2.5692889004537505) | > loss_kl: 1.9325367212295532 (1.8002256476171485) | > loss_feat: 8.73006534576416 (7.400275591845926) | > loss_mel: 19.224946975708008 (18.821412038585382) | > loss_duration: 2.1294431686401367 (2.0701174071934676) | > loss_1: 34.730125427246094 (32.661319662991204) | > grad_norm_1: tensor(469.2550, device='cuda:0') (tensor(278.4994, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.4061 (0.3706629689969973) | > loader_time: 0.0056 (0.004092811993812316) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_176000.pth  --> TIME: 2024-06-11 02:40:08 -- STEP: 244/330 -- GLOBAL_STEP: 176025 | > loss_disc: 2.32561993598938 (2.311764703422297) | > loss_disc_real_0: 0.08582358062267303 (0.11263179980584832) | > loss_disc_real_1: 0.2652036249637604 (0.19949049520932258) | > loss_disc_real_2: 0.225893035531044 (0.21375525034353382) | > loss_disc_real_3: 0.2157059907913208 (0.22467654662542655) | > loss_disc_real_4: 0.221298947930336 (0.2233555043329958) | > loss_disc_real_5: 0.21399357914924622 (0.21595112991626145) | > loss_0: 2.32561993598938 (2.311764703422297) | > grad_norm_0: tensor(33.9144, device='cuda:0') (tensor(26.8585, device='cuda:0')) | > loss_gen: 2.714773654937744 (2.5685861384282345) | > loss_kl: 1.7440184354782104 (1.8004264128012735) | > loss_feat: 6.778615474700928 (7.386398121958873) | > loss_mel: 17.897300720214844 (18.782536803698946) | > loss_duration: 2.0675930976867676 (2.077496759227066) | > loss_1: 31.202299118041992 (32.615444308421665) | > grad_norm_1: tensor(456.0237, device='cuda:0') (tensor(291.8574, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.4403 (0.37562414954920287) | > loader_time: 0.0054 (0.004236563307340028)  --> TIME: 2024-06-11 02:40:19 -- STEP: 269/330 -- GLOBAL_STEP: 176050 | > loss_disc: 2.2886569499969482 (2.3157505085034007) | > loss_disc_real_0: 0.07396316528320312 (0.11375473075473617) | > loss_disc_real_1: 0.1870047003030777 (0.2001742846349801) | > loss_disc_real_2: 0.2057558000087738 (0.21416994547090565) | > loss_disc_real_3: 0.2042395919561386 (0.22520674477057828) | > loss_disc_real_4: 0.22600843012332916 (0.22347640298777796) | > loss_disc_real_5: 0.17674791812896729 (0.21613170738335435) | > loss_0: 2.2886569499969482 (2.3157505085034007) | > grad_norm_0: tensor(15.8052, device='cuda:0') (tensor(28.3820, device='cuda:0')) | > loss_gen: 2.227832555770874 (2.5678667694219426) | > loss_kl: 1.7407220602035522 (1.8016296244022127) | > loss_feat: 7.616150856018066 (7.407408932327781) | > loss_mel: 17.844514846801758 (18.740970356313728) | > loss_duration: 2.176888942718506 (2.0845678641450456) | > loss_1: 31.606109619140625 (32.602443617072694) | > grad_norm_1: tensor(235.4394, device='cuda:0') (tensor(300.0547, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.4379 (0.3809467585113412) | > loader_time: 0.0065 (0.004416347879459424)  --> TIME: 2024-06-11 02:40:31 -- STEP: 294/330 -- GLOBAL_STEP: 176075 | > loss_disc: 2.3999228477478027 (2.3149045040818312) | > loss_disc_real_0: 0.15603721141815186 (0.1140237292338188) | > loss_disc_real_1: 0.18751540780067444 (0.2003157387177149) | > loss_disc_real_2: 0.20585864782333374 (0.21434608841834427) | > loss_disc_real_3: 0.21802692115306854 (0.22500272019177067) | > loss_disc_real_4: 0.2448563128709793 (0.222767816514385) | > loss_disc_real_5: 0.26055842638015747 (0.2156224631938804) | > loss_0: 2.3999228477478027 (2.3149045040818312) | > grad_norm_0: tensor(81.5563, device='cuda:0') (tensor(29.5659, device='cuda:0')) | > loss_gen: 2.403848648071289 (2.5708363631955624) | > loss_kl: 1.7726908922195435 (1.8027851674832454) | > loss_feat: 7.339962959289551 (7.424275073875376) | > loss_mel: 17.77692985534668 (18.69299941160243) | > loss_duration: 2.2270596027374268 (2.0935743455173204) | > loss_1: 31.520492553710938 (32.58447044398509) | > grad_norm_1: tensor(479.0824, device='cuda:0') (tensor(313.2801, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.4687 (0.38713087516577077) | > loader_time: 0.0068 (0.00461514142094826)  --> TIME: 2024-06-11 02:40:44 -- STEP: 319/330 -- GLOBAL_STEP: 176100 | > loss_disc: 2.3826565742492676 (2.317423358606322) | > loss_disc_real_0: 0.14825689792633057 (0.1147413391701667) | > loss_disc_real_1: 0.22537384927272797 (0.20088116404217987) | > loss_disc_real_2: 0.20879997313022614 (0.21426250437584043) | > loss_disc_real_3: 0.22850805521011353 (0.22515037216736605) | > loss_disc_real_4: 0.19320710003376007 (0.22252800065708758) | > loss_disc_real_5: 0.19791299104690552 (0.21557749462165054) | > loss_0: 2.3826565742492676 (2.317423358606322) | > grad_norm_0: tensor(40.0622, device='cuda:0') (tensor(29.6228, device='cuda:0')) | > loss_gen: 2.4811484813690186 (2.564522402413587) | > loss_kl: 1.8418023586273193 (1.8052181457651073) | > loss_feat: 8.33792495727539 (7.439086792984726) | > loss_mel: 17.9114990234375 (18.633802868355808) | > loss_duration: 2.2768702507019043 (2.106585134159435) | > loss_1: 32.8492431640625 (32.54921539450139) | > grad_norm_1: tensor(449.1530, device='cuda:0') (tensor(317.5403, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.574 (0.3970304193167852) | > loader_time: 0.0096 (0.0048710290914792615)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2573041915893555 (2.2573041915893555) | > loss_disc_real_0: 0.06928955018520355 (0.06928955018520355) | > loss_disc_real_1: 0.19857041537761688 (0.19857041537761688) | > loss_disc_real_2: 0.23654691874980927 (0.23654691874980927) | > loss_disc_real_3: 0.2668014466762543 (0.2668014466762543) | > loss_disc_real_4: 0.2739107608795166 (0.2739107608795166) | > loss_disc_real_5: 0.17446109652519226 (0.17446109652519226) | > loss_0: 2.2573041915893555 (2.2573041915893555) | > loss_gen: 2.581258773803711 (2.581258773803711) | > loss_kl: 1.4875723123550415 (1.4875723123550415) | > loss_feat: 8.050015449523926 (8.050015449523926) | > loss_mel: 18.759845733642578 (18.759845733642578) | > loss_duration: 2.885420083999634 (2.885420083999634) | > loss_1: 33.76411437988281 (33.76411437988281)  --> STEP: 1 | > loss_disc: 2.4669506549835205 (2.4669506549835205) | > loss_disc_real_0: 0.1206509992480278 (0.1206509992480278) | > loss_disc_real_1: 0.15543566644191742 (0.15543566644191742) | > loss_disc_real_2: 0.21173204481601715 (0.21173204481601715) | > loss_disc_real_3: 0.34411337971687317 (0.34411337971687317) | > loss_disc_real_4: 0.3622320294380188 (0.3622320294380188) | > loss_disc_real_5: 0.25834760069847107 (0.25834760069847107) | > loss_0: 2.4669506549835205 (2.4669506549835205) | > loss_gen: 2.459247589111328 (2.459247589111328) | > loss_kl: 1.7858753204345703 (1.7858753204345703) | > loss_feat: 7.0586628913879395 (7.0586628913879395) | > loss_mel: 19.57217788696289 (19.57217788696289) | > loss_duration: 2.403067111968994 (2.403067111968994) | > loss_1: 33.279029846191406 (33.279029846191406)  --> STEP: 2 | > loss_disc: 2.257084369659424 (2.362017512321472) | > loss_disc_real_0: 0.09034612774848938 (0.10549856349825859) | > loss_disc_real_1: 0.11324701458215714 (0.13434134051203728) | > loss_disc_real_2: 0.23044231534004211 (0.22108718007802963) | > loss_disc_real_3: 0.28640180826187134 (0.31525759398937225) | > loss_disc_real_4: 0.24860037863254547 (0.30541620403528214) | > loss_disc_real_5: 0.21006819605827332 (0.2342078983783722) | > loss_0: 2.257084369659424 (2.362017512321472) | > loss_gen: 2.5548577308654785 (2.5070526599884033) | > loss_kl: 2.2373571395874023 (2.0116162300109863) | > loss_feat: 6.57705020904541 (6.817856550216675) | > loss_mel: 18.995807647705078 (19.283992767333984) | > loss_duration: 2.470858573913574 (2.436962842941284) | > loss_1: 32.83592987060547 (33.05747985839844)  --> STEP: 3 | > loss_disc: 2.309739112854004 (2.3445913791656494) | > loss_disc_real_0: 0.08187607675790787 (0.09762440125147502) | > loss_disc_real_1: 0.2273884266614914 (0.16535703589518866) | > loss_disc_real_2: 0.19887937605381012 (0.21368457873662314) | > loss_disc_real_3: 0.2575089931488037 (0.2960080603758494) | > loss_disc_real_4: 0.28384289145469666 (0.29822509984175366) | > loss_disc_real_5: 0.2526760995388031 (0.24036396543184915) | > loss_0: 2.309739112854004 (2.3445913791656494) | > loss_gen: 2.507205009460449 (2.507103443145752) | > loss_kl: 2.144625663757324 (2.055952707926432) | > loss_feat: 7.084045886993408 (6.906586329142253) | > loss_mel: 18.81473159790039 (19.127572377522785) | > loss_duration: 2.1909284591674805 (2.3549513816833496) | > loss_1: 32.741539001464844 (32.95216623942057)  --> STEP: 4 | > loss_disc: 2.3041253089904785 (2.3344748616218567) | > loss_disc_real_0: 0.08290986716747284 (0.09394576773047447) | > loss_disc_real_1: 0.10425940155982971 (0.15008262731134892) | > loss_disc_real_2: 0.1428145319223404 (0.19596706703305244) | > loss_disc_real_3: 0.1792430430650711 (0.26681680604815483) | > loss_disc_real_4: 0.2593325674533844 (0.28850196674466133) | > loss_disc_real_5: 0.19038133323192596 (0.22786830738186836) | > loss_0: 2.3041253089904785 (2.3344748616218567) | > loss_gen: 2.2457242012023926 (2.441758632659912) | > loss_kl: 2.5803661346435547 (2.187056064605713) | > loss_feat: 6.164369106292725 (6.721032023429871) | > loss_mel: 18.285953521728516 (18.91716766357422) | > loss_duration: 2.2610177993774414 (2.3314679861068726) | > loss_1: 31.537429809570312 (32.59848213195801)  --> STEP: 5 | > loss_disc: 2.2994275093078613 (2.3274653911590577) | > loss_disc_real_0: 0.05930632725358009 (0.0870178796350956) | > loss_disc_real_1: 0.1371372491121292 (0.14749355167150496) | > loss_disc_real_2: 0.27216365933418274 (0.2112063854932785) | > loss_disc_real_3: 0.22939066588878632 (0.25933157801628115) | > loss_disc_real_4: 0.2589268982410431 (0.28258695304393766) | > loss_disc_real_5: 0.1949819028377533 (0.22129102647304535) | > loss_0: 2.2994275093078613 (2.3274653911590577) | > loss_gen: 2.4870975017547607 (2.450826406478882) | > loss_kl: 2.3359832763671875 (2.2168415069580076) | > loss_feat: 6.0887861251831055 (6.594582843780517) | > loss_mel: 20.994722366333008 (19.332678604125977) | > loss_duration: 2.303577423095703 (2.3258898735046385) | > loss_1: 34.210166931152344 (32.92081909179687)  --> STEP: 6 | > loss_disc: 2.295562982559204 (2.322148323059082) | > loss_disc_real_0: 0.10037647932767868 (0.08924431291719277) | > loss_disc_real_1: 0.12940344214439392 (0.14447853341698647) | > loss_disc_real_2: 0.18820072710514069 (0.20737210909525552) | > loss_disc_real_3: 0.28428614139556885 (0.2634906719128291) | > loss_disc_real_4: 0.2705577313899994 (0.2805820827682813) | > loss_disc_real_5: 0.18744148313999176 (0.2156494359175364) | > loss_0: 2.295562982559204 (2.322148323059082) | > loss_gen: 2.338052988052368 (2.4320308367411294) | > loss_kl: 2.6229095458984375 (2.2845195134480796) | > loss_feat: 5.783452987670898 (6.459394534428914) | > loss_mel: 20.382598876953125 (19.507665316263836) | > loss_duration: 2.123152494430542 (2.2921003103256226) | > loss_1: 33.25016784667969 (32.97571055094401)  --> STEP: 7 | > loss_disc: 2.337700366973877 (2.3243700436183383) | > loss_disc_real_0: 0.09186311811208725 (0.08961842794503484) | > loss_disc_real_1: 0.22646822035312653 (0.15619134583643504) | > loss_disc_real_2: 0.19639423489570618 (0.20580384135246277) | > loss_disc_real_3: 0.259229838848114 (0.2628819814750126) | > loss_disc_real_4: 0.24827471375465393 (0.2759667443377631) | > loss_disc_real_5: 0.19775286316871643 (0.21309278266770498) | > loss_0: 2.337700366973877 (2.3243700436183383) | > loss_gen: 2.3781232833862305 (2.4243297576904297) | > loss_kl: 3.6360113620758057 (2.4775897775377547) | > loss_feat: 7.772886753082275 (6.647036279950823) | > loss_mel: 18.421592712402344 (19.352512087140763) | > loss_duration: 2.438636302947998 (2.3130340235573903) | > loss_1: 34.64725112915039 (33.21450206211635)  --> STEP: 8 | > loss_disc: 2.165163040161133 (2.3044691681861877) | > loss_disc_real_0: 0.1162666380405426 (0.09294945420697331) | > loss_disc_real_1: 0.1933872103691101 (0.16084082890301943) | > loss_disc_real_2: 0.16171225905418396 (0.20029239356517792) | > loss_disc_real_3: 0.20616936683654785 (0.25579290464520454) | > loss_disc_real_4: 0.22137987613677979 (0.2691433858126402) | > loss_disc_real_5: 0.21390041708946228 (0.21319373697042465) | > loss_0: 2.165163040161133 (2.3044691681861877) | > loss_gen: 2.4749486446380615 (2.4306571185588837) | > loss_kl: 2.7597970962524414 (2.5128656923770905) | > loss_feat: 8.249156951904297 (6.847301363945007) | > loss_mel: 20.11842155456543 (19.448250770568848) | > loss_duration: 2.1997313499450684 (2.29887118935585) | > loss_1: 35.80205535888672 (33.53794622421265)  --> STEP: 9 | > loss_disc: 2.017103433609009 (2.272539642122057) | > loss_disc_real_0: 0.04638437554240227 (0.08777555657757653) | > loss_disc_real_1: 0.08722633123397827 (0.15266144027312598) | > loss_disc_real_2: 0.24287886917591095 (0.2050242241885927) | > loss_disc_real_3: 0.20238284766674042 (0.24985845386981964) | > loss_disc_real_4: 0.18809182941913605 (0.2601376573244731) | > loss_disc_real_5: 0.16220468282699585 (0.20752828651004368) | > loss_0: 2.017103433609009 (2.272539642122057) | > loss_gen: 2.368243455886841 (2.423722267150879) | > loss_kl: 2.520167112350464 (2.513676961263021) | > loss_feat: 10.23619556427002 (7.22384516398112) | > loss_mel: 21.726789474487305 (19.7014217376709) | > loss_duration: 2.1074671745300293 (2.2776040765974255) | > loss_1: 38.958866119384766 (34.14027065700955)  --> STEP: 10 | > loss_disc: 2.521188735961914 (2.2974045515060424) | > loss_disc_real_0: 0.2425665259361267 (0.10325465351343155) | > loss_disc_real_1: 0.20955593883991241 (0.1583508901298046) | > loss_disc_real_2: 0.3173689842224121 (0.21625870019197463) | > loss_disc_real_3: 0.2891164720058441 (0.2537842556834221) | > loss_disc_real_4: 0.297159343957901 (0.26383982598781586) | > loss_disc_real_5: 0.2700558602809906 (0.21378104388713837) | > loss_0: 2.521188735961914 (2.2974045515060424) | > loss_gen: 2.812666177749634 (2.4626166582107545) | > loss_kl: 2.223207712173462 (2.4846300363540648) | > loss_feat: 5.959116458892822 (7.09737229347229) | > loss_mel: 18.458547592163086 (19.577134323120116) | > loss_duration: 2.315948009490967 (2.28143846988678) | > loss_1: 31.769487380981445 (33.903192329406735)  --> STEP: 11 | > loss_disc: 2.4167258739471436 (2.3082519444552334) | > loss_disc_real_0: 0.18917840719223022 (0.1110659038478678) | > loss_disc_real_1: 0.1739007830619812 (0.15976451676000247) | > loss_disc_real_2: 0.20504364371299744 (0.21523914960297671) | > loss_disc_real_3: 0.2277621626853943 (0.25141861086541956) | > loss_disc_real_4: 0.2445623278617859 (0.26208732615817676) | > loss_disc_real_5: 0.22630757093429565 (0.21491981907324356) | > loss_0: 2.4167258739471436 (2.3082519444552334) | > loss_gen: 2.3144888877868652 (2.449150497263128) | > loss_kl: 2.8591737747192383 (2.518679467114535) | > loss_feat: 7.2725396156311035 (7.1132965954867275) | > loss_mel: 17.71190643310547 (19.407568151300605) | > loss_duration: 2.427358627319336 (2.2947039387442847) | > loss_1: 32.58546829223633 (33.783399235118516)  --> STEP: 12 | > loss_disc: 2.3498740196228027 (2.3117204507191977) | > loss_disc_real_0: 0.1367909014225006 (0.11320965364575386) | > loss_disc_real_1: 0.15191040933132172 (0.15911000780761242) | > loss_disc_real_2: 0.2123349905014038 (0.2149971363445123) | > loss_disc_real_3: 0.2617933452129364 (0.25228317206104595) | > loss_disc_real_4: 0.22796235978603363 (0.25924357896049816) | > loss_disc_real_5: 0.15995971858501434 (0.21033981069922447) | > loss_0: 2.3498740196228027 (2.3117204507191977) | > loss_gen: 2.405409812927246 (2.445505440235138) | > loss_kl: 2.3313891887664795 (2.503071943918864) | > loss_feat: 5.921925067901611 (7.014015634854634) | > loss_mel: 18.972591400146484 (19.37132008870443) | > loss_duration: 2.211855411529541 (2.2877998948097225) | > loss_1: 31.843172073364258 (33.62171363830566)  --> STEP: 13 | > loss_disc: 2.2013747692108154 (2.303232321372399) | > loss_disc_real_0: 0.1103937029838562 (0.11299304205637711) | > loss_disc_real_1: 0.21513710916042328 (0.16341978483475172) | > loss_disc_real_2: 0.20069624483585358 (0.21389706776692316) | > loss_disc_real_3: 0.2631904184818268 (0.25312219101649064) | > loss_disc_real_4: 0.1925700604915619 (0.25411484677058) | > loss_disc_real_5: 0.12372469156980515 (0.2036771092277307) | > loss_0: 2.2013747692108154 (2.303232321372399) | > loss_gen: 2.589226722717285 (2.4565609235029955) | > loss_kl: 2.84148907661438 (2.5291040310492883) | > loss_feat: 8.088190078735352 (7.096644438230074) | > loss_mel: 18.391498565673828 (19.29594920231746) | > loss_duration: 2.139449119567871 (2.2763882967141953) | > loss_1: 34.04985427856445 (33.654647533710175)  --> STEP: 14 | > loss_disc: 2.21943736076355 (2.2972469670431956) | > loss_disc_real_0: 0.12428551912307739 (0.11379964756114143) | > loss_disc_real_1: 0.12198560684919357 (0.16046020069292613) | > loss_disc_real_2: 0.19070835411548615 (0.2122407310775348) | > loss_disc_real_3: 0.20019586384296417 (0.24934173907552445) | > loss_disc_real_4: 0.2741544246673584 (0.25554624519177843) | > loss_disc_real_5: 0.17937758564949036 (0.2019414289721421) | > loss_0: 2.21943736076355 (2.2972469670431956) | > loss_gen: 2.415998935699463 (2.453663638659886) | > loss_kl: 2.967803716659546 (2.5604397228785922) | > loss_feat: 7.034328460693359 (7.0921932969774515) | > loss_mel: 19.486431121826172 (19.309555053710938) | > loss_duration: 2.3413596153259277 (2.281029105186462) | > loss_1: 34.24592208862305 (33.69688143048967)  --> STEP: 15 | > loss_disc: 2.4082772731781006 (2.304648987452189) | > loss_disc_real_0: 0.189092755317688 (0.11881918807824453) | > loss_disc_real_1: 0.2436307668685913 (0.16600490510463714) | > loss_disc_real_2: 0.18036356568336487 (0.2101155867179235) | > loss_disc_real_3: 0.25690773129463196 (0.2498461385567983) | > loss_disc_real_4: 0.2481662780046463 (0.25505424737930293) | > loss_disc_real_5: 0.24387069046497345 (0.20473671307166416) | > loss_0: 2.4082772731781006 (2.304648987452189) | > loss_gen: 2.4481618404388428 (2.4532968521118166) | > loss_kl: 2.9782626628875732 (2.588294585545858) | > loss_feat: 7.118786334991455 (7.093966166178386) | > loss_mel: 18.763370513916016 (19.273142751057943) | > loss_duration: 2.382828950881958 (2.287815761566162) | > loss_1: 33.691410064697266 (33.69651667277017)  --> STEP: 16 | > loss_disc: 2.428626775741577 (2.312397599220276) | > loss_disc_real_0: 0.1973223090171814 (0.12372563313692808) | > loss_disc_real_1: 0.23920109868049622 (0.17057966720312834) | > loss_disc_real_2: 0.212703138589859 (0.21027730870991945) | > loss_disc_real_3: 0.29328653216362 (0.25256116315722466) | > loss_disc_real_4: 0.30399271845817566 (0.25811290182173247) | > loss_disc_real_5: 0.18027275800704956 (0.20320771588012576) | > loss_0: 2.428626775741577 (2.312397599220276) | > loss_gen: 2.808993101119995 (2.4755278676748276) | > loss_kl: 2.20678448677063 (2.564450204372406) | > loss_feat: 7.0827202796936035 (7.0932632982730865) | > loss_mel: 17.653182983398438 (19.171895265579224) | > loss_duration: 2.344325542449951 (2.2913476228713985) | > loss_1: 32.096004486083984 (33.59648466110229)  --> STEP: 17 | > loss_disc: 2.5027995109558105 (2.3235977116753075) | > loss_disc_real_0: 0.14082205295562744 (0.12473130489096922) | > loss_disc_real_1: 0.22737351059913635 (0.17392048152054057) | > loss_disc_real_2: 0.2321753054857254 (0.2115654261673198) | > loss_disc_real_3: 0.29837408661842346 (0.2552560410078834) | > loss_disc_real_4: 0.339055597782135 (0.26287423687822675) | > loss_disc_real_5: 0.2743464410305023 (0.20739234677132437) | > loss_0: 2.5027995109558105 (2.3235977116753075) | > loss_gen: 2.555894374847412 (2.4802553092732147) | > loss_kl: 2.1038169860839844 (2.5373541327083813) | > loss_feat: 5.332083702087402 (6.989664498497458) | > loss_mel: 17.414766311645508 (19.06853473887724) | > loss_duration: 2.3551862239837646 (2.2951028347015376) | > loss_1: 29.761747360229492 (33.370911878698)  --> STEP: 18 | > loss_disc: 2.212477207183838 (2.31742435031467) | > loss_disc_real_0: 0.08296506851911545 (0.12241095842586623) | > loss_disc_real_1: 0.2451319694519043 (0.17787667529450524) | > loss_disc_real_2: 0.35116997361183167 (0.21932123435868156) | > loss_disc_real_3: 0.24839584529399872 (0.2548749190237787) | > loss_disc_real_4: 0.28519296646118164 (0.264114166299502) | > loss_disc_real_5: 0.13930730521678925 (0.2036098444627391) | > loss_0: 2.212477207183838 (2.31742435031467) | > loss_gen: 3.033324956893921 (2.5109814008076987) | > loss_kl: 2.565991163253784 (2.5389450788497925) | > loss_feat: 8.79751968383789 (7.090100897683038) | > loss_mel: 20.765918731689453 (19.16283384958903) | > loss_duration: 2.2500839233398438 (2.2926017840703325) | > loss_1: 37.412837982177734 (33.59546332889133)  --> STEP: 19 | > loss_disc: 2.433588981628418 (2.3235382782785514) | > loss_disc_real_0: 0.17153775691986084 (0.12499657939923436) | > loss_disc_real_1: 0.21118438243865967 (0.1796297125126186) | > loss_disc_real_2: 0.3194073438644409 (0.22458892433266892) | > loss_disc_real_3: 0.31019699573516846 (0.25778660727174657) | > loss_disc_real_4: 0.2671978771686554 (0.2642764668715627) | > loss_disc_real_5: 0.20824095606803894 (0.2038535871788075) | > loss_0: 2.433588981628418 (2.3235382782785514) | > loss_gen: 2.5119638442993164 (2.511033108359889) | > loss_kl: 1.9902125597000122 (2.5100644199471724) | > loss_feat: 6.685204982757568 (7.068790586371171) | > loss_mel: 16.763566970825195 (19.036556645443564) | > loss_duration: 2.320446491241455 (2.294067294974076) | > loss_1: 30.271392822265625 (33.42051224959524)  --> STEP: 20 | > loss_disc: 2.4521782398223877 (2.3299702763557435) | > loss_disc_real_0: 0.13620001077651978 (0.12555675096809865) | > loss_disc_real_1: 0.15204958617687225 (0.1782507061958313) | > loss_disc_real_2: 0.2709335386753082 (0.22690615504980088) | > loss_disc_real_3: 0.24388740956783295 (0.2570916473865509) | > loss_disc_real_4: 0.2264721840620041 (0.2623862527310848) | > loss_disc_real_5: 0.218732550740242 (0.20459753535687925) | > loss_0: 2.4521782398223877 (2.3299702763557435) | > loss_gen: 2.2351760864257812 (2.4972402572631838) | > loss_kl: 1.84304678440094 (2.476713538169861) | > loss_feat: 4.879227161407471 (6.9593124151229855) | > loss_mel: 17.292722702026367 (18.949364948272706) | > loss_duration: 2.329751491546631 (2.2958515048027035) | > loss_1: 28.579923629760742 (33.17848281860351)  --> STEP: 21 | > loss_disc: 2.3181815147399902 (2.3294089067549932) | > loss_disc_real_0: 0.23482973873615265 (0.1307602265761012) | > loss_disc_real_1: 0.17589883506298065 (0.17813871233236223) | > loss_disc_real_2: 0.23198148608207703 (0.22714783747990927) | > loss_disc_real_3: 0.14970874786376953 (0.25197817598070416) | > loss_disc_real_4: 0.22019387781620026 (0.2603770920208522) | > loss_disc_real_5: 0.24896037578582764 (0.20671005156778155) | > loss_0: 2.3181815147399902 (2.3294089067549932) | > loss_gen: 2.5285348892211914 (2.4987304778326127) | > loss_kl: 2.158665180206299 (2.461568378266834) | > loss_feat: 6.035449981689453 (6.915318965911865) | > loss_mel: 17.072553634643555 (18.85999298095703) | > loss_duration: 2.146531820297241 (2.2887410436357767) | > loss_1: 29.941736221313477 (33.024352028256374)  --> STEP: 22 | > loss_disc: 2.2135236263275146 (2.3241413940082896) | > loss_disc_real_0: 0.09967847168445587 (0.12934741953557188) | > loss_disc_real_1: 0.1668654829263687 (0.17762629281390796) | > loss_disc_real_2: 0.2625318765640259 (0.22875620289282364) | > loss_disc_real_3: 0.20424357056617737 (0.24980842118913477) | > loss_disc_real_4: 0.3086230456829071 (0.26257008991458197) | > loss_disc_real_5: 0.2663540244102478 (0.2094211412424391) | > loss_0: 2.2135236263275146 (2.3241413940082896) | > loss_gen: 3.3771347999572754 (2.538657947020097) | > loss_kl: 1.6371490955352783 (2.4240947745063086) | > loss_feat: 9.599678039550781 (7.037335287440907) | > loss_mel: 20.413833618164062 (18.930622100830078) | > loss_duration: 2.2024292945861816 (2.2848177823153404) | > loss_1: 37.230228424072266 (33.215528228066184)  --> STEP: 23 | > loss_disc: 2.615900993347168 (2.3368265939795454) | > loss_disc_real_0: 0.1803177297115326 (0.13156351997800494) | > loss_disc_real_1: 0.25515425205230713 (0.1809970736503601) | > loss_disc_real_2: 0.2595333158969879 (0.23009433824083078) | > loss_disc_real_3: 0.24407781660556793 (0.24955926446811014) | > loss_disc_real_4: 0.272726446390152 (0.26301167063091113) | > loss_disc_real_5: 0.3569942116737366 (0.21583736169597376) | > loss_0: 2.615900993347168 (2.3368265939795454) | > loss_gen: 2.684924364089966 (2.5450173564579175) | > loss_kl: 2.6566574573516846 (2.4342061954995855) | > loss_feat: 7.1229071617126465 (7.041055803713591) | > loss_mel: 18.611207962036133 (18.916734529578168) | > loss_duration: 2.248322010040283 (2.283231009607729) | > loss_1: 33.32402038574219 (33.22024527839992)  --> STEP: 24 | > loss_disc: 2.510925054550171 (2.344080696503321) | > loss_disc_real_0: 0.17006708681583405 (0.1331678352629145) | > loss_disc_real_1: 0.147093266248703 (0.1795844150086244) | > loss_disc_real_2: 0.1936884969472885 (0.2285774281869332) | > loss_disc_real_3: 0.21722444891929626 (0.24821198048690954) | > loss_disc_real_4: 0.2981111407279968 (0.26447414855162305) | > loss_disc_real_5: 0.2790636122226715 (0.21847178880125284) | > loss_0: 2.510925054550171 (2.344080696503321) | > loss_gen: 2.0634007453918457 (2.524949997663498) | > loss_kl: 2.214207649230957 (2.4250395894050594) | > loss_feat: 6.613940238952637 (7.023259321848552) | > loss_mel: 20.1267032623291 (18.96714989344279) | > loss_duration: 2.416177749633789 (2.2887704571088148) | > loss_1: 33.43442916870117 (33.229169607162476)  --> STEP: 25 | > loss_disc: 2.4725890159606934 (2.3492210292816162) | > loss_disc_real_0: 0.25458019971847534 (0.13802432984113694) | > loss_disc_real_1: 0.22629861533641815 (0.18145298302173615) | > loss_disc_real_2: 0.2273564338684082 (0.2285285884141922) | > loss_disc_real_3: 0.22211819887161255 (0.24716822922229767) | > loss_disc_real_4: 0.2563318908214569 (0.2641484582424164) | > loss_disc_real_5: 0.2016516774892807 (0.21779898434877396) | > loss_0: 2.4725890159606934 (2.3492210292816162) | > loss_gen: 2.641658067703247 (2.529618320465088) | > loss_kl: 2.2490532398223877 (2.418000135421752) | > loss_feat: 5.640846252441406 (6.967962799072265) | > loss_mel: 17.06369400024414 (18.891011657714845) | > loss_duration: 2.316037178039551 (2.2898611259460444) | > loss_1: 29.91128921508789 (33.09645439147949)  --> STEP: 26 | > loss_disc: 2.2319891452789307 (2.344712110666128) | > loss_disc_real_0: 0.06878355890512466 (0.13536122326667493) | > loss_disc_real_1: 0.12273842096328735 (0.17919473063487273) | > loss_disc_real_2: 0.1830803006887436 (0.2267805773478288) | > loss_disc_real_3: 0.22164997458457947 (0.24618675789007774) | > loss_disc_real_4: 0.22639520466327667 (0.26269641002783406) | > loss_disc_real_5: 0.17847679555416107 (0.2162865924720581) | > loss_0: 2.2319891452789307 (2.344712110666128) | > loss_gen: 2.2493247985839844 (2.518837800392738) | > loss_kl: 2.4226489067077637 (2.418178934317368) | > loss_feat: 17.091318130493164 (7.357322619511531) | > loss_mel: 21.067962646484375 (18.97474054189829) | > loss_duration: 2.241939067840576 (2.2880179698650647) | > loss_1: 45.07319641113281 (33.55709831531231) --> EVAL PERFORMANCE | > avg_loader_time: 0.002437362304100623 (-2.835347102238565e-05) | > avg_loss_disc: 2.344712110666128 (+0.001950795833881358) | > avg_loss_disc_real_0: 0.13536122326667493 (-0.005001859309581608) | > avg_loss_disc_real_1: 0.17919473063487273 (-0.021978391191134095) | > avg_loss_disc_real_2: 0.2267805773478288 (-0.013753884113751919) | > avg_loss_disc_real_3: 0.24618675789007774 (+0.025729146714393913) | > avg_loss_disc_real_4: 0.26269641002783406 (+0.02926686692696348) | > avg_loss_disc_real_5: 0.2162865924720581 (+0.004657996102021306) | > avg_loss_0: 2.344712110666128 (+0.001950795833881358) | > avg_loss_gen: 2.518837800392738 (+0.07735428443321846) | > avg_loss_kl: 2.418178934317368 (+0.060733189949621735) | > avg_loss_feat: 7.357322619511531 (+0.5464148154625521) | > avg_loss_mel: 18.97474054189829 (+0.5463355137751655) | > avg_loss_duration: 2.2880179698650647 (-0.0063309302696819) | > avg_loss_1: 33.55709831531231 (+1.224507258488572)  > EPOCH: 267/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:41:10)   --> TIME: 2024-06-11 02:41:16 -- STEP: 14/330 -- GLOBAL_STEP: 176125 | > loss_disc: 2.2879443168640137 (2.3342345442090715) | > loss_disc_real_0: 0.12341976910829544 (0.10744494226362024) | > loss_disc_real_1: 0.19770576059818268 (0.19699967333248683) | > loss_disc_real_2: 0.24025563895702362 (0.2121474923832076) | > loss_disc_real_3: 0.23960192501544952 (0.2273784460765975) | > loss_disc_real_4: 0.2502967119216919 (0.2268699354359082) | > loss_disc_real_5: 0.22204117476940155 (0.21991803177765437) | > loss_0: 2.2879443168640137 (2.3342345442090715) | > grad_norm_0: tensor(18.5355, device='cuda:0') (tensor(10.9127, device='cuda:0')) | > loss_gen: 2.748946189880371 (2.4992548397609164) | > loss_kl: 1.674979329109192 (1.7685140541621618) | > loss_feat: 7.4465532302856445 (7.0519686085837225) | > loss_mel: 18.56846046447754 (19.065161296299525) | > loss_duration: 2.0794267654418945 (2.161963735307966) | > loss_1: 32.51836395263672 (32.546862329755506) | > grad_norm_1: tensor(111.0777, device='cuda:0') (tensor(99.2501, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3532 (0.35144845076969694) | > loader_time: 0.0031 (0.003287128039768764)  --> TIME: 2024-06-11 02:41:25 -- STEP: 39/330 -- GLOBAL_STEP: 176150 | > loss_disc: 2.4153759479522705 (2.329470768952981) | > loss_disc_real_0: 0.09006781131029129 (0.10959409912809348) | > loss_disc_real_1: 0.24301649630069733 (0.2003142428703797) | > loss_disc_real_2: 0.2181977927684784 (0.21384751567473778) | > loss_disc_real_3: 0.20327574014663696 (0.22528066161351326) | > loss_disc_real_4: 0.19809144735336304 (0.22506329761101648) | > loss_disc_real_5: 0.18931664526462555 (0.21649457132204986) | > loss_0: 2.4153759479522705 (2.329470768952981) | > grad_norm_0: tensor(8.4170, device='cuda:0') (tensor(9.2644, device='cuda:0')) | > loss_gen: 2.4585957527160645 (2.506986838120681) | > loss_kl: 1.8322577476501465 (1.7741612165402143) | > loss_feat: 7.4492902755737305 (7.139617663163405) | > loss_mel: 18.900501251220703 (18.980311613816486) | > loss_duration: 2.06306791305542 (2.0865830060763235) | > loss_1: 32.703712463378906 (32.48766023684772) | > grad_norm_1: tensor(109.1085, device='cuda:0') (tensor(88.6778, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3522 (0.35530808644417006) | > loader_time: 0.0037 (0.0034286853594657704)  --> TIME: 2024-06-11 02:41:35 -- STEP: 64/330 -- GLOBAL_STEP: 176175 | > loss_disc: 2.281745433807373 (2.3228555098176003) | > loss_disc_real_0: 0.13307324051856995 (0.11231219320325181) | > loss_disc_real_1: 0.16457770764827728 (0.19967669597826898) | > loss_disc_real_2: 0.21674653887748718 (0.21244373684749007) | > loss_disc_real_3: 0.24962520599365234 (0.22846597665920854) | > loss_disc_real_4: 0.22056102752685547 (0.22554736654274166) | > loss_disc_real_5: 0.20930279791355133 (0.21673745941370726) | > loss_0: 2.281745433807373 (2.3228555098176003) | > grad_norm_0: tensor(13.5109, device='cuda:0') (tensor(9.3746, device='cuda:0')) | > loss_gen: 2.5075464248657227 (2.515883903950453) | > loss_kl: 1.9879318475723267 (1.783104719594121) | > loss_feat: 7.7760491371154785 (7.200458750128746) | > loss_mel: 19.542016983032227 (18.962719589471817) | > loss_duration: 2.046654462814331 (2.0630634147673845) | > loss_1: 33.860198974609375 (32.52523005008699) | > grad_norm_1: tensor(158.1135, device='cuda:0') (tensor(92.4561, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3746 (0.35944664478302) | > loader_time: 0.0035 (0.0035139136016368866)  --> TIME: 2024-06-11 02:41:44 -- STEP: 89/330 -- GLOBAL_STEP: 176200 | > loss_disc: 2.3151373863220215 (2.3186206040757433) | > loss_disc_real_0: 0.1285838782787323 (0.11276969577321845) | > loss_disc_real_1: 0.19536589086055756 (0.19985265510805536) | > loss_disc_real_2: 0.20481856167316437 (0.21175675696871255) | > loss_disc_real_3: 0.20707914233207703 (0.2272624723362119) | > loss_disc_real_4: 0.2346259504556656 (0.22523121033491714) | > loss_disc_real_5: 0.18385426700115204 (0.21673885289202915) | > loss_0: 2.3151373863220215 (2.3186206040757433) | > grad_norm_0: tensor(9.4724, device='cuda:0') (tensor(9.4704, device='cuda:0')) | > loss_gen: 2.334218978881836 (2.51777555969324) | > loss_kl: 1.610373854637146 (1.7962943543209118) | > loss_feat: 6.650533676147461 (7.256479831224077) | > loss_mel: 17.542957305908203 (18.935294890671635) | > loss_duration: 2.04742169380188 (2.0528021247199404) | > loss_1: 30.185504913330078 (32.55864653426611) | > grad_norm_1: tensor(166.7698, device='cuda:0') (tensor(110.1862, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3752 (0.36136978395869224) | > loader_time: 0.0044 (0.003618267145049706)  --> TIME: 2024-06-11 02:41:53 -- STEP: 114/330 -- GLOBAL_STEP: 176225 | > loss_disc: 2.331717014312744 (2.317936485273796) | > loss_disc_real_0: 0.11541298031806946 (0.11353568075910996) | > loss_disc_real_1: 0.21029239892959595 (0.19951425505834713) | > loss_disc_real_2: 0.1959296613931656 (0.21201875544430918) | > loss_disc_real_3: 0.250509113073349 (0.22579618857095116) | > loss_disc_real_4: 0.23582369089126587 (0.22435615799928965) | > loss_disc_real_5: 0.21862080693244934 (0.2161006792856936) | > loss_0: 2.331717014312744 (2.317936485273796) | > grad_norm_0: tensor(4.9728, device='cuda:0') (tensor(9.8939, device='cuda:0')) | > loss_gen: 2.5975558757781982 (2.517822158964057) | > loss_kl: 1.7380608320236206 (1.799810364580991) | > loss_feat: 6.898559093475342 (7.279858413495515) | > loss_mel: 19.417068481445312 (18.922502534431327) | > loss_duration: 2.064211845397949 (2.051000311709287) | > loss_1: 32.7154541015625 (32.570993523848706) | > grad_norm_1: tensor(73.8887, device='cuda:0') (tensor(124.1567, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3634 (0.362851059227659) | > loader_time: 0.004 (0.0037119242182949135)  --> TIME: 2024-06-11 02:42:03 -- STEP: 139/330 -- GLOBAL_STEP: 176250 | > loss_disc: 2.2233567237854004 (2.3152961507975625) | > loss_disc_real_0: 0.15420666337013245 (0.11368398226315168) | > loss_disc_real_1: 0.2051205039024353 (0.19928129199597475) | > loss_disc_real_2: 0.19847513735294342 (0.21192092335910248) | > loss_disc_real_3: 0.21750079095363617 (0.2265839824359194) | > loss_disc_real_4: 0.21621817350387573 (0.22413023555879114) | > loss_disc_real_5: 0.1928350329399109 (0.21605206757998294) | > loss_0: 2.2233567237854004 (2.3152961507975625) | > grad_norm_0: tensor(28.8396, device='cuda:0') (tensor(10.5182, device='cuda:0')) | > loss_gen: 2.700834274291992 (2.52253026413403) | > loss_kl: 1.6716934442520142 (1.806505705812852) | > loss_feat: 8.183233261108398 (7.30396639528892) | > loss_mel: 18.58330535888672 (18.897885741089745) | > loss_duration: 2.1043694019317627 (2.0539484178419594) | > loss_1: 33.24343490600586 (32.58483634235191) | > grad_norm_1: tensor(379.9688, device='cuda:0') (tensor(133.6403, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3914 (0.365566064985536) | > loader_time: 0.0045 (0.0038572849987222138)  --> TIME: 2024-06-11 02:42:13 -- STEP: 164/330 -- GLOBAL_STEP: 176275 | > loss_disc: 2.4024229049682617 (2.31912782570211) | > loss_disc_real_0: 0.1040308028459549 (0.11462716528827824) | > loss_disc_real_1: 0.23785677552223206 (0.19960280053499269) | > loss_disc_real_2: 0.22425712645053864 (0.21241819922153543) | > loss_disc_real_3: 0.2303701788187027 (0.2264701268840127) | > loss_disc_real_4: 0.2187192291021347 (0.22393876841155494) | > loss_disc_real_5: 0.2008499950170517 (0.2156860136040827) | > loss_0: 2.4024229049682617 (2.31912782570211) | > grad_norm_0: tensor(9.3602, device='cuda:0') (tensor(11.6233, device='cuda:0')) | > loss_gen: 2.5263619422912598 (2.52369598063027) | > loss_kl: 1.9349387884140015 (1.8099948007886002) | > loss_feat: 7.126490592956543 (7.311176087798142) | > loss_mel: 18.680404663085938 (18.89994016507777) | > loss_duration: 2.1455934047698975 (2.0565147370826917) | > loss_1: 32.413787841796875 (32.60132162745406) | > grad_norm_1: tensor(377.1973, device='cuda:0') (tensor(154.9085, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3867 (0.3679539677573414) | > loader_time: 0.0046 (0.003971438582350569)  --> TIME: 2024-06-11 02:42:23 -- STEP: 189/330 -- GLOBAL_STEP: 176300 | > loss_disc: 2.3569259643554688 (2.317325791353903) | > loss_disc_real_0: 0.09582360088825226 (0.11605612218143448) | > loss_disc_real_1: 0.18614926934242249 (0.19953636257421403) | > loss_disc_real_2: 0.2458852380514145 (0.21189875120208376) | > loss_disc_real_3: 0.23836225271224976 (0.22587194084805787) | > loss_disc_real_4: 0.21789215505123138 (0.22369831627008147) | > loss_disc_real_5: 0.19656483829021454 (0.21463953723352422) | > loss_0: 2.3569259643554688 (2.317325791353903) | > grad_norm_0: tensor(69.1477, device='cuda:0') (tensor(15.0743, device='cuda:0')) | > loss_gen: 2.5143117904663086 (2.5338027969239265) | > loss_kl: 1.833309531211853 (1.8125168167094075) | > loss_feat: 7.253961563110352 (7.336084832590093) | > loss_mel: 18.42645835876465 (18.86030627053882) | > loss_duration: 2.1208841800689697 (2.0621169420777186) | > loss_1: 32.14892578125 (32.60482752764665) | > grad_norm_1: tensor(275.9992, device='cuda:0') (tensor(179.2524, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.3969 (0.37115853047244773) | > loader_time: 0.0049 (0.0040733927772158675)  --> TIME: 2024-06-11 02:42:33 -- STEP: 214/330 -- GLOBAL_STEP: 176325 | > loss_disc: 2.3510937690734863 (2.3208232861812976) | > loss_disc_real_0: 0.1411612331867218 (0.11695012639964296) | > loss_disc_real_1: 0.22980724275112152 (0.1999580876849522) | > loss_disc_real_2: 0.2696422338485718 (0.21286327593794493) | > loss_disc_real_3: 0.23218072950839996 (0.22616371797902562) | > loss_disc_real_4: 0.2445448786020279 (0.22333729977362624) | > loss_disc_real_5: 0.24203704297542572 (0.21457604994283658) | > loss_0: 2.3510937690734863 (2.3208232861812976) | > grad_norm_0: tensor(10.5767, device='cuda:0') (tensor(17.8750, device='cuda:0')) | > loss_gen: 2.774564266204834 (2.5397909055246384) | > loss_kl: 1.791858196258545 (1.8146063161787587) | > loss_feat: 6.7255144119262695 (7.353770376365875) | > loss_mel: 17.903423309326172 (18.822888071291924) | > loss_duration: 2.1699984073638916 (2.0683989313161275) | > loss_1: 31.365358352661133 (32.59945446976991) | > grad_norm_1: tensor(474.4769, device='cuda:0') (tensor(200.4914, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.4191 (0.3748426270262104) | > loader_time: 0.0055 (0.004194503632661339)  --> TIME: 2024-06-11 02:42:44 -- STEP: 239/330 -- GLOBAL_STEP: 176350 | > loss_disc: 2.299222707748413 (2.3175951217507706) | > loss_disc_real_0: 0.11659446358680725 (0.11623100411131292) | > loss_disc_real_1: 0.18440823256969452 (0.19954947634720901) | > loss_disc_real_2: 0.23366646468639374 (0.21273973852271316) | > loss_disc_real_3: 0.243521049618721 (0.22604027839385316) | > loss_disc_real_4: 0.23050209879875183 (0.2232574291807837) | > loss_disc_real_5: 0.21058619022369385 (0.21455495458517115) | > loss_0: 2.299222707748413 (2.3175951217507706) | > grad_norm_0: tensor(42.4438, device='cuda:0') (tensor(19.7492, device='cuda:0')) | > loss_gen: 2.6404855251312256 (2.5451134049244017) | > loss_kl: 1.7846037149429321 (1.8133722947731177) | > loss_feat: 7.085329055786133 (7.372851521400229) | > loss_mel: 18.789573669433594 (18.778373015974363) | > loss_duration: 2.0915091037750244 (2.0759374885878312) | > loss_1: 32.391502380371094 (32.58564758300781) | > grad_norm_1: tensor(394.7364, device='cuda:0') (tensor(218.4230, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.4114 (0.3788662186227584) | > loader_time: 0.0059 (0.0043415664130174985)  --> TIME: 2024-06-11 02:42:55 -- STEP: 264/330 -- GLOBAL_STEP: 176375 | > loss_disc: 2.4215383529663086 (2.3182681753779892) | > loss_disc_real_0: 0.10917344689369202 (0.11621722284083565) | > loss_disc_real_1: 0.21947996318340302 (0.19967996131515864) | > loss_disc_real_2: 0.190812885761261 (0.21286193072570092) | > loss_disc_real_3: 0.2536066472530365 (0.2263995659057841) | > loss_disc_real_4: 0.2658300995826721 (0.2236717181901137) | > loss_disc_real_5: 0.26043033599853516 (0.21509100338726334) | > loss_0: 2.4215383529663086 (2.3182681753779892) | > grad_norm_0: tensor(24.5525, device='cuda:0') (tensor(20.1251, device='cuda:0')) | > loss_gen: 2.474764823913574 (2.541704780224599) | > loss_kl: 1.9290790557861328 (1.8163827847350726) | > loss_feat: 6.316783428192139 (7.375177323818207) | > loss_mel: 17.421030044555664 (18.717843106298744) | > loss_duration: 2.183945894241333 (2.0827096321366065) | > loss_1: 30.325605392456055 (32.53381751522872) | > grad_norm_1: tensor(339.4407, device='cuda:0') (tensor(230.2720, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.4357 (0.3836075952558807) | > loader_time: 0.0069 (0.0044964895103917)  --> TIME: 2024-06-11 02:43:06 -- STEP: 289/330 -- GLOBAL_STEP: 176400 | > loss_disc: 2.292937755584717 (2.3200301546538986) | > loss_disc_real_0: 0.13558059930801392 (0.11676451629575561) | > loss_disc_real_1: 0.19494231045246124 (0.20023180771245264) | > loss_disc_real_2: 0.21071577072143555 (0.21281500598963568) | > loss_disc_real_3: 0.21758656203746796 (0.22623504229070407) | > loss_disc_real_4: 0.22700686752796173 (0.2238922300635737) | > loss_disc_real_5: 0.20053496956825256 (0.21495287909227265) | > loss_0: 2.292937755584717 (2.3200301546538986) | > grad_norm_0: tensor(38.7172, device='cuda:0') (tensor(21.2253, device='cuda:0')) | > loss_gen: 2.5999693870544434 (2.5406064574693734) | > loss_kl: 1.7913000583648682 (1.8200147246819467) | > loss_feat: 7.11635684967041 (7.379914049458751) | > loss_mel: 17.804637908935547 (18.667303237123072) | > loss_duration: 2.219510078430176 (2.0910924470960905) | > loss_1: 31.531776428222656 (32.49893082879406) | > grad_norm_1: tensor(393.8377, device='cuda:0') (tensor(242.8607, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.4646 (0.3888979560363663) | > loader_time: 0.0066 (0.004659032326668607)  --> TIME: 2024-06-11 02:43:19 -- STEP: 314/330 -- GLOBAL_STEP: 176425 | > loss_disc: 2.4068856239318848 (2.3207088488682066) | > loss_disc_real_0: 0.16749951243400574 (0.11704572981852256) | > loss_disc_real_1: 0.23332659900188446 (0.2007601227445208) | > loss_disc_real_2: 0.23906578123569489 (0.21352918726053963) | > loss_disc_real_3: 0.22970059514045715 (0.22603524248501297) | > loss_disc_real_4: 0.2235344797372818 (0.22324283738994294) | > loss_disc_real_5: 0.2155555933713913 (0.21460320188361373) | > loss_0: 2.4068856239318848 (2.3207088488682066) | > grad_norm_0: tensor(100.0186, device='cuda:0') (tensor(23.0413, device='cuda:0')) | > loss_gen: 2.2839224338531494 (2.5432789371271816) | > loss_kl: 1.8660744428634644 (1.8249788098274522) | > loss_feat: 6.506064414978027 (7.39874351859852) | > loss_mel: 16.796812057495117 (18.622390655954945) | > loss_duration: 2.271967887878418 (2.1029340446374998) | > loss_1: 29.724842071533203 (32.49232589818868) | > grad_norm_1: tensor(360.8408, device='cuda:0') (tensor(255.6201, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.5312 (0.39702138703340173) | > loader_time: 0.0081 (0.004869328942268522)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.634777545928955 (2.634777545928955) | > loss_disc_real_0: 0.13988833129405975 (0.13988833129405975) | > loss_disc_real_1: 0.23584172129631042 (0.23584172129631042) | > loss_disc_real_2: 0.3180809020996094 (0.3180809020996094) | > loss_disc_real_3: 0.3106088638305664 (0.3106088638305664) | > loss_disc_real_4: 0.26624876260757446 (0.26624876260757446) | > loss_disc_real_5: 0.2590673565864563 (0.2590673565864563) | > loss_0: 2.634777545928955 (2.634777545928955) | > loss_gen: 2.3139877319335938 (2.3139877319335938) | > loss_kl: 1.7891199588775635 (1.7891199588775635) | > loss_feat: 5.027289867401123 (5.027289867401123) | > loss_mel: 15.104649543762207 (15.104649543762207) | > loss_duration: 2.847954511642456 (2.847954511642456) | > loss_1: 27.08300018310547 (27.08300018310547)  --> STEP: 1 | > loss_disc: 2.1262857913970947 (2.1262857913970947) | > loss_disc_real_0: 0.09413215517997742 (0.09413215517997742) | > loss_disc_real_1: 0.13798996806144714 (0.13798996806144714) | > loss_disc_real_2: 0.25109049677848816 (0.25109049677848816) | > loss_disc_real_3: 0.22436916828155518 (0.22436916828155518) | > loss_disc_real_4: 0.19518153369426727 (0.19518153369426727) | > loss_disc_real_5: 0.2473728060722351 (0.2473728060722351) | > loss_0: 2.1262857913970947 (2.1262857913970947) | > loss_gen: 2.785889148712158 (2.785889148712158) | > loss_kl: 2.6231508255004883 (2.6231508255004883) | > loss_feat: 7.597541809082031 (7.597541809082031) | > loss_mel: 20.470264434814453 (20.470264434814453) | > loss_duration: 2.308926582336426 (2.308926582336426) | > loss_1: 35.785770416259766 (35.785770416259766)  --> STEP: 2 | > loss_disc: 2.2028582096099854 (2.16457200050354) | > loss_disc_real_0: 0.0809689313173294 (0.08755054324865341) | > loss_disc_real_1: 0.1861283779144287 (0.16205917298793793) | > loss_disc_real_2: 0.27374738454818726 (0.2624189406633377) | > loss_disc_real_3: 0.28458255529403687 (0.254475861787796) | > loss_disc_real_4: 0.20583391189575195 (0.2005077227950096) | > loss_disc_real_5: 0.23892824351787567 (0.2431505247950554) | > loss_0: 2.2028582096099854 (2.16457200050354) | > loss_gen: 2.661290168762207 (2.7235896587371826) | > loss_kl: 2.2757415771484375 (2.449446201324463) | > loss_feat: 6.585350513458252 (7.091446161270142) | > loss_mel: 19.02097511291504 (19.745619773864746) | > loss_duration: 2.5191433429718018 (2.4140349626541138) | > loss_1: 33.0625 (34.42413520812988)  --> STEP: 3 | > loss_disc: 2.4392929077148438 (2.256145636240641) | > loss_disc_real_0: 0.10628796368837357 (0.09379635006189346) | > loss_disc_real_1: 0.22019918262958527 (0.18143917620182037) | > loss_disc_real_2: 0.3277822434902191 (0.28420670827229816) | > loss_disc_real_3: 0.22590191662311554 (0.24495121339956918) | > loss_disc_real_4: 0.2537926435470581 (0.21826936304569244) | > loss_disc_real_5: 0.26089826226234436 (0.2490664372841517) | > loss_0: 2.4392929077148438 (2.256145636240641) | > loss_gen: 2.5125880241394043 (2.6532557805379233) | > loss_kl: 2.510791778564453 (2.4698947270711265) | > loss_feat: 6.467503547668457 (6.88346529006958) | > loss_mel: 19.377206802368164 (19.62281545003255) | > loss_duration: 2.2488675117492676 (2.3589791456858316) | > loss_1: 33.11695861816406 (33.988409678141274)  --> STEP: 4 | > loss_disc: 2.355454444885254 (2.2809728384017944) | > loss_disc_real_0: 0.1290866732597351 (0.10261893086135387) | > loss_disc_real_1: 0.18339690566062927 (0.1819286085665226) | > loss_disc_real_2: 0.2726137638092041 (0.28130847215652466) | > loss_disc_real_3: 0.35733455419540405 (0.2730470485985279) | > loss_disc_real_4: 0.2521725296974182 (0.22674515470862389) | > loss_disc_real_5: 0.24186861515045166 (0.2472669817507267) | > loss_0: 2.355454444885254 (2.2809728384017944) | > loss_gen: 2.7966442108154297 (2.6891028881073) | > loss_kl: 2.7844979763031006 (2.54854553937912) | > loss_feat: 8.314879417419434 (7.2413188219070435) | > loss_mel: 19.940494537353516 (19.702235221862793) | > loss_duration: 2.2714462280273438 (2.3370959162712097) | > loss_1: 36.10796356201172 (34.51829814910889)  --> STEP: 5 | > loss_disc: 2.493215560913086 (2.3234213829040526) | > loss_disc_real_0: 0.235560342669487 (0.1292072132229805) | > loss_disc_real_1: 0.17320777475833893 (0.18018444180488585) | > loss_disc_real_2: 0.2553425431251526 (0.27611528635025023) | > loss_disc_real_3: 0.27486997842788696 (0.2734116345643997) | > loss_disc_real_4: 0.2929116189479828 (0.23997844755649567) | > loss_disc_real_5: 0.306009441614151 (0.25901547372341155) | > loss_0: 2.493215560913086 (2.3234213829040526) | > loss_gen: 2.7019851207733154 (2.691679334640503) | > loss_kl: 2.366349220275879 (2.5121062755584718) | > loss_feat: 5.144274711608887 (6.821909999847412) | > loss_mel: 18.678041458129883 (19.49739646911621) | > loss_duration: 2.401157855987549 (2.3499083042144777) | > loss_1: 31.291807174682617 (33.87299995422363)  --> STEP: 6 | > loss_disc: 2.3012728691101074 (2.319729963938395) | > loss_disc_real_0: 0.1746818721294403 (0.1367863230407238) | > loss_disc_real_1: 0.17124119400978088 (0.1786939005057017) | > loss_disc_real_2: 0.20245690643787384 (0.26383888969818753) | > loss_disc_real_3: 0.30073100328445435 (0.27796486268440884) | > loss_disc_real_4: 0.23614147305488586 (0.23933895180622736) | > loss_disc_real_5: 0.20661631226539612 (0.25028228014707565) | > loss_0: 2.3012728691101074 (2.319729963938395) | > loss_gen: 2.5460426807403564 (2.6674065589904785) | > loss_kl: 2.447345018386841 (2.501312732696533) | > loss_feat: 7.4595046043396 (6.928175767262776) | > loss_mel: 19.65179443359375 (19.5231294631958) | > loss_duration: 2.1992812156677246 (2.3248037894566855) | > loss_1: 34.3039665222168 (33.944827715555824)  --> STEP: 7 | > loss_disc: 1.9391748905181885 (2.265364953449794) | > loss_disc_real_0: 0.09384486079216003 (0.13065182843378612) | > loss_disc_real_1: 0.20573365688323975 (0.18255672284535) | > loss_disc_real_2: 0.25663191080093384 (0.26280932128429413) | > loss_disc_real_3: 0.20550045371055603 (0.26761280425957273) | > loss_disc_real_4: 0.14171065390110016 (0.2253920521054949) | > loss_disc_real_5: 0.19623751938343048 (0.2425616000379835) | > loss_0: 1.9391748905181885 (2.265364953449794) | > loss_gen: 2.8745548725128174 (2.6969991752079556) | > loss_kl: 3.602137804031372 (2.6585734571729387) | > loss_feat: 7.78926944732666 (7.051189150129046) | > loss_mel: 21.35287094116211 (19.784521102905273) | > loss_duration: 2.4476330280303955 (2.342350823538644) | > loss_1: 38.066463470458984 (34.53363282339914)  --> STEP: 8 | > loss_disc: 2.3633716106414795 (2.277615785598755) | > loss_disc_real_0: 0.23551365733146667 (0.1437595570459962) | > loss_disc_real_1: 0.23606692254543304 (0.18924549780786037) | > loss_disc_real_2: 0.32513436675071716 (0.270599951967597) | > loss_disc_real_3: 0.2911055088043213 (0.2705493923276663) | > loss_disc_real_4: 0.18312077224254608 (0.2201081421226263) | > loss_disc_real_5: 0.2357284128665924 (0.2417074516415596) | > loss_0: 2.3633716106414795 (2.277615785598755) | > loss_gen: 2.9635043144226074 (2.730312317609787) | > loss_kl: 2.7133562564849854 (2.6654213070869446) | > loss_feat: 8.621655464172363 (7.2474974393844604) | > loss_mel: 18.35494041442871 (19.605823516845703) | > loss_duration: 2.1488614082336426 (2.318164646625519) | > loss_1: 34.80231857299805 (34.567218542099)  --> STEP: 9 | > loss_disc: 2.552461624145508 (2.3081542121039496) | > loss_disc_real_0: 0.38608312606811523 (0.17068439804845387) | > loss_disc_real_1: 0.18532906472682953 (0.18881033857663473) | > loss_disc_real_2: 0.24607296288013458 (0.26787473095787895) | > loss_disc_real_3: 0.2311106026172638 (0.266167304582066) | > loss_disc_real_4: 0.2304701805114746 (0.22125947972138724) | > loss_disc_real_5: 0.254919171333313 (0.24317542049619886) | > loss_0: 2.552461624145508 (2.3081542121039496) | > loss_gen: 2.648491382598877 (2.721221102608575) | > loss_kl: 2.187762975692749 (2.6123481591542563) | > loss_feat: 11.92801284790039 (7.767554706997341) | > loss_mel: 20.998266220092773 (19.760539372762043) | > loss_duration: 2.1196048259735107 (2.296102444330851) | > loss_1: 39.88214111328125 (35.15776549445258)  --> STEP: 10 | > loss_disc: 2.5934176445007324 (2.336680555343628) | > loss_disc_real_0: 0.173347607254982 (0.17095071896910669) | > loss_disc_real_1: 0.20932412147521973 (0.19086171686649323) | > loss_disc_real_2: 0.32278868556022644 (0.2733661264181137) | > loss_disc_real_3: 0.2578631341457367 (0.2653368875384331) | > loss_disc_real_4: 0.26190733909606934 (0.22532426565885544) | > loss_disc_real_5: 0.2261180877685547 (0.24146968722343445) | > loss_0: 2.5934176445007324 (2.336680555343628) | > loss_gen: 2.4018170833587646 (2.689280700683594) | > loss_kl: 2.1135849952697754 (2.562471842765808) | > loss_feat: 4.041569709777832 (7.39495620727539) | > loss_mel: 13.002870559692383 (19.084772491455077) | > loss_duration: 2.30782151222229 (2.297274351119995) | > loss_1: 23.867664337158203 (34.02875537872315)  --> STEP: 11 | > loss_disc: 2.192805051803589 (2.3236009641127153) | > loss_disc_real_0: 0.11159473657608032 (0.16555472056974063) | > loss_disc_real_1: 0.1653604507446289 (0.18854341994632373) | > loss_disc_real_2: 0.21881809830665588 (0.26840721477161755) | > loss_disc_real_3: 0.2858101725578308 (0.26719809526746924) | > loss_disc_real_4: 0.2214517891407013 (0.22497222233902325) | > loss_disc_real_5: 0.19958119094371796 (0.2376616421070966) | > loss_0: 2.192805051803589 (2.3236009641127153) | > loss_gen: 2.6945810317993164 (2.6897625489668413) | > loss_kl: 2.5826566219329834 (2.5643068226900967) | > loss_feat: 7.583366394042969 (7.412084406072443) | > loss_mel: 19.325733184814453 (19.106678009033203) | > loss_duration: 2.415501117706299 (2.308022238991477) | > loss_1: 34.601837158203125 (34.080853722312234)  --> STEP: 12 | > loss_disc: 2.2747204303741455 (2.319527586301168) | > loss_disc_real_0: 0.0932396799325943 (0.1595284671833118) | > loss_disc_real_1: 0.3653733730316162 (0.20327924937009811) | > loss_disc_real_2: 0.30585551261901855 (0.27152790625890094) | > loss_disc_real_3: 0.302632600069046 (0.27015097066760063) | > loss_disc_real_4: 0.21469949185848236 (0.22411616146564484) | > loss_disc_real_5: 0.2754538357257843 (0.24081099157532057) | > loss_0: 2.2747204303741455 (2.319527586301168) | > loss_gen: 3.2899234294891357 (2.7397759556770325) | > loss_kl: 2.1599154472351074 (2.530607541402181) | > loss_feat: 8.114001274108887 (7.4705774784088135) | > loss_mel: 19.66557502746582 (19.153252760569256) | > loss_duration: 2.2326784133911133 (2.3017435868581133) | > loss_1: 35.462093353271484 (34.195957024892174)  --> STEP: 13 | > loss_disc: 2.5555202960968018 (2.3376808716700626) | > loss_disc_real_0: 0.11528962105512619 (0.1561254790196052) | > loss_disc_real_1: 0.14879612624645233 (0.19908823989904845) | > loss_disc_real_2: 0.30597731471061707 (0.2741778607551868) | > loss_disc_real_3: 0.297124445438385 (0.27222585334227634) | > loss_disc_real_4: 0.20768120884895325 (0.22285193434128395) | > loss_disc_real_5: 0.23851755261421204 (0.24063457319369683) | > loss_0: 2.5555202960968018 (2.3376808716700626) | > loss_gen: 2.2771105766296387 (2.7041863111349254) | > loss_kl: 2.6418869495391846 (2.539167495874258) | > loss_feat: 7.246155261993408 (7.453314230992244) | > loss_mel: 18.10074806213379 (19.072290860689602) | > loss_duration: 2.1512603759765625 (2.29016795525184) | > loss_1: 32.41716003417969 (34.05912648714506)  --> STEP: 14 | > loss_disc: 2.6301703453063965 (2.3585729769298007) | > loss_disc_real_0: 0.15445595979690552 (0.15600622764655522) | > loss_disc_real_1: 0.147199809551239 (0.1953819234456335) | > loss_disc_real_2: 0.24840348958969116 (0.2723368342433657) | > loss_disc_real_3: 0.34482619166374207 (0.27741159179380964) | > loss_disc_real_4: 0.31485995650291443 (0.22942393592425755) | > loss_disc_real_5: 0.3553951382637024 (0.24883175641298294) | > loss_0: 2.6301703453063965 (2.3585729769298007) | > loss_gen: 2.695991039276123 (2.7036009345735823) | > loss_kl: 3.782492160797119 (2.6279764005116055) | > loss_feat: 5.414994716644287 (7.3077199799673895) | > loss_mel: 21.65129852294922 (19.256505693708146) | > loss_duration: 2.386420726776123 (2.2970431532178606) | > loss_1: 35.93119812011719 (34.19284588950021)  --> STEP: 15 | > loss_disc: 2.623363494873047 (2.3762256781260174) | > loss_disc_real_0: 0.2996959090232849 (0.1655855397383372) | > loss_disc_real_1: 0.2481371909379959 (0.19889894127845764) | > loss_disc_real_2: 0.2794308066368103 (0.272809765736262) | > loss_disc_real_3: 0.31056252121925354 (0.2796216537555059) | > loss_disc_real_4: 0.2880990505218506 (0.23333561023076374) | > loss_disc_real_5: 0.2967821955680847 (0.2520284523566564) | > loss_0: 2.623363494873047 (2.3762256781260174) | > loss_gen: 2.695492744445801 (2.7030603885650635) | > loss_kl: 3.59596586227417 (2.6925090312957765) | > loss_feat: 7.722499847412109 (7.335371971130371) | > loss_mel: 18.586618423461914 (19.211846542358398) | > loss_duration: 2.2934885025024414 (2.2968061765034995) | > loss_1: 34.894065856933594 (34.2395938873291)  --> STEP: 16 | > loss_disc: 2.4713332653045654 (2.3821699023246765) | > loss_disc_real_0: 0.19260689616203308 (0.1672743745148182) | > loss_disc_real_1: 0.22746898233890533 (0.20068456884473562) | > loss_disc_real_2: 0.21708691120147705 (0.26932708732783794) | > loss_disc_real_3: 0.2742629945278168 (0.2792867375537753) | > loss_disc_real_4: 0.23287393152713776 (0.23330675531178713) | > loss_disc_real_5: 0.31822043657302856 (0.25616545137017965) | > loss_0: 2.4713332653045654 (2.3821699023246765) | > loss_gen: 2.658892869949341 (2.700299918651581) | > loss_kl: 2.817085027694702 (2.7002950310707092) | > loss_feat: 6.7399725914001465 (7.298159509897232) | > loss_mel: 17.1165828704834 (19.08089256286621) | > loss_duration: 2.3808326721191406 (2.302057832479477) | > loss_1: 31.713367462158203 (34.08170473575592)  --> STEP: 17 | > loss_disc: 2.2551214694976807 (2.374696465099559) | > loss_disc_real_0: 0.10133440792560577 (0.16339555295074687) | > loss_disc_real_1: 0.1770683228969574 (0.19929537790663102) | > loss_disc_real_2: 0.3118574619293213 (0.27182887406910167) | > loss_disc_real_3: 0.2949528694152832 (0.2802082747220993) | > loss_disc_real_4: 0.20614385604858398 (0.2317089377080693) | > loss_disc_real_5: 0.2810724377632141 (0.2576305682168287) | > loss_0: 2.2551214694976807 (2.374696465099559) | > loss_gen: 2.8698060512542725 (2.7102708676282097) | > loss_kl: 1.9266918897628784 (2.6547889639349544) | > loss_feat: 7.329522132873535 (7.300004370072308) | > loss_mel: 18.298784255981445 (19.03488619187299) | > loss_duration: 2.367161273956299 (2.305887446683996) | > loss_1: 32.79196548461914 (34.005837720983166)  --> STEP: 18 | > loss_disc: 2.3524885177612305 (2.37346269024743) | > loss_disc_real_0: 0.11307960748672485 (0.1606002226471901) | > loss_disc_real_1: 0.26057788729667664 (0.20269996176163355) | > loss_disc_real_2: 0.3432002067565918 (0.2757939481072956) | > loss_disc_real_3: 0.27454572916030884 (0.2798936888575554) | > loss_disc_real_4: 0.2038809061050415 (0.23016293595234552) | > loss_disc_real_5: 0.179396390914917 (0.2532842250333892) | > loss_0: 2.3524885177612305 (2.37346269024743) | > loss_gen: 2.711195230484009 (2.7103222211201987) | > loss_kl: 2.94745135307312 (2.6710479855537415) | > loss_feat: 8.040862083435059 (7.341163131925795) | > loss_mel: 20.173336029052734 (19.09813340504964) | > loss_duration: 2.225248336791992 (2.30140749613444) | > loss_1: 36.09809112548828 (34.12207402123345)  --> STEP: 19 | > loss_disc: 2.5044615268707275 (2.380357365859182) | > loss_disc_real_0: 0.22582343220710754 (0.16403302315034365) | > loss_disc_real_1: 0.197750061750412 (0.20243944070841136) | > loss_disc_real_2: 0.22099556028842926 (0.2729098224326184) | > loss_disc_real_3: 0.17295746505260468 (0.27426546655203166) | > loss_disc_real_4: 0.2104547917842865 (0.22912566520665822) | > loss_disc_real_5: 0.22978931665420532 (0.252047650908169) | > loss_0: 2.5044615268707275 (2.380357365859182) | > loss_gen: 2.2656397819519043 (2.686917882216604) | > loss_kl: 1.8721991777420044 (2.629003311458387) | > loss_feat: 8.237690925598145 (7.388348805276971) | > loss_mel: 17.07457160949707 (18.99163015265214) | > loss_duration: 2.3041765689849854 (2.3015532368107845) | > loss_1: 31.7542781829834 (33.99745318764135)  --> STEP: 20 | > loss_disc: 2.2730541229248047 (2.3749922037124636) | > loss_disc_real_0: 0.19380483031272888 (0.1655216135084629) | > loss_disc_real_1: 0.1822204887866974 (0.20142849311232566) | > loss_disc_real_2: 0.29498958587646484 (0.2740138106048107) | > loss_disc_real_3: 0.31915947794914246 (0.2765101671218872) | > loss_disc_real_4: 0.19274599850177765 (0.22730668187141417) | > loss_disc_real_5: 0.2177508920431137 (0.2503328129649162) | > loss_0: 2.2730541229248047 (2.3749922037124636) | > loss_gen: 2.913203239440918 (2.69823215007782) | > loss_kl: 2.186918020248413 (2.606899046897888) | > loss_feat: 6.676661491394043 (7.352764439582825) | > loss_mel: 19.909204483032227 (19.03750886917114) | > loss_duration: 2.303100109100342 (2.3016305804252624) | > loss_1: 33.98908996582031 (33.9970350265503)  --> STEP: 21 | > loss_disc: 2.5032525062561035 (2.3810998371669223) | > loss_disc_real_0: 0.201231449842453 (0.16722208190531956) | > loss_disc_real_1: 0.2909950017929077 (0.20569356495425814) | > loss_disc_real_2: 0.2877551019191742 (0.2746681578102566) | > loss_disc_real_3: 0.2931705713272095 (0.277303519703093) | > loss_disc_real_4: 0.2763253152370453 (0.2296409025078728) | > loss_disc_real_5: 0.24755428731441498 (0.2502005022196543) | > loss_0: 2.5032525062561035 (2.3810998371669223) | > loss_gen: 2.7152788639068604 (2.6990438983553933) | > loss_kl: 2.316300392150879 (2.593061015719459) | > loss_feat: 5.641392230987549 (7.271270524887812) | > loss_mel: 18.831947326660156 (19.027720224289666) | > loss_duration: 2.187960147857666 (2.2962177026839483) | > loss_1: 31.69287872314453 (33.88731329781669)  --> STEP: 22 | > loss_disc: 2.215963125228882 (2.3735936229879204) | > loss_disc_real_0: 0.08766359090805054 (0.16360578685998914) | > loss_disc_real_1: 0.1657741516828537 (0.2038790461691943) | > loss_disc_real_2: 0.2529332637786865 (0.27368020808154886) | > loss_disc_real_3: 0.2778177857398987 (0.27732689543203876) | > loss_disc_real_4: 0.2867879867553711 (0.23223849724639545) | > loss_disc_real_5: 0.2633395791053772 (0.2507977329871871) | > loss_0: 2.215963125228882 (2.3735936229879204) | > loss_gen: 2.7560720443725586 (2.7016360868107188) | > loss_kl: 1.9955755472183228 (2.5659025853330437) | > loss_feat: 8.4425048828125 (7.324508450248024) | > loss_mel: 19.87504768371582 (19.06623510880904) | > loss_duration: 2.1616263389587402 (2.2900999134237114) | > loss_1: 35.23082733154297 (33.94838211753152)  --> STEP: 23 | > loss_disc: 2.3506197929382324 (2.372594760811847) | > loss_disc_real_0: 0.15651005506515503 (0.16329727678195288) | > loss_disc_real_1: 0.24057000875473022 (0.2054743054120437) | > loss_disc_real_2: 0.25570788979530334 (0.27289880293866864) | > loss_disc_real_3: 0.2676374614238739 (0.2769056156925533) | > loss_disc_real_4: 0.15843303501605988 (0.22902956410594608) | > loss_disc_real_5: 0.18452636897563934 (0.24791636933451114) | > loss_0: 2.3506197929382324 (2.372594760811847) | > loss_gen: 2.5004568099975586 (2.6928891617318857) | > loss_kl: 2.637193202972412 (2.569002177404321) | > loss_feat: 6.1179327964782715 (7.272048639214558) | > loss_mel: 19.444719314575195 (19.082690943842348) | > loss_duration: 2.2771224975585938 (2.289535677951315) | > loss_1: 32.97742462158203 (33.90616657422937)  --> STEP: 24 | > loss_disc: 2.5040295124053955 (2.378071208794912) | > loss_disc_real_0: 0.17582903802394867 (0.16381943350036937) | > loss_disc_real_1: 0.18676041066646576 (0.20469455979764462) | > loss_disc_real_2: 0.2567947804927826 (0.2722278020034234) | > loss_disc_real_3: 0.3092276453971863 (0.2782523669302463) | > loss_disc_real_4: 0.24770484864711761 (0.22980770096182823) | > loss_disc_real_5: 0.2733251750469208 (0.2489750695725282) | > loss_0: 2.5040295124053955 (2.378071208794912) | > loss_gen: 2.588221311569214 (2.688528001308441) | > loss_kl: 2.2054436206817627 (2.5538539042075477) | > loss_feat: 8.561400413513184 (7.325771629810333) | > loss_mel: 17.73086929321289 (19.026365041732788) | > loss_duration: 2.4273924827575684 (2.2952797114849086) | > loss_1: 33.51332473754883 (33.889798164367676)  --> STEP: 25 | > loss_disc: 2.788776159286499 (2.394499406814575) | > loss_disc_real_0: 0.19503262639045715 (0.1650679612159729) | > loss_disc_real_1: 0.28606119751930237 (0.20794922530651092) | > loss_disc_real_2: 0.25315138697624207 (0.2714647454023361) | > loss_disc_real_3: 0.33019447326660156 (0.28033005118370047) | > loss_disc_real_4: 0.27015456557273865 (0.23142157554626464) | > loss_disc_real_5: 0.2913247346878052 (0.2506690561771393) | > loss_0: 2.788776159286499 (2.394499406814575) | > loss_gen: 2.2318410873413086 (2.670260524749756) | > loss_kl: 2.422776699066162 (2.548610816001892) | > loss_feat: 4.608946800231934 (7.217098636627197) | > loss_mel: 15.915350914001465 (18.901924476623535) | > loss_duration: 2.3327419757843018 (2.2967782020568843) | > loss_1: 27.511659622192383 (33.63467262268066)  --> STEP: 26 | > loss_disc: 2.670750856399536 (2.405124462567843) | > loss_disc_real_0: 0.15109783411026 (0.16453064863498396) | > loss_disc_real_1: 0.17944025993347168 (0.2068527266383171) | > loss_disc_real_2: 0.28951430320739746 (0.27215895916406924) | > loss_disc_real_3: 0.2064851075410843 (0.27748986104359985) | > loss_disc_real_4: 0.1772356927394867 (0.22933750313061935) | > loss_disc_real_5: 0.18293462693691254 (0.248063885821746) | > loss_0: 2.670750856399536 (2.405124462567843) | > loss_gen: 1.8460122346878052 (2.638558667439681) | > loss_kl: 2.0376529693603516 (2.5289585911310635) | > loss_feat: 11.100050926208496 (7.366442955457247) | > loss_mel: 21.05493927001953 (18.984732737907997) | > loss_duration: 2.26979398727417 (2.2957403476421643) | > loss_1: 38.308448791503906 (33.81443324455848) --> EVAL PERFORMANCE | > avg_loader_time: 0.002264114526601937 (-0.00017324777749868573) | > avg_loss_disc: 2.405124462567843 (+0.06041235190171479) | > avg_loss_disc_real_0: 0.16453064863498396 (+0.02916942536830902) | > avg_loss_disc_real_1: 0.2068527266383171 (+0.027657996003444374) | > avg_loss_disc_real_2: 0.27215895916406924 (+0.04537838181624043) | > avg_loss_disc_real_3: 0.27748986104359985 (+0.03130310315352211) | > avg_loss_disc_real_4: 0.22933750313061935 (-0.03335890689721471) | > avg_loss_disc_real_5: 0.248063885821746 (+0.0317772933496879) | > avg_loss_0: 2.405124462567843 (+0.06041235190171479) | > avg_loss_gen: 2.638558667439681 (+0.11972086704694318) | > avg_loss_kl: 2.5289585911310635 (+0.11077965681369539) | > avg_loss_feat: 7.366442955457247 (+0.00912033594571593) | > avg_loss_mel: 18.984732737907997 (+0.009992196009708465) | > avg_loss_duration: 2.2957403476421643 (+0.007722377777099609) | > avg_loss_1: 33.81443324455848 (+0.25733492924616996)  > EPOCH: 268/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:43:48)   --> TIME: 2024-06-11 02:43:52 -- STEP: 9/330 -- GLOBAL_STEP: 176450 | > loss_disc: 2.381408214569092 (2.3370592329237194) | > loss_disc_real_0: 0.13713230192661285 (0.10363899916410446) | > loss_disc_real_1: 0.24553975462913513 (0.1903342670864529) | > loss_disc_real_2: 0.2281908243894577 (0.2195185042089886) | > loss_disc_real_3: 0.24807998538017273 (0.24177201754517025) | > loss_disc_real_4: 0.23592126369476318 (0.22269603610038757) | > loss_disc_real_5: 0.21980738639831543 (0.23025618659125435) | > loss_0: 2.381408214569092 (2.3370592329237194) | > grad_norm_0: tensor(13.0236, device='cuda:0') (tensor(8.1922, device='cuda:0')) | > loss_gen: 2.6456027030944824 (2.532828834321764) | > loss_kl: 2.0112569332122803 (1.8085148731867473) | > loss_feat: 6.635768413543701 (6.994352923499213) | > loss_mel: 19.428510665893555 (19.1060602400038) | > loss_duration: 2.172342538833618 (2.2166976928710938) | > loss_1: 32.89348220825195 (32.65845489501953) | > grad_norm_1: tensor(71.1523, device='cuda:0') (tensor(115.0637, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3527 (0.3475699954562717) | > loader_time: 0.003 (0.0030591487884521484)  --> TIME: 2024-06-11 02:44:01 -- STEP: 34/330 -- GLOBAL_STEP: 176475 | > loss_disc: 2.30018949508667 (2.2907312196843757) | > loss_disc_real_0: 0.09402181953191757 (0.10612984198857756) | > loss_disc_real_1: 0.18913085758686066 (0.1941265310434734) | > loss_disc_real_2: 0.1936715841293335 (0.21541561712236965) | > loss_disc_real_3: 0.21954773366451263 (0.22615057843572953) | > loss_disc_real_4: 0.22777937352657318 (0.22074363380670547) | > loss_disc_real_5: 0.22912253439426422 (0.21880484635339065) | > loss_0: 2.30018949508667 (2.2907312196843757) | > grad_norm_0: tensor(14.4769, device='cuda:0') (tensor(8.9729, device='cuda:0')) | > loss_gen: 2.620640993118286 (2.551066377583672) | > loss_kl: 1.9311869144439697 (1.848027551875395) | > loss_feat: 7.757358074188232 (7.275988564771764) | > loss_mel: 19.378204345703125 (19.0871338002822) | > loss_duration: 2.07283616065979 (2.097803918754353) | > loss_1: 33.76022720336914 (32.86002041311825) | > grad_norm_1: tensor(113.5305, device='cuda:0') (tensor(113.8981, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3405 (0.34936435783610625) | > loader_time: 0.0031 (0.0031645718742819395)  --> TIME: 2024-06-11 02:44:10 -- STEP: 59/330 -- GLOBAL_STEP: 176500 | > loss_disc: 2.4676523208618164 (2.2984174914279225) | > loss_disc_real_0: 0.13252894580364227 (0.10996679848028441) | > loss_disc_real_1: 0.2319106012582779 (0.19909636954129753) | > loss_disc_real_2: 0.21314367651939392 (0.21318445342071987) | > loss_disc_real_3: 0.26743078231811523 (0.22413682205192112) | > loss_disc_real_4: 0.2568550705909729 (0.22084390157360143) | > loss_disc_real_5: 0.2307308167219162 (0.2175666798474425) | > loss_0: 2.4676523208618164 (2.2984174914279225) | > grad_norm_0: tensor(20.5000, device='cuda:0') (tensor(11.0623, device='cuda:0')) | > loss_gen: 2.5158019065856934 (2.545061600410332) | > loss_kl: 1.7959038019180298 (1.8469198416855375) | > loss_feat: 6.998602867126465 (7.238778550746077) | > loss_mel: 18.114978790283203 (18.967867673453636) | > loss_duration: 1.9823222160339355 (2.067021939714075) | > loss_1: 31.407609939575195 (32.665649801997816) | > grad_norm_1: tensor(97.4841, device='cuda:0') (tensor(142.7490, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3606 (0.3526395013776876) | > loader_time: 0.0035 (0.0032832380068504204) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_176500.pth  --> TIME: 2024-06-11 02:44:24 -- STEP: 84/330 -- GLOBAL_STEP: 176525 | > loss_disc: 2.2221155166625977 (2.299456437428793) | > loss_disc_real_0: 0.14379148185253143 (0.1110711150935718) | > loss_disc_real_1: 0.19654037058353424 (0.19872124617298445) | > loss_disc_real_2: 0.23461854457855225 (0.21293303973618008) | > loss_disc_real_3: 0.20899240672588348 (0.22388450819112005) | > loss_disc_real_4: 0.21438439190387726 (0.22164495005494073) | > loss_disc_real_5: 0.19055405259132385 (0.21645632581341834) | > loss_0: 2.2221155166625977 (2.299456437428793) | > grad_norm_0: tensor(42.0910, device='cuda:0') (tensor(13.4815, device='cuda:0')) | > loss_gen: 2.713207721710205 (2.5419868741716662) | > loss_kl: 1.7044233083724976 (1.8395934019769942) | > loss_feat: 7.493943214416504 (7.284803628921509) | > loss_mel: 18.617441177368164 (18.876118205842516) | > loss_duration: 2.116016387939453 (2.053438894805452) | > loss_1: 32.6450309753418 (32.59594118027461) | > grad_norm_1: tensor(371.8015, device='cuda:0') (tensor(174.0576, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3492 (0.35563884462629053) | > loader_time: 0.0039 (0.0033904796554928736)  --> TIME: 2024-06-11 02:44:33 -- STEP: 109/330 -- GLOBAL_STEP: 176550 | > loss_disc: 2.361768960952759 (2.2951118071144876) | > loss_disc_real_0: 0.13523662090301514 (0.11090196990365282) | > loss_disc_real_1: 0.19177182018756866 (0.19822870249595118) | > loss_disc_real_2: 0.2437596172094345 (0.21247326070015585) | > loss_disc_real_3: 0.22888410091400146 (0.22404887971528079) | > loss_disc_real_4: 0.2500433325767517 (0.22214529191682097) | > loss_disc_real_5: 0.2321908175945282 (0.21539065856999212) | > loss_0: 2.361768960952759 (2.2951118071144876) | > grad_norm_0: tensor(13.0608, device='cuda:0') (tensor(17.2719, device='cuda:0')) | > loss_gen: 2.7507002353668213 (2.5642259295927285) | > loss_kl: 1.900081992149353 (1.8292848495168423) | > loss_feat: 6.8865556716918945 (7.325683768736113) | > loss_mel: 18.28923225402832 (18.844416522104797) | > loss_duration: 2.0065908432006836 (2.0515406711385857) | > loss_1: 31.833160400390625 (32.61515197403935) | > grad_norm_1: tensor(363.7990, device='cuda:0') (tensor(212.4144, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3683 (0.3583942531445706) | > loader_time: 0.0038 (0.003541239904701163)  --> TIME: 2024-06-11 02:44:43 -- STEP: 134/330 -- GLOBAL_STEP: 176575 | > loss_disc: 2.317760944366455 (2.297645704070134) | > loss_disc_real_0: 0.14101746678352356 (0.11134992122872552) | > loss_disc_real_1: 0.2544534206390381 (0.19817362903659022) | > loss_disc_real_2: 0.1923145353794098 (0.21327621445282183) | > loss_disc_real_3: 0.2162068784236908 (0.2247710808444379) | > loss_disc_real_4: 0.19176793098449707 (0.2209543851551725) | > loss_disc_real_5: 0.2231643944978714 (0.21428699969355738) | > loss_0: 2.317760944366455 (2.297645704070134) | > grad_norm_0: tensor(6.6350, device='cuda:0') (tensor(19.8355, device='cuda:0')) | > loss_gen: 2.703310489654541 (2.566216732139019) | > loss_kl: 1.6763297319412231 (1.8307983377086583) | > loss_feat: 7.991959095001221 (7.361694606382454) | > loss_mel: 18.886123657226562 (18.855932292653545) | > loss_duration: 2.0589122772216797 (2.054021031998874) | > loss_1: 33.31663513183594 (32.66866316724181) | > grad_norm_1: tensor(191.5544, device='cuda:0') (tensor(225.5978, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3666 (0.36032630436456037) | > loader_time: 0.0042 (0.0036711906319233907)  --> TIME: 2024-06-11 02:44:53 -- STEP: 159/330 -- GLOBAL_STEP: 176600 | > loss_disc: 2.4228484630584717 (2.3024038038913557) | > loss_disc_real_0: 0.1197943389415741 (0.112889752541698) | > loss_disc_real_1: 0.19539235532283783 (0.19834959647565503) | > loss_disc_real_2: 0.2674315869808197 (0.2133914492790054) | > loss_disc_real_3: 0.21197420358657837 (0.22482736661749067) | > loss_disc_real_4: 0.23236429691314697 (0.22178321701925505) | > loss_disc_real_5: 0.21646882593631744 (0.21445993629266627) | > loss_0: 2.4228484630584717 (2.3024038038913557) | > grad_norm_0: tensor(31.3074, device='cuda:0') (tensor(20.3967, device='cuda:0')) | > loss_gen: 2.4433727264404297 (2.561597861583879) | > loss_kl: 2.003117322921753 (1.8332246452007654) | > loss_feat: 7.487829208374023 (7.349007168655875) | > loss_mel: 18.554914474487305 (18.81095466373851) | > loss_duration: 2.049952507019043 (2.055297438453576) | > loss_1: 32.5391845703125 (32.610081954572195) | > grad_norm_1: tensor(369.6301, device='cuda:0') (tensor(240.1439, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3662 (0.36365535724088105) | > loader_time: 0.0057 (0.0037729800122339023)  --> TIME: 2024-06-11 02:45:02 -- STEP: 184/330 -- GLOBAL_STEP: 176625 | > loss_disc: 2.4116971492767334 (2.305057205583739) | > loss_disc_real_0: 0.10894280672073364 (0.11344222959292971) | > loss_disc_real_1: 0.18556326627731323 (0.19860806777749357) | > loss_disc_real_2: 0.22402790188789368 (0.21314082286604072) | > loss_disc_real_3: 0.2110404372215271 (0.22577803905891336) | > loss_disc_real_4: 0.2474316656589508 (0.22187953741978045) | > loss_disc_real_5: 0.2406591922044754 (0.21469484407292755) | > loss_0: 2.4116971492767334 (2.305057205583739) | > grad_norm_0: tensor(8.4321, device='cuda:0') (tensor(20.8956, device='cuda:0')) | > loss_gen: 2.290764331817627 (2.559921275014464) | > loss_kl: 1.9361017942428589 (1.8315375706423884) | > loss_feat: 7.451218128204346 (7.362257656843766) | > loss_mel: 17.728633880615234 (18.765815662301094) | > loss_duration: 2.078252077102661 (2.0601427976203994) | > loss_1: 31.484970092773438 (32.57967510430711) | > grad_norm_1: tensor(110.7053, device='cuda:0') (tensor(252.0570, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.3771 (0.36595368644465587) | > loader_time: 0.0042 (0.0038780673690464187)  --> TIME: 2024-06-11 02:45:12 -- STEP: 209/330 -- GLOBAL_STEP: 176650 | > loss_disc: 2.2839882373809814 (2.306859786430615) | > loss_disc_real_0: 0.0763012021780014 (0.11402681270284516) | > loss_disc_real_1: 0.18311722576618195 (0.1988370919769459) | > loss_disc_real_2: 0.2344527244567871 (0.2135833677207454) | > loss_disc_real_3: 0.20786075294017792 (0.22553346787343184) | > loss_disc_real_4: 0.20668190717697144 (0.22153073855849545) | > loss_disc_real_5: 0.17686735093593597 (0.21426223774560899) | > loss_0: 2.2839882373809814 (2.306859786430615) | > grad_norm_0: tensor(15.5158, device='cuda:0') (tensor(22.4865, device='cuda:0')) | > loss_gen: 2.6013898849487305 (2.5595377153186716) | > loss_kl: 1.9006271362304688 (1.841413143148833) | > loss_feat: 6.822307586669922 (7.385806617554295) | > loss_mel: 17.838951110839844 (18.753580376291954) | > loss_duration: 2.1280312538146973 (2.066589847706149) | > loss_1: 31.29130744934082 (32.606927816947696) | > grad_norm_1: tensor(393.7703, device='cuda:0') (tensor(262.9875, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.4087 (0.36896489453657977) | > loader_time: 0.0049 (0.0040183192805240036)  --> TIME: 2024-06-11 02:45:23 -- STEP: 234/330 -- GLOBAL_STEP: 176675 | > loss_disc: 2.400918483734131 (2.310787565687783) | > loss_disc_real_0: 0.15046076476573944 (0.1131347744510724) | > loss_disc_real_1: 0.2601619064807892 (0.19928742524905071) | > loss_disc_real_2: 0.21104225516319275 (0.21465107378287193) | > loss_disc_real_3: 0.23800413310527802 (0.22581194385758832) | > loss_disc_real_4: 0.22654294967651367 (0.2220937974559955) | > loss_disc_real_5: 0.2193172723054886 (0.21487098817641914) | > loss_0: 2.400918483734131 (2.310787565687783) | > grad_norm_0: tensor(94.0315, device='cuda:0') (tensor(23.4338, device='cuda:0')) | > loss_gen: 2.4362175464630127 (2.5623486673730063) | > loss_kl: 1.9657715559005737 (1.8420633958955097) | > loss_feat: 6.409694671630859 (7.382629899897127) | > loss_mel: 17.696849822998047 (18.700345194237862) | > loss_duration: 2.1521544456481934 (2.0735147483328435) | > loss_1: 30.660688400268555 (32.560901984190345) | > grad_norm_1: tensor(386.2216, device='cuda:0') (tensor(271.3746, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.4151 (0.37365161455594587) | > loader_time: 0.0057 (0.004176782746600291)  --> TIME: 2024-06-11 02:45:34 -- STEP: 259/330 -- GLOBAL_STEP: 176700 | > loss_disc: 2.525958299636841 (2.3140849754156756) | > loss_disc_real_0: 0.26187050342559814 (0.11530191270080772) | > loss_disc_real_1: 0.23825113475322723 (0.19938091887700501) | > loss_disc_real_2: 0.2010350227355957 (0.21408299980936824) | > loss_disc_real_3: 0.23366191983222961 (0.22606539248729765) | > loss_disc_real_4: 0.22926200926303864 (0.2215828658531071) | > loss_disc_real_5: 0.21575531363487244 (0.21475692697473472) | > loss_0: 2.525958299636841 (2.3140849754156756) | > grad_norm_0: tensor(51.2157, device='cuda:0') (tensor(26.4592, device='cuda:0')) | > loss_gen: 2.550076961517334 (2.5652636782082823) | > loss_kl: 1.8751285076141357 (1.8427296016207073) | > loss_feat: 7.561118125915527 (7.3948073589663705) | > loss_mel: 18.272483825683594 (18.650482568041234) | > loss_duration: 2.175248622894287 (2.080156355290797) | > loss_1: 32.43405532836914 (32.53343962886621) | > grad_norm_1: tensor(355.6273, device='cuda:0') (tensor(287.0747, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.4194 (0.37882716407186745) | > loader_time: 0.006 (0.0043339287452255895)  --> TIME: 2024-06-11 02:45:45 -- STEP: 284/330 -- GLOBAL_STEP: 176725 | > loss_disc: 2.232560873031616 (2.3152152459386373) | > loss_disc_real_0: 0.10916899144649506 (0.11565447394067133) | > loss_disc_real_1: 0.2387351095676422 (0.19969028806392566) | > loss_disc_real_2: 0.26197224855422974 (0.2145472947035877) | > loss_disc_real_3: 0.20678167045116425 (0.22616606772365705) | > loss_disc_real_4: 0.18508991599082947 (0.2216093854480226) | > loss_disc_real_5: 0.16692398488521576 (0.21461796104698108) | > loss_0: 2.232560873031616 (2.3152152459386373) | > grad_norm_0: tensor(19.4000, device='cuda:0') (tensor(26.1043, device='cuda:0')) | > loss_gen: 2.5751078128814697 (2.5582001133703858) | > loss_kl: 1.9024614095687866 (1.845071704874576) | > loss_feat: 7.655648231506348 (7.3860583053508275) | > loss_mel: 18.856121063232422 (18.616560062892) | > loss_duration: 2.168037176132202 (2.088544152572118) | > loss_1: 33.15737533569336 (32.49443441041759) | > grad_norm_1: tensor(279.8998, device='cuda:0') (tensor(286.2770, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.4417 (0.38444222027147334) | > loader_time: 0.007 (0.00450525485293966)  --> TIME: 2024-06-11 02:45:57 -- STEP: 309/330 -- GLOBAL_STEP: 176750 | > loss_disc: 2.376107931137085 (2.313502583303112) | > loss_disc_real_0: 0.1885000616312027 (0.11601449983212554) | > loss_disc_real_1: 0.1879110038280487 (0.19950004370467164) | > loss_disc_real_2: 0.21918952465057373 (0.2143077428865587) | > loss_disc_real_3: 0.23575995862483978 (0.22567145217776685) | > loss_disc_real_4: 0.2109335958957672 (0.22167821006674596) | > loss_disc_real_5: 0.2358475625514984 (0.21441786372160063) | > loss_0: 2.376107931137085 (2.313502583303112) | > grad_norm_0: tensor(33.1673, device='cuda:0') (tensor(25.7097, device='cuda:0')) | > loss_gen: 2.581090211868286 (2.5569789579385316) | > loss_kl: 1.9615471363067627 (1.84906094166839) | > loss_feat: 7.148403167724609 (7.4080664347676395) | > loss_mel: 17.930540084838867 (18.565311987423204) | > loss_duration: 2.2547388076782227 (2.0991338383418428) | > loss_1: 31.876319885253906 (32.47855222263769) | > grad_norm_1: tensor(355.5800, device='cuda:0') (tensor(287.2855, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.5039 (0.391522158311023) | > loader_time: 0.0074 (0.00469192254890516)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.357323169708252 (2.357323169708252) | > loss_disc_real_0: 0.06793713569641113 (0.06793713569641113) | > loss_disc_real_1: 0.20464585721492767 (0.20464585721492767) | > loss_disc_real_2: 0.18283264338970184 (0.18283264338970184) | > loss_disc_real_3: 0.25681114196777344 (0.25681114196777344) | > loss_disc_real_4: 0.25804683566093445 (0.25804683566093445) | > loss_disc_real_5: 0.18264107406139374 (0.18264107406139374) | > loss_0: 2.357323169708252 (2.357323169708252) | > loss_gen: 2.2030763626098633 (2.2030763626098633) | > loss_kl: 1.79535710811615 (1.79535710811615) | > loss_feat: 5.784137725830078 (5.784137725830078) | > loss_mel: 14.252389907836914 (14.252389907836914) | > loss_duration: 2.9804835319519043 (2.9804835319519043) | > loss_1: 27.015445709228516 (27.015445709228516)  --> STEP: 1 | > loss_disc: 2.238694667816162 (2.238694667816162) | > loss_disc_real_0: 0.052799031138420105 (0.052799031138420105) | > loss_disc_real_1: 0.21339671313762665 (0.21339671313762665) | > loss_disc_real_2: 0.21933335065841675 (0.21933335065841675) | > loss_disc_real_3: 0.2604207694530487 (0.2604207694530487) | > loss_disc_real_4: 0.24451494216918945 (0.24451494216918945) | > loss_disc_real_5: 0.2372404932975769 (0.2372404932975769) | > loss_0: 2.238694667816162 (2.238694667816162) | > loss_gen: 2.8121299743652344 (2.8121299743652344) | > loss_kl: 2.3369054794311523 (2.3369054794311523) | > loss_feat: 8.097444534301758 (8.097444534301758) | > loss_mel: 19.700674057006836 (19.700674057006836) | > loss_duration: 2.393411159515381 (2.393411159515381) | > loss_1: 35.3405647277832 (35.3405647277832)  --> STEP: 2 | > loss_disc: 2.2737536430358887 (2.2562241554260254) | > loss_disc_real_0: 0.07773622870445251 (0.06526762992143631) | > loss_disc_real_1: 0.19590485095977783 (0.20465078204870224) | > loss_disc_real_2: 0.2484242022037506 (0.23387877643108368) | > loss_disc_real_3: 0.29898422956466675 (0.2797024995088577) | > loss_disc_real_4: 0.2538757920265198 (0.24919536709785461) | > loss_disc_real_5: 0.2916259765625 (0.26443323493003845) | > loss_0: 2.2737536430358887 (2.2562241554260254) | > loss_gen: 2.8443892002105713 (2.828259587287903) | > loss_kl: 2.4299144744873047 (2.3834099769592285) | > loss_feat: 7.058515548706055 (7.577980041503906) | > loss_mel: 21.183652877807617 (20.442163467407227) | > loss_duration: 2.428987503051758 (2.4111993312835693) | > loss_1: 35.945457458496094 (35.64301109313965)  --> STEP: 3 | > loss_disc: 2.247053623199463 (2.2531673113505044) | > loss_disc_real_0: 0.09647837281227112 (0.07567121088504791) | > loss_disc_real_1: 0.15514926612377167 (0.18815027674039206) | > loss_disc_real_2: 0.25939199328422546 (0.2423831820487976) | > loss_disc_real_3: 0.2764313817024231 (0.27861212690671283) | > loss_disc_real_4: 0.23866227269172668 (0.2456843356291453) | > loss_disc_real_5: 0.17833812534809113 (0.23573486506938934) | > loss_0: 2.247053623199463 (2.2531673113505044) | > loss_gen: 2.4478468894958496 (2.7014553546905518) | > loss_kl: 2.5387167930603027 (2.4351789156595864) | > loss_feat: 7.87945032119751 (7.678470134735107) | > loss_mel: 20.61532211303711 (20.49988301595052) | > loss_duration: 2.2399849891662598 (2.354127883911133) | > loss_1: 35.72132110595703 (35.669114430745445)  --> STEP: 4 | > loss_disc: 2.2942702770233154 (2.2634430527687073) | > loss_disc_real_0: 0.11783783882856369 (0.08621286787092686) | > loss_disc_real_1: 0.2719797194004059 (0.2091076374053955) | > loss_disc_real_2: 0.1542101502418518 (0.22033992409706116) | > loss_disc_real_3: 0.26065850257873535 (0.2741237208247185) | > loss_disc_real_4: 0.22012753784656525 (0.2392951361835003) | > loss_disc_real_5: 0.2010257989168167 (0.22705759853124619) | > loss_0: 2.2942702770233154 (2.2634430527687073) | > loss_gen: 2.5178399085998535 (2.655551493167877) | > loss_kl: 2.7138471603393555 (2.504845976829529) | > loss_feat: 7.779662609100342 (7.703768253326416) | > loss_mel: 18.6696834564209 (20.042333126068115) | > loss_duration: 2.275834083557129 (2.334554433822632) | > loss_1: 33.95686721801758 (35.24105262756348)  --> STEP: 5 | > loss_disc: 2.4653990268707275 (2.303834247589111) | > loss_disc_real_0: 0.21210232377052307 (0.1113907590508461) | > loss_disc_real_1: 0.2836569547653198 (0.22401750087738037) | > loss_disc_real_2: 0.20367993414402008 (0.21700792610645295) | > loss_disc_real_3: 0.25080958008766174 (0.2694608926773071) | > loss_disc_real_4: 0.25177183747291565 (0.24179047644138335) | > loss_disc_real_5: 0.24845753610134125 (0.2313375860452652) | > loss_0: 2.4653990268707275 (2.303834247589111) | > loss_gen: 2.786921262741089 (2.6818254470825194) | > loss_kl: 1.856896996498108 (2.3752561807632446) | > loss_feat: 5.335717678070068 (7.230158138275146) | > loss_mel: 19.303030014038086 (19.894472503662108) | > loss_duration: 2.3455581665039062 (2.3367551803588866) | > loss_1: 31.628122329711914 (34.518466567993165)  --> STEP: 6 | > loss_disc: 2.290435791015625 (2.3016011714935303) | > loss_disc_real_0: 0.05082065612077713 (0.10129574189583461) | > loss_disc_real_1: 0.2860354483127594 (0.23435382544994354) | > loss_disc_real_2: 0.1507963091135025 (0.20597265660762787) | > loss_disc_real_3: 0.24036800861358643 (0.264612078666687) | > loss_disc_real_4: 0.26540663838386536 (0.24572650343179703) | > loss_disc_real_5: 0.23980657756328583 (0.23274908463160196) | > loss_0: 2.290435791015625 (2.3016011714935303) | > loss_gen: 2.5137195587158203 (2.653807799021403) | > loss_kl: 2.518860101699829 (2.3991901675860086) | > loss_feat: 7.004020690917969 (7.192468563715617) | > loss_mel: 19.34362030029297 (19.802663803100586) | > loss_duration: 2.120058059692383 (2.300638993581136) | > loss_1: 33.50027847290039 (34.34876855214437)  --> STEP: 7 | > loss_disc: 2.2625906467437744 (2.2960282393864224) | > loss_disc_real_0: 0.11769162118434906 (0.10363801036562238) | > loss_disc_real_1: 0.19112995266914368 (0.22817898648125784) | > loss_disc_real_2: 0.1297674924135208 (0.19508620457989828) | > loss_disc_real_3: 0.2424738109111786 (0.2614494689873287) | > loss_disc_real_4: 0.18677037954330444 (0.23730420001915523) | > loss_disc_real_5: 0.17411935329437256 (0.22437340872628347) | > loss_0: 2.2625906467437744 (2.2960282393864224) | > loss_gen: 2.236052989959717 (2.5941285405840193) | > loss_kl: 3.2497830390930176 (2.520703434944153) | > loss_feat: 6.89270544052124 (7.149645260402134) | > loss_mel: 16.584627151489258 (19.342944281441824) | > loss_duration: 2.507201910018921 (2.3301479816436768) | > loss_1: 31.47037124633789 (33.937568937029155)  --> STEP: 8 | > loss_disc: 2.365257978439331 (2.304681956768036) | > loss_disc_real_0: 0.18140548467636108 (0.11335894465446472) | > loss_disc_real_1: 0.21233458817005157 (0.22619843669235706) | > loss_disc_real_2: 0.1712092161178589 (0.19210158102214336) | > loss_disc_real_3: 0.17667536437511444 (0.2508527059108019) | > loss_disc_real_4: 0.20077301561832428 (0.23273780196905136) | > loss_disc_real_5: 0.20205903053283691 (0.22158411145210266) | > loss_0: 2.365257978439331 (2.304681956768036) | > loss_gen: 2.3225510120391846 (2.560181349515915) | > loss_kl: 2.4642481803894043 (2.5136465281248093) | > loss_feat: 7.226831912994385 (7.159293591976166) | > loss_mel: 15.876240730285645 (18.909606337547302) | > loss_duration: 2.205941677093506 (2.3146221935749054) | > loss_1: 30.095815658569336 (33.45734977722168)  --> STEP: 9 | > loss_disc: 2.497598886489868 (2.326117171181573) | > loss_disc_real_0: 0.24364563822746277 (0.1278352439403534) | > loss_disc_real_1: 0.20193971693515778 (0.2235030233860016) | > loss_disc_real_2: 0.1348775029182434 (0.18574335012171003) | > loss_disc_real_3: 0.22695742547512054 (0.24819767475128174) | > loss_disc_real_4: 0.21235141158103943 (0.23047264748149449) | > loss_disc_real_5: 0.2560892105102539 (0.2254180113474528) | > loss_0: 2.497598886489868 (2.326117171181573) | > loss_gen: 2.3252720832824707 (2.534080319934421) | > loss_kl: 2.219334602355957 (2.480945203039381) | > loss_feat: 13.953149795532227 (7.914166503482395) | > loss_mel: 19.87388801574707 (19.016748746236164) | > loss_duration: 2.1138172149658203 (2.292310529285007) | > loss_1: 40.48545837402344 (34.238250732421875)  --> STEP: 10 | > loss_disc: 2.5008316040039062 (2.343588614463806) | > loss_disc_real_0: 0.1401149183511734 (0.1290632113814354) | > loss_disc_real_1: 0.21267540752887726 (0.22242026180028915) | > loss_disc_real_2: 0.26698195934295654 (0.1938672110438347) | > loss_disc_real_3: 0.2723788917064667 (0.2506157964468002) | > loss_disc_real_4: 0.23370951414108276 (0.23079633414745332) | > loss_disc_real_5: 0.22799581289291382 (0.2256757915019989) | > loss_0: 2.5008316040039062 (2.343588614463806) | > loss_gen: 2.183889627456665 (2.4990612506866454) | > loss_kl: 2.635017156600952 (2.4963523983955382) | > loss_feat: 5.05032205581665 (7.6277820587158205) | > loss_mel: 14.27885627746582 (18.54295949935913) | > loss_duration: 2.2999072074890137 (2.2930701971054077) | > loss_1: 26.4479923248291 (33.4592248916626)  --> STEP: 11 | > loss_disc: 2.4323861598968506 (2.351661118594083) | > loss_disc_real_0: 0.0776119977235794 (0.12438582832163031) | > loss_disc_real_1: 0.27332404255867004 (0.22704787823286923) | > loss_disc_real_2: 0.2532339096069336 (0.19926418364048004) | > loss_disc_real_3: 0.25636008381843567 (0.2511380043896762) | > loss_disc_real_4: 0.2598452568054199 (0.23343714529817755) | > loss_disc_real_5: 0.25579747557640076 (0.2284141264178536) | > loss_0: 2.4323861598968506 (2.351661118594083) | > loss_gen: 2.6533913612365723 (2.5130912607366387) | > loss_kl: 2.893681526184082 (2.532473228194497) | > loss_feat: 6.702788352966309 (7.543691721829501) | > loss_mel: 19.39514923095703 (18.620431293140758) | > loss_duration: 2.3764493465423584 (2.300650119781494) | > loss_1: 34.02145767211914 (33.510336962613195)  --> STEP: 12 | > loss_disc: 2.1300933361053467 (2.3331971367200217) | > loss_disc_real_0: 0.06543459743261337 (0.11947322574754556) | > loss_disc_real_1: 0.15020057559013367 (0.2206439363459746) | > loss_disc_real_2: 0.16187343001365662 (0.19614828750491142) | > loss_disc_real_3: 0.2372538298368454 (0.24998098984360698) | > loss_disc_real_4: 0.2667711675167084 (0.23621498048305511) | > loss_disc_real_5: 0.17642174661159515 (0.22408142810066542) | > loss_0: 2.1300933361053467 (2.3331971367200217) | > loss_gen: 2.38920521736145 (2.5027674237887063) | > loss_kl: 2.6953964233398438 (2.546050161123276) | > loss_feat: 6.744550704956055 (7.477096637090047) | > loss_mel: 20.128446578979492 (18.74609923362732) | > loss_duration: 2.246476173400879 (2.2961356242497764) | > loss_1: 34.20407485961914 (33.56814845403036)  --> STEP: 13 | > loss_disc: 2.6003103256225586 (2.35374430509714) | > loss_disc_real_0: 0.15857671201229095 (0.12248118622944905) | > loss_disc_real_1: 0.2696242332458496 (0.22441165149211884) | > loss_disc_real_2: 0.15557867288589478 (0.19302754791883323) | > loss_disc_real_3: 0.31822308897972107 (0.25523038208484655) | > loss_disc_real_4: 0.31185805797576904 (0.2420336787517254) | > loss_disc_real_5: 0.3075863718986511 (0.23050488531589508) | > loss_0: 2.6003103256225586 (2.35374430509714) | > loss_gen: 2.4004130363464355 (2.4948940093700704) | > loss_kl: 2.039324998855591 (2.5070713024873004) | > loss_feat: 5.572876453399658 (7.3306181614215555) | > loss_mel: 16.3643856048584 (18.562890492952786) | > loss_duration: 2.1340370178222656 (2.283666500678429) | > loss_1: 28.511037826538086 (33.17913994422326)  --> STEP: 14 | > loss_disc: 2.119356155395508 (2.337002294404166) | > loss_disc_real_0: 0.07534829527139664 (0.11911455116101674) | > loss_disc_real_1: 0.21049518883228302 (0.2234176184449877) | > loss_disc_real_2: 0.20524321496486664 (0.19390009556497848) | > loss_disc_real_3: 0.19356735050678253 (0.25082587982927057) | > loss_disc_real_4: 0.18494214117527008 (0.2379557117819786) | > loss_disc_real_5: 0.1428089588880539 (0.2242408905710493) | > loss_0: 2.119356155395508 (2.337002294404166) | > loss_gen: 2.44917893409729 (2.491628646850586) | > loss_kl: 2.858079195022583 (2.5321432948112492) | > loss_feat: 8.274690628051758 (7.398051909037998) | > loss_mel: 19.96756935119629 (18.663224697113037) | > loss_duration: 2.346764087677002 (2.2881734711783275) | > loss_1: 35.89628219604492 (33.37322153363909)  --> STEP: 15 | > loss_disc: 2.5365166664123535 (2.3503032525380454) | > loss_disc_real_0: 0.14515601098537445 (0.12085064848264059) | > loss_disc_real_1: 0.3784111738204956 (0.23375052213668823) | > loss_disc_real_2: 0.20837697386741638 (0.19486522078514099) | > loss_disc_real_3: 0.2663200795650482 (0.2518588264783224) | > loss_disc_real_4: 0.2550167143344879 (0.2390931119521459) | > loss_disc_real_5: 0.22868895530700684 (0.2245374282201131) | > loss_0: 2.5365166664123535 (2.3503032525380454) | > loss_gen: 2.408611536026001 (2.4860941727956134) | > loss_kl: 3.1831655502319336 (2.5755447785059618) | > loss_feat: 4.922274112701416 (7.233000055948893) | > loss_mel: 16.814369201660156 (18.539967664082845) | > loss_duration: 2.289858818054199 (2.288285827636719) | > loss_1: 29.61827850341797 (33.12289199829102)  --> STEP: 16 | > loss_disc: 2.3560802936553955 (2.3506643176078796) | > loss_disc_real_0: 0.1578480750322342 (0.12316298764199018) | > loss_disc_real_1: 0.27302390336990356 (0.2362051084637642) | > loss_disc_real_2: 0.1797393411397934 (0.19391985330730677) | > loss_disc_real_3: 0.2899341285228729 (0.2542385328561068) | > loss_disc_real_4: 0.2548580765724182 (0.24007842224091291) | > loss_disc_real_5: 0.1916828751564026 (0.2224840186536312) | > loss_0: 2.3560802936553955 (2.3506643176078796) | > loss_gen: 2.629753351211548 (2.4950728714466095) | > loss_kl: 2.8322155475616455 (2.591586701571942) | > loss_feat: 8.232893943786621 (7.295493423938751) | > loss_mel: 17.12413787841797 (18.45147830247879) | > loss_duration: 2.3236148357391357 (2.29049389064312) | > loss_1: 33.142616271972656 (33.12412476539612)  --> STEP: 17 | > loss_disc: 2.602372407913208 (2.3654706758611344) | > loss_disc_real_0: 0.11154796928167343 (0.1224797512678539) | > loss_disc_real_1: 0.24292078614234924 (0.23660014832721038) | > loss_disc_real_2: 0.21366532146930695 (0.19508135143448324) | > loss_disc_real_3: 0.2830682396888733 (0.2559343979639166) | > loss_disc_real_4: 0.3220751881599426 (0.24490176141262054) | > loss_disc_real_5: 0.37939557433128357 (0.23171411016408136) | > loss_0: 2.602372407913208 (2.3654706758611344) | > loss_gen: 2.4371001720428467 (2.4916627126581528) | > loss_kl: 2.0764546394348145 (2.5612848155638757) | > loss_feat: 6.735827445983887 (7.2625718958237595) | > loss_mel: 19.47712516784668 (18.511810471029843) | > loss_duration: 2.4241373538970947 (2.2983552708345303) | > loss_1: 33.1506462097168 (33.12568485035616)  --> STEP: 18 | > loss_disc: 2.2217607498168945 (2.3574867910808988) | > loss_disc_real_0: 0.14646366238594055 (0.12381219077441427) | > loss_disc_real_1: 0.2113596498966217 (0.2351978984143999) | > loss_disc_real_2: 0.2048984318971634 (0.19562674479352105) | > loss_disc_real_3: 0.2289227545261383 (0.25443375110626226) | > loss_disc_real_4: 0.15938855707645416 (0.24015102783838907) | > loss_disc_real_5: 0.11894752085208893 (0.22544929964674842) | > loss_0: 2.2217607498168945 (2.3574867910808988) | > loss_gen: 2.4557604789733887 (2.4896681441201105) | > loss_kl: 2.9295167922973633 (2.5817421476046247) | > loss_feat: 9.501578330993652 (7.386961142222087) | > loss_mel: 22.776657104492188 (18.748746395111084) | > loss_duration: 2.228679656982422 (2.294484403398302) | > loss_1: 39.89219284057617 (33.501601960923935)  --> STEP: 19 | > loss_disc: 2.3895392417907715 (2.359173762170892) | > loss_disc_real_0: 0.1687571108341217 (0.12617771288281993) | > loss_disc_real_1: 0.26063817739486694 (0.23653686046600342) | > loss_disc_real_2: 0.2688784897327423 (0.19948209979032216) | > loss_disc_real_3: 0.1889892816543579 (0.25098930534563574) | > loss_disc_real_4: 0.24178043007850647 (0.24023678585102684) | > loss_disc_real_5: 0.14431974291801453 (0.22117932297681508) | > loss_0: 2.3895392417907715 (2.359173762170892) | > loss_gen: 2.4727494716644287 (2.4887776876750745) | > loss_kl: 2.0050535202026367 (2.5513901145834676) | > loss_feat: 6.519374370574951 (7.341298680556448) | > loss_mel: 18.983272552490234 (18.76108987707841) | > loss_duration: 2.2947444915771484 (2.29449809224982) | > loss_1: 32.27519226074219 (33.437054081967005)  --> STEP: 20 | > loss_disc: 2.1492161750793457 (2.348675882816315) | > loss_disc_real_0: 0.0550050213932991 (0.12261907830834388) | > loss_disc_real_1: 0.19283223152160645 (0.23435162901878356) | > loss_disc_real_2: 0.2388361096382141 (0.20144980028271675) | > loss_disc_real_3: 0.2304699718952179 (0.24996333867311488) | > loss_disc_real_4: 0.2393428385257721 (0.2401920884847641) | > loss_disc_real_5: 0.23525680601596832 (0.22188319712877275) | > loss_0: 2.1492161750793457 (2.348675882816315) | > loss_gen: 2.7715959548950195 (2.5029186010360718) | > loss_kl: 1.9457632303237915 (2.5211087703704838) | > loss_feat: 7.54536771774292 (7.351502132415772) | > loss_mel: 19.587867736816406 (18.80242877006531) | > loss_duration: 2.31813645362854 (2.295680010318756) | > loss_1: 34.168731689453125 (33.47363796234131)  --> STEP: 21 | > loss_disc: 2.5709500312805176 (2.359260366076515) | > loss_disc_real_0: 0.17726603150367737 (0.12522131417478835) | > loss_disc_real_1: 0.2944152355194092 (0.2372118007569086) | > loss_disc_real_2: 0.2063087821006775 (0.2016811803692863) | > loss_disc_real_3: 0.3341362774372101 (0.25397157385235747) | > loss_disc_real_4: 0.29259830713272095 (0.24268762270609537) | > loss_disc_real_5: 0.19866664707660675 (0.22077764712628864) | > loss_0: 2.5709500312805176 (2.359260366076515) | > loss_gen: 2.3784611225128174 (2.496992054439726) | > loss_kl: 3.0474069118499756 (2.546170586631412) | > loss_feat: 5.043917655944824 (7.241617157345726) | > loss_mel: 15.817901611328125 (18.66030842917306) | > loss_duration: 2.1572117805480957 (2.2890862850915816) | > loss_1: 28.44489860534668 (33.2341741834368)  --> STEP: 22 | > loss_disc: 2.273386001586914 (2.355356985872442) | > loss_disc_real_0: 0.07218365371227264 (0.12281051142649219) | > loss_disc_real_1: 0.21257439255714417 (0.23609191856601022) | > loss_disc_real_2: 0.1514919549226761 (0.19939985193989493) | > loss_disc_real_3: 0.22953471541404724 (0.25286080755970697) | > loss_disc_real_4: 0.2271335870027542 (0.24198062108321625) | > loss_disc_real_5: 0.13719342648983002 (0.21697836437008597) | > loss_0: 2.273386001586914 (2.355356985872442) | > loss_gen: 2.3888723850250244 (2.492077524011785) | > loss_kl: 1.8344392776489258 (2.5138191634958442) | > loss_feat: 7.210360050201416 (7.240196379748258) | > loss_mel: 19.823625564575195 (18.713186480782248) | > loss_duration: 2.1544246673583984 (2.282965302467346) | > loss_1: 33.411720275878906 (33.24224446036598)  --> STEP: 23 | > loss_disc: 2.4603636264801025 (2.359922491985819) | > loss_disc_real_0: 0.19157736003398895 (0.12580037440942685) | > loss_disc_real_1: 0.24547529220581055 (0.23649989133295807) | > loss_disc_real_2: 0.2159963697195053 (0.2001214396694432) | > loss_disc_real_3: 0.2754538357257843 (0.2538431131321451) | > loss_disc_real_4: 0.24047477543354034 (0.24191514953323032) | > loss_disc_real_5: 0.2659901976585388 (0.21910931364349698) | > loss_0: 2.4603636264801025 (2.359922491985819) | > loss_gen: 2.458287477493286 (2.4906083915544595) | > loss_kl: 2.6189732551574707 (2.5183910805246104) | > loss_feat: 6.02095890045166 (7.187186054561449) | > loss_mel: 18.056705474853516 (18.684643828350566) | > loss_duration: 2.2512378692626953 (2.2815858488497525) | > loss_1: 31.406164169311523 (33.16241488249405)  --> STEP: 24 | > loss_disc: 2.1223886013031006 (2.3500252465407057) | > loss_disc_real_0: 0.11006509512662888 (0.1251447377726436) | > loss_disc_real_1: 0.20697420835494995 (0.23526965454220772) | > loss_disc_real_2: 0.15841400623321533 (0.1983836299429337) | > loss_disc_real_3: 0.2191273719072342 (0.25239662391444045) | > loss_disc_real_4: 0.2271246463060379 (0.24129887856543064) | > loss_disc_real_5: 0.17644000053405762 (0.21733142559727034) | > loss_0: 2.1223886013031006 (2.3500252465407057) | > loss_gen: 2.432422399520874 (2.488183975219727) | > loss_kl: 2.2029669284820557 (2.505248407522837) | > loss_feat: 6.18533992767334 (7.1454424659411115) | > loss_mel: 18.78693962097168 (18.688906153043114) | > loss_duration: 2.394378185272217 (2.286285529534022) | > loss_1: 32.00204849243164 (33.11406628290811)  --> STEP: 25 | > loss_disc: 2.339294195175171 (2.3495960044860844) | > loss_disc_real_0: 0.07840287685394287 (0.12327506333589558) | > loss_disc_real_1: 0.14941421151161194 (0.2318354368209839) | > loss_disc_real_2: 0.18728122115135193 (0.19793953359127045) | > loss_disc_real_3: 0.2820728123188019 (0.25358367145061494) | > loss_disc_real_4: 0.2498680204153061 (0.24164164423942566) | > loss_disc_real_5: 0.19032374024391174 (0.216251118183136) | > loss_0: 2.339294195175171 (2.3495960044860844) | > loss_gen: 2.320221424102783 (2.4814654731750494) | > loss_kl: 2.8926281929016113 (2.5207435989379885) | > loss_feat: 6.762352466583252 (7.1301188659667964) | > loss_mel: 19.243423461914062 (18.71108684539795) | > loss_duration: 2.327052116394043 (2.2879161930084226) | > loss_1: 33.545677185058594 (33.13133071899413)  --> STEP: 26 | > loss_disc: 2.504044532775879 (2.3555363324972305) | > loss_disc_real_0: 0.1948978304862976 (0.12602978514937258) | > loss_disc_real_1: 0.17802734673023224 (0.2297658948944165) | > loss_disc_real_2: 0.13314099609851837 (0.1954472821492415) | > loss_disc_real_3: 0.12951481342315674 (0.24881179229571268) | > loss_disc_real_4: 0.2004087269306183 (0.24005576280447152) | > loss_disc_real_5: 0.14704231917858124 (0.21358924129834542) | > loss_0: 2.504044532775879 (2.3555363324972305) | > loss_gen: 2.0901055335998535 (2.4664131678067727) | > loss_kl: 2.552708625793457 (2.521973023047814) | > loss_feat: 14.89224910736084 (7.428662336789644) | > loss_mel: 21.575077056884766 (18.821240315070522) | > loss_duration: 2.2923014163970947 (2.2880848554464484) | > loss_1: 43.402442932128906 (33.52637349642239) --> EVAL PERFORMANCE | > avg_loader_time: 0.002589555887075571 (+0.0003254413604736337) | > avg_loss_disc: 2.3555363324972305 (-0.04958813007061247) | > avg_loss_disc_real_0: 0.12602978514937258 (-0.03850086348561138) | > avg_loss_disc_real_1: 0.2297658948944165 (+0.022913168256099403) | > avg_loss_disc_real_2: 0.1954472821492415 (-0.07671167701482773) | > avg_loss_disc_real_3: 0.24881179229571268 (-0.02867806874788717) | > avg_loss_disc_real_4: 0.24005576280447152 (+0.010718259673852176) | > avg_loss_disc_real_5: 0.21358924129834542 (-0.03447464452340057) | > avg_loss_0: 2.3555363324972305 (-0.04958813007061247) | > avg_loss_gen: 2.4664131678067727 (-0.17214549963290837) | > avg_loss_kl: 2.521973023047814 (-0.0069855680832495715) | > avg_loss_feat: 7.428662336789644 (+0.06221938133239746) | > avg_loss_mel: 18.821240315070522 (-0.163492422837475) | > avg_loss_duration: 2.2880848554464484 (-0.007655492195715929) | > avg_loss_1: 33.52637349642239 (-0.28805974813609225)  > EPOCH: 269/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:46:29)   --> TIME: 2024-06-11 02:46:32 -- STEP: 4/330 -- GLOBAL_STEP: 176775 | > loss_disc: 2.220728635787964 (2.2601723670959473) | > loss_disc_real_0: 0.13371038436889648 (0.10106546245515347) | > loss_disc_real_1: 0.17965899407863617 (0.1819024235010147) | > loss_disc_real_2: 0.2668609917163849 (0.20750714093446732) | > loss_disc_real_3: 0.19242310523986816 (0.2119346559047699) | > loss_disc_real_4: 0.18688805401325226 (0.22255180403590202) | > loss_disc_real_5: 0.18389886617660522 (0.20458359271287918) | > loss_0: 2.220728635787964 (2.2601723670959473) | > grad_norm_0: tensor(6.7687, device='cuda:0') (tensor(5.8719, device='cuda:0')) | > loss_gen: 2.599656820297241 (2.6103262305259705) | > loss_kl: 1.8425042629241943 (1.7046294510364532) | > loss_feat: 7.100790500640869 (7.325891137123108) | > loss_mel: 19.350847244262695 (19.140432357788086) | > loss_duration: 2.236407518386841 (2.244455099105835) | > loss_1: 33.13020706176758 (33.025733947753906) | > grad_norm_1: tensor(53.1956, device='cuda:0') (tensor(57.3663, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.354 (0.38055288791656494) | > loader_time: 0.0034 (0.0032719969749450684)  --> TIME: 2024-06-11 02:46:41 -- STEP: 29/330 -- GLOBAL_STEP: 176800 | > loss_disc: 2.287663698196411 (2.325422270544644) | > loss_disc_real_0: 0.12537959218025208 (0.10674660550109272) | > loss_disc_real_1: 0.19249701499938965 (0.20061680314869718) | > loss_disc_real_2: 0.2040916532278061 (0.21566032643975883) | > loss_disc_real_3: 0.2133994847536087 (0.22677337815021648) | > loss_disc_real_4: 0.23738087713718414 (0.22661881970948186) | > loss_disc_real_5: 0.2093774527311325 (0.21829387545585632) | > loss_0: 2.287663698196411 (2.325422270544644) | > grad_norm_0: tensor(7.6590, device='cuda:0') (tensor(8.6991, device='cuda:0')) | > loss_gen: 2.591801404953003 (2.5466746050736) | > loss_kl: 1.751417875289917 (1.8076787817067113) | > loss_feat: 7.1686506271362305 (7.210510188135608) | > loss_mel: 19.751689910888672 (18.977177784360688) | > loss_duration: 2.056534767150879 (2.1047147060262748) | > loss_1: 33.32009506225586 (32.64675587621228) | > grad_norm_1: tensor(136.5432, device='cuda:0') (tensor(100.6827, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.3697 (0.3552008579517233) | > loader_time: 0.0032 (0.0033915782796925514)  --> TIME: 2024-06-11 02:46:50 -- STEP: 54/330 -- GLOBAL_STEP: 176825 | > loss_disc: 2.1193618774414062 (2.330516329518071) | > loss_disc_real_0: 0.07758486270904541 (0.11081298689047496) | > loss_disc_real_1: 0.19436532258987427 (0.20041247402076368) | > loss_disc_real_2: 0.18504494428634644 (0.21581671359362425) | > loss_disc_real_3: 0.20601896941661835 (0.22683000564575195) | > loss_disc_real_4: 0.2257925570011139 (0.22481762645421205) | > loss_disc_real_5: 0.19036993384361267 (0.21872519618935055) | > loss_0: 2.1193618774414062 (2.330516329518071) | > grad_norm_0: tensor(10.9175, device='cuda:0') (tensor(9.5647, device='cuda:0')) | > loss_gen: 2.7467751502990723 (2.5350556506050954) | > loss_kl: 1.9297516345977783 (1.8138437337345548) | > loss_feat: 8.209786415100098 (7.239817734117861) | > loss_mel: 20.370845794677734 (18.835048993428547) | > loss_duration: 2.0123908519744873 (2.0675207553086454) | > loss_1: 35.26955032348633 (32.49128663098371) | > grad_norm_1: tensor(233.9703, device='cuda:0') (tensor(120.4359, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.3557 (0.3600248098373413) | > loader_time: 0.0032 (0.0034027187912552444)  --> TIME: 2024-06-11 02:46:59 -- STEP: 79/330 -- GLOBAL_STEP: 176850 | > loss_disc: 2.3493235111236572 (2.333434331266186) | > loss_disc_real_0: 0.09611938893795013 (0.11410334659150884) | > loss_disc_real_1: 0.19271406531333923 (0.19975548831722403) | > loss_disc_real_2: 0.21120254695415497 (0.21697207210184652) | > loss_disc_real_3: 0.19579294323921204 (0.2264657752423347) | > loss_disc_real_4: 0.20731616020202637 (0.22462495350385014) | > loss_disc_real_5: 0.21350452303886414 (0.2180990593720086) | > loss_0: 2.3493235111236572 (2.333434331266186) | > grad_norm_0: tensor(5.5839, device='cuda:0') (tensor(9.7702, device='cuda:0')) | > loss_gen: 2.437455177307129 (2.523984456364112) | > loss_kl: 1.7966192960739136 (1.828066708166388) | > loss_feat: 7.5539937019348145 (7.260669575461859) | > loss_mel: 18.607418060302734 (18.82390283029291) | > loss_duration: 1.9834307432174683 (2.0538123423540138) | > loss_1: 32.37891387939453 (32.490435708927194) | > grad_norm_1: tensor(98.9693, device='cuda:0') (tensor(119.5997, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.369 (0.36099970491626593) | > loader_time: 0.0034 (0.003498602517043488)  --> TIME: 2024-06-11 02:47:08 -- STEP: 104/330 -- GLOBAL_STEP: 176875 | > loss_disc: 2.2093489170074463 (2.3294049340945024) | > loss_disc_real_0: 0.10773995518684387 (0.1145006581567801) | > loss_disc_real_1: 0.17907169461250305 (0.20172058661969808) | > loss_disc_real_2: 0.22775669395923615 (0.21660752107317632) | > loss_disc_real_3: 0.203114852309227 (0.22703931022148865) | > loss_disc_real_4: 0.1893559843301773 (0.22358121608312315) | > loss_disc_real_5: 0.19492429494857788 (0.2173986164136575) | > loss_0: 2.2093489170074463 (2.3294049340945024) | > grad_norm_0: tensor(15.2250, device='cuda:0') (tensor(12.2473, device='cuda:0')) | > loss_gen: 2.539604902267456 (2.532180547714233) | > loss_kl: 1.8686449527740479 (1.8268913294260318) | > loss_feat: 7.918124198913574 (7.2803378242712755) | > loss_mel: 18.994365692138672 (18.80539866594168) | > loss_duration: 2.0923426151275635 (2.0521751905863104) | > loss_1: 33.413082122802734 (32.49698343643776) | > grad_norm_1: tensor(186.3034, device='cuda:0') (tensor(146.4457, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.3675 (0.3616635432610145) | > loader_time: 0.0043 (0.003598907819161048)  --> TIME: 2024-06-11 02:47:18 -- STEP: 129/330 -- GLOBAL_STEP: 176900 | > loss_disc: 2.362074136734009 (2.3207377925399655) | > loss_disc_real_0: 0.09540020674467087 (0.11407505790161532) | > loss_disc_real_1: 0.20170724391937256 (0.200786800694096) | > loss_disc_real_2: 0.2302762269973755 (0.21674619915411453) | > loss_disc_real_3: 0.2665661871433258 (0.2261845112540001) | > loss_disc_real_4: 0.2515947222709656 (0.22321164065091184) | > loss_disc_real_5: 0.25104278326034546 (0.2159629171901895) | > loss_0: 2.362074136734009 (2.3207377925399655) | > grad_norm_0: tensor(19.6998, device='cuda:0') (tensor(14.4539, device='cuda:0')) | > loss_gen: 2.478602886199951 (2.544070493343264) | > loss_kl: 1.6225581169128418 (1.8283535907434862) | > loss_feat: 6.767953395843506 (7.315605067467505) | > loss_mel: 19.133298873901367 (18.789594827696334) | > loss_duration: 2.015058994293213 (2.0523785602214732) | > loss_1: 32.01747512817383 (32.53000243135201) | > grad_norm_1: tensor(193.9705, device='cuda:0') (tensor(172.1087, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.3952 (0.364406147668528) | > loader_time: 0.0046 (0.003694704336713451)  --> TIME: 2024-06-11 02:47:28 -- STEP: 154/330 -- GLOBAL_STEP: 176925 | > loss_disc: 2.2501213550567627 (2.3157268870960577) | > loss_disc_real_0: 0.12106052041053772 (0.1151111638294412) | > loss_disc_real_1: 0.17237508296966553 (0.1997078925177648) | > loss_disc_real_2: 0.1947728395462036 (0.21566250794506692) | > loss_disc_real_3: 0.1861177533864975 (0.2251982395718624) | > loss_disc_real_4: 0.20687587559223175 (0.2224419251471371) | > loss_disc_real_5: 0.18392989039421082 (0.21564006660278742) | > loss_0: 2.2501213550567627 (2.3157268870960577) | > grad_norm_0: tensor(6.5627, device='cuda:0') (tensor(17.4556, device='cuda:0')) | > loss_gen: 2.589625358581543 (2.551002394069324) | > loss_kl: 1.688276767730713 (1.8304964559418815) | > loss_feat: 7.827333927154541 (7.341338374397972) | > loss_mel: 18.68808937072754 (18.776386991723797) | > loss_duration: 2.041616916656494 (2.0527830108419636) | > loss_1: 32.83494567871094 (32.5520071549849) | > grad_norm_1: tensor(389.4590, device='cuda:0') (tensor(193.4805, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.3738 (0.3676894980591614) | > loader_time: 0.0043 (0.0037933820253842837)  --> TIME: 2024-06-11 02:47:38 -- STEP: 179/330 -- GLOBAL_STEP: 176950 | > loss_disc: 2.3121438026428223 (2.31441625536487) | > loss_disc_real_0: 0.11878670752048492 (0.11418547102525914) | > loss_disc_real_1: 0.19326162338256836 (0.19928453637900964) | > loss_disc_real_2: 0.2146196961402893 (0.21624514277420898) | > loss_disc_real_3: 0.21523074805736542 (0.22549266289066336) | > loss_disc_real_4: 0.19203831255435944 (0.2222801031513587) | > loss_disc_real_5: 0.22516648471355438 (0.2156799673701132) | > loss_0: 2.3121438026428223 (2.31441625536487) | > grad_norm_0: tensor(17.1882, device='cuda:0') (tensor(18.9831, device='cuda:0')) | > loss_gen: 2.5877914428710938 (2.561092687052721) | > loss_kl: 1.9387965202331543 (1.8307872364640903) | > loss_feat: 7.7462663650512695 (7.376381269380367) | > loss_mel: 18.511104583740234 (18.758024524710038) | > loss_duration: 2.0965707302093506 (2.058232581815239) | > loss_1: 32.88052749633789 (32.58451824081675) | > grad_norm_1: tensor(430.3931, device='cuda:0') (tensor(214.5398, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.4011 (0.3710109854543675) | > loader_time: 0.005 (0.003912416916319778)  --> TIME: 2024-06-11 02:47:48 -- STEP: 204/330 -- GLOBAL_STEP: 176975 | > loss_disc: 2.440031051635742 (2.3139736091389382) | > loss_disc_real_0: 0.08919267356395721 (0.11440968831234119) | > loss_disc_real_1: 0.2188047170639038 (0.1992844037127261) | > loss_disc_real_2: 0.2500610947608948 (0.2160195808346365) | > loss_disc_real_3: 0.22925126552581787 (0.22527113856345998) | > loss_disc_real_4: 0.21871593594551086 (0.22162264286010874) | > loss_disc_real_5: 0.2132796347141266 (0.21519284227899477) | > loss_0: 2.440031051635742 (2.3139736091389382) | > grad_norm_0: tensor(38.7712, device='cuda:0') (tensor(20.9237, device='cuda:0')) | > loss_gen: 2.495572328567505 (2.5649304705507614) | > loss_kl: 1.8612923622131348 (1.8279070766533123) | > loss_feat: 7.264813423156738 (7.397796817854339) | > loss_mel: 18.679624557495117 (18.738659428615208) | > loss_duration: 2.0577635765075684 (2.0643968500343006) | > loss_1: 32.359066009521484 (32.59369058235017) | > grad_norm_1: tensor(383.4482, device='cuda:0') (tensor(237.6346, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.4021 (0.3744475257162954) | > loader_time: 0.0053 (0.004036468618056354)  --> TIME: 2024-06-11 02:47:59 -- STEP: 229/330 -- GLOBAL_STEP: 177000 | > loss_disc: 2.337895631790161 (2.311788877545486) | > loss_disc_real_0: 0.1812656968832016 (0.1149566708433576) | > loss_disc_real_1: 0.1756129413843155 (0.19914908973931225) | > loss_disc_real_2: 0.1841541975736618 (0.21555437856886583) | > loss_disc_real_3: 0.2397172898054123 (0.22485413542220686) | > loss_disc_real_4: 0.2524206340312958 (0.2212767845027832) | > loss_disc_real_5: 0.21657627820968628 (0.21486894434976786) | > loss_0: 2.337895631790161 (2.311788877545486) | > grad_norm_0: tensor(84.8170, device='cuda:0') (tensor(23.9037, device='cuda:0')) | > loss_gen: 2.6384494304656982 (2.568679218208946) | > loss_kl: 1.9199539422988892 (1.82372437397986) | > loss_feat: 7.34541654586792 (7.4020289479384775) | > loss_mel: 18.296064376831055 (18.69234163375922) | > loss_duration: 2.1467385292053223 (2.071560712880962) | > loss_1: 32.346622467041016 (32.558334817011776) | > grad_norm_1: tensor(88.8110, device='cuda:0') (tensor(253.3823, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.417 (0.3783738904644829) | > loader_time: 0.0055 (0.00416084668521798) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_177000.pth  --> TIME: 2024-06-11 02:48:14 -- STEP: 254/330 -- GLOBAL_STEP: 177025 | > loss_disc: 2.278904914855957 (2.316158047811253) | > loss_disc_real_0: 0.14681249856948853 (0.11616357720977678) | > loss_disc_real_1: 0.17924347519874573 (0.1994570260794144) | > loss_disc_real_2: 0.19992899894714355 (0.21565779468675297) | > loss_disc_real_3: 0.1966720074415207 (0.22546925677323904) | > loss_disc_real_4: 0.21138951182365417 (0.22127253427280216) | > loss_disc_real_5: 0.21907809376716614 (0.21492637635216) | > loss_0: 2.278904914855957 (2.316158047811253) | > grad_norm_0: tensor(65.0643, device='cuda:0') (tensor(26.1872, device='cuda:0')) | > loss_gen: 2.6943962574005127 (2.5674571897101215) | > loss_kl: 1.8675602674484253 (1.819683860136768) | > loss_feat: 7.705916404724121 (7.391343619879775) | > loss_mel: 19.129579544067383 (18.65304955159586) | > loss_duration: 2.0859804153442383 (2.0773443424795537) | > loss_1: 33.48343276977539 (32.50887848260832) | > grad_norm_1: tensor(508.0220, device='cuda:0') (tensor(267.5002, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.4416 (0.3834305785772369) | > loader_time: 0.0051 (0.004285817071208805)  --> TIME: 2024-06-11 02:48:25 -- STEP: 279/330 -- GLOBAL_STEP: 177050 | > loss_disc: 2.2133214473724365 (2.3129770499403755) | > loss_disc_real_0: 0.11896618455648422 (0.11607583210299519) | > loss_disc_real_1: 0.19895368814468384 (0.19966365498453914) | > loss_disc_real_2: 0.20061631500720978 (0.2150599993364785) | > loss_disc_real_3: 0.23138388991355896 (0.22498788681936094) | > loss_disc_real_4: 0.23056212067604065 (0.22100707071442757) | > loss_disc_real_5: 0.23185832798480988 (0.21449664042842004) | > loss_0: 2.2133214473724365 (2.3129770499403755) | > grad_norm_0: tensor(20.8713, device='cuda:0') (tensor(26.8640, device='cuda:0')) | > loss_gen: 2.7000062465667725 (2.5678727618255066) | > loss_kl: 1.8845974206924438 (1.8198318280626795) | > loss_feat: 8.150308609008789 (7.41630872774295) | > loss_mel: 18.348899841308594 (18.617387395605824) | > loss_duration: 2.148005247116089 (2.085811542353748) | > loss_1: 33.23181915283203 (32.507212170563264) | > grad_norm_1: tensor(282.1819, device='cuda:0') (tensor(278.9402, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.4512 (0.3885100879122279) | > loader_time: 0.0067 (0.004444788006471478)  --> TIME: 2024-06-11 02:48:38 -- STEP: 304/330 -- GLOBAL_STEP: 177075 | > loss_disc: 2.4106147289276123 (2.3112175519529132) | > loss_disc_real_0: 0.17442458868026733 (0.11637233515073986) | > loss_disc_real_1: 0.19293949007987976 (0.19943627793537946) | > loss_disc_real_2: 0.22921545803546906 (0.21487730133690333) | > loss_disc_real_3: 0.2466835230588913 (0.22481268423756487) | > loss_disc_real_4: 0.22645293176174164 (0.22108154248838363) | > loss_disc_real_5: 0.2030101716518402 (0.2143769998495517) | > loss_0: 2.4106147289276123 (2.3112175519529132) | > grad_norm_0: tensor(16.2376, device='cuda:0') (tensor(26.2677, device='cuda:0')) | > loss_gen: 2.6260972023010254 (2.5664461396242437) | > loss_kl: 1.8257828950881958 (1.821488949029069) | > loss_feat: 8.673036575317383 (7.446251877044377) | > loss_mel: 17.68569564819336 (18.581492348721163) | > loss_duration: 2.231873035430908 (2.0957071020414944) | > loss_1: 33.042484283447266 (32.51138633175898) | > grad_norm_1: tensor(282.7712, device='cuda:0') (tensor(282.7719, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.4899 (0.3958643196444762) | > loader_time: 0.007 (0.00463716607344778)  --> TIME: 2024-06-11 02:49:07 -- STEP: 329/330 -- GLOBAL_STEP: 177100 | > loss_disc: 2.549217462539673 (2.31949916509147) | > loss_disc_real_0: 0.17775386571884155 (0.11826392508884694) | > loss_disc_real_1: 0.2533152103424072 (0.200437272165684) | > loss_disc_real_2: 0.24241049587726593 (0.2152586046232641) | > loss_disc_real_3: 0.2096496969461441 (0.22558578015460795) | > loss_disc_real_4: 0.1899227797985077 (0.22148949854460892) | > loss_disc_real_5: 0.2753484845161438 (0.21540033776528214) | > loss_0: 2.549217462539673 (2.31949916509147) | > grad_norm_0: tensor(12.0255, device='cuda:0') (tensor(25.8325, device='cuda:0')) | > loss_gen: 2.1112217903137207 (2.559947650845652) | > loss_kl: 2.1568658351898193 (1.8301713539111941) | > loss_feat: 9.165252685546875 (7.534594609744643) | > loss_mel: 17.334026336669922 (18.55115211625955) | > loss_duration: 2.2821946144104004 (2.1094626119433917) | > loss_1: 33.049560546875 (32.58532824994579) | > grad_norm_1: tensor(101.8338, device='cuda:0') (tensor(282.4643, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 14.9107 (0.45282412299993924) | > loader_time: 0.0331 (0.005113506751944592)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.398956537246704 (2.398956537246704) | > loss_disc_real_0: 0.07053080201148987 (0.07053080201148987) | > loss_disc_real_1: 0.141072615981102 (0.141072615981102) | > loss_disc_real_2: 0.20449937880039215 (0.20449937880039215) | > loss_disc_real_3: 0.23877304792404175 (0.23877304792404175) | > loss_disc_real_4: 0.2541983127593994 (0.2541983127593994) | > loss_disc_real_5: 0.2518639862537384 (0.2518639862537384) | > loss_0: 2.398956537246704 (2.398956537246704) | > loss_gen: 2.3653206825256348 (2.3653206825256348) | > loss_kl: 1.7353811264038086 (1.7353811264038086) | > loss_feat: 6.820713520050049 (6.820713520050049) | > loss_mel: 18.444534301757812 (18.444534301757812) | > loss_duration: 2.8262457847595215 (2.8262457847595215) | > loss_1: 32.192195892333984 (32.192195892333984)  --> STEP: 1 | > loss_disc: 2.3210067749023438 (2.3210067749023438) | > loss_disc_real_0: 0.0888085588812828 (0.0888085588812828) | > loss_disc_real_1: 0.13447362184524536 (0.13447362184524536) | > loss_disc_real_2: 0.16298934817314148 (0.16298934817314148) | > loss_disc_real_3: 0.14864613115787506 (0.14864613115787506) | > loss_disc_real_4: 0.16236110031604767 (0.16236110031604767) | > loss_disc_real_5: 0.21873845160007477 (0.21873845160007477) | > loss_0: 2.3210067749023438 (2.3210067749023438) | > loss_gen: 2.019785165786743 (2.019785165786743) | > loss_kl: 2.7572524547576904 (2.7572524547576904) | > loss_feat: 6.942044258117676 (6.942044258117676) | > loss_mel: 20.344690322875977 (20.344690322875977) | > loss_duration: 2.394627571105957 (2.394627571105957) | > loss_1: 34.45840072631836 (34.45840072631836)  --> STEP: 2 | > loss_disc: 2.2428500652313232 (2.2819284200668335) | > loss_disc_real_0: 0.08058013021945953 (0.08469434455037117) | > loss_disc_real_1: 0.14264489710330963 (0.1385592594742775) | > loss_disc_real_2: 0.22397367656230927 (0.19348151236772537) | > loss_disc_real_3: 0.23677465319633484 (0.19271039217710495) | > loss_disc_real_4: 0.26531726121902466 (0.21383918076753616) | > loss_disc_real_5: 0.19229239225387573 (0.20551542192697525) | > loss_0: 2.2428500652313232 (2.2819284200668335) | > loss_gen: 2.2394330501556396 (2.1296091079711914) | > loss_kl: 2.870824098587036 (2.8140382766723633) | > loss_feat: 5.570284843444824 (6.25616455078125) | > loss_mel: 19.822568893432617 (20.083629608154297) | > loss_duration: 2.474574089050293 (2.434600830078125) | > loss_1: 32.977684020996094 (33.71804237365723)  --> STEP: 3 | > loss_disc: 2.186997175216675 (2.2502846717834473) | > loss_disc_real_0: 0.11330120265483856 (0.09422996391852696) | > loss_disc_real_1: 0.12156830728054047 (0.13289560874303183) | > loss_disc_real_2: 0.13018010556697845 (0.17238104343414307) | > loss_disc_real_3: 0.19152066111564636 (0.19231381515661874) | > loss_disc_real_4: 0.2676957845687866 (0.23179138203461966) | > loss_disc_real_5: 0.19575458765029907 (0.20226181050141653) | > loss_0: 2.186997175216675 (2.2502846717834473) | > loss_gen: 2.3430163860321045 (2.200744867324829) | > loss_kl: 3.130328893661499 (2.9194684823354087) | > loss_feat: 6.471184253692627 (6.327837785085042) | > loss_mel: 20.733394622802734 (20.30021794637044) | > loss_duration: 2.2076449394226074 (2.3589488665262857) | > loss_1: 34.88557052612305 (34.107218424479164)  --> STEP: 4 | > loss_disc: 2.1936488151550293 (2.2361257076263428) | > loss_disc_real_0: 0.1090632826089859 (0.0979382935911417) | > loss_disc_real_1: 0.19878265261650085 (0.14936736971139908) | > loss_disc_real_2: 0.1617976576089859 (0.16973519697785378) | > loss_disc_real_3: 0.2085270881652832 (0.19636713340878487) | > loss_disc_real_4: 0.20180220901966095 (0.22429408878087997) | > loss_disc_real_5: 0.1623317301273346 (0.19227929040789604) | > loss_0: 2.1936488151550293 (2.2361257076263428) | > loss_gen: 2.2669758796691895 (2.217302620410919) | > loss_kl: 2.956063985824585 (2.9286173582077026) | > loss_feat: 8.727078437805176 (6.927647948265076) | > loss_mel: 19.04536247253418 (19.986504077911377) | > loss_duration: 2.2782673835754395 (2.338778495788574) | > loss_1: 35.273746490478516 (34.398850440979004)  --> STEP: 5 | > loss_disc: 2.1592345237731934 (2.220747470855713) | > loss_disc_real_0: 0.1210186779499054 (0.10255437046289444) | > loss_disc_real_1: 0.19334715604782104 (0.15816332697868346) | > loss_disc_real_2: 0.18901339173316956 (0.17359083592891694) | > loss_disc_real_3: 0.2243584841489792 (0.20196540355682374) | > loss_disc_real_4: 0.21990424394607544 (0.22341611981391907) | > loss_disc_real_5: 0.2411709725856781 (0.20205762684345246) | > loss_0: 2.1592345237731934 (2.220747470855713) | > loss_gen: 2.5939691066741943 (2.292635917663574) | > loss_kl: 2.3846373558044434 (2.819821357727051) | > loss_feat: 6.411755561828613 (6.824469470977784) | > loss_mel: 18.744037628173828 (19.738010787963866) | > loss_duration: 2.341658353805542 (2.339354467391968) | > loss_1: 32.47605895996094 (34.01429214477539)  --> STEP: 6 | > loss_disc: 2.5165605545043945 (2.2700496514638266) | > loss_disc_real_0: 0.10458861291408539 (0.10289341087142627) | > loss_disc_real_1: 0.17581409215927124 (0.1611051211754481) | > loss_disc_real_2: 0.20412667095661163 (0.17868014176686606) | > loss_disc_real_3: 0.20533934235572815 (0.20252772668997446) | > loss_disc_real_4: 0.23398332297801971 (0.22517732034126917) | > loss_disc_real_5: 0.16084930300712585 (0.19518957287073135) | > loss_0: 2.5165605545043945 (2.2700496514638266) | > loss_gen: 2.016462564468384 (2.246607025464376) | > loss_kl: 2.609710693359375 (2.7848029136657715) | > loss_feat: 5.195055961608887 (6.552900552749634) | > loss_mel: 19.25837516784668 (19.658071517944336) | > loss_duration: 2.1574337482452393 (2.3090343475341797) | > loss_1: 31.237037658691406 (33.55141639709473)  --> STEP: 7 | > loss_disc: 2.0661513805389404 (2.2409213270459856) | > loss_disc_real_0: 0.12591758370399475 (0.10618257841893605) | > loss_disc_real_1: 0.2164091318845749 (0.1690056941338948) | > loss_disc_real_2: 0.18512211740016937 (0.1796004240001951) | > loss_disc_real_3: 0.1510908305644989 (0.1951795986720494) | > loss_disc_real_4: 0.1877059042453766 (0.2198242608989988) | > loss_disc_real_5: 0.14051198959350586 (0.18737848954541342) | > loss_0: 2.0661513805389404 (2.2409213270459856) | > loss_gen: 2.4406960010528564 (2.274334021977016) | > loss_kl: 3.617501974105835 (2.903759922300066) | > loss_feat: 6.00779390335083 (6.47502817426409) | > loss_mel: 17.182266235351562 (19.304385049002512) | > loss_duration: 2.4641923904418945 (2.3311997822352817) | > loss_1: 31.712451934814453 (33.28870718819754)  --> STEP: 8 | > loss_disc: 1.9298481941223145 (2.2020371854305267) | > loss_disc_real_0: 0.10869298130273819 (0.10649637877941132) | > loss_disc_real_1: 0.1798764020204544 (0.17036453261971474) | > loss_disc_real_2: 0.16998112201690674 (0.17839801125228405) | > loss_disc_real_3: 0.16114027798175812 (0.19092468358576298) | > loss_disc_real_4: 0.17798039317131042 (0.21459377743303776) | > loss_disc_real_5: 0.11413571238517761 (0.17822314240038395) | > loss_0: 1.9298481941223145 (2.2020371854305267) | > loss_gen: 2.6864261627197266 (2.3258455395698547) | > loss_kl: 2.3727738857269287 (2.837386667728424) | > loss_feat: 10.45893669128418 (6.973016738891602) | > loss_mel: 20.27448844909668 (19.425647974014282) | > loss_duration: 2.162632942199707 (2.310128927230835) | > loss_1: 37.955257415771484 (33.87202596664429)  --> STEP: 9 | > loss_disc: 1.8666011095046997 (2.164766510327657) | > loss_disc_real_0: 0.17690424621105194 (0.11431947516070472) | > loss_disc_real_1: 0.15564903616905212 (0.16872947745853) | > loss_disc_real_2: 0.20301684737205505 (0.18113343748781416) | > loss_disc_real_3: 0.14249534904956818 (0.18554364641507468) | > loss_disc_real_4: 0.15099193155765533 (0.20752690566910637) | > loss_disc_real_5: 0.08237039297819138 (0.16757283690902922) | > loss_0: 1.8666011095046997 (2.164766510327657) | > loss_gen: 2.7202794551849365 (2.3696715301937528) | > loss_kl: 2.510032892227173 (2.801014026006063) | > loss_feat: 11.90554428100586 (7.5210753546820746) | > loss_mel: 21.342844009399414 (19.63866975572374) | > loss_duration: 2.130523681640625 (2.2901727888319225) | > loss_1: 40.60922622680664 (34.620603773328995)  --> STEP: 10 | > loss_disc: 2.569845676422119 (2.205274426937103) | > loss_disc_real_0: 0.10547465085983276 (0.11343499273061752) | > loss_disc_real_1: 0.17422957718372345 (0.16927948743104934) | > loss_disc_real_2: 0.3016279339790344 (0.19318288713693618) | > loss_disc_real_3: 0.20487543940544128 (0.18747682571411134) | > loss_disc_real_4: 0.2728778123855591 (0.21406199634075165) | > loss_disc_real_5: 0.2948998808860779 (0.1803055413067341) | > loss_0: 2.569845676422119 (2.205274426937103) | > loss_gen: 2.2453737258911133 (2.3572417497634888) | > loss_kl: 2.2531704902648926 (2.7462296724319457) | > loss_feat: 6.399826526641846 (7.408950471878052) | > loss_mel: 14.842243194580078 (19.159027099609375) | > loss_duration: 2.2936320304870605 (2.2905187129974367) | > loss_1: 28.034244537353516 (33.961967849731444)  --> STEP: 11 | > loss_disc: 2.25222110748291 (2.209542306986722) | > loss_disc_real_0: 0.1133781373500824 (0.11342982405965979) | > loss_disc_real_1: 0.13935495913028717 (0.1665590757673437) | > loss_disc_real_2: 0.22677859663963318 (0.19623704254627228) | > loss_disc_real_3: 0.22420719265937805 (0.19081594998186285) | > loss_disc_real_4: 0.2236282378435135 (0.21493165465918454) | > loss_disc_real_5: 0.1865033209323883 (0.1808689758181572) | > loss_0: 2.25222110748291 (2.209542306986722) | > loss_gen: 2.299050807952881 (2.3519516641443428) | > loss_kl: 3.069512367248535 (2.775619008324363) | > loss_feat: 5.803341388702393 (7.262986009771174) | > loss_mel: 18.443973541259766 (19.0940222306685) | > loss_duration: 2.400390625 (2.300507068634033) | > loss_1: 32.01626968383789 (33.78508619828658)  --> STEP: 12 | > loss_disc: 2.1878199577331543 (2.2077321112155914) | > loss_disc_real_0: 0.1038581132888794 (0.11263218149542809) | > loss_disc_real_1: 0.17158064246177673 (0.16697753965854645) | > loss_disc_real_2: 0.22607463598251343 (0.19872350866595903) | > loss_disc_real_3: 0.165064737200737 (0.18867001558343569) | > loss_disc_real_4: 0.2365172654390335 (0.21673045555750528) | > loss_disc_real_5: 0.1879996508359909 (0.18146319873631) | > loss_0: 2.1878199577331543 (2.2077321112155914) | > loss_gen: 2.481898784637451 (2.362780590852102) | > loss_kl: 2.2835311889648438 (2.734611690044403) | > loss_feat: 6.358668804168701 (7.187626242637634) | > loss_mel: 17.43135643005371 (18.955466747283936) | > loss_duration: 2.226797103881836 (2.29436457157135) | > loss_1: 30.78225326538086 (33.534850120544434)  --> STEP: 13 | > loss_disc: 2.547893762588501 (2.2338983920904307) | > loss_disc_real_0: 0.17110314965248108 (0.11712994827673985) | > loss_disc_real_1: 0.16757924854755402 (0.16702382495770088) | > loss_disc_real_2: 0.184603750705719 (0.19763737343824828) | > loss_disc_real_3: 0.22922302782535553 (0.19178947806358337) | > loss_disc_real_4: 0.2273397296667099 (0.21754655356590563) | > loss_disc_real_5: 0.21935203671455383 (0.18437772473463646) | > loss_0: 2.547893762588501 (2.2338983920904307) | > loss_gen: 2.088029384613037 (2.341645882679866) | > loss_kl: 2.382506847381592 (2.7075267021472635) | > loss_feat: 6.058950424194336 (7.100805025834304) | > loss_mel: 17.036821365356445 (18.80787864098182) | > loss_duration: 2.1315603256225586 (2.2818411680368276) | > loss_1: 29.69786834716797 (33.23969767643855)  --> STEP: 14 | > loss_disc: 2.1241302490234375 (2.2260578104427884) | > loss_disc_real_0: 0.12139260023832321 (0.11743442341685295) | > loss_disc_real_1: 0.18519766628742218 (0.1683219564812524) | > loss_disc_real_2: 0.20726683735847473 (0.198325192289693) | > loss_disc_real_3: 0.20904415845870972 (0.19302195523466384) | > loss_disc_real_4: 0.18077145516872406 (0.21491976082324982) | > loss_disc_real_5: 0.16657043993473053 (0.18310577582035745) | > loss_0: 2.1241302490234375 (2.2260578104427884) | > loss_gen: 2.5183029174804688 (2.3542642423084805) | > loss_kl: 3.213839054107666 (2.7436918701444353) | > loss_feat: 6.882023334503174 (7.0851777621677945) | > loss_mel: 20.231250762939453 (18.90954807826451) | > loss_duration: 2.3362584114074707 (2.2857281139918735) | > loss_1: 35.18167495727539 (33.37841033935547)  --> STEP: 15 | > loss_disc: 2.187527894973755 (2.2234891494115194) | > loss_disc_real_0: 0.11721797287464142 (0.11741999338070551) | > loss_disc_real_1: 0.2354932427406311 (0.17280004223187764) | > loss_disc_real_2: 0.20554621517658234 (0.19880659381548563) | > loss_disc_real_3: 0.1925828605890274 (0.19299268225828806) | > loss_disc_real_4: 0.24314409494400024 (0.2168013830979665) | > loss_disc_real_5: 0.18022212386131287 (0.18291353235642116) | > loss_0: 2.187527894973755 (2.2234891494115194) | > loss_gen: 2.5038089752197266 (2.36423389116923) | > loss_kl: 2.4291160106658936 (2.722720146179199) | > loss_feat: 6.739943504333496 (7.062162144978841) | > loss_mel: 17.7364501953125 (18.831341552734376) | > loss_duration: 2.347001791000366 (2.28981302579244) | > loss_1: 31.75632095336914 (33.27027104695638)  --> STEP: 16 | > loss_disc: 2.654892921447754 (2.250451885163784) | > loss_disc_real_0: 0.15648742020130157 (0.11986170755699277) | > loss_disc_real_1: 0.18899260461330414 (0.1738120773807168) | > loss_disc_real_2: 0.19761508703231812 (0.19873212464153767) | > loss_disc_real_3: 0.26617199182510376 (0.19756638910621405) | > loss_disc_real_4: 0.24534055590629578 (0.2185850813984871) | > loss_disc_real_5: 0.28855323791503906 (0.18951601395383477) | > loss_0: 2.654892921447754 (2.250451885163784) | > loss_gen: 2.1119580268859863 (2.3484666496515274) | > loss_kl: 2.193455696105957 (2.6896411180496216) | > loss_feat: 6.1923370361328125 (7.007798075675964) | > loss_mel: 14.990914344787598 (18.5913148522377) | > loss_duration: 2.3224806785583496 (2.291854754090309) | > loss_1: 27.811145782470703 (32.929075717926025)  --> STEP: 17 | > loss_disc: 2.5100502967834473 (2.2657223799649406) | > loss_disc_real_0: 0.1505364030599594 (0.12166610141010846) | > loss_disc_real_1: 0.25300174951553345 (0.1784702933886472) | > loss_disc_real_2: 0.24285519123077393 (0.20132759914678686) | > loss_disc_real_3: 0.26331838965415955 (0.2014341538443285) | > loss_disc_real_4: 0.2257404625415802 (0.2190059861716102) | > loss_disc_real_5: 0.20733676850795746 (0.19056429363348903) | > loss_0: 2.5100502967834473 (2.2657223799649406) | > loss_gen: 2.2267613410949707 (2.341307513854083) | > loss_kl: 2.3550920486450195 (2.6699617610258213) | > loss_feat: 5.927906513214111 (6.944275042589973) | > loss_mel: 17.748083114624023 (18.54171298531925) | > loss_duration: 2.429121255874634 (2.2999292541952694) | > loss_1: 30.68696403503418 (32.79718679540298)  --> STEP: 18 | > loss_disc: 2.1483852863311768 (2.2592036525408425) | > loss_disc_real_0: 0.12099485099315643 (0.12162880972027779) | > loss_disc_real_1: 0.1287856549024582 (0.17571003569497) | > loss_disc_real_2: 0.23069041967391968 (0.2029588669538498) | > loss_disc_real_3: 0.12570546567440033 (0.1972270045015547) | > loss_disc_real_4: 0.20597949624061584 (0.21828229228655496) | > loss_disc_real_5: 0.12032018601894379 (0.18666184321045876) | > loss_0: 2.1483852863311768 (2.2592036525408425) | > loss_gen: 2.214846134185791 (2.334281881650289) | > loss_kl: 3.3103184700012207 (2.705537133746677) | > loss_feat: 11.267526626586914 (7.184455686145359) | > loss_mel: 20.059385299682617 (18.626028113894993) | > loss_duration: 2.22953200340271 (2.296018295817905) | > loss_1: 39.081607818603516 (33.146321296691895)  --> STEP: 19 | > loss_disc: 2.2798104286193848 (2.260288219702871) | > loss_disc_real_0: 0.14581198990345 (0.12290160867728685) | > loss_disc_real_1: 0.15969330072402954 (0.1748670496438679) | > loss_disc_real_2: 0.14287413656711578 (0.19979651272296906) | > loss_disc_real_3: 0.24150776863098145 (0.1995575710346824) | > loss_disc_real_4: 0.28643715381622314 (0.22186939026180066) | > loss_disc_real_5: 0.1928652822971344 (0.18698834000449432) | > loss_0: 2.2798104286193848 (2.260288219702871) | > loss_gen: 2.4280333518981934 (2.3392161695580733) | > loss_kl: 1.8749016523361206 (2.661819476830332) | > loss_feat: 7.205149173736572 (7.185544817071212) | > loss_mel: 17.918241500854492 (18.58877618689286) | > loss_duration: 2.2731337547302246 (2.2948138462869743) | > loss_1: 31.699459075927734 (33.07017065349378)  --> STEP: 20 | > loss_disc: 2.4080111980438232 (2.267674368619919) | > loss_disc_real_0: 0.07207285612821579 (0.12036017104983329) | > loss_disc_real_1: 0.20962174236774445 (0.1766047842800617) | > loss_disc_real_2: 0.21138577163219452 (0.20037597566843032) | > loss_disc_real_3: 0.2419658899307251 (0.20167798697948455) | > loss_disc_real_4: 0.24861668050289154 (0.2232067547738552) | > loss_disc_real_5: 0.2001732885837555 (0.18764758743345739) | > loss_0: 2.4080111980438232 (2.267674368619919) | > loss_gen: 2.2910256385803223 (2.3368066430091856) | > loss_kl: 2.1900012493133545 (2.638228565454483) | > loss_feat: 7.08375358581543 (7.180455255508423) | > loss_mel: 19.66696548461914 (18.642685651779175) | > loss_duration: 2.3423495292663574 (2.2971906304359435) | > loss_1: 33.574092864990234 (33.0953667640686)  --> STEP: 21 | > loss_disc: 2.085631847381592 (2.2590056771323797) | > loss_disc_real_0: 0.13189689815044403 (0.12090953900700524) | > loss_disc_real_1: 0.17714673280715942 (0.17663059135278067) | > loss_disc_real_2: 0.18739603459835052 (0.19975788323652177) | > loss_disc_real_3: 0.21321234107017517 (0.2022272419361841) | > loss_disc_real_4: 0.19637273252010345 (0.22192894419034323) | > loss_disc_real_5: 0.08825768530368805 (0.1829147349510874) | > loss_0: 2.085631847381592 (2.2590056771323797) | > loss_gen: 2.456573009490967 (2.342509803317842) | > loss_kl: 2.329723596572876 (2.623537852650597) | > loss_feat: 6.320247650146484 (7.139492988586426) | > loss_mel: 17.245670318603516 (18.576161112104142) | > loss_duration: 2.15883469581604 (2.2906022525969005) | > loss_1: 30.511049270629883 (32.972304026285805)  --> STEP: 22 | > loss_disc: 2.321868658065796 (2.261863085356626) | > loss_disc_real_0: 0.11489441990852356 (0.1206361245025288) | > loss_disc_real_1: 0.21495498716831207 (0.17837260934439572) | > loss_disc_real_2: 0.1449154019355774 (0.19726504317738794) | > loss_disc_real_3: 0.20743682980537415 (0.20246404138478366) | > loss_disc_real_4: 0.2674993574619293 (0.22400032661177896) | > loss_disc_real_5: 0.28812363743782043 (0.18769695779139345) | > loss_0: 2.321868658065796 (2.261863085356626) | > loss_gen: 2.505617618560791 (2.3499237949197944) | > loss_kl: 2.174690008163452 (2.6031356779011814) | > loss_feat: 7.346529960632324 (7.148903760043058) | > loss_mel: 18.643972396850586 (18.57924344322898) | > loss_duration: 2.1547961235046387 (2.2844292467290703) | > loss_1: 32.82560348510742 (32.96563581986861)  --> STEP: 23 | > loss_disc: 2.33229660987854 (2.264925412509753) | > loss_disc_real_0: 0.10356457531452179 (0.11989388323348502) | > loss_disc_real_1: 0.23603540658950806 (0.18087968748548758) | > loss_disc_real_2: 0.2016766220331192 (0.19745685095372406) | > loss_disc_real_3: 0.21005463600158691 (0.20279406723768814) | > loss_disc_real_4: 0.23582693934440613 (0.22451452716537143) | > loss_disc_real_5: 0.1674320101737976 (0.18681587311236755) | > loss_0: 2.33229660987854 (2.264925412509753) | > loss_gen: 2.2639825344085693 (2.346187218375828) | > loss_kl: 2.308124303817749 (2.590309096419293) | > loss_feat: 5.919979572296143 (7.095472273619278) | > loss_mel: 16.431190490722656 (18.48584983659827) | > loss_duration: 2.295311450958252 (2.284902386043383) | > loss_1: 29.21858787536621 (32.802720691846766)  --> STEP: 24 | > loss_disc: 2.63179087638855 (2.280211473504703) | > loss_disc_real_0: 0.17323902249336243 (0.12211659736931324) | > loss_disc_real_1: 0.22157342731952667 (0.18257525997857252) | > loss_disc_real_2: 0.29621386528015137 (0.20157172655065855) | > loss_disc_real_3: 0.24032913148403168 (0.20435802824795246) | > loss_disc_real_4: 0.249369278550148 (0.2255501418064038) | > loss_disc_real_5: 0.16852109134197235 (0.18605359053860107) | > loss_0: 2.63179087638855 (2.280211473504703) | > loss_gen: 2.1544623374938965 (2.3381986816724143) | > loss_kl: 2.2282257080078125 (2.5752222885688147) | > loss_feat: 6.224826335906982 (7.059195359547933) | > loss_mel: 17.961008071899414 (18.463981429735817) | > loss_duration: 2.365673065185547 (2.2882678310076394) | > loss_1: 30.93419647216797 (32.72486551602682)  --> STEP: 25 | > loss_disc: 2.177621841430664 (2.276107888221741) | > loss_disc_real_0: 0.16137917339801788 (0.12368710041046142) | > loss_disc_real_1: 0.20624680817127228 (0.1835221219062805) | > loss_disc_real_2: 0.2238309532403946 (0.202462095618248) | > loss_disc_real_3: 0.10716378688812256 (0.20047025859355927) | > loss_disc_real_4: 0.21825744211673737 (0.22525843381881713) | > loss_disc_real_5: 0.1929856687784195 (0.1863308736681938) | > loss_0: 2.177621841430664 (2.276107888221741) | > loss_gen: 2.7422287464141846 (2.354359884262085) | > loss_kl: 2.588512897491455 (2.57575391292572) | > loss_feat: 10.253789901733398 (7.186979141235351) | > loss_mel: 18.232421875 (18.454719047546384) | > loss_duration: 2.3144991397857666 (2.289317083358765) | > loss_1: 36.13145065307617 (32.86112892150879)  --> STEP: 26 | > loss_disc: 2.3350906372070312 (2.2783764554904065) | > loss_disc_real_0: 0.1173231452703476 (0.12344233290507244) | > loss_disc_real_1: 0.1564359813928604 (0.18248034727114898) | > loss_disc_real_2: 0.08250822871923447 (0.1978484853529013) | > loss_disc_real_3: 0.05850560590624809 (0.1950100796440473) | > loss_disc_real_4: 0.2688339650630951 (0.2269344157897509) | > loss_disc_real_5: 0.09444376826286316 (0.18279675422952726) | > loss_0: 2.3350906372070312 (2.2783764554904065) | > loss_gen: 1.92354154586792 (2.3377899481700015) | > loss_kl: 2.4827630519866943 (2.5721773413511424) | > loss_feat: 14.969063758850098 (7.486290088066688) | > loss_mel: 19.662269592285156 (18.501163299267105) | > loss_duration: 2.27681303024292 (2.288836158238925) | > loss_1: 41.314453125 (33.18625677548921) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025225694362933817 (-6.698645078218914e-05) | > avg_loss_disc: 2.2783764554904065 (-0.07715987700682403) | > avg_loss_disc_real_0: 0.12344233290507244 (-0.0025874522443001396) | > avg_loss_disc_real_1: 0.18248034727114898 (-0.04728554762326753) | > avg_loss_disc_real_2: 0.1978484853529013 (+0.002401203203659802) | > avg_loss_disc_real_3: 0.1950100796440473 (-0.05380171265166539) | > avg_loss_disc_real_4: 0.2269344157897509 (-0.013121347014720619) | > avg_loss_disc_real_5: 0.18279675422952726 (-0.030792487068818153) | > avg_loss_0: 2.2783764554904065 (-0.07715987700682403) | > avg_loss_gen: 2.3377899481700015 (-0.12862321963677115) | > avg_loss_kl: 2.5721773413511424 (+0.0502043183033285) | > avg_loss_feat: 7.486290088066688 (+0.05762775127704334) | > avg_loss_mel: 18.501163299267105 (-0.32007701580341674) | > avg_loss_duration: 2.288836158238925 (+0.0007513027924765936) | > avg_loss_1: 33.18625677548921 (-0.3401167209331746)  > EPOCH: 270/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:49:12)   --> TIME: 2024-06-11 02:49:22 -- STEP: 24/330 -- GLOBAL_STEP: 177125 | > loss_disc: 2.4453272819519043 (2.2952889601389566) | > loss_disc_real_0: 0.12594068050384521 (0.10842074826359749) | > loss_disc_real_1: 0.2247145175933838 (0.2009016778320074) | > loss_disc_real_2: 0.2639250159263611 (0.21507229035099348) | > loss_disc_real_3: 0.26575222611427307 (0.21866945177316666) | > loss_disc_real_4: 0.26672330498695374 (0.22431005289157233) | > loss_disc_real_5: 0.2470051497220993 (0.20540429279208183) | > loss_0: 2.4453272819519043 (2.2952889601389566) | > grad_norm_0: tensor(10.8044, device='cuda:0') (tensor(11.1190, device='cuda:0')) | > loss_gen: 2.710686206817627 (2.552981634934744) | > loss_kl: 1.6948024034500122 (1.7957814186811447) | > loss_feat: 6.999547958374023 (7.161750555038452) | > loss_mel: 19.271074295043945 (18.892809788386028) | > loss_duration: 2.02510404586792 (2.1220407833655677) | > loss_1: 32.70121383666992 (32.5253643989563) | > grad_norm_1: tensor(274.5666, device='cuda:0') (tensor(128.1700, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3486 (0.34804074962933856) | > loader_time: 0.003 (0.003117382526397705)  --> TIME: 2024-06-11 02:49:31 -- STEP: 49/330 -- GLOBAL_STEP: 177150 | > loss_disc: 2.352839946746826 (2.3254876720662008) | > loss_disc_real_0: 0.12358498573303223 (0.11185637450948054) | > loss_disc_real_1: 0.25773149728775024 (0.203413154397692) | > loss_disc_real_2: 0.20093774795532227 (0.21585978293905453) | > loss_disc_real_3: 0.21737200021743774 (0.22448184417218578) | > loss_disc_real_4: 0.2161363661289215 (0.22237236524114803) | > loss_disc_real_5: 0.22731824219226837 (0.211983750061113) | > loss_0: 2.352839946746826 (2.3254876720662008) | > grad_norm_0: tensor(27.0844, device='cuda:0') (tensor(11.6932, device='cuda:0')) | > loss_gen: 2.3908636569976807 (2.5286078550377664) | > loss_kl: 1.8826109170913696 (1.7890373979296004) | > loss_feat: 6.622694969177246 (7.1311556368458024) | > loss_mel: 18.087690353393555 (18.89339384740713) | > loss_duration: 1.9822748899459839 (2.075287344504375) | > loss_1: 30.966135025024414 (32.417482103620266) | > grad_norm_1: tensor(214.4691, device='cuda:0') (tensor(130.0164, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3754 (0.35203758064581425) | > loader_time: 0.0034 (0.0032689522723762356)  --> TIME: 2024-06-11 02:49:40 -- STEP: 74/330 -- GLOBAL_STEP: 177175 | > loss_disc: 2.3937110900878906 (2.318613136136854) | > loss_disc_real_0: 0.12996739149093628 (0.11237650324363967) | > loss_disc_real_1: 0.29334786534309387 (0.20214125191843188) | > loss_disc_real_2: 0.19824284315109253 (0.215579003901095) | > loss_disc_real_3: 0.23074352741241455 (0.2234959350647153) | > loss_disc_real_4: 0.24687837064266205 (0.22346373204443906) | > loss_disc_real_5: 0.2313888967037201 (0.2113517416087357) | > loss_0: 2.3937110900878906 (2.318613136136854) | > grad_norm_0: tensor(8.4106, device='cuda:0') (tensor(11.2637, device='cuda:0')) | > loss_gen: 2.598125457763672 (2.5451626391024202) | > loss_kl: 1.7378031015396118 (1.7990513701696653) | > loss_feat: 7.059176921844482 (7.212738236865482) | > loss_mel: 18.423070907592773 (18.868518958220612) | > loss_duration: 1.959205150604248 (2.056032593185837) | > loss_1: 31.777381896972656 (32.481503821708095) | > grad_norm_1: tensor(69.0913, device='cuda:0') (tensor(120.7044, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3789 (0.354820467330314) | > loader_time: 0.0036 (0.0034436535190891576)  --> TIME: 2024-06-11 02:49:49 -- STEP: 99/330 -- GLOBAL_STEP: 177200 | > loss_disc: 2.267376661300659 (2.322621032445118) | > loss_disc_real_0: 0.10738588869571686 (0.11483842570974369) | > loss_disc_real_1: 0.19752095639705658 (0.20143963246032445) | > loss_disc_real_2: 0.22420087456703186 (0.2145542096007954) | > loss_disc_real_3: 0.24377882480621338 (0.22489646874895) | > loss_disc_real_4: 0.20775407552719116 (0.2236958599150783) | > loss_disc_real_5: 0.21943162381649017 (0.21162491675579187) | > loss_0: 2.267376661300659 (2.322621032445118) | > grad_norm_0: tensor(20.9473, device='cuda:0') (tensor(13.3831, device='cuda:0')) | > loss_gen: 2.6468684673309326 (2.536618244768393) | > loss_kl: 1.7662075757980347 (1.7980647845701738) | > loss_feat: 7.373732089996338 (7.210837759152807) | > loss_mel: 18.464191436767578 (18.79323997882883) | > loss_duration: 2.058481454849243 (2.0521402768414414) | > loss_1: 32.309478759765625 (32.39090092976891) | > grad_norm_1: tensor(270.7453, device='cuda:0') (tensor(149.8842, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3629 (0.3563224354175606) | > loader_time: 0.0037 (0.003560853726936109)  --> TIME: 2024-06-11 02:49:59 -- STEP: 124/330 -- GLOBAL_STEP: 177225 | > loss_disc: 2.269853115081787 (2.3208277667722395) | > loss_disc_real_0: 0.08453772962093353 (0.11476586999431733) | > loss_disc_real_1: 0.17698486149311066 (0.19957771560838145) | > loss_disc_real_2: 0.18218141794204712 (0.21448744016308938) | > loss_disc_real_3: 0.21723294258117676 (0.22571962230628537) | > loss_disc_real_4: 0.21296903491020203 (0.2228103266848672) | > loss_disc_real_5: 0.18090113997459412 (0.211828900681388) | > loss_0: 2.269853115081787 (2.3208277667722395) | > grad_norm_0: tensor(11.0345, device='cuda:0') (tensor(14.7454, device='cuda:0')) | > loss_gen: 2.6924898624420166 (2.5392495509116877) | > loss_kl: 1.7742987871170044 (1.7971503821111494) | > loss_feat: 8.635021209716797 (7.256054643661745) | > loss_mel: 19.741912841796875 (18.81554339008948) | > loss_duration: 2.0697214603424072 (2.052137884401506) | > loss_1: 34.91344451904297 (32.46013582906418) | > grad_norm_1: tensor(169.2713, device='cuda:0') (tensor(171.1316, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3533 (0.35858455973286785) | > loader_time: 0.0039 (0.003659131065491707)  --> TIME: 2024-06-11 02:50:08 -- STEP: 149/330 -- GLOBAL_STEP: 177250 | > loss_disc: 2.38908052444458 (2.317736150434353) | > loss_disc_real_0: 0.1538325995206833 (0.11495199854541945) | > loss_disc_real_1: 0.22528566420078278 (0.19974556535282392) | > loss_disc_real_2: 0.25466713309288025 (0.21502163856221526) | > loss_disc_real_3: 0.25762104988098145 (0.22555784451081448) | > loss_disc_real_4: 0.23606492578983307 (0.2230389062190216) | > loss_disc_real_5: 0.2119217962026596 (0.21256750132013486) | > loss_0: 2.38908052444458 (2.317736150434353) | > grad_norm_0: tensor(10.3664, device='cuda:0') (tensor(15.8114, device='cuda:0')) | > loss_gen: 2.4174509048461914 (2.544842380805304) | > loss_kl: 1.8804548978805542 (1.8105008434129242) | > loss_feat: 6.508174419403076 (7.2958678079131465) | > loss_mel: 18.437450408935547 (18.808123006116634) | > loss_duration: 2.0666232109069824 (2.0538947758258588) | > loss_1: 31.31015396118164 (32.51322880687332) | > grad_norm_1: tensor(193.9096, device='cuda:0') (tensor(184.5267, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3659 (0.3601498667825788) | > loader_time: 0.0044 (0.003751874770094084)  --> TIME: 2024-06-11 02:50:18 -- STEP: 174/330 -- GLOBAL_STEP: 177275 | > loss_disc: 2.301565647125244 (2.3188303119834788) | > loss_disc_real_0: 0.10599841177463531 (0.1149865819205498) | > loss_disc_real_1: 0.20122574269771576 (0.19929383720817237) | > loss_disc_real_2: 0.20554064214229584 (0.215452725346061) | > loss_disc_real_3: 0.210520938038826 (0.22540738305141186) | > loss_disc_real_4: 0.18642914295196533 (0.22256059747660298) | > loss_disc_real_5: 0.19274139404296875 (0.2124164652550357) | > loss_0: 2.301565647125244 (2.3188303119834788) | > grad_norm_0: tensor(22.4829, device='cuda:0') (tensor(16.9994, device='cuda:0')) | > loss_gen: 2.4360218048095703 (2.540128235159249) | > loss_kl: 1.7349148988723755 (1.8162316145568058) | > loss_feat: 7.762258052825928 (7.321421055958189) | > loss_mel: 18.53182601928711 (18.782524043116087) | > loss_duration: 2.1280288696289062 (2.0573120747489484) | > loss_1: 32.593048095703125 (32.51761702833505) | > grad_norm_1: tensor(350.0550, device='cuda:0') (tensor(194.9680, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.382 (0.3631147968358008) | > loader_time: 0.0046 (0.0038439103926735363)  --> TIME: 2024-06-11 02:50:28 -- STEP: 199/330 -- GLOBAL_STEP: 177300 | > loss_disc: 2.374634265899658 (2.3169075520194333) | > loss_disc_real_0: 0.1468036025762558 (0.11545661705822202) | > loss_disc_real_1: 0.258074015378952 (0.1992885193333554) | > loss_disc_real_2: 0.23900914192199707 (0.21577424058063546) | > loss_disc_real_3: 0.25557035207748413 (0.2256593246705568) | > loss_disc_real_4: 0.2141629457473755 (0.22238010827021384) | > loss_disc_real_5: 0.21452178061008453 (0.21186872118681516) | > loss_0: 2.374634265899658 (2.3169075520194333) | > grad_norm_0: tensor(33.2772, device='cuda:0') (tensor(18.7025, device='cuda:0')) | > loss_gen: 2.484260082244873 (2.5500376727712815) | > loss_kl: 1.673453450202942 (1.820465356261287) | > loss_feat: 6.78690242767334 (7.370311353673887) | > loss_mel: 18.073806762695312 (18.76033329604259) | > loss_duration: 2.1816844940185547 (2.063760649618789) | > loss_1: 31.20010757446289 (32.5649083391506) | > grad_norm_1: tensor(299.0449, device='cuda:0') (tensor(213.6530, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3842 (0.367588124682556) | > loader_time: 0.0045 (0.003942853841350307)  --> TIME: 2024-06-11 02:50:38 -- STEP: 224/330 -- GLOBAL_STEP: 177325 | > loss_disc: 2.3082022666931152 (2.3188603456531234) | > loss_disc_real_0: 0.077024444937706 (0.11617366340942681) | > loss_disc_real_1: 0.25341808795928955 (0.20103479535984142) | > loss_disc_real_2: 0.22311997413635254 (0.2153373588807881) | > loss_disc_real_3: 0.22556763887405396 (0.22534424279417312) | > loss_disc_real_4: 0.22436252236366272 (0.2223730880900153) | > loss_disc_real_5: 0.1671276092529297 (0.21179580675171952) | > loss_0: 2.3082022666931152 (2.3188603456531234) | > grad_norm_0: tensor(54.4336, device='cuda:0') (tensor(21.2074, device='cuda:0')) | > loss_gen: 2.4141674041748047 (2.551861710846424) | > loss_kl: 1.790391445159912 (1.8235343455203943) | > loss_feat: 8.406184196472168 (7.391583238329206) | > loss_mel: 18.696760177612305 (18.722720674106057) | > loss_duration: 2.1801748275756836 (2.0696769143853833) | > loss_1: 33.48767852783203 (32.5593768783978) | > grad_norm_1: tensor(312.2958, device='cuda:0') (tensor(228.1271, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.3888 (0.37143269713435867) | > loader_time: 0.0051 (0.004115108932767598)  --> TIME: 2024-06-11 02:50:49 -- STEP: 249/330 -- GLOBAL_STEP: 177350 | > loss_disc: 2.4212355613708496 (2.324163529767567) | > loss_disc_real_0: 0.15638795495033264 (0.11702439299668653) | > loss_disc_real_1: 0.17964105308055878 (0.20203250179807825) | > loss_disc_real_2: 0.20434051752090454 (0.2153735162024517) | > loss_disc_real_3: 0.22668269276618958 (0.22515577891744284) | > loss_disc_real_4: 0.26641666889190674 (0.2232863571509779) | > loss_disc_real_5: 0.20743945240974426 (0.21257773694024984) | > loss_0: 2.4212355613708496 (2.324163529767567) | > grad_norm_0: tensor(36.8190, device='cuda:0') (tensor(22.4168, device='cuda:0')) | > loss_gen: 2.729222059249878 (2.5556418665920395) | > loss_kl: 1.8767002820968628 (1.8190069107645486) | > loss_feat: 7.24365234375 (7.400964539692584) | > loss_mel: 18.28830909729004 (18.689522563214286) | > loss_duration: 2.1361865997314453 (2.077119043074455) | > loss_1: 32.274070739746094 (32.542254880728976) | > grad_norm_1: tensor(339.3296, device='cuda:0') (tensor(238.3074, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.419 (0.3757296700075449) | > loader_time: 0.0058 (0.004266946670041985)  --> TIME: 2024-06-11 02:51:00 -- STEP: 274/330 -- GLOBAL_STEP: 177375 | > loss_disc: 2.3546719551086426 (2.3247488354244354) | > loss_disc_real_0: 0.17098869383335114 (0.11760371681438746) | > loss_disc_real_1: 0.19736900925636292 (0.20181416736467042) | > loss_disc_real_2: 0.19634151458740234 (0.21533417462432472) | > loss_disc_real_3: 0.22011879086494446 (0.2254957867256046) | > loss_disc_real_4: 0.1891581267118454 (0.2233266461722172) | > loss_disc_real_5: 0.2239540070295334 (0.21304790882298547) | > loss_0: 2.3546719551086426 (2.3247488354244354) | > grad_norm_0: tensor(15.5351, device='cuda:0') (tensor(23.0021, device='cuda:0')) | > loss_gen: 2.413343667984009 (2.553316661911289) | > loss_kl: 1.9962769746780396 (1.8236094047553348) | > loss_feat: 7.246207237243652 (7.41433566156095) | > loss_mel: 16.78611183166504 (18.64315481255524) | > loss_duration: 2.16034197807312 (2.0846192462600897) | > loss_1: 30.602279663085938 (32.51903577790644) | > grad_norm_1: tensor(427.6871, device='cuda:0') (tensor(246.3415, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.445 (0.38062752511379505) | > loader_time: 0.0065 (0.004434484634956304)  --> TIME: 2024-06-11 02:51:11 -- STEP: 299/330 -- GLOBAL_STEP: 177400 | > loss_disc: 2.3485841751098633 (2.324071340337642) | > loss_disc_real_0: 0.15675649046897888 (0.11785374337614181) | > loss_disc_real_1: 0.1640819013118744 (0.20182655467636212) | > loss_disc_real_2: 0.2179369032382965 (0.21488562884139387) | > loss_disc_real_3: 0.24182885885238647 (0.22560035903318265) | > loss_disc_real_4: 0.25806012749671936 (0.22346230155249502) | > loss_disc_real_5: 0.22679604589939117 (0.21299433927472225) | > loss_0: 2.3485841751098633 (2.324071340337642) | > grad_norm_0: tensor(11.4588, device='cuda:0') (tensor(22.7313, device='cuda:0')) | > loss_gen: 2.5541863441467285 (2.550908968998835) | > loss_kl: 1.7910970449447632 (1.8219775479772817) | > loss_feat: 7.456652641296387 (7.416281030329573) | > loss_mel: 18.42965316772461 (18.578557949002366) | > loss_duration: 2.2558343410491943 (2.094218902364619) | > loss_1: 32.487422943115234 (32.46194435680989) | > grad_norm_1: tensor(145.5418, device='cuda:0') (tensor(245.2627, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.4581 (0.38636448789998457) | > loader_time: 0.0068 (0.004620897331365376)  --> TIME: 2024-06-11 02:51:25 -- STEP: 324/330 -- GLOBAL_STEP: 177425 | > loss_disc: 2.403514862060547 (2.3268580208589964) | > loss_disc_real_0: 0.14365871250629425 (0.11921465962573334) | > loss_disc_real_1: 0.2425461709499359 (0.20222266680664486) | > loss_disc_real_2: 0.22997383773326874 (0.21481323476742825) | > loss_disc_real_3: 0.2276083528995514 (0.2256486860138398) | > loss_disc_real_4: 0.22484040260314941 (0.22345548201306367) | > loss_disc_real_5: 0.22998648881912231 (0.213159113386531) | > loss_0: 2.403514862060547 (2.3268580208589964) | > grad_norm_0: tensor(13.0144, device='cuda:0') (tensor(22.4834, device='cuda:0')) | > loss_gen: 2.215031147003174 (2.545693518938841) | > loss_kl: 2.0221924781799316 (1.8271059680868078) | > loss_feat: 10.03652286529541 (7.466596432674078) | > loss_mel: 17.884164810180664 (18.539318879445386) | > loss_duration: 2.2965283393859863 (2.1075384322507853) | > loss_1: 34.45444107055664 (32.48625316737611) | > grad_norm_1: tensor(255.8234, device='cuda:0') (tensor(246.0951, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.6047 (0.39878824978698935) | > loader_time: 0.0099 (0.004903061154447961)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2635011672973633 (2.2635011672973633) | > loss_disc_real_0: 0.049046795815229416 (0.049046795815229416) | > loss_disc_real_1: 0.2286064773797989 (0.2286064773797989) | > loss_disc_real_2: 0.20495018362998962 (0.20495018362998962) | > loss_disc_real_3: 0.20308269560337067 (0.20308269560337067) | > loss_disc_real_4: 0.24393442273139954 (0.24393442273139954) | > loss_disc_real_5: 0.2265416383743286 (0.2265416383743286) | > loss_0: 2.2635011672973633 (2.2635011672973633) | > loss_gen: 2.46288800239563 (2.46288800239563) | > loss_kl: 2.2975525856018066 (2.2975525856018066) | > loss_feat: 8.427624702453613 (8.427624702453613) | > loss_mel: 17.981769561767578 (17.981769561767578) | > loss_duration: 2.9856748580932617 (2.9856748580932617) | > loss_1: 34.15550994873047 (34.15550994873047)  --> STEP: 1 | > loss_disc: 2.3202481269836426 (2.3202481269836426) | > loss_disc_real_0: 0.0645407885313034 (0.0645407885313034) | > loss_disc_real_1: 0.1954433172941208 (0.1954433172941208) | > loss_disc_real_2: 0.2387811839580536 (0.2387811839580536) | > loss_disc_real_3: 0.24899497628211975 (0.24899497628211975) | > loss_disc_real_4: 0.30753234028816223 (0.30753234028816223) | > loss_disc_real_5: 0.27868449687957764 (0.27868449687957764) | > loss_0: 2.3202481269836426 (2.3202481269836426) | > loss_gen: 2.4825406074523926 (2.4825406074523926) | > loss_kl: 1.6518895626068115 (1.6518895626068115) | > loss_feat: 7.607268810272217 (7.607268810272217) | > loss_mel: 20.249357223510742 (20.249357223510742) | > loss_duration: 2.4449462890625 (2.4449462890625) | > loss_1: 34.43600082397461 (34.43600082397461)  --> STEP: 2 | > loss_disc: 2.6342148780822754 (2.477231502532959) | > loss_disc_real_0: 0.09434707462787628 (0.07944393157958984) | > loss_disc_real_1: 0.26088497042655945 (0.22816414386034012) | > loss_disc_real_2: 0.31264054775238037 (0.275710865855217) | > loss_disc_real_3: 0.22180642187595367 (0.2354006990790367) | > loss_disc_real_4: 0.2576087415218353 (0.2825705409049988) | > loss_disc_real_5: 0.262159138917923 (0.2704218178987503) | > loss_0: 2.6342148780822754 (2.477231502532959) | > loss_gen: 2.313525915145874 (2.3980332612991333) | > loss_kl: 2.121107816696167 (1.8864986896514893) | > loss_feat: 5.350137710571289 (6.478703260421753) | > loss_mel: 17.543354034423828 (18.896355628967285) | > loss_duration: 2.452155828475952 (2.448551058769226) | > loss_1: 29.78028106689453 (32.10814094543457)  --> STEP: 3 | > loss_disc: 2.285853862762451 (2.4134389559427896) | > loss_disc_real_0: 0.07531096041202545 (0.07806627452373505) | > loss_disc_real_1: 0.24513788521289825 (0.23382205764452615) | > loss_disc_real_2: 0.25549018383026123 (0.26897063851356506) | > loss_disc_real_3: 0.27420151233673096 (0.24833430349826813) | > loss_disc_real_4: 0.25155019760131836 (0.27223042647043866) | > loss_disc_real_5: 0.2655136287212372 (0.2687857548395793) | > loss_0: 2.285853862762451 (2.4134389559427896) | > loss_gen: 2.6806716918945312 (2.492246071497599) | > loss_kl: 2.598428726196289 (2.1238087018330893) | > loss_feat: 7.024531364440918 (6.660645961761475) | > loss_mel: 19.02501106262207 (18.93924077351888) | > loss_duration: 2.257378339767456 (2.3848268191019693) | > loss_1: 33.586021423339844 (32.60076777140299)  --> STEP: 4 | > loss_disc: 2.3561596870422363 (2.3991191387176514) | > loss_disc_real_0: 0.05405626446008682 (0.07206377200782299) | > loss_disc_real_1: 0.18792971968650818 (0.22234897315502167) | > loss_disc_real_2: 0.20797890424728394 (0.2537227049469948) | > loss_disc_real_3: 0.2252735048532486 (0.24256910383701324) | > loss_disc_real_4: 0.22111424803733826 (0.25945138186216354) | > loss_disc_real_5: 0.24680234491825104 (0.2632899023592472) | > loss_0: 2.3561596870422363 (2.3991191387176514) | > loss_gen: 2.2453114986419678 (2.4305124282836914) | > loss_kl: 3.0285871028900146 (2.3500033020973206) | > loss_feat: 8.714119911193848 (7.174014449119568) | > loss_mel: 18.068143844604492 (18.721466541290283) | > loss_duration: 2.2581076622009277 (2.353147029876709) | > loss_1: 34.31427001953125 (33.02914333343506)  --> STEP: 5 | > loss_disc: 2.4947986602783203 (2.4182550430297853) | > loss_disc_real_0: 0.1321103870868683 (0.08407309502363206) | > loss_disc_real_1: 0.21501462161540985 (0.2208821028470993) | > loss_disc_real_2: 0.23948636651039124 (0.2508754372596741) | > loss_disc_real_3: 0.19915218651294708 (0.2338857203722) | > loss_disc_real_4: 0.27502310276031494 (0.26256572604179385) | > loss_disc_real_5: 0.2659340798854828 (0.26381873786449433) | > loss_0: 2.4947986602783203 (2.4182550430297853) | > loss_gen: 2.2943499088287354 (2.4032799243927) | > loss_kl: 1.845636248588562 (2.249129891395569) | > loss_feat: 6.6167826652526855 (7.062568092346192) | > loss_mel: 19.82985496520996 (18.943144226074217) | > loss_duration: 2.3199634552001953 (2.346510314941406) | > loss_1: 32.906585693359375 (33.00463180541992)  --> STEP: 6 | > loss_disc: 2.4250497817993164 (2.4193874994913735) | > loss_disc_real_0: 0.09202311933040619 (0.08539809907476108) | > loss_disc_real_1: 0.2182624340057373 (0.22044549137353897) | > loss_disc_real_2: 0.21806538105010986 (0.24540709455808005) | > loss_disc_real_3: 0.2564140260219574 (0.23764043798049292) | > loss_disc_real_4: 0.3496166169643402 (0.2770742078622182) | > loss_disc_real_5: 0.28493309020996094 (0.26733779658873874) | > loss_0: 2.4250497817993164 (2.4193874994913735) | > loss_gen: 2.681210517883301 (2.449601689974467) | > loss_kl: 3.1965579986572266 (2.4070345759391785) | > loss_feat: 6.385419845581055 (6.949710051218669) | > loss_mel: 21.61880111694336 (19.389087041219074) | > loss_duration: 2.1380414962768555 (2.311765511830648) | > loss_1: 36.0200309753418 (33.507198333740234)  --> STEP: 7 | > loss_disc: 2.387545347213745 (2.4148386205945696) | > loss_disc_real_0: 0.1573154479265213 (0.09567200605358396) | > loss_disc_real_1: 0.2353326678276062 (0.22257223086697714) | > loss_disc_real_2: 0.2407166212797165 (0.24473702694688523) | > loss_disc_real_3: 0.1843072474002838 (0.23002141075474875) | > loss_disc_real_4: 0.32438549399375916 (0.2838329630238669) | > loss_disc_real_5: 0.29849329590797424 (0.2717885822057724) | > loss_0: 2.387545347213745 (2.4148386205945696) | > loss_gen: 2.5371334552764893 (2.462106227874756) | > loss_kl: 2.6689631938934326 (2.4444529499326433) | > loss_feat: 7.309784889221191 (7.0011493137904575) | > loss_mel: 19.243026733398438 (19.368221282958984) | > loss_duration: 2.491819381713867 (2.3374874932425365) | > loss_1: 34.250728607177734 (33.613416944231304)  --> STEP: 8 | > loss_disc: 2.3873791694641113 (2.4114061892032623) | > loss_disc_real_0: 0.12595835328102112 (0.09945779945701361) | > loss_disc_real_1: 0.2196425199508667 (0.22220601700246334) | > loss_disc_real_2: 0.2012265920639038 (0.23929822258651257) | > loss_disc_real_3: 0.1504240483045578 (0.22007174044847488) | > loss_disc_real_4: 0.2072990983724594 (0.274266229942441) | > loss_disc_real_5: 0.29851439595222473 (0.27512930892407894) | > loss_0: 2.3873791694641113 (2.4114061892032623) | > loss_gen: 2.2617740631103516 (2.4370647072792053) | > loss_kl: 2.9456119537353516 (2.507097825407982) | > loss_feat: 9.932571411132812 (7.367577075958252) | > loss_mel: 19.47457504272461 (19.381515502929688) | > loss_duration: 2.2078311443328857 (2.32128044962883) | > loss_1: 36.822364807128906 (34.014535427093506)  --> STEP: 9 | > loss_disc: 2.1110639572143555 (2.378034830093384) | > loss_disc_real_0: 0.0921950712800026 (0.09865082965956794) | > loss_disc_real_1: 0.24866189062595367 (0.22514555851618448) | > loss_disc_real_2: 0.3141184449195862 (0.24761158062352073) | > loss_disc_real_3: 0.2598728835582733 (0.22449408968289694) | > loss_disc_real_4: 0.21892613172531128 (0.2681173301405377) | > loss_disc_real_5: 0.2242594063282013 (0.26947709752453697) | > loss_0: 2.1110639572143555 (2.378034830093384) | > loss_gen: 3.0539464950561523 (2.5056071281433105) | > loss_kl: 1.9396634101867676 (2.4440495570500693) | > loss_feat: 10.720189094543457 (7.740089522467719) | > loss_mel: 21.098405838012695 (19.57228109571669) | > loss_duration: 2.0863614082336426 (2.2951783339182534) | > loss_1: 38.89856719970703 (34.55720562405057)  --> STEP: 10 | > loss_disc: 2.716156482696533 (2.4118469953536987) | > loss_disc_real_0: 0.14803944528102875 (0.10358969122171402) | > loss_disc_real_1: 0.3049613833427429 (0.23312714099884033) | > loss_disc_real_2: 0.32964637875556946 (0.25581506043672564) | > loss_disc_real_3: 0.2556644678115845 (0.22761112749576567) | > loss_disc_real_4: 0.23144881427288055 (0.26445047855377196) | > loss_disc_real_5: 0.2130058854818344 (0.2638299763202667) | > loss_0: 2.716156482696533 (2.4118469953536987) | > loss_gen: 2.2966413497924805 (2.4847105503082276) | > loss_kl: 2.5686216354370117 (2.4565067648887635) | > loss_feat: 5.8926100730896 (7.555341577529907) | > loss_mel: 17.037256240844727 (19.318778610229494) | > loss_duration: 2.2691245079040527 (2.2925729513168336) | > loss_1: 30.064252853393555 (34.107910346984866)  --> STEP: 11 | > loss_disc: 2.4129927158355713 (2.4119511517611416) | > loss_disc_real_0: 0.14482712745666504 (0.10733854906125502) | > loss_disc_real_1: 0.1741519719362259 (0.2277657619931481) | > loss_disc_real_2: 0.256955087184906 (0.25591869923201477) | > loss_disc_real_3: 0.24644094705581665 (0.22932292927395215) | > loss_disc_real_4: 0.24676790833473206 (0.2628429721702229) | > loss_disc_real_5: 0.3414378762245178 (0.2708852399479259) | > loss_0: 2.4129927158355713 (2.4119511517611416) | > loss_gen: 2.4956250190734863 (2.485702774741433) | > loss_kl: 2.2365856170654297 (2.4365139332684604) | > loss_feat: 5.651864051818848 (7.382298166101629) | > loss_mel: 17.685359954833984 (19.170286005193535) | > loss_duration: 2.377742052078247 (2.300315596840598) | > loss_1: 30.44717788696289 (33.77511648698287)  --> STEP: 12 | > loss_disc: 2.5262093544006348 (2.421472668647766) | > loss_disc_real_0: 0.14176762104034424 (0.1102076383928458) | > loss_disc_real_1: 0.294868141412735 (0.23335762694478035) | > loss_disc_real_2: 0.3810335695743561 (0.2663449384272099) | > loss_disc_real_3: 0.2654183506965637 (0.23233088105916977) | > loss_disc_real_4: 0.25588634610176086 (0.2622632533311844) | > loss_disc_real_5: 0.24940544366836548 (0.2690952569246292) | > loss_0: 2.5262093544006348 (2.421472668647766) | > loss_gen: 2.6755223274230957 (2.5015210707982383) | > loss_kl: 1.973944902420044 (2.397966514031092) | > loss_feat: 6.959865093231201 (7.347095410029094) | > loss_mel: 18.262332916259766 (19.094623247782387) | > loss_duration: 2.1983253955841064 (2.291816413402557) | > loss_1: 32.06999206542969 (33.63302278518677)  --> STEP: 13 | > loss_disc: 2.2190680503845215 (2.4059030826275167) | > loss_disc_real_0: 0.09867676347494125 (0.10932064801454544) | > loss_disc_real_1: 0.18367992341518402 (0.2295362651348114) | > loss_disc_real_2: 0.2329639047384262 (0.2637771666049958) | > loss_disc_real_3: 0.25174590945243835 (0.2338243447817289) | > loss_disc_real_4: 0.1974191516637802 (0.2572752455106148) | > loss_disc_real_5: 0.2909998297691345 (0.27078022406651425) | > loss_0: 2.2190680503845215 (2.4059030826275167) | > loss_gen: 2.4532244205474854 (2.4978059438558726) | > loss_kl: 2.0458757877349854 (2.370882612008315) | > loss_feat: 7.774777889251709 (7.379994062276987) | > loss_mel: 18.257946014404297 (19.030263460599457) | > loss_duration: 2.1341347694396973 (2.2796870561746445) | > loss_1: 32.665958404541016 (33.558633217444786)  --> STEP: 14 | > loss_disc: 2.283818006515503 (2.397182720048087) | > loss_disc_real_0: 0.09176604449748993 (0.10806674776332718) | > loss_disc_real_1: 0.27738747000694275 (0.23295420833996364) | > loss_disc_real_2: 0.2237056940793991 (0.2609149185674532) | > loss_disc_real_3: 0.20601408183574677 (0.23183789742844446) | > loss_disc_real_4: 0.22554652392864227 (0.25500890825475964) | > loss_disc_real_5: 0.22358176112174988 (0.26740890528474537) | > loss_0: 2.283818006515503 (2.397182720048087) | > loss_gen: 2.4036951065063477 (2.4910837411880493) | > loss_kl: 3.0268242359161377 (2.417735585144588) | > loss_feat: 8.593042373657227 (7.466640370232718) | > loss_mel: 19.477041244506836 (19.062176159449987) | > loss_duration: 2.343820571899414 (2.2842680215835567) | > loss_1: 35.84442138671875 (33.721903800964355)  --> STEP: 15 | > loss_disc: 2.133615016937256 (2.379611539840698) | > loss_disc_real_0: 0.10187485069036484 (0.1076539546251297) | > loss_disc_real_1: 0.16494052112102509 (0.22841996252536773) | > loss_disc_real_2: 0.23828011751174927 (0.2594059318304062) | > loss_disc_real_3: 0.2654196321964264 (0.2340766797463099) | > loss_disc_real_4: 0.17202647030353546 (0.24947674572467804) | > loss_disc_real_5: 0.23912067711353302 (0.2655230234066645) | > loss_0: 2.133615016937256 (2.379611539840698) | > loss_gen: 2.7931606769561768 (2.5112222035725913) | > loss_kl: 2.7085940837860107 (2.437126151720683) | > loss_feat: 9.336142539978027 (7.591273848215739) | > loss_mel: 19.103164672851562 (19.064908727010092) | > loss_duration: 2.347336769104004 (2.2884726047515866) | > loss_1: 36.28839874267578 (33.89300346374512)  --> STEP: 16 | > loss_disc: 2.82792592048645 (2.4076311886310577) | > loss_disc_real_0: 0.18373620510101318 (0.11240909527987242) | > loss_disc_real_1: 0.2713134288787842 (0.23110080417245626) | > loss_disc_real_2: 0.31704631447792053 (0.26300845574587584) | > loss_disc_real_3: 0.315139502286911 (0.23914310615509748) | > loss_disc_real_4: 0.2674945890903473 (0.25060286093503237) | > loss_disc_real_5: 0.3102317750453949 (0.2683173203840852) | > loss_0: 2.82792592048645 (2.4076311886310577) | > loss_gen: 2.3647334575653076 (2.502066656947136) | > loss_kl: 2.0060129165649414 (2.410181574523449) | > loss_feat: 6.693984031677246 (7.535193234682083) | > loss_mel: 16.483673095703125 (18.903581500053406) | > loss_duration: 2.380793333053589 (2.2942426502704616) | > loss_1: 29.929195404052734 (33.64526546001434)  --> STEP: 17 | > loss_disc: 2.618499517440796 (2.420035207972807) | > loss_disc_real_0: 0.17620305716991425 (0.11616168127340429) | > loss_disc_real_1: 0.28141945600509644 (0.2340607248684939) | > loss_disc_real_2: 0.2634561359882355 (0.26303478987777934) | > loss_disc_real_3: 0.24633590877056122 (0.23956621219130123) | > loss_disc_real_4: 0.3285105526447296 (0.25518566632972045) | > loss_disc_real_5: 0.38054826855659485 (0.27491914086482105) | > loss_0: 2.618499517440796 (2.420035207972807) | > loss_gen: 2.5970757007598877 (2.507655424230239) | > loss_kl: 2.0906577110290527 (2.3913860531414257) | > loss_feat: 4.965956687927246 (7.3840616731082696) | > loss_mel: 16.18781852722168 (18.743830736945657) | > loss_duration: 2.4244158267974854 (2.3018998959485217) | > loss_1: 28.26592445373535 (33.328833636115576)  --> STEP: 18 | > loss_disc: 2.3466789722442627 (2.4159598615434437) | > loss_disc_real_0: 0.09360101073980331 (0.11490831068820423) | > loss_disc_real_1: 0.16940505802631378 (0.2304687433772617) | > loss_disc_real_2: 0.2246483713388443 (0.26090221107006073) | > loss_disc_real_3: 0.2726108729839325 (0.24140202667978075) | > loss_disc_real_4: 0.21948222815990448 (0.2532021419869529) | > loss_disc_real_5: 0.16372978687286377 (0.2687419545319345) | > loss_0: 2.3466789722442627 (2.4159598615434437) | > loss_gen: 2.470796585083008 (2.5056077109442816) | > loss_kl: 2.536886692047119 (2.3994694219695196) | > loss_feat: 9.15731143951416 (7.482575549019708) | > loss_mel: 18.460391998291016 (18.728084140353733) | > loss_duration: 2.2613582611083984 (2.2996475829018483) | > loss_1: 34.886749267578125 (33.41538450453017)  --> STEP: 19 | > loss_disc: 2.701866626739502 (2.4310075860274467) | > loss_disc_real_0: 0.10078413784503937 (0.11416493317014292) | > loss_disc_real_1: 0.2775105834007263 (0.23294462969428614) | > loss_disc_real_2: 0.3749796748161316 (0.2669062881093276) | > loss_disc_real_3: 0.29524293541908264 (0.24423575871869138) | > loss_disc_real_4: 0.25598835945129395 (0.2533487850113919) | > loss_disc_real_5: 0.28212836384773254 (0.26944650239066076) | > loss_0: 2.701866626739502 (2.4310075860274467) | > loss_gen: 2.4485912322998047 (2.5026068436472038) | > loss_kl: 1.55365788936615 (2.3549530255167106) | > loss_feat: 7.950801849365234 (7.507219038511577) | > loss_mel: 16.863691329956055 (18.62995820296438) | > loss_duration: 2.3037919998168945 (2.299865710107903) | > loss_1: 31.120532989501953 (33.29460284584447)  --> STEP: 20 | > loss_disc: 2.2529101371765137 (2.4221027135849) | > loss_disc_real_0: 0.12532468140125275 (0.11472292058169842) | > loss_disc_real_1: 0.20943130552768707 (0.2317689634859562) | > loss_disc_real_2: 0.24895676970481873 (0.26600881218910216) | > loss_disc_real_3: 0.2519981861114502 (0.2446238800883293) | > loss_disc_real_4: 0.22215451300144196 (0.2517890714108944) | > loss_disc_real_5: 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(2.375898996988932) | > loss_feat: 6.607049942016602 (7.436912332262311) | > loss_mel: 16.97059440612793 (18.6213135492234) | > loss_duration: 2.14066743850708 (2.292472623643421) | > loss_1: 30.73221206665039 (33.222120375860314)  --> STEP: 22 | > loss_disc: 2.161776065826416 (2.401600946079601) | > loss_disc_real_0: 0.03869691491127014 (0.11068241975524208) | > loss_disc_real_1: 0.12820501625537872 (0.2252744653008201) | > loss_disc_real_2: 0.2060379832983017 (0.26199068332260306) | > loss_disc_real_3: 0.21087417006492615 (0.24129035459323364) | > loss_disc_real_4: 0.23935668170452118 (0.24886796488003296) | > loss_disc_real_5: 0.2757430076599121 (0.26432073929093103) | > loss_0: 2.161776065826416 (2.401600946079601) | > loss_gen: 2.526906967163086 (2.496949304233898) | > loss_kl: 2.1090898513793945 (2.3637713085521352) | > loss_feat: 7.7399067878723145 (7.4506848075173115) | > loss_mel: 19.067163467407227 (18.64157945459539) | > loss_duration: 2.168577194213867 (2.2868410132148047) | > loss_1: 33.61164474487305 (33.23982602899726)  --> STEP: 23 | > loss_disc: 2.153927803039551 (2.3908325485561206) | > loss_disc_real_0: 0.11997334659099579 (0.11108637309592703) | > loss_disc_real_1: 0.14985880255699158 (0.22199552344239276) | > loss_disc_real_2: 0.22117693722248077 (0.2602161726225977) | > loss_disc_real_3: 0.28039151430130005 (0.24299040501532349) | > loss_disc_real_4: 0.23227237164974213 (0.2481464173482812) | > loss_disc_real_5: 0.20256124436855316 (0.26163554385952326) | > loss_0: 2.153927803039551 (2.3908325485561206) | > loss_gen: 2.7187764644622803 (2.506593963374262) | > loss_kl: 2.5507266521453857 (2.371899801751842) | > loss_feat: 8.859688758850098 (7.5119458488796065) | > loss_mel: 18.791580200195312 (18.64810122614321) | > loss_duration: 2.2746381759643555 (2.2863104550734805) | > loss_1: 35.195411682128906 (33.3248514921769)  --> STEP: 24 | > loss_disc: 2.3440282344818115 (2.3888823688030243) | > loss_disc_real_0: 0.07704620063304901 (0.10966803257664044) | > loss_disc_real_1: 0.25323590636253357 (0.2232972060640653) | > loss_disc_real_2: 0.2673604190349579 (0.2605138495564461) | > loss_disc_real_3: 0.22712589800357819 (0.24232938388983408) | > loss_disc_real_4: 0.25243672728538513 (0.2483251802623272) | > loss_disc_real_5: 0.25036174058914185 (0.26116580205659073) | > loss_0: 2.3440282344818115 (2.3888823688030243) | > loss_gen: 2.4380171298980713 (2.503736595312754) | > loss_kl: 2.398040771484375 (2.3729890088240304) | > loss_feat: 7.329204082489014 (7.504331608613332) | > loss_mel: 20.56087303161621 (18.72780005137125) | > loss_duration: 2.354280710220337 (2.289142549037933) | > loss_1: 35.08041763305664 (33.39800008138022)  --> STEP: 25 | > loss_disc: 2.7710065841674805 (2.4041673374176025) | > loss_disc_real_0: 0.1778935194015503 (0.11239705204963685) | > loss_disc_real_1: 0.2291100025177002 (0.22352971792221069) | > loss_disc_real_2: 0.3330472409725189 (0.263415185213089) | > loss_disc_real_3: 0.32840511202812195 (0.2457724130153656) | > loss_disc_real_4: 0.21571610867977142 (0.24702081739902496) | > loss_disc_real_5: 0.30125030875205994 (0.2627691823244095) | > loss_0: 2.7710065841674805 (2.4041673374176025) | > loss_gen: 2.2391905784606934 (2.493154754638672) | > loss_kl: 2.2484731674194336 (2.3680083751678467) | > loss_feat: 7.161259651184082 (7.490608730316162) | > loss_mel: 17.284404754638672 (18.670064239501947) | > loss_duration: 2.3196797370910645 (2.290364036560058) | > loss_1: 31.253007888793945 (33.31220039367677)  --> STEP: 26 | > loss_disc: 2.2363290786743164 (2.39771201977363) | > loss_disc_real_0: 0.09875614196062088 (0.11187240166159776) | > loss_disc_real_1: 0.2353324443101883 (0.2239836689371329) | > loss_disc_real_2: 0.18078850209712982 (0.26023723586247516) | > loss_disc_real_3: 0.15750622749328613 (0.24237755972605485) | > loss_disc_real_4: 0.1800120770931244 (0.24444355815649033) | > loss_disc_real_5: 0.2338758260011673 (0.26165789938890016) | > loss_0: 2.2363290786743164 (2.39771201977363) | > loss_gen: 2.4835309982299805 (2.4927846101614146) | > loss_kl: 2.4579060077667236 (2.3714659764216495) | > loss_feat: 13.10023307800293 (7.706363512919499) | > loss_mel: 20.794918060302734 (18.751789386455822) | > loss_duration: 2.280001640319824 (2.2899654828585105) | > loss_1: 41.11659240722656 (33.61236931727483) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023549428352942835 (-0.0001676266009990983) | > avg_loss_disc: 2.39771201977363 (+0.11933556428322367) | > avg_loss_disc_real_0: 0.11187240166159776 (-0.011569931243474676) | > avg_loss_disc_real_1: 0.2239836689371329 (+0.04150332166598392) | > avg_loss_disc_real_2: 0.26023723586247516 (+0.06238875050957385) | > avg_loss_disc_real_3: 0.24237755972605485 (+0.04736748008200756) | > avg_loss_disc_real_4: 0.24444355815649033 (+0.017509142366739422) | > avg_loss_disc_real_5: 0.26165789938890016 (+0.0788611451593729) | > avg_loss_0: 2.39771201977363 (+0.11933556428322367) | > avg_loss_gen: 2.4927846101614146 (+0.1549946619914131) | > avg_loss_kl: 2.3714659764216495 (-0.20071136492949293) | > avg_loss_feat: 7.706363512919499 (+0.22007342485281178) | > avg_loss_mel: 18.751789386455822 (+0.25062608718871715) | > avg_loss_duration: 2.2899654828585105 (+0.0011293246195855922) | > avg_loss_1: 33.61236931727483 (+0.42611254178562064)  > EPOCH: 271/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:51:48)   --> TIME: 2024-06-11 02:51:55 -- STEP: 19/330 -- GLOBAL_STEP: 177450 | > loss_disc: 2.261927366256714 (2.338893827639128) | > loss_disc_real_0: 0.0868331640958786 (0.10649381342687105) | > loss_disc_real_1: 0.16336451470851898 (0.19995363997785667) | > loss_disc_real_2: 0.21475602686405182 (0.21447258952416873) | > loss_disc_real_3: 0.2164127230644226 (0.22952336151348918) | > loss_disc_real_4: 0.21281461417675018 (0.22490093268846212) | > loss_disc_real_5: 0.2030121088027954 (0.22514772807296954) | > loss_0: 2.261927366256714 (2.338893827639128) | > grad_norm_0: tensor(9.2110, device='cuda:0') (tensor(10.8933, device='cuda:0')) | > loss_gen: 2.5801937580108643 (2.5065616306505705) | > loss_kl: 2.029782772064209 (1.792814618662784) | > loss_feat: 7.857787609100342 (7.127791756077817) | > loss_mel: 19.074506759643555 (18.981522108379163) | > loss_duration: 2.0210680961608887 (2.1477497878827547) | > loss_1: 33.56333923339844 (32.55643934952585) | > grad_norm_1: tensor(60.0190, device='cuda:0') (tensor(126.8648, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3352 (0.339879500238519) | > loader_time: 0.0036 (0.0031959132144325658)  --> TIME: 2024-06-11 02:52:04 -- STEP: 44/330 -- GLOBAL_STEP: 177475 | > loss_disc: 2.3687448501586914 (2.322585561058738) | > loss_disc_real_0: 0.13648056983947754 (0.11041469651867043) | > loss_disc_real_1: 0.21199281513690948 (0.19770357249812645) | > loss_disc_real_2: 0.2475387006998062 (0.21194801852107048) | > loss_disc_real_3: 0.21978150308132172 (0.2263188287615776) | > loss_disc_real_4: 0.2192384898662567 (0.22446499934250658) | > loss_disc_real_5: 0.2276722937822342 (0.22212022204290738) | > loss_0: 2.3687448501586914 (2.322585561058738) | > grad_norm_0: tensor(5.7687, device='cuda:0') (tensor(10.5628, device='cuda:0')) | > loss_gen: 2.5341358184814453 (2.533166668631814) | > loss_kl: 1.7646759748458862 (1.7779015004634857) | > loss_feat: 7.4781880378723145 (7.252107555216009) | > loss_mel: 18.676782608032227 (18.836621197787206) | > loss_duration: 1.9987711906433105 (2.080624810673974) | > loss_1: 32.452552795410156 (32.48042149977251) | > grad_norm_1: tensor(102.1855, device='cuda:0') (tensor(132.5184, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3542 (0.3441796248609369) | > loader_time: 0.0034 (0.003278017044067383)  --> TIME: 2024-06-11 02:52:13 -- STEP: 69/330 -- GLOBAL_STEP: 177500 | > loss_disc: 2.265198230743408 (2.3119578534278316) | > loss_disc_real_0: 0.11122104525566101 (0.11057299181171086) | > loss_disc_real_1: 0.15462453663349152 (0.19631700239319733) | > loss_disc_real_2: 0.2651262879371643 (0.21338634970395462) | > loss_disc_real_3: 0.2238907665014267 (0.22542390270509582) | > loss_disc_real_4: 0.24485020339488983 (0.22202420105104861) | > loss_disc_real_5: 0.2544192969799042 (0.2192660064800926) | > loss_0: 2.265198230743408 (2.3119578534278316) | > grad_norm_0: tensor(17.2821, device='cuda:0') (tensor(14.1688, device='cuda:0')) | > loss_gen: 2.7713141441345215 (2.538470109303793) | > loss_kl: 1.884941816329956 (1.7850399362868157) | > loss_feat: 7.460366249084473 (7.315403185028961) | > loss_mel: 17.909502029418945 (18.835137242856234) | > loss_duration: 1.9788169860839844 (2.0600879866143926) | > loss_1: 32.00494384765625 (32.534138306327485) | > grad_norm_1: tensor(467.8567, device='cuda:0') (tensor(173.4706, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3586 (0.3475713557091312) | > loader_time: 0.004 (0.0034434968146724977) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_177500.pth  --> TIME: 2024-06-11 02:52:28 -- STEP: 94/330 -- GLOBAL_STEP: 177525 | > loss_disc: 2.3478169441223145 (2.308011214783851) | > loss_disc_real_0: 0.14541339874267578 (0.11042152979272477) | > loss_disc_real_1: 0.18310700356960297 (0.19813647327270914) | > loss_disc_real_2: 0.26974377036094666 (0.2137177881408245) | > loss_disc_real_3: 0.253221720457077 (0.22454229108196624) | > loss_disc_real_4: 0.24034638702869415 (0.2212578536982232) | > loss_disc_real_5: 0.20347924530506134 (0.21682001682038002) | > loss_0: 2.3478169441223145 (2.308011214783851) | > grad_norm_0: tensor(23.3200, device='cuda:0') (tensor(15.1154, device='cuda:0')) | > loss_gen: 2.651520013809204 (2.547137694155916) | > loss_kl: 1.727118730545044 (1.8036393371034176) | > loss_feat: 7.35651159286499 (7.338038079282071) | > loss_mel: 18.985515594482422 (18.784094607576417) | > loss_duration: 2.0752220153808594 (2.0522181670716457) | > loss_1: 32.7958869934082 (32.525127877580346) | > grad_norm_1: tensor(193.7817, device='cuda:0') (tensor(194.6449, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3545 (0.3554506225788847) | > loader_time: 0.0038 (0.003670930862426758)  --> TIME: 2024-06-11 02:52:38 -- STEP: 119/330 -- GLOBAL_STEP: 177550 | > loss_disc: 2.1372039318084717 (2.305017511383825) | > loss_disc_real_0: 0.0692863017320633 (0.11089222627778013) | > loss_disc_real_1: 0.16086846590042114 (0.1967560001531569) | > loss_disc_real_2: 0.17964661121368408 (0.21369039611656124) | > loss_disc_real_3: 0.2066693753004074 (0.22503259302187367) | > loss_disc_real_4: 0.19836781919002533 (0.22041303069651627) | > loss_disc_real_5: 0.17734815180301666 (0.21629409304186076) | > loss_0: 2.1372039318084717 (2.305017511383825) | > grad_norm_0: tensor(12.7914, device='cuda:0') (tensor(17.6301, device='cuda:0')) | > loss_gen: 2.8559064865112305 (2.556972673961094) | > loss_kl: 1.74123215675354 (1.8062827126318668) | > loss_feat: 7.966048240661621 (7.34646957862277) | > loss_mel: 19.306163787841797 (18.782629221427346) | > loss_duration: 2.037790298461914 (2.049547496963949) | > loss_1: 33.907142639160156 (32.54190169262285) | > grad_norm_1: tensor(179.9590, device='cuda:0') (tensor(213.5679, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3724 (0.3591847680196041) | > loader_time: 0.0039 (0.003824298121348149)  --> TIME: 2024-06-11 02:52:47 -- STEP: 144/330 -- GLOBAL_STEP: 177575 | > loss_disc: 2.147956609725952 (2.311245577202902) | > loss_disc_real_0: 0.08982370048761368 (0.11070062701279919) | > loss_disc_real_1: 0.2180432379245758 (0.19768523704260582) | > loss_disc_real_2: 0.22009728848934174 (0.21469377964321112) | > loss_disc_real_3: 0.22839084267616272 (0.22534040113290152) | > loss_disc_real_4: 0.1785191148519516 (0.22211117597503793) | > loss_disc_real_5: 0.18617881834506989 (0.21694949424515167) | > loss_0: 2.147956609725952 (2.311245577202902) | > grad_norm_0: tensor(27.7956, device='cuda:0') (tensor(18.8437, device='cuda:0')) | > loss_gen: 2.6684465408325195 (2.5645938929584293) | > loss_kl: 1.8048956394195557 (1.8060762965016894) | > loss_feat: 8.669189453125 (7.34940649734603) | > loss_mel: 18.862001419067383 (18.792026162147522) | > loss_duration: 2.039348840713501 (2.0519493876232033) | > loss_1: 34.043880462646484 (32.56405219766829) | > grad_norm_1: tensor(525.6024, device='cuda:0') (tensor(228.8037, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.386 (0.3613927265008291) | > loader_time: 0.0041 (0.003939540849791633)  --> TIME: 2024-06-11 02:52:57 -- STEP: 169/330 -- GLOBAL_STEP: 177600 | > loss_disc: 2.1599671840667725 (2.3090179587256974) | > loss_disc_real_0: 0.08150289952754974 (0.10967641004179357) | > loss_disc_real_1: 0.19469524919986725 (0.19776273320412494) | > loss_disc_real_2: 0.1745937317609787 (0.2144684161131199) | > loss_disc_real_3: 0.20025674998760223 (0.2253263082200959) | > loss_disc_real_4: 0.18535149097442627 (0.2228533222654162) | > loss_disc_real_5: 0.21280448138713837 (0.2167066507614576) | > loss_0: 2.1599671840667725 (2.3090179587256974) | > grad_norm_0: tensor(23.3435, device='cuda:0') (tensor(19.5255, device='cuda:0')) | > loss_gen: 2.9012136459350586 (2.575860295775375) | > loss_kl: 1.7509158849716187 (1.8133019088993412) | > loss_feat: 8.075791358947754 (7.377596826948357) | > loss_mel: 18.664981842041016 (18.784992184159325) | > loss_duration: 2.0754213333129883 (2.0552178409678006) | > loss_1: 33.46832275390625 (32.606968975631446) | > grad_norm_1: tensor(474.5493, device='cuda:0') (tensor(236.9982, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3734 (0.363242887180938) | > loader_time: 0.0047 (0.0040190812398696076)  --> TIME: 2024-06-11 02:53:07 -- STEP: 194/330 -- GLOBAL_STEP: 177625 | > loss_disc: 2.2478187084198 (2.3086114286147454) | > loss_disc_real_0: 0.11841527372598648 (0.11068330250065966) | > loss_disc_real_1: 0.22945737838745117 (0.19837715392260208) | > loss_disc_real_2: 0.1929846853017807 (0.21411582305259316) | > loss_disc_real_3: 0.2410423308610916 (0.22554594155439397) | > loss_disc_real_4: 0.2573052644729614 (0.22222645258166127) | > loss_disc_real_5: 0.22817860543727875 (0.21684889287985476) | > loss_0: 2.2478187084198 (2.3086114286147454) | > grad_norm_0: tensor(9.4307, device='cuda:0') (tensor(22.2422, device='cuda:0')) | > loss_gen: 2.772352933883667 (2.5811517349223507) | > loss_kl: 1.8715221881866455 (1.812179460353458) | > loss_feat: 7.172581672668457 (7.39120612439421) | > loss_mel: 18.31511878967285 (18.758900524414706) | > loss_duration: 2.0859084129333496 (2.061161562954029) | > loss_1: 32.21748352050781 (32.60459926447918) | > grad_norm_1: tensor(335.8595, device='cuda:0') (tensor(253.9703, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.3855 (0.36620789704863566) | > loader_time: 0.0051 (0.00410573875781187)  --> TIME: 2024-06-11 02:53:17 -- STEP: 219/330 -- GLOBAL_STEP: 177650 | > loss_disc: 2.3035380840301514 (2.3108695642044563) | > loss_disc_real_0: 0.10354264825582504 (0.11149523915833534) | > loss_disc_real_1: 0.17750266194343567 (0.19921704072113997) | > loss_disc_real_2: 0.2222970575094223 (0.2143600190475107) | > loss_disc_real_3: 0.22239969670772552 (0.22545505066712698) | > loss_disc_real_4: 0.23407211899757385 (0.2222971729764111) | > loss_disc_real_5: 0.20387308299541473 (0.21595969238237703) | > loss_0: 2.3035380840301514 (2.3108695642044563) | > grad_norm_0: tensor(8.8812, device='cuda:0') (tensor(23.4927, device='cuda:0')) | > loss_gen: 2.4213037490844727 (2.5764864481747427) | > loss_kl: 1.9074512720108032 (1.818438788527223) | > loss_feat: 7.886728763580322 (7.392563939638878) | > loss_mel: 18.889453887939453 (18.728768248536287) | > loss_duration: 2.136981725692749 (2.0677446279351592) | > loss_1: 33.241920471191406 (32.584001924349295) | > grad_norm_1: tensor(225.3847, device='cuda:0') (tensor(267.1666, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.4 (0.3697930634293927) | > loader_time: 0.0049 (0.004232416414234736)  --> TIME: 2024-06-11 02:53:28 -- STEP: 244/330 -- GLOBAL_STEP: 177675 | > loss_disc: 2.313629150390625 (2.306695672332264) | > loss_disc_real_0: 0.10225529968738556 (0.11141775188143135) | > loss_disc_real_1: 0.23727627098560333 (0.19889620257938495) | > loss_disc_real_2: 0.21399760246276855 (0.21376084737846113) | > loss_disc_real_3: 0.19776636362075806 (0.22553473448411362) | > loss_disc_real_4: 0.1908610761165619 (0.22210952737292305) | > loss_disc_real_5: 0.20320217311382294 (0.21593891719325645) | > loss_0: 2.313629150390625 (2.306695672332264) | > grad_norm_0: tensor(17.1991, device='cuda:0') (tensor(25.0575, device='cuda:0')) | > loss_gen: 2.724147081375122 (2.5793813594052053) | > loss_kl: 1.9201329946517944 (1.8215556599077631) | > loss_feat: 7.670538902282715 (7.3911797316347965) | > loss_mel: 18.021108627319336 (18.685857765010162) | > loss_duration: 2.0812888145446777 (2.075513169902273) | > loss_1: 32.41721725463867 (32.55348758228488) | > grad_norm_1: tensor(590.4408, device='cuda:0') (tensor(277.6616, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.4379 (0.37478950570841313) | > loader_time: 0.0054 (0.004381715274247968)  --> TIME: 2024-06-11 02:53:39 -- STEP: 269/330 -- GLOBAL_STEP: 177700 | > loss_disc: 2.233802318572998 (2.306824547650646) | > loss_disc_real_0: 0.0613894909620285 (0.11154834085514555) | > loss_disc_real_1: 0.260753870010376 (0.19933073577162944) | > loss_disc_real_2: 0.24062539637088776 (0.21379270867122596) | > loss_disc_real_3: 0.2277618795633316 (0.22570862014497522) | > loss_disc_real_4: 0.21174924075603485 (0.22207238771658408) | > loss_disc_real_5: 0.22442883253097534 (0.21579315665707718) | > loss_0: 2.233802318572998 (2.306824547650646) | > grad_norm_0: tensor(16.8055, device='cuda:0') (tensor(26.4203, device='cuda:0')) | > loss_gen: 2.680999755859375 (2.57937206122955) | > loss_kl: 1.8513708114624023 (1.8250313252764563) | > loss_feat: 7.571920871734619 (7.4100457762253775) | > loss_mel: 18.40961265563965 (18.64851197168288) | > loss_duration: 2.178377151489258 (2.0827674373818184) | > loss_1: 32.692283630371094 (32.54572852748032) | > grad_norm_1: tensor(345.4027, device='cuda:0') (tensor(289.9728, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.4283 (0.37989786389148816) | > loader_time: 0.006 (0.0045033981365785285)  --> TIME: 2024-06-11 02:53:50 -- STEP: 294/330 -- GLOBAL_STEP: 177725 | > loss_disc: 2.531738758087158 (2.3082703254660784) | > loss_disc_real_0: 0.22052893042564392 (0.1129078037504639) | > loss_disc_real_1: 0.24224242568016052 (0.19928850476839102) | > loss_disc_real_2: 0.22824861109256744 (0.2139313189046724) | > loss_disc_real_3: 0.2312595099210739 (0.2256922146596876) | > loss_disc_real_4: 0.253548264503479 (0.22199365425677525) | > loss_disc_real_5: 0.23305074870586395 (0.21569238187504472) | > loss_0: 2.531738758087158 (2.3082703254660784) | > grad_norm_0: tensor(129.4173, device='cuda:0') (tensor(28.8872, device='cuda:0')) | > loss_gen: 2.4738147258758545 (2.5844671288315126) | > loss_kl: 1.896938681602478 (1.8276275144953307) | > loss_feat: 7.817854404449463 (7.425046130913455) | > loss_mel: 18.29338264465332 (18.591327881326496) | > loss_duration: 2.227151393890381 (2.0919855285664024) | > loss_1: 32.70914077758789 (32.520454153722625) | > grad_norm_1: tensor(445.2134, device='cuda:0') (tensor(303.6061, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.4802 (0.3861533719666151) | > loader_time: 0.007 (0.004684612864539737)  --> TIME: 2024-06-11 02:54:03 -- STEP: 319/330 -- GLOBAL_STEP: 177750 | > loss_disc: 2.4497551918029785 (2.311984962056798) | > loss_disc_real_0: 0.12099114060401917 (0.11420421628135499) | > loss_disc_real_1: 0.24438077211380005 (0.1993680494986357) | > loss_disc_real_2: 0.20932914316654205 (0.213914933903464) | > loss_disc_real_3: 0.25088760256767273 (0.22599397071850338) | > loss_disc_real_4: 0.24831309914588928 (0.22228613500497932) | > loss_disc_real_5: 0.24084818363189697 (0.2159138174733399) | > loss_0: 2.4497551918029785 (2.311984962056798) | > grad_norm_0: tensor(16.1008, device='cuda:0') (tensor(29.7815, device='cuda:0')) | > loss_gen: 2.594869375228882 (2.578995758463223) | > loss_kl: 2.0002806186676025 (1.8341013331398321) | > loss_feat: 7.864063739776611 (7.435204468550727) | > loss_mel: 17.95686149597168 (18.538081052535016) | > loss_duration: 2.2739319801330566 (2.104779051015372) | > loss_1: 32.690006256103516 (32.491161645393) | > grad_norm_1: tensor(169.7136, device='cuda:0') (tensor(309.0300, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.5583 (0.3965229300495975) | > loader_time: 0.0087 (0.0049340448409412345)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.255769729614258 (2.255769729614258) | > loss_disc_real_0: 0.06437879800796509 (0.06437879800796509) | > loss_disc_real_1: 0.21280547976493835 (0.21280547976493835) | > loss_disc_real_2: 0.28245893120765686 (0.28245893120765686) | > loss_disc_real_3: 0.2352115660905838 (0.2352115660905838) | > loss_disc_real_4: 0.26739975810050964 (0.26739975810050964) | > loss_disc_real_5: 0.226531520485878 (0.226531520485878) | > loss_0: 2.255769729614258 (2.255769729614258) | > loss_gen: 2.5930607318878174 (2.5930607318878174) | > loss_kl: 1.9328980445861816 (1.9328980445861816) | > loss_feat: 6.396052837371826 (6.396052837371826) | > loss_mel: 17.46265983581543 (17.46265983581543) | > loss_duration: 2.9392178058624268 (2.9392178058624268) | > loss_1: 31.323890686035156 (31.323890686035156)  --> STEP: 1 | > loss_disc: 2.5151755809783936 (2.5151755809783936) | > loss_disc_real_0: 0.07744225859642029 (0.07744225859642029) | > loss_disc_real_1: 0.2196662425994873 (0.2196662425994873) | > loss_disc_real_2: 0.250369131565094 (0.250369131565094) | > loss_disc_real_3: 0.2981044352054596 (0.2981044352054596) | > loss_disc_real_4: 0.3527558147907257 (0.3527558147907257) | > loss_disc_real_5: 0.3328944146633148 (0.3328944146633148) | > loss_0: 2.5151755809783936 (2.5151755809783936) | > loss_gen: 2.4975149631500244 (2.4975149631500244) | > loss_kl: 2.6266982555389404 (2.6266982555389404) | > loss_feat: 6.309306621551514 (6.309306621551514) | > loss_mel: 19.226835250854492 (19.226835250854492) | > loss_duration: 2.398545742034912 (2.398545742034912) | > loss_1: 33.05889892578125 (33.05889892578125)  --> STEP: 2 | > loss_disc: 2.5722203254699707 (2.543697953224182) | > loss_disc_real_0: 0.05392453819513321 (0.06568339839577675) | > loss_disc_real_1: 0.2035948932170868 (0.21163056790828705) | > loss_disc_real_2: 0.3773767948150635 (0.31387296319007874) | > loss_disc_real_3: 0.27337291836738586 (0.28573867678642273) | > loss_disc_real_4: 0.32958683371543884 (0.3411713242530823) | > loss_disc_real_5: 0.29115572571754456 (0.3120250701904297) | > loss_0: 2.5722203254699707 (2.543697953224182) | > loss_gen: 2.440213203430176 (2.4688640832901) | > loss_kl: 3.0613901615142822 (2.8440442085266113) | > loss_feat: 5.522955894470215 (5.916131258010864) | > loss_mel: 20.477825164794922 (19.852330207824707) | > loss_duration: 2.464998483657837 (2.4317721128463745) | > loss_1: 33.967384338378906 (33.51314163208008)  --> STEP: 3 | > loss_disc: 2.4756357669830322 (2.5210105578104653) | > loss_disc_real_0: 0.14864253997802734 (0.09333644558986028) | > loss_disc_real_1: 0.13109450042247772 (0.18478521207968393) | > loss_disc_real_2: 0.26461198925971985 (0.2974526385466258) | > loss_disc_real_3: 0.2889006435871124 (0.28679266571998596) | > loss_disc_real_4: 0.3274499475955963 (0.3365975320339203) | > loss_disc_real_5: 0.2885880172252655 (0.3042127192020416) | > loss_0: 2.4756357669830322 (2.5210105578104653) | > loss_gen: 2.436946392059326 (2.4582248528798423) | > loss_kl: 2.8971455097198486 (2.8617446422576904) | > loss_feat: 6.619048118591309 (6.150436878204346) | > loss_mel: 17.973661422729492 (19.226107279459637) | > loss_duration: 2.1842517852783203 (2.3492653369903564) | > loss_1: 32.111053466796875 (33.04577891031901)  --> STEP: 4 | > loss_disc: 2.181231737136841 (2.4360658526420593) | > loss_disc_real_0: 0.0938088446855545 (0.09345454536378384) | > loss_disc_real_1: 0.17107218503952026 (0.18135695531964302) | > loss_disc_real_2: 0.23657453060150146 (0.2822331115603447) | > loss_disc_real_3: 0.28345975279808044 (0.2859594374895096) | > loss_disc_real_4: 0.3315895199775696 (0.3353455290198326) | > loss_disc_real_5: 0.2561565637588501 (0.29219868034124374) | > loss_0: 2.181231737136841 (2.4360658526420593) | > loss_gen: 2.8208210468292236 (2.5488739013671875) | > loss_kl: 3.188436985015869 (2.943417727947235) | > loss_feat: 6.737391948699951 (6.297175645828247) | > loss_mel: 18.720703125 (19.099756240844727) | > loss_duration: 2.293865919113159 (2.335415482521057) | > loss_1: 33.7612190246582 (33.22463893890381)  --> STEP: 5 | > loss_disc: 2.3474838733673096 (2.4183494567871096) | > loss_disc_real_0: 0.11199095100164413 (0.0971618264913559) | > loss_disc_real_1: 0.24845056235790253 (0.19477567672729493) | > loss_disc_real_2: 0.2552178204059601 (0.27683005332946775) | > loss_disc_real_3: 0.2778882384300232 (0.2843451976776123) | > loss_disc_real_4: 0.28561675548553467 (0.325399774312973) | > loss_disc_real_5: 0.22645117342472076 (0.2790491789579391) | > loss_0: 2.3474838733673096 (2.4183494567871096) | > loss_gen: 2.5477283000946045 (2.548644781112671) | > loss_kl: 2.846895217895508 (2.92411322593689) | > loss_feat: 5.969786167144775 (6.231697750091553) | > loss_mel: 19.58177375793457 (19.196159744262694) | > loss_duration: 2.3812012672424316 (2.344572639465332) | > loss_1: 33.32738494873047 (33.24518814086914)  --> STEP: 6 | > loss_disc: 2.236809730529785 (2.388092835744222) | > loss_disc_real_0: 0.09818587452173233 (0.0973325011630853) | > loss_disc_real_1: 0.1945134997367859 (0.19473198056221008) | > loss_disc_real_2: 0.2606785297393799 (0.2741381327311198) | > loss_disc_real_3: 0.2575054466724396 (0.27987190584341687) | > loss_disc_real_4: 0.3161381483078003 (0.3238561699787776) | > loss_disc_real_5: 0.1954507976770401 (0.2651161154111226) | > loss_0: 2.236809730529785 (2.388092835744222) | > loss_gen: 2.629929542541504 (2.5621922413508096) | > loss_kl: 2.021387815475464 (2.7736589908599854) | > loss_feat: 6.31765079498291 (6.246023257573445) | > loss_mel: 16.738801956176758 (18.78660011291504) | > loss_duration: 2.1966869831085205 (2.3199250300725303) | > loss_1: 29.90445899963379 (32.688399950663246)  --> STEP: 7 | > loss_disc: 2.3814001083374023 (2.3871367318289622) | > loss_disc_real_0: 0.11028025299310684 (0.09918217999594552) | > loss_disc_real_1: 0.17973200976848602 (0.19258912759167807) | > loss_disc_real_2: 0.18539687991142273 (0.2614608108997345) | > loss_disc_real_3: 0.25631439685821533 (0.2765065474169595) | > loss_disc_real_4: 0.34242942929267883 (0.3265094927379063) | > loss_disc_real_5: 0.31577765941619873 (0.2723534788404192) | > loss_0: 2.3814001083374023 (2.3871367318289622) | > loss_gen: 2.503089189529419 (2.5537489482334683) | > loss_kl: 3.5225613117218018 (2.8806450366973877) | > loss_feat: 5.158520698547363 (6.090665749141148) | > loss_mel: 17.848241806030273 (18.652548926217214) | > loss_duration: 2.483827829360962 (2.3433397156851634) | > loss_1: 31.5162410736084 (32.520948682512554)  --> STEP: 8 | > loss_disc: 2.130720376968384 (2.3550846874713898) | > loss_disc_real_0: 0.13557970523834229 (0.10373187065124512) | > loss_disc_real_1: 0.16762061417102814 (0.18946806341409683) | > loss_disc_real_2: 0.20469658076763153 (0.2543652821332216) | > loss_disc_real_3: 0.26316311955451965 (0.2748386189341545) | > loss_disc_real_4: 0.22017093002796173 (0.31321717239916325) | > loss_disc_real_5: 0.2776428759098053 (0.2730146534740925) | > loss_0: 2.130720376968384 (2.3550846874713898) | > loss_gen: 2.926823377609253 (2.6003832519054413) | > loss_kl: 2.4580512046813965 (2.827820807695389) | > loss_feat: 9.692463874816895 (6.5408905148506165) | > loss_mel: 16.36370849609375 (18.366443872451782) | > loss_duration: 2.149397850036621 (2.3190969824790955) | > loss_1: 33.5904426574707 (32.654635429382324)  --> STEP: 9 | > loss_disc: 2.3570141792297363 (2.3552990754445395) | > loss_disc_real_0: 0.25833845138549805 (0.12091037962171766) | > loss_disc_real_1: 0.14371944963932037 (0.18438488410578835) | > loss_disc_real_2: 0.321124792098999 (0.26178300546275246) | > loss_disc_real_3: 0.20234544575214386 (0.26678382191393113) | > loss_disc_real_4: 0.2539511024951935 (0.30663205352094436) | > loss_disc_real_5: 0.22300997376441956 (0.2674585779507955) | > loss_0: 2.3570141792297363 (2.3552990754445395) | > loss_gen: 2.87031626701355 (2.6303758091396756) | > loss_kl: 2.1844401359558105 (2.756334066390991) | > loss_feat: 12.625115394592285 (7.21691550148858) | > loss_mel: 21.26538848876953 (18.68854882982042) | > loss_duration: 2.0828869342803955 (2.2928514215681286) | > loss_1: 41.02814483642578 (33.58502536349826)  --> STEP: 10 | > loss_disc: 2.216273784637451 (2.3413965463638307) | > loss_disc_real_0: 0.16356512904167175 (0.12517585456371308) | > loss_disc_real_1: 0.18260303139686584 (0.1842066988348961) | > loss_disc_real_2: 0.34024032950401306 (0.2696287378668785) | > loss_disc_real_3: 0.2202814519405365 (0.26213358491659167) | > loss_disc_real_4: 0.30811965465545654 (0.3067808136343956) | > loss_disc_real_5: 0.194143146276474 (0.26012703478336335) | > loss_0: 2.216273784637451 (2.3413965463638307) | > loss_gen: 3.1001763343811035 (2.6773558616638184) | > loss_kl: 2.4015328884124756 (2.7208539485931396) | > loss_feat: 7.852970123291016 (7.280520963668823) | > loss_mel: 17.469999313354492 (18.56669387817383) | > loss_duration: 2.2870311737060547 (2.292269396781921) | > loss_1: 33.11170959472656 (33.53769378662109)  --> STEP: 11 | > loss_disc: 2.5864622592926025 (2.3636752475391734) | > loss_disc_real_0: 0.1328316628932953 (0.12587183713912964) | > loss_disc_real_1: 0.22380226850509644 (0.18780629607764157) | > loss_disc_real_2: 0.27587711811065674 (0.2701967724344947) | > loss_disc_real_3: 0.32071441411972046 (0.2674591148441488) | > loss_disc_real_4: 0.36334919929504395 (0.311923394149) | > loss_disc_real_5: 0.3354412913322449 (0.2669737853787162) | > loss_0: 2.5864622592926025 (2.3636752475391734) | > loss_gen: 2.582318067550659 (2.668716062198986) | > loss_kl: 2.9415602684020996 (2.7409181594848633) | > loss_feat: 6.067194938659668 (7.1702185977589) | > loss_mel: 16.470415115356445 (18.376123081554066) | > loss_duration: 2.4172821044921875 (2.303634188391946) | > loss_1: 30.478769302368164 (33.2596097425981)  --> STEP: 12 | > loss_disc: 2.330467462539673 (2.3609079321225486) | > loss_disc_real_0: 0.06972937285900116 (0.12119329844911893) | > loss_disc_real_1: 0.1246548667550087 (0.18254367696742216) | > loss_disc_real_2: 0.31688863039016724 (0.2740877605974674) | > loss_disc_real_3: 0.26384687423706055 (0.2671580947935581) | > loss_disc_real_4: 0.28005027770996094 (0.3092673011124134) | > loss_disc_real_5: 0.2987213730812073 (0.2696194176872571) | > loss_0: 2.330467462539673 (2.3609079321225486) | > loss_gen: 2.529789924621582 (2.6571388840675354) | > loss_kl: 2.437073230743408 (2.7155977487564087) | > loss_feat: 6.156058311462402 (7.085705240567525) | > loss_mel: 18.30459213256836 (18.37016216913859) | > loss_duration: 2.265058994293213 (2.300419588883718) | > loss_1: 31.69257164001465 (33.12902323404948)  --> STEP: 13 | > loss_disc: 2.3508965969085693 (2.3601378294137807) | > loss_disc_real_0: 0.19449998438358307 (0.12683227429023156) | > loss_disc_real_1: 0.19478727877140045 (0.18348549249080512) | > loss_disc_real_2: 0.2537022531032562 (0.27251964463637424) | > loss_disc_real_3: 0.2106502503156662 (0.262811337526028) | > loss_disc_real_4: 0.2413364201784134 (0.30404184873287493) | > loss_disc_real_5: 0.20287033915519714 (0.26448487318479097) | > loss_0: 2.3508965969085693 (2.3601378294137807) | > loss_gen: 2.5723321437835693 (2.6506152886610765) | > loss_kl: 2.2975499629974365 (2.683440226774949) | > loss_feat: 6.359654903411865 (7.029855214632475) | > loss_mel: 17.564489364624023 (18.308187338022087) | > loss_duration: 2.136622428894043 (2.2878198073460507) | > loss_1: 30.930648803710938 (32.959917508638824)  --> STEP: 14 | > loss_disc: 2.1419031620025635 (2.3445496388844083) | > loss_disc_real_0: 0.05042600259184837 (0.12137468345463276) | > loss_disc_real_1: 0.119900181889534 (0.17894368459071433) | > loss_disc_real_2: 0.26674211025238037 (0.2721069636089461) | > loss_disc_real_3: 0.3038046360015869 (0.2657394302742822) | > loss_disc_real_4: 0.29335078597068787 (0.3032782013927187) | > loss_disc_real_5: 0.23313799500465393 (0.26224581045763834) | > loss_0: 2.1419031620025635 (2.3445496388844083) | > loss_gen: 2.972487688064575 (2.673606174332755) | > loss_kl: 3.1491761207580566 (2.716707076345171) | > loss_feat: 9.399632453918457 (7.199125017438616) | > loss_mel: 20.577192306518555 (18.47025912148612) | > loss_duration: 2.3166637420654297 (2.289880088397435) | > loss_1: 38.41515350341797 (33.349577222551616)  --> STEP: 15 | > loss_disc: 2.5247650146484375 (2.356563997268677) | > loss_disc_real_0: 0.1361558735370636 (0.12236009612679481) | > loss_disc_real_1: 0.25194281339645386 (0.18381029317776362) | > loss_disc_real_2: 0.31466153264045715 (0.2749439348777135) | > loss_disc_real_3: 0.3421923816204071 (0.2708362936973572) | > loss_disc_real_4: 0.3204054534435272 (0.304420018196106) | > loss_disc_real_5: 0.24732568860054016 (0.2612511356671651) | > loss_0: 2.5247650146484375 (2.356563997268677) | > loss_gen: 2.701939105987549 (2.6754950364430745) | > loss_kl: 2.8338236808776855 (2.724514849980672) | > loss_feat: 6.049238204956055 (7.122465896606445) | > loss_mel: 17.34673500061035 (18.395357513427733) | > loss_duration: 2.276987075805664 (2.28902055422465) | > loss_1: 31.208723068237305 (33.206853612264)  --> STEP: 16 | > loss_disc: 2.543529748916626 (2.3682493567466736) | > loss_disc_real_0: 0.15191029012203217 (0.12420698325149715) | > loss_disc_real_1: 0.19893765449523926 (0.18475575326010585) | > loss_disc_real_2: 0.2625114321708679 (0.27416690345853567) | > loss_disc_real_3: 0.3650912344455719 (0.2767272274941206) | > loss_disc_real_4: 0.31484514474868774 (0.3050715886056423) | > loss_disc_real_5: 0.3111124038696289 (0.2643674649298191) | > loss_0: 2.543529748916626 (2.3682493567466736) | > loss_gen: 2.7311763763427734 (2.6789751201868057) | > loss_kl: 2.3116536140441895 (2.698711022734642) | > loss_feat: 9.15140438079834 (7.249274551868439) | > loss_mel: 18.904422760009766 (18.42717409133911) | > loss_duration: 2.3401644229888916 (2.292217046022415) | > loss_1: 35.438819885253906 (33.34635150432587)  --> STEP: 17 | > loss_disc: 2.3174257278442383 (2.3652597315171184) | > loss_disc_real_0: 0.0708111971616745 (0.12106605465797816) | > loss_disc_real_1: 0.19361737370491028 (0.1852770250509767) | > loss_disc_real_2: 0.2765420079231262 (0.27430661548586455) | > loss_disc_real_3: 0.25835156440734863 (0.2756463061360752) | > loss_disc_real_4: 0.22519248723983765 (0.30037281793706555) | > loss_disc_real_5: 0.198048397898674 (0.26046634333975177) | > loss_0: 2.3174257278442383 (2.3652597315171184) | > loss_gen: 2.370997905731201 (2.660858813454123) | > loss_kl: 2.143819570541382 (2.666070349076215) | > loss_feat: 7.187222957611084 (7.245624458088594) | > loss_mel: 19.056991577148438 (18.46422217873966) | > loss_duration: 2.3412139415740967 (2.2950992163489845) | > loss_1: 33.10024642944336 (33.33187473521513)  --> STEP: 18 | > loss_disc: 2.4528708457946777 (2.3701270156436496) | > loss_disc_real_0: 0.09751376509666443 (0.11975759412679407) | > loss_disc_real_1: 0.21178822219371796 (0.18674986933668455) | > loss_disc_real_2: 0.23930302262306213 (0.27236197143793106) | > loss_disc_real_3: 0.2757211923599243 (0.2756504664818446) | > loss_disc_real_4: 0.2950747609138489 (0.30007848143577576) | > loss_disc_real_5: 0.28790655732154846 (0.2619907996720738) | > loss_0: 2.4528708457946777 (2.3701270156436496) | > loss_gen: 2.525144577026367 (2.653319133652581) | > loss_kl: 3.350972890853882 (2.704120490286085) | > loss_feat: 9.357951164245605 (7.362975941763984) | > loss_mel: 21.810260772705078 (18.65011321173774) | > loss_duration: 2.2012674808502197 (2.2898863421546087) | > loss_1: 39.2455940246582 (33.660414695739746)  --> STEP: 19 | > loss_disc: 2.3147284984588623 (2.3672113042128715) | > loss_disc_real_0: 0.2103842794895172 (0.12452741967220056) | > loss_disc_real_1: 0.1846463680267334 (0.18663915874142395) | > loss_disc_real_2: 0.3532043397426605 (0.27661683292765366) | > loss_disc_real_3: 0.19864416122436523 (0.2715975030472404) | > loss_disc_real_4: 0.27541181445121765 (0.29878023580500956) | > loss_disc_real_5: 0.22856132686138153 (0.26023135373466894) | > loss_0: 2.3147284984588623 (2.3672113042128715) | > loss_gen: 2.668405771255493 (2.654113167210629) | > loss_kl: 1.7359894514083862 (2.653166225081996) | > loss_feat: 7.123207092285156 (7.350356528633519) | > loss_mel: 17.048280715942383 (18.565806238274824) | > loss_duration: 2.2701141834259033 (2.288845702221519) | > loss_1: 30.845998764038086 (33.51228754143966)  --> STEP: 20 | > loss_disc: 2.230287551879883 (2.360365116596222) | > loss_disc_real_0: 0.15943653881549835 (0.12627287562936546) | > loss_disc_real_1: 0.162175714969635 (0.1854159865528345) | > loss_disc_real_2: 0.21514831483364105 (0.27354340702295304) | > loss_disc_real_3: 0.28089040517807007 (0.2720621481537819) | > loss_disc_real_4: 0.272781103849411 (0.29748027920722964) | > loss_disc_real_5: 0.21299397945404053 (0.2578694850206375) | > loss_0: 2.230287551879883 (2.360365116596222) | > loss_gen: 2.7329931259155273 (2.658057165145874) | > loss_kl: 1.8898884057998657 (2.6150023341178894) | > loss_feat: 7.117458343505859 (7.338711619377136) | > loss_mel: 20.78554916381836 (18.676793384552003) | > loss_duration: 2.2985594272613525 (2.289331388473511) | > loss_1: 34.8244514465332 (33.57789573669434)  --> STEP: 21 | > loss_disc: 2.2556827068328857 (2.355380239940825) | > loss_disc_real_0: 0.10942309349775314 (0.12547050505166962) | > loss_disc_real_1: 0.18087559938430786 (0.18519977764004752) | > loss_disc_real_2: 0.23721157014369965 (0.2718133195525124) | > loss_disc_real_3: 0.21429114043712616 (0.2693111477863221) | > loss_disc_real_4: 0.2138715237379074 (0.29349890989916666) | > loss_disc_real_5: 0.23357830941677094 (0.25671276237283436) | > loss_0: 2.2556827068328857 (2.355380239940825) | > loss_gen: 2.3739237785339355 (2.644527003878639) | > loss_kl: 2.9896607398986816 (2.6328432105836415) | > loss_feat: 5.694118499755859 (7.260397661299932) | > loss_mel: 18.07318878173828 (18.64805030822754) | > loss_duration: 2.1788406372070312 (2.284069924127488) | > loss_1: 31.30973243713379 (33.46988796052479)  --> STEP: 22 | > loss_disc: 2.235621213912964 (2.3499366478486494) | > loss_disc_real_0: 0.16119800508022308 (0.12709448232569479) | > loss_disc_real_1: 0.15240232646465302 (0.18370898440480232) | > loss_disc_real_2: 0.25971075892448425 (0.2712632031603293) | > loss_disc_real_3: 0.2226036638021469 (0.26718808033249597) | > loss_disc_real_4: 0.26129409670829773 (0.29203505475412717) | > loss_disc_real_5: 0.2319076955318451 (0.2555852593346076) | > loss_0: 2.235621213912964 (2.3499366478486494) | > loss_gen: 2.784656047821045 (2.650896505876021) | > loss_kl: 1.8698331117630005 (2.5981609333645213) | > loss_feat: 7.73426628112793 (7.281937144019387) | > loss_mel: 18.080354690551758 (18.62224596196955) | > loss_duration: 2.1714887619018555 (2.2789525985717773) | > loss_1: 32.64059829711914 (33.43219297582453)  --> STEP: 23 | > loss_disc: 2.1830875873565674 (2.342682340870733) | > loss_disc_real_0: 0.22569119930267334 (0.13138129610730254) | > loss_disc_real_1: 0.22018751502037048 (0.1852950074750444) | > loss_disc_real_2: 0.33545491099357605 (0.27405414697916614) | > loss_disc_real_3: 0.24436700344085693 (0.26619585959807684) | > loss_disc_real_4: 0.2329486757516861 (0.289466081754021) | > loss_disc_real_5: 0.1834752857685089 (0.25245004309260327) | > loss_0: 2.1830875873565674 (2.342682340870733) | > loss_gen: 3.161994457244873 (2.673118155935536) | > loss_kl: 2.5214779376983643 (2.5948268900746885) | > loss_feat: 8.541687965393066 (7.336708918861721) | > loss_mel: 17.635345458984375 (18.579337244448457) | > loss_duration: 2.264768123626709 (2.278335882269818) | > loss_1: 34.125274658203125 (33.462326962014906)  --> STEP: 24 | > loss_disc: 2.6949522495269775 (2.3573602537314096) | > loss_disc_real_0: 0.15551325678825378 (0.13238679446900883) | > loss_disc_real_1: 0.24161653220653534 (0.18764173767218986) | > loss_disc_real_2: 0.38138821721076965 (0.27852639990548295) | > loss_disc_real_3: 0.34537798166275024 (0.2694951146841049) | > loss_disc_real_4: 0.31948161125183105 (0.29071672881642974) | > loss_disc_real_5: 0.2518860697746277 (0.2524265442043543) | > loss_0: 2.6949522495269775 (2.3573602537314096) | > loss_gen: 2.411712646484375 (2.6622262597084045) | > loss_kl: 2.423229694366455 (2.587677006920179) | > loss_feat: 5.497973442077637 (7.260094940662384) | > loss_mel: 19.554462432861328 (18.619967460632328) | > loss_duration: 2.3969600200653076 (2.2832785546779633) | > loss_1: 32.284339904785156 (33.41324416796367)  --> STEP: 25 | > loss_disc: 2.646131753921509 (2.3689111137390135) | > loss_disc_real_0: 0.20729942619800568 (0.1353832997381687) | > loss_disc_real_1: 0.24373963475227356 (0.18988565355539322) | > loss_disc_real_2: 0.2912626266479492 (0.2790358489751816) | > loss_disc_real_3: 0.28329145908355713 (0.270046968460083) | > loss_disc_real_4: 0.3896125853061676 (0.29467256307601924) | > loss_disc_real_5: 0.3316710591316223 (0.255596324801445) | > loss_0: 2.646131753921509 (2.3689111137390135) | > loss_gen: 2.7911055088043213 (2.667381429672241) | > loss_kl: 2.588074207305908 (2.587692894935608) | > loss_feat: 6.761745929718018 (7.240160980224609) | > loss_mel: 17.042097091674805 (18.556852645874027) | > loss_duration: 2.3154642581939697 (2.2845659828186036) | > loss_1: 31.49848747253418 (33.33665390014649)  --> STEP: 26 | > loss_disc: 2.339637041091919 (2.3677851878679714) | > loss_disc_real_0: 0.11205679178237915 (0.13448612635525373) | > loss_disc_real_1: 0.15874338150024414 (0.18868787386096442) | > loss_disc_real_2: 0.25822940468788147 (0.27823560111797774) | > loss_disc_real_3: 0.3082161843776703 (0.2715150152261441) | > loss_disc_real_4: 0.44578060507774353 (0.30048441084531635) | > loss_disc_real_5: 0.17468573153018951 (0.25248437890639674) | > loss_0: 2.339637041091919 (2.3677851878679714) | > loss_gen: 2.855719804763794 (2.6746252133296085) | > loss_kl: 2.47058367729187 (2.583188694257003) | > loss_feat: 12.355080604553223 (7.436888658083403) | > loss_mel: 20.02814483642578 (18.613440807049095) | > loss_duration: 2.257195472717285 (2.2835132708916297) | > loss_1: 39.96672439575195 (33.59165661151593) --> EVAL PERFORMANCE | > avg_loader_time: 0.002453281329228327 (+9.833849393404374e-05) | > avg_loss_disc: 2.3677851878679714 (-0.029926831905658702) | > avg_loss_disc_real_0: 0.13448612635525373 (+0.022613724693655968) | > avg_loss_disc_real_1: 0.18868787386096442 (-0.03529579507616848) | > avg_loss_disc_real_2: 0.27823560111797774 (+0.01799836525550258) | > avg_loss_disc_real_3: 0.2715150152261441 (+0.029137455500089227) | > avg_loss_disc_real_4: 0.30048441084531635 (+0.056040852688826026) | > avg_loss_disc_real_5: 0.25248437890639674 (-0.009173520482503417) | > avg_loss_0: 2.3677851878679714 (-0.029926831905658702) | > avg_loss_gen: 2.6746252133296085 (+0.18184060316819384) | > avg_loss_kl: 2.583188694257003 (+0.21172271783535335) | > avg_loss_feat: 7.436888658083403 (-0.2694748548360968) | > avg_loss_mel: 18.613440807049095 (-0.13834857940672762) | > avg_loss_duration: 2.2835132708916297 (-0.006452211966880839) | > avg_loss_1: 33.59165661151593 (-0.020712705758903383)  > EPOCH: 272/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:54:30)   --> TIME: 2024-06-11 02:54:36 -- STEP: 14/330 -- GLOBAL_STEP: 177775 | > loss_disc: 2.2535300254821777 (2.2768119743892123) | > loss_disc_real_0: 0.12794229388237 (0.10801632010510989) | > loss_disc_real_1: 0.19571080803871155 (0.20067959704569407) | > loss_disc_real_2: 0.25324565172195435 (0.2148038883294378) | > loss_disc_real_3: 0.22552542388439178 (0.2198908126779965) | > loss_disc_real_4: 0.21381819248199463 (0.2209479564002582) | > loss_disc_real_5: 0.21885567903518677 (0.22115146688052587) | > loss_0: 2.2535300254821777 (2.2768119743892123) | > grad_norm_0: tensor(5.7419, device='cuda:0') (tensor(7.4676, device='cuda:0')) | > loss_gen: 2.6222922801971436 (2.5309532710484097) | > loss_kl: 1.685926079750061 (1.778239301272801) | > loss_feat: 7.322303295135498 (6.990061044692993) | > loss_mel: 18.34691047668457 (18.85829026358468) | > loss_duration: 2.1052703857421875 (2.176564071859633) | > loss_1: 32.08270263671875 (32.33410808018276) | > grad_norm_1: tensor(107.6754, device='cuda:0') (tensor(112.6979, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3477 (0.3560958078929356) | > loader_time: 0.0029 (0.0034543616431100027)  --> TIME: 2024-06-11 02:54:45 -- STEP: 39/330 -- GLOBAL_STEP: 177800 | > loss_disc: 2.3479251861572266 (2.2777951925228805) | > loss_disc_real_0: 0.09398941695690155 (0.10901309339663921) | > loss_disc_real_1: 0.2077471911907196 (0.1966814773204999) | > loss_disc_real_2: 0.19484691321849823 (0.21019738033795968) | > loss_disc_real_3: 0.1938096284866333 (0.22145054699518743) | > loss_disc_real_4: 0.2124408781528473 (0.22380877152467385) | > loss_disc_real_5: 0.20289447903633118 (0.21343830609932923) | > loss_0: 2.3479251861572266 (2.2777951925228805) | > grad_norm_0: tensor(16.1494, device='cuda:0') (tensor(7.4404, device='cuda:0')) | > loss_gen: 2.5557398796081543 (2.542687727854802) | > loss_kl: 1.7654426097869873 (1.8119263435021424) | > loss_feat: 7.879674911499023 (7.218920964461106) | > loss_mel: 18.205245971679688 (18.766151917286408) | > loss_duration: 2.0469532012939453 (2.093144175333854) | > loss_1: 32.45305633544922 (32.43283110398513) | > grad_norm_1: tensor(121.0847, device='cuda:0') (tensor(92.7726, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3598 (0.3546889684139154) | > loader_time: 0.0037 (0.0033905811798878205)  --> TIME: 2024-06-11 02:54:55 -- STEP: 64/330 -- GLOBAL_STEP: 177825 | > loss_disc: 2.3382296562194824 (2.3033624514937396) | > loss_disc_real_0: 0.10598301887512207 (0.11055120232049376) | > loss_disc_real_1: 0.23754043877124786 (0.19865103368647397) | > loss_disc_real_2: 0.20416828989982605 (0.21161053120158613) | > loss_disc_real_3: 0.24823209643363953 (0.22657955763861537) | > loss_disc_real_4: 0.22781921923160553 (0.2261165368836373) | > loss_disc_real_5: 0.2137429267168045 (0.21592631307430565) | > loss_0: 2.3382296562194824 (2.3033624514937396) | > grad_norm_0: tensor(6.5847, device='cuda:0') (tensor(8.0575, device='cuda:0')) | > loss_gen: 2.488247871398926 (2.533857412636279) | > loss_kl: 1.8688557147979736 (1.8257481511682272) | > loss_feat: 7.065455913543701 (7.196725033223629) | > loss_mel: 18.741912841796875 (18.798320710659027) | > loss_duration: 2.036858558654785 (2.066537654027343) | > loss_1: 32.20132827758789 (32.42118886113166) | > grad_norm_1: tensor(56.7297, device='cuda:0') (tensor(87.9207, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3737 (0.35652874037623405) | > loader_time: 0.0037 (0.003493070602416992)  --> TIME: 2024-06-11 02:55:04 -- STEP: 89/330 -- GLOBAL_STEP: 177850 | > loss_disc: 2.374720573425293 (2.3048407361748517) | > loss_disc_real_0: 0.11934878677129745 (0.11170099098026083) | > loss_disc_real_1: 0.2584018111228943 (0.19924672533956805) | > loss_disc_real_2: 0.2628714442253113 (0.21210152731182869) | > loss_disc_real_3: 0.2080816626548767 (0.22602432263031436) | > loss_disc_real_4: 0.20708560943603516 (0.22630141424329092) | > loss_disc_real_5: 0.18796098232269287 (0.2152016047346458) | > loss_0: 2.374720573425293 (2.3048407361748517) | > grad_norm_0: tensor(10.9024, device='cuda:0') (tensor(8.2109, device='cuda:0')) | > loss_gen: 2.451483726501465 (2.539558986599524) | > loss_kl: 1.7384332418441772 (1.84054824609435) | > loss_feat: 7.650500297546387 (7.268640239586991) | > loss_mel: 18.944721221923828 (18.77702262964141) | > loss_duration: 2.061450719833374 (2.054650376352032) | > loss_1: 32.846588134765625 (32.48042040192678) | > grad_norm_1: tensor(64.0127, device='cuda:0') (tensor(88.0120, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3691 (0.3585195353861605) | > loader_time: 0.0038 (0.00362832626599944)  --> TIME: 2024-06-11 02:55:13 -- STEP: 114/330 -- GLOBAL_STEP: 177875 | > loss_disc: 2.3272693157196045 (2.308387193763465) | > loss_disc_real_0: 0.13817071914672852 (0.11424977632991054) | > loss_disc_real_1: 0.23077847063541412 (0.1983496470932375) | > loss_disc_real_2: 0.22698178887367249 (0.21239467318120756) | > loss_disc_real_3: 0.26564767956733704 (0.2266857227996776) | > loss_disc_real_4: 0.2508416771888733 (0.2254658413299343) | > loss_disc_real_5: 0.22440528869628906 (0.2156260732495994) | > loss_0: 2.3272693157196045 (2.308387193763465) | > grad_norm_0: tensor(8.0579, device='cuda:0') (tensor(8.6412, device='cuda:0')) | > loss_gen: 2.5831453800201416 (2.5405465657250925) | > loss_kl: 1.7141048908233643 (1.8446231787664849) | > loss_feat: 7.888871669769287 (7.277325922982735) | > loss_mel: 19.412952423095703 (18.742548909103668) | > loss_duration: 2.0413942337036133 (2.0517802761312125) | > loss_1: 33.64046859741211 (32.456824787876045) | > grad_norm_1: tensor(51.1075, device='cuda:0') (tensor(87.7178, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3678 (0.35920377154099314) | > loader_time: 0.004 (0.003702502501638312)  --> TIME: 2024-06-11 02:55:23 -- STEP: 139/330 -- GLOBAL_STEP: 177900 | > loss_disc: 2.3891217708587646 (2.305537700653076) | > loss_disc_real_0: 0.1705372929573059 (0.11511847896756028) | > loss_disc_real_1: 0.20779800415039062 (0.19773420037554326) | > loss_disc_real_2: 0.2201250195503235 (0.21221995267936652) | > loss_disc_real_3: 0.22734291851520538 (0.2256396322799243) | > loss_disc_real_4: 0.20040367543697357 (0.22434181746819037) | > loss_disc_real_5: 0.20717686414718628 (0.2153877460484882) | > loss_0: 2.3891217708587646 (2.305537700653076) | > grad_norm_0: tensor(5.6409, device='cuda:0') (tensor(9.2454, device='cuda:0')) | > loss_gen: 2.4921910762786865 (2.541874772353138) | > loss_kl: 1.8995710611343384 (1.8428090081798087) | > loss_feat: 7.227700710296631 (7.311912118102149) | > loss_mel: 18.2198486328125 (18.745879770182885) | > loss_duration: 2.120166301727295 (2.054587458535064) | > loss_1: 31.9594783782959 (32.497063067319566) | > grad_norm_1: tensor(86.8827, device='cuda:0') (tensor(95.5688, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3717 (0.361896163268055) | > loader_time: 0.0042 (0.0038218618296890806)  --> TIME: 2024-06-11 02:55:32 -- STEP: 164/330 -- GLOBAL_STEP: 177925 | > loss_disc: 2.321195125579834 (2.307061695471043) | > loss_disc_real_0: 0.1090661957859993 (0.11589816757818548) | > loss_disc_real_1: 0.18418192863464355 (0.19785808390233578) | > loss_disc_real_2: 0.20884114503860474 (0.21218070460528862) | > loss_disc_real_3: 0.23582105338573456 (0.22632838812906564) | > loss_disc_real_4: 0.25364503264427185 (0.22414743891213) | > loss_disc_real_5: 0.237355038523674 (0.21509320225294049) | > loss_0: 2.321195125579834 (2.307061695471043) | > grad_norm_0: tensor(33.1835, device='cuda:0') (tensor(10.4360, device='cuda:0')) | > loss_gen: 2.587479829788208 (2.547766290059904) | > loss_kl: 1.8776874542236328 (1.8433145720784256) | > loss_feat: 7.071798324584961 (7.328089647176789) | > loss_mel: 19.12317657470703 (18.763679899820474) | > loss_duration: 2.129497528076172 (2.0559260663462853) | > loss_1: 32.789642333984375 (32.53877647911629) | > grad_norm_1: tensor(169.6933, device='cuda:0') (tensor(114.5133, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3666 (0.36459416877932693) | > loader_time: 0.0047 (0.003932855478147181)  --> TIME: 2024-06-11 02:55:42 -- STEP: 189/330 -- GLOBAL_STEP: 177950 | > loss_disc: 2.34895396232605 (2.309870823350534) | > loss_disc_real_0: 0.1062355786561966 (0.11609298621535932) | > loss_disc_real_1: 0.2219153642654419 (0.1987888618278756) | > loss_disc_real_2: 0.19249160587787628 (0.21280381020414765) | > loss_disc_real_3: 0.21661251783370972 (0.2261662990958602) | > loss_disc_real_4: 0.23996640741825104 (0.22410778488431657) | > loss_disc_real_5: 0.2202884703874588 (0.21452976881511632) | > loss_0: 2.34895396232605 (2.309870823350534) | > grad_norm_0: tensor(31.3974, device='cuda:0') (tensor(13.1408, device='cuda:0')) | > loss_gen: 2.4999213218688965 (2.5531154107795206) | > loss_kl: 1.8751295804977417 (1.8406096438251476) | > loss_feat: 6.677670955657959 (7.356763819538096) | > loss_mel: 18.415306091308594 (18.75572458902995) | > loss_duration: 2.1179745197296143 (2.061602687709547) | > loss_1: 31.586002349853516 (32.56781614394414) | > grad_norm_1: tensor(120.6307, device='cuda:0') (tensor(141.5764, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.3948 (0.36795336607272056) | > loader_time: 0.0051 (0.004061618179240555)  --> TIME: 2024-06-11 02:55:52 -- STEP: 214/330 -- GLOBAL_STEP: 177975 | > loss_disc: 2.437717914581299 (2.3103963660302584) | > loss_disc_real_0: 0.1513151228427887 (0.1174439751656256) | > loss_disc_real_1: 0.1562635600566864 (0.1989678494701876) | > loss_disc_real_2: 0.21519175171852112 (0.21259222395509203) | > loss_disc_real_3: 0.2507407069206238 (0.2257000512191068) | > loss_disc_real_4: 0.2153632491827011 (0.22280624794347265) | > loss_disc_real_5: 0.2636715769767761 (0.21426160111327042) | > loss_0: 2.437717914581299 (2.3103963660302584) | > grad_norm_0: tensor(61.0962, device='cuda:0') (tensor(16.0915, device='cuda:0')) | > loss_gen: 2.4591197967529297 (2.5570757801287654) | > loss_kl: 1.7646011114120483 (1.8390226380847325) | > loss_feat: 6.709401607513428 (7.361467541935288) | > loss_mel: 17.26349449157715 (18.701785658007477) | > loss_duration: 2.1701741218566895 (2.0674586825281676) | > loss_1: 30.366790771484375 (32.52681024497915) | > grad_norm_1: tensor(317.6913, device='cuda:0') (tensor(159.0093, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.4008 (0.3710392145352945) | > loader_time: 0.0051 (0.0042006534950755495)  --> TIME: 2024-06-11 02:56:03 -- STEP: 239/330 -- GLOBAL_STEP: 178000 | > loss_disc: 2.44584321975708 (2.3120122863657824) | > loss_disc_real_0: 0.2271612286567688 (0.11789633467731117) | > loss_disc_real_1: 0.18059061467647552 (0.19966842558344042) | > loss_disc_real_2: 0.25300002098083496 (0.21290779444213692) | > loss_disc_real_3: 0.21614499390125275 (0.2258676295499921) | > loss_disc_real_4: 0.24683669209480286 (0.22287267446517944) | > loss_disc_real_5: 0.2188863903284073 (0.21383035557040614) | > loss_0: 2.44584321975708 (2.3120122863657824) | > grad_norm_0: tensor(51.5182, device='cuda:0') (tensor(18.6327, device='cuda:0')) | > loss_gen: 2.5244345664978027 (2.5642482546084104) | > loss_kl: 1.8708229064941406 (1.8380597939551127) | > loss_feat: 6.871180057525635 (7.368654125405156) | > loss_mel: 18.491226196289062 (18.68018072120316) | > loss_duration: 2.1020727157592773 (2.0748144408150204) | > loss_1: 31.859737396240234 (32.52595731503796) | > grad_norm_1: tensor(247.8748, device='cuda:0') (tensor(179.2592, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.4069 (0.3744561043743311) | > loader_time: 0.0061 (0.004371605158849744) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_178000.pth  --> TIME: 2024-06-11 02:56:19 -- STEP: 264/330 -- GLOBAL_STEP: 178025 | > loss_disc: 2.2882533073425293 (2.3138681288921488) | > loss_disc_real_0: 0.07921186089515686 (0.11884824353072679) | > loss_disc_real_1: 0.21474023163318634 (0.2002504020364899) | > loss_disc_real_2: 0.21868714690208435 (0.21316432597284968) | > loss_disc_real_3: 0.21508155763149261 (0.22568067987308355) | > loss_disc_real_4: 0.21725672483444214 (0.22192649198978237) | > loss_disc_real_5: 0.218533456325531 (0.2140085605735129) | > loss_0: 2.2882533073425293 (2.3138681288921488) | > grad_norm_0: tensor(36.6498, device='cuda:0') (tensor(20.8841, device='cuda:0')) | > loss_gen: 2.5165772438049316 (2.5681492487589526) | > loss_kl: 1.8710849285125732 (1.8364875131484233) | > loss_feat: 7.1886796951293945 (7.407080213228862) | > loss_mel: 18.00752830505371 (18.67075809565458) | > loss_duration: 2.1856675148010254 (2.081540254480912) | > loss_1: 31.7695369720459 (32.56401528734151) | > grad_norm_1: tensor(457.4610, device='cuda:0') (tensor(199.2228, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.4226 (0.38010659001090324) | > loader_time: 0.0063 (0.004521275108510801)  --> TIME: 2024-06-11 02:56:30 -- STEP: 289/330 -- GLOBAL_STEP: 178050 | > loss_disc: 2.520164966583252 (2.317099751073186) | > loss_disc_real_0: 0.14792154729366302 (0.11921476910477279) | > loss_disc_real_1: 0.23005150258541107 (0.20091543560622055) | > loss_disc_real_2: 0.26928767561912537 (0.21360637386777406) | > loss_disc_real_3: 0.25919216871261597 (0.22560816430921785) | > loss_disc_real_4: 0.2836393415927887 (0.22238646684839652) | > loss_disc_real_5: 0.2603949308395386 (0.21459256246634414) | > loss_0: 2.520164966583252 (2.317099751073186) | > grad_norm_0: tensor(32.7253, device='cuda:0') (tensor(22.2386, device='cuda:0')) | > loss_gen: 2.452070713043213 (2.566397743654087) | > loss_kl: 1.9023624658584595 (1.839918672419749) | > loss_feat: 6.456406116485596 (7.417079745691953) | > loss_mel: 18.114727020263672 (18.631441043734963) | > loss_duration: 2.220633029937744 (2.090035397701198) | > loss_1: 31.146198272705078 (32.54487262712632) | > grad_norm_1: tensor(423.6422, device='cuda:0') (tensor(217.4219, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.4518 (0.38542580274562127) | > loader_time: 0.0066 (0.004680488348832182)  --> TIME: 2024-06-11 02:56:42 -- STEP: 314/330 -- GLOBAL_STEP: 178075 | > loss_disc: 2.345717430114746 (2.3171734065766567) | > loss_disc_real_0: 0.14980939030647278 (0.11977714124568709) | > loss_disc_real_1: 0.15451908111572266 (0.20099279673615833) | > loss_disc_real_2: 0.23960930109024048 (0.21369018329746395) | > loss_disc_real_3: 0.23783814907073975 (0.22544806906182296) | > loss_disc_real_4: 0.21435780823230743 (0.2223522134457424) | > loss_disc_real_5: 0.21024976670742035 (0.21456410005024276) | > loss_0: 2.345717430114746 (2.3171734065766567) | > grad_norm_0: tensor(28.3561, device='cuda:0') (tensor(22.4361, device='cuda:0')) | > loss_gen: 2.4080758094787598 (2.559982525315254) | > loss_kl: 1.7860554456710815 (1.8402078884422395) | > loss_feat: 7.597229480743408 (7.419918726963602) | > loss_mel: 18.908954620361328 (18.590679290188348) | > loss_duration: 2.2809953689575195 (2.102000652984451) | > loss_1: 32.9813117980957 (32.512789112747114) | > grad_norm_1: tensor(354.7688, device='cuda:0') (tensor(225.9766, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.5151 (0.39380533300387655) | > loader_time: 0.0074 (0.00486634871002975)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1200222969055176 (2.1200222969055176) | > loss_disc_real_0: 0.05178234726190567 (0.05178234726190567) | > loss_disc_real_1: 0.26484057307243347 (0.26484057307243347) | > loss_disc_real_2: 0.3009452819824219 (0.3009452819824219) | > loss_disc_real_3: 0.2559332549571991 (0.2559332549571991) | > loss_disc_real_4: 0.21200765669345856 (0.21200765669345856) | > loss_disc_real_5: 0.22620953619480133 (0.22620953619480133) | > loss_0: 2.1200222969055176 (2.1200222969055176) | > loss_gen: 2.8324129581451416 (2.8324129581451416) | > loss_kl: 2.194995164871216 (2.194995164871216) | > loss_feat: 8.229902267456055 (8.229902267456055) | > loss_mel: 18.54796028137207 (18.54796028137207) | > loss_duration: 2.8872385025024414 (2.8872385025024414) | > loss_1: 34.692508697509766 (34.692508697509766)  --> STEP: 1 | > loss_disc: 2.332855463027954 (2.332855463027954) | > loss_disc_real_0: 0.06503825634717941 (0.06503825634717941) | > loss_disc_real_1: 0.2537281811237335 (0.2537281811237335) | > loss_disc_real_2: 0.22398433089256287 (0.22398433089256287) | > loss_disc_real_3: 0.21364186704158783 (0.21364186704158783) | > loss_disc_real_4: 0.21932777762413025 (0.21932777762413025) | > loss_disc_real_5: 0.333147257566452 (0.333147257566452) | > loss_0: 2.332855463027954 (2.332855463027954) | > loss_gen: 2.3831422328948975 (2.3831422328948975) | > loss_kl: 2.213076591491699 (2.213076591491699) | > loss_feat: 5.147529125213623 (5.147529125213623) | > loss_mel: 17.60965919494629 (17.60965919494629) | > loss_duration: 2.359220504760742 (2.359220504760742) | > loss_1: 29.712627410888672 (29.712627410888672)  --> STEP: 2 | > loss_disc: 2.330263137817383 (2.3315593004226685) | > loss_disc_real_0: 0.07703349739313126 (0.07103587687015533) | > loss_disc_real_1: 0.25253304839134216 (0.25313061475753784) | > loss_disc_real_2: 0.2263607382774353 (0.22517253458499908) | > loss_disc_real_3: 0.33341771364212036 (0.2735297903418541) | > loss_disc_real_4: 0.2592059075832367 (0.23926684260368347) | > loss_disc_real_5: 0.3286590576171875 (0.33090315759181976) | > loss_0: 2.330263137817383 (2.3315593004226685) | > loss_gen: 2.8249669075012207 (2.604054570198059) | > loss_kl: 2.8272757530212402 (2.5201761722564697) | > loss_feat: 6.785738945007324 (5.966634035110474) | > loss_mel: 18.087175369262695 (17.848417282104492) | > loss_duration: 2.5289528369903564 (2.4440866708755493) | > loss_1: 33.054107666015625 (31.38336753845215)  --> STEP: 3 | > loss_disc: 2.519651412963867 (2.394256671269735) | > loss_disc_real_0: 0.13794207572937012 (0.09333794315656026) | > loss_disc_real_1: 0.22901833057403564 (0.24509318669637045) | > loss_disc_real_2: 0.1639963686466217 (0.20478047927220663) | > loss_disc_real_3: 0.27628666162490845 (0.27444874743620556) | > loss_disc_real_4: 0.2959546744823456 (0.2581627865632375) | > loss_disc_real_5: 0.3807889223098755 (0.3475317458311717) | > loss_0: 2.519651412963867 (2.394256671269735) | > loss_gen: 2.3868446350097656 (2.531651258468628) | > loss_kl: 2.1468851566314697 (2.395745833714803) | > loss_feat: 5.105082035064697 (5.679450035095215) | > loss_mel: 17.564064025878906 (17.75363286336263) | > loss_duration: 2.250058650970459 (2.379410664240519) | > loss_1: 29.45293617248535 (30.739890416463215)  --> STEP: 4 | > loss_disc: 2.2471084594726562 (2.357469618320465) | > loss_disc_real_0: 0.0697689801454544 (0.0874457024037838) | > loss_disc_real_1: 0.18725496530532837 (0.23063363134860992) | > loss_disc_real_2: 0.19271406531333923 (0.20176387578248978) | > loss_disc_real_3: 0.3102791905403137 (0.2834063582122326) | > loss_disc_real_4: 0.2042260318994522 (0.24467859789729118) | > loss_disc_real_5: 0.24835200607776642 (0.32273681089282036) | > loss_0: 2.2471084594726562 (2.357469618320465) | > loss_gen: 2.6939046382904053 (2.5722146034240723) | > loss_kl: 2.352756977081299 (2.384998619556427) | > loss_feat: 9.054449081420898 (6.523199796676636) | > loss_mel: 19.478343963623047 (18.184810638427734) | > loss_duration: 2.2564070224761963 (2.3486597537994385) | > loss_1: 35.83586120605469 (32.013883113861084)  --> STEP: 5 | > loss_disc: 2.2798027992248535 (2.3419362545013427) | > loss_disc_real_0: 0.15156665444374084 (0.1002698928117752) | > loss_disc_real_1: 0.2359342873096466 (0.23169376254081725) | > loss_disc_real_2: 0.2809152603149414 (0.2175941526889801) | > loss_disc_real_3: 0.3345259726047516 (0.2936302810907364) | > loss_disc_real_4: 0.19100673496723175 (0.23394422531127929) | > loss_disc_real_5: 0.23818257451057434 (0.30582596361637115) | > loss_0: 2.2798027992248535 (2.3419362545013427) | > loss_gen: 2.792231559753418 (2.6162179946899413) | > loss_kl: 2.214226245880127 (2.350844144821167) | > loss_feat: 7.300524711608887 (6.678664779663086) | > loss_mel: 20.65475082397461 (18.67879867553711) | > loss_duration: 2.388583183288574 (2.3566444396972654) | > loss_1: 35.350318908691406 (32.681170272827146)  --> STEP: 6 | > loss_disc: 2.1225571632385254 (2.3053730726242065) | > loss_disc_real_0: 0.08163992315530777 (0.09716489786903064) | > loss_disc_real_1: 0.2609531879425049 (0.23657033344109854) | > loss_disc_real_2: 0.2690751552581787 (0.22617431978384653) | > loss_disc_real_3: 0.26047971844673157 (0.28810518731673557) | > loss_disc_real_4: 0.1950610876083374 (0.22746370236078897) | > loss_disc_real_5: 0.21364368498325348 (0.29046225051085156) | > loss_0: 2.1225571632385254 (2.3053730726242065) | > loss_gen: 2.900341033935547 (2.663571834564209) | > loss_kl: 2.509403944015503 (2.377270778020223) | > loss_feat: 7.320978164672852 (6.785717010498047) | > loss_mel: 19.716644287109375 (18.851772944132488) | > loss_duration: 2.1642608642578125 (2.324580510457357) | > loss_1: 34.611629486083984 (33.00291347503662)  --> STEP: 7 | > loss_disc: 2.2051618099212646 (2.2910571779523576) | > loss_disc_real_0: 0.1377173662185669 (0.1029581076332501) | > loss_disc_real_1: 0.22916173934936523 (0.2355119628565652) | > loss_disc_real_2: 0.1777466982603073 (0.21925608813762665) | > loss_disc_real_3: 0.3149760067462921 (0.29194387580667225) | > loss_disc_real_4: 0.2102058380842209 (0.2249982931784221) | > loss_disc_real_5: 0.19963693618774414 (0.27748720560755047) | > loss_0: 2.2051618099212646 (2.2910571779523576) | > loss_gen: 2.702120542526245 (2.6690787928444997) | > loss_kl: 2.964938163757324 (2.4612232616969516) | > loss_feat: 6.696933269500732 (6.773033618927002) | > loss_mel: 21.349075317382812 (19.20853042602539) | > loss_duration: 2.485668182373047 (2.347593035016741) | > loss_1: 36.198734283447266 (33.45945930480957)  --> STEP: 8 | > loss_disc: 2.2940292358398438 (2.2914286851882935) | > loss_disc_real_0: 0.053635478019714355 (0.09679277893155813) | > loss_disc_real_1: 0.23529520630836487 (0.23548486828804016) | > loss_disc_real_2: 0.18813951313495636 (0.21536651626229286) | > loss_disc_real_3: 0.2931312322616577 (0.2920922953635454) | > loss_disc_real_4: 0.23111514747142792 (0.22576289996504784) | > loss_disc_real_5: 0.19309943914413452 (0.2669387347996235) | > loss_0: 2.2940292358398438 (2.2914286851882935) | > loss_gen: 2.5169408321380615 (2.650061547756195) | > loss_kl: 2.5247864723205566 (2.4691686630249023) | > loss_feat: 9.103758811950684 (7.064374268054962) | > loss_mel: 20.62022590637207 (19.384992361068726) | > loss_duration: 2.1830809116363525 (2.3270290195941925) | > loss_1: 36.948795318603516 (33.89562630653381)  --> STEP: 9 | > loss_disc: 2.362805128097534 (2.299359401067098) | > loss_disc_real_0: 0.06127490848302841 (0.0928463488817215) | > loss_disc_real_1: 0.18227745592594147 (0.2295729335811403) | > loss_disc_real_2: 0.27055394649505615 (0.22149845295482212) | > loss_disc_real_3: 0.32375526428222656 (0.29561040302117664) | > loss_disc_real_4: 0.28503549098968506 (0.23234874341222975) | > loss_disc_real_5: 0.33261746168136597 (0.2742363711198171) | > loss_0: 2.362805128097534 (2.299359401067098) | > loss_gen: 2.7102181911468506 (2.6567456192440457) | > loss_kl: 2.183319091796875 (2.4374075995551214) | > loss_feat: 8.17566204071045 (7.187850687238905) | > loss_mel: 19.15794563293457 (19.359764946831596) | > loss_duration: 2.121946334838867 (2.3042420546213784) | > loss_1: 34.349090576171875 (33.946011225382485)  --> STEP: 10 | > loss_disc: 2.3673348426818848 (2.306156945228577) | > loss_disc_real_0: 0.09106087684631348 (0.0926678016781807) | > loss_disc_real_1: 0.25816771388053894 (0.23243241161108016) | > loss_disc_real_2: 0.263759970664978 (0.22572460472583772) | > loss_disc_real_3: 0.3088480830192566 (0.2969341710209846) | > loss_disc_real_4: 0.28754863142967224 (0.237868732213974) | > loss_disc_real_5: 0.2855239808559418 (0.27536513209342955) | > loss_0: 2.3673348426818848 (2.306156945228577) | > loss_gen: 2.7258994579315186 (2.663661003112793) | > loss_kl: 1.9741826057434082 (2.3910851001739504) | > loss_feat: 6.77292013168335 (7.146357631683349) | > loss_mel: 20.661746978759766 (19.489963150024415) | > loss_duration: 2.2592577934265137 (2.299743628501892) | > loss_1: 34.39400863647461 (33.9908109664917)  --> STEP: 11 | > loss_disc: 2.7388391494750977 (2.3454916910691694) | > loss_disc_real_0: 0.1279870867729187 (0.09587864577770233) | > loss_disc_real_1: 0.3078736364841461 (0.2392907047813589) | > loss_disc_real_2: 0.28877559304237366 (0.2314565127546137) | > loss_disc_real_3: 0.3532707691192627 (0.30205567993900995) | > loss_disc_real_4: 0.30686303973197937 (0.24414094198833813) | > loss_disc_real_5: 0.3853587508201599 (0.2853645519776778) | > loss_0: 2.7388391494750977 (2.3454916910691694) | > loss_gen: 2.571528434753418 (2.6552853150801226) | > loss_kl: 3.0610239505767822 (2.451988632028753) | > loss_feat: 6.34999418258667 (7.073960954492742) | > loss_mel: 17.520994186401367 (19.310965971513227) | > loss_duration: 2.4325947761535645 (2.3118210055611352) | > loss_1: 31.936134338378906 (33.80402218211781)  --> STEP: 12 | > loss_disc: 2.3681445121765137 (2.347379426161448) | > loss_disc_real_0: 0.12111857533454895 (0.09798197324077289) | > loss_disc_real_1: 0.2708456218242645 (0.24192028120160103) | > loss_disc_real_2: 0.2065332680940628 (0.2293795756995678) | > loss_disc_real_3: 0.2664390802383423 (0.29908762996395427) | > loss_disc_real_4: 0.23347383737564087 (0.24325201660394669) | > loss_disc_real_5: 0.23038604855537415 (0.2807830100258191) | > loss_0: 2.3681445121765137 (2.347379426161448) | > loss_gen: 2.3368186950683594 (2.628746430079142) | > loss_kl: 2.184511184692383 (2.4296988447507224) | > loss_feat: 5.193373680114746 (6.917245348294576) | > loss_mel: 18.49300765991211 (19.242802778879803) | > loss_duration: 2.230123996734619 (2.305012921492259) | > loss_1: 30.437833786010742 (33.52350648244222)  --> STEP: 13 | > loss_disc: 2.3477303981781006 (2.347406424008883) | > loss_disc_real_0: 0.08809343725442886 (0.09722131662643872) | > loss_disc_real_1: 0.3242435157299042 (0.2482528377037782) | > loss_disc_real_2: 0.20651096105575562 (0.22762045149619764) | > loss_disc_real_3: 0.22913256287574768 (0.2937064709571692) | > loss_disc_real_4: 0.22456233203411102 (0.24181434856011316) | > loss_disc_real_5: 0.23229113221168518 (0.27705286557857806) | > loss_0: 2.3477303981781006 (2.347406424008883) | > loss_gen: 2.4531822204589844 (2.6152414908775916) | > loss_kl: 1.946820855140686 (2.392554384011489) | > loss_feat: 5.574549674987793 (6.813961065732515) | > loss_mel: 16.903230667114258 (19.062835693359375) | > loss_duration: 2.147965431213379 (2.2929323453169603) | > loss_1: 29.02574920654297 (33.177525153526894)  --> STEP: 14 | > loss_disc: 2.3991951942443848 (2.3511056218828474) | > loss_disc_real_0: 0.11055926233530045 (0.09817402703421456) | > loss_disc_real_1: 0.23579174280166626 (0.24736275949648448) | > loss_disc_real_2: 0.22672519087791443 (0.2275565043091774) | > loss_disc_real_3: 0.3037220239639282 (0.2944218676005091) | > loss_disc_real_4: 0.2534768283367157 (0.2426473828298705) | > loss_disc_real_5: 0.25533729791641235 (0.27550175360270907) | > loss_0: 2.3991951942443848 (2.3511056218828474) | > loss_gen: 2.4675545692443848 (2.604692425046648) | > loss_kl: 3.102423906326294 (2.4432593498911177) | > loss_feat: 6.117845058441162 (6.764238493783133) | > loss_mel: 19.50697898864746 (19.09456021445138) | > loss_duration: 2.3864316940307617 (2.299610870225089) | > loss_1: 33.581233978271484 (33.20636149815151)  --> STEP: 15 | > loss_disc: 2.4396774768829346 (2.3570104122161863) | > loss_disc_real_0: 0.10307042300701141 (0.09850045343240102) | > loss_disc_real_1: 0.222811758518219 (0.24572602609793345) | > loss_disc_real_2: 0.39389801025390625 (0.238645938038826) | > loss_disc_real_3: 0.3182079493999481 (0.29600760638713836) | > loss_disc_real_4: 0.13735666871070862 (0.23562800188859304) | > loss_disc_real_5: 0.20021209120750427 (0.2704824427763621) | > loss_0: 2.4396774768829346 (2.3570104122161863) | > loss_gen: 2.6610047817230225 (2.6084465821584066) | > loss_kl: 2.4554896354675293 (2.4440747022628786) | > loss_feat: 8.827534675598145 (6.901791572570801) | > loss_mel: 20.35531234741211 (19.178610356648765) | > loss_duration: 2.3195700645446777 (2.300941483179728) | > loss_1: 36.6189079284668 (33.43386459350586)  --> STEP: 16 | > loss_disc: 2.630344867706299 (2.3740938156843185) | > loss_disc_real_0: 0.12822869420051575 (0.10035846848040819) | > loss_disc_real_1: 0.30893975496292114 (0.24967688415199518) | > loss_disc_real_2: 0.3295241892337799 (0.2443258287385106) | > loss_disc_real_3: 0.3811420798301697 (0.3013285109773278) | > loss_disc_real_4: 0.2655620872974396 (0.23749888222664595) | > loss_disc_real_5: 0.2800614833831787 (0.27108113281428814) | > loss_0: 2.630344867706299 (2.3740938156843185) | > loss_gen: 2.5937700271606445 (2.6075292974710464) | > loss_kl: 2.050339937210083 (2.4194662794470787) | > loss_feat: 6.12159538269043 (6.853029310703278) | > loss_mel: 16.780406951904297 (19.028722643852234) | > loss_duration: 2.3778908252716064 (2.3057508170604706) | > loss_1: 29.92400360107422 (33.21449828147888)  --> STEP: 17 | > loss_disc: 2.454981803894043 (2.378851932637832) | > loss_disc_real_0: 0.08142624795436859 (0.09924480844946469) | > loss_disc_real_1: 0.29248133301734924 (0.2521947929087807) | > loss_disc_real_2: 0.2857039272785187 (0.24675983453498168) | > loss_disc_real_3: 0.38752973079681396 (0.3063991709667094) | > loss_disc_real_4: 0.2678661048412323 (0.2392851894392687) | > loss_disc_real_5: 0.36011913418769836 (0.27631866230684166) | > loss_0: 2.454981803894043 (2.378851932637832) | > loss_gen: 2.9663350582122803 (2.628635518691119) | > loss_kl: 1.9450981616973877 (2.3915622725206265) | > loss_feat: 7.7993011474609375 (6.908692359924316) | > loss_mel: 18.797840118408203 (19.015141318826114) | > loss_duration: 2.3933777809143066 (2.3109053443459904) | > loss_1: 33.901954650878906 (33.25493689144359)  --> STEP: 18 | > loss_disc: 2.3031158447265625 (2.3746443721983166) | > loss_disc_real_0: 0.07307028770446777 (0.09779066840807597) | > loss_disc_real_1: 0.22143231332302094 (0.2504857662651274) | > loss_disc_real_2: 0.2220839411020279 (0.24538895156648424) | > loss_disc_real_3: 0.24134816229343414 (0.3027852260404163) | > loss_disc_real_4: 0.16532579064369202 (0.23517633395062554) | > loss_disc_real_5: 0.19413518905639648 (0.27175291379292804) | > loss_0: 2.3031158447265625 (2.3746443721983166) | > loss_gen: 2.259244680404663 (2.6081138054529824) | > loss_kl: 3.095019578933716 (2.43064323398802) | > loss_feat: 7.054965496063232 (6.9168186452653675) | > loss_mel: 17.889446258544922 (18.952602704366047) | > loss_duration: 2.2208733558654785 (2.3059035672081842) | > loss_1: 32.51955032348633 (33.21408208211263)  --> STEP: 19 | > loss_disc: 2.215242624282837 (2.3662548065185547) | > loss_disc_real_0: 0.09080934524536133 (0.09742323034688045) | > loss_disc_real_1: 0.18851327896118164 (0.247224056407025) | > loss_disc_real_2: 0.24147000908851624 (0.24518269143606486) | > loss_disc_real_3: 0.33036187291145325 (0.304236628507313) | > loss_disc_real_4: 0.16761255264282227 (0.23162034546074114) | > loss_disc_real_5: 0.21658742427825928 (0.2688494669763665) | > loss_0: 2.215242624282837 (2.3662548065185547) | > loss_gen: 2.627112627029419 (2.6091137434306897) | > loss_kl: 2.0493080615997314 (2.4105729617570577) | > loss_feat: 9.869132041931152 (7.072203560879356) | > loss_mel: 19.526227951049805 (18.98279350682309) | > loss_duration: 2.2818737030029297 (2.3046388375131706) | > loss_1: 36.35365295410156 (33.37932265432257)  --> STEP: 20 | > loss_disc: 2.6674201488494873 (2.381313073635101) | > loss_disc_real_0: 0.07846461236476898 (0.09647529944777487) | > loss_disc_real_1: 0.2766030430793762 (0.24869300574064254) | > loss_disc_real_2: 0.3456328213214874 (0.250205197930336) | > loss_disc_real_3: 0.29475852847099304 (0.303762723505497) | > loss_disc_real_4: 0.23586153984069824 (0.231832405179739) | > loss_disc_real_5: 0.2855527400970459 (0.2696846306324005) | > loss_0: 2.6674201488494873 (2.381313073635101) | > loss_gen: 2.3486766815185547 (2.596091890335083) | > loss_kl: 1.8304226398468018 (2.3815654456615447) | > loss_feat: 5.646472930908203 (7.0009170293807985) | > loss_mel: 19.39997100830078 (19.003652381896973) | > loss_duration: 2.3228230476379395 (2.3055480480194093) | > loss_1: 31.548364639282227 (33.28777475357056)  --> STEP: 21 | > loss_disc: 2.74991774559021 (2.398865677061535) | > loss_disc_real_0: 0.0911150723695755 (0.0962200505392892) | > loss_disc_real_1: 0.2537318170070648 (0.2489329491342817) | > loss_disc_real_2: 0.2505064904689789 (0.2502195451940809) | > loss_disc_real_3: 0.3351108431816101 (0.3052554911091214) | > loss_disc_real_4: 0.2535778880119324 (0.2328679043622244) | > loss_disc_real_5: 0.2577537000179291 (0.26911649107933044) | > loss_0: 2.74991774559021 (2.398865677061535) | > loss_gen: 2.1101739406585693 (2.572952940350487) | > loss_kl: 2.283649206161499 (2.376902767590114) | > loss_feat: 6.1981611251831055 (6.962690557752337) | > loss_mel: 19.563966751098633 (19.030334018525622) | > loss_duration: 2.157905101776123 (2.2985174315316335) | > loss_1: 32.3138542175293 (33.24139758518764)  --> STEP: 22 | > loss_disc: 2.490151882171631 (2.403015050021085) | > loss_disc_real_0: 0.15253864228725433 (0.09877998652783307) | > loss_disc_real_1: 0.2983860671520233 (0.25118081813508814) | > loss_disc_real_2: 0.24702271819114685 (0.2500742348757657) | > loss_disc_real_3: 0.27574077248573303 (0.30391391298987647) | > loss_disc_real_4: 0.2606205940246582 (0.23412939025597138) | > loss_disc_real_5: 0.2626161575317383 (0.2688210213726217) | > loss_0: 2.490151882171631 (2.403015050021085) | > loss_gen: 2.653698444366455 (2.5766231905330312) | > loss_kl: 1.8153893947601318 (2.3513794324614783) | > loss_feat: 6.366533279418945 (6.9355924996462734) | > loss_mel: 17.51943588256836 (18.961656830527566) | > loss_duration: 2.1602401733398438 (2.2922321016138247) | > loss_1: 30.515296936035156 (33.117483919317074)  --> STEP: 23 | > loss_disc: 2.7613229751586914 (2.4185936554618506) | > loss_disc_real_0: 0.19993802905082703 (0.10317816228970238) | > loss_disc_real_1: 0.3336535692214966 (0.25476658992145373) | > loss_disc_real_2: 0.31050291657447815 (0.2527015688626662) | > loss_disc_real_3: 0.31593087315559387 (0.30443638951882074) | > loss_disc_real_4: 0.2781355381011963 (0.23604270103185074) | > loss_disc_real_5: 0.3051070272922516 (0.27039867380391) | > loss_0: 2.7613229751586914 (2.4185936554618506) | > loss_gen: 2.452660083770752 (2.571233490239019) | > loss_kl: 2.4549384117126465 (2.355881996776746) | > loss_feat: 5.210197925567627 (6.86057534425155) | > loss_mel: 15.40408706665039 (18.806979884272035) | > loss_duration: 2.224005699157715 (2.289265736289646) | > loss_1: 27.745887756347656 (32.88393626005753)  --> STEP: 24 | > loss_disc: 2.3785719871520996 (2.4169260859489445) | > loss_disc_real_0: 0.11378389596939087 (0.1036200678596894) | > loss_disc_real_1: 0.19046705961227417 (0.25208744282523793) | > loss_disc_real_2: 0.2676115930080414 (0.2533228198687235) | > loss_disc_real_3: 0.3225836753845215 (0.3051925264298916) | > loss_disc_real_4: 0.22219377756118774 (0.23546566255390644) | > loss_disc_real_5: 0.24651168286800385 (0.26940338251491386) | > loss_0: 2.3785719871520996 (2.4169260859489445) | > loss_gen: 2.350867748260498 (2.5620515843232474) | > loss_kl: 2.2987561225891113 (2.353501752018928) | > loss_feat: 5.627715110778809 (6.8092061678568525) | > loss_mel: 17.9488525390625 (18.771224578221638) | > loss_duration: 2.4272332191467285 (2.295014381408691) | > loss_1: 30.653425216674805 (32.79099829991659)  --> STEP: 25 | > loss_disc: 2.3314080238342285 (2.413505363464356) | > loss_disc_real_0: 0.0906691923737526 (0.10310203284025192) | > loss_disc_real_1: 0.25736764073371887 (0.25229865074157715) | > loss_disc_real_2: 0.25264063477516174 (0.25329553246498104) | > loss_disc_real_3: 0.2527411878108978 (0.30309447288513186) | > loss_disc_real_4: 0.2317204475402832 (0.23531585395336152) | > loss_disc_real_5: 0.2364097684621811 (0.26808363795280454) | > loss_0: 2.3314080238342285 (2.413505363464356) | > loss_gen: 2.6392018795013428 (2.5651375961303713) | > loss_kl: 2.6161704063415527 (2.364008498191833) | > loss_feat: 6.575120449066162 (6.799842739105225) | > loss_mel: 15.209432601928711 (18.62875289916992) | > loss_duration: 2.3345518112182617 (2.2965958786010736) | > loss_1: 29.37447738647461 (32.65433746337891)  --> STEP: 26 | > loss_disc: 2.6694514751434326 (2.423349444682782) | > loss_disc_real_0: 0.19563980400562286 (0.10666117788507389) | > loss_disc_real_1: 0.29765942692756653 (0.2540432959794998) | > loss_disc_real_2: 0.3363337218761444 (0.256489308980795) | > loss_disc_real_3: 0.3488447070121765 (0.3048540972746336) | > loss_disc_real_4: 0.1593616008758545 (0.23239453652730355) | > loss_disc_real_5: 0.3512997627258301 (0.27128425813638246) | > loss_0: 2.6694514751434326 (2.423349444682782) | > loss_gen: 2.4430456161499023 (2.5604417507465067) | > loss_kl: 1.9245573282241821 (2.347106530116154) | > loss_feat: 9.358684539794922 (6.898259731439444) | > loss_mel: 19.428848266601562 (18.659525797917293) | > loss_duration: 2.232787847518921 (2.2941417235594526) | > loss_1: 35.38792419433594 (32.759475414569565) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024275412926307092 (-2.5740036597617956e-05) | > avg_loss_disc: 2.423349444682782 (+0.0555642568148107) | > avg_loss_disc_real_0: 0.10666117788507389 (-0.02782494847017984) | > avg_loss_disc_real_1: 0.2540432959794998 (+0.0653554221185354) | > avg_loss_disc_real_2: 0.256489308980795 (-0.02174629213718271) | > avg_loss_disc_real_3: 0.3048540972746336 (+0.03333908204848951) | > avg_loss_disc_real_4: 0.23239453652730355 (-0.0680898743180128) | > avg_loss_disc_real_5: 0.27128425813638246 (+0.018799879229985716) | > avg_loss_0: 2.423349444682782 (+0.0555642568148107) | > avg_loss_gen: 2.5604417507465067 (-0.11418346258310175) | > avg_loss_kl: 2.347106530116154 (-0.2360821641408486) | > avg_loss_feat: 6.898259731439444 (-0.538628926643959) | > avg_loss_mel: 18.659525797917293 (+0.046084990868198616) | > avg_loss_duration: 2.2941417235594526 (+0.010628452667822863) | > avg_loss_1: 32.759475414569565 (-0.8321811969463653)  > EPOCH: 273/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:57:12)   --> TIME: 2024-06-11 02:57:16 -- STEP: 9/330 -- GLOBAL_STEP: 178100 | > loss_disc: 2.328023910522461 (2.314360168245104) | > loss_disc_real_0: 0.0943676084280014 (0.10250312172704273) | > loss_disc_real_1: 0.1776791363954544 (0.19190701180034214) | > loss_disc_real_2: 0.22405259311199188 (0.21889769203133053) | > loss_disc_real_3: 0.2316664755344391 (0.2269074304236306) | > loss_disc_real_4: 0.23353421688079834 (0.21498369177182516) | > loss_disc_real_5: 0.21850186586380005 (0.21890930003590053) | > loss_0: 2.328023910522461 (2.314360168245104) | > grad_norm_0: tensor(4.5458, device='cuda:0') (tensor(5.2851, device='cuda:0')) | > loss_gen: 2.4935479164123535 (2.501606172985501) | > loss_kl: 1.7661138772964478 (1.7874368164274428) | > loss_feat: 6.44266939163208 (6.9133369657728405) | > loss_mel: 19.18776512145996 (19.117890252007378) | > loss_duration: 2.153801441192627 (2.2148656050364175) | > loss_1: 32.04389953613281 (32.535135904947914) | > grad_norm_1: tensor(49.5639, device='cuda:0') (tensor(74.2390, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3535 (0.3522827625274658) | > loader_time: 0.0033 (0.003121058146158854)  --> TIME: 2024-06-11 02:57:25 -- STEP: 34/330 -- GLOBAL_STEP: 178125 | > loss_disc: 2.2205300331115723 (2.287752158501569) | > loss_disc_real_0: 0.11888360232114792 (0.10679173359976095) | > loss_disc_real_1: 0.20020729303359985 (0.19578195626244826) | > loss_disc_real_2: 0.18660926818847656 (0.21431232725872712) | > loss_disc_real_3: 0.24301303923130035 (0.22471562510027604) | > loss_disc_real_4: 0.2074141949415207 (0.22024200462243138) | > loss_disc_real_5: 0.18191301822662354 (0.21148341850322835) | > loss_0: 2.2205300331115723 (2.287752158501569) | > grad_norm_0: tensor(5.1910, device='cuda:0') (tensor(9.6148, device='cuda:0')) | > loss_gen: 2.5864901542663574 (2.5513441422406355) | > loss_kl: 1.8583894968032837 (1.8202855727251839) | > loss_feat: 7.715322494506836 (7.244926312390496) | > loss_mel: 18.56827735900879 (18.892722915200626) | > loss_duration: 2.069885730743408 (2.0951513858402477) | > loss_1: 32.79836654663086 (32.604430479161884) | > grad_norm_1: tensor(128.6463, device='cuda:0') (tensor(126.5242, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3683 (0.3585008943782133) | > loader_time: 0.0034 (0.0033070970984066233)  --> TIME: 2024-06-11 02:57:35 -- STEP: 59/330 -- GLOBAL_STEP: 178150 | > loss_disc: 2.2805051803588867 (2.2924480034133143) | > loss_disc_real_0: 0.14157405495643616 (0.10993574786994417) | > loss_disc_real_1: 0.20835761725902557 (0.19670368049104334) | > loss_disc_real_2: 0.19508522748947144 (0.21380862795700462) | > loss_disc_real_3: 0.2653401494026184 (0.22529600686946158) | > loss_disc_real_4: 0.21240104734897614 (0.2201460193274385) | > loss_disc_real_5: 0.2214372456073761 (0.21248803906521554) | > loss_0: 2.2805051803588867 (2.2924480034133143) | > grad_norm_0: tensor(8.7906, device='cuda:0') (tensor(13.8126, device='cuda:0')) | > loss_gen: 2.6143500804901123 (2.5729140588792694) | > loss_kl: 1.779940128326416 (1.8102692810155578) | > loss_feat: 7.6305084228515625 (7.303696891008797) | > loss_mel: 18.030216217041016 (18.796535588927185) | > loss_duration: 1.9798221588134766 (2.064971679348057) | > loss_1: 32.03483581542969 (32.548387721433485) | > grad_norm_1: tensor(455.7708, device='cuda:0') (tensor(173.0974, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3899 (0.3646648374654479) | > loader_time: 0.0042 (0.0035474866123522742)  --> TIME: 2024-06-11 02:57:44 -- STEP: 84/330 -- GLOBAL_STEP: 178175 | > loss_disc: 2.313885450363159 (2.2904254141308016) | > loss_disc_real_0: 0.07328380644321442 (0.11148318510857366) | > loss_disc_real_1: 0.2521321475505829 (0.19801327053989684) | > loss_disc_real_2: 0.2171444296836853 (0.21406045289976255) | > loss_disc_real_3: 0.24626459181308746 (0.22594411032540457) | > loss_disc_real_4: 0.2383277416229248 (0.21946836440336137) | > loss_disc_real_5: 0.22939443588256836 (0.21137099766305514) | > loss_0: 2.313885450363159 (2.2904254141308016) | > grad_norm_0: tensor(25.5810, device='cuda:0') (tensor(19.6994, device='cuda:0')) | > loss_gen: 2.568122386932373 (2.592730618658519) | > loss_kl: 1.8953615427017212 (1.8192398179145086) | > loss_feat: 7.199306011199951 (7.408622191065834) | > loss_mel: 19.131128311157227 (18.832952181498204) | > loss_duration: 2.126495361328125 (2.0531141672815596) | > loss_1: 32.920413970947266 (32.70665915807088) | > grad_norm_1: tensor(294.3991, device='cuda:0') (tensor(215.8185, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3726 (0.3701810042063396) | > loader_time: 0.0063 (0.0037539771624973844)  --> TIME: 2024-06-11 02:57:54 -- STEP: 109/330 -- GLOBAL_STEP: 178200 | > loss_disc: 2.471900463104248 (2.298769655577634) | > loss_disc_real_0: 0.19730402529239655 (0.11154459321170772) | > loss_disc_real_1: 0.19959163665771484 (0.1978725651535419) | > loss_disc_real_2: 0.19019879400730133 (0.21439435790985004) | > loss_disc_real_3: 0.25995543599128723 (0.2279150386195664) | > loss_disc_real_4: 0.3243098855018616 (0.22020281960657978) | > loss_disc_real_5: 0.20144127309322357 (0.21254843842545781) | > loss_0: 2.471900463104248 (2.298769655577634) | > grad_norm_0: tensor(34.5105, device='cuda:0') (tensor(21.0704, device='cuda:0')) | > loss_gen: 2.7928292751312256 (2.6043770313262917) | > loss_kl: 1.8864165544509888 (1.8118048523544172) | > loss_feat: 7.260998725891113 (7.41385794998309) | > loss_mel: 18.334228515625 (18.781621460520885) | > loss_duration: 1.98362135887146 (2.051416733942994) | > loss_1: 32.258094787597656 (32.66307818561518) | > grad_norm_1: tensor(315.5050, device='cuda:0') (tensor(251.8044, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3733 (0.36978327024967306) | > loader_time: 0.0037 (0.0037898142403418864)  --> TIME: 2024-06-11 02:58:03 -- STEP: 134/330 -- GLOBAL_STEP: 178225 | > loss_disc: 2.3104088306427 (2.3000394123703694) | > loss_disc_real_0: 0.1031239926815033 (0.10953812662567665) | > loss_disc_real_1: 0.19877301156520844 (0.19793481479829816) | > loss_disc_real_2: 0.2471490055322647 (0.2161679087734934) | > loss_disc_real_3: 0.23322166502475739 (0.22666897624731064) | > loss_disc_real_4: 0.23181353509426117 (0.2196855698503665) | > loss_disc_real_5: 0.22335366904735565 (0.2126538002891327) | > loss_0: 2.3104088306427 (2.3000394123703694) | > grad_norm_0: tensor(25.0913, device='cuda:0') (tensor(20.9468, device='cuda:0')) | > loss_gen: 2.5784645080566406 (2.5976815454995434) | > loss_kl: 1.8735579252243042 (1.806682511052089) | > loss_feat: 7.594928741455078 (7.39305706522358) | > loss_mel: 18.926856994628906 (18.778685100042992) | > loss_duration: 2.056863307952881 (2.0529572047404376) | > loss_1: 33.030670166015625 (32.62906349239065) | > grad_norm_1: tensor(197.6084, device='cuda:0') (tensor(258.1070, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3685 (0.3700001577832806) | > loader_time: 0.0041 (0.003835950324784464)  --> TIME: 2024-06-11 02:58:13 -- STEP: 159/330 -- GLOBAL_STEP: 178250 | > loss_disc: 2.3708345890045166 (2.3043270605915005) | > loss_disc_real_0: 0.09332416206598282 (0.11118991180973233) | > loss_disc_real_1: 0.26786863803863525 (0.19780688793779175) | > loss_disc_real_2: 0.17704103887081146 (0.2158007302186774) | > loss_disc_real_3: 0.2018544226884842 (0.22644461991277132) | > loss_disc_real_4: 0.22272086143493652 (0.22084985251696604) | > loss_disc_real_5: 0.22913187742233276 (0.213071309264351) | > loss_0: 2.3708345890045166 (2.3043270605915005) | > grad_norm_0: tensor(22.5257, device='cuda:0') (tensor(22.4880, device='cuda:0')) | > loss_gen: 2.6715855598449707 (2.5941990291547445) | > loss_kl: 1.7144349813461304 (1.808269259314867) | > loss_feat: 7.631364345550537 (7.388392607371013) | > loss_mel: 19.107715606689453 (18.807859192854202) | > loss_duration: 2.0551958084106445 (2.054669599862967) | > loss_1: 33.180294036865234 (32.653389744788605) | > grad_norm_1: tensor(281.9131, device='cuda:0') (tensor(270.1454, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.4011 (0.3710160120478214) | > loader_time: 0.0042 (0.0039028311675449586)  --> TIME: 2024-06-11 02:58:23 -- STEP: 184/330 -- GLOBAL_STEP: 178275 | > loss_disc: 2.280579090118408 (2.3068237991436678) | > loss_disc_real_0: 0.12782582640647888 (0.1120485264160063) | > loss_disc_real_1: 0.20676124095916748 (0.19881368258401108) | > loss_disc_real_2: 0.19578833878040314 (0.21568645067189052) | > loss_disc_real_3: 0.2505166232585907 (0.22668503475901874) | > loss_disc_real_4: 0.23379041254520416 (0.2212980549134638) | > loss_disc_real_5: 0.23444487154483795 (0.212597136831154) | > loss_0: 2.280579090118408 (2.3068237991436678) | > grad_norm_0: tensor(26.1795, device='cuda:0') (tensor(22.6779, device='cuda:0')) | > loss_gen: 2.632802963256836 (2.584434992593264) | > loss_kl: 1.7449065446853638 (1.8120704584795495) | > loss_feat: 7.386902809143066 (7.384510830692623) | > loss_mel: 18.453594207763672 (18.786698724912558) | > loss_duration: 2.092113494873047 (2.059790223189021) | > loss_1: 32.31031799316406 (32.62750533352727) | > grad_norm_1: tensor(312.3763, device='cuda:0') (tensor(269.2194, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.3856 (0.37427420071933565) | > loader_time: 0.0044 (0.004043098377144855)  --> TIME: 2024-06-11 02:58:33 -- STEP: 209/330 -- GLOBAL_STEP: 178300 | > loss_disc: 2.356029510498047 (2.310092937432978) | > loss_disc_real_0: 0.11223495006561279 (0.11287355661819996) | > loss_disc_real_1: 0.1621110439300537 (0.19903353327199036) | > loss_disc_real_2: 0.2168792337179184 (0.21565464167503648) | > loss_disc_real_3: 0.2352083921432495 (0.22642647286066028) | > loss_disc_real_4: 0.2206564098596573 (0.22182938342459463) | > loss_disc_real_5: 0.21696849167346954 (0.21357233401690945) | > loss_0: 2.356029510498047 (2.310092937432978) | > grad_norm_0: tensor(34.9586, device='cuda:0') (tensor(23.3965, device='cuda:0')) | > loss_gen: 2.5312650203704834 (2.577930736769897) | > loss_kl: 1.7860701084136963 (1.8170709467390507) | > loss_feat: 6.988611221313477 (7.37646826146322) | > loss_mel: 18.930707931518555 (18.750189712743435) | > loss_duration: 2.122070789337158 (2.0661588964279747) | > loss_1: 32.358726501464844 (32.5878187024422) | > grad_norm_1: tensor(478.8676, device='cuda:0') (tensor(277.9691, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.4079 (0.3780129024286588) | > loader_time: 0.0056 (0.004176869917144047)  --> TIME: 2024-06-11 02:58:44 -- STEP: 234/330 -- GLOBAL_STEP: 178325 | > loss_disc: 2.3463056087493896 (2.3083128266864343) | > loss_disc_real_0: 0.09299741685390472 (0.11337063187717372) | > loss_disc_real_1: 0.18978635966777802 (0.19897551707222932) | > loss_disc_real_2: 0.22652485966682434 (0.2149276234782659) | > loss_disc_real_3: 0.22663873434066772 (0.22588322801977143) | > loss_disc_real_4: 0.24147115647792816 (0.22131162811803) | > loss_disc_real_5: 0.19293372333049774 (0.21311071349514854) | > loss_0: 2.3463056087493896 (2.3083128266864343) | > grad_norm_0: tensor(50.4993, device='cuda:0') (tensor(25.1585, device='cuda:0')) | > loss_gen: 2.5908844470977783 (2.5758630699581544) | > loss_kl: 1.7176917791366577 (1.819009884300395) | > loss_feat: 7.472003936767578 (7.372462621101966) | > loss_mel: 19.276771545410156 (18.711544216188607) | > loss_duration: 2.140007257461548 (2.0732609568498073) | > loss_1: 33.19736099243164 (32.552140879834795) | > grad_norm_1: tensor(523.4781, device='cuda:0') (tensor(293.4010, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.422 (0.3814693638402171) | > loader_time: 0.0053 (0.004286680466089495)  --> TIME: 2024-06-11 02:58:55 -- STEP: 259/330 -- GLOBAL_STEP: 178350 | > loss_disc: 2.2771215438842773 (2.3079486463981236) | > loss_disc_real_0: 0.17557257413864136 (0.11338446142590644) | > loss_disc_real_1: 0.22685863077640533 (0.19906540577476092) | > loss_disc_real_2: 0.2072785645723343 (0.21500311233822444) | > loss_disc_real_3: 0.22381795942783356 (0.22575973359774437) | > loss_disc_real_4: 0.23930113017559052 (0.22209923838096235) | > loss_disc_real_5: 0.22203809022903442 (0.2131940141377762) | > loss_0: 2.2771215438842773 (2.3079486463981236) | > grad_norm_0: tensor(58.5868, device='cuda:0') (tensor(25.6031, device='cuda:0')) | > loss_gen: 2.5394229888916016 (2.579643002808322) | > loss_kl: 1.7799603939056396 (1.8181164734151833) | > loss_feat: 7.791690349578857 (7.397608981629596) | > loss_mel: 17.810861587524414 (18.668221654118714) | > loss_duration: 2.1713900566101074 (2.079868720305012) | > loss_1: 32.09332275390625 (32.54345893859861) | > grad_norm_1: tensor(541.1606, device='cuda:0') (tensor(298.9562, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.4171 (0.3848583145951671) | > loader_time: 0.0055 (0.004414458072323598)  --> TIME: 2024-06-11 02:59:06 -- STEP: 284/330 -- GLOBAL_STEP: 178375 | > loss_disc: 2.432004451751709 (2.311943826541094) | > loss_disc_real_0: 0.18571864068508148 (0.11507535788794639) | > loss_disc_real_1: 0.18227817118167877 (0.19933711926282294) | > loss_disc_real_2: 0.19697533547878265 (0.2151267529583313) | > loss_disc_real_3: 0.2295086532831192 (0.22577374575423523) | > loss_disc_real_4: 0.2613014280796051 (0.22204019685446377) | > loss_disc_real_5: 0.23318955302238464 (0.21345881776700562) | > loss_0: 2.432004451751709 (2.311943826541094) | > grad_norm_0: tensor(77.0964, device='cuda:0') (tensor(27.9836, device='cuda:0')) | > loss_gen: 2.346224546432495 (2.578430713062554) | > loss_kl: 1.8376390933990479 (1.8180373495733235) | > loss_feat: 6.551318168640137 (7.392808449100441) | > loss_mel: 17.897396087646484 (18.622202463552984) | > loss_duration: 2.1638216972351074 (2.0881604590046567) | > loss_1: 30.79640007019043 (32.49963953797245) | > grad_norm_1: tensor(289.8907, device='cuda:0') (tensor(307.3728, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.4493 (0.38945036622839907) | > loader_time: 0.0057 (0.004542761285540086)  --> TIME: 2024-06-11 02:59:18 -- STEP: 309/330 -- GLOBAL_STEP: 178400 | > loss_disc: 2.4860572814941406 (2.3128629579513205) | > loss_disc_real_0: 0.22910776734352112 (0.11610618054046985) | > loss_disc_real_1: 0.186151385307312 (0.199747228603147) | > loss_disc_real_2: 0.23254069685935974 (0.21492490437617204) | > loss_disc_real_3: 0.2850704789161682 (0.22549554941916544) | > loss_disc_real_4: 0.28072553873062134 (0.22154134217782315) | > loss_disc_real_5: 0.2781129479408264 (0.21361903069860347) | > loss_0: 2.4860572814941406 (2.3128629579513205) | > grad_norm_0: tensor(36.5978, device='cuda:0') (tensor(30.0258, device='cuda:0')) | > loss_gen: 2.680034875869751 (2.580837663323361) | > loss_kl: 1.7528653144836426 (1.8203235741186297) | > loss_feat: 6.709037780761719 (7.4028425139516685) | > loss_mel: 17.440059661865234 (18.57515625197524) | > loss_duration: 2.2495505809783936 (2.0986723811109456) | > loss_1: 30.831546783447266 (32.477832479384325) | > grad_norm_1: tensor(383.6008, device='cuda:0') (tensor(317.3598, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.5144 (0.3968360647800284) | > loader_time: 0.0076 (0.004701747091842702)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2038686275482178 (2.2038686275482178) | > loss_disc_real_0: 0.066240593791008 (0.066240593791008) | > loss_disc_real_1: 0.203663632273674 (0.203663632273674) | > loss_disc_real_2: 0.20571368932724 (0.20571368932724) | > loss_disc_real_3: 0.25314345955848694 (0.25314345955848694) | > loss_disc_real_4: 0.25682446360588074 (0.25682446360588074) | > loss_disc_real_5: 0.26308754086494446 (0.26308754086494446) | > loss_0: 2.2038686275482178 (2.2038686275482178) | > loss_gen: 2.6662254333496094 (2.6662254333496094) | > loss_kl: 2.370313882827759 (2.370313882827759) | > loss_feat: 6.057096004486084 (6.057096004486084) | > loss_mel: 16.058481216430664 (16.058481216430664) | > loss_duration: 2.7752974033355713 (2.7752974033355713) | > loss_1: 29.927413940429688 (29.927413940429688)  --> STEP: 1 | > loss_disc: 2.435208320617676 (2.435208320617676) | > loss_disc_real_0: 0.0636095404624939 (0.0636095404624939) | > loss_disc_real_1: 0.20918159186840057 (0.20918159186840057) | > loss_disc_real_2: 0.21729892492294312 (0.21729892492294312) | > loss_disc_real_3: 0.21444439888000488 (0.21444439888000488) | > loss_disc_real_4: 0.1807090938091278 (0.1807090938091278) | > loss_disc_real_5: 0.21603092551231384 (0.21603092551231384) | > loss_0: 2.435208320617676 (2.435208320617676) | > loss_gen: 2.007068634033203 (2.007068634033203) | > loss_kl: 2.1074349880218506 (2.1074349880218506) | > loss_feat: 5.947278022766113 (5.947278022766113) | > loss_mel: 17.332571029663086 (17.332571029663086) | > loss_duration: 2.3857498168945312 (2.3857498168945312) | > loss_1: 29.780101776123047 (29.780101776123047)  --> STEP: 2 | > loss_disc: 1.980405330657959 (2.2078068256378174) | > loss_disc_real_0: 0.030423717573285103 (0.0470166290178895) | > loss_disc_real_1: 0.12267234921455383 (0.1659269705414772) | > loss_disc_real_2: 0.24418725073337555 (0.23074308782815933) | > loss_disc_real_3: 0.22042901813983917 (0.21743670850992203) | > loss_disc_real_4: 0.196216881275177 (0.1884629875421524) | > loss_disc_real_5: 0.2021668702363968 (0.20909889787435532) | > loss_0: 1.980405330657959 (2.2078068256378174) | > loss_gen: 2.803778886795044 (2.4054237604141235) | > loss_kl: 2.517171621322632 (2.312303304672241) | > loss_feat: 7.313150882720947 (6.63021445274353) | > loss_mel: 20.229862213134766 (18.781216621398926) | > loss_duration: 2.4701032638549805 (2.427926540374756) | > loss_1: 35.334068298339844 (32.557085037231445)  --> STEP: 3 | > loss_disc: 2.1618452072143555 (2.19248628616333) | > loss_disc_real_0: 0.09044398367404938 (0.06149241390327612) | > loss_disc_real_1: 0.17058275640010834 (0.1674788991610209) | > loss_disc_real_2: 0.1995118111371994 (0.220332662264506) | > loss_disc_real_3: 0.22157645225524902 (0.2188166230916977) | > loss_disc_real_4: 0.21440830826759338 (0.19711142778396606) | > loss_disc_real_5: 0.251416951417923 (0.2232049157222112) | > loss_0: 2.1618452072143555 (2.19248628616333) | > loss_gen: 2.454479217529297 (2.4217755794525146) | > loss_kl: 2.3002030849456787 (2.3082698980967202) | > loss_feat: 6.33026123046875 (6.5302300453186035) | > loss_mel: 20.162504196166992 (19.24164581298828) | > loss_duration: 2.182276725769043 (2.346043268839518) | > loss_1: 33.429725646972656 (32.847965240478516)  --> STEP: 4 | > loss_disc: 2.163989543914795 (2.1853621006011963) | > loss_disc_real_0: 0.06322775781154633 (0.061926249880343676) | > loss_disc_real_1: 0.15982243418693542 (0.16556478291749954) | > loss_disc_real_2: 0.2506636679172516 (0.2279154136776924) | > loss_disc_real_3: 0.24465708434581757 (0.22527673840522766) | > loss_disc_real_4: 0.19326481223106384 (0.1961497738957405) | > loss_disc_real_5: 0.188882514834404 (0.2146243155002594) | > loss_0: 2.163989543914795 (2.1853621006011963) | > loss_gen: 2.4030351638793945 (2.4170904755592346) | > loss_kl: 2.8243610858917236 (2.437292695045471) | > loss_feat: 9.221538543701172 (7.203057169914246) | > loss_mel: 18.098705291748047 (18.955910682678223) | > loss_duration: 2.219634532928467 (2.3144410848617554) | > loss_1: 34.76727294921875 (33.327792167663574)  --> STEP: 5 | > loss_disc: 2.210970163345337 (2.1904837131500243) | > loss_disc_real_0: 0.06531352549791336 (0.06260370500385762) | > loss_disc_real_1: 0.17231757938861847 (0.16691534221172333) | > loss_disc_real_2: 0.1761123538017273 (0.21755480170249938) | > loss_disc_real_3: 0.23185493052005768 (0.22659237682819366) | > loss_disc_real_4: 0.1868879497051239 (0.1942974090576172) | > loss_disc_real_5: 0.16434408724308014 (0.20456826984882354) | > loss_0: 2.210970163345337 (2.1904837131500243) | > loss_gen: 2.2872979640960693 (2.3911319732666017) | > loss_kl: 2.3866171836853027 (2.4271575927734377) | > loss_feat: 6.938336372375488 (7.1501130104064945) | > loss_mel: 19.517675399780273 (19.068263626098634) | > loss_duration: 2.420680046081543 (2.3356888771057127) | > loss_1: 33.55060577392578 (33.372354888916014)  --> STEP: 6 | > loss_disc: 2.2370071411132812 (2.1982376178105674) | > loss_disc_real_0: 0.04740067571401596 (0.060069866788884006) | > loss_disc_real_1: 0.14018554985523224 (0.16246037681897482) | > loss_disc_real_2: 0.22922183573246002 (0.21949930737415949) | > loss_disc_real_3: 0.2980484962463379 (0.23850173006455103) | > loss_disc_real_4: 0.2537783682346344 (0.2042109022537867) | > loss_disc_real_5: 0.2385503500699997 (0.21023194988568625) | > loss_0: 2.2370071411132812 (2.1982376178105674) | > loss_gen: 2.52073335647583 (2.412732203801473) | > loss_kl: 2.3732361793518066 (2.418170690536499) | > loss_feat: 7.191821575164795 (7.157064437866211) | > loss_mel: 19.1278133392334 (19.07818857828776) | > loss_duration: 2.109179973602295 (2.2979373931884766) | > loss_1: 33.322784423828125 (33.3640931447347)  --> STEP: 7 | > loss_disc: 2.1448771953582764 (2.190614700317383) | > loss_disc_real_0: 0.13452325761318207 (0.07070606547806944) | > loss_disc_real_1: 0.1710568070411682 (0.16368843827928817) | > loss_disc_real_2: 0.22835582494735718 (0.2207645241703306) | > loss_disc_real_3: 0.22822552919387817 (0.23703370136874063) | > loss_disc_real_4: 0.23967641592025757 (0.2092774042061397) | > loss_disc_real_5: 0.2329988181591034 (0.21348435963903153) | > loss_0: 2.1448771953582764 (2.190614700317383) | > loss_gen: 2.734844207763672 (2.4587482043675015) | > loss_kl: 3.6508939266204834 (2.594274009977068) | > loss_feat: 8.06277847290039 (7.286452157156808) | > loss_mel: 19.136198043823242 (19.08647564479283) | > loss_duration: 2.4198365211486816 (2.3153515543256487) | > loss_1: 36.004554748535156 (33.74130194527762)  --> STEP: 8 | > loss_disc: 2.370814561843872 (2.213139683008194) | > loss_disc_real_0: 0.11221088469028473 (0.07589416787959635) | > loss_disc_real_1: 0.2023569494485855 (0.16852200217545033) | > loss_disc_real_2: 0.17827104032039642 (0.21545283868908882) | > loss_disc_real_3: 0.2687860429286957 (0.241002744063735) | > loss_disc_real_4: 0.2300192266702652 (0.2118701320141554) | > loss_disc_real_5: 0.2571759819984436 (0.21894581243395805) | > loss_0: 2.370814561843872 (2.213139683008194) | > loss_gen: 2.4482202529907227 (2.457432210445404) | > loss_kl: 2.625279188156128 (2.5981496572494507) | > loss_feat: 8.431160926818848 (7.429540753364563) | > loss_mel: 20.806612014770508 (19.30149269104004) | > loss_duration: 2.1856257915496826 (2.299135833978653) | > loss_1: 36.49689865112305 (34.0857515335083)  --> STEP: 9 | > loss_disc: 2.2736318111419678 (2.2198610305786133) | > loss_disc_real_0: 0.16719307005405426 (0.086038490343425) | > loss_disc_real_1: 0.14215804636478424 (0.16559267375204298) | > loss_disc_real_2: 0.24357329308986664 (0.21857733362250858) | > loss_disc_real_3: 0.2462606579065323 (0.2415869567129347) | > loss_disc_real_4: 0.16187386214733124 (0.20631499091784158) | > loss_disc_real_5: 0.24899502098560333 (0.22228461338414085) | > loss_0: 2.2736318111419678 (2.2198610305786133) | > loss_gen: 2.5716745853424072 (2.4701258076561823) | > loss_kl: 2.679748773574829 (2.607216225730048) | > loss_feat: 9.783785820007324 (7.691123538547092) | > loss_mel: 20.948469161987305 (19.484490076700848) | > loss_duration: 2.090184450149536 (2.2759190135531955) | > loss_1: 38.07386016845703 (34.52887471516927)  --> STEP: 10 | > loss_disc: 2.209566354751587 (2.2188315629959106) | > loss_disc_real_0: 0.10385312885046005 (0.08781995419412851) | > loss_disc_real_1: 0.13669227063655853 (0.16270263344049454) | > loss_disc_real_2: 0.2483602911233902 (0.22155562937259674) | > loss_disc_real_3: 0.2560175657272339 (0.24303001761436463) | > loss_disc_real_4: 0.22586335241794586 (0.20826982706785202) | > loss_disc_real_5: 0.22622041404247284 (0.22267819344997405) | > loss_0: 2.209566354751587 (2.2188315629959106) | > loss_gen: 2.4500155448913574 (2.4681147813796995) | > loss_kl: 2.644847869873047 (2.6109793901443483) | > loss_feat: 5.979686260223389 (7.519979810714721) | > loss_mel: 19.412261962890625 (19.477267265319824) | > loss_duration: 2.319018840789795 (2.2802289962768554) | > loss_1: 32.80583190917969 (34.356570434570315)  --> STEP: 11 | > loss_disc: 2.1575403213500977 (2.2132596319372) | > loss_disc_real_0: 0.13619272410869598 (0.09221747873181646) | > loss_disc_real_1: 0.1619139015674591 (0.16263093054294586) | > loss_disc_real_2: 0.2875525951385498 (0.22755535353313794) | > loss_disc_real_3: 0.20672139525413513 (0.23972923376343466) | > loss_disc_real_4: 0.21962538361549377 (0.2093021503903649) | > loss_disc_real_5: 0.22704052925109863 (0.22307476943189447) | > loss_0: 2.1575403213500977 (2.2132596319372) | > loss_gen: 2.6677775382995605 (2.486265941099687) | > loss_kl: 3.0896852016448975 (2.6544981002807617) | > loss_feat: 7.537052154541016 (7.521531841971657) | > loss_mel: 18.526268005371094 (19.390812787142668) | > loss_duration: 2.4331421852111816 (2.2941301952708852) | > loss_1: 34.25392532348633 (34.347239060835406)  --> STEP: 12 | > loss_disc: 2.6791839599609375 (2.252086659272512) | > loss_disc_real_0: 0.10886700451374054 (0.09360493921364348) | > loss_disc_real_1: 0.20252765715122223 (0.16595565776030222) | > loss_disc_real_2: 0.20829904079437256 (0.22595066080490747) | > loss_disc_real_3: 0.24134601652622223 (0.23986396566033363) | > loss_disc_real_4: 0.2576286196708679 (0.21332935616374016) | > loss_disc_real_5: 0.3470597565174103 (0.23340685168902078) | > loss_0: 2.6791839599609375 (2.252086659272512) | > loss_gen: 2.20088267326355 (2.4624840021133423) | > loss_kl: 2.6528568267822266 (2.6543613274892173) | > loss_feat: 5.678966522216797 (7.3679847319920855) | > loss_mel: 18.986040115356445 (19.35708173116048) | > loss_duration: 2.2741503715515137 (2.2924652099609375) | > loss_1: 31.792896270751953 (34.13437716166178)  --> STEP: 13 | > loss_disc: 2.560504913330078 (2.2758111403538632) | > loss_disc_real_0: 0.08666524291038513 (0.09307111642108513) | > loss_disc_real_1: 0.21743009984493256 (0.1699152302283507) | > loss_disc_real_2: 0.2161259949207306 (0.2251949172753554) | > loss_disc_real_3: 0.3372191786766052 (0.24735282820004684) | > loss_disc_real_4: 0.3122120499610901 (0.22093571722507477) | > loss_disc_real_5: 0.27642592787742615 (0.2367160113958212) | > loss_0: 2.560504913330078 (2.2758111403538632) | > loss_gen: 2.210245132446289 (2.4430810121389537) | > loss_kl: 2.2847588062286377 (2.6259303643153262) | > loss_feat: 5.357203483581543 (7.213309251345121) | > loss_mel: 18.031801223754883 (19.255137076744667) | > loss_duration: 2.1233513355255127 (2.279456450388982) | > loss_1: 30.007360458374023 (33.816914338331955)  --> STEP: 14 | > loss_disc: 2.3171167373657227 (2.2787615401404246) | > loss_disc_real_0: 0.09167568385601044 (0.09297144266643695) | > loss_disc_real_1: 0.16033931076526642 (0.16923123598098755) | > loss_disc_real_2: 0.18546588718891144 (0.22235712941203797) | > loss_disc_real_3: 0.23021401464939117 (0.24612862723214285) | > loss_disc_real_4: 0.22029857337474823 (0.22089020695005143) | > loss_disc_real_5: 0.24692970514297485 (0.2374455609491893) | > loss_0: 2.3171167373657227 (2.2787615401404246) | > loss_gen: 2.271348476409912 (2.430814402444022) | > loss_kl: 3.0495400428771973 (2.656188198498317) | > loss_feat: 6.659421920776367 (7.17374587059021) | > loss_mel: 19.430953979492188 (19.267695426940918) | > loss_duration: 2.381215810775757 (2.2867249761308943) | > loss_1: 33.79248046875 (33.81516906193325)  --> STEP: 15 | > loss_disc: 2.3222134113311768 (2.281658331553141) | > loss_disc_real_0: 0.07539904117584229 (0.09179994923373064) | > loss_disc_real_1: 0.21271878480911255 (0.17213040590286255) | > loss_disc_real_2: 0.21670681238174438 (0.22198044161001843) | > loss_disc_real_3: 0.23818370699882507 (0.245598965883255) | > loss_disc_real_4: 0.23487019538879395 (0.22182220617930096) | > loss_disc_real_5: 0.24609877169132233 (0.2380224416653315) | > loss_0: 2.3222134113311768 (2.281658331553141) | > loss_gen: 2.4738481044769287 (2.4336833159128823) | > loss_kl: 3.4912595748901367 (2.711859623591105) | > loss_feat: 9.472771644592285 (7.3270142555236815) | > loss_mel: 19.197879791259766 (19.263041051228843) | > loss_duration: 2.3498353958129883 (2.2909323374430337) | > loss_1: 36.985591888427734 (34.02653058369955)  --> STEP: 16 | > loss_disc: 2.3537650108337402 (2.2861649990081787) | > loss_disc_real_0: 0.1337951421737671 (0.09442464879248291) | > loss_disc_real_1: 0.11504330486059189 (0.16856246208772063) | > loss_disc_real_2: 0.1507110595703125 (0.2175261052325368) | > loss_disc_real_3: 0.33054378628730774 (0.2509080171585083) | > loss_disc_real_4: 0.2679641544818878 (0.22470607794821262) | > loss_disc_real_5: 0.2519887685775757 (0.23889533709734678) | > loss_0: 2.3537650108337402 (2.2861649990081787) | > loss_gen: 2.493147373199463 (2.4373998194932938) | > loss_kl: 2.342560052871704 (2.6887784004211426) | > loss_feat: 7.489627838134766 (7.337177604436874) | > loss_mel: 17.789289474487305 (19.170931577682495) | > loss_duration: 2.350933074951172 (2.2946823835372925) | > loss_1: 32.46555709838867 (33.928969740867615)  --> STEP: 17 | > loss_disc: 2.3547112941741943 (2.2901971340179443) | > loss_disc_real_0: 0.06482014060020447 (0.0926832071341136) | > loss_disc_real_1: 0.18565373122692108 (0.16956783086061478) | > loss_disc_real_2: 0.23455478250980377 (0.21852779213119955) | > loss_disc_real_3: 0.2480679452419281 (0.2507409541045918) | > loss_disc_real_4: 0.27588239312171936 (0.22771644942900715) | > loss_disc_real_5: 0.3168797791004181 (0.2434826572151745) | > loss_0: 2.3547112941741943 (2.2901971340179443) | > loss_gen: 2.491420030593872 (2.4405774789697983) | > loss_kl: 2.1380414962768555 (2.656382111942067) | > loss_feat: 9.007535934448242 (7.435433976790485) | > loss_mel: 19.243270874023438 (19.175186830408432) | > loss_duration: 2.39658522605896 (2.300676668391508) | > loss_1: 35.276851654052734 (34.008256912231445)  --> STEP: 18 | > loss_disc: 2.382427215576172 (2.2953210274378457) | > loss_disc_real_0: 0.10030695796012878 (0.09310674884666999) | > loss_disc_real_1: 0.1840345412492752 (0.17037153699331814) | > loss_disc_real_2: 0.21146348118782043 (0.21813533041212294) | > loss_disc_real_3: 0.22514711320400238 (0.24931907405455908) | > loss_disc_real_4: 0.18854199349880219 (0.22554009076621798) | > loss_disc_real_5: 0.22268854081630707 (0.24232742852634853) | > loss_0: 2.382427215576172 (2.2953210274378457) | > loss_gen: 2.264158248901367 (2.4307764106326633) | > loss_kl: 2.7233667373657227 (2.6601034800211587) | > loss_feat: 8.341686248779297 (7.485781325234307) | > loss_mel: 18.304670333862305 (19.126824802822536) | > loss_duration: 2.2666823863983154 (2.2987880971696644) | > loss_1: 33.90056610107422 (34.002274089389374)  --> STEP: 19 | > loss_disc: 2.42631196975708 (2.302215287559911) | > loss_disc_real_0: 0.14156167209148407 (0.0956570079648181) | > loss_disc_real_1: 0.1458011418581009 (0.16907835830199092) | > loss_disc_real_2: 0.20880183577537537 (0.2176440938522941) | > loss_disc_real_3: 0.2650676965713501 (0.2501479489238639) | > loss_disc_real_4: 0.23916710913181305 (0.22625730225914403) | > loss_disc_real_5: 0.2646840512752533 (0.24350409288155406) | > loss_0: 2.42631196975708 (2.302215287559911) | > loss_gen: 2.1934361457824707 (2.418284817745811) | > loss_kl: 1.8098844289779663 (2.615355108913622) | > loss_feat: 6.710587978363037 (7.444981675398977) | > loss_mel: 18.12461280822754 (19.074076803107012) | > loss_duration: 2.2531282901763916 (2.2963849494331763) | > loss_1: 31.09164810180664 (33.849083247937656)  --> STEP: 20 | > loss_disc: 2.275184392929077 (2.300863742828369) | > loss_disc_real_0: 0.12084563821554184 (0.09691643947735429) | > loss_disc_real_1: 0.1312083750963211 (0.16718485914170741) | > loss_disc_real_2: 0.2915771007537842 (0.22134074419736863) | > loss_disc_real_3: 0.24413517117500305 (0.24984731003642083) | > loss_disc_real_4: 0.288813978433609 (0.22938513606786728) | > loss_disc_real_5: 0.3388030230998993 (0.2482690393924713) | > loss_0: 2.275184392929077 (2.300863742828369) | > loss_gen: 2.9748048782348633 (2.4461108207702638) | > loss_kl: 2.193756341934204 (2.5942751705646514) | > loss_feat: 9.298998832702637 (7.53768253326416) | > loss_mel: 20.299997329711914 (19.135372829437255) | > loss_duration: 2.274174690246582 (2.2952744364738464) | > loss_1: 37.04172897338867 (34.008715534210204)  --> STEP: 21 | > loss_disc: 2.341810703277588 (2.3028135980878557) | > loss_disc_real_0: 0.07432496547698975 (0.09584065500114645) | > loss_disc_real_1: 0.151528462767601 (0.16643931645722615) | > loss_disc_real_2: 0.2512269616127014 (0.22276389740762256) | > loss_disc_real_3: 0.206165611743927 (0.24776722916534968) | > loss_disc_real_4: 0.26069456338882446 (0.23087606117838905) | > loss_disc_real_5: 0.2834412455558777 (0.24994390635263353) | > loss_0: 2.341810703277588 (2.3028135980878557) | > loss_gen: 2.3356142044067383 (2.4408490771339055) | > loss_kl: 2.272167682647705 (2.5789367187590826) | > loss_feat: 6.599052906036377 (7.492985884348552) | > loss_mel: 16.935203552246094 (19.030602863856725) | > loss_duration: 2.1385068893432617 (2.2878093151819137) | > loss_1: 30.28054428100586 (33.8311835697719)  --> STEP: 22 | > loss_disc: 2.3885998725891113 (2.3067129742015493) | > loss_disc_real_0: 0.14611370861530304 (0.09812579380178993) | > loss_disc_real_1: 0.16332067549228668 (0.1662975600497289) | > loss_disc_real_2: 0.17158937454223633 (0.2204377827319232) | > loss_disc_real_3: 0.1867304891347885 (0.24499283189123328) | > loss_disc_real_4: 0.24428805708885193 (0.23148569735613736) | > loss_disc_real_5: 0.18740233778953552 (0.24710110778158362) | > loss_0: 2.3885998725891113 (2.3067129742015493) | > loss_gen: 2.157426357269287 (2.4279662262309682) | > loss_kl: 1.9950004816055298 (2.55239416252483) | > loss_feat: 7.394797325134277 (7.48852276802063) | > loss_mel: 17.684322357177734 (18.969408295371316) | > loss_duration: 2.147388219833374 (2.2814265381206167) | > loss_1: 31.378934860229492 (33.719717719338156)  --> STEP: 23 | > loss_disc: 2.6641592979431152 (2.3222541187120522) | > loss_disc_real_0: 0.1229494959115982 (0.09920508519786855) | > loss_disc_real_1: 0.2014484405517578 (0.16782585920199103) | > loss_disc_real_2: 0.2335081696510315 (0.22100606042405832) | > loss_disc_real_3: 0.2672950029373169 (0.24596249150193256) | > loss_disc_real_4: 0.31262412667274475 (0.2350134551525116) | > loss_disc_real_5: 0.30928835272789 (0.24980490104011868) | > loss_0: 2.6641592979431152 (2.3222541187120522) | > loss_gen: 2.157463550567627 (2.416205240332562) | > loss_kl: 2.3551018238067627 (2.5438162347544795) | > loss_feat: 5.75715970993042 (7.413246113321056) | > loss_mel: 17.10152244567871 (18.888195867123812) | > loss_duration: 2.2573025226593018 (2.280377667883168) | > loss_1: 29.628549575805664 (33.5418408435324)  --> STEP: 24 | > loss_disc: 2.119565725326538 (2.313808768987656) | > loss_disc_real_0: 0.09550287574529648 (0.09905082647067805) | > loss_disc_real_1: 0.15098686516284943 (0.16712423445036015) | > loss_disc_real_2: 0.22629274427890778 (0.22122633891801038) | > loss_disc_real_3: 0.21716484427452087 (0.24476258953412375) | > loss_disc_real_4: 0.19114264845848083 (0.23318550487359366) | > loss_disc_real_5: 0.19670026004314423 (0.24759220766524473) | > loss_0: 2.119565725326538 (2.313808768987656) | > loss_gen: 2.6069207191467285 (2.4241517186164856) | > loss_kl: 2.2024998664855957 (2.5295947194099426) | > loss_feat: 6.796840190887451 (7.387562533219655) | > loss_mel: 18.789295196533203 (18.8840750058492) | > loss_duration: 2.417283296585083 (2.286082069079081) | > loss_1: 32.81283950805664 (33.51146578788757)  --> STEP: 25 | > loss_disc: 2.6170527935028076 (2.3259385299682624) | > loss_disc_real_0: 0.17643612623214722 (0.10214623846113682) | > loss_disc_real_1: 0.18763507902622223 (0.16794466823339463) | > loss_disc_real_2: 0.3381160795688629 (0.2259019285440445) | > loss_disc_real_3: 0.2370789349079132 (0.2444552433490753) | > loss_disc_real_4: 0.3114871680736542 (0.23631757140159607) | > loss_disc_real_5: 0.2405390739440918 (0.24731008231639862) | > loss_0: 2.6170527935028076 (2.3259385299682624) | > loss_gen: 2.2667768001556396 (2.4178567218780516) | > loss_kl: 2.312398910522461 (2.5209068870544433) | > loss_feat: 5.772173881530762 (7.3229469871521) | > loss_mel: 17.010873794555664 (18.80914695739746) | > loss_duration: 2.32802677154541 (2.2877598571777344) | > loss_1: 29.690250396728516 (33.35861717224121)  --> STEP: 26 | > loss_disc: 2.226799964904785 (2.322125508235052) | > loss_disc_real_0: 0.08442209661006927 (0.10146454069763422) | > loss_disc_real_1: 0.1554242968559265 (0.16746311548810738) | > loss_disc_real_2: 0.17454788088798523 (0.2239267728649653) | > loss_disc_real_3: 0.16907769441604614 (0.24155610685165113) | > loss_disc_real_4: 0.21911415457725525 (0.2356559015237368) | > loss_disc_real_5: 0.20645774900913239 (0.24573883872765762) | > loss_0: 2.226799964904785 (2.322125508235052) | > loss_gen: 2.3441002368927 (2.4150199339939995) | > loss_kl: 2.2435414791107178 (2.5102389867489157) | > loss_feat: 9.875675201416016 (7.4211288415468655) | > loss_mel: 20.156097412109375 (18.86095274411715) | > loss_duration: 2.276421070098877 (2.2873237499823937) | > loss_1: 36.895835876464844 (33.49466404548058) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025443388865544246 (+0.00011679759392371541) | > avg_loss_disc: 2.322125508235052 (-0.10122393644773009) | > avg_loss_disc_real_0: 0.10146454069763422 (-0.005196637187439665) | > avg_loss_disc_real_1: 0.16746311548810738 (-0.08658018049139243) | > avg_loss_disc_real_2: 0.2239267728649653 (-0.03256253611582974) | > avg_loss_disc_real_3: 0.24155610685165113 (-0.06329799042298245) | > avg_loss_disc_real_4: 0.2356559015237368 (+0.003261364996433258) | > avg_loss_disc_real_5: 0.24573883872765762 (-0.025545419408724845) | > avg_loss_0: 2.322125508235052 (-0.10122393644773009) | > avg_loss_gen: 2.4150199339939995 (-0.1454218167525072) | > avg_loss_kl: 2.5102389867489157 (+0.16313245663276144) | > avg_loss_feat: 7.4211288415468655 (+0.5228691101074219) | > avg_loss_mel: 18.86095274411715 (+0.2014269461998559) | > avg_loss_duration: 2.2873237499823937 (-0.006817973577058822) | > avg_loss_1: 33.49466404548058 (+0.7351886309110185)  > EPOCH: 274/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 02:59:49)   --> TIME: 2024-06-11 02:59:52 -- STEP: 4/330 -- GLOBAL_STEP: 178425 | > loss_disc: 2.3338937759399414 (2.320035934448242) | > loss_disc_real_0: 0.11203628778457642 (0.10168514773249626) | > loss_disc_real_1: 0.24993523955345154 (0.1775001958012581) | > loss_disc_real_2: 0.2166326642036438 (0.20230256393551826) | > loss_disc_real_3: 0.20053312182426453 (0.20787375792860985) | > loss_disc_real_4: 0.2052450031042099 (0.22183144837617874) | > loss_disc_real_5: 0.230282723903656 (0.21750153601169586) | > loss_0: 2.3338937759399414 (2.320035934448242) | > grad_norm_0: tensor(6.5093, device='cuda:0') (tensor(8.3301, device='cuda:0')) | > loss_gen: 2.531536102294922 (2.5138967037200928) | > loss_kl: 1.7244020700454712 (1.8354186117649078) | > loss_feat: 7.032625198364258 (7.00870156288147) | > loss_mel: 18.771390914916992 (18.926571369171143) | > loss_duration: 2.2720260620117188 (2.27577006816864) | > loss_1: 32.33198165893555 (32.560359954833984) | > grad_norm_1: tensor(52.9009, device='cuda:0') (tensor(90.3367, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.352 (0.35330647230148315) | > loader_time: 0.0031 (0.0032567977905273438)  --> TIME: 2024-06-11 03:00:01 -- STEP: 29/330 -- GLOBAL_STEP: 178450 | > loss_disc: 2.276052713394165 (2.313366750190997) | > loss_disc_real_0: 0.11681167781352997 (0.10485997282225511) | > loss_disc_real_1: 0.19554224610328674 (0.19936895370483398) | > loss_disc_real_2: 0.213871568441391 (0.2111294043475184) | > loss_disc_real_3: 0.23707479238510132 (0.22717989827024526) | > loss_disc_real_4: 0.22830085456371307 (0.22672113570673713) | > loss_disc_real_5: 0.24485525488853455 (0.21827431280037451) | > loss_0: 2.276052713394165 (2.313366750190997) | > grad_norm_0: tensor(8.7503, device='cuda:0') (tensor(9.4166, device='cuda:0')) | > loss_gen: 2.5292656421661377 (2.5225193582732106) | > loss_kl: 1.7365126609802246 (1.80968753633828) | > loss_feat: 7.409483909606934 (7.120691085683888) | > loss_mel: 18.650461196899414 (18.81898919467268) | > loss_duration: 2.0660300254821777 (2.102290502909957) | > loss_1: 32.391754150390625 (32.37417793273926) | > grad_norm_1: tensor(87.2163, device='cuda:0') (tensor(92.3359, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3555 (0.35722794203922664) | > loader_time: 0.003 (0.003259798576091898)  --> TIME: 2024-06-11 03:00:10 -- STEP: 54/330 -- GLOBAL_STEP: 178475 | > loss_disc: 2.2291226387023926 (2.316101838041234) | > loss_disc_real_0: 0.08945147693157196 (0.10867677311654445) | > loss_disc_real_1: 0.19492049515247345 (0.20027638695858146) | > loss_disc_real_2: 0.25053343176841736 (0.21560702114193528) | > loss_disc_real_3: 0.2165144830942154 (0.22501035945283043) | > loss_disc_real_4: 0.21289953589439392 (0.22377048212069053) | > loss_disc_real_5: 0.18893477320671082 (0.2123419565183145) | > loss_0: 2.2291226387023926 (2.316101838041234) | > grad_norm_0: tensor(5.8605, device='cuda:0') (tensor(8.6420, device='cuda:0')) | > loss_gen: 2.5577099323272705 (2.5256008130532726) | > loss_kl: 1.8287959098815918 (1.8267994037380926) | > loss_feat: 7.922558784484863 (7.184291433404993) | > loss_mel: 19.209917068481445 (18.82869098804616) | > loss_duration: 2.0063047409057617 (2.065946645206875) | > loss_1: 33.52528762817383 (32.43132944460268) | > grad_norm_1: tensor(66.5615, device='cuda:0') (tensor(91.0356, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3532 (0.35991488562689894) | > loader_time: 0.0034 (0.0034707563894766347)  --> TIME: 2024-06-11 03:00:20 -- STEP: 79/330 -- GLOBAL_STEP: 178500 | > loss_disc: 2.2624945640563965 (2.3163183550291424) | > loss_disc_real_0: 0.12958110868930817 (0.10999964102159572) | > loss_disc_real_1: 0.23176132142543793 (0.1985376718678052) | > loss_disc_real_2: 0.22500458359718323 (0.21552158514910105) | > loss_disc_real_3: 0.2296222448348999 (0.22477957530866696) | > loss_disc_real_4: 0.23642803728580475 (0.22408186333088936) | > loss_disc_real_5: 0.19540099799633026 (0.21455649767495408) | > loss_0: 2.2624945640563965 (2.3163183550291424) | > grad_norm_0: tensor(16.8292, device='cuda:0') (tensor(9.7242, device='cuda:0')) | > loss_gen: 2.759108066558838 (2.5361780788325055) | > loss_kl: 1.7270163297653198 (1.8327586982823625) | > loss_feat: 6.9882049560546875 (7.243069177941431) | > loss_mel: 18.19913101196289 (18.84211368802228) | > loss_duration: 2.010507822036743 (2.0532330395300176) | > loss_1: 31.68396759033203 (32.507352828979485) | > grad_norm_1: tensor(256.0575, device='cuda:0') (tensor(109.9574, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.376 (0.3625095584724524) | > loader_time: 0.0036 (0.003506379791452915) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_178500.pth  --> TIME: 2024-06-11 03:00:34 -- STEP: 104/330 -- GLOBAL_STEP: 178525 | > loss_disc: 2.214907646179199 (2.316782249854161) | > loss_disc_real_0: 0.0890822634100914 (0.11138409204207934) | > loss_disc_real_1: 0.16877315938472748 (0.19913552543864801) | > loss_disc_real_2: 0.20002731680870056 (0.21465748161650622) | > loss_disc_real_3: 0.24034196138381958 (0.22605685359583452) | > loss_disc_real_4: 0.21241125464439392 (0.2241606887143392) | > loss_disc_real_5: 0.23031756281852722 (0.2141052187921909) | > loss_0: 2.214907646179199 (2.316782249854161) | > grad_norm_0: tensor(4.0723, device='cuda:0') (tensor(9.9281, device='cuda:0')) | > loss_gen: 2.727633476257324 (2.5380674004554753) | > loss_kl: 1.9608908891677856 (1.8358253584458277) | > loss_feat: 8.077171325683594 (7.260674609587743) | > loss_mel: 19.064083099365234 (18.829773022578312) | > loss_duration: 2.0790085792541504 (2.0513139917300305) | > loss_1: 33.908790588378906 (32.51565438050491) | > grad_norm_1: tensor(100.1675, device='cuda:0') (tensor(118.0995, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3751 (0.3660923907390009) | > loader_time: 0.0045 (0.0036022777740771952)  --> TIME: 2024-06-11 03:00:44 -- STEP: 129/330 -- GLOBAL_STEP: 178550 | > loss_disc: 2.2333884239196777 (2.3130507191946337) | > loss_disc_real_0: 0.08526232838630676 (0.11218101236709328) | > loss_disc_real_1: 0.17962494492530823 (0.19752519248529923) | > loss_disc_real_2: 0.2099124789237976 (0.2146991640329361) | > loss_disc_real_3: 0.23243296146392822 (0.22602749794952628) | > loss_disc_real_4: 0.1987834870815277 (0.22338585093501925) | > loss_disc_real_5: 0.22130979597568512 (0.213579542992651) | > loss_0: 2.2333884239196777 (2.3130507191946337) | > grad_norm_0: tensor(8.7241, device='cuda:0') (tensor(10.0661, device='cuda:0')) | > loss_gen: 2.6751933097839355 (2.542144804961922) | > loss_kl: 1.9037443399429321 (1.8407184061153914) | > loss_feat: 7.366949558258057 (7.308754865513292) | > loss_mel: 19.77594757080078 (18.82894288292227) | > loss_duration: 2.0305335521698 (2.0510450093321113) | > loss_1: 33.75236892700195 (32.57160588937213) | > grad_norm_1: tensor(91.4987, device='cuda:0') (tensor(119.8685, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3687 (0.3669124592182249) | > loader_time: 0.0049 (0.003700158392736154)  --> TIME: 2024-06-11 03:00:53 -- STEP: 154/330 -- GLOBAL_STEP: 178575 | > loss_disc: 2.329805850982666 (2.3121462239847546) | > loss_disc_real_0: 0.14351685345172882 (0.11296504876249797) | > loss_disc_real_1: 0.17159922420978546 (0.1989082207346892) | > loss_disc_real_2: 0.22427436709403992 (0.21441740010465896) | > loss_disc_real_3: 0.22406654059886932 (0.22609320108766678) | > loss_disc_real_4: 0.21708062291145325 (0.22288890328113134) | > loss_disc_real_5: 0.21001112461090088 (0.2135433829449988) | > loss_0: 2.329805850982666 (2.3121462239847546) | > grad_norm_0: tensor(11.3997, device='cuda:0') (tensor(10.4824, device='cuda:0')) | > loss_gen: 2.551149368286133 (2.547054112731636) | > loss_kl: 1.8455402851104736 (1.838528285552929) | > loss_feat: 7.675690174102783 (7.31105595749694) | > loss_mel: 18.8332576751709 (18.831018683198206) | > loss_duration: 2.0627331733703613 (2.0522752829960424) | > loss_1: 32.9683723449707 (32.57993228714189) | > grad_norm_1: tensor(181.3425, device='cuda:0') (tensor(127.0051, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3888 (0.36890978317756173) | > loader_time: 0.0042 (0.00380480753911006)  --> TIME: 2024-06-11 03:01:03 -- STEP: 179/330 -- GLOBAL_STEP: 178600 | > loss_disc: 2.3148574829101562 (2.313812580854532) | > loss_disc_real_0: 0.103563591837883 (0.11294119884181955) | > loss_disc_real_1: 0.19285976886749268 (0.1987871823197637) | > loss_disc_real_2: 0.207041397690773 (0.21472328693174117) | > loss_disc_real_3: 0.21993209421634674 (0.22622413159082722) | > loss_disc_real_4: 0.21630220115184784 (0.22272322980385253) | > loss_disc_real_5: 0.2193155735731125 (0.2135506036727788) | > loss_0: 2.3148574829101562 (2.313812580854532) | > grad_norm_0: tensor(14.1220, device='cuda:0') (tensor(11.9904, device='cuda:0')) | > loss_gen: 2.470507860183716 (2.5458563213241834) | > loss_kl: 1.8870480060577393 (1.839116814416214) | > loss_feat: 7.6195807456970215 (7.317457279013522) | > loss_mel: 18.195213317871094 (18.803525050925142) | > loss_duration: 2.100266218185425 (2.057418739329505) | > loss_1: 32.27261734008789 (32.56337418369742) | > grad_norm_1: tensor(417.2719, device='cuda:0') (tensor(147.3769, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3738 (0.37068459974320905) | > loader_time: 0.0054 (0.003908230605738123)  --> TIME: 2024-06-11 03:01:13 -- STEP: 204/330 -- GLOBAL_STEP: 178625 | > loss_disc: 2.286658763885498 (2.3129151779062584) | > loss_disc_real_0: 0.106504425406456 (0.11290751372043993) | > loss_disc_real_1: 0.1895591914653778 (0.19877769980652663) | > loss_disc_real_2: 0.23823712766170502 (0.21442578323915892) | > loss_disc_real_3: 0.2237289845943451 (0.22638973644843288) | > loss_disc_real_4: 0.21285034716129303 (0.22329597284688668) | > loss_disc_real_5: 0.22140921652317047 (0.21409585378041454) | > loss_0: 2.286658763885498 (2.3129151779062584) | > grad_norm_0: tensor(41.6482, device='cuda:0') (tensor(13.6698, device='cuda:0')) | > loss_gen: 2.5179004669189453 (2.5508749449954315) | > loss_kl: 1.8250759840011597 (1.8356724422351987) | > loss_feat: 7.91746711730957 (7.3443263909396) | > loss_mel: 18.9231014251709 (18.787056464774935) | > loss_duration: 2.055006265640259 (2.0637467854163236) | > loss_1: 33.23855209350586 (32.581677025439696) | > grad_norm_1: tensor(196.5912, device='cuda:0') (tensor(169.0380, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.3814 (0.3736364070106955) | > loader_time: 0.0049 (0.004043383925568823)  --> TIME: 2024-06-11 03:01:23 -- STEP: 229/330 -- GLOBAL_STEP: 178650 | > loss_disc: 2.2885828018188477 (2.312518472754797) | > loss_disc_real_0: 0.13318796455860138 (0.11332745934677957) | > loss_disc_real_1: 0.19155728816986084 (0.199273676070584) | > loss_disc_real_2: 0.21939347684383392 (0.21398868154750642) | > loss_disc_real_3: 0.20965762436389923 (0.22597891899175518) | > loss_disc_real_4: 0.21785464882850647 (0.2228457124732988) | > loss_disc_real_5: 0.20295658707618713 (0.21377263813560185) | > loss_0: 2.2885828018188477 (2.312518472754797) | > grad_norm_0: tensor(67.8491, device='cuda:0') (tensor(16.2600, device='cuda:0')) | > loss_gen: 2.571847915649414 (2.5531968102184446) | > loss_kl: 1.931111216545105 (1.8318568514944684) | > loss_feat: 7.207691669464111 (7.341290257383122) | > loss_mel: 19.13162612915039 (18.74565630916945) | > loss_duration: 2.155730962753296 (2.07083321450579) | > loss_1: 32.99800491333008 (32.54283344485353) | > grad_norm_1: tensor(312.3916, device='cuda:0') (tensor(188.7270, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.4065 (0.37694560700628954) | > loader_time: 0.0051 (0.004178231460038228)  --> TIME: 2024-06-11 03:01:34 -- STEP: 254/330 -- GLOBAL_STEP: 178675 | > loss_disc: 2.3147945404052734 (2.3138701136656614) | > loss_disc_real_0: 0.09737661480903625 (0.11341180790245063) | > loss_disc_real_1: 0.17528699338436127 (0.19897410995143608) | > loss_disc_real_2: 0.21949897706508636 (0.21406240256752554) | > loss_disc_real_3: 0.21306349337100983 (0.22585479398881356) | > loss_disc_real_4: 0.24376939237117767 (0.22249301851499736) | > loss_disc_real_5: 0.22019000351428986 (0.21380126411755254) | > loss_0: 2.3147945404052734 (2.3138701136656614) | > grad_norm_0: tensor(29.6473, device='cuda:0') (tensor(18.4880, device='cuda:0')) | > loss_gen: 2.703629970550537 (2.556166734282426) | > loss_kl: 1.7489780187606812 (1.8297616609438199) | > loss_feat: 7.0536909103393555 (7.351597110117514) | > loss_mel: 19.189584732055664 (18.68168551527609) | > loss_duration: 2.0927886962890625 (2.076818250295683) | > loss_1: 32.788673400878906 (32.49602926059029) | > grad_norm_1: tensor(156.3739, device='cuda:0') (tensor(203.9020, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.4369 (0.381170853855103) | > loader_time: 0.0066 (0.004333327135701816)  --> TIME: 2024-06-11 03:01:46 -- STEP: 279/330 -- GLOBAL_STEP: 178700 | > loss_disc: 2.351963996887207 (2.3132264246650047) | > loss_disc_real_0: 0.11278766393661499 (0.1144315389295419) | > loss_disc_real_1: 0.2530413269996643 (0.19908108244446443) | > loss_disc_real_2: 0.21270112693309784 (0.21374569427368892) | > loss_disc_real_3: 0.21907371282577515 (0.22562445256872415) | > loss_disc_real_4: 0.22390682995319366 (0.2223527197555829) | > loss_disc_real_5: 0.22854670882225037 (0.21395841363723986) | > loss_0: 2.351963996887207 (2.3132264246650047) | > grad_norm_0: tensor(14.8837, device='cuda:0') (tensor(19.2420, device='cuda:0')) | > loss_gen: 2.5931901931762695 (2.5572619865444826) | > loss_kl: 1.9430439472198486 (1.8295980559455023) | > loss_feat: 7.206725597381592 (7.378030228358443) | > loss_mel: 18.294116973876953 (18.636389537524153) | > loss_duration: 2.1528496742248535 (2.0848528851744947) | > loss_1: 32.18992614746094 (32.486132686710675) | > grad_norm_1: tensor(214.9285, device='cuda:0') (tensor(216.2350, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.4409 (0.387523404158999) | > loader_time: 0.0074 (0.00448631727567283)  --> TIME: 2024-06-11 03:01:58 -- STEP: 304/330 -- GLOBAL_STEP: 178725 | > loss_disc: 2.4823460578918457 (2.3136502739630225) | > loss_disc_real_0: 0.10988795012235641 (0.11504687284315496) | > loss_disc_real_1: 0.1639259308576584 (0.19996191267120214) | > loss_disc_real_2: 0.23253233730793 (0.21380630351210894) | > loss_disc_real_3: 0.22174112498760223 (0.22514029518750153) | > loss_disc_real_4: 0.20105908811092377 (0.222099145972415) | > loss_disc_real_5: 0.1783406287431717 (0.21367612623266483) | > loss_0: 2.4823460578918457 (2.3136502739630225) | > grad_norm_0: tensor(7.2009, device='cuda:0') (tensor(19.6881, device='cuda:0')) | > loss_gen: 2.499232053756714 (2.5567023989401365) | > loss_kl: 1.9174009561538696 (1.8313002637342404) | > loss_feat: 8.340725898742676 (7.408117506064866) | > loss_mel: 17.880542755126953 (18.59747812622472) | > loss_duration: 2.2393548488616943 (2.0946115090658783) | > loss_1: 32.877254486083984 (32.48820976207127) | > grad_norm_1: tensor(77.1890, device='cuda:0') (tensor(223.1202, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.4825 (0.39405085773844456) | > loader_time: 0.0078 (0.004683644363754672)  --> TIME: 2024-06-11 03:02:27 -- STEP: 329/330 -- GLOBAL_STEP: 178750 | > loss_disc: 2.576991081237793 (2.3226026235018074) | > loss_disc_real_0: 0.1869598925113678 (0.11676166660653421) | > loss_disc_real_1: 0.1454894244670868 (0.20133588021468246) | > loss_disc_real_2: 0.21120189130306244 (0.21421401089447972) | > loss_disc_real_3: 0.2643672227859497 (0.22582506576388803) | > loss_disc_real_4: 0.2627973258495331 (0.2231137348978715) | > loss_disc_real_5: 0.22826607525348663 (0.21446245641512712) | > loss_0: 2.576991081237793 (2.3226026235018074) | > grad_norm_0: tensor(9.8249, device='cuda:0') (tensor(19.2906, device='cuda:0')) | > loss_gen: 2.2932729721069336 (2.550159626094041) | > loss_kl: 2.0764920711517334 (1.8414749744090628) | > loss_feat: 10.64582347869873 (7.49437921315341) | > loss_mel: 19.450088500976562 (18.56363142877364) | > loss_duration: 2.2561161518096924 (2.107748538165105) | > loss_1: 36.72179412841797 (32.557393732041916) | > grad_norm_1: tensor(288.8550, device='cuda:0') (tensor(222.5286, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 15.3561 (0.45268300673881906) | > loader_time: 0.0347 (0.005175661533436876)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.451698064804077 (2.451698064804077) | > loss_disc_real_0: 0.11198803782463074 (0.11198803782463074) | > loss_disc_real_1: 0.19950929284095764 (0.19950929284095764) | > loss_disc_real_2: 0.24439646303653717 (0.24439646303653717) | > loss_disc_real_3: 0.2962180972099304 (0.2962180972099304) | > loss_disc_real_4: 0.23415128886699677 (0.23415128886699677) | > loss_disc_real_5: 0.26392242312431335 (0.26392242312431335) | > loss_0: 2.451698064804077 (2.451698064804077) | > loss_gen: 2.2644081115722656 (2.2644081115722656) | > loss_kl: 2.111402988433838 (2.111402988433838) | > loss_feat: 4.858861446380615 (4.858861446380615) | > loss_mel: 14.368966102600098 (14.368966102600098) | > loss_duration: 2.838308095932007 (2.838308095932007) | > loss_1: 26.441946029663086 (26.441946029663086)  --> STEP: 1 | > loss_disc: 2.4145984649658203 (2.4145984649658203) | > loss_disc_real_0: 0.11366929113864899 (0.11366929113864899) | > loss_disc_real_1: 0.1648491770029068 (0.1648491770029068) | > loss_disc_real_2: 0.28044557571411133 (0.28044557571411133) | > loss_disc_real_3: 0.2933974266052246 (0.2933974266052246) | > loss_disc_real_4: 0.29114264249801636 (0.29114264249801636) | > loss_disc_real_5: 0.2430291324853897 (0.2430291324853897) | > loss_0: 2.4145984649658203 (2.4145984649658203) | > loss_gen: 2.419128656387329 (2.419128656387329) | > loss_kl: 1.8765983581542969 (1.8765983581542969) | > loss_feat: 5.310105800628662 (5.310105800628662) | > loss_mel: 18.140668869018555 (18.140668869018555) | > loss_duration: 2.400820732116699 (2.400820732116699) | > loss_1: 30.147323608398438 (30.147323608398438)  --> STEP: 2 | > loss_disc: 2.2258667945861816 (2.320232629776001) | > loss_disc_real_0: 0.05406660959124565 (0.08386795036494732) | > loss_disc_real_1: 0.09106297791004181 (0.1279560774564743) | > loss_disc_real_2: 0.20874372124671936 (0.24459464848041534) | > loss_disc_real_3: 0.1938180923461914 (0.243607759475708) | > loss_disc_real_4: 0.17910517752170563 (0.235123910009861) | > loss_disc_real_5: 0.184355229139328 (0.21369218081235886) | > loss_0: 2.2258667945861816 (2.320232629776001) | > loss_gen: 2.0444347858428955 (2.2317817211151123) | > loss_kl: 2.508336305618286 (2.1924673318862915) | > loss_feat: 6.194944381713867 (5.752525091171265) | > loss_mel: 20.237302780151367 (19.18898582458496) | > loss_duration: 2.4971957206726074 (2.4490082263946533) | > loss_1: 33.48221206665039 (31.814767837524414)  --> STEP: 3 | > loss_disc: 2.1319291591644287 (2.25746480623881) | > loss_disc_real_0: 0.07993577420711517 (0.08255722497900327) | > loss_disc_real_1: 0.12675002217292786 (0.1275540590286255) | > loss_disc_real_2: 0.18456198275089264 (0.22458375990390778) | > loss_disc_real_3: 0.2776571214199066 (0.25495754679044086) | > loss_disc_real_4: 0.22745007276535034 (0.23256596426169077) | > loss_disc_real_5: 0.260195255279541 (0.2291932056347529) | > loss_0: 2.1319291591644287 (2.25746480623881) | > loss_gen: 2.507145643234253 (2.3235696951548257) | > loss_kl: 2.3768508434295654 (2.2539285024007163) | > loss_feat: 7.129613876342773 (6.2115546862284345) | > loss_mel: 20.204851150512695 (19.527607599894207) | > loss_duration: 2.2087743282318115 (2.3689302603403726) | > loss_1: 34.4272346496582 (32.68559010823568)  --> STEP: 4 | > loss_disc: 2.3682634830474854 (2.285164475440979) | > loss_disc_real_0: 0.1574763059616089 (0.10128699522465467) | > loss_disc_real_1: 0.15749262273311615 (0.13503869995474815) | > loss_disc_real_2: 0.2794293463230133 (0.23829515650868416) | > loss_disc_real_3: 0.23544788360595703 (0.2500801309943199) | > loss_disc_real_4: 0.2143622487783432 (0.22801503539085388) | > loss_disc_real_5: 0.2607240378856659 (0.23707591369748116) | > loss_0: 2.3682634830474854 (2.285164475440979) | > loss_gen: 2.4266018867492676 (2.3493277430534363) | > loss_kl: 2.9843759536743164 (2.436540365219116) | > loss_feat: 7.3259968757629395 (6.4901652336120605) | > loss_mel: 17.80230712890625 (19.096282482147217) | > loss_duration: 2.27479887008667 (2.345397412776947) | > loss_1: 32.81407928466797 (32.71771240234375)  --> STEP: 5 | > loss_disc: 2.5125181674957275 (2.3306352138519286) | > loss_disc_real_0: 0.12414364516735077 (0.1058583252131939) | > loss_disc_real_1: 0.20266032218933105 (0.14856302440166474) | > loss_disc_real_2: 0.3499189019203186 (0.26061990559101106) | > loss_disc_real_3: 0.3172392249107361 (0.26351194977760317) | > loss_disc_real_4: 0.2266503870487213 (0.22774210572242737) | > loss_disc_real_5: 0.19198158383369446 (0.22805704772472382) | > loss_0: 2.5125181674957275 (2.3306352138519286) | > loss_gen: 2.5276269912719727 (2.3849875926971436) | > loss_kl: 1.442526936531067 (2.2377376794815063) | > loss_feat: 6.306603908538818 (6.4534529685974125) | > loss_mel: 20.090106964111328 (19.29504737854004) | > loss_duration: 2.3297011852264404 (2.342258167266846) | > loss_1: 32.696563720703125 (32.71348266601562)  --> STEP: 6 | > loss_disc: 2.326526165008545 (2.3299503723780313) | > loss_disc_real_0: 0.09794111549854279 (0.10453879026075204) | > loss_disc_real_1: 0.1934324949979782 (0.15604126950105032) | > loss_disc_real_2: 0.30159324407577515 (0.2674487953384717) | > loss_disc_real_3: 0.2692984938621521 (0.26447637379169464) | > loss_disc_real_4: 0.1940164566040039 (0.22212116420269012) | > loss_disc_real_5: 0.22204633057117462 (0.2270552615324656) | > loss_0: 2.326526165008545 (2.3299503723780313) | > loss_gen: 2.4962024688720703 (2.403523405392965) | > loss_kl: 2.2434844970703125 (2.238695482412974) | > loss_feat: 5.700911045074463 (6.328029314676921) | > loss_mel: 19.478662490844727 (19.325649897257488) | > loss_duration: 2.1090269088745117 (2.3033862908681235) | > loss_1: 32.02828598022461 (32.59928321838379)  --> STEP: 7 | > loss_disc: 2.323223114013672 (2.328989335468837) | > loss_disc_real_0: 0.07862605154514313 (0.10083697044423648) | > loss_disc_real_1: 0.12046375125646591 (0.1509587668946811) | > loss_disc_real_2: 0.22347503900527954 (0.2611668301480157) | > loss_disc_real_3: 0.29954633116722107 (0.26948636770248413) | > loss_disc_real_4: 0.2520662844181061 (0.22639903851917811) | > loss_disc_real_5: 0.25535666942596436 (0.23109831980296544) | > loss_0: 2.323223114013672 (2.328989335468837) | > loss_gen: 2.4006645679473877 (2.4031150000435963) | > loss_kl: 3.1765313148498535 (2.3726720299039568) | > loss_feat: 6.809486389160156 (6.396808896745954) | > loss_mel: 19.299633026123047 (19.32193320138114) | > loss_duration: 2.481161594390869 (2.328782762799944) | > loss_1: 34.167476654052734 (32.82331085205078)  --> STEP: 8 | > loss_disc: 2.2022697925567627 (2.313149392604828) | > loss_disc_real_0: 0.10330415517091751 (0.10114536853507161) | > loss_disc_real_1: 0.12534785270690918 (0.14775740262120962) | > loss_disc_real_2: 0.22154513001441956 (0.2562141176313162) | > loss_disc_real_3: 0.23476240038871765 (0.2651458717882633) | > loss_disc_real_4: 0.22502706944942474 (0.22622754238545895) | > loss_disc_real_5: 0.21440640091896057 (0.22901182994246483) | > loss_0: 2.2022697925567627 (2.313149392604828) | > loss_gen: 2.5363800525665283 (2.419773131608963) | > loss_kl: 2.385514736175537 (2.3742773681879044) | > loss_feat: 7.810177326202393 (6.573479950428009) | > loss_mel: 18.633647918701172 (19.235897541046143) | > loss_duration: 2.225001335144043 (2.3158100843429565) | > loss_1: 33.590721130371094 (32.91923713684082)  --> STEP: 9 | > loss_disc: 2.6545019149780273 (2.3510774506462946) | > loss_disc_real_0: 0.10464869439601898 (0.10153462696406576) | > loss_disc_real_1: 0.18854950368404388 (0.15228985829485786) | > loss_disc_real_2: 0.24592329561710358 (0.25507069296307033) | > loss_disc_real_3: 0.2981926500797272 (0.2688177360428704) | > loss_disc_real_4: 0.2458174079656601 (0.2284041941165924) | > loss_disc_real_5: 0.31982117891311646 (0.23910175760587057) | > loss_0: 2.6545019149780273 (2.3510774506462946) | > loss_gen: 2.1081554889678955 (2.385148949093289) | > loss_kl: 2.243952751159668 (2.359796855184767) | > loss_feat: 8.384438514709473 (6.774697568681505) | > loss_mel: 19.544322967529297 (19.270167032877605) | > loss_duration: 2.1289162635803223 (2.2950441042582193) | > loss_1: 34.409786224365234 (33.08485370212131)  --> STEP: 10 | > loss_disc: 2.08817720413208 (2.324787425994873) | > loss_disc_real_0: 0.10326143354177475 (0.10170730762183666) | > loss_disc_real_1: 0.15438340604305267 (0.15249921306967734) | > loss_disc_real_2: 0.23699705302715302 (0.2532633289694786) | > loss_disc_real_3: 0.2859451472759247 (0.27053047716617584) | > loss_disc_real_4: 0.21346844732761383 (0.22691061943769456) | > loss_disc_real_5: 0.23699277639389038 (0.23889085948467254) | > loss_0: 2.08817720413208 (2.324787425994873) | > loss_gen: 2.7257442474365234 (2.4192084789276125) | > loss_kl: 1.945282220840454 (2.3183453917503356) | > loss_feat: 7.47535514831543 (6.844763326644897) | > loss_mel: 19.76028823852539 (19.319179153442384) | > loss_duration: 2.3505589962005615 (2.300595593452454) | > loss_1: 34.25722885131836 (33.202091217041016)  --> STEP: 11 | > loss_disc: 2.3709323406219482 (2.3289824182336982) | > loss_disc_real_0: 0.1337229460477829 (0.1046178202060136) | > loss_disc_real_1: 0.14238646626472473 (0.1515798724510453) | > loss_disc_real_2: 0.216777041554451 (0.24994639374993063) | > loss_disc_real_3: 0.2463482767343521 (0.2683320953087373) | > loss_disc_real_4: 0.20459362864494324 (0.22488180209289899) | > loss_disc_real_5: 0.2938527464866638 (0.24388739466667175) | > loss_0: 2.3709323406219482 (2.3289824182336982) | > loss_gen: 2.4245502948760986 (2.419694098559293) | > loss_kl: 3.1093688011169434 (2.3902566107836636) | > loss_feat: 6.989902973175049 (6.85795783996582) | > loss_mel: 17.15252685546875 (19.122210762717508) | > loss_duration: 2.3664631843566895 (2.3065835562619297) | > loss_1: 32.04281234741211 (33.09670222889293)  --> STEP: 12 | > loss_disc: 2.303928852081299 (2.3268946210543313) | > loss_disc_real_0: 0.0639510452747345 (0.10122892229507367) | > loss_disc_real_1: 0.15898218750953674 (0.1521967320392529) | > loss_disc_real_2: 0.23100359737873077 (0.248367827385664) | > loss_disc_real_3: 0.24352426826953888 (0.26626477638880414) | > loss_disc_real_4: 0.2033281922340393 (0.223085667937994) | > loss_disc_real_5: 0.18476088345050812 (0.23896018539865813) | > loss_0: 2.303928852081299 (2.3268946210543313) | > loss_gen: 2.4239585399627686 (2.420049468676249) | > loss_kl: 1.8493778705596924 (2.345183382431666) | > loss_feat: 7.704792022705078 (6.928527355194092) | > loss_mel: 19.071481704711914 (19.11798334121704) | > loss_duration: 2.221932888031006 (2.2995293339093528) | > loss_1: 33.271541595458984 (33.111272176106766)  --> STEP: 13 | > loss_disc: 2.3597521781921387 (2.3294221254495473) | > loss_disc_real_0: 0.048908039927482605 (0.0972042390360282) | > loss_disc_real_1: 0.2041877806186676 (0.15619604346843866) | > loss_disc_real_2: 0.21173496544361115 (0.245549914928583) | > loss_disc_real_3: 0.297128826379776 (0.26863893408041734) | > loss_disc_real_4: 0.20986545085906982 (0.22206872816269213) | > loss_disc_real_5: 0.19347423315048218 (0.23546126599495226) | > loss_0: 2.3597521781921387 (2.3294221254495473) | > loss_gen: 2.299391746520996 (2.4107681054335375) | > loss_kl: 2.5126097202301025 (2.3580623314930844) | > loss_feat: 10.016270637512207 (7.166046069218562) | > loss_mel: 18.625383377075195 (19.080091036283054) | > loss_duration: 2.120990753173828 (2.285795596929697) | > loss_1: 35.57464599609375 (33.30076246995192)  --> STEP: 14 | > loss_disc: 2.1651248931884766 (2.317686608859471) | > loss_disc_real_0: 0.07388845831155777 (0.09553882612713746) | > loss_disc_real_1: 0.12051378935575485 (0.1536473110318184) | > loss_disc_real_2: 0.20526772737503052 (0.24267261581761496) | > loss_disc_real_3: 0.2554343342781067 (0.2676957483802523) | > loss_disc_real_4: 0.20145229995250702 (0.22059612614767893) | > loss_disc_real_5: 0.2725870609283447 (0.2381131084901946) | > loss_0: 2.1651248931884766 (2.317686608859471) | > loss_gen: 2.457550048828125 (2.414109672818865) | > loss_kl: 3.316934823989868 (2.4265532238142833) | > loss_feat: 7.642172813415527 (7.200055122375488) | > loss_mel: 19.257144927978516 (19.09273774283273) | > loss_duration: 2.368365526199341 (2.2916934490203857) | > loss_1: 35.04216766357422 (33.425148555210654)  --> STEP: 15 | > loss_disc: 2.521104574203491 (2.3312478065490723) | > loss_disc_real_0: 0.08560117334127426 (0.09487631594141324) | > loss_disc_real_1: 0.1660131812095642 (0.15447170237700145) | > loss_disc_real_2: 0.28452903032302856 (0.2454630434513092) | > loss_disc_real_3: 0.24657881259918213 (0.2662879526615143) | > loss_disc_real_4: 0.16965511441230774 (0.21720005869865416) | > loss_disc_real_5: 0.21979719400405884 (0.2368920475244522) | > loss_0: 2.521104574203491 (2.3312478065490723) | > loss_gen: 2.0910041332244873 (2.3925693035125732) | > loss_kl: 2.678586721420288 (2.4433554569880167) | > loss_feat: 7.923451900482178 (7.248281574249267) | > loss_mel: 18.49749183654785 (19.053054682413737) | > loss_duration: 2.300168037414551 (2.2922584215799966) | > loss_1: 33.490699768066406 (33.429518636067705)  --> STEP: 16 | > loss_disc: 2.513324022293091 (2.3426275700330734) | > loss_disc_real_0: 0.0593147948384285 (0.0926537208724767) | > loss_disc_real_1: 0.1585387885570526 (0.15472589526325464) | > loss_disc_real_2: 0.2961719036102295 (0.24863234721124172) | > loss_disc_real_3: 0.24678266048431396 (0.26506887190043926) | > loss_disc_real_4: 0.21827751398086548 (0.21726739965379238) | > loss_disc_real_5: 0.2658582627773285 (0.23870243597775698) | > loss_0: 2.513324022293091 (2.3426275700330734) | > loss_gen: 2.2165048122406006 (2.381565272808075) | > loss_kl: 2.5541837215423584 (2.450282223522663) | > loss_feat: 6.734751224517822 (7.216185927391052) | > loss_mel: 15.655913352966309 (18.840733349323273) | > loss_duration: 2.3582212924957275 (2.29638110101223) | > loss_1: 29.519573211669922 (33.18514704704285)  --> STEP: 17 | > loss_disc: 2.31715989112854 (2.3411294712739834) | > loss_disc_real_0: 0.09611070156097412 (0.09285707267768242) | > loss_disc_real_1: 0.17066910862922668 (0.15566373134360595) | > loss_disc_real_2: 0.2531297206878662 (0.24889689859221964) | > loss_disc_real_3: 0.30857565999031067 (0.26762809472925525) | > loss_disc_real_4: 0.23089882731437683 (0.21806924833970912) | > loss_disc_real_5: 0.21809473633766174 (0.237490218351869) | > loss_0: 2.31715989112854 (2.3411294712739834) | > loss_gen: 2.408449411392212 (2.383146692724789) | > loss_kl: 2.0747108459472656 (2.42818978954764) | > loss_feat: 5.825058937072754 (7.1343549279605645) | > loss_mel: 18.635696411132812 (18.828672352959128) | > loss_duration: 2.3670055866241455 (2.3005354825188133) | > loss_1: 31.31092071533203 (33.074898439295154)  --> STEP: 18 | > loss_disc: 2.046065092086792 (2.3247370057635837) | > loss_disc_real_0: 0.061479199677705765 (0.09111385751101705) | > loss_disc_real_1: 0.1533750742673874 (0.15553658372826046) | > loss_disc_real_2: 0.20312905311584473 (0.2463542405101988) | > loss_disc_real_3: 0.2666670083999634 (0.2675747010442946) | > loss_disc_real_4: 0.2129581719636917 (0.2177852996521526) | > loss_disc_real_5: 0.19205179810523987 (0.23496586167150074) | > loss_0: 2.046065092086792 (2.3247370057635837) | > loss_gen: 2.877819776535034 (2.4106285307142468) | > loss_kl: 2.63126540184021 (2.439471768008338) | > loss_feat: 9.43287467956543 (7.26205046971639) | > loss_mel: 20.49604034423828 (18.921303908030193) | > loss_duration: 2.2277727127075195 (2.2964931064181857) | > loss_1: 37.665771484375 (33.32994694179959)  --> STEP: 19 | > loss_disc: 2.3568990230560303 (2.326429743515818) | > loss_disc_real_0: 0.07091117650270462 (0.09005055851057957) | > loss_disc_real_1: 0.19862662255764008 (0.15780448050875412) | > loss_disc_real_2: 0.23793408274650574 (0.2459110743121097) | > loss_disc_real_3: 0.32137230038642883 (0.270406153641249) | > loss_disc_real_4: 0.22619245946407318 (0.21822778174751684) | > loss_disc_real_5: 0.29888418316841125 (0.23832998385554865) | > loss_0: 2.3568990230560303 (2.326429743515818) | > loss_gen: 2.4382519721984863 (2.412082396055523) | > loss_kl: 2.0503339767456055 (2.418990831626089) | > loss_feat: 6.035884857177734 (7.197515437477513) | > loss_mel: 18.704544067382812 (18.90989549536454) | > loss_duration: 2.2945165634155273 (2.2963890778390983) | > loss_1: 31.52353286743164 (33.23487251683285)  --> STEP: 20 | > loss_disc: 2.5810048580169678 (2.339158499240875) | > loss_disc_real_0: 0.12988856434822083 (0.09204245880246163) | > loss_disc_real_1: 0.19056077301502228 (0.15944229513406755) | > loss_disc_real_2: 0.26363736391067505 (0.24679738879203797) | > loss_disc_real_3: 0.26913678646087646 (0.2703426852822304) | > loss_disc_real_4: 0.2312702238559723 (0.2188799038529396) | > loss_disc_real_5: 0.3200194835662842 (0.24241445884108542) | > loss_0: 2.5810048580169678 (2.339158499240875) | > loss_gen: 2.209325075149536 (2.4019445300102236) | > loss_kl: 2.110072374343872 (2.4035449087619782) | > loss_feat: 5.14402437210083 (7.094840884208679) | > loss_mel: 15.333953857421875 (18.731098413467407) | > loss_duration: 2.27428936958313 (2.2952840924263) | > loss_1: 27.071666717529297 (32.92671222686768)  --> STEP: 21 | > loss_disc: 2.195061206817627 (2.3322967234111966) | > loss_disc_real_0: 0.06267939507961273 (0.09064421767280216) | > loss_disc_real_1: 0.15614280104637146 (0.15928517636798678) | > loss_disc_real_2: 0.2424076944589615 (0.24658835572855814) | > loss_disc_real_3: 0.21272215247154236 (0.26759885038648334) | > loss_disc_real_4: 0.15912127494812012 (0.21603425485747202) | > loss_disc_real_5: 0.1401822566986084 (0.2375462587390627) | > loss_0: 2.195061206817627 (2.3322967234111966) | > loss_gen: 2.062081813812256 (2.3857605911436535) | > loss_kl: 2.4765713214874268 (2.4070223569869995) | > loss_feat: 7.165897369384766 (7.098224526359921) | > loss_mel: 17.430356979370117 (18.66915834517706) | > loss_duration: 2.1669812202453613 (2.2891744318462552) | > loss_1: 31.301889419555664 (32.84933971223377)  --> STEP: 22 | > loss_disc: 2.1945652961730957 (2.326036203991283) | > loss_disc_real_0: 0.08373692631721497 (0.09033024988391183) | > loss_disc_real_1: 0.20545360445976257 (0.1613837412812493) | > loss_disc_real_2: 0.2267969399690628 (0.24568874592130835) | > loss_disc_real_3: 0.30644819140434265 (0.26936472952365875) | > loss_disc_real_4: 0.16279202699661255 (0.2136141535910693) | > loss_disc_real_5: 0.21261908113956451 (0.2364132052118128) | > loss_0: 2.1945652961730957 (2.326036203991283) | > loss_gen: 2.598297119140625 (2.395421342416243) | > loss_kl: 1.6445151567459106 (2.3723629387942227) | > loss_feat: 7.164445400238037 (7.101234566081654) | > loss_mel: 18.00248908996582 (18.638855197212912) | > loss_duration: 2.1481637954711914 (2.282764857465571) | > loss_1: 31.557910919189453 (32.79063840345903)  --> STEP: 23 | > loss_disc: 2.2251198291778564 (2.3216485355211343) | > loss_disc_real_0: 0.11177302896976471 (0.091262544626775) | > loss_disc_real_1: 0.17428089678287506 (0.16194448717262433) | > loss_disc_real_2: 0.32219958305358887 (0.24901530405749445) | > loss_disc_real_3: 0.2659420669078827 (0.26921591810558154) | > loss_disc_real_4: 0.19300051033496857 (0.2127179082321084) | > loss_disc_real_5: 0.18025991320610046 (0.23397175773330356) | > loss_0: 2.2251198291778564 (2.3216485355211343) | > loss_gen: 2.694797992706299 (2.4084377185158106) | > loss_kl: 2.4944589138031006 (2.3776714594467827) | > loss_feat: 7.841122150421143 (7.133403591487719) | > loss_mel: 17.300331115722656 (18.580658498017684) | > loss_duration: 2.3074750900268555 (2.2838392154030176) | > loss_1: 32.63818359375 (32.78400993347168)  --> STEP: 24 | > loss_disc: 2.2799415588378906 (2.3199107448259992) | > loss_disc_real_0: 0.10211439430713654 (0.0917147050301234) | > loss_disc_real_1: 0.2161324918270111 (0.16420232069989046) | > loss_disc_real_2: 0.16302064061164856 (0.2454321930805842) | > loss_disc_real_3: 0.2516309320926666 (0.2684832103550434) | > loss_disc_real_4: 0.23855562508106232 (0.21379447976748148) | > loss_disc_real_5: 0.23716239631175995 (0.2341047010074059) | > loss_0: 2.2799415588378906 (2.3199107448259992) | > loss_gen: 2.4952809810638428 (2.4120561877886453) | > loss_kl: 2.2769811153411865 (2.373476028442383) | > loss_feat: 8.49800968170166 (7.1902621785799665) | > loss_mel: 18.769001007080078 (18.58850610256195) | > loss_duration: 2.3494582176208496 (2.286573340495427) | > loss_1: 34.388729095458984 (32.85087323188782)  --> STEP: 25 | > loss_disc: 2.508629083633423 (2.3274594783782963) | > loss_disc_real_0: 0.07864616811275482 (0.09119196355342865) | > loss_disc_real_1: 0.16160701215267181 (0.16409850835800172) | > loss_disc_real_2: 0.279674232006073 (0.24680187463760375) | > loss_disc_real_3: 0.31220707297325134 (0.27023216485977175) | > loss_disc_real_4: 0.23525892198085785 (0.21465305745601654) | > loss_disc_real_5: 0.34055814146995544 (0.2383628386259079) | > loss_0: 2.508629083633423 (2.3274594783782963) | > loss_gen: 2.3240344524383545 (2.408535318374634) | > loss_kl: 2.6103293895721436 (2.3829501628875733) | > loss_feat: 6.299203395843506 (7.1546198272705075) | > loss_mel: 16.3821964263916 (18.500253715515136) | > loss_duration: 2.330132484436035 (2.2883157062530515) | > loss_1: 29.94589614868164 (32.73467414855957)  --> STEP: 26 | > loss_disc: 2.307873010635376 (2.326706152695876) | > loss_disc_real_0: 0.06966523081064224 (0.09036401229409072) | > loss_disc_real_1: 0.1451667696237564 (0.16337036456053072) | > loss_disc_real_2: 0.13193611800670624 (0.2423839609210308) | > loss_disc_real_3: 0.15576456487178802 (0.2658295648602339) | > loss_disc_real_4: 0.11667756736278534 (0.21088476937550765) | > loss_disc_real_5: 0.20232543349266052 (0.23697678458232146) | > loss_0: 2.307873010635376 (2.326706152695876) | > loss_gen: 2.1025750637054443 (2.3967676162719727) | > loss_kl: 2.2325124740600586 (2.3771640979326687) | > loss_feat: 11.73840045928955 (7.330919082348164) | > loss_mel: 20.91994285583496 (18.593318682450516) | > loss_duration: 2.2793116569519043 (2.287969396664546) | > loss_1: 39.27273941040039 (32.98613819709191) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024279172603900606 (-0.00011642162616436408) | > avg_loss_disc: 2.326706152695876 (+0.004580644460824068) | > avg_loss_disc_real_0: 0.09036401229409072 (-0.011100528403543503) | > avg_loss_disc_real_1: 0.16337036456053072 (-0.0040927509275766605) | > avg_loss_disc_real_2: 0.2423839609210308 (+0.0184571880560655) | > avg_loss_disc_real_3: 0.2658295648602339 (+0.02427345800858277) | > avg_loss_disc_real_4: 0.21088476937550765 (-0.024771132148229152) | > avg_loss_disc_real_5: 0.23697678458232146 (-0.008762054145336151) | > avg_loss_0: 2.326706152695876 (+0.004580644460824068) | > avg_loss_gen: 2.3967676162719727 (-0.018252317722026845) | > avg_loss_kl: 2.3771640979326687 (-0.13307488881624696) | > avg_loss_feat: 7.330919082348164 (-0.09020975919870189) | > avg_loss_mel: 18.593318682450516 (-0.2676340616666337) | > avg_loss_duration: 2.287969396664546 (+0.0006456466821522788) | > avg_loss_1: 32.98613819709191 (-0.5085258483886719)  > EPOCH: 275/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:02:33)   --> TIME: 2024-06-11 03:02:42 -- STEP: 24/330 -- GLOBAL_STEP: 178775 | > loss_disc: 2.302567481994629 (2.3245283365249634) | > loss_disc_real_0: 0.11216574162244797 (0.10903996943185727) | > loss_disc_real_1: 0.22809068858623505 (0.19926581593851247) | > loss_disc_real_2: 0.21641626954078674 (0.2189460719625155) | > loss_disc_real_3: 0.1939789056777954 (0.22562911423544088) | > loss_disc_real_4: 0.21735908091068268 (0.2242946152885755) | > loss_disc_real_5: 0.21209631860256195 (0.21792411680022875) | > loss_0: 2.302567481994629 (2.3245283365249634) | > grad_norm_0: tensor(10.3756, device='cuda:0') (tensor(11.1550, device='cuda:0')) | > loss_gen: 2.570247173309326 (2.5321205159028373) | > loss_kl: 1.879347562789917 (1.7693288425604503) | > loss_feat: 8.32605266571045 (7.122015913327535) | > loss_mel: 19.17235565185547 (18.7455620765686) | > loss_duration: 2.0320019721984863 (2.1187897076209388) | > loss_1: 33.98000717163086 (32.287817001342766) | > grad_norm_1: tensor(193.8162, device='cuda:0') (tensor(141.2531, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3445 (0.3508006234963735) | > loader_time: 0.0034 (0.003119389216105143)  --> TIME: 2024-06-11 03:02:51 -- STEP: 49/330 -- GLOBAL_STEP: 178800 | > loss_disc: 2.2790186405181885 (2.321320275871121) | > loss_disc_real_0: 0.09133945405483246 (0.10859223090264263) | > loss_disc_real_1: 0.18496090173721313 (0.20027867841477298) | > loss_disc_real_2: 0.19046911597251892 (0.2172291975240318) | > loss_disc_real_3: 0.2008136659860611 (0.22456563309747346) | > loss_disc_real_4: 0.1995164155960083 (0.22439649761939534) | > loss_disc_real_5: 0.1951359361410141 (0.2182664339031492) | > loss_0: 2.2790186405181885 (2.321320275871121) | > grad_norm_0: tensor(33.6989, device='cuda:0') (tensor(12.3454, device='cuda:0')) | > loss_gen: 2.4780843257904053 (2.5304059398417564) | > loss_kl: 1.7700390815734863 (1.7862817559923445) | > loss_feat: 7.103365898132324 (7.171702083276243) | > loss_mel: 18.306652069091797 (18.78704211176658) | > loss_duration: 1.9823139905929565 (2.0718168312189538) | > loss_1: 31.64045524597168 (32.347248700200275) | > grad_norm_1: tensor(340.7421, device='cuda:0') (tensor(155.2366, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3516 (0.3501244418475093) | > loader_time: 0.0034 (0.003249732815489477)  --> TIME: 2024-06-11 03:03:00 -- STEP: 74/330 -- GLOBAL_STEP: 178825 | > loss_disc: 2.2790658473968506 (2.316739514067366) | > loss_disc_real_0: 0.08040808141231537 (0.11130677208908506) | > loss_disc_real_1: 0.23636171221733093 (0.20026706259798355) | > loss_disc_real_2: 0.1706145852804184 (0.21462088078260425) | > loss_disc_real_3: 0.20132948458194733 (0.22512127257682182) | > loss_disc_real_4: 0.2276855707168579 (0.2231068357422545) | > loss_disc_real_5: 0.21950367093086243 (0.21552109436408895) | > loss_0: 2.2790658473968506 (2.316739514067366) | > grad_norm_0: tensor(11.1511, device='cuda:0') (tensor(16.0835, device='cuda:0')) | > loss_gen: 2.6199960708618164 (2.5443536623104195) | > loss_kl: 1.8106117248535156 (1.7855289191813082) | > loss_feat: 7.814521789550781 (7.277093242954564) | > loss_mel: 18.631378173828125 (18.790963224462562) | > loss_duration: 1.9754549264907837 (2.0539745656219695) | > loss_1: 32.85196304321289 (32.4519136016433) | > grad_norm_1: tensor(101.3449, device='cuda:0') (tensor(199.6648, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3544 (0.35147543855615565) | > loader_time: 0.0036 (0.003397007246275206)  --> TIME: 2024-06-11 03:03:09 -- STEP: 99/330 -- GLOBAL_STEP: 178850 | > loss_disc: 2.278168201446533 (2.308579553257335) | > loss_disc_real_0: 0.12092376500368118 (0.10747547884180088) | > loss_disc_real_1: 0.20385010540485382 (0.2002141660813129) | > loss_disc_real_2: 0.17984065413475037 (0.21633598765339515) | > loss_disc_real_3: 0.2387467473745346 (0.22416503200627336) | > loss_disc_real_4: 0.1981808841228485 (0.22169618188130735) | > loss_disc_real_5: 0.22378765046596527 (0.216237975340901) | > loss_0: 2.278168201446533 (2.308579553257335) | > grad_norm_0: tensor(36.8244, device='cuda:0') (tensor(19.0953, device='cuda:0')) | > loss_gen: 2.6043288707733154 (2.5925528015753243) | > loss_kl: 1.7403260469436646 (1.7901042254284174) | > loss_feat: 6.734943389892578 (7.365294355334657) | > loss_mel: 18.86429786682129 (18.769617523809885) | > loss_duration: 2.058088779449463 (2.0500007024919147) | > loss_1: 32.001983642578125 (32.56756955927065) | > grad_norm_1: tensor(418.1364, device='cuda:0') (tensor(223.6067, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3514 (0.3525801885007608) | > loader_time: 0.0037 (0.003484687419852825)  --> TIME: 2024-06-11 03:03:19 -- STEP: 124/330 -- GLOBAL_STEP: 178875 | > loss_disc: 2.3880975246429443 (2.3233609872479586) | > loss_disc_real_0: 0.10041576623916626 (0.10886906586106747) | > loss_disc_real_1: 0.16867637634277344 (0.19962038424226541) | > loss_disc_real_2: 0.21727102994918823 (0.21633954971067368) | > loss_disc_real_3: 0.2360973209142685 (0.2267058063899317) | > loss_disc_real_4: 0.2299010157585144 (0.22370999402576877) | > loss_disc_real_5: 0.2390134334564209 (0.21812944666993234) | > loss_0: 2.3880975246429443 (2.3233609872479586) | > grad_norm_0: tensor(7.4756, device='cuda:0') (tensor(21.2776, device='cuda:0')) | > loss_gen: 2.4578280448913574 (2.5830826201746544) | > loss_kl: 1.8896604776382446 (1.802906967939869) | > loss_feat: 7.7766032218933105 (7.340353988832043) | > loss_mel: 19.13399887084961 (18.77141869452692) | > loss_duration: 2.0546460151672363 (2.050043180104225) | > loss_1: 33.31273651123047 (32.54780543235038) | > grad_norm_1: tensor(209.6100, device='cuda:0') (tensor(241.0833, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3482 (0.35608055899220126) | > loader_time: 0.004 (0.0036598117120804326)  --> TIME: 2024-06-11 03:03:29 -- STEP: 149/330 -- GLOBAL_STEP: 178900 | > loss_disc: 2.283111095428467 (2.3213906768184374) | > loss_disc_real_0: 0.09458903968334198 (0.10993361223064016) | > loss_disc_real_1: 0.22558560967445374 (0.19952519167989693) | > loss_disc_real_2: 0.2112654596567154 (0.2159588383948243) | > loss_disc_real_3: 0.22406569123268127 (0.22637874358052376) | > loss_disc_real_4: 0.21111758053302765 (0.22417446500903004) | > loss_disc_real_5: 0.2282690703868866 (0.21760201054131426) | > loss_0: 2.283111095428467 (2.3213906768184374) | > grad_norm_0: tensor(7.4401, device='cuda:0') (tensor(19.7404, device='cuda:0')) | > loss_gen: 2.587820291519165 (2.5727327590020717) | > loss_kl: 1.7889444828033447 (1.8109490879430066) | > loss_feat: 7.089558124542236 (7.315054557467467) | > loss_mel: 18.960662841796875 (18.72331863761748) | > loss_duration: 2.0782833099365234 (2.0520237604243636) | > loss_1: 32.50526809692383 (32.474078799254116) | > grad_norm_1: tensor(74.1527, device='cuda:0') (tensor(221.6646, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3792 (0.3607420665305732) | > loader_time: 0.0045 (0.003821028959031073)  --> TIME: 2024-06-11 03:03:39 -- STEP: 174/330 -- GLOBAL_STEP: 178925 | > loss_disc: 2.3131918907165527 (2.3234978749834263) | > loss_disc_real_0: 0.12322698533535004 (0.11194923318836883) | > loss_disc_real_1: 0.1797642856836319 (0.199237869217478) | > loss_disc_real_2: 0.21141652762889862 (0.2163748506499433) | > loss_disc_real_3: 0.19888648390769958 (0.22585541909110957) | > loss_disc_real_4: 0.22743898630142212 (0.2243168906405054) | > loss_disc_real_5: 0.2118239402770996 (0.21725400605763512) | > loss_0: 2.3131918907165527 (2.3234978749834263) | > grad_norm_0: tensor(10.2773, device='cuda:0') (tensor(18.2603, device='cuda:0')) | > loss_gen: 2.430184841156006 (2.5603952188601444) | > loss_kl: 1.8110147714614868 (1.817677758205896) | > loss_feat: 7.334351539611816 (7.301490808355397) | > loss_mel: 18.817670822143555 (18.690376764056325) | > loss_duration: 2.1256518363952637 (2.0558721683491252) | > loss_1: 32.51887512207031 (32.42581273221419) | > grad_norm_1: tensor(228.4370, device='cuda:0') (tensor(203.8553, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.4046 (0.3680187230822681) | > loader_time: 0.0046 (0.003984104627850414)  --> TIME: 2024-06-11 03:03:49 -- STEP: 199/330 -- GLOBAL_STEP: 178950 | > loss_disc: 2.225743055343628 (2.3226783730875917) | > loss_disc_real_0: 0.11225931346416473 (0.1123685801598295) | > loss_disc_real_1: 0.17275413870811462 (0.19922956734446426) | > loss_disc_real_2: 0.21646882593631744 (0.21556833708406092) | > loss_disc_real_3: 0.25124984979629517 (0.2263134257428011) | > loss_disc_real_4: 0.23154450953006744 (0.22414607558418156) | > loss_disc_real_5: 0.22842693328857422 (0.21708074054825846) | > loss_0: 2.225743055343628 (2.3226783730875917) | > grad_norm_0: tensor(27.4196, device='cuda:0') (tensor(18.2163, device='cuda:0')) | > loss_gen: 2.7428159713745117 (2.559921804984012) | > loss_kl: 1.9017317295074463 (1.8221889943932768) | > loss_feat: 6.9656476974487305 (7.31978006937995) | > loss_mel: 18.868356704711914 (18.671450188411534) | > loss_duration: 2.1639082431793213 (2.0627746300481684) | > loss_1: 32.64246368408203 (32.436115734541225) | > grad_norm_1: tensor(370.9535, device='cuda:0') (tensor(206.2361, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.3842 (0.37090014692526935) | > loader_time: 0.0045 (0.0040924069869458365)  --> TIME: 2024-06-11 03:03:59 -- STEP: 224/330 -- GLOBAL_STEP: 178975 | > loss_disc: 2.2417802810668945 (2.321402037782329) | > loss_disc_real_0: 0.12207428365945816 (0.11359384280097273) | > loss_disc_real_1: 0.21906094253063202 (0.19926844484039716) | > loss_disc_real_2: 0.17043861746788025 (0.21560847113973328) | > loss_disc_real_3: 0.18676699697971344 (0.22571101072909577) | > loss_disc_real_4: 0.1847442388534546 (0.22353375703096387) | > loss_disc_real_5: 0.179408997297287 (0.21653712640649506) | > loss_0: 2.2417802810668945 (2.321402037782329) | > grad_norm_0: tensor(46.8786, device='cuda:0') (tensor(19.7404, device='cuda:0')) | > loss_gen: 2.5520174503326416 (2.558639894638744) | > loss_kl: 1.8898358345031738 (1.8247100785374641) | > loss_feat: 8.25937557220459 (7.346837452479771) | > loss_mel: 18.45344352722168 (18.630959970610473) | > loss_duration: 2.1596920490264893 (2.068532940000295) | > loss_1: 33.31436538696289 (32.429680338927675) | > grad_norm_1: tensor(447.9318, device='cuda:0') (tensor(222.8107, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.396 (0.3739026273999893) | > loader_time: 0.0057 (0.0042162250195230755)  --> TIME: 2024-06-11 03:04:10 -- STEP: 249/330 -- GLOBAL_STEP: 179000 | > loss_disc: 2.411464214324951 (2.324010396099474) | > loss_disc_real_0: 0.20129665732383728 (0.11448669699899644) | > loss_disc_real_1: 0.18950912356376648 (0.1992857303006582) | > loss_disc_real_2: 0.23333987593650818 (0.21583584818734702) | > loss_disc_real_3: 0.22378230094909668 (0.22604597727936435) | > loss_disc_real_4: 0.22998493909835815 (0.22315312461201922) | > loss_disc_real_5: 0.19697736203670502 (0.2167077517533398) | > loss_0: 2.411464214324951 (2.324010396099474) | > grad_norm_0: tensor(45.9579, device='cuda:0') (tensor(21.4857, device='cuda:0')) | > loss_gen: 2.4527289867401123 (2.5592016187537636) | > loss_kl: 1.977729320526123 (1.8282359838485718) | > loss_feat: 6.9549241065979 (7.354736871987462) | > loss_mel: 18.402511596679688 (18.606832588532836) | > loss_duration: 2.1220664978027344 (2.0756081495897836) | > loss_1: 31.90995979309082 (32.42461520888241) | > grad_norm_1: tensor(177.8376, device='cuda:0') (tensor(236.5539, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.4092 (0.37790669782094666) | > loader_time: 0.0055 (0.004330962537282921) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_179000.pth  --> TIME: 2024-06-11 03:04:26 -- STEP: 274/330 -- GLOBAL_STEP: 179025 | > loss_disc: 2.2589023113250732 (2.3216667732183085) | > loss_disc_real_0: 0.08236047625541687 (0.11503062775209004) | > loss_disc_real_1: 0.20069436728954315 (0.19952590480773122) | > loss_disc_real_2: 0.19526879489421844 (0.21529781502963852) | > loss_disc_real_3: 0.24457423388957977 (0.2257809559576703) | > loss_disc_real_4: 0.18524594604969025 (0.22305480989008925) | > loss_disc_real_5: 0.21648648381233215 (0.21617114212173616) | > loss_0: 2.2589023113250732 (2.3216667732183085) | > grad_norm_0: tensor(57.2826, device='cuda:0') (tensor(23.3845, device='cuda:0')) | > loss_gen: 2.3816137313842773 (2.5629040759845383) | > loss_kl: 1.8816534280776978 (1.8361217231646074) | > loss_feat: 7.847070693969727 (7.398198411412483) | > loss_mel: 17.634389877319336 (18.59200438617789) | > loss_duration: 2.1649770736694336 (2.083185269449749) | > loss_1: 31.909706115722656 (32.47241387750111) | > grad_norm_1: tensor(700.1345, device='cuda:0') (tensor(255.3755, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.4335 (0.38386623876808307) | > loader_time: 0.0068 (0.004515688784801177)  --> TIME: 2024-06-11 03:04:38 -- STEP: 299/330 -- GLOBAL_STEP: 179050 | > loss_disc: 2.313530921936035 (2.3204553789119657) | > loss_disc_real_0: 0.1300773024559021 (0.11485052543589502) | > loss_disc_real_1: 0.20789353549480438 (0.19969243503932577) | > loss_disc_real_2: 0.19896402955055237 (0.2153988982423094) | > loss_disc_real_3: 0.2408432960510254 (0.2260727325709767) | > loss_disc_real_4: 0.25805479288101196 (0.22259976812030963) | > loss_disc_real_5: 0.22148379683494568 (0.2154466895056409) | > loss_0: 2.313530921936035 (2.3204553789119657) | > grad_norm_0: tensor(38.5638, device='cuda:0') (tensor(25.0655, device='cuda:0')) | > loss_gen: 2.7012081146240234 (2.5641287824381958) | > loss_kl: 1.9095640182495117 (1.8385335466136103) | > loss_feat: 7.442363739013672 (7.413984547490659) | > loss_mel: 17.886173248291016 (18.555806635215525) | > loss_duration: 2.2485291957855225 (2.0928830235299456) | > loss_1: 32.18783950805664 (32.46533655402654) | > grad_norm_1: tensor(322.2420, device='cuda:0') (tensor(268.8896, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.5128 (0.3904940986314343) | > loader_time: 0.0066 (0.004706018345810497)  --> TIME: 2024-06-11 03:04:52 -- STEP: 324/330 -- GLOBAL_STEP: 179075 | > loss_disc: 2.3550214767456055 (2.3233108005405945) | > loss_disc_real_0: 0.1235462948679924 (0.1160339796455738) | > loss_disc_real_1: 0.2793204188346863 (0.19979941072287377) | > loss_disc_real_2: 0.2240946739912033 (0.21574953364001384) | > loss_disc_real_3: 0.22373297810554504 (0.22634271191961972) | > loss_disc_real_4: 0.21564561128616333 (0.2226103805005551) | > loss_disc_real_5: 0.2482026070356369 (0.21582549929986766) | > loss_0: 2.3550214767456055 (2.3233108005405945) | > grad_norm_0: tensor(8.0105, device='cuda:0') (tensor(25.4272, device='cuda:0')) | > loss_gen: 2.4728646278381348 (2.5581616177970985) | > loss_kl: 2.043114423751831 (1.8440616498758764) | > loss_feat: 9.731473922729492 (7.4580760267045765) | > loss_mel: 18.73648452758789 (18.50271888426792) | > loss_duration: 2.2809886932373047 (2.1065121480712192) | > loss_1: 35.264930725097656 (32.46953037638726) | > grad_norm_1: tensor(125.6245, device='cuda:0') (tensor(275.5424, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.6372 (0.4023457949544174) | > loader_time: 0.0094 (0.004960670147413089)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.500636100769043 (2.500636100769043) | > loss_disc_real_0: 0.14319059252738953 (0.14319059252738953) | > loss_disc_real_1: 0.2712842524051666 (0.2712842524051666) | > loss_disc_real_2: 0.2397039234638214 (0.2397039234638214) | > loss_disc_real_3: 0.23725831508636475 (0.23725831508636475) | > loss_disc_real_4: 0.25255072116851807 (0.25255072116851807) | > loss_disc_real_5: 0.24030660092830658 (0.24030660092830658) | > loss_0: 2.500636100769043 (2.500636100769043) | > loss_gen: 2.3144524097442627 (2.3144524097442627) | > loss_kl: 1.8617242574691772 (1.8617242574691772) | > loss_feat: 4.970661640167236 (4.970661640167236) | > loss_mel: 15.00040054321289 (15.00040054321289) | > loss_duration: 2.869959831237793 (2.869959831237793) | > loss_1: 27.017200469970703 (27.017200469970703)  --> STEP: 1 | > loss_disc: 2.3973026275634766 (2.3973026275634766) | > loss_disc_real_0: 0.07738877087831497 (0.07738877087831497) | > loss_disc_real_1: 0.23392540216445923 (0.23392540216445923) | > loss_disc_real_2: 0.21252907812595367 (0.21252907812595367) | > loss_disc_real_3: 0.2502310276031494 (0.2502310276031494) | > loss_disc_real_4: 0.2532406151294708 (0.2532406151294708) | > loss_disc_real_5: 0.2702868580818176 (0.2702868580818176) | > loss_0: 2.3973026275634766 (2.3973026275634766) | > loss_gen: 2.273632287979126 (2.273632287979126) | > loss_kl: 2.2276909351348877 (2.2276909351348877) | > loss_feat: 5.11567497253418 (5.11567497253418) | > loss_mel: 17.94734764099121 (17.94734764099121) | > loss_duration: 2.334003448486328 (2.334003448486328) | > loss_1: 29.89834976196289 (29.89834976196289)  --> STEP: 2 | > loss_disc: 2.3008527755737305 (2.3490777015686035) | > loss_disc_real_0: 0.060435377061367035 (0.068912073969841) | > loss_disc_real_1: 0.24985627830028534 (0.24189084023237228) | > loss_disc_real_2: 0.2124057561159134 (0.21246741712093353) | > loss_disc_real_3: 0.2582740783691406 (0.254252552986145) | > loss_disc_real_4: 0.299445778131485 (0.2763431966304779) | > loss_disc_real_5: 0.27416014671325684 (0.27222350239753723) | > loss_0: 2.3008527755737305 (2.3490777015686035) | > loss_gen: 2.645108938217163 (2.4593706130981445) | > loss_kl: 2.017955780029297 (2.1228233575820923) | > loss_feat: 6.494263648986816 (5.804969310760498) | > loss_mel: 20.165157318115234 (19.056252479553223) | > loss_duration: 2.4796574115753174 (2.4068304300308228) | > loss_1: 33.80214309692383 (31.85024642944336)  --> STEP: 3 | > loss_disc: 2.208611488342285 (2.302255630493164) | > loss_disc_real_0: 0.10416945815086365 (0.08066453536351521) | > loss_disc_real_1: 0.28757596015930176 (0.25711921354134876) | > loss_disc_real_2: 0.1605282425880432 (0.19515435894330344) | > loss_disc_real_3: 0.23736412823200226 (0.24862307806809744) | > loss_disc_real_4: 0.28224819898605347 (0.2783115307490031) | > loss_disc_real_5: 0.23794884979724884 (0.2607986181974411) | > loss_0: 2.208611488342285 (2.302255630493164) | > loss_gen: 2.6990671157836914 (2.53926944732666) | > loss_kl: 2.2507073879241943 (2.1654513676961265) | > loss_feat: 6.468211650848389 (6.026050090789795) | > loss_mel: 20.263141632080078 (19.45854886372884) | > loss_duration: 2.2420201301574707 (2.351893663406372) | > loss_1: 33.92314529418945 (32.541212717692055)  --> STEP: 4 | > loss_disc: 2.4328761100769043 (2.334910750389099) | > loss_disc_real_0: 0.12577252089977264 (0.09194153174757957) | > loss_disc_real_1: 0.24205556511878967 (0.253353301435709) | > loss_disc_real_2: 0.1479586660861969 (0.1833554357290268) | > loss_disc_real_3: 0.2671678960323334 (0.2532592825591564) | > loss_disc_real_4: 0.3030050992965698 (0.2844849228858948) | > loss_disc_real_5: 0.3173442482948303 (0.2749350257217884) | > loss_0: 2.4328761100769043 (2.334910750389099) | > loss_gen: 2.52264404296875 (2.5351130962371826) | > loss_kl: 2.9816012382507324 (2.369488835334778) | > loss_feat: 5.402451992034912 (5.870150566101074) | > loss_mel: 20.036165237426758 (19.60295295715332) | > loss_duration: 2.2646353244781494 (2.3300790786743164) | > loss_1: 33.20750045776367 (32.70778465270996)  --> STEP: 5 | > loss_disc: 1.9928609132766724 (2.266500782966614) | > loss_disc_real_0: 0.06352858245372772 (0.0862589418888092) | > loss_disc_real_1: 0.29183635115623474 (0.26104991137981415) | > loss_disc_real_2: 0.1440737396478653 (0.1754990965127945) | > loss_disc_real_3: 0.1784740835428238 (0.2383022427558899) | > loss_disc_real_4: 0.15872308611869812 (0.25933255553245543) | > loss_disc_real_5: 0.1459457278251648 (0.24913716614246367) | > loss_0: 1.9928609132766724 (2.266500782966614) | > loss_gen: 2.6811580657958984 (2.564322090148926) | > loss_kl: 2.698091983795166 (2.4352094650268556) | > loss_feat: 8.367677688598633 (6.369655990600586) | > loss_mel: 19.73438835144043 (19.629240036010742) | > loss_duration: 2.3763203620910645 (2.339327335357666) | > loss_1: 35.857635498046875 (33.337754821777345)  --> STEP: 6 | > loss_disc: 2.37949800491333 (2.2853336532910666) | > loss_disc_real_0: 0.07603798806667328 (0.08455544958511989) | > loss_disc_real_1: 0.2716170847415924 (0.2628111069401105) | > loss_disc_real_2: 0.20137551426887512 (0.1798118328054746) | > loss_disc_real_3: 0.2816566824913025 (0.245527982711792) | > loss_disc_real_4: 0.25860655307769775 (0.25921155512332916) | > loss_disc_real_5: 0.30084624886512756 (0.257755346596241) | > loss_0: 2.37949800491333 (2.2853336532910666) | > loss_gen: 2.760798931121826 (2.5970682303110757) | > loss_kl: 2.4356884956359863 (2.4352893034617105) | > loss_feat: 8.09765338897705 (6.657655556996663) | > loss_mel: 19.249502182006836 (19.565950393676758) | > loss_duration: 2.165003776550293 (2.3102734088897705) | > loss_1: 34.708648681640625 (33.566237131754555)  --> STEP: 7 | > loss_disc: 2.1695306301116943 (2.268790364265442) | > loss_disc_real_0: 0.08272220939397812 (0.08429355812924248) | > loss_disc_real_1: 0.2978519797325134 (0.2678169459104538) | > loss_disc_real_2: 0.19725044071674347 (0.18230306250708445) | > loss_disc_real_3: 0.24659693241119385 (0.24568068981170654) | > loss_disc_real_4: 0.263812780380249 (0.2598688730171749) | > loss_disc_real_5: 0.30646008253097534 (0.2647131660154888) | > loss_0: 2.1695306301116943 (2.268790364265442) | > loss_gen: 2.778085947036743 (2.6229279041290283) | > loss_kl: 3.3778183460235596 (2.569936309541975) | > loss_feat: 7.816909313201904 (6.823263236454555) | > loss_mel: 18.385671615600586 (19.397339139665878) | > loss_duration: 2.4772956371307373 (2.3341337272099087) | > loss_1: 34.83578109741211 (33.74760055541992)  --> STEP: 8 | > loss_disc: 2.5401179790496826 (2.302706316113472) | > loss_disc_real_0: 0.18903587758541107 (0.09738634806126356) | > loss_disc_real_1: 0.33595749735832214 (0.27633451484143734) | > loss_disc_real_2: 0.23710297048091888 (0.18915305100381374) | > loss_disc_real_3: 0.2534940540790558 (0.2466573603451252) | > loss_disc_real_4: 0.2923118770122528 (0.2639242485165596) | > loss_disc_real_5: 0.2988981008529663 (0.26898628287017345) | > loss_0: 2.5401179790496826 (2.302706316113472) | > loss_gen: 2.646322011947632 (2.6258521676063538) | > loss_kl: 3.0122342109680176 (2.62522354722023) | > loss_feat: 5.35430383682251 (6.639643311500549) | > loss_mel: 16.968629837036133 (19.093750476837158) | > loss_duration: 2.1864266395568848 (2.3156703412532806) | > loss_1: 30.16791534423828 (33.30013990402222)  --> STEP: 9 | > loss_disc: 2.4898390769958496 (2.323498845100403) | > loss_disc_real_0: 0.18489384651184082 (0.10710940344466104) | > loss_disc_real_1: 0.3154904842376709 (0.2806851781076855) | > loss_disc_real_2: 0.19362448155879974 (0.1896498766210344) | > loss_disc_real_3: 0.243819922208786 (0.24634208944108751) | > loss_disc_real_4: 0.3039025068283081 (0.268366277217865) | > loss_disc_real_5: 0.26677578687667847 (0.2687406722042296) | > loss_0: 2.4898390769958496 (2.323498845100403) | > loss_gen: 2.9109139442443848 (2.6575256983439126) | > loss_kl: 2.673398017883301 (2.6305762661827936) | > loss_feat: 9.079964637756348 (6.910790125528972) | > loss_mel: 20.524734497070312 (19.25274870130751) | > loss_duration: 2.103837251663208 (2.292133331298828) | > loss_1: 37.292850494384766 (33.7437744140625)  --> STEP: 10 | > loss_disc: 2.7337026596069336 (2.3645192265510557) | > loss_disc_real_0: 0.15062905848026276 (0.1114613689482212) | > loss_disc_real_1: 0.3262411952018738 (0.28524077981710433) | > loss_disc_real_2: 0.2836610972881317 (0.19905099868774415) | > loss_disc_real_3: 0.3054344058036804 (0.2522513210773468) | > loss_disc_real_4: 0.31471726298332214 (0.2730013757944107) | > loss_disc_real_5: 0.313969224691391 (0.2732635274529457) | > loss_0: 2.7337026596069336 (2.3645192265510557) | > loss_gen: 2.3979995250701904 (2.6315730810165405) | > loss_kl: 2.568157911300659 (2.62433443069458) | > loss_feat: 4.704926013946533 (6.690203714370727) | > loss_mel: 15.25852108001709 (18.853325939178468) | > loss_duration: 2.318798065185547 (2.2947998046875) | > loss_1: 27.248401641845703 (33.09423713684082)  --> STEP: 11 | > loss_disc: 2.3469719886779785 (2.362924023108049) | > loss_disc_real_0: 0.12595537304878235 (0.11277900568463585) | > loss_disc_real_1: 0.30192095041275024 (0.2867571589621631) | > loss_disc_real_2: 0.18033529818058014 (0.19734957136891104) | > loss_disc_real_3: 0.17900250852108002 (0.2455923381176862) | > loss_disc_real_4: 0.23690734803676605 (0.26972010054371576) | > loss_disc_real_5: 0.26099249720573425 (0.27214797924865375) | > loss_0: 2.3469719886779785 (2.362924023108049) | > loss_gen: 2.631192207336426 (2.6315384561365303) | > loss_kl: 3.1995744705200195 (2.67662897976962) | > loss_feat: 7.661134243011475 (6.778470126065341) | > loss_mel: 17.633485794067383 (18.742431380532004) | > loss_duration: 2.388087272644043 (2.30328048359264) | > loss_1: 33.51347351074219 (33.13234953446822)  --> STEP: 12 | > loss_disc: 2.306811571121216 (2.3582479854424796) | > loss_disc_real_0: 0.1536986082792282 (0.11618897256751855) | > loss_disc_real_1: 0.34212037920951843 (0.29137076064944273) | > loss_disc_real_2: 0.20747265219688416 (0.1981931614379088) | > loss_disc_real_3: 0.23723626136779785 (0.24489599838852882) | > loss_disc_real_4: 0.19350866973400116 (0.2633691479762395) | > loss_disc_real_5: 0.19684693217277527 (0.26587289199233055) | > loss_0: 2.306811571121216 (2.3582479854424796) | > loss_gen: 2.7123875617980957 (2.6382758816083274) | > loss_kl: 2.193807363510132 (2.6363938450813293) | > loss_feat: 6.244493007659912 (6.733972032864888) | > loss_mel: 18.446041107177734 (18.717732191085815) | > loss_duration: 2.2976183891296387 (2.30280864238739) | > loss_1: 31.89434814453125 (33.02918275197347)  --> STEP: 13 | > loss_disc: 2.33528470993042 (2.3564815796338596) | > loss_disc_real_0: 0.060293104499578476 (0.11188929040844624) | > loss_disc_real_1: 0.3209777772426605 (0.29364822346430564) | > loss_disc_real_2: 0.17164742946624756 (0.19615118205547333) | > loss_disc_real_3: 0.252826452255249 (0.24550603330135345) | > loss_disc_real_4: 0.17610840499401093 (0.2566567831314527) | > loss_disc_real_5: 0.2632046043872833 (0.2656676390996346) | > loss_0: 2.33528470993042 (2.3564815796338596) | > loss_gen: 2.3533616065979004 (2.6163593989152174) | > loss_kl: 1.665463924407959 (2.561706928106455) | > loss_feat: 7.757421970367432 (6.812698951134315) | > loss_mel: 17.84613037109375 (18.650685897240272) | > loss_duration: 2.1269352436065674 (2.28927991940425) | > loss_1: 31.749313354492188 (32.93073125985953)  --> STEP: 14 | > loss_disc: 2.1463394165039062 (2.341471425124577) | > loss_disc_real_0: 0.10398297011852264 (0.11132455324488026) | > loss_disc_real_1: 0.2560003101825714 (0.29095908680132465) | > loss_disc_real_2: 0.13602308928966522 (0.19185631828648703) | > loss_disc_real_3: 0.161047101020813 (0.239473252424172) | > loss_disc_real_4: 0.24418634176254272 (0.2557660373193877) | > loss_disc_real_5: 0.2712049186229706 (0.26606315906558714) | > loss_0: 2.1463394165039062 (2.341471425124577) | > loss_gen: 2.502596855163574 (2.6082335029329573) | > loss_kl: 2.773623466491699 (2.5768438237054005) | > loss_feat: 7.447848796844482 (6.85806679725647) | > loss_mel: 20.21978759765625 (18.762764590127126) | > loss_duration: 2.356675386428833 (2.2940938813345775) | > loss_1: 35.30052947998047 (33.10000256129673)  --> STEP: 15 | > loss_disc: 2.0757579803466797 (2.323757195472717) | > loss_disc_real_0: 0.15737876296043396 (0.11439483389258384) | > loss_disc_real_1: 0.3009421229362488 (0.2916246225436529) | > loss_disc_real_2: 0.19653567671775818 (0.19216827551523843) | > loss_disc_real_3: 0.23367761075496674 (0.23908687631289163) | > loss_disc_real_4: 0.239157035946846 (0.2546587705612182) | > loss_disc_real_5: 0.1872522085905075 (0.26080909570058186) | > loss_0: 2.0757579803466797 (2.323757195472717) | > loss_gen: 2.9355897903442383 (2.6300572554270425) | > loss_kl: 2.7989726066589355 (2.5916524092356363) | > loss_feat: 7.114702224731445 (6.875175825754801) | > loss_mel: 18.7802791595459 (18.76393222808838) | > loss_duration: 2.252136707305908 (2.2912967363993326) | > loss_1: 33.88167953491211 (33.15211435953776)  --> STEP: 16 | > loss_disc: 2.3520002365112305 (2.3255223855376244) | > loss_disc_real_0: 0.11409443616867065 (0.11437605903483927) | > loss_disc_real_1: 0.2320500761270523 (0.2879012133926154) | > loss_disc_real_2: 0.23307286202907562 (0.19472481217235327) | > loss_disc_real_3: 0.21932657063007355 (0.2378518572077155) | > loss_disc_real_4: 0.2742903530597687 (0.2558857444673776) | > loss_disc_real_5: 0.23818445205688477 (0.2593950554728508) | > loss_0: 2.3520002365112305 (2.3255223855376244) | > loss_gen: 2.477414131164551 (2.620517060160637) | > loss_kl: 2.720250368118286 (2.599689781665802) | > loss_feat: 7.288342475891113 (6.900998741388321) | > loss_mel: 16.816619873046875 (18.642225205898285) | > loss_duration: 2.355091094970703 (2.2952838838100433) | > loss_1: 31.657718658447266 (33.058714628219604)  --> STEP: 17 | > loss_disc: 2.5430686473846436 (2.338319224469802) | > loss_disc_real_0: 0.1857030987739563 (0.11857176725478734) | > loss_disc_real_1: 0.36246457695961 (0.2922872936024386) | > loss_disc_real_2: 0.246992826461792 (0.1977994012482026) | > loss_disc_real_3: 0.3047869801521301 (0.24178921738091638) | > loss_disc_real_4: 0.2669065296649933 (0.2565340259495903) | > loss_disc_real_5: 0.2980085015296936 (0.2616664346526651) | > loss_0: 2.5430686473846436 (2.338319224469802) | > loss_gen: 2.6731550693511963 (2.6236134136424347) | > loss_kl: 2.041116952896118 (2.566832556444056) | > loss_feat: 6.451169013977051 (6.874538169187658) | > loss_mel: 18.530996322631836 (18.635682330412024) | > loss_duration: 2.365661382675171 (2.2994237366844628) | > loss_1: 32.062095642089844 (33.00008998197668)  --> STEP: 18 | > loss_disc: 1.9239885807037354 (2.315300855371687) | > loss_disc_real_0: 0.04837378114461899 (0.11467187913755576) | > loss_disc_real_1: 0.16568802297115326 (0.2852540007895894) | > loss_disc_real_2: 0.13386309146881104 (0.1942473840382364) | > loss_disc_real_3: 0.14954335987567902 (0.2366644475195143) | > loss_disc_real_4: 0.17614169418811798 (0.2520677852961752) | > loss_disc_real_5: 0.19834153354167938 (0.25814838459094364) | > loss_0: 1.9239885807037354 (2.315300855371687) | > loss_gen: 2.5343379974365234 (2.6186536682976618) | > loss_kl: 2.350263833999634 (2.554800960752699) | > loss_feat: 11.150945663452148 (7.112116363313463) | > loss_mel: 22.668142318725586 (18.859707885318333) | > loss_duration: 2.2591049671173096 (2.297183805041843) | > loss_1: 40.96279525756836 (33.44246249728732)  --> STEP: 19 | > loss_disc: 2.3527231216430664 (2.3172704483333386) | > loss_disc_real_0: 0.11224842816591263 (0.11454432908641665) | > loss_disc_real_1: 0.22006642818450928 (0.2818230759156378) | > loss_disc_real_2: 0.21956788003444672 (0.19558004172224747) | > loss_disc_real_3: 0.2994183897972107 (0.23996728658676147) | > loss_disc_real_4: 0.2888661324977875 (0.2540045404120495) | > loss_disc_real_5: 0.29142603278160095 (0.259899839758873) | > loss_0: 2.3527231216430664 (2.3172704483333386) | > loss_gen: 2.549184799194336 (2.6149974120290658) | > loss_kl: 1.8044638633728027 (2.51530953457481) | > loss_feat: 6.220712661743164 (7.06520037902029) | > loss_mel: 17.034412384033203 (18.763639701040166) | > loss_duration: 2.2877631187438965 (2.2966879794472144) | > loss_1: 29.89653778076172 (33.255834880628086)  --> STEP: 20 | > loss_disc: 2.0386312007904053 (2.303338485956192) | > loss_disc_real_0: 0.047789886593818665 (0.11120660696178675) | > loss_disc_real_1: 0.18163368105888367 (0.2768136061728001) | > loss_disc_real_2: 0.1581268310546875 (0.1937073811888695) | > loss_disc_real_3: 0.1891053467988968 (0.23742418959736825) | > loss_disc_real_4: 0.20936305820941925 (0.25177246630191796) | > loss_disc_real_5: 0.1904510259628296 (0.2564273990690708) | > loss_0: 2.0386312007904053 (2.303338485956192) | > loss_gen: 2.612166404724121 (2.6148558616638184) | > loss_kl: 1.7717818021774292 (2.478133147954941) | > loss_feat: 7.3943400382995605 (7.081657361984253) | > loss_mel: 18.88791275024414 (18.769853353500363) | > loss_duration: 2.346407413482666 (2.299173951148987) | > loss_1: 33.012611389160156 (33.243673706054686)  --> STEP: 21 | > loss_disc: 2.4923717975616455 (2.3123400722231184) | > loss_disc_real_0: 0.16063234210014343 (0.1135602133969466) | > loss_disc_real_1: 0.3678804337978363 (0.2811501217739923) | > loss_disc_real_2: 0.26403874158859253 (0.1970564935888563) | > loss_disc_real_3: 0.25495854020118713 (0.23825915867374056) | > loss_disc_real_4: 0.2654131054878235 (0.2524220205488658) | > loss_disc_real_5: 0.2601700723171234 (0.25660562160469236) | > loss_0: 2.4923717975616455 (2.3123400722231184) | > loss_gen: 2.6952431201934814 (2.6186838263557073) | > loss_kl: 1.6909958124160767 (2.4406504176911854) | > loss_feat: 5.532543182373047 (7.007890020098005) | > loss_mel: 17.56009292602539 (18.71224571409679) | > loss_duration: 2.129437208175659 (2.291091249102638) | > loss_1: 29.608312606811523 (33.070561272757395)  --> STEP: 22 | > loss_disc: 2.354806661605835 (2.3142703717405144) | > loss_disc_real_0: 0.1256931871175766 (0.11411171220242977) | > loss_disc_real_1: 0.28892698884010315 (0.2815036157315428) | > loss_disc_real_2: 0.21804749965667725 (0.1980106302283027) | > loss_disc_real_3: 0.210988849401474 (0.2370195991613648) | > loss_disc_real_4: 0.2610720694065094 (0.2528152045878496) | > loss_disc_real_5: 0.23105086386203766 (0.25544404170729895) | > loss_0: 2.354806661605835 (2.3142703717405144) | > loss_gen: 2.6231610774993896 (2.6188873377713295) | > loss_kl: 1.9393188953399658 (2.4178626212206753) | > loss_feat: 6.705064296722412 (6.9941252144900234) | > loss_mel: 19.69817543029785 (18.75706070119684) | > loss_duration: 2.154597520828247 (2.2848869887265293) | > loss_1: 33.12031936645508 (33.072823004289106)  --> STEP: 23 | > loss_disc: 2.4050416946411133 (2.3182169509970625) | > loss_disc_real_0: 0.11516240239143372 (0.11415739438456038) | > loss_disc_real_1: 0.3563860356807709 (0.28475937312063965) | > loss_disc_real_2: 0.16126082837581635 (0.19641281275645547) | > loss_disc_real_3: 0.27766674757003784 (0.23878686648348105) | > loss_disc_real_4: 0.25313401222229004 (0.25282906578934705) | > loss_disc_real_5: 0.30374932289123535 (0.2575442713239919) | > loss_0: 2.4050416946411133 (2.3182169509970625) | > loss_gen: 2.6418464183807373 (2.619885558667391) | > loss_kl: 2.3816912174224854 (2.4162899514903193) | > loss_feat: 7.667693138122559 (7.02341077638709) | > loss_mel: 19.081037521362305 (18.771146649899684) | > loss_duration: 2.272233486175537 (2.2843368364417036) | > loss_1: 34.044498443603516 (33.11506976252017)  --> STEP: 24 | > loss_disc: 2.514394760131836 (2.326391026377678) | > loss_disc_real_0: 0.1393289864063263 (0.11520621071880062) | > loss_disc_real_1: 0.36063170433044434 (0.2879207202543815) | > loss_disc_real_2: 0.24415907263755798 (0.1984022402515014) | > loss_disc_real_3: 0.25603818893432617 (0.23950567158559957) | > loss_disc_real_4: 0.27069297432899475 (0.2535733953118324) | > loss_disc_real_5: 0.2991200089454651 (0.2592765937248866) | > loss_0: 2.514394760131836 (2.326391026377678) | > loss_gen: 2.6144566535949707 (2.619659354289374) | > loss_kl: 2.326613664627075 (2.412553439537684) | > loss_feat: 5.7330498695373535 (6.969645738601685) | > loss_mel: 18.485641479492188 (18.759250601132706) | > loss_duration: 2.430011749267578 (2.2904066244761148) | > loss_1: 31.589773178100586 (33.05151573816936)  --> STEP: 25 | > loss_disc: 2.407042980194092 (2.3296171045303344) | > loss_disc_real_0: 0.13315187394618988 (0.1159240372478962) | > loss_disc_real_1: 0.2213534712791443 (0.285258030295372) | > loss_disc_real_2: 0.17459170520305634 (0.19744981884956359) | > loss_disc_real_3: 0.21627739071846008 (0.238576540350914) | > loss_disc_real_4: 0.192382350564003 (0.2511257535219192) | > loss_disc_real_5: 0.27461549639701843 (0.25989014983177183) | > loss_0: 2.407042980194092 (2.3296171045303344) | > loss_gen: 2.3387937545776367 (2.6084247303009045) | > loss_kl: 2.4959864616394043 (2.4158907604217528) | > loss_feat: 6.961870193481445 (6.969334716796875) | > loss_mel: 16.677104949951172 (18.675964775085443) | > loss_duration: 2.345203399658203 (2.2925984954833982) | > loss_1: 30.818958282470703 (32.96221343994141)  --> STEP: 26 | > loss_disc: 2.058070182800293 (2.319172992156102) | > loss_disc_real_0: 0.15262489020824432 (0.11733560851560189) | > loss_disc_real_1: 0.1350070983171463 (0.27947914829620946) | > loss_disc_real_2: 0.17353226244449615 (0.19652991283398408) | > loss_disc_real_3: 0.10921435058116913 (0.23360107151361612) | > loss_disc_real_4: 0.12274991720914841 (0.24618822135604337) | > loss_disc_real_5: 0.1237933561205864 (0.254655657765957) | > loss_0: 2.058070182800293 (2.319172992156102) | > loss_gen: 2.3482956886291504 (2.598419767159683) | > loss_kl: 2.3467626571655273 (2.41323198721959) | > loss_feat: 14.545186996459961 (7.260713650630071) | > loss_mel: 23.661836624145508 (18.867729076972367) | > loss_duration: 2.255622386932373 (2.291176337462205) | > loss_1: 45.15770721435547 (33.43127089280348) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025395888548630932 (+0.00011167159447303268) | > avg_loss_disc: 2.319172992156102 (-0.007533160539773931) | > avg_loss_disc_real_0: 0.11733560851560189 (+0.02697159622151117) | > avg_loss_disc_real_1: 0.27947914829620946 (+0.11610878373567873) | > avg_loss_disc_real_2: 0.19652991283398408 (-0.04585404808704671) | > avg_loss_disc_real_3: 0.23360107151361612 (-0.03222849334661779) | > avg_loss_disc_real_4: 0.24618822135604337 (+0.03530345198053572) | > avg_loss_disc_real_5: 0.254655657765957 (+0.017678873183635535) | > avg_loss_0: 2.319172992156102 (-0.007533160539773931) | > avg_loss_gen: 2.598419767159683 (+0.2016521508877105) | > avg_loss_kl: 2.41323198721959 (+0.036067889286921506) | > avg_loss_feat: 7.260713650630071 (-0.0702054317180929) | > avg_loss_mel: 18.867729076972367 (+0.27441039452185123) | > avg_loss_duration: 2.291176337462205 (+0.0032069407976589304) | > avg_loss_1: 33.43127089280348 (+0.4451326957115711)  > EPOCH: 276/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:05:13)   --> TIME: 2024-06-11 03:05:21 -- STEP: 19/330 -- GLOBAL_STEP: 179100 | > loss_disc: 2.1944963932037354 (2.335143955130326) | > loss_disc_real_0: 0.1285380870103836 (0.11244644185430125) | > loss_disc_real_1: 0.1896873563528061 (0.20162726154452876) | > loss_disc_real_2: 0.2143820971250534 (0.21724394199095273) | > loss_disc_real_3: 0.24574804306030273 (0.22557614978991056) | > loss_disc_real_4: 0.1952095478773117 (0.22780220445833707) | > loss_disc_real_5: 0.2210208922624588 (0.22237601013560043) | > loss_0: 2.1944963932037354 (2.335143955130326) | > grad_norm_0: tensor(4.8639, device='cuda:0') (tensor(8.4304, device='cuda:0')) | > loss_gen: 2.662616491317749 (2.536964780405948) | > loss_kl: 1.9461474418640137 (1.8482396477147152) | > loss_feat: 8.05081844329834 (7.137587371625398) | > loss_mel: 18.898372650146484 (18.877781115080182) | > loss_duration: 2.0791451930999756 (2.144789645546361) | > loss_1: 33.63710021972656 (32.54536247253418) | > grad_norm_1: tensor(107.3001, device='cuda:0') (tensor(113.9195, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.3599 (0.35641800729851975) | > loader_time: 0.0036 (0.0032932381880910774)  --> TIME: 2024-06-11 03:05:30 -- STEP: 44/330 -- GLOBAL_STEP: 179125 | > loss_disc: 2.311440944671631 (2.3032102042978453) | > loss_disc_real_0: 0.14647558331489563 (0.11152423173189163) | > loss_disc_real_1: 0.23719123005867004 (0.2014570954171094) | > loss_disc_real_2: 0.24413341283798218 (0.21225722303444688) | > loss_disc_real_3: 0.23010417819023132 (0.22068527781150557) | > loss_disc_real_4: 0.21662352979183197 (0.22137477756901222) | > loss_disc_real_5: 0.20167000591754913 (0.21397154812108388) | > loss_0: 2.311440944671631 (2.3032102042978453) | > grad_norm_0: tensor(6.5852, device='cuda:0') (tensor(8.0629, device='cuda:0')) | > loss_gen: 2.6385598182678223 (2.548093562776392) | > loss_kl: 1.8364826440811157 (1.832087142900987) | > loss_feat: 7.201686382293701 (7.287974541837519) | > loss_mel: 19.076921463012695 (18.897847479039974) | > loss_duration: 1.9741969108581543 (2.078165550123562) | > loss_1: 32.72784423828125 (32.64416833357377) | > grad_norm_1: tensor(83.9965, device='cuda:0') (tensor(94.9841, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.3494 (0.3564590161496942) | > loader_time: 0.0035 (0.0033972751010547986)  --> TIME: 2024-06-11 03:05:39 -- STEP: 69/330 -- GLOBAL_STEP: 179150 | > loss_disc: 2.2141809463500977 (2.3168038699937905) | > loss_disc_real_0: 0.08788465708494186 (0.11340493665657182) | > loss_disc_real_1: 0.18685926496982574 (0.20151706838953323) | > loss_disc_real_2: 0.22333726286888123 (0.21344611415828485) | > loss_disc_real_3: 0.21459056437015533 (0.22227174799511398) | > loss_disc_real_4: 0.19176264107227325 (0.22109569350014563) | > loss_disc_real_5: 0.1914752572774887 (0.21411618827909662) | > loss_0: 2.2141809463500977 (2.3168038699937905) | > grad_norm_0: tensor(6.8992, device='cuda:0') (tensor(8.1910, device='cuda:0')) | > loss_gen: 2.632164239883423 (2.538520633310511) | > loss_kl: 1.6558735370635986 (1.8272003419157388) | > loss_feat: 8.177276611328125 (7.3090764819711875) | > loss_mel: 19.018985748291016 (18.946761117465254) | > loss_duration: 1.9811612367630005 (2.0579782136972398) | > loss_1: 33.46546173095703 (32.679536791815266) | > grad_norm_1: tensor(72.5013, device='cuda:0') (tensor(94.4509, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.3769 (0.3577303955520409) | > loader_time: 0.0041 (0.0035235052523405657)  --> TIME: 2024-06-11 03:05:49 -- STEP: 94/330 -- GLOBAL_STEP: 179175 | > loss_disc: 2.404682159423828 (2.3181162616039854) | > loss_disc_real_0: 0.11315016448497772 (0.11450982030401839) | > loss_disc_real_1: 0.19955261051654816 (0.2018070601402445) | > loss_disc_real_2: 0.23223641514778137 (0.21309987947027725) | > loss_disc_real_3: 0.23419906198978424 (0.22376728787067088) | > loss_disc_real_4: 0.2510017156600952 (0.22161891533339279) | > loss_disc_real_5: 0.22440457344055176 (0.21505123170766424) | > loss_0: 2.404682159423828 (2.3181162616039854) | > grad_norm_0: tensor(37.4069, device='cuda:0') (tensor(11.4110, device='cuda:0')) | > loss_gen: 2.4703407287597656 (2.5448211431503296) | > loss_kl: 1.7638893127441406 (1.8147759120515052) | > loss_feat: 7.022117614746094 (7.337317111644339) | > loss_mel: 18.955617904663086 (18.882798519540337) | > loss_duration: 2.0541677474975586 (2.050191326344266) | > loss_1: 32.26613235473633 (32.6299039556625) | > grad_norm_1: tensor(387.2047, device='cuda:0') (tensor(136.4344, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.3556 (0.36107809239245475) | > loader_time: 0.0037 (0.003648169497226147)  --> TIME: 2024-06-11 03:05:58 -- STEP: 119/330 -- GLOBAL_STEP: 179200 | > loss_disc: 2.1702840328216553 (2.311806901162413) | > loss_disc_real_0: 0.09272255003452301 (0.1139699194987281) | > loss_disc_real_1: 0.22255374491214752 (0.20122575396750153) | > loss_disc_real_2: 0.17790624499320984 (0.21263981729495418) | > loss_disc_real_3: 0.2390764206647873 (0.22352803066498092) | > loss_disc_real_4: 0.24668815732002258 (0.22138528137647806) | > loss_disc_real_5: 0.22589102387428284 (0.21391302848062596) | > loss_0: 2.1702840328216553 (2.311806901162413) | > grad_norm_0: tensor(5.4901, device='cuda:0') (tensor(12.8580, device='cuda:0')) | > loss_gen: 2.8572399616241455 (2.554177434504533) | > loss_kl: 1.7964736223220825 (1.8114950486591883) | > loss_feat: 8.049932479858398 (7.35700584860409) | > loss_mel: 18.882944107055664 (18.83762452582351) | > loss_duration: 2.022531270980835 (2.048152443741548) | > loss_1: 33.60912322998047 (32.60845532136805) | > grad_norm_1: tensor(174.0523, device='cuda:0') (tensor(164.1009, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.361 (0.3631480862112606) | > loader_time: 0.0041 (0.003747787796148733)  --> TIME: 2024-06-11 03:06:08 -- STEP: 144/330 -- GLOBAL_STEP: 179225 | > loss_disc: 2.3980464935302734 (2.3220860461394) | > loss_disc_real_0: 0.09619113057851791 (0.11531124703793062) | > loss_disc_real_1: 0.22728997468948364 (0.20212499828388295) | > loss_disc_real_2: 0.26261287927627563 (0.21491514684425456) | > loss_disc_real_3: 0.21955053508281708 (0.22531732192469967) | > loss_disc_real_4: 0.2296566218137741 (0.22255207960390383) | > loss_disc_real_5: 0.2291981726884842 (0.21425221105002695) | > loss_0: 2.3980464935302734 (2.3220860461394) | > grad_norm_0: tensor(27.6720, device='cuda:0') (tensor(14.2522, device='cuda:0')) | > loss_gen: 2.4271891117095947 (2.5495988329251618) | > loss_kl: 1.7432011365890503 (1.8131110759245024) | > loss_feat: 6.26890754699707 (7.334225104914771) | > loss_mel: 17.706567764282227 (18.83543826474084) | > loss_duration: 2.0504164695739746 (2.0505196526646596) | > loss_1: 30.1962833404541 (32.58289285500845) | > grad_norm_1: tensor(238.3537, device='cuda:0') (tensor(175.8835, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.4019 (0.36505395836300325) | > loader_time: 0.0042 (0.003870758745405409)  --> TIME: 2024-06-11 03:06:17 -- STEP: 169/330 -- GLOBAL_STEP: 179250 | > loss_disc: 2.2837259769439697 (2.319079513380513) | > loss_disc_real_0: 0.07209472358226776 (0.11574479968413799) | > loss_disc_real_1: 0.17379507422447205 (0.2017879808795523) | > loss_disc_real_2: 0.20890578627586365 (0.21445966093145175) | > loss_disc_real_3: 0.23836466670036316 (0.22483138669524672) | > loss_disc_real_4: 0.20527976751327515 (0.22139046821721206) | > loss_disc_real_5: 0.2097155898809433 (0.21361643596161048) | > loss_0: 2.2837259769439697 (2.319079513380513) | > grad_norm_0: tensor(27.8630, device='cuda:0') (tensor(16.5564, device='cuda:0')) | > loss_gen: 2.7741942405700684 (2.555769820185105) | > loss_kl: 1.8819831609725952 (1.815276448543255) | > loss_feat: 7.9312663078308105 (7.359616375533787) | > loss_mel: 18.995567321777344 (18.808482108031505) | > loss_duration: 2.088141918182373 (2.0541382209789107) | > loss_1: 33.6711540222168 (32.593282868876265) | > grad_norm_1: tensor(408.3907, device='cuda:0') (tensor(192.0410, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.3877 (0.36812293882200714) | > loader_time: 0.0043 (0.003981698899579472)  --> TIME: 2024-06-11 03:06:28 -- STEP: 194/330 -- GLOBAL_STEP: 179275 | > loss_disc: 2.2974095344543457 (2.321861115927549) | > loss_disc_real_0: 0.08673731237649918 (0.11695291687609609) | > loss_disc_real_1: 0.19752241671085358 (0.2014867293926859) | > loss_disc_real_2: 0.2512786090373993 (0.21439165092006168) | > loss_disc_real_3: 0.24408087134361267 (0.2248216241444509) | > loss_disc_real_4: 0.24463120102882385 (0.22218302537485496) | > loss_disc_real_5: 0.21870137751102448 (0.2138593351257216) | > loss_0: 2.2974095344543457 (2.321861115927549) | > grad_norm_0: tensor(19.9316, device='cuda:0') (tensor(20.0657, device='cuda:0')) | > loss_gen: 2.7785274982452393 (2.5581973139772733) | > loss_kl: 1.7143537998199463 (1.8148595506382972) | > loss_feat: 6.60521125793457 (7.34772908318903) | > loss_mel: 18.473163604736328 (18.754426926681678) | > loss_duration: 2.0788469314575195 (2.060384716569762) | > loss_1: 31.650104522705078 (32.5355974865943) | > grad_norm_1: tensor(399.3571, device='cuda:0') (tensor(213.1137, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.3895 (0.37138405903098515) | > loader_time: 0.005 (0.004104753130490022)  --> TIME: 2024-06-11 03:06:38 -- STEP: 219/330 -- GLOBAL_STEP: 179300 | > loss_disc: 2.3111343383789062 (2.3222756897477805) | > loss_disc_real_0: 0.07377827167510986 (0.11773513259204556) | > loss_disc_real_1: 0.1747618317604065 (0.2009676276412729) | > loss_disc_real_2: 0.20568466186523438 (0.21428873243669394) | > loss_disc_real_3: 0.19595323503017426 (0.22466091553097992) | > loss_disc_real_4: 0.20653308928012848 (0.22215627589726558) | > loss_disc_real_5: 0.19206570088863373 (0.21430628886233727) | > loss_0: 2.3111343383789062 (2.3222756897477805) | > grad_norm_0: tensor(9.7348, device='cuda:0') (tensor(21.8765, device='cuda:0')) | > loss_gen: 2.452273368835449 (2.558036707307652) | > loss_kl: 1.992535948753357 (1.8192102196009736) | > loss_feat: 8.166926383972168 (7.360299184442111) | > loss_mel: 19.044057846069336 (18.699171327564823) | > loss_duration: 2.116605281829834 (2.066680953382899) | > loss_1: 33.772396087646484 (32.50339826819016) | > grad_norm_1: tensor(244.3495, device='cuda:0') (tensor(224.9571, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.4043 (0.37564193277054186) | > loader_time: 0.0053 (0.004214925853084759)  --> TIME: 2024-06-11 03:06:49 -- STEP: 244/330 -- GLOBAL_STEP: 179325 | > loss_disc: 2.3201329708099365 (2.3237311693488585) | > loss_disc_real_0: 0.10975474119186401 (0.11823984753096202) | > loss_disc_real_1: 0.17305296659469604 (0.20074805715044994) | > loss_disc_real_2: 0.24369102716445923 (0.21431202294885132) | > loss_disc_real_3: 0.22168436646461487 (0.22480168309612353) | > loss_disc_real_4: 0.24873173236846924 (0.22267982015599969) | > loss_disc_real_5: 0.23923912644386292 (0.214700883101733) | > loss_0: 2.3201329708099365 (2.3237311693488585) | > grad_norm_0: tensor(21.8536, device='cuda:0') (tensor(21.4047, device='cuda:0')) | > loss_gen: 2.676072597503662 (2.55219266356015) | > loss_kl: 1.8317269086837769 (1.822102291662185) | > loss_feat: 7.226680755615234 (7.33719126709172) | > loss_mel: 17.526809692382812 (18.653366956554482) | > loss_duration: 2.067523956298828 (2.074085276146403) | > loss_1: 31.328813552856445 (32.43893839101322) | > grad_norm_1: tensor(204.8482, device='cuda:0') (tensor(221.3811, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.4329 (0.38001341800220684) | > loader_time: 0.0056 (0.004358388361383661)  --> TIME: 2024-06-11 03:07:00 -- STEP: 269/330 -- GLOBAL_STEP: 179350 | > loss_disc: 2.3338027000427246 (2.3258689309584617) | > loss_disc_real_0: 0.11143669486045837 (0.11851129939841958) | > loss_disc_real_1: 0.21382255852222443 (0.20102399377131552) | > loss_disc_real_2: 0.21717120707035065 (0.2142050786975591) | > loss_disc_real_3: 0.2297459989786148 (0.22499835031404813) | > loss_disc_real_4: 0.21524971723556519 (0.2228340952480593) | > loss_disc_real_5: 0.22240328788757324 (0.21464937426786887) | > loss_0: 2.3338027000427246 (2.3258689309584617) | > grad_norm_0: tensor(14.2084, device='cuda:0') (tensor(20.3600, device='cuda:0')) | > loss_gen: 2.674877166748047 (2.545405304564864) | > loss_kl: 1.6930210590362549 (1.8277607690889153) | > loss_feat: 6.9423604011535645 (7.338013879428566) | > loss_mel: 18.095787048339844 (18.623205298384775) | > loss_duration: 2.182908058166504 (2.0811144113540636) | > loss_1: 31.58895492553711 (32.415499669468545) | > grad_norm_1: tensor(103.5021, device='cuda:0') (tensor(211.7941, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.4411 (0.38442788070905615) | > loader_time: 0.0058 (0.004519836610134654)  --> TIME: 2024-06-11 03:07:11 -- STEP: 294/330 -- GLOBAL_STEP: 179375 | > loss_disc: 2.39046049118042 (2.3282073744300273) | > loss_disc_real_0: 0.11891865730285645 (0.1193045287640119) | > loss_disc_real_1: 0.22950662672519684 (0.2015376139660271) | > loss_disc_real_2: 0.22207419574260712 (0.2145720946342766) | > loss_disc_real_3: 0.2429848164319992 (0.22511193576921412) | > loss_disc_real_4: 0.1786755919456482 (0.2230729660918924) | > loss_disc_real_5: 0.2017308622598648 (0.21428303253285744) | > loss_0: 2.39046049118042 (2.3282073744300273) | > grad_norm_0: tensor(11.1348, device='cuda:0') (tensor(19.7632, device='cuda:0')) | > loss_gen: 2.466296911239624 (2.538967527499816) | > loss_kl: 1.8583433628082275 (1.8308745906466526) | > loss_feat: 7.862180233001709 (7.341030276551539) | > loss_mel: 18.008708953857422 (18.571306903346056) | > loss_duration: 2.2242918014526367 (2.0903411807657077) | > loss_1: 32.419822692871094 (32.37252048570283) | > grad_norm_1: tensor(217.8364, device='cuda:0') (tensor(208.5164, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.4498 (0.38982353648360907) | > loader_time: 0.0068 (0.004690390865818987)  --> TIME: 2024-06-11 03:07:24 -- STEP: 319/330 -- GLOBAL_STEP: 179400 | > loss_disc: 2.3451476097106934 (2.3306607153722116) | > loss_disc_real_0: 0.14121903479099274 (0.11992037507667437) | > loss_disc_real_1: 0.1838548332452774 (0.2015694441933617) | > loss_disc_real_2: 0.22371067106723785 (0.21462861203287828) | > loss_disc_real_3: 0.25320783257484436 (0.22547085017993532) | > loss_disc_real_4: 0.20310954749584198 (0.22326665542155602) | > loss_disc_real_5: 0.22328202426433563 (0.21440179538577334) | > loss_0: 2.3451476097106934 (2.3306607153722116) | > grad_norm_0: tensor(31.6726, device='cuda:0') (tensor(20.0931, device='cuda:0')) | > loss_gen: 2.4812610149383545 (2.535383347059866) | > loss_kl: 1.872949481010437 (1.834776381713843) | > loss_feat: 8.120462417602539 (7.360602558219695) | > loss_mel: 18.021114349365234 (18.541392993030133) | > loss_duration: 2.275705575942993 (2.103500510084216) | > loss_1: 32.77149200439453 (32.37565576320158) | > grad_norm_1: tensor(252.9070, device='cuda:0') (tensor(216.3302, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.5543 (0.399124436991342) | > loader_time: 0.0084 (0.004923711376130396)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.573507785797119 (2.573507785797119) | > loss_disc_real_0: 0.08268820494413376 (0.08268820494413376) | > loss_disc_real_1: 0.3343992829322815 (0.3343992829322815) | > loss_disc_real_2: 0.23579959571361542 (0.23579959571361542) | > loss_disc_real_3: 0.25247564911842346 (0.25247564911842346) | > loss_disc_real_4: 0.23000960052013397 (0.23000960052013397) | > loss_disc_real_5: 0.2210572212934494 (0.2210572212934494) | > loss_0: 2.573507785797119 (2.573507785797119) | > loss_gen: 2.418888568878174 (2.418888568878174) | > loss_kl: 2.535834550857544 (2.535834550857544) | > loss_feat: 6.1491827964782715 (6.1491827964782715) | > loss_mel: 16.087432861328125 (16.087432861328125) | > loss_duration: 2.83502197265625 (2.83502197265625) | > loss_1: 30.02635955810547 (30.02635955810547)  --> STEP: 1 | > loss_disc: 2.211329698562622 (2.211329698562622) | > loss_disc_real_0: 0.17186298966407776 (0.17186298966407776) | > loss_disc_real_1: 0.15224689245224 (0.15224689245224) | > loss_disc_real_2: 0.15969374775886536 (0.15969374775886536) | > loss_disc_real_3: 0.20306076109409332 (0.20306076109409332) | > loss_disc_real_4: 0.18294304609298706 (0.18294304609298706) | > loss_disc_real_5: 0.22974100708961487 (0.22974100708961487) | > loss_0: 2.211329698562622 (2.211329698562622) | > loss_gen: 2.2735064029693604 (2.2735064029693604) | > loss_kl: 2.8257768154144287 (2.8257768154144287) | > loss_feat: 6.82564115524292 (6.82564115524292) | > loss_mel: 18.82398796081543 (18.82398796081543) | > loss_duration: 2.3344123363494873 (2.3344123363494873) | > loss_1: 33.08332443237305 (33.08332443237305)  --> STEP: 2 | > loss_disc: 2.170705795288086 (2.191017746925354) | > loss_disc_real_0: 0.07364830374717712 (0.12275564670562744) | > loss_disc_real_1: 0.23506900668144226 (0.19365794956684113) | > loss_disc_real_2: 0.19173386693000793 (0.17571380734443665) | > loss_disc_real_3: 0.18702448904514313 (0.19504262506961823) | > loss_disc_real_4: 0.2146606594324112 (0.19880185276269913) | > loss_disc_real_5: 0.22279313206672668 (0.22626706957817078) | > loss_0: 2.170705795288086 (2.191017746925354) | > loss_gen: 2.4980740547180176 (2.385790228843689) | > loss_kl: 2.212965250015259 (2.5193710327148438) | > loss_feat: 6.373959064483643 (6.599800109863281) | > loss_mel: 18.83705711364746 (18.830522537231445) | > loss_duration: 2.431419849395752 (2.3829160928726196) | > loss_1: 32.35347366333008 (32.71839904785156)  --> STEP: 3 | > loss_disc: 2.2282280921936035 (2.203421195348104) | > loss_disc_real_0: 0.08872592449188232 (0.1114124059677124) | > loss_disc_real_1: 0.21112416684627533 (0.19948002199331918) | > loss_disc_real_2: 0.13081546127796173 (0.160747691988945) | > loss_disc_real_3: 0.2636939585208893 (0.2179264028867086) | > loss_disc_real_4: 0.21144072711467743 (0.20301481088002524) | > loss_disc_real_5: 0.2853981554508209 (0.24597743153572083) | > loss_0: 2.2282280921936035 (2.203421195348104) | > loss_gen: 2.4741082191467285 (2.415229558944702) | > loss_kl: 2.526486396789551 (2.521742820739746) | > loss_feat: 7.46923828125 (6.8896128336588545) | > loss_mel: 19.45592498779297 (19.038990020751953) | > loss_duration: 2.2358808517456055 (2.3339043458302817) | > loss_1: 34.16163635253906 (33.19947814941406)  --> STEP: 4 | > loss_disc: 2.025946855545044 (2.159052610397339) | > loss_disc_real_0: 0.158580020070076 (0.1232043094933033) | > loss_disc_real_1: 0.16552414000034332 (0.19099105149507523) | > loss_disc_real_2: 0.18239612877368927 (0.16615980118513107) | > loss_disc_real_3: 0.1649923175573349 (0.20469288155436516) | > loss_disc_real_4: 0.19253003597259521 (0.20039361715316772) | > loss_disc_real_5: 0.18453918397426605 (0.23061786964535713) | > loss_0: 2.025946855545044 (2.159052610397339) | > loss_gen: 2.9668996334075928 (2.553147077560425) | > loss_kl: 3.0451643466949463 (2.652598202228546) | > loss_feat: 9.306462287902832 (7.493825197219849) | > loss_mel: 19.62526512145996 (19.185558795928955) | > loss_duration: 2.211794853210449 (2.3033769726753235) | > loss_1: 37.15558624267578 (34.18850517272949)  --> STEP: 5 | > loss_disc: 2.296565055847168 (2.186555099487305) | > loss_disc_real_0: 0.16114206612110138 (0.1307918608188629) | > loss_disc_real_1: 0.27234622836112976 (0.20726208686828612) | > loss_disc_real_2: 0.20168927311897278 (0.17326569557189941) | > loss_disc_real_3: 0.24532108008861542 (0.2128185212612152) | > loss_disc_real_4: 0.19749876856803894 (0.19981464743614197) | > loss_disc_real_5: 0.2579258382320404 (0.23607946336269378) | > loss_0: 2.296565055847168 (2.186555099487305) | > loss_gen: 2.68754506111145 (2.5800266742706297) | > loss_kl: 2.2598183155059814 (2.574042224884033) | > loss_feat: 5.385679721832275 (7.072196102142334) | > loss_mel: 19.133197784423828 (19.17508659362793) | > loss_duration: 2.415043354034424 (2.3257102489471437) | > loss_1: 31.881284713745117 (33.727061080932614)  --> STEP: 6 | > loss_disc: 2.3565351963043213 (2.214885115623474) | > loss_disc_real_0: 0.16740766167640686 (0.13689449429512024) | > loss_disc_real_1: 0.24868229031562805 (0.2141654541095098) | > loss_disc_real_2: 0.20663070678710938 (0.17882653077443442) | > loss_disc_real_3: 0.22166647017002106 (0.21429317941268286) | > loss_disc_real_4: 0.1556345671415329 (0.19245130072037378) | > loss_disc_real_5: 0.1818188577890396 (0.2270360291004181) | > loss_0: 2.3565351963043213 (2.214885115623474) | > loss_gen: 2.4644134044647217 (2.560757795969645) | > loss_kl: 2.5723347663879395 (2.5737576484680176) | > loss_feat: 6.26903772354126 (6.938336372375488) | > loss_mel: 19.058015823364258 (19.155574798583984) | > loss_duration: 2.143099784851074 (2.295275171597799) | > loss_1: 32.506900787353516 (33.52370103200277)  --> STEP: 7 | > loss_disc: 2.598461627960205 (2.269681760243007) | > loss_disc_real_0: 0.11633317172527313 (0.1339571624994278) | > loss_disc_real_1: 0.3345886170864105 (0.23136876310620988) | > loss_disc_real_2: 0.1962021142244339 (0.1813087569815772) | > loss_disc_real_3: 0.27421289682388306 (0.2228531390428543) | > loss_disc_real_4: 0.22578027844429016 (0.19721258325236185) | > loss_disc_real_5: 0.30237606167793274 (0.2377988908972059) | > loss_0: 2.598461627960205 (2.269681760243007) | > loss_gen: 2.488414764404297 (2.5504230771745955) | > loss_kl: 2.9668877124786377 (2.6299190861838206) | > loss_feat: 5.6627421379089355 (6.756108624594552) | > loss_mel: 17.811573028564453 (18.96357454572405) | > loss_duration: 2.366436243057251 (2.305441038949149) | > loss_1: 31.29605484008789 (33.205465861729216)  --> STEP: 8 | > loss_disc: 2.162527084350586 (2.2562874257564545) | > loss_disc_real_0: 0.12209092080593109 (0.1324738822877407) | > loss_disc_real_1: 0.13030476868152618 (0.21873576380312443) | > loss_disc_real_2: 0.18043582141399384 (0.18119964003562927) | > loss_disc_real_3: 0.2189500778913498 (0.22236525639891624) | > loss_disc_real_4: 0.187033012509346 (0.19594013690948486) | > loss_disc_real_5: 0.21645040810108185 (0.2351303305476904) | > loss_0: 2.162527084350586 (2.2562874257564545) | > loss_gen: 2.7846217155456543 (2.579697906970978) | > loss_kl: 2.538757085800171 (2.6185238361358643) | > loss_feat: 11.11434268951416 (7.300887882709503) | > loss_mel: 20.399822235107422 (19.143105506896973) | > loss_duration: 2.212635040283203 (2.2938402891159058) | > loss_1: 39.05017852783203 (33.936054944992065)  --> STEP: 9 | > loss_disc: 2.263479709625244 (2.257086568408542) | > loss_disc_real_0: 0.096920907497406 (0.1285235517554813) | > loss_disc_real_1: 0.25082871317863464 (0.22230164706707) | > loss_disc_real_2: 0.15602342784404755 (0.17840228312545353) | > loss_disc_real_3: 0.2576090693473816 (0.22628123561541238) | > loss_disc_real_4: 0.1922703981399536 (0.19553238815731472) | > loss_disc_real_5: 0.25988927483558655 (0.23788132435745662) | > loss_0: 2.263479709625244 (2.257086568408542) | > loss_gen: 2.782949924468994 (2.6022814644707575) | > loss_kl: 2.4815726280212402 (2.6033070352342396) | > loss_feat: 7.096922397613525 (7.278225051032172) | > loss_mel: 19.345592498779297 (19.165604061550564) | > loss_duration: 2.1282036304473877 (2.275436215930515) | > loss_1: 33.83523941040039 (33.92485321892632)  --> STEP: 10 | > loss_disc: 2.2078857421875 (2.252166485786438) | > loss_disc_real_0: 0.1847817301750183 (0.134149369597435) | > loss_disc_real_1: 0.2775736451148987 (0.22782884687185287) | > loss_disc_real_2: 0.18028412759304047 (0.17859046757221222) | > loss_disc_real_3: 0.2252434641122818 (0.22617745846509935) | > loss_disc_real_4: 0.16479194164276123 (0.19245834350585939) | > loss_disc_real_5: 0.19231119751930237 (0.2333243116736412) | > loss_0: 2.2078857421875 (2.252166485786438) | > loss_gen: 2.6165666580200195 (2.6037099838256834) | > loss_kl: 2.4832775592803955 (2.591304087638855) | > loss_feat: 7.343251705169678 (7.284727716445923) | > loss_mel: 18.37863540649414 (19.086907196044923) | > loss_duration: 2.307183265686035 (2.278610920906067) | > loss_1: 33.12891387939453 (33.845259284973146)  --> STEP: 11 | > loss_disc: 2.5055956840515137 (2.2752055038105357) | > loss_disc_real_0: 0.10137312114238739 (0.13116971064697613) | > loss_disc_real_1: 0.24493911862373352 (0.22938432612202383) | > loss_disc_real_2: 0.17778685688972473 (0.17851741205562244) | > loss_disc_real_3: 0.26120319962501526 (0.2293616167523644) | > loss_disc_real_4: 0.19296741485595703 (0.1925046227195046) | > loss_disc_real_5: 0.3169105648994446 (0.24092306196689606) | > loss_0: 2.5055956840515137 (2.2752055038105357) | > loss_gen: 2.211394786834717 (2.568044965917414) | > loss_kl: 2.745077133178711 (2.6052834554152056) | > loss_feat: 4.556344985961914 (7.036692922765559) | > loss_mel: 16.880788803100586 (18.886350978504527) | > loss_duration: 2.4354374408721924 (2.2928678772666236) | > loss_1: 28.829044342041016 (33.389239744706586)  --> STEP: 12 | > loss_disc: 2.358318328857422 (2.282131572564443) | > loss_disc_real_0: 0.10303111374378204 (0.12882482757170996) | > loss_disc_real_1: 0.23727750778198242 (0.23004209126035371) | > loss_disc_real_2: 0.19560647010803223 (0.1799415002266566) | > loss_disc_real_3: 0.22354301810264587 (0.22887673353155455) | > loss_disc_real_4: 0.18675512075424194 (0.19202549755573273) | > loss_disc_real_5: 0.2028016746044159 (0.23774627968668938) | > loss_0: 2.358318328857422 (2.282131572564443) | > loss_gen: 2.372072696685791 (2.5517139434814453) | > loss_kl: 2.331662893295288 (2.5824817419052124) | > loss_feat: 6.3620524406433105 (6.980472882588704) | > loss_mel: 19.953975677490234 (18.975319703420002) | > loss_duration: 2.269913673400879 (2.290955026944478) | > loss_1: 33.289676666259766 (33.380942821502686)  --> STEP: 13 | > loss_disc: 2.0050597190856934 (2.2608183530660777) | > loss_disc_real_0: 0.09072393923997879 (0.12589399000773063) | > loss_disc_real_1: 0.24276918172836304 (0.23102109821943137) | > loss_disc_real_2: 0.11782559007406235 (0.17516335329184166) | > loss_disc_real_3: 0.19558174908161163 (0.22631558088155893) | > loss_disc_real_4: 0.14641067385673523 (0.18851666496350214) | > loss_disc_real_5: 0.1753719300031662 (0.23294825278795683) | > loss_0: 2.0050597190856934 (2.2608183530660777) | > loss_gen: 2.4831783771514893 (2.5464419768406796) | > loss_kl: 2.1120944023132324 (2.546298100398137) | > loss_feat: 9.270524978637695 (7.156630736130935) | > loss_mel: 17.598514556884766 (18.869411615224983) | > loss_duration: 2.083038806915283 (2.2749614715576167) | > loss_1: 33.5473518371582 (33.39374351501465)  --> STEP: 14 | > loss_disc: 2.224947929382324 (2.2582561799458096) | > loss_disc_real_0: 0.14740943908691406 (0.12743080779910088) | > loss_disc_real_1: 0.2177685797214508 (0.2300744897552899) | > loss_disc_real_2: 0.182760551571846 (0.17570601031184196) | > loss_disc_real_3: 0.1924353390932083 (0.22389556361096247) | > loss_disc_real_4: 0.199249729514122 (0.18928331243140356) | > loss_disc_real_5: 0.2320268750190735 (0.23288244009017944) | > loss_0: 2.224947929382324 (2.2582561799458096) | > loss_gen: 2.535489082336426 (2.5456596272332326) | > loss_kl: 3.0761477947235107 (2.584144507135664) | > loss_feat: 5.757091045379639 (7.056663615362985) | > loss_mel: 18.674392700195312 (18.855481692722865) | > loss_duration: 2.2811226844787598 (2.275401558194841) | > loss_1: 32.32424545288086 (33.3173507962908)  --> STEP: 15 | > loss_disc: 2.104462146759033 (2.2480032444000244) | > loss_disc_real_0: 0.05911443009972572 (0.12287638261914254) | > loss_disc_real_1: 0.25322532653808594 (0.23161787887414295) | > loss_disc_real_2: 0.14724917709827423 (0.17380888809760411) | > loss_disc_real_3: 0.22225210070610046 (0.22378599941730498) | > loss_disc_real_4: 0.15063142776489258 (0.18670652012030284) | > loss_disc_real_5: 0.17377915978431702 (0.22894222140312195) | > loss_0: 2.104462146759033 (2.2480032444000244) | > loss_gen: 2.415584087371826 (2.5369879245758056) | > loss_kl: 3.057819128036499 (2.6157228151957193) | > loss_feat: 9.084561347961426 (7.191856797536214) | > loss_mel: 20.366592407226562 (18.956222407023112) | > loss_duration: 2.28995943069458 (2.276372083028157) | > loss_1: 37.214515686035156 (33.57716178894042)  --> STEP: 16 | > loss_disc: 2.7441210746765137 (2.279010608792305) | > loss_disc_real_0: 0.18292680382728577 (0.12662953394465148) | > loss_disc_real_1: 0.3405291438102722 (0.23842483293265104) | > loss_disc_real_2: 0.2090957909822464 (0.17601431952789426) | > loss_disc_real_3: 0.22391322255134583 (0.22379395086318254) | > loss_disc_real_4: 0.20307011902332306 (0.1877292450517416) | > loss_disc_real_5: 0.22507882118225098 (0.2287007588893175) | > loss_0: 2.7441210746765137 (2.279010608792305) | > loss_gen: 2.147510528564453 (2.512645587325096) | > loss_kl: 2.4849743843078613 (2.6075510382652283) | > loss_feat: 7.618912696838379 (7.2185477912425995) | > loss_mel: 17.459251403808594 (18.862661719322205) | > loss_duration: 2.3639233112335205 (2.2818440347909923) | > loss_1: 32.0745735168457 (33.4832500219345)  --> STEP: 17 | > loss_disc: 2.1991543769836426 (2.2743131833917953) | > loss_disc_real_0: 0.2212906777858734 (0.13219783652354689) | > loss_disc_real_1: 0.2985134720802307 (0.2419594587648616) | > loss_disc_real_2: 0.27690190076828003 (0.18194888313026988) | > loss_disc_real_3: 0.2436167448759079 (0.22495999756981344) | > loss_disc_real_4: 0.18315325677394867 (0.18746006927069495) | > loss_disc_real_5: 0.15110622346401215 (0.22413637445253484) | > loss_0: 2.1991543769836426 (2.2743131833917953) | > loss_gen: 3.0440306663513184 (2.543903533150168) | > loss_kl: 1.7287743091583252 (2.555858289494234) | > loss_feat: 7.77758264541626 (7.251432194429285) | > loss_mel: 19.129133224487305 (18.87833651374368) | > loss_duration: 2.4481263160705566 (2.291625345454496) | > loss_1: 34.127647399902344 (33.521155750050255)  --> STEP: 18 | > loss_disc: 2.2068991661071777 (2.2705679602093167) | > loss_disc_real_0: 0.08432281017303467 (0.12953811283740732) | > loss_disc_real_1: 0.18138442933559418 (0.23859417935212454) | > loss_disc_real_2: 0.10338301211595535 (0.17758411251836353) | > loss_disc_real_3: 0.2093386948108673 (0.22409214741653866) | > loss_disc_real_4: 0.22101663053035736 (0.18932432267400953) | > loss_disc_real_5: 0.2549971640110016 (0.22585086276133856) | > loss_0: 2.2068991661071777 (2.2705679602093167) | > loss_gen: 2.4055747985839844 (2.536218603452047) | > loss_kl: 2.768812417984009 (2.5676890744103327) | > loss_feat: 8.871844291687012 (7.341455088721381) | > loss_mel: 19.17755126953125 (18.89495955573188) | > loss_duration: 2.2665748596191406 (2.290233651796976) | > loss_1: 35.4903564453125 (33.630555788675935)  --> STEP: 19 | > loss_disc: 2.6051034927368164 (2.2881750935002376) | > loss_disc_real_0: 0.3150176405906677 (0.13930019324547366) | > loss_disc_real_1: 0.22916218638420105 (0.23809775866960226) | > loss_disc_real_2: 0.1994437724351883 (0.17873462093503853) | > loss_disc_real_3: 0.26522114872932434 (0.22625683169615896) | > loss_disc_real_4: 0.28431546688079834 (0.19432385657963) | > loss_disc_real_5: 0.30602774024009705 (0.2300706984181153) | > loss_0: 2.6051034927368164 (2.2881750935002376) | > loss_gen: 2.6949682235717773 (2.544573846616243) | > loss_kl: 2.5169267654418945 (2.5650173739383093) | > loss_feat: 5.341141700744629 (7.236175436722605) | > loss_mel: 18.687143325805664 (18.884021859419974) | > loss_duration: 2.285087823867798 (2.2899628187480716) | > loss_1: 31.5252685546875 (33.519751197413385)  --> STEP: 20 | > loss_disc: 2.354789972305298 (2.2915058374404906) | > loss_disc_real_0: 0.0895453542470932 (0.13681245129555464) | > loss_disc_real_1: 0.1857868880033493 (0.23548221513628959) | > loss_disc_real_2: 0.2185565084218979 (0.1807257153093815) | > loss_disc_real_3: 0.2987365126609802 (0.22988081574440003) | > loss_disc_real_4: 0.2621261179447174 (0.19771396964788437) | > loss_disc_real_5: 0.22288960218429565 (0.22971164360642432) | > loss_0: 2.354789972305298 (2.2915058374404906) | > loss_gen: 2.4972469806671143 (2.5422075033187865) | > loss_kl: 1.7219866514205933 (2.5228658378124234) | > loss_feat: 6.1633076667785645 (7.1825320482254025) | > loss_mel: 19.442672729492188 (18.911954402923584) | > loss_duration: 2.2879035472869873 (2.2898598551750173) | > loss_1: 32.11311721801758 (33.44941949844359)  --> STEP: 21 | > loss_disc: 2.280824899673462 (2.2909972213563465) | > loss_disc_real_0: 0.14703379571437836 (0.13729918198216529) | > loss_disc_real_1: 0.2660701274871826 (0.23693878239109403) | > loss_disc_real_2: 0.18853124976158142 (0.18109740742615293) | > loss_disc_real_3: 0.18092316389083862 (0.22754949898946852) | > loss_disc_real_4: 0.23217345774173737 (0.19935489765235356) | > loss_disc_real_5: 0.26230621337890625 (0.23126376597654252) | > loss_0: 2.280824899673462 (2.2909972213563465) | > loss_gen: 2.5533945560455322 (2.542740220115298) | > loss_kl: 2.509364366531372 (2.522222910608564) | > loss_feat: 5.897207260131836 (7.121326105935233) | > loss_mel: 17.20102310180664 (18.830481483822776) | > loss_duration: 2.1418685913085938 (2.282812652133759) | > loss_1: 30.3028564453125 (33.299583162580205)  --> STEP: 22 | > loss_disc: 2.557321786880493 (2.303102883425626) | > loss_disc_real_0: 0.1255185306072235 (0.13676369782875886) | > loss_disc_real_1: 0.28243425488471985 (0.23900675841353156) | > loss_disc_real_2: 0.19667454063892365 (0.18180545893582434) | > loss_disc_real_3: 0.2622816860675812 (0.22912823476574637) | > loss_disc_real_4: 0.2052305042743683 (0.19962197068062695) | > loss_disc_real_5: 0.22936929762363434 (0.23117765377868305) | > loss_0: 2.557321786880493 (2.303102883425626) | > loss_gen: 2.0736794471740723 (2.5214192758906973) | > loss_kl: 1.9544981718063354 (2.496417240663008) | > loss_feat: 5.120196342468262 (7.030365662141279) | > loss_mel: 14.702543258666992 (18.64284792813388) | > loss_duration: 2.165215492248535 (2.2774673266844307) | > loss_1: 26.016132354736328 (32.96851721676912)  --> STEP: 23 | > loss_disc: 2.493786334991455 (2.311393468276314) | > loss_disc_real_0: 0.16104812920093536 (0.1378195426710274) | > loss_disc_real_1: 0.23492839932441711 (0.23882943845313528) | > loss_disc_real_2: 0.16829155385494232 (0.18121789784535122) | > loss_disc_real_3: 0.20032934844493866 (0.22787610927353735) | > loss_disc_real_4: 0.1417354792356491 (0.19710516670475836) | > loss_disc_real_5: 0.1929149627685547 (0.22951405851737314) | > loss_0: 2.493786334991455 (2.311393468276314) | > loss_gen: 2.0999951362609863 (2.5030964872111445) | > loss_kl: 1.75460684299469 (2.4641646146774288) | > loss_feat: 8.572484970092773 (7.097414327704388) | > loss_mel: 18.286113739013672 (18.627337745998215) | > loss_duration: 2.262481927871704 (2.2768157876056163) | > loss_1: 32.97568130493164 (32.96882869886314)  --> STEP: 24 | > loss_disc: 2.2667360305786133 (2.3095327417055764) | > loss_disc_real_0: 0.156114861369133 (0.1385818476167818) | > loss_disc_real_1: 0.189997136592865 (0.23679475920895734) | > loss_disc_real_2: 0.13448956608772278 (0.1792708840221167) | > loss_disc_real_3: 0.24830816686153412 (0.22872744500637054) | > loss_disc_real_4: 0.2773117125034332 (0.20044710611303648) | > loss_disc_real_5: 0.24129745364189148 (0.23000503331422806) | > loss_0: 2.2667360305786133 (2.3095327417055764) | > loss_gen: 2.5707180500030518 (2.505914052327474) | > loss_kl: 2.339874505996704 (2.4589858601490655) | > loss_feat: 6.926239967346191 (7.090282062689464) | > loss_mel: 20.42133331298828 (18.702087561289467) | > loss_duration: 2.385558605194092 (2.2813467383384696) | > loss_1: 34.64372253417969 (33.038615942001336)  --> STEP: 25 | > loss_disc: 2.554980754852295 (2.3193506622314453) | > loss_disc_real_0: 0.18974754214286804 (0.14062847539782525) | > loss_disc_real_1: 0.20069444179534912 (0.23535074651241303) | > loss_disc_real_2: 0.22120846807956696 (0.1809483873844147) | > loss_disc_real_3: 0.2815897762775421 (0.2308419382572174) | > loss_disc_real_4: 0.20905902981758118 (0.20079158306121825) | > loss_disc_real_5: 0.2689822018146515 (0.23156412005424498) | > loss_0: 2.554980754852295 (2.3193506622314453) | > loss_gen: 2.374180793762207 (2.5006447219848633) | > loss_kl: 2.3099324703216553 (2.4530237245559694) | > loss_feat: 7.808599472045898 (7.11901475906372) | > loss_mel: 16.599332809448242 (18.61797737121582) | > loss_duration: 2.3214755058288574 (2.282951889038085) | > loss_1: 31.41352081298828 (32.97361213684081)  --> STEP: 26 | > loss_disc: 2.5588133335113525 (2.32856076497298) | > loss_disc_real_0: 0.06926406174898148 (0.1378836902574851) | > loss_disc_real_1: 0.22230865061283112 (0.23484912743935218) | > loss_disc_real_2: 0.23599278926849365 (0.1830654797645716) | > loss_disc_real_3: 0.32066085934638977 (0.2342965121452625) | > loss_disc_real_4: 0.2506108283996582 (0.2027077078819275) | > loss_disc_real_5: 0.2370426058769226 (0.2317748310474249) | > loss_0: 2.5588133335113525 (2.32856076497298) | > loss_gen: 1.971186637878418 (2.480280949519231) | > loss_kl: 2.2408037185668945 (2.4448614166333127) | > loss_feat: 2.8133270740509033 (6.953411386563228) | > loss_mel: 12.98397159576416 (18.401284841390755) | > loss_duration: 2.247638702392578 (2.2815936895517193) | > loss_1: 22.256927490234375 (32.561431958125176) --> EVAL PERFORMANCE | > avg_loader_time: 0.002588913990901067 (+4.932513603797366e-05) | > avg_loss_disc: 2.32856076497298 (+0.00938777281687786) | > avg_loss_disc_real_0: 0.1378836902574851 (+0.020548081741883203) | > avg_loss_disc_real_1: 0.23484912743935218 (-0.04463002085685727) | > avg_loss_disc_real_2: 0.1830654797645716 (-0.013464433069412474) | > avg_loss_disc_real_3: 0.2342965121452625 (+0.0006954406316463935) | > avg_loss_disc_real_4: 0.2027077078819275 (-0.043480513474115884) | > avg_loss_disc_real_5: 0.2317748310474249 (-0.022880826718532088) | > avg_loss_0: 2.32856076497298 (+0.00938777281687786) | > avg_loss_gen: 2.480280949519231 (-0.11813881764045231) | > avg_loss_kl: 2.4448614166333127 (+0.03162942941372249) | > avg_loss_feat: 6.953411386563228 (-0.307302264066843) | > avg_loss_mel: 18.401284841390755 (-0.4664442355816121) | > avg_loss_duration: 2.2815936895517193 (-0.009582647910485687) | > avg_loss_1: 32.561431958125176 (-0.869838934678306)  > EPOCH: 277/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:07:50)   --> TIME: 2024-06-11 03:07:56 -- STEP: 14/330 -- GLOBAL_STEP: 179425 | > loss_disc: 2.3177292346954346 (2.313031690461295) | > loss_disc_real_0: 0.0994558334350586 (0.10239774041942187) | > loss_disc_real_1: 0.20141707360744476 (0.2009376042655536) | > loss_disc_real_2: 0.19231754541397095 (0.21021290017025812) | > loss_disc_real_3: 0.22173424065113068 (0.2235099279454776) | > loss_disc_real_4: 0.22197672724723816 (0.2200367631656783) | > loss_disc_real_5: 0.19147761166095734 (0.21221560026918138) | > loss_0: 2.3177292346954346 (2.313031690461295) | > grad_norm_0: tensor(25.4582, device='cuda:0') (tensor(13.2945, device='cuda:0')) | > loss_gen: 2.519226312637329 (2.496142642838614) | > loss_kl: 1.7348543405532837 (1.8013421978269304) | > loss_feat: 7.108787536621094 (6.753392492021833) | > loss_mel: 18.302536010742188 (18.821645736694336) | > loss_duration: 2.099034309387207 (2.176433631352016) | > loss_1: 31.76443862915039 (32.04895659855434) | > grad_norm_1: tensor(134.0104, device='cuda:0') (tensor(87.7056, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3507 (0.3503438745226179) | > loader_time: 0.0031 (0.0031015021460396902)  --> TIME: 2024-06-11 03:08:05 -- STEP: 39/330 -- GLOBAL_STEP: 179450 | > loss_disc: 2.3448493480682373 (2.3264406399849133) | > loss_disc_real_0: 0.10405504703521729 (0.10921990298307858) | > loss_disc_real_1: 0.18819603323936462 (0.20231723938232812) | > loss_disc_real_2: 0.16707679629325867 (0.21247954284533477) | > loss_disc_real_3: 0.21332435309886932 (0.22577738532653222) | > loss_disc_real_4: 0.2002503126859665 (0.22242457820818975) | > loss_disc_real_5: 0.1980120688676834 (0.21359596153100333) | > loss_0: 2.3448493480682373 (2.3264406399849133) | > grad_norm_0: tensor(9.6946, device='cuda:0') (tensor(11.5947, device='cuda:0')) | > loss_gen: 2.2800962924957275 (2.509627018219386) | > loss_kl: 1.806502103805542 (1.7775169947208502) | > loss_feat: 7.955738067626953 (7.123414712074475) | > loss_mel: 19.240116119384766 (18.91181720831456) | > loss_duration: 2.048187255859375 (2.090320837803376) | > loss_1: 33.33064270019531 (32.41269674056617) | > grad_norm_1: tensor(134.3035, device='cuda:0') (tensor(96.2009, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3504 (0.35077035732758355) | > loader_time: 0.004 (0.0033188416407658504)  --> TIME: 2024-06-11 03:08:14 -- STEP: 64/330 -- GLOBAL_STEP: 179475 | > loss_disc: 2.458353042602539 (2.3254491277039055) | > loss_disc_real_0: 0.12783512473106384 (0.10950921708717942) | > loss_disc_real_1: 0.24270379543304443 (0.2024540975689888) | > loss_disc_real_2: 0.23491106927394867 (0.2155230778735131) | > loss_disc_real_3: 0.2505781054496765 (0.22615977050736547) | > loss_disc_real_4: 0.2584712505340576 (0.22146687982603908) | > loss_disc_real_5: 0.264559805393219 (0.2131419377401471) | > loss_0: 2.458353042602539 (2.3254491277039055) | > grad_norm_0: tensor(7.4270, device='cuda:0') (tensor(10.6116, device='cuda:0')) | > loss_gen: 2.506103515625 (2.5214619897305965) | > loss_kl: 1.8167712688446045 (1.8010856844484806) | > loss_feat: 7.166616439819336 (7.176337383687496) | > loss_mel: 18.840286254882812 (18.831055670976646) | > loss_duration: 2.0158016681671143 (2.062797231599688) | > loss_1: 32.345577239990234 (32.39273774623872) | > grad_norm_1: tensor(68.6041, device='cuda:0') (tensor(94.5789, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3619 (0.35161140188574797) | > loader_time: 0.0036 (0.003415364772081375)  --> TIME: 2024-06-11 03:08:23 -- STEP: 89/330 -- GLOBAL_STEP: 179500 | > loss_disc: 2.306898832321167 (2.3256626825654103) | > loss_disc_real_0: 0.12058905512094498 (0.11132826798417594) | > loss_disc_real_1: 0.2155192792415619 (0.20316306509998408) | > loss_disc_real_2: 0.2499510794878006 (0.21478526495145947) | > loss_disc_real_3: 0.22873085737228394 (0.2258414930841896) | > loss_disc_real_4: 0.21701519191265106 (0.22246359958407586) | > loss_disc_real_5: 0.21750865876674652 (0.2127720805701245) | > loss_0: 2.306898832321167 (2.3256626825654103) | > grad_norm_0: tensor(38.7780, device='cuda:0') (tensor(11.6514, device='cuda:0')) | > loss_gen: 2.566148042678833 (2.517643170410329) | > loss_kl: 1.8196772336959839 (1.8191227296764931) | > loss_feat: 7.192254543304443 (7.194885387849272) | > loss_mel: 18.4188289642334 (18.781705106242327) | > loss_duration: 2.0385756492614746 (2.0514998502945634) | > loss_1: 32.035484313964844 (32.36485624849127) | > grad_norm_1: tensor(275.0089, device='cuda:0') (tensor(117.6926, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3589 (0.3534742794679791) | > loader_time: 0.0036 (0.003513756762729602) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_179500.pth  --> TIME: 2024-06-11 03:08:37 -- STEP: 114/330 -- GLOBAL_STEP: 179525 | > loss_disc: 2.2827820777893066 (2.3292141922733247) | > loss_disc_real_0: 0.15833327174186707 (0.11203465172857568) | > loss_disc_real_1: 0.16188640892505646 (0.20182773849943228) | > loss_disc_real_2: 0.20060887932777405 (0.21461625554059682) | > loss_disc_real_3: 0.21620887517929077 (0.2270744581494415) | > loss_disc_real_4: 0.21729518473148346 (0.2238478903707705) | > loss_disc_real_5: 0.21820783615112305 (0.21491545464908868) | > loss_0: 2.2827820777893066 (2.3292141922733247) | > grad_norm_0: tensor(50.1698, device='cuda:0') (tensor(15.4209, device='cuda:0')) | > loss_gen: 2.609884262084961 (2.5235960441723218) | > loss_kl: 1.957256555557251 (1.8293684020377041) | > loss_feat: 7.599810600280762 (7.202720579348113) | > loss_mel: 19.73062515258789 (18.719344222754767) | > loss_duration: 2.059171438217163 (2.049596846103668) | > loss_1: 33.956748962402344 (32.324626102782126) | > grad_norm_1: tensor(249.6825, device='cuda:0') (tensor(151.4714, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3613 (0.3557267000800684) | > loader_time: 0.0039 (0.0036017413724932753)  --> TIME: 2024-06-11 03:08:47 -- STEP: 139/330 -- GLOBAL_STEP: 179550 | > loss_disc: 2.3406858444213867 (2.3205986348845125) | > loss_disc_real_0: 0.0790812224149704 (0.11166600572119514) | > loss_disc_real_1: 0.15488998591899872 (0.20084058466575128) | > loss_disc_real_2: 0.21443136036396027 (0.21456870265144237) | > loss_disc_real_3: 0.21409974992275238 (0.2257639256527098) | > loss_disc_real_4: 0.184092178940773 (0.22139185752800042) | > loss_disc_real_5: 0.2110576033592224 (0.2149101144118275) | > loss_0: 2.3406858444213867 (2.3205986348845125) | > grad_norm_0: tensor(26.7108, device='cuda:0') (tensor(17.3189, device='cuda:0')) | > loss_gen: 2.4383885860443115 (2.5409413447482994) | > loss_kl: 1.7105404138565063 (1.8273515272483551) | > loss_feat: 7.728315830230713 (7.268884627939128) | > loss_mel: 18.335113525390625 (18.723190486002316) | > loss_duration: 2.107438325881958 (2.052089142284805) | > loss_1: 32.31979751586914 (32.41245706132846) | > grad_norm_1: tensor(323.0944, device='cuda:0') (tensor(169.7289, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3591 (0.3571150611630446) | > loader_time: 0.0043 (0.003708920032857991)  --> TIME: 2024-06-11 03:08:56 -- STEP: 164/330 -- GLOBAL_STEP: 179575 | > loss_disc: 2.2761011123657227 (2.3200319685587085) | > loss_disc_real_0: 0.1245008036494255 (0.1123248907260415) | > loss_disc_real_1: 0.22658595442771912 (0.2009221769687606) | > loss_disc_real_2: 0.20282791554927826 (0.21492036059498787) | > loss_disc_real_3: 0.2240423858165741 (0.2263224429291923) | > loss_disc_real_4: 0.2100878804922104 (0.22219100212905465) | > loss_disc_real_5: 0.21955066919326782 (0.21567230662558137) | > loss_0: 2.2761011123657227 (2.3200319685587085) | > grad_norm_0: tensor(41.0512, device='cuda:0') (tensor(19.7183, device='cuda:0')) | > loss_gen: 2.4921576976776123 (2.551824533357853) | > loss_kl: 1.897749662399292 (1.8315508416513118) | > loss_feat: 7.096615314483643 (7.292609011254659) | > loss_mel: 17.926612854003906 (18.696763271238755) | > loss_duration: 2.1162161827087402 (2.0539824293880926) | > loss_1: 31.52935218811035 (32.42673009779394) | > grad_norm_1: tensor(260.8471, device='cuda:0') (tensor(196.6523, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3657 (0.3608560983727618) | > loader_time: 0.0045 (0.0038029653270070145)  --> TIME: 2024-06-11 03:09:06 -- STEP: 189/330 -- GLOBAL_STEP: 179600 | > loss_disc: 2.2467498779296875 (2.310947786563289) | > loss_disc_real_0: 0.1029365062713623 (0.11259185390734168) | > loss_disc_real_1: 0.19034700095653534 (0.2001962244668335) | > loss_disc_real_2: 0.1887267380952835 (0.21420564900630365) | > loss_disc_real_3: 0.20345503091812134 (0.22486020064858533) | > loss_disc_real_4: 0.2241976112127304 (0.2205907088265848) | > loss_disc_real_5: 0.22432667016983032 (0.21388880861183954) | > loss_0: 2.2467498779296875 (2.310947786563289) | > grad_norm_0: tensor(50.2094, device='cuda:0') (tensor(21.6252, device='cuda:0')) | > loss_gen: 2.6000020503997803 (2.5667230881080427) | > loss_kl: 1.8472245931625366 (1.8307045540481648) | > loss_feat: 7.5397491455078125 (7.351177238282704) | > loss_mel: 18.851308822631836 (18.68618068997823) | > loss_duration: 2.1277174949645996 (2.0600545292808907) | > loss_1: 32.965999603271484 (32.494840036624325) | > grad_norm_1: tensor(512.3588, device='cuda:0') (tensor(222.7580, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.3799 (0.36375936881575005) | > loader_time: 0.0045 (0.003918535494930529)  --> TIME: 2024-06-11 03:09:17 -- STEP: 214/330 -- GLOBAL_STEP: 179625 | > loss_disc: 2.361419200897217 (2.3059739375782913) | > loss_disc_real_0: 0.10862305015325546 (0.11252583659071232) | > loss_disc_real_1: 0.20633453130722046 (0.19991642452567537) | > loss_disc_real_2: 0.2072613537311554 (0.2139588429409767) | > loss_disc_real_3: 0.24701236188411713 (0.22462405765725074) | > loss_disc_real_4: 0.21267272531986237 (0.21999228912814756) | > loss_disc_real_5: 0.21317842602729797 (0.21301344949229856) | > loss_0: 2.361419200897217 (2.3059739375782913) | > grad_norm_0: tensor(22.5532, device='cuda:0') (tensor(22.1086, device='cuda:0')) | > loss_gen: 2.530503273010254 (2.5740958273967856) | > loss_kl: 1.8516781330108643 (1.8336602711231909) | > loss_feat: 6.9626007080078125 (7.395775246842999) | > loss_mel: 19.372285842895508 (18.668588638305668) | > loss_duration: 2.173684597015381 (2.0662139108247852) | > loss_1: 32.890750885009766 (32.53833386608373) | > grad_norm_1: tensor(145.7160, device='cuda:0') (tensor(234.6916, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.4351 (0.36811734137134017) | > loader_time: 0.7506 (0.008344421876925174)  --> TIME: 2024-06-11 03:09:32 -- STEP: 239/330 -- GLOBAL_STEP: 179650 | > loss_disc: 2.187408208847046 (2.3036693828375268) | > loss_disc_real_0: 0.060156162828207016 (0.11249767307768806) | > loss_disc_real_1: 0.2234598845243454 (0.20021600266879572) | > loss_disc_real_2: 0.21575038135051727 (0.2134846754403294) | > loss_disc_real_3: 0.22364747524261475 (0.22464424209614678) | > loss_disc_real_4: 0.2162231206893921 (0.22032241186586882) | > loss_disc_real_5: 0.19197921454906464 (0.212606693349124) | > loss_0: 2.187408208847046 (2.3036693828375268) | > grad_norm_0: tensor(30.2381, device='cuda:0') (tensor(24.0018, device='cuda:0')) | > loss_gen: 2.8005106449127197 (2.578184334304044) | > loss_kl: 1.6851557493209839 (1.8344624097377187) | > loss_feat: 7.867071628570557 (7.418195756409458) | > loss_mel: 19.049169540405273 (18.66227903326186) | > loss_duration: 2.096432685852051 (2.0736523432711693) | > loss_1: 33.49834060668945 (32.56677385753171) | > grad_norm_1: tensor(494.3755, device='cuda:0') (tensor(252.0593, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.4143 (0.3734332238281122) | > loader_time: 0.0055 (0.02412273794038525)  --> TIME: 2024-06-11 03:09:43 -- STEP: 264/330 -- GLOBAL_STEP: 179675 | > loss_disc: 2.4044597148895264 (2.3010547368815453) | > loss_disc_real_0: 0.12323179841041565 (0.11338004931299524) | > loss_disc_real_1: 0.2294532209634781 (0.19988023969485905) | > loss_disc_real_2: 0.20135259628295898 (0.21353802993667848) | > loss_disc_real_3: 0.25043952465057373 (0.2243994347412478) | > loss_disc_real_4: 0.23666654527187347 (0.21939194230644993) | > loss_disc_real_5: 0.20741607248783112 (0.2116980983339476) | > loss_0: 2.4044597148895264 (2.3010547368815453) | > grad_norm_0: tensor(56.2615, device='cuda:0') (tensor(25.8857, device='cuda:0')) | > loss_gen: 2.456188917160034 (2.580461598706968) | > loss_kl: 1.8492069244384766 (1.835654360778404) | > loss_feat: 6.853151798248291 (7.432419616164583) | > loss_mel: 17.259002685546875 (18.622949224529844) | > loss_duration: 2.1952731609344482 (2.0801806151866935) | > loss_1: 30.612821578979492 (32.551665378339386) | > grad_norm_1: tensor(375.8986, device='cuda:0') (tensor(266.3764, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.4316 (0.37867010181600397) | > loader_time: 0.0057 (0.022391117883451057)  --> TIME: 2024-06-11 03:09:54 -- STEP: 289/330 -- GLOBAL_STEP: 179700 | > loss_disc: 2.3311009407043457 (2.3031818940977735) | > loss_disc_real_0: 0.12975957989692688 (0.11433976267345224) | > loss_disc_real_1: 0.20560868084430695 (0.20035161954515124) | > loss_disc_real_2: 0.2074143886566162 (0.2135656907587315) | > loss_disc_real_3: 0.27118295431137085 (0.22442384899487544) | > loss_disc_real_4: 0.2254856675863266 (0.21960147380003875) | > loss_disc_real_5: 0.24805834889411926 (0.21203380627203153) | > loss_0: 2.3311009407043457 (2.3031818940977735) | > grad_norm_0: tensor(12.2672, device='cuda:0') (tensor(28.2630, device='cuda:0')) | > loss_gen: 2.758373498916626 (2.5841323248655326) | > loss_kl: 1.8435280323028564 (1.8356540656832263) | > loss_feat: 7.1095871925354 (7.450786051040702) | > loss_mel: 17.557037353515625 (18.58125944698558) | > loss_duration: 2.218662738800049 (2.088607840884518) | > loss_1: 31.4871883392334 (32.540439678310946) | > grad_norm_1: tensor(470.9124, device='cuda:0') (tensor(281.6999, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.4551 (0.3840203722455511) | > loader_time: 0.0068 (0.02098278025854831)  --> TIME: 2024-06-11 03:10:07 -- STEP: 314/330 -- GLOBAL_STEP: 179725 | > loss_disc: 2.2820119857788086 (2.3060745281778323) | > loss_disc_real_0: 0.14521892368793488 (0.11546357782783022) | > loss_disc_real_1: 0.24784253537654877 (0.2008161007124148) | > loss_disc_real_2: 0.2379489690065384 (0.21396627628309706) | > loss_disc_real_3: 0.2154981940984726 (0.22394436123264824) | > loss_disc_real_4: 0.20984113216400146 (0.21921072454209536) | > loss_disc_real_5: 0.20426711440086365 (0.2119790822457356) | > loss_0: 2.2820119857788086 (2.3060745281778323) | > grad_norm_0: tensor(49.0644, device='cuda:0') (tensor(29.3711, device='cuda:0')) | > loss_gen: 2.6337132453918457 (2.5829397553850892) | > loss_kl: 1.8489160537719727 (1.8363240224540613) | > loss_feat: 7.994317054748535 (7.476199093897631) | > loss_mel: 17.1732234954834 (18.546540065935467) | > loss_duration: 2.2759785652160645 (2.100568033327724) | > loss_1: 31.9261474609375 (32.54257095239726) | > grad_norm_1: tensor(516.9812, device='cuda:0') (tensor(292.9143, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.5215 (0.3924114514308371) | > loader_time: 0.0079 (0.019886762473233947)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0032284259796143 (2.0032284259796143) | > loss_disc_real_0: 0.052009835839271545 (0.052009835839271545) | > loss_disc_real_1: 0.13190551102161407 (0.13190551102161407) | > loss_disc_real_2: 0.1809135228395462 (0.1809135228395462) | > loss_disc_real_3: 0.14915962517261505 (0.14915962517261505) | > loss_disc_real_4: 0.17343591153621674 (0.17343591153621674) | > loss_disc_real_5: 0.16365326941013336 (0.16365326941013336) | > loss_0: 2.0032284259796143 (2.0032284259796143) | > loss_gen: 2.5047500133514404 (2.5047500133514404) | > loss_kl: 1.9322351217269897 (1.9322351217269897) | > loss_feat: 8.822672843933105 (8.822672843933105) | > loss_mel: 19.689315795898438 (19.689315795898438) | > loss_duration: 2.8156304359436035 (2.8156304359436035) | > loss_1: 35.76460647583008 (35.76460647583008)  --> STEP: 1 | > loss_disc: 2.2840278148651123 (2.2840278148651123) | > loss_disc_real_0: 0.12005048990249634 (0.12005048990249634) | > loss_disc_real_1: 0.1379733383655548 (0.1379733383655548) | > loss_disc_real_2: 0.2156076729297638 (0.2156076729297638) | > loss_disc_real_3: 0.21846438944339752 (0.21846438944339752) | > loss_disc_real_4: 0.25137096643447876 (0.25137096643447876) | > loss_disc_real_5: 0.22904647886753082 (0.22904647886753082) | > loss_0: 2.2840278148651123 (2.2840278148651123) | > loss_gen: 2.330120325088501 (2.330120325088501) | > loss_kl: 1.5588427782058716 (1.5588427782058716) | > loss_feat: 6.184920787811279 (6.184920787811279) | > loss_mel: 17.727542877197266 (17.727542877197266) | > loss_duration: 2.3521246910095215 (2.3521246910095215) | > loss_1: 30.15355110168457 (30.15355110168457)  --> STEP: 2 | > loss_disc: 2.409255027770996 (2.346641421318054) | > loss_disc_real_0: 0.08014844357967377 (0.10009946674108505) | > loss_disc_real_1: 0.16925650835037231 (0.15361492335796356) | > loss_disc_real_2: 0.26049935817718506 (0.23805351555347443) | > loss_disc_real_3: 0.23805350065231323 (0.22825894504785538) | > loss_disc_real_4: 0.20445528626441956 (0.22791312634944916) | > loss_disc_real_5: 0.2761428654193878 (0.2525946721434593) | > loss_0: 2.409255027770996 (2.346641421318054) | > loss_gen: 2.34529972076416 (2.3377100229263306) | > loss_kl: 1.9144307374954224 (1.736636757850647) | > loss_feat: 6.160377502441406 (6.172649145126343) | > loss_mel: 18.7416934967041 (18.234618186950684) | > loss_duration: 2.385432243347168 (2.3687784671783447) | > loss_1: 31.54723358154297 (30.85039234161377)  --> STEP: 3 | > loss_disc: 2.051712989807129 (2.2483319441477456) | > loss_disc_real_0: 0.07238945364952087 (0.09086279571056366) | > loss_disc_real_1: 0.15094830095767975 (0.15272604922453561) | > loss_disc_real_2: 0.15827669203281403 (0.21146124104658762) | > loss_disc_real_3: 0.15102887153625488 (0.2025155872106552) | > loss_disc_real_4: 0.1557990163564682 (0.20387508968512216) | > loss_disc_real_5: 0.18167878687381744 (0.22895604372024536) | > loss_0: 2.051712989807129 (2.2483319441477456) | > loss_gen: 2.341170072555542 (2.3388633728027344) | > loss_kl: 3.0673763751983643 (2.180216630299886) | > loss_feat: 8.339500427246094 (6.894932905832927) | > loss_mel: 19.75885772705078 (18.742698033650715) | > loss_duration: 2.215909004211426 (2.317821979522705) | > loss_1: 35.72281265258789 (32.47453244527181)  --> STEP: 4 | > loss_disc: 2.2816033363342285 (2.2566497921943665) | > loss_disc_real_0: 0.07456517219543457 (0.08678838983178139) | > loss_disc_real_1: 0.1726091057062149 (0.15769681334495544) | > loss_disc_real_2: 0.23751218616962433 (0.2179739773273468) | > loss_disc_real_3: 0.16745813190937042 (0.19375122338533401) | > loss_disc_real_4: 0.1610516905784607 (0.1931692399084568) | > loss_disc_real_5: 0.1694374680519104 (0.21407639980316162) | > loss_0: 2.2816033363342285 (2.2566497921943665) | > loss_gen: 2.268286943435669 (2.321219265460968) | > loss_kl: 2.719623565673828 (2.3150683641433716) | > loss_feat: 7.695695877075195 (7.095123648643494) | > loss_mel: 20.085729598999023 (19.078455924987793) | > loss_duration: 2.2297470569610596 (2.2958032488822937) | > loss_1: 34.99908447265625 (33.10567045211792)  --> STEP: 5 | > loss_disc: 2.2346320152282715 (2.2522462368011475) | > loss_disc_real_0: 0.09736169874668121 (0.08890305161476135) | > loss_disc_real_1: 0.2081979215145111 (0.16779703497886658) | > loss_disc_real_2: 0.20313984155654907 (0.21500715017318725) | > loss_disc_real_3: 0.2084980309009552 (0.19670058488845826) | > loss_disc_real_4: 0.22959396243095398 (0.20045418441295623) | > loss_disc_real_5: 0.15206465125083923 (0.20167405009269715) | > loss_0: 2.2346320152282715 (2.2522462368011475) | > loss_gen: 2.395653247833252 (2.336106061935425) | > loss_kl: 2.0485005378723145 (2.26175479888916) | > loss_feat: 6.803133487701416 (7.036725616455078) | > loss_mel: 21.005916595458984 (19.463948059082032) | > loss_duration: 2.3225042819976807 (2.301143455505371) | > loss_1: 34.57571029663086 (33.39967842102051)  --> STEP: 6 | > loss_disc: 2.1850788593292236 (2.24105167388916) | > loss_disc_real_0: 0.08822926878929138 (0.08879075447718303) | > loss_disc_real_1: 0.17761094868183136 (0.16943268726269403) | > loss_disc_real_2: 0.20166191458702087 (0.21278294424215952) | > loss_disc_real_3: 0.17611467838287354 (0.1932696004708608) | > loss_disc_real_4: 0.2270321100950241 (0.20488383869330087) | > loss_disc_real_5: 0.16513174772262573 (0.1955836663643519) | > loss_0: 2.1850788593292236 (2.24105167388916) | > loss_gen: 2.359929084777832 (2.3400765657424927) | > loss_kl: 2.326324462890625 (2.272516409556071) | > loss_feat: 6.660407066345215 (6.9740058581034345) | > loss_mel: 19.031675338745117 (19.391902605692547) | > loss_duration: 2.1067557334899902 (2.268745501836141) | > loss_1: 32.48508834838867 (33.247246742248535)  --> STEP: 7 | > loss_disc: 2.3694047927856445 (2.259387833731515) | > loss_disc_real_0: 0.09976346790790558 (0.09035828496728625) | > loss_disc_real_1: 0.17918553948402405 (0.17082595186574118) | > loss_disc_real_2: 0.2325962334871292 (0.21561341413429805) | > loss_disc_real_3: 0.2251877337694168 (0.19782933379922593) | > loss_disc_real_4: 0.19540899991989136 (0.20353029029709951) | > loss_disc_real_5: 0.24639485776424408 (0.20284240799290792) | > loss_0: 2.3694047927856445 (2.259387833731515) | > loss_gen: 2.306633949279785 (2.335299049104963) | > loss_kl: 2.9283287525177 (2.366203887122018) | > loss_feat: 6.905428886413574 (6.964209147862026) | > loss_mel: 18.23451042175293 (19.226560865129745) | > loss_duration: 2.511763095855713 (2.3034623009817943) | > loss_1: 32.88666534423828 (33.195735113961355)  --> STEP: 8 | > loss_disc: 2.1840853691101074 (2.249975025653839) | > loss_disc_real_0: 0.1558910757303238 (0.09854988381266594) | > loss_disc_real_1: 0.145111083984375 (0.1676115933805704) | > loss_disc_real_2: 0.19156262278556824 (0.21260706521570683) | > loss_disc_real_3: 0.16272613406181335 (0.19344143383204937) | > loss_disc_real_4: 0.17264296114444733 (0.199669374153018) | > loss_disc_real_5: 0.26665741205215454 (0.21081928350031376) | > loss_0: 2.1840853691101074 (2.249975025653839) | > loss_gen: 2.6994261741638184 (2.38081493973732) | > loss_kl: 2.5449893474578857 (2.3885520696640015) | > loss_feat: 10.757288932800293 (7.438344120979309) | > loss_mel: 19.89842987060547 (19.31054449081421) | > loss_duration: 2.148064613342285 (2.2840375900268555) | > loss_1: 38.048194885253906 (33.802292585372925)  --> STEP: 9 | > loss_disc: 2.0088400840759277 (2.2231822543674045) | > loss_disc_real_0: 0.09955550730228424 (0.09866161975595686) | > loss_disc_real_1: 0.14507800340652466 (0.165107861161232) | > loss_disc_real_2: 0.16362245380878448 (0.20716433061493766) | > loss_disc_real_3: 0.154892697930336 (0.1891582409540812) | > loss_disc_real_4: 0.1696348339319229 (0.19633220301734078) | > loss_disc_real_5: 0.15973633527755737 (0.20514340036445194) | > loss_0: 2.0088400840759277 (2.2231822543674045) | > loss_gen: 2.3251945972442627 (2.3746349016825357) | > loss_kl: 1.9255958795547485 (2.3371124929851956) | > loss_feat: 9.841009140014648 (7.705306900872125) | > loss_mel: 19.864654541015625 (19.372112274169922) | > loss_duration: 2.055009126663208 (2.25858998298645) | > loss_1: 36.0114631652832 (34.04775598314073)  --> STEP: 10 | > loss_disc: 2.2606430053710938 (2.2269283294677735) | > loss_disc_real_0: 0.14980964362621307 (0.10377642214298248) | > loss_disc_real_1: 0.1757209151983261 (0.1661691665649414) | > loss_disc_real_2: 0.2121896594762802 (0.20766686350107194) | > loss_disc_real_3: 0.20725083351135254 (0.19096750020980835) | > loss_disc_real_4: 0.2062377631664276 (0.19732275903224944) | > loss_disc_real_5: 0.20375680923461914 (0.20500474125146867) | > loss_0: 2.2606430053710938 (2.2269283294677735) | > loss_gen: 2.6670448780059814 (2.4038758993148805) | > loss_kl: 2.1662111282348633 (2.3200223565101625) | > loss_feat: 7.487231731414795 (7.683499383926391) | > loss_mel: 19.00039291381836 (19.334940338134764) | > loss_duration: 2.3057398796081543 (2.2633049726486205) | > loss_1: 33.62662124633789 (34.00564250946045)  --> STEP: 11 | > loss_disc: 2.420064926147461 (2.2444862018931997) | > loss_disc_real_0: 0.10574386268854141 (0.10395528037439693) | > loss_disc_real_1: 0.10904769599437714 (0.16097630560398102) | > loss_disc_real_2: 0.2090577781200409 (0.20779331028461456) | > loss_disc_real_3: 0.2430879920721054 (0.19570572674274445) | > loss_disc_real_4: 0.21078909933567047 (0.1985469717871059) | > loss_disc_real_5: 0.22568657994270325 (0.20688490840521725) | > loss_0: 2.420064926147461 (2.2444862018931997) | > loss_gen: 2.1439833641052246 (2.3802493052049116) | > loss_kl: 2.8805747032165527 (2.3709816607561978) | > loss_feat: 7.4623703956604 (7.663396748629483) | > loss_mel: 17.800548553466797 (19.195450175892223) | > loss_duration: 2.416314125061035 (2.2772148955952036) | > loss_1: 32.703792572021484 (33.88729251514781)  --> STEP: 12 | > loss_disc: 2.5715413093566895 (2.2717407941818237) | > loss_disc_real_0: 0.1234549731016159 (0.10558025476833184) | > loss_disc_real_1: 0.18142089247703552 (0.16268002117673555) | > loss_disc_real_2: 0.2478095442056656 (0.21112799644470215) | > loss_disc_real_3: 0.1392296850681305 (0.19099938993652663) | > loss_disc_real_4: 0.155110701918602 (0.19492728263139725) | > loss_disc_real_5: 0.12282988429069519 (0.1998803230623404) | > loss_0: 2.5715413093566895 (2.2717407941818237) | > loss_gen: 1.6988569498062134 (2.3234666089216867) | > loss_kl: 2.184922695159912 (2.355476746956507) | > loss_feat: 6.062119960784912 (7.529957016309102) | > loss_mel: 17.185707092285156 (19.027971585591633) | > loss_duration: 2.2364933490753174 (2.2738214333852134) | > loss_1: 29.368101119995117 (33.51069323221842)  --> STEP: 13 | > loss_disc: 2.536445140838623 (2.2921026670015774) | > loss_disc_real_0: 0.17925414443016052 (0.11124747705001098) | > loss_disc_real_1: 0.2255050092935562 (0.16751271257033715) | > loss_disc_real_2: 0.2177317887544632 (0.2116359804685299) | > loss_disc_real_3: 0.20335116982460022 (0.1919495268509938) | > loss_disc_real_4: 0.25712496042251587 (0.19971171938456023) | > loss_disc_real_5: 0.2943649888038635 (0.2071483742732268) | > loss_0: 2.536445140838623 (2.2921026670015774) | > loss_gen: 2.203857183456421 (2.314265883885897) | > loss_kl: 2.5252981185913086 (2.3685399293899536) | > loss_feat: 5.0732269287109375 (7.340977778801551) | > loss_mel: 16.96249771118164 (18.86908897986779) | > loss_duration: 2.0998990535736084 (2.2604427887843204) | > loss_1: 28.86478042602539 (33.15331532404973)  --> STEP: 14 | > loss_disc: 2.3787760734558105 (2.2982936246054515) | > loss_disc_real_0: 0.15443474054336548 (0.11433228158525058) | > loss_disc_real_1: 0.13098767399787903 (0.164903781243733) | > loss_disc_real_2: 0.19070880115032196 (0.21014118194580078) | > loss_disc_real_3: 0.20930659770965576 (0.19318931762661254) | > loss_disc_real_4: 0.15722998976707458 (0.19667731012616838) | > loss_disc_real_5: 0.18251918256282806 (0.2053891462939126) | > loss_0: 2.3787760734558105 (2.2982936246054515) | > loss_gen: 2.0989675521850586 (2.2988874316215515) | > loss_kl: 2.6207592487335205 (2.3865555950573514) | > loss_feat: 7.468606472015381 (7.35009411403111) | > loss_mel: 19.512319564819336 (18.91503402165004) | > loss_duration: 2.308595895767212 (2.2638822964259555) | > loss_1: 34.00925064086914 (33.2144535609654)  --> STEP: 15 | > loss_disc: 2.1495654582977295 (2.2883784135182696) | > loss_disc_real_0: 0.1169942319393158 (0.11450974494218827) | > loss_disc_real_1: 0.17232711613178253 (0.16539867023626964) | > loss_disc_real_2: 0.21395336091518402 (0.21039532721042634) | > loss_disc_real_3: 0.20433743298053741 (0.1939325253168742) | > loss_disc_real_4: 0.19600136578083038 (0.1966322471698125) | > loss_disc_real_5: 0.16341690719127655 (0.20259099702040353) | > loss_0: 2.1495654582977295 (2.2883784135182696) | > loss_gen: 2.5140936374664307 (2.3132345120112103) | > loss_kl: 2.991349458694458 (2.426875185966492) | > loss_feat: 7.561573505401611 (7.364192740122477) | > loss_mel: 19.579439163208008 (18.959327697753906) | > loss_duration: 2.3120346069335938 (2.2670924504597982) | > loss_1: 34.958492279052734 (33.33072280883789)  --> STEP: 16 | > loss_disc: 2.279825210571289 (2.2878438383340836) | > loss_disc_real_0: 0.1285962015390396 (0.11539014847949147) | > loss_disc_real_1: 0.14154498279094696 (0.16390781477093697) | > loss_disc_real_2: 0.24655722081661224 (0.21265544556081295) | > loss_disc_real_3: 0.22736069560050964 (0.1960217859596014) | > loss_disc_real_4: 0.23583057522773743 (0.19908214267343283) | > loss_disc_real_5: 0.23693326115608215 (0.20473738852888346) | > loss_0: 2.279825210571289 (2.2878438383340836) | > loss_gen: 2.45208477973938 (2.3219126537442207) | > loss_kl: 2.4683544635772705 (2.4294676408171654) | > loss_feat: 10.734950065612793 (7.574865072965622) | > loss_mel: 16.37030792236328 (18.797513961791992) | > loss_duration: 2.2995426654815674 (2.2691205888986588) | > loss_1: 34.32523727416992 (33.39287996292114)  --> STEP: 17 | > loss_disc: 2.42714262008667 (2.2960378843195297) | > loss_disc_real_0: 0.06869212538003922 (0.11264320594422958) | > loss_disc_real_1: 0.20226013660430908 (0.1661638337023118) | > loss_disc_real_2: 0.23547464609146118 (0.2139977514743805) | > loss_disc_real_3: 0.2897988557815552 (0.2015380841844222) | > loss_disc_real_4: 0.1704561561346054 (0.19739826111232534) | > loss_disc_real_5: 0.1843445599079132 (0.20353781037470875) | > loss_0: 2.42714262008667 (2.2960378843195297) | > loss_gen: 2.2237772941589355 (2.316139985533322) | > loss_kl: 2.057441473007202 (2.40758374859305) | > loss_feat: 7.298177719116211 (7.558589346268597) | > loss_mel: 18.39654541015625 (18.773927576401654) | > loss_duration: 2.334804058074951 (2.2729843223796173) | > loss_1: 32.31074523925781 (33.32922497917624)  --> STEP: 18 | > loss_disc: 2.0065197944641113 (2.279953545994229) | > loss_disc_real_0: 0.11629621684551239 (0.11284615099430084) | > loss_disc_real_1: 0.12411465495824814 (0.16382776821653047) | > loss_disc_real_2: 0.14030468463897705 (0.20990369220574698) | > loss_disc_real_3: 0.16946879029273987 (0.1997564567459954) | > loss_disc_real_4: 0.20730328559875488 (0.1979485402504603) | > loss_disc_real_5: 0.22647908329963684 (0.20481232553720474) | > loss_0: 2.0065197944641113 (2.279953545994229) | > loss_gen: 2.8726274967193604 (2.3470559583769903) | > loss_kl: 3.4806432723999023 (2.4671981665823193) | > loss_feat: 10.747384071350098 (7.735744608773126) | > loss_mel: 18.58938217163086 (18.763675053914387) | > loss_duration: 2.2626776695251465 (2.272411730554369) | > loss_1: 37.95271301269531 (33.58608542548286)  --> STEP: 19 | > loss_disc: 2.301362991333008 (2.281080358906796) | > loss_disc_real_0: 0.10359694808721542 (0.11235935084129635) | > loss_disc_real_1: 0.2351953238248825 (0.16758395535381218) | > loss_disc_real_2: 0.19932709634304047 (0.20934702926560453) | > loss_disc_real_3: 0.16064892709255219 (0.19769816571160367) | > loss_disc_real_4: 0.22451627254486084 (0.1993468419501656) | > loss_disc_real_5: 0.2744070887565613 (0.20847520781190773) | > loss_0: 2.301362991333008 (2.281080358906796) | > loss_gen: 2.394343614578247 (2.349544782387583) | > loss_kl: 1.9480476379394531 (2.4398744545484843) | > loss_feat: 6.960640907287598 (7.694949677115993) | > loss_mel: 19.28134536743164 (18.79092085988898) | > loss_duration: 2.295846939086914 (2.2736451625823975) | > loss_1: 32.880226135253906 (33.54893493652344)  --> STEP: 20 | > loss_disc: 2.6121816635131836 (2.2976354241371153) | > loss_disc_real_0: 0.05201927199959755 (0.1093423468992114) | > loss_disc_real_1: 0.15612326562404633 (0.1670109208673239) | > loss_disc_real_2: 0.19232888519763947 (0.20849612206220627) | > loss_disc_real_3: 0.24690961837768555 (0.20015873834490777) | > loss_disc_real_4: 0.24945802986621857 (0.20185240134596824) | > loss_disc_real_5: 0.27362000942230225 (0.21173244789242746) | > loss_0: 2.6121816635131836 (2.2976354241371153) | > loss_gen: 1.9753639698028564 (2.3308357417583467) | > loss_kl: 2.016819953918457 (2.418721729516983) | > loss_feat: 5.652087688446045 (7.592806577682495) | > loss_mel: 20.00616455078125 (18.851683044433592) | > loss_duration: 2.2568564414978027 (2.272805726528168) | > loss_1: 31.90729331970215 (33.466852855682376)  --> STEP: 21 | > loss_disc: 2.179222822189331 (2.291996728806269) | > loss_disc_real_0: 0.11988814175128937 (0.10984452760645322) | > loss_disc_real_1: 0.18913045525550842 (0.168064232028666) | > loss_disc_real_2: 0.197891503572464 (0.2079911402293614) | > loss_disc_real_3: 0.2543105185031891 (0.20273739454292117) | > loss_disc_real_4: 0.19411015510559082 (0.2014837229535693) | > loss_disc_real_5: 0.15724170207977295 (0.20913765047277724) | > loss_0: 2.179222822189331 (2.291996728806269) | > loss_gen: 2.5057899951934814 (2.339166896683829) | > loss_kl: 2.1471498012542725 (2.4057897329330444) | > loss_feat: 6.73491907119751 (7.5519547916594005) | > loss_mel: 19.62220001220703 (18.88837432861328) | > loss_duration: 2.1378049850463867 (2.26637711979094) | > loss_1: 33.147865295410156 (33.45166297185989)  --> STEP: 22 | > loss_disc: 2.3684089183807373 (2.295470010150563) | > loss_disc_real_0: 0.14512130618095398 (0.1114480175416578) | > loss_disc_real_1: 0.1667577624320984 (0.16800484704700383) | > loss_disc_real_2: 0.19776789844036102 (0.20752644742077048) | > loss_disc_real_3: 0.18695472180843353 (0.20202000032771716) | > loss_disc_real_4: 0.20569290220737457 (0.20167504928328775) | > loss_disc_real_5: 0.19404323399066925 (0.20845154063268143) | > loss_0: 2.3684089183807373 (2.295470010150563) | > loss_gen: 2.2002763748168945 (2.332853691144423) | > loss_kl: 1.9956454038619995 (2.3871468088843604) | > loss_feat: 5.5981059074401855 (7.463143478740346) | > loss_mel: 16.334815979003906 (18.77230349454013) | > loss_duration: 2.1487560272216797 (2.2610307064923374) | > loss_1: 28.27760124206543 (33.21647834777832)  --> STEP: 23 | > loss_disc: 2.4959535598754883 (2.3041866862255596) | > loss_disc_real_0: 0.14439095556735992 (0.11288031919494919) | > loss_disc_real_1: 0.18660695850849152 (0.16881363450185113) | > loss_disc_real_2: 0.2540735900402069 (0.2095502362303112) | > loss_disc_real_3: 0.21514715254306793 (0.2025907460762107) | > loss_disc_real_4: 0.18023653328418732 (0.2007429398920225) | > loss_disc_real_5: 0.24416926503181458 (0.21000448517177417) | > loss_0: 2.4959535598754883 (2.3041866862255596) | > loss_gen: 2.0654773712158203 (2.321228633756223) | > loss_kl: 2.852485179901123 (2.4073789119720455) | > loss_feat: 6.079995155334473 (7.403006595114003) | > loss_mel: 17.916027069091797 (18.735074084738027) | > loss_duration: 2.2666468620300293 (2.261274887167889) | > loss_1: 31.180631637573242 (33.12796327342158)  --> STEP: 24 | > loss_disc: 2.1866087913513184 (2.299287607272466) | > loss_disc_real_0: 0.08126943558454514 (0.11156319904451568) | > loss_disc_real_1: 0.1621539294719696 (0.16853614679227272) | > loss_disc_real_2: 0.18515700101852417 (0.20853385142982006) | > loss_disc_real_3: 0.1493324190378189 (0.2003716491162777) | > loss_disc_real_4: 0.1705508679151535 (0.1994849368929863) | > loss_disc_real_5: 0.12768860161304474 (0.20657465669016042) | > loss_0: 2.1866087913513184 (2.299287607272466) | > loss_gen: 2.0390820503234863 (2.3094725261131925) | > loss_kl: 2.3921101093292236 (2.406742711861928) | > loss_feat: 6.636932373046875 (7.371086835861206) | > loss_mel: 18.38014030456543 (18.720285177230835) | > loss_duration: 2.3497447967529297 (2.264961133400599) | > loss_1: 31.798009872436523 (33.07254854838053)  --> STEP: 25 | > loss_disc: 2.604022741317749 (2.311477012634277) | > loss_disc_real_0: 0.27585893869400024 (0.11813502863049508) | > loss_disc_real_1: 0.20459067821502686 (0.1699783280491829) | > loss_disc_real_2: 0.31678953766822815 (0.21286407887935638) | > loss_disc_real_3: 0.22691230475902557 (0.2014332753419876) | > loss_disc_real_4: 0.20934373140335083 (0.19987928867340088) | > loss_disc_real_5: 0.2491961270570755 (0.20827951550483703) | > loss_0: 2.604022741317749 (2.311477012634277) | > loss_gen: 2.5515122413635254 (2.3191541147232058) | > loss_kl: 2.8138957023620605 (2.4230288314819335) | > loss_feat: 8.030017852783203 (7.397444076538086) | > loss_mel: 16.478120803833008 (18.63059860229492) | > loss_duration: 2.3454537391662598 (2.268180837631226) | > loss_1: 32.21900177001953 (33.038406677246094)  --> STEP: 26 | > loss_disc: 2.540738344192505 (2.3202947561557474) | > loss_disc_real_0: 0.16839854419231415 (0.12006824076748811) | > loss_disc_real_1: 0.14094197750091553 (0.16886154533578798) | > loss_disc_real_2: 0.22101272642612457 (0.21317748840038592) | > loss_disc_real_3: 0.19006823003292084 (0.2009961582147158) | > loss_disc_real_4: 0.20668497681617737 (0.2001410459096615) | > loss_disc_real_5: 0.22156447172164917 (0.20879047535932982) | > loss_0: 2.540738344192505 (2.3202947561557474) | > loss_gen: 2.113734006881714 (2.311253341344687) | > loss_kl: 2.184379816055298 (2.413850023196294) | > loss_feat: 7.381297588348389 (7.3968230577615595) | > loss_mel: 13.2725830078125 (18.42452107943021) | > loss_duration: 2.3123083114624023 (2.269878048163194) | > loss_1: 27.264301300048828 (32.81632570120004) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024815706106332634 (-0.00010734338026780355) | > avg_loss_disc: 2.3202947561557474 (-0.008266008817232606) | > avg_loss_disc_real_0: 0.12006824076748811 (-0.017815449489996985) | > avg_loss_disc_real_1: 0.16886154533578798 (-0.0659875821035642) | > avg_loss_disc_real_2: 0.21317748840038592 (+0.030112008635814314) | > avg_loss_disc_real_3: 0.2009961582147158 (-0.0333003539305467) | > avg_loss_disc_real_4: 0.2001410459096615 (-0.002566661972265988) | > avg_loss_disc_real_5: 0.20879047535932982 (-0.022984355688095093) | > avg_loss_0: 2.3202947561557474 (-0.008266008817232606) | > avg_loss_gen: 2.311253341344687 (-0.16902760817454388) | > avg_loss_kl: 2.413850023196294 (-0.031011393437018864) | > avg_loss_feat: 7.3968230577615595 (+0.4434116711983318) | > avg_loss_mel: 18.42452107943021 (+0.023236238039455515) | > avg_loss_duration: 2.269878048163194 (-0.0117156413885251) | > avg_loss_1: 32.81632570120004 (+0.25489374307486656)  > EPOCH: 278/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:10:36)   --> TIME: 2024-06-11 03:10:40 -- STEP: 9/330 -- GLOBAL_STEP: 179750 | > loss_disc: 2.3584096431732178 (2.2778810924953885) | > loss_disc_real_0: 0.11595768481492996 (0.09843556003438102) | > loss_disc_real_1: 0.2154795080423355 (0.19159912235207027) | > loss_disc_real_2: 0.2403090000152588 (0.2048293732934528) | > loss_disc_real_3: 0.2628961503505707 (0.22874300844139522) | > loss_disc_real_4: 0.25964537262916565 (0.21755678123897976) | > loss_disc_real_5: 0.24633045494556427 (0.22059250043498146) | > loss_0: 2.3584096431732178 (2.2778810924953885) | > grad_norm_0: tensor(4.5431, device='cuda:0') (tensor(8.6999, device='cuda:0')) | > loss_gen: 2.606395721435547 (2.6307992140452066) | > loss_kl: 1.714888572692871 (1.831102768580119) | > loss_feat: 6.697970390319824 (7.292972829606798) | > loss_mel: 18.525558471679688 (18.936078177558052) | > loss_duration: 2.1565170288085938 (2.2085519896613226) | > loss_1: 31.701330184936523 (32.899504555596245) | > grad_norm_1: tensor(50.6777, device='cuda:0') (tensor(92.3846, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.3539 (0.3557830916510688) | > loader_time: 0.004 (0.0031707551744249132)  --> TIME: 2024-06-11 03:10:49 -- STEP: 34/330 -- GLOBAL_STEP: 179775 | > loss_disc: 2.325654983520508 (2.2744440331178555) | > loss_disc_real_0: 0.12461522966623306 (0.10653461384422638) | > loss_disc_real_1: 0.18916168808937073 (0.19468820270370035) | > loss_disc_real_2: 0.24365587532520294 (0.2135230920770589) | > loss_disc_real_3: 0.2321070432662964 (0.22331077123389526) | > loss_disc_real_4: 0.23177120089530945 (0.22004425920107784) | > loss_disc_real_5: 0.20371805131435394 (0.21019070683156743) | > loss_0: 2.325654983520508 (2.2744440331178555) | > grad_norm_0: tensor(5.0274, device='cuda:0') (tensor(7.0932, device='cuda:0')) | > loss_gen: 2.5952718257904053 (2.585036354906418) | > loss_kl: 2.107813596725464 (1.7869142083560718) | > loss_feat: 8.040899276733398 (7.351279244703405) | > loss_mel: 18.887014389038086 (18.769953222835767) | > loss_duration: 2.0793263912200928 (2.0915237770361053) | > loss_1: 33.7103271484375 (32.584706530851484) | > grad_norm_1: tensor(66.4297, device='cuda:0') (tensor(81.7278, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.3582 (0.3626045759986429) | > loader_time: 0.0033 (0.0033701447879566867)  --> TIME: 2024-06-11 03:10:59 -- STEP: 59/330 -- GLOBAL_STEP: 179800 | > loss_disc: 2.2812845706939697 (2.2847728890887766) | > loss_disc_real_0: 0.10751204192638397 (0.10778516101635109) | > loss_disc_real_1: 0.18615637719631195 (0.19773241271406916) | > loss_disc_real_2: 0.23362867534160614 (0.21435640499753467) | > loss_disc_real_3: 0.22874952852725983 (0.222847809478388) | > loss_disc_real_4: 0.22378377616405487 (0.22044910440000437) | > loss_disc_real_5: 0.19103242456912994 (0.21004030664088363) | > loss_0: 2.2812845706939697 (2.2847728890887766) | > grad_norm_0: tensor(15.1220, device='cuda:0') (tensor(8.6434, device='cuda:0')) | > loss_gen: 2.61846923828125 (2.571295043169442) | > loss_kl: 1.801042079925537 (1.8031412868176477) | > loss_feat: 7.83518648147583 (7.374184172032243) | > loss_mel: 18.487504959106445 (18.769358230849438) | > loss_duration: 1.9858907461166382 (2.060969211287418) | > loss_1: 32.728092193603516 (32.57894790778726) | > grad_norm_1: tensor(351.4247, device='cuda:0') (tensor(107.1346, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.3513 (0.36595994739209203) | > loader_time: 0.004 (0.0034657858185848946)  --> TIME: 2024-06-11 03:11:08 -- STEP: 84/330 -- GLOBAL_STEP: 179825 | > loss_disc: 2.214109182357788 (2.2879317090624864) | > loss_disc_real_0: 0.0843014046549797 (0.1082639376677218) | > loss_disc_real_1: 0.15213192999362946 (0.19762951880693444) | > loss_disc_real_2: 0.2080545276403427 (0.21281952428675832) | > loss_disc_real_3: 0.20573018491268158 (0.2239007419418721) | > loss_disc_real_4: 0.18501992523670197 (0.22096399714549383) | > loss_disc_real_5: 0.21352700889110565 (0.21171702462292852) | > loss_0: 2.214109182357788 (2.2879317090624864) | > grad_norm_0: tensor(19.0697, device='cuda:0') (tensor(11.0360, device='cuda:0')) | > loss_gen: 2.621063709259033 (2.572055470375788) | > loss_kl: 1.8849670886993408 (1.807111537172681) | > loss_feat: 7.58200740814209 (7.415497405188424) | > loss_mel: 18.783985137939453 (18.78197209040323) | > loss_duration: 2.113053321838379 (2.050189969085512) | > loss_1: 32.985076904296875 (32.626826445261635) | > grad_norm_1: tensor(318.8623, device='cuda:0') (tensor(145.9616, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.371 (0.3678026710237776) | > loader_time: 0.0037 (0.0036185525712512786)  --> TIME: 2024-06-11 03:11:18 -- STEP: 109/330 -- GLOBAL_STEP: 179850 | > loss_disc: 2.2655601501464844 (2.2919715894471615) | > loss_disc_real_0: 0.07160665839910507 (0.10959216637895741) | > loss_disc_real_1: 0.17845222353935242 (0.19899176607985022) | > loss_disc_real_2: 0.18001854419708252 (0.21285388789592533) | > loss_disc_real_3: 0.22974248230457306 (0.2235502816668344) | > loss_disc_real_4: 0.2282334566116333 (0.2210624748413716) | > loss_disc_real_5: 0.27920663356781006 (0.2131295700412278) | > loss_0: 2.2655601501464844 (2.2919715894471615) | > grad_norm_0: tensor(8.4738, device='cuda:0') (tensor(12.6735, device='cuda:0')) | > loss_gen: 2.604815721511841 (2.564212212868788) | > loss_kl: 1.8722251653671265 (1.8144574460633305) | > loss_feat: 6.840956211090088 (7.373326419690334) | > loss_mel: 18.450511932373047 (18.715621143306056) | > loss_duration: 1.9990723133087158 (2.0492896716529083) | > loss_1: 31.767581939697266 (32.51690682577429) | > grad_norm_1: tensor(209.3726, device='cuda:0') (tensor(164.7254, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.3729 (0.3687550671603702) | > loader_time: 0.004 (0.003713535606314283)  --> TIME: 2024-06-11 03:11:27 -- STEP: 134/330 -- GLOBAL_STEP: 179875 | > loss_disc: 2.2673683166503906 (2.2946956317816207) | > loss_disc_real_0: 0.14380432665348053 (0.1103964121039234) | > loss_disc_real_1: 0.19417160749435425 (0.19954986881409123) | > loss_disc_real_2: 0.224434956908226 (0.21364380630539426) | > loss_disc_real_3: 0.22163592278957367 (0.22357970876480215) | > loss_disc_real_4: 0.21364575624465942 (0.22133506256252972) | > loss_disc_real_5: 0.20558276772499084 (0.21327520906925201) | > loss_0: 2.2673683166503906 (2.2946956317816207) | > grad_norm_0: tensor(35.5333, device='cuda:0') (tensor(13.5287, device='cuda:0')) | > loss_gen: 2.5219287872314453 (2.564224252060279) | > loss_kl: 1.8491488695144653 (1.8208517245392302) | > loss_feat: 7.306633472442627 (7.380063587160253) | > loss_mel: 18.524755477905273 (18.742054554953494) | > loss_duration: 2.0539326667785645 (2.050927101676144) | > loss_1: 32.25640106201172 (32.55812105491979) | > grad_norm_1: tensor(312.7822, device='cuda:0') (tensor(174.0033, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.3764 (0.37035451006533493) | > loader_time: 0.004 (0.0038028973252026005)  --> TIME: 2024-06-11 03:11:37 -- STEP: 159/330 -- GLOBAL_STEP: 179900 | > loss_disc: 2.297189712524414 (2.2922272892118243) | > loss_disc_real_0: 0.13685327768325806 (0.11145178401995007) | > loss_disc_real_1: 0.21749062836170197 (0.1994428336620331) | > loss_disc_real_2: 0.19230321049690247 (0.21319136014149623) | > loss_disc_real_3: 0.21958795189857483 (0.2229580120095667) | > loss_disc_real_4: 0.1670410931110382 (0.22048210422947723) | > loss_disc_real_5: 0.21796169877052307 (0.2124907577750068) | > loss_0: 2.297189712524414 (2.2922272892118243) | > grad_norm_0: tensor(8.7603, device='cuda:0') (tensor(17.1104, device='cuda:0')) | > loss_gen: 2.8068675994873047 (2.571982386727004) | > loss_kl: 1.9281312227249146 (1.8216692569120876) | > loss_feat: 7.704630374908447 (7.4048462513857665) | > loss_mel: 18.469388961791992 (18.74817311988685) | > loss_duration: 2.053098440170288 (2.0525150733923763) | > loss_1: 32.96211624145508 (32.59918590761579) | > grad_norm_1: tensor(235.2617, device='cuda:0') (tensor(198.6736, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.368 (0.3717987162512053) | > loader_time: 0.0042 (0.003900935814815497)  --> TIME: 2024-06-11 03:11:47 -- STEP: 184/330 -- GLOBAL_STEP: 179925 | > loss_disc: 2.3853986263275146 (2.2973518617775115) | > loss_disc_real_0: 0.1570616215467453 (0.11143345675309717) | > loss_disc_real_1: 0.23925989866256714 (0.19990588408773363) | > loss_disc_real_2: 0.2535059154033661 (0.2136545033072648) | > loss_disc_real_3: 0.2805430591106415 (0.2238459939380055) | > loss_disc_real_4: 0.2534806728363037 (0.22097552600114242) | > loss_disc_real_5: 0.2638740837574005 (0.21385821967345217) | > loss_0: 2.3853986263275146 (2.2973518617775115) | > grad_norm_0: tensor(59.4582, device='cuda:0') (tensor(19.0612, device='cuda:0')) | > loss_gen: 2.6831252574920654 (2.5795032848482555) | > loss_kl: 1.7167627811431885 (1.8168202904255495) | > loss_feat: 7.358912944793701 (7.413697374903637) | > loss_mel: 18.205808639526367 (18.714507849320103) | > loss_duration: 2.084843873977661 (2.058153797750889) | > loss_1: 32.04945373535156 (32.582682505897836) | > grad_norm_1: tensor(445.6325, device='cuda:0') (tensor(218.6252, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.4017 (0.3744969769664433) | > loader_time: 0.005 (0.004006781007932579)  --> TIME: 2024-06-11 03:11:57 -- STEP: 209/330 -- GLOBAL_STEP: 179950 | > loss_disc: 2.438708782196045 (2.299596452256707) | > loss_disc_real_0: 0.16183096170425415 (0.11267010049457757) | > loss_disc_real_1: 0.20371633768081665 (0.19941664504947848) | > loss_disc_real_2: 0.19189944863319397 (0.21341604971144187) | > loss_disc_real_3: 0.2530527114868164 (0.22400117612056183) | > loss_disc_real_4: 0.24415868520736694 (0.22120821825340034) | > loss_disc_real_5: 0.21896420419216156 (0.21385023889073915) | > loss_0: 2.438708782196045 (2.299596452256707) | > grad_norm_0: tensor(62.4865, device='cuda:0') (tensor(21.8408, device='cuda:0')) | > loss_gen: 2.404928207397461 (2.5822860920828505) | > loss_kl: 1.8172670602798462 (1.814327411104047) | > loss_feat: 7.093535423278809 (7.411655640488036) | > loss_mel: 17.59459686279297 (18.665191778155585) | > loss_duration: 2.121483087539673 (2.064121526964545) | > loss_1: 31.031810760498047 (32.53758239746091) | > grad_norm_1: tensor(363.6605, device='cuda:0') (tensor(240.8973, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.404 (0.3771617731979589) | > loader_time: 0.0052 (0.00411093406129682)  --> TIME: 2024-06-11 03:12:08 -- STEP: 234/330 -- GLOBAL_STEP: 179975 | > loss_disc: 2.385451078414917 (2.3034461848756167) | > loss_disc_real_0: 0.10361982882022858 (0.11315859419604143) | > loss_disc_real_1: 0.24140822887420654 (0.19989019454034987) | > loss_disc_real_2: 0.20221202075481415 (0.213705769716165) | > loss_disc_real_3: 0.25125837326049805 (0.2245358926618201) | > loss_disc_real_4: 0.2719360589981079 (0.22149374450628573) | > loss_disc_real_5: 0.22981157898902893 (0.21400174129213023) | > loss_0: 2.385451078414917 (2.3034461848756167) | > grad_norm_0: tensor(32.7405, device='cuda:0') (tensor(24.0612, device='cuda:0')) | > loss_gen: 2.4021053314208984 (2.577235539754233) | > loss_kl: 1.8819783926010132 (1.815126437916715) | > loss_feat: 7.193332672119141 (7.397853219611013) | > loss_mel: 17.762868881225586 (18.613986325060182) | > loss_duration: 2.125837802886963 (2.0714133040517817) | > loss_1: 31.36612319946289 (32.4756147596571) | > grad_norm_1: tensor(374.3949, device='cuda:0') (tensor(256.6798, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.4258 (0.3809589870974549) | > loader_time: 0.0052 (0.004236084783179129)  --> TIME: 2024-06-11 03:12:19 -- STEP: 259/330 -- GLOBAL_STEP: 180000 | > loss_disc: 2.3414554595947266 (2.3054370125288193) | > loss_disc_real_0: 0.11521239578723907 (0.11371148419368683) | > loss_disc_real_1: 0.21176894009113312 (0.19961529423601382) | > loss_disc_real_2: 0.2118399441242218 (0.21374600026828441) | > loss_disc_real_3: 0.20969966053962708 (0.2245897968878617) | > loss_disc_real_4: 0.2394626885652542 (0.22164977747501094) | > loss_disc_real_5: 0.24070191383361816 (0.21444674739506253) | > loss_0: 2.3414554595947266 (2.3054370125288193) | > grad_norm_0: tensor(12.5607, device='cuda:0') (tensor(23.4510, device='cuda:0')) | > loss_gen: 2.4912006855010986 (2.570624472091558) | > loss_kl: 1.835490345954895 (1.8203055163608095) | > loss_feat: 7.473476886749268 (7.395401577231507) | > loss_mel: 18.063737869262695 (18.559790128906705) | > loss_duration: 2.172513484954834 (2.0778721925374612) | > loss_1: 32.03641891479492 (32.42399382867407) | > grad_norm_1: tensor(181.4163, device='cuda:0') (tensor(253.6422, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.4302 (0.3857032635957578) | > loader_time: 0.0056 (0.004365640257316207) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_180000.pth  --> TIME: 2024-06-11 03:12:35 -- STEP: 284/330 -- GLOBAL_STEP: 180025 | > loss_disc: 2.400346517562866 (2.3069796990340845) | > loss_disc_real_0: 0.15759244561195374 (0.11452398581666429) | > loss_disc_real_1: 0.2552340626716614 (0.1994610746771517) | > loss_disc_real_2: 0.24375243484973907 (0.21357644774334528) | > loss_disc_real_3: 0.22700722515583038 (0.2248148286426571) | > loss_disc_real_4: 0.21681268513202667 (0.22197916379696886) | > loss_disc_real_5: 0.20294299721717834 (0.21488985419273376) | > loss_0: 2.400346517562866 (2.3069796990340845) | > grad_norm_0: tensor(13.0073, device='cuda:0') (tensor(22.3714, device='cuda:0')) | > loss_gen: 2.539402961730957 (2.563126848617071) | > loss_kl: 1.9841727018356323 (1.825119610823376) | > loss_feat: 6.469582557678223 (7.390007682249579) | > loss_mel: 17.5602970123291 (18.50605958616227) | > loss_duration: 2.183631420135498 (2.0867737968203035) | > loss_1: 30.73708724975586 (32.37108743694466) | > grad_norm_1: tensor(156.6262, device='cuda:0') (tensor(242.6201, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.4469 (0.3912900367253263) | > loader_time: 0.0065 (0.0045454711981222674)  --> TIME: 2024-06-11 03:12:47 -- STEP: 309/330 -- GLOBAL_STEP: 180050 | > loss_disc: 2.437284231185913 (2.311630170322156) | > loss_disc_real_0: 0.1500532329082489 (0.11610956725130964) | > loss_disc_real_1: 0.17330065369606018 (0.19973995871721356) | > loss_disc_real_2: 0.2615600526332855 (0.21406441111973565) | > loss_disc_real_3: 0.21571768820285797 (0.22456742012963712) | > loss_disc_real_4: 0.24148647487163544 (0.22222110633904107) | > loss_disc_real_5: 0.23256100714206696 (0.21487929254866728) | > loss_0: 2.437284231185913 (2.311630170322156) | > grad_norm_0: tensor(36.8301, device='cuda:0') (tensor(21.6683, device='cuda:0')) | > loss_gen: 2.312744379043579 (2.5559867115082486) | > loss_kl: 1.8112324476242065 (1.8304200515777933) | > loss_feat: 6.398368835449219 (7.397553227865966) | > loss_mel: 17.61490821838379 (18.474362660380212) | > loss_duration: 2.268772602081299 (2.0976422774367345) | > loss_1: 30.406024932861328 (32.35596482113341) | > grad_norm_1: tensor(358.3046, device='cuda:0') (tensor(238.2238, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.5001 (0.39894069977177016) | > loader_time: 0.0069 (0.004727609720816504)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6271719932556152 (2.6271719932556152) | > loss_disc_real_0: 0.08007731288671494 (0.08007731288671494) | > loss_disc_real_1: 0.1770840734243393 (0.1770840734243393) | > loss_disc_real_2: 0.25944921374320984 (0.25944921374320984) | > loss_disc_real_3: 0.3454603850841522 (0.3454603850841522) | > loss_disc_real_4: 0.27842605113983154 (0.27842605113983154) | > loss_disc_real_5: 0.27178722620010376 (0.27178722620010376) | > loss_0: 2.6271719932556152 (2.6271719932556152) | > loss_gen: 2.433436870574951 (2.433436870574951) | > loss_kl: 1.9664932489395142 (1.9664932489395142) | > loss_feat: 5.509250640869141 (5.509250640869141) | > loss_mel: 15.878973960876465 (15.878973960876465) | > loss_duration: 2.834094524383545 (2.834094524383545) | > loss_1: 28.622249603271484 (28.622249603271484)  --> STEP: 1 | > loss_disc: 2.335055351257324 (2.335055351257324) | > loss_disc_real_0: 0.05696815997362137 (0.05696815997362137) | > loss_disc_real_1: 0.1469082087278366 (0.1469082087278366) | > loss_disc_real_2: 0.22441378235816956 (0.22441378235816956) | > loss_disc_real_3: 0.37314531207084656 (0.37314531207084656) | > loss_disc_real_4: 0.2725308835506439 (0.2725308835506439) | > loss_disc_real_5: 0.2928287386894226 (0.2928287386894226) | > loss_0: 2.335055351257324 (2.335055351257324) | > loss_gen: 2.644664764404297 (2.644664764404297) | > loss_kl: 2.3275537490844727 (2.3275537490844727) | > loss_feat: 8.179149627685547 (8.179149627685547) | > loss_mel: 18.884275436401367 (18.884275436401367) | > loss_duration: 2.429750919342041 (2.429750919342041) | > loss_1: 34.465396881103516 (34.465396881103516)  --> STEP: 2 | > loss_disc: 2.2208807468414307 (2.2779680490493774) | > loss_disc_real_0: 0.1335148811340332 (0.09524152055382729) | > loss_disc_real_1: 0.1272927224636078 (0.1371004655957222) | > loss_disc_real_2: 0.20160897076129913 (0.21301137655973434) | > loss_disc_real_3: 0.2678624987602234 (0.320503905415535) | > loss_disc_real_4: 0.26435917615890503 (0.2684450298547745) | > loss_disc_real_5: 0.22068218886852264 (0.2567554637789726) | > loss_0: 2.2208807468414307 (2.2779680490493774) | > loss_gen: 2.612868547439575 (2.628766655921936) | > loss_kl: 2.3381199836730957 (2.332836866378784) | > loss_feat: 6.720004081726074 (7.4495768547058105) | > loss_mel: 19.7496337890625 (19.316954612731934) | > loss_duration: 2.4285285472869873 (2.429139733314514) | > loss_1: 33.84915542602539 (34.15727615356445)  --> STEP: 3 | > loss_disc: 2.368551254272461 (2.3081624507904053) | > loss_disc_real_0: 0.1711200475692749 (0.12053436289230983) | > loss_disc_real_1: 0.18804901838302612 (0.15408331652482352) | > loss_disc_real_2: 0.23815064132213593 (0.22139113148053488) | > loss_disc_real_3: 0.2878160774707794 (0.30960796276728314) | > loss_disc_real_4: 0.2809842526912689 (0.27262477080027264) | > loss_disc_real_5: 0.32670536637306213 (0.28007209797700244) | > loss_0: 2.368551254272461 (2.3081624507904053) | > loss_gen: 2.727890968322754 (2.6618080933888755) | > loss_kl: 2.27260160446167 (2.312758445739746) | > loss_feat: 5.950268745422363 (6.949807484944661) | > loss_mel: 18.385513305664062 (19.006474177042644) | > loss_duration: 2.2415010929107666 (2.366593519846598) | > loss_1: 31.577774047851562 (33.29744211832682)  --> STEP: 4 | > loss_disc: 2.2510719299316406 (2.293889820575714) | > loss_disc_real_0: 0.16886365413665771 (0.1326166857033968) | > loss_disc_real_1: 0.10184213519096375 (0.14102302119135857) | > loss_disc_real_2: 0.14931213855743408 (0.20337138324975967) | > loss_disc_real_3: 0.27198290824890137 (0.3002016991376877) | > loss_disc_real_4: 0.2349035143852234 (0.2631944566965103) | > loss_disc_real_5: 0.2332993447780609 (0.2683789096772671) | > loss_0: 2.2510719299316406 (2.293889820575714) | > loss_gen: 2.3916141986846924 (2.5942596197128296) | > loss_kl: 2.9336371421813965 (2.4679781198501587) | > loss_feat: 6.2154741287231445 (6.766224145889282) | > loss_mel: 17.74734115600586 (18.691690921783447) | > loss_duration: 2.283662796020508 (2.3458608388900757) | > loss_1: 31.57172966003418 (32.86601400375366)  --> STEP: 5 | > loss_disc: 2.458406448364258 (2.326793146133423) | > loss_disc_real_0: 0.2324676811695099 (0.15258688479661942) | > loss_disc_real_1: 0.15952657163143158 (0.14472373127937316) | > loss_disc_real_2: 0.2838250696659088 (0.2194621205329895) | > loss_disc_real_3: 0.32282301783561707 (0.30472596287727355) | > loss_disc_real_4: 0.30198705196380615 (0.27095297574996946) | > loss_disc_real_5: 0.2358655333518982 (0.2618762344121933) | > loss_0: 2.458406448364258 (2.326793146133423) | > loss_gen: 2.7647147178649902 (2.6283506393432616) | > loss_kl: 2.7587342262268066 (2.5261293411254884) | > loss_feat: 4.86430549621582 (6.38584041595459) | > loss_mel: 19.41037368774414 (18.835427474975585) | > loss_duration: 2.3069186210632324 (2.338072395324707) | > loss_1: 32.105045318603516 (32.71382026672363)  --> STEP: 6 | > loss_disc: 2.5875132083892822 (2.370246489842733) | > loss_disc_real_0: 0.1343238353729248 (0.14954304322600365) | > loss_disc_real_1: 0.26045483350753784 (0.1640122483174006) | > loss_disc_real_2: 0.26127052307128906 (0.2264301876227061) | > loss_disc_real_3: 0.34795239567756653 (0.3119303683439891) | > loss_disc_real_4: 0.2972879111766815 (0.2753421316544215) | > loss_disc_real_5: 0.3347359895706177 (0.2740195269385974) | > loss_0: 2.5875132083892822 (2.370246489842733) | > loss_gen: 2.7981343269348145 (2.6566479206085205) | > loss_kl: 2.515979528427124 (2.5244377056757608) | > loss_feat: 5.591821193695068 (6.253503878911336) | > loss_mel: 18.62713623046875 (18.80071226755778) | > loss_duration: 2.168888568878174 (2.3098750909169516) | > loss_1: 31.70195770263672 (32.54517650604248)  --> STEP: 7 | > loss_disc: 2.0768485069274902 (2.3283324922834123) | > loss_disc_real_0: 0.13409265875816345 (0.14733584544488362) | > loss_disc_real_1: 0.19735462963581085 (0.16877544564860208) | > loss_disc_real_2: 0.2566330134868622 (0.23074487703187124) | > loss_disc_real_3: 0.27384433150291443 (0.30648950593812124) | > loss_disc_real_4: 0.17748138308525085 (0.26136202471596853) | > loss_disc_real_5: 0.19416683912277222 (0.2626120001077652) | > loss_0: 2.0768485069274902 (2.3283324922834123) | > loss_gen: 2.8241753578186035 (2.6805804116385326) | > loss_kl: 3.6488540172576904 (2.6850686073303223) | > loss_feat: 7.292370796203613 (6.401913438524518) | > loss_mel: 17.875747680664062 (18.668574469430105) | > loss_duration: 2.469879150390625 (2.3327328136989047) | > loss_1: 34.111026763916016 (32.768869400024414)  --> STEP: 8 | > loss_disc: 2.1020567417144775 (2.3000480234622955) | > loss_disc_real_0: 0.1631251871585846 (0.14930951315909624) | > loss_disc_real_1: 0.15206818282604218 (0.1666870377957821) | > loss_disc_real_2: 0.18033450841903687 (0.22444358095526695) | > loss_disc_real_3: 0.2438252866268158 (0.29865647852420807) | > loss_disc_real_4: 0.22120214998722076 (0.25634204037487507) | > loss_disc_real_5: 0.16313233971595764 (0.25017704255878925) | > loss_0: 2.1020567417144775 (2.3000480234622955) | > loss_gen: 3.022158145904541 (2.7232776284217834) | > loss_kl: 2.8092527389526367 (2.7005916237831116) | > loss_feat: 14.228896141052246 (7.380286276340485) | > loss_mel: 20.859514236450195 (18.942441940307617) | > loss_duration: 2.198376178741455 (2.3159382343292236) | > loss_1: 43.11819839477539 (34.062535524368286)  --> STEP: 9 | > loss_disc: 2.7807021141052246 (2.353454033533732) | > loss_disc_real_0: 0.3150254786014557 (0.1677223982082473) | > loss_disc_real_1: 0.15414315462112427 (0.1652932729985979) | > loss_disc_real_2: 0.3186608850955963 (0.23491217030419242) | > loss_disc_real_3: 0.37106287479400635 (0.3067016336652968) | > loss_disc_real_4: 0.33686089515686035 (0.2652885797950957) | > loss_disc_real_5: 0.3914329707622528 (0.26587214569250744) | > loss_0: 2.7807021141052246 (2.353454033533732) | > loss_gen: 2.7691967487335205 (2.7283797529008655) | > loss_kl: 2.732555389404297 (2.7041431532965765) | > loss_feat: 6.6059980392456055 (7.294254249996609) | > loss_mel: 18.533674240112305 (18.897023306952583) | > loss_duration: 2.102404832839966 (2.292212300830417) | > loss_1: 32.74382781982422 (33.91601244608561)  --> STEP: 10 | > loss_disc: 2.5653975009918213 (2.374648380279541) | > loss_disc_real_0: 0.3231304883956909 (0.18326320722699166) | > loss_disc_real_1: 0.1628551185131073 (0.16504945755004882) | > loss_disc_real_2: 0.28302112221717834 (0.23972306549549102) | > loss_disc_real_3: 0.2937890589237213 (0.3054103761911392) | > loss_disc_real_4: 0.2885468304157257 (0.26761440485715865) | > loss_disc_real_5: 0.318659245967865 (0.27115085572004316) | > loss_0: 2.5653975009918213 (2.374648380279541) | > loss_gen: 2.7612099647521973 (2.7316627740859984) | > loss_kl: 2.4627177715301514 (2.6800006151199343) | > loss_feat: 5.464672565460205 (7.111296081542969) | > loss_mel: 17.65043067932129 (18.77236404418945) | > loss_duration: 2.314399480819702 (2.2944310188293455) | > loss_1: 30.65342903137207 (33.58975410461426)  --> STEP: 11 | > loss_disc: 2.3536794185638428 (2.372742111032659) | > loss_disc_real_0: 0.14361567795276642 (0.17965888638388028) | > loss_disc_real_1: 0.17232513427734375 (0.16571088270707565) | > loss_disc_real_2: 0.20183014869689941 (0.23627825487743725) | > loss_disc_real_3: 0.2749696671962738 (0.30264303900978784) | > loss_disc_real_4: 0.23312276601791382 (0.26447880132631824) | > loss_disc_real_5: 0.24375689029693604 (0.26866049522703345) | > loss_0: 2.3536794185638428 (2.372742111032659) | > loss_gen: 2.563725709915161 (2.716395768252286) | > loss_kl: 2.6868810653686523 (2.6806261105970903) | > loss_feat: 6.2070441246032715 (7.0290913581848145) | > loss_mel: 17.69144630432129 (18.674098795110528) | > loss_duration: 2.4408698081970215 (2.307743636044589) | > loss_1: 31.589967727661133 (33.40795534307306)  --> STEP: 12 | > loss_disc: 2.1653387546539307 (2.3554584980010986) | > loss_disc_real_0: 0.14585956931114197 (0.17684227662781873) | > loss_disc_real_1: 0.12155075371265411 (0.16203087195754054) | > loss_disc_real_2: 0.28026193380355835 (0.239943561454614) | > loss_disc_real_3: 0.2889351546764374 (0.30150071531534195) | > loss_disc_real_4: 0.18653850257396698 (0.25798377643028897) | > loss_disc_real_5: 0.20728352665901184 (0.263545747846365) | > loss_0: 2.1653387546539307 (2.3554584980010986) | > loss_gen: 2.743011474609375 (2.7186137437820435) | > loss_kl: 2.6222357749938965 (2.675760249296824) | > loss_feat: 8.036983489990234 (7.113082369168599) | > loss_mel: 20.3062744140625 (18.81011343002319) | > loss_duration: 2.2404260635375977 (2.302133838335673) | > loss_1: 35.94892883300781 (33.61970313390096)  --> STEP: 13 | > loss_disc: 2.4664864540100098 (2.3639991100017843) | > loss_disc_real_0: 0.1501992791891098 (0.1747928152863796) | > loss_disc_real_1: 0.12394313514232635 (0.15910104604867792) | > loss_disc_real_2: 0.17628614604473114 (0.2350468371923153) | > loss_disc_real_3: 0.30479803681373596 (0.301754355430603) | > loss_disc_real_4: 0.27682942152023315 (0.25943344143720776) | > loss_disc_real_5: 0.2720384895801544 (0.26419903567204106) | > loss_0: 2.4664864540100098 (2.3639991100017843) | > loss_gen: 2.2160966396331787 (2.6799585819244385) | > loss_kl: 2.0226082801818848 (2.6255177901341367) | > loss_feat: 5.707891464233398 (7.004990761096661) | > loss_mel: 18.146100997924805 (18.759035550631005) | > loss_duration: 2.1416919231414795 (2.289792152551504) | > loss_1: 30.23438835144043 (33.35929430448092)  --> STEP: 14 | > loss_disc: 2.2947492599487305 (2.359052692140852) | > loss_disc_real_0: 0.2501228451728821 (0.18017353170684405) | > loss_disc_real_1: 0.1469835788011551 (0.15823551267385486) | > loss_disc_real_2: 0.1963258534669876 (0.2322810526405062) | > loss_disc_real_3: 0.2882014513015747 (0.30078629084995817) | > loss_disc_real_4: 0.26751405000686646 (0.26001062776361195) | > loss_disc_real_5: 0.18253523111343384 (0.25836590677499766) | > loss_0: 2.2947492599487305 (2.359052692140852) | > loss_gen: 2.809130907058716 (2.689185176576887) | > loss_kl: 3.307425022125244 (2.6742254495620728) | > loss_feat: 7.988222599029541 (7.075221606663296) | > loss_mel: 20.37742042541504 (18.874634470258435) | > loss_duration: 2.2934911251068115 (2.2900563648768832) | > loss_1: 36.775691986083984 (33.60332271030971)  --> STEP: 15 | > loss_disc: 2.8020315170288086 (2.388584613800049) | > loss_disc_real_0: 0.32148540019989014 (0.1895943229397138) | > loss_disc_real_1: 0.2746756672859192 (0.16599818964799248) | > loss_disc_real_2: 0.2592950463294983 (0.23408198555310566) | > loss_disc_real_3: 0.334621399641037 (0.3030419647693634) | > loss_disc_real_4: 0.290483295917511 (0.26204213897387185) | > loss_disc_real_5: 0.2876296639442444 (0.2603168239196141) | > loss_0: 2.8020315170288086 (2.388584613800049) | > loss_gen: 2.5264525413513184 (2.678336334228516) | > loss_kl: 2.8183276653289795 (2.6838322639465333) | > loss_feat: 6.741427898406982 (7.052968692779541) | > loss_mel: 18.075288772583008 (18.821344757080073) | > loss_duration: 2.3074376583099365 (2.29121511777242) | > loss_1: 32.46893310546875 (33.527696736653645)  --> STEP: 16 | > loss_disc: 2.5467090606689453 (2.398467391729355) | > loss_disc_real_0: 0.1671428084373474 (0.1881911032833159) | > loss_disc_real_1: 0.17681096494197845 (0.1666739881038666) | > loss_disc_real_2: 0.26983457803726196 (0.23631652258336544) | > loss_disc_real_3: 0.34500086307525635 (0.3056643959134817) | > loss_disc_real_4: 0.29962480068206787 (0.2643910553306341) | > loss_disc_real_5: 0.34992244839668274 (0.2659171754494309) | > loss_0: 2.5467090606689453 (2.398467391729355) | > loss_gen: 2.5848770141601562 (2.672495126724243) | > loss_kl: 2.192927837371826 (2.653150737285614) | > loss_feat: 8.560538291931152 (7.147191792726517) | > loss_mel: 18.765392303466797 (18.817847728729244) | > loss_duration: 2.363828182220459 (2.2957534343004227) | > loss_1: 34.46756362915039 (33.58643841743469)  --> STEP: 17 | > loss_disc: 2.4010350704193115 (2.3986184316522934) | > loss_disc_real_0: 0.1496649980545044 (0.18592486179926815) | > loss_disc_real_1: 0.14592960476875305 (0.16545373026062463) | > loss_disc_real_2: 0.26267698407173157 (0.23786713796503403) | > loss_disc_real_3: 0.303911954164505 (0.3055613111047184) | > loss_disc_real_4: 0.26185253262519836 (0.2642417304656085) | > loss_disc_real_5: 0.37916654348373413 (0.2725789029808605) | > loss_0: 2.4010350704193115 (2.3986184316522934) | > loss_gen: 2.9271864891052246 (2.687476971570183) | > loss_kl: 2.071039915084839 (2.6189089242149803) | > loss_feat: 6.741374969482422 (7.123320214888629) | > loss_mel: 19.2314453125 (18.842176998362817) | > loss_duration: 2.3447823524475098 (2.2986374883090748) | > loss_1: 33.31583023071289 (33.570520288804)  --> STEP: 18 | > loss_disc: 2.168407917022705 (2.3858289586173163) | > loss_disc_real_0: 0.1514737904071808 (0.18401091338859665) | > loss_disc_real_1: 0.1550534963607788 (0.16487593948841098) | > loss_disc_real_2: 0.19407044351100922 (0.23543398827314377) | > loss_disc_real_3: 0.32625558972358704 (0.30671099325021106) | > loss_disc_real_4: 0.22168834507465363 (0.2618776534994443) | > loss_disc_real_5: 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(2.5736210973639237) | > loss_feat: 6.729599475860596 (7.192154432597913) | > loss_mel: 19.152345657348633 (18.828873584144986) | > loss_duration: 2.2931363582611084 (2.2958725753583407) | > loss_1: 33.16073989868164 (33.58424337286698)  --> STEP: 20 | > loss_disc: 2.5578396320343018 (2.385954403877258) | > loss_disc_real_0: 0.30961641669273376 (0.18721076734364034) | > loss_disc_real_1: 0.122173011302948 (0.16062221415340902) | > loss_disc_real_2: 0.19515399634838104 (0.23173105642199515) | > loss_disc_real_3: 0.30939191579818726 (0.3080607682466507) | > loss_disc_real_4: 0.2346051186323166 (0.260202094912529) | > loss_disc_real_5: 0.2499684989452362 (0.26294218897819516) | > loss_0: 2.5578396320343018 (2.385954403877258) | > loss_gen: 2.4521048069000244 (2.6816411137580873) | > loss_kl: 1.986351728439331 (2.544257628917694) | > loss_feat: 6.446541786193848 (7.15487380027771) | > loss_mel: 17.668651580810547 (18.770862483978267) | > loss_duration: 2.346705913543701 (2.298414242267609) | > loss_1: 30.90035629272461 (33.450049018859865)  --> STEP: 21 | > loss_disc: 2.4472413063049316 (2.3888728278023854) | > loss_disc_real_0: 0.09317350387573242 (0.1827328024165971) | > loss_disc_real_1: 0.11118046194314957 (0.15826784500053953) | > loss_disc_real_2: 0.22100430727005005 (0.2312202588433311) | > loss_disc_real_3: 0.27317866683006287 (0.30639971579824177) | > loss_disc_real_4: 0.24155880510807037 (0.25931431920755477) | > loss_disc_real_5: 0.38611268997192383 (0.26880745093027747) | > loss_0: 2.4472413063049316 (2.3888728278023854) | > loss_gen: 2.3478946685791016 (2.665748425892421) | > loss_kl: 2.434363603591919 (2.539024580092657) | > loss_feat: 6.831344127655029 (7.139467625390916) | > loss_mel: 17.648277282714844 (18.717406045822866) | > loss_duration: 2.0867981910705566 (2.2883372874487016) | > loss_1: 31.348678588867188 (33.34998376028879)  --> STEP: 22 | > loss_disc: 2.247467041015625 (2.3824452920393506) | > loss_disc_real_0: 0.14838844537734985 (0.18117169527844948) | > loss_disc_real_1: 0.10615622252225876 (0.1558991348878904) | > loss_disc_real_2: 0.18737541139125824 (0.22922731123187326) | > loss_disc_real_3: 0.2585243582725525 (0.3042235631834377) | > loss_disc_real_4: 0.2452378123998642 (0.2586744779890234) | > loss_disc_real_5: 0.2240193784236908 (0.26677162945270533) | > loss_0: 2.247467041015625 (2.3824452920393506) | > loss_gen: 2.5609607696533203 (2.6609853506088257) | > loss_kl: 1.9136954545974731 (2.510600528933785) | > loss_feat: 8.794442176818848 (7.214693741364912) | > loss_mel: 20.57765007019043 (18.801962592385028) | > loss_duration: 2.1370670795440674 (2.2814613689075816) | > loss_1: 35.98381423950195 (33.46970332752575)  --> STEP: 23 | > loss_disc: 2.5928239822387695 (2.3915921916132383) | > loss_disc_real_0: 0.1316455453634262 (0.17901838441257892) | > loss_disc_real_1: 0.2185833603143692 (0.1586245359933895) | > loss_disc_real_2: 0.2370348572731018 (0.22956676975540494) | > loss_disc_real_3: 0.33820369839668274 (0.30570096036662225) | > loss_disc_real_4: 0.2584751546382904 (0.2586658117563828) | > loss_disc_real_5: 0.2801726460456848 (0.26735428234805225) | > loss_0: 2.5928239822387695 (2.3915921916132383) | > loss_gen: 2.2900516986846924 (2.6448578005251675) | > loss_kl: 2.054049491882324 (2.490750483844591) | > loss_feat: 5.78751802444458 (7.152642623237941) | > loss_mel: 19.139135360717773 (18.81662227796471) | > loss_duration: 2.2730674743652344 (2.281096416970958) | > loss_1: 31.5438232421875 (33.385969410771914)  --> STEP: 24 | > loss_disc: 2.4107961654663086 (2.3923923571904493) | > loss_disc_real_0: 0.1599234640598297 (0.17822276273121437) | > loss_disc_real_1: 0.16863533854484558 (0.15904165276636684) | > loss_disc_real_2: 0.27401047945022583 (0.23141859099268913) | > loss_disc_real_3: 0.29217514395713806 (0.30513738468289375) | > loss_disc_real_4: 0.24859951436519623 (0.2582463826984167) | > loss_disc_real_5: 0.25915926694869995 (0.26701282337307924) | > loss_0: 2.4107961654663086 (2.3923923571904493) | > loss_gen: 2.567750930786133 (2.641645014286041) | > loss_kl: 2.3606884479522705 (2.4853312323490777) | > loss_feat: 6.429545879364014 (7.122513592243195) | > loss_mel: 18.39194679260254 (18.79892746607462) | > loss_duration: 2.4348316192626953 (2.2875020503997803) | > loss_1: 32.18476486206055 (33.33591922124227)  --> STEP: 25 | > loss_disc: 2.3507111072540283 (2.3907251071929925) | > loss_disc_real_0: 0.10022100806236267 (0.1751026925444603) | > loss_disc_real_1: 0.17974866926670074 (0.1598699334263802) | > loss_disc_real_2: 0.20296822488307953 (0.23028057634830476) | > loss_disc_real_3: 0.25589028000831604 (0.3031675004959106) | > loss_disc_real_4: 0.1926560401916504 (0.25562276899814607) | > loss_disc_real_5: 0.2370930165052414 (0.2658160310983657) | > loss_0: 2.3507111072540283 (2.3907251071929925) | > loss_gen: 2.2908413410186768 (2.6276128673553463) | > loss_kl: 2.0293726921081543 (2.467092890739441) | > loss_feat: 10.592954635620117 (7.261331233978272) | > loss_mel: 19.966352462768555 (18.84562446594238) | > loss_duration: 2.311877965927124 (2.288477087020874) | > loss_1: 37.19139862060547 (33.490138397216796)  --> STEP: 26 | > loss_disc: 2.2511980533599854 (2.3853586820455694) | > loss_disc_real_0: 0.06754153221845627 (0.17096572483961398) | > loss_disc_real_1: 0.27952033281326294 (0.16447187186433723) | > loss_disc_real_2: 0.21716898679733276 (0.22977628444249815) | > loss_disc_real_3: 0.24700459837913513 (0.3010073888760346) | > loss_disc_real_4: 0.18962638080120087 (0.2530844463751866) | > loss_disc_real_5: 0.11610735952854156 (0.2600580052687571) | > loss_0: 2.2511980533599854 (2.3853586820455694) | > loss_gen: 2.460696220397949 (2.621192996318523) | > loss_kl: 2.1845993995666504 (2.4562277564635644) | > loss_feat: 16.399375915527344 (7.612794490960928) | > loss_mel: 21.363540649414062 (18.942467396075905) | > loss_duration: 2.253451347351074 (2.2871299431874204) | > loss_1: 44.66166687011719 (33.91981256925143) --> EVAL PERFORMANCE | > avg_loader_time: 0.002388761593745305 (-9.280901688795817e-05) | > avg_loss_disc: 2.3853586820455694 (+0.06506392588982202) | > avg_loss_disc_real_0: 0.17096572483961398 (+0.05089748407212587) | > avg_loss_disc_real_1: 0.16447187186433723 (-0.00438967347145075) | > avg_loss_disc_real_2: 0.22977628444249815 (+0.01659879604211223) | > avg_loss_disc_real_3: 0.3010073888760346 (+0.10001123066131881) | > avg_loss_disc_real_4: 0.2530844463751866 (+0.05294340046552512) | > avg_loss_disc_real_5: 0.2600580052687571 (+0.05126752990942729) | > avg_loss_0: 2.3853586820455694 (+0.06506392588982202) | > avg_loss_gen: 2.621192996318523 (+0.309939654973836) | > avg_loss_kl: 2.4562277564635644 (+0.04237773326727057) | > avg_loss_feat: 7.612794490960928 (+0.2159714331993685) | > avg_loss_mel: 18.942467396075905 (+0.5179463166456948) | > avg_loss_duration: 2.2871299431874204 (+0.017251895024226194) | > avg_loss_1: 33.91981256925143 (+1.1034868680513839)  > EPOCH: 279/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:13:19)   --> TIME: 2024-06-11 03:13:21 -- STEP: 4/330 -- GLOBAL_STEP: 180075 | > loss_disc: 2.3934526443481445 (2.347140371799469) | > loss_disc_real_0: 0.15641525387763977 (0.10903454199433327) | > loss_disc_real_1: 0.26778265833854675 (0.19033196941018105) | > loss_disc_real_2: 0.1940336525440216 (0.18782221153378487) | > loss_disc_real_3: 0.21876591444015503 (0.23870613053441048) | > loss_disc_real_4: 0.24760225415229797 (0.2583154961466789) | > loss_disc_real_5: 0.2157236486673355 (0.23141951113939285) | > loss_0: 2.3934526443481445 (2.347140371799469) | > grad_norm_0: tensor(9.5698, device='cuda:0') (tensor(11.0920, device='cuda:0')) | > loss_gen: 2.478421211242676 (2.557254731655121) | > loss_kl: 1.708383321762085 (1.7758742272853851) | > loss_feat: 6.96968412399292 (7.357515454292297) | > loss_mel: 18.99752426147461 (19.472339630126953) | > loss_duration: 2.250084638595581 (2.2639874815940857) | > loss_1: 32.40409469604492 (33.426971435546875) | > grad_norm_1: tensor(95.2943, device='cuda:0') (tensor(81.3401, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3572 (0.34807711839675903) | > loader_time: 0.0028 (0.002955138683319092)  --> TIME: 2024-06-11 03:13:30 -- STEP: 29/330 -- GLOBAL_STEP: 180100 | > loss_disc: 2.2133567333221436 (2.331273325558367) | > loss_disc_real_0: 0.0976724624633789 (0.11371692809565313) | > loss_disc_real_1: 0.17850272357463837 (0.20277036418174876) | > loss_disc_real_2: 0.2097368836402893 (0.21018821309352742) | > loss_disc_real_3: 0.20849156379699707 (0.22827956594269852) | > loss_disc_real_4: 0.20532551407814026 (0.22756552079628253) | > loss_disc_real_5: 0.23775480687618256 (0.21480625610927057) | > loss_0: 2.2133567333221436 (2.331273325558367) | > grad_norm_0: tensor(7.0473, device='cuda:0') (tensor(10.3511, device='cuda:0')) | > loss_gen: 2.553431272506714 (2.5287190141349005) | > loss_kl: 1.7242639064788818 (1.7667963628111214) | > loss_feat: 7.385997772216797 (7.223631645071095) | > loss_mel: 19.873903274536133 (18.9892011839768) | > loss_duration: 2.0638809204101562 (2.1034632427939055) | > loss_1: 33.601478576660156 (32.61181147345181) | > grad_norm_1: tensor(53.0469, device='cuda:0') (tensor(126.4319, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.381 (0.35633919156830884) | > loader_time: 0.0033 (0.0033097184937575766)  --> TIME: 2024-06-11 03:13:39 -- STEP: 54/330 -- GLOBAL_STEP: 180125 | > loss_disc: 2.2147812843322754 (2.333073298136393) | > loss_disc_real_0: 0.10185013711452484 (0.1143324805630578) | > loss_disc_real_1: 0.1885707974433899 (0.2012982740998268) | > loss_disc_real_2: 0.2017582654953003 (0.21128533642601083) | > loss_disc_real_3: 0.225860133767128 (0.23013617567442082) | > loss_disc_real_4: 0.20044291019439697 (0.2276926142749963) | > loss_disc_real_5: 0.1837254911661148 (0.21632587964887973) | > loss_0: 2.2147812843322754 (2.333073298136393) | > grad_norm_0: tensor(5.3134, device='cuda:0') (tensor(10.8454, device='cuda:0')) | > loss_gen: 2.5950446128845215 (2.537768911432337) | > loss_kl: 1.7612310647964478 (1.793990479575263) | > loss_feat: 8.0282621383667 (7.307855394151476) | > loss_mel: 20.11955451965332 (18.95600456661648) | > loss_duration: 2.0349369049072266 (2.068886209417272) | > loss_1: 34.539031982421875 (32.66450557002316) | > grad_norm_1: tensor(170.4725, device='cuda:0') (tensor(115.6297, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3623 (0.3589791501009906) | > loader_time: 0.0044 (0.003407526899267126)  --> TIME: 2024-06-11 03:13:49 -- STEP: 79/330 -- GLOBAL_STEP: 180150 | > loss_disc: 2.4120895862579346 (2.3295221781428856) | > loss_disc_real_0: 0.10790801048278809 (0.11446667264533948) | > loss_disc_real_1: 0.1735314279794693 (0.20048241072063205) | > loss_disc_real_2: 0.22206535935401917 (0.21226954743077484) | > loss_disc_real_3: 0.25110214948654175 (0.22900555292262306) | > loss_disc_real_4: 0.22631795704364777 (0.2259022710444052) | > loss_disc_real_5: 0.2017795443534851 (0.21616339362874812) | > loss_0: 2.4120895862579346 (2.3295221781428856) | > grad_norm_0: tensor(36.1754, device='cuda:0') (tensor(12.2012, device='cuda:0')) | > loss_gen: 2.349181652069092 (2.532927606679216) | > loss_kl: 1.8388410806655884 (1.7996507898161682) | > loss_feat: 6.264529228210449 (7.339487896689886) | > loss_mel: 17.566246032714844 (18.840691143953343) | > loss_duration: 1.9886115789413452 (2.0546577535098107) | > loss_1: 30.007410049438477 (32.56741521328311) | > grad_norm_1: tensor(352.7856, device='cuda:0') (tensor(139.5925, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3599 (0.36015221740626074) | > loader_time: 0.0036 (0.0035049613518050955)  --> TIME: 2024-06-11 03:13:58 -- STEP: 104/330 -- GLOBAL_STEP: 180175 | > loss_disc: 2.2433857917785645 (2.330086256449039) | > loss_disc_real_0: 0.07712844014167786 (0.11409122826388249) | > loss_disc_real_1: 0.1923781782388687 (0.19981438365693277) | > loss_disc_real_2: 0.2234959602355957 (0.21234127019460386) | > loss_disc_real_3: 0.21016980707645416 (0.22923318454279348) | > loss_disc_real_4: 0.20391523838043213 (0.22570282922914395) | > loss_disc_real_5: 0.20457586646080017 (0.21634763765793577) | > loss_0: 2.2433857917785645 (2.330086256449039) | > grad_norm_0: tensor(7.2486, device='cuda:0') (tensor(14.4305, device='cuda:0')) | > loss_gen: 2.6025757789611816 (2.531680762767791) | > loss_kl: 1.782582402229309 (1.8117589778625047) | > loss_feat: 7.634350299835205 (7.2889739366678095) | > loss_mel: 18.661340713500977 (18.768117812963627) | > loss_duration: 2.0905046463012695 (2.0519025257000543) | > loss_1: 32.77135467529297 (32.45243400793808) | > grad_norm_1: tensor(134.0928, device='cuda:0') (tensor(174.1793, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3511 (0.3598440106098468) | > loader_time: 0.0038 (0.003584946577365582)  --> TIME: 2024-06-11 03:14:07 -- STEP: 129/330 -- GLOBAL_STEP: 180200 | > loss_disc: 2.2978296279907227 (2.3323593620182006) | > loss_disc_real_0: 0.12521295249462128 (0.11490251845860666) | > loss_disc_real_1: 0.18200308084487915 (0.19903678510540215) | > loss_disc_real_2: 0.20834015309810638 (0.21358764206254205) | > loss_disc_real_3: 0.24322953820228577 (0.23036916195884233) | > loss_disc_real_4: 0.24321992695331573 (0.22540791413580724) | > loss_disc_real_5: 0.26740604639053345 (0.2165436031975487) | > loss_0: 2.2978296279907227 (2.3323593620182006) | > grad_norm_0: tensor(5.7922, device='cuda:0') (tensor(15.4776, device='cuda:0')) | > loss_gen: 2.6631598472595215 (2.5310026139251938) | > loss_kl: 1.77467942237854 (1.814541825028353) | > loss_feat: 6.7717156410217285 (7.276645553204441) | > loss_mel: 19.05023765563965 (18.765027526737185) | > loss_duration: 2.0186753273010254 (2.051399353862732) | > loss_1: 32.27846908569336 (32.43861681915994) | > grad_norm_1: tensor(143.5388, device='cuda:0') (tensor(189.3323, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3652 (0.36092692382575925) | > loader_time: 0.0045 (0.0036743038384489312)  --> TIME: 2024-06-11 03:14:17 -- STEP: 154/330 -- GLOBAL_STEP: 180225 | > loss_disc: 2.3804588317871094 (2.330521191869463) | > loss_disc_real_0: 0.09779578447341919 (0.11527824450235863) | > loss_disc_real_1: 0.19970692694187164 (0.19825858380887418) | > loss_disc_real_2: 0.23461472988128662 (0.2141811725768176) | > loss_disc_real_3: 0.23462064564228058 (0.22940947028336586) | > loss_disc_real_4: 0.2102833390235901 (0.22428216175599533) | > loss_disc_real_5: 0.22781357169151306 (0.2163518551108124) | > loss_0: 2.3804588317871094 (2.330521191869463) | > grad_norm_0: tensor(22.7289, device='cuda:0') (tensor(17.4379, device='cuda:0')) | > loss_gen: 2.5403971672058105 (2.532184147215508) | > loss_kl: 1.864212155342102 (1.8209210185261515) | > loss_feat: 7.595770835876465 (7.31005698055416) | > loss_mel: 19.334341049194336 (18.76973593080199) | > loss_duration: 2.041062355041504 (2.0524182962132733) | > loss_1: 33.37578201293945 (32.485316288935685) | > grad_norm_1: tensor(390.0327, device='cuda:0') (tensor(206.1864, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3636 (0.3626101853011489) | > loader_time: 0.0045 (0.003759385703446029)  --> TIME: 2024-06-11 03:14:26 -- STEP: 179/330 -- GLOBAL_STEP: 180250 | > loss_disc: 2.353652238845825 (2.332991227091359) | > loss_disc_real_0: 0.1456681191921234 (0.11567572720723446) | > loss_disc_real_1: 0.2396327406167984 (0.19895069550868524) | > loss_disc_real_2: 0.20146743953227997 (0.21564718573120054) | > loss_disc_real_3: 0.20187029242515564 (0.22912596365925986) | > loss_disc_real_4: 0.20214343070983887 (0.22394930542181324) | > loss_disc_real_5: 0.20322442054748535 (0.21622010291288676) | > loss_0: 2.353652238845825 (2.332991227091359) | > grad_norm_0: tensor(14.1659, device='cuda:0') (tensor(19.4515, device='cuda:0')) | > loss_gen: 2.3802382946014404 (2.5344521320065967) | > loss_kl: 1.7744396924972534 (1.8276983825854083) | > loss_feat: 7.272286891937256 (7.300130982638738) | > loss_mel: 17.465423583984375 (18.745973384580136) | > loss_duration: 2.089552402496338 (2.0572606205274266) | > loss_1: 30.9819393157959 (32.465515328519196) | > grad_norm_1: tensor(182.2795, device='cuda:0') (tensor(220.1939, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.3688 (0.3652217774417813) | > loader_time: 0.0052 (0.003876987116296864)  --> TIME: 2024-06-11 03:14:37 -- STEP: 204/330 -- GLOBAL_STEP: 180275 | > loss_disc: 2.305966377258301 (2.332505194579856) | > loss_disc_real_0: 0.18134301900863647 (0.11531293918104733) | > loss_disc_real_1: 0.19297701120376587 (0.19874195995576244) | > loss_disc_real_2: 0.22940011322498322 (0.21530379749396267) | > loss_disc_real_3: 0.23492997884750366 (0.2289588619388786) | > loss_disc_real_4: 0.20144395530223846 (0.22413084414951942) | > loss_disc_real_5: 0.22349566221237183 (0.21663440552120108) | > loss_0: 2.305966377258301 (2.332505194579856) | > grad_norm_0: tensor(19.4886, device='cuda:0') (tensor(21.5710, device='cuda:0')) | > loss_gen: 2.5638957023620605 (2.5398125765370376) | > loss_kl: 1.8884191513061523 (1.8340131102823745) | > loss_feat: 8.410680770874023 (7.325302724744759) | > loss_mel: 18.71874237060547 (18.70907355289833) | > loss_duration: 2.057645797729492 (2.0634115309107544) | > loss_1: 33.639381408691406 (32.47161334168679) | > grad_norm_1: tensor(350.2163, device='cuda:0') (tensor(237.0242, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.4013 (0.3694857230373457) | > loader_time: 0.0047 (0.003991429712258132)  --> TIME: 2024-06-11 03:14:47 -- STEP: 229/330 -- GLOBAL_STEP: 180300 | > loss_disc: 2.379889965057373 (2.3303040666871726) | > loss_disc_real_0: 0.09082092344760895 (0.11538292330945944) | > loss_disc_real_1: 0.1804434210062027 (0.19813777649506734) | > loss_disc_real_2: 0.18696056306362152 (0.21491556643919132) | > loss_disc_real_3: 0.2492770403623581 (0.2287875328001497) | > loss_disc_real_4: 0.25433334708213806 (0.22425852006699842) | > loss_disc_real_5: 0.21706214547157288 (0.21683194699766328) | > loss_0: 2.379889965057373 (2.3303040666871726) | > grad_norm_0: tensor(23.4127, device='cuda:0') (tensor(23.4079, device='cuda:0')) | > loss_gen: 2.3716204166412354 (2.540994673316655) | > loss_kl: 2.057420492172241 (1.8383739520368618) | > loss_feat: 7.233481407165527 (7.329098720217376) | > loss_mel: 18.979480743408203 (18.642195347615203) | > loss_duration: 2.1543407440185547 (2.0705528181192663) | > loss_1: 32.79634094238281 (32.42121539886341) | > grad_norm_1: tensor(215.5767, device='cuda:0') (tensor(255.0558, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.4181 (0.37292986665750694) | > loader_time: 0.0058 (0.004104906815108252)  --> TIME: 2024-06-11 03:14:57 -- STEP: 254/330 -- GLOBAL_STEP: 180325 | > loss_disc: 2.329948663711548 (2.3300061582580334) | > loss_disc_real_0: 0.16444851458072662 (0.11537928527265083) | > loss_disc_real_1: 0.19889508187770844 (0.19845382910309817) | > loss_disc_real_2: 0.23822692036628723 (0.21470252659142486) | > loss_disc_real_3: 0.19780121743679047 (0.22818761195723467) | > loss_disc_real_4: 0.2054687887430191 (0.2243479253269556) | > loss_disc_real_5: 0.19245481491088867 (0.21683526508451442) | > loss_0: 2.329948663711548 (2.3300061582580334) | > grad_norm_0: tensor(60.6364, device='cuda:0') (tensor(24.0876, device='cuda:0')) | > loss_gen: 2.5386946201324463 (2.539599713378064) | > loss_kl: 2.0329701900482178 (1.8407408848522215) | > loss_feat: 7.9878058433532715 (7.334264255884126) | > loss_mel: 18.298452377319336 (18.600516679718737) | > loss_duration: 2.094083309173584 (2.0765713617557617) | > loss_1: 32.95200729370117 (32.39169276980903) | > grad_norm_1: tensor(301.2569, device='cuda:0') (tensor(265.7570, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.4196 (0.3771194914194543) | > loader_time: 0.0056 (0.004240305404963454)  --> TIME: 2024-06-11 03:15:09 -- STEP: 279/330 -- GLOBAL_STEP: 180350 | > loss_disc: 2.275690793991089 (2.3325147714238876) | > loss_disc_real_0: 0.08331224322319031 (0.1160928680291099) | > loss_disc_real_1: 0.2394542247056961 (0.19914829880533255) | > loss_disc_real_2: 0.25184696912765503 (0.2148841438968549) | > loss_disc_real_3: 0.22468483448028564 (0.22836195824394095) | > loss_disc_real_4: 0.19904331862926483 (0.22403782931920876) | > loss_disc_real_5: 0.22039978206157684 (0.2168936678158339) | > loss_0: 2.275690793991089 (2.3325147714238876) | > grad_norm_0: tensor(17.1565, device='cuda:0') (tensor(26.4381, device='cuda:0')) | > loss_gen: 2.778367042541504 (2.53948628005161) | > loss_kl: 1.8597817420959473 (1.8475842082799545) | > loss_feat: 8.664283752441406 (7.357605541051503) | > loss_mel: 17.353702545166016 (18.57065133125552) | > loss_duration: 2.1658482551574707 (2.084885251564791) | > loss_1: 32.821983337402344 (32.40021246906677) | > grad_norm_1: tensor(509.8100, device='cuda:0') (tensor(279.5371, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.4316 (0.3821270491487237) | > loader_time: 0.0059 (0.004388637440178983)  --> TIME: 2024-06-11 03:15:20 -- STEP: 304/330 -- GLOBAL_STEP: 180375 | > loss_disc: 2.3807239532470703 (2.3334789550618136) | > loss_disc_real_0: 0.1304047554731369 (0.11712062388266388) | > loss_disc_real_1: 0.1741943359375 (0.19900354037159373) | > loss_disc_real_2: 0.17458905279636383 (0.21481282876706428) | > loss_disc_real_3: 0.22264325618743896 (0.22815560250494046) | > loss_disc_real_4: 0.2188025563955307 (0.22410985082387924) | > loss_disc_real_5: 0.20170819759368896 (0.21673328101046765) | > loss_0: 2.3807239532470703 (2.3334789550618136) | > grad_norm_0: tensor(58.9877, device='cuda:0') (tensor(27.2359, device='cuda:0')) | > loss_gen: 2.3692522048950195 (2.5403572226825504) | > loss_kl: 1.8322566747665405 (1.8483328658499212) | > loss_feat: 8.404321670532227 (7.377283857056969) | > loss_mel: 18.40046501159668 (18.53379628532812) | > loss_duration: 2.214696168899536 (2.0947314253763145) | > loss_1: 33.22098922729492 (32.394501535516056) | > grad_norm_1: tensor(141.5954, device='cuda:0') (tensor(285.2715, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.4959 (0.38924685904854234) | > loader_time: 0.0071 (0.00457843746009626)  --> TIME: 2024-06-11 03:15:49 -- STEP: 329/330 -- GLOBAL_STEP: 180400 | > loss_disc: 2.4677562713623047 (2.335041614288982) | > loss_disc_real_0: 0.16698578000068665 (0.11803104372915889) | > loss_disc_real_1: 0.25089532136917114 (0.19983893990697832) | > loss_disc_real_2: 0.24726128578186035 (0.21502893334282921) | > loss_disc_real_3: 0.20887897908687592 (0.22755944778672835) | > loss_disc_real_4: 0.15294203162193298 (0.22449345053329295) | > loss_disc_real_5: 0.19239938259124756 (0.21670243134976874) | > loss_0: 2.4677562713623047 (2.335041614288982) | > grad_norm_0: tensor(13.1826, device='cuda:0') (tensor(26.7893, device='cuda:0')) | > loss_gen: 2.6400134563446045 (2.5386700130161173) | > loss_kl: 2.123643398284912 (1.8561979035838394) | > loss_feat: 10.78881549835205 (7.477358519487468) | > loss_mel: 18.453035354614258 (18.512951065341756) | > loss_duration: 2.265717029571533 (2.1080801707995325) | > loss_1: 36.27122497558594 (32.49325758055713) | > grad_norm_1: tensor(62.7456, device='cuda:0') (tensor(280.8590, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 14.4482 (0.44534267263209576) | > loader_time: 0.0348 (0.0050556246632862956)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5301506519317627 (2.5301506519317627) | > loss_disc_real_0: 0.06951592862606049 (0.06951592862606049) | > loss_disc_real_1: 0.23933015763759613 (0.23933015763759613) | > loss_disc_real_2: 0.1862497180700302 (0.1862497180700302) | > loss_disc_real_3: 0.25211212038993835 (0.25211212038993835) | > loss_disc_real_4: 0.2734179198741913 (0.2734179198741913) | > loss_disc_real_5: 0.2694869339466095 (0.2694869339466095) | > loss_0: 2.5301506519317627 (2.5301506519317627) | > loss_gen: 2.2015695571899414 (2.2015695571899414) | > loss_kl: 2.7158336639404297 (2.7158336639404297) | > loss_feat: 5.134890556335449 (5.134890556335449) | > loss_mel: 16.84412956237793 (16.84412956237793) | > loss_duration: 2.894104242324829 (2.894104242324829) | > loss_1: 29.79052734375 (29.79052734375)  --> STEP: 1 | > loss_disc: 1.9304289817810059 (1.9304289817810059) | > loss_disc_real_0: 0.06804549694061279 (0.06804549694061279) | > loss_disc_real_1: 0.18426613509655 (0.18426613509655) | > loss_disc_real_2: 0.13767516613006592 (0.13767516613006592) | > loss_disc_real_3: 0.21938775479793549 (0.21938775479793549) | > loss_disc_real_4: 0.2139626294374466 (0.2139626294374466) | > loss_disc_real_5: 0.20595958828926086 (0.20595958828926086) | > loss_0: 1.9304289817810059 (1.9304289817810059) | > loss_gen: 2.8102779388427734 (2.8102779388427734) | > loss_kl: 2.1451852321624756 (2.1451852321624756) | > loss_feat: 7.715349197387695 (7.715349197387695) | > loss_mel: 18.814739227294922 (18.814739227294922) | > loss_duration: 2.362398624420166 (2.362398624420166) | > loss_1: 33.84794998168945 (33.84794998168945)  --> STEP: 2 | > loss_disc: 2.4590563774108887 (2.1947426795959473) | > loss_disc_real_0: 0.07825873047113419 (0.07315211370587349) | > loss_disc_real_1: 0.22620844841003418 (0.20523729175329208) | > loss_disc_real_2: 0.26256421208381653 (0.20011968910694122) | > loss_disc_real_3: 0.2585645616054535 (0.2389761582016945) | > loss_disc_real_4: 0.24032190442085266 (0.22714226692914963) | > loss_disc_real_5: 0.23655040562152863 (0.22125499695539474) | > loss_0: 2.4590563774108887 (2.1947426795959473) | > loss_gen: 2.4156949520111084 (2.612986445426941) | > loss_kl: 2.055318832397461 (2.1002520322799683) | > loss_feat: 5.544948577880859 (6.630148887634277) | > loss_mel: 20.404285430908203 (19.609512329101562) | > loss_duration: 2.477891445159912 (2.420145034790039) | > loss_1: 32.89813995361328 (33.37304496765137)  --> STEP: 3 | > loss_disc: 2.1350393295288086 (2.174841562906901) | > loss_disc_real_0: 0.1237398236989975 (0.0900146837035815) | > loss_disc_real_1: 0.18026423454284668 (0.19691293934981027) | > loss_disc_real_2: 0.16781628131866455 (0.189351886510849) | > loss_disc_real_3: 0.2126205414533615 (0.23019095261891684) | > loss_disc_real_4: 0.25062450766563416 (0.2349696805079778) | > loss_disc_real_5: 0.20801404118537903 (0.21684134503205618) | > loss_0: 2.1350393295288086 (2.174841562906901) | > loss_gen: 2.6425554752349854 (2.622842788696289) | > loss_kl: 3.1470494270324707 (2.4491844971974692) | > loss_feat: 7.272911548614502 (6.844403107961019) | > loss_mel: 18.999122619628906 (19.406049092610676) | > loss_duration: 2.183793544769287 (2.3413612047831216) | > loss_1: 34.24542999267578 (33.663839975992836)  --> STEP: 4 | > loss_disc: 2.3844711780548096 (2.227248966693878) | > loss_disc_real_0: 0.09406490623950958 (0.09102723933756351) | > loss_disc_real_1: 0.20466288924217224 (0.19885042682290077) | > loss_disc_real_2: 0.27219924330711365 (0.21006372570991516) | > loss_disc_real_3: 0.2669205069541931 (0.2393733412027359) | > loss_disc_real_4: 0.2979055941104889 (0.2507036589086056) | > loss_disc_real_5: 0.19803664088249207 (0.21214016899466515) | > loss_0: 2.3844711780548096 (2.227248966693878) | > loss_gen: 2.4509308338165283 (2.579864799976349) | > loss_kl: 3.183256149291992 (2.6327024102211) | > loss_feat: 6.689101696014404 (6.805577754974365) | > loss_mel: 18.500099182128906 (19.179561614990234) | > loss_duration: 2.262700319290161 (2.3216959834098816) | > loss_1: 33.086090087890625 (33.519402503967285)  --> STEP: 5 | > loss_disc: 2.2777864933013916 (2.2373564720153807) | > loss_disc_real_0: 0.21919026970863342 (0.1166598454117775) | > loss_disc_real_1: 0.21683169901371002 (0.20244668126106263) | > loss_disc_real_2: 0.18263323605060577 (0.20457762777805327) | > loss_disc_real_3: 0.2144455760717392 (0.23438778817653655) | > loss_disc_real_4: 0.21525239944458008 (0.24361340701580048) | > loss_disc_real_5: 0.2677615284919739 (0.2232644408941269) | > loss_0: 2.2777864933013916 (2.2373564720153807) | > loss_gen: 2.553145408630371 (2.5745209217071534) | > loss_kl: 2.350830554962158 (2.5763280391693115) | > loss_feat: 5.4808125495910645 (6.540624713897705) | > loss_mel: 18.786741256713867 (19.100997543334962) | > loss_duration: 2.374584197998047 (2.3322736263275146) | > loss_1: 31.54611587524414 (33.12474517822265)  --> STEP: 6 | > loss_disc: 2.3452696800231934 (2.2553420066833496) | > loss_disc_real_0: 0.09949104487895966 (0.11379837865630786) | > loss_disc_real_1: 0.16922511160373688 (0.19690975298484167) | > loss_disc_real_2: 0.27618393301963806 (0.21651201198498407) | > loss_disc_real_3: 0.27876460552215576 (0.24178392440080643) | > loss_disc_real_4: 0.25125783681869507 (0.24488747864961624) | > loss_disc_real_5: 0.2232731282711029 (0.22326588879028955) | > loss_0: 2.3452696800231934 (2.2553420066833496) | > loss_gen: 2.7177555561065674 (2.598393360773722) | > loss_kl: 2.255978584289551 (2.522936463356018) | > loss_feat: 6.422163963317871 (6.5208812554677325) | > loss_mel: 20.3400821685791 (19.307511647542317) | > loss_duration: 2.1968555450439453 (2.3097039461135864) | > loss_1: 33.932838439941406 (33.25942738850912)  --> STEP: 7 | > loss_disc: 2.0915186405181885 (2.231938668659755) | > loss_disc_real_0: 0.1377461552619934 (0.11721948959997722) | > loss_disc_real_1: 0.15707191824913025 (0.1912186337368829) | > loss_disc_real_2: 0.18488809466362 (0.2119943095105035) | > loss_disc_real_3: 0.2995692789554596 (0.25003897505147116) | > loss_disc_real_4: 0.22692078351974487 (0.2423208079167775) | > loss_disc_real_5: 0.20970451831817627 (0.22132855015141623) | > loss_0: 2.0915186405181885 (2.231938668659755) | > loss_gen: 2.7904393672943115 (2.625828504562378) | > loss_kl: 3.6530346870422363 (2.6843790667397633) | > loss_feat: 6.191041469573975 (6.473761286054339) | > loss_mel: 19.381874084472656 (19.31813485281808) | > loss_duration: 2.543159008026123 (2.3430546692439487) | > loss_1: 34.559547424316406 (33.44515882219587)  --> STEP: 8 | > loss_disc: 2.3576035499572754 (2.247646778821945) | > loss_disc_real_0: 0.18664386868476868 (0.12589753698557615) | > loss_disc_real_1: 0.26800063252449036 (0.20081638358533382) | > loss_disc_real_2: 0.31049251556396484 (0.22430658526718616) | > loss_disc_real_3: 0.21421851217746735 (0.2455614171922207) | > loss_disc_real_4: 0.1996999979019165 (0.23699320666491985) | > loss_disc_real_5: 0.2045898586511612 (0.21923621371388435) | > loss_0: 2.3576035499572754 (2.247646778821945) | > loss_gen: 3.175436496734619 (2.694529503583908) | > loss_kl: 2.320176124572754 (2.6388536989688873) | > loss_feat: 9.730843544006348 (6.88089656829834) | > loss_mel: 20.250778198242188 (19.434715270996094) | > loss_duration: 2.23956298828125 (2.3301182091236115) | > loss_1: 37.716796875 (33.97911357879639)  --> STEP: 9 | > loss_disc: 2.3761038780212402 (2.261919789844089) | > loss_disc_real_0: 0.19481828808784485 (0.13355539821916157) | > loss_disc_real_1: 0.21637646853923798 (0.2025452819135454) | > loss_disc_real_2: 0.1945534497499466 (0.2210006813208262) | > loss_disc_real_3: 0.23544032871723175 (0.2444368518061108) | > loss_disc_real_4: 0.27198052406311035 (0.2408806863758299) | > loss_disc_real_5: 0.24759441614151 (0.22238712509473166) | > loss_0: 2.3761038780212402 (2.261919789844089) | > loss_gen: 2.677452564239502 (2.692632065878974) | > loss_kl: 2.000509262084961 (2.567926539315118) | > loss_feat: 7.89238166809082 (6.993283801608616) | > loss_mel: 19.911325454711914 (19.48767195807563) | > loss_duration: 2.1328630447387695 (2.308200968636407) | > loss_1: 34.614532470703125 (34.04971567789713)  --> STEP: 10 | > loss_disc: 2.3994345664978027 (2.2756712675094604) | > loss_disc_real_0: 0.18644118309020996 (0.13884397670626641) | > loss_disc_real_1: 0.20896463096141815 (0.20318721681833268) | > loss_disc_real_2: 0.23304414749145508 (0.2222050279378891) | > loss_disc_real_3: 0.21736541390419006 (0.24172970801591873) | > loss_disc_real_4: 0.23633383214473724 (0.24042600095272065) | > loss_disc_real_5: 0.24803157150745392 (0.2249515697360039) | > loss_0: 2.3994345664978027 (2.2756712675094604) | > loss_gen: 2.561342239379883 (2.679503083229065) | > loss_kl: 2.416506290435791 (2.5527845144271852) | > loss_feat: 6.512609004974365 (6.945216321945191) | > loss_mel: 18.887592315673828 (19.42766399383545) | > loss_duration: 2.335890293121338 (2.3109699010849) | > loss_1: 32.71393966674805 (33.916138076782225)  --> STEP: 11 | > loss_disc: 2.5943050384521484 (2.304637973958796) | > loss_disc_real_0: 0.20248493552207947 (0.14462951841679486) | > loss_disc_real_1: 0.1758781224489212 (0.2007045718756589) | > loss_disc_real_2: 0.30396395921707153 (0.2296376580541784) | > loss_disc_real_3: 0.27608004212379456 (0.24485246566208926) | > loss_disc_real_4: 0.24588851630687714 (0.24092259325764395) | > loss_disc_real_5: 0.23459742963314056 (0.22582846609028903) | > loss_0: 2.5943050384521484 (2.304637973958796) | > loss_gen: 2.4150006771087646 (2.6554574099454014) | > loss_kl: 2.4348552227020264 (2.542063669724898) | > loss_feat: 5.822475910186768 (6.843149011785334) | > loss_mel: 18.09016990661621 (19.306073622270063) | > loss_duration: 2.3963561058044434 (2.3187322833321313) | > loss_1: 31.158857345581055 (33.66547619212758)  --> STEP: 12 | > loss_disc: 2.4108123779296875 (2.31348584095637) | > loss_disc_real_0: 0.10287027060985565 (0.14114958109954992) | > loss_disc_real_1: 0.2986186146736145 (0.2088640754421552) | > loss_disc_real_2: 0.24520343542099 (0.23093480616807938) | > loss_disc_real_3: 0.2230389565229416 (0.24303467323382696) | > loss_disc_real_4: 0.17229513823986053 (0.23520363867282867) | > loss_disc_real_5: 0.18751351535320282 (0.2226355535288652) | > loss_0: 2.4108123779296875 (2.31348584095637) | > loss_gen: 2.3414177894592285 (2.6292874415715537) | > loss_kl: 1.9413944482803345 (2.4920079012711844) | > loss_feat: 5.717069149017334 (6.7493090232213335) | > loss_mel: 14.846041679382324 (18.934404293696087) | > loss_duration: 2.2159600257873535 (2.310167928536733) | > loss_1: 27.06188201904297 (33.115176677703865)  --> STEP: 13 | > loss_disc: 2.3753066062927246 (2.318241284443782) | > loss_disc_real_0: 0.2689499855041504 (0.15098038143836534) | > loss_disc_real_1: 0.1866099089384079 (0.2071522164803285) | > loss_disc_real_2: 0.25270864367485046 (0.2326097167455233) | > loss_disc_real_3: 0.23901328444480896 (0.24272533563467172) | > loss_disc_real_4: 0.2350679188966751 (0.23519319869004762) | > loss_disc_real_5: 0.23720601201057434 (0.2237563580274582) | > loss_0: 2.3753066062927246 (2.318241284443782) | > loss_gen: 2.9653074741363525 (2.6551351363842306) | > loss_kl: 1.6993712186813354 (2.4310358487642727) | > loss_feat: 7.120626449584961 (6.777871902172382) | > loss_mel: 19.037500381469727 (18.942334761986366) | > loss_duration: 2.1428627967834473 (2.2972983030172496) | > loss_1: 32.965667724609375 (33.10367598900429)  --> STEP: 14 | > loss_disc: 2.2565958499908447 (2.313838039125715) | > loss_disc_real_0: 0.09243638813495636 (0.14679866763097899) | > loss_disc_real_1: 0.21229565143585205 (0.20751960469143732) | > loss_disc_real_2: 0.18095488846302032 (0.22892008615391596) | > loss_disc_real_3: 0.2266552895307541 (0.24157747519867762) | > loss_disc_real_4: 0.21594129502773285 (0.233818062714168) | > loss_disc_real_5: 0.27036672830581665 (0.22708567019019807) | > loss_0: 2.2565958499908447 (2.313838039125715) | > loss_gen: 2.5305562019348145 (2.646236641066415) | > loss_kl: 3.5268430709838867 (2.509307793208531) | > loss_feat: 7.1453046798706055 (6.804117100579398) | > loss_mel: 19.737239837646484 (18.999113695962087) | > loss_duration: 2.3584702014923096 (2.301667724336897) | > loss_1: 35.29841613769531 (33.26044314248222)  --> STEP: 15 | > loss_disc: 2.4866247177124023 (2.3253571510314943) | > loss_disc_real_0: 0.21266455948352814 (0.1511897270878156) | > loss_disc_real_1: 0.2738867700099945 (0.21194408237934112) | > loss_disc_real_2: 0.33480122685432434 (0.2359788288672765) | > loss_disc_real_3: 0.2648733854293823 (0.24313053588072459) | > loss_disc_real_4: 0.2609995901584625 (0.23563016454378763) | > loss_disc_real_5: 0.30102667212486267 (0.23201507031917573) | > loss_0: 2.4866247177124023 (2.3253571510314943) | > loss_gen: 2.85503888130188 (2.660156790415446) | > loss_kl: 2.938549518585205 (2.5379239082336427) | > loss_feat: 6.840720176696777 (6.80655730565389) | > loss_mel: 18.669605255126953 (18.97714646657308) | > loss_duration: 2.32719087600708 (2.3033692677815756) | > loss_1: 33.631107330322266 (33.28515408833822)  --> STEP: 16 | > loss_disc: 2.099424362182617 (2.3112363517284393) | > loss_disc_real_0: 0.12474840879440308 (0.14953714469447732) | > loss_disc_real_1: 0.20561617612838745 (0.21154858823865652) | > loss_disc_real_2: 0.31347745656967163 (0.2408224930986762) | > loss_disc_real_3: 0.19438596069812775 (0.2400839999318123) | > loss_disc_real_4: 0.21143491566181183 (0.23411796148866415) | > loss_disc_real_5: 0.17822161316871643 (0.22865297924727201) | > loss_0: 2.099424362182617 (2.3112363517284393) | > loss_gen: 2.9909963607788086 (2.680834263563156) | > loss_kl: 2.5057239532470703 (2.535911411046982) | > loss_feat: 9.897607803344727 (6.999747961759567) | > loss_mel: 18.423067092895508 (18.94251650571823) | > loss_duration: 2.3353984355926514 (2.3053710907697678) | > loss_1: 36.152793884277344 (33.46438157558441)  --> STEP: 17 | > loss_disc: 2.301090717315674 (2.310639549704159) | > loss_disc_real_0: 0.16647104918956757 (0.15053325672360027) | > loss_disc_real_1: 0.23119394481182098 (0.21270419744884267) | > loss_disc_real_2: 0.24736349284648895 (0.24120725778972402) | > loss_disc_real_3: 0.2955274283885956 (0.24334537807632894) | > loss_disc_real_4: 0.2859826982021332 (0.23716882835416234) | > loss_disc_real_5: 0.24403417110443115 (0.22955775523886962) | > loss_0: 2.301090717315674 (2.310639549704159) | > loss_gen: 2.845839262008667 (2.690540439942304) | > loss_kl: 1.9242603778839111 (2.4999319385079777) | > loss_feat: 6.2765960693359375 (6.957209615146413) | > loss_mel: 19.043474197387695 (18.948455193463495) | > loss_duration: 2.4233946800231934 (2.3123136548434986) | > loss_1: 32.51356506347656 (33.408451192519244)  --> STEP: 18 | > loss_disc: 1.850429892539978 (2.2850723465283713) | > loss_disc_real_0: 0.08530302345752716 (0.1469093548754851) | > loss_disc_real_1: 0.17834791541099548 (0.21079551511340672) | > loss_disc_real_2: 0.1716972142457962 (0.23734558870395026) | > loss_disc_real_3: 0.1321784108877182 (0.23716943545473945) | > loss_disc_real_4: 0.12833592295646667 (0.23112255583206812) | > loss_disc_real_5: 0.09952224045991898 (0.22233355997337234) | > loss_0: 1.850429892539978 (2.2850723465283713) | > loss_gen: 2.720080614089966 (2.692181560728285) | > loss_kl: 3.072679042816162 (2.5317512220806546) | > loss_feat: 12.247678756713867 (7.251124567455715) | > loss_mel: 22.964515686035156 (19.17156966527303) | > loss_duration: 2.241868019104004 (2.3084000084135265) | > loss_1: 43.246822357177734 (33.9550273683336)  --> STEP: 19 | > loss_disc: 2.447557210922241 (2.2936241814964697) | > loss_disc_real_0: 0.09946228563785553 (0.14441214070508354) | > loss_disc_real_1: 0.26742127537727356 (0.21377581828518918) | > loss_disc_real_2: 0.2796461284160614 (0.23957193289932452) | > loss_disc_real_3: 0.2693370282649994 (0.23886246665527947) | > loss_disc_real_4: 0.2503458857536316 (0.2321343100384662) | > loss_disc_real_5: 0.20837613940238953 (0.22159895889068904) | > loss_0: 2.447557210922241 (2.2936241814964697) | > loss_gen: 2.4391980171203613 (2.6788666373804997) | > loss_kl: 2.211805582046509 (2.5149119778683313) | > loss_feat: 6.727170467376709 (7.22354803587261) | > loss_mel: 18.910629272460938 (19.157835960388184) | > loss_duration: 2.313638687133789 (2.3086757283461723) | > loss_1: 32.602439880371094 (33.88383855317768)  --> STEP: 20 | > loss_disc: 2.2114219665527344 (2.289514070749283) | > loss_disc_real_0: 0.13343584537506104 (0.14386332593858242) | > loss_disc_real_1: 0.15259820222854614 (0.21071693748235704) | > loss_disc_real_2: 0.18523399531841278 (0.23685503602027894) | > loss_disc_real_3: 0.27223238348960876 (0.24053096249699593) | > loss_disc_real_4: 0.2587251365184784 (0.2334638513624668) | > loss_disc_real_5: 0.277996689081192 (0.2244188454002142) | > loss_0: 2.2114219665527344 (2.289514070749283) | > loss_gen: 2.6809678077697754 (2.678971695899963) | > loss_kl: 1.8560792207717896 (2.4819703400135045) | > loss_feat: 7.297384738922119 (7.227239871025086) | > loss_mel: 19.976232528686523 (19.1987557888031) | > loss_duration: 2.292605400085449 (2.307872211933136) | > loss_1: 34.103267669677734 (33.89481000900268)  --> STEP: 21 | > loss_disc: 2.240504264831543 (2.2871802704674855) | > loss_disc_real_0: 0.14608800411224365 (0.14396926299447105) | > loss_disc_real_1: 0.19767387211322784 (0.2100958391314461) | > loss_disc_real_2: 0.29372432827949524 (0.2395630975564321) | > loss_disc_real_3: 0.29845890402793884 (0.2432894359032313) | > loss_disc_real_4: 0.21567308902740479 (0.23261667220365434) | > loss_disc_real_5: 0.2160971313714981 (0.22402257330360867) | > loss_0: 2.240504264831543 (2.2871802704674855) | > loss_gen: 2.873743772506714 (2.688246556690761) | > loss_kl: 2.222498655319214 (2.4696145455042524) | > loss_feat: 5.760059356689453 (7.157374132247198) | > loss_mel: 16.24064064025879 (19.057893162681943) | > loss_duration: 2.121887445449829 (2.29901579448155) | > loss_1: 29.218828201293945 (33.6721442086356)  --> STEP: 22 | > loss_disc: 2.220038414001465 (2.284128367900848) | > loss_disc_real_0: 0.22586487233638763 (0.1476917906918309) | > loss_disc_real_1: 0.12934638559818268 (0.20642540942538867) | > loss_disc_real_2: 0.16567309200763702 (0.23620446094057776) | > loss_disc_real_3: 0.1966259926557541 (0.24116837030107324) | > loss_disc_real_4: 0.18397743999958038 (0.23040579801256006) | > loss_disc_real_5: 0.2210531383752823 (0.22388759898868474) | > loss_0: 2.220038414001465 (2.284128367900848) | > loss_gen: 2.5899791717529297 (2.6837798573754053) | > loss_kl: 2.0505475997924805 (2.450566047971899) | > loss_feat: 8.480344772338867 (7.217509161342274) | > loss_mel: 18.634889602661133 (19.03866572813554) | > loss_duration: 2.162461519241333 (2.2928087819706313) | > loss_1: 33.9182243347168 (33.68332966891202)  --> STEP: 23 | > loss_disc: 2.1221320629119873 (2.2770850502926367) | > loss_disc_real_0: 0.08104641735553741 (0.14479416576416596) | > loss_disc_real_1: 0.15574176609516144 (0.20422177275885706) | > loss_disc_real_2: 0.18962223827838898 (0.23417914691178696) | > loss_disc_real_3: 0.23737375438213348 (0.24100338700024979) | > loss_disc_real_4: 0.2301865816116333 (0.2303962668646937) | > loss_disc_real_5: 0.2490992695093155 (0.22498375857653824) | > loss_0: 2.1221320629119873 (2.2770850502926367) | > loss_gen: 2.8774447441101074 (2.6922000698421313) | > loss_kl: 2.6015827655792236 (2.457131992215696) | > loss_feat: 9.782182693481445 (7.329016706217891) | > loss_mel: 18.98101234436035 (19.03615905927575) | > loss_duration: 2.3052916526794434 (2.29335151547971) | > loss_1: 36.54751205444336 (33.807859337848164)  --> STEP: 24 | > loss_disc: 2.3323354721069336 (2.2793871512015658) | > loss_disc_real_0: 0.13573899865150452 (0.14441686713447174) | > loss_disc_real_1: 0.19287064671516418 (0.2037488091737032) | > loss_disc_real_2: 0.1457170695066452 (0.23049322701990604) | > loss_disc_real_3: 0.1952407956123352 (0.23909661235908666) | > loss_disc_real_4: 0.2520988881587982 (0.23130054275194803) | > loss_disc_real_5: 0.23873606324195862 (0.22555677127093077) | > loss_0: 2.3323354721069336 (2.2793871512015658) | > loss_gen: 2.384911298751831 (2.679396371046702) | > loss_kl: 2.3049583435058594 (2.4507914235194526) | > loss_feat: 7.065284252166748 (7.318027853965759) | > loss_mel: 19.967844009399414 (19.074979265530903) | > loss_duration: 2.3679444789886475 (2.2964595556259155) | > loss_1: 34.0909423828125 (33.81965446472168)  --> STEP: 25 | > loss_disc: 2.474433422088623 (2.287189002037048) | > loss_disc_real_0: 0.25833451747894287 (0.14897357314825058) | > loss_disc_real_1: 0.21457307040691376 (0.2041817796230316) | > loss_disc_real_2: 0.31935611367225647 (0.23404774248600005) | > loss_disc_real_3: 0.23415562510490417 (0.23889897286891937) | > loss_disc_real_4: 0.2469925731420517 (0.2319282239675522) | > loss_disc_real_5: 0.26108381152153015 (0.22697785288095473) | > loss_0: 2.474433422088623 (2.287189002037048) | > loss_gen: 2.900301218032837 (2.6882325649261474) | > loss_kl: 2.290910005569458 (2.4443961668014524) | > loss_feat: 8.043061256408691 (7.347029190063477) | > loss_mel: 18.35879135131836 (19.0463317489624) | > loss_duration: 2.3386993408203125 (2.2981491470336914) | > loss_1: 33.9317626953125 (33.82413879394531)  --> STEP: 26 | > loss_disc: 2.4505600929260254 (2.293472505532778) | > loss_disc_real_0: 0.24597686529159546 (0.1527044689999177) | > loss_disc_real_1: 0.2600839138031006 (0.20633186170688042) | > loss_disc_real_2: 0.2874111533164978 (0.23610018136409613) | > loss_disc_real_3: 0.18562297523021698 (0.2368498960366616) | > loss_disc_real_4: 0.26848021149635315 (0.23333406964173684) | > loss_disc_real_5: 0.13767990469932556 (0.22354331641243055) | > loss_0: 2.4505600929260254 (2.293472505532778) | > loss_gen: 2.585747480392456 (2.684290830905621) | > loss_kl: 2.341015338897705 (2.440419981112847) | > loss_feat: 12.414368629455566 (7.541926860809326) | > loss_mel: 18.37494468688965 (19.020509169651913) | > loss_duration: 2.246955156326294 (2.296180147391099) | > loss_1: 37.96303176879883 (33.98332698528583) --> EVAL PERFORMANCE | > avg_loader_time: 0.002513582889850323 (+0.0001248212961050179) | > avg_loss_disc: 2.293472505532778 (-0.09188617651279163) | > avg_loss_disc_real_0: 0.1527044689999177 (-0.01826125583969629) | > avg_loss_disc_real_1: 0.20633186170688042 (+0.04185998984254319) | > avg_loss_disc_real_2: 0.23610018136409613 (+0.006323896921597988) | > avg_loss_disc_real_3: 0.2368498960366616 (-0.06415749283937303) | > avg_loss_disc_real_4: 0.23333406964173684 (-0.019750376733449787) | > avg_loss_disc_real_5: 0.22354331641243055 (-0.036514688856326555) | > avg_loss_0: 2.293472505532778 (-0.09188617651279163) | > avg_loss_gen: 2.684290830905621 (+0.06309783458709806) | > avg_loss_kl: 2.440419981112847 (-0.015807775350717534) | > avg_loss_feat: 7.541926860809326 (-0.0708676301516018) | > avg_loss_mel: 19.020509169651913 (+0.0780417735760075) | > avg_loss_duration: 2.296180147391099 (+0.009050204203678636) | > avg_loss_1: 33.98332698528583 (+0.06351441603440122)  > EPOCH: 280/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:15:54)   --> TIME: 2024-06-11 03:16:04 -- STEP: 24/330 -- GLOBAL_STEP: 180425 | > loss_disc: 2.220372438430786 (2.331830104192098) | > loss_disc_real_0: 0.1139339879155159 (0.11048961492876212) | > loss_disc_real_1: 0.19019614160060883 (0.19471415566901365) | > loss_disc_real_2: 0.23002468049526215 (0.216274905949831) | > loss_disc_real_3: 0.18771182000637054 (0.2266723724702994) | > loss_disc_real_4: 0.19191887974739075 (0.2329039927572012) | > loss_disc_real_5: 0.18931113183498383 (0.22191938074926534) | > loss_0: 2.220372438430786 (2.331830104192098) | > grad_norm_0: tensor(11.1716, device='cuda:0') (tensor(9.2665, device='cuda:0')) | > loss_gen: 2.5638322830200195 (2.5252063870429993) | > loss_kl: 1.7152295112609863 (1.7992492814858754) | > loss_feat: 8.65972900390625 (7.278734127680461) | > loss_mel: 19.337858200073242 (18.890812873840336) | > loss_duration: 2.016432285308838 (2.115369235475858) | > loss_1: 34.29308319091797 (32.60937237739562) | > grad_norm_1: tensor(92.5894, device='cuda:0') (tensor(99.0049, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3497 (0.34370945890744525) | > loader_time: 0.0031 (0.003084808588027954)  --> TIME: 2024-06-11 03:16:13 -- STEP: 49/330 -- GLOBAL_STEP: 180450 | > loss_disc: 2.3499526977539062 (2.328950453777702) | > loss_disc_real_0: 0.11637654155492783 (0.11155238458696677) | > loss_disc_real_1: 0.19306297600269318 (0.19642725708533307) | > loss_disc_real_2: 0.222648024559021 (0.21831891488055793) | > loss_disc_real_3: 0.20981340110301971 (0.22605012144361222) | > loss_disc_real_4: 0.2219245284795761 (0.2273737155661291) | > loss_disc_real_5: 0.20764949917793274 (0.21782901883125305) | > loss_0: 2.3499526977539062 (2.328950453777702) | > grad_norm_0: tensor(8.2300, device='cuda:0') (tensor(10.7521, device='cuda:0')) | > loss_gen: 2.5790202617645264 (2.5296070624370963) | > loss_kl: 1.7214149236679077 (1.80757183201459) | > loss_feat: 7.447691917419434 (7.28244703643176) | > loss_mel: 18.045177459716797 (18.851516801483776) | > loss_duration: 1.9898000955581665 (2.0704645453667156) | > loss_1: 31.78310203552246 (32.54160752588389) | > grad_norm_1: tensor(98.7076, device='cuda:0') (tensor(133.5172, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.367 (0.3496706826346262) | > loader_time: 0.0041 (0.003242716497304489)  --> TIME: 2024-06-11 03:16:22 -- STEP: 74/330 -- GLOBAL_STEP: 180475 | > loss_disc: 2.1080143451690674 (2.3244959148200777) | > loss_disc_real_0: 0.09053622931241989 (0.1111428854433266) | > loss_disc_real_1: 0.20789973437786102 (0.1980730657641952) | > loss_disc_real_2: 0.23033343255519867 (0.2169222201447229) | > loss_disc_real_3: 0.21955305337905884 (0.22704050730209094) | > loss_disc_real_4: 0.21289321780204773 (0.22644800531703072) | > loss_disc_real_5: 0.1974632740020752 (0.21796932031173963) | > loss_0: 2.1080143451690674 (2.3244959148200777) | > grad_norm_0: tensor(24.3489, device='cuda:0') (tensor(14.0927, device='cuda:0')) | > loss_gen: 2.8931846618652344 (2.53813023180575) | > loss_kl: 1.977194905281067 (1.8092163124599971) | > loss_feat: 8.159876823425293 (7.32905118529861) | > loss_mel: 19.131895065307617 (18.849645279549264) | > loss_duration: 1.9633042812347412 (2.0529129730688567) | > loss_1: 34.12545394897461 (32.57895611427927) | > grad_norm_1: tensor(287.5835, device='cuda:0') (tensor(182.8728, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3736 (0.35504640115273967) | > loader_time: 0.0037 (0.0034198471017785987)  --> TIME: 2024-06-11 03:16:32 -- STEP: 99/330 -- GLOBAL_STEP: 180500 | > loss_disc: 2.2462315559387207 (2.3177627602008855) | > loss_disc_real_0: 0.13285744190216064 (0.11272585068387214) | > loss_disc_real_1: 0.19487108290195465 (0.19927343349866192) | > loss_disc_real_2: 0.1911013424396515 (0.21453698747085803) | > loss_disc_real_3: 0.23848408460617065 (0.22676297721236643) | > loss_disc_real_4: 0.22966158390045166 (0.22505554722415078) | > loss_disc_real_5: 0.26316529512405396 (0.21641814949536564) | > loss_0: 2.2462315559387207 (2.3177627602008855) | > grad_norm_0: tensor(43.9602, device='cuda:0') (tensor(17.6283, device='cuda:0')) | > loss_gen: 2.6009600162506104 (2.5493446191151934) | > loss_kl: 1.7541524171829224 (1.82140282187799) | > loss_feat: 7.427765846252441 (7.3438509931468) | > loss_mel: 19.287996292114258 (18.791386402014524) | > loss_duration: 2.0346105098724365 (2.04856509512121) | > loss_1: 33.10548400878906 (32.55454997823695) | > grad_norm_1: tensor(286.3369, device='cuda:0') (tensor(206.3793, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3705 (0.3604065288196912) | > loader_time: 0.0042 (0.003593562829374064) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_180500.pth  --> TIME: 2024-06-11 03:16:46 -- STEP: 124/330 -- GLOBAL_STEP: 180525 | > loss_disc: 2.1118481159210205 (2.3063423229802034) | > loss_disc_real_0: 0.06323413550853729 (0.11056920005789687) | > loss_disc_real_1: 0.21952296793460846 (0.19808543521550395) | > loss_disc_real_2: 0.2282136231660843 (0.21439654055622318) | > loss_disc_real_3: 0.20785188674926758 (0.22623834626809244) | > loss_disc_real_4: 0.1769351363182068 (0.22287934177344845) | > loss_disc_real_5: 0.18124353885650635 (0.21627712369926513) | > loss_0: 2.1118481159210205 (2.3063423229802034) | > grad_norm_0: tensor(7.6459, device='cuda:0') (tensor(19.5503, device='cuda:0')) | > loss_gen: 2.848010301589966 (2.5657390682928023) | > loss_kl: 1.8437089920043945 (1.8230918780449898) | > loss_feat: 8.413339614868164 (7.397464925243009) | > loss_mel: 18.662240982055664 (18.768895410722298) | > loss_duration: 2.051424264907837 (2.04912852568011) | > loss_1: 33.8187255859375 (32.604319803176374) | > grad_norm_1: tensor(347.1379, device='cuda:0') (tensor(225.6937, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3609 (0.36373471636925986) | > loader_time: 0.0038 (0.003671703800078362)  --> TIME: 2024-06-11 03:16:56 -- STEP: 149/330 -- GLOBAL_STEP: 180550 | > loss_disc: 2.1274375915527344 (2.3071205888018507) | > loss_disc_real_0: 0.12882673740386963 (0.11086268485492508) | > loss_disc_real_1: 0.1553371399641037 (0.19815795913638687) | > loss_disc_real_2: 0.20572151243686676 (0.2143023810130638) | > loss_disc_real_3: 0.23859962821006775 (0.22590778278024404) | > loss_disc_real_4: 0.18993639945983887 (0.22321895694972685) | > loss_disc_real_5: 0.2034527063369751 (0.21551195777102605) | > loss_0: 2.1274375915527344 (2.3071205888018507) | > grad_norm_0: tensor(45.3035, device='cuda:0') (tensor(20.5830, device='cuda:0')) | > loss_gen: 2.7212748527526855 (2.573286307738132) | > loss_kl: 1.758848786354065 (1.8256396951291385) | > loss_feat: 7.745761871337891 (7.407838453382453) | > loss_mel: 19.147686004638672 (18.763206981172498) | > loss_duration: 2.0640151500701904 (2.0509485614379774) | > loss_1: 33.43758773803711 (32.62091993805544) | > grad_norm_1: tensor(147.9466, device='cuda:0') (tensor(240.0323, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3581 (0.36488084985105795) | > loader_time: 0.0048 (0.003752722836180822)  --> TIME: 2024-06-11 03:17:06 -- STEP: 174/330 -- GLOBAL_STEP: 180575 | > loss_disc: 2.4000473022460938 (2.3123886105657996) | > loss_disc_real_0: 0.12019634246826172 (0.11229789413340475) | > loss_disc_real_1: 0.20716805756092072 (0.19851286212603256) | > loss_disc_real_2: 0.20989321172237396 (0.21419230386100965) | > loss_disc_real_3: 0.21148762106895447 (0.22656659088258085) | > loss_disc_real_4: 0.2399740368127823 (0.22348599144439588) | > loss_disc_real_5: 0.23670519888401031 (0.2158195431205048) | > loss_0: 2.4000473022460938 (2.3123886105657996) | > grad_norm_0: tensor(9.4670, device='cuda:0') (tensor(22.4799, device='cuda:0')) | > loss_gen: 2.382244825363159 (2.569528801687833) | > loss_kl: 1.7795069217681885 (1.8202712090536095) | > loss_feat: 7.2498779296875 (7.404593897962022) | > loss_mel: 18.06996726989746 (18.730057530019476) | > loss_duration: 2.1344056129455566 (2.0547319246434594) | > loss_1: 31.61600112915039 (32.57918331540862) | > grad_norm_1: tensor(91.4715, device='cuda:0') (tensor(251.6965, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3885 (0.3667462598318342) | > loader_time: 0.0043 (0.003881085878131034)  --> TIME: 2024-06-11 03:17:15 -- STEP: 199/330 -- GLOBAL_STEP: 180600 | > loss_disc: 2.43001127243042 (2.31188366161519) | > loss_disc_real_0: 0.1570727527141571 (0.11274795659148514) | > loss_disc_real_1: 0.22377553582191467 (0.19883509339699199) | > loss_disc_real_2: 0.24025923013687134 (0.2143238618895037) | > loss_disc_real_3: 0.24241533875465393 (0.2259451397250046) | > loss_disc_real_4: 0.23681692779064178 (0.22328141556313288) | > loss_disc_real_5: 0.24526925384998322 (0.21551909293960686) | > loss_0: 2.43001127243042 (2.31188366161519) | > grad_norm_0: tensor(35.2374, device='cuda:0') (tensor(23.8297, device='cuda:0')) | > loss_gen: 2.553021192550659 (2.5671533388109062) | > loss_kl: 1.9403783082962036 (1.8240344626220626) | > loss_feat: 6.678370475769043 (7.382938166958603) | > loss_mel: 17.84822654724121 (18.683942353905145) | > loss_duration: 2.1615679264068604 (2.0616095671102617) | > loss_1: 31.181564331054688 (32.51967780913538) | > grad_norm_1: tensor(411.0794, device='cuda:0') (tensor(259.7417, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.3982 (0.369467929380024) | > loader_time: 0.0048 (0.0040061629597266096)  --> TIME: 2024-06-11 03:17:26 -- STEP: 224/330 -- GLOBAL_STEP: 180625 | > loss_disc: 2.2415318489074707 (2.312867124165808) | > loss_disc_real_0: 0.05828374996781349 (0.11296853642644626) | > loss_disc_real_1: 0.21348045766353607 (0.19857314541669832) | > loss_disc_real_2: 0.18294648826122284 (0.21420370241893189) | > loss_disc_real_3: 0.23280876874923706 (0.22614027047529817) | > loss_disc_real_4: 0.2446942776441574 (0.22360196257276194) | > loss_disc_real_5: 0.2574257254600525 (0.21609338180028967) | > loss_0: 2.2415318489074707 (2.312867124165808) | > grad_norm_0: tensor(44.9917, device='cuda:0') (tensor(26.1380, device='cuda:0')) | > loss_gen: 2.530913829803467 (2.564329749771527) | > loss_kl: 1.775036334991455 (1.8256509942667825) | > loss_feat: 8.094118118286133 (7.384994281189782) | > loss_mel: 18.609569549560547 (18.635121413639606) | > loss_duration: 2.1677770614624023 (2.067696711314575) | > loss_1: 33.17741394042969 (32.47779304640631) | > grad_norm_1: tensor(451.7336, device='cuda:0') (tensor(276.6953, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.4026 (0.37331038926328936) | > loader_time: 0.0053 (0.004130564630031584)  --> TIME: 2024-06-11 03:17:36 -- STEP: 249/330 -- GLOBAL_STEP: 180650 | > loss_disc: 2.2244341373443604 (2.314082715405997) | > loss_disc_real_0: 0.10233880579471588 (0.1148592936525862) | > loss_disc_real_1: 0.14462246000766754 (0.19816188316747368) | > loss_disc_real_2: 0.1891932636499405 (0.21424566867600484) | > loss_disc_real_3: 0.21487587690353394 (0.2260673170587624) | > loss_disc_real_4: 0.2546921968460083 (0.22395664722804565) | > loss_disc_real_5: 0.22028248012065887 (0.21584175999863559) | > loss_0: 2.2244341373443604 (2.314082715405997) | > grad_norm_0: tensor(39.6957, device='cuda:0') (tensor(27.8126, device='cuda:0')) | > loss_gen: 2.486961841583252 (2.5669383571808595) | > loss_kl: 1.9508533477783203 (1.828886717198843) | > loss_feat: 8.051284790039062 (7.393307477116106) | > loss_mel: 18.539241790771484 (18.598824765308787) | > loss_duration: 2.1338324546813965 (2.0750131420342313) | > loss_1: 33.162174224853516 (32.4629704119211) | > grad_norm_1: tensor(396.8999, device='cuda:0') (tensor(288.4048, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.4454 (0.3779987379250278) | > loader_time: 0.0061 (0.004274307963359785)  --> TIME: 2024-06-11 03:17:48 -- STEP: 274/330 -- GLOBAL_STEP: 180675 | > loss_disc: 2.3230350017547607 (2.3143800819007154) | > loss_disc_real_0: 0.14057907462120056 (0.11511289787879825) | > loss_disc_real_1: 0.22247403860092163 (0.1985399307016909) | > loss_disc_real_2: 0.23538264632225037 (0.2142992584157164) | > loss_disc_real_3: 0.23519419133663177 (0.226062522915593) | > loss_disc_real_4: 0.21003180742263794 (0.2232584120692128) | > loss_disc_real_5: 0.21124127507209778 (0.21616946052025704) | > loss_0: 2.3230350017547607 (2.3143800819007154) | > grad_norm_0: tensor(38.2093, device='cuda:0') (tensor(29.2496, device='cuda:0')) | > loss_gen: 2.733733892440796 (2.567945341124152) | > loss_kl: 1.973618984222412 (1.8323063693777488) | > loss_feat: 7.840356349945068 (7.406995204243347) | > loss_mel: 17.706192016601562 (18.5622501651736) | > loss_duration: 2.155935287475586 (2.082568216932951) | > loss_1: 32.40983581542969 (32.45206524507842) | > grad_norm_1: tensor(126.0959, device='cuda:0') (tensor(297.4505, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.4633 (0.38352483032393636) | > loader_time: 0.0061 (0.004453926190842675)  --> TIME: 2024-06-11 03:17:59 -- STEP: 299/330 -- GLOBAL_STEP: 180700 | > loss_disc: 2.24009370803833 (2.3203168266194334) | > loss_disc_real_0: 0.11471495777368546 (0.11573404225717021) | > loss_disc_real_1: 0.17465902864933014 (0.19884549494969805) | > loss_disc_real_2: 0.1781959980726242 (0.21435114178171125) | > loss_disc_real_3: 0.22006335854530334 (0.22647725887920545) | > loss_disc_real_4: 0.2303476333618164 (0.22370962484624474) | > loss_disc_real_5: 0.2137945592403412 (0.2167001751354307) | > loss_0: 2.24009370803833 (2.3203168266194334) | > grad_norm_0: tensor(20.3764, device='cuda:0') (tensor(29.6431, device='cuda:0')) | > loss_gen: 2.6582114696502686 (2.559811670245933) | > loss_kl: 1.893844485282898 (1.837760459220529) | > loss_feat: 7.41180944442749 (7.4150092912756875) | > loss_mel: 17.66503143310547 (18.519523920422817) | > loss_duration: 2.2456905841827393 (2.092070949117476) | > loss_1: 31.87458610534668 (32.42417621293594) | > grad_norm_1: tensor(181.0479, device='cuda:0') (tensor(300.5822, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.4809 (0.38964587071268864) | > loader_time: 0.0068 (0.004653333421534915)  --> TIME: 2024-06-11 03:18:13 -- STEP: 324/330 -- GLOBAL_STEP: 180725 | > loss_disc: 2.3197450637817383 (2.32218361048051) | > loss_disc_real_0: 0.1467997282743454 (0.11655792099550183) | > loss_disc_real_1: 0.17306487262248993 (0.1994725642840804) | > loss_disc_real_2: 0.20252326130867004 (0.21446419521062463) | > loss_disc_real_3: 0.19352012872695923 (0.22626322351488065) | > loss_disc_real_4: 0.1766698658466339 (0.22358126151892874) | > loss_disc_real_5: 0.18541887402534485 (0.21669491923149722) | > loss_0: 2.3197450637817383 (2.32218361048051) | > grad_norm_0: tensor(22.5189, device='cuda:0') (tensor(29.8465, device='cuda:0')) | > loss_gen: 2.358186960220337 (2.556313276290893) | > loss_kl: 2.0684571266174316 (1.8444647524091933) | > loss_feat: 9.930444717407227 (7.460898221274952) | > loss_mel: 18.30218505859375 (18.47348059548273) | > loss_duration: 2.295414924621582 (2.105611862591755) | > loss_1: 34.954689025878906 (32.44076866573758) | > grad_norm_1: tensor(327.8188, device='cuda:0') (tensor(307.4138, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.5855 (0.401505195800169) | > loader_time: 0.0093 (0.004927530700777781)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5411293506622314 (2.5411293506622314) | > loss_disc_real_0: 0.06500700116157532 (0.06500700116157532) | > loss_disc_real_1: 0.3435607850551605 (0.3435607850551605) | > loss_disc_real_2: 0.28827667236328125 (0.28827667236328125) | > loss_disc_real_3: 0.26171594858169556 (0.26171594858169556) | > loss_disc_real_4: 0.2919701337814331 (0.2919701337814331) | > loss_disc_real_5: 0.21726387739181519 (0.21726387739181519) | > loss_0: 2.5411293506622314 (2.5411293506622314) | > loss_gen: 2.4536099433898926 (2.4536099433898926) | > loss_kl: 2.52744722366333 (2.52744722366333) | > loss_feat: 6.600215911865234 (6.600215911865234) | > loss_mel: 19.713518142700195 (19.713518142700195) | > loss_duration: 2.853616237640381 (2.853616237640381) | > loss_1: 34.148406982421875 (34.148406982421875)  --> STEP: 1 | > loss_disc: 2.446721076965332 (2.446721076965332) | > loss_disc_real_0: 0.08260015398263931 (0.08260015398263931) | > loss_disc_real_1: 0.28161153197288513 (0.28161153197288513) | > loss_disc_real_2: 0.21879124641418457 (0.21879124641418457) | > loss_disc_real_3: 0.31166553497314453 (0.31166553497314453) | > loss_disc_real_4: 0.34696388244628906 (0.34696388244628906) | > loss_disc_real_5: 0.3564130365848541 (0.3564130365848541) | > loss_0: 2.446721076965332 (2.446721076965332) | > loss_gen: 2.7675251960754395 (2.7675251960754395) | > loss_kl: 1.8114653825759888 (1.8114653825759888) | > loss_feat: 7.057024002075195 (7.057024002075195) | > loss_mel: 19.699615478515625 (19.699615478515625) | > loss_duration: 2.335812568664551 (2.335812568664551) | > loss_1: 33.67144012451172 (33.67144012451172)  --> STEP: 2 | > loss_disc: 2.62668776512146 (2.536704421043396) | > loss_disc_real_0: 0.1533951759338379 (0.1179976649582386) | > loss_disc_real_1: 0.25909745693206787 (0.2703544944524765) | > loss_disc_real_2: 0.2807519733905792 (0.2497716099023819) | > loss_disc_real_3: 0.2890731990337372 (0.30036936700344086) | > loss_disc_real_4: 0.3225242495536804 (0.33474406599998474) | > loss_disc_real_5: 0.2985874116420746 (0.32750022411346436) | > loss_0: 2.62668776512146 (2.536704421043396) | > loss_gen: 2.4185221195220947 (2.593023657798767) | > loss_kl: 2.638871431350708 (2.2251684069633484) | > loss_feat: 5.428395748138428 (6.2427098751068115) | > loss_mel: 19.491870880126953 (19.59574317932129) | > loss_duration: 2.421693801879883 (2.378753185272217) | > loss_1: 32.39935302734375 (33.035396575927734)  --> STEP: 3 | > loss_disc: 1.9021344184875488 (2.3251810868581138) | > loss_disc_real_0: 0.08748224377632141 (0.10782585789759953) | > loss_disc_real_1: 0.1630731225013733 (0.2345940371354421) | > loss_disc_real_2: 0.2716672718524933 (0.2570701638857524) | > loss_disc_real_3: 0.16648690402507782 (0.2557418793439865) | > loss_disc_real_4: 0.1542188823223114 (0.27456900477409363) | > loss_disc_real_5: 0.14923183619976044 (0.26807742814222973) | > loss_0: 1.9021344184875488 (2.3251810868581138) | > loss_gen: 2.9311649799346924 (2.7057374318440757) | > loss_kl: 2.607370138168335 (2.3525689840316772) | > loss_feat: 8.312142372131348 (6.932520707448323) | > loss_mel: 22.570636749267578 (20.587374369303387) | > loss_duration: 2.230522871017456 (2.32934308052063) | > loss_1: 38.65183639526367 (34.90754318237305)  --> STEP: 4 | > loss_disc: 2.27706241607666 (2.3131514191627502) | > loss_disc_real_0: 0.07268360257148743 (0.09904029406607151) | > loss_disc_real_1: 0.2626492381095886 (0.24160783737897873) | > loss_disc_real_2: 0.25280895829200745 (0.25600486248731613) | > loss_disc_real_3: 0.24050705134868622 (0.25193317234516144) | > loss_disc_real_4: 0.23624664545059204 (0.26498841494321823) | > loss_disc_real_5: 0.18140892684459686 (0.2464103028178215) | > loss_0: 2.27706241607666 (2.3131514191627502) | > loss_gen: 2.4349098205566406 (2.638030529022217) | > loss_kl: 3.13132643699646 (2.547258347272873) | > loss_feat: 6.332230091094971 (6.782448053359985) | > loss_mel: 17.19778060913086 (19.739975929260254) | > loss_duration: 2.231017827987671 (2.30476176738739) | > loss_1: 31.3272647857666 (34.012473583221436)  --> STEP: 5 | > loss_disc: 2.3039402961730957 (2.3113091945648194) | > loss_disc_real_0: 0.0729292631149292 (0.09381808787584305) | > loss_disc_real_1: 0.24415716528892517 (0.24211770296096802) | > loss_disc_real_2: 0.28423571586608887 (0.2616510331630707) | > loss_disc_real_3: 0.2047320157289505 (0.24249294102191926) | > loss_disc_real_4: 0.21977129578590393 (0.2559449911117554) | > loss_disc_real_5: 0.2418462485074997 (0.24549749195575715) | > loss_0: 2.3039402961730957 (2.3113091945648194) | > loss_gen: 2.455030679702759 (2.601430559158325) | > loss_kl: 2.089921474456787 (2.455790972709656) | > loss_feat: 6.737325191497803 (6.773423480987549) | > loss_mel: 18.418249130249023 (19.47563056945801) | > loss_duration: 2.294700860977173 (2.302749586105347) | > loss_1: 31.99522590637207 (33.60902404785156)  --> STEP: 6 | > loss_disc: 2.4623570442199707 (2.3364838361740112) | > loss_disc_real_0: 0.0902731716632843 (0.09322726850708325) | > loss_disc_real_1: 0.23744550347328186 (0.24133900304635367) | > loss_disc_real_2: 0.25613412261009216 (0.2607315480709076) | > loss_disc_real_3: 0.2873249053955078 (0.24996493508418402) | > loss_disc_real_4: 0.3873605728149414 (0.2778475880622864) | > loss_disc_real_5: 0.2143421173095703 (0.240304929514726) | > loss_0: 2.4623570442199707 (2.3364838361740112) | > loss_gen: 2.594442367553711 (2.600265860557556) | > loss_kl: 2.259662628173828 (2.423102915287018) | > loss_feat: 6.048840045928955 (6.65265957514445) | > loss_mel: 19.92841911315918 (19.551095326741535) | > loss_duration: 2.1055922508239746 (2.269890030225118) | > loss_1: 32.936954498291016 (33.49701245625814)  --> STEP: 7 | > loss_disc: 2.373340606689453 (2.3417490891047885) | > loss_disc_real_0: 0.14208951592445374 (0.10020758956670761) | > loss_disc_real_1: 0.24181389808654785 (0.24140684519495284) | > loss_disc_real_2: 0.20329460501670837 (0.25252627049173626) | > loss_disc_real_3: 0.2429455816745758 (0.24896217031138285) | > loss_disc_real_4: 0.2402118593454361 (0.2724710553884506) | > loss_disc_real_5: 0.1915353685617447 (0.23333784937858582) | > loss_0: 2.373340606689453 (2.3417490891047885) | > loss_gen: 2.374692678451538 (2.5680411202566966) | > loss_kl: 3.3141345977783203 (2.5503931556429182) | > loss_feat: 4.781075477600098 (6.385290418352399) | > loss_mel: 18.650985717773438 (19.422508239746094) | > loss_duration: 2.450751781463623 (2.29572742325919) | > loss_1: 31.57164192199707 (33.22195952279227)  --> STEP: 8 | > loss_disc: 2.2271006107330322 (2.327418029308319) | > loss_disc_real_0: 0.052208155393600464 (0.09420766029506922) | > loss_disc_real_1: 0.2509201467037201 (0.24259600788354874) | > loss_disc_real_2: 0.1195826306939125 (0.2359083155170083) | > loss_disc_real_3: 0.17438720166683197 (0.23964029923081398) | > loss_disc_real_4: 0.10495653003454208 (0.25153173971921206) | > loss_disc_real_5: 0.1007554903626442 (0.2167650545015931) | > loss_0: 2.2271006107330322 (2.327418029308319) | > loss_gen: 1.9751089811325073 (2.493924602866173) | > loss_kl: 2.719183921813965 (2.571492001414299) | > loss_feat: 9.174636840820312 (6.733958721160889) | > loss_mel: 19.898347854614258 (19.481988191604614) | > loss_duration: 2.1522302627563477 (2.277790278196335) | > loss_1: 35.91950607299805 (33.55915284156799)  --> STEP: 9 | > loss_disc: 2.4882421493530273 (2.3452873759799533) | > loss_disc_real_0: 0.19739393889904022 (0.1056728023621771) | > loss_disc_real_1: 0.2801133692264557 (0.24676460358831617) | > loss_disc_real_2: 0.3291480243206024 (0.2462682831618521) | > loss_disc_real_3: 0.2941192090511322 (0.24569351143307155) | > loss_disc_real_4: 0.2500869929790497 (0.25137121230363846) | > loss_disc_real_5: 0.2384377270936966 (0.21917312923404905) | > loss_0: 2.4882421493530273 (2.3452873759799533) | > loss_gen: 2.8613269329071045 (2.534747083981832) | > loss_kl: 2.2830398082733154 (2.5394417577319675) | > loss_feat: 6.87170934677124 (6.749264346228705) | > loss_mel: 19.535429000854492 (19.487926059299046) | > loss_duration: 2.1026644706726074 (2.258331855138143) | > loss_1: 33.65416717529297 (33.56970998975966)  --> STEP: 10 | > loss_disc: 2.5690877437591553 (2.3676674127578736) | > loss_disc_real_0: 0.15642082691192627 (0.11074760481715203) | > loss_disc_real_1: 0.3561317026615143 (0.25770131349563596) | > loss_disc_real_2: 0.27614888548851013 (0.2492563433945179) | > loss_disc_real_3: 0.26372504234313965 (0.24749666452407837) | > loss_disc_real_4: 0.3156336843967438 (0.25779745951294897) | > loss_disc_real_5: 0.30169183015823364 (0.2274249993264675) | > loss_0: 2.5690877437591553 (2.3676674127578736) | > loss_gen: 2.6565966606140137 (2.54693204164505) | > loss_kl: 2.342207908630371 (2.5197183728218078) | > loss_feat: 4.2414021492004395 (6.498478126525879) | > loss_mel: 15.618210792541504 (19.10095453262329) | > loss_duration: 2.2824625968933105 (2.2607449293136597) | > loss_1: 27.140880584716797 (32.92682704925537)  --> STEP: 11 | > loss_disc: 2.3949782848358154 (2.3701502193104136) | > loss_disc_real_0: 0.10581105947494507 (0.11029882796786049) | > loss_disc_real_1: 0.32085809111595154 (0.2634428387338465) | > loss_disc_real_2: 0.30190443992614746 (0.2540425339883024) | > loss_disc_real_3: 0.20470498502254486 (0.2436065118421208) | > loss_disc_real_4: 0.19942717254161835 (0.25249106978828256) | > loss_disc_real_5: 0.19770972430706024 (0.22472361068833957) | > loss_0: 2.3949782848358154 (2.3701502193104136) | > loss_gen: 2.4680416584014893 (2.539760188622908) | > loss_kl: 2.731658458709717 (2.5389856533570723) | > loss_feat: 7.188752174377441 (6.561230312694203) | > loss_mel: 18.741548538208008 (19.06828126040372) | > loss_duration: 2.3878655433654785 (2.272301348772916) | > loss_1: 33.51786804199219 (32.98055804859508)  --> STEP: 12 | > loss_disc: 2.3355777263641357 (2.3672691782315574) | > loss_disc_real_0: 0.12866336107254028 (0.1118292057265838) | > loss_disc_real_1: 0.27788034081459045 (0.2646459639072418) | > loss_disc_real_2: 0.23085342347621918 (0.25211010811229545) | > loss_disc_real_3: 0.2784021198749542 (0.2465061458448569) | > loss_disc_real_4: 0.21542268991470337 (0.24940203813215098) | > loss_disc_real_5: 0.19280026853084564 (0.2220633321752151) | > loss_0: 2.3355777263641357 (2.3672691782315574) | > loss_gen: 2.617025852203369 (2.54619899392128) | > loss_kl: 2.3454697132110596 (2.5228593250115714) | > loss_feat: 6.170717716217041 (6.528687596321106) | > loss_mel: 18.296274185180664 (19.003947337468464) | > loss_duration: 2.22312068939209 (2.2682029604911804) | > loss_1: 31.652606964111328 (32.86989545822143)  --> STEP: 13 | > loss_disc: 2.682438850402832 (2.391512999167809) | > loss_disc_real_0: 0.14995956420898438 (0.11476231022523) | > loss_disc_real_1: 0.3634728491306305 (0.2722480320013486) | > loss_disc_real_2: 0.320736825466156 (0.25738908637028474) | > loss_disc_real_3: 0.31909897923469543 (0.25209020995176756) | > loss_disc_real_4: 0.29320228099823 (0.2527712875833878) | > loss_disc_real_5: 0.32476043701171875 (0.22996310947033075) | > loss_0: 2.682438850402832 (2.391512999167809) | > loss_gen: 2.641146659851074 (2.5535026605312643) | > loss_kl: 2.4714200496673584 (2.518902457677401) | > loss_feat: 5.993518352508545 (6.487520731412447) | > loss_mel: 16.95049476623535 (18.84598944737361) | > loss_duration: 2.099921703338623 (2.255258248402522) | > loss_1: 30.15650177001953 (32.66117286682128)  --> STEP: 14 | > loss_disc: 2.3683228492736816 (2.3898565598896573) | > loss_disc_real_0: 0.13749773800373077 (0.11638626935226577) | > loss_disc_real_1: 0.23053599894046783 (0.26926860106842854) | > loss_disc_real_2: 0.24798783659934998 (0.25671756852950367) | > loss_disc_real_3: 0.25944724678993225 (0.25261571258306503) | > loss_disc_real_4: 0.2962143123149872 (0.255874360778502) | > loss_disc_real_5: 0.297120600938797 (0.23476007314664976) | > loss_0: 2.3683228492736816 (2.3898565598896573) | > loss_gen: 2.735435962677002 (2.566497896398817) | > loss_kl: 2.8185713291168213 (2.5403073770659312) | > loss_feat: 6.837038040161133 (6.512486253465925) | > loss_mel: 19.588451385498047 (18.899022442953928) | > loss_duration: 2.3252811431884766 (2.260259883744376) | > loss_1: 34.304779052734375 (32.778573308672215)  --> STEP: 15 | > loss_disc: 2.468594551086426 (2.395105759302775) | > loss_disc_real_0: 0.13971015810966492 (0.11794119526942572) | > loss_disc_real_1: 0.36703914403915405 (0.2757866372664769) | > loss_disc_real_2: 0.2911541163921356 (0.25901333838701246) | > loss_disc_real_3: 0.23809978365898132 (0.2516479839881261) | > loss_disc_real_4: 0.23273734748363495 (0.25433189322551086) | > loss_disc_real_5: 0.19539162516593933 (0.23213550994793575) | > loss_0: 2.468594551086426 (2.395105759302775) | > loss_gen: 2.6151821613311768 (2.569743514060974) | > loss_kl: 2.633934736251831 (2.5465492010116577) | > loss_feat: 8.915655136108398 (6.672697512308757) | > loss_mel: 20.46477508544922 (19.003405952453612) | > loss_duration: 2.2854509353637695 (2.261939287185669) | > loss_1: 36.91499710083008 (33.05433489481607)  --> STEP: 16 | > loss_disc: 2.2945008277893066 (2.3888179510831833) | > loss_disc_real_0: 0.15007486939430237 (0.1199495499022305) | > loss_disc_real_1: 0.32089048624038696 (0.27860562782734627) | > loss_disc_real_2: 0.2785356938838959 (0.2602334856055677) | > loss_disc_real_3: 0.3021219074726105 (0.2548026042059064) | > loss_disc_real_4: 0.18173015117645264 (0.24979428434744472) | > loss_disc_real_5: 0.19705511629581451 (0.22994298534467816) | > loss_0: 2.2945008277893066 (2.3888179510831833) | > loss_gen: 2.7651095390319824 (2.581953890621662) | > loss_kl: 2.4329755306243896 (2.5394508466124535) | > loss_feat: 7.882666110992432 (6.748320549726486) | > loss_mel: 18.147539138793945 (18.949914276599884) | > loss_duration: 2.3224966526031494 (2.2657241225242615) | > loss_1: 33.55078887939453 (33.08536326885223)  --> STEP: 17 | > loss_disc: 2.4876551628112793 (2.394631904714248) | > loss_disc_real_0: 0.14741921424865723 (0.12156541251084384) | > loss_disc_real_1: 0.32137006521224976 (0.2811211829676347) | > loss_disc_real_2: 0.3241112530231476 (0.26399100133601355) | > loss_disc_real_3: 0.2847137153148651 (0.2565620813299628) | > loss_disc_real_4: 0.3184160590171814 (0.25383085932801747) | > loss_disc_real_5: 0.345943808555603 (0.23676656318061493) | > loss_0: 2.4876551628112793 (2.394631904714248) | > loss_gen: 2.901001453399658 (2.6007213943144856) | > loss_kl: 2.3417181968688965 (2.527819514274597) | > loss_feat: 5.078708648681641 (6.650108084959142) | > loss_mel: 17.345584869384766 (18.855541958528406) | > loss_duration: 2.381471633911133 (2.2725327996646656) | > loss_1: 30.048484802246094 (32.90672335905187)  --> STEP: 18 | > loss_disc: 2.2988505363464355 (2.3893107175827026) | > loss_disc_real_0: 0.1987447738647461 (0.12585315480828285) | > loss_disc_real_1: 0.2428019791841507 (0.2789923383129967) | > loss_disc_real_2: 0.2415826916694641 (0.2627460952434275) | > loss_disc_real_3: 0.24774540960788727 (0.2560722662342919) | > loss_disc_real_4: 0.22108685970306396 (0.25201174823774225) | > loss_disc_real_5: 0.16696296632289886 (0.23288858557740846) | > loss_0: 2.2988505363464355 (2.3893107175827026) | > loss_gen: 2.6626038551330566 (2.604159308804406) | > loss_kl: 2.7432801723480225 (2.539789550834232) | > loss_feat: 8.258467674255371 (6.739461395475599) | > loss_mel: 19.285842895507812 (18.879447566138374) | > loss_duration: 2.221287965774536 (2.2696858644485474) | > loss_1: 35.17148208618164 (33.03254328833685)  --> STEP: 19 | > loss_disc: 2.7220511436462402 (2.4068233715860465) | > loss_disc_real_0: 0.24376654624938965 (0.13205912277886742) | > loss_disc_real_1: 0.29545965790748596 (0.27985903934428563) | > loss_disc_real_2: 0.3450233042240143 (0.26707647466345835) | > loss_disc_real_3: 0.35292550921440125 (0.2611698053385082) | > loss_disc_real_4: 0.29148173332214355 (0.25408911587376337) | > loss_disc_real_5: 0.24250541627407074 (0.23339473456144333) | > loss_0: 2.7220511436462402 (2.4068233715860465) | > loss_gen: 2.754606008529663 (2.612077556158367) | > loss_kl: 1.550098180770874 (2.487700531357213) | > loss_feat: 4.687643051147461 (6.631470956300435) | > loss_mel: 17.32276725769043 (18.797517023588483) | > loss_duration: 2.2610201835632324 (2.2692297759808993) | > loss_1: 28.576135635375977 (32.797995517128385)  --> STEP: 20 | > loss_disc: 2.7025744915008545 (2.421610927581787) | > loss_disc_real_0: 0.24655941128730774 (0.13778413720428945) | > loss_disc_real_1: 0.3314485251903534 (0.282438513636589) | > loss_disc_real_2: 0.3007885217666626 (0.2687620770186186) | > loss_disc_real_3: 0.2843782305717468 (0.26233022660017014) | > loss_disc_real_4: 0.3498418927192688 (0.25887675471603866) | > loss_disc_real_5: 0.24399831891059875 (0.2339249137789011) | > loss_0: 2.7025744915008545 (2.421610927581787) | > loss_gen: 2.6165168285369873 (2.612299519777298) | > loss_kl: 2.0882980823516846 (2.4677304089069367) | > loss_feat: 6.316315174102783 (6.615713167190552) | > loss_mel: 18.403236389160156 (18.777802991867066) | > loss_duration: 2.304163694381714 (2.2709764719009398) | > loss_1: 31.72852897644043 (32.74452219009399)  --> STEP: 21 | > loss_disc: 2.689037799835205 (2.4343455405462358) | > loss_disc_real_0: 0.1837388426065445 (0.13997245650915874) | > loss_disc_real_1: 0.29035133123397827 (0.28281531447455993) | > loss_disc_real_2: 0.2680732309818268 (0.2687292748263904) | > loss_disc_real_3: 0.263095498085022 (0.2623666680994488) | > loss_disc_real_4: 0.30030736327171326 (0.26084964083773743) | > loss_disc_real_5: 0.31463122367858887 (0.23776807139317194) | > loss_0: 2.689037799835205 (2.4343455405462358) | > loss_gen: 2.5044963359832764 (2.6071660348347256) | > loss_kl: 1.8858572244644165 (2.4400221620287215) | > loss_feat: 5.2645769119262695 (6.5513733455113) | > loss_mel: 17.499168395996094 (18.716915630158923) | > loss_duration: 2.160862684249878 (2.2657329582032704) | > loss_1: 29.314960479736328 (32.581209727696006)  --> STEP: 22 | > loss_disc: 2.17160701751709 (2.4224028804085473) | > loss_disc_real_0: 0.08618953824043274 (0.13752777840603483) | > loss_disc_real_1: 0.25240781903266907 (0.2814331555908376) | > loss_disc_real_2: 0.15614289045333862 (0.2636117119003426) | > loss_disc_real_3: 0.16188086569309235 (0.2577991316264326) | > loss_disc_real_4: 0.21994271874427795 (0.2589902352880347) | > loss_disc_real_5: 0.15750527381896973 (0.23411976241252638) | > loss_0: 2.17160701751709 (2.4224028804085473) | > loss_gen: 2.4319043159484863 (2.599199593067169) | > loss_kl: 1.8171710968017578 (2.41171074997295) | > loss_feat: 8.583674430847168 (6.6437506675720215) | > loss_mel: 20.225622177124023 (18.785493200475518) | > loss_duration: 2.1381969451904297 (2.2599358667026865) | > loss_1: 35.196571350097656 (32.700089801441536)  --> STEP: 23 | > loss_disc: 2.430147647857666 (2.422739609428074) | > loss_disc_real_0: 0.09682035446166992 (0.13575789040845376) | > loss_disc_real_1: 0.23263049125671387 (0.2793113006197887) | > loss_disc_real_2: 0.2294963151216507 (0.2621284337795299) | > loss_disc_real_3: 0.2224784940481186 (0.25626345173172327) | > loss_disc_real_4: 0.20880556106567383 (0.25680829293054075) | > loss_disc_real_5: 0.15701033174991608 (0.23076717847067377) | > loss_0: 2.430147647857666 (2.422739609428074) | > loss_gen: 2.1541805267333984 (2.579850938009179) | > loss_kl: 2.40195631980896 (2.4112866443136465) | > loss_feat: 6.427777290344238 (6.634360520736031) | > loss_mel: 19.622787475585938 (18.82189729939336) | > loss_duration: 2.2234363555908203 (2.258348931436953) | > loss_1: 32.83013916015625 (32.70574412138565)  --> STEP: 24 | > loss_disc: 2.465614080429077 (2.4245260457197824) | > loss_disc_real_0: 0.16582781076431274 (0.13701080375661456) | > loss_disc_real_1: 0.42693284153938293 (0.28546219815810514) | > loss_disc_real_2: 0.31430861353874207 (0.2643026079361637) | > loss_disc_real_3: 0.3001321256160736 (0.2580913131435712) | > loss_disc_real_4: 0.2832190990447998 (0.25790874318530155) | > loss_disc_real_5: 0.30585721135139465 (0.23389592984070381) | > loss_0: 2.465614080429077 (2.4245260457197824) | > loss_gen: 3.2208285331726074 (2.6065583378076553) | > loss_kl: 2.691473960876465 (2.422961115837097) | > loss_feat: 8.526780128479004 (6.713211337725322) | > loss_mel: 18.78908920288086 (18.820530295372006) | > loss_duration: 2.394202470779419 (2.2640094955762224) | > loss_1: 35.62237548828125 (32.82727042833963)  --> STEP: 25 | > loss_disc: 2.4425501823425293 (2.4252470111846924) | > loss_disc_real_0: 0.20618292689323425 (0.13977768868207935) | > loss_disc_real_1: 0.2348569631576538 (0.28343798875808707) | > loss_disc_real_2: 0.21512429416179657 (0.26233547538518903) | > loss_disc_real_3: 0.19065769016742706 (0.2553939682245254) | > loss_disc_real_4: 0.196836918592453 (0.2554658702015876) | > loss_disc_real_5: 0.15204647183418274 (0.23062195152044296) | > loss_0: 2.4425501823425293 (2.4252470111846924) | > loss_gen: 2.224174976348877 (2.591263003349304) | > loss_kl: 2.42121958732605 (2.4228914546966553) | > loss_feat: 5.739175319671631 (6.674249897003174) | > loss_mel: 17.541839599609375 (18.7693826675415) | > loss_duration: 2.3055429458618164 (2.265670833587646) | > loss_1: 30.231952667236328 (32.7234577178955)  --> STEP: 26 | > loss_disc: 2.5387306213378906 (2.429611765421354) | > loss_disc_real_0: 0.08113960176706314 (0.1375223776468864) | > loss_disc_real_1: 0.1668776273727417 (0.27895489793557376) | > loss_disc_real_2: 0.1498488336801529 (0.2580090660888415) | > loss_disc_real_3: 0.21541021764278412 (0.2538561316636892) | > loss_disc_real_4: 0.23370672762393951 (0.2546289801024473) | > loss_disc_real_5: 0.16112583875656128 (0.22794902410644752) | > loss_0: 2.5387306213378906 (2.429611765421354) | > loss_gen: 1.7690811157226562 (2.5596406230559716) | > loss_kl: 2.1265902519226074 (2.411495254589961) | > loss_feat: 6.957708358764648 (6.685152145532461) | > loss_mel: 19.977703094482422 (18.81585653011615) | > loss_duration: 2.273825168609619 (2.2659844618577223) | > loss_1: 33.10490798950195 (32.73812888218806) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024021038642296428 (-0.00011147902562068032) | > avg_loss_disc: 2.429611765421354 (+0.136139259888576) | > avg_loss_disc_real_0: 0.1375223776468864 (-0.01518209135303128) | > avg_loss_disc_real_1: 0.27895489793557376 (+0.07262303622869334) | > avg_loss_disc_real_2: 0.2580090660888415 (+0.021908884724745364) | > avg_loss_disc_real_3: 0.2538561316636892 (+0.017006235627027605) | > avg_loss_disc_real_4: 0.2546289801024473 (+0.021294910460710442) | > avg_loss_disc_real_5: 0.22794902410644752 (+0.004405707694016964) | > avg_loss_0: 2.429611765421354 (+0.136139259888576) | > avg_loss_gen: 2.5596406230559716 (-0.12465020784964942) | > avg_loss_kl: 2.411495254589961 (-0.028924726522885802) | > avg_loss_feat: 6.685152145532461 (-0.856774715276865) | > avg_loss_mel: 18.81585653011615 (-0.2046526395357624) | > avg_loss_duration: 2.2659844618577223 (-0.030195685533376704) | > avg_loss_1: 32.73812888218806 (-1.2451981030977706)  > EPOCH: 281/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:18:36)   --> TIME: 2024-06-11 03:18:44 -- STEP: 19/330 -- GLOBAL_STEP: 180750 | > loss_disc: 2.3031630516052246 (2.3466606391103646) | > loss_disc_real_0: 0.12028196454048157 (0.11351996660232544) | > loss_disc_real_1: 0.18362358212471008 (0.20627585524006894) | > loss_disc_real_2: 0.22640714049339294 (0.21542333850735113) | > loss_disc_real_3: 0.2419266700744629 (0.22787732042764364) | > loss_disc_real_4: 0.2601349651813507 (0.22717987236223722) | > loss_disc_real_5: 0.24461516737937927 (0.21690113607205844) | > loss_0: 2.3031630516052246 (2.3466606391103646) | > grad_norm_0: tensor(18.6423, device='cuda:0') (tensor(11.0129, device='cuda:0')) | > loss_gen: 2.5684549808502197 (2.4655642383976986) | > loss_kl: 1.7941465377807617 (1.7736951802906238) | > loss_feat: 7.119115829467773 (6.815692299290707) | > loss_mel: 18.71199607849121 (18.92840616326583) | > loss_duration: 2.0493295192718506 (2.1444170224039176) | > loss_1: 32.2430419921875 (32.12777438916658) | > grad_norm_1: tensor(276.5614, device='cuda:0') (tensor(112.7066, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3521 (0.34668578599628647) | > loader_time: 0.0031 (0.003044730738589638)  --> TIME: 2024-06-11 03:18:54 -- STEP: 44/330 -- GLOBAL_STEP: 180775 | > loss_disc: 2.229562997817993 (2.3362555232915008) | > loss_disc_real_0: 0.06256164610385895 (0.11281619136306373) | > loss_disc_real_1: 0.17734774947166443 (0.20205244862220503) | > loss_disc_real_2: 0.1922578364610672 (0.21227931061928923) | > loss_disc_real_3: 0.1984216719865799 (0.2298357676375996) | > loss_disc_real_4: 0.1958031803369522 (0.22531227259473366) | > loss_disc_real_5: 0.1960892677307129 (0.2164457342164083) | > loss_0: 2.229562997817993 (2.3362555232915008) | > grad_norm_0: tensor(9.4911, device='cuda:0') (tensor(11.8053, device='cuda:0')) | > loss_gen: 2.578338146209717 (2.493687152862549) | > loss_kl: 1.650874137878418 (1.838801313530315) | > loss_feat: 8.637510299682617 (7.0980598818172105) | > loss_mel: 19.606454849243164 (18.81958072835749) | > loss_duration: 1.968367576599121 (2.0791588886217633) | > loss_1: 34.44154739379883 (32.32928796248003) | > grad_norm_1: tensor(111.1253, device='cuda:0') (tensor(133.2171, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3594 (0.35719374635002826) | > loader_time: 0.0037 (0.003283262252807617)  --> TIME: 2024-06-11 03:19:03 -- STEP: 69/330 -- GLOBAL_STEP: 180800 | > loss_disc: 2.4030776023864746 (2.320496220519577) | > loss_disc_real_0: 0.1602160483598709 (0.11322113288485486) | > loss_disc_real_1: 0.22581090033054352 (0.1999430263387984) | > loss_disc_real_2: 0.23287996649742126 (0.21274338209110757) | > loss_disc_real_3: 0.2884550392627716 (0.22639085222845493) | > loss_disc_real_4: 0.24926629662513733 (0.22326693089975827) | > loss_disc_real_5: 0.2384377121925354 (0.2161894635013912) | > loss_0: 2.4030776023864746 (2.320496220519577) | > grad_norm_0: tensor(20.3983, device='cuda:0') (tensor(11.0874, device='cuda:0')) | > loss_gen: 2.61269211769104 (2.5134517006252124) | > loss_kl: 1.7400583028793335 (1.8329622054445571) | > loss_feat: 7.39181661605835 (7.209071311397829) | > loss_mel: 17.46662712097168 (18.72829006029212) | > loss_duration: 1.96477210521698 (2.059458627217059) | > loss_1: 31.175966262817383 (32.34323396544524) | > grad_norm_1: tensor(250.4704, device='cuda:0') (tensor(123.2928, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3678 (0.3594916557920152) | > loader_time: 0.0038 (0.0033892928690150165)  --> TIME: 2024-06-11 03:19:12 -- STEP: 94/330 -- GLOBAL_STEP: 180825 | > loss_disc: 2.2838478088378906 (2.321140494752437) | > loss_disc_real_0: 0.11492840945720673 (0.11353295748221114) | > loss_disc_real_1: 0.20218922197818756 (0.19928688666921981) | > loss_disc_real_2: 0.17816650867462158 (0.21178598131271117) | > loss_disc_real_3: 0.21165047585964203 (0.22682052644643377) | > loss_disc_real_4: 0.2241271734237671 (0.22502912216364068) | > loss_disc_real_5: 0.21067656576633453 (0.2165786034249245) | > loss_0: 2.2838478088378906 (2.321140494752437) | > grad_norm_0: tensor(5.5988, device='cuda:0') (tensor(11.1512, device='cuda:0')) | > loss_gen: 2.512708902359009 (2.5179881187195465) | > loss_kl: 2.019361734390259 (1.8470948731645624) | > loss_feat: 7.275237083435059 (7.233689769785455) | > loss_mel: 18.645572662353516 (18.680216910991263) | > loss_duration: 2.053279399871826 (2.0513140977697186) | > loss_1: 32.50615692138672 (32.330303780576024) | > grad_norm_1: tensor(105.3443, device='cuda:0') (tensor(126.6969, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3726 (0.3606945403078769) | > loader_time: 0.0044 (0.0035257998933183386)  --> TIME: 2024-06-11 03:19:22 -- STEP: 119/330 -- GLOBAL_STEP: 180850 | > loss_disc: 2.313871383666992 (2.322422614618509) | > loss_disc_real_0: 0.10944253951311111 (0.11601226401178777) | > loss_disc_real_1: 0.27619677782058716 (0.20024115611024262) | > loss_disc_real_2: 0.2219797670841217 (0.2124024210106425) | > loss_disc_real_3: 0.2598590552806854 (0.2261724410688176) | > loss_disc_real_4: 0.25522109866142273 (0.2247631235533402) | > loss_disc_real_5: 0.2519893944263458 (0.21518217528066716) | > loss_0: 2.313871383666992 (2.322422614618509) | > grad_norm_0: tensor(7.9884, device='cuda:0') (tensor(10.9631, device='cuda:0')) | > loss_gen: 2.5588037967681885 (2.532085536908702) | > loss_kl: 2.0045158863067627 (1.8605616202875346) | > loss_feat: 7.742992401123047 (7.317548960196872) | > loss_mel: 19.009052276611328 (18.731011430756386) | > loss_duration: 2.026841640472412 (2.0489933971597387) | > loss_1: 33.34220504760742 (32.49020095632858) | > grad_norm_1: tensor(107.0593, device='cuda:0') (tensor(122.9407, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.37 (0.3631000518798828) | > loader_time: 0.004 (0.003654003143310547)  --> TIME: 2024-06-11 03:19:31 -- STEP: 144/330 -- GLOBAL_STEP: 180875 | > loss_disc: 2.37093448638916 (2.327970299455854) | > loss_disc_real_0: 0.09337833523750305 (0.11505237915035751) | > loss_disc_real_1: 0.1898006647825241 (0.20076121317429674) | > loss_disc_real_2: 0.19568777084350586 (0.21394908593760598) | > loss_disc_real_3: 0.24346370995044708 (0.22629811304310957) | > loss_disc_real_4: 0.24912554025650024 (0.22392992592520183) | > loss_disc_real_5: 0.2280987799167633 (0.21583765724466908) | > loss_0: 2.37093448638916 (2.327970299455854) | > grad_norm_0: tensor(36.4356, device='cuda:0') (tensor(12.6509, device='cuda:0')) | > loss_gen: 2.47039532661438 (2.5288887040482617) | > loss_kl: 1.9682495594024658 (1.862464490864012) | > loss_feat: 7.070507049560547 (7.298048949903912) | > loss_mel: 19.01291275024414 (18.699375854598156) | > loss_duration: 2.035034656524658 (2.0517371503843207) | > loss_1: 32.55710220336914 (32.440515213542525) | > grad_norm_1: tensor(433.4146, device='cuda:0') (tensor(147.4896, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3901 (0.3659527136219872) | > loader_time: 0.0041 (0.0037868552737765843)  --> TIME: 2024-06-11 03:19:41 -- STEP: 169/330 -- GLOBAL_STEP: 180900 | > loss_disc: 2.3353638648986816 (2.3233704369449053) | > loss_disc_real_0: 0.07621461153030396 (0.11642365272228535) | > loss_disc_real_1: 0.17499786615371704 (0.19920581720284453) | > loss_disc_real_2: 0.2565118372440338 (0.21335502647789273) | > loss_disc_real_3: 0.2323925644159317 (0.2263129239780663) | > loss_disc_real_4: 0.2351074367761612 (0.2236575698535118) | > loss_disc_real_5: 0.24894341826438904 (0.21552964039808195) | > loss_0: 2.3353638648986816 (2.3233704369449053) | > grad_norm_0: tensor(18.2169, device='cuda:0') (tensor(15.5774, device='cuda:0')) | > loss_gen: 2.600961923599243 (2.536588328829883) | > loss_kl: 1.8837050199508667 (1.8620832495435455) | > loss_feat: 8.513416290283203 (7.332918864030105) | > loss_mel: 18.87367820739746 (18.675194204206303) | > loss_duration: 2.1004600524902344 (2.0549679924045097) | > loss_1: 33.97222137451172 (32.461752626317505) | > grad_norm_1: tensor(199.4785, device='cuda:0') (tensor(171.2219, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3986 (0.3686600902376797) | > loader_time: 0.0045 (0.003913460398566794)  --> TIME: 2024-06-11 03:19:51 -- STEP: 194/330 -- GLOBAL_STEP: 180925 | > loss_disc: 2.321833372116089 (2.3251938340590166) | > loss_disc_real_0: 0.09736144542694092 (0.11518356154106327) | > loss_disc_real_1: 0.18980762362480164 (0.19928615517223) | > loss_disc_real_2: 0.21777641773223877 (0.21432376891067348) | > loss_disc_real_3: 0.21984761953353882 (0.2270873387142555) | > loss_disc_real_4: 0.2184532731771469 (0.2251865816177781) | > loss_disc_real_5: 0.20954693853855133 (0.21581940022633248) | > loss_0: 2.321833372116089 (2.3251938340590166) | > grad_norm_0: tensor(14.9097, device='cuda:0') (tensor(17.3222, device='cuda:0')) | > loss_gen: 2.4035348892211914 (2.547412953425928) | > loss_kl: 1.8706637620925903 (1.8593147722716183) | > loss_feat: 7.179693222045898 (7.361001444846084) | > loss_mel: 18.222688674926758 (18.64574215092611) | > loss_duration: 2.0645906925201416 (2.060507434545104) | > loss_1: 31.741168975830078 (32.47397879964299) | > grad_norm_1: tensor(277.4115, device='cuda:0') (tensor(190.2124, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.388 (0.371112755893432) | > loader_time: 0.0046 (0.00402854889938512)  --> TIME: 2024-06-11 03:20:01 -- STEP: 219/330 -- GLOBAL_STEP: 180950 | > loss_disc: 2.2596280574798584 (2.3225552328101022) | > loss_disc_real_0: 0.10184535384178162 (0.11514726114463589) | > loss_disc_real_1: 0.17590811848640442 (0.19934797212141286) | > loss_disc_real_2: 0.19619400799274445 (0.21410986699470103) | > loss_disc_real_3: 0.23788830637931824 (0.22645620117176612) | > loss_disc_real_4: 0.19516167044639587 (0.22353653949961816) | > loss_disc_real_5: 0.21468879282474518 (0.21632543417144584) | > loss_0: 2.2596280574798584 (2.3225552328101022) | > grad_norm_0: tensor(37.8632, device='cuda:0') (tensor(18.5052, device='cuda:0')) | > loss_gen: 2.604098320007324 (2.5462447889319293) | > loss_kl: 1.9667106866836548 (1.8613222374763663) | > loss_feat: 7.428476810455322 (7.366553914057065) | > loss_mel: 18.557527542114258 (18.60621578617184) | > loss_duration: 2.1323935985565186 (2.067035724583281) | > loss_1: 32.689205169677734 (32.4473724887796) | > grad_norm_1: tensor(354.9450, device='cuda:0') (tensor(203.2741, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.3907 (0.3740175151389483) | > loader_time: 0.0051 (0.004158913817035556)  --> TIME: 2024-06-11 03:20:12 -- STEP: 244/330 -- GLOBAL_STEP: 180975 | > loss_disc: 2.2443137168884277 (2.3221410307727868) | > loss_disc_real_0: 0.10244686901569366 (0.11492148844800035) | > loss_disc_real_1: 0.23399490118026733 (0.19988761946070388) | > loss_disc_real_2: 0.19145822525024414 (0.2140231633894756) | > loss_disc_real_3: 0.20860370993614197 (0.22638535456823522) | > loss_disc_real_4: 0.21982771158218384 (0.22424548015486997) | > loss_disc_real_5: 0.21647539734840393 (0.2161826852892266) | > loss_0: 2.2443137168884277 (2.3221410307727868) | > grad_norm_0: tensor(24.6194, device='cuda:0') (tensor(21.2751, device='cuda:0')) | > loss_gen: 2.8072001934051514 (2.547158321396249) | > loss_kl: 1.923067569732666 (1.8610266022017745) | > loss_feat: 7.283814430236816 (7.35454300387961) | > loss_mel: 18.452404022216797 (18.56716338923721) | > loss_duration: 2.084444522857666 (2.074469208228781) | > loss_1: 32.55093002319336 (32.40436056793716) | > grad_norm_1: tensor(476.3107, device='cuda:0') (tensor(226.3067, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.4404 (0.3778417178841888) | > loader_time: 0.0057 (0.004312923697174575)  --> TIME: 2024-06-11 03:20:23 -- STEP: 269/330 -- GLOBAL_STEP: 181000 | > loss_disc: 2.395693302154541 (2.325490257553894) | > loss_disc_real_0: 0.17404311895370483 (0.11682132490283936) | > loss_disc_real_1: 0.20314766466617584 (0.2001900995863414) | > loss_disc_real_2: 0.19073350727558136 (0.2142584490620957) | > loss_disc_real_3: 0.25083017349243164 (0.2264804231300673) | > loss_disc_real_4: 0.23674091696739197 (0.22383555454170836) | > loss_disc_real_5: 0.22699777781963348 (0.21590018338873482) | > loss_0: 2.395693302154541 (2.325490257553894) | > grad_norm_0: tensor(23.8390, device='cuda:0') (tensor(23.5766, device='cuda:0')) | > loss_gen: 2.5489745140075684 (2.54817447077386) | > loss_kl: 1.8212031126022339 (1.8648541873272466) | > loss_feat: 6.580776214599609 (7.36641355606703) | > loss_mel: 18.362289428710938 (18.543884475878187) | > loss_duration: 2.186823844909668 (2.0818022037527353) | > loss_1: 31.50006866455078 (32.40512893279692) | > grad_norm_1: tensor(281.3898, device='cuda:0') (tensor(241.5846, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.4379 (0.3834699919675806) | > loader_time: 0.0063 (0.004456746977058043) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_181000.pth  --> TIME: 2024-06-11 03:20:39 -- STEP: 294/330 -- GLOBAL_STEP: 181025 | > loss_disc: 2.362536907196045 (2.327318962739437) | > loss_disc_real_0: 0.06869889050722122 (0.11768986936025068) | > loss_disc_real_1: 0.2024681270122528 (0.2004519461774501) | > loss_disc_real_2: 0.26242202520370483 (0.21482943626893625) | > loss_disc_real_3: 0.21855483949184418 (0.22657056289667987) | > loss_disc_real_4: 0.22243660688400269 (0.22402035956885538) | > loss_disc_real_5: 0.23036576807498932 (0.21623790786177122) | > loss_0: 2.362536907196045 (2.327318962739437) | > grad_norm_0: tensor(25.0517, device='cuda:0') (tensor(25.4418, device='cuda:0')) | > loss_gen: 2.5546607971191406 (2.5514900911422007) | > loss_kl: 1.9040536880493164 (1.8661686287445276) | > loss_feat: 7.637395858764648 (7.379828336287518) | > loss_mel: 18.1710262298584 (18.494559683767314) | > loss_duration: 2.2190752029418945 (2.0908178800628296) | > loss_1: 32.486209869384766 (32.38286465365874) | > grad_norm_1: tensor(510.8058, device='cuda:0') (tensor(256.0269, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.4547 (0.38989346530161745) | > loader_time: 0.0077 (0.004650240852719263)  --> TIME: 2024-06-11 03:20:53 -- STEP: 319/330 -- GLOBAL_STEP: 181050 | > loss_disc: 2.3768720626831055 (2.333070388781987) | > loss_disc_real_0: 0.09236909449100494 (0.11903109912962001) | > loss_disc_real_1: 0.2219015508890152 (0.20070239350339827) | > loss_disc_real_2: 0.26166728138923645 (0.21498754891482275) | > loss_disc_real_3: 0.2120223343372345 (0.22665187001788878) | > loss_disc_real_4: 0.21168074011802673 (0.22452136294968822) | > loss_disc_real_5: 0.17911331355571747 (0.21649853161136184) | > loss_0: 2.3768720626831055 (2.333070388781987) | > grad_norm_0: tensor(8.1349, device='cuda:0') (tensor(26.8550, device='cuda:0')) | > loss_gen: 2.409250497817993 (2.544959712551678) | > loss_kl: 1.9093711376190186 (1.8679587216960225) | > loss_feat: 8.60319709777832 (7.380731564704154) | > loss_mel: 17.656444549560547 (18.456300400641272) | > loss_duration: 2.274921417236328 (2.1038832324425623) | > loss_1: 32.853187561035156 (32.35383368584805) | > grad_norm_1: tensor(165.3388, device='cuda:0') (tensor(266.2216, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.5633 (0.39982044883656276) | > loader_time: 0.0089 (0.004862791318504791)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2638134956359863 (2.2638134956359863) | > loss_disc_real_0: 0.09940636157989502 (0.09940636157989502) | > loss_disc_real_1: 0.1862603724002838 (0.1862603724002838) | > loss_disc_real_2: 0.23636136949062347 (0.23636136949062347) | > loss_disc_real_3: 0.2221555858850479 (0.2221555858850479) | > loss_disc_real_4: 0.23663084208965302 (0.23663084208965302) | > loss_disc_real_5: 0.15334607660770416 (0.15334607660770416) | > loss_0: 2.2638134956359863 (2.2638134956359863) | > loss_gen: 2.3859975337982178 (2.3859975337982178) | > loss_kl: 1.693616509437561 (1.693616509437561) | > loss_feat: 7.576355457305908 (7.576355457305908) | > loss_mel: 17.79632568359375 (17.79632568359375) | > loss_duration: 2.8411896228790283 (2.8411896228790283) | > loss_1: 32.29348373413086 (32.29348373413086)  --> STEP: 1 | > loss_disc: 2.177260398864746 (2.177260398864746) | > loss_disc_real_0: 0.11089403182268143 (0.11089403182268143) | > loss_disc_real_1: 0.15489152073860168 (0.15489152073860168) | > loss_disc_real_2: 0.1929095834493637 (0.1929095834493637) | > loss_disc_real_3: 0.22588761150836945 (0.22588761150836945) | > loss_disc_real_4: 0.23332349956035614 (0.23332349956035614) | > loss_disc_real_5: 0.19354526698589325 (0.19354526698589325) | > loss_0: 2.177260398864746 (2.177260398864746) | > loss_gen: 2.4269120693206787 (2.4269120693206787) | > loss_kl: 2.415874719619751 (2.415874719619751) | > loss_feat: 6.929469585418701 (6.929469585418701) | > loss_mel: 17.33822250366211 (17.33822250366211) | > loss_duration: 2.3599421977996826 (2.3599421977996826) | > loss_1: 31.470420837402344 (31.470420837402344)  --> STEP: 2 | > loss_disc: 2.2338414192199707 (2.2055509090423584) | > loss_disc_real_0: 0.11508727818727493 (0.11299065500497818) | > loss_disc_real_1: 0.17005318403244019 (0.16247235238552094) | > loss_disc_real_2: 0.2508843243122101 (0.2218969538807869) | > loss_disc_real_3: 0.28544700145721436 (0.2556673064827919) | > loss_disc_real_4: 0.2719959318637848 (0.25265971571207047) | > loss_disc_real_5: 0.29908519983291626 (0.24631523340940475) | > loss_0: 2.2338414192199707 (2.2055509090423584) | > loss_gen: 2.9256558418273926 (2.6762839555740356) | > loss_kl: 2.9569764137268066 (2.686425566673279) | > loss_feat: 6.704558372497559 (6.81701397895813) | > loss_mel: 18.650388717651367 (17.99430561065674) | > loss_duration: 2.528564453125 (2.4442533254623413) | > loss_1: 33.766143798828125 (32.618282318115234)  --> STEP: 3 | > loss_disc: 2.350436210632324 (2.253846009572347) | > loss_disc_real_0: 0.17977756261825562 (0.13525295754273733) | > loss_disc_real_1: 0.22295063734054565 (0.18263178070386252) | > loss_disc_real_2: 0.1978548914194107 (0.21388293306032816) | > loss_disc_real_3: 0.17980650067329407 (0.2303803712129593) | > loss_disc_real_4: 0.25127658247947693 (0.25219867130120593) | > loss_disc_real_5: 0.25086668133735657 (0.24783238271872202) | > loss_0: 2.350436210632324 (2.253846009572347) | > loss_gen: 2.4775195121765137 (2.610029141108195) | > loss_kl: 2.743452310562134 (2.705434481302897) | > loss_feat: 6.715090751647949 (6.783039569854736) | > loss_mel: 19.610370635986328 (18.53299395243327) | > loss_duration: 2.131849765777588 (2.3401188055674234) | > loss_1: 33.67828369140625 (32.97161610921224)  --> STEP: 4 | > loss_disc: 2.3276169300079346 (2.272288739681244) | > loss_disc_real_0: 0.13481803238391876 (0.13514422625303268) | > loss_disc_real_1: 0.17424224317073822 (0.18053439632058144) | > loss_disc_real_2: 0.24698714911937714 (0.2221589870750904) | > loss_disc_real_3: 0.2845262587070465 (0.2439168430864811) | > loss_disc_real_4: 0.2451678067445755 (0.25044095516204834) | > loss_disc_real_5: 0.19905242323875427 (0.2356373928487301) | > loss_0: 2.3276169300079346 (2.272288739681244) | > loss_gen: 2.435791492462158 (2.566469728946686) | > loss_kl: 2.846287488937378 (2.7406477332115173) | > loss_feat: 8.252111434936523 (7.150307536125183) | > loss_mel: 18.179536819458008 (18.444629669189453) | > loss_duration: 2.274052619934082 (2.323602259159088) | > loss_1: 33.98777770996094 (33.225656509399414)  --> STEP: 5 | > loss_disc: 2.0883371829986572 (2.2354984283447266) | > loss_disc_real_0: 0.1145244836807251 (0.13102027773857117) | > loss_disc_real_1: 0.27343130111694336 (0.19911377727985383) | > loss_disc_real_2: 0.18519200384616852 (0.21476559042930604) | > loss_disc_real_3: 0.2630428969860077 (0.24774205386638642) | > loss_disc_real_4: 0.1822209358215332 (0.23679695129394532) | > loss_disc_real_5: 0.21885505318641663 (0.2322809249162674) | > loss_0: 2.0883371829986572 (2.2354984283447266) | > loss_gen: 2.917365074157715 (2.6366487979888915) | > loss_kl: 2.120203733444214 (2.6165589332580566) | > loss_feat: 8.620238304138184 (7.444293689727783) | > loss_mel: 19.147768020629883 (18.58525733947754) | > loss_duration: 2.3155877590179443 (2.321999359130859) | > loss_1: 35.12116241455078 (33.604757690429686)  --> STEP: 6 | > loss_disc: 2.324310779571533 (2.250300486882528) | > loss_disc_real_0: 0.14842145144939423 (0.13392047335704169) | > loss_disc_real_1: 0.22837641835212708 (0.2039908841252327) | > loss_disc_real_2: 0.14933806657791138 (0.20386100312074026) | > loss_disc_real_3: 0.1872592270374298 (0.237661582728227) | > loss_disc_real_4: 0.2511737644672394 (0.23919308682282767) | > loss_disc_real_5: 0.15229712426662445 (0.21895029147466025) | > loss_0: 2.324310779571533 (2.250300486882528) | > loss_gen: 2.4675369262695312 (2.608463486035665) | > loss_kl: 2.185534715652466 (2.544721563657125) | > loss_feat: 6.967718124389648 (7.364864428838094) | > loss_mel: 19.378694534301758 (18.717496871948242) | > loss_duration: 2.1398963928222656 (2.2916488647460938) | > loss_1: 33.139381408691406 (33.52719497680664)  --> STEP: 7 | > loss_disc: 2.087672233581543 (2.2270678792681013) | > loss_disc_real_0: 0.07081884145736694 (0.124905954514231) | > loss_disc_real_1: 0.2512647211551666 (0.21074428941522325) | > loss_disc_real_2: 0.18530584871768951 (0.2012102667774473) | > loss_disc_real_3: 0.20318949222564697 (0.23273699837071554) | > loss_disc_real_4: 0.2319203019142151 (0.23815411755016871) | > loss_disc_real_5: 0.21019762754440308 (0.21769991091319493) | > loss_0: 2.087672233581543 (2.2270678792681013) | > loss_gen: 2.717764377593994 (2.6240778991154263) | > loss_kl: 3.434652090072632 (2.6718544960021973) | > loss_feat: 7.50855827331543 (7.3853921209062845) | > loss_mel: 21.32205581665039 (19.089576721191406) | > loss_duration: 2.4998793601989746 (2.3213960783822194) | > loss_1: 37.48291015625 (34.09229714529855)  --> STEP: 8 | > loss_disc: 2.1507105827331543 (2.217523217201233) | > loss_disc_real_0: 0.06699927151203156 (0.11766761913895607) | > loss_disc_real_1: 0.16840215027332306 (0.20545152202248573) | > loss_disc_real_2: 0.2202998399734497 (0.2035964634269476) | > loss_disc_real_3: 0.2362132966518402 (0.23317153565585613) | > loss_disc_real_4: 0.17919933795928955 (0.23078477010130882) | > loss_disc_real_5: 0.14819222688674927 (0.20901145040988922) | > loss_0: 2.1507105827331543 (2.217523217201233) | > loss_gen: 2.400797128677368 (2.596167802810669) | > loss_kl: 3.0599918365478516 (2.720371663570404) | > loss_feat: 8.519503593444824 (7.527156054973602) | > loss_mel: 19.61359214782715 (19.155078649520874) | > loss_duration: 2.1606698036193848 (2.3013052940368652) | > loss_1: 35.75455856323242 (34.30007982254028)  --> STEP: 9 | > loss_disc: 2.390397071838379 (2.236731423272027) | > loss_disc_real_0: 0.15801477432250977 (0.12215063638157314) | > loss_disc_real_1: 0.2011931985616684 (0.2049783749712838) | > loss_disc_real_2: 0.19014915823936462 (0.20210231840610504) | > loss_disc_real_3: 0.22274558246135712 (0.23201309641202292) | > loss_disc_real_4: 0.14557935297489166 (0.22131750153170693) | > loss_disc_real_5: 0.20724153518676758 (0.2088147931628757) | > loss_0: 2.390397071838379 (2.236731423272027) | > loss_gen: 2.305006980895996 (2.5638166003757052) | > loss_kl: 2.2608513832092285 (2.6693138546413846) | > loss_feat: 10.271350860595703 (7.832066588931614) | > loss_mel: 19.322813034057617 (19.17371580335829) | > loss_duration: 2.0888943672180176 (2.2777040799458823) | > loss_1: 36.24891662597656 (34.51661724514432)  --> STEP: 10 | > loss_disc: 2.2884390354156494 (2.2419021844863893) | > loss_disc_real_0: 0.19610950350761414 (0.12954652309417725) | > loss_disc_real_1: 0.20419543981552124 (0.20490008145570754) | > loss_disc_real_2: 0.20374324917793274 (0.2022664114832878) | > loss_disc_real_3: 0.1956024318933487 (0.2283720299601555) | > loss_disc_real_4: 0.22377562522888184 (0.22156331390142442) | > loss_disc_real_5: 0.16472837328910828 (0.20440615117549896) | > loss_0: 2.2884390354156494 (2.2419021844863893) | > loss_gen: 2.4794106483459473 (2.5553760051727297) | > loss_kl: 1.9326815605163574 (2.595650625228882) | > loss_feat: 5.998478889465332 (7.6487078189849855) | > loss_mel: 13.796321868896484 (18.63597640991211) | > loss_duration: 2.318202018737793 (2.2817538738250733) | > loss_1: 26.52509307861328 (33.71746482849121)  --> STEP: 11 | > loss_disc: 2.8158154487609863 (2.2940761176022617) | > loss_disc_real_0: 0.22085347771644592 (0.1378471553325653) | > loss_disc_real_1: 0.22890809178352356 (0.20708262784914536) | > loss_disc_real_2: 0.2992217242717743 (0.21108053082769568) | > loss_disc_real_3: 0.2492726445198059 (0.23027208582921463) | > loss_disc_real_4: 0.30534693598747253 (0.22918000681833786) | > loss_disc_real_5: 0.2938741445541382 (0.21253960511901163) | > loss_0: 2.8158154487609863 (2.2940761176022617) | > loss_gen: 2.3494069576263428 (2.536651546304876) | > loss_kl: 2.7446529865264893 (2.6091962944377554) | > loss_feat: 5.415585994720459 (7.445696744051847) | > loss_mel: 17.549333572387695 (18.53719069740989) | > loss_duration: 2.437269926071167 (2.295891696756536) | > loss_1: 30.496248245239258 (33.424626957286485)  --> STEP: 12 | > loss_disc: 2.4289608001708984 (2.3053165078163147) | > loss_disc_real_0: 0.09467875957489014 (0.13424978901942572) | > loss_disc_real_1: 0.26844313740730286 (0.2121960036456585) | > loss_disc_real_2: 0.23168598115444183 (0.21279765168825784) | > loss_disc_real_3: 0.20690597593784332 (0.22832491000493368) | > loss_disc_real_4: 0.2502189874649048 (0.23093325520555177) | > loss_disc_real_5: 0.25980135798454285 (0.21647808452447256) | > loss_0: 2.4289608001708984 (2.3053165078163147) | > loss_gen: 2.619243621826172 (2.543534219264984) | > loss_kl: 2.4870243072509766 (2.5990152955055237) | > loss_feat: 7.4445343017578125 (7.445599873860677) | > loss_mel: 18.457128524780273 (18.530518849690754) | > loss_duration: 2.2684473991394043 (2.2936046719551086) | > loss_1: 33.2763786315918 (33.41227293014526)  --> STEP: 13 | > loss_disc: 2.292675256729126 (2.304344103886531) | > loss_disc_real_0: 0.14498436450958252 (0.1350755255955916) | > loss_disc_real_1: 0.21998535096645355 (0.21279518420879656) | > loss_disc_real_2: 0.2131456881761551 (0.21282442372578841) | > loss_disc_real_3: 0.26537296175956726 (0.23117476013990548) | > loss_disc_real_4: 0.19855712354183197 (0.2284427835391118) | > loss_disc_real_5: 0.19912105798721313 (0.21514292863699105) | > loss_0: 2.292675256729126 (2.304344103886531) | > loss_gen: 2.645989418029785 (2.5514153884007382) | > loss_kl: 2.08611798286438 (2.5595616560715895) | > loss_feat: 7.755992889404297 (7.469476259671724) | > loss_mel: 18.896686553955078 (18.558685596172626) | > loss_duration: 2.1977267265319824 (2.286229445384099) | > loss_1: 33.58251190185547 (33.42536823566142)  --> STEP: 14 | > loss_disc: 2.407994031906128 (2.311747670173645) | > loss_disc_real_0: 0.09282928705215454 (0.13205793712820324) | > loss_disc_real_1: 0.2205457240343094 (0.2133487941963332) | > loss_disc_real_2: 0.24326810240745544 (0.21499897220305034) | > loss_disc_real_3: 0.2636438012123108 (0.233493977359363) | > loss_disc_real_4: 0.23074312508106232 (0.2286070936492511) | > loss_disc_real_5: 0.28309130668640137 (0.21999638421194895) | > loss_0: 2.407994031906128 (2.311747670173645) | > loss_gen: 2.4735560417175293 (2.5458540064947948) | > loss_kl: 2.8212509155273438 (2.578253746032715) | > loss_feat: 6.805720329284668 (7.422065121786935) | > loss_mel: 20.123437881469727 (18.67045361655099) | > loss_duration: 2.3743057250976562 (2.2925206082207814) | > loss_1: 34.598270416259766 (33.50914696284702)  --> STEP: 15 | > loss_disc: 2.4368834495544434 (2.3200900554656982) | > loss_disc_real_0: 0.1276068389415741 (0.13176119724909463) | > loss_disc_real_1: 0.21078971028327942 (0.21317818860212961) | > loss_disc_real_2: 0.1963660567998886 (0.21375677784283956) | > loss_disc_real_3: 0.2692376673221588 (0.2358768900235494) | > loss_disc_real_4: 0.20241212844848633 (0.2268607626358668) | > loss_disc_real_5: 0.23021280765533447 (0.22067747910817465) | > loss_0: 2.4368834495544434 (2.3200900554656982) | > loss_gen: 2.383425235748291 (2.535025421778361) | > loss_kl: 2.8731648921966553 (2.5979144891103108) | > loss_feat: 6.606385231018066 (7.367686462402344) | > loss_mel: 19.193376541137695 (18.705315144856772) | > loss_duration: 2.3301846981048584 (2.2950315475463867) | > loss_1: 33.38653564453125 (33.5009728749593)  --> STEP: 16 | > loss_disc: 2.1407017707824707 (2.3088782876729965) | > loss_disc_real_0: 0.0900031328201294 (0.12915131822228432) | > loss_disc_real_1: 0.14986960589885712 (0.2092214021831751) | > loss_disc_real_2: 0.14801518619060516 (0.2096479283645749) | > loss_disc_real_3: 0.25538259744644165 (0.23709599673748016) | > loss_disc_real_4: 0.24122020602226257 (0.22775822784751654) | > loss_disc_real_5: 0.21056199073791504 (0.22004526108503342) | > loss_0: 2.1407017707824707 (2.3088782876729965) | > loss_gen: 2.442051887512207 (2.5292145758867264) | > loss_kl: 2.500600814819336 (2.591832384467125) | > loss_feat: 7.316094398498535 (7.364461958408356) | > loss_mel: 17.944643020629883 (18.65777313709259) | > loss_duration: 2.337521553039551 (2.2976871728897095) | > loss_1: 32.54090881347656 (33.44096887111663)  --> STEP: 17 | > loss_disc: 2.0510735511779785 (2.2937133031732895) | > loss_disc_real_0: 0.08945523947477341 (0.12681625476654837) | > loss_disc_real_1: 0.19683822989463806 (0.20849298028384938) | > loss_disc_real_2: 0.23447011411190033 (0.211108056937947) | > loss_disc_real_3: 0.18696211278438568 (0.2341469447402393) | > loss_disc_real_4: 0.2588042914867401 (0.2295844668851179) | > loss_disc_real_5: 0.2318328320980072 (0.22073864761520834) | > loss_0: 2.0510735511779785 (2.2937133031732895) | > loss_gen: 2.90903639793396 (2.551557036007152) | > loss_kl: 1.708032250404358 (2.539844141286962) | > loss_feat: 8.016633033752441 (7.402824962840361) | > loss_mel: 18.06087875366211 (18.62266170277315) | > loss_duration: 2.3390610218048096 (2.3001209287082447) | > loss_1: 33.03364181518555 (33.417008456061865)  --> STEP: 18 | > loss_disc: 2.210082769393921 (2.289067162407769) | > loss_disc_real_0: 0.15989528596401215 (0.12865397872196305) | > loss_disc_real_1: 0.18670958280563354 (0.2072827915350596) | > loss_disc_real_2: 0.20764753222465515 (0.21091580556498635) | > loss_disc_real_3: 0.24804307520389557 (0.23491895198822021) | > loss_disc_real_4: 0.2300621122121811 (0.22961100273662144) | > loss_disc_real_5: 0.22078849375247955 (0.22074141684505674) | > loss_0: 2.210082769393921 (2.289067162407769) | > loss_gen: 2.8085217475891113 (2.5658328533172607) | > loss_kl: 2.8840677738189697 (2.5589676764276295) | > loss_feat: 9.473285675048828 (7.517850557963054) | > loss_mel: 19.97653579711914 (18.697876930236816) | > loss_duration: 2.2716851234436035 (2.298541161749098) | > loss_1: 37.41409683227539 (33.639068921407066)  --> STEP: 19 | > loss_disc: 2.5843632221221924 (2.3046090602874756) | > loss_disc_real_0: 0.22046858072280884 (0.13348632619569176) | > loss_disc_real_1: 0.22522175312042236 (0.20822694740797343) | > loss_disc_real_2: 0.23656804859638214 (0.21226592361927032) | > loss_disc_real_3: 0.2851998209953308 (0.23756531351491025) | > loss_disc_real_4: 0.25211191177368164 (0.23079526110699303) | > loss_disc_real_5: 0.31732308864593506 (0.2258246627293135) | > loss_0: 2.5843632221221924 (2.3046090602874756) | > loss_gen: 2.622343063354492 (2.5688070748981677) | > loss_kl: 2.0575740337371826 (2.5325785373386585) | > loss_feat: 7.889984130859375 (7.537436535483913) | > loss_mel: 19.020835876464844 (18.714874769511976) | > loss_duration: 2.312312126159668 (2.2992659493496546) | > loss_1: 33.90304946899414 (33.65296263443796)  --> STEP: 20 | > loss_disc: 2.3374643325805664 (2.30625182390213) | > loss_disc_real_0: 0.16119104623794556 (0.13487156219780444) | > loss_disc_real_1: 0.2765669524669647 (0.211643947660923) | > loss_disc_real_2: 0.28859743475914 (0.21608249917626382) | > loss_disc_real_3: 0.24803206324577332 (0.2380886510014534) | > loss_disc_real_4: 0.2573646903038025 (0.2321237325668335) | > loss_disc_real_5: 0.21343894302845 (0.22520537674427032) | > loss_0: 2.3374643325805664 (2.30625182390213) | > loss_gen: 2.728301763534546 (2.5767818093299866) | > loss_kl: 2.202688455581665 (2.5160840332508085) | > loss_feat: 5.95514440536499 (7.458321928977966) | > loss_mel: 19.729938507080078 (18.765627956390382) | > loss_duration: 2.296018123626709 (2.2991035580635075) | > loss_1: 32.91209030151367 (33.61591901779175)  --> STEP: 21 | > loss_disc: 2.249495029449463 (2.303549119404384) | > loss_disc_real_0: 0.11649338155984879 (0.13399641073885418) | > loss_disc_real_1: 0.23856320977210999 (0.21292581728526525) | > loss_disc_real_2: 0.17919990420341492 (0.21432618512993767) | > loss_disc_real_3: 0.2589981257915497 (0.23908434027717226) | > loss_disc_real_4: 0.24870102107524872 (0.2329131272577104) | > loss_disc_real_5: 0.30138298869132996 (0.22883288207508268) | > loss_0: 2.249495029449463 (2.303549119404384) | > loss_gen: 2.7526800632476807 (2.5851579166594005) | > loss_kl: 2.508132219314575 (2.5157053754443215) | > loss_feat: 7.899867534637451 (7.479347910199847) | > loss_mel: 19.629810333251953 (18.806779498145694) | > loss_duration: 2.1639671325683594 (2.2926684901827863) | > loss_1: 34.95446014404297 (33.67965907142276)  --> STEP: 22 | > loss_disc: 2.414483070373535 (2.3085915717211636) | > loss_disc_real_0: 0.16300596296787262 (0.1353150267492641) | > loss_disc_real_1: 0.22114969789981842 (0.2132996300404722) | > loss_disc_real_2: 0.2382725477218628 (0.21541465615684335) | > loss_disc_real_3: 0.25767782330513 (0.2399294985966249) | > loss_disc_real_4: 0.2627027928829193 (0.23426720296794717) | > loss_disc_real_5: 0.3063526451587677 (0.23235650766979565) | > loss_0: 2.414483070373535 (2.3085915717211636) | > loss_gen: 2.775329113006592 (2.593802061947909) | > loss_kl: 1.9803191423416138 (2.4913696375760166) | > loss_feat: 6.107716083526611 (7.417001008987427) | > loss_mel: 19.326038360595703 (18.8303821737116) | > loss_duration: 2.182931900024414 (2.2876804633574057) | > loss_1: 32.372337341308594 (33.620235356417574)  --> STEP: 23 | > loss_disc: 2.7109386920928955 (2.326084924780804) | > loss_disc_real_0: 0.20484128594398499 (0.1383379075838172) | > loss_disc_real_1: 0.20460036396980286 (0.2129214010808779) | > loss_disc_real_2: 0.21403571963310242 (0.2153547023949416) | > loss_disc_real_3: 0.25696441531181335 (0.24067014714945917) | > loss_disc_real_4: 0.2521699070930481 (0.23504558140816895) | > loss_disc_real_5: 0.29737186431884766 (0.23518326230671094) | > loss_0: 2.7109386920928955 (2.326084924780804) | > loss_gen: 2.282210111618042 (2.580254585846611) | > loss_kl: 2.469919204711914 (2.490437010060186) | > loss_feat: 6.954878807067871 (7.39690873933875) | > loss_mel: 19.5395565032959 (18.861215840215266) | > loss_duration: 2.2358224391937256 (2.285425766654637) | > loss_1: 33.48238754272461 (33.61424197321353)  --> STEP: 24 | > loss_disc: 2.4097652435302734 (2.3295716047286987) | > loss_disc_real_0: 0.1250331699848175 (0.13778354351719221) | > loss_disc_real_1: 0.24968945980072021 (0.21445340352753797) | > loss_disc_real_2: 0.29564225673675537 (0.21870001715918383) | > loss_disc_real_3: 0.258138507604599 (0.24139799550175667) | > loss_disc_real_4: 0.2956770062446594 (0.23757189077635607) | > loss_disc_real_5: 0.32435399293899536 (0.23889870941638947) | > loss_0: 2.4097652435302734 (2.3295716047286987) | > loss_gen: 2.9891858100891113 (2.5972933868567147) | > loss_kl: 2.1758933067321777 (2.477331022421519) | > loss_feat: 6.564435958862305 (7.362222373485565) | > loss_mel: 18.637554168701172 (18.85189660390218) | > loss_duration: 2.3855576515197754 (2.289597928524018) | > loss_1: 32.752628326416016 (33.57834140459697)  --> STEP: 25 | > loss_disc: 2.4285755157470703 (2.3335317611694335) | > loss_disc_real_0: 0.11088764667510986 (0.13670770764350892) | > loss_disc_real_1: 0.23752650618553162 (0.21537632763385772) | > loss_disc_real_2: 0.30187007784843445 (0.22202681958675385) | > loss_disc_real_3: 0.2588491141796112 (0.24209604024887085) | > loss_disc_real_4: 0.183724507689476 (0.23541799545288086) | > loss_disc_real_5: 0.2180156707763672 (0.23806338787078857) | > loss_0: 2.4285755157470703 (2.3335317611694335) | > loss_gen: 2.4177050590515137 (2.5901098537445066) | > loss_kl: 2.7133007049560547 (2.4867698097229005) | > loss_feat: 5.754726409912109 (7.297922534942627) | > loss_mel: 16.667909622192383 (18.76453712463379) | > loss_duration: 2.3513355255126953 (2.292067432403565) | > loss_1: 29.904977798461914 (33.431406860351565)  --> STEP: 26 | > loss_disc: 2.449497699737549 (2.3379919895758996) | > loss_disc_real_0: 0.1655224710702896 (0.1378159677753082) | > loss_disc_real_1: 0.1095493733882904 (0.21130606016287437) | > loss_disc_real_2: 0.18434813618659973 (0.2205776394559787) | > loss_disc_real_3: 0.2076321244239807 (0.2407705050248366) | > loss_disc_real_4: 0.15755672752857208 (0.2324233313019459) | > loss_disc_real_5: 0.16646145284175873 (0.23530946729274896) | > loss_0: 2.449497699737549 (2.3379919895758996) | > loss_gen: 2.268944025039673 (2.577757321871244) | > loss_kl: 2.414367914199829 (2.4839851214335513) | > loss_feat: 14.417691230773926 (7.5717597924746) | > loss_mel: 19.787946701049805 (18.80389903141902) | > loss_duration: 2.298387050628662 (2.2923104946429915) | > loss_1: 41.18733596801758 (33.72971182603103) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025312166947584888 (+0.00012911283052884602) | > avg_loss_disc: 2.3379919895758996 (-0.09161977584545422) | > avg_loss_disc_real_0: 0.1378159677753082 (+0.00029359012842178345) | > avg_loss_disc_real_1: 0.21130606016287437 (-0.0676488377726994) | > avg_loss_disc_real_2: 0.2205776394559787 (-0.03743142663286281) | > avg_loss_disc_real_3: 0.2407705050248366 (-0.013085626638852599) | > avg_loss_disc_real_4: 0.2324233313019459 (-0.022205648800501382) | > avg_loss_disc_real_5: 0.23530946729274896 (+0.007360443186301441) | > avg_loss_0: 2.3379919895758996 (-0.09161977584545422) | > avg_loss_gen: 2.577757321871244 (+0.018116698815272336) | > avg_loss_kl: 2.4839851214335513 (+0.07248986684359027) | > avg_loss_feat: 7.5717597924746 (+0.8866076469421387) | > avg_loss_mel: 18.80389903141902 (-0.011957498697128699) | > avg_loss_duration: 2.2923104946429915 (+0.026326032785269238) | > avg_loss_1: 33.72971182603103 (+0.9915829438429711)  > EPOCH: 282/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:21:18)   --> TIME: 2024-06-11 03:21:25 -- STEP: 14/330 -- GLOBAL_STEP: 181075 | > loss_disc: 2.3371825218200684 (2.3386561700275967) | > loss_disc_real_0: 0.15990987420082092 (0.11270259906138692) | > loss_disc_real_1: 0.21096034348011017 (0.20028053330523626) | > loss_disc_real_2: 0.20767223834991455 (0.2139312124678067) | > loss_disc_real_3: 0.22903811931610107 (0.23015296991382325) | > loss_disc_real_4: 0.23003683984279633 (0.23038558129753386) | > loss_disc_real_5: 0.21931809186935425 (0.21926873283726828) | > loss_0: 2.3371825218200684 (2.3386561700275967) | > grad_norm_0: tensor(7.8191, device='cuda:0') (tensor(7.0799, device='cuda:0')) | > loss_gen: 2.4770328998565674 (2.4678612436567033) | > loss_kl: 1.8309491872787476 (1.8192663618496485) | > loss_feat: 6.2432403564453125 (6.841904674257551) | > loss_mel: 17.09182357788086 (18.63677270071847) | > loss_duration: 2.086791753768921 (2.164127162524632) | > loss_1: 29.72983741760254 (31.929932049342565) | > grad_norm_1: tensor(88.1102, device='cuda:0') (tensor(110.9893, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.3553 (0.35994667666299) | > loader_time: 0.0033 (0.0032358510153634207)  --> TIME: 2024-06-11 03:21:34 -- STEP: 39/330 -- GLOBAL_STEP: 181100 | > loss_disc: 2.5033533573150635 (2.3166231069809347) | > loss_disc_real_0: 0.1660744845867157 (0.10978813354785626) | > loss_disc_real_1: 0.18884824216365814 (0.19767995866445395) | > loss_disc_real_2: 0.23137065768241882 (0.21239135471674112) | > loss_disc_real_3: 0.2238687127828598 (0.22763634186524612) | > loss_disc_real_4: 0.21717984974384308 (0.22677510632918432) | > loss_disc_real_5: 0.21020741760730743 (0.21599629330329406) | > loss_0: 2.5033533573150635 (2.3166231069809347) | > grad_norm_0: tensor(6.2513, device='cuda:0') (tensor(8.7216, device='cuda:0')) | > loss_gen: 2.395660877227783 (2.517995394193209) | > loss_kl: 1.9155278205871582 (1.8278919764054127) | > loss_feat: 7.605546951293945 (7.1021210963909445) | > loss_mel: 18.84126091003418 (18.719389695387626) | > loss_duration: 2.05855131149292 (2.0888069990353713) | > loss_1: 32.81654739379883 (32.25620519197903) | > grad_norm_1: tensor(186.0155, device='cuda:0') (tensor(113.8768, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.381 (0.36338034654274964) | > loader_time: 0.004 (0.0034625897040733923)  --> TIME: 2024-06-11 03:21:44 -- STEP: 64/330 -- GLOBAL_STEP: 181125 | > loss_disc: 2.3333520889282227 (2.3263289257884026) | > loss_disc_real_0: 0.11181527376174927 (0.11139598593581468) | > loss_disc_real_1: 0.20025141537189484 (0.19862327072769403) | > loss_disc_real_2: 0.23639817535877228 (0.21288754744455218) | > loss_disc_real_3: 0.2117764800786972 (0.22922268346883357) | > loss_disc_real_4: 0.22065433859825134 (0.22630054131150246) | > loss_disc_real_5: 0.17880135774612427 (0.21765547478571534) | > loss_0: 2.3333520889282227 (2.3263289257884026) | > grad_norm_0: tensor(7.9140, device='cuda:0') (tensor(9.8473, device='cuda:0')) | > loss_gen: 2.5092129707336426 (2.5226540714502335) | > loss_kl: 1.993496060371399 (1.8335295617580414) | > loss_feat: 7.96388578414917 (7.161020837724209) | > loss_mel: 19.41461944580078 (18.754730850458145) | > loss_duration: 2.040837287902832 (2.0624640695750736) | > loss_1: 33.92205047607422 (32.33439934253692) | > grad_norm_1: tensor(330.1814, device='cuda:0') (tensor(122.8992, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.3476 (0.37173086404800415) | > loader_time: 0.0046 (0.0036199241876602173)  --> TIME: 2024-06-11 03:21:53 -- STEP: 89/330 -- GLOBAL_STEP: 181150 | > loss_disc: 2.368985891342163 (2.32987855793385) | > loss_disc_real_0: 0.12270775437355042 (0.11229357265689399) | > loss_disc_real_1: 0.21096627414226532 (0.19903375760892808) | > loss_disc_real_2: 0.23198823630809784 (0.21416374438264396) | > loss_disc_real_3: 0.2305922657251358 (0.23015600108028797) | > loss_disc_real_4: 0.22273433208465576 (0.22670887661783884) | > loss_disc_real_5: 0.2119516134262085 (0.21746379957440193) | > loss_0: 2.368985891342163 (2.32987855793385) | > grad_norm_0: tensor(14.7450, device='cuda:0') (tensor(10.9916, device='cuda:0')) | > loss_gen: 2.398162364959717 (2.519566844018657) | > loss_kl: 1.6324989795684814 (1.826354041528166) | > loss_feat: 6.405207633972168 (7.183281250214309) | > loss_mel: 17.990215301513672 (18.72840114122026) | > loss_duration: 2.0628771781921387 (2.0503519867243414) | > loss_1: 30.488962173461914 (32.30795525968743) | > grad_norm_1: tensor(83.5606, device='cuda:0') (tensor(136.6973, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.3563 (0.36903355362709994) | > loader_time: 0.0038 (0.0036447021398651465)  --> TIME: 2024-06-11 03:22:02 -- STEP: 114/330 -- GLOBAL_STEP: 181175 | > loss_disc: 2.3626017570495605 (2.3357637744200854) | > loss_disc_real_0: 0.10804802179336548 (0.11431587859988213) | > loss_disc_real_1: 0.16937409341335297 (0.2002976358982555) | > loss_disc_real_2: 0.23683077096939087 (0.2152879516545095) | > loss_disc_real_3: 0.23071672022342682 (0.22884505176753328) | > loss_disc_real_4: 0.20752651989459991 (0.2251752344401259) | > loss_disc_real_5: 0.21188336610794067 (0.21613035560177082) | > loss_0: 2.3626017570495605 (2.3357637744200854) | > grad_norm_0: tensor(9.9753, device='cuda:0') (tensor(11.3854, device='cuda:0')) | > loss_gen: 2.6113929748535156 (2.513466266163609) | > loss_kl: 1.7967565059661865 (1.8202156414065445) | > loss_feat: 7.071839809417725 (7.172777393407989) | > loss_mel: 18.4705810546875 (18.688645413047393) | > loss_duration: 2.035632371902466 (2.0485219307113125) | > loss_1: 31.986202239990234 (32.24362662800571) | > grad_norm_1: tensor(82.9855, device='cuda:0') (tensor(143.0113, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.3659 (0.36809590406585163) | > loader_time: 0.0037 (0.003710993549279999)  --> TIME: 2024-06-11 03:22:12 -- STEP: 139/330 -- GLOBAL_STEP: 181200 | > loss_disc: 2.404256582260132 (2.3361081751130466) | > loss_disc_real_0: 0.12801112234592438 (0.1147891821192323) | > loss_disc_real_1: 0.22052088379859924 (0.20157892369537908) | > loss_disc_real_2: 0.173146054148674 (0.21505543225103144) | > loss_disc_real_3: 0.2630939483642578 (0.22872477555446488) | > loss_disc_real_4: 0.2687751054763794 (0.22517281631342806) | > loss_disc_real_5: 0.23301422595977783 (0.21544066328796552) | > loss_0: 2.404256582260132 (2.3361081751130466) | > grad_norm_0: tensor(6.6210, device='cuda:0') (tensor(11.8997, device='cuda:0')) | > loss_gen: 2.608353614807129 (2.512262378665184) | > loss_kl: 1.919547438621521 (1.8164595974435052) | > loss_feat: 7.084689140319824 (7.1593490161484095) | > loss_mel: 17.953454971313477 (18.689396412252528) | > loss_duration: 2.0973477363586426 (2.050899524482893) | > loss_1: 31.66339111328125 (32.22836686552857) | > grad_norm_1: tensor(225.4691, device='cuda:0') (tensor(151.8830, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.3875 (0.36821699828552684) | > loader_time: 0.0041 (0.003785594761800423)  --> TIME: 2024-06-11 03:22:22 -- STEP: 164/330 -- GLOBAL_STEP: 181225 | > loss_disc: 2.372986316680908 (2.3289431856899716) | > loss_disc_real_0: 0.10225221514701843 (0.11435557120456928) | > loss_disc_real_1: 0.21001380681991577 (0.20084826430169553) | > loss_disc_real_2: 0.24099253118038177 (0.21451706193932674) | > loss_disc_real_3: 0.24202947318553925 (0.2285618006092746) | > loss_disc_real_4: 0.2429378777742386 (0.22505697635252309) | > loss_disc_real_5: 0.24271100759506226 (0.21519508757969227) | > loss_0: 2.372986316680908 (2.3289431856899716) | > grad_norm_0: tensor(29.6736, device='cuda:0') (tensor(13.5454, device='cuda:0')) | > loss_gen: 2.455892562866211 (2.5251570983630858) | > loss_kl: 1.9630398750305176 (1.8274956629043673) | > loss_feat: 6.883268356323242 (7.211554262696243) | > loss_mel: 18.245595932006836 (18.67993490870407) | > loss_duration: 2.100015878677368 (2.0524384757367584) | > loss_1: 31.647811889648438 (32.296580396047446) | > grad_norm_1: tensor(347.5099, device='cuda:0') (tensor(171.4236, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.4164 (0.37170462346658467) | > loader_time: 0.0049 (0.0039033453638960677)  --> TIME: 2024-06-11 03:22:32 -- STEP: 189/330 -- GLOBAL_STEP: 181250 | > loss_disc: 2.255521297454834 (2.323980834749009) | > loss_disc_real_0: 0.08498335629701614 (0.11337036844441499) | > loss_disc_real_1: 0.211924210190773 (0.20153993431222506) | > loss_disc_real_2: 0.17302626371383667 (0.2143508403231858) | > loss_disc_real_3: 0.22881260514259338 (0.22727829895953022) | > loss_disc_real_4: 0.22459226846694946 (0.22377364597623317) | > loss_disc_real_5: 0.2177189737558365 (0.21460780785197303) | > loss_0: 2.255521297454834 (2.323980834749009) | > grad_norm_0: tensor(30.8124, device='cuda:0') (tensor(14.9562, device='cuda:0')) | > loss_gen: 2.7505064010620117 (2.533310029872512) | > loss_kl: 1.8116731643676758 (1.8304360348080833) | > loss_feat: 7.6354451179504395 (7.256503231310971) | > loss_mel: 18.62320327758789 (18.657140509792107) | > loss_duration: 2.1260318756103516 (2.0585416460794113) | > loss_1: 32.946861267089844 (32.335931394466016) | > grad_norm_1: tensor(384.2234, device='cuda:0') (tensor(188.9625, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.407 (0.3758155996837313) | > loader_time: 0.0065 (0.00405223912032193)  --> TIME: 2024-06-11 03:22:42 -- STEP: 214/330 -- GLOBAL_STEP: 181275 | > loss_disc: 2.2845911979675293 (2.3292545202736523) | > loss_disc_real_0: 0.08662034571170807 (0.11449571434303979) | > loss_disc_real_1: 0.20999617874622345 (0.20218875767471636) | > loss_disc_real_2: 0.23141969740390778 (0.21496769792844203) | > loss_disc_real_3: 0.2392663210630417 (0.22774881939186115) | > loss_disc_real_4: 0.21099001169204712 (0.22357894055475705) | > loss_disc_real_5: 0.2623233497142792 (0.21458921372611947) | > loss_0: 2.2845911979675293 (2.3292545202736523) | > grad_norm_0: tensor(9.9634, device='cuda:0') (tensor(16.3548, device='cuda:0')) | > loss_gen: 2.7516205310821533 (2.5321966376260074) | > loss_kl: 1.8468661308288574 (1.8357806372865337) | > loss_feat: 6.693514347076416 (7.258850443028958) | > loss_mel: 17.85602378845215 (18.643838525932527) | > loss_duration: 2.1741819381713867 (2.065040985000468) | > loss_1: 31.322208404541016 (32.335707147544795) | > grad_norm_1: tensor(182.7682, device='cuda:0') (tensor(203.2182, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.3932 (0.37913757506932055) | > loader_time: 0.005 (0.004168674210521664)  --> TIME: 2024-06-11 03:22:53 -- STEP: 239/330 -- GLOBAL_STEP: 181300 | > loss_disc: 2.1700944900512695 (2.325702107601084) | > loss_disc_real_0: 0.10872795432806015 (0.1139158234000206) | > loss_disc_real_1: 0.19852882623672485 (0.20175667905159078) | > loss_disc_real_2: 0.23510724306106567 (0.21518034578367257) | > loss_disc_real_3: 0.23418007791042328 (0.22722584271031943) | > loss_disc_real_4: 0.19257225096225739 (0.2230237594583544) | > loss_disc_real_5: 0.20178531110286713 (0.21427537182883738) | > loss_0: 2.1700944900512695 (2.325702107601084) | > grad_norm_0: tensor(16.4335, device='cuda:0') (tensor(17.7909, device='cuda:0')) | > loss_gen: 2.8535311222076416 (2.5445419155902953) | > loss_kl: 1.706312656402588 (1.8335395063815256) | > loss_feat: 7.6707963943481445 (7.283165277297527) | > loss_mel: 18.94856071472168 (18.613888928082197) | > loss_duration: 2.1060738563537598 (2.072697166618444) | > loss_1: 33.285274505615234 (32.3478327076804) | > grad_norm_1: tensor(188.0689, device='cuda:0') (tensor(217.5578, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.4052 (0.3823139467997531) | > loader_time: 0.0053 (0.004283372328371186)  --> TIME: 2024-06-11 03:23:04 -- STEP: 264/330 -- GLOBAL_STEP: 181325 | > loss_disc: 2.367710828781128 (2.32878054813905) | > loss_disc_real_0: 0.22115491330623627 (0.11393890737301925) | > loss_disc_real_1: 0.19214512407779694 (0.20282829078761017) | > loss_disc_real_2: 0.21272724866867065 (0.21518669994265743) | > loss_disc_real_3: 0.25191184878349304 (0.2273461197248914) | > loss_disc_real_4: 0.21714900434017181 (0.22345377465314942) | > loss_disc_real_5: 0.22116656601428986 (0.21473304475798752) | > loss_0: 2.367710828781128 (2.32878054813905) | > grad_norm_0: tensor(74.1051, device='cuda:0') (tensor(19.3327, device='cuda:0')) | > loss_gen: 2.594428062438965 (2.5497789897701963) | > loss_kl: 1.8411192893981934 (1.8346356975309777) | > loss_feat: 7.619556903839111 (7.298960788683458) | > loss_mel: 18.297657012939453 (18.567748192584876) | > loss_duration: 2.204850435256958 (2.0796250276493318) | > loss_1: 32.55760955810547 (32.33074860861807) | > grad_norm_1: tensor(558.9787, device='cuda:0') (tensor(231.1336, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.4281 (0.38633780949043506) | > loader_time: 0.0057 (0.00441604130195849)  --> TIME: 2024-06-11 03:23:15 -- STEP: 289/330 -- GLOBAL_STEP: 181350 | > loss_disc: 2.3851726055145264 (2.329953630902774) | > loss_disc_real_0: 0.15008845925331116 (0.11462746430381772) | > loss_disc_real_1: 0.23876188695430756 (0.20331814307655022) | > loss_disc_real_2: 0.2321627140045166 (0.21486393529857323) | > loss_disc_real_3: 0.2048884928226471 (0.22694233101132008) | > loss_disc_real_4: 0.1981857419013977 (0.22335083153627322) | > loss_disc_real_5: 0.1842631995677948 (0.2145721376664086) | > loss_0: 2.3851726055145264 (2.329953630902774) | > grad_norm_0: tensor(11.8543, device='cuda:0') (tensor(20.2883, device='cuda:0')) | > loss_gen: 2.4340462684631348 (2.5471744289860196) | > loss_kl: 1.9504841566085815 (1.83732930392955) | > loss_feat: 7.018448829650879 (7.307396636289709) | > loss_mel: 18.6075496673584 (18.523951144366933) | > loss_duration: 2.2193074226379395 (2.0881315465616934) | > loss_1: 32.229835510253906 (32.30398299537317) | > grad_norm_1: tensor(365.4280, device='cuda:0') (tensor(240.7008, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.465 (0.39120203070987053) | > loader_time: 0.0062 (0.004565578018505269)  --> TIME: 2024-06-11 03:23:28 -- STEP: 314/330 -- GLOBAL_STEP: 181375 | > loss_disc: 2.337113380432129 (2.3326359265928795) | > loss_disc_real_0: 0.09625180065631866 (0.11524313231514897) | > loss_disc_real_1: 0.19792687892913818 (0.2030989128123423) | > loss_disc_real_2: 0.22419670224189758 (0.21545707097478733) | > loss_disc_real_3: 0.1879238337278366 (0.22734169567086895) | > loss_disc_real_4: 0.22469337284564972 (0.2240406423332585) | > loss_disc_real_5: 0.20681248605251312 (0.2152581654346673) | > loss_0: 2.337113380432129 (2.3326359265928795) | > grad_norm_0: tensor(20.0972, device='cuda:0') (tensor(20.9609, device='cuda:0')) | > loss_gen: 2.3781445026397705 (2.5452934306138646) | > loss_kl: 1.8679709434509277 (1.843154771692434) | > loss_feat: 7.215265274047852 (7.321970667808679) | > loss_mel: 17.210041046142578 (18.48878655160308) | > loss_duration: 2.269589424133301 (2.099972050660735) | > loss_1: 30.94101333618164 (32.299177400625446) | > grad_norm_1: tensor(372.6194, device='cuda:0') (tensor(249.5083, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.5228 (0.3994555002564837) | > loader_time: 0.0079 (0.0047712652546585)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5841777324676514 (2.5841777324676514) | > loss_disc_real_0: 0.12128880620002747 (0.12128880620002747) | > loss_disc_real_1: 0.24131081998348236 (0.24131081998348236) | > loss_disc_real_2: 0.2929835021495819 (0.2929835021495819) | > loss_disc_real_3: 0.27472957968711853 (0.27472957968711853) | > loss_disc_real_4: 0.2986118197441101 (0.2986118197441101) | > loss_disc_real_5: 0.2539548873901367 (0.2539548873901367) | > loss_0: 2.5841777324676514 (2.5841777324676514) | > loss_gen: 2.306687593460083 (2.306687593460083) | > loss_kl: 1.9726934432983398 (1.9726934432983398) | > loss_feat: 4.694433689117432 (4.694433689117432) | > loss_mel: 16.512073516845703 (16.512073516845703) | > loss_duration: 2.912485361099243 (2.912485361099243) | > loss_1: 28.398374557495117 (28.398374557495117)  --> STEP: 1 | > loss_disc: 2.4831674098968506 (2.4831674098968506) | > loss_disc_real_0: 0.05924655869603157 (0.05924655869603157) | > loss_disc_real_1: 0.1860579252243042 (0.1860579252243042) | > loss_disc_real_2: 0.26512154936790466 (0.26512154936790466) | > loss_disc_real_3: 0.34628021717071533 (0.34628021717071533) | > loss_disc_real_4: 0.27228519320487976 (0.27228519320487976) | > loss_disc_real_5: 0.2895699739456177 (0.2895699739456177) | > loss_0: 2.4831674098968506 (2.4831674098968506) | > loss_gen: 2.2574827671051025 (2.2574827671051025) | > loss_kl: 2.2085442543029785 (2.2085442543029785) | > loss_feat: 5.456106662750244 (5.456106662750244) | > loss_mel: 18.64872169494629 (18.64872169494629) | > loss_duration: 2.3903729915618896 (2.3903729915618896) | > loss_1: 30.96122932434082 (30.96122932434082)  --> STEP: 2 | > loss_disc: 2.340167999267578 (2.4116677045822144) | > loss_disc_real_0: 0.1230747252702713 (0.09116064198315144) | > loss_disc_real_1: 0.14539727568626404 (0.16572760045528412) | > loss_disc_real_2: 0.2403663694858551 (0.2527439594268799) | > loss_disc_real_3: 0.28803595900535583 (0.3171580880880356) | > loss_disc_real_4: 0.25932052731513977 (0.26580286026000977) | > loss_disc_real_5: 0.2707991898059845 (0.2801845818758011) | > loss_0: 2.340167999267578 (2.4116677045822144) | > loss_gen: 2.5510330200195312 (2.404257893562317) | > loss_kl: 2.390187978744507 (2.2993661165237427) | > loss_feat: 6.509849548339844 (5.982978105545044) | > loss_mel: 18.97130012512207 (18.81001091003418) | > loss_duration: 2.43911075592041 (2.41474187374115) | > loss_1: 32.861480712890625 (31.911355018615723)  --> STEP: 3 | > loss_disc: 2.333787202835083 (2.3857075373331704) | > loss_disc_real_0: 0.1356305480003357 (0.10598394398887952) | > loss_disc_real_1: 0.18105503916740417 (0.17083674669265747) | > loss_disc_real_2: 0.17205534875392914 (0.22584775586922964) | > loss_disc_real_3: 0.27651354670524597 (0.3036099076271057) | > loss_disc_real_4: 0.2297639101743698 (0.25378987689812976) | > loss_disc_real_5: 0.23243175446987152 (0.2642669727404912) | > loss_0: 2.333787202835083 (2.3857075373331704) | > loss_gen: 2.294296979904175 (2.3676042556762695) | > loss_kl: 2.6122281551361084 (2.4036534627278647) | > loss_feat: 5.60433292388916 (5.856763044993083) | > loss_mel: 21.173254013061523 (19.597758611043293) | > loss_duration: 2.2519822120666504 (2.3604886531829834) | > loss_1: 33.93609619140625 (32.586268742879234)  --> STEP: 4 | > loss_disc: 2.185178518295288 (2.3355752825737) | > loss_disc_real_0: 0.06527698040008545 (0.095807203091681) | > loss_disc_real_1: 0.19204005599021912 (0.17613757401704788) | > loss_disc_real_2: 0.18371321260929108 (0.215314120054245) | > loss_disc_real_3: 0.27422621846199036 (0.2962639853358269) | > loss_disc_real_4: 0.19330677390098572 (0.23866910114884377) | > loss_disc_real_5: 0.2533264458179474 (0.26153184100985527) | > loss_0: 2.185178518295288 (2.3355752825737) | > loss_gen: 2.4708943367004395 (2.393426775932312) | > loss_kl: 2.9487051963806152 (2.5399163961410522) | > loss_feat: 7.1786370277404785 (6.187231540679932) | > loss_mel: 17.979434967041016 (19.193177700042725) | > loss_duration: 2.2780816555023193 (2.3398869037628174) | > loss_1: 32.855751037597656 (32.65363931655884)  --> STEP: 5 | > loss_disc: 1.8134547472000122 (2.2311511754989626) | > loss_disc_real_0: 0.055963341146707535 (0.08783843070268631) | > loss_disc_real_1: 0.15487362444400787 (0.17188478410243987) | > loss_disc_real_2: 0.1616695374250412 (0.20458520352840423) | > loss_disc_real_3: 0.2221197485923767 (0.2814351379871368) | > loss_disc_real_4: 0.16673745214939117 (0.22428277134895325) | > loss_disc_real_5: 0.1298408806324005 (0.2351936489343643) | > loss_0: 1.8134547472000122 (2.2311511754989626) | > loss_gen: 2.7643978595733643 (2.4676209926605224) | > loss_kl: 2.2384731769561768 (2.479627752304077) | > loss_feat: 8.722654342651367 (6.694316101074219) | > loss_mel: 20.55000114440918 (19.464542388916016) | > loss_duration: 2.3810739517211914 (2.348124313354492) | > loss_1: 36.65659713745117 (33.454230880737306)  --> STEP: 6 | > loss_disc: 2.2582995891571045 (2.2356759111086526) | > loss_disc_real_0: 0.06896015256643295 (0.08469205101331075) | > loss_disc_real_1: 0.1821414828300476 (0.1735942338903745) | > loss_disc_real_2: 0.17002665996551514 (0.19882544626792273) | > loss_disc_real_3: 0.2481762021780014 (0.2758919820189476) | > loss_disc_real_4: 0.26679012179374695 (0.23136732975641885) | > loss_disc_real_5: 0.30475321412086487 (0.24678690979878107) | > loss_0: 2.2582995891571045 (2.2356759111086526) | > loss_gen: 2.5627517700195312 (2.4834761222203574) | > loss_kl: 2.312593698501587 (2.4517887433369956) | > loss_feat: 6.3831682205200195 (6.6424581209818525) | > loss_mel: 19.348186492919922 (19.445149739583332) | > loss_duration: 2.1714277267456055 (2.318674882253011) | > loss_1: 32.77812957763672 (33.34154733022054)  --> STEP: 7 | > loss_disc: 2.4164133071899414 (2.2614955391202654) | > loss_disc_real_0: 0.22630566358566284 (0.10492256709507533) | > loss_disc_real_1: 0.2708892226219177 (0.18749351799488068) | > loss_disc_real_2: 0.19482994079589844 (0.19825465977191925) | > loss_disc_real_3: 0.2730220854282379 (0.2754819967917034) | > loss_disc_real_4: 0.25162968039512634 (0.23426195127623423) | > loss_disc_real_5: 0.24320681393146515 (0.24627546753202165) | > loss_0: 2.4164133071899414 (2.2614955391202654) | > loss_gen: 2.5773816108703613 (2.4968911920275008) | > loss_kl: 3.5293500423431396 (2.6057260717664446) | > loss_feat: 5.2181596755981445 (6.438986914498465) | > loss_mel: 17.411998748779297 (19.1546995980399) | > loss_duration: 2.4929652214050293 (2.343573502131871) | > loss_1: 31.229854583740234 (33.03987693786621)  --> STEP: 8 | > loss_disc: 2.3698084354400635 (2.27503465116024) | > loss_disc_real_0: 0.16402988135814667 (0.11231098137795925) | > loss_disc_real_1: 0.15079352259635925 (0.1829060185700655) | > loss_disc_real_2: 0.21554113924503326 (0.2004154697060585) | > loss_disc_real_3: 0.25365474820137024 (0.2727535907179117) | > loss_disc_real_4: 0.20596875250339508 (0.23072530142962933) | > loss_disc_real_5: 0.27497586607933044 (0.24986301735043526) | > loss_0: 2.3698084354400635 (2.27503465116024) | > loss_gen: 2.4362845420837402 (2.4893153607845306) | > loss_kl: 2.8293309211730957 (2.633676677942276) | > loss_feat: 10.718849182128906 (6.9739696979522705) | > loss_mel: 21.20382308959961 (19.410840034484863) | > loss_duration: 2.225254774093628 (2.3287836611270905) | > loss_1: 39.41353988647461 (33.83658480644226)  --> STEP: 9 | > loss_disc: 2.5113203525543213 (2.301288617981805) | > loss_disc_real_0: 0.22772732377052307 (0.12513501942157745) | > loss_disc_real_1: 0.2199876457452774 (0.18702619936731127) | > loss_disc_real_2: 0.27359816431999207 (0.20854688021871778) | > loss_disc_real_3: 0.26269853115081787 (0.27163636187712353) | > loss_disc_real_4: 0.19942711293697357 (0.22724772493044534) | > loss_disc_real_5: 0.2440427839756012 (0.24921632475323147) | > loss_0: 2.5113203525543213 (2.301288617981805) | > loss_gen: 2.4082300662994385 (2.48030588361952) | > loss_kl: 2.401724100112915 (2.607904169294569) | > loss_feat: 8.753541946411133 (7.171699947781033) | > loss_mel: 20.65401840209961 (19.548970964219833) | > loss_duration: 2.120939254760742 (2.3056898381974964) | > loss_1: 36.33845520019531 (34.114570405748154)  --> STEP: 10 | > loss_disc: 2.2095887660980225 (2.2921186327934264) | > loss_disc_real_0: 0.1048043817281723 (0.12310195565223694) | > loss_disc_real_1: 0.15721605718135834 (0.18404518514871598) | > loss_disc_real_2: 0.1715105026960373 (0.20484324246644975) | > loss_disc_real_3: 0.22102701663970947 (0.26657542735338213) | > loss_disc_real_4: 0.25175291299819946 (0.22969824373722075) | > loss_disc_real_5: 0.3098408579826355 (0.2552787780761719) | > loss_0: 2.2095887660980225 (2.2921186327934264) | > loss_gen: 2.6520681381225586 (2.497482109069824) | > loss_kl: 2.5272510051727295 (2.5998388528823853) | > loss_feat: 6.7867960929870605 (7.133209562301635) | > loss_mel: 19.996456146240234 (19.593719482421875) | > loss_duration: 2.316779613494873 (2.306798815727234) | > loss_1: 34.27935028076172 (34.131048393249515)  --> STEP: 11 | > loss_disc: 2.604506731033325 (2.3205175508152354) | > loss_disc_real_0: 0.16969363391399384 (0.1273375627669421) | > loss_disc_real_1: 0.14624474942684174 (0.18060878190127286) | > loss_disc_real_2: 0.23102009296417236 (0.20722295614806088) | > loss_disc_real_3: 0.3258574903011322 (0.27196470580317755) | > loss_disc_real_4: 0.3244419991970062 (0.2383113124153831) | > loss_disc_real_5: 0.322700560092926 (0.2614080309867859) | > loss_0: 2.604506731033325 (2.3205175508152354) | > loss_gen: 2.2581725120544434 (2.475726691159335) | > loss_kl: 2.5265023708343506 (2.5931718999689277) | > loss_feat: 5.651005268096924 (6.998463717373935) | > loss_mel: 18.658817291259766 (19.50872837413441) | > loss_duration: 2.4381446838378906 (2.318739349191839) | > loss_1: 31.532642364501953 (33.89482966336337)  --> STEP: 12 | > loss_disc: 2.408541440963745 (2.327852874994278) | > loss_disc_real_0: 0.0724724605679512 (0.1227654709170262) | > loss_disc_real_1: 0.20692388713359833 (0.18280170733729997) | > loss_disc_real_2: 0.23629780113697052 (0.2096458598971367) | > loss_disc_real_3: 0.2773888409137726 (0.27241671706239384) | > loss_disc_real_4: 0.265510618686676 (0.24057792127132416) | > loss_disc_real_5: 0.20074839890003204 (0.25635306164622307) | > loss_0: 2.408541440963745 (2.327852874994278) | > loss_gen: 2.2313451766967773 (2.455361564954122) | > loss_kl: 2.3300743103027344 (2.571247100830078) | > loss_feat: 6.0317158699035645 (6.917901396751404) | > loss_mel: 18.610071182250977 (19.43384027481079) | > loss_duration: 2.202116012573242 (2.309020737806956) | > loss_1: 31.40532112121582 (33.68737061818441)  --> STEP: 13 | > loss_disc: 2.4216370582580566 (2.3350670429376454) | > loss_disc_real_0: 0.09061526507139206 (0.12029237815966973) | > loss_disc_real_1: 0.19518469274044037 (0.1837542446760031) | > loss_disc_real_2: 0.16897796094417572 (0.20651755997767815) | > loss_disc_real_3: 0.31588777899742126 (0.2757606449035498) | > loss_disc_real_4: 0.18394772708415985 (0.23622175248769614) | > loss_disc_real_5: 0.2223016768693924 (0.25373372435569763) | > loss_0: 2.4216370582580566 (2.3350670429376454) | > loss_gen: 2.1393182277679443 (2.4310505390167236) | > loss_kl: 2.1655588150024414 (2.5400403096125674) | > loss_feat: 6.982193946838379 (6.922846977527325) | > loss_mel: 17.56032371520996 (19.28972361637996) | > loss_duration: 2.128891944885254 (2.2951646768129788) | > loss_1: 30.976287841796875 (33.47882578923152)  --> STEP: 14 | > loss_disc: 2.2163829803466797 (2.3265896098954335) | > loss_disc_real_0: 0.19051140546798706 (0.12530802296740667) | > loss_disc_real_1: 0.20115424692630768 (0.18499710197959626) | > loss_disc_real_2: 0.1545587182044983 (0.20280621413673675) | > loss_disc_real_3: 0.24184930324554443 (0.27333840621369226) | > loss_disc_real_4: 0.2246362268924713 (0.23539421494518006) | > loss_disc_real_5: 0.20236174762248993 (0.2500642974461828) | > loss_0: 2.2163829803466797 (2.3265896098954335) | > loss_gen: 2.52347731590271 (2.437652451651437) | > loss_kl: 3.146361827850342 (2.5833489894866943) | > loss_feat: 7.567071437835693 (6.968863010406494) | > loss_mel: 20.908935546875 (19.40538161141532) | > loss_duration: 2.34002685546875 (2.298369118145534) | > loss_1: 36.485870361328125 (33.69361468723842)  --> STEP: 15 | > loss_disc: 2.288372039794922 (2.3240417718887327) | > loss_disc_real_0: 0.12303371727466583 (0.12515640258789062) | > loss_disc_real_1: 0.2319909781217575 (0.18813002705574036) | > loss_disc_real_2: 0.19974234700202942 (0.20260195632775624) | > loss_disc_real_3: 0.2453511357307434 (0.27147258818149567) | > loss_disc_real_4: 0.17751368880271912 (0.23153551320234936) | > loss_disc_real_5: 0.2406042218208313 (0.24943362573782604) | > loss_0: 2.288372039794922 (2.3240417718887327) | > loss_gen: 2.450751543045044 (2.4385257244110106) | > loss_kl: 2.9607889652252197 (2.6085116545359295) | > loss_feat: 7.944880485534668 (7.0339308420817055) | > loss_mel: 18.826200485229492 (19.366769536336264) | > loss_duration: 2.3199074268341064 (2.299805005391439) | > loss_1: 34.50252914428711 (33.74754231770833)  --> STEP: 16 | > loss_disc: 2.5314455032348633 (2.337004505097866) | > loss_disc_real_0: 0.10876329243183136 (0.12413183320313692) | > loss_disc_real_1: 0.19210094213485718 (0.18837820924818516) | > loss_disc_real_2: 0.25063061714172363 (0.2056037476286292) | > loss_disc_real_3: 0.3178645670413971 (0.2743720868602395) | > loss_disc_real_4: 0.20491966605186462 (0.22987202275544405) | > loss_disc_real_5: 0.21381643414497375 (0.24720755126327276) | > loss_0: 2.5314455032348633 (2.337004505097866) | > loss_gen: 2.242971181869507 (2.4263035655021667) | > loss_kl: 2.5187363624572754 (2.6029006987810135) | > loss_feat: 6.6596150398254395 (7.010536104440689) | > loss_mel: 17.35282325744629 (19.24089789390564) | > loss_duration: 2.3196144104003906 (2.3010430932044983) | > loss_1: 31.093759536743164 (33.58168089389801)  --> STEP: 17 | > loss_disc: 2.212193250656128 (2.329662666601293) | > loss_disc_real_0: 0.14704711735248566 (0.1254797910942751) | > loss_disc_real_1: 0.11872272938489914 (0.18428082807975657) | > loss_disc_real_2: 0.24952900409698486 (0.20818758624441483) | > loss_disc_real_3: 0.285665363073349 (0.27503639722571654) | > loss_disc_real_4: 0.27653253078460693 (0.2326167585218654) | > loss_disc_real_5: 0.2661133408546448 (0.24831965653335347) | > loss_0: 2.212193250656128 (2.329662666601293) | > loss_gen: 2.7548699378967285 (2.445630999172435) | > loss_kl: 1.9303592443466187 (2.5633394367554607) | > loss_feat: 8.853291511535645 (7.118933481328628) | > loss_mel: 19.153268814086914 (19.235743242151596) | > loss_duration: 2.386798858642578 (2.306087549994974) | > loss_1: 35.078590393066406 (33.66973439384909)  --> STEP: 18 | > loss_disc: 2.500549793243408 (2.3391563958591886) | > loss_disc_real_0: 0.08573998510837555 (0.12327202409505844) | > loss_disc_real_1: 0.16884097456932068 (0.18342305844028792) | > loss_disc_real_2: 0.23161271214485168 (0.20948898212777245) | > loss_disc_real_3: 0.22803689539432526 (0.2724253137906392) | > loss_disc_real_4: 0.2310219258069992 (0.23252815670437282) | > loss_disc_real_5: 0.22305208444595337 (0.2469159025284979) | > loss_0: 2.500549793243408 (2.3391563958591886) | > loss_gen: 2.2266671657562256 (2.4334663417604236) | > loss_kl: 2.4840850830078125 (2.5589364171028137) | > loss_feat: 9.888952255249023 (7.272823413213094) | > loss_mel: 20.651403427124023 (19.31439103020562) | > loss_duration: 2.219050645828247 (2.3012521664301553) | > loss_1: 37.470157623291016 (33.88086901770698)  --> STEP: 19 | > loss_disc: 2.5249862670898438 (2.348936915397644) | > loss_disc_real_0: 0.13639889657497406 (0.12396291212031715) | > loss_disc_real_1: 0.17033115029335022 (0.18273401064308067) | > loss_disc_real_2: 0.28073686361312866 (0.21323887062700173) | > loss_disc_real_3: 0.2448701560497284 (0.2709750423305913) | > loss_disc_real_4: 0.24578611552715302 (0.23322594401083493) | > loss_disc_real_5: 0.27616024017333984 (0.2484550781940159) | > loss_0: 2.5249862670898438 (2.348936915397644) | > loss_gen: 2.1440327167510986 (2.4182329930757223) | > loss_kl: 2.0388667583465576 (2.5315643297998527) | > loss_feat: 5.874187469482422 (7.199210995122006) | > loss_mel: 15.735623359680176 (19.12603483702007) | > loss_duration: 2.283834457397461 (2.3003354449021187) | > loss_1: 28.07654571533203 (33.57537831758198)  --> STEP: 20 | > loss_disc: 2.304243564605713 (2.3467022478580475) | > loss_disc_real_0: 0.2136315256357193 (0.12844634279608727) | > loss_disc_real_1: 0.18881675601005554 (0.18303814791142942) | > loss_disc_real_2: 0.24659037590026855 (0.21490644589066504) | > loss_disc_real_3: 0.2036176472902298 (0.2676071725785732) | > loss_disc_real_4: 0.205745667219162 (0.2318519301712513) | > loss_disc_real_5: 0.24282516539096832 (0.24817358255386351) | > loss_0: 2.304243564605713 (2.3467022478580475) | > loss_gen: 2.471829891204834 (2.420912837982178) | > loss_kl: 1.6128543615341187 (2.485628831386566) | > loss_feat: 6.2536492347717285 (7.151932907104492) | > loss_mel: 17.346691131591797 (19.037067651748657) | > loss_duration: 2.2749831676483154 (2.299067831039429) | > loss_1: 29.96000862121582 (33.39460983276367)  --> STEP: 21 | > loss_disc: 2.684169292449951 (2.3627721071243286) | > loss_disc_real_0: 0.09185859560966492 (0.12670406912054336) | > loss_disc_real_1: 0.2740849554538727 (0.18737371017535528) | > loss_disc_real_2: 0.23666444420814514 (0.2159425410486403) | > loss_disc_real_3: 0.3599221110343933 (0.27200312202885035) | > loss_disc_real_4: 0.26676902174949646 (0.2335146488178344) | > loss_disc_real_5: 0.3765948712825775 (0.2542888820171356) | > loss_0: 2.684169292449951 (2.3627721071243286) | > loss_gen: 2.4486043453216553 (2.4222314811888195) | > loss_kl: 2.502692222595215 (2.4864413738250732) | > loss_feat: 4.685303688049316 (7.0344743728637695) | > loss_mel: 16.345901489257812 (18.908916882106237) | > loss_duration: 2.1829991340637207 (2.293540750231062) | > loss_1: 28.16550064086914 (33.145604633149645)  --> STEP: 22 | > loss_disc: 2.084050178527832 (2.3501029285517605) | > loss_disc_real_0: 0.08225782215595245 (0.12468378516760742) | > loss_disc_real_1: 0.16560903191566467 (0.1863844066180966) | > loss_disc_real_2: 0.21123118698596954 (0.21572838859124618) | > loss_disc_real_3: 0.2699178457260132 (0.27190833674235776) | > loss_disc_real_4: 0.17335771024227142 (0.23078024251894516) | > loss_disc_real_5: 0.20130617916584015 (0.25188057734207675) | > loss_0: 2.084050178527832 (2.3501029285517605) | > loss_gen: 2.6151974201202393 (2.4310026602311567) | > loss_kl: 1.9664032459259033 (2.462803277102384) | > loss_feat: 8.884561538696289 (7.118569244037975) | > loss_mel: 20.729154586791992 (18.99165495959195) | > loss_duration: 2.1416993141174316 (2.2866388667713515) | > loss_1: 36.33701705932617 (33.29066883433949)  --> STEP: 23 | > loss_disc: 2.4309937953948975 (2.3536199227623316) | > loss_disc_real_0: 0.13443979620933533 (0.125107959560726) | > loss_disc_real_1: 0.2699107825756073 (0.19001598818146664) | > loss_disc_real_2: 0.30201131105422974 (0.21947982000268024) | > loss_disc_real_3: 0.31754153966903687 (0.27389238904351776) | > loss_disc_real_4: 0.19367574155330658 (0.2291670033465261) | > loss_disc_real_5: 0.19687028229236603 (0.24948882538339365) | > loss_0: 2.4309937953948975 (2.3536199227623316) | > loss_gen: 2.3784327507019043 (2.4287170119907544) | > loss_kl: 1.93111252784729 (2.439686288004336) | > loss_feat: 7.905411720275879 (7.1527797864831015) | > loss_mel: 17.428518295288086 (18.923692495926566) | > loss_duration: 2.25643253326416 (2.285325547923213) | > loss_1: 31.899906158447266 (33.2302008919094)  --> STEP: 24 | > loss_disc: 2.404421806335449 (2.3557366679112115) | > loss_disc_real_0: 0.14888909459114075 (0.1260988401869933) | > loss_disc_real_1: 0.2094261795282364 (0.19082474615424871) | > loss_disc_real_2: 0.20729686319828033 (0.2189721968024969) | > loss_disc_real_3: 0.2228870838880539 (0.2717671679953734) | > loss_disc_real_4: 0.2718536853790283 (0.23094561509788036) | > loss_disc_real_5: 0.26427558064460754 (0.25010494018594426) | > loss_0: 2.404421806335449 (2.3557366679112115) | > loss_gen: 2.5177254676818848 (2.4324256976445517) | > loss_kl: 2.2667858600616455 (2.432482103506724) | > loss_feat: 7.42924690246582 (7.164299249649048) | > loss_mel: 19.735837936401367 (18.957531889279682) | > loss_duration: 2.406424045562744 (2.290371318658193) | > loss_1: 34.35601806640625 (33.27710994084676)  --> STEP: 25 | > loss_disc: 2.3622870445251465 (2.355998682975769) | > loss_disc_real_0: 0.08580047637224197 (0.12448690563440325) | > loss_disc_real_1: 0.18244019150733948 (0.19048936396837235) | > loss_disc_real_2: 0.21175755560398102 (0.21868361115455628) | > loss_disc_real_3: 0.2778187394142151 (0.2720092308521271) | > loss_disc_real_4: 0.24718327820301056 (0.23159512162208556) | > loss_disc_real_5: 0.2098148912191391 (0.24849333822727204) | > loss_0: 2.3622870445251465 (2.355998682975769) | > loss_gen: 2.324877977371216 (2.4281237888336182) | > loss_kl: 2.435548782348633 (2.4326047706604004) | > loss_feat: 8.046591758728027 (7.199590950012207) | > loss_mel: 17.82760238647461 (18.91233470916748) | > loss_duration: 2.334808588027954 (2.2921488094329834) | > loss_1: 32.96942901611328 (33.26480270385742)  --> STEP: 26 | > loss_disc: 2.008035182952881 (2.342615471436427) | > loss_disc_real_0: 0.105862095952034 (0.12377056680046597) | > loss_disc_real_1: 0.1573951244354248 (0.1892165086017205) | > loss_disc_real_2: 0.18745236098766327 (0.2174824092250604) | > loss_disc_real_3: 0.19707812368869781 (0.2691272651919952) | > loss_disc_real_4: 0.17499081790447235 (0.22941803301756197) | > loss_disc_real_5: 0.21802420914173126 (0.24732144864705893) | > loss_0: 2.008035182952881 (2.342615471436427) | > loss_gen: 2.700471878051758 (2.438598715342008) | > loss_kl: 1.9887608289718628 (2.4155338498262258) | > loss_feat: 14.070625305175781 (7.4638615021338826) | > loss_mel: 22.520124435424805 (19.05109585248507) | > loss_duration: 2.3049674034118652 (2.292641832278325) | > loss_1: 43.5849494934082 (33.661731426532455) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026182027963491585 (+8.698610159066974e-05) | > avg_loss_disc: 2.342615471436427 (+0.004623481860527523) | > avg_loss_disc_real_0: 0.12377056680046597 (-0.01404540097484222) | > avg_loss_disc_real_1: 0.1892165086017205 (-0.02208955156115386) | > avg_loss_disc_real_2: 0.2174824092250604 (-0.003095230230918289) | > avg_loss_disc_real_3: 0.2691272651919952 (+0.0283567601671586) | > avg_loss_disc_real_4: 0.22941803301756197 (-0.0030052982843839227) | > avg_loss_disc_real_5: 0.24732144864705893 (+0.012011981354309975) | > avg_loss_0: 2.342615471436427 (+0.004623481860527523) | > avg_loss_gen: 2.438598715342008 (-0.13915860652923584) | > avg_loss_kl: 2.4155338498262258 (-0.06845127160732556) | > avg_loss_feat: 7.4638615021338826 (-0.1078982903407173) | > avg_loss_mel: 19.05109585248507 (+0.2471968210660478) | > avg_loss_duration: 2.292641832278325 (+0.00033133763533355065) | > avg_loss_1: 33.661731426532455 (-0.06798039949857326)  > EPOCH: 283/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:23:56)   --> TIME: 2024-06-11 03:24:01 -- STEP: 9/330 -- GLOBAL_STEP: 181400 | > loss_disc: 2.353745937347412 (2.294106960296631) | > loss_disc_real_0: 0.11097361892461777 (0.10402608828412162) | > loss_disc_real_1: 0.22648942470550537 (0.19614666203657785) | > loss_disc_real_2: 0.20610719919204712 (0.2026963945892122) | > loss_disc_real_3: 0.2794507145881653 (0.22728708220852745) | > loss_disc_real_4: 0.29006972908973694 (0.22027290529674953) | > loss_disc_real_5: 0.2707657516002655 (0.21827828884124756) | > loss_0: 2.353745937347412 (2.294106960296631) | > grad_norm_0: tensor(6.7597, device='cuda:0') (tensor(7.1733, device='cuda:0')) | > loss_gen: 2.6325557231903076 (2.526657475365533) | > loss_kl: 1.650882601737976 (1.8508626090155706) | > loss_feat: 6.3564453125 (6.790977954864502) | > loss_mel: 18.49416732788086 (18.886192321777344) | > loss_duration: 2.1536014080047607 (2.200437625249227) | > loss_1: 31.28765106201172 (32.25512843661838) | > grad_norm_1: tensor(54.5999, device='cuda:0') (tensor(91.8147, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3613 (0.3668549590640598) | > loader_time: 0.003 (0.0031165811750623914)  --> TIME: 2024-06-11 03:24:10 -- STEP: 34/330 -- GLOBAL_STEP: 181425 | > loss_disc: 2.3609378337860107 (2.293048269608441) | > loss_disc_real_0: 0.12307940423488617 (0.11139588277129565) | > loss_disc_real_1: 0.19936080276966095 (0.20013797721442053) | > loss_disc_real_2: 0.20145955681800842 (0.20923628044479034) | > loss_disc_real_3: 0.23094767332077026 (0.221876723363119) | > loss_disc_real_4: 0.21141555905342102 (0.2194411360165652) | > loss_disc_real_5: 0.2376418113708496 (0.21232231311938343) | > loss_0: 2.3609378337860107 (2.293048269608441) | > grad_norm_0: tensor(17.9361, device='cuda:0') (tensor(10.9062, device='cuda:0')) | > loss_gen: 2.4996137619018555 (2.5354413004482494) | > loss_kl: 1.912541151046753 (1.8408547639846802) | > loss_feat: 7.359460830688477 (7.097241163253784) | > loss_mel: 18.89087677001953 (18.774927868562585) | > loss_duration: 2.0799059867858887 (2.0907578818938313) | > loss_1: 32.742401123046875 (32.33922257142907) | > grad_norm_1: tensor(363.9234, device='cuda:0') (tensor(147.4008, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3569 (0.3579724255730124) | > loader_time: 0.0032 (0.003305449205286363)  --> TIME: 2024-06-11 03:24:19 -- STEP: 59/330 -- GLOBAL_STEP: 181450 | > loss_disc: 2.3601348400115967 (2.3114238714767716) | > loss_disc_real_0: 0.13600270450115204 (0.11349429329067974) | > loss_disc_real_1: 0.23898114264011383 (0.2024659587670181) | > loss_disc_real_2: 0.22777500748634338 (0.2111988635891575) | > loss_disc_real_3: 0.21969856321811676 (0.22476906038947025) | > loss_disc_real_4: 0.21703676879405975 (0.22235188671087813) | > loss_disc_real_5: 0.20753319561481476 (0.21333192213106963) | > loss_0: 2.3601348400115967 (2.3114238714767716) | > grad_norm_0: tensor(15.9204, device='cuda:0') (tensor(17.2962, device='cuda:0')) | > loss_gen: 2.447087526321411 (2.5390972484976557) | > loss_kl: 1.7440385818481445 (1.829606244119547) | > loss_feat: 6.685751914978027 (7.210096278433072) | > loss_mel: 17.728742599487305 (18.72114152423406) | > loss_duration: 2.011898994445801 (2.061638124918533) | > loss_1: 30.61751937866211 (32.36157915147683) | > grad_norm_1: tensor(437.8646, device='cuda:0') (tensor(200.2344, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3704 (0.3579359741534217) | > loader_time: 0.0041 (0.0033759626291565976)  --> TIME: 2024-06-11 03:24:28 -- STEP: 84/330 -- GLOBAL_STEP: 181475 | > loss_disc: 2.217806816101074 (2.2972159414064315) | > loss_disc_real_0: 0.09403082728385925 (0.11279495982896715) | > loss_disc_real_1: 0.1990675926208496 (0.20032248167054995) | > loss_disc_real_2: 0.17993448674678802 (0.2114819355663799) | > loss_disc_real_3: 0.179412841796875 (0.22348309059937796) | > loss_disc_real_4: 0.1887134462594986 (0.22136873840576127) | > loss_disc_real_5: 0.21219317615032196 (0.21230777565922057) | > loss_0: 2.217806816101074 (2.2972159414064315) | > grad_norm_0: tensor(6.6414, device='cuda:0') (tensor(17.8432, device='cuda:0')) | > loss_gen: 2.5711419582366943 (2.551386523814428) | > loss_kl: 1.697535753250122 (1.8365836654390608) | > loss_feat: 7.278374671936035 (7.27239872160412) | > loss_mel: 18.335391998291016 (18.663589432126) | > loss_duration: 2.1160733699798584 (2.0497697449865795) | > loss_1: 31.998517990112305 (32.37372775304884) | > grad_norm_1: tensor(253.9581, device='cuda:0') (tensor(219.9190, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3626 (0.35877920048577444) | > loader_time: 0.004 (0.0034954207284109934)  --> TIME: 2024-06-11 03:24:38 -- STEP: 109/330 -- GLOBAL_STEP: 181500 | > loss_disc: 2.374279260635376 (2.29719441746353) | > loss_disc_real_0: 0.07927637547254562 (0.1125767735439703) | > loss_disc_real_1: 0.2826904058456421 (0.20026983484762526) | > loss_disc_real_2: 0.25639986991882324 (0.21101508966279686) | > loss_disc_real_3: 0.2716648280620575 (0.2240654251991062) | > loss_disc_real_4: 0.24447934329509735 (0.22158807830526195) | > loss_disc_real_5: 0.249119833111763 (0.21230077634163952) | > loss_0: 2.374279260635376 (2.29719441746353) | > grad_norm_0: tensor(12.1193, device='cuda:0') (tensor(20.8542, device='cuda:0')) | > loss_gen: 2.705357551574707 (2.558671583823108) | > loss_kl: 1.7097127437591553 (1.8448597728659253) | > loss_feat: 6.959505081176758 (7.300553929915122) | > loss_mel: 18.371736526489258 (18.60046552955558) | > loss_duration: 1.9992355108261108 (2.04741041922788) | > loss_1: 31.745546340942383 (32.351960925880924) | > grad_norm_1: tensor(368.2340, device='cuda:0') (tensor(238.4605, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3754 (0.3604389461902305) | > loader_time: 0.0038 (0.003583444367854967) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_181500.pth  --> TIME: 2024-06-11 03:24:52 -- STEP: 134/330 -- GLOBAL_STEP: 181525 | > loss_disc: 2.354762315750122 (2.2981423584382927) | > loss_disc_real_0: 0.17395442724227905 (0.1130702116929773) | > loss_disc_real_1: 0.19717709720134735 (0.19977138858677737) | > loss_disc_real_2: 0.19018830358982086 (0.21145837865213848) | > loss_disc_real_3: 0.21923747658729553 (0.22425030650042777) | > loss_disc_real_4: 0.19821926951408386 (0.2201558735166023) | > loss_disc_real_5: 0.19527626037597656 (0.2117396370688481) | > loss_0: 2.354762315750122 (2.2981423584382927) | > grad_norm_0: tensor(39.8054, device='cuda:0') (tensor(22.7093, device='cuda:0')) | > loss_gen: 2.5678839683532715 (2.558341270062461) | > loss_kl: 2.091590404510498 (1.8435461957063248) | > loss_feat: 7.050534725189209 (7.328100361041169) | > loss_mel: 18.62328338623047 (18.636205758621447) | > loss_duration: 2.0537643432617188 (2.0485621103599887) | > loss_1: 32.387054443359375 (32.41475545114547) | > grad_norm_1: tensor(294.0907, device='cuda:0') (tensor(253.2012, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3716 (0.3631433088388017) | > loader_time: 0.0042 (0.0036984753252854987)  --> TIME: 2024-06-11 03:25:02 -- STEP: 159/330 -- GLOBAL_STEP: 181550 | > loss_disc: 2.2060017585754395 (2.2996053320806724) | > loss_disc_real_0: 0.08583803474903107 (0.11333394823771603) | > loss_disc_real_1: 0.1814952790737152 (0.19870129499420433) | > loss_disc_real_2: 0.21227647364139557 (0.21165724801567365) | > loss_disc_real_3: 0.1907002478837967 (0.22376999877533824) | > loss_disc_real_4: 0.17059239745140076 (0.22066132780515924) | > loss_disc_real_5: 0.1749788373708725 (0.21316044051317298) | > loss_0: 2.2060017585754395 (2.2996053320806724) | > grad_norm_0: tensor(21.9068, device='cuda:0') (tensor(24.8911, device='cuda:0')) | > loss_gen: 2.6444694995880127 (2.555330724836145) | > loss_kl: 1.8243353366851807 (1.840766913485977) | > loss_feat: 7.721652984619141 (7.314180377144484) | > loss_mel: 18.70409393310547 (18.607570324303975) | > loss_duration: 2.0559709072113037 (2.0496617045792394) | > loss_1: 32.950523376464844 (32.367509865910755) | > grad_norm_1: tensor(176.9743, device='cuda:0') (tensor(262.7793, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.372 (0.3650036682872654) | > loader_time: 0.0044 (0.003823995590209961)  --> TIME: 2024-06-11 03:25:11 -- STEP: 184/330 -- GLOBAL_STEP: 181575 | > loss_disc: 2.3697171211242676 (2.302219455656797) | > loss_disc_real_0: 0.09950500726699829 (0.11408705734040427) | > loss_disc_real_1: 0.2560220956802368 (0.19916573061567286) | > loss_disc_real_2: 0.21362948417663574 (0.2120230999653754) | > loss_disc_real_3: 0.2415080964565277 (0.2244437609029853) | > loss_disc_real_4: 0.2636006474494934 (0.22076181038890197) | > loss_disc_real_5: 0.27532145380973816 (0.213666171402387) | > loss_0: 2.3697171211242676 (2.302219455656797) | > grad_norm_0: tensor(12.4380, device='cuda:0') (tensor(25.3976, device='cuda:0')) | > loss_gen: 2.5467429161071777 (2.552914305873539) | > loss_kl: 1.8328654766082764 (1.8432344379632368) | > loss_feat: 7.397506237030029 (7.315358998982803) | > loss_mel: 17.45275115966797 (18.59944532228553) | > loss_duration: 2.0970516204833984 (2.0549945539754377) | > loss_1: 31.32691764831543 (32.365947474604056) | > grad_norm_1: tensor(312.9604, device='cuda:0') (tensor(267.2016, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.3832 (0.36746317666509887) | > loader_time: 0.0045 (0.003957399855489316)  --> TIME: 2024-06-11 03:25:22 -- STEP: 209/330 -- GLOBAL_STEP: 181600 | > loss_disc: 2.3220624923706055 (2.30416719765184) | > loss_disc_real_0: 0.11195164173841476 (0.11427644198163274) | > loss_disc_real_1: 0.18865661323070526 (0.19893509199459586) | > loss_disc_real_2: 0.2425651103258133 (0.21299816725071538) | > loss_disc_real_3: 0.2374442219734192 (0.224140338706628) | > loss_disc_real_4: 0.21195414662361145 (0.22109874826298948) | > loss_disc_real_5: 0.2102789729833603 (0.21364326062099787) | > loss_0: 2.3220624923706055 (2.30416719765184) | > grad_norm_0: tensor(9.4854, device='cuda:0') (tensor(25.2681, device='cuda:0')) | > loss_gen: 2.5707483291625977 (2.550103124819304) | > loss_kl: 1.880157470703125 (1.8468603004108777) | > loss_feat: 7.614803314208984 (7.328233858044638) | > loss_mel: 18.388830184936523 (18.57441178463293) | > loss_duration: 2.1230382919311523 (2.0613877528021773) | > loss_1: 32.577579498291016 (32.360996720893546) | > grad_norm_1: tensor(245.1755, device='cuda:0') (tensor(261.1463, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.4101 (0.37197492567546064) | > loader_time: 0.0049 (0.00408540844346918)  --> TIME: 2024-06-11 03:25:32 -- STEP: 234/330 -- GLOBAL_STEP: 181625 | > loss_disc: 2.2757246494293213 (2.306324626645471) | > loss_disc_real_0: 0.1190173327922821 (0.11479142789020498) | > loss_disc_real_1: 0.17742837965488434 (0.19939977325435376) | > loss_disc_real_2: 0.27227553725242615 (0.21354643866801873) | > loss_disc_real_3: 0.20958107709884644 (0.223993271525599) | > loss_disc_real_4: 0.18379667401313782 (0.22098276681370205) | > loss_disc_real_5: 0.2091381698846817 (0.21381991273827022) | > loss_0: 2.2757246494293213 (2.306324626645471) | > grad_norm_0: tensor(15.3239, device='cuda:0') (tensor(25.1422, device='cuda:0')) | > loss_gen: 2.5501718521118164 (2.548731793705215) | > loss_kl: 1.7283726930618286 (1.8498802495817852) | > loss_feat: 7.390175819396973 (7.333383185231788) | > loss_mel: 18.200380325317383 (18.540416766435673) | > loss_duration: 2.1299948692321777 (2.068985751041999) | > loss_1: 31.999094009399414 (32.341397619655005) | > grad_norm_1: tensor(418.6929, device='cuda:0') (tensor(264.4767, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.4282 (0.3762796200238742) | > loader_time: 0.0051 (0.0042312634296906276)  --> TIME: 2024-06-11 03:25:43 -- STEP: 259/330 -- GLOBAL_STEP: 181650 | > loss_disc: 2.4124326705932617 (2.310329978530471) | > loss_disc_real_0: 0.1349179893732071 (0.1155402882448955) | > loss_disc_real_1: 0.21858000755310059 (0.1998150538523685) | > loss_disc_real_2: 0.25079044699668884 (0.21335685500537108) | > loss_disc_real_3: 0.25008952617645264 (0.22426754454848388) | > loss_disc_real_4: 0.2328779697418213 (0.2216723907062906) | > loss_disc_real_5: 0.2678559720516205 (0.21426519745795422) | > loss_0: 2.4124326705932617 (2.310329978530471) | > grad_norm_0: tensor(51.3663, device='cuda:0') (tensor(26.5417, device='cuda:0')) | > loss_gen: 2.505702257156372 (2.54751477002177) | > loss_kl: 2.0075137615203857 (1.8513402736325062) | > loss_feat: 7.674051761627197 (7.324278619758871) | > loss_mel: 18.24876594543457 (18.5037662255718) | > loss_duration: 2.1732563972473145 (2.0760220777113916) | > loss_1: 32.609291076660156 (32.30292184012279) | > grad_norm_1: tensor(312.9120, device='cuda:0') (tensor(275.3787, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.4238 (0.3808935406585458) | > loader_time: 0.0055 (0.004381957661691318)  --> TIME: 2024-06-11 03:25:54 -- STEP: 284/330 -- GLOBAL_STEP: 181675 | > loss_disc: 2.4690587520599365 (2.3113721625905637) | > loss_disc_real_0: 0.254704087972641 (0.11549719580462281) | > loss_disc_real_1: 0.19722464680671692 (0.19976388085895866) | > loss_disc_real_2: 0.21510495245456696 (0.2133559304958498) | > loss_disc_real_3: 0.20663322508335114 (0.22435562323096778) | > loss_disc_real_4: 0.23853690922260284 (0.2214640889474204) | > loss_disc_real_5: 0.23841366171836853 (0.21478819637231425) | > loss_0: 2.4690587520599365 (2.3113721625905637) | > grad_norm_0: tensor(73.2804, device='cuda:0') (tensor(27.9410, device='cuda:0')) | > loss_gen: 2.563676595687866 (2.5503633878600427) | > loss_kl: 1.8509148359298706 (1.8553158233703022) | > loss_feat: 6.986138820648193 (7.328957564394239) | > loss_mel: 18.522180557250977 (18.447899852000493) | > loss_duration: 2.1764917373657227 (2.0847437075326134) | > loss_1: 32.099403381347656 (32.267280202516396) | > grad_norm_1: tensor(363.2016, device='cuda:0') (tensor(283.9795, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.4523 (0.3861226901202137) | > loader_time: 0.0072 (0.0045449221637886995)  --> TIME: 2024-06-11 03:26:06 -- STEP: 309/330 -- GLOBAL_STEP: 181700 | > loss_disc: 2.370284080505371 (2.3155697642020807) | > loss_disc_real_0: 0.14732952415943146 (0.11661776295082468) | > loss_disc_real_1: 0.17266342043876648 (0.20064963390719157) | > loss_disc_real_2: 0.24317805469036102 (0.21330767006742915) | > loss_disc_real_3: 0.21708665788173676 (0.22469553057236974) | > loss_disc_real_4: 0.22385220229625702 (0.22174945030011792) | > loss_disc_real_5: 0.23195421695709229 (0.2151714182401552) | > loss_0: 2.370284080505371 (2.3155697642020807) | > grad_norm_0: tensor(8.6724, device='cuda:0') (tensor(29.5977, device='cuda:0')) | > loss_gen: 2.3393733501434326 (2.5508720126352644) | > loss_kl: 1.7908742427825928 (1.8603438625057924) | > loss_feat: 7.312377452850342 (7.350174913128603) | > loss_mel: 17.129953384399414 (18.418401471233672) | > loss_duration: 2.2617905139923096 (2.0957464789881284) | > loss_1: 30.834367752075195 (32.275538601921625) | > grad_norm_1: tensor(319.3242, device='cuda:0') (tensor(296.2604, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.4967 (0.39334896775896905) | > loader_time: 0.0069 (0.004743360007079288)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5941789150238037 (2.5941789150238037) | > loss_disc_real_0: 0.156592458486557 (0.156592458486557) | > loss_disc_real_1: 0.21682089567184448 (0.21682089567184448) | > loss_disc_real_2: 0.24508346617221832 (0.24508346617221832) | > loss_disc_real_3: 0.2652316689491272 (0.2652316689491272) | > loss_disc_real_4: 0.3043053150177002 (0.3043053150177002) | > loss_disc_real_5: 0.26433029770851135 (0.26433029770851135) | > loss_0: 2.5941789150238037 (2.5941789150238037) | > loss_gen: 2.381246328353882 (2.381246328353882) | > loss_kl: 2.1871211528778076 (2.1871211528778076) | > loss_feat: 4.8456878662109375 (4.8456878662109375) | > loss_mel: 14.305601119995117 (14.305601119995117) | > loss_duration: 2.8930060863494873 (2.8930060863494873) | > loss_1: 26.612661361694336 (26.612661361694336)  --> STEP: 1 | > loss_disc: 2.161250591278076 (2.161250591278076) | > loss_disc_real_0: 0.10095491260290146 (0.10095491260290146) | > loss_disc_real_1: 0.12322411686182022 (0.12322411686182022) | > loss_disc_real_2: 0.1630191057920456 (0.1630191057920456) | > loss_disc_real_3: 0.15683595836162567 (0.15683595836162567) | > loss_disc_real_4: 0.17633287608623505 (0.17633287608623505) | > loss_disc_real_5: 0.2729893922805786 (0.2729893922805786) | > loss_0: 2.161250591278076 (2.161250591278076) | > loss_gen: 2.2910335063934326 (2.2910335063934326) | > loss_kl: 1.905709981918335 (1.905709981918335) | > loss_feat: 6.016100883483887 (6.016100883483887) | > loss_mel: 19.541698455810547 (19.541698455810547) | > loss_duration: 2.405482530593872 (2.405482530593872) | > loss_1: 32.1600227355957 (32.1600227355957)  --> STEP: 2 | > loss_disc: 2.1151864528656006 (2.1382185220718384) | > loss_disc_real_0: 0.07722519338130951 (0.08909005299210548) | > loss_disc_real_1: 0.129588320851326 (0.1264062188565731) | > loss_disc_real_2: 0.16362318396568298 (0.1633211448788643) | > loss_disc_real_3: 0.24896103143692017 (0.20289849489927292) | > loss_disc_real_4: 0.2531774938106537 (0.21475518494844437) | > loss_disc_real_5: 0.18538665771484375 (0.22918802499771118) | > loss_0: 2.1151864528656006 (2.1382185220718384) | > loss_gen: 2.6198596954345703 (2.4554466009140015) | > loss_kl: 2.665525436401367 (2.285617709159851) | > loss_feat: 7.136318206787109 (6.576209545135498) | > loss_mel: 19.987667083740234 (19.76468276977539) | > loss_duration: 2.500492572784424 (2.452987551689148) | > loss_1: 34.90986251831055 (33.534942626953125)  --> STEP: 3 | > loss_disc: 2.458470344543457 (2.244969129562378) | > loss_disc_real_0: 0.14866122603416443 (0.1089471106727918) | > loss_disc_real_1: 0.19376246631145477 (0.14885830134153366) | > loss_disc_real_2: 0.1752505898475647 (0.16729762653509775) | > loss_disc_real_3: 0.2554948031902313 (0.22043059766292572) | > loss_disc_real_4: 0.27838316559791565 (0.23596451183160147) | > loss_disc_real_5: 0.28168776631355286 (0.24668793876965842) | > loss_0: 2.458470344543457 (2.244969129562378) | > loss_gen: 2.218942165374756 (2.3766117890675864) | > loss_kl: 2.7138822078704834 (2.428372542063395) | > loss_feat: 4.711485385894775 (5.954634825388591) | > loss_mel: 16.048728942871094 (18.526031494140625) | > loss_duration: 2.2657668590545654 (2.390580654144287) | > loss_1: 27.958805084228516 (31.67623011271159)  --> STEP: 4 | > loss_disc: 2.1702680587768555 (2.2262938618659973) | > loss_disc_real_0: 0.15531234443187714 (0.12053841911256313) | > loss_disc_real_1: 0.15410302579402924 (0.15016948245465755) | > loss_disc_real_2: 0.18655145168304443 (0.17211108282208443) | > loss_disc_real_3: 0.18532249331474304 (0.21165357157588005) | > loss_disc_real_4: 0.20283959805965424 (0.22768328338861465) | > loss_disc_real_5: 0.26723986864089966 (0.2518259212374687) | > loss_0: 2.1702680587768555 (2.2262938618659973) | > loss_gen: 2.494746208190918 (2.406145393848419) | > loss_kl: 2.6944222450256348 (2.494884967803955) | > loss_feat: 6.653415679931641 (6.129330039024353) | > loss_mel: 19.26763343811035 (18.711431980133057) | > loss_duration: 2.261784553527832 (2.3583816289901733) | > loss_1: 33.37200164794922 (32.100172996520996)  --> STEP: 5 | > loss_disc: 2.168606758117676 (2.214756441116333) | > loss_disc_real_0: 0.10678799450397491 (0.11778833419084549) | > loss_disc_real_1: 0.15694618225097656 (0.15152482241392135) | > loss_disc_real_2: 0.2151033878326416 (0.18070954382419585) | > loss_disc_real_3: 0.21897579729557037 (0.21311801671981812) | > loss_disc_real_4: 0.24571636319160461 (0.23128989934921265) | > loss_disc_real_5: 0.17727188766002655 (0.23691511452198027) | > loss_0: 2.168606758117676 (2.214756441116333) | > loss_gen: 2.505013942718506 (2.4259191036224363) | > loss_kl: 2.3969099521636963 (2.4752899646759032) | > loss_feat: 6.263408184051514 (6.156145668029785) | > loss_mel: 18.29005241394043 (18.627156066894532) | > loss_duration: 2.4162845611572266 (2.369962215423584) | > loss_1: 31.87166976928711 (32.05447235107422)  --> STEP: 6 | > loss_disc: 2.2932820320129395 (2.2278440395991006) | > loss_disc_real_0: 0.07786969840526581 (0.11113522822658221) | > loss_disc_real_1: 0.12258546054363251 (0.14670159543553987) | > loss_disc_real_2: 0.1210654228925705 (0.1707688570022583) | > loss_disc_real_3: 0.18045158684253693 (0.20767361174027124) | > loss_disc_real_4: 0.19882024824619293 (0.2258782908320427) | > loss_disc_real_5: 0.13283750414848328 (0.21956884612639746) | > loss_0: 2.2932820320129395 (2.2278440395991006) | > loss_gen: 2.0901005268096924 (2.3699493408203125) | > loss_kl: 2.2209904193878174 (2.432906707127889) | > loss_feat: 7.602114200592041 (6.397140423456828) | > loss_mel: 19.080358505249023 (18.70268980662028) | > loss_duration: 2.106508493423462 (2.326053261756897) | > loss_1: 33.100074768066406 (32.228739420572914)  --> STEP: 7 | > loss_disc: 2.3141767978668213 (2.2401772907802036) | > loss_disc_real_0: 0.150163933634758 (0.11671075757060732) | > loss_disc_real_1: 0.14393019676208496 (0.14630568133933203) | > loss_disc_real_2: 0.17763429880142212 (0.17174963440213883) | > loss_disc_real_3: 0.1888955533504486 (0.20499103197029658) | > loss_disc_real_4: 0.2278836965560913 (0.22616477736404964) | > loss_disc_real_5: 0.17927342653274536 (0.2138123576130186) | > loss_0: 2.3141767978668213 (2.2401772907802036) | > loss_gen: 2.266932964324951 (2.3552327156066895) | > loss_kl: 3.189685821533203 (2.541018009185791) | > loss_feat: 5.720341682434082 (6.300454889025007) | > loss_mel: 19.34637451171875 (18.79464476449149) | > loss_duration: 2.4378392696380615 (2.3420226914542064) | > loss_1: 32.96117401123047 (32.333372933524)  --> STEP: 8 | > loss_disc: 2.426833152770996 (2.2635092735290527) | > loss_disc_real_0: 0.10845407098531723 (0.11567867174744606) | > loss_disc_real_1: 0.12827624380588531 (0.1440520016476512) | > loss_disc_real_2: 0.15518170595169067 (0.16967864334583282) | > loss_disc_real_3: 0.19925813376903534 (0.20427441969513893) | > loss_disc_real_4: 0.19974148273468018 (0.22286186553537846) | > loss_disc_real_5: 0.18255215883255005 (0.20990483276546001) | > loss_0: 2.426833152770996 (2.2635092735290527) | > loss_gen: 2.170696973800659 (2.3321657478809357) | > loss_kl: 2.6356289386749268 (2.552844375371933) | > loss_feat: 9.70259952545166 (6.725722968578339) | > loss_mel: 20.910991668701172 (19.0591881275177) | > loss_duration: 2.1553173065185547 (2.3186845183372498) | > loss_1: 37.575233459472656 (32.98860549926758)  --> STEP: 9 | > loss_disc: 2.528256416320801 (2.292925622728136) | > loss_disc_real_0: 0.23029187321662903 (0.1284134719106886) | > loss_disc_real_1: 0.09420068562030792 (0.13851296653350195) | > loss_disc_real_2: 0.1287468671798706 (0.16513066821628147) | > loss_disc_real_3: 0.144391730427742 (0.19762078755431706) | > loss_disc_real_4: 0.2441641390323639 (0.22522878481282127) | > loss_disc_real_5: 0.1345907747745514 (0.2015366040998035) | > loss_0: 2.528256416320801 (2.292925622728136) | > loss_gen: 2.151088237762451 (2.312046024534437) | > loss_kl: 2.2781713008880615 (2.522325144873725) | > loss_feat: 12.337112426757812 (7.349210686153835) | > loss_mel: 20.66043472290039 (19.237104415893555) | > loss_duration: 2.1400012969970703 (2.29883082707723) | > loss_1: 39.566810607910156 (33.719517178005646)  --> STEP: 10 | > loss_disc: 2.6852152347564697 (2.3321545839309694) | > loss_disc_real_0: 0.27302777767181396 (0.14287490248680115) | > loss_disc_real_1: 0.18829283118247986 (0.14349095299839973) | > loss_disc_real_2: 0.20157144963741302 (0.16877474635839462) | > loss_disc_real_3: 0.2572310268878937 (0.2035818114876747) | > loss_disc_real_4: 0.3180156946182251 (0.23450747579336167) | > loss_disc_real_5: 0.2807115614414215 (0.2094540998339653) | > loss_0: 2.6852152347564697 (2.3321545839309694) | > loss_gen: 2.487992286682129 (2.3296406507492065) | > loss_kl: 1.9890106916427612 (2.4689936995506288) | > loss_feat: 5.757804870605469 (7.190070104598999) | > loss_mel: 16.62686538696289 (18.97608051300049) | > loss_duration: 2.2253074645996094 (2.291478490829468) | > loss_1: 29.086978912353516 (33.25626335144043)  --> STEP: 11 | > loss_disc: 2.3948097229003906 (2.337850505655462) | > loss_disc_real_0: 0.1761137843132019 (0.14589661901647394) | > loss_disc_real_1: 0.13149906694889069 (0.14240078153935345) | > loss_disc_real_2: 0.17631183564662933 (0.1694599362936887) | > loss_disc_real_3: 0.1883927583694458 (0.20220098847692664) | > loss_disc_real_4: 0.2392638474702835 (0.23493987321853638) | > loss_disc_real_5: 0.23763372004032135 (0.2120158834890886) | > loss_0: 2.3948097229003906 (2.337850505655462) | > loss_gen: 2.064202070236206 (2.3055098707025703) | > loss_kl: 2.8182408809661865 (2.500743443315679) | > loss_feat: 6.163107395172119 (7.096709858287465) | > loss_mel: 16.927335739135742 (18.78983098810369) | > loss_duration: 2.437588691711426 (2.3047612363641914) | > loss_1: 30.410472869873047 (32.9975551258434)  --> STEP: 12 | > loss_disc: 2.38962984085083 (2.342165450255076) | > loss_disc_real_0: 0.17362961173057556 (0.14820770174264908) | > loss_disc_real_1: 0.1479913890361786 (0.14286666549742222) | > loss_disc_real_2: 0.18651458621025085 (0.17088115712006888) | > loss_disc_real_3: 0.25970160961151123 (0.20699270690480867) | > loss_disc_real_4: 0.2337331920862198 (0.23483931645751) | > loss_disc_real_5: 0.1997215896844864 (0.21099135900537172) | > loss_0: 2.38962984085083 (2.342165450255076) | > loss_gen: 2.350571393966675 (2.3092649976412454) | > loss_kl: 1.9779489040374756 (2.4571772317091622) | > loss_feat: 6.660555839538574 (7.060363690058391) | > loss_mel: 19.35796356201172 (18.83717536926269) | > loss_duration: 2.2427492141723633 (2.2995935678482056) | > loss_1: 32.589786529541016 (32.96357440948487)  --> STEP: 13 | > loss_disc: 2.3536410331726074 (2.3430481874025784) | > loss_disc_real_0: 0.20700779557228088 (0.15273078588338998) | > loss_disc_real_1: 0.2356320321559906 (0.1500024629326967) | > loss_disc_real_2: 0.1958407163619995 (0.17280112321560198) | > loss_disc_real_3: 0.22218357026576996 (0.20816123485565186) | > loss_disc_real_4: 0.22146575152873993 (0.23381058069375846) | > loss_disc_real_5: 0.22179332375526428 (0.21182227937074807) | > loss_0: 2.3536410331726074 (2.3430481874025784) | > loss_gen: 2.495598554611206 (2.3235983481773963) | > loss_kl: 2.3083999156951904 (2.445732822785011) | > loss_feat: 5.561659336090088 (6.945078739753137) | > loss_mel: 16.859025955200195 (18.68501002971942) | > loss_duration: 2.191952705383301 (2.291313501504751) | > loss_1: 29.41663360595703 (32.6907328092135)  --> STEP: 14 | > loss_disc: 2.1226398944854736 (2.3273047379084995) | > loss_disc_real_0: 0.1474834829568863 (0.15235597853149688) | > loss_disc_real_1: 0.11827981472015381 (0.14773655948894365) | > loss_disc_real_2: 0.16080346703529358 (0.1719441477741514) | > loss_disc_real_3: 0.26798689365386963 (0.2124344961983817) | > loss_disc_real_4: 0.2403947114944458 (0.2342808757509504) | > loss_disc_real_5: 0.2250221222639084 (0.2127651252916881) | > loss_0: 2.1226398944854736 (2.3273047379084995) | > loss_gen: 2.6974966526031494 (2.350305369922093) | > loss_kl: 2.9219117164611816 (2.4797456009047374) | > loss_feat: 7.431972026824951 (6.9798568316868375) | > loss_mel: 19.288101196289062 (18.72808797018868) | > loss_duration: 2.3492326736450195 (2.295450585229056) | > loss_1: 34.68871307373047 (32.833445685250425)  --> STEP: 15 | > loss_disc: 2.788900852203369 (2.358077812194824) | > loss_disc_real_0: 0.21034283936023712 (0.15622176925341288) | > loss_disc_real_1: 0.14589686691761017 (0.1476139133175214) | > loss_disc_real_2: 0.20739884674549103 (0.1743077943722407) | > loss_disc_real_3: 0.2476852536201477 (0.2147845466931661) | > loss_disc_real_4: 0.25828438997268677 (0.2358811100323995) | > loss_disc_real_5: 0.2552140951156616 (0.21559505661328635) | > loss_0: 2.788900852203369 (2.358077812194824) | > loss_gen: 1.946201205253601 (2.323365092277527) | > loss_kl: 3.127384901046753 (2.5229215542475383) | > loss_feat: 8.31997299194336 (7.069197909037272) | > loss_mel: 18.78120231628418 (18.731628926595047) | > loss_duration: 2.2825417518615723 (2.2945899963378906) | > loss_1: 34.457305908203125 (32.941703033447276)  --> STEP: 16 | > loss_disc: 2.4465441703796387 (2.363606959581375) | > loss_disc_real_0: 0.14682644605636597 (0.15563456155359745) | > loss_disc_real_1: 0.21229287981987 (0.1516563487239182) | > loss_disc_real_2: 0.12371097505092621 (0.17114549316465855) | > loss_disc_real_3: 0.175083726644516 (0.21230324544012547) | > loss_disc_real_4: 0.26114422082901 (0.23746005445718765) | > loss_disc_real_5: 0.2791695296764374 (0.21956846117973328) | > loss_0: 2.4465441703796387 (2.363606959581375) | > loss_gen: 2.141761064529419 (2.31201484054327) | > loss_kl: 2.6079113483428955 (2.528233416378498) | > loss_feat: 6.691986560821533 (7.0456221997737885) | > loss_mel: 16.294822692871094 (18.5793285369873) | > loss_duration: 2.304412364959717 (2.2952038943767548) | > loss_1: 30.040895462036133 (32.760402560234084)  --> STEP: 17 | > loss_disc: 2.3080499172210693 (2.360338898266063) | > loss_disc_real_0: 0.12095049023628235 (0.15359432206434362) | > loss_disc_real_1: 0.19004790484905243 (0.15391467555480845) | > loss_disc_real_2: 0.17482085525989532 (0.1713616909349666) | > loss_disc_real_3: 0.21220800280570984 (0.21229764293221867) | > loss_disc_real_4: 0.2700878977775574 (0.23937933935838587) | > loss_disc_real_5: 0.23699374496936798 (0.2205934778732412) | > loss_0: 2.3080499172210693 (2.360338898266063) | > loss_gen: 2.543416738510132 (2.325626716894262) | > loss_kl: 1.5380593538284302 (2.4699878832873177) | > loss_feat: 6.167584419250488 (6.993972918566535) | > loss_mel: 16.970521926879883 (18.484692854039807) | > loss_duration: 2.3560614585876465 (2.2987837510950424) | > loss_1: 29.575645446777344 (32.57306390650133)  --> STEP: 18 | > loss_disc: 2.1898152828216553 (2.350865364074707) | > loss_disc_real_0: 0.05757040157914162 (0.14825965981516573) | > loss_disc_real_1: 0.13374976813793182 (0.15279440292053753) | > loss_disc_real_2: 0.13020123541355133 (0.16907499896155465) | > loss_disc_real_3: 0.18667294085025787 (0.21087404837210974) | > loss_disc_real_4: 0.19884487986564636 (0.23712742494212258) | > loss_disc_real_5: 0.17189355194568634 (0.21788792643282148) | > loss_0: 2.1898152828216553 (2.350865364074707) | > loss_gen: 2.1490371227264404 (2.3158161838849387) | > loss_kl: 2.6531379222869873 (2.480162885453966) | > loss_feat: 8.397510528564453 (7.071947230233087) | > loss_mel: 19.686941146850586 (18.551484425862625) | > loss_duration: 2.274641752243042 (2.297442528936598) | > loss_1: 35.16127014160156 (32.71685314178468)  --> STEP: 19 | > loss_disc: 2.5578970909118652 (2.361761770750347) | > loss_disc_real_0: 0.2909180223941803 (0.15576799468774544) | > loss_disc_real_1: 0.22308675944805145 (0.15649400063251195) | > loss_disc_real_2: 0.18803265690803528 (0.17007277043242203) | > loss_disc_real_3: 0.23826265335083008 (0.21231555389730553) | > loss_disc_real_4: 0.2808969020843506 (0.23943108163381877) | > loss_disc_real_5: 0.2290961593389511 (0.21847783342788094) | > loss_0: 2.5578970909118652 (2.361761770750347) | > loss_gen: 2.5363361835479736 (2.3274224996566772) | > loss_kl: 1.7924193143844604 (2.443965855397676) | > loss_feat: 7.545343399047852 (7.096862818065443) | > loss_mel: 17.302413940429688 (18.485743873997734) | > loss_duration: 2.2803728580474854 (2.296544125205592) | > loss_1: 31.456886291503906 (32.65053909703306)  --> STEP: 20 | > loss_disc: 2.4727671146392822 (2.3673120379447936) | > loss_disc_real_0: 0.13876312971115112 (0.15491775143891573) | > loss_disc_real_1: 0.19297701120376587 (0.15831815116107464) | > loss_disc_real_2: 0.182768777012825 (0.1707075707614422) | > loss_disc_real_3: 0.23450009524822235 (0.21342478096485137) | > loss_disc_real_4: 0.19514848291873932 (0.2372169516980648) | > loss_disc_real_5: 0.15336725115776062 (0.21522230431437492) | > loss_0: 2.4727671146392822 (2.3673120379447936) | > loss_gen: 2.146451234817505 (2.3183739364147185) | > loss_kl: 2.154494285583496 (2.4294922769069673) | > loss_feat: 5.669365882873535 (7.025487971305847) | > loss_mel: 17.09235382080078 (18.416074371337885) | > loss_duration: 2.281444787979126 (2.295789158344269) | > loss_1: 29.3441104888916 (32.485217666625985)  --> STEP: 21 | > loss_disc: 2.6959280967712402 (2.382960421698434) | > loss_disc_real_0: 0.12218282371759415 (0.15335894535694802) | > loss_disc_real_1: 0.18484319746494293 (0.159581248604116) | > loss_disc_real_2: 0.17872494459152222 (0.17108935046763646) | > loss_disc_real_3: 0.14947663247585297 (0.21037963103680385) | > loss_disc_real_4: 0.18353784084320068 (0.23466080356211888) | > loss_disc_real_5: 0.18800725042819977 (0.2139263493674142) | > loss_0: 2.6959280967712402 (2.382960421698434) | > loss_gen: 1.9027248620986938 (2.298581123352051) | > loss_kl: 2.902163028717041 (2.452000407945542) | > loss_feat: 6.215102195739746 (6.986898172469366) | > loss_mel: 13.80146312713623 (18.196330978756855) | > loss_duration: 2.1356327533721924 (2.288162662869408) | > loss_1: 26.95708656311035 (32.22197332836334)  --> STEP: 22 | > loss_disc: 2.4854178428649902 (2.387617577206005) | > loss_disc_real_0: 0.13527001440525055 (0.15253672122277995) | > loss_disc_real_1: 0.19988113641738892 (0.1614130616865375) | > loss_disc_real_2: 0.1960826963186264 (0.17222541164268146) | > loss_disc_real_3: 0.18843716382980347 (0.20938224616375836) | > loss_disc_real_4: 0.20405375957489014 (0.23326957428997214) | > loss_disc_real_5: 0.18786025047302246 (0.2127415266903964) | > loss_0: 2.4854178428649902 (2.387617577206005) | > loss_gen: 2.014683961868286 (2.2856767069209707) | > loss_kl: 2.060030221939087 (2.434183581308885) | > loss_feat: 5.536202907562256 (6.920957478609952) | > loss_mel: 15.949758529663086 (18.094214049252592) | > loss_duration: 2.134826183319092 (2.281192822889848) | > loss_1: 27.69550323486328 (32.0162246877497)  --> STEP: 23 | > loss_disc: 2.2759623527526855 (2.3827630022297734) | > loss_disc_real_0: 0.192010760307312 (0.15425298379167265) | > loss_disc_real_1: 0.18025466799736023 (0.16223226196092108) | > loss_disc_real_2: 0.1908508837223053 (0.17303521477657816) | > loss_disc_real_3: 0.16759775578975677 (0.20756552919097568) | > loss_disc_real_4: 0.18141694366931915 (0.2310151120890742) | > loss_disc_real_5: 0.13948608934879303 (0.20955650767554407) | > loss_0: 2.2759623527526855 (2.3827630022297734) | > loss_gen: 2.411271572113037 (2.291137353233669) | > loss_kl: 2.260225296020508 (2.426620177600695) | > loss_feat: 6.915182113647461 (6.920706375785496) | > loss_mel: 16.74135398864746 (18.035394046617586) | > loss_duration: 2.245495080947876 (2.2796407471532407) | > loss_1: 30.573528289794922 (31.95349875740384)  --> STEP: 24 | > loss_disc: 2.2866008281707764 (2.3787562449773154) | > loss_disc_real_0: 0.10729603469371796 (0.15229644424592453) | > loss_disc_real_1: 0.14806480705738068 (0.16164195133994022) | > loss_disc_real_2: 0.19292064011096954 (0.17386377416551113) | > loss_disc_real_3: 0.22283202409744263 (0.20820163314541182) | > loss_disc_real_4: 0.2871374189853668 (0.23335354154308638) | > loss_disc_real_5: 0.2494819164276123 (0.21122006637354693) | > loss_0: 2.2866008281707764 (2.3787562449773154) | > loss_gen: 2.407101631164551 (2.2959691981474557) | > loss_kl: 2.457801342010498 (2.4279193927844367) | > loss_feat: 7.861382961273193 (6.95990123351415) | > loss_mel: 18.335866928100586 (18.04791375001271) | > loss_duration: 2.382819175720215 (2.283939848343531) | > loss_1: 33.44497299194336 (32.01564351717632)  --> STEP: 25 | > loss_disc: 2.3818531036376953 (2.3788801193237306) | > loss_disc_real_0: 0.21154850721359253 (0.15466652676463125) | > loss_disc_real_1: 0.17232511937618256 (0.16206927806138993) | > loss_disc_real_2: 0.21186363697052002 (0.1753837686777115) | > loss_disc_real_3: 0.24498452246189117 (0.209672948718071) | > loss_disc_real_4: 0.2700193226337433 (0.23482017278671263) | > loss_disc_real_5: 0.26240816712379456 (0.21326759040355683) | > loss_0: 2.3818531036376953 (2.3788801193237306) | > loss_gen: 2.6621570587158203 (2.3106167125701904) | > loss_kl: 2.498394012451172 (2.430738377571106) | > loss_feat: 7.236681938171387 (6.970972461700439) | > loss_mel: 17.190162658691406 (18.01360370635986) | > loss_duration: 2.309040069580078 (2.284943857192993) | > loss_1: 31.89643669128418 (32.010875244140635)  --> STEP: 26 | > loss_disc: 2.423973321914673 (2.380614473269536) | > loss_disc_real_0: 0.0333828367292881 (0.15000176945557958) | > loss_disc_real_1: 0.08549415320158005 (0.15912408095139724) | > loss_disc_real_2: 0.1107717901468277 (0.1728986925803698) | > loss_disc_real_3: 0.1272723227739334 (0.2065036938740657) | > loss_disc_real_4: 0.15289829671382904 (0.23166933139929405) | > loss_disc_real_5: 0.12297335267066956 (0.20979473510613808) | > loss_0: 2.423973321914673 (2.380614473269536) | > loss_gen: 1.6290653944015503 (2.284403200332935) | > loss_kl: 2.55084228515625 (2.435357758632073) | > loss_feat: 19.666217803955078 (7.459251128710234) | > loss_mel: 22.42106819152832 (18.18312157117403) | > loss_duration: 2.2481212615966797 (2.283527603516212) | > loss_1: 48.51531982421875 (32.64566157414364) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024419931265024044 (-0.0001762096698467541) | > avg_loss_disc: 2.380614473269536 (+0.03799900183310889) | > avg_loss_disc_real_0: 0.15000176945557958 (+0.02623120265511361) | > avg_loss_disc_real_1: 0.15912408095139724 (-0.030092427650323272) | > avg_loss_disc_real_2: 0.1728986925803698 (-0.0445837166446906) | > avg_loss_disc_real_3: 0.2065036938740657 (-0.0626235713179295) | > avg_loss_disc_real_4: 0.23166933139929405 (+0.0022512983817320753) | > avg_loss_disc_real_5: 0.20979473510613808 (-0.03752671354092085) | > avg_loss_0: 2.380614473269536 (+0.03799900183310889) | > avg_loss_gen: 2.284403200332935 (-0.15419551500907325) | > avg_loss_kl: 2.435357758632073 (+0.019823908805847168) | > avg_loss_feat: 7.459251128710234 (-0.004610373423648895) | > avg_loss_mel: 18.18312157117403 (-0.8679742813110387) | > avg_loss_duration: 2.283527603516212 (-0.009114228762113097) | > avg_loss_1: 32.64566157414364 (-1.0160698523888172)  > EPOCH: 284/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:26:39)   --> TIME: 2024-06-11 03:26:41 -- STEP: 4/330 -- GLOBAL_STEP: 181725 | > loss_disc: 2.256598472595215 (2.302468419075012) | > loss_disc_real_0: 0.08561444282531738 (0.08601455949246883) | > loss_disc_real_1: 0.1932181566953659 (0.20619138702750206) | > loss_disc_real_2: 0.20917074382305145 (0.2088930308818817) | > loss_disc_real_3: 0.20172065496444702 (0.21022294834256172) | > loss_disc_real_4: 0.1873243898153305 (0.22997624054551125) | > loss_disc_real_5: 0.19390347599983215 (0.20104321837425232) | > loss_0: 2.256598472595215 (2.302468419075012) | > grad_norm_0: tensor(4.8283, device='cuda:0') (tensor(7.7700, device='cuda:0')) | > loss_gen: 2.5913758277893066 (2.5512319207191467) | > loss_kl: 1.7987675666809082 (1.8042195737361908) | > loss_feat: 6.905246257781982 (6.869280457496643) | > loss_mel: 19.180007934570312 (18.82513952255249) | > loss_duration: 2.2236452102661133 (2.2470900416374207) | > loss_1: 32.69904327392578 (32.29696226119995) | > grad_norm_1: tensor(125.4436, device='cuda:0') (tensor(109.7636, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3443 (0.3582148551940918) | > loader_time: 0.0027 (0.0029221773147583008)  --> TIME: 2024-06-11 03:26:50 -- STEP: 29/330 -- GLOBAL_STEP: 181750 | > loss_disc: 2.2927467823028564 (2.3035362835588127) | > loss_disc_real_0: 0.08738674223423004 (0.10319370108431783) | > loss_disc_real_1: 0.20145562291145325 (0.20710146632687798) | > loss_disc_real_2: 0.1969711184501648 (0.2105769520175868) | > loss_disc_real_3: 0.2113446593284607 (0.22153663738020535) | > loss_disc_real_4: 0.25915244221687317 (0.22782963514328003) | > loss_disc_real_5: 0.2330271601676941 (0.2131967231117446) | > loss_0: 2.2927467823028564 (2.3035362835588127) | > grad_norm_0: tensor(7.8408, device='cuda:0') (tensor(9.4028, device='cuda:0')) | > loss_gen: 2.670473337173462 (2.5349831992182232) | > loss_kl: 1.946424961090088 (1.8216723655832225) | > loss_feat: 7.077468395233154 (7.118474516375311) | > loss_mel: 18.87261199951172 (18.651164877003637) | > loss_duration: 2.075531005859375 (2.1001131534576416) | > loss_1: 32.64250946044922 (32.2264083993846) | > grad_norm_1: tensor(67.8089, device='cuda:0') (tensor(136.1133, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3593 (0.3580013308031806) | > loader_time: 0.0031 (0.003092593160168878)  --> TIME: 2024-06-11 03:26:59 -- STEP: 54/330 -- GLOBAL_STEP: 181775 | > loss_disc: 2.25540828704834 (2.3144406080245967) | > loss_disc_real_0: 0.10809603333473206 (0.10812565353181627) | > loss_disc_real_1: 0.18806099891662598 (0.20297369774844912) | > loss_disc_real_2: 0.213096022605896 (0.21151382476091385) | > loss_disc_real_3: 0.2006271481513977 (0.2245996685491668) | > loss_disc_real_4: 0.2240162491798401 (0.22640916098047187) | > loss_disc_real_5: 0.1793268322944641 (0.21355317808963634) | > loss_0: 2.25540828704834 (2.3144406080245967) | > grad_norm_0: tensor(5.4603, device='cuda:0') (tensor(9.1970, device='cuda:0')) | > loss_gen: 2.6487152576446533 (2.5434177539966716) | > loss_kl: 1.9077728986740112 (1.8338404297828674) | > loss_feat: 8.478137016296387 (7.274874298660843) | > loss_mel: 19.86768341064453 (18.74505290278682) | > loss_duration: 2.0125646591186523 (2.064829115514403) | > loss_1: 34.91487503051758 (32.46201490472864) | > grad_norm_1: tensor(106.5487, device='cuda:0') (tensor(119.7605, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3515 (0.35919354138550935) | > loader_time: 0.0034 (0.0032659680755050095)  --> TIME: 2024-06-11 03:27:09 -- STEP: 79/330 -- GLOBAL_STEP: 181800 | > loss_disc: 2.2300500869750977 (2.306843157056011) | > loss_disc_real_0: 0.10774393379688263 (0.10962440196094633) | > loss_disc_real_1: 0.16848063468933105 (0.20134015607682965) | > loss_disc_real_2: 0.23739370703697205 (0.21365992800344394) | > loss_disc_real_3: 0.23921912908554077 (0.2235395693326298) | > loss_disc_real_4: 0.21544255316257477 (0.22545434289340732) | > loss_disc_real_5: 0.20463213324546814 (0.21363026167772994) | > loss_0: 2.2300500869750977 (2.306843157056011) | > grad_norm_0: tensor(6.8352, device='cuda:0') (tensor(9.1322, device='cuda:0')) | > loss_gen: 2.647843837738037 (2.5402154469791838) | > loss_kl: 1.9820221662521362 (1.843261104595812) | > loss_feat: 7.6319260597229 (7.307719085789934) | > loss_mel: 18.26641845703125 (18.64703584019142) | > loss_duration: 2.001347541809082 (2.0516518927827665) | > loss_1: 32.52956008911133 (32.38988335524933) | > grad_norm_1: tensor(89.5246, device='cuda:0') (tensor(115.0478, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3607 (0.35777106164376954) | > loader_time: 0.0035 (0.0034140635140334505)  --> TIME: 2024-06-11 03:27:18 -- STEP: 104/330 -- GLOBAL_STEP: 181825 | > loss_disc: 2.2923803329467773 (2.317303664409198) | > loss_disc_real_0: 0.11160789430141449 (0.11182678039543904) | > loss_disc_real_1: 0.195251926779747 (0.2010768882643718) | > loss_disc_real_2: 0.20229974389076233 (0.21401743963360786) | > loss_disc_real_3: 0.24063584208488464 (0.22543131044277778) | > loss_disc_real_4: 0.2467431277036667 (0.2254544639816651) | > loss_disc_real_5: 0.28461194038391113 (0.21509619687612241) | > loss_0: 2.2923803329467773 (2.317303664409198) | > grad_norm_0: tensor(9.2907, device='cuda:0') (tensor(10.0517, device='cuda:0')) | > loss_gen: 2.565493106842041 (2.533857313486245) | > loss_kl: 1.8641493320465088 (1.8560407081475625) | > loss_feat: 7.820860385894775 (7.307187470105978) | > loss_mel: 19.03691864013672 (18.660006706531224) | > loss_duration: 2.0834436416625977 (2.049849674105644) | > loss_1: 33.37086486816406 (32.40694194573622) | > grad_norm_1: tensor(296.9560, device='cuda:0') (tensor(128.3512, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3951 (0.3634940019020668) | > loader_time: 0.0037 (0.003578337339254526)  --> TIME: 2024-06-11 03:27:28 -- STEP: 129/330 -- GLOBAL_STEP: 181850 | > loss_disc: 2.34439754486084 (2.320823046588159) | > loss_disc_real_0: 0.11913926899433136 (0.11205700016761011) | > loss_disc_real_1: 0.1770934909582138 (0.20025701589824618) | > loss_disc_real_2: 0.20842190086841583 (0.21406625430713327) | > loss_disc_real_3: 0.22347338497638702 (0.22556696474090104) | > loss_disc_real_4: 0.2294033318758011 (0.22494340636009394) | > loss_disc_real_5: 0.21333669126033783 (0.21443533793438313) | > loss_0: 2.34439754486084 (2.320823046588159) | > grad_norm_0: tensor(14.9723, device='cuda:0') (tensor(11.0539, device='cuda:0')) | > loss_gen: 2.579385280609131 (2.529820140942122) | > loss_kl: 1.8113031387329102 (1.8554140523422595) | > loss_feat: 7.252875804901123 (7.281779145085534) | > loss_mel: 18.956279754638672 (18.642324935558225) | > loss_duration: 2.0223777294158936 (2.0492456245792) | > loss_1: 32.622222900390625 (32.35858384952986) | > grad_norm_1: tensor(173.0561, device='cuda:0') (tensor(136.0617, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.4006 (0.36841497864834105) | > loader_time: 0.0041 (0.003682373106017593)  --> TIME: 2024-06-11 03:27:38 -- STEP: 154/330 -- GLOBAL_STEP: 181875 | > loss_disc: 2.2407591342926025 (2.322484034996528) | > loss_disc_real_0: 0.0903654545545578 (0.11285558275201103) | > loss_disc_real_1: 0.19904133677482605 (0.200273380844624) | > loss_disc_real_2: 0.2234593778848648 (0.21512944560933422) | > loss_disc_real_3: 0.20206275582313538 (0.22614819933841754) | > loss_disc_real_4: 0.20526942610740662 (0.2247025648301298) | > loss_disc_real_5: 0.2171076238155365 (0.214522897810131) | > loss_0: 2.2407591342926025 (2.322484034996528) | > grad_norm_0: tensor(5.5589, device='cuda:0') (tensor(13.3437, device='cuda:0')) | > loss_gen: 2.6777076721191406 (2.531381007912871) | > loss_kl: 1.6317147016525269 (1.8555066585540771) | > loss_feat: 7.629451274871826 (7.259795284890509) | > loss_mel: 18.48636817932129 (18.633789124426897) | > loss_duration: 2.041630744934082 (2.0508534931517266) | > loss_1: 32.46687316894531 (32.331325469078934) | > grad_norm_1: tensor(399.1259, device='cuda:0') (tensor(157.7083, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3853 (0.37193653800270776) | > loader_time: 0.0039 (0.0037974986163052645)  --> TIME: 2024-06-11 03:27:48 -- STEP: 179/330 -- GLOBAL_STEP: 181900 | > loss_disc: 2.1181528568267822 (2.3155432213618115) | > loss_disc_real_0: 0.08095793426036835 (0.11159949541591399) | > loss_disc_real_1: 0.16655485332012177 (0.19991081411945089) | > loss_disc_real_2: 0.22532415390014648 (0.21402032082307273) | > loss_disc_real_3: 0.21161706745624542 (0.2264777247965669) | > loss_disc_real_4: 0.20261810719966888 (0.22406427803652246) | > loss_disc_real_5: 0.21790413558483124 (0.2147331192839746) | > loss_0: 2.1181528568267822 (2.3155432213618115) | > grad_norm_0: tensor(8.7648, device='cuda:0') (tensor(14.7943, device='cuda:0')) | > loss_gen: 2.844360113143921 (2.5494878065652684) | > loss_kl: 1.9459128379821777 (1.856640060520705) | > loss_feat: 8.30617904663086 (7.302957588067934) | > loss_mel: 17.843069076538086 (18.616309064726583) | > loss_duration: 2.103066921234131 (2.0557694122111996) | > loss_1: 33.04258728027344 (32.38116384751304) | > grad_norm_1: tensor(440.6916, device='cuda:0') (tensor(169.8625, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3853 (0.37382820864629474) | > loader_time: 0.0043 (0.003900063104469683)  --> TIME: 2024-06-11 03:27:58 -- STEP: 204/330 -- GLOBAL_STEP: 181925 | > loss_disc: 2.5700995922088623 (2.3185625362630002) | > loss_disc_real_0: 0.1290394365787506 (0.11045547824937339) | > loss_disc_real_1: 0.17590457201004028 (0.19959745935949624) | > loss_disc_real_2: 0.2062315195798874 (0.21501875508065318) | > loss_disc_real_3: 0.18050946295261383 (0.22654860576286034) | > loss_disc_real_4: 0.31483203172683716 (0.22353238663544842) | > loss_disc_real_5: 0.21396860480308533 (0.2156651718359368) | > loss_0: 2.5700995922088623 (2.3185625362630002) | > grad_norm_0: tensor(47.3820, device='cuda:0') (tensor(17.0323, device='cuda:0')) | > loss_gen: 2.4942257404327393 (2.566310922304789) | > loss_kl: 1.9531762599945068 (1.8589941356696336) | > loss_feat: 8.771064758300781 (7.347502979577756) | > loss_mel: 19.00608253479004 (18.59649934955671) | > loss_duration: 2.0689849853515625 (2.0621953612449118) | > loss_1: 34.29353332519531 (32.43150264141605) | > grad_norm_1: tensor(499.4028, device='cuda:0') (tensor(188.5643, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.4102 (0.3760776823642206) | > loader_time: 0.0049 (0.004001617431640623)  --> TIME: 2024-06-11 03:28:08 -- STEP: 229/330 -- GLOBAL_STEP: 181950 | > loss_disc: 2.3428354263305664 (2.3242181549946825) | > loss_disc_real_0: 0.10627834498882294 (0.11030417405817186) | > loss_disc_real_1: 0.19269457459449768 (0.1998635495984398) | > loss_disc_real_2: 0.1873844414949417 (0.21471034198608982) | > loss_disc_real_3: 0.28210753202438354 (0.22711734447677062) | > loss_disc_real_4: 0.24220886826515198 (0.2265740681813794) | > loss_disc_real_5: 0.20157045125961304 (0.215358380277084) | > loss_0: 2.3428354263305664 (2.3242181549946825) | > grad_norm_0: tensor(31.8781, device='cuda:0') (tensor(17.7477, device='cuda:0')) | > loss_gen: 2.6260740756988525 (2.560023416077726) | > loss_kl: 1.8494466543197632 (1.855181668523097) | > loss_feat: 7.2722249031066895 (7.330760972468614) | > loss_mel: 17.88942527770996 (18.556854372982368) | > loss_duration: 2.16748309135437 (2.069504113697066) | > loss_1: 31.80465316772461 (32.372324481281126) | > grad_norm_1: tensor(498.3665, device='cuda:0') (tensor(198.6379, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.3971 (0.3788614356361622) | > loader_time: 0.0051 (0.004106041645899609)  --> TIME: 2024-06-11 03:28:19 -- STEP: 254/330 -- GLOBAL_STEP: 181975 | > loss_disc: 2.3654942512512207 (2.3288166856202563) | > loss_disc_real_0: 0.15405213832855225 (0.11289607586823111) | > loss_disc_real_1: 0.1575232893228531 (0.19941612168794542) | > loss_disc_real_2: 0.22903499007225037 (0.21489135123143985) | > loss_disc_real_3: 0.21864937245845795 (0.22726790595242358) | > loss_disc_real_4: 0.22192256152629852 (0.22728760217822444) | > loss_disc_real_5: 0.21648792922496796 (0.21586318748203795) | > loss_0: 2.3654942512512207 (2.3288166856202563) | > grad_norm_0: tensor(59.7744, device='cuda:0') (tensor(20.3630, device='cuda:0')) | > loss_gen: 2.386913776397705 (2.555828907358365) | > loss_kl: 1.7648895978927612 (1.8536969967714445) | > loss_feat: 7.1578874588012695 (7.322269937184852) | > loss_mel: 18.113786697387695 (18.52496129884494) | > loss_duration: 2.0942654609680176 (2.075835662094625) | > loss_1: 31.517742156982422 (32.332592738894974) | > grad_norm_1: tensor(346.8052, device='cuda:0') (tensor(216.1552, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.436 (0.38335591319977763) | > loader_time: 0.0052 (0.004235078969339686)  --> TIME: 2024-06-11 03:28:30 -- STEP: 279/330 -- GLOBAL_STEP: 182000 | > loss_disc: 2.260007858276367 (2.328826542396272) | > loss_disc_real_0: 0.1014154776930809 (0.113620354123013) | > loss_disc_real_1: 0.18991605937480927 (0.19949687093389504) | > loss_disc_real_2: 0.2306831330060959 (0.2143901879214899) | > loss_disc_real_3: 0.21975845098495483 (0.22713793515090874) | > loss_disc_real_4: 0.1911810040473938 (0.22713721364629735) | > loss_disc_real_5: 0.19760333001613617 (0.2160155806276534) | > loss_0: 2.260007858276367 (2.328826542396272) | > grad_norm_0: tensor(24.5425, device='cuda:0') (tensor(22.1848, device='cuda:0')) | > loss_gen: 2.722189426422119 (2.5600176113908013) | > loss_kl: 1.7851840257644653 (1.852854588125769) | > loss_feat: 8.078741073608398 (7.341848932286744) | > loss_mel: 18.178043365478516 (18.48501756456163) | > loss_duration: 2.16095232963562 (2.0841679910605087) | > loss_1: 32.92510986328125 (32.323906614788974) | > grad_norm_1: tensor(624.2598, device='cuda:0') (tensor(231.8172, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.435 (0.3886933523266973) | > loader_time: 0.0065 (0.004422327950863855) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_182000.pth  --> TIME: 2024-06-11 03:28:47 -- STEP: 304/330 -- GLOBAL_STEP: 182025 | > loss_disc: 2.3890647888183594 (2.330865068263129) | > loss_disc_real_0: 0.12424872070550919 (0.11448872944732245) | > loss_disc_real_1: 0.18151414394378662 (0.19981429578834461) | > loss_disc_real_2: 0.2256941795349121 (0.21452498210496024) | > loss_disc_real_3: 0.21177124977111816 (0.22700664234396659) | > loss_disc_real_4: 0.206676185131073 (0.2266512531787157) | > loss_disc_real_5: 0.1979348510503769 (0.2160611128140438) | > loss_0: 2.3890647888183594 (2.330865068263129) | > grad_norm_0: tensor(21.2404, device='cuda:0') (tensor(23.1411, device='cuda:0')) | > loss_gen: 2.368223190307617 (2.553777414717173) | > loss_kl: 1.748315691947937 (1.8526725529840118) | > loss_feat: 7.951985836029053 (7.34849897654433) | > loss_mel: 16.751493453979492 (18.434876554890682) | > loss_duration: 2.2415778636932373 (2.094071434908791) | > loss_1: 31.061594009399414 (32.28389684150094) | > grad_norm_1: tensor(367.8904, device='cuda:0') (tensor(246.2806, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.4747 (0.39539600202911784) | > loader_time: 0.0069 (0.004635703406835856)  --> TIME: 2024-06-11 03:29:16 -- STEP: 329/330 -- GLOBAL_STEP: 182050 | > loss_disc: 2.4518096446990967 (2.336106907270601) | > loss_disc_real_0: 0.14452800154685974 (0.11637063367479115) | > loss_disc_real_1: 0.17976544797420502 (0.20003144198456804) | > loss_disc_real_2: 0.23920857906341553 (0.21529225058468643) | > loss_disc_real_3: 0.23730213940143585 (0.2273215873444334) | > loss_disc_real_4: 0.2174004167318344 (0.227368911983032) | > loss_disc_real_5: 0.19117288291454315 (0.21650711974655612) | > loss_0: 2.4518096446990967 (2.336106907270601) | > grad_norm_0: tensor(8.3478, device='cuda:0') (tensor(22.8259, device='cuda:0')) | > loss_gen: 2.3036251068115234 (2.5470626890478165) | > loss_kl: 2.164428472518921 (1.8601941863091884) | > loss_feat: 10.825997352600098 (7.425678414052018) | > loss_mel: 19.308021545410156 (18.40123694283622) | > loss_duration: 2.2579805850982666 (2.1073329836401897) | > loss_1: 36.86005401611328 (32.3415051550126) | > grad_norm_1: tensor(176.3345, device='cuda:0') (tensor(247.2847, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 14.3354 (0.4505325755087438) | > loader_time: 0.0335 (0.0050923998232670475)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3336739540100098 (2.3336739540100098) | > loss_disc_real_0: 0.05204608291387558 (0.05204608291387558) | > loss_disc_real_1: 0.20568864047527313 (0.20568864047527313) | > loss_disc_real_2: 0.2112494856119156 (0.2112494856119156) | > loss_disc_real_3: 0.2860577404499054 (0.2860577404499054) | > loss_disc_real_4: 0.1878911703824997 (0.1878911703824997) | > loss_disc_real_5: 0.2194036990404129 (0.2194036990404129) | > loss_0: 2.3336739540100098 (2.3336739540100098) | > loss_gen: 2.2955739498138428 (2.2955739498138428) | > loss_kl: 2.180933713912964 (2.180933713912964) | > loss_feat: 6.659027099609375 (6.659027099609375) | > loss_mel: 16.53542137145996 (16.53542137145996) | > loss_duration: 2.7514781951904297 (2.7514781951904297) | > loss_1: 30.422433853149414 (30.422433853149414)  --> STEP: 1 | > loss_disc: 2.347419500350952 (2.347419500350952) | > loss_disc_real_0: 0.04632300138473511 (0.04632300138473511) | > loss_disc_real_1: 0.3001643717288971 (0.3001643717288971) | > loss_disc_real_2: 0.2114376425743103 (0.2114376425743103) | > loss_disc_real_3: 0.2700254023075104 (0.2700254023075104) | > loss_disc_real_4: 0.2424054890871048 (0.2424054890871048) | > loss_disc_real_5: 0.27584999799728394 (0.27584999799728394) | > loss_0: 2.347419500350952 (2.347419500350952) | > loss_gen: 2.3837082386016846 (2.3837082386016846) | > loss_kl: 2.7590572834014893 (2.7590572834014893) | > loss_feat: 6.343736171722412 (6.343736171722412) | > loss_mel: 19.68657684326172 (19.68657684326172) | > loss_duration: 2.3227972984313965 (2.3227972984313965) | > loss_1: 33.49587631225586 (33.49587631225586)  --> STEP: 2 | > loss_disc: 2.5313351154327393 (2.4393773078918457) | > loss_disc_real_0: 0.06332235038280487 (0.05482267588376999) | > loss_disc_real_1: 0.21297003328800201 (0.25656720250844955) | > loss_disc_real_2: 0.23713883757591248 (0.2242882400751114) | > loss_disc_real_3: 0.28453198075294495 (0.27727869153022766) | > loss_disc_real_4: 0.29731515049934387 (0.26986031979322433) | > loss_disc_real_5: 0.28145480155944824 (0.2786523997783661) | > loss_0: 2.5313351154327393 (2.4393773078918457) | > loss_gen: 2.306955337524414 (2.3453317880630493) | > loss_kl: 2.4486751556396484 (2.603866219520569) | > loss_feat: 6.935711860656738 (6.639724016189575) | > loss_mel: 19.818660736083984 (19.75261878967285) | > loss_duration: 2.446450710296631 (2.3846240043640137) | > loss_1: 33.95645523071289 (33.726165771484375)  --> STEP: 3 | > loss_disc: 2.2118382453918457 (2.363530953725179) | > loss_disc_real_0: 0.11815142631530762 (0.0759322593609492) | > loss_disc_real_1: 0.2718034088611603 (0.26164593795935315) | > loss_disc_real_2: 0.210564523935318 (0.21971366802851358) | > loss_disc_real_3: 0.24419371783733368 (0.2662503669659297) | > loss_disc_real_4: 0.21773530542850494 (0.25248531500498456) | > loss_disc_real_5: 0.21257683634757996 (0.25662721196810406) | > loss_0: 2.2118382453918457 (2.363530953725179) | > loss_gen: 2.561612844467163 (2.4174254735310874) | > loss_kl: 2.476492166519165 (2.561408201853434) | > loss_feat: 7.684097766876221 (6.98784859975179) | > loss_mel: 18.442432403564453 (19.315889994303387) | > loss_duration: 2.2304580211639404 (2.3332353432973227) | > loss_1: 33.39509582519531 (33.61580912272135)  --> STEP: 4 | > loss_disc: 2.517751693725586 (2.4020861387252808) | > loss_disc_real_0: 0.07761035859584808 (0.07635178416967392) | > loss_disc_real_1: 0.2999579906463623 (0.2712239511311054) | > loss_disc_real_2: 0.20998741686344147 (0.21728210523724556) | > loss_disc_real_3: 0.2669854164123535 (0.26643412932753563) | > loss_disc_real_4: 0.228605255484581 (0.24651530012488365) | > loss_disc_real_5: 0.2082364410161972 (0.24452951923012733) | > loss_0: 2.517751693725586 (2.4020861387252808) | > loss_gen: 2.0525193214416504 (2.326198935508728) | > loss_kl: 2.5785865783691406 (2.565702795982361) | > loss_feat: 4.187249660491943 (6.287698864936829) | > loss_mel: 16.325563430786133 (18.568308353424072) | > loss_duration: 2.2450428009033203 (2.311187207698822) | > loss_1: 27.388961791992188 (32.05909729003906)  --> STEP: 5 | > loss_disc: 2.328181028366089 (2.3873051166534425) | > loss_disc_real_0: 0.09639707207679749 (0.08036084175109863) | > loss_disc_real_1: 0.3082931339740753 (0.2786377876996994) | > loss_disc_real_2: 0.22195330262184143 (0.21821634471416473) | > loss_disc_real_3: 0.2259436994791031 (0.2583360433578491) | > loss_disc_real_4: 0.22424720227718353 (0.24206168055534363) | > loss_disc_real_5: 0.21266284584999084 (0.23815618455410004) | > loss_0: 2.328181028366089 (2.3873051166534425) | > loss_gen: 2.5064427852630615 (2.3622477054595947) | > loss_kl: 2.7259557247161865 (2.597753381729126) | > loss_feat: 5.788464546203613 (6.187852001190185) | > loss_mel: 18.655536651611328 (18.585754013061525) | > loss_duration: 2.433309555053711 (2.3356116771698) | > loss_1: 32.109710693359375 (32.069219970703124)  --> STEP: 6 | > loss_disc: 2.1077094078063965 (2.3407058318456015) | > loss_disc_real_0: 0.07874009758234024 (0.08009071772297223) | > loss_disc_real_1: 0.20549176633358002 (0.2664467841386795) | > loss_disc_real_2: 0.20702822506427765 (0.21635165810585022) | > loss_disc_real_3: 0.18276742100715637 (0.245741272966067) | > loss_disc_real_4: 0.21418359875679016 (0.23741533358891806) | > loss_disc_real_5: 0.1489276885986328 (0.22328476856152216) | > loss_0: 2.1077094078063965 (2.3407058318456015) | > loss_gen: 2.508721113204956 (2.3866599400838218) | > loss_kl: 2.4699690341949463 (2.576455990473429) | > loss_feat: 7.22917366027832 (6.361405611038208) | > loss_mel: 19.985023498535156 (18.818965593973797) | > loss_duration: 2.1392557621002197 (2.3028856913248696) | > loss_1: 34.3321418762207 (32.44637362162272)  --> STEP: 7 | > loss_disc: 2.200305461883545 (2.320648636136736) | > loss_disc_real_0: 0.041616663336753845 (0.07459442423922676) | > loss_disc_real_1: 0.23943553864955902 (0.26258803478309084) | > loss_disc_real_2: 0.22728878259658813 (0.21791410446166992) | > loss_disc_real_3: 0.25731420516967773 (0.24739454899515426) | > loss_disc_real_4: 0.22104552388191223 (0.23507678934506007) | > loss_disc_real_5: 0.20014271140098572 (0.21997876039573125) | > loss_0: 2.200305461883545 (2.320648636136736) | > loss_gen: 2.51605486869812 (2.4051449298858643) | > loss_kl: 3.035763740539551 (2.642071383340018) | > loss_feat: 8.011266708374023 (6.597100053514753) | > loss_mel: 19.93463134765625 (18.97834641592843) | > loss_duration: 2.5354249477386475 (2.3361055850982666) | > loss_1: 36.03314208984375 (32.958769117082866)  --> STEP: 8 | > loss_disc: 2.2008121013641357 (2.305669069290161) | > loss_disc_real_0: 0.05598052591085434 (0.0722676869481802) | > loss_disc_real_1: 0.2457529753446579 (0.26048365235328674) | > loss_disc_real_2: 0.21704304218292236 (0.21780522167682648) | > loss_disc_real_3: 0.25610795617103577 (0.24848372489213943) | > loss_disc_real_4: 0.2045910507440567 (0.23126607201993465) | > loss_disc_real_5: 0.21233676373958588 (0.21902351081371307) | > loss_0: 2.2008121013641357 (2.305669069290161) | > loss_gen: 2.540402412414551 (2.42205211520195) | > loss_kl: 2.4222211837768555 (2.614590108394623) | > loss_feat: 10.344658851623535 (7.065544903278351) | > loss_mel: 19.787612915039062 (19.07950472831726) | > loss_duration: 2.13478946685791 (2.310941070318222) | > loss_1: 37.22968292236328 (33.49263334274292)  --> STEP: 9 | > loss_disc: 2.153578281402588 (2.2887700928582086) | > loss_disc_real_0: 0.057607680559158325 (0.07063879734939998) | > loss_disc_real_1: 0.18115945160388947 (0.25166985227002037) | > loss_disc_real_2: 0.1654132455587387 (0.21198389099703896) | > loss_disc_real_3: 0.13950558006763458 (0.23637504213386112) | > loss_disc_real_4: 0.18273426592350006 (0.2258736491203308) | > loss_disc_real_5: 0.1817111223936081 (0.21487768987814584) | > loss_0: 2.153578281402588 (2.2887700928582086) | > loss_gen: 2.250789165496826 (2.4030228985680475) | > loss_kl: 2.1470491886138916 (2.5626411173078747) | > loss_feat: 9.235413551330566 (7.306641419728597) | > loss_mel: 20.50139808654785 (19.23749287923177) | > loss_duration: 2.124978542327881 (2.2902785672081842) | > loss_1: 36.25962829589844 (33.800077226426865)  --> STEP: 10 | > loss_disc: 2.309290885925293 (2.290822172164917) | > loss_disc_real_0: 0.10080832242965698 (0.07365574985742569) | > loss_disc_real_1: 0.24052919447422028 (0.25055578649044036) | > loss_disc_real_2: 0.20160149037837982 (0.21094565093517303) | > loss_disc_real_3: 0.24883398413658142 (0.23762093633413314) | > loss_disc_real_4: 0.22707007825374603 (0.22599329203367233) | > loss_disc_real_5: 0.18031589686870575 (0.21142151057720185) | > loss_0: 2.309290885925293 (2.290822172164917) | > loss_gen: 2.4610257148742676 (2.4088231801986693) | > loss_kl: 2.442204475402832 (2.5505974531173705) | > loss_feat: 8.36963176727295 (7.412940454483032) | > loss_mel: 21.057559967041016 (19.419499588012695) | > loss_duration: 2.2919211387634277 (2.2904428243637085) | > loss_1: 36.62234115600586 (34.08230361938477)  --> STEP: 11 | > loss_disc: 2.411508798599243 (2.3017936836589468) | > loss_disc_real_0: 0.06922443956136703 (0.07325290346687491) | > loss_disc_real_1: 0.2873786687850952 (0.2539033212444999) | > loss_disc_real_2: 0.20434486865997314 (0.21034557981924576) | > loss_disc_real_3: 0.2526184916496277 (0.23898435045372357) | > loss_disc_real_4: 0.2605383098125458 (0.2291337481953881) | > loss_disc_real_5: 0.2678307592868805 (0.21654962409626355) | > loss_0: 2.411508798599243 (2.3017936836589468) | > loss_gen: 2.356987476348877 (2.4041108434850518) | > loss_kl: 2.582153081893921 (2.5534661466425117) | > loss_feat: 5.960594654083252 (7.280909018083052) | > loss_mel: 16.160860061645508 (19.123259631070223) | > loss_duration: 2.413957357406616 (2.3016714182767) | > loss_1: 29.474552154541016 (33.66341712258079)  --> STEP: 12 | > loss_disc: 2.1186299324035645 (2.2865300377209983) | > loss_disc_real_0: 0.044014278799295425 (0.07081635141124328) | > loss_disc_real_1: 0.30669260025024414 (0.2583024278283119) | > loss_disc_real_2: 0.23270203173160553 (0.21220861747860909) | > loss_disc_real_3: 0.20170332491397858 (0.23587759832541147) | > loss_disc_real_4: 0.1743413358926773 (0.22456771383682886) | > loss_disc_real_5: 0.18607325851917267 (0.2140099269648393) | > loss_0: 2.1186299324035645 (2.2865300377209983) | > loss_gen: 2.5101330280303955 (2.412946025530497) | > loss_kl: 2.5285353660583496 (2.5513885815938315) | > loss_feat: 7.07758903503418 (7.2639656861623125) | > loss_mel: 18.794517517089844 (19.095864454905193) | > loss_duration: 2.2011146545410156 (2.293291687965393) | > loss_1: 33.11189270019531 (33.61745675404867)  --> STEP: 13 | > loss_disc: 2.2983827590942383 (2.2874417855189395) | > loss_disc_real_0: 0.09177972376346588 (0.0724289185152604) | > loss_disc_real_1: 0.35791391134262085 (0.2659648496371049) | > loss_disc_real_2: 0.1573607176542282 (0.20798954826134902) | > loss_disc_real_3: 0.19118689000606537 (0.23243985153161562) | > loss_disc_real_4: 0.21690315008163452 (0.22397813200950623) | > loss_disc_real_5: 0.12899994850158691 (0.20747069785228142) | > loss_0: 2.2983827590942383 (2.2874417855189395) | > loss_gen: 2.3108325004577637 (2.4050911389864407) | > loss_kl: 2.030850648880005 (2.5113472021543064) | > loss_feat: 6.356204986572266 (7.194137940040002) | > loss_mel: 17.635576248168945 (18.983534592848557) | > loss_duration: 2.1642539501190186 (2.2833657081310568) | > loss_1: 30.497718811035156 (33.3774769122784)  --> STEP: 14 | > loss_disc: 2.573355197906494 (2.307864172118051) | > loss_disc_real_0: 0.08723026514053345 (0.07348615755992276) | > loss_disc_real_1: 0.3258766233921051 (0.27024426204817636) | > loss_disc_real_2: 0.21547885239124298 (0.20852449855634145) | > loss_disc_real_3: 0.2559970021247864 (0.23412250514541352) | > loss_disc_real_4: 0.237826406955719 (0.22496729450566427) | > loss_disc_real_5: 0.26909497380256653 (0.21187243184873036) | > loss_0: 2.573355197906494 (2.307864172118051) | > loss_gen: 2.557255744934082 (2.415960039411272) | > loss_kl: 3.2222111225128174 (2.5621231964656284) | > loss_feat: 9.029947280883789 (7.325267178671701) | > loss_mel: 21.047380447387695 (19.13095215388707) | > loss_duration: 2.330471992492676 (2.2867304427283153) | > loss_1: 38.18726348876953 (33.72103309631348)  --> STEP: 15 | > loss_disc: 2.58225679397583 (2.326157013575236) | > loss_disc_real_0: 0.1176094338297844 (0.07642770931124687) | > loss_disc_real_1: 0.33611875772476196 (0.27463589509328207) | > loss_disc_real_2: 0.23558387160301208 (0.21032845675945283) | > loss_disc_real_3: 0.24585987627506256 (0.2349049965540568) | > loss_disc_real_4: 0.23698602616786957 (0.22576854328314463) | > loss_disc_real_5: 0.23613835871219635 (0.21349016030629475) | > loss_0: 2.58225679397583 (2.326157013575236) | > loss_gen: 2.297058343887329 (2.408033259709676) | > loss_kl: 3.245459794998169 (2.6076789697011313) | > loss_feat: 7.315953254699707 (7.324646250406901) | > loss_mel: 21.205812454223633 (19.269276173909507) | > loss_duration: 2.3068792819976807 (2.288073698679606) | > loss_1: 36.37116622924805 (33.897708638509116)  --> STEP: 16 | > loss_disc: 2.595743417739868 (2.3430061638355255) | > loss_disc_real_0: 0.12410707026720047 (0.07940766937099397) | > loss_disc_real_1: 0.3254108130931854 (0.277809327468276) | > loss_disc_real_2: 0.21112196147441864 (0.21037805080413818) | > loss_disc_real_3: 0.26656073331832886 (0.2368834801018238) | > loss_disc_real_4: 0.2519376873970032 (0.2274041147902608) | > loss_disc_real_5: 0.2777000367641449 (0.2175032775849104) | > loss_0: 2.595743417739868 (2.3430061638355255) | > loss_gen: 2.416724681854248 (2.408576473593712) | > loss_kl: 2.7153234481811523 (2.6144067496061325) | > loss_feat: 6.814228057861328 (7.292745113372803) | > loss_mel: 15.497034072875977 (19.03351104259491) | > loss_duration: 2.3261265754699707 (2.290452003479004) | > loss_1: 29.76943588256836 (33.63969159126282)  --> STEP: 17 | > loss_disc: 2.5180914402008057 (2.3533052977393654) | > loss_disc_real_0: 0.03422598913311958 (0.07674992347464842) | > loss_disc_real_1: 0.2904180884361267 (0.2785510192899143) | > loss_disc_real_2: 0.186336487531662 (0.20896384119987488) | > loss_disc_real_3: 0.2244166135787964 (0.23615013501223395) | > loss_disc_real_4: 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(19.00393245094701) | > loss_duration: 2.283350706100464 (2.2949498076187935) | > loss_1: 29.414945602416992 (33.48809784337094)  --> STEP: 20 | > loss_disc: 2.3863165378570557 (2.3721237659454344) | > loss_disc_real_0: 0.06457214057445526 (0.0789724424481392) | > loss_disc_real_1: 0.2273084670305252 (0.28386195376515394) | > loss_disc_real_2: 0.24168804287910461 (0.21425045952200888) | > loss_disc_real_3: 0.27965739369392395 (0.24225016981363295) | > loss_disc_real_4: 0.21020685136318207 (0.23301343619823456) | > loss_disc_real_5: 0.23105672001838684 (0.22110312208533286) | > loss_0: 2.3863165378570557 (2.3721237659454344) | > loss_gen: 2.3428125381469727 (2.402736151218414) | > loss_kl: 1.6420196294784546 (2.4378737211227417) | > loss_feat: 6.887787342071533 (7.282775902748108) | > loss_mel: 17.120115280151367 (18.909741592407226) | > loss_duration: 2.3103740215301514 (2.2957210183143615) | > loss_1: 30.3031063079834 (33.32884826660156)  --> STEP: 21 | > loss_disc: 2.1395413875579834 (2.3610484145936512) | > loss_disc_real_0: 0.06918468326330185 (0.07850635867743265) | > loss_disc_real_1: 0.25480636954307556 (0.2824783545164835) | > loss_disc_real_2: 0.19737976789474487 (0.21344709325404393) | > loss_disc_real_3: 0.2471245974302292 (0.24248228541442327) | > loss_disc_real_4: 0.25238922238349915 (0.23393609268324717) | > loss_disc_real_5: 0.20796483755111694 (0.22047748948846543) | > loss_0: 2.1395413875579834 (2.3610484145936512) | > loss_gen: 2.728776454925537 (2.4182618799663724) | > loss_kl: 1.8668264150619507 (2.410680992262704) | > loss_feat: 7.2239203453063965 (7.279973257155645) | > loss_mel: 18.24286460876465 (18.877985545567103) | > loss_duration: 2.154609441757202 (2.2890014194306874) | > loss_1: 32.21699523925781 (33.2759028843471)  --> STEP: 22 | > loss_disc: 2.357840061187744 (2.360902580347928) | > loss_disc_real_0: 0.08163387328386307 (0.0786485184322704) | > loss_disc_real_1: 0.294149249792099 (0.2830088497562842) | > loss_disc_real_2: 0.17965056002140045 (0.21191088719801468) | > loss_disc_real_3: 0.20993487536907196 (0.2410028576850891) | > loss_disc_real_4: 0.28817665576934814 (0.23640157282352448) | > loss_disc_real_5: 0.2505790889263153 (0.2218457440083677) | > loss_0: 2.357840061187744 (2.360902580347928) | > loss_gen: 2.4341607093811035 (2.4189845540306787) | > loss_kl: 2.1047935485839844 (2.396777017550035) | > loss_feat: 5.793612957000732 (7.212411425330422) | > loss_mel: 18.5656681060791 (18.86378929831765) | > loss_duration: 2.176426649093628 (2.2838843844153662) | > loss_1: 31.074661254882812 (33.17584644664418)  --> STEP: 23 | > loss_disc: 2.657731533050537 (2.373808186987172) | > loss_disc_real_0: 0.09310226887464523 (0.07927694236454756) | > loss_disc_real_1: 0.2972230911254883 (0.2836268602505974) | > loss_disc_real_2: 0.29049259424209595 (0.215327483156453) | > loss_disc_real_3: 0.255589097738266 (0.24163704203522723) | > loss_disc_real_4: 0.30487123131752014 (0.23937851449717645) | > loss_disc_real_5: 0.3034994602203369 (0.22539590558280115) | > loss_0: 2.657731533050537 (2.373808186987172) | > loss_gen: 2.231337070465088 (2.4108259677886967) | > loss_kl: 2.3780033588409424 (2.395960771519205) | > loss_feat: 5.806137561798096 (7.151269083437712) | > loss_mel: 18.272199630737305 (18.83806800842285) | > loss_duration: 2.251739978790283 (2.2824868015621016) | > loss_1: 30.939416885375977 (33.07861037876295)  --> STEP: 24 | > loss_disc: 2.5140974521636963 (2.379653573036194) | > loss_disc_real_0: 0.12968331575393677 (0.08137720792243879) | > loss_disc_real_1: 0.25331124663352966 (0.2823637096832196) | > loss_disc_real_2: 0.2703126072883606 (0.2176185299952825) | > loss_disc_real_3: 0.28281739354133606 (0.24335289001464844) | > loss_disc_real_4: 0.23979400098323822 (0.2393958264340957) | > loss_disc_real_5: 0.2612038254737854 (0.2268879022449255) | > loss_0: 2.5140974521636963 (2.379653573036194) | > loss_gen: 2.364671230316162 (2.408902853727341) | > loss_kl: 2.4587106704711914 (2.3985753506422047) | > loss_feat: 5.715029239654541 (7.091425756613414) | > loss_mel: 17.993541717529297 (18.802879412968952) | > loss_duration: 2.427372455596924 (2.2885237038135524) | > loss_1: 30.959325790405273 (32.990306854248054)  --> STEP: 25 | > loss_disc: 2.5661139488220215 (2.387111988067627) | > loss_disc_real_0: 0.1113680750131607 (0.08257684260606765) | > loss_disc_real_1: 0.31941157579421997 (0.2838456243276596) | > loss_disc_real_2: 0.2581225633621216 (0.21923869132995605) | > loss_disc_real_3: 0.29163962602615356 (0.24528435945510865) | > loss_disc_real_4: 0.2759130895137787 (0.24085651695728302) | > loss_disc_real_5: 0.26589563488960266 (0.2284482115507126) | > loss_0: 2.5661139488220215 (2.387111988067627) | > loss_gen: 2.5144453048706055 (2.413124551773072) | > loss_kl: 2.7735562324523926 (2.4135745859146125) | > loss_feat: 6.69430685043335 (7.075541000366211) | > loss_mel: 18.304445266723633 (18.78294204711914) | > loss_duration: 2.3303656578063965 (2.290197381973266) | > loss_1: 32.61711883544922 (32.9753793334961)  --> STEP: 26 | > loss_disc: 2.202260732650757 (2.3800023243977475) | > loss_disc_real_0: 0.11888996511697769 (0.08397350116417958) | > loss_disc_real_1: 0.17472776770591736 (0.27964878368836177) | > loss_disc_real_2: 0.1613929271697998 (0.2170138542468731) | > loss_disc_real_3: 0.22362877428531647 (0.24445145233319357) | > loss_disc_real_4: 0.18267567455768585 (0.2386187922496062) | > loss_disc_real_5: 0.21577692031860352 (0.22796085419563147) | > loss_0: 2.202260732650757 (2.3800023243977475) | > loss_gen: 2.2962138652801514 (2.4086279869079594) | > loss_kl: 2.3681676387786865 (2.411828164870923) | > loss_feat: 10.676528930664062 (7.214040536146897) | > loss_mel: 21.1992130279541 (18.875875546382023) | > loss_duration: 2.2985739707946777 (2.2905195584663973) | > loss_1: 38.83869934082031 (33.20089164147011) --> EVAL PERFORMANCE | > avg_loader_time: 0.002466256801898663 (+2.4263675396258514e-05) | > avg_loss_disc: 2.3800023243977475 (-0.0006121488717885093) | > avg_loss_disc_real_0: 0.08397350116417958 (-0.0660282682914) | > avg_loss_disc_real_1: 0.27964878368836177 (+0.12052470273696453) | > avg_loss_disc_real_2: 0.2170138542468731 (+0.04411516166650331) | > avg_loss_disc_real_3: 0.24445145233319357 (+0.03794775845912787) | > avg_loss_disc_real_4: 0.2386187922496062 (+0.006949460850312145) | > avg_loss_disc_real_5: 0.22796085419563147 (+0.018166119089493393) | > avg_loss_0: 2.3800023243977475 (-0.0006121488717885093) | > avg_loss_gen: 2.4086279869079594 (+0.12422478657502456) | > avg_loss_kl: 2.411828164870923 (-0.023529593761149936) | > avg_loss_feat: 7.214040536146897 (-0.24521059256333633) | > avg_loss_mel: 18.875875546382023 (+0.6927539752079923) | > avg_loss_duration: 2.2905195584663973 (+0.006991954950185342) | > avg_loss_1: 33.20089164147011 (+0.5552300673264696)  > EPOCH: 285/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:29:21)   --> TIME: 2024-06-11 03:29:31 -- STEP: 24/330 -- GLOBAL_STEP: 182075 | > loss_disc: 2.308901309967041 (2.3244935174783072) | > loss_disc_real_0: 0.09379461407661438 (0.11044035417338212) | > loss_disc_real_1: 0.20663228631019592 (0.2040576133877039) | > loss_disc_real_2: 0.2220630794763565 (0.2151393461972475) | > loss_disc_real_3: 0.20845367014408112 (0.22734342950085798) | > loss_disc_real_4: 0.21151423454284668 (0.22311882053812346) | > loss_disc_real_5: 0.19864416122436523 (0.2187050711363554) | > loss_0: 2.308901309967041 (2.3244935174783072) | > grad_norm_0: tensor(12.0600, device='cuda:0') (tensor(8.6608, device='cuda:0')) | > loss_gen: 2.427173376083374 (2.504065036773682) | > loss_kl: 1.7861239910125732 (1.7567845185597737) | > loss_feat: 7.780334949493408 (7.159425735473633) | > loss_mel: 18.638816833496094 (18.685969273249306) | > loss_duration: 2.0321133136749268 (2.111585160096486) | > loss_1: 32.6645622253418 (32.21782946586609) | > grad_norm_1: tensor(172.5660, device='cuda:0') (tensor(116.0774, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3426 (0.35253701607386273) | > loader_time: 0.0032 (0.0032067100207010904)  --> TIME: 2024-06-11 03:29:40 -- STEP: 49/330 -- GLOBAL_STEP: 182100 | > loss_disc: 2.249091625213623 (2.323807390368714) | > loss_disc_real_0: 0.10631930828094482 (0.11041236106230289) | > loss_disc_real_1: 0.21590839326381683 (0.2008627531479816) | > loss_disc_real_2: 0.24600055813789368 (0.21408690360127663) | > loss_disc_real_3: 0.19500014185905457 (0.2273625555087109) | > loss_disc_real_4: 0.19248716533184052 (0.22509497829845973) | > loss_disc_real_5: 0.19246220588684082 (0.21764046714013938) | > loss_0: 2.249091625213623 (2.323807390368714) | > grad_norm_0: tensor(20.0334, device='cuda:0') (tensor(10.1824, device='cuda:0')) | > loss_gen: 2.6605992317199707 (2.5098152306615096) | > loss_kl: 1.7349125146865845 (1.783773018389332) | > loss_feat: 7.526641845703125 (7.222445147378104) | > loss_mel: 18.414602279663086 (18.728951551476303) | > loss_duration: 1.9957237243652344 (2.067394803981392) | > loss_1: 32.332481384277344 (32.31237979811067) | > grad_norm_1: tensor(317.3831, device='cuda:0') (tensor(136.3696, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3619 (0.3558361141049131) | > loader_time: 0.0036 (0.0033763184839365433)  --> TIME: 2024-06-11 03:29:49 -- STEP: 74/330 -- GLOBAL_STEP: 182125 | > loss_disc: 2.2692229747772217 (2.3241145675246773) | > loss_disc_real_0: 0.09519638121128082 (0.11171565819028262) | > loss_disc_real_1: 0.17322474718093872 (0.20031432585941777) | > loss_disc_real_2: 0.2206062376499176 (0.21347548631397453) | > loss_disc_real_3: 0.2234746366739273 (0.22696678823715932) | > loss_disc_real_4: 0.23838570713996887 (0.22648358506125374) | > loss_disc_real_5: 0.1919972449541092 (0.21684515597047033) | > loss_0: 2.2692229747772217 (2.3241145675246773) | > grad_norm_0: tensor(12.2282, device='cuda:0') (tensor(11.5745, device='cuda:0')) | > loss_gen: 2.58209490776062 (2.5166175719853996) | > loss_kl: 2.0675740242004395 (1.8072242736816406) | > loss_feat: 7.517751693725586 (7.281639595289488) | > loss_mel: 19.174983978271484 (18.70397163081813) | > loss_duration: 1.9466326236724854 (2.049157809566807) | > loss_1: 33.28903579711914 (32.358610977997664) | > grad_norm_1: tensor(214.1911, device='cuda:0') (tensor(162.6180, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3603 (0.35771048069000244) | > loader_time: 0.0036 (0.0035077011263048327)  --> TIME: 2024-06-11 03:29:58 -- STEP: 99/330 -- GLOBAL_STEP: 182150 | > loss_disc: 2.2473132610321045 (2.3202378629433973) | > loss_disc_real_0: 0.06752052903175354 (0.11129432841382846) | > loss_disc_real_1: 0.18050706386566162 (0.20006611280971098) | > loss_disc_real_2: 0.19251708686351776 (0.21227185819486175) | > loss_disc_real_3: 0.22782161831855774 (0.22684671963104094) | > loss_disc_real_4: 0.23583272099494934 (0.22545938043281286) | > loss_disc_real_5: 0.23079805076122284 (0.2165298865299032) | > loss_0: 2.2473132610321045 (2.3202378629433973) | > grad_norm_0: tensor(30.9000, device='cuda:0') (tensor(12.6514, device='cuda:0')) | > loss_gen: 2.5541415214538574 (2.5190871652930684) | > loss_kl: 1.7500693798065186 (1.8136650805521493) | > loss_feat: 7.1995673179626465 (7.2726713190175065) | > loss_mel: 18.480981826782227 (18.651679337626753) | > loss_duration: 2.0551533699035645 (2.0458633430076367) | > loss_1: 32.039913177490234 (32.302966243088854) | > grad_norm_1: tensor(260.1168, device='cuda:0') (tensor(175.0241, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3706 (0.3591005585410379) | > loader_time: 0.0038 (0.003630968055339775)  --> TIME: 2024-06-11 03:30:08 -- STEP: 124/330 -- GLOBAL_STEP: 182175 | > loss_disc: 2.388444662094116 (2.319577911207752) | > loss_disc_real_0: 0.09484749287366867 (0.11134729985027544) | > loss_disc_real_1: 0.20106808841228485 (0.20002553780232704) | > loss_disc_real_2: 0.19846318662166595 (0.21265538108925666) | > loss_disc_real_3: 0.19764497876167297 (0.22673582357745017) | > loss_disc_real_4: 0.20528757572174072 (0.22487160046735116) | > loss_disc_real_5: 0.19346804916858673 (0.2168844882999697) | > loss_0: 2.388444662094116 (2.319577911207752) | > grad_norm_0: tensor(25.6013, device='cuda:0') (tensor(14.7980, device='cuda:0')) | > loss_gen: 2.3255293369293213 (2.5283473480132326) | > loss_kl: 1.9184831380844116 (1.8245843677751479) | > loss_feat: 7.386599540710449 (7.28480605540737) | > loss_mel: 18.930660247802734 (18.63647997763849) | > loss_duration: 2.0677711963653564 (2.0464174564807647) | > loss_1: 32.62904357910156 (32.320635103410275) | > grad_norm_1: tensor(332.1992, device='cuda:0') (tensor(199.3448, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3675 (0.36106248055734946) | > loader_time: 0.0041 (0.0037438696430575464)  --> TIME: 2024-06-11 03:30:17 -- STEP: 149/330 -- GLOBAL_STEP: 182200 | > loss_disc: 2.36285662651062 (2.3237121185200325) | > loss_disc_real_0: 0.06868882477283478 (0.11178689215007244) | > loss_disc_real_1: 0.20103508234024048 (0.20089288305916245) | > loss_disc_real_2: 0.2138383537530899 (0.21251896163761216) | > loss_disc_real_3: 0.22372034192085266 (0.22698620131751834) | > loss_disc_real_4: 0.2635860741138458 (0.22550373169399748) | > loss_disc_real_5: 0.2305702120065689 (0.2161888148160589) | > loss_0: 2.36285662651062 (2.3237121185200325) | > grad_norm_0: tensor(35.2665, device='cuda:0') (tensor(16.0440, device='cuda:0')) | > loss_gen: 2.5644965171813965 (2.5220748002097118) | > loss_kl: 1.8604573011398315 (1.8258093467494785) | > loss_feat: 6.712615966796875 (7.264112802159866) | > loss_mel: 18.57854652404785 (18.628081660942744) | > loss_duration: 2.0592708587646484 (2.0489086424744367) | > loss_1: 31.775386810302734 (32.28898723013448) | > grad_norm_1: tensor(267.2460, device='cuda:0') (tensor(210.3499, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3792 (0.36359305349772414) | > loader_time: 0.0043 (0.0038302024738900613)  --> TIME: 2024-06-11 03:30:27 -- STEP: 174/330 -- GLOBAL_STEP: 182225 | > loss_disc: 2.464207649230957 (2.32618519492533) | > loss_disc_real_0: 0.1454627811908722 (0.1129558908528295) | > loss_disc_real_1: 0.19057846069335938 (0.20115062543030443) | > loss_disc_real_2: 0.2205551117658615 (0.21340639914931922) | > loss_disc_real_3: 0.25423023104667664 (0.22687919720493513) | > loss_disc_real_4: 0.23971593379974365 (0.22503784838421592) | > loss_disc_real_5: 0.2333429455757141 (0.2158372384207002) | > loss_0: 2.464207649230957 (2.32618519492533) | > grad_norm_0: tensor(5.4036, device='cuda:0') (tensor(18.3843, device='cuda:0')) | > loss_gen: 2.5763516426086426 (2.5267593422155272) | > loss_kl: 1.8667839765548706 (1.830511587104578) | > loss_feat: 6.612948894500732 (7.2658182040028185) | > loss_mel: 18.219738006591797 (18.597879727681473) | > loss_duration: 2.136504650115967 (2.053006186567503) | > loss_1: 31.41232681274414 (32.27397499961414) | > grad_norm_1: tensor(309.7688, device='cuda:0') (tensor(225.3223, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3844 (0.36638181785057333) | > loader_time: 0.0044 (0.003950905525821379)  --> TIME: 2024-06-11 03:30:37 -- STEP: 199/330 -- GLOBAL_STEP: 182250 | > loss_disc: 2.612259864807129 (2.3262053159014053) | > loss_disc_real_0: 0.17344561219215393 (0.11305862695128474) | > loss_disc_real_1: 0.2442692071199417 (0.2016796625439246) | > loss_disc_real_2: 0.25517240166664124 (0.2136448269812905) | > loss_disc_real_3: 0.2695702016353607 (0.22678790020583264) | > loss_disc_real_4: 0.26846328377723694 (0.22526994894197838) | > loss_disc_real_5: 0.26567286252975464 (0.21554102467831654) | > loss_0: 2.612259864807129 (2.3262053159014053) | > grad_norm_0: tensor(59.9212, device='cuda:0') (tensor(20.6999, device='cuda:0')) | > loss_gen: 2.4307861328125 (2.54071833140886) | > loss_kl: 1.8585511445999146 (1.8324665993302311) | > loss_feat: 6.331531047821045 (7.298219582543301) | > loss_mel: 18.164255142211914 (18.570238036725982) | > loss_duration: 2.160949945449829 (2.060037659041246) | > loss_1: 30.946073532104492 (32.301680167116714) | > grad_norm_1: tensor(195.8276, device='cuda:0') (tensor(238.7648, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3983 (0.36976486234808686) | > loader_time: 0.0049 (0.004083992847845183)  --> TIME: 2024-06-11 03:30:48 -- STEP: 224/330 -- GLOBAL_STEP: 182275 | > loss_disc: 2.2889034748077393 (2.3237951791712206) | > loss_disc_real_0: 0.09256398677825928 (0.11194343667011708) | > loss_disc_real_1: 0.17755483090877533 (0.2009981147545789) | > loss_disc_real_2: 0.24035054445266724 (0.21393399432833707) | > loss_disc_real_3: 0.20365561544895172 (0.22657083340787462) | > loss_disc_real_4: 0.2179805338382721 (0.22529784490221313) | > loss_disc_real_5: 0.22498364746570587 (0.21639428094827703) | > loss_0: 2.2889034748077393 (2.3237951791712206) | > grad_norm_0: tensor(18.8750, device='cuda:0') (tensor(22.2465, device='cuda:0')) | > loss_gen: 2.5937650203704834 (2.5466629660555293) | > loss_kl: 1.9341422319412231 (1.8345359633011478) | > loss_feat: 8.13546085357666 (7.317026868462563) | > loss_mel: 19.02511978149414 (18.54608045305523) | > loss_duration: 2.1581432819366455 (2.0663428907947874) | > loss_1: 33.84663009643555 (32.31064912251063) | > grad_norm_1: tensor(84.4296, device='cuda:0') (tensor(249.6676, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.3962 (0.37396983270134243) | > loader_time: 0.0053 (0.004224247166088648)  --> TIME: 2024-06-11 03:30:58 -- STEP: 249/330 -- GLOBAL_STEP: 182300 | > loss_disc: 2.4059669971466064 (2.325556559735033) | > loss_disc_real_0: 0.08053947985172272 (0.11345381372006064) | > loss_disc_real_1: 0.21033650636672974 (0.2006811255432037) | > loss_disc_real_2: 0.1936310976743698 (0.21382788368257652) | > loss_disc_real_3: 0.252010315656662 (0.2269115261883142) | > loss_disc_real_4: 0.24137599766254425 (0.22505221770231024) | > loss_disc_real_5: 0.2256816029548645 (0.21602738867083707) | > loss_0: 2.4059669971466064 (2.325556559735033) | > grad_norm_0: tensor(48.3206, device='cuda:0') (tensor(23.9453, device='cuda:0')) | > loss_gen: 2.3944852352142334 (2.543899998607406) | > loss_kl: 1.882665991783142 (1.8375368984827556) | > loss_feat: 7.164304256439209 (7.305553480324496) | > loss_mel: 18.818172454833984 (18.504388694303568) | > loss_duration: 2.1327500343322754 (2.0739315154562035) | > loss_1: 32.39237976074219 (32.265310524936645) | > grad_norm_1: tensor(343.9001, device='cuda:0') (tensor(261.4970, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.4057 (0.3785498161392518) | > loader_time: 0.0064 (0.004375191577467094)  --> TIME: 2024-06-11 03:31:10 -- STEP: 274/330 -- GLOBAL_STEP: 182325 | > loss_disc: 2.4579520225524902 (2.325153377804442) | > loss_disc_real_0: 0.14905905723571777 (0.11394808546089343) | > loss_disc_real_1: 0.1842527985572815 (0.20083105025717812) | > loss_disc_real_2: 0.2206779420375824 (0.21373462845591734) | > loss_disc_real_3: 0.2416025847196579 (0.2268136715801963) | > loss_disc_real_4: 0.21994562447071075 (0.22504658697947968) | > loss_disc_real_5: 0.2562955915927887 (0.2160196627361061) | > loss_0: 2.4579520225524902 (2.325153377804442) | > grad_norm_0: tensor(20.9469, device='cuda:0') (tensor(24.0781, device='cuda:0')) | > loss_gen: 2.329379081726074 (2.543405889594642) | > loss_kl: 1.9515401124954224 (1.8436603019707394) | > loss_feat: 6.594265937805176 (7.324238557885163) | > loss_mel: 17.373750686645508 (18.465086289565914) | > loss_duration: 2.159471035003662 (2.0814089570602365) | > loss_1: 30.40840721130371 (32.257799900361206) | > grad_norm_1: tensor(481.8723, device='cuda:0') (tensor(268.2946, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.4524 (0.38429054639635307) | > loader_time: 0.0066 (0.004538582189239724)  --> TIME: 2024-06-11 03:31:21 -- STEP: 299/330 -- GLOBAL_STEP: 182350 | > loss_disc: 2.340822696685791 (2.3272099781993236) | > loss_disc_real_0: 0.12305663526058197 (0.11485704721066864) | > loss_disc_real_1: 0.17560450732707977 (0.20089695171568303) | > loss_disc_real_2: 0.21946153044700623 (0.2137058483418015) | > loss_disc_real_3: 0.23128481209278107 (0.22685170318171333) | > loss_disc_real_4: 0.2409222424030304 (0.22492565513653898) | > loss_disc_real_5: 0.2363366186618805 (0.21580063962816792) | > loss_0: 2.340822696685791 (2.3272099781993236) | > grad_norm_0: tensor(7.2836, device='cuda:0') (tensor(23.5308, device='cuda:0')) | > loss_gen: 2.4138667583465576 (2.538290290928207) | > loss_kl: 1.9015371799468994 (1.8494970128687729) | > loss_feat: 6.924577713012695 (7.330789503843888) | > loss_mel: 17.61020278930664 (18.437859072733076) | > loss_duration: 2.2459144592285156 (2.0907837766468735) | > loss_1: 31.096097946166992 (32.24721953860889) | > grad_norm_1: tensor(209.7400, device='cuda:0') (tensor(261.9244, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.4604 (0.390625320549394) | > loader_time: 0.0076 (0.004732909409896186)  --> TIME: 2024-06-11 03:31:35 -- STEP: 324/330 -- GLOBAL_STEP: 182375 | > loss_disc: 2.3642804622650146 (2.329916291766696) | > loss_disc_real_0: 0.11775481700897217 (0.11607347427648895) | > loss_disc_real_1: 0.19996362924575806 (0.20115544026096657) | > loss_disc_real_2: 0.25324952602386475 (0.21371538224227635) | > loss_disc_real_3: 0.2511962950229645 (0.2266584832083296) | > loss_disc_real_4: 0.2670961320400238 (0.22480477756004275) | > loss_disc_real_5: 0.2396717369556427 (0.215941935547708) | > loss_0: 2.3642804622650146 (2.329916291766696) | > grad_norm_0: tensor(10.9263, device='cuda:0') (tensor(23.4371, device='cuda:0')) | > loss_gen: 2.577775478363037 (2.5350449166180193) | > loss_kl: 2.1113922595977783 (1.8540574661743494) | > loss_feat: 10.781620025634766 (7.3807117070680786) | > loss_mel: 18.889909744262695 (18.399119795104596) | > loss_duration: 2.2902212142944336 (2.1042206475028293) | > loss_1: 36.650917053222656 (32.27315445299498) | > grad_norm_1: tensor(295.8381, device='cuda:0') (tensor(265.1617, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.5928 (0.402298253259541) | > loader_time: 0.0093 (0.005003299978044298)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.760155200958252 (2.760155200958252) | > loss_disc_real_0: 0.11772111058235168 (0.11772111058235168) | > loss_disc_real_1: 0.21328450739383698 (0.21328450739383698) | > loss_disc_real_2: 0.31471532583236694 (0.31471532583236694) | > loss_disc_real_3: 0.2787933349609375 (0.2787933349609375) | > loss_disc_real_4: 0.2939186096191406 (0.2939186096191406) | > loss_disc_real_5: 0.3848090171813965 (0.3848090171813965) | > loss_0: 2.760155200958252 (2.760155200958252) | > loss_gen: 2.2175819873809814 (2.2175819873809814) | > loss_kl: 2.2243099212646484 (2.2243099212646484) | > loss_feat: 4.322704792022705 (4.322704792022705) | > loss_mel: 14.809755325317383 (14.809755325317383) | > loss_duration: 2.9557137489318848 (2.9557137489318848) | > loss_1: 26.530065536499023 (26.530065536499023)  --> STEP: 1 | > loss_disc: 2.2917370796203613 (2.2917370796203613) | > loss_disc_real_0: 0.05622321739792824 (0.05622321739792824) | > loss_disc_real_1: 0.15580661594867706 (0.15580661594867706) | > loss_disc_real_2: 0.18165139853954315 (0.18165139853954315) | > loss_disc_real_3: 0.2635761499404907 (0.2635761499404907) | > loss_disc_real_4: 0.266053706407547 (0.266053706407547) | > loss_disc_real_5: 0.26291126012802124 (0.26291126012802124) | > loss_0: 2.2917370796203613 (2.2917370796203613) | > loss_gen: 2.4587419033050537 (2.4587419033050537) | > loss_kl: 2.734304428100586 (2.734304428100586) | > loss_feat: 6.960270881652832 (6.960270881652832) | > loss_mel: 19.515888214111328 (19.515888214111328) | > loss_duration: 2.3784637451171875 (2.3784637451171875) | > loss_1: 34.04766845703125 (34.04766845703125)  --> STEP: 2 | > loss_disc: 2.387765407562256 (2.3397512435913086) | > loss_disc_real_0: 0.08988304436206818 (0.07305313087999821) | > loss_disc_real_1: 0.1333240568637848 (0.14456533640623093) | > loss_disc_real_2: 0.20736147463321686 (0.19450643658638) | > loss_disc_real_3: 0.25119179487228394 (0.25738397240638733) | > loss_disc_real_4: 0.25784897804260254 (0.26195134222507477) | > loss_disc_real_5: 0.2357584685087204 (0.24933486431837082) | > loss_0: 2.387765407562256 (2.3397512435913086) | > loss_gen: 2.3527138233184814 (2.4057278633117676) | > loss_kl: 2.0171635150909424 (2.375733971595764) | > loss_feat: 6.652152061462402 (6.806211471557617) | > loss_mel: 19.639066696166992 (19.57747745513916) | > loss_duration: 2.472433567047119 (2.4254486560821533) | > loss_1: 33.13352966308594 (33.590599060058594)  --> STEP: 3 | > loss_disc: 2.069074869155884 (2.249525785446167) | > loss_disc_real_0: 0.058566104620695114 (0.06822412212689717) | > loss_disc_real_1: 0.13164827227592468 (0.1402596483627955) | > loss_disc_real_2: 0.12579283118247986 (0.1716019014517466) | > loss_disc_real_3: 0.2325708419084549 (0.2491129289070765) | > loss_disc_real_4: 0.2052597999572754 (0.24305416146914163) | > loss_disc_real_5: 0.1893935352563858 (0.22935442129770914) | > loss_0: 2.069074869155884 (2.249525785446167) | > loss_gen: 2.480647563934326 (2.4307010968526206) | > loss_kl: 2.7866456508636475 (2.512704531351725) | > loss_feat: 7.78991174697876 (7.134111563364665) | > loss_mel: 19.239511489868164 (19.46482213338216) | > loss_duration: 2.232131004333496 (2.361009438832601) | > loss_1: 34.528846740722656 (33.90334828694662)  --> STEP: 4 | > loss_disc: 2.481125831604004 (2.307425796985626) | > loss_disc_real_0: 0.09395167231559753 (0.07465600967407227) | > loss_disc_real_1: 0.20503880083560944 (0.156454436480999) | > loss_disc_real_2: 0.20212213695049286 (0.17923196032643318) | > loss_disc_real_3: 0.3046284317970276 (0.2629918046295643) | > loss_disc_real_4: 0.25761380791664124 (0.24669407308101654) | > loss_disc_real_5: 0.2568158805370331 (0.23621978610754013) | > loss_0: 2.481125831604004 (2.307425796985626) | > loss_gen: 2.2791249752044678 (2.3928070664405823) | > loss_kl: 3.3565211296081543 (2.7236586809158325) | > loss_feat: 5.643431186676025 (6.761441469192505) | > loss_mel: 20.056964874267578 (19.612857818603516) | > loss_duration: 2.259047031402588 (2.3355188369750977) | > loss_1: 33.595088958740234 (33.82628345489502)  --> STEP: 5 | > loss_disc: 2.288968563079834 (2.3037343502044676) | > loss_disc_real_0: 0.11899758875370026 (0.08352432548999786) | > loss_disc_real_1: 0.19849251210689545 (0.16486205160617828) | > loss_disc_real_2: 0.19491201639175415 (0.18236797153949738) | > loss_disc_real_3: 0.23181113600730896 (0.2567556709051132) | > loss_disc_real_4: 0.23570866882801056 (0.24449699223041535) | > loss_disc_real_5: 0.2621173858642578 (0.24139930605888366) | > loss_0: 2.288968563079834 (2.3037343502044676) | > loss_gen: 2.6642651557922363 (2.4470986843109133) | > loss_kl: 2.3918378353118896 (2.657294511795044) | > loss_feat: 6.111251354217529 (6.63140344619751) | > loss_mel: 19.534099578857422 (19.597106170654296) | > loss_duration: 2.376554012298584 (2.343725872039795) | > loss_1: 33.078006744384766 (33.67662811279297)  --> STEP: 6 | > loss_disc: 2.3044488430023193 (2.303853432337443) | > loss_disc_real_0: 0.050377845764160156 (0.07799991220235825) | > loss_disc_real_1: 0.1325637400150299 (0.15947899967432022) | > loss_disc_real_2: 0.21918967366218567 (0.18850492189327875) | > loss_disc_real_3: 0.2116519808769226 (0.2492383892337481) | > loss_disc_real_4: 0.2241443246603012 (0.24110488096872965) | > loss_disc_real_5: 0.19135230779647827 (0.2330581396818161) | > loss_0: 2.3044488430023193 (2.303853432337443) | > loss_gen: 2.085390567779541 (2.386813998222351) | > loss_kl: 2.0621871948242188 (2.5581099589665732) | > loss_feat: 6.273611545562744 (6.571771462758382) | > loss_mel: 19.53780746459961 (19.587223052978516) | > loss_duration: 2.1374921798706055 (2.3093535900115967) | > loss_1: 32.09648895263672 (33.41327158610026)  --> STEP: 7 | > loss_disc: 2.592498302459717 (2.345088413783482) | > loss_disc_real_0: 0.0820455551147461 (0.07857786118984222) | > loss_disc_real_1: 0.1637139618396759 (0.16008399426937103) | > loss_disc_real_2: 0.22019588947296143 (0.19303220297609056) | > loss_disc_real_3: 0.26608532667160034 (0.25164509458201273) | > loss_disc_real_4: 0.31623679399490356 (0.25183801140104023) | > loss_disc_real_5: 0.27352628111839294 (0.23883930274418422) | > loss_0: 2.592498302459717 (2.345088413783482) | > loss_gen: 2.1039509773254395 (2.346404995237078) | > loss_kl: 3.2594192028045654 (2.658296993800572) | > loss_feat: 5.223503589630127 (6.3791617665972025) | > loss_mel: 19.1604061126709 (19.526249204363143) | > loss_duration: 2.5035698413848877 (2.3370987687792097) | > loss_1: 32.250850677490234 (33.24721145629883)  --> STEP: 8 | > loss_disc: 2.4122204780578613 (2.3534799218177795) | > loss_disc_real_0: 0.10572629421949387 (0.08197141531854868) | > loss_disc_real_1: 0.21442973613739014 (0.16687721200287342) | > loss_disc_real_2: 0.22536903619766235 (0.19707430712878704) | > loss_disc_real_3: 0.2640162706375122 (0.25319149158895016) | > loss_disc_real_4: 0.17993785440921783 (0.24285049177706242) | > loss_disc_real_5: 0.17888076603412628 (0.23134448565542698) | > loss_0: 2.4122204780578613 (2.3534799218177795) | > loss_gen: 2.20113205909729 (2.3282458782196045) | > loss_kl: 2.1412651538848877 (2.5936680138111115) | > loss_feat: 8.697221755981445 (6.668919265270233) | > loss_mel: 15.373583793640137 (19.007166028022766) | > loss_duration: 2.2260658740997314 (2.323219656944275) | > loss_1: 30.63926887512207 (32.92121863365173)  --> STEP: 9 | > loss_disc: 2.0929715633392334 (2.3245345486534967) | > loss_disc_real_0: 0.07560168206691742 (0.08126366717947854) | > loss_disc_real_1: 0.15589195489883423 (0.1656566278802024) | > loss_disc_real_2: 0.22430375218391418 (0.20009980102380118) | > loss_disc_real_3: 0.3126971423625946 (0.25980323056379956) | > loss_disc_real_4: 0.2176588773727417 (0.24005142350991568) | > loss_disc_real_5: 0.24517859518527985 (0.23288160893652174) | > loss_0: 2.0929715633392334 (2.3245345486534967) | > loss_gen: 2.987332344055176 (2.4014777077568903) | > loss_kl: 1.7167197465896606 (2.4962293174531727) | > loss_feat: 10.940643310546875 (7.143555270300971) | > loss_mel: 21.37221908569336 (19.269949701097275) | > loss_duration: 2.0921988487243652 (2.297550678253174) | > loss_1: 39.10911178588867 (33.60876231723361)  --> STEP: 10 | > loss_disc: 2.3362903594970703 (2.325710129737854) | > loss_disc_real_0: 0.18543846905231476 (0.09168114736676217) | > loss_disc_real_1: 0.23180297017097473 (0.17227126210927962) | > loss_disc_real_2: 0.19608613848686218 (0.19969843477010726) | > loss_disc_real_3: 0.24545972049236298 (0.2583688795566559) | > loss_disc_real_4: 0.2611842751502991 (0.242164708673954) | > loss_disc_real_5: 0.3292621970176697 (0.24251966774463654) | > loss_0: 2.3362903594970703 (2.325710129737854) | > loss_gen: 2.784451961517334 (2.4397751331329345) | > loss_kl: 2.0271546840667725 (2.4493218541145323) | > loss_feat: 7.82299280166626 (7.2114990234375) | > loss_mel: 19.80750846862793 (19.32370557785034) | > loss_duration: 2.2923998832702637 (2.2970355987548827) | > loss_1: 34.7345085144043 (33.721336936950685)  --> STEP: 11 | > loss_disc: 2.7667484283447266 (2.365804520520297) | > loss_disc_real_0: 0.1922006458044052 (0.10081928358836607) | > loss_disc_real_1: 0.1955062747001648 (0.17438353598117828) | > loss_disc_real_2: 0.24284595251083374 (0.20362093638290057) | > loss_disc_real_3: 0.2271961271762848 (0.25553499297662213) | > loss_disc_real_4: 0.25932273268699646 (0.24372452903877606) | > loss_disc_real_5: 0.31228137016296387 (0.2488616406917572) | > loss_0: 2.7667484283447266 (2.365804520520297) | > loss_gen: 2.0410163402557373 (2.403524333780462) | > loss_kl: 2.7256762981414795 (2.4744449853897095) | > loss_feat: 5.607085704803467 (7.065643267198042) | > loss_mel: 14.577869415283203 (18.892265926707875) | > loss_duration: 2.4534223079681396 (2.311252572319724) | > loss_1: 27.40506935119629 (33.147130792791195)  --> STEP: 12 | > loss_disc: 2.2831451892852783 (2.358916242917379) | > loss_disc_real_0: 0.12131242454051971 (0.10252704533437888) | > loss_disc_real_1: 0.18643946945667267 (0.17538819710413614) | > loss_disc_real_2: 0.1909959316253662 (0.20256885265310606) | > loss_disc_real_3: 0.22307032346725464 (0.2528296038508415) | > loss_disc_real_4: 0.22624637186527252 (0.2422680159409841) | > loss_disc_real_5: 0.23870566487312317 (0.2480153093735377) | > loss_0: 2.2831451892852783 (2.358916242917379) | > loss_gen: 2.4664835929870605 (2.4087709387143454) | > loss_kl: 2.3018853664398193 (2.460065017143885) | > loss_feat: 7.120170593261719 (7.070187211036682) | > loss_mel: 18.384733200073242 (18.849971532821655) | > loss_duration: 2.207087516784668 (2.302572151025136) | > loss_1: 32.48036193847656 (33.091566721598305)  --> STEP: 13 | > loss_disc: 2.4071691036224365 (2.362628001433152) | > loss_disc_real_0: 0.1724756956100464 (0.10790771074019946) | > loss_disc_real_1: 0.16958996653556824 (0.17494217936809248) | > loss_disc_real_2: 0.21549418568611145 (0.20356310904026031) | > loss_disc_real_3: 0.30000874400138855 (0.2564587684778067) | > loss_disc_real_4: 0.24950431287288666 (0.24282465416651505) | > loss_disc_real_5: 0.2571185529232025 (0.24871555887735808) | > loss_0: 2.4071691036224365 (2.362628001433152) | > loss_gen: 2.2861218452453613 (2.399336393062885) | > loss_kl: 2.4088313579559326 (2.4561239664371195) | > loss_feat: 5.633360862731934 (6.959662107320932) | > loss_mel: 16.14774513244629 (18.64210796356201) | > loss_duration: 2.2079200744628906 (2.2952912220588093) | > loss_1: 28.683979034423828 (32.75252151489258)  --> STEP: 14 | > loss_disc: 2.1499040126800537 (2.347433430807931) | > loss_disc_real_0: 0.08044975996017456 (0.10594642854162625) | > loss_disc_real_1: 0.13184235990047455 (0.17186362083469117) | > loss_disc_real_2: 0.1561773121356964 (0.2001784092613629) | > loss_disc_real_3: 0.20733770728111267 (0.2529501212494714) | > loss_disc_real_4: 0.2372434437274933 (0.2424259962780135) | > loss_disc_real_5: 0.20462298393249512 (0.24556608923843928) | > loss_0: 2.1499040126800537 (2.347433430807931) | > loss_gen: 2.363178014755249 (2.396753651755197) | > loss_kl: 3.0610544681549072 (2.49933328798839) | > loss_feat: 6.584500312805176 (6.932864836284092) | > loss_mel: 20.353404998779297 (18.76434346607753) | > loss_duration: 2.3643600940704346 (2.3002247129167825) | > loss_1: 34.726497650146484 (32.893519810267854)  --> STEP: 15 | > loss_disc: 2.4863710403442383 (2.3566959381103514) | > loss_disc_real_0: 0.1451835334300995 (0.10856223553419113) | > loss_disc_real_1: 0.21944065392017365 (0.17503542304039002) | > loss_disc_real_2: 0.2505165934562683 (0.20353428820768993) | > loss_disc_real_3: 0.20274139940738678 (0.2496028731266658) | > loss_disc_real_4: 0.21715348958969116 (0.24074116249879202) | > loss_disc_real_5: 0.21931637823581696 (0.24381610850493113) | > loss_0: 2.4863710403442383 (2.3566959381103514) | > loss_gen: 2.400449275970459 (2.397000026702881) | > loss_kl: 2.6874754428863525 (2.511876098314921) | > loss_feat: 8.721905708312988 (7.052134227752686) | > loss_mel: 18.053321838378906 (18.716942024230956) | > loss_duration: 2.340372085571289 (2.3029012044270827) | > loss_1: 34.20352554321289 (32.98085352579752)  --> STEP: 16 | > loss_disc: 2.7927937507629395 (2.3839520514011383) | > loss_disc_real_0: 0.059745363891124725 (0.10551118105649948) | > loss_disc_real_1: 0.14103782176971436 (0.17291057296097279) | > loss_disc_real_2: 0.28968656063079834 (0.2089188052341342) | > loss_disc_real_3: 0.3753186762332916 (0.25746011082082987) | > loss_disc_real_4: 0.3888983428478241 (0.2500009862706065) | > loss_disc_real_5: 0.29450657963752747 (0.2469842629507184) | > loss_0: 2.7927937507629395 (2.3839520514011383) | > loss_gen: 2.234910488128662 (2.386869430541992) | > loss_kl: 2.379970073699951 (2.5036319717764854) | > loss_feat: 7.633256912231445 (7.088454395532608) | > loss_mel: 17.949203491210938 (18.668958365917206) | > loss_duration: 2.3638253211975098 (2.3067089617252345) | > loss_1: 32.5611686706543 (32.954623222351074)  --> STEP: 17 | > loss_disc: 2.4412264823913574 (2.3873211355770336) | > loss_disc_real_0: 0.14467541873455048 (0.10781495974344366) | > loss_disc_real_1: 0.19344772398471832 (0.17411864066825194) | > loss_disc_real_2: 0.2719562351703644 (0.2126268893480301) | > loss_disc_real_3: 0.29693251848220825 (0.25978201715385213) | > loss_disc_real_4: 0.2460627257823944 (0.249769323888947) | > loss_disc_real_5: 0.30334344506263733 (0.25029950895730185) | > loss_0: 2.4412264823913574 (2.3873211355770336) | > loss_gen: 2.5430591106414795 (2.3960570587831387) | > loss_kl: 1.764988660812378 (2.460182365249185) | > loss_feat: 5.912689208984375 (7.019291737500359) | > loss_mel: 18.528549194335938 (18.660699002883014) | > loss_duration: 2.420562744140625 (2.313406243043787) | > loss_1: 31.16984748840332 (32.849636414471796)  --> STEP: 18 | > loss_disc: 2.0292508602142334 (2.3674283425013223) | > loss_disc_real_0: 0.062194034457206726 (0.10528046389420827) | > loss_disc_real_1: 0.11984635144472122 (0.1711035134891669) | > loss_disc_real_2: 0.17102886736392975 (0.2103158881266912) | > loss_disc_real_3: 0.17296114563941956 (0.2549586354030503) | > loss_disc_real_4: 0.1586620956659317 (0.24470781120989057) | > loss_disc_real_5: 0.17250840365886688 (0.24597778088516659) | > loss_0: 2.0292508602142334 (2.3674283425013223) | > loss_gen: 2.244394302368164 (2.3876313500934176) | > loss_kl: 2.5116677284240723 (2.4630426632033453) | > loss_feat: 10.794840812683105 (7.229044463899401) | > loss_mel: 18.377105712890625 (18.64494382010566) | > loss_duration: 2.2625417709350586 (2.3105804390377465) | > loss_1: 36.1905517578125 (33.035242822435166)  --> STEP: 19 | > loss_disc: 2.7840964794158936 (2.3893582444441948) | > loss_disc_real_0: 0.18435801565647125 (0.10944244030274843) | > loss_disc_real_1: 0.24193401634693146 (0.17483143469220713) | > loss_disc_real_2: 0.2781716585159302 (0.21388724446296692) | > loss_disc_real_3: 0.3581477701663971 (0.26038964249585805) | > loss_disc_real_4: 0.34999388456344604 (0.25024918349165665) | > loss_disc_real_5: 0.32207944989204407 (0.24998313188552856) | > loss_0: 2.7840964794158936 (2.3893582444441948) | > loss_gen: 2.475597381591797 (2.3922611412249113) | > loss_kl: 1.9705603122711182 (2.4371225394700704) | > loss_feat: 5.557947635650635 (7.141091999254729) | > loss_mel: 15.785571098327637 (18.494450518959447) | > loss_duration: 2.3173279762268066 (2.310935572574013) | > loss_1: 28.107004165649414 (32.775861840499076)  --> STEP: 20 | > loss_disc: 2.3208329677581787 (2.385931980609894) | > loss_disc_real_0: 0.06126396358013153 (0.10703351646661759) | > loss_disc_real_1: 0.17808380722999573 (0.17499405331909657) | > loss_disc_real_2: 0.23422004282474518 (0.21490388438105584) | > loss_disc_real_3: 0.2149382382631302 (0.25811707228422165) | > loss_disc_real_4: 0.21189965307712555 (0.2483317069709301) | > loss_disc_real_5: 0.29932788014411926 (0.2524503692984581) | > loss_0: 2.3208329677581787 (2.385931980609894) | > loss_gen: 2.3983969688415527 (2.3925679326057434) | > loss_kl: 2.231208324432373 (2.4268268287181853) | > loss_feat: 6.042834758758545 (7.086179137229919) | > loss_mel: 18.536020278930664 (18.496529006958006) | > loss_duration: 2.3042373657226562 (2.310600662231445) | > loss_1: 31.512697219848633 (32.71270360946655)  --> STEP: 21 | > loss_disc: 2.392306327819824 (2.3862355209532238) | > loss_disc_real_0: 0.09927134215831757 (0.10666388911860329) | > loss_disc_real_1: 0.11221660673618317 (0.1720046511008626) | > loss_disc_real_2: 0.2129313051700592 (0.21480995203767503) | > loss_disc_real_3: 0.2963715195655823 (0.2599387126309531) | > loss_disc_real_4: 0.3149831295013428 (0.2515055842342831) | > loss_disc_real_5: 0.2563503384590149 (0.2526360821156275) | > loss_0: 2.392306327819824 (2.3862355209532238) | > loss_gen: 2.4286251068115234 (2.3942849409012568) | > loss_kl: 2.802581310272217 (2.444719899268377) | > loss_feat: 6.078151226043701 (7.0381778081258135) | > loss_mel: 16.121509552001953 (18.383432842436292) | > loss_duration: 2.1999688148498535 (2.3053324790227974) | > loss_1: 29.630836486816406 (32.5659480321975)  --> STEP: 22 | > loss_disc: 2.2765426635742188 (2.3812494819814507) | > loss_disc_real_0: 0.10646165907382965 (0.10665469684384087) | > loss_disc_real_1: 0.1361389011144638 (0.17037438973784447) | > loss_disc_real_2: 0.2452361285686493 (0.21619296006181024) | > loss_disc_real_3: 0.22990059852600098 (0.2585733438080007) | > loss_disc_real_4: 0.2760920226573944 (0.25262314961715177) | > loss_disc_real_5: 0.23925276100635529 (0.25202774933793326) | > loss_0: 2.2765426635742188 (2.3812494819814507) | > loss_gen: 2.7898545265197754 (2.4122653766111894) | > loss_kl: 1.7175260782241821 (2.411665634675459) | > loss_feat: 9.211624145507812 (7.136970823461359) | > loss_mel: 22.607553482055664 (18.57543832605535) | > loss_duration: 2.143383502960205 (2.297971161929043) | > loss_1: 38.46994400024414 (32.83431148529053)  --> STEP: 23 | > loss_disc: 2.3914976119995117 (2.3816950528518013) | > loss_disc_real_0: 0.1886475533246994 (0.11021960364735645) | > loss_disc_real_1: 0.2000318318605423 (0.17166384374317917) | > loss_disc_real_2: 0.18362946808338165 (0.2147771560627481) | > loss_disc_real_3: 0.34698453545570374 (0.2624173086622486) | > loss_disc_real_4: 0.23958691954612732 (0.2520563570053681) | > loss_disc_real_5: 0.23184284567832947 (0.25115014483099396) | > loss_0: 2.3914976119995117 (2.3816950528518013) | > loss_gen: 2.5993294715881348 (2.4203985981319263) | > loss_kl: 2.1503043174743652 (2.4003020991449766) | > loss_feat: 8.447343826293945 (7.19394356271495) | > loss_mel: 18.00835609436035 (18.55078257685122) | > loss_duration: 2.2655670642852783 (2.296562288118445) | > loss_1: 33.47090148925781 (32.861989311549976)  --> STEP: 24 | > loss_disc: 2.4631567001342773 (2.3850892881552377) | > loss_disc_real_0: 0.10404498130083084 (0.10996232771625121) | > loss_disc_real_1: 0.22512251138687134 (0.173891288228333) | > loss_disc_real_2: 0.20759785175323486 (0.21447801838318506) | > loss_disc_real_3: 0.29002538323402405 (0.2635676451027393) | > loss_disc_real_4: 0.2709360718727112 (0.2528430117915074) | > loss_disc_real_5: 0.24897921085357666 (0.25105968924860156) | > loss_0: 2.4631567001342773 (2.3850892881552377) | > loss_gen: 2.228483200073242 (2.4124021232128143) | > loss_kl: 1.914931058883667 (2.380078305800755) | > loss_feat: 5.094905853271484 (7.106483658154805) | > loss_mel: 19.223852157592773 (18.57882714271545) | > loss_duration: 2.39381742477417 (2.3006145854791) | > loss_1: 30.855989456176758 (32.77840598424276)  --> STEP: 25 | > loss_disc: 2.458447217941284 (2.38802360534668) | > loss_disc_real_0: 0.13668198883533478 (0.11103111416101456) | > loss_disc_real_1: 0.1827254593372345 (0.17424465507268905) | > loss_disc_real_2: 0.262285441160202 (0.21639031529426575) | > loss_disc_real_3: 0.32163435220718384 (0.26589031338691704) | > loss_disc_real_4: 0.2478160411119461 (0.25264193296432497) | > loss_disc_real_5: 0.21541188657283783 (0.249633777141571) | > loss_0: 2.458447217941284 (2.38802360534668) | > loss_gen: 2.3926761150360107 (2.4116130828857423) | > loss_kl: 1.9878424406051636 (2.3643888711929315) | > loss_feat: 5.649430751800537 (7.048201541900635) | > loss_mel: 16.454450607299805 (18.493852081298822) | > loss_duration: 2.3725361824035645 (2.3034914493560787) | > loss_1: 28.856935501098633 (32.62154716491699)  --> STEP: 26 | > loss_disc: 2.268946647644043 (2.383443722358117) | > loss_disc_real_0: 0.08620317280292511 (0.11007619333954957) | > loss_disc_real_1: 0.23716524243354797 (0.1766646776634913) | > loss_disc_real_2: 0.278889536857605 (0.21879413150824034) | > loss_disc_real_3: 0.2015894502401352 (0.26341720326588697) | > loss_disc_real_4: 0.18478113412857056 (0.25003190223987287) | > loss_disc_real_5: 0.16781502962112427 (0.24648690223693845) | > loss_0: 2.268946647644043 (2.383443722358117) | > loss_gen: 2.1803462505340576 (2.4027182047183695) | > loss_kl: 2.1372413635253906 (2.355652428590334) | > loss_feat: 5.615407466888428 (6.993094077477088) | > loss_mel: 13.46340560913086 (18.300373370830822) | > loss_duration: 2.266087055206299 (2.3020528188118563) | > loss_1: 25.662487030029297 (32.35389100588285) --> EVAL PERFORMANCE | > avg_loader_time: 0.002551684012779824 (+8.542721088116096e-05) | > avg_loss_disc: 2.383443722358117 (+0.0034413979603695743) | > avg_loss_disc_real_0: 0.11007619333954957 (+0.026102692175369993) | > avg_loss_disc_real_1: 0.1766646776634913 (-0.10298410602487046) | > avg_loss_disc_real_2: 0.21879413150824034 (+0.0017802772613672302) | > avg_loss_disc_real_3: 0.26341720326588697 (+0.018965750932693398) | > avg_loss_disc_real_4: 0.25003190223987287 (+0.011413109990266679) | > avg_loss_disc_real_5: 0.24648690223693845 (+0.018526048041306975) | > avg_loss_0: 2.383443722358117 (+0.0034413979603695743) | > avg_loss_gen: 2.4027182047183695 (-0.005909782189589929) | > avg_loss_kl: 2.355652428590334 (-0.05617573628058903) | > avg_loss_feat: 6.993094077477088 (-0.22094645866980933) | > avg_loss_mel: 18.300373370830822 (-0.5755021755512004) | > avg_loss_duration: 2.3020528188118563 (+0.011533260345458984) | > avg_loss_1: 32.35389100588285 (-0.847000635587257)  > EPOCH: 286/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:31:57)   --> TIME: 2024-06-11 03:32:05 -- STEP: 19/330 -- GLOBAL_STEP: 182400 | > loss_disc: 2.3740220069885254 (2.3263460084011682) | > loss_disc_real_0: 0.10217760503292084 (0.11123694989242051) | > loss_disc_real_1: 0.20106999576091766 (0.19821850484923312) | > loss_disc_real_2: 0.17860625684261322 (0.2129368782043457) | > loss_disc_real_3: 0.18569821119308472 (0.22714733999026449) | > loss_disc_real_4: 0.20356540381908417 (0.22633312564147146) | > loss_disc_real_5: 0.2006731480360031 (0.2151682933694438) | > loss_0: 2.3740220069885254 (2.3263460084011682) | > grad_norm_0: tensor(8.9595, device='cuda:0') (tensor(11.1277, device='cuda:0')) | > loss_gen: 2.4236414432525635 (2.519349223689029) | > loss_kl: 1.7789942026138306 (1.8136779697317826) | > loss_feat: 7.985724925994873 (7.049569230330618) | > loss_mel: 19.19864273071289 (18.906551762631064) | > loss_duration: 2.036485195159912 (2.138983073987459) | > loss_1: 33.42348861694336 (32.42813170583624) | > grad_norm_1: tensor(158.6548, device='cuda:0') (tensor(117.1389, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3421 (0.34715673798008967) | > loader_time: 0.0033 (0.0031531735470420436)  --> TIME: 2024-06-11 03:32:14 -- STEP: 44/330 -- GLOBAL_STEP: 182425 | > loss_disc: 2.3095178604125977 (2.3030408295718106) | > loss_disc_real_0: 0.10698206722736359 (0.1099433187733997) | > loss_disc_real_1: 0.19543279707431793 (0.20115697383880615) | > loss_disc_real_2: 0.23457881808280945 (0.21190971339290793) | > loss_disc_real_3: 0.23136815428733826 (0.22422829405827957) | > loss_disc_real_4: 0.22318507730960846 (0.22497180205854503) | > loss_disc_real_5: 0.20880618691444397 (0.21275130930272015) | > loss_0: 2.3095178604125977 (2.3030408295718106) | > grad_norm_0: tensor(9.8550, device='cuda:0') (tensor(11.6423, device='cuda:0')) | > loss_gen: 2.554718494415283 (2.542960226535797) | > loss_kl: 1.8096706867218018 (1.8267320421609012) | > loss_feat: 7.435084342956543 (7.211230137131431) | > loss_mel: 18.91380500793457 (18.755589875307955) | > loss_duration: 1.9737000465393066 (2.0769484124400397) | > loss_1: 32.68697738647461 (32.41346073150634) | > grad_norm_1: tensor(177.6105, device='cuda:0') (tensor(131.4440, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3644 (0.3484179269183766) | > loader_time: 0.0033 (0.0033151724121787333)  --> TIME: 2024-06-11 03:32:23 -- STEP: 69/330 -- GLOBAL_STEP: 182450 | > loss_disc: 2.2175862789154053 (2.30868907596754) | > loss_disc_real_0: 0.10105651617050171 (0.1090078999598821) | > loss_disc_real_1: 0.2161375731229782 (0.19862599044606305) | > loss_disc_real_2: 0.18657001852989197 (0.21278548845346423) | > loss_disc_real_3: 0.22123479843139648 (0.22561487706675046) | > loss_disc_real_4: 0.20364943146705627 (0.22532407917838168) | > loss_disc_real_5: 0.17164982855319977 (0.21512449370778125) | > loss_0: 2.2175862789154053 (2.30868907596754) | > grad_norm_0: tensor(25.2777, device='cuda:0') (tensor(10.7887, device='cuda:0')) | > loss_gen: 2.6765851974487305 (2.531303454136504) | > loss_kl: 1.7401819229125977 (1.8114053270091182) | > loss_feat: 8.311958312988281 (7.27319275814554) | > loss_mel: 18.44611358642578 (18.741198553555257) | > loss_duration: 1.9870219230651855 (2.056296350299447) | > loss_1: 33.161861419677734 (32.41339658654255) | > grad_norm_1: tensor(369.9294, device='cuda:0') (tensor(133.0644, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3745 (0.3523685690285503) | > loader_time: 0.0043 (0.0034364237301591515)  --> TIME: 2024-06-11 03:32:32 -- STEP: 94/330 -- GLOBAL_STEP: 182475 | > loss_disc: 2.265726327896118 (2.3136541437595444) | > loss_disc_real_0: 0.09495651721954346 (0.11030457993137076) | > loss_disc_real_1: 0.21388500928878784 (0.19915550011903685) | > loss_disc_real_2: 0.22283659875392914 (0.21389646669651596) | > loss_disc_real_3: 0.22321756184101105 (0.2262271227354699) | > loss_disc_real_4: 0.22615085542201996 (0.22538423760140197) | > loss_disc_real_5: 0.1872245967388153 (0.21526343058398428) | > loss_0: 2.265726327896118 (2.3136541437595444) | > grad_norm_0: tensor(19.1415, device='cuda:0') (tensor(15.0014, device='cuda:0')) | > loss_gen: 2.6520774364471436 (2.536459057889087) | > loss_kl: 1.6894117593765259 (1.821837383381864) | > loss_feat: 7.461236476898193 (7.2957222005154225) | > loss_mel: 18.47260093688965 (18.701066686751986) | > loss_duration: 2.0769968032836914 (2.0482991274366986) | > loss_1: 32.35232162475586 (32.403384614498066) | > grad_norm_1: tensor(309.9729, device='cuda:0') (tensor(176.9872, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3736 (0.35389141579891775) | > loader_time: 0.0037 (0.003493656503393295)  --> TIME: 2024-06-11 03:32:41 -- STEP: 119/330 -- GLOBAL_STEP: 182500 | > loss_disc: 2.2742364406585693 (2.2997943934272316) | > loss_disc_real_0: 0.06631141901016235 (0.10846486712704186) | > loss_disc_real_1: 0.2208530306816101 (0.19757080115690956) | > loss_disc_real_2: 0.19933535158634186 (0.21280408606809725) | > loss_disc_real_3: 0.21199551224708557 (0.22470866607016876) | > loss_disc_real_4: 0.2193092554807663 (0.22306643964863626) | > loss_disc_real_5: 0.20320992171764374 (0.2155129721685618) | > loss_0: 2.2742364406585693 (2.2997943934272316) | > grad_norm_0: tensor(20.8497, device='cuda:0') (tensor(16.4858, device='cuda:0')) | > loss_gen: 2.477677345275879 (2.563378059563517) | > loss_kl: 1.7690149545669556 (1.8266870604843652) | > loss_feat: 7.6972455978393555 (7.39849854317032) | > loss_mel: 19.271568298339844 (18.686039644129128) | > loss_duration: 2.017970561981201 (2.046374114621588) | > loss_1: 33.23347854614258 (32.52097753316414) | > grad_norm_1: tensor(377.7180, device='cuda:0') (tensor(201.3451, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3521 (0.3553485950502027) | > loader_time: 0.0038 (0.0035675553714527805) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_182500.pth  --> TIME: 2024-06-11 03:32:56 -- STEP: 144/330 -- GLOBAL_STEP: 182525 | > loss_disc: 2.2307052612304688 (2.3020048009024725) | > loss_disc_real_0: 0.1103760227560997 (0.10759005082460743) | > loss_disc_real_1: 0.2146070897579193 (0.19717448825637504) | > loss_disc_real_2: 0.23612962663173676 (0.21288718345264596) | > loss_disc_real_3: 0.21055564284324646 (0.22511962490777174) | > loss_disc_real_4: 0.1844165027141571 (0.22359044384211296) | > loss_disc_real_5: 0.1686871498823166 (0.2157368872107731) | > loss_0: 2.2307052612304688 (2.3020048009024725) | > grad_norm_0: tensor(59.6459, device='cuda:0') (tensor(19.0022, device='cuda:0')) | > loss_gen: 2.6777594089508057 (2.5709105018112397) | > loss_kl: 1.9507204294204712 (1.8272862343324556) | > loss_feat: 7.734294414520264 (7.396557801299625) | > loss_mel: 18.82752799987793 (18.680484957165188) | > loss_duration: 2.0329513549804688 (2.04922581381268) | > loss_1: 33.22325134277344 (32.52446537547641) | > grad_norm_1: tensor(529.8303, device='cuda:0') (tensor(219.0522, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3688 (0.3591850548982621) | > loader_time: 0.0041 (0.0036607798602845934)  --> TIME: 2024-06-11 03:33:06 -- STEP: 169/330 -- GLOBAL_STEP: 182550 | > loss_disc: 2.136974811553955 (2.302324292222422) | > loss_disc_real_0: 0.07473184913396835 (0.10844138099332537) | > loss_disc_real_1: 0.1999751776456833 (0.19706696404155197) | > loss_disc_real_2: 0.2092825025320053 (0.21330921757503374) | > loss_disc_real_3: 0.20540645718574524 (0.22579810093845842) | > loss_disc_real_4: 0.21140776574611664 (0.22375305076322607) | > loss_disc_real_5: 0.19703316688537598 (0.215307092701895) | > loss_0: 2.136974811553955 (2.302324292222422) | > grad_norm_0: tensor(23.1731, device='cuda:0') (tensor(20.0174, device='cuda:0')) | > loss_gen: 2.7804830074310303 (2.572721759243124) | > loss_kl: 1.7429207563400269 (1.8369588322893402) | > loss_feat: 8.257254600524902 (7.42357798581998) | > loss_mel: 18.633378982543945 (18.681397387261924) | > loss_duration: 2.08308482170105 (2.0531509204729064) | > loss_1: 33.49712371826172 (32.56780696620605) | > grad_norm_1: tensor(314.0486, device='cuda:0') (tensor(230.9871, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.3744 (0.3620874754775911) | > loader_time: 0.0045 (0.0037808093798936473)  --> TIME: 2024-06-11 03:33:16 -- STEP: 194/330 -- GLOBAL_STEP: 182575 | > loss_disc: 2.226875066757202 (2.3046979891885186) | > loss_disc_real_0: 0.10004937648773193 (0.10962385386612615) | > loss_disc_real_1: 0.16008827090263367 (0.19755921843125657) | > loss_disc_real_2: 0.2216581404209137 (0.21317881391834967) | > loss_disc_real_3: 0.2416064441204071 (0.22583696899033084) | > loss_disc_real_4: 0.2361275851726532 (0.22428237785076355) | > loss_disc_real_5: 0.22460101544857025 (0.21578079492775434) | > loss_0: 2.226875066757202 (2.3046979891885186) | > grad_norm_0: tensor(23.8540, device='cuda:0') (tensor(19.3151, device='cuda:0')) | > loss_gen: 2.6917948722839355 (2.567071912214928) | > loss_kl: 1.982767105102539 (1.837633446934297) | > loss_feat: 7.464149475097656 (7.403302979223507) | > loss_mel: 18.679779052734375 (18.640425023344363) | > loss_duration: 2.0956809520721436 (2.059228436234071) | > loss_1: 32.9141731262207 (32.507661858784765) | > grad_norm_1: tensor(116.6117, device='cuda:0') (tensor(223.7198, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.4345 (0.36620228806721794) | > loader_time: 0.0046 (0.00390583706885269)  --> TIME: 2024-06-11 03:33:26 -- STEP: 219/330 -- GLOBAL_STEP: 182600 | > loss_disc: 2.3034753799438477 (2.3061677625734496) | > loss_disc_real_0: 0.0977630615234375 (0.1106106295807449) | > loss_disc_real_1: 0.18766026198863983 (0.19783020461803164) | > loss_disc_real_2: 0.2237706184387207 (0.21324149570236467) | > loss_disc_real_3: 0.23181414604187012 (0.22568665689801518) | > loss_disc_real_4: 0.22083930671215057 (0.22387597862988298) | > loss_disc_real_5: 0.1955481320619583 (0.21575896843383302) | > loss_0: 2.3034753799438477 (2.3061677625734496) | > grad_norm_0: tensor(22.2673, device='cuda:0') (tensor(19.8092, device='cuda:0')) | > loss_gen: 2.494873046875 (2.56071811506193) | > loss_kl: 2.1285793781280518 (1.8425908730998974) | > loss_feat: 7.5611348152160645 (7.395843919553713) | > loss_mel: 18.354934692382812 (18.59103007730283) | > loss_duration: 2.1372036933898926 (2.065537302461389) | > loss_1: 32.676727294921875 (32.45572036150925) | > grad_norm_1: tensor(375.6446, device='cuda:0') (tensor(232.2543, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.4192 (0.3712065862194044) | > loader_time: 0.0056 (0.004069259721938876)  --> TIME: 2024-06-11 03:33:37 -- STEP: 244/330 -- GLOBAL_STEP: 182625 | > loss_disc: 2.2840967178344727 (2.3068185712470366) | > loss_disc_real_0: 0.05971045419573784 (0.11112205873503063) | > loss_disc_real_1: 0.19572830200195312 (0.19801530034327122) | > loss_disc_real_2: 0.23340201377868652 (0.21365006793229308) | > loss_disc_real_3: 0.206104576587677 (0.2259280553973112) | > loss_disc_real_4: 0.24145196378231049 (0.22335313614763194) | > loss_disc_real_5: 0.20563402771949768 (0.2156580108843866) | > loss_0: 2.2840967178344727 (2.3068185712470366) | > grad_norm_0: tensor(19.8688, device='cuda:0') (tensor(21.8470, device='cuda:0')) | > loss_gen: 2.7215209007263184 (2.564818783861692) | > loss_kl: 1.8380159139633179 (1.8456713273877003) | > loss_feat: 8.126614570617676 (7.404945969581604) | > loss_mel: 17.436203002929688 (18.546177676466638) | > loss_duration: 2.084109306335449 (2.073544488578546) | > loss_1: 32.20646286010742 (32.43515828398406) | > grad_norm_1: tensor(402.3100, device='cuda:0') (tensor(247.6417, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.4487 (0.37698830542017203) | > loader_time: 0.0058 (0.0042249140192250735)  --> TIME: 2024-06-11 03:33:48 -- STEP: 269/330 -- GLOBAL_STEP: 182650 | > loss_disc: 2.3400967121124268 (2.307896341089864) | > loss_disc_real_0: 0.10700961947441101 (0.11091305858362123) | > loss_disc_real_1: 0.21648149192333221 (0.19856875874517582) | > loss_disc_real_2: 0.221500426530838 (0.213322775293017) | > loss_disc_real_3: 0.23412756621837616 (0.22588575041427045) | > loss_disc_real_4: 0.24980571866035461 (0.22405252957432686) | > loss_disc_real_5: 0.23030231893062592 (0.21560367011226242) | > loss_0: 2.3400967121124268 (2.307896341089864) | > grad_norm_0: tensor(11.1815, device='cuda:0') (tensor(22.4183, device='cuda:0')) | > loss_gen: 2.499429702758789 (2.5681686525451206) | > loss_kl: 1.843993067741394 (1.84971605268996) | > loss_feat: 7.002166271209717 (7.425940350528986) | > loss_mel: 18.382051467895508 (18.518636703491204) | > loss_duration: 2.1619505882263184 (2.0806510288919213) | > loss_1: 31.889591217041016 (32.443112859052356) | > grad_norm_1: tensor(152.7932, device='cuda:0') (tensor(258.6973, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.4298 (0.3821187737262825) | > loader_time: 0.0063 (0.004393371064423629)  --> TIME: 2024-06-11 03:34:00 -- STEP: 294/330 -- GLOBAL_STEP: 182675 | > loss_disc: 2.2834792137145996 (2.314064611383034) | > loss_disc_real_0: 0.13438768684864044 (0.1121137508881741) | > loss_disc_real_1: 0.19434551894664764 (0.19912616736223912) | > loss_disc_real_2: 0.1996973156929016 (0.2138849305761915) | > loss_disc_real_3: 0.23907120525836945 (0.22601429520010138) | > loss_disc_real_4: 0.21159973740577698 (0.22456605073546065) | > loss_disc_real_5: 0.1965751200914383 (0.21568017711444779) | > loss_0: 2.2834792137145996 (2.314064611383034) | > grad_norm_0: tensor(40.7029, device='cuda:0') (tensor(22.9303, device='cuda:0')) | > loss_gen: 2.6707911491394043 (2.561540145452331) | > loss_kl: 1.8799283504486084 (1.851216781707037) | > loss_feat: 9.138697624206543 (7.414510739903871) | > loss_mel: 18.54340171813965 (18.47856402883724) | > loss_duration: 2.2156717777252197 (2.089611595179759) | > loss_1: 34.448490142822266 (32.395443384339195) | > grad_norm_1: tensor(602.3099, device='cuda:0') (tensor(264.4772, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.4706 (0.38794929883917983) | > loader_time: 0.0074 (0.004577024453351289)  --> TIME: 2024-06-11 03:34:13 -- STEP: 319/330 -- GLOBAL_STEP: 182700 | > loss_disc: 2.4020581245422363 (2.316861591369005) | > loss_disc_real_0: 0.07358963042497635 (0.11317066831928811) | > loss_disc_real_1: 0.19008663296699524 (0.19959359711801) | > loss_disc_real_2: 0.1905439794063568 (0.214114055271059) | > loss_disc_real_3: 0.22950705885887146 (0.2263667132693772) | > loss_disc_real_4: 0.23190690577030182 (0.22484008654905338) | > loss_disc_real_5: 0.23116543889045715 (0.21590005108928984) | > loss_0: 2.4020581245422363 (2.316861591369005) | > grad_norm_0: tensor(14.5531, device='cuda:0') (tensor(24.5761, device='cuda:0')) | > loss_gen: 2.3432140350341797 (2.561958958736409) | > loss_kl: 1.896037220954895 (1.8517783323425485) | > loss_feat: 8.475937843322754 (7.438112502561467) | > loss_mel: 18.45455551147461 (18.429681311580445) | > loss_duration: 2.2603354454040527 (2.102519811133979) | > loss_1: 33.43008041381836 (32.38405100903167) | > grad_norm_1: tensor(350.1081, device='cuda:0') (tensor(276.0113, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.5651 (0.3978129584213783) | > loader_time: 0.0086 (0.004831931434081269)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2620720863342285 (2.2620720863342285) | > loss_disc_real_0: 0.1047389954328537 (0.1047389954328537) | > loss_disc_real_1: 0.23531487584114075 (0.23531487584114075) | > loss_disc_real_2: 0.27359986305236816 (0.27359986305236816) | > loss_disc_real_3: 0.18751633167266846 (0.18751633167266846) | > loss_disc_real_4: 0.14511679112911224 (0.14511679112911224) | > loss_disc_real_5: 0.14370976388454437 (0.14370976388454437) | > loss_0: 2.2620720863342285 (2.2620720863342285) | > loss_gen: 2.4691619873046875 (2.4691619873046875) | > loss_kl: 1.6836717128753662 (1.6836717128753662) | > loss_feat: 8.25562572479248 (8.25562572479248) | > loss_mel: 18.05182456970215 (18.05182456970215) | > loss_duration: 2.8315556049346924 (2.8315556049346924) | > loss_1: 33.291839599609375 (33.291839599609375)  --> STEP: 1 | > loss_disc: 2.2156107425689697 (2.2156107425689697) | > loss_disc_real_0: 0.06109664589166641 (0.06109664589166641) | > loss_disc_real_1: 0.13309329748153687 (0.13309329748153687) | > loss_disc_real_2: 0.23630768060684204 (0.23630768060684204) | > loss_disc_real_3: 0.26575276255607605 (0.26575276255607605) | > loss_disc_real_4: 0.16692417860031128 (0.16692417860031128) | > loss_disc_real_5: 0.22133956849575043 (0.22133956849575043) | > loss_0: 2.2156107425689697 (2.2156107425689697) | > loss_gen: 2.347841262817383 (2.347841262817383) | > loss_kl: 2.396484375 (2.396484375) | > loss_feat: 5.5588860511779785 (5.5588860511779785) | > loss_mel: 19.93803596496582 (19.93803596496582) | > loss_duration: 2.3612124919891357 (2.3612124919891357) | > loss_1: 32.60245895385742 (32.60245895385742)  --> STEP: 2 | > loss_disc: 2.625364303588867 (2.4204875230789185) | > loss_disc_real_0: 0.13418322801589966 (0.09763993695378304) | > loss_disc_real_1: 0.15069898962974548 (0.14189614355564117) | > loss_disc_real_2: 0.23789025843143463 (0.23709896951913834) | > loss_disc_real_3: 0.2952531576156616 (0.28050296008586884) | > loss_disc_real_4: 0.21513469517230988 (0.19102943688631058) | > loss_disc_real_5: 0.24453333020210266 (0.23293644934892654) | > loss_0: 2.625364303588867 (2.4204875230789185) | > loss_gen: 2.1752219200134277 (2.2615315914154053) | > loss_kl: 2.265022039413452 (2.330753207206726) | > loss_feat: 6.902653694152832 (6.230769872665405) | > loss_mel: 20.153667449951172 (20.045851707458496) | > loss_duration: 2.4442081451416016 (2.4027103185653687) | > loss_1: 33.940773010253906 (33.271615982055664)  --> STEP: 3 | > loss_disc: 2.1385955810546875 (2.326523542404175) | > loss_disc_real_0: 0.05886492505669594 (0.08471493298808734) | > loss_disc_real_1: 0.09648969769477844 (0.12676066160202026) | > loss_disc_real_2: 0.1570848822593689 (0.21042760709921518) | > loss_disc_real_3: 0.1963558793067932 (0.2524539331595103) | > loss_disc_real_4: 0.1947423219680786 (0.19226706524689993) | > loss_disc_real_5: 0.19139979779720306 (0.2190908988316854) | > loss_0: 2.1385955810546875 (2.326523542404175) | > loss_gen: 2.059617757797241 (2.1942269802093506) | > loss_kl: 1.759726643562317 (2.1404110193252563) | > loss_feat: 7.627511024475098 (6.69635025660197) | > loss_mel: 19.480854034423828 (19.857519149780273) | > loss_duration: 2.288999557495117 (2.3648067315419516) | > loss_1: 33.21670913696289 (33.25331370035807)  --> STEP: 4 | > loss_disc: 2.4022390842437744 (2.3454524278640747) | > loss_disc_real_0: 0.19172659516334534 (0.11146784853190184) | > loss_disc_real_1: 0.17809408903121948 (0.13959401845932007) | > loss_disc_real_2: 0.22531801462173462 (0.21415020897984505) | > loss_disc_real_3: 0.21379028260707855 (0.24278802052140236) | > loss_disc_real_4: 0.23004727065563202 (0.20171211659908295) | > loss_disc_real_5: 0.1688576340675354 (0.2065325826406479) | > loss_0: 2.4022390842437744 (2.3454524278640747) | > loss_gen: 2.2890219688415527 (2.217925727367401) | > loss_kl: 3.1970767974853516 (2.40457746386528) | > loss_feat: 6.874698638916016 (6.740937352180481) | > loss_mel: 19.358409881591797 (19.732741832733154) | > loss_duration: 2.2739663124084473 (2.3420966267585754) | > loss_1: 33.9931755065918 (33.438279151916504)  --> STEP: 5 | > loss_disc: 2.2641193866729736 (2.3291858196258546) | > loss_disc_real_0: 0.20868158340454102 (0.13091059550642967) | > loss_disc_real_1: 0.1654280126094818 (0.14476081728935242) | > loss_disc_real_2: 0.21409951150417328 (0.2141400694847107) | > loss_disc_real_3: 0.21569465100765228 (0.23736934661865233) | > loss_disc_real_4: 0.193458691239357 (0.20006143152713776) | > loss_disc_real_5: 0.16290265321731567 (0.19780659675598145) | > loss_0: 2.2641193866729736 (2.3291858196258546) | > loss_gen: 2.432879686355591 (2.260916519165039) | > loss_kl: 2.4926464557647705 (2.4221912622451782) | > loss_feat: 5.658940315246582 (6.5245379447937015) | > loss_mel: 19.69627571105957 (19.725448608398438) | > loss_duration: 2.3812649250030518 (2.3499302864074707) | > loss_1: 32.66200637817383 (33.283024597167966)  --> STEP: 6 | > loss_disc: 2.769237518310547 (2.4025277694066367) | > loss_disc_real_0: 0.24354438483715057 (0.1496828937282165) | > loss_disc_real_1: 0.2422395497560501 (0.1610072727004687) | > loss_disc_real_2: 0.2870841920375824 (0.22629742324352264) | > loss_disc_real_3: 0.2020244151353836 (0.23147852470477423) | > loss_disc_real_4: 0.18370412290096283 (0.19733521342277527) | > loss_disc_real_5: 0.19473588466644287 (0.197294811407725) | > loss_0: 2.769237518310547 (2.4025277694066367) | > loss_gen: 2.077868700027466 (2.230408549308777) | > loss_kl: 2.58803391456604 (2.449831704298655) | > loss_feat: 4.926738262176514 (6.258237997690837) | > loss_mel: 19.0148868560791 (19.607021649678547) | > loss_duration: 2.117767810821533 (2.311236540476481) | > loss_1: 30.725296020507812 (32.856736501057945)  --> STEP: 7 | > loss_disc: 1.982694149017334 (2.3425515379224504) | > loss_disc_real_0: 0.1326615959405899 (0.14725127975855554) | > loss_disc_real_1: 0.1470586210489273 (0.15901460817881993) | > loss_disc_real_2: 0.18785548210144043 (0.22080571736608232) | > loss_disc_real_3: 0.1852436661720276 (0.22487354491438186) | > loss_disc_real_4: 0.13554738461971283 (0.1885083807366235) | > loss_disc_real_5: 0.12189215421676636 (0.18652300323758805) | > loss_0: 1.982694149017334 (2.3425515379224504) | > loss_gen: 2.4658470153808594 (2.264042615890503) | > loss_kl: 3.059783935546875 (2.5369677373341153) | > loss_feat: 7.877216339111328 (6.489520617893764) | > loss_mel: 19.257076263427734 (19.557029451642716) | > loss_duration: 2.480666399002075 (2.3354408059801375) | > loss_1: 35.14059066772461 (33.183001382010325)  --> STEP: 8 | > loss_disc: 2.314690351486206 (2.33906888961792) | > loss_disc_real_0: 0.13086339831352234 (0.1452027945779264) | > loss_disc_real_1: 0.14472630620002747 (0.15722857043147087) | > loss_disc_real_2: 0.16121849417686462 (0.21335731446743011) | > loss_disc_real_3: 0.2094256579875946 (0.22294255904853344) | > loss_disc_real_4: 0.17122690379619598 (0.18634819611907005) | > loss_disc_real_5: 0.16504336893558502 (0.18383804894983768) | > loss_0: 2.314690351486206 (2.33906888961792) | > loss_gen: 2.4319264888763428 (2.285028100013733) | > loss_kl: 2.551581859588623 (2.5387945026159286) | > loss_feat: 11.230639457702637 (7.082160472869873) | > loss_mel: 20.759052276611328 (19.707282304763794) | > loss_duration: 2.165304660797119 (2.31417378783226) | > loss_1: 39.13850784301758 (33.92743968963623)  --> STEP: 9 | > loss_disc: 2.7610182762145996 (2.3859521547953286) | > loss_disc_real_0: 0.33225610852241516 (0.16598649612731403) | > loss_disc_real_1: 0.10663224011659622 (0.15160675595204035) | > loss_disc_real_2: 0.1968715637922287 (0.21152556439240774) | > loss_disc_real_3: 0.15028685331344604 (0.21486970285574594) | > loss_disc_real_4: 0.20203404128551483 (0.18809106780423057) | > loss_disc_real_5: 0.19140799343585968 (0.18467915389272901) | > loss_0: 2.7610182762145996 (2.3859521547953286) | > loss_gen: 2.1699609756469727 (2.272242863972982) | > loss_kl: 2.4907987117767334 (2.5334616369671292) | > loss_feat: 11.701289176940918 (7.595396995544434) | > loss_mel: 20.63344955444336 (19.810189776950413) | > loss_duration: 2.117656707763672 (2.292338556713528) | > loss_1: 39.113155364990234 (34.50363032023112)  --> STEP: 10 | > loss_disc: 2.750093698501587 (2.4223663091659544) | > loss_disc_real_0: 0.2106599062681198 (0.17045383714139462) | > loss_disc_real_1: 0.23418313264846802 (0.15986439362168312) | > loss_disc_real_2: 0.21975964307785034 (0.212348972260952) | > loss_disc_real_3: 0.2793172001838684 (0.2213144525885582) | > loss_disc_real_4: 0.2481977492570877 (0.1941017359495163) | > loss_disc_real_5: 0.28856560587882996 (0.19506779909133912) | > loss_0: 2.750093698501587 (2.4223663091659544) | > loss_gen: 2.042546033859253 (2.249273180961609) | > loss_kl: 2.4298009872436523 (2.5230955719947814) | > loss_feat: 3.669645071029663 (7.202821803092957) | > loss_mel: 17.35213279724121 (19.564384078979494) | > loss_duration: 2.316427230834961 (2.2947474241256716) | > loss_1: 27.8105525970459 (33.8343225479126)  --> STEP: 11 | > loss_disc: 2.4825127124786377 (2.427834164012562) | > loss_disc_real_0: 0.1992066204547882 (0.17306772653352132) | > loss_disc_real_1: 0.15837691724300385 (0.15972916849634863) | > loss_disc_real_2: 0.2549218535423279 (0.21621923419562253) | > loss_disc_real_3: 0.2784767746925354 (0.2265110273252834) | > loss_disc_real_4: 0.20834264159202576 (0.19539636373519897) | > loss_disc_real_5: 0.2418133020401001 (0.1993173902684992) | > loss_0: 2.4825127124786377 (2.427834164012562) | > loss_gen: 2.326354503631592 (2.2562805739316074) | > loss_kl: 2.753828525543213 (2.5440712950446387) | > loss_feat: 4.695337772369385 (6.9748687093908135) | > loss_mel: 17.876955032348633 (19.410981438376687) | > loss_duration: 2.3421339988708496 (2.2990552945570513) | > loss_1: 29.994611740112305 (33.485257929021664)  --> STEP: 12 | > loss_disc: 2.093217611312866 (2.3999494512875876) | > loss_disc_real_0: 0.07712140679359436 (0.1650721998885274) | > loss_disc_real_1: 0.2046278715133667 (0.16347072708110014) | > loss_disc_real_2: 0.21837466955184937 (0.21639885380864143) | > loss_disc_real_3: 0.2400268316268921 (0.22763734435041746) | > loss_disc_real_4: 0.1980312615633011 (0.19561593855420747) | > loss_disc_real_5: 0.17186421155929565 (0.19702962537606558) | > loss_0: 2.093217611312866 (2.3999494512875876) | > loss_gen: 2.712757110595703 (2.294320285320282) | > loss_kl: 2.169175386428833 (2.512829969326655) | > loss_feat: 6.067720890045166 (6.899273057778676) | > loss_mel: 18.816621780395508 (19.361451466878254) | > loss_duration: 2.2161941528320312 (2.2921501994132996) | > loss_1: 31.98246955871582 (33.360025564829506)  --> STEP: 13 | > loss_disc: 2.350738525390625 (2.3961639954493594) | > loss_disc_real_0: 0.09311183542013168 (0.15953678723711234) | > loss_disc_real_1: 0.12861309945583344 (0.16078937110992578) | > loss_disc_real_2: 0.22180093824863434 (0.21681439876556396) | > loss_disc_real_3: 0.23434677720069885 (0.22815345456966987) | > loss_disc_real_4: 0.15448328852653503 (0.19245188855207884) | > loss_disc_real_5: 0.19882886111736298 (0.19716802812539613) | > loss_0: 2.350738525390625 (2.3961639954493594) | > loss_gen: 2.076259136199951 (2.2775463507725644) | > loss_kl: 2.0669682025909424 (2.478532910346985) | > loss_feat: 7.5086565017700195 (6.946148707316472) | > loss_mel: 16.8608341217041 (19.169096286480244) | > loss_duration: 2.1396074295043945 (2.2804161401895375) | > loss_1: 30.652324676513672 (33.15174088111291)  --> STEP: 14 | > loss_disc: 2.4098472595214844 (2.3971413714545116) | > loss_disc_real_0: 0.1884823739528656 (0.16160432914538042) | > loss_disc_real_1: 0.15356692671775818 (0.16027348222477095) | > loss_disc_real_2: 0.2367614060640335 (0.21823918500116893) | > loss_disc_real_3: 0.20217035710811615 (0.22629751903670176) | > loss_disc_real_4: 0.19998283684253693 (0.1929898134299687) | > loss_disc_real_5: 0.1780110001564026 (0.19579966898475373) | > loss_0: 2.4098472595214844 (2.3971413714545116) | > loss_gen: 2.200946807861328 (2.2720749548503334) | > loss_kl: 3.013188123703003 (2.5167225684438432) | > loss_feat: 5.866400718688965 (6.869023850985935) | > loss_mel: 20.389286041259766 (19.256252697535924) | > loss_duration: 2.377915382385254 (2.287380371774946) | > loss_1: 33.84773635864258 (33.2014548437936)  --> STEP: 15 | > loss_disc: 2.5954067707061768 (2.4103590647379556) | > loss_disc_real_0: 0.26076436042785645 (0.1682149978975455) | > loss_disc_real_1: 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loss_disc_real_4: 0.23527078330516815 (0.1985722528770566) | > loss_disc_real_5: 0.23310306668281555 (0.2002908969298005) | > loss_0: 2.4110801219940186 (2.4104041308164597) | > loss_gen: 2.2326650619506836 (2.270257070660591) | > loss_kl: 2.6992340087890625 (2.5509509071707726) | > loss_feat: 5.958385944366455 (6.742174997925758) | > loss_mel: 19.392230987548828 (19.269819378852844) | > loss_duration: 2.3351259231567383 (2.2915720492601395) | > loss_1: 32.61764144897461 (33.12477481365204)  --> STEP: 17 | > loss_disc: 2.393986701965332 (2.40943839970757) | > loss_disc_real_0: 0.15053319931030273 (0.1646639137145351) | > loss_disc_real_1: 0.18034790456295013 (0.16563497176941702) | > loss_disc_real_2: 0.21108455955982208 (0.21808420735246994) | > loss_disc_real_3: 0.2794880270957947 (0.23148496624301462) | > loss_disc_real_4: 0.23035675287246704 (0.20044192934737487) | > loss_disc_real_5: 0.22346650063991547 (0.20165416773627787) | > loss_0: 2.393986701965332 (2.40943839970757) | > loss_gen: 2.415367364883423 (2.2787929703207577) | > loss_kl: 2.084224224090576 (2.5234963964013493) | > loss_feat: 6.2724714279174805 (6.714545376160565) | > loss_mel: 19.214839935302734 (19.26658529393813) | > loss_duration: 2.4168472290039062 (2.298941177480361) | > loss_1: 32.40374755859375 (33.082361445707434)  --> STEP: 18 | > loss_disc: 2.0342164039611816 (2.388592733277215) | > loss_disc_real_0: 0.03404413163661957 (0.1574072591546509) | > loss_disc_real_1: 0.11692062765359879 (0.16292861931853825) | > loss_disc_real_2: 0.16903096437454224 (0.2153590271870295) | > loss_disc_real_3: 0.17171184718608856 (0.22816423740651873) | > loss_disc_real_4: 0.13917149603366852 (0.19703801638550228) | > loss_disc_real_5: 0.148999884724617 (0.1987289297911856) | > loss_0: 2.0342164039611816 (2.388592733277215) | > loss_gen: 2.194134473800659 (2.2740897205140858) | > loss_kl: 2.6988439559936523 (2.5332379274898105) | > loss_feat: 7.291208267211914 (6.746582203441196) | > loss_mel: 21.28005599975586 (19.378444777594673) | > loss_duration: 2.2571542263031006 (2.2966196801927357) | > loss_1: 35.72139358520508 (33.22897434234619)  --> STEP: 19 | > loss_disc: 2.599067211151123 (2.3996703373758415) | > loss_disc_real_0: 0.19976454973220825 (0.15963659023768023) | > loss_disc_real_1: 0.18189066648483276 (0.1639266218009748) | > loss_disc_real_2: 0.22944432497024536 (0.21610035864930405) | > loss_disc_real_3: 0.2103617638349533 (0.22722726511327843) | > loss_disc_real_4: 0.2464151680469513 (0.19963681384136803) | > loss_disc_real_5: 0.2028636932373047 (0.1989465489199287) | > loss_0: 2.599067211151123 (2.3996703373758415) | > loss_gen: 2.002826452255249 (2.2598127063951994) | > loss_kl: 1.6438713073730469 (2.486429158009981) | > loss_feat: 6.8629679679870605 (6.752707769996242) | > loss_mel: 18.215761184692383 (19.317250904284027) | > loss_duration: 2.3023300170898438 (2.2969202242399516) | > loss_1: 31.02775764465332 (33.1131208319413)  --> STEP: 20 | > loss_disc: 2.2669191360473633 (2.3930327773094175) | > loss_disc_real_0: 0.16927146911621094 (0.16011833418160676) | > loss_disc_real_1: 0.2004460096359253 (0.16575259119272234) | > loss_disc_real_2: 0.21682429313659668 (0.21613655537366866) | > loss_disc_real_3: 0.19505006074905396 (0.2256184048950672) | > loss_disc_real_4: 0.16342905163764954 (0.1978264257311821) | > loss_disc_real_5: 0.14291420578956604 (0.19614493176341058) | > loss_0: 2.2669191360473633 (2.3930327773094175) | > loss_gen: 2.184890031814575 (2.2560665726661684) | > loss_kl: 2.191236734390259 (2.471669536828995) | > loss_feat: 4.832650184631348 (6.656704890727997) | > loss_mel: 19.060291290283203 (19.304402923583986) | > loss_duration: 2.265730857849121 (2.2953607559204103) | > loss_1: 30.534801483154297 (32.984204864501955)  --> STEP: 21 | > loss_disc: 2.407228469848633 (2.393708762668428) | > loss_disc_real_0: 0.09687524288892746 (0.1571067584057649) | > loss_disc_real_1: 0.18085289001464844 (0.1664716530413855) | > loss_disc_real_2: 0.12977999448776245 (0.2120243381886255) | > loss_disc_real_3: 0.26005586981773376 (0.22725828417709895) | > loss_disc_real_4: 0.19050315022468567 (0.19747769832611084) | > loss_disc_real_5: 0.21486233174800873 (0.1970362365245819) | > loss_0: 2.407228469848633 (2.393708762668428) | > loss_gen: 1.9316388368606567 (2.2406176328659058) | > loss_kl: 2.3101489543914795 (2.4639780805224465) | > loss_feat: 5.028224468231201 (6.579158203942435) | > loss_mel: 17.43910789489746 (19.215579350789387) | > loss_duration: 2.173341989517212 (2.289550338472639) | > loss_1: 28.882461547851562 (32.78888375418527)  --> STEP: 22 | > loss_disc: 2.349433183670044 (2.39169623635032) | > loss_disc_real_0: 0.09333297610282898 (0.1542079501192678) | > loss_disc_real_1: 0.17415153980255127 (0.16682073880325668) | > loss_disc_real_2: 0.17445097863674164 (0.21031645820899444) | > loss_disc_real_3: 0.168046772480011 (0.22456685182723132) | > loss_disc_real_4: 0.17417879402637482 (0.1964186572215774) | > loss_disc_real_5: 0.13061916828155518 (0.1940172788771716) | > loss_0: 2.349433183670044 (2.39169623635032) | > loss_gen: 2.014709234237671 (2.2303490692918952) | > loss_kl: 1.9857008457183838 (2.4422382062131707) | > loss_feat: 8.663763046264648 (6.673912969502536) | > loss_mel: 20.235586166381836 (19.26194329695268) | > loss_duration: 2.1653032302856445 (2.2839027426459575) | > loss_1: 35.065059661865234 (32.89234629544345)  --> STEP: 23 | > loss_disc: 2.783900737762451 (2.4087486059769345) | > loss_disc_real_0: 0.22772879898548126 (0.15740450876562492) | > loss_disc_real_1: 0.17442606389522552 (0.16715140511160315) | > loss_disc_real_2: 0.224025696516037 (0.21091251204843106) | > loss_disc_real_3: 0.21793203055858612 (0.22427838133729022) | > loss_disc_real_4: 0.18792401254177094 (0.1960493248441945) | > loss_disc_real_5: 0.2597239017486572 (0.1968740885672362) | > loss_0: 2.783900737762451 (2.4087486059769345) | > loss_gen: 1.9498164653778076 (2.2181519995565) | > loss_kl: 2.1426382064819336 (2.4292121192683345) | > loss_feat: 6.874797344207764 (6.682647072750589) | > loss_mel: 18.371458053588867 (19.22322654724121) | > loss_duration: 2.298475742340088 (2.284536351328311) | > loss_1: 31.637184143066406 (32.8377740279488)  --> STEP: 24 | > loss_disc: 2.2986011505126953 (2.4041591286659245) | > loss_disc_real_0: 0.1254786252975464 (0.15607426362112164) | > loss_disc_real_1: 0.23608899116516113 (0.1700238045305014) | > loss_disc_real_2: 0.1948019415140152 (0.21024123827616373) | > loss_disc_real_3: 0.172861710190773 (0.22213602003951868) | > loss_disc_real_4: 0.21031004190444946 (0.1966435213883718) | > loss_disc_real_5: 0.20758932828903198 (0.19732055688897768) | > loss_0: 2.2986011505126953 (2.4041591286659245) | > loss_gen: 2.246788501739502 (2.2193451871474585) | > loss_kl: 1.9476377964019775 (2.4091465224822364) | > loss_feat: 5.422617435455322 (6.630145837863286) | > loss_mel: 18.584848403930664 (19.196627457936604) | > loss_duration: 2.3978660106658936 (2.289258420467377) | > loss_1: 30.59975814819336 (32.74452336629232)  --> STEP: 25 | > loss_disc: 2.5715787410736084 (2.410855913162232) | > loss_disc_real_0: 0.10994952917098999 (0.1542292742431164) | > loss_disc_real_1: 0.1453702598810196 (0.16903766274452214) | > loss_disc_real_2: 0.17085961997509003 (0.20866597354412078) | > loss_disc_real_3: 0.23405522108078003 (0.22261278808116913) | > loss_disc_real_4: 0.19092302024364471 (0.1964147013425827) | > loss_disc_real_5: 0.18594129383563995 (0.19686538636684417) | > loss_0: 2.5715787410736084 (2.410855913162232) | > loss_gen: 1.8421969413757324 (2.2042592573165893) | > loss_kl: 2.3435404300689697 (2.4065222787857055) | > loss_feat: 6.60499382019043 (6.629139757156372) | > loss_mel: 16.95431900024414 (19.106935119628908) | > loss_duration: 2.313314914703369 (2.290220680236817) | > loss_1: 30.058364868164062 (32.63707702636719)  --> STEP: 26 | > loss_disc: 2.684223175048828 (2.4213700386194086) | > loss_disc_real_0: 0.10865628719329834 (0.15247646704889262) | > loss_disc_real_1: 0.06688446551561356 (0.16510869362033334) | > loss_disc_real_2: 0.1609332263469696 (0.20683009865192267) | > loss_disc_real_3: 0.18249356746673584 (0.22106974113446015) | > loss_disc_real_4: 0.13785359263420105 (0.19416235100764495) | > loss_disc_real_5: 0.05835966020822525 (0.19153824305305114) | > loss_0: 2.684223175048828 (2.4213700386194086) | > loss_gen: 2.4741568565368652 (2.2146399342096768) | > loss_kl: 2.285189628601074 (2.401855638393989) | > loss_feat: 17.54265594482422 (7.048890379758982) | > loss_mel: 23.068328857421875 (19.25929641723633) | > loss_duration: 2.258519172668457 (2.2890013914841876) | > loss_1: 47.628849029541016 (33.21368364187387) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025492448073167065 (-2.4392054631173533e-06) | > avg_loss_disc: 2.4213700386194086 (+0.037926316261291504) | > avg_loss_disc_real_0: 0.15247646704889262 (+0.042400273709343045) | > avg_loss_disc_real_1: 0.16510869362033334 (-0.011555984043157969) | > avg_loss_disc_real_2: 0.20683009865192267 (-0.011964032856317669) | > avg_loss_disc_real_3: 0.22106974113446015 (-0.042347462131426816) | > avg_loss_disc_real_4: 0.19416235100764495 (-0.05586955123222792) | > avg_loss_disc_real_5: 0.19153824305305114 (-0.054948659183887305) | > avg_loss_0: 2.4213700386194086 (+0.037926316261291504) | > avg_loss_gen: 2.2146399342096768 (-0.18807827050869275) | > avg_loss_kl: 2.401855638393989 (+0.04620320980365511) | > avg_loss_feat: 7.048890379758982 (+0.055796302281893695) | > avg_loss_mel: 19.25929641723633 (+0.9589230464055092) | > avg_loss_duration: 2.2890013914841876 (-0.01305142732766873) | > avg_loss_1: 33.21368364187387 (+0.8597926359910204)  > EPOCH: 287/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:34:40)   --> TIME: 2024-06-11 03:34:46 -- STEP: 14/330 -- GLOBAL_STEP: 182725 | > loss_disc: 2.227236270904541 (2.3227592025484363) | > loss_disc_real_0: 0.11070391535758972 (0.10699613764882088) | > loss_disc_real_1: 0.21655258536338806 (0.19884511615548814) | > loss_disc_real_2: 0.23104050755500793 (0.2102278396487236) | > loss_disc_real_3: 0.1921803504228592 (0.21791929751634598) | > loss_disc_real_4: 0.18776515126228333 (0.219854260129588) | > loss_disc_real_5: 0.19949831068515778 (0.21217560768127441) | > loss_0: 2.227236270904541 (2.3227592025484363) | > grad_norm_0: tensor(16.7127, device='cuda:0') (tensor(15.3394, device='cuda:0')) | > loss_gen: 2.6303915977478027 (2.5152022497994557) | > loss_kl: 1.7381309270858765 (1.83246887581689) | > loss_feat: 7.784167766571045 (7.035167183194842) | > loss_mel: 19.072317123413086 (18.96688147953579) | > loss_duration: 2.0696165561676025 (2.1490394047328403) | > loss_1: 33.29462432861328 (32.498759269714355) | > grad_norm_1: tensor(126.2034, device='cuda:0') (tensor(150.8992, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3467 (0.3528548649379185) | > loader_time: 0.0033 (0.003057939665658133)  --> TIME: 2024-06-11 03:34:55 -- STEP: 39/330 -- GLOBAL_STEP: 182750 | > loss_disc: 2.351264238357544 (2.3039356561807485) | > loss_disc_real_0: 0.1186257004737854 (0.10705095491348168) | > loss_disc_real_1: 0.19128121435642242 (0.20044583617112574) | > loss_disc_real_2: 0.186899796128273 (0.21130697505596358) | > loss_disc_real_3: 0.20216380059719086 (0.2206966147208825) | > loss_disc_real_4: 0.23122097551822662 (0.22498689591884613) | > loss_disc_real_5: 0.208417147397995 (0.21424889449889845) | > loss_0: 2.351264238357544 (2.3039356561807485) | > grad_norm_0: tensor(8.5763, device='cuda:0') (tensor(12.8378, device='cuda:0')) | > loss_gen: 2.54723858833313 (2.561895639468461) | > loss_kl: 1.979893445968628 (1.8025052027824597) | > loss_feat: 7.84109354019165 (7.308533534025535) | > loss_mel: 19.253753662109375 (18.963342030843098) | > loss_duration: 2.069253444671631 (2.0792368283638587) | > loss_1: 33.69123458862305 (32.71551342499561) | > grad_norm_1: tensor(84.9887, device='cuda:0') (tensor(145.6021, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3591 (0.35020738992935574) | > loader_time: 0.0033 (0.003201753665239383)  --> TIME: 2024-06-11 03:35:04 -- STEP: 64/330 -- GLOBAL_STEP: 182775 | > loss_disc: 2.1512503623962402 (2.292894903570414) | > loss_disc_real_0: 0.07442478835582733 (0.10772377625107765) | > loss_disc_real_1: 0.18645603954792023 (0.19841925823129714) | > loss_disc_real_2: 0.18747611343860626 (0.21236610761843622) | > loss_disc_real_3: 0.2294652909040451 (0.22114128340035677) | > loss_disc_real_4: 0.22442537546157837 (0.2220144986640662) | > loss_disc_real_5: 0.21669211983680725 (0.21236618049442768) | > loss_0: 2.1512503623962402 (2.292894903570414) | > grad_norm_0: tensor(17.2958, device='cuda:0') (tensor(12.9261, device='cuda:0')) | > loss_gen: 2.6305272579193115 (2.5717055425047874) | > loss_kl: 1.8969385623931885 (1.804334171116352) | > loss_feat: 7.8651533126831055 (7.3967762514948845) | > loss_mel: 19.45958137512207 (18.915512531995777) | > loss_duration: 2.053792953491211 (2.0567433815449476) | > loss_1: 33.90599060058594 (32.7450719475746) | > grad_norm_1: tensor(227.0741, device='cuda:0') (tensor(149.3698, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.358 (0.3520398885011673) | > loader_time: 0.0037 (0.0033533014357089996)  --> TIME: 2024-06-11 03:35:13 -- STEP: 89/330 -- GLOBAL_STEP: 182800 | > loss_disc: 2.3304755687713623 (2.2861221961760787) | > loss_disc_real_0: 0.1301870346069336 (0.10765323093098202) | > loss_disc_real_1: 0.15317900478839874 (0.19787782229734271) | > loss_disc_real_2: 0.24431568384170532 (0.21323377848341224) | > loss_disc_real_3: 0.21002735197544098 (0.21978613031044436) | > loss_disc_real_4: 0.2079937607049942 (0.2198576227332769) | > loss_disc_real_5: 0.1794220209121704 (0.21256602597370577) | > loss_0: 2.3304755687713623 (2.2861221961760787) | > grad_norm_0: tensor(25.4330, device='cuda:0') (tensor(13.5983, device='cuda:0')) | > loss_gen: 2.4801619052886963 (2.58225923441769) | > loss_kl: 1.7312628030776978 (1.7972509231460227) | > loss_feat: 7.177774906158447 (7.448842777295059) | > loss_mel: 18.239749908447266 (18.81783862596148) | > loss_duration: 2.0464560985565186 (2.047246366404416) | > loss_1: 31.675405502319336 (32.693437919188085) | > grad_norm_1: tensor(231.8426, device='cuda:0') (tensor(157.0678, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3787 (0.3549127900198604) | > loader_time: 0.0037 (0.003466857953018017)  --> TIME: 2024-06-11 03:35:23 -- STEP: 114/330 -- GLOBAL_STEP: 182825 | > loss_disc: 2.3267807960510254 (2.29275679797457) | > loss_disc_real_0: 0.09426269680261612 (0.10917154954452264) | > loss_disc_real_1: 0.1927793174982071 (0.1972433403134346) | > loss_disc_real_2: 0.2147795855998993 (0.21295056779656493) | > loss_disc_real_3: 0.20553793013095856 (0.22138548014979614) | > loss_disc_real_4: 0.20625117421150208 (0.221292572455448) | > loss_disc_real_5: 0.19841571152210236 (0.21294130371850833) | > loss_0: 2.3267807960510254 (2.29275679797457) | > grad_norm_0: tensor(8.4836, device='cuda:0') (tensor(13.6913, device='cuda:0')) | > loss_gen: 2.6252880096435547 (2.576604261732937) | > loss_kl: 2.049694538116455 (1.8005115787188213) | > loss_feat: 7.802711009979248 (7.409591093397977) | > loss_mel: 19.184837341308594 (18.791879419694876) | > loss_duration: 2.048504590988159 (2.045871953169504) | > loss_1: 33.711036682128906 (32.624458346450545) | > grad_norm_1: tensor(192.5212, device='cuda:0') (tensor(162.1190, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3728 (0.35863077849672553) | > loader_time: 0.0041 (0.003609954265126011)  --> TIME: 2024-06-11 03:35:33 -- STEP: 139/330 -- GLOBAL_STEP: 182850 | > loss_disc: 2.2920162677764893 (2.3037016700497643) | > loss_disc_real_0: 0.08862346410751343 (0.11076074206142975) | > loss_disc_real_1: 0.21342356503009796 (0.19826233837244323) | > loss_disc_real_2: 0.19091947376728058 (0.21486236691046104) | > loss_disc_real_3: 0.1944946050643921 (0.22249905379127258) | > loss_disc_real_4: 0.1855551153421402 (0.2214261634315518) | > loss_disc_real_5: 0.1827261745929718 (0.21337727612728696) | > loss_0: 2.2920162677764893 (2.3037016700497643) | > grad_norm_0: tensor(14.5345, device='cuda:0') (tensor(15.1114, device='cuda:0')) | > loss_gen: 2.5699617862701416 (2.566927235761134) | > loss_kl: 1.5718129873275757 (1.800719367514411) | > loss_feat: 7.768109321594238 (7.361720486510571) | > loss_mel: 18.489688873291016 (18.780387617701255) | > loss_duration: 2.0909128189086914 (2.049377142096594) | > loss_1: 32.49048614501953 (32.55913191047503) | > grad_norm_1: tensor(366.8427, device='cuda:0') (tensor(177.8273, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3744 (0.36213777391172997) | > loader_time: 0.0042 (0.0037284274753049125)  --> TIME: 2024-06-11 03:35:42 -- STEP: 164/330 -- GLOBAL_STEP: 182875 | > loss_disc: 2.4218502044677734 (2.312660560375306) | > loss_disc_real_0: 0.19533458352088928 (0.1128993356009809) | > loss_disc_real_1: 0.18417787551879883 (0.1980041363617269) | > loss_disc_real_2: 0.22392678260803223 (0.21512614472246752) | > loss_disc_real_3: 0.2324499636888504 (0.22432213158505718) | > loss_disc_real_4: 0.2531726360321045 (0.22167963798089727) | > loss_disc_real_5: 0.23869052529335022 (0.21428961079658532) | > loss_0: 2.4218502044677734 (2.312660560375306) | > grad_norm_0: tensor(79.7429, device='cuda:0') (tensor(18.3849, device='cuda:0')) | > loss_gen: 2.374605655670166 (2.564564984019208) | > loss_kl: 1.898585557937622 (1.8069429244936965) | > loss_feat: 6.5406365394592285 (7.340603761556672) | > loss_mel: 17.64406394958496 (18.721463145279305) | > loss_duration: 2.1240251064300537 (2.0513944734887364) | > loss_1: 30.58191680908203 (32.48496939496296) | > grad_norm_1: tensor(319.4403, device='cuda:0') (tensor(200.1499, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.39 (0.36515224416081504) | > loader_time: 0.0063 (0.003861627927640589)  --> TIME: 2024-06-11 03:35:52 -- STEP: 189/330 -- GLOBAL_STEP: 182900 | > loss_disc: 2.232862710952759 (2.311454196455616) | > loss_disc_real_0: 0.05753806605935097 (0.1113737270669647) | > loss_disc_real_1: 0.2261304259300232 (0.19855420417571193) | > loss_disc_real_2: 0.252692848443985 (0.2156399337072221) | > loss_disc_real_3: 0.2449614703655243 (0.22443039636447948) | > loss_disc_real_4: 0.22046999633312225 (0.22130010714606632) | > loss_disc_real_5: 0.215715229511261 (0.21430490020090942) | > loss_0: 2.232862710952759 (2.311454196455616) | > grad_norm_0: tensor(27.0683, device='cuda:0') (tensor(19.7180, device='cuda:0')) | > loss_gen: 2.8244638442993164 (2.572940640979342) | > loss_kl: 1.7431681156158447 (1.8108540773391724) | > loss_feat: 7.458762168884277 (7.365673693399581) | > loss_mel: 18.290376663208008 (18.68892944174469) | > loss_duration: 2.130788564682007 (2.057545643634897) | > loss_1: 32.44755554199219 (32.495943543772206) | > grad_norm_1: tensor(359.6986, device='cuda:0') (tensor(219.2102, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3986 (0.3686528344633718) | > loader_time: 0.0048 (0.003999171433625397)  --> TIME: 2024-06-11 03:36:03 -- STEP: 214/330 -- GLOBAL_STEP: 182925 | > loss_disc: 2.4556658267974854 (2.3121769127444676) | > loss_disc_real_0: 0.0936194434762001 (0.1118540016882052) | > loss_disc_real_1: 0.22830432653427124 (0.1985240804257794) | > loss_disc_real_2: 0.2134338766336441 (0.21522062076864956) | > loss_disc_real_3: 0.23989452421665192 (0.22484750467761655) | > loss_disc_real_4: 0.23997202515602112 (0.22142725124537388) | > loss_disc_real_5: 0.21280787885189056 (0.21453575086649332) | > loss_0: 2.4556658267974854 (2.3121769127444676) | > grad_norm_0: tensor(6.6974, device='cuda:0') (tensor(21.3874, device='cuda:0')) | > loss_gen: 2.3546457290649414 (2.5773422562073307) | > loss_kl: 1.7891218662261963 (1.81150113645001) | > loss_feat: 5.694223403930664 (7.39435931232488) | > loss_mel: 16.846261978149414 (18.643284779842777) | > loss_duration: 2.1618666648864746 (2.0641202397435623) | > loss_1: 28.846120834350586 (32.49060781425403) | > grad_norm_1: tensor(229.1915, device='cuda:0') (tensor(239.6590, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.3989 (0.3732358529188923) | > loader_time: 0.0054 (0.004133318072167511)  --> TIME: 2024-06-11 03:36:13 -- STEP: 239/330 -- GLOBAL_STEP: 182950 | > loss_disc: 2.3277738094329834 (2.3105691337186403) | > loss_disc_real_0: 0.17930293083190918 (0.11281250800672435) | > loss_disc_real_1: 0.20069803297519684 (0.19852982947766531) | > loss_disc_real_2: 0.25124800205230713 (0.21529098777840827) | > loss_disc_real_3: 0.22713378071784973 (0.22449145936816306) | > loss_disc_real_4: 0.19999152421951294 (0.2204003532935386) | > loss_disc_real_5: 0.2065122425556183 (0.2135883128917367) | > loss_0: 2.3277738094329834 (2.3105691337186403) | > grad_norm_0: tensor(74.2411, device='cuda:0') (tensor(24.3461, device='cuda:0')) | > loss_gen: 2.811030626296997 (2.579684644563426) | > loss_kl: 1.8170193433761597 (1.8131260373103568) | > loss_feat: 7.3454790115356445 (7.385638901379318) | > loss_mel: 18.43123435974121 (18.605081071414716) | > loss_duration: 2.1067326068878174 (2.071525364740124) | > loss_1: 32.511497497558594 (32.45505617053936) | > grad_norm_1: tensor(165.3636, device='cuda:0') (tensor(254.7124, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.4024 (0.3769392368683755) | > loader_time: 0.0055 (0.004280288847919289)  --> TIME: 2024-06-11 03:36:24 -- STEP: 264/330 -- GLOBAL_STEP: 182975 | > loss_disc: 2.3154022693634033 (2.3195750695286357) | > loss_disc_real_0: 0.06654868274927139 (0.1153772291727364) | > loss_disc_real_1: 0.20900282263755798 (0.1990575548825842) | > loss_disc_real_2: 0.16496756672859192 (0.21581909703937444) | > loss_disc_real_3: 0.23034247756004333 (0.2252022216491627) | > loss_disc_real_4: 0.1840590089559555 (0.22110429061858944) | > loss_disc_real_5: 0.19308963418006897 (0.21446445855227383) | > loss_0: 2.3154022693634033 (2.3195750695286357) | > grad_norm_0: tensor(55.8767, device='cuda:0') (tensor(27.0273, device='cuda:0')) | > loss_gen: 2.379711389541626 (2.5747031894597128) | > loss_kl: 1.8307499885559082 (1.815960529627222) | > loss_feat: 6.784670829772949 (7.381034168330106) | > loss_mel: 17.833730697631836 (18.574582417805996) | > loss_duration: 2.1900877952575684 (2.0785807186003877) | > loss_1: 31.018951416015625 (32.424861207152844) | > grad_norm_1: tensor(375.9925, device='cuda:0') (tensor(269.7164, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.4438 (0.381913448825027) | > loader_time: 0.0061 (0.0044535958405696975)  --> TIME: 2024-06-11 03:36:36 -- STEP: 289/330 -- GLOBAL_STEP: 183000 | > loss_disc: 2.4303224086761475 (2.320720425114084) | > loss_disc_real_0: 0.20430073142051697 (0.11677265257468274) | > loss_disc_real_1: 0.25511014461517334 (0.1987000180981976) | > loss_disc_real_2: 0.19828589260578156 (0.215717484123979) | > loss_disc_real_3: 0.26696088910102844 (0.2255606867347209) | > loss_disc_real_4: 0.24526332318782806 (0.2216486874129946) | > loss_disc_real_5: 0.21569566428661346 (0.21436022046734304) | > loss_0: 2.4303224086761475 (2.320720425114084) | > grad_norm_0: tensor(55.1248, device='cuda:0') (tensor(29.0071, device='cuda:0')) | > loss_gen: 2.5106303691864014 (2.574584460175985) | > loss_kl: 1.771263837814331 (1.8191090158112735) | > loss_feat: 6.825437545776367 (7.381842114933634) | > loss_mel: 17.173171997070312 (18.515547504887042) | > loss_duration: 2.218991994857788 (2.087129835026486) | > loss_1: 30.499496459960938 (32.37821310366725) | > grad_norm_1: tensor(324.6452, device='cuda:0') (tensor(279.3754, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.4745 (0.3879219099724582) | > loader_time: 0.0072 (0.004628289529609019) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_183000.pth  --> TIME: 2024-06-11 03:36:54 -- STEP: 314/330 -- GLOBAL_STEP: 183025 | > loss_disc: 2.3179073333740234 (2.3183264238819166) | > loss_disc_real_0: 0.10519833862781525 (0.11683968511546493) | > loss_disc_real_1: 0.18612278997898102 (0.1989792339076662) | > loss_disc_real_2: 0.2361745685338974 (0.2153675648721919) | > loss_disc_real_3: 0.18539640307426453 (0.22489931481848857) | > loss_disc_real_4: 0.21723106503486633 (0.22138276976195115) | > loss_disc_real_5: 0.20089110732078552 (0.21395821964285175) | > loss_0: 2.3179073333740234 (2.3183264238819166) | > grad_norm_0: tensor(9.2648, device='cuda:0') (tensor(27.9748, device='cuda:0')) | > loss_gen: 2.464435338973999 (2.56841609584298) | > loss_kl: 1.7946643829345703 (1.8218106764137365) | > loss_feat: 8.101085662841797 (7.396531074669711) | > loss_mel: 17.379247665405273 (18.46586538424158) | > loss_duration: 2.275033473968506 (2.099054728723634) | > loss_1: 32.01446533203125 (32.35167811934355) | > grad_norm_1: tensor(171.6918, device='cuda:0') (tensor(276.2299, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.5465 (0.397313488516838) | > loader_time: 0.0122 (0.004871811836388459)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.434014320373535 (2.434014320373535) | > loss_disc_real_0: 0.10412845760583878 (0.10412845760583878) | > loss_disc_real_1: 0.24922090768814087 (0.24922090768814087) | > loss_disc_real_2: 0.1768527328968048 (0.1768527328968048) | > loss_disc_real_3: 0.19239549338817596 (0.19239549338817596) | > loss_disc_real_4: 0.13464690744876862 (0.13464690744876862) | > loss_disc_real_5: 0.1516806185245514 (0.1516806185245514) | > loss_0: 2.434014320373535 (2.434014320373535) | > loss_gen: 2.0416557788848877 (2.0416557788848877) | > loss_kl: 2.0690290927886963 (2.0690290927886963) | > loss_feat: 6.191841125488281 (6.191841125488281) | > loss_mel: 16.363685607910156 (16.363685607910156) | > loss_duration: 2.894601821899414 (2.894601821899414) | > loss_1: 29.560813903808594 (29.560813903808594)  --> STEP: 1 | > loss_disc: 2.2786669731140137 (2.2786669731140137) | > loss_disc_real_0: 0.1239459440112114 (0.1239459440112114) | > loss_disc_real_1: 0.25059977173805237 (0.25059977173805237) | > loss_disc_real_2: 0.19520917534828186 (0.19520917534828186) | > loss_disc_real_3: 0.17469525337219238 (0.17469525337219238) | > loss_disc_real_4: 0.18157418072223663 (0.18157418072223663) | > loss_disc_real_5: 0.19068220257759094 (0.19068220257759094) | > loss_0: 2.2786669731140137 (2.2786669731140137) | > loss_gen: 2.2320995330810547 (2.2320995330810547) | > loss_kl: 2.891845941543579 (2.891845941543579) | > loss_feat: 5.926076412200928 (5.926076412200928) | > loss_mel: 18.135089874267578 (18.135089874267578) | > loss_duration: 2.304626941680908 (2.304626941680908) | > loss_1: 31.48973846435547 (31.48973846435547)  --> STEP: 2 | > loss_disc: 2.086362600326538 (2.182514786720276) | > loss_disc_real_0: 0.0803299993276596 (0.1021379716694355) | > loss_disc_real_1: 0.17313256859779358 (0.21186617016792297) | > loss_disc_real_2: 0.25059181451797485 (0.22290049493312836) | > loss_disc_real_3: 0.254049688577652 (0.21437247097492218) | > loss_disc_real_4: 0.17996962368488312 (0.18077190220355988) | > loss_disc_real_5: 0.1687583029270172 (0.17972025275230408) | > loss_0: 2.086362600326538 (2.182514786720276) | > loss_gen: 2.5867369174957275 (2.409418225288391) | > loss_kl: 2.4700474739074707 (2.680946707725525) | > loss_feat: 6.558045387268066 (6.242060899734497) | > loss_mel: 21.131385803222656 (19.633237838745117) | > loss_duration: 2.477665901184082 (2.391146421432495) | > loss_1: 35.223880767822266 (33.35680961608887)  --> STEP: 3 | > loss_disc: 2.1079232692718506 (2.157650947570801) | > loss_disc_real_0: 0.14040185511112213 (0.11489259948333104) | > loss_disc_real_1: 0.1519690901041031 (0.19190047681331635) | > loss_disc_real_2: 0.20033229887485504 (0.21537776291370392) | > loss_disc_real_3: 0.2690402567386627 (0.23259506622950235) | > loss_disc_real_4: 0.21897858381271362 (0.19350746273994446) | > loss_disc_real_5: 0.2197837084531784 (0.19307473798592886) | > loss_0: 2.1079232692718506 (2.157650947570801) | > loss_gen: 3.1226563453674316 (2.647164265314738) | > loss_kl: 2.547306537628174 (2.636399984359741) | > loss_feat: 7.698799133300781 (6.727640310923259) | > loss_mel: 20.00924301147461 (19.758572896321613) | > loss_duration: 2.1872291564941406 (2.323173999786377) | > loss_1: 35.56523513793945 (34.09295145670573)  --> STEP: 4 | > loss_disc: 2.543168067932129 (2.254030227661133) | > loss_disc_real_0: 0.10646910965442657 (0.11278672702610493) | > loss_disc_real_1: 0.2688772976398468 (0.21114468201994896) | > loss_disc_real_2: 0.16870035231113434 (0.20370841026306152) | > loss_disc_real_3: 0.3203287124633789 (0.2545284777879715) | > loss_disc_real_4: 0.23373572528362274 (0.20356452837586403) | > loss_disc_real_5: 0.29094576835632324 (0.21754249557852745) | > loss_0: 2.543168067932129 (2.254030227661133) | > loss_gen: 2.242338180541992 (2.5459577441215515) | > loss_kl: 2.9214346408843994 (2.7076586484909058) | > loss_feat: 4.523691177368164 (6.176653027534485) | > loss_mel: 19.80611801147461 (19.770459175109863) | > loss_duration: 2.219796657562256 (2.2973296642303467) | > loss_1: 31.71337890625 (33.4980583190918)  --> STEP: 5 | > loss_disc: 2.2529075145721436 (2.253805685043335) | > loss_disc_real_0: 0.131386399269104 (0.11650666147470475) | > loss_disc_real_1: 0.31012558937072754 (0.23094086349010468) | > loss_disc_real_2: 0.23137207329273224 (0.20924114286899567) | > loss_disc_real_3: 0.27101579308509827 (0.25782594084739685) | > loss_disc_real_4: 0.22511281073093414 (0.20787418484687806) | > loss_disc_real_5: 0.25148770213127136 (0.22433153688907623) | > loss_0: 2.2529075145721436 (2.253805685043335) | > loss_gen: 3.0049808025360107 (2.637762355804443) | > loss_kl: 1.8048015832901 (2.5270872354507445) | > loss_feat: 7.017831802368164 (6.34488878250122) | > loss_mel: 19.8021183013916 (19.77679100036621) | > loss_duration: 2.3420767784118652 (2.3062790870666503) | > loss_1: 33.97180938720703 (33.59280853271484)  --> STEP: 6 | > loss_disc: 2.445305824279785 (2.2857223749160767) | > loss_disc_real_0: 0.11449979990720749 (0.11617218454678853) | > loss_disc_real_1: 0.29511964321136475 (0.24163732677698135) | > loss_disc_real_2: 0.1860084980726242 (0.20536903540293375) | > loss_disc_real_3: 0.30149543285369873 (0.26510418951511383) | > loss_disc_real_4: 0.25235843658447266 (0.21528822680314383) | > loss_disc_real_5: 0.2938980758190155 (0.2359259600440661) | > loss_0: 2.445305824279785 (2.2857223749160767) | > loss_gen: 2.8243460655212402 (2.6688596407572427) | > loss_kl: 2.284674882888794 (2.4866851766904197) | > loss_feat: 5.728625297546387 (6.242178201675415) | > loss_mel: 18.88422393798828 (19.628029823303223) | > loss_duration: 2.145419120788574 (2.279469092686971) | > loss_1: 31.867290496826172 (33.30522219340006)  --> STEP: 7 | > loss_disc: 2.298130512237549 (2.287494965962001) | > loss_disc_real_0: 0.19040530920028687 (0.12677691664014543) | > loss_disc_real_1: 0.25893792510032654 (0.24410884082317352) | > loss_disc_real_2: 0.1954907327890396 (0.20395784931523459) | > loss_disc_real_3: 0.2986116111278534 (0.2698909640312195) | > loss_disc_real_4: 0.21505865454673767 (0.21525543076651438) | > loss_disc_real_5: 0.253730833530426 (0.2384695133992604) | > loss_0: 2.298130512237549 (2.287494965962001) | > loss_gen: 2.815366744995117 (2.6897892270769392) | > loss_kl: 3.2755203247070312 (2.599375912121364) | > loss_feat: 7.390374660491943 (6.406206267220633) | > loss_mel: 18.434879302978516 (19.45757974897112) | > loss_duration: 2.423151969909668 (2.2999952180044994) | > loss_1: 34.33929443359375 (33.45294679914202)  --> STEP: 8 | > loss_disc: 2.4474968910217285 (2.307495206594467) | > loss_disc_real_0: 0.18957838416099548 (0.1346271000802517) | > loss_disc_real_1: 0.26552340388298035 (0.24678566120564938) | > loss_disc_real_2: 0.2147800624370575 (0.20531062595546246) | > loss_disc_real_3: 0.245621457695961 (0.26685727573931217) | > loss_disc_real_4: 0.21071632206439972 (0.21468804217875004) | > loss_disc_real_5: 0.21876083314418793 (0.23600592836737633) | > loss_0: 2.4474968910217285 (2.307495206594467) | > loss_gen: 2.5063538551330566 (2.666859805583954) | > loss_kl: 2.348799467086792 (2.5680538564920425) | > loss_feat: 6.173369884490967 (6.377101719379425) | > loss_mel: 17.897367477416992 (19.262553215026855) | > loss_duration: 2.1439528465270996 (2.280489921569824) | > loss_1: 31.069843292236328 (33.15505886077881)  --> STEP: 9 | > loss_disc: 2.4543569087982178 (2.323813173505995) | > loss_disc_real_0: 0.175850972533226 (0.1392075303528044) | > loss_disc_real_1: 0.16987071931362152 (0.23823955655097961) | > loss_disc_real_2: 0.23830577731132507 (0.20897675388389164) | > loss_disc_real_3: 0.2103269249200821 (0.2605761256482866) | > loss_disc_real_4: 0.23208492994308472 (0.21662102970812055) | > loss_disc_real_5: 0.16963349282741547 (0.22863121330738068) | > loss_0: 2.4543569087982178 (2.323813173505995) | > loss_gen: 2.4141526222229004 (2.6387812296549478) | > loss_kl: 2.177340269088745 (2.524641235669454) | > loss_feat: 10.954438209533691 (6.885694662729899) | > loss_mel: 19.979358673095703 (19.342198265923393) | > loss_duration: 2.1162567138671875 (2.2622417873806424) | > loss_1: 37.64154815673828 (33.65355767144097)  --> STEP: 10 | > loss_disc: 2.160187244415283 (2.3074505805969237) | > loss_disc_real_0: 0.19636176526546478 (0.14492295384407045) | > loss_disc_real_1: 0.33479318022727966 (0.24789491891860962) | > loss_disc_real_2: 0.2438177615404129 (0.21246085464954376) | > loss_disc_real_3: 0.2443958967924118 (0.25895810276269915) | > loss_disc_real_4: 0.1651526540517807 (0.21147419214248658) | > loss_disc_real_5: 0.20737481117248535 (0.22650557309389113) | > loss_0: 2.160187244415283 (2.3074505805969237) | > loss_gen: 3.0554933547973633 (2.6804524421691895) | > loss_kl: 2.5348339080810547 (2.525660502910614) | > loss_feat: 6.40364933013916 (6.837490129470825) | > loss_mel: 18.58318519592285 (19.26629695892334) | > loss_duration: 2.3187830448150635 (2.2678959131240846) | > loss_1: 32.89594268798828 (33.577796173095706)  --> STEP: 11 | > loss_disc: 2.5172252655029297 (2.3265210064974697) | > loss_disc_real_0: 0.15174514055252075 (0.14554315263574774) | > loss_disc_real_1: 0.1968015432357788 (0.24325006658380682) | > loss_disc_real_2: 0.24266880750656128 (0.2152070321819999) | > loss_disc_real_3: 0.2929430902004242 (0.2620476470752196) | > loss_disc_real_4: 0.15597398579120636 (0.20642871883782474) | > loss_disc_real_5: 0.34104281663894653 (0.23691804977980527) | > loss_0: 2.5172252655029297 (2.3265210064974697) | > loss_gen: 2.4996254444122314 (2.664013624191284) | > loss_kl: 2.790457010269165 (2.5497329126704824) | > loss_feat: 6.50224494934082 (6.807013294913552) | > loss_mel: 17.7125244140625 (19.125044909390535) | > loss_duration: 2.4022440910339355 (2.2801093838431616) | > loss_1: 31.90709686279297 (33.42591441761363)  --> STEP: 12 | > loss_disc: 2.1463074684143066 (2.311503211657206) | > loss_disc_real_0: 0.14754225313663483 (0.14570974434415498) | > loss_disc_real_1: 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loss_disc_real_4: 0.18511874973773956 (0.2049968850154143) | > loss_disc_real_5: 0.19482339918613434 (0.23234819219662592) | > loss_0: 2.1054751873016357 (2.295654902091393) | > loss_gen: 2.7849693298339844 (2.693940364397489) | > loss_kl: 2.5030672550201416 (2.5389903967197123) | > loss_feat: 7.55963134765625 (6.822210495288555) | > loss_mel: 19.137672424316406 (19.06326044522799) | > loss_duration: 2.0719900131225586 (2.2592315490429216) | > loss_1: 34.05733108520508 (33.377633608304535)  --> STEP: 14 | > loss_disc: 2.533878803253174 (2.3126708950315202) | > loss_disc_real_0: 0.1708289384841919 (0.14874247035809926) | > loss_disc_real_1: 0.26561370491981506 (0.23694959708622523) | > loss_disc_real_2: 0.14585942029953003 (0.21035453038556234) | > loss_disc_real_3: 0.27304187417030334 (0.2586991637945175) | > loss_disc_real_4: 0.2073516994714737 (0.20516508604798997) | > loss_disc_real_5: 0.24938353896141052 (0.23356500267982483) | > loss_0: 2.533878803253174 (2.3126708950315202) | > loss_gen: 2.356973648071289 (2.669871313231332) | > loss_kl: 3.13494873046875 (2.581558849130358) | > loss_feat: 6.440720558166504 (6.794961214065552) | > loss_mel: 19.305450439453125 (19.080559730529785) | > loss_duration: 2.3396639823913574 (2.264976722853524) | > loss_1: 33.577754974365234 (33.391927991594585)  --> STEP: 15 | > loss_disc: 2.4833786487579346 (2.3240514119466145) | > loss_disc_real_0: 0.15031957626342773 (0.14884761075178782) | > loss_disc_real_1: 0.21399147808551788 (0.23541905581951142) | > loss_disc_real_2: 0.2258904129266739 (0.21139025588830312) | > loss_disc_real_3: 0.21979910135269165 (0.2561058262983958) | > loss_disc_real_4: 0.1392398327589035 (0.2007700691620509) | > loss_disc_real_5: 0.2100691944360733 (0.23199861546357473) | > loss_0: 2.4833786487579346 (2.3240514119466145) | > loss_gen: 2.362368583679199 (2.64937113126119) | > loss_kl: 3.169621467590332 (2.6207630236943564) | > loss_feat: 7.21710205078125 (6.823103936513265) | > loss_mel: 19.36867332458496 (19.0997673034668) | > loss_duration: 2.3121657371520996 (2.268122657140096) | > loss_1: 34.429931640625 (33.46112823486328)  --> STEP: 16 | > loss_disc: 2.3251237869262695 (2.324118435382843) | > loss_disc_real_0: 0.15549084544181824 (0.14926281291991472) | > loss_disc_real_1: 0.25569573044776917 (0.23668634798377752) | > loss_disc_real_2: 0.22350703179836273 (0.21214755438268185) | > loss_disc_real_3: 0.217033252120018 (0.2536637904122472) | > loss_disc_real_4: 0.2197931855916977 (0.2019590139389038) | > loss_disc_real_5: 0.20811475813388824 (0.23050587438046932) | > loss_0: 2.3251237869262695 (2.324118435382843) | > loss_gen: 2.512576103210449 (2.6408214420080185) | > loss_kl: 1.8715956211090088 (2.573940061032772) | > loss_feat: 6.137526512145996 (6.780255347490311) | > loss_mel: 18.095483779907227 (19.036999583244324) | > loss_duration: 2.31242036819458 (2.2708912640810013) | > loss_1: 30.929603576660156 (33.302907943725586)  --> STEP: 17 | > loss_disc: 2.1335527896881104 (2.312908691518447) | > loss_disc_real_0: 0.13039499521255493 (0.14815294129007003) | > loss_disc_real_1: 0.18351131677627563 (0.23355840497157154) | > loss_disc_real_2: 0.24177776277065277 (0.21389050781726837) | > loss_disc_real_3: 0.24499763548374176 (0.25315401659292336) | > loss_disc_real_4: 0.24378061294555664 (0.2044191079981187) | > loss_disc_real_5: 0.16045132279396057 (0.22638501840479233) | > loss_0: 2.1335527896881104 (2.312908691518447) | > loss_gen: 2.621882915496826 (2.6397074110367718) | > loss_kl: 1.9801294803619385 (2.539010026875664) | > loss_feat: 6.1003642082214355 (6.74026175106273) | > loss_mel: 19.050792694091797 (19.03781094270594) | > loss_duration: 2.419663429260254 (2.279642567915075) | > loss_1: 32.17283248901367 (33.236432916977826)  --> STEP: 18 | > loss_disc: 2.159104585647583 (2.3043640189700656) | > loss_disc_real_0: 0.15735024213790894 (0.1486639024482833) | > loss_disc_real_1: 0.1321677416563034 (0.22792559034294552) | > loss_disc_real_2: 0.1973886936903 (0.21297374036577013) | > loss_disc_real_3: 0.2548920512199402 (0.25325057407220203) | > loss_disc_real_4: 0.19717219471931458 (0.20401650170485178) | > loss_disc_real_5: 0.17190450429916382 (0.22335832317670187) | > loss_0: 2.159104585647583 (2.3043640189700656) | > loss_gen: 2.8845560550689697 (2.653310113483005) | > loss_kl: 2.20544695854187 (2.5204787453015647) | > loss_feat: 8.42764949798584 (6.834005514780681) | > loss_mel: 19.15070343017578 (19.044082747565376) | > loss_duration: 2.2572407722473145 (2.2783980237113104) | > loss_1: 34.92559814453125 (33.33027542961968)  --> STEP: 19 | > loss_disc: 2.4645063877105713 (2.3127925646932503) | > loss_disc_real_0: 0.1690642237663269 (0.1497376035702856) | > loss_disc_real_1: 0.26745858788490295 (0.23000627442410118) | > loss_disc_real_2: 0.24913178384304047 (0.21487679528562645) | > loss_disc_real_3: 0.24661830067634583 (0.2529015070513675) | > loss_disc_real_4: 0.2549004852771759 (0.20669460610339516) | > loss_disc_real_5: 0.2896677851676941 (0.2268482948604383) | > loss_0: 2.4645063877105713 (2.3127925646932503) | > loss_gen: 2.6047070026397705 (2.6507520550175716) | > loss_kl: 2.008044719696045 (2.49350853342759) | > loss_feat: 6.235477447509766 (6.802504037555895) | > loss_mel: 18.594545364379883 (19.020422885292454) | > loss_duration: 2.3087048530578613 (2.279993119992708) | > loss_1: 31.751480102539062 (33.2471809387207)  --> STEP: 20 | > loss_disc: 2.391059637069702 (2.316705918312073) | > loss_disc_real_0: 0.23050709068775177 (0.1537760779261589) | > loss_disc_real_1: 0.20098860561847687 (0.22855539098381997) | > loss_disc_real_2: 0.25851377844810486 (0.2170586444437504) | > loss_disc_real_3: 0.2521667182445526 (0.2528647676110268) | > loss_disc_real_4: 0.19940030574798584 (0.2063298910856247) | > loss_disc_real_5: 0.2762504816055298 (0.22931840419769287) | > loss_0: 2.391059637069702 (2.316705918312073) | > loss_gen: 2.6554365158081055 (2.6509862780570983) | > loss_kl: 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(2.2699858461107527) | > loss_1: 30.858976364135742 (33.111438660394576)  --> STEP: 22 | > loss_disc: 2.308814287185669 (2.325032364238392) | > loss_disc_real_0: 0.17557336390018463 (0.15626985444263977) | > loss_disc_real_1: 0.17292341589927673 (0.22670812701637094) | > loss_disc_real_2: 0.18493327498435974 (0.21732850169593637) | > loss_disc_real_3: 0.20022836327552795 (0.251330853863196) | > loss_disc_real_4: 0.18059833347797394 (0.20680980316617273) | > loss_disc_real_5: 0.25248444080352783 (0.22981760921803387) | > loss_0: 2.308814287185669 (2.325032364238392) | > loss_gen: 2.500812530517578 (2.636880321936174) | > loss_kl: 1.9730300903320312 (2.477847624908794) | > loss_feat: 7.588695526123047 (6.815367850390348) | > loss_mel: 19.334091186523438 (18.93659192865545) | > loss_duration: 2.150900363922119 (2.264572869647633) | > loss_1: 33.54753112792969 (33.131261045282535)  --> STEP: 23 | > loss_disc: 2.621335744857788 (2.3379151199174966) | > loss_disc_real_0: 0.21967025101184845 (0.1590263934239097) | > loss_disc_real_1: 0.19422075152397156 (0.22529563242974487) | > loss_disc_real_2: 0.2271801382303238 (0.21775683371917062) | > loss_disc_real_3: 0.30547624826431274 (0.2536850014458532) | > loss_disc_real_4: 0.29898276925086975 (0.21081732343072476) | > loss_disc_real_5: 0.3249346613883972 (0.23395313322544098) | > loss_0: 2.621335744857788 (2.3379151199174966) | > loss_gen: 2.498568058013916 (2.630866745243902) | > loss_kl: 2.5829312801361084 (2.4824164794838945) | > loss_feat: 4.566967487335205 (6.717611312866211) | > loss_mel: 14.51131820678711 (18.744188723356825) | > loss_duration: 2.257784366607666 (2.2642777173415474) | > loss_1: 26.41756820678711 (32.839361356652304)  --> STEP: 24 | > loss_disc: 2.161414861679077 (2.3305609424908957) | > loss_disc_real_0: 0.136550635099411 (0.15808990349372226) | > loss_disc_real_1: 0.23533061146736145 (0.22571375655631223) | > loss_disc_real_2: 0.23116829991340637 (0.2183156448105971) | > loss_disc_real_3: 0.23204003274440765 (0.25278312774995965) | > loss_disc_real_4: 0.17752107977867126 (0.20942997994522253) | > loss_disc_real_5: 0.19291609525680542 (0.2322432566434145) | > loss_0: 2.161414861679077 (2.3305609424908957) | > loss_gen: 2.656611204147339 (2.631939431031545) | > loss_kl: 2.711599349975586 (2.4919657657543817) | > loss_feat: 8.018254280090332 (6.771804769833882) | > loss_mel: 20.1979923248291 (18.80476387341817) | > loss_duration: 2.3914270401000977 (2.26957560578982) | > loss_1: 35.97588348388672 (32.97004977862041)  --> STEP: 25 | > loss_disc: 2.1650173664093018 (2.323939199447632) | > loss_disc_real_0: 0.11241234093904495 (0.15626280099153517) | > loss_disc_real_1: 0.2046777904033661 (0.2248723179101944) | > loss_disc_real_2: 0.23467080295085907 (0.2189698511362076) | > loss_disc_real_3: 0.1686926782131195 (0.24941950976848604) | > loss_disc_real_4: 0.14138451218605042 (0.20670816123485566) | > loss_disc_real_5: 0.21194082498550415 (0.23143115937709807) | > loss_0: 2.1650173664093018 (2.323939199447632) | > loss_gen: 2.7173972129821777 (2.63535774230957) | > loss_kl: 2.2511260509490967 (2.4823321771621703) | > loss_feat: 8.443524360656738 (6.838673553466797) | > loss_mel: 18.131807327270508 (18.777845611572264) | > loss_duration: 2.3449866771698 (2.2725920486450195) | > loss_1: 33.88884353637695 (33.006801528930666)  --> STEP: 26 | > loss_disc: 2.308572769165039 (2.323348182898301) | > loss_disc_real_0: 0.1997523307800293 (0.15793547521416956) | > loss_disc_real_1: 0.16694335639476776 (0.22264428092883184) | > loss_disc_real_2: 0.2643742859363556 (0.2207161755515979) | > loss_disc_real_3: 0.24720917642116547 (0.24933449694743523) | > loss_disc_real_4: 0.256591796875 (0.20862676260563043) | > loss_disc_real_5: 0.2721983790397644 (0.2329991293641237) | > loss_0: 2.308572769165039 (2.323348182898301) | > loss_gen: 2.719712972640991 (2.6386021742453942) | > loss_kl: 2.0499329566955566 (2.4657014379134545) | > loss_feat: 9.530950546264648 (6.942222668574407) | > loss_mel: 19.59364891052246 (18.809222661531887) | > loss_duration: 2.275562286376953 (2.272706288557786) | > loss_1: 36.16980743408203 (33.12845560220572) --> EVAL PERFORMANCE | > avg_loader_time: 0.002366377757145808 (-0.00018286705017089844) | > avg_loss_disc: 2.323348182898301 (-0.09802185572110744) | > avg_loss_disc_real_0: 0.15793547521416956 (+0.005459008165276946) | > avg_loss_disc_real_1: 0.22264428092883184 (+0.057535587308498504) | > avg_loss_disc_real_2: 0.2207161755515979 (+0.01388607689967522) | > avg_loss_disc_real_3: 0.24933449694743523 (+0.02826475581297508) | > avg_loss_disc_real_4: 0.20862676260563043 (+0.014464411597985477) | > avg_loss_disc_real_5: 0.2329991293641237 (+0.04146088631107256) | > avg_loss_0: 2.323348182898301 (-0.09802185572110744) | > avg_loss_gen: 2.6386021742453942 (+0.4239622400357175) | > avg_loss_kl: 2.4657014379134545 (+0.06384579951946545) | > avg_loss_feat: 6.942222668574407 (-0.10666771118457508) | > avg_loss_mel: 18.809222661531887 (-0.4500737557044445) | > avg_loss_duration: 2.272706288557786 (-0.016295102926401572) | > avg_loss_1: 33.12845560220572 (-0.08522803966815218)  > EPOCH: 288/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:37:23)   --> TIME: 2024-06-11 03:37:27 -- STEP: 9/330 -- GLOBAL_STEP: 183050 | > loss_disc: 2.2470433712005615 (2.2931254704793296) | > loss_disc_real_0: 0.08352027088403702 (0.10696362124549018) | > loss_disc_real_1: 0.2024427056312561 (0.19474979241689047) | > loss_disc_real_2: 0.20520012080669403 (0.21079262594381967) | > loss_disc_real_3: 0.20372377336025238 (0.23585033085611132) | > loss_disc_real_4: 0.2579041123390198 (0.2332625687122345) | > loss_disc_real_5: 0.2000313401222229 (0.22460558513800302) | > loss_0: 2.2470433712005615 (2.2931254704793296) | > grad_norm_0: tensor(6.0652, device='cuda:0') (tensor(7.1403, device='cuda:0')) | > loss_gen: 2.6413838863372803 (2.583045164744059) | > loss_kl: 2.0085408687591553 (1.7709610329733954) | > loss_feat: 7.134712219238281 (7.102680047353108) | > loss_mel: 18.914369583129883 (18.88932122124566) | > loss_duration: 2.128786087036133 (2.208285437689887) | > loss_1: 32.82779312133789 (32.554292890760635) | > grad_norm_1: tensor(46.6049, device='cuda:0') (tensor(73.2169, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3427 (0.3521149158477783) | > loader_time: 0.003 (0.003059122297498915)  --> TIME: 2024-06-11 03:37:36 -- STEP: 34/330 -- GLOBAL_STEP: 183075 | > loss_disc: 2.2254691123962402 (2.290215716642492) | > loss_disc_real_0: 0.0833137035369873 (0.10750487008515526) | > loss_disc_real_1: 0.1782180219888687 (0.19436773701625712) | > loss_disc_real_2: 0.22593504190444946 (0.21217643557225957) | > loss_disc_real_3: 0.24157439172267914 (0.2279273328535697) | > loss_disc_real_4: 0.20740412175655365 (0.22532342812594244) | > loss_disc_real_5: 0.1842271238565445 (0.215205019011217) | > loss_0: 2.2254691123962402 (2.290215716642492) | > grad_norm_0: tensor(11.9199, device='cuda:0') (tensor(7.6798, device='cuda:0')) | > loss_gen: 2.706181287765503 (2.5700242309009327) | > loss_kl: 1.9444504976272583 (1.809860720353968) | > loss_feat: 7.770207405090332 (7.246054621303783) | > loss_mel: 19.281492233276367 (18.71582020030302) | > loss_duration: 2.082134246826172 (2.0883947155054883) | > loss_1: 33.78446578979492 (32.4301544638241) | > grad_norm_1: tensor(226.1571, device='cuda:0') (tensor(100.9610, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3439 (0.3573418855667114) | > loader_time: 0.0035 (0.003323246450985179)  --> TIME: 2024-06-11 03:37:45 -- STEP: 59/330 -- GLOBAL_STEP: 183100 | > loss_disc: 2.216195583343506 (2.300447362964436) | > loss_disc_real_0: 0.11019520461559296 (0.10953999159194655) | > loss_disc_real_1: 0.16235102713108063 (0.19766328067092573) | > loss_disc_real_2: 0.24773727357387543 (0.2119955897836362) | > loss_disc_real_3: 0.2224033623933792 (0.22692372637279964) | > loss_disc_real_4: 0.22846157848834991 (0.2239830115083921) | > loss_disc_real_5: 0.19990529119968414 (0.21348700659759975) | > loss_0: 2.216195583343506 (2.300447362964436) | > grad_norm_0: tensor(9.6045, device='cuda:0') (tensor(7.9044, device='cuda:0')) | > loss_gen: 2.7178094387054443 (2.557101180997946) | > loss_kl: 1.7273062467575073 (1.7925745875148449) | > loss_feat: 7.714993000030518 (7.285659644563319) | > loss_mel: 18.745380401611328 (18.747516405784474) | > loss_duration: 1.9847326278686523 (2.059236496181811) | > loss_1: 32.890220642089844 (32.442088110972264) | > grad_norm_1: tensor(152.5508, device='cuda:0') (tensor(99.9357, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3505 (0.3569719751002425) | > loader_time: 0.0035 (0.0034321041430457164)  --> TIME: 2024-06-11 03:37:54 -- STEP: 84/330 -- GLOBAL_STEP: 183125 | > loss_disc: 2.3708813190460205 (2.3029242924281528) | > loss_disc_real_0: 0.09687574207782745 (0.11251659859858808) | > loss_disc_real_1: 0.22978921234607697 (0.19868006521747225) | > loss_disc_real_2: 0.1898229718208313 (0.2125368137799558) | > loss_disc_real_3: 0.24968504905700684 (0.22729859110854922) | > loss_disc_real_4: 0.25331759452819824 (0.22225171096977733) | > loss_disc_real_5: 0.22915370762348175 (0.21257664937348592) | > loss_0: 2.3708813190460205 (2.3029242924281528) | > grad_norm_0: tensor(10.3845, device='cuda:0') (tensor(9.9120, device='cuda:0')) | > loss_gen: 2.450746536254883 (2.555354504358201) | > loss_kl: 1.835825800895691 (1.8137047645591555) | > loss_feat: 6.6687421798706055 (7.314204233033316) | > loss_mel: 18.148178100585938 (18.695404733930314) | > loss_duration: 2.113290309906006 (2.04854703659103) | > loss_1: 31.21678352355957 (32.42721512204126) | > grad_norm_1: tensor(217.2883, device='cuda:0') (tensor(136.3070, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3595 (0.35694875319798786) | > loader_time: 0.0037 (0.003518087523324149)  --> TIME: 2024-06-11 03:38:04 -- STEP: 109/330 -- GLOBAL_STEP: 183150 | > loss_disc: 2.269761323928833 (2.3016502157263803) | > loss_disc_real_0: 0.12347511947154999 (0.11302761822392088) | > loss_disc_real_1: 0.1867583990097046 (0.1969465230583051) | > loss_disc_real_2: 0.21825334429740906 (0.21230764140229708) | > loss_disc_real_3: 0.22535917162895203 (0.22753903324450922) | > loss_disc_real_4: 0.21827669441699982 (0.22324174355476276) | > loss_disc_real_5: 0.19179411232471466 (0.21324004971106117) | > loss_0: 2.269761323928833 (2.3016502157263803) | > grad_norm_0: tensor(16.3740, device='cuda:0') (tensor(11.9128, device='cuda:0')) | > loss_gen: 2.472841501235962 (2.560646302109465) | > loss_kl: 1.7446579933166504 (1.8083834013807665) | > loss_feat: 7.085988521575928 (7.317633956944177) | > loss_mel: 18.31599998474121 (18.65269261981369) | > loss_duration: 1.9883701801300049 (2.0469399625008253) | > loss_1: 31.607858657836914 (32.386296071043795) | > grad_norm_1: tensor(262.7708, device='cuda:0') (tensor(166.6848, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3626 (0.3582862079690356) | > loader_time: 0.0039 (0.0035993527928623583)  --> TIME: 2024-06-11 03:38:13 -- STEP: 134/330 -- GLOBAL_STEP: 183175 | > loss_disc: 2.2897863388061523 (2.3019066017065475) | > loss_disc_real_0: 0.115128293633461 (0.11301518020345204) | > loss_disc_real_1: 0.260334849357605 (0.19835386069408104) | > loss_disc_real_2: 0.20017662644386292 (0.21354753323900166) | > loss_disc_real_3: 0.21667426824569702 (0.226517913168046) | > loss_disc_real_4: 0.18822287023067474 (0.2208447388526219) | > loss_disc_real_5: 0.20010718703269958 (0.2114750434880826) | > loss_0: 2.2897863388061523 (2.3019066017065475) | > grad_norm_0: tensor(16.5340, device='cuda:0') (tensor(13.8534, device='cuda:0')) | > loss_gen: 2.6772515773773193 (2.565880658021614) | > loss_kl: 1.9367783069610596 (1.8188329258961464) | > loss_feat: 8.037016868591309 (7.337672073449662) | > loss_mel: 19.08653450012207 (18.678578547577356) | > loss_duration: 2.03556752204895 (2.048658460823457) | > loss_1: 33.77314758300781 (32.4496224673826) | > grad_norm_1: tensor(90.3578, device='cuda:0') (tensor(184.7581, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3569 (0.35985222503320496) | > loader_time: 0.004 (0.003709803766279078)  --> TIME: 2024-06-11 03:38:22 -- STEP: 159/330 -- GLOBAL_STEP: 183200 | > loss_disc: 2.093053102493286 (2.3015897154058296) | > loss_disc_real_0: 0.0753544345498085 (0.11342280681403179) | > loss_disc_real_1: 0.17643776535987854 (0.1990645853041103) | > loss_disc_real_2: 0.20037633180618286 (0.2135713351597576) | > loss_disc_real_3: 0.21516498923301697 (0.22637495379777825) | > loss_disc_real_4: 0.20983834564685822 (0.2205772986576992) | > loss_disc_real_5: 0.2255430370569229 (0.21159318932947122) | > loss_0: 2.093053102493286 (2.3015897154058296) | > grad_norm_0: tensor(4.2049, device='cuda:0') (tensor(15.9789, device='cuda:0')) | > loss_gen: 2.90242862701416 (2.5744245937035517) | > loss_kl: 1.782881498336792 (1.8255184836357645) | > loss_feat: 7.91944694519043 (7.347093852061145) | > loss_mel: 18.58395767211914 (18.66467736202216) | > loss_duration: 2.0515689849853516 (2.0499726983736144) | > loss_1: 33.24028015136719 (32.46168678811508) | > grad_norm_1: tensor(432.1809, device='cuda:0') (tensor(199.9060, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3733 (0.3620275101571713) | > loader_time: 0.0044 (0.003818080110369988)  --> TIME: 2024-06-11 03:38:33 -- STEP: 184/330 -- GLOBAL_STEP: 183225 | > loss_disc: 2.334268808364868 (2.305004947859308) | > loss_disc_real_0: 0.07662256807088852 (0.1141050941027377) | > loss_disc_real_1: 0.18938274681568146 (0.19933629149328108) | > loss_disc_real_2: 0.18627899885177612 (0.21301178528886774) | > loss_disc_real_3: 0.2283170372247696 (0.2265089784303437) | > loss_disc_real_4: 0.2275843322277069 (0.22021695963390495) | > loss_disc_real_5: 0.23455387353897095 (0.2120727299834075) | > loss_0: 2.334268808364868 (2.305004947859308) | > grad_norm_0: tensor(29.4468, device='cuda:0') (tensor(18.4315, device='cuda:0')) | > loss_gen: 2.529587745666504 (2.57859340439672) | > loss_kl: 1.93611741065979 (1.8342135438452596) | > loss_feat: 7.729933261871338 (7.359806516896123) | > loss_mel: 18.134906768798828 (18.650724296984464) | > loss_duration: 2.1026511192321777 (2.0557813275119523) | > loss_1: 32.43319320678711 (32.47911889656727) | > grad_norm_1: tensor(525.3792, device='cuda:0') (tensor(225.7517, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3957 (0.3663458707539932) | > loader_time: 0.0046 (0.003928165072980134)  --> TIME: 2024-06-11 03:38:43 -- STEP: 209/330 -- GLOBAL_STEP: 183250 | > loss_disc: 2.4648921489715576 (2.3079895380011024) | > loss_disc_real_0: 0.11973202228546143 (0.11478284165334474) | > loss_disc_real_1: 0.1776537448167801 (0.19906996696759638) | > loss_disc_real_2: 0.2579745054244995 (0.21317719714493272) | > loss_disc_real_3: 0.2453332543373108 (0.22671974311319834) | > loss_disc_real_4: 0.2782183885574341 (0.22114085053142749) | > loss_disc_real_5: 0.2485010027885437 (0.21263486068499715) | > loss_0: 2.4648921489715576 (2.3079895380011024) | > grad_norm_0: tensor(15.4819, device='cuda:0') (tensor(19.6133, device='cuda:0')) | > loss_gen: 2.457463502883911 (2.573822304392545) | > loss_kl: 1.8569483757019043 (1.8380978934502488) | > loss_feat: 6.799247741699219 (7.359552038913709) | > loss_mel: 17.827144622802734 (18.594448783180923) | > loss_duration: 2.12202787399292 (2.061879199657712) | > loss_1: 31.062833786010742 (32.427800073577984) | > grad_norm_1: tensor(205.4474, device='cuda:0') (tensor(236.4852, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.3933 (0.3698353105754944) | > loader_time: 0.0053 (0.004057180368158806)  --> TIME: 2024-06-11 03:38:53 -- STEP: 234/330 -- GLOBAL_STEP: 183275 | > loss_disc: 2.3420443534851074 (2.3061366081237793) | > loss_disc_real_0: 0.11081364750862122 (0.11481668402114485) | > loss_disc_real_1: 0.2508736252784729 (0.19920810433025035) | > loss_disc_real_2: 0.21157772839069366 (0.21313659611166033) | > loss_disc_real_3: 0.23859569430351257 (0.22622818499803543) | > loss_disc_real_4: 0.25016728043556213 (0.22076843163141838) | > loss_disc_real_5: 0.2345782220363617 (0.21237730604206395) | > loss_0: 2.3420443534851074 (2.3061366081237793) | > grad_norm_0: tensor(15.5162, device='cuda:0') (tensor(18.7672, device='cuda:0')) | > loss_gen: 2.592906951904297 (2.567145673637716) | > loss_kl: 1.847931146621704 (1.8440860316284702) | > loss_feat: 6.986799240112305 (7.340584084518954) | > loss_mel: 17.945537567138672 (18.548315741058087) | > loss_duration: 2.143073558807373 (2.069480480801345) | > loss_1: 31.51624870300293 (32.36961187868034) | > grad_norm_1: tensor(208.8169, device='cuda:0') (tensor(226.9679, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.4083 (0.37359987466763234) | > loader_time: 0.0055 (0.004194785387088093)  --> TIME: 2024-06-11 03:39:04 -- STEP: 259/330 -- GLOBAL_STEP: 183300 | > loss_disc: 2.338874340057373 (2.3093539545434782) | > loss_disc_real_0: 0.12127554416656494 (0.1150195299140735) | > loss_disc_real_1: 0.16468942165374756 (0.1990919372347331) | > loss_disc_real_2: 0.22310876846313477 (0.21298568267159482) | > loss_disc_real_3: 0.21817278861999512 (0.22671888325665449) | > loss_disc_real_4: 0.22878138720989227 (0.22134662422434243) | > loss_disc_real_5: 0.23190456628799438 (0.21282423526393862) | > loss_0: 2.338874340057373 (2.3093539545434782) | > grad_norm_0: tensor(15.7068, device='cuda:0') (tensor(19.0815, device='cuda:0')) | > loss_gen: 2.5052366256713867 (2.5615509265177954) | > loss_kl: 1.8255457878112793 (1.846323450559815) | > loss_feat: 6.428791046142578 (7.341891800574815) | > loss_mel: 17.503198623657227 (18.511072188270596) | > loss_duration: 2.170954704284668 (2.076282115056246) | > loss_1: 30.433727264404297 (32.337120394909206) | > grad_norm_1: tensor(59.7118, device='cuda:0') (tensor(232.1466, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.419 (0.37805303367408555) | > loader_time: 0.0059 (0.0043439055041456795)  --> TIME: 2024-06-11 03:39:15 -- STEP: 284/330 -- GLOBAL_STEP: 183325 | > loss_disc: 2.411942720413208 (2.3126593458820395) | > loss_disc_real_0: 0.09617248177528381 (0.11542195648374692) | > loss_disc_real_1: 0.19823579490184784 (0.19950735036441142) | > loss_disc_real_2: 0.20329546928405762 (0.2134386264837124) | > loss_disc_real_3: 0.20886723697185516 (0.2266530371992521) | > loss_disc_real_4: 0.20589087903499603 (0.22140885968233498) | > loss_disc_real_5: 0.21375763416290283 (0.21331297034319016) | > loss_0: 2.411942720413208 (2.3126593458820395) | > grad_norm_0: tensor(26.3106, device='cuda:0') (tensor(20.2696, device='cuda:0')) | > loss_gen: 2.29535174369812 (2.557211212708916) | > loss_kl: 1.8699442148208618 (1.8507903730365591) | > loss_feat: 6.803606033325195 (7.343731549424185) | > loss_mel: 18.231481552124023 (18.473735104144453) | > loss_duration: 2.175617218017578 (2.084653057262929) | > loss_1: 31.376001358032227 (32.31012118702199) | > grad_norm_1: tensor(350.1761, device='cuda:0') (tensor(249.1720, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.4575 (0.383635701427997) | > loader_time: 0.0077 (0.004519227524878275)  --> TIME: 2024-06-11 03:39:27 -- STEP: 309/330 -- GLOBAL_STEP: 183350 | > loss_disc: 2.310328483581543 (2.3161232394307945) | > loss_disc_real_0: 0.07517014443874359 (0.11654078005587012) | > loss_disc_real_1: 0.25330618023872375 (0.20026260346752933) | > loss_disc_real_2: 0.22135409712791443 (0.21372301534155816) | > loss_disc_real_3: 0.23199564218521118 (0.22653862997937743) | > loss_disc_real_4: 0.21986134350299835 (0.22137701718745495) | > loss_disc_real_5: 0.24263335764408112 (0.21338302779544904) | > loss_0: 2.310328483581543 (2.3161232394307945) | > grad_norm_0: tensor(18.2236, device='cuda:0') (tensor(22.4450, device='cuda:0')) | > loss_gen: 2.8504533767700195 (2.5575000267584347) | > loss_kl: 1.9600998163223267 (1.8529298324801005) | > loss_feat: 7.240444183349609 (7.360584393288326) | > loss_mel: 17.669357299804688 (18.439775899004392) | > loss_duration: 2.2643802165985107 (2.0955774216975978) | > loss_1: 31.9847354888916 (32.30636749144121) | > grad_norm_1: tensor(532.5728, device='cuda:0') (tensor(261.2426, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.5072 (0.3916944215212826) | > loader_time: 0.0073 (0.0047392806574750495)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.567816734313965 (2.567816734313965) | > loss_disc_real_0: 0.10009992867708206 (0.10009992867708206) | > loss_disc_real_1: 0.237880676984787 (0.237880676984787) | > loss_disc_real_2: 0.31415659189224243 (0.31415659189224243) | > loss_disc_real_3: 0.32731321454048157 (0.32731321454048157) | > loss_disc_real_4: 0.26842042803764343 (0.26842042803764343) | > loss_disc_real_5: 0.19932971894741058 (0.19932971894741058) | > loss_0: 2.567816734313965 (2.567816734313965) | > loss_gen: 2.4215500354766846 (2.4215500354766846) | > loss_kl: 2.1079328060150146 (2.1079328060150146) | > loss_feat: 5.269618034362793 (5.269618034362793) | > loss_mel: 15.004388809204102 (15.004388809204102) | > loss_duration: 2.861290693283081 (2.861290693283081) | > loss_1: 27.664779663085938 (27.664779663085938)  --> STEP: 1 | > loss_disc: 2.293036460876465 (2.293036460876465) | > loss_disc_real_0: 0.04129772633314133 (0.04129772633314133) | > loss_disc_real_1: 0.14988283812999725 (0.14988283812999725) | > loss_disc_real_2: 0.1499921828508377 (0.1499921828508377) | > loss_disc_real_3: 0.233100026845932 (0.233100026845932) | > loss_disc_real_4: 0.26210808753967285 (0.26210808753967285) | > loss_disc_real_5: 0.2787068784236908 (0.2787068784236908) | > loss_0: 2.293036460876465 (2.293036460876465) | > loss_gen: 2.1170356273651123 (2.1170356273651123) | > loss_kl: 2.9684035778045654 (2.9684035778045654) | > loss_feat: 6.224029541015625 (6.224029541015625) | > loss_mel: 20.55341148376465 (20.55341148376465) | > loss_duration: 2.332185745239258 (2.332185745239258) | > loss_1: 34.195068359375 (34.195068359375)  --> STEP: 2 | > loss_disc: 2.3421220779418945 (2.3175792694091797) | > loss_disc_real_0: 0.04441584274172783 (0.04285678453743458) | > loss_disc_real_1: 0.1355404108762741 (0.14271162450313568) | > loss_disc_real_2: 0.22632355988025665 (0.18815787136554718) | > loss_disc_real_3: 0.3215491771697998 (0.2773246020078659) | > loss_disc_real_4: 0.3326033353805542 (0.2973557114601135) | > loss_disc_real_5: 0.3280801773071289 (0.30339352786540985) | > loss_0: 2.3421220779418945 (2.3175792694091797) | > loss_gen: 2.5818002223968506 (2.3494179248809814) | > loss_kl: 2.5912609100341797 (2.7798322439193726) | > loss_feat: 6.788054943084717 (6.506042242050171) | > loss_mel: 19.3270320892334 (19.940221786499023) | > loss_duration: 2.3649134635925293 (2.3485496044158936) | > loss_1: 33.65306091308594 (33.92406463623047)  --> STEP: 3 | > loss_disc: 2.3872499465942383 (2.3408028284708657) | > loss_disc_real_0: 0.08649271726608276 (0.05740209544698397) | > loss_disc_real_1: 0.11080166697502136 (0.13207497199376425) | > loss_disc_real_2: 0.22148311138153076 (0.19926628470420837) | > loss_disc_real_3: 0.30036410689353943 (0.2850044369697571) | > loss_disc_real_4: 0.24805139005184174 (0.28092093765735626) | > loss_disc_real_5: 0.21111121773719788 (0.27263275782267254) | > loss_0: 2.3872499465942383 (2.3408028284708657) | > loss_gen: 2.1760571002960205 (2.291630983352661) | > loss_kl: 2.4568212032318115 (2.672161897023519) | > loss_feat: 6.044183254241943 (6.352089246114095) | > loss_mel: 17.741024017333984 (19.20715586344401) | > loss_duration: 2.2539494037628174 (2.3170162041982016) | > loss_1: 30.672035217285156 (32.84005482991537)  --> STEP: 4 | > loss_disc: 2.1808788776397705 (2.300821840763092) | > loss_disc_real_0: 0.12469248473644257 (0.07422469276934862) | > loss_disc_real_1: 0.15732356905937195 (0.13838712126016617) | > loss_disc_real_2: 0.21457141637802124 (0.2030925676226616) | > loss_disc_real_3: 0.30865734815597534 (0.29091766476631165) | > loss_disc_real_4: 0.26757150888442993 (0.2775835804641247) | > loss_disc_real_5: 0.24107737839221954 (0.2647439129650593) | > loss_0: 2.1808788776397705 (2.300821840763092) | > loss_gen: 2.799633026123047 (2.4186314940452576) | > loss_kl: 3.2541017532348633 (2.817646861076355) | > loss_feat: 9.151083946228027 (7.051837921142578) | > loss_mel: 20.65842628479004 (19.569973468780518) | > loss_duration: 2.2641677856445312 (2.303804099559784) | > loss_1: 38.12741470336914 (34.16189479827881)  --> STEP: 5 | > loss_disc: 2.432844638824463 (2.327226400375366) | > loss_disc_real_0: 0.1078406423330307 (0.08094788268208504) | > loss_disc_real_1: 0.21742437779903412 (0.15419457256793975) | > loss_disc_real_2: 0.22960060834884644 (0.20839417576789857) | > loss_disc_real_3: 0.330081582069397 (0.2987504482269287) | > loss_disc_real_4: 0.2881803810596466 (0.2797029405832291) | > loss_disc_real_5: 0.25396302342414856 (0.26258773505687716) | > loss_0: 2.432844638824463 (2.327226400375366) | > loss_gen: 2.632012367248535 (2.461307668685913) | > loss_kl: 1.8710954189300537 (2.6283365726470946) | > loss_feat: 5.177433013916016 (6.6769569396972654) | > loss_mel: 19.872114181518555 (19.630401611328125) | > loss_duration: 2.390424966812134 (2.321128273010254) | > loss_1: 31.943078994750977 (33.718131637573244)  --> STEP: 6 | > loss_disc: 2.073073625564575 (2.284867604573568) | > loss_disc_real_0: 0.06057354435324669 (0.07755215962727864) | > loss_disc_real_1: 0.1007273718714714 (0.1452833724518617) | > loss_disc_real_2: 0.2647559940814972 (0.21778781215349832) | > loss_disc_real_3: 0.3012007474899292 (0.2991588314374288) | > loss_disc_real_4: 0.28646576404571533 (0.2808300778269768) | > loss_disc_real_5: 0.23895269632339478 (0.2586485619346301) | > loss_0: 2.073073625564575 (2.284867604573568) | > loss_gen: 2.8156425952911377 (2.5203634897867837) | > loss_kl: 2.6911585330963135 (2.6388068993886313) | > loss_feat: 6.875162124633789 (6.7099911371866865) | > loss_mel: 19.866113662719727 (19.669686953226726) | > loss_duration: 2.1378509998321533 (2.290582060813904) | > loss_1: 34.385929107666016 (33.829431215922035)  --> STEP: 7 | > loss_disc: 2.3108367919921875 (2.2885774884905135) | > loss_disc_real_0: 0.09224560856819153 (0.07965122376169477) | > loss_disc_real_1: 0.17236003279685974 (0.14915146678686142) | > loss_disc_real_2: 0.19452406466007233 (0.21446441965443747) | > loss_disc_real_3: 0.2233278602361679 (0.2883258355515344) | > loss_disc_real_4: 0.22968801856040955 (0.2735240693603243) | > loss_disc_real_5: 0.21222913265228271 (0.25201721489429474) | > loss_0: 2.3108367919921875 (2.2885774884905135) | > loss_gen: 2.3534352779388428 (2.496516602379935) | > loss_kl: 3.709879159927368 (2.7918172223227367) | > loss_feat: 6.659195423126221 (6.70273460660662) | > loss_mel: 19.903308868408203 (19.703061512538365) | > loss_duration: 2.4381465911865234 (2.3116627080099925) | > loss_1: 35.06396484375 (34.00579316275461)  --> STEP: 8 | > loss_disc: 2.187680721282959 (2.275965392589569) | > loss_disc_real_0: 0.05214449390769005 (0.07621288252994418) | > loss_disc_real_1: 0.13644303381443024 (0.14756291266530752) | > loss_disc_real_2: 0.21925614774227142 (0.21506338566541672) | > loss_disc_real_3: 0.3909781575202942 (0.30115737579762936) | > loss_disc_real_4: 0.3376884162425995 (0.2815446127206087) | > loss_disc_real_5: 0.28283610939979553 (0.25586957670748234) | > loss_0: 2.187680721282959 (2.275965392589569) | > loss_gen: 3.1665687561035156 (2.5802731215953827) | > loss_kl: 2.450880527496338 (2.7492001354694366) | > loss_feat: 9.562577247619629 (7.060214936733246) | > loss_mel: 20.447080612182617 (19.796063899993896) | > loss_duration: 2.191774606704712 (2.2966766953468323) | > loss_1: 37.818885803222656 (34.48242974281311)  --> STEP: 9 | > loss_disc: 2.4698541164398193 (2.2975085841284857) | > loss_disc_real_0: 0.15325987339019775 (0.08477365929219458) | > loss_disc_real_1: 0.15501196682453156 (0.14839058534966576) | > loss_disc_real_2: 0.2551857829093933 (0.21952142980363634) | > loss_disc_real_3: 0.29844626784324646 (0.3008561415804757) | > loss_disc_real_4: 0.3011687099933624 (0.2837250679731369) | > loss_disc_real_5: 0.2836044430732727 (0.25895122852590347) | > loss_0: 2.4698541164398193 (2.2975085841284857) | > loss_gen: 2.521392583847046 (2.5737308396233454) | > loss_kl: 2.730872631072998 (2.7471637460920544) | > loss_feat: 8.245465278625488 (7.191909419165717) | > loss_mel: 18.510757446289062 (19.65325207180447) | > loss_duration: 2.0994229316711426 (2.274759610493978) | > loss_1: 34.10791015625 (34.440816455417206)  --> STEP: 10 | > loss_disc: 2.5507352352142334 (2.3228312492370606) | > loss_disc_real_0: 0.1316741704940796 (0.08946371041238307) | > loss_disc_real_1: 0.24555674195289612 (0.1581072010099888) | > loss_disc_real_2: 0.2749957740306854 (0.22506886422634126) | > loss_disc_real_3: 0.35988372564315796 (0.30675889998674394) | > loss_disc_real_4: 0.23418931663036346 (0.27877149283885955) | > loss_disc_real_5: 0.22319865226745605 (0.25537597090005876) | > loss_0: 2.5507352352142334 (2.3228312492370606) | > loss_gen: 2.4375205039978027 (2.560109806060791) | > loss_kl: 2.0831499099731445 (2.6807623624801638) | > loss_feat: 6.213227272033691 (7.094041204452514) | > loss_mel: 19.283723831176758 (19.6162992477417) | > loss_duration: 2.3187813758850098 (2.279161787033081) | > loss_1: 32.336402893066406 (34.230375099182126)  --> STEP: 11 | > loss_disc: 2.6931300163269043 (2.3564947735179556) | > loss_disc_real_0: 0.14922884106636047 (0.0948969041081992) | > loss_disc_real_1: 0.2022758573293686 (0.16212253340265967) | > loss_disc_real_2: 0.24321213364601135 (0.22671825235540216) | > loss_disc_real_3: 0.2882089912891388 (0.305072544650598) | > loss_disc_real_4: 0.28133413195610046 (0.279004460031336) | > loss_disc_real_5: 0.21161732077598572 (0.2513979117978703) | > loss_0: 2.6931300163269043 (2.3564947735179556) | > loss_gen: 1.9926729202270508 (2.50852463462136) | > loss_kl: 2.765817880630493 (2.6884946823120117) | > loss_feat: 4.974013328552246 (6.90131139755249) | > loss_mel: 14.297835350036621 (19.13280252976851) | > loss_duration: 2.4317970275878906 (2.2930377179926094) | > loss_1: 26.462135314941406 (33.52417148243297)  --> STEP: 12 | > loss_disc: 2.1619198322296143 (2.3402801950772605) | > loss_disc_real_0: 0.026277055963873863 (0.08917858342950542) | > loss_disc_real_1: 0.12900173664093018 (0.15936246700584888) | > loss_disc_real_2: 0.23848481476306915 (0.22769879922270775) | > loss_disc_real_3: 0.3062705099582672 (0.3051723750929038) | > loss_disc_real_4: 0.21487990021705627 (0.27366074671347934) | > loss_disc_real_5: 0.25785714387893677 (0.2519361811379592) | > loss_0: 2.1619198322296143 (2.3402801950772605) | > loss_gen: 2.5642244815826416 (2.5131662885348) | > loss_kl: 2.0133168697357178 (2.6322298645973206) | > loss_feat: 6.766971588134766 (6.890116413434346) | > loss_mel: 18.57992935180664 (19.086729764938354) | > loss_duration: 2.191411018371582 (2.2845688263575235) | > loss_1: 32.11585235595703 (33.40681155522664)  --> STEP: 13 | > loss_disc: 2.7766125202178955 (2.3738442200880785) | > loss_disc_real_0: 0.15383003652095795 (0.09415177212884793) | > loss_disc_real_1: 0.297492653131485 (0.1699878659385901) | > loss_disc_real_2: 0.26085853576660156 (0.23024954818762267) | > loss_disc_real_3: 0.3977854549884796 (0.31229645816179424) | > loss_disc_real_4: 0.33951497077941895 (0.2787264562570132) | > loss_disc_real_5: 0.3407711386680603 (0.2587696394095054) | > loss_0: 2.7766125202178955 (2.3738442200880785) | > loss_gen: 2.592072010040283 (2.5192359594198375) | > loss_kl: 2.7398083209991455 (2.640505130474384) | > loss_feat: 4.340925693511963 (6.694024819594163) | > loss_mel: 15.164594650268555 (18.78502706380991) | > loss_duration: 2.1790177822113037 (2.276449515269353) | > loss_1: 27.01641845703125 (32.915242855365456)  --> STEP: 14 | > loss_disc: 2.1937661170959473 (2.3609814984457835) | > loss_disc_real_0: 0.13415786623954773 (0.0970093502796122) | > loss_disc_real_1: 0.15621218085289001 (0.1690038884324687) | > loss_disc_real_2: 0.16818314790725708 (0.22581623388188227) | > loss_disc_real_3: 0.26691246032714844 (0.3090547440307481) | > loss_disc_real_4: 0.22921651601791382 (0.27519003195422037) | > loss_disc_real_5: 0.2061190903186798 (0.2550088859030179) | > loss_0: 2.1937661170959473 (2.3609814984457835) | > loss_gen: 2.53165602684021 (2.5201231070927212) | > loss_kl: 2.8478589057922363 (2.655316114425659) | > loss_feat: 7.661848545074463 (6.763155085699899) | > loss_mel: 19.77802276611328 (18.855955328260148) | > loss_duration: 2.3370635509490967 (2.280779089246477) | > loss_1: 35.15644836425781 (33.075328963143484)  --> STEP: 15 | > loss_disc: 2.566641092300415 (2.374692138036092) | > loss_disc_real_0: 0.19937029480934143 (0.10383341324826081) | > loss_disc_real_1: 0.2110319286584854 (0.1718057577808698) | > loss_disc_real_2: 0.2725115716457367 (0.22892925639947256) | > loss_disc_real_3: 0.3580935299396515 (0.312323996424675) | > loss_disc_real_4: 0.25495606660842896 (0.2738411009311676) | > loss_disc_real_5: 0.26739364862442017 (0.2558345367511114) | > loss_0: 2.566641092300415 (2.374692138036092) | > loss_gen: 2.4951813220977783 (2.5184603214263914) | > loss_kl: 2.930582284927368 (2.6736671924591064) | > loss_feat: 5.0368452072143555 (6.648067760467529) | > loss_mel: 15.73054027557373 (18.647594324747722) | > loss_duration: 2.337879180908203 (2.2845857620239256) | > loss_1: 28.531028747558594 (32.772375615437824)  --> STEP: 16 | > loss_disc: 2.5629796981811523 (2.3864601105451584) | > loss_disc_real_0: 0.126638263463974 (0.10525871638674289) | > loss_disc_real_1: 0.14436781406402588 (0.17009088629856706) | > loss_disc_real_2: 0.20923973619937897 (0.2276986613869667) | > loss_disc_real_3: 0.3419274687767029 (0.31417421344667673) | > loss_disc_real_4: 0.2753407955169678 (0.2739348318427801) | > loss_disc_real_5: 0.2445690929889679 (0.25513044651597744) | > loss_0: 2.5629796981811523 (2.3864601105451584) | > loss_gen: 2.1972851753234863 (2.49838687479496) | > loss_kl: 2.521925687789917 (2.664183348417282) | > loss_feat: 5.87205696105957 (6.599567085504532) | > loss_mel: 17.310226440429688 (18.564008831977844) | > loss_duration: 2.345824718475342 (2.2884131968021393) | > loss_1: 30.247318267822266 (32.61455953121185)  --> STEP: 17 | > loss_disc: 2.4817376136779785 (2.3920646695529713) | > loss_disc_real_0: 0.03883499279618263 (0.10135143852847464) | > loss_disc_real_1: 0.205287367105484 (0.17216126752250335) | > loss_disc_real_2: 0.319332480430603 (0.23308888603659236) | > loss_disc_real_3: 0.3018632233142853 (0.31345003755653605) | > loss_disc_real_4: 0.30434662103652954 (0.27572376061888304) | > loss_disc_real_5: 0.30422449111938477 (0.25801833149264847) | > loss_0: 2.4817376136779785 (2.3920646695529713) | > loss_gen: 2.4991726875305176 (2.498433099073522) | > loss_kl: 2.3004391193389893 (2.6427866290597355) | > loss_feat: 6.567415237426758 (6.597675800323486) | > loss_mel: 18.236906051635742 (18.54476749195772) | > loss_duration: 2.3563995361328125 (2.2924123932333553) | > loss_1: 31.960330963134766 (32.57607549779556)  --> STEP: 18 | > loss_disc: 2.3878519535064697 (2.39183062977261) | > loss_disc_real_0: 0.0748516321182251 (0.09987922706123856) | > loss_disc_real_1: 0.1065429300069809 (0.16851580432719654) | > loss_disc_real_2: 0.12453810125589371 (0.2270582868821091) | > loss_disc_real_3: 0.22063925862312317 (0.30829388317134643) | > loss_disc_real_4: 0.19728617370128632 (0.27136611690123874) | > loss_disc_real_5: 0.16144752502441406 (0.25265328668885767) | > loss_0: 2.3878519535064697 (2.39183062977261) | > loss_gen: 2.032021999359131 (2.4725213713116116) | > loss_kl: 2.671588182449341 (2.644386715359158) | > loss_feat: 12.86851692199707 (6.946055862638685) | > loss_mel: 22.102346420288086 (18.742410765753853) | > loss_duration: 2.2687788009643555 (2.2910994158850775) | > loss_1: 41.94325256347656 (33.09647422366672)  --> STEP: 19 | > loss_disc: 2.6003429889678955 (2.402804964467099) | > loss_disc_real_0: 0.13656407594680786 (0.10181000858153168) | > loss_disc_real_1: 0.2135806381702423 (0.17088763768735685) | > loss_disc_real_2: 0.24299639463424683 (0.22789713465853742) | > loss_disc_real_3: 0.3067142367362976 (0.30821074388529124) | > loss_disc_real_4: 0.2587829530239105 (0.2707038451182215) | > loss_disc_real_5: 0.3008102774620056 (0.25518786515060227) | > loss_0: 2.6003429889678955 (2.402804964467099) | > loss_gen: 2.321291923522949 (2.4645619266911556) | > loss_kl: 2.2055606842041016 (2.62129060845626) | > loss_feat: 5.774959564208984 (6.884419215352912) | > loss_mel: 18.49852180480957 (18.72957450465152) | > loss_duration: 2.2970385551452637 (2.2914120021619295) | > loss_1: 31.097373962402344 (32.99125842044228)  --> STEP: 20 | > loss_disc: 2.288607358932495 (2.3970950841903687) | > loss_disc_real_0: 0.14979732036590576 (0.10420937417075038) | > loss_disc_real_1: 0.20086140930652618 (0.17238632626831532) | > loss_disc_real_2: 0.23863501846790314 (0.2284340288490057) | > loss_disc_real_3: 0.2839609980583191 (0.30699825659394264) | > loss_disc_real_4: 0.26076745986938477 (0.27020702585577966) | > loss_disc_real_5: 0.21031025052070618 (0.2529439844191075) | > loss_0: 2.288607358932495 (2.3970950841903687) | > loss_gen: 2.533332109451294 (2.4680004358291625) | > loss_kl: 2.088212013244629 (2.5946366786956787) | > loss_feat: 5.065089702606201 (6.793452739715576) | > loss_mel: 19.70712661743164 (18.778452110290527) | > loss_duration: 2.313455104827881 (2.2925141572952272) | > loss_1: 31.707216262817383 (32.927056312561035)  --> STEP: 21 | > loss_disc: 2.4659087657928467 (2.400371926171439) | > loss_disc_real_0: 0.09154216945171356 (0.10360617394603434) | > loss_disc_real_1: 0.2364327311515808 (0.17543615507228033) | > loss_disc_real_2: 0.20150697231292725 (0.22715178806157338) | > loss_disc_real_3: 0.2648269832134247 (0.3049901007186799) | > loss_disc_real_4: 0.23730862140655518 (0.26864043516772135) | > loss_disc_real_5: 0.189649298787117 (0.24992995176996508) | > loss_0: 2.4659087657928467 (2.400371926171439) | > loss_gen: 2.1774744987487793 (2.4541658673967635) | > loss_kl: 3.22495174407959 (2.6246516818091985) | > loss_feat: 6.666751861572266 (6.787419364565895) | > loss_mel: 17.744382858276367 (18.729210717337473) | > loss_duration: 2.1487791538238525 (2.2856696333203996) | > loss_1: 31.962339401245117 (32.881117412022185)  --> STEP: 22 | > loss_disc: 2.146784543991089 (2.3888452269814233) | > loss_disc_real_0: 0.13868583738803864 (0.10520070410248908) | > loss_disc_real_1: 0.14362315833568573 (0.1739901097660715) | > loss_disc_real_2: 0.2169899344444275 (0.2266898856244304) | > loss_disc_real_3: 0.21166323125362396 (0.3007479702884501) | > loss_disc_real_4: 0.20307600498199463 (0.26566023379564285) | > loss_disc_real_5: 0.18194149434566498 (0.2468395673415878) | > loss_0: 2.146784543991089 (2.3888452269814233) | > loss_gen: 2.538379669189453 (2.4579937674782495) | > loss_kl: 2.0471689701080322 (2.598402467640964) | > loss_feat: 9.352179527282715 (6.903999371962114) | > loss_mel: 19.657127380371094 (18.771388747475363) | > loss_duration: 2.169947624206543 (2.2804095419970425) | > loss_1: 35.76480484008789 (33.0121941132979)  --> STEP: 23 | > loss_disc: 2.2963309288024902 (2.384822866191035) | > loss_disc_real_0: 0.07900521904230118 (0.10406176996943743) | > loss_disc_real_1: 0.1684451699256897 (0.17374902542518533) | > loss_disc_real_2: 0.16381031274795532 (0.22395599115154016) | > loss_disc_real_3: 0.34228959679603577 (0.30255412796269293) | > loss_disc_real_4: 0.22591879963874817 (0.26393234535403876) | > loss_disc_real_5: 0.26808902621269226 (0.24776345685772277) | > loss_0: 2.2963309288024902 (2.384822866191035) | > loss_gen: 2.4760239124298096 (2.4587776868239697) | > loss_kl: 2.9075684547424316 (2.611844467080158) | > loss_feat: 8.325602531433105 (6.965808204982592) | > loss_mel: 19.024850845336914 (18.782408838686734) | > loss_duration: 2.2942681312561035 (2.2810120893561323) | > loss_1: 35.028316497802734 (33.099851608276374)  --> STEP: 24 | > loss_disc: 2.4812164306640625 (2.3888392647107444) | > loss_disc_real_0: 0.07422905415296555 (0.1028187401437511) | > loss_disc_real_1: 0.21676234900951385 (0.17554124724119902) | > loss_disc_real_2: 0.33771494030952454 (0.22869594736645618) | > loss_disc_real_3: 0.3376675248146057 (0.30401718616485596) | > loss_disc_real_4: 0.3341638743877411 (0.2668586590637763) | > loss_disc_real_5: 0.3443847596645355 (0.2517893444746733) | > loss_0: 2.4812164306640625 (2.3888392647107444) | > loss_gen: 2.7113914489746094 (2.469303260246913) | > loss_kl: 2.494924306869507 (2.6069727937380476) | > loss_feat: 6.257030963897705 (6.936275819937388) | > loss_mel: 18.149808883666992 (18.75605050722758) | > loss_duration: 2.3693976402282715 (2.2846948206424713) | > loss_1: 31.982553482055664 (33.053297519683845)  --> STEP: 25 | > loss_disc: 2.3719539642333984 (2.38816385269165) | > loss_disc_real_0: 0.11110038310289383 (0.10315000586211681) | > loss_disc_real_1: 0.18598788976669312 (0.17595911294221878) | > loss_disc_real_2: 0.2038765251636505 (0.22770317047834396) | > loss_disc_real_3: 0.24394766986370087 (0.30161440551280977) | > loss_disc_real_4: 0.1849963366985321 (0.2635841661691666) | > loss_disc_real_5: 0.15455736219882965 (0.2479000651836396) | > loss_0: 2.3719539642333984 (2.38816385269165) | > loss_gen: 2.2530579566955566 (2.4606534481048588) | > loss_kl: 2.515024185180664 (2.603294849395752) | > loss_feat: 6.747379779815674 (6.92871997833252) | > loss_mel: 17.28165054321289 (18.697074508666994) | > loss_duration: 2.3464112281799316 (2.2871634769439697) | > loss_1: 31.143522262573242 (32.97690650939942)  --> STEP: 26 | > loss_disc: 4.5014519691467285 (2.4694441648629994) | > loss_disc_real_0: 1.4772008657455444 (0.15599811585763326) | > loss_disc_real_1: 0.12004712224006653 (0.17380865176136678) | > loss_disc_real_2: 0.14487087726593018 (0.22451731304709727) | > loss_disc_real_3: 0.07874275743961334 (0.29304241904845607) | > loss_disc_real_4: 1.0686787366867065 (0.29454934195830274) | > loss_disc_real_5: 0.12121092528104782 (0.24302740595661684) | > loss_0: 4.5014519691467285 (2.4694441648629994) | > loss_gen: 2.5791492462158203 (2.465210978801434) | > loss_kl: 2.011185646057129 (2.5805214184981127) | > loss_feat: 24.420604705810547 (7.601484775543213) | > loss_mel: 21.243459701538086 (18.795012400700497) | > loss_duration: 2.2598202228546143 (2.2861118133251486) | > loss_1: 52.51421356201172 (33.72834139603835) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024199852576622595 (+5.360750051645142e-05) | > avg_loss_disc: 2.4694441648629994 (+0.1460959819646983) | > avg_loss_disc_real_0: 0.15599811585763326 (-0.0019373593565363) | > avg_loss_disc_real_1: 0.17380865176136678 (-0.04883562916746506) | > avg_loss_disc_real_2: 0.22451731304709727 (+0.0038011374954993737) | > avg_loss_disc_real_3: 0.29304241904845607 (+0.04370792210102084) | > avg_loss_disc_real_4: 0.29454934195830274 (+0.08592257935267231) | > avg_loss_disc_real_5: 0.24302740595661684 (+0.01002827659249314) | > avg_loss_0: 2.4694441648629994 (+0.1460959819646983) | > avg_loss_gen: 2.465210978801434 (-0.1733911954439602) | > avg_loss_kl: 2.5805214184981127 (+0.11481998058465814) | > avg_loss_feat: 7.601484775543213 (+0.6592621069688063) | > avg_loss_mel: 18.795012400700497 (-0.014210260831390542) | > avg_loss_duration: 2.2861118133251486 (+0.013405524767362564) | > avg_loss_1: 33.72834139603835 (+0.5998857938326339)  > EPOCH: 289/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:39:58)   --> TIME: 2024-06-11 03:40:01 -- STEP: 4/330 -- GLOBAL_STEP: 183375 | > loss_disc: 2.319199562072754 (2.298038363456726) | > loss_disc_real_0: 0.11437757313251495 (0.10173563659191132) | > loss_disc_real_1: 0.16243651509284973 (0.2041991874575615) | > loss_disc_real_2: 0.20707516372203827 (0.20965777710080147) | > loss_disc_real_3: 0.2020595222711563 (0.2340073212981224) | > loss_disc_real_4: 0.21241159737110138 (0.23502834886312485) | > loss_disc_real_5: 0.18665656447410583 (0.19659121334552765) | > loss_0: 2.319199562072754 (2.298038363456726) | > grad_norm_0: tensor(14.6620, device='cuda:0') (tensor(12.6614, device='cuda:0')) | > loss_gen: 2.303330421447754 (2.4169169664382935) | > loss_kl: 1.7767635583877563 (1.6757302582263947) | > loss_feat: 7.313274383544922 (7.007416129112244) | > loss_mel: 19.089155197143555 (19.546377658843994) | > loss_duration: 2.254791021347046 (2.2763290405273438) | > loss_1: 32.7373161315918 (32.92277002334595) | > grad_norm_1: tensor(132.1347, device='cuda:0') (tensor(153.6841, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3446 (0.3535756468772888) | > loader_time: 0.0028 (0.00303804874420166)  --> TIME: 2024-06-11 03:40:10 -- STEP: 29/330 -- GLOBAL_STEP: 183400 | > loss_disc: 2.40409255027771 (2.2970397472381587) | > loss_disc_real_0: 0.11293043196201324 (0.10510260637464194) | > loss_disc_real_1: 0.21713486313819885 (0.1989168956361968) | > loss_disc_real_2: 0.2133694887161255 (0.2110482664971516) | > loss_disc_real_3: 0.21862177550792694 (0.2267754401626258) | > loss_disc_real_4: 0.23130857944488525 (0.22357939748928465) | > loss_disc_real_5: 0.204403817653656 (0.21294665079692315) | > loss_0: 2.40409255027771 (2.2970397472381587) | > grad_norm_0: tensor(6.1377, device='cuda:0') (tensor(10.4090, device='cuda:0')) | > loss_gen: 2.45452880859375 (2.5194637775421143) | > loss_kl: 1.8891128301620483 (1.8734563219136204) | > loss_feat: 7.053552627563477 (7.1773670295189165) | > loss_mel: 19.05028533935547 (18.863049474255796) | > loss_duration: 2.0639712810516357 (2.097327014495587) | > loss_1: 32.511451721191406 (32.53066385203395) | > grad_norm_1: tensor(52.8035, device='cuda:0') (tensor(116.9938, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3417 (0.34701570149125727) | > loader_time: 0.0031 (0.0032643449717554554)  --> TIME: 2024-06-11 03:40:19 -- STEP: 54/330 -- GLOBAL_STEP: 183425 | > loss_disc: 2.2104177474975586 (2.2997208921997627) | > loss_disc_real_0: 0.10463847219944 (0.10817703149384922) | > loss_disc_real_1: 0.18478602170944214 (0.19777840431089755) | > loss_disc_real_2: 0.2288813591003418 (0.2135930202073521) | > loss_disc_real_3: 0.23361918330192566 (0.22840151521894667) | > loss_disc_real_4: 0.2390599101781845 (0.22376190484673888) | > loss_disc_real_5: 0.18942806124687195 (0.2128721892281815) | > loss_0: 2.2104177474975586 (2.2997208921997627) | > grad_norm_0: tensor(4.4576, device='cuda:0') (tensor(10.3617, device='cuda:0')) | > loss_gen: 2.6990468502044678 (2.530196291429025) | > loss_kl: 1.7649849653244019 (1.8795415648707636) | > loss_feat: 7.809106826782227 (7.262302230905603) | > loss_mel: 19.094615936279297 (18.763334238970728) | > loss_duration: 2.0362019538879395 (2.063745205049163) | > loss_1: 33.40395736694336 (32.49911951135707) | > grad_norm_1: tensor(152.3397, device='cuda:0') (tensor(135.9733, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3611 (0.35444425212012404) | > loader_time: 0.0035 (0.003454777929517958)  --> TIME: 2024-06-11 03:40:29 -- STEP: 79/330 -- GLOBAL_STEP: 183450 | > loss_disc: 2.218318462371826 (2.30936606020867) | > loss_disc_real_0: 0.10391103476285934 (0.10948003149485286) | > loss_disc_real_1: 0.15895813703536987 (0.19654177242442017) | > loss_disc_real_2: 0.21810491383075714 (0.2145254200772394) | > loss_disc_real_3: 0.2191394716501236 (0.22885222110567213) | > loss_disc_real_4: 0.2532390356063843 (0.2232848634070988) | > loss_disc_real_5: 0.22124119102954865 (0.21486573204209533) | > loss_0: 2.218318462371826 (2.30936606020867) | > grad_norm_0: tensor(30.6636, device='cuda:0') (tensor(13.4272, device='cuda:0')) | > loss_gen: 2.6781139373779297 (2.526372200326075) | > loss_kl: 1.8126903772354126 (1.8718205796012395) | > loss_feat: 7.500603199005127 (7.289293325400051) | > loss_mel: 19.063264846801758 (18.68195425106001) | > loss_duration: 2.007126569747925 (2.0515988461578956) | > loss_1: 33.061798095703125 (32.42103926743134) | > grad_norm_1: tensor(446.0388, device='cuda:0') (tensor(186.1240, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3852 (0.3615568981894964) | > loader_time: 0.0033 (0.0035745161998121046)  --> TIME: 2024-06-11 03:40:38 -- STEP: 104/330 -- GLOBAL_STEP: 183475 | > loss_disc: 2.271029233932495 (2.3087817728519444) | > loss_disc_real_0: 0.16816896200180054 (0.11065336617712791) | > loss_disc_real_1: 0.18004967272281647 (0.1975018389236468) | > loss_disc_real_2: 0.2236112803220749 (0.2149987964389416) | > loss_disc_real_3: 0.23287023603916168 (0.2272342499345541) | > loss_disc_real_4: 0.1961614340543747 (0.22271113670789278) | > loss_disc_real_5: 0.19479213654994965 (0.21322589023755148) | > loss_0: 2.271029233932495 (2.3087817728519444) | > grad_norm_0: tensor(8.5863, device='cuda:0') (tensor(17.3982, device='cuda:0')) | > loss_gen: 2.744746685028076 (2.545767227044472) | > loss_kl: 1.872176170349121 (1.8800690025091171) | > loss_feat: 7.700826644897461 (7.310049772262573) | > loss_mel: 19.175405502319336 (18.6859671335954) | > loss_duration: 2.0800693035125732 (2.0496817150941267) | > loss_1: 33.57322692871094 (32.4715349124028) | > grad_norm_1: tensor(576.1789, device='cuda:0') (tensor(220.9836, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.392 (0.36510462715075565) | > loader_time: 0.0042 (0.0037154073898608866)  --> TIME: 2024-06-11 03:40:48 -- STEP: 129/330 -- GLOBAL_STEP: 183500 | > loss_disc: 2.240259885787964 (2.3091906022655873) | > loss_disc_real_0: 0.1447894424200058 (0.10971131822628569) | > loss_disc_real_1: 0.18275639414787292 (0.19672926313193267) | > loss_disc_real_2: 0.18539223074913025 (0.21467692353004633) | > loss_disc_real_3: 0.22578904032707214 (0.22794252761112627) | > loss_disc_real_4: 0.2266315072774887 (0.22273047557172848) | > loss_disc_real_5: 0.19498567283153534 (0.21456714979437894) | > loss_0: 2.240259885787964 (2.3091906022655873) | > grad_norm_0: tensor(54.1348, device='cuda:0') (tensor(19.8502, device='cuda:0')) | > loss_gen: 2.595715284347534 (2.551488268282986) | > loss_kl: 1.9469027519226074 (1.8736300135767736) | > loss_feat: 7.146045684814453 (7.314748442450235) | > loss_mel: 18.908084869384766 (18.648798964744394) | > loss_duration: 2.0011138916015625 (2.049152155255163) | > loss_1: 32.597862243652344 (32.437817980152666) | > grad_norm_1: tensor(222.5116, device='cuda:0') (tensor(242.5564, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3705 (0.36788858369339345) | > loader_time: 0.0047 (0.0038508685060249744) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_183500.pth  --> TIME: 2024-06-11 03:41:02 -- STEP: 154/330 -- GLOBAL_STEP: 183525 | > loss_disc: 2.402871608734131 (2.314533696546184) | > loss_disc_real_0: 0.17337217926979065 (0.11049620637839491) | > loss_disc_real_1: 0.1800299733877182 (0.1974750771731525) | > loss_disc_real_2: 0.22706034779548645 (0.2144297527802455) | > loss_disc_real_3: 0.23857849836349487 (0.22823747402274763) | > loss_disc_real_4: 0.26412713527679443 (0.22346288962410643) | > loss_disc_real_5: 0.23764178156852722 (0.2153334285725247) | > loss_0: 2.402871608734131 (2.314533696546184) | > grad_norm_0: tensor(67.2077, device='cuda:0') (tensor(23.2556, device='cuda:0')) | > loss_gen: 2.526350975036621 (2.5545596519073874) | > loss_kl: 1.8886677026748657 (1.8736820693139906) | > loss_feat: 7.5489349365234375 (7.313795461283101) | > loss_mel: 18.515344619750977 (18.63984251641608) | > loss_duration: 2.0420145988464355 (2.049979439803532) | > loss_1: 32.52131271362305 (32.43185926412605) | > grad_norm_1: tensor(415.3891, device='cuda:0') (tensor(264.9741, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3815 (0.3694335872476751) | > loader_time: 0.0045 (0.003933576794413777)  --> TIME: 2024-06-11 03:41:12 -- STEP: 179/330 -- GLOBAL_STEP: 183550 | > loss_disc: 2.162832260131836 (2.308802158472925) | > loss_disc_real_0: 0.1585189402103424 (0.1113261264962191) | > loss_disc_real_1: 0.15457527339458466 (0.1969303627753391) | > loss_disc_real_2: 0.2274109274148941 (0.21430715851943585) | > loss_disc_real_3: 0.21135008335113525 (0.2277466024599928) | > loss_disc_real_4: 0.18942730128765106 (0.22242177356887796) | > loss_disc_real_5: 0.20108382403850555 (0.21482204017359452) | > loss_0: 2.162832260131836 (2.308802158472925) | > grad_norm_0: tensor(49.1087, device='cuda:0') (tensor(24.9529, device='cuda:0')) | > loss_gen: 2.6883935928344727 (2.5599551174227737) | > loss_kl: 1.9522639513015747 (1.8788611262870234) | > loss_feat: 8.573654174804688 (7.3214626445450595) | > loss_mel: 18.962175369262695 (18.60172963275591) | > loss_duration: 2.098783016204834 (2.0548423515351786) | > loss_1: 34.2752685546875 (32.41685088386748) | > grad_norm_1: tensor(511.1299, device='cuda:0') (tensor(277.9877, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.3855 (0.37086848173727555) | > loader_time: 0.0043 (0.004029147451816324)  --> TIME: 2024-06-11 03:41:22 -- STEP: 204/330 -- GLOBAL_STEP: 183575 | > loss_disc: 2.381594657897949 (2.3061085997843276) | > loss_disc_real_0: 0.14469893276691437 (0.1113512365914443) | > loss_disc_real_1: 0.20002223551273346 (0.19688501961383165) | > loss_disc_real_2: 0.21905001997947693 (0.2138630740490614) | > loss_disc_real_3: 0.25047796964645386 (0.22690341548592435) | > loss_disc_real_4: 0.21629348397254944 (0.2221294248513147) | > loss_disc_real_5: 0.22764815390110016 (0.21465828766425452) | > loss_0: 2.381594657897949 (2.3061085997843276) | > grad_norm_0: tensor(35.6757, device='cuda:0') (tensor(26.4609, device='cuda:0')) | > loss_gen: 2.6014404296875 (2.5678194632717197) | > loss_kl: 1.9283335208892822 (1.8803279680364273) | > loss_feat: 7.549648284912109 (7.342776583690269) | > loss_mel: 18.51201629638672 (18.56801148956897) | > loss_duration: 2.0567450523376465 (2.0612149641794315) | > loss_1: 32.6481819152832 (32.42015044829426) | > grad_norm_1: tensor(258.2209, device='cuda:0') (tensor(290.6821, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.4087 (0.37371051778980346) | > loader_time: 0.0049 (0.004150274921866023)  --> TIME: 2024-06-11 03:41:33 -- STEP: 229/330 -- GLOBAL_STEP: 183600 | > loss_disc: 2.2175838947296143 (2.3068597754016182) | > loss_disc_real_0: 0.05845246464014053 (0.11341796978071787) | > loss_disc_real_1: 0.15818637609481812 (0.1968251081533307) | > loss_disc_real_2: 0.21502497792243958 (0.21410195386305647) | > loss_disc_real_3: 0.20551469922065735 (0.2264288548038516) | > loss_disc_real_4: 0.1851089745759964 (0.22121676984832797) | > loss_disc_real_5: 0.22054411470890045 (0.2145599354562801) | > loss_0: 2.2175838947296143 (2.3068597754016182) | > grad_norm_0: tensor(42.3832, device='cuda:0') (tensor(29.5763, device='cuda:0')) | > loss_gen: 2.4713261127471924 (2.569827548281073) | > loss_kl: 1.9915707111358643 (1.8816121165929403) | > loss_feat: 7.502240180969238 (7.356474582805384) | > loss_mel: 18.422855377197266 (18.522676251340645) | > loss_duration: 2.158912181854248 (2.068881979675792) | > loss_1: 32.546905517578125 (32.39947249066884) | > grad_norm_1: tensor(564.0298, device='cuda:0') (tensor(308.8237, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.4116 (0.3771815893431419) | > loader_time: 0.0054 (0.004267488504601355)  --> TIME: 2024-06-11 03:41:43 -- STEP: 254/330 -- GLOBAL_STEP: 183625 | > loss_disc: 2.196058988571167 (2.3088955719639928) | > loss_disc_real_0: 0.08974097669124603 (0.11427120309997732) | > loss_disc_real_1: 0.16101056337356567 (0.1972754716755837) | > loss_disc_real_2: 0.21357759833335876 (0.21394563249246343) | > loss_disc_real_3: 0.21484220027923584 (0.22624365252068662) | > loss_disc_real_4: 0.18386292457580566 (0.22155611645283663) | > loss_disc_real_5: 0.18992076814174652 (0.21457525829630575) | > loss_0: 2.196058988571167 (2.3088955719639928) | > grad_norm_0: tensor(25.2456, device='cuda:0') (tensor(29.8148, device='cuda:0')) | > loss_gen: 2.467036724090576 (2.5672195060985286) | > loss_kl: 1.8286035060882568 (1.882132887370943) | > loss_feat: 8.280080795288086 (7.353608538785319) | > loss_mel: 18.68783950805664 (18.494560436939633) | > loss_duration: 2.1048049926757812 (2.075416005033207) | > loss_1: 33.36836624145508 (32.37293738267555) | > grad_norm_1: tensor(521.6999, device='cuda:0') (tensor(314.1976, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.433 (0.3814681101971725) | > loader_time: 0.0053 (0.004389134917672223)  --> TIME: 2024-06-11 03:41:54 -- STEP: 279/330 -- GLOBAL_STEP: 183650 | > loss_disc: 2.337132453918457 (2.3100496833896975) | > loss_disc_real_0: 0.11716912686824799 (0.11434699066223634) | > loss_disc_real_1: 0.19874921441078186 (0.1980209026926307) | > loss_disc_real_2: 0.2685292363166809 (0.21427218498508563) | > loss_disc_real_3: 0.2005431056022644 (0.22600275214000418) | > loss_disc_real_4: 0.21113942563533783 (0.22179468200411845) | > loss_disc_real_5: 0.20894783735275269 (0.21433541862340813) | > loss_0: 2.337132453918457 (2.3100496833896975) | > grad_norm_0: tensor(42.8709, device='cuda:0') (tensor(29.9882, device='cuda:0')) | > loss_gen: 2.518307685852051 (2.5637995342199935) | > loss_kl: 1.9772887229919434 (1.8817875056283875) | > loss_feat: 7.1512346267700195 (7.36579899463175) | > loss_mel: 17.08589744567871 (18.474460813734268) | > loss_duration: 2.1526384353637695 (2.0840210397610934) | > loss_1: 30.885364532470703 (32.36986784439362) | > grad_norm_1: tensor(343.6453, device='cuda:0') (tensor(319.5681, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.4363 (0.38654836018880206) | > loader_time: 0.0062 (0.004548111269550937)  --> TIME: 2024-06-11 03:42:06 -- STEP: 304/330 -- GLOBAL_STEP: 183675 | > loss_disc: 2.302483081817627 (2.3123683341239625) | > loss_disc_real_0: 0.1297551542520523 (0.1153087722333638) | > loss_disc_real_1: 0.24534258246421814 (0.19838182564432683) | > loss_disc_real_2: 0.21427041292190552 (0.2141519804534159) | > loss_disc_real_3: 0.2268720120191574 (0.2259056600006788) | > loss_disc_real_4: 0.19951976835727692 (0.2218879322570405) | > loss_disc_real_5: 0.1799641102552414 (0.21403829047554424) | > loss_0: 2.302483081817627 (2.3123683341239625) | > grad_norm_0: tensor(25.8251, device='cuda:0') (tensor(30.2641, device='cuda:0')) | > loss_gen: 2.652719020843506 (2.5585756521475926) | > loss_kl: 1.8998156785964966 (1.8808373750040406) | > loss_feat: 8.487975120544434 (7.374301692372875) | > loss_mel: 17.79098129272461 (18.433106949454857) | > loss_duration: 2.2347989082336426 (2.0941320794977623) | > loss_1: 33.06629180908203 (32.34095375161426) | > grad_norm_1: tensor(79.5130, device='cuda:0') (tensor(324.8375, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.4768 (0.3932497187664634) | > loader_time: 0.0076 (0.004737882237685353)  --> TIME: 2024-06-11 03:42:36 -- STEP: 329/330 -- GLOBAL_STEP: 183700 | > loss_disc: 2.734060287475586 (2.3242342559037588) | > loss_disc_real_0: 0.43644651770591736 (0.11783505757664835) | > loss_disc_real_1: 0.17134803533554077 (0.2042901227901772) | > loss_disc_real_2: 0.22960636019706726 (0.21402582811548354) | > loss_disc_real_3: 0.29927778244018555 (0.22608389494810427) | > loss_disc_real_4: 0.23095703125 (0.2223088061465318) | > loss_disc_real_5: 0.3271762728691101 (0.21478939853540674) | > loss_0: 2.734060287475586 (2.3242342559037588) | > grad_norm_0: tensor(31.0054, device='cuda:0') (tensor(31.4470, device='cuda:0')) | > loss_gen: 2.3067944049835205 (2.5618463736537005) | > loss_kl: 2.097550630569458 (1.8860715450124537) | > loss_feat: 10.315855979919434 (7.484911704135883) | > loss_mel: 18.83575439453125 (18.41193058280597) | > loss_duration: 2.2756900787353516 (2.1076160676573528) | > loss_1: 35.831642150878906 (32.452376275801754) | > grad_norm_1: tensor(97.7464, device='cuda:0') (tensor(332.1657, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 15.3663 (0.4523936796333288) | > loader_time: 0.0329 (0.005198135202054196)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6525847911834717 (2.6525847911834717) | > loss_disc_real_0: 0.09062711894512177 (0.09062711894512177) | > loss_disc_real_1: 0.18617402017116547 (0.18617402017116547) | > loss_disc_real_2: 0.2554260790348053 (0.2554260790348053) | > loss_disc_real_3: 0.2910315990447998 (0.2910315990447998) | > loss_disc_real_4: 0.21987439692020416 (0.21987439692020416) | > loss_disc_real_5: 0.22108180820941925 (0.22108180820941925) | > loss_0: 2.6525847911834717 (2.6525847911834717) | > loss_gen: 2.0812997817993164 (2.0812997817993164) | > loss_kl: 1.1828796863555908 (1.1828796863555908) | > loss_feat: 5.58842134475708 (5.58842134475708) | > loss_mel: 15.064976692199707 (15.064976692199707) | > loss_duration: 2.9044039249420166 (2.9044039249420166) | > loss_1: 26.821979522705078 (26.821979522705078)  --> STEP: 1 | > loss_disc: 2.3865537643432617 (2.3865537643432617) | > loss_disc_real_0: 0.0975411981344223 (0.0975411981344223) | > loss_disc_real_1: 0.2262679934501648 (0.2262679934501648) | > loss_disc_real_2: 0.1650732457637787 (0.1650732457637787) | > loss_disc_real_3: 0.22456994652748108 (0.22456994652748108) | > loss_disc_real_4: 0.25099271535873413 (0.25099271535873413) | > loss_disc_real_5: 0.30470678210258484 (0.30470678210258484) | > loss_0: 2.3865537643432617 (2.3865537643432617) | > loss_gen: 2.459111213684082 (2.459111213684082) | > loss_kl: 2.69150710105896 (2.69150710105896) | > loss_feat: 6.512904644012451 (6.512904644012451) | > loss_mel: 18.960716247558594 (18.960716247558594) | > loss_duration: 2.383227825164795 (2.383227825164795) | > loss_1: 33.00746536254883 (33.00746536254883)  --> STEP: 2 | > loss_disc: 2.2200539112091064 (2.303303837776184) | > loss_disc_real_0: 0.06018892675638199 (0.07886506244540215) | > loss_disc_real_1: 0.09132808446884155 (0.15879803895950317) | > loss_disc_real_2: 0.1758594959974289 (0.1704663708806038) | > loss_disc_real_3: 0.16269250214099884 (0.19363122433423996) | > loss_disc_real_4: 0.16897381842136383 (0.20998326689004898) | > loss_disc_real_5: 0.1450842171907425 (0.22489549964666367) | > loss_0: 2.2200539112091064 (2.303303837776184) | > loss_gen: 2.0331625938415527 (2.2461369037628174) | > loss_kl: 2.736884593963623 (2.7141958475112915) | > loss_feat: 6.225390911102295 (6.369147777557373) | > loss_mel: 21.715709686279297 (20.338212966918945) | > loss_duration: 2.460871458053589 (2.422049641609192) | > loss_1: 35.172019958496094 (34.08974266052246)  --> STEP: 3 | > loss_disc: 2.3689498901367188 (2.325185855229696) | > loss_disc_real_0: 0.09541966021060944 (0.08438326170047124) | > loss_disc_real_1: 0.22388462722301483 (0.18049356838067374) | > loss_disc_real_2: 0.19116529822349548 (0.17736601332823435) | > loss_disc_real_3: 0.19535601139068604 (0.19420615335305533) | > loss_disc_real_4: 0.2933916449546814 (0.2377860595782598) | > loss_disc_real_5: 0.22836396098136902 (0.22605165342489877) | > loss_0: 2.3689498901367188 (2.325185855229696) | > loss_gen: 2.4495246410369873 (2.3139328161875405) | > loss_kl: 2.8692827224731445 (2.7658914724985757) | > loss_feat: 6.199042320251465 (6.312445958455403) | > loss_mel: 18.019184112548828 (19.565203348795574) | > loss_duration: 2.257699489593506 (2.3672662576039634) | > loss_1: 31.79473304748535 (33.32473945617676)  --> STEP: 4 | > loss_disc: 2.433830499649048 (2.3523470163345337) | > loss_disc_real_0: 0.081876739859581 (0.08375663124024868) | > loss_disc_real_1: 0.20842254161834717 (0.1874758116900921) | > loss_disc_real_2: 0.1881738305091858 (0.1800679676234722) | > loss_disc_real_3: 0.18628449738025665 (0.19222573935985565) | > loss_disc_real_4: 0.18159528076648712 (0.22373836487531662) | > loss_disc_real_5: 0.16244497895240784 (0.21014998480677605) | > loss_0: 2.433830499649048 (2.3523470163345337) | > loss_gen: 2.1805992126464844 (2.2805994153022766) | > loss_kl: 2.84559965133667 (2.7858185172080994) | > loss_feat: 7.541999816894531 (6.6198344230651855) | > loss_mel: 18.97231674194336 (19.41698169708252) | > loss_duration: 2.2682723999023438 (2.3425177931785583) | > loss_1: 33.80878829956055 (33.445751667022705)  --> STEP: 5 | > loss_disc: 2.7728631496429443 (2.436450242996216) | > loss_disc_real_0: 0.2628194987773895 (0.11956920474767685) | > loss_disc_real_1: 0.3339560627937317 (0.21677186191082) | > loss_disc_real_2: 0.29997140169143677 (0.20404865443706513) | > loss_disc_real_3: 0.25709739327430725 (0.20520007014274597) | > loss_disc_real_4: 0.17938396334648132 (0.21486748456954957) | > loss_disc_real_5: 0.18720555305480957 (0.20556109845638276) | > loss_0: 2.7728631496429443 (2.436450242996216) | > loss_gen: 2.335819721221924 (2.291643476486206) | > loss_kl: 2.1295995712280273 (2.654574728012085) | > loss_feat: 4.901249885559082 (6.276117515563965) | > loss_mel: 19.10321807861328 (19.354228973388672) | > loss_duration: 2.4424850940704346 (2.3625112533569337) | > loss_1: 30.912372589111328 (32.93907585144043)  --> STEP: 6 | > loss_disc: 2.370306968688965 (2.4254263639450073) | > loss_disc_real_0: 0.10997156798839569 (0.11796959862112999) | > loss_disc_real_1: 0.2717285752296448 (0.22593131413062414) | > loss_disc_real_2: 0.22158415615558624 (0.20697123805681863) | > loss_disc_real_3: 0.24843508005142212 (0.21240590512752533) | > loss_disc_real_4: 0.24219734966754913 (0.2194224620858828) | > loss_disc_real_5: 0.22517581284046173 (0.2088302175203959) | > loss_0: 2.370306968688965 (2.4254263639450073) | > loss_gen: 2.435810089111328 (2.3156712452570596) | > loss_kl: 2.9408020973205566 (2.702279289563497) | > loss_feat: 5.813655376434326 (6.199040492375691) | > loss_mel: 19.73120880126953 (19.41705894470215) | > loss_duration: 2.1497802734375 (2.327056090037028) | > loss_1: 33.071258544921875 (32.961106300354004)  --> STEP: 7 | > loss_disc: 2.522907018661499 (2.439352171761649) | > loss_disc_real_0: 0.2016391158103943 (0.12992238679102489) | > loss_disc_real_1: 0.3131609559059143 (0.23839269152709416) | > loss_disc_real_2: 0.15347282588481903 (0.199328607746533) | > loss_disc_real_3: 0.24020539224147797 (0.21637726042951858) | > loss_disc_real_4: 0.25931209325790405 (0.225120980824743) | > loss_disc_real_5: 0.3046351373195648 (0.2225166346345629) | > loss_0: 2.522907018661499 (2.439352171761649) | > loss_gen: 2.525357246398926 (2.3456263882773265) | > loss_kl: 3.4356470108032227 (2.807046106883458) | > loss_feat: 4.827428340911865 (6.0030958993094305) | > loss_mel: 19.073415756225586 (19.36796706063407) | > loss_duration: 2.475341320037842 (2.3482396943228587) | > loss_1: 32.337188720703125 (32.87197521754673)  --> STEP: 8 | > loss_disc: 2.4922447204589844 (2.445963740348816) | > loss_disc_real_0: 0.08435921370983124 (0.12422699015587568) | > loss_disc_real_1: 0.20390604436397552 (0.23408186063170433) | > loss_disc_real_2: 0.2439415156841278 (0.20490522123873234) | > loss_disc_real_3: 0.24124397337436676 (0.2194855995476246) | > loss_disc_real_4: 0.24190671741962433 (0.22721919789910316) | > loss_disc_real_5: 0.25491833686828613 (0.2265668474137783) | > loss_0: 2.4922447204589844 (2.445963740348816) | > loss_gen: 2.392590045928955 (2.35149684548378) | > loss_kl: 2.8414535522460938 (2.8113470375537872) | > loss_feat: 6.259005069732666 (6.035084545612335) | > loss_mel: 16.716480255126953 (19.03653120994568) | > loss_duration: 2.175356388092041 (2.3266292810440063) | > loss_1: 30.384883880615234 (32.5610888004303)  --> STEP: 9 | > loss_disc: 2.4758036136627197 (2.4492792818281384) | > loss_disc_real_0: 0.13426944613456726 (0.12534281859795252) | > loss_disc_real_1: 0.22227467596530914 (0.2327699512243271) | > loss_disc_real_2: 0.15333253145217896 (0.19917492237355974) | > loss_disc_real_3: 0.16547107696533203 (0.21348398592736986) | > loss_disc_real_4: 0.1155795082449913 (0.21481478793753517) | > loss_disc_real_5: 0.153062105178833 (0.2183996538321177) | > loss_0: 2.4758036136627197 (2.4492792818281384) | > loss_gen: 2.3318214416503906 (2.349310689502292) | > loss_kl: 3.199577808380127 (2.854483789867825) | > loss_feat: 9.99117660522461 (6.474650330013699) | > loss_mel: 21.09650421142578 (19.265417098999023) | > loss_duration: 2.110377788543701 (2.3026013374328613) | > loss_1: 38.72945785522461 (33.24646313985189)  --> STEP: 10 | > loss_disc: 2.2272286415100098 (2.4270742177963256) | > loss_disc_real_0: 0.11471360921859741 (0.12427989766001701) | > loss_disc_real_1: 0.18588533997535706 (0.22808149009943007) | > loss_disc_real_2: 0.17985200881958008 (0.19724263101816178) | > loss_disc_real_3: 0.22721543908119202 (0.21485713124275208) | > loss_disc_real_4: 0.17518071830272675 (0.21085138097405434) | > loss_disc_real_5: 0.17525392770767212 (0.21408508121967315) | > loss_0: 2.2272286415100098 (2.4270742177963256) | > loss_gen: 2.2065703868865967 (2.3350366592407226) | > loss_kl: 2.355026960372925 (2.804538106918335) | > loss_feat: 5.779847621917725 (6.405170059204101) | > loss_mel: 19.39881706237793 (19.278757095336914) | > loss_duration: 2.2830724716186523 (2.3006484508514404) | > loss_1: 32.02333450317383 (33.12415027618408)  --> STEP: 11 | > loss_disc: 2.3811841011047363 (2.422902389006181) | > loss_disc_real_0: 0.141949862241745 (0.12588625807653775) | > loss_disc_real_1: 0.15743394196033478 (0.22165898572314868) | > loss_disc_real_2: 0.20132479071617126 (0.19761373644525354) | > loss_disc_real_3: 0.20395812392234802 (0.21386631239544263) | > loss_disc_real_4: 0.23544669151306152 (0.21308731829578226) | > loss_disc_real_5: 0.23159076273441315 (0.21567650681192224) | > loss_0: 2.3811841011047363 (2.422902389006181) | > loss_gen: 2.1458065509796143 (2.3178339221260766) | > loss_kl: 2.6896016597747803 (2.794089338996194) | > loss_feat: 6.049098968505859 (6.372799960049716) | > loss_mel: 17.60624885559082 (19.126710891723633) | > loss_duration: 2.4161036014556885 (2.311144373633645) | > loss_1: 30.9068603515625 (32.922578464854844)  --> STEP: 12 | > loss_disc: 2.328066825866699 (2.4149994254112244) | > loss_disc_real_0: 0.06512308120727539 (0.1208226600040992) | > loss_disc_real_1: 0.29218170046806335 (0.22753587861855826) | > loss_disc_real_2: 0.15681543946266174 (0.1942138783633709) | > loss_disc_real_3: 0.25134268403053284 (0.21698934336503348) | > loss_disc_real_4: 0.21188324689865112 (0.212986979012688) | > loss_disc_real_5: 0.19625388085842133 (0.2140579546491305) | > loss_0: 2.328066825866699 (2.4149994254112244) | > loss_gen: 2.4186954498291016 (2.3262390494346623) | > loss_kl: 1.8107469081878662 (2.712144136428833) | > loss_feat: 5.766798496246338 (6.322299838066101) | > loss_mel: 20.421344757080078 (19.234597047170002) | > loss_duration: 2.1835007667541504 (2.3005074063936872) | > loss_1: 32.6010856628418 (32.895787398020424)  --> STEP: 13 | > loss_disc: 2.471928358078003 (2.4193785740778995) | > loss_disc_real_0: 0.1431942731142044 (0.12254355332026115) | > loss_disc_real_1: 0.15543347597122192 (0.22198953995337853) | > loss_disc_real_2: 0.2708660364151001 (0.2001101982135039) | > loss_disc_real_3: 0.2321232408285141 (0.21815348932376274) | > loss_disc_real_4: 0.21503965556621552 (0.21314487720911318) | > loss_disc_real_5: 0.2241014540195465 (0.2148305315237779) | > loss_0: 2.471928358078003 (2.4193785740778995) | > loss_gen: 2.397965669631958 (2.331756481757531) | > loss_kl: 2.4279308319091797 (2.690281574542706) | > loss_feat: 6.753063201904297 (6.35543548143827) | > loss_mel: 19.18360137939453 (19.23067430349497) | > loss_duration: 2.166313409805298 (2.2901847912715034) | > loss_1: 32.92887496948242 (32.898332595825195)  --> STEP: 14 | > loss_disc: 2.4671542644500732 (2.4227911233901978) | > loss_disc_real_0: 0.08361142873764038 (0.11976268727864538) | > loss_disc_real_1: 0.130508154630661 (0.21545515528747014) | > loss_disc_real_2: 0.16446374356746674 (0.19756402288164412) | > loss_disc_real_3: 0.23887977004051208 (0.2196339379463877) | > loss_disc_real_4: 0.23674342036247253 (0.21483048743435315) | > loss_disc_real_5: 0.32474252581596375 (0.22268138825893402) | > loss_0: 2.4671542644500732 (2.4227911233901978) | > loss_gen: 2.2476632595062256 (2.3257498230252946) | > loss_kl: 3.4686379432678223 (2.7458784580230713) | > loss_feat: 6.924887180328369 (6.396110602787563) | > loss_mel: 19.48644256591797 (19.24894346509661) | > loss_duration: 2.295914649963379 (2.2905940668923512) | > loss_1: 34.42354202270508 (33.00727612631662)  --> STEP: 15 | > loss_disc: 2.3685693740844727 (2.4191763401031494) | > loss_disc_real_0: 0.1298755705356598 (0.12043687949577968) | > loss_disc_real_1: 0.22699111700057983 (0.21622421940167744) | > loss_disc_real_2: 0.2569626271724701 (0.20152392983436584) | > loss_disc_real_3: 0.1822882443666458 (0.2171442250410716) | > loss_disc_real_4: 0.16859681904315948 (0.21174824287494023) | > loss_disc_real_5: 0.14723964035511017 (0.2176519383986791) | > loss_0: 2.3685693740844727 (2.4191763401031494) | > loss_gen: 2.3241050243377686 (2.3256401697794598) | > loss_kl: 2.7535598278045654 (2.7463905493418377) | > loss_feat: 8.765802383422852 (6.554090054829915) | > loss_mel: 20.145463943481445 (19.30871149698893) | > loss_duration: 2.333091974258423 (2.293427260716756) | > loss_1: 36.322021484375 (33.22825915018718)  --> STEP: 16 | > loss_disc: 2.414785861968994 (2.4189019352197647) | > loss_disc_real_0: 0.15371045470237732 (0.12251647794619203) | > loss_disc_real_1: 0.23970375955104828 (0.21769169066101313) | > loss_disc_real_2: 0.17678587138652802 (0.19997780118137598) | > loss_disc_real_3: 0.28070878982543945 (0.22111701034009457) | > loss_disc_real_4: 0.25198304653167725 (0.2142629181034863) | > loss_disc_real_5: 0.22618241608142853 (0.21818509325385094) | > loss_0: 2.414785861968994 (2.4189019352197647) | > loss_gen: 2.3680949211120605 (2.328293591737747) | > loss_kl: 1.9368853569030762 (2.695796474814415) | > loss_feat: 6.638458251953125 (6.559363067150116) | > loss_mel: 17.09953498840332 (19.17063796520233) | > loss_duration: 2.3748159408569336 (2.2985140532255173) | > loss_1: 30.417789459228516 (33.05260479450226)  --> STEP: 17 | > loss_disc: 2.561544179916382 (2.427292655496036) | > loss_disc_real_0: 0.12647700309753418 (0.12274945001391803) | > loss_disc_real_1: 0.304982990026474 (0.22282647297662847) | > loss_disc_real_2: 0.2782152593135834 (0.2045800046009176) | > loss_disc_real_3: 0.323677659034729 (0.22714998967507305) | > loss_disc_real_4: 0.27266255021095276 (0.21769819058039608) | > loss_disc_real_5: 0.3244197368621826 (0.22443418993669398) | > loss_0: 2.561544179916382 (2.427292655496036) | > loss_gen: 2.6044580936431885 (2.3445385624380672) | > loss_kl: 2.6782608032226562 (2.694764964720782) | > loss_feat: 5.887327194213867 (6.519831545212689) | > loss_mel: 17.911237716674805 (19.09655559764189) | > loss_duration: 2.386465072631836 (2.3036876426023594) | > loss_1: 31.467748641967773 (32.95937796200023)  --> STEP: 18 | > loss_disc: 2.1198649406433105 (2.410213338004218) | > loss_disc_real_0: 0.1854492872953415 (0.12623277430733046) | > loss_disc_real_1: 0.12881416082382202 (0.217603566745917) | > loss_disc_real_2: 0.19503489136695862 (0.2040497205323643) | > loss_disc_real_3: 0.21446239948272705 (0.22644512355327606) | > loss_disc_real_4: 0.19153344631195068 (0.21624459367659357) | > loss_disc_real_5: 0.3064188063144684 (0.22898889084657034) | > loss_0: 2.1198649406433105 (2.410213338004218) | > loss_gen: 3.210174322128296 (2.3926294379764133) | > loss_kl: 2.2619075775146484 (2.670717332098219) | > loss_feat: 11.677840232849121 (6.806387583414714) | > loss_mel: 20.34174346923828 (19.165732701619465) | > loss_duration: 2.272752285003662 (2.3019690116246543) | > loss_1: 39.7644157409668 (33.33743561638726)  --> STEP: 19 | > loss_disc: 2.49977970123291 (2.4149273571215177) | > loss_disc_real_0: 0.12158345431089401 (0.12598807325488642) | > loss_disc_real_1: 0.18003490567207336 (0.21562626879466207) | > loss_disc_real_2: 0.1934279203414917 (0.20349067841705523) | > loss_disc_real_3: 0.17640568315982819 (0.22381146879572617) | > loss_disc_real_4: 0.18414849042892456 (0.21455532508461098) | > loss_disc_real_5: 0.20715276896953583 (0.22783962127409482) | > loss_0: 2.49977970123291 (2.4149273571215177) | > loss_gen: 2.0419929027557373 (2.3741748834911145) | > loss_kl: 1.8302844762802124 (2.6264840238972713) | > loss_feat: 9.827676773071289 (6.965402803922954) | > loss_mel: 19.121042251586914 (19.163380572670384) | > loss_duration: 2.327697515487671 (2.303323143406918) | > loss_1: 35.1486930847168 (33.43276495682566)  --> STEP: 20 | > loss_disc: 2.1429615020751953 (2.4013290643692016) | > loss_disc_real_0: 0.061733998358249664 (0.12277536951005459) | > loss_disc_real_1: 0.1679961383342743 (0.21324476227164268) | > loss_disc_real_2: 0.27557364106178284 (0.20709482654929162) | > loss_disc_real_3: 0.18673637509346008 (0.22195771411061288) | > loss_disc_real_4: 0.13067033886909485 (0.21036107577383517) | > loss_disc_real_5: 0.11141879111528397 (0.2220185797661543) | > loss_0: 2.1429615020751953 (2.4013290643692016) | > loss_gen: 2.311767101287842 (2.371054494380951) | > loss_kl: 1.921447515487671 (2.591232198476791) | > loss_feat: 6.861852169036865 (6.96022527217865) | > loss_mel: 21.0090389251709 (19.25566349029541) | > loss_duration: 2.2816991806030273 (2.3022419452667235) | > loss_1: 34.385807037353516 (33.48041706085205)  --> STEP: 21 | > loss_disc: 2.1427953243255615 (2.389017933890933) | > loss_disc_real_0: 0.13663539290428162 (0.1234353706240654) | > loss_disc_real_1: 0.22037774324417114 (0.2135844280322393) | > loss_disc_real_2: 0.1903153657913208 (0.20629580460843586) | > loss_disc_real_3: 0.25273945927619934 (0.22342351149945033) | > loss_disc_real_4: 0.1790178269147873 (0.2088685401138805) | > loss_disc_real_5: 0.20655187964439392 (0.22128207023654664) | > loss_0: 2.1427953243255615 (2.389017933890933) | > loss_gen: 2.6429052352905273 (2.3839997677575973) | > loss_kl: 3.4194753170013428 (2.6306723469779607) | > loss_feat: 7.214939594268799 (6.9723545256115145) | > loss_mel: 16.746543884277344 (19.13618160429455) | > loss_duration: 2.1554312705993652 (2.295250960758754) | > loss_1: 32.17929458618164 (33.418458847772506)  --> STEP: 22 | > loss_disc: 2.4809489250183105 (2.393196615305814) | > loss_disc_real_0: 0.16492041945457458 (0.1253210546618158) | > loss_disc_real_1: 0.14606405794620514 (0.2105153203010559) | > loss_disc_real_2: 0.21888180077075958 (0.20686789534308694) | > loss_disc_real_3: 0.20620913803577423 (0.22264103997837414) | > loss_disc_real_4: 0.21623651683330536 (0.20920344814658165) | > loss_disc_real_5: 0.27807632088661194 (0.2238636270842769) | > loss_0: 2.4809489250183105 (2.393196615305814) | > loss_gen: 2.366673231124878 (2.3832121979106557) | > loss_kl: 1.8675113916397095 (2.595983212644404) | > loss_feat: 8.026785850524902 (7.020283222198486) | > loss_mel: 19.937191009521484 (19.172591122713957) | > loss_duration: 2.174682140350342 (2.289770559831099) | > loss_1: 34.37284469604492 (33.461840022693984)  --> STEP: 23 | > loss_disc: 2.667874813079834 (2.405139145643815) | > loss_disc_real_0: 0.09005024284124374 (0.12378754110439964) | > loss_disc_real_1: 0.11792715638875961 (0.20648974795704303) | > loss_disc_real_2: 0.21410396695137024 (0.20718250715214273) | > loss_disc_real_3: 0.2806568443775177 (0.22516346625659778) | > loss_disc_real_4: 0.26762640476226807 (0.21174357669508975) | > loss_disc_real_5: 0.2958906888961792 (0.22699523846740308) | > loss_0: 2.667874813079834 (2.405139145643815) | > loss_gen: 2.2874059677124023 (2.3790467096411665) | > loss_kl: 2.4268386363983154 (2.588629100633704) | > loss_feat: 7.058717727661133 (7.021954287653384) | > loss_mel: 17.963443756103516 (19.12001949807872) | > loss_duration: 2.2852540016174316 (2.2895741877348526) | > loss_1: 32.021663665771484 (33.39922365934953)  --> STEP: 24 | > loss_disc: 2.3726720809936523 (2.4037863512833915) | > loss_disc_real_0: 0.09230544418096542 (0.12247578706592321) | > loss_disc_real_1: 0.15390373766422272 (0.2042986641948422) | > loss_disc_real_2: 0.24221880733966827 (0.20864235299328962) | > loss_disc_real_3: 0.2937156856060028 (0.22801980872948965) | > loss_disc_real_4: 0.22651712596416473 (0.21235914124796787) | > loss_disc_real_5: 0.19568860530853271 (0.22569079541911682) | > loss_0: 2.3726720809936523 (2.4037863512833915) | > loss_gen: 2.3525474071502686 (2.377942572037379) | > loss_kl: 2.026993989944458 (2.5652276376883187) | > loss_feat: 8.134949684143066 (7.068329095840454) | > loss_mel: 19.53775405883789 (19.13742510477702) | > loss_duration: 2.435944080352783 (2.2956729332605996) | > loss_1: 34.488189697265625 (33.4445972442627)  --> STEP: 25 | > loss_disc: 2.316956043243408 (2.400313138961792) | > loss_disc_real_0: 0.15934881567955017 (0.12395070821046829) | > loss_disc_real_1: 0.34891796112060547 (0.21008343607187271) | > loss_disc_real_2: 0.1624760925769806 (0.20679570257663726) | > loss_disc_real_3: 0.2194354236125946 (0.22767643332481385) | > loss_disc_real_4: 0.21032249927520752 (0.21227767556905747) | > loss_disc_real_5: 0.1811102330684662 (0.22390757292509078) | > loss_0: 2.316956043243408 (2.400313138961792) | > loss_gen: 2.5219428539276123 (2.383702583312988) | > loss_kl: 2.3062093257904053 (2.5548669052124025) | > loss_feat: 4.68515157699585 (6.97300199508667) | > loss_mel: 16.329313278198242 (19.02510063171387) | > loss_duration: 2.358405351638794 (2.2981822299957275) | > loss_1: 28.20102310180664 (33.23485427856446)  --> STEP: 26 | > loss_disc: 3.2147881984710693 (2.431639102789072) | > loss_disc_real_0: 0.10811565816402435 (0.12334166782406661) | > loss_disc_real_1: 0.28652647137641907 (0.21302355281435525) | > loss_disc_real_2: 0.16777139902114868 (0.2052947678245031) | > loss_disc_real_3: 0.11138122528791428 (0.22320354070801002) | > loss_disc_real_4: 0.11986477673053741 (0.20872333330603746) | > loss_disc_real_5: 0.1381075233221054 (0.22060757101728365) | > loss_0: 3.2147881984710693 (2.431639102789072) | > loss_gen: 1.7504818439483643 (2.3593479394912715) | > loss_kl: 1.8396475315093994 (2.5273584677622867) | > loss_feat: 15.625091552734375 (7.305774670380813) | > loss_mel: 21.49382781982422 (19.120051677410423) | > loss_duration: 2.27190899848938 (2.297171721091637) | > loss_1: 42.980953216552734 (33.60970423771786) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024044972199660087 (-1.548803769625077e-05) | > avg_loss_disc: 2.431639102789072 (-0.03780506207392742) | > avg_loss_disc_real_0: 0.12334166782406661 (-0.032656448033566654) | > avg_loss_disc_real_1: 0.21302355281435525 (+0.03921490105298847) | > avg_loss_disc_real_2: 0.2052947678245031 (-0.019222545222594173) | > avg_loss_disc_real_3: 0.22320354070801002 (-0.06983887834044605) | > avg_loss_disc_real_4: 0.20872333330603746 (-0.08582600865226528) | > avg_loss_disc_real_5: 0.22060757101728365 (-0.022419834939333194) | > avg_loss_0: 2.431639102789072 (-0.03780506207392742) | > avg_loss_gen: 2.3593479394912715 (-0.1058630393101625) | > avg_loss_kl: 2.5273584677622867 (-0.053162950735826) | > avg_loss_feat: 7.305774670380813 (-0.29571010516240026) | > avg_loss_mel: 19.120051677410423 (+0.3250392767099264) | > avg_loss_duration: 2.297171721091637 (+0.011059907766488575) | > avg_loss_1: 33.60970423771786 (-0.11863715832049593)  > EPOCH: 290/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:42:42)   --> TIME: 2024-06-11 03:42:51 -- STEP: 24/330 -- GLOBAL_STEP: 183725 | > loss_disc: 2.269562244415283 (2.292761584122976) | > loss_disc_real_0: 0.08872248977422714 (0.10336902660007279) | > loss_disc_real_1: 0.19324980676174164 (0.21176942996680737) | > loss_disc_real_2: 0.1967136263847351 (0.2107621462394794) | > loss_disc_real_3: 0.25131601095199585 (0.2225714089969794) | > loss_disc_real_4: 0.21494035422801971 (0.2218080423772335) | > loss_disc_real_5: 0.2086687833070755 (0.2074902355670929) | > loss_0: 2.269562244415283 (2.292761584122976) | > grad_norm_0: tensor(22.7286, device='cuda:0') (tensor(11.6390, device='cuda:0')) | > loss_gen: 2.52193284034729 (2.5531433324019113) | > loss_kl: 1.7587980031967163 (1.7631563544273376) | > loss_feat: 7.7878899574279785 (7.330335080623627) | > loss_mel: 18.41813850402832 (18.762897968292236) | > loss_duration: 2.0057320594787598 (2.116071045398712) | > loss_1: 32.49249267578125 (32.525603850682565) | > grad_norm_1: tensor(301.9233, device='cuda:0') (tensor(140.3747, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3598 (0.3522961139678955) | > loader_time: 0.0031 (0.0030983289082845054)  --> TIME: 2024-06-11 03:43:00 -- STEP: 49/330 -- GLOBAL_STEP: 183750 | > loss_disc: 2.2924020290374756 (2.2941081523895264) | > loss_disc_real_0: 0.09930981695652008 (0.10827346716304215) | > loss_disc_real_1: 0.1928343027830124 (0.2059632594488105) | > loss_disc_real_2: 0.21561911702156067 (0.21210101824633928) | > loss_disc_real_3: 0.20286953449249268 (0.2229024193116597) | > loss_disc_real_4: 0.21126729249954224 (0.2223537156776506) | > loss_disc_real_5: 0.22708533704280853 (0.21086493560246058) | > loss_0: 2.2924020290374756 (2.2941081523895264) | > grad_norm_0: tensor(16.8831, device='cuda:0') (tensor(11.4894, device='cuda:0')) | > loss_gen: 2.502997398376465 (2.5567577128507657) | > loss_kl: 1.861812710762024 (1.7965815529531362) | > loss_feat: 7.384080410003662 (7.308444821104711) | > loss_mel: 18.498498916625977 (18.67690413338798) | > loss_duration: 1.988331913948059 (2.067003437450955) | > loss_1: 32.235721588134766 (32.40569161395637) | > grad_norm_1: tensor(61.1772, device='cuda:0') (tensor(144.2886, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3438 (0.3531349435144541) | > loader_time: 0.0033 (0.0033036008173105667)  --> TIME: 2024-06-11 03:43:09 -- STEP: 74/330 -- GLOBAL_STEP: 183775 | > loss_disc: 2.3333325386047363 (2.2900626530518404) | > loss_disc_real_0: 0.08972258865833282 (0.10976320308809345) | > loss_disc_real_1: 0.23600313067436218 (0.20370047559609283) | > loss_disc_real_2: 0.2571173310279846 (0.21179862803704028) | > loss_disc_real_3: 0.22894927859306335 (0.22307614055839745) | > loss_disc_real_4: 0.21862441301345825 (0.22172891711061066) | > loss_disc_real_5: 0.24733757972717285 (0.21110645500389308) | > loss_0: 2.3333325386047363 (2.2900626530518404) | > grad_norm_0: tensor(26.7386, device='cuda:0') (tensor(12.6789, device='cuda:0')) | > loss_gen: 2.6060879230499268 (2.5648508684055242) | > loss_kl: 1.7986801862716675 (1.8203396185024365) | > loss_feat: 7.3541412353515625 (7.386115054826479) | > loss_mel: 18.55674171447754 (18.69964354747052) | > loss_duration: 1.9665114879608154 (2.04915238232226) | > loss_1: 32.28216552734375 (32.520101444141275) | > grad_norm_1: tensor(373.6416, device='cuda:0') (tensor(164.3808, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3548 (0.35453044079445506) | > loader_time: 0.0036 (0.0034119341824505782)  --> TIME: 2024-06-11 03:43:19 -- STEP: 99/330 -- GLOBAL_STEP: 183800 | > loss_disc: 2.280425548553467 (2.2947226004167027) | > loss_disc_real_0: 0.11444146931171417 (0.11207306087769643) | > loss_disc_real_1: 0.20056000351905823 (0.20133618272916234) | > loss_disc_real_2: 0.22928234934806824 (0.21228863855805055) | > loss_disc_real_3: 0.21438105404376984 (0.2234407871058493) | > loss_disc_real_4: 0.22957979142665863 (0.22240459783510727) | > loss_disc_real_5: 0.21650685369968414 (0.21253090299139119) | > loss_0: 2.280425548553467 (2.2947226004167027) | > grad_norm_0: tensor(18.4459, device='cuda:0') (tensor(14.0071, device='cuda:0')) | > loss_gen: 2.561729907989502 (2.5525496993402044) | > loss_kl: 1.7578437328338623 (1.8200692913749001) | > loss_feat: 7.591575622558594 (7.353183250234585) | > loss_mel: 18.720361709594727 (18.63800177911316) | > loss_duration: 2.038037061691284 (2.0458624916847308) | > loss_1: 32.66954803466797 (32.40966644672433) | > grad_norm_1: tensor(269.8747, device='cuda:0') (tensor(179.0432, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3661 (0.3567253363252891) | > loader_time: 0.0038 (0.003535595807162198)  --> TIME: 2024-06-11 03:43:28 -- STEP: 124/330 -- GLOBAL_STEP: 183825 | > loss_disc: 2.2868151664733887 (2.2965568284834577) | > loss_disc_real_0: 0.10740868747234344 (0.11239197114182095) | > loss_disc_real_1: 0.18583373725414276 (0.20057522108958614) | > loss_disc_real_2: 0.1687122881412506 (0.21210137778712854) | > loss_disc_real_3: 0.19308531284332275 (0.22460591600787255) | > loss_disc_real_4: 0.20147472620010376 (0.22260817404716246) | > loss_disc_real_5: 0.201668843626976 (0.2129800489112254) | > loss_0: 2.2868151664733887 (2.2965568284834577) | > grad_norm_0: tensor(17.0572, device='cuda:0') (tensor(14.7837, device='cuda:0')) | > loss_gen: 2.468510627746582 (2.553871237462567) | > loss_kl: 1.7450474500656128 (1.8167085070763864) | > loss_feat: 7.531102180480957 (7.3636170856414305) | > loss_mel: 19.50395393371582 (18.640020462774473) | > loss_duration: 2.0540413856506348 (2.0466661135996533) | > loss_1: 33.30265808105469 (32.42088339405675) | > grad_norm_1: tensor(305.5488, device='cuda:0') (tensor(194.6031, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3857 (0.3587194277394203) | > loader_time: 0.0044 (0.003659254120242211)  --> TIME: 2024-06-11 03:43:38 -- STEP: 149/330 -- GLOBAL_STEP: 183850 | > loss_disc: 2.4080166816711426 (2.303804591198095) | > loss_disc_real_0: 0.08559982478618622 (0.11503915926254035) | > loss_disc_real_1: 0.17520305514335632 (0.20037562145082743) | > loss_disc_real_2: 0.23947155475616455 (0.21330344116927794) | > loss_disc_real_3: 0.2158033847808838 (0.22433928355274585) | > loss_disc_real_4: 0.20288054645061493 (0.22181774795855452) | > loss_disc_real_5: 0.18342451751232147 (0.21324813825972125) | > loss_0: 2.4080166816711426 (2.303804591198095) | > grad_norm_0: tensor(24.0862, device='cuda:0') (tensor(17.4974, device='cuda:0')) | > loss_gen: 2.5222201347351074 (2.5497124835148752) | > loss_kl: 1.8050487041473389 (1.8177804618873852) | > loss_feat: 7.145334243774414 (7.347082970126364) | > loss_mel: 18.448657989501953 (18.64489509275296) | > loss_duration: 2.071284770965576 (2.049115701809825) | > loss_1: 31.99254608154297 (32.40858674529415) | > grad_norm_1: tensor(286.0988, device='cuda:0') (tensor(206.8202, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3632 (0.36097587675056203) | > loader_time: 0.0042 (0.0037638613041615326)  --> TIME: 2024-06-11 03:43:47 -- STEP: 174/330 -- GLOBAL_STEP: 183875 | > loss_disc: 2.2215945720672607 (2.3024592358490508) | > loss_disc_real_0: 0.06875693798065186 (0.11339347595456002) | > loss_disc_real_1: 0.179219052195549 (0.20025666726046595) | > loss_disc_real_2: 0.18587471544742584 (0.21360009994315005) | > loss_disc_real_3: 0.20978088676929474 (0.22476969933372803) | > loss_disc_real_4: 0.23171329498291016 (0.2213767448375965) | > loss_disc_real_5: 0.19632714986801147 (0.21424173512335476) | > loss_0: 2.2215945720672607 (2.3024592358490508) | > grad_norm_0: tensor(12.1814, device='cuda:0') (tensor(18.1443, device='cuda:0')) | > loss_gen: 2.5869572162628174 (2.5636180077476065) | > loss_kl: 1.83970308303833 (1.8201163315224922) | > loss_feat: 7.3008294105529785 (7.373885039625497) | > loss_mel: 18.890575408935547 (18.62425879774423) | > loss_duration: 2.1321921348571777 (2.0530050725772457) | > loss_1: 32.75025939941406 (32.43488333691125) | > grad_norm_1: tensor(313.7177, device='cuda:0') (tensor(214.3574, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3915 (0.3636884867459879) | > loader_time: 0.0042 (0.0038638745231189945)  --> TIME: 2024-06-11 03:43:57 -- STEP: 199/330 -- GLOBAL_STEP: 183900 | > loss_disc: 2.4035568237304688 (2.3035163172525372) | > loss_disc_real_0: 0.28437063097953796 (0.11339834755539295) | > loss_disc_real_1: 0.20667226612567902 (0.19977118831184043) | > loss_disc_real_2: 0.24355758726596832 (0.2132203006864193) | > loss_disc_real_3: 0.24666832387447357 (0.22504822250886178) | > loss_disc_real_4: 0.23985014855861664 (0.2214375620511309) | > loss_disc_real_5: 0.24417319893836975 (0.2141058410531911) | > loss_0: 2.4035568237304688 (2.3035163172525372) | > grad_norm_0: tensor(58.6830, device='cuda:0') (tensor(20.2658, device='cuda:0')) | > loss_gen: 2.589348316192627 (2.5682208286457926) | > loss_kl: 1.65021812915802 (1.8261020183563232) | > loss_feat: 6.378561019897461 (7.398022155665872) | > loss_mel: 17.473526000976562 (18.597098479917907) | > loss_duration: 2.1800429821014404 (2.0602200887910085) | > loss_1: 30.27169418334961 (32.449663641464745) | > grad_norm_1: tensor(318.0678, device='cuda:0') (tensor(227.4179, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.4028 (0.36770418061682936) | > loader_time: 0.0047 (0.003995945705241294)  --> TIME: 2024-06-11 03:44:08 -- STEP: 224/330 -- GLOBAL_STEP: 183925 | > loss_disc: 2.2711901664733887 (2.303883851638863) | > loss_disc_real_0: 0.17553414404392242 (0.11364833857598049) | > loss_disc_real_1: 0.18834847211837769 (0.19950623783682073) | > loss_disc_real_2: 0.20824898779392242 (0.21323718117283924) | > loss_disc_real_3: 0.19551494717597961 (0.22457937191107444) | > loss_disc_real_4: 0.20307937264442444 (0.2213443996650832) | > loss_disc_real_5: 0.1814039647579193 (0.21388320199080874) | > loss_0: 2.2711901664733887 (2.303883851638863) | > grad_norm_0: tensor(72.2262, device='cuda:0') (tensor(22.3381, device='cuda:0')) | > loss_gen: 2.7149009704589844 (2.5723912758486613) | > loss_kl: 1.833019495010376 (1.8296664974519186) | > loss_feat: 8.668985366821289 (7.417998648115566) | > loss_mel: 19.161012649536133 (18.581792976175045) | > loss_duration: 2.176603317260742 (2.0666874695037083) | > loss_1: 34.55451965332031 (32.46853693042481) | > grad_norm_1: tensor(533.3358, device='cuda:0') (tensor(249.1749, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.3922 (0.3713540679642133) | > loader_time: 0.0052 (0.004130783889974865)  --> TIME: 2024-06-11 03:44:18 -- STEP: 249/330 -- GLOBAL_STEP: 183950 | > loss_disc: 2.356888771057129 (2.309985726712699) | > loss_disc_real_0: 0.14413492381572723 (0.11499359778850433) | > loss_disc_real_1: 0.1781870573759079 (0.19930866641931266) | > loss_disc_real_2: 0.23105816543102264 (0.2136031145072845) | > loss_disc_real_3: 0.23685358464717865 (0.22529443500032387) | > loss_disc_real_4: 0.20905573666095734 (0.22169796093161326) | > loss_disc_real_5: 0.19801950454711914 (0.21426913034485046) | > loss_0: 2.356888771057129 (2.309985726712699) | > grad_norm_0: tensor(26.2482, device='cuda:0') (tensor(24.2646, device='cuda:0')) | > loss_gen: 2.4968693256378174 (2.569205932349086) | > loss_kl: 1.8088889122009277 (1.8275288487055215) | > loss_feat: 6.407608509063721 (7.396826098721669) | > loss_mel: 18.252704620361328 (18.535950427074518) | > loss_duration: 2.1462435722351074 (2.074334562542927) | > loss_1: 31.112316131591797 (32.40384592109893) | > grad_norm_1: tensor(389.1892, device='cuda:0') (tensor(262.8249, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.4158 (0.3769239795255853) | > loader_time: 0.0061 (0.00429752744345301)  --> TIME: 2024-06-11 03:44:29 -- STEP: 274/330 -- GLOBAL_STEP: 183975 | > loss_disc: 2.297818183898926 (2.3117145352119954) | > loss_disc_real_0: 0.1277087926864624 (0.11541878875263416) | > loss_disc_real_1: 0.21777406334877014 (0.1995820671755032) | > loss_disc_real_2: 0.20686890184879303 (0.21371661251696356) | > loss_disc_real_3: 0.22234877943992615 (0.22554723477929178) | > loss_disc_real_4: 0.2102268785238266 (0.22204982190236555) | > loss_disc_real_5: 0.20476603507995605 (0.21446349221641992) | > loss_0: 2.297818183898926 (2.3117145352119954) | > grad_norm_0: tensor(7.6664, device='cuda:0') (tensor(24.1217, device='cuda:0')) | > loss_gen: 2.4867656230926514 (2.5631226518728436) | > loss_kl: 1.8217833042144775 (1.8306337442711322) | > loss_feat: 7.692697525024414 (7.401409845282561) | > loss_mel: 17.646150588989258 (18.49358000372449) | > loss_duration: 2.155179023742676 (2.081928664315356) | > loss_1: 31.802574157714844 (32.37067496167481) | > grad_norm_1: tensor(81.7279, device='cuda:0') (tensor(266.0495, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.4553 (0.38192034724855084) | > loader_time: 0.0061 (0.0044676944287153925)  --> TIME: 2024-06-11 03:44:41 -- STEP: 299/330 -- GLOBAL_STEP: 184000 | > loss_disc: 2.3363356590270996 (2.312831936871329) | > loss_disc_real_0: 0.14882421493530273 (0.11580238598445586) | > loss_disc_real_1: 0.16231490671634674 (0.20015899308748472) | > loss_disc_real_2: 0.20566153526306152 (0.21373398741551464) | > loss_disc_real_3: 0.23672188818454742 (0.22547165267044894) | > loss_disc_real_4: 0.2312665730714798 (0.22206282102344027) | > loss_disc_real_5: 0.20528511703014374 (0.21414418324180262) | > loss_0: 2.3363356590270996 (2.312831936871329) | > grad_norm_0: tensor(12.5335, device='cuda:0') (tensor(23.9722, device='cuda:0')) | > loss_gen: 2.520843029022217 (2.5580291724125273) | > loss_kl: 1.8482946157455444 (1.8331511172163846) | > loss_feat: 7.840776443481445 (7.410347147530138) | > loss_mel: 18.191314697265625 (18.450838618453936) | > loss_duration: 2.2438583374023438 (2.0915268771225786) | > loss_1: 32.64508819580078 (32.343892955461065) | > grad_norm_1: tensor(279.6648, device='cuda:0') (tensor(267.9512, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.4667 (0.3880558221236521) | > loader_time: 0.0073 (0.004659808997725166) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_184000.pth  --> TIME: 2024-06-11 03:44:59 -- STEP: 324/330 -- GLOBAL_STEP: 184025 | > loss_disc: 2.5463078022003174 (2.3169879155394493) | > loss_disc_real_0: 0.11151690781116486 (0.116945197460828) | > loss_disc_real_1: 0.22484880685806274 (0.2004864235167151) | > loss_disc_real_2: 0.22143906354904175 (0.2139206271112701) | > loss_disc_real_3: 0.29392510652542114 (0.22585272214110996) | > loss_disc_real_4: 0.1927148848772049 (0.22239222612093995) | > loss_disc_real_5: 0.2165365368127823 (0.21438346950360276) | > loss_0: 2.5463078022003174 (2.3169879155394493) | > grad_norm_0: tensor(27.8540, device='cuda:0') (tensor(24.7007, device='cuda:0')) | > loss_gen: 2.718553304672241 (2.5547071518721403) | > loss_kl: 2.073076009750366 (1.8384053983070232) | > loss_feat: 8.574152946472168 (7.456813800482102) | > loss_mel: 17.430788040161133 (18.41094530953302) | > loss_duration: 2.283172130584717 (2.1051213325541682) | > loss_1: 33.079742431640625 (32.36599303469245) | > grad_norm_1: tensor(366.1721, device='cuda:0') (tensor(276.7969, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.5892 (0.4000800906875987) | > loader_time: 0.0093 (0.004931756007818531)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.505404472351074 (2.505404472351074) | > loss_disc_real_0: 0.059648726135492325 (0.059648726135492325) | > loss_disc_real_1: 0.1403464823961258 (0.1403464823961258) | > loss_disc_real_2: 0.28838106989860535 (0.28838106989860535) | > loss_disc_real_3: 0.2754017114639282 (0.2754017114639282) | > loss_disc_real_4: 0.2488677054643631 (0.2488677054643631) | > loss_disc_real_5: 0.27296721935272217 (0.27296721935272217) | > loss_0: 2.505404472351074 (2.505404472351074) | > loss_gen: 2.4938509464263916 (2.4938509464263916) | > loss_kl: 2.0559773445129395 (2.0559773445129395) | > loss_feat: 7.718201637268066 (7.718201637268066) | > loss_mel: 20.474822998046875 (20.474822998046875) | > loss_duration: 2.960071563720703 (2.960071563720703) | > loss_1: 35.70292663574219 (35.70292663574219)  --> STEP: 1 | > loss_disc: 2.3196604251861572 (2.3196604251861572) | > loss_disc_real_0: 0.13754837214946747 (0.13754837214946747) | > loss_disc_real_1: 0.20010922849178314 (0.20010922849178314) | > loss_disc_real_2: 0.26448407769203186 (0.26448407769203186) | > loss_disc_real_3: 0.24755285680294037 (0.24755285680294037) | > loss_disc_real_4: 0.25269365310668945 (0.25269365310668945) | > loss_disc_real_5: 0.28460246324539185 (0.28460246324539185) | > loss_0: 2.3196604251861572 (2.3196604251861572) | > loss_gen: 2.71993088722229 (2.71993088722229) | > loss_kl: 2.217177152633667 (2.217177152633667) | > loss_feat: 4.73681116104126 (4.73681116104126) | > loss_mel: 17.93205451965332 (17.93205451965332) | > loss_duration: 2.37103271484375 (2.37103271484375) | > loss_1: 29.977006912231445 (29.977006912231445)  --> STEP: 2 | > loss_disc: 2.373971700668335 (2.346816062927246) | > loss_disc_real_0: 0.12556199729442596 (0.13155518472194672) | > loss_disc_real_1: 0.17208249866962433 (0.18609586358070374) | > loss_disc_real_2: 0.2813497483730316 (0.27291691303253174) | > loss_disc_real_3: 0.25369447469711304 (0.2506236657500267) | > loss_disc_real_4: 0.30249837040901184 (0.27759601175785065) | > loss_disc_real_5: 0.28119346499443054 (0.2828979641199112) | > loss_0: 2.373971700668335 (2.346816062927246) | > loss_gen: 2.5689430236816406 (2.6444369554519653) | > loss_kl: 1.7981441020965576 (2.0076606273651123) | > loss_feat: 5.649044036865234 (5.192927598953247) | > loss_mel: 19.244945526123047 (18.588500022888184) | > loss_duration: 2.347968101501465 (2.3595004081726074) | > loss_1: 31.609046936035156 (30.7930269241333)  --> STEP: 3 | > loss_disc: 2.1858859062194824 (2.2931726773579917) | > loss_disc_real_0: 0.14319252967834473 (0.13543429970741272) | > loss_disc_real_1: 0.1291605532169342 (0.16711742679278055) | > loss_disc_real_2: 0.24819700419902802 (0.26467694342136383) | > loss_disc_real_3: 0.2899465262889862 (0.26373128592967987) | > loss_disc_real_4: 0.2762714922428131 (0.27715450525283813) | > loss_disc_real_5: 0.26057159900665283 (0.27545584241549176) | > loss_0: 2.1858859062194824 (2.2931726773579917) | > loss_gen: 2.904160737991333 (2.7310115496317544) | > loss_kl: 2.5272488594055176 (2.180856704711914) | > loss_feat: 7.586101531982422 (5.990652243296306) | > loss_mel: 18.111522674560547 (18.429507573445637) | > loss_duration: 2.254643201828003 (2.3245480060577393) | > loss_1: 33.3836784362793 (31.656577428181965)  --> STEP: 4 | > loss_disc: 2.338207244873047 (2.3044313192367554) | > loss_disc_real_0: 0.15263408422470093 (0.13973424583673477) | > loss_disc_real_1: 0.12279766798019409 (0.15603748708963394) | > loss_disc_real_2: 0.2053007334470749 (0.2498328909277916) | > loss_disc_real_3: 0.23836281895637512 (0.2573891691863537) | > loss_disc_real_4: 0.2143755704164505 (0.2614597715437412) | > loss_disc_real_5: 0.2081187516450882 (0.25862156972289085) | > loss_0: 2.338207244873047 (2.3044313192367554) | > loss_gen: 2.4700422286987305 (2.6657692193984985) | > loss_kl: 2.9664716720581055 (2.377260446548462) | > loss_feat: 8.364667892456055 (6.584156155586243) | > loss_mel: 18.913436889648438 (18.550489902496338) | > loss_duration: 2.258942127227783 (2.3081465363502502) | > loss_1: 34.97356033325195 (32.48582315444946)  --> STEP: 5 | > loss_disc: 2.525279998779297 (2.348601055145264) | > loss_disc_real_0: 0.20329321920871735 (0.15244604051113128) | > loss_disc_real_1: 0.1445961743593216 (0.15374922454357148) | > loss_disc_real_2: 0.29723548889160156 (0.25931341052055357) | > loss_disc_real_3: 0.2620774507522583 (0.2583268254995346) | > loss_disc_real_4: 0.2865954339504242 (0.2664869040250778) | > loss_disc_real_5: 0.24197165668010712 (0.2552915871143341) | > loss_0: 2.525279998779297 (2.348601055145264) | > loss_gen: 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(19.054930369059246) | > loss_duration: 2.094726085662842 (2.289748708407084) | > loss_1: 34.770484924316406 (32.8893829981486)  --> STEP: 7 | > loss_disc: 2.3968756198883057 (2.3792857442583357) | > loss_disc_real_0: 0.11179615557193756 (0.1384114016379629) | > loss_disc_real_1: 0.20995409786701202 (0.16617412652288163) | > loss_disc_real_2: 0.28892984986305237 (0.26420735461371286) | > loss_disc_real_3: 0.2903633117675781 (0.27240970943655285) | > loss_disc_real_4: 0.24483488500118256 (0.26445602093424114) | > loss_disc_real_5: 0.2548343241214752 (0.25832062108176096) | > loss_0: 2.3968756198883057 (2.3792857442583357) | > loss_gen: 2.6321306228637695 (2.615253107888358) | > loss_kl: 3.237077474594116 (2.5844881193978444) | > loss_feat: 6.666676044464111 (6.486558982304165) | > loss_mel: 18.791372299194336 (19.0172792162214) | > loss_duration: 2.4940943717956543 (2.3189409460340227) | > loss_1: 33.82135009765625 (33.02252115522112)  --> STEP: 8 | > loss_disc: 2.108945369720459 (2.345493197441101) | > loss_disc_real_0: 0.08420722186565399 (0.13163587916642427) | > loss_disc_real_1: 0.09187721461057663 (0.15688701253384352) | > loss_disc_real_2: 0.2976452708244324 (0.2683870941400528) | > loss_disc_real_3: 0.22935417294502258 (0.2670277673751116) | > loss_disc_real_4: 0.2498757541179657 (0.2626334875822067) | > loss_disc_real_5: 0.20345981419086456 (0.2514630202203989) | > loss_0: 2.108945369720459 (2.345493197441101) | > loss_gen: 2.6158018112182617 (2.615321695804596) | > loss_kl: 3.024895668029785 (2.639539062976837) | > loss_feat: 8.409127235412598 (6.7268800139427185) | > loss_mel: 19.495100021362305 (19.077006816864014) | > loss_duration: 2.1640896797180176 (2.299584537744522) | > loss_1: 35.709014892578125 (33.35833287239075)  --> STEP: 9 | > loss_disc: 2.625098705291748 (2.376560476091173) | > loss_disc_real_0: 0.22377164661884308 (0.14187318666113746) | > loss_disc_real_1: 0.1311224102973938 (0.15402427895201576) | > loss_disc_real_2: 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(2.55706466328014) | > loss_feat: 8.237591743469238 (6.860271670601585) | > loss_mel: 18.431474685668945 (18.638109814036977) | > loss_duration: 2.415459394454956 (2.2944483323530718) | > loss_1: 34.40951919555664 (33.019469868053086)  --> STEP: 12 | > loss_disc: 2.4097580909729004 (2.3964131275812783) | > loss_disc_real_0: 0.12534217536449432 (0.14832648945351443) | > loss_disc_real_1: 0.16034995019435883 (0.15251846301058927) | > loss_disc_real_2: 0.34319931268692017 (0.2956995318333308) | > loss_disc_real_3: 0.2861793041229248 (0.28165451313058537) | > loss_disc_real_4: 0.2605438232421875 (0.25929288441936177) | > loss_disc_real_5: 0.2256687581539154 (0.255379448334376) | > loss_0: 2.4097580909729004 (2.3964131275812783) | > loss_gen: 2.685786724090576 (2.670925756295522) | > loss_kl: 1.6783597469329834 (2.4838392535845437) | > loss_feat: 6.6219258308410645 (6.840409517288208) | > loss_mel: 18.17612075805664 (18.599610726038616) | > loss_duration: 2.1910150051116943 (2.2858288884162903) | > loss_1: 31.353208541870117 (32.880614757537835)  --> STEP: 13 | > loss_disc: 2.4428067207336426 (2.3999818655160756) | > loss_disc_real_0: 0.11592419445514679 (0.14583400522287077) | > loss_disc_real_1: 0.22780989110469818 (0.15831011132552072) | > loss_disc_real_2: 0.29760801792144775 (0.29584633845549363) | > loss_disc_real_3: 0.3271900713443756 (0.2851572483778) | > loss_disc_real_4: 0.23481537401676178 (0.25740999900377715) | > loss_disc_real_5: 0.2763887941837311 (0.25699555186124945) | > loss_0: 2.4428067207336426 (2.3999818655160756) | > loss_gen: 2.670959234237671 (2.670928331521841) | > loss_kl: 2.304572820663452 (2.4700495279752293) | > loss_feat: 6.792145729064941 (6.836696918194111) | > loss_mel: 17.00457000732422 (18.47691528613751) | > loss_duration: 2.1491904258728027 (2.2753182374514065) | > loss_1: 30.921438217163086 (32.7299088698167)  --> STEP: 14 | > loss_disc: 2.675868034362793 (2.4196880204336986) | > loss_disc_real_0: 0.1608712077140808 (0.14690809111510003) | > loss_disc_real_1: 0.11851491034030914 (0.15546759696943419) | > loss_disc_real_2: 0.2969042658805847 (0.295921904700143) | > loss_disc_real_3: 0.3209974765777588 (0.28771726467779707) | > loss_disc_real_4: 0.28714409470558167 (0.25953386298247744) | > loss_disc_real_5: 0.29862093925476074 (0.2599687938179288) | > loss_0: 2.675868034362793 (2.4196880204336986) | > loss_gen: 2.256701707839966 (2.6413407155445645) | > loss_kl: 2.9640791416168213 (2.505337357521057) | > loss_feat: 5.7493720054626465 (6.759030852999006) | > loss_mel: 20.42656707763672 (18.61617612838745) | > loss_duration: 2.364345073699951 (2.2816772971834456) | > loss_1: 33.76106643676758 (32.80356298174176)  --> STEP: 15 | > loss_disc: 2.475261926651001 (2.4233929475148517) | > loss_disc_real_0: 0.26378896832466125 (0.15470014959573747) | > loss_disc_real_1: 0.1523158997297287 (0.1552574838201205) | > loss_disc_real_2: 0.22025378048419952 (0.29087736308574674) | > loss_disc_real_3: 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(6.903509813196519) | > loss_mel: 16.958845138549805 (18.516502548666562) | > loss_duration: 2.401402711868286 (2.2960587669821346) | > loss_1: 30.35258674621582 (32.90415472142836)  --> STEP: 18 | > loss_disc: 2.526865005493164 (2.4608143303129406) | > loss_disc_real_0: 0.11559891700744629 (0.1577645337416066) | > loss_disc_real_1: 0.1403629630804062 (0.15590995591547754) | > loss_disc_real_2: 0.3097149133682251 (0.2955946781569057) | > loss_disc_real_3: 0.3528662621974945 (0.2910660554965337) | > loss_disc_real_4: 0.29238858819007874 (0.269516463081042) | > loss_disc_real_5: 0.3465006649494171 (0.2742539048194884) | > loss_0: 2.526865005493164 (2.4608143303129406) | > loss_gen: 2.754363775253296 (2.6616275442971125) | > loss_kl: 2.7861545085906982 (2.5460351175732083) | > loss_feat: 7.855559825897217 (6.95640148056878) | > loss_mel: 20.309188842773438 (18.6160962316725) | > loss_duration: 2.2443790435791016 (2.2931876712375217) | > loss_1: 35.94964599609375 (33.07334868113199)  --> STEP: 19 | > loss_disc: 2.8107831478118896 (2.479233741760254) | > loss_disc_real_0: 0.3338073194026947 (0.16702994351324282) | > loss_disc_real_1: 0.15049833059310913 (0.15562513353008972) | > loss_disc_real_2: 0.34576573967933655 (0.2982352603422968) | > loss_disc_real_3: 0.378812313079834 (0.2956842795798653) | > loss_disc_real_4: 0.3746587634086609 (0.275050268361443) | > loss_disc_real_5: 0.35911405086517334 (0.27872022829557713) | > loss_0: 2.8107831478118896 (2.479233741760254) | > loss_gen: 2.7543978691101074 (2.6665101929714807) | > loss_kl: 2.3400495052337646 (2.535193769555343) | > loss_feat: 5.632770538330078 (6.8867366941351635) | > loss_mel: 16.339109420776367 (18.4962548205727) | > loss_duration: 2.342916488647461 (2.295804977416992) | > loss_1: 29.409244537353516 (32.88050109461733)  --> STEP: 20 | > loss_disc: 2.4894256591796875 (2.4797433376312257) | > loss_disc_real_0: 0.23796528577804565 (0.17057671062648297) | > loss_disc_real_1: 0.18132011592388153 (0.15690988264977931) | > loss_disc_real_2: 0.24176321923732758 (0.29541165828704835) | > loss_disc_real_3: 0.28594446182250977 (0.2951972886919975) | > loss_disc_real_4: 0.2625393271446228 (0.27442472130060197) | > loss_disc_real_5: 0.25018566846847534 (0.27729350030422206) | > loss_0: 2.4894256591796875 (2.4797433376312257) | > loss_gen: 2.5651674270629883 (2.6614430546760564) | > loss_kl: 2.058558940887451 (2.5113620281219484) | > loss_feat: 6.355027675628662 (6.860151243209839) | > loss_mel: 19.29691505432129 (18.536287832260133) | > loss_duration: 2.2519328594207764 (2.2936113715171813) | > loss_1: 32.52760314941406 (32.86285619735717)  --> STEP: 21 | > loss_disc: 2.565368413925171 (2.4838207222166515) | > loss_disc_real_0: 0.20317037403583527 (0.17212878983645213) | > loss_disc_real_1: 0.23013409972190857 (0.16039675012940452) | > loss_disc_real_2: 0.31181302666664124 (0.2961926758289337) | > loss_disc_real_3: 0.3192893862724304 (0.2963445314339229) | > loss_disc_real_4: 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(18.594951339389965) | > loss_duration: 2.2454171180725098 (2.280041321464207) | > loss_1: 32.99428939819336 (32.91261714437733)  --> STEP: 24 | > loss_disc: 2.856367588043213 (2.4934696157773337) | > loss_disc_real_0: 0.1551317423582077 (0.17086322388301292) | > loss_disc_real_1: 0.19332291185855865 (0.16112229445328316) | > loss_disc_real_2: 0.4438191056251526 (0.3033609303335349) | > loss_disc_real_3: 0.32196083664894104 (0.2963597762087981) | > loss_disc_real_4: 0.34405067563056946 (0.27524865480760735) | > loss_disc_real_5: 0.3710969388484955 (0.28412281225124986) | > loss_0: 2.856367588043213 (2.4934696157773337) | > loss_gen: 2.7309675216674805 (2.6732666194438934) | > loss_kl: 1.9234331846237183 (2.4789261321226754) | > loss_feat: 7.34221076965332 (6.883722285429637) | > loss_mel: 17.136207580566406 (18.534170349438984) | > loss_duration: 2.391432762145996 (2.2846826314926147) | > loss_1: 31.524253845214844 (32.854768673578896)  --> STEP: 25 | > loss_disc: 2.7286505699157715 (2.502876853942871) | > loss_disc_real_0: 0.26250866055488586 (0.17452904134988784) | > loss_disc_real_1: 0.19852501153945923 (0.1626184031367302) | > loss_disc_real_2: 0.2740292549133301 (0.3021876633167267) | > loss_disc_real_3: 0.2921932339668274 (0.2961931145191193) | > loss_disc_real_4: 0.28086137771606445 (0.2754731637239456) | > loss_disc_real_5: 0.2858932614326477 (0.2841936302185058) | > loss_0: 2.7286505699157715 (2.502876853942871) | > loss_gen: 2.353560447692871 (2.6604783725738526) | > loss_kl: 2.1479156017303467 (2.4656857109069823) | > loss_feat: 6.055425643920898 (6.850590419769287) | > loss_mel: 18.064308166503906 (18.515375862121584) | > loss_duration: 2.3206698894500732 (2.286122121810913) | > loss_1: 30.94188117980957 (32.778253173828126)  --> STEP: 26 | > loss_disc: 2.5101704597473145 (2.503157377243042) | > loss_disc_real_0: 0.06923861056566238 (0.1704794093966484) | > loss_disc_real_1: 0.17937394976615906 (0.16326284723786208) | > loss_disc_real_2: 0.2615331709384918 (0.30062402899448687) | > loss_disc_real_3: 0.2077435702085495 (0.29279120896871275) | > loss_disc_real_4: 0.18936020135879517 (0.27216112670990134) | > loss_disc_real_5: 0.19546212255954742 (0.28078087992393047) | > loss_0: 2.5101704597473145 (2.503157377243042) | > loss_gen: 2.198345184326172 (2.642704019179711) | > loss_kl: 2.24027419090271 (2.457016037060664) | > loss_feat: 12.744721412658691 (7.077287765649649) | > loss_mel: 16.871654510498047 (18.452155810136063) | > loss_duration: 2.2723159790039062 (2.285591116318336) | > loss_1: 36.32731246948242 (32.914755454430214) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025277963051429163 (+0.00012329908517690752) | > avg_loss_disc: 2.503157377243042 (+0.07151827445396997) | > avg_loss_disc_real_0: 0.1704794093966484 (+0.0471377415725818) | > avg_loss_disc_real_1: 0.16326284723786208 (-0.049760705576493175) | > avg_loss_disc_real_2: 0.30062402899448687 (+0.09532926116998378) | > avg_loss_disc_real_3: 0.29279120896871275 (+0.06958766826070273) | > avg_loss_disc_real_4: 0.27216112670990134 (+0.06343779340386388) | > avg_loss_disc_real_5: 0.28078087992393047 (+0.06017330890664682) | > avg_loss_0: 2.503157377243042 (+0.07151827445396997) | > avg_loss_gen: 2.642704019179711 (+0.28335607968843934) | > avg_loss_kl: 2.457016037060664 (-0.0703424307016225) | > avg_loss_feat: 7.077287765649649 (-0.22848690473116395) | > avg_loss_mel: 18.452155810136063 (-0.6678958672743605) | > avg_loss_duration: 2.285591116318336 (-0.01158060477330114) | > avg_loss_1: 32.914755454430214 (-0.6949487832876429)  > EPOCH: 291/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:45:22)   --> TIME: 2024-06-11 03:45:30 -- STEP: 19/330 -- GLOBAL_STEP: 184050 | > loss_disc: 2.3059000968933105 (2.345773182417217) | > loss_disc_real_0: 0.12355848401784897 (0.10390550917700718) | > loss_disc_real_1: 0.21618634462356567 (0.2124704475465574) | > loss_disc_real_2: 0.2087983638048172 (0.2103629308311563) | > loss_disc_real_3: 0.23085537552833557 (0.22590241228279315) | > loss_disc_real_4: 0.2299758940935135 (0.2226587141814985) | > loss_disc_real_5: 0.22155418992042542 (0.22309108627469917) | > loss_0: 2.3059000968933105 (2.345773182417217) | > grad_norm_0: tensor(8.6546, device='cuda:0') (tensor(10.0875, device='cuda:0')) | > loss_gen: 2.5592093467712402 (2.5267941826268245) | > loss_kl: 1.8701707124710083 (1.7687469720840454) | > loss_feat: 7.768919944763184 (7.123003809075606) | > loss_mel: 17.93099021911621 (18.79975017748381) | > loss_duration: 2.0563769340515137 (2.1398230979317114) | > loss_1: 32.185665130615234 (32.358117555317136) | > grad_norm_1: tensor(94.3251, device='cuda:0') (tensor(140.2274, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3704 (0.36694303311799703) | > loader_time: 0.0032 (0.003248603720414011)  --> TIME: 2024-06-11 03:45:40 -- STEP: 44/330 -- GLOBAL_STEP: 184075 | > loss_disc: 2.22229266166687 (2.316926571455869) | > loss_disc_real_0: 0.08381716907024384 (0.10591772046278823) | > loss_disc_real_1: 0.17694565653800964 (0.20597838576544414) | > loss_disc_real_2: 0.19439026713371277 (0.21239604225212877) | > loss_disc_real_3: 0.22457574307918549 (0.2254223921759562) | > loss_disc_real_4: 0.2046249806880951 (0.22153138674118303) | > loss_disc_real_5: 0.20401574671268463 (0.21612409739331764) | > loss_0: 2.22229266166687 (2.316926571455869) | > grad_norm_0: tensor(6.8526, device='cuda:0') (tensor(11.0086, device='cuda:0')) | > loss_gen: 2.6217169761657715 (2.555397862737829) | > loss_kl: 1.7630504369735718 (1.7806554626334796) | > loss_feat: 7.6440582275390625 (7.30960755998438) | > loss_mel: 19.042068481445312 (18.783768350427803) | > loss_duration: 1.9546310901641846 (2.076898195526816) | > loss_1: 33.0255241394043 (32.50632697885687) | > grad_norm_1: tensor(249.2389, device='cuda:0') (tensor(156.2318, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3653 (0.3740510940551758) | > loader_time: 0.0039 (0.003538733178919012)  --> TIME: 2024-06-11 03:45:49 -- STEP: 69/330 -- GLOBAL_STEP: 184100 | > loss_disc: 2.3216233253479004 (2.317933099857276) | > loss_disc_real_0: 0.09840033948421478 (0.10795433657324832) | > loss_disc_real_1: 0.20604167878627777 (0.2025740382032118) | > loss_disc_real_2: 0.23670104146003723 (0.21361710692661395) | > loss_disc_real_3: 0.2422288954257965 (0.22699535087398862) | > loss_disc_real_4: 0.22534699738025665 (0.22129548589388529) | > loss_disc_real_5: 0.19142155349254608 (0.2150626625271811) | > loss_0: 2.3216233253479004 (2.317933099857276) | > grad_norm_0: tensor(15.4274, device='cuda:0') (tensor(13.7963, device='cuda:0')) | > loss_gen: 2.638204336166382 (2.5540919753088467) | > loss_kl: 1.76421058177948 (1.7962997875351836) | > loss_feat: 8.173349380493164 (7.345890445985656) | > loss_mel: 18.519269943237305 (18.711109658946164) | > loss_duration: 1.9767831563949585 (2.056406100591024) | > loss_1: 33.071815490722656 (32.463797472525336) | > grad_norm_1: tensor(473.9891, device='cuda:0') (tensor(207.1130, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3638 (0.3709885141123896) | > loader_time: 0.0035 (0.003555398056472557)  --> TIME: 2024-06-11 03:45:59 -- STEP: 94/330 -- GLOBAL_STEP: 184125 | > loss_disc: 2.47537899017334 (2.313927252241907) | > loss_disc_real_0: 0.1481976956129074 (0.10906802799473418) | > loss_disc_real_1: 0.24846190214157104 (0.20248666659314582) | > loss_disc_real_2: 0.19705979526042938 (0.21327003028164518) | > loss_disc_real_3: 0.25664809346199036 (0.22634010730271645) | > loss_disc_real_4: 0.267270565032959 (0.22061360833492685) | > loss_disc_real_5: 0.21499671041965485 (0.21393786909732412) | > loss_0: 2.47537899017334 (2.313927252241907) | > grad_norm_0: tensor(37.3486, device='cuda:0') (tensor(19.0242, device='cuda:0')) | > loss_gen: 2.4816343784332275 (2.559539810140082) | > loss_kl: 1.9349682331085205 (1.8015237907145887) | > loss_feat: 6.403048992156982 (7.329415468459434) | > loss_mel: 18.006999969482422 (18.647562412505465) | > loss_duration: 2.0464882850646973 (2.049315008711308) | > loss_1: 30.873138427734375 (32.387356007352786) | > grad_norm_1: tensor(171.9761, device='cuda:0') (tensor(241.2201, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3594 (0.3693655196656572) | > loader_time: 0.0037 (0.0036147985052555165)  --> TIME: 2024-06-11 03:46:08 -- STEP: 119/330 -- GLOBAL_STEP: 184150 | > loss_disc: 2.291240692138672 (2.322341938980488) | > loss_disc_real_0: 0.05742625892162323 (0.10918449241073191) | > loss_disc_real_1: 0.2231416255235672 (0.20234831716833995) | > loss_disc_real_2: 0.22169727087020874 (0.21458060212996827) | > loss_disc_real_3: 0.22132901847362518 (0.22817836914743697) | > loss_disc_real_4: 0.22291460633277893 (0.2225425552670695) | > loss_disc_real_5: 0.20924217998981476 (0.21542529423697657) | > loss_0: 2.291240692138672 (2.322341938980488) | > grad_norm_0: tensor(28.2005, device='cuda:0') (tensor(20.8764, device='cuda:0')) | > loss_gen: 2.454953193664551 (2.561653095133164) | > loss_kl: 1.747696876525879 (1.824624802885937) | > loss_feat: 7.534136772155762 (7.3525772174867265) | > loss_mel: 18.322586059570312 (18.617045122034433) | > loss_duration: 2.0283164978027344 (2.047669641110077) | > loss_1: 32.08768844604492 (32.40356942184831) | > grad_norm_1: tensor(187.9773, device='cuda:0') (tensor(259.0701, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3694 (0.3688593632032891) | > loader_time: 0.004 (0.0036837794199711133)  --> TIME: 2024-06-11 03:46:18 -- STEP: 144/330 -- GLOBAL_STEP: 184175 | > loss_disc: 2.286545515060425 (2.320920930968391) | > loss_disc_real_0: 0.11568152904510498 (0.10985258625199396) | > loss_disc_real_1: 0.18135547637939453 (0.20143900687495866) | > loss_disc_real_2: 0.18061791360378265 (0.2136512105870578) | > loss_disc_real_3: 0.23634807765483856 (0.2277003311448627) | > loss_disc_real_4: 0.22309215366840363 (0.22160019539296627) | > loss_disc_real_5: 0.21011130511760712 (0.21619438814620176) | > loss_0: 2.286545515060425 (2.320920930968391) | > grad_norm_0: tensor(13.5484, device='cuda:0') (tensor(22.1383, device='cuda:0')) | > loss_gen: 2.6616201400756836 (2.563182809286647) | > loss_kl: 1.8784772157669067 (1.8306322528256311) | > loss_feat: 7.452635765075684 (7.349855161375469) | > loss_mel: 18.091814041137695 (18.602061245176547) | > loss_duration: 2.0375771522521973 (2.0505390150679497) | > loss_1: 32.122127532958984 (32.39627011617024) | > grad_norm_1: tensor(140.0355, device='cuda:0') (tensor(272.2107, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3929 (0.3708466672235065) | > loader_time: 0.0046 (0.0037924183739556205)  --> TIME: 2024-06-11 03:46:28 -- STEP: 169/330 -- GLOBAL_STEP: 184200 | > loss_disc: 2.216398239135742 (2.3236652478663884) | > loss_disc_real_0: 0.10529930889606476 (0.11152748750335365) | > loss_disc_real_1: 0.19506533443927765 (0.2007701657932891) | > loss_disc_real_2: 0.21527451276779175 (0.2138454940544783) | > loss_disc_real_3: 0.23434889316558838 (0.2278801796175319) | > loss_disc_real_4: 0.21962390840053558 (0.2223156191540893) | > loss_disc_real_5: 0.19907580316066742 (0.21623554913955328) | > loss_0: 2.216398239135742 (2.3236652478663884) | > grad_norm_0: tensor(13.3409, device='cuda:0') (tensor(22.7198, device='cuda:0')) | > loss_gen: 2.5097787380218506 (2.5567849811012224) | > loss_kl: 1.917921543121338 (1.8410822280059904) | > loss_feat: 7.689140319824219 (7.342244887493066) | > loss_mel: 18.96116828918457 (18.59982394607817) | > loss_duration: 2.0867135524749756 (2.0538620821823037) | > loss_1: 33.16472244262695 (32.39379776723285) | > grad_norm_1: tensor(297.2005, device='cuda:0') (tensor(275.8758, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3777 (0.37356643140668705) | > loader_time: 0.0041 (0.0039089516069762105)  --> TIME: 2024-06-11 03:46:38 -- STEP: 194/330 -- GLOBAL_STEP: 184225 | > loss_disc: 2.200545310974121 (2.3214201128359915) | > loss_disc_real_0: 0.0997021347284317 (0.11172321523280486) | > loss_disc_real_1: 0.19511453807353973 (0.2009097103451945) | > loss_disc_real_2: 0.21644118428230286 (0.21396869912589947) | > loss_disc_real_3: 0.22138357162475586 (0.22743954647754885) | > loss_disc_real_4: 0.22889761626720428 (0.22195338519270888) | > loss_disc_real_5: 0.17930923402309418 (0.215223788600607) | > loss_0: 2.200545310974121 (2.3214201128359915) | > grad_norm_0: tensor(11.7543, device='cuda:0') (tensor(23.1684, device='cuda:0')) | > loss_gen: 2.6688759326934814 (2.553407961560279) | > loss_kl: 1.950240135192871 (1.8447133911024665) | > loss_feat: 7.535568714141846 (7.3501559631111695) | > loss_mel: 18.698009490966797 (18.579054134408242) | > loss_duration: 2.073915481567383 (2.0599823698555073) | > loss_1: 32.926612854003906 (32.387313587149364) | > grad_norm_1: tensor(80.6454, device='cuda:0') (tensor(281.5625, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3973 (0.37748639116582183) | > loader_time: 0.0048 (0.0040257431797145575)  --> TIME: 2024-06-11 03:46:48 -- STEP: 219/330 -- GLOBAL_STEP: 184250 | > loss_disc: 2.2365236282348633 (2.3225498678477385) | > loss_disc_real_0: 0.1562223583459854 (0.11241477734694197) | > loss_disc_real_1: 0.20145682990550995 (0.2013414896106067) | > loss_disc_real_2: 0.1735045164823532 (0.21347206708503097) | > loss_disc_real_3: 0.24565112590789795 (0.22774003942807516) | > loss_disc_real_4: 0.2009229063987732 (0.22190530496100858) | > loss_disc_real_5: 0.1871805638074875 (0.21520161778415176) | > loss_0: 2.2365236282348633 (2.3225498678477385) | > grad_norm_0: tensor(36.0082, device='cuda:0') (tensor(24.3654, device='cuda:0')) | > loss_gen: 2.5891945362091064 (2.550193479616348) | > loss_kl: 1.9896292686462402 (1.8512158170682655) | > loss_feat: 8.519392013549805 (7.3504974896504995) | > loss_mel: 18.489574432373047 (18.553682327270526) | > loss_duration: 2.118525505065918 (2.0659018009220635) | > loss_1: 33.70631790161133 (32.37149070495881) | > grad_norm_1: tensor(452.5190, device='cuda:0') (tensor(294.3574, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.3973 (0.38008959434892486) | > loader_time: 0.0049 (0.004139659611601809)  --> TIME: 2024-06-11 03:46:59 -- STEP: 244/330 -- GLOBAL_STEP: 184275 | > loss_disc: 2.406395435333252 (2.322930256851383) | > loss_disc_real_0: 0.16282007098197937 (0.11317925964344719) | > loss_disc_real_1: 0.2665185332298279 (0.20113877310860354) | > loss_disc_real_2: 0.2317209541797638 (0.21396247608984104) | > loss_disc_real_3: 0.19242128729820251 (0.22717674155948592) | > loss_disc_real_4: 0.22519980370998383 (0.2220032132673459) | > loss_disc_real_5: 0.20320415496826172 (0.21475349904083815) | > loss_0: 2.406395435333252 (2.322930256851383) | > grad_norm_0: tensor(49.7625, device='cuda:0') (tensor(25.4138, device='cuda:0')) | > loss_gen: 2.6020348072052 (2.5485983178263805) | > loss_kl: 1.8689051866531372 (1.8518506527924148) | > loss_feat: 7.746884822845459 (7.354262338309992) | > loss_mel: 18.057355880737305 (18.534603071994482) | > loss_duration: 2.080308437347412 (2.073845404093383) | > loss_1: 32.35548782348633 (32.3631595939886) | > grad_norm_1: tensor(96.4049, device='cuda:0') (tensor(298.1454, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.4217 (0.3831452883657862) | > loader_time: 0.0055 (0.004247958542870695)  --> TIME: 2024-06-11 03:47:09 -- STEP: 269/330 -- GLOBAL_STEP: 184300 | > loss_disc: 2.42600679397583 (2.322641965625011) | > loss_disc_real_0: 0.15358981490135193 (0.11406230103903099) | > loss_disc_real_1: 0.23113912343978882 (0.20125635206477793) | > loss_disc_real_2: 0.28293314576148987 (0.21429683445333106) | > loss_disc_real_3: 0.2333335280418396 (0.22699594841127502) | > loss_disc_real_4: 0.23742713034152985 (0.2219737757648234) | > loss_disc_real_5: 0.2095799446105957 (0.2146677176526931) | > loss_0: 2.42600679397583 (2.322641965625011) | > grad_norm_0: tensor(27.5233, device='cuda:0') (tensor(27.3681, device='cuda:0')) | > loss_gen: 2.53617262840271 (2.5545378431511634) | > loss_kl: 1.878689169883728 (1.8560194623514623) | > loss_feat: 6.9802141189575195 (7.377478982436171) | > loss_mel: 18.250049591064453 (18.504883755538557) | > loss_duration: 2.160188913345337 (2.0809920871124845) | > loss_1: 31.805313110351562 (32.37391192496485) | > grad_norm_1: tensor(148.5692, device='cuda:0') (tensor(306.2372, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.4392 (0.3870751396874069) | > loader_time: 0.006 (0.004377771044309256)  --> TIME: 2024-06-11 03:47:21 -- STEP: 294/330 -- GLOBAL_STEP: 184325 | > loss_disc: 2.4260425567626953 (2.3256830033801847) | > loss_disc_real_0: 0.16858935356140137 (0.11481874512166393) | > loss_disc_real_1: 0.2241165190935135 (0.20183049122087) | > loss_disc_real_2: 0.2583836615085602 (0.21426439173773026) | > loss_disc_real_3: 0.23041953146457672 (0.22715763261123578) | > loss_disc_real_4: 0.23494493961334229 (0.22217471350212487) | > loss_disc_real_5: 0.24829772114753723 (0.21537971592882058) | > loss_0: 2.4260425567626953 (2.3256830033801847) | > grad_norm_0: tensor(60.1797, device='cuda:0') (tensor(28.8707, device='cuda:0')) | > loss_gen: 2.415459632873535 (2.554930721821428) | > loss_kl: 1.868333339691162 (1.8585923249218739) | > loss_feat: 7.019998550415039 (7.397595530464535) | > loss_mel: 18.604530334472656 (18.465114943835214) | > loss_duration: 2.2295212745666504 (2.090232079531871) | > loss_1: 32.13784408569336 (32.36646541284053) | > grad_norm_1: tensor(390.3972, device='cuda:0') (tensor(316.3818, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.4616 (0.39269643332682497) | > loader_time: 0.0062 (0.004541795269972615)  --> TIME: 2024-06-11 03:47:34 -- STEP: 319/330 -- GLOBAL_STEP: 184350 | > loss_disc: 2.2853689193725586 (2.326281985519074) | > loss_disc_real_0: 0.11263914406299591 (0.1151679147700531) | > loss_disc_real_1: 0.20106641948223114 (0.20189423261204487) | > loss_disc_real_2: 0.22309286892414093 (0.21448085169807118) | > loss_disc_real_3: 0.22768181562423706 (0.22694810799857293) | > loss_disc_real_4: 0.1981298178434372 (0.22192326921467498) | > loss_disc_real_5: 0.21519500017166138 (0.21522759947470368) | > loss_0: 2.2853689193725586 (2.326281985519074) | > grad_norm_0: tensor(13.7368, device='cuda:0') (tensor(29.0551, device='cuda:0')) | > loss_gen: 2.3876898288726807 (2.5526377743688116) | > loss_kl: 1.9884543418884277 (1.8630749372105613) | > loss_feat: 8.895105361938477 (7.426760625689755) | > loss_mel: 17.82286262512207 (18.42942825006467) | > loss_duration: 2.2760629653930664 (2.103249070038989) | > loss_1: 33.370174407958984 (32.3751504772509) | > grad_norm_1: tensor(103.5217, device='cuda:0') (tensor(320.5747, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.599 (0.4019815734935032) | > loader_time: 0.0092 (0.00481370026041348)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6005232334136963 (2.6005232334136963) | > loss_disc_real_0: 0.09307701885700226 (0.09307701885700226) | > loss_disc_real_1: 0.34605950117111206 (0.34605950117111206) | > loss_disc_real_2: 0.29184573888778687 (0.29184573888778687) | > loss_disc_real_3: 0.2550186514854431 (0.2550186514854431) | > loss_disc_real_4: 0.2557920515537262 (0.2557920515537262) | > loss_disc_real_5: 0.24997925758361816 (0.24997925758361816) | > loss_0: 2.6005232334136963 (2.6005232334136963) | > loss_gen: 2.374635934829712 (2.374635934829712) | > loss_kl: 1.9316692352294922 (1.9316692352294922) | > loss_feat: 4.31904411315918 (4.31904411315918) | > loss_mel: 15.827070236206055 (15.827070236206055) | > loss_duration: 2.8715660572052 (2.8715660572052) | > loss_1: 27.323986053466797 (27.323986053466797)  --> STEP: 1 | > loss_disc: 1.9636168479919434 (1.9636168479919434) | > loss_disc_real_0: 0.06962069869041443 (0.06962069869041443) | > loss_disc_real_1: 0.1645127832889557 (0.1645127832889557) | > loss_disc_real_2: 0.17304666340351105 (0.17304666340351105) | > loss_disc_real_3: 0.17399144172668457 (0.17399144172668457) | > loss_disc_real_4: 0.17078271508216858 (0.17078271508216858) | > loss_disc_real_5: 0.2590138018131256 (0.2590138018131256) | > loss_0: 1.9636168479919434 (1.9636168479919434) | > loss_gen: 2.706778049468994 (2.706778049468994) | > loss_kl: 1.690340280532837 (1.690340280532837) | > loss_feat: 5.767148494720459 (5.767148494720459) | > loss_mel: 18.697467803955078 (18.697467803955078) | > loss_duration: 2.3461132049560547 (2.3461132049560547) | > loss_1: 31.207847595214844 (31.207847595214844)  --> STEP: 2 | > loss_disc: 2.3197743892669678 (2.1416956186294556) | > loss_disc_real_0: 0.0693497359752655 (0.06948521733283997) | > loss_disc_real_1: 0.2389788031578064 (0.20174579322338104) | > loss_disc_real_2: 0.2664627730846405 (0.21975471824407578) | > loss_disc_real_3: 0.25992363691329956 (0.21695753931999207) | > loss_disc_real_4: 0.3263692259788513 (0.24857597053050995) | > loss_disc_real_5: 0.30785059928894043 (0.283432200551033) | > loss_0: 2.3197743892669678 (2.1416956186294556) | > loss_gen: 2.8214681148529053 (2.7641230821609497) | > loss_kl: 2.4733197689056396 (2.0818300247192383) | > loss_feat: 6.135092258453369 (5.951120376586914) | > loss_mel: 22.07970428466797 (20.388586044311523) | > loss_duration: 2.4150025844573975 (2.380557894706726) | > loss_1: 35.924583435058594 (33.56621551513672)  --> STEP: 3 | > loss_disc: 2.4794604778289795 (2.254283905029297) | > loss_disc_real_0: 0.07747121155261993 (0.07214721540609996) | > loss_disc_real_1: 0.24643364548683167 (0.2166417439778646) | > loss_disc_real_2: 0.19910073280334473 (0.21287005643049875) | > loss_disc_real_3: 0.22856344282627106 (0.22082617382208505) | > loss_disc_real_4: 0.33487775921821594 (0.27734323342641193) | > loss_disc_real_5: 0.39947521686553955 (0.32211320598920185) | > loss_0: 2.4794604778289795 (2.254283905029297) | > loss_gen: 2.4786620140075684 (2.6689693927764893) | > loss_kl: 2.419947385787964 (2.194535811742147) | > loss_feat: 6.235414028167725 (6.045884927113851) | > loss_mel: 18.332332611083984 (19.703168233235676) | > loss_duration: 2.2643771171569824 (2.3418309688568115) | > loss_1: 31.73073387145996 (32.9543883005778)  --> STEP: 4 | > loss_disc: 2.1743626594543457 (2.234303593635559) | > loss_disc_real_0: 0.06993044912815094 (0.0715930238366127) | > loss_disc_real_1: 0.2781488299369812 (0.23201851546764374) | > loss_disc_real_2: 0.21110519766807556 (0.21242884173989296) | > loss_disc_real_3: 0.24865123629570007 (0.22778243944048882) | > loss_disc_real_4: 0.23280155658721924 (0.26620781421661377) | > loss_disc_real_5: 0.1873597502708435 (0.2884248420596123) | > loss_0: 2.1743626594543457 (2.234303593635559) | > loss_gen: 2.6683058738708496 (2.6688035130500793) | > loss_kl: 2.6660008430480957 (2.312402069568634) | > loss_feat: 8.524654388427734 (6.665577292442322) | > loss_mel: 19.83435821533203 (19.735965728759766) | > loss_duration: 2.3132095336914062 (2.33467561006546) | > loss_1: 36.006526947021484 (33.71742296218872)  --> STEP: 5 | > loss_disc: 1.8904120922088623 (2.16552529335022) | > loss_disc_real_0: 0.11718513071537018 (0.0807114452123642) | > loss_disc_real_1: 0.2671274244785309 (0.23904029726982118) | > loss_disc_real_2: 0.1965537965297699 (0.20925383269786835) | > loss_disc_real_3: 0.17797857522964478 (0.21782166659832) | > loss_disc_real_4: 0.17040200531482697 (0.2470466524362564) | > loss_disc_real_5: 0.19457833468914032 (0.2696555405855179) | > loss_0: 1.8904120922088623 (2.16552529335022) | > loss_gen: 2.978609800338745 (2.7307647705078124) | > loss_kl: 2.2993664741516113 (2.3097949504852293) | > loss_feat: 7.836402893066406 (6.8997424125671385) | > loss_mel: 19.49666976928711 (19.688106536865234) | > loss_duration: 2.364942789077759 (2.3407290458679197) | > loss_1: 34.97599411010742 (33.96913719177246)  --> STEP: 6 | > loss_disc: 2.545675039291382 (2.2288835843404136) | > loss_disc_real_0: 0.10217881202697754 (0.08428933968146642) | > loss_disc_real_1: 0.28944337368011475 (0.2474408100048701) | > loss_disc_real_2: 0.2906464636325836 (0.22281927118698755) | > loss_disc_real_3: 0.24920615553855896 (0.2230524147550265) | > loss_disc_real_4: 0.32449737191200256 (0.2599551056822141) | > loss_disc_real_5: 0.3171009421348572 (0.27756310751040775) | > loss_0: 2.545675039291382 (2.2288835843404136) | > loss_gen: 2.653531074523926 (2.7178924878438315) | > loss_kl: 2.3095619678497314 (2.30975612004598) | > loss_feat: 4.623723030090332 (6.520405848821004) | > loss_mel: 19.271358489990234 (19.618648529052734) | > loss_duration: 2.143141031265259 (2.3077977101008096) | > loss_1: 31.001314163208008 (33.474500020345054)  --> STEP: 7 | > loss_disc: 1.8793799877166748 (2.1789544991084506) | > loss_disc_real_0: 0.03632352128624916 (0.0774370799107211) | > loss_disc_real_1: 0.19995449483394623 (0.2406570506947381) | > loss_disc_real_2: 0.20478948950767517 (0.22024358808994293) | > loss_disc_real_3: 0.22028133273124695 (0.22265654589448655) | > loss_disc_real_4: 0.22555139660835266 (0.2550402901002339) | > loss_disc_real_5: 0.19339796900749207 (0.26553951629570555) | > loss_0: 1.8793799877166748 (2.1789544991084506) | > loss_gen: 3.1424367427825928 (2.7785416671207974) | > loss_kl: 3.5034120082855225 (2.480278389794486) | > loss_feat: 8.469435691833496 (6.798838683537075) | > loss_mel: 20.072317123413086 (19.68345832824707) | > loss_duration: 2.4037563800811768 (2.3215060915265764) | > loss_1: 37.59135818481445 (34.062622615269255)  --> STEP: 8 | > loss_disc: 2.5081708431243896 (2.220106542110443) | > loss_disc_real_0: 0.12739473581314087 (0.08368178689852357) | > loss_disc_real_1: 0.25977903604507446 (0.24304729886353016) | > loss_disc_real_2: 0.19957146048545837 (0.21765957213938236) | > loss_disc_real_3: 0.2787739336490631 (0.22967121936380863) | > loss_disc_real_4: 0.2609696388244629 (0.2557814586907625) | > loss_disc_real_5: 0.29612064361572266 (0.26936215721070766) | > loss_0: 2.5081708431243896 (2.220106542110443) | > loss_gen: 2.382887363433838 (2.7290848791599274) | > loss_kl: 2.9514212608337402 (2.5391712486743927) | > loss_feat: 5.48567533493042 (6.634693264961243) | > loss_mel: 14.427567481994629 (19.026471972465515) | > loss_duration: 2.166684150695801 (2.3021533489227295) | > loss_1: 27.414234161376953 (33.231574058532715)  --> STEP: 9 | > loss_disc: 1.9931585788726807 (2.194890101750692) | > loss_disc_real_0: 0.18894560635089874 (0.09537776683767636) | > loss_disc_real_1: 0.19355455040931702 (0.2375481045908398) | > loss_disc_real_2: 0.21561335027217865 (0.2174322141541375) | > loss_disc_real_3: 0.20448525249958038 (0.2268727786011166) | > loss_disc_real_4: 0.1816415637731552 (0.24754369258880615) | > loss_disc_real_5: 0.18667472898960114 (0.2601746651861403) | > loss_0: 1.9931585788726807 (2.194890101750692) | > loss_gen: 3.233874797821045 (2.7851726479000516) | > loss_kl: 2.0554449558258057 (2.4854238828023276) | > loss_feat: 14.427988052368164 (7.500614908006456) | > loss_mel: 20.25426483154297 (19.1628934012519) | > loss_duration: 2.091763973236084 (2.2787767516242132) | > loss_1: 42.06333541870117 (34.21288087632921)  --> STEP: 10 | > loss_disc: 2.5556728839874268 (2.230968379974365) | > loss_disc_real_0: 0.14582869410514832 (0.10042285956442357) | > loss_disc_real_1: 0.29563719034194946 (0.24335701316595076) | > loss_disc_real_2: 0.20702415704727173 (0.21639140844345092) | > loss_disc_real_3: 0.23861484229564667 (0.2280469849705696) | > loss_disc_real_4: 0.271522581577301 (0.24994158148765563) | > loss_disc_real_5: 0.34816914796829224 (0.26897411346435546) | > loss_0: 2.5556728839874268 (2.230968379974365) | > loss_gen: 2.420222520828247 (2.748677635192871) | > loss_kl: 2.1342453956604004 (2.450306034088135) | > loss_feat: 4.9907097816467285 (7.249624395370484) | > loss_mel: 14.009401321411133 (18.647544193267823) | > loss_duration: 2.2877278327941895 (2.279671859741211) | > loss_1: 25.842308044433594 (33.37582359313965)  --> STEP: 11 | > loss_disc: 2.4698359966278076 (2.2526836178519507) | > loss_disc_real_0: 0.0877968817949295 (0.09927504340356047) | > loss_disc_real_1: 0.3121216595172882 (0.249608344652436) | > loss_disc_real_2: 0.1881299912929535 (0.2138221887024966) | > loss_disc_real_3: 0.24369573593139648 (0.22946959869428116) | > loss_disc_real_4: 0.25992685556411743 (0.25084933367642487) | > loss_disc_real_5: 0.2389421910047531 (0.2662439386953007) | > loss_0: 2.4698359966278076 (2.2526836178519507) | > loss_gen: 2.428757667541504 (2.7195940017700195) | > loss_kl: 2.9359405040740967 (2.4944546222686768) | > loss_feat: 6.794620990753174 (7.208260449496183) | > loss_mel: 18.691116333007812 (18.651505296880547) | > loss_duration: 2.428698778152466 (2.2932197614149614) | > loss_1: 33.27913284301758 (33.367033524946734)  --> STEP: 12 | > loss_disc: 2.291496753692627 (2.2559180458386736) | > loss_disc_real_0: 0.1912340223789215 (0.10693829165150721) | > loss_disc_real_1: 0.2562761902809143 (0.2501639984548092) | > loss_disc_real_2: 0.22771838307380676 (0.2149802049001058) | > loss_disc_real_3: 0.21333888173103333 (0.22812537228067717) | > loss_disc_real_4: 0.22397659718990326 (0.2486099389692147) | > loss_disc_real_5: 0.2851916551589966 (0.26782291506727535) | > loss_0: 2.291496753692627 (2.2559180458386736) | > loss_gen: 2.789163589477539 (2.725391467412313) | > loss_kl: 2.5092403888702393 (2.4956867694854736) | > loss_feat: 6.651643753051758 (7.1618757247924805) | > loss_mel: 18.81902503967285 (18.66546527544657) | > loss_duration: 2.1895816326141357 (2.284583250681559) | > loss_1: 32.95865249633789 (33.33300177256266)  --> STEP: 13 | > loss_disc: 2.408496618270874 (2.267654859102689) | > loss_disc_real_0: 0.13377511501312256 (0.10900266267932378) | > loss_disc_real_1: 0.372408926486969 (0.259567454457283) | > loss_disc_real_2: 0.20420871675014496 (0.21415162888857034) | > loss_disc_real_3: 0.2652667462825775 (0.2309824010500541) | > loss_disc_real_4: 0.2925269901752472 (0.2519881736773711) | > loss_disc_real_5: 0.26422762870788574 (0.26754635457809156) | > loss_0: 2.408496618270874 (2.267654859102689) | > loss_gen: 3.0009982585906982 (2.7465919898106503) | > loss_kl: 2.343944549560547 (2.48401429102971) | > loss_feat: 6.752291679382324 (7.13036925976093) | > loss_mel: 17.936019897460938 (18.6093540925246) | > loss_duration: 2.1814422607421875 (2.2766493283785305) | > loss_1: 32.214698791503906 (33.24697846632738)  --> STEP: 14 | > loss_disc: 2.311736822128296 (2.270803570747375) | > loss_disc_real_0: 0.15791761875152588 (0.1124965881130525) | > loss_disc_real_1: 0.24589253962039948 (0.25859067482607706) | > loss_disc_real_2: 0.17917566001415253 (0.2116533453975405) | > loss_disc_real_3: 0.18905510008335114 (0.22798759383814676) | > loss_disc_real_4: 0.23688682913780212 (0.25090950621025904) | > loss_disc_real_5: 0.18083679676055908 (0.2613528147339821) | > loss_0: 2.311736822128296 (2.270803570747375) | > loss_gen: 2.372011184692383 (2.7198362180164883) | > loss_kl: 3.2289092540740967 (2.537221074104309) | > loss_feat: 7.64171028137207 (7.16689361844744) | > loss_mel: 19.696125030517578 (18.68698058809553) | > loss_duration: 2.3028435707092285 (2.278520345687866) | > loss_1: 35.24160385131836 (33.389451708112446)  --> STEP: 15 | > loss_disc: 2.3520352840423584 (2.276219018300374) | > loss_disc_real_0: 0.11148922145366669 (0.11242943033576011) | > loss_disc_real_1: 0.3202141523361206 (0.26269890666007994) | > loss_disc_real_2: 0.25060978531837463 (0.21425044139226276) | > loss_disc_real_3: 0.2808724343776703 (0.23151324987411498) | > loss_disc_real_4: 0.2507244348526001 (0.25089716811974844) | > loss_disc_real_5: 0.2805401086807251 (0.26263196766376495) | > loss_0: 2.3520352840423584 (2.276219018300374) | > loss_gen: 3.043311595916748 (2.7414012432098387) | > loss_kl: 2.997948408126831 (2.5679362297058104) | > loss_feat: 6.612098693847656 (7.129907290140788) | > loss_mel: 17.734176635742188 (18.623460324605308) | > loss_duration: 2.3231089115142822 (2.2814929167429607) | > loss_1: 32.71064376831055 (33.344197845458986)  --> STEP: 16 | > loss_disc: 2.5713422298431396 (2.2946642190217967) | > loss_disc_real_0: 0.08338353037834167 (0.11061406158842146) | > loss_disc_real_1: 0.28409543633461 (0.2640361897647381) | > loss_disc_real_2: 0.18347138166427612 (0.2123267501592636) | > loss_disc_real_3: 0.22769062221050262 (0.23127433564513922) | > loss_disc_real_4: 0.21869955956935883 (0.24888481758534908) | > loss_disc_real_5: 0.18257483839988708 (0.2576283970847726) | > loss_0: 2.5713422298431396 (2.2946642190217967) | > loss_gen: 2.027937412261963 (2.6968097537755966) | > loss_kl: 2.708387613296509 (2.576714441180229) | > loss_feat: 6.495469570159912 (7.090254932641983) | > loss_mel: 16.680912017822266 (18.502051055431366) | > loss_duration: 2.31016206741333 (2.2832847386598587) | > loss_1: 30.222867965698242 (33.14911472797394)  --> STEP: 17 | > loss_disc: 2.320923089981079 (2.29620885848999) | > loss_disc_real_0: 0.14397238194942474 (0.112576315727304) | > loss_disc_real_1: 0.2777402698993683 (0.26484231212559867) | > loss_disc_real_2: 0.2742944359779358 (0.21597190814859726) | > loss_disc_real_3: 0.21395786106586456 (0.23025571949341717) | > loss_disc_real_4: 0.22194233536720276 (0.247299965690164) | > loss_disc_real_5: 0.2402127981185913 (0.2566039500867619) | > loss_0: 2.320923089981079 (2.29620885848999) | > loss_gen: 2.7538836002349854 (2.700167038861443) | > loss_kl: 1.8922326564788818 (2.536450806786032) | > loss_feat: 6.645016193389893 (7.06406441856833) | > loss_mel: 17.73624610900879 (18.457003705641803) | > loss_duration: 2.402845859527588 (2.290317745769725) | > loss_1: 31.43022346496582 (33.04800347720875)  --> STEP: 18 | > loss_disc: 2.343371629714966 (2.298829012446933) | > loss_disc_real_0: 0.05310198292136192 (0.1092721861269739) | > loss_disc_real_1: 0.31966933608055115 (0.26788825790087384) | > loss_disc_real_2: 0.13164135813713074 (0.2112868775924047) | > loss_disc_real_3: 0.20700475573539734 (0.2289639992846383) | > loss_disc_real_4: 0.24802927672863007 (0.2473404829700788) | > loss_disc_real_5: 0.2588634490966797 (0.25672947780953514) | > loss_0: 2.343371629714966 (2.298829012446933) | > loss_gen: 2.3808600902557373 (2.682427763938904) | > loss_kl: 2.8242905139923096 (2.5524419016308255) | > loss_feat: 7.5818023681640625 (7.0928276379903155) | > loss_mel: 15.73901081085205 (18.306004100375706) | > loss_duration: 2.2602343559265137 (2.288646446333991) | > loss_1: 30.786197662353516 (32.92234759860568)  --> STEP: 19 | > loss_disc: 2.622943162918091 (2.315887651945415) | > loss_disc_real_0: 0.1297278106212616 (0.11034879794246272) | > loss_disc_real_1: 0.34041866660118103 (0.2717056478324689) | > loss_disc_real_2: 0.22663943469524384 (0.21209490691360675) | > loss_disc_real_3: 0.2665308117866516 (0.230941199942639) | > loss_disc_real_4: 0.272026389837265 (0.2486397412262465) | > loss_disc_real_5: 0.3176708519458771 (0.2599369185535531) | > loss_0: 2.622943162918091 (2.315887651945415) | > loss_gen: 2.42559552192688 (2.6689102775172184) | > loss_kl: 1.9704047441482544 (2.5218083670264795) | > loss_feat: 4.8828959465026855 (6.976515443701493) | > loss_mel: 15.833980560302734 (18.1758975982666) | > loss_duration: 2.335181713104248 (2.2910956709008468) | > loss_1: 27.44805908203125 (32.63422715036493)  --> STEP: 20 | > loss_disc: 2.391674518585205 (2.3196769952774043) | > loss_disc_real_0: 0.10897849500179291 (0.11028028279542923) | > loss_disc_real_1: 0.22061176598072052 (0.2691509537398815) | > loss_disc_real_2: 0.29614225029945374 (0.2162972740828991) | > loss_disc_real_3: 0.20553883910179138 (0.22967108190059662) | > loss_disc_real_4: 0.25701209902763367 (0.24905835911631585) | > loss_disc_real_5: 0.2708759307861328 (0.2604838691651821) | > loss_0: 2.391674518585205 (2.3196769952774043) | > loss_gen: 2.626859188079834 (2.6668077230453493) | > loss_kl: 1.918832778930664 (2.491659587621689) | > loss_feat: 7.126204490661621 (6.983999896049499) | > loss_mel: 20.189298629760742 (18.276567649841308) | > loss_duration: 2.3263590335845947 (2.292858839035034) | > loss_1: 34.187557220458984 (32.71189365386963)  --> STEP: 21 | > loss_disc: 2.4151253700256348 (2.324222155979701) | > loss_disc_real_0: 0.09641075134277344 (0.10961982891673133) | > loss_disc_real_1: 0.2375238686800003 (0.26764490207036334) | > loss_disc_real_2: 0.20023328065872192 (0.21553232201508113) | > loss_disc_real_3: 0.2596698999404907 (0.2310995970453535) | > loss_disc_real_4: 0.2558615207672119 (0.24938231919492995) | > loss_disc_real_5: 0.3365437090396881 (0.26410576630206334) | > loss_0: 2.4151253700256348 (2.324222155979701) | > loss_gen: 2.4080421924591064 (2.6544855549221946) | > loss_kl: 2.743905782699585 (2.5036713111968267) | > loss_feat: 5.689984321594238 (6.922380106789725) | > loss_mel: 16.726484298706055 (18.202754156930105) | > loss_duration: 2.1757383346557617 (2.2872816721598306) | > loss_1: 29.744155883789062 (32.57057280767532)  --> STEP: 22 | > loss_disc: 2.3592214584350586 (2.325813033364035) | > loss_disc_real_0: 0.17571663856506348 (0.11262422935529189) | > loss_disc_real_1: 0.2947615087032318 (0.2688774750991301) | > loss_disc_real_2: 0.20877386629581451 (0.2152251194823872) | > loss_disc_real_3: 0.19689033925533295 (0.22954463078217072) | > loss_disc_real_4: 0.19301269948482513 (0.24682006375356155) | > loss_disc_real_5: 0.1717190146446228 (0.2599063684994524) | > loss_0: 2.3592214584350586 (2.325813033364035) | > loss_gen: 2.487471103668213 (2.6468939889561045) | > loss_kl: 1.979325294494629 (2.479837401346727) | > loss_feat: 8.886764526367188 (7.011670307679609) | > loss_mel: 17.90033531188965 (18.189007845791902) | > loss_duration: 2.169053554534912 (2.2819076668132436) | > loss_1: 33.422950744628906 (32.609317259355024)  --> STEP: 23 | > loss_disc: 2.5196313858032227 (2.3342399182526954) | > loss_disc_real_0: 0.13047517836093903 (0.11340035757292873) | > loss_disc_real_1: 0.29456761479377747 (0.26999443769454956) | > loss_disc_real_2: 0.2822808027267456 (0.21814058397127234) | > loss_disc_real_3: 0.25930285453796387 (0.23083846659763999) | > loss_disc_real_4: 0.31186074018478394 (0.2496479192505712) | > loss_disc_real_5: 0.3088323175907135 (0.2620335836773333) | > loss_0: 2.5196313858032227 (2.3342399182526954) | > loss_gen: 2.6100502014160156 (2.6452920851500137) | > loss_kl: 2.7903919219970703 (2.493339771809785) | > loss_feat: 6.471950054168701 (6.988204209700875) | > loss_mel: 19.074132919311523 (18.227491544640582) | > loss_duration: 2.2711899280548096 (2.2814416781715723) | > loss_1: 33.217716217041016 (32.63576938795007)  --> STEP: 24 | > loss_disc: 2.3636484146118164 (2.3354652722676588) | > loss_disc_real_0: 0.10281404852867126 (0.11295926136275132) | > loss_disc_real_1: 0.34848153591156006 (0.27326473345359165) | > loss_disc_real_2: 0.29807987809181213 (0.2214713878929615) | > loss_disc_real_3: 0.22604170441627502 (0.23063860150674978) | > loss_disc_real_4: 0.18633612990379333 (0.2470099280277888) | > loss_disc_real_5: 0.2081821858882904 (0.2597897754361232) | > loss_0: 2.3636484146118164 (2.3354652722676588) | > loss_gen: 2.7514026165008545 (2.6497133572896323) | > loss_kl: 2.3920557498931885 (2.489119604229927) | > loss_feat: 7.565793037414551 (7.012270410855611) | > loss_mel: 18.206539154052734 (18.22661852836609) | > loss_duration: 2.4032766819000244 (2.286518136660258) | > loss_1: 33.31906509399414 (32.66424004236857)  --> STEP: 25 | > loss_disc: 2.1880269050598145 (2.329567737579345) | > loss_disc_real_0: 0.08250701427459717 (0.11174117147922516) | > loss_disc_real_1: 0.24345840513706207 (0.27207248032093045) | > loss_disc_real_2: 0.21621409058570862 (0.2212610960006714) | > loss_disc_real_3: 0.18915563821792603 (0.22897928297519685) | > loss_disc_real_4: 0.27417266368865967 (0.24809643745422363) | > loss_disc_real_5: 0.2485862523317337 (0.25934163451194764) | > loss_0: 2.1880269050598145 (2.329567737579345) | > loss_gen: 2.5750832557678223 (2.64672815322876) | > loss_kl: 2.891611337661743 (2.5052192735672) | > loss_feat: 7.036382675170898 (7.0132349014282225) | > loss_mel: 18.291757583618164 (18.22922409057617) | > loss_duration: 2.342771053314209 (2.288768253326416) | > loss_1: 33.137603759765625 (32.68317459106445)  --> STEP: 26 | > loss_disc: 2.208700180053711 (2.324918985366821) | > loss_disc_real_0: 0.07562585175037384 (0.11035212072042319) | > loss_disc_real_1: 0.0669717937707901 (0.26418399237669427) | > loss_disc_real_2: 0.22749486565589905 (0.2215008563720263) | > loss_disc_real_3: 0.29185113310813904 (0.23139743105723307) | > loss_disc_real_4: 0.3544969856739044 (0.25218876623190367) | > loss_disc_real_5: 0.26889681816101074 (0.2597091415753731) | > loss_0: 2.208700180053711 (2.324918985366821) | > loss_gen: 2.557605743408203 (2.6433003682356615) | > loss_kl: 2.2054316997528076 (2.4936889822666464) | > loss_feat: 12.664456367492676 (7.230589573199932) | > loss_mel: 21.291696548461914 (18.347011492802547) | > loss_duration: 2.2786874771118164 (2.288380531164316) | > loss_1: 40.99787521362305 (33.002970768855164) --> EVAL PERFORMANCE | > avg_loader_time: 0.002458783296438364 (-6.901300870455242e-05) | > avg_loss_disc: 2.324918985366821 (-0.17823839187622115) | > avg_loss_disc_real_0: 0.11035212072042319 (-0.060127288676225216) | > avg_loss_disc_real_1: 0.26418399237669427 (+0.10092114513883219) | > avg_loss_disc_real_2: 0.2215008563720263 (-0.07912317262246057) | > avg_loss_disc_real_3: 0.23139743105723307 (-0.06139377791147968) | > avg_loss_disc_real_4: 0.25218876623190367 (-0.019972360477997664) | > avg_loss_disc_real_5: 0.2597091415753731 (-0.021071738348557356) | > avg_loss_0: 2.324918985366821 (-0.17823839187622115) | > avg_loss_gen: 2.6433003682356615 (+0.000596349055950629) | > avg_loss_kl: 2.4936889822666464 (+0.03667294520598219) | > avg_loss_feat: 7.230589573199932 (+0.15330180755028344) | > avg_loss_mel: 18.347011492802547 (-0.10514431733351515) | > avg_loss_duration: 2.288380531164316 (+0.002789414845980165) | > avg_loss_1: 33.002970768855164 (+0.08821531442495001)  > EPOCH: 292/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:48:00)   --> TIME: 2024-06-11 03:48:06 -- STEP: 14/330 -- GLOBAL_STEP: 184375 | > loss_disc: 2.3210387229919434 (2.3211026872907365) | > loss_disc_real_0: 0.15355432033538818 (0.10577230554606233) | > loss_disc_real_1: 0.25830090045928955 (0.20356296747922897) | > loss_disc_real_2: 0.260122150182724 (0.2155415884086064) | > loss_disc_real_3: 0.24277393519878387 (0.2257843485900334) | > loss_disc_real_4: 0.2608834207057953 (0.23464132313217437) | > loss_disc_real_5: 0.22567377984523773 (0.22529269116265432) | > loss_0: 2.3210387229919434 (2.3211026872907365) | > grad_norm_0: tensor(12.4287, device='cuda:0') (tensor(7.7096, device='cuda:0')) | > loss_gen: 2.6636388301849365 (2.5369173799242293) | > loss_kl: 1.602780818939209 (1.8535919615200587) | > loss_feat: 6.994060039520264 (7.064889430999756) | > loss_mel: 17.94697380065918 (18.885953222002303) | > loss_duration: 2.0726518630981445 (2.1568763766969954) | > loss_1: 31.280105590820312 (32.4982283455985) | > grad_norm_1: tensor(120.2318, device='cuda:0') (tensor(89.3111, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.334 (0.3508354766028268) | > loader_time: 0.0031 (0.0030718871525355746)  --> TIME: 2024-06-11 03:48:15 -- STEP: 39/330 -- GLOBAL_STEP: 184400 | > loss_disc: 2.321715831756592 (2.297182859518589) | > loss_disc_real_0: 0.11287511140108109 (0.10689102390255684) | > loss_disc_real_1: 0.2009442299604416 (0.20149772595136595) | > loss_disc_real_2: 0.19247391819953918 (0.21226533827109215) | > loss_disc_real_3: 0.19031311571598053 (0.22327607717269507) | > loss_disc_real_4: 0.20042827725410461 (0.22467872538627723) | > loss_disc_real_5: 0.18605679273605347 (0.2136657341168477) | > loss_0: 2.321715831756592 (2.297182859518589) | > grad_norm_0: tensor(5.4773, device='cuda:0') (tensor(8.2114, device='cuda:0')) | > loss_gen: 2.3652095794677734 (2.54053590236566) | > loss_kl: 1.7304487228393555 (1.8418811437411187) | > loss_feat: 7.077616214752197 (7.191881253169133) | > loss_mel: 18.449914932250977 (18.751084205431816) | > loss_duration: 2.0477380752563477 (2.0798416993556876) | > loss_1: 31.670928955078125 (32.40522443331203) | > grad_norm_1: tensor(50.2066, device='cuda:0') (tensor(76.4649, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3582 (0.35308078007820326) | > loader_time: 0.0033 (0.00325623536721254)  --> TIME: 2024-06-11 03:48:24 -- STEP: 64/330 -- GLOBAL_STEP: 184425 | > loss_disc: 2.292099952697754 (2.3128968812525272) | > loss_disc_real_0: 0.11438226699829102 (0.10927763470681384) | > loss_disc_real_1: 0.20642079412937164 (0.20207377872429788) | > loss_disc_real_2: 0.18614713847637177 (0.21260278834961355) | > loss_disc_real_3: 0.2357283979654312 (0.22648691246286035) | > loss_disc_real_4: 0.209848091006279 (0.22560487245209515) | > loss_disc_real_5: 0.22593528032302856 (0.2141927988268435) | > loss_0: 2.292099952697754 (2.3128968812525272) | > grad_norm_0: tensor(9.1653, device='cuda:0') (tensor(8.4630, device='cuda:0')) | > loss_gen: 2.582520008087158 (2.521397616714239) | > loss_kl: 1.8991773128509521 (1.8405938409268856) | > loss_feat: 7.65393590927124 (7.181626781821251) | > loss_mel: 19.07837677001953 (18.705915987491608) | > loss_duration: 2.0495357513427734 (2.0572924576699734) | > loss_1: 33.26354217529297 (32.30682677030563) | > grad_norm_1: tensor(117.0186, device='cuda:0') (tensor(89.5059, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3638 (0.355154313147068) | > loader_time: 0.0037 (0.0033939331769943237)  --> TIME: 2024-06-11 03:48:33 -- STEP: 89/330 -- GLOBAL_STEP: 184450 | > loss_disc: 2.263782024383545 (2.3044456390852335) | > loss_disc_real_0: 0.09982877224683762 (0.10894013794787814) | > loss_disc_real_1: 0.20992285013198853 (0.20079183997063155) | > loss_disc_real_2: 0.20946161448955536 (0.21316767257920813) | > loss_disc_real_3: 0.234512060880661 (0.2255776949812857) | > loss_disc_real_4: 0.21819746494293213 (0.22404471793201533) | > loss_disc_real_5: 0.20433060824871063 (0.2119251193290346) | > loss_0: 2.263782024383545 (2.3044456390852335) | > grad_norm_0: tensor(5.2878, device='cuda:0') (tensor(9.5151, device='cuda:0')) | > loss_gen: 2.7143917083740234 (2.533434977692165) | > loss_kl: 1.7165660858154297 (1.8310758960380982) | > loss_feat: 6.9595947265625 (7.280810029319163) | > loss_mel: 18.683517456054688 (18.679838630590552) | > loss_duration: 2.0413753986358643 (2.047612683156903) | > loss_1: 32.11544418334961 (32.37277228108952) | > grad_norm_1: tensor(109.1307, device='cuda:0') (tensor(111.9756, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3598 (0.35826175936152416) | > loader_time: 0.0036 (0.0035011393300602945)  --> TIME: 2024-06-11 03:48:43 -- STEP: 114/330 -- GLOBAL_STEP: 184475 | > loss_disc: 2.45419979095459 (2.3094404768525507) | > loss_disc_real_0: 0.1729503720998764 (0.11064160448548041) | > loss_disc_real_1: 0.21669194102287292 (0.20117012555139108) | > loss_disc_real_2: 0.19559094309806824 (0.2131255188009195) | > loss_disc_real_3: 0.2522200644016266 (0.22613979196339323) | > loss_disc_real_4: 0.25275328755378723 (0.22457036676636913) | > loss_disc_real_5: 0.2604914903640747 (0.2126662720713699) | > loss_0: 2.45419979095459 (2.3094404768525507) | > grad_norm_0: tensor(47.6035, device='cuda:0') (tensor(12.1002, device='cuda:0')) | > loss_gen: 2.57766056060791 (2.5365165973964494) | > loss_kl: 2.0259504318237305 (1.8313253887912684) | > loss_feat: 7.201386451721191 (7.281638647380628) | > loss_mel: 18.92538070678711 (18.668122726574282) | > loss_duration: 2.0553598403930664 (2.0467534818147355) | > loss_1: 32.785736083984375 (32.364356894242114) | > grad_norm_1: tensor(307.7877, device='cuda:0') (tensor(144.0275, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3789 (0.36083560868313425) | > loader_time: 0.0038 (0.0036210323634900546)  --> TIME: 2024-06-11 03:48:52 -- STEP: 139/330 -- GLOBAL_STEP: 184500 | > loss_disc: 2.3416404724121094 (2.303647737708881) | > loss_disc_real_0: 0.12183362245559692 (0.11115739513322603) | > loss_disc_real_1: 0.18402552604675293 (0.2017429418486657) | > loss_disc_real_2: 0.22523391246795654 (0.21272923663365753) | > loss_disc_real_3: 0.2228650450706482 (0.22617219206240538) | > loss_disc_real_4: 0.21051737666130066 (0.22305608771258978) | > loss_disc_real_5: 0.19530919194221497 (0.21223573515312277) | > loss_0: 2.3416404724121094 (2.303647737708881) | > grad_norm_0: tensor(36.9552, device='cuda:0') (tensor(14.5431, device='cuda:0')) | > loss_gen: 2.5213358402252197 (2.5491613226828815) | > loss_kl: 1.8836592435836792 (1.8335045430300048) | > loss_feat: 7.301359176635742 (7.32904938485125) | > loss_mel: 18.616268157958984 (18.65764092369903) | > loss_duration: 2.105435848236084 (2.0497613107557777) | > loss_1: 32.42805862426758 (32.41911750903231) | > grad_norm_1: tensor(323.1369, device='cuda:0') (tensor(172.3048, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3667 (0.36240445452628367) | > loader_time: 0.004 (0.0037255973267040663) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_184500.pth  --> TIME: 2024-06-11 03:49:06 -- STEP: 164/330 -- GLOBAL_STEP: 184525 | > loss_disc: 2.312981605529785 (2.301172336427176) | > loss_disc_real_0: 0.1738956868648529 (0.11166937008681821) | > loss_disc_real_1: 0.1806969791650772 (0.20164712463937154) | > loss_disc_real_2: 0.22492220997810364 (0.2121223357574242) | > loss_disc_real_3: 0.20306284725666046 (0.22520797654259495) | > loss_disc_real_4: 0.19251570105552673 (0.222709257791682) | > loss_disc_real_5: 0.20111975073814392 (0.2123621994765793) | > loss_0: 2.312981605529785 (2.301172336427176) | > grad_norm_0: tensor(20.3563, device='cuda:0') (tensor(16.9825, device='cuda:0')) | > loss_gen: 2.5118746757507324 (2.556350367825205) | > loss_kl: 1.7514619827270508 (1.8360609593914776) | > loss_feat: 7.873046398162842 (7.360249429214291) | > loss_mel: 18.614587783813477 (18.64004557307173) | > loss_duration: 2.1269798278808594 (2.052024765712458) | > loss_1: 32.877952575683594 (32.44473106105153) | > grad_norm_1: tensor(491.0252, device='cuda:0') (tensor(199.0210, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3829 (0.36601158613111895) | > loader_time: 0.0044 (0.003849638671409793)  --> TIME: 2024-06-11 03:49:16 -- STEP: 189/330 -- GLOBAL_STEP: 184550 | > loss_disc: 2.367582321166992 (2.3046333562760126) | > loss_disc_real_0: 0.1894332766532898 (0.11191384151341423) | > loss_disc_real_1: 0.18010158836841583 (0.20139942960764365) | > loss_disc_real_2: 0.17553861439228058 (0.2128695106853253) | > loss_disc_real_3: 0.2426045835018158 (0.22588834734190077) | > loss_disc_real_4: 0.25100022554397583 (0.22277322679600386) | > loss_disc_real_5: 0.21824060380458832 (0.21272508957713995) | > loss_0: 2.367582321166992 (2.3046333562760126) | > grad_norm_0: tensor(91.8107, device='cuda:0') (tensor(20.0470, device='cuda:0')) | > loss_gen: 2.575150728225708 (2.5625794816900163) | > loss_kl: 1.7032846212387085 (1.8333850228597248) | > loss_feat: 7.364853858947754 (7.385962120439641) | > loss_mel: 18.268714904785156 (18.612215667805337) | > loss_duration: 2.1274256706237793 (2.0583200833154085) | > loss_1: 32.0394287109375 (32.4524623124057) | > grad_norm_1: tensor(386.2828, device='cuda:0') (tensor(222.4149, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.4113 (0.36887062668169596) | > loader_time: 0.005 (0.003972452153604498)  --> TIME: 2024-06-11 03:49:27 -- STEP: 214/330 -- GLOBAL_STEP: 184575 | > loss_disc: 2.389803409576416 (2.3080041820757873) | > loss_disc_real_0: 0.10394474864006042 (0.1138679603828448) | > loss_disc_real_1: 0.23796159029006958 (0.20176822685192677) | > loss_disc_real_2: 0.22756733000278473 (0.21378025092254174) | > loss_disc_real_3: 0.24727129936218262 (0.2256293097667605) | > loss_disc_real_4: 0.23238392174243927 (0.22201162193701646) | > loss_disc_real_5: 0.23625312745571136 (0.2129211051859588) | > loss_0: 2.389803409576416 (2.3080041820757873) | > grad_norm_0: tensor(49.7838, device='cuda:0') (tensor(23.2632, device='cuda:0')) | > loss_gen: 2.339845895767212 (2.568502890729457) | > loss_kl: 1.7596732378005981 (1.8329433743084702) | > loss_feat: 6.524381637573242 (7.402082592527443) | > loss_mel: 17.951393127441406 (18.591581665466872) | > loss_duration: 2.167264223098755 (2.064983401343086) | > loss_1: 30.742557525634766 (32.460093854743754) | > grad_norm_1: tensor(382.4066, device='cuda:0') (tensor(241.7393, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.3898 (0.3735658364875292) | > loader_time: 0.0051 (0.004091146950409792)  --> TIME: 2024-06-11 03:49:37 -- STEP: 239/330 -- GLOBAL_STEP: 184600 | > loss_disc: 2.271409749984741 (2.305945007372103) | > loss_disc_real_0: 0.06786852329969406 (0.11425932418851174) | > loss_disc_real_1: 0.23318703472614288 (0.2011762748328213) | > loss_disc_real_2: 0.20503029227256775 (0.21358050449622726) | > loss_disc_real_3: 0.22282132506370544 (0.22531552818529776) | > loss_disc_real_4: 0.2232307493686676 (0.22118242502711308) | > loss_disc_real_5: 0.21234530210494995 (0.21221849964502962) | > loss_0: 2.271409749984741 (2.305945007372103) | > grad_norm_0: tensor(31.9965, device='cuda:0') (tensor(24.5956, device='cuda:0')) | > loss_gen: 2.580899238586426 (2.5645994292143484) | > loss_kl: 1.7997230291366577 (1.8296653341548712) | > loss_feat: 6.984645366668701 (7.397873389671038) | > loss_mel: 18.686302185058594 (18.552580007449347) | > loss_duration: 2.097782611846924 (2.0725840394965767) | > loss_1: 32.14935302734375 (32.41730211170151) | > grad_norm_1: tensor(447.7669, device='cuda:0') (tensor(254.6263, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.4232 (0.3775054011883594) | > loader_time: 0.0056 (0.004252353971473345)  --> TIME: 2024-06-11 03:49:48 -- STEP: 264/330 -- GLOBAL_STEP: 184625 | > loss_disc: 2.187121868133545 (2.3084731354857944) | > loss_disc_real_0: 0.12773434817790985 (0.11436716690095085) | > loss_disc_real_1: 0.18576641380786896 (0.20153725869727857) | > loss_disc_real_2: 0.191543310880661 (0.21381926542204438) | > loss_disc_real_3: 0.21632497012615204 (0.22550106985550938) | > loss_disc_real_4: 0.21947872638702393 (0.22166526041021853) | > loss_disc_real_5: 0.1825331598520279 (0.21232920772198471) | > loss_0: 2.187121868133545 (2.3084731354857944) | > grad_norm_0: tensor(48.0075, device='cuda:0') (tensor(24.9185, device='cuda:0')) | > loss_gen: 2.7333595752716064 (2.56267428127202) | > loss_kl: 1.7513178586959839 (1.833857195846962) | > loss_feat: 7.4510955810546875 (7.404489099979401) | > loss_mel: 18.21307945251465 (18.507754383665137) | > loss_duration: 2.1987805366516113 (2.07941876035748) | > loss_1: 32.347633361816406 (32.388193694028004) | > grad_norm_1: tensor(510.3589, device='cuda:0') (tensor(264.5708, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.4449 (0.3825242284572484) | > loader_time: 0.0058 (0.004416593999573681)  --> TIME: 2024-06-11 03:50:00 -- STEP: 289/330 -- GLOBAL_STEP: 184650 | > loss_disc: 2.488247871398926 (2.3078631463760324) | > loss_disc_real_0: 0.2285858392715454 (0.11478881525023998) | > loss_disc_real_1: 0.1990189552307129 (0.20127580802127146) | > loss_disc_real_2: 0.23732247948646545 (0.2138403374121676) | > loss_disc_real_3: 0.2600449025630951 (0.22557136658772464) | > loss_disc_real_4: 0.2978823482990265 (0.22178791288067312) | > loss_disc_real_5: 0.26808473467826843 (0.21251610112231495) | > loss_0: 2.488247871398926 (2.3078631463760324) | > grad_norm_0: tensor(63.2848, device='cuda:0') (tensor(27.2334, device='cuda:0')) | > loss_gen: 2.3870439529418945 (2.566175892278808) | > loss_kl: 1.852749228477478 (1.8371571591156157) | > loss_feat: 6.37237024307251 (7.416335841776178) | > loss_mel: 17.847484588623047 (18.459981278152195) | > loss_duration: 2.2350995540618896 (2.0881854192608365) | > loss_1: 30.694747924804688 (32.36783556294689) | > grad_norm_1: tensor(172.3343, device='cuda:0') (tensor(283.6817, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.4555 (0.3879491317643425) | > loader_time: 0.0065 (0.004592886433056896)  --> TIME: 2024-06-11 03:50:12 -- STEP: 314/330 -- GLOBAL_STEP: 184675 | > loss_disc: 2.2623519897460938 (2.3137113022956135) | > loss_disc_real_0: 0.09574276953935623 (0.11572792967128906) | > loss_disc_real_1: 0.23705635964870453 (0.20359465679165664) | > loss_disc_real_2: 0.1936984360218048 (0.21371085661801564) | > loss_disc_real_3: 0.19676485657691956 (0.22570394976123884) | > loss_disc_real_4: 0.23361046612262726 (0.2220649124140952) | > loss_disc_real_5: 0.2234438806772232 (0.21284053598050098) | > loss_0: 2.2623519897460938 (2.3137113022956135) | > grad_norm_0: tensor(38.7640, device='cuda:0') (tensor(29.2639, device='cuda:0')) | > loss_gen: 2.627573251724243 (2.571966276806629) | > loss_kl: 2.030959367752075 (1.8439491106446375) | > loss_feat: 8.73129653930664 (7.447673045905533) | > loss_mel: 18.63079071044922 (18.42345589437302) | > loss_duration: 2.2766823768615723 (2.10019251039833) | > loss_1: 34.297306060791016 (32.387236813830725) | > grad_norm_1: tensor(352.0323, device='cuda:0') (tensor(295.7865, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.518 (0.39620664620855023) | > loader_time: 0.0075 (0.004811484342927387)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.352670192718506 (2.352670192718506) | > loss_disc_real_0: 0.11009520292282104 (0.11009520292282104) | > loss_disc_real_1: 0.19123777747154236 (0.19123777747154236) | > loss_disc_real_2: 0.27392837405204773 (0.27392837405204773) | > loss_disc_real_3: 0.2720184922218323 (0.2720184922218323) | > loss_disc_real_4: 0.24066077172756195 (0.24066077172756195) | > loss_disc_real_5: 0.2466588169336319 (0.2466588169336319) | > loss_0: 2.352670192718506 (2.352670192718506) | > loss_gen: 2.4049723148345947 (2.4049723148345947) | > loss_kl: 1.9831604957580566 (1.9831604957580566) | > loss_feat: 5.873392105102539 (5.873392105102539) | > loss_mel: 15.496122360229492 (15.496122360229492) | > loss_duration: 2.908482551574707 (2.908482551574707) | > loss_1: 28.66613006591797 (28.66613006591797)  --> STEP: 1 | > loss_disc: 2.1436891555786133 (2.1436891555786133) | > loss_disc_real_0: 0.03405117243528366 (0.03405117243528366) | > loss_disc_real_1: 0.21131794154644012 (0.21131794154644012) | > loss_disc_real_2: 0.1884797066450119 (0.1884797066450119) | > loss_disc_real_3: 0.17684969305992126 (0.17684969305992126) | > loss_disc_real_4: 0.22609513998031616 (0.22609513998031616) | > loss_disc_real_5: 0.22665835916996002 (0.22665835916996002) | > loss_0: 2.1436891555786133 (2.1436891555786133) | > loss_gen: 2.2981793880462646 (2.2981793880462646) | > loss_kl: 1.8328646421432495 (1.8328646421432495) | > loss_feat: 6.004475116729736 (6.004475116729736) | > loss_mel: 19.355510711669922 (19.355510711669922) | > loss_duration: 2.38210129737854 (2.38210129737854) | > loss_1: 31.873130798339844 (31.873130798339844)  --> STEP: 2 | > loss_disc: 2.1357831954956055 (2.1397361755371094) | > loss_disc_real_0: 0.04335987940430641 (0.038705525919795036) | > loss_disc_real_1: 0.2030007243156433 (0.20715933293104172) | > loss_disc_real_2: 0.19039948284626007 (0.189439594745636) | > loss_disc_real_3: 0.24132660031318665 (0.20908814668655396) | > loss_disc_real_4: 0.19252704083919525 (0.2093110904097557) | > loss_disc_real_5: 0.2074805498123169 (0.21706945449113846) | > loss_0: 2.1357831954956055 (2.1397361755371094) | > loss_gen: 2.43698787689209 (2.3675836324691772) | > loss_kl: 3.0627241134643555 (2.4477943778038025) | > loss_feat: 7.6056742668151855 (6.805074691772461) | > loss_mel: 19.28317642211914 (19.31934356689453) | > loss_duration: 2.4602742195129395 (2.4211877584457397) | > loss_1: 34.84883499145508 (33.36098289489746)  --> STEP: 3 | > loss_disc: 2.2271227836608887 (2.1688650449117026) | > loss_disc_real_0: 0.05969512090086937 (0.045702057580153145) | > loss_disc_real_1: 0.23918698728084564 (0.2178352177143097) | > loss_disc_real_2: 0.27145543694496155 (0.21677820881207785) | > loss_disc_real_3: 0.23863370716571808 (0.21893666684627533) | > loss_disc_real_4: 0.1863054484128952 (0.20164254307746887) | > loss_disc_real_5: 0.23446360230445862 (0.22286750376224518) | > loss_0: 2.2271227836608887 (2.1688650449117026) | > loss_gen: 2.6318509578704834 (2.4556727409362793) | > loss_kl: 2.637908458709717 (2.511165738105774) | > loss_feat: 8.37669563293457 (7.328948338826497) | > loss_mel: 18.0617733001709 (18.900153477986652) | > loss_duration: 2.184875965118408 (2.3424171606699624) | > loss_1: 33.893104553222656 (33.53835678100586)  --> STEP: 4 | > loss_disc: 2.3433756828308105 (2.2124927043914795) | > loss_disc_real_0: 0.09337488561868668 (0.05762026458978653) | > loss_disc_real_1: 0.19882546365261078 (0.21308277919888496) | > loss_disc_real_2: 0.1738966703414917 (0.2060578241944313) | > loss_disc_real_3: 0.21992041170597076 (0.2191826030611992) | > loss_disc_real_4: 0.18290041387081146 (0.19695701077580452) | > loss_disc_real_5: 0.18378432095050812 (0.2130967080593109) | > loss_0: 2.3433756828308105 (2.2124927043914795) | > loss_gen: 2.2358620166778564 (2.4007200598716736) | > loss_kl: 2.7313215732574463 (2.566204696893692) | > loss_feat: 7.099954605102539 (7.271699905395508) | > loss_mel: 19.114089965820312 (18.95363759994507) | > loss_duration: 2.254584789276123 (2.3204590678215027) | > loss_1: 33.435813903808594 (33.51272106170654)  --> STEP: 5 | > loss_disc: 2.113046646118164 (2.1926034927368163) | > loss_disc_real_0: 0.12988229095935822 (0.07207266986370087) | > loss_disc_real_1: 0.15679094195365906 (0.20182441174983978) | > loss_disc_real_2: 0.19323603808879852 (0.20349346697330475) | > loss_disc_real_3: 0.268979549407959 (0.22914199233055116) | > loss_disc_real_4: 0.28835976123809814 (0.21523756086826323) | > loss_disc_real_5: 0.22569191455841064 (0.21561574935913086) | > loss_0: 2.113046646118164 (2.1926034927368163) | > loss_gen: 2.93471622467041 (2.5075192928314207) | > loss_kl: 1.684309482574463 (2.3898256540298464) | > loss_feat: 7.6352996826171875 (7.344419860839844) | > loss_mel: 20.295503616333008 (19.222010803222656) | > loss_duration: 2.3120245933532715 (2.3187721729278565) | > loss_1: 34.86185073852539 (33.78254699707031)  --> STEP: 6 | > loss_disc: 2.370382308959961 (2.222233295440674) | > loss_disc_real_0: 0.09525113552808762 (0.07593574747443199) | > loss_disc_real_1: 0.18188494443893433 (0.19850116719802222) | > loss_disc_real_2: 0.18923860788345337 (0.20111765712499619) | > loss_disc_real_3: 0.26447927951812744 (0.2350315401951472) | > loss_disc_real_4: 0.19509190320968628 (0.21187995125850043) | > loss_disc_real_5: 0.19113749265670776 (0.21153603990872702) | > loss_0: 2.370382308959961 (2.222233295440674) | > loss_gen: 2.162999391555786 (2.450099309285482) | > loss_kl: 2.7036683559417725 (2.4421327710151672) | > loss_feat: 6.7729902267456055 (7.249181588490804) | > loss_mel: 19.545900344848633 (19.275992393493652) | > loss_duration: 2.156266450881958 (2.2916878859202066) | > loss_1: 33.341827392578125 (33.709093729654946)  --> STEP: 7 | > loss_disc: 2.437295913696289 (2.2529565266200473) | > loss_disc_real_0: 0.07218378037214279 (0.07539975217410497) | > loss_disc_real_1: 0.2600778043270111 (0.2072978296450206) | > loss_disc_real_2: 0.3010128140449524 (0.21538839382784708) | > loss_disc_real_3: 0.27694785594940186 (0.24101958530289785) | > loss_disc_real_4: 0.28573739528656006 (0.22243101469108037) | > loss_disc_real_5: 0.284381628036499 (0.22194255249840872) | > loss_0: 2.437295913696289 (2.2529565266200473) | > loss_gen: 2.9989800453186035 (2.5285108430044994) | > loss_kl: 3.710479497909546 (2.623325160571507) | > loss_feat: 8.083260536193848 (7.368335723876953) | > loss_mel: 17.6341552734375 (19.04144423348563) | > loss_duration: 2.4705073833465576 (2.317233528409685) | > loss_1: 34.89738464355469 (33.87884957449777)  --> STEP: 8 | > loss_disc: 2.093912124633789 (2.233075976371765) | > loss_disc_real_0: 0.14059922099113464 (0.08354968577623367) | > loss_disc_real_1: 0.1622832715511322 (0.20167100988328457) | > loss_disc_real_2: 0.25528430938720703 (0.22037538327276707) | > loss_disc_real_3: 0.1695939302444458 (0.23209137842059135) | > loss_disc_real_4: 0.15667332708835602 (0.21421130374073982) | > loss_disc_real_5: 0.1603241264820099 (0.21424024924635887) | > loss_0: 2.093912124633789 (2.233075976371765) | > loss_gen: 2.523648738861084 (2.5279030799865723) | > loss_kl: 2.3321022987365723 (2.58692230284214) | > loss_feat: 10.620214462280273 (7.774820566177368) | > loss_mel: 19.886741638183594 (19.147106409072876) | > loss_duration: 2.1957125663757324 (2.3020434081554413) | > loss_1: 37.55841827392578 (34.33879566192627)  --> STEP: 9 | > loss_disc: 2.115901470184326 (2.220056586795383) | > loss_disc_real_0: 0.12005487829446793 (0.0876058182782597) | > loss_disc_real_1: 0.1940523087978363 (0.20082448754045698) | > loss_disc_real_2: 0.23640717566013336 (0.22215669353803) | > loss_disc_real_3: 0.22071120142936707 (0.23082691431045532) | > loss_disc_real_4: 0.20700132846832275 (0.21341019537713793) | > loss_disc_real_5: 0.23025889694690704 (0.21602009899086422) | > loss_0: 2.115901470184326 (2.220056586795383) | > loss_gen: 2.723118782043457 (2.5495937135484485) | > loss_kl: 3.007399797439575 (2.6336420244640775) | > loss_feat: 7.937092304229736 (7.792850759294298) | > loss_mel: 19.98638343811035 (19.240359412299263) | > loss_duration: 2.1445090770721436 (2.2845395935906305) | > loss_1: 35.79850387573242 (34.50098546346029)  --> STEP: 10 | > loss_disc: 2.354865550994873 (2.233537483215332) | > loss_disc_real_0: 0.13580119609832764 (0.0924253560602665) | > loss_disc_real_1: 0.21136872470378876 (0.20187891125679017) | > loss_disc_real_2: 0.1959279626607895 (0.21953382045030595) | > loss_disc_real_3: 0.27421221137046814 (0.23516544401645662) | > loss_disc_real_4: 0.24768216907978058 (0.21683739274740219) | > loss_disc_real_5: 0.2277345210313797 (0.21719154119491577) | > loss_0: 2.354865550994873 (2.233537483215332) | > loss_gen: 2.5757317543029785 (2.552207517623901) | > loss_kl: 2.5092508792877197 (2.6212029099464416) | > loss_feat: 7.14297342300415 (7.727863025665283) | > loss_mel: 18.418161392211914 (19.158139610290526) | > loss_duration: 2.2342402935028076 (2.279509663581848) | > loss_1: 32.88035583496094 (34.33892250061035)  --> STEP: 11 | > loss_disc: 2.5400359630584717 (2.26140098138289) | > loss_disc_real_0: 0.12355334311723709 (0.09525517306544563) | > loss_disc_real_1: 0.233113631606102 (0.20471843128854578) | > loss_disc_real_2: 0.22704297304153442 (0.22021647068587216) | > loss_disc_real_3: 0.2491409182548523 (0.23643594167449258) | > loss_disc_real_4: 0.2281608283519745 (0.2178667959841815) | > loss_disc_real_5: 0.22272852063179016 (0.21769490296190436) | > loss_0: 2.5400359630584717 (2.26140098138289) | > loss_gen: 2.2158737182617188 (2.5216317176818848) | > loss_kl: 2.487700939178467 (2.609066367149353) | > loss_feat: 4.9410295486450195 (7.4745145277543505) | > loss_mel: 15.25490951538086 (18.803300510753285) | > loss_duration: 2.46215558052063 (2.2961138378490102) | > loss_1: 27.361669540405273 (33.704626776955344)  --> STEP: 12 | > loss_disc: 2.005563735961914 (2.2400812109311423) | > loss_disc_real_0: 0.040224503725767136 (0.09066928395380576) | > loss_disc_real_1: 0.18592709302902222 (0.2031524864335855) | > loss_disc_real_2: 0.2582603394985199 (0.22338679308692613) | > loss_disc_real_3: 0.2158229798078537 (0.23471819485227266) | > loss_disc_real_4: 0.20694203674793243 (0.21695639938116074) | > loss_disc_real_5: 0.1993326097726822 (0.2161647118628025) | > loss_0: 2.005563735961914 (2.2400812109311423) | > loss_gen: 2.7133142948150635 (2.537605265776316) | > loss_kl: 1.664898157119751 (2.5303856829802194) | > loss_feat: 6.921529769897461 (7.428432464599609) | > loss_mel: 20.29412269592285 (18.92753569285075) | > loss_duration: 2.209203004837036 (2.2888712684313455) | > loss_1: 33.80306625366211 (33.71283006668091)  --> STEP: 13 | > loss_disc: 2.0895938873291016 (2.2285052629617543) | > loss_disc_real_0: 0.085995152592659 (0.0903097353875637) | > loss_disc_real_1: 0.2595006823539734 (0.20748696304284608) | > loss_disc_real_2: 0.176408588886261 (0.21977308507149035) | > loss_disc_real_3: 0.21677902340888977 (0.23333825858739707) | > loss_disc_real_4: 0.10524992644786835 (0.20836359377090746) | > loss_disc_real_5: 0.12316843867301941 (0.20901115238666534) | > loss_0: 2.0895938873291016 (2.2285052629617543) | > loss_gen: 2.3177194595336914 (2.520690972988422) | > loss_kl: 2.3311970233917236 (2.515063478396489) | > loss_feat: 6.912172317504883 (7.388720145592322) | > loss_mel: 16.561038970947266 (18.745497483473557) | > loss_duration: 2.141361951828003 (2.277524397923396) | > loss_1: 30.26348876953125 (33.44749612074632)  --> STEP: 14 | > loss_disc: 2.3409640789031982 (2.2365380355290005) | > loss_disc_real_0: 0.10403646528720856 (0.0912902160946812) | > loss_disc_real_1: 0.11985409259796143 (0.2012274722967829) | > loss_disc_real_2: 0.19325369596481323 (0.217878842992442) | > loss_disc_real_3: 0.19562512636184692 (0.2306444634284292) | > loss_disc_real_4: 0.17901581525802612 (0.20626732387713023) | > loss_disc_real_5: 0.18350750207901 (0.20718946307897568) | > loss_0: 2.3409640789031982 (2.2365380355290005) | > loss_gen: 2.065790891647339 (2.4881981100354875) | > loss_kl: 3.2022767066955566 (2.5641501375607083) | > loss_feat: 6.763825416564941 (7.344084807804653) | > loss_mel: 20.586782455444336 (18.87701783861433) | > loss_duration: 2.3190383911132812 (2.280489683151245) | > loss_1: 34.937713623046875 (33.553940228053506)  --> STEP: 15 | > loss_disc: 2.367690086364746 (2.2452815055847166) | > loss_disc_real_0: 0.12200836092233658 (0.09333809241652488) | > loss_disc_real_1: 0.28296205401420593 (0.20667644441127778) | > loss_disc_real_2: 0.24181276559829712 (0.21947443783283233) | > loss_disc_real_3: 0.24720674753189087 (0.23174861570199332) | > loss_disc_real_4: 0.16724425554275513 (0.2036657859881719) | > loss_disc_real_5: 0.12537643313407898 (0.20173526108264922) | > loss_0: 2.367690086364746 (2.2452815055847166) | > loss_gen: 2.387533187866211 (2.4814871152242026) | > loss_kl: 3.34584641456604 (2.616263222694397) | > loss_feat: 6.09743070602417 (7.260974534352621) | > loss_mel: 20.129520416259766 (18.960518010457356) | > loss_duration: 2.314150810241699 (2.282733758290609) | > loss_1: 34.27448272705078 (33.60197639465333)  --> STEP: 16 | > loss_disc: 2.2607421875 (2.246247798204422) | > loss_disc_real_0: 0.08037734031677246 (0.09252804541029036) | > loss_disc_real_1: 0.23436321318149567 (0.2084068674594164) | > loss_disc_real_2: 0.2058035433292389 (0.21862000692635775) | > loss_disc_real_3: 0.2837459146976471 (0.23499844688922167) | > loss_disc_real_4: 0.2520013153553009 (0.20668675657361746) | > loss_disc_real_5: 0.24468854069709778 (0.20441984105855227) | > loss_0: 2.2607421875 (2.246247798204422) | > loss_gen: 2.652261734008789 (2.492160528898239) | > loss_kl: 2.522458791732788 (2.6104004457592964) | > loss_feat: 8.02200984954834 (7.308539241552353) | > loss_mel: 17.98941421508789 (18.899824023246765) | > loss_duration: 2.340423822402954 (2.2863393872976303) | > loss_1: 33.52656936645508 (33.59726345539094)  --> STEP: 17 | > loss_disc: 2.283745050430298 (2.2484535189235912) | > loss_disc_real_0: 0.09701050817966461 (0.09279171969084178) | > loss_disc_real_1: 0.23387861251831055 (0.20990520540405722) | > loss_disc_real_2: 0.2385600358247757 (0.21979294980273528) | > loss_disc_real_3: 0.2604011297225952 (0.23649272235000834) | > loss_disc_real_4: 0.2027694433927536 (0.20645632638650782) | > loss_disc_real_5: 0.23001649975776672 (0.20592552686438842) | > loss_0: 2.283745050430298 (2.2484535189235912) | > loss_gen: 2.656874179840088 (2.5018495671889363) | > loss_kl: 1.8867133855819702 (2.567830618690042) | > loss_feat: 8.00866985321045 (7.3497233951793) | > loss_mel: 19.760175704956055 (18.950432945700253) | > loss_duration: 2.364985942840576 (2.2909656552707447) | > loss_1: 34.67742156982422 (33.66080216800466)  --> STEP: 18 | > loss_disc: 2.278324604034424 (2.250113023651971) | > loss_disc_real_0: 0.12718568742275238 (0.09470249567594793) | > loss_disc_real_1: 0.20460544526576996 (0.20961077428526348) | > loss_disc_real_2: 0.23711639642715454 (0.2207553635040919) | > loss_disc_real_3: 0.23171427845954895 (0.23622725324498284) | > loss_disc_real_4: 0.20810428261756897 (0.20654787951045567) | > loss_disc_real_5: 0.18276706337928772 (0.20463894555966058) | > loss_0: 2.278324604034424 (2.250113023651971) | > loss_gen: 2.3168275356292725 (2.4915705654356213) | > loss_kl: 2.80534029006958 (2.5810256004333496) | > loss_feat: 7.543461799621582 (7.360486639870538) | > loss_mel: 16.357086181640625 (18.806358125474716) | > loss_duration: 2.2348263263702393 (2.287846803665161) | > loss_1: 31.257543563842773 (33.52728780110678)  --> STEP: 19 | > loss_disc: 2.582942485809326 (2.267630363765516) | > loss_disc_real_0: 0.15872909128665924 (0.09807231649756432) | > loss_disc_real_1: 0.2342507690191269 (0.21090761611336156) | > loss_disc_real_2: 0.23041053116321564 (0.22126353022299314) | > loss_disc_real_3: 0.30087894201278687 (0.2396299737064462) | > loss_disc_real_4: 0.24396806955337524 (0.20851736319692513) | > loss_disc_real_5: 0.2315293699502945 (0.2060542310539045) | > loss_0: 2.582942485809326 (2.267630363765516) | > loss_gen: 2.2167234420776367 (2.477104927364149) | > loss_kl: 1.8948966264724731 (2.544913549172251) | > loss_feat: 6.237165451049805 (7.301364472037868) | > loss_mel: 17.71224021911621 (18.74877297250848) | > loss_duration: 2.3420639038085938 (2.2907003352516577) | > loss_1: 30.403091430664062 (33.362856413188744)  --> STEP: 20 | > loss_disc: 2.4014334678649902 (2.2743205189704896) | > loss_disc_real_0: 0.09743765741586685 (0.09804058354347944) | > loss_disc_real_1: 0.24224556982517242 (0.2124745137989521) | > loss_disc_real_2: 0.3144609034061432 (0.22592339888215066) | > loss_disc_real_3: 0.26946738362312317 (0.24112184420228006) | > loss_disc_real_4: 0.21925891935825348 (0.20905444100499154) | > loss_disc_real_5: 0.20658059418201447 (0.20608054921031) | > loss_0: 2.4014334678649902 (2.2743205189704896) | > loss_gen: 2.4953277111053467 (2.4780160665512083) | > loss_kl: 2.066082715988159 (2.520972007513046) | > loss_feat: 6.6825761795043945 (7.2704250574111935) | > loss_mel: 18.575408935546875 (18.740104770660402) | > loss_duration: 2.3226189613342285 (2.292296266555786) | > loss_1: 32.14201354980469 (33.30181427001954)  --> STEP: 21 | > loss_disc: 2.1314876079559326 (2.26751895177932) | > loss_disc_real_0: 0.07349343597888947 (0.09687167175468944) | > loss_disc_real_1: 0.22527986764907837 (0.21308429255372002) | > loss_disc_real_2: 0.2095634639263153 (0.2251443543604442) | > loss_disc_real_3: 0.27773788571357727 (0.24286546522662752) | > loss_disc_real_4: 0.25059035420417786 (0.21103234163352422) | > loss_disc_real_5: 0.22503460943698883 (0.2069831235068185) | > loss_0: 2.1314876079559326 (2.26751895177932) | > loss_gen: 2.796131134033203 (2.4931644030979703) | > loss_kl: 2.102658271789551 (2.5010523058119274) | > loss_feat: 7.859020233154297 (7.298453399113247) | > loss_mel: 17.30366325378418 (18.671702793666295) | > loss_duration: 2.155334234237671 (2.2857742650168285) | > loss_1: 32.2168083190918 (33.25014731997536)  --> STEP: 22 | > loss_disc: 2.1368823051452637 (2.261580922386863) | > loss_disc_real_0: 0.08237628638744354 (0.0962127906016328) | > loss_disc_real_1: 0.19660164415836334 (0.212335081263022) | > loss_disc_real_2: 0.19795702397823334 (0.22390856661579825) | > loss_disc_real_3: 0.22703716158866882 (0.2421459968794476) | > loss_disc_real_4: 0.19818010926246643 (0.21044814925302158) | > loss_disc_real_5: 0.1958332061767578 (0.20647630908272482) | > loss_0: 2.1368823051452637 (2.261580922386863) | > loss_gen: 2.527719020843506 (2.494735067540949) | > loss_kl: 2.0642406940460205 (2.4811972325498406) | > loss_feat: 7.184534072875977 (7.2932752479206435) | > loss_mel: 18.810941696166992 (18.678031834689055) | > loss_duration: 2.137834072113037 (2.279049710793929) | > loss_1: 32.72526931762695 (33.22628922895953)  --> STEP: 23 | > loss_disc: 2.202315092086792 (2.259004147156425) | > loss_disc_real_0: 0.048894621431827545 (0.0941554788985978) | > loss_disc_real_1: 0.2339247614145279 (0.21327376300873963) | > loss_disc_real_2: 0.19517013430595398 (0.2226590695588485) | > loss_disc_real_3: 0.21315759420394897 (0.24088563154573026) | > loss_disc_real_4: 0.1413523554801941 (0.20744398430637692) | > loss_disc_real_5: 0.1838003247976303 (0.20549039672250333) | > loss_0: 2.202315092086792 (2.259004147156425) | > loss_gen: 2.2672908306121826 (2.484846187674481) | > loss_kl: 2.023035764694214 (2.4612771687300308) | > loss_feat: 8.088669776916504 (7.32785761874655) | > loss_mel: 17.36804962158203 (18.621076086293098) | > loss_duration: 2.286069869995117 (2.2793549351070244) | > loss_1: 32.03311538696289 (33.17441210539446)  --> STEP: 24 | > loss_disc: 2.21806001663208 (2.2572981417179103) | > loss_disc_real_0: 0.09184979647397995 (0.09405940879757206) | > loss_disc_real_1: 0.2079232931137085 (0.21305082676311335) | > loss_disc_real_2: 0.24526594579219818 (0.22360102273523808) | > loss_disc_real_3: 0.2562021017074585 (0.24152381780246893) | > loss_disc_real_4: 0.2073814868927002 (0.20744138024747372) | > loss_disc_real_5: 0.20933927595615387 (0.2056507666905721) | > loss_0: 2.21806001663208 (2.2572981417179103) | > loss_gen: 2.543438673019409 (2.4872875412305198) | > loss_kl: 2.4894447326660156 (2.4624508172273636) | > loss_feat: 6.537981033325195 (7.294946094353993) | > loss_mel: 17.555007934570312 (18.576656579971317) | > loss_duration: 2.4183292388916016 (2.2851455310980486) | > loss_1: 31.544200897216797 (33.10648663838706)  --> STEP: 25 | > loss_disc: 2.4521307945251465 (2.2650914478301996) | > loss_disc_real_0: 0.0650029182434082 (0.09289714917540551) | > loss_disc_real_1: 0.22089828550815582 (0.21336472511291504) | > loss_disc_real_2: 0.2227628082036972 (0.22356749415397645) | > loss_disc_real_3: 0.2601301372051239 (0.24226807057857513) | > loss_disc_real_4: 0.2046635001897812 (0.20733026504516602) | > loss_disc_real_5: 0.19308800995349884 (0.20514825642108916) | > loss_0: 2.4521307945251465 (2.2650914478301996) | > loss_gen: 2.0274875164031982 (2.4688955402374266) | > loss_kl: 2.507746458053589 (2.4642626428604126) | > loss_feat: 5.456295013427734 (7.221400051116944) | > loss_mel: 15.411330223083496 (18.450043525695804) | > loss_duration: 2.3248391151428223 (2.2867332744598396) | > loss_1: 27.727697372436523 (32.89133506774904)  --> STEP: 26 | > loss_disc: 2.5478715896606445 (2.2759676071313706) | > loss_disc_real_0: 0.5689931511878967 (0.11120853386819363) | > loss_disc_real_1: 0.09109073877334595 (0.20866187948447007) | > loss_disc_real_2: 0.23058529198169708 (0.22383740945504263) | > loss_disc_real_3: 0.09139518439769745 (0.236465267263926) | > loss_disc_real_4: 0.12416356056928635 (0.20413154564224756) | > loss_disc_real_5: 0.03807844966650009 (0.19872249462283575) | > loss_0: 2.5478715896606445 (2.2759676071313706) | > loss_gen: 2.5362515449523926 (2.471486155803387) | > loss_kl: 2.2621169090270996 (2.4564878069437466) | > loss_feat: 15.243321418762207 (7.529935488334069) | > loss_mel: 18.781518936157227 (18.46279257994432) | > loss_duration: 2.2945728302001953 (2.287034795834469) | > loss_1: 41.11778259277344 (33.207736895634596) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023711277888371395 (-8.765550760122436e-05) | > avg_loss_disc: 2.2759676071313706 (-0.04895137823545026) | > avg_loss_disc_real_0: 0.11120853386819363 (+0.0008564131477704351) | > avg_loss_disc_real_1: 0.20866187948447007 (-0.055522112892224196) | > avg_loss_disc_real_2: 0.22383740945504263 (+0.002336553083016335) | > avg_loss_disc_real_3: 0.236465267263926 (+0.005067836206692933) | > avg_loss_disc_real_4: 0.20413154564224756 (-0.04805722058965611) | > avg_loss_disc_real_5: 0.19872249462283575 (-0.06098664695253736) | > avg_loss_0: 2.2759676071313706 (-0.04895137823545026) | > avg_loss_gen: 2.471486155803387 (-0.17181421243227435) | > avg_loss_kl: 2.4564878069437466 (-0.03720117532289979) | > avg_loss_feat: 7.529935488334069 (+0.2993459151341371) | > avg_loss_mel: 18.46279257994432 (+0.11578108714177304) | > avg_loss_duration: 2.287034795834469 (-0.0013457353298473862) | > avg_loss_1: 33.207736895634596 (+0.2047661267794325)  > EPOCH: 293/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:50:41)   --> TIME: 2024-06-11 03:50:45 -- STEP: 9/330 -- GLOBAL_STEP: 184700 | > loss_disc: 2.202533721923828 (2.3060083124372692) | > loss_disc_real_0: 0.0971311628818512 (0.10101280858119328) | > loss_disc_real_1: 0.1747969537973404 (0.18894323375489977) | > loss_disc_real_2: 0.19502504169940948 (0.2000796894232432) | > loss_disc_real_3: 0.21753570437431335 (0.22671684291627672) | > loss_disc_real_4: 0.22576741874217987 (0.23145641220940483) | > loss_disc_real_5: 0.19158728420734406 (0.2249193870358997) | > loss_0: 2.202533721923828 (2.3060083124372692) | > grad_norm_0: tensor(3.4346, device='cuda:0') (tensor(11.3596, device='cuda:0')) | > loss_gen: 2.7316017150878906 (2.502462042702569) | > loss_kl: 1.9316165447235107 (1.8249263498518202) | > loss_feat: 7.640964031219482 (6.968556510077582) | > loss_mel: 19.584192276000977 (18.8997614118788) | > loss_duration: 2.142564058303833 (2.200285726123386) | > loss_1: 34.03093719482422 (32.39599164326986) | > grad_norm_1: tensor(91.5675, device='cuda:0') (tensor(110.7250, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.3402 (0.3470006518893772) | > loader_time: 0.0029 (0.0033060179816352)  --> TIME: 2024-06-11 03:50:54 -- STEP: 34/330 -- GLOBAL_STEP: 184725 | > loss_disc: 2.2529523372650146 (2.3133408883038684) | > loss_disc_real_0: 0.07572959363460541 (0.10840592686744298) | > loss_disc_real_1: 0.20767642557621002 (0.19509768792811563) | > loss_disc_real_2: 0.2507758140563965 (0.21010810268275878) | > loss_disc_real_3: 0.2206748127937317 (0.2257579025976798) | > loss_disc_real_4: 0.16135309636592865 (0.22588096033124364) | > loss_disc_real_5: 0.17391370236873627 (0.2188994783688994) | > loss_0: 2.2529523372650146 (2.3133408883038684) | > grad_norm_0: tensor(7.0548, device='cuda:0') (tensor(10.8329, device='cuda:0')) | > loss_gen: 2.5665123462677 (2.5220037137760833) | > loss_kl: 1.8794324398040771 (1.8308881380978752) | > loss_feat: 8.315654754638672 (7.186025493285236) | > loss_mel: 19.68363380432129 (18.764345056870404) | > loss_duration: 2.069645643234253 (2.0887998938560486) | > loss_1: 34.51487731933594 (32.39206224329332) | > grad_norm_1: tensor(148.4814, device='cuda:0') (tensor(103.5640, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.3441 (0.34819761444540587) | > loader_time: 0.003 (0.003188329584458295)  --> TIME: 2024-06-11 03:51:03 -- STEP: 59/330 -- GLOBAL_STEP: 184750 | > loss_disc: 2.336824417114258 (2.3185357481746345) | > loss_disc_real_0: 0.13167324662208557 (0.11029558010020499) | > loss_disc_real_1: 0.17553666234016418 (0.1961881609286292) | > loss_disc_real_2: 0.1964399814605713 (0.2124132536730524) | > loss_disc_real_3: 0.23219892382621765 (0.22729035151206842) | > loss_disc_real_4: 0.23822075128555298 (0.22704811267933603) | > loss_disc_real_5: 0.22876904904842377 (0.2173941913297621) | > loss_0: 2.336824417114258 (2.3185357481746345) | > grad_norm_0: tensor(12.3355, device='cuda:0') (tensor(10.1271, device='cuda:0')) | > loss_gen: 2.432044744491577 (2.524568226377844) | > loss_kl: 1.7767455577850342 (1.8241632732294373) | > loss_feat: 7.258419990539551 (7.191300497216694) | > loss_mel: 18.41560935974121 (18.73172970141394) | > loss_duration: 2.001357316970825 (2.0595539444583966) | > loss_1: 31.884178161621094 (32.33131560632738) | > grad_norm_1: tensor(112.5996, device='cuda:0') (tensor(103.9167, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.3455 (0.3509069943832139) | > loader_time: 0.0034 (0.0032692157616049555)  --> TIME: 2024-06-11 03:51:12 -- STEP: 84/330 -- GLOBAL_STEP: 184775 | > loss_disc: 2.367310047149658 (2.3219030300776167) | > loss_disc_real_0: 0.10473152995109558 (0.11105959587508724) | > loss_disc_real_1: 0.19885729253292084 (0.1965133152192547) | > loss_disc_real_2: 0.2124699354171753 (0.2122657233405681) | > loss_disc_real_3: 0.22291669249534607 (0.22732131839508102) | > loss_disc_real_4: 0.2145589292049408 (0.2264468391381559) | > loss_disc_real_5: 0.1939128190279007 (0.2166396024681273) | > loss_0: 2.367310047149658 (2.3219030300776167) | > grad_norm_0: tensor(8.7705, device='cuda:0') (tensor(9.5154, device='cuda:0')) | > loss_gen: 2.5122814178466797 (2.522426355452766) | > loss_kl: 1.9150254726409912 (1.8317018832479204) | > loss_feat: 7.197319030761719 (7.22867975348518) | > loss_mel: 18.770959854125977 (18.643235774267286) | > loss_duration: 2.116943836212158 (2.0485126120703567) | > loss_1: 32.51253128051758 (32.27455638703845) | > grad_norm_1: tensor(87.7474, device='cuda:0') (tensor(99.9549, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.3549 (0.35270709083193835) | > loader_time: 0.0036 (0.0033825295312064035)  --> TIME: 2024-06-11 03:51:22 -- STEP: 109/330 -- GLOBAL_STEP: 184800 | > loss_disc: 2.2418482303619385 (2.3179898677615944) | > loss_disc_real_0: 0.1274927854537964 (0.11291120208184653) | > loss_disc_real_1: 0.21273112297058105 (0.1968908108975909) | > loss_disc_real_2: 0.19859075546264648 (0.21323346736234264) | > loss_disc_real_3: 0.1980390101671219 (0.2272910790159068) | > loss_disc_real_4: 0.21799755096435547 (0.22411646386352155) | > loss_disc_real_5: 0.24624264240264893 (0.21489890849371568) | > loss_0: 2.2418482303619385 (2.3179898677615944) | > grad_norm_0: tensor(10.6600, device='cuda:0') (tensor(9.2959, device='cuda:0')) | > loss_gen: 2.5381147861480713 (2.5202737029539346) | > loss_kl: 1.9046578407287598 (1.8355673278143647) | > loss_feat: 7.221571922302246 (7.2385915878715865) | > loss_mel: 19.109729766845703 (18.6100119669503) | > loss_duration: 1.9907808303833008 (2.0469167123147107) | > loss_1: 32.764854431152344 (32.25136133946409) | > grad_norm_1: tensor(54.8416, device='cuda:0') (tensor(97.2459, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.3943 (0.3611417691641993) | > loader_time: 0.0044 (0.0035416511220669527)  --> TIME: 2024-06-11 03:51:32 -- STEP: 134/330 -- GLOBAL_STEP: 184825 | > loss_disc: 2.4658875465393066 (2.320076586595222) | > loss_disc_real_0: 0.0964740738272667 (0.1130703126650248) | > loss_disc_real_1: 0.227443665266037 (0.19715598281194913) | > loss_disc_real_2: 0.21378016471862793 (0.21355895053094892) | > loss_disc_real_3: 0.24382555484771729 (0.22773123054362054) | > loss_disc_real_4: 0.21388143301010132 (0.22400025856583866) | > loss_disc_real_5: 0.22199729084968567 (0.21517945436844185) | > loss_0: 2.4658875465393066 (2.320076586595222) | > grad_norm_0: tensor(6.1310, device='cuda:0') (tensor(10.3737, device='cuda:0')) | > loss_gen: 2.3256826400756836 (2.523009707678611) | > loss_kl: 1.8335576057434082 (1.8375392200341865) | > loss_feat: 7.151113510131836 (7.250198168541068) | > loss_mel: 18.66733169555664 (18.621278022652238) | > loss_duration: 2.048222541809082 (2.0484853920651895) | > loss_1: 32.02590560913086 (32.28051058925799) | > grad_norm_1: tensor(146.7248, device='cuda:0') (tensor(116.0650, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.3847 (0.3655939458021479) | > loader_time: 0.004 (0.003701419972661716)  --> TIME: 2024-06-11 03:51:42 -- STEP: 159/330 -- GLOBAL_STEP: 184850 | > loss_disc: 2.390641689300537 (2.32613894024735) | > loss_disc_real_0: 0.11377532035112381 (0.1147289348285903) | > loss_disc_real_1: 0.19726921617984772 (0.19777835212038747) | > loss_disc_real_2: 0.19712775945663452 (0.21467775649994425) | > loss_disc_real_3: 0.20415297150611877 (0.22679953473918843) | > loss_disc_real_4: 0.21663764119148254 (0.22402661232828344) | > loss_disc_real_5: 0.19808872044086456 (0.21522607209172642) | > loss_0: 2.390641689300537 (2.32613894024735) | > grad_norm_0: tensor(4.6946, device='cuda:0') (tensor(11.6084, device='cuda:0')) | > loss_gen: 2.543524742126465 (2.5215955530322574) | > loss_kl: 1.7244505882263184 (1.8401011835854009) | > loss_feat: 7.771048545837402 (7.243682264531933) | > loss_mel: 18.521726608276367 (18.63796192145198) | > loss_duration: 2.048124074935913 (2.050122755128631) | > loss_1: 32.60887145996094 (32.29346374895588) | > grad_norm_1: tensor(82.9874, device='cuda:0') (tensor(136.6628, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.376 (0.36932896218209904) | > loader_time: 0.0048 (0.00383849413889759)  --> TIME: 2024-06-11 03:51:51 -- STEP: 184/330 -- GLOBAL_STEP: 184875 | > loss_disc: 2.3267767429351807 (2.3267692353414455) | > loss_disc_real_0: 0.12051276862621307 (0.11486579445393189) | > loss_disc_real_1: 0.20158493518829346 (0.19742413100017153) | > loss_disc_real_2: 0.20840691030025482 (0.21462287802411162) | > loss_disc_real_3: 0.24883459508419037 (0.22742859176967456) | > loss_disc_real_4: 0.22319108247756958 (0.22360811026200003) | > loss_disc_real_5: 0.22975431382656097 (0.2156210933690486) | > loss_0: 2.3267767429351807 (2.3267692353414455) | > grad_norm_0: tensor(58.3815, device='cuda:0') (tensor(13.4394, device='cuda:0')) | > loss_gen: 2.553417444229126 (2.527154529872147) | > loss_kl: 1.8812949657440186 (1.8364150284425071) | > loss_feat: 7.010837078094482 (7.258351240469062) | > loss_mel: 18.072566986083984 (18.62941227788511) | > loss_duration: 2.0934648513793945 (2.055752775591352) | > loss_1: 31.61157989501953 (32.30708589761154) | > grad_norm_1: tensor(200.9276, device='cuda:0') (tensor(149.9470, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.377 (0.37125287237374677) | > loader_time: 0.0043 (0.003926519466483074)  --> TIME: 2024-06-11 03:52:02 -- STEP: 209/330 -- GLOBAL_STEP: 184900 | > loss_disc: 2.5621726512908936 (2.3264597945236134) | > loss_disc_real_0: 0.11238297820091248 (0.1141070193437298) | > loss_disc_real_1: 0.18996334075927734 (0.19819147849197022) | > loss_disc_real_2: 0.21249741315841675 (0.2148423046586616) | > loss_disc_real_3: 0.24022142589092255 (0.22658134911334116) | > loss_disc_real_4: 0.2384314239025116 (0.22318117078126332) | > loss_disc_real_5: 0.2036397010087967 (0.21610920231022906) | > loss_0: 2.5621726512908936 (2.3264597945236134) | > grad_norm_0: tensor(53.6470, device='cuda:0') (tensor(16.1002, device='cuda:0')) | > loss_gen: 2.3605592250823975 (2.537393125050375) | > loss_kl: 1.7282142639160156 (1.8382219766315662) | > loss_feat: 6.798612594604492 (7.306928169213984) | > loss_mel: 17.960487365722656 (18.590592252010364) | > loss_duration: 2.122929573059082 (2.06234272758356) | > loss_1: 30.970802307128906 (32.335478285283) | > grad_norm_1: tensor(101.8986, device='cuda:0') (tensor(181.2402, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.4024 (0.37461924781069234) | > loader_time: 0.0051 (0.0040292899574389295)  --> TIME: 2024-06-11 03:52:12 -- STEP: 234/330 -- GLOBAL_STEP: 184925 | > loss_disc: 2.3160958290100098 (2.327771406907302) | > loss_disc_real_0: 0.14489111304283142 (0.11509133095287868) | > loss_disc_real_1: 0.1796586513519287 (0.19845460234289494) | > loss_disc_real_2: 0.22236226499080658 (0.2150507904907577) | > loss_disc_real_3: 0.22652313113212585 (0.2270297080787838) | > loss_disc_real_4: 0.24888931214809418 (0.22314466886286044) | > loss_disc_real_5: 0.19082804024219513 (0.21587908936616704) | > loss_0: 2.3160958290100098 (2.327771406907302) | > grad_norm_0: tensor(33.8273, device='cuda:0') (tensor(18.9601, device='cuda:0')) | > loss_gen: 2.486790180206299 (2.540525540327414) | > loss_kl: 1.7172186374664307 (1.8383275657637506) | > loss_feat: 6.412516117095947 (7.295313900352543) | > loss_mel: 17.15514373779297 (18.54835042382917) | > loss_duration: 2.1455228328704834 (2.069928647615971) | > loss_1: 29.917190551757812 (32.29244611202142) | > grad_norm_1: tensor(191.6408, device='cuda:0') (tensor(203.1224, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.4201 (0.37856893865471214) | > loader_time: 0.0051 (0.004128926839583959)  --> TIME: 2024-06-11 03:52:23 -- STEP: 259/330 -- GLOBAL_STEP: 184950 | > loss_disc: 2.3959555625915527 (2.327818761000762) | > loss_disc_real_0: 0.21814435720443726 (0.11647005354748269) | > loss_disc_real_1: 0.1915469914674759 (0.1981986917584099) | > loss_disc_real_2: 0.21955712139606476 (0.21523746571945868) | > loss_disc_real_3: 0.2268361747264862 (0.2270810286510865) | > loss_disc_real_4: 0.23727457225322723 (0.22284481142248427) | > loss_disc_real_5: 0.239582821726799 (0.21558271521076736) | > loss_0: 2.3959555625915527 (2.327818761000762) | > grad_norm_0: tensor(58.3976, device='cuda:0') (tensor(22.4195, device='cuda:0')) | > loss_gen: 2.713768720626831 (2.5465912607185626) | > loss_kl: 1.9325975179672241 (1.8388232236663347) | > loss_feat: 7.250200271606445 (7.314521489456354) | > loss_mel: 18.129961013793945 (18.513799254958695) | > loss_duration: 2.1804256439208984 (2.077229036327495) | > loss_1: 32.20695495605469 (32.290964362243884) | > grad_norm_1: tensor(174.8263, device='cuda:0') (tensor(227.8896, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.4295 (0.38338377945211405) | > loader_time: 0.0054 (0.0042800166892268945)  --> TIME: 2024-06-11 03:52:35 -- STEP: 284/330 -- GLOBAL_STEP: 184975 | > loss_disc: 2.396730422973633 (2.3306527817752993) | > loss_disc_real_0: 0.14945057034492493 (0.11768155272158098) | > loss_disc_real_1: 0.20657581090927124 (0.19856592231023482) | > loss_disc_real_2: 0.24740804731845856 (0.21522358920372708) | > loss_disc_real_3: 0.26385530829429626 (0.2271067284467354) | > loss_disc_real_4: 0.2801561951637268 (0.22296716157399435) | > loss_disc_real_5: 0.2574431896209717 (0.2158191406600912) | > loss_0: 2.396730422973633 (2.3306527817752993) | > grad_norm_0: tensor(31.8938, device='cuda:0') (tensor(23.0860, device='cuda:0')) | > loss_gen: 2.642979145050049 (2.5437280703598337) | > loss_kl: 1.8773822784423828 (1.842988844908459) | > loss_feat: 6.986161708831787 (7.312382231295948) | > loss_mel: 17.692386627197266 (18.448785130406772) | > loss_duration: 2.181363582611084 (2.0858268414584678) | > loss_1: 31.380273818969727 (32.23371118223164) | > grad_norm_1: tensor(361.2360, device='cuda:0') (tensor(237.6765, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.4648 (0.38874737981339574) | > loader_time: 0.0068 (0.004460443073595074)  --> TIME: 2024-06-11 03:52:47 -- STEP: 309/330 -- GLOBAL_STEP: 185000 | > loss_disc: 2.3564682006835938 (2.3316453267069686) | > loss_disc_real_0: 0.1728033423423767 (0.11849419953464305) | > loss_disc_real_1: 0.19928433001041412 (0.19884893978105014) | > loss_disc_real_2: 0.21433807909488678 (0.2152669703208127) | > loss_disc_real_3: 0.22988954186439514 (0.2269089847417325) | > loss_disc_real_4: 0.21271371841430664 (0.22273243240361074) | > loss_disc_real_5: 0.20407895743846893 (0.215593978666179) | > loss_0: 2.3564682006835938 (2.3316453267069686) | > grad_norm_0: tensor(22.8783, device='cuda:0') (tensor(23.0869, device='cuda:0')) | > loss_gen: 2.442518711090088 (2.5374353024566063) | > loss_kl: 1.7934380769729614 (1.8441226004011038) | > loss_feat: 6.806792736053467 (7.317315260569255) | > loss_mel: 17.083419799804688 (18.403218766246415) | > loss_duration: 2.2562334537506104 (2.0966460886125033) | > loss_1: 30.382402420043945 (32.19873804876333) | > grad_norm_1: tensor(87.1257, device='cuda:0') (tensor(240.3401, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.4934 (0.3958484516946244) | > loader_time: 0.0068 (0.004661940448106684) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_185000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.258394479751587 (2.258394479751587) | > loss_disc_real_0: 0.12635383009910583 (0.12635383009910583) | > loss_disc_real_1: 0.13199682533740997 (0.13199682533740997) | > loss_disc_real_2: 0.12219981104135513 (0.12219981104135513) | > loss_disc_real_3: 0.2372698336839676 (0.2372698336839676) | > loss_disc_real_4: 0.24583105742931366 (0.24583105742931366) | > loss_disc_real_5: 0.29199105501174927 (0.29199105501174927) | > loss_0: 2.258394479751587 (2.258394479751587) | > loss_gen: 2.5010128021240234 (2.5010128021240234) | > loss_kl: 1.2067155838012695 (1.2067155838012695) | > loss_feat: 8.080517768859863 (8.080517768859863) | > loss_mel: 17.375228881835938 (17.375228881835938) | > loss_duration: 2.8123109340667725 (2.8123109340667725) | > loss_1: 31.975786209106445 (31.975786209106445)  --> STEP: 1 | > loss_disc: 2.594254493713379 (2.594254493713379) | > loss_disc_real_0: 0.05503178387880325 (0.05503178387880325) | > loss_disc_real_1: 0.2557544708251953 (0.2557544708251953) | > loss_disc_real_2: 0.23511290550231934 (0.23511290550231934) | > loss_disc_real_3: 0.36938729882240295 (0.36938729882240295) | > loss_disc_real_4: 0.3443986475467682 (0.3443986475467682) | > loss_disc_real_5: 0.3513023257255554 (0.3513023257255554) | > loss_0: 2.594254493713379 (2.594254493713379) | > loss_gen: 2.5184884071350098 (2.5184884071350098) | > loss_kl: 2.948096752166748 (2.948096752166748) | > loss_feat: 6.905364990234375 (6.905364990234375) | > loss_mel: 19.75475311279297 (19.75475311279297) | > loss_duration: 2.4016761779785156 (2.4016761779785156) | > loss_1: 34.52838134765625 (34.52838134765625)  --> STEP: 2 | > loss_disc: 2.5234172344207764 (2.5588358640670776) | > loss_disc_real_0: 0.08148309588432312 (0.06825743988156319) | > loss_disc_real_1: 0.2127533107995987 (0.234253890812397) | > loss_disc_real_2: 0.19850648939609528 (0.2168096974492073) | > loss_disc_real_3: 0.3545493185520172 (0.3619683086872101) | > loss_disc_real_4: 0.293855756521225 (0.3191272020339966) | > loss_disc_real_5: 0.4393638074398041 (0.39533306658267975) | > loss_0: 2.5234172344207764 (2.5588358640670776) | > loss_gen: 2.5214643478393555 (2.5199763774871826) | > loss_kl: 1.9929075241088867 (2.4705021381378174) | > loss_feat: 6.984429359436035 (6.944897174835205) | > loss_mel: 19.94867515563965 (19.85171413421631) | > loss_duration: 2.4526004791259766 (2.427138328552246) | > loss_1: 33.90007781982422 (34.214229583740234)  --> STEP: 3 | > loss_disc: 2.354113817214966 (2.4905951817830405) | > loss_disc_real_0: 0.12986043095588684 (0.08879177023967107) | > loss_disc_real_1: 0.15995149314403534 (0.20948642492294312) | > loss_disc_real_2: 0.19745029509067535 (0.21035656332969666) | > loss_disc_real_3: 0.23868463933467865 (0.32087375223636627) | > loss_disc_real_4: 0.24951554834842682 (0.29592331747214) | > loss_disc_real_5: 0.32458293437957764 (0.3717496891816457) | > loss_0: 2.354113817214966 (2.4905951817830405) | > loss_gen: 2.618729829788208 (2.552894194920858) | > loss_kl: 2.847886800765991 (2.596297025680542) | > loss_feat: 6.050292015075684 (6.646695454915364) | > loss_mel: 18.269269943237305 (19.32423273722331) | > loss_duration: 2.241401195526123 (2.3652259508768716) | > loss_1: 32.02758026123047 (33.48534647623698)  --> STEP: 4 | > loss_disc: 2.2551374435424805 (2.4317307472229004) | > loss_disc_real_0: 0.043060094118118286 (0.07735885120928288) | > loss_disc_real_1: 0.21081072092056274 (0.20981749892234802) | > loss_disc_real_2: 0.17004399001598358 (0.2002784200012684) | > loss_disc_real_3: 0.2589823007583618 (0.30540088936686516) | > loss_disc_real_4: 0.16086164116859436 (0.2621578983962536) | > loss_disc_real_5: 0.17622117698192596 (0.3228675611317158) | > loss_0: 2.2551374435424805 (2.4317307472229004) | > loss_gen: 2.318075180053711 (2.494189441204071) | > loss_kl: 3.040363311767578 (2.707313597202301) | > loss_feat: 7.029716968536377 (6.742450833320618) | > loss_mel: 16.79720115661621 (18.692474842071533) | > loss_duration: 2.2675960063934326 (2.340818464756012) | > loss_1: 31.452951431274414 (32.97724771499634)  --> STEP: 5 | > loss_disc: 2.1503305435180664 (2.3754507064819337) | > loss_disc_real_0: 0.1474100947380066 (0.09136909991502762) | > loss_disc_real_1: 0.243078351020813 (0.216469669342041) | > loss_disc_real_2: 0.20915691554546356 (0.20205411911010743) | > loss_disc_real_3: 0.2986791431903839 (0.3040565401315689) | > loss_disc_real_4: 0.20381475985050201 (0.25048927068710325) | > loss_disc_real_5: 0.2086048126220703 (0.3000150114297867) | > loss_0: 2.1503305435180664 (2.3754507064819337) | > loss_gen: 2.9280548095703125 (2.5809625148773194) | > loss_kl: 1.8872857093811035 (2.5433080196380615) | > loss_feat: 6.889434337615967 (6.771847534179687) | > loss_mel: 20.948373794555664 (19.14365463256836) | > loss_duration: 2.325425148010254 (2.3377398014068604) | > loss_1: 34.978572845458984 (33.377512741088864)  --> STEP: 6 | > loss_disc: 2.161543846130371 (2.3397995630900064) | > loss_disc_real_0: 0.08034507930278778 (0.08953176314632098) | > loss_disc_real_1: 0.19163143634796143 (0.21232996384302774) | > loss_disc_real_2: 0.17962513864040375 (0.19831595569849014) | > loss_disc_real_3: 0.304902583360672 (0.3041975473364194) | > loss_disc_real_4: 0.2687123417854309 (0.2535264492034912) | > loss_disc_real_5: 0.22941520810127258 (0.288248377541701) | > loss_0: 2.161543846130371 (2.3397995630900064) | > loss_gen: 2.803333044052124 (2.6180242697397866) | > loss_kl: 2.3186676502227783 (2.5058679580688477) | > loss_feat: 7.2687668800354 (6.85466742515564) | > loss_mel: 19.370180130004883 (19.181408882141113) | > loss_duration: 2.168659210205078 (2.30955970287323) | > loss_1: 33.92960739135742 (33.46952851613363)  --> STEP: 7 | > loss_disc: 2.352084159851074 (2.341554505484445) | > loss_disc_real_0: 0.17055729031562805 (0.101106838456222) | > loss_disc_real_1: 0.1833602339029312 (0.20819143099444254) | > loss_disc_real_2: 0.24703827500343323 (0.20527628702776773) | > loss_disc_real_3: 0.32626745104789734 (0.3073503907237734) | > loss_disc_real_4: 0.29694607853889465 (0.2597292533942631) | > loss_disc_real_5: 0.35040467977523804 (0.29712784928934916) | > loss_0: 2.352084159851074 (2.341554505484445) | > loss_gen: 2.932231903076172 (2.6629110745021274) | > loss_kl: 3.1551082134246826 (2.598616565976824) | > loss_feat: 7.97787618637085 (7.015125819614956) | > loss_mel: 18.641881942749023 (19.1043336050851) | > loss_duration: 2.5012316703796387 (2.3369414125170027) | > loss_1: 35.20833206176758 (33.71792902265276)  --> STEP: 8 | > loss_disc: 2.3543319702148438 (2.3431516885757446) | > loss_disc_real_0: 0.11627407371997833 (0.10300274286419153) | > loss_disc_real_1: 0.17780032753944397 (0.2043925430625677) | > loss_disc_real_2: 0.24041076004505157 (0.2096680961549282) | > loss_disc_real_3: 0.31461676955223083 (0.3082586880773306) | > loss_disc_real_4: 0.318217396736145 (0.26704027131199837) | > loss_disc_real_5: 0.3368685841560364 (0.30209544114768505) | > loss_0: 2.3543319702148438 (2.3431516885757446) | > loss_gen: 2.9943771362304688 (2.70434433221817) | > loss_kl: 2.4473462104797363 (2.579707771539688) | > loss_feat: 8.56496524810791 (7.208855748176575) | > loss_mel: 20.648303985595703 (19.297329902648926) | > loss_duration: 2.2171783447265625 (2.3219710290431976) | > loss_1: 36.872169494628906 (34.11220908164978)  --> STEP: 9 | > loss_disc: 2.2361462116241455 (2.331262191136678) | > loss_disc_real_0: 0.14183086156845093 (0.10731697827577591) | > loss_disc_real_1: 0.16428959369659424 (0.19993665979968178) | > loss_disc_real_2: 0.22122058272361755 (0.21095170577367148) | > loss_disc_real_3: 0.29739901423454285 (0.30705205765035415) | > loss_disc_real_4: 0.19664137065410614 (0.25921817123889923) | > loss_disc_real_5: 0.2268480360507965 (0.2937346183591419) | > loss_0: 2.2361462116241455 (2.331262191136678) | > loss_gen: 2.666116952896118 (2.700096845626831) | > loss_kl: 2.2764782905578613 (2.5460156069861517) | > loss_feat: 9.92127513885498 (7.5102356804741754) | > loss_mel: 20.012855529785156 (19.376832750108505) | > loss_duration: 2.111757278442383 (2.298613945643107) | > loss_1: 36.988487243652344 (34.43179554409451)  --> STEP: 10 | > loss_disc: 2.6592750549316406 (2.3640634775161744) | > loss_disc_real_0: 0.12608224153518677 (0.10919350460171699) | > loss_disc_real_1: 0.24353180825710297 (0.20429617464542388) | > loss_disc_real_2: 0.26527267694473267 (0.21638380289077758) | > loss_disc_real_3: 0.3125370740890503 (0.3076005592942238) | > loss_disc_real_4: 0.28462401032447815 (0.2617587551474571) | > loss_disc_real_5: 0.4066518545150757 (0.30502634197473527) | > loss_0: 2.6592750549316406 (2.3640634775161744) | > loss_gen: 2.520742177963257 (2.6821613788604735) | > loss_kl: 2.019744634628296 (2.4933885097503663) | > loss_feat: 5.579679489135742 (7.317180061340332) | > loss_mel: 17.847957611083984 (19.223945236206056) | > loss_duration: 2.3313863277435303 (2.3018911838531495) | > loss_1: 30.299510955810547 (34.01856708526611)  --> STEP: 11 | > loss_disc: 2.4749538898468018 (2.374144424091686) | > loss_disc_real_0: 0.08652640879154205 (0.10713285952806473) | > loss_disc_real_1: 0.18564708530902863 (0.20260080288756976) | > loss_disc_real_2: 0.20653240382671356 (0.21548822115768085) | > loss_disc_real_3: 0.2844966948032379 (0.30550020797686145) | > loss_disc_real_4: 0.21447846293449402 (0.25746054676446045) | > loss_disc_real_5: 0.1556028425693512 (0.29144238748333673) | > loss_0: 2.4749538898468018 (2.374144424091686) | > loss_gen: 2.0534355640411377 (2.6250044866041704) | > loss_kl: 3.2096827030181885 (2.5585061636838047) | > loss_feat: 5.902357578277588 (7.1885598356073555) | > loss_mel: 17.42780303955078 (19.060659581964668) | > loss_duration: 2.3910109996795654 (2.3099929852919145) | > loss_1: 30.984291076660156 (33.742723811756484)  --> STEP: 12 | > loss_disc: 2.330627918243408 (2.3705180486043296) | > loss_disc_real_0: 0.07094677537679672 (0.10411735251545906) | > loss_disc_real_1: 0.21910816431045532 (0.2039764163394769) | > loss_disc_real_2: 0.1923072785139084 (0.21355647593736649) | > loss_disc_real_3: 0.23264797031879425 (0.2994291881720225) | > loss_disc_real_4: 0.2656428813934326 (0.25814240798354143) | > loss_disc_real_5: 0.2202836275100708 (0.2855124908188979) | > loss_0: 2.330627918243408 (2.3705180486043296) | > loss_gen: 2.319861650466919 (2.599575916926066) | > loss_kl: 2.2211294174194336 (2.53039143482844) | > loss_feat: 6.469769477844238 (7.128660639127095) | > loss_mel: 18.128910064697266 (18.98301378885905) | > loss_duration: 2.2005648612976074 (2.3008739749590554) | > loss_1: 31.34023666381836 (33.542516549428306)  --> STEP: 13 | > loss_disc: 2.6080265045166016 (2.3887879298283505) | > loss_disc_real_0: 0.10504020750522614 (0.10418834136082576) | > loss_disc_real_1: 0.25072571635246277 (0.20757251634047583) | > loss_disc_real_2: 0.2534119784832001 (0.21662228382550752) | > loss_disc_real_3: 0.3129323720932007 (0.30046789462749773) | > loss_disc_real_4: 0.3058985769748688 (0.26181595944441277) | > loss_disc_real_5: 0.3492072522640228 (0.29041208785313827) | > loss_0: 2.6080265045166016 (2.3887879298283505) | > loss_gen: 2.610032081604004 (2.6003802372859073) | > loss_kl: 2.341602325439453 (2.515869195644672) | > loss_feat: 6.583527565002441 (7.086727325732891) | > loss_mel: 17.51866912841797 (18.870371891902042) | > loss_duration: 2.1441707611083984 (2.288819881585928) | > loss_1: 31.197999954223633 (33.362169119027946)  --> STEP: 14 | > loss_disc: 2.2443509101867676 (2.3784709998539517) | > loss_disc_real_0: 0.11174309998750687 (0.10472796697701726) | > loss_disc_real_1: 0.20279157161712646 (0.207231020288808) | > loss_disc_real_2: 0.17387299239635468 (0.21356876300913946) | > loss_disc_real_3: 0.26975882053375244 (0.2982743893350874) | > loss_disc_real_4: 0.2246101051568985 (0.25915839842387606) | > loss_disc_real_5: 0.19459615647792816 (0.28356809275490896) | > loss_0: 2.2443509101867676 (2.3784709998539517) | > loss_gen: 2.4252936840057373 (2.5878740549087524) | > loss_kl: 2.9546151161193848 (2.5472081899642944) | > loss_feat: 7.970724105834961 (7.149869952883039) | > loss_mel: 20.700298309326172 (19.001080921718053) | > loss_duration: 2.3323211669921875 (2.2919271162578037) | > loss_1: 36.38325119018555 (33.577960695539204)  --> STEP: 15 | > loss_disc: 2.437577486038208 (2.3824114322662355) | > loss_disc_real_0: 0.12845304608345032 (0.10630963891744613) | > loss_disc_real_1: 0.1780448704957962 (0.20528527696927387) | > loss_disc_real_2: 0.16984643042087555 (0.21065394083658853) | > loss_disc_real_3: 0.2798902094364166 (0.29704877734184265) | > loss_disc_real_4: 0.22638601064682007 (0.2569735725720723) | > loss_disc_real_5: 0.24127919971942902 (0.2807488332192103) | > loss_0: 2.437577486038208 (2.3824114322662355) | > loss_gen: 2.2756247520446777 (2.5670574347178143) | > loss_kl: 2.986110210418701 (2.576468324661255) | > loss_feat: 6.402037620544434 (7.100014464060465) | > loss_mel: 18.672597885131836 (18.979182052612305) | > loss_duration: 2.361339569091797 (2.296554613113403) | > loss_1: 32.69770812988281 (33.51927719116211)  --> STEP: 16 | > loss_disc: 2.4836134910583496 (2.3887365609407425) | > loss_disc_real_0: 0.12865757942199707 (0.10770638519898057) | > loss_disc_real_1: 0.16604451835155487 (0.20283272955566645) | > loss_disc_real_2: 0.18930667638778687 (0.20931973680853844) | > loss_disc_real_3: 0.2363148033618927 (0.2932529039680958) | > loss_disc_real_4: 0.20655500888824463 (0.2538224123418331) | > loss_disc_real_5: 0.17566744983196259 (0.2741812467575073) | > loss_0: 2.4836134910583496 (2.3887365609407425) | > loss_gen: 2.124359369277954 (2.539388805627823) | > loss_kl: 2.359253168106079 (2.5628923773765564) | > loss_feat: 7.200007438659668 (7.106264024972916) | > loss_mel: 17.487436294555664 (18.885947942733765) | > loss_duration: 2.3068528175354004 (2.297198250889778) | > loss_1: 31.477907180786133 (33.39169156551361)  --> STEP: 17 | > loss_disc: 2.1992242336273193 (2.3775887769811295) | > loss_disc_real_0: 0.13394536077976227 (0.10924985435079126) | > loss_disc_real_1: 0.17226077616214752 (0.20103437935604768) | > loss_disc_real_2: 0.22352567315101624 (0.21015538012280183) | > loss_disc_real_3: 0.29893070459365845 (0.2935868922401877) | > loss_disc_real_4: 0.27348434925079346 (0.2549789968658896) | > loss_disc_real_5: 0.29414159059524536 (0.27535538463031545) | > loss_0: 2.1992242336273193 (2.3775887769811295) | > loss_gen: 2.8852999210357666 (2.5597365182988785) | > loss_kl: 1.9804234504699707 (2.5286294993232277) | > loss_feat: 6.703474521636963 (7.082570524776683) | > loss_mel: 17.480369567871094 (18.80326686185949) | > loss_duration: 2.384921073913574 (2.3023584169500015) | > loss_1: 31.434490203857422 (33.27656207365148)  --> STEP: 18 | > loss_disc: 2.0554769039154053 (2.3596936729219227) | > loss_disc_real_0: 0.07830632477998734 (0.10753076937463549) | > loss_disc_real_1: 0.15643097460269928 (0.1985564124253061) | > loss_disc_real_2: 0.17824704945087433 (0.20838269508547252) | > loss_disc_real_3: 0.19241254031658173 (0.2879660949110985) | > loss_disc_real_4: 0.16576023399829865 (0.25002239892880124) | > loss_disc_real_5: 0.13983382284641266 (0.2678264089756542) | > loss_0: 2.0554769039154053 (2.3596936729219227) | > loss_gen: 2.3823959827423096 (2.5498842663235135) | > loss_kl: 3.224583387374878 (2.5672936042149863) | > loss_feat: 8.70641803741455 (7.1727842754787865) | > loss_mel: 21.375890731811523 (18.94619041019016) | > loss_duration: 2.197667121887207 (2.2965422338909574) | > loss_1: 37.88695526123047 (33.53269502851698)  --> STEP: 19 | > loss_disc: 2.4465126991271973 (2.364263095353779) | > loss_disc_real_0: 0.08504095673561096 (0.10634709502521314) | > loss_disc_real_1: 0.15165582299232483 (0.19608796034988604) | > loss_disc_real_2: 0.2075449675321579 (0.20833860416161387) | > loss_disc_real_3: 0.21088656783103943 (0.28390927769635854) | > loss_disc_real_4: 0.21505676209926605 (0.24818210225356252) | > loss_disc_real_5: 0.21071960031986237 (0.26482078746745463) | > loss_0: 2.4465126991271973 (2.364263095353779) | > loss_gen: 1.9752840995788574 (2.519642152284321) | > loss_kl: 1.7512702941894531 (2.5243450089504846) | > loss_feat: 6.642123222351074 (7.144854746366802) | > loss_mel: 17.490962982177734 (18.869599492926348) | > loss_duration: 2.28436279296875 (2.295901210684525) | > loss_1: 30.144004821777344 (33.35434291237279)  --> STEP: 20 | > loss_disc: 2.4928996562957764 (2.3706949234008787) | > loss_disc_real_0: 0.1354876160621643 (0.1078041210770607) | > loss_disc_real_1: 0.17016296088695526 (0.1947917103767395) | > loss_disc_real_2: 0.24992704391479492 (0.2104180261492729) | > loss_disc_real_3: 0.28717073798179626 (0.2840723507106304) | > loss_disc_real_4: 0.3387591540813446 (0.25271095484495165) | > loss_disc_real_5: 0.38409560918807983 (0.2707845285534859) | > loss_0: 2.4928996562957764 (2.3706949234008787) | > loss_gen: 2.7705867290496826 (2.5321893811225893) | > loss_kl: 2.2261836528778076 (2.509436941146851) | > loss_feat: 7.290623664855957 (7.15214319229126) | > loss_mel: 18.931716918945312 (18.872705364227294) | > loss_duration: 2.3112058639526367 (2.2966664433479305) | > loss_1: 33.53031539916992 (33.363141536712654)  --> STEP: 21 | > loss_disc: 2.552316665649414 (2.3793435777936662) | > loss_disc_real_0: 0.10316596925258636 (0.10758325670446668) | > loss_disc_real_1: 0.23449689149856567 (0.19668243328730264) | > loss_disc_real_2: 0.2262933850288391 (0.21117399561972844) | > loss_disc_real_3: 0.2886906564235687 (0.28429227003029417) | > loss_disc_real_4: 0.2831561863422394 (0.2541607277733939) | > loss_disc_real_5: 0.2946246564388275 (0.27191977273850215) | > loss_0: 2.552316665649414 (2.3793435777936662) | > loss_gen: 2.3893203735351562 (2.525386095046997) | > loss_kl: 1.9747909307479858 (2.4839776073183337) | > loss_feat: 4.764737606048584 (7.03845721199399) | > loss_mel: 13.909390449523926 (18.636357034955704) | > loss_duration: 2.122065544128418 (2.288352114813668) | > loss_1: 25.16030502319336 (32.972530274164114)  --> STEP: 22 | > loss_disc: 2.322643280029297 (2.3767662915316494) | > loss_disc_real_0: 0.08034537732601166 (0.10634517127817328) | > loss_disc_real_1: 0.15271125733852386 (0.19468374347144907) | > loss_disc_real_2: 0.24540551006793976 (0.2127299735491926) | > loss_disc_real_3: 0.2159160077571869 (0.28118425810878933) | > loss_disc_real_4: 0.2506728768348694 (0.25400218909437) | > loss_disc_real_5: 0.24540556967258453 (0.27071458169005136) | > loss_0: 2.322643280029297 (2.3767662915316494) | > loss_gen: 2.5713698863983154 (2.527476267381148) | > loss_kl: 2.265275239944458 (2.474036590619521) | > loss_feat: 8.32186508178711 (7.096793933348223) | > loss_mel: 19.991222381591797 (18.697941823439162) | > loss_duration: 2.165454626083374 (2.2827658653259273) | > loss_1: 35.315185546875 (33.07901460474188)  --> STEP: 23 | > loss_disc: 2.327965259552002 (2.374644507532534) | > loss_disc_real_0: 0.1631387174129486 (0.10881445589272873) | > loss_disc_real_1: 0.17169708013534546 (0.1936843233264011) | > loss_disc_real_2: 0.18061240017414093 (0.2113335573154947) | > loss_disc_real_3: 0.37367120385169983 (0.2852054296628289) | > loss_disc_real_4: 0.30056601762771606 (0.25602670337842853) | > loss_disc_real_5: 0.33468738198280334 (0.2734960077897362) | > loss_0: 2.327965259552002 (2.374644507532534) | > loss_gen: 2.914515733718872 (2.544304070265397) | > loss_kl: 2.142791509628296 (2.4596346305764247) | > loss_feat: 9.456171035766602 (7.199375546496848) | > loss_mel: 18.862642288208008 (18.70510271321172) | > loss_duration: 2.2778897285461426 (2.28255385937898) | > loss_1: 35.65401077270508 (33.19097095987071)  --> STEP: 24 | > loss_disc: 2.200852155685425 (2.3674031595389047) | > loss_disc_real_0: 0.15369760990142822 (0.11068458730975787) | > loss_disc_real_1: 0.17348618805408478 (0.19284273435672125) | > loss_disc_real_2: 0.25649070739746094 (0.21321510523557663) | > loss_disc_real_3: 0.30536115169525146 (0.28604525141417986) | > loss_disc_real_4: 0.24307169020175934 (0.255486911162734) | > loss_disc_real_5: 0.25111910700798035 (0.27256363692382973) | > loss_0: 2.200852155685425 (2.3674031595389047) | > loss_gen: 2.9000346660614014 (2.559126178423564) | > loss_kl: 2.8539445400238037 (2.476064210136732) | > loss_feat: 7.473842620849609 (7.210811674594879) | > loss_mel: 17.617942810058594 (18.65980438391367) | > loss_duration: 2.4486114978790283 (2.289472927649815) | > loss_1: 33.294376373291016 (33.19527951876322)  --> STEP: 25 | > loss_disc: 2.353893756866455 (2.3668627834320066) | > loss_disc_real_0: 0.0957569032907486 (0.1100874799489975) | > loss_disc_real_1: 0.15584710240364075 (0.19136290907859801) | > loss_disc_real_2: 0.1654880940914154 (0.21130602478981017) | > loss_disc_real_3: 0.27920669317245483 (0.2857717090845109) | > loss_disc_real_4: 0.16797077655792236 (0.2519862657785415) | > loss_disc_real_5: 0.20879453420639038 (0.27001287281513214) | > loss_0: 2.353893756866455 (2.3668627834320066) | > loss_gen: 2.144758701324463 (2.5425514793396) | > loss_kl: 2.4847681522369385 (2.4764123678207404) | > loss_feat: 8.11169147491455 (7.246846866607666) | > loss_mel: 17.894350051879883 (18.62918621063232) | > loss_duration: 2.353076934814453 (2.292017087936401) | > loss_1: 32.9886474609375 (33.187014236450196)  --> STEP: 26 | > loss_disc: 2.338275909423828 (2.365763288277846) | > loss_disc_real_0: 0.07998539507389069 (0.10892970745380108) | > loss_disc_real_1: 0.15682236850261688 (0.1900344267487526) | > loss_disc_real_2: 0.1303306370973587 (0.20819158680163896) | > loss_disc_real_3: 0.24453814327716827 (0.28418580270730537) | > loss_disc_real_4: 0.1670476645231247 (0.248719396499487) | > loss_disc_real_5: 0.15552258491516113 (0.2656094002035948) | > loss_0: 2.338275909423828 (2.365763288277846) | > loss_gen: 2.153912305831909 (2.527603818820073) | > loss_kl: 2.406463384628296 (2.4737220223133387) | > loss_feat: 10.113363265991211 (7.357097497353187) | > loss_mel: 22.053213119506836 (18.760879553281338) | > loss_duration: 2.2727150917053223 (2.291274703465975) | > loss_1: 38.99966812133789 (33.41057784740742) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023626914391150842 (-8.436349722055255e-06) | > avg_loss_disc: 2.365763288277846 (+0.08979568114647529) | > avg_loss_disc_real_0: 0.10892970745380108 (-0.0022788264143925457) | > avg_loss_disc_real_1: 0.1900344267487526 (-0.018627452735717476) | > avg_loss_disc_real_2: 0.20819158680163896 (-0.015645822653403668) | > avg_loss_disc_real_3: 0.28418580270730537 (+0.04772053544337937) | > avg_loss_disc_real_4: 0.248719396499487 (+0.04458785085723943) | > avg_loss_disc_real_5: 0.2656094002035948 (+0.06688690558075905) | > avg_loss_0: 2.365763288277846 (+0.08979568114647529) | > avg_loss_gen: 2.527603818820073 (+0.05611766301668597) | > avg_loss_kl: 2.4737220223133387 (+0.017234215369592132) | > avg_loss_feat: 7.357097497353187 (-0.1728379909808826) | > avg_loss_mel: 18.760879553281338 (+0.2980869733370177) | > avg_loss_duration: 2.291274703465975 (+0.004239907631506057) | > avg_loss_1: 33.41057784740742 (+0.2028409517728207)  > EPOCH: 294/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:53:22)   --> TIME: 2024-06-11 03:53:25 -- STEP: 4/330 -- GLOBAL_STEP: 185025 | > loss_disc: 2.3046224117279053 (2.3241723775863647) | > loss_disc_real_0: 0.10425589233636856 (0.09312298148870468) | > loss_disc_real_1: 0.2038155198097229 (0.1981888711452484) | > loss_disc_real_2: 0.21852532029151917 (0.21799561008810997) | > loss_disc_real_3: 0.2248641699552536 (0.2485297992825508) | > loss_disc_real_4: 0.20660410821437836 (0.24358031898736954) | > loss_disc_real_5: 0.2091391235589981 (0.23435405641794205) | > loss_0: 2.3046224117279053 (2.3241723775863647) | > grad_norm_0: tensor(7.0934, device='cuda:0') (tensor(6.3241, device='cuda:0')) | > loss_gen: 2.3319590091705322 (2.467500329017639) | > loss_kl: 1.9242007732391357 (1.8041703701019287) | > loss_feat: 5.681675434112549 (6.665852308273315) | > loss_mel: 17.810556411743164 (18.87219476699829) | > loss_duration: 2.255312919616699 (2.259864628314972) | > loss_1: 30.003704071044922 (32.06958293914795) | > grad_norm_1: tensor(90.2784, device='cuda:0') (tensor(78.2315, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3739 (0.36113250255584717) | > loader_time: 0.0036 (0.0032254457473754883)  --> TIME: 2024-06-11 03:53:34 -- STEP: 29/330 -- GLOBAL_STEP: 185050 | > loss_disc: 2.3129372596740723 (2.30717526633164) | > loss_disc_real_0: 0.07959286123514175 (0.1039384243817165) | > loss_disc_real_1: 0.23640796542167664 (0.19845773074133644) | > loss_disc_real_2: 0.22596967220306396 (0.21470403722647963) | > loss_disc_real_3: 0.20066888630390167 (0.225094067639318) | > loss_disc_real_4: 0.21817068755626678 (0.22836603532577382) | > loss_disc_real_5: 0.2205059975385666 (0.21977083179457435) | > loss_0: 2.3129372596740723 (2.30717526633164) | > grad_norm_0: tensor(17.0792, device='cuda:0') (tensor(9.0410, device='cuda:0')) | > loss_gen: 2.470576763153076 (2.523324506036166) | > loss_kl: 1.8726712465286255 (1.8359863182594036) | > loss_feat: 7.146470546722412 (7.136039996969289) | > loss_mel: 18.430097579956055 (18.703321193826607) | > loss_duration: 2.0602293014526367 (2.0977778023686904) | > loss_1: 31.980045318603516 (32.29645012164937) | > grad_norm_1: tensor(182.5999, device='cuda:0') (tensor(116.5757, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3437 (0.35704650550053035) | > loader_time: 0.0034 (0.003356456756591797)  --> TIME: 2024-06-11 03:53:43 -- STEP: 54/330 -- GLOBAL_STEP: 185075 | > loss_disc: 2.224148750305176 (2.3165444047362715) | > loss_disc_real_0: 0.12263063341379166 (0.1086219856860461) | > loss_disc_real_1: 0.15786594152450562 (0.19834149573688153) | > loss_disc_real_2: 0.17361301183700562 (0.2132658185782256) | > loss_disc_real_3: 0.2130078375339508 (0.22645010164490453) | > loss_disc_real_4: 0.2005755603313446 (0.22509769488264014) | > loss_disc_real_5: 0.20179997384548187 (0.21743003361754948) | > loss_0: 2.224148750305176 (2.3165444047362715) | > grad_norm_0: tensor(6.7086, device='cuda:0') (tensor(10.7821, device='cuda:0')) | > loss_gen: 2.6370465755462646 (2.520177545370878) | > loss_kl: 2.050957679748535 (1.826141726087641) | > loss_feat: 7.5786848068237305 (7.20250544724641) | > loss_mel: 19.699296951293945 (18.698396788703064) | > loss_duration: 2.005635976791382 (2.0638481753843796) | > loss_1: 33.971622467041016 (32.311070018344445) | > grad_norm_1: tensor(302.7213, device='cuda:0') (tensor(145.6495, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3437 (0.35569455447020354) | > loader_time: 0.0042 (0.0034676613631071866)  --> TIME: 2024-06-11 03:53:52 -- STEP: 79/330 -- GLOBAL_STEP: 185100 | > loss_disc: 2.3925411701202393 (2.3074745890460435) | > loss_disc_real_0: 0.11195506155490875 (0.10790739576273327) | > loss_disc_real_1: 0.21761681139469147 (0.19906126717223394) | > loss_disc_real_2: 0.25019705295562744 (0.21231249408631386) | > loss_disc_real_3: 0.2408016473054886 (0.2244139104327069) | > loss_disc_real_4: 0.26496100425720215 (0.22453139043307002) | > loss_disc_real_5: 0.25143134593963623 (0.2168608155054382) | > loss_0: 2.3925411701202393 (2.3074745890460435) | > grad_norm_0: tensor(33.1213, device='cuda:0') (tensor(14.6084, device='cuda:0')) | > loss_gen: 2.4999964237213135 (2.537048928345305) | > loss_kl: 1.7879927158355713 (1.8324325024327146) | > loss_feat: 6.928189277648926 (7.296356659901293) | > loss_mel: 18.366788864135742 (18.650967320309405) | > loss_duration: 1.9917116165161133 (2.050675051121772) | > loss_1: 31.574676513671875 (32.36748067638541) | > grad_norm_1: tensor(336.4303, device='cuda:0') (tensor(197.3070, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3619 (0.3573628980902177) | > loader_time: 0.004 (0.0035729589341562005)  --> TIME: 2024-06-11 03:54:01 -- STEP: 104/330 -- GLOBAL_STEP: 185125 | > loss_disc: 2.421771287918091 (2.3107798122442698) | > loss_disc_real_0: 0.1882886439561844 (0.11020538389969331) | > loss_disc_real_1: 0.18489617109298706 (0.19811198258629212) | > loss_disc_real_2: 0.22374355792999268 (0.21216644962819722) | > loss_disc_real_3: 0.23486296832561493 (0.22507240250706673) | > loss_disc_real_4: 0.2416551262140274 (0.22491327544244435) | > loss_disc_real_5: 0.23737762868404388 (0.21695922845258162) | > loss_0: 2.421771287918091 (2.3107798122442698) | > grad_norm_0: tensor(15.5086, device='cuda:0') (tensor(15.9363, device='cuda:0')) | > loss_gen: 2.4990768432617188 (2.5395005666292625) | > loss_kl: 1.9816923141479492 (1.8300504352037723) | > loss_feat: 7.049371719360352 (7.303877193194169) | > loss_mel: 19.69291114807129 (18.63945467655474) | > loss_duration: 2.1034255027770996 (2.0493431790516934) | > loss_1: 33.32647705078125 (32.36222626612735) | > grad_norm_1: tensor(79.1479, device='cuda:0') (tensor(205.2642, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3631 (0.3585781959386972) | > loader_time: 0.0038 (0.0036610066890716553)  --> TIME: 2024-06-11 03:54:11 -- STEP: 129/330 -- GLOBAL_STEP: 185150 | > loss_disc: 2.236837148666382 (2.3134715427723975) | > loss_disc_real_0: 0.09396904706954956 (0.11068640851466231) | > loss_disc_real_1: 0.207218199968338 (0.19912014647509702) | > loss_disc_real_2: 0.18562911450862885 (0.21240659658760988) | > loss_disc_real_3: 0.19814345240592957 (0.2257413659677949) | > loss_disc_real_4: 0.21896807849407196 (0.2242989738782247) | > loss_disc_real_5: 0.23857949674129486 (0.21661838103634443) | > loss_0: 2.236837148666382 (2.3134715427723975) | > grad_norm_0: tensor(6.3993, device='cuda:0') (tensor(15.9240, device='cuda:0')) | > loss_gen: 2.5634095668792725 (2.535359231076499) | > loss_kl: 1.6434516906738281 (1.8334210491919702) | > loss_feat: 7.501649379730225 (7.300557561623034) | > loss_mel: 18.959665298461914 (18.614365540733623) | > loss_duration: 2.0180675983428955 (2.048364060793736) | > loss_1: 32.68624496459961 (32.33206763748048) | > grad_norm_1: tensor(87.7950, device='cuda:0') (tensor(208.2699, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3764 (0.36112075628236284) | > loader_time: 0.0049 (0.003757465717404388)  --> TIME: 2024-06-11 03:54:20 -- STEP: 154/330 -- GLOBAL_STEP: 185175 | > loss_disc: 2.314343214035034 (2.3143880274388713) | > loss_disc_real_0: 0.13841328024864197 (0.11145480862492091) | > loss_disc_real_1: 0.21317796409130096 (0.1987849477823678) | > loss_disc_real_2: 0.20124505460262299 (0.21271577661300634) | > loss_disc_real_3: 0.21216686069965363 (0.2254338777297503) | > loss_disc_real_4: 0.26064977049827576 (0.2246130048841625) | > loss_disc_real_5: 0.22981955111026764 (0.2159309792634729) | > loss_0: 2.314343214035034 (2.3143880274388713) | > grad_norm_0: tensor(48.3274, device='cuda:0') (tensor(17.6905, device='cuda:0')) | > loss_gen: 2.593806505203247 (2.538521071533103) | > loss_kl: 1.91151762008667 (1.8307400608991649) | > loss_feat: 7.169416904449463 (7.3028627587603285) | > loss_mel: 17.804101943969727 (18.61565726143973) | > loss_duration: 2.05128812789917 (2.049608499198764) | > loss_1: 31.530132293701172 (32.33738992121309) | > grad_norm_1: tensor(334.7861, device='cuda:0') (tensor(222.5158, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3933 (0.3640856928639597) | > loader_time: 0.004 (0.003857146609913219)  --> TIME: 2024-06-11 03:54:30 -- STEP: 179/330 -- GLOBAL_STEP: 185200 | > loss_disc: 2.4641904830932617 (2.3157152024061323) | > loss_disc_real_0: 0.16898414492607117 (0.11248295150655607) | > loss_disc_real_1: 0.19273026287555695 (0.19870021930952975) | > loss_disc_real_2: 0.20016220211982727 (0.21303845517462192) | > loss_disc_real_3: 0.2495054304599762 (0.22636758415392658) | > loss_disc_real_4: 0.24021731317043304 (0.2237664245526884) | > loss_disc_real_5: 0.24367567896842957 (0.21612747538023158) | > loss_0: 2.4641904830932617 (2.3157152024061323) | > grad_norm_0: tensor(47.2872, device='cuda:0') (tensor(19.7093, device='cuda:0')) | > loss_gen: 2.612041711807251 (2.5463896050799484) | > loss_kl: 1.757148265838623 (1.830333310132586) | > loss_feat: 7.729803562164307 (7.317342744859237) | > loss_mel: 18.563188552856445 (18.596283704874896) | > loss_duration: 2.0886518955230713 (2.054247579761057) | > loss_1: 32.75083541870117 (32.344597171804715) | > grad_norm_1: tensor(371.1156, device='cuda:0') (tensor(239.1682, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.3852 (0.3674436814292183) | > loader_time: 0.0052 (0.0039887428283691415)  --> TIME: 2024-06-11 03:54:40 -- STEP: 204/330 -- GLOBAL_STEP: 185225 | > loss_disc: 2.3386032581329346 (2.3154936701643707) | > loss_disc_real_0: 0.10634760558605194 (0.11222570688993323) | > loss_disc_real_1: 0.23837052285671234 (0.1987555917060258) | > loss_disc_real_2: 0.2316751778125763 (0.21350720860794478) | > loss_disc_real_3: 0.2545391023159027 (0.2263666525775311) | > loss_disc_real_4: 0.24081771075725555 (0.22460240578534557) | > loss_disc_real_5: 0.19564101099967957 (0.2160987623912447) | > loss_0: 2.3386032581329346 (2.3154936701643707) | > grad_norm_0: tensor(12.2982, device='cuda:0') (tensor(20.5306, device='cuda:0')) | > loss_gen: 2.523829936981201 (2.557457108123628) | > loss_kl: 1.9825674295425415 (1.832191613959331) | > loss_feat: 8.659991264343262 (7.358018372573104) | > loss_mel: 18.939617156982422 (18.576352409287992) | > loss_duration: 2.0451996326446533 (2.0609169783545473) | > loss_1: 34.151206970214844 (32.3849366973428) | > grad_norm_1: tensor(258.5310, device='cuda:0') (tensor(249.9903, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.4117 (0.3715078819031809) | > loader_time: 0.0054 (0.004118123475243064)  --> TIME: 2024-06-11 03:54:51 -- STEP: 229/330 -- GLOBAL_STEP: 185250 | > loss_disc: 2.3463823795318604 (2.3160449396574876) | > loss_disc_real_0: 0.10061989724636078 (0.11239692510215477) | > loss_disc_real_1: 0.16331203281879425 (0.19912776080932157) | > loss_disc_real_2: 0.18373902142047882 (0.21360535086762958) | > loss_disc_real_3: 0.22283053398132324 (0.22611002715133682) | > loss_disc_real_4: 0.22750519216060638 (0.22390791559063192) | > loss_disc_real_5: 0.2330038845539093 (0.21587210652869865) | > loss_0: 2.3463823795318604 (2.3160449396574876) | > grad_norm_0: tensor(29.7251, device='cuda:0') (tensor(21.1789, device='cuda:0')) | > loss_gen: 2.4498331546783447 (2.5561469975517292) | > loss_kl: 1.9584856033325195 (1.8359539399501017) | > loss_feat: 7.073588848114014 (7.352591037750244) | > loss_mel: 18.608768463134766 (18.52621524927398) | > loss_duration: 2.1456995010375977 (2.0681546728683866) | > loss_1: 32.23637390136719 (32.33906209520897) | > grad_norm_1: tensor(134.5282, device='cuda:0') (tensor(256.4265, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.4146 (0.37519697435037536) | > loader_time: 0.0054 (0.004249594617618744)  --> TIME: 2024-06-11 03:55:02 -- STEP: 254/330 -- GLOBAL_STEP: 185275 | > loss_disc: 2.281254529953003 (2.318149857633697) | > loss_disc_real_0: 0.10843046754598618 (0.11313096307746069) | > loss_disc_real_1: 0.16380581259727478 (0.19894976881662688) | > loss_disc_real_2: 0.21150514483451843 (0.2135861735996299) | > loss_disc_real_3: 0.2167152613401413 (0.22659695975658461) | > loss_disc_real_4: 0.23116250336170197 (0.22456433207500637) | > loss_disc_real_5: 0.23699545860290527 (0.21634987131582473) | > loss_0: 2.281254529953003 (2.318149857633697) | > grad_norm_0: tensor(46.0109, device='cuda:0') (tensor(22.2988, device='cuda:0')) | > loss_gen: 2.50643253326416 (2.5535972409360976) | > loss_kl: 1.82497239112854 (1.834842063779906) | > loss_feat: 8.4183349609375 (7.340736775886356) | > loss_mel: 18.100854873657227 (18.477063456858243) | > loss_duration: 2.0885586738586426 (2.074297129169224) | > loss_1: 32.939151763916016 (32.28053680930549) | > grad_norm_1: tensor(373.0434, device='cuda:0') (tensor(267.9420, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.4393 (0.3806432269689605) | > loader_time: 0.0061 (0.004411710528876837)  --> TIME: 2024-06-11 03:55:13 -- STEP: 279/330 -- GLOBAL_STEP: 185300 | > loss_disc: 2.3055853843688965 (2.3179770994357325) | > loss_disc_real_0: 0.12277865409851074 (0.11320167320603537) | > loss_disc_real_1: 0.21725361049175262 (0.19946625991640973) | > loss_disc_real_2: 0.2188132107257843 (0.21359311711830906) | > loss_disc_real_3: 0.22037623822689056 (0.22630973592881237) | > loss_disc_real_4: 0.19315461814403534 (0.22453255032766675) | > loss_disc_real_5: 0.20420414209365845 (0.21622943552377835) | > loss_0: 2.3055853843688965 (2.3179770994357325) | > grad_norm_0: tensor(25.2255, device='cuda:0') (tensor(23.0252, device='cuda:0')) | > loss_gen: 2.6836233139038086 (2.5565381520110626) | > loss_kl: 1.700120210647583 (1.8354462056177068) | > loss_feat: 8.78205394744873 (7.359867800093894) | > loss_mel: 18.006900787353516 (18.44074934955994) | > loss_duration: 2.156337022781372 (2.082748121258179) | > loss_1: 33.329036712646484 (32.275349791331934) | > grad_norm_1: tensor(589.0989, device='cuda:0') (tensor(280.2373, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.4373 (0.3857075894605302) | > loader_time: 0.0059 (0.004549975036292948)  --> TIME: 2024-06-11 03:55:25 -- STEP: 304/330 -- GLOBAL_STEP: 185325 | > loss_disc: 2.3605620861053467 (2.3204684069282138) | > loss_disc_real_0: 0.18590053915977478 (0.11360933781160336) | > loss_disc_real_1: 0.19785389304161072 (0.19982358345173679) | > loss_disc_real_2: 0.18959051370620728 (0.2138902687124516) | > loss_disc_real_3: 0.2095324695110321 (0.22640554577504335) | > loss_disc_real_4: 0.2131589949131012 (0.2244928172838531) | > loss_disc_real_5: 0.20972318947315216 (0.21634707604780018) | > loss_0: 2.3605620861053467 (2.3204684069282138) | > grad_norm_0: tensor(85.8665, device='cuda:0') (tensor(24.5936, device='cuda:0')) | > loss_gen: 2.5220937728881836 (2.5588678929366533) | > loss_kl: 1.942574381828308 (1.8399868431059943) | > loss_feat: 7.721827030181885 (7.37404875535714) | > loss_mel: 18.282562255859375 (18.397209989397158) | > loss_duration: 2.223477840423584 (2.092403616167998) | > loss_1: 32.692535400390625 (32.26251718245053) | > grad_norm_1: tensor(549.7055, device='cuda:0') (tensor(292.2960, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.488 (0.39221004357463435) | > loader_time: 0.0071 (0.004727721998566075)  --> TIME: 2024-06-11 03:55:52 -- STEP: 329/330 -- GLOBAL_STEP: 185350 | > loss_disc: 2.5592312812805176 (2.325753192408832) | > loss_disc_real_0: 0.15106481313705444 (0.11543538835816833) | > loss_disc_real_1: 0.23697175085544586 (0.2004950508747056) | > loss_disc_real_2: 0.2231089174747467 (0.213915130831188) | > loss_disc_real_3: 0.20340967178344727 (0.22652757000234713) | > loss_disc_real_4: 0.18065977096557617 (0.22451735955965918) | > loss_disc_real_5: 0.18136577308177948 (0.21691512735419008) | > loss_0: 2.5592312812805176 (2.325753192408832) | > grad_norm_0: tensor(10.9714, device='cuda:0') (tensor(25.5770, device='cuda:0')) | > loss_gen: 2.3806865215301514 (2.5543046055593734) | > loss_kl: 2.0232434272766113 (1.848469388521189) | > loss_feat: 8.702369689941406 (7.464508220417521) | > loss_mel: 17.081771850585938 (18.35935232052325) | > loss_duration: 2.2605183124542236 (2.105915111973655) | > loss_1: 32.44858932495117 (32.332549671996304) | > grad_norm_1: tensor(193.9448, device='cuda:0') (tensor(297.6908, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 13.1473 (0.443650538435823) | > loader_time: 0.0336 (0.005193071887123546)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.516446352005005 (2.516446352005005) | > loss_disc_real_0: 0.07099781185388565 (0.07099781185388565) | > loss_disc_real_1: 0.22991850972175598 (0.22991850972175598) | > loss_disc_real_2: 0.274759441614151 (0.274759441614151) | > loss_disc_real_3: 0.26234114170074463 (0.26234114170074463) | > loss_disc_real_4: 0.22388744354248047 (0.22388744354248047) | > loss_disc_real_5: 0.2160499095916748 (0.2160499095916748) | > loss_0: 2.516446352005005 (2.516446352005005) | > loss_gen: 2.158635377883911 (2.158635377883911) | > loss_kl: 2.2175099849700928 (2.2175099849700928) | > loss_feat: 6.800394058227539 (6.800394058227539) | > loss_mel: 16.263362884521484 (16.263362884521484) | > loss_duration: 2.8790414333343506 (2.8790414333343506) | > loss_1: 30.318944931030273 (30.318944931030273)  --> STEP: 1 | > loss_disc: 2.5861868858337402 (2.5861868858337402) | > loss_disc_real_0: 0.03092423640191555 (0.03092423640191555) | > loss_disc_real_1: 0.17675568163394928 (0.17675568163394928) | > loss_disc_real_2: 0.2182210385799408 (0.2182210385799408) | > loss_disc_real_3: 0.3179309070110321 (0.3179309070110321) | > loss_disc_real_4: 0.30543991923332214 (0.30543991923332214) | > loss_disc_real_5: 0.2645506262779236 (0.2645506262779236) | > loss_0: 2.5861868858337402 (2.5861868858337402) | > loss_gen: 2.0490992069244385 (2.0490992069244385) | > loss_kl: 1.7625609636306763 (1.7625609636306763) | > loss_feat: 6.963172435760498 (6.963172435760498) | > loss_mel: 18.201574325561523 (18.201574325561523) | > loss_duration: 2.3859806060791016 (2.3859806060791016) | > loss_1: 31.36238670349121 (31.36238670349121)  --> STEP: 2 | > loss_disc: 2.3113088607788086 (2.4487478733062744) | > loss_disc_real_0: 0.030810270458459854 (0.030867253430187702) | > loss_disc_real_1: 0.2105918973684311 (0.19367378950119019) | > loss_disc_real_2: 0.19718389213085175 (0.20770246535539627) | > loss_disc_real_3: 0.23528937995433807 (0.2766101434826851) | > loss_disc_real_4: 0.1625399887561798 (0.23398995399475098) | > loss_disc_real_5: 0.16931523382663727 (0.21693293005228043) | > loss_0: 2.3113088607788086 (2.4487478733062744) | > loss_gen: 1.988214373588562 (2.0186567902565002) | > loss_kl: 2.620469808578491 (2.1915153861045837) | > loss_feat: 5.586944103240967 (6.275058269500732) | > loss_mel: 17.705490112304688 (17.953532218933105) | > loss_duration: 2.398555278778076 (2.392267942428589) | > loss_1: 30.299673080444336 (30.831029891967773)  --> STEP: 3 | > loss_disc: 2.1313390731811523 (2.342944939931234) | > loss_disc_real_0: 0.06141549348831177 (0.04105000011622906) | > loss_disc_real_1: 0.19153046607971191 (0.19295934836069742) | > loss_disc_real_2: 0.12483709305524826 (0.18008067458868027) | > loss_disc_real_3: 0.19922292232513428 (0.25081440309683484) | > loss_disc_real_4: 0.21675929427146912 (0.228246400753657) | > loss_disc_real_5: 0.18609191477298737 (0.2066525916258494) | > loss_0: 2.1313390731811523 (2.342944939931234) | > loss_gen: 2.2823526859283447 (2.106555422147115) | > loss_kl: 1.854900598526001 (2.0793104569117227) | > loss_feat: 7.985629081726074 (6.845248540242513) | > loss_mel: 19.061288833618164 (18.322784423828125) | > loss_duration: 2.2328507900238037 (2.3391288916269937) | > loss_1: 33.41701889038086 (31.693026224772137)  --> STEP: 4 | > loss_disc: 2.2043416500091553 (2.308294117450714) | > loss_disc_real_0: 0.0745476633310318 (0.04942441591992974) | > loss_disc_real_1: 0.19475841522216797 (0.19340911507606506) | > loss_disc_real_2: 0.1715524047613144 (0.1779486071318388) | > loss_disc_real_3: 0.19144269824028015 (0.23597147688269615) | > loss_disc_real_4: 0.20017598569393158 (0.22122879698872566) | > loss_disc_real_5: 0.1483985036611557 (0.19208906963467598) | > loss_0: 2.2043416500091553 (2.308294117450714) | > loss_gen: 2.2561776638031006 (2.1439609825611115) | > loss_kl: 2.8140270709991455 (2.2629896104335785) | > loss_feat: 8.857027053833008 (7.348193168640137) | > loss_mel: 19.082622528076172 (18.512743949890137) | > loss_duration: 2.2509548664093018 (2.317085385322571) | > loss_1: 35.260807037353516 (32.58497142791748)  --> STEP: 5 | > loss_disc: 2.444046974182129 (2.335444688796997) | > loss_disc_real_0: 0.15733036398887634 (0.07100560553371907) | > loss_disc_real_1: 0.25686681270599365 (0.2061006546020508) | > loss_disc_real_2: 0.2441115379333496 (0.19118119329214095) | > loss_disc_real_3: 0.23886501789093018 (0.23655018508434295) | > loss_disc_real_4: 0.17995129525661469 (0.21297329664230347) | > loss_disc_real_5: 0.21085421741008759 (0.1958420991897583) | > loss_0: 2.444046974182129 (2.335444688796997) | > loss_gen: 2.280369520187378 (2.171242690086365) | > loss_kl: 1.989956021308899 (2.2083828926086424) | > loss_feat: 5.531705379486084 (6.9848956108093265) | > loss_mel: 18.239961624145508 (18.45818748474121) | > loss_duration: 2.345986843109131 (2.322865676879883) | > loss_1: 30.38797950744629 (32.14557304382324)  --> STEP: 6 | > loss_disc: 2.6268680095672607 (2.3840152422587075) | > loss_disc_real_0: 0.2153070569038391 (0.09505584742873907) | > loss_disc_real_1: 0.28286874294281006 (0.21889533599217734) | > loss_disc_real_2: 0.273385226726532 (0.20488186553120613) | > loss_disc_real_3: 0.2419476956129074 (0.23744977017243704) | > loss_disc_real_4: 0.25131547451019287 (0.21936365962028503) | > loss_disc_real_5: 0.21256783604621887 (0.1986297219991684) | > loss_0: 2.6268680095672607 (2.3840152422587075) | > loss_gen: 2.2437357902526855 (2.183324873447418) | > loss_kl: 2.546233892440796 (2.264691392580668) | > loss_feat: 3.9230833053588867 (6.47459355990092) | > loss_mel: 15.223546028137207 (17.91908057530721) | > loss_duration: 2.164102077484131 (2.296405076980591) | > loss_1: 26.1007022857666 (31.138094584147137)  --> STEP: 7 | > loss_disc: 2.269016981124878 (2.367586919239589) | > loss_disc_real_0: 0.08826358616352081 (0.09408552439085074) | > loss_disc_real_1: 0.18943563103675842 (0.21468680671283177) | > loss_disc_real_2: 0.2128579020500183 (0.20602129931960786) | > loss_disc_real_3: 0.30303505063056946 (0.24681909595217025) | > loss_disc_real_4: 0.27232876420021057 (0.22693010313170298) | > loss_disc_real_5: 0.2941005825996399 (0.21226841637066432) | > loss_0: 2.269016981124878 (2.367586919239589) | > loss_gen: 2.6787915229797363 (2.2541058233806064) | > loss_kl: 3.661921262741089 (2.4642956597464427) | > loss_feat: 7.195811748504639 (6.5776247297014505) | > loss_mel: 20.791786193847656 (18.32946709224156) | > loss_duration: 2.5020558834075928 (2.32578376361302) | > loss_1: 36.83036804199219 (31.951276506696427)  --> STEP: 8 | > loss_disc: 2.3126468658447266 (2.3607194125652313) | > loss_disc_real_0: 0.12775452435016632 (0.0982941493857652) | > loss_disc_real_1: 0.1711130440235138 (0.20924008637666702) | > loss_disc_real_2: 0.13173502683639526 (0.1967355152592063) | > loss_disc_real_3: 0.1812153309583664 (0.23861862532794476) | > loss_disc_real_4: 0.22848857939243317 (0.22712491266429424) | > loss_disc_real_5: 0.20026378333568573 (0.210767837241292) | > loss_0: 2.3126468658447266 (2.3607194125652313) | > loss_gen: 2.2320609092712402 (2.2513502091169357) | > loss_kl: 2.5135350227355957 (2.4704505801200867) | > loss_feat: 10.154793739318848 (7.0247708559036255) | > loss_mel: 19.17207908630371 (18.43479359149933) | > loss_duration: 2.1617441177368164 (2.3052788078784943) | > loss_1: 36.23421096801758 (32.48664331436157)  --> STEP: 9 | > loss_disc: 2.514437437057495 (2.3777991930643716) | > loss_disc_real_0: 0.18717284500598907 (0.10816956001023452) | > loss_disc_real_1: 0.23118509352207184 (0.21167842050393423) | > loss_disc_real_2: 0.16742300987243652 (0.19347857021623188) | > loss_disc_real_3: 0.22695200145244598 (0.23732233378622267) | > loss_disc_real_4: 0.2496144026517868 (0.22962374488512674) | > loss_disc_real_5: 0.23963473737239838 (0.21397527058919272) | > loss_0: 2.514437437057495 (2.3777991930643716) | > loss_gen: 2.243690252304077 (2.2504991028043957) | > loss_kl: 2.8090624809265137 (2.5080741246541343) | > loss_feat: 7.553999423980713 (7.083574030134413) | > loss_mel: 17.773624420166016 (18.36133035024007) | > loss_duration: 2.134370803833008 (2.286289029651218) | > loss_1: 32.514747619628906 (32.48976601494683)  --> STEP: 10 | > loss_disc: 2.499110698699951 (2.3899303436279298) | > loss_disc_real_0: 0.1672615259885788 (0.11407875660806895) | > loss_disc_real_1: 0.29616764187812805 (0.2201273426413536) | > loss_disc_real_2: 0.21187672019004822 (0.1953183852136135) | > loss_disc_real_3: 0.2185600847005844 (0.23544610887765885) | > loss_disc_real_4: 0.1802506148815155 (0.22468643188476561) | > loss_disc_real_5: 0.21174024045467377 (0.21375176757574083) | > loss_0: 2.499110698699951 (2.3899303436279298) | > loss_gen: 2.2446413040161133 (2.2499133229255674) | > loss_kl: 2.718966245651245 (2.5291633367538453) | > loss_feat: 6.394186019897461 (7.014635229110718) | > loss_mel: 17.98520278930664 (18.32371759414673) | > loss_duration: 2.324092388153076 (2.2900693655014037) | > loss_1: 31.66708755493164 (32.40749816894531)  --> STEP: 11 | > loss_disc: 2.4976422786712646 (2.3997223377227783) | > loss_disc_real_0: 0.11353383958339691 (0.11402921869673512) | > loss_disc_real_1: 0.20217621326446533 (0.2184954217889092) | > loss_disc_real_2: 0.19179615378379822 (0.19499818235635757) | > loss_disc_real_3: 0.246076762676239 (0.23641253195025705) | > loss_disc_real_4: 0.27146321535110474 (0.22893886674534192) | > loss_disc_real_5: 0.2841033637523651 (0.2201473672281612) | > loss_0: 2.4976422786712646 (2.3997223377227783) | > loss_gen: 2.1652421951293945 (2.24221594767137) | > loss_kl: 3.095586061477661 (2.5806563117287378) | > loss_feat: 6.613321304321289 (6.978152145038951) | > loss_mel: 17.143198013305664 (18.216397632252086) | > loss_duration: 2.469576358795166 (2.306388183073564) | > loss_1: 31.486921310424805 (32.323809363625266)  --> STEP: 12 | > loss_disc: 2.5005970001220703 (2.408128559589386) | > loss_disc_real_0: 0.10955692082643509 (0.11365652720754345) | > loss_disc_real_1: 0.2563909888267517 (0.22165338570872942) | > loss_disc_real_2: 0.1630316972732544 (0.19233430859943232) | > loss_disc_real_3: 0.2552100419998169 (0.2379789911210537) | > loss_disc_real_4: 0.19597168266773224 (0.2261916014055411) | > loss_disc_real_5: 0.26280343532562256 (0.22370203956961632) | > loss_0: 2.5005970001220703 (2.408128559589386) | > loss_gen: 2.1676876544952393 (2.236005256573359) | > loss_kl: 2.149216651916504 (2.544703006744385) | > loss_feat: 6.740771293640137 (6.958370407422383) | > loss_mel: 18.369247436523438 (18.229135115941364) | > loss_duration: 2.225785255432129 (2.2996712724367776) | > loss_1: 31.6527099609375 (32.26788441340128)  --> STEP: 13 | > loss_disc: 2.422985553741455 (2.4092714052933912) | > loss_disc_real_0: 0.04715864360332489 (0.10854130539183433) | > loss_disc_real_1: 0.25923898816108704 (0.2245445858973723) | > loss_disc_real_2: 0.0982138067483902 (0.185094269995506) | > loss_disc_real_3: 0.26699355244636536 (0.24021088045376998) | > loss_disc_real_4: 0.1578012853860855 (0.22093080786558297) | > loss_disc_real_5: 0.19571417570114136 (0.221549126964349) | > loss_0: 2.422985553741455 (2.4092714052933912) | > loss_gen: 2.0924901962280273 (2.2249656365467954) | > loss_kl: 2.78476881980896 (2.5631696077493524) | > loss_feat: 6.886804103851318 (6.952865307147686) | > loss_mel: 16.84686851501465 (18.12280691587008) | > loss_duration: 2.250999927520752 (2.2959273228278527) | > loss_1: 30.86193084716797 (32.159734139075645)  --> STEP: 14 | > loss_disc: 2.5442371368408203 (2.4189118146896362) | > loss_disc_real_0: 0.17296695709228516 (0.11314313765615225) | > loss_disc_real_1: 0.17016072571277618 (0.22066002445561544) | > loss_disc_real_2: 0.1984373778104782 (0.18604734912514687) | > loss_disc_real_3: 0.23791708052158356 (0.24004703760147095) | > loss_disc_real_4: 0.3169352114200592 (0.22778826526233129) | > loss_disc_real_5: 0.3846170902252197 (0.2331968386258398) | > loss_0: 2.5442371368408203 (2.4189118146896362) | > loss_gen: 2.3593332767486572 (2.2345633251326427) | > loss_kl: 3.027416229248047 (2.596330080713545) | > loss_feat: 6.1930365562438965 (6.898591824940273) | > loss_mel: 19.187416076660156 (18.198850427355087) | > loss_duration: 2.30924129486084 (2.296878320830209) | > loss_1: 33.07644271850586 (32.22521332332066)  --> STEP: 15 | > loss_disc: 2.370098352432251 (2.4156575838724774) | > loss_disc_real_0: 0.10801583528518677 (0.11280131749808789) | > loss_disc_real_1: 0.2325664609670639 (0.221453786889712) | > loss_disc_real_2: 0.2145634889602661 (0.18794842511415483) | > loss_disc_real_3: 0.20958995819091797 (0.23801656564076742) | > loss_disc_real_4: 0.22802197933197021 (0.22780384620030722) | > loss_disc_real_5: 0.22195947170257568 (0.23244768083095552) | > loss_0: 2.370098352432251 (2.4156575838724774) | > loss_gen: 2.245990753173828 (2.2353251536687213) | > loss_kl: 3.287811279296875 (2.6424288272857672) | > loss_feat: 5.9874396324157715 (6.83784834543864) | > loss_mel: 18.5679931640625 (18.22345994313558) | > loss_duration: 2.355548858642578 (2.3007896900177003) | > loss_1: 32.444786071777344 (32.239851506551105)  --> STEP: 16 | > loss_disc: 2.6089727878570557 (2.4277397841215134) | > loss_disc_real_0: 0.16505829989910126 (0.11606737889815122) | > loss_disc_real_1: 0.25947660207748413 (0.22383021283894777) | > loss_disc_real_2: 0.24171964824199677 (0.19130912655964494) | > loss_disc_real_3: 0.23403511941432953 (0.23776772525161505) | > loss_disc_real_4: 0.21865063905715942 (0.22723177075386047) | > loss_disc_real_5: 0.204600989818573 (0.2307072626426816) | > loss_0: 2.6089727878570557 (2.4277397841215134) | > loss_gen: 2.3619801998138428 (2.2432410940527916) | > loss_kl: 2.3620080947875977 (2.6249025315046315) | > loss_feat: 7.303157806396484 (6.866930186748505) | > loss_mel: 17.606754302978516 (18.184915840625763) | > loss_duration: 2.3378748893737793 (2.303107514977455) | > loss_1: 31.97177505493164 (32.22309672832489)  --> STEP: 17 | > loss_disc: 2.400038480758667 (2.426110295688405) | > loss_disc_real_0: 0.07513172924518585 (0.11365939950680032) | > loss_disc_real_1: 0.2267979383468628 (0.22400478492764866) | > loss_disc_real_2: 0.21347256004810333 (0.19261285794131897) | > loss_disc_real_3: 0.28048837184906006 (0.24028070446322947) | > loss_disc_real_4: 0.2429375946521759 (0.22815564274787903) | > loss_disc_real_5: 0.2452816218137741 (0.23156457788803997) | > loss_0: 2.400038480758667 (2.426110295688405) | > loss_gen: 2.224104642868042 (2.242115420453689) | > loss_kl: 1.9890546798706055 (2.58749971670263) | > loss_feat: 6.263010025024414 (6.83140547135297) | > loss_mel: 17.270517349243164 (18.131127694073847) | > loss_duration: 2.412716865539551 (2.309555123834049) | > loss_1: 30.159404754638672 (32.101703082813934)  --> STEP: 18 | > loss_disc: 2.5687694549560547 (2.4340358045366077) | > loss_disc_real_0: 0.09921081364154816 (0.11285670029206409) | > loss_disc_real_1: 0.297039270401001 (0.2280622563428349) | > loss_disc_real_2: 0.16273446381092072 (0.19095294715629685) | > loss_disc_real_3: 0.26346880197525024 (0.24156893210278618) | > loss_disc_real_4: 0.2679932415485382 (0.230368842681249) | > loss_disc_real_5: 0.2796632945537567 (0.23423672881391314) | > loss_0: 2.5687694549560547 (2.4340358045366077) | > loss_gen: 2.1965479850769043 (2.2395838962660894) | > loss_kl: 2.3898491859436035 (2.576519131660462) | > loss_feat: 9.460210800170898 (6.9774502118428545) | > loss_mel: 19.191938400268555 (18.190061622195774) | > loss_duration: 2.24630069732666 (2.306040989028083) | > loss_1: 35.48484420776367 (32.28965536753336)  --> STEP: 19 | > loss_disc: 2.4657506942749023 (2.4357050092596757) | > loss_disc_real_0: 0.08841606974601746 (0.11157035131595637) | > loss_disc_real_1: 0.235537588596344 (0.22845569488249326) | > loss_disc_real_2: 0.27626630663871765 (0.1954431239711611) | > loss_disc_real_3: 0.2006315290927887 (0.23941433194436526) | > loss_disc_real_4: 0.19825603067874908 (0.2286786946811174) | > loss_disc_real_5: 0.15234015882015228 (0.22992638302476784) | > loss_0: 2.4657506942749023 (2.4357050092596757) | > loss_gen: 2.078040838241577 (2.2310816300542733) | > loss_kl: 1.703330159187317 (2.53056181731977) | > loss_feat: 8.056732177734375 (7.034254525837145) | > loss_mel: 17.51592254638672 (18.154580618205824) | > loss_duration: 2.316277503967285 (2.3065797529722514) | > loss_1: 31.670303344726562 (32.257057892648795)  --> STEP: 20 | > loss_disc: 2.4102909564971924 (2.4344343066215517) | > loss_disc_real_0: 0.06847165524959564 (0.10941541651263834) | > loss_disc_real_1: 0.20374420285224915 (0.22722012028098107) | > loss_disc_real_2: 0.23390504717826843 (0.19736622013151645) | > loss_disc_real_3: 0.2522343099117279 (0.2400553308427334) | > loss_disc_real_4: 0.24154004454612732 (0.2293217621743679) | > loss_disc_real_5: 0.222670316696167 (0.2295635797083378) | > loss_0: 2.4102909564971924 (2.4344343066215517) | > loss_gen: 2.2563376426696777 (2.2323444306850435) | > loss_kl: 2.058925151824951 (2.506979984045029) | > loss_feat: 6.484411716461182 (7.006762385368347) | > loss_mel: 21.32086181640625 (18.312894678115846) | > loss_duration: 2.3005728721618652 (2.306279408931732) | > loss_1: 34.42110824584961 (32.365260410308835)  --> STEP: 21 | > loss_disc: 2.366154670715332 (2.431182895387922) | > loss_disc_real_0: 0.07397806644439697 (0.10772792365224589) | > loss_disc_real_1: 0.24678075313568115 (0.22815157898834773) | > loss_disc_real_2: 0.22612859308719635 (0.19873585693892978) | > loss_disc_real_3: 0.23474615812301636 (0.23980251309417544) | > loss_disc_real_4: 0.3338899314403534 (0.2343011988060815) | > loss_disc_real_5: 0.25672706961631775 (0.2308570792277654) | > loss_0: 2.366154670715332 (2.431182895387922) | > loss_gen: 2.4547202587127686 (2.242933755829221) | > loss_kl: 2.311941146850586 (2.497692420369103) | > loss_feat: 6.616587162017822 (6.988182612827846) | > loss_mel: 16.258481979370117 (18.215065501985094) | > loss_duration: 2.166010856628418 (2.2995999540601457) | > loss_1: 29.8077392578125 (32.24347368876139)  --> STEP: 22 | > loss_disc: 2.3636891841888428 (2.4281149994243276) | > loss_disc_real_0: 0.1302976906299591 (0.10875382215123285) | > loss_disc_real_1: 0.32265546917915344 (0.23244721036065707) | > loss_disc_real_2: 0.13052396476268768 (0.19563531638546425) | > loss_disc_real_3: 0.2700355350971222 (0.24117674136703665) | > loss_disc_real_4: 0.2635223865509033 (0.2356294346126643) | > loss_disc_real_5: 0.26031002402305603 (0.23219584944573315) | > loss_0: 2.3636891841888428 (2.4281149994243276) | > loss_gen: 2.4541678428649902 (2.2525353052399377) | > loss_kl: 1.855910062789917 (2.4685204950245945) | > loss_feat: 5.567880630493164 (6.923623431812633) | > loss_mel: 17.904943466186523 (18.200969045812432) | > loss_duration: 2.178497314453125 (2.294095288623463) | > loss_1: 29.961400985717773 (32.13974311135032)  --> STEP: 23 | > loss_disc: 2.4174094200134277 (2.4276495394499404) | > loss_disc_real_0: 0.16853013634681702 (0.11135279233364956) | > loss_disc_real_1: 0.2612789571285248 (0.2337007645679557) | > loss_disc_real_2: 0.21828067302703857 (0.19661989710901095) | > loss_disc_real_3: 0.19881902635097504 (0.23933510158372961) | > loss_disc_real_4: 0.20543913543224335 (0.23431681290916775) | > loss_disc_real_5: 0.23051980137825012 (0.2321229777906252) | > loss_0: 2.4174094200134277 (2.4276495394499404) | > loss_gen: 2.3027262687683105 (2.2547175210455195) | > loss_kl: 2.2552261352539062 (2.4592468272084775) | > loss_feat: 6.555119514465332 (6.907601522362751) | > loss_mel: 17.59935760498047 (18.174812026645824) | > loss_duration: 2.299631118774414 (2.2943359768908955) | > loss_1: 31.012060165405273 (32.09071341804836)  --> STEP: 24 | > loss_disc: 2.582059383392334 (2.4340832829475403) | > loss_disc_real_0: 0.09892740845680237 (0.11083506800544758) | > loss_disc_real_1: 0.18015168607234955 (0.2314695529639721) | > loss_disc_real_2: 0.1535405069589615 (0.19482492251942554) | > loss_disc_real_3: 0.19871342182159424 (0.23764253159364065) | > loss_disc_real_4: 0.2132692188024521 (0.23343982982138792) | > loss_disc_real_5: 0.29175296425819397 (0.23460756056010723) | > loss_0: 2.582059383392334 (2.4340832829475403) | > loss_gen: 1.8437931537628174 (2.2375956724087405) | > loss_kl: 2.347280740737915 (2.4545815736055374) | > loss_feat: 4.365002632141113 (6.801659901936849) | > loss_mel: 18.12986183166504 (18.172939101854958) | > loss_duration: 2.399846076965332 (2.2987322310606637) | > loss_1: 29.085784912109375 (31.965508063634235)  --> STEP: 25 | > loss_disc: 2.686021089553833 (2.444160795211792) | > loss_disc_real_0: 0.13711349666118622 (0.11188620515167713) | > loss_disc_real_1: 0.25647544860839844 (0.23246978878974914) | > loss_disc_real_2: 0.20791159570217133 (0.19534838944673538) | > loss_disc_real_3: 0.2568500339984894 (0.2384108316898346) | > loss_disc_real_4: 0.24187935888767242 (0.2337774109840393) | > loss_disc_real_5: 0.274741530418396 (0.23621291935443878) | > loss_0: 2.686021089553833 (2.444160795211792) | > loss_gen: 2.0569710731506348 (2.2303706884384162) | > loss_kl: 2.3955905437469482 (2.452221932411194) | > loss_feat: 5.510231971740723 (6.750002784729004) | > loss_mel: 17.015844345092773 (18.12665531158447) | > loss_duration: 2.3190340995788574 (2.299544305801392) | > loss_1: 29.297672271728516 (31.85879463195801)  --> STEP: 26 | > loss_disc: 2.500342845916748 (2.446321643315829) | > loss_disc_real_0: 0.061982229351997375 (0.10996682146707407) | > loss_disc_real_1: 0.22796830534934998 (0.23229665481127226) | > loss_disc_real_2: 0.15610100328922272 (0.19383887459452337) | > loss_disc_real_3: 0.1907895803451538 (0.23657924509965456) | > loss_disc_real_4: 0.24838973581790924 (0.2343394234776497) | > loss_disc_real_5: 0.157640278339386 (0.23319089470001367) | > loss_0: 2.500342845916748 (2.446321643315829) | > loss_gen: 1.9383924007415771 (2.21914075429623) | > loss_kl: 2.0773539543151855 (2.437803933253655) | > loss_feat: 13.481260299682617 (7.008897304534912) | > loss_mel: 18.744792938232422 (18.150429835686317) | > loss_duration: 2.2729644775390625 (2.2985220047143793) | > loss_1: 38.51476287841797 (32.11479341066801) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024630748308621933 (+0.00010038339174710904) | > avg_loss_disc: 2.446321643315829 (+0.08055835503798292) | > avg_loss_disc_real_0: 0.10996682146707407 (+0.0010371140132729856) | > avg_loss_disc_real_1: 0.23229665481127226 (+0.04226222806251967) | > avg_loss_disc_real_2: 0.19383887459452337 (-0.014352712207115592) | > avg_loss_disc_real_3: 0.23657924509965456 (-0.04760655760765081) | > avg_loss_disc_real_4: 0.2343394234776497 (-0.0143799730218373) | > avg_loss_disc_real_5: 0.23319089470001367 (-0.032418505503581135) | > avg_loss_0: 2.446321643315829 (+0.08055835503798292) | > avg_loss_gen: 2.21914075429623 (-0.3084630645238433) | > avg_loss_kl: 2.437803933253655 (-0.035918089059683744) | > avg_loss_feat: 7.008897304534912 (-0.3482001928182745) | > avg_loss_mel: 18.150429835686317 (-0.6104497175950208) | > avg_loss_duration: 2.2985220047143793 (+0.0072473012484044474) | > avg_loss_1: 32.11479341066801 (-1.2957844367394102)  > EPOCH: 295/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:55:57)   --> TIME: 2024-06-11 03:56:07 -- STEP: 24/330 -- GLOBAL_STEP: 185375 | > loss_disc: 2.3768057823181152 (2.3327035605907445) | > loss_disc_real_0: 0.10963910818099976 (0.10841891542077065) | > loss_disc_real_1: 0.1814976930618286 (0.19674370251595974) | > loss_disc_real_2: 0.2124282270669937 (0.21553547059496245) | > loss_disc_real_3: 0.2473440021276474 (0.22964200067023435) | > loss_disc_real_4: 0.20932677388191223 (0.23039212077856064) | > loss_disc_real_5: 0.18587008118629456 (0.22102610332270464) | > loss_0: 2.3768057823181152 (2.3327035605907445) | > grad_norm_0: tensor(21.9421, device='cuda:0') (tensor(9.1629, device='cuda:0')) | > loss_gen: 2.358315944671631 (2.499963879585266) | > loss_kl: 1.9199045896530151 (1.8708103050788243) | > loss_feat: 7.475042819976807 (7.174407958984375) | > loss_mel: 18.813695907592773 (18.681704918543495) | > loss_duration: 2.0183517932891846 (2.122337728738785) | > loss_1: 32.58531188964844 (32.349224646886185) | > grad_norm_1: tensor(73.8062, device='cuda:0') (tensor(92.7667, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.3481 (0.3507005075613658) | > loader_time: 0.0032 (0.0032445788383483887)  --> TIME: 2024-06-11 03:56:16 -- STEP: 49/330 -- GLOBAL_STEP: 185400 | > loss_disc: 2.271207809448242 (2.3440483638218472) | > loss_disc_real_0: 0.1164911612868309 (0.11062487944656489) | > loss_disc_real_1: 0.2002960741519928 (0.2008603899454584) | > loss_disc_real_2: 0.21494260430335999 (0.21601680103613405) | > loss_disc_real_3: 0.19617034494876862 (0.23074636836441195) | > loss_disc_real_4: 0.20939666032791138 (0.228901385044565) | > loss_disc_real_5: 0.18231342732906342 (0.21740220456707235) | > loss_0: 2.271207809448242 (2.3440483638218472) | > grad_norm_0: tensor(36.1075, device='cuda:0') (tensor(10.7180, device='cuda:0')) | > loss_gen: 2.5635664463043213 (2.5010275840759273) | > loss_kl: 1.7194453477859497 (1.8344320861660703) | > loss_feat: 7.447862148284912 (7.149311581436469) | > loss_mel: 18.743301391601562 (18.623064936423788) | > loss_duration: 1.9925894737243652 (2.0709186208491412) | > loss_1: 32.466766357421875 (32.178754650816614) | > grad_norm_1: tensor(301.7983, device='cuda:0') (tensor(110.0081, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.3549 (0.349879620026569) | > loader_time: 0.0037 (0.0033299436374586455)  --> TIME: 2024-06-11 03:56:25 -- STEP: 74/330 -- GLOBAL_STEP: 185425 | > loss_disc: 2.2724690437316895 (2.3292224471633496) | > loss_disc_real_0: 0.10074052959680557 (0.11019945567524111) | > loss_disc_real_1: 0.19815288484096527 (0.20060910425476125) | > loss_disc_real_2: 0.1723427027463913 (0.2146410130568453) | > loss_disc_real_3: 0.21013619005680084 (0.22884819394833333) | > loss_disc_real_4: 0.22591303288936615 (0.22631600096419052) | > loss_disc_real_5: 0.20042169094085693 (0.21661320892540184) | > loss_0: 2.2724690437316895 (2.3292224471633496) | > grad_norm_0: tensor(18.1714, device='cuda:0') (tensor(11.9360, device='cuda:0')) | > loss_gen: 2.725090742111206 (2.5266141311542403) | > loss_kl: 1.7300444841384888 (1.8492146279360797) | > loss_feat: 7.815677642822266 (7.314644136944333) | > loss_mel: 18.634361267089844 (18.627329336630332) | > loss_duration: 1.964752197265625 (2.0516245171830447) | > loss_1: 32.86992645263672 (32.36942652109508) | > grad_norm_1: tensor(322.3870, device='cuda:0') (tensor(144.3638, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.3505 (0.3515597775175765) | > loader_time: 0.0034 (0.0033865071631766653)  --> TIME: 2024-06-11 03:56:34 -- STEP: 99/330 -- GLOBAL_STEP: 185450 | > loss_disc: 2.3892011642456055 (2.3158749763411706) | > loss_disc_real_0: 0.11093133687973022 (0.10994863796113717) | > loss_disc_real_1: 0.21092228591442108 (0.19964026983338173) | > loss_disc_real_2: 0.18706177175045013 (0.21464546717176533) | > loss_disc_real_3: 0.22493135929107666 (0.2272535115480423) | > loss_disc_real_4: 0.2216642051935196 (0.22484995289282364) | > loss_disc_real_5: 0.2052435576915741 (0.21522123885877203) | > loss_0: 2.3892011642456055 (2.3158749763411706) | > grad_norm_0: tensor(16.2613, device='cuda:0') (tensor(15.6228, device='cuda:0')) | > loss_gen: 2.5356104373931885 (2.5436517421645344) | > loss_kl: 1.9177403450012207 (1.8471719664756698) | > loss_feat: 6.899742603302002 (7.326458478214765) | > loss_mel: 18.342662811279297 (18.599259983409524) | > loss_duration: 2.0455703735351562 (2.0474444880630025) | > loss_1: 31.74132537841797 (32.36398637174358) | > grad_norm_1: tensor(252.5765, device='cuda:0') (tensor(188.6127, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.353 (0.3532591901644312) | > loader_time: 0.0036 (0.0034729856433290424)  --> TIME: 2024-06-11 03:56:43 -- STEP: 124/330 -- GLOBAL_STEP: 185475 | > loss_disc: 2.245757579803467 (2.315396570390271) | > loss_disc_real_0: 0.10247129201889038 (0.1106523814340753) | > loss_disc_real_1: 0.22774341702461243 (0.2001846844871198) | > loss_disc_real_2: 0.1962466537952423 (0.21500943721302093) | > loss_disc_real_3: 0.1847010850906372 (0.22638194106759563) | > loss_disc_real_4: 0.20087847113609314 (0.22442609924943216) | > loss_disc_real_5: 0.17858591675758362 (0.21488274790106282) | > loss_0: 2.245757579803467 (2.315396570390271) | > grad_norm_0: tensor(6.1190, device='cuda:0') (tensor(15.9292, device='cuda:0')) | > loss_gen: 2.5596907138824463 (2.548667577005202) | > loss_kl: 1.6989766359329224 (1.8501551189730245) | > loss_feat: 7.610315322875977 (7.348613827459274) | > loss_mel: 18.665555953979492 (18.60845731919811) | > loss_duration: 2.056074380874634 (2.048185299481115) | > loss_1: 32.590614318847656 (32.40407889889133) | > grad_norm_1: tensor(272.1864, device='cuda:0') (tensor(204.7777, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.3618 (0.3546192895981573) | > loader_time: 0.004 (0.0035546691186966435)  --> TIME: 2024-06-11 03:56:53 -- STEP: 149/330 -- GLOBAL_STEP: 185500 | > loss_disc: 2.3161096572875977 (2.3122042601540578) | > loss_disc_real_0: 0.0686434954404831 (0.11053938453629512) | > loss_disc_real_1: 0.17507560551166534 (0.20003730838730835) | > loss_disc_real_2: 0.20781229436397552 (0.21462263036894322) | > loss_disc_real_3: 0.1949368566274643 (0.22650345999922528) | > loss_disc_real_4: 0.20237195491790771 (0.2236619506706327) | > loss_disc_real_5: 0.20563563704490662 (0.21477319010152113) | > loss_0: 2.3161096572875977 (2.3122042601540578) | > grad_norm_0: tensor(18.5978, device='cuda:0') (tensor(18.0174, device='cuda:0')) | > loss_gen: 2.460216999053955 (2.5581802825799715) | > loss_kl: 1.75264573097229 (1.8518334275124058) | > loss_feat: 6.773054599761963 (7.376476380649029) | > loss_mel: 18.78394889831543 (18.619087193636275) | > loss_duration: 2.077991008758545 (2.0504141693947306) | > loss_1: 31.847858428955078 (32.45599127135821) | > grad_norm_1: tensor(235.9777, device='cuda:0') (tensor(215.8917, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.5898 (0.35842180092062725) | > loader_time: 0.0043 (0.0036775809806465303) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_185500.pth  --> TIME: 2024-06-11 03:57:08 -- STEP: 174/330 -- GLOBAL_STEP: 185525 | > loss_disc: 2.278153896331787 (2.3116090119570134) | > loss_disc_real_0: 0.0860729068517685 (0.11057939615914192) | > loss_disc_real_1: 0.1808188259601593 (0.2004097873109511) | > loss_disc_real_2: 0.19367462396621704 (0.2150331369076652) | > loss_disc_real_3: 0.22386033833026886 (0.22679455586891065) | > loss_disc_real_4: 0.24046678841114044 (0.22245274578360302) | > loss_disc_real_5: 0.2643047571182251 (0.2146746077756772) | > loss_0: 2.278153896331787 (2.3116090119570134) | > grad_norm_0: tensor(6.1883, device='cuda:0') (tensor(20.7604, device='cuda:0')) | > loss_gen: 2.8404171466827393 (2.566331487962568) | > loss_kl: 1.833204984664917 (1.8549577401972366) | > loss_feat: 7.470025062561035 (7.381440349008845) | > loss_mel: 18.45273208618164 (18.599714827263483) | > loss_duration: 2.1397199630737305 (2.0539522904089127) | > loss_1: 32.73609924316406 (32.45639651945267) | > grad_norm_1: tensor(274.7217, device='cuda:0') (tensor(231.6125, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.3808 (0.36249081019697527) | > loader_time: 0.0042 (0.0037601966967527895)  --> TIME: 2024-06-11 03:57:18 -- STEP: 199/330 -- GLOBAL_STEP: 185550 | > loss_disc: 2.288740396499634 (2.3087625108172527) | > loss_disc_real_0: 0.09197676926851273 (0.1089193445429131) | > loss_disc_real_1: 0.18947583436965942 (0.20025061872137256) | > loss_disc_real_2: 0.25009557604789734 (0.21461158676363115) | > loss_disc_real_3: 0.20995020866394043 (0.2264581205108058) | > loss_disc_real_4: 0.20919688045978546 (0.2230988673528834) | > loss_disc_real_5: 0.2460545301437378 (0.21509495684549437) | > loss_0: 2.288740396499634 (2.3087625108172527) | > grad_norm_0: tensor(38.9137, device='cuda:0') (tensor(21.2205, device='cuda:0')) | > loss_gen: 2.774716377258301 (2.5794526775877675) | > loss_kl: 1.7975447177886963 (1.8547154161798296) | > loss_feat: 7.145139694213867 (7.410632713356209) | > loss_mel: 18.969112396240234 (18.58637333395492) | > loss_duration: 2.1571545600891113 (2.061006025453309) | > loss_1: 32.843666076660156 (32.49217999520613) | > grad_norm_1: tensor(423.0578, device='cuda:0') (tensor(246.5283, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.3972 (0.36656006137330327) | > loader_time: 0.0052 (0.0038656876913866207)  --> TIME: 2024-06-11 03:57:28 -- STEP: 224/330 -- GLOBAL_STEP: 185575 | > loss_disc: 2.2975335121154785 (2.310117934431346) | > loss_disc_real_0: 0.06741271167993546 (0.11073351483459451) | > loss_disc_real_1: 0.14283311367034912 (0.2002951649815909) | > loss_disc_real_2: 0.19828897714614868 (0.21480607966493284) | > loss_disc_real_3: 0.20605918765068054 (0.22616289130278996) | > loss_disc_real_4: 0.17028674483299255 (0.2217986059508153) | > loss_disc_real_5: 0.17889490723609924 (0.21476657788402267) | > loss_0: 2.2975335121154785 (2.310117934431346) | > grad_norm_0: tensor(29.5435, device='cuda:0') (tensor(24.5988, device='cuda:0')) | > loss_gen: 2.458890676498413 (2.5761114774005747) | > loss_kl: 1.9683053493499756 (1.8583615321133817) | > loss_feat: 7.73383092880249 (7.39869236946106) | > loss_mel: 18.947303771972656 (18.547952805246613) | > loss_duration: 2.172524929046631 (2.067466176514116) | > loss_1: 33.28085708618164 (32.448584284101194) | > grad_norm_1: tensor(285.5999, device='cuda:0') (tensor(265.4697, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.4166 (0.3718481936625072) | > loader_time: 0.0052 (0.004011361726692745)  --> TIME: 2024-06-11 03:57:39 -- STEP: 249/330 -- GLOBAL_STEP: 185600 | > loss_disc: 2.2993664741516113 (2.311146266010389) | > loss_disc_real_0: 0.12876199185848236 (0.11208504386036751) | > loss_disc_real_1: 0.15422610938549042 (0.20019143963434613) | > loss_disc_real_2: 0.18927916884422302 (0.2145856593746737) | > loss_disc_real_3: 0.22685286402702332 (0.2260614979458621) | > loss_disc_real_4: 0.21254582703113556 (0.22256673872470853) | > loss_disc_real_5: 0.2123168557882309 (0.21535023921225444) | > loss_0: 2.2993664741516113 (2.311146266010389) | > grad_norm_0: tensor(24.3333, device='cuda:0') (tensor(23.9486, device='cuda:0')) | > loss_gen: 2.471088171005249 (2.5710047382906254) | > loss_kl: 1.822792649269104 (1.8562033482823506) | > loss_feat: 7.199615478515625 (7.374111252137456) | > loss_mel: 18.463375091552734 (18.499567583382838) | > loss_duration: 2.1421217918395996 (2.0745105604570084) | > loss_1: 32.09899139404297 (32.375397387278596) | > grad_norm_1: tensor(261.2133, device='cuda:0') (tensor(261.6894, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.4161 (0.3772162242108081) | > loader_time: 0.0056 (0.004162346024111096)  --> TIME: 2024-06-11 03:57:50 -- STEP: 274/330 -- GLOBAL_STEP: 185625 | > loss_disc: 2.55657696723938 (2.3146242103437418) | > loss_disc_real_0: 0.12767799198627472 (0.11312843376539485) | > loss_disc_real_1: 0.21921171247959137 (0.20044705037870555) | > loss_disc_real_2: 0.23769477009773254 (0.2150701671077387) | > loss_disc_real_3: 0.23944002389907837 (0.22605234531373003) | > loss_disc_real_4: 0.25474467873573303 (0.2226363383505466) | > loss_disc_real_5: 0.2697741389274597 (0.2155541221808343) | > loss_0: 2.55657696723938 (2.3146242103437418) | > grad_norm_0: tensor(17.6605, device='cuda:0') (tensor(23.7048, device='cuda:0')) | > loss_gen: 2.363107204437256 (2.566035744047513) | > loss_kl: 1.8105831146240234 (1.857149424779154) | > loss_feat: 6.508250713348389 (7.3743316344101055) | > loss_mel: 17.376041412353516 (18.47120241179082) | > loss_duration: 2.155867099761963 (2.0818338111369297) | > loss_1: 30.213850021362305 (32.3505529208775) | > grad_norm_1: tensor(269.4411, device='cuda:0') (tensor(259.1328, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.4399 (0.38230269407703926) | > loader_time: 0.0062 (0.00433231183212169)  --> TIME: 2024-06-11 03:58:02 -- STEP: 299/330 -- GLOBAL_STEP: 185650 | > loss_disc: 2.4778592586517334 (2.319383931399187) | > loss_disc_real_0: 0.1922231763601303 (0.11455578393112856) | > loss_disc_real_1: 0.16211587190628052 (0.2012515275374704) | > loss_disc_real_2: 0.24618935585021973 (0.21540543950321683) | > loss_disc_real_3: 0.24009524285793304 (0.22578684567009724) | > loss_disc_real_4: 0.24261260032653809 (0.22265003915614506) | > loss_disc_real_5: 0.250629723072052 (0.21553134270336316) | > loss_0: 2.4778592586517334 (2.319383931399187) | > grad_norm_0: tensor(115.1476, device='cuda:0') (tensor(25.2485, device='cuda:0')) | > loss_gen: 2.406233787536621 (2.5607176472909474) | > loss_kl: 1.8504225015640259 (1.8586441804732765) | > loss_feat: 6.9227294921875 (7.371225103486741) | > loss_mel: 18.188127517700195 (18.44164959323844) | > loss_duration: 2.2309982776641846 (2.0914933733318173) | > loss_1: 31.598514556884766 (32.32372982446164) | > grad_norm_1: tensor(445.8987, device='cuda:0') (tensor(273.2513, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.481 (0.3880933870041251) | > loader_time: 0.0065 (0.0045318029397307434)  --> TIME: 2024-06-11 03:58:15 -- STEP: 324/330 -- GLOBAL_STEP: 185675 | > loss_disc: 2.5106863975524902 (2.3257659217457682) | > loss_disc_real_0: 0.11966432631015778 (0.11550359571651544) | > loss_disc_real_1: 0.18371915817260742 (0.20251891035356648) | > loss_disc_real_2: 0.21365448832511902 (0.2152910805594774) | > loss_disc_real_3: 0.25406134128570557 (0.22623759834670726) | > loss_disc_real_4: 0.38062331080436707 (0.22366516770404063) | > loss_disc_real_5: 0.21528111398220062 (0.21586955504284966) | > loss_0: 2.5106863975524902 (2.3257659217457682) | > grad_norm_0: tensor(23.2014, device='cuda:0') (tensor(26.3727, device='cuda:0')) | > loss_gen: 2.29887056350708 (2.5620219979757146) | > loss_kl: 2.0834269523620605 (1.8639636304643419) | > loss_feat: 8.381429672241211 (7.425390866067675) | > loss_mel: 17.499835968017578 (18.396651680086865) | > loss_duration: 2.290165662765503 (2.1049318464449898) | > loss_1: 32.55373001098633 (32.35295995665183) | > grad_norm_1: tensor(132.0085, device='cuda:0') (tensor(285.4918, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.5852 (0.3992465109000971) | > loader_time: 0.01 (0.004805785638314703)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.112058162689209 (2.112058162689209) | > loss_disc_real_0: 0.12745293974876404 (0.12745293974876404) | > loss_disc_real_1: 0.31911081075668335 (0.31911081075668335) | > loss_disc_real_2: 0.20891818404197693 (0.20891818404197693) | > loss_disc_real_3: 0.22253885865211487 (0.22253885865211487) | > loss_disc_real_4: 0.20753693580627441 (0.20753693580627441) | > loss_disc_real_5: 0.1704053282737732 (0.1704053282737732) | > loss_0: 2.112058162689209 (2.112058162689209) | > loss_gen: 2.717867374420166 (2.717867374420166) | > loss_kl: 1.560672402381897 (1.560672402381897) | > loss_feat: 8.616342544555664 (8.616342544555664) | > loss_mel: 18.913896560668945 (18.913896560668945) | > loss_duration: 2.892798662185669 (2.892798662185669) | > loss_1: 34.701576232910156 (34.701576232910156)  --> STEP: 1 | > loss_disc: 2.091909885406494 (2.091909885406494) | > loss_disc_real_0: 0.11241500079631805 (0.11241500079631805) | > loss_disc_real_1: 0.18238304555416107 (0.18238304555416107) | > loss_disc_real_2: 0.19562771916389465 (0.19562771916389465) | > loss_disc_real_3: 0.21084930002689362 (0.21084930002689362) | > loss_disc_real_4: 0.13232725858688354 (0.13232725858688354) | > loss_disc_real_5: 0.21745847165584564 (0.21745847165584564) | > loss_0: 2.091909885406494 (2.091909885406494) | > loss_gen: 2.3822543621063232 (2.3822543621063232) | > loss_kl: 2.1262874603271484 (2.1262874603271484) | > loss_feat: 5.947751522064209 (5.947751522064209) | > loss_mel: 19.004451751708984 (19.004451751708984) | > loss_duration: 2.4561781883239746 (2.4561781883239746) | > loss_1: 31.91692352294922 (31.91692352294922)  --> STEP: 2 | > loss_disc: 2.037163496017456 (2.064536690711975) | > loss_disc_real_0: 0.06765059381723404 (0.09003279730677605) | > loss_disc_real_1: 0.30885976552963257 (0.24562140554189682) | > loss_disc_real_2: 0.18243807554244995 (0.1890328973531723) | > loss_disc_real_3: 0.23257991671562195 (0.22171460837125778) | > loss_disc_real_4: 0.2342773824930191 (0.18330232053995132) | > loss_disc_real_5: 0.20297466218471527 (0.21021656692028046) | > loss_0: 2.037163496017456 (2.064536690711975) | > loss_gen: 2.9654834270477295 (2.6738688945770264) | > loss_kl: 2.0723392963409424 (2.0993133783340454) | > loss_feat: 7.129037380218506 (6.538394451141357) | > loss_mel: 19.598485946655273 (19.30146884918213) | > loss_duration: 2.4623916149139404 (2.4592849016189575) | > loss_1: 34.22773742675781 (33.072330474853516)  --> STEP: 3 | > loss_disc: 2.128858804702759 (2.08597739537557) | > loss_disc_real_0: 0.07652945071458817 (0.08553168177604675) | > loss_disc_real_1: 0.19049815833568573 (0.22724698980649313) | > loss_disc_real_2: 0.2060992419719696 (0.1947216788927714) | > loss_disc_real_3: 0.1673046350479126 (0.2035779505968094) | > loss_disc_real_4: 0.22154541313648224 (0.1960500180721283) | > loss_disc_real_5: 0.25223103165626526 (0.22422138849894205) | > loss_0: 2.128858804702759 (2.08597739537557) | > loss_gen: 2.452094316482544 (2.5999440352121987) | > loss_kl: 2.6021060943603516 (2.266910950342814) | > loss_feat: 6.800117015838623 (6.625635306040446) | > loss_mel: 19.458276748657227 (19.35373814900716) | > loss_duration: 2.222968101501465 (2.3805126349131265) | > loss_1: 33.53556442260742 (33.226741790771484)  --> STEP: 4 | > loss_disc: 2.284684419631958 (2.1356541514396667) | > loss_disc_real_0: 0.09042127430438995 (0.08675407990813255) | > loss_disc_real_1: 0.20136825740337372 (0.22077730670571327) | > loss_disc_real_2: 0.2704489529132843 (0.21365349739789963) | > loss_disc_real_3: 0.2289939969778061 (0.20993196219205856) | > loss_disc_real_4: 0.19314834475517273 (0.1953245997428894) | > loss_disc_real_5: 0.12289933115243912 (0.19889087416231632) | > loss_0: 2.284684419631958 (2.1356541514396667) | > loss_gen: 2.4313738346099854 (2.5578014850616455) | > loss_kl: 2.6139261722564697 (2.353664755821228) | > loss_feat: 8.916546821594238 (7.198363184928894) | > loss_mel: 18.835630416870117 (19.2242112159729) | > loss_duration: 2.2749903202056885 (2.354132056236267) | > loss_1: 35.07246780395508 (33.68817329406738)  --> STEP: 5 | > loss_disc: 2.390751838684082 (2.1866736888885496) | > loss_disc_real_0: 0.12434642016887665 (0.09427254796028137) | > loss_disc_real_1: 0.3086766004562378 (0.23835716545581817) | > loss_disc_real_2: 0.24318565428256989 (0.21955992877483368) | > loss_disc_real_3: 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2.296079158782959 (2.204907933870951) | > loss_gen: 2.4962210655212402 (2.5343746344248452) | > loss_kl: 2.8672714233398438 (2.392637610435486) | > loss_feat: 7.036078453063965 (7.163370847702026) | > loss_mel: 20.674320220947266 (19.563721656799316) | > loss_duration: 2.1346495151519775 (2.322113593419393) | > loss_1: 35.20854187011719 (33.976219177246094)  --> STEP: 7 | > loss_disc: 2.4141740798950195 (2.2348030975886752) | > loss_disc_real_0: 0.10001879185438156 (0.0935163487281118) | > loss_disc_real_1: 0.33666732907295227 (0.258951125400407) | > loss_disc_real_2: 0.27987828850746155 (0.22926966633115495) | > loss_disc_real_3: 0.2854086458683014 (0.21966860336916788) | > loss_disc_real_4: 0.20850186049938202 (0.2005272422518049) | > loss_disc_real_5: 0.2702116072177887 (0.211335474891322) | > loss_0: 2.4141740798950195 (2.2348030975886752) | > loss_gen: 2.7449398040771484 (2.564455372946603) | > loss_kl: 3.7381961345672607 (2.584860256740025) | > loss_feat: 6.880321979522705 (7.1229352951049805) | > loss_mel: 18.050809860229492 (19.347591400146484) | > loss_duration: 2.4945058822631836 (2.3467410632542203) | > loss_1: 33.90877151489258 (33.96658379690988)  --> STEP: 8 | > loss_disc: 2.6987762451171875 (2.2927997410297394) | > loss_disc_real_0: 0.11995181441307068 (0.09682078193873167) | > loss_disc_real_1: 0.5078004002571106 (0.2900572847574949) | > loss_disc_real_2: 0.24276429414749146 (0.23095649480819702) | > loss_disc_real_3: 0.25100576877593994 (0.22358574904501438) | > loss_disc_real_4: 0.18735769391059875 (0.19888104870915413) | > loss_disc_real_5: 0.1703147292137146 (0.20620788168162107) | > loss_0: 2.6987762451171875 (2.2927997410297394) | > loss_gen: 2.5137248039245605 (2.5581140518188477) | > loss_kl: 2.348346710205078 (2.5552960634231567) | > loss_feat: 7.379767894744873 (7.155039370059967) | > loss_mel: 18.771642684936523 (19.27559781074524) | > loss_duration: 2.143496036529541 (2.3213354349136353) | > loss_1: 33.156978607177734 (33.86538314819336)  --> STEP: 9 | > loss_disc: 2.505291700363159 (2.316409958733453) | > loss_disc_real_0: 0.2362585961818695 (0.11231387241019143) | > loss_disc_real_1: 0.3620874583721161 (0.2980606373813417) | > loss_disc_real_2: 0.2336643785238266 (0.2312573707766003) | > loss_disc_real_3: 0.19949668645858765 (0.22090918653541142) | > loss_disc_real_4: 0.24092982709407806 (0.2035531351963679) | > loss_disc_real_5: 0.29232510924339294 (0.21577646252181795) | > loss_0: 2.505291700363159 (2.316409958733453) | > loss_gen: 3.0620856285095215 (2.614110893673367) | > loss_kl: 2.647411823272705 (2.5655311478508844) | > loss_feat: 10.518182754516602 (7.528721968332927) | > loss_mel: 19.138568878173828 (19.260372373792862) | > loss_duration: 2.124274253845215 (2.2994397481282554) | > loss_1: 37.49052047729492 (34.2681761847602)  --> STEP: 10 | > loss_disc: 2.708557367324829 (2.3556246995925902) | > loss_disc_real_0: 0.16146042943000793 (0.11722852811217307) | > loss_disc_real_1: 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loss_disc_real_4: 0.22389058768749237 (0.20570976490324194) | > loss_disc_real_5: 0.19416619837284088 (0.21684276177124542) | > loss_0: 2.441439390182495 (2.3634260351007637) | > loss_gen: 2.2064850330352783 (2.5653613697398794) | > loss_kl: 2.628086805343628 (2.5351256023753774) | > loss_feat: 6.4140448570251465 (7.189495650204745) | > loss_mel: 17.659259796142578 (18.65823000127619) | > loss_duration: 2.442272663116455 (2.31351806900718) | > loss_1: 31.350149154663086 (33.26173088767312)  --> STEP: 12 | > loss_disc: 2.049705743789673 (2.337282677491506) | > loss_disc_real_0: 0.04864874109625816 (0.10686692626525958) | > loss_disc_real_1: 0.1540277898311615 (0.29145409787694615) | > loss_disc_real_2: 0.19166553020477295 (0.23284194121758142) | > loss_disc_real_3: 0.18473075330257416 (0.22223092863957086) | > loss_disc_real_4: 0.19444863498210907 (0.2047713374098142) | > loss_disc_real_5: 0.17390607297420502 (0.21326470437149206) | > loss_0: 2.049705743789673 (2.337282677491506) | > loss_gen: 2.3278682231903076 (2.5455702741940818) | > loss_kl: 2.2694790363311768 (2.5129883885383606) | > loss_feat: 6.581788063049316 (7.138853351275126) | > loss_mel: 18.9315242767334 (18.68100452423096) | > loss_duration: 2.2502541542053223 (2.3082460761070256) | > loss_1: 32.36091232299805 (33.186662673950195)  --> STEP: 13 | > loss_disc: 2.7107903957366943 (2.3660140404334435) | > loss_disc_real_0: 0.13985098898410797 (0.10940416185901715) | > loss_disc_real_1: 0.41998741030693054 (0.3013412757561757) | > loss_disc_real_2: 0.24540382623672485 (0.23380824006520784) | > loss_disc_real_3: 0.276325523853302 (0.2263920513483194) | > loss_disc_real_4: 0.16637872159481049 (0.20181805927019852) | > loss_disc_real_5: 0.14681340754032135 (0.2081530661537097) | > loss_0: 2.7107903957366943 (2.3660140404334435) | > loss_gen: 2.297018051147461 (2.5264508724212646) | > loss_kl: 2.7550904750823975 (2.531611625964825) | > loss_feat: 5.723156452178955 (7.02995358980619) | > loss_mel: 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(0.2141159606330535) | > loss_disc_real_5: 0.2449508011341095 (0.22038048286648357) | > loss_0: 2.380758047103882 (2.395316208110136) | > loss_gen: 2.5782275199890137 (2.519000361947452) | > loss_kl: 2.2984437942504883 (2.5807426677030674) | > loss_feat: 6.436187267303467 (7.044845665202422) | > loss_mel: 17.54107666015625 (18.456805173088522) | > loss_duration: 2.415292263031006 (2.3103949602912457) | > loss_1: 31.269227981567383 (32.911789164823645)  --> STEP: 18 | > loss_disc: 2.3661324977874756 (2.3936948908699884) | > loss_disc_real_0: 0.1563270390033722 (0.11988744657072756) | > loss_disc_real_1: 0.23901090025901794 (0.2905479239092933) | > loss_disc_real_2: 0.23006753623485565 (0.23764101333088344) | > loss_disc_real_3: 0.16956356167793274 (0.23272916177908579) | > loss_disc_real_4: 0.2908170223236084 (0.2183771307269732) | > loss_disc_real_5: 0.2171042561531067 (0.22019847027129597) | > loss_0: 2.3661324977874756 (2.3936948908699884) | > loss_gen: 2.7256195545196533 (2.5304792059792414) | > loss_kl: 2.693207025527954 (2.5869906875822277) | > loss_feat: 10.473877906799316 (7.235347456402248) | > loss_mel: 21.487455368041992 (18.625174628363716) | > loss_duration: 2.2161738872528076 (2.305160456233555) | > loss_1: 39.596336364746094 (33.28315289815267)  --> STEP: 19 | > loss_disc: 2.5040621757507324 (2.399503695337396) | > loss_disc_real_0: 0.13824477791786194 (0.12085362190478727) | > loss_disc_real_1: 0.2602385878562927 (0.2889526956959775) | > loss_disc_real_2: 0.25072622299194336 (0.2383297085762024) | > loss_disc_real_3: 0.2118127942085266 (0.23162830032800374) | > loss_disc_real_4: 0.2421986609697342 (0.2196308954765922) | > loss_disc_real_5: 0.18326124548912048 (0.2182544058090762) | > loss_0: 2.5040621757507324 (2.399503695337396) | > loss_gen: 2.2159008979797363 (2.5139224529266357) | > loss_kl: 2.207704544067383 (2.5670282589761833) | > loss_feat: 5.841830253601074 (7.162004445728503) | > loss_mel: 17.6928768157959 (18.57610632243909) | > loss_duration: 2.283350706100464 (2.3040125746476026) | > loss_1: 30.241662979125977 (33.12307448136179)  --> STEP: 20 | > loss_disc: 2.2648890018463135 (2.3927729606628416) | > loss_disc_real_0: 0.10898333787918091 (0.12026010770350695) | > loss_disc_real_1: 0.19074369966983795 (0.2840422458946705) | > loss_disc_real_2: 0.3058435022830963 (0.24170539826154708) | > loss_disc_real_3: 0.24252788722515106 (0.2321732796728611) | > loss_disc_real_4: 0.19800345599651337 (0.21854952350258827) | > loss_disc_real_5: 0.2179420292377472 (0.21823878698050975) | > loss_0: 2.2648890018463135 (2.3927729606628416) | > loss_gen: 2.577632427215576 (2.5171079516410826) | > loss_kl: 2.1426520347595215 (2.5458094477653503) | > loss_feat: 7.1735429763793945 (7.162581372261047) | > loss_mel: 19.659900665283203 (18.630296039581296) | > loss_duration: 2.292064666748047 (2.303415179252625) | > loss_1: 33.845794677734375 (33.15921049118042)  --> STEP: 21 | > loss_disc: 2.1391162872314453 (2.3806940714518228) | > loss_disc_real_0: 0.15446288883686066 (0.12188881156699997) | > loss_disc_real_1: 0.1650468409061432 (0.27837579803807394) | > loss_disc_real_2: 0.1308443397283554 (0.23642630023615702) | > loss_disc_real_3: 0.22232119739055634 (0.23170413289751327) | > loss_disc_real_4: 0.1928083598613739 (0.2173237538053876) | > loss_disc_real_5: 0.16414031386375427 (0.21566266921304522) | > loss_0: 2.1391162872314453 (2.3806940714518228) | > loss_gen: 2.3187551498413086 (2.5076625801268078) | > loss_kl: 1.6913537979125977 (2.5051210834866477) | > loss_feat: 7.234433650970459 (7.166002909342448) | > loss_mel: 18.059526443481445 (18.603116535005114) | > loss_duration: 2.124418258666992 (2.2948915163675947) | > loss_1: 31.42848777770996 (33.0767951238723)  --> STEP: 22 | > loss_disc: 2.19122576713562 (2.3720818758010864) | > loss_disc_real_0: 0.07523441314697266 (0.11976815709336237) | > loss_disc_real_1: 0.282502681016922 (0.2785633836280216) | > loss_disc_real_2: 0.22204287350177765 (0.23577250811186704) | > loss_disc_real_3: 0.19432513415813446 (0.23000508750026877) | > loss_disc_real_4: 0.22816531360149384 (0.21781655197793787) | > loss_disc_real_5: 0.19991929829120636 (0.2149470614438707) | > loss_0: 2.19122576713562 (2.3720818758010864) | > loss_gen: 2.6991288661956787 (2.5163655931299385) | > loss_kl: 2.1674368381500244 (2.4897717996077104) | > loss_feat: 7.341315269470215 (7.173971652984619) | > loss_mel: 19.65091896057129 (18.650743917985395) | > loss_duration: 2.147643566131592 (2.288198427720504) | > loss_1: 34.00644302368164 (33.11905184659091)  --> STEP: 23 | > loss_disc: 2.2074198722839355 (2.3649226582568623) | > loss_disc_real_0: 0.06640556454658508 (0.11744804437393727) | > loss_disc_real_1: 0.21270227432250977 (0.2756998571364776) | > loss_disc_real_2: 0.21868598461151123 (0.23502961578576462) | > loss_disc_real_3: 0.2080783247947693 (0.229051749991334) | > loss_disc_real_4: 0.24221280217170715 (0.21887725850810175) | > loss_disc_real_5: 0.19437702000141144 (0.2140527118159377) | > loss_0: 2.2074198722839355 (2.3649226582568623) | > loss_gen: 2.6108789443969727 (2.5204748692719834) | > loss_kl: 2.6023778915405273 (2.4946677166482676) | > loss_feat: 6.183414936065674 (7.130903969640317) | > loss_mel: 17.475107192993164 (18.599629277768344) | > loss_duration: 2.2941040992736816 (2.2884551960489032) | > loss_1: 31.165884017944336 (33.03413150621497)  --> STEP: 24 | > loss_disc: 2.5143494606018066 (2.371148775021235) | > loss_disc_real_0: 0.07911097258329391 (0.11585066638266046) | > loss_disc_real_1: 0.2175336480140686 (0.27327626508971053) | > loss_disc_real_2: 0.14922648668289185 (0.23145448540647826) | > loss_disc_real_3: 0.23310787975788116 (0.22922075539827347) | > loss_disc_real_4: 0.20997299253940582 (0.21850624742607275) | > loss_disc_real_5: 0.24724555015563965 (0.2154357467467586) | > loss_0: 2.5143494606018066 (2.371148775021235) | > loss_gen: 2.0230753421783447 (2.499749888976415) | > loss_kl: 2.195401430130005 (2.48219828804334) | > loss_feat: 6.291396141052246 (7.095924476782481) | > loss_mel: 16.728954315185547 (18.521684487660725) | > loss_duration: 2.3820571899414062 (2.2923552791277575) | > loss_1: 29.62088394165039 (32.891912857691445)  --> STEP: 25 | > loss_disc: 2.553980588912964 (2.3784620475769045) | > loss_disc_real_0: 0.08569785952568054 (0.11464455410838127) | > loss_disc_real_1: 0.2533237934112549 (0.2724781662225723) | > loss_disc_real_2: 0.2655283808708191 (0.23281744122505188) | > loss_disc_real_3: 0.1977936178445816 (0.2279636698961258) | > loss_disc_real_4: 0.21167777478694916 (0.2182331085205078) | > loss_disc_real_5: 0.173561230301857 (0.21376076608896255) | > loss_0: 2.553980588912964 (2.3784620475769045) | > loss_gen: 1.8632378578186035 (2.4742894077301028) | > loss_kl: 2.61486554145813 (2.4875049781799317) | > loss_feat: 3.8984408378601074 (6.968025131225586) | > loss_mel: 14.034004211425781 (18.342177276611327) | > loss_duration: 2.330916166305542 (2.293897714614869) | > loss_1: 24.74146270751953 (32.56589485168457)  --> STEP: 26 | > loss_disc: 2.1564993858337402 (2.3699250221252446) | > loss_disc_real_0: 0.10857787728309631 (0.11441122038433185) | > loss_disc_real_1: 0.22806444764137268 (0.27076994627714157) | > loss_disc_real_2: 0.127008318901062 (0.22874785959720612) | > loss_disc_real_3: 0.18156510591506958 (0.22617910974300826) | > loss_disc_real_4: 0.12542521953582764 (0.21466357432878935) | > loss_disc_real_5: 0.07022184878587723 (0.20824003850038236) | > loss_0: 2.1564993858337402 (2.3699250221252446) | > loss_gen: 2.4160990715026855 (2.4720513178752017) | > loss_kl: 2.075744152069092 (2.4716680233295145) | > loss_feat: 10.981717109680176 (7.1223978996276855) | > loss_mel: 21.3408203125 (18.457509701068584) | > loss_duration: 2.288677215576172 (2.2936969261903037) | > loss_1: 39.103057861328125 (32.81732419820932) --> EVAL PERFORMANCE | > avg_loader_time: 0.002523468090937687 (+6.039326007549386e-05) | > avg_loss_disc: 2.3699250221252446 (-0.07639662119058421) | > avg_loss_disc_real_0: 0.11441122038433185 (+0.004444398917257786) | > avg_loss_disc_real_1: 0.27076994627714157 (+0.03847329146586931) | > avg_loss_disc_real_2: 0.22874785959720612 (+0.034908985002682746) | > avg_loss_disc_real_3: 0.22617910974300826 (-0.0104001353566463) | > avg_loss_disc_real_4: 0.21466357432878935 (-0.019675849148860336) | > avg_loss_disc_real_5: 0.20824003850038236 (-0.024950856199631305) | > avg_loss_0: 2.3699250221252446 (-0.07639662119058421) | > avg_loss_gen: 2.4720513178752017 (+0.2529105635789719) | > avg_loss_kl: 2.4716680233295145 (+0.033864090075859554) | > avg_loss_feat: 7.1223978996276855 (+0.11350059509277344) | > avg_loss_mel: 18.457509701068584 (+0.30707986538226706) | > avg_loss_duration: 2.2936969261903037 (-0.004825078524075543) | > avg_loss_1: 32.81732419820932 (+0.7025307875413134)  > EPOCH: 296/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 03:58:39)   --> TIME: 2024-06-11 03:58:46 -- STEP: 19/330 -- GLOBAL_STEP: 185700 | > loss_disc: 2.263859272003174 (2.3368115299626404) | > loss_disc_real_0: 0.07623407244682312 (0.10002139406768899) | > loss_disc_real_1: 0.18502484261989594 (0.2181136396370436) | > loss_disc_real_2: 0.19298146665096283 (0.21823507861087196) | > loss_disc_real_3: 0.21224041283130646 (0.22867575209391744) | > loss_disc_real_4: 0.20162978768348694 (0.2220117151737213) | > loss_disc_real_5: 0.20592287182807922 (0.22200378226606468) | > loss_0: 2.263859272003174 (2.3368115299626404) | > grad_norm_0: tensor(7.8611, device='cuda:0') (tensor(10.2032, device='cuda:0')) | > loss_gen: 2.365561008453369 (2.5382353632073653) | > loss_kl: 1.7775222063064575 (1.757111536829095) | > loss_feat: 7.088663578033447 (7.008905762120297) | > loss_mel: 18.5054874420166 (18.626456511648076) | > loss_duration: 2.0506060123443604 (2.1504666930750798) | > loss_1: 31.787839889526367 (32.08117565355803) | > grad_norm_1: tensor(267.4847, device='cuda:0') (tensor(158.0105, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3376 (0.3470225585134406) | > loader_time: 0.0031 (0.003115842216893246)  --> TIME: 2024-06-11 03:58:56 -- STEP: 44/330 -- GLOBAL_STEP: 185725 | > loss_disc: 2.363274335861206 (2.3039452379400074) | > loss_disc_real_0: 0.13440610468387604 (0.10437432304024696) | > loss_disc_real_1: 0.23072868585586548 (0.20753636515953325) | > loss_disc_real_2: 0.19463184475898743 (0.21315268765796314) | > loss_disc_real_3: 0.20945945382118225 (0.22443788701837714) | > loss_disc_real_4: 0.22043617069721222 (0.2213137268342755) | > loss_disc_real_5: 0.2138538658618927 (0.21249905397946184) | > loss_0: 2.363274335861206 (2.3039452379400074) | > grad_norm_0: tensor(24.0162, device='cuda:0') (tensor(13.8004, device='cuda:0')) | > loss_gen: 2.5553479194641113 (2.555484744635496) | > loss_kl: 1.7664278745651245 (1.7946534075520255) | > loss_feat: 7.771763324737549 (7.251300085674632) | > loss_mel: 18.815542221069336 (18.682582335038628) | > loss_duration: 1.9827481508255005 (2.080715125257319) | > loss_1: 32.89183044433594 (32.36473573337901) | > grad_norm_1: tensor(222.6005, device='cuda:0') (tensor(175.6170, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3939 (0.359850054437464) | > loader_time: 0.004 (0.0035583972930908203)  --> TIME: 2024-06-11 03:59:05 -- STEP: 69/330 -- GLOBAL_STEP: 185750 | > loss_disc: 2.325906276702881 (2.30286055025847) | > loss_disc_real_0: 0.09961514919996262 (0.10626866150161494) | > loss_disc_real_1: 0.19796474277973175 (0.20389317883097607) | > loss_disc_real_2: 0.21264375746250153 (0.21445554754008417) | > loss_disc_real_3: 0.24675384163856506 (0.22537658655125162) | > loss_disc_real_4: 0.23077689111232758 (0.22095708916152734) | > loss_disc_real_5: 0.1995505690574646 (0.21220064940659897) | > loss_0: 2.325906276702881 (2.30286055025847) | > grad_norm_0: tensor(9.8946, device='cuda:0') (tensor(15.6311, device='cuda:0')) | > loss_gen: 2.514763832092285 (2.551480072132056) | > loss_kl: 1.6313999891281128 (1.804905032766038) | > loss_feat: 7.6043291091918945 (7.2674549144247305) | > loss_mel: 17.95954132080078 (18.70671637161919) | > loss_duration: 1.9795100688934326 (2.059907227322676) | > loss_1: 31.689542770385742 (32.390463538791835) | > grad_norm_1: tensor(219.8053, device='cuda:0') (tensor(198.2539, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3662 (0.36572529958642047) | > loader_time: 0.0036 (0.0037515197975048122)  --> TIME: 2024-06-11 03:59:15 -- STEP: 94/330 -- GLOBAL_STEP: 185775 | > loss_disc: 2.344846725463867 (2.308406672579177) | > loss_disc_real_0: 0.10339534282684326 (0.10635619824554057) | > loss_disc_real_1: 0.19337965548038483 (0.20234085460926624) | > loss_disc_real_2: 0.2643224596977234 (0.21483972066260398) | > loss_disc_real_3: 0.21082110702991486 (0.22693708015883224) | > loss_disc_real_4: 0.21453098952770233 (0.22221525219526697) | > loss_disc_real_5: 0.19808295369148254 (0.21439098978930332) | > loss_0: 2.344846725463867 (2.308406672579177) | > grad_norm_0: tensor(25.8539, device='cuda:0') (tensor(18.4127, device='cuda:0')) | > loss_gen: 2.4582912921905518 (2.5489184044777087) | > loss_kl: 1.9333972930908203 (1.8117083171580701) | > loss_feat: 6.998600006103516 (7.271319216870247) | > loss_mel: 18.41419792175293 (18.623513891341847) | > loss_duration: 2.0535659790039062 (2.051524062105951) | > loss_1: 31.85805320739746 (32.30698386659014) | > grad_norm_1: tensor(411.7312, device='cuda:0') (tensor(240.2240, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3663 (0.36983839501725857) | > loader_time: 0.0039 (0.003897687222095246)  --> TIME: 2024-06-11 03:59:25 -- STEP: 119/330 -- GLOBAL_STEP: 185800 | > loss_disc: 2.3608193397521973 (2.3048614193411425) | > loss_disc_real_0: 0.07632852345705032 (0.10755267125718734) | > loss_disc_real_1: 0.23889489471912384 (0.2009124669457684) | > loss_disc_real_2: 0.23185597360134125 (0.21366067205657477) | > loss_disc_real_3: 0.2496335506439209 (0.22617255201359757) | > loss_disc_real_4: 0.23505736887454987 (0.2222621922983843) | > loss_disc_real_5: 0.25699734687805176 (0.2139872403956261) | > loss_0: 2.3608193397521973 (2.3048614193411425) | > grad_norm_0: tensor(28.4185, device='cuda:0') (tensor(21.1127, device='cuda:0')) | > loss_gen: 2.690031051635742 (2.557048148467762) | > loss_kl: 1.8816134929656982 (1.8222439058688509) | > loss_feat: 7.944704532623291 (7.292654293925822) | > loss_mel: 18.79696273803711 (18.589413843235057) | > loss_duration: 2.0371785163879395 (2.0487522818461197) | > loss_1: 33.35049057006836 (32.3101123521308) | > grad_norm_1: tensor(375.2847, device='cuda:0') (tensor(270.3295, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3736 (0.36956215105136897) | > loader_time: 0.005 (0.003969699394803088)  --> TIME: 2024-06-11 03:59:34 -- STEP: 144/330 -- GLOBAL_STEP: 185825 | > loss_disc: 2.1736042499542236 (2.306265456808937) | > loss_disc_real_0: 0.09687887132167816 (0.10797028572091626) | > loss_disc_real_1: 0.19353696703910828 (0.2004293208527896) | > loss_disc_real_2: 0.24358372390270233 (0.21361653486059773) | > loss_disc_real_3: 0.18669678270816803 (0.22611609960181844) | > loss_disc_real_4: 0.20541810989379883 (0.222725382902556) | > loss_disc_real_5: 0.20208194851875305 (0.2144355655958255) | > loss_0: 2.1736042499542236 (2.306265456808937) | > grad_norm_0: tensor(30.0240, device='cuda:0') (tensor(21.8635, device='cuda:0')) | > loss_gen: 2.697422504425049 (2.561850397123232) | > loss_kl: 1.6376830339431763 (1.8185457479622629) | > loss_feat: 8.495979309082031 (7.310451338688533) | > loss_mel: 18.952524185180664 (18.569522208637668) | > loss_duration: 2.0277867317199707 (2.050653600030476) | > loss_1: 33.81139373779297 (32.31102322207557) | > grad_norm_1: tensor(469.3678, device='cuda:0') (tensor(278.9478, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3884 (0.3699907511472701) | > loader_time: 0.0042 (0.004020374682214525)  --> TIME: 2024-06-11 03:59:44 -- STEP: 169/330 -- GLOBAL_STEP: 185850 | > loss_disc: 2.292057514190674 (2.302376797918737) | > loss_disc_real_0: 0.08001106977462769 (0.10902164261457482) | > loss_disc_real_1: 0.20342817902565002 (0.19928399398482052) | > loss_disc_real_2: 0.2235165536403656 (0.21295755757735327) | > loss_disc_real_3: 0.20765571296215057 (0.22573487531151293) | > loss_disc_real_4: 0.20797397196292877 (0.2210011147183074) | > loss_disc_real_5: 0.2166275978088379 (0.21436714041515215) | > loss_0: 2.292057514190674 (2.302376797918737) | > grad_norm_0: tensor(36.3696, device='cuda:0') (tensor(24.1235, device='cuda:0')) | > loss_gen: 2.572490692138672 (2.564961368515648) | > loss_kl: 1.7905348539352417 (1.8172424552003308) | > loss_feat: 7.564281463623047 (7.317520624081764) | > loss_mel: 17.80415916442871 (18.553083352083284) | > loss_duration: 2.085326910018921 (2.053683958110019) | > loss_1: 31.81679344177246 (32.306491637371) | > grad_norm_1: tensor(488.1506, device='cuda:0') (tensor(295.2494, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3891 (0.3720380088986728) | > loader_time: 0.0043 (0.004099071378538593)  --> TIME: 2024-06-11 03:59:54 -- STEP: 194/330 -- GLOBAL_STEP: 185875 | > loss_disc: 2.1420655250549316 (2.3037493388677377) | > loss_disc_real_0: 0.06075528264045715 (0.111055054020175) | > loss_disc_real_1: 0.21325287222862244 (0.1995850940494193) | > loss_disc_real_2: 0.2267622947692871 (0.21261276519790137) | > loss_disc_real_3: 0.239022895693779 (0.22610154248697242) | > loss_disc_real_4: 0.22809024155139923 (0.22115239285931146) | > loss_disc_real_5: 0.19866418838500977 (0.2142723019129222) | > loss_0: 2.1420655250549316 (2.3037493388677377) | > grad_norm_0: tensor(29.3541, device='cuda:0') (tensor(27.4903, device='cuda:0')) | > loss_gen: 2.8101744651794434 (2.569362827183046) | > loss_kl: 1.7493274211883545 (1.813339410368929) | > loss_feat: 8.342164993286133 (7.329321546652882) | > loss_mel: 18.59926986694336 (18.53380482467181) | > loss_duration: 2.0710396766662598 (2.059671265562785) | > loss_1: 33.57197570800781 (32.30549982405202) | > grad_norm_1: tensor(374.4295, device='cuda:0') (tensor(310.3601, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.4026 (0.3746264152920121) | > loader_time: 0.0047 (0.004200340546283524)  --> TIME: 2024-06-11 04:00:04 -- STEP: 219/330 -- GLOBAL_STEP: 185900 | > loss_disc: 2.32657790184021 (2.306537537814276) | > loss_disc_real_0: 0.09493870288133621 (0.11181400437333268) | > loss_disc_real_1: 0.19235588610172272 (0.19953117733948847) | > loss_disc_real_2: 0.24022844433784485 (0.213220510308601) | > loss_disc_real_3: 0.23882527649402618 (0.22642022765934738) | > loss_disc_real_4: 0.19449834525585175 (0.22060807178553926) | > loss_disc_real_5: 0.20245493948459625 (0.21379294787367728) | > loss_0: 2.32657790184021 (2.306537537814276) | > grad_norm_0: tensor(23.6047, device='cuda:0') (tensor(29.6127, device='cuda:0')) | > loss_gen: 2.452507734298706 (2.571264995287543) | > loss_kl: 1.724579095840454 (1.8129982278771597) | > loss_feat: 8.08623218536377 (7.355365729223103) | > loss_mel: 18.242292404174805 (18.511714090495367) | > loss_duration: 2.114394187927246 (2.0657512978331702) | > loss_1: 32.6200065612793 (32.31709436738874) | > grad_norm_1: tensor(372.6571, device='cuda:0') (tensor(326.8745, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.3953 (0.37840794319431514) | > loader_time: 0.0057 (0.004331675838662062)  --> TIME: 2024-06-11 04:00:15 -- STEP: 244/330 -- GLOBAL_STEP: 185925 | > loss_disc: 2.280278444290161 (2.308940854228912) | > loss_disc_real_0: 0.1324973702430725 (0.11232051326603186) | > loss_disc_real_1: 0.21455256640911102 (0.19912661282254043) | > loss_disc_real_2: 0.2098025232553482 (0.21389447665605388) | > loss_disc_real_3: 0.23222605884075165 (0.22679705136134976) | > loss_disc_real_4: 0.24308276176452637 (0.22152449929567633) | > loss_disc_real_5: 0.23773953318595886 (0.2137770378565202) | > loss_0: 2.280278444290161 (2.308940854228912) | > grad_norm_0: tensor(13.8796, device='cuda:0') (tensor(29.8381, device='cuda:0')) | > loss_gen: 2.657362461090088 (2.566406604696493) | > loss_kl: 1.775755763053894 (1.8118038167718982) | > loss_feat: 6.779020309448242 (7.344420685142767) | > loss_mel: 17.764875411987305 (18.45406276671614) | > loss_duration: 2.07434344291687 (2.0733457764641208) | > loss_1: 31.05135726928711 (32.250039671288164) | > grad_norm_1: tensor(344.7166, device='cuda:0') (tensor(336.0951, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.4586 (0.3829762740213361) | > loader_time: 0.0056 (0.004476159322457233)  --> TIME: 2024-06-11 04:00:26 -- STEP: 269/330 -- GLOBAL_STEP: 185950 | > loss_disc: 2.365522861480713 (2.3111966303290052) | > loss_disc_real_0: 0.10452232509851456 (0.11281701362930709) | > loss_disc_real_1: 0.24279019236564636 (0.19997590170917012) | > loss_disc_real_2: 0.26133787631988525 (0.21416816691483706) | > loss_disc_real_3: 0.24435262382030487 (0.2266886647527546) | > loss_disc_real_4: 0.24440918862819672 (0.22154152781103623) | > loss_disc_real_5: 0.28008028864860535 (0.21413197886323396) | > loss_0: 2.365522861480713 (2.3111966303290052) | > grad_norm_0: tensor(29.6961, device='cuda:0') (tensor(30.2759, device='cuda:0')) | > loss_gen: 2.7638299465179443 (2.567396885400368) | > loss_kl: 1.8194390535354614 (1.8157122609340568) | > loss_feat: 7.217487335205078 (7.365597487382286) | > loss_mel: 18.381242752075195 (18.421586905270274) | > loss_duration: 2.174412727355957 (2.080602930380954) | > loss_1: 32.35641098022461 (32.25089651058153) | > grad_norm_1: tensor(559.1821, device='cuda:0') (tensor(343.0912, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.4366 (0.38789781850509913) | > loader_time: 0.0072 (0.004634886426110248)  --> TIME: 2024-06-11 04:00:38 -- STEP: 294/330 -- GLOBAL_STEP: 185975 | > loss_disc: 2.2253007888793945 (2.312247985885257) | > loss_disc_real_0: 0.08092806488275528 (0.11302858896452148) | > loss_disc_real_1: 0.20168252289295197 (0.2001811757075543) | > loss_disc_real_2: 0.19136175513267517 (0.21407460066534226) | > loss_disc_real_3: 0.24233371019363403 (0.22656179300579085) | > loss_disc_real_4: 0.2075311690568924 (0.22134831481847633) | > loss_disc_real_5: 0.2036796510219574 (0.21426090927553823) | > loss_0: 2.2253007888793945 (2.312247985885257) | > grad_norm_0: tensor(7.5644, device='cuda:0') (tensor(31.7900, device='cuda:0')) | > loss_gen: 2.8618693351745605 (2.567613368942624) | > loss_kl: 1.9983841180801392 (1.8239347367059617) | > loss_feat: 8.183589935302734 (7.380406295361162) | > loss_mel: 17.751405715942383 (18.380440147555625) | > loss_duration: 2.22583270072937 (2.089544098393448) | > loss_1: 33.02108383178711 (32.24193872724259) | > grad_norm_1: tensor(611.4802, device='cuda:0') (tensor(354.0210, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.4722 (0.3930368439680864) | > loader_time: 0.007 (0.0048018369544930994)  --> TIME: 2024-06-11 04:00:51 -- STEP: 319/330 -- GLOBAL_STEP: 186000 | > loss_disc: 2.328984022140503 (2.3138958959370197) | > loss_disc_real_0: 0.08096962422132492 (0.1140358911996538) | > loss_disc_real_1: 0.15682393312454224 (0.2000872136843989) | > loss_disc_real_2: 0.21510054171085358 (0.21410920706849113) | > loss_disc_real_3: 0.22062084078788757 (0.22651183320250257) | > loss_disc_real_4: 0.23702789843082428 (0.22175989932961598) | > loss_disc_real_5: 0.20851877331733704 (0.214315596278932) | > loss_0: 2.328984022140503 (2.3138958959370197) | > grad_norm_0: tensor(38.3186, device='cuda:0') (tensor(33.2604, device='cuda:0')) | > loss_gen: 2.529270648956299 (2.5678756999371566) | > loss_kl: 1.907392978668213 (1.8294182989664587) | > loss_feat: 8.931827545166016 (7.421322227645444) | > loss_mel: 17.755998611450195 (18.3468603116218) | > loss_duration: 2.2718491554260254 (2.102412017535268) | > loss_1: 33.396339416503906 (32.26788863418242) | > grad_norm_1: tensor(552.8926, device='cuda:0') (tensor(361.8278, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.5576 (0.40294169258548174) | > loader_time: 0.0085 (0.005027996708980545) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_186000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3920559883117676 (2.3920559883117676) | > loss_disc_real_0: 0.12498541921377182 (0.12498541921377182) | > loss_disc_real_1: 0.19493795931339264 (0.19493795931339264) | > loss_disc_real_2: 0.24104124307632446 (0.24104124307632446) | > loss_disc_real_3: 0.2865685820579529 (0.2865685820579529) | > loss_disc_real_4: 0.23836643993854523 (0.23836643993854523) | > loss_disc_real_5: 0.18973012268543243 (0.18973012268543243) | > loss_0: 2.3920559883117676 (2.3920559883117676) | > loss_gen: 2.355231761932373 (2.355231761932373) | > loss_kl: 2.2614095211029053 (2.2614095211029053) | > loss_feat: 6.332712650299072 (6.332712650299072) | > loss_mel: 16.385265350341797 (16.385265350341797) | > loss_duration: 2.914170980453491 (2.914170980453491) | > loss_1: 30.248790740966797 (30.248790740966797)  --> STEP: 1 | > loss_disc: 2.1389970779418945 (2.1389970779418945) | > loss_disc_real_0: 0.08140441030263901 (0.08140441030263901) | > loss_disc_real_1: 0.12792235612869263 (0.12792235612869263) | > loss_disc_real_2: 0.1609451174736023 (0.1609451174736023) | > loss_disc_real_3: 0.2292073667049408 (0.2292073667049408) | > loss_disc_real_4: 0.23876696825027466 (0.23876696825027466) | > loss_disc_real_5: 0.1418946236371994 (0.1418946236371994) | > loss_0: 2.1389970779418945 (2.1389970779418945) | > loss_gen: 2.207139253616333 (2.207139253616333) | > loss_kl: 2.735703229904175 (2.735703229904175) | > loss_feat: 6.33368444442749 (6.33368444442749) | > loss_mel: 17.153202056884766 (17.153202056884766) | > loss_duration: 2.3262646198272705 (2.3262646198272705) | > loss_1: 30.75599479675293 (30.75599479675293)  --> STEP: 2 | > loss_disc: 2.4873576164245605 (2.3131773471832275) | > loss_disc_real_0: 0.0760297030210495 (0.07871705666184425) | > loss_disc_real_1: 0.15286310017108917 (0.1403927281498909) | > loss_disc_real_2: 0.24878457188606262 (0.20486484467983246) | > loss_disc_real_3: 0.29063013195991516 (0.259918749332428) | > loss_disc_real_4: 0.28022047877311707 (0.25949372351169586) | > loss_disc_real_5: 0.23699073493480682 (0.1894426792860031) | > loss_0: 2.4873576164245605 (2.3131773471832275) | > loss_gen: 2.253689765930176 (2.2304145097732544) | > loss_kl: 2.425806999206543 (2.580755114555359) | > loss_feat: 5.671791076660156 (6.002737760543823) | > loss_mel: 18.82452392578125 (17.988862991333008) | > loss_duration: 2.389626979827881 (2.3579457998275757) | > loss_1: 31.565439224243164 (31.160717010498047)  --> STEP: 3 | > loss_disc: 2.102415084838867 (2.2429232597351074) | > loss_disc_real_0: 0.051212385296821594 (0.06954883287350337) | > loss_disc_real_1: 0.13187842071056366 (0.13755462567011514) | > loss_disc_real_2: 0.15803128480911255 (0.18925365805625916) | > loss_disc_real_3: 0.24590055644512177 (0.25524601836999256) | > loss_disc_real_4: 0.24801935255527496 (0.2556689331928889) | > loss_disc_real_5: 0.2495613396167755 (0.2094822327295939) | > loss_0: 2.102415084838867 (2.2429232597351074) | > loss_gen: 2.6077189445495605 (2.35618265469869) | > loss_kl: 2.552004098892212 (2.571171442667643) | > loss_feat: 8.496596336364746 (6.834023952484131) | > loss_mel: 18.500564575195312 (18.159430185953777) | > loss_duration: 2.162261486053467 (2.292717695236206) | > loss_1: 34.31914520263672 (32.2135264078776)  --> STEP: 4 | > loss_disc: 2.318298101425171 (2.2617669701576233) | > loss_disc_real_0: 0.11929778754711151 (0.0819860715419054) | > loss_disc_real_1: 0.24204502999782562 (0.16367722675204277) | > loss_disc_real_2: 0.1740458607673645 (0.1854517087340355) | > loss_disc_real_3: 0.2817436456680298 (0.2618704251945019) | > loss_disc_real_4: 0.22289378941059113 (0.24747514724731445) | > loss_disc_real_5: 0.14355169236660004 (0.19299959763884544) | > loss_0: 2.318298101425171 (2.2617669701576233) | > loss_gen: 2.5140414237976074 (2.395647346973419) | > loss_kl: 3.0780861377716064 (2.697900116443634) | > loss_feat: 7.684869766235352 (7.046735405921936) | > loss_mel: 18.871135711669922 (18.337356567382812) | > loss_duration: 2.2939293384552 (2.2930206060409546) | > loss_1: 34.44206237792969 (32.770660400390625)  --> STEP: 5 | > loss_disc: 2.578300952911377 (2.325073766708374) | > loss_disc_real_0: 0.19731689989566803 (0.10505223721265793) | > loss_disc_real_1: 0.2748371362686157 (0.18590920865535737) | > loss_disc_real_2: 0.24661973118782043 (0.1976853132247925) | > loss_disc_real_3: 0.2945399582386017 (0.26840433180332185) | > loss_disc_real_4: 0.2504081428050995 (0.24806174635887146) | > loss_disc_real_5: 0.21899645030498505 (0.19819896817207336) | > loss_0: 2.578300952911377 (2.325073766708374) | > loss_gen: 2.4825031757354736 (2.41301851272583) | > loss_kl: 2.6497080326080322 (2.688261699676514) | > loss_feat: 5.012989521026611 (6.639986228942871) | > loss_mel: 19.405241012573242 (18.5509334564209) | > loss_duration: 2.3429417610168457 (2.303004837036133) | > loss_1: 31.89338493347168 (32.595205307006836)  --> STEP: 6 | > loss_disc: 2.3571603298187256 (2.330421527226766) | > loss_disc_real_0: 0.08099455386400223 (0.10104262332121532) | > loss_disc_real_1: 0.19137586653232574 (0.18682031830151877) | > loss_disc_real_2: 0.18000663816928864 (0.1947388673822085) | > loss_disc_real_3: 0.2693638503551483 (0.26856425156195957) | > loss_disc_real_4: 0.25679007172584534 (0.2495164672533671) | > loss_disc_real_5: 0.2138100266456604 (0.20080081125100455) | > loss_0: 2.3571603298187256 (2.330421527226766) | > loss_gen: 2.21553635597229 (2.3801048199335733) | > loss_kl: 2.4568164348602295 (2.6496874888738) | > loss_feat: 5.716753005981445 (6.486114025115967) | > loss_mel: 19.282447814941406 (18.672852516174316) | > loss_duration: 2.1316816806793213 (2.274450977643331) | > loss_1: 31.803234100341797 (32.463210105895996)  --> STEP: 7 | > loss_disc: 2.097019672393799 (2.297078405107771) | > loss_disc_real_0: 0.10930579900741577 (0.10222307699067253) | > loss_disc_real_1: 0.23431596159934998 (0.19360541020120894) | > loss_disc_real_2: 0.23657479882240295 (0.200715429016522) | > loss_disc_real_3: 0.2996082901954651 (0.27299911422388895) | > loss_disc_real_4: 0.23982179164886475 (0.24813151359558105) | > loss_disc_real_5: 0.18229657411575317 (0.19815734880311148) | > loss_0: 2.097019672393799 (2.297078405107771) | > loss_gen: 2.9299211502075195 (2.4586500099727084) | > loss_kl: 3.29440975189209 (2.741790669304984) | > loss_feat: 6.909619331359863 (6.546614783150809) | > loss_mel: 20.005481719970703 (18.86322811671666) | > loss_duration: 2.4668385982513428 (2.3019349234444753) | > loss_1: 35.60626983642578 (32.912218638828826)  --> STEP: 8 | > loss_disc: 2.1588964462280273 (2.2798056602478027) | > loss_disc_real_0: 0.10323193669319153 (0.1023491844534874) | > loss_disc_real_1: 0.18925391137599945 (0.19306147284805775) | > loss_disc_real_2: 0.15228135883808136 (0.19466117024421692) | > loss_disc_real_3: 0.1854235976934433 (0.26205217465758324) | > loss_disc_real_4: 0.20852184295654297 (0.2431803047657013) | > loss_disc_real_5: 0.21975287795066833 (0.2008567899465561) | > loss_0: 2.1588964462280273 (2.2798056602478027) | > loss_gen: 2.368007183074951 (2.447319656610489) | > loss_kl: 2.845203161239624 (2.754717230796814) | > loss_feat: 7.960343360900879 (6.723330855369568) | > loss_mel: 20.738201141357422 (19.097599744796753) | > loss_duration: 2.206406593322754 (2.2899938821792603) | > loss_1: 36.118160247802734 (33.31296133995056)  --> STEP: 9 | > loss_disc: 2.3803694248199463 (2.29097941186693) | > loss_disc_real_0: 0.11502039432525635 (0.10375709666146173) | > loss_disc_real_1: 0.16341520845890045 (0.18976744347148472) | > loss_disc_real_2: 0.2253052443265915 (0.19806606736448076) | > loss_disc_real_3: 0.2581687569618225 (0.2616206838024987) | > loss_disc_real_4: 0.2367783784866333 (0.24246897962358263) | > loss_disc_real_5: 0.3044777810573578 (0.21237023340331185) | > loss_0: 2.3803694248199463 (2.29097941186693) | > loss_gen: 2.450052499771118 (2.4476233058505588) | > loss_kl: 2.028815746307373 (2.674061510297987) | > loss_feat: 7.552145957946777 (6.815421422322591) | > loss_mel: 19.865243911743164 (19.18289354112413) | > loss_duration: 2.111489772796631 (2.270160092247857) | > loss_1: 34.007747650146484 (33.39015981886122)  --> STEP: 10 | > loss_disc: 2.0824294090270996 (2.270124411582947) | > loss_disc_real_0: 0.1084953099489212 (0.10423091799020767) | > loss_disc_real_1: 0.19332018494606018 (0.19012271761894226) | > loss_disc_real_2: 0.18149489164352417 (0.1964089497923851) | > loss_disc_real_3: 0.2056288868188858 (0.25602150410413743) | > loss_disc_real_4: 0.18456043303012848 (0.2366781249642372) | > loss_disc_real_5: 0.17695260047912598 (0.20882847011089326) | > loss_0: 2.0824294090270996 (2.270124411582947) | > loss_gen: 2.6348025798797607 (2.466341233253479) | > loss_kl: 2.326963186264038 (2.6393516778945925) | > loss_feat: 8.291438102722168 (6.963023090362549) | > loss_mel: 19.069168090820312 (19.17152099609375) | > loss_duration: 2.302417516708374 (2.273385834693909) | > loss_1: 34.62479019165039 (33.51362285614014)  --> STEP: 11 | > loss_disc: 2.4098727703094482 (2.2828288078308105) | > loss_disc_real_0: 0.08538676798343658 (0.10251781344413757) | > loss_disc_real_1: 0.18139398097991943 (0.18932919610630383) | > loss_disc_real_2: 0.1595960557460785 (0.19306232306090268) | > loss_disc_real_3: 0.24246136844158173 (0.25478876449845056) | > loss_disc_real_4: 0.2946494221687317 (0.24194824289191852) | > loss_disc_real_5: 0.23163633048534393 (0.21090191196311603) | > loss_0: 2.4098727703094482 (2.2828288078308105) | > loss_gen: 2.3955578804016113 (2.4599063829942183) | > loss_kl: 2.583177328109741 (2.634244918823242) | > loss_feat: 7.585259437561035 (7.019590031016957) | > loss_mel: 18.237438201904297 (19.086604378440164) | > loss_duration: 2.388681411743164 (2.2838672507892954) | > loss_1: 33.19011688232422 (33.484213222156875)  --> STEP: 12 | > loss_disc: 2.54111909866333 (2.3043529987335205) | > loss_disc_real_0: 0.13144353032112122 (0.10492828985055287) | > loss_disc_real_1: 0.18872323632240295 (0.18927869945764542) | > loss_disc_real_2: 0.15974168479442596 (0.19028560320536295) | > loss_disc_real_3: 0.27143141627311707 (0.2561756521463394) | > loss_disc_real_4: 0.2358398139476776 (0.2414392071465651) | > loss_disc_real_5: 0.21665994822978973 (0.21138174831867218) | > loss_0: 2.54111909866333 (2.3043529987335205) | > loss_gen: 2.2096872329711914 (2.439054787158966) | > loss_kl: 1.9482862949371338 (2.5770817001660666) | > loss_feat: 6.734987258911133 (6.995873133341472) | > loss_mel: 17.774044036865234 (18.977224349975586) | > loss_duration: 2.1845545768737793 (2.275591194629669) | > loss_1: 30.851558685302734 (33.2648253440857)  --> STEP: 13 | > loss_disc: 2.396075963973999 (2.3114086114443264) | > loss_disc_real_0: 0.11660613119602203 (0.10582658533866589) | > loss_disc_real_1: 0.1329750269651413 (0.18494764772745279) | > loss_disc_real_2: 0.2023581713438034 (0.1912142622929353) | > loss_disc_real_3: 0.29827189445495605 (0.2594138246316176) | > loss_disc_real_4: 0.24839569628238678 (0.24197432169547448) | > loss_disc_real_5: 0.267181396484375 (0.21567402894680315) | > loss_0: 2.396075963973999 (2.3114086114443264) | > loss_gen: 2.3686535358428955 (2.433639306288499) | > loss_kl: 2.739389657974243 (2.5895669276897726) | > loss_feat: 5.822728157043457 (6.905631212087778) | > loss_mel: 17.14246368408203 (18.83608891413762) | > loss_duration: 2.2074508666992188 (2.2703496309427114) | > loss_1: 30.28068733215332 (33.03527626624475)  --> STEP: 14 | > loss_disc: 2.258990526199341 (2.307664462498256) | > loss_disc_real_0: 0.13782337307929993 (0.10811207017728261) | > loss_disc_real_1: 0.21188564598560333 (0.18687179046017782) | > loss_disc_real_2: 0.17491976916790009 (0.19005036992686136) | > loss_disc_real_3: 0.2557375431060791 (0.25915123309407917) | > loss_disc_real_4: 0.2511133849620819 (0.24262711192880357) | > loss_disc_real_5: 0.18914800882339478 (0.21377931322370256) | > loss_0: 2.258990526199341 (2.307664462498256) | > loss_gen: 2.6436574459075928 (2.448640601975577) | > loss_kl: 3.047449827194214 (2.6222728490829468) | > loss_feat: 7.101685523986816 (6.919635091509138) | > loss_mel: 19.95661163330078 (18.916126251220703) | > loss_duration: 2.322042226791382 (2.2740419592176164) | > loss_1: 35.07144546508789 (33.18071692330498)  --> STEP: 15 | > loss_disc: 2.4513936042785645 (2.31724640528361) | > loss_disc_real_0: 0.1406838446855545 (0.11028352181116739) | > loss_disc_real_1: 0.22299852967262268 (0.1892802397410075) | > loss_disc_real_2: 0.21541345119476318 (0.19174124201138815) | > loss_disc_real_3: 0.225070059299469 (0.25687915484110513) | > loss_disc_real_4: 0.24171501398086548 (0.24256630539894103) | > loss_disc_real_5: 0.21173906326293945 (0.2136432965596517) | > loss_0: 2.4513936042785645 (2.31724640528361) | > loss_gen: 2.4541468620300293 (2.449007685979207) | > loss_kl: 2.7982702255249023 (2.6340060075124105) | > loss_feat: 7.596617698669434 (6.964767265319824) | > loss_mel: 18.51249122619629 (18.88921724955241) | > loss_duration: 2.3318557739257812 (2.277896213531494) | > loss_1: 33.693382263183594 (33.21489461263022)  --> STEP: 16 | > loss_disc: 2.602450132369995 (2.335071638226509) | > loss_disc_real_0: 0.14932215213775635 (0.11272343620657921) | > loss_disc_real_1: 0.16693554818630219 (0.1878836965188384) | > loss_disc_real_2: 0.18119663000106812 (0.19108220376074314) | > loss_disc_real_3: 0.27950868010520935 (0.25829350017011166) | > loss_disc_real_4: 0.247698113322258 (0.24288704339414835) | > loss_disc_real_5: 0.2788909673690796 (0.21772127598524094) | > loss_0: 2.602450132369995 (2.335071638226509) | > loss_gen: 2.1184329986572266 (2.4283467680215836) | > loss_kl: 2.6065385341644287 (2.6322892904281616) | > loss_feat: 9.94946575164795 (7.151310920715332) | > loss_mel: 17.920679092407227 (18.828683614730835) | > loss_duration: 2.296759605407715 (2.279075175523758) | > loss_1: 34.891876220703125 (33.31970596313477)  --> STEP: 17 | > loss_disc: 2.3016836643218994 (2.3331076397615322) | > loss_disc_real_0: 0.11452192068099976 (0.11282922941095688) | > loss_disc_real_1: 0.20737409591674805 (0.18903019060106838) | > loss_disc_real_2: 0.21453869342803955 (0.1924619972705841) | > loss_disc_real_3: 0.26955360174179077 (0.25895585908609275) | > loss_disc_real_4: 0.29039812088012695 (0.24568181265802944) | > loss_disc_real_5: 0.26080724596977234 (0.22025574480786042) | > loss_0: 2.3016836643218994 (2.3331076397615322) | > loss_gen: 2.6603572368621826 (2.441994442659266) | > loss_kl: 2.0236949920654297 (2.596489625818589) | > loss_feat: 6.725408554077148 (7.12625784032485) | > loss_mel: 18.188030242919922 (18.79099812227137) | > loss_duration: 2.3344340324401855 (2.282331578871783) | > loss_1: 31.93192481994629 (33.238071778241334)  --> STEP: 18 | > loss_disc: 1.9301279783248901 (2.3107198807928295) | > loss_disc_real_0: 0.033843062818050385 (0.1084411090446843) | > loss_disc_real_1: 0.1209145039319992 (0.1852459857861201) | > loss_disc_real_2: 0.07170655578374863 (0.1857533616324266) | > loss_disc_real_3: 0.15945976972579956 (0.2534282985660765) | > loss_disc_real_4: 0.1822953224182129 (0.24216034097803962) | > loss_disc_real_5: 0.15984725952148438 (0.2168997178475062) | > loss_0: 1.9301279783248901 (2.3107198807928295) | > loss_gen: 2.3988723754882812 (2.4395987722608776) | > loss_kl: 1.9954479932785034 (2.5630984240108066) | > loss_feat: 10.598345756530762 (7.319151613447401) | > loss_mel: 22.085094451904297 (18.974003473917644) | > loss_duration: 2.2523210048675537 (2.280664324760437) | > loss_1: 39.330078125 (33.57651657528348)  --> STEP: 19 | > loss_disc: 2.3590893745422363 (2.313265643621746) | > loss_disc_real_0: 0.10386739671230316 (0.10820038734298003) | > loss_disc_real_1: 0.15867118537425995 (0.18384731208023272) | > loss_disc_real_2: 0.1711474508047104 (0.18498462948359942) | > loss_disc_real_3: 0.20489153265953064 (0.2508737319394162) | > loss_disc_real_4: 0.21191835403442383 (0.24056865745469144) | > loss_disc_real_5: 0.21545138955116272 (0.2168234900424355) | > loss_0: 2.3590893745422363 (2.313265643621746) | > loss_gen: 2.3141515254974365 (2.432996285589118) | > loss_kl: 2.1409614086151123 (2.5408806863584017) | > loss_feat: 9.471092224121094 (7.432411645588122) | > loss_mel: 19.131296157836914 (18.982282036229183) | > loss_duration: 2.2757110595703125 (2.280403626592536) | > loss_1: 35.333213806152344 (33.668974324276576)  --> STEP: 20 | > loss_disc: 2.3639485836029053 (2.3157997906208037) | > loss_disc_real_0: 0.10893207788467407 (0.10823697187006473) | > loss_disc_real_1: 0.2539462149143219 (0.18735225722193719) | > loss_disc_real_2: 0.26462170481681824 (0.18896648325026036) | > loss_disc_real_3: 0.22845038771629333 (0.24975256472826005) | > loss_disc_real_4: 0.18321937322616577 (0.23770119324326516) | > loss_disc_real_5: 0.12848837673664093 (0.21240673437714577) | > loss_0: 2.3639485836029053 (2.3157997906208037) | > loss_gen: 2.6175756454467773 (2.442225253582001) | > loss_kl: 2.1844170093536377 (2.5230575025081636) | > loss_feat: 7.893980503082275 (7.455490088462829) | > loss_mel: 18.393518447875977 (18.952843856811523) | > loss_duration: 2.2763617038726807 (2.280201530456543) | > loss_1: 33.3658561706543 (33.653818416595456)  --> STEP: 21 | > loss_disc: 2.1934103965759277 (2.3099717242377147) | > loss_disc_real_0: 0.06689049303531647 (0.10626809192555291) | > loss_disc_real_1: 0.20190010964870453 (0.1880450120994023) | > loss_disc_real_2: 0.1840013712644577 (0.18873004934617452) | > loss_disc_real_3: 0.251166433095932 (0.2498198917933873) | > loss_disc_real_4: 0.31974735856056213 (0.24160815349646977) | > loss_disc_real_5: 0.23373864591121674 (0.213422539688292) | > loss_0: 2.1934103965759277 (2.3099717242377147) | > loss_gen: 2.5718255043029785 (2.4483966940925237) | > loss_kl: 2.5378775596618652 (2.5237632195154824) | > loss_feat: 6.136440277099609 (7.392678192683628) | > loss_mel: 15.691055297851562 (18.797520592099143) | > loss_duration: 2.1513142585754395 (2.2740640413193476) | > loss_1: 29.088512420654297 (33.436422892979216)  --> STEP: 22 | > loss_disc: 2.4824087619781494 (2.3178097714077346) | > loss_disc_real_0: 0.1557711809873581 (0.10851823233745315) | > loss_disc_real_1: 0.16515375673770905 (0.1870045004920526) | > loss_disc_real_2: 0.16657127439975739 (0.18772283230315556) | > loss_disc_real_3: 0.24849596619606018 (0.24975971335714514) | > loss_disc_real_4: 0.22997528314590454 (0.24107938666235318) | > loss_disc_real_5: 0.21405978500843048 (0.21345150538466193) | > loss_0: 2.4824087619781494 (2.3178097714077346) | > loss_gen: 2.112300395965576 (2.433119589632208) | > loss_kl: 2.390857219696045 (2.517722037705508) | > loss_feat: 7.719588756561279 (7.4075377637689765) | > loss_mel: 19.11210823059082 (18.811820030212402) | > loss_duration: 2.151801347732544 (2.268506646156311) | > loss_1: 33.486656188964844 (33.438706224614926)  --> STEP: 23 | > loss_disc: 2.3291497230529785 (2.3183028127836147) | > loss_disc_real_0: 0.1259881854057312 (0.10927779551433481) | > loss_disc_real_1: 0.22003895044326782 (0.18844078092471414) | > loss_disc_real_2: 0.14414751529693604 (0.18582825330288513) | > loss_disc_real_3: 0.2686309218406677 (0.2505802006825157) | > loss_disc_real_4: 0.29274576902389526 (0.243325751112855) | > loss_disc_real_5: 0.2513837218284607 (0.21510073218656622) | > loss_0: 2.3291497230529785 (2.3183028127836147) | > loss_gen: 2.487199306488037 (2.435470881669418) | > loss_kl: 2.3076553344726562 (2.508588702782341) | > loss_feat: 5.690873622894287 (7.332900192426599) | > loss_mel: 17.836219787597656 (18.769402628359586) | > loss_duration: 2.256390333175659 (2.2679798499397608) | > loss_1: 30.578338623046875 (33.314342415851094)  --> STEP: 24 | > loss_disc: 2.2937397956848145 (2.3172793537378316) | > loss_disc_real_0: 0.10972622036933899 (0.10929647988329332) | > loss_disc_real_1: 0.19403387606143951 (0.188673826555411) | > loss_disc_real_2: 0.16802702844142914 (0.18508653560032448) | > loss_disc_real_3: 0.23464873433113098 (0.24991638958454132) | > loss_disc_real_4: 0.24119165539741516 (0.243236830458045) | > loss_disc_real_5: 0.24395237863063812 (0.2163028841217359) | > loss_0: 2.2937397956848145 (2.3172793537378316) | > loss_gen: 2.350438117980957 (2.4319278498490653) | > loss_kl: 2.0734915733337402 (2.4904596557219825) | > loss_feat: 7.351222991943359 (7.333663642406464) | > loss_mel: 18.110912322998047 (18.741965532302856) | > loss_duration: 2.354922294616699 (2.2716024518012996) | > loss_1: 32.240989685058594 (33.269619385401406)  --> STEP: 25 | > loss_disc: 2.4924190044403076 (2.324284939765931) | > loss_disc_real_0: 0.12133301794528961 (0.10977794140577317) | > loss_disc_real_1: 0.2715006172657013 (0.19198689818382264) | > loss_disc_real_2: 0.27621057629585266 (0.1887314972281456) | > loss_disc_real_3: 0.2588324546813965 (0.2502730321884155) | > loss_disc_real_4: 0.2350190132856369 (0.24290811777114868) | > loss_disc_real_5: 0.25138798356056213 (0.21770628809928894) | > loss_0: 2.4924190044403076 (2.324284939765931) | > loss_gen: 2.4330532550811768 (2.4319728660583495) | > loss_kl: 2.509937286376953 (2.491238760948181) | > loss_feat: 7.131369590759277 (7.3255718803405765) | > loss_mel: 15.379146575927734 (18.60745277404785) | > loss_duration: 2.299257278442383 (2.2727086448669427) | > loss_1: 29.752765655517578 (33.12894523620606)  --> STEP: 26 | > loss_disc: 2.7231082916259766 (2.3396242994528555) | > loss_disc_real_0: 0.29532790184020996 (0.1169144783455592) | > loss_disc_real_1: 0.17289578914642334 (0.19125262475930727) | > loss_disc_real_2: 0.19020317494869232 (0.1887881002173974) | > loss_disc_real_3: 0.24456532299518585 (0.2500535049117528) | > loss_disc_real_4: 0.2707573473453522 (0.24397924198554113) | > loss_disc_real_5: 0.23001520335674286 (0.21817970791688332) | > loss_0: 2.7231082916259766 (2.3396242994528555) | > loss_gen: 1.8516219854354858 (2.409651678342086) | > loss_kl: 2.0385961532592773 (2.4738294298832235) | > loss_feat: 3.350121259689331 (7.172669933392451) | > loss_mel: 11.013178825378418 (18.31536531448364) | > loss_duration: 2.2430953979492188 (2.2715696738316455) | > loss_1: 20.496614456176758 (32.643086360051086) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024397648297823393 (-8.370326115534786e-05) | > avg_loss_disc: 2.3396242994528555 (-0.030300722672389035) | > avg_loss_disc_real_0: 0.1169144783455592 (+0.0025032579612273426) | > avg_loss_disc_real_1: 0.19125262475930727 (-0.0795173215178343) | > avg_loss_disc_real_2: 0.1887881002173974 (-0.039959759379808724) | > avg_loss_disc_real_3: 0.2500535049117528 (+0.023874395168744567) | > avg_loss_disc_real_4: 0.24397924198554113 (+0.02931566765675178) | > avg_loss_disc_real_5: 0.21817970791688332 (+0.009939669416500957) | > avg_loss_0: 2.3396242994528555 (-0.030300722672389035) | > avg_loss_gen: 2.409651678342086 (-0.06239963953311589) | > avg_loss_kl: 2.4738294298832235 (+0.002161406553709) | > avg_loss_feat: 7.172669933392451 (+0.050272033764765744) | > avg_loss_mel: 18.31536531448364 (-0.14214438658494544) | > avg_loss_duration: 2.2715696738316455 (-0.0221272523586582) | > avg_loss_1: 32.643086360051086 (-0.17423783815823413)  > EPOCH: 297/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:01:22)   --> TIME: 2024-06-11 04:01:28 -- STEP: 14/330 -- GLOBAL_STEP: 186025 | > loss_disc: 2.214221477508545 (2.3035331112997874) | > loss_disc_real_0: 0.10513383150100708 (0.10417503491044044) | > loss_disc_real_1: 0.23420663177967072 (0.1947005923305239) | > loss_disc_real_2: 0.22541409730911255 (0.21344606578350067) | > loss_disc_real_3: 0.22712530195713043 (0.22738136776856013) | > loss_disc_real_4: 0.1914643496274948 (0.22610440956694738) | > loss_disc_real_5: 0.1950233429670334 (0.21503448805638722) | > loss_0: 2.214221477508545 (2.3035331112997874) | > grad_norm_0: tensor(9.9636, device='cuda:0') (tensor(7.9350, device='cuda:0')) | > loss_gen: 2.6978726387023926 (2.540018950189863) | > loss_kl: 1.7233250141143799 (1.8230939762932914) | > loss_feat: 7.7424635887146 (7.1045074462890625) | > loss_mel: 18.87069320678711 (18.89672783442906) | > loss_duration: 2.079784393310547 (2.1564907176154) | > loss_1: 33.114139556884766 (32.52083846500942) | > grad_norm_1: tensor(123.4753, device='cuda:0') (tensor(91.1652, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3615 (0.3581892081669399) | > loader_time: 0.003 (0.003127234322684152)  --> TIME: 2024-06-11 04:01:37 -- STEP: 39/330 -- GLOBAL_STEP: 186050 | > loss_disc: 2.2644639015197754 (2.2865849519387274) | > loss_disc_real_0: 0.0818885862827301 (0.10629615244957116) | > loss_disc_real_1: 0.18482212722301483 (0.1952804040450316) | > loss_disc_real_2: 0.15958444774150848 (0.21185397719725585) | > loss_disc_real_3: 0.17496956884860992 (0.2244710528697723) | > loss_disc_real_4: 0.21351005136966705 (0.22756281265845665) | > loss_disc_real_5: 0.15061888098716736 (0.21204725710245279) | > loss_0: 2.2644639015197754 (2.2865849519387274) | > grad_norm_0: tensor(7.2041, device='cuda:0') (tensor(7.2316, device='cuda:0')) | > loss_gen: 2.5696046352386475 (2.5665536110217753) | > loss_kl: 1.8011778593063354 (1.8369710200872176) | > loss_feat: 7.869566917419434 (7.268549650143354) | > loss_mel: 18.941184997558594 (18.747947888496594) | > loss_duration: 2.066640853881836 (2.0834168165158005) | > loss_1: 33.24817657470703 (32.5034388517722) | > grad_norm_1: tensor(86.7598, device='cuda:0') (tensor(77.9291, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3412 (0.3563829201918382) | > loader_time: 0.0033 (0.0033733294560359074)  --> TIME: 2024-06-11 04:01:46 -- STEP: 64/330 -- GLOBAL_STEP: 186075 | > loss_disc: 2.2630722522735596 (2.3018097095191488) | > loss_disc_real_0: 0.10919016599655151 (0.10775687964633107) | > loss_disc_real_1: 0.18463867902755737 (0.1978010912425816) | > loss_disc_real_2: 0.20450472831726074 (0.21223899838514626) | > loss_disc_real_3: 0.20574119687080383 (0.22569978958927095) | > loss_disc_real_4: 0.19303157925605774 (0.2259522438980639) | > loss_disc_real_5: 0.2019129991531372 (0.21457052347250283) | > loss_0: 2.2630722522735596 (2.3018097095191488) | > grad_norm_0: tensor(4.1648, device='cuda:0') (tensor(7.8966, device='cuda:0')) | > loss_gen: 2.4840357303619385 (2.5534987524151793) | > loss_kl: 1.9433704614639282 (1.8434490766376257) | > loss_feat: 7.273432731628418 (7.311624079942703) | > loss_mel: 19.94902992248535 (18.762825548648834) | > loss_duration: 2.0277552604675293 (2.057512551546097) | > loss_1: 33.6776237487793 (32.528909921646104) | > grad_norm_1: tensor(87.7702, device='cuda:0') (tensor(87.2709, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.355 (0.3559512719511986) | > loader_time: 0.0037 (0.0034258514642715454)  --> TIME: 2024-06-11 04:01:55 -- STEP: 89/330 -- GLOBAL_STEP: 186100 | > loss_disc: 2.3872954845428467 (2.312069622318397) | > loss_disc_real_0: 0.10496879369020462 (0.10979378457819478) | > loss_disc_real_1: 0.17056109011173248 (0.19894256652071235) | > loss_disc_real_2: 0.2399788200855255 (0.21188083408253916) | > loss_disc_real_3: 0.24187789857387543 (0.22695157316963324) | > loss_disc_real_4: 0.22781111299991608 (0.2263174776950579) | > loss_disc_real_5: 0.22114892303943634 (0.21639187767934265) | > loss_0: 2.3872954845428467 (2.312069622318397) | > grad_norm_0: tensor(16.0722, device='cuda:0') (tensor(8.8678, device='cuda:0')) | > loss_gen: 2.3965511322021484 (2.5392688981602687) | > loss_kl: 1.9445744752883911 (1.862510804379924) | > loss_feat: 6.98591947555542 (7.254291459415736) | > loss_mel: 18.39242935180664 (18.6622436609161) | > loss_duration: 2.035928964614868 (2.045947925428327) | > loss_1: 31.755403518676758 (32.36426278446496) | > grad_norm_1: tensor(312.2246, device='cuda:0') (tensor(102.4993, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3555 (0.3564323012748462) | > loader_time: 0.0037 (0.0035293638036492164)  --> TIME: 2024-06-11 04:02:05 -- STEP: 114/330 -- GLOBAL_STEP: 186125 | > loss_disc: 2.1995177268981934 (2.309669900358769) | > loss_disc_real_0: 0.1027679443359375 (0.11104596125190719) | > loss_disc_real_1: 0.19118033349514008 (0.19779991188593077) | > loss_disc_real_2: 0.21701638400554657 (0.21195246253097266) | > loss_disc_real_3: 0.23579959571361542 (0.22670522515188185) | > loss_disc_real_4: 0.22206728160381317 (0.22546143738324181) | > loss_disc_real_5: 0.2043749988079071 (0.2157187648771102) | > loss_0: 2.1995177268981934 (2.309669900358769) | > grad_norm_0: tensor(6.2567, device='cuda:0') (tensor(9.5730, device='cuda:0')) | > loss_gen: 2.762934684753418 (2.540277878443399) | > loss_kl: 2.0203497409820557 (1.869756137069903) | > loss_feat: 8.042610168457031 (7.288572863528603) | > loss_mel: 19.60479736328125 (18.6609228368391) | > loss_duration: 2.0568079948425293 (2.0445592392954914) | > loss_1: 34.48749923706055 (32.40408899073014) | > grad_norm_1: tensor(241.7124, device='cuda:0') (tensor(117.9501, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3722 (0.360916624989426) | > loader_time: 0.0037 (0.003622228639167652)  --> TIME: 2024-06-11 04:02:14 -- STEP: 139/330 -- GLOBAL_STEP: 186150 | > loss_disc: 2.271583080291748 (2.30714050642878) | > loss_disc_real_0: 0.11719825863838196 (0.110580321374557) | > loss_disc_real_1: 0.19632767140865326 (0.19754214391862746) | > loss_disc_real_2: 0.19144465029239655 (0.2125938571185517) | > loss_disc_real_3: 0.20640163123607635 (0.22623764803941301) | > loss_disc_real_4: 0.20451536774635315 (0.22489566672191347) | > loss_disc_real_5: 0.21743568778038025 (0.21566179255358606) | > loss_0: 2.271583080291748 (2.30714050642878) | > grad_norm_0: tensor(7.5915, device='cuda:0') (tensor(10.1430, device='cuda:0')) | > loss_gen: 2.487679958343506 (2.5398980867948455) | > loss_kl: 1.8706398010253906 (1.8678994590429951) | > loss_feat: 7.7761359214782715 (7.290331185292855) | > loss_mel: 18.340858459472656 (18.631777866281187) | > loss_duration: 2.1145896911621094 (2.047257537464444) | > loss_1: 32.58990478515625 (32.377164195767385) | > grad_norm_1: tensor(278.4116, device='cuda:0') (tensor(128.9388, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3784 (0.3623842798548637) | > loader_time: 0.0043 (0.00371542765939836)  --> TIME: 2024-06-11 04:02:24 -- STEP: 164/330 -- GLOBAL_STEP: 186175 | > loss_disc: 2.340847969055176 (2.310944533929593) | > loss_disc_real_0: 0.08915067464113235 (0.11155370768250489) | > loss_disc_real_1: 0.18081329762935638 (0.19744850050021961) | > loss_disc_real_2: 0.22096720337867737 (0.21276554338088854) | > loss_disc_real_3: 0.222437784075737 (0.2265479280272635) | > loss_disc_real_4: 0.2599576711654663 (0.22623541651339066) | > loss_disc_real_5: 0.2513669431209564 (0.21603562110444394) | > loss_0: 2.340847969055176 (2.310944533929593) | > grad_norm_0: tensor(25.6911, device='cuda:0') (tensor(12.7582, device='cuda:0')) | > loss_gen: 2.561469793319702 (2.5418471984746973) | > loss_kl: 1.8846832513809204 (1.874462753534317) | > loss_feat: 7.486257553100586 (7.284763786850906) | > loss_mel: 18.060489654541016 (18.6161095107474) | > loss_duration: 2.117293357849121 (2.0494528354668042) | > loss_1: 32.11019515991211 (32.36663618320368) | > grad_norm_1: tensor(437.4848, device='cuda:0') (tensor(154.8919, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3683 (0.3649944779349537) | > loader_time: 0.0044 (0.0037896749449939262)  --> TIME: 2024-06-11 04:02:34 -- STEP: 189/330 -- GLOBAL_STEP: 186200 | > loss_disc: 2.2836215496063232 (2.3099334580557698) | > loss_disc_real_0: 0.08635170757770538 (0.11256713532502689) | > loss_disc_real_1: 0.19008958339691162 (0.19813196731622887) | > loss_disc_real_2: 0.2721591293811798 (0.21308244678078508) | > loss_disc_real_3: 0.2236218899488449 (0.22583551641809876) | > loss_disc_real_4: 0.2126796692609787 (0.22476225910048006) | > loss_disc_real_5: 0.2444235235452652 (0.21546497160480135) | > loss_0: 2.2836215496063232 (2.3099334580557698) | > grad_norm_0: tensor(8.4594, device='cuda:0') (tensor(16.1595, device='cuda:0')) | > loss_gen: 2.863693952560425 (2.5530481830475797) | > loss_kl: 1.9696203470230103 (1.8782603936220603) | > loss_feat: 6.964181900024414 (7.315305028642927) | > loss_mel: 18.545333862304688 (18.595015995086193) | > loss_duration: 2.131260395050049 (2.055542004802241) | > loss_1: 32.474090576171875 (32.397171646198856) | > grad_norm_1: tensor(450.4454, device='cuda:0') (tensor(182.7469, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3851 (0.36769506666395413) | > loader_time: 0.0047 (0.003896164515661815)  --> TIME: 2024-06-11 04:02:44 -- STEP: 214/330 -- GLOBAL_STEP: 186225 | > loss_disc: 2.3857874870300293 (2.312652231376862) | > loss_disc_real_0: 0.09936663508415222 (0.11278600421533963) | > loss_disc_real_1: 0.2058473378419876 (0.19836624412336082) | > loss_disc_real_2: 0.2156067192554474 (0.21330235801010491) | > loss_disc_real_3: 0.23968352377414703 (0.22649142494268507) | > loss_disc_real_4: 0.2359241545200348 (0.2243795144223721) | > loss_disc_real_5: 0.20674878358840942 (0.21574237476163935) | > loss_0: 2.3857874870300293 (2.312652231376862) | > grad_norm_0: tensor(9.0610, device='cuda:0') (tensor(18.8948, device='cuda:0')) | > loss_gen: 2.4273734092712402 (2.5562326807842055) | > loss_kl: 1.8027640581130981 (1.8780231074752094) | > loss_feat: 6.59349250793457 (7.321685543684202) | > loss_mel: 17.960477828979492 (18.56269864055599) | > loss_duration: 2.1752474308013916 (2.0621024960669416) | > loss_1: 30.9593563079834 (32.38074248304984) | > grad_norm_1: tensor(321.6934, device='cuda:0') (tensor(210.8058, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.3909 (0.37121474297247214) | > loader_time: 0.0047 (0.004009685783742745)  --> TIME: 2024-06-11 04:02:54 -- STEP: 239/330 -- GLOBAL_STEP: 186250 | > loss_disc: 2.341157913208008 (2.316557210858398) | > loss_disc_real_0: 0.1334773451089859 (0.11389315463446673) | > loss_disc_real_1: 0.18876899778842926 (0.19829629604786508) | > loss_disc_real_2: 0.23861223459243774 (0.21333599277620038) | > loss_disc_real_3: 0.2034084051847458 (0.22651471933311) | > loss_disc_real_4: 0.20840416848659515 (0.22558312517080348) | > loss_disc_real_5: 0.16516636312007904 (0.21541866435665466) | > loss_0: 2.341157913208008 (2.316557210858398) | > grad_norm_0: tensor(5.1686, device='cuda:0') (tensor(19.3958, device='cuda:0')) | > loss_gen: 2.3490400314331055 (2.5523996472857466) | > loss_kl: 1.8814969062805176 (1.8797389627999341) | > loss_feat: 7.513437747955322 (7.3251335052266775) | > loss_mel: 18.004648208618164 (18.522497584131482) | > loss_duration: 2.1075165271759033 (2.0697748032573893) | > loss_1: 31.85614013671875 (32.34954452514644) | > grad_norm_1: tensor(182.4493, device='cuda:0') (tensor(221.7820, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.4113 (0.3751449305642101) | > loader_time: 0.0051 (0.0041340694267879485)  --> TIME: 2024-06-11 04:03:05 -- STEP: 264/330 -- GLOBAL_STEP: 186275 | > loss_disc: 2.3847060203552246 (2.318440176320799) | > loss_disc_real_0: 0.09925883263349533 (0.11466380297629669) | > loss_disc_real_1: 0.1980748027563095 (0.1977564999551484) | > loss_disc_real_2: 0.20399869978427887 (0.2135527480506536) | > loss_disc_real_3: 0.24336712062358856 (0.22633795705482812) | > loss_disc_real_4: 0.20479317009449005 (0.2250097609040412) | > loss_disc_real_5: 0.18484701216220856 (0.2151689977582657) | > loss_0: 2.3847060203552246 (2.318440176320799) | > grad_norm_0: tensor(32.7066, device='cuda:0') (tensor(19.1077, device='cuda:0')) | > loss_gen: 2.5482332706451416 (2.548260943456128) | > loss_kl: 1.949304461479187 (1.8819053069208607) | > loss_feat: 7.258796691894531 (7.340721276673404) | > loss_mel: 17.99201202392578 (18.496256719936035) | > loss_duration: 2.1853573322296143 (2.0768739843007293) | > loss_1: 31.933704376220703 (32.34401824257588) | > grad_norm_1: tensor(530.2601, device='cuda:0') (tensor(220.0333, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.4438 (0.3795760210716364) | > loader_time: 0.006 (0.004268517999938041)  --> TIME: 2024-06-11 04:03:17 -- STEP: 289/330 -- GLOBAL_STEP: 186300 | > loss_disc: 2.3778297901153564 (2.3201029391437262) | > loss_disc_real_0: 0.16225993633270264 (0.1155433300431418) | > loss_disc_real_1: 0.23004156351089478 (0.1983983041299668) | > loss_disc_real_2: 0.22909967601299286 (0.213371824073544) | > loss_disc_real_3: 0.2393202930688858 (0.22619518266417163) | > loss_disc_real_4: 0.2272057682275772 (0.2252424253621316) | > loss_disc_real_5: 0.23982150852680206 (0.21500295844045061) | > loss_0: 2.3778297901153564 (2.3201029391437262) | > grad_norm_0: tensor(28.1983, device='cuda:0') (tensor(20.6631, device='cuda:0')) | > loss_gen: 2.6148462295532227 (2.5485704176153674) | > loss_kl: 1.994793176651001 (1.8841553431481226) | > loss_feat: 6.29544734954834 (7.347992086905509) | > loss_mel: 17.10561180114746 (18.424764923570894) | > loss_duration: 2.222782850265503 (2.0853123953598183) | > loss_1: 30.233478546142578 (32.290795190936535) | > grad_norm_1: tensor(356.9457, device='cuda:0') (tensor(233.6837, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.485 (0.38590960024137416) | > loader_time: 0.0069 (0.004439113874336428)  --> TIME: 2024-06-11 04:03:30 -- STEP: 314/330 -- GLOBAL_STEP: 186325 | > loss_disc: 2.2948880195617676 (2.3229331545009755) | > loss_disc_real_0: 0.1166730523109436 (0.11668412025519614) | > loss_disc_real_1: 0.16712649166584015 (0.19861233011362664) | > loss_disc_real_2: 0.23717941343784332 (0.21350520118406618) | > loss_disc_real_3: 0.20079684257507324 (0.2264086501138985) | > loss_disc_real_4: 0.20436041057109833 (0.22532465517710729) | > loss_disc_real_5: 0.22275249660015106 (0.2154901309567652) | > loss_0: 2.2948880195617676 (2.3229331545009755) | > grad_norm_0: tensor(9.6780, device='cuda:0') (tensor(22.7298, device='cuda:0')) | > loss_gen: 2.7309396266937256 (2.5516410914196315) | > loss_kl: 1.9618868827819824 (1.8870509152959107) | > loss_feat: 7.4698872566223145 (7.363107376037889) | > loss_mel: 18.219018936157227 (18.38014724148308) | > loss_duration: 2.2835311889648438 (2.0976859672813664) | > loss_1: 32.66526412963867 (32.27963264125166) | > grad_norm_1: tensor(436.8266, device='cuda:0') (tensor(250.5134, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.5433 (0.39564739746652616) | > loader_time: 0.0085 (0.004668806768526699)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1164772510528564 (2.1164772510528564) | > loss_disc_real_0: 0.06012421473860741 (0.06012421473860741) | > loss_disc_real_1: 0.12779802083969116 (0.12779802083969116) | > loss_disc_real_2: 0.2337334305047989 (0.2337334305047989) | > loss_disc_real_3: 0.1826612800359726 (0.1826612800359726) | > loss_disc_real_4: 0.15910546481609344 (0.15910546481609344) | > loss_disc_real_5: 0.11927302926778793 (0.11927302926778793) | > loss_0: 2.1164772510528564 (2.1164772510528564) | > loss_gen: 2.420243740081787 (2.420243740081787) | > loss_kl: 2.1756834983825684 (2.1756834983825684) | > loss_feat: 7.808265209197998 (7.808265209197998) | > loss_mel: 17.071189880371094 (17.071189880371094) | > loss_duration: 2.8913087844848633 (2.8913087844848633) | > loss_1: 32.36669158935547 (32.36669158935547)  --> STEP: 1 | > loss_disc: 2.40277361869812 (2.40277361869812) | > loss_disc_real_0: 0.1188688725233078 (0.1188688725233078) | > loss_disc_real_1: 0.08749305456876755 (0.08749305456876755) | > loss_disc_real_2: 0.21505746245384216 (0.21505746245384216) | > loss_disc_real_3: 0.2794988751411438 (0.2794988751411438) | > loss_disc_real_4: 0.2797508239746094 (0.2797508239746094) | > loss_disc_real_5: 0.26391592621803284 (0.26391592621803284) | > loss_0: 2.40277361869812 (2.40277361869812) | > loss_gen: 2.331052303314209 (2.331052303314209) | > loss_kl: 2.526946544647217 (2.526946544647217) | > loss_feat: 8.336159706115723 (8.336159706115723) | > loss_mel: 19.634613037109375 (19.634613037109375) | > loss_duration: 2.3737807273864746 (2.3737807273864746) | > loss_1: 35.20254898071289 (35.20254898071289)  --> STEP: 2 | > loss_disc: 2.0422959327697754 (2.2225347757339478) | > loss_disc_real_0: 0.036762215197086334 (0.07781554386019707) | > loss_disc_real_1: 0.12606412172317505 (0.1067785881459713) | > loss_disc_real_2: 0.21372990310192108 (0.21439368277788162) | > loss_disc_real_3: 0.2707441747188568 (0.2751215249300003) | > loss_disc_real_4: 0.16604246199131012 (0.22289664298295975) | > loss_disc_real_5: 0.17342570424079895 (0.2186708152294159) | > loss_0: 2.0422959327697754 (2.2225347757339478) | > loss_gen: 2.4314093589782715 (2.3812308311462402) | > loss_kl: 1.9378399848937988 (2.232393264770508) | > loss_feat: 6.778438568115234 (7.5572991371154785) | > loss_mel: 20.645301818847656 (20.139957427978516) | > loss_duration: 2.488075017929077 (2.430927872657776) | > loss_1: 34.281063079833984 (34.74180603027344)  --> STEP: 3 | > loss_disc: 2.380246639251709 (2.2751053969065347) | > loss_disc_real_0: 0.08214282244443893 (0.07925797005494435) | > loss_disc_real_1: 0.10916833579540253 (0.10757517069578171) | > loss_disc_real_2: 0.3351980149745941 (0.25466179351011914) | > loss_disc_real_3: 0.2739850580692291 (0.2747427026430766) | > loss_disc_real_4: 0.2603793740272522 (0.23539088666439056) | > loss_disc_real_5: 0.2790340781211853 (0.2387919028600057) | > loss_0: 2.380246639251709 (2.2751053969065347) | > loss_gen: 2.561530351638794 (2.441330671310425) | > loss_kl: 2.7795796394348145 (2.4147887229919434) | > loss_feat: 7.433714389801025 (7.516104221343994) | > loss_mel: 19.246618270874023 (19.842177708943684) | > loss_duration: 2.23687481880188 (2.366243521372477) | > loss_1: 34.25831604003906 (34.58064270019531)  --> STEP: 4 | > loss_disc: 2.3510444164276123 (2.294090151786804) | > loss_disc_real_0: 0.16028179228305817 (0.09951392561197281) | > loss_disc_real_1: 0.1202097237110138 (0.11073380894958973) | > loss_disc_real_2: 0.22654925286769867 (0.247633658349514) | > loss_disc_real_3: 0.21667152643203735 (0.2602249085903168) | > loss_disc_real_4: 0.17236559092998505 (0.21963456273078918) | > loss_disc_real_5: 0.15315692126750946 (0.21738315746188164) | > loss_0: 2.3510444164276123 (2.294090151786804) | > loss_gen: 2.2556135654449463 (2.394901394844055) | > loss_kl: 2.3213934898376465 (2.391439914703369) | > loss_feat: 9.211504936218262 (7.939954400062561) | > loss_mel: 19.77513313293457 (19.825416564941406) | > loss_duration: 2.3081963062286377 (2.3517317175865173) | > loss_1: 35.87184143066406 (34.9034423828125)  --> STEP: 5 | > loss_disc: 2.509366273880005 (2.337145376205444) | > loss_disc_real_0: 0.1068871021270752 (0.10098856091499328) | > loss_disc_real_1: 0.22999295592308044 (0.13458563834428788) | > loss_disc_real_2: 0.23116947710514069 (0.24434082210063934) | > loss_disc_real_3: 0.22528180480003357 (0.25323628783226015) | > loss_disc_real_4: 0.25735634565353394 (0.22717891931533812) | > loss_disc_real_5: 0.21215789020061493 (0.2163381040096283) | > loss_0: 2.509366273880005 (2.337145376205444) | > loss_gen: 2.066805362701416 (2.3292821884155273) | > loss_kl: 1.8509390354156494 (2.283339738845825) | > loss_feat: 4.895683765411377 (7.331100273132324) | > loss_mel: 19.470691680908203 (19.754471588134766) | > loss_duration: 2.3518447875976562 (2.351754331588745) | > loss_1: 30.63596534729004 (34.04994697570801)  --> STEP: 6 | > loss_disc: 2.3122382164001465 (2.3329941829045615) | > loss_disc_real_0: 0.06779783219099045 (0.09545677279432614) | > loss_disc_real_1: 0.1820523589849472 (0.14249675845106444) | > loss_disc_real_2: 0.20722681283950806 (0.2381551538904508) | > loss_disc_real_3: 0.27279606461524963 (0.25649625062942505) | > loss_disc_real_4: 0.23916757106781006 (0.22917702794075012) | > loss_disc_real_5: 0.2553552985191345 (0.22284096976121268) | > loss_0: 2.3122382164001465 (2.3329941829045615) | > loss_gen: 2.3765530586242676 (2.337160666783651) | > loss_kl: 2.86625075340271 (2.380491574605306) | > loss_feat: 6.719941139221191 (7.229240417480469) | > loss_mel: 20.463031768798828 (19.872564951578777) | > loss_duration: 2.180546760559082 (2.3232197364171348) | > loss_1: 34.6063232421875 (34.14267635345459)  --> STEP: 7 | > loss_disc: 2.0311086177825928 (2.289867673601423) | > loss_disc_real_0: 0.08176194876432419 (0.09350036936146873) | > loss_disc_real_1: 0.14723803102970123 (0.1431740831051554) | > loss_disc_real_2: 0.19056867063045502 (0.23135708485330855) | > loss_disc_real_3: 0.185325488448143 (0.2463289988892419) | > loss_disc_real_4: 0.2012171447277069 (0.2251827589103154) | > loss_disc_real_5: 0.20063447952270508 (0.21966861401285445) | > loss_0: 2.0311086177825928 (2.289867673601423) | > loss_gen: 2.447904109954834 (2.3529811586652483) | > loss_kl: 3.7317185401916504 (2.573523998260498) | > loss_feat: 7.253347396850586 (7.2326842716762) | > loss_mel: 19.76258087158203 (19.85685294015067) | > loss_duration: 2.475841522216797 (2.3450228486742293) | > loss_1: 35.671390533447266 (34.36106409345354)  --> STEP: 8 | > loss_disc: 2.3425710201263428 (2.296455591917038) | > loss_disc_real_0: 0.1752009093761444 (0.10371293686330318) | > loss_disc_real_1: 0.180308997631073 (0.1478159474208951) | > loss_disc_real_2: 0.14508773386478424 (0.220573415979743) | > loss_disc_real_3: 0.23450899124145508 (0.24485149793326855) | > loss_disc_real_4: 0.17623008787631989 (0.21906367503106594) | > loss_disc_real_5: 0.1433773934841156 (0.21013221144676208) | > loss_0: 2.3425710201263428 (2.296455591917038) | > loss_gen: 2.0393145084381104 (2.313772827386856) | > loss_kl: 2.469312906265259 (2.560497611761093) | > loss_feat: 7.412543773651123 (7.255166709423065) | > loss_mel: 16.088871002197266 (19.385855197906494) | > loss_duration: 2.1968393325805664 (2.3264999091625214) | > loss_1: 30.20688247680664 (33.84179139137268)  --> STEP: 9 | > loss_disc: 2.320237398147583 (2.299098014831543) | > loss_disc_real_0: 0.11189858615398407 (0.10462245345115662) | > loss_disc_real_1: 0.19834885001182556 (0.15343071437544292) | > loss_disc_real_2: 0.25528398156166077 (0.224430145488845) | > loss_disc_real_3: 0.21175777912139893 (0.24117441806528303) | > loss_disc_real_4: 0.21454240381717682 (0.21856131156285605) | > loss_disc_real_5: 0.14886094629764557 (0.20332429309686026) | > loss_0: 2.320237398147583 (2.299098014831543) | > loss_gen: 2.332322835922241 (2.3158339394463434) | > loss_kl: 2.4141311645507812 (2.5442346731821694) | > loss_feat: 7.6266350746154785 (7.296440972222222) | > loss_mel: 19.4929141998291 (19.39775064256456) | > loss_duration: 2.1389966011047363 (2.305666208267212) | > loss_1: 34.005001068115234 (33.85992579989963)  --> STEP: 10 | > loss_disc: 2.570058584213257 (2.3261940717697143) | > loss_disc_real_0: 0.15538211166858673 (0.10969841927289962) | > loss_disc_real_1: 0.1378810852766037 (0.151875751465559) | > loss_disc_real_2: 0.3432067632675171 (0.2363078072667122) | > loss_disc_real_3: 0.23735083639621735 (0.24079205989837646) | > loss_disc_real_4: 0.1890556663274765 (0.2156107470393181) | > loss_disc_real_5: 0.2308613657951355 (0.20607800036668777) | > loss_0: 2.570058584213257 (2.3261940717697143) | > loss_gen: 2.1470675468444824 (2.2989573001861574) | > loss_kl: 2.1058390140533447 (2.500395107269287) | > loss_feat: 6.551523208618164 (7.221949195861816) | > loss_mel: 17.9813289642334 (19.256108474731445) | > loss_duration: 2.3563573360443115 (2.310735321044922) | > loss_1: 31.14211654663086 (33.588144874572755)  --> STEP: 11 | > loss_disc: 2.3184380531311035 (2.325488979166204) | > loss_disc_real_0: 0.0650234967470169 (0.10563706267963756) | > loss_disc_real_1: 0.1363600492477417 (0.15046523308212106) | > loss_disc_real_2: 0.3112112879753113 (0.24311721460385757) | > loss_disc_real_3: 0.2442900836467743 (0.24111006205732172) | > loss_disc_real_4: 0.23397193849086761 (0.21727994626218622) | > loss_disc_real_5: 0.1843707412481308 (0.20410461317409168) | > loss_0: 2.3184380531311035 (2.325488979166204) | > loss_gen: 2.3690567016601562 (2.3053299730474297) | > loss_kl: 2.853814125061035 (2.5325241088867188) | > loss_feat: 7.618874549865723 (7.258033318953081) | > loss_mel: 18.7269344329834 (19.20800174366344) | > loss_duration: 2.361539840698242 (2.3153539137406782) | > loss_1: 33.93022155761719 (33.61924275484952)  --> STEP: 12 | > loss_disc: 2.366562843322754 (2.3289118011792502) | > loss_disc_real_0: 0.06991033256053925 (0.10265983516971271) | > loss_disc_real_1: 0.11071456968784332 (0.14715267779926458) | > loss_disc_real_2: 0.21168388426303864 (0.2404977704087893) | > loss_disc_real_3: 0.16443076729774475 (0.23472012082735697) | > loss_disc_real_4: 0.20771965384483337 (0.21648325522740683) | > loss_disc_real_5: 0.19774506986141205 (0.2035746512313684) | > loss_0: 2.366562843322754 (2.3289118011792502) | > loss_gen: 2.0061540603637695 (2.280398646990458) | > loss_kl: 2.3105735778808594 (2.514028231302897) | > loss_feat: 7.323606491088867 (7.2634977499643965) | > loss_mel: 19.374404907226562 (19.22186867396037) | > loss_duration: 2.2001280784606934 (2.3057517608006797) | > loss_1: 33.214866638183594 (33.58554474512736)  --> STEP: 13 | > loss_disc: 2.483616828918457 (2.34081218792842) | > loss_disc_real_0: 0.10371187329292297 (0.10274076117919041) | > loss_disc_real_1: 0.2006359100341797 (0.15126677258656576) | > loss_disc_real_2: 0.22399483621120453 (0.23922831393205202) | > loss_disc_real_3: 0.27290859818458557 (0.23765769600868225) | > loss_disc_real_4: 0.2365644872188568 (0.21802796538059527) | > loss_disc_real_5: 0.22439269721508026 (0.20517603938396162) | > loss_0: 2.483616828918457 (2.34081218792842) | > loss_gen: 2.2055771350860596 (2.274643146074735) | > loss_kl: 3.1195311546325684 (2.5606053792513332) | > loss_feat: 5.658825397491455 (7.140061415158785) | > loss_mel: 15.610737800598145 (18.944089376009426) | > loss_duration: 2.1609506607055664 (2.294613214639517) | > loss_1: 28.75562286376953 (33.21401229271522)  --> STEP: 14 | > loss_disc: 2.328489303588867 (2.339931981904166) | > loss_disc_real_0: 0.08859947323799133 (0.10173066918339048) | > loss_disc_real_1: 0.12493696063756943 (0.149386071733066) | > loss_disc_real_2: 0.22848458588123322 (0.23846090478556498) | > loss_disc_real_3: 0.24658994376659393 (0.23829571370567595) | > loss_disc_real_4: 0.20210932195186615 (0.21689091942140035) | > loss_disc_real_5: 0.1601020097732544 (0.20195646584033966) | > loss_0: 2.328489303588867 (2.339931981904166) | > loss_gen: 2.19934344291687 (2.2692645958491733) | > loss_kl: 3.021928071975708 (2.5935570001602173) | > loss_feat: 6.473596572875977 (7.092456783567156) | > loss_mel: 19.782180786132812 (19.003953048161097) | > loss_duration: 2.330498456954956 (2.2971764462334767) | > loss_1: 33.80754852294922 (33.256407737731934)  --> STEP: 15 | > loss_disc: 2.457305669784546 (2.3477568944295246) | > loss_disc_real_0: 0.14833694696426392 (0.10483775436878204) | > loss_disc_real_1: 0.21909403800964355 (0.15403326948483784) | > loss_disc_real_2: 0.21176114678382874 (0.23668092091878254) | > loss_disc_real_3: 0.23571236431598663 (0.23812349041303) | > loss_disc_real_4: 0.18741615116596222 (0.2149259348710378) | > loss_disc_real_5: 0.18500709533691406 (0.20082650780677797) | > loss_0: 2.457305669784546 (2.3477568944295246) | > loss_gen: 2.108635425567627 (2.2585559844970704) | > loss_kl: 2.99961256980896 (2.6206273714701336) | > loss_feat: 5.798501014709473 (7.006193065643311) | > loss_mel: 16.926176071166992 (18.865434583028158) | > loss_duration: 2.2806169986724854 (2.296072483062744) | > loss_1: 30.113540649414062 (33.04688326517741)  --> STEP: 16 | > loss_disc: 2.5886001586914062 (2.3628095984458923) | > loss_disc_real_0: 0.15934930741786957 (0.10824472643435001) | > loss_disc_real_1: 0.1354650855064392 (0.15287275798618793) | > loss_disc_real_2: 0.23439538478851318 (0.23653807491064072) | > loss_disc_real_3: 0.21217143535614014 (0.23650148697197437) | > loss_disc_real_4: 0.14237655699253082 (0.21039159875363111) | > loss_disc_real_5: 0.15657365322113037 (0.19806070439517498) | > loss_0: 2.5886001586914062 (2.3628095984458923) | > loss_gen: 1.8859103918075562 (2.2352656349539757) | > loss_kl: 2.850282907485962 (2.6349808424711227) | > loss_feat: 8.647400856018066 (7.108768552541733) | > loss_mel: 18.926105499267578 (18.86922651529312) | > loss_duration: 2.341557025909424 (2.2989152669906616) | > loss_1: 34.6512565612793 (33.14715659618378)  --> STEP: 17 | > loss_disc: 2.550739049911499 (2.373864272061516) | > loss_disc_real_0: 0.13232822716236115 (0.10966140294776243) | > loss_disc_real_1: 0.29926666617393494 (0.16148416435017304) | > loss_disc_real_2: 0.24186323583126068 (0.23685131967067719) | > loss_disc_real_3: 0.3023034930229187 (0.2403721932102652) | > loss_disc_real_4: 0.2662355899810791 (0.21367653941406922) | > loss_disc_real_5: 0.2672441601753235 (0.20213031944106608) | > loss_0: 2.550739049911499 (2.373864272061516) | > loss_gen: 2.349337100982666 (2.2419757211909577) | > loss_kl: 1.9120631217956543 (2.5924562706666836) | > loss_feat: 4.233450889587402 (6.939632219426772) | > loss_mel: 16.43887710571289 (18.726264785317813) | > loss_duration: 2.415597438812256 (2.3057789241566375) | > loss_1: 27.34932518005371 (32.806107689352594)  --> STEP: 18 | > loss_disc: 2.525343894958496 (2.382279806666904) | > loss_disc_real_0: 0.1201871931552887 (0.11024616907040279) | > loss_disc_real_1: 0.16646744310855865 (0.16176101317008337) | > loss_disc_real_2: 0.24972687661647797 (0.23756662838988835) | > loss_disc_real_3: 0.23339423537254333 (0.23998452888594735) | > loss_disc_real_4: 0.2995370030403137 (0.21844656517108282) | > loss_disc_real_5: 0.3360375761985779 (0.20956961148315006) | > loss_0: 2.525343894958496 (2.382279806666904) | > loss_gen: 2.4297120571136475 (2.252405517631107) | > loss_kl: 2.9248783588409424 (2.610924164454142) | > loss_feat: 7.751736164093018 (6.984749105241564) | > loss_mel: 20.460697174072266 (18.822622140248615) | > loss_duration: 2.2659058570861816 (2.3035637537638345) | > loss_1: 35.83293151855469 (32.974264568752716)  --> STEP: 19 | > loss_disc: 2.595705270767212 (2.393512725830078) | > loss_disc_real_0: 0.10615935176610947 (0.11003107342280839) | > loss_disc_real_1: 0.21381992101669312 (0.16450095568832598) | > loss_disc_real_2: 0.2880392074584961 (0.24022307991981506) | > loss_disc_real_3: 0.24690048396587372 (0.24034852652173294) | > loss_disc_real_4: 0.24099861085414886 (0.21963351494387576) | > loss_disc_real_5: 0.22618965804576874 (0.21044435077591947) | > loss_0: 2.595705270767212 (2.393512725830078) | > loss_gen: 2.1095714569091797 (2.2448879354878475) | > loss_kl: 1.7447413206100464 (2.565335593725506) | > loss_feat: 7.346147537231445 (7.003770075346294) | > loss_mel: 17.78907012939453 (18.768224665993138) | > loss_duration: 2.306774139404297 (2.3037327214291223) | > loss_1: 31.29630470275879 (32.88595089159514)  --> STEP: 20 | > loss_disc: 2.3382515907287598 (2.3907496690750123) | > loss_disc_real_0: 0.16138015687465668 (0.11259852759540082) | > loss_disc_real_1: 0.1858011931180954 (0.16556596755981445) | > loss_disc_real_2: 0.2972002327442169 (0.24307193756103515) | > loss_disc_real_3: 0.1437145322561264 (0.2355168268084526) | > loss_disc_real_4: 0.16962061822414398 (0.21713287010788918) | > loss_disc_real_5: 0.14275822043418884 (0.20706004425883293) | > loss_0: 2.3382515907287598 (2.3907496690750123) | > loss_gen: 2.246572256088257 (2.244972151517868) | > loss_kl: 2.0074822902679443 (2.5374429285526277) | > loss_feat: 6.273838043212891 (6.967273473739624) | > loss_mel: 19.23154640197754 (18.79139075279236) | > loss_duration: 2.3300299644470215 (2.3050475835800173) | > loss_1: 32.08946990966797 (32.84612684249878)  --> STEP: 21 | > loss_disc: 2.4685559272766113 (2.3944547289893743) | > loss_disc_real_0: 0.16522325575351715 (0.1151044670315016) | > loss_disc_real_1: 0.15638017654418945 (0.1651285489400228) | > loss_disc_real_2: 0.2725451588630676 (0.24447542428970337) | > loss_disc_real_3: 0.23043787479400635 (0.23527497195062183) | > loss_disc_real_4: 0.24696549773216248 (0.21855347142333076) | > loss_disc_real_5: 0.2390625774860382 (0.20858397441250937) | > loss_0: 2.4685559272766113 (2.3944547289893743) | > loss_gen: 2.252211332321167 (2.2453168744132634) | > loss_kl: 2.344538450241089 (2.5282570010139827) | > loss_feat: 5.519771099090576 (6.898344789232526) | > loss_mel: 15.730365753173828 (18.64562765757243) | > loss_duration: 2.2378439903259277 (2.3018474124726795) | > loss_1: 28.08473014831543 (32.61939366658529)  --> STEP: 22 | > loss_disc: 2.210115671157837 (2.3860756809061225) | > loss_disc_real_0: 0.12092576920986176 (0.1153690716759725) | > loss_disc_real_1: 0.10499922931194305 (0.16239539804783734) | > loss_disc_real_2: 0.23813530802726746 (0.24418723718686539) | > loss_disc_real_3: 0.13993386924266815 (0.23094128546389667) | > loss_disc_real_4: 0.16851237416267395 (0.2162788760933009) | > loss_disc_real_5: 0.15855510532855988 (0.20630993490869348) | > loss_0: 2.210115671157837 (2.3860756809061225) | > loss_gen: 2.3991341590881348 (2.252308569171212) | > loss_kl: 2.1827027797698975 (2.5125499909574334) | > loss_feat: 9.134957313537598 (7.000008994882757) | > loss_mel: 22.616994857788086 (18.826144348491322) | > loss_duration: 2.2275500297546387 (2.2984702587127686) | > loss_1: 38.56134033203125 (32.88948215137828)  --> STEP: 23 | > loss_disc: 2.385117530822754 (2.3860340222068457) | > loss_disc_real_0: 0.09015859663486481 (0.11427296406548956) | > loss_disc_real_1: 0.1811438649892807 (0.16321054878442184) | > loss_disc_real_2: 0.2455444037914276 (0.244246244430542) | > loss_disc_real_3: 0.23470760881900787 (0.23110503865324933) | > loss_disc_real_4: 0.22055058181285858 (0.21646460242893384) | > loss_disc_real_5: 0.23057988286018372 (0.20736515003701914) | > loss_0: 2.385117530822754 (2.3860340222068457) | > loss_gen: 2.191823959350586 (2.2496788035268374) | > loss_kl: 2.557011842727661 (2.5144831149474434) | > loss_feat: 5.143089771270752 (6.919273376464844) | > loss_mel: 16.19189453125 (18.7116117477417) | > loss_duration: 2.3007030487060547 (2.2985673365385635) | > loss_1: 28.384523391723633 (32.69361437921938)  --> STEP: 24 | > loss_disc: 2.4464075565338135 (2.388549586137136) | > loss_disc_real_0: 0.15714924037456512 (0.11605947557836771) | > loss_disc_real_1: 0.14518356323242188 (0.16245942438642183) | > loss_disc_real_2: 0.3049342930316925 (0.2467749131222566) | > loss_disc_real_3: 0.2819433808326721 (0.23322330291072527) | > loss_disc_real_4: 0.27921777963638306 (0.2190793181459109) | > loss_disc_real_5: 0.30950671434402466 (0.21162104854981104) | > loss_0: 2.4464075565338135 (2.388549586137136) | > loss_gen: 2.5996084213256836 (2.264259204268456) | > loss_kl: 2.324280023574829 (2.506557986140251) | > loss_feat: 7.067568778991699 (6.925452351570129) | > loss_mel: 17.210004806518555 (18.649044791857403) | > loss_duration: 2.4103684425354004 (2.3032257159550986) | > loss_1: 31.61182975769043 (32.64854001998901)  --> STEP: 25 | > loss_disc: 2.434734582901001 (2.3903969860076906) | > loss_disc_real_0: 0.13839128613471985 (0.11695274800062179) | > loss_disc_real_1: 0.10022798925638199 (0.15997016698122024) | > loss_disc_real_2: 0.2575170695781708 (0.24720459938049316) | > loss_disc_real_3: 0.28477999567985535 (0.23528557062149047) | > loss_disc_real_4: 0.23425231873989105 (0.21968623816967012) | > loss_disc_real_5: 0.2856479585170746 (0.2145821249485016) | > loss_0: 2.434734582901001 (2.3903969860076906) | > loss_gen: 2.3631322383880615 (2.26821412563324) | > loss_kl: 2.3770880699157715 (2.501379189491272) | > loss_feat: 6.784635543823242 (6.919819679260254) | > loss_mel: 18.92815399169922 (18.660209159851075) | > loss_duration: 2.3456029891967773 (2.3049208068847657) | > loss_1: 32.798614501953125 (32.65454299926757)  --> STEP: 26 | > loss_disc: 2.5290513038635254 (2.395729844386761) | > loss_disc_real_0: 0.10358753800392151 (0.11643870146228717) | > loss_disc_real_1: 0.18352191150188446 (0.1608760033089381) | > loss_disc_real_2: 0.24874182045459747 (0.2472637232679587) | > loss_disc_real_3: 0.17711077630519867 (0.23304807853240234) | > loss_disc_real_4: 0.19713248312473297 (0.21881878605255714) | > loss_disc_real_5: 0.15213392674922943 (0.2121802711716065) | > loss_0: 2.5290513038635254 (2.395729844386761) | > loss_gen: 1.6758372783660889 (2.24543040073835) | > loss_kl: 2.3942315578460693 (2.4972581267356873) | > loss_feat: 4.7782816886901855 (6.837452833469097) | > loss_mel: 10.376565933227539 (18.34160749728863) | > loss_duration: 2.265204429626465 (2.3033932539132924) | > loss_1: 21.49011993408203 (32.22514211214505) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023681108768169694 (-7.165395296536989e-05) | > avg_loss_disc: 2.395729844386761 (+0.05610554493390563) | > avg_loss_disc_real_0: 0.11643870146228717 (-0.00047577688327202217) | > avg_loss_disc_real_1: 0.1608760033089381 (-0.03037662145036918) | > avg_loss_disc_real_2: 0.2472637232679587 (+0.05847562305056131) | > avg_loss_disc_real_3: 0.23304807853240234 (-0.017005426379350486) | > avg_loss_disc_real_4: 0.21881878605255714 (-0.025160455932983994) | > avg_loss_disc_real_5: 0.2121802711716065 (-0.005999436745276809) | > avg_loss_0: 2.395729844386761 (+0.05610554493390563) | > avg_loss_gen: 2.24543040073835 (-0.16422127760373595) | > avg_loss_kl: 2.4972581267356873 (+0.023428696852463737) | > avg_loss_feat: 6.837452833469097 (-0.33521709992335413) | > avg_loss_mel: 18.34160749728863 (+0.026242182804992353) | > avg_loss_duration: 2.3033932539132924 (+0.031823580081646874) | > avg_loss_1: 32.22514211214505 (-0.41794424790603557)  > EPOCH: 298/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:04:00)   --> TIME: 2024-06-11 04:04:04 -- STEP: 9/330 -- GLOBAL_STEP: 186350 | > loss_disc: 2.330979585647583 (2.3255377080705433) | > loss_disc_real_0: 0.10152052342891693 (0.10725274971789783) | > loss_disc_real_1: 0.2368103563785553 (0.19922819236914316) | > loss_disc_real_2: 0.24012956023216248 (0.21808882223235238) | > loss_disc_real_3: 0.2294521927833557 (0.2372054225868649) | > loss_disc_real_4: 0.2182534784078598 (0.24667207068867153) | > loss_disc_real_5: 0.21185095608234406 (0.234418499800894) | > loss_0: 2.330979585647583 (2.3255377080705433) | > grad_norm_0: tensor(12.2500, device='cuda:0') (tensor(9.0564, device='cuda:0')) | > loss_gen: 2.4038736820220947 (2.571027543809679) | > loss_kl: 1.7766846418380737 (1.9057831764221191) | > loss_feat: 6.617156982421875 (6.854298273722331) | > loss_mel: 18.270349502563477 (18.716338475545246) | > loss_duration: 2.158914566040039 (2.212525102827284) | > loss_1: 31.226980209350586 (32.259972466362846) | > grad_norm_1: tensor(82.6379, device='cuda:0') (tensor(97.7861, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3506 (0.34885832998487687) | > loader_time: 0.003 (0.003100050820244683)  --> TIME: 2024-06-11 04:04:13 -- STEP: 34/330 -- GLOBAL_STEP: 186375 | > loss_disc: 2.323904037475586 (2.3080679178237915) | > loss_disc_real_0: 0.10024873912334442 (0.1108587117975249) | > loss_disc_real_1: 0.22043341398239136 (0.19811049279044657) | > loss_disc_real_2: 0.20030605792999268 (0.21548590765279882) | > loss_disc_real_3: 0.2558300793170929 (0.2269265305470018) | > loss_disc_real_4: 0.20327948033809662 (0.22383354078320897) | > loss_disc_real_5: 0.222004696726799 (0.21325396877877853) | > loss_0: 2.323904037475586 (2.3080679178237915) | > grad_norm_0: tensor(8.7007, device='cuda:0') (tensor(9.6614, device='cuda:0')) | > loss_gen: 2.549988269805908 (2.542614691397722) | > loss_kl: 2.0137882232666016 (1.8652564637801226) | > loss_feat: 7.886751174926758 (7.1467923837549545) | > loss_mel: 19.162141799926758 (18.658124194425696) | > loss_duration: 2.0845816135406494 (2.0920500860494724) | > loss_1: 33.69725036621094 (32.304837507360105) | > grad_norm_1: tensor(122.6881, device='cuda:0') (tensor(93.7156, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3601 (0.35062696653253894) | > loader_time: 0.0033 (0.0031652099945965934)  --> TIME: 2024-06-11 04:04:23 -- STEP: 59/330 -- GLOBAL_STEP: 186400 | > loss_disc: 2.448509931564331 (2.3105122275271652) | > loss_disc_real_0: 0.125722736120224 (0.11050020215117325) | > loss_disc_real_1: 0.19365446269512177 (0.19959788428524794) | > loss_disc_real_2: 0.21334756910800934 (0.21219168502395436) | > loss_disc_real_3: 0.20958076417446136 (0.22708968767675303) | > loss_disc_real_4: 0.238219752907753 (0.22432577407966225) | > loss_disc_real_5: 0.24654452502727509 (0.21653924175238204) | > loss_0: 2.448509931564331 (2.3105122275271652) | > grad_norm_0: tensor(5.3568, device='cuda:0') (tensor(9.9086, device='cuda:0')) | > loss_gen: 2.424445629119873 (2.5402735815209856) | > loss_kl: 1.9335745573043823 (1.839242244170884) | > loss_feat: 6.664535999298096 (7.190521733235505) | > loss_mel: 17.87628746032715 (18.625844244229594) | > loss_duration: 1.9698691368103027 (2.061568965346127) | > loss_1: 30.86871337890625 (32.25745071799065) | > grad_norm_1: tensor(57.3679, device='cuda:0') (tensor(102.4061, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3555 (0.35819151441929703) | > loader_time: 0.0036 (0.0033591925087621656)  --> TIME: 2024-06-11 04:04:32 -- STEP: 84/330 -- GLOBAL_STEP: 186425 | > loss_disc: 2.3016068935394287 (2.315279864129566) | > loss_disc_real_0: 0.15704402327537537 (0.11376407374406144) | > loss_disc_real_1: 0.20519204437732697 (0.20045186738882745) | > loss_disc_real_2: 0.21429145336151123 (0.21185517293356715) | > loss_disc_real_3: 0.21857492625713348 (0.22641781327270327) | > loss_disc_real_4: 0.24475376307964325 (0.22541267939266704) | > loss_disc_real_5: 0.23229126632213593 (0.2177599501751718) | > loss_0: 2.3016068935394287 (2.315279864129566) | > grad_norm_0: tensor(7.7046, device='cuda:0') (tensor(9.9127, device='cuda:0')) | > loss_gen: 2.513108730316162 (2.532037002699716) | > loss_kl: 1.85136079788208 (1.8318553950105394) | > loss_feat: 6.799759864807129 (7.185744001751854) | > loss_mel: 18.206790924072266 (18.58568034853255) | > loss_duration: 2.111849308013916 (2.049120817865645) | > loss_1: 31.48287010192871 (32.184437524704684) | > grad_norm_1: tensor(241.0655, device='cuda:0') (tensor(114.4225, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3562 (0.36306418407531005) | > loader_time: 0.0044 (0.003545806521461124)  --> TIME: 2024-06-11 04:04:42 -- STEP: 109/330 -- GLOBAL_STEP: 186450 | > loss_disc: 2.2883334159851074 (2.31904466874009) | > loss_disc_real_0: 0.1285470426082611 (0.11470756539647732) | > loss_disc_real_1: 0.17141906917095184 (0.20019535802373098) | > loss_disc_real_2: 0.23216697573661804 (0.21309836947043007) | > loss_disc_real_3: 0.19764791429042816 (0.22570585493647724) | > loss_disc_real_4: 0.21463532745838165 (0.22506022480649684) | > loss_disc_real_5: 0.18541833758354187 (0.21709877484982168) | > loss_0: 2.2883334159851074 (2.31904466874009) | > grad_norm_0: tensor(21.4494, device='cuda:0') (tensor(11.1044, device='cuda:0')) | > loss_gen: 2.563744306564331 (2.5282138575107687) | > loss_kl: 1.8902595043182373 (1.8331231305358606) | > loss_feat: 7.442317485809326 (7.197218811840092) | > loss_mel: 18.565383911132812 (18.548930561870613) | > loss_duration: 1.9912121295928955 (2.0474600485705463) | > loss_1: 32.45291519165039 (32.15494633595877) | > grad_norm_1: tensor(275.2406, device='cuda:0') (tensor(138.7544, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3838 (0.3665641229087058) | > loader_time: 0.0046 (0.0036704583999213826)  --> TIME: 2024-06-11 04:04:51 -- STEP: 134/330 -- GLOBAL_STEP: 186475 | > loss_disc: 2.3242716789245605 (2.320124030113221) | > loss_disc_real_0: 0.1425556242465973 (0.11446937915882957) | > loss_disc_real_1: 0.1760852038860321 (0.2003268003463745) | > loss_disc_real_2: 0.2078639417886734 (0.2128802827045099) | > loss_disc_real_3: 0.18572984635829926 (0.22620488147237408) | > loss_disc_real_4: 0.18397437036037445 (0.22487604228863076) | > loss_disc_real_5: 0.19664405286312103 (0.21736626660645897) | > loss_0: 2.3242716789245605 (2.320124030113221) | > grad_norm_0: tensor(9.5643, device='cuda:0') (tensor(11.9822, device='cuda:0')) | > loss_gen: 2.4778687953948975 (2.52984781229674) | > loss_kl: 1.9179213047027588 (1.833056789725574) | > loss_feat: 7.789884567260742 (7.203966710104871) | > loss_mel: 18.523656845092773 (18.566597895835766) | > loss_duration: 2.073190927505493 (2.0485355854034437) | > loss_1: 32.78252410888672 (32.182004786249415) | > grad_norm_1: tensor(272.4373, device='cuda:0') (tensor(157.1449, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3807 (0.3670155895290089) | > loader_time: 0.004 (0.003743593372515778)  --> TIME: 2024-06-11 04:05:01 -- STEP: 159/330 -- GLOBAL_STEP: 186500 | > loss_disc: 2.4568021297454834 (2.3207861402499605) | > loss_disc_real_0: 0.12428110837936401 (0.11473293431431243) | > loss_disc_real_1: 0.23014496266841888 (0.2008145455294435) | > loss_disc_real_2: 0.20005111396312714 (0.21308130728748614) | > loss_disc_real_3: 0.2178959995508194 (0.22639984070504987) | > loss_disc_real_4: 0.20161493122577667 (0.22418099538710132) | > loss_disc_real_5: 0.2018340677022934 (0.21709571666312671) | > loss_0: 2.4568021297454834 (2.3207861402499605) | > grad_norm_0: tensor(20.1193, device='cuda:0') (tensor(13.0371, device='cuda:0')) | > loss_gen: 2.3987185955047607 (2.532390988847745) | > loss_kl: 1.9060070514678955 (1.8407865275376998) | > loss_feat: 7.3072919845581055 (7.230165211659558) | > loss_mel: 17.708877563476562 (18.579909198689016) | > loss_duration: 2.050971508026123 (2.049967098535982) | > loss_1: 31.37186622619629 (32.23321899078177) | > grad_norm_1: tensor(245.9275, device='cuda:0') (tensor(169.1603, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3723 (0.3687088924383966) | > loader_time: 0.0043 (0.0038120806592065585) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_186500.pth  --> TIME: 2024-06-11 04:05:16 -- STEP: 184/330 -- GLOBAL_STEP: 186525 | > loss_disc: 2.369173049926758 (2.3252528128416654) | > loss_disc_real_0: 0.12292058765888214 (0.11554517765003054) | > loss_disc_real_1: 0.1973344087600708 (0.20119585971469464) | > loss_disc_real_2: 0.16974027454853058 (0.21387733867310962) | > loss_disc_real_3: 0.23630346357822418 (0.22718744644004366) | > loss_disc_real_4: 0.2304762750864029 (0.22454884543043116) | > loss_disc_real_5: 0.22619906067848206 (0.21690257023210116) | > loss_0: 2.369173049926758 (2.3252528128416654) | > grad_norm_0: tensor(36.5516, device='cuda:0') (tensor(14.1951, device='cuda:0')) | > loss_gen: 2.415963649749756 (2.529120275507804) | > loss_kl: 1.8977737426757812 (1.8464122699654621) | > loss_feat: 6.778794765472412 (7.2176514475241955) | > loss_mel: 17.463722229003906 (18.54515715267347) | > loss_duration: 2.0893938541412354 (2.0552826148012384) | > loss_1: 30.645648956298828 (32.193623698276014) | > grad_norm_1: tensor(241.4250, device='cuda:0') (tensor(177.4425, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.3814 (0.3735320568084716) | > loader_time: 0.005 (0.003950301719748456)  --> TIME: 2024-06-11 04:05:26 -- STEP: 209/330 -- GLOBAL_STEP: 186550 | > loss_disc: 2.3419783115386963 (2.323151457252686) | > loss_disc_real_0: 0.07580811530351639 (0.11570323164169298) | > loss_disc_real_1: 0.1514310985803604 (0.20089992203495718) | > loss_disc_real_2: 0.19283980131149292 (0.21414460541243763) | > loss_disc_real_3: 0.24453292787075043 (0.2266329436353519) | > loss_disc_real_4: 0.26695531606674194 (0.22348588712192607) | > loss_disc_real_5: 0.2113848179578781 (0.21635390632745755) | > loss_0: 2.3419783115386963 (2.323151457252686) | > grad_norm_0: tensor(28.1504, device='cuda:0') (tensor(15.6867, device='cuda:0')) | > loss_gen: 2.6216542720794678 (2.536920556611422) | > loss_kl: 1.8874478340148926 (1.8495922915673142) | > loss_feat: 7.930160999298096 (7.266917244669353) | > loss_mel: 18.70486831665039 (18.55001517117879) | > loss_duration: 2.130898952484131 (2.0614342632476204) | > loss_1: 33.275028228759766 (32.264879463962366) | > grad_norm_1: tensor(355.8338, device='cuda:0') (tensor(192.9589, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.4164 (0.376544258811257) | > loader_time: 0.0051 (0.004063106609873797)  --> TIME: 2024-06-11 04:05:37 -- STEP: 234/330 -- GLOBAL_STEP: 186575 | > loss_disc: 2.3325417041778564 (2.325526615493319) | > loss_disc_real_0: 0.09009142220020294 (0.11584765099498451) | > loss_disc_real_1: 0.20804139971733093 (0.2012179437865559) | > loss_disc_real_2: 0.17552214860916138 (0.2146908384230402) | > loss_disc_real_3: 0.21271690726280212 (0.22658381464644375) | > loss_disc_real_4: 0.23593154549598694 (0.2244397073219984) | > loss_disc_real_5: 0.24935714900493622 (0.21685747254608026) | > loss_0: 2.3325417041778564 (2.325526615493319) | > grad_norm_0: tensor(36.1110, device='cuda:0') (tensor(18.1267, device='cuda:0')) | > loss_gen: 2.5488228797912598 (2.540144263169705) | > loss_kl: 1.69679856300354 (1.8513529830508761) | > loss_feat: 6.591686248779297 (7.266630078992273) | > loss_mel: 17.485143661499023 (18.517609571799255) | > loss_duration: 2.123904228210449 (2.0687797059360715) | > loss_1: 30.446353912353516 (32.24451654385295) | > grad_norm_1: tensor(295.2961, device='cuda:0') (tensor(210.7859, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.4346 (0.3804142301918094) | > loader_time: 0.0055 (0.004200961854722767)  --> TIME: 2024-06-11 04:05:48 -- STEP: 259/330 -- GLOBAL_STEP: 186600 | > loss_disc: 2.3966476917266846 (2.326709560445838) | > loss_disc_real_0: 0.08419593423604965 (0.11622801738068404) | > loss_disc_real_1: 0.17586572468280792 (0.2007067166124992) | > loss_disc_real_2: 0.19745075702667236 (0.2147262862175128) | > loss_disc_real_3: 0.23164503276348114 (0.22630918699111718) | > loss_disc_real_4: 0.23593105375766754 (0.2245633804660046) | > loss_disc_real_5: 0.22886817157268524 (0.21680875007480271) | > loss_0: 2.3966476917266846 (2.326709560445838) | > grad_norm_0: tensor(15.5948, device='cuda:0') (tensor(19.7672, device='cuda:0')) | > loss_gen: 2.5153722763061523 (2.540145167052516) | > loss_kl: 1.9216084480285645 (1.8567887816189799) | > loss_feat: 7.4105610847473145 (7.266981336600992) | > loss_mel: 18.671979904174805 (18.48098644418606) | > loss_duration: 2.185840606689453 (2.0754340974520504) | > loss_1: 32.70536422729492 (32.22033577996331) | > grad_norm_1: tensor(239.9447, device='cuda:0') (tensor(222.1951, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.4272 (0.3853679817155521) | > loader_time: 0.0052 (0.004319797611604788)  --> TIME: 2024-06-11 04:05:59 -- STEP: 284/330 -- GLOBAL_STEP: 186625 | > loss_disc: 2.1940090656280518 (2.326640872048662) | > loss_disc_real_0: 0.10396665334701538 (0.11646300949103816) | > loss_disc_real_1: 0.14477461576461792 (0.2008463761861056) | > loss_disc_real_2: 0.19912216067314148 (0.2143861909042782) | > loss_disc_real_3: 0.20331871509552002 (0.22670696124854217) | > loss_disc_real_4: 0.2391040027141571 (0.22463845319941012) | > loss_disc_real_5: 0.19103804230690002 (0.2167665044921385) | > loss_0: 2.1940090656280518 (2.326640872048662) | > grad_norm_0: tensor(45.0108, device='cuda:0') (tensor(20.6632, device='cuda:0')) | > loss_gen: 2.7877163887023926 (2.5376889344672096) | > loss_kl: 1.9861819744110107 (1.862494387257267) | > loss_feat: 8.160456657409668 (7.272220233796348) | > loss_mel: 18.40078353881836 (18.438878059387207) | > loss_duration: 2.182581901550293 (2.0840447830482245) | > loss_1: 33.51771926879883 (32.19532632156156) | > grad_norm_1: tensor(639.3682, device='cuda:0') (tensor(233.6082, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.4509 (0.39071719411393285) | > loader_time: 0.0059 (0.004470889836969512)  --> TIME: 2024-06-11 04:06:11 -- STEP: 309/330 -- GLOBAL_STEP: 186650 | > loss_disc: 2.3677732944488525 (2.3290526249647914) | > loss_disc_real_0: 0.16375944018363953 (0.11665584550850985) | > loss_disc_real_1: 0.23160585761070251 (0.2015346012840765) | > loss_disc_real_2: 0.23887918889522552 (0.21485850219780578) | > loss_disc_real_3: 0.2578657567501068 (0.2266462111068003) | > loss_disc_real_4: 0.26251280307769775 (0.224402659003017) | > loss_disc_real_5: 0.2162637859582901 (0.21678627472865167) | > loss_0: 2.3677732944488525 (2.3290526249647914) | > grad_norm_0: tensor(50.6398, device='cuda:0') (tensor(21.7742, device='cuda:0')) | > loss_gen: 2.629218101501465 (2.5360688646248635) | > loss_kl: 1.8558735847473145 (1.8647432084222442) | > loss_feat: 7.054550647735596 (7.2931062858853135) | > loss_mel: 17.48127555847168 (18.39430355948537) | > loss_duration: 2.2594192028045654 (2.0949265115855176) | > loss_1: 31.280338287353516 (32.183148337799345) | > grad_norm_1: tensor(470.3067, device='cuda:0') (tensor(250.2921, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.4955 (0.3978513567964622) | > loader_time: 0.0071 (0.0046588240317928)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5762362480163574 (2.5762362480163574) | > loss_disc_real_0: 0.11894188076257706 (0.11894188076257706) | > loss_disc_real_1: 0.21360807120800018 (0.21360807120800018) | > loss_disc_real_2: 0.24922850728034973 (0.24922850728034973) | > loss_disc_real_3: 0.30831611156463623 (0.30831611156463623) | > loss_disc_real_4: 0.30322134494781494 (0.30322134494781494) | > loss_disc_real_5: 0.2768375277519226 (0.2768375277519226) | > loss_0: 2.5762362480163574 (2.5762362480163574) | > loss_gen: 2.3186581134796143 (2.3186581134796143) | > loss_kl: 2.3790671825408936 (2.3790671825408936) | > loss_feat: 5.412539958953857 (5.412539958953857) | > loss_mel: 17.48247528076172 (17.48247528076172) | > loss_duration: 2.842536687850952 (2.842536687850952) | > loss_1: 30.435277938842773 (30.435277938842773)  --> STEP: 1 | > loss_disc: 2.4265658855438232 (2.4265658855438232) | > loss_disc_real_0: 0.08329810202121735 (0.08329810202121735) | > loss_disc_real_1: 0.1944035440683365 (0.1944035440683365) | > loss_disc_real_2: 0.2496725469827652 (0.2496725469827652) | > loss_disc_real_3: 0.25706493854522705 (0.25706493854522705) | > loss_disc_real_4: 0.24625824391841888 (0.24625824391841888) | > loss_disc_real_5: 0.23929233849048615 (0.23929233849048615) | > loss_0: 2.4265658855438232 (2.4265658855438232) | > loss_gen: 2.3887057304382324 (2.3887057304382324) | > loss_kl: 2.132516384124756 (2.132516384124756) | > loss_feat: 4.915060043334961 (4.915060043334961) | > loss_mel: 18.104928970336914 (18.104928970336914) | > loss_duration: 2.3875348567962646 (2.3875348567962646) | > loss_1: 29.928747177124023 (29.928747177124023)  --> STEP: 2 | > loss_disc: 2.0999298095703125 (2.263247847557068) | > loss_disc_real_0: 0.11299561709165573 (0.09814685955643654) | > loss_disc_real_1: 0.1859896183013916 (0.19019658118486404) | > loss_disc_real_2: 0.2180982381105423 (0.23388539254665375) | > loss_disc_real_3: 0.272413969039917 (0.264739453792572) | > loss_disc_real_4: 0.23867185413837433 (0.2424650490283966) | > loss_disc_real_5: 0.161140576004982 (0.20021645724773407) | > loss_0: 2.0999298095703125 (2.263247847557068) | > loss_gen: 2.8604378700256348 (2.6245718002319336) | > loss_kl: 2.058454751968384 (2.09548556804657) | > loss_feat: 6.713229179382324 (5.814144611358643) | > loss_mel: 18.236488342285156 (18.170708656311035) | > loss_duration: 2.365243434906006 (2.3763891458511353) | > loss_1: 32.23385238647461 (31.081299781799316)  --> STEP: 3 | > loss_disc: 2.2629759311676025 (2.2631572087605796) | > loss_disc_real_0: 0.18321773409843445 (0.1265038177371025) | > loss_disc_real_1: 0.17298196256160736 (0.18445837497711182) | > loss_disc_real_2: 0.16890230774879456 (0.21222436428070068) | > loss_disc_real_3: 0.2584431767463684 (0.26264069477717084) | > loss_disc_real_4: 0.28621000051498413 (0.2570466995239258) | > loss_disc_real_5: 0.255210816860199 (0.21854791045188904) | > loss_0: 2.2629759311676025 (2.2631572087605796) | > loss_gen: 2.8794095516204834 (2.70951771736145) | > loss_kl: 2.6478989124298096 (2.27962334950765) | > loss_feat: 8.056870460510254 (6.56171989440918) | > loss_mel: 18.72315788269043 (18.3548583984375) | > loss_duration: 2.179133415222168 (2.3106372356414795) | > loss_1: 34.48646926879883 (32.21635627746582)  --> STEP: 4 | > loss_disc: 2.2138586044311523 (2.2508325576782227) | > loss_disc_real_0: 0.19953477382659912 (0.14476155675947666) | > loss_disc_real_1: 0.1805923730134964 (0.18349187448620796) | > loss_disc_real_2: 0.15601356327533722 (0.19817166402935982) | > loss_disc_real_3: 0.27536171674728394 (0.2658209502696991) | > loss_disc_real_4: 0.191395103931427 (0.2406338006258011) | > loss_disc_real_5: 0.1967598795890808 (0.21310090273618698) | > loss_0: 2.2138586044311523 (2.2508325576782227) | > loss_gen: 2.617079973220825 (2.686408281326294) | > loss_kl: 2.149080276489258 (2.2469875812530518) | > loss_feat: 7.329897403717041 (6.753764271736145) | > loss_mel: 18.752412796020508 (18.454246997833252) | > loss_duration: 2.2319507598876953 (2.2909656167030334) | > loss_1: 33.080421447753906 (32.43237257003784)  --> STEP: 5 | > loss_disc: 2.27119779586792 (2.254905605316162) | > loss_disc_real_0: 0.1450204849243164 (0.14481334239244462) | > loss_disc_real_1: 0.2750764489173889 (0.20180878937244415) | > loss_disc_real_2: 0.28950563073158264 (0.21643845736980438) | > loss_disc_real_3: 0.27332302927970886 (0.26732136607170104) | > loss_disc_real_4: 0.24429260194301605 (0.24136556088924407) | > loss_disc_real_5: 0.2236221730709076 (0.2152051568031311) | > loss_0: 2.27119779586792 (2.254905605316162) | > loss_gen: 3.1358232498168945 (2.776291275024414) | > loss_kl: 2.5775394439697266 (2.3130979537963867) | > loss_feat: 6.852853775024414 (6.773582172393799) | > loss_mel: 19.399118423461914 (18.643221282958983) | > loss_duration: 2.357985496520996 (2.304369592666626) | > loss_1: 34.32332229614258 (32.81056251525879)  --> STEP: 6 | > loss_disc: 2.2857391834259033 (2.260044535001119) | > loss_disc_real_0: 0.1234210804104805 (0.1412479653954506) | > loss_disc_real_1: 0.22863174974918365 (0.2062792827685674) | > loss_disc_real_2: 0.27948835492134094 (0.2269467736283938) | > loss_disc_real_3: 0.22751778364181519 (0.2606874356667201) | > loss_disc_real_4: 0.24530546367168427 (0.2420222113529841) | > loss_disc_real_5: 0.2311299741268158 (0.2178592930237452) | > loss_0: 2.2857391834259033 (2.260044535001119) | > loss_gen: 2.5845208168029785 (2.7443295319875083) | > loss_kl: 2.47029972076416 (2.3392982482910156) | > loss_feat: 6.446817874908447 (6.71912145614624) | > loss_mel: 17.99897003173828 (18.5358460744222) | > loss_duration: 2.153329372406006 (2.2791962226231894) | > loss_1: 31.65393829345703 (32.61779181162516)  --> STEP: 7 | > loss_disc: 2.3241701126098633 (2.269205331802368) | > loss_disc_real_0: 0.15280680358409882 (0.1428992279938289) | > loss_disc_real_1: 0.1738237589597702 (0.20164277936731065) | > loss_disc_real_2: 0.24144411087036133 (0.22901782180581773) | > loss_disc_real_3: 0.2635616362094879 (0.2610980357442583) | > loss_disc_real_4: 0.24651412665843964 (0.24266391353947775) | > loss_disc_real_5: 0.21761196851730347 (0.2178239609513964) | > loss_0: 2.3241701126098633 (2.269205331802368) | > loss_gen: 2.6622695922851562 (2.732606683458601) | > loss_kl: 3.6229584217071533 (2.5226782730647495) | > loss_feat: 6.365611553192139 (6.668620041438511) | > loss_mel: 17.749698638916016 (18.423539297921316) | > loss_duration: 2.4726011753082275 (2.306825501578195) | > loss_1: 32.87314224243164 (32.654270444597515)  --> STEP: 8 | > loss_disc: 2.1418333053588867 (2.253283828496933) | > loss_disc_real_0: 0.18421180546283722 (0.14806330017745495) | > loss_disc_real_1: 0.19751760363578796 (0.20112713240087032) | > loss_disc_real_2: 0.21420226991176605 (0.22716587781906128) | > loss_disc_real_3: 0.20309942960739136 (0.25384820997714996) | > loss_disc_real_4: 0.18559964001178741 (0.23553087934851646) | > loss_disc_real_5: 0.16260243952274323 (0.21092127077281475) | > loss_0: 2.1418333053588867 (2.253283828496933) | > loss_gen: 2.8730850219726562 (2.7501664757728577) | > loss_kl: 2.6618564128875732 (2.5400755405426025) | > loss_feat: 8.886822700500488 (6.9458953738212585) | > loss_mel: 20.522418975830078 (18.685899257659912) | > loss_duration: 2.189730167388916 (2.292188584804535) | > loss_1: 37.133914947509766 (33.21422600746155)  --> STEP: 9 | > loss_disc: 2.280503273010254 (2.2563082112206354) | > loss_disc_real_0: 0.2332478165626526 (0.1575282464424769) | > loss_disc_real_1: 0.2903556227684021 (0.21104140910837385) | > loss_disc_real_2: 0.17746643722057343 (0.22164371775256264) | > loss_disc_real_3: 0.247593954205513 (0.2531532926691903) | > loss_disc_real_4: 0.24996142089366913 (0.23713427285353342) | > loss_disc_real_5: 0.21756765246391296 (0.2116597576273812) | > loss_0: 2.280503273010254 (2.2563082112206354) | > loss_gen: 3.5660452842712402 (2.8408196767171225) | > loss_kl: 1.8008004426956177 (2.457933863004049) | > loss_feat: 13.365582466125488 (7.659193939632839) | > loss_mel: 19.900798797607422 (18.820888095431858) | > loss_duration: 2.1583690643310547 (2.2773197491963706) | > loss_1: 40.791595458984375 (34.05615594651964)  --> STEP: 10 | > loss_disc: 2.4407715797424316 (2.274754548072815) | > loss_disc_real_0: 0.16234813630580902 (0.15801023542881013) | > loss_disc_real_1: 0.1746017336845398 (0.20739744156599044) | > loss_disc_real_2: 0.24971570074558258 (0.22445091605186462) | > loss_disc_real_3: 0.2756878137588501 (0.2554067447781563) | > loss_disc_real_4: 0.3167732357978821 (0.24509816914796828) | > loss_disc_real_5: 0.2798422873020172 (0.2184780105948448) | > loss_0: 2.4407715797424316 (2.274754548072815) | > loss_gen: 2.634746789932251 (2.820212388038635) | > loss_kl: 2.3576855659484863 (2.4479090332984925) | > loss_feat: 6.707935810089111 (7.564068126678467) | > loss_mel: 19.32600975036621 (18.87140026092529) | > loss_duration: 2.329989194869995 (2.282586693763733) | > loss_1: 33.35636901855469 (33.98617725372314)  --> STEP: 11 | > loss_disc: 2.2321956157684326 (2.270885554226962) | > loss_disc_real_0: 0.09216808527708054 (0.1520245854150165) | > loss_disc_real_1: 0.14774592220783234 (0.20197457616979425) | > loss_disc_real_2: 0.1982884705066681 (0.2220725119113922) | > loss_disc_real_3: 0.22442474961280823 (0.25259019976312463) | > loss_disc_real_4: 0.24686236679553986 (0.24525855075229297) | > loss_disc_real_5: 0.25898751616477966 (0.22216069291938434) | > loss_0: 2.2321956157684326 (2.270885554226962) | > loss_gen: 2.541977643966675 (2.79491832039573) | > loss_kl: 2.406425714492798 (2.4441378224979746) | > loss_feat: 7.695886611938477 (7.576051625338468) | > loss_mel: 19.458229064941406 (18.924748334017668) | > loss_duration: 2.415593385696411 (2.294678211212158) | > loss_1: 34.51811218261719 (34.034534974531695)  --> STEP: 12 | > loss_disc: 2.3308658599853516 (2.275883913040161) | > loss_disc_real_0: 0.13893672823905945 (0.15093393065035343) | > loss_disc_real_1: 0.2381977140903473 (0.20499317099650702) | > loss_disc_real_2: 0.24293705821037292 (0.22381122410297394) | > loss_disc_real_3: 0.30169782042503357 (0.25668250148495037) | > loss_disc_real_4: 0.22541503608226776 (0.24360492452979088) | > loss_disc_real_5: 0.1969527155160904 (0.22006002813577652) | > loss_0: 2.3308658599853516 (2.275883913040161) | > loss_gen: 2.8666067123413086 (2.8008923530578613) | > loss_kl: 2.7646093368530273 (2.4708437820275626) | > loss_feat: 7.410981178283691 (7.562295754750569) | > loss_mel: 19.00993537902832 (18.931847254435223) | > loss_duration: 2.2679662704467773 (2.2924522161483765) | > loss_1: 34.320098876953125 (34.05833196640015)  --> STEP: 13 | > loss_disc: 2.300415277481079 (2.277770941074078) | > loss_disc_real_0: 0.1868000328540802 (0.15369286158910164) | > loss_disc_real_1: 0.16826613247394562 (0.20216801418707922) | > loss_disc_real_2: 0.20948560535907745 (0.22270925343036652) | > loss_disc_real_3: 0.25779882073402405 (0.25676837219641757) | > loss_disc_real_4: 0.2100103795528412 (0.24102072876233321) | > loss_disc_real_5: 0.25068435072898865 (0.2224157452583313) | > loss_0: 2.300415277481079 (2.277770941074078) | > loss_gen: 2.892882823944092 (2.807968543126033) | > loss_kl: 2.5156333446502686 (2.47428913299854) | > loss_feat: 7.783699035644531 (7.579326776357798) | > loss_mel: 18.07312774658203 (18.865791907677284) | > loss_duration: 2.219691753387451 (2.286855257474459) | > loss_1: 33.48503494262695 (34.01423219534067)  --> STEP: 14 | > loss_disc: 2.391787528991699 (2.2859149830681935) | > loss_disc_real_0: 0.15411806106567383 (0.15372323298028537) | > loss_disc_real_1: 0.13562209904193878 (0.19741473453385489) | > loss_disc_real_2: 0.23517225682735443 (0.2235994679587228) | > loss_disc_real_3: 0.30331867933273315 (0.2600933941347258) | > loss_disc_real_4: 0.2739301919937134 (0.2433714047074318) | > loss_disc_real_5: 0.2591153085231781 (0.22503714263439178) | > loss_0: 2.391787528991699 (2.2859149830681935) | > loss_gen: 2.5903146266937256 (2.7924218348094394) | > loss_kl: 3.23952579498291 (2.528948894568852) | > 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33.80335235595703 (34.186367162068684)  --> STEP: 16 | > loss_disc: 2.5521044731140137 (2.315499112010002) | > loss_disc_real_0: 0.18357214331626892 (0.16542068822309375) | > loss_disc_real_1: 0.23954182863235474 (0.20412206463515759) | > loss_disc_real_2: 0.33536604046821594 (0.23066924698650837) | > loss_disc_real_3: 0.3245033621788025 (0.26337918452918524) | > loss_disc_real_4: 0.25343701243400574 (0.24116676021367311) | > loss_disc_real_5: 0.2849840223789215 (0.23331261612474918) | > loss_0: 2.5521044731140137 (2.315499112010002) | > loss_gen: 2.8338489532470703 (2.788822591304779) | > loss_kl: 2.646418333053589 (2.565337263047695) | > loss_feat: 6.325554847717285 (7.484972387552261) | > loss_mel: 17.357484817504883 (18.883052825927734) | > loss_duration: 2.3904097080230713 (2.2996412068605423) | > loss_1: 31.5537166595459 (34.02182650566101)  --> STEP: 17 | > loss_disc: 2.5496158599853516 (2.3292706854203167) | > loss_disc_real_0: 0.1211279034614563 (0.1628152302959386) | > loss_disc_real_1: 0.3268702030181885 (0.21134254336357117) | > loss_disc_real_2: 0.2962267994880676 (0.23452557360424714) | > loss_disc_real_3: 0.35075274109840393 (0.26851880550384516) | > loss_disc_real_4: 0.20797839760780334 (0.23921450358979843) | > loss_disc_real_5: 0.3071136474609375 (0.23765385326217203) | > loss_0: 2.5496158599853516 (2.3292706854203167) | > loss_gen: 2.9237921237945557 (2.7967619755688835) | > loss_kl: 2.449674606323242 (2.5585335773580216) | > loss_feat: 7.413209438323975 (7.480751037597656) | > loss_mel: 17.63333511352539 (18.809540019315833) | > loss_duration: 2.367739677429199 (2.3036469992469337) | > loss_1: 32.787750244140625 (33.949233784395105)  --> STEP: 18 | > loss_disc: 2.0033109188079834 (2.3111618094974093) | > loss_disc_real_0: 0.11592017859220505 (0.16020994964573118) | > loss_disc_real_1: 0.20238207280635834 (0.210844739443726) | > loss_disc_real_2: 0.2042551338672638 (0.23284388250774807) | > loss_disc_real_3: 0.22120091319084167 (0.2658900337086783) | > loss_disc_real_4: 0.20096413791179657 (0.23708948327435386) | > loss_disc_real_5: 0.2057572454214096 (0.23588181949324077) | > loss_0: 2.0033109188079834 (2.3111618094974093) | > loss_gen: 3.1325268745422363 (2.8154155810674033) | > loss_kl: 2.807948350906372 (2.572389953666263) | > loss_feat: 7.953128337860107 (7.50699422094557) | > loss_mel: 18.448686599731445 (18.7894926071167) | > loss_duration: 2.256883382797241 (2.3010490205552845) | > loss_1: 34.59917068481445 (33.98534138997396)  --> STEP: 19 | > loss_disc: 2.7294397354125977 (2.333176437177156) | > loss_disc_real_0: 0.27388739585876465 (0.16619297313062767) | > loss_disc_real_1: 0.24184437096118927 (0.2124762989972767) | > loss_disc_real_2: 0.24274861812591553 (0.23336518438238846) | > loss_disc_real_3: 0.2318963259458542 (0.2641008911948455) | > loss_disc_real_4: 0.2508864402770996 (0.23781563890607735) | > loss_disc_real_5: 0.2698479890823364 (0.23766951262950897) | > loss_0: 2.7294397354125977 (2.333176437177156) | > loss_gen: 2.1915347576141357 (2.7825797482540735) | > loss_kl: 1.9260138273239136 (2.538370157542982) | > loss_feat: 5.238414764404297 (7.38759530218024) | > loss_mel: 14.885642051696777 (18.584026788410387) | > loss_duration: 2.329476833343506 (2.3025452212283484) | > loss_1: 26.571083068847656 (33.595117267809414)  --> STEP: 20 | > loss_disc: 2.491386651992798 (2.341086947917938) | > loss_disc_real_0: 0.20633022487163544 (0.16819983571767805) | > loss_disc_real_1: 0.15139546990394592 (0.20942225754261018) | > loss_disc_real_2: 0.22806397080421448 (0.23310012370347977) | > loss_disc_real_3: 0.217250794172287 (0.26175838634371756) | > loss_disc_real_4: 0.2450718879699707 (0.23817845135927201) | > loss_disc_real_5: 0.2695314884185791 (0.2392626114189625) | > loss_0: 2.491386651992798 (2.341086947917938) | > loss_gen: 2.5759124755859375 (2.772246384620667) | > loss_kl: 2.1055829524993896 (2.516730797290802) | > loss_feat: 5.905717372894287 (7.313501405715942) | > 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loss_disc: 2.283473253250122 (2.3525738282637163) | > loss_disc_real_0: 0.15091277658939362 (0.17274386706677347) | > loss_disc_real_1: 0.1812213659286499 (0.2107134055007588) | > loss_disc_real_2: 0.2500378489494324 (0.23376805809411136) | > loss_disc_real_3: 0.24083355069160461 (0.26119842109355057) | > loss_disc_real_4: 0.24729818105697632 (0.24198977242816577) | > loss_disc_real_5: 0.330791175365448 (0.24488609148697418) | > loss_0: 2.283473253250122 (2.3525738282637163) | > loss_gen: 2.940647840499878 (2.7885801683772695) | > loss_kl: 2.3413426876068115 (2.4999552965164185) | > loss_feat: 9.020660400390625 (7.315565065904097) | > loss_mel: 20.129222869873047 (18.59475747021762) | > loss_duration: 2.167797565460205 (2.2871618704362344) | > loss_1: 36.59967041015625 (33.486019828102805)  --> STEP: 23 | > loss_disc: 2.448960542678833 (2.356764554977417) | > loss_disc_real_0: 0.20265716314315796 (0.17404444515705106) | > loss_disc_real_1: 0.25085437297821045 (0.21245866495630014) | > loss_disc_real_2: 0.21878215670585632 (0.23311649716418723) | > loss_disc_real_3: 0.2366102784872055 (0.2601293714150138) | > loss_disc_real_4: 0.20085494220256805 (0.24020130154879196) | > loss_disc_real_5: 0.26368051767349243 (0.24570324045160544) | > loss_0: 2.448960542678833 (2.356764554977417) | > loss_gen: 2.533275604248047 (2.7774799699368686) | > loss_kl: 2.479759454727173 (2.499077216438625) | > loss_feat: 7.359499931335449 (7.317475277444591) | > loss_mel: 18.363317489624023 (18.584694862365723) | > loss_duration: 2.24002742767334 (2.2851125468378477) | > loss_1: 32.97587966918945 (33.46383982119353)  --> STEP: 24 | > loss_disc: 2.4930813312530518 (2.3624444206555686) | > loss_disc_real_0: 0.1402217298746109 (0.17263516535361603) | > loss_disc_real_1: 0.2330472618341446 (0.21331652315954366) | > loss_disc_real_2: 0.326907753944397 (0.23702446619669595) | > loss_disc_real_3: 0.2543306052684784 (0.2598877561589082) | > loss_disc_real_4: 0.24401983618736267 (0.24036040715873241) | > loss_disc_real_5: 0.28282639384269714 (0.2472500385095676) | > loss_0: 2.4930813312530518 (2.3624444206555686) | > loss_gen: 2.66587233543396 (2.7728296518325806) | > loss_kl: 2.7971506118774414 (2.5114969412485757) | > loss_feat: 6.550693988800049 (7.285526057084401) | > loss_mel: 18.663026809692383 (18.587958693504333) | > loss_duration: 2.382685661315918 (2.2891780932744337) | > loss_1: 33.05942916870117 (33.44698937733968)  --> STEP: 25 | > loss_disc: 2.559967517852783 (2.3703453445434572) | > loss_disc_real_0: 0.24836739897727966 (0.1756644546985626) | > loss_disc_real_1: 0.30338358879089355 (0.21691920578479768) | > loss_disc_real_2: 0.24525639414787292 (0.23735374331474304) | > loss_disc_real_3: 0.2814716696739197 (0.2607511126995087) | > loss_disc_real_4: 0.1840481013059616 (0.23810791492462158) | > loss_disc_real_5: 0.21866624057292938 (0.24610668659210205) | > loss_0: 2.559967517852783 (2.3703453445434572) | > loss_gen: 2.631239175796509 (2.767166032791138) | > loss_kl: 2.474520683288574 (2.510017890930176) | > loss_feat: 8.793810844421387 (7.345857448577881) | > loss_mel: 17.370697021484375 (18.539268226623534) | > loss_duration: 2.3615150451660156 (2.292071571350097) | > loss_1: 33.63178253173828 (33.45438110351562)  --> STEP: 26 | > loss_disc: 2.270261526107788 (2.3664959669113164) | > loss_disc_real_0: 0.183186337351799 (0.17595375787753323) | > loss_disc_real_1: 0.15032635629177094 (0.21435794234275818) | > loss_disc_real_2: 0.2297825962305069 (0.23706254534996474) | > loss_disc_real_3: 0.12900397181510925 (0.2556839149731856) | > loss_disc_real_4: 0.11028445512056351 (0.2331916280090809) | > loss_disc_real_5: 0.13727107644081116 (0.24192070158628318) | > loss_0: 2.270261526107788 (2.3664959669113164) | > loss_gen: 2.294879198074341 (2.7490011545327993) | > loss_kl: 2.123936414718628 (2.495168603383578) | > loss_feat: 18.95833396911621 (7.792491160906279) | > loss_mel: 20.29287338256836 (18.60671457877526) | > loss_duration: 2.2500643730163574 (2.2904559098757225) | > loss_1: 45.92008972167969 (33.93383143498347) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024127593407264124 (+4.4648463909442975e-05) | > avg_loss_disc: 2.3664959669113164 (-0.029233877475444814) | > avg_loss_disc_real_0: 0.17595375787753323 (+0.059515056415246056) | > avg_loss_disc_real_1: 0.21435794234275818 (+0.05348193903382009) | > avg_loss_disc_real_2: 0.23706254534996474 (-0.010201177917993964) | > avg_loss_disc_real_3: 0.2556839149731856 (+0.022635836440783264) | > avg_loss_disc_real_4: 0.2331916280090809 (+0.014372841956523746) | > avg_loss_disc_real_5: 0.24192070158628318 (+0.029740430414676666) | > avg_loss_0: 2.3664959669113164 (-0.029233877475444814) | > avg_loss_gen: 2.7490011545327993 (+0.5035707537944494) | > avg_loss_kl: 2.495168603383578 (-0.0020895233521094347) | > avg_loss_feat: 7.792491160906279 (+0.9550383274371814) | > avg_loss_mel: 18.60671457877526 (+0.2651070814866294) | > avg_loss_duration: 2.2904559098757225 (-0.012937344037569964) | > avg_loss_1: 33.93383143498347 (+1.708689322838417)  > EPOCH: 299/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:06:44)   --> TIME: 2024-06-11 04:06:47 -- STEP: 4/330 -- GLOBAL_STEP: 186675 | > loss_disc: 2.325958013534546 (2.3100013732910156) | > loss_disc_real_0: 0.08056709915399551 (0.10051573812961578) | > loss_disc_real_1: 0.1543262004852295 (0.19927336648106575) | > loss_disc_real_2: 0.22590488195419312 (0.2228088118135929) | > loss_disc_real_3: 0.202729731798172 (0.22171064838767052) | > loss_disc_real_4: 0.23813076317310333 (0.23630331829190254) | > loss_disc_real_5: 0.23503702878952026 (0.22799066826701164) | > loss_0: 2.325958013534546 (2.3100013732910156) | > grad_norm_0: tensor(8.9258, device='cuda:0') (tensor(6.4000, device='cuda:0')) | > loss_gen: 2.505380153656006 (2.4965648651123047) | > loss_kl: 1.712267518043518 (1.8303797245025635) | > loss_feat: 7.202567100524902 (7.209365963935852) | > loss_mel: 18.97720718383789 (19.366875648498535) | > loss_duration: 2.2543840408325195 (2.255480408668518) | > loss_1: 32.65180587768555 (33.15866565704346) | > grad_norm_1: tensor(115.5237, device='cuda:0') (tensor(89.2270, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3381 (0.3468519449234009) | > loader_time: 0.003 (0.0031401515007019043)  --> TIME: 2024-06-11 04:06:56 -- STEP: 29/330 -- GLOBAL_STEP: 186700 | > loss_disc: 2.2902543544769287 (2.313408563876975) | > loss_disc_real_0: 0.09272778034210205 (0.10522889294501009) | > loss_disc_real_1: 0.1835886538028717 (0.19917000727406864) | > loss_disc_real_2: 0.19181755185127258 (0.21060839244003954) | > loss_disc_real_3: 0.21505582332611084 (0.22467500793522802) | > loss_disc_real_4: 0.22645163536071777 (0.23080762655570589) | > loss_disc_real_5: 0.21896396577358246 (0.22285266066419668) | > loss_0: 2.2902543544769287 (2.313408563876975) | > grad_norm_0: tensor(6.2141, device='cuda:0') (tensor(12.3152, device='cuda:0')) | > loss_gen: 2.5218119621276855 (2.540258021190249) | > loss_kl: 1.7571547031402588 (1.8188356489970767) | > loss_feat: 7.499897003173828 (7.2210535180979765) | > loss_mel: 18.608449935913086 (18.83070498499377) | > loss_duration: 2.059354305267334 (2.097091017098262) | > loss_1: 32.4466667175293 (32.50794351511989) | > grad_norm_1: tensor(74.6843, device='cuda:0') (tensor(167.6661, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3696 (0.35294290246634646) | > loader_time: 0.003 (0.003172915557335163)  --> TIME: 2024-06-11 04:07:05 -- STEP: 54/330 -- GLOBAL_STEP: 186725 | > loss_disc: 2.2535417079925537 (2.317583896495677) | > loss_disc_real_0: 0.1242261528968811 (0.10924335017248436) | > loss_disc_real_1: 0.22199700772762299 (0.2002932208555716) | > loss_disc_real_2: 0.19372597336769104 (0.21253385284432658) | > loss_disc_real_3: 0.22004495561122894 (0.2247323951235524) | > loss_disc_real_4: 0.1998111754655838 (0.22674565100007588) | > loss_disc_real_5: 0.162109375 (0.21916626862905644) | > loss_0: 2.2535417079925537 (2.317583896495677) | > grad_norm_0: tensor(5.8585, device='cuda:0') (tensor(12.6635, device='cuda:0')) | > loss_gen: 2.500556230545044 (2.5290956806253493) | > loss_kl: 1.9424474239349365 (1.8143641529259857) | > loss_feat: 7.4405975341796875 (7.220406700063635) | > loss_mel: 19.151729583740234 (18.72961189128734) | > loss_duration: 2.008474588394165 (2.06135850041001) | > loss_1: 33.04380798339844 (32.35483717035364) | > grad_norm_1: tensor(51.5077, device='cuda:0') (tensor(165.5943, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3501 (0.3558129337098865) | > loader_time: 0.0033 (0.0032708424108999746)  --> TIME: 2024-06-11 04:07:14 -- STEP: 79/330 -- GLOBAL_STEP: 186750 | > loss_disc: 2.2836194038391113 (2.32163991203791) | > loss_disc_real_0: 0.12951533496379852 (0.1099099465940572) | > loss_disc_real_1: 0.2065478265285492 (0.20056499484219129) | > loss_disc_real_2: 0.2097105234861374 (0.21252119824101662) | > loss_disc_real_3: 0.22574469447135925 (0.22528474410123464) | > loss_disc_real_4: 0.23815973103046417 (0.2269175767521315) | > loss_disc_real_5: 0.2040783017873764 (0.2188358386106129) | > loss_0: 2.2836194038391113 (2.32163991203791) | > grad_norm_0: tensor(33.7941, device='cuda:0') (tensor(13.8742, device='cuda:0')) | > loss_gen: 2.6875386238098145 (2.536606867102128) | > loss_kl: 1.9329490661621094 (1.8321849666064298) | > loss_feat: 7.736608028411865 (7.280000324490704) | > loss_mel: 18.87953758239746 (18.654248249681686) | > loss_duration: 1.9845386743545532 (2.048402485968192) | > loss_1: 33.22117233276367 (32.3514431337767) | > grad_norm_1: tensor(318.9504, device='cuda:0') (tensor(175.2074, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3776 (0.3599380631990072) | > loader_time: 0.0034 (0.003422957432420948)  --> TIME: 2024-06-11 04:07:24 -- STEP: 104/330 -- GLOBAL_STEP: 186775 | > loss_disc: 2.4386465549468994 (2.3146848976612087) | > loss_disc_real_0: 0.16933955252170563 (0.1098469216376543) | > loss_disc_real_1: 0.2738681733608246 (0.20084501100847355) | > loss_disc_real_2: 0.23387876152992249 (0.2130722214396184) | > loss_disc_real_3: 0.2858601212501526 (0.22582396492362022) | > loss_disc_real_4: 0.26659834384918213 (0.2246577964665798) | > loss_disc_real_5: 0.24184326827526093 (0.2169397953324593) | > loss_0: 2.4386465549468994 (2.3146848976612087) | > grad_norm_0: tensor(12.6827, device='cuda:0') (tensor(15.1204, device='cuda:0')) | > loss_gen: 2.5815589427948 (2.551737253482524) | > loss_kl: 1.8228660821914673 (1.844784947542044) | > loss_feat: 7.066102504730225 (7.3401671418776875) | > loss_mel: 18.580142974853516 (18.657531609902016) | > loss_duration: 2.0817677974700928 (2.0469486885345907) | > loss_1: 32.13243865966797 (32.44116979378919) | > grad_norm_1: tensor(217.8521, device='cuda:0') (tensor(191.1482, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.359 (0.36156683013989377) | > loader_time: 0.0038 (0.003534816778623141)  --> TIME: 2024-06-11 04:07:33 -- STEP: 129/330 -- GLOBAL_STEP: 186800 | > loss_disc: 2.317023515701294 (2.3244300572447067) | > loss_disc_real_0: 0.10039199888706207 (0.11021241430164308) | > loss_disc_real_1: 0.2125554233789444 (0.20055908519168233) | > loss_disc_real_2: 0.14676788449287415 (0.21383607503055607) | > loss_disc_real_3: 0.22168390452861786 (0.22653357788573864) | > loss_disc_real_4: 0.2358970195055008 (0.22522121794926103) | > loss_disc_real_5: 0.2121618390083313 (0.21725108468717383) | > loss_0: 2.317023515701294 (2.3244300572447067) | > grad_norm_0: tensor(22.7294, device='cuda:0') (tensor(17.7477, device='cuda:0')) | > loss_gen: 2.5059807300567627 (2.5380680025085915) | > loss_kl: 1.7185958623886108 (1.8490441529325736) | > loss_feat: 7.294188976287842 (7.289765313614247) | > loss_mel: 18.764442443847656 (18.591288100841435) | > loss_duration: 2.013761281967163 (2.046202926672708) | > loss_1: 32.29697036743164 (32.314368595448556) | > grad_norm_1: tensor(308.4581, device='cuda:0') (tensor(210.0098, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3911 (0.3628339638081632) | > loader_time: 0.0047 (0.0036414833955986554)  --> TIME: 2024-06-11 04:07:43 -- STEP: 154/330 -- GLOBAL_STEP: 186825 | > loss_disc: 2.2693207263946533 (2.327476377611036) | > loss_disc_real_0: 0.12832334637641907 (0.11092519735941637) | > loss_disc_real_1: 0.1906152367591858 (0.20058019246373857) | > loss_disc_real_2: 0.20198658108711243 (0.21458936879387155) | > loss_disc_real_3: 0.242857426404953 (0.22701637795219173) | > loss_disc_real_4: 0.207046777009964 (0.22543050445519486) | > loss_disc_real_5: 0.22061987221240997 (0.2168428333742278) | > loss_0: 2.2693207263946533 (2.327476377611036) | > grad_norm_0: tensor(8.6178, device='cuda:0') (tensor(19.8155, device='cuda:0')) | > loss_gen: 2.774724006652832 (2.5402929844794326) | > loss_kl: 1.8404576778411865 (1.8514371885881795) | > loss_feat: 7.250282287597656 (7.279602735073535) | > loss_mel: 18.375492095947266 (18.54943643297468) | > loss_duration: 2.0390782356262207 (2.0478964943390414) | > loss_1: 32.280033111572266 (32.26866589583359) | > grad_norm_1: tensor(311.7662, device='cuda:0') (tensor(223.7732, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3749 (0.3671418010414421) | > loader_time: 0.004 (0.00374729602367847)  --> TIME: 2024-06-11 04:07:53 -- STEP: 179/330 -- GLOBAL_STEP: 186850 | > loss_disc: 2.27500057220459 (2.322644585337717) | > loss_disc_real_0: 0.07159207761287689 (0.11002624186806836) | > loss_disc_real_1: 0.2001616209745407 (0.19982100681885662) | > loss_disc_real_2: 0.265124648809433 (0.21436108532231618) | > loss_disc_real_3: 0.25418198108673096 (0.22665718131225202) | > loss_disc_real_4: 0.2160835564136505 (0.22483702353592025) | > loss_disc_real_5: 0.21266645193099976 (0.21741657758225275) | > loss_0: 2.27500057220459 (2.322644585337717) | > grad_norm_0: tensor(8.5962, device='cuda:0') (tensor(21.0450, device='cuda:0')) | > loss_gen: 2.511676073074341 (2.547177261480405) | > loss_kl: 1.9180928468704224 (1.8505378149075216) | > loss_feat: 7.3315958976745605 (7.292738304457851) | > loss_mel: 18.759910583496094 (18.508613661014838) | > loss_duration: 2.086988925933838 (2.052742563146456) | > loss_1: 32.6082649230957 (32.2518096689405) | > grad_norm_1: tensor(598.7747, device='cuda:0') (tensor(236.7522, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.3699 (0.36944501226840737) | > loader_time: 0.0043 (0.0038522088993861022)  --> TIME: 2024-06-11 04:08:03 -- STEP: 204/330 -- GLOBAL_STEP: 186875 | > loss_disc: 2.3537967205047607 (2.324306423757589) | > loss_disc_real_0: 0.13280948996543884 (0.11096779602196286) | > loss_disc_real_1: 0.15849675238132477 (0.19957412092709073) | > loss_disc_real_2: 0.1799563616514206 (0.2142024850290196) | > loss_disc_real_3: 0.23260173201560974 (0.2268759088188994) | > loss_disc_real_4: 0.2274535447359085 (0.22493345268508969) | > loss_disc_real_5: 0.20453625917434692 (0.21734382920697623) | > loss_0: 2.3537967205047607 (2.324306423757589) | > grad_norm_0: tensor(9.8594, device='cuda:0') (tensor(23.4201, device='cuda:0')) | > loss_gen: 2.467996120452881 (2.5469887011191403) | > loss_kl: 2.046743869781494 (1.8511102374862223) | > loss_feat: 7.8220930099487305 (7.29819307607763) | > loss_mel: 18.716508865356445 (18.459095141466932) | > loss_duration: 2.0459814071655273 (2.0594321343244317) | > loss_1: 33.09932327270508 (32.214819421955134) | > grad_norm_1: tensor(110.4330, device='cuda:0') (tensor(255.1731, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.4033 (0.3722814637071946) | > loader_time: 0.0047 (0.003979881604512534)  --> TIME: 2024-06-11 04:08:13 -- STEP: 229/330 -- GLOBAL_STEP: 186900 | > loss_disc: 2.320589065551758 (2.3239151244600773) | > loss_disc_real_0: 0.12926600873470306 (0.11166609018455424) | > loss_disc_real_1: 0.19346749782562256 (0.19977349355231205) | > loss_disc_real_2: 0.2071913182735443 (0.2141439889325846) | > loss_disc_real_3: 0.20728321373462677 (0.2268173576182153) | > loss_disc_real_4: 0.20633083581924438 (0.22435362630535943) | > loss_disc_real_5: 0.18884776532649994 (0.21660594583598808) | > loss_0: 2.320589065551758 (2.3239151244600773) | > grad_norm_0: tensor(45.3065, device='cuda:0') (tensor(24.8539, device='cuda:0')) | > loss_gen: 2.5543222427368164 (2.5455849847418754) | > loss_kl: 1.9503833055496216 (1.852395354400035) | > loss_feat: 7.496841907501221 (7.299378753229) | > loss_mel: 18.827594757080078 (18.441648791450604) | > loss_duration: 2.1407384872436523 (2.066378935455758) | > loss_1: 32.96988296508789 (32.20538694056876) | > grad_norm_1: tensor(431.7491, device='cuda:0') (tensor(266.8057, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.4065 (0.3757307206699421) | > loader_time: 0.0051 (0.004109132758394602)  --> TIME: 2024-06-11 04:08:24 -- STEP: 254/330 -- GLOBAL_STEP: 186925 | > loss_disc: 2.318966865539551 (2.323647943068676) | > loss_disc_real_0: 0.11257849633693695 (0.11326760456963317) | > loss_disc_real_1: 0.18928192555904388 (0.19957671220612339) | > loss_disc_real_2: 0.24601872265338898 (0.2142593844786404) | > loss_disc_real_3: 0.20859481394290924 (0.22691829373517375) | > loss_disc_real_4: 0.2056596726179123 (0.2237642882025148) | > loss_disc_real_5: 0.1837749034166336 (0.21629176329909347) | > loss_0: 2.318966865539551 (2.323647943068676) | > grad_norm_0: tensor(77.2387, device='cuda:0') (tensor(27.2629, device='cuda:0')) | > loss_gen: 2.4775350093841553 (2.5496848831026555) | > loss_kl: 1.8624271154403687 (1.8543944631035871) | > loss_feat: 8.203654289245605 (7.3145109837449445) | > loss_mel: 18.939992904663086 (18.397935251551353) | > loss_duration: 2.091341495513916 (2.0725847309029963) | > loss_1: 33.574951171875 (32.189110418004255) | > grad_norm_1: tensor(540.8159, device='cuda:0') (tensor(282.5481, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.4266 (0.3802430723595807) | > loader_time: 0.0056 (0.0042528786997156846)  --> TIME: 2024-06-11 04:08:35 -- STEP: 279/330 -- GLOBAL_STEP: 186950 | > loss_disc: 2.367387294769287 (2.325389634751076) | > loss_disc_real_0: 0.11676804721355438 (0.11410135261741161) | > loss_disc_real_1: 0.2265164703130722 (0.1996951392154113) | > loss_disc_real_2: 0.25669485330581665 (0.21436698633282844) | > loss_disc_real_3: 0.24504896998405457 (0.22718403635272844) | > loss_disc_real_4: 0.19889260828495026 (0.2236560220466292) | > loss_disc_real_5: 0.22432129085063934 (0.216533974133512) | > loss_0: 2.367387294769287 (2.325389634751076) | > grad_norm_0: tensor(29.8654, device='cuda:0') (tensor(27.8876, device='cuda:0')) | > loss_gen: 2.4546213150024414 (2.548690821534843) | > loss_kl: 1.836161732673645 (1.8578378444931414) | > loss_feat: 7.263458728790283 (7.322051619116122) | > loss_mel: 17.488080978393555 (18.360102458666734) | > loss_duration: 2.147536516189575 (2.08090704700853) | > loss_1: 31.189861297607422 (32.16958989379221) | > grad_norm_1: tensor(131.9341, device='cuda:0') (tensor(291.9301, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.4341 (0.3854221169666576) | > loader_time: 0.0064 (0.004407358853193171)  --> TIME: 2024-06-11 04:08:47 -- STEP: 304/330 -- GLOBAL_STEP: 186975 | > loss_disc: 2.26173734664917 (2.328845257821835) | > loss_disc_real_0: 0.09737773984670639 (0.1146316911020365) | > loss_disc_real_1: 0.17101621627807617 (0.19974604381346395) | > loss_disc_real_2: 0.21730346977710724 (0.21452834324813194) | > loss_disc_real_3: 0.2149566411972046 (0.22715882937374868) | > loss_disc_real_4: 0.22152464091777802 (0.2244376702430217) | > loss_disc_real_5: 0.17937034368515015 (0.21686314394403441) | > loss_0: 2.26173734664917 (2.328845257821835) | > grad_norm_0: tensor(37.3422, device='cuda:0') (tensor(28.6210, device='cuda:0')) | > loss_gen: 2.452425956726074 (2.544026083067844) | > loss_kl: 1.944799542427063 (1.862800658141312) | > loss_feat: 8.416336059570312 (7.324906132723155) | > loss_mel: 18.257034301757812 (18.318880884270914) | > loss_duration: 2.218522548675537 (2.0908701925685547) | > loss_1: 33.28911590576172 (32.14148410370472) | > grad_norm_1: tensor(542.0278, device='cuda:0') (tensor(303.7602, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.4834 (0.39200005170546076) | > loader_time: 0.007 (0.0045842716568394734)  --> TIME: 2024-06-11 04:09:15 -- STEP: 329/330 -- GLOBAL_STEP: 187000 | > loss_disc: 2.6393325328826904 (2.333072728299079) | > loss_disc_real_0: 0.0982402041554451 (0.11647318431535751) | > loss_disc_real_1: 0.2337702065706253 (0.20028663782182077) | > loss_disc_real_2: 0.2831169068813324 (0.21481354643327477) | > loss_disc_real_3: 0.3320631980895996 (0.2270386022456149) | > loss_disc_real_4: 0.1951301395893097 (0.2243795326506113) | > loss_disc_real_5: 0.27998873591423035 (0.2170873212325174) | > loss_0: 2.6393325328826904 (2.333072728299079) | > grad_norm_0: tensor(17.2643, device='cuda:0') (tensor(29.6271, device='cuda:0')) | > loss_gen: 1.9334131479263306 (2.5439323998512107) | > loss_kl: 2.1410696506500244 (1.8701768109863652) | > loss_feat: 10.638970375061035 (7.416894622849112) | > loss_mel: 18.426965713500977 (18.279766024789538) | > loss_duration: 2.275322675704956 (2.104584240623522) | > loss_1: 35.415740966796875 (32.21535420635185) | > grad_norm_1: tensor(222.5550, device='cuda:0') (tensor(310.7505, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 14.075 (0.44672378870491564) | > loader_time: 0.0332 (0.005029907342510749) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_187000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0255045890808105 (2.0255045890808105) | > loss_disc_real_0: 0.04050639644265175 (0.04050639644265175) | > loss_disc_real_1: 0.18402893841266632 (0.18402893841266632) | > loss_disc_real_2: 0.13723638653755188 (0.13723638653755188) | > loss_disc_real_3: 0.22531579434871674 (0.22531579434871674) | > loss_disc_real_4: 0.21154049038887024 (0.21154049038887024) | > loss_disc_real_5: 0.21362639963626862 (0.21362639963626862) | > loss_0: 2.0255045890808105 (2.0255045890808105) | > loss_gen: 2.594120740890503 (2.594120740890503) | > loss_kl: 2.110109329223633 (2.110109329223633) | > loss_feat: 9.128255844116211 (9.128255844116211) | > loss_mel: 19.22795867919922 (19.22795867919922) | > loss_duration: 2.6886863708496094 (2.6886863708496094) | > loss_1: 35.74913024902344 (35.74913024902344)  --> STEP: 1 | > loss_disc: 2.1897237300872803 (2.1897237300872803) | > loss_disc_real_0: 0.0982351154088974 (0.0982351154088974) | > loss_disc_real_1: 0.13806575536727905 (0.13806575536727905) | > loss_disc_real_2: 0.17529542744159698 (0.17529542744159698) | > loss_disc_real_3: 0.21109136939048767 (0.21109136939048767) | > loss_disc_real_4: 0.21427543461322784 (0.21427543461322784) | > loss_disc_real_5: 0.21339766681194305 (0.21339766681194305) | > loss_0: 2.1897237300872803 (2.1897237300872803) | > loss_gen: 2.279942512512207 (2.279942512512207) | > loss_kl: 2.5911571979522705 (2.5911571979522705) | > loss_feat: 6.94212532043457 (6.94212532043457) | > loss_mel: 17.48093605041504 (17.48093605041504) | > loss_duration: 2.4203333854675293 (2.4203333854675293) | > loss_1: 31.714492797851562 (31.714492797851562)  --> STEP: 2 | > loss_disc: 2.2410755157470703 (2.2153996229171753) | > loss_disc_real_0: 0.07291297614574432 (0.08557404577732086) | > loss_disc_real_1: 0.17861579358577728 (0.15834077447652817) | > loss_disc_real_2: 0.2847597002983093 (0.23002756386995316) | > loss_disc_real_3: 0.2617743909358978 (0.23643288016319275) | > loss_disc_real_4: 0.21473415195941925 (0.21450479328632355) | > loss_disc_real_5: 0.18772076070308685 (0.20055921375751495) | > loss_0: 2.2410755157470703 (2.2153996229171753) | > loss_gen: 2.2789382934570312 (2.279440402984619) | > loss_kl: 2.9287569522857666 (2.7599570751190186) | > loss_feat: 5.975006103515625 (6.458565711975098) | > loss_mel: 19.178146362304688 (18.329541206359863) | > loss_duration: 2.4262285232543945 (2.423280954360962) | > loss_1: 32.78707504272461 (32.250783920288086)  --> STEP: 3 | > loss_disc: 2.399871349334717 (2.276890198389689) | > loss_disc_real_0: 0.09138505160808563 (0.08751104772090912) | > loss_disc_real_1: 0.2136985957622528 (0.17679338157176971) | > loss_disc_real_2: 0.19025012850761414 (0.2167684187491735) | > loss_disc_real_3: 0.1800737977027893 (0.21764651934305826) | > loss_disc_real_4: 0.28483906388282776 (0.23794955015182495) | > loss_disc_real_5: 0.27935144305229187 (0.22682329018910727) | > loss_0: 2.399871349334717 (2.276890198389689) | > loss_gen: 2.241929054260254 (2.2669366200764975) | > loss_kl: 2.854102849960327 (2.7913390000661216) | > loss_feat: 5.868249893188477 (6.261793772379558) | > loss_mel: 18.978347778320312 (18.545810063680012) | > loss_duration: 2.1974363327026367 (2.347999413808187) | > loss_1: 32.14006805419922 (32.2138786315918)  --> STEP: 4 | > loss_disc: 2.3457860946655273 (2.2941141724586487) | > loss_disc_real_0: 0.02270841971039772 (0.07131039071828127) | > loss_disc_real_1: 0.15026137232780457 (0.17016037926077843) | > loss_disc_real_2: 0.2628263831138611 (0.22828290984034538) | > loss_disc_real_3: 0.17778509855270386 (0.20768116414546967) | > loss_disc_real_4: 0.1837509572505951 (0.2243999019265175) | > loss_disc_real_5: 0.19419898092746735 (0.21866721287369728) | > loss_0: 2.3457860946655273 (2.2941141724586487) | > loss_gen: 2.12217378616333 (2.2307459115982056) | > loss_kl: 2.702103853225708 (2.769030213356018) | > loss_feat: 6.601444721221924 (6.346706509590149) | > loss_mel: 17.453006744384766 (18.2726092338562) | > loss_duration: 2.3189334869384766 (2.3407329320907593) | > loss_1: 31.197662353515625 (31.959824562072754)  --> STEP: 5 | > loss_disc: 2.393648624420166 (2.3140210628509523) | > loss_disc_real_0: 0.10954000055789948 (0.07895631268620491) | > loss_disc_real_1: 0.206698477268219 (0.17746799886226655) | > loss_disc_real_2: 0.24225172400474548 (0.2310766726732254) | > loss_disc_real_3: 0.2933770716190338 (0.2248203456401825) | > loss_disc_real_4: 0.28503572940826416 (0.23652706742286683) | > loss_disc_real_5: 0.2850722074508667 (0.23194821178913116) | > loss_0: 2.393648624420166 (2.3140210628509523) | > loss_gen: 2.4561502933502197 (2.2758267879486085) | > loss_kl: 2.080986738204956 (2.631421518325806) | > loss_feat: 7.084211349487305 (6.49420747756958) | > loss_mel: 19.501976013183594 (18.51848258972168) | > loss_duration: 2.333204984664917 (2.3392273426055907) | > loss_1: 33.4565315246582 (32.25916595458985)  --> STEP: 6 | > loss_disc: 2.4497263431549072 (2.336638609568278) | > loss_disc_real_0: 0.042957451194524765 (0.07295650243759155) | > loss_disc_real_1: 0.11793146282434464 (0.1675452428559462) | > loss_disc_real_2: 0.25922709703445435 (0.23576841006676355) | > loss_disc_real_3: 0.3066829741001129 (0.2384641170501709) | > loss_disc_real_4: 0.34721630811691284 (0.2549752742052078) | > loss_disc_real_5: 0.24561432003974915 (0.2342258964975675) | > loss_0: 2.4497263431549072 (2.336638609568278) | > loss_gen: 2.2517096996307373 (2.2718072732289634) | > loss_kl: 2.7614526748657227 (2.653093377749125) | > loss_feat: 5.195277214050293 (6.277719100316365) | > loss_mel: 18.459218978881836 (18.50860532124837) | > loss_duration: 2.1296775341033936 (2.304302374521891) | > loss_1: 30.797334671020508 (32.015527407328285)  --> STEP: 7 | > loss_disc: 2.379671096801758 (2.3427861077444896) | > loss_disc_real_0: 0.06528618931770325 (0.07186074342046465) | > loss_disc_real_1: 0.2219831943511963 (0.17532209306955338) | > loss_disc_real_2: 0.33748313784599304 (0.25029908546379637) | > loss_disc_real_3: 0.2615080773830414 (0.2417561113834381) | > loss_disc_real_4: 0.23067395389080048 (0.2515036570174353) | > loss_disc_real_5: 0.21985188126564026 (0.23217246575014933) | > loss_0: 2.379671096801758 (2.3427861077444896) | > loss_gen: 2.4556243419647217 (2.2980668544769287) | > loss_kl: 3.0768492221832275 (2.7136299269539967) | > loss_feat: 5.956718444824219 (6.231861863817487) | > loss_mel: 17.06574058532715 (18.30248178754534) | > loss_duration: 2.4897384643554688 (2.3307932444981168) | > loss_1: 31.04467010498047 (31.876833506992885)  --> STEP: 8 | > loss_disc: 2.3629150390625 (2.3453022241592407) | > loss_disc_real_0: 0.11294801533222198 (0.07699665240943432) | > loss_disc_real_1: 0.23059290647506714 (0.1822309447452426) | > loss_disc_real_2: 0.21807757019996643 (0.24627139605581763) | > loss_disc_real_3: 0.2747649550437927 (0.24588221684098244) | > loss_disc_real_4: 0.19534994661808014 (0.24448444321751592) | > loss_disc_real_5: 0.16062553226947784 (0.22322909906506538) | > loss_0: 2.3629150390625 (2.3453022241592407) | > loss_gen: 2.3284645080566406 (2.3018665611743927) | > loss_kl: 2.52323579788208 (2.6898306608200073) | > loss_feat: 8.212297439575195 (6.479416310787201) | > loss_mel: 13.493452072143555 (17.701353073120117) | > loss_duration: 2.2224910259246826 (2.3172554671764374) | > loss_1: 28.779939651489258 (31.48972177505493)  --> STEP: 9 | > loss_disc: 1.9913055896759033 (2.3059692647722034) | > loss_disc_real_0: 0.06151839345693588 (0.07527684585915671) | > loss_disc_real_1: 0.15515930950641632 (0.1792229852742619) | > loss_disc_real_2: 0.18296195566654205 (0.23923701379034254) | > loss_disc_real_3: 0.213303342461586 (0.2422623419099384) | > loss_disc_real_4: 0.2026957869529724 (0.2398412591881222) | > loss_disc_real_5: 0.17160645127296448 (0.2174932493103875) | > loss_0: 1.9913055896759033 (2.3059692647722034) | > loss_gen: 2.6830062866210938 (2.3442154195573597) | > loss_kl: 2.4704902172088623 (2.665459500418769) | > loss_feat: 9.837018966674805 (6.85248327255249) | > loss_mel: 19.85251808166504 (17.940371407402885) | > loss_duration: 2.150167226791382 (2.2986901071336536) | > loss_1: 36.99319839477539 (32.101219177246094)  --> STEP: 10 | > loss_disc: 2.2292449474334717 (2.29829683303833) | > loss_disc_real_0: 0.05894708260893822 (0.07364386953413486) | > loss_disc_real_1: 0.2177843302488327 (0.18307911977171898) | > loss_disc_real_2: 0.26875460147857666 (0.24218877255916596) | > loss_disc_real_3: 0.1712334156036377 (0.23515944927930832) | > loss_disc_real_4: 0.20764613151550293 (0.23662174642086028) | > loss_disc_real_5: 0.154031902551651 (0.21114711463451385) | > loss_0: 2.2292449474334717 (2.29829683303833) | > loss_gen: 2.297189474105835 (2.339512825012207) | > loss_kl: 2.518883466720581 (2.65080189704895) | > loss_feat: 6.631787300109863 (6.830413675308227) | > loss_mel: 18.502708435058594 (17.996605110168456) | > loss_duration: 2.253352165222168 (2.294156312942505) | > loss_1: 32.203922271728516 (32.11148948669434)  --> STEP: 11 | > loss_disc: 2.508420467376709 (2.3173989816145464) | > loss_disc_real_0: 0.09198316931724548 (0.07531107860532674) | > loss_disc_real_1: 0.19697152078151703 (0.18434206531806427) | > loss_disc_real_2: 0.31711047887802124 (0.24899983676997098) | > loss_disc_real_3: 0.30229178071022034 (0.24126238850030032) | > loss_disc_real_4: 0.26992300152778625 (0.23964913324876266) | > loss_disc_real_5: 0.25824981927871704 (0.2154291786930778) | > loss_0: 2.508420467376709 (2.3173989816145464) | > loss_gen: 2.3287150859832764 (2.3385312123732134) | > loss_kl: 2.271315813064575 (2.61630316214128) | > loss_feat: 6.045445919036865 (6.759052970192649) | > loss_mel: 18.086015701293945 (18.00473334572532) | > loss_duration: 2.4182422161102295 (2.305436849594116) | > loss_1: 31.149734497070312 (32.024057214910336)  --> STEP: 12 | > loss_disc: 2.2634119987487793 (2.3129000663757324) | > loss_disc_real_0: 0.02623923495411873 (0.07122175830105941) | > loss_disc_real_1: 0.1597520262002945 (0.18229289539158344) | > loss_disc_real_2: 0.27360183000564575 (0.2510500028729439) | > loss_disc_real_3: 0.21230439841747284 (0.2388492226600647) | > loss_disc_real_4: 0.17593659460544586 (0.23433975502848625) | > loss_disc_real_5: 0.18636739253997803 (0.21300736318031946) | > loss_0: 2.2634119987487793 (2.3129000663757324) | > loss_gen: 2.320667266845703 (2.3370425502459207) | > loss_kl: 2.286781072616577 (2.588842988014221) | > loss_feat: 7.610863208770752 (6.830037156740825) | > loss_mel: 19.36811637878418 (18.118348598480225) | > loss_duration: 2.2708752155303955 (2.3025567134221396) | > loss_1: 33.857303619384766 (32.17682774861654)  --> STEP: 13 | > loss_disc: 2.16635799407959 (2.301627599276029) | > loss_disc_real_0: 0.04415130987763405 (0.06913941611464207) | > loss_disc_real_1: 0.11708308756351471 (0.17727675632788584) | > loss_disc_real_2: 0.20618656277656555 (0.2475989690193763) | > loss_disc_real_3: 0.2692463994026184 (0.24118746702487653) | > loss_disc_real_4: 0.21497799456119537 (0.23285038883869463) | > loss_disc_real_5: 0.16866424679756165 (0.20959635422779962) | > loss_0: 2.16635799407959 (2.301627599276029) | > loss_gen: 2.282747268676758 (2.332865990125216) | > loss_kl: 1.8680732250213623 (2.5333991600916934) | > loss_feat: 7.714841365814209 (6.898099018977239) | > loss_mel: 17.03630256652832 (18.035114288330078) | > loss_duration: 2.156968593597412 (2.291357627281776) | > loss_1: 31.05893325805664 (32.09083586472731)  --> STEP: 14 | > loss_disc: 2.393374443054199 (2.308180945260184) | > loss_disc_real_0: 0.10345495492219925 (0.07159052602946758) | > loss_disc_real_1: 0.20860014855861664 (0.17951414148722375) | > loss_disc_real_2: 0.30004456639289856 (0.25134508311748505) | > loss_disc_real_3: 0.2583176791667938 (0.24241105360644205) | > loss_disc_real_4: 0.19841834902763367 (0.23039095742361887) | > loss_disc_real_5: 0.2618682384490967 (0.21333006024360657) | > loss_0: 2.393374443054199 (2.308180945260184) | > loss_gen: 2.4432685375213623 (2.340751886367798) | > loss_kl: 2.815016031265259 (2.5535146508898054) | > loss_feat: 6.8588714599609375 (6.895297050476074) | > loss_mel: 19.20198631286621 (18.118462290082658) | > loss_duration: 2.348301410675049 (2.2954250403812955) | > loss_1: 33.667442321777344 (32.203450611659456)  --> STEP: 15 | > loss_disc: 2.3834264278411865 (2.313197310765584) | > loss_disc_real_0: 0.04467172920703888 (0.069795939574639) | > loss_disc_real_1: 0.15244562923908234 (0.17770957400401433) | > loss_disc_real_2: 0.226278617978096 (0.24967398544152578) | > loss_disc_real_3: 0.23763832449913025 (0.24209287166595458) | > loss_disc_real_4: 0.2314666360616684 (0.23046266933282217) | > loss_disc_real_5: 0.17945481836795807 (0.21107171078523) | > loss_0: 2.3834264278411865 (2.313197310765584) | > loss_gen: 1.9869327545166016 (2.3171639442443848) | > loss_kl: 2.443661689758301 (2.546191120147705) | > loss_feat: 7.763049602508545 (6.953147220611572) | > loss_mel: 17.148983001708984 (18.053830337524413) | > loss_duration: 2.2863852977752686 (2.2948223908742267) | > loss_1: 31.629011154174805 (32.165154647827144)  --> STEP: 16 | > loss_disc: 2.0769095420837402 (2.298429325222969) | > loss_disc_real_0: 0.09210628271102905 (0.07119033602066338) | > loss_disc_real_1: 0.1526336520910263 (0.17614232888445258) | > loss_disc_real_2: 0.1299804002046585 (0.24219313636422157) | > loss_disc_real_3: 0.20251958072185516 (0.23961954098194838) | > loss_disc_real_4: 0.207261860370636 (0.22901261877268553) | > loss_disc_real_5: 0.1717188060283661 (0.208612154237926) | > loss_0: 2.0769095420837402 (2.298429325222969) | > loss_gen: 2.534006118774414 (2.3307165801525116) | > loss_kl: 2.481513738632202 (2.542148783802986) | > loss_feat: 8.204696655273438 (7.031369060277939) | > loss_mel: 16.93583869934082 (17.98395586013794) | > loss_duration: 2.3638687133789062 (2.2991377860307693) | > loss_1: 32.51992416381836 (32.1873277425766)  --> STEP: 17 | > loss_disc: 2.5043325424194336 (2.3105412791757023) | > loss_disc_real_0: 0.07420486211776733 (0.0713676610851989) | > loss_disc_real_1: 0.20553436875343323 (0.17787127240615733) | > loss_disc_real_2: 0.2422851026058197 (0.2421985461431391) | > loss_disc_real_3: 0.26521769165992737 (0.24112531455124125) | > loss_disc_real_4: 0.3185529112815857 (0.23427969480262084) | > loss_disc_real_5: 0.3011540472507477 (0.21405579500338612) | > loss_0: 2.5043325424194336 (2.3105412791757023) | > loss_gen: 2.2619102001190186 (2.3266691460328945) | > loss_kl: 1.783329725265503 (2.497512368594899) | > loss_feat: 5.687958717346191 (6.952344922458424) | > loss_mel: 17.05936622619629 (17.92956823461196) | > loss_duration: 2.412355899810791 (2.305797675076653) | > loss_1: 29.204919815063477 (32.01189198213465)  --> STEP: 18 | > loss_disc: 2.30938458442688 (2.3104770183563232) | > loss_disc_real_0: 0.05849990248680115 (0.07065278560751015) | > loss_disc_real_1: 0.15065427124500275 (0.17635921678609318) | > loss_disc_real_2: 0.17061927914619446 (0.2382219201988644) | > loss_disc_real_3: 0.1997326910495758 (0.2388257243567043) | > loss_disc_real_4: 0.2206316590309143 (0.2335214705930816) | > loss_disc_real_5: 0.22328591346740723 (0.2145685793624984) | > loss_0: 2.30938458442688 (2.3104770183563232) | > loss_gen: 2.05684757232666 (2.31167905860477) | > loss_kl: 3.0086023807525635 (2.5259062581592135) | > loss_feat: 6.939684867858887 (6.9516415860917835) | > loss_mel: 15.844633102416992 (17.813738505045574) | > loss_duration: 2.266530990600586 (2.3036161926057606) | > loss_1: 30.116296768188477 (31.90658113691542)  --> STEP: 19 | > loss_disc: 2.511404037475586 (2.321052124625758) | > loss_disc_real_0: 0.11320478469133377 (0.07289236450665876) | > loss_disc_real_1: 0.20105066895484924 (0.17765876690023824) | > loss_disc_real_2: 0.2661367356777191 (0.23969112101354098) | > loss_disc_real_3: 0.3290949761867523 (0.24357673761091733) | > loss_disc_real_4: 0.20383720099925995 (0.23195914061445938) | > loss_disc_real_5: 0.2447337955236435 (0.21615622231834813) | > loss_0: 2.511404037475586 (2.321052124625758) | > loss_gen: 2.2342159748077393 (2.3076020541944002) | > loss_kl: 1.8968307971954346 (2.4927970233716463) | > loss_feat: 5.748021125793457 (6.888293140812924) | > loss_mel: 15.314783096313477 (17.682214536164935) | > loss_duration: 2.321864128112793 (2.304576610264025) | > loss_1: 27.515716552734375 (31.67548300090589)  --> STEP: 20 | > loss_disc: 2.1603806018829346 (2.3130185484886168) | > loss_disc_real_0: 0.09266966581344604 (0.07388122957199812) | > loss_disc_real_1: 0.1703616976737976 (0.1772939134389162) | > loss_disc_real_2: 0.23396481573581696 (0.23940480574965478) | > loss_disc_real_3: 0.21338149905204773 (0.24206697568297386) | > loss_disc_real_4: 0.25658923387527466 (0.23319064527750016) | > loss_disc_real_5: 0.2326326072216034 (0.2169800415635109) | > loss_0: 2.1603806018829346 (2.3130185484886168) | > loss_gen: 2.70220685005188 (2.3273322939872743) | > loss_kl: 2.0255799293518066 (2.4694361686706543) | > loss_feat: 7.977226257324219 (6.942739796638489) | > loss_mel: 18.802108764648438 (17.73820924758911) | > loss_duration: 2.323737144470215 (2.305534636974335) | > loss_1: 33.83086013793945 (31.78325185775757)  --> STEP: 21 | > loss_disc: 2.4659721851348877 (2.320302054995582) | > loss_disc_real_0: 0.062071457505226135 (0.07331885947358041) | > loss_disc_real_1: 0.1715630739927292 (0.1770210163224311) | > loss_disc_real_2: 0.17172473669052124 (0.23618194531826747) | > loss_disc_real_3: 0.17517755925655365 (0.23888176537695385) | > loss_disc_real_4: 0.27290716767311096 (0.23508190824871972) | > loss_disc_real_5: 0.24851031601428986 (0.2184814832040242) | > loss_0: 2.4659721851348877 (2.320302054995582) | > loss_gen: 2.153595209121704 (2.319059099469866) | > loss_kl: 3.0674571990966797 (2.497913360595703) | > loss_feat: 7.008231163024902 (6.94585843313308) | > loss_mel: 18.355785369873047 (17.767617634364537) | > loss_duration: 2.1168923377990723 (2.296551670346941) | > loss_1: 32.701961517333984 (31.82699993678502)  --> STEP: 22 | > loss_disc: 2.576054096221924 (2.3319271477785977) | > loss_disc_real_0: 0.11407305300235748 (0.07517132281579754) | > loss_disc_real_1: 0.17562717199325562 (0.17695765976201405) | > loss_disc_real_2: 0.2241334617137909 (0.23563428697260944) | > loss_disc_real_3: 0.2312137484550476 (0.23853321915323084) | > loss_disc_real_4: 0.23010240495204926 (0.23485556718978015) | > loss_disc_real_5: 0.2727017402648926 (0.22094604034315457) | > loss_0: 2.576054096221924 (2.3319271477785977) | > loss_gen: 2.0990045070648193 (2.309056617996909) | > loss_kl: 2.6112191677093506 (2.5030636245554145) | > loss_feat: 4.902740955352783 (6.852989456870339) | > loss_mel: 14.07378101348877 (17.599715969779275) | > loss_duration: 2.1870901584625244 (2.2915761470794673) | > loss_1: 25.873836517333984 (31.556401599537242)  --> STEP: 23 | > loss_disc: 2.4602365493774414 (2.33750581741333) | > loss_disc_real_0: 0.04071813076734543 (0.0736733579441257) | > loss_disc_real_1: 0.18855759501457214 (0.17746200477299484) | > loss_disc_real_2: 0.2612667679786682 (0.23674874266852503) | > loss_disc_real_3: 0.25819462537765503 (0.23938806290211884) | > loss_disc_real_4: 0.27833980321884155 (0.23674618614756543) | > loss_disc_real_5: 0.2651009261608124 (0.22286581798740054) | > loss_0: 2.4602365493774414 (2.33750581741333) | > loss_gen: 2.1827008724212646 (2.303562889928403) | > loss_kl: 2.011111259460449 (2.481674391290416) | > loss_feat: 5.323201656341553 (6.78647694380387) | > loss_mel: 17.538057327270508 (17.597035159235414) | > loss_duration: 2.273078441619873 (2.290771899016007) | > loss_1: 29.328149795532227 (31.459521086319633)  --> STEP: 24 | > loss_disc: 2.5571813583374023 (2.3466589649518332) | > loss_disc_real_0: 0.061363983899354935 (0.07316046735892692) | > loss_disc_real_1: 0.24886789917945862 (0.18043725037326416) | > loss_disc_real_2: 0.25341907143592834 (0.23744333970050016) | > loss_disc_real_3: 0.297659307718277 (0.24181603143612543) | > loss_disc_real_4: 0.2757166922092438 (0.23836995723346868) | > loss_disc_real_5: 0.3511989116668701 (0.22821303022404513) | > loss_0: 2.5571813583374023 (2.3466589649518332) | > loss_gen: 2.2863709926605225 (2.3028465608755746) | > loss_kl: 2.146996021270752 (2.467729459206263) | > loss_feat: 6.14327335357666 (6.75967679421107) | > loss_mel: 18.12331771850586 (17.618963599205017) | > loss_duration: 2.3620972633361816 (2.293743789196014) | > loss_1: 31.062055587768555 (31.442960023880005)  --> STEP: 25 | > loss_disc: 2.535264730453491 (2.3542031955718996) | > loss_disc_real_0: 0.06601420044898987 (0.07287461668252944) | > loss_disc_real_1: 0.14789095520973206 (0.17913539856672286) | > loss_disc_real_2: 0.24966150522232056 (0.23793206632137298) | > loss_disc_real_3: 0.2613110840320587 (0.24259583353996278) | > loss_disc_real_4: 0.21571438014507294 (0.23746373414993285) | > loss_disc_real_5: 0.2509879767894745 (0.2291240280866623) | > loss_0: 2.535264730453491 (2.3542031955718996) | > loss_gen: 1.9821772575378418 (2.2900197887420655) | > loss_kl: 2.4899401664733887 (2.4686178874969484) | > loss_feat: 5.842149257659912 (6.722975692749023) | > loss_mel: 17.23272132873535 (17.60351390838623) | > loss_duration: 2.344442367553711 (2.2957717323303215) | > loss_1: 29.89143180847168 (31.380898895263673)  --> STEP: 26 | > loss_disc: 2.7222070693969727 (2.368357190719018) | > loss_disc_real_0: 0.09161034226417542 (0.07359522151259275) | > loss_disc_real_1: 0.16803531348705292 (0.1787084722175048) | > loss_disc_real_2: 0.2714352607727051 (0.2392206507233473) | > loss_disc_real_3: 0.29164883494377136 (0.24448248744010925) | > loss_disc_real_4: 0.2659904658794403 (0.2385609161395293) | > loss_disc_real_5: 0.285768061876297 (0.231302644770879) | > loss_0: 2.7222070693969727 (2.368357190719018) | > loss_gen: 1.8465559482574463 (2.2729634871849647) | > loss_kl: 2.317310094833374 (2.4627983570098877) | > loss_feat: 2.382950782775879 (6.556051657750056) | > loss_mel: 13.566250801086426 (17.44823455810547) | > loss_duration: 2.265099287033081 (2.294592022895812) | > loss_1: 22.37816619873047 (31.03463994539701) --> EVAL PERFORMANCE | > avg_loader_time: 0.002579193848830003 (+0.00016643450810359048) | > avg_loss_disc: 2.368357190719018 (+0.0018612238077015952) | > avg_loss_disc_real_0: 0.07359522151259275 (-0.10235853636494048) | > avg_loss_disc_real_1: 0.1787084722175048 (-0.03564947012525338) | > avg_loss_disc_real_2: 0.2392206507233473 (+0.0021581053733825684) | > avg_loss_disc_real_3: 0.24448248744010925 (-0.011201427533076347) | > avg_loss_disc_real_4: 0.2385609161395293 (+0.005369288130448402) | > avg_loss_disc_real_5: 0.231302644770879 (-0.010618056815404175) | > avg_loss_0: 2.368357190719018 (+0.0018612238077015952) | > avg_loss_gen: 2.2729634871849647 (-0.4760376673478346) | > avg_loss_kl: 2.4627983570098877 (-0.032370246373690126) | > avg_loss_feat: 6.556051657750056 (-1.2364395031562223) | > avg_loss_mel: 17.44823455810547 (-1.158480020669792) | > avg_loss_duration: 2.294592022895812 (+0.004136113020089649) | > avg_loss_1: 31.03463994539701 (-2.899191489586457) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_187001.pth  > EPOCH: 300/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:09:42)   --> TIME: 2024-06-11 04:09:52 -- STEP: 24/330 -- GLOBAL_STEP: 187025 | > loss_disc: 2.3591766357421875 (2.3241145809491472) | > loss_disc_real_0: 0.10758230090141296 (0.11314254471411307) | > loss_disc_real_1: 0.17055575549602509 (0.20033021395405134) | > loss_disc_real_2: 0.2220022976398468 (0.21768558956682682) | > loss_disc_real_3: 0.2239694893360138 (0.22786768401662508) | > loss_disc_real_4: 0.2241666316986084 (0.2236873060464859) | > loss_disc_real_5: 0.22589941322803497 (0.21595740566651025) | > loss_0: 2.3591766357421875 (2.3241145809491472) | > grad_norm_0: tensor(5.3067, device='cuda:0') (tensor(10.6772, device='cuda:0')) | > loss_gen: 2.359161853790283 (2.5230902731418605) | > loss_kl: 1.7343885898590088 (1.80703799923261) | > loss_feat: 7.265432834625244 (7.046813249588013) | > loss_mel: 18.599498748779297 (18.452807982762653) | > loss_duration: 1.994335651397705 (2.1085592309633894) | > loss_1: 31.952816009521484 (31.938308397928875) | > grad_norm_1: tensor(64.4645, device='cuda:0') (tensor(110.2784, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3428 (0.3471243580182393) | > loader_time: 0.0031 (0.0031254788239796958)  --> TIME: 2024-06-11 04:10:01 -- STEP: 49/330 -- GLOBAL_STEP: 187050 | > loss_disc: 2.3064074516296387 (2.3152803936783153) | > loss_disc_real_0: 0.09417302906513214 (0.11200174248340178) | > loss_disc_real_1: 0.2188168466091156 (0.19926121709298117) | > loss_disc_real_2: 0.19860391318798065 (0.21389933934017102) | > loss_disc_real_3: 0.19197013974189758 (0.2273059332249116) | > loss_disc_real_4: 0.1863817572593689 (0.22440882878644125) | > loss_disc_real_5: 0.18383486568927765 (0.2141363684620176) | > loss_0: 2.3064074516296387 (2.3152803936783153) | > grad_norm_0: tensor(8.6742, device='cuda:0') (tensor(9.8380, device='cuda:0')) | > loss_gen: 2.475724697113037 (2.528760462391134) | > loss_kl: 1.7975281476974487 (1.8256228456691819) | > loss_feat: 7.412372589111328 (7.155210855055828) | > loss_mel: 19.268985748291016 (18.57605529318051) | > loss_duration: 1.9828376770019531 (2.063005067864242) | > loss_1: 32.93744659423828 (32.148654276010944) | > grad_norm_1: tensor(89.0997, device='cuda:0') (tensor(103.3585, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3486 (0.3504495523413833) | > loader_time: 0.0035 (0.0032473048385308714)  --> TIME: 2024-06-11 04:10:10 -- STEP: 74/330 -- GLOBAL_STEP: 187075 | > loss_disc: 2.2726430892944336 (2.31382458274429) | > loss_disc_real_0: 0.13803257048130035 (0.11277492857865386) | > loss_disc_real_1: 0.19814038276672363 (0.1994481020279833) | > loss_disc_real_2: 0.2047613114118576 (0.21417728146991213) | > loss_disc_real_3: 0.22449395060539246 (0.22750459470458934) | > loss_disc_real_4: 0.20334742963314056 (0.2235982750315924) | > loss_disc_real_5: 0.20665720105171204 (0.2152082622051239) | > loss_0: 2.2726430892944336 (2.31382458274429) | > grad_norm_0: tensor(8.1008, device='cuda:0') (tensor(9.4330, device='cuda:0')) | > loss_gen: 2.560122489929199 (2.532761519019669) | > loss_kl: 2.075536012649536 (1.8383683787809837) | > loss_feat: 6.926139831542969 (7.196015319308719) | > loss_mel: 18.841402053833008 (18.590012163729288) | > loss_duration: 1.9665210247039795 (2.046974960211161) | > loss_1: 32.36972427368164 (32.20413228627799) | > grad_norm_1: tensor(57.5078, device='cuda:0') (tensor(98.6470, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3498 (0.3515848307996183) | > loader_time: 0.0037 (0.0033659097310659047)  --> TIME: 2024-06-11 04:10:19 -- STEP: 99/330 -- GLOBAL_STEP: 187100 | > loss_disc: 2.2152023315429688 (2.31505009381458) | > loss_disc_real_0: 0.11661870032548904 (0.11294977238985023) | > loss_disc_real_1: 0.20455308258533478 (0.20053394545208328) | > loss_disc_real_2: 0.2022545039653778 (0.2130233628882302) | > loss_disc_real_3: 0.22099021077156067 (0.2262867222530673) | > loss_disc_real_4: 0.21655616164207458 (0.22387477695339858) | > loss_disc_real_5: 0.2038385272026062 (0.2165288222257537) | > loss_0: 2.2152023315429688 (2.31505009381458) | > grad_norm_0: tensor(16.6269, device='cuda:0') (tensor(10.0739, device='cuda:0')) | > loss_gen: 2.528184175491333 (2.5303431905881317) | > loss_kl: 1.757373571395874 (1.8437652876882842) | > loss_feat: 7.283417701721191 (7.19909261934685) | > loss_mel: 18.156538009643555 (18.547933135369817) | > loss_duration: 2.0328876972198486 (2.0436850087811242) | > loss_1: 31.758403778076172 (32.164819216487395) | > grad_norm_1: tensor(225.4296, device='cuda:0') (tensor(109.1506, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3891 (0.3560614031974715) | > loader_time: 0.004 (0.0035389505251489503)  --> TIME: 2024-06-11 04:10:28 -- STEP: 124/330 -- GLOBAL_STEP: 187125 | > loss_disc: 2.328054189682007 (2.3165164416836146) | > loss_disc_real_0: 0.10186594724655151 (0.1127928261675181) | > loss_disc_real_1: 0.19265994429588318 (0.19930902363792546) | > loss_disc_real_2: 0.181684672832489 (0.21239965529211105) | > loss_disc_real_3: 0.19820727407932281 (0.22616279473708523) | > loss_disc_real_4: 0.2380480021238327 (0.22451680129574192) | > loss_disc_real_5: 0.21771585941314697 (0.21668511052285472) | > loss_0: 2.328054189682007 (2.3165164416836146) | > grad_norm_0: tensor(14.2371, device='cuda:0') (tensor(11.4082, device='cuda:0')) | > loss_gen: 2.485405683517456 (2.528249200313322) | > loss_kl: 1.9942370653152466 (1.8433441173645757) | > loss_feat: 7.273644924163818 (7.18004810425543) | > loss_mel: 19.05536651611328 (18.524842016158573) | > loss_duration: 2.067448139190674 (2.045036682198123) | > loss_1: 32.876102447509766 (32.12152007318313) | > grad_norm_1: tensor(148.4013, device='cuda:0') (tensor(130.9620, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3671 (0.3593991110401768) | > loader_time: 0.0049 (0.003671078912673458)  --> TIME: 2024-06-11 04:10:38 -- STEP: 149/330 -- GLOBAL_STEP: 187150 | > loss_disc: 2.236745834350586 (2.3131986736451218) | > loss_disc_real_0: 0.07963910698890686 (0.11188461411519339) | > loss_disc_real_1: 0.19304384291172028 (0.19928677850121623) | > loss_disc_real_2: 0.22705453634262085 (0.2127456941060572) | > loss_disc_real_3: 0.23210515081882477 (0.22680207496921487) | > loss_disc_real_4: 0.21354937553405762 (0.22407336813091433) | > loss_disc_real_5: 0.20745712518692017 (0.21575126971974468) | > loss_0: 2.236745834350586 (2.3131986736451218) | > grad_norm_0: tensor(32.2286, device='cuda:0') (tensor(13.6819, device='cuda:0')) | > loss_gen: 2.6244072914123535 (2.529576170364483) | > loss_kl: 1.906446099281311 (1.8392698988818483) | > loss_feat: 7.501633167266846 (7.20756129770471) | > loss_mel: 18.196834564208984 (18.505263014927813) | > loss_duration: 2.0728306770324707 (2.0468224831075466) | > loss_1: 32.30215072631836 (32.12849286738659) | > grad_norm_1: tensor(429.5675, device='cuda:0') (tensor(161.5951, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3735 (0.36292390855366735) | > loader_time: 0.0049 (0.0038026899299365563)  --> TIME: 2024-06-11 04:10:48 -- STEP: 174/330 -- GLOBAL_STEP: 187175 | > loss_disc: 2.406926155090332 (2.314542216816168) | > loss_disc_real_0: 0.11234460771083832 (0.11178320851819269) | > loss_disc_real_1: 0.2029705047607422 (0.19866688720796305) | > loss_disc_real_2: 0.20727340877056122 (0.2128023218320704) | > loss_disc_real_3: 0.2511407434940338 (0.22702697202049452) | > loss_disc_real_4: 0.24517951905727386 (0.223685498467122) | > loss_disc_real_5: 0.26226678490638733 (0.2157920278694438) | > loss_0: 2.406926155090332 (2.314542216816168) | > grad_norm_0: tensor(8.3837, device='cuda:0') (tensor(15.4542, device='cuda:0')) | > loss_gen: 2.545191764831543 (2.5312515647932043) | > loss_kl: 1.7819881439208984 (1.844267194983603) | > loss_feat: 7.028468608856201 (7.220793499343697) | > loss_mel: 18.237071990966797 (18.494937907690293) | > loss_duration: 2.128821849822998 (2.050992534763511) | > loss_1: 31.721542358398438 (32.142242716646756) | > grad_norm_1: tensor(186.3463, device='cuda:0') (tensor(181.1012, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3816 (0.3655844419852069) | > loader_time: 0.0049 (0.003921507418840781)  --> TIME: 2024-06-11 04:10:58 -- STEP: 199/330 -- GLOBAL_STEP: 187200 | > loss_disc: 2.2660975456237793 (2.3135717490210594) | > loss_disc_real_0: 0.09985759109258652 (0.11250333121074504) | > loss_disc_real_1: 0.20831310749053955 (0.19888232004402873) | > loss_disc_real_2: 0.20347580313682556 (0.21308766979368488) | > loss_disc_real_3: 0.2311132252216339 (0.2267313560648779) | > loss_disc_real_4: 0.24546381831169128 (0.2233708622916859) | > loss_disc_real_5: 0.19834934175014496 (0.21526898960372312) | > loss_0: 2.2660975456237793 (2.3135717490210594) | > grad_norm_0: tensor(11.6393, device='cuda:0') (tensor(17.5551, device='cuda:0')) | > loss_gen: 2.7295496463775635 (2.5369605035638103) | > loss_kl: 1.7826014757156372 (1.847008180977711) | > loss_feat: 7.079698085784912 (7.237445577305166) | > loss_mel: 17.988388061523438 (18.448396347275924) | > loss_duration: 2.161811590194702 (2.05813301088822) | > loss_1: 31.742050170898438 (32.127943690697776) | > grad_norm_1: tensor(355.0226, device='cuda:0') (tensor(198.9846, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3889 (0.36837388163235907) | > loader_time: 0.0048 (0.004038510011069138)  --> TIME: 2024-06-11 04:11:08 -- STEP: 224/330 -- GLOBAL_STEP: 187225 | > loss_disc: 2.238236665725708 (2.316009113831179) | > loss_disc_real_0: 0.07952159643173218 (0.11281772217314158) | > loss_disc_real_1: 0.1503482609987259 (0.1989918828808836) | > loss_disc_real_2: 0.20785462856292725 (0.21363172673487238) | > loss_disc_real_3: 0.2037767916917801 (0.22674891419176543) | > loss_disc_real_4: 0.1830192506313324 (0.22340040647291712) | > loss_disc_real_5: 0.20848138630390167 (0.21532149725992764) | > loss_0: 2.238236665725708 (2.316009113831179) | > grad_norm_0: tensor(43.1892, device='cuda:0') (tensor(19.8266, device='cuda:0')) | > loss_gen: 2.6200075149536133 (2.5398955547383864) | > loss_kl: 1.744661808013916 (1.8522547999663013) | > loss_feat: 8.219193458557129 (7.2592780611344745) | > loss_mel: 19.008943557739258 (18.4292955143111) | > loss_duration: 2.174997329711914 (2.064503054001502) | > loss_1: 33.76780700683594 (32.14522704907829) | > grad_norm_1: tensor(446.1740, device='cuda:0') (tensor(213.5470, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.3948 (0.37199333310127247) | > loader_time: 0.005 (0.004165176834378924)  --> TIME: 2024-06-11 04:11:19 -- STEP: 249/330 -- GLOBAL_STEP: 187250 | > loss_disc: 2.3344740867614746 (2.3183598661997227) | > loss_disc_real_0: 0.09117625653743744 (0.11389049199450926) | > loss_disc_real_1: 0.1416620910167694 (0.19923816740991604) | > loss_disc_real_2: 0.233928382396698 (0.2136803655380226) | > loss_disc_real_3: 0.23818491399288177 (0.2267262506556798) | > loss_disc_real_4: 0.22828742861747742 (0.2231408213396149) | > loss_disc_real_5: 0.24386624991893768 (0.21542847958434538) | > loss_0: 2.3344740867614746 (2.3183598661997227) | > grad_norm_0: tensor(32.6024, device='cuda:0') (tensor(22.3005, device='cuda:0')) | > loss_gen: 2.5842487812042236 (2.541764257423371) | > loss_kl: 1.8860136270523071 (1.8562448312001056) | > loss_feat: 7.202826976776123 (7.249669697390024) | > loss_mel: 18.216083526611328 (18.385014982108604) | > loss_duration: 2.1314780712127686 (2.0717306189747706) | > loss_1: 32.020652770996094 (32.10442445747346) | > grad_norm_1: tensor(250.1016, device='cuda:0') (tensor(232.0201, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.4254 (0.3769974603231651) | > loader_time: 0.0058 (0.004310538012339887)  --> TIME: 2024-06-11 04:11:30 -- STEP: 274/330 -- GLOBAL_STEP: 187275 | > loss_disc: 2.2968595027923584 (2.3166726888531306) | > loss_disc_real_0: 0.11361803859472275 (0.11416329633798042) | > loss_disc_real_1: 0.18635521829128265 (0.19904137147169046) | > loss_disc_real_2: 0.23574310541152954 (0.2136378940330805) | > loss_disc_real_3: 0.25682443380355835 (0.2264023626046459) | > loss_disc_real_4: 0.23173658549785614 (0.22319209684420677) | > loss_disc_real_5: 0.22767503559589386 (0.21538671573800763) | > loss_0: 2.2968595027923584 (2.3166726888531306) | > grad_norm_0: tensor(42.3399, device='cuda:0') (tensor(22.5904, device='cuda:0')) | > loss_gen: 2.609065532684326 (2.5384319254951766) | > loss_kl: 1.9501068592071533 (1.8603176065605052) | > loss_feat: 7.51472282409668 (7.265218663389665) | > loss_mel: 17.85201072692871 (18.346985051231655) | > loss_duration: 2.1656978130340576 (2.0794131037962704) | > loss_1: 32.09160614013672 (32.09036638440878) | > grad_norm_1: tensor(429.4338, device='cuda:0') (tensor(239.4777, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.4567 (0.38254838877350733) | > loader_time: 0.0069 (0.004497328813928757)  --> TIME: 2024-06-11 04:11:42 -- STEP: 299/330 -- GLOBAL_STEP: 187300 | > loss_disc: 2.360908031463623 (2.319329309622978) | > loss_disc_real_0: 0.16148734092712402 (0.11451638061366352) | > loss_disc_real_1: 0.1922186315059662 (0.1994167680425389) | > loss_disc_real_2: 0.1659545600414276 (0.21369746337367543) | > loss_disc_real_3: 0.2196890264749527 (0.22650992371964215) | > loss_disc_real_4: 0.21606303751468658 (0.22370398263867483) | > loss_disc_real_5: 0.23425300419330597 (0.21589916007574586) | > loss_0: 2.360908031463623 (2.319329309622978) | > grad_norm_0: tensor(69.2954, device='cuda:0') (tensor(23.7500, device='cuda:0')) | > loss_gen: 2.317394971847534 (2.534729460808746) | > loss_kl: 1.8195079565048218 (1.864018747639098) | > loss_feat: 6.391717433929443 (7.271385835564655) | > loss_mel: 17.411392211914062 (18.310865899790887) | > loss_duration: 2.257873773574829 (2.0892168044246566) | > loss_1: 30.197885513305664 (32.070216768960094) | > grad_norm_1: tensor(433.9333, device='cuda:0') (tensor(251.5113, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.4832 (0.38997810500920016) | > loader_time: 0.0069 (0.004695679431774943)  --> TIME: 2024-06-11 04:11:56 -- STEP: 324/330 -- GLOBAL_STEP: 187325 | > loss_disc: 2.3947136402130127 (2.324939785916129) | > loss_disc_real_0: 0.13279032707214355 (0.11615431800852587) | > loss_disc_real_1: 0.26722848415374756 (0.1997367260448727) | > loss_disc_real_2: 0.20143398642539978 (0.2137600604766681) | > loss_disc_real_3: 0.21895496547222137 (0.22657825554042688) | > loss_disc_real_4: 0.21385438740253448 (0.22410257859730426) | > loss_disc_real_5: 0.21221385896205902 (0.2160343998744164) | > loss_0: 2.3947136402130127 (2.324939785916129) | > grad_norm_0: tensor(62.9001, device='cuda:0') (tensor(24.4855, device='cuda:0')) | > loss_gen: 2.3096845149993896 (2.5383424884007333) | > loss_kl: 2.0502326488494873 (1.8671532302726934) | > loss_feat: 9.341322898864746 (7.353051947958676) | > loss_mel: 17.865617752075195 (18.27341206868489) | > loss_duration: 2.292174816131592 (2.1029223486965094) | > loss_1: 33.859031677246094 (32.13488209100419) | > grad_norm_1: tensor(451.6426, device='cuda:0') (tensor(263.1280, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.585 (0.401966980210057) | > loader_time: 0.0094 (0.004967924989300012)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.310506582260132 (2.310506582260132) | > loss_disc_real_0: 0.09780783951282501 (0.09780783951282501) | > loss_disc_real_1: 0.36885133385658264 (0.36885133385658264) | > loss_disc_real_2: 0.18775328993797302 (0.18775328993797302) | > loss_disc_real_3: 0.2232675850391388 (0.2232675850391388) | > loss_disc_real_4: 0.20781366527080536 (0.20781366527080536) | > loss_disc_real_5: 0.21050307154655457 (0.21050307154655457) | > loss_0: 2.310506582260132 (2.310506582260132) | > loss_gen: 2.629802703857422 (2.629802703857422) | > loss_kl: 2.4549472332000732 (2.4549472332000732) | > loss_feat: 6.899252891540527 (6.899252891540527) | > loss_mel: 18.938276290893555 (18.938276290893555) | > loss_duration: 2.8946659564971924 (2.8946659564971924) | > loss_1: 33.81694412231445 (33.81694412231445)  --> STEP: 1 | > loss_disc: 2.072014570236206 (2.072014570236206) | > loss_disc_real_0: 0.05834043771028519 (0.05834043771028519) | > loss_disc_real_1: 0.24970777332782745 (0.24970777332782745) | > loss_disc_real_2: 0.17001134157180786 (0.17001134157180786) | > loss_disc_real_3: 0.19788554310798645 (0.19788554310798645) | > loss_disc_real_4: 0.12291505187749863 (0.12291505187749863) | > loss_disc_real_5: 0.15551789104938507 (0.15551789104938507) | > loss_0: 2.072014570236206 (2.072014570236206) | > loss_gen: 2.7530405521392822 (2.7530405521392822) | > loss_kl: 2.474339246749878 (2.474339246749878) | > loss_feat: 8.731629371643066 (8.731629371643066) | > loss_mel: 19.704383850097656 (19.704383850097656) | > loss_duration: 2.3722176551818848 (2.3722176551818848) | > loss_1: 36.035614013671875 (36.035614013671875)  --> STEP: 2 | > loss_disc: 2.4928317070007324 (2.2824231386184692) | > loss_disc_real_0: 0.09992446005344391 (0.07913244888186455) | > loss_disc_real_1: 0.35515663027763367 (0.30243220180273056) | > loss_disc_real_2: 0.2391979843378067 (0.20460466295480728) | > loss_disc_real_3: 0.2533952593803406 (0.2256404012441635) | > loss_disc_real_4: 0.17487099766731262 (0.14889302477240562) | > loss_disc_real_5: 0.2178587168455124 (0.18668830394744873) | > loss_0: 2.4928317070007324 (2.2824231386184692) | > loss_gen: 2.4308743476867676 (2.591957449913025) | > loss_kl: 2.6289780139923096 (2.5516586303710938) | > loss_feat: 6.214118480682373 (7.47287392616272) | > loss_mel: 17.833721160888672 (18.769052505493164) | > loss_duration: 2.4579505920410156 (2.41508412361145) | > loss_1: 31.565643310546875 (33.800628662109375)  --> STEP: 3 | > loss_disc: 2.3484251499176025 (2.3044238090515137) | > loss_disc_real_0: 0.07985596358776093 (0.07937362045049667) | > loss_disc_real_1: 0.2452966421842575 (0.28338701526323956) | > loss_disc_real_2: 0.2422260046005249 (0.21714511017004648) | > loss_disc_real_3: 0.2128019481897354 (0.22136091689268747) | > loss_disc_real_4: 0.12669461965560913 (0.14149355640014014) | > loss_disc_real_5: 0.2076750248670578 (0.19368387758731842) | > loss_0: 2.3484251499176025 (2.3044238090515137) | > loss_gen: 2.359983205795288 (2.5146327018737793) | > loss_kl: 2.7034592628479004 (2.602258841196696) | > loss_feat: 7.093719482421875 (7.3464891115824384) | > loss_mel: 17.635683059692383 (18.391262690226238) | > loss_duration: 2.296529769897461 (2.375566005706787) | > loss_1: 32.08937454223633 (33.230210622151695)  --> STEP: 4 | > loss_disc: 2.1581871509552 (2.2678646445274353) | > loss_disc_real_0: 0.09411494433879852 (0.08305895142257214) | > loss_disc_real_1: 0.2291475236415863 (0.26982714235782623) | > loss_disc_real_2: 0.28845468163490295 (0.2349725030362606) | > loss_disc_real_3: 0.2315625548362732 (0.2239113263785839) | > loss_disc_real_4: 0.18205399811267853 (0.15163366682827473) | > loss_disc_real_5: 0.21937452256679535 (0.20010653883218765) | > loss_0: 2.1581871509552 (2.2678646445274353) | > loss_gen: 3.029539108276367 (2.6433593034744263) | > loss_kl: 2.7405128479003906 (2.6368223428726196) | > loss_feat: 10.01102352142334 (8.012622714042664) | > loss_mel: 18.142812728881836 (18.329150199890137) | > loss_duration: 2.276555061340332 (2.3508132696151733) | > loss_1: 36.200443267822266 (33.972768783569336)  --> STEP: 5 | > loss_disc: 2.476557731628418 (2.3096032619476317) | > loss_disc_real_0: 0.1555783748626709 (0.09756283611059188) | > loss_disc_real_1: 0.300828754901886 (0.2760274648666382) | > loss_disc_real_2: 0.17727328836917877 (0.22343266010284424) | > loss_disc_real_3: 0.31821921467781067 (0.24277290403842927) | > loss_disc_real_4: 0.2376294583082199 (0.16883282512426376) | > loss_disc_real_5: 0.28829675912857056 (0.21774458289146423) | > loss_0: 2.476557731628418 (2.3096032619476317) | > loss_gen: 2.514382839202881 (2.617564010620117) | > loss_kl: 2.253155469894409 (2.5600889682769776) | > loss_feat: 5.598745346069336 (7.529847240447998) | > loss_mel: 17.73833656311035 (18.21098747253418) | > loss_duration: 2.450333595275879 (2.3707173347473143) | > loss_1: 30.554954528808594 (33.289205932617186)  --> STEP: 6 | > loss_disc: 2.2972044944763184 (2.307536800702413) | > loss_disc_real_0: 0.16519084572792053 (0.10883417104681332) | > loss_disc_real_1: 0.36992067098617554 (0.2916763325532277) | > loss_disc_real_2: 0.2354840189218521 (0.2254412199060122) | > loss_disc_real_3: 0.22728058695793152 (0.24019085119167963) | > loss_disc_real_4: 0.14141102135181427 (0.16426252449552217) | > loss_disc_real_5: 0.18598468601703644 (0.21245126674572626) | > loss_0: 2.2972044944763184 (2.307536800702413) | > loss_gen: 2.8498854637145996 (2.6562842528025308) | > loss_kl: 2.5981523990631104 (2.5664328734079995) | > loss_feat: 6.656073570251465 (7.384218295415242) | > loss_mel: 18.68691062927246 (18.290307998657227) | > loss_duration: 2.1924102306365967 (2.340999484062195) | > loss_1: 32.98343276977539 (33.23824373881022)  --> STEP: 7 | > loss_disc: 2.186598300933838 (2.2902598721640453) | > loss_disc_real_0: 0.08449099957942963 (0.10535657512290138) | > loss_disc_real_1: 0.24626319110393524 (0.28518874091761454) | > loss_disc_real_2: 0.19986405968666077 (0.2217873398746763) | > loss_disc_real_3: 0.21573758125305176 (0.2366975269147328) | > loss_disc_real_4: 0.14272303879261017 (0.1611854551093919) | > loss_disc_real_5: 0.18045145273208618 (0.20787986474377768) | > loss_0: 2.186598300933838 (2.2902598721640453) | > loss_gen: 2.3143889904022217 (2.6074420724596297) | > loss_kl: 3.477367639541626 (2.696566411427089) | > loss_feat: 6.195063591003418 (7.214339051927839) | > loss_mel: 20.27345848083496 (18.573615210396902) | > loss_duration: 2.528681993484497 (2.3678112711225237) | > loss_1: 34.78895950317383 (33.45977456229074)  --> STEP: 8 | > loss_disc: 2.3079991340637207 (2.2924772799015045) | > loss_disc_real_0: 0.11461400985717773 (0.10651375446468592) | > loss_disc_real_1: 0.22815629839897156 (0.27805968560278416) | > loss_disc_real_2: 0.1864675134420395 (0.2173723615705967) | > loss_disc_real_3: 0.20038214325904846 (0.23215810395777225) | > loss_disc_real_4: 0.18744349479675293 (0.16446771007031202) | > loss_disc_real_5: 0.19809302687644958 (0.20665651001036167) | > loss_0: 2.3079991340637207 (2.2924772799015045) | > loss_gen: 2.6416807174682617 (2.6117219030857086) | > loss_kl: 2.779949903488159 (2.706989347934723) | > loss_feat: 9.999361991882324 (7.56246691942215) | > loss_mel: 19.673919677734375 (18.711153268814087) | > loss_duration: 2.2005090713500977 (2.3468984961509705) | > loss_1: 37.2954216003418 (33.93923044204712)  --> STEP: 9 | > loss_disc: 2.1240386962890625 (2.2737618817223444) | > loss_disc_real_0: 0.11141236126422882 (0.10705804410907957) | > loss_disc_real_1: 0.18727461993694305 (0.2679724560843574) | > loss_disc_real_2: 0.25677165389060974 (0.2217500607172648) | > loss_disc_real_3: 0.21120385825634003 (0.2298298544353909) | > loss_disc_real_4: 0.19381965696811676 (0.16772903750340143) | > loss_disc_real_5: 0.18320521712303162 (0.20405081080065834) | > loss_0: 2.1240386962890625 (2.2737618817223444) | > loss_gen: 2.774545907974243 (2.629813459184435) | > loss_kl: 2.661421298980713 (2.7019262313842773) | > loss_feat: 9.400049209594727 (7.766642729441325) | > loss_mel: 19.99539566040039 (18.85384686787923) | > loss_duration: 2.100080966949463 (2.3194743262396917) | > loss_1: 36.931495666503906 (34.27170435587565)  --> STEP: 10 | > loss_disc: 2.5828351974487305 (2.304669213294983) | > loss_disc_real_0: 0.25655096769332886 (0.1220073364675045) | > loss_disc_real_1: 0.34491413831710815 (0.27566662430763245) | > loss_disc_real_2: 0.2929106652736664 (0.22886612117290497) | > loss_disc_real_3: 0.24661226570606232 (0.23150809556245805) | > loss_disc_real_4: 0.18149366974830627 (0.16910550072789193) | > loss_disc_real_5: 0.20042374730110168 (0.20368810445070268) | > loss_0: 2.5828351974487305 (2.304669213294983) | > loss_gen: 2.6703240871429443 (2.6338645219802856) | > loss_kl: 2.487727642059326 (2.680506372451782) | > loss_feat: 5.740958213806152 (7.564074277877808) | > loss_mel: 15.84886360168457 (18.553348541259766) | > loss_duration: 2.324345111846924 (2.319961404800415) | > loss_1: 29.07221794128418 (33.751755714416504)  --> STEP: 11 | > loss_disc: 2.4905643463134766 (2.3215687708421187) | > loss_disc_real_0: 0.16818472743034363 (0.12620528110048987) | > loss_disc_real_1: 0.3440944254398346 (0.281887333501469) | > loss_disc_real_2: 0.21525518596172333 (0.2276287634264339) | > loss_disc_real_3: 0.2383223921060562 (0.2321275770664215) | > loss_disc_real_4: 0.23937290906906128 (0.1754934469407255) | > loss_disc_real_5: 0.2539047598838806 (0.20825325494462793) | > loss_0: 2.4905643463134766 (2.3215687708421187) | > loss_gen: 2.6595499515533447 (2.636199561032382) | > loss_kl: 2.931401014328003 (2.7033149762587114) | > loss_feat: 6.606548309326172 (7.477026462554932) | > loss_mel: 16.408096313476562 (18.358325611461293) | > loss_duration: 2.4954957962036133 (2.33591907674616) | > loss_1: 31.101089477539062 (33.510786056518555)  --> STEP: 12 | > loss_disc: 2.6170215606689453 (2.3461898366610208) | > loss_disc_real_0: 0.10553087294101715 (0.12448241375386715) | > loss_disc_real_1: 0.4387786090373993 (0.2949616064627965) | > loss_disc_real_2: 0.22587141394615173 (0.22748231763641039) | > loss_disc_real_3: 0.21729977428913116 (0.23089192683498064) | > loss_disc_real_4: 0.18791908025741577 (0.176528916383783) | > loss_disc_real_5: 0.27172043919563293 (0.21354218696554503) | > loss_0: 2.6170215606689453 (2.3461898366610208) | > loss_gen: 2.438230037689209 (2.619702100753784) | > loss_kl: 1.8795223236083984 (2.634665588537852) | > loss_feat: 5.716849327087402 (7.330345034599304) | > loss_mel: 17.822216033935547 (18.31364981333415) | > loss_duration: 2.293595314025879 (2.33239209651947) | > loss_1: 30.150413513183594 (33.23075501124064)  --> STEP: 13 | > loss_disc: 2.6281261444091797 (2.367877244949341) | > loss_disc_real_0: 0.22564171254634857 (0.13226389827636573) | > loss_disc_real_1: 0.3919287919998169 (0.302420620734875) | > loss_disc_real_2: 0.23549017310142517 (0.2280983065183346) | > loss_disc_real_3: 0.3127352297306061 (0.2371875655192595) | > loss_disc_real_4: 0.23596008121967316 (0.18110054444808227) | > loss_disc_real_5: 0.2135927677154541 (0.2135460777924611) | > loss_0: 2.6281261444091797 (2.367877244949341) | > loss_gen: 2.5904741287231445 (2.617453795212966) | > loss_kl: 2.9676260948181152 (2.660277935174795) | > loss_feat: 5.507422924041748 (7.190120256864107) | > loss_mel: 14.809762001037598 (18.044119981619026) | > loss_duration: 2.1252739429473877 (2.3164599308600793) | > loss_1: 28.000560760498047 (32.82843237656813)  --> STEP: 14 | > loss_disc: 2.3966195583343506 (2.3699302673339844) | > loss_disc_real_0: 0.10093837976455688 (0.13002636123980796) | > loss_disc_real_1: 0.3196331262588501 (0.303650085415159) | > loss_disc_real_2: 0.18091902136802673 (0.2247283575790269) | > loss_disc_real_3: 0.24653925001621246 (0.2378555429833276) | > loss_disc_real_4: 0.2160799354314804 (0.18359907237546785) | > loss_disc_real_5: 0.2857930660247803 (0.21870657695191248) | > loss_0: 2.3966195583343506 (2.3699302673339844) | > loss_gen: 2.586561441421509 (2.615247198513576) | > loss_kl: 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2.301814079284668 (2.3185160477956135) | > loss_1: 37.75999069213867 (33.118663152058915)  --> STEP: 16 | > loss_disc: 2.3165130615234375 (2.3612819463014603) | > loss_disc_real_0: 0.16248734295368195 (0.13826399901881814) | > loss_disc_real_1: 0.34646075963974 (0.3023442439734936) | > loss_disc_real_2: 0.22815634310245514 (0.2222180739045143) | > loss_disc_real_3: 0.18125690519809723 (0.23187904991209507) | > loss_disc_real_4: 0.1088351234793663 (0.176549781113863) | > loss_disc_real_5: 0.14712999761104584 (0.20784822897985578) | > loss_0: 2.3165130615234375 (2.3612819463014603) | > loss_gen: 2.736962080001831 (2.6359911412000656) | > loss_kl: 3.204451322555542 (2.739534303545952) | > loss_feat: 9.104909896850586 (7.502489149570465) | > loss_mel: 18.414234161376953 (18.088407814502713) | > loss_duration: 2.359158515930176 (2.3210562020540237) | > loss_1: 35.8197135925293 (33.28747880458832)  --> STEP: 17 | > loss_disc: 2.2676374912261963 (2.355773448944092) | > loss_disc_real_0: 0.1377701759338379 (0.1382349506020546) | > loss_disc_real_1: 0.37281304597854614 (0.3064894676208496) | > loss_disc_real_2: 0.2530595064163208 (0.22403227581697352) | > loss_disc_real_3: 0.2648738622665405 (0.23381992122706244) | > loss_disc_real_4: 0.15848129987716675 (0.17548692927641027) | > loss_disc_real_5: 0.2171850949525833 (0.20839745639001622) | > loss_0: 2.2676374912261963 (2.355773448944092) | > loss_gen: 3.151876926422119 (2.6663373638601864) | > loss_kl: 2.430619478225708 (2.7213628432329964) | > loss_feat: 6.693676948547363 (7.454911961274989) | > loss_mel: 17.77607536315918 (18.07003531736486) | > loss_duration: 2.3930084705352783 (2.325288688435274) | > loss_1: 32.445255279541016 (33.23793624429142)  --> STEP: 18 | > loss_disc: 2.265556812286377 (2.3507614135742188) | > loss_disc_real_0: 0.08336487412452698 (0.13518661301996973) | > loss_disc_real_1: 0.37103116512298584 (0.3100751174820794) | > loss_disc_real_2: 0.23896075785160065 (0.22486163593000835) | > loss_disc_real_3: 0.1878056675195694 (0.2312635737988684) | > loss_disc_real_4: 0.18274791538715363 (0.17589031739367378) | > loss_disc_real_5: 0.2566087543964386 (0.21107586183481747) | > loss_0: 2.265556812286377 (2.3507614135742188) | > loss_gen: 2.8875699043273926 (2.6786280605528088) | > loss_kl: 2.8712239265441895 (2.729688458972507) | > loss_feat: 7.850511074066162 (7.476889689763387) | > loss_mel: 18.859651565551758 (18.113902886708573) | > loss_duration: 2.2238264083862305 (2.319651895099216) | > loss_1: 34.69278335571289 (33.318761083814834)  --> STEP: 19 | > loss_disc: 2.525414228439331 (2.359953666988172) | > loss_disc_real_0: 0.1770138144493103 (0.13738804467414556) | > loss_disc_real_1: 0.3076265752315521 (0.3099462468373148) | > loss_disc_real_2: 0.21919088065624237 (0.22456317512612595) | > loss_disc_real_3: 0.27979576587677 (0.2338178996977053) | > loss_disc_real_4: 0.1893998682498932 (0.1766013463861064) | > loss_disc_real_5: 0.27671265602111816 (0.21453042994988591) | > loss_0: 2.525414228439331 (2.359953666988172) | > loss_gen: 2.4009294509887695 (2.6640123442599646) | > loss_kl: 2.1040408611297607 (2.696759638033415) | > loss_feat: 5.955986022949219 (7.396842128352115) | > loss_mel: 18.54540252685547 (18.136613394084723) | > loss_duration: 2.305100440979004 (2.318886029092889) | > loss_1: 31.311458587646484 (33.2131135840165)  --> STEP: 20 | > loss_disc: 2.3639426231384277 (2.360153114795685) | > loss_disc_real_0: 0.1516156792640686 (0.1380994264036417) | > loss_disc_real_1: 0.2931709885597229 (0.30910748392343523) | > loss_disc_real_2: 0.2280014604330063 (0.22473508939146997) | > loss_disc_real_3: 0.1936504989862442 (0.23180952966213225) | > loss_disc_real_4: 0.20846746861934662 (0.1781946524977684) | > loss_disc_real_5: 0.23718561232089996 (0.21566318906843662) | > loss_0: 2.3639426231384277 (2.360153114795685) | > loss_gen: 2.507986545562744 (2.6562110543251034) | > loss_kl: 2.145587921142578 (2.6692010521888734) | > loss_feat: 8.368614196777344 (7.445430731773376) | > loss_mel: 18.39800453186035 (18.149682950973506) | > loss_duration: 2.29655385017395 (2.3177694201469423) | > loss_1: 33.71674728393555 (33.238295269012454)  --> STEP: 21 | > loss_disc: 2.8140816688537598 (2.381768760227022) | > loss_disc_real_0: 0.34316277503967285 (0.14786434776726223) | > loss_disc_real_1: 0.35109663009643555 (0.31110696707453045) | > loss_disc_real_2: 0.22046908736228943 (0.22453194643769944) | > loss_disc_real_3: 0.21622158586978912 (0.23106724662440165) | > loss_disc_real_4: 0.19449129700660706 (0.1789706831886655) | > loss_disc_real_5: 0.3105730414390564 (0.22018270584798993) | > loss_0: 2.8140816688537598 (2.381768760227022) | > loss_gen: 2.518059253692627 (2.6496323971521285) | > loss_kl: 2.2387943267822266 (2.648705493836176) | > loss_feat: 5.74418830871582 (7.364419187818255) | > loss_mel: 16.110477447509766 (18.052577926999042) | > loss_duration: 2.1407418251037598 (2.3093395346686956) | > loss_1: 28.752260208129883 (33.024674551827566)  --> STEP: 22 | > loss_disc: 2.4257664680480957 (2.3837686560370703) | > loss_disc_real_0: 0.11925160139799118 (0.14656376838684082) | > loss_disc_real_1: 0.37245672941207886 (0.3138955926353281) | > loss_disc_real_2: 0.1305939257144928 (0.22026203640482642) | > loss_disc_real_3: 0.19731882214546204 (0.2295332273299044) | > loss_disc_real_4: 0.22948315739631653 (0.18126670474355872) | > loss_disc_real_5: 0.29686176776885986 (0.22366811775348402) | > loss_0: 2.4257664680480957 (2.3837686560370703) | > loss_gen: 2.611585855484009 (2.647903008894487) | > loss_kl: 1.542685627937317 (2.598431863568046) | > loss_feat: 7.910441875457764 (7.389238400892778) | > loss_mel: 21.0216121673584 (18.187534028833557) | > loss_duration: 2.1569571495056152 (2.3024130626158286) | > loss_1: 35.243282318115234 (33.125520359386094)  --> STEP: 23 | > loss_disc: 2.1955678462982178 (2.375586012135381) | > loss_disc_real_0: 0.17889490723609924 (0.14796947007593902) | > loss_disc_real_1: 0.217134028673172 (0.3096885681152344) | > loss_disc_real_2: 0.11507014185190201 (0.21568847577209058) | > loss_disc_real_3: 0.22489246726036072 (0.2293314551529677) | > loss_disc_real_4: 0.15111809968948364 (0.17995589582816415) | > loss_disc_real_5: 0.22524553537368774 (0.2237367011282755) | > loss_0: 2.1955678462982178 (2.375586012135381) | > loss_gen: 2.52398681640625 (2.64251534835152) | > loss_kl: 2.2775416374206543 (2.584480114605116) | > loss_feat: 8.770101547241211 (7.449275928994884) | > loss_mel: 18.14149284362793 (18.185532238172442) | > loss_duration: 2.304860830307007 (2.3025194872980537) | > loss_1: 34.017982482910156 (33.164323060408876)  --> STEP: 24 | > loss_disc: 2.5212624073028564 (2.381655861934026) | > loss_disc_real_0: 0.22113649547100067 (0.1510180961340666) | > loss_disc_real_1: 0.3294108510017395 (0.3105103299021721) | > loss_disc_real_2: 0.1488029658794403 (0.2129015795265635) | > loss_disc_real_3: 0.36470964550971985 (0.23497221308449903) | > loss_disc_real_4: 0.22588811814785004 (0.1818697384248177) | > loss_disc_real_5: 0.22059644758701324 (0.2236058572307229) | > loss_0: 2.5212624073028564 (2.381655861934026) | > loss_gen: 2.648444890975952 (2.642762412627538) | > loss_kl: 2.225623607635498 (2.569527760148049) | > loss_feat: 5.749636650085449 (7.37845762570699) | > loss_mel: 19.071983337402344 (18.222467700640355) | > loss_duration: 2.334341287612915 (2.303845395644506) | > loss_1: 32.030029296875 (33.117060820261635)  --> STEP: 25 | > loss_disc: 2.4797191619873047 (2.385578393936157) | > loss_disc_real_0: 0.14282011985778809 (0.15069017708301546) | > loss_disc_real_1: 0.39833325147628784 (0.3140232467651367) | > loss_disc_real_2: 0.2713926434516907 (0.21524122208356858) | > loss_disc_real_3: 0.1904263198375702 (0.2331903773546219) | > loss_disc_real_4: 0.1635982096195221 (0.18113887727260589) | > loss_disc_real_5: 0.22022569179534912 (0.22347065061330795) | > loss_0: 2.4797191619873047 (2.385578393936157) | > loss_gen: 2.5957396030426025 (2.6408815002441406) | > loss_kl: 2.453019380569458 (2.5648674249649055) | > loss_feat: 6.050670623779297 (7.325346145629883) | > loss_mel: 15.714681625366211 (18.12215625762939) | > loss_duration: 2.3320956230163574 (2.30497540473938) | > loss_1: 29.146207809448242 (32.958226699829105)  --> STEP: 26 | > loss_disc: 2.082852363586426 (2.3739350850765515) | > loss_disc_real_0: 0.14443573355674744 (0.1504496215627744) | > loss_disc_real_1: 0.2550559341907501 (0.3117552732045834) | > loss_disc_real_2: 0.24457591772079468 (0.21636947960807726) | > loss_disc_real_3: 0.12433476001024246 (0.22900362284137651) | > loss_disc_real_4: 0.10145087540149689 (0.1780739541237171) | > loss_disc_real_5: 0.17777618765830994 (0.22171317126888496) | > loss_0: 2.082852363586426 (2.3739350850765515) | > loss_gen: 2.7323358058929443 (2.6443989735383253) | > loss_kl: 2.5415022373199463 (2.5639687639016375) | > loss_feat: 11.72558879852295 (7.494586247664231) | > loss_mel: 19.956857681274414 (18.19272169700035) | > loss_duration: 2.3026962280273438 (2.304887744096609) | > loss_1: 39.25897979736328 (33.200563357426574) --> EVAL PERFORMANCE | > avg_loader_time: 0.002322829686678373 (-0.00025636416215163004) | > avg_loss_disc: 2.3739350850765515 (+0.0055778943575335305) | > avg_loss_disc_real_0: 0.1504496215627744 (+0.07685440005018164) | > avg_loss_disc_real_1: 0.3117552732045834 (+0.1330468009870786) | > avg_loss_disc_real_2: 0.21636947960807726 (-0.022851171115270047) | > avg_loss_disc_real_3: 0.22900362284137651 (-0.015478864598732739) | > avg_loss_disc_real_4: 0.1780739541237171 (-0.06048696201581219) | > avg_loss_disc_real_5: 0.22171317126888496 (-0.009589473501994045) | > avg_loss_0: 2.3739350850765515 (+0.0055778943575335305) | > avg_loss_gen: 2.6443989735383253 (+0.37143548635336066) | > avg_loss_kl: 2.5639687639016375 (+0.10117040689174983) | > avg_loss_feat: 7.494586247664231 (+0.938534589914175) | > avg_loss_mel: 18.19272169700035 (+0.7444871388948826) | > avg_loss_duration: 2.304887744096609 (+0.010295721200797026) | > avg_loss_1: 33.200563357426574 (+2.1659234120295636)  > EPOCH: 301/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:12:19)   --> TIME: 2024-06-11 04:12:27 -- STEP: 19/330 -- GLOBAL_STEP: 187350 | > loss_disc: 2.3712120056152344 (2.360516309738159) | > loss_disc_real_0: 0.12686897814273834 (0.11941887712792347) | > loss_disc_real_1: 0.19241434335708618 (0.21885294820133008) | > loss_disc_real_2: 0.1537226438522339 (0.21166931798583583) | > loss_disc_real_3: 0.2054075449705124 (0.22287557313316747) | > loss_disc_real_4: 0.2348775714635849 (0.2299479332409407) | > loss_disc_real_5: 0.22926083207130432 (0.21167460240815816) | > loss_0: 2.3712120056152344 (2.360516309738159) | > grad_norm_0: tensor(6.1203, device='cuda:0') (tensor(9.8223, device='cuda:0')) | > loss_gen: 2.4121241569519043 (2.5033422018352307) | > loss_kl: 2.004265308380127 (1.8630688566910594) | > loss_feat: 6.785386085510254 (7.072475207479377) | > loss_mel: 18.37967300415039 (18.986025157727692) | > loss_duration: 2.0352706909179688 (2.1373693064639436) | > loss_1: 31.61672019958496 (32.56228065490723) | > grad_norm_1: tensor(92.6305, device='cuda:0') (tensor(130.7778, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3512 (0.35441846596567256) | > loader_time: 0.0037 (0.0031515297136808697)  --> TIME: 2024-06-11 04:12:36 -- STEP: 44/330 -- GLOBAL_STEP: 187375 | > loss_disc: 2.334872245788574 (2.3167236230590134) | > loss_disc_real_0: 0.09265942871570587 (0.11627134223553268) | > loss_disc_real_1: 0.2157006412744522 (0.20338968627832152) | > loss_disc_real_2: 0.21568627655506134 (0.21169976111162792) | > loss_disc_real_3: 0.23056133091449738 (0.22399048507213593) | > loss_disc_real_4: 0.25003790855407715 (0.22461183098229495) | > loss_disc_real_5: 0.25551608204841614 (0.2125601260499521) | > loss_0: 2.334872245788574 (2.3167236230590134) | > grad_norm_0: tensor(8.2317, device='cuda:0') (tensor(8.6345, device='cuda:0')) | > loss_gen: 2.5721688270568848 (2.5422392270781784) | > loss_kl: 1.8752976655960083 (1.8635036566040732) | > loss_feat: 7.042604923248291 (7.222001390023665) | > loss_mel: 18.34926986694336 (18.722632711583916) | > loss_duration: 1.9765844345092773 (2.0760738876732914) | > loss_1: 31.81592559814453 (32.42645098946313) | > grad_norm_1: tensor(124.1673, device='cuda:0') (tensor(113.6687, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3621 (0.3567721464417198) | > loader_time: 0.0034 (0.003310225226662376)  --> TIME: 2024-06-11 04:12:45 -- STEP: 69/330 -- GLOBAL_STEP: 187400 | > loss_disc: 2.2702863216400146 (2.325755260992742) | > loss_disc_real_0: 0.09954429417848587 (0.11730169386103534) | > loss_disc_real_1: 0.15261749923229218 (0.20192210592221524) | > loss_disc_real_2: 0.2347794771194458 (0.21380291317684064) | > loss_disc_real_3: 0.24783380329608917 (0.2255738885074422) | > loss_disc_real_4: 0.21152225136756897 (0.22431592794432156) | > loss_disc_real_5: 0.17735880613327026 (0.21318880479404892) | > loss_0: 2.2702863216400146 (2.325755260992742) | > grad_norm_0: tensor(17.1793, device='cuda:0') (tensor(9.8405, device='cuda:0')) | > loss_gen: 2.6005921363830566 (2.5314004904981973) | > loss_kl: 1.8560110330581665 (1.8708850024403005) | > loss_feat: 8.163679122924805 (7.252307912577754) | > loss_mel: 19.016508102416992 (18.63968520233596) | > loss_duration: 1.9629616737365723 (2.054102253222811) | > loss_1: 33.59975051879883 (32.34838073841041) | > grad_norm_1: tensor(194.9436, device='cuda:0') (tensor(131.8925, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3465 (0.35709738385850104) | > loader_time: 0.0034 (0.0034010064774665284)  --> TIME: 2024-06-11 04:12:54 -- STEP: 94/330 -- GLOBAL_STEP: 187425 | > loss_disc: 2.323647975921631 (2.320174851316088) | > loss_disc_real_0: 0.11553467810153961 (0.11613232888122822) | > loss_disc_real_1: 0.17834332585334778 (0.2007046972817563) | > loss_disc_real_2: 0.2137717753648758 (0.2137015518989969) | > loss_disc_real_3: 0.2350882887840271 (0.22505782354385295) | > loss_disc_real_4: 0.21470719575881958 (0.22334193073688668) | > loss_disc_real_5: 0.23829244077205658 (0.21335678293983987) | > loss_0: 2.323647975921631 (2.320174851316088) | > grad_norm_0: tensor(14.5831, device='cuda:0') (tensor(11.1291, device='cuda:0')) | > loss_gen: 2.586320161819458 (2.5310077007780687) | > loss_kl: 1.8900256156921387 (1.8740520946522976) | > loss_feat: 7.589853763580322 (7.2818051601978055) | > loss_mel: 18.68943977355957 (18.597287360658026) | > loss_duration: 2.0552830696105957 (2.0464517334674257) | > loss_1: 32.8109245300293 (32.33060392420342) | > grad_norm_1: tensor(268.9359, device='cuda:0') (tensor(157.7220, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3629 (0.35803608945075516) | > loader_time: 0.004 (0.003503578774472501)  --> TIME: 2024-06-11 04:13:04 -- STEP: 119/330 -- GLOBAL_STEP: 187450 | > loss_disc: 2.218262195587158 (2.315389408784756) | > loss_disc_real_0: 0.12160226702690125 (0.11550381040873647) | > loss_disc_real_1: 0.25201937556266785 (0.19959473096522964) | > loss_disc_real_2: 0.18541060388088226 (0.21362051780985183) | > loss_disc_real_3: 0.20807336270809174 (0.22443003752151458) | > loss_disc_real_4: 0.2463410496711731 (0.22360184876357808) | > loss_disc_real_5: 0.20371048152446747 (0.21372543513273992) | > loss_0: 2.218262195587158 (2.315389408784756) | > grad_norm_0: tensor(16.2684, device='cuda:0') (tensor(12.3202, device='cuda:0')) | > loss_gen: 2.7963013648986816 (2.5350135795208586) | > loss_kl: 1.7961267232894897 (1.8701878024750398) | > loss_feat: 7.68287467956543 (7.26314012543494) | > loss_mel: 18.467998504638672 (18.590371508558253) | > loss_duration: 2.0122640132904053 (2.0444872309179867) | > loss_1: 32.75556182861328 (32.303200104657336) | > grad_norm_1: tensor(71.8162, device='cuda:0') (tensor(168.3636, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3718 (0.35971429568378877) | > loader_time: 0.004 (0.0036108774297377647)  --> TIME: 2024-06-11 04:13:13 -- STEP: 144/330 -- GLOBAL_STEP: 187475 | > loss_disc: 2.4454832077026367 (2.3231018632650393) | > loss_disc_real_0: 0.136012464761734 (0.11666319115708272) | > loss_disc_real_1: 0.19001340866088867 (0.1998661584738228) | > loss_disc_real_2: 0.2155057042837143 (0.2144652878244718) | > loss_disc_real_3: 0.21958839893341064 (0.22509204285840193) | > loss_disc_real_4: 0.21891377866268158 (0.22433601257701716) | > loss_disc_real_5: 0.22648540139198303 (0.2142630552666055) | > loss_0: 2.4454832077026367 (2.3231018632650393) | > grad_norm_0: tensor(48.6503, device='cuda:0') (tensor(14.7217, device='cuda:0')) | > loss_gen: 2.384249448776245 (2.53348913623227) | > loss_kl: 1.6902573108673096 (1.865624688565731) | > loss_feat: 7.670709609985352 (7.280795719888475) | > loss_mel: 18.75753402709961 (18.617332961824204) | > loss_duration: 2.042639970779419 (2.047345412274202) | > loss_1: 32.545387268066406 (32.34458776315052) | > grad_norm_1: tensor(482.5852, device='cuda:0') (tensor(183.0478, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.38 (0.3613431619273293) | > loader_time: 0.0039 (0.003716376092698839)  --> TIME: 2024-06-11 04:13:23 -- STEP: 169/330 -- GLOBAL_STEP: 187500 | > loss_disc: 2.38851261138916 (2.321817817067256) | > loss_disc_real_0: 0.11418049037456512 (0.11683538013837746) | > loss_disc_real_1: 0.20038703083992004 (0.19966410497236534) | > loss_disc_real_2: 0.19956070184707642 (0.2145449941503931) | > loss_disc_real_3: 0.21913763880729675 (0.22509041340393426) | > loss_disc_real_4: 0.2007177472114563 (0.22352056240541696) | > loss_disc_real_5: 0.16661328077316284 (0.2135388200452342) | > loss_0: 2.38851261138916 (2.321817817067256) | > grad_norm_0: tensor(43.2255, device='cuda:0') (tensor(16.3823, device='cuda:0')) | > loss_gen: 2.3373494148254395 (2.537166282270081) | > loss_kl: 1.815023422241211 (1.8620154617806157) | > loss_feat: 7.683469772338867 (7.285923895751231) | > loss_mel: 18.548503875732422 (18.583158549472422) | > loss_duration: 2.0813026428222656 (2.0506350338106336) | > loss_1: 32.46564865112305 (32.3188991320909) | > grad_norm_1: tensor(262.3196, device='cuda:0') (tensor(195.8580, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3775 (0.3642665112512352) | > loader_time: 0.0046 (0.003817936372474806) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_187500.pth  --> TIME: 2024-06-11 04:13:39 -- STEP: 194/330 -- GLOBAL_STEP: 187525 | > loss_disc: 2.246156930923462 (2.318430499932203) | > loss_disc_real_0: 0.06943359971046448 (0.11633468786081702) | > loss_disc_real_1: 0.19715990126132965 (0.19944592795728408) | > loss_disc_real_2: 0.23412252962589264 (0.2150254907067289) | > loss_disc_real_3: 0.2320123314857483 (0.22538283697723113) | > loss_disc_real_4: 0.18709993362426758 (0.22271395052216716) | > loss_disc_real_5: 0.20771008729934692 (0.21272887965453038) | > loss_0: 2.246156930923462 (2.318430499932203) | > grad_norm_0: tensor(16.5051, device='cuda:0') (tensor(18.0862, device='cuda:0')) | > loss_gen: 2.8374762535095215 (2.5471929803337012) | > loss_kl: 1.907870888710022 (1.8602396698342156) | > loss_feat: 7.774587631225586 (7.313453236806024) | > loss_mel: 19.02140998840332 (18.566652642082918) | > loss_duration: 2.0654423236846924 (2.056646573789341) | > loss_1: 33.606788635253906 (32.344185072122144) | > grad_norm_1: tensor(299.9476, device='cuda:0') (tensor(211.6109, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3915 (0.3692258215442146) | > loader_time: 0.0044 (0.003956564922922665)  --> TIME: 2024-06-11 04:13:49 -- STEP: 219/330 -- GLOBAL_STEP: 187550 | > loss_disc: 2.2253007888793945 (2.322833352981638) | > loss_disc_real_0: 0.06653913855552673 (0.11684449552877309) | > loss_disc_real_1: 0.1698296219110489 (0.19981597363948822) | > loss_disc_real_2: 0.22421011328697205 (0.21495261577438546) | > loss_disc_real_3: 0.2262732833623886 (0.2261950671672821) | > loss_disc_real_4: 0.21423910558223724 (0.2234501192967097) | > loss_disc_real_5: 0.20839717984199524 (0.21383648593676144) | > loss_0: 2.2253007888793945 (2.322833352981638) | > grad_norm_0: tensor(25.1662, device='cuda:0') (tensor(20.6714, device='cuda:0')) | > loss_gen: 2.6383814811706543 (2.5498378091751164) | > loss_kl: 1.9630537033081055 (1.8635070416480983) | > loss_feat: 8.227496147155762 (7.305101174742119) | > loss_mel: 18.85308837890625 (18.508550748433144) | > loss_duration: 2.128152370452881 (2.06293262684182) | > loss_1: 33.81017303466797 (32.28992938559892) | > grad_norm_1: tensor(399.4358, device='cuda:0') (tensor(228.3899, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.3909 (0.372402890087807) | > loader_time: 0.0047 (0.004058223881133615)  --> TIME: 2024-06-11 04:14:00 -- STEP: 244/330 -- GLOBAL_STEP: 187575 | > loss_disc: 2.340714931488037 (2.3237672047536893) | > loss_disc_real_0: 0.10603506863117218 (0.11830628328941396) | > loss_disc_real_1: 0.22555860877037048 (0.19973114578694592) | > loss_disc_real_2: 0.240190327167511 (0.21502170699541687) | > loss_disc_real_3: 0.22939784824848175 (0.2259106534670611) | > loss_disc_real_4: 0.23798507452011108 (0.22280692022110596) | > loss_disc_real_5: 0.20594364404678345 (0.2135409058728179) | > loss_0: 2.340714931488037 (2.3237672047536893) | > grad_norm_0: tensor(30.3648, device='cuda:0') (tensor(23.6318, device='cuda:0')) | > loss_gen: 2.699274778366089 (2.551040064115993) | > loss_kl: 1.8582788705825806 (1.8629094933877226) | > loss_feat: 7.0996599197387695 (7.309066817408702) | > loss_mel: 17.377914428710938 (18.45572795242559) | > loss_duration: 2.0761172771453857 (2.070499973707513) | > loss_1: 31.111244201660156 (32.24924430690826) | > grad_norm_1: tensor(469.6327, device='cuda:0') (tensor(249.6954, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.4369 (0.37687747498027613) | > loader_time: 0.0055 (0.004193756424012731)  --> TIME: 2024-06-11 04:14:11 -- STEP: 269/330 -- GLOBAL_STEP: 187600 | > loss_disc: 2.250631332397461 (2.321991794614545) | > loss_disc_real_0: 0.1117807924747467 (0.11785149403941232) | > loss_disc_real_1: 0.22361643612384796 (0.199603130106146) | > loss_disc_real_2: 0.23059086501598358 (0.21463041434057584) | > loss_disc_real_3: 0.2179969847202301 (0.22584394429252935) | > loss_disc_real_4: 0.24902229011058807 (0.22313012127317905) | > loss_disc_real_5: 0.20609848201274872 (0.21385791637418883) | > loss_0: 2.250631332397461 (2.321991794614545) | > grad_norm_0: tensor(32.1037, device='cuda:0') (tensor(24.2996, device='cuda:0')) | > loss_gen: 2.6886675357818604 (2.5528102275607307) | > loss_kl: 1.8551795482635498 (1.86667075431923) | > loss_feat: 7.334744930267334 (7.3334915575927955) | > loss_mel: 18.041053771972656 (18.4203864384761) | > loss_duration: 2.1813178062438965 (2.0775476995453968) | > loss_1: 32.1009635925293 (32.25090671383314) | > grad_norm_1: tensor(102.5643, device='cuda:0') (tensor(261.8531, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.4266 (0.3815070838290076) | > loader_time: 0.0068 (0.004351120456000687)  --> TIME: 2024-06-11 04:14:22 -- STEP: 294/330 -- GLOBAL_STEP: 187625 | > loss_disc: 2.3249850273132324 (2.3244159619013476) | > loss_disc_real_0: 0.07419878244400024 (0.11839377583593738) | > loss_disc_real_1: 0.18995364010334015 (0.19999046831512127) | > loss_disc_real_2: 0.22194597125053406 (0.2146736963772449) | > loss_disc_real_3: 0.2435062676668167 (0.2259649543636511) | > loss_disc_real_4: 0.21305617690086365 (0.22310343126253207) | > loss_disc_real_5: 0.2133549302816391 (0.21415601914026297) | > loss_0: 2.3249850273132324 (2.3244159619013476) | > grad_norm_0: tensor(41.2743, device='cuda:0') (tensor(26.7409, device='cuda:0')) | > loss_gen: 2.529371500015259 (2.550263270228898) | > loss_kl: 1.9876270294189453 (1.8702573362661867) | > loss_feat: 7.5185041427612305 (7.326206891715121) | > loss_mel: 18.2283878326416 (18.37742656915366) | > loss_duration: 2.2223870754241943 (2.086507037788833) | > loss_1: 32.48627853393555 (32.210661135563214) | > grad_norm_1: tensor(478.9334, device='cuda:0') (tensor(278.0699, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.4795 (0.38758527421626915) | > loader_time: 0.0075 (0.004550258318583172)  --> TIME: 2024-06-11 04:14:35 -- STEP: 319/330 -- GLOBAL_STEP: 187650 | > loss_disc: 2.5216360092163086 (2.328705971517534) | > loss_disc_real_0: 0.17484235763549805 (0.11972885038178169) | > loss_disc_real_1: 0.25861430168151855 (0.20064543192289466) | > loss_disc_real_2: 0.2461092174053192 (0.2147556349027866) | > loss_disc_real_3: 0.25500136613845825 (0.22562830925548347) | > loss_disc_real_4: 0.2752600312232971 (0.2233428034382554) | > loss_disc_real_5: 0.2737562358379364 (0.21449285586799574) | > loss_0: 2.5216360092163086 (2.328705971517534) | > grad_norm_0: tensor(13.0229, device='cuda:0') (tensor(28.4715, device='cuda:0')) | > loss_gen: 2.5977087020874023 (2.5500881888649674) | > loss_kl: 1.9556804895401 (1.8728842712868718) | > loss_feat: 7.897744178771973 (7.355377529108412) | > loss_mel: 18.027727127075195 (18.357314076916925) | > loss_duration: 2.280460834503174 (2.099603292336658) | > loss_1: 32.75932312011719 (32.23526741793161) | > grad_norm_1: tensor(160.5923, device='cuda:0') (tensor(286.6331, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.5566 (0.39726287070486616) | > loader_time: 0.0089 (0.004805135129013782)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.532140016555786 (2.532140016555786) | > loss_disc_real_0: 0.10694266855716705 (0.10694266855716705) | > loss_disc_real_1: 0.23016902804374695 (0.23016902804374695) | > loss_disc_real_2: 0.23844784498214722 (0.23844784498214722) | > loss_disc_real_3: 0.2474018931388855 (0.2474018931388855) | > loss_disc_real_4: 0.24759243428707123 (0.24759243428707123) | > loss_disc_real_5: 0.27500075101852417 (0.27500075101852417) | > loss_0: 2.532140016555786 (2.532140016555786) | > loss_gen: 2.3800859451293945 (2.3800859451293945) | > loss_kl: 2.019645929336548 (2.019645929336548) | > loss_feat: 4.260400772094727 (4.260400772094727) | > loss_mel: 14.006452560424805 (14.006452560424805) | > loss_duration: 2.772787094116211 (2.772787094116211) | > loss_1: 25.43937110900879 (25.43937110900879)  --> STEP: 1 | > loss_disc: 2.2450356483459473 (2.2450356483459473) | > loss_disc_real_0: 0.04975365847349167 (0.04975365847349167) | > loss_disc_real_1: 0.20798203349113464 (0.20798203349113464) | > loss_disc_real_2: 0.24394796788692474 (0.24394796788692474) | > loss_disc_real_3: 0.2696913182735443 (0.2696913182735443) | > loss_disc_real_4: 0.25987204909324646 (0.25987204909324646) | > loss_disc_real_5: 0.2477232813835144 (0.2477232813835144) | > loss_0: 2.2450356483459473 (2.2450356483459473) | > loss_gen: 2.468191146850586 (2.468191146850586) | > loss_kl: 1.9817005395889282 (1.9817005395889282) | > loss_feat: 4.987956523895264 (4.987956523895264) | > loss_mel: 18.083200454711914 (18.083200454711914) | > loss_duration: 2.387631416320801 (2.387631416320801) | > loss_1: 29.908679962158203 (29.908679962158203)  --> STEP: 2 | > loss_disc: 2.4828290939331055 (2.3639323711395264) | > loss_disc_real_0: 0.09864901006221771 (0.07420133426785469) | > loss_disc_real_1: 0.1880931407213211 (0.19803758710622787) | > loss_disc_real_2: 0.15199913084506989 (0.19797354936599731) | > loss_disc_real_3: 0.24278073012828827 (0.2562360242009163) | > loss_disc_real_4: 0.2505655288696289 (0.2552187889814377) | > loss_disc_real_5: 0.24133947491645813 (0.24453137814998627) | > loss_0: 2.4828290939331055 (2.3639323711395264) | > loss_gen: 2.1880486011505127 (2.3281198740005493) | > loss_kl: 1.9004255533218384 (1.9410630464553833) | > loss_feat: 6.758135795593262 (5.873046159744263) | > loss_mel: 18.604476928710938 (18.343838691711426) | > loss_duration: 2.416952133178711 (2.402291774749756) | > loss_1: 31.868040084838867 (30.888360023498535)  --> STEP: 3 | > loss_disc: 2.3713932037353516 (2.3664193153381348) | > loss_disc_real_0: 0.10176628828048706 (0.08338965227206548) | > loss_disc_real_1: 0.2005297839641571 (0.19886831939220428) | > loss_disc_real_2: 0.20021215081214905 (0.19871974984804788) | > loss_disc_real_3: 0.17749419808387756 (0.22998874882857004) | > loss_disc_real_4: 0.3196738362312317 (0.276703804731369) | > loss_disc_real_5: 0.3045251965522766 (0.2645293176174164) | > loss_0: 2.3713932037353516 (2.3664193153381348) | > loss_gen: 2.570291042327881 (2.4088435967763266) | > loss_kl: 2.651477098464966 (2.1778677304585776) | > loss_feat: 7.890519142150879 (6.545537153879802) | > loss_mel: 19.095624923706055 (18.5944341023763) | > loss_duration: 2.238539218902588 (2.3477075894673667) | > loss_1: 34.44645309448242 (32.07439104715983)  --> STEP: 4 | > loss_disc: 2.470365285873413 (2.3924058079719543) | > loss_disc_real_0: 0.06785084307193756 (0.0795049499720335) | > loss_disc_real_1: 0.16194121539592743 (0.18963654339313507) | > loss_disc_real_2: 0.2381879836320877 (0.20858680829405785) | > loss_disc_real_3: 0.24731969833374023 (0.2343214862048626) | > loss_disc_real_4: 0.21693962812423706 (0.26176276057958603) | > loss_disc_real_5: 0.21739041805267334 (0.2527445927262306) | > loss_0: 2.470365285873413 (2.3924058079719543) | > loss_gen: 2.1518805027008057 (2.3446028232574463) | > loss_kl: 2.8178107738494873 (2.337853491306305) | > loss_feat: 8.961734771728516 (7.14958655834198) | > loss_mel: 19.298803329467773 (18.77052640914917) | > loss_duration: 2.269869804382324 (2.328248143196106) | > loss_1: 35.50010299682617 (32.930819034576416)  --> STEP: 5 | > loss_disc: 2.2387773990631104 (2.3616801261901856) | > loss_disc_real_0: 0.15867158770561218 (0.09533827751874924) | > loss_disc_real_1: 0.22032098472118378 (0.1957734316587448) | > loss_disc_real_2: 0.23237057030200958 (0.2133435606956482) | > loss_disc_real_3: 0.2267865538597107 (0.2328144997358322) | > loss_disc_real_4: 0.269306480884552 (0.26327150464057925) | > loss_disc_real_5: 0.24873831868171692 (0.25194333791732787) | > loss_0: 2.2387773990631104 (2.3616801261901856) | > loss_gen: 2.7858657836914062 (2.432855415344238) | > loss_kl: 1.6633268594741821 (2.2029481649398805) | > loss_feat: 5.766089916229248 (6.872887229919433) | > loss_mel: 19.034154891967773 (18.82325210571289) | > loss_duration: 2.2948851585388184 (2.3215755462646483) | > loss_1: 31.544322967529297 (32.653519821166995)  --> STEP: 6 | > loss_disc: 2.3743879795074463 (2.3637981017430625) | > loss_disc_real_0: 0.10663382709026337 (0.09722086911400159) | > loss_disc_real_1: 0.277990460395813 (0.2094762697815895) | > loss_disc_real_2: 0.14939013123512268 (0.2026846557855606) | > loss_disc_real_3: 0.2253003865480423 (0.23156214753786722) | > loss_disc_real_4: 0.2608903646469116 (0.26287464797496796) | > loss_disc_real_5: 0.1948441118001938 (0.24242680023113886) | > loss_0: 2.3743879795074463 (2.3637981017430625) | > loss_gen: 2.7853164672851562 (2.491598924001058) | > loss_kl: 2.3438634872436523 (2.226434051990509) | > loss_feat: 6.935628890991211 (6.8833441734313965) | > loss_mel: 20.46500587463379 (19.096877733866375) | > loss_duration: 2.149554491043091 (2.2929053703943887) | > loss_1: 34.67937088012695 (32.99116166432699)  --> STEP: 7 | > loss_disc: 2.65095853805542 (2.4048210212162564) | > loss_disc_real_0: 0.14499548077583313 (0.10404581363712039) | > loss_disc_real_1: 0.29879915714263916 (0.22223668226173945) | > loss_disc_real_2: 0.2400618940591812 (0.20802426125322068) | > loss_disc_real_3: 0.2721676230430603 (0.2373629297528948) | > loss_disc_real_4: 0.3254956603050232 (0.27182050687926157) | > loss_disc_real_5: 0.32979053258895874 (0.2549073334251131) | > loss_0: 2.65095853805542 (2.4048210212162564) | > loss_gen: 2.657618761062622 (2.5153160435812816) | > loss_kl: 3.8094284534454346 (2.4525761093412126) | > loss_feat: 5.167654514312744 (6.638245650700161) | > loss_mel: 19.186744689941406 (19.10971587044852) | > loss_duration: 2.496530294418335 (2.3219946452549527) | > loss_1: 33.31797790527344 (33.037849698747905)  --> STEP: 8 | > loss_disc: 2.776876926422119 (2.451328009366989) | > loss_disc_real_0: 0.2009163200855255 (0.11615462694317102) | > loss_disc_real_1: 0.2162916213274002 (0.22149354964494705) | > loss_disc_real_2: 0.22936776280403137 (0.21069219894707203) | > loss_disc_real_3: 0.253557413816452 (0.23938724026083946) | > loss_disc_real_4: 0.24504490196704865 (0.26847355626523495) | > loss_disc_real_5: 0.26707831025123596 (0.2564287055283785) | > loss_0: 2.776876926422119 (2.451328009366989) | > loss_gen: 1.929903268814087 (2.442139446735382) | > loss_kl: 3.112952470779419 (2.5351231545209885) | > loss_feat: 5.191904544830322 (6.457453012466431) | > loss_mel: 13.771736145019531 (18.442468404769897) | > loss_duration: 2.212031841278076 (2.308249294757843) | > loss_1: 26.218528747558594 (32.18543457984924)  --> STEP: 9 | > loss_disc: 2.426474094390869 (2.4485664632585316) | > loss_disc_real_0: 0.1792713701725006 (0.12316759841309653) | > loss_disc_real_1: 0.1777406632900238 (0.21663211782773337) | > loss_disc_real_2: 0.192760169506073 (0.20869975123140547) | > loss_disc_real_3: 0.25654956698417664 (0.24129416545232138) | > loss_disc_real_4: 0.19599926471710205 (0.2604208572043313) | > loss_disc_real_5: 0.2484562247991562 (0.2555428743362427) | > loss_0: 2.426474094390869 (2.4485664632585316) | > loss_gen: 2.438380479812622 (2.441721783743964) | > loss_kl: 2.2157630920410156 (2.499638703134325) | > loss_feat: 8.262592315673828 (6.658024046156141) | > loss_mel: 18.82712173461914 (18.485207663642036) | > loss_duration: 2.1064963340759277 (2.285832299126519) | > loss_1: 33.8503532409668 (32.37042554219564)  --> STEP: 10 | > loss_disc: 2.3815484046936035 (2.4418646574020384) | > loss_disc_real_0: 0.22589710354804993 (0.13344054892659188) | > loss_disc_real_1: 0.2842780649662018 (0.2233967125415802) | > loss_disc_real_2: 0.176060289144516 (0.20543580502271652) | > loss_disc_real_3: 0.24752190709114075 (0.2419169396162033) | > loss_disc_real_4: 0.24693535268306732 (0.2590723067522049) | > loss_disc_real_5: 0.23074690997600555 (0.253063277900219) | > loss_0: 2.3815484046936035 (2.4418646574020384) | > loss_gen: 2.594905138015747 (2.4570401191711424) | > loss_kl: 2.0724611282348633 (2.4569209456443786) | > loss_feat: 6.545378684997559 (6.646759510040283) | > loss_mel: 18.622509002685547 (18.498937797546386) | > loss_duration: 2.364645004272461 (2.2937135696411133) | > loss_1: 32.19989776611328 (32.353372764587405)  --> STEP: 11 | > loss_disc: 2.758152484893799 (2.470618096264926) | > loss_disc_real_0: 0.21625229716300964 (0.14096888967535712) | > loss_disc_real_1: 0.29151594638824463 (0.22958937016400424) | > loss_disc_real_2: 0.2199949473142624 (0.20675936341285706) | > loss_disc_real_3: 0.2504993677139282 (0.2426971603523601) | > loss_disc_real_4: 0.30154383182525635 (0.26293335448611865) | > loss_disc_real_5: 0.3038758337497711 (0.25768260115926916) | > loss_0: 2.758152484893799 (2.470618096264926) | > loss_gen: 2.2654123306274414 (2.4396194111217153) | > loss_kl: 3.022509813308716 (2.508338115432046) | > loss_feat: 5.333730697631836 (6.527393254366788) | > loss_mel: 18.61915397644043 (18.509866541082207) | > loss_duration: 2.4408016204833984 (2.3070852106267754) | > loss_1: 31.681608200073242 (32.29230325872248)  --> STEP: 12 | > loss_disc: 2.416257381439209 (2.466088036696116) | > loss_disc_real_0: 0.090111643075943 (0.13673078579207262) | > loss_disc_real_1: 0.24692222476005554 (0.23103377471367517) | > loss_disc_real_2: 0.19173841178417206 (0.20550761744379997) | > loss_disc_real_3: 0.2289186418056488 (0.2415489504734675) | > loss_disc_real_4: 0.26909688115119934 (0.26344698170820874) | > loss_disc_real_5: 0.2225428819656372 (0.2547542912264665) | > loss_0: 2.416257381439209 (2.466088036696116) | > loss_gen: 2.260517120361328 (2.424694220225016) | > loss_kl: 2.1025898456573486 (2.474525759617488) | > loss_feat: 5.873754978179932 (6.472923398017883) | > loss_mel: 17.910505294799805 (18.459919770558674) | > loss_duration: 2.2546231746673584 (2.302713374296824) | > loss_1: 30.40199089050293 (32.134777228037514)  --> STEP: 13 | > loss_disc: 2.5642054080963135 (2.4736355268038235) | > loss_disc_real_0: 0.19836504757404327 (0.1414718828522242) | > loss_disc_real_1: 0.2718451917171478 (0.23417311448317307) | > loss_disc_real_2: 0.26986557245254517 (0.2104582293675496) | > loss_disc_real_3: 0.2842618525028229 (0.24483455832187945) | > loss_disc_real_4: 0.29470422863960266 (0.2658513853183159) | > loss_disc_real_5: 0.2622917592525482 (0.255334096459242) | > loss_0: 2.5642054080963135 (2.4736355268038235) | > loss_gen: 2.677354097366333 (2.444129595389733) | > loss_kl: 2.4006125926971436 (2.4688401313928456) | > loss_feat: 6.537695407867432 (6.477905860314002) | > loss_mel: 17.185604095458984 (18.3618954878587) | > loss_duration: 2.1664113998413086 (2.2922286070310154) | > loss_1: 30.96767807006836 (32.04500036973219)  --> STEP: 14 | > loss_disc: 2.3503925800323486 (2.46483245917729) | > loss_disc_real_0: 0.12349758297204971 (0.1401880042893546) | > loss_disc_real_1: 0.21596860885620117 (0.23287279265267508) | > loss_disc_real_2: 0.2731962502002716 (0.21493951656988688) | > loss_disc_real_3: 0.225134015083313 (0.24342737666198186) | > loss_disc_real_4: 0.29011765122413635 (0.26758469002587454) | > loss_disc_real_5: 0.19906122982501984 (0.251314605985369) | > loss_0: 2.3503925800323486 (2.46483245917729) | > loss_gen: 2.5247602462768555 (2.449888927595956) | > loss_kl: 2.8828423023223877 (2.49841171503067) | > loss_feat: 5.701788902282715 (6.422468934740339) | > loss_mel: 19.567920684814453 (18.44804014478411) | > loss_duration: 2.400543212890625 (2.299965364592416) | > loss_1: 33.07785415649414 (32.11877564021519)  --> STEP: 15 | > loss_disc: 2.497532844543457 (2.4670124848683677) | > loss_disc_real_0: 0.23018844425678253 (0.14618803362051647) | > loss_disc_real_1: 0.23470613360404968 (0.23299501538276673) | > loss_disc_real_2: 0.2871059775352478 (0.2197506139675776) | > loss_disc_real_3: 0.2520311772823334 (0.2440009633700053) | > loss_disc_real_4: 0.23519094288349152 (0.265425106883049) | > loss_disc_real_5: 0.2270224243402481 (0.2496951272090276) | > loss_0: 2.497532844543457 (2.4670124848683677) | > loss_gen: 2.6223697662353516 (2.4613876501719156) | > loss_kl: 2.832484245300293 (2.520683217048645) | > loss_feat: 6.380303859710693 (6.419657929738363) | > loss_mel: 17.388132095336914 (18.377379608154296) | > loss_duration: 2.3415188789367676 (2.3027355988820393) | > loss_1: 31.564807891845703 (32.08184445699056)  --> STEP: 16 | > loss_disc: 2.538682699203491 (2.4714918732643127) | > loss_disc_real_0: 0.1742330938577652 (0.1479408498853445) | > loss_disc_real_1: 0.19921834766864777 (0.2308839736506343) | > loss_disc_real_2: 0.21449604630470276 (0.21942220348864794) | > loss_disc_real_3: 0.22258411347866058 (0.24266241025179625) | > loss_disc_real_4: 0.27585282921791077 (0.26607683952897787) | > loss_disc_real_5: 0.24796700477600098 (0.24958711955696342) | > loss_0: 2.538682699203491 (2.4714918732643127) | > loss_gen: 2.3062756061553955 (2.451693147420883) | > loss_kl: 2.602156400680542 (2.5257752910256386) | > loss_feat: 5.822767734527588 (6.382352292537689) | > loss_mel: 13.646961212158203 (18.08172845840454) | > loss_duration: 2.376875638961792 (2.307369351387024) | > loss_1: 26.755035400390625 (31.748918890953064)  --> STEP: 17 | > loss_disc: 2.301410436630249 (2.461487082874074) | > loss_disc_real_0: 0.18166939914226532 (0.14992488219457514) | > loss_disc_real_1: 0.2020649015903473 (0.22918873411767623) | > loss_disc_real_2: 0.19519101083278656 (0.21799683921477375) | > loss_disc_real_3: 0.21674516797065735 (0.24113786658819983) | > loss_disc_real_4: 0.2690124213695526 (0.26624952081371756) | > loss_disc_real_5: 0.27985063195228577 (0.251367326168453) | > loss_0: 2.301410436630249 (2.461487082874074) | > loss_gen: 2.673178195953369 (2.4647216796875) | > loss_kl: 1.9237006902694702 (2.4903591380399814) | > loss_feat: 5.940097808837891 (6.356337322908289) | > loss_mel: 19.335111618041992 (18.155456879559686) | > loss_duration: 2.4234933853149414 (2.3142001769121956) | > loss_1: 32.29558181762695 (31.781075533698587)  --> STEP: 18 | > loss_disc: 2.5253849029541016 (2.4650369617674084) | > loss_disc_real_0: 0.1378498077392578 (0.14925404472483528) | > loss_disc_real_1: 0.2912503480911255 (0.23263660156064564) | > loss_disc_real_2: 0.2543501555919647 (0.22001646790239546) | > loss_disc_real_3: 0.21983177959918976 (0.23995419508881038) | > loss_disc_real_4: 0.2454051822423935 (0.26509150200419956) | > loss_disc_real_5: 0.31735917925834656 (0.25503354022900265) | > loss_0: 2.5253849029541016 (2.4650369617674084) | > loss_gen: 2.354551315307617 (2.4586011038886175) | > loss_kl: 1.7822908163070679 (2.4510220090548196) | > loss_feat: 6.676501750946045 (6.374124235577053) | > loss_mel: 19.568256378173828 (18.233945740593803) | > loss_duration: 2.271630048751831 (2.3118351697921753) | > loss_1: 32.65323257446289 (31.829528702629936)  --> STEP: 19 | > loss_disc: 2.531635284423828 (2.468542136644062) | > loss_disc_real_0: 0.17561429738998413 (0.15064142644405365) | > loss_disc_real_1: 0.2506943941116333 (0.23358701169490814) | > loss_disc_real_2: 0.26849329471588135 (0.22256787983994736) | > loss_disc_real_3: 0.22653250396251678 (0.23924779029268967) | > loss_disc_real_4: 0.19946502149105072 (0.2616374767140338) | > loss_disc_real_5: 0.2305360585451126 (0.25374419908774526) | > loss_0: 2.531635284423828 (2.468542136644062) | > loss_gen: 2.233776807785034 (2.4467682461989555) | > loss_kl: 1.7979978322982788 (2.4166523155413175) | > loss_feat: 4.5000433921813965 (6.275488401714124) | > loss_mel: 15.320291519165039 (18.080595518413343) | > loss_duration: 2.3158395290374756 (2.312045925541928) | > loss_1: 26.16794776916504 (31.531550758763363)  --> STEP: 20 | > loss_disc: 2.331561803817749 (2.4616931200027468) | > loss_disc_real_0: 0.11492617428302765 (0.14885566383600235) | > loss_disc_real_1: 0.23732279241085052 (0.23377380073070525) | > loss_disc_real_2: 0.22561171650886536 (0.22272007167339325) | > loss_disc_real_3: 0.25265371799468994 (0.2399180866777897) | > loss_disc_real_4: 0.25691038370132446 (0.2614011220633984) | > loss_disc_real_5: 0.18834872543811798 (0.2504744254052639) | > loss_0: 2.331561803817749 (2.4616931200027468) | > loss_gen: 2.458782911300659 (2.4473689794540405) | > loss_kl: 2.2123701572418213 (2.406438207626343) | > loss_feat: 6.955111026763916 (6.309469532966614) | > loss_mel: 19.87325096130371 (18.170228290557862) | > loss_duration: 2.3008840084075928 (2.3114878296852113) | > loss_1: 33.80039978027344 (31.644993209838866)  --> STEP: 21 | > loss_disc: 2.4528543949127197 (2.4612722283317927) | > loss_disc_real_0: 0.18253017961978912 (0.15045921220665887) | > loss_disc_real_1: 0.26015859842300415 (0.2350302196684338) | > loss_disc_real_2: 0.21861709654331207 (0.22252469190529414) | > loss_disc_real_3: 0.26673927903175354 (0.24119528631369272) | > loss_disc_real_4: 0.22808803617954254 (0.2598147846403576) | > loss_disc_real_5: 0.2457120269536972 (0.25024764452661785) | > loss_0: 2.4528543949127197 (2.4612722283317927) | > loss_gen: 2.5035104751586914 (2.4500423840114047) | > loss_kl: 2.5251264572143555 (2.4120900290352956) | > loss_feat: 6.233964920043945 (6.305874075208392) | > loss_mel: 14.776620864868164 (18.00862793695359) | > loss_duration: 2.126175880432129 (2.3026634511493502) | > loss_1: 28.16539764404297 (31.479298182896205)  --> STEP: 22 | > loss_disc: 2.1277883052825928 (2.4461138681931924) | > loss_disc_real_0: 0.11370833218097687 (0.14878871766003696) | > loss_disc_real_1: 0.20511475205421448 (0.23367042568596927) | > loss_disc_real_2: 0.1605716049671173 (0.21970864249901337) | > loss_disc_real_3: 0.12976890802383423 (0.23613045093688098) | > loss_disc_real_4: 0.21515853703022003 (0.2577849552035332) | > loss_disc_real_5: 0.2982632517814636 (0.25243017212911084) | > loss_0: 2.1277883052825928 (2.4461138681931924) | > loss_gen: 2.6271753311157227 (2.4580938816070557) | > loss_kl: 1.940476655960083 (2.3906530575318765) | > loss_feat: 7.5386481285095215 (6.361909259449352) | > loss_mel: 20.39603614807129 (18.117146492004395) | > loss_duration: 2.1660573482513428 (2.296454082835804) | > loss_1: 34.668392181396484 (31.624257001009855)  --> STEP: 23 | > loss_disc: 2.4233107566833496 (2.4451224285623296) | > loss_disc_real_0: 0.13194191455841064 (0.14805624795996625) | > loss_disc_real_1: 0.24839913845062256 (0.23431080450182376) | > loss_disc_real_2: 0.27481216192245483 (0.22210444769133691) | > loss_disc_real_3: 0.21244178712368011 (0.2351005090319592) | > loss_disc_real_4: 0.2494196742773056 (0.2574212473371755) | > loss_disc_real_5: 0.22601498663425446 (0.25128168580324756) | > loss_0: 2.4233107566833496 (2.4451224285623296) | > loss_gen: 2.498720645904541 (2.4598602626634682) | > loss_kl: 2.3673040866851807 (2.3896378848863677) | > loss_feat: 4.89752721786499 (6.298240475032641) | > loss_mel: 19.06696891784668 (18.15844311921493) | > loss_duration: 2.216524600982666 (2.2929788879726245) | > loss_1: 31.04704475402832 (31.599160816358484)  --> STEP: 24 | > loss_disc: 2.5122129917144775 (2.447917868693669) | > loss_disc_real_0: 0.12476775050163269 (0.14708589389920235) | > loss_disc_real_1: 0.3170739412307739 (0.23775926853219667) | > loss_disc_real_2: 0.1967393010854721 (0.22104756658275923) | > loss_disc_real_3: 0.16761070489883423 (0.23228843385974565) | > loss_disc_real_4: 0.19626376032829285 (0.2548730187118054) | > loss_disc_real_5: 0.24482445418834686 (0.25101263448596006) | > loss_0: 2.5122129917144775 (2.447917868693669) | > loss_gen: 2.337188243865967 (2.454748928546906) | > loss_kl: 2.3127171993255615 (2.3864328563213344) | > loss_feat: 8.556565284729004 (6.392337342103322) | > loss_mel: 19.152816772460938 (18.199875354766846) | > loss_duration: 2.42661714553833 (2.298547148704529) | > loss_1: 34.78590393066406 (31.731941779454548)  --> STEP: 25 | > loss_disc: 2.5163841247558594 (2.4506565189361567) | > loss_disc_real_0: 0.23059144616127014 (0.15042611598968506) | > loss_disc_real_1: 0.42436152696609497 (0.2452233588695526) | > loss_disc_real_2: 0.24396535754203796 (0.22196427822113038) | > loss_disc_real_3: 0.18525271117687225 (0.23040700495243072) | > loss_disc_real_4: 0.2059253603219986 (0.25291511237621317) | > loss_disc_real_5: 0.24430833756923676 (0.2507444626092912) | > loss_0: 2.5163841247558594 (2.4506565189361567) | > loss_gen: 2.565620183944702 (2.459183778762818) | > loss_kl: 2.457298517227173 (2.389267482757568) | > loss_feat: 5.84202241897583 (6.370324745178222) | > loss_mel: 17.498779296875 (18.17183151245117) | > loss_duration: 2.3501298427581787 (2.300610456466675) | > loss_1: 30.713850021362305 (31.69121810913086)  --> STEP: 26 | > loss_disc: 2.922968626022339 (2.468822369208702) | > loss_disc_real_0: 0.1624772697687149 (0.15088962190426314) | > loss_disc_real_1: 0.32880571484565735 (0.24843806486863357) | > loss_disc_real_2: 0.1363312005996704 (0.21867069831261268) | > loss_disc_real_3: 0.2861841320991516 (0.23255227907345846) | > loss_disc_real_4: 0.3452812731266022 (0.25646765702045893) | > loss_disc_real_5: 0.22419065237045288 (0.2497231622154897) | > loss_0: 2.922968626022339 (2.468822369208702) | > loss_gen: 1.9286350011825562 (2.438778056548193) | > loss_kl: 2.3360447883605957 (2.387220456049992) | > loss_feat: 10.440159797668457 (6.526856862581694) | > loss_mel: 17.07706069946289 (18.129724942720852) | > loss_duration: 2.289733409881592 (2.300192108521095) | > loss_1: 34.071632385253906 (31.78277250436636) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023446908363929163 (+2.186114971454347e-05) | > avg_loss_disc: 2.468822369208702 (+0.09488728413215064) | > avg_loss_disc_real_0: 0.15088962190426314 (+0.0004400003414887499) | > avg_loss_disc_real_1: 0.24843806486863357 (-0.06331720833594984) | > avg_loss_disc_real_2: 0.21867069831261268 (+0.0023012187045354238) | > avg_loss_disc_real_3: 0.23255227907345846 (+0.003548656232081948) | > avg_loss_disc_real_4: 0.25646765702045893 (+0.07839370289674183) | > avg_loss_disc_real_5: 0.2497231622154897 (+0.02800999094660475) | > avg_loss_0: 2.468822369208702 (+0.09488728413215064) | > avg_loss_gen: 2.438778056548193 (-0.2056209169901324) | > avg_loss_kl: 2.387220456049992 (-0.17674830785164541) | > avg_loss_feat: 6.526856862581694 (-0.9677293850825377) | > avg_loss_mel: 18.129724942720852 (-0.06299675427949936) | > avg_loss_duration: 2.300192108521095 (-0.004695635575514334) | > avg_loss_1: 31.78277250436636 (-1.4177908530602146)  > EPOCH: 302/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:15:01)   --> TIME: 2024-06-11 04:15:07 -- STEP: 14/330 -- GLOBAL_STEP: 187675 | > loss_disc: 2.3990895748138428 (2.3409182003566196) | > loss_disc_real_0: 0.10207818448543549 (0.10730046832135745) | > loss_disc_real_1: 0.23179659247398376 (0.20018828128065383) | > loss_disc_real_2: 0.19895336031913757 (0.2180027770144599) | > loss_disc_real_3: 0.2271890640258789 (0.22111441940069199) | > loss_disc_real_4: 0.21079497039318085 (0.22178588062524796) | > loss_disc_real_5: 0.1872320920228958 (0.22002538719347545) | > loss_0: 2.3990895748138428 (2.3409182003566196) | > grad_norm_0: tensor(11.3028, device='cuda:0') (tensor(6.9652, device='cuda:0')) | > loss_gen: 2.383997678756714 (2.4608016014099126) | > loss_kl: 1.6168853044509888 (1.791106070790972) | > loss_feat: 7.072375297546387 (7.00520624433245) | > loss_mel: 18.335718154907227 (18.908276421683176) | > loss_duration: 2.091925621032715 (2.158704195703779) | > loss_1: 31.500900268554688 (32.324093682425364) | > grad_norm_1: tensor(85.6180, device='cuda:0') (tensor(80.8674, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3425 (0.3696402311325073) | > loader_time: 0.0029 (0.002916949135916574)  --> TIME: 2024-06-11 04:15:17 -- STEP: 39/330 -- GLOBAL_STEP: 187700 | > loss_disc: 2.3365914821624756 (2.3200693130493164) | > loss_disc_real_0: 0.10511678457260132 (0.10948175936937332) | > loss_disc_real_1: 0.19698016345500946 (0.20068764571960157) | > loss_disc_real_2: 0.19573621451854706 (0.21317747006049523) | > loss_disc_real_3: 0.2151794582605362 (0.22415220775665382) | > loss_disc_real_4: 0.22288358211517334 (0.2236403899315076) | > loss_disc_real_5: 0.19926147162914276 (0.21748030147491357) | > loss_0: 2.3365914821624756 (2.3200693130493164) | > grad_norm_0: tensor(6.1707, device='cuda:0') (tensor(7.0005, device='cuda:0')) | > loss_gen: 2.461897850036621 (2.5157169928917518) | > loss_kl: 1.875532627105713 (1.8016345317547138) | > loss_feat: 8.104256629943848 (7.217716375986735) | > loss_mel: 19.3188419342041 (18.792701134314903) | > loss_duration: 2.0574002265930176 (2.081315123117888) | > loss_1: 33.817928314208984 (32.40908392881736) | > grad_norm_1: tensor(68.4250, device='cuda:0') (tensor(75.4105, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3929 (0.36861363435402894) | > loader_time: 0.0033 (0.0032561314411652395)  --> TIME: 2024-06-11 04:15:26 -- STEP: 64/330 -- GLOBAL_STEP: 187725 | > loss_disc: 2.3179354667663574 (2.3210837468504892) | > loss_disc_real_0: 0.11095768213272095 (0.1104570998577401) | > loss_disc_real_1: 0.19783911108970642 (0.19877785933203995) | > loss_disc_real_2: 0.22183221578598022 (0.21467743115499616) | > loss_disc_real_3: 0.25790345668792725 (0.22544052684679627) | > loss_disc_real_4: 0.2517281472682953 (0.22326160944066942) | > loss_disc_real_5: 0.21715420484542847 (0.21658434229902923) | > loss_0: 2.3179354667663574 (2.3210837468504892) | > grad_norm_0: tensor(11.1852, device='cuda:0') (tensor(7.6424, device='cuda:0')) | > loss_gen: 2.5658578872680664 (2.508268002420663) | > loss_kl: 1.7421469688415527 (1.8179695457220078) | > loss_feat: 7.41154146194458 (7.205620802938938) | > loss_mel: 19.224214553833008 (18.717544406652458) | > loss_duration: 2.0392587184906006 (2.056583864614367) | > loss_1: 32.98301696777344 (32.30598625540733) | > grad_norm_1: tensor(79.0743, device='cuda:0') (tensor(77.5985, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3849 (0.3723139241337776) | > loader_time: 0.004 (0.003494247794151306)  --> TIME: 2024-06-11 04:15:36 -- STEP: 89/330 -- GLOBAL_STEP: 187750 | > loss_disc: 2.3158187866210938 (2.315302647901383) | > loss_disc_real_0: 0.140689879655838 (0.11012614443061057) | > loss_disc_real_1: 0.18853367865085602 (0.19804537262809407) | > loss_disc_real_2: 0.22251541912555695 (0.21293980703594978) | > loss_disc_real_3: 0.22025613486766815 (0.2253254894795043) | > loss_disc_real_4: 0.24554778635501862 (0.22418725641255968) | > loss_disc_real_5: 0.21699348092079163 (0.21705204348885612) | > loss_0: 2.3158187866210938 (2.315302647901383) | > grad_norm_0: tensor(10.9366, device='cuda:0') (tensor(8.5714, device='cuda:0')) | > loss_gen: 2.570117712020874 (2.517467343405391) | > loss_kl: 1.8935444355010986 (1.8264959782696841) | > loss_feat: 7.264881610870361 (7.257913450176797) | > loss_mel: 18.688615798950195 (18.65165646156569) | > loss_duration: 2.049304246902466 (2.046164451020486) | > loss_1: 32.46646499633789 (32.299697490220666) | > grad_norm_1: tensor(159.3200, device='cuda:0') (tensor(96.3645, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3751 (0.37532992577284907) | > loader_time: 0.0038 (0.0036419321981708656)  --> TIME: 2024-06-11 04:15:46 -- STEP: 114/330 -- GLOBAL_STEP: 187775 | > loss_disc: 2.3138818740844727 (2.3260721553835944) | > loss_disc_real_0: 0.11687719076871872 (0.1116675663281951) | > loss_disc_real_1: 0.2026151716709137 (0.19836494967079996) | > loss_disc_real_2: 0.2138863056898117 (0.21382649386661096) | > loss_disc_real_3: 0.2232111394405365 (0.22603518110618256) | > loss_disc_real_4: 0.20843397080898285 (0.2247128402977659) | > loss_disc_real_5: 0.17594607174396515 (0.2171388647535391) | > loss_0: 2.3138818740844727 (2.3260721553835944) | > grad_norm_0: tensor(10.4728, device='cuda:0') (tensor(8.5176, device='cuda:0')) | > loss_gen: 2.5408363342285156 (2.510893742243448) | > loss_kl: 1.8791413307189941 (1.837748852738163) | > loss_feat: 7.793063640594482 (7.2553307884617855) | > loss_mel: 19.271873474121094 (18.623200667531872) | > loss_duration: 2.0673201084136963 (2.0444809020611268) | > loss_1: 33.5522346496582 (32.27165478154233) | > grad_norm_1: tensor(179.3950, device='cuda:0') (tensor(101.8392, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3583 (0.3754600432881138) | > loader_time: 0.0038 (0.0037563328157391466)  --> TIME: 2024-06-11 04:15:55 -- STEP: 139/330 -- GLOBAL_STEP: 187800 | > loss_disc: 2.4700231552124023 (2.322821413012716) | > loss_disc_real_0: 0.1913899928331375 (0.1127631378581198) | > loss_disc_real_1: 0.19555002450942993 (0.19799707411862102) | > loss_disc_real_2: 0.18766677379608154 (0.2144492463671046) | > loss_disc_real_3: 0.2104722559452057 (0.22545810965754146) | > loss_disc_real_4: 0.23318268358707428 (0.22478689574938027) | > loss_disc_real_5: 0.223531574010849 (0.2159860711946762) | > loss_0: 2.4700231552124023 (2.322821413012716) | > grad_norm_0: tensor(21.8041, device='cuda:0') (tensor(9.6356, device='cuda:0')) | > loss_gen: 2.391036033630371 (2.51641040568729) | > loss_kl: 1.976405382156372 (1.8418548484500363) | > loss_feat: 6.787270545959473 (7.242475585114184) | > loss_mel: 17.787961959838867 (18.615981891000878) | > loss_duration: 2.096818685531616 (2.0475958431367385) | > loss_1: 31.039491653442383 (32.26431842502074) | > grad_norm_1: tensor(286.4830, device='cuda:0') (tensor(118.9496, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3692 (0.375588367311217) | > loader_time: 0.0038 (0.003813789902831153)  --> TIME: 2024-06-11 04:16:05 -- STEP: 164/330 -- GLOBAL_STEP: 187825 | > loss_disc: 2.3833863735198975 (2.327511919707786) | > loss_disc_real_0: 0.12603040039539337 (0.11292175903189473) | > loss_disc_real_1: 0.23670706152915955 (0.19886584988817935) | > loss_disc_real_2: 0.24320673942565918 (0.21495062857866287) | > loss_disc_real_3: 0.22268308699131012 (0.2262944754485677) | > loss_disc_real_4: 0.23771674931049347 (0.22561628971158004) | > loss_disc_real_5: 0.2307041585445404 (0.21686657736214196) | > loss_0: 2.3833863735198975 (2.327511919707786) | > grad_norm_0: tensor(32.6218, device='cuda:0') (tensor(12.6711, device='cuda:0')) | > loss_gen: 2.5558764934539795 (2.5213922436644385) | > loss_kl: 1.9096118211746216 (1.8469212338691805) | > loss_feat: 7.056963920593262 (7.261747459085976) | > loss_mel: 17.96975326538086 (18.610976486671266) | > loss_duration: 2.1244306564331055 (2.049699262147996) | > loss_1: 31.616634368896484 (32.290736558960745) | > grad_norm_1: tensor(275.3126, device='cuda:0') (tensor(145.4733, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3847 (0.3760706389822611) | > loader_time: 0.0042 (0.00389458929620138)  --> TIME: 2024-06-11 04:16:15 -- STEP: 189/330 -- GLOBAL_STEP: 187850 | > loss_disc: 2.3781580924987793 (2.3302272640208073) | > loss_disc_real_0: 0.15119953453540802 (0.11353054004056114) | > loss_disc_real_1: 0.23053520917892456 (0.1994557372003636) | > loss_disc_real_2: 0.22551189363002777 (0.21464047711046916) | > loss_disc_real_3: 0.199336975812912 (0.22593026588518153) | > loss_disc_real_4: 0.21419671177864075 (0.22456219090671137) | > loss_disc_real_5: 0.2544572353363037 (0.2166936625406225) | > loss_0: 2.3781580924987793 (2.3302272640208073) | > grad_norm_0: tensor(60.8277, device='cuda:0') (tensor(15.7492, device='cuda:0')) | > loss_gen: 2.6788341999053955 (2.5205384019821397) | > loss_kl: 1.9750182628631592 (1.8544548043498286) | > loss_feat: 7.0343828201293945 (7.259568792171579) | > loss_mel: 18.4365291595459 (18.57773027975092) | > loss_duration: 2.108639717102051 (2.0553868807182094) | > loss_1: 32.23340606689453 (32.26767904291711) | > grad_norm_1: tensor(432.9766, device='cuda:0') (tensor(173.6672, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.3991 (0.377723252331769) | > loader_time: 0.0055 (0.003996984037772687)  --> TIME: 2024-06-11 04:16:25 -- STEP: 214/330 -- GLOBAL_STEP: 187875 | > loss_disc: 2.388841152191162 (2.32980920666846) | > loss_disc_real_0: 0.17759384214878082 (0.1139462434939135) | > loss_disc_real_1: 0.205291748046875 (0.19928282903176603) | > loss_disc_real_2: 0.24392786622047424 (0.21514323834225396) | > loss_disc_real_3: 0.2304454892873764 (0.22638187856874734) | > loss_disc_real_4: 0.2252296656370163 (0.22446967661380768) | > loss_disc_real_5: 0.22501268982887268 (0.21684918879905593) | > loss_0: 2.388841152191162 (2.32980920666846) | > grad_norm_0: tensor(57.1477, device='cuda:0') (tensor(17.6739, device='cuda:0')) | > loss_gen: 2.56318736076355 (2.526644685558069) | > loss_kl: 1.770416498184204 (1.861241669855385) | > loss_feat: 6.6229143142700195 (7.271513464294862) | > loss_mel: 17.43570327758789 (18.54506023799147) | > loss_duration: 2.1583125591278076 (2.0620006517829164) | > loss_1: 30.5505313873291 (32.266460588045234) | > grad_norm_1: tensor(244.9004, device='cuda:0') (tensor(193.2307, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.4065 (0.3812519746406056) | > loader_time: 0.0049 (0.004126893025692377)  --> TIME: 2024-06-11 04:16:36 -- STEP: 239/330 -- GLOBAL_STEP: 187900 | > loss_disc: 2.4669954776763916 (2.331311901244158) | > loss_disc_real_0: 0.09280821681022644 (0.11483164437146366) | > loss_disc_real_1: 0.17650973796844482 (0.19896114658112307) | > loss_disc_real_2: 0.2653960883617401 (0.2148299528963895) | > loss_disc_real_3: 0.22252972424030304 (0.22621842158888175) | > loss_disc_real_4: 0.25396764278411865 (0.22504120697286836) | > loss_disc_real_5: 0.22543813288211823 (0.2169928237733482) | > loss_0: 2.4669954776763916 (2.331311901244158) | > grad_norm_0: tensor(36.3013, device='cuda:0') (tensor(20.4968, device='cuda:0')) | > loss_gen: 2.480024814605713 (2.5305859314347905) | > loss_kl: 1.886305809020996 (1.86257780545925) | > loss_feat: 7.380527019500732 (7.282708988030087) | > loss_mel: 18.41657066345215 (18.509392486955324) | > loss_duration: 2.097137928009033 (2.0688259855972646) | > loss_1: 32.26056671142578 (32.25409115907042) | > grad_norm_1: tensor(334.0856, device='cuda:0') (tensor(212.2404, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.4128 (0.38501124002943476) | > loader_time: 0.0056 (0.004270898747144881)  --> TIME: 2024-06-11 04:16:47 -- STEP: 264/330 -- GLOBAL_STEP: 187925 | > loss_disc: 2.2876315116882324 (2.3346682949499638) | > loss_disc_real_0: 0.08434771001338959 (0.11557936944970579) | > loss_disc_real_1: 0.19383631646633148 (0.19940196643724586) | > loss_disc_real_2: 0.16188779473304749 (0.21539863153840555) | > loss_disc_real_3: 0.21371422708034515 (0.2265861430628733) | > loss_disc_real_4: 0.22882531583309174 (0.22531284928096063) | > loss_disc_real_5: 0.19883501529693604 (0.21712990426881748) | > loss_0: 2.2876315116882324 (2.3346682949499638) | > grad_norm_0: tensor(11.4399, device='cuda:0') (tensor(20.5316, device='cuda:0')) | > loss_gen: 2.5323750972747803 (2.5252396039890517) | > loss_kl: 1.7632821798324585 (1.863439743265961) | > loss_feat: 7.71032190322876 (7.282348398006324) | > loss_mel: 17.93386459350586 (18.470540212862414) | > loss_duration: 2.1823348999023438 (2.0754927247762645) | > loss_1: 32.12217712402344 (32.21706064542138) | > grad_norm_1: tensor(330.2728, device='cuda:0') (tensor(212.6442, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.4315 (0.3892992969715234) | > loader_time: 0.0055 (0.004407159306786275)  --> TIME: 2024-06-11 04:16:58 -- STEP: 289/330 -- GLOBAL_STEP: 187950 | > loss_disc: 2.456544876098633 (2.337105088580437) | > loss_disc_real_0: 0.1519278585910797 (0.11606782512371928) | > loss_disc_real_1: 0.21676865220069885 (0.199989952843082) | > loss_disc_real_2: 0.2170601338148117 (0.21562992386958177) | > loss_disc_real_3: 0.22433516383171082 (0.2268692519528643) | > loss_disc_real_4: 0.22602665424346924 (0.22550068115074323) | > loss_disc_real_5: 0.2439863681793213 (0.21740281612815324) | > loss_0: 2.456544876098633 (2.337105088580437) | > grad_norm_0: tensor(50.5113, device='cuda:0') (tensor(21.7184, device='cuda:0')) | > loss_gen: 2.2170443534851074 (2.5219817244057836) | > loss_kl: 1.826528787612915 (1.864809805959153) | > loss_feat: 6.606850624084473 (7.2819764968845675) | > loss_mel: 17.128267288208008 (18.421615052800682) | > loss_duration: 2.2312309741973877 (2.0839971064696226) | > loss_1: 30.00992202758789 (32.174380153933214) | > grad_norm_1: tensor(363.5700, device='cuda:0') (tensor(223.9928, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.4523 (0.39380845809065346) | > loader_time: 0.007 (0.004560001168696526)  --> TIME: 2024-06-11 04:17:11 -- STEP: 314/330 -- GLOBAL_STEP: 187975 | > loss_disc: 2.360825777053833 (2.336329415345648) | > loss_disc_real_0: 0.11275824159383774 (0.11646585249502188) | > loss_disc_real_1: 0.18313442170619965 (0.19966280403410552) | > loss_disc_real_2: 0.21666045486927032 (0.2154246858160966) | > loss_disc_real_3: 0.20403702557086945 (0.22670480575720975) | > loss_disc_real_4: 0.2676708400249481 (0.22489913923155724) | > loss_disc_real_5: 0.19785967469215393 (0.2168765605729856) | > loss_0: 2.360825777053833 (2.336329415345648) | > grad_norm_0: tensor(11.8779, device='cuda:0') (tensor(23.0512, device='cuda:0')) | > loss_gen: 2.5134942531585693 (2.5215525687879823) | > loss_kl: 1.7426918745040894 (1.8669210717936222) | > loss_feat: 7.08545446395874 (7.297636944776888) | > loss_mel: 17.351337432861328 (18.37686287217839) | > loss_duration: 2.2735111713409424 (2.09602251667885) | > loss_1: 30.966489791870117 (32.15899596852103) | > grad_norm_1: tensor(325.6760, device='cuda:0') (tensor(235.7977, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.5314 (0.40147139767932294) | > loader_time: 0.0076 (0.004756169713986147)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1974408626556396 (2.1974408626556396) | > loss_disc_real_0: 0.07920774817466736 (0.07920774817466736) | > loss_disc_real_1: 0.14349640905857086 (0.14349640905857086) | > loss_disc_real_2: 0.2581355571746826 (0.2581355571746826) | > loss_disc_real_3: 0.22809572517871857 (0.22809572517871857) | > loss_disc_real_4: 0.2306409627199173 (0.2306409627199173) | > loss_disc_real_5: 0.2140740007162094 (0.2140740007162094) | > loss_0: 2.1974408626556396 (2.1974408626556396) | > loss_gen: 2.514752149581909 (2.514752149581909) | > loss_kl: 1.9216340780258179 (1.9216340780258179) | > loss_feat: 6.842649459838867 (6.842649459838867) | > loss_mel: 16.169031143188477 (16.169031143188477) | > loss_duration: 2.815843105316162 (2.815843105316162) | > loss_1: 30.2639102935791 (30.2639102935791)  --> STEP: 1 | > loss_disc: 2.265974998474121 (2.265974998474121) | > loss_disc_real_0: 0.07416008412837982 (0.07416008412837982) | > loss_disc_real_1: 0.1790517121553421 (0.1790517121553421) | > loss_disc_real_2: 0.1998351365327835 (0.1998351365327835) | > loss_disc_real_3: 0.2636764645576477 (0.2636764645576477) | > loss_disc_real_4: 0.24623316526412964 (0.24623316526412964) | > loss_disc_real_5: 0.2916948199272156 (0.2916948199272156) | > loss_0: 2.265974998474121 (2.265974998474121) | > loss_gen: 2.4450132846832275 (2.4450132846832275) | > loss_kl: 2.5138797760009766 (2.5138797760009766) | > loss_feat: 5.029215335845947 (5.029215335845947) | > loss_mel: 18.89749526977539 (18.89749526977539) | > loss_duration: 2.3670051097869873 (2.3670051097869873) | > loss_1: 31.252607345581055 (31.252607345581055)  --> STEP: 2 | > loss_disc: 2.3263516426086426 (2.296163320541382) | > loss_disc_real_0: 0.10131930559873581 (0.08773969486355782) | > loss_disc_real_1: 0.17116576433181763 (0.17510873824357986) | > loss_disc_real_2: 0.2677662968635559 (0.2338007166981697) | > loss_disc_real_3: 0.2859835922718048 (0.27483002841472626) | > loss_disc_real_4: 0.3146722912788391 (0.2804527282714844) | > loss_disc_real_5: 0.2298043966293335 (0.26074960827827454) | > loss_0: 2.3263516426086426 (2.296163320541382) | > loss_gen: 2.648221015930176 (2.5466171503067017) | > loss_kl: 2.488502264022827 (2.501191020011902) | > loss_feat: 6.276468276977539 (5.652841806411743) | > loss_mel: 19.1757869720459 (19.036641120910645) | > loss_duration: 2.4755778312683105 (2.421291470527649) | > loss_1: 33.06455612182617 (32.15858173370361)  --> STEP: 3 | > loss_disc: 2.1035385131835938 (2.231955051422119) | > loss_disc_real_0: 0.1403093785047531 (0.10526292274395625) | > loss_disc_real_1: 0.12502670288085938 (0.15841472645600638) | > loss_disc_real_2: 0.20629511773586273 (0.22463218371073404) | > loss_disc_real_3: 0.13469788432121277 (0.22811931371688843) | > loss_disc_real_4: 0.1987481266260147 (0.2532178610563278) | > loss_disc_real_5: 0.1689572036266327 (0.23015214006106058) | > loss_0: 2.1035385131835938 (2.231955051422119) | > loss_gen: 2.524517059326172 (2.539250453313192) | > loss_kl: 2.882078170776367 (2.628153403600057) | > loss_feat: 7.8706207275390625 (6.392101446787517) | > loss_mel: 20.45551300048828 (19.50959841410319) | > loss_duration: 2.2297921180725098 (2.3574583530426025) | > loss_1: 35.962520599365234 (33.42656135559082)  --> STEP: 4 | > loss_disc: 2.1541154384613037 (2.2124951481819153) | > loss_disc_real_0: 0.12188766151666641 (0.10941910743713379) | > loss_disc_real_1: 0.1779429167509079 (0.16329677402973175) | > loss_disc_real_2: 0.2519611716270447 (0.2314644306898117) | > loss_disc_real_3: 0.25019583106040955 (0.2336384430527687) | > loss_disc_real_4: 0.20954561233520508 (0.24229979887604713) | > loss_disc_real_5: 0.19514481723308563 (0.22140030935406685) | > loss_0: 2.1541154384613037 (2.2124951481819153) | > loss_gen: 2.5756988525390625 (2.5483625531196594) | > loss_kl: 2.500540256500244 (2.5962501168251038) | > loss_feat: 7.123298645019531 (6.57490074634552) | > loss_mel: 20.36622428894043 (19.7237548828125) | > loss_duration: 2.348081350326538 (2.3551141023635864) | > loss_1: 34.913841247558594 (33.798381328582764)  --> STEP: 5 | > loss_disc: 2.2372794151306152 (2.2174520015716555) | > loss_disc_real_0: 0.17521536350250244 (0.12257835865020753) | > loss_disc_real_1: 0.22868691384792328 (0.17637480199337005) | > loss_disc_real_2: 0.26202547550201416 (0.2375766396522522) | > loss_disc_real_3: 0.22166208922863007 (0.23124317228794097) | > loss_disc_real_4: 0.2483920454978943 (0.24351824820041656) | > loss_disc_real_5: 0.19918560981750488 (0.21695736944675445) | > loss_0: 2.2372794151306152 (2.2174520015716555) | > loss_gen: 2.6763839721679688 (2.5739668369293214) | > loss_kl: 2.271176815032959 (2.531235456466675) | > loss_feat: 4.834360122680664 (6.226792621612549) | > loss_mel: 18.58534812927246 (19.496073532104493) | > loss_duration: 2.3612537384033203 (2.3563420295715334) | > loss_1: 30.72852325439453 (33.18440971374512)  --> STEP: 6 | > loss_disc: 2.1761579513549805 (2.210569659868876) | > loss_disc_real_0: 0.15253426134586334 (0.1275710090994835) | > loss_disc_real_1: 0.1883254051208496 (0.17836656918128332) | > loss_disc_real_2: 0.2952393591403961 (0.24718709290027618) | > loss_disc_real_3: 0.20503811538219452 (0.2268756628036499) | > loss_disc_real_4: 0.23300622403621674 (0.24176624417304993) | > loss_disc_real_5: 0.17589275538921356 (0.21011326710383096) | > loss_0: 2.1761579513549805 (2.210569659868876) | > loss_gen: 2.6703197956085205 (2.5900256633758545) | > loss_kl: 2.2103514671325684 (2.477754791577657) | > loss_feat: 6.236047744750977 (6.22833514213562) | > loss_mel: 20.423370361328125 (19.650623003641766) | > loss_duration: 2.1136550903320312 (2.3158942063649497) | > loss_1: 33.65374755859375 (33.26263268788656)  --> STEP: 7 | > loss_disc: 2.1368234157562256 (2.2000344821384976) | > loss_disc_real_0: 0.11888833343982697 (0.1263306268623897) | > loss_disc_real_1: 0.2261209338903427 (0.18518862128257751) | > loss_disc_real_2: 0.17226575314998627 (0.23648404436452047) | > loss_disc_real_3: 0.30570706725120544 (0.23813729201044356) | > loss_disc_real_4: 0.23154664039611816 (0.24030630077634538) | > loss_disc_real_5: 0.197307750582695 (0.20828390760081156) | > loss_0: 2.1368234157562256 (2.2000344821384976) | > loss_gen: 2.7490668296813965 (2.612745829990932) | > loss_kl: 3.683596611022949 (2.6500179086412703) | > loss_feat: 7.065996170043945 (6.348001003265381) | > loss_mel: 19.77574348449707 (19.668497358049667) | > loss_duration: 2.502138614654541 (2.34250055040632) | > loss_1: 35.77654266357422 (33.62176268441336)  --> STEP: 8 | > loss_disc: 2.2430641651153564 (2.205413192510605) | > loss_disc_real_0: 0.1107281893491745 (0.12438032217323779) | > loss_disc_real_1: 0.1817556768655777 (0.18475950323045254) | > loss_disc_real_2: 0.1829283982515335 (0.2297895886003971) | > loss_disc_real_3: 0.21047088503837585 (0.2346789911389351) | > loss_disc_real_4: 0.18848393857479095 (0.23382850550115108) | > loss_disc_real_5: 0.20869091153144836 (0.20833478309214115) | > loss_0: 2.2430641651153564 (2.205413192510605) | > loss_gen: 2.294015645980835 (2.57290455698967) | > loss_kl: 2.6991875171661377 (2.6561641097068787) | > loss_feat: 8.57316780090332 (6.626146852970123) | > loss_mel: 20.20272445678711 (19.735275745391846) | > loss_duration: 2.2142274379730225 (2.3264664113521576) | > loss_1: 35.98331832885742 (33.91695713996887)  --> STEP: 9 | > loss_disc: 2.1224496364593506 (2.196195019616021) | > loss_disc_real_0: 0.06891675293445587 (0.1182177033689287) | > loss_disc_real_1: 0.16333267092704773 (0.1823787440856298) | > loss_disc_real_2: 0.15618672966957092 (0.22161149316363865) | > loss_disc_real_3: 0.2564927339553833 (0.23710274034076267) | > loss_disc_real_4: 0.2224048525094986 (0.2325592107243008) | > loss_disc_real_5: 0.15824952721595764 (0.20276975466145408) | > loss_0: 2.1224496364593506 (2.196195019616021) | > loss_gen: 2.4381606578826904 (2.5579330126444497) | > loss_kl: 2.654405355453491 (2.6559686925676136) | > loss_feat: 9.249161720275879 (6.917592949337429) | > loss_mel: 19.713695526123047 (19.73287794325087) | > loss_duration: 2.1021432876586914 (2.3015416198306613) | > loss_1: 36.15756607055664 (34.16591368781196)  --> STEP: 10 | > loss_disc: 1.9541763067245483 (2.171993148326874) | > loss_disc_real_0: 0.1272021383047104 (0.11911614686250686) | > loss_disc_real_1: 0.19434136152267456 (0.18357500582933425) | > loss_disc_real_2: 0.2108219563961029 (0.22053253948688506) | > loss_disc_real_3: 0.1769677698612213 (0.23108924329280853) | > loss_disc_real_4: 0.223434716463089 (0.23164676129817963) | > loss_disc_real_5: 0.16704392433166504 (0.1991971716284752) | > loss_0: 1.9541763067245483 (2.171993148326874) | > loss_gen: 2.947202682495117 (2.5968599796295164) | > loss_kl: 2.7260727882385254 (2.6629791021347047) | > loss_feat: 8.374635696411133 (7.0632972240448) | > loss_mel: 19.029874801635742 (19.662577629089355) | > loss_duration: 2.3394389152526855 (2.3053313493728638) | > loss_1: 35.4172248840332 (34.29104480743408)  --> STEP: 11 | > loss_disc: 2.45263671875 (2.1975062001835215) | > loss_disc_real_0: 0.0967719703912735 (0.11708485809239474) | > loss_disc_real_1: 0.1675081104040146 (0.18211437897248703) | > loss_disc_real_2: 0.24939298629760742 (0.223156216469678) | > loss_disc_real_3: 0.2895429730415344 (0.2364032187245109) | > loss_disc_real_4: 0.26965582370758057 (0.23510213060812515) | > loss_disc_real_5: 0.22681811451911926 (0.20170816643671555) | > loss_0: 2.45263671875 (2.1975062001835215) | > loss_gen: 2.502974033355713 (2.5883248936046255) | > loss_kl: 2.8418638706207275 (2.679241353815252) | > loss_feat: 6.424247741699219 (7.005201816558838) | > loss_mel: 18.644306182861328 (19.570007497614082) | > loss_duration: 2.499379873275757 (2.322972124273127) | > loss_1: 32.91276931762695 (34.16574703563344)  --> STEP: 12 | > loss_disc: 1.9886305332183838 (2.1800998946030936) | > loss_disc_real_0: 0.05849410966038704 (0.11220229572306077) | > loss_disc_real_1: 0.1250293254852295 (0.17735729118188223) | > loss_disc_real_2: 0.28839612007141113 (0.22859287510315576) | > loss_disc_real_3: 0.20287607610225677 (0.2336092901726564) | > loss_disc_real_4: 0.2199496328830719 (0.23383942246437073) | > loss_disc_real_5: 0.22265121340751648 (0.20345342035094896) | > loss_0: 1.9886305332183838 (2.1800998946030936) | > loss_gen: 2.7757654190063477 (2.603944937388102) | > loss_kl: 2.443403482437134 (2.6595881978670755) | > loss_feat: 7.156872272491455 (7.01784102121989) | > loss_mel: 19.98663330078125 (19.60472631454468) | > loss_duration: 2.286862850189209 (2.319963018099467) | > loss_1: 34.6495361328125 (34.2060627937317)  --> STEP: 13 | > loss_disc: 2.2879152297973633 (2.1883933819257297) | > loss_disc_real_0: 0.06682263314723969 (0.1087115524479976) | > loss_disc_real_1: 0.21404682099819183 (0.18017956270621374) | > loss_disc_real_2: 0.25842776894569397 (0.23088786693719718) | > loss_disc_real_3: 0.18809939920902252 (0.23010852932929993) | > loss_disc_real_4: 0.19071786105632782 (0.23052237927913666) | > loss_disc_real_5: 0.1835842728614807 (0.20192502439022064) | > loss_0: 2.2879152297973633 (2.1883933819257297) | > loss_gen: 2.4255425930023193 (2.5902216801276574) | > loss_kl: 2.5971715450286865 (2.654786916879507) | > loss_feat: 7.802133083343506 (7.078171179844783) | > loss_mel: 18.2742977142334 (19.502385652982277) | > loss_duration: 2.221191883087158 (2.3123652384831357) | > loss_1: 33.32033920288086 (34.1379302098201)  --> STEP: 14 | > loss_disc: 2.2524609565734863 (2.192969637257712) | > loss_disc_real_0: 0.09249572455883026 (0.1075532790273428) | > loss_disc_real_1: 0.21214358508586884 (0.18246270716190338) | > loss_disc_real_2: 0.1990332156419754 (0.2286125347018242) | > loss_disc_real_3: 0.25632041692733765 (0.23198080701487406) | > loss_disc_real_4: 0.22056086361408234 (0.22981084244591848) | > loss_disc_real_5: 0.24717523157596588 (0.2051571820463453) | > loss_0: 2.2524609565734863 (2.192969637257712) | > loss_gen: 2.5212671756744385 (2.5852963583809987) | > loss_kl: 2.83276104927063 (2.6674993549074446) | > loss_feat: 7.518579483032227 (7.109628915786743) | > loss_mel: 19.449419021606445 (19.498602322169717) | > loss_duration: 2.2580111026763916 (2.3084828002112254) | > loss_1: 34.58003616333008 (34.16950920649938)  --> STEP: 15 | > loss_disc: 2.3218994140625 (2.2015649557113646) | > loss_disc_real_0: 0.11460170894861221 (0.10802317435542742) | > loss_disc_real_1: 0.12591879069805145 (0.17869311273097993) | > loss_disc_real_2: 0.2666541039943695 (0.2311486393213272) | > loss_disc_real_3: 0.22708243131637573 (0.23165424863497416) | > loss_disc_real_4: 0.20338882505893707 (0.22804937462011973) | > loss_disc_real_5: 0.20414020121097565 (0.20508938332398732) | > loss_0: 2.3218994140625 (2.2015649557113646) | > loss_gen: 2.2237987518310547 (2.561196517944336) | > loss_kl: 3.1088552474975586 (2.696923081080119) | > loss_feat: 8.168844223022461 (7.180243269602458) | > loss_mel: 19.29062271118164 (19.484737014770513) | > loss_duration: 2.3192882537841797 (2.3092031637827555) | > loss_1: 35.111412048339844 (34.23230272928874)  --> STEP: 16 | > loss_disc: 2.696702003479004 (2.232511021196842) | > loss_disc_real_0: 0.09063655138015747 (0.10693651041947305) | > loss_disc_real_1: 0.22938908636569977 (0.1818616110831499) | > loss_disc_real_2: 0.2492208331823349 (0.2322781514376402) | > loss_disc_real_3: 0.22889918088912964 (0.23148205690085888) | > loss_disc_real_4: 0.32653161883354187 (0.23420451488345861) | > loss_disc_real_5: 0.28343239426612854 (0.20998582150787115) | > loss_0: 2.696702003479004 (2.232511021196842) | > loss_gen: 2.198613166809082 (2.5385350584983826) | > loss_kl: 2.756608724594116 (2.7006534337997437) | > loss_feat: 5.670741558074951 (7.0858994126319885) | > loss_mel: 14.724224090576172 (19.187204957008365) | > loss_duration: 2.357123374938965 (2.3121981769800186) | > loss_1: 27.70730972290039 (33.824490666389465)  --> STEP: 17 | > loss_disc: 2.2616658210754395 (2.234226009424995) | > loss_disc_real_0: 0.03910373896360397 (0.10294634739265722) | > loss_disc_real_1: 0.11477897316217422 (0.17791557355838664) | > loss_disc_real_2: 0.25201570987701416 (0.23343918428701513) | > loss_disc_real_3: 0.2123304307460785 (0.23035549065646002) | > loss_disc_real_4: 0.15313278138637543 (0.22943558938363018) | > loss_disc_real_5: 0.2064957320690155 (0.20978052212911494) | > loss_0: 2.2616658210754395 (2.234226009424995) | > loss_gen: 2.18839955329895 (2.5179388523101807) | > loss_kl: 2.0710299015045166 (2.663616755429436) | > loss_feat: 7.716904640197754 (7.123017367194681) | > loss_mel: 19.631542205810547 (19.213342442232022) | > loss_duration: 2.4403076171875 (2.3197340264039883) | > loss_1: 34.04818344116211 (33.837649064905506)  --> STEP: 18 | > loss_disc: 2.3933632373809814 (2.243066966533661) | > loss_disc_real_0: 0.12992173433303833 (0.10444498000045617) | > loss_disc_real_1: 0.19225449860095978 (0.17871218050519624) | > loss_disc_real_2: 0.1585005670785904 (0.22927592777543598) | > loss_disc_real_3: 0.2685401439666748 (0.2324768602848053) | > loss_disc_real_4: 0.2686660885810852 (0.23161506156126657) | > loss_disc_real_5: 0.2128111720085144 (0.20994889156685936) | > loss_0: 2.3933632373809814 (2.243066966533661) | > loss_gen: 2.34310245513916 (2.5082257191340127) | > loss_kl: 2.3738551139831543 (2.6475188864601984) | > loss_feat: 9.344945907592773 (7.2464578416612415) | > loss_mel: 18.811559677124023 (19.1910211775038) | > loss_duration: 2.247633934020996 (2.315728465716044) | > loss_1: 35.121097564697266 (33.90895175933838)  --> STEP: 19 | > loss_disc: 2.372971296310425 (2.2499040365219116) | > loss_disc_real_0: 0.13213631510734558 (0.10590241869029246) | > loss_disc_real_1: 0.24181360006332397 (0.18203330785036087) | > loss_disc_real_2: 0.25388580560684204 (0.23057118450340472) | > loss_disc_real_3: 0.22641050815582275 (0.23215757859380623) | > loss_disc_real_4: 0.20503878593444824 (0.23021631021248667) | > loss_disc_real_5: 0.2065511792898178 (0.2097700646049098) | > loss_0: 2.372971296310425 (2.2499040365219116) | > loss_gen: 2.402146339416504 (2.502642593885723) | > loss_kl: 1.9057968854904175 (2.6084808864091573) | > loss_feat: 7.066770553588867 (7.237000615973222) | > loss_mel: 16.963605880737305 (19.073788793463457) | > loss_duration: 2.324131965637207 (2.316170755185579) | > loss_1: 30.66244888305664 (33.7380831869025)  --> STEP: 20 | > loss_disc: 2.1877336502075195 (2.246795517206192) | > loss_disc_real_0: 0.11813753843307495 (0.10651417467743159) | > loss_disc_real_1: 0.19960972666740417 (0.18291212879121305) | > loss_disc_real_2: 0.2179243117570877 (0.22993884086608887) | > loss_disc_real_3: 0.20464354753494263 (0.23078187704086303) | > loss_disc_real_4: 0.16174912452697754 (0.22679295092821122) | > loss_disc_real_5: 0.18163412809371948 (0.20836326777935027) | > loss_0: 2.1877336502075195 (2.246795517206192) | > loss_gen: 2.3990416526794434 (2.497462546825409) | > loss_kl: 2.162921667098999 (2.5862029254436494) | > loss_feat: 7.197854042053223 (7.235043287277222) | > loss_mel: 19.46319580078125 (19.093259143829346) | > loss_duration: 2.3159143924713135 (2.3161579370498657) | > loss_1: 33.5389289855957 (33.72812547683716)  --> STEP: 21 | > loss_disc: 2.2081797122955322 (2.2449566693533036) | > loss_disc_real_0: 0.07633998990058899 (0.10507730873567718) | > loss_disc_real_1: 0.20241431891918182 (0.18384080451159251) | > loss_disc_real_2: 0.22785508632659912 (0.2298396144594465) | > loss_disc_real_3: 0.26222699880599976 (0.23227926379158384) | > loss_disc_real_4: 0.2166905403137207 (0.22631188375609262) | > loss_disc_real_5: 0.18390609323978424 (0.20719864042032332) | > loss_0: 2.2081797122955322 (2.2449566693533036) | > loss_gen: 2.6763930320739746 (2.5059830461229597) | > loss_kl: 2.6863420009613037 (2.590971452849252) | > loss_feat: 8.200115203857422 (7.28099909282866) | > loss_mel: 18.457481384277344 (19.062984012422106) | > loss_duration: 2.161956310272217 (2.3088150024414062) | > loss_1: 34.182289123535156 (33.74975231715611)  --> STEP: 22 | > loss_disc: 1.914299488067627 (2.229926797476682) | > loss_disc_real_0: 0.0766664370894432 (0.10378590547903017) | > loss_disc_real_1: 0.08274029940366745 (0.17924532700668683) | > loss_disc_real_2: 0.18738558888435364 (0.227909886024215) | > loss_disc_real_3: 0.17170476913452148 (0.22952587767080826) | > loss_disc_real_4: 0.18891936540603638 (0.22461222383109006) | > loss_disc_real_5: 0.18518385291099548 (0.2061979682608084) | > loss_0: 1.914299488067627 (2.229926797476682) | > loss_gen: 2.720430612564087 (2.5157306627793745) | > loss_kl: 2.184926748275757 (2.5725148753686384) | > loss_feat: 9.691441535949707 (7.390564658425071) | > loss_mel: 19.976642608642578 (19.104513948613945) | > loss_duration: 2.165621280670166 (2.30230619690635) | > loss_1: 36.73906707763672 (33.88563026081432)  --> STEP: 23 | > loss_disc: 2.4133856296539307 (2.23790326844091) | > loss_disc_real_0: 0.14015580713748932 (0.1053672055511371) | > loss_disc_real_1: 0.19071123003959656 (0.1797438445298568) | > loss_disc_real_2: 0.2069714516401291 (0.22699951931186343) | > loss_disc_real_3: 0.26750674843788147 (0.23117721987807233) | > loss_disc_real_4: 0.27073100209236145 (0.22661738810331924) | > loss_disc_real_5: 0.2326817363500595 (0.20734943643860196) | > loss_0: 2.4133856296539307 (2.23790326844091) | > loss_gen: 2.3680765628814697 (2.5093109193055527) | > loss_kl: 2.340017795562744 (2.5624063066814258) | > loss_feat: 8.110930442810059 (7.42188490992007) | > loss_mel: 19.02046012878418 (19.1008594347083) | > loss_duration: 2.2978670597076416 (2.302113190941189) | > loss_1: 34.137351989746094 (33.89657468381135)  --> STEP: 24 | > loss_disc: 2.328504800796509 (2.24167833228906) | > loss_disc_real_0: 0.1935640424489975 (0.10904207375521462) | > loss_disc_real_1: 0.1737973690032959 (0.1794960747162501) | > loss_disc_real_2: 0.30886131525039673 (0.230410427475969) | > loss_disc_real_3: 0.2613759934902191 (0.23243550211191177) | > loss_disc_real_4: 0.22749879956245422 (0.22665411358078322) | > loss_disc_real_5: 0.24330776929855347 (0.2088477003077666) | > loss_0: 2.328504800796509 (2.24167833228906) | > loss_gen: 2.5447494983673096 (2.510787526766459) | > loss_kl: 2.549140691757202 (2.5618535727262497) | > loss_feat: 6.8305463790893555 (7.397245804468791) | > loss_mel: 18.137500762939453 (19.060719490051266) | > loss_duration: 2.395671844482422 (2.306011468172074) | > loss_1: 32.457611083984375 (33.836617867151894)  --> STEP: 25 | > loss_disc: 2.62496280670166 (2.257009711265564) | > loss_disc_real_0: 0.15776798129081726 (0.11099111005663871) | > loss_disc_real_1: 0.21614991128444672 (0.18096222817897797) | > loss_disc_real_2: 0.32002031803131104 (0.23399482309818267) | > loss_disc_real_3: 0.27345606684684753 (0.2340763247013092) | > loss_disc_real_4: 0.26750144362449646 (0.22828800678253175) | > loss_disc_real_5: 0.17801034450531006 (0.20761420607566833) | > loss_0: 2.62496280670166 (2.257009711265564) | > loss_gen: 2.3223912715911865 (2.503251676559448) | > loss_kl: 2.236950635910034 (2.548857455253601) | > loss_feat: 9.601426124572754 (7.48541301727295) | > loss_mel: 17.53641700744629 (18.999747390747064) | > loss_duration: 2.3274314403533936 (2.306868267059327) | > loss_1: 34.02461624145508 (33.844137802124024)  --> STEP: 26 | > loss_disc: 2.590153217315674 (2.269822923036722) | > loss_disc_real_0: 0.1480877846479416 (0.11241790523322728) | > loss_disc_real_1: 0.34586429595947266 (0.1873046154013047) | > loss_disc_real_2: 0.3113248646259308 (0.23696905546463454) | > loss_disc_real_3: 0.1548333317041397 (0.23102851727834114) | > loss_disc_real_4: 0.16306312382221222 (0.22577935743790406) | > loss_disc_real_5: 0.13438615202903748 (0.20479774245849022) | > loss_0: 2.590153217315674 (2.269822923036722) | > loss_gen: 2.1803102493286133 (2.4908308524351854) | > loss_kl: 2.1271650791168213 (2.532638517709879) | > loss_feat: 11.391199111938477 (7.635635559375469) | > loss_mel: 20.927406311035156 (19.07388811845045) | > loss_duration: 2.2605528831481934 (2.305086906139668) | > loss_1: 38.88663101196289 (34.03807984865629) --> EVAL PERFORMANCE | > avg_loader_time: 0.002476086983313928 (+0.00013139614692101158) | > avg_loss_disc: 2.269822923036722 (-0.19899944617197995) | > avg_loss_disc_real_0: 0.11241790523322728 (-0.038471716671035855) | > avg_loss_disc_real_1: 0.1873046154013047 (-0.061133449467328876) | > avg_loss_disc_real_2: 0.23696905546463454 (+0.018298357152021855) | > avg_loss_disc_real_3: 0.23102851727834114 (-0.0015237617951173177) | > avg_loss_disc_real_4: 0.22577935743790406 (-0.030688299582554868) | > avg_loss_disc_real_5: 0.20479774245849022 (-0.044925419756999485) | > avg_loss_0: 2.269822923036722 (-0.19899944617197995) | > avg_loss_gen: 2.4908308524351854 (+0.05205279588699252) | > avg_loss_kl: 2.532638517709879 (+0.1454180616598868) | > avg_loss_feat: 7.635635559375469 (+1.1087786967937756) | > avg_loss_mel: 19.07388811845045 (+0.9441631757295994) | > avg_loss_duration: 2.305086906139668 (+0.0048947976185731434) | > avg_loss_1: 34.03807984865629 (+2.2553073442899283)  > EPOCH: 303/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:17:38)   --> TIME: 2024-06-11 04:17:42 -- STEP: 9/330 -- GLOBAL_STEP: 188000 | > loss_disc: 2.4499518871307373 (2.3050595919291177) | > loss_disc_real_0: 0.09224628657102585 (0.10424898813168208) | > loss_disc_real_1: 0.26149824261665344 (0.19344492587778303) | > loss_disc_real_2: 0.2431877851486206 (0.21994621223873562) | > loss_disc_real_3: 0.2408953756093979 (0.228114515542984) | > loss_disc_real_4: 0.23652514815330505 (0.22449089421166313) | > loss_disc_real_5: 0.22391577064990997 (0.2225708845588896) | > loss_0: 2.4499518871307373 (2.3050595919291177) | > grad_norm_0: tensor(7.1849, device='cuda:0') (tensor(10.0660, device='cuda:0')) | > loss_gen: 2.4295222759246826 (2.538648976220025) | > loss_kl: 1.731236457824707 (1.744473722245958) | > loss_feat: 6.0693888664245605 (6.8639745182461205) | > loss_mel: 18.30577278137207 (18.622079637315537) | > loss_duration: 2.130307674407959 (2.212690485848321) | > loss_1: 30.666227340698242 (31.98186704847548) | > grad_norm_1: tensor(102.4300, device='cuda:0') (tensor(98.3089, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.343 (0.3504129515753852) | > loader_time: 0.0029 (0.003422604666815864) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_188000.pth  --> TIME: 2024-06-11 04:17:56 -- STEP: 34/330 -- GLOBAL_STEP: 188025 | > loss_disc: 2.2948954105377197 (2.2913696625653426) | > loss_disc_real_0: 0.11420293152332306 (0.10702603419913966) | > loss_disc_real_1: 0.201858788728714 (0.1965908070697504) | > loss_disc_real_2: 0.19148613512516022 (0.21459080760969834) | > loss_disc_real_3: 0.2152971476316452 (0.2228546116281958) | > loss_disc_real_4: 0.2148587554693222 (0.2225966116084772) | > loss_disc_real_5: 0.20791131258010864 (0.21203021266881159) | > loss_0: 2.2948954105377197 (2.2913696625653426) | > grad_norm_0: tensor(7.0850, device='cuda:0') (tensor(9.1527, device='cuda:0')) | > loss_gen: 2.6087043285369873 (2.552720273242277) | > loss_kl: 1.7294955253601074 (1.8401291300268734) | > loss_feat: 7.740026473999023 (7.2971172052271225) | > loss_mel: 18.149234771728516 (18.534495802486646) | > loss_duration: 2.072032928466797 (2.089035514523001) | > loss_1: 32.29949188232422 (32.31349726284251) | > grad_norm_1: tensor(53.0203, device='cuda:0') (tensor(109.7695, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.35 (0.3542478014441097) | > loader_time: 0.0035 (0.003377668997820686)  --> TIME: 2024-06-11 04:18:05 -- STEP: 59/330 -- GLOBAL_STEP: 188050 | > loss_disc: 2.3654656410217285 (2.310786033080796) | > loss_disc_real_0: 0.12084366381168365 (0.11024961974156106) | > loss_disc_real_1: 0.20178785920143127 (0.19789469317864564) | > loss_disc_real_2: 0.263630211353302 (0.2164580473455332) | > loss_disc_real_3: 0.234259694814682 (0.22562891068094867) | > loss_disc_real_4: 0.2195470929145813 (0.22304258053585635) | > loss_disc_real_5: 0.23115362226963043 (0.21590047721135414) | > loss_0: 2.3654656410217285 (2.310786033080796) | > grad_norm_0: tensor(23.6575, device='cuda:0') (tensor(10.9394, device='cuda:0')) | > loss_gen: 2.398754358291626 (2.551348431635711) | > loss_kl: 1.7585391998291016 (1.8382587109581898) | > loss_feat: 7.072744846343994 (7.3109128434779285) | > loss_mel: 17.844242095947266 (18.592279822139417) | > loss_duration: 1.988297700881958 (2.0581014338186225) | > loss_1: 31.062578201293945 (32.350901070287684) | > grad_norm_1: tensor(307.4940, device='cuda:0') (tensor(138.4716, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.3621 (0.35645212561397216) | > loader_time: 0.0042 (0.003487526360204664)  --> TIME: 2024-06-11 04:18:14 -- STEP: 84/330 -- GLOBAL_STEP: 188075 | > loss_disc: 2.3185558319091797 (2.3080088070460727) | > loss_disc_real_0: 0.11526352167129517 (0.1094461510046607) | > loss_disc_real_1: 0.17642024159431458 (0.19723066244096973) | > loss_disc_real_2: 0.24680161476135254 (0.21393907353991554) | > loss_disc_real_3: 0.23332105576992035 (0.2270022671492327) | > loss_disc_real_4: 0.2358032464981079 (0.22461923566602526) | > loss_disc_real_5: 0.24073560535907745 (0.21562643952312924) | > loss_0: 2.3185558319091797 (2.3080088070460727) | > grad_norm_0: tensor(41.9123, device='cuda:0') (tensor(13.7093, device='cuda:0')) | > loss_gen: 2.535135507583618 (2.5619537064007356) | > loss_kl: 1.9156750440597534 (1.8566372579052335) | > loss_feat: 7.660915374755859 (7.374894312449864) | > loss_mel: 18.90880584716797 (18.568140484037855) | > loss_duration: 2.0940194129943848 (2.0456288783323187) | > loss_1: 33.11455154418945 (32.40725446882703) | > grad_norm_1: tensor(238.5467, device='cuda:0') (tensor(175.1855, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.3745 (0.35875984600612093) | > loader_time: 0.0038 (0.0035758387474786667)  --> TIME: 2024-06-11 04:18:23 -- STEP: 109/330 -- GLOBAL_STEP: 188100 | > loss_disc: 2.336303234100342 (2.3117347791654255) | > loss_disc_real_0: 0.12041844427585602 (0.10959924135459673) | > loss_disc_real_1: 0.1802903562784195 (0.19822967982073436) | > loss_disc_real_2: 0.21860221028327942 (0.2143992424831478) | > loss_disc_real_3: 0.21635103225708008 (0.22620501348731714) | > loss_disc_real_4: 0.19828541576862335 (0.2230048347777183) | > loss_disc_real_5: 0.21919368207454681 (0.2161900202888961) | > loss_0: 2.336303234100342 (2.3117347791654255) | > grad_norm_0: tensor(38.3876, device='cuda:0') (tensor(16.2059, device='cuda:0')) | > loss_gen: 2.469449043273926 (2.5601548886080416) | > loss_kl: 1.8636635541915894 (1.8580366854273944) | > loss_feat: 7.236063003540039 (7.366688378360293) | > loss_mel: 18.161907196044922 (18.53970546897398) | > loss_duration: 1.9844059944152832 (2.0433103567963333) | > loss_1: 31.71548843383789 (32.367895633802505) | > grad_norm_1: tensor(442.5962, device='cuda:0') (tensor(198.8926, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.3635 (0.3603855623017757) | > loader_time: 0.004 (0.00369645039969628)  --> TIME: 2024-06-11 04:18:33 -- STEP: 134/330 -- GLOBAL_STEP: 188125 | > loss_disc: 2.186051845550537 (2.305738523824891) | > loss_disc_real_0: 0.1168154925107956 (0.10782400974586828) | > loss_disc_real_1: 0.15235985815525055 (0.19768296949454203) | > loss_disc_real_2: 0.18603329360485077 (0.21389616469838724) | > loss_disc_real_3: 0.2169836014509201 (0.22608161439646535) | > loss_disc_real_4: 0.20113645493984222 (0.22251563130029992) | > loss_disc_real_5: 0.16942332684993744 (0.21593115134025687) | > loss_0: 2.186051845550537 (2.305738523824891) | > grad_norm_0: tensor(35.6983, device='cuda:0') (tensor(17.5145, device='cuda:0')) | > loss_gen: 2.718641757965088 (2.563894613465268) | > loss_kl: 1.9214195013046265 (1.856924427979028) | > loss_feat: 8.160074234008789 (7.382303124043479) | > loss_mel: 18.457571029663086 (18.531897189012213) | > loss_duration: 2.060713768005371 (2.046119012049773) | > loss_1: 33.31842041015625 (32.38113821798295) | > grad_norm_1: tensor(323.9844, device='cuda:0') (tensor(213.9424, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.3715 (0.3620196776603585) | > loader_time: 0.0045 (0.003847899721629584)  --> TIME: 2024-06-11 04:18:42 -- STEP: 159/330 -- GLOBAL_STEP: 188150 | > loss_disc: 2.204282760620117 (2.309260638254994) | > loss_disc_real_0: 0.06693977862596512 (0.10882471558058036) | > loss_disc_real_1: 0.16787810623645782 (0.1972091793076797) | > loss_disc_real_2: 0.19475948810577393 (0.21351512141947476) | > loss_disc_real_3: 0.22070413827896118 (0.2267846721898085) | > loss_disc_real_4: 0.19796790182590485 (0.22317569651318797) | > loss_disc_real_5: 0.1829705685377121 (0.21638135996254734) | > loss_0: 2.204282760620117 (2.309260638254994) | > grad_norm_0: tensor(19.5553, device='cuda:0') (tensor(18.5599, device='cuda:0')) | > loss_gen: 2.6672816276550293 (2.556864240634367) | > loss_kl: 1.9708435535430908 (1.856545625992541) | > loss_feat: 8.012205123901367 (7.368497260711478) | > loss_mel: 19.133480072021484 (18.50410767321316) | > loss_duration: 2.0473928451538086 (2.0474451113047087) | > loss_1: 33.83120346069336 (32.33345981813825) | > grad_norm_1: tensor(344.0524, device='cuda:0') (tensor(224.9122, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.3647 (0.36420996533999656) | > loader_time: 0.0048 (0.003953573838719781)  --> TIME: 2024-06-11 04:18:52 -- STEP: 184/330 -- GLOBAL_STEP: 188175 | > loss_disc: 2.407259464263916 (2.3129603875719993) | > loss_disc_real_0: 0.11573094129562378 (0.10971997285504705) | > loss_disc_real_1: 0.19956859946250916 (0.19778991587783978) | > loss_disc_real_2: 0.28918078541755676 (0.21443265959944413) | > loss_disc_real_3: 0.21056367456912994 (0.22628035833654198) | > loss_disc_real_4: 0.2213183492422104 (0.2234589551454005) | > loss_disc_real_5: 0.2238253653049469 (0.21693348390576633) | > loss_0: 2.407259464263916 (2.3129603875719993) | > grad_norm_0: tensor(23.3593, device='cuda:0') (tensor(19.1615, device='cuda:0')) | > loss_gen: 2.380216121673584 (2.552575787772304) | > loss_kl: 1.8048810958862305 (1.858326181769371) | > loss_feat: 6.764923572540283 (7.344396373499995) | > loss_mel: 17.204608917236328 (18.487968621046633) | > loss_duration: 2.07672119140625 (2.052572692218034) | > loss_1: 30.231351852416992 (32.29583963103915) | > grad_norm_1: tensor(363.3075, device='cuda:0') (tensor(232.1451, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.3898 (0.36818951886633167) | > loader_time: 0.0045 (0.004050612449645995)  --> TIME: 2024-06-11 04:19:03 -- STEP: 209/330 -- GLOBAL_STEP: 188200 | > loss_disc: 2.3212368488311768 (2.3167749409470266) | > loss_disc_real_0: 0.14337629079818726 (0.11143249939931066) | > loss_disc_real_1: 0.21891607344150543 (0.19858770878121043) | > loss_disc_real_2: 0.21439902484416962 (0.2141735342701086) | > loss_disc_real_3: 0.26663604378700256 (0.22634610640660427) | > loss_disc_real_4: 0.22991402447223663 (0.223132309588519) | > loss_disc_real_5: 0.23041953146457672 (0.21636146043191115) | > loss_0: 2.3212368488311768 (2.3167749409470266) | > grad_norm_0: tensor(25.9214, device='cuda:0') (tensor(21.2327, device='cuda:0')) | > loss_gen: 2.7957589626312256 (2.5529046252583774) | > loss_kl: 1.8849939107894897 (1.8610617042158208) | > loss_feat: 7.251870155334473 (7.348195114774567) | > loss_mel: 17.718109130859375 (18.466990493701392) | > loss_duration: 2.1290483474731445 (2.0593003679120363) | > loss_1: 31.779781341552734 (32.288452267076394) | > grad_norm_1: tensor(551.6476, device='cuda:0') (tensor(248.1366, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.4022 (0.37191990688086696) | > loader_time: 0.0051 (0.004167081066295863)  --> TIME: 2024-06-11 04:19:13 -- STEP: 234/330 -- GLOBAL_STEP: 188225 | > loss_disc: 2.3323328495025635 (2.3175590690384573) | > loss_disc_real_0: 0.19859088957309723 (0.11211860472829933) | > loss_disc_real_1: 0.22206999361515045 (0.1986191394364732) | > loss_disc_real_2: 0.22570748627185822 (0.21353723580001766) | > loss_disc_real_3: 0.22369752824306488 (0.22659362324027935) | > loss_disc_real_4: 0.2296779751777649 (0.2235370617136996) | > loss_disc_real_5: 0.24008600413799286 (0.21645841078880507) | > loss_0: 2.3323328495025635 (2.3175590690384573) | > grad_norm_0: tensor(63.2227, device='cuda:0') (tensor(22.5470, device='cuda:0')) | > loss_gen: 2.6777501106262207 (2.5549532562239556) | > loss_kl: 1.7998095750808716 (1.8591444991592667) | > loss_feat: 7.145377159118652 (7.340179816270486) | > loss_mel: 18.080123901367188 (18.444231139289002) | > loss_duration: 2.1296637058258057 (2.066999160326444) | > loss_1: 31.83272361755371 (32.26550781217395) | > grad_norm_1: tensor(299.7915, device='cuda:0') (tensor(255.7415, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.4113 (0.37578560348249906) | > loader_time: 0.0056 (0.004291233853397207)  --> TIME: 2024-06-11 04:19:24 -- STEP: 259/330 -- GLOBAL_STEP: 188250 | > loss_disc: 2.3631515502929688 (2.317503464267982) | > loss_disc_real_0: 0.06253713369369507 (0.1112181652466763) | > loss_disc_real_1: 0.2026418149471283 (0.19840981135267088) | > loss_disc_real_2: 0.2395981103181839 (0.21388551696387037) | > loss_disc_real_3: 0.23137669265270233 (0.22666802104835804) | > loss_disc_real_4: 0.2733192443847656 (0.2237369171901099) | > loss_disc_real_5: 0.2448655664920807 (0.21670633554458618) | > loss_0: 2.3631515502929688 (2.317503464267982) | > grad_norm_0: tensor(31.1308, device='cuda:0') (tensor(23.6874, device='cuda:0')) | > loss_gen: 2.4733519554138184 (2.560477334099847) | > loss_kl: 1.8669787645339966 (1.8614678617609974) | > loss_feat: 7.634087562561035 (7.365215960616771) | > loss_mel: 18.395360946655273 (18.423000895378664) | > loss_duration: 2.174814224243164 (2.0739779941823953) | > loss_1: 32.544593811035156 (32.28413998666415) | > grad_norm_1: tensor(393.6926, device='cuda:0') (tensor(265.1900, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.4196 (0.38047503136299754) | > loader_time: 0.0059 (0.004440888474806857)  --> TIME: 2024-06-11 04:19:35 -- STEP: 284/330 -- GLOBAL_STEP: 188275 | > loss_disc: 2.3416152000427246 (2.3192587427690006) | > loss_disc_real_0: 0.10076121240854263 (0.11251207228592586) | > loss_disc_real_1: 0.2136387676000595 (0.19876390039710934) | > loss_disc_real_2: 0.2594577372074127 (0.21409186164677982) | > loss_disc_real_3: 0.25447627902030945 (0.226684807944046) | > loss_disc_real_4: 0.22832831740379333 (0.22313022555809628) | > loss_disc_real_5: 0.2060302048921585 (0.21640453246277822) | > loss_0: 2.3416152000427246 (2.3192587427690006) | > grad_norm_0: tensor(22.8221, device='cuda:0') (tensor(25.3732, device='cuda:0')) | > loss_gen: 2.608787775039673 (2.5608381721335403) | > loss_kl: 1.8740214109420776 (1.86565526438431) | > loss_feat: 7.4313812255859375 (7.374721120780622) | > loss_mel: 18.772851943969727 (18.395886898040768) | > loss_duration: 2.1648526191711426 (2.082505666034322) | > loss_1: 32.85189437866211 (32.279607034065336) | > grad_norm_1: tensor(195.9929, device='cuda:0') (tensor(275.5014, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.4431 (0.38604872495355735) | > loader_time: 0.0072 (0.004596069665022301)  --> TIME: 2024-06-11 04:19:48 -- STEP: 309/330 -- GLOBAL_STEP: 188300 | > loss_disc: 2.3828532695770264 (2.321188611120083) | > loss_disc_real_0: 0.14079135656356812 (0.11332935432400135) | > loss_disc_real_1: 0.2069736272096634 (0.1991927432300204) | > loss_disc_real_2: 0.23714451491832733 (0.21395782311371614) | > loss_disc_real_3: 0.24399951100349426 (0.22668148852089082) | > loss_disc_real_4: 0.2445543259382248 (0.22356021910616494) | > loss_disc_real_5: 0.21013134717941284 (0.21660240172954054) | > loss_0: 2.3828532695770264 (2.321188611120083) | > grad_norm_0: tensor(26.8001, device='cuda:0') (tensor(25.5836, device='cuda:0')) | > loss_gen: 2.5045716762542725 (2.55629479692206) | > loss_kl: 1.7127912044525146 (1.8696478323643262) | > loss_feat: 6.7981719970703125 (7.374677039272963) | > loss_mel: 17.220060348510742 (18.353939642798174) | > loss_duration: 2.240830898284912 (2.0932627974204645) | > loss_1: 30.47642707824707 (32.24782204242199) | > grad_norm_1: tensor(60.2939, device='cuda:0') (tensor(278.3009, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.501 (0.39343852595603956) | > loader_time: 0.0073 (0.004778195353387631)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.216996192932129 (2.216996192932129) | > loss_disc_real_0: 0.10450388491153717 (0.10450388491153717) | > loss_disc_real_1: 0.21856898069381714 (0.21856898069381714) | > loss_disc_real_2: 0.2179323136806488 (0.2179323136806488) | > loss_disc_real_3: 0.18976816534996033 (0.18976816534996033) | > loss_disc_real_4: 0.19295258820056915 (0.19295258820056915) | > loss_disc_real_5: 0.2262868583202362 (0.2262868583202362) | > loss_0: 2.216996192932129 (2.216996192932129) | > loss_gen: 2.5144922733306885 (2.5144922733306885) | > loss_kl: 2.0679006576538086 (2.0679006576538086) | > loss_feat: 7.961934566497803 (7.961934566497803) | > loss_mel: 19.576208114624023 (19.576208114624023) | > loss_duration: 2.7816553115844727 (2.7816553115844727) | > loss_1: 34.902191162109375 (34.902191162109375)  --> STEP: 1 | > loss_disc: 2.2150087356567383 (2.2150087356567383) | > loss_disc_real_0: 0.09223359823226929 (0.09223359823226929) | > loss_disc_real_1: 0.2127080261707306 (0.2127080261707306) | > loss_disc_real_2: 0.166635662317276 (0.166635662317276) | > loss_disc_real_3: 0.22232459485530853 (0.22232459485530853) | > loss_disc_real_4: 0.2229619175195694 (0.2229619175195694) | > loss_disc_real_5: 0.20140013098716736 (0.20140013098716736) | > loss_0: 2.2150087356567383 (2.2150087356567383) | > loss_gen: 2.4686450958251953 (2.4686450958251953) | > loss_kl: 2.691378355026245 (2.691378355026245) | > loss_feat: 7.723382472991943 (7.723382472991943) | > loss_mel: 18.13130760192871 (18.13130760192871) | > loss_duration: 2.347766399383545 (2.347766399383545) | > loss_1: 33.36248016357422 (33.36248016357422)  --> STEP: 2 | > loss_disc: 2.3967037200927734 (2.305856227874756) | > loss_disc_real_0: 0.09851276129484177 (0.09537317976355553) | > loss_disc_real_1: 0.21814881265163422 (0.2154284194111824) | > loss_disc_real_2: 0.24847188591957092 (0.20755377411842346) | > loss_disc_real_3: 0.27876314520835876 (0.25054387003183365) | > loss_disc_real_4: 0.2505750358104706 (0.23676847666502) | > loss_disc_real_5: 0.2814841866493225 (0.24144215881824493) | > loss_0: 2.3967037200927734 (2.305856227874756) | > loss_gen: 2.655996799468994 (2.5623209476470947) | > loss_kl: 2.2926392555236816 (2.4920088052749634) | > loss_feat: 6.062149524688721 (6.892765998840332) | > loss_mel: 18.781982421875 (18.456645011901855) | > loss_duration: 2.3989315032958984 (2.3733489513397217) | > loss_1: 32.19169998168945 (32.777090072631836)  --> STEP: 3 | > loss_disc: 2.127561092376709 (2.2464245160420737) | > loss_disc_real_0: 0.11745904386043549 (0.10273513446251552) | > loss_disc_real_1: 0.24165034294128418 (0.224169060587883) | > loss_disc_real_2: 0.2260298728942871 (0.21371247371037802) | > loss_disc_real_3: 0.23110327124595642 (0.24406367043654123) | > loss_disc_real_4: 0.2310921549797058 (0.23487636943658194) | > loss_disc_real_5: 0.1964932680130005 (0.2264591952164968) | > loss_0: 2.127561092376709 (2.2464245160420737) | > loss_gen: 2.8932974338531494 (2.672646443049113) | > loss_kl: 3.18888521194458 (2.7243009408315024) | > loss_feat: 8.533056259155273 (7.4395294189453125) | > loss_mel: 17.50513458251953 (18.139474868774414) | > loss_duration: 2.220519542694092 (2.3224058151245117) | > loss_1: 34.34089279174805 (33.29835764567057)  --> STEP: 4 | > loss_disc: 2.441534996032715 (2.295202136039734) | > loss_disc_real_0: 0.11036532372236252 (0.10464268177747726) | > loss_disc_real_1: 0.2356424480676651 (0.22703740745782852) | > loss_disc_real_2: 0.19524963200092316 (0.2090967632830143) | > loss_disc_real_3: 0.2919469177722931 (0.2560344822704792) | > loss_disc_real_4: 0.2641792297363281 (0.24220208451151848) | > loss_disc_real_5: 0.2523140013217926 (0.23292289674282074) | > loss_0: 2.441534996032715 (2.295202136039734) | > loss_gen: 2.272613048553467 (2.5726380944252014) | > loss_kl: 3.060915231704712 (2.8084545135498047) | > loss_feat: 4.3691816329956055 (6.671942472457886) | > loss_mel: 16.55522918701172 (17.74341344833374) | > loss_duration: 2.265289306640625 (2.30812668800354) | > loss_1: 28.52322769165039 (32.10457515716553)  --> STEP: 5 | > loss_disc: 2.43060302734375 (2.322282314300537) | > loss_disc_real_0: 0.12539291381835938 (0.10879272818565369) | > loss_disc_real_1: 0.197723388671875 (0.22117460370063782) | > loss_disc_real_2: 0.21072380244731903 (0.20942217111587524) | > loss_disc_real_3: 0.25712060928344727 (0.2562517076730728) | > loss_disc_real_4: 0.20357567071914673 (0.23447680175304414) | > loss_disc_real_5: 0.2015611082315445 (0.22665053904056548) | > loss_0: 2.43060302734375 (2.322282314300537) | > loss_gen: 2.443174123764038 (2.5467453002929688) | > loss_kl: 2.195493221282959 (2.6858622550964357) | > loss_feat: 6.8817315101623535 (6.7139002799987795) | > loss_mel: 19.982946395874023 (18.1913200378418) | > loss_duration: 2.3368191719055176 (2.3138651847839355) | > loss_1: 33.84016418457031 (32.45169296264648)  --> STEP: 6 | > loss_disc: 2.501279354095459 (2.3521151542663574) | > loss_disc_real_0: 0.1807788908481598 (0.12079042196273804) | > loss_disc_real_1: 0.26482275128364563 (0.22844929496447244) | > loss_disc_real_2: 0.28510862588882446 (0.2220365802447001) | > loss_disc_real_3: 0.27495405077934265 (0.25936876485745114) | > loss_disc_real_4: 0.2459520846605301 (0.23638934890429178) | > loss_disc_real_5: 0.2354786992073059 (0.22812189906835556) | > loss_0: 2.501279354095459 (2.3521151542663574) | > loss_gen: 2.5702972412109375 (2.550670623779297) | > loss_kl: 2.2523725032806396 (2.6136139631271362) | > loss_feat: 6.8812408447265625 (6.741790374120076) | > loss_mel: 19.919836044311523 (18.479406038920086) | > loss_duration: 2.0953316688537598 (2.2774429321289062) | > loss_1: 33.719078063964844 (32.66292381286621)  --> STEP: 7 | > loss_disc: 2.3911590576171875 (2.3576928547450473) | > loss_disc_real_0: 0.1905410885810852 (0.1307548029082162) | > loss_disc_real_1: 0.24603745341300964 (0.2309618890285492) | > loss_disc_real_2: 0.13859212398529053 (0.21011594363621303) | > loss_disc_real_3: 0.23603923618793488 (0.25603597504752024) | > loss_disc_real_4: 0.2980995774269104 (0.24520509583609446) | > loss_disc_real_5: 0.30522799491882324 (0.23913705561842238) | > loss_0: 2.3911590576171875 (2.3576928547450473) | > loss_gen: 2.607006549835205 (2.5587186132158553) | > loss_kl: 3.856069564819336 (2.791107620511736) | > loss_feat: 6.127707004547119 (6.654064178466797) | > loss_mel: 18.9845027923584 (18.5515627179827) | > loss_duration: 2.495844841003418 (2.308643204825265) | > loss_1: 34.071128845214844 (32.864095960344585)  --> STEP: 8 | > loss_disc: 2.0421504974365234 (2.318250060081482) | > loss_disc_real_0: 0.17343786358833313 (0.13609018549323082) | > loss_disc_real_1: 0.1987636834383011 (0.22693711332976818) | > loss_disc_real_2: 0.13515901565551758 (0.2007463276386261) | > loss_disc_real_3: 0.19083721935749054 (0.24788613058626652) | > loss_disc_real_4: 0.21781231462955475 (0.24178099818527699) | > loss_disc_real_5: 0.15915602445602417 (0.2291394267231226) | > loss_0: 2.0421504974365234 (2.318250060081482) | > loss_gen: 2.838362216949463 (2.593674063682556) | > loss_kl: 2.768247127532959 (2.788250058889389) | > loss_feat: 10.781333923339844 (7.169972896575928) | > loss_mel: 20.912094116210938 (18.84662914276123) | > loss_duration: 2.1772425174713135 (2.292218118906021) | > loss_1: 39.4772834777832 (33.690744400024414)  --> STEP: 9 | > loss_disc: 2.2895524501800537 (2.315061436759101) | > loss_disc_real_0: 0.18773016333580017 (0.14182796080907187) | > loss_disc_real_1: 0.2029072642326355 (0.22426713009675345) | > loss_disc_real_2: 0.1574656218290329 (0.19593736032644907) | > loss_disc_real_3: 0.23319779336452484 (0.2462540931171841) | > loss_disc_real_4: 0.21275950968265533 (0.23855638835165235) | > loss_disc_real_5: 0.23934124410152435 (0.23027296198738945) | > loss_0: 2.2895524501800537 (2.315061436759101) | > loss_gen: 2.674813747406006 (2.602689584096273) | > loss_kl: 2.850478172302246 (2.79516429371304) | > loss_feat: 8.38075065612793 (7.304503758748372) | > loss_mel: 19.90686798095703 (18.964433458116318) | > loss_duration: 2.094965934753418 (2.270301209555732) | > loss_1: 35.907875061035156 (33.93709225124783)  --> STEP: 10 | > loss_disc: 2.1458802223205566 (2.2981433153152464) | > loss_disc_real_0: 0.13184189796447754 (0.14082935452461243) | > loss_disc_real_1: 0.22013837099075317 (0.2238542541861534) | > loss_disc_real_2: 0.15790019929409027 (0.1921336442232132) | > loss_disc_real_3: 0.21189481019973755 (0.24281816482543944) | > loss_disc_real_4: 0.17650070786476135 (0.23235082030296325) | > loss_disc_real_5: 0.2037770003080368 (0.2276233658194542) | > loss_0: 2.1458802223205566 (2.2981433153152464) | > loss_gen: 2.5875871181488037 (2.601179337501526) | > loss_kl: 2.2796630859375 (2.743614172935486) | > loss_feat: 8.671446800231934 (7.441198062896729) | > loss_mel: 20.46251106262207 (19.114241218566896) | > loss_duration: 2.2737278938293457 (2.270643877983093) | > loss_1: 36.274932861328125 (34.17087631225586)  --> STEP: 11 | > loss_disc: 2.3715436458587646 (2.3048160726373847) | > loss_disc_real_0: 0.10476309061050415 (0.13755060325969348) | > loss_disc_real_1: 0.2076098620891571 (0.22237749126824466) | > loss_disc_real_2: 0.16352081298828125 (0.1895324777473103) | > loss_disc_real_3: 0.24064622819423676 (0.24262071604078467) | > loss_disc_real_4: 0.2548447251319885 (0.23439572074196555) | > loss_disc_real_5: 0.21051540970802307 (0.22606809708205136) | > loss_0: 2.3715436458587646 (2.3048160726373847) | > loss_gen: 2.3835537433624268 (2.5813951925797896) | > loss_kl: 2.7358853816986084 (2.742911555550315) | > loss_feat: 7.455561637878418 (7.4425038424405185) | > loss_mel: 17.888015747070312 (19.00276617570357) | > loss_duration: 2.390458345413208 (2.281536102294922) | > loss_1: 32.853477478027344 (34.051112781871446)  --> STEP: 12 | > loss_disc: 2.015603542327881 (2.280715028444926) | > loss_disc_real_0: 0.08950404077768326 (0.1335467230528593) | > loss_disc_real_1: 0.2432432472705841 (0.22411630426843962) | > loss_disc_real_2: 0.22168830037117004 (0.19221212963263193) | > loss_disc_real_3: 0.23331257700920105 (0.2418450377881527) | > loss_disc_real_4: 0.16698844730854034 (0.2287784479558468) | > loss_disc_real_5: 0.16309675574302673 (0.2208204853037993) | > loss_0: 2.015603542327881 (2.280715028444926) | > loss_gen: 2.7323243618011475 (2.593972623348236) | > loss_kl: 2.4206488132476807 (2.7160563270250955) | > loss_feat: 7.35841178894043 (7.435496171315511) | > loss_mel: 18.065532684326172 (18.92466338475545) | > loss_duration: 2.2245113849639893 (2.276784042517344) | > loss_1: 32.801429748535156 (33.94697252909342)  --> STEP: 13 | > loss_disc: 2.473649024963379 (2.2955561051001916) | > loss_disc_real_0: 0.12318239361047745 (0.13274946694190687) | > loss_disc_real_1: 0.2531243562698364 (0.22634769288393167) | > loss_disc_real_2: 0.18034616112709045 (0.19129936282451337) | > loss_disc_real_3: 0.32163065671920776 (0.24798239309054154) | > loss_disc_real_4: 0.28705573081970215 (0.23326131586845106) | > loss_disc_real_5: 0.2811341881752014 (0.22546000090929177) | > loss_0: 2.473649024963379 (2.2955561051001916) | > loss_gen: 2.4283604621887207 (2.5812332263359656) | > loss_kl: 2.074981212615967 (2.6667428566859317) | > loss_feat: 5.522289276123047 (7.28832641014686) | > loss_mel: 17.727115631103516 (18.832544326782227) | > loss_duration: 2.143503189086914 (2.266531669176542) | > loss_1: 29.896249771118164 (33.635378470787636)  --> STEP: 14 | > loss_disc: 2.356210231781006 (2.29988854272025) | > loss_disc_real_0: 0.17192184925079346 (0.13554749424968449) | > loss_disc_real_1: 0.18213315308094025 (0.22318951146943228) | > loss_disc_real_2: 0.19091707468032837 (0.19127205652850016) | > loss_disc_real_3: 0.22349734604358673 (0.2462334611586162) | > loss_disc_real_4: 0.21301302313804626 (0.2318150092448507) | > loss_disc_real_5: 0.19661101698875427 (0.22339935920068196) | > loss_0: 2.356210231781006 (2.29988854272025) | > loss_gen: 2.476546287536621 (2.573755587850298) | > loss_kl: 3.126328945159912 (2.699570434434073) | > loss_feat: 6.557188510894775 (7.236102274485996) | > loss_mel: 19.300355911254883 (18.865959439958846) | > loss_duration: 2.2717738151550293 (2.266906108175005) | > loss_1: 33.73219299316406 (33.642293793814524)  --> STEP: 15 | > loss_disc: 2.06563138961792 (2.2842713991800943) | > loss_disc_real_0: 0.12833094596862793 (0.13506639103094736) | > loss_disc_real_1: 0.21073761582374573 (0.22235938509305317) | > loss_disc_real_2: 0.1301041841506958 (0.18719419836997986) | > loss_disc_real_3: 0.2119002640247345 (0.24394458134969074) | > loss_disc_real_4: 0.20129093527793884 (0.2297800709803899) | > loss_disc_real_5: 0.13977128267288208 (0.21782415409882863) | > loss_0: 2.06563138961792 (2.2842713991800943) | > loss_gen: 2.539163589477539 (2.5714494546254474) | > loss_kl: 3.0468313694000244 (2.7227211634318036) | > 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32.999996185302734 (33.843549370765686)  --> STEP: 17 | > loss_disc: 2.758674383163452 (2.322924445657169) | > loss_disc_real_0: 0.16756053268909454 (0.13563427986467586) | > loss_disc_real_1: 0.3443785309791565 (0.2307516765945098) | > loss_disc_real_2: 0.20120155811309814 (0.18619747459888458) | > loss_disc_real_3: 0.24907802045345306 (0.24386176729903503) | > loss_disc_real_4: 0.32325538992881775 (0.23629671861143672) | > loss_disc_real_5: 0.28114449977874756 (0.22223344269920797) | > loss_0: 2.758674383163452 (2.322924445657169) | > loss_gen: 2.245626449584961 (2.5294077115900375) | > loss_kl: 2.488163471221924 (2.701289878172033) | > loss_feat: 4.713016510009766 (7.436753693748923) | > loss_mel: 17.526182174682617 (18.63046590019675) | > loss_duration: 2.3810644149780273 (2.2815439841326546) | > loss_1: 29.354053497314453 (33.57946137820973)  --> STEP: 18 | > loss_disc: 2.472019672393799 (2.331207513809204) | > loss_disc_real_0: 0.12616707384586334 (0.13510832397474182) | > loss_disc_real_1: 0.16773422062397003 (0.2272507068183687) | > loss_disc_real_2: 0.18003983795642853 (0.18585538367430368) | > loss_disc_real_3: 0.1616629958152771 (0.23929516888327068) | > loss_disc_real_4: 0.17984895408153534 (0.23316073169310889) | > loss_disc_real_5: 0.184380903840065 (0.22013052387370002) | > loss_0: 2.472019672393799 (2.331207513809204) | > loss_gen: 1.9526407718658447 (2.4973651038275824) | > loss_kl: 3.0005338191986084 (2.7179145415623984) | > loss_feat: 6.52747917175293 (7.386238442526923) | > loss_mel: 14.913970947265625 (18.42399395836724) | > loss_duration: 2.2089505195617676 (2.2775110138787165) | > loss_1: 28.603574752807617 (33.30302323235406)  --> STEP: 19 | > loss_disc: 2.434347152709961 (2.3366359158566126) | > loss_disc_real_0: 0.21380282938480377 (0.1392501400489556) | > loss_disc_real_1: 0.24644097685813904 (0.22826072103098818) | > loss_disc_real_2: 0.1775473803281784 (0.1854181203402971) | > loss_disc_real_3: 0.19498927891254425 (0.23696327993744298) | > loss_disc_real_4: 0.25813648104667664 (0.23447524481698087) | > loss_disc_real_5: 0.2913336157798767 (0.2238780550266567) | > loss_0: 2.434347152709961 (2.3366359158566126) | > loss_gen: 2.492180824279785 (2.4970922470092773) | > loss_kl: 1.7340375185012817 (2.666131540348655) | > loss_feat: 5.854459762573242 (7.305618512003045) | > loss_mel: 17.51827049255371 (18.376324302271794) | > loss_duration: 2.3112850189208984 (2.279288593091463) | > loss_1: 29.910234451293945 (33.12445540177195)  --> STEP: 20 | > loss_disc: 2.1921753883361816 (2.329412889480591) | > loss_disc_real_0: 0.11404971778392792 (0.13799011893570423) | > loss_disc_real_1: 0.1899433583021164 (0.2263448528945446) | > loss_disc_real_2: 0.25167298316955566 (0.18873086348176002) | > loss_disc_real_3: 0.19260142743587494 (0.23474518731236457) | > loss_disc_real_4: 0.22912180423736572 (0.2342075727880001) | > loss_disc_real_5: 0.25391295552253723 (0.22537980005145072) | > loss_0: 2.1921753883361816 (2.329412889480591) | > loss_gen: 2.9095921516418457 (2.5177172422409058) | > loss_kl: 1.9601011276245117 (2.630830019712448) | > loss_feat: 9.20843505859375 (7.400759339332581) | > loss_mel: 19.5578670501709 (18.435401439666748) | > loss_duration: 2.291541576385498 (2.2799012422561646) | > loss_1: 35.92753601074219 (33.26460943222046)  --> STEP: 21 | > loss_disc: 2.1482107639312744 (2.3207842168353854) | > loss_disc_real_0: 0.09626323729753494 (0.13600312457198188) | > loss_disc_real_1: 0.3212605118751526 (0.23086464617933547) | > loss_disc_real_2: 0.18977607786655426 (0.18878063559532166) | > loss_disc_real_3: 0.2204979509115219 (0.23406674748375303) | > loss_disc_real_4: 0.18329709768295288 (0.23178326444966452) | > loss_disc_real_5: 0.2183912694454193 (0.22504701287973494) | > loss_0: 2.1482107639312744 (2.3207842168353854) | > loss_gen: 2.7875256538391113 (2.5305652618408203) | > loss_kl: 3.1505677700042725 (2.655579436393011) | > loss_feat: 6.446755409240723 (7.355330580756778) | > loss_mel: 16.41629409790039 (18.339253471011208) | > loss_duration: 2.1369519233703613 (2.273094131833031) | > loss_1: 30.938095092773438 (33.15382303510393)  --> STEP: 22 | > loss_disc: 2.2813377380371094 (2.318991195071827) | > loss_disc_real_0: 0.08533387631177902 (0.13369997692379085) | > loss_disc_real_1: 0.2004615217447281 (0.2294826859777624) | > loss_disc_real_2: 0.17990851402282715 (0.18837735734202646) | > loss_disc_real_3: 0.21158045530319214 (0.23304464329372754) | > loss_disc_real_4: 0.21890677511692047 (0.23119796947999435) | > loss_disc_real_5: 0.2006162405014038 (0.22393652322617444) | > loss_0: 2.2813377380371094 (2.318991195071827) | > loss_gen: 2.628844976425171 (2.5350325215946543) | > loss_kl: 1.828831434249878 (2.6179999817501414) | > loss_feat: 10.659218788146973 (7.505507317456332) | > loss_mel: 20.272735595703125 (18.427139022133566) | > loss_duration: 2.139679431915283 (2.2670298272913154) | > loss_1: 37.52931213378906 (33.35270890322599)  --> STEP: 23 | > loss_disc: 2.41721510887146 (2.3232618000196372) | > loss_disc_real_0: 0.11005660146474838 (0.13267200407774551) | > loss_disc_real_1: 0.3132447600364685 (0.23312451528466266) | > loss_disc_real_2: 0.20368634164333344 (0.18904296535512674) | > loss_disc_real_3: 0.26572296023368835 (0.23446543968242148) | > loss_disc_real_4: 0.25197750329971313 (0.23210142747215604) | > loss_disc_real_5: 0.22800655663013458 (0.22411348120025967) | > loss_0: 2.41721510887146 (2.3232618000196372) | > loss_gen: 2.4810631275177 (2.5326860262000044) | > loss_kl: 2.505309820175171 (2.6131004095077515) | > loss_feat: 7.226065158843994 (7.4933576583862305) | > loss_mel: 17.869647979736328 (18.402900281159773) | > loss_duration: 2.3345866203308105 (2.2699670791625977) | > loss_1: 32.41667175292969 (33.3120116358218)  --> STEP: 24 | > loss_disc: 2.3843932151794434 (2.325808942317962) | > loss_disc_real_0: 0.10881423950195312 (0.13167793055375418) | > loss_disc_real_1: 0.25615644454956055 (0.23408417900403342) | > loss_disc_real_2: 0.19949981570243835 (0.1894786674529314) | > loss_disc_real_3: 0.2858233153820038 (0.23660535116990408) | > loss_disc_real_4: 0.2204056829214096 (0.2316141047825416) | > loss_disc_real_5: 0.17715196311473846 (0.22215675128002962) | > loss_0: 2.3843932151794434 (2.325808942317962) | > loss_gen: 2.4807071685791016 (2.5305202404658) | > loss_kl: 2.2232728004455566 (2.5968575924634933) | > loss_feat: 6.506466865539551 (7.452237208684285) | > loss_mel: 17.581647872924805 (18.36868143081665) | > loss_duration: 2.3765177726745605 (2.274406691392263) | > loss_1: 31.16861343383789 (33.2227033774058)  --> STEP: 25 | > loss_disc: 2.5126147270202637 (2.333281173706054) | > loss_disc_real_0: 0.13308554887771606 (0.13173423528671266) | > loss_disc_real_1: 0.3019079566001892 (0.23679713010787964) | > loss_disc_real_2: 0.22915470600128174 (0.1910657089948654) | > loss_disc_real_3: 0.259371817111969 (0.23751600980758666) | > loss_disc_real_4: 0.281985878944397 (0.2336289757490158) | > loss_disc_real_5: 0.2803242802619934 (0.22448345243930817) | > loss_0: 2.5126147270202637 (2.333281173706054) | > loss_gen: 2.4925153255462646 (2.5290000438690186) | > loss_kl: 2.3210666179656982 (2.5858259534835817) | > loss_feat: 7.1792311668396 (7.441316967010498) | > loss_mel: 18.732707977294922 (18.38324249267578) | > loss_duration: 2.327352523803711 (2.2765245246887207) | > loss_1: 33.05287170410156 (33.21591011047363)  --> STEP: 26 | > loss_disc: 2.3627853393554688 (2.3344159493079544) | > loss_disc_real_0: 0.13522835075855255 (0.1318686243433219) | > loss_disc_real_1: 0.2861878275871277 (0.23869677231861994) | > loss_disc_real_2: 0.14705528318881989 (0.18937300031001753) | > loss_disc_real_3: 0.1734822690486908 (0.23505317362455222) | > loss_disc_real_4: 0.16995614767074585 (0.2311800208229285) | > loss_disc_real_5: 0.09327788650989532 (0.21943708451894614) | > loss_0: 2.3627853393554688 (2.3344159493079544) | > loss_gen: 2.226653814315796 (2.517371342732356) | > loss_kl: 2.121903896331787 (2.567982797439282) | > loss_feat: 10.515400886535645 (7.559550963915312) | > loss_mel: 19.82337188720703 (18.438632084773136) | > loss_duration: 2.314849853515625 (2.2779985757974477) | > loss_1: 37.00218200683594 (33.36153595264141) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025204236690814677 (+4.433668576753983e-05) | > avg_loss_disc: 2.3344159493079544 (+0.0645930262712322) | > avg_loss_disc_real_0: 0.1318686243433219 (+0.019450719110094605) | > avg_loss_disc_real_1: 0.23869677231861994 (+0.051392156917315246) | > avg_loss_disc_real_2: 0.18937300031001753 (-0.04759605515461701) | > avg_loss_disc_real_3: 0.23505317362455222 (+0.004024656346211075) | > avg_loss_disc_real_4: 0.2311800208229285 (+0.005400663385024429) | > avg_loss_disc_real_5: 0.21943708451894614 (+0.014639342060455918) | > avg_loss_0: 2.3344159493079544 (+0.0645930262712322) | > avg_loss_gen: 2.517371342732356 (+0.02654049029717065) | > avg_loss_kl: 2.567982797439282 (+0.035344279729403016) | > avg_loss_feat: 7.559550963915312 (-0.07608459546015744) | > avg_loss_mel: 18.438632084773136 (-0.6352560336773152) | > avg_loss_duration: 2.2779985757974477 (-0.027088330342220246) | > avg_loss_1: 33.36153595264141 (-0.6765438960148771)  > EPOCH: 304/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:20:21)   --> TIME: 2024-06-11 04:20:23 -- STEP: 4/330 -- GLOBAL_STEP: 188325 | > loss_disc: 2.2324910163879395 (2.2690243124961853) | > loss_disc_real_0: 0.06212823837995529 (0.09474926628172398) | > loss_disc_real_1: 0.1640593707561493 (0.17939886078238487) | > loss_disc_real_2: 0.22772091627120972 (0.21282880380749702) | > loss_disc_real_3: 0.19333024322986603 (0.21386301890015602) | > loss_disc_real_4: 0.22481434047222137 (0.2358216568827629) | > loss_disc_real_5: 0.20509131252765656 (0.2195696383714676) | > loss_0: 2.2324910163879395 (2.2690243124961853) | > grad_norm_0: tensor(7.9702, device='cuda:0') (tensor(6.6854, device='cuda:0')) | > loss_gen: 2.5013325214385986 (2.5148885250091553) | > loss_kl: 1.769604206085205 (1.8944547176361084) | > loss_feat: 7.453118324279785 (7.126121401786804) | > loss_mel: 19.114643096923828 (18.88487672805786) | > loss_duration: 2.198876142501831 (2.2327356934547424) | > loss_1: 33.037574768066406 (32.65307807922363) | > grad_norm_1: tensor(74.5060, device='cuda:0') (tensor(50.5078, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3516 (0.36707520484924316) | > loader_time: 0.0028 (0.002960205078125)  --> TIME: 2024-06-11 04:20:32 -- STEP: 29/330 -- GLOBAL_STEP: 188350 | > loss_disc: 2.2794320583343506 (2.332456514753144) | > loss_disc_real_0: 0.08698990195989609 (0.10711734048251448) | > loss_disc_real_1: 0.20985771715641022 (0.19873815672150974) | > loss_disc_real_2: 0.20560194551944733 (0.2157379332287558) | > loss_disc_real_3: 0.19571007788181305 (0.22457518968088874) | > loss_disc_real_4: 0.21442976593971252 (0.2275453035173745) | > loss_disc_real_5: 0.21098314225673676 (0.216865677258064) | > loss_0: 2.2794320583343506 (2.332456514753144) | > grad_norm_0: tensor(8.8722, device='cuda:0') (tensor(10.6937, device='cuda:0')) | > loss_gen: 2.7077388763427734 (2.5306898889870477) | > loss_kl: 1.5600838661193848 (1.85153983790299) | > loss_feat: 7.975632190704346 (7.255148542338405) | > loss_mel: 19.224252700805664 (18.776895194218078) | > loss_duration: 2.0488786697387695 (2.091666480590557) | > loss_1: 33.51658630371094 (32.505940141349) | > grad_norm_1: tensor(271.2621, device='cuda:0') (tensor(115.2899, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3509 (0.3533617299178551) | > loader_time: 0.0031 (0.003184795379638672)  --> TIME: 2024-06-11 04:20:41 -- STEP: 54/330 -- GLOBAL_STEP: 188375 | > loss_disc: 2.195737838745117 (2.3310821542033433) | > loss_disc_real_0: 0.10217679291963577 (0.11066534218412859) | > loss_disc_real_1: 0.1672135591506958 (0.1992041959806725) | > loss_disc_real_2: 0.21879112720489502 (0.21425485445393455) | > loss_disc_real_3: 0.21004816889762878 (0.2262664219295537) | > loss_disc_real_4: 0.20915552973747253 (0.22524863012410976) | > loss_disc_real_5: 0.2046656757593155 (0.21498619930611718) | > loss_0: 2.195737838745117 (2.3310821542033433) | > grad_norm_0: tensor(20.1711, device='cuda:0') (tensor(14.2106, device='cuda:0')) | > loss_gen: 2.79656982421875 (2.546450380925779) | > loss_kl: 1.76743483543396 (1.8116278052330017) | > loss_feat: 8.831476211547852 (7.3379763585549815) | > loss_mel: 19.97916603088379 (18.7222985514888) | > loss_duration: 2.007117509841919 (2.058168760052434) | > loss_1: 35.38176727294922 (32.47652230439363) | > grad_norm_1: tensor(328.9069, device='cuda:0') (tensor(167.4980, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3527 (0.3536140521367391) | > loader_time: 0.0034 (0.003342743273134585)  --> TIME: 2024-06-11 04:20:51 -- STEP: 79/330 -- GLOBAL_STEP: 188400 | > loss_disc: 2.1266238689422607 (2.326033543936814) | > loss_disc_real_0: 0.08081625401973724 (0.11141102893065803) | > loss_disc_real_1: 0.182129368185997 (0.1987864725951907) | > loss_disc_real_2: 0.1596384346485138 (0.2133850360972972) | > loss_disc_real_3: 0.20362494885921478 (0.2254176286956932) | > loss_disc_real_4: 0.1924929916858673 (0.2237709538091587) | > loss_disc_real_5: 0.20428358018398285 (0.21452267750909057) | > loss_0: 2.1266238689422607 (2.326033543936814) | > grad_norm_0: tensor(31.2186, device='cuda:0') (tensor(17.0566, device='cuda:0')) | > loss_gen: 2.786263942718506 (2.5433070508739615) | > loss_kl: 1.7415378093719482 (1.8240487907506242) | > loss_feat: 8.438262939453125 (7.391510957404028) | > loss_mel: 19.000829696655273 (18.715479524829718) | > loss_duration: 1.9898608922958374 (2.0462034050422377) | > loss_1: 33.956756591796875 (32.52055011218107) | > grad_norm_1: tensor(418.6083, device='cuda:0') (tensor(195.4889, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3766 (0.3586501441424405) | > loader_time: 0.0035 (0.003410475163520137)  --> TIME: 2024-06-11 04:21:00 -- STEP: 104/330 -- GLOBAL_STEP: 188425 | > loss_disc: 2.2294135093688965 (2.327705030257886) | > loss_disc_real_0: 0.08123806118965149 (0.11224833152328546) | > loss_disc_real_1: 0.1470746546983719 (0.20028031072937524) | > loss_disc_real_2: 0.21522174775600433 (0.21520239472962344) | > loss_disc_real_3: 0.2139282375574112 (0.2259264513850212) | > loss_disc_real_4: 0.2123633176088333 (0.22402509545477536) | > loss_disc_real_5: 0.20297709107398987 (0.21458373304743034) | > loss_0: 2.2294135093688965 (2.327705030257886) | > grad_norm_0: tensor(21.6157, device='cuda:0') (tensor(19.5586, device='cuda:0')) | > loss_gen: 2.622713804244995 (2.5476016379319706) | > loss_kl: 2.037524461746216 (1.8370676671083157) | > loss_feat: 7.655163764953613 (7.374428157622997) | > loss_mel: 18.291584014892578 (18.711931687134967) | > loss_duration: 2.0833263397216797 (2.044943720102309) | > loss_1: 32.690311431884766 (32.51597310946538) | > grad_norm_1: tensor(316.1324, device='cuda:0') (tensor(221.0990, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3667 (0.3612082394269795) | > loader_time: 0.0036 (0.003530504611822275)  --> TIME: 2024-06-11 04:21:09 -- STEP: 129/330 -- GLOBAL_STEP: 188450 | > loss_disc: 2.2822065353393555 (2.3249848923941916) | > loss_disc_real_0: 0.09197239577770233 (0.11266116861456124) | > loss_disc_real_1: 0.18375928699970245 (0.1994979567537012) | > loss_disc_real_2: 0.23425334692001343 (0.21456912749035414) | > loss_disc_real_3: 0.26102203130722046 (0.2266558494216712) | > loss_disc_real_4: 0.22220373153686523 (0.22352565212767253) | > loss_disc_real_5: 0.23010225594043732 (0.21393044870491176) | > loss_0: 2.2822065353393555 (2.3249848923941916) | > grad_norm_0: tensor(6.0701, device='cuda:0') (tensor(21.3480, device='cuda:0')) | > loss_gen: 2.774407148361206 (2.5587874253590903) | > loss_kl: 1.7840490341186523 (1.8402682006821152) | > loss_feat: 7.015187740325928 (7.3743518858917) | > loss_mel: 18.167705535888672 (18.688739199971042) | > loss_duration: 2.020819664001465 (2.044993764670319) | > loss_1: 31.762168884277344 (32.5071406105692) | > grad_norm_1: tensor(165.8629, device='cuda:0') (tensor(230.5004, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.365 (0.3623719104500703) | > loader_time: 0.004 (0.0036301335623097975)  --> TIME: 2024-06-11 04:21:19 -- STEP: 154/330 -- GLOBAL_STEP: 188475 | > loss_disc: 2.269242763519287 (2.3280841715924154) | > loss_disc_real_0: 0.08746235072612762 (0.11475605338618353) | > loss_disc_real_1: 0.1844099760055542 (0.2004870114388404) | > loss_disc_real_2: 0.25537940859794617 (0.21443868273651445) | > loss_disc_real_3: 0.2500229477882385 (0.22712671901885564) | > loss_disc_real_4: 0.2248634248971939 (0.2224505358895698) | > loss_disc_real_5: 0.21586944162845612 (0.21410005829938047) | > loss_0: 2.269242763519287 (2.3280841715924154) | > grad_norm_0: tensor(39.5653, device='cuda:0') (tensor(23.0188, device='cuda:0')) | > loss_gen: 2.5229134559631348 (2.5605638785795723) | > loss_kl: 1.8540352582931519 (1.8446448460801856) | > loss_feat: 7.61427640914917 (7.373510853036658) | > loss_mel: 18.437265396118164 (18.66736015716156) | > loss_duration: 2.0516490936279297 (2.0461149509851024) | > loss_1: 32.480140686035156 (32.49219478260388) | > grad_norm_1: tensor(248.1425, device='cuda:0') (tensor(236.8524, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3755 (0.36657893348049814) | > loader_time: 0.0044 (0.003735745107972777)  --> TIME: 2024-06-11 04:21:30 -- STEP: 179/330 -- GLOBAL_STEP: 188500 | > loss_disc: 2.2694318294525146 (2.3295755985728857) | > loss_disc_real_0: 0.15398475527763367 (0.11587507856291765) | > loss_disc_real_1: 0.17149192094802856 (0.20019860424142977) | > loss_disc_real_2: 0.1997765302658081 (0.21458262837798903) | > loss_disc_real_3: 0.20066425204277039 (0.2273192243369598) | > loss_disc_real_4: 0.24729439616203308 (0.22338718617095626) | > loss_disc_real_5: 0.19376081228256226 (0.2145254208222448) | > loss_0: 2.2694318294525146 (2.3295755985728857) | > grad_norm_0: tensor(62.6978, device='cuda:0') (tensor(25.1987, device='cuda:0')) | > loss_gen: 2.532918691635132 (2.55849992096757) | > loss_kl: 1.99222731590271 (1.844050149677852) | > loss_feat: 8.126280784606934 (7.358191801849024) | > loss_mel: 19.08690643310547 (18.623844679507467) | > loss_duration: 2.1157236099243164 (2.0513256168898257) | > loss_1: 33.85405731201172 (32.43591225480236) | > grad_norm_1: tensor(450.9062, device='cuda:0') (tensor(249.9143, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.4013 (0.3710841027052043) | > loader_time: 0.0048 (0.0038725437398729376) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_188500.pth  --> TIME: 2024-06-11 04:21:45 -- STEP: 204/330 -- GLOBAL_STEP: 188525 | > loss_disc: 2.509906053543091 (2.330909295409333) | > loss_disc_real_0: 0.14106054604053497 (0.11630033663309672) | > loss_disc_real_1: 0.19647029042243958 (0.20031013843767784) | > loss_disc_real_2: 0.22226232290267944 (0.21426524762429444) | > loss_disc_real_3: 0.23165035247802734 (0.2271531949586728) | > loss_disc_real_4: 0.2307761311531067 (0.22347802245149426) | > loss_disc_real_5: 0.21839427947998047 (0.21497933727269078) | > loss_0: 2.509906053543091 (2.330909295409333) | > grad_norm_0: tensor(31.0712, device='cuda:0') (tensor(27.1702, device='cuda:0')) | > loss_gen: 2.4382686614990234 (2.558938074345682) | > loss_kl: 2.058581590652466 (1.8472142587689793) | > loss_feat: 6.8947930335998535 (7.357078556920968) | > loss_mel: 17.234909057617188 (18.56923673667159) | > loss_duration: 2.067570447921753 (2.058257132184272) | > loss_1: 30.694122314453125 (32.39072479921231) | > grad_norm_1: tensor(57.7386, device='cuda:0') (tensor(263.0860, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.3934 (0.3751348923234379) | > loader_time: 0.005 (0.004011197417390114)  --> TIME: 2024-06-11 04:21:55 -- STEP: 229/330 -- GLOBAL_STEP: 188550 | > loss_disc: 2.323322296142578 (2.33265957249304) | > loss_disc_real_0: 0.08454568684101105 (0.11802126844637259) | > loss_disc_real_1: 0.18686702847480774 (0.20025852719508924) | > loss_disc_real_2: 0.2094714343547821 (0.21394554743600205) | > loss_disc_real_3: 0.2452479898929596 (0.22725263159868497) | > loss_disc_real_4: 0.2319973111152649 (0.22358206259371413) | > loss_disc_real_5: 0.23741622269153595 (0.21540652872693591) | > loss_0: 2.323322296142578 (2.33265957249304) | > grad_norm_0: tensor(16.8102, device='cuda:0') (tensor(28.8887, device='cuda:0')) | > loss_gen: 2.396481513977051 (2.555513837972583) | > loss_kl: 1.8665684461593628 (1.8517559652245201) | > loss_feat: 6.9076032638549805 (7.34177275828399) | > loss_mel: 18.836383819580078 (18.506935502764424) | > loss_duration: 2.149406671524048 (2.065500631082528) | > loss_1: 32.15644454956055 (32.321478689601854) | > grad_norm_1: tensor(180.8792, device='cuda:0') (tensor(273.1676, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.4155 (0.3782730706393979) | > loader_time: 0.0051 (0.004145453590493014)  --> TIME: 2024-06-11 04:22:06 -- STEP: 254/330 -- GLOBAL_STEP: 188575 | > loss_disc: 2.1986498832702637 (2.3316973344547534) | > loss_disc_real_0: 0.1352238655090332 (0.11846487954493583) | > loss_disc_real_1: 0.19902664422988892 (0.20007223987907874) | > loss_disc_real_2: 0.21138916909694672 (0.21378875641137596) | > loss_disc_real_3: 0.2064342349767685 (0.22714700989835845) | > loss_disc_real_4: 0.2157469093799591 (0.22368911589224508) | > loss_disc_real_5: 0.1849292516708374 (0.21495832045247235) | > loss_0: 2.1986498832702637 (2.3316973344547534) | > grad_norm_0: tensor(21.3071, device='cuda:0') (tensor(28.2339, device='cuda:0')) | > loss_gen: 2.6308536529541016 (2.550794939356526) | > loss_kl: 1.9293895959854126 (1.8554632705966319) | > loss_feat: 8.376243591308594 (7.340868623237911) | > loss_mel: 18.243436813354492 (18.472161390649976) | > loss_duration: 2.089402675628662 (2.071933483514262) | > loss_1: 33.269325256347656 (32.29122172378179) | > grad_norm_1: tensor(411.8091, device='cuda:0') (tensor(275.2919, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.4265 (0.38226966125758616) | > loader_time: 0.0056 (0.004284461652200053)  --> TIME: 2024-06-11 04:22:17 -- STEP: 279/330 -- GLOBAL_STEP: 188600 | > loss_disc: 2.243011474609375 (2.330827775394617) | > loss_disc_real_0: 0.09697230160236359 (0.11863072448840706) | > loss_disc_real_1: 0.19530701637268066 (0.20024407737784916) | > loss_disc_real_2: 0.21221382915973663 (0.21334237458458083) | > loss_disc_real_3: 0.2260730266571045 (0.22714279479877922) | > loss_disc_real_4: 0.20601783692836761 (0.22361802483331344) | > loss_disc_real_5: 0.20247451961040497 (0.21473264560690916) | > loss_0: 2.243011474609375 (2.330827775394617) | > grad_norm_0: tensor(33.4631, device='cuda:0') (tensor(28.6221, device='cuda:0')) | > loss_gen: 2.627753973007202 (2.5505474348649324) | > loss_kl: 1.8701677322387695 (1.8590048017467649) | > loss_feat: 8.012018203735352 (7.348472046595748) | > loss_mel: 17.776002883911133 (18.432783195194787) | > loss_duration: 2.1522135734558105 (2.0804133953586716) | > loss_1: 32.43815612792969 (32.27122086008816) | > grad_norm_1: tensor(483.2655, device='cuda:0') (tensor(284.4075, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.443 (0.38756445488194835) | > loader_time: 0.0059 (0.0044413364916292145)  --> TIME: 2024-06-11 04:22:29 -- STEP: 304/330 -- GLOBAL_STEP: 188625 | > loss_disc: 2.523808240890503 (2.3332103992763313) | > loss_disc_real_0: 0.14378446340560913 (0.11968911635248285) | > loss_disc_real_1: 0.2173134684562683 (0.20102095290234212) | > loss_disc_real_2: 0.2719879746437073 (0.21386773820574345) | > loss_disc_real_3: 0.2278088629245758 (0.22696433177119807) | > loss_disc_real_4: 0.2464493066072464 (0.22351261571441827) | > loss_disc_real_5: 0.2387334555387497 (0.21469616164502345) | > loss_0: 2.523808240890503 (2.3332103992763313) | > grad_norm_0: tensor(28.1705, device='cuda:0') (tensor(29.1013, device='cuda:0')) | > loss_gen: 2.383931875228882 (2.549170358400596) | > loss_kl: 2.01467227935791 (1.8597757161447876) | > loss_feat: 7.414792537689209 (7.356694381487997) | > loss_mel: 16.748262405395508 (18.379632548282004) | > loss_duration: 2.213249683380127 (2.090238724099964) | > loss_1: 30.7749080657959 (32.23551169822089) | > grad_norm_1: tensor(308.2397, device='cuda:0') (tensor(293.6572, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.4914 (0.3948086108032025) | > loader_time: 0.0067 (0.004626993285982232)  --> TIME: 2024-06-11 04:22:59 -- STEP: 329/330 -- GLOBAL_STEP: 188650 | > loss_disc: 2.6067638397216797 (2.339095673662551) | > loss_disc_real_0: 0.1291155368089676 (0.12085655700743742) | > loss_disc_real_1: 0.15927495062351227 (0.20210531874811755) | > loss_disc_real_2: 0.26035812497138977 (0.2141166970722581) | > loss_disc_real_3: 0.26778262853622437 (0.2273490517244513) | > loss_disc_real_4: 0.42269352078437805 (0.22417390627339256) | > loss_disc_real_5: 0.259146511554718 (0.21480868059269925) | > loss_0: 2.6067638397216797 (2.339095673662551) | > grad_norm_0: tensor(9.2459, device='cuda:0') (tensor(28.8078, device='cuda:0')) | > loss_gen: 2.161602735519409 (2.5425429923918474) | > loss_kl: 2.1189239025115967 (1.8679286361103) | > loss_feat: 10.283366203308105 (7.456900082098315) | > loss_mel: 18.587812423706055 (18.35926007789681) | > loss_duration: 2.2607407569885254 (2.1039365671325982) | > loss_1: 35.41244888305664 (32.330568319396015) | > grad_norm_1: tensor(79.1488, device='cuda:0') (tensor(293.1933, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 15.5597 (0.454513327328992) | > loader_time: 0.0339 (0.005090699732122449)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1886978149414062 (2.1886978149414062) | > loss_disc_real_0: 0.1460752785205841 (0.1460752785205841) | > loss_disc_real_1: 0.15216466784477234 (0.15216466784477234) | > loss_disc_real_2: 0.2181539684534073 (0.2181539684534073) | > loss_disc_real_3: 0.24026528000831604 (0.24026528000831604) | > loss_disc_real_4: 0.27086567878723145 (0.27086567878723145) | > loss_disc_real_5: 0.19925852119922638 (0.19925852119922638) | > loss_0: 2.1886978149414062 (2.1886978149414062) | > loss_gen: 2.7216572761535645 (2.7216572761535645) | > loss_kl: 2.4491875171661377 (2.4491875171661377) | > loss_feat: 8.80698013305664 (8.80698013305664) | > loss_mel: 18.51824378967285 (18.51824378967285) | > loss_duration: 2.667964220046997 (2.667964220046997) | > loss_1: 35.164031982421875 (35.164031982421875)  --> STEP: 1 | > loss_disc: 2.32167387008667 (2.32167387008667) | > loss_disc_real_0: 0.10819011926651001 (0.10819011926651001) | > loss_disc_real_1: 0.22980305552482605 (0.22980305552482605) | > loss_disc_real_2: 0.2029869258403778 (0.2029869258403778) | > loss_disc_real_3: 0.20673228800296783 (0.20673228800296783) | > loss_disc_real_4: 0.21896617114543915 (0.21896617114543915) | > loss_disc_real_5: 0.19422221183776855 (0.19422221183776855) | > loss_0: 2.32167387008667 (2.32167387008667) | > loss_gen: 2.283311367034912 (2.283311367034912) | > loss_kl: 2.124894380569458 (2.124894380569458) | > loss_feat: 5.706725597381592 (5.706725597381592) | > loss_mel: 17.467296600341797 (17.467296600341797) | > loss_duration: 2.405081033706665 (2.405081033706665) | > loss_1: 29.987308502197266 (29.987308502197266)  --> STEP: 2 | > loss_disc: 2.381882667541504 (2.351778268814087) | > loss_disc_real_0: 0.1025814563035965 (0.10538578778505325) | > loss_disc_real_1: 0.1651148647069931 (0.19745896011590958) | > loss_disc_real_2: 0.22554510831832886 (0.21426601707935333) | > loss_disc_real_3: 0.2977335453033447 (0.2522329166531563) | > loss_disc_real_4: 0.3526439964771271 (0.2858050838112831) | > loss_disc_real_5: 0.35440659523010254 (0.27431440353393555) | > loss_0: 2.381882667541504 (2.351778268814087) | > loss_gen: 2.793708562850952 (2.538509964942932) | > loss_kl: 2.231816291809082 (2.17835533618927) | > loss_feat: 5.970011234283447 (5.8383684158325195) | > loss_mel: 19.223712921142578 (18.345504760742188) | > loss_duration: 2.4569056034088135 (2.4309933185577393) | > loss_1: 32.67615509033203 (31.33173179626465)  --> STEP: 3 | > loss_disc: 2.1138651371002197 (2.2724738915761313) | > loss_disc_real_0: 0.09698652476072311 (0.10258603344360988) | > loss_disc_real_1: 0.17525970935821533 (0.19005920986334482) | > loss_disc_real_2: 0.19600020349025726 (0.20817741254965463) | > loss_disc_real_3: 0.23512835800647736 (0.2465313971042633) | > loss_disc_real_4: 0.25380587577819824 (0.27513868113358814) | > loss_disc_real_5: 0.2444864958524704 (0.26437176764011383) | > loss_0: 2.1138651371002197 (2.2724738915761313) | > loss_gen: 2.874861001968384 (2.6506269772847495) | > loss_kl: 3.021402359008789 (2.459371010462443) | > loss_feat: 7.2403082847595215 (6.3056817054748535) | > loss_mel: 19.90711212158203 (18.8660405476888) | > loss_duration: 2.224125385284424 (2.3620373407999673) | > loss_1: 35.2678108215332 (32.643758138020836)  --> STEP: 4 | > loss_disc: 2.2596848011016846 (2.2692766189575195) | > loss_disc_real_0: 0.2123587727546692 (0.1300292182713747) | > loss_disc_real_1: 0.21615538001060486 (0.19658325240015984) | > loss_disc_real_2: 0.1876366138458252 (0.20304221287369728) | > loss_disc_real_3: 0.18682509660720825 (0.23160482197999954) | > loss_disc_real_4: 0.24282008409500122 (0.2670590318739414) | > loss_disc_real_5: 0.19695138931274414 (0.2475166730582714) | > loss_0: 2.2596848011016846 (2.2692766189575195) | > loss_gen: 2.6646461486816406 (2.654131770133972) | > loss_kl: 2.9805335998535156 (2.589661657810211) | > loss_feat: 7.8474836349487305 (6.691132187843323) | > loss_mel: 18.482135772705078 (18.77006435394287) | > loss_duration: 2.329342842102051 (2.3538637161254883) | > loss_1: 34.304141998291016 (33.05885410308838)  --> STEP: 5 | > loss_disc: 2.523933172225952 (2.320207929611206) | > loss_disc_real_0: 0.22996069490909576 (0.1500155135989189) | > loss_disc_real_1: 0.2081286907196045 (0.19889234006404877) | > loss_disc_real_2: 0.24873802065849304 (0.21218137443065643) | > loss_disc_real_3: 0.22671139240264893 (0.23062613606452942) | > loss_disc_real_4: 0.28879034519195557 (0.27140529453754425) | > loss_disc_real_5: 0.22637401521205902 (0.24328814148902894) | > loss_0: 2.523933172225952 (2.320207929611206) | > loss_gen: 2.3778350353240967 (2.598872423171997) | > loss_kl: 2.6134696006774902 (2.594423246383667) | > loss_feat: 6.649032115936279 (6.682712173461914) | > loss_mel: 19.16943359375 (18.849938201904298) | > loss_duration: 2.4262824058532715 (2.3683474540710447) | > loss_1: 33.23604965209961 (33.094293212890626)  --> STEP: 6 | > loss_disc: 2.2173209190368652 (2.3030600945154824) | > loss_disc_real_0: 0.13950368762016296 (0.14826354260245958) | > loss_disc_real_1: 0.16478478908538818 (0.193207748234272) | > loss_disc_real_2: 0.1684741973876953 (0.20489684492349625) | > loss_disc_real_3: 0.23294015228748322 (0.23101180543502173) | > loss_disc_real_4: 0.2278277575969696 (0.26414237171411514) | > loss_disc_real_5: 0.225669264793396 (0.24035166203975677) | > loss_0: 2.2173209190368652 (2.3030600945154824) | > loss_gen: 2.526745557785034 (2.5868512789408364) | > loss_kl: 2.0587198734283447 (2.5051393508911133) | > loss_feat: 7.257310390472412 (6.778478542963664) | > loss_mel: 19.909866333007812 (19.02659289042155) | > loss_duration: 2.1292169094085693 (2.328492363293966) | > loss_1: 33.881858825683594 (33.22555414835612)  --> STEP: 7 | > loss_disc: 2.586519241333008 (2.3435542583465576) | > loss_disc_real_0: 0.1282905787229538 (0.14541026204824448) | > loss_disc_real_1: 0.19971351325511932 (0.1941371432372502) | > loss_disc_real_2: 0.21638531982898712 (0.20653805562428065) | > loss_disc_real_3: 0.32185766100883484 (0.2439897848027093) | > loss_disc_real_4: 0.3148275315761566 (0.2713831088372639) | > loss_disc_real_5: 0.358029842376709 (0.2571628306593214) | > loss_0: 2.586519241333008 (2.3435542583465576) | > loss_gen: 2.3656890392303467 (2.5552566732679094) | > loss_kl: 3.7997825145721436 (2.6900883742741177) | > loss_feat: 4.51723051071167 (6.455443109784808) | > loss_mel: 18.68193244934082 (18.977355684552872) | > loss_duration: 2.499037265777588 (2.352855920791626) | > loss_1: 31.863670349121094 (33.03099931989397)  --> STEP: 8 | > loss_disc: 2.350165843963623 (2.344380706548691) | > loss_disc_real_0: 0.10369214415550232 (0.1401954973116517) | > loss_disc_real_1: 0.12580549716949463 (0.18559568747878075) | > loss_disc_real_2: 0.24967005848884583 (0.2119295559823513) | > loss_disc_real_3: 0.2686998248100281 (0.24707853980362415) | > loss_disc_real_4: 0.3042471408843994 (0.27549111284315586) | > loss_disc_real_5: 0.27938565611839294 (0.2599406838417053) | > loss_0: 2.350165843963623 (2.344380706548691) | > loss_gen: 2.7135167121887207 (2.575039178133011) | > loss_kl: 2.8510940074920654 (2.710214078426361) | > loss_feat: 8.41686725616455 (6.700621128082275) | > loss_mel: 19.494251251220703 (19.041967630386353) | > loss_duration: 2.1972508430480957 (2.3334052860736847) | > loss_1: 35.67298126220703 (33.361247062683105)  --> STEP: 9 | > loss_disc: 2.378636598587036 (2.3481869167751737) | > loss_disc_real_0: 0.2412070631980896 (0.15141900463236702) | > loss_disc_real_1: 0.12940847873687744 (0.17935266428523594) | > loss_disc_real_2: 0.26241442561149597 (0.21753898594114515) | > loss_disc_real_3: 0.29578107595443726 (0.25248993270927006) | > loss_disc_real_4: 0.19555413722991943 (0.26660922666390735) | > loss_disc_real_5: 0.22118456661701202 (0.25563444859451717) | > loss_0: 2.378636598587036 (2.3481869167751737) | > loss_gen: 2.804222583770752 (2.600504000981649) | > loss_kl: 2.798710584640503 (2.720047023561266) | > loss_feat: 9.641855239868164 (7.027424918280707) | > loss_mel: 20.99869728088379 (19.259382035997177) | > loss_duration: 2.119678497314453 (2.3096578651004367) | > loss_1: 38.363162994384766 (33.91701549953885)  --> STEP: 10 | > loss_disc: 2.546055316925049 (2.3679737567901613) | > loss_disc_real_0: 0.22051365673542023 (0.15832846984267235) | > loss_disc_real_1: 0.17893025279045105 (0.17931042313575746) | > loss_disc_real_2: 0.2529584765434265 (0.2210809350013733) | > loss_disc_real_3: 0.24581176042556763 (0.25182211548089983) | > loss_disc_real_4: 0.2874937057495117 (0.2686976745724678) | > loss_disc_real_5: 0.36483657360076904 (0.26655466109514236) | > loss_0: 2.546055316925049 (2.3679737567901613) | > loss_gen: 2.4864654541015625 (2.58910014629364) | > loss_kl: 2.1603219509124756 (2.664074516296387) | > loss_feat: 5.089720249176025 (6.833654451370239) | > loss_mel: 13.793152809143066 (18.71275911331177) | > loss_duration: 2.3204991817474365 (2.310741996765137) | > loss_1: 25.85015869140625 (33.11032981872559)  --> STEP: 11 | > loss_disc: 2.6250782012939453 (2.391346888108687) | > loss_disc_real_0: 0.26049453020095825 (0.16761629351160742) | > loss_disc_real_1: 0.24561601877212524 (0.18533820455724542) | > loss_disc_real_2: 0.2206086814403534 (0.2210380028594624) | > loss_disc_real_3: 0.23855699598789215 (0.25061619552699005) | > loss_disc_real_4: 0.2385905534029007 (0.2659606635570526) | > loss_disc_real_5: 0.2171177864074707 (0.2620603997598995) | > loss_0: 2.6250782012939453 (2.391346888108687) | > loss_gen: 2.179741382598877 (2.55188571323048) | > loss_kl: 2.883835792541504 (2.684052814136852) | > loss_feat: 4.55844783782959 (6.626817486502907) | > loss_mel: 13.047835350036621 (18.197766043923117) | > loss_duration: 2.486830711364746 (2.3267500617287378) | > loss_1: 25.156692504882812 (32.387271881103516)  --> STEP: 12 | > loss_disc: 2.0167412757873535 (2.3601297537485757) | > loss_disc_real_0: 0.07735647261142731 (0.16009464176992574) | > loss_disc_real_1: 0.2229231297969818 (0.1884702816605568) | > loss_disc_real_2: 0.15662775933742523 (0.2156704825659593) | > loss_disc_real_3: 0.2311858981847763 (0.24899700408180558) | > loss_disc_real_4: 0.25685080885887146 (0.26520150899887085) | > loss_disc_real_5: 0.22200554609298706 (0.2587224952876568) | > loss_0: 2.0167412757873535 (2.3601297537485757) | > loss_gen: 2.7551045417785645 (2.568820615609487) | > loss_kl: 2.49395489692688 (2.6682113210360208) | > loss_feat: 6.318287372589111 (6.601106643676758) | > loss_mel: 18.683727264404297 (18.23826281229655) | > loss_duration: 2.245681047439575 (2.3199943105379743) | > loss_1: 32.49675369262695 (32.39639536539713)  --> STEP: 13 | > loss_disc: 2.439993381500244 (2.3662731097294736) | > loss_disc_real_0: 0.171552836894989 (0.16097604139493063) | > loss_disc_real_1: 0.21391203999519348 (0.1904273399939904) | > loss_disc_real_2: 0.2477928251028061 (0.21814143199187058) | > loss_disc_real_3: 0.2313486486673355 (0.24763943828069251) | > loss_disc_real_4: 0.20544125139713287 (0.26060456610642946) | > loss_disc_real_5: 0.26078248023986816 (0.25888095566859615) | > loss_0: 2.439993381500244 (2.3662731097294736) | > loss_gen: 2.409402847290039 (2.5565577103541446) | > loss_kl: 1.97061288356781 (2.6145499027692356) | > loss_feat: 7.641963481903076 (6.681172554309551) | > loss_mel: 16.77384376525879 (18.125615193293644) | > loss_duration: 2.175191879272461 (2.3088556619790888) | > loss_1: 30.97101593017578 (32.28675079345703)  --> STEP: 14 | > loss_disc: 2.1904349327087402 (2.353713239942278) | > loss_disc_real_0: 0.07177028059959412 (0.15460420133812086) | > loss_disc_real_1: 0.1540372520685196 (0.1878280479993139) | > loss_disc_real_2: 0.2219206988811493 (0.21841137962681906) | > loss_disc_real_3: 0.24732038378715515 (0.24761664867401126) | > loss_disc_real_4: 0.263760507106781 (0.26082999046359745) | > loss_disc_real_5: 0.30658507347106934 (0.2622883926544871) | > loss_0: 2.1904349327087402 (2.353713239942278) | > loss_gen: 2.6724491119384766 (2.5648356676101685) | > loss_kl: 2.4727818965911865 (2.6044236166136607) | > loss_feat: 8.406556129455566 (6.804414238248553) | > loss_mel: 20.205337524414062 (18.274166788373673) | > loss_duration: 2.3106839656829834 (2.308986255100795) | > loss_1: 36.06781005859375 (32.55682645525251)  --> STEP: 15 | > loss_disc: 2.4455935955047607 (2.359838596979777) | > loss_disc_real_0: 0.19017393887043 (0.15697551717360814) | > loss_disc_real_1: 0.15509425103664398 (0.18564579486846924) | > loss_disc_real_2: 0.17365318536758423 (0.21542750000953675) | > loss_disc_real_3: 0.3135829567909241 (0.2520144025484721) | > loss_disc_real_4: 0.23748666048049927 (0.2592737684647242) | > loss_disc_real_5: 0.30091795325279236 (0.26486369669437415) | > loss_0: 2.4455935955047607 (2.359838596979777) | > loss_gen: 2.444746971130371 (2.5568297545115155) | > loss_kl: 3.285230875015259 (2.649810767173767) | > loss_feat: 6.647609710693359 (6.793960603078206) | > loss_mel: 19.032997131347656 (18.324755477905274) | > loss_duration: 2.296644449234009 (2.3081634680430096) | > loss_1: 33.70722961425781 (32.6335199991862)  --> STEP: 16 | > loss_disc: 2.119595766067505 (2.34482342004776) | > loss_disc_real_0: 0.13284245133399963 (0.1554672005586326) | > loss_disc_real_1: 0.1667759120464325 (0.18446642719209194) | > loss_disc_real_2: 0.2278306484222412 (0.21620269678533077) | > loss_disc_real_3: 0.192594513297081 (0.24830065947026017) | > loss_disc_real_4: 0.14616164565086365 (0.25220426078885794) | > loss_disc_real_5: 0.09683328121900558 (0.2543617957271636) | > loss_0: 2.119595766067505 (2.34482342004776) | > loss_gen: 2.4122629165649414 (2.5477943271398544) | > loss_kl: 2.475037097930908 (2.6388874128460884) | > loss_feat: 9.040914535522461 (6.934395223855972) | > loss_mel: 18.63129997253418 (18.34391450881958) | > loss_duration: 2.3379087448120117 (2.310022547841072) | > loss_1: 34.897422790527344 (32.77501392364502)  --> STEP: 17 | > loss_disc: 2.502933979034424 (2.3541240411646225) | > loss_disc_real_0: 0.16331031918525696 (0.1559285604778458) | > loss_disc_real_1: 0.18693923950195312 (0.18461188673973083) | > loss_disc_real_2: 0.2808436453342438 (0.22000510552350214) | > loss_disc_real_3: 0.3268481492996216 (0.25292110004845786) | > loss_disc_real_4: 0.34352490305900574 (0.2575760632753372) | > loss_disc_real_5: 0.30108752846717834 (0.25711036824128214) | > loss_0: 2.502933979034424 (2.3541240411646225) | > loss_gen: 2.6874961853027344 (2.556012083502377) | > loss_kl: 2.197014570236206 (2.612894892692566) | > loss_feat: 5.829063892364502 (6.869375733768239) | > loss_mel: 19.051551818847656 (18.38554023293888) | > loss_duration: 2.421926975250244 (2.316605161218082) | > loss_1: 32.18705368041992 (32.740428026984716)  --> STEP: 18 | > loss_disc: 2.0987548828125 (2.339936865700616) | > loss_disc_real_0: 0.16110168397426605 (0.15621595622764695) | > loss_disc_real_1: 0.15546151995658875 (0.18299242191844517) | > loss_disc_real_2: 0.1403971016407013 (0.2155824386411243) | > loss_disc_real_3: 0.16441166400909424 (0.24800390915738213) | > loss_disc_real_4: 0.18012568354606628 (0.25327326440148884) | > loss_disc_real_5: 0.2257387936115265 (0.25536750298407346) | > loss_0: 2.0987548828125 (2.339936865700616) | > loss_gen: 2.435131072998047 (2.5492964718076916) | > loss_kl: 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(2.3133413415206108) | > loss_1: 32.76470184326172 (32.861806769120065)  --> STEP: 20 | > loss_disc: 2.364715099334717 (2.3338103771209715) | > loss_disc_real_0: 0.07940176129341125 (0.1545913640409708) | > loss_disc_real_1: 0.15895342826843262 (0.18234738409519197) | > loss_disc_real_2: 0.21910357475280762 (0.21503741964697837) | > loss_disc_real_3: 0.24205327033996582 (0.24542631059885026) | > loss_disc_real_4: 0.276905357837677 (0.2548020027577877) | > loss_disc_real_5: 0.2961324155330658 (0.25586426444351673) | > loss_0: 2.364715099334717 (2.3338103771209715) | > loss_gen: 2.3164737224578857 (2.549464964866638) | > loss_kl: 1.8342645168304443 (2.5324112236499787) | > loss_feat: 6.018404006958008 (6.930015897750854) | > loss_mel: 17.670289993286133 (18.40112171173096) | > loss_duration: 2.2989108562469482 (2.3126198172569277) | > loss_1: 30.138341903686523 (32.72563352584839)  --> STEP: 21 | > loss_disc: 2.2197256088256836 (2.3283777691069103) | > loss_disc_real_0: 0.23401325941085815 (0.1583733590585845) | > loss_disc_real_1: 0.26966455578804016 (0.18650534465199425) | > loss_disc_real_2: 0.27489927411079407 (0.21788798414525531) | > loss_disc_real_3: 0.21462799608707428 (0.24395972419352757) | > loss_disc_real_4: 0.22310110926628113 (0.2532924364010493) | > loss_disc_real_5: 0.16714730858802795 (0.25163964749801726) | > loss_0: 2.2197256088256836 (2.3283777691069103) | > loss_gen: 2.933878183364868 (2.5677703562236966) | > loss_kl: 3.0114831924438477 (2.5552241745449247) | > loss_feat: 7.22366189956665 (6.943999040694464) | > loss_mel: 15.77689266204834 (18.276158423650834) | > loss_duration: 2.157858371734619 (2.305250224613008) | > loss_1: 31.103775024414062 (32.64840216863723)  --> STEP: 22 | > loss_disc: 2.1661977767944336 (2.321005951274525) | > loss_disc_real_0: 0.13114911317825317 (0.15713589333675124) | > loss_disc_real_1: 0.13884100317955017 (0.18433878367597406) | > loss_disc_real_2: 0.2314746081829071 (0.2185055579651486) | > 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(0.24906840369753216) | > loss_0: 2.2343292236328125 (2.3172373978987983) | > loss_gen: 2.8575613498687744 (2.579226898110431) | > loss_kl: 2.370659351348877 (2.523144571677498) | > loss_feat: 7.147287368774414 (7.0341709593068) | > loss_mel: 17.92408561706543 (18.334441682566773) | > loss_duration: 2.2711758613586426 (2.297870978065159) | > loss_1: 32.570770263671875 (32.768855136373766)  --> STEP: 24 | > loss_disc: 2.24473237991333 (2.314216355482737) | > loss_disc_real_0: 0.07914688438177109 (0.15351090021431446) | > loss_disc_real_1: 0.13816297054290771 (0.1821819202353557) | > loss_disc_real_2: 0.30824756622314453 (0.22416039121647677) | > loss_disc_real_3: 0.18537017703056335 (0.23939928164084753) | > loss_disc_real_4: 0.21350324153900146 (0.24807488980392614) | > loss_disc_real_5: 0.27339574694633484 (0.2500820429995656) | > loss_0: 2.24473237991333 (2.314216355482737) | > loss_gen: 2.5694656372070312 (2.5788201789061227) | > loss_kl: 2.040245532989502 (2.503023778398832) | > loss_feat: 7.7796630859375 (7.065233131249745) | > loss_mel: 19.101375579833984 (18.36639726161957) | > loss_duration: 2.4053127765655518 (2.302347719669342) | > loss_1: 33.896060943603516 (32.81582204500834)  --> STEP: 25 | > loss_disc: 2.597878932952881 (2.325562858581543) | > loss_disc_real_0: 0.14416584372520447 (0.15313709795475006) | > loss_disc_real_1: 0.23961026966571808 (0.1844790542125702) | > loss_disc_real_2: 0.2982245087623596 (0.22712295591831208) | > loss_disc_real_3: 0.2699190676212311 (0.24062007308006286) | > loss_disc_real_4: 0.1964116096496582 (0.24600835859775544) | > loss_disc_real_5: 0.26654890179634094 (0.2507407173514366) | > loss_0: 2.597878932952881 (2.325562858581543) | > loss_gen: 2.3803210258483887 (2.5708802127838135) | > loss_kl: 2.5281565189361572 (2.504029088020325) | > loss_feat: 6.893731594085693 (7.058373069763183) | > loss_mel: 16.744691848754883 (18.301529045104985) | > loss_duration: 2.3367538452148438 (2.3037239646911623) | > loss_1: 30.883655548095703 (32.73853538513183)  --> STEP: 26 | > loss_disc: 2.8870646953582764 (2.3471590830729556) | > loss_disc_real_0: 0.08643172681331635 (0.15057150675700262) | > loss_disc_real_1: 0.15464627742767334 (0.18333163972084338) | > loss_disc_real_2: 0.19820621609687805 (0.2260107736174877) | > loss_disc_real_3: 0.27316582202911377 (0.24187183265502638) | > loss_disc_real_4: 0.23658764362335205 (0.2456460234064322) | > loss_disc_real_5: 0.3490184247493744 (0.25452062917443424) | > loss_0: 2.8870646953582764 (2.3471590830729556) | > loss_gen: 1.7936348915100098 (2.5409861619655905) | > loss_kl: 2.299729824066162 (2.4961714240220876) | > loss_feat: 6.880362033843994 (7.051526491458599) | > loss_mel: 20.56859588623047 (18.38872392360981) | > loss_duration: 2.2697854042053223 (2.3024186354417067) | > loss_1: 33.81210708618164 (32.77982660440298) --> EVAL PERFORMANCE | > avg_loader_time: 0.008194088935852049 (+0.005673665266770581) | > avg_loss_disc: 2.3471590830729556 (+0.012743133765001247) | > avg_loss_disc_real_0: 0.15057150675700262 (+0.018702882413680733) | > avg_loss_disc_real_1: 0.18333163972084338 (-0.05536513259777656) | > avg_loss_disc_real_2: 0.2260107736174877 (+0.03663777330747017) | > avg_loss_disc_real_3: 0.24187183265502638 (+0.006818659030474156) | > avg_loss_disc_real_4: 0.2456460234064322 (+0.014466002583503723) | > avg_loss_disc_real_5: 0.25452062917443424 (+0.0350835446554881) | > avg_loss_0: 2.3471590830729556 (+0.012743133765001247) | > avg_loss_gen: 2.5409861619655905 (+0.023614819233234385) | > avg_loss_kl: 2.4961714240220876 (-0.07181137341719435) | > avg_loss_feat: 7.051526491458599 (-0.5080244724567127) | > avg_loss_mel: 18.38872392360981 (-0.049908161163326525) | > avg_loss_duration: 2.3024186354417067 (+0.024420059644258973) | > avg_loss_1: 32.77982660440298 (-0.5817093482384337)  > EPOCH: 305/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:23:05)   --> TIME: 2024-06-11 04:23:14 -- STEP: 24/330 -- GLOBAL_STEP: 188675 | > loss_disc: 2.3616902828216553 (2.3103236158688865) | > loss_disc_real_0: 0.1020895391702652 (0.10728928493335843) | > loss_disc_real_1: 0.17447401583194733 (0.19593175748984018) | > loss_disc_real_2: 0.2212744802236557 (0.2124405074864626) | > loss_disc_real_3: 0.25273293256759644 (0.22790693243344626) | > loss_disc_real_4: 0.23752017319202423 (0.22067872621119022) | > loss_disc_real_5: 0.2141634076833725 (0.21749387184778848) | > loss_0: 2.3616902828216553 (2.3103236158688865) | > grad_norm_0: tensor(16.0364, device='cuda:0') (tensor(8.9534, device='cuda:0')) | > loss_gen: 2.450833320617676 (2.5235349237918854) | > loss_kl: 1.8042945861816406 (1.8077239195505779) | > loss_feat: 7.224299430847168 (7.183375577131907) | > loss_mel: 18.347034454345703 (18.668266534805294) | > loss_duration: 2.0150809288024902 (2.108134319384893) | > loss_1: 31.841543197631836 (32.29103517532349) | > grad_norm_1: tensor(190.6958, device='cuda:0') (tensor(85.2605, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3395 (0.3463229537010193) | > loader_time: 0.0031 (0.0032112995783487954)  --> TIME: 2024-06-11 04:23:23 -- STEP: 49/330 -- GLOBAL_STEP: 188700 | > loss_disc: 2.277453660964966 (2.311952221150301) | > loss_disc_real_0: 0.11382374167442322 (0.10822693007637044) | > loss_disc_real_1: 0.2468547523021698 (0.1965729177606349) | > loss_disc_real_2: 0.2079419195652008 (0.21331976414943227) | > loss_disc_real_3: 0.2525733709335327 (0.22959858817713602) | > loss_disc_real_4: 0.22384347021579742 (0.22273406325554362) | > loss_disc_real_5: 0.22437891364097595 (0.21559862336333918) | > loss_0: 2.277453660964966 (2.311952221150301) | > grad_norm_0: tensor(17.1784, device='cuda:0') (tensor(9.8370, device='cuda:0')) | > loss_gen: 2.627054452896118 (2.539642402103969) | > loss_kl: 1.84003484249115 (1.793535295797854) | > loss_feat: 7.034209251403809 (7.2590788140588876) | > loss_mel: 18.249711990356445 (18.599471851271023) | > loss_duration: 1.9667928218841553 (2.062881963593619) | > loss_1: 31.717802047729492 (32.25461033412388) | > grad_norm_1: tensor(229.7182, device='cuda:0') (tensor(112.6839, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3647 (0.35183120747001806) | > loader_time: 0.0034 (0.003346126906725825)  --> TIME: 2024-06-11 04:23:33 -- STEP: 74/330 -- GLOBAL_STEP: 188725 | > loss_disc: 2.259547233581543 (2.3171467845504345) | > loss_disc_real_0: 0.08824044466018677 (0.11126476682319834) | > loss_disc_real_1: 0.20154012739658356 (0.19650096345592188) | > loss_disc_real_2: 0.20436234772205353 (0.21316096186637884) | > loss_disc_real_3: 0.21785341203212738 (0.22732211468187538) | > loss_disc_real_4: 0.21211114525794983 (0.2231011855843905) | > loss_disc_real_5: 0.1884816586971283 (0.215256957186235) | > loss_0: 2.259547233581543 (2.3171467845504345) | > grad_norm_0: tensor(8.5534, device='cuda:0') (tensor(10.6481, device='cuda:0')) | > loss_gen: 2.6335227489471436 (2.529980034441561) | > loss_kl: 1.9118868112564087 (1.8081813116331358) | > loss_feat: 7.906286239624023 (7.279004109872354) | > loss_mel: 19.12067222595215 (18.581191372227018) | > loss_duration: 1.9764435291290283 (2.045281603529646) | > loss_1: 33.54881286621094 (32.24363839948499) | > grad_norm_1: tensor(117.7494, device='cuda:0') (tensor(123.5881, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3679 (0.35457797308225886) | > loader_time: 0.0036 (0.003507752676267882)  --> TIME: 2024-06-11 04:23:42 -- STEP: 99/330 -- GLOBAL_STEP: 188750 | > loss_disc: 2.3739097118377686 (2.316272196143564) | > loss_disc_real_0: 0.0855267345905304 (0.11221441848561017) | > loss_disc_real_1: 0.16096557676792145 (0.19820874327360982) | > loss_disc_real_2: 0.24988557398319244 (0.2130657169553969) | > loss_disc_real_3: 0.23038581013679504 (0.2270733525957724) | > loss_disc_real_4: 0.23815368115901947 (0.22396067010633874) | > loss_disc_real_5: 0.22944560647010803 (0.215571661790212) | > loss_0: 2.3739097118377686 (2.316272196143564) | > grad_norm_0: tensor(17.1153, device='cuda:0') (tensor(11.3815, device='cuda:0')) | > loss_gen: 2.4751222133636475 (2.5335997379187383) | > loss_kl: 1.7916282415390015 (1.8177175040196891) | > loss_feat: 7.1951093673706055 (7.290369505834097) | > loss_mel: 18.559633255004883 (18.522459184280542) | > loss_duration: 2.0539913177490234 (2.0418103186771113) | > loss_1: 32.07548522949219 (32.205956276017) | > grad_norm_1: tensor(254.0484, device='cuda:0') (tensor(136.5383, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3564 (0.3570213823607472) | > loader_time: 0.0042 (0.0036053513035629735)  --> TIME: 2024-06-11 04:23:51 -- STEP: 124/330 -- GLOBAL_STEP: 188775 | > loss_disc: 2.1609907150268555 (2.317615924342987) | > loss_disc_real_0: 0.09568988531827927 (0.11193192921458714) | > loss_disc_real_1: 0.22047370672225952 (0.19746028547806124) | > loss_disc_real_2: 0.20922820270061493 (0.21383750174314747) | > loss_disc_real_3: 0.19127848744392395 (0.22689361906340044) | > loss_disc_real_4: 0.16275988519191742 (0.22310542423398264) | > loss_disc_real_5: 0.16265036165714264 (0.21610967093898403) | > loss_0: 2.1609907150268555 (2.317615924342987) | > grad_norm_0: tensor(30.8429, device='cuda:0') (tensor(13.0423, device='cuda:0')) | > loss_gen: 2.7094943523406982 (2.533165914397086) | > loss_kl: 1.692559003829956 (1.8270703525312486) | > loss_feat: 8.164002418518066 (7.275037950085055) | > loss_mel: 18.866657257080078 (18.495229090413734) | > loss_duration: 2.058124303817749 (2.0427076931922667) | > loss_1: 33.49083709716797 (32.17321095928068) | > grad_norm_1: tensor(238.4351, device='cuda:0') (tensor(158.7133, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.368 (0.3599848401161931) | > loader_time: 0.005 (0.0037310315716651177)  --> TIME: 2024-06-11 04:24:01 -- STEP: 149/330 -- GLOBAL_STEP: 188800 | > loss_disc: 2.358760356903076 (2.315335680174348) | > loss_disc_real_0: 0.07676011323928833 (0.11110149446449824) | > loss_disc_real_1: 0.16995882987976074 (0.1982986598006831) | > loss_disc_real_2: 0.21108616888523102 (0.21301882138988315) | > loss_disc_real_3: 0.23150435090065002 (0.22636007732592972) | > loss_disc_real_4: 0.2326957732439041 (0.2226192469164829) | > loss_disc_real_5: 0.18112166225910187 (0.21643562724926324) | > loss_0: 2.358760356903076 (2.315335680174348) | > grad_norm_0: tensor(13.8737, device='cuda:0') (tensor(15.1318, device='cuda:0')) | > loss_gen: 2.498047113418579 (2.5494114552568266) | > loss_kl: 1.708433747291565 (1.831697619201353) | > loss_feat: 7.442502498626709 (7.318434577660272) | > loss_mel: 18.58829116821289 (18.49636083001258) | > loss_duration: 2.0573952198028564 (2.0446231637225054) | > loss_1: 32.29467010498047 (32.24052763305252) | > grad_norm_1: tensor(189.8033, device='cuda:0') (tensor(173.9014, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3608 (0.36362561923545467) | > loader_time: 0.0042 (0.0038586798930328164)  --> TIME: 2024-06-11 04:24:11 -- STEP: 174/330 -- GLOBAL_STEP: 188825 | > loss_disc: 2.295175790786743 (2.317997814595015) | > loss_disc_real_0: 0.14954468607902527 (0.11136876185820706) | > loss_disc_real_1: 0.19496454298496246 (0.19871560278637657) | > loss_disc_real_2: 0.21992497146129608 (0.2136426308545573) | > loss_disc_real_3: 0.2148304432630539 (0.2264727508199626) | > loss_disc_real_4: 0.21917006373405457 (0.22315615912278494) | > loss_disc_real_5: 0.20950576663017273 (0.2167959731371923) | > loss_0: 2.295175790786743 (2.317997814595015) | > grad_norm_0: tensor(45.0644, device='cuda:0') (tensor(17.9782, device='cuda:0')) | > loss_gen: 2.6304144859313965 (2.552565030667973) | > loss_kl: 1.737267017364502 (1.8409015323923923) | > loss_feat: 7.681002140045166 (7.337698980309497) | > loss_mel: 18.610441207885742 (18.50799698665224) | > loss_duration: 2.1574058532714844 (2.0491969462098734) | > loss_1: 32.8165283203125 (32.28835942279333) | > grad_norm_1: tensor(162.6917, device='cuda:0') (tensor(197.4992, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3773 (0.36692494633554024) | > loader_time: 0.0047 (0.003956593316176843)  --> TIME: 2024-06-11 04:24:21 -- STEP: 199/330 -- GLOBAL_STEP: 188850 | > loss_disc: 2.3035778999328613 (2.317632046177161) | > loss_disc_real_0: 0.1121084988117218 (0.11167227562947489) | > loss_disc_real_1: 0.2149820625782013 (0.19863784343153987) | > loss_disc_real_2: 0.17801272869110107 (0.21311519051616515) | > loss_disc_real_3: 0.204666867852211 (0.22651870309108466) | > loss_disc_real_4: 0.22127078473567963 (0.22379972115533436) | > loss_disc_real_5: 0.22661828994750977 (0.216813766477096) | > loss_0: 2.3035778999328613 (2.317632046177161) | > grad_norm_0: tensor(14.6384, device='cuda:0') (tensor(19.4934, device='cuda:0')) | > loss_gen: 2.5045697689056396 (2.5536319550557343) | > loss_kl: 1.7868894338607788 (1.846228712168171) | > loss_feat: 7.315062046051025 (7.350429927883436) | > loss_mel: 18.219100952148438 (18.481688072933014) | > loss_duration: 2.1800029277801514 (2.056673990422157) | > loss_1: 32.0056266784668 (32.288652640491264) | > grad_norm_1: tensor(185.9655, device='cuda:0') (tensor(211.3276, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3928 (0.3705629487732546) | > loader_time: 0.0059 (0.00409655594945553)  --> TIME: 2024-06-11 04:24:32 -- STEP: 224/330 -- GLOBAL_STEP: 188875 | > loss_disc: 2.3440113067626953 (2.315496108361654) | > loss_disc_real_0: 0.10285800695419312 (0.11172879327620779) | > loss_disc_real_1: 0.17275047302246094 (0.19843126946528042) | > loss_disc_real_2: 0.18961508572101593 (0.2131652642440583) | > loss_disc_real_3: 0.23665300011634827 (0.22653859401387827) | > loss_disc_real_4: 0.2163979560136795 (0.22355157010523335) | > loss_disc_real_5: 0.224962055683136 (0.21653808786400724) | > loss_0: 2.3440113067626953 (2.315496108361654) | > grad_norm_0: tensor(31.3103, device='cuda:0') (tensor(20.4958, device='cuda:0')) | > loss_gen: 2.5336358547210693 (2.557038230555397) | > loss_kl: 2.0060694217681885 (1.8486833359513963) | > loss_feat: 7.389774322509766 (7.369340117488589) | > loss_mel: 18.974475860595703 (18.437894616808197) | > loss_duration: 2.173527717590332 (2.0631690078548033) | > loss_1: 33.077484130859375 (32.27612537145613) | > grad_norm_1: tensor(422.7770, device='cuda:0') (tensor(231.2480, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.3975 (0.3743941241077013) | > loader_time: 0.0055 (0.004232478993279594)  --> TIME: 2024-06-11 04:24:43 -- STEP: 249/330 -- GLOBAL_STEP: 188900 | > loss_disc: 2.2288336753845215 (2.3166126668692604) | > loss_disc_real_0: 0.08639687299728394 (0.1130616671768537) | > loss_disc_real_1: 0.18827244639396667 (0.19876577977435178) | > loss_disc_real_2: 0.20383203029632568 (0.21302865415691852) | > loss_disc_real_3: 0.21713915467262268 (0.2265243887542242) | > loss_disc_real_4: 0.1982407122850418 (0.2236519923291532) | > loss_disc_real_5: 0.22784127295017242 (0.21633586778219444) | > loss_0: 2.2288336753845215 (2.3166126668692604) | > grad_norm_0: tensor(51.5458, device='cuda:0') (tensor(23.3710, device='cuda:0')) | > loss_gen: 2.470363140106201 (2.5564464383335945) | > loss_kl: 1.8551671504974365 (1.8491660533659908) | > loss_feat: 7.276069641113281 (7.362352669957173) | > loss_mel: 17.613435745239258 (18.407540348160207) | > loss_duration: 2.1448235511779785 (2.070718816964026) | > loss_1: 31.359859466552734 (32.246224399551316) | > grad_norm_1: tensor(377.2777, device='cuda:0') (tensor(247.7585, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.422 (0.38011139463708093) | > loader_time: 0.0061 (0.004389375089162802)  --> TIME: 2024-06-11 04:24:54 -- STEP: 274/330 -- GLOBAL_STEP: 188925 | > loss_disc: 2.481200695037842 (2.3189750326810974) | > loss_disc_real_0: 0.2979596257209778 (0.11384675649069521) | > loss_disc_real_1: 0.17008985579013824 (0.1987607388818351) | > loss_disc_real_2: 0.2273239940404892 (0.21383705501356262) | > loss_disc_real_3: 0.2285606861114502 (0.22623567283153534) | > loss_disc_real_4: 0.21748560667037964 (0.22343401164904128) | > loss_disc_real_5: 0.23398728668689728 (0.21658785733645844) | > loss_0: 2.481200695037842 (2.3189750326810974) | > grad_norm_0: tensor(129.3591, device='cuda:0') (tensor(25.6781, device='cuda:0')) | > loss_gen: 2.73005747795105 (2.5610599343794096) | > loss_kl: 1.8507890701293945 (1.8532260926100461) | > loss_feat: 6.751047134399414 (7.378261155455652) | > loss_mel: 17.057432174682617 (18.375231610597478) | > loss_duration: 2.174886703491211 (2.0785566716298596) | > loss_1: 30.564210891723633 (32.24633554472539) | > grad_norm_1: tensor(490.6592, device='cuda:0') (tensor(263.4319, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.4522 (0.3855341107305818) | > loader_time: 0.006 (0.00454709390654181)  --> TIME: 2024-06-11 04:25:06 -- STEP: 299/330 -- GLOBAL_STEP: 188950 | > loss_disc: 2.3080313205718994 (2.320131734063396) | > loss_disc_real_0: 0.15465524792671204 (0.1144227313880737) | > loss_disc_real_1: 0.18776576220989227 (0.1991826373099484) | > loss_disc_real_2: 0.2388942986726761 (0.21380043558053743) | > loss_disc_real_3: 0.23263992369174957 (0.22607891196789948) | > loss_disc_real_4: 0.2408236861228943 (0.22320690247725483) | > loss_disc_real_5: 0.22074133157730103 (0.21632134037272976) | > loss_0: 2.3080313205718994 (2.320131734063396) | > grad_norm_0: tensor(6.9966, device='cuda:0') (tensor(26.6896, device='cuda:0')) | > loss_gen: 2.711822986602783 (2.556709956165938) | > loss_kl: 1.854790449142456 (1.8543754816055298) | > loss_feat: 7.760100364685059 (7.384840572956812) | > loss_mel: 18.919292449951172 (18.328978592735456) | > loss_duration: 2.240265130996704 (2.087918894745438) | > loss_1: 33.486270904541016 (32.2128235679805) | > grad_norm_1: tensor(327.2906, device='cuda:0') (tensor(274.9637, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.4692 (0.3920968615490457) | > loader_time: 0.0069 (0.004724774472290857)  --> TIME: 2024-06-11 04:25:20 -- STEP: 324/330 -- GLOBAL_STEP: 188975 | > loss_disc: 2.6240921020507812 (2.327577320145973) | > loss_disc_real_0: 0.14836518466472626 (0.11626946067230569) | > loss_disc_real_1: 0.2333877831697464 (0.1999806573177562) | > loss_disc_real_2: 0.23123839497566223 (0.21398583013150424) | > loss_disc_real_3: 0.2818385660648346 (0.22644968422842615) | > loss_disc_real_4: 0.3797019124031067 (0.22562609631338237) | > loss_disc_real_5: 0.27177077531814575 (0.21671713612697735) | > loss_0: 2.6240921020507812 (2.327577320145973) | > grad_norm_0: tensor(18.1629, device='cuda:0') (tensor(26.5661, device='cuda:0')) | > loss_gen: 2.181536912918091 (2.5528600731013715) | > loss_kl: 2.0768117904663086 (1.8611433884979767) | > loss_feat: 9.102275848388672 (7.443098992477228) | > loss_mel: 17.522897720336914 (18.30405631477449) | > loss_duration: 2.270378589630127 (2.1016072439558755) | > loss_1: 33.153900146484375 (32.262766066892645) | > grad_norm_1: tensor(338.1113, device='cuda:0') (tensor(278.0293, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.5956 (0.4038655941869006) | > loader_time: 0.0099 (0.005002743668026394)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.529604911804199 (2.529604911804199) | > loss_disc_real_0: 0.09997929632663727 (0.09997929632663727) | > loss_disc_real_1: 0.3346281051635742 (0.3346281051635742) | > loss_disc_real_2: 0.20284748077392578 (0.20284748077392578) | > loss_disc_real_3: 0.24488089978694916 (0.24488089978694916) | > loss_disc_real_4: 0.2530533969402313 (0.2530533969402313) | > loss_disc_real_5: 0.2900988459587097 (0.2900988459587097) | > loss_0: 2.529604911804199 (2.529604911804199) | > loss_gen: 2.611647844314575 (2.611647844314575) | > loss_kl: 2.0403621196746826 (2.0403621196746826) | > loss_feat: 6.966441631317139 (6.966441631317139) | > loss_mel: 17.0656681060791 (17.0656681060791) | > loss_duration: 2.985602855682373 (2.985602855682373) | > loss_1: 31.669723510742188 (31.669723510742188)  --> STEP: 1 | > loss_disc: 2.5831708908081055 (2.5831708908081055) | > loss_disc_real_0: 0.08928142488002777 (0.08928142488002777) | > loss_disc_real_1: 0.30540964007377625 (0.30540964007377625) | > loss_disc_real_2: 0.26987966895103455 (0.26987966895103455) | > loss_disc_real_3: 0.24347054958343506 (0.24347054958343506) | > loss_disc_real_4: 0.24214555323123932 (0.24214555323123932) | > loss_disc_real_5: 0.275928258895874 (0.275928258895874) | > loss_0: 2.5831708908081055 (2.5831708908081055) | > loss_gen: 2.1831939220428467 (2.1831939220428467) | > loss_kl: 1.6954867839813232 (1.6954867839813232) | > loss_feat: 4.467191219329834 (4.467191219329834) | > loss_mel: 17.60365867614746 (17.60365867614746) | > loss_duration: 2.402982473373413 (2.402982473373413) | > loss_1: 28.35251235961914 (28.35251235961914)  --> STEP: 2 | > loss_disc: 2.326931953430176 (2.4550514221191406) | > loss_disc_real_0: 0.06328745931386948 (0.07628444209694862) | > loss_disc_real_1: 0.22138357162475586 (0.26339660584926605) | > loss_disc_real_2: 0.28060659766197205 (0.2752431333065033) | > loss_disc_real_3: 0.26188698410987854 (0.2526787668466568) | > loss_disc_real_4: 0.2299388200044632 (0.23604218661785126) | > loss_disc_real_5: 0.24302218854427338 (0.2594752237200737) | > loss_0: 2.326931953430176 (2.4550514221191406) | > loss_gen: 2.4216468334198 (2.3024203777313232) | > loss_kl: 2.4314539432525635 (2.0634703636169434) | > loss_feat: 5.328636646270752 (4.897913932800293) | > loss_mel: 19.074079513549805 (18.338869094848633) | > loss_duration: 2.4241414070129395 (2.4135619401931763) | > loss_1: 31.67995834350586 (30.0162353515625)  --> STEP: 3 | > loss_disc: 2.2665815353393555 (2.392228126525879) | > loss_disc_real_0: 0.0889824628829956 (0.08051711569229762) | > loss_disc_real_1: 0.24700336158275604 (0.2579321910937627) | > loss_disc_real_2: 0.2222750186920166 (0.2575870951016744) | > loss_disc_real_3: 0.257231205701828 (0.2541962464650472) | > loss_disc_real_4: 0.23427625000476837 (0.23545354108015695) | > loss_disc_real_5: 0.25605201721191406 (0.2583341548840205) | > loss_0: 2.2665815353393555 (2.392228126525879) | > loss_gen: 2.657113790512085 (2.4206515153249106) | > loss_kl: 2.4870870113372803 (2.2046759128570557) | > loss_feat: 6.8328070640563965 (5.542878309885661) | > loss_mel: 18.99371910095215 (18.557152430216473) | > loss_duration: 2.224240303039551 (2.3504547278086343) | > loss_1: 33.194969177246094 (31.07581329345703)  --> STEP: 4 | > loss_disc: 2.0980992317199707 (2.318695902824402) | > loss_disc_real_0: 0.11092042922973633 (0.0881179440766573) | > loss_disc_real_1: 0.22330670058727264 (0.2492758184671402) | > loss_disc_real_2: 0.19376060366630554 (0.24163047224283218) | > loss_disc_real_3: 0.25925639271736145 (0.25546128302812576) | > loss_disc_real_4: 0.20567002892494202 (0.22800766304135323) | > loss_disc_real_5: 0.1909528523683548 (0.24148882925510406) | > loss_0: 2.0980992317199707 (2.318695902824402) | > loss_gen: 2.9094481468200684 (2.5428506731987) | > loss_kl: 2.6735496520996094 (2.321894347667694) | > loss_feat: 9.433226585388184 (6.5154653787612915) | > loss_mel: 18.596220016479492 (18.566919326782227) | > loss_duration: 2.3035569190979004 (2.338730275630951) | > loss_1: 35.91600036621094 (32.28586006164551)  --> STEP: 5 | > loss_disc: 2.194395065307617 (2.293835735321045) | > loss_disc_real_0: 0.1209714412689209 (0.09468864351511001) | > loss_disc_real_1: 0.2858458459377289 (0.25658982396125796) | > loss_disc_real_2: 0.29290875792503357 (0.25188612937927246) | > loss_disc_real_3: 0.27826493978500366 (0.26002201437950134) | > loss_disc_real_4: 0.21081297099590302 (0.22456872463226318) | > loss_disc_real_5: 0.2269926518201828 (0.2385895937681198) | > loss_0: 2.194395065307617 (2.293835735321045) | > loss_gen: 2.9976234436035156 (2.6338052272796633) | > loss_kl: 3.0755560398101807 (2.4726266860961914) | > loss_feat: 6.963895797729492 (6.6051514625549315) | > loss_mel: 20.304502487182617 (18.914435958862306) | > loss_duration: 2.340419054031372 (2.3390680313110352) | > loss_1: 35.6819953918457 (32.96508712768555)  --> STEP: 6 | > loss_disc: 2.7632579803466797 (2.372072776158651) | > loss_disc_real_0: 0.2373570203781128 (0.11846670632561047) | > loss_disc_real_1: 0.45739269256591797 (0.2900569687287013) | > loss_disc_real_2: 0.3083796203136444 (0.2613017112016678) | > loss_disc_real_3: 0.2790868580341339 (0.2631994883219401) | > loss_disc_real_4: 0.23360702395439148 (0.2260751078526179) | > loss_disc_real_5: 0.2853209972381592 (0.24637816101312637) | > loss_0: 2.7632579803466797 (2.372072776158651) | > loss_gen: 2.7907285690307617 (2.6599591175715127) | > loss_kl: 2.8265976905822754 (2.5316218535105386) | > loss_feat: 6.2685136795043945 (6.549045165379842) | > loss_mel: 18.83197593688965 (18.900692621866863) | > loss_duration: 2.1012721061706543 (2.2994353771209717) | > loss_1: 32.819087982177734 (32.94075393676758)  --> STEP: 7 | > loss_disc: 2.3087525367736816 (2.3630270276750838) | > loss_disc_real_0: 0.11047413945198059 (0.11732491105794907) | > loss_disc_real_1: 0.2500632703304291 (0.28434358324323383) | > loss_disc_real_2: 0.26734837889671326 (0.2621655208723886) | > loss_disc_real_3: 0.26688146591186523 (0.2637254851205008) | > loss_disc_real_4: 0.23960021138191223 (0.22800726549965994) | > loss_disc_real_5: 0.26911965012550354 (0.2496269451720374) | > loss_0: 2.3087525367736816 (2.3630270276750838) | > loss_gen: 2.7020981311798096 (2.6659789766584123) | > loss_kl: 3.2113306522369385 (2.628723110471453) | > loss_feat: 6.507429122924805 (6.543100016457694) | > loss_mel: 19.220495223999023 (18.946378707885742) | > loss_duration: 2.463646411895752 (2.3228940963745117) | > loss_1: 34.10499954223633 (33.10707473754883)  --> STEP: 8 | > loss_disc: 2.5535645484924316 (2.386844217777252) | > loss_disc_real_0: 0.15770161151885986 (0.12237199861556292) | > loss_disc_real_1: 0.30201655626296997 (0.28655270487070084) | > loss_disc_real_2: 0.21999894082546234 (0.2568946983665228) | > loss_disc_real_3: 0.27751997113227844 (0.26544979587197304) | > loss_disc_real_4: 0.2292504906654358 (0.22816266864538193) | > loss_disc_real_5: 0.26158958673477173 (0.2511222753673792) | > loss_0: 2.5535645484924316 (2.386844217777252) | > loss_gen: 2.6249806880950928 (2.6608541905879974) | > loss_kl: 2.269655704498291 (2.5838396847248077) | > loss_feat: 9.651686668395996 (6.931673347949982) | > loss_mel: 18.718950271606445 (18.91795015335083) | > loss_duration: 2.159271717071533 (2.3024412989616394) | > loss_1: 35.42454528808594 (33.39675855636597)  --> STEP: 9 | > loss_disc: 2.5275168418884277 (2.4024745093451605) | > loss_disc_real_0: 0.210137277841568 (0.13212369630734125) | > loss_disc_real_1: 0.2884826362133026 (0.2867671416865455) | > loss_disc_real_2: 0.24475695192813873 (0.255546059873369) | > loss_disc_real_3: 0.30043354630470276 (0.26933687925338745) | > loss_disc_real_4: 0.310419499874115 (0.2373023165596856) | > loss_disc_real_5: 0.30635589361190796 (0.2572593440612157) | > loss_0: 2.5275168418884277 (2.4024745093451605) | > loss_gen: 3.100116729736328 (2.7096611393822565) | > loss_kl: 2.006747245788574 (2.519718302620782) | > 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33.93107986450195 (33.5254264831543)  --> STEP: 11 | > loss_disc: 2.351126194000244 (2.3881117647344414) | > loss_disc_real_0: 0.11912627518177032 (0.13160254670815033) | > loss_disc_real_1: 0.3190959095954895 (0.2927990339019082) | > loss_disc_real_2: 0.21481747925281525 (0.25091416050087323) | > loss_disc_real_3: 0.2451985478401184 (0.26383392241868103) | > loss_disc_real_4: 0.24274027347564697 (0.24138330871408636) | > loss_disc_real_5: 0.2109944075345993 (0.2533217831091447) | > loss_0: 2.351126194000244 (2.3881117647344414) | > loss_gen: 2.7485644817352295 (2.7251440611752598) | > loss_kl: 2.7739741802215576 (2.5541128028522837) | > loss_feat: 7.140958309173584 (6.948090509934858) | > loss_mel: 17.89209747314453 (18.95412861217152) | > loss_duration: 2.4280834197998047 (2.294700709256259) | > loss_1: 32.98367691040039 (33.47617652199485)  --> STEP: 12 | > loss_disc: 2.628420352935791 (2.408137480417887) | > loss_disc_real_0: 0.088685542345047 (0.1280261296778917) | > loss_disc_real_1: 0.4307718276977539 (0.30429676671822864) | > loss_disc_real_2: 0.29622194170951843 (0.254689808934927) | > loss_disc_real_3: 0.29386627674102783 (0.2663366186122099) | > loss_disc_real_4: 0.20433804392814636 (0.23829620331525803) | > loss_disc_real_5: 0.26520204544067383 (0.25431180497010547) | > loss_0: 2.628420352935791 (2.408137480417887) | > loss_gen: 2.595602035522461 (2.7143488923708596) | > loss_kl: 2.2829952239990234 (2.531519671281179) | > loss_feat: 7.322535037994385 (6.979294220606486) | > loss_mel: 19.305885314941406 (18.983441670735676) | > loss_duration: 2.2056989669799805 (2.2872838973999023) | > loss_1: 33.71271514892578 (33.4958880742391)  --> STEP: 13 | > loss_disc: 2.2707269191741943 (2.3975674372452955) | > loss_disc_real_0: 0.08345530927181244 (0.12459760503127021) | > loss_disc_real_1: 0.3068072199821472 (0.3044898785077609) | > loss_disc_real_2: 0.22895106673240662 (0.25270990568857926) | > loss_disc_real_3: 0.2419111132621765 (0.2644577335852843) | > loss_disc_real_4: 0.18295234441757202 (0.23403898340005141) | > loss_disc_real_5: 0.19311806559562683 (0.24960459424899176) | > loss_0: 2.2707269191741943 (2.3975674372452955) | > loss_gen: 2.486428737640381 (2.6968165727762075) | > loss_kl: 2.4098103046417236 (2.522157412308913) | > loss_feat: 5.404973030090332 (6.858192590566782) | > loss_mel: 16.426876068115234 (18.786782778226414) | > loss_duration: 2.139747142791748 (2.2759349162761984) | > loss_1: 28.867835998535156 (33.13988406841572)  --> STEP: 14 | > loss_disc: 2.418656587600708 (2.399073805127825) | > loss_disc_real_0: 0.10092353075742722 (0.12290659972599571) | > loss_disc_real_1: 0.2955615222454071 (0.3038521387747356) | > loss_disc_real_2: 0.25225573778152466 (0.25267746512378964) | > loss_disc_real_3: 0.25956660509109497 (0.2641083672642708) | > loss_disc_real_4: 0.2756075859069824 (0.23700816929340363) | > loss_disc_real_5: 0.2907887101173401 (0.25254631681101664) | > loss_0: 2.418656587600708 (2.399073805127825) | > loss_gen: 2.791952610015869 (2.703612004007612) | > loss_kl: 2.8578999042510986 (2.546139018876212) | > loss_feat: 8.4988374710083 (6.975381510598319) | > loss_mel: 19.637155532836914 (18.84752368927002) | > loss_duration: 2.3694448471069336 (2.2826141970498224) | > loss_1: 36.15529251098633 (33.355270385742195)  --> STEP: 15 | > loss_disc: 2.6272823810577393 (2.4142877101898192) | > loss_disc_real_0: 0.2288140207529068 (0.12996709446112312) | > loss_disc_real_1: 0.393768310546875 (0.30984655022621155) | > loss_disc_real_2: 0.26797422766685486 (0.2536972492933273) | > loss_disc_real_3: 0.32149314880371094 (0.26793401936690014) | > loss_disc_real_4: 0.2611633539199829 (0.23861851493517558) | > loss_disc_real_5: 0.2959847152233124 (0.25544221003850304) | > loss_0: 2.6272823810577393 (2.4142877101898192) | > loss_gen: 2.958686590194702 (2.7206169764200845) | > loss_kl: 3.11759877204895 (2.5842363357543947) | > loss_feat: 7.3016743659973145 (6.997134367624919) | > loss_mel: 18.069568634033203 (18.7956600189209) | > loss_duration: 2.2634193897247314 (2.2813345432281493) | > loss_1: 33.7109489440918 (33.37898228963217)  --> STEP: 16 | > loss_disc: 2.5285470485687256 (2.421428918838501) | > loss_disc_real_0: 0.12688153982162476 (0.12977424729615447) | > loss_disc_real_1: 0.3410548269748688 (0.3117970675230026) | > loss_disc_real_2: 0.24701590836048126 (0.25327966548502445) | > loss_disc_real_3: 0.31309443712234497 (0.27075654547661543) | > loss_disc_real_4: 0.26082468032836914 (0.24000640027225018) | > loss_disc_real_5: 0.2720150351524353 (0.2564780116081238) | > loss_0: 2.5285470485687256 (2.421428918838501) | > loss_gen: 2.74715256690979 (2.7222754508256912) | > loss_kl: 2.3878462314605713 (2.5719619542360306) | > loss_feat: 7.8215813636779785 (7.048662304878235) | > loss_mel: 17.49884796142578 (18.714609265327454) | > loss_duration: 2.293797731399536 (2.282113492488861) | > loss_1: 32.74922561645508 (33.3396224975586)  --> STEP: 17 | > loss_disc: 2.412780284881592 (2.4209201756645653) | > loss_disc_real_0: 0.2150723934173584 (0.13479178530328412) | > loss_disc_real_1: 0.2851617932319641 (0.3102302866823533) | > loss_disc_real_2: 0.3095373809337616 (0.25658894286436196) | > loss_disc_real_3: 0.26843804121017456 (0.2706201628727071) | > loss_disc_real_4: 0.3004857003688812 (0.24356400616028728) | > loss_disc_real_5: 0.32502612471580505 (0.26051025355563445) | > loss_0: 2.412780284881592 (2.4209201756645653) | > loss_gen: 3.204191207885742 (2.750623436535106) | > loss_kl: 2.165226697921753 (2.548036350923426) | > loss_feat: 7.234648704528809 (7.059602681328268) | > loss_mel: 17.326637268066406 (18.63296385372386) | > loss_duration: 2.394209623336792 (2.2887073825387394) | > loss_1: 32.324913024902344 (33.27993370504941)  --> STEP: 18 | > loss_disc: 2.1586084365844727 (2.406347301271227) | > loss_disc_real_0: 0.0540982186794281 (0.13030880937973655) | > loss_disc_real_1: 0.36639443039894104 (0.3133505168888304) | > loss_disc_real_2: 0.13915978372097015 (0.25006510068972904) | > loss_disc_real_3: 0.24917417764663696 (0.26942871924903655) | > loss_disc_real_4: 0.16975897550582886 (0.23946372667948404) | > loss_disc_real_5: 0.19590023159980774 (0.25692080789142185) | > loss_0: 2.1586084365844727 (2.406347301271227) | > loss_gen: 2.5937671661376953 (2.7419091992908053) | > loss_kl: 2.322730779647827 (2.5355193747414484) | > loss_feat: 9.610787391662598 (7.201335165235731) | > loss_mel: 20.362682342529297 (18.729059325324165) | > loss_duration: 2.225400686264038 (2.2851903438568115) | > loss_1: 37.1153678894043 (33.493013381958015)  --> STEP: 19 | > loss_disc: 2.5342891216278076 (2.413081081289994) | > loss_disc_real_0: 0.1933859884738922 (0.1336286609110079) | > loss_disc_real_1: 0.32421696186065674 (0.3139224350452423) | > loss_disc_real_2: 0.2042071670293808 (0.24765152523392125) | > loss_disc_real_3: 0.26953017711639404 (0.26943405913679225) | > loss_disc_real_4: 0.2527937591075897 (0.24016530733359487) | > loss_disc_real_5: 0.2909157872200012 (0.2587100173297681) | > loss_0: 2.5342891216278076 (2.413081081289994) | > loss_gen: 2.8074283599853516 (2.7453575761694657) | > loss_kl: 1.7626653909683228 (2.494842849279705) | > loss_feat: 6.1703996658325195 (7.147075402109246) | > loss_mel: 16.316293716430664 (18.60207166169819) | > loss_duration: 2.2715420722961426 (2.2844720137746712) | > loss_1: 29.32832908630371 (33.27381947166042)  --> STEP: 20 | > loss_disc: 2.2741668224334717 (2.406135368347168) | > loss_disc_real_0: 0.13389618694782257 (0.13364203721284862) | > loss_disc_real_1: 0.3723101317882538 (0.3168418198823929) | > loss_disc_real_2: 0.21071657538414001 (0.2458047777414322) | > loss_disc_real_3: 0.2650023102760315 (0.2692124716937542) | > loss_disc_real_4: 0.21300768852233887 (0.23880742639303207) | > loss_disc_real_5: 0.24778445065021515 (0.2581637389957905) | > loss_0: 2.2741668224334717 (2.406135368347168) | > loss_gen: 3.0812630653381348 (2.762152850627899) | > loss_kl: 2.2865796089172363 (2.4844296872615814) | > loss_feat: 7.106139183044434 (7.145028591156006) | > loss_mel: 19.019794464111328 (18.62295780181885) | > loss_duration: 2.280623435974121 (2.2842795848846436) | > loss_1: 33.77439880371094 (33.298848438262944)  --> STEP: 21 | > loss_disc: 2.4156551361083984 (2.406588690621512) | > loss_disc_real_0: 0.09741005301475525 (0.13191670463198704) | > loss_disc_real_1: 0.2831757962703705 (0.315238675900868) | > loss_disc_real_2: 0.2913288474082947 (0.24797259058271134) | > loss_disc_real_3: 0.2654431164264679 (0.2690329785857882) | > loss_disc_real_4: 0.25148290395736694 (0.2394110205627623) | > loss_disc_real_5: 0.2498549222946167 (0.2577680810576394) | > loss_0: 2.4156551361083984 (2.406588690621512) | > loss_gen: 2.6583831310272217 (2.757211435408819) | > loss_kl: 3.0990357398986816 (2.5136966421490623) | > loss_feat: 5.922581672668457 (7.086816833132789) | > loss_mel: 17.161853790283203 (18.55338142031715) | > loss_duration: 2.1020126342773438 (2.275600206284296) | > loss_1: 30.943866729736328 (33.18670645214263)  --> STEP: 22 | > loss_disc: 2.0941264629364014 (2.392385862090371) | > loss_disc_real_0: 0.05993640422821045 (0.12864487279545175) | > loss_disc_real_1: 0.2847945988178253 (0.31385485421527515) | > loss_disc_real_2: 0.22416450083255768 (0.2468904046849771) | > loss_disc_real_3: 0.19537797570228577 (0.26568502390926535) | > loss_disc_real_4: 0.18339504301548004 (0.23686483976515857) | > loss_disc_real_5: 0.1517365425825119 (0.2529484656724063) | > loss_0: 2.0941264629364014 (2.392385862090371) | > loss_gen: 2.6416070461273193 (2.751956690441478) | > loss_kl: 2.1166958808898926 (2.495651153000918) | > loss_feat: 7.284615516662598 (7.0958076823841445) | > loss_mel: 18.96695899963379 (18.57218040119518) | > loss_duration: 2.126424789428711 (2.2688195055181333) | > loss_1: 33.13630294799805 (33.184415383772425)  --> STEP: 23 | > loss_disc: 2.3874502182006836 (2.392171268877776) | > loss_disc_real_0: 0.13156624138355255 (0.12877188882102136) | > loss_disc_real_1: 0.27232956886291504 (0.3120494070260421) | > loss_disc_real_2: 0.2375151365995407 (0.24648278433343637) | > loss_disc_real_3: 0.3088771402835846 (0.26756294201249664) | > loss_disc_real_4: 0.25170689821243286 (0.2375101466541705) | > loss_disc_real_5: 0.26585185527801514 (0.25350948261178063) | > loss_0: 2.3874502182006836 (2.392171268877776) | > loss_gen: 2.7290778160095215 (2.7509619567705235) | > loss_kl: 2.317917823791504 (2.487923616948335) | > loss_feat: 5.856408596038818 (7.0419207655865215) | > loss_mel: 18.78528594970703 (18.58144585982613) | > loss_duration: 2.2254111766815186 (2.266932186873063) | > loss_1: 31.914100646972656 (33.12918430825939)  --> STEP: 24 | > loss_disc: 2.7316970825195312 (2.4063181777795157) | > loss_disc_real_0: 0.17825999855995178 (0.1308338933934768) | > loss_disc_real_1: 0.37215501070022583 (0.3145538071791331) | > loss_disc_real_2: 0.2598975896835327 (0.24704173455635706) | > loss_disc_real_3: 0.2854606807231903 (0.2683086811254422) | > loss_disc_real_4: 0.30274698138237 (0.2402283481011788) | > loss_disc_real_5: 0.33414557576179504 (0.2568693198263646) | > loss_0: 2.7316970825195312 (2.4063181777795157) | > loss_gen: 2.7267229557037354 (2.7499519983927407) | > loss_kl: 2.394280195236206 (2.4840218077103295) | > loss_feat: 5.773009777069092 (6.989049474398295) | > loss_mel: 15.507688522338867 (18.453372637430828) | > loss_duration: 2.414440631866455 (2.273078372081121) | > loss_1: 28.81614112854004 (32.94947417577108)  --> STEP: 25 | > loss_disc: 2.62392520904541 (2.4150224590301512) | > loss_disc_real_0: 0.19901742041110992 (0.13356123447418214) | > loss_disc_real_1: 0.38445529341697693 (0.31734986662864684) | > loss_disc_real_2: 0.21852052211761475 (0.24590088605880736) | > loss_disc_real_3: 0.30349764227867126 (0.26971623957157137) | > loss_disc_real_4: 0.2219437211751938 (0.2394969630241394) | > loss_disc_real_5: 0.192275270819664 (0.2542855578660966) | > loss_0: 2.62392520904541 (2.4150224590301512) | > loss_gen: 2.477855682373047 (2.7390681457519532) | > loss_kl: 2.47924542427063 (2.4838307523727416) | > loss_feat: 7.0077223777771 (6.9897963905334475) | > loss_mel: 16.74333953857422 (18.384971313476562) | > loss_duration: 2.3352696895599365 (2.2755660247802734) | > loss_1: 31.043434143066406 (32.87323257446289)  --> STEP: 26 | > loss_disc: 2.339590549468994 (2.4121212317393375) | > loss_disc_real_0: 0.0977005660533905 (0.1321819779964594) | > loss_disc_real_1: 0.2830982208251953 (0.3160324956362064) | > loss_disc_real_2: 0.2880694568157196 (0.24752275416484246) | > loss_disc_real_3: 0.36632537841796875 (0.2734319756810482) | > loss_disc_real_4: 0.331746906042099 (0.24304503775559938) | > loss_disc_real_5: 0.16702350974082947 (0.250929325245894) | > loss_0: 2.339590549468994 (2.4121212317393375) | > loss_gen: 3.154965400695801 (2.7550641940190244) | > loss_kl: 2.3155338764190674 (2.477357795605293) | > loss_feat: 11.959067344665527 (7.180922196461604) | > loss_mel: 19.832460403442383 (18.44064397078294) | > loss_duration: 2.324871063232422 (2.2774623724130483) | > loss_1: 39.58689880371094 (33.13145050635705) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024647070811345036 (-0.005729381854717545) | > avg_loss_disc: 2.4121212317393375 (+0.06496214866638184) | > avg_loss_disc_real_0: 0.1321819779964594 (-0.018389528760543228) | > avg_loss_disc_real_1: 0.3160324956362064 (+0.13270085591536301) | > avg_loss_disc_real_2: 0.24752275416484246 (+0.02151198054735476) | > avg_loss_disc_real_3: 0.2734319756810482 (+0.031560143026021836) | > avg_loss_disc_real_4: 0.24304503775559938 (-0.002600985650832832) | > avg_loss_disc_real_5: 0.250929325245894 (-0.003591303928540235) | > avg_loss_0: 2.4121212317393375 (+0.06496214866638184) | > avg_loss_gen: 2.7550641940190244 (+0.2140780320534339) | > avg_loss_kl: 2.477357795605293 (-0.018813628416794792) | > avg_loss_feat: 7.180922196461604 (+0.129395705003005) | > avg_loss_mel: 18.44064397078294 (+0.05192004717313026) | > avg_loss_duration: 2.2774623724130483 (-0.024956263028658388) | > avg_loss_1: 33.13145050635705 (+0.35162390195407056)  > EPOCH: 306/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:25:44)   --> TIME: 2024-06-11 04:25:51 -- STEP: 19/330 -- GLOBAL_STEP: 189000 | > loss_disc: 2.159492015838623 (2.3428344350112114) | > loss_disc_real_0: 0.07126843929290771 (0.10335237297572587) | > loss_disc_real_1: 0.16866716742515564 (0.20320848179490944) | > loss_disc_real_2: 0.1600692719221115 (0.22219861730148918) | > loss_disc_real_3: 0.1970105767250061 (0.2339909625680823) | > loss_disc_real_4: 0.2007271647453308 (0.2288702600880673) | > loss_disc_real_5: 0.1713818907737732 (0.21727999338978216) | > loss_0: 2.159492015838623 (2.3428344350112114) | > grad_norm_0: tensor(7.1721, device='cuda:0') (tensor(9.3209, device='cuda:0')) | > loss_gen: 2.5641071796417236 (2.5030550203825297) | > loss_kl: 1.6110132932662964 (1.7859492992099963) | > loss_feat: 7.967405796051025 (7.089342920403731) | > loss_mel: 18.718935012817383 (18.750445416099147) | > loss_duration: 2.022937774658203 (2.1323929711392053) | > loss_1: 32.8843994140625 (32.2611860977976) | > grad_norm_1: tensor(70.8281, device='cuda:0') (tensor(81.5829, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3417 (0.3510195330569619) | > loader_time: 0.0032 (0.0031988244307668587) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_189000.pth  --> TIME: 2024-06-11 04:26:05 -- STEP: 44/330 -- GLOBAL_STEP: 189025 | > loss_disc: 2.369757890701294 (2.3299432613632893) | > loss_disc_real_0: 0.10261359810829163 (0.10928993705998767) | > loss_disc_real_1: 0.20501860976219177 (0.20358115299181503) | > loss_disc_real_2: 0.1853267252445221 (0.21646829762242056) | > loss_disc_real_3: 0.24395595490932465 (0.2289049859074029) | > loss_disc_real_4: 0.23530808091163635 (0.22635315189307387) | > loss_disc_real_5: 0.2258962243795395 (0.21480324491858482) | > loss_0: 2.369757890701294 (2.3299432613632893) | > grad_norm_0: tensor(13.4020, device='cuda:0') (tensor(9.4148, device='cuda:0')) | > loss_gen: 2.527266502380371 (2.5236442305824975) | > loss_kl: 1.9913256168365479 (1.8004887049848384) | > loss_feat: 7.909903526306152 (7.208547765558416) | > loss_mel: 18.66163444519043 (18.59175543351607) | > loss_duration: 1.9459824562072754 (2.0699535743756727) | > loss_1: 33.03611373901367 (32.19438995014539) | > grad_norm_1: tensor(163.4391, device='cuda:0') (tensor(85.0159, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3686 (0.366413566199216) | > loader_time: 0.0039 (0.0032976269721984863)  --> TIME: 2024-06-11 04:26:14 -- STEP: 69/330 -- GLOBAL_STEP: 189050 | > loss_disc: 2.2371304035186768 (2.345521384391231) | > loss_disc_real_0: 0.1149584949016571 (0.11267637051102045) | > loss_disc_real_1: 0.18937666714191437 (0.2039337916218716) | > loss_disc_real_2: 0.18712082505226135 (0.2180355139400648) | > loss_disc_real_3: 0.23549087345600128 (0.22729777469151263) | > loss_disc_real_4: 0.19752340018749237 (0.2274390880180442) | > loss_disc_real_5: 0.18590763211250305 (0.2176110567390055) | > loss_0: 2.2371304035186768 (2.345521384391231) | > grad_norm_0: tensor(19.6681, device='cuda:0') (tensor(12.5582, device='cuda:0')) | > loss_gen: 2.556518316268921 (2.5122479079426205) | > loss_kl: 1.906972050666809 (1.8122921318247698) | > loss_feat: 7.10658073425293 (7.187469758849213) | > loss_mel: 17.226181030273438 (18.658539122429453) | > loss_duration: 1.9787524938583374 (2.05071563133295) | > loss_1: 30.775005340576172 (32.22126479770827) | > grad_norm_1: tensor(103.4783, device='cuda:0') (tensor(136.5040, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3525 (0.36485164407370746) | > loader_time: 0.0034 (0.003365983133730681)  --> TIME: 2024-06-11 04:26:24 -- STEP: 94/330 -- GLOBAL_STEP: 189075 | > loss_disc: 2.2806239128112793 (2.334083313637591) | > loss_disc_real_0: 0.1215612068772316 (0.11320152411118467) | > loss_disc_real_1: 0.19059772789478302 (0.20274913517084528) | > loss_disc_real_2: 0.16948962211608887 (0.21524037595124954) | > loss_disc_real_3: 0.22582116723060608 (0.2268782893710948) | > loss_disc_real_4: 0.20247964560985565 (0.22640334735525416) | > loss_disc_real_5: 0.20308135449886322 (0.21620006922711718) | > loss_0: 2.2806239128112793 (2.334083313637591) | > grad_norm_0: tensor(20.7519, device='cuda:0') (tensor(13.7557, device='cuda:0')) | > loss_gen: 2.6298575401306152 (2.5234358462881534) | > loss_kl: 1.945931315422058 (1.8327856964253364) | > loss_feat: 7.747684955596924 (7.244008637489157) | > loss_mel: 19.09769630432129 (18.598562423219075) | > loss_duration: 2.0701816082000732 (2.044196603146005) | > loss_1: 33.49135208129883 (32.24298956039104) | > grad_norm_1: tensor(311.3915, device='cuda:0') (tensor(165.1341, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3536 (0.36597709199215506) | > loader_time: 0.0036 (0.0034829961492660196)  --> TIME: 2024-06-11 04:26:33 -- STEP: 119/330 -- GLOBAL_STEP: 189100 | > loss_disc: 2.231297016143799 (2.334299474203285) | > loss_disc_real_0: 0.08569420874118805 (0.11437345045704801) | > loss_disc_real_1: 0.18161699175834656 (0.20167262614274226) | > loss_disc_real_2: 0.1816074401140213 (0.21523845546385822) | > loss_disc_real_3: 0.2075890600681305 (0.22753576333282374) | > loss_disc_real_4: 0.23280465602874756 (0.2268950127753891) | > loss_disc_real_5: 0.2082054316997528 (0.21717634947360062) | > loss_0: 2.231297016143799 (2.334299474203285) | > grad_norm_0: tensor(6.8354, device='cuda:0') (tensor(13.7105, device='cuda:0')) | > loss_gen: 2.434823751449585 (2.52472345368201) | > loss_kl: 1.9159125089645386 (1.8485409922960425) | > loss_feat: 7.6609578132629395 (7.2617340087890625) | > loss_mel: 18.910173416137695 (18.60900019797958) | > loss_duration: 2.0249645709991455 (2.04260218243639) | > loss_1: 32.94683074951172 (32.28660109063157) | > grad_norm_1: tensor(98.2086, device='cuda:0') (tensor(169.0191, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3558 (0.3671439475372058) | > loader_time: 0.0036 (0.0035769057874919987)  --> TIME: 2024-06-11 04:26:43 -- STEP: 144/330 -- GLOBAL_STEP: 189125 | > loss_disc: 2.4655981063842773 (2.333048951294686) | > loss_disc_real_0: 0.09542533755302429 (0.11520591559302476) | > loss_disc_real_1: 0.19474314153194427 (0.20078492702709305) | > loss_disc_real_2: 0.23778559267520905 (0.21606991036484638) | > loss_disc_real_3: 0.24309198558330536 (0.22703376453783777) | > loss_disc_real_4: 0.24193720519542694 (0.22536779143330124) | > loss_disc_real_5: 0.24706365168094635 (0.21631054559515586) | > loss_0: 2.4655981063842773 (2.333048951294686) | > grad_norm_0: tensor(13.1618, device='cuda:0') (tensor(14.1011, device='cuda:0')) | > loss_gen: 2.2235119342803955 (2.5235539277394614) | > loss_kl: 1.861934781074524 (1.8548641776045163) | > loss_feat: 6.938831329345703 (7.2542205519146385) | > loss_mel: 18.18191146850586 (18.605740732616844) | > loss_duration: 2.0347213745117188 (2.045486370722452) | > loss_1: 31.24091148376465 (32.283865968386316) | > grad_norm_1: tensor(218.8633, device='cuda:0') (tensor(175.4886, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3888 (0.36805744303597343) | > loader_time: 0.0037 (0.003656432032585144)  --> TIME: 2024-06-11 04:26:52 -- STEP: 169/330 -- GLOBAL_STEP: 189150 | > loss_disc: 2.2980802059173584 (2.3267052258260135) | > loss_disc_real_0: 0.10284555703401566 (0.11505413853381513) | > loss_disc_real_1: 0.18539626896381378 (0.2009160636797459) | > loss_disc_real_2: 0.1848558485507965 (0.2148762265077004) | > loss_disc_real_3: 0.20960748195648193 (0.2259062503921915) | > loss_disc_real_4: 0.2190990298986435 (0.224215014358244) | > loss_disc_real_5: 0.19397149980068207 (0.2155379041059483) | > loss_0: 2.2980802059173584 (2.3267052258260135) | > grad_norm_0: tensor(6.0227, device='cuda:0') (tensor(16.1445, device='cuda:0')) | > loss_gen: 2.543890953063965 (2.5323299515176805) | > loss_kl: 1.7450506687164307 (1.8568587980326816) | > loss_feat: 8.140911102294922 (7.273716429986897) | > loss_mel: 18.84184455871582 (18.573917355057752) | > loss_duration: 2.0687685012817383 (2.0488382232259714) | > loss_1: 33.3404655456543 (32.28566094121986) | > grad_norm_1: tensor(412.2464, device='cuda:0') (tensor(195.0819, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3895 (0.3693553597264035) | > loader_time: 0.0043 (0.00374093563598994)  --> TIME: 2024-06-11 04:27:02 -- STEP: 194/330 -- GLOBAL_STEP: 189175 | > loss_disc: 2.2859416007995605 (2.331378217824953) | > loss_disc_real_0: 0.09139170497655869 (0.11470711054568439) | > loss_disc_real_1: 0.18708382546901703 (0.20122259371366696) | > loss_disc_real_2: 0.23675332963466644 (0.21564600132789807) | > loss_disc_real_3: 0.25722381472587585 (0.2270628794566872) | > loss_disc_real_4: 0.23112063109874725 (0.22488966131025984) | > loss_disc_real_5: 0.23449420928955078 (0.21605751794023617) | > loss_0: 2.2859416007995605 (2.331378217824953) | > grad_norm_0: tensor(5.3294, device='cuda:0') (tensor(17.8076, device='cuda:0')) | > loss_gen: 2.500398635864258 (2.532275838950245) | > loss_kl: 1.8778568506240845 (1.8548415100451596) | > loss_feat: 6.977263927459717 (7.252107873405378) | > loss_mel: 17.60822296142578 (18.532637566635277) | > loss_duration: 2.0666680335998535 (2.0553241636335233) | > loss_1: 31.030410766601562 (32.22718710751875) | > grad_norm_1: tensor(378.1232, device='cuda:0') (tensor(208.9873, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.3919 (0.3716745560931175) | > loader_time: 0.0051 (0.0038544357437448403)  --> TIME: 2024-06-11 04:27:13 -- STEP: 219/330 -- GLOBAL_STEP: 189200 | > loss_disc: 2.3803563117980957 (2.3327187958373305) | > loss_disc_real_0: 0.10927970707416534 (0.11520264889687708) | > loss_disc_real_1: 0.18641877174377441 (0.2006535489945651) | > loss_disc_real_2: 0.19461490213871002 (0.21533741118156746) | > loss_disc_real_3: 0.2502278983592987 (0.22717769627701745) | > loss_disc_real_4: 0.26548755168914795 (0.22508107704114697) | > loss_disc_real_5: 0.24405506253242493 (0.2160294447859673) | > loss_0: 2.3803563117980957 (2.3327187958373305) | > grad_norm_0: tensor(27.6973, device='cuda:0') (tensor(19.4759, device='cuda:0')) | > loss_gen: 2.5424702167510986 (2.5352185839387373) | > loss_kl: 1.8912159204483032 (1.8550488497024258) | > loss_feat: 8.180116653442383 (7.272652329919545) | > loss_mel: 18.99642562866211 (18.48070068011001) | > loss_duration: 2.111138343811035 (2.0616869349457896) | > loss_1: 33.72136688232422 (32.20530749455977) | > grad_norm_1: tensor(352.1895, device='cuda:0') (tensor(226.0367, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.4198 (0.3747641397937791) | > loader_time: 0.0053 (0.003972472665516754)  --> TIME: 2024-06-11 04:27:23 -- STEP: 244/330 -- GLOBAL_STEP: 189225 | > loss_disc: 2.31779146194458 (2.3315288326779333) | > loss_disc_real_0: 0.0729747861623764 (0.11582561451025673) | > loss_disc_real_1: 0.25754469633102417 (0.20084334512958762) | > loss_disc_real_2: 0.24456338584423065 (0.21484698855974635) | > loss_disc_real_3: 0.22084525227546692 (0.22718503729241793) | > loss_disc_real_4: 0.1975729912519455 (0.2243573097664802) | > loss_disc_real_5: 0.2168937623500824 (0.21604841306317052) | > loss_0: 2.31779146194458 (2.3315288326779333) | > grad_norm_0: tensor(53.5560, device='cuda:0') (tensor(22.0346, device='cuda:0')) | > loss_gen: 2.6609694957733154 (2.5364591752896537) | > loss_kl: 1.7975751161575317 (1.8561811432486675) | > loss_feat: 7.144976615905762 (7.270071232905154) | > loss_mel: 17.39276695251465 (18.44103268326306) | > loss_duration: 2.0760114192962646 (2.0695940412458813) | > loss_1: 31.07229995727539 (32.173338397604525) | > grad_norm_1: tensor(454.7180, device='cuda:0') (tensor(241.5692, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.4435 (0.3794456876692224) | > loader_time: 0.0052 (0.004123986744489825)  --> TIME: 2024-06-11 04:27:35 -- STEP: 269/330 -- GLOBAL_STEP: 189250 | > loss_disc: 2.3595528602600098 (2.3320253941206226) | > loss_disc_real_0: 0.0673278346657753 (0.11681845321641979) | > loss_disc_real_1: 0.20634151995182037 (0.20046803144717304) | > loss_disc_real_2: 0.22015781700611115 (0.2145877331495285) | > loss_disc_real_3: 0.22474250197410583 (0.22719828778926324) | > loss_disc_real_4: 0.19019366800785065 (0.224351294920347) | > loss_disc_real_5: 0.21651068329811096 (0.21598995573901777) | > loss_0: 2.3595528602600098 (2.3320253941206226) | > grad_norm_0: tensor(34.0019, device='cuda:0') (tensor(24.1288, device='cuda:0')) | > loss_gen: 2.572176456451416 (2.5398055124460095) | > loss_kl: 1.8052066564559937 (1.8596771179964995) | > loss_feat: 7.704902172088623 (7.304308650218864) | > loss_mel: 17.982521057128906 (18.401013916753037) | > loss_duration: 2.167668104171753 (2.0768776462866896) | > loss_1: 32.23247528076172 (32.18168292701467) | > grad_norm_1: tensor(578.2388, device='cuda:0') (tensor(256.1799, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.453 (0.38505430203831315) | > loader_time: 0.0062 (0.004279462821421569)  --> TIME: 2024-06-11 04:27:46 -- STEP: 294/330 -- GLOBAL_STEP: 189275 | > loss_disc: 2.2915737628936768 (2.3314510689300727) | > loss_disc_real_0: 0.10936344414949417 (0.11723381189667449) | > loss_disc_real_1: 0.20907121896743774 (0.20062859148598042) | > loss_disc_real_2: 0.21349197626113892 (0.2148221679994849) | > loss_disc_real_3: 0.20732957124710083 (0.22713018730789625) | > loss_disc_real_4: 0.2168043851852417 (0.2241751642859712) | > loss_disc_real_5: 0.19285012781620026 (0.21536328111376082) | > loss_0: 2.2915737628936768 (2.3314510689300727) | > grad_norm_0: tensor(8.6900, device='cuda:0') (tensor(24.7421, device='cuda:0')) | > loss_gen: 2.352173328399658 (2.537857950139207) | > loss_kl: 1.9441972970962524 (1.8586856439000083) | > loss_feat: 7.805532932281494 (7.333503017620164) | > loss_mel: 18.21363639831543 (18.370336545567937) | > loss_duration: 2.2106680870056152 (2.085589502944426) | > loss_1: 32.526206970214844 (32.18597272626397) | > grad_norm_1: tensor(99.9935, device='cuda:0') (tensor(262.7529, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.4668 (0.39111064485952135) | > loader_time: 0.0066 (0.004445553636875281)  --> TIME: 2024-06-11 04:27:59 -- STEP: 319/330 -- GLOBAL_STEP: 189300 | > loss_disc: 2.440317153930664 (2.336442433180852) | > loss_disc_real_0: 0.13890127837657928 (0.11805526071394498) | > loss_disc_real_1: 0.22328408062458038 (0.2032018778933254) | > loss_disc_real_2: 0.18576405942440033 (0.2144221657402463) | > loss_disc_real_3: 0.22057420015335083 (0.22735365753450365) | > loss_disc_real_4: 0.22333022952079773 (0.224438218253907) | > loss_disc_real_5: 0.17642949521541595 (0.21611055713088534) | > loss_0: 2.440317153930664 (2.336442433180852) | > grad_norm_0: tensor(44.1693, device='cuda:0') (tensor(25.0610, device='cuda:0')) | > loss_gen: 2.3043336868286133 (2.5378670595282657) | > loss_kl: 1.8916051387786865 (1.858868374346192) | > loss_feat: 8.022698402404785 (7.360301771134044) | > loss_mel: 17.966243743896484 (18.326683020516988) | > loss_duration: 2.2740674018859863 (2.098515052406764) | > loss_1: 32.458946228027344 (32.182235341086994) | > grad_norm_1: tensor(460.1220, device='cuda:0') (tensor(271.1958, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.5598 (0.40088177549427934) | > loader_time: 0.0091 (0.0046687925870889406)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4969875812530518 (2.4969875812530518) | > loss_disc_real_0: 0.10470585525035858 (0.10470585525035858) | > loss_disc_real_1: 0.22263291478157043 (0.22263291478157043) | > loss_disc_real_2: 0.21095849573612213 (0.21095849573612213) | > loss_disc_real_3: 0.23064284026622772 (0.23064284026622772) | > loss_disc_real_4: 0.28431516885757446 (0.28431516885757446) | > loss_disc_real_5: 0.19813789427280426 (0.19813789427280426) | > loss_0: 2.4969875812530518 (2.4969875812530518) | > loss_gen: 2.0682578086853027 (2.0682578086853027) | > loss_kl: 2.419044256210327 (2.419044256210327) | > loss_feat: 6.526534080505371 (6.526534080505371) | > loss_mel: 18.373071670532227 (18.373071670532227) | > loss_duration: 2.831082582473755 (2.831082582473755) | > loss_1: 32.21799087524414 (32.21799087524414)  --> STEP: 1 | > loss_disc: 2.068605422973633 (2.068605422973633) | > loss_disc_real_0: 0.0724778026342392 (0.0724778026342392) | > loss_disc_real_1: 0.23309586942195892 (0.23309586942195892) | > loss_disc_real_2: 0.20136809349060059 (0.20136809349060059) | > loss_disc_real_3: 0.23073068261146545 (0.23073068261146545) | > loss_disc_real_4: 0.19964128732681274 (0.19964128732681274) | > loss_disc_real_5: 0.23196382820606232 (0.23196382820606232) | > loss_0: 2.068605422973633 (2.068605422973633) | > loss_gen: 2.7375926971435547 (2.7375926971435547) | > loss_kl: 2.2512145042419434 (2.2512145042419434) | > loss_feat: 7.130876541137695 (7.130876541137695) | > loss_mel: 19.221843719482422 (19.221843719482422) | > loss_duration: 2.3700015544891357 (2.3700015544891357) | > loss_1: 33.71152877807617 (33.71152877807617)  --> STEP: 2 | > loss_disc: 2.379150629043579 (2.223878026008606) | > loss_disc_real_0: 0.127519890666008 (0.0999988466501236) | > loss_disc_real_1: 0.26863086223602295 (0.25086336582899094) | > loss_disc_real_2: 0.2593373954296112 (0.2303527444601059) | > loss_disc_real_3: 0.267202228307724 (0.24896645545959473) | > loss_disc_real_4: 0.2569160461425781 (0.22827866673469543) | > loss_disc_real_5: 0.2621498703956604 (0.24705684930086136) | > loss_0: 2.379150629043579 (2.223878026008606) | > loss_gen: 2.5378575325012207 (2.6377251148223877) | > loss_kl: 2.2985007762908936 (2.2748576402664185) | > loss_feat: 5.632823467254639 (6.381850004196167) | > loss_mel: 18.49641990661621 (18.859131813049316) | > loss_duration: 2.3727855682373047 (2.37139356136322) | > loss_1: 31.33838653564453 (32.52495765686035)  --> STEP: 3 | > loss_disc: 2.0643253326416016 (2.170693794886271) | > loss_disc_real_0: 0.10295210033655167 (0.10098326454559962) | > loss_disc_real_1: 0.17465053498744965 (0.22545908888181052) | > loss_disc_real_2: 0.2228122502565384 (0.22783924639225006) | > loss_disc_real_3: 0.22752946615219116 (0.24182079235712686) | > loss_disc_real_4: 0.22644509375095367 (0.22766747574011484) | > loss_disc_real_5: 0.2624940872192383 (0.2522025952736537) | > loss_0: 2.0643253326416016 (2.170693794886271) | > loss_gen: 3.2090988159179688 (2.8281830151875815) | > loss_kl: 2.4386484622955322 (2.3294545809427896) | > loss_feat: 8.94211483001709 (7.235271612803142) | > loss_mel: 18.316526412963867 (18.678263346354168) | > loss_duration: 2.2661972045898438 (2.336328109105428) | > loss_1: 35.172584533691406 (33.40749994913737)  --> STEP: 4 | > loss_disc: 2.326733350753784 (2.2097036838531494) | > loss_disc_real_0: 0.1440667062997818 (0.11175412498414516) | > loss_disc_real_1: 0.2248273491859436 (0.22530115395784378) | > loss_disc_real_2: 0.22003376483917236 (0.22588787600398064) | > loss_disc_real_3: 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2.396604537963867 (2.247083854675293) | > loss_gen: 2.5334227085113525 (2.735404109954834) | > loss_kl: 2.9963676929473877 (2.5405898094177246) | > loss_feat: 4.789586544036865 (6.314854907989502) | > loss_mel: 18.74985694885254 (18.863496780395508) | > loss_duration: 2.4096717834472656 (2.341026258468628) | > loss_1: 31.478906631469727 (32.79537162780762)  --> STEP: 6 | > loss_disc: 2.2819087505340576 (2.252888003985087) | > loss_disc_real_0: 0.14448684453964233 (0.126832727342844) | > loss_disc_real_1: 0.1999337375164032 (0.22904499371846518) | > loss_disc_real_2: 0.24648088216781616 (0.22714639206727347) | > loss_disc_real_3: 0.3191179931163788 (0.25723041594028473) | > loss_disc_real_4: 0.2617064118385315 (0.2513500079512596) | > loss_disc_real_5: 0.2462189495563507 (0.2474715312321981) | > loss_0: 2.2819087505340576 (2.252888003985087) | > loss_gen: 3.118497371673584 (2.799252986907959) | > loss_kl: 2.493738889694214 (2.5327813227971396) | > loss_feat: 6.448643684387207 (6.337153037389119) | > loss_mel: 20.60048484802246 (19.152994791666668) | > loss_duration: 2.116670608520508 (2.3036336501439414) | > loss_1: 34.778038024902344 (33.1258160273234)  --> STEP: 7 | > loss_disc: 2.4976210594177246 (2.2878498690468922) | > loss_disc_real_0: 0.16285833716392517 (0.13197924303156988) | > loss_disc_real_1: 0.23460496962070465 (0.22983927599021367) | > loss_disc_real_2: 0.23030003905296326 (0.22759691306522914) | > loss_disc_real_3: 0.2743645906448364 (0.2596781551837921) | > loss_disc_real_4: 0.2574991285800934 (0.2522284537553787) | > loss_disc_real_5: 0.28077614307403564 (0.25222933292388916) | > loss_0: 2.4976210594177246 (2.2878498690468922) | > loss_gen: 2.4283266067504883 (2.7462635040283203) | > loss_kl: 3.7901484966278076 (2.712405204772949) | > loss_feat: 5.0609025955200195 (6.154831545693534) | > loss_mel: 18.93927001953125 (19.122462681361608) | > loss_duration: 2.4934241771698 (2.330746582576207) | > loss_1: 32.71207046508789 (33.06670951843262)  --> STEP: 8 | > loss_disc: 2.601588249206543 (2.3270671665668488) | > loss_disc_real_0: 0.1321549117565155 (0.1320012016221881) | > loss_disc_real_1: 0.24336083233356476 (0.23152947053313255) | > loss_disc_real_2: 0.2600838541984558 (0.23165778070688248) | > loss_disc_real_3: 0.2219102829694748 (0.25495717115700245) | > loss_disc_real_4: 0.2661604881286621 (0.25396995805203915) | > loss_disc_real_5: 0.2283959537744522 (0.24925016053020954) | > loss_0: 2.601588249206543 (2.3270671665668488) | > loss_gen: 2.1733202934265137 (2.6746456027030945) | > loss_kl: 2.667677879333496 (2.7068142890930176) | > loss_feat: 7.244106769561768 (6.290990948677063) | > loss_mel: 17.309463500976562 (18.895837783813477) | > loss_duration: 2.17964506149292 (2.311858892440796) | > loss_1: 31.574214935302734 (32.88014769554138)  --> STEP: 9 | > loss_disc: 2.3857104778289795 (2.3335830900404186) | > loss_disc_real_0: 0.21744287014007568 (0.14149472034639782) | > loss_disc_real_1: 0.29020440578460693 (0.23804890778329638) | > loss_disc_real_2: 0.21703189611434937 (0.23003268241882324) | > loss_disc_real_3: 0.23273877799510956 (0.252488460805681) | > loss_disc_real_4: 0.24749203026294708 (0.2532501882976956) | > loss_disc_real_5: 0.2680891752243042 (0.25134338438510895) | > loss_0: 2.3857104778289795 (2.3335830900404186) | > loss_gen: 2.8048572540283203 (2.689113563961453) | > loss_kl: 3.071840763092041 (2.74737278620402) | > loss_feat: 7.867071151733398 (6.466110971238878) | > loss_mel: 19.765159606933594 (18.99242909749349) | > loss_duration: 2.107140064239502 (2.2891123559739857) | > loss_1: 35.616065979003906 (33.18413861592611)  --> STEP: 10 | > loss_disc: 2.5774710178375244 (2.3579718828201295) | > loss_disc_real_0: 0.18471235036849976 (0.14581648334860803) | > loss_disc_real_1: 0.279308944940567 (0.24217491149902343) | > loss_disc_real_2: 0.2754884660243988 (0.2345782607793808) | > loss_disc_real_3: 0.26913872361183167 (0.2541534870862961) | > loss_disc_real_4: 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(18.848203659057617) | > loss_duration: 2.199484348297119 (2.2962944507598877) | > loss_1: 31.527189254760742 (32.887290477752686)  --> STEP: 13 | > loss_disc: 2.769197940826416 (2.4136875042548547) | > loss_disc_real_0: 0.19199608266353607 (0.146870816556307) | > loss_disc_real_1: 0.38183164596557617 (0.2637551220563742) | > loss_disc_real_2: 0.33360955119132996 (0.2580737815453456) | > loss_disc_real_3: 0.27992671728134155 (0.2620041530865889) | > loss_disc_real_4: 0.30189248919487 (0.2603584241408568) | > loss_disc_real_5: 0.2737996578216553 (0.2592664234913312) | > loss_0: 2.769197940826416 (2.4136875042548547) | > loss_gen: 3.0437769889831543 (2.720657990528987) | > loss_kl: 2.524148464202881 (2.691975391828097) | > loss_feat: 5.506034851074219 (6.278710475334754) | > loss_mel: 15.801654815673828 (18.613853748028095) | > loss_duration: 2.1359901428222656 (2.2839633501493015) | > loss_1: 29.011606216430664 (32.58916091918945)  --> STEP: 14 | > loss_disc: 2.477339506149292 (2.418234075818743) | > loss_disc_real_0: 0.15579667687416077 (0.14750837800758226) | > loss_disc_real_1: 0.2318781465291977 (0.2614781952330044) | > loss_disc_real_2: 0.28844043612480164 (0.260242828301021) | > loss_disc_real_3: 0.26331743597984314 (0.2620979590075357) | > loss_disc_real_4: 0.2826949954032898 (0.26195389351674486) | > loss_disc_real_5: 0.27142903208732605 (0.26013518124818796) | > loss_0: 2.477339506149292 (2.418234075818743) | > loss_gen: 2.560992479324341 (2.7092533111572266) | > loss_kl: 3.595947504043579 (2.756544828414917) | > loss_feat: 6.00798225402832 (6.259372745241437) | > loss_mel: 19.123735427856445 (18.650273868015834) | > loss_duration: 2.361119508743286 (2.289474504334586) | > loss_1: 33.649776458740234 (32.66491917201451)  --> STEP: 15 | > loss_disc: 2.357555389404297 (2.41418883005778) | > loss_disc_real_0: 0.13243213295936584 (0.14650329500436782) | > loss_disc_real_1: 0.16893766820430756 (0.2553088267644246) | > loss_disc_real_2: 0.16644811630249023 (0.25398984750111897) | > loss_disc_real_3: 0.25371214747428894 (0.2615389049053192) | > loss_disc_real_4: 0.19232821464538574 (0.2573121815919876) | > loss_disc_real_5: 0.22349347174167633 (0.2576924006144205) | > loss_0: 2.357555389404297 (2.41418883005778) | > loss_gen: 2.3178861141204834 (2.6831621646881105) | > loss_kl: 3.2564926147460938 (2.7898746808369954) | > loss_feat: 10.058566093444824 (6.51265230178833) | > loss_mel: 19.87627601623535 (18.7320073445638) | > loss_duration: 2.354961633682251 (2.2938403129577636) | > loss_1: 37.86418151855469 (33.01153666178386)  --> STEP: 16 | > loss_disc: 2.544952630996704 (2.4223615676164627) | > loss_disc_real_0: 0.1884797215461731 (0.14912682166323066) | > loss_disc_real_1: 0.23623566329479218 (0.2541167540475726) | > loss_disc_real_2: 0.30336612462997437 (0.25707586482167244) | > loss_disc_real_3: 0.29917871952056885 (0.2638913933187723) | > loss_disc_real_4: 0.2582450211048126 (0.2573704840615392) | > loss_disc_real_5: 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(2.745550926993875) | > loss_feat: 5.98911714553833 (6.478319672977223) | > loss_mel: 19.02996063232422 (18.69415788089528) | > loss_duration: 2.3766889572143555 (2.301400437074549) | > loss_1: 32.25048828125 (32.88759680355297)  --> STEP: 18 | > loss_disc: 2.2284460067749023 (2.410390999582079) | > loss_disc_real_0: 0.07515603303909302 (0.14205346960160467) | > loss_disc_real_1: 0.27114054560661316 (0.2548673740691609) | > loss_disc_real_2: 0.2620467245578766 (0.2538310041030248) | > loss_disc_real_3: 0.17977339029312134 (0.25934072997834945) | > loss_disc_real_4: 0.22612282633781433 (0.2559987000293202) | > loss_disc_real_5: 0.2512063980102539 (0.2596426738633049) | > loss_0: 2.2284460067749023 (2.410390999582079) | > loss_gen: 2.7153992652893066 (2.670791983604431) | > loss_kl: 2.409803867340088 (2.7268983125686646) | > loss_feat: 8.789422988891602 (6.606714301639133) | > loss_mel: 19.670488357543945 (18.748398462931316) | > loss_duration: 2.2322466373443604 (2.297558559311761) | > loss_1: 35.817359924316406 (33.050361421373154)  --> STEP: 19 | > loss_disc: 2.3890128135681152 (2.4092658318971334) | > loss_disc_real_0: 0.13969045877456665 (0.14192910061070793) | > loss_disc_real_1: 0.2526799440383911 (0.25475224617280456) | > loss_disc_real_2: 0.2973884344100952 (0.2561235004349759) | > loss_disc_real_3: 0.2586749196052551 (0.259305687327134) | > loss_disc_real_4: 0.25746071338653564 (0.25607564810075256) | > loss_disc_real_5: 0.2507399320602417 (0.25917410850524897) | > loss_0: 2.3890128135681152 (2.4092658318971334) | > loss_gen: 2.710014581680298 (2.672856330871582) | > loss_kl: 2.129952907562256 (2.695480133357801) | > loss_feat: 8.914417266845703 (6.728172352439479) | > loss_mel: 18.15738868713379 (18.71729268525776) | > loss_duration: 2.326862335205078 (2.299100863306146) | > loss_1: 34.2386360168457 (33.11290218955592)  --> STEP: 20 | > loss_disc: 2.5534353256225586 (2.4164743065834045) | > loss_disc_real_0: 0.2076994627714157 (0.14521761871874334) | > loss_disc_real_1: 0.28373605012893677 (0.2562014363706112) | > loss_disc_real_2: 0.26568856835365295 (0.2566017538309097) | > loss_disc_real_3: 0.21999619901180267 (0.25734021291136744) | > loss_disc_real_4: 0.22891518473625183 (0.25471762493252753) | > loss_disc_real_5: 0.1914881318807602 (0.25578980967402454) | > loss_0: 2.5534353256225586 (2.4164743065834045) | > loss_gen: 2.4657511711120605 (2.662501072883606) | > loss_kl: 1.954905390739441 (2.6584513962268828) | > loss_feat: 7.316291809082031 (6.757578325271607) | > loss_mel: 16.927793502807617 (18.627817726135255) | > loss_duration: 2.2709219455718994 (2.2976919174194337) | > loss_1: 30.9356632232666 (33.00404024124145)  --> STEP: 21 | > loss_disc: 2.1413936614990234 (2.403375228246053) | > loss_disc_real_0: 0.10864131897687912 (0.14347589015960693) | > loss_disc_real_1: 0.23221080005168915 (0.2550590251173292) | > loss_disc_real_2: 0.27643418312072754 (0.25754615522566293) | > loss_disc_real_3: 0.220187708735466 (0.2555710460458483) | > loss_disc_real_4: 0.2023262083530426 (0.2522227955715997) | > loss_disc_real_5: 0.12008966505527496 (0.24932789802551264) | > loss_0: 2.1413936614990234 (2.403375228246053) | > loss_gen: 2.8893375396728516 (2.6733028093973794) | > loss_kl: 3.1055076122283936 (2.67973978746505) | > loss_feat: 8.59688949584961 (6.845164571489606) | > loss_mel: 17.66887855529785 (18.58215395609538) | > loss_duration: 2.1107850074768066 (2.2887915883745467) | > loss_1: 34.37139892578125 (33.06915255955287)  --> STEP: 22 | > loss_disc: 2.259159803390503 (2.39681998166171) | > loss_disc_real_0: 0.09234476089477539 (0.14115174792029642) | > loss_disc_real_1: 0.20722711086273193 (0.25288484719666565) | > loss_disc_real_2: 0.18852367997169495 (0.2544087699868462) | > loss_disc_real_3: 0.1868831366300583 (0.2524488683451306) | > loss_disc_real_4: 0.21536339819431305 (0.2505473684180867) | > loss_disc_real_5: 0.2549651563167572 (0.24958413703875104) | > loss_0: 2.259159803390503 (2.39681998166171) | > loss_gen: 2.5656371116638184 (2.668408914045854) | > loss_kl: 1.9292832612991333 (2.6456281271847812) | > loss_feat: 8.403714179992676 (6.916007735512474) | > loss_mel: 20.58368682861328 (18.673132723028008) | > loss_duration: 2.175377368927002 (2.2836363965814765) | > loss_1: 35.65769577026367 (33.186813614585176)  --> STEP: 23 | > loss_disc: 2.4367008209228516 (2.398553931194803) | > loss_disc_real_0: 0.12158706784248352 (0.14030110965604367) | > loss_disc_real_1: 0.19703450798988342 (0.25045657157897944) | > loss_disc_real_2: 0.2850760519504547 (0.25574213007222046) | > loss_disc_real_3: 0.2471955567598343 (0.25222046349359595) | > loss_disc_real_4: 0.21812653541564941 (0.24913776698319817) | > loss_disc_real_5: 0.1777639538049698 (0.24646152037641272) | > loss_0: 2.4367008209228516 (2.398553931194803) | > loss_gen: 2.3030073642730713 (2.6525218901426895) | > loss_kl: 2.0600569248199463 (2.6201685096906577) | > loss_feat: 7.508826732635498 (6.941782474517822) | > loss_mel: 17.35110855102539 (18.615653411201805) | > loss_duration: 2.2945196628570557 (2.2841095820717188) | > loss_1: 31.517518997192383 (33.114235587742016)  --> STEP: 24 | > loss_disc: 2.4902188777923584 (2.4023733039697013) | > loss_disc_real_0: 0.16766133904457092 (0.14144111921389899) | > loss_disc_real_1: 0.21756599843502045 (0.2490861310313145) | > loss_disc_real_2: 0.21531996130943298 (0.25405787304043764) | > loss_disc_real_3: 0.2703430652618408 (0.25297557190060616) | > loss_disc_real_4: 0.25964388251304626 (0.24957552179694184) | > loss_disc_real_5: 0.2615472674369812 (0.24709009317060307) | > loss_0: 2.4902188777923584 (2.4023733039697013) | > loss_gen: 2.5960397720336914 (2.650168468554815) | > loss_kl: 2.516693115234375 (2.6158570349216457) | > loss_feat: 8.099170684814453 (6.990006983280182) | > loss_mel: 19.72381591796875 (18.66182684898376) | > loss_duration: 2.410486936569214 (2.289375305175781) | > loss_1: 35.34620666503906 (33.207234382629395)  --> STEP: 25 | > loss_disc: 2.3228964805603027 (2.3991942310333254) | > loss_disc_real_0: 0.12690117955207825 (0.14085952162742615) | > loss_disc_real_1: 0.18711528182029724 (0.2466072970628738) | > loss_disc_real_2: 0.31469452381134033 (0.25648333907127374) | > loss_disc_real_3: 0.25831466913223267 (0.25318913578987123) | > loss_disc_real_4: 0.24292360246181488 (0.24930944502353675) | > loss_disc_real_5: 0.24674350023269653 (0.24707622945308683) | > loss_0: 2.3228964805603027 (2.3991942310333254) | > loss_gen: 2.667588472366333 (2.6508652687072756) | > loss_kl: 2.155377149581909 (2.597437839508056) | > loss_feat: 8.817806243896484 (7.063118953704834) | > loss_mel: 18.292098999023438 (18.647037734985346) | > loss_duration: 2.325777292251587 (2.290831384658813) | > loss_1: 34.25864791870117 (33.24929092407226)  --> STEP: 26 | > loss_disc: 2.727484703063965 (2.4118207876498885) | > loss_disc_real_0: 0.04157884418964386 (0.1370410340336653) | > loss_disc_real_1: 0.20325781404972076 (0.2449400092546756) | > loss_disc_real_2: 0.31468090415000916 (0.2587217069589174) | > loss_disc_real_3: 0.18543489277362823 (0.25058320336616957) | > loss_disc_real_4: 0.16256874799728394 (0.2459732643686809) | > loss_disc_real_5: 0.19182787835597992 (0.24495129287242887) | > loss_0: 2.727484703063965 (2.4118207876498885) | > loss_gen: 1.6730314493179321 (2.613256275653839) | > loss_kl: 2.296703338623047 (2.5858711279355555) | > loss_feat: 7.019222259521484 (7.061430619313167) | > loss_mel: 12.877416610717773 (18.425129230205826) | > loss_duration: 2.282166004180908 (2.290498100794278) | > loss_1: 26.14853858947754 (32.976185065049386) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026328563690185547 (+0.00016814928788405105) | > avg_loss_disc: 2.4118207876498885 (-0.00030044408944895906) | > avg_loss_disc_real_0: 0.1370410340336653 (+0.0048590560372059055) | > avg_loss_disc_real_1: 0.2449400092546756 (-0.07109248638153079) | > avg_loss_disc_real_2: 0.2587217069589174 (+0.011198952794074929) | > avg_loss_disc_real_3: 0.25058320336616957 (-0.02284877231487864) | > avg_loss_disc_real_4: 0.2459732643686809 (+0.0029282266130815082) | > avg_loss_disc_real_5: 0.24495129287242887 (-0.005978032373465142) | > avg_loss_0: 2.4118207876498885 (-0.00030044408944895906) | > avg_loss_gen: 2.613256275653839 (-0.14180791836518525) | > avg_loss_kl: 2.5858711279355555 (+0.10851333233026272) | > avg_loss_feat: 7.061430619313167 (-0.1194915771484375) | > avg_loss_mel: 18.425129230205826 (-0.015514740577113884) | > avg_loss_duration: 2.290498100794278 (+0.013035728381229905) | > avg_loss_1: 32.976185065049386 (-0.1552654413076624)  > EPOCH: 307/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:28:25)   --> TIME: 2024-06-11 04:28:31 -- STEP: 14/330 -- GLOBAL_STEP: 189325 | > loss_disc: 2.275362730026245 (2.328556912285941) | > loss_disc_real_0: 0.1265038549900055 (0.10275508064244475) | > loss_disc_real_1: 0.21745780110359192 (0.20436073520353862) | > loss_disc_real_2: 0.2203950583934784 (0.21121505541460855) | > loss_disc_real_3: 0.23454849421977997 (0.2218660925115858) | > loss_disc_real_4: 0.2315414547920227 (0.22563625127077103) | > loss_disc_real_5: 0.22614237666130066 (0.221278578042984) | > loss_0: 2.275362730026245 (2.328556912285941) | > grad_norm_0: tensor(8.5464, device='cuda:0') (tensor(12.2882, device='cuda:0')) | > loss_gen: 2.6226236820220947 (2.5032880987439836) | > loss_kl: 1.8632186651229858 (1.8801551716668266) | > loss_feat: 7.190339088439941 (6.909435680934361) | > loss_mel: 17.62099266052246 (18.833747046334402) | > loss_duration: 2.0833563804626465 (2.15569840158735) | > loss_1: 31.380529403686523 (32.28232410975865) | > grad_norm_1: tensor(110.6274, device='cuda:0') (tensor(142.0104, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3601 (0.35983647618974957) | > loader_time: 0.0031 (0.003259965351649693)  --> TIME: 2024-06-11 04:28:40 -- STEP: 39/330 -- GLOBAL_STEP: 189350 | > loss_disc: 2.2767159938812256 (2.3252861499786386) | > loss_disc_real_0: 0.08789627999067307 (0.10823536177094166) | > loss_disc_real_1: 0.1821260154247284 (0.20267726557377058) | > loss_disc_real_2: 0.1894463300704956 (0.21357566462113306) | > loss_disc_real_3: 0.20108827948570251 (0.2246082073602921) | > loss_disc_real_4: 0.20063510537147522 (0.22365078253623766) | > loss_disc_real_5: 0.20763659477233887 (0.2166104595630597) | > loss_0: 2.2767159938812256 (2.3252861499786386) | > grad_norm_0: tensor(7.8047, device='cuda:0') (tensor(11.0710, device='cuda:0')) | > loss_gen: 2.5100643634796143 (2.5164354764498196) | > loss_kl: 1.696280598640442 (1.835122117629418) | > loss_feat: 7.148665428161621 (7.057783310229961) | > loss_mel: 18.07248878479004 (18.624597793970352) | > loss_duration: 2.0477347373962402 (2.0804432875070815) | > loss_1: 31.475234985351562 (32.11438193688026) | > grad_norm_1: tensor(148.3662, device='cuda:0') (tensor(142.3622, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3634 (0.3596219588548709) | > loader_time: 0.004 (0.0034045806297889124)  --> TIME: 2024-06-11 04:28:49 -- STEP: 64/330 -- GLOBAL_STEP: 189375 | > loss_disc: 2.395470380783081 (2.318684861063957) | > loss_disc_real_0: 0.10914216935634613 (0.10988797998288646) | > loss_disc_real_1: 0.2559053897857666 (0.2025945857167244) | > loss_disc_real_2: 0.25586041808128357 (0.21359950280748308) | > loss_disc_real_3: 0.2173873633146286 (0.22618421213701367) | > loss_disc_real_4: 0.20791392028331757 (0.2243918301537633) | > loss_disc_real_5: 0.19099758565425873 (0.21481330087408423) | > loss_0: 2.395470380783081 (2.318684861063957) | > grad_norm_0: tensor(35.6239, device='cuda:0') (tensor(15.6823, device='cuda:0')) | > loss_gen: 2.4629573822021484 (2.5274206958711147) | > loss_kl: 1.980596899986267 (1.8570292834192514) | > loss_feat: 8.116317749023438 (7.1521900072693825) | > loss_mel: 19.097885131835938 (18.588523119688034) | > loss_duration: 2.050382137298584 (2.057778736576438) | > loss_1: 33.70813751220703 (32.18294191360475) | > grad_norm_1: tensor(140.8903, device='cuda:0') (tensor(187.0381, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3551 (0.3572905361652374) | > loader_time: 0.0035 (0.003525238484144211)  --> TIME: 2024-06-11 04:28:58 -- STEP: 89/330 -- GLOBAL_STEP: 189400 | > loss_disc: 2.3055419921875 (2.3177334699737897) | > loss_disc_real_0: 0.08151184767484665 (0.10978600227933251) | > loss_disc_real_1: 0.2044498473405838 (0.20239710188313817) | > loss_disc_real_2: 0.17850100994110107 (0.21181579336021725) | > loss_disc_real_3: 0.20747493207454681 (0.22652990982103882) | > loss_disc_real_4: 0.21452060341835022 (0.22363988502641743) | > loss_disc_real_5: 0.21065205335617065 (0.2152256513579508) | > loss_0: 2.3055419921875 (2.3177334699737897) | > grad_norm_0: tensor(25.0933, device='cuda:0') (tensor(17.6289, device='cuda:0')) | > loss_gen: 2.4843943119049072 (2.5300826946001367) | > loss_kl: 1.8804383277893066 (1.8605276600698406) | > loss_feat: 7.32379674911499 (7.2254264702957665) | > loss_mel: 17.77963638305664 (18.543292977836696) | > loss_duration: 2.049281597137451 (2.046088115552838) | > loss_1: 31.517547607421875 (32.20541791165813) | > grad_norm_1: tensor(381.7491, device='cuda:0') (tensor(216.6602, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3609 (0.35829233051685805) | > loader_time: 0.0045 (0.003603803977537691)  --> TIME: 2024-06-11 04:29:07 -- STEP: 114/330 -- GLOBAL_STEP: 189425 | > loss_disc: 2.2454960346221924 (2.3223353310635226) | > loss_disc_real_0: 0.09025471657514572 (0.11011049605644586) | > loss_disc_real_1: 0.18449589610099792 (0.20200297942287043) | > loss_disc_real_2: 0.2107299119234085 (0.21369445271659315) | > loss_disc_real_3: 0.22109590470790863 (0.2263135462999344) | > loss_disc_real_4: 0.21036873757839203 (0.2252900912834887) | > loss_disc_real_5: 0.18294836580753326 (0.2151158369685474) | > loss_0: 2.2454960346221924 (2.3223353310635226) | > grad_norm_0: tensor(11.8646, device='cuda:0') (tensor(17.7612, device='cuda:0')) | > loss_gen: 2.5368824005126953 (2.5257322014423833) | > loss_kl: 1.866201639175415 (1.852082237862704) | > loss_feat: 7.736138343811035 (7.212281741594014) | > loss_mel: 18.78228759765625 (18.52502652218468) | > loss_duration: 2.059296131134033 (2.0447697430326226) | > loss_1: 32.98080825805664 (32.159892383374654) | > grad_norm_1: tensor(178.0771, device='cuda:0') (tensor(217.7003, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3788 (0.3585604889351025) | > loader_time: 0.0039 (0.0037123759587605796)  --> TIME: 2024-06-11 04:29:17 -- STEP: 139/330 -- GLOBAL_STEP: 189450 | > loss_disc: 2.329521417617798 (2.32351417335675) | > loss_disc_real_0: 0.1294185221195221 (0.11073331312417127) | > loss_disc_real_1: 0.2066868543624878 (0.2008287357769424) | > loss_disc_real_2: 0.21845398843288422 (0.21363008022308352) | > loss_disc_real_3: 0.23890617489814758 (0.22686338456843397) | > loss_disc_real_4: 0.27535709738731384 (0.22461092622160053) | > loss_disc_real_5: 0.2528573274612427 (0.21597277625001593) | > loss_0: 2.329521417617798 (2.32351417335675) | > grad_norm_0: tensor(43.1690, device='cuda:0') (tensor(17.6976, device='cuda:0')) | > loss_gen: 2.637263774871826 (2.5276514334644347) | > loss_kl: 1.8601278066635132 (1.8460466861724854) | > loss_feat: 7.022502899169922 (7.21774516688834) | > loss_mel: 18.217052459716797 (18.506226217146406) | > loss_duration: 2.1105334758758545 (2.0477159211961484) | > loss_1: 31.84747886657715 (32.145385357973375) | > grad_norm_1: tensor(156.9365, device='cuda:0') (tensor(219.4397, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3695 (0.36113083276817265) | > loader_time: 0.0051 (0.0038345117363140736)  --> TIME: 2024-06-11 04:29:27 -- STEP: 164/330 -- GLOBAL_STEP: 189475 | > loss_disc: 2.300058364868164 (2.3225992612722446) | > loss_disc_real_0: 0.09570485353469849 (0.11105521593424607) | > loss_disc_real_1: 0.23464959859848022 (0.2012579498312823) | > loss_disc_real_2: 0.1959819495677948 (0.21361165393779918) | > loss_disc_real_3: 0.23358368873596191 (0.22710644653657588) | > loss_disc_real_4: 0.25674229860305786 (0.2242792719384519) | > loss_disc_real_5: 0.2721678912639618 (0.21516990897859012) | > loss_0: 2.300058364868164 (2.3225992612722446) | > grad_norm_0: tensor(8.2343, device='cuda:0') (tensor(18.7677, device='cuda:0')) | > loss_gen: 2.8654544353485107 (2.5312168641788206) | > loss_kl: 1.9490076303482056 (1.8482263829649948) | > loss_feat: 7.915521144866943 (7.23343871570215) | > loss_mel: 17.83997344970703 (18.48803469029869) | > loss_duration: 2.124298095703125 (2.0494483193246325) | > loss_1: 32.694252014160156 (32.15036492231415) | > grad_norm_1: tensor(372.4645, device='cuda:0') (tensor(228.1368, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3783 (0.36416216158285375) | > loader_time: 0.0051 (0.003955365681066745)  --> TIME: 2024-06-11 04:29:37 -- STEP: 189/330 -- GLOBAL_STEP: 189500 | > loss_disc: 2.338961124420166 (2.3262728610366747) | > loss_disc_real_0: 0.12930890917778015 (0.11295923462541647) | > loss_disc_real_1: 0.2187962681055069 (0.20147684027278243) | > loss_disc_real_2: 0.1902015656232834 (0.21408543250863515) | > loss_disc_real_3: 0.21005964279174805 (0.22689795107753188) | > loss_disc_real_4: 0.24311932921409607 (0.22464657026939291) | > loss_disc_real_5: 0.22878605127334595 (0.215547955619595) | > loss_0: 2.338961124420166 (2.3262728610366747) | > grad_norm_0: tensor(55.8221, device='cuda:0') (tensor(20.5868, device='cuda:0')) | > loss_gen: 2.464888095855713 (2.5359646277452903) | > loss_kl: 1.798590064048767 (1.8511981837963931) | > loss_feat: 7.699216842651367 (7.261821020217169) | > loss_mel: 19.128677368164062 (18.493396597564537) | > loss_duration: 2.116011619567871 (2.05580316838764) | > loss_1: 33.20738220214844 (32.19818357437376) | > grad_norm_1: tensor(347.5435, device='cuda:0') (tensor(240.1437, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.3852 (0.3679108619689941) | > loader_time: 0.005 (0.004093177734859403) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_189500.pth  --> TIME: 2024-06-11 04:29:53 -- STEP: 214/330 -- GLOBAL_STEP: 189525 | > loss_disc: 2.408329486846924 (2.3256983656749557) | > loss_disc_real_0: 0.09962576627731323 (0.11298034397589271) | > loss_disc_real_1: 0.23289427161216736 (0.20140007361073367) | > loss_disc_real_2: 0.25676074624061584 (0.21423203498125076) | > loss_disc_real_3: 0.24527493119239807 (0.2266983971278244) | > loss_disc_real_4: 0.2879789173603058 (0.22434598924679178) | > loss_disc_real_5: 0.24926520884037018 (0.21561517740521471) | > loss_0: 2.408329486846924 (2.3256983656749557) | > grad_norm_0: tensor(17.9638, device='cuda:0') (tensor(20.9937, device='cuda:0')) | > loss_gen: 2.562976837158203 (2.5365093567661035) | > loss_kl: 1.9356225728988647 (1.8543671636937935) | > loss_feat: 6.4374799728393555 (7.268165586150695) | > loss_mel: 17.92203712463379 (18.46583716668815) | > loss_duration: 2.1510183811187744 (2.062022773461922) | > loss_1: 31.00913429260254 (32.18690201946509) | > grad_norm_1: tensor(331.3099, device='cuda:0') (tensor(250.7750, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.4226 (0.3739973952837079) | > loader_time: 0.0053 (0.004273959409410707)  --> TIME: 2024-06-11 04:30:03 -- STEP: 239/330 -- GLOBAL_STEP: 189550 | > loss_disc: 2.2451295852661133 (2.3244932007091323) | > loss_disc_real_0: 0.11770890653133392 (0.11334327164117762) | > loss_disc_real_1: 0.20579981803894043 (0.2007459897127112) | > loss_disc_real_2: 0.1937003880739212 (0.21362373631868403) | > loss_disc_real_3: 0.23260511457920074 (0.22674050160282327) | > loss_disc_real_4: 0.19969911873340607 (0.2246094767518622) | > loss_disc_real_5: 0.16883715987205505 (0.21545693340660635) | > loss_0: 2.2451295852661133 (2.3244932007091323) | > grad_norm_0: tensor(47.0109, device='cuda:0') (tensor(23.2799, device='cuda:0')) | > loss_gen: 2.62532901763916 (2.5378231952379937) | > loss_kl: 1.9398529529571533 (1.8589614255657754) | > loss_feat: 7.847880840301514 (7.281020254270801) | > loss_mel: 18.38860321044922 (18.444365976245834) | > loss_duration: 2.099609375 (2.069710285094992) | > loss_1: 32.901275634765625 (32.19188111596529) | > grad_norm_1: tensor(463.9119, device='cuda:0') (tensor(266.3761, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.4251 (0.3783624172210693) | > loader_time: 0.006 (0.004427969705110811)  --> TIME: 2024-06-11 04:30:14 -- STEP: 264/330 -- GLOBAL_STEP: 189575 | > loss_disc: 2.2538318634033203 (2.3246777852376312) | > loss_disc_real_0: 0.07195055484771729 (0.11375797016433244) | > loss_disc_real_1: 0.19371658563613892 (0.20093842082177152) | > loss_disc_real_2: 0.20581842958927155 (0.21412214721468362) | > loss_disc_real_3: 0.22710265219211578 (0.22638689331484563) | > loss_disc_real_4: 0.20891989767551422 (0.22433171771240956) | > loss_disc_real_5: 0.21007277071475983 (0.2153995304057995) | > loss_0: 2.2538318634033203 (2.3246777852376312) | > grad_norm_0: tensor(37.6120, device='cuda:0') (tensor(25.4792, device='cuda:0')) | > loss_gen: 2.620304584503174 (2.5413995096177766) | > loss_kl: 1.8398674726486206 (1.8625960476470715) | > loss_feat: 7.170943737030029 (7.302643160025279) | > loss_mel: 17.648927688598633 (18.416151184024233) | > loss_duration: 2.189647674560547 (2.0766709279833417) | > loss_1: 31.469690322875977 (32.19946077375702) | > grad_norm_1: tensor(371.8067, device='cuda:0') (tensor(278.1487, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.4326 (0.3832430189306085) | > loader_time: 0.0069 (0.004598903836625993)  --> TIME: 2024-06-11 04:30:26 -- STEP: 289/330 -- GLOBAL_STEP: 189600 | > loss_disc: 2.312206268310547 (2.3261647587416503) | > loss_disc_real_0: 0.07990415394306183 (0.11522784593247624) | > loss_disc_real_1: 0.2025480568408966 (0.20090023064695844) | > loss_disc_real_2: 0.23173534870147705 (0.21419634868529427) | > loss_disc_real_3: 0.2636028230190277 (0.22653254330364478) | > loss_disc_real_4: 0.2559973895549774 (0.22422953965754658) | > loss_disc_real_5: 0.22357183694839478 (0.21553964711803048) | > loss_0: 2.312206268310547 (2.3261647587416503) | > grad_norm_0: tensor(43.0915, device='cuda:0') (tensor(28.0799, device='cuda:0')) | > loss_gen: 2.4439377784729004 (2.545192954449505) | > loss_kl: 1.8481794595718384 (1.8646922276506788) | > loss_feat: 7.26162052154541 (7.317795222193312) | > loss_mel: 16.614534378051758 (18.361806255723362) | > loss_duration: 2.2277979850769043 (2.0855057194158695) | > loss_1: 30.39607048034668 (32.17499234024629) | > grad_norm_1: tensor(386.4196, device='cuda:0') (tensor(291.2065, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.4616 (0.3891586869645696) | > loader_time: 0.0066 (0.004773809835572554)  --> TIME: 2024-06-11 04:30:39 -- STEP: 314/330 -- GLOBAL_STEP: 189625 | > loss_disc: 2.289647340774536 (2.328335028545113) | > loss_disc_real_0: 0.16054973006248474 (0.11569639321440345) | > loss_disc_real_1: 0.19621478021144867 (0.20139389746128386) | > loss_disc_real_2: 0.2248694896697998 (0.2141950633970036) | > loss_disc_real_3: 0.20808537304401398 (0.2260781787098593) | > loss_disc_real_4: 0.1875089854001999 (0.22416944227590682) | > loss_disc_real_5: 0.20704253017902374 (0.21569986949870537) | > loss_0: 2.289647340774536 (2.328335028545113) | > grad_norm_0: tensor(68.0214, device='cuda:0') (tensor(29.5623, device='cuda:0')) | > loss_gen: 2.5921356678009033 (2.5466899985720404) | > loss_kl: 1.7709777355194092 (1.8668865041368325) | > loss_feat: 7.89661169052124 (7.3327119107459) | > loss_mel: 17.947643280029297 (18.302650995315247) | > loss_duration: 2.2810440063476562 (2.097673162912867) | > loss_1: 32.48841094970703 (32.146612495373795) | > grad_norm_1: tensor(448.5760, device='cuda:0') (tensor(300.2913, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.5267 (0.39814570527167836) | > loader_time: 0.0078 (0.004984869319162548)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5912580490112305 (2.5912580490112305) | > loss_disc_real_0: 0.07441926002502441 (0.07441926002502441) | > loss_disc_real_1: 0.22169771790504456 (0.22169771790504456) | > loss_disc_real_2: 0.27218097448349 (0.27218097448349) | > loss_disc_real_3: 0.2621784508228302 (0.2621784508228302) | > loss_disc_real_4: 0.2916395664215088 (0.2916395664215088) | > loss_disc_real_5: 0.2630372941493988 (0.2630372941493988) | > loss_0: 2.5912580490112305 (2.5912580490112305) | > loss_gen: 2.0661778450012207 (2.0661778450012207) | > loss_kl: 1.8618338108062744 (1.8618338108062744) | > loss_feat: 5.03244686126709 (5.03244686126709) | > loss_mel: 14.915481567382812 (14.915481567382812) | > loss_duration: 2.8593688011169434 (2.8593688011169434) | > loss_1: 26.735307693481445 (26.735307693481445)  --> STEP: 1 | > loss_disc: 2.2986972332000732 (2.2986972332000732) | > loss_disc_real_0: 0.04791649430990219 (0.04791649430990219) | > loss_disc_real_1: 0.16029685735702515 (0.16029685735702515) | > loss_disc_real_2: 0.23449455201625824 (0.23449455201625824) | > loss_disc_real_3: 0.24464178085327148 (0.24464178085327148) | > loss_disc_real_4: 0.25491032004356384 (0.25491032004356384) | > loss_disc_real_5: 0.2359965294599533 (0.2359965294599533) | > loss_0: 2.2986972332000732 (2.2986972332000732) | > loss_gen: 2.1621952056884766 (2.1621952056884766) | > loss_kl: 2.704258680343628 (2.704258680343628) | > loss_feat: 5.839494228363037 (5.839494228363037) | > loss_mel: 19.17367935180664 (19.17367935180664) | > loss_duration: 2.3889145851135254 (2.3889145851135254) | > loss_1: 32.2685432434082 (32.2685432434082)  --> STEP: 2 | > loss_disc: 1.8369299173355103 (2.0678135752677917) | > loss_disc_real_0: 0.028641490265727043 (0.03827899228781462) | > loss_disc_real_1: 0.25298112630844116 (0.20663899183273315) | > loss_disc_real_2: 0.1718994677066803 (0.20319700986146927) | > loss_disc_real_3: 0.2376120537519455 (0.2411269173026085) | > loss_disc_real_4: 0.13826096057891846 (0.19658564031124115) | > loss_disc_real_5: 0.14931003749370575 (0.19265328347682953) | > loss_0: 1.8369299173355103 (2.0678135752677917) | > loss_gen: 2.7151660919189453 (2.438680648803711) | > loss_kl: 2.2932565212249756 (2.4987576007843018) | > loss_feat: 7.400738716125488 (6.620116472244263) | > loss_mel: 18.863758087158203 (19.018718719482422) | > loss_duration: 2.4517526626586914 (2.4203336238861084) | > loss_1: 33.724674224853516 (32.99660873413086)  --> STEP: 3 | > loss_disc: 2.066936492919922 (2.0675212144851685) | > loss_disc_real_0: 0.028018560260534286 (0.034858848278721176) | > loss_disc_real_1: 0.19874577224254608 (0.20400791863600412) | > loss_disc_real_2: 0.19246599078178406 (0.1996200035015742) | > loss_disc_real_3: 0.16802725195884705 (0.21676036218802133) | > loss_disc_real_4: 0.20501387119293213 (0.19939505060513815) | > loss_disc_real_5: 0.25919109582901 (0.21483255426088968) | > loss_0: 2.066936492919922 (2.0675212144851685) | > loss_gen: 2.510985851287842 (2.462782382965088) | > loss_kl: 2.6383986473083496 (2.545304616292318) | > loss_feat: 7.308488845825195 (6.849573930104573) | > loss_mel: 16.818632125854492 (18.285356521606445) | > loss_duration: 2.314648151397705 (2.3851051330566406) | > loss_1: 31.591154098510742 (32.52812385559082)  --> STEP: 4 | > loss_disc: 2.4460325241088867 (2.162149041891098) | > loss_disc_real_0: 0.09176892042160034 (0.049086366314440966) | > loss_disc_real_1: 0.2092183530330658 (0.20531052723526955) | > loss_disc_real_2: 0.2739351689815521 (0.21819879487156868) | > loss_disc_real_3: 0.3330583870410919 (0.245834868401289) | > loss_disc_real_4: 0.29059678316116333 (0.22219548374414444) | > loss_disc_real_5: 0.2820701003074646 (0.23164194077253342) | > loss_0: 2.4460325241088867 (2.162149041891098) | > loss_gen: 2.4444172382354736 (2.4581910967826843) | > loss_kl: 2.963881015777588 (2.6499487161636353) | > loss_feat: 6.9948225021362305 (6.885886073112488) | > loss_mel: 18.073623657226562 (18.232423305511475) | > loss_duration: 2.260869264602661 (2.3540461659431458) | > loss_1: 32.737613677978516 (32.580496311187744)  --> STEP: 5 | > loss_disc: 2.1501142978668213 (2.1597420930862428) | > loss_disc_real_0: 0.12402823567390442 (0.06407474018633366) | > loss_disc_real_1: 0.19599877297878265 (0.20344817638397217) | > loss_disc_real_2: 0.18462590873241425 (0.2114842176437378) | > loss_disc_real_3: 0.3500819802284241 (0.266684290766716) | > loss_disc_real_4: 0.2679137885570526 (0.23133914470672606) | > loss_disc_real_5: 0.20666000247001648 (0.22664555311203002) | > loss_0: 2.1501142978668213 (2.1597420930862428) | > loss_gen: 2.791386127471924 (2.5248301029205322) | > loss_kl: 2.1847970485687256 (2.5569183826446533) | > loss_feat: 7.09623908996582 (6.927956676483154) | > loss_mel: 20.722665786743164 (18.730471801757812) | > loss_duration: 2.3552820682525635 (2.3542933464050293) | > loss_1: 35.15037155151367 (33.09447135925293)  --> STEP: 6 | > loss_disc: 2.40383243560791 (2.2004238168398538) | > loss_disc_real_0: 0.06528927385807037 (0.06427716246495645) | > loss_disc_real_1: 0.21737828850746155 (0.20576986173788706) | > loss_disc_real_2: 0.2859257459640503 (0.22389113903045654) | > loss_disc_real_3: 0.23155716061592102 (0.26082976907491684) | > loss_disc_real_4: 0.22402910888195038 (0.2301208054025968) | > loss_disc_real_5: 0.20398332178592682 (0.2228685145576795) | > loss_0: 2.40383243560791 (2.2004238168398538) | > loss_gen: 2.2604663372039795 (2.480769475301107) | > loss_kl: 2.612943649291992 (2.5662559270858765) | > loss_feat: 4.819149971008301 (6.576488892237346) | > loss_mel: 18.00419807434082 (18.60942618052165) | > loss_duration: 2.1119675636291504 (2.313905715942383) | > loss_1: 29.80872344970703 (32.54684670766195)  --> STEP: 7 | > loss_disc: 2.2348122596740723 (2.2053364515304565) | > loss_disc_real_0: 0.03647680580615997 (0.06030568294227123) | > loss_disc_real_1: 0.2569274306297302 (0.21307808586529323) | > loss_disc_real_2: 0.2224535495042801 (0.2236857690981456) | > loss_disc_real_3: 0.2308991253376007 (0.2565539628267288) | > loss_disc_real_4: 0.2021666318178177 (0.22612735203334264) | > loss_disc_real_5: 0.23853768408298492 (0.22510696734700883) | > loss_0: 2.2348122596740723 (2.2053364515304565) | > loss_gen: 2.508296012878418 (2.484701837812151) | > loss_kl: 3.9917681217193604 (2.769900526319231) | > loss_feat: 7.956628799438477 (6.773651736123221) | > loss_mel: 20.48993492126465 (18.878070286342076) | > loss_duration: 2.505450487136841 (2.3412692546844482) | > loss_1: 37.45207977294922 (33.24759428841727)  --> STEP: 8 | > loss_disc: 2.117917060852051 (2.194409027695656) | > loss_disc_real_0: 0.1149301528930664 (0.06713374168612063) | > loss_disc_real_1: 0.21644344925880432 (0.21349875628948212) | > loss_disc_real_2: 0.17635081708431244 (0.21776890009641647) | > loss_disc_real_3: 0.17818155884742737 (0.24675741232931614) | > loss_disc_real_4: 0.1946886032819748 (0.22219750843942165) | > loss_disc_real_5: 0.3058669865131378 (0.23520196974277496) | > loss_0: 2.117917060852051 (2.194409027695656) | > loss_gen: 2.591418743133545 (2.4980414509773254) | > loss_kl: 3.361203908920288 (2.8438134491443634) | > loss_feat: 12.228775978088379 (7.455542266368866) | > loss_mel: 20.051769256591797 (19.02478265762329) | > loss_duration: 2.2112932205200195 (2.3250222504138947) | > loss_1: 40.444461822509766 (34.14720273017883)  --> STEP: 9 | > loss_disc: 2.2667250633239746 (2.202444142765469) | > loss_disc_real_0: 0.1403759866952896 (0.07527176890936163) | > loss_disc_real_1: 0.22988159954547882 (0.2153190722068151) | > loss_disc_real_2: 0.21829527616500854 (0.21782738632626003) | > loss_disc_real_3: 0.18373733758926392 (0.23975518180264366) | > loss_disc_real_4: 0.22698451578617096 (0.222729398144616) | > loss_disc_real_5: 0.2917092740535736 (0.24148055911064148) | > loss_0: 2.2667250633239746 (2.202444142765469) | > loss_gen: 2.9918034076690674 (2.552903890609741) | > loss_kl: 2.4235997200012207 (2.7971230347951255) | > loss_feat: 13.571616172790527 (8.13510603374905) | > loss_mel: 20.357254028320312 (19.172835032145183) | > loss_duration: 2.1533122062683105 (2.3059433566199408) | > loss_1: 41.49758529663086 (34.96391190422906)  --> STEP: 10 | > loss_disc: 2.4698946475982666 (2.229189193248749) | > loss_disc_real_0: 0.11876790225505829 (0.0796213822439313) | > loss_disc_real_1: 0.2309695929288864 (0.2168841242790222) | > loss_disc_real_2: 0.258714884519577 (0.22191613614559175) | > loss_disc_real_3: 0.26243531703948975 (0.24202319532632827) | > loss_disc_real_4: 0.22856956720352173 (0.2233134150505066) | > loss_disc_real_5: 0.26125210523605347 (0.24345771372318267) | > loss_0: 2.4698946475982666 (2.229189193248749) | > loss_gen: 2.2497472763061523 (2.5225882291793824) | > loss_kl: 1.6609504222869873 (2.6835057735443115) | > loss_feat: 4.286032199859619 (7.750198650360107) | > loss_mel: 15.388389587402344 (18.7943904876709) | > loss_duration: 2.334862470626831 (2.30883526802063) | > loss_1: 25.91998291015625 (34.05951900482178)  --> STEP: 11 | > loss_disc: 2.3578100204467773 (2.240881995721297) | > loss_disc_real_0: 0.09753056615591049 (0.08124948987229304) | > loss_disc_real_1: 0.21237942576408386 (0.21647460623220963) | > loss_disc_real_2: 0.19412736594676971 (0.21938988430933518) | > loss_disc_real_3: 0.20438945293426514 (0.2386019460179589) | > loss_disc_real_4: 0.2829968333244324 (0.2287391803481362) | > loss_disc_real_5: 0.2680260241031647 (0.24569119648499924) | > loss_0: 2.3578100204467773 (2.240881995721297) | > loss_gen: 2.5098774433135986 (2.521432703191584) | > loss_kl: 2.856916904449463 (2.699270421808416) | > loss_feat: 7.725067615509033 (7.747914010828191) | > loss_mel: 19.161865234375 (18.827797282825816) | > loss_duration: 2.4957995414733887 (2.3258320201526987) | > loss_1: 34.74952697753906 (34.12224700234153)  --> STEP: 12 | > loss_disc: 2.5432217121124268 (2.2660769720872245) | > loss_disc_real_0: 0.09709642827510834 (0.08257006807252765) | > loss_disc_real_1: 0.31019848585128784 (0.2242849295337995) | > loss_disc_real_2: 0.3112787902355194 (0.2270472931365172) | > loss_disc_real_3: 0.2677907347679138 (0.24103434508045515) | > loss_disc_real_4: 0.3108291029930115 (0.23558000723520914) | > loss_disc_real_5: 0.2071913331747055 (0.24248287454247475) | > loss_0: 2.5432217121124268 (2.2660769720872245) | > loss_gen: 2.3768653869628906 (2.509385426839193) | > loss_kl: 2.3556509017944336 (2.670635461807251) | > loss_feat: 5.245214462280273 (7.539355715115865) | > loss_mel: 18.5537052154541 (18.804956277211506) | > loss_duration: 2.270463228225708 (2.321217954158783) | > loss_1: 30.80190086364746 (33.84555149078369)  --> STEP: 13 | > loss_disc: 2.761554718017578 (2.3041906448510976) | > loss_disc_real_0: 0.15092375874519348 (0.08782804427811733) | > loss_disc_real_1: 0.23721051216125488 (0.22527920512052682) | > loss_disc_real_2: 0.23028820753097534 (0.2272965942437832) | > loss_disc_real_3: 0.2957168519496918 (0.2452406917627041) | > loss_disc_real_4: 0.3026737868785858 (0.24074106720777658) | > loss_disc_real_5: 0.31791505217552185 (0.24828534974501684) | > loss_0: 2.761554718017578 (2.3041906448510976) | > loss_gen: 2.034196615219116 (2.472832441329956) | > loss_kl: 2.3622653484344482 (2.646914683855497) | > loss_feat: 3.9342095851898193 (7.262036782044631) | > loss_mel: 14.807741165161133 (18.49747819166917) | > loss_duration: 2.1943917274475098 (2.311462090565608) | > loss_1: 25.33280372619629 (33.19072473966158)  --> STEP: 14 | > loss_disc: 2.2098770141601562 (2.2974539569446017) | > loss_disc_real_0: 0.07899732887744904 (0.0871972788923553) | > loss_disc_real_1: 0.20019640028476715 (0.22348757620368684) | > loss_disc_real_2: 0.16539539396762848 (0.2228750799383436) | > loss_disc_real_3: 0.21839982271194458 (0.243323486830507) | > loss_disc_real_4: 0.2542712390422821 (0.2417075080530984) | > loss_disc_real_5: 0.25830262899398804 (0.24900086969137192) | > loss_0: 2.2098770141601562 (2.2974539569446017) | > loss_gen: 2.455061435699463 (2.471563083784921) | > loss_kl: 2.7296974658966064 (2.652827739715576) | > loss_feat: 7.223700046539307 (7.2592984437942505) | > loss_mel: 20.832881927490234 (18.66429274422782) | > loss_duration: 2.3814640045166016 (2.3164622272763933) | > loss_1: 35.622802734375 (33.36444459642683)  --> STEP: 15 | > loss_disc: 2.1423966884613037 (2.287116805712382) | > loss_disc_real_0: 0.14868474006652832 (0.09129644297063351) | > loss_disc_real_1: 0.22196008265018463 (0.22338574330012004) | > loss_disc_real_2: 0.1558460146188736 (0.21840647558371226) | > loss_disc_real_3: 0.18022483587265015 (0.2391169100999832) | > loss_disc_real_4: 0.18218693137168884 (0.2377394696076711) | > loss_disc_real_5: 0.2541874647140503 (0.2493466426928838) | > loss_0: 2.1423966884613037 (2.287116805712382) | > loss_gen: 2.58394718170166 (2.4790553569793703) | > loss_kl: 3.3238275051116943 (2.6975610574086506) | > loss_feat: 9.546975135803223 (7.411810223261515) | > loss_mel: 19.618925094604492 (18.727934900919596) | > loss_duration: 2.2424750328063965 (2.3115297476450603) | > loss_1: 37.31614685058594 (33.62789141337077)  --> STEP: 16 | > loss_disc: 2.584273099899292 (2.305689074099064) | > loss_disc_real_0: 0.10987646877765656 (0.09245769458357245) | > loss_disc_real_1: 0.23235288262367249 (0.22394618950784206) | > loss_disc_real_2: 0.31281527876853943 (0.22430702578276396) | > loss_disc_real_3: 0.2478414922952652 (0.23966219648718834) | > loss_disc_real_4: 0.25404706597328186 (0.23875869438052177) | > loss_disc_real_5: 0.2896273732185364 (0.2518641883507371) | > loss_0: 2.584273099899292 (2.305689074099064) | > loss_gen: 2.3502886295318604 (2.4710074365139008) | > loss_kl: 2.310171365737915 (2.6733492016792297) | > loss_feat: 6.056763172149658 (7.327119782567024) | > loss_mel: 16.913681030273438 (18.61454403400421) | > loss_duration: 2.329664468765259 (2.3126631677150726) | > loss_1: 29.960569381713867 (33.39868378639221)  --> STEP: 17 | > loss_disc: 2.19199275970459 (2.299001055605271) | > loss_disc_real_0: 0.07019215822219849 (0.09114795715055045) | > loss_disc_real_1: 0.216976597905159 (0.22353621353121364) | > loss_disc_real_2: 0.2637934386730194 (0.22662975595277898) | > loss_disc_real_3: 0.2475307434797287 (0.2401250521926319) | > loss_disc_real_4: 0.21642464399337769 (0.23744492671068976) | > loss_disc_real_5: 0.2723919749259949 (0.2530717052081052) | > loss_0: 2.19199275970459 (2.299001055605271) | > loss_gen: 2.7447290420532227 (2.4871087074279785) | > loss_kl: 2.171566963195801 (2.6438325994154988) | > loss_feat: 6.957371711730957 (7.305369896047256) | > loss_mel: 19.280208587646484 (18.653700772453757) | > loss_duration: 2.3865528106689453 (2.3170096173005947) | > loss_1: 33.540428161621094 (33.40702169081744)  --> STEP: 18 | > loss_disc: 2.2803659439086914 (2.297965771622128) | > loss_disc_real_0: 0.0969507172703743 (0.09147033271276289) | > loss_disc_real_1: 0.10158683359622955 (0.2167612479792701) | > loss_disc_real_2: 0.18541188538074493 (0.22433987425433266) | > loss_disc_real_3: 0.2695236802101135 (0.2417583093047142) | > loss_disc_real_4: 0.24073897302150726 (0.23762792928351295) | > loss_disc_real_5: 0.2588585913181305 (0.2533931988808844) | > loss_0: 2.2803659439086914 (2.297965771622128) | > loss_gen: 2.300973415374756 (2.4767678578694663) | > loss_kl: 2.7031373977661133 (2.647127310434977) | > loss_feat: 8.730034828186035 (7.384517947832744) | > loss_mel: 20.437368392944336 (18.752793418036568) | > loss_duration: 2.2463603019714355 (2.3130846553378634) | > loss_1: 36.41787338256836 (33.57429122924805)  --> STEP: 19 | > loss_disc: 2.36617374420166 (2.3015556649157873) | > loss_disc_real_0: 0.146035835146904 (0.0943422012619282) | > loss_disc_real_1: 0.1966867744922638 (0.21570469674311185) | > loss_disc_real_2: 0.18306516110897064 (0.22216752093089254) | > loss_disc_real_3: 0.19103659689426422 (0.2390887454936379) | > loss_disc_real_4: 0.21721647679805756 (0.23655364231059425) | > loss_disc_real_5: 0.3361780643463135 (0.2577502970632754) | > loss_0: 2.36617374420166 (2.3015556649157873) | > loss_gen: 2.287978172302246 (2.466831558629086) | > loss_kl: 1.9159327745437622 (2.608643387493334) | > loss_feat: 5.960887908935547 (7.30959005104868) | > loss_mel: 17.26024627685547 (18.674238305342826) | > loss_duration: 2.3100390434265137 (2.312924359974108) | > loss_1: 29.735084533691406 (33.37222771895559)  --> STEP: 20 | > loss_disc: 2.3712120056152344 (2.3050384819507594) | > loss_disc_real_0: 0.10770750045776367 (0.09501046622171998) | > loss_disc_real_1: 0.15905074775218964 (0.21287199929356576) | > loss_disc_real_2: 0.23333920538425446 (0.22272610515356064) | > loss_disc_real_3: 0.24057741463184357 (0.23916317895054817) | > loss_disc_real_4: 0.263923317193985 (0.2379221260547638) | > loss_disc_real_5: 0.2785431742668152 (0.25878994092345237) | > loss_0: 2.3712120056152344 (2.3050384819507594) | > loss_gen: 2.484560966491699 (2.4677180290222167) | > loss_kl: 2.002678871154785 (2.578345161676407) | > loss_feat: 6.646296501159668 (7.27642537355423) | > loss_mel: 19.076021194458008 (18.694327449798585) | > loss_duration: 2.3165640830993652 (2.313106346130371) | > loss_1: 32.526119232177734 (33.3299222946167)  --> STEP: 21 | > loss_disc: 2.285367965698242 (2.30410179070064) | > loss_disc_real_0: 0.08167321234941483 (0.09437535889446735) | > loss_disc_real_1: 0.17361870408058167 (0.21100279475961412) | > loss_disc_real_2: 0.19125984609127045 (0.22122771186488016) | > loss_disc_real_3: 0.25924035906791687 (0.24011923514661335) | > loss_disc_real_4: 0.21890725195407867 (0.23701665585949308) | > loss_disc_real_5: 0.23523427546024323 (0.2576682425680615) | > loss_0: 2.285367965698242 (2.30410179070064) | > loss_gen: 2.334470748901367 (2.4613729204450334) | > loss_kl: 2.109988212585449 (2.5560424498149326) | > loss_feat: 7.530196189880371 (7.288509698141189) | > loss_mel: 18.226160049438477 (18.67203376406715) | > loss_duration: 2.1550309658050537 (2.3055789470672607) | > loss_1: 32.3558464050293 (33.28353772844587)  --> STEP: 22 | > loss_disc: 2.2647206783294678 (2.3023117401383137) | > loss_disc_real_0: 0.05558421462774277 (0.0926121250641617) | > loss_disc_real_1: 0.19224563241004944 (0.21015019647099756) | > loss_disc_real_2: 0.28524279594421387 (0.22413748841394077) | > loss_disc_real_3: 0.20725251734256744 (0.23862529342824762) | > loss_disc_real_4: 0.2204475849866867 (0.2362635162743655) | > loss_disc_real_5: 0.22119663655757904 (0.2560104422948577) | > loss_0: 2.2647206783294678 (2.3023117401383137) | > loss_gen: 2.3800556659698486 (2.4576766816052524) | > loss_kl: 2.0571000576019287 (2.533363250168887) | > loss_feat: 7.033575057983398 (7.276921759952199) | > loss_mel: 17.164663314819336 (18.603516925464977) | > loss_duration: 2.1774582862854004 (2.2997552806680854) | > loss_1: 30.81285285949707 (33.17123387076638)  --> STEP: 23 | > loss_disc: 2.3686046600341797 (2.305194041003351) | > loss_disc_real_0: 0.09151692688465118 (0.09256450775200906) | > loss_disc_real_1: 0.2251826375722885 (0.21080378086670584) | > loss_disc_real_2: 0.24080395698547363 (0.22486211748226828) | > loss_disc_real_3: 0.25541952252388 (0.23935547730197076) | > loss_disc_real_4: 0.24381540715694427 (0.23659185935621677) | > loss_disc_real_5: 0.25832846760749817 (0.25611122600410297) | > loss_0: 2.3686046600341797 (2.305194041003351) | > loss_gen: 2.344853162765503 (2.4527713112209155) | > loss_kl: 2.2895727157592773 (2.5227636617162954) | > loss_feat: 6.846163272857666 (7.258193130078523) | > loss_mel: 19.431774139404297 (18.63952810867973) | > loss_duration: 2.2811851501464844 (2.2989478836888853) | > loss_1: 33.19355010986328 (33.17220414203146)  --> STEP: 24 | > loss_disc: 2.4999241828918457 (2.3133077969153715) | > loss_disc_real_0: 0.13017849624156952 (0.09413175727240741) | > loss_disc_real_1: 0.2643018960952759 (0.2130328690012296) | > loss_disc_real_2: 0.30534613132476807 (0.22821561805903912) | > loss_disc_real_3: 0.28464460372924805 (0.24124252423644066) | > loss_disc_real_4: 0.25915980339050293 (0.23753219035764536) | > loss_disc_real_5: 0.33754071593284607 (0.2595041214178006) | > loss_0: 2.4999241828918457 (2.3133077969153715) | > loss_gen: 2.5614101886749268 (2.4572979311148324) | > loss_kl: 2.9789912700653076 (2.5417731453975043) | > loss_feat: 6.317179203033447 (7.218984216451645) | > loss_mel: 17.73460578918457 (18.6018230120341) | > loss_duration: 2.4165849685668945 (2.3038494288921356) | > loss_1: 32.00877380371094 (33.123727877934776)  --> STEP: 25 | > loss_disc: 2.6455607414245605 (2.326597914695739) | > loss_disc_real_0: 0.18277373909950256 (0.09767743654549121) | > loss_disc_real_1: 0.2956967055797577 (0.21633942246437074) | > loss_disc_real_2: 0.26345452666282654 (0.2296251744031906) | > loss_disc_real_3: 0.2562389671802521 (0.2418423819541931) | > loss_disc_real_4: 0.22896376252174377 (0.2371894532442093) | > loss_disc_real_5: 0.2738390862941742 (0.26007752001285556) | > loss_0: 2.6455607414245605 (2.326597914695739) | > loss_gen: 2.2594096660614014 (2.4493824005126954) | > loss_kl: 2.4484825134277344 (2.538041520118713) | > loss_feat: 6.199535846710205 (7.178206281661987) | > loss_mel: 16.335041046142578 (18.51115173339844) | > loss_duration: 2.323338031768799 (2.304628973007202) | > loss_1: 29.565805435180664 (32.98141098022461)  --> STEP: 26 | > loss_disc: 4.01057243347168 (2.3913661654178906) | > loss_disc_real_0: 0.6545034646987915 (0.11909382224369508) | > loss_disc_real_1: 0.24588648974895477 (0.21747584812916243) | > loss_disc_real_2: 0.16375918686389923 (0.22709186719014093) | > loss_disc_real_3: 0.3119765520095825 (0.24453985003324655) | > loss_disc_real_4: 0.9567672610282898 (0.26486552277436626) | > loss_disc_real_5: 0.21182644367218018 (0.25822170938436806) | > loss_0: 4.01057243347168 (2.3913661654178906) | > loss_gen: 2.343324899673462 (2.4453032658650327) | > loss_kl: 2.1782915592193604 (2.524204983161046) | > loss_feat: 7.738925933837891 (7.199772422130291) | > loss_mel: 11.744760513305664 (18.250905917241024) | > loss_duration: 2.282963275909424 (2.30379567696498) | > loss_1: 26.288265228271484 (32.723982297457184) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024261658008282003 (-0.0002066905681903544) | > avg_loss_disc: 2.3913661654178906 (-0.0204546222319979) | > avg_loss_disc_real_0: 0.11909382224369508 (-0.01794721178997022) | > avg_loss_disc_real_1: 0.21747584812916243 (-0.02746416112551317) | > avg_loss_disc_real_2: 0.22709186719014093 (-0.03162983976877645) | > avg_loss_disc_real_3: 0.24453985003324655 (-0.006043353332923024) | > avg_loss_disc_real_4: 0.26486552277436626 (+0.01889225840568537) | > avg_loss_disc_real_5: 0.25822170938436806 (+0.013270416511939193) | > avg_loss_0: 2.3913661654178906 (-0.0204546222319979) | > avg_loss_gen: 2.4453032658650327 (-0.16795300978880645) | > avg_loss_kl: 2.524204983161046 (-0.06166614477450949) | > avg_loss_feat: 7.199772422130291 (+0.13834180281712438) | > avg_loss_mel: 18.250905917241024 (-0.1742233129648021) | > avg_loss_duration: 2.30379567696498 (+0.01329757617070193) | > avg_loss_1: 32.723982297457184 (-0.25220276759220184)  > EPOCH: 308/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:31:07)   --> TIME: 2024-06-11 04:31:11 -- STEP: 9/330 -- GLOBAL_STEP: 189650 | > loss_disc: 2.3399322032928467 (2.2688033845689564) | > loss_disc_real_0: 0.10493642091751099 (0.10283456577195062) | > loss_disc_real_1: 0.2298755794763565 (0.19448604517512852) | > loss_disc_real_2: 0.1830444037914276 (0.20238171021143594) | > loss_disc_real_3: 0.24450770020484924 (0.21320758759975433) | > loss_disc_real_4: 0.23420225083827972 (0.2187061823076672) | > loss_disc_real_5: 0.20847569406032562 (0.21258132490846846) | > loss_0: 2.3399322032928467 (2.2688033845689564) | > grad_norm_0: tensor(4.7839, device='cuda:0') (tensor(7.2337, device='cuda:0')) | > loss_gen: 2.5493998527526855 (2.514078060785929) | > loss_kl: 1.853079915046692 (1.8149707184897528) | > loss_feat: 7.097618103027344 (7.097433302137587) | > loss_mel: 18.921953201293945 (18.818762249416775) | > loss_duration: 2.1556708812713623 (2.2029440667894153) | > loss_1: 32.577720642089844 (32.44818793402778) | > grad_norm_1: tensor(89.7317, device='cuda:0') (tensor(100.3105, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3514 (0.3488048182593452) | > loader_time: 0.0028 (0.00296934445699056)  --> TIME: 2024-06-11 04:31:20 -- STEP: 34/330 -- GLOBAL_STEP: 189675 | > loss_disc: 2.358736753463745 (2.3163946376127353) | > loss_disc_real_0: 0.10210322588682175 (0.11060690134763718) | > loss_disc_real_1: 0.16467109322547913 (0.20329466856577816) | > loss_disc_real_2: 0.17730197310447693 (0.21182844524874406) | > loss_disc_real_3: 0.21931709349155426 (0.22269347134758444) | > loss_disc_real_4: 0.215676948428154 (0.22475201022975586) | > loss_disc_real_5: 0.20528407394886017 (0.2127284758231219) | > loss_0: 2.358736753463745 (2.3163946376127353) | > grad_norm_0: tensor(6.4452, device='cuda:0') (tensor(9.4214, device='cuda:0')) | > loss_gen: 2.424219846725464 (2.5196999451693367) | > loss_kl: 1.7746686935424805 (1.8260711291257072) | > loss_feat: 7.234214782714844 (7.1641885953791) | > loss_mel: 18.095897674560547 (18.53854588901295) | > loss_duration: 2.078220844268799 (2.088951440418468) | > loss_1: 31.607221603393555 (32.137456725625434) | > grad_norm_1: tensor(140.6813, device='cuda:0') (tensor(102.6222, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3599 (0.3541026746525484) | > loader_time: 0.0031 (0.0031699994031120747)  --> TIME: 2024-06-11 04:31:30 -- STEP: 59/330 -- GLOBAL_STEP: 189700 | > loss_disc: 2.3778088092803955 (2.316775422985271) | > loss_disc_real_0: 0.15366773307323456 (0.11066150728423717) | > loss_disc_real_1: 0.2091803103685379 (0.20308536796246546) | > loss_disc_real_2: 0.24074824154376984 (0.21110872899071645) | > loss_disc_real_3: 0.22916018962860107 (0.22467590338092736) | > loss_disc_real_4: 0.21085107326507568 (0.22478162812984595) | > loss_disc_real_5: 0.24338556826114655 (0.21491891600317875) | > loss_0: 2.3778088092803955 (2.316775422985271) | > grad_norm_0: tensor(22.6944, device='cuda:0') (tensor(10.1933, device='cuda:0')) | > loss_gen: 2.4326210021972656 (2.521799536074622) | > loss_kl: 1.8243882656097412 (1.8220435320320776) | > loss_feat: 6.592535018920898 (7.212205684791177) | > loss_mel: 17.372644424438477 (18.52380587690968) | > loss_duration: 2.000107526779175 (2.058954915757907) | > loss_1: 30.2222957611084 (32.13880949505305) | > grad_norm_1: tensor(167.9930, device='cuda:0') (tensor(117.2976, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3853 (0.35792206505597646) | > loader_time: 0.0036 (0.003289513668771517)  --> TIME: 2024-06-11 04:31:39 -- STEP: 84/330 -- GLOBAL_STEP: 189725 | > loss_disc: 2.4098901748657227 (2.312853716668629) | > loss_disc_real_0: 0.15072262287139893 (0.11197093306552797) | > loss_disc_real_1: 0.20613674819469452 (0.20076249770465351) | > loss_disc_real_2: 0.24555593729019165 (0.2109456653041499) | > loss_disc_real_3: 0.1871577352285385 (0.22420484714564823) | > loss_disc_real_4: 0.22847327589988708 (0.22412243556408656) | > loss_disc_real_5: 0.21707609295845032 (0.21478896942876635) | > loss_0: 2.4098901748657227 (2.312853716668629) | > grad_norm_0: tensor(6.2432, device='cuda:0') (tensor(10.9416, device='cuda:0')) | > loss_gen: 2.333801507949829 (2.5184159193720133) | > loss_kl: 2.002479076385498 (1.8288782366684504) | > loss_feat: 6.4789533615112305 (7.2433418943768455) | > loss_mel: 17.886503219604492 (18.497968219575426) | > loss_duration: 2.113117218017578 (2.0464904663108645) | > loss_1: 30.81485366821289 (32.13509464263917) | > grad_norm_1: tensor(75.0004, device='cuda:0') (tensor(121.9366, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3603 (0.35996460630780175) | > loader_time: 0.0038 (0.003426705087934221)  --> TIME: 2024-06-11 04:31:49 -- STEP: 109/330 -- GLOBAL_STEP: 189750 | > loss_disc: 2.3708577156066895 (2.3223356325691995) | > loss_disc_real_0: 0.14805713295936584 (0.1132337174147641) | > loss_disc_real_1: 0.17433249950408936 (0.19996572005639382) | > loss_disc_real_2: 0.20571668446063995 (0.21183958116474502) | > loss_disc_real_3: 0.276934415102005 (0.22606565441013476) | > loss_disc_real_4: 0.24266891181468964 (0.22532539055981768) | > loss_disc_real_5: 0.2105560302734375 (0.2156892731922482) | > loss_0: 2.3708577156066895 (2.3223356325691995) | > grad_norm_0: tensor(11.2696, device='cuda:0') (tensor(10.9396, device='cuda:0')) | > loss_gen: 2.538334369659424 (2.5130200714146316) | > loss_kl: 1.907896876335144 (1.8316727209528652) | > loss_feat: 6.6833906173706055 (7.233360010549562) | > loss_mel: 18.114086151123047 (18.504562937885247) | > loss_duration: 1.9817497730255127 (2.045057942014222) | > loss_1: 31.2254581451416 (32.127673647819286) | > grad_norm_1: tensor(134.4925, device='cuda:0') (tensor(124.9943, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3714 (0.363638923802507) | > loader_time: 0.0037 (0.003537178039550781)  --> TIME: 2024-06-11 04:31:58 -- STEP: 134/330 -- GLOBAL_STEP: 189775 | > loss_disc: 2.377788543701172 (2.3241764823002606) | > loss_disc_real_0: 0.11663354933261871 (0.11433150263419792) | > loss_disc_real_1: 0.16547274589538574 (0.19889456456276908) | > loss_disc_real_2: 0.18841975927352905 (0.2121718741619765) | > loss_disc_real_3: 0.20139916241168976 (0.2264417622293999) | > loss_disc_real_4: 0.22005954384803772 (0.22464291017446944) | > loss_disc_real_5: 0.23074860870838165 (0.21611436956854008) | > loss_0: 2.377788543701172 (2.3241764823002606) | > grad_norm_0: tensor(12.9513, device='cuda:0') (tensor(11.1788, device='cuda:0')) | > loss_gen: 2.408752918243408 (2.5062505469393366) | > loss_kl: 1.9403172731399536 (1.831047208451513) | > loss_feat: 7.392291069030762 (7.216820439295982) | > loss_mel: 18.259645462036133 (18.52272795207465) | > loss_duration: 2.0465967655181885 (2.0468712315630557) | > loss_1: 32.047603607177734 (32.12371733651231) | > grad_norm_1: tensor(268.0001, device='cuda:0') (tensor(126.3848, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3671 (0.36514685580979533) | > loader_time: 0.004 (0.003637406363416073)  --> TIME: 2024-06-11 04:32:08 -- STEP: 159/330 -- GLOBAL_STEP: 189800 | > loss_disc: 2.3428103923797607 (2.32065175614267) | > loss_disc_real_0: 0.11940446496009827 (0.11516002903007111) | > loss_disc_real_1: 0.17439283430576324 (0.1989017567544613) | > loss_disc_real_2: 0.2352144867181778 (0.21250645985018532) | > loss_disc_real_3: 0.22418227791786194 (0.22556700683989614) | > loss_disc_real_4: 0.2195459008216858 (0.22423907420920125) | > loss_disc_real_5: 0.21537834405899048 (0.2152011096477509) | > loss_0: 2.3428103923797607 (2.32065175614267) | > grad_norm_0: tensor(4.3347, device='cuda:0') (tensor(12.5651, device='cuda:0')) | > loss_gen: 2.759695291519165 (2.5168273403959445) | > loss_kl: 1.8622546195983887 (1.8439299707892556) | > loss_feat: 7.735761642456055 (7.253527644295363) | > loss_mel: 18.66519546508789 (18.528624540604877) | > loss_duration: 2.047375202178955 (2.048328638826526) | > loss_1: 33.070281982421875 (32.19123809142681) | > grad_norm_1: tensor(358.9759, device='cuda:0') (tensor(150.8548, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3906 (0.3676585131471263) | > loader_time: 0.0042 (0.0037141401062971385)  --> TIME: 2024-06-11 04:32:18 -- STEP: 184/330 -- GLOBAL_STEP: 189825 | > loss_disc: 2.4031879901885986 (2.3216409903505566) | > loss_disc_real_0: 0.12179894745349884 (0.11542330990019052) | > loss_disc_real_1: 0.208821102976799 (0.19921488395851591) | > loss_disc_real_2: 0.1940937340259552 (0.21322072086774785) | > loss_disc_real_3: 0.237782821059227 (0.22627004786677982) | > loss_disc_real_4: 0.22558870911598206 (0.22366668794142164) | > loss_disc_real_5: 0.2234671413898468 (0.21518646617946421) | > loss_0: 2.4031879901885986 (2.3216409903505566) | > grad_norm_0: tensor(50.7277, device='cuda:0') (tensor(16.1144, device='cuda:0')) | > loss_gen: 2.5156495571136475 (2.5266807480998663) | > loss_kl: 1.9074310064315796 (1.8501815439566323) | > loss_feat: 7.349383354187012 (7.280871964019278) | > loss_mel: 18.446874618530273 (18.52316352595453) | > loss_duration: 2.095043659210205 (2.053296448743862) | > loss_1: 32.31438446044922 (32.2341941439587) | > grad_norm_1: tensor(266.8228, device='cuda:0') (tensor(173.8063, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3968 (0.3703298024509264) | > loader_time: 0.0044 (0.0038187750007795244)  --> TIME: 2024-06-11 04:32:28 -- STEP: 209/330 -- GLOBAL_STEP: 189850 | > loss_disc: 2.2897655963897705 (2.3228460806978934) | > loss_disc_real_0: 0.15679320693016052 (0.11585538438632728) | > loss_disc_real_1: 0.18156172335147858 (0.2000744821922631) | > loss_disc_real_2: 0.20053580403327942 (0.2136139508212012) | > loss_disc_real_3: 0.19674262404441833 (0.22593610352306276) | > loss_disc_real_4: 0.20338472723960876 (0.22362548861492193) | > loss_disc_real_5: 0.2049189805984497 (0.2153993013658022) | > loss_0: 2.2897655963897705 (2.3228460806978934) | > grad_norm_0: tensor(30.1769, device='cuda:0') (tensor(18.0402, device='cuda:0')) | > loss_gen: 2.5015971660614014 (2.5340444288755717) | > loss_kl: 1.7298067808151245 (1.8533360136753063) | > loss_feat: 7.545655250549316 (7.3087173922780595) | > loss_mel: 17.840335845947266 (18.52142168802507) | > loss_duration: 2.1344423294067383 (2.059798436301747) | > loss_1: 31.75183868408203 (32.27731787759152) | > grad_norm_1: tensor(310.7628, device='cuda:0') (tensor(193.7262, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.3971 (0.37353485737120706) | > loader_time: 0.0051 (0.003954749358327764)  --> TIME: 2024-06-11 04:32:38 -- STEP: 234/330 -- GLOBAL_STEP: 189875 | > loss_disc: 2.415884017944336 (2.3222279803365713) | > loss_disc_real_0: 0.14549043774604797 (0.11604473292509206) | > loss_disc_real_1: 0.18424098193645477 (0.19991213637284744) | > loss_disc_real_2: 0.2237749546766281 (0.21346646044244114) | > loss_disc_real_3: 0.22555117309093475 (0.22564208768626565) | > loss_disc_real_4: 0.23437291383743286 (0.2235813549695871) | > loss_disc_real_5: 0.2250242382287979 (0.21526589543900942) | > loss_0: 2.415884017944336 (2.3222279803365713) | > grad_norm_0: tensor(35.9795, device='cuda:0') (tensor(18.7888, device='cuda:0')) | > loss_gen: 2.4464917182922363 (2.5330204841418142) | > loss_kl: 1.678353190422058 (1.8554210387743437) | > loss_feat: 7.036001205444336 (7.307790711394742) | > loss_mel: 17.41025161743164 (18.481393732576276) | > loss_duration: 2.1327805519104004 (2.06703344012937) | > loss_1: 30.70387840270996 (32.24465935046856) | > grad_norm_1: tensor(271.7640, device='cuda:0') (tensor(207.1604, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.4143 (0.3775825001235701) | > loader_time: 0.0053 (0.0041060896001310415)  --> TIME: 2024-06-11 04:32:49 -- STEP: 259/330 -- GLOBAL_STEP: 189900 | > loss_disc: 2.3378632068634033 (2.3263812451749226) | > loss_disc_real_0: 0.1276392638683319 (0.11706958735599021) | > loss_disc_real_1: 0.18232029676437378 (0.20043793337915855) | > loss_disc_real_2: 0.222463920712471 (0.21371526285488174) | > loss_disc_real_3: 0.2387051284313202 (0.225910055476266) | > loss_disc_real_4: 0.21989496052265167 (0.22402162619769342) | > loss_disc_real_5: 0.2175856977701187 (0.21577435248606916) | > loss_0: 2.3378632068634033 (2.3263812451749226) | > grad_norm_0: tensor(18.4261, device='cuda:0') (tensor(19.5061, device='cuda:0')) | > loss_gen: 2.472951650619507 (2.5301156458247123) | > loss_kl: 1.9073349237442017 (1.8581451361704058) | > loss_feat: 7.328348159790039 (7.320246635716854) | > loss_mel: 18.263132095336914 (18.43530646806517) | > loss_duration: 2.183345317840576 (2.0738028002521713) | > loss_1: 32.155113220214844 (32.2176166519695) | > grad_norm_1: tensor(290.3275, device='cuda:0') (tensor(213.8182, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.4398 (0.38214491693209496) | > loader_time: 0.0053 (0.004247274177875296)  --> TIME: 2024-06-11 04:33:00 -- STEP: 284/330 -- GLOBAL_STEP: 189925 | > loss_disc: 2.334975242614746 (2.329211753858646) | > loss_disc_real_0: 0.1027325689792633 (0.1174366284870136) | > loss_disc_real_1: 0.19180507957935333 (0.2004663233815784) | > loss_disc_real_2: 0.16948293149471283 (0.21366252708183206) | > loss_disc_real_3: 0.2565007209777832 (0.22643393776576284) | > loss_disc_real_4: 0.23648053407669067 (0.2248102567145522) | > loss_disc_real_5: 0.2615070343017578 (0.21648706222923708) | > loss_0: 2.334975242614746 (2.329211753858646) | > grad_norm_0: tensor(46.5165, device='cuda:0') (tensor(20.2607, device='cuda:0')) | > loss_gen: 2.5015225410461426 (2.5251680419478615) | > loss_kl: 1.8910629749298096 (1.860671106358649) | > loss_feat: 7.268383502960205 (7.3205887498989926) | > loss_mel: 18.978391647338867 (18.381596706282913) | > loss_duration: 2.1790225505828857 (2.0825251890739933) | > loss_1: 32.818382263183594 (32.17054976879709) | > grad_norm_1: tensor(404.3877, device='cuda:0') (tensor(225.2747, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.4446 (0.38730592207169867) | > loader_time: 0.0062 (0.004389495077267496)  --> TIME: 2024-06-11 04:33:13 -- STEP: 309/330 -- GLOBAL_STEP: 189950 | > loss_disc: 2.2054378986358643 (2.3298298155219794) | > loss_disc_real_0: 0.08988918364048004 (0.11790126269158807) | > loss_disc_real_1: 0.20609340071678162 (0.20042024046471968) | > loss_disc_real_2: 0.2105187475681305 (0.2139402421546985) | > loss_disc_real_3: 0.2244977056980133 (0.22618429063786194) | > loss_disc_real_4: 0.2520289123058319 (0.22428673201972998) | > loss_disc_real_5: 0.19368310272693634 (0.21635605684183176) | > loss_0: 2.2054378986358643 (2.3298298155219794) | > grad_norm_0: tensor(8.3017, device='cuda:0') (tensor(21.6720, device='cuda:0')) | > loss_gen: 2.7976863384246826 (2.5294871924378732) | > loss_kl: 1.7739218473434448 (1.8626321596620923) | > loss_feat: 6.975032329559326 (7.349732335717163) | > loss_mel: 17.080623626708984 (18.32671925319436) | > loss_duration: 2.2621195316314697 (2.0935734934791412) | > loss_1: 30.88938331604004 (32.162144410957374) | > grad_norm_1: tensor(580.7507, device='cuda:0') (tensor(241.5711, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.5206 (0.39439423493197034) | > loader_time: 0.0072 (0.004581194479488629)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.393822431564331 (2.393822431564331) | > loss_disc_real_0: 0.08154983818531036 (0.08154983818531036) | > loss_disc_real_1: 0.20477432012557983 (0.20477432012557983) | > loss_disc_real_2: 0.19595566391944885 (0.19595566391944885) | > loss_disc_real_3: 0.23862294852733612 (0.23862294852733612) | > loss_disc_real_4: 0.2454620748758316 (0.2454620748758316) | > loss_disc_real_5: 0.18635089695453644 (0.18635089695453644) | > loss_0: 2.393822431564331 (2.393822431564331) | > loss_gen: 2.2340102195739746 (2.2340102195739746) | > loss_kl: 1.939204454421997 (1.939204454421997) | > loss_feat: 7.328298568725586 (7.328298568725586) | > loss_mel: 18.11858558654785 (18.11858558654785) | > loss_duration: 2.798246145248413 (2.798246145248413) | > loss_1: 32.4183464050293 (32.4183464050293)  --> STEP: 1 | > loss_disc: 2.0061137676239014 (2.0061137676239014) | > loss_disc_real_0: 0.07788349688053131 (0.07788349688053131) | > loss_disc_real_1: 0.15043102204799652 (0.15043102204799652) | > loss_disc_real_2: 0.11181992292404175 (0.11181992292404175) | > loss_disc_real_3: 0.22977666556835175 (0.22977666556835175) | > loss_disc_real_4: 0.22090618312358856 (0.22090618312358856) | > loss_disc_real_5: 0.18782472610473633 (0.18782472610473633) | > loss_0: 2.0061137676239014 (2.0061137676239014) | > loss_gen: 2.5905981063842773 (2.5905981063842773) | > loss_kl: 2.989010810852051 (2.989010810852051) | > loss_feat: 9.257393836975098 (9.257393836975098) | > loss_mel: 19.341955184936523 (19.341955184936523) | > loss_duration: 2.401980400085449 (2.401980400085449) | > loss_1: 36.58094024658203 (36.58094024658203)  --> STEP: 2 | > loss_disc: 2.373180389404297 (2.189647078514099) | > loss_disc_real_0: 0.07338082790374756 (0.07563216239213943) | > loss_disc_real_1: 0.18149235844612122 (0.16596169024705887) | > loss_disc_real_2: 0.1918366402387619 (0.15182828158140182) | > loss_disc_real_3: 0.30157992243766785 (0.2656782940030098) | > loss_disc_real_4: 0.2798190414905548 (0.2503626123070717) | > loss_disc_real_5: 0.22568514943122864 (0.20675493776798248) | > loss_0: 2.373180389404297 (2.189647078514099) | > loss_gen: 2.2296555042266846 (2.410126805305481) | > loss_kl: 2.3930869102478027 (2.6910488605499268) | > loss_feat: 5.409678936004639 (7.333536386489868) | > loss_mel: 18.643434524536133 (18.992694854736328) | > loss_duration: 2.43325138092041 (2.4176158905029297) | > loss_1: 31.109107971191406 (33.84502410888672)  --> STEP: 3 | > loss_disc: 2.2929575443267822 (2.22408390045166) | > loss_disc_real_0: 0.08039955794811249 (0.07722129424413045) | > loss_disc_real_1: 0.12297981232404709 (0.15163439760605493) | > loss_disc_real_2: 0.21113194525241852 (0.17159616947174072) | > loss_disc_real_3: 0.30357035994529724 (0.27830898265043896) | > loss_disc_real_4: 0.25028175115585327 (0.2503356585899989) | > loss_disc_real_5: 0.30595147609710693 (0.2398204505443573) | > loss_0: 2.2929575443267822 (2.22408390045166) | > loss_gen: 2.7179250717163086 (2.5127262274424234) | > loss_kl: 2.1790058612823486 (2.5203678607940674) | > loss_feat: 8.917802810668945 (7.8616251945495605) | > loss_mel: 17.558908462524414 (18.514766057332356) | > loss_duration: 2.252329111099243 (2.3625202973683677) | > loss_1: 33.625972747802734 (33.77200698852539)  --> STEP: 4 | > loss_disc: 2.424649715423584 (2.274225354194641) | > loss_disc_real_0: 0.08866024017333984 (0.0800810307264328) | > loss_disc_real_1: 0.13321033120155334 (0.14702838100492954) | > loss_disc_real_2: 0.23628953099250793 (0.18776950985193253) | > loss_disc_real_3: 0.24703727662563324 (0.2704910561442375) | > loss_disc_real_4: 0.24811027944087982 (0.24977931380271912) | > loss_disc_real_5: 0.25999829173088074 (0.24486491084098816) | > loss_0: 2.424649715423584 (2.274225354194641) | > loss_gen: 2.30220627784729 (2.46009624004364) | > loss_kl: 3.6998836994171143 (2.815246820449829) | > loss_feat: 7.868895530700684 (7.863442778587341) | > loss_mel: 18.37747573852539 (18.480443477630615) | > loss_duration: 2.3007423877716064 (2.3470758199691772) | > loss_1: 34.5492057800293 (33.96630668640137)  --> STEP: 5 | > loss_disc: 1.9475512504577637 (2.2088905334472657) | > loss_disc_real_0: 0.046359628438949585 (0.07333675026893616) | > loss_disc_real_1: 0.1942828893661499 (0.15647928267717362) | > loss_disc_real_2: 0.17515692114830017 (0.18524699211120604) | > loss_disc_real_3: 0.22918644547462463 (0.2622301340103149) | > loss_disc_real_4: 0.11898156255483627 (0.22361976355314256) | > loss_disc_real_5: 0.10850204527378082 (0.2175923377275467) | > loss_0: 1.9475512504577637 (2.2088905334472657) | > loss_gen: 2.4629323482513428 (2.4606634616851806) | > loss_kl: 2.275815963745117 (2.7073606491088866) | > loss_feat: 7.971512794494629 (7.885056781768799) | > loss_mel: 21.859912872314453 (19.156337356567384) | > loss_duration: 2.346892833709717 (2.347039222717285) | > loss_1: 36.91706848144531 (34.55645904541016)  --> STEP: 6 | > loss_disc: 2.1935739517211914 (2.2063377698262534) | > loss_disc_real_0: 0.08863203227519989 (0.07588596393664677) | > loss_disc_real_1: 0.19103291630744934 (0.1622382216155529) | > loss_disc_real_2: 0.16620361804962158 (0.1820730964342753) | > loss_disc_real_3: 0.22492291033267975 (0.25601226339737576) | > loss_disc_real_4: 0.24427807331085205 (0.22706281517942747) | > loss_disc_real_5: 0.1963208019733429 (0.21404708176851273) | > loss_0: 2.1935739517211914 (2.2063377698262534) | > loss_gen: 2.4147870540618896 (2.4530173937479653) | > loss_kl: 2.112089157104492 (2.608148733774821) | > loss_feat: 6.7878947257995605 (7.702196439107259) | > loss_mel: 19.245107650756836 (19.171132405598957) | > loss_duration: 2.122692823410034 (2.3096481561660767) | > loss_1: 32.68257141113281 (34.244144439697266)  --> STEP: 7 | > loss_disc: 2.304170846939087 (2.220313923699515) | > loss_disc_real_0: 0.1318036913871765 (0.08387421071529388) | > loss_disc_real_1: 0.16082367300987244 (0.16203614324331284) | > loss_disc_real_2: 0.2632623612880707 (0.19367156284196035) | > loss_disc_real_3: 0.29885074496269226 (0.26213204647813526) | > loss_disc_real_4: 0.24946820735931396 (0.23026358549083983) | > loss_disc_real_5: 0.19916296005249023 (0.2119207786662238) | > loss_0: 2.304170846939087 (2.220313923699515) | > loss_gen: 2.5119032859802246 (2.4614296640668596) | > loss_kl: 3.602034568786621 (2.7501324244907925) | > loss_feat: 5.72093391418457 (7.419158935546875) | > loss_mel: 19.012815475463867 (19.148515701293945) | > loss_duration: 2.512744903564453 (2.3386619772229875) | > loss_1: 33.360435485839844 (34.11790030343192)  --> STEP: 8 | > loss_disc: 2.5418694019317627 (2.260508358478546) | > loss_disc_real_0: 0.06870678067207336 (0.08197828195989132) | > loss_disc_real_1: 0.16904771327972412 (0.16291258949786425) | > loss_disc_real_2: 0.19003893435001373 (0.19321748428046703) | > loss_disc_real_3: 0.259237140417099 (0.2617701832205057) | > loss_disc_real_4: 0.25159311294555664 (0.23292977642267942) | > loss_disc_real_5: 0.24952374398708344 (0.21662114933133125) | > loss_0: 2.5418694019317627 (2.260508358478546) | > loss_gen: 2.0028979778289795 (2.4041132032871246) | > loss_kl: 2.5365710258483887 (2.723437249660492) | > loss_feat: 7.198871612548828 (7.391623020172119) | > loss_mel: 20.939769744873047 (19.372422456741333) | > loss_duration: 2.183199405670166 (2.319229155778885) | > loss_1: 34.86131286621094 (34.2108268737793)  --> STEP: 9 | > loss_disc: 2.7326526641845703 (2.3129688368903265) | > loss_disc_real_0: 0.286712646484375 (0.10472654468483394) | > loss_disc_real_1: 0.17590591311454773 (0.1643562921219402) | > loss_disc_real_2: 0.2163752019405365 (0.19579056402047476) | > loss_disc_real_3: 0.3148038983345032 (0.2676628182331721) | > loss_disc_real_4: 0.32733017206192017 (0.24341870927148396) | > loss_disc_real_5: 0.285387247800827 (0.224261826939053) | > loss_0: 2.7326526641845703 (2.3129688368903265) | > loss_gen: 2.4057464599609375 (2.4042946762508817) | > loss_kl: 2.740265130996704 (2.7253070142534046) | > loss_feat: 7.049022197723389 (7.35355626212226) | > loss_mel: 19.55705451965332 (19.39293713039822) | > loss_duration: 2.1241073608398438 (2.2975489563412137) | > loss_1: 33.876197814941406 (34.17364586724175)  --> STEP: 10 | > loss_disc: 2.1577274799346924 (2.297444701194763) | > loss_disc_real_0: 0.09680955857038498 (0.10393484607338906) | > loss_disc_real_1: 0.13528963923454285 (0.16144962683320047) | > loss_disc_real_2: 0.1401275396347046 (0.19022426158189773) | > loss_disc_real_3: 0.24800589680671692 (0.2656971260905266) | > loss_disc_real_4: 0.23393867909908295 (0.24247070625424386) | > loss_disc_real_5: 0.25750213861465454 (0.22758585810661316) | > loss_0: 2.1577274799346924 (2.297444701194763) | > loss_gen: 2.4003331661224365 (2.403898525238037) | > loss_kl: 2.1674959659576416 (2.669525909423828) | > loss_feat: 7.982601165771484 (7.416460752487183) | > loss_mel: 19.690603256225586 (19.422703742980957) | > loss_duration: 2.2975268363952637 (2.2975467443466187) | > loss_1: 34.53855895996094 (34.21013717651367)  --> STEP: 11 | > loss_disc: 2.3482580184936523 (2.3020640936764805) | > loss_disc_real_0: 0.13157838582992554 (0.1064478951421651) | > loss_disc_real_1: 0.12629348039627075 (0.1582536135207523) | > loss_disc_real_2: 0.15691593289375305 (0.18719623170115732) | > loss_disc_real_3: 0.2849276065826416 (0.26744535158980975) | > loss_disc_real_4: 0.28873586654663086 (0.2466766299171881) | > loss_disc_real_5: 0.20420484244823456 (0.22546031122857874) | > loss_0: 2.3482580184936523 (2.3020640936764805) | > loss_gen: 2.247271776199341 (2.389659729870883) | > loss_kl: 2.5947375297546387 (2.662726965817538) | > loss_feat: 5.8921637535095215 (7.277888298034668) | > loss_mel: 17.82145118713379 (19.27713532881303) | > loss_duration: 2.437424421310425 (2.3102628967978736) | > loss_1: 30.99304962158203 (33.91767467151988)  --> STEP: 12 | > loss_disc: 2.411374568939209 (2.3111732999483743) | > loss_disc_real_0: 0.1274673342704773 (0.10819951506952445) | > loss_disc_real_1: 0.17961637675762177 (0.16003384379049143) | > loss_disc_real_2: 0.31301358342170715 (0.19768101101120314) | > loss_disc_real_3: 0.2279280722141266 (0.2641522449751695) | > loss_disc_real_4: 0.22416815161705017 (0.24480092339217663) | > loss_disc_real_5: 0.20222468674182892 (0.22352400918801626) | > loss_0: 2.411374568939209 (2.3111732999483743) | > loss_gen: 2.3948450088500977 (2.390091836452484) | > loss_kl: 2.3867557048797607 (2.63972936073939) | > loss_feat: 6.589022636413574 (7.22048282623291) | > loss_mel: 18.889617919921875 (19.244842211405437) | > loss_duration: 2.2336831092834473 (2.303881247838338) | > loss_1: 32.493927001953125 (33.79902903238932)  --> STEP: 13 | > loss_disc: 2.6463522911071777 (2.3369562992682824) | > loss_disc_real_0: 0.08843459188938141 (0.1066791363633596) | > loss_disc_real_1: 0.1910250186920166 (0.16241778032137796) | > loss_disc_real_2: 0.2448880523443222 (0.2013123218829815) | > loss_disc_real_3: 0.2840192914009094 (0.265680479315611) | > loss_disc_real_4: 0.28782710433006287 (0.24811062961816788) | > loss_disc_real_5: 0.24348753690719604 (0.2250596651664147) | > loss_0: 2.6463522911071777 (2.3369562992682824) | > loss_gen: 2.1000750064849854 (2.367782849531907) | > loss_kl: 2.712843894958496 (2.6453535556793213) | > loss_feat: 5.257863998413086 (7.0695121471698465) | > loss_mel: 15.47907829284668 (18.955168063823994) | > loss_duration: 2.1890060901641846 (2.2950446972480183) | > loss_1: 27.738868713378906 (33.332862854003906)  --> STEP: 14 | > loss_disc: 2.3227438926696777 (2.335941127368382) | > loss_disc_real_0: 0.10903395712375641 (0.10684733784624509) | > loss_disc_real_1: 0.18891708552837372 (0.1643105878361634) | > loss_disc_real_2: 0.2310291826725006 (0.2034349547965186) | > loss_disc_real_3: 0.2345360964536667 (0.2634558805397578) | > loss_disc_real_4: 0.21474334597587585 (0.24572725221514702) | > loss_disc_real_5: 0.23911023139953613 (0.2260632770402091) | > loss_0: 2.3227438926696777 (2.335941127368382) | > loss_gen: 2.3548521995544434 (2.3668592316763744) | > loss_kl: 3.0369467735290527 (2.673324499811445) | > loss_feat: 6.0471601486206055 (6.99648700441633) | > loss_mel: 19.096580505371094 (18.96526895250593) | > loss_duration: 2.248654365539551 (2.291731102125985) | > loss_1: 32.78419494628906 (33.293672289167134)  --> STEP: 15 | > loss_disc: 2.3979132175445557 (2.3400726000467937) | > loss_disc_real_0: 0.16768965125083923 (0.11090349207321802) | > loss_disc_real_1: 0.1514553278684616 (0.16345357050498327) | > loss_disc_real_2: 0.1557522863149643 (0.20025611023108164) | > loss_disc_real_3: 0.2665271461009979 (0.26366063157717384) | > loss_disc_real_4: 0.21031759679317474 (0.24336660852034886) | > loss_disc_real_5: 0.21203772723674774 (0.225128240386645) | > loss_0: 2.3979132175445557 (2.3400726000467937) | > loss_gen: 2.2365071773529053 (2.358169094721476) | > loss_kl: 3.3280282020568848 (2.7169714132944742) | > loss_feat: 8.921449661254883 (7.124817848205566) | > loss_mel: 20.664674758911133 (19.078562672932943) | > loss_duration: 2.336003303527832 (2.2946825822194414) | > loss_1: 37.486663818359375 (33.57320505777995)  --> STEP: 16 | > loss_disc: 2.8044686317443848 (2.369097352027893) | > loss_disc_real_0: 0.08363933116197586 (0.10919948201626539) | > loss_disc_real_1: 0.23904842138290405 (0.16817824868485332) | > loss_disc_real_2: 0.24267545342445374 (0.2029073191806674) | > loss_disc_real_3: 0.19040550291538239 (0.2590821860358119) | > loss_disc_real_4: 0.2139410525560379 (0.24152751127257943) | > loss_disc_real_5: 0.2854759693145752 (0.22889997344464064) | > loss_0: 2.8044686317443848 (2.369097352027893) | > loss_gen: 1.8892533779144287 (2.3288618624210358) | > loss_kl: 2.1661055088043213 (2.6825422942638397) | > loss_feat: 5.857314109802246 (7.045598864555359) | > loss_mel: 16.403295516967773 (18.91135847568512) | > loss_duration: 2.3379459381103516 (2.297386541962623) | > loss_1: 28.653915405273438 (33.26574945449829)  --> STEP: 17 | > loss_disc: 2.2630436420440674 (2.3628588984994328) | > loss_disc_real_0: 0.06781625747680664 (0.10676517469041488) | > loss_disc_real_1: 0.15893200039863586 (0.16763435172684052) | > loss_disc_real_2: 0.2569403350353241 (0.20608573187800014) | > loss_disc_real_3: 0.2582446336746216 (0.2590329182498595) | > loss_disc_real_4: 0.21874360740184784 (0.24018728163312464) | > loss_disc_real_5: 0.19319231808185577 (0.2267995231291827) | > loss_0: 2.2630436420440674 (2.3628588984994328) | > loss_gen: 2.364379644393921 (2.3309511437135586) | > loss_kl: 2.434091091156006 (2.667927517610438) | > loss_feat: 8.750991821289062 (7.145916097304401) | > loss_mel: 19.60153579711914 (18.951957141651828) | > loss_duration: 2.38558292388916 (2.30257456442889) | > loss_1: 35.53657913208008 (33.39932767082663)  --> STEP: 18 | > loss_disc: 2.2981181144714355 (2.3592621882756553) | > loss_disc_real_0: 0.05779431015253067 (0.10404457110497686) | > loss_disc_real_1: 0.1626095324754715 (0.16735519510176447) | > loss_disc_real_2: 0.22047384083271027 (0.20688507126437294) | > loss_disc_real_3: 0.2870650887489319 (0.26059026105536354) | > loss_disc_real_4: 0.22975952923297882 (0.23960796205533874) | > loss_disc_real_5: 0.218846395611763 (0.22635768271154827) | > loss_0: 2.2981181144714355 (2.3592621882756553) | > loss_gen: 2.2043213844299316 (2.3239161570866904) | > loss_kl: 2.5566749572753906 (2.6617468198140464) | > loss_feat: 7.525055408477783 (7.166979392369588) | > loss_mel: 19.023677825927734 (18.9559416241116) | > loss_duration: 2.30526065826416 (2.302723791864183) | > loss_1: 33.614990234375 (33.411308924357094)  --> STEP: 19 | > loss_disc: 2.3254709243774414 (2.357483700702065) | > loss_disc_real_0: 0.15227046608924866 (0.10658277610414907) | > loss_disc_real_1: 0.1683466136455536 (0.1674073750251218) | > loss_disc_real_2: 0.18508033454418182 (0.20573745354225761) | > loss_disc_real_3: 0.25529712438583374 (0.26031167491486196) | > loss_disc_real_4: 0.20072899758815765 (0.2375617007675924) | > loss_disc_real_5: 0.2673679292201996 (0.2285161167383194) | > loss_0: 2.3254709243774414 (2.357483700702065) | > loss_gen: 2.3519020080566406 (2.3253890966114246) | > loss_kl: 1.9949523210525513 (2.6266523725108097) | > loss_feat: 7.348449230194092 (7.176530436465614) | > loss_mel: 17.48404312133789 (18.87847328186035) | > loss_duration: 2.3629283905029297 (2.3058924549504325) | > loss_1: 31.54227638244629 (33.31293879057232)  --> STEP: 20 | > loss_disc: 2.433933734893799 (2.361306202411652) | > loss_disc_real_0: 0.11323060095310211 (0.10691516734659672) | > loss_disc_real_1: 0.14368204772472382 (0.1662211086601019) | > loss_disc_real_2: 0.2516796886920929 (0.20803456529974937) | > loss_disc_real_3: 0.2919386029243469 (0.2618930213153362) | > loss_disc_real_4: 0.26841282844543457 (0.23910425715148448) | > loss_disc_real_5: 0.24188514053821564 (0.2291845679283142) | > loss_0: 2.433933734893799 (2.361306202411652) | > loss_gen: 2.2728874683380127 (2.322764015197754) | > loss_kl: 2.1693737506866455 (2.6037884414196015) | > loss_feat: 4.632776737213135 (7.049342751502991) | > loss_mel: 19.841144561767578 (18.926606845855712) | > loss_duration: 2.2949185371398926 (2.3053437590599057) | > loss_1: 31.211101531982422 (33.20784692764282)  --> STEP: 21 | > loss_disc: 2.4331510066986084 (2.3647273835681735) | > loss_disc_real_0: 0.1540220081806183 (0.10915835024345488) | > loss_disc_real_1: 0.19221612811088562 (0.16745896672918684) | > loss_disc_real_2: 0.18671788275241852 (0.2070194851784479) | > loss_disc_real_3: 0.17690910398960114 (0.25784616810934885) | > loss_disc_real_4: 0.19371919333934784 (0.23694306363662085) | > loss_disc_real_5: 0.13552452623844147 (0.22472456594308218) | > loss_0: 2.4331510066986084 (2.3647273835681735) | > loss_gen: 2.1157970428466797 (2.312908445085798) | > loss_kl: 2.994335651397705 (2.622385927609035) | > loss_feat: 7.161497116088867 (7.054683435530889) | > loss_mel: 16.53449058532715 (18.812696547735307) | > loss_duration: 2.1907544136047363 (2.2998871235620406) | > loss_1: 30.99687385559082 (33.10256249564035)  --> STEP: 22 | > loss_disc: 2.4110846519470215 (2.366834532130848) | > loss_disc_real_0: 0.1315414309501648 (0.1101757630028508) | > loss_disc_real_1: 0.16750545799732208 (0.16746107996864754) | > loss_disc_real_2: 0.13394388556480408 (0.20369786701419137) | > loss_disc_real_3: 0.21534164249897003 (0.255914144217968) | > loss_disc_real_4: 0.25529468059539795 (0.23777722804383797) | > loss_disc_real_5: 0.20219630002975464 (0.22370055385611273) | > loss_0: 2.4110846519470215 (2.366834532130848) | > loss_gen: 2.015995979309082 (2.2994124239141294) | > loss_kl: 1.786879062652588 (2.5844083428382874) | > loss_feat: 7.292422294616699 (7.0654897473075176) | > loss_mel: 20.746145248413086 (18.900580579584297) | > loss_duration: 2.130676031112671 (2.2921957102688877) | > loss_1: 33.97211837768555 (33.14208776300604)  --> STEP: 23 | > loss_disc: 2.7264699935913086 (2.382470856542173) | > loss_disc_real_0: 0.1698930859565735 (0.11277216834866483) | > loss_disc_real_1: 0.24899353086948395 (0.17100596913824911) | > loss_disc_real_2: 0.2804463505744934 (0.20703475760376971) | > loss_disc_real_3: 0.27159231901168823 (0.256595803991608) | > loss_disc_real_4: 0.2763672173023224 (0.2394550536637721) | > loss_disc_real_5: 0.2756028175354004 (0.22595717401608176) | > loss_0: 2.7264699935913086 (2.382470856542173) | > loss_gen: 2.1226513385772705 (2.291727159334266) | > loss_kl: 2.2874209880828857 (2.57149584915327) | > loss_feat: 4.75456428527832 (6.965014727219291) | > loss_mel: 18.272478103637695 (18.873271776282273) | > loss_duration: 2.283416748046875 (2.291814016259235) | > loss_1: 29.72053337097168 (32.99332452856976)  --> STEP: 24 | > loss_disc: 2.2224576473236084 (2.3758036394913993) | > loss_disc_real_0: 0.11095456779003143 (0.1126964349920551) | > loss_disc_real_1: 0.2296592891216278 (0.1734498574708899) | > loss_disc_real_2: 0.1851850152015686 (0.20612435167034468) | > loss_disc_real_3: 0.18804597854614258 (0.2537395612647136) | > loss_disc_real_4: 0.18891416490077972 (0.2373491832986474) | > loss_disc_real_5: 0.1432335376739502 (0.22251035583515963) | > loss_0: 2.2224576473236084 (2.3758036394913993) | > loss_gen: 2.306530475616455 (2.292343964179357) | > loss_kl: 2.397087812423706 (2.5642288476228714) | > loss_feat: 6.368997573852539 (6.940180679162343) | > loss_mel: 17.1529541015625 (18.80159187316895) | > loss_duration: 2.399399757385254 (2.296296755472819) | > loss_1: 30.624969482421875 (32.8946430683136)  --> STEP: 25 | > loss_disc: 2.710782766342163 (2.38920280456543) | > loss_disc_real_0: 0.08216571807861328 (0.11147520631551742) | > loss_disc_real_1: 0.19816197454929352 (0.17443834215402604) | > loss_disc_real_2: 0.26377543807029724 (0.20843039512634276) | > loss_disc_real_3: 0.28977012634277344 (0.255180783867836) | > loss_disc_real_4: 0.2710271179676056 (0.23869630068540573) | > loss_disc_real_5: 0.23665447533130646 (0.22307612061500548) | > loss_0: 2.710782766342163 (2.38920280456543) | > loss_gen: 1.9724972248077393 (2.279550094604492) | > loss_kl: 2.7844362258911133 (2.573037142753601) | > loss_feat: 6.041467666625977 (6.904232158660888) | > loss_mel: 13.506267547607422 (18.589778900146488) | > loss_duration: 2.3447670936584473 (2.2982355690002443) | > loss_1: 26.649436950683594 (32.6448348236084)  --> STEP: 26 | > loss_disc: 2.443162202835083 (2.3912781660373397) | > loss_disc_real_0: 0.21295687556266785 (0.11537834744040783) | > loss_disc_real_1: 0.169637069106102 (0.17425367780602896) | > loss_disc_real_2: 0.18096482753753662 (0.2073740271421579) | > loss_disc_real_3: 0.15403248369693756 (0.25129046463049376) | > loss_disc_real_4: 0.17464521527290344 (0.2362327974003095) | > loss_disc_real_5: 0.1868744194507599 (0.22168374749330375) | > loss_0: 2.443162202835083 (2.3912781660373397) | > loss_gen: 2.320913791656494 (2.281141006029569) | > loss_kl: 2.1321496963500977 (2.556079933276543) | > loss_feat: 9.626402854919434 (7.008931031593909) | > loss_mel: 19.241287231445312 (18.61483691288875) | > loss_duration: 2.287811040878296 (2.2978346256109385) | > loss_1: 35.60856628417969 (32.75882449516883) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025062010838435246 (+8.003528301532429e-05) | > avg_loss_disc: 2.3912781660373397 (-8.799938055092937e-05) | > avg_loss_disc_real_0: 0.11537834744040783 (-0.0037154748032872525) | > avg_loss_disc_real_1: 0.17425367780602896 (-0.04322217032313347) | > avg_loss_disc_real_2: 0.2073740271421579 (-0.01971784004798302) | > avg_loss_disc_real_3: 0.25129046463049376 (+0.006750614597247212) | > avg_loss_disc_real_4: 0.2362327974003095 (-0.028632725374056756) | > avg_loss_disc_real_5: 0.22168374749330375 (-0.03653796189106431) | > avg_loss_0: 2.3912781660373397 (-8.799938055092937e-05) | > avg_loss_gen: 2.281141006029569 (-0.1641622598354635) | > avg_loss_kl: 2.556079933276543 (+0.031874950115497125) | > avg_loss_feat: 7.008931031593909 (-0.19084139053638172) | > avg_loss_mel: 18.61483691288875 (+0.3639309956477277) | > avg_loss_duration: 2.2978346256109385 (-0.005961051354041569) | > avg_loss_1: 32.75882449516883 (+0.034842197711647316)  > EPOCH: 309/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:33:46)   --> TIME: 2024-06-11 04:33:49 -- STEP: 4/330 -- GLOBAL_STEP: 189975 | > loss_disc: 2.3309097290039062 (2.347079575061798) | > loss_disc_real_0: 0.10798095166683197 (0.09991213493049145) | > loss_disc_real_1: 0.1624201238155365 (0.22082648053765297) | > loss_disc_real_2: 0.23721201717853546 (0.21910731121897697) | > loss_disc_real_3: 0.17590713500976562 (0.1949322409927845) | > loss_disc_real_4: 0.18486358225345612 (0.2047973833978176) | > loss_disc_real_5: 0.20530378818511963 (0.20117199420928955) | > loss_0: 2.3309097290039062 (2.347079575061798) | > grad_norm_0: tensor(5.1009, device='cuda:0') (tensor(11.2808, device='cuda:0')) | > loss_gen: 2.3691086769104004 (2.3665891885757446) | > loss_kl: 1.5856165885925293 (1.7299542129039764) | > loss_feat: 6.911547660827637 (6.8943785429000854) | > loss_mel: 18.445011138916016 (18.93075132369995) | > loss_duration: 2.244781970977783 (2.255134344100952) | > loss_1: 31.55606460571289 (32.17680644989014) | > grad_norm_1: tensor(83.2226, device='cuda:0') (tensor(167.9227, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3541 (0.3511907458305359) | > loader_time: 0.0027 (0.002868831157684326)  --> TIME: 2024-06-11 04:33:58 -- STEP: 29/330 -- GLOBAL_STEP: 190000 | > loss_disc: 2.282363176345825 (2.315534155944298) | > loss_disc_real_0: 0.1207001656293869 (0.10325777967428339) | > loss_disc_real_1: 0.19952350854873657 (0.20362414419651031) | > loss_disc_real_2: 0.19983330368995667 (0.21414929422838935) | > loss_disc_real_3: 0.22313204407691956 (0.22561957096231394) | > loss_disc_real_4: 0.24102997779846191 (0.22172501786001797) | > loss_disc_real_5: 0.2073056995868683 (0.21246151163660246) | > loss_0: 2.282363176345825 (2.315534155944298) | > grad_norm_0: tensor(4.8813, device='cuda:0') (tensor(11.2334, device='cuda:0')) | > loss_gen: 2.5676937103271484 (2.526203533698773) | > loss_kl: 1.600014090538025 (1.7169739501229648) | > loss_feat: 7.666140556335449 (7.196624607875429) | > loss_mel: 18.515024185180664 (18.724338597264783) | > loss_duration: 2.061251163482666 (2.0964768179531754) | > loss_1: 32.41012191772461 (32.26061689442602) | > grad_norm_1: tensor(65.5946, device='cuda:0') (tensor(107.6934, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3682 (0.3569280690160291) | > loader_time: 0.0031 (0.003062034475392309) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_190000.pth  --> TIME: 2024-06-11 04:34:12 -- STEP: 54/330 -- GLOBAL_STEP: 190025 | > loss_disc: 2.290019989013672 (2.3145451854776447) | > loss_disc_real_0: 0.08922918885946274 (0.10746835793058078) | > loss_disc_real_1: 0.1891305148601532 (0.2007027858937228) | > loss_disc_real_2: 0.2566065192222595 (0.21443883743551043) | > loss_disc_real_3: 0.23552341759204865 (0.22642245005678246) | > loss_disc_real_4: 0.22153480350971222 (0.22208915181733943) | > loss_disc_real_5: 0.1948128044605255 (0.21273717091039376) | > loss_0: 2.290019989013672 (2.3145451854776447) | > grad_norm_0: tensor(9.0244, device='cuda:0') (tensor(9.7406, device='cuda:0')) | > loss_gen: 2.5993361473083496 (2.530900284096048) | > loss_kl: 1.7317489385604858 (1.7571946095537256) | > loss_feat: 7.45856237411499 (7.20049081908332) | > loss_mel: 18.86896324157715 (18.625832487035673) | > loss_duration: 2.0173840522766113 (2.0622866374474995) | > loss_1: 32.675994873046875 (32.17670451270209) | > grad_norm_1: tensor(82.6761, device='cuda:0') (tensor(100.5484, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3497 (0.3575656016667684) | > loader_time: 0.0034 (0.0031723534619366683)  --> TIME: 2024-06-11 04:34:21 -- STEP: 79/330 -- GLOBAL_STEP: 190050 | > loss_disc: 2.3134267330169678 (2.31994146334974) | > loss_disc_real_0: 0.1002715528011322 (0.10915935727991635) | > loss_disc_real_1: 0.1886782944202423 (0.20117154698583142) | > loss_disc_real_2: 0.22449034452438354 (0.2146858131583733) | > loss_disc_real_3: 0.2427343875169754 (0.22657203976112075) | > loss_disc_real_4: 0.22920823097229004 (0.2219577199673351) | > loss_disc_real_5: 0.2030310183763504 (0.2140681190958506) | > loss_0: 2.3134267330169678 (2.31994146334974) | > grad_norm_0: tensor(18.4064, device='cuda:0') (tensor(10.0345, device='cuda:0')) | > loss_gen: 2.6196095943450928 (2.522389915925039) | > loss_kl: 1.9267514944076538 (1.7900428636164605) | > loss_feat: 6.743546009063721 (7.225364268580569) | > loss_mel: 17.62955093383789 (18.5570952499969) | > loss_duration: 1.9906671047210693 (2.0487937218026273) | > loss_1: 30.910125732421875 (32.1436859082572) | > grad_norm_1: tensor(240.6809, device='cuda:0') (tensor(103.7819, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3833 (0.36194444004493426) | > loader_time: 0.004 (0.0033066242556028737)  --> TIME: 2024-06-11 04:34:31 -- STEP: 104/330 -- GLOBAL_STEP: 190075 | > loss_disc: 2.2990686893463135 (2.320334565180999) | > loss_disc_real_0: 0.09940871596336365 (0.11013087558631714) | > loss_disc_real_1: 0.18814581632614136 (0.201443627763253) | > loss_disc_real_2: 0.20819133520126343 (0.21410433217309988) | > loss_disc_real_3: 0.24267016351222992 (0.22615430504083633) | > loss_disc_real_4: 0.23510457575321198 (0.22346531356183383) | > loss_disc_real_5: 0.2191871851682663 (0.21365017343599063) | > loss_0: 2.2990686893463135 (2.320334565180999) | > grad_norm_0: tensor(8.6647, device='cuda:0') (tensor(11.1713, device='cuda:0')) | > loss_gen: 2.581146240234375 (2.525973093051178) | > loss_kl: 1.908488154411316 (1.8069400764428651) | > loss_feat: 7.218628883361816 (7.22712165575761) | > loss_mel: 18.411760330200195 (18.55710629316476) | > loss_duration: 2.1002864837646484 (2.045923995283933) | > loss_1: 32.22031021118164 (32.16306495666501) | > grad_norm_1: tensor(174.2037, device='cuda:0') (tensor(127.4419, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3648 (0.3640872790263248) | > loader_time: 0.0038 (0.0034504051391895008)  --> TIME: 2024-06-11 04:34:40 -- STEP: 129/330 -- GLOBAL_STEP: 190100 | > loss_disc: 2.2554969787597656 (2.3230180666428213) | > loss_disc_real_0: 0.1079464703798294 (0.11161117319219796) | > loss_disc_real_1: 0.17863313853740692 (0.20040270501328994) | > loss_disc_real_2: 0.21836835145950317 (0.2141278107729993) | > loss_disc_real_3: 0.24441801011562347 (0.22713956236839294) | > loss_disc_real_4: 0.2429686188697815 (0.22424878538116927) | > loss_disc_real_5: 0.2557397484779358 (0.21478081142255503) | > loss_0: 2.2554969787597656 (2.3230180666428213) | > grad_norm_0: tensor(18.7792, device='cuda:0') (tensor(12.7738, device='cuda:0')) | > loss_gen: 2.6911416053771973 (2.528304490008096) | > loss_kl: 1.870722770690918 (1.8195926588635112) | > loss_feat: 7.2947001457214355 (7.256335923838061) | > loss_mel: 18.903724670410156 (18.53376150500866) | > loss_duration: 2.0000853538513184 (2.0455813796021225) | > loss_1: 32.760372161865234 (32.183575844579885) | > grad_norm_1: tensor(250.1608, device='cuda:0') (tensor(158.3710, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3646 (0.3663473406503366) | > loader_time: 0.0047 (0.0036158635634784553)  --> TIME: 2024-06-11 04:34:50 -- STEP: 154/330 -- GLOBAL_STEP: 190125 | > loss_disc: 2.221602439880371 (2.3234279031877403) | > loss_disc_real_0: 0.10834738612174988 (0.11255241282187499) | > loss_disc_real_1: 0.20265236496925354 (0.20025166685318016) | > loss_disc_real_2: 0.20357491075992584 (0.21420594817632205) | > loss_disc_real_3: 0.20477963984012604 (0.22696801004084674) | > loss_disc_real_4: 0.18879686295986176 (0.2231773656684083) | > loss_disc_real_5: 0.1927589774131775 (0.2146244491269062) | > loss_0: 2.221602439880371 (2.3234279031877403) | > grad_norm_0: tensor(28.4296, device='cuda:0') (tensor(15.7481, device='cuda:0')) | > loss_gen: 2.6355862617492676 (2.5355822869709566) | > loss_kl: 1.8616607189178467 (1.8308154940605164) | > loss_feat: 7.908339500427246 (7.2761361444151245) | > loss_mel: 18.878833770751953 (18.523987571914468) | > loss_duration: 2.053189754486084 (2.0472595211747406) | > loss_1: 33.337608337402344 (32.21378094809395) | > grad_norm_1: tensor(303.6742, device='cuda:0') (tensor(184.7108, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3776 (0.3689836062394178) | > loader_time: 0.0046 (0.003784401076180594)  --> TIME: 2024-06-11 04:35:00 -- STEP: 179/330 -- GLOBAL_STEP: 190150 | > loss_disc: 2.3214874267578125 (2.3237238116770498) | > loss_disc_real_0: 0.110692098736763 (0.11243801726309281) | > loss_disc_real_1: 0.1729276031255722 (0.1999024916128073) | > loss_disc_real_2: 0.19342312216758728 (0.21408700726551716) | > loss_disc_real_3: 0.21610580384731293 (0.22724837414379226) | > loss_disc_real_4: 0.20404969155788422 (0.22388014713479154) | > loss_disc_real_5: 0.20141290128231049 (0.21497625345624358) | > loss_0: 2.3214874267578125 (2.3237238116770498) | > grad_norm_0: tensor(18.3917, device='cuda:0') (tensor(17.7325, device='cuda:0')) | > loss_gen: 2.4810822010040283 (2.544451377911275) | > loss_kl: 1.9443131685256958 (1.8431974582831954) | > loss_feat: 7.504397869110107 (7.2911701548698895) | > loss_mel: 18.381622314453125 (18.49321449535518) | > loss_duration: 2.0874998569488525 (2.0524649646695092) | > loss_1: 32.39891815185547 (32.22449842911192) | > grad_norm_1: tensor(426.4796, device='cuda:0') (tensor(204.9126, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.3789 (0.3718732375672409) | > loader_time: 0.005 (0.003950180288133675)  --> TIME: 2024-06-11 04:35:10 -- STEP: 204/330 -- GLOBAL_STEP: 190175 | > loss_disc: 2.2638111114501953 (2.3258430794173606) | > loss_disc_real_0: 0.11031440645456314 (0.11319733031240165) | > loss_disc_real_1: 0.20921771228313446 (0.20083318292802452) | > loss_disc_real_2: 0.22944651544094086 (0.2147597289991145) | > loss_disc_real_3: 0.19887249171733856 (0.22689051633956386) | > loss_disc_real_4: 0.20210033655166626 (0.22315284471009292) | > loss_disc_real_5: 0.21144507825374603 (0.2152642227124934) | > loss_0: 2.2638111114501953 (2.3258430794173606) | > grad_norm_0: tensor(15.5033, device='cuda:0') (tensor(20.2625, device='cuda:0')) | > loss_gen: 2.707897424697876 (2.5492145606115764) | > loss_kl: 2.096920967102051 (1.8528944137049657) | > loss_feat: 7.980355739593506 (7.319387887038436) | > loss_mel: 19.300457000732422 (18.461707470463757) | > loss_duration: 2.054136276245117 (2.059029544101041) | > loss_1: 34.1397705078125 (32.24223383735208) | > grad_norm_1: tensor(179.8235, device='cuda:0') (tensor(223.4463, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.4139 (0.37506608869515207) | > loader_time: 0.0055 (0.004091127246033913)  --> TIME: 2024-06-11 04:35:21 -- STEP: 229/330 -- GLOBAL_STEP: 190200 | > loss_disc: 2.2297120094299316 (2.32386916485416) | > loss_disc_real_0: 0.10514302551746368 (0.11352441648598842) | > loss_disc_real_1: 0.15549299120903015 (0.20047173125254533) | > loss_disc_real_2: 0.23935379087924957 (0.21482386723095673) | > loss_disc_real_3: 0.20309406518936157 (0.2268918563314921) | > loss_disc_real_4: 0.23850063979625702 (0.22305477589498962) | > loss_disc_real_5: 0.23017573356628418 (0.21459489384072317) | > loss_0: 2.2297120094299316 (2.32386916485416) | > grad_norm_0: tensor(50.6361, device='cuda:0') (tensor(21.9201, device='cuda:0')) | > loss_gen: 2.6753199100494385 (2.5476505152523266) | > loss_kl: 1.9615495204925537 (1.8591315444379914) | > loss_feat: 7.569972991943359 (7.318145627017625) | > loss_mel: 18.45494270324707 (18.413449891269458) | > loss_duration: 2.158121109008789 (2.066773874790907) | > loss_1: 32.819908142089844 (32.205151428822326) | > grad_norm_1: tensor(539.2230, device='cuda:0') (tensor(241.0216, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.4146 (0.37902118753658104) | > loader_time: 0.0051 (0.004207515300101071)  --> TIME: 2024-06-11 04:35:32 -- STEP: 254/330 -- GLOBAL_STEP: 190225 | > loss_disc: 2.157299518585205 (2.3230660346549343) | > loss_disc_real_0: 0.07410639524459839 (0.11357737335515773) | > loss_disc_real_1: 0.18251663446426392 (0.20048146354635868) | > loss_disc_real_2: 0.21130062639713287 (0.21446700188822634) | > loss_disc_real_3: 0.20717854797840118 (0.22705188000530707) | > loss_disc_real_4: 0.20593184232711792 (0.22325368700769005) | > loss_disc_real_5: 0.19356894493103027 (0.215064382517901) | > loss_0: 2.157299518585205 (2.3230660346549343) | > grad_norm_0: tensor(23.9454, device='cuda:0') (tensor(23.3367, device='cuda:0')) | > loss_gen: 2.573983669281006 (2.5451654918550517) | > loss_kl: 1.9972734451293945 (1.8689262834120923) | > loss_feat: 7.813811779022217 (7.316217195330642) | > loss_mel: 18.52672576904297 (18.369673864109302) | > loss_duration: 2.086184501647949 (2.0730354804692306) | > loss_1: 32.99797821044922 (32.173018305320426) | > grad_norm_1: tensor(389.8699, device='cuda:0') (tensor(257.0132, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.4292 (0.3843633640469528) | > loader_time: 0.0061 (0.004349256125022111)  --> TIME: 2024-06-11 04:35:43 -- STEP: 279/330 -- GLOBAL_STEP: 190250 | > loss_disc: 2.3335485458374023 (2.3183715762203327) | > loss_disc_real_0: 0.15623214840888977 (0.11334080919356328) | > loss_disc_real_1: 0.20312874019145966 (0.20019900537092622) | > loss_disc_real_2: 0.21849919855594635 (0.21416070405727644) | > loss_disc_real_3: 0.23520007729530334 (0.22653561461997287) | > loss_disc_real_4: 0.2390448898077011 (0.22274977214447486) | > loss_disc_real_5: 0.20394320785999298 (0.21449344794810032) | > loss_0: 2.3335485458374023 (2.3183715762203327) | > grad_norm_0: tensor(55.1708, device='cuda:0') (tensor(24.5635, device='cuda:0')) | > loss_gen: 2.619384288787842 (2.5474508415413597) | > loss_kl: 1.8683663606643677 (1.872503775422291) | > loss_feat: 7.084598064422607 (7.335148551558081) | > loss_mel: 17.823711395263672 (18.3344191342699) | > loss_duration: 2.147113800048828 (2.0814112856396645) | > loss_1: 31.543174743652344 (32.170933610649506) | > grad_norm_1: tensor(314.7110, device='cuda:0') (tensor(271.5533, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.438 (0.3895608208085473) | > loader_time: 0.0059 (0.0044892680260442954)  --> TIME: 2024-06-11 04:35:55 -- STEP: 304/330 -- GLOBAL_STEP: 190275 | > loss_disc: 2.3491995334625244 (2.32092917043912) | > loss_disc_real_0: 0.1283271163702011 (0.11441405080749016) | > loss_disc_real_1: 0.21942023932933807 (0.20026618707925073) | > loss_disc_real_2: 0.24245917797088623 (0.21438554115593428) | > loss_disc_real_3: 0.253031462430954 (0.22664987668395042) | > loss_disc_real_4: 0.22449707984924316 (0.2232364497980789) | > loss_disc_real_5: 0.23421123623847961 (0.21482706643444927) | > loss_0: 2.3491995334625244 (2.32092917043912) | > grad_norm_0: tensor(31.2563, device='cuda:0') (tensor(25.8133, device='cuda:0')) | > loss_gen: 2.4665791988372803 (2.545946000437989) | > loss_kl: 1.8196526765823364 (1.8740353894076849) | > loss_feat: 7.583683013916016 (7.354084571725444) | > loss_mel: 17.611072540283203 (18.306879689818935) | > loss_duration: 2.2269232273101807 (2.0911240099292066) | > loss_1: 31.707910537719727 (32.17206966876983) | > grad_norm_1: tensor(305.6031, device='cuda:0') (tensor(280.1081, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.4835 (0.3960861563682557) | > loader_time: 0.0069 (0.004674656610739864)  --> TIME: 2024-06-11 04:36:23 -- STEP: 329/330 -- GLOBAL_STEP: 190300 | > loss_disc: 2.54797101020813 (2.3268249817532265) | > loss_disc_real_0: 0.2121080756187439 (0.11667499328909674) | > loss_disc_real_1: 0.1648118644952774 (0.20084681228301438) | > loss_disc_real_2: 0.20032353699207306 (0.2144054984249242) | > loss_disc_real_3: 0.19406795501708984 (0.22638263619054777) | > loss_disc_real_4: 0.21224644780158997 (0.22354716923099158) | > loss_disc_real_5: 0.21610890328884125 (0.21522983106979846) | > loss_0: 2.54797101020813 (2.3268249817532265) | > grad_norm_0: tensor(9.1333, device='cuda:0') (tensor(26.4954, device='cuda:0')) | > loss_gen: 2.2759976387023926 (2.5432414001244563) | > loss_kl: 2.044341564178467 (1.8804463959754782) | > loss_feat: 11.211536407470703 (7.44761401034416) | > loss_mel: 18.55311393737793 (18.271712937978265) | > loss_duration: 2.2848691940307617 (2.1046251040461597) | > loss_1: 36.3698616027832 (32.24763986767243) | > grad_norm_1: tensor(190.9784, device='cuda:0') (tensor(287.1992, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 13.7991 (0.4502625545107485) | > loader_time: 0.0334 (0.005127055304391047)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2938406467437744 (2.2938406467437744) | > loss_disc_real_0: 0.08340317010879517 (0.08340317010879517) | > loss_disc_real_1: 0.16015005111694336 (0.16015005111694336) | > loss_disc_real_2: 0.23571482300758362 (0.23571482300758362) | > loss_disc_real_3: 0.27817991375923157 (0.27817991375923157) | > loss_disc_real_4: 0.24358990788459778 (0.24358990788459778) | > loss_disc_real_5: 0.24871665239334106 (0.24871665239334106) | > loss_0: 2.2938406467437744 (2.2938406467437744) | > loss_gen: 2.594508409500122 (2.594508409500122) | > loss_kl: 2.4105348587036133 (2.4105348587036133) | > loss_feat: 7.421840190887451 (7.421840190887451) | > loss_mel: 15.84339427947998 (15.84339427947998) | > loss_duration: 2.834346294403076 (2.834346294403076) | > loss_1: 31.104625701904297 (31.104625701904297)  --> STEP: 1 | > loss_disc: 2.266467571258545 (2.266467571258545) | > loss_disc_real_0: 0.045493438839912415 (0.045493438839912415) | > loss_disc_real_1: 0.11298475414514542 (0.11298475414514542) | > loss_disc_real_2: 0.2346862405538559 (0.2346862405538559) | > loss_disc_real_3: 0.25629347562789917 (0.25629347562789917) | > loss_disc_real_4: 0.24457181990146637 (0.24457181990146637) | > loss_disc_real_5: 0.1524066925048828 (0.1524066925048828) | > loss_0: 2.266467571258545 (2.266467571258545) | > loss_gen: 2.143543243408203 (2.143543243408203) | > loss_kl: 2.4087424278259277 (2.4087424278259277) | > loss_feat: 5.954022407531738 (5.954022407531738) | > loss_mel: 19.788354873657227 (19.788354873657227) | > loss_duration: 2.4152450561523438 (2.4152450561523438) | > loss_1: 32.70990753173828 (32.70990753173828)  --> STEP: 2 | > loss_disc: 2.148390293121338 (2.2074289321899414) | > loss_disc_real_0: 0.06360217183828354 (0.05454780533909798) | > loss_disc_real_1: 0.1424742490053177 (0.12772950157523155) | > loss_disc_real_2: 0.209694042801857 (0.22219014167785645) | > loss_disc_real_3: 0.17858338356018066 (0.21743842959403992) | > loss_disc_real_4: 0.2476823478937149 (0.24612708389759064) | > loss_disc_real_5: 0.15802374482154846 (0.15521521866321564) | > loss_0: 2.148390293121338 (2.2074289321899414) | > loss_gen: 2.1825110912323 (2.1630271673202515) | > loss_kl: 3.034946918487549 (2.7218446731567383) | > loss_feat: 6.249499797821045 (6.101761102676392) | > loss_mel: 22.31195640563965 (21.050155639648438) | > loss_duration: 2.4597654342651367 (2.4375052452087402) | > loss_1: 36.23868179321289 (34.474294662475586)  --> STEP: 3 | > loss_disc: 2.4001524448394775 (2.27167010307312) | > loss_disc_real_0: 0.1576904058456421 (0.08892867217461269) | > loss_disc_real_1: 0.1637188047170639 (0.13972593595584235) | > loss_disc_real_2: 0.24892865121364594 (0.23110297818978628) | > loss_disc_real_3: 0.2909355163574219 (0.24193745851516724) | > loss_disc_real_4: 0.24650534987449646 (0.24625317255655924) | > loss_disc_real_5: 0.2447449117898941 (0.1850584497054418) | > loss_0: 2.4001524448394775 (2.27167010307312) | > loss_gen: 2.334723472595215 (2.2202592690785727) | > loss_kl: 2.6089999675750732 (2.684229771296183) | > loss_feat: 6.397791385650635 (6.200437863667806) | > loss_mel: 16.963241577148438 (19.687850952148438) | > loss_duration: 2.230337619781494 (2.3684493700663247) | > loss_1: 30.535093307495117 (33.161227544148765)  --> STEP: 4 | > loss_disc: 2.464019775390625 (2.3197575211524963) | > loss_disc_real_0: 0.12533146142959595 (0.0980293694883585) | > loss_disc_real_1: 0.1551709771156311 (0.14358719624578953) | > loss_disc_real_2: 0.2695840895175934 (0.24072325602173805) | > loss_disc_real_3: 0.27834364771842957 (0.2510390058159828) | > loss_disc_real_4: 0.2146066129207611 (0.2383415326476097) | > loss_disc_real_5: 0.15481078624725342 (0.1774965338408947) | > loss_0: 2.464019775390625 (2.3197575211524963) | > loss_gen: 2.1440014839172363 (2.2011948227882385) | > loss_kl: 2.8019864559173584 (2.713668942451477) | > loss_feat: 6.773336410522461 (6.34366250038147) | > loss_mel: 18.379579544067383 (19.360783100128174) | > loss_duration: 2.301692008972168 (2.3517600297927856) | > loss_1: 32.400596618652344 (32.97106981277466)  --> STEP: 5 | > loss_disc: 2.347076892852783 (2.325221395492554) | > loss_disc_real_0: 0.060920968651771545 (0.0906076893210411) | > loss_disc_real_1: 0.09739992022514343 (0.1343497410416603) | > loss_disc_real_2: 0.22320255637168884 (0.23721911609172822) | > loss_disc_real_3: 0.25030314922332764 (0.2508918344974518) | > loss_disc_real_4: 0.23517514765262604 (0.23770825564861298) | > loss_disc_real_5: 0.2211558222770691 (0.1862283915281296) | > loss_0: 2.347076892852783 (2.325221395492554) | > loss_gen: 2.051724672317505 (2.1713007926940917) | > loss_kl: 1.8719381093978882 (2.5453227758407593) | > loss_feat: 5.7366485595703125 (6.2222597122192385) | > loss_mel: 19.832284927368164 (19.455083465576173) | > loss_duration: 2.3977773189544678 (2.360963487625122) | > loss_1: 31.8903751373291 (32.754930877685545)  --> STEP: 6 | > loss_disc: 2.3589234352111816 (2.330838402112325) | > loss_disc_real_0: 0.056880462914705276 (0.08498648491998513) | > loss_disc_real_1: 0.17366580665111542 (0.14090241864323616) | > loss_disc_real_2: 0.18202660977840424 (0.22802036503950754) | > loss_disc_real_3: 0.20774441957473755 (0.24370059867699942) | > loss_disc_real_4: 0.22958770394325256 (0.23635483036438623) | > loss_disc_real_5: 0.15498538315296173 (0.1810212234656016) | > loss_0: 2.3589234352111816 (2.330838402112325) | > loss_gen: 2.3166582584381104 (2.1955270369847617) | > loss_kl: 2.8194735050201416 (2.591014564037323) | > loss_feat: 7.707056045532227 (6.469725767771403) | > loss_mel: 19.89461898803711 (19.528339385986328) | > loss_duration: 2.131037950515747 (2.3226425647735596) | > loss_1: 34.86884689331055 (33.10725021362305)  --> STEP: 7 | > loss_disc: 2.1727652549743652 (2.308256523949759) | > loss_disc_real_0: 0.08528861403465271 (0.08502964622208051) | > loss_disc_real_1: 0.1919734925031662 (0.1481982863375119) | > loss_disc_real_2: 0.3187882900238037 (0.24098721146583557) | > loss_disc_real_3: 0.23381097614765167 (0.24228779545852117) | > loss_disc_real_4: 0.25064119696617126 (0.23839573987892695) | > loss_disc_real_5: 0.18918579816818237 (0.182187591280256) | > loss_0: 2.1727652549743652 (2.308256523949759) | > loss_gen: 2.6356194019317627 (2.2583973748343333) | > loss_kl: 3.6883225440979004 (2.74777284690312) | > loss_feat: 6.235418796539307 (6.436253343309675) | > loss_mel: 19.28757095336914 (19.493943895612443) | > loss_duration: 2.5571792125701904 (2.3561478001730785) | > loss_1: 34.404109954833984 (33.292515890938894)  --> STEP: 8 | > loss_disc: 2.1751608848571777 (2.2916195690631866) | > loss_disc_real_0: 0.06641404330730438 (0.08270269585773349) | > loss_disc_real_1: 0.14850947260856628 (0.14823718462139368) | > loss_disc_real_2: 0.14319613575935364 (0.22876332700252533) | > loss_disc_real_3: 0.18830959498882294 (0.23554052039980888) | > loss_disc_real_4: 0.15835803747177124 (0.2283910270780325) | > loss_disc_real_5: 0.13162623345851898 (0.17586742155253887) | > loss_0: 2.1751608848571777 (2.2916195690631866) | > loss_gen: 2.1051084995269775 (2.2392362654209137) | > loss_kl: 2.892003059387207 (2.7658016234636307) | > loss_feat: 8.515393257141113 (6.696145832538605) | > loss_mel: 20.508251190185547 (19.620732307434082) | > loss_duration: 2.171670913696289 (2.3330881893634796) | > loss_1: 36.19242858886719 (33.65500497817993)  --> STEP: 9 | > loss_disc: 2.3386683464050293 (2.296847210990058) | > loss_disc_real_0: 0.10652545094490051 (0.0853496686451965) | > loss_disc_real_1: 0.1207280084490776 (0.14518060949113634) | > loss_disc_real_2: 0.2844269275665283 (0.23494817150963676) | > loss_disc_real_3: 0.2604190707206726 (0.23830480376879373) | > loss_disc_real_4: 0.2507966160774231 (0.23088053696685368) | > loss_disc_real_5: 0.21920756995677948 (0.1806829935974545) | > loss_0: 2.3386683464050293 (2.296847210990058) | > loss_gen: 2.5292837619781494 (2.2714637650383844) | > loss_kl: 2.7354142665863037 (2.762425250477261) | > loss_feat: 9.635908126831055 (7.022786087459988) | > loss_mel: 19.210067749023438 (19.575102912055122) | > loss_duration: 2.095217704772949 (2.3066581355200872) | > loss_1: 36.205894470214844 (33.938437143961586)  --> STEP: 10 | > loss_disc: 2.1268770694732666 (2.279850196838379) | > loss_disc_real_0: 0.08454519510269165 (0.08526922129094601) | > loss_disc_real_1: 0.14907529950141907 (0.1455700784921646) | > loss_disc_real_2: 0.2366267591714859 (0.23511603027582167) | > loss_disc_real_3: 0.2513633668422699 (0.23961066007614135) | > loss_disc_real_4: 0.1973329484462738 (0.22752577811479568) | > loss_disc_real_5: 0.2102324217557907 (0.18363793641328813) | > loss_0: 2.1268770694732666 (2.279850196838379) | > loss_gen: 2.5349411964416504 (2.297811508178711) | > loss_kl: 2.036069631576538 (2.689789688587189) | > loss_feat: 7.008697986602783 (7.021377277374268) | > loss_mel: 19.635082244873047 (19.581100845336913) | > loss_duration: 2.328524589538574 (2.308844780921936) | > loss_1: 33.54331588745117 (33.89892501831055)  --> STEP: 11 | > loss_disc: 2.4922478199005127 (2.2991590716622095) | > loss_disc_real_0: 0.10951640456914902 (0.08747351067987355) | > loss_disc_real_1: 0.1981174647808075 (0.15034711360931396) | > loss_disc_real_2: 0.18780803680419922 (0.23081530359658328) | > loss_disc_real_3: 0.24084901809692383 (0.23972323807803067) | > loss_disc_real_4: 0.24400606751441956 (0.2290239862420342) | > loss_disc_real_5: 0.23065975308418274 (0.1879126470197331) | > loss_0: 2.4922478199005127 (2.2991590716622095) | > loss_gen: 2.0152294635772705 (2.2721222313967617) | > loss_kl: 2.2487475872039795 (2.649694952097806) | > loss_feat: 5.812639236450195 (6.911492000926625) | > loss_mel: 17.769580841064453 (19.41641720858487) | > loss_duration: 2.4586524963378906 (2.3224636641415684) | > loss_1: 30.30484962463379 (33.57219089161266)  --> STEP: 12 | > loss_disc: 2.2080671787261963 (2.2915680805842085) | > loss_disc_real_0: 0.09095622599124908 (0.08776373695582151) | > loss_disc_real_1: 0.1999538391828537 (0.15448100740710893) | > loss_disc_real_2: 0.21494245529174805 (0.229492566237847) | > loss_disc_real_3: 0.280047208070755 (0.2430835689107577) | > loss_disc_real_4: 0.2273358702659607 (0.22888330991069475) | > loss_disc_real_5: 0.23063601553440094 (0.19147292772928873) | > loss_0: 2.2080671787261963 (2.2915680805842085) | > loss_gen: 2.6042978763580322 (2.299803535143534) | > loss_kl: 2.1284549236297607 (2.606258283058802) | > loss_feat: 7.059668064117432 (6.923840006192525) | > loss_mel: 19.1599063873291 (19.395041306813557) | > loss_duration: 2.264432907104492 (2.317627767721812) | > loss_1: 33.216758728027344 (33.54257154464721)  --> STEP: 13 | > loss_disc: 2.4239869117736816 (2.30175414452186) | > loss_disc_real_0: 0.0988655760884285 (0.08861772458140667) | > loss_disc_real_1: 0.2629876434803009 (0.1628276717204314) | > loss_disc_real_2: 0.22729775309562683 (0.22932373445767623) | > loss_disc_real_3: 0.2829013168811798 (0.24614647260079017) | > loss_disc_real_4: 0.18069368600845337 (0.2251764157643685) | > loss_disc_real_5: 0.23869751393795013 (0.19510558820687807) | > loss_0: 2.4239869117736816 (2.30175414452186) | > loss_gen: 2.335487127304077 (2.3025484268481913) | > loss_kl: 2.4293346405029297 (2.592648772092966) | > loss_feat: 8.229907989501953 (7.024306774139404) | > loss_mel: 19.31031608581543 (19.388523982121395) | > loss_duration: 2.1929984092712402 (2.308040893994845) | > loss_1: 34.498043060302734 (33.616069353543786)  --> STEP: 14 | > loss_disc: 2.6081295013427734 (2.3236380985804965) | > loss_disc_real_0: 0.1424453854560852 (0.09246255750102657) | > loss_disc_real_1: 0.21252670884132385 (0.1663776029433523) | > loss_disc_real_2: 0.20943878591060638 (0.22790338099002838) | > loss_disc_real_3: 0.2735947072505951 (0.24810706079006195) | > loss_disc_real_4: 0.29146236181259155 (0.22991112619638443) | > loss_disc_real_5: 0.2870362401008606 (0.20167206334216253) | > loss_0: 2.6081295013427734 (2.3236380985804965) | > loss_gen: 2.195125102996826 (2.2948753322873796) | > loss_kl: 2.7986278533935547 (2.6073615636144365) | > loss_feat: 5.874024391174316 (6.9421437467847555) | > loss_mel: 19.492509841918945 (19.395951543535507) | > loss_duration: 2.3158936500549316 (2.308601805141994) | > loss_1: 32.67618179321289 (33.54893452780586)  --> STEP: 15 | > loss_disc: 2.45582914352417 (2.332450834910075) | > loss_disc_real_0: 0.18884918093681335 (0.09888833239674569) | > loss_disc_real_1: 0.08273395150899887 (0.1608013595143954) | > loss_disc_real_2: 0.17450366914272308 (0.22434340020020802) | > loss_disc_real_3: 0.2394302487373352 (0.2475286066532135) | > loss_disc_real_4: 0.19498030841350555 (0.22758240501085916) | > loss_disc_real_5: 0.17393694818019867 (0.1998230556646983) | > loss_0: 2.45582914352417 (2.332450834910075) | > loss_gen: 2.1027913093566895 (2.282069730758667) | > loss_kl: 2.921152353286743 (2.6282809495925905) | > loss_feat: 7.812629699707031 (7.00017614364624) | > loss_mel: 20.22064208984375 (19.450930913289387) | > loss_duration: 2.333615779876709 (2.3102694034576414) | > loss_1: 35.390830993652344 (33.67172762552896)  --> STEP: 16 | > loss_disc: 2.587632179260254 (2.348399668931961) | > loss_disc_real_0: 0.10239773243665695 (0.09910766989924014) | > loss_disc_real_1: 0.32178056240081787 (0.1708625596947968) | > loss_disc_real_2: 0.1960279941558838 (0.22257368732243776) | > loss_disc_real_3: 0.26615583896636963 (0.24869280867278576) | > loss_disc_real_4: 0.26704931259155273 (0.23004908673465252) | > loss_disc_real_5: 0.1777748465538025 (0.1984450425952673) | > loss_0: 2.587632179260254 (2.348399668931961) | > loss_gen: 2.1066503524780273 (2.271106019616127) | > loss_kl: 2.221017360687256 (2.602826975286007) | > loss_feat: 5.647657871246338 (6.915643751621246) | > loss_mel: 17.63863754272461 (19.33766257762909) | > loss_duration: 2.348196029663086 (2.312639817595482) | > loss_1: 29.962160110473633 (33.439879655838)  --> STEP: 17 | > loss_disc: 2.544515371322632 (2.3599358867196476) | > loss_disc_real_0: 0.07033178955316544 (0.09741497105535339) | > loss_disc_real_1: 0.18890635669231415 (0.17192395951818018) | > loss_disc_real_2: 0.24190466105937958 (0.2237108034246108) | > loss_disc_real_3: 0.2908356785774231 (0.2511718010201174) | > loss_disc_real_4: 0.2614758014678955 (0.23189771701307857) | > loss_disc_real_5: 0.2254386842250824 (0.20003290386760936) | > loss_0: 2.544515371322632 (2.3599358867196476) | > loss_gen: 2.1558260917663574 (2.2643248473896698) | > loss_kl: 1.7892171144485474 (2.554967571707333) | > loss_feat: 6.180408000946045 (6.872394589816823) | > loss_mel: 18.765323638916016 (19.303995581234204) | > loss_duration: 2.4656052589416504 (2.321637784733492) | > loss_1: 31.356380462646484 (33.31732087976791)  --> STEP: 18 | > loss_disc: 2.152454137802124 (2.3484091228908963) | > loss_disc_real_0: 0.05966182053089142 (0.09531757380399439) | > loss_disc_real_1: 0.2491023987531662 (0.1762116505867905) | > loss_disc_real_2: 0.18408001959323883 (0.22150909321175682) | > loss_disc_real_3: 0.254192590713501 (0.2513396226697498) | > loss_disc_real_4: 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2.504133462905884 (2.296134032701191) | > loss_kl: 1.7305527925491333 (2.5422398228394356) | > loss_feat: 7.488193988800049 (6.982051598398309) | > loss_mel: 17.75023078918457 (19.207726327996504) | > loss_duration: 2.259700298309326 (2.3142040528749166) | > loss_1: 31.732812881469727 (33.342356330470025)  --> STEP: 20 | > loss_disc: 2.4787726402282715 (2.354298233985901) | > loss_disc_real_0: 0.09228195995092392 (0.09864307437092065) | > loss_disc_real_1: 0.1741689145565033 (0.17406568266451358) | > loss_disc_real_2: 0.2724038064479828 (0.22508278712630272) | > loss_disc_real_3: 0.26058855652809143 (0.2534027278423309) | > loss_disc_real_4: 0.2650983929634094 (0.23468626216053962) | > loss_disc_real_5: 0.24908693134784698 (0.20464302971959114) | > loss_0: 2.4787726402282715 (2.354298233985901) | > loss_gen: 2.249666690826416 (2.2938106656074524) | > loss_kl: 1.7563016414642334 (2.5029429137706756) | > loss_feat: 6.972525596618652 (6.981575298309326) | > loss_mel: 20.716812133789062 (19.28318061828613) | > loss_duration: 2.3187594413757324 (2.3144318222999574) | > loss_1: 34.01406478881836 (33.37594175338744)  --> STEP: 21 | > loss_disc: 2.4356346130371094 (2.3581713948931013) | > loss_disc_real_0: 0.11723919957876205 (0.09952860414272263) | > loss_disc_real_1: 0.18848715722560883 (0.17475241954837525) | > loss_disc_real_2: 0.23718827962875366 (0.22565923915022895) | > loss_disc_real_3: 0.271205872297287 (0.25425049662590027) | > loss_disc_real_4: 0.27519381046295166 (0.23661519303208306) | > loss_disc_real_5: 0.23882940411567688 (0.20627095230988093) | > loss_0: 2.4356346130371094 (2.3581713948931013) | > loss_gen: 2.471651315689087 (2.3022792679922923) | > loss_kl: 2.1933095455169678 (2.488198467663356) | > loss_feat: 5.586353302001953 (6.915136155628023) | > loss_mel: 15.350903511047363 (19.09592932746524) | > loss_duration: 2.16455078125 (2.307294629869007) | > loss_1: 27.766767501831055 (33.10883821759904)  --> STEP: 22 | > loss_disc: 2.383406639099121 (2.3593184514479204) | > loss_disc_real_0: 0.07058824598789215 (0.09821313331750306) | > loss_disc_real_1: 0.35297730565071106 (0.18285355073484508) | > loss_disc_real_2: 0.21558471024036407 (0.22520130601796237) | > loss_disc_real_3: 0.2682904005050659 (0.25488867407495325) | > loss_disc_real_4: 0.20099768042564392 (0.23499621518633582) | > loss_disc_real_5: 0.1466464251279831 (0.2035607465288856) | > loss_0: 2.383406639099121 (2.3593184514479204) | > loss_gen: 2.323293924331665 (2.303234479644082) | > loss_kl: 2.08870267868042 (2.470039568164132) | > loss_feat: 7.186113357543945 (6.927453301169655) | > loss_mel: 20.23147201538086 (19.147544904188678) | > loss_duration: 2.163821220397949 (2.300773111256686) | > loss_1: 33.993404388427734 (33.149045770818525)  --> STEP: 23 | > loss_disc: 2.44451904296875 (2.363022824992304) | > loss_disc_real_0: 0.1268887221813202 (0.09945989805071251) | > loss_disc_real_1: 0.18708892166614532 (0.18303769729707553) | > loss_disc_real_2: 0.19890019297599792 (0.22405777936396393) | > loss_disc_real_3: 0.27528494596481323 (0.25577546850494715) | > loss_disc_real_4: 0.22373688220977783 (0.23450667896996374) | > loss_disc_real_5: 0.2368634194135666 (0.20500868882821954) | > loss_0: 2.44451904296875 (2.363022824992304) | > loss_gen: 2.2855374813079834 (2.302465044933817) | > loss_kl: 2.445103168487549 (2.468955376873846) | > loss_feat: 7.284053325653076 (6.942957650060239) | > loss_mel: 19.77077293395996 (19.174641775048297) | > loss_duration: 2.2957091331481934 (2.3005529382954473) | > loss_1: 34.0811767578125 (33.18957320503566)  --> STEP: 24 | > loss_disc: 2.511837959289551 (2.3692234555880227) | > loss_disc_real_0: 0.2152983844280243 (0.10428650164976716) | > loss_disc_real_1: 0.1192026361823082 (0.1803779030839602) | > loss_disc_real_2: 0.2404838353395462 (0.2247421983629465) | > loss_disc_real_3: 0.3121453523635864 (0.2581242136657238) | > loss_disc_real_4: 0.33201131224632263 (0.23856937202314535) | > loss_disc_real_5: 0.307390958070755 (0.20927461671332517) | > loss_0: 2.511837959289551 (2.3692234555880227) | > loss_gen: 2.5177793502807617 (2.311436474323273) | > loss_kl: 2.5954205989837646 (2.474224761128426) | > loss_feat: 6.305283546447754 (6.9163878957430525) | > loss_mel: 17.840850830078125 (19.119067152341206) | > loss_duration: 2.4156687259674072 (2.305349429448446) | > loss_1: 31.675003051757812 (33.12646611531574)  --> STEP: 25 | > loss_disc: 2.530210494995117 (2.3756629371643068) | > loss_disc_real_0: 0.04343695193529129 (0.10185251966118812) | > loss_disc_real_1: 0.1733020842075348 (0.1800948703289032) | > loss_disc_real_2: 0.2635473310947418 (0.2262944036722183) | > loss_disc_real_3: 0.2117626816034317 (0.25626975238323213) | > loss_disc_real_4: 0.19253285229206085 (0.23672791123390197) | > loss_disc_real_5: 0.2887004315853119 (0.21245164930820465) | > loss_0: 2.530210494995117 (2.3756629371643068) | > loss_gen: 2.059333562850952 (2.3013523578643804) | > loss_kl: 2.588634490966797 (2.478801150321961) | > loss_feat: 8.822083473205566 (6.992615718841552) | > loss_mel: 18.260713577270508 (19.08473300933838) | > loss_duration: 2.323293685913086 (2.3060671997070314) | > loss_1: 34.05406188964844 (33.16356994628905)  --> STEP: 26 | > loss_disc: 2.2172963619232178 (2.3695719150396495) | > loss_disc_real_0: 0.1903178095817566 (0.10525503081197922) | > loss_disc_real_1: 0.13465681672096252 (0.17834725288244394) | > loss_disc_real_2: 0.14809328317642212 (0.22328666826853386) | > loss_disc_real_3: 0.1664523184299469 (0.25281523569272113) | > loss_disc_real_4: 0.10989011824131012 (0.23184953458034074) | > loss_disc_real_5: 0.13104656338691711 (0.2093206844650782) | > loss_0: 2.2172963619232178 (2.3695719150396495) | > loss_gen: 2.0223848819732666 (2.290622839560876) | > loss_kl: 1.9383959770202637 (2.4580163359642033) | > loss_feat: 12.29880428314209 (7.196699894391573) | > loss_mel: 19.704959869384766 (19.10858788857093) | > loss_duration: 2.289334297180176 (2.3054236265329218) | > loss_1: 38.25387954711914 (33.35935108478252) --> EVAL PERFORMANCE | > avg_loader_time: 0.002368789452772874 (-0.00013741163107065064) | > avg_loss_disc: 2.3695719150396495 (-0.02170625099769019) | > avg_loss_disc_real_0: 0.10525503081197922 (-0.010123316628428608) | > avg_loss_disc_real_1: 0.17834725288244394 (+0.004093575076414974) | > avg_loss_disc_real_2: 0.22328666826853386 (+0.015912641126375943) | > avg_loss_disc_real_3: 0.25281523569272113 (+0.0015247710622273702) | > avg_loss_disc_real_4: 0.23184953458034074 (-0.0043832628199687584) | > avg_loss_disc_real_5: 0.2093206844650782 (-0.01236306302822554) | > avg_loss_0: 2.3695719150396495 (-0.02170625099769019) | > avg_loss_gen: 2.290622839560876 (+0.009481833531306716) | > avg_loss_kl: 2.4580163359642033 (-0.09806359731233982) | > avg_loss_feat: 7.196699894391573 (+0.1877688627976637) | > avg_loss_mel: 19.10858788857093 (+0.49375097568217896) | > avg_loss_duration: 2.3054236265329218 (+0.007589000921983224) | > avg_loss_1: 33.35935108478252 (+0.6005265896136862)  > EPOCH: 310/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:36:28)   --> TIME: 2024-06-11 04:36:38 -- STEP: 24/330 -- GLOBAL_STEP: 190325 | > loss_disc: 2.331636905670166 (2.308915307124456) | > loss_disc_real_0: 0.11226852238178253 (0.10643902576218049) | > loss_disc_real_1: 0.2233005166053772 (0.20191666980584463) | > loss_disc_real_2: 0.22559021413326263 (0.21131295214096704) | > loss_disc_real_3: 0.2360074669122696 (0.227277139822642) | > loss_disc_real_4: 0.20355451107025146 (0.2241446959475676) | > loss_disc_real_5: 0.2014906406402588 (0.21670868371923765) | > loss_0: 2.331636905670166 (2.308915307124456) | > grad_norm_0: tensor(5.8152, device='cuda:0') (tensor(7.7823, device='cuda:0')) | > loss_gen: 2.5884697437286377 (2.535646885633469) | > loss_kl: 1.7475982904434204 (1.8226068963607152) | > loss_feat: 8.296991348266602 (7.127356072266896) | > loss_mel: 19.12729835510254 (18.567335208257038) | > loss_duration: 2.016342878341675 (2.1044446974992748) | > loss_1: 33.776702880859375 (32.15738924344381) | > grad_norm_1: tensor(126.3500, device='cuda:0') (tensor(94.9956, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3528 (0.35697169105211896) | > loader_time: 0.003 (0.003114978472391764)  --> TIME: 2024-06-11 04:36:47 -- STEP: 49/330 -- GLOBAL_STEP: 190350 | > loss_disc: 2.3972771167755127 (2.3201807956306304) | > loss_disc_real_0: 0.13807252049446106 (0.11051310750902915) | > loss_disc_real_1: 0.2330809086561203 (0.19999160085405623) | > loss_disc_real_2: 0.21556754410266876 (0.21236540073034715) | > loss_disc_real_3: 0.20261000096797943 (0.2279134371450969) | > loss_disc_real_4: 0.18870298564434052 (0.22484469717862654) | > loss_disc_real_5: 0.19454501569271088 (0.21950668096542358) | > loss_0: 2.3972771167755127 (2.3201807956306304) | > grad_norm_0: tensor(7.3142, device='cuda:0') (tensor(7.6632, device='cuda:0')) | > loss_gen: 2.340853452682495 (2.5284467911233706) | > loss_kl: 1.9066777229309082 (1.8354715668425268) | > loss_feat: 7.090435028076172 (7.157321005451436) | > loss_mel: 18.13008689880371 (18.57753722521723) | > loss_duration: 1.990826964378357 (2.063309075881023) | > loss_1: 31.458879470825195 (32.1620853969029) | > grad_norm_1: tensor(100.3758, device='cuda:0') (tensor(94.9512, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3623 (0.35848475475700536) | > loader_time: 0.0033 (0.003303041263502471)  --> TIME: 2024-06-11 04:36:57 -- STEP: 74/330 -- GLOBAL_STEP: 190375 | > loss_disc: 2.175992250442505 (2.3387966897036576) | > loss_disc_real_0: 0.0820724219083786 (0.11090895664450284) | > loss_disc_real_1: 0.18343469500541687 (0.2000762020816674) | > loss_disc_real_2: 0.21501632034778595 (0.2139661487292599) | > loss_disc_real_3: 0.20164981484413147 (0.22961369358204506) | > loss_disc_real_4: 0.2309822142124176 (0.22573511584385023) | > loss_disc_real_5: 0.1934901773929596 (0.22131736053002848) | > loss_0: 2.175992250442505 (2.3387966897036576) | > grad_norm_0: tensor(10.2628, device='cuda:0') (tensor(8.8099, device='cuda:0')) | > loss_gen: 2.7341771125793457 (2.5207956256093205) | > loss_kl: 1.923227310180664 (1.8646132076108777) | > loss_feat: 7.357417106628418 (7.248163384360236) | > loss_mel: 18.528953552246094 (18.563445039697605) | > loss_duration: 1.9494996070861816 (2.0452347446132344) | > loss_1: 32.4932746887207 (32.24225191167883) | > grad_norm_1: tensor(155.9143, device='cuda:0') (tensor(110.2498, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3643 (0.36084563023335225) | > loader_time: 0.0035 (0.0034041855786297774)  --> TIME: 2024-06-11 04:37:06 -- STEP: 99/330 -- GLOBAL_STEP: 190400 | > loss_disc: 2.399944305419922 (2.3373398226921007) | > loss_disc_real_0: 0.10055912286043167 (0.11335562041612586) | > loss_disc_real_1: 0.20070888102054596 (0.20065761319916658) | > loss_disc_real_2: 0.20674483478069305 (0.21456630618283243) | > loss_disc_real_3: 0.25496023893356323 (0.229324822925558) | > loss_disc_real_4: 0.2359665483236313 (0.22568566389758177) | > loss_disc_real_5: 0.24739640951156616 (0.21982911214081927) | > loss_0: 2.399944305419922 (2.3373398226921007) | > grad_norm_0: tensor(16.9023, device='cuda:0') (tensor(9.0100, device='cuda:0')) | > loss_gen: 2.326805353164673 (2.521150039904044) | > loss_kl: 1.8081647157669067 (1.8652466415154814) | > loss_feat: 7.138228416442871 (7.244610690107249) | > loss_mel: 17.778724670410156 (18.50862470299307) | > loss_duration: 2.0456011295318604 (2.0406719036776595) | > loss_1: 31.097522735595703 (32.180303881866756) | > grad_norm_1: tensor(114.0074, device='cuda:0') (tensor(109.5856, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3723 (0.3643515326760033) | > loader_time: 0.004 (0.003541568312982116)  --> TIME: 2024-06-11 04:37:16 -- STEP: 124/330 -- GLOBAL_STEP: 190425 | > loss_disc: 2.3336522579193115 (2.3351489247814303) | > loss_disc_real_0: 0.07181515544652939 (0.11303414885074861) | > loss_disc_real_1: 0.1627078801393509 (0.19997290834303824) | > loss_disc_real_2: 0.21547536551952362 (0.2145639429649999) | > loss_disc_real_3: 0.24313747882843018 (0.22873542830348015) | > loss_disc_real_4: 0.25719961524009705 (0.2257201301474725) | > loss_disc_real_5: 0.20317816734313965 (0.21903587240845926) | > loss_0: 2.3336522579193115 (2.3351489247814303) | > grad_norm_0: tensor(17.1216, device='cuda:0') (tensor(10.2723, device='cuda:0')) | > loss_gen: 2.385613203048706 (2.514507161032768) | > loss_kl: 1.8293983936309814 (1.869311846071674) | > loss_feat: 7.314906120300293 (7.239325350330722) | > loss_mel: 19.12114906311035 (18.49320133270756) | > loss_duration: 2.046964645385742 (2.0415500354382283) | > loss_1: 32.698028564453125 (32.15789562656033) | > grad_norm_1: tensor(220.1627, device='cuda:0') (tensor(126.1263, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3684 (0.36571829742000955) | > loader_time: 0.0039 (0.003629647916363132)  --> TIME: 2024-06-11 04:37:26 -- STEP: 149/330 -- GLOBAL_STEP: 190450 | > loss_disc: 2.376938581466675 (2.337050505132483) | > loss_disc_real_0: 0.12765902280807495 (0.11302430037684089) | > loss_disc_real_1: 0.1900966614484787 (0.19977386075778295) | > loss_disc_real_2: 0.2030084729194641 (0.21524528299002038) | > loss_disc_real_3: 0.2293974757194519 (0.22838784664269263) | > loss_disc_real_4: 0.21773593127727509 (0.22550564144281732) | > loss_disc_real_5: 0.20396149158477783 (0.21955576629046622) | > loss_0: 2.376938581466675 (2.337050505132483) | > grad_norm_0: tensor(40.6388, device='cuda:0') (tensor(12.7499, device='cuda:0')) | > loss_gen: 2.471834897994995 (2.517375065976341) | > loss_kl: 1.9081424474716187 (1.8710017772328933) | > loss_feat: 6.618912696838379 (7.2479672303935825) | > loss_mel: 18.776180267333984 (18.49994784873604) | > loss_duration: 2.0602245330810547 (2.04337639696646) | > loss_1: 31.83529281616211 (32.17966828570269) | > grad_norm_1: tensor(250.0901, device='cuda:0') (tensor(149.6488, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.4006 (0.3693968625676712) | > loader_time: 0.0045 (0.003741925194759497)  --> TIME: 2024-06-11 04:37:36 -- STEP: 174/330 -- GLOBAL_STEP: 190475 | > loss_disc: 2.2501707077026367 (2.340000293720727) | > loss_disc_real_0: 0.07587188482284546 (0.1139565949467407) | > loss_disc_real_1: 0.19102217257022858 (0.2005158007658761) | > loss_disc_real_2: 0.205784410238266 (0.2156751657696976) | > loss_disc_real_3: 0.21985852718353271 (0.2284976725263157) | > loss_disc_real_4: 0.19637924432754517 (0.22501725575019574) | > loss_disc_real_5: 0.203529492020607 (0.21850700256810787) | > loss_0: 2.2501707077026367 (2.340000293720727) | > grad_norm_0: tensor(17.8600, device='cuda:0') (tensor(14.3437, device='cuda:0')) | > loss_gen: 2.654651641845703 (2.5161794506270305) | > loss_kl: 1.7897731065750122 (1.8733674554989255) | > loss_feat: 7.528988838195801 (7.253141414160016) | > loss_mel: 18.66160011291504 (18.494126199305743) | > loss_duration: 2.1463656425476074 (2.0476374550797476) | > loss_1: 32.78137969970703 (32.184451936305265) | > grad_norm_1: tensor(309.1282, device='cuda:0') (tensor(164.5124, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3987 (0.37280690258946914) | > loader_time: 0.0052 (0.003853660890425759)  --> TIME: 2024-06-11 04:37:46 -- STEP: 199/330 -- GLOBAL_STEP: 190500 | > loss_disc: 2.382525682449341 (2.337802781531558) | > loss_disc_real_0: 0.14565283060073853 (0.11391966917257212) | > loss_disc_real_1: 0.22553357481956482 (0.2009710548960384) | > loss_disc_real_2: 0.2399962991476059 (0.2156461634528098) | > loss_disc_real_3: 0.21708564460277557 (0.2280339688511949) | > loss_disc_real_4: 0.27939051389694214 (0.22482914436402632) | > loss_disc_real_5: 0.2317594289779663 (0.21854519147669246) | > loss_0: 2.382525682449341 (2.337802781531558) | > grad_norm_0: tensor(8.5942, device='cuda:0') (tensor(16.7149, device='cuda:0')) | > loss_gen: 2.670987844467163 (2.5257882664551072) | > loss_kl: 1.8062012195587158 (1.8718673535926857) | > loss_feat: 6.780053615570068 (7.271337171295779) | > loss_mel: 18.82585334777832 (18.479351666704492) | > loss_duration: 2.1581015586853027 (2.054888470688057) | > loss_1: 32.2411994934082 (32.20323288500611) | > grad_norm_1: tensor(276.4378, device='cuda:0') (tensor(186.8849, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.3891 (0.3757884023177564) | > loader_time: 0.0046 (0.003982809919807779) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_190500.pth  --> TIME: 2024-06-11 04:38:02 -- STEP: 224/330 -- GLOBAL_STEP: 190525 | > loss_disc: 2.2989742755889893 (2.334386823432786) | > loss_disc_real_0: 0.15630659461021423 (0.11509130000402885) | > loss_disc_real_1: 0.19349835813045502 (0.20072592914636647) | > loss_disc_real_2: 0.20510651171207428 (0.2146368193041001) | > loss_disc_real_3: 0.20695258677005768 (0.22804239724895783) | > loss_disc_real_4: 0.2260672152042389 (0.22413752035104803) | > loss_disc_real_5: 0.1901702880859375 (0.21789582625829745) | > loss_0: 2.2989742755889893 (2.334386823432786) | > grad_norm_0: tensor(49.9731, device='cuda:0') (tensor(20.1985, device='cuda:0')) | > loss_gen: 2.5511457920074463 (2.5357653285775856) | > loss_kl: 1.904572606086731 (1.8750743232667446) | > loss_feat: 8.027922630310059 (7.297643706202507) | > loss_mel: 18.701881408691406 (18.428942705903733) | > loss_duration: 2.1593239307403564 (2.061318758875132) | > loss_1: 33.344844818115234 (32.19874477386477) | > grad_norm_1: tensor(462.9039, device='cuda:0') (tensor(212.1411, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.4109 (0.3802676424384117) | > loader_time: 0.0059 (0.004167376884392329)  --> TIME: 2024-06-11 04:38:12 -- STEP: 249/330 -- GLOBAL_STEP: 190550 | > loss_disc: 2.3959221839904785 (2.3389993001179517) | > loss_disc_real_0: 0.15178054571151733 (0.11603629424509754) | > loss_disc_real_1: 0.19499264657497406 (0.20109650450777336) | > loss_disc_real_2: 0.21432003378868103 (0.21547378773191367) | > loss_disc_real_3: 0.26658159494400024 (0.22846544106083222) | > loss_disc_real_4: 0.2626118063926697 (0.2243565688410916) | > loss_disc_real_5: 0.24067308008670807 (0.21765499732580526) | > loss_0: 2.3959221839904785 (2.3389993001179517) | > grad_norm_0: tensor(40.8119, device='cuda:0') (tensor(21.0098, device='cuda:0')) | > loss_gen: 2.4652836322784424 (2.531194857325419) | > loss_kl: 1.9947314262390137 (1.8762609183070171) | > loss_feat: 6.417120456695557 (7.278378643664012) | > loss_mel: 17.059606552124023 (18.40419814481314) | > loss_duration: 2.1422982215881348 (2.0688670461915115) | > loss_1: 30.07904052734375 (32.15889958301226) | > grad_norm_1: tensor(323.2580, device='cuda:0') (tensor(218.7469, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.4372 (0.38411859431898737) | > loader_time: 0.006 (0.0043099884048523164)  --> TIME: 2024-06-11 04:38:23 -- STEP: 274/330 -- GLOBAL_STEP: 190575 | > loss_disc: 2.279197931289673 (2.3387935553153936) | > loss_disc_real_0: 0.10708175599575043 (0.11656229263239533) | > loss_disc_real_1: 0.19752013683319092 (0.20126176603736667) | > loss_disc_real_2: 0.2186051607131958 (0.21545074222079158) | > loss_disc_real_3: 0.23153091967105865 (0.22794109642723182) | > loss_disc_real_4: 0.22133399546146393 (0.22453023917483586) | > loss_disc_real_5: 0.22551770508289337 (0.21758956793886028) | > loss_0: 2.279197931289673 (2.3387935553153936) | > grad_norm_0: tensor(66.3108, device='cuda:0') (tensor(21.9368, device='cuda:0')) | > loss_gen: 2.5731141567230225 (2.5280578301770835) | > loss_kl: 1.8913652896881104 (1.8799950062793538) | > loss_feat: 7.609277248382568 (7.2732083014328115) | > loss_mel: 18.56492042541504 (18.345256144112913) | > loss_duration: 2.161850929260254 (2.0769152697855553) | > loss_1: 32.80052947998047 (32.10343251611197) | > grad_norm_1: tensor(656.1874, device='cuda:0') (tensor(234.5367, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.4494 (0.3885698892774373) | > loader_time: 0.0062 (0.0044602799589616516)  --> TIME: 2024-06-11 04:38:35 -- STEP: 299/330 -- GLOBAL_STEP: 190600 | > loss_disc: 2.409994125366211 (2.3403834108524895) | > loss_disc_real_0: 0.2291598916053772 (0.1175017523077818) | > loss_disc_real_1: 0.23473156988620758 (0.20137481660547862) | > loss_disc_real_2: 0.2688974142074585 (0.21590166137768677) | > loss_disc_real_3: 0.2265012413263321 (0.2276624506931241) | > loss_disc_real_4: 0.2751084268093109 (0.22450785677767915) | > loss_disc_real_5: 0.2063332349061966 (0.217629306890494) | > loss_0: 2.409994125366211 (2.3403834108524895) | > grad_norm_0: tensor(88.6639, device='cuda:0') (tensor(24.7559, device='cuda:0')) | > loss_gen: 2.712791681289673 (2.5315998047091886) | > loss_kl: 1.9589823484420776 (1.8815496406427594) | > loss_feat: 7.532958030700684 (7.297150863851592) | > loss_mel: 17.995512008666992 (18.3074091397799) | > loss_duration: 2.2501630783081055 (2.086816703595446) | > loss_1: 32.450408935546875 (32.1045261115135) | > grad_norm_1: tensor(482.2292, device='cuda:0') (tensor(251.8979, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.47 (0.3944604891199731) | > loader_time: 0.0067 (0.00462553971587216)  --> TIME: 2024-06-11 04:38:49 -- STEP: 324/330 -- GLOBAL_STEP: 190625 | > loss_disc: 2.333448886871338 (2.342330993693552) | > loss_disc_real_0: 0.11939868330955505 (0.11777161402098926) | > loss_disc_real_1: 0.21156258881092072 (0.2018751415113608) | > loss_disc_real_2: 0.2029416412115097 (0.21583009768783315) | > loss_disc_real_3: 0.30844390392303467 (0.22783327180846238) | > loss_disc_real_4: 0.2482297420501709 (0.2244314541235382) | > loss_disc_real_5: 0.29252269864082336 (0.2179087453326325) | > loss_0: 2.333448886871338 (2.342330993693552) | > grad_norm_0: tensor(8.5078, device='cuda:0') (tensor(25.4102, device='cuda:0')) | > loss_gen: 2.6718780994415283 (2.5347517949563483) | > loss_kl: 1.969627857208252 (1.885925238147194) | > loss_feat: 9.364758491516113 (7.365318073166741) | > loss_mel: 17.735559463500977 (18.28637419217899) | > loss_duration: 2.284183979034424 (2.1009220087233897) | > loss_1: 34.02600860595703 (32.173291265228684) | > grad_norm_1: tensor(195.4051, device='cuda:0') (tensor(258.2545, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.6386 (0.4055795963899589) | > loader_time: 0.0085 (0.004867249064975312)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.30767560005188 (2.30767560005188) | > loss_disc_real_0: 0.09888143837451935 (0.09888143837451935) | > loss_disc_real_1: 0.24111957848072052 (0.24111957848072052) | > loss_disc_real_2: 0.28857824206352234 (0.28857824206352234) | > loss_disc_real_3: 0.29264846444129944 (0.29264846444129944) | > loss_disc_real_4: 0.31542161107063293 (0.31542161107063293) | > loss_disc_real_5: 0.31384748220443726 (0.31384748220443726) | > loss_0: 2.30767560005188 (2.30767560005188) | > loss_gen: 3.191876173019409 (3.191876173019409) | > loss_kl: 2.107720375061035 (2.107720375061035) | > loss_feat: 8.736431121826172 (8.736431121826172) | > loss_mel: 17.670900344848633 (17.670900344848633) | > loss_duration: 2.821820020675659 (2.821820020675659) | > loss_1: 34.52874755859375 (34.52874755859375)  --> STEP: 1 | > loss_disc: 2.5421361923217773 (2.5421361923217773) | > loss_disc_real_0: 0.09307584166526794 (0.09307584166526794) | > loss_disc_real_1: 0.18560658395290375 (0.18560658395290375) | > loss_disc_real_2: 0.21534426510334015 (0.21534426510334015) | > loss_disc_real_3: 0.1970260888338089 (0.1970260888338089) | > loss_disc_real_4: 0.1925610601902008 (0.1925610601902008) | > loss_disc_real_5: 0.2648848295211792 (0.2648848295211792) | > loss_0: 2.5421361923217773 (2.5421361923217773) | > loss_gen: 1.9600558280944824 (1.9600558280944824) | > loss_kl: 1.9269118309020996 (1.9269118309020996) | > loss_feat: 5.933014392852783 (5.933014392852783) | > loss_mel: 19.608980178833008 (19.608980178833008) | > loss_duration: 2.324359893798828 (2.324359893798828) | > loss_1: 31.75332260131836 (31.75332260131836)  --> STEP: 2 | > loss_disc: 2.2646358013153076 (2.4033859968185425) | > loss_disc_real_0: 0.0603514090180397 (0.07671362534165382) | > loss_disc_real_1: 0.2621135711669922 (0.22386007755994797) | > loss_disc_real_2: 0.31473422050476074 (0.26503924280405045) | > loss_disc_real_3: 0.24128831923007965 (0.21915720403194427) | > loss_disc_real_4: 0.241919606924057 (0.2172403335571289) | > loss_disc_real_5: 0.26937171816825867 (0.26712827384471893) | > loss_0: 2.2646358013153076 (2.4033859968185425) | > loss_gen: 2.741084575653076 (2.3505702018737793) | > loss_kl: 2.5331292152404785 (2.230020523071289) | > loss_feat: 6.749573230743408 (6.341293811798096) | > loss_mel: 18.92145347595215 (19.265216827392578) | > loss_duration: 2.4334707260131836 (2.378915309906006) | > loss_1: 33.37871170043945 (32.566017150878906)  --> STEP: 3 | > loss_disc: 2.104515552520752 (2.303762515385946) | > loss_disc_real_0: 0.08130434155464172 (0.07824386407931645) | > loss_disc_real_1: 0.17918068170547485 (0.20896694560845694) | > loss_disc_real_2: 0.2259284406900406 (0.2520023087660472) | > loss_disc_real_3: 0.20370444655418396 (0.21400628487269083) | > loss_disc_real_4: 0.19162671267986298 (0.2087024599313736) | > loss_disc_real_5: 0.27138981223106384 (0.26854878664016724) | > loss_0: 2.104515552520752 (2.303762515385946) | > loss_gen: 2.681394100189209 (2.4608448346455893) | > loss_kl: 3.1486454010009766 (2.536228815714518) | > loss_feat: 7.890491485595703 (6.857693036397298) | > loss_mel: 19.463777542114258 (19.331403732299805) | > loss_duration: 2.2364003658294678 (2.3314103285471597) | > loss_1: 35.42070770263672 (33.51758066813151)  --> STEP: 4 | > loss_disc: 2.2222366333007812 (2.2833810448646545) | > loss_disc_real_0: 0.11070020496845245 (0.08635794930160046) | > loss_disc_real_1: 0.15498635172843933 (0.19547179713845253) | > loss_disc_real_2: 0.2517704367637634 (0.2519443407654762) | > loss_disc_real_3: 0.2506929636001587 (0.2231779545545578) | > loss_disc_real_4: 0.2384721040725708 (0.2161448709666729) | > loss_disc_real_5: 0.3020431697368622 (0.276922382414341) | > loss_0: 2.2222366333007812 (2.2833810448646545) | > loss_gen: 2.905816078186035 (2.5720876455307007) | > loss_kl: 2.7627696990966797 (2.5928640365600586) | > loss_feat: 8.059671401977539 (7.158187627792358) | > loss_mel: 19.67791175842285 (19.418030738830566) | > loss_duration: 2.387038469314575 (2.3453173637390137) | > loss_1: 35.793209075927734 (34.086487770080566)  --> STEP: 5 | > loss_disc: 2.7162463665008545 (2.3699541091918945) | > loss_disc_real_0: 0.3475038409233093 (0.13858712762594222) | > loss_disc_real_1: 0.3014429807662964 (0.2166660338640213) | > loss_disc_real_2: 0.29974162578582764 (0.2615037977695465) | > loss_disc_real_3: 0.2338387668132782 (0.22531011700630188) | > loss_disc_real_4: 0.3125808537006378 (0.23543206751346588) | > loss_disc_real_5: 0.31254568696022034 (0.2840470433235168) | > loss_0: 2.7162463665008545 (2.3699541091918945) | > loss_gen: 2.631547689437866 (2.5839796543121336) | > loss_kl: 2.027569055557251 (2.479805040359497) | > loss_feat: 4.895258903503418 (6.7056018829345705) | > loss_mel: 18.919105529785156 (19.318245697021485) | > loss_duration: 2.3184475898742676 (2.3399434089660645) | > loss_1: 30.791929244995117 (33.42757606506348)  --> STEP: 6 | > loss_disc: 2.554290771484375 (2.400676886240641) | > loss_disc_real_0: 0.17933331429958344 (0.14537815873821577) | > loss_disc_real_1: 0.3154783248901367 (0.23313474903504053) | > loss_disc_real_2: 0.2571222484111786 (0.26077353954315186) | > loss_disc_real_3: 0.28618842363357544 (0.23545650144418082) | > loss_disc_real_4: 0.26165512204170227 (0.23980257660150528) | > loss_disc_real_5: 0.31976068019866943 (0.2899993161360423) | > loss_0: 2.554290771484375 (2.400676886240641) | > loss_gen: 2.6030919551849365 (2.587165037790934) | > loss_kl: 2.7012128829956055 (2.516706347465515) | > loss_feat: 4.845205783843994 (6.395535866419475) | > loss_mel: 16.366979598999023 (18.826368014017742) | > loss_duration: 2.1540985107421875 (2.308969259262085) | > loss_1: 28.670589447021484 (32.63474496205648)  --> STEP: 7 | > loss_disc: 2.1850152015686035 (2.369868074144636) | > loss_disc_real_0: 0.18755565583705902 (0.15140351546662195) | > loss_disc_real_1: 0.18265675008296967 (0.22592360632760183) | > loss_disc_real_2: 0.36955729126930237 (0.2763140755040305) | > loss_disc_real_3: 0.2515215575695038 (0.2377515094620841) | > loss_disc_real_4: 0.22417528927326202 (0.23757010698318481) | > loss_disc_real_5: 0.300441712141037 (0.29149108699389864) | > loss_0: 2.1850152015686035 (2.369868074144636) | > loss_gen: 3.2083520889282227 (2.6759060450962613) | > loss_kl: 3.0403895378112793 (2.5915182318006242) | > loss_feat: 7.749264717102051 (6.588925702231271) | > loss_mel: 18.537334442138672 (18.785077503749303) | > loss_duration: 2.436913013458252 (2.327246938432966) | > loss_1: 34.972251892089844 (32.96867452348982)  --> STEP: 8 | > loss_disc: 2.349816083908081 (2.3673615753650665) | > loss_disc_real_0: 0.06277855485677719 (0.14032539539039135) | > loss_disc_real_1: 0.20221085846424103 (0.22295951284468174) | > loss_disc_real_2: 0.30232149362564087 (0.2795650027692318) | > loss_disc_real_3: 0.22339938580989838 (0.23595749400556087) | > loss_disc_real_4: 0.2172880917787552 (0.2350348550826311) | > loss_disc_real_5: 0.2713632881641388 (0.2889751121401787) | > loss_0: 2.349816083908081 (2.3673615753650665) | > loss_gen: 2.447781562805176 (2.6473904848098755) | > loss_kl: 3.128749132156372 (2.6586720943450928) | > loss_feat: 8.873488426208496 (6.874496042728424) | > loss_mel: 19.46221923828125 (18.869720220565796) | > loss_duration: 2.1963579654693604 (2.3108858168125153) | > loss_1: 36.10859680175781 (33.361164808273315)  --> STEP: 9 | > loss_disc: 2.251868963241577 (2.354529062906901) | > loss_disc_real_0: 0.15365749597549438 (0.14180673989984724) | > loss_disc_real_1: 0.25145941972732544 (0.2261261691649755) | > loss_disc_real_2: 0.16300834715366364 (0.26661426325639087) | > loss_disc_real_3: 0.27871212363243103 (0.24070800840854645) | > loss_disc_real_4: 0.2494000494480133 (0.2366309877898958) | > loss_disc_real_5: 0.22654220461845398 (0.2820381224155426) | > loss_0: 2.251868963241577 (2.354529062906901) | > loss_gen: 2.746701717376709 (2.65842506620619) | > loss_kl: 2.739354133605957 (2.667636765374078) | > loss_feat: 8.544502258300781 (7.0600522889031305) | > loss_mel: 19.805280685424805 (18.973671383327908) | > loss_duration: 2.147296905517578 (2.2927092711130777) | > loss_1: 35.98313522338867 (33.65249485439725)  --> STEP: 10 | > loss_disc: 2.569209337234497 (2.3759970903396606) | > loss_disc_real_0: 0.18816491961479187 (0.1464425578713417) | > loss_disc_real_1: 0.26024550199508667 (0.22953810244798661) | > loss_disc_real_2: 0.28451594710350037 (0.26840443164110184) | > loss_disc_real_3: 0.24408794939517975 (0.24104600250720978) | > loss_disc_real_4: 0.21944904327392578 (0.2349127933382988) | > loss_disc_real_5: 0.28323236107826233 (0.28215754628181455) | > loss_0: 2.569209337234497 (2.3759970903396606) | > loss_gen: 2.385727643966675 (2.631155323982239) | > loss_kl: 2.171790838241577 (2.6180521726608275) | > loss_feat: 6.287964820861816 (6.982843542098999) | > loss_mel: 19.572689056396484 (19.033573150634766) | > loss_duration: 2.2719669342041016 (2.29063503742218) | > loss_1: 32.69013977050781 (33.556259346008304)  --> STEP: 11 | > loss_disc: 2.4735138416290283 (2.384862249547785) | > loss_disc_real_0: 0.12641353905200958 (0.14462173797867514) | > loss_disc_real_1: 0.13493356108665466 (0.22093768959695642) | > loss_disc_real_2: 0.2663162350654602 (0.26821459558877075) | > loss_disc_real_3: 0.29167652130126953 (0.2456487769430334) | > loss_disc_real_4: 0.2121756672859192 (0.23284578187899155) | > loss_disc_real_5: 0.29508334398269653 (0.2833326188000766) | > loss_0: 2.4735138416290283 (2.384862249547785) | > loss_gen: 2.3554811477661133 (2.6060940352353184) | > loss_kl: 2.547600507736206 (2.6116474758494985) | > loss_feat: 5.996356010437012 (6.893162857402455) | > loss_mel: 18.803443908691406 (19.012652310458098) | > loss_duration: 2.390920639038086 (2.2997519102963535) | > loss_1: 32.09380340576172 (33.42330880598588)  --> STEP: 12 | > loss_disc: 2.5650553703308105 (2.3998783429463706) | > loss_disc_real_0: 0.12787482142448425 (0.14322616159915924) | > loss_disc_real_1: 0.19185268878936768 (0.21851393952965736) | > loss_disc_real_2: 0.34417724609375 (0.27454481646418566) | > loss_disc_real_3: 0.28945907950401306 (0.2492996354897817) | > loss_disc_real_4: 0.2481931895017624 (0.23412473251422247) | > loss_disc_real_5: 0.35466182231903076 (0.2892767190933228) | > loss_0: 2.5650553703308105 (2.3998783429463706) | > loss_gen: 2.5625226497650146 (2.6024630864461265) | > loss_kl: 1.884800910949707 (2.5510769287745156) | > loss_feat: 6.2664642333984375 (6.840937972068787) | > loss_mel: 16.756452560424805 (18.82463566462199) | > loss_duration: 2.2546944618225098 (2.295997122923533) | > loss_1: 29.72493553161621 (33.11511103312174)  --> STEP: 13 | > loss_disc: 2.6459810733795166 (2.4188093222104587) | > loss_disc_real_0: 0.16615083813667297 (0.14498959825589106) | > loss_disc_real_1: 0.23540139198303223 (0.21981297433376312) | > loss_disc_real_2: 0.1979982852935791 (0.2686566217587544) | > loss_disc_real_3: 0.2776292562484741 (0.2514788370866042) | > loss_disc_real_4: 0.352728933095932 (0.24324813255896935) | > loss_disc_real_5: 0.3210643529891968 (0.2917219217006978) | > loss_0: 2.6459810733795166 (2.4188093222104587) | > loss_gen: 2.47458815574646 (2.592626553315383) | > loss_kl: 2.3831706047058105 (2.5381610576923075) | > loss_feat: 6.207660675048828 (6.792224333836482) | > loss_mel: 17.373872756958008 (18.713038517878605) | > loss_duration: 2.1065757274627686 (2.281426246349628) | > loss_1: 30.545867919921875 (32.91747694749098)  --> STEP: 14 | > loss_disc: 2.3397884368896484 (2.413164973258972) | > loss_disc_real_0: 0.11971697211265564 (0.1431844106742314) | > loss_disc_real_1: 0.1669268012046814 (0.21603539053882873) | > loss_disc_real_2: 0.20184685289859772 (0.2638844954116003) | > loss_disc_real_3: 0.28835707902908325 (0.2541129972253527) | > loss_disc_real_4: 0.2158135622739792 (0.24128852039575577) | > loss_disc_real_5: 0.2350839376449585 (0.2876763514110022) | > loss_0: 2.3397884368896484 (2.413164973258972) | > loss_gen: 2.3248231410980225 (2.5734977381569997) | > loss_kl: 3.196882963180542 (2.585212622370039) | > loss_feat: 7.1153693199157715 (6.815306118556431) | > loss_mel: 18.877986907958984 (18.72482054574149) | > loss_duration: 2.3214635848999023 (2.284286056246076) | > loss_1: 33.836524963378906 (32.98312323434012)  --> STEP: 15 | > loss_disc: 2.487025260925293 (2.418088992436727) | > loss_disc_real_0: 0.1387089341878891 (0.1428860455751419) | > loss_disc_real_1: 0.18242710828781128 (0.21379483838876087) | > loss_disc_real_2: 0.19199992716312408 (0.25909219086170193) | > loss_disc_real_3: 0.28290480375289917 (0.2560324509938558) | > loss_disc_real_4: 0.24292203783988953 (0.241397421558698) | > loss_disc_real_5: 0.30752986669540405 (0.2889999190966289) | > loss_0: 2.487025260925293 (2.418088992436727) | > loss_gen: 2.4531445503234863 (2.565474192301432) | > loss_kl: 3.1405506134033203 (2.622235155105591) | > loss_feat: 5.512869834899902 (6.728477032979329) | > loss_mel: 17.961410522460938 (18.673926544189452) | > loss_duration: 2.303036689758301 (2.2855360984802244) | > loss_1: 31.371009826660156 (32.875649007161456)  --> STEP: 16 | > loss_disc: 2.61456036567688 (2.4303684532642365) | > loss_disc_real_0: 0.10332241654396057 (0.14041331876069307) | > loss_disc_real_1: 0.22687672078609467 (0.21461245603859425) | > loss_disc_real_2: 0.2526659071445465 (0.25869054812937975) | > loss_disc_real_3: 0.20957179367542267 (0.2531286599114537) | > loss_disc_real_4: 0.22003872692584991 (0.240062503144145) | > loss_disc_real_5: 0.26129600405693054 (0.2872684244066478) | > loss_0: 2.61456036567688 (2.4303684532642365) | > loss_gen: 1.999611735343933 (2.5301077887415886) | > loss_kl: 2.559304714202881 (2.6183020025491714) | > loss_feat: 6.408541679382324 (6.708481073379517) | > loss_mel: 18.60615348815918 (18.66969072818756) | > loss_duration: 2.397958517074585 (2.292562499642372) | > loss_1: 31.971569061279297 (32.81914401054382)  --> STEP: 17 | > loss_disc: 2.541077136993408 (2.436880728777717) | > loss_disc_real_0: 0.16044944524765015 (0.14159191443639643) | > loss_disc_real_1: 0.20388436317443848 (0.21398139175246744) | > loss_disc_real_2: 0.31729477643966675 (0.2621378556770437) | > loss_disc_real_3: 0.22835271060466766 (0.2516712511287016) | > loss_disc_real_4: 0.2812950313091278 (0.2424879459773793) | > loss_disc_real_5: 0.3145560324192047 (0.28887357781915113) | > loss_0: 2.541077136993408 (2.436880728777717) | > loss_gen: 2.627662181854248 (2.535846282454098) | > loss_kl: 2.4993951320648193 (2.611307480755974) | > loss_feat: 6.177191734313965 (6.677228759316837) | > loss_mel: 17.393373489379883 (18.594613243551816) | > loss_duration: 2.3719863891601562 (2.297234493143418) | > loss_1: 31.069610595703125 (32.716230280259076)  --> STEP: 18 | > loss_disc: 2.1135289669036865 (2.4189167420069375) | > loss_disc_real_0: 0.09512060135602951 (0.13901017482082048) | > loss_disc_real_1: 0.12332543730735779 (0.20894494983885023) | > loss_disc_real_2: 0.16384002566337585 (0.2566768651207288) | > loss_disc_real_3: 0.18391655385494232 (0.24790710128015941) | > loss_disc_real_4: 0.21465253829956055 (0.2409415344397227) | > loss_disc_real_5: 0.26967766880989075 (0.2878071384297478) | > loss_0: 2.1135289669036865 (2.4189167420069375) | > loss_gen: 2.414456605911255 (2.5291024115350513) | > loss_kl: 2.4716269969940186 (2.60354745388031) | > loss_feat: 8.683844566345215 (6.788707415262858) | > loss_mel: 22.04085350036621 (18.78607103559706) | > loss_duration: 2.225947618484497 (2.2932741112179227) | > loss_1: 37.83673095703125 (33.00070254007975)  --> STEP: 19 | > loss_disc: 2.4523298740386963 (2.420675327903346) | > loss_disc_real_0: 0.18986496329307556 (0.14168674263514972) | > loss_disc_real_1: 0.2287217378616333 (0.2099858334189967) | > loss_disc_real_2: 0.17277130484580994 (0.25226078300099625) | > loss_disc_real_3: 0.23747901618480682 (0.2473582546961935) | > loss_disc_real_4: 0.28307557106018066 (0.24315911531448364) | > loss_disc_real_5: 0.24367322027683258 (0.2854843006322259) | > loss_0: 2.4523298740386963 (2.420675327903346) | > loss_gen: 2.424957036972046 (2.523621076031735) | > loss_kl: 2.2349984645843506 (2.584150138654207) | > loss_feat: 5.862627029418945 (6.739966342323704) | > loss_mel: 17.855541229248047 (18.73709578263132) | > loss_duration: 2.26548433303833 (2.2918114913137337) | > loss_1: 30.64360809326172 (32.876644937615644)  --> STEP: 20 | > loss_disc: 2.3821849822998047 (2.4187508106231688) | > loss_disc_real_0: 0.2147841453552246 (0.14534161277115346) | > loss_disc_real_1: 0.2360522449016571 (0.21128915399312972) | > loss_disc_real_2: 0.2618755102157593 (0.2527415193617344) | > loss_disc_real_3: 0.2323673814535141 (0.2466087110340595) | > loss_disc_real_4: 0.2998450696468353 (0.24599341303110123) | > loss_disc_real_5: 0.2750052511692047 (0.28496034815907484) | > loss_0: 2.3821849822998047 (2.4187508106231688) | > loss_gen: 2.8713996410369873 (2.541010004281998) | > loss_kl: 1.8292272090911865 (2.5464039921760557) | > loss_feat: 7.759927749633789 (6.790964412689209) | > loss_mel: 18.491567611694336 (18.724819374084472) | > loss_duration: 2.297931671142578 (2.2921175003051757) | > loss_1: 33.25005340576172 (32.89531536102295)  --> STEP: 21 | > loss_disc: 2.4397964477539062 (2.419752983819871) | > loss_disc_real_0: 0.11777390539646149 (0.14402886480093002) | > loss_disc_real_1: 0.18604347109794617 (0.2100869786171686) | > loss_disc_real_2: 0.22892451286315918 (0.25160737619513557) | > loss_disc_real_3: 0.20931187272071838 (0.24483267111437662) | > loss_disc_real_4: 0.3466196358203888 (0.2507851379258292) | > loss_disc_real_5: 0.30871787667274475 (0.2860916590406782) | > loss_0: 2.4397964477539062 (2.419752983819871) | > loss_gen: 2.3606903553009033 (2.532423354330517) | > loss_kl: 2.9100449085235596 (2.563720226287842) | > loss_feat: 5.957716941833496 (6.751285961696079) | > loss_mel: 17.610857009887695 (18.67177354721796) | > loss_duration: 2.1539812088012695 (2.2855395816621327) | > loss_1: 30.993289947509766 (32.804742722284224)  --> STEP: 22 | > loss_disc: 2.6352899074554443 (2.429550116712397) | > loss_disc_real_0: 0.13346365094184875 (0.14354862780733543) | > loss_disc_real_1: 0.17605483531951904 (0.20854006301272998) | > loss_disc_real_2: 0.29150620102882385 (0.2534209591421214) | > loss_disc_real_3: 0.2291576862335205 (0.2441201718016104) | > loss_disc_real_4: 0.22111819684505463 (0.24943664060397577) | > loss_disc_real_5: 0.3650832176208496 (0.289682184430686) | > loss_0: 2.6352899074554443 (2.429550116712397) | > loss_gen: 2.1678619384765625 (2.51585238088261) | > loss_kl: 2.393552541732788 (2.5559853315353394) | > loss_feat: 7.658858299255371 (6.792539249766957) | > loss_mel: 18.812236785888672 (18.67815823988481) | > loss_duration: 2.175790309906006 (2.2805509784004907) | > loss_1: 33.20829772949219 (32.82308613170277)  --> STEP: 23 | > loss_disc: 2.391692876815796 (2.4279041497603706) | > loss_disc_real_0: 0.24369670450687408 (0.1479028920116632) | > loss_disc_real_1: 0.14816007018089294 (0.2059148459330849) | > loss_disc_real_2: 0.3056701421737671 (0.255692662752193) | > loss_disc_real_3: 0.308761864900589 (0.2469306801972182) | > loss_disc_real_4: 0.24353355169296265 (0.24917998456436652) | > loss_disc_real_5: 0.3429521918296814 (0.2919982717089032) | > loss_0: 2.391692876815796 (2.4279041497603706) | > loss_gen: 2.9631762504577637 (2.5353012447771817) | > loss_kl: 2.0297129154205322 (2.5331039221390435) | > loss_feat: 5.698104381561279 (6.744955125062362) | > loss_mel: 15.418366432189941 (18.536428161289383) | > loss_duration: 2.2595696449279785 (2.279638746510382) | > loss_1: 28.368928909301758 (32.629427122033164)  --> STEP: 24 | > loss_disc: 2.4517269134521484 (2.4288967649141946) | > loss_disc_real_0: 0.15944209694862366 (0.14838369221736988) | > loss_disc_real_1: 0.21018731594085693 (0.20609286551674208) | > loss_disc_real_2: 0.3719002306461334 (0.2605346447477738) | > loss_disc_real_3: 0.40101566910743713 (0.25335088806847733) | > loss_disc_real_4: 0.21183697879314423 (0.24762402599056557) | > loss_disc_real_5: 0.271376371383667 (0.29113902586201834) | > loss_0: 2.4517269134521484 (2.4288967649141946) | > loss_gen: 2.9322497844696045 (2.5518407672643657) | > loss_kl: 1.9405840635299683 (2.5084155946969986) | > loss_feat: 6.5085039138793945 (6.735102991263072) | > loss_mel: 17.349496841430664 (18.486972689628605) | > loss_duration: 2.3950695991516113 (2.2844483653704333) | > loss_1: 31.12590217590332 (32.566780249277755)  --> STEP: 25 | > loss_disc: 2.3568201065063477 (2.426013698577881) | > loss_disc_real_0: 0.1517927050590515 (0.14852005273103713) | > loss_disc_real_1: 0.1808527112007141 (0.20508325934410096) | > loss_disc_real_2: 0.3069594204425812 (0.2623916357755661) | > loss_disc_real_3: 0.2613411843776703 (0.253670499920845) | > loss_disc_real_4: 0.22251065075397491 (0.24661949098110195) | > loss_disc_real_5: 0.2904621660709381 (0.2911119514703751) | > loss_0: 2.3568201065063477 (2.426013698577881) | > loss_gen: 2.74096417427063 (2.5594057035446163) | > loss_kl: 2.674142599105835 (2.515044674873352) | > loss_feat: 7.343209266662598 (6.7594272422790525) | > loss_mel: 16.794076919555664 (18.419256858825687) | > loss_duration: 2.34557843208313 (2.286893568038941) | > loss_1: 31.897972106933594 (32.54002792358399)  --> STEP: 26 | > loss_disc: 2.724271774291992 (2.4374851630284238) | > loss_disc_real_0: 0.27235177159309387 (0.15328281114880854) | > loss_disc_real_1: 0.19711239635944366 (0.2047766876908449) | > loss_disc_real_2: 0.21445900201797485 (0.2605480729387357) | > loss_disc_real_3: 0.2509656846523285 (0.2535664685643636) | > loss_disc_real_4: 0.20563898980617523 (0.2450433178589894) | > loss_disc_real_5: 0.2858220934867859 (0.2909084953940832) | > loss_0: 2.724271774291992 (2.4374851630284238) | > loss_gen: 1.849612832069397 (2.532105977718646) | > loss_kl: 2.1917343139648438 (2.5026096609922557) | > loss_feat: 4.108280181884766 (6.657460047648503) | > loss_mel: 10.587031364440918 (18.118017416733963) | > loss_duration: 2.275725841522217 (2.2864640400959897) | > loss_1: 21.012386322021484 (32.09665709275467) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024774716450617867 (+0.0001086821922889128) | > avg_loss_disc: 2.4374851630284238 (+0.0679132479887743) | > avg_loss_disc_real_0: 0.15328281114880854 (+0.04802778033682932) | > avg_loss_disc_real_1: 0.2047766876908449 (+0.02642943480840096) | > avg_loss_disc_real_2: 0.2605480729387357 (+0.037261404670201864) | > avg_loss_disc_real_3: 0.2535664685643636 (+0.000751232871642471) | > avg_loss_disc_real_4: 0.2450433178589894 (+0.013193783278648646) | > avg_loss_disc_real_5: 0.2909084953940832 (+0.081587810929005) | > avg_loss_0: 2.4374851630284238 (+0.0679132479887743) | > avg_loss_gen: 2.532105977718646 (+0.24148313815777023) | > avg_loss_kl: 2.5026096609922557 (+0.044593325028052355) | > avg_loss_feat: 6.657460047648503 (-0.5392398467430697) | > avg_loss_mel: 18.118017416733963 (-0.9905704718369677) | > avg_loss_duration: 2.2864640400959897 (-0.018959586436932074) | > avg_loss_1: 32.09665709275467 (-1.2626939920278488)  > EPOCH: 311/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:39:12)   --> TIME: 2024-06-11 04:39:20 -- STEP: 19/330 -- GLOBAL_STEP: 190650 | > loss_disc: 2.3218560218811035 (2.336321190783852) | > loss_disc_real_0: 0.12391746044158936 (0.10475623176286095) | > loss_disc_real_1: 0.20095451176166534 (0.2018519287046633) | > loss_disc_real_2: 0.18964730203151703 (0.21678595480165982) | > loss_disc_real_3: 0.22831638157367706 (0.23652003078084244) | > loss_disc_real_4: 0.20388755202293396 (0.22992895308293795) | > loss_disc_real_5: 0.2102764993906021 (0.22313769161701202) | > loss_0: 2.3218560218811035 (2.336321190783852) | > grad_norm_0: tensor(8.7422, device='cuda:0') (tensor(12.6424, device='cuda:0')) | > loss_gen: 2.5493273735046387 (2.510501321993376) | > loss_kl: 1.833094596862793 (1.896033381160937) | > loss_feat: 7.642399787902832 (6.907157998335989) | > loss_mel: 18.03180694580078 (18.508387515419408) | > loss_duration: 2.05684232711792 (2.1407868736668636) | > loss_1: 32.11347198486328 (31.962866933722246) | > grad_norm_1: tensor(103.8533, device='cuda:0') (tensor(124.6201, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3651 (0.3639821002357884) | > loader_time: 0.0037 (0.003449414905748869)  --> TIME: 2024-06-11 04:39:30 -- STEP: 44/330 -- GLOBAL_STEP: 190675 | > loss_disc: 2.338878631591797 (2.3198335170745854) | > loss_disc_real_0: 0.11533869802951813 (0.10918989032506943) | > loss_disc_real_1: 0.25541409850120544 (0.2004918293519454) | > loss_disc_real_2: 0.23496423661708832 (0.2145386446606029) | > loss_disc_real_3: 0.23863641917705536 (0.2301000136543404) | > loss_disc_real_4: 0.2152198702096939 (0.22594073922796684) | > loss_disc_real_5: 0.22641505300998688 (0.21725956723093987) | > loss_0: 2.338878631591797 (2.3198335170745854) | > grad_norm_0: tensor(4.9122, device='cuda:0') (tensor(10.0508, device='cuda:0')) | > loss_gen: 2.5394513607025146 (2.514124436811967) | > loss_kl: 1.9213392734527588 (1.8908531963825226) | > loss_feat: 6.876847743988037 (7.112006263299421) | > loss_mel: 19.09271812438965 (18.58354330062866) | > loss_duration: 1.9638665914535522 (2.076672342690554) | > loss_1: 32.394222259521484 (32.177199277010835) | > grad_norm_1: tensor(52.0822, device='cuda:0') (tensor(107.5747, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3737 (0.36582634123888885) | > loader_time: 0.0035 (0.0035647153854370117)  --> TIME: 2024-06-11 04:39:39 -- STEP: 69/330 -- GLOBAL_STEP: 190700 | > loss_disc: 2.217761516571045 (2.3252471115278164) | > loss_disc_real_0: 0.09652657061815262 (0.11185506612494373) | > loss_disc_real_1: 0.19214318692684174 (0.19887257486149887) | > loss_disc_real_2: 0.19418305158615112 (0.21374189680901126) | > loss_disc_real_3: 0.23316256701946259 (0.22857858024645542) | > loss_disc_real_4: 0.23568205535411835 (0.22679872011792832) | > loss_disc_real_5: 0.23661211133003235 (0.21843897670075513) | > loss_0: 2.217761516571045 (2.3252471115278164) | > grad_norm_0: tensor(40.4895, device='cuda:0') (tensor(12.3557, device='cuda:0')) | > loss_gen: 2.7922489643096924 (2.5043850670690113) | > loss_kl: 1.9303250312805176 (1.8790932997413303) | > loss_feat: 7.522751331329346 (7.13441628995149) | > loss_mel: 17.897125244140625 (18.520941775778066) | > loss_duration: 1.992999792098999 (2.0528792764829547) | > loss_1: 32.13544845581055 (32.09171555007713) | > grad_norm_1: tensor(240.6767, device='cuda:0') (tensor(141.3399, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3741 (0.36687482612720435) | > loader_time: 0.0042 (0.003652676292087721)  --> TIME: 2024-06-11 04:39:48 -- STEP: 94/330 -- GLOBAL_STEP: 190725 | > loss_disc: 2.257101535797119 (2.321284458992328) | > loss_disc_real_0: 0.07980066537857056 (0.1110988421008942) | > loss_disc_real_1: 0.19864249229431152 (0.19932137080963622) | > loss_disc_real_2: 0.1693534106016159 (0.2125460185269092) | > loss_disc_real_3: 0.21996980905532837 (0.22796830455673503) | > loss_disc_real_4: 0.20127873122692108 (0.22581921834894952) | > loss_disc_real_5: 0.18644997477531433 (0.21748252751979422) | > loss_0: 2.257101535797119 (2.321284458992328) | > grad_norm_0: tensor(21.5068, device='cuda:0') (tensor(15.7666, device='cuda:0')) | > loss_gen: 2.6403703689575195 (2.5151031397758636) | > loss_kl: 1.7411868572235107 (1.8820511977723304) | > loss_feat: 7.805052280426025 (7.161474851851768) | > loss_mel: 19.00353240966797 (18.467059155727952) | > loss_duration: 2.046595573425293 (2.045525179264393) | > loss_1: 33.23673629760742 (32.07121345844675) | > grad_norm_1: tensor(414.7710, device='cuda:0') (tensor(175.5102, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3616 (0.36662172763905626) | > loader_time: 0.0038 (0.0036969971149525744)  --> TIME: 2024-06-11 04:39:58 -- STEP: 119/330 -- GLOBAL_STEP: 190750 | > loss_disc: 2.23078989982605 (2.3200368280170345) | > loss_disc_real_0: 0.14345866441726685 (0.1120157316327095) | > loss_disc_real_1: 0.21803131699562073 (0.1981589890578214) | > loss_disc_real_2: 0.17324276268482208 (0.21320175498473545) | > loss_disc_real_3: 0.23601967096328735 (0.22789224919651738) | > loss_disc_real_4: 0.22835157811641693 (0.22666880500917674) | > loss_disc_real_5: 0.22415903210639954 (0.21722206360652668) | > loss_0: 2.23078989982605 (2.3200368280170345) | > grad_norm_0: tensor(5.6730, device='cuda:0') (tensor(16.0928, device='cuda:0')) | > loss_gen: 2.684429883956909 (2.5227950300489144) | > loss_kl: 1.7397704124450684 (1.8764010998381286) | > loss_feat: 7.761421203613281 (7.212811301736271) | > loss_mel: 19.042911529541016 (18.481215036215893) | > loss_duration: 2.0220320224761963 (2.044072297440859) | > loss_1: 33.25056457519531 (32.137294785315255) | > grad_norm_1: tensor(270.2577, device='cuda:0') (tensor(180.7407, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3722 (0.366351354021986) | > loader_time: 0.0043 (0.003796649580242253)  --> TIME: 2024-06-11 04:40:07 -- STEP: 144/330 -- GLOBAL_STEP: 190775 | > loss_disc: 2.4110965728759766 (2.3208910872538886) | > loss_disc_real_0: 0.12095721065998077 (0.11328531336039305) | > loss_disc_real_1: 0.1809820681810379 (0.19796528615471393) | > loss_disc_real_2: 0.2392835021018982 (0.21336796590023568) | > loss_disc_real_3: 0.23931103944778442 (0.22751341025448507) | > loss_disc_real_4: 0.23555542528629303 (0.2255725832656026) | > loss_disc_real_5: 0.22990655899047852 (0.21592118073668742) | > loss_0: 2.4110965728759766 (2.3208910872538886) | > grad_norm_0: tensor(32.4761, device='cuda:0') (tensor(16.0305, device='cuda:0')) | > loss_gen: 2.627366304397583 (2.5196070306830927) | > loss_kl: 1.9140362739562988 (1.8662935230467055) | > loss_feat: 7.791672706604004 (7.213278429375754) | > loss_mel: 18.13287353515625 (18.459667828347943) | > loss_duration: 2.033200979232788 (2.04622767534521) | > loss_1: 32.499149322509766 (32.10507453812494) | > grad_norm_1: tensor(304.3600, device='cuda:0') (tensor(185.7156, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3702 (0.36726639337009853) | > loader_time: 0.0042 (0.0038856251372231376)  --> TIME: 2024-06-11 04:40:17 -- STEP: 169/330 -- GLOBAL_STEP: 190800 | > loss_disc: 2.1986136436462402 (2.323946504197882) | > loss_disc_real_0: 0.07929198443889618 (0.11341986941868032) | > loss_disc_real_1: 0.1625891923904419 (0.1988917823726609) | > loss_disc_real_2: 0.19375579059123993 (0.21367645986686798) | > loss_disc_real_3: 0.1899709552526474 (0.22745541602196778) | > loss_disc_real_4: 0.20056894421577454 (0.22529006180678599) | > loss_disc_real_5: 0.18447579443454742 (0.21601972645203743) | > loss_0: 2.1986136436462402 (2.323946504197882) | > grad_norm_0: tensor(27.2803, device='cuda:0') (tensor(16.9037, device='cuda:0')) | > loss_gen: 2.6907384395599365 (2.5198003032503746) | > loss_kl: 1.865373969078064 (1.8675815156225621) | > loss_feat: 8.188365936279297 (7.214772337287135) | > loss_mel: 18.63560676574707 (18.443361101771234) | > loss_duration: 2.0925350189208984 (2.0494896434467926) | > loss_1: 33.472618103027344 (32.09500483225083) | > grad_norm_1: tensor(408.6477, device='cuda:0') (tensor(194.5106, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.3791 (0.3697893661860178) | > loader_time: 0.0044 (0.004007460802969848)  --> TIME: 2024-06-11 04:40:27 -- STEP: 194/330 -- GLOBAL_STEP: 190825 | > loss_disc: 2.391007900238037 (2.329914075812113) | > loss_disc_real_0: 0.13307833671569824 (0.11576859384160681) | > loss_disc_real_1: 0.21436981856822968 (0.19943631663150393) | > loss_disc_real_2: 0.2093336135149002 (0.21465451308746927) | > loss_disc_real_3: 0.2456878274679184 (0.22748460997011244) | > loss_disc_real_4: 0.23442456126213074 (0.2251468301587498) | > loss_disc_real_5: 0.17608800530433655 (0.21618972058148728) | > loss_0: 2.391007900238037 (2.329914075812113) | > grad_norm_0: tensor(26.3391, device='cuda:0') (tensor(19.2707, device='cuda:0')) | > loss_gen: 2.4444620609283447 (2.5201263968477545) | > loss_kl: 1.9293168783187866 (1.864699745301119) | > loss_feat: 7.567385673522949 (7.2079501078300865) | > loss_mel: 18.71280860900879 (18.431301726508366) | > loss_duration: 2.0690231323242188 (2.0554411595629665) | > loss_1: 32.72299575805664 (32.0795190850484) | > grad_norm_1: tensor(128.7995, device='cuda:0') (tensor(207.4120, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.399 (0.37337205827850656) | > loader_time: 0.005 (0.004148485734290684)  --> TIME: 2024-06-11 04:40:38 -- STEP: 219/330 -- GLOBAL_STEP: 190850 | > loss_disc: 2.3017446994781494 (2.329677462033485) | > loss_disc_real_0: 0.08191347122192383 (0.11545244087231214) | > loss_disc_real_1: 0.21724486351013184 (0.19887282770790465) | > loss_disc_real_2: 0.2140682339668274 (0.21431506061118488) | > loss_disc_real_3: 0.2252267450094223 (0.22737811315277395) | > loss_disc_real_4: 0.2624660134315491 (0.22537110861577944) | > loss_disc_real_5: 0.2148647904396057 (0.216816523031557) | > loss_0: 2.3017446994781494 (2.329677462033485) | > grad_norm_0: tensor(33.4574, device='cuda:0') (tensor(20.8908, device='cuda:0')) | > loss_gen: 2.6786530017852783 (2.5248905708800713) | > loss_kl: 1.9614108800888062 (1.869468682432828) | > loss_feat: 8.741640090942383 (7.227223679355291) | > loss_mel: 18.903095245361328 (18.403174169531685) | > loss_duration: 2.1370818614959717 (2.061581348175329) | > loss_1: 34.421878814697266 (32.086338409005755) | > grad_norm_1: tensor(410.5804, device='cuda:0') (tensor(219.6883, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.4068 (0.3775631064149343) | > loader_time: 0.0051 (0.0043094484773400716)  --> TIME: 2024-06-11 04:40:48 -- STEP: 244/330 -- GLOBAL_STEP: 190875 | > loss_disc: 2.322385787963867 (2.328625084923916) | > loss_disc_real_0: 0.09754611551761627 (0.1157420133164183) | > loss_disc_real_1: 0.20682689547538757 (0.19878356745008563) | > loss_disc_real_2: 0.1876326948404312 (0.21415942131740148) | > loss_disc_real_3: 0.23544584214687347 (0.2268743478983152) | > loss_disc_real_4: 0.23697933554649353 (0.22520584185592463) | > loss_disc_real_5: 0.25194650888442993 (0.21681811416246852) | > loss_0: 2.322385787963867 (2.328625084923916) | > grad_norm_0: tensor(27.5024, device='cuda:0') (tensor(21.5996, device='cuda:0')) | > loss_gen: 2.540375232696533 (2.523037027140133) | > loss_kl: 1.8658602237701416 (1.8693253993988037) | > loss_feat: 7.014223098754883 (7.227018926964432) | > loss_mel: 17.65555191040039 (18.370646664353657) | > loss_duration: 2.0755205154418945 (2.069566328017439) | > loss_1: 31.151531219482422 (32.059594334148954) | > grad_norm_1: tensor(490.1606, device='cuda:0') (tensor(230.5181, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.448 (0.3819011459585096) | > loader_time: 0.0055 (0.004451851375767442)  --> TIME: 2024-06-11 04:40:59 -- STEP: 269/330 -- GLOBAL_STEP: 190900 | > loss_disc: 2.186321258544922 (2.329737639338554) | > loss_disc_real_0: 0.14747481048107147 (0.11643472801353852) | > loss_disc_real_1: 0.19635096192359924 (0.19915153717684483) | > loss_disc_real_2: 0.22512778639793396 (0.21410107679083448) | > loss_disc_real_3: 0.2442130595445633 (0.22710169275675565) | > loss_disc_real_4: 0.2229059338569641 (0.22533297200849953) | > loss_disc_real_5: 0.1848505139350891 (0.21676369515493457) | > loss_0: 2.186321258544922 (2.329737639338554) | > grad_norm_0: tensor(46.1868, device='cuda:0') (tensor(21.7199, device='cuda:0')) | > loss_gen: 2.693929672241211 (2.5221935958224164) | > loss_kl: 1.868229866027832 (1.8747936270050842) | > loss_feat: 7.289587497711182 (7.246491565137105) | > loss_mel: 17.9422664642334 (18.355869888816173) | > loss_duration: 2.1693990230560303 (2.076387579113135) | > loss_1: 31.96341323852539 (32.075736262098104) | > grad_norm_1: tensor(328.5196, device='cuda:0') (tensor(233.6558, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.4325 (0.38662097179313587) | > loader_time: 0.0066 (0.0045950200034783235)  --> TIME: 2024-06-11 04:41:11 -- STEP: 294/330 -- GLOBAL_STEP: 190925 | > loss_disc: 2.554938554763794 (2.3334499751629463) | > loss_disc_real_0: 0.15498320758342743 (0.11686563565313411) | > loss_disc_real_1: 0.16649074852466583 (0.19942552236472677) | > loss_disc_real_2: 0.18427954614162445 (0.21433751943971027) | > loss_disc_real_3: 0.20614288747310638 (0.2269859999215522) | > loss_disc_real_4: 0.2129220962524414 (0.22527827971241096) | > loss_disc_real_5: 0.24273864924907684 (0.216923432538704) | > loss_0: 2.554938554763794 (2.3334499751629463) | > grad_norm_0: tensor(15.0876, device='cuda:0') (tensor(23.4217, device='cuda:0')) | > loss_gen: 2.508233070373535 (2.5218224606546413) | > loss_kl: 1.8981057405471802 (1.8763344093244902) | > loss_feat: 7.370126724243164 (7.250543355941775) | > loss_mel: 18.21306800842285 (18.308145983689492) | > loss_duration: 2.2090096473693848 (2.085676275953954) | > loss_1: 32.198543548583984 (32.04252249529571) | > grad_norm_1: tensor(368.3143, device='cuda:0') (tensor(250.0799, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.4517 (0.3917869142934579) | > loader_time: 0.0084 (0.004776650545548419)  --> TIME: 2024-06-11 04:41:24 -- STEP: 319/330 -- GLOBAL_STEP: 190950 | > loss_disc: 2.4004616737365723 (2.3387317433252606) | > loss_disc_real_0: 0.10868146270513535 (0.11889071592062618) | > loss_disc_real_1: 0.2400362491607666 (0.20014541290209964) | > loss_disc_real_2: 0.2135893702507019 (0.2144780827446791) | > loss_disc_real_3: 0.2679809331893921 (0.2272461639209227) | > loss_disc_real_4: 0.288211464881897 (0.22596153336632582) | > loss_disc_real_5: 0.24025537073612213 (0.21740325631392787) | > loss_0: 2.4004616737365723 (2.3387317433252606) | > grad_norm_0: tensor(21.3443, device='cuda:0') (tensor(24.8813, device='cuda:0')) | > loss_gen: 2.3984215259552 (2.521863971010645) | > loss_kl: 2.0166807174682617 (1.87951350585794) | > loss_feat: 8.681380271911621 (7.280418381048223) | > loss_mel: 17.31513214111328 (18.2531778042593) | > loss_duration: 2.270278215408325 (2.0989770829490735) | > loss_1: 32.68189239501953 (32.03395074587256) | > grad_norm_1: tensor(405.8010, device='cuda:0') (tensor(259.3808, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.5697 (0.4025439251926625) | > loader_time: 0.0091 (0.004988549271347382)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.715179443359375 (2.715179443359375) | > loss_disc_real_0: 0.16938021779060364 (0.16938021779060364) | > loss_disc_real_1: 0.2172684222459793 (0.2172684222459793) | > loss_disc_real_2: 0.26084673404693604 (0.26084673404693604) | > loss_disc_real_3: 0.3314564526081085 (0.3314564526081085) | > loss_disc_real_4: 0.22950436174869537 (0.22950436174869537) | > loss_disc_real_5: 0.2508143484592438 (0.2508143484592438) | > loss_0: 2.715179443359375 (2.715179443359375) | > loss_gen: 2.2284698486328125 (2.2284698486328125) | > loss_kl: 2.1979029178619385 (2.1979029178619385) | > loss_feat: 4.011138916015625 (4.011138916015625) | > loss_mel: 14.399332046508789 (14.399332046508789) | > loss_duration: 2.9289355278015137 (2.9289355278015137) | > loss_1: 25.765779495239258 (25.765779495239258)  --> STEP: 1 | > loss_disc: 2.402761220932007 (2.402761220932007) | > loss_disc_real_0: 0.05231114849448204 (0.05231114849448204) | > loss_disc_real_1: 0.17270934581756592 (0.17270934581756592) | > loss_disc_real_2: 0.213985413312912 (0.213985413312912) | > loss_disc_real_3: 0.26079872250556946 (0.26079872250556946) | > loss_disc_real_4: 0.268891304731369 (0.268891304731369) | > loss_disc_real_5: 0.24984383583068848 (0.24984383583068848) | > loss_0: 2.402761220932007 (2.402761220932007) | > loss_gen: 2.2303483486175537 (2.2303483486175537) | > loss_kl: 1.3330533504486084 (1.3330533504486084) | > loss_feat: 7.7909135818481445 (7.7909135818481445) | > loss_mel: 19.17173194885254 (19.17173194885254) | > loss_duration: 2.4098868370056152 (2.4098868370056152) | > loss_1: 32.935935974121094 (32.935935974121094)  --> STEP: 2 | > loss_disc: 2.3438618183135986 (2.3733115196228027) | > loss_disc_real_0: 0.04767529293894768 (0.04999322071671486) | > loss_disc_real_1: 0.23393003642559052 (0.20331969112157822) | > loss_disc_real_2: 0.23151107132434845 (0.22274824231863022) | > loss_disc_real_3: 0.3383634090423584 (0.29958106577396393) | > loss_disc_real_4: 0.28772833943367004 (0.27830982208251953) | > loss_disc_real_5: 0.3158497214317322 (0.2828467786312103) | > loss_0: 2.3438618183135986 (2.3733115196228027) | > loss_gen: 2.6286654472351074 (2.4295068979263306) | > loss_kl: 2.4309895038604736 (1.882021427154541) | > loss_feat: 5.8248724937438965 (6.8078930377960205) | > loss_mel: 18.062997817993164 (18.61736488342285) | > loss_duration: 2.403231143951416 (2.4065589904785156) | > loss_1: 31.35075569152832 (32.14334583282471)  --> STEP: 3 | > loss_disc: 2.4286203384399414 (2.391747792561849) | > loss_disc_real_0: 0.07162575423717499 (0.057204065223534904) | > loss_disc_real_1: 0.2676716446876526 (0.22477034231026968) | > loss_disc_real_2: 0.14541715383529663 (0.1969712128241857) | > loss_disc_real_3: 0.2678792178630829 (0.2890137831370036) | > loss_disc_real_4: 0.26295965909957886 (0.273193101088206) | > loss_disc_real_5: 0.20122066140174866 (0.25563807288805646) | > loss_0: 2.4286203384399414 (2.391747792561849) | > loss_gen: 2.2169487476348877 (2.358654181162516) | > loss_kl: 2.6494126319885254 (2.1378184954325357) | > loss_feat: 6.609971046447754 (6.741919040679932) | > loss_mel: 19.306772232055664 (18.84716733296712) | > loss_duration: 2.2606148719787598 (2.357910950978597) | > loss_1: 33.04372024536133 (32.44347063700358)  --> STEP: 4 | > loss_disc: 2.2928590774536133 (2.36702561378479) | > loss_disc_real_0: 0.09166460484266281 (0.06581920012831688) | > loss_disc_real_1: 0.15693484246730804 (0.20781146734952927) | > loss_disc_real_2: 0.24638055264949799 (0.20932354778051376) | > loss_disc_real_3: 0.25329214334487915 (0.2800833731889725) | > loss_disc_real_4: 0.1705716997385025 (0.2475377507507801) | > loss_disc_real_5: 0.1690082997083664 (0.23398062959313393) | > loss_0: 2.2928590774536133 (2.36702561378479) | > loss_gen: 2.335900068283081 (2.3529656529426575) | > loss_kl: 2.592129945755005 (2.251396358013153) | > loss_feat: 7.592469692230225 (6.954556703567505) | > loss_mel: 18.05980682373047 (18.65032720565796) | > loss_duration: 2.2888364791870117 (2.3406423330307007) | > loss_1: 32.869144439697266 (32.549889087677)  --> STEP: 5 | > loss_disc: 2.458495616912842 (2.3853196144104003) | > loss_disc_real_0: 0.13774573802947998 (0.0802045077085495) | > loss_disc_real_1: 0.24452997744083405 (0.21515516936779022) | > loss_disc_real_2: 0.2385774552822113 (0.21517432928085328) | > loss_disc_real_3: 0.24765713512897491 (0.27359812557697294) | > loss_disc_real_4: 0.2304452508687973 (0.24411925077438354) | > loss_disc_real_5: 0.19607137143611908 (0.22639877796173097) | > loss_0: 2.458495616912842 (2.3853196144104003) | > loss_gen: 2.5040340423583984 (2.3831793308258056) | > loss_kl: 2.066059112548828 (2.214328908920288) | > loss_feat: 6.644432067871094 (6.892531776428223) | > loss_mel: 17.412303924560547 (18.402722549438476) | > loss_duration: 2.3151421546936035 (2.3355422973632813) | > loss_1: 30.941970825195312 (32.228305435180665)  --> STEP: 6 | > loss_disc: 2.516458034515381 (2.4071760177612305) | > loss_disc_real_0: 0.13651324808597565 (0.08958929777145386) | > loss_disc_real_1: 0.23255610466003418 (0.21805532524983087) | > loss_disc_real_2: 0.2536543309688568 (0.22158766289552054) | > loss_disc_real_3: 0.257149875164032 (0.27085675050814945) | > loss_disc_real_4: 0.2218327671289444 (0.24040483683347702) | > loss_disc_real_5: 0.19207926094532013 (0.22067885845899582) | > loss_0: 2.516458034515381 (2.4071760177612305) | > loss_gen: 2.5022847652435303 (2.4030302365620932) | > loss_kl: 3.0600411891937256 (2.355280955632528) | > loss_feat: 6.57604455947876 (6.8397839069366455) | > loss_mel: 19.061344146728516 (18.512492815653484) | > loss_duration: 2.1456851959228516 (2.3038994471232095) | > loss_1: 33.34539794921875 (32.414487520853676)  --> STEP: 7 | > loss_disc: 2.4501235485076904 (2.413311379296439) | > loss_disc_real_0: 0.14674246311187744 (0.09775403567722865) | > loss_disc_real_1: 0.21769092977046967 (0.21800326875277928) | > loss_disc_real_2: 0.2376512736082077 (0.2238824644259044) | > loss_disc_real_3: 0.3155812621116638 (0.2772459664515087) | > loss_disc_real_4: 0.24023981392383575 (0.2403812621320997) | > loss_disc_real_5: 0.2314813733100891 (0.22222207486629486) | > loss_0: 2.4501235485076904 (2.413311379296439) | > loss_gen: 2.478971242904663 (2.413878951753889) | > loss_kl: 3.2590487003326416 (2.4843906334468295) | > loss_feat: 7.459247589111328 (6.928278718675886) | > loss_mel: 18.256025314331055 (18.47585460117885) | > loss_duration: 2.4968690872192383 (2.3314665385654996) | > loss_1: 33.95016098022461 (32.63386944362095)  --> STEP: 8 | > loss_disc: 2.4145514965057373 (2.4134663939476013) | > loss_disc_real_0: 0.1250271201133728 (0.10116317123174667) | > loss_disc_real_1: 0.18883182108402252 (0.21435683779418468) | > loss_disc_real_2: 0.2170831710100174 (0.22303255274891853) | > loss_disc_real_3: 0.22439229488372803 (0.2706392575055361) | > loss_disc_real_4: 0.20730170607566833 (0.23624631762504578) | > loss_disc_real_5: 0.18100447952747345 (0.21706987544894218) | > loss_0: 2.4145514965057373 (2.4134663939476013) | > loss_gen: 2.1689188480377197 (2.3832589387893677) | > loss_kl: 2.2972464561462402 (2.460997611284256) | > loss_feat: 7.467593669891357 (6.99569308757782) | > loss_mel: 19.00936508178711 (18.542543411254883) | > loss_duration: 2.2105727195739746 (2.316354811191559) | > loss_1: 33.15369415283203 (32.69884753227234)  --> STEP: 9 | > loss_disc: 2.1465775966644287 (2.38381208313836) | > loss_disc_real_0: 0.202132910490036 (0.11238203114933437) | > loss_disc_real_1: 0.16693228483200073 (0.2090874430206087) | > loss_disc_real_2: 0.17104777693748474 (0.2172564665476481) | > loss_disc_real_3: 0.2618058919906616 (0.2696577724483278) | > loss_disc_real_4: 0.17763571441173553 (0.2297340283791224) | > loss_disc_real_5: 0.17356909811496735 (0.2122364557451672) | > loss_0: 2.1465775966644287 (2.38381208313836) | > loss_gen: 2.6870534420013428 (2.4170138835906982) | > loss_kl: 2.2348575592041016 (2.4358709388309054) | > loss_feat: 8.855533599853516 (7.2023420333862305) | > loss_mel: 19.540729522705078 (18.653452979193794) | > loss_duration: 2.1192057132720947 (2.294449355867174) | > loss_1: 35.4373779296875 (33.00312868754069)  --> STEP: 10 | > loss_disc: 2.4148852825164795 (2.386919403076172) | > loss_disc_real_0: 0.1504521667957306 (0.116189044713974) | > loss_disc_real_1: 0.24331681430339813 (0.21251038014888762) | > loss_disc_real_2: 0.25567853450775146 (0.22109867334365846) | > loss_disc_real_3: 0.2736555337905884 (0.2700575485825539) | > loss_disc_real_4: 0.22158028185367584 (0.22891865372657777) | > loss_disc_real_5: 0.22184927761554718 (0.2131977379322052) | > loss_0: 2.4148852825164795 (2.386919403076172) | > loss_gen: 2.57905650138855 (2.4332181453704833) | > loss_kl: 2.68927001953125 (2.46121084690094) | > loss_feat: 7.039019584655762 (7.186009788513184) | > loss_mel: 19.52212905883789 (18.7403205871582) | > loss_duration: 2.265166759490967 (2.291521096229553) | > loss_1: 34.094642639160156 (33.11228008270264)  --> STEP: 11 | > loss_disc: 2.4765591621398926 (2.395068472081965) | > loss_disc_real_0: 0.1172812283039093 (0.11628833413124084) | > loss_disc_real_1: 0.19684629142284393 (0.21108637208288367) | > loss_disc_real_2: 0.32143905758857727 (0.23022052645683289) | > loss_disc_real_3: 0.20669113099575043 (0.2642969651655717) | > loss_disc_real_4: 0.23936648666858673 (0.22986845672130585) | > loss_disc_real_5: 0.22556118667125702 (0.21432168781757355) | > loss_0: 2.4765591621398926 (2.395068472081965) | > loss_gen: 2.4332733154296875 (2.433223160830411) | > loss_kl: 3.2835326194763184 (2.53596737168052) | > loss_feat: 6.840267181396484 (7.154578642411665) | > loss_mel: 18.792076110839844 (18.745025634765625) | > loss_duration: 2.419995069503784 (2.3032005483453926) | > loss_1: 33.76914596557617 (33.17199516296387)  --> STEP: 12 | > loss_disc: 2.582458972930908 (2.41068434715271) | > loss_disc_real_0: 0.12478451430797577 (0.11699634914596875) | > loss_disc_real_1: 0.2876673936843872 (0.21746812388300896) | > loss_disc_real_2: 0.2221776247024536 (0.22955028464396796) | > loss_disc_real_3: 0.29696279764175415 (0.2670191178719203) | > loss_disc_real_4: 0.25176188349723816 (0.23169290895263353) | > loss_disc_real_5: 0.22958803176879883 (0.21559388314684233) | > loss_0: 2.582458972930908 (2.41068434715271) | > loss_gen: 2.4607791900634766 (2.435519496599833) | > loss_kl: 2.560145139694214 (2.537982185681661) | > loss_feat: 6.393914222717285 (7.091189940770467) | > loss_mel: 18.66304588317871 (18.73819398880005) | > loss_duration: 2.2678589820861816 (2.3002554178237915) | > loss_1: 32.34574508666992 (33.10314098993937)  --> STEP: 13 | > loss_disc: 2.454587697982788 (2.414061527985793) | > loss_disc_real_0: 0.09440875053405762 (0.11525884156043713) | > loss_disc_real_1: 0.22164975106716156 (0.21778978751255915) | > loss_disc_real_2: 0.22409464418888092 (0.22913061999357665) | > loss_disc_real_3: 0.3684011697769165 (0.27481773724922764) | > loss_disc_real_4: 0.2929791808128357 (0.23640723755726448) | > loss_disc_real_5: 0.26579707860946655 (0.21945566741319802) | > loss_0: 2.454587697982788 (2.414061527985793) | > loss_gen: 2.5024304389953613 (2.44066649216872) | > loss_kl: 2.2740468978881836 (2.5176794712360087) | > loss_feat: 8.0626859664917 (7.165920404287485) | > loss_mel: 18.61910057067871 (18.729032956636868) | > loss_duration: 2.122584342956543 (2.2865884120647726) | > loss_1: 33.580848693847656 (33.13988773639385)  --> STEP: 14 | > loss_disc: 2.286752939224243 (2.404968057359968) | > loss_disc_real_0: 0.18137440085411072 (0.11998138150998525) | > loss_disc_real_1: 0.16274003684520721 (0.21385766246489116) | > loss_disc_real_2: 0.18755221366882324 (0.22616073382752283) | > loss_disc_real_3: 0.1699366718530655 (0.2673262325780732) | > loss_disc_real_4: 0.20110845565795898 (0.23388589599302836) | > loss_disc_real_5: 0.15167038142681122 (0.21461386127131327) | > loss_0: 2.286752939224243 (2.404968057359968) | > loss_gen: 2.1797266006469727 (2.4220279284885953) | > loss_kl: 3.227010726928711 (2.568345989499773) | > loss_feat: 7.967656135559082 (7.223187242235456) | > loss_mel: 20.219449996948242 (18.83549131665911) | > loss_duration: 2.3406949043273926 (2.290453161512102) | > loss_1: 35.93453598022461 (33.33950546809605)  --> STEP: 15 | > loss_disc: 2.4610934257507324 (2.408709748586019) | > loss_disc_real_0: 0.21265734732151031 (0.12615977923075358) | > loss_disc_real_1: 0.1999572068452835 (0.21293096542358397) | > loss_disc_real_2: 0.22348079085350037 (0.225982070962588) | > loss_disc_real_3: 0.206787571310997 (0.2632903218269348) | > loss_disc_real_4: 0.15557262301445007 (0.2286650111277898) | > loss_disc_real_5: 0.17018459737300873 (0.21165191034475964) | > loss_0: 2.4610934257507324 (2.408709748586019) | > loss_gen: 2.356837034225464 (2.417681868871053) | > loss_kl: 3.5197031497955322 (2.631769800186157) | > loss_feat: 6.641371250152588 (7.184399509429932) | > loss_mel: 20.016197204589844 (18.914205042521157) | > loss_duration: 2.3192498683929443 (2.292372941970825) | > loss_1: 34.85335922241211 (33.440429051717125)  --> STEP: 16 | > loss_disc: 2.589993715286255 (2.4200399965047836) | > loss_disc_real_0: 0.12840159237384796 (0.12629989255219698) | > loss_disc_real_1: 0.2820405066013336 (0.21725031174719334) | > loss_disc_real_2: 0.19132843613624573 (0.2238162187859416) | > loss_disc_real_3: 0.23631291091442108 (0.2616042336449027) | > loss_disc_real_4: 0.2384474128484726 (0.2292764112353325) | > loss_disc_real_5: 0.33044373989105225 (0.2190763996914029) | > loss_0: 2.589993715286255 (2.4200399965047836) | > loss_gen: 2.07930850982666 (2.3965335339307785) | > loss_kl: 2.7291133403778076 (2.6378537714481354) | > loss_feat: 5.107729911804199 (7.054607659578323) | > loss_mel: 15.693798065185547 (18.712929606437683) | > loss_duration: 2.348073959350586 (2.2958542555570602) | > loss_1: 27.958024978637695 (33.09777879714966)  --> STEP: 17 | > loss_disc: 2.3899760246276855 (2.4182715275708366) | > loss_disc_real_0: 0.16473539173603058 (0.12856080426889308) | > loss_disc_real_1: 0.16900601983070374 (0.21441241222269394) | > loss_disc_real_2: 0.21025486290454865 (0.22301849196938908) | > loss_disc_real_3: 0.3496897518634796 (0.2667857347165837) | > loss_disc_real_4: 0.2952308654785156 (0.23315608501434326) | > loss_disc_real_5: 0.29433968663215637 (0.22350365186438842) | > loss_0: 2.3899760246276855 (2.4182715275708366) | > loss_gen: 2.6708781719207764 (2.412671453812543) | > loss_kl: 2.06215238571167 (2.6039889840518726) | > loss_feat: 5.901711940765381 (6.986790264354033) | > loss_mel: 17.407785415649414 (18.636156418744257) | > loss_duration: 2.3567986488342285 (2.299439219867482) | > loss_1: 30.39932632446289 (32.93904629875632)  --> STEP: 18 | > loss_disc: 2.3241171836853027 (2.413040730688307) | > loss_disc_real_0: 0.061191171407699585 (0.12481804688771565) | > loss_disc_real_1: 0.18250131607055664 (0.2126395735475752) | > loss_disc_real_2: 0.23537009954452515 (0.22370469239022997) | > loss_disc_real_3: 0.2519877851009369 (0.2659636264046033) | > loss_disc_real_4: 0.24210231006145477 (0.23365309751696056) | > loss_disc_real_5: 0.23662802577018738 (0.2242327837480439) | > loss_0: 2.3241171836853027 (2.413040730688307) | > loss_gen: 2.449251413345337 (2.4147036737865872) | > loss_kl: 2.5071823596954346 (2.598610838254293) | > loss_feat: 7.403017997741699 (7.009914027320014) | > loss_mel: 16.863340377807617 (18.53766663869222) | > loss_duration: 2.1874334812164307 (2.293216678831312) | > loss_1: 31.41022491455078 (32.85411177741157)  --> STEP: 19 | > loss_disc: 2.6193230152130127 (2.4238976930317127) | > loss_disc_real_0: 0.22318364679813385 (0.1299951837251061) | > loss_disc_real_1: 0.2537229657173157 (0.2148018573459826) | > loss_disc_real_2: 0.22829978168010712 (0.22394653919496035) | > loss_disc_real_3: 0.2507171332836151 (0.2651611793982355) | > loss_disc_real_4: 0.21113631129264832 (0.23246800350515465) | > loss_disc_real_5: 0.21034611761569977 (0.2235019065831837) | > loss_0: 2.6193230152130127 (2.4238976930317127) | > loss_gen: 2.289010524749756 (2.4080882448899117) | > loss_kl: 1.95635986328125 (2.564808155360975) | > loss_feat: 5.579538822174072 (6.934631121786017) | > loss_mel: 14.818975448608398 (18.34194604974044) | > loss_duration: 2.287891387939453 (2.29293640036332) | > loss_1: 26.93177604675293 (32.542409896850586)  --> STEP: 20 | > loss_disc: 2.5272326469421387 (2.4290644407272337) | > loss_disc_real_0: 0.21953095495700836 (0.1344719722867012) | > loss_disc_real_1: 0.26656195521354675 (0.2173898622393608) | > loss_disc_real_2: 0.26126745343208313 (0.2258125849068165) | > loss_disc_real_3: 0.28055039048194885 (0.26593063995242117) | > loss_disc_real_4: 0.24677838385105133 (0.2331835225224495) | > loss_disc_real_5: 0.2259642481803894 (0.223625023663044) | > loss_0: 2.5272326469421387 (2.4290644407272337) | > loss_gen: 2.4894320964813232 (2.4121554374694822) | > loss_kl: 1.5981063842773438 (2.5164730668067934) | > loss_feat: 7.098121643066406 (6.942805647850037) | > loss_mel: 18.296131134033203 (18.339655303955077) | > loss_duration: 2.2870917320251465 (2.292644166946411) | > loss_1: 31.768882751464844 (32.5037335395813)  --> STEP: 21 | > loss_disc: 2.5992074012756348 (2.437166486467634) | > loss_disc_real_0: 0.06424497067928314 (0.13112782935301462) | > loss_disc_real_1: 0.24599285423755646 (0.21875190947737014) | > loss_disc_real_2: 0.224675714969635 (0.22575844824314117) | > loss_disc_real_3: 0.30812007188796997 (0.26793966052078066) | > loss_disc_real_4: 0.27317655086517334 (0.2350879524435316) | > loss_disc_real_5: 0.36207208037376404 (0.23021774064926875) | > loss_0: 2.5992074012756348 (2.437166486467634) | > loss_gen: 2.215416431427002 (2.4027869133722213) | > loss_kl: 2.468684673309326 (2.5141974290211997) | > loss_feat: 4.624917984008789 (6.8324300448099775) | > loss_mel: 15.4915771484375 (18.204032534644718) | > loss_duration: 2.1511762142181396 (2.2859075977688743) | > loss_1: 26.951772689819336 (32.2393544514974)  --> STEP: 22 | > loss_disc: 2.0068840980529785 (2.41760819608515) | > loss_disc_real_0: 0.10026995837688446 (0.1297251988540996) | > loss_disc_real_1: 0.13100756704807281 (0.21476353027603842) | > loss_disc_real_2: 0.25740429759025574 (0.2271968959407373) | > loss_disc_real_3: 0.2597305178642273 (0.2675665176727555) | > loss_disc_real_4: 0.2261950671672821 (0.23468373038552023) | > loss_disc_real_5: 0.2207103669643402 (0.2297855872999538) | > loss_0: 2.0068840980529785 (2.41760819608515) | > loss_gen: 3.0345754623413086 (2.431504574688998) | > loss_kl: 1.8195545673370361 (2.482622753490101) | > loss_feat: 10.223088264465332 (6.98655087297613) | > loss_mel: 19.741336822509766 (18.273910002274945) | > loss_duration: 2.140319585800171 (2.279289960861206) | > loss_1: 36.9588737487793 (32.4538780559193)  --> STEP: 23 | > loss_disc: 2.3269171714782715 (2.413665108058764) | > loss_disc_real_0: 0.14294835925102234 (0.13030011887135712) | > loss_disc_real_1: 0.23150843381881714 (0.21549156956050708) | > loss_disc_real_2: 0.20177096128463745 (0.22609142052090686) | > loss_disc_real_3: 0.26374509930610657 (0.2674003690481186) | > loss_disc_real_4: 0.18242357671260834 (0.2324115497910458) | > loss_disc_real_5: 0.18757614493370056 (0.22795039415359497) | > loss_0: 2.3269171714782715 (2.413665108058764) | > loss_gen: 2.538954019546509 (2.4361762896828028) | > loss_kl: 2.4733150005340576 (2.4822180685789688) | > loss_feat: 8.163442611694336 (7.037720079007356) | > loss_mel: 18.341388702392578 (18.2768438588018) | > loss_duration: 2.3051743507385254 (2.2804153691167417) | > loss_1: 33.82227325439453 (32.51337349933126)  --> STEP: 24 | > loss_disc: 2.4816699028015137 (2.4164986411730456) | > loss_disc_real_0: 0.11333966255187988 (0.1295934331913789) | > loss_disc_real_1: 0.24137014150619507 (0.2165698433915774) | > loss_disc_real_2: 0.2291031777858734 (0.22621691040694714) | > loss_disc_real_3: 0.28850212693214417 (0.268279608959953) | > loss_disc_real_4: 0.2663716971874237 (0.23382655593256155) | > loss_disc_real_5: 0.20969516038894653 (0.22718975941340128) | > loss_0: 2.4816699028015137 (2.4164986411730456) | > loss_gen: 2.1695215702056885 (2.4250656763712564) | > loss_kl: 2.4934439659118652 (2.4826858143011727) | > loss_feat: 4.223857879638672 (6.920475820700328) | > loss_mel: 15.688142776489258 (18.168981313705444) | > loss_duration: 2.4551055431365967 (2.287694126367569) | > loss_1: 27.030071258544922 (32.28490257263183)  --> STEP: 25 | > loss_disc: 2.259965419769287 (2.410237312316895) | > loss_disc_real_0: 0.05807963013648987 (0.12673288106918335) | > loss_disc_real_1: 0.185171440243721 (0.21531390726566316) | > loss_disc_real_2: 0.2105475515127182 (0.22559013605117798) | > loss_disc_real_3: 0.2576206922531128 (0.2678532522916794) | > loss_disc_real_4: 0.2420499324798584 (0.23415549099445343) | > loss_disc_real_5: 0.22960221767425537 (0.22728625774383546) | > loss_0: 2.259965419769287 (2.410237312316895) | > loss_gen: 2.353224515914917 (2.422192029953003) | > loss_kl: 2.269512414932251 (2.474158878326416) | > loss_feat: 6.930201530456543 (6.920864849090576) | > loss_mel: 17.485719680786133 (18.14165084838867) | > loss_duration: 2.3324708938598633 (2.2894851970672607) | > loss_1: 31.37112808227539 (32.24835159301757)  --> STEP: 26 | > loss_disc: 2.629051685333252 (2.418653249740601) | > loss_disc_real_0: 0.11269603669643402 (0.12619300243946222) | > loss_disc_real_1: 0.25488877296447754 (0.21683601748484832) | > loss_disc_real_2: 0.23599721491336823 (0.22599040831510836) | > loss_disc_real_3: 0.2521595060825348 (0.26724964666825074) | > loss_disc_real_4: 0.26612401008605957 (0.23538504942105368) | > loss_disc_real_5: 0.1857483685016632 (0.2256886466191365) | > loss_0: 2.629051685333252 (2.418653249740601) | > loss_gen: 1.9495124816894531 (2.404012047327482) | > loss_kl: 2.417801856994629 (2.4719913005828857) | > loss_feat: 6.647234916687012 (6.910340620921208) | > loss_mel: 12.717841148376465 (17.933042783003586) | > loss_duration: 2.2613470554351807 (2.288402960850642) | > loss_1: 25.993738174438477 (32.007789538456834) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023215550642747143 (-0.00015591658078707238) | > avg_loss_disc: 2.418653249740601 (-0.018831913287822744) | > avg_loss_disc_real_0: 0.12619300243946222 (-0.027089808709346325) | > avg_loss_disc_real_1: 0.21683601748484832 (+0.012059329794003426) | > avg_loss_disc_real_2: 0.22599040831510836 (-0.03455766462362736) | > avg_loss_disc_real_3: 0.26724964666825074 (+0.01368317810388714) | > avg_loss_disc_real_4: 0.23538504942105368 (-0.009658268437935713) | > avg_loss_disc_real_5: 0.2256886466191365 (-0.06521984877494669) | > avg_loss_0: 2.418653249740601 (-0.018831913287822744) | > avg_loss_gen: 2.404012047327482 (-0.1280939303911639) | > avg_loss_kl: 2.4719913005828857 (-0.030618360409369938) | > avg_loss_feat: 6.910340620921208 (+0.2528805732727051) | > avg_loss_mel: 17.933042783003586 (-0.18497463373037704) | > avg_loss_duration: 2.288402960850642 (+0.0019389207546525178) | > avg_loss_1: 32.007789538456834 (-0.08886755429783477)  > EPOCH: 312/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:41:52)   --> TIME: 2024-06-11 04:41:58 -- STEP: 14/330 -- GLOBAL_STEP: 190975 | > loss_disc: 2.233206272125244 (2.319855042866298) | > loss_disc_real_0: 0.10335144400596619 (0.10439655876585416) | > loss_disc_real_1: 0.2000320851802826 (0.19931362675768988) | > loss_disc_real_2: 0.21139433979988098 (0.2111277292881693) | > loss_disc_real_3: 0.1963609904050827 (0.22693712264299393) | > loss_disc_real_4: 0.2031453400850296 (0.22265893646648952) | > loss_disc_real_5: 0.189574733376503 (0.21592707399811065) | > loss_0: 2.233206272125244 (2.319855042866298) | > grad_norm_0: tensor(20.1862, device='cuda:0') (tensor(12.2018, device='cuda:0')) | > loss_gen: 2.589937925338745 (2.51578836781638) | > loss_kl: 1.7253649234771729 (1.770028020654406) | > loss_feat: 7.692004203796387 (7.130435228347778) | > loss_mel: 18.615907669067383 (18.70361042022705) | > loss_duration: 2.0864710807800293 (2.1542394842420305) | > loss_1: 32.70968246459961 (32.27410084860666) | > grad_norm_1: tensor(283.0642, device='cuda:0') (tensor(171.4275, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.355 (0.34733785901750835) | > loader_time: 0.003 (0.0031400748661586215)  --> TIME: 2024-06-11 04:42:07 -- STEP: 39/330 -- GLOBAL_STEP: 191000 | > loss_disc: 2.3276748657226562 (2.3099448130680975) | > loss_disc_real_0: 0.08767435699701309 (0.10686115481150456) | > loss_disc_real_1: 0.20745252072811127 (0.19834407934775722) | > loss_disc_real_2: 0.2337145358324051 (0.21081721438811377) | > loss_disc_real_3: 0.21399086713790894 (0.22664719514357737) | > loss_disc_real_4: 0.20689350366592407 (0.22640617153583428) | > loss_disc_real_5: 0.18656912446022034 (0.21504992437668335) | > loss_0: 2.3276748657226562 (2.3099448130680975) | > grad_norm_0: tensor(14.6969, device='cuda:0') (tensor(11.4674, device='cuda:0')) | > loss_gen: 2.4557242393493652 (2.53551216614552) | > loss_kl: 1.7978453636169434 (1.7937084375283656) | > loss_feat: 7.712965488433838 (7.215022747333233) | > loss_mel: 18.23396110534668 (18.572806774041588) | > loss_duration: 2.0484237670898438 (2.0791350389138237) | > loss_1: 32.24892044067383 (32.1961849408272) | > grad_norm_1: tensor(199.3950, device='cuda:0') (tensor(150.1669, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3573 (0.3528598394149389) | > loader_time: 0.0046 (0.0032997803810315253) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_191000.pth  --> TIME: 2024-06-11 04:42:21 -- STEP: 64/330 -- GLOBAL_STEP: 191025 | > loss_disc: 2.2819974422454834 (2.306360099464655) | > loss_disc_real_0: 0.09107478708028793 (0.1083413913147524) | > loss_disc_real_1: 0.20243796706199646 (0.19760312512516975) | > loss_disc_real_2: 0.21926717460155487 (0.21157653722912073) | > loss_disc_real_3: 0.20308060944080353 (0.2270585943479091) | > loss_disc_real_4: 0.2164405882358551 (0.22513841441832483) | > loss_disc_real_5: 0.19401322305202484 (0.2136089215055108) | > loss_0: 2.2819974422454834 (2.306360099464655) | > grad_norm_0: tensor(17.9657, device='cuda:0') (tensor(11.2825, device='cuda:0')) | > loss_gen: 2.6247751712799072 (2.534559048712254) | > loss_kl: 1.7942523956298828 (1.8116983249783516) | > loss_feat: 8.315661430358887 (7.310579963028431) | > loss_mel: 18.612850189208984 (18.59495034813881) | > loss_duration: 2.0408153533935547 (2.054164147004485) | > loss_1: 33.38835144042969 (32.305951476097114) | > grad_norm_1: tensor(256.5533, device='cuda:0') (tensor(145.3780, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3723 (0.3583551459014416) | > loader_time: 0.0038 (0.0034136585891246796)  --> TIME: 2024-06-11 04:42:30 -- STEP: 89/330 -- GLOBAL_STEP: 191050 | > loss_disc: 2.4218404293060303 (2.3130540258429035) | > loss_disc_real_0: 0.12789735198020935 (0.10919758627253971) | > loss_disc_real_1: 0.18633697926998138 (0.19824157789182123) | > loss_disc_real_2: 0.2469554841518402 (0.21189930516012603) | > loss_disc_real_3: 0.22609712183475494 (0.2283002156554983) | > loss_disc_real_4: 0.21766652166843414 (0.22587804697202832) | > loss_disc_real_5: 0.22135090827941895 (0.21488356489813729) | > loss_0: 2.4218404293060303 (2.3130540258429035) | > grad_norm_0: tensor(9.4718, device='cuda:0') (tensor(12.2471, device='cuda:0')) | > loss_gen: 2.44187068939209 (2.532737070255065) | > loss_kl: 1.6955196857452393 (1.828703426243214) | > loss_feat: 6.657700538635254 (7.318360885877288) | > loss_mel: 18.149471282958984 (18.541480889481104) | > loss_duration: 2.0591461658477783 (2.0430744149711684) | > loss_1: 31.003707885742188 (32.264356441712124) | > grad_norm_1: tensor(137.7021, device='cuda:0') (tensor(156.3993, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3726 (0.35957817549116156) | > loader_time: 0.0037 (0.003552364499381419)  --> TIME: 2024-06-11 04:42:40 -- STEP: 114/330 -- GLOBAL_STEP: 191075 | > loss_disc: 2.368040084838867 (2.312200644560029) | > loss_disc_real_0: 0.10961948335170746 (0.11037829498711385) | > loss_disc_real_1: 0.21377739310264587 (0.19753106199858478) | > loss_disc_real_2: 0.2528271973133087 (0.21236313042933483) | > loss_disc_real_3: 0.24431748688220978 (0.22803827884950137) | > loss_disc_real_4: 0.23454630374908447 (0.22512387758807131) | > loss_disc_real_5: 0.21313300728797913 (0.21437939740063852) | > loss_0: 2.368040084838867 (2.312200644560029) | > grad_norm_0: tensor(19.8023, device='cuda:0') (tensor(13.4521, device='cuda:0')) | > loss_gen: 2.558997869491577 (2.5334664855087015) | > loss_kl: 1.9065245389938354 (1.8436327158359058) | > loss_feat: 7.201948165893555 (7.317212092249017) | > loss_mel: 18.628938674926758 (18.485197920548288) | > loss_duration: 2.0466532707214355 (2.041104351219377) | > loss_1: 32.34306335449219 (32.220613295571845) | > grad_norm_1: tensor(348.5710, device='cuda:0') (tensor(165.8319, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3573 (0.3643742946156284) | > loader_time: 0.0046 (0.0036549526348448637)  --> TIME: 2024-06-11 04:42:49 -- STEP: 139/330 -- GLOBAL_STEP: 191100 | > loss_disc: 2.3413782119750977 (2.315067431909576) | > loss_disc_real_0: 0.15094102919101715 (0.10955801831303741) | > loss_disc_real_1: 0.20078574120998383 (0.19750543839211085) | > loss_disc_real_2: 0.19209705293178558 (0.21283388502306222) | > loss_disc_real_3: 0.24235102534294128 (0.22865534879320815) | > loss_disc_real_4: 0.21814775466918945 (0.22518465748364977) | > loss_disc_real_5: 0.20909905433654785 (0.2154204672832283) | > loss_0: 2.3413782119750977 (2.315067431909576) | > grad_norm_0: tensor(40.9237, device='cuda:0') (tensor(15.8137, device='cuda:0')) | > loss_gen: 2.4488024711608887 (2.536342631141059) | > loss_kl: 1.6746786832809448 (1.8447783662260866) | > loss_feat: 7.398030757904053 (7.310814709972135) | > loss_mel: 18.568607330322266 (18.48607850932389) | > loss_duration: 2.1116766929626465 (2.044769127591907) | > loss_1: 32.2017936706543 (32.22278308182313) | > grad_norm_1: tensor(220.2756, device='cuda:0') (tensor(192.3745, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3819 (0.3660350120324883) | > loader_time: 0.0044 (0.0037198701350809)  --> TIME: 2024-06-11 04:42:59 -- STEP: 164/330 -- GLOBAL_STEP: 191125 | > loss_disc: 2.4910383224487305 (2.3120357466907038) | > loss_disc_real_0: 0.14392289519309998 (0.11033793643298673) | > loss_disc_real_1: 0.24524077773094177 (0.19774566890626413) | > loss_disc_real_2: 0.22594887018203735 (0.213575333811161) | > loss_disc_real_3: 0.21695920825004578 (0.2277603479238545) | > loss_disc_real_4: 0.23128382861614227 (0.22448844280911656) | > loss_disc_real_5: 0.22950196266174316 (0.21473341371591498) | > loss_0: 2.4910383224487305 (2.3120357466907038) | > grad_norm_0: tensor(34.7190, device='cuda:0') (tensor(15.8223, device='cuda:0')) | > loss_gen: 2.1993248462677 (2.5386387822104663) | > loss_kl: 1.8570462465286255 (1.850499399551531) | > loss_feat: 6.334784984588623 (7.338959426414676) | > loss_mel: 17.082334518432617 (18.46802217204396) | > loss_duration: 2.120425224304199 (2.0472353740436255) | > loss_1: 29.593917846679688 (32.243354936925385) | > grad_norm_1: tensor(130.6469, device='cuda:0') (tensor(190.8787, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3871 (0.3683331826838052) | > loader_time: 0.005 (0.0038211389285762137)  --> TIME: 2024-06-11 04:43:09 -- STEP: 189/330 -- GLOBAL_STEP: 191150 | > loss_disc: 2.417067766189575 (2.315677813121249) | > loss_disc_real_0: 0.1031377911567688 (0.11158554039146534) | > loss_disc_real_1: 0.17428940534591675 (0.1977935305663517) | > loss_disc_real_2: 0.2276957780122757 (0.2138139463606335) | > loss_disc_real_3: 0.24220535159111023 (0.2278477874382463) | > loss_disc_real_4: 0.23592379689216614 (0.2248741749417845) | > loss_disc_real_5: 0.2344203144311905 (0.21500014304799378) | > loss_0: 2.417067766189575 (2.315677813121249) | > grad_norm_0: tensor(48.2885, device='cuda:0') (tensor(15.8974, device='cuda:0')) | > loss_gen: 2.478405714035034 (2.5342697340344613) | > loss_kl: 1.9922922849655151 (1.8557914325169154) | > loss_feat: 7.236799716949463 (7.339604592197156) | > loss_mel: 18.261547088623047 (18.44817705507632) | > loss_duration: 2.1242480278015137 (2.053740347503983) | > loss_1: 32.093292236328125 (32.231582903988155) | > grad_norm_1: tensor(380.8608, device='cuda:0') (tensor(188.8172, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3902 (0.3712534475578834) | > loader_time: 0.0048 (0.00394177689123406)  --> TIME: 2024-06-11 04:43:19 -- STEP: 214/330 -- GLOBAL_STEP: 191175 | > loss_disc: 2.452284336090088 (2.31815027856381) | > loss_disc_real_0: 0.1280176341533661 (0.11301726182905313) | > loss_disc_real_1: 0.25703972578048706 (0.1984013954055643) | > loss_disc_real_2: 0.23451955616474152 (0.2143257082762005) | > loss_disc_real_3: 0.23200245201587677 (0.22763592916949887) | > loss_disc_real_4: 0.24743133783340454 (0.22420847687487291) | > loss_disc_real_5: 0.2676146328449249 (0.2155264569359405) | > loss_0: 2.452284336090088 (2.31815027856381) | > grad_norm_0: tensor(7.7444, device='cuda:0') (tensor(18.0760, device='cuda:0')) | > loss_gen: 2.4951012134552 (2.535984245416159) | > loss_kl: 1.7439613342285156 (1.8558203611418465) | > loss_feat: 5.691598892211914 (7.345406200284156) | > loss_mel: 17.00938606262207 (18.43157355584831) | > loss_duration: 2.157519578933716 (2.060306863250018) | > loss_1: 29.09756851196289 (32.22909094908531) | > grad_norm_1: tensor(408.4443, device='cuda:0') (tensor(203.5485, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.3916 (0.3751551235947655) | > loader_time: 0.0049 (0.004092142960735571)  --> TIME: 2024-06-11 04:43:30 -- STEP: 239/330 -- GLOBAL_STEP: 191200 | > loss_disc: 2.250027894973755 (2.3188069305659327) | > loss_disc_real_0: 0.08766959607601166 (0.1133384639280361) | > loss_disc_real_1: 0.16914953291416168 (0.1984904283758985) | > loss_disc_real_2: 0.2256040722131729 (0.21423850461030106) | > loss_disc_real_3: 0.2097378969192505 (0.2273331807622351) | > loss_disc_real_4: 0.20408010482788086 (0.22364369994925654) | > loss_disc_real_5: 0.21657505631446838 (0.21514374360629204) | > loss_0: 2.250027894973755 (2.3188069305659327) | > grad_norm_0: tensor(11.7314, device='cuda:0') (tensor(19.8870, device='cuda:0')) | > loss_gen: 2.6393728256225586 (2.5410878967540524) | > loss_kl: 1.879721760749817 (1.8556725664617626) | > loss_feat: 7.814515590667725 (7.340857230469772) | > loss_mel: 19.113018035888672 (18.405217517868753) | > loss_duration: 2.101229667663574 (2.0674587622845997) | > loss_1: 33.54785919189453 (32.21029365411868) | > grad_norm_1: tensor(205.5196, device='cuda:0') (tensor(216.8155, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.425 (0.37957735041694174) | > loader_time: 0.0056 (0.0042429908050154045)  --> TIME: 2024-06-11 04:43:41 -- STEP: 264/330 -- GLOBAL_STEP: 191225 | > loss_disc: 2.3808488845825195 (2.3193712415117202) | > loss_disc_real_0: 0.19608093798160553 (0.1137168797466791) | > loss_disc_real_1: 0.20712341368198395 (0.19846474825207028) | > loss_disc_real_2: 0.1747310608625412 (0.2140566585303256) | > loss_disc_real_3: 0.2380121350288391 (0.22771090726283463) | > loss_disc_real_4: 0.2848767340183258 (0.22357841236799053) | > loss_disc_real_5: 0.23006963729858398 (0.215748729974483) | > loss_0: 2.3808488845825195 (2.3193712415117202) | > grad_norm_0: tensor(106.7949, device='cuda:0') (tensor(22.0574, device='cuda:0')) | > loss_gen: 2.73262357711792 (2.549134410691983) | > loss_kl: 1.7709046602249146 (1.8566554915724378) | > loss_feat: 7.184123516082764 (7.354534869844263) | > loss_mel: 18.266891479492188 (18.366045865145605) | > loss_duration: 2.1804418563842773 (2.074495852896659) | > loss_1: 32.134986877441406 (32.200866193482426) | > grad_norm_1: tensor(172.1349, device='cuda:0') (tensor(236.5514, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.4386 (0.3845101938103186) | > loader_time: 0.0058 (0.004397267645055597)  --> TIME: 2024-06-11 04:43:52 -- STEP: 289/330 -- GLOBAL_STEP: 191250 | > loss_disc: 2.413173198699951 (2.3220866270956293) | > loss_disc_real_0: 0.10076889395713806 (0.11577856169439929) | > loss_disc_real_1: 0.17982372641563416 (0.198562030354998) | > loss_disc_real_2: 0.1843353807926178 (0.2137984259627682) | > loss_disc_real_3: 0.2361311912536621 (0.22762253488636347) | > loss_disc_real_4: 0.22959943115711212 (0.22358881746608905) | > loss_disc_real_5: 0.22701963782310486 (0.21563429645807267) | > loss_0: 2.413173198699951 (2.3220866270956293) | > grad_norm_0: tensor(24.2508, device='cuda:0') (tensor(24.9553, device='cuda:0')) | > loss_gen: 2.387295961380005 (2.550380349571729) | > loss_kl: 1.753667950630188 (1.8577696344844197) | > loss_feat: 6.895534515380859 (7.374126490424661) | > loss_mel: 16.9345703125 (18.31640169612265) | > loss_duration: 2.218681812286377 (2.08327202565942) | > loss_1: 30.18975067138672 (32.18194991247057) | > grad_norm_1: tensor(151.1042, device='cuda:0') (tensor(253.7035, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.4491 (0.38986765554619507) | > loader_time: 0.0067 (0.004562952939201803)  --> TIME: 2024-06-11 04:44:05 -- STEP: 314/330 -- GLOBAL_STEP: 191275 | > loss_disc: 2.2022130489349365 (2.3226833070159727) | > loss_disc_real_0: 0.15726298093795776 (0.11677158922906135) | > loss_disc_real_1: 0.18286308646202087 (0.19895147176305186) | > loss_disc_real_2: 0.22871807217597961 (0.21373630894027698) | > loss_disc_real_3: 0.21444128453731537 (0.227298101896693) | > loss_disc_real_4: 0.21276161074638367 (0.22350002146640402) | > loss_disc_real_5: 0.18519768118858337 (0.2157001006565276) | > loss_0: 2.2022130489349365 (2.3226833070159727) | > grad_norm_0: tensor(14.1910, device='cuda:0') (tensor(25.7969, device='cuda:0')) | > loss_gen: 2.718174934387207 (2.547627439924106) | > loss_kl: 1.8344365358352661 (1.8609652519226074) | > loss_feat: 7.833866119384766 (7.380927814799509) | > loss_mel: 16.721036911010742 (18.26312803159095) | > loss_duration: 2.279952049255371 (2.09531961884468) | > loss_1: 31.387466430664062 (32.14796790955179) | > grad_norm_1: tensor(431.5487, device='cuda:0') (tensor(263.3088, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.5162 (0.39873469711109333) | > loader_time: 0.0073 (0.004767824889747958)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7039287090301514 (2.7039287090301514) | > loss_disc_real_0: 0.23882398009300232 (0.23882398009300232) | > loss_disc_real_1: 0.36006540060043335 (0.36006540060043335) | > loss_disc_real_2: 0.3646079897880554 (0.3646079897880554) | > loss_disc_real_3: 0.2639153301715851 (0.2639153301715851) | > loss_disc_real_4: 0.239156574010849 (0.239156574010849) | > loss_disc_real_5: 0.24082759022712708 (0.24082759022712708) | > loss_0: 2.7039287090301514 (2.7039287090301514) | > loss_gen: 2.5235509872436523 (2.5235509872436523) | > loss_kl: 1.68435800075531 (1.68435800075531) | > loss_feat: 4.157908916473389 (4.157908916473389) | > loss_mel: 15.063661575317383 (15.063661575317383) | > loss_duration: 2.966460704803467 (2.966460704803467) | > loss_1: 26.39594268798828 (26.39594268798828)  --> STEP: 1 | > loss_disc: 2.4973630905151367 (2.4973630905151367) | > loss_disc_real_0: 0.07642045617103577 (0.07642045617103577) | > loss_disc_real_1: 0.24144801497459412 (0.24144801497459412) | > loss_disc_real_2: 0.25284165143966675 (0.25284165143966675) | > loss_disc_real_3: 0.2639910578727722 (0.2639910578727722) | > loss_disc_real_4: 0.2691424489021301 (0.2691424489021301) | > loss_disc_real_5: 0.2957818806171417 (0.2957818806171417) | > loss_0: 2.4973630905151367 (2.4973630905151367) | > loss_gen: 2.37996244430542 (2.37996244430542) | > loss_kl: 2.1880273818969727 (2.1880273818969727) | > loss_feat: 5.227275848388672 (5.227275848388672) | > loss_mel: 18.058584213256836 (18.058584213256836) | > loss_duration: 2.336726188659668 (2.336726188659668) | > loss_1: 30.19057846069336 (30.19057846069336)  --> STEP: 2 | > loss_disc: 2.703868865966797 (2.600615978240967) | > loss_disc_real_0: 0.15420585870742798 (0.11531315743923187) | > loss_disc_real_1: 0.26280176639556885 (0.2521248906850815) | > loss_disc_real_2: 0.2541057765483856 (0.2534737139940262) | > loss_disc_real_3: 0.3029705286026001 (0.28348079323768616) | > loss_disc_real_4: 0.3243870437145233 (0.2967647463083267) | > loss_disc_real_5: 0.393841415643692 (0.34481164813041687) | > loss_0: 2.703868865966797 (2.600615978240967) | > loss_gen: 2.8025126457214355 (2.5912375450134277) | > loss_kl: 3.0161163806915283 (2.6020718812942505) | > loss_feat: 6.505310535430908 (5.86629319190979) | > loss_mel: 19.512271881103516 (18.785428047180176) | > loss_duration: 2.485459089279175 (2.4110926389694214) | > loss_1: 34.32167053222656 (32.25612449645996)  --> STEP: 3 | > loss_disc: 2.184628963470459 (2.461953639984131) | > loss_disc_real_0: 0.12297849357128143 (0.1178682694832484) | > loss_disc_real_1: 0.19314205646514893 (0.23246394594510397) | > loss_disc_real_2: 0.29638054966926575 (0.2677759925524394) | > loss_disc_real_3: 0.232462540268898 (0.2664747089147568) | > loss_disc_real_4: 0.23161113262176514 (0.27504687507947284) | > loss_disc_real_5: 0.21197816729545593 (0.3005338211854299) | > loss_0: 2.184628963470459 (2.461953639984131) | > loss_gen: 2.7786576747894287 (2.653710921605428) | > loss_kl: 2.700472593307495 (2.6348721186319985) | > loss_feat: 7.4223198890686035 (6.3849687576293945) | > loss_mel: 17.70900535583496 (18.426620483398438) | > loss_duration: 2.1717114448547363 (2.33129890759786) | > loss_1: 32.782169342041016 (32.43147277832031)  --> STEP: 4 | > loss_disc: 2.3294925689697266 (2.42883837223053) | > loss_disc_real_0: 0.155236154794693 (0.12721024081110954) | > loss_disc_real_1: 0.33248093724250793 (0.25746819376945496) | > loss_disc_real_2: 0.26584592461586 (0.2672934755682945) | > loss_disc_real_3: 0.27594682574272156 (0.26884273812174797) | > loss_disc_real_4: 0.2192137986421585 (0.26108860597014427) | > loss_disc_real_5: 0.18792958557605743 (0.2723827622830868) | > loss_0: 2.3294925689697266 (2.42883837223053) | > loss_gen: 2.899622678756714 (2.7151888608932495) | > loss_kl: 2.701977014541626 (2.6516483426094055) | > loss_feat: 8.628774642944336 (6.94592022895813) | > loss_mel: 19.21149253845215 (18.622838497161865) | > loss_duration: 2.2671704292297363 (2.315266788005829) | > loss_1: 35.70903778076172 (33.250864028930664)  --> STEP: 5 | > loss_disc: 2.4835236072540283 (2.4397754192352297) | > loss_disc_real_0: 0.21825917065143585 (0.14542002677917482) | > loss_disc_real_1: 0.2934579849243164 (0.26466615200042726) | > loss_disc_real_2: 0.22401463985443115 (0.25863770842552186) | > loss_disc_real_3: 0.24618035554885864 (0.2643102616071701) | > loss_disc_real_4: 0.27854710817337036 (0.2645803064107895) | > loss_disc_real_5: 0.30866560339927673 (0.2796393305063248) | > loss_0: 2.4835236072540283 (2.4397754192352297) | > loss_gen: 2.5503361225128174 (2.682218313217163) | > loss_kl: 2.122520923614502 (2.545822858810425) | > loss_feat: 5.052422523498535 (6.567220687866211) | > loss_mel: 18.718708038330078 (18.64201240539551) | > loss_duration: 2.3493175506591797 (2.322076940536499) | > loss_1: 30.793306350708008 (32.75935249328613)  --> STEP: 6 | > loss_disc: 2.3418679237365723 (2.4234575033187866) | > loss_disc_real_0: 0.13764189183712006 (0.14412367095549902) | > loss_disc_real_1: 0.20099960267543793 (0.25405506044626236) | > loss_disc_real_2: 0.21908199787139893 (0.2520450899998347) | > loss_disc_real_3: 0.26482972502708435 (0.2643968388438225) | > loss_disc_real_4: 0.2980307936668396 (0.2701553876201312) | > loss_disc_real_5: 0.26413094997406006 (0.277054600417614) | > loss_0: 2.3418679237365723 (2.4234575033187866) | > loss_gen: 2.5650227069854736 (2.6626857121785483) | > loss_kl: 2.2752420902252197 (2.500726064046224) | > loss_feat: 5.1548027992248535 (6.331817706425984) | > loss_mel: 17.566659927368164 (18.46278699239095) | > loss_duration: 2.1783833503723145 (2.2981280088424683) | > loss_1: 29.740110397338867 (32.25614547729492)  --> STEP: 7 | > loss_disc: 2.265603542327881 (2.400906937462943) | > loss_disc_real_0: 0.06675086915493011 (0.13307041355541774) | > loss_disc_real_1: 0.26029908657073975 (0.2549470641783306) | > loss_disc_real_2: 0.2211490422487259 (0.24763136889253343) | > loss_disc_real_3: 0.20639798045158386 (0.25611128764493124) | > loss_disc_real_4: 0.2569093108177185 (0.26826309093407225) | > loss_disc_real_5: 0.27619245648384094 (0.27693143699850353) | > loss_0: 2.265603542327881 (2.400906937462943) | > loss_gen: 2.6774439811706543 (2.6647940363202776) | > loss_kl: 3.4110047817230225 (2.630765880857195) | > loss_feat: 7.309206008911133 (6.471444606781006) | > loss_mel: 20.826154708862305 (18.800410951886857) | > loss_duration: 2.4811530113220215 (2.3242744377681186) | > loss_1: 36.704959869384766 (32.89169039045061)  --> STEP: 8 | > loss_disc: 2.2336843013763428 (2.380004107952118) | > loss_disc_real_0: 0.1673709750175476 (0.13735798373818398) | > loss_disc_real_1: 0.22483231127262115 (0.2511827200651169) | > loss_disc_real_2: 0.23914673924446106 (0.2465707901865244) | > loss_disc_real_3: 0.16951163113117218 (0.24528633058071136) | > loss_disc_real_4: 0.1916321963071823 (0.258684229105711) | > loss_disc_real_5: 0.18748688697814941 (0.2657508682459593) | > loss_0: 2.2336843013763428 (2.380004107952118) | > loss_gen: 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(18.957998699612087) | > loss_duration: 2.1240358352661133 (2.2874273194207086) | > loss_1: 37.881099700927734 (33.80038367377387)  --> STEP: 10 | > loss_disc: 2.5053980350494385 (2.379205322265625) | > loss_disc_real_0: 0.3029995560646057 (0.16135611534118652) | > loss_disc_real_1: 0.35965028405189514 (0.260862323641777) | > loss_disc_real_2: 0.2864914834499359 (0.25428294092416764) | > loss_disc_real_3: 0.23095184564590454 (0.24285489767789842) | > loss_disc_real_4: 0.2203482985496521 (0.2570441633462906) | > loss_disc_real_5: 0.19633296132087708 (0.25833317786455157) | > loss_0: 2.5053980350494385 (2.379205322265625) | > loss_gen: 2.846789836883545 (2.7441242694854737) | > loss_kl: 2.5570545196533203 (2.610574150085449) | > loss_feat: 5.60606575012207 (7.045754384994507) | > loss_mel: 18.055734634399414 (18.86777229309082) | > loss_duration: 2.303947925567627 (2.2890793800354006) | > loss_1: 31.369592666625977 (33.557304573059085)  --> STEP: 11 | > loss_disc: 2.7314653396606445 (2.411228960210627) | > loss_disc_real_0: 0.19276079535484314 (0.16421108625151895) | > loss_disc_real_1: 0.2773938775062561 (0.2623651921749115) | > loss_disc_real_2: 0.2602126896381378 (0.25482200898907403) | > loss_disc_real_3: 0.3059226870536804 (0.24858833307569678) | > loss_disc_real_4: 0.31728458404541016 (0.26252056522802875) | > loss_disc_real_5: 0.3486623466014862 (0.2665449204770001) | > loss_0: 2.7314653396606445 (2.411228960210627) | > loss_gen: 2.5874180793762207 (2.7298782522028144) | > loss_kl: 3.241995334625244 (2.667976075952703) | > loss_feat: 5.133001804351807 (6.871867786754262) | > loss_mel: 19.49895477294922 (18.925152518532492) | > loss_duration: 2.475032329559326 (2.3059841936284844) | > loss_1: 32.9364013671875 (33.50085882707076)  --> STEP: 12 | > loss_disc: 2.5977468490600586 (2.426772117614746) | > loss_disc_real_0: 0.21913042664527893 (0.16878769795099893) | > loss_disc_real_1: 0.31582558155059814 (0.2668202246228854) | > loss_disc_real_2: 0.30229127407073975 (0.25877778107921284) | > loss_disc_real_3: 0.2729836702346802 (0.2506212778389454) | > loss_disc_real_4: 0.30498453974723816 (0.2660592297712962) | > loss_disc_real_5: 0.2896292209625244 (0.26846861218412715) | > loss_0: 2.5977468490600586 (2.426772117614746) | > loss_gen: 2.8057467937469482 (2.7362006306648254) | > loss_kl: 3.0316693782806396 (2.698283851146698) | > loss_feat: 5.68846321105957 (6.773250738779704) | > loss_mel: 18.004047393798828 (18.84839375813802) | > loss_duration: 2.24115252494812 (2.3005815545717874) | > loss_1: 31.77107810974121 (33.35671043395996)  --> STEP: 13 | > loss_disc: 2.333065986633301 (2.4195639536930966) | > loss_disc_real_0: 0.08979565650224686 (0.1627113870703257) | > loss_disc_real_1: 0.2018185406923294 (0.26182009508976567) | > loss_disc_real_2: 0.26274219155311584 (0.2590827357310515) | > loss_disc_real_3: 0.2721936106681824 (0.252280688056579) | > loss_disc_real_4: 0.27968546748161316 (0.26710740190285903) | > loss_disc_real_5: 0.2592844069004059 (0.26776213485461015) | > loss_0: 2.333065986633301 (2.4195639536930966) | > loss_gen: 2.7322916984558105 (2.735899943571824) | > loss_kl: 2.5534751415252686 (2.6871447196373572) | > loss_feat: 6.116611003875732 (6.722739989940937) | > loss_mel: 16.511978149414062 (18.66866948054387) | > loss_duration: 2.1977813243865967 (2.292673844557542) | > loss_1: 30.112136840820312 (33.1071278498723)  --> STEP: 14 | > loss_disc: 2.513369083404541 (2.426264320101057) | > loss_disc_real_0: 0.24492411315441132 (0.1685837246477604) | > loss_disc_real_1: 0.2520731985569 (0.26112388819456095) | > loss_disc_real_2: 0.25097692012786865 (0.25850374890225275) | > loss_disc_real_3: 0.23588596284389496 (0.251109636255673) | > loss_disc_real_4: 0.32878127694129944 (0.27151267869131906) | > loss_disc_real_5: 0.22677147388458252 (0.2648342304996082) | > loss_0: 2.513369083404541 (2.426264320101057) | > loss_gen: 2.6801910400390625 (2.731920736176627) | > loss_kl: 2.8422513008117676 (2.698223761149815) | > loss_feat: 6.16868257522583 (6.683164460318429) | > loss_mel: 19.463409423828125 (18.72543661934989) | > loss_duration: 2.3289754390716553 (2.2952668155942644) | > loss_1: 33.4835090637207 (33.134012222290046)  --> STEP: 15 | > loss_disc: 2.712242841720581 (2.4453295548756917) | > loss_disc_real_0: 0.237550288438797 (0.17318149556716284) | > loss_disc_real_1: 0.3219479024410248 (0.2651788224776585) | > loss_disc_real_2: 0.3264853358268738 (0.26303585469722746) | > loss_disc_real_3: 0.2611249089241028 (0.251777321100235) | > loss_disc_real_4: 0.2726241648197174 (0.2715867777665456) | > loss_disc_real_5: 0.2544820308685303 (0.2641440838575363) | > loss_0: 2.712242841720581 (2.4453295548756917) | > loss_gen: 2.5922536849975586 (2.722609599431356) | > loss_kl: 2.7746384143829346 (2.7033180713653566) | > loss_feat: 5.598595142364502 (6.610859839121501) | > loss_mel: 18.843822479248047 (18.733329010009765) | > loss_duration: 2.2918128967285156 (2.295036554336548) | > loss_1: 32.10112380981445 (33.065152994791674)  --> STEP: 16 | > loss_disc: 2.568406105041504 (2.453021839261055) | > loss_disc_real_0: 0.2488461136817932 (0.17791053419932723) | > loss_disc_real_1: 0.3072888255119324 (0.2678106976673006) | > loss_disc_real_2: 0.3013928532600403 (0.2654331671074033) | > loss_disc_real_3: 0.3049713969230652 (0.2551019508391619) | > loss_disc_real_4: 0.28644293546676636 (0.2725152876228094) | > loss_disc_real_5: 0.20360614359378815 (0.26036046259105206) | > loss_0: 2.568406105041504 (2.453021839261055) | > loss_gen: 2.860189437866211 (2.7312083393335342) | > loss_kl: 2.769056797027588 (2.707426741719246) | > loss_feat: 7.778843879699707 (6.6838588416576385) | > loss_mel: 18.17481231689453 (18.698421716690063) | > loss_duration: 2.2946228981018066 (2.2950107008218765) | > loss_1: 33.877525329589844 (33.11592626571656)  --> STEP: 17 | > loss_disc: 2.6284711360931396 (2.4633423861335304) | > loss_disc_real_0: 0.2004331350326538 (0.17923539307187586) | > loss_disc_real_1: 0.3115466833114624 (0.27038340270519245) | > loss_disc_real_2: 0.33661705255508423 (0.26962045448667865) | > loss_disc_real_3: 0.27401667833328247 (0.25621458186822776) | > loss_disc_real_4: 0.3430441915988922 (0.27666404668022604) | > loss_disc_real_5: 0.3330894410610199 (0.26463863779516783) | > loss_0: 2.6284711360931396 (2.4633423861335304) | > loss_gen: 2.8171207904815674 (2.7362620129304775) | > loss_kl: 2.733553886413574 (2.708963632583618) | > loss_feat: 5.7399492263793945 (6.628334746641271) | > loss_mel: 17.9301815032959 (18.653231115902173) | > loss_duration: 2.377553701400757 (2.2998661714441635) | > loss_1: 31.598360061645508 (33.02665766547709)  --> STEP: 18 | > loss_disc: 2.4274940490722656 (2.4613508118523493) | > loss_disc_real_0: 0.15900923311710358 (0.17811171751883295) | > loss_disc_real_1: 0.27298012375831604 (0.27052766498592157) | > loss_disc_real_2: 0.21063925325870514 (0.26634372108512455) | > loss_disc_real_3: 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(6.788310432434082) | > loss_mel: 17.34987449645996 (18.5716344833374) | > loss_duration: 2.3135032653808594 (2.296902906894684) | > loss_1: 29.573341369628906 (33.04592390060426)  --> STEP: 21 | > loss_disc: 2.6214535236358643 (2.4790997164590016) | > loss_disc_real_0: 0.16224128007888794 (0.17805069720461256) | > loss_disc_real_1: 0.34005656838417053 (0.2766293528534116) | > loss_disc_real_2: 0.4013511836528778 (0.2715931839886166) | > loss_disc_real_3: 0.27800750732421875 (0.2545687598841531) | > loss_disc_real_4: 0.25444138050079346 (0.2683695831469127) | > loss_disc_real_5: 0.255601167678833 (0.26007463605630965) | > loss_0: 2.6214535236358643 (2.4790997164590016) | > loss_gen: 2.716813564300537 (2.705288410186767) | > loss_kl: 3.04176926612854 (2.701383102507818) | > loss_feat: 6.100516319274902 (6.755558331807454) | > loss_mel: 17.00888442993164 (18.497217814127605) | > loss_duration: 2.0818541049957275 (2.2866624877566384) | > loss_1: 30.94983673095703 (32.94611022585915)  --> STEP: 22 | > loss_disc: 2.46905517578125 (2.4786431464281944) | > loss_disc_real_0: 0.2087896764278412 (0.17944792353294112) | > loss_disc_real_1: 0.26267310976982117 (0.2759949781677939) | > loss_disc_real_2: 0.3282772898674011 (0.2741697342558341) | > loss_disc_real_3: 0.24866540729999542 (0.2543004256757823) | > loss_disc_real_4: 0.2833104431629181 (0.26904871314764023) | > loss_disc_real_5: 0.29692530632019043 (0.2617496665228497) | > loss_0: 2.46905517578125 (2.4786431464281944) | > loss_gen: 2.988105058670044 (2.7181437123905527) | > loss_kl: 2.3608345985412598 (2.6859036250547925) | > loss_feat: 7.326396465301514 (6.781505519693548) | > loss_mel: 17.70938491821289 (18.461407227949664) | > loss_duration: 2.1308600902557373 (2.2795805605975064) | > loss_1: 32.51558303833008 (32.9265408082442)  --> STEP: 23 | > loss_disc: 2.6488990783691406 (2.4860455782517135) | > loss_disc_real_0: 0.19962047040462494 (0.18032499078823172) | > loss_disc_real_1: 0.36439767479896545 (0.279838573673497) | > loss_disc_real_2: 0.2793898284435272 (0.2743966948726903) | > loss_disc_real_3: 0.3433935344219208 (0.25817403909952746) | > loss_disc_real_4: 0.30250945687294006 (0.2705035280922185) | > loss_disc_real_5: 0.3175346255302429 (0.26417509952317114) | > loss_0: 2.6488990783691406 (2.4860455782517135) | > loss_gen: 2.8057022094726562 (2.7219506035680356) | > loss_kl: 2.692836046218872 (2.686205034670622) | > loss_feat: 5.871831893920898 (6.741954492486042) | > loss_mel: 17.354759216308594 (18.413292097008746) | > loss_duration: 2.3177008628845215 (2.281237965044768) | > loss_1: 31.042829513549805 (32.84464031717052)  --> STEP: 24 | > loss_disc: 2.436309814453125 (2.4839732547601057) | > loss_disc_real_0: 0.1695076823234558 (0.1798742696021994) | > loss_disc_real_1: 0.3175089955329895 (0.28140817458430917) | > loss_disc_real_2: 0.2923738658428192 (0.27514574366311234) | > loss_disc_real_3: 0.22807148098945618 (0.2569197658449412) | > loss_disc_real_4: 0.27961206436157227 (0.2708830504367749) | > loss_disc_real_5: 0.2637284994125366 (0.26415649118522805) | > loss_0: 2.436309814453125 (2.4839732547601057) | > loss_gen: 2.837231397628784 (2.7267539699872336) | > loss_kl: 2.5942845344543457 (2.6823750138282776) | > loss_feat: 6.126987934112549 (6.716330885887146) | > loss_mel: 16.761428833007812 (18.34446446100871) | > loss_duration: 2.448669672012329 (2.2882142861684165) | > loss_1: 30.768600463867188 (32.75813865661622)  --> STEP: 25 | > loss_disc: 2.8371622562408447 (2.4981008148193355) | > loss_disc_real_0: 0.21763975918293 (0.1813848891854286) | > loss_disc_real_1: 0.3690793812274933 (0.28491502285003656) | > loss_disc_real_2: 0.3152843415737152 (0.27675128757953643) | > loss_disc_real_3: 0.26839420199394226 (0.25737874329090127) | > loss_disc_real_4: 0.2493007779121399 (0.2700197595357895) | > loss_disc_real_5: 0.2398487776517868 (0.2631841826438904) | > loss_0: 2.8371622562408447 (2.4981008148193355) | > loss_gen: 2.143418312072754 (2.703420543670654) | > loss_kl: 2.8367648124694824 (2.688550605773926) | > loss_feat: 3.035085916519165 (6.569081087112426) | > loss_mel: 11.260913848876953 (18.061122436523437) | > loss_duration: 2.3700170516967773 (2.291486396789551) | > loss_1: 21.646202087402344 (32.313661193847665)  --> STEP: 26 | > loss_disc: 2.9885222911834717 (2.5169631792948794) | > loss_disc_real_0: 0.4063336253166199 (0.19003676365201289) | > loss_disc_real_1: 0.1867263913154602 (0.2811385370217836) | > loss_disc_real_2: 0.17336738109588623 (0.2727749834840114) | > loss_disc_real_3: 0.12873779237270355 (0.2524310144094321) | > loss_disc_real_4: 0.4705570638179779 (0.2777327327774121) | > loss_disc_real_5: 0.14891183376312256 (0.2587890923023224) | > loss_0: 2.9885222911834717 (2.5169631792948794) | > loss_gen: 2.4085817337036133 (2.6920805894411526) | > loss_kl: 2.0242128372192383 (2.662999153137207) | > loss_feat: 13.59850025177002 (6.83944336267618) | > loss_mel: 18.7523193359375 (18.087706932654747) | > loss_duration: 2.267822027206421 (2.290576228728661) | > loss_1: 39.05143356323242 (32.57280628497785) --> EVAL PERFORMANCE | > avg_loader_time: 0.002328817660991962 (+7.26259671724773e-06) | > avg_loss_disc: 2.5169631792948794 (+0.09830992955427842) | > avg_loss_disc_real_0: 0.19003676365201289 (+0.06384376121255067) | > avg_loss_disc_real_1: 0.2811385370217836 (+0.06430251953693528) | > avg_loss_disc_real_2: 0.2727749834840114 (+0.04678457516890305) | > avg_loss_disc_real_3: 0.2524310144094321 (-0.014818632258818631) | > avg_loss_disc_real_4: 0.2777327327774121 (+0.04234768335635844) | > avg_loss_disc_real_5: 0.2587890923023224 (+0.033100445683185875) | > avg_loss_0: 2.5169631792948794 (+0.09830992955427842) | > avg_loss_gen: 2.6920805894411526 (+0.2880685421136704) | > avg_loss_kl: 2.662999153137207 (+0.1910078525543213) | > avg_loss_feat: 6.83944336267618 (-0.07089725824502846) | > avg_loss_mel: 18.087706932654747 (+0.15466414965116115) | > avg_loss_duration: 2.290576228728661 (+0.0021732678780188586) | > avg_loss_1: 32.57280628497785 (+0.5650167465210174)  > EPOCH: 313/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:44:34)   --> TIME: 2024-06-11 04:44:38 -- STEP: 9/330 -- GLOBAL_STEP: 191300 | > loss_disc: 2.432377576828003 (2.3061063289642334) | > loss_disc_real_0: 0.13153773546218872 (0.09979821658796734) | > loss_disc_real_1: 0.24524183571338654 (0.19338832630051506) | > loss_disc_real_2: 0.24160359799861908 (0.20994325975577036) | > loss_disc_real_3: 0.2372499257326126 (0.2284569972091251) | > loss_disc_real_4: 0.2282097488641739 (0.2325891289446089) | > loss_disc_real_5: 0.212419331073761 (0.22427230907811058) | > loss_0: 2.432377576828003 (2.3061063289642334) | > grad_norm_0: tensor(7.9274, device='cuda:0') (tensor(6.8785, device='cuda:0')) | > loss_gen: 2.4605584144592285 (2.4966963397132025) | > loss_kl: 1.943621039390564 (1.9084201123979356) | > loss_feat: 6.810771465301514 (7.140374183654785) | > loss_mel: 18.477924346923828 (18.97255410088433) | > loss_duration: 2.1536154747009277 (2.2016694810655384) | > loss_1: 31.84649085998535 (32.71971405877007) | > grad_norm_1: tensor(60.1440, device='cuda:0') (tensor(81.9019, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.3636 (0.3595483038160536) | > loader_time: 0.0035 (0.003261089324951172)  --> TIME: 2024-06-11 04:44:47 -- STEP: 34/330 -- GLOBAL_STEP: 191325 | > loss_disc: 2.362673759460449 (2.313899741453283) | > loss_disc_real_0: 0.1198316365480423 (0.10596368374193416) | > loss_disc_real_1: 0.2273564487695694 (0.1937894080491627) | > loss_disc_real_2: 0.23467640578746796 (0.2143407972419963) | > loss_disc_real_3: 0.23129749298095703 (0.2280706425800043) | > loss_disc_real_4: 0.21457375586032867 (0.22675801024717443) | > loss_disc_real_5: 0.21245338022708893 (0.2186889622141333) | > loss_0: 2.362673759460449 (2.313899741453283) | > grad_norm_0: tensor(11.7219, device='cuda:0') (tensor(8.6757, device='cuda:0')) | > loss_gen: 2.597874402999878 (2.5128804515389835) | > loss_kl: 2.046501636505127 (1.8549978873308968) | > loss_feat: 8.148275375366211 (7.201891057631549) | > loss_mel: 18.813915252685547 (18.602037205415613) | > loss_duration: 2.0745558738708496 (2.08780547801186) | > loss_1: 33.681121826171875 (32.259611915139594) | > grad_norm_1: tensor(161.7103, device='cuda:0') (tensor(94.7946, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.349 (0.3540960059446447) | > loader_time: 0.003 (0.0031131646212409526)  --> TIME: 2024-06-11 04:44:56 -- STEP: 59/330 -- GLOBAL_STEP: 191350 | > loss_disc: 2.440927505493164 (2.3250206122964117) | > loss_disc_real_0: 0.1120486631989479 (0.11289514235015642) | > loss_disc_real_1: 0.2367599457502365 (0.19780291339098396) | > loss_disc_real_2: 0.23221099376678467 (0.2140547097739527) | > loss_disc_real_3: 0.2294350117444992 (0.22766736351837547) | > loss_disc_real_4: 0.23544998466968536 (0.2256091519937677) | > loss_disc_real_5: 0.23746302723884583 (0.216915884765528) | > loss_0: 2.440927505493164 (2.3250206122964117) | > grad_norm_0: tensor(5.1345, device='cuda:0') (tensor(8.5415, device='cuda:0')) | > loss_gen: 2.363233804702759 (2.510137081146241) | > loss_kl: 1.7579712867736816 (1.835130447048252) | > loss_feat: 7.498874664306641 (7.2057648998195845) | > loss_mel: 17.583560943603516 (18.590564630799374) | > loss_duration: 2.001138925552368 (2.0571860499301207) | > loss_1: 31.20477867126465 (32.198783324936706) | > grad_norm_1: tensor(54.6993, device='cuda:0') (tensor(102.1735, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.3754 (0.3568632885561151) | > loader_time: 0.0036 (0.0032642615043510822)  --> TIME: 2024-06-11 04:45:06 -- STEP: 84/330 -- GLOBAL_STEP: 191375 | > loss_disc: 2.2608847618103027 (2.326175122033982) | > loss_disc_real_0: 0.1117171123623848 (0.11528726498640719) | > loss_disc_real_1: 0.21785666048526764 (0.19769434506694475) | > loss_disc_real_2: 0.22881293296813965 (0.21343302407435008) | > loss_disc_real_3: 0.20594309270381927 (0.22600279766179265) | > loss_disc_real_4: 0.21287988126277924 (0.22483718998375393) | > loss_disc_real_5: 0.2040233165025711 (0.21674105968503726) | > loss_0: 2.2608847618103027 (2.326175122033982) | > grad_norm_0: tensor(18.7097, device='cuda:0') (tensor(9.3515, device='cuda:0')) | > loss_gen: 2.4876670837402344 (2.510143299897513) | > loss_kl: 1.7717317342758179 (1.835860401391983) | > loss_feat: 7.400512218475342 (7.247143569446745) | > loss_mel: 18.466386795043945 (18.57975598743984) | > loss_duration: 2.139984607696533 (2.0458896145934156) | > loss_1: 32.26628112792969 (32.21879293805078) | > grad_norm_1: tensor(200.6661, device='cuda:0') (tensor(111.3316, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.3535 (0.3587059009642828) | > loader_time: 0.004 (0.0033800204594930014)  --> TIME: 2024-06-11 04:45:15 -- STEP: 109/330 -- GLOBAL_STEP: 191400 | > loss_disc: 2.2203354835510254 (2.325039367063329) | > loss_disc_real_0: 0.11913789063692093 (0.11466339517624007) | > loss_disc_real_1: 0.20177604258060455 (0.19714903079588478) | > loss_disc_real_2: 0.19984008371829987 (0.21465146281850447) | > loss_disc_real_3: 0.19092020392417908 (0.22657613510932398) | > loss_disc_real_4: 0.21033437550067902 (0.2243758542548626) | > loss_disc_real_5: 0.20832471549510956 (0.21661870003840245) | > loss_0: 2.2203354835510254 (2.325039367063329) | > grad_norm_0: tensor(25.5347, device='cuda:0') (tensor(11.4010, device='cuda:0')) | > loss_gen: 2.586986541748047 (2.5118353148119175) | > loss_kl: 2.045926570892334 (1.8477352332631383) | > loss_feat: 7.015680313110352 (7.21970395866884) | > loss_mel: 18.332061767578125 (18.548718776177925) | > loss_duration: 1.9863343238830566 (2.0441005240886576) | > loss_1: 31.966989517211914 (32.172093872630256) | > grad_norm_1: tensor(417.5488, device='cuda:0') (tensor(139.4730, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.4024 (0.3622113170973751) | > loader_time: 0.0041 (0.0034965112668658613)  --> TIME: 2024-06-11 04:45:25 -- STEP: 134/330 -- GLOBAL_STEP: 191425 | > loss_disc: 2.315896987915039 (2.3193545003435494) | > loss_disc_real_0: 0.12259537726640701 (0.1149350449220458) | > loss_disc_real_1: 0.1653381884098053 (0.19699828827114246) | > loss_disc_real_2: 0.19978950917720795 (0.21349630983018164) | > loss_disc_real_3: 0.20180119574069977 (0.2257333554661096) | > loss_disc_real_4: 0.22026056051254272 (0.2239938932123469) | > loss_disc_real_5: 0.1909157931804657 (0.21603041842802248) | > loss_0: 2.315896987915039 (2.3193545003435494) | > grad_norm_0: tensor(24.7234, device='cuda:0') (tensor(12.6789, device='cuda:0')) | > loss_gen: 2.4707441329956055 (2.5194198942896153) | > loss_kl: 1.7056721448898315 (1.8430589126117194) | > loss_feat: 8.110668182373047 (7.249624782533788) | > loss_mel: 18.26703643798828 (18.532520208785783) | > loss_duration: 2.0342607498168945 (2.045178330656308) | > loss_1: 32.588382720947266 (32.18980224096952) | > grad_norm_1: tensor(382.7042, device='cuda:0') (tensor(156.5256, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.3906 (0.3669874454612162) | > loader_time: 0.004 (0.003653988909365526)  --> TIME: 2024-06-11 04:45:35 -- STEP: 159/330 -- GLOBAL_STEP: 191450 | > loss_disc: 2.192483901977539 (2.3167812044515546) | > loss_disc_real_0: 0.08472608029842377 (0.11498062645301879) | > loss_disc_real_1: 0.23439012467861176 (0.1972400209626312) | > loss_disc_real_2: 0.2088622897863388 (0.21318003141655112) | > loss_disc_real_3: 0.19433017075061798 (0.2253860225842434) | > loss_disc_real_4: 0.18760012090206146 (0.22331097262835356) | > loss_disc_real_5: 0.17640992999076843 (0.21536453133858974) | > loss_0: 2.192483901977539 (2.3167812044515546) | > grad_norm_0: tensor(45.0429, device='cuda:0') (tensor(15.9810, device='cuda:0')) | > loss_gen: 2.543778896331787 (2.52333884719033) | > loss_kl: 2.0000979900360107 (1.8481873371316202) | > loss_feat: 7.554932594299316 (7.249254472600589) | > loss_mel: 17.57579231262207 (18.497452717907017) | > loss_duration: 2.0599918365478516 (2.0462336120365556) | > loss_1: 31.734594345092773 (32.16446703784871) | > grad_norm_1: tensor(439.6501, device='cuda:0') (tensor(183.1868, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.38 (0.37111323884448166) | > loader_time: 0.0051 (0.0037769101700692808)  --> TIME: 2024-06-11 04:45:45 -- STEP: 184/330 -- GLOBAL_STEP: 191475 | > loss_disc: 2.364712715148926 (2.3203630525132874) | > loss_disc_real_0: 0.18505488336086273 (0.11548288636233496) | > loss_disc_real_1: 0.21966786682605743 (0.1973589558316314) | > loss_disc_real_2: 0.19568601250648499 (0.2134927788992291) | > loss_disc_real_3: 0.22659829258918762 (0.2263095561091019) | > loss_disc_real_4: 0.2377103567123413 (0.22314630740362668) | > loss_disc_real_5: 0.21037557721138 (0.21593705005943775) | > loss_0: 2.364712715148926 (2.3203630525132874) | > grad_norm_0: tensor(66.8721, device='cuda:0') (tensor(19.5869, device='cuda:0')) | > loss_gen: 2.6055991649627686 (2.5298421901205304) | > loss_kl: 1.857500672340393 (1.8494824546834696) | > loss_feat: 6.877467155456543 (7.247535518977953) | > loss_mel: 17.993459701538086 (18.475934723149162) | > loss_duration: 2.0862836837768555 (2.0516589076622687) | > loss_1: 31.420310974121094 (32.15445388918337) | > grad_norm_1: tensor(280.8155, device='cuda:0') (tensor(210.6659, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.3943 (0.3743793627490168) | > loader_time: 0.0046 (0.0038799228875533395)  --> TIME: 2024-06-11 04:45:55 -- STEP: 209/330 -- GLOBAL_STEP: 191500 | > loss_disc: 2.426894187927246 (2.322779195730765) | > loss_disc_real_0: 0.08854840695858002 (0.11709749067656731) | > loss_disc_real_1: 0.15104086697101593 (0.1969795491564217) | > loss_disc_real_2: 0.23226387798786163 (0.2135568515678342) | > loss_disc_real_3: 0.24440166354179382 (0.22623509539371472) | > loss_disc_real_4: 0.21075142920017242 (0.22364341000620833) | > loss_disc_real_5: 0.2453281134366989 (0.21662328153420862) | > loss_0: 2.426894187927246 (2.322779195730765) | > grad_norm_0: tensor(41.9769, device='cuda:0') (tensor(22.7807, device='cuda:0')) | > loss_gen: 2.436347484588623 (2.5373467794445714) | > loss_kl: 1.7159801721572876 (1.8506057085603047) | > loss_feat: 6.561570167541504 (7.279808804178923) | > loss_mel: 17.528223037719727 (18.451065848318585) | > loss_duration: 2.125253200531006 (2.058357182872354) | > loss_1: 30.36737632751465 (32.177184355886354) | > grad_norm_1: tensor(427.7411, device='cuda:0') (tensor(237.0128, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.4051 (0.37712771812694496) | > loader_time: 0.0054 (0.003998198577661836) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_191500.pth  --> TIME: 2024-06-11 04:46:11 -- STEP: 234/330 -- GLOBAL_STEP: 191525 | > loss_disc: 2.3443100452423096 (2.322952721872899) | > loss_disc_real_0: 0.11233790218830109 (0.1180575657954328) | > loss_disc_real_1: 0.21136681735515594 (0.19726799721391794) | > loss_disc_real_2: 0.2653566002845764 (0.2133746494849523) | > loss_disc_real_3: 0.2454196810722351 (0.22611699361576992) | > loss_disc_real_4: 0.24565933644771576 (0.22318927720825898) | > loss_disc_real_5: 0.25435328483581543 (0.21630274861032128) | > loss_0: 2.3443100452423096 (2.322952721872899) | > grad_norm_0: tensor(17.4652, device='cuda:0') (tensor(23.7247, device='cuda:0')) | > loss_gen: 2.501070261001587 (2.533472148781149) | > loss_kl: 1.853956937789917 (1.8535680801440508) | > loss_feat: 6.592144012451172 (7.2669429330744295) | > loss_mel: 17.737394332885742 (18.402599334716804) | > loss_duration: 2.1450610160827637 (2.065870291147478) | > loss_1: 30.829626083374023 (32.12245280110937) | > grad_norm_1: tensor(219.7106, device='cuda:0') (tensor(245.3725, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.414 (0.38161125244238436) | > loader_time: 0.0052 (0.004141784121847563)  --> TIME: 2024-06-11 04:46:22 -- STEP: 259/330 -- GLOBAL_STEP: 191550 | > loss_disc: 2.265033483505249 (2.325295439097871) | > loss_disc_real_0: 0.09502193331718445 (0.11811971723400488) | > loss_disc_real_1: 0.20940417051315308 (0.19749599856299327) | > loss_disc_real_2: 0.19775983691215515 (0.2135672959926966) | > loss_disc_real_3: 0.20288129150867462 (0.2262565301997321) | > loss_disc_real_4: 0.2282869666814804 (0.22384504191433605) | > loss_disc_real_5: 0.20852848887443542 (0.21665183745295846) | > loss_0: 2.265033483505249 (2.325295439097871) | > grad_norm_0: tensor(18.1277, device='cuda:0') (tensor(22.4621, device='cuda:0')) | > loss_gen: 2.4683997631073 (2.5284296711439334) | > loss_kl: 1.9827806949615479 (1.8614184119986752) | > loss_feat: 7.359369277954102 (7.272474918586407) | > loss_mel: 18.253997802734375 (18.373401737581357) | > loss_duration: 2.1702992916107178 (2.0731605719415387) | > loss_1: 32.23484420776367 (32.10888533426528) | > grad_norm_1: tensor(182.3399, device='cuda:0') (tensor(237.1324, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.4376 (0.38678024818538237) | > loader_time: 0.0057 (0.004278465587660155)  --> TIME: 2024-06-11 04:46:34 -- STEP: 284/330 -- GLOBAL_STEP: 191575 | > loss_disc: 2.273472785949707 (2.325912565412654) | > loss_disc_real_0: 0.08927035331726074 (0.11876623270849526) | > loss_disc_real_1: 0.19845886528491974 (0.19760700173571083) | > loss_disc_real_2: 0.17637822031974792 (0.21388153800032503) | > loss_disc_real_3: 0.22203755378723145 (0.2260899162313468) | > loss_disc_real_4: 0.22962836921215057 (0.2240792259993688) | > loss_disc_real_5: 0.20381566882133484 (0.216606137460806) | > loss_0: 2.273472785949707 (2.325912565412654) | > grad_norm_0: tensor(17.1814, device='cuda:0') (tensor(21.5062, device='cuda:0')) | > loss_gen: 2.3570449352264404 (2.523796830378787) | > loss_kl: 1.8259414434432983 (1.8653431795012783) | > loss_feat: 7.074802875518799 (7.274635550001977) | > loss_mel: 18.281984329223633 (18.335579475886387) | > loss_duration: 2.1649656295776367 (2.0815665419672578) | > loss_1: 31.70473861694336 (32.080921602920746) | > grad_norm_1: tensor(186.8595, device='cuda:0') (tensor(228.4310, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.4645 (0.392488805341049) | > loader_time: 0.0071 (0.004459342486421829)  --> TIME: 2024-06-11 04:46:46 -- STEP: 309/330 -- GLOBAL_STEP: 191600 | > loss_disc: 2.361785888671875 (2.3271142549113524) | > loss_disc_real_0: 0.14437732100486755 (0.11929853199031747) | > loss_disc_real_1: 0.24292559921741486 (0.19816250086409382) | > loss_disc_real_2: 0.20548582077026367 (0.21351013523089457) | > loss_disc_real_3: 0.2529762387275696 (0.22617493507159953) | > loss_disc_real_4: 0.2362302988767624 (0.22422270443061412) | > loss_disc_real_5: 0.23050428926944733 (0.21646225934661317) | > loss_0: 2.361785888671875 (2.3271142549113524) | > grad_norm_0: tensor(11.4660, device='cuda:0') (tensor(22.1838, device='cuda:0')) | > loss_gen: 2.5514678955078125 (2.5227625408604686) | > loss_kl: 1.9836643934249878 (1.8707446060520159) | > loss_feat: 6.475977897644043 (7.299344484088491) | > loss_mel: 16.46754264831543 (18.276648888695977) | > loss_duration: 2.2540435791015625 (2.0926471960197377) | > loss_1: 29.732696533203125 (32.0621477269046) | > grad_norm_1: tensor(398.5638, device='cuda:0') (tensor(240.7497, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.5131 (0.40029526142626515) | > loader_time: 0.0079 (0.004667358491027239)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.809006452560425 (2.809006452560425) | > loss_disc_real_0: 0.14931920170783997 (0.14931920170783997) | > loss_disc_real_1: 0.25787654519081116 (0.25787654519081116) | > loss_disc_real_2: 0.2703172266483307 (0.2703172266483307) | > loss_disc_real_3: 0.2808884084224701 (0.2808884084224701) | > loss_disc_real_4: 0.24927721917629242 (0.24927721917629242) | > loss_disc_real_5: 0.2866051495075226 (0.2866051495075226) | > loss_0: 2.809006452560425 (2.809006452560425) | > loss_gen: 2.1447086334228516 (2.1447086334228516) | > loss_kl: 1.9311871528625488 (1.9311871528625488) | > loss_feat: 5.450788497924805 (5.450788497924805) | > loss_mel: 17.13500213623047 (17.13500213623047) | > loss_duration: 2.8835530281066895 (2.8835530281066895) | > loss_1: 29.545238494873047 (29.545238494873047)  --> STEP: 1 | > loss_disc: 2.6953420639038086 (2.6953420639038086) | > loss_disc_real_0: 0.11228984594345093 (0.11228984594345093) | > loss_disc_real_1: 0.24654527008533478 (0.24654527008533478) | > loss_disc_real_2: 0.21684634685516357 (0.21684634685516357) | > loss_disc_real_3: 0.30804383754730225 (0.30804383754730225) | > loss_disc_real_4: 0.23310069739818573 (0.23310069739818573) | > loss_disc_real_5: 0.2332293689250946 (0.2332293689250946) | > loss_0: 2.6953420639038086 (2.6953420639038086) | > loss_gen: 1.9289048910140991 (1.9289048910140991) | > loss_kl: 1.992255449295044 (1.992255449295044) | > loss_feat: 4.141651153564453 (4.141651153564453) | > loss_mel: 17.607994079589844 (17.607994079589844) | > loss_duration: 2.4407925605773926 (2.4407925605773926) | > loss_1: 28.11159896850586 (28.11159896850586)  --> STEP: 2 | > loss_disc: 2.3694663047790527 (2.5324041843414307) | > loss_disc_real_0: 0.08568818122148514 (0.09898901358246803) | > loss_disc_real_1: 0.1477590650320053 (0.19715216755867004) | > loss_disc_real_2: 0.26734545826911926 (0.24209590256214142) | > loss_disc_real_3: 0.2807641327381134 (0.2944039851427078) | > loss_disc_real_4: 0.24503163993358612 (0.23906616866588593) | > loss_disc_real_5: 0.25861304998397827 (0.24592120945453644) | > loss_0: 2.3694663047790527 (2.5324041843414307) | > loss_gen: 2.550929069519043 (2.239916980266571) | > loss_kl: 2.1115753650665283 (2.051915407180786) | > loss_feat: 6.8324198722839355 (5.487035512924194) | > loss_mel: 19.936357498168945 (18.772175788879395) | > loss_duration: 2.511791944503784 (2.4762922525405884) | > loss_1: 33.94307327270508 (31.02733612060547)  --> STEP: 3 | > loss_disc: 2.378523826599121 (2.4811107317606607) | > loss_disc_real_0: 0.12088268995285034 (0.1062869057059288) | > loss_disc_real_1: 0.1581476330757141 (0.1841506560643514) | > loss_disc_real_2: 0.19466780126094818 (0.22628653546174368) | > loss_disc_real_3: 0.23365387320518494 (0.2741539478302002) | > loss_disc_real_4: 0.21852406859397888 (0.23221880197525024) | > loss_disc_real_5: 0.24620456993579865 (0.2460156629482905) | > loss_0: 2.378523826599121 (2.4811107317606607) | > loss_gen: 2.1199963092803955 (2.199943423271179) | > loss_kl: 2.2678394317626953 (2.1238900820414224) | > loss_feat: 5.016366481781006 (5.330145835876465) | > loss_mel: 19.674821853637695 (19.073057810465496) | > loss_duration: 2.2488133907318115 (2.400465965270996) | > loss_1: 31.327838897705078 (31.127503712972004)  --> STEP: 4 | > loss_disc: 2.5965921878814697 (2.509981095790863) | > loss_disc_real_0: 0.1842748522758484 (0.1257838923484087) | > loss_disc_real_1: 0.23197752237319946 (0.19610737264156342) | > loss_disc_real_2: 0.2546907663345337 (0.23338759317994118) | > loss_disc_real_3: 0.2976570427417755 (0.280029721558094) | > loss_disc_real_4: 0.24981635808944702 (0.23661819100379944) | > loss_disc_real_5: 0.2408979833126068 (0.24473624303936958) | > loss_0: 2.5965921878814697 (2.509981095790863) | > loss_gen: 2.3025355339050293 (2.2255914509296417) | > loss_kl: 2.3015387058258057 (2.1683022379875183) | > loss_feat: 6.469736099243164 (5.61504340171814) | > loss_mel: 15.687925338745117 (18.2267746925354) | > loss_duration: 2.3556864261627197 (2.389271080493927) | > loss_1: 29.117422103881836 (30.624983310699463)  --> STEP: 5 | > loss_disc: 2.349719762802124 (2.4779288291931154) | > loss_disc_real_0: 0.1574496030807495 (0.13211703449487686) | > loss_disc_real_1: 0.17266947031021118 (0.19141979217529298) | > loss_disc_real_2: 0.2197897732257843 (0.2306680291891098) | > loss_disc_real_3: 0.21043401956558228 (0.2661105811595917) | > loss_disc_real_4: 0.16727711260318756 (0.22274997532367707) | > loss_disc_real_5: 0.2348446547985077 (0.2427579253911972) | > loss_0: 2.349719762802124 (2.4779288291931154) | > loss_gen: 2.296978235244751 (2.2398688077926634) | > loss_kl: 2.1390316486358643 (2.1624481201171877) | > loss_feat: 6.298717021942139 (5.7517781257629395) | > loss_mel: 19.457752227783203 (18.47297019958496) | > loss_duration: 2.3535513877868652 (2.3821271419525147) | > loss_1: 32.54602813720703 (31.009192276000977)  --> STEP: 6 | > loss_disc: 2.4376537799835205 (2.471216320991516) | > loss_disc_real_0: 0.18220669031143188 (0.1404653104643027) | > loss_disc_real_1: 0.22836169600486755 (0.19757677614688873) | > loss_disc_real_2: 0.2921534478664398 (0.2409155989686648) | > loss_disc_real_3: 0.2118663489818573 (0.2570698757966359) | > loss_disc_real_4: 0.2102469801902771 (0.22066614280144373) | > loss_disc_real_5: 0.15933726727962494 (0.22885448237260184) | > loss_0: 2.4376537799835205 (2.471216320991516) | > loss_gen: 2.342088222503662 (2.2569053769111633) | > loss_kl: 2.414006233215332 (2.2043744723002114) | > loss_feat: 5.274906158447266 (5.67229946454366) | > loss_mel: 19.309215545654297 (18.61234442392985) | > loss_duration: 2.1664867401123047 (2.3461870749791465) | > loss_1: 31.506702423095703 (31.092110633850098)  --> STEP: 7 | > loss_disc: 2.1023635864257812 (2.418523073196411) | > loss_disc_real_0: 0.14807210862636566 (0.141551995916026) | > loss_disc_real_1: 0.15395396947860718 (0.1913449466228485) | > loss_disc_real_2: 0.25229138135910034 (0.24254071073872702) | > loss_disc_real_3: 0.21945668756961823 (0.2516965631927763) | > loss_disc_real_4: 0.1300611048936844 (0.20772256595747812) | > loss_disc_real_5: 0.15343089401721954 (0.21807968403611863) | > loss_0: 2.1023635864257812 (2.418523073196411) | > loss_gen: 2.3975577354431152 (2.2769985709871565) | > loss_kl: 3.400010585784912 (2.3751796313694546) | > loss_feat: 7.030219078063965 (5.866287980760847) | > loss_mel: 18.92391586303711 (18.6568546295166) | > loss_duration: 2.5121469497680664 (2.3698956285204207) | > loss_1: 34.263851165771484 (31.545216424124582)  --> STEP: 8 | > loss_disc: 2.0657029151916504 (2.374420553445816) | > loss_disc_real_0: 0.17377837002277374 (0.14558029267936945) | > loss_disc_real_1: 0.1375398337841034 (0.18461930751800537) | > loss_disc_real_2: 0.1662188023328781 (0.2330004721879959) | > loss_disc_real_3: 0.1803874522447586 (0.24278292432427406) | > loss_disc_real_4: 0.1325242817401886 (0.19832278043031693) | > loss_disc_real_5: 0.16088749468326569 (0.21093066036701202) | > loss_0: 2.0657029151916504 (2.374420553445816) | > loss_gen: 2.419804334640503 (2.2948492914438248) | > loss_kl: 2.6591498851776123 (2.4106759130954742) | > loss_feat: 11.06404972076416 (6.516008198261261) | > loss_mel: 21.90606689453125 (19.063006162643433) | > loss_duration: 2.196108818054199 (2.348172277212143) | > loss_1: 40.24517822265625 (32.63271164894104)  --> STEP: 9 | > loss_disc: 2.341449737548828 (2.370757129457262) | > loss_disc_real_0: 0.21648100018501282 (0.15345814906888539) | > loss_disc_real_1: 0.13873523473739624 (0.1795210772090488) | > loss_disc_real_2: 0.25784581899642944 (0.23576106627782187) | > loss_disc_real_3: 0.27119824290275574 (0.24594018194410536) | > loss_disc_real_4: 0.21746322512626648 (0.20044949650764465) | > loss_disc_real_5: 0.1688026487827301 (0.2062497701909807) | > loss_0: 2.341449737548828 (2.370757129457262) | > loss_gen: 2.6774580478668213 (2.3373613754908242) | > loss_kl: 2.557269334793091 (2.4269640710618763) | > loss_feat: 8.78538703918457 (6.768161402808295) | > loss_mel: 20.86573600769043 (19.263309478759766) | > loss_duration: 2.130166530609131 (2.323949416478475) | > loss_1: 37.01601791381836 (33.11974567837186)  --> STEP: 10 | > loss_disc: 2.231135845184326 (2.356795001029968) | > loss_disc_real_0: 0.0792670026421547 (0.1460390344262123) | > loss_disc_real_1: 0.1707039177417755 (0.17863936126232147) | > loss_disc_real_2: 0.2489079087972641 (0.2370757505297661) | > loss_disc_real_3: 0.1994830071926117 (0.241294464468956) | > loss_disc_real_4: 0.21203109622001648 (0.20160765647888185) | > loss_disc_real_5: 0.16184918582439423 (0.20180971175432205) | > loss_0: 2.231135845184326 (2.356795001029968) | > loss_gen: 2.2274069786071777 (2.3263659358024595) | > loss_kl: 2.2475311756134033 (2.409020781517029) | > loss_feat: 5.689655303955078 (6.6603107929229735) | > loss_mel: 20.270139694213867 (19.363992500305176) | > loss_duration: 2.336268901824951 (2.3251813650131226) | > loss_1: 32.770999908447266 (33.08487110137939)  --> STEP: 11 | > loss_disc: 2.6442012786865234 (2.3829228444532915) | > loss_disc_real_0: 0.1989704817533493 (0.15085098418322476) | > loss_disc_real_1: 0.17306621372699738 (0.1781327114863829) | > loss_disc_real_2: 0.34135082364082336 (0.2465553026307713) | > loss_disc_real_3: 0.2821767330169678 (0.24501103433695706) | > loss_disc_real_4: 0.1817922741174698 (0.19980625808238983) | > loss_disc_real_5: 0.2251531332731247 (0.2039318409833041) | > loss_0: 2.6442012786865234 (2.3829228444532915) | > loss_gen: 2.174647808074951 (2.3125733787363227) | > loss_kl: 2.668955087661743 (2.43265117298473) | > loss_feat: 6.575709342956543 (6.652619752016935) | > loss_mel: 18.770030975341797 (19.309995998035777) | > loss_duration: 2.450197696685791 (2.3365464860742744) | > loss_1: 32.63954162597656 (33.0443866036155)  --> STEP: 12 | > loss_disc: 2.421614170074463 (2.386147121588389) | > loss_disc_real_0: 0.0787961483001709 (0.14484641452630362) | > loss_disc_real_1: 0.21623745560646057 (0.18130810682972273) | > loss_disc_real_2: 0.2047799676656723 (0.24307402471701303) | > loss_disc_real_3: 0.3096873164176941 (0.25040072451035184) | > loss_disc_real_4: 0.23721559345722198 (0.20292370269695917) | > loss_disc_real_5: 0.2810732424259186 (0.21036029110352197) | > loss_0: 2.421614170074463 (2.386147121588389) | > loss_gen: 2.335024118423462 (2.314444273710251) | > loss_kl: 2.2389369010925293 (2.4165083169937134) | > loss_feat: 6.366811275482178 (6.628802378972371) | > loss_mel: 19.44645881652832 (19.321367899576824) | > loss_duration: 2.263059139251709 (2.3304225405057273) | > loss_1: 32.650291442871094 (33.01154534022013)  --> STEP: 13 | > loss_disc: 2.500464916229248 (2.3949407980992246) | > loss_disc_real_0: 0.17174561321735382 (0.1469155836563844) | > loss_disc_real_1: 0.3627786934375763 (0.19526738272263452) | > loss_disc_real_2: 0.29115432500839233 (0.24677250935481146) | > loss_disc_real_3: 0.2204570472240448 (0.24809736471909744) | > loss_disc_real_4: 0.17719414830207825 (0.20094450620504525) | > loss_disc_real_5: 0.21783439815044403 (0.21093522241482368) | > loss_0: 2.500464916229248 (2.3949407980992246) | > loss_gen: 2.4920475482940674 (2.328106064062852) | > loss_kl: 2.688951015472412 (2.4374654476459208) | > loss_feat: 5.742208957672119 (6.560602885026198) | > loss_mel: 16.37002944946289 (19.094341864952675) | > loss_duration: 2.1711678504943848 (2.318172179735624) | > loss_1: 29.464405059814453 (32.73868839557354)  --> STEP: 14 | > loss_disc: 2.091130495071411 (2.3732400621686662) | > loss_disc_real_0: 0.08070234954357147 (0.14218606693404062) | > loss_disc_real_1: 0.12577787041664124 (0.1903038461293493) | > loss_disc_real_2: 0.2082751840353012 (0.24402270040341786) | > loss_disc_real_3: 0.17316582798957825 (0.24274511209556035) | > loss_disc_real_4: 0.1950257569551468 (0.20052173840148108) | > loss_disc_real_5: 0.18375930190086365 (0.20899408523525512) | > loss_0: 2.091130495071411 (2.3732400621686662) | > loss_gen: 2.4102871417999268 (2.333976141044072) | > loss_kl: 2.647472381591797 (2.4524659429277693) | > loss_feat: 8.395119667053223 (6.691639798028128) | > loss_mel: 20.17084312438965 (19.171234812055314) | > loss_duration: 2.2928011417388916 (2.316359962735857) | > loss_1: 35.91652297973633 (32.9656765801566)  --> STEP: 15 | > loss_disc: 2.1849262714385986 (2.3606858094533285) | > loss_disc_real_0: 0.1396242082118988 (0.1420152763525645) | > loss_disc_real_1: 0.14833500981330872 (0.18750592370827993) | > loss_disc_real_2: 0.2141404002904892 (0.24203054706255595) | > loss_disc_real_3: 0.1900503933429718 (0.23923213084538777) | > loss_disc_real_4: 0.1376384198665619 (0.1963295171658198) | > loss_disc_real_5: 0.12224437296390533 (0.2032107710838318) | > loss_0: 2.1849262714385986 (2.3606858094533285) | > loss_gen: 2.2479166984558105 (2.328238844871521) | > loss_kl: 3.30718994140625 (2.5094475428263348) | > loss_feat: 7.194283485412598 (6.725149377187093) | > loss_mel: 17.789573669433594 (19.07912406921387) | > loss_duration: 2.371541738510132 (2.3200387477874758) | > loss_1: 32.91050338745117 (32.96199836730957)  --> STEP: 16 | > loss_disc: 2.422759771347046 (2.364565432071686) | > loss_disc_real_0: 0.10453886538743973 (0.1396730006672442) | > loss_disc_real_1: 0.21782954037189484 (0.18940114974975586) | > loss_disc_real_2: 0.22187913954257965 (0.24077108409255743) | > loss_disc_real_3: 0.26386111974716187 (0.24077144265174866) | > loss_disc_real_4: 0.19200505316257477 (0.196059238165617) | > loss_disc_real_5: 0.2152075618505478 (0.20396057050675154) | > loss_0: 2.422759771347046 (2.364565432071686) | > loss_gen: 2.2999279499053955 (2.326469413936138) | > loss_kl: 2.3135457038879395 (2.497203677892685) | > loss_feat: 7.151827335357666 (6.751816749572754) | > loss_mel: 18.976242065429688 (19.072693943977356) | > loss_duration: 2.330752372741699 (2.3207083493471146) | > loss_1: 33.072296142578125 (32.968891978263855)  --> STEP: 17 | > loss_disc: 2.6483705043792725 (2.3812598480897793) | > loss_disc_real_0: 0.172037273645401 (0.14157678143066518) | > loss_disc_real_1: 0.23816190659999847 (0.192269429564476) | > loss_disc_real_2: 0.2786003351211548 (0.24299633415306315) | > loss_disc_real_3: 0.3033686578273773 (0.24445363177972682) | > loss_disc_real_4: 0.2787306606769562 (0.20092226301922517) | > loss_disc_real_5: 0.2691757082939148 (0.20779675508246703) | > loss_0: 2.6483705043792725 (2.3812598480897793) | > loss_gen: 2.2226505279541016 (2.320362420643077) | > loss_kl: 2.3583824634552 (2.4890377241022446) | > loss_feat: 3.426987409591675 (6.556238553103278) | > loss_mel: 16.488309860229492 (18.920671350815716) | > loss_duration: 2.3964760303497314 (2.325165271759033) | > loss_1: 26.892807006835938 (32.611475215238684)  --> STEP: 18 | > loss_disc: 2.2685599327087402 (2.3749987416797214) | > loss_disc_real_0: 0.060058191418647766 (0.13704797087444198) | > loss_disc_real_1: 0.132276713848114 (0.188936500913567) | > loss_disc_real_2: 0.21950501203536987 (0.2416912607020802) | > loss_disc_real_3: 0.22638347744941711 (0.24344973431693184) | > loss_disc_real_4: 0.17151758074760437 (0.19928866955969068) | > loss_disc_real_5: 0.22415511310100555 (0.20870555275016361) | > loss_0: 2.2685599327087402 (2.3749987416797214) | > loss_gen: 2.2084462642669678 (2.31414485639996) | > loss_kl: 2.4788689613342285 (2.4884727928373547) | > loss_feat: 8.952980041503906 (6.689390858014424) | > loss_mel: 20.72275733947754 (19.020787239074707) | > loss_duration: 2.2815113067626953 (2.3227400514814587) | > loss_1: 36.644561767578125 (32.83553557925754)  --> STEP: 19 | > loss_disc: 2.5713376998901367 (2.385332371059217) | > loss_disc_real_0: 0.2066321074962616 (0.14071029385453776) | > loss_disc_real_1: 0.2629924714565277 (0.19283418357372284) | > loss_disc_real_2: 0.19737474620342255 (0.2393588125705719) | > loss_disc_real_3: 0.2205330729484558 (0.24224359424490677) | > loss_disc_real_4: 0.1984270215034485 (0.19924331966199374) | > loss_disc_real_5: 0.21582914888858795 (0.20908047886271225) | > loss_0: 2.5713376998901367 (2.385332371059217) | > loss_gen: 2.1903114318847656 (2.3076273077412655) | > loss_kl: 1.9734861850738525 (2.4613682345340124) | > loss_feat: 6.327053070068359 (6.670320448122527) | > loss_mel: 18.87499237060547 (19.013113824944746) | > loss_duration: 2.3184542655944824 (2.322514483803197) | > loss_1: 31.684297561645508 (32.77494410464638)  --> STEP: 20 | > loss_disc: 2.5710039138793945 (2.394615948200226) | > loss_disc_real_0: 0.1492462009191513 (0.14113708920776843) | > loss_disc_real_1: 0.2350362241268158 (0.1949442856013775) | > loss_disc_real_2: 0.38175591826438904 (0.24647866785526276) | > loss_disc_real_3: 0.23579061031341553 (0.24192094504833223) | > loss_disc_real_4: 0.1939544975757599 (0.19897887855768204) | > loss_disc_real_5: 0.32951655983924866 (0.21510228291153907) | > loss_0: 2.5710039138793945 (2.394615948200226) | > loss_gen: 2.4401233196258545 (2.314252108335495) | > loss_kl: 1.9090849161148071 (2.433754068613052) | > loss_feat: 5.743934154510498 (6.624001133441925) | > loss_mel: 19.165380477905273 (19.020727157592773) | > loss_duration: 2.2870171070098877 (2.3207396149635313) | > loss_1: 31.54553985595703 (32.713473892211915)  --> STEP: 21 | > loss_disc: 2.560187578201294 (2.40250031153361) | > loss_disc_real_0: 0.12066610157489777 (0.14016228027286984) | > loss_disc_real_1: 0.2304781675338745 (0.19663637521721067) | > loss_disc_real_2: 0.3017618656158447 (0.24911120108195714) | > loss_disc_real_3: 0.2818717360496521 (0.24382336366744267) | > loss_disc_real_4: 0.18684642016887665 (0.1984011424439294) | > loss_disc_real_5: 0.2852226495742798 (0.2184413479907172) | > loss_0: 2.560187578201294 (2.40250031153361) | > loss_gen: 2.221306324005127 (2.3098261186054776) | > loss_kl: 3.3438079357147217 (2.477089967046465) | > loss_feat: 5.3000078201293945 (6.560953832807995) | > loss_mel: 16.876863479614258 (18.918638411022368) | > loss_duration: 2.123342990875244 (2.311339775721232) | > loss_1: 29.865327835083008 (32.57784788949149)  --> STEP: 22 | > loss_disc: 2.2682559490203857 (2.3963982950557363) | > loss_disc_real_0: 0.08884330093860626 (0.1378295993940397) | > loss_disc_real_1: 0.1637972593307495 (0.19514368813146243) | > loss_disc_real_2: 0.293500155210495 (0.2511288808150725) | > loss_disc_real_3: 0.29422900080680847 (0.24611452899195932) | > loss_disc_real_4: 0.2100113183259964 (0.19892887771129608) | > loss_disc_real_5: 0.24554702639579773 (0.21967342428185724) | > loss_0: 2.2682559490203857 (2.3963982950557363) | > loss_gen: 2.59618878364563 (2.32284260338003) | > loss_kl: 2.2948427200317383 (2.468806001273068) | > loss_feat: 8.219069480895996 (6.636322725902904) | > loss_mel: 19.50369644165039 (18.945231957869098) | > loss_duration: 2.1603288650512695 (2.3044756434180518) | > loss_1: 34.77412414550781 (32.67767862840132)  --> STEP: 23 | > loss_disc: 2.410374641418457 (2.397005962288898) | > loss_disc_real_0: 0.21777582168579102 (0.1413055221023767) | > loss_disc_real_1: 0.26057541370391846 (0.19798854576504749) | > loss_disc_real_2: 0.2589482069015503 (0.25146885151448456) | > loss_disc_real_3: 0.24127890169620514 (0.24590428432692651) | > loss_disc_real_4: 0.17041300237178802 (0.19768905704436096) | > loss_disc_real_5: 0.20029185712337494 (0.21883074744887973) | > loss_0: 2.410374641418457 (2.397005962288898) | > loss_gen: 2.4440884590148926 (2.3281141623206763) | > loss_kl: 2.2283921241760254 (2.4583532240079795) | > loss_feat: 5.823243141174316 (6.6009714396103565) | > loss_mel: 15.604913711547852 (18.800000729768172) | > loss_duration: 2.293870687484741 (2.304014558377473) | > loss_1: 28.394508361816406 (32.49145383420198)  --> STEP: 24 | > loss_disc: 2.587326765060425 (2.4049359957377114) | > loss_disc_real_0: 0.1302955001592636 (0.14084677118808034) | > loss_disc_real_1: 0.25924500823020935 (0.20054089836776257) | > loss_disc_real_2: 0.3283246159553528 (0.2546711750328541) | > loss_disc_real_3: 0.2517241835594177 (0.2461467801282803) | > loss_disc_real_4: 0.24777522683143616 (0.19977598078548908) | > loss_disc_real_5: 0.32367047667503357 (0.22319906949996948) | > loss_0: 2.587326765060425 (2.4049359957377114) | > loss_gen: 2.5276310443878174 (2.3364273657401404) | > loss_kl: 2.8450140953063965 (2.4744640936454134) | > loss_feat: 6.6074299812316895 (6.601240545511246) | > loss_mel: 18.0128231048584 (18.7672016620636) | > loss_duration: 2.4296913146972656 (2.309251089890798) | > loss_1: 32.42259216308594 (32.48858459790548)  --> STEP: 25 | > loss_disc: 2.295504093170166 (2.4005587196350096) | > loss_disc_real_0: 0.12386882305145264 (0.14016765326261524) | > loss_disc_real_1: 0.1633101999759674 (0.19905167043209077) | > loss_disc_real_2: 0.28724998235702515 (0.2559743273258209) | > loss_disc_real_3: 0.23249919712543488 (0.2456008768081665) | > loss_disc_real_4: 0.13073427975177765 (0.19701431274414063) | > loss_disc_real_5: 0.13896538317203522 (0.2198297220468521) | > loss_0: 2.295504093170166 (2.4005587196350096) | > loss_gen: 2.2303993701934814 (2.332186245918274) | > loss_kl: 2.396404504776001 (2.4713417100906367) | > loss_feat: 7.431147575378418 (6.634436826705933) | > loss_mel: 16.59480857849121 (18.680305938720704) | > loss_duration: 2.327981948852539 (2.3100003242492675) | > loss_1: 30.980741500854492 (32.42827087402344)  --> STEP: 26 | > loss_disc: 2.7135872840881348 (2.4125982798062835) | > loss_disc_real_0: 0.24226465821266174 (0.14409446114530933) | > loss_disc_real_1: 0.25972259044647217 (0.20138516735572082) | > loss_disc_real_2: 0.2030642032623291 (0.25393932255414814) | > loss_disc_real_3: 0.17595398426055908 (0.24292215017172006) | > loss_disc_real_4: 0.16567692160606384 (0.19580902846959922) | > loss_disc_real_5: 0.15711642801761627 (0.2174176722764969) | > loss_0: 2.7135872840881348 (2.4125982798062835) | > loss_gen: 1.7921408414840698 (2.3114152688246508) | > loss_kl: 2.1309218406677246 (2.4582486381897555) | > loss_feat: 4.98797607421875 (6.571111413148733) | > loss_mel: 10.167620658874512 (18.352894966418926) | > loss_duration: 2.25937819480896 (2.3080533192707944) | > loss_1: 21.338037490844727 (32.00172343620887) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025569750712468075 (+0.00022815741025484539) | > avg_loss_disc: 2.4125982798062835 (-0.10436489948859595) | > avg_loss_disc_real_0: 0.14409446114530933 (-0.04594230250670356) | > avg_loss_disc_real_1: 0.20138516735572082 (-0.07975336966606278) | > avg_loss_disc_real_2: 0.25393932255414814 (-0.018835660929863274) | > avg_loss_disc_real_3: 0.24292215017172006 (-0.00950886423771205) | > avg_loss_disc_real_4: 0.19580902846959922 (-0.0819237043078129) | > avg_loss_disc_real_5: 0.2174176722764969 (-0.0413714200258255) | > avg_loss_0: 2.4125982798062835 (-0.10436489948859595) | > avg_loss_gen: 2.3114152688246508 (-0.3806653206165018) | > avg_loss_kl: 2.4582486381897555 (-0.20475051494745156) | > avg_loss_feat: 6.571111413148733 (-0.26833194952744677) | > avg_loss_mel: 18.352894966418926 (+0.2651880337641792) | > avg_loss_duration: 2.3080533192707944 (+0.01747709054213331) | > avg_loss_1: 32.00172343620887 (-0.571082848768981)  > EPOCH: 314/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:47:18)   --> TIME: 2024-06-11 04:47:21 -- STEP: 4/330 -- GLOBAL_STEP: 191625 | > loss_disc: 2.3724985122680664 (2.395945370197296) | > loss_disc_real_0: 0.10343343019485474 (0.1246634479612112) | > loss_disc_real_1: 0.16696485877037048 (0.21078211441636086) | > loss_disc_real_2: 0.2288629561662674 (0.22330112755298615) | > loss_disc_real_3: 0.26697418093681335 (0.2606581263244152) | > loss_disc_real_4: 0.24736198782920837 (0.23233869671821594) | > loss_disc_real_5: 0.26285499334335327 (0.23346734046936035) | > loss_0: 2.3724985122680664 (2.395945370197296) | > grad_norm_0: tensor(22.8091, device='cuda:0') (tensor(18.4781, device='cuda:0')) | > loss_gen: 2.428816318511963 (2.5119146704673767) | > loss_kl: 1.8476805686950684 (1.8457025587558746) | > loss_feat: 6.5468430519104 (6.823189854621887) | > loss_mel: 18.22050666809082 (18.962024688720703) | > loss_duration: 2.2510757446289062 (2.2437667846679688) | > loss_1: 31.294921875 (32.38659954071045) | > grad_norm_1: tensor(118.0001, device='cuda:0') (tensor(132.5010, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3426 (0.3471936583518982) | > loader_time: 0.0027 (0.0033028721809387207)  --> TIME: 2024-06-11 04:47:30 -- STEP: 29/330 -- GLOBAL_STEP: 191650 | > loss_disc: 2.3524229526519775 (2.3381621837615967) | > loss_disc_real_0: 0.11363063752651215 (0.11306409435025577) | > loss_disc_real_1: 0.2144288569688797 (0.20522841245963655) | > loss_disc_real_2: 0.2169540673494339 (0.2168804730834632) | > loss_disc_real_3: 0.20491710305213928 (0.2314849341737813) | > loss_disc_real_4: 0.2279077172279358 (0.2285631036963956) | > loss_disc_real_5: 0.20463405549526215 (0.21759739723698845) | > loss_0: 2.3524229526519775 (2.3381621837615967) | > grad_norm_0: tensor(5.9744, device='cuda:0') (tensor(13.9904, device='cuda:0')) | > loss_gen: 2.428401231765747 (2.5178283822947534) | > loss_kl: 1.8541735410690308 (1.821950916586251) | > loss_feat: 6.863592624664307 (7.134160485760919) | > loss_mel: 18.273456573486328 (18.701966252820245) | > loss_duration: 2.05560302734375 (2.0912774307974455) | > loss_1: 31.47522735595703 (32.26718396153942) | > grad_norm_1: tensor(67.0662, device='cuda:0') (tensor(116.0795, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3678 (0.3539934404965105) | > loader_time: 0.0032 (0.003280680755089069)  --> TIME: 2024-06-11 04:47:39 -- STEP: 54/330 -- GLOBAL_STEP: 191675 | > loss_disc: 2.2559590339660645 (2.3445363397951478) | > loss_disc_real_0: 0.06937550753355026 (0.11287880371566172) | > loss_disc_real_1: 0.18498963117599487 (0.20228003020639773) | > loss_disc_real_2: 0.22633957862854004 (0.21826877886498416) | > loss_disc_real_3: 0.2273697406053543 (0.2325436525322773) | > loss_disc_real_4: 0.24857531487941742 (0.22772599756717682) | > loss_disc_real_5: 0.2113225758075714 (0.21730197138256496) | > loss_0: 2.2559590339660645 (2.3445363397951478) | > grad_norm_0: tensor(20.0204, device='cuda:0') (tensor(14.6536, device='cuda:0')) | > loss_gen: 2.624802827835083 (2.519349773724875) | > loss_kl: 1.8646894693374634 (1.8514495315375152) | > loss_feat: 8.212897300720215 (7.168163140614827) | > loss_mel: 19.42719268798828 (18.702447008203574) | > loss_duration: 2.022413492202759 (2.0591974633711354) | > loss_1: 34.15199661254883 (32.30060718677663) | > grad_norm_1: tensor(143.7532, device='cuda:0') (tensor(124.7628, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3643 (0.35846266040095576) | > loader_time: 0.0034 (0.0034373159761782045)  --> TIME: 2024-06-11 04:47:48 -- STEP: 79/330 -- GLOBAL_STEP: 191700 | > loss_disc: 2.361888885498047 (2.3394010127345215) | > loss_disc_real_0: 0.0816626101732254 (0.11273208807540845) | > loss_disc_real_1: 0.18527035415172577 (0.20036352925662754) | > loss_disc_real_2: 0.1956443041563034 (0.21686024605473386) | > loss_disc_real_3: 0.2425977885723114 (0.23027149050296108) | > loss_disc_real_4: 0.20593741536140442 (0.22678348214565952) | > loss_disc_real_5: 0.21142366528511047 (0.21785900487175472) | > loss_0: 2.361888885498047 (2.3394010127345215) | > grad_norm_0: tensor(32.9283, device='cuda:0') (tensor(15.1226, device='cuda:0')) | > loss_gen: 2.4614739418029785 (2.5213032704365412) | > loss_kl: 1.9372471570968628 (1.8628698557238035) | > loss_feat: 7.3504204750061035 (7.227354164364973) | > loss_mel: 17.994327545166016 (18.59661715543723) | > loss_duration: 1.9851394891738892 (2.045877624161635) | > loss_1: 31.728607177734375 (32.254022139537206) | > grad_norm_1: tensor(401.5052, device='cuda:0') (tensor(148.9430, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3681 (0.360680830629566) | > loader_time: 0.0039 (0.0035259784022464028)  --> TIME: 2024-06-11 04:47:58 -- STEP: 104/330 -- GLOBAL_STEP: 191725 | > loss_disc: 2.3475568294525146 (2.336089867811936) | > loss_disc_real_0: 0.12381815910339355 (0.11377274610388738) | > loss_disc_real_1: 0.18734973669052124 (0.20008756693166035) | > loss_disc_real_2: 0.21314255893230438 (0.21544938634794492) | > loss_disc_real_3: 0.25259318947792053 (0.23039360960515645) | > loss_disc_real_4: 0.23626337945461273 (0.22667003738192412) | > loss_disc_real_5: 0.2287297248840332 (0.21688952253988156) | > loss_0: 2.3475568294525146 (2.336089867811936) | > grad_norm_0: tensor(11.9310, device='cuda:0') (tensor(16.9558, device='cuda:0')) | > loss_gen: 2.66253924369812 (2.530406610323834) | > loss_kl: 1.8961256742477417 (1.8701643657225828) | > loss_feat: 6.989933013916016 (7.236807534327875) | > loss_mel: 18.609745025634766 (18.54666363275968) | > loss_duration: 2.064366579055786 (2.0445501506328556) | > loss_1: 32.22270965576172 (32.22859241412238) | > grad_norm_1: tensor(99.3147, device='cuda:0') (tensor(172.9113, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3689 (0.3631518001739795) | > loader_time: 0.0038 (0.0036163100829491247)  --> TIME: 2024-06-11 04:48:07 -- STEP: 129/330 -- GLOBAL_STEP: 191750 | > loss_disc: 2.3670287132263184 (2.3409838436185844) | > loss_disc_real_0: 0.09657716751098633 (0.11401467573966166) | > loss_disc_real_1: 0.20116618275642395 (0.2005440003650133) | > loss_disc_real_2: 0.19944626092910767 (0.21583693249281063) | > loss_disc_real_3: 0.26549196243286133 (0.23077190164909805) | > loss_disc_real_4: 0.22798661887645721 (0.2266098018302474) | > loss_disc_real_5: 0.22438107430934906 (0.2167250660731811) | > loss_0: 2.3670287132263184 (2.3409838436185844) | > grad_norm_0: tensor(20.0389, device='cuda:0') (tensor(17.4858, device='cuda:0')) | > loss_gen: 2.580251693725586 (2.523835450179818) | > loss_kl: 1.7975566387176514 (1.8755011114963265) | > loss_feat: 6.47558069229126 (7.201041095940642) | > loss_mel: 18.398704528808594 (18.530383856721627) | > loss_duration: 2.029371976852417 (2.0446470689403884) | > loss_1: 31.281463623046875 (32.17540871080503) | > grad_norm_1: tensor(91.9335, device='cuda:0') (tensor(182.0913, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3803 (0.36509868340898854) | > loader_time: 0.0039 (0.0037294986636139628)  --> TIME: 2024-06-11 04:48:17 -- STEP: 154/330 -- GLOBAL_STEP: 191775 | > loss_disc: 2.272514820098877 (2.345683912178138) | > loss_disc_real_0: 0.16430070996284485 (0.11570460929886087) | > loss_disc_real_1: 0.16257312893867493 (0.2010469816915401) | > loss_disc_real_2: 0.18487253785133362 (0.21652245386080307) | > loss_disc_real_3: 0.19879473745822906 (0.22994331792964565) | > loss_disc_real_4: 0.2076670378446579 (0.2259590122606847) | > loss_disc_real_5: 0.1905045211315155 (0.2166743055953608) | > loss_0: 2.272514820098877 (2.345683912178138) | > grad_norm_0: tensor(63.2862, device='cuda:0') (tensor(20.4868, device='cuda:0')) | > loss_gen: 2.6489500999450684 (2.523944436729729) | > loss_kl: 1.7778526544570923 (1.8758384531194514) | > loss_feat: 7.955191135406494 (7.205905843090702) | > loss_mel: 18.44795036315918 (18.52185340980431) | > loss_duration: 2.050043821334839 (2.04657224556068) | > loss_1: 32.87998962402344 (32.174114450231784) | > grad_norm_1: tensor(378.0649, device='cuda:0') (tensor(206.0352, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3969 (0.3693317298765307) | > loader_time: 0.0039 (0.003829288792300534)  --> TIME: 2024-06-11 04:48:27 -- STEP: 179/330 -- GLOBAL_STEP: 191800 | > loss_disc: 2.302149534225464 (2.3406615736764236) | > loss_disc_real_0: 0.14576297998428345 (0.11508465017186863) | > loss_disc_real_1: 0.18618303537368774 (0.20114233215760918) | > loss_disc_real_2: 0.20650243759155273 (0.21587332009270205) | > loss_disc_real_3: 0.2164648175239563 (0.23005383940382376) | > loss_disc_real_4: 0.20962819457054138 (0.22577799415455185) | > loss_disc_real_5: 0.22935904562473297 (0.21676388982287997) | > loss_0: 2.302149534225464 (2.3406615736764236) | > grad_norm_0: tensor(7.9620, device='cuda:0') (tensor(21.0264, device='cuda:0')) | > loss_gen: 2.6821556091308594 (2.531145644587511) | > loss_kl: 1.9480186700820923 (1.8846393051094184) | > loss_feat: 7.667597770690918 (7.228457045954699) | > loss_mel: 18.070510864257812 (18.481379215943743) | > loss_duration: 2.1018500328063965 (2.051838367344944) | > loss_1: 32.470130920410156 (32.17745952499645) | > grad_norm_1: tensor(334.5457, device='cuda:0') (tensor(221.8822, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3832 (0.3717232363184071) | > loader_time: 0.0045 (0.003913980622531316)  --> TIME: 2024-06-11 04:48:37 -- STEP: 204/330 -- GLOBAL_STEP: 191825 | > loss_disc: 2.405780792236328 (2.3390294862728487) | > loss_disc_real_0: 0.22587263584136963 (0.11662894301116467) | > loss_disc_real_1: 0.20821504294872284 (0.20083404558838583) | > loss_disc_real_2: 0.19600680470466614 (0.21573634796282826) | > loss_disc_real_3: 0.2569388747215271 (0.22964193394371107) | > loss_disc_real_4: 0.21031688153743744 (0.22451843343236866) | > loss_disc_real_5: 0.2126830667257309 (0.21644474814335504) | > loss_0: 2.405780792236328 (2.3390294862728487) | > grad_norm_0: tensor(41.5412, device='cuda:0') (tensor(23.6622, device='cuda:0')) | > loss_gen: 2.525749683380127 (2.536637656828936) | > loss_kl: 2.0808215141296387 (1.8911977743401247) | > loss_feat: 8.006299018859863 (7.271939298685859) | > loss_mel: 18.457904815673828 (18.466196611815793) | > loss_duration: 2.0449411869049072 (2.0581449585802396) | > loss_1: 33.11571502685547 (32.22411624123067) | > grad_norm_1: tensor(413.7839, device='cuda:0') (tensor(238.9277, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.3985 (0.37501003578597425) | > loader_time: 0.0047 (0.004028129811380425)  --> TIME: 2024-06-11 04:48:48 -- STEP: 229/330 -- GLOBAL_STEP: 191850 | > loss_disc: 2.2754366397857666 (2.3350862509298524) | > loss_disc_real_0: 0.16913574934005737 (0.11626018782239814) | > loss_disc_real_1: 0.1777062714099884 (0.20119072256129902) | > loss_disc_real_2: 0.20138904452323914 (0.21572769892007504) | > loss_disc_real_3: 0.20765845477581024 (0.22868035649108054) | > loss_disc_real_4: 0.19589285552501678 (0.22345626516893963) | > loss_disc_real_5: 0.207631915807724 (0.2166437060942296) | > loss_0: 2.2754366397857666 (2.3350862509298524) | > grad_norm_0: tensor(41.2706, device='cuda:0') (tensor(25.3833, device='cuda:0')) | > loss_gen: 2.6182973384857178 (2.5451279311200934) | > loss_kl: 1.918962836265564 (1.892995493380784) | > loss_feat: 7.028097629547119 (7.306046371376671) | > loss_mel: 18.251184463500977 (18.439825357828575) | > loss_duration: 2.1532864570617676 (2.0653927451137872) | > loss_1: 31.969829559326172 (32.249387849366286) | > grad_norm_1: tensor(348.3883, device='cuda:0') (tensor(253.8100, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.4064 (0.37862396240234375) | > loader_time: 0.0052 (0.004149921075745964)  --> TIME: 2024-06-11 04:48:59 -- STEP: 254/330 -- GLOBAL_STEP: 191875 | > loss_disc: 2.3060176372528076 (2.335345709417748) | > loss_disc_real_0: 0.09323844313621521 (0.11683900994578685) | > loss_disc_real_1: 0.23197899758815765 (0.200637076724702) | > loss_disc_real_2: 0.22646990418434143 (0.21533449815483544) | > loss_disc_real_3: 0.2252366989850998 (0.2286084690901238) | > loss_disc_real_4: 0.18366630375385284 (0.2235264099371715) | > loss_disc_real_5: 0.18143941462039948 (0.21658309942155374) | > loss_0: 2.3060176372528076 (2.335345709417748) | > grad_norm_0: tensor(31.6551, device='cuda:0') (tensor(25.9638, device='cuda:0')) | > loss_gen: 2.4991567134857178 (2.5385812126745386) | > loss_kl: 2.0721070766448975 (1.8943504831922335) | > loss_feat: 7.8961968421936035 (7.290383263835757) | > loss_mel: 18.022441864013672 (18.39167875755488) | > loss_duration: 2.0963902473449707 (2.0718160426522805) | > loss_1: 32.5862922668457 (32.18680975756304) | > grad_norm_1: tensor(437.5618, device='cuda:0') (tensor(262.9388, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.4483 (0.3831765858207162) | > loader_time: 0.006 (0.004308286614305393)  --> TIME: 2024-06-11 04:49:10 -- STEP: 279/330 -- GLOBAL_STEP: 191900 | > loss_disc: 2.3173670768737793 (2.3342166117869816) | > loss_disc_real_0: 0.09808176755905151 (0.11682574816822579) | > loss_disc_real_1: 0.2139774113893509 (0.20046891378886378) | > loss_disc_real_2: 0.21096660196781158 (0.2151520289614209) | > loss_disc_real_3: 0.219061940908432 (0.2283998843696382) | > loss_disc_real_4: 0.21531257033348083 (0.22391130895383896) | > loss_disc_real_5: 0.17916369438171387 (0.216499274509782) | > loss_0: 2.3173670768737793 (2.3342166117869816) | > grad_norm_0: tensor(53.7343, device='cuda:0') (tensor(26.4630, device='cuda:0')) | > loss_gen: 2.564793109893799 (2.5380613120226023) | > loss_kl: 1.873210072517395 (1.895381542089592) | > loss_feat: 7.975855827331543 (7.296549730403449) | > loss_mel: 17.919944763183594 (18.368783246659017) | > loss_duration: 2.1649041175842285 (2.080155606765475) | > loss_1: 32.49870681762695 (32.17893143794013) | > grad_norm_1: tensor(463.7972, device='cuda:0') (tensor(274.3889, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.4286 (0.3883267841886021) | > loader_time: 0.0067 (0.004471396032627339)  --> TIME: 2024-06-11 04:49:22 -- STEP: 304/330 -- GLOBAL_STEP: 191925 | > loss_disc: 2.5232362747192383 (2.3374389739412997) | > loss_disc_real_0: 0.25687915086746216 (0.11807147444127813) | > loss_disc_real_1: 0.24571965634822845 (0.20082447550406576) | > loss_disc_real_2: 0.20792846381664276 (0.21508395054230564) | > loss_disc_real_3: 0.2291993945837021 (0.2281041745782683) | > loss_disc_real_4: 0.275616317987442 (0.22427135931425973) | > loss_disc_real_5: 0.24075937271118164 (0.21705368715093323) | > loss_0: 2.5232362747192383 (2.3374389739412997) | > grad_norm_0: tensor(79.0153, device='cuda:0') (tensor(28.1161, device='cuda:0')) | > loss_gen: 2.343873977661133 (2.5361254348566664) | > loss_kl: 1.9084348678588867 (1.8977872439120944) | > loss_feat: 7.460659503936768 (7.299905864815963) | > loss_mel: 17.36883544921875 (18.327290578892338) | > loss_duration: 2.2202391624450684 (2.089937359878892) | > loss_1: 31.302043914794922 (32.15104649568858) | > grad_norm_1: tensor(192.7487, device='cuda:0') (tensor(285.6601, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.4861 (0.395155847856873) | > loader_time: 0.0073 (0.0046744527001129944)  --> TIME: 2024-06-11 04:49:51 -- STEP: 329/330 -- GLOBAL_STEP: 191950 | > loss_disc: 2.556992769241333 (2.3434282414456606) | > loss_disc_real_0: 0.17074215412139893 (0.12000003120774194) | > loss_disc_real_1: 0.20764489471912384 (0.20169370700704287) | > loss_disc_real_2: 0.18371738493442535 (0.21555195875624392) | > loss_disc_real_3: 0.189528226852417 (0.22797211714790946) | > loss_disc_real_4: 0.2959308624267578 (0.22443809376118032) | > loss_disc_real_5: 0.24656781554222107 (0.21722410279566756) | > loss_0: 2.556992769241333 (2.3434282414456606) | > grad_norm_0: tensor(14.0195, device='cuda:0') (tensor(28.7039, device='cuda:0')) | > loss_gen: 2.1322805881500244 (2.534767231318002) | > loss_kl: 2.171297550201416 (1.9027226460378583) | > loss_feat: 10.037581443786621 (7.398064178536366) | > loss_mel: 17.630447387695312 (18.288138879468722) | > loss_duration: 2.282134532928467 (2.103457620441009) | > loss_1: 34.25374221801758 (32.227150583702) | > grad_norm_1: tensor(86.8221, device='cuda:0') (tensor(294.1630, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 14.6028 (0.45145201683044434) | > loader_time: 0.0334 (0.0051604527470551)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4094974994659424 (2.4094974994659424) | > loss_disc_real_0: 0.0793723613023758 (0.0793723613023758) | > loss_disc_real_1: 0.21554137766361237 (0.21554137766361237) | > loss_disc_real_2: 0.2658942639827728 (0.2658942639827728) | > loss_disc_real_3: 0.2720916271209717 (0.2720916271209717) | > loss_disc_real_4: 0.27967751026153564 (0.27967751026153564) | > loss_disc_real_5: 0.2285224199295044 (0.2285224199295044) | > loss_0: 2.4094974994659424 (2.4094974994659424) | > loss_gen: 2.373793601989746 (2.373793601989746) | > loss_kl: 1.4467068910598755 (1.4467068910598755) | > loss_feat: 7.857240200042725 (7.857240200042725) | > loss_mel: 18.09449577331543 (18.09449577331543) | > loss_duration: 2.8896830081939697 (2.8896830081939697) | > loss_1: 32.66191864013672 (32.66191864013672)  --> STEP: 1 | > loss_disc: 2.135603904724121 (2.135603904724121) | > loss_disc_real_0: 0.041379183530807495 (0.041379183530807495) | > loss_disc_real_1: 0.225809708237648 (0.225809708237648) | > loss_disc_real_2: 0.18374794721603394 (0.18374794721603394) | > loss_disc_real_3: 0.2183932363986969 (0.2183932363986969) | > loss_disc_real_4: 0.14425325393676758 (0.14425325393676758) | > loss_disc_real_5: 0.19082342088222504 (0.19082342088222504) | > loss_0: 2.135603904724121 (2.135603904724121) | > loss_gen: 2.315873146057129 (2.315873146057129) | > loss_kl: 2.3050782680511475 (2.3050782680511475) | > loss_feat: 7.030977725982666 (7.030977725982666) | > loss_mel: 19.977153778076172 (19.977153778076172) | > loss_duration: 2.357182025909424 (2.357182025909424) | > loss_1: 33.986263275146484 (33.986263275146484)  --> STEP: 2 | > loss_disc: 2.409947633743286 (2.2727757692337036) | > loss_disc_real_0: 0.08266937732696533 (0.062024280428886414) | > loss_disc_real_1: 0.2501160204410553 (0.23796286433935165) | > loss_disc_real_2: 0.21933363378047943 (0.20154079049825668) | > loss_disc_real_3: 0.2960546314716339 (0.2572239339351654) | > loss_disc_real_4: 0.30944517254829407 (0.22684921324253082) | > loss_disc_real_5: 0.2763637602329254 (0.23359359055757523) | > loss_0: 2.409947633743286 (2.2727757692337036) | > loss_gen: 2.6428682804107666 (2.4793707132339478) | > loss_kl: 2.566986083984375 (2.4360321760177612) | > loss_feat: 6.466821670532227 (6.748899698257446) | > loss_mel: 20.641202926635742 (20.309178352355957) | > loss_duration: 2.4665374755859375 (2.4118597507476807) | > loss_1: 34.78441619873047 (34.38533973693848)  --> STEP: 3 | > loss_disc: 2.2142140865325928 (2.2532552083333335) | > loss_disc_real_0: 0.0991826206445694 (0.07441039383411407) | > loss_disc_real_1: 0.24883760511875153 (0.24158777793248495) | > loss_disc_real_2: 0.22653011977672577 (0.20987056692441305) | > loss_disc_real_3: 0.2527673840522766 (0.2557384173075358) | > loss_disc_real_4: 0.26867932081222534 (0.240792582432429) | > loss_disc_real_5: 0.2835021913051605 (0.2502297908067703) | > loss_0: 2.2142140865325928 (2.2532552083333335) | > loss_gen: 2.775212526321411 (2.577984650929769) | > loss_kl: 3.054260492324829 (2.6421082814534507) | > loss_feat: 6.9900922775268555 (6.829297224680583) | > loss_mel: 18.272842407226562 (19.630399703979492) | > loss_duration: 2.3134939670562744 (2.3790711561838784) | > loss_1: 33.40590286254883 (34.058860778808594)  --> STEP: 4 | > loss_disc: 2.418098211288452 (2.294465959072113) | > loss_disc_real_0: 0.06936506181955338 (0.0731490608304739) | > loss_disc_real_1: 0.26718369126319885 (0.24798675626516342) | > loss_disc_real_2: 0.23621085286140442 (0.2164556384086609) | > loss_disc_real_3: 0.3150925636291504 (0.27057695388793945) | > loss_disc_real_4: 0.2689473330974579 (0.24783127009868622) | > loss_disc_real_5: 0.2638266086578369 (0.25362899526953697) | > loss_0: 2.418098211288452 (2.294465959072113) | > loss_gen: 2.4393253326416016 (2.543319821357727) | > loss_kl: 2.762057304382324 (2.672095537185669) | > loss_feat: 5.459405899047852 (6.4868243932724) | > loss_mel: 19.136259078979492 (19.506864547729492) | > loss_duration: 2.3099846839904785 (2.3617995381355286) | > loss_1: 32.107032775878906 (33.57090377807617)  --> STEP: 5 | > loss_disc: 2.6663126945495605 (2.3688353061676026) | > loss_disc_real_0: 0.18621233105659485 (0.0957617148756981) | > loss_disc_real_1: 0.37752780318260193 (0.2738949656486511) | > loss_disc_real_2: 0.21285319328308105 (0.21573514938354493) | > loss_disc_real_3: 0.30238330364227295 (0.2769382238388062) | > loss_disc_real_4: 0.25709182024002075 (0.24968338012695312) | > loss_disc_real_5: 0.27687889337539673 (0.25827897489070895) | > loss_0: 2.6663126945495605 (2.3688353061676026) | > loss_gen: 2.3708183765411377 (2.5088195323944094) | > loss_kl: 2.3837730884552 (2.614431047439575) | > loss_feat: 5.1756672859191895 (6.224592971801758) | > loss_mel: 18.498037338256836 (19.305099105834962) | > loss_duration: 2.391849994659424 (2.3678096294403077) | > loss_1: 30.820146560668945 (33.020752334594725)  --> STEP: 6 | > loss_disc: 2.1943752765655518 (2.3397586345672607) | > loss_disc_real_0: 0.0784720927476883 (0.09288011118769646) | > loss_disc_real_1: 0.24570323526859283 (0.2691963439186414) | > loss_disc_real_2: 0.18696576356887817 (0.21094025174776712) | > loss_disc_real_3: 0.33043286204338074 (0.2858539968729019) | > loss_disc_real_4: 0.2733878195285797 (0.25363412002722424) | > loss_disc_real_5: 0.20603099465370178 (0.24957097818454108) | > loss_0: 2.1943752765655518 (2.3397586345672607) | > loss_gen: 2.585264205932617 (2.521560311317444) | > loss_kl: 3.0077521800994873 (2.6799845695495605) | > loss_feat: 6.274482727050781 (6.232907931009929) | > loss_mel: 19.39158821105957 (19.31951395670573) | > loss_duration: 2.2007052898406982 (2.339958906173706) | > loss_1: 33.45979309082031 (33.09392579396566)  --> STEP: 7 | > loss_disc: 2.082841634750366 (2.30305620602199) | > loss_disc_real_0: 0.0889604389667511 (0.09232015801327569) | > loss_disc_real_1: 0.24012020230293274 (0.2650426094021116) | > loss_disc_real_2: 0.11101098358631134 (0.1966646420104163) | > loss_disc_real_3: 0.22968129813671112 (0.27782932562487467) | > loss_disc_real_4: 0.24744242429733276 (0.25274959206581116) | > loss_disc_real_5: 0.24656283855438232 (0.24914124395166123) | > loss_0: 2.082841634750366 (2.30305620602199) | > loss_gen: 2.708258867263794 (2.548231533595494) | > loss_kl: 4.352314472198486 (2.91888884135655) | > loss_feat: 6.487171173095703 (6.269231251307896) | > loss_mel: 19.040782928466797 (19.27969523838588) | > loss_duration: 2.5815019607543945 (2.37446505682809) | > loss_1: 35.17002868652344 (33.39051192147391)  --> STEP: 8 | > loss_disc: 2.449968099594116 (2.321420192718506) | > loss_disc_real_0: 0.11410239338874817 (0.09504293743520975) | > loss_disc_real_1: 0.3029269576072693 (0.2697781529277563) | > loss_disc_real_2: 0.2176826000213623 (0.19929188676178455) | > loss_disc_real_3: 0.31179723143577576 (0.2820753138512373) | > loss_disc_real_4: 0.3760627210140228 (0.2681637331843376) | > loss_disc_real_5: 0.3102475106716156 (0.25677952729165554) | > loss_0: 2.449968099594116 (2.321420192718506) | > loss_gen: 3.0448429584503174 (2.610307961702347) | > loss_kl: 2.836925506591797 (2.908643424510956) | > loss_feat: 7.9781365394592285 (6.482844412326813) | > loss_mel: 19.68677520751953 (19.330580234527588) | > loss_duration: 2.1976218223571777 (2.352359652519226) | > loss_1: 35.744300842285156 (33.68473553657532)  --> STEP: 9 | > loss_disc: 2.2974753379821777 (2.318759653303358) | > loss_disc_real_0: 0.14085985720157623 (0.10013370629813936) | > loss_disc_real_1: 0.2450966238975525 (0.2670357608132892) | > loss_disc_real_2: 0.24839314818382263 (0.20474758247534433) | > loss_disc_real_3: 0.22952274978160858 (0.276236140065723) | > loss_disc_real_4: 0.22065408527851105 (0.26288488341702354) | > loss_disc_real_5: 0.18284167349338531 (0.24856421020295885) | > loss_0: 2.2974753379821777 (2.318759653303358) | > loss_gen: 2.5730600357055664 (2.6061693032582602) | > loss_kl: 2.2532341480255127 (2.8358201715681286) | > loss_feat: 9.326560974121094 (6.798812919192844) | > loss_mel: 20.96657943725586 (19.51235792371962) | > loss_duration: 2.149094343185425 (2.3297746181488037) | > loss_1: 37.26852798461914 (34.08293469746908)  --> STEP: 10 | > loss_disc: 2.9228286743164062 (2.3791665554046633) | > loss_disc_real_0: 0.15548931062221527 (0.10566926673054695) | > loss_disc_real_1: 0.280494749546051 (0.2683816596865654) | > loss_disc_real_2: 0.24464859068393707 (0.20873768329620362) | > loss_disc_real_3: 0.30888745188713074 (0.2795012712478638) | > loss_disc_real_4: 0.3201938271522522 (0.2686157777905464) | > loss_disc_real_5: 0.25198161602020264 (0.24890595078468322) | > loss_0: 2.9228286743164062 (2.3791665554046633) | > loss_gen: 1.826904058456421 (2.5282427787780763) | > loss_kl: 2.2853732109069824 (2.780775475502014) | > loss_feat: 2.91420578956604 (6.410352206230163) | > loss_mel: 10.67719841003418 (18.628841972351076) | > loss_duration: 2.292872428894043 (2.3260843992233275) | > loss_1: 19.99655532836914 (32.67429676055908)  --> STEP: 11 | > loss_disc: 2.430544137954712 (2.383837244727395) | > loss_disc_real_0: 0.13155964016914368 (0.10802293704314665) | > loss_disc_real_1: 0.20920869708061218 (0.2630022994496606) | > loss_disc_real_2: 0.2367161363363266 (0.21128117902712387) | > loss_disc_real_3: 0.2069852650165558 (0.2729089070450176) | > loss_disc_real_4: 0.25194159150123596 (0.26709994267333637) | > loss_disc_real_5: 0.223549947142601 (0.24660085954449393) | > loss_0: 2.430544137954712 (2.383837244727395) | > loss_gen: 2.3369357585906982 (2.5108512314883145) | > loss_kl: 2.706017255783081 (2.773979273709384) | > loss_feat: 7.296811103820801 (6.490939378738403) | > loss_mel: 18.282529830932617 (18.59735905040394) | > loss_duration: 2.444955587387085 (2.336890870874578) | > loss_1: 33.0672492980957 (32.71001971851695)  --> STEP: 12 | > loss_disc: 2.387209892272949 (2.3841182986895246) | > loss_disc_real_0: 0.09803033620119095 (0.10719022030631702) | > loss_disc_real_1: 0.32712841033935547 (0.2683461420238018) | > loss_disc_real_2: 0.2162763476371765 (0.2116974430779616) | > loss_disc_real_3: 0.30397140979766846 (0.2754974489410718) | > loss_disc_real_4: 0.2443505823612213 (0.26520416264732677) | > loss_disc_real_5: 0.29572877287864685 (0.25069485232234) | > loss_0: 2.387209892272949 (2.3841182986895246) | > loss_gen: 3.078791618347168 (2.5581795970598855) | > loss_kl: 2.053124189376831 (2.713908016681671) | > loss_feat: 7.0131707191467285 (6.5344586571057635) | > loss_mel: 19.20548439025879 (18.648036162058514) | > loss_duration: 2.174502372741699 (2.323358496030172) | > loss_1: 33.52507400512695 (32.77794090906779)  --> STEP: 13 | > loss_disc: 2.4578912258148193 (2.389793139237624) | > loss_disc_real_0: 0.1745418757200241 (0.11237111687660217) | > loss_disc_real_1: 0.393840491771698 (0.27799955354287076) | > loss_disc_real_2: 0.2388940453529358 (0.21378948940680578) | > loss_disc_real_3: 0.30332139134407043 (0.2776377522028409) | > loss_disc_real_4: 0.2327406406402588 (0.2627069686467831) | > loss_disc_real_5: 0.19024035334587097 (0.246044506247227) | > loss_0: 2.4578912258148193 (2.389793139237624) | > loss_gen: 2.9144959449768066 (2.5855885468996487) | > loss_kl: 1.9425454139709473 (2.6545724318577695) | > loss_feat: 6.29763650894165 (6.516241568785447) | > loss_mel: 17.133338928222656 (18.531520990224983) | > loss_duration: 2.112056016921997 (2.307104459175697) | > loss_1: 30.40007209777832 (32.595027923583984)  --> STEP: 14 | > loss_disc: 2.2059803009033203 (2.3766636507851735) | > loss_disc_real_0: 0.06859322637319565 (0.10924412469778742) | > loss_disc_real_1: 0.2294909954071045 (0.27453465653317316) | > loss_disc_real_2: 0.1651928871870041 (0.2103183035339628) | > loss_disc_real_3: 0.24196653068065643 (0.27508980780839914) | > loss_disc_real_4: 0.2451612502336502 (0.26145370304584503) | > loss_disc_real_5: 0.19377413392066956 (0.24231090822390147) | > loss_0: 2.2059803009033203 (2.3766636507851735) | > loss_gen: 2.320535659790039 (2.566656197820391) | > loss_kl: 3.1593453884124756 (2.6906276430402483) | > loss_feat: 7.632352828979492 (6.595963801656451) | > loss_mel: 19.95707893371582 (18.633346557617188) | > loss_duration: 2.34106183052063 (2.3095299857003346) | > loss_1: 35.41037368774414 (32.79612404959543)  --> STEP: 15 | > loss_disc: 2.0832934379577637 (2.3571056365966796) | > loss_disc_real_0: 0.11816777288913727 (0.10983903457721074) | > loss_disc_real_1: 0.2128957062959671 (0.2704253931840261) | > loss_disc_real_2: 0.16666197776794434 (0.20740788181622824) | > loss_disc_real_3: 0.22578954696655273 (0.27180312375227605) | > loss_disc_real_4: 0.2371092438697815 (0.25983073910077414) | > loss_disc_real_5: 0.181686669588089 (0.2382692923148473) | > loss_0: 2.0832934379577637 (2.3571056365966796) | > loss_gen: 2.657888650894165 (2.5727383613586428) | > loss_kl: 3.144613742828369 (2.720893383026123) | > loss_feat: 8.14289665222168 (6.699092658360799) | > loss_mel: 19.711734771728516 (18.70523910522461) | > loss_duration: 2.290886402130127 (2.3082870801289874) | > loss_1: 35.948020935058594 (33.00625050862631)  --> STEP: 16 | > loss_disc: 2.479574680328369 (2.3647599518299103) | > loss_disc_real_0: 0.16907162964344025 (0.11354107176885009) | > loss_disc_real_1: 0.23436486721038818 (0.2681716103106737) | > loss_disc_real_2: 0.21862851083278656 (0.20810917112976313) | > loss_disc_real_3: 0.3105899393558502 (0.27422729972749943) | > loss_disc_real_4: 0.24099639058113098 (0.25865359231829643) | > loss_disc_real_5: 0.2927933633327484 (0.24167704675346613) | > loss_0: 2.479574680328369 (2.3647599518299103) | > loss_gen: 2.6177663803100586 (2.575552612543106) | > loss_kl: 2.3079638481140137 (2.695085287094116) | > loss_feat: 7.076410293579102 (6.722675010561943) | > loss_mel: 16.837209701538086 (18.5884872674942) | > loss_duration: 2.346323251724243 (2.310664340853691) | > loss_1: 31.1856746673584 (32.892464518547065)  --> STEP: 17 | > loss_disc: 2.36924147605896 (2.365023570902207) | > loss_disc_real_0: 0.11766420304775238 (0.11378360890290316) | > loss_disc_real_1: 0.260983407497406 (0.26774877485106974) | > loss_disc_real_2: 0.18838635087013245 (0.2069490052321378) | > loss_disc_real_3: 0.2683136761188507 (0.273879439515226) | > loss_disc_real_4: 0.21942004561424255 (0.2563457366298227) | > loss_disc_real_5: 0.29352617263793945 (0.24472699533490574) | > loss_0: 2.36924147605896 (2.365023570902207) | > loss_gen: 2.553053379058838 (2.574229128220502) | > loss_kl: 2.099334239959717 (2.6600411078509163) | > loss_feat: 7.114493370056152 (6.74572314935572) | > loss_mel: 19.455631256103516 (18.639495737412396) | > loss_duration: 2.4457099437713623 (2.3186081998488484) | > loss_1: 33.66822052001953 (32.938097224516035)  --> STEP: 18 | > loss_disc: 2.0195605754852295 (2.345831182267931) | > loss_disc_real_0: 0.09407329559326172 (0.11268859149681197) | > loss_disc_real_1: 0.17533379793167114 (0.2626146094666587) | > loss_disc_real_2: 0.16336680948734283 (0.20452777213520473) | > loss_disc_real_3: 0.19721858203411102 (0.2696205029884974) | > loss_disc_real_4: 0.18309134244918823 (0.2522760480642319) | > loss_disc_real_5: 0.19253362715244293 (0.24182736376921335) | > loss_0: 2.0195605754852295 (2.345831182267931) | > loss_gen: 2.6412978172302246 (2.57795516649882) | > loss_kl: 2.8457350730895996 (2.670357439253065) | > loss_feat: 8.097150802612305 (6.82080246342553) | > loss_mel: 19.85687828063965 (18.707128100925022) | > loss_duration: 2.235625743865967 (2.313998063405355) | > loss_1: 35.67668914794922 (33.09024122026232)  --> STEP: 19 | > loss_disc: 2.444868564605713 (2.3510436760751823) | > loss_disc_real_0: 0.1418643444776535 (0.11422415744317205) | > loss_disc_real_1: 0.26923123002052307 (0.26296285265370417) | > loss_disc_real_2: 0.22772321105003357 (0.20574858470966942) | > loss_disc_real_3: 0.29018956422805786 (0.27070308515900054) | > loss_disc_real_4: 0.2724670469760895 (0.25333873221748754) | > loss_disc_real_5: 0.29496487975120544 (0.24462407513668663) | > loss_0: 2.444868564605713 (2.3510436760751823) | > loss_gen: 2.533137798309326 (2.5755963576467416) | > loss_kl: 1.9546713829040527 (2.6326897520768013) | > loss_feat: 7.0700201988220215 (6.833919186341135) | > loss_mel: 18.63791847229004 (18.7034854888916) | > loss_duration: 2.326735496520996 (2.3146684546219674) | > loss_1: 32.522483825683594 (33.0603592521266)  --> STEP: 20 | > loss_disc: 2.3935935497283936 (2.353171169757843) | > loss_disc_real_0: 0.07649727165699005 (0.11233781315386296) | > loss_disc_real_1: 0.21116186678409576 (0.2603728033602238) | > loss_disc_real_2: 0.23381148278713226 (0.20715172961354256) | > loss_disc_real_3: 0.2175782024860382 (0.2680468410253524) | > loss_disc_real_4: 0.2795223891735077 (0.25464791506528855) | > loss_disc_real_5: 0.2721517086029053 (0.24600045680999755) | > loss_0: 2.3935935497283936 (2.353171169757843) | > loss_gen: 2.3583171367645264 (2.5647323966026305) | > loss_kl: 1.9473321437835693 (2.59842187166214) | > loss_feat: 5.760214805603027 (6.78023396730423) | > loss_mel: 17.73029136657715 (18.65482578277588) | > loss_duration: 2.2881827354431152 (2.3133441686630247) | > loss_1: 30.084339141845703 (32.91155824661256)  --> STEP: 21 | > loss_disc: 2.458193063735962 (2.35817221232823) | > loss_disc_real_0: 0.25525081157684326 (0.11914319403114773) | > loss_disc_real_1: 0.23876555263996124 (0.2593438866592589) | > loss_disc_real_2: 0.2886098325252533 (0.21103068689505258) | > loss_disc_real_3: 0.23315876722335815 (0.2663855041776384) | > loss_disc_real_4: 0.28288814425468445 (0.2559926878838312) | > loss_disc_real_5: 0.1722816824913025 (0.2424900389852978) | > loss_0: 2.458193063735962 (2.35817221232823) | > loss_gen: 2.6353681087493896 (2.5680960019429526) | > loss_kl: 3.303373098373413 (2.63199097769601) | > loss_feat: 6.507229804992676 (6.767233769098918) | > loss_mel: 17.719968795776367 (18.61030878339495) | > loss_duration: 1.9972349405288696 (2.298291348275684) | > loss_1: 32.16317367553711 (32.875920886085154)  --> STEP: 22 | > loss_disc: 2.2772421836853027 (2.3544935746626425) | > loss_disc_real_0: 0.05266471579670906 (0.11612144502049143) | > loss_disc_real_1: 0.21692895889282227 (0.25741593539714813) | > loss_disc_real_2: 0.2203403264284134 (0.21145385232838718) | > loss_disc_real_3: 0.24824278056621552 (0.2655608349225737) | > loss_disc_real_4: 0.24929630756378174 (0.25568830696019257) | > loss_disc_real_5: 0.26119497418403625 (0.24334026331251318) | > loss_0: 2.2772421836853027 (2.3544935746626425) | > loss_gen: 2.5678420066833496 (2.5680844567038794) | > loss_kl: 1.9568490982055664 (2.6013027104464443) | > loss_feat: 7.761776447296143 (6.812440254471519) | > loss_mel: 17.300678253173828 (18.55078012293035) | > loss_duration: 2.1820902824401855 (2.293009481646798) | > loss_1: 31.769237518310547 (32.825617096640855)  --> STEP: 23 | > loss_disc: 2.45571231842041 (2.3588943896086327) | > loss_disc_real_0: 0.14368300139904022 (0.1173197735586892) | > loss_disc_real_1: 0.19921205937862396 (0.25488533209199493) | > loss_disc_real_2: 0.22869133949279785 (0.2122033082920572) | > loss_disc_real_3: 0.24345846474170685 (0.2645998623060143) | > loss_disc_real_4: 0.27561795711517334 (0.25655481348867) | > loss_disc_real_5: 0.26150965690612793 (0.24413023694701816) | > loss_0: 2.45571231842041 (2.3588943896086327) | > loss_gen: 2.478656768798828 (2.564196296360181) | > loss_kl: 2.5093958377838135 (2.597306759461113) | > loss_feat: 6.883775234222412 (6.815541775330253) | > loss_mel: 17.81182289123535 (18.518651547639262) | > loss_duration: 2.3216605186462402 (2.2942551789076435) | > loss_1: 32.00531005859375 (32.78995157324751)  --> STEP: 24 | > loss_disc: 2.188284397125244 (2.351785639921825) | > loss_disc_real_0: 0.13096414506435394 (0.1178882890380919) | > loss_disc_real_1: 0.241491436958313 (0.2543272531280915) | > loss_disc_real_2: 0.30816471576690674 (0.21620170027017593) | > loss_disc_real_3: 0.2528035342693329 (0.26410834863781923) | > loss_disc_real_4: 0.24856439232826233 (0.256221879273653) | > loss_disc_real_5: 0.2442433089017868 (0.24413494827846685) | > loss_0: 2.188284397125244 (2.351785639921825) | > loss_gen: 3.1265716552734375 (2.587628602981567) | > loss_kl: 2.7280898094177246 (2.602756053209305) | > loss_feat: 7.891611099243164 (6.860377997159958) | > loss_mel: 19.972864151000977 (18.579243739446) | > loss_duration: 2.3911547660827637 (2.298292661706607) | > loss_1: 36.110294342041016 (32.9282991886139)  --> STEP: 25 | > loss_disc: 2.8590025901794434 (2.3720743179321295) | > loss_disc_real_0: 0.1808478981256485 (0.12040667340159417) | > loss_disc_real_1: 0.367450088262558 (0.25885216653347015) | > loss_disc_real_2: 0.2620549201965332 (0.21803582906723024) | > loss_disc_real_3: 0.28747615218162537 (0.26504306077957146) | > loss_disc_real_4: 0.35040372610092163 (0.2599891531467437) | > loss_disc_real_5: 0.3341734707355499 (0.24773648917675017) | > loss_0: 2.8590025901794434 (2.3720743179321295) | > loss_gen: 2.417726993560791 (2.580832538604736) | > loss_kl: 2.552414655685425 (2.6007423973083497) | > loss_feat: 3.863323450088501 (6.740495815277099) | > loss_mel: 12.505474090576172 (18.336292953491206) | > loss_duration: 2.324711322784424 (2.2993494081497197) | > loss_1: 23.66364860534668 (32.55771316528321)  --> STEP: 26 | > loss_disc: 2.4505748748779297 (2.3750935701223526) | > loss_disc_real_0: 0.04524301365017891 (0.11751576341115512) | > loss_disc_real_1: 0.1963055580854416 (0.2564465277470075) | > loss_disc_real_2: 0.1386917233467102 (0.21498413269336408) | > loss_disc_real_3: 0.11484120041131973 (0.25926606615002334) | > loss_disc_real_4: 0.19480596482753754 (0.2574821074421588) | > loss_disc_real_5: 0.20250198245048523 (0.24599670045650923) | > loss_0: 2.4505748748779297 (2.3750935701223526) | > loss_gen: 1.9494765996932983 (2.556549617877373) | > loss_kl: 2.1794562339782715 (2.584539083334116) | > loss_feat: 12.535978317260742 (6.963398988430317) | > loss_mel: 19.075998306274414 (18.364743159367485) | > loss_duration: 2.2891933917999268 (2.298958792136266) | > loss_1: 38.03010559082031 (32.76818979703464) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022927614358755253 (-0.0002642136353712822) | > avg_loss_disc: 2.3750935701223526 (-0.03750470968393094) | > avg_loss_disc_real_0: 0.11751576341115512 (-0.026578697734154208) | > avg_loss_disc_real_1: 0.2564465277470075 (+0.05506136039128667) | > avg_loss_disc_real_2: 0.21498413269336408 (-0.038955189860784056) | > avg_loss_disc_real_3: 0.25926606615002334 (+0.016343915978303286) | > avg_loss_disc_real_4: 0.2574821074421588 (+0.06167307897255961) | > avg_loss_disc_real_5: 0.24599670045650923 (+0.028579028180012345) | > avg_loss_0: 2.3750935701223526 (-0.03750470968393094) | > avg_loss_gen: 2.556549617877373 (+0.24513434905272202) | > avg_loss_kl: 2.584539083334116 (+0.1262904451443605) | > avg_loss_feat: 6.963398988430317 (+0.39228757528158376) | > avg_loss_mel: 18.364743159367485 (+0.011848192948558989) | > avg_loss_duration: 2.298958792136266 (-0.009094527134528185) | > avg_loss_1: 32.76818979703464 (+0.7664663608257669)  > EPOCH: 315/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:49:56)   --> TIME: 2024-06-11 04:50:06 -- STEP: 24/330 -- GLOBAL_STEP: 191975 | > loss_disc: 2.17549467086792 (2.2991367280483246) | > loss_disc_real_0: 0.09548391401767731 (0.10611018476386865) | > loss_disc_real_1: 0.16180656850337982 (0.1939693714181582) | > loss_disc_real_2: 0.21354569494724274 (0.21350795899828276) | > loss_disc_real_3: 0.24967049062252045 (0.22686462476849556) | > loss_disc_real_4: 0.22558936476707458 (0.22297695589562258) | > loss_disc_real_5: 0.21902866661548615 (0.22062689438462257) | > loss_0: 2.17549467086792 (2.2991367280483246) | > grad_norm_0: tensor(13.3210, device='cuda:0') (tensor(12.5295, device='cuda:0')) | > loss_gen: 2.6239254474639893 (2.520904660224914) | > loss_kl: 1.7772526741027832 (1.8044065634409587) | > loss_feat: 7.525669574737549 (7.2052106857299805) | > loss_mel: 18.779211044311523 (18.566526412963867) | > loss_duration: 2.0255556106567383 (2.107597286502521) | > loss_1: 32.73161697387695 (32.20464555422465) | > grad_norm_1: tensor(223.5548, device='cuda:0') (tensor(140.8177, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.3499 (0.3446087737878163) | > loader_time: 0.0031 (0.003186206022898356)  --> TIME: 2024-06-11 04:50:15 -- STEP: 49/330 -- GLOBAL_STEP: 192000 | > loss_disc: 2.3717894554138184 (2.306060202267706) | > loss_disc_real_0: 0.09964979439973831 (0.11115413204747804) | > loss_disc_real_1: 0.1859816461801529 (0.1963135201712044) | > loss_disc_real_2: 0.179975688457489 (0.21392601850081464) | > loss_disc_real_3: 0.20850639045238495 (0.22520217177819232) | > loss_disc_real_4: 0.21996156871318817 (0.22279081478410837) | > loss_disc_real_5: 0.20893606543540955 (0.21568890037585278) | > loss_0: 2.3717894554138184 (2.306060202267706) | > grad_norm_0: tensor(21.9522, device='cuda:0') (tensor(11.4477, device='cuda:0')) | > loss_gen: 2.4129269123077393 (2.516022886548723) | > loss_kl: 1.7498998641967773 (1.839870285014717) | > loss_feat: 7.397495746612549 (7.220662262974953) | > loss_mel: 18.422826766967773 (18.523316363899074) | > loss_duration: 1.961611032485962 (2.0612757084321003) | > loss_1: 31.944761276245117 (32.161147837736166) | > grad_norm_1: tensor(124.4598, device='cuda:0') (tensor(118.6969, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.3738 (0.3529165229018853) | > loader_time: 0.0039 (0.003324425950342295) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_192000.pth  --> TIME: 2024-06-11 04:50:29 -- STEP: 74/330 -- GLOBAL_STEP: 192025 | > loss_disc: 2.3361644744873047 (2.318661190368034) | > loss_disc_real_0: 0.10595308244228363 (0.11175514264283953) | > loss_disc_real_1: 0.1753014475107193 (0.19806711979814473) | > loss_disc_real_2: 0.18632976710796356 (0.21474201957116257) | > loss_disc_real_3: 0.22637373208999634 (0.22626491595764417) | > loss_disc_real_4: 0.23026743531227112 (0.2248678267807574) | > loss_disc_real_5: 0.24804311990737915 (0.2174718377960695) | > loss_0: 2.3361644744873047 (2.318661190368034) | > grad_norm_0: tensor(13.8540, device='cuda:0') (tensor(12.2196, device='cuda:0')) | > loss_gen: 2.510690689086914 (2.5079043523685347) | > loss_kl: 2.006333351135254 (1.8568998075820304) | > loss_feat: 7.520257472991943 (7.219464147413099) | > loss_mel: 19.198375701904297 (18.527957400760137) | > loss_duration: 1.9498908519744873 (2.0433300926878646) | > loss_1: 33.185546875 (32.155556111722376) | > grad_norm_1: tensor(170.3874, device='cuda:0') (tensor(145.8761, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.353 (0.3575353976842519) | > loader_time: 0.0053 (0.003477186770052523)  --> TIME: 2024-06-11 04:50:38 -- STEP: 99/330 -- GLOBAL_STEP: 192050 | > loss_disc: 2.414029121398926 (2.3115583525763626) | > loss_disc_real_0: 0.11955557763576508 (0.11225131598084864) | > loss_disc_real_1: 0.2162184715270996 (0.19689788812338696) | > loss_disc_real_2: 0.2250319868326187 (0.21316764195158025) | > loss_disc_real_3: 0.20227491855621338 (0.22563111887435722) | > loss_disc_real_4: 0.1870557963848114 (0.22445699828441698) | > loss_disc_real_5: 0.20006416738033295 (0.21683306013694917) | > loss_0: 2.414029121398926 (2.3115583525763626) | > grad_norm_0: tensor(12.6396, device='cuda:0') (tensor(13.8856, device='cuda:0')) | > loss_gen: 2.5257089138031006 (2.5162453627345527) | > loss_kl: 1.7296934127807617 (1.8551399743918218) | > loss_feat: 7.172277927398682 (7.199041342494463) | > loss_mel: 18.555526733398438 (18.461972169201793) | > loss_duration: 2.0500996112823486 (2.0415913468659515) | > loss_1: 32.03330612182617 (32.073990349817734) | > grad_norm_1: tensor(339.0337, device='cuda:0') (tensor(171.7612, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.3682 (0.3595969050821632) | > loader_time: 0.0038 (0.003592243098249339)  --> TIME: 2024-06-11 04:50:48 -- STEP: 124/330 -- GLOBAL_STEP: 192075 | > loss_disc: 2.283416509628296 (2.3136075812001393) | > loss_disc_real_0: 0.10378279536962509 (0.11205145037702975) | > loss_disc_real_1: 0.18248866498470306 (0.1974605449265049) | > loss_disc_real_2: 0.1656094640493393 (0.21374560568121173) | > loss_disc_real_3: 0.20745252072811127 (0.2264005136826346) | > loss_disc_real_4: 0.18802236020565033 (0.22416700026200664) | > loss_disc_real_5: 0.19570426642894745 (0.21612643041918356) | > loss_0: 2.283416509628296 (2.3136075812001393) | > grad_norm_0: tensor(19.1575, device='cuda:0') (tensor(14.7694, device='cuda:0')) | > loss_gen: 2.5173583030700684 (2.5184401196818187) | > loss_kl: 1.9146718978881836 (1.8559007356243749) | > loss_feat: 7.7529730796813965 (7.2064096812279) | > loss_mel: 18.667823791503906 (18.50163784334737) | > loss_duration: 2.0626821517944336 (2.0431779401917614) | > loss_1: 32.91550827026367 (32.125566374871035) | > grad_norm_1: tensor(350.3866, device='cuda:0') (tensor(195.0878, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.3722 (0.36095254844234836) | > loader_time: 0.0047 (0.003689819766629127)  --> TIME: 2024-06-11 04:50:57 -- STEP: 149/330 -- GLOBAL_STEP: 192100 | > loss_disc: 2.225600004196167 (2.3202673012778274) | > loss_disc_real_0: 0.10006442666053772 (0.11249102177035888) | > loss_disc_real_1: 0.18508774042129517 (0.19894803330402244) | > loss_disc_real_2: 0.18522661924362183 (0.21398993376517458) | > loss_disc_real_3: 0.22514864802360535 (0.22647732516263155) | > loss_disc_real_4: 0.19953425228595734 (0.22488219906019685) | > loss_disc_real_5: 0.19373323023319244 (0.2166578841689449) | > loss_0: 2.225600004196167 (2.3202673012778274) | > grad_norm_0: tensor(23.8461, device='cuda:0') (tensor(17.2380, device='cuda:0')) | > loss_gen: 2.4740941524505615 (2.5157802456977376) | > loss_kl: 1.783511757850647 (1.8604477139927398) | > loss_feat: 6.764838218688965 (7.187839520857638) | > loss_mel: 18.66680335998535 (18.49945050437979) | > loss_duration: 2.0660810470581055 (2.0452781155605444) | > loss_1: 31.755329132080078 (32.10879610048845) | > grad_norm_1: tensor(346.3132, device='cuda:0') (tensor(214.6955, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.3675 (0.36314139110129956) | > loader_time: 0.0042 (0.0037789696815029887)  --> TIME: 2024-06-11 04:51:07 -- STEP: 174/330 -- GLOBAL_STEP: 192125 | > loss_disc: 2.3019723892211914 (2.318961290107377) | > loss_disc_real_0: 0.08737426996231079 (0.1119602893361415) | > loss_disc_real_1: 0.1933840960264206 (0.19913397198435903) | > loss_disc_real_2: 0.2496339976787567 (0.21412790206999616) | > loss_disc_real_3: 0.18980927765369415 (0.22613103465102186) | > loss_disc_real_4: 0.2002449482679367 (0.2246551356952766) | > loss_disc_real_5: 0.20172712206840515 (0.2165205013649217) | > loss_0: 2.3019723892211914 (2.318961290107377) | > grad_norm_0: tensor(6.2106, device='cuda:0') (tensor(19.7154, device='cuda:0')) | > loss_gen: 2.594698905944824 (2.5244798139594056) | > loss_kl: 2.0128517150878906 (1.8670878588468178) | > loss_feat: 7.135350227355957 (7.205421042168277) | > loss_mel: 18.472898483276367 (18.458131077645852) | > loss_duration: 2.15045166015625 (2.0496835667511513) | > loss_1: 32.36625289916992 (32.10480341418035) | > grad_norm_1: tensor(244.9510, device='cuda:0') (tensor(231.0191, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.3905 (0.365990815491512) | > loader_time: 0.0047 (0.003869500653497104)  --> TIME: 2024-06-11 04:51:17 -- STEP: 199/330 -- GLOBAL_STEP: 192150 | > loss_disc: 2.240345001220703 (2.3211489873914872) | > loss_disc_real_0: 0.08487798273563385 (0.11301409850018708) | > loss_disc_real_1: 0.1969781517982483 (0.19943415422235902) | > loss_disc_real_2: 0.20689955353736877 (0.21335852176100764) | > loss_disc_real_3: 0.21056130528450012 (0.22638397398006976) | > loss_disc_real_4: 0.21315109729766846 (0.22504862656245878) | > loss_disc_real_5: 0.22924228012561798 (0.2169354957102531) | > loss_0: 2.240345001220703 (2.3211489873914872) | > grad_norm_0: tensor(35.0247, device='cuda:0') (tensor(22.2776, device='cuda:0')) | > loss_gen: 2.5486440658569336 (2.5337787381368635) | > loss_kl: 1.7231287956237793 (1.8684497322868463) | > loss_feat: 7.715497970581055 (7.231106389108016) | > loss_mel: 18.586688995361328 (18.434493970631372) | > loss_duration: 2.162330150604248 (2.056446818251106) | > loss_1: 32.736289978027344 (32.12427567716818) | > grad_norm_1: tensor(222.8965, device='cuda:0') (tensor(250.3065, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.411 (0.3692959109742439) | > loader_time: 0.005 (0.0039999413130870414)  --> TIME: 2024-06-11 04:51:28 -- STEP: 224/330 -- GLOBAL_STEP: 192175 | > loss_disc: 2.2379322052001953 (2.320446672184128) | > loss_disc_real_0: 0.16718007624149323 (0.11317745117204529) | > loss_disc_real_1: 0.1881779432296753 (0.1996492724865675) | > loss_disc_real_2: 0.20454242825508118 (0.21383183941777265) | > loss_disc_real_3: 0.24473796784877777 (0.22613164237035172) | > loss_disc_real_4: 0.19351434707641602 (0.22414936797161186) | > loss_disc_real_5: 0.22506263852119446 (0.21694320047806417) | > loss_0: 2.2379322052001953 (2.320446672184128) | > grad_norm_0: tensor(113.5723, device='cuda:0') (tensor(25.0367, device='cuda:0')) | > loss_gen: 2.614323854446411 (2.5412179955414333) | > loss_kl: 1.8691530227661133 (1.8715970079813684) | > loss_feat: 7.666927814483643 (7.2513290622404645) | > loss_mel: 17.930253982543945 (18.402944105012086) | > loss_duration: 2.168657064437866 (2.062792899353164) | > loss_1: 32.24931716918945 (32.12988109248026) | > grad_norm_1: tensor(567.4864, device='cuda:0') (tensor(273.6701, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.4064 (0.3742583617568017) | > loader_time: 0.0059 (0.00415295788219997)  --> TIME: 2024-06-11 04:51:39 -- STEP: 249/330 -- GLOBAL_STEP: 192200 | > loss_disc: 2.368041515350342 (2.3246888903728937) | > loss_disc_real_0: 0.08872182667255402 (0.11390595097678254) | > loss_disc_real_1: 0.1882249265909195 (0.1997803827246509) | > loss_disc_real_2: 0.1932331770658493 (0.21363319564296537) | > loss_disc_real_3: 0.2272687703371048 (0.22658831120494857) | > loss_disc_real_4: 0.23923054337501526 (0.22417250353409104) | > loss_disc_real_5: 0.24263131618499756 (0.21718400100388202) | > loss_0: 2.368041515350342 (2.3246888903728937) | > grad_norm_0: tensor(37.7639, device='cuda:0') (tensor(26.5114, device='cuda:0')) | > loss_gen: 2.422525644302368 (2.540288087354604) | > loss_kl: 1.737682580947876 (1.871379227044592) | > loss_feat: 6.613348484039307 (7.251111105263951) | > loss_mel: 17.653413772583008 (18.3678742297682) | > loss_duration: 2.1413888931274414 (2.070307054672854) | > loss_1: 30.568359375 (32.1009597471919) | > grad_norm_1: tensor(383.8425, device='cuda:0') (tensor(286.3651, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.4111 (0.37978806553116773) | > loader_time: 0.0059 (0.004313850977334632)  --> TIME: 2024-06-11 04:51:50 -- STEP: 274/330 -- GLOBAL_STEP: 192225 | > loss_disc: 2.4138588905334473 (2.3221410669549543) | > loss_disc_real_0: 0.18184305727481842 (0.11408113026107748) | > loss_disc_real_1: 0.1881381869316101 (0.19949642362168238) | > loss_disc_real_2: 0.2947283685207367 (0.21384238076471065) | > loss_disc_real_3: 0.21394816040992737 (0.22628618863812328) | > loss_disc_real_4: 0.2336275577545166 (0.223925040966838) | > loss_disc_real_5: 0.23166340589523315 (0.21654779317170167) | > loss_0: 2.4138588905334473 (2.3221410669549543) | > grad_norm_0: tensor(59.1542, device='cuda:0') (tensor(27.0077, device='cuda:0')) | > loss_gen: 2.628051996231079 (2.5425644773636393) | > loss_kl: 1.9759241342544556 (1.8752798820934156) | > loss_feat: 7.430723667144775 (7.282059498947033) | > loss_mel: 17.22787094116211 (18.34832546484732) | > loss_duration: 2.1482372283935547 (2.077690752753376) | > loss_1: 31.41080665588379 (32.12592012168717) | > grad_norm_1: tensor(706.9128, device='cuda:0') (tensor(297.0941, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.4419 (0.384758980604854) | > loader_time: 0.0064 (0.004460183373332894)  --> TIME: 2024-06-11 04:52:01 -- STEP: 299/330 -- GLOBAL_STEP: 192250 | > loss_disc: 2.2898058891296387 (2.325845263873454) | > loss_disc_real_0: 0.13114705681800842 (0.1151152478786416) | > loss_disc_real_1: 0.1627504527568817 (0.19990902675633446) | > loss_disc_real_2: 0.2090768665075302 (0.21421792744394139) | > loss_disc_real_3: 0.21963535249233246 (0.22641283069366597) | > loss_disc_real_4: 0.19870176911354065 (0.22417666576179773) | > loss_disc_real_5: 0.1790919452905655 (0.21638727482146647) | > loss_0: 2.2898058891296387 (2.325845263873454) | > grad_norm_0: tensor(39.3884, device='cuda:0') (tensor(28.0241, device='cuda:0')) | > loss_gen: 2.624232769012451 (2.540230661730301) | > loss_kl: 1.919613242149353 (1.8801375603596104) | > loss_feat: 7.412771224975586 (7.284038672877793) | > loss_mel: 19.094194412231445 (18.29589170755751) | > loss_duration: 2.256373643875122 (2.08723193985164) | > loss_1: 33.307186126708984 (32.087530569886674) | > grad_norm_1: tensor(255.8655, device='cuda:0') (tensor(306.9330, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.4923 (0.3909185211794034) | > loader_time: 0.0077 (0.004641182845252813)  --> TIME: 2024-06-11 04:52:15 -- STEP: 324/330 -- GLOBAL_STEP: 192275 | > loss_disc: 2.2519617080688477 (2.329557652090802) | > loss_disc_real_0: 0.13479548692703247 (0.11703623441496382) | > loss_disc_real_1: 0.23465393483638763 (0.2004882344217212) | > loss_disc_real_2: 0.2035289704799652 (0.2141653360500013) | > loss_disc_real_3: 0.20005062222480774 (0.22639468160492401) | > loss_disc_real_4: 0.22181811928749084 (0.2238860314734924) | > loss_disc_real_5: 0.18953537940979004 (0.2164309631435224) | > loss_0: 2.2519617080688477 (2.329557652090802) | > grad_norm_0: tensor(49.8213, device='cuda:0') (tensor(29.6676, device='cuda:0')) | > loss_gen: 2.721021890640259 (2.538406993135992) | > loss_kl: 2.0828771591186523 (1.8860004632561296) | > loss_feat: 11.17280387878418 (7.3458091108887285) | > loss_mel: 18.599132537841797 (18.280912193251257) | > loss_duration: 2.2779924869537354 (2.1007613488185544) | > loss_1: 36.85382843017578 (32.1518901542381) | > grad_norm_1: tensor(546.7535, device='cuda:0') (tensor(315.4096, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.6156 (0.40313421723283377) | > loader_time: 0.0103 (0.0049253164986033495)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5798003673553467 (2.5798003673553467) | > loss_disc_real_0: 0.13371750712394714 (0.13371750712394714) | > loss_disc_real_1: 0.18039774894714355 (0.18039774894714355) | > loss_disc_real_2: 0.34057289361953735 (0.34057289361953735) | > loss_disc_real_3: 0.25315040349960327 (0.25315040349960327) | > loss_disc_real_4: 0.25770244002342224 (0.25770244002342224) | > loss_disc_real_5: 0.2368396520614624 (0.2368396520614624) | > loss_0: 2.5798003673553467 (2.5798003673553467) | > loss_gen: 2.175928831100464 (2.175928831100464) | > loss_kl: 1.9249509572982788 (1.9249509572982788) | > loss_feat: 5.719407081604004 (5.719407081604004) | > loss_mel: 15.754345893859863 (15.754345893859863) | > loss_duration: 2.9010815620422363 (2.9010815620422363) | > loss_1: 28.4757137298584 (28.4757137298584)  --> STEP: 1 | > loss_disc: 2.023047685623169 (2.023047685623169) | > loss_disc_real_0: 0.0688929557800293 (0.0688929557800293) | > loss_disc_real_1: 0.16618405282497406 (0.16618405282497406) | > loss_disc_real_2: 0.16443832218647003 (0.16443832218647003) | > loss_disc_real_3: 0.14740344882011414 (0.14740344882011414) | > loss_disc_real_4: 0.16934546828269958 (0.16934546828269958) | > loss_disc_real_5: 0.1234862357378006 (0.1234862357378006) | > loss_0: 2.023047685623169 (2.023047685623169) | > loss_gen: 2.2638444900512695 (2.2638444900512695) | > loss_kl: 2.4066145420074463 (2.4066145420074463) | > loss_feat: 6.370636940002441 (6.370636940002441) | > loss_mel: 17.43914222717285 (17.43914222717285) | > loss_duration: 2.346811294555664 (2.346811294555664) | > loss_1: 30.82704734802246 (30.82704734802246)  --> STEP: 2 | > loss_disc: 2.3614964485168457 (2.1922720670700073) | > loss_disc_real_0: 0.07229387760162354 (0.07059341669082642) | > loss_disc_real_1: 0.13377167284488678 (0.14997786283493042) | > loss_disc_real_2: 0.2624930441379547 (0.21346568316221237) | > loss_disc_real_3: 0.24660387635231018 (0.19700366258621216) | > loss_disc_real_4: 0.18668478727340698 (0.17801512777805328) | > loss_disc_real_5: 0.25830507278442383 (0.1908956542611122) | > loss_0: 2.3614964485168457 (2.1922720670700073) | > loss_gen: 2.160719633102417 (2.2122820615768433) | > loss_kl: 2.120518445968628 (2.263566493988037) | > loss_feat: 6.367061614990234 (6.368849277496338) | > loss_mel: 19.011404037475586 (18.22527313232422) | > loss_duration: 2.5324673652648926 (2.4396393299102783) | > loss_1: 32.19217300415039 (31.509610176086426)  --> STEP: 3 | > loss_disc: 2.232099771499634 (2.2055479685465493) | > loss_disc_real_0: 0.03301471471786499 (0.05806718269983927) | > loss_disc_real_1: 0.1286759376525879 (0.1428772211074829) | > loss_disc_real_2: 0.2042189985513687 (0.2103834549585978) | > loss_disc_real_3: 0.22275350987911224 (0.20558694501717886) | > loss_disc_real_4: 0.17733602225780487 (0.1777887592713038) | > loss_disc_real_5: 0.21534787118434906 (0.1990463932355245) | > loss_0: 2.232099771499634 (2.2055479685465493) | > loss_gen: 2.134019613265991 (2.186194578806559) | > loss_kl: 3.1971771717071533 (2.5747700532277427) | > loss_feat: 6.327273845672607 (6.354990800221761) | > loss_mel: 19.031801223754883 (18.494115829467773) | > loss_duration: 2.311873435974121 (2.397050698598226) | > loss_1: 33.00214385986328 (32.00712140401205)  --> STEP: 4 | > loss_disc: 2.5107672214508057 (2.2818527817726135) | > loss_disc_real_0: 0.13211214542388916 (0.07657842338085175) | > loss_disc_real_1: 0.17321647703647614 (0.15046203508973122) | > loss_disc_real_2: 0.29937148094177246 (0.23263046145439148) | > loss_disc_real_3: 0.24807778000831604 (0.21620965376496315) | > loss_disc_real_4: 0.2205466628074646 (0.188478235155344) | > loss_disc_real_5: 0.20950670540332794 (0.20166147127747536) | > loss_0: 2.5107672214508057 (2.2818527817726135) | > loss_gen: 2.2473926544189453 (2.2014940977096558) | > loss_kl: 2.3759820461273193 (2.5250730514526367) | > loss_feat: 8.078219413757324 (6.785797953605652) | > loss_mel: 18.357046127319336 (18.459848403930664) | > loss_duration: 2.2775697708129883 (2.3671804666519165) | > loss_1: 33.336212158203125 (32.339394092559814)  --> STEP: 5 | > loss_disc: 2.3801159858703613 (2.301505422592163) | > loss_disc_real_0: 0.09736178070306778 (0.08073509484529495) | > loss_disc_real_1: 0.18108192086219788 (0.15658601224422455) | > loss_disc_real_2: 0.18799075484275818 (0.22370252013206482) | > loss_disc_real_3: 0.19527341425418854 (0.21202240586280824) | > loss_disc_real_4: 0.1697729080915451 (0.18473716974258422) | > loss_disc_real_5: 0.24444937705993652 (0.2102190524339676) | > loss_0: 2.3801159858703613 (2.301505422592163) | > loss_gen: 2.056443691253662 (2.172484016418457) | > loss_kl: 2.037933349609375 (2.4276451110839843) | > loss_feat: 5.344665050506592 (6.49757137298584) | > loss_mel: 18.70456314086914 (18.508791351318358) | > loss_duration: 2.3130886554718018 (2.3563621044158936) | > loss_1: 30.456695556640625 (31.962854385375977)  --> STEP: 6 | > loss_disc: 2.540351629257202 (2.341313123703003) | > loss_disc_real_0: 0.06062199920415878 (0.07738291223843892) | > loss_disc_real_1: 0.2014741450548172 (0.16406736771265665) | > loss_disc_real_2: 0.2241104394197464 (0.22377050668001175) | > loss_disc_real_3: 0.2704698443412781 (0.22176364560921988) | > loss_disc_real_4: 0.1865420788526535 (0.18503798792759577) | > loss_disc_real_5: 0.13416387140750885 (0.1975431889295578) | > loss_0: 2.540351629257202 (2.341313123703003) | > loss_gen: 2.0666439533233643 (2.1548440059026084) | > loss_kl: 1.6612786054611206 (2.2999173601468406) | > loss_feat: 8.201887130737305 (6.781623999277751) | > loss_mel: 19.225208282470703 (18.628194173177082) | > loss_duration: 2.1320438385009766 (2.3189757267634072) | > loss_1: 33.28706359863281 (32.183555920918785)  --> STEP: 7 | > loss_disc: 2.4007232189178467 (2.3498002801622664) | > loss_disc_real_0: 0.06844499707221985 (0.07610606721469335) | > loss_disc_real_1: 0.22379253804683685 (0.17259953490325383) | > loss_disc_real_2: 0.3483904302120209 (0.2415733528988702) | > loss_disc_real_3: 0.3015456199645996 (0.23316107051713125) | > loss_disc_real_4: 0.21971312165260315 (0.18999157845973969) | > loss_disc_real_5: 0.20574946701526642 (0.19871551437037333) | > loss_0: 2.4007232189178467 (2.3498002801622664) | > loss_gen: 2.5334854125976562 (2.208935635430472) | > loss_kl: 3.9547345638275146 (2.536319817815508) | > loss_feat: 6.783445358276367 (6.78188419342041) | > loss_mel: 17.896089553833008 (18.523607798985072) | > loss_duration: 2.5526952743530273 (2.3523642335619246) | > loss_1: 33.72045135498047 (32.40311241149902)  --> STEP: 8 | > loss_disc: 2.1927120685577393 (2.3301642537117004) | > loss_disc_real_0: 0.07251781970262527 (0.07565753627568483) | > loss_disc_real_1: 0.11572553217411041 (0.1654902845621109) | > loss_disc_real_2: 0.3092222809791565 (0.250029468908906) | > loss_disc_real_3: 0.2715979218482971 (0.237965676933527) | > loss_disc_real_4: 0.20530356466770172 (0.19190557673573494) | > loss_disc_real_5: 0.25418025255203247 (0.2056486066430807) | > loss_0: 2.1927120685577393 (2.3301642537117004) | > loss_gen: 2.55942440032959 (2.252746731042862) | > loss_kl: 3.126955270767212 (2.610149249434471) | > loss_feat: 9.405190467834473 (7.109797477722168) | > loss_mel: 21.323383331298828 (18.873579740524292) | > loss_duration: 2.1732401847839355 (2.329973727464676) | > loss_1: 38.58819580078125 (33.1762478351593)  --> STEP: 9 | > loss_disc: 2.3491222858428955 (2.332270701726278) | > loss_disc_real_0: 0.18172606825828552 (0.08744292871819602) | > loss_disc_real_1: 0.10156910121440887 (0.1583879308568107) | > loss_disc_real_2: 0.32565757632255554 (0.25843259195486706) | > loss_disc_real_3: 0.21296505630016327 (0.2351878301964866) | > loss_disc_real_4: 0.21734963357448578 (0.1947326941622628) | > loss_disc_real_5: 0.20221799612045288 (0.20526742769612205) | > loss_0: 2.3491222858428955 (2.332270701726278) | > loss_gen: 2.608046531677246 (2.2922244866689048) | > loss_kl: 2.720529317855835 (2.6224137014812894) | > loss_feat: 11.196331977844238 (7.56385686662462) | > loss_mel: 19.396888732910156 (18.931725184122723) | > loss_duration: 2.11564302444458 (2.3061592049068875) | > loss_1: 38.03744125366211 (33.71638043721517)  --> STEP: 10 | > loss_disc: 2.5309879779815674 (2.3521424293518067) | > loss_disc_real_0: 0.16637012362480164 (0.09533564820885658) | > loss_disc_real_1: 0.21412958204746246 (0.16396209597587585) | > loss_disc_real_2: 0.32296523451805115 (0.26488585621118543) | > loss_disc_real_3: 0.2005421668291092 (0.23172326385974884) | > loss_disc_real_4: 0.14592626690864563 (0.1898520514369011) | > loss_disc_real_5: 0.16415712237358093 (0.20115639716386796) | > loss_0: 2.5309879779815674 (2.3521424293518067) | > loss_gen: 2.1479105949401855 (2.2777930974960325) | > loss_kl: 2.049240827560425 (2.565096414089203) | > loss_feat: 6.857117176055908 (7.493182897567749) | > loss_mel: 17.90068817138672 (18.828621482849123) | > loss_duration: 2.317739725112915 (2.3073172569274902) | > loss_1: 31.272695541381836 (33.472011947631835)  --> STEP: 11 | > loss_disc: 2.4798169136047363 (2.3637492006475274) | > loss_disc_real_0: 0.07048871368169785 (0.09307683597911488) | > loss_disc_real_1: 0.15553216636180878 (0.1631957387382334) | > loss_disc_real_2: 0.25932440161705017 (0.26438026942990045) | > loss_disc_real_3: 0.2882861793041229 (0.23686534708196466) | > loss_disc_real_4: 0.20145028829574585 (0.190906436605887) | > loss_disc_real_5: 0.24930234253406525 (0.20553330128843134) | > loss_0: 2.4798169136047363 (2.3637492006475274) | > loss_gen: 2.1778454780578613 (2.268706950274381) | > loss_kl: 2.775909185409546 (2.5842612114819614) | > loss_feat: 5.70241641998291 (7.330385945060036) | > loss_mel: 19.043561935424805 (18.848161523992363) | > loss_duration: 2.4916906356811523 (2.3240784731778232) | > loss_1: 32.19142532348633 (33.35559498180043)  --> STEP: 12 | > loss_disc: 2.5906500816345215 (2.382657607396444) | > loss_disc_real_0: 0.05580223724246025 (0.089970619417727) | > loss_disc_real_1: 0.19083446264266968 (0.16549896573026976) | > loss_disc_real_2: 0.2778129279613495 (0.26549965764085454) | > loss_disc_real_3: 0.2548314034938812 (0.2383625184496244) | > loss_disc_real_4: 0.23978160321712494 (0.19497936715682349) | > loss_disc_real_5: 0.17501774430274963 (0.2029903382062912) | > loss_0: 2.5906500816345215 (2.382657607396444) | > loss_gen: 2.0424318313598633 (2.2498506903648376) | > loss_kl: 2.173978567123413 (2.550070991118749) | > loss_feat: 5.893647193908691 (7.210657715797424) | > loss_mel: 18.500812530517578 (18.81921577453613) | > loss_duration: 2.260197639465332 (2.3187550703684487) | > loss_1: 30.87106704711914 (33.14855098724366)  --> STEP: 13 | > loss_disc: 2.551644802093506 (2.395656622373141) | > loss_disc_real_0: 0.10072476416826248 (0.09079786132161434) | > loss_disc_real_1: 0.15375031530857086 (0.16459522339013907) | > loss_disc_real_2: 0.30710652470588684 (0.26870018587662625) | > loss_disc_real_3: 0.30595487356185913 (0.24356193038133475) | > loss_disc_real_4: 0.32418951392173767 (0.20491860921566302) | > loss_disc_real_5: 0.326544851064682 (0.2124945315030905) | > loss_0: 2.551644802093506 (2.395656622373141) | > loss_gen: 2.5582871437072754 (2.273576571391179) | > loss_kl: 2.658261775970459 (2.558393359184265) | > loss_feat: 6.446174144744873 (7.15185128725492) | > loss_mel: 18.5743408203125 (18.80037923959585) | > loss_duration: 2.21382474899292 (2.3106835071857157) | > loss_1: 32.45088577270508 (33.09488443227916)  --> STEP: 14 | > loss_disc: 2.2442543506622314 (2.38484217439379) | > loss_disc_real_0: 0.06829889863729477 (0.08919079255844865) | > loss_disc_real_1: 0.20557168126106262 (0.16752211323806218) | > loss_disc_real_2: 0.28544092178344727 (0.2698959527271135) | > loss_disc_real_3: 0.20229573547840118 (0.2406143450311252) | > loss_disc_real_4: 0.19928450882434845 (0.20451617347342627) | > loss_disc_real_5: 0.18061693012714386 (0.21021755997623717) | > loss_0: 2.2442543506622314 (2.38484217439379) | > loss_gen: 2.4451241493225098 (2.2858299698148454) | > loss_kl: 3.319943428039551 (2.6127897926739285) | > loss_feat: 7.966105937957764 (7.210012333733695) | > loss_mel: 18.816679000854492 (18.80154350825718) | > loss_duration: 2.4261138439178467 (2.318928531238011) | > loss_1: 34.97396469116211 (33.2291044507708)  --> STEP: 15 | > loss_disc: 2.337778091430664 (2.381704568862915) | > loss_disc_real_0: 0.1178978756070137 (0.09110459809501965) | > loss_disc_real_1: 0.14416338503360748 (0.16596486469109853) | > loss_disc_real_2: 0.21573927998542786 (0.26628550787766775) | > loss_disc_real_3: 0.19490240514278412 (0.23756688237190246) | > loss_disc_real_4: 0.1550510823726654 (0.20121850073337555) | > loss_disc_real_5: 0.1375964730978012 (0.20537615418434144) | > loss_0: 2.337778091430664 (2.381704568862915) | > loss_gen: 2.1074490547180176 (2.2739379088083904) | > loss_kl: 3.5498292446136475 (2.6752590894699098) | > loss_feat: 7.764375686645508 (7.246969890594483) | > loss_mel: 19.605480194091797 (18.85513928731282) | > loss_duration: 2.402006149291992 (2.3244670391082765) | > loss_1: 35.42913818359375 (33.37577336629233)  --> STEP: 16 | > loss_disc: 2.632343053817749 (2.397369474172592) | > loss_disc_real_0: 0.07012169063091278 (0.08979316637851298) | > loss_disc_real_1: 0.16186687350273132 (0.16570874024182558) | > loss_disc_real_2: 0.20501872897148132 (0.2624563341960311) | > loss_disc_real_3: 0.21431903541088104 (0.23611389193683863) | > loss_disc_real_4: 0.19192691147327423 (0.20063777640461922) | > loss_disc_real_5: 0.18827612698078156 (0.20430740248411894) | > loss_0: 2.632343053817749 (2.397369474172592) | > loss_gen: 1.755218267440796 (2.2415179312229156) | > loss_kl: 2.295097827911377 (2.6514990106225014) | > loss_feat: 6.906650066375732 (7.2256999015808105) | > loss_mel: 18.32278060913086 (18.82186686992645) | > loss_duration: 2.3138718605041504 (2.3238048404455185) | > loss_1: 31.593618392944336 (33.26438868045808)  --> STEP: 17 | > loss_disc: 2.548090934753418 (2.4062354424420525) | > loss_disc_real_0: 0.1082196980714798 (0.09087708000751103) | > loss_disc_real_1: 0.17567044496536255 (0.16629472287262187) | > loss_disc_real_2: 0.4010109305381775 (0.2706066045690985) | > loss_disc_real_3: 0.2472832351922989 (0.23677091212833629) | > loss_disc_real_4: 0.1992284208536148 (0.2005548731369131) | > loss_disc_real_5: 0.2226482629776001 (0.2053862766307943) | > loss_0: 2.548090934753418 (2.4062354424420525) | > loss_gen: 2.342930316925049 (2.2474833656759823) | > loss_kl: 2.1755447387695312 (2.6235017005135033) | > loss_feat: 6.993100643157959 (7.2120175922618195) | > loss_mel: 18.588165283203125 (18.808119717766253) | > loss_duration: 2.4030537605285645 (2.328466541626874) | > loss_1: 32.5027961730957 (33.21958912120147)  --> STEP: 18 | > loss_disc: 2.3182132244110107 (2.401345319218106) | > loss_disc_real_0: 0.08835908770561218 (0.09073719154629442) | > loss_disc_real_1: 0.10657668113708496 (0.16297705388731426) | > loss_disc_real_2: 0.2859220504760742 (0.2714574626750416) | > loss_disc_real_3: 0.27586644887924194 (0.23894288639227548) | > loss_disc_real_4: 0.3201013505458832 (0.20719634410407808) | > loss_disc_real_5: 0.1988939344882965 (0.2050255909562111) | > loss_0: 2.3182132244110107 (2.401345319218106) | > loss_gen: 2.814511775970459 (2.2789849440256753) | > loss_kl: 2.5858569145202637 (2.621410323513879) | > loss_feat: 9.676254272460938 (7.348919630050659) | > loss_mel: 19.791397094726562 (18.862746238708493) | > loss_duration: 2.2409143447875977 (2.3236025306913586) | > loss_1: 37.10893249511719 (33.43566375308568)  --> STEP: 19 | > loss_disc: 2.5952043533325195 (2.411548426276759) | > loss_disc_real_0: 0.1289360225200653 (0.09274765633438763) | > loss_disc_real_1: 0.19787153601646423 (0.16481360557832217) | > loss_disc_real_2: 0.3153804838657379 (0.2737692006324467) | > loss_disc_real_3: 0.2135339379310608 (0.23760557331536947) | > loss_disc_real_4: 0.21475538611412048 (0.2075941884203961) | > loss_disc_real_5: 0.1865014135837555 (0.20405063425239764) | > loss_0: 2.5952043533325195 (2.411548426276759) | > loss_gen: 2.158595561981201 (2.272648660760177) | > loss_kl: 1.7501493692398071 (2.5755544838152433) | > loss_feat: 6.832979202270508 (7.321764870693809) | > loss_mel: 16.827152252197266 (18.75560971310264) | > loss_duration: 2.3243422508239746 (2.3236414633299174) | > loss_1: 29.893220901489258 (33.24921939247534)  --> STEP: 20 | > loss_disc: 2.9072628021240234 (2.4363341450691225) | > loss_disc_real_0: 0.2788733243942261 (0.10205393973737956) | > loss_disc_real_1: 0.1642005294561386 (0.16478295177221297) | > loss_disc_real_2: 0.3348143398761749 (0.2768214575946331) | > loss_disc_real_3: 0.30705997347831726 (0.24107829332351685) | > loss_disc_real_4: 0.3202170729637146 (0.21322533264756202) | > loss_disc_real_5: 0.2585330307483673 (0.20677475407719612) | > loss_0: 2.9072628021240234 (2.4363341450691225) | > loss_gen: 2.2657899856567383 (2.2723057270050053) | > loss_kl: 2.1119985580444336 (2.552376687526703) | > loss_feat: 6.035580635070801 (7.257455658912659) | > loss_mel: 19.026670455932617 (18.76916275024414) | > loss_duration: 2.304314613342285 (2.322675120830536) | > loss_1: 31.744354248046875 (33.173976135253916)  --> STEP: 21 | > loss_disc: 2.5159122943878174 (2.440123580750965) | > loss_disc_real_0: 0.08834471553564072 (0.10140111953729675) | > loss_disc_real_1: 0.15323331952095032 (0.16423296928405762) | > loss_disc_real_2: 0.30746376514434814 (0.27828061509700047) | > loss_disc_real_3: 0.27330970764160156 (0.242613122576759) | > loss_disc_real_4: 0.178847074508667 (0.21158827273618608) | > loss_disc_real_5: 0.18825964629650116 (0.2058930822781154) | > loss_0: 2.5159122943878174 (2.440123580750965) | > loss_gen: 2.0402050018310547 (2.2612533115205316) | > loss_kl: 1.865684986114502 (2.5196770826975503) | > loss_feat: 5.651808261871338 (7.180996259053548) | > loss_mel: 16.101303100585938 (18.64212181454613) | > loss_duration: 2.165771007537842 (2.3152034963880266) | > loss_1: 27.82477378845215 (32.91925221397764)  --> STEP: 22 | > loss_disc: 2.221715211868286 (2.430195927619934) | > loss_disc_real_0: 0.07556217163801193 (0.10022662190551107) | > loss_disc_real_1: 0.16876740753650665 (0.1644390801137144) | > loss_disc_real_2: 0.16382001340389252 (0.2730778604745865) | > loss_disc_real_3: 0.24771817028522491 (0.24284517019987106) | > loss_disc_real_4: 0.20523695647716522 (0.2112995765425942) | > loss_disc_real_5: 0.20494821667671204 (0.205850133841688) | > loss_0: 2.221715211868286 (2.430195927619934) | > loss_gen: 2.2989044189453125 (2.262964725494385) | > loss_kl: 2.2757060527801514 (2.5085874904285776) | > loss_feat: 7.86650276184082 (7.212155645543879) | > loss_mel: 21.962799072265625 (18.793061689897016) | > loss_duration: 2.134909152984619 (2.307008298960599) | > loss_1: 36.538822174072266 (33.083778121254674)  --> STEP: 23 | > loss_disc: 2.4969115257263184 (2.4330966057984726) | > loss_disc_real_0: 0.18131962418556213 (0.10375240461333939) | > loss_disc_real_1: 0.16041649878025055 (0.164264185273129) | > loss_disc_real_2: 0.31711632013320923 (0.2749925761119179) | > loss_disc_real_3: 0.24449612200260162 (0.24291695071303326) | > loss_disc_real_4: 0.18568149209022522 (0.21018574678379556) | > loss_disc_real_5: 0.1818838268518448 (0.2048081204943035) | > loss_0: 2.4969115257263184 (2.4330966057984726) | > loss_gen: 2.1474287509918213 (2.257941422255143) | > loss_kl: 2.457698106765747 (2.506374908530194) | > loss_feat: 6.194858551025391 (7.167925337086553) | > loss_mel: 17.78077507019043 (18.749049228170644) | > loss_duration: 2.2601876258850098 (2.30497261752253) | > loss_1: 30.840946197509766 (32.986263689787506)  --> STEP: 24 | > loss_disc: 2.385801076889038 (2.4311259587605796) | > loss_disc_real_0: 0.14162704348564148 (0.10533051456635197) | > loss_disc_real_1: 0.2605106830596924 (0.16827445601423582) | > loss_disc_real_2: 0.300466924905777 (0.276054007311662) | > loss_disc_real_3: 0.19360850751399994 (0.24086243224640688) | > loss_disc_real_4: 0.21029426157474518 (0.21019026823341846) | > loss_disc_real_5: 0.19821257889270782 (0.20453330626090369) | > loss_0: 2.385801076889038 (2.4311259587605796) | > loss_gen: 2.4127655029296875 (2.2643924256165824) | > loss_kl: 2.328441619873047 (2.498961021502813) | > loss_feat: 4.278224468231201 (7.04752113421758) | > loss_mel: 17.837886810302734 (18.711084127426147) | > loss_duration: 2.4095401763916016 (2.3093295991420746) | > loss_1: 29.26685905456543 (32.83128849665325)  --> STEP: 25 | > loss_disc: 2.673548698425293 (2.4408228683471678) | > loss_disc_real_0: 0.09858536720275879 (0.10506070867180824) | > loss_disc_real_1: 0.18593616783618927 (0.16898092448711396) | > loss_disc_real_2: 0.24287034571170807 (0.2747266608476639) | > loss_disc_real_3: 0.23937417566776276 (0.2408029019832611) | > loss_disc_real_4: 0.25540870428085327 (0.21199900567531585) | > loss_disc_real_5: 0.2000139355659485 (0.20435253143310547) | > loss_0: 2.673548698425293 (2.4408228683471678) | > loss_gen: 1.9653561115264893 (2.2524309730529786) | > loss_kl: 2.4834113121032715 (2.498339033126831) | > loss_feat: 7.003614902496338 (7.04576488494873) | > loss_mel: 18.74538803100586 (18.712456283569335) | > loss_duration: 2.3378047943115234 (2.3104686069488527) | > loss_1: 32.53557586669922 (32.81945999145509)  --> STEP: 26 | > loss_disc: 2.093883514404297 (2.4274790470416727) | > loss_disc_real_0: 0.05423460900783539 (0.10310585868473236) | > loss_disc_real_1: 0.11834414303302765 (0.1670333559696491) | > loss_disc_real_2: 0.18612191081047058 (0.27131878584623337) | > loss_disc_real_3: 0.14640077948570251 (0.2371720511179704) | > loss_disc_real_4: 0.14804387092590332 (0.20953919280033845) | > loss_disc_real_5: 0.1305532306432724 (0.20151409678734267) | > loss_0: 2.093883514404297 (2.4274790470416727) | > loss_gen: 2.1506454944610596 (2.2485161469532895) | > loss_kl: 1.9113709926605225 (2.475763339262742) | > loss_feat: 8.060174942016602 (7.084780656374418) | > loss_mel: 21.81942367553711 (18.83195502941425) | > loss_duration: 2.2661094665527344 (2.3087624861643867) | > loss_1: 36.207725524902344 (32.949777896587676) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026062910373394308 (+0.0003135296014639055) | > avg_loss_disc: 2.4274790470416727 (+0.05238547691932016) | > avg_loss_disc_real_0: 0.10310585868473236 (-0.014409904726422756) | > avg_loss_disc_real_1: 0.1670333559696491 (-0.08941317177735839) | > avg_loss_disc_real_2: 0.27131878584623337 (+0.056334653152869285) | > avg_loss_disc_real_3: 0.2371720511179704 (-0.022094015032052938) | > avg_loss_disc_real_4: 0.20953919280033845 (-0.04794291464182038) | > avg_loss_disc_real_5: 0.20151409678734267 (-0.044482603669166565) | > avg_loss_0: 2.4274790470416727 (+0.05238547691932016) | > avg_loss_gen: 2.2485161469532895 (-0.3080334709240833) | > avg_loss_kl: 2.475763339262742 (-0.10877574407137391) | > avg_loss_feat: 7.084780656374418 (+0.12138166794410132) | > avg_loss_mel: 18.83195502941425 (+0.46721187004676423) | > avg_loss_duration: 2.3087624861643867 (+0.009803694028120535) | > avg_loss_1: 32.949777896587676 (+0.18158809955303923)  > EPOCH: 316/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:52:38)   --> TIME: 2024-06-11 04:52:46 -- STEP: 19/330 -- GLOBAL_STEP: 192300 | > loss_disc: 2.3686091899871826 (2.383425599650333) | > loss_disc_real_0: 0.07697056233882904 (0.1144337701170068) | > loss_disc_real_1: 0.18035824596881866 (0.20525041614708148) | > loss_disc_real_2: 0.18604129552841187 (0.22089904782019162) | > loss_disc_real_3: 0.21544089913368225 (0.23647400972090268) | > loss_disc_real_4: 0.22829826176166534 (0.23041377726354098) | > loss_disc_real_5: 0.22323822975158691 (0.22562276689629807) | > loss_0: 2.3686091899871826 (2.383425599650333) | > grad_norm_0: tensor(11.2689, device='cuda:0') (tensor(13.4778, device='cuda:0')) | > loss_gen: 2.4132418632507324 (2.4918353808553597) | > loss_kl: 1.9562160968780518 (1.8771065410814787) | > loss_feat: 7.031680583953857 (6.957766457607872) | > loss_mel: 18.15079116821289 (18.731998343216745) | > loss_duration: 2.05299711227417 (2.132510624433819) | > loss_1: 31.60492706298828 (32.19121712132504) | > grad_norm_1: tensor(58.2783, device='cuda:0') (tensor(147.4075, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3444 (0.3486159224259226) | > loader_time: 0.0033 (0.00309862588581286)  --> TIME: 2024-06-11 04:52:55 -- STEP: 44/330 -- GLOBAL_STEP: 192325 | > loss_disc: 2.3784775733947754 (2.3440476330843842) | > loss_disc_real_0: 0.09540962427854538 (0.11165594021705064) | > loss_disc_real_1: 0.21343104541301727 (0.20049929822033102) | > loss_disc_real_2: 0.23128549754619598 (0.216497889296575) | > loss_disc_real_3: 0.2511453926563263 (0.23211135850711304) | > loss_disc_real_4: 0.20907622575759888 (0.22958395054394548) | > loss_disc_real_5: 0.2219434380531311 (0.21904079819267447) | > loss_0: 2.3784775733947754 (2.3440476330843842) | > grad_norm_0: tensor(5.6250, device='cuda:0') (tensor(11.2495, device='cuda:0')) | > loss_gen: 2.361515998840332 (2.5207164233381096) | > loss_kl: 1.8739670515060425 (1.877882402051579) | > loss_feat: 7.33678674697876 (7.1276528943668715) | > loss_mel: 19.006061553955078 (18.645255652340975) | > loss_duration: 1.956756353378296 (2.0686107955195685) | > loss_1: 32.53508758544922 (32.240118200128705) | > grad_norm_1: tensor(63.3487, device='cuda:0') (tensor(125.8745, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3625 (0.34852804379029706) | > loader_time: 0.0034 (0.0032579248601740055)  --> TIME: 2024-06-11 04:53:04 -- STEP: 69/330 -- GLOBAL_STEP: 192350 | > loss_disc: 2.3763797283172607 (2.345063859137936) | > loss_disc_real_0: 0.1198170855641365 (0.11130406869494397) | > loss_disc_real_1: 0.22974368929862976 (0.201508527216704) | > loss_disc_real_2: 0.22754327952861786 (0.21525493825691333) | > loss_disc_real_3: 0.21853415668010712 (0.23050567464552063) | > loss_disc_real_4: 0.20689162611961365 (0.2279649411422619) | > loss_disc_real_5: 0.20938493311405182 (0.2187492586132409) | > loss_0: 2.3763797283172607 (2.345063859137936) | > grad_norm_0: tensor(22.3285, device='cuda:0') (tensor(11.4060, device='cuda:0')) | > loss_gen: 2.484286308288574 (2.5045638810033384) | > loss_kl: 1.7996528148651123 (1.8596436683682427) | > loss_feat: 7.769504070281982 (7.147458373636439) | > loss_mel: 17.92766571044922 (18.650265348130382) | > loss_duration: 1.9794944524765015 (2.048330972160118) | > loss_1: 31.960603713989258 (32.210262326226704) | > grad_norm_1: tensor(336.2039, device='cuda:0') (tensor(130.6808, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3639 (0.3511960610099461) | > loader_time: 0.0039 (0.003417740697446077)  --> TIME: 2024-06-11 04:53:13 -- STEP: 94/330 -- GLOBAL_STEP: 192375 | > loss_disc: 2.3200325965881348 (2.3457874896678517) | > loss_disc_real_0: 0.14916837215423584 (0.11224283079834695) | > loss_disc_real_1: 0.21704529225826263 (0.20271864850470367) | > loss_disc_real_2: 0.24536018073558807 (0.21566359191498857) | > loss_disc_real_3: 0.22557854652404785 (0.2299741634980161) | > loss_disc_real_4: 0.248096764087677 (0.2274076299781495) | > loss_disc_real_5: 0.19832000136375427 (0.2174695482913484) | > loss_0: 2.3200325965881348 (2.3457874896678517) | > grad_norm_0: tensor(11.2066, device='cuda:0') (tensor(11.8888, device='cuda:0')) | > loss_gen: 2.542809247970581 (2.5048025770390283) | > loss_kl: 1.867578148841858 (1.8572949475430427) | > loss_feat: 7.335629463195801 (7.166300509838348) | > loss_mel: 19.165706634521484 (18.597857495571706) | > loss_duration: 2.0505847930908203 (2.042391260887715) | > loss_1: 32.962310791015625 (32.16864679214801) | > grad_norm_1: tensor(119.8544, device='cuda:0') (tensor(142.2775, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3641 (0.3525092322775658) | > loader_time: 0.0042 (0.0035364044473526327)  --> TIME: 2024-06-11 04:53:23 -- STEP: 119/330 -- GLOBAL_STEP: 192400 | > loss_disc: 2.30112361907959 (2.341448280991627) | > loss_disc_real_0: 0.11201881617307663 (0.1116866831268583) | > loss_disc_real_1: 0.18631310760974884 (0.20096559647251583) | > loss_disc_real_2: 0.1991916298866272 (0.2148682120717874) | > loss_disc_real_3: 0.21459758281707764 (0.22987064631546245) | > loss_disc_real_4: 0.20518897473812103 (0.22732702060406948) | > loss_disc_real_5: 0.20535045862197876 (0.21798397174903325) | > loss_0: 2.30112361907959 (2.341448280991627) | > grad_norm_0: tensor(32.5070, device='cuda:0') (tensor(14.1393, device='cuda:0')) | > loss_gen: 2.4041242599487305 (2.5075756321434213) | > loss_kl: 1.8772542476654053 (1.8659141324147457) | > loss_feat: 7.766866207122803 (7.205924442836216) | > loss_mel: 18.944835662841797 (18.59019604851218) | > loss_duration: 2.0252201557159424 (2.0410471553562073) | > loss_1: 33.0182991027832 (32.210657392229365) | > grad_norm_1: tensor(333.7989, device='cuda:0') (tensor(176.0992, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3684 (0.35718965129692015) | > loader_time: 0.0042 (0.0037104702797256597)  --> TIME: 2024-06-11 04:53:32 -- STEP: 144/330 -- GLOBAL_STEP: 192425 | > loss_disc: 2.3766555786132812 (2.3395509752962327) | > loss_disc_real_0: 0.08498165011405945 (0.11174962788613306) | > loss_disc_real_1: 0.18903928995132446 (0.1996470872933666) | > loss_disc_real_2: 0.2348077893257141 (0.21492825148420203) | > loss_disc_real_3: 0.2254115492105484 (0.22969616877122057) | > loss_disc_real_4: 0.23294766247272491 (0.22656954493787554) | > loss_disc_real_5: 0.22655847668647766 (0.21713987479193345) | > loss_0: 2.3766555786132812 (2.3395509752962327) | > grad_norm_0: tensor(27.6994, device='cuda:0') (tensor(16.0523, device='cuda:0')) | > loss_gen: 2.5647971630096436 (2.5164289938078985) | > loss_kl: 1.7811857461929321 (1.869208709233337) | > loss_feat: 7.795443058013916 (7.2406149705251055) | > loss_mel: 18.136167526245117 (18.584984845585293) | > loss_duration: 2.039414644241333 (2.0440729392899417) | > loss_1: 32.3170051574707 (32.25531041622163) | > grad_norm_1: tensor(451.2326, device='cuda:0') (tensor(195.5816, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3878 (0.35920341809590656) | > loader_time: 0.0042 (0.003822412755754259)  --> TIME: 2024-06-11 04:53:42 -- STEP: 169/330 -- GLOBAL_STEP: 192450 | > loss_disc: 2.2971787452697754 (2.3388533112565453) | > loss_disc_real_0: 0.06554841995239258 (0.11279800384355014) | > loss_disc_real_1: 0.17775483429431915 (0.19981477766700045) | > loss_disc_real_2: 0.20746836066246033 (0.21486562587453065) | > loss_disc_real_3: 0.2308356612920761 (0.228791004807286) | > loss_disc_real_4: 0.22775621712207794 (0.22575678839486027) | > loss_disc_real_5: 0.20536938309669495 (0.21700413648546094) | > loss_0: 2.2971787452697754 (2.3388533112565453) | > grad_norm_0: tensor(12.1989, device='cuda:0') (tensor(18.3116, device='cuda:0')) | > loss_gen: 2.665159225463867 (2.5221706748714103) | > loss_kl: 2.0379528999328613 (1.8743111522945426) | > loss_feat: 7.654725074768066 (7.258229932841465) | > loss_mel: 18.222164154052734 (18.571465023875938) | > loss_duration: 2.0914196968078613 (2.0472267026731945) | > loss_1: 32.67142105102539 (32.27340343859069) | > grad_norm_1: tensor(214.4083, device='cuda:0') (tensor(215.8335, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3789 (0.36275904841676965) | > loader_time: 0.0052 (0.003986369928664709)  --> TIME: 2024-06-11 04:53:52 -- STEP: 194/330 -- GLOBAL_STEP: 192475 | > loss_disc: 2.3467748165130615 (2.3399371977933914) | > loss_disc_real_0: 0.13012997806072235 (0.11318104007502192) | > loss_disc_real_1: 0.1820298433303833 (0.1998838477374352) | > loss_disc_real_2: 0.22723710536956787 (0.21498635296047347) | > loss_disc_real_3: 0.22413720190525055 (0.22910723858272908) | > loss_disc_real_4: 0.23717430233955383 (0.22682590605979114) | > loss_disc_real_5: 0.20410749316215515 (0.21793625388563292) | > loss_0: 2.3467748165130615 (2.3399371977933914) | > grad_norm_0: tensor(32.1891, device='cuda:0') (tensor(20.2071, device='cuda:0')) | > loss_gen: 2.4264111518859863 (2.5314285656840525) | > loss_kl: 1.9240000247955322 (1.8771272215646566) | > loss_feat: 6.554872512817383 (7.261323208661423) | > loss_mel: 17.93049430847168 (18.5388238946187) | > loss_duration: 2.083878993988037 (2.053697739679786) | > loss_1: 30.91965675354004 (32.262400558314404) | > grad_norm_1: tensor(347.0376, device='cuda:0') (tensor(232.6509, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.3968 (0.3668293854624955) | > loader_time: 0.0049 (0.004115435266003167)  --> TIME: 2024-06-11 04:54:03 -- STEP: 219/330 -- GLOBAL_STEP: 192500 | > loss_disc: 2.349487781524658 (2.3377972313258204) | > loss_disc_real_0: 0.12545575201511383 (0.11418761350384586) | > loss_disc_real_1: 0.16557437181472778 (0.19945026253728562) | > loss_disc_real_2: 0.2216586023569107 (0.21514858407517) | > loss_disc_real_3: 0.21039757132530212 (0.2287448599050034) | > loss_disc_real_4: 0.19543667137622833 (0.22542798634805636) | > loss_disc_real_5: 0.20974431931972504 (0.2173696798548851) | > loss_0: 2.349487781524658 (2.3377972313258204) | > grad_norm_0: tensor(28.6430, device='cuda:0') (tensor(21.4782, device='cuda:0')) | > loss_gen: 2.476642608642578 (2.5343147946274986) | > loss_kl: 2.0276801586151123 (1.8789094599414633) | > loss_feat: 7.250852108001709 (7.273289482343142) | > loss_mel: 18.64910316467285 (18.51673712360259) | > loss_duration: 2.109360933303833 (2.0599960333680416) | > loss_1: 32.51363754272461 (32.263246814954265) | > grad_norm_1: tensor(268.5085, device='cuda:0') (tensor(245.6529, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.4113 (0.37217716757020997) | > loader_time: 0.006 (0.004268669102289907) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_192500.pth  --> TIME: 2024-06-11 04:54:18 -- STEP: 244/330 -- GLOBAL_STEP: 192525 | > loss_disc: 2.430750846862793 (2.3418735754294473) | > loss_disc_real_0: 0.10719625651836395 (0.11523288830381925) | > loss_disc_real_1: 0.19661365449428558 (0.20008357351676362) | > loss_disc_real_2: 0.22934578359127045 (0.21543073037364444) | > loss_disc_real_3: 0.207274928689003 (0.22854720843864268) | > loss_disc_real_4: 0.21856574714183807 (0.22555878257653753) | > loss_disc_real_5: 0.1898753046989441 (0.21747961347220374) | > loss_0: 2.430750846862793 (2.3418735754294473) | > grad_norm_0: tensor(23.8256, device='cuda:0') (tensor(22.3939, device='cuda:0')) | > loss_gen: 2.5132675170898438 (2.5338244643367704) | > loss_kl: 1.8748416900634766 (1.8789128582985675) | > loss_feat: 6.760076999664307 (7.269547016894231) | > loss_mel: 17.472902297973633 (18.472624184655345) | > loss_duration: 2.0767834186553955 (2.067925546012939) | > loss_1: 30.697872161865234 (32.222833930468965) | > grad_norm_1: tensor(416.2729, device='cuda:0') (tensor(255.9490, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.4286 (0.37724994440547754) | > loader_time: 0.0062 (0.004435458144203562)  --> TIME: 2024-06-11 04:54:29 -- STEP: 269/330 -- GLOBAL_STEP: 192550 | > loss_disc: 2.256666660308838 (2.3443499604122344) | > loss_disc_real_0: 0.07782091945409775 (0.11658369519896665) | > loss_disc_real_1: 0.2346573770046234 (0.20095156853305363) | > loss_disc_real_2: 0.21634911000728607 (0.21593850208481005) | > loss_disc_real_3: 0.21430689096450806 (0.22861767956315363) | > loss_disc_real_4: 0.19288253784179688 (0.2253053752795471) | > loss_disc_real_5: 0.21010775864124298 (0.21770401343315507) | > loss_0: 2.256666660308838 (2.3443499604122344) | > grad_norm_0: tensor(49.1366, device='cuda:0') (tensor(24.4372, device='cuda:0')) | > loss_gen: 2.5159032344818115 (2.538279504137855) | > loss_kl: 1.9672056436538696 (1.8853359107191234) | > loss_feat: 7.793755054473877 (7.28310159413788) | > loss_mel: 18.571422576904297 (18.448370752724557) | > loss_duration: 2.1816463470458984 (2.0753332230238204) | > loss_1: 33.029930114746094 (32.230420818116166) | > grad_norm_1: tensor(562.8574, device='cuda:0') (tensor(269.4661, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.4425 (0.3825458709192099) | > loader_time: 0.0064 (0.004596225391090139)  --> TIME: 2024-06-11 04:54:41 -- STEP: 294/330 -- GLOBAL_STEP: 192575 | > loss_disc: 2.168314218521118 (2.3412685280754455) | > loss_disc_real_0: 0.08702259510755539 (0.11676058477284955) | > loss_disc_real_1: 0.17014668881893158 (0.20045884901366265) | > loss_disc_real_2: 0.19844681024551392 (0.2154076294530006) | > loss_disc_real_3: 0.20469829440116882 (0.22803109539609376) | > loss_disc_real_4: 0.18980106711387634 (0.22482666545579222) | > loss_disc_real_5: 0.19356150925159454 (0.21723388059406856) | > loss_0: 2.168314218521118 (2.3412685280754455) | > grad_norm_0: tensor(6.2319, device='cuda:0') (tensor(25.6253, device='cuda:0')) | > loss_gen: 2.649167776107788 (2.5387887022122246) | > loss_kl: 1.9480202198028564 (1.8868111522019315) | > loss_feat: 8.716079711914062 (7.294829006908702) | > loss_mel: 18.124736785888672 (18.387317579619722) | > loss_duration: 2.1989657878875732 (2.0845555383331904) | > loss_1: 33.63697052001953 (32.19230182803408) | > grad_norm_1: tensor(89.2622, device='cuda:0') (tensor(283.1404, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.4514 (0.38872732434953955) | > loader_time: 0.0071 (0.0047692506491732465)  --> TIME: 2024-06-11 04:54:54 -- STEP: 319/330 -- GLOBAL_STEP: 192600 | > loss_disc: 2.3828301429748535 (2.3420422525615154) | > loss_disc_real_0: 0.13212382793426514 (0.11777294588313206) | > loss_disc_real_1: 0.20150630176067352 (0.20067564320975328) | > loss_disc_real_2: 0.21440927684307098 (0.21533474410215514) | > loss_disc_real_3: 0.24245642125606537 (0.22835596148683734) | > loss_disc_real_4: 0.2325899451971054 (0.22512906247919257) | > loss_disc_real_5: 0.23634576797485352 (0.21748346613492328) | > loss_0: 2.3828301429748535 (2.3420422525615154) | > grad_norm_0: tensor(43.1737, device='cuda:0') (tensor(26.1773, device='cuda:0')) | > loss_gen: 2.206411123275757 (2.5357945914552515) | > loss_kl: 1.9390207529067993 (1.8906526210539767) | > loss_feat: 6.940475940704346 (7.320059257614949) | > loss_mel: 16.95233154296875 (18.34217705920944) | > loss_duration: 2.265700101852417 (2.0978650194724136) | > loss_1: 30.303939819335938 (32.18654839446926) | > grad_norm_1: tensor(383.1960, device='cuda:0') (tensor(291.2809, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.5519 (0.39837134594453916) | > loader_time: 0.0085 (0.00502080229756227)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3676373958587646 (2.3676373958587646) | > loss_disc_real_0: 0.09509549289941788 (0.09509549289941788) | > loss_disc_real_1: 0.21128015220165253 (0.21128015220165253) | > loss_disc_real_2: 0.19787447154521942 (0.19787447154521942) | > loss_disc_real_3: 0.24950486421585083 (0.24950486421585083) | > loss_disc_real_4: 0.23329854011535645 (0.23329854011535645) | > loss_disc_real_5: 0.18420836329460144 (0.18420836329460144) | > loss_0: 2.3676373958587646 (2.3676373958587646) | > loss_gen: 2.2469019889831543 (2.2469019889831543) | > loss_kl: 1.4911563396453857 (1.4911563396453857) | > loss_feat: 6.36776876449585 (6.36776876449585) | > loss_mel: 15.410493850708008 (15.410493850708008) | > loss_duration: 2.8278932571411133 (2.8278932571411133) | > loss_1: 28.344215393066406 (28.344215393066406)  --> STEP: 1 | > loss_disc: 2.5289182662963867 (2.5289182662963867) | > loss_disc_real_0: 0.10500209778547287 (0.10500209778547287) | > loss_disc_real_1: 0.17191201448440552 (0.17191201448440552) | > loss_disc_real_2: 0.18568205833435059 (0.18568205833435059) | > loss_disc_real_3: 0.2482679933309555 (0.2482679933309555) | > loss_disc_real_4: 0.3502758741378784 (0.3502758741378784) | > loss_disc_real_5: 0.3254176378250122 (0.3254176378250122) | > loss_0: 2.5289182662963867 (2.5289182662963867) | > loss_gen: 2.3077502250671387 (2.3077502250671387) | > loss_kl: 2.5657753944396973 (2.5657753944396973) | > loss_feat: 5.613148212432861 (5.613148212432861) | > loss_mel: 18.512928009033203 (18.512928009033203) | > loss_duration: 2.4073941707611084 (2.4073941707611084) | > loss_1: 31.406997680664062 (31.406997680664062)  --> STEP: 2 | > loss_disc: 2.3823976516723633 (2.455657958984375) | > loss_disc_real_0: 0.08902081847190857 (0.09701145812869072) | > loss_disc_real_1: 0.18053235113620758 (0.17622218281030655) | > loss_disc_real_2: 0.16819266974925995 (0.17693736404180527) | > loss_disc_real_3: 0.23456960916519165 (0.24141880124807358) | > loss_disc_real_4: 0.32782870531082153 (0.33905228972435) | > loss_disc_real_5: 0.27153435349464417 (0.2984759956598282) | > loss_0: 2.3823976516723633 (2.455657958984375) | > loss_gen: 2.5381836891174316 (2.422966957092285) | > loss_kl: 3.1571643352508545 (2.861469864845276) | > loss_feat: 6.882533550262451 (6.247840881347656) | > loss_mel: 18.824321746826172 (18.668624877929688) | > loss_duration: 2.461395263671875 (2.4343947172164917) | > loss_1: 33.86359786987305 (32.635297775268555)  --> STEP: 3 | > loss_disc: 2.218418598175049 (2.376578172047933) | > loss_disc_real_0: 0.09805852174758911 (0.09736047933499019) | > loss_disc_real_1: 0.16426299512386322 (0.17223578691482544) | > loss_disc_real_2: 0.16529741883277893 (0.17305738230546316) | > loss_disc_real_3: 0.21691840887069702 (0.23325200378894806) | > loss_disc_real_4: 0.3502587676048279 (0.34278778235117596) | > loss_disc_real_5: 0.34426015615463257 (0.31373738249142963) | > loss_0: 2.218418598175049 (2.376578172047933) | > loss_gen: 2.7812345027923584 (2.542389472325643) | > loss_kl: 2.8453104496002197 (2.856083393096924) | > loss_feat: 8.104290008544922 (6.866657257080078) | > loss_mel: 18.18929672241211 (18.508848826090496) | > loss_duration: 2.2815253734588623 (2.3834382692972818) | > loss_1: 34.201656341552734 (33.15741729736328)  --> STEP: 4 | > loss_disc: 2.2857160568237305 (2.3538626432418823) | > loss_disc_real_0: 0.1440967619419098 (0.10904454998672009) | > loss_disc_real_1: 0.16556113958358765 (0.170567125082016) | > loss_disc_real_2: 0.137679785490036 (0.16421298310160637) | > loss_disc_real_3: 0.25144433975219727 (0.23780008777976036) | > loss_disc_real_4: 0.2992553412914276 (0.33190467208623886) | > loss_disc_real_5: 0.28779444098472595 (0.3072516471147537) | > loss_0: 2.2857160568237305 (2.3538626432418823) | > loss_gen: 2.654736042022705 (2.5704761147499084) | > loss_kl: 2.4796133041381836 (2.7619658708572388) | > loss_feat: 7.2746381759643555 (6.9686524868011475) | > loss_mel: 20.9925479888916 (19.12977361679077) | > loss_duration: 2.260887861251831 (2.352800667285919) | > loss_1: 35.66242218017578 (33.783668518066406)  --> STEP: 5 | > loss_disc: 2.230536460876465 (2.329197406768799) | > loss_disc_real_0: 0.25252795219421387 (0.13774123042821884) | > loss_disc_real_1: 0.2213965654373169 (0.18073301315307616) | > loss_disc_real_2: 0.20973537862300873 (0.17331746220588684) | > loss_disc_real_3: 0.23700866103172302 (0.2376418024301529) | > loss_disc_real_4: 0.23167136311531067 (0.31185801029205323) | > loss_disc_real_5: 0.20425479114055634 (0.28665227591991427) | > loss_0: 2.230536460876465 (2.329197406768799) | > loss_gen: 2.8585989475250244 (2.6281006813049315) | > loss_kl: 2.305826425552368 (2.6707379817962646) | > loss_feat: 6.035792350769043 (6.782080459594726) | > loss_mel: 19.39091682434082 (19.18200225830078) | > loss_duration: 2.3363640308380127 (2.3495133399963377) | > loss_1: 32.92749786376953 (33.61243438720703)  --> STEP: 6 | > loss_disc: 2.502101421356201 (2.3580147425333657) | > loss_disc_real_0: 0.20302239060401917 (0.14862142379085222) | > loss_disc_real_1: 0.2289179116487503 (0.18876382956902185) | > loss_disc_real_2: 0.22667571902275085 (0.1822105050086975) | > loss_disc_real_3: 0.2827032506465912 (0.24515204379955927) | > loss_disc_real_4: 0.29203033447265625 (0.30855339765548706) | > loss_disc_real_5: 0.2674393653869629 (0.28345012416442233) | > loss_0: 2.502101421356201 (2.3580147425333657) | > loss_gen: 2.380067825317383 (2.5867618719736734) | > loss_kl: 2.260504722595215 (2.602365771929423) | > loss_feat: 4.5886101722717285 (6.416502078374227) | > loss_mel: 18.65806770324707 (19.094679832458496) | > loss_duration: 2.1378307342529297 (2.31423290570577) | > loss_1: 30.025081634521484 (33.01454226175944)  --> STEP: 7 | > loss_disc: 2.328104019165039 (2.353741782052176) | > loss_disc_real_0: 0.19988536834716797 (0.15594484444175447) | > loss_disc_real_1: 0.21917852759361267 (0.1931087864296777) | > loss_disc_real_2: 0.22549378871917725 (0.18839383125305176) | > loss_disc_real_3: 0.2016734927892685 (0.2389408222266606) | > loss_disc_real_4: 0.2509256899356842 (0.30032086798122953) | > loss_disc_real_5: 0.22001762688159943 (0.27438833883830477) | > loss_0: 2.328104019165039 (2.353741782052176) | > loss_gen: 2.4632673263549805 (2.569119794028146) | > loss_kl: 3.397230863571167 (2.7159179278782437) | > loss_feat: 6.121339321136475 (6.374335970197405) | > loss_mel: 18.138856887817383 (18.958133697509766) | > loss_duration: 2.463164806365967 (2.3355088915143694) | > loss_1: 32.583858489990234 (32.953016008649556)  --> STEP: 8 | > loss_disc: 2.157590866088867 (2.3292229175567627) | > loss_disc_real_0: 0.09554514288902283 (0.14839488174766302) | > loss_disc_real_1: 0.21629533171653748 (0.19600710459053516) | > loss_disc_real_2: 0.13382408022880554 (0.18157261237502098) | > loss_disc_real_3: 0.21289916336536407 (0.23568561486899853) | > loss_disc_real_4: 0.18356916308403015 (0.2857269048690796) | > loss_disc_real_5: 0.15112824738025665 (0.2589808274060488) | > loss_0: 2.157590866088867 (2.3292229175567627) | > loss_gen: 2.4617037773132324 (2.5556927919387817) | > loss_kl: 2.2298665046691895 (2.655161499977112) | > loss_feat: 11.472845077514648 (7.0116496086120605) | > loss_mel: 21.2982234954834 (19.25064492225647) | > loss_duration: 2.1741676330566406 (2.3153412342071533) | > loss_1: 39.63680648803711 (33.788489818573)  --> STEP: 9 | > loss_disc: 2.5201456546783447 (2.350436555014716) | > loss_disc_real_0: 0.19459128379821777 (0.15352781530883577) | > loss_disc_real_1: 0.19430670142173767 (0.19581817090511322) | > loss_disc_real_2: 0.2765725553035736 (0.1921281615893046) | > loss_disc_real_3: 0.24601450562477112 (0.2368332693974177) | > loss_disc_real_4: 0.41347235441207886 (0.29992084370719063) | > loss_disc_real_5: 0.25734975934028625 (0.25879959762096405) | > loss_0: 2.5201456546783447 (2.350436555014716) | > loss_gen: 2.7760579586029053 (2.580177810457018) | > loss_kl: 2.6127543449401855 (2.650449593861898) | > loss_feat: 7.927673816680908 (7.113430076175266) | > loss_mel: 19.070005416870117 (19.230573866102432) | > loss_duration: 2.1097731590270996 (2.2925003369649253) | > loss_1: 34.49626159667969 (33.86713112725152)  --> STEP: 10 | > loss_disc: 2.73766827583313 (2.3891597270965574) | > loss_disc_real_0: 0.24521033465862274 (0.16269606724381447) | > loss_disc_real_1: 0.26570582389831543 (0.20280693620443344) | > loss_disc_real_2: 0.30517762899398804 (0.20343310832977296) | > loss_disc_real_3: 0.30889609456062317 (0.24403955191373825) | > loss_disc_real_4: 0.2893884778022766 (0.29886760711669924) | > loss_disc_real_5: 0.27741482853889465 (0.2606611207127571) | > loss_0: 2.73766827583313 (2.3891597270965574) | > loss_gen: 2.490007162094116 (2.5711607456207277) | > loss_kl: 2.399019241333008 (2.625306558609009) | > loss_feat: 5.171347141265869 (6.9192217826843265) | > loss_mel: 17.025609970092773 (19.010077476501465) | > loss_duration: 2.2956655025482178 (2.2928168535232545) | > loss_1: 29.381649017333984 (33.418582916259766)  --> STEP: 11 | > loss_disc: 2.671813726425171 (2.414855545217341) | > loss_disc_real_0: 0.19464215636253357 (0.16560025716369803) | > loss_disc_real_1: 0.2756088674068451 (0.20942529358647086) | > loss_disc_real_2: 0.19285757839679718 (0.20247169651768424) | > loss_disc_real_3: 0.2706388533115387 (0.2464576702226292) | > loss_disc_real_4: 0.29913488030433655 (0.29889190467921173) | > loss_disc_real_5: 0.28639891743659973 (0.2630009204149246) | > loss_0: 2.671813726425171 (2.414855545217341) | > loss_gen: 2.400463581085205 (2.5556428215720435) | > loss_kl: 3.1946840286254883 (2.677068146792325) | > loss_feat: 6.202535629272461 (6.8540684960105205) | > loss_mel: 18.319820404052734 (18.947326833551582) | > loss_duration: 2.402507781982422 (2.3027887561104516) | > loss_1: 32.52001190185547 (33.33689464222301)  --> STEP: 12 | > loss_disc: 2.5678913593292236 (2.427608529726664) | > loss_disc_real_0: 0.10386534035205841 (0.16045568076272806) | > loss_disc_real_1: 0.26661932468414307 (0.21419146284461021) | > loss_disc_real_2: 0.25832924246788025 (0.20712649201353392) | > loss_disc_real_3: 0.20908890664577484 (0.24334360659122467) | > loss_disc_real_4: 0.22785066068172455 (0.2929718010127545) | > loss_disc_real_5: 0.1557805836200714 (0.2540658923486869) | > loss_0: 2.5678913593292236 (2.427608529726664) | > loss_gen: 2.0643303394317627 (2.51470011472702) | > loss_kl: 2.374924421310425 (2.6518895030021667) | > loss_feat: 5.0924973487854 (6.707270900408427) | > loss_mel: 15.261438369750977 (18.6401694615682) | > loss_duration: 2.213677167892456 (2.2953627904256186) | > loss_1: 27.006866455078125 (32.809392293294266)  --> STEP: 13 | > loss_disc: 2.3044183254241943 (2.4181323601649356) | > loss_disc_real_0: 0.18435117602348328 (0.16229379578278616) | > loss_disc_real_1: 0.2210700511932373 (0.21472058502527383) | > loss_disc_real_2: 0.2599327564239502 (0.2111885123527967) | > loss_disc_real_3: 0.24943684041500092 (0.2438123168853613) | > loss_disc_real_4: 0.287028044462204 (0.2925145889704045) | > loss_disc_real_5: 0.23374830186367035 (0.2525030007729164) | > loss_0: 2.3044183254241943 (2.4181323601649356) | > loss_gen: 2.787792205810547 (2.535707198656522) | > loss_kl: 2.40649676322937 (2.633013138404259) | > loss_feat: 6.65416955947876 (6.703186181875376) | > loss_mel: 17.81172752380371 (18.57644315866324) | > loss_duration: 2.225050210952759 (2.289954130466168) | > loss_1: 31.885236740112305 (32.73830340458796)  --> STEP: 14 | > loss_disc: 2.554708480834961 (2.427887797355652) | > loss_disc_real_0: 0.18793374300003052 (0.16412522058401788) | > loss_disc_real_1: 0.25097209215164185 (0.21730997839144298) | > loss_disc_real_2: 0.1761683225631714 (0.20868707022496633) | > loss_disc_real_3: 0.23193615674972534 (0.24296401973281587) | > loss_disc_real_4: 0.25875455141067505 (0.29010315771613815) | > loss_disc_real_5: 0.233438178896904 (0.25114122778177267) | > loss_0: 2.554708480834961 (2.427887797355652) | > loss_gen: 2.253964900970459 (2.515582748821803) | > loss_kl: 3.4663820266723633 (2.692539487566267) | > loss_feat: 6.399151802062988 (6.681469440460205) | > loss_mel: 19.42057991027832 (18.636738640921457) | > loss_duration: 2.3879201412200928 (2.2969517026628767) | > loss_1: 33.92799758911133 (32.82328156062535)  --> STEP: 15 | > loss_disc: 2.3834290504455566 (2.424923880894979) | > loss_disc_real_0: 0.18807542324066162 (0.16572190076112747) | > loss_disc_real_1: 0.24237212538719177 (0.21898078819115957) | > loss_disc_real_2: 0.22637560963630676 (0.20986630618572236) | > loss_disc_real_3: 0.1553778201341629 (0.23712493975957236) | > loss_disc_real_4: 0.17927449941635132 (0.28271458049615233) | > loss_disc_real_5: 0.1844162940979004 (0.24669289886951454) | > loss_0: 2.3834290504455566 (2.424923880894979) | > loss_gen: 2.587007999420166 (2.520344432195027) | > loss_kl: 3.150012731552124 (2.7230377038319906) | > loss_feat: 10.432982444763184 (6.931570307413737) | > loss_mel: 17.753559112548828 (18.577860005696614) | > loss_duration: 2.3164403438568115 (2.298250945409139) | > loss_1: 36.24000549316406 (33.05106315612793)  --> STEP: 16 | > loss_disc: 2.4101853370666504 (2.4240027219057083) | > loss_disc_real_0: 0.10328014940023422 (0.16181929130107164) | > loss_disc_real_1: 0.2083495706319809 (0.2183163370937109) | > loss_disc_real_2: 0.16649605333805084 (0.20715566538274288) | > loss_disc_real_3: 0.27266421914100647 (0.23934614472091198) | > loss_disc_real_4: 0.30531683564186096 (0.28412722144275915) | > loss_disc_real_5: 0.23859477043151855 (0.24618676584213978) | > loss_0: 2.4101853370666504 (2.4240027219057083) | > loss_gen: 2.386385202407837 (2.511971980333328) | > loss_kl: 2.3012728691101074 (2.696677401661873) | > loss_feat: 6.804691314697266 (6.9236403703689575) | > loss_mel: 17.778240203857422 (18.527883768081665) | > loss_duration: 2.3595387935638428 (2.302081435918808) | > loss_1: 31.630128860473633 (32.962254762649536)  --> STEP: 17 | > loss_disc: 2.526563882827759 (2.4300357313717114) | > loss_disc_real_0: 0.10466153919696808 (0.15845707058906555) | > loss_disc_real_1: 0.2820909023284912 (0.2220677821075215) | > loss_disc_real_2: 0.28556719422340393 (0.21176810825572295) | > loss_disc_real_3: 0.2803969085216522 (0.24176089553272023) | > loss_disc_real_4: 0.2749879062175751 (0.28358961466480714) | > loss_disc_real_5: 0.2911449372768402 (0.24883136416182805) | > loss_0: 2.526563882827759 (2.4300357313717114) | > loss_gen: 2.563267230987549 (2.51498934801887) | > loss_kl: 2.1205456256866455 (2.6627872971927418) | > loss_feat: 5.1476335525512695 (6.8191693810855645) | > loss_mel: 17.478336334228516 (18.466145683737363) | > loss_duration: 2.359801769256592 (2.30547674964456) | > loss_1: 29.669584274291992 (32.76856826333439)  --> STEP: 18 | > loss_disc: 2.034101724624634 (2.4080393976635404) | > loss_disc_real_0: 0.12165747582912445 (0.1564126486579577) | > loss_disc_real_1: 0.2543109953403473 (0.22385907173156738) | > loss_disc_real_2: 0.20003648102283478 (0.21111635118722916) | > loss_disc_real_3: 0.2146550416946411 (0.24025501476393807) | > loss_disc_real_4: 0.2416965365409851 (0.2812622214357059) | > loss_disc_real_5: 0.10843373835086823 (0.24103149606121915) | > loss_0: 2.034101724624634 (2.4080393976635404) | > loss_gen: 2.744993209838867 (2.527767340342203) | > loss_kl: 2.8142712116241455 (2.6712030702167087) | > loss_feat: 9.784378051757812 (6.983903196122911) | > loss_mel: 18.928606033325195 (18.49183792538113) | > loss_duration: 2.260502338409424 (2.302978171242608) | > loss_1: 36.53274917602539 (32.97768942515055)  --> STEP: 19 | > loss_disc: 2.709731340408325 (2.423917920965897) | > loss_disc_real_0: 0.09985441714525223 (0.1534358996309732) | > loss_disc_real_1: 0.21865737438201904 (0.22358529818685433) | > loss_disc_real_2: 0.24662776291370392 (0.2129853728570436) | > loss_disc_real_3: 0.33829033374786377 (0.245414768394671) | > loss_disc_real_4: 0.3778253197669983 (0.28634448976893184) | > loss_disc_real_5: 0.2823547124862671 (0.24320640218885325) | > loss_0: 2.709731340408325 (2.423917920965897) | > loss_gen: 2.2821362018585205 (2.514839385685167) | > loss_kl: 2.0981571674346924 (2.641042759543971) | > loss_feat: 6.474163055419922 (6.957074767664859) | > loss_mel: 17.80851173400879 (18.455873388993112) | > loss_duration: 2.2982122898101807 (2.3027273353777433) | > loss_1: 30.961181640625 (32.871557436491315)  --> STEP: 20 | > loss_disc: 2.3482980728149414 (2.420136928558349) | > loss_disc_real_0: 0.13115188479423523 (0.15232169888913633) | > loss_disc_real_1: 0.2122972160577774 (0.22302089408040046) | > loss_disc_real_2: 0.2510366439819336 (0.21488793641328813) | > loss_disc_real_3: 0.24801480770111084 (0.24554477035999298) | > loss_disc_real_4: 0.26763296127319336 (0.2854089133441449) | > loss_disc_real_5: 0.23030436038970947 (0.24256130009889607) | > loss_0: 2.3482980728149414 (2.420136928558349) | > loss_gen: 2.476060152053833 (2.5129004240036004) | > loss_kl: 2.0631864070892334 (2.612149941921234) | > loss_feat: 5.513335704803467 (6.8848878145217896) | > loss_mel: 16.714677810668945 (18.368813610076906) | > loss_duration: 2.295281171798706 (2.3023550271987916) | > loss_1: 29.06254005432129 (32.68110656738281)  --> STEP: 21 | > loss_disc: 2.499466896057129 (2.423914546058291) | > loss_disc_real_0: 0.17952172458171844 (0.1536169382078307) | > loss_disc_real_1: 0.28965845704078674 (0.22619411136422837) | > loss_disc_real_2: 0.2512165904045105 (0.21661787231763205) | > loss_disc_real_3: 0.16253995895385742 (0.24159216029303415) | > loss_disc_real_4: 0.2336384803056717 (0.2829436546280271) | > loss_disc_real_5: 0.19782747328281403 (0.24043111786955884) | > loss_0: 2.499466896057129 (2.423914546058291) | > loss_gen: 2.2492446899414062 (2.500345389048258) | > loss_kl: 2.115661859512329 (2.588507652282715) | > loss_feat: 6.5567193031311035 (6.8692607425508045) | > loss_mel: 18.379138946533203 (18.3693052927653) | > loss_duration: 2.149923801422119 (2.2950963973999023) | > loss_1: 31.4506893157959 (32.6225152696882)  --> STEP: 22 | > loss_disc: 2.522303342819214 (2.428386764092878) | > loss_disc_real_0: 0.11866512894630432 (0.15202821960503404) | > loss_disc_real_1: 0.24737587571144104 (0.22715691883455624) | > loss_disc_real_2: 0.21146853268146515 (0.216383811425079) | > loss_disc_real_3: 0.20024128258228302 (0.23971257494254547) | > loss_disc_real_4: 0.2954435646533966 (0.283511832356453) | > loss_disc_real_5: 0.21139004826545715 (0.23911106925119058) | > loss_0: 2.522303342819214 (2.428386764092878) | > loss_gen: 2.243945598602295 (2.488690853118896) | > loss_kl: 2.2357046604156494 (2.5724711526523936) | > loss_feat: 6.944725036621094 (6.872690937735817) | > loss_mel: 20.90617561340332 (18.484617580067027) | > loss_duration: 2.1627025604248047 (2.2890784957192163) | > loss_1: 34.493255615234375 (32.70754892175848)  --> STEP: 23 | > loss_disc: 2.707505226135254 (2.440522349399068) | > loss_disc_real_0: 0.3349795937538147 (0.15998262717672015) | > loss_disc_real_1: 0.2831990122795105 (0.2295935315930325) | > loss_disc_real_2: 0.24831247329711914 (0.2177720141151677) | > loss_disc_real_3: 0.20326615869998932 (0.23812794814939084) | > loss_disc_real_4: 0.2695811986923218 (0.28290615263192553) | > loss_disc_real_5: 0.26750344038009644 (0.24034552016983865) | > loss_0: 2.707505226135254 (2.440522349399068) | > loss_gen: 2.1944339275360107 (2.475897073745727) | > loss_kl: 2.346386432647705 (2.5626413822174072) | > loss_feat: 3.3626859188079834 (6.72008202386939) | > loss_mel: 14.101266860961914 (18.29403711401898) | > loss_duration: 2.3176097869873047 (2.290318986643916) | > loss_1: 24.3223819732666 (32.342976445737094)  --> STEP: 24 | > loss_disc: 2.502018451690674 (2.4430846869945513) | > loss_disc_real_0: 0.226129412651062 (0.16273874323815107) | > loss_disc_real_1: 0.25927475094795227 (0.23083024906615415) | > loss_disc_real_2: 0.2510899603366852 (0.2191602618743976) | > loss_disc_real_3: 0.28476855158805847 (0.24007130662600198) | > loss_disc_real_4: 0.24193277955055237 (0.28119892875353497) | > loss_disc_real_5: 0.19862975180149078 (0.23860736315449083) | > loss_0: 2.502018451690674 (2.4430846869945513) | > loss_gen: 2.4928689002990723 (2.47660423318545) | > loss_kl: 2.4248743057250977 (2.556901087363561) | > loss_feat: 5.704847812652588 (6.677780598402023) | > loss_mel: 17.654029846191406 (18.267370144526165) | > loss_duration: 2.418613910675049 (2.2956646084785466) | > loss_1: 30.695234298706055 (32.27432052294413)  --> STEP: 25 | > loss_disc: 2.589899778366089 (2.448957290649413) | > loss_disc_real_0: 0.10962310433387756 (0.16061411768198014) | > loss_disc_real_1: 0.242848202586174 (0.23131096720695496) | > loss_disc_real_2: 0.22623343765735626 (0.21944318890571593) | > loss_disc_real_3: 0.2927802503108978 (0.24217966437339783) | > loss_disc_real_4: 0.30155500769615173 (0.28201317191123965) | > loss_disc_real_5: 0.2697228193283081 (0.2398519814014435) | > loss_0: 2.589899778366089 (2.448957290649413) | > loss_gen: 2.1824698448181152 (2.464838857650757) | > loss_kl: 2.5154337882995605 (2.555242395401001) | > loss_feat: 4.261187553405762 (6.581116876602173) | > loss_mel: 13.117839813232422 (18.061388931274415) | > loss_duration: 2.314641237258911 (2.296423673629761) | > loss_1: 24.391572952270508 (31.959010620117187)  --> STEP: 26 | > loss_disc: 2.064927816390991 (2.434186926254858) | > loss_disc_real_0: 0.08511747419834137 (0.1577104006249171) | > loss_disc_real_1: 0.15633009374141693 (0.22842708745828041) | > loss_disc_real_2: 0.09900406748056412 (0.21481091500474855) | > loss_disc_real_3: 0.1413402110338211 (0.2383012238603372) | > loss_disc_real_4: 0.24582716822624207 (0.28062140253873974) | > loss_disc_real_5: 0.1908695101737976 (0.2379680402003802) | > loss_0: 2.064927816390991 (2.434186926254858) | > loss_gen: 2.3844075202941895 (2.461745344675504) | > loss_kl: 2.6166107654571533 (2.5576027173262377) | > loss_feat: 12.015068054199219 (6.790114998817444) | > loss_mel: 20.975046157836914 (18.173452670757587) | > loss_duration: 2.293600082397461 (2.2963150739669804) | > loss_1: 40.28472900390625 (32.27923055795523) --> EVAL PERFORMANCE | > avg_loader_time: 0.002312770256629357 (-0.00029352078071007365) | > avg_loss_disc: 2.434186926254858 (+0.006707879213185386) | > avg_loss_disc_real_0: 0.1577104006249171 (+0.05460454194018473) | > avg_loss_disc_real_1: 0.22842708745828041 (+0.06139373148863131) | > avg_loss_disc_real_2: 0.21481091500474855 (-0.056507870841484814) | > avg_loss_disc_real_3: 0.2383012238603372 (+0.0011291727423667908) | > avg_loss_disc_real_4: 0.28062140253873974 (+0.07108220973840129) | > avg_loss_disc_real_5: 0.2379680402003802 (+0.03645394341303754) | > avg_loss_0: 2.434186926254858 (+0.006707879213185386) | > avg_loss_gen: 2.461745344675504 (+0.21322919772221471) | > avg_loss_kl: 2.5576027173262377 (+0.08183937806349562) | > avg_loss_feat: 6.790114998817444 (-0.2946656575569744) | > avg_loss_mel: 18.173452670757587 (-0.6585023586566621) | > avg_loss_duration: 2.2963150739669804 (-0.012447412197406305) | > avg_loss_1: 32.27923055795523 (-0.6705473386324456)  > EPOCH: 317/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:55:20)   --> TIME: 2024-06-11 04:55:27 -- STEP: 14/330 -- GLOBAL_STEP: 192625 | > loss_disc: 2.329233169555664 (2.3092718805585593) | > loss_disc_real_0: 0.08825807273387909 (0.10805797576904297) | > loss_disc_real_1: 0.20547908544540405 (0.19739854229348047) | > loss_disc_real_2: 0.25358694791793823 (0.21196609735488892) | > loss_disc_real_3: 0.24026556313037872 (0.2238909655383655) | > loss_disc_real_4: 0.24226932227611542 (0.22678686997720174) | > loss_disc_real_5: 0.23655058443546295 (0.2160768476980073) | > loss_0: 2.329233169555664 (2.3092718805585593) | > grad_norm_0: tensor(11.3836, device='cuda:0') (tensor(8.0832, device='cuda:0')) | > loss_gen: 2.654935598373413 (2.4987599849700928) | > loss_kl: 1.7155653238296509 (1.825813182762691) | > loss_feat: 7.501328945159912 (7.063240562166486) | > loss_mel: 18.19893455505371 (18.59540053776332) | > loss_duration: 2.0890111923217773 (2.158484271594456) | > loss_1: 32.15977478027344 (32.14169829232352) | > grad_norm_1: tensor(91.0346, device='cuda:0') (tensor(82.7393, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3624 (0.362348164830889) | > loader_time: 0.0036 (0.003218276160103934)  --> TIME: 2024-06-11 04:55:36 -- STEP: 39/330 -- GLOBAL_STEP: 192650 | > loss_disc: 2.315403938293457 (2.3180393439072837) | > loss_disc_real_0: 0.10252421349287033 (0.10984363406896591) | > loss_disc_real_1: 0.1558346003293991 (0.19742726133419916) | > loss_disc_real_2: 0.21731019020080566 (0.2108232577641805) | > loss_disc_real_3: 0.24931514263153076 (0.22706512113412222) | > loss_disc_real_4: 0.2311578094959259 (0.22681019206841788) | > loss_disc_real_5: 0.2278686761856079 (0.2168189932902654) | > loss_0: 2.315403938293457 (2.3180393439072837) | > grad_norm_0: tensor(11.7000, device='cuda:0') (tensor(9.3461, device='cuda:0')) | > loss_gen: 2.4888837337493896 (2.4978305498758955) | > loss_kl: 1.8581483364105225 (1.8540270787018995) | > loss_feat: 7.343903064727783 (7.104810726948274) | > loss_mel: 17.87849998474121 (18.498084386189777) | > loss_duration: 2.064234733581543 (2.0814922558955646) | > loss_1: 31.633670806884766 (32.03624500372472) | > grad_norm_1: tensor(65.8243, device='cuda:0') (tensor(103.0286, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3633 (0.3622923692067464) | > loader_time: 0.004 (0.00337978509756235)  --> TIME: 2024-06-11 04:55:45 -- STEP: 64/330 -- GLOBAL_STEP: 192675 | > loss_disc: 2.273167848587036 (2.3244101479649553) | > loss_disc_real_0: 0.09256315976381302 (0.11252161697484553) | > loss_disc_real_1: 0.1921931356191635 (0.19774744217284024) | > loss_disc_real_2: 0.23344175517559052 (0.21311888028867543) | > loss_disc_real_3: 0.2226257622241974 (0.22640238632448018) | > loss_disc_real_4: 0.23080763220787048 (0.22648878511972725) | > loss_disc_real_5: 0.20602326095104218 (0.21780675440095365) | > loss_0: 2.273167848587036 (2.3244101479649553) | > grad_norm_0: tensor(12.2039, device='cuda:0') (tensor(9.7389, device='cuda:0')) | > loss_gen: 2.459127187728882 (2.498341657221317) | > loss_kl: 2.029115915298462 (1.8713887203484774) | > loss_feat: 7.272648811340332 (7.139979586005211) | > loss_mel: 18.601591110229492 (18.50884589552879) | > loss_duration: 2.0336036682128906 (2.05450272001326) | > loss_1: 32.396087646484375 (32.0730584859848) | > grad_norm_1: tensor(177.1844, device='cuda:0') (tensor(106.4480, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3726 (0.36406809091567993) | > loader_time: 0.0036 (0.0034929923713207245)  --> TIME: 2024-06-11 04:55:55 -- STEP: 89/330 -- GLOBAL_STEP: 192700 | > loss_disc: 2.2571942806243896 (2.3228608008181104) | > loss_disc_real_0: 0.0970793068408966 (0.113133653579803) | > loss_disc_real_1: 0.21912823617458344 (0.19823614918114094) | > loss_disc_real_2: 0.2091413140296936 (0.21361684564794048) | > loss_disc_real_3: 0.25160548090934753 (0.2261661622631416) | > loss_disc_real_4: 0.22702869772911072 (0.2257660680942321) | > loss_disc_real_5: 0.20503993332386017 (0.21628828765301222) | > loss_0: 2.2571942806243896 (2.3228608008181104) | > grad_norm_0: tensor(13.1331, device='cuda:0') (tensor(10.5646, device='cuda:0')) | > loss_gen: 2.6024420261383057 (2.5062713355160833) | > loss_kl: 1.9594310522079468 (1.8826618917872397) | > loss_feat: 7.71798849105835 (7.201320026697737) | > loss_mel: 19.01082420349121 (18.490498982118762) | > loss_duration: 2.0484602451324463 (2.0443196202931766) | > loss_1: 33.33914566040039 (32.12507166487446) | > grad_norm_1: tensor(218.4843, device='cuda:0') (tensor(127.2265, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3805 (0.3657846316862642) | > loader_time: 0.0038 (0.0035882290829433484)  --> TIME: 2024-06-11 04:56:04 -- STEP: 114/330 -- GLOBAL_STEP: 192725 | > loss_disc: 2.3826379776000977 (2.314634649377119) | > loss_disc_real_0: 0.15501540899276733 (0.11202698112710525) | > loss_disc_real_1: 0.23319865763187408 (0.19783152286943637) | > loss_disc_real_2: 0.21972894668579102 (0.2138433588439958) | > loss_disc_real_3: 0.23491761088371277 (0.2254117541668708) | > loss_disc_real_4: 0.22300995886325836 (0.22399947413227014) | > loss_disc_real_5: 0.18743637204170227 (0.2146413382469562) | > loss_0: 2.3826379776000977 (2.314634649377119) | > grad_norm_0: tensor(44.9118, device='cuda:0') (tensor(12.2880, device='cuda:0')) | > loss_gen: 2.6082987785339355 (2.5260582367579145) | > loss_kl: 1.8705397844314575 (1.8866633950618275) | > loss_feat: 7.501230716705322 (7.2750691489169474) | > loss_mel: 19.003427505493164 (18.465827557078583) | > loss_duration: 2.0577268600463867 (2.041652123133341) | > loss_1: 33.04122543334961 (32.195270337556536) | > grad_norm_1: tensor(138.0040, device='cuda:0') (tensor(149.7408, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3972 (0.3669929776275367) | > loader_time: 0.0039 (0.003681256060014691)  --> TIME: 2024-06-11 04:56:14 -- STEP: 139/330 -- GLOBAL_STEP: 192750 | > loss_disc: 2.2555878162384033 (2.309325014086935) | > loss_disc_real_0: 0.0888606607913971 (0.1096077420407062) | > loss_disc_real_1: 0.15857046842575073 (0.19735385777710154) | > loss_disc_real_2: 0.16563847661018372 (0.21316803123453537) | > loss_disc_real_3: 0.21396398544311523 (0.2254031430259883) | > loss_disc_real_4: 0.2380194216966629 (0.22269253164744204) | > loss_disc_real_5: 0.24914830923080444 (0.21580270736766377) | > loss_0: 2.2555878162384033 (2.309325014086935) | > grad_norm_0: tensor(8.4981, device='cuda:0') (tensor(13.4854, device='cuda:0')) | > loss_gen: 2.799405813217163 (2.5411856500364896) | > loss_kl: 2.013857126235962 (1.8758444262923097) | > loss_feat: 7.993419647216797 (7.329676957439176) | > loss_mel: 18.32658576965332 (18.489472203975108) | > loss_duration: 2.108314037322998 (2.0450310424077434) | > loss_1: 33.241580963134766 (32.28121015150773) | > grad_norm_1: tensor(355.7505, device='cuda:0') (tensor(172.3345, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3708 (0.3678481372997915) | > loader_time: 0.004 (0.003752874813491492)  --> TIME: 2024-06-11 04:56:23 -- STEP: 164/330 -- GLOBAL_STEP: 192775 | > loss_disc: 2.233541250228882 (2.31213831756173) | > loss_disc_real_0: 0.15162216126918793 (0.11116443106495752) | > loss_disc_real_1: 0.19710546731948853 (0.197247295027099) | > loss_disc_real_2: 0.21361994743347168 (0.2145061202165557) | > loss_disc_real_3: 0.2388877123594284 (0.22573331489068707) | > loss_disc_real_4: 0.2468792051076889 (0.22258876463988933) | > loss_disc_real_5: 0.2195129096508026 (0.2157230359025118) | > loss_0: 2.233541250228882 (2.31213831756173) | > grad_norm_0: tensor(43.8740, device='cuda:0') (tensor(16.1833, device='cuda:0')) | > loss_gen: 2.6032700538635254 (2.5485627345922532) | > loss_kl: 1.7423572540283203 (1.8703343112294266) | > loss_feat: 7.197259426116943 (7.341837295671788) | > loss_mel: 18.238101959228516 (18.45625545920396) | > loss_duration: 2.1158828735351562 (2.0467226178180895) | > loss_1: 31.89687156677246 (32.26371230148691) | > grad_norm_1: tensor(239.7258, device='cuda:0') (tensor(197.4806, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3821 (0.3698668232778223) | > loader_time: 0.0042 (0.0038426474827091867)  --> TIME: 2024-06-11 04:56:33 -- STEP: 189/330 -- GLOBAL_STEP: 192800 | > loss_disc: 2.3837215900421143 (2.317570822579519) | > loss_disc_real_0: 0.1529398411512375 (0.11345850634906027) | > loss_disc_real_1: 0.22598667442798615 (0.19752220801575474) | > loss_disc_real_2: 0.2253410816192627 (0.2138019420955547) | > loss_disc_real_3: 0.23419418931007385 (0.22601915005022888) | > loss_disc_real_4: 0.2469654679298401 (0.22325107242379869) | > loss_disc_real_5: 0.21659263968467712 (0.21593890500762475) | > loss_0: 2.3837215900421143 (2.317570822579519) | > grad_norm_0: tensor(74.6342, device='cuda:0') (tensor(20.3572, device='cuda:0')) | > loss_gen: 2.5915544033050537 (2.5495332157801074) | > loss_kl: 2.0063183307647705 (1.8713667077362222) | > loss_feat: 7.4578375816345215 (7.336685672638908) | > loss_mel: 18.13896369934082 (18.43265788769596) | > loss_duration: 2.1282005310058594 (2.0527228533275546) | > loss_1: 32.3228759765625 (32.24296620283181) | > grad_norm_1: tensor(349.3798, device='cuda:0') (tensor(222.4739, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.3988 (0.37235421099990756) | > loader_time: 0.005 (0.0039425766657269195)  --> TIME: 2024-06-11 04:56:44 -- STEP: 214/330 -- GLOBAL_STEP: 192825 | > loss_disc: 2.318763494491577 (2.3197550773620614) | > loss_disc_real_0: 0.10213819146156311 (0.11334420094771364) | > loss_disc_real_1: 0.230454683303833 (0.19778811499894222) | > loss_disc_real_2: 0.2312895506620407 (0.21439674977108697) | > loss_disc_real_3: 0.25178560614585876 (0.22663865969559857) | > loss_disc_real_4: 0.2418452352285385 (0.22366872715337255) | > loss_disc_real_5: 0.2358875572681427 (0.21640552489835524) | > loss_0: 2.318763494491577 (2.3197550773620614) | > grad_norm_0: tensor(12.4612, device='cuda:0') (tensor(21.8271, device='cuda:0')) | > loss_gen: 2.8612279891967773 (2.554501500085136) | > loss_kl: 1.9513065814971924 (1.8793752900907927) | > loss_feat: 6.954982280731201 (7.359619864793581) | > loss_mel: 17.48748016357422 (18.407785014571424) | > loss_duration: 2.165684223175049 (2.0594180048069095) | > loss_1: 31.42068099975586 (32.26069955736678) | > grad_norm_1: tensor(558.8308, device='cuda:0') (tensor(241.1662, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.4113 (0.37603100772215936) | > loader_time: 0.0051 (0.004056761197954694)  --> TIME: 2024-06-11 04:56:54 -- STEP: 239/330 -- GLOBAL_STEP: 192850 | > loss_disc: 2.3066368103027344 (2.324908117868911) | > loss_disc_real_0: 0.0853625014424324 (0.11396925617399076) | > loss_disc_real_1: 0.22259768843650818 (0.1981428373433556) | > loss_disc_real_2: 0.20091360807418823 (0.21511400762212826) | > loss_disc_real_3: 0.2669932544231415 (0.2264186760496395) | > loss_disc_real_4: 0.19319680333137512 (0.22340746978336798) | > loss_disc_real_5: 0.2231467217206955 (0.21697465034209534) | > loss_0: 2.3066368103027344 (2.324908117868911) | > grad_norm_0: tensor(41.2463, device='cuda:0') (tensor(23.4942, device='cuda:0')) | > loss_gen: 2.5677218437194824 (2.5543736793007317) | > loss_kl: 1.8613773584365845 (1.8846047418386866) | > loss_feat: 6.861983299255371 (7.356834321840039) | > loss_mel: 17.583906173706055 (18.382441843902704) | > loss_duration: 2.093292236328125 (2.0668206459308744) | > loss_1: 30.968280792236328 (32.24507512208306) | > grad_norm_1: tensor(479.4364, device='cuda:0') (tensor(253.3633, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.4252 (0.38082689520704194) | > loader_time: 0.0058 (0.00421456313033483)  --> TIME: 2024-06-11 04:57:06 -- STEP: 264/330 -- GLOBAL_STEP: 192875 | > loss_disc: 2.2659435272216797 (2.3255245974569614) | > loss_disc_real_0: 0.15634045004844666 (0.11460838874689105) | > loss_disc_real_1: 0.16841155290603638 (0.19852226509740858) | > loss_disc_real_2: 0.18361325562000275 (0.21455789052627303) | > loss_disc_real_3: 0.2143835574388504 (0.22629642492216645) | > loss_disc_real_4: 0.20597009360790253 (0.22398521423791395) | > loss_disc_real_5: 0.2093762755393982 (0.21738857064734807) | > loss_0: 2.2659435272216797 (2.3255245974569614) | > grad_norm_0: tensor(52.3775, device='cuda:0') (tensor(23.9293, device='cuda:0')) | > loss_gen: 2.61248517036438 (2.5492571429772815) | > loss_kl: 1.9276221990585327 (1.888012554157864) | > loss_feat: 7.488056182861328 (7.347167331160921) | > loss_mel: 17.831459045410156 (18.33794697848232) | > loss_duration: 2.1749956607818604 (2.0737820886301255) | > loss_1: 32.03461837768555 (32.19616603128835) | > grad_norm_1: tensor(512.0420, device='cuda:0') (tensor(263.8484, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.4412 (0.38560874985926075) | > loader_time: 0.0055 (0.0043750956202998304)  --> TIME: 2024-06-11 04:57:17 -- STEP: 289/330 -- GLOBAL_STEP: 192900 | > loss_disc: 2.3622548580169678 (2.328623539023746) | > loss_disc_real_0: 0.1704290807247162 (0.11571547418678095) | > loss_disc_real_1: 0.23651932179927826 (0.19890588207434617) | > loss_disc_real_2: 0.18353214859962463 (0.214472929499141) | > loss_disc_real_3: 0.23774713277816772 (0.2265511478416648) | > loss_disc_real_4: 0.24298317730426788 (0.22403088758561027) | > loss_disc_real_5: 0.2329244315624237 (0.21734864545734697) | > loss_0: 2.3622548580169678 (2.328623539023746) | > grad_norm_0: tensor(60.2579, device='cuda:0') (tensor(25.7599, device='cuda:0')) | > loss_gen: 2.553213596343994 (2.5442486238314617) | > loss_kl: 1.8883522748947144 (1.891075816121481) | > loss_feat: 7.421589374542236 (7.344728357651654) | > loss_mel: 17.057523727416992 (18.300576688509075) | > loss_duration: 2.2265686988830566 (2.082503746537601) | > loss_1: 31.147247314453125 (32.163133152628404) | > grad_norm_1: tensor(339.2291, device='cuda:0') (tensor(279.2876, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.4578 (0.39113741267511176) | > loader_time: 0.007 (0.004532078970674825)  --> TIME: 2024-06-11 04:57:30 -- STEP: 314/330 -- GLOBAL_STEP: 192925 | > loss_disc: 2.266307830810547 (2.3316211267641394) | > loss_disc_real_0: 0.1129997968673706 (0.11656122116051662) | > loss_disc_real_1: 0.191010981798172 (0.1993112817976126) | > loss_disc_real_2: 0.19418494403362274 (0.2148805562952521) | > loss_disc_real_3: 0.21819671988487244 (0.2268960492531206) | > loss_disc_real_4: 0.19866955280303955 (0.22415369715850064) | > loss_disc_real_5: 0.23239794373512268 (0.21768281015620874) | > loss_0: 2.266307830810547 (2.3316211267641394) | > grad_norm_0: tensor(52.9100, device='cuda:0') (tensor(27.5904, device='cuda:0')) | > loss_gen: 2.508639097213745 (2.544255426734875) | > loss_kl: 1.9772253036499023 (1.8930422363767199) | > loss_feat: 8.11062240600586 (7.353701466967346) | > loss_mel: 18.400848388671875 (18.269967206724115) | > loss_duration: 2.2870774269104004 (2.0945875564957874) | > loss_1: 33.2844123840332 (32.155553835972036) | > grad_norm_1: tensor(448.6816, device='cuda:0') (tensor(289.5326, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.564 (0.4003106287330577) | > loader_time: 0.0087 (0.004751943478918378)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.664046049118042 (2.664046049118042) | > loss_disc_real_0: 0.08068482577800751 (0.08068482577800751) | > loss_disc_real_1: 0.2983977496623993 (0.2983977496623993) | > loss_disc_real_2: 0.20492860674858093 (0.20492860674858093) | > loss_disc_real_3: 0.2701072692871094 (0.2701072692871094) | > loss_disc_real_4: 0.2708692252635956 (0.2708692252635956) | > loss_disc_real_5: 0.26254528760910034 (0.26254528760910034) | > loss_0: 2.664046049118042 (2.664046049118042) | > loss_gen: 2.1824488639831543 (2.1824488639831543) | > loss_kl: 2.1556692123413086 (2.1556692123413086) | > loss_feat: 5.481544017791748 (5.481544017791748) | > loss_mel: 16.808881759643555 (16.808881759643555) | > loss_duration: 2.977428674697876 (2.977428674697876) | > loss_1: 29.605972290039062 (29.605972290039062)  --> STEP: 1 | > loss_disc: 2.385138511657715 (2.385138511657715) | > loss_disc_real_0: 0.05928904935717583 (0.05928904935717583) | > loss_disc_real_1: 0.160920649766922 (0.160920649766922) | > loss_disc_real_2: 0.19120223820209503 (0.19120223820209503) | > loss_disc_real_3: 0.21472463011741638 (0.21472463011741638) | > loss_disc_real_4: 0.23601777851581573 (0.23601777851581573) | > loss_disc_real_5: 0.24556511640548706 (0.24556511640548706) | > loss_0: 2.385138511657715 (2.385138511657715) | > loss_gen: 1.9861345291137695 (1.9861345291137695) | > loss_kl: 3.1194276809692383 (3.1194276809692383) | > loss_feat: 5.4381632804870605 (5.4381632804870605) | > loss_mel: 18.606740951538086 (18.606740951538086) | > loss_duration: 2.4630541801452637 (2.4630541801452637) | > loss_1: 31.613521575927734 (31.613521575927734)  --> STEP: 2 | > loss_disc: 2.4854953289031982 (2.4353169202804565) | > loss_disc_real_0: 0.09262041747570038 (0.0759547334164381) | > loss_disc_real_1: 0.22185827791690826 (0.19138946384191513) | > loss_disc_real_2: 0.1543872058391571 (0.17279472202062607) | > loss_disc_real_3: 0.24086730182170868 (0.22779596596956253) | > loss_disc_real_4: 0.21547016501426697 (0.22574397176504135) | > loss_disc_real_5: 0.18132513761520386 (0.21344512701034546) | > loss_0: 2.4854953289031982 (2.4353169202804565) | > loss_gen: 1.983828067779541 (1.9849812984466553) | > loss_kl: 2.595820665359497 (2.8576241731643677) | > loss_feat: 5.876845359802246 (5.657504320144653) | > loss_mel: 19.249359130859375 (18.92805004119873) | > loss_duration: 2.503319263458252 (2.483186721801758) | > loss_1: 32.209171295166016 (31.911346435546875)  --> STEP: 3 | > loss_disc: 2.3560898303985596 (2.408907890319824) | > loss_disc_real_0: 0.08007325232028961 (0.07732757305105527) | > loss_disc_real_1: 0.13529707491397858 (0.17269200086593628) | > loss_disc_real_2: 0.12437151372432709 (0.1566536525885264) | > loss_disc_real_3: 0.24230413138866425 (0.2326320211092631) | > loss_disc_real_4: 0.1913990080356598 (0.21429565052191415) | > loss_disc_real_5: 0.21732047200202942 (0.2147369086742401) | > loss_0: 2.3560898303985596 (2.408907890319824) | > loss_gen: 1.9349454641342163 (1.9683026870091755) | > loss_kl: 2.474583864212036 (2.7299440701802573) | > loss_feat: 6.98756217956543 (6.100856939951579) | > loss_mel: 17.34776496887207 (18.401288350423176) | > loss_duration: 2.2871484756469727 (2.4178406397501626) | > loss_1: 31.032005310058594 (31.61823272705078)  --> STEP: 4 | > loss_disc: 2.397925853729248 (2.40616238117218) | > loss_disc_real_0: 0.12730908393859863 (0.08982295077294111) | > loss_disc_real_1: 0.1954641193151474 (0.17838503047823906) | > loss_disc_real_2: 0.13776955008506775 (0.15193262696266174) | > loss_disc_real_3: 0.15117044746875763 (0.21226662769913673) | > loss_disc_real_4: 0.1791619211435318 (0.20551221817731857) | > loss_disc_real_5: 0.15964561700820923 (0.2009640857577324) | > loss_0: 2.397925853729248 (2.40616238117218) | > loss_gen: 2.0369813442230225 (1.9854723513126373) | > loss_kl: 3.170558452606201 (2.840097665786743) | > loss_feat: 9.283708572387695 (6.896569848060608) | > loss_mel: 19.781665802001953 (18.74638271331787) | > loss_duration: 2.3121182918548584 (2.3914100527763367) | > loss_1: 36.58502960205078 (32.85993194580078)  --> STEP: 5 | > loss_disc: 2.4667015075683594 (2.418270206451416) | > loss_disc_real_0: 0.048849739134311676 (0.08162830844521522) | > loss_disc_real_1: 0.23759686946868896 (0.19022739827632903) | > loss_disc_real_2: 0.1838386058807373 (0.15831382274627687) | > loss_disc_real_3: 0.2710374593734741 (0.2240207940340042) | > loss_disc_real_4: 0.2224249243736267 (0.2088947594165802) | > loss_disc_real_5: 0.20558656752109528 (0.20188858211040497) | > loss_0: 2.4667015075683594 (2.418270206451416) | > loss_gen: 2.054337978363037 (1.9992454767227172) | > loss_kl: 1.7338438034057617 (2.618846893310547) | > loss_feat: 6.44139289855957 (6.8055344581604) | > loss_mel: 19.44628143310547 (18.88636245727539) | > loss_duration: 2.3448123931884766 (2.382090520858765) | > loss_1: 32.020668029785156 (32.69207916259766)  --> STEP: 6 | > loss_disc: 2.630450487136841 (2.4536335865656533) | > loss_disc_real_0: 0.05706194043159485 (0.0775339137762785) | > loss_disc_real_1: 0.2748406231403351 (0.20432960242033005) | > loss_disc_real_2: 0.11847630888223648 (0.15167423710227013) | > loss_disc_real_3: 0.27778199315071106 (0.2329809938867887) | > loss_disc_real_4: 0.18853242695331573 (0.20550103733936945) | > loss_disc_real_5: 0.2575031518936157 (0.21115767707427344) | > loss_0: 2.630450487136841 (2.4536335865656533) | > loss_gen: 2.078441619873047 (2.0124448339144387) | > loss_kl: 2.819462776184082 (2.6522828737894693) | > loss_feat: 6.958168983459473 (6.830973545710246) | > loss_mel: 18.433561325073242 (18.810895601908367) | > loss_duration: 2.1447508335113525 (2.342533906300863) | > loss_1: 32.43438720703125 (32.649130503336586)  --> STEP: 7 | > loss_disc: 2.5726070404052734 (2.470629794257028) | > loss_disc_real_0: 0.03530080243945122 (0.07150061215673174) | > loss_disc_real_1: 0.29109060764312744 (0.21672403173787252) | > loss_disc_real_2: 0.16158826649188995 (0.15309052701507295) | > loss_disc_real_3: 0.17051956057548523 (0.2240579319851739) | > loss_disc_real_4: 0.20449310541152954 (0.20535704706396377) | > loss_disc_real_5: 0.22003711760044098 (0.21242616857801164) | > loss_0: 2.5726070404052734 (2.470629794257028) | > loss_gen: 1.9103763103485107 (1.9978636162621635) | > loss_kl: 3.981149911880493 (2.842121022088187) | > loss_feat: 6.124868869781494 (6.730101449148996) | > loss_mel: 20.04227638244629 (18.986807141985214) | > loss_duration: 2.5395169258117676 (2.370674337659563) | > loss_1: 34.59819030761719 (32.927567618233816)  --> STEP: 8 | > loss_disc: 2.4113078117370605 (2.463214546442032) | > loss_disc_real_0: 0.1377118080854416 (0.07977701164782047) | > loss_disc_real_1: 0.19116054475307465 (0.2135285958647728) | > loss_disc_real_2: 0.15524184703826904 (0.15335944201797247) | > loss_disc_real_3: 0.22169598937034607 (0.22376268915832043) | > loss_disc_real_4: 0.1799459010362625 (0.2021806538105011) | > loss_disc_real_5: 0.2141771763563156 (0.21264504455029964) | > loss_0: 2.4113078117370605 (2.463214546442032) | > loss_gen: 2.1214773654937744 (2.013315334916115) | > loss_kl: 2.5685064792633057 (2.807919204235077) | > loss_feat: 8.014671325683594 (6.89067268371582) | > loss_mel: 19.931039810180664 (19.104836225509644) | > loss_duration: 2.2171225547790527 (2.3514803647994995) | > loss_1: 34.85281753540039 (33.16822385787964)  --> STEP: 9 | > loss_disc: 2.4843504428863525 (2.4655629793802896) | > loss_disc_real_0: 0.08262940496206284 (0.08009394423829184) | > loss_disc_real_1: 0.21781043708324432 (0.21400435600015852) | > loss_disc_real_2: 0.20001424849033356 (0.15854330940379036) | > loss_disc_real_3: 0.26859399676322937 (0.22874394555886587) | > loss_disc_real_4: 0.21539996564388275 (0.2036494662364324) | > loss_disc_real_5: 0.23408623039722443 (0.21502739853329128) | > loss_0: 2.4843504428863525 (2.4655629793802896) | > loss_gen: 2.0803544521331787 (2.020764125718011) | > loss_kl: 2.687915563583374 (2.7945854663848877) | > loss_feat: 6.4041571617126465 (6.836615403493245) | > loss_mel: 19.740882873535156 (19.175508075290256) | > loss_duration: 2.1644856929779053 (2.3307031790415444) | > loss_1: 33.07779312133789 (33.158175998263886)  --> STEP: 10 | > loss_disc: 2.3034613132476807 (2.449352812767029) | > loss_disc_real_0: 0.08218559622764587 (0.08030310943722725) | > loss_disc_real_1: 0.19350303709506989 (0.21195422410964965) | > loss_disc_real_2: 0.16979382932186127 (0.15966836139559745) | > loss_disc_real_3: 0.2946956157684326 (0.23533911257982254) | > loss_disc_real_4: 0.22591647505760193 (0.20587616711854934) | > loss_disc_real_5: 0.20473401248455048 (0.2139980599284172) | > loss_0: 2.3034613132476807 (2.449352812767029) | > loss_gen: 2.348827362060547 (2.0535704493522644) | > loss_kl: 2.2065422534942627 (2.7357811450958254) | > loss_feat: 8.28125 (6.981078863143921) | > loss_mel: 18.6528263092041 (19.12323989868164) | > loss_duration: 2.3151121139526367 (2.329144072532654) | > loss_1: 33.80455780029297 (33.2228141784668)  --> STEP: 11 | > loss_disc: 2.2387466430664062 (2.4302067973396997) | > loss_disc_real_0: 0.032462410628795624 (0.0759539550000971) | > loss_disc_real_1: 0.21633365750312805 (0.2123523544181477) | > loss_disc_real_2: 0.12574370205402374 (0.1565843014554544) | > loss_disc_real_3: 0.1659989207983017 (0.22903545878150247) | > loss_disc_real_4: 0.18231695890426636 (0.20373442091725089) | > loss_disc_real_5: 0.19216138124465942 (0.21201290732080286) | > loss_0: 2.2387466430664062 (2.4302067973396997) | > loss_gen: 2.057955741882324 (2.0539691123095425) | > loss_kl: 2.920621633529663 (2.7525848258625376) | > loss_feat: 8.281317710876465 (7.099282394755971) | > loss_mel: 19.60735511779785 (19.16725037314675) | > loss_duration: 2.4608962535858154 (2.341121543537487) | > loss_1: 35.328147888183594 (33.414208152077414)  --> STEP: 12 | > loss_disc: 2.3192057609558105 (2.4209567109743757) | > loss_disc_real_0: 0.053473860025405884 (0.07408061375220616) | > loss_disc_real_1: 0.24608613550662994 (0.21516350284218788) | > loss_disc_real_2: 0.12012007087469101 (0.15354561557372412) | > loss_disc_real_3: 0.23459336161613464 (0.22949861735105515) | > loss_disc_real_4: 0.15501420199871063 (0.19967440267403921) | > loss_disc_real_5: 0.1667937934398651 (0.20824464783072472) | > loss_0: 2.3192057609558105 (2.4209567109743757) | > loss_gen: 2.1166024208068848 (2.059188554684321) | > loss_kl: 2.5413293838500977 (2.7349802056948342) | > loss_feat: 6.8536505699157715 (7.078813076019287) | > loss_mel: 19.11668586730957 (19.163036664326984) | > loss_duration: 2.195803642272949 (2.3290117184321084) | > loss_1: 32.82406997680664 (33.36502997080485)  --> STEP: 13 | > loss_disc: 2.427781105041504 (2.421481664364155) | > loss_disc_real_0: 0.1020931601524353 (0.07623542501376225) | > loss_disc_real_1: 0.3030904531478882 (0.22192711440416482) | > loss_disc_real_2: 0.17411105334758759 (0.15512757232555976) | > loss_disc_real_3: 0.24915292859077454 (0.23101048744641817) | > loss_disc_real_4: 0.21443235874176025 (0.2008096300638639) | > loss_disc_real_5: 0.18687738478183746 (0.20660101221157953) | > loss_0: 2.427781105041504 (2.421481664364155) | > loss_gen: 2.156006336212158 (2.0666360763403087) | > loss_kl: 2.2727458477020264 (2.6994237166184645) | > loss_feat: 6.0360565185546875 (6.998601033137395) | > loss_mel: 17.21202850341797 (19.01295911348783) | > loss_duration: 2.1649537086486816 (2.316391871525691) | > loss_1: 29.8417911529541 (33.09401160020094)  --> STEP: 14 | > loss_disc: 2.5360636711120605 (2.4296660934175764) | > loss_disc_real_0: 0.17233243584632874 (0.08309949721608843) | > loss_disc_real_1: 0.2972736358642578 (0.22730900879417146) | > loss_disc_real_2: 0.17348535358905792 (0.15643884241580963) | > loss_disc_real_3: 0.19879984855651855 (0.22870972752571106) | > loss_disc_real_4: 0.19963441789150238 (0.20072568633726665) | > loss_disc_real_5: 0.19226790964603424 (0.20557721917118346) | > loss_0: 2.5360636711120605 (2.4296660934175764) | > loss_gen: 2.127572774887085 (2.0709886976650784) | > loss_kl: 2.5199077129364014 (2.6866011449268887) | > loss_feat: 6.6047682762146 (6.970470121928623) | > loss_mel: 18.726463317871094 (18.992495128086635) | > loss_duration: 2.3640637397766113 (2.319797004972185) | > loss_1: 32.342777252197266 (33.04035200391497)  --> STEP: 15 | > loss_disc: 2.4871461391448975 (2.4334980964660646) | > loss_disc_real_0: 0.09008084237575531 (0.08356492022673288) | > loss_disc_real_1: 0.2839006781578064 (0.23108178675174712) | > loss_disc_real_2: 0.138829305768013 (0.15526487330595654) | > loss_disc_real_3: 0.19380417466163635 (0.22638269066810607) | > loss_disc_real_4: 0.16122709214687347 (0.19809244672457377) | > loss_disc_real_5: 0.21122074127197266 (0.20595345397790274) | > loss_0: 2.4871461391448975 (2.4334980964660646) | > loss_gen: 1.9980112314224243 (2.066123533248901) | > loss_kl: 3.400277853012085 (2.7341795921325684) | > loss_feat: 6.516292095184326 (6.940191586812337) | > loss_mel: 19.653932571411133 (19.0365909576416) | > loss_duration: 2.3035495281219482 (2.318713839848836) | > loss_1: 33.87206268310547 (33.095799382527666)  --> STEP: 16 | > loss_disc: 2.4985289573669434 (2.4375625252723694) | > loss_disc_real_0: 0.07115167379379272 (0.08278909232467413) | > loss_disc_real_1: 0.16834720969200134 (0.22716087568551302) | > loss_disc_real_2: 0.13079789280891418 (0.15373568702489138) | > loss_disc_real_3: 0.254138320684433 (0.2281174175441265) | > loss_disc_real_4: 0.2040586620569229 (0.1984653351828456) | > loss_disc_real_5: 0.2248626947402954 (0.20713528152555227) | > loss_0: 2.4985289573669434 (2.4375625252723694) | > loss_gen: 1.8957074880599976 (2.055472530424595) | > loss_kl: 2.589954137802124 (2.7251655012369156) | > loss_feat: 7.336119174957275 (6.964937061071396) | > loss_mel: 16.723438262939453 (18.892018914222717) | > loss_duration: 2.358093023300171 (2.3211750388145447) | > loss_1: 30.90331268310547 (32.95876896381378)  --> STEP: 17 | > loss_disc: 2.187943935394287 (2.4228790788089527) | > loss_disc_real_0: 0.07092684507369995 (0.08209131307461683) | > loss_disc_real_1: 0.1629096120595932 (0.22338138958987067) | > loss_disc_real_2: 0.13713128864765167 (0.15275895770858317) | > loss_disc_real_3: 0.2754218876361847 (0.23090003343189464) | > loss_disc_real_4: 0.1908363550901413 (0.19801657164798064) | > loss_disc_real_5: 0.20920786261558533 (0.2072571980602601) | > loss_0: 2.187943935394287 (2.4228790788089527) | > loss_gen: 2.3929266929626465 (2.0753227752797745) | > loss_kl: 1.905992031097412 (2.676978826522827) | > loss_feat: 8.338767051696777 (7.045750589931712) | > loss_mel: 19.88201332092285 (18.950253879322727) | > loss_duration: 2.395659923553467 (2.3255565026227165) | > loss_1: 34.91535949707031 (33.07386252459358)  --> STEP: 18 | > loss_disc: 2.406891107559204 (2.4219908581839666) | > loss_disc_real_0: 0.09411602467298508 (0.08275935260785951) | > loss_disc_real_1: 0.16665102541446686 (0.22022970269123712) | > loss_disc_real_2: 0.1491386741399765 (0.15255783084366056) | > loss_disc_real_3: 0.22214296460151672 (0.23041352960798475) | > loss_disc_real_4: 0.23164905607700348 (0.19988504300514856) | > loss_disc_real_5: 0.2923011779785156 (0.2119818636112743) | > loss_0: 2.406891107559204 (2.4219908581839666) | > loss_gen: 2.193920612335205 (2.081911544005076) | > loss_kl: 2.7584943771362305 (2.6815074682235718) | > loss_feat: 8.289274215698242 (7.1148352358076306) | > loss_mel: 19.51947593688965 (18.981877326965332) | > loss_duration: 2.297488212585449 (2.323997153176202) | > loss_1: 35.05865478515625 (33.184128761291504)  --> STEP: 19 | > loss_disc: 2.6377010345458984 (2.4333440253609107) | > loss_disc_real_0: 0.08859924972057343 (0.08306671561379182) | > loss_disc_real_1: 0.24508295953273773 (0.2215377688407898) | > loss_disc_real_2: 0.16686934232711792 (0.1533110682901583) | > loss_disc_real_3: 0.18826323747634888 (0.22819509318000392) | > loss_disc_real_4: 0.19700045883655548 (0.19973322278574893) | > loss_disc_real_5: 0.2175789475440979 (0.21227644697615974) | > loss_0: 2.6377010345458984 (2.4333440253609107) | > loss_gen: 1.7602932453155518 (2.06498426512668) | > loss_kl: 2.2290098667144775 (2.6576918049862512) | > loss_feat: 6.443227767944336 (7.079487474341142) | > loss_mel: 14.536989212036133 (18.747935847232217) | > loss_duration: 2.3118064403533936 (2.3233555367118432) | > loss_1: 27.281326293945312 (32.87345494722065)  --> STEP: 20 | > loss_disc: 2.4977662563323975 (2.436565136909485) | > loss_disc_real_0: 0.15705221891403198 (0.08676599077880383) | > loss_disc_real_1: 0.29343876242637634 (0.2251328185200691) | > loss_disc_real_2: 0.16865409910678864 (0.15407821983098982) | > loss_disc_real_3: 0.1618819236755371 (0.22487943470478058) | > loss_disc_real_4: 0.17778494954109192 (0.19863580912351608) | > loss_disc_real_5: 0.21106116473674774 (0.21221568286418915) | > loss_0: 2.4977662563323975 (2.436565136909485) | > loss_gen: 2.166245222091675 (2.0700473129749297) | > loss_kl: 2.0798025131225586 (2.6287973403930667) | > loss_feat: 8.247036933898926 (7.137864947319031) | > loss_mel: 19.692785263061523 (18.79517831802368) | > loss_duration: 2.3010683059692383 (2.322241175174713) | > loss_1: 34.4869384765625 (32.95412912368774)  --> STEP: 21 | > loss_disc: 2.6272695064544678 (2.445646297364008) | > loss_disc_real_0: 0.08880988508462906 (0.08686331907908122) | > loss_disc_real_1: 0.1802666336297989 (0.22299633352529435) | > loss_disc_real_2: 0.19173181056976318 (0.15587124796140758) | > loss_disc_real_3: 0.24061809480190277 (0.22562889470940545) | > loss_disc_real_4: 0.22307780385017395 (0.19979971363430932) | > loss_disc_real_5: 0.24499347805976868 (0.21377653025445484) | > loss_0: 2.6272695064544678 (2.445646297364008) | > loss_gen: 1.820080041885376 (2.058144109589713) | > loss_kl: 1.9935636520385742 (2.598548117138091) | > loss_feat: 5.905925750732422 (7.079201176053002) | > loss_mel: 15.906228065490723 (18.657609258379257) | > loss_duration: 2.2007927894592285 (2.316457918712071) | > loss_1: 27.826589584350586 (32.7099605741955)  --> STEP: 22 | > loss_disc: 2.4882822036743164 (2.4475842931053857) | > loss_disc_real_0: 0.05955382436513901 (0.08562197841026566) | > loss_disc_real_1: 0.18902894854545593 (0.22145236148075623) | > loss_disc_real_2: 0.08749839663505554 (0.15276339108293702) | > loss_disc_real_3: 0.16523805260658264 (0.2228838564320044) | > loss_disc_real_4: 0.17853982746601105 (0.19883335517211395) | > loss_disc_real_5: 0.20566041767597198 (0.21340761604634198) | > loss_0: 2.4882822036743164 (2.4475842931053857) | > loss_gen: 1.6721903085708618 (2.040600754997947) | > loss_kl: 1.6972887516021729 (2.557581782341004) | > loss_feat: 7.16823673248291 (7.0832482467998155) | > loss_mel: 18.178176879882812 (18.63581687753851) | > loss_duration: 2.1430108547210693 (2.3085739612579346) | > loss_1: 30.858901977539062 (32.62582154707475)  --> STEP: 23 | > loss_disc: 2.4720072746276855 (2.448646161867225) | > loss_disc_real_0: 0.14052912592887878 (0.08800924569368362) | > loss_disc_real_1: 0.21665498614311218 (0.22124377994433694) | > loss_disc_real_2: 0.12336384505033493 (0.15148514995108475) | > loss_disc_real_3: 0.2989506125450134 (0.22619110669778741) | > loss_disc_real_4: 0.2122524231672287 (0.19941679291103198) | > loss_disc_real_5: 0.22757823765277863 (0.21402373002923053) | > loss_0: 2.4720072746276855 (2.448646161867225) | > loss_gen: 2.060579538345337 (2.041469397752181) | > loss_kl: 2.438455581665039 (2.5524023823116138) | > loss_feat: 4.963802814483643 (6.991098445394765) | > loss_mel: 18.281618118286133 (18.62041693148406) | > loss_duration: 2.2901740074157715 (2.307773963264797) | > loss_1: 30.034629821777344 (32.51316103727921)  --> STEP: 24 | > loss_disc: 2.4973340034484863 (2.4506748219331107) | > loss_disc_real_0: 0.07725396752357483 (0.08756110910326242) | > loss_disc_real_1: 0.2157723307609558 (0.2210158028950294) | > loss_disc_real_2: 0.1696549654006958 (0.15224222559481856) | > loss_disc_real_3: 0.14184193313121796 (0.22267655779918036) | > loss_disc_real_4: 0.16719365119934082 (0.19807416200637817) | > loss_disc_real_5: 0.19024407863616943 (0.2130329112211863) | > loss_0: 2.4973340034484863 (2.4506748219331107) | > loss_gen: 1.8416876792907715 (2.0331451594829555) | > loss_kl: 2.3278989791870117 (2.5430480738480887) | > loss_feat: 6.187036991119385 (6.957595884799957) | > loss_mel: 17.13759422302246 (18.558632651964825) | > loss_duration: 2.3878800868988037 (2.311111718416214) | > loss_1: 29.882099151611328 (32.40353345870972)  --> STEP: 25 | > loss_disc: 2.60581111907959 (2.4568802738189697) | > loss_disc_real_0: 0.08761478960514069 (0.08756325632333756) | > loss_disc_real_1: 0.21106047928333282 (0.22061758995056152) | > loss_disc_real_2: 0.15711024403572083 (0.15243694633245464) | > loss_disc_real_3: 0.2712229788303375 (0.22461841464042664) | > loss_disc_real_4: 0.24757727980613708 (0.20005428671836853) | > loss_disc_real_5: 0.2670288681983948 (0.21519274950027467) | > loss_0: 2.60581111907959 (2.4568802738189697) | > loss_gen: 1.9246575832366943 (2.028805656433105) | > loss_kl: 2.7840774059295654 (2.552689247131348) | > loss_feat: 4.031253337860107 (6.840542182922364) | > loss_mel: 17.209104537963867 (18.504651527404786) | > loss_duration: 2.3334150314331055 (2.3120038509368896) | > loss_1: 28.282508850097656 (32.23869247436524)  --> STEP: 26 | > loss_disc: 2.313013792037964 (2.4513469475966234) | > loss_disc_real_0: 0.10514826327562332 (0.08823960274457932) | > loss_disc_real_1: 0.23437540233135223 (0.22114673658059195) | > loss_disc_real_2: 0.14466921985149384 (0.15213818762164846) | > loss_disc_real_3: 0.053082168102264404 (0.21802086669665116) | > loss_disc_real_4: 0.07733747363090515 (0.19533440929192764) | > loss_disc_real_5: 0.07977917045354843 (0.20998453492155442) | > loss_0: 2.313013792037964 (2.4513469475966234) | > loss_gen: 1.9198501110076904 (2.0246150585321274) | > loss_kl: 2.2156858444213867 (2.539727577796349) | > loss_feat: 14.213044166564941 (7.124099951524001) | > loss_mel: 22.51841926574707 (18.65902720964872) | > loss_duration: 2.267125368118286 (2.3102777554438663) | > loss_1: 43.134124755859375 (32.65774756211501) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025091079565194943 (+0.00019633769989013715) | > avg_loss_disc: 2.4513469475966234 (+0.017160021341765308) | > avg_loss_disc_real_0: 0.08823960274457932 (-0.06947079788033778) | > avg_loss_disc_real_1: 0.22114673658059195 (-0.0072803508776884684) | > avg_loss_disc_real_2: 0.15213818762164846 (-0.06267272738310009) | > avg_loss_disc_real_3: 0.21802086669665116 (-0.020280357163686036) | > avg_loss_disc_real_4: 0.19533440929192764 (-0.0852869932468121) | > avg_loss_disc_real_5: 0.20998453492155442 (-0.027983505278825788) | > avg_loss_0: 2.4513469475966234 (+0.017160021341765308) | > avg_loss_gen: 2.0246150585321274 (-0.4371302861433768) | > avg_loss_kl: 2.539727577796349 (-0.017875139529888617) | > avg_loss_feat: 7.124099951524001 (+0.33398495270655726) | > avg_loss_mel: 18.65902720964872 (+0.48557453889113233) | > avg_loss_duration: 2.3102777554438663 (+0.013962681476885841) | > avg_loss_1: 32.65774756211501 (+0.3785170041597823)  > EPOCH: 318/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 04:57:59)   --> TIME: 2024-06-11 04:58:03 -- STEP: 9/330 -- GLOBAL_STEP: 192950 | > loss_disc: 2.245171546936035 (2.3271046214633517) | > loss_disc_real_0: 0.10439042747020721 (0.11120857795079549) | > loss_disc_real_1: 0.20022346079349518 (0.19976054463121626) | > loss_disc_real_2: 0.2180895209312439 (0.21343745622369978) | > loss_disc_real_3: 0.2318812757730484 (0.21640971965259975) | > loss_disc_real_4: 0.23994377255439758 (0.2183358156018787) | > loss_disc_real_5: 0.2308633178472519 (0.22110889520910051) | > loss_0: 2.245171546936035 (2.3271046214633517) | > grad_norm_0: tensor(6.6508, device='cuda:0') (tensor(11.2864, device='cuda:0')) | > loss_gen: 2.6300466060638428 (2.510123756196764) | > loss_kl: 1.631450891494751 (1.7885565890206232) | > loss_feat: 7.188492774963379 (6.936296568976508) | > loss_mel: 19.3057918548584 (19.03383509318034) | > loss_duration: 2.1383509635925293 (2.201474984486898) | > loss_1: 32.894134521484375 (32.4702877468533) | > grad_norm_1: tensor(147.0562, device='cuda:0') (tensor(133.6226, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3443 (0.34881549411349827) | > loader_time: 0.0028 (0.003173669179280599)  --> TIME: 2024-06-11 04:58:12 -- STEP: 34/330 -- GLOBAL_STEP: 192975 | > loss_disc: 2.2689120769500732 (2.3178229963078216) | > loss_disc_real_0: 0.11640087515115738 (0.11006626793566872) | > loss_disc_real_1: 0.23519586026668549 (0.19880871693877614) | > loss_disc_real_2: 0.19628986716270447 (0.21375144711312125) | > loss_disc_real_3: 0.20942078530788422 (0.22644309918670094) | > loss_disc_real_4: 0.1739664375782013 (0.2237436609233127) | > loss_disc_real_5: 0.1657494604587555 (0.21376214965301402) | > loss_0: 2.2689120769500732 (2.3178229963078216) | > grad_norm_0: tensor(11.5585, device='cuda:0') (tensor(11.1529, device='cuda:0')) | > loss_gen: 2.551211357116699 (2.5345828392926384) | > loss_kl: 1.9130600690841675 (1.8466183438020594) | > loss_feat: 7.726680755615234 (7.175551176071167) | > loss_mel: 18.843637466430664 (18.652583290548886) | > loss_duration: 2.075826406478882 (2.0796373416395757) | > loss_1: 33.110416412353516 (32.28897347169763) | > grad_norm_1: tensor(159.6892, device='cuda:0') (tensor(140.7925, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3612 (0.3515346681370455) | > loader_time: 0.0032 (0.0031165305305929747)  --> TIME: 2024-06-11 04:58:21 -- STEP: 59/330 -- GLOBAL_STEP: 193000 | > loss_disc: 2.2606759071350098 (2.334885896262476) | > loss_disc_real_0: 0.11490818858146667 (0.11561590369980214) | > loss_disc_real_1: 0.17079679667949677 (0.2014131174754288) | > loss_disc_real_2: 0.2144201695919037 (0.2132127984600552) | > loss_disc_real_3: 0.21388225257396698 (0.22616966422331536) | > loss_disc_real_4: 0.22794578969478607 (0.2250883180206105) | > loss_disc_real_5: 0.24697323143482208 (0.21534156572010557) | > loss_0: 2.2606759071350098 (2.334885896262476) | > grad_norm_0: tensor(18.2344, device='cuda:0') (tensor(10.8049, device='cuda:0')) | > loss_gen: 2.5706615447998047 (2.51619934227507) | > loss_kl: 1.8643163442611694 (1.8376596984216722) | > loss_feat: 7.527932167053223 (7.146026021343166) | > loss_mel: 18.524898529052734 (18.613416995032356) | > loss_duration: 1.9877650737762451 (2.051443390927073) | > loss_1: 32.4755744934082 (32.16474588038557) | > grad_norm_1: tensor(110.8998, device='cuda:0') (tensor(118.7085, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.36 (0.35730162717528263) | > loader_time: 0.0036 (0.0033176026101839743) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_193000.pth  --> TIME: 2024-06-11 04:58:36 -- STEP: 84/330 -- GLOBAL_STEP: 193025 | > loss_disc: 2.314342975616455 (2.324582497278849) | > loss_disc_real_0: 0.12534558773040771 (0.11382394479144187) | > loss_disc_real_1: 0.19266153872013092 (0.20039125017466994) | > loss_disc_real_2: 0.20590370893478394 (0.21315251698806173) | > loss_disc_real_3: 0.22206316888332367 (0.2254146859049797) | > loss_disc_real_4: 0.21906830370426178 (0.22419397674855732) | > loss_disc_real_5: 0.19342146813869476 (0.21459992336375372) | > loss_0: 2.314342975616455 (2.324582497278849) | > grad_norm_0: tensor(3.5054, device='cuda:0') (tensor(10.9090, device='cuda:0')) | > loss_gen: 2.473350763320923 (2.528504570325216) | > loss_kl: 1.8623827695846558 (1.851654135045551) | > loss_feat: 7.577507495880127 (7.258744177364168) | > loss_mel: 18.952651977539062 (18.584549654097778) | > loss_duration: 2.1190547943115234 (2.040378069593794) | > loss_1: 32.984947204589844 (32.263830888839) | > grad_norm_1: tensor(57.1341, device='cuda:0') (tensor(119.0104, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3602 (0.36213705085572745) | > loader_time: 0.0039 (0.003515913372948056)  --> TIME: 2024-06-11 04:58:45 -- STEP: 109/330 -- GLOBAL_STEP: 193050 | > loss_disc: 2.3178422451019287 (2.3179612465954693) | > loss_disc_real_0: 0.09426431357860565 (0.11344179401703931) | > loss_disc_real_1: 0.2006186693906784 (0.1991472689930452) | > loss_disc_real_2: 0.21718250215053558 (0.21225019783601848) | > loss_disc_real_3: 0.26421523094177246 (0.22549369671475997) | > loss_disc_real_4: 0.2406301647424698 (0.22450076166642915) | > loss_disc_real_5: 0.22008252143859863 (0.21446014680993666) | > loss_0: 2.3178422451019287 (2.3179612465954693) | > grad_norm_0: tensor(13.2388, device='cuda:0') (tensor(11.5469, device='cuda:0')) | > loss_gen: 2.6608707904815674 (2.5324174789113725) | > loss_kl: 1.9559822082519531 (1.8507560207209457) | > loss_feat: 7.165411472320557 (7.26416410218685) | > loss_mel: 19.008798599243164 (18.5216022631444) | > loss_duration: 1.980461597442627 (2.039637861995522) | > loss_1: 32.77152633666992 (32.20857793475509) | > grad_norm_1: tensor(288.7031, device='cuda:0') (tensor(140.5533, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3516 (0.3621298698110318) | > loader_time: 0.0038 (0.0036371454186395766)  --> TIME: 2024-06-11 04:58:55 -- STEP: 134/330 -- GLOBAL_STEP: 193075 | > loss_disc: 2.2859761714935303 (2.3240856430423786) | > loss_disc_real_0: 0.1321202516555786 (0.11421232970792855) | > loss_disc_real_1: 0.19539542496204376 (0.19884352563922084) | > loss_disc_real_2: 0.21970942616462708 (0.21325166145367408) | > loss_disc_real_3: 0.20692944526672363 (0.22589315729799556) | > loss_disc_real_4: 0.2111668586730957 (0.22458492664258872) | > loss_disc_real_5: 0.18565645813941956 (0.21472314367098594) | > loss_0: 2.2859761714935303 (2.3240856430423786) | > grad_norm_0: tensor(18.2587, device='cuda:0') (tensor(12.4356, device='cuda:0')) | > loss_gen: 2.620006561279297 (2.52456328584187) | > loss_kl: 1.7998706102371216 (1.8524966222136767) | > loss_feat: 8.031923294067383 (7.238635205510837) | > loss_mel: 19.294559478759766 (18.50580060304101) | > loss_duration: 2.0420355796813965 (2.0414882604755564) | > loss_1: 33.788394927978516 (32.1629841363252) | > grad_norm_1: tensor(249.4852, device='cuda:0') (tensor(152.7031, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3518 (0.3623764870771721) | > loader_time: 0.0044 (0.003723877579418581)  --> TIME: 2024-06-11 04:59:04 -- STEP: 159/330 -- GLOBAL_STEP: 193100 | > loss_disc: 2.4129719734191895 (2.3261008172664996) | > loss_disc_real_0: 0.15583759546279907 (0.11394770644933173) | > loss_disc_real_1: 0.22228287160396576 (0.1986883760623212) | > loss_disc_real_2: 0.24650348722934723 (0.2136355442633419) | > loss_disc_real_3: 0.2211594432592392 (0.22668728925896892) | > loss_disc_real_4: 0.23483781516551971 (0.22614150245984396) | > loss_disc_real_5: 0.21511423587799072 (0.21566337984313005) | > loss_0: 2.4129719734191895 (2.3261008172664996) | > grad_norm_0: tensor(39.1409, device='cuda:0') (tensor(13.8386, device='cuda:0')) | > loss_gen: 2.476353883743286 (2.5239992216698024) | > loss_kl: 1.8351008892059326 (1.8572296443975196) | > loss_feat: 7.427578449249268 (7.243311549132725) | > loss_mel: 18.051807403564453 (18.491144564166756) | > loss_duration: 2.034797191619873 (2.04296434375475) | > loss_1: 31.825639724731445 (32.15864942058826) | > grad_norm_1: tensor(358.8097, device='cuda:0') (tensor(167.4856, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3977 (0.36508797549601624) | > loader_time: 0.0045 (0.0038505380258620162)  --> TIME: 2024-06-11 04:59:14 -- STEP: 184/330 -- GLOBAL_STEP: 193125 | > loss_disc: 2.3731436729431152 (2.3224492811638378) | > loss_disc_real_0: 0.08174869418144226 (0.11390282335164754) | > loss_disc_real_1: 0.20269498229026794 (0.19810979351725266) | > loss_disc_real_2: 0.19016161561012268 (0.21331371423666892) | > loss_disc_real_3: 0.2276390939950943 (0.2261890779532816) | > loss_disc_real_4: 0.22335109114646912 (0.22521937095924563) | > loss_disc_real_5: 0.22143009305000305 (0.21530157789264037) | > loss_0: 2.3731436729431152 (2.3224492811638378) | > grad_norm_0: tensor(7.8426, device='cuda:0') (tensor(15.5376, device='cuda:0')) | > loss_gen: 2.4355905055999756 (2.5251387357711805) | > loss_kl: 1.8373571634292603 (1.8627275306245554) | > loss_feat: 7.3460693359375 (7.260649821032649) | > loss_mel: 18.575347900390625 (18.443155578945003) | > loss_duration: 2.080521821975708 (2.0486098689877466) | > loss_1: 32.27488708496094 (32.14028166688007) | > grad_norm_1: tensor(119.4002, device='cuda:0') (tensor(188.1879, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.3844 (0.367755659248518) | > loader_time: 0.0042 (0.00395282584687938)  --> TIME: 2024-06-11 04:59:24 -- STEP: 209/330 -- GLOBAL_STEP: 193150 | > loss_disc: 2.193892002105713 (2.3204737017599597) | > loss_disc_real_0: 0.09055383503437042 (0.11359970214549434) | > loss_disc_real_1: 0.20826496183872223 (0.19845660736686305) | > loss_disc_real_2: 0.19888770580291748 (0.21327636365970357) | > loss_disc_real_3: 0.18887244164943695 (0.2259793207405857) | > loss_disc_real_4: 0.19999100267887115 (0.22479298889066615) | > loss_disc_real_5: 0.18226677179336548 (0.21546256634892458) | > loss_0: 2.193892002105713 (2.3204737017599597) | > grad_norm_0: tensor(19.9932, device='cuda:0') (tensor(17.4235, device='cuda:0')) | > loss_gen: 2.809147834777832 (2.533899054002535) | > loss_kl: 1.8247443437576294 (1.864616069497104) | > loss_feat: 7.422155380249023 (7.298657063662151) | > loss_mel: 17.62285804748535 (18.41238180644205) | > loss_duration: 2.1221890449523926 (2.0554635279486617) | > loss_1: 31.80109405517578 (32.16501764361368) | > grad_norm_1: tensor(405.0496, device='cuda:0') (tensor(207.8034, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.4084 (0.37159438566728076) | > loader_time: 0.0052 (0.004104364431645884)  --> TIME: 2024-06-11 04:59:35 -- STEP: 234/330 -- GLOBAL_STEP: 193175 | > loss_disc: 2.46616792678833 (2.32304478608645) | > loss_disc_real_0: 0.1935732215642929 (0.11384604088006875) | > loss_disc_real_1: 0.1941990703344345 (0.19833570444940501) | > loss_disc_real_2: 0.2309611588716507 (0.2140944362578229) | > loss_disc_real_3: 0.22030538320541382 (0.22621590472184694) | > loss_disc_real_4: 0.22713938355445862 (0.22495343084009284) | > loss_disc_real_5: 0.22639194130897522 (0.21582803098309752) | > loss_0: 2.46616792678833 (2.32304478608645) | > grad_norm_0: tensor(37.8469, device='cuda:0') (tensor(20.1152, device='cuda:0')) | > loss_gen: 2.495633125305176 (2.538503990214096) | > loss_kl: 1.845110535621643 (1.8664214086328816) | > loss_feat: 6.441909313201904 (7.297602696296496) | > loss_mel: 17.37744903564453 (18.38609781020728) | > loss_duration: 2.13405179977417 (2.063205016474438) | > loss_1: 30.29415512084961 (32.151831023713484) | > grad_norm_1: tensor(146.8446, device='cuda:0') (tensor(227.2614, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.4173 (0.37591684475923204) | > loader_time: 0.0051 (0.004244425357916422)  --> TIME: 2024-06-11 04:59:46 -- STEP: 259/330 -- GLOBAL_STEP: 193200 | > loss_disc: 2.339341163635254 (2.324399530197203) | > loss_disc_real_0: 0.07983432710170746 (0.11420487623992574) | > loss_disc_real_1: 0.1994486302137375 (0.19859614945286488) | > loss_disc_real_2: 0.20754340291023254 (0.21437643382079813) | > loss_disc_real_3: 0.2385372370481491 (0.22649141668582976) | > loss_disc_real_4: 0.22241690754890442 (0.2245949857713633) | > loss_disc_real_5: 0.22452929615974426 (0.21569915501307335) | > loss_0: 2.339341163635254 (2.324399530197203) | > grad_norm_0: tensor(31.6364, device='cuda:0') (tensor(21.7018, device='cuda:0')) | > loss_gen: 2.417024612426758 (2.5361619925406917) | > loss_kl: 1.8422480821609497 (1.865923447038216) | > loss_feat: 6.764672756195068 (7.307733428984535) | > loss_mel: 18.309202194213867 (18.355461628740827) | > loss_duration: 2.160099506378174 (2.0706021072321414) | > loss_1: 31.49324607849121 (32.13588266114933) | > grad_norm_1: tensor(388.8284, device='cuda:0') (tensor(242.1069, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.4181 (0.38075201115552987) | > loader_time: 0.0057 (0.004395027418394351)  --> TIME: 2024-06-11 04:59:57 -- STEP: 284/330 -- GLOBAL_STEP: 193225 | > loss_disc: 2.2829151153564453 (2.3250680935214945) | > loss_disc_real_0: 0.10169725120067596 (0.11427152699882716) | > loss_disc_real_1: 0.19948714971542358 (0.1989814205698564) | > loss_disc_real_2: 0.18100418150424957 (0.21419586435380117) | > loss_disc_real_3: 0.2518523335456848 (0.22704220038484518) | > loss_disc_real_4: 0.21841897070407867 (0.22456137783510585) | > loss_disc_real_5: 0.2187790870666504 (0.21582281715433363) | > loss_0: 2.2829151153564453 (2.3250680935214945) | > grad_norm_0: tensor(42.5455, device='cuda:0') (tensor(22.8728, device='cuda:0')) | > loss_gen: 2.6115050315856934 (2.5366886266520328) | > loss_kl: 1.8868438005447388 (1.8651091133204984) | > loss_feat: 7.558435916900635 (7.3224473771914615) | > loss_mel: 17.861541748046875 (18.309447698190183) | > loss_duration: 2.164353370666504 (2.079262485386619) | > loss_1: 32.082679748535156 (32.11295532172837) | > grad_norm_1: tensor(600.4841, device='cuda:0') (tensor(258.4888, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.446 (0.3865395985858542) | > loader_time: 0.0069 (0.004562537435074932)  --> TIME: 2024-06-11 05:00:10 -- STEP: 309/330 -- GLOBAL_STEP: 193250 | > loss_disc: 2.304637908935547 (2.3249774573304505) | > loss_disc_real_0: 0.1393052637577057 (0.11513094220635961) | > loss_disc_real_1: 0.2177768051624298 (0.19937896699581337) | > loss_disc_real_2: 0.1843782514333725 (0.2138179232966167) | > loss_disc_real_3: 0.2471666932106018 (0.22683944449455606) | > loss_disc_real_4: 0.2241653949022293 (0.22413924341255792) | > loss_disc_real_5: 0.21988548338413239 (0.2156049020853629) | > loss_0: 2.304637908935547 (2.3249774573304505) | > grad_norm_0: tensor(13.2358, device='cuda:0') (tensor(24.6177, device='cuda:0')) | > loss_gen: 2.829756498336792 (2.5428167670290063) | > loss_kl: 1.9253731966018677 (1.8669698134209345) | > loss_feat: 7.043727874755859 (7.354054424755009) | > loss_mel: 17.865943908691406 (18.267273189952075) | > loss_duration: 2.262214183807373 (2.0904647628852073) | > loss_1: 31.92701530456543 (32.121578951098044) | > grad_norm_1: tensor(615.3647, device='cuda:0') (tensor(274.6220, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.4988 (0.394526372063893) | > loader_time: 0.0076 (0.00475892742860665)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.482487440109253 (2.482487440109253) | > loss_disc_real_0: 0.09338061511516571 (0.09338061511516571) | > loss_disc_real_1: 0.25650641322135925 (0.25650641322135925) | > loss_disc_real_2: 0.23363995552062988 (0.23363995552062988) | > loss_disc_real_3: 0.29536283016204834 (0.29536283016204834) | > loss_disc_real_4: 0.2589266896247864 (0.2589266896247864) | > loss_disc_real_5: 0.21920263767242432 (0.21920263767242432) | > loss_0: 2.482487440109253 (2.482487440109253) | > loss_gen: 2.2057793140411377 (2.2057793140411377) | > loss_kl: 2.4107348918914795 (2.4107348918914795) | > loss_feat: 5.444758892059326 (5.444758892059326) | > loss_mel: 15.444045066833496 (15.444045066833496) | > loss_duration: 2.9045019149780273 (2.9045019149780273) | > loss_1: 28.409820556640625 (28.409820556640625)  --> STEP: 1 | > loss_disc: 2.5739355087280273 (2.5739355087280273) | > loss_disc_real_0: 0.06843265891075134 (0.06843265891075134) | > loss_disc_real_1: 0.17981567978858948 (0.17981567978858948) | > loss_disc_real_2: 0.23775671422481537 (0.23775671422481537) | > loss_disc_real_3: 0.2717440128326416 (0.2717440128326416) | > loss_disc_real_4: 0.2682303488254547 (0.2682303488254547) | > loss_disc_real_5: 0.34746813774108887 (0.34746813774108887) | > loss_0: 2.5739355087280273 (2.5739355087280273) | > loss_gen: 2.0359888076782227 (2.0359888076782227) | > loss_kl: 1.9679495096206665 (1.9679495096206665) | > loss_feat: 4.792533874511719 (4.792533874511719) | > loss_mel: 17.00749969482422 (17.00749969482422) | > loss_duration: 2.338420867919922 (2.338420867919922) | > loss_1: 28.142391204833984 (28.142391204833984)  --> STEP: 2 | > loss_disc: 2.1660284996032715 (2.3699820041656494) | > loss_disc_real_0: 0.0591045618057251 (0.06376861035823822) | > loss_disc_real_1: 0.2409013956785202 (0.21035853773355484) | > loss_disc_real_2: 0.23004300892353058 (0.23389986157417297) | > loss_disc_real_3: 0.2825111150741577 (0.27712756395339966) | > loss_disc_real_4: 0.2521038353443146 (0.26016709208488464) | > loss_disc_real_5: 0.23255638778209686 (0.29001226276159286) | > loss_0: 2.1660284996032715 (2.3699820041656494) | > loss_gen: 2.642518997192383 (2.3392539024353027) | > loss_kl: 2.466872215270996 (2.2174108624458313) | > loss_feat: 5.8023858070373535 (5.297459840774536) | > loss_mel: 18.55807876586914 (17.78278923034668) | > loss_duration: 2.4178121089935303 (2.378116488456726) | > loss_1: 31.88766860961914 (30.015029907226562)  --> STEP: 3 | > loss_disc: 2.2431328296661377 (2.3276989459991455) | > loss_disc_real_0: 0.06315837055444717 (0.06356519709030788) | > loss_disc_real_1: 0.21996529400348663 (0.2135607898235321) | > loss_disc_real_2: 0.14983583986759186 (0.2058785210053126) | > loss_disc_real_3: 0.1901348978281021 (0.24813000857830048) | > loss_disc_real_4: 0.21456128358840942 (0.2449651559193929) | > loss_disc_real_5: 0.2877988815307617 (0.2892744690179825) | > loss_0: 2.2431328296661377 (2.3276989459991455) | > loss_gen: 2.2775840759277344 (2.3186972935994468) | > loss_kl: 3.3347856998443604 (2.5898691415786743) | > loss_feat: 7.165081024169922 (5.920000235239665) | > loss_mel: 18.252613067626953 (17.93939717610677) | > loss_duration: 2.2715649604797363 (2.342599312464396) | > loss_1: 33.30162811279297 (31.110562642415363)  --> STEP: 4 | > loss_disc: 2.178311586380005 (2.2903521060943604) | > loss_disc_real_0: 0.0856388732790947 (0.06908361613750458) | > loss_disc_real_1: 0.12876074016094208 (0.1923607774078846) | > loss_disc_real_2: 0.186793714761734 (0.20110731944441795) | > loss_disc_real_3: 0.24201464653015137 (0.2466011680662632) | > loss_disc_real_4: 0.1823577880859375 (0.22931331396102905) | > loss_disc_real_5: 0.1851741373538971 (0.26324938610196114) | > loss_0: 2.178311586380005 (2.2903521060943604) | > loss_gen: 2.2326016426086426 (2.2971733808517456) | > loss_kl: 2.6959404945373535 (2.616386979818344) | > loss_feat: 7.819258213043213 (6.394814729690552) | > loss_mel: 18.603334426879883 (18.10538148880005) | > loss_duration: 2.3031275272369385 (2.3327313661575317) | > loss_1: 33.65426254272461 (31.746487617492676)  --> STEP: 5 | > loss_disc: 2.635049819946289 (2.359291648864746) | > loss_disc_real_0: 0.163651704788208 (0.08799723386764527) | > loss_disc_real_1: 0.1943064033985138 (0.19274990260601044) | > loss_disc_real_2: 0.25054630637168884 (0.21099511682987213) | > loss_disc_real_3: 0.2358027994632721 (0.24444149434566498) | > loss_disc_real_4: 0.23404355347156525 (0.23025936186313628) | > loss_disc_real_5: 0.21483436226844788 (0.2535663813352585) | > loss_0: 2.635049819946289 (2.359291648864746) | > loss_gen: 1.9965975284576416 (2.2370582103729246) | > loss_kl: 1.8016239404678345 (2.453434371948242) | > loss_feat: 4.654049873352051 (6.046661758422852) | > loss_mel: 17.45978546142578 (17.976262283325195) | > loss_duration: 2.367833137512207 (2.339751720428467) | > loss_1: 28.279888153076172 (31.053167724609374)  --> STEP: 6 | > loss_disc: 2.348698139190674 (2.3575260639190674) | > loss_disc_real_0: 0.07846294343471527 (0.08640818546215694) | > loss_disc_real_1: 0.2057720273733139 (0.19492025673389435) | > loss_disc_real_2: 0.2533631920814514 (0.21805646270513535) | > loss_disc_real_3: 0.2745816111564636 (0.24946484714746475) | > loss_disc_real_4: 0.22865334153175354 (0.22999169180790582) | > loss_disc_real_5: 0.19786199927330017 (0.24428231765826544) | > loss_0: 2.348698139190674 (2.3575260639190674) | > loss_gen: 2.3557653427124023 (2.2568427324295044) | > loss_kl: 2.74326491355896 (2.5017394622166953) | > loss_feat: 6.745872974395752 (6.163196961085002) | > loss_mel: 20.57994270324707 (18.41020901997884) | > loss_duration: 2.1245875358581543 (2.3038910230000815) | > loss_1: 34.549434661865234 (31.635878880818684)  --> STEP: 7 | > loss_disc: 2.4657437801361084 (2.372985737664359) | > loss_disc_real_0: 0.09681057929992676 (0.08789424172469548) | > loss_disc_real_1: 0.24297760426998138 (0.20178559209619248) | > loss_disc_real_2: 0.27979785203933716 (0.2268766611814499) | > loss_disc_real_3: 0.2754647135734558 (0.25317911377974917) | > loss_disc_real_4: 0.2550889849662781 (0.23357701940195902) | > loss_disc_real_5: 0.2828435003757477 (0.2497910580464772) | > loss_0: 2.4657437801361084 (2.372985737664359) | > loss_gen: 2.4561140537261963 (2.2853100640433177) | > loss_kl: 3.3174705505371094 (2.6182724748338972) | > loss_feat: 6.86683464050293 (6.263716629573277) | > loss_mel: 18.993091583251953 (18.493477957589285) | > loss_duration: 2.5263803005218506 (2.335675205503191) | > loss_1: 34.159889221191406 (31.996451786586217)  --> STEP: 8 | > loss_disc: 2.047579526901245 (2.3323099613189697) | > loss_disc_real_0: 0.07348580658435822 (0.08609318733215332) | > loss_disc_real_1: 0.14493003487586975 (0.19467864744365215) | > loss_disc_real_2: 0.222352996468544 (0.22631120309233665) | > loss_disc_real_3: 0.17912790179252625 (0.2439227122813463) | > loss_disc_real_4: 0.17655745148658752 (0.22644957341253757) | > loss_disc_real_5: 0.16563820838928223 (0.2392719518393278) | > loss_0: 2.047579526901245 (2.3323099613189697) | > loss_gen: 2.4575910568237305 (2.306845188140869) | > loss_kl: 2.5751864910125732 (2.6128867268562317) | > loss_feat: 10.65567684173584 (6.812711656093597) | > loss_mel: 19.402801513671875 (18.60714340209961) | > loss_duration: 2.2255971431732178 (2.3219154477119446) | > loss_1: 37.316856384277344 (32.66150236129761)  --> STEP: 9 | > loss_disc: 2.3897664546966553 (2.3386940161387124) | > loss_disc_real_0: 0.12874257564544678 (0.0908320082558526) | > loss_disc_real_1: 0.17790137231349945 (0.19281450576252407) | > loss_disc_real_2: 0.21807974576950073 (0.22539659672313267) | > loss_disc_real_3: 0.20900334417819977 (0.2400427824921078) | > loss_disc_real_4: 0.21163666248321533 (0.22480369442039067) | > loss_disc_real_5: 0.20415201783180237 (0.23536973694960275) | > loss_0: 2.3897664546966553 (2.3386940161387124) | > loss_gen: 2.330589532852173 (2.309483448664347) | > loss_kl: 2.364821434020996 (2.5853239165412054) | > loss_feat: 9.02723217010498 (7.058769490983751) | > loss_mel: 19.56175422668457 (18.71321127149794) | > loss_duration: 2.142024517059326 (2.3019275665283203) | > loss_1: 35.426422119140625 (32.96871566772461)  --> STEP: 10 | > loss_disc: 2.255692481994629 (2.3303938627243044) | > loss_disc_real_0: 0.11759787797927856 (0.09350859522819518) | > loss_disc_real_1: 0.20032240450382233 (0.1935652956366539) | > loss_disc_real_2: 0.24908211827278137 (0.22776514887809754) | > loss_disc_real_3: 0.25133416056632996 (0.24117192029953002) | > loss_disc_real_4: 0.2199159413576126 (0.22431491911411286) | > loss_disc_real_5: 0.1632867306470871 (0.2281614363193512) | > loss_0: 2.255692481994629 (2.3303938627243044) | > loss_gen: 2.3974947929382324 (2.318284583091736) | > loss_kl: 2.1483168601989746 (2.5416232109069825) | > loss_feat: 7.031351566314697 (7.0560276985168455) | > loss_mel: 19.838056564331055 (18.82569580078125) | > loss_duration: 2.2713475227355957 (2.298869562149048) | > loss_1: 33.68656921386719 (33.040501022338866)  --> STEP: 11 | > loss_disc: 2.349219560623169 (2.332105289806019) | > loss_disc_real_0: 0.06041669845581055 (0.09050024097616022) | > loss_disc_real_1: 0.15138086676597595 (0.18973034755750137) | > loss_disc_real_2: 0.18719497323036194 (0.22407695109193976) | > loss_disc_real_3: 0.22952012717723846 (0.24011266637932172) | > loss_disc_real_4: 0.17868569493293762 (0.2201668078249151) | > loss_disc_real_5: 0.2387493997812271 (0.229123978452249) | > loss_0: 2.349219560623169 (2.332105289806019) | > loss_gen: 2.0425074100494385 (2.2932139309969815) | > loss_kl: 2.723304033279419 (2.5581396493044766) | > loss_feat: 6.215697288513184 (6.979634024880149) | > loss_mel: 17.57232093811035 (18.71175263144753) | > loss_duration: 2.4106786251068115 (2.3090340224179355) | > loss_1: 30.964508056640625 (32.85177438909357)  --> STEP: 12 | > loss_disc: 2.387349843978882 (2.3367090026537576) | > loss_disc_real_0: 0.0873291864991188 (0.09023598643640678) | > loss_disc_real_1: 0.20965969562530518 (0.1913911265631517) | > loss_disc_real_2: 0.23231595754623413 (0.22476353496313095) | > loss_disc_real_3: 0.27422189712524414 (0.24295510227481523) | > loss_disc_real_4: 0.24703431129455566 (0.22240576644738516) | > loss_disc_real_5: 0.28618794679641724 (0.23387930914759636) | > loss_0: 2.387349843978882 (2.3367090026537576) | > loss_gen: 2.293074607849121 (2.2932023207346597) | > loss_kl: 2.2893004417419434 (2.535736382007599) | > loss_feat: 5.864885330200195 (6.886738300323486) | > loss_mel: 19.52643394470215 (18.779642740885418) | > loss_duration: 2.2290897369384766 (2.3023719986279807) | > loss_1: 32.202781677246094 (32.797691663106285)  --> STEP: 13 | > loss_disc: 2.406092882156372 (2.342046224153959) | > loss_disc_real_0: 0.09911473095417023 (0.09091896678392704) | > loss_disc_real_1: 0.1617756336927414 (0.18911301172696626) | > loss_disc_real_2: 0.27495041489601135 (0.22862406418873712) | > loss_disc_real_3: 0.32664954662323 (0.24939313645546252) | > loss_disc_real_4: 0.21793997287750244 (0.2220622438650865) | > loss_disc_real_5: 0.20481598377227783 (0.23164366873411033) | > loss_0: 2.406092882156372 (2.342046224153959) | > loss_gen: 2.209746837615967 (2.286782668187068) | > loss_kl: 2.7955410480499268 (2.5557213563185472) | > loss_feat: 5.633154392242432 (6.790308768932636) | > loss_mel: 18.270957946777344 (18.740513141338642) | > loss_duration: 2.2218310832977295 (2.2961765436025767) | > loss_1: 31.1312313079834 (32.669502405019905)  --> STEP: 14 | > loss_disc: 2.4188597202301025 (2.347532902445112) | > loss_disc_real_0: 0.1407133936882019 (0.09447571156280381) | > loss_disc_real_1: 0.15107908844947815 (0.18639630292143142) | > loss_disc_real_2: 0.2835037112236023 (0.23254403897694179) | > loss_disc_real_3: 0.3143099844455719 (0.2540300541690418) | > loss_disc_real_4: 0.26755639910697937 (0.22531182638236455) | > loss_disc_real_5: 0.3118903934955597 (0.2373755776456424) | > loss_0: 2.4188597202301025 (2.347532902445112) | > loss_gen: 2.773536205291748 (2.3215507779802596) | > loss_kl: 2.932049036026001 (2.5826019048690796) | > loss_feat: 7.519367218017578 (6.842384372438703) | > loss_mel: 19.324649810791016 (18.782237189156668) | > loss_duration: 2.3752830028533936 (2.301827004977635) | > loss_1: 34.92488479614258 (32.83060114724295)  --> STEP: 15 | > loss_disc: 2.5044941902160645 (2.3579969882965086) | > loss_disc_real_0: 0.11073291301727295 (0.09555952499310176) | > loss_disc_real_1: 0.21254244446754456 (0.18813937902450562) | > loss_disc_real_2: 0.23768369853496552 (0.2328866829474767) | > loss_disc_real_3: 0.23120203614234924 (0.2525081863005956) | > loss_disc_real_4: 0.21064165234565735 (0.2243338147799174) | > loss_disc_real_5: 0.2871105372905731 (0.24069124162197114) | > loss_0: 2.5044941902160645 (2.3579969882965086) | > loss_gen: 2.255042314529419 (2.31711688041687) | > loss_kl: 2.6325454711914062 (2.5859314759572345) | > loss_feat: 6.425088882446289 (6.814564673105876) | > loss_mel: 19.535926818847656 (18.8324831644694) | > loss_duration: 2.3351480960845947 (2.3040484110514323) | > loss_1: 33.183753967285156 (32.854144668579096)  --> STEP: 16 | > loss_disc: 2.5469958782196045 (2.3698094189167023) | > loss_disc_real_0: 0.22996413707733154 (0.10395981324836612) | > loss_disc_real_1: 0.2770143449306488 (0.19369406439363956) | > loss_disc_real_2: 0.22273032367229462 (0.23225191049277782) | > loss_disc_real_3: 0.18738223612308502 (0.24843781441450122) | > loss_disc_real_4: 0.17738457024097443 (0.22139948699623346) | > loss_disc_real_5: 0.2524681091308594 (0.24142729584127665) | > loss_0: 2.5469958782196045 (2.3698094189167023) | > loss_gen: 2.131667375564575 (2.3055262863636017) | > loss_kl: 2.447821617126465 (2.5772996097803116) | > loss_feat: 5.0679521560668945 (6.705401390790939) | > loss_mel: 14.098043441772461 (18.536580681800842) | > loss_duration: 2.3586134910583496 (2.3074587285518646) | > loss_1: 26.10409927368164 (32.432266831398)  --> STEP: 17 | > loss_disc: 2.1563634872436523 (2.357253775877111) | > loss_disc_real_0: 0.10630776733160019 (0.10409792819443871) | > loss_disc_real_1: 0.13309258222579956 (0.1901292713249431) | > loss_disc_real_2: 0.265032559633255 (0.23418018397162943) | > loss_disc_real_3: 0.25534382462501526 (0.2488440503092373) | > loss_disc_real_4: 0.21767154335975647 (0.22118019619408777) | > loss_disc_real_5: 0.2388075739145279 (0.2412731945514679) | > loss_0: 2.1563634872436523 (2.357253775877111) | > loss_gen: 2.5673978328704834 (2.3209304949816536) | > loss_kl: 2.2261557579040527 (2.556644089081708) | > loss_feat: 6.799016952514648 (6.710908188539393) | > loss_mel: 18.330591201782227 (18.524463653564453) | > loss_duration: 2.4259562492370605 (2.3144291709451115) | > loss_1: 32.349117279052734 (32.427375681260045)  --> STEP: 18 | > loss_disc: 2.308121681213379 (2.3545242150624595) | > loss_disc_real_0: 0.09762246906757355 (0.10373818046516842) | > loss_disc_real_1: 0.1680447906255722 (0.1889023557305336) | > loss_disc_real_2: 0.2157876342535019 (0.23315837565395567) | > loss_disc_real_3: 0.21067748963832855 (0.24672368582752016) | > loss_disc_real_4: 0.21721337735652924 (0.22095981736977896) | > loss_disc_real_5: 0.24317730963230133 (0.24137897872262531) | > loss_0: 2.308121681213379 (2.3545242150624595) | > loss_gen: 2.3760862350463867 (2.3239947027630277) | > loss_kl: 2.86173152923584 (2.5735933913124933) | > loss_feat: 8.39719009399414 (6.8045905166202125) | > loss_mel: 19.281681060791016 (18.566531287299263) | > loss_duration: 2.2805004119873047 (2.3125442398919) | > loss_1: 35.19718933105469 (32.58125421735975)  --> STEP: 19 | > loss_disc: 2.4815664291381836 (2.3612106473822343) | > loss_disc_real_0: 0.15438272058963776 (0.1064036825769826) | > loss_disc_real_1: 0.21942679584026337 (0.19050890520999306) | > loss_disc_real_2: 0.22562752664089203 (0.2327620151795839) | > loss_disc_real_3: 0.3065336048603058 (0.24987157630292992) | > loss_disc_real_4: 0.23747192323207855 (0.2218288755730579) | > loss_disc_real_5: 0.3083602786064148 (0.24490431029545634) | > loss_0: 2.4815664291381836 (2.3612106473822343) | > loss_gen: 2.416073799133301 (2.328840970993042) | > loss_kl: 2.3430163860321045 (2.5614577594556307) | > loss_feat: 7.112455368041992 (6.820793929852937) | > loss_mel: 17.4705867767334 (18.50884999726948) | > loss_duration: 2.3045077323913574 (2.312121265812924) | > loss_1: 31.64664077758789 (32.53206403631913)  --> STEP: 20 | > loss_disc: 2.6144838333129883 (2.373874306678772) | > loss_disc_real_0: 0.14367739856243134 (0.10826736837625503) | > loss_disc_real_1: 0.22610175609588623 (0.19228854775428772) | > loss_disc_real_2: 0.2577253580093384 (0.23401018232107162) | > loss_disc_real_3: 0.30896058678627014 (0.25282602682709693) | > loss_disc_real_4: 0.25361576676368713 (0.22341822013258933) | > loss_disc_real_5: 0.3006223440170288 (0.24769021198153496) | > loss_0: 2.6144838333129883 (2.373874306678772) | > loss_gen: 2.2907826900482178 (2.3269380569458007) | > loss_kl: 1.7902482748031616 (2.5228972852230074) | > loss_feat: 4.933979034423828 (6.726453185081482) | > loss_mel: 19.365434646606445 (18.55167922973633) | > loss_duration: 2.3103721141815186 (2.312033808231354) | > loss_1: 30.69081687927246 (32.4400016784668)  --> STEP: 21 | > loss_disc: 2.3284666538238525 (2.3717120374952043) | > loss_disc_real_0: 0.1146644800901413 (0.10857199274358295) | > loss_disc_real_1: 0.21249932050704956 (0.19325096550441923) | > loss_disc_real_2: 0.2232891023159027 (0.23349965470177786) | > loss_disc_real_3: 0.265505313873291 (0.2534298024007252) | > loss_disc_real_4: 0.20257888734340668 (0.22242587095215208) | > loss_disc_real_5: 0.2022927850484848 (0.2455284297466278) | > loss_0: 2.3284666538238525 (2.3717120374952043) | > loss_gen: 2.3377983570098877 (2.3274552140917097) | > loss_kl: 2.6514992713928223 (2.5290211893263317) | > loss_feat: 7.117774486541748 (6.745087532770066) | > loss_mel: 17.422269821166992 (18.497897829328263) | > loss_duration: 2.1912953853607178 (2.3062843595232283) | > loss_1: 31.720638275146484 (32.40574627830868)  --> STEP: 22 | > loss_disc: 2.5047686100006104 (2.3777600635181773) | > loss_disc_real_0: 0.08403018862009048 (0.1074564561925151) | > loss_disc_real_1: 0.19502514600753784 (0.1933316100727428) | > loss_disc_real_2: 0.16751234233379364 (0.23050023141232404) | > loss_disc_real_3: 0.2320687174797058 (0.25245884399522434) | > loss_disc_real_4: 0.17648792266845703 (0.2203377823938023) | > loss_disc_real_5: 0.22938665747642517 (0.24479471282525497) | > loss_0: 2.5047686100006104 (2.3777600635181773) | > loss_gen: 2.133765935897827 (2.318651155991988) | > loss_kl: 2.0225038528442383 (2.505997674031691) | > loss_feat: 7.027655601501465 (6.757931535894221) | > loss_mel: 20.563438415527344 (18.591786037791856) | > loss_duration: 2.1472396850585938 (2.299055056138472) | > loss_1: 33.89460372924805 (32.47342161698774)  --> STEP: 23 | > loss_disc: 2.569417715072632 (2.3860930048901103) | > loss_disc_real_0: 0.0961490273475647 (0.10696482885143031) | > loss_disc_real_1: 0.16294296085834503 (0.19201036445472552) | > loss_disc_real_2: 0.21464867889881134 (0.22981103347695392) | > loss_disc_real_3: 0.23593848943710327 (0.2517405677100886) | > loss_disc_real_4: 0.20686903595924377 (0.21975218472273453) | > loss_disc_real_5: 0.25039172172546387 (0.24503806103830753) | > loss_0: 2.569417715072632 (2.3860930048901103) | > loss_gen: 2.0876564979553223 (2.3086079099903936) | > loss_kl: 2.4151508808135986 (2.5020478134569912) | > loss_feat: 6.440339088439941 (6.7441231686136) | > loss_mel: 18.699541091918945 (18.596471040145207) | > loss_duration: 2.2749099731445312 (2.2980052699213442) | > loss_1: 31.9175968170166 (32.44925532133682)  --> STEP: 24 | > loss_disc: 2.5964043140411377 (2.3948559761047363) | > loss_disc_real_0: 0.143472820520401 (0.10848599517097075) | > loss_disc_real_1: 0.21356089413166046 (0.19290830319126448) | > loss_disc_real_2: 0.2418758124113083 (0.2303137325992187) | > loss_disc_real_3: 0.2509203553199768 (0.25170639219383395) | > loss_disc_real_4: 0.23689579963684082 (0.2204665020108223) | > loss_disc_real_5: 0.2694774568080902 (0.2460563691953818) | > loss_0: 2.5964043140411377 (2.3948559761047363) | > loss_gen: 2.115915298461914 (2.300579051176707) | > loss_kl: 2.081122636795044 (2.48450926442941) | > loss_feat: 5.278310775756836 (6.683047652244568) | > loss_mel: 18.244707107543945 (18.581814209620156) | > loss_duration: 2.362023115158081 (2.3006726801395416) | > loss_1: 30.08207893371582 (32.35062297185261)  --> STEP: 25 | > loss_disc: 2.6207170486450195 (2.4038904190063475) | > loss_disc_real_0: 0.14357200264930725 (0.10988943547010421) | > loss_disc_real_1: 0.1931275874376297 (0.1929170745611191) | > loss_disc_real_2: 0.3806684911251068 (0.2363279229402542) | > loss_disc_real_3: 0.2481493353843689 (0.25156410992145534) | > loss_disc_real_4: 0.24828168749809265 (0.22157910943031311) | > loss_disc_real_5: 0.28972697257995605 (0.24780319333076478) | > loss_0: 2.6207170486450195 (2.4038904190063475) | > loss_gen: 2.4183497428894043 (2.305289878845215) | > loss_kl: 2.6573567390441895 (2.491423163414001) | > loss_feat: 6.351947784423828 (6.669803657531738) | > loss_mel: 18.037626266479492 (18.560046691894527) | > loss_duration: 2.369755744934082 (2.303436002731323) | > loss_1: 31.835037231445312 (32.32999954223632)  --> STEP: 26 | > loss_disc: 1.6135462522506714 (2.3734925664388213) | > loss_disc_real_0: 0.060969576239585876 (0.1080079024227766) | > loss_disc_real_1: 0.09477023035287857 (0.18914219593772522) | > loss_disc_real_2: 0.07834946364164352 (0.2302518283518461) | > loss_disc_real_3: 0.06259249150753021 (0.244295970751689) | > loss_disc_real_4: 0.12317001819610596 (0.2177941443828436) | > loss_disc_real_5: 0.06875026971101761 (0.24091654242231295) | > loss_0: 1.6135462522506714 (2.3734925664388213) | > loss_gen: 2.533515214920044 (2.3140677763865543) | > loss_kl: 2.601228952407837 (2.4956464629906874) | > loss_feat: 23.68470573425293 (7.324222968174861) | > loss_mel: 22.452857971191406 (18.709770202636715) | > loss_duration: 2.232882022857666 (2.300722388120798) | > loss_1: 53.505191802978516 (33.14443001380333) --> EVAL PERFORMANCE | > avg_loader_time: 0.002464441152719351 (-4.466680380014326e-05) | > avg_loss_disc: 2.3734925664388213 (-0.07785438115780208) | > avg_loss_disc_real_0: 0.1080079024227766 (+0.01976829967819728) | > avg_loss_disc_real_1: 0.18914219593772522 (-0.03200454064286673) | > avg_loss_disc_real_2: 0.2302518283518461 (+0.07811364073019764) | > avg_loss_disc_real_3: 0.244295970751689 (+0.02627510405503783) | > avg_loss_disc_real_4: 0.2177941443828436 (+0.022459735090915978) | > avg_loss_disc_real_5: 0.24091654242231295 (+0.03093200750075853) | > avg_loss_0: 2.3734925664388213 (-0.07785438115780208) | > avg_loss_gen: 2.3140677763865543 (+0.28945271785442683) | > avg_loss_kl: 2.4956464629906874 (-0.04408111480566168) | > avg_loss_feat: 7.324222968174861 (+0.20012301665085985) | > avg_loss_mel: 18.709770202636715 (+0.05074299298799545) | > avg_loss_duration: 2.300722388120798 (-0.009555367323068165) | > avg_loss_1: 33.14443001380333 (+0.48668245168831703)  > EPOCH: 319/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:00:41)   --> TIME: 2024-06-11 05:00:43 -- STEP: 4/330 -- GLOBAL_STEP: 193275 | > loss_disc: 2.255699634552002 (2.3232643008232117) | > loss_disc_real_0: 0.07412131130695343 (0.09622320346534252) | > loss_disc_real_1: 0.20940829813480377 (0.19149352237582207) | > loss_disc_real_2: 0.23216252028942108 (0.19521721452474594) | > loss_disc_real_3: 0.19438235461711884 (0.21573226526379585) | > loss_disc_real_4: 0.1945209503173828 (0.22014986723661423) | > loss_disc_real_5: 0.20206984877586365 (0.22244232892990112) | > loss_0: 2.255699634552002 (2.3232643008232117) | > grad_norm_0: tensor(8.9091, device='cuda:0') (tensor(9.0963, device='cuda:0')) | > loss_gen: 2.551091432571411 (2.4436034560203552) | > loss_kl: 1.6663188934326172 (1.8277595043182373) | > loss_feat: 7.32438850402832 (6.8040452003479) | > loss_mel: 19.546857833862305 (18.973289966583252) | > loss_duration: 2.240422248840332 (2.2614126205444336) | > loss_1: 33.329078674316406 (32.310110092163086) | > grad_norm_1: tensor(86.2890, device='cuda:0') (tensor(118.4753, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.3614 (0.36387860774993896) | > loader_time: 0.0042 (0.0033809542655944824)  --> TIME: 2024-06-11 05:00:52 -- STEP: 29/330 -- GLOBAL_STEP: 193300 | > loss_disc: 2.270879030227661 (2.3060218054672768) | > loss_disc_real_0: 0.08708931505680084 (0.10993695361860867) | > loss_disc_real_1: 0.16101014614105225 (0.19871785825696484) | > loss_disc_real_2: 0.16674526035785675 (0.21183442812541436) | > loss_disc_real_3: 0.2048133909702301 (0.22081818405924172) | > loss_disc_real_4: 0.22852356731891632 (0.22258214601154985) | > loss_disc_real_5: 0.21113069355487823 (0.2141470112677278) | > loss_0: 2.270879030227661 (2.3060218054672768) | > grad_norm_0: tensor(8.1594, device='cuda:0') (tensor(10.5586, device='cuda:0')) | > loss_gen: 2.5397307872772217 (2.5361905426814637) | > loss_kl: 1.8251736164093018 (1.8009370770947686) | > loss_feat: 7.894277572631836 (7.24830699789113) | > loss_mel: 18.902151107788086 (18.59151004922801) | > loss_duration: 2.0280232429504395 (2.0904770061887548) | > loss_1: 33.189353942871094 (32.267421590870825) | > grad_norm_1: tensor(132.7403, device='cuda:0') (tensor(108.7468, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.3552 (0.35495477709276924) | > loader_time: 0.0036 (0.0032762987860317887)  --> TIME: 2024-06-11 05:01:02 -- STEP: 54/330 -- GLOBAL_STEP: 193325 | > loss_disc: 2.268655300140381 (2.3291805364467475) | > loss_disc_real_0: 0.062084048986434937 (0.11465991453991996) | > loss_disc_real_1: 0.18231911957263947 (0.20072490583967278) | > loss_disc_real_2: 0.23795320093631744 (0.21356783476140764) | > loss_disc_real_3: 0.19416475296020508 (0.22508754912349913) | > loss_disc_real_4: 0.19907715916633606 (0.22312371184428534) | > loss_disc_real_5: 0.1754506528377533 (0.21665885437417914) | > loss_0: 2.268655300140381 (2.3291805364467475) | > grad_norm_0: tensor(12.8888, device='cuda:0') (tensor(11.8827, device='cuda:0')) | > loss_gen: 2.3845319747924805 (2.5358748877490007) | > loss_kl: 1.840850830078125 (1.8126614137932107) | > loss_feat: 7.474728584289551 (7.247067945974845) | > loss_mel: 18.991939544677734 (18.608600863703977) | > loss_duration: 2.013481616973877 (2.0570787434224735) | > loss_1: 32.70553207397461 (32.26128369790535) | > grad_norm_1: tensor(100.2938, device='cuda:0') (tensor(152.7176, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.367 (0.3635883861117893) | > loader_time: 0.0034 (0.00341171246987802)  --> TIME: 2024-06-11 05:01:11 -- STEP: 79/330 -- GLOBAL_STEP: 193350 | > loss_disc: 2.368938684463501 (2.315504689759846) | > loss_disc_real_0: 0.14775168895721436 (0.11429076538055757) | > loss_disc_real_1: 0.20848771929740906 (0.19941351836240745) | > loss_disc_real_2: 0.22951841354370117 (0.21300179860259913) | > loss_disc_real_3: 0.2525119483470917 (0.22506921898715104) | > loss_disc_real_4: 0.2275436967611313 (0.22218723048137712) | > loss_disc_real_5: 0.2233312427997589 (0.2144354608240007) | > loss_0: 2.368938684463501 (2.315504689759846) | > grad_norm_0: tensor(8.2313, device='cuda:0') (tensor(15.3586, device='cuda:0')) | > loss_gen: 2.586643934249878 (2.554213864893854) | > loss_kl: 1.7077492475509644 (1.8265203554419023) | > loss_feat: 7.381108283996582 (7.361336436452745) | > loss_mel: 19.078493118286133 (18.639116770104522) | > loss_duration: 1.987768292427063 (2.0450109711176245) | > loss_1: 32.741764068603516 (32.426198186753666) | > grad_norm_1: tensor(94.1646, device='cuda:0') (tensor(193.3677, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.3849 (0.36518212209773976) | > loader_time: 0.0035 (0.003492735609223571)  --> TIME: 2024-06-11 05:01:21 -- STEP: 104/330 -- GLOBAL_STEP: 193375 | > loss_disc: 2.341848134994507 (2.3107140224713545) | > loss_disc_real_0: 0.14258471131324768 (0.1147998097854165) | > loss_disc_real_1: 0.24158239364624023 (0.19945383043243334) | > loss_disc_real_2: 0.2375887781381607 (0.21145191358832213) | > loss_disc_real_3: 0.23009829223155975 (0.2247366654471709) | > loss_disc_real_4: 0.22421228885650635 (0.2215650727829108) | > loss_disc_real_5: 0.2252047061920166 (0.21243240326069868) | > loss_0: 2.341848134994507 (2.3107140224713545) | > grad_norm_0: tensor(40.4902, device='cuda:0') (tensor(19.0714, device='cuda:0')) | > loss_gen: 2.678434133529663 (2.563303218438075) | > loss_kl: 1.9154072999954224 (1.8312260256363795) | > loss_feat: 7.549952983856201 (7.356352265064533) | > loss_mel: 18.900253295898438 (18.57718856518085) | > loss_duration: 2.0597984790802 (2.0428652614355105) | > loss_1: 33.10384750366211 (32.37093514662523) | > grad_norm_1: tensor(347.9250, device='cuda:0') (tensor(221.8253, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.3762 (0.3679823646178614) | > loader_time: 0.0038 (0.0036092813198383036)  --> TIME: 2024-06-11 05:01:30 -- STEP: 129/330 -- GLOBAL_STEP: 193400 | > loss_disc: 2.2403624057769775 (2.3123435549033706) | > loss_disc_real_0: 0.10023950040340424 (0.11496490268975265) | > loss_disc_real_1: 0.1616876721382141 (0.19964437036551247) | > loss_disc_real_2: 0.19041506946086884 (0.21172502301922141) | > loss_disc_real_3: 0.2094515711069107 (0.22577634834965996) | > loss_disc_real_4: 0.21729707717895508 (0.22242389030234758) | > loss_disc_real_5: 0.20431458950042725 (0.21247148779473563) | > loss_0: 2.2403624057769775 (2.3123435549033706) | > grad_norm_0: tensor(6.9337, device='cuda:0') (tensor(20.1685, device='cuda:0')) | > loss_gen: 2.4788827896118164 (2.5576560330945393) | > loss_kl: 1.9227765798568726 (1.8332193128822385) | > loss_feat: 6.576011657714844 (7.354496586230374) | > loss_mel: 18.30276107788086 (18.56166294009186) | > loss_duration: 2.0206427574157715 (2.0433806837067143) | > loss_1: 31.30107307434082 (32.35041547376056) | > grad_norm_1: tensor(88.4309, device='cuda:0') (tensor(236.1149, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.3699 (0.3707094543664031) | > loader_time: 0.005 (0.0037511356117189395)  --> TIME: 2024-06-11 05:01:40 -- STEP: 154/330 -- GLOBAL_STEP: 193425 | > loss_disc: 2.363647699356079 (2.31517594046407) | > loss_disc_real_0: 0.13776971399784088 (0.1149336506503743) | > loss_disc_real_1: 0.1858280450105667 (0.19954144906301002) | > loss_disc_real_2: 0.20658175647258759 (0.21204756055172388) | > loss_disc_real_3: 0.26246878504753113 (0.22658751159906387) | > loss_disc_real_4: 0.26812076568603516 (0.2227115060214873) | > loss_disc_real_5: 0.2501693665981293 (0.21354032211102447) | > loss_0: 2.363647699356079 (2.31517594046407) | > grad_norm_0: tensor(70.4592, device='cuda:0') (tensor(22.6400, device='cuda:0')) | > loss_gen: 2.5429677963256836 (2.5557116579699826) | > loss_kl: 1.7028257846832275 (1.8397015162876673) | > loss_feat: 7.071540832519531 (7.364507594665923) | > loss_mel: 17.86256980895996 (18.541635810554794) | > loss_duration: 2.0429768562316895 (2.0447753079525848) | > loss_1: 31.222881317138672 (32.346331856467515) | > grad_norm_1: tensor(347.4805, device='cuda:0') (tensor(252.4396, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.4122 (0.3736917028179418) | > loader_time: 0.004 (0.00382785363630815)  --> TIME: 2024-06-11 05:01:50 -- STEP: 179/330 -- GLOBAL_STEP: 193450 | > loss_disc: 2.308680772781372 (2.3115714075845055) | > loss_disc_real_0: 0.14295414090156555 (0.11545973333566549) | > loss_disc_real_1: 0.19262844324111938 (0.1982477149150891) | > loss_disc_real_2: 0.24515098333358765 (0.21253243221916965) | > loss_disc_real_3: 0.22672012448310852 (0.22577217670792307) | > loss_disc_real_4: 0.20534005761146545 (0.22247553629249173) | > loss_disc_real_5: 0.235426664352417 (0.21372754463936364) | > loss_0: 2.308680772781372 (2.3115714075845055) | > grad_norm_0: tensor(8.9939, device='cuda:0') (tensor(21.9867, device='cuda:0')) | > loss_gen: 2.550171136856079 (2.556341445645806) | > loss_kl: 2.0929858684539795 (1.8502548486826806) | > loss_feat: 7.60682487487793 (7.355159823454958) | > loss_mel: 18.12974739074707 (18.492857085925905) | > loss_duration: 2.099605083465576 (2.0503072379021683) | > loss_1: 32.47933578491211 (32.30492044161152) | > grad_norm_1: tensor(106.9804, device='cuda:0') (tensor(250.0887, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.4 (0.3760281235146123) | > loader_time: 0.0042 (0.003898781771100433)  --> TIME: 2024-06-11 05:02:01 -- STEP: 204/330 -- GLOBAL_STEP: 193475 | > loss_disc: 2.390563726425171 (2.317401873130425) | > loss_disc_real_0: 0.18648186326026917 (0.11688035131231242) | > loss_disc_real_1: 0.1944509893655777 (0.19846670490269566) | > loss_disc_real_2: 0.25689250230789185 (0.2128678524464953) | > loss_disc_real_3: 0.22238944470882416 (0.22625084922594182) | > loss_disc_real_4: 0.20030498504638672 (0.2227732910975522) | > loss_disc_real_5: 0.18920162320137024 (0.21401616514605634) | > loss_0: 2.390563726425171 (2.317401873130425) | > grad_norm_0: tensor(6.5667, device='cuda:0') (tensor(20.7905, device='cuda:0')) | > loss_gen: 2.4796431064605713 (2.5462901440321226) | > loss_kl: 2.002826690673828 (1.8585058900655484) | > loss_feat: 8.021561622619629 (7.355874746453528) | > loss_mel: 18.904504776000977 (18.46022572236902) | > loss_duration: 2.0561490058898926 (2.0571064352989223) | > loss_1: 33.46468734741211 (32.27800294464709) | > grad_norm_1: tensor(242.8991, device='cuda:0') (tensor(234.8517, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.4117 (0.37901872396469116) | > loader_time: 0.0047 (0.004034543738645665)  --> TIME: 2024-06-11 05:02:11 -- STEP: 229/330 -- GLOBAL_STEP: 193500 | > loss_disc: 2.2786099910736084 (2.318256334446404) | > loss_disc_real_0: 0.08180084824562073 (0.11694067736119683) | > loss_disc_real_1: 0.141355499625206 (0.198519090182396) | > loss_disc_real_2: 0.19393928349018097 (0.21358895588129367) | > loss_disc_real_3: 0.23504534363746643 (0.22655650765094174) | > loss_disc_real_4: 0.25900033116340637 (0.22313898170619034) | > loss_disc_real_5: 0.218474343419075 (0.21400408160478268) | > loss_0: 2.2786099910736084 (2.318256334446404) | > grad_norm_0: tensor(21.2401, device='cuda:0') (tensor(20.9219, device='cuda:0')) | > loss_gen: 2.4935834407806396 (2.54216822370171) | > loss_kl: 1.8310461044311523 (1.8601861671589348) | > loss_feat: 7.065855979919434 (7.353186992578632) | > loss_mel: 18.69757843017578 (18.435531724488367) | > loss_duration: 2.1636147499084473 (2.0650235159428383) | > loss_1: 32.251678466796875 (32.25609667748864) | > grad_norm_1: tensor(142.9011, device='cuda:0') (tensor(233.1063, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.4099 (0.38241458772051284) | > loader_time: 0.0054 (0.004166422973033124) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_193500.pth  --> TIME: 2024-06-11 05:02:27 -- STEP: 254/330 -- GLOBAL_STEP: 193525 | > loss_disc: 2.2557032108306885 (2.3179704814445325) | > loss_disc_real_0: 0.1053960993885994 (0.11633006547849009) | > loss_disc_real_1: 0.23181700706481934 (0.19842968605400071) | > loss_disc_real_2: 0.24372169375419617 (0.21338906332733124) | > loss_disc_real_3: 0.21063417196273804 (0.22645622444903757) | > loss_disc_real_4: 0.2214084416627884 (0.22343917953686454) | > loss_disc_real_5: 0.19147397577762604 (0.214082334630602) | > loss_0: 2.2557032108306885 (2.3179704814445325) | > grad_norm_0: tensor(28.0914, device='cuda:0') (tensor(22.7678, device='cuda:0')) | > loss_gen: 2.697535514831543 (2.543837837346895) | > loss_kl: 1.8888713121414185 (1.863394479582629) | > loss_feat: 7.406096458435059 (7.344615194741197) | > loss_mel: 18.177684783935547 (18.378398617421546) | > loss_duration: 2.0935354232788086 (2.0716402108275074) | > loss_1: 32.26372528076172 (32.20188639483114) | > grad_norm_1: tensor(154.1925, device='cuda:0') (tensor(248.6091, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.428 (0.3870761910761435) | > loader_time: 0.0056 (0.0043133027910247585)  --> TIME: 2024-06-11 05:02:38 -- STEP: 279/330 -- GLOBAL_STEP: 193550 | > loss_disc: 2.3687078952789307 (2.3175314370022035) | > loss_disc_real_0: 0.1869683861732483 (0.1169108589009572) | > loss_disc_real_1: 0.18077750504016876 (0.1987364856679807) | > loss_disc_real_2: 0.18420208990573883 (0.21292074542746325) | > loss_disc_real_3: 0.22162596881389618 (0.22648798879970358) | > loss_disc_real_4: 0.23635083436965942 (0.2232962519891801) | > loss_disc_real_5: 0.22798264026641846 (0.21402808190673914) | > loss_0: 2.3687078952789307 (2.3175314370022035) | > grad_norm_0: tensor(45.2649, device='cuda:0') (tensor(24.5050, device='cuda:0')) | > loss_gen: 2.5059216022491455 (2.546539551041032) | > loss_kl: 1.9136364459991455 (1.8660074758700573) | > loss_feat: 8.427021026611328 (7.361378476611175) | > loss_mel: 17.501235961914062 (18.333975063857206) | > loss_duration: 2.1452982425689697 (2.0802164787032713) | > loss_1: 32.49311447143555 (32.188117099064655) | > grad_norm_1: tensor(123.0178, device='cuda:0') (tensor(259.8748, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.4381 (0.391720327425174) | > loader_time: 0.0063 (0.00446413751144136)  --> TIME: 2024-06-11 05:02:50 -- STEP: 304/330 -- GLOBAL_STEP: 193575 | > loss_disc: 2.373345375061035 (2.321187258550996) | > loss_disc_real_0: 0.22582843899726868 (0.1177526923680776) | > loss_disc_real_1: 0.2032606154680252 (0.19866563365059467) | > loss_disc_real_2: 0.2076394408941269 (0.21328701990607538) | > loss_disc_real_3: 0.20765797793865204 (0.2268800590873549) | > loss_disc_real_4: 0.2355012148618698 (0.2236644215881825) | > loss_disc_real_5: 0.25614026188850403 (0.21434563408164606) | > loss_0: 2.373345375061035 (2.321187258550996) | > grad_norm_0: tensor(16.0167, device='cuda:0') (tensor(26.5247, device='cuda:0')) | > loss_gen: 2.7095537185668945 (2.5481231494953764) | > loss_kl: 2.007990837097168 (1.8708446743456941) | > loss_feat: 7.662495136260986 (7.375797251337453) | > loss_mel: 17.699478149414062 (18.264722767629117) | > loss_duration: 2.224968910217285 (2.090105757901544) | > loss_1: 32.30448532104492 (32.149593666980145) | > grad_norm_1: tensor(136.4307, device='cuda:0') (tensor(271.4326, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.6132 (0.3982196975695458) | > loader_time: 0.0068 (0.00463591516017914)  --> TIME: 2024-06-11 05:03:17 -- STEP: 329/330 -- GLOBAL_STEP: 193600 | > loss_disc: 2.575913667678833 (2.3282264829768957) | > loss_disc_real_0: 0.16500705480575562 (0.11975723745069243) | > loss_disc_real_1: 0.15853361785411835 (0.19932795508473114) | > loss_disc_real_2: 0.2748311758041382 (0.21372213642647925) | > loss_disc_real_3: 0.26570847630500793 (0.22704525685962573) | > loss_disc_real_4: 0.26832932233810425 (0.22394699048488703) | > loss_disc_real_5: 0.2821609079837799 (0.2148639010803316) | > loss_0: 2.575913667678833 (2.3282264829768957) | > grad_norm_0: tensor(11.7668, device='cuda:0') (tensor(27.2324, device='cuda:0')) | > loss_gen: 2.1991868019104004 (2.54113333855719) | > loss_kl: 2.051906108856201 (1.8793339453932) | > loss_feat: 11.256009101867676 (7.462747815894501) | > loss_mel: 19.011476516723633 (18.212114937037313) | > loss_duration: 2.2732925415039062 (2.1037801920824153) | > loss_1: 36.7918701171875 (32.19911029201149) | > grad_norm_1: tensor(244.0591, device='cuda:0') (tensor(279.0868, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 13.0838 (0.44966491884735926) | > loader_time: 0.0334 (0.0050822637726108365)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4406073093414307 (2.4406073093414307) | > loss_disc_real_0: 0.08993078768253326 (0.08993078768253326) | > loss_disc_real_1: 0.18471020460128784 (0.18471020460128784) | > loss_disc_real_2: 0.226555734872818 (0.226555734872818) | > loss_disc_real_3: 0.23569199442863464 (0.23569199442863464) | > loss_disc_real_4: 0.24564465880393982 (0.24564465880393982) | > loss_disc_real_5: 0.23275774717330933 (0.23275774717330933) | > loss_0: 2.4406073093414307 (2.4406073093414307) | > loss_gen: 2.1980128288269043 (2.1980128288269043) | > loss_kl: 1.8379395008087158 (1.8379395008087158) | > loss_feat: 6.128965377807617 (6.128965377807617) | > loss_mel: 18.66922950744629 (18.66922950744629) | > loss_duration: 2.7994234561920166 (2.7994234561920166) | > loss_1: 31.63357162475586 (31.63357162475586)  --> STEP: 1 | > loss_disc: 2.112152099609375 (2.112152099609375) | > loss_disc_real_0: 0.10050059109926224 (0.10050059109926224) | > loss_disc_real_1: 0.20376628637313843 (0.20376628637313843) | > loss_disc_real_2: 0.18565329909324646 (0.18565329909324646) | > loss_disc_real_3: 0.16924653947353363 (0.16924653947353363) | > loss_disc_real_4: 0.21911723911762238 (0.21911723911762238) | > loss_disc_real_5: 0.16909149289131165 (0.16909149289131165) | > loss_0: 2.112152099609375 (2.112152099609375) | > loss_gen: 2.3174149990081787 (2.3174149990081787) | > loss_kl: 3.118751287460327 (3.118751287460327) | > loss_feat: 5.065849304199219 (5.065849304199219) | > loss_mel: 16.556438446044922 (16.556438446044922) | > loss_duration: 2.333233118057251 (2.333233118057251) | > loss_1: 29.391687393188477 (29.391687393188477)  --> STEP: 2 | > loss_disc: 2.4388439655303955 (2.2754980325698853) | > loss_disc_real_0: 0.04717081040143967 (0.07383570075035095) | > loss_disc_real_1: 0.11133607476949692 (0.15755118057131767) | > loss_disc_real_2: 0.1993178427219391 (0.19248557090759277) | > loss_disc_real_3: 0.2729199230670929 (0.22108323127031326) | > loss_disc_real_4: 0.29306674003601074 (0.25609198957681656) | > loss_disc_real_5: 0.2825916111469269 (0.22584155201911926) | > loss_0: 2.4388439655303955 (2.2754980325698853) | > loss_gen: 2.242215633392334 (2.2798153162002563) | > loss_kl: 2.2103161811828613 (2.6645337343215942) | > loss_feat: 6.162603378295898 (5.614226341247559) | > loss_mel: 19.307048797607422 (17.931743621826172) | > loss_duration: 2.4974679946899414 (2.415350556373596) | > loss_1: 32.41965103149414 (30.90566921234131)  --> STEP: 3 | > loss_disc: 2.342057704925537 (2.297684590021769) | > loss_disc_real_0: 0.10253629833459854 (0.08340256661176682) | > loss_disc_real_1: 0.12649217247962952 (0.1471981778740883) | > loss_disc_real_2: 0.17456799745559692 (0.18651304642359415) | > loss_disc_real_3: 0.2063077986240387 (0.2161580870548884) | > loss_disc_real_4: 0.27476873993873596 (0.2623175730307897) | > loss_disc_real_5: 0.23042072355747223 (0.2273679425319036) | > loss_0: 2.342057704925537 (2.297684590021769) | > loss_gen: 2.239633798599243 (2.2664214769999185) | > loss_kl: 2.8962855339050293 (2.7417843341827393) | > loss_feat: 5.793117046356201 (5.6738565762837725) | > loss_mel: 18.187633514404297 (18.017040252685547) | > loss_duration: 2.256967544555664 (2.362556219100952) | > loss_1: 31.373638153076172 (31.06165885925293)  --> STEP: 4 | > loss_disc: 2.386305570602417 (2.319839835166931) | > loss_disc_real_0: 0.11594770848751068 (0.09153885208070278) | > loss_disc_real_1: 0.14089539647102356 (0.1456224825233221) | > loss_disc_real_2: 0.2429545670747757 (0.20062342658638954) | > loss_disc_real_3: 0.23099002242088318 (0.2198660708963871) | > loss_disc_real_4: 0.2701169550418854 (0.2642674185335636) | > loss_disc_real_5: 0.2197895050048828 (0.2254733331501484) | > loss_0: 2.386305570602417 (2.319839835166931) | > loss_gen: 2.330535411834717 (2.282449960708618) | > loss_kl: 3.232710361480713 (2.8645158410072327) | > loss_feat: 7.421079635620117 (6.110662341117859) | > loss_mel: 18.405874252319336 (18.114248752593994) | > loss_duration: 2.318448543548584 (2.35152930021286) | > loss_1: 33.708648681640625 (31.723406314849854)  --> STEP: 5 | > loss_disc: 2.1692755222320557 (2.289726972579956) | > loss_disc_real_0: 0.06418173760175705 (0.08606742918491364) | > loss_disc_real_1: 0.09736262261867523 (0.13597051054239273) | > loss_disc_real_2: 0.24347448348999023 (0.20919363796710969) | > loss_disc_real_3: 0.20876359939575195 (0.21764557659626008) | > loss_disc_real_4: 0.17865899205207825 (0.24714573323726655) | > loss_disc_real_5: 0.1487978845834732 (0.21013824343681337) | > loss_0: 2.1692755222320557 (2.289726972579956) | > loss_gen: 2.1749792098999023 (2.260955810546875) | > loss_kl: 2.736255168914795 (2.838863706588745) | > loss_feat: 9.012675285339355 (6.691064929962158) | > loss_mel: 21.331035614013672 (18.75760612487793) | > loss_duration: 2.3148326873779297 (2.344189977645874) | > loss_1: 37.56977844238281 (32.89268074035645)  --> STEP: 6 | > loss_disc: 2.2521958351135254 (2.2834717830022178) | > loss_disc_real_0: 0.12282323837280273 (0.09219339738289516) | > loss_disc_real_1: 0.11420437693595886 (0.13234282160798708) | > loss_disc_real_2: 0.18281683325767517 (0.2047975038488706) | > loss_disc_real_3: 0.26878052949905396 (0.2261680687467257) | > loss_disc_real_4: 0.2854934632778168 (0.25353702157735825) | > loss_disc_real_5: 0.2127404808998108 (0.21057194968064627) | > loss_0: 2.2521958351135254 (2.2834717830022178) | > loss_gen: 2.4748456478118896 (2.296604116757711) | > loss_kl: 2.093559741973877 (2.7146463791529336) | > loss_feat: 6.11210823059082 (6.594572146733602) | > loss_mel: 17.874496459960938 (18.610421180725098) | > loss_duration: 2.1858341693878174 (2.3177973429361978) | > loss_1: 30.7408447265625 (32.53404140472412)  --> STEP: 7 | > loss_disc: 2.190406560897827 (2.270176751273019) | > loss_disc_real_0: 0.15935976803302765 (0.10178859319005694) | > loss_disc_real_1: 0.11292103677988052 (0.1295682809182576) | > loss_disc_real_2: 0.2172146737575531 (0.20657138526439667) | > loss_disc_real_3: 0.187185600399971 (0.22059914469718933) | > loss_disc_real_4: 0.21475325524806976 (0.24799648353031703) | > loss_disc_real_5: 0.19725900888442993 (0.2086701009954725) | > loss_0: 2.190406560897827 (2.270176751273019) | > loss_gen: 2.327746629714966 (2.301053047180176) | > loss_kl: 3.665682554244995 (2.850508689880371) | > loss_feat: 6.8959269523620605 (6.637622833251953) | > loss_mel: 18.804359436035156 (18.638126645769393) | > loss_duration: 2.4439244270324707 (2.335815497807094) | > loss_1: 34.13764190673828 (32.763127190726145)  --> STEP: 8 | > loss_disc: 2.2366445064544678 (2.2659852206707) | > loss_disc_real_0: 0.17683981359004974 (0.11116999574005604) | > loss_disc_real_1: 0.1698632836341858 (0.1346051562577486) | > loss_disc_real_2: 0.24124883115291595 (0.21090606600046158) | > loss_disc_real_3: 0.19779431819915771 (0.21774854138493538) | > loss_disc_real_4: 0.22028665244579315 (0.24453275464475155) | > loss_disc_real_5: 0.21238981187343597 (0.20913506485521793) | > loss_0: 2.2366445064544678 (2.2659852206707) | > loss_gen: 2.6096019744873047 (2.339621663093567) | > loss_kl: 2.7276132106781006 (2.8351467549800873) | > loss_feat: 7.773526191711426 (6.779610753059387) | > loss_mel: 17.85638999938965 (18.540409564971924) | > loss_duration: 2.263944149017334 (2.326831579208374) | > loss_1: 33.231075286865234 (32.82162070274353)  --> STEP: 9 | > loss_disc: 2.1926674842834473 (2.257838805516561) | > loss_disc_real_0: 0.12022241950035095 (0.11217582060231103) | > loss_disc_real_1: 0.1184605062007904 (0.1328113062514199) | > loss_disc_real_2: 0.21575571596622467 (0.2114449159966575) | > loss_disc_real_3: 0.22405335307121277 (0.218449076016744) | > loss_disc_real_4: 0.20509161055088043 (0.24015040530098808) | > loss_disc_real_5: 0.2628670334815979 (0.21510528359148237) | > loss_0: 2.1926674842834473 (2.257838805516561) | > loss_gen: 2.405061721801758 (2.3468927807278104) | > loss_kl: 2.566969394683838 (2.805349270502726) | > loss_feat: 9.737146377563477 (7.1082258224487305) | > loss_mel: 19.65508460998535 (18.664262347751194) | > loss_duration: 2.131410598754883 (2.305118136935764) | > loss_1: 36.49567413330078 (33.229848861694336)  --> STEP: 10 | > loss_disc: 2.6773080825805664 (2.2997857332229614) | > loss_disc_real_0: 0.2363215982913971 (0.12459039837121963) | > loss_disc_real_1: 0.2333323061466217 (0.1428634062409401) | > loss_disc_real_2: 0.2219366580247879 (0.21249409019947052) | > loss_disc_real_3: 0.17358343303203583 (0.21396251171827316) | > loss_disc_real_4: 0.2501350939273834 (0.24114887416362762) | > loss_disc_real_5: 0.239668607711792 (0.21756161600351334) | > loss_0: 2.6773080825805664 (2.2997857332229614) | > loss_gen: 2.10097074508667 (2.322300577163696) | > loss_kl: 2.4236886501312256 (2.767183208465576) | > loss_feat: 5.485195159912109 (6.945922756195069) | > loss_mel: 13.350946426391602 (18.132930755615234) | > loss_duration: 2.320598840713501 (2.3066662073135378) | > loss_1: 25.681400299072266 (32.475004005432126)  --> STEP: 11 | > loss_disc: 2.44480562210083 (2.312969359484586) | > loss_disc_real_0: 0.16705286502838135 (0.12845062261277979) | > loss_disc_real_1: 0.13865521550178528 (0.14248084344647147) | > loss_disc_real_2: 0.2775588035583496 (0.2184090641411868) | > loss_disc_real_3: 0.20343853533267975 (0.21300578659231012) | > loss_disc_real_4: 0.35817188024520874 (0.2517873292619532) | > loss_disc_real_5: 0.2460898458957672 (0.2201550914482637) | > loss_0: 2.44480562210083 (2.312969359484586) | > loss_gen: 2.5903398990631104 (2.3466677882454614) | > loss_kl: 3.2023892402648926 (2.806747393174605) | > loss_feat: 7.710026741027832 (7.0153867548162285) | > loss_mel: 18.742347717285156 (18.188332297585227) | > loss_duration: 2.393073558807373 (2.3145214210857046) | > loss_1: 34.638179779052734 (32.67165634848855)  --> STEP: 12 | > loss_disc: 2.298975944519043 (2.3118032415707908) | > loss_disc_real_0: 0.08534179627895355 (0.12485822041829427) | > loss_disc_real_1: 0.21420368552207947 (0.14845774695277214) | > loss_disc_real_2: 0.23591774702072144 (0.2198681210478147) | > loss_disc_real_3: 0.22680866718292236 (0.2141560266415278) | > loss_disc_real_4: 0.21265913546085358 (0.24852664644519487) | > loss_disc_real_5: 0.20422115921974182 (0.21882726376255354) | > loss_0: 2.298975944519043 (2.3118032415707908) | > loss_gen: 2.301130771636963 (2.34287303686142) | > loss_kl: 1.8323149681091309 (2.7255446910858154) | > loss_feat: 6.8961591720581055 (7.005451122919719) | > loss_mel: 17.833972930908203 (18.15880235036214) | > loss_duration: 2.1977574825286865 (2.3047910928726196) | > loss_1: 31.06133460998535 (32.537462870279946)  --> STEP: 13 | > loss_disc: 2.3961355686187744 (2.318290343651405) | > loss_disc_real_0: 0.12338702380657196 (0.12474505144816178) | > loss_disc_real_1: 0.18525560200214386 (0.1512883511873392) | > loss_disc_real_2: 0.20996274054050446 (0.2191061687010985) | > loss_disc_real_3: 0.2252078503370285 (0.2150061669257971) | > loss_disc_real_4: 0.299282968044281 (0.25243097887589383) | > loss_disc_real_5: 0.28836262226104736 (0.22417613749320692) | > loss_0: 2.3961355686187744 (2.318290343651405) | > loss_gen: 2.387758255004883 (2.346325745949379) | > loss_kl: 2.713996171951294 (2.724656343460083) | > loss_feat: 5.1875081062316895 (6.865609352405254) | > loss_mel: 16.663490295410156 (18.043778346135067) | > loss_duration: 2.1339221000671387 (2.291647324195275) | > loss_1: 29.0866756439209 (32.27201769902156)  --> STEP: 14 | > loss_disc: 2.391498565673828 (2.3235195023672923) | > loss_disc_real_0: 0.15526461601257324 (0.12692502034561975) | > loss_disc_real_1: 0.17822155356407166 (0.1532121513571058) | > loss_disc_real_2: 0.3143252432346344 (0.22590753116777965) | > loss_disc_real_3: 0.2637723386287689 (0.2184894649045808) | > loss_disc_real_4: 0.23769791424274445 (0.25137861711638315) | > loss_disc_real_5: 0.2113729864358902 (0.22326162670339858) | > loss_0: 2.391498565673828 (2.3235195023672923) | > loss_gen: 2.502060651779175 (2.357449667794364) | > loss_kl: 3.132005453109741 (2.7537527084350586) | > loss_feat: 6.281035900115967 (6.8238541058131625) | > loss_mel: 19.158966064453125 (18.123434611729213) | > loss_duration: 2.31864070892334 (2.2935754231044223) | > loss_1: 33.39270782470703 (32.35206699371338)  --> STEP: 15 | > loss_disc: 2.5193381309509277 (2.336574077606201) | > loss_disc_real_0: 0.08481062948703766 (0.12411739428838094) | > loss_disc_real_1: 0.15123037993907928 (0.1530800332625707) | > loss_disc_real_2: 0.22822728753089905 (0.2260621815919876) | > loss_disc_real_3: 0.20482000708580017 (0.21757816771666208) | > loss_disc_real_4: 0.22385954856872559 (0.2495440125465393) | > loss_disc_real_5: 0.1992817521095276 (0.2216629683971405) | > loss_0: 2.5193381309509277 (2.336574077606201) | > loss_gen: 2.0823211669921875 (2.339107767740886) | > loss_kl: 3.0048303604125977 (2.7704912185668946) | > loss_feat: 8.875250816345215 (6.9606138865153) | > loss_mel: 20.790205001831055 (18.301219304402668) | > loss_duration: 2.3442442417144775 (2.2969533443450927) | > loss_1: 37.09685516357422 (32.668386205037436)  --> STEP: 16 | > loss_disc: 2.6808817386627197 (2.3580933064222336) | > loss_disc_real_0: 0.1398707926273346 (0.12510198168456554) | > loss_disc_real_1: 0.2228461354970932 (0.15744041465222836) | > loss_disc_real_2: 0.29096749424934387 (0.23011876363307238) | > loss_disc_real_3: 0.2470766007900238 (0.2194218197837472) | > loss_disc_real_4: 0.24088023602962494 (0.24900252651423216) | > loss_disc_real_5: 0.21648208796977997 (0.22133916337043047) | > loss_0: 2.6808817386627197 (2.3580933064222336) | > loss_gen: 2.234992027282715 (2.33260053396225) | > loss_kl: 2.724928855895996 (2.7676435708999634) | > loss_feat: 6.80049467086792 (6.950606435537338) | > loss_mel: 17.542943954467773 (18.25382709503174) | > loss_duration: 2.3128910064697266 (2.2979494482278824) | > loss_1: 31.61625099182129 (32.602627754211426)  --> STEP: 17 | > loss_disc: 2.339906692504883 (2.357023505603566) | > loss_disc_real_0: 0.12163712084293365 (0.12489816634094014) | > loss_disc_real_1: 0.17980141937732697 (0.15875576787135182) | > loss_disc_real_2: 0.22644208371639252 (0.2299024883438559) | > loss_disc_real_3: 0.22891682386398315 (0.21998034943552577) | > loss_disc_real_4: 0.20149417221546173 (0.2462079174378339) | > loss_disc_real_5: 0.19958946108818054 (0.22005976911853342) | > loss_0: 2.339906692504883 (2.357023505603566) | > loss_gen: 2.200896739959717 (2.324853251962101) | > loss_kl: 1.9736777544021606 (2.720939699341269) | > loss_feat: 5.631396293640137 (6.87300583895515) | > loss_mel: 17.810344696044922 (18.227739895091336) | > loss_duration: 2.3760337829589844 (2.3025426443885353) | > loss_1: 29.99234962463379 (32.44908198188333)  --> STEP: 18 | > loss_disc: 1.9747314453125 (2.335785057809618) | > loss_disc_real_0: 0.16971425712108612 (0.12738794916205937) | > loss_disc_real_1: 0.09649658203125 (0.15529692421356836) | > loss_disc_real_2: 0.22968411445617676 (0.22989035646120706) | > loss_disc_real_3: 0.13550451397895813 (0.21528724746571648) | > loss_disc_real_4: 0.1758933663368225 (0.2423015534877777) | > loss_disc_real_5: 0.12647028267383575 (0.2148603532049391) | > loss_0: 1.9747314453125 (2.335785057809618) | > loss_gen: 3.076310157775879 (2.3666008578406443) | > loss_kl: 2.3212385177612305 (2.698734078142378) | > loss_feat: 11.571332931518555 (7.134024010764228) | > loss_mel: 21.19297218322754 (18.392475022210014) | > loss_duration: 2.24741530418396 (2.29948001437717) | > loss_1: 40.40926742553711 (32.89131450653076)  --> STEP: 19 | > loss_disc: 2.3634848594665527 (2.337242942107351) | > loss_disc_real_0: 0.1719830483198166 (0.12973505964404658) | > loss_disc_real_1: 0.14990128576755524 (0.15501294324272558) | > loss_disc_real_2: 0.22449707984924316 (0.2296064997974195) | > loss_disc_real_3: 0.23185859620571136 (0.2161594237151899) | > loss_disc_real_4: 0.3297427296638489 (0.24690372065493935) | > loss_disc_real_5: 0.2818002998828888 (0.21838350829325223) | > loss_0: 2.3634848594665527 (2.337242942107351) | > loss_gen: 2.768587350845337 (2.3877580416829964) | > loss_kl: 1.9227060079574585 (2.6578904955010665) | > loss_feat: 6.608487606048584 (7.10636419998972) | > loss_mel: 19.441165924072266 (18.447669280202764) | > loss_duration: 2.284012794494629 (2.298665950172826) | > loss_1: 33.024959564208984 (32.898348456934876)  --> STEP: 20 | > loss_disc: 2.1914236545562744 (2.3299519777297975) | > loss_disc_real_0: 0.10154996812343597 (0.12832580506801605) | > loss_disc_real_1: 0.10298324376344681 (0.15241145826876162) | > loss_disc_real_2: 0.21513520181179047 (0.22888293489813805) | > loss_disc_real_3: 0.20638661086559296 (0.21567078307271004) | > loss_disc_real_4: 0.2470148503780365 (0.2469092771410942) | > loss_disc_real_5: 0.22416119277477264 (0.21867239251732826) | > loss_0: 2.1914236545562744 (2.3299519777297975) | > loss_gen: 2.460770606994629 (2.3914086699485777) | > loss_kl: 2.201789617538452 (2.6350854516029356) | > loss_feat: 8.305123329162598 (7.166302156448364) | > loss_mel: 20.167694091796875 (18.53367052078247) | > loss_duration: 2.302077293395996 (2.298836517333984) | > loss_1: 35.43745422363281 (33.025303745269774)  --> STEP: 21 | > loss_disc: 2.1319427490234375 (2.320522966839018) | > loss_disc_real_0: 0.07622908055782318 (0.12584500866276876) | > loss_disc_real_1: 0.16734258830547333 (0.153122464460986) | > loss_disc_real_2: 0.34738922119140625 (0.23452609138829367) | > loss_disc_real_3: 0.22420212626457214 (0.21607703751041776) | > loss_disc_real_4: 0.2706652879714966 (0.24804051575206576) | > loss_disc_real_5: 0.2227499783039093 (0.21886656326907022) | > loss_0: 2.1319427490234375 (2.320522966839018) | > loss_gen: 2.8952465057373047 (2.415400947843279) | > loss_kl: 2.4015910625457764 (2.6239666711716425) | > loss_feat: 6.8609089851379395 (7.151759624481201) | > loss_mel: 17.22610092163086 (18.47140530177525) | > loss_duration: 2.1657791137695312 (2.292500450497582) | > loss_1: 31.54962730407715 (32.955033438546316)  --> STEP: 22 | > loss_disc: 2.261587619781494 (2.3178440874273125) | > loss_disc_real_0: 0.10474754124879837 (0.12488603287122467) | > loss_disc_real_1: 0.1259724646806717 (0.1518883735618808) | > loss_disc_real_2: 0.21860991418361664 (0.23380262878808108) | > loss_disc_real_3: 0.2028978317975998 (0.21547798270528967) | > loss_disc_real_4: 0.23543418943881989 (0.24746750091964548) | > loss_disc_real_5: 0.21593418717384338 (0.2187332734465599) | > loss_0: 2.261587619781494 (2.3178440874273125) | > loss_gen: 2.2526965141296387 (2.4080052917653862) | > loss_kl: 1.8248491287231445 (2.5876431465148926) | > loss_feat: 6.70017671585083 (7.131233128634366) | > loss_mel: 16.920442581176758 (18.4009069962935) | > loss_duration: 2.161501884460449 (2.2865459702231665) | > loss_1: 29.859668731689453 (32.814335042780094)  --> STEP: 23 | > loss_disc: 2.440053701400757 (2.323157548904419) | > loss_disc_real_0: 0.2457265704870224 (0.13013996928930283) | > loss_disc_real_1: 0.1996670961380005 (0.15396570932605994) | > loss_disc_real_2: 0.16216813027858734 (0.23068808537462485) | > loss_disc_real_3: 0.25263136625289917 (0.21709334720735965) | > loss_disc_real_4: 0.29971376061439514 (0.24973907742811285) | > loss_disc_real_5: 0.23569205403327942 (0.21947061173293902) | > loss_0: 2.440053701400757 (2.323157548904419) | > loss_gen: 2.5081801414489746 (2.412360720012499) | > loss_kl: 2.515843629837036 (2.584521428398464) | > loss_feat: 4.610830783843994 (7.021650417991307) | > loss_mel: 16.51454734802246 (18.318891359412152) | > loss_duration: 2.293849229812622 (2.286863503248795) | > loss_1: 28.443252563476562 (32.624287978462554)  --> STEP: 24 | > loss_disc: 2.298058032989502 (2.3221117357412973) | > loss_disc_real_0: 0.1221841424703598 (0.1298084765051802) | > loss_disc_real_1: 0.12437768280506134 (0.152732874887685) | > loss_disc_real_2: 0.3010534942150116 (0.23361997740964094) | > loss_disc_real_3: 0.2339218258857727 (0.2177945338189602) | > loss_disc_real_4: 0.24801331758499146 (0.2496671707679828) | > loss_disc_real_5: 0.2718046009540558 (0.22165119461715221) | > loss_0: 2.298058032989502 (2.3221117357412973) | > loss_gen: 2.5510611534118652 (2.4181399047374725) | > loss_kl: 2.598440647125244 (2.585101395845413) | > loss_feat: 5.949168682098389 (6.9769636789957685) | > loss_mel: 18.11860466003418 (18.310546080271404) | > loss_duration: 2.400536060333252 (2.2915998597939806) | > loss_1: 31.61781120300293 (32.58235144615174)  --> STEP: 25 | > loss_disc: 2.4683122634887695 (2.3279597568511963) | > loss_disc_real_0: 0.14841914176940918 (0.13055290311574935) | > loss_disc_real_1: 0.2576639950275421 (0.15693011969327927) | > loss_disc_real_2: 0.2828400135040283 (0.23558877885341645) | > loss_disc_real_3: 0.22186745703220367 (0.21795745074748993) | > loss_disc_real_4: 0.2692359387874603 (0.2504499214887619) | > loss_disc_real_5: 0.24237574636936188 (0.2224801766872406) | > loss_0: 2.4683122634887695 (2.3279597568511963) | > loss_gen: 2.4796080589294434 (2.4205986309051513) | > loss_kl: 2.6349761486053467 (2.5870963859558107) | > loss_feat: 6.0062384605407715 (6.938134670257568) | > loss_mel: 14.914640426635742 (18.174709854125975) | > loss_duration: 2.3370728492736816 (2.2934187793731686) | > loss_1: 28.372535705566406 (32.41395881652833)  --> STEP: 26 | > loss_disc: 2.561635971069336 (2.336947303551894) | > loss_disc_real_0: 0.10383027791976929 (0.12952510983898088) | > loss_disc_real_1: 0.0623302198946476 (0.15329166200871652) | > loss_disc_real_2: 0.12261589616537094 (0.23124366798079932) | > loss_disc_real_3: 0.09343273192644119 (0.2131680384851419) | > loss_disc_real_4: 0.1499095857143402 (0.24658298549743798) | > loss_disc_real_5: 0.18523897230625153 (0.22104782267258719) | > loss_0: 2.561635971069336 (2.336947303551894) | > loss_gen: 1.8277497291564941 (2.3977967500686646) | > loss_kl: 2.411628484725952 (2.580347620523893) | > loss_feat: 15.288823127746582 (7.2593149955456076) | > loss_mel: 22.313125610351562 (18.33387969090388) | > loss_duration: 2.261164665222168 (2.292178236521207) | > loss_1: 44.10249328613281 (32.86351783459004) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025760393876295825 (+0.00011159823491023154) | > avg_loss_disc: 2.336947303551894 (-0.036545262886927166) | > avg_loss_disc_real_0: 0.12952510983898088 (+0.02151720741620429) | > avg_loss_disc_real_1: 0.15329166200871652 (-0.03585053392900869) | > avg_loss_disc_real_2: 0.23124366798079932 (+0.0009918396289532172) | > avg_loss_disc_real_3: 0.2131680384851419 (-0.031127932266547087) | > avg_loss_disc_real_4: 0.24658298549743798 (+0.02878884111459437) | > avg_loss_disc_real_5: 0.22104782267258719 (-0.01986871974972576) | > avg_loss_0: 2.336947303551894 (-0.036545262886927166) | > avg_loss_gen: 2.3977967500686646 (+0.0837289736821103) | > avg_loss_kl: 2.580347620523893 (+0.0847011575332055) | > avg_loss_feat: 7.2593149955456076 (-0.06490797262925341) | > avg_loss_mel: 18.33387969090388 (-0.37589051173283394) | > avg_loss_duration: 2.292178236521207 (-0.00854415159959121) | > avg_loss_1: 32.86351783459004 (-0.2809121792132885)  > EPOCH: 320/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:03:23)   --> TIME: 2024-06-11 05:03:33 -- STEP: 24/330 -- GLOBAL_STEP: 193625 | > loss_disc: 2.3006012439727783 (2.2892067730426784) | > loss_disc_real_0: 0.08452661335468292 (0.09680159979810317) | > loss_disc_real_1: 0.14645983278751373 (0.19957269417742887) | > loss_disc_real_2: 0.22757746279239655 (0.21025817282497883) | > loss_disc_real_3: 0.25629162788391113 (0.2266700528562069) | > loss_disc_real_4: 0.24299992620944977 (0.22441799441973367) | > loss_disc_real_5: 0.22384653985500336 (0.21992589781681696) | > loss_0: 2.3006012439727783 (2.2892067730426784) | > grad_norm_0: tensor(18.9315, device='cuda:0') (tensor(12.3453, device='cuda:0')) | > loss_gen: 2.5621564388275146 (2.5577949384848275) | > loss_kl: 1.908807635307312 (1.8261229246854782) | > loss_feat: 7.085354328155518 (7.284842431545258) | > loss_mel: 18.604354858398438 (18.625333229700725) | > loss_duration: 2.0241851806640625 (2.1152782738208766) | > loss_1: 32.18486022949219 (32.409371693929046) | > grad_norm_1: tensor(240.4254, device='cuda:0') (tensor(194.6055, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3584 (0.356221338113149) | > loader_time: 0.0037 (0.003449042638142904)  --> TIME: 2024-06-11 05:03:42 -- STEP: 49/330 -- GLOBAL_STEP: 193650 | > loss_disc: 2.196263551712036 (2.300124226784219) | > loss_disc_real_0: 0.07999468594789505 (0.10372144668077936) | > loss_disc_real_1: 0.20726889371871948 (0.19905858167580195) | > loss_disc_real_2: 0.21477827429771423 (0.21090144770486013) | > loss_disc_real_3: 0.21049028635025024 (0.22507460050436914) | > loss_disc_real_4: 0.2185182273387909 (0.22434166682009793) | > loss_disc_real_5: 0.17713390290737152 (0.21636919920541803) | > loss_0: 2.196263551712036 (2.300124226784219) | > grad_norm_0: tensor(5.7589, device='cuda:0') (tensor(11.0771, device='cuda:0')) | > loss_gen: 2.6007354259490967 (2.538326000680729) | > loss_kl: 1.815860390663147 (1.8092504447820235) | > loss_feat: 7.844488620758057 (7.258880118934476) | > loss_mel: 18.370588302612305 (18.509376097698603) | > loss_duration: 1.9984172582626343 (2.0648577845826446) | > loss_1: 32.630088806152344 (32.18069045397702) | > grad_norm_1: tensor(103.3740, device='cuda:0') (tensor(150.7625, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3642 (0.3598376877453862) | > loader_time: 0.0036 (0.003568021618590063)  --> TIME: 2024-06-11 05:03:51 -- STEP: 74/330 -- GLOBAL_STEP: 193675 | > loss_disc: 2.3094747066497803 (2.308073478776055) | > loss_disc_real_0: 0.12848706543445587 (0.10678570093335332) | > loss_disc_real_1: 0.20529155433177948 (0.1995553400468182) | > loss_disc_real_2: 0.1986418217420578 (0.2117014462883408) | > loss_disc_real_3: 0.2240118533372879 (0.22651836195507566) | > loss_disc_real_4: 0.22905908524990082 (0.22518276564172796) | > loss_disc_real_5: 0.24037091434001923 (0.21710444845863291) | > loss_0: 2.3094747066497803 (2.308073478776055) | > grad_norm_0: tensor(8.2021, device='cuda:0') (tensor(11.4263, device='cuda:0')) | > loss_gen: 2.6203367710113525 (2.532632412137212) | > loss_kl: 2.0251712799072266 (1.8227033244596946) | > loss_feat: 7.206442832946777 (7.3225807241491365) | > loss_mel: 18.780906677246094 (18.51916220381453) | > loss_duration: 1.9615802764892578 (2.0459876092704574) | > loss_1: 32.59443664550781 (32.243066220670144) | > grad_norm_1: tensor(241.7661, device='cuda:0') (tensor(151.1275, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3664 (0.3587245296787571) | > loader_time: 0.0038 (0.003587577794049237)  --> TIME: 2024-06-11 05:04:00 -- STEP: 99/330 -- GLOBAL_STEP: 193700 | > loss_disc: 2.310682773590088 (2.313337810111767) | > loss_disc_real_0: 0.15682151913642883 (0.10837274466199104) | > loss_disc_real_1: 0.17834007740020752 (0.19941085531856073) | > loss_disc_real_2: 0.24279911816120148 (0.2128019356968427) | > loss_disc_real_3: 0.2448684424161911 (0.22700190544128418) | > loss_disc_real_4: 0.20123454928398132 (0.22515405293064888) | > loss_disc_real_5: 0.19975461065769196 (0.21527559859584075) | > loss_0: 2.310682773590088 (2.313337810111767) | > grad_norm_0: tensor(14.0999, device='cuda:0') (tensor(12.2616, device='cuda:0')) | > loss_gen: 2.5564751625061035 (2.5252328087585134) | > loss_kl: 1.8263367414474487 (1.8271614505787088) | > loss_feat: 7.259559154510498 (7.2988854658724085) | > loss_mel: 18.261137008666992 (18.47467584320992) | > loss_duration: 2.036912679672241 (2.041534612877201) | > loss_1: 31.940420150756836 (32.167490063291616) | > grad_norm_1: tensor(272.8844, device='cuda:0') (tensor(163.1711, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3515 (0.3578826008421001) | > loader_time: 0.0042 (0.0036318326237225773)  --> TIME: 2024-06-11 05:04:10 -- STEP: 124/330 -- GLOBAL_STEP: 193725 | > loss_disc: 2.512798309326172 (2.310654740179738) | > loss_disc_real_0: 0.09789751470088959 (0.1097230032206543) | > loss_disc_real_1: 0.1911747008562088 (0.19889353888650094) | > loss_disc_real_2: 0.24833141267299652 (0.2128801081449755) | > loss_disc_real_3: 0.2156083732843399 (0.2260292453631278) | > loss_disc_real_4: 0.21006208658218384 (0.22402720189382952) | > loss_disc_real_5: 0.2047092169523239 (0.21405463257143575) | > loss_0: 2.512798309326172 (2.310654740179738) | > grad_norm_0: tensor(17.8237, device='cuda:0') (tensor(14.5231, device='cuda:0')) | > loss_gen: 2.4228124618530273 (2.538482198792119) | > loss_kl: 1.883807897567749 (1.834908197003026) | > loss_feat: 7.388739109039307 (7.351624938749498) | > loss_mel: 19.118682861328125 (18.482045142881326) | > loss_duration: 2.0579652786254883 (2.042281102749609) | > loss_1: 32.872005462646484 (32.24934145712083) | > grad_norm_1: tensor(242.0903, device='cuda:0') (tensor(185.8154, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3565 (0.35878170113409713) | > loader_time: 0.0039 (0.0037000294654600083)  --> TIME: 2024-06-11 05:04:19 -- STEP: 149/330 -- GLOBAL_STEP: 193750 | > loss_disc: 2.2014822959899902 (2.312739626673243) | > loss_disc_real_0: 0.09901362657546997 (0.11061753662640617) | > loss_disc_real_1: 0.2029813975095749 (0.19954421306216474) | > loss_disc_real_2: 0.2046317756175995 (0.21359678542854008) | > loss_disc_real_3: 0.21847224235534668 (0.2260260744982918) | > loss_disc_real_4: 0.21415548026561737 (0.22417103504174507) | > loss_disc_real_5: 0.1889561265707016 (0.21414903416329586) | > loss_0: 2.2014822959899902 (2.312739626673243) | > grad_norm_0: tensor(14.6154, device='cuda:0') (tensor(17.2693, device='cuda:0')) | > loss_gen: 2.7396135330200195 (2.54475338987056) | > loss_kl: 2.059706926345825 (1.841899231776295) | > loss_feat: 7.275080680847168 (7.357374127279192) | > loss_mel: 18.68316650390625 (18.47450744065661) | > loss_duration: 2.077275276184082 (2.0444669803516975) | > loss_1: 32.834842681884766 (32.26300107712712) | > grad_norm_1: tensor(373.4860, device='cuda:0') (tensor(209.1251, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3722 (0.3618089752709306) | > loader_time: 0.0043 (0.003845549269810619)  --> TIME: 2024-06-11 05:04:29 -- STEP: 174/330 -- GLOBAL_STEP: 193775 | > loss_disc: 2.3154892921447754 (2.312409875036656) | > loss_disc_real_0: 0.06041935086250305 (0.1111250301373416) | > loss_disc_real_1: 0.1805030107498169 (0.19943066309580856) | > loss_disc_real_2: 0.23772644996643066 (0.21328204150857602) | > loss_disc_real_3: 0.22303682565689087 (0.2257043013627502) | > loss_disc_real_4: 0.21784678101539612 (0.2234074772260655) | > loss_disc_real_5: 0.20507243275642395 (0.21426804937507918) | > loss_0: 2.3154892921447754 (2.312409875036656) | > grad_norm_0: tensor(31.5773, device='cuda:0') (tensor(19.7975, device='cuda:0')) | > loss_gen: 2.4814491271972656 (2.551891500922456) | > loss_kl: 1.8532555103302002 (1.8455460914250077) | > loss_feat: 7.123459815979004 (7.39299473817321) | > loss_mel: 18.57843780517578 (18.469790853303035) | > loss_duration: 2.1302664279937744 (2.0479088021420884) | > loss_1: 32.1668701171875 (32.308131930471816) | > grad_norm_1: tensor(406.3177, device='cuda:0') (tensor(228.1881, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.3902 (0.36551124474097957) | > loader_time: 0.0043 (0.003992380767033018)  --> TIME: 2024-06-11 05:04:39 -- STEP: 199/330 -- GLOBAL_STEP: 193800 | > loss_disc: 2.3638784885406494 (2.3134916068321494) | > loss_disc_real_0: 0.1382397711277008 (0.11214191882155049) | > loss_disc_real_1: 0.20795120298862457 (0.1988811098301231) | > loss_disc_real_2: 0.23338165879249573 (0.21345292907863408) | > loss_disc_real_3: 0.2439708262681961 (0.2262959720651109) | > loss_disc_real_4: 0.24258849024772644 (0.22360648933667035) | > loss_disc_real_5: 0.22835148870944977 (0.2146206857571051) | > loss_0: 2.3638784885406494 (2.3134916068321494) | > grad_norm_0: tensor(26.5437, device='cuda:0') (tensor(21.3625, device='cuda:0')) | > loss_gen: 2.5294487476348877 (2.551699088446459) | > loss_kl: 1.8336461782455444 (1.8519561105038054) | > loss_feat: 6.800778865814209 (7.380289041816289) | > loss_mel: 17.843101501464844 (18.421545661274504) | > loss_duration: 2.164210796356201 (2.054766090671021) | > loss_1: 31.171188354492188 (32.26025591902993) | > grad_norm_1: tensor(252.7291, device='cuda:0') (tensor(242.8943, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.402 (0.36891718006613283) | > loader_time: 0.0046 (0.0041182244842375955)  --> TIME: 2024-06-11 05:04:50 -- STEP: 224/330 -- GLOBAL_STEP: 193825 | > loss_disc: 2.3243675231933594 (2.311818279325962) | > loss_disc_real_0: 0.13535574078559875 (0.112884049836014) | > loss_disc_real_1: 0.20571671426296234 (0.19857425754889846) | > loss_disc_real_2: 0.2231362760066986 (0.212871958501637) | > loss_disc_real_3: 0.19957789778709412 (0.22614061725991114) | > loss_disc_real_4: 0.20674708485603333 (0.2233821299326207) | > loss_disc_real_5: 0.18597412109375 (0.21416888073352833) | > loss_0: 2.3243675231933594 (2.311818279325962) | > grad_norm_0: tensor(38.5682, device='cuda:0') (tensor(21.2009, device='cuda:0')) | > loss_gen: 2.5996930599212646 (2.549209456358637) | > loss_kl: 1.8752479553222656 (1.8563946586634432) | > loss_feat: 7.843014240264893 (7.398673717464719) | > loss_mel: 17.656620025634766 (18.381459219115122) | > loss_duration: 2.1788110733032227 (2.0612790392977844) | > loss_1: 32.153385162353516 (32.24701602118354) | > grad_norm_1: tensor(407.9335, device='cuda:0') (tensor(248.2574, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.4036 (0.37387576592820043) | > loader_time: 0.0054 (0.0042610211031777565)  --> TIME: 2024-06-11 05:05:00 -- STEP: 249/330 -- GLOBAL_STEP: 193850 | > loss_disc: 2.3892741203308105 (2.3142588301356057) | > loss_disc_real_0: 0.1324537694454193 (0.113358320002575) | > loss_disc_real_1: 0.1925351321697235 (0.19888362749273997) | > loss_disc_real_2: 0.24107560515403748 (0.21325510261527988) | > loss_disc_real_3: 0.2444901466369629 (0.2262551528981412) | > loss_disc_real_4: 0.24265038967132568 (0.22387679806914196) | > loss_disc_real_5: 0.24483324587345123 (0.21470723669212988) | > loss_0: 2.3892741203308105 (2.3142588301356057) | > grad_norm_0: tensor(17.4992, device='cuda:0') (tensor(22.0830, device='cuda:0')) | > loss_gen: 2.4963300228118896 (2.547613867794175) | > loss_kl: 1.8316130638122559 (1.8591565966127388) | > loss_feat: 6.428553581237793 (7.388333969805614) | > loss_mel: 17.239423751831055 (18.35529983091546) | > loss_duration: 2.1381747722625732 (2.068609626417658) | > loss_1: 30.13409423828125 (32.219013842234176) | > grad_norm_1: tensor(471.4939, device='cuda:0') (tensor(255.3148, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.4151 (0.37789318551978923) | > loader_time: 0.0062 (0.004414428190055148)  --> TIME: 2024-06-11 05:05:11 -- STEP: 274/330 -- GLOBAL_STEP: 193875 | > loss_disc: 2.2376608848571777 (2.3163577596636586) | > loss_disc_real_0: 0.07978671044111252 (0.11399378584031641) | > loss_disc_real_1: 0.191710963845253 (0.19913157532467463) | > loss_disc_real_2: 0.19440987706184387 (0.21317022168723337) | > loss_disc_real_3: 0.227211594581604 (0.2260580148248777) | > loss_disc_real_4: 0.1923920065164566 (0.22374780198735914) | > loss_disc_real_5: 0.2126515805721283 (0.21498434751355736) | > loss_0: 2.2376608848571777 (2.3163577596636586) | > grad_norm_0: tensor(15.3027, device='cuda:0') (tensor(24.5304, device='cuda:0')) | > loss_gen: 2.699856996536255 (2.5498574597992167) | > loss_kl: 1.9226797819137573 (1.861925445768955) | > loss_feat: 8.394180297851562 (7.405427281873939) | > loss_mel: 17.584169387817383 (18.326135635375977) | > loss_duration: 2.158039093017578 (2.0763358417218623) | > loss_1: 32.75892639160156 (32.21968162146798) | > grad_norm_1: tensor(440.6038, device='cuda:0') (tensor(267.3411, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.4335 (0.38267839215967786) | > loader_time: 0.0068 (0.0045586519867834435)  --> TIME: 2024-06-11 05:05:23 -- STEP: 299/330 -- GLOBAL_STEP: 193900 | > loss_disc: 2.3550426959991455 (2.3185681172437893) | > loss_disc_real_0: 0.11574043333530426 (0.1135122672869609) | > loss_disc_real_1: 0.1407110095024109 (0.1995533162036469) | > loss_disc_real_2: 0.2328299582004547 (0.21320683352125933) | > loss_disc_real_3: 0.22414402663707733 (0.2262528419594302) | > loss_disc_real_4: 0.2569699287414551 (0.2241082591655661) | > loss_disc_real_5: 0.2071213275194168 (0.21533452527578853) | > loss_0: 2.3550426959991455 (2.3185681172437893) | > grad_norm_0: tensor(45.2817, device='cuda:0') (tensor(25.9068, device='cuda:0')) | > loss_gen: 2.529987096786499 (2.5541712663644134) | > loss_kl: 1.996017575263977 (1.867330284022966) | > loss_feat: 7.2861647605896 (7.402980978273628) | > loss_mel: 18.431657791137695 (18.274766957082072) | > loss_duration: 2.2513723373413086 (2.0860301531278176) | > loss_1: 32.495201110839844 (32.18527961016498) | > grad_norm_1: tensor(227.8318, device='cuda:0') (tensor(276.7618, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.4793 (0.38926096185792664) | > loader_time: 0.0073 (0.00472992319725828)  --> TIME: 2024-06-11 05:05:37 -- STEP: 324/330 -- GLOBAL_STEP: 193925 | > loss_disc: 2.3961052894592285 (2.3246894147661) | > loss_disc_real_0: 0.10387688875198364 (0.11500229854366661) | > loss_disc_real_1: 0.23443835973739624 (0.20020500671716387) | > loss_disc_real_2: 0.1919373720884323 (0.2135008175707894) | > loss_disc_real_3: 0.22725966572761536 (0.22667768836757282) | > loss_disc_real_4: 0.23517858982086182 (0.22450879294379258) | > loss_disc_real_5: 0.2456769049167633 (0.21616065709127316) | > loss_0: 2.3961052894592285 (2.3246894147661) | > grad_norm_0: tensor(24.9143, device='cuda:0') (tensor(26.1649, device='cuda:0')) | > loss_gen: 2.389082670211792 (2.547244063865991) | > loss_kl: 2.112550735473633 (1.8742473544897857) | > loss_feat: 9.767459869384766 (7.447840905483858) | > loss_mel: 18.68107795715332 (18.23132269765123) | > loss_duration: 2.289200782775879 (2.0998933153387944) | > loss_1: 35.23937225341797 (32.200548319169) | > grad_norm_1: tensor(163.5851, device='cuda:0') (tensor(282.7693, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.5865 (0.40076237401844567) | > loader_time: 0.0096 (0.005007762967804335)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3852860927581787 (2.3852860927581787) | > loss_disc_real_0: 0.09001291543245316 (0.09001291543245316) | > loss_disc_real_1: 0.37305983901023865 (0.37305983901023865) | > loss_disc_real_2: 0.20371480286121368 (0.20371480286121368) | > loss_disc_real_3: 0.22711169719696045 (0.22711169719696045) | > loss_disc_real_4: 0.24699871242046356 (0.24699871242046356) | > loss_disc_real_5: 0.3270986080169678 (0.3270986080169678) | > loss_0: 2.3852860927581787 (2.3852860927581787) | > loss_gen: 3.0047953128814697 (3.0047953128814697) | > loss_kl: 2.450343132019043 (2.450343132019043) | > loss_feat: 7.202082633972168 (7.202082633972168) | > loss_mel: 18.433767318725586 (18.433767318725586) | > loss_duration: 2.7785582542419434 (2.7785582542419434) | > loss_1: 33.869544982910156 (33.869544982910156)  --> STEP: 1 | > loss_disc: 2.3747503757476807 (2.3747503757476807) | > loss_disc_real_0: 0.07188785076141357 (0.07188785076141357) | > loss_disc_real_1: 0.2101668268442154 (0.2101668268442154) | > loss_disc_real_2: 0.2623955309391022 (0.2623955309391022) | > loss_disc_real_3: 0.27473995089530945 (0.27473995089530945) | > loss_disc_real_4: 0.284172385931015 (0.284172385931015) | > loss_disc_real_5: 0.2466636598110199 (0.2466636598110199) | > loss_0: 2.3747503757476807 (2.3747503757476807) | > loss_gen: 2.5031518936157227 (2.5031518936157227) | > loss_kl: 2.6492698192596436 (2.6492698192596436) | > loss_feat: 6.7369842529296875 (6.7369842529296875) | > loss_mel: 19.49738121032715 (19.49738121032715) | > loss_duration: 2.3722970485687256 (2.3722970485687256) | > loss_1: 33.75908279418945 (33.75908279418945)  --> STEP: 2 | > loss_disc: 2.4709441661834717 (2.422847270965576) | > loss_disc_real_0: 0.05610286444425583 (0.0639953576028347) | > loss_disc_real_1: 0.20385858416557312 (0.20701270550489426) | > loss_disc_real_2: 0.26908281445503235 (0.26573917269706726) | > loss_disc_real_3: 0.2710528075695038 (0.2728963792324066) | > loss_disc_real_4: 0.2494811862707138 (0.2668267861008644) | > loss_disc_real_5: 0.28835931420326233 (0.2675114870071411) | > loss_0: 2.4709441661834717 (2.422847270965576) | > loss_gen: 2.402651071548462 (2.4529014825820923) | > loss_kl: 2.8473966121673584 (2.748333215713501) | > loss_feat: 5.51716423034668 (6.127074241638184) | > loss_mel: 19.709583282470703 (19.603482246398926) | > loss_duration: 2.4735872745513916 (2.4229421615600586) | > loss_1: 32.950382232666016 (33.354732513427734)  --> STEP: 3 | > loss_disc: 2.257326126098633 (2.3676735560099282) | > loss_disc_real_0: 0.09119606763124466 (0.07306226094563802) | > loss_disc_real_1: 0.23559369146823883 (0.21653970082600912) | > loss_disc_real_2: 0.21160641312599182 (0.24769491950670877) | > loss_disc_real_3: 0.2283095270395279 (0.2580340951681137) | > loss_disc_real_4: 0.2796902358531952 (0.27111460268497467) | > loss_disc_real_5: 0.25046345591545105 (0.26182880997657776) | > loss_0: 2.257326126098633 (2.3676735560099282) | > loss_gen: 2.525106906890869 (2.4769699573516846) | > loss_kl: 2.619830369949341 (2.7054989337921143) | > loss_feat: 5.533933162689209 (5.929360548655192) | > loss_mel: 16.969867706298828 (18.725610733032227) | > loss_duration: 2.2132017612457275 (2.3530286947886148) | > loss_1: 29.8619384765625 (32.190467834472656)  --> STEP: 4 | > loss_disc: 2.242802143096924 (2.3364557027816772) | > loss_disc_real_0: 0.08873052150011063 (0.07697932608425617) | > loss_disc_real_1: 0.23888446390628815 (0.22212589159607887) | > loss_disc_real_2: 0.1356736570596695 (0.21968960389494896) | > loss_disc_real_3: 0.18749555945396423 (0.24039946123957634) | > loss_disc_real_4: 0.1857701689004898 (0.24977849423885345) | > loss_disc_real_5: 0.18519839644432068 (0.2426712065935135) | > loss_0: 2.242802143096924 (2.3364557027816772) | > loss_gen: 2.406893730163574 (2.459450900554657) | > loss_kl: 2.195857048034668 (2.5780884623527527) | > loss_feat: 7.737881660461426 (6.3814908266067505) | > loss_mel: 19.36377716064453 (18.885152339935303) | > loss_duration: 2.304116725921631 (2.340800702571869) | > loss_1: 34.00852584838867 (32.64498233795166)  --> STEP: 5 | > loss_disc: 2.4926202297210693 (2.367688608169556) | > loss_disc_real_0: 0.14393562078475952 (0.09037058502435684) | > loss_disc_real_1: 0.19831235706806183 (0.21736318469047547) | > loss_disc_real_2: 0.21501481533050537 (0.21875464618206025) | > loss_disc_real_3: 0.27368587255477905 (0.2470567435026169) | > loss_disc_real_4: 0.23792347311973572 (0.2474074900150299) | > loss_disc_real_5: 0.2205398678779602 (0.23824493885040282) | > loss_0: 2.4926202297210693 (2.367688608169556) | > loss_gen: 2.190065860748291 (2.4055738925933836) | > loss_kl: 2.0424795150756836 (2.470966672897339) | > loss_feat: 5.832258224487305 (6.2716443061828615) | > loss_mel: 20.148563385009766 (19.137834548950195) | > loss_duration: 2.415322780609131 (2.3557051181793214) | > loss_1: 32.62868881225586 (32.6417236328125)  --> STEP: 6 | > loss_disc: 2.3649189472198486 (2.367226998011271) | > loss_disc_real_0: 0.14672213792800903 (0.09976251050829887) | > loss_disc_real_1: 0.2083290070295334 (0.2158574884136518) | > loss_disc_real_2: 0.2531602382659912 (0.22448891152938208) | > loss_disc_real_3: 0.2766178548336029 (0.25198359539111453) | > loss_disc_real_4: 0.271957665681839 (0.2514991859594981) | > loss_disc_real_5: 0.22464512288570404 (0.23597830285628638) | > loss_0: 2.3649189472198486 (2.367226998011271) | > loss_gen: 2.5785536766052246 (2.4344038565953574) | > loss_kl: 2.043626546859741 (2.3997433185577393) | > loss_feat: 5.6014275550842285 (6.159941514333089) | > loss_mel: 18.69517707824707 (19.064058303833008) | > loss_duration: 2.1987342834472656 (2.3295433123906455) | > loss_1: 31.11751937866211 (32.3876895904541)  --> STEP: 7 | > loss_disc: 2.498201608657837 (2.385937656675066) | > loss_disc_real_0: 0.15900056064128876 (0.108225089098726) | > loss_disc_real_1: 0.3027776777744293 (0.2282746583223343) | > loss_disc_real_2: 0.20382729172706604 (0.22153725155762263) | > loss_disc_real_3: 0.29752856492996216 (0.2584900196109499) | > loss_disc_real_4: 0.3556966185569763 (0.26638453347342356) | > loss_disc_real_5: 0.31345877051353455 (0.2470469410930361) | > loss_0: 2.498201608657837 (2.385937656675066) | > loss_gen: 2.936800956726074 (2.5061748708997453) | > loss_kl: 3.945707082748413 (2.6205952848706926) | > loss_feat: 5.31674337387085 (6.039484637124198) | > loss_mel: 17.91476821899414 (18.899874005998885) | > loss_duration: 2.580075740814209 (2.3653336593082974) | > loss_1: 32.694095611572266 (32.43146187918527)  --> STEP: 8 | > loss_disc: 2.3832147121429443 (2.385597288608551) | > loss_disc_real_0: 0.17558427155017853 (0.11664498690515757) | > loss_disc_real_1: 0.25005078315734863 (0.23099667392671108) | > loss_disc_real_2: 0.2165190875530243 (0.22090998105704784) | > loss_disc_real_3: 0.3343930244445801 (0.2679778952151537) | > loss_disc_real_4: 0.24570757150650024 (0.26379991322755814) | > loss_disc_real_5: 0.24306713044643402 (0.24654946476221085) | > loss_0: 2.3832147121429443 (2.385597288608551) | > loss_gen: 2.8006906509399414 (2.54298934340477) | > loss_kl: 2.6455883979797363 (2.623719424009323) | > loss_feat: 9.193804740905762 (6.433774650096893) | > loss_mel: 20.959789276123047 (19.157363414764404) | > loss_duration: 2.19399356842041 (2.3439161479473114) | > loss_1: 37.79386520385742 (33.10176229476929)  --> STEP: 9 | > loss_disc: 2.3332977294921875 (2.3797862264845104) | > loss_disc_real_0: 0.14744892716407776 (0.12006764693392648) | > loss_disc_real_1: 0.25828516483306885 (0.23402872847186196) | > loss_disc_real_2: 0.1971205621957779 (0.21826671229468453) | > loss_disc_real_3: 0.3227214515209198 (0.27406051258246106) | > loss_disc_real_4: 0.2211064249277115 (0.25905619230535293) | > loss_disc_real_5: 0.1629294902086258 (0.23725835647847918) | > loss_0: 2.3332977294921875 (2.3797862264845104) | > loss_gen: 2.5320162773132324 (2.5417701138390436) | > loss_kl: 2.404862642288208 (2.599402003818088) | > loss_feat: 7.701564788818359 (6.574640221065945) | > loss_mel: 20.088199615478516 (19.260789659288193) | > loss_duration: 2.140984296798706 (2.3213681644863553) | > loss_1: 34.86762619018555 (33.29796939425998)  --> STEP: 10 | > loss_disc: 2.463451862335205 (2.3881527900695803) | > loss_disc_real_0: 0.24840594828128815 (0.13290147706866265) | > loss_disc_real_1: 0.2950974404811859 (0.24013559967279435) | > loss_disc_real_2: 0.20425008237361908 (0.21686504930257797) | > loss_disc_real_3: 0.2299281656742096 (0.2696472778916359) | > loss_disc_real_4: 0.2420557141304016 (0.2573561444878578) | > loss_disc_real_5: 0.2391422539949417 (0.23744674623012543) | > loss_0: 2.463451862335205 (2.3881527900695803) | > loss_gen: 2.5528433322906494 (2.542877435684204) | > loss_kl: 2.280730724334717 (2.567534875869751) | > loss_feat: 5.922412872314453 (6.509417486190796) | > loss_mel: 18.3348388671875 (19.168194580078126) | > loss_duration: 2.338068723678589 (2.3230382204055786) | > loss_1: 31.42889404296875 (33.11106185913086)  --> STEP: 11 | > loss_disc: 2.427215099334717 (2.3917039090936836) | > loss_disc_real_0: 0.17271199822425842 (0.13652061535553497) | > loss_disc_real_1: 0.19018256664276123 (0.23559441485188223) | > loss_disc_real_2: 0.16481810808181763 (0.21213350919159976) | > loss_disc_real_3: 0.25042688846588135 (0.26789996976202185) | > loss_disc_real_4: 0.23692134022712708 (0.25549843500960956) | > loss_disc_real_5: 0.16620413959026337 (0.23097014562650162) | > loss_0: 2.427215099334717 (2.3917039090936836) | > loss_gen: 2.1964032649993896 (2.5113797838037666) | > loss_kl: 3.2590103149414062 (2.6303962794217197) | > loss_feat: 6.976906776428223 (6.551916512576017) | > loss_mel: 18.466365814208984 (19.104391964999113) | > loss_duration: 2.439359426498413 (2.3336128755049272) | > loss_1: 33.338043212890625 (33.131696527654476)  --> STEP: 12 | > loss_disc: 2.434706926345825 (2.395287493864695) | > loss_disc_real_0: 0.11236134171485901 (0.1345073425521453) | > loss_disc_real_1: 0.2821407914161682 (0.23947327956557274) | > loss_disc_real_2: 0.20830488204956055 (0.21181445692976317) | > loss_disc_real_3: 0.2928590476512909 (0.26997989291946095) | > loss_disc_real_4: 0.22701790928840637 (0.25312505786617595) | > loss_disc_real_5: 0.21668298542499542 (0.22977954894304276) | > loss_0: 2.434706926345825 (2.395287493864695) | > loss_gen: 2.542556047439575 (2.513977805773417) | > loss_kl: 2.0559682846069336 (2.582527279853821) | > loss_feat: 6.900487422943115 (6.580964088439941) | > loss_mel: 19.469310760498047 (19.134801864624023) | > loss_duration: 2.2596566677093506 (2.327449858188629) | > loss_1: 33.22797775268555 (33.13971996307373)  --> STEP: 13 | > loss_disc: 2.5230677127838135 (2.4051167414738583) | > loss_disc_real_0: 0.1334918886423111 (0.13442923071292728) | > loss_disc_real_1: 0.2879363000392914 (0.24320120421739724) | > loss_disc_real_2: 0.266576886177063 (0.21602695148724776) | > loss_disc_real_3: 0.25882768630981445 (0.26912203087256503) | > loss_disc_real_4: 0.2572387456893921 (0.2534414953910388) | > loss_disc_real_5: 0.22502942383289337 (0.2294141547038005) | > loss_0: 2.5230677127838135 (2.4051167414738583) | > loss_gen: 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(19.130891254970006) | > loss_duration: 2.3832974433898926 (2.3211505583354404) | > loss_1: 34.26747131347656 (33.129471915108816)  --> STEP: 15 | > loss_disc: 2.653378963470459 (2.432353941599528) | > loss_disc_real_0: 0.28017380833625793 (0.14477508316437404) | > loss_disc_real_1: 0.3281552195549011 (0.2464729756116867) | > loss_disc_real_2: 0.21989797055721283 (0.21656354367733002) | > loss_disc_real_3: 0.3190343379974365 (0.2741571178038915) | > loss_disc_real_4: 0.3008759915828705 (0.25546586811542515) | > loss_disc_real_5: 0.27410128712654114 (0.2323910007874171) | > loss_0: 2.653378963470459 (2.432353941599528) | > loss_gen: 2.7070136070251465 (2.505838902791341) | > loss_kl: 2.727102041244507 (2.601568841934204) | > loss_feat: 7.178532600402832 (6.632371107737224) | > loss_mel: 18.325916290283203 (19.07722625732422) | > loss_duration: 2.358189582824707 (2.323619826634725) | > loss_1: 33.296756744384766 (33.14062423706055)  --> STEP: 16 | > loss_disc: 2.574350118637085 (2.4412287026643753) | > loss_disc_real_0: 0.23315535485744476 (0.15029885014519095) | > loss_disc_real_1: 0.22816216945648193 (0.2453285502269864) | > loss_disc_real_2: 0.20452484488487244 (0.21581112500280142) | > loss_disc_real_3: 0.2722230851650238 (0.27403624076396227) | > loss_disc_real_4: 0.3014528453350067 (0.258340054191649) | > loss_disc_real_5: 0.21562474966049194 (0.23134311009198427) | > loss_0: 2.574350118637085 (2.4412287026643753) | > loss_gen: 2.3003833293914795 (2.49299792945385) | > loss_kl: 2.762819528579712 (2.6116470098495483) | > loss_feat: 6.624115943908691 (6.63185515999794) | > loss_mel: 17.677515029907227 (18.989744305610657) | > loss_duration: 2.3351287841796875 (2.324339136481285) | > loss_1: 31.699960708618164 (33.0505827665329)  --> STEP: 17 | > loss_disc: 2.6155946254730225 (2.4514855216531193) | > loss_disc_real_0: 0.1960412859916687 (0.152989581665572) | > loss_disc_real_1: 0.2993384301662445 (0.24850560198811925) | > loss_disc_real_2: 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loss_disc_real_5: 0.20154298841953278 (0.23144856095314026) | > loss_0: 2.4780523777008057 (2.452961458100213) | > loss_gen: 2.194329261779785 (2.4638901948928833) | > loss_kl: 3.0520877838134766 (2.628557562828064) | > loss_feat: 8.429855346679688 (6.598307953940497) | > loss_mel: 17.810117721557617 (18.82781834072537) | > loss_duration: 2.250276803970337 (2.326581358909607) | > loss_1: 33.73666763305664 (32.84515465630425)  --> STEP: 19 | > loss_disc: 2.6610946655273438 (2.463915837438483) | > loss_disc_real_0: 0.17082670331001282 (0.15292573563362422) | > loss_disc_real_1: 0.34069758653640747 (0.2550561122204128) | > loss_disc_real_2: 0.19489796459674835 (0.21787419993626445) | > loss_disc_real_3: 0.32735779881477356 (0.27373047486731883) | > loss_disc_real_4: 0.23606045544147491 (0.25433735235741267) | > loss_disc_real_5: 0.23846380412578583 (0.23181778427801633) | > loss_0: 2.6610946655273438 (2.463915837438483) | > loss_gen: 2.3551883697509766 (2.458169046201204) | > loss_kl: 1.6968019008636475 (2.5795177911457263) | > loss_feat: 7.280304908752441 (6.634202530509548) | > loss_mel: 17.105876922607422 (18.73718984503495) | > loss_duration: 2.3007845878601074 (2.325223634117528) | > loss_1: 30.73895835876465 (32.73430221959164)  --> STEP: 20 | > loss_disc: 2.37524151802063 (2.45948212146759) | > loss_disc_real_0: 0.11615025997161865 (0.15108696185052395) | > loss_disc_real_1: 0.24022655189037323 (0.2543146342039108) | > loss_disc_real_2: 0.2654873728752136 (0.2202548585832119) | > loss_disc_real_3: 0.25455784797668457 (0.2727718435227871) | > loss_disc_real_4: 0.2055898904800415 (0.2518999792635441) | > loss_disc_real_5: 0.2089221477508545 (0.23067300245165825) | > loss_0: 2.37524151802063 (2.45948212146759) | > loss_gen: 2.516610622406006 (2.461091125011444) | > loss_kl: 2.0362207889556885 (2.5523529410362245) | > loss_feat: 6.049722671508789 (6.604978537559509) | > loss_mel: 19.372278213500977 (18.768944263458252) | > loss_duration: 2.3550896644592285 (2.326716935634613) | > loss_1: 32.32992172241211 (32.714083194732666)  --> STEP: 21 | > loss_disc: 2.322051525115967 (2.452937807355608) | > loss_disc_real_0: 0.1607639342546463 (0.15154777006024406) | > loss_disc_real_1: 0.23714537918567657 (0.253497050631614) | > loss_disc_real_2: 0.24587775766849518 (0.22147499663489206) | > loss_disc_real_3: 0.24479374289512634 (0.271439553016708) | > loss_disc_real_4: 0.24735631048679352 (0.2516836140836989) | > loss_disc_real_5: 0.23517273366451263 (0.23088727536655607) | > loss_0: 2.322051525115967 (2.452937807355608) | > loss_gen: 2.5720419883728027 (2.466374499457223) | > loss_kl: 1.9871063232421875 (2.5254364354269847) | > loss_feat: 5.832736492156982 (6.568205106826055) | > loss_mel: 16.074804306030273 (18.64065188453311) | > loss_duration: 2.1715633869171143 (2.3193286714099703) | > loss_1: 28.638254165649414 (32.51999609810965)  --> STEP: 22 | > loss_disc: 2.306871175765991 (2.4462984150106255) | > loss_disc_real_0: 0.13425412774085999 (0.15076169540936296) | > loss_disc_real_1: 0.269563764333725 (0.25422735579989175) | > loss_disc_real_2: 0.15532836318016052 (0.2184683314778588) | > loss_disc_real_3: 0.26860010623931885 (0.2713104872540994) | > loss_disc_real_4: 0.2548425793647766 (0.251827203414657) | > loss_disc_real_5: 0.2484489530324936 (0.23168553344228052) | > loss_0: 2.306871175765991 (2.4462984150106255) | > loss_gen: 2.5850670337677 (2.471769614653154) | > loss_kl: 2.1920342445373535 (2.510281790386547) | > loss_feat: 8.784628868103027 (6.668951641429555) | > loss_mel: 20.88785743713379 (18.742797591469504) | > loss_duration: 2.1927542686462402 (2.3135752894661645) | > loss_1: 36.64234161376953 (32.707375439730555)  --> STEP: 23 | > loss_disc: 2.6428446769714355 (2.4548439046610957) | > loss_disc_real_0: 0.18799827992916107 (0.15238067734500635) | > loss_disc_real_1: 0.2469559907913208 (0.25391120949517126) | > loss_disc_real_2: 0.23443852365016937 (0.2191626876592636) | > loss_disc_real_3: 0.2821979820728302 (0.27178385659404425) | > loss_disc_real_4: 0.38456547260284424 (0.2575984325097956) | > loss_disc_real_5: 0.3705171048641205 (0.23772168872149094) | > loss_0: 2.6428446769714355 (2.4548439046610957) | > loss_gen: 2.746377944946289 (2.4837091072745947) | > loss_kl: 2.8635435104370117 (2.5256409956061323) | > loss_feat: 6.719914436340332 (6.671167415121327) | > loss_mel: 17.10439109802246 (18.671562526537024) | > loss_duration: 2.2921504974365234 (2.3126437767692236) | > loss_1: 31.726377487182617 (32.66472335483717)  --> STEP: 24 | > loss_disc: 2.787094831466675 (2.4686876932779946) | > loss_disc_real_0: 0.08516259491443634 (0.14957992391039926) | > loss_disc_real_1: 0.22371375560760498 (0.252652982249856) | > loss_disc_real_2: 0.23099088668823242 (0.21965552928547064) | > loss_disc_real_3: 0.3722527027130127 (0.2759700585156679) | > loss_disc_real_4: 0.3159109950065613 (0.2600281226138275) | > loss_disc_real_5: 0.35047057271003723 (0.24241955888768038) | > loss_0: 2.787094831466675 (2.4686876932779946) | > loss_gen: 2.091644525527954 (2.4673730830351515) | > loss_kl: 2.59795880317688 (2.528654237588247) | > loss_feat: 4.8694167137146 (6.596094469229381) | > loss_mel: 18.2138614654541 (18.6524916489919) | > loss_duration: 2.408395767211914 (2.316633443037669) | > loss_1: 30.181276321411133 (32.56124639511109)  --> STEP: 25 | > loss_disc: 2.5236458778381348 (2.4708860206604) | > loss_disc_real_0: 0.1898031234741211 (0.15118885189294815) | > loss_disc_real_1: 0.19492165744304657 (0.25034372925758364) | > loss_disc_real_2: 0.21158084273338318 (0.21933254182338716) | > loss_disc_real_3: 0.21650707721710205 (0.27359153926372526) | > loss_disc_real_4: 0.2139575183391571 (0.2581852984428407) | > loss_disc_real_5: 0.21571575105190277 (0.24135140657424928) | > loss_0: 2.5236458778381348 (2.4708860206604) | > loss_gen: 2.1346499919891357 (2.454064159393311) | > loss_kl: 2.397127866744995 (2.5233931827545164) | > loss_feat: 5.728469371795654 (6.561389465332031) | > loss_mel: 15.148627281188965 (18.512337074279785) | > loss_duration: 2.3358278274536133 (2.317401218414307) | > loss_1: 27.744701385498047 (32.36858459472657)  --> STEP: 26 | > loss_disc: 2.2170443534851074 (2.4611228796151967) | > loss_disc_real_0: 0.056410666555166245 (0.14754353707226422) | > loss_disc_real_1: 0.1803048849105835 (0.24764992755192977) | > loss_disc_real_2: 0.20068219304084778 (0.2186152207163664) | > loss_disc_real_3: 0.1926243156194687 (0.2704774152774077) | > loss_disc_real_4: 0.14788398146629333 (0.2539429400975889) | > loss_disc_real_5: 0.14878642559051514 (0.2377912149979518) | > loss_0: 2.2170443534851074 (2.4611228796151967) | > loss_gen: 2.2607357501983643 (2.4466284513473515) | > loss_kl: 2.5614986419677734 (2.524858777339642) | > loss_feat: 15.713562965393066 (6.913396138411302) | > loss_mel: 21.199504852294922 (18.615689681126522) | > loss_duration: 2.2599661350250244 (2.315192176745488) | > loss_1: 43.995269775390625 (32.81576479398288) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024986817286564754 (-7.73576589731071e-05) | > avg_loss_disc: 2.4611228796151967 (+0.12417557606330254) | > avg_loss_disc_real_0: 0.14754353707226422 (+0.01801842723328334) | > avg_loss_disc_real_1: 0.24764992755192977 (+0.09435826554321325) | > avg_loss_disc_real_2: 0.2186152207163664 (-0.012628447264432907) | > avg_loss_disc_real_3: 0.2704774152774077 (+0.057309376792265804) | > avg_loss_disc_real_4: 0.2539429400975889 (+0.007359954600150903) | > avg_loss_disc_real_5: 0.2377912149979518 (+0.01674339232536462) | > avg_loss_0: 2.4611228796151967 (+0.12417557606330254) | > avg_loss_gen: 2.4466284513473515 (+0.04883170127868697) | > avg_loss_kl: 2.524858777339642 (-0.05548884318425085) | > avg_loss_feat: 6.913396138411302 (-0.3459188571343059) | > avg_loss_mel: 18.615689681126522 (+0.28180999022264075) | > avg_loss_duration: 2.315192176745488 (+0.02301394022428127) | > avg_loss_1: 32.81576479398288 (-0.047753040607162234)  > EPOCH: 321/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:05:59)   --> TIME: 2024-06-11 05:06:07 -- STEP: 19/330 -- GLOBAL_STEP: 193950 | > loss_disc: 2.347496509552002 (2.3628466380269906) | > loss_disc_real_0: 0.13048312067985535 (0.10944951796217968) | > loss_disc_real_1: 0.2458810657262802 (0.20273698160522863) | > loss_disc_real_2: 0.22529718279838562 (0.2148298691762121) | > loss_disc_real_3: 0.21397726237773895 (0.23642821923682564) | > loss_disc_real_4: 0.2115173488855362 (0.23622480975954155) | > loss_disc_real_5: 0.17613311111927032 (0.22177680464167343) | > loss_0: 2.347496509552002 (2.3628466380269906) | > grad_norm_0: tensor(14.1648, device='cuda:0') (tensor(10.0845, device='cuda:0')) | > loss_gen: 2.451690196990967 (2.4797034012643913) | > loss_kl: 1.711469292640686 (1.8456911601518329) | > loss_feat: 6.8969950675964355 (6.818503680982087) | > loss_mel: 17.566730499267578 (18.409293224937038) | > loss_duration: 2.045579433441162 (2.1353707815471443) | > loss_1: 30.67246437072754 (31.688562092028167) | > grad_norm_1: tensor(127.0261, device='cuda:0') (tensor(85.3692, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3405 (0.3536850025779323) | > loader_time: 0.0032 (0.003241702129966334)  --> TIME: 2024-06-11 05:06:16 -- STEP: 44/330 -- GLOBAL_STEP: 193975 | > loss_disc: 2.4094181060791016 (2.361509870399128) | > loss_disc_real_0: 0.17068269848823547 (0.11389519494365562) | > loss_disc_real_1: 0.19701644778251648 (0.20132708617232062) | > loss_disc_real_2: 0.2386741042137146 (0.21740109744397076) | > loss_disc_real_3: 0.2305750548839569 (0.23088523745536804) | > loss_disc_real_4: 0.2187616378068924 (0.22875710610638966) | > loss_disc_real_5: 0.1993289589881897 (0.21887426857243886) | > loss_0: 2.4094181060791016 (2.361509870399128) | > grad_norm_0: tensor(6.1021, device='cuda:0') (tensor(10.1115, device='cuda:0')) | > loss_gen: 2.486884117126465 (2.5123561783270403) | > loss_kl: 1.9457588195800781 (1.8917287479747424) | > loss_feat: 6.969991683959961 (7.1181712258945815) | > loss_mel: 18.12828826904297 (18.55105434764515) | > loss_duration: 1.9749388694763184 (2.072114183144136) | > loss_1: 31.505861282348633 (32.14542471278798) | > grad_norm_1: tensor(102.2693, device='cuda:0') (tensor(102.1290, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3659 (0.3547144098715349) | > loader_time: 0.0035 (0.003391011194749312)  --> TIME: 2024-06-11 05:06:25 -- STEP: 69/330 -- GLOBAL_STEP: 194000 | > loss_disc: 2.324279308319092 (2.350347073181816) | > loss_disc_real_0: 0.11073023080825806 (0.11208675963723141) | > loss_disc_real_1: 0.23516148328781128 (0.20201966900756393) | > loss_disc_real_2: 0.19476188719272614 (0.2151887328296468) | > loss_disc_real_3: 0.23398205637931824 (0.22906049654103708) | > loss_disc_real_4: 0.2233964204788208 (0.22769404990949493) | > loss_disc_real_5: 0.2156185656785965 (0.2172179286894591) | > loss_0: 2.324279308319092 (2.350347073181816) | > grad_norm_0: tensor(17.0082, device='cuda:0') (tensor(10.7184, device='cuda:0')) | > loss_gen: 2.502645492553711 (2.5094333766163266) | > loss_kl: 1.7542508840560913 (1.880618971327077) | > loss_feat: 7.746213912963867 (7.201890233634175) | > loss_mel: 17.96849250793457 (18.524390510890793) | > loss_duration: 1.9708667993545532 (2.0506401856740317) | > loss_1: 31.942468643188477 (32.16697330751281) | > grad_norm_1: tensor(355.1516, device='cuda:0') (tensor(122.8857, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3439 (0.357382211132326) | > loader_time: 0.0036 (0.003508830416029778) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_194000.pth  --> TIME: 2024-06-11 05:06:40 -- STEP: 94/330 -- GLOBAL_STEP: 194025 | > loss_disc: 2.282735586166382 (2.3469010464688562) | > loss_disc_real_0: 0.09745194017887115 (0.11235570376540752) | > loss_disc_real_1: 0.19913849234580994 (0.20154435599737985) | > loss_disc_real_2: 0.1967501938343048 (0.214234322943586) | > loss_disc_real_3: 0.20981375873088837 (0.22905741901473797) | > loss_disc_real_4: 0.21491475403308868 (0.2281996799593276) | > loss_disc_real_5: 0.20140276849269867 (0.21767647976570942) | > loss_0: 2.282735586166382 (2.3469010464688562) | > grad_norm_0: tensor(18.5312, device='cuda:0') (tensor(13.2204, device='cuda:0')) | > loss_gen: 2.4701125621795654 (2.513435335869486) | > loss_kl: 1.7504262924194336 (1.876687780339667) | > loss_feat: 7.329167366027832 (7.218677708443175) | > loss_mel: 18.83930206298828 (18.468618413235273) | > loss_duration: 2.056067943572998 (2.044242532963448) | > loss_1: 32.44507598876953 (32.12166177465562) | > grad_norm_1: tensor(307.5432, device='cuda:0') (tensor(152.9870, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3716 (0.3636839288346311) | > loader_time: 0.0038 (0.0036420035869517225)  --> TIME: 2024-06-11 05:06:50 -- STEP: 119/330 -- GLOBAL_STEP: 194050 | > loss_disc: 2.2715485095977783 (2.3402026020178277) | > loss_disc_real_0: 0.11444725841283798 (0.1121231055810672) | > loss_disc_real_1: 0.18728084862232208 (0.20028745952774502) | > loss_disc_real_2: 0.24471285939216614 (0.21420611729141043) | > loss_disc_real_3: 0.21382519602775574 (0.22888498609306432) | > loss_disc_real_4: 0.2441273033618927 (0.22735089852529414) | > loss_disc_real_5: 0.19106458127498627 (0.21727363589931936) | > loss_0: 2.2715485095977783 (2.3402026020178277) | > grad_norm_0: tensor(38.1440, device='cuda:0') (tensor(14.9812, device='cuda:0')) | > loss_gen: 2.7604916095733643 (2.5235379924293335) | > loss_kl: 1.9274215698242188 (1.8765856338148357) | > loss_feat: 8.017173767089844 (7.25754698985765) | > loss_mel: 18.90237808227539 (18.490876654616923) | > loss_duration: 2.024797201156616 (2.042871054481057) | > loss_1: 33.63226318359375 (32.1914183352174) | > grad_norm_1: tensor(401.7764, device='cuda:0') (tensor(178.1449, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3667 (0.36506601341632233) | > loader_time: 0.004 (0.003711001211855592)  --> TIME: 2024-06-11 05:06:59 -- STEP: 144/330 -- GLOBAL_STEP: 194075 | > loss_disc: 2.422483205795288 (2.3407014608383188) | > loss_disc_real_0: 0.08769157528877258 (0.11303404935946067) | > loss_disc_real_1: 0.1604136973619461 (0.20029654240028727) | > loss_disc_real_2: 0.22276093065738678 (0.214642602743374) | > loss_disc_real_3: 0.21028152108192444 (0.22802188381966618) | > loss_disc_real_4: 0.21804122626781464 (0.22626349278208283) | > loss_disc_real_5: 0.21831464767456055 (0.21730093916671145) | > loss_0: 2.422483205795288 (2.3407014608383188) | > grad_norm_0: tensor(30.9661, device='cuda:0') (tensor(17.2208, device='cuda:0')) | > loss_gen: 2.49387264251709 (2.520018219947816) | > loss_kl: 1.9693591594696045 (1.8792749262518353) | > loss_feat: 7.507604122161865 (7.252596692906486) | > loss_mel: 18.53652572631836 (18.478010177612294) | > loss_duration: 2.0329043865203857 (2.045240606698723) | > loss_1: 32.54026794433594 (32.17514064576892) | > grad_norm_1: tensor(507.0071, device='cuda:0') (tensor(201.6607, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3906 (0.36659320857789784) | > loader_time: 0.004 (0.0037991603215535483)  --> TIME: 2024-06-11 05:07:09 -- STEP: 169/330 -- GLOBAL_STEP: 194100 | > loss_disc: 2.2737021446228027 (2.3324311414413907) | > loss_disc_real_0: 0.08116640150547028 (0.11276912980178404) | > loss_disc_real_1: 0.24221549928188324 (0.19970356871390485) | > loss_disc_real_2: 0.22722049057483673 (0.21429599442425565) | > loss_disc_real_3: 0.2261953502893448 (0.22763562184819103) | > loss_disc_real_4: 0.1859453171491623 (0.2247568505579198) | > loss_disc_real_5: 0.19574208557605743 (0.21681839862518762) | > loss_0: 2.2737021446228027 (2.3324311414413907) | > grad_norm_0: tensor(30.6699, device='cuda:0') (tensor(19.1046, device='cuda:0')) | > loss_gen: 2.5505285263061523 (2.531955985627938) | > loss_kl: 1.7255542278289795 (1.8795514290149395) | > loss_feat: 7.598386287689209 (7.293370966375226) | > loss_mel: 17.687122344970703 (18.45484444657726) | > loss_duration: 2.0706357955932617 (2.048490114465972) | > loss_1: 31.63222885131836 (32.20821298226802) | > grad_norm_1: tensor(262.8267, device='cuda:0') (tensor(216.0254, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3756 (0.3691338209005502) | > loader_time: 0.0046 (0.003906447506515232)  --> TIME: 2024-06-11 05:07:19 -- STEP: 194/330 -- GLOBAL_STEP: 194125 | > loss_disc: 2.416226863861084 (2.3338501576295827) | > loss_disc_real_0: 0.11068543791770935 (0.1132337907233189) | > loss_disc_real_1: 0.1815238744020462 (0.20039462182939666) | > loss_disc_real_2: 0.2303164303302765 (0.21494348262695923) | > loss_disc_real_3: 0.26850855350494385 (0.22780325386634806) | > loss_disc_real_4: 0.2519087791442871 (0.22452299811483659) | > loss_disc_real_5: 0.24348929524421692 (0.2166710833913272) | > loss_0: 2.416226863861084 (2.3338501576295827) | > grad_norm_0: tensor(34.2598, device='cuda:0') (tensor(21.1414, device='cuda:0')) | > loss_gen: 2.5045666694641113 (2.534755540877275) | > loss_kl: 1.834046483039856 (1.8818645200778528) | > loss_feat: 6.862848281860352 (7.293031613851331) | > loss_mel: 17.313236236572266 (18.41731946492932) | > loss_duration: 2.0726518630981445 (2.054653947500838) | > loss_1: 30.58734893798828 (32.1816251105869) | > grad_norm_1: tensor(300.2943, device='cuda:0') (tensor(230.5952, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.3954 (0.3719423849558093) | > loader_time: 0.005 (0.004009348829996955)  --> TIME: 2024-06-11 05:07:30 -- STEP: 219/330 -- GLOBAL_STEP: 194150 | > loss_disc: 2.4626169204711914 (2.335453984944242) | > loss_disc_real_0: 0.0849071592092514 (0.11269735747344417) | > loss_disc_real_1: 0.23608338832855225 (0.20078771313031515) | > loss_disc_real_2: 0.2659035623073578 (0.21502776512000116) | > loss_disc_real_3: 0.3073766827583313 (0.2277828044679067) | > loss_disc_real_4: 0.23450160026550293 (0.22494545374831107) | > loss_disc_real_5: 0.2272844761610031 (0.21684844336008915) | > loss_0: 2.4626169204711914 (2.335453984944242) | > grad_norm_0: tensor(16.7134, device='cuda:0') (tensor(22.8907, device='cuda:0')) | > loss_gen: 2.600081443786621 (2.5437757533434873) | > loss_kl: 1.8916667699813843 (1.886089545951042) | > loss_feat: 7.061618804931641 (7.311187382702414) | > loss_mel: 18.081335067749023 (18.375249409784463) | > loss_duration: 2.1112585067749023 (2.061203155887725) | > loss_1: 31.745960235595703 (32.177505301558284) | > grad_norm_1: tensor(447.4054, device='cuda:0') (tensor(248.5152, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.397 (0.37543847680636194) | > loader_time: 0.0052 (0.004144986470540366)  --> TIME: 2024-06-11 05:07:40 -- STEP: 244/330 -- GLOBAL_STEP: 194175 | > loss_disc: 2.469916820526123 (2.3360846501881944) | > loss_disc_real_0: 0.07887604087591171 (0.11415009838757945) | > loss_disc_real_1: 0.21678099036216736 (0.20096349459691126) | > loss_disc_real_2: 0.2260158807039261 (0.21480343045025577) | > loss_disc_real_3: 0.21718430519104004 (0.22722026131680753) | > loss_disc_real_4: 0.21856752038002014 (0.22431067102512375) | > loss_disc_real_5: 0.19787493348121643 (0.21664011521173304) | > loss_0: 2.469916820526123 (2.3360846501881944) | > grad_norm_0: tensor(39.5019, device='cuda:0') (tensor(25.6163, device='cuda:0')) | > loss_gen: 2.439954996109009 (2.544360855563743) | > loss_kl: 1.7161509990692139 (1.8865510122697862) | > loss_feat: 7.217998504638672 (7.303519886048114) | > loss_mel: 17.65778923034668 (18.33792899866573) | > loss_duration: 2.070136070251465 (2.0689068402423234) | > loss_1: 31.102027893066406 (32.14126767486824) | > grad_norm_1: tensor(209.3541, device='cuda:0') (tensor(265.9163, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.4351 (0.3797967502328216) | > loader_time: 0.0053 (0.004267177620872124)  --> TIME: 2024-06-11 05:07:51 -- STEP: 269/330 -- GLOBAL_STEP: 194200 | > loss_disc: 2.34326171875 (2.337888181431142) | > loss_disc_real_0: 0.11343199014663696 (0.115178018309813) | > loss_disc_real_1: 0.17651797831058502 (0.2014407805239844) | > loss_disc_real_2: 0.20224900543689728 (0.21495712396159047) | > loss_disc_real_3: 0.25786954164505005 (0.22795715169170974) | > loss_disc_real_4: 0.27632197737693787 (0.22453827380469293) | > loss_disc_real_5: 0.2608151137828827 (0.21666829703465715) | > loss_0: 2.34326171875 (2.337888181431142) | > grad_norm_0: tensor(13.1473, device='cuda:0') (tensor(25.0887, device='cuda:0')) | > loss_gen: 2.5216269493103027 (2.5401639610418165) | > loss_kl: 1.925917387008667 (1.888278603553772) | > loss_feat: 7.105715751647949 (7.304568803000184) | > loss_mel: 17.978784561157227 (18.31167632319227) | > loss_duration: 2.1735782623291016 (2.075912728628705) | > loss_1: 31.705623626708984 (32.12060049120824) | > grad_norm_1: tensor(83.0642, device='cuda:0') (tensor(260.7399, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.4481 (0.38465671468401486) | > loader_time: 0.0059 (0.004392524634152099)  --> TIME: 2024-06-11 05:08:03 -- STEP: 294/330 -- GLOBAL_STEP: 194225 | > loss_disc: 2.3704018592834473 (2.343363281009959) | > loss_disc_real_0: 0.13876622915267944 (0.11676270535000327) | > loss_disc_real_1: 0.1739574521780014 (0.20224676762713864) | > loss_disc_real_2: 0.23576349020004272 (0.21499934696218598) | > loss_disc_real_3: 0.24205376207828522 (0.22741152315723653) | > loss_disc_real_4: 0.23740705847740173 (0.22476706542328095) | > loss_disc_real_5: 0.2557559609413147 (0.21677955316037545) | > loss_0: 2.3704018592834473 (2.343363281009959) | > grad_norm_0: tensor(10.1575, device='cuda:0') (tensor(23.7181, device='cuda:0')) | > loss_gen: 2.558394193649292 (2.5305353046274535) | > loss_kl: 1.999790906906128 (1.8910988139457443) | > loss_feat: 7.551731109619141 (7.297916932981842) | > loss_mel: 18.09881591796875 (18.27090232875071) | > loss_duration: 2.2197494506835938 (2.084954562235852) | > loss_1: 32.42848205566406 (32.0754080078229) | > grad_norm_1: tensor(46.5311, device='cuda:0') (tensor(245.1986, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.4545 (0.390361475295761) | > loader_time: 0.0066 (0.004583289023159315)  --> TIME: 2024-06-11 05:08:16 -- STEP: 319/330 -- GLOBAL_STEP: 194250 | > loss_disc: 2.454791307449341 (2.347084091748564) | > loss_disc_real_0: 0.10068744421005249 (0.11838461173739179) | > loss_disc_real_1: 0.21154312789440155 (0.20241770199660591) | > loss_disc_real_2: 0.21942685544490814 (0.21511547996145808) | > loss_disc_real_3: 0.23671936988830566 (0.227437008791209) | > loss_disc_real_4: 0.25949424505233765 (0.22520362555420131) | > loss_disc_real_5: 0.263211190700531 (0.21736307708447256) | > loss_0: 2.454791307449341 (2.347084091748564) | > grad_norm_0: tensor(10.1520, device='cuda:0') (tensor(22.7351, device='cuda:0')) | > loss_gen: 2.401904344558716 (2.522198956588221) | > loss_kl: 1.9099584817886353 (1.8930560193465422) | > loss_feat: 7.982334136962891 (7.310627046423646) | > loss_mel: 18.444149017333984 (18.234038385851637) | > loss_duration: 2.2632908821105957 (2.09816600648587) | > loss_1: 33.00163650512695 (32.0580864550552) | > grad_norm_1: tensor(55.1426, device='cuda:0') (tensor(234.0897, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.5646 (0.3998406157598227) | > loader_time: 0.0085 (0.0048121255019615465)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3957746028900146 (2.3957746028900146) | > loss_disc_real_0: 0.08291158080101013 (0.08291158080101013) | > loss_disc_real_1: 0.2258506864309311 (0.2258506864309311) | > loss_disc_real_2: 0.25275224447250366 (0.25275224447250366) | > loss_disc_real_3: 0.3697003424167633 (0.3697003424167633) | > loss_disc_real_4: 0.2766174077987671 (0.2766174077987671) | > loss_disc_real_5: 0.24658015370368958 (0.24658015370368958) | > loss_0: 2.3957746028900146 (2.3957746028900146) | > loss_gen: 2.704441785812378 (2.704441785812378) | > loss_kl: 2.7200543880462646 (2.7200543880462646) | > loss_feat: 5.701953887939453 (5.701953887939453) | > loss_mel: 16.861865997314453 (16.861865997314453) | > loss_duration: 2.680522918701172 (2.680522918701172) | > loss_1: 30.668838500976562 (30.668838500976562)  --> STEP: 1 | > loss_disc: 2.16310977935791 (2.16310977935791) | > loss_disc_real_0: 0.08391420543193817 (0.08391420543193817) | > loss_disc_real_1: 0.1507362723350525 (0.1507362723350525) | > loss_disc_real_2: 0.2676309049129486 (0.2676309049129486) | > loss_disc_real_3: 0.3277345299720764 (0.3277345299720764) | > loss_disc_real_4: 0.3028258979320526 (0.3028258979320526) | > loss_disc_real_5: 0.2944783568382263 (0.2944783568382263) | > loss_0: 2.16310977935791 (2.16310977935791) | > loss_gen: 2.9372682571411133 (2.9372682571411133) | > loss_kl: 2.0782084465026855 (2.0782084465026855) | > loss_feat: 6.270020008087158 (6.270020008087158) | > loss_mel: 18.49620246887207 (18.49620246887207) | > loss_duration: 2.3483352661132812 (2.3483352661132812) | > loss_1: 32.130035400390625 (32.130035400390625)  --> STEP: 2 | > loss_disc: 2.3576602935791016 (2.260385036468506) | > loss_disc_real_0: 0.07189276814460754 (0.07790348678827286) | > loss_disc_real_1: 0.16595235466957092 (0.1583443135023117) | > loss_disc_real_2: 0.29346778988838196 (0.2805493474006653) | > loss_disc_real_3: 0.24436025321483612 (0.28604739159345627) | > loss_disc_real_4: 0.2804529070854187 (0.29163940250873566) | > loss_disc_real_5: 0.2342478632926941 (0.2643631100654602) | > loss_0: 2.3576602935791016 (2.260385036468506) | > loss_gen: 2.369232654571533 (2.6532504558563232) | > loss_kl: 1.9988197088241577 (2.0385140776634216) | > loss_feat: 5.8295159339904785 (6.049767971038818) | > loss_mel: 19.134817123413086 (18.815509796142578) | > loss_duration: 2.430025577545166 (2.3891804218292236) | > loss_1: 31.76241111755371 (31.946223258972168)  --> STEP: 3 | > loss_disc: 2.261981964111328 (2.26091734568278) | > loss_disc_real_0: 0.07213067263364792 (0.07597921540339787) | > loss_disc_real_1: 0.15513363480567932 (0.15727408727010092) | > loss_disc_real_2: 0.21100622415542603 (0.2573683063189189) | > loss_disc_real_3: 0.2764824330806732 (0.28285907208919525) | > loss_disc_real_4: 0.1997237205505371 (0.2610008418560028) | > loss_disc_real_5: 0.2538672685623169 (0.2608644962310791) | > loss_0: 2.261981964111328 (2.26091734568278) | > loss_gen: 2.301555633544922 (2.5360188484191895) | > loss_kl: 2.7766523361206055 (2.2845601638158164) | > loss_feat: 7.574826717376709 (6.558120886484782) | > loss_mel: 18.541259765625 (18.724093119303387) | > loss_duration: 2.303138256072998 (2.360499699910482) | > loss_1: 33.497432708740234 (32.46329307556152)  --> STEP: 4 | > loss_disc: 2.336395025253296 (2.279786765575409) | > loss_disc_real_0: 0.13776645064353943 (0.09142602421343327) | > loss_disc_real_1: 0.28446394205093384 (0.18907155096530914) | > loss_disc_real_2: 0.26292499899864197 (0.25875747948884964) | > loss_disc_real_3: 0.2492341250181198 (0.2744528353214264) | > loss_disc_real_4: 0.26181235909461975 (0.26120372116565704) | > loss_disc_real_5: 0.23266884684562683 (0.25381558388471603) | > loss_0: 2.336395025253296 (2.279786765575409) | > loss_gen: 2.785503387451172 (2.598389983177185) | > loss_kl: 3.3118064403533936 (2.5413717329502106) | > loss_feat: 8.578720092773438 (7.063270688056946) | > loss_mel: 18.80812644958496 (18.74510145187378) | > loss_duration: 2.24924898147583 (2.332687020301819) | > loss_1: 35.73340606689453 (33.280821323394775)  --> STEP: 5 | > loss_disc: 2.604800224304199 (2.344789457321167) | > loss_disc_real_0: 0.23907387256622314 (0.12095559388399124) | > loss_disc_real_1: 0.2730760872364044 (0.2058724582195282) | > loss_disc_real_2: 0.30089741945266724 (0.26718546748161315) | > loss_disc_real_3: 0.34390076994895935 (0.28834242224693296) | > loss_disc_real_4: 0.32131698727607727 (0.2732263743877411) | > loss_disc_real_5: 0.30855780839920044 (0.2647640287876129) | > loss_0: 2.604800224304199 (2.344789457321167) | > loss_gen: 2.855588436126709 (2.6498296737670897) | > loss_kl: 1.9724761247634888 (2.4275926113128663) | > loss_feat: 5.412228584289551 (6.733062267303467) | > loss_mel: 19.08013343811035 (18.812107849121094) | > loss_duration: 2.40153169631958 (2.346455955505371) | > loss_1: 31.72195816040039 (32.9690486907959)  --> STEP: 6 | > loss_disc: 2.5189177989959717 (2.3738108476003013) | > loss_disc_real_0: 0.13792407512664795 (0.12378367409110069) | > loss_disc_real_1: 0.22476333379745483 (0.20902093748251596) | > loss_disc_real_2: 0.29455530643463135 (0.2717471073071162) | > loss_disc_real_3: 0.30311763286590576 (0.2908049573500951) | > loss_disc_real_4: 0.28006866574287415 (0.27436675628026325) | > loss_disc_real_5: 0.2741737365722656 (0.26633231341838837) | > loss_0: 2.5189177989959717 (2.3738108476003013) | > loss_gen: 2.5582375526428223 (2.6345643202463784) | > loss_kl: 2.9969327449798584 (2.5224826335906982) | > loss_feat: 4.675900459289551 (6.390201965967814) | > loss_mel: 15.580897331237793 (18.27357276280721) | > loss_duration: 2.119166374206543 (2.308574358622233) | > loss_1: 27.931133270263672 (32.12939612070719)  --> STEP: 7 | > loss_disc: 2.06856107711792 (2.3302037375313893) | > loss_disc_real_0: 0.09443090111017227 (0.11959042080811091) | > loss_disc_real_1: 0.22091709077358246 (0.21072038795266831) | > loss_disc_real_2: 0.19721727073192596 (0.2610999877963747) | > loss_disc_real_3: 0.18880005180835724 (0.2762328279869897) | > loss_disc_real_4: 0.1960603892803192 (0.2631801324231284) | > loss_disc_real_5: 0.2175496518611908 (0.25936336176736013) | > loss_0: 2.06856107711792 (2.3302037375313893) | > loss_gen: 2.7101004123687744 (2.645355190549578) | > loss_kl: 3.653775453567505 (2.684095893587385) | > loss_feat: 7.756833076477051 (6.585434981754848) | > loss_mel: 16.84878158569336 (18.07003116607666) | > loss_duration: 2.5029547214508057 (2.336342981883458) | > loss_1: 33.47244644165039 (32.32126045227051)  --> STEP: 8 | > loss_disc: 2.472644567489624 (2.348008841276169) | > loss_disc_real_0: 0.15844720602035522 (0.12444751895964146) | > loss_disc_real_1: 0.27778396010398865 (0.21910333447158337) | > loss_disc_real_2: 0.2193993330001831 (0.2558874059468508) | > loss_disc_real_3: 0.36878702044487 (0.28780210204422474) | > loss_disc_real_4: 0.289889395236969 (0.2665187902748585) | > loss_disc_real_5: 0.31776565313339233 (0.26666364818811417) | > loss_0: 2.472644567489624 (2.348008841276169) | > loss_gen: 2.809292793273926 (2.6658473908901215) | > loss_kl: 2.668260097503662 (2.6821164190769196) | > loss_feat: 8.15870475769043 (6.782093703746796) | > loss_mel: 18.20107650756836 (18.086411833763123) | > loss_duration: 2.1824636459350586 (2.317108064889908) | > loss_1: 34.019798278808594 (32.53357768058777)  --> STEP: 9 | > loss_disc: 2.7641408443450928 (2.394245730506049) | > loss_disc_real_0: 0.19933408498764038 (0.132768248518308) | > loss_disc_real_1: 0.24440865218639374 (0.22191503643989563) | > loss_disc_real_2: 0.2793126106262207 (0.2584902064667808) | > loss_disc_real_3: 0.36559468507766724 (0.2964457223812739) | > loss_disc_real_4: 0.39247968792915344 (0.2805144455697801) | > loss_disc_real_5: 0.3797595798969269 (0.2792298628224267) | > loss_0: 2.7641408443450928 (2.394245730506049) | > loss_gen: 2.634437084197998 (2.662357356813219) | > loss_kl: 2.6203579902648926 (2.675254371431139) | > loss_feat: 8.085039138793945 (6.926865418752034) | > loss_mel: 20.29927635192871 (18.332285669114853) | > loss_duration: 2.1409220695495605 (2.297531843185425) | > loss_1: 35.780033111572266 (32.89429495069716)  --> STEP: 10 | > loss_disc: 2.5413286685943604 (2.4089540243148804) | > loss_disc_real_0: 0.17578193545341492 (0.1370696172118187) | > loss_disc_real_1: 0.18710006773471832 (0.2184335395693779) | > loss_disc_real_2: 0.3615034222602844 (0.26879152804613116) | > loss_disc_real_3: 0.29279714822769165 (0.2960808649659157) | > loss_disc_real_4: 0.20957504212856293 (0.2734205052256584) | > loss_disc_real_5: 0.19393415749073029 (0.27070029228925707) | > loss_0: 2.5413286685943604 (2.4089540243148804) | > loss_gen: 2.251584768295288 (2.6212800979614257) | > loss_kl: 2.5745041370391846 (2.6651793479919434) | > loss_feat: 5.158583164215088 (6.75003719329834) | > loss_mel: 15.030165672302246 (18.002073669433592) | > loss_duration: 2.3019697666168213 (2.2979756355285645) | > loss_1: 27.31680679321289 (32.33654613494873)  --> STEP: 11 | > loss_disc: 2.381369113922119 (2.4064463051882656) | > loss_disc_real_0: 0.1235935240983963 (0.13584451783787121) | > loss_disc_real_1: 0.144699826836586 (0.21173047477548773) | > loss_disc_real_2: 0.25093138217926025 (0.2671678784218701) | > loss_disc_real_3: 0.279798299074173 (0.29460063170302997) | > loss_disc_real_4: 0.24671326577663422 (0.2709925743666562) | > loss_disc_real_5: 0.3001164495944977 (0.2733744884079153) | > loss_0: 2.381369113922119 (2.4064463051882656) | > loss_gen: 2.349813938140869 (2.596601356159557) | > loss_kl: 3.1904995441436768 (2.7129357294602827) | > loss_feat: 4.891336917877197 (6.581064440987327) | > loss_mel: 17.128110885620117 (17.92262250726873) | > loss_duration: 2.393148899078369 (2.3066277503967285) | > loss_1: 29.952909469604492 (32.11985189264471)  --> STEP: 12 | > loss_disc: 2.5164637565612793 (2.415614426136017) | > loss_disc_real_0: 0.14635396003723145 (0.1367203046878179) | > loss_disc_real_1: 0.22999347746372223 (0.21325239166617393) | > loss_disc_real_2: 0.23236258327960968 (0.26426743716001505) | > loss_disc_real_3: 0.37690451741218567 (0.30145928884545964) | > loss_disc_real_4: 0.28518062829971313 (0.2721749121944109) | > loss_disc_real_5: 0.3238212466239929 (0.27757838492592174) | > loss_0: 2.5164637565612793 (2.415614426136017) | > loss_gen: 2.7058379650115967 (2.605704406897227) | > loss_kl: 2.188913106918335 (2.669267177581787) | > loss_feat: 5.617680072784424 (6.500782410303752) | > loss_mel: 16.006879806518555 (17.762977282206215) | > loss_duration: 2.2494497299194336 (2.301862915356954) | > loss_1: 28.768760681152344 (31.84059429168701)  --> STEP: 13 | > loss_disc: 2.511625051498413 (2.422999858856201) | > loss_disc_real_0: 0.12618140876293182 (0.13590962038590357) | > loss_disc_real_1: 0.21376606822013855 (0.21329190524724814) | > loss_disc_real_2: 0.23057176172733307 (0.2616754621267318) | > loss_disc_real_3: 0.3039378523826599 (0.3016499475790904) | > loss_disc_real_4: 0.2986125349998474 (0.2742085754871368) | > loss_disc_real_5: 0.3105522394180298 (0.2801148352714685) | > loss_0: 2.511625051498413 (2.422999858856201) | > loss_gen: 2.531532049179077 (2.5999988409189076) | > loss_kl: 2.7679316997528076 (2.676856756210327) | > loss_feat: 6.3472089767456055 (6.4889690692608175) | > loss_mel: 17.711408615112305 (17.75901046166053) | > loss_duration: 2.1365485191345215 (2.2891464233398438) | > loss_1: 31.494630813598633 (31.813981716449444)  --> STEP: 14 | > loss_disc: 2.258166551589966 (2.411226051194327) | > loss_disc_real_0: 0.07321570068597794 (0.13143148326448031) | > loss_disc_real_1: 0.16110028326511383 (0.20956393224852427) | > loss_disc_real_2: 0.2052718549966812 (0.25764663304601393) | > loss_disc_real_3: 0.28469693660736084 (0.30043901822396685) | > loss_disc_real_4: 0.2900885045528412 (0.27534285613468706) | > loss_disc_real_5: 0.2869355082511902 (0.2806020261985915) | > loss_0: 2.258166551589966 (2.411226051194327) | > loss_gen: 2.7633464336395264 (2.6116665261132375) | > loss_kl: 2.8011977672576904 (2.6857382569994246) | > loss_feat: 7.827347755432129 (6.584567546844482) | > loss_mel: 20.026906967163086 (17.921003069196427) | > loss_duration: 2.3421404361724854 (2.292931709970747) | > loss_1: 35.76094055175781 (32.0959073475429)  --> STEP: 15 | > loss_disc: 2.401494264602661 (2.4105772654215496) | > loss_disc_real_0: 0.20071029663085938 (0.1360500708222389) | > loss_disc_real_1: 0.2673909664154053 (0.21341906785964965) | > loss_disc_real_2: 0.2184780389070511 (0.25503539343674975) | > loss_disc_real_3: 0.3254082202911377 (0.3021036316951116) | > loss_disc_real_4: 0.32987356185913086 (0.2789782365163166) | > loss_disc_real_5: 0.26512688398361206 (0.27957035005092623) | > loss_0: 2.401494264602661 (2.4105772654215496) | > loss_gen: 2.91068172454834 (2.6316008726755777) | > loss_kl: 3.4630799293518066 (2.73756103515625) | > loss_feat: 6.520779609680176 (6.580315017700196) | > loss_mel: 19.395980834960938 (18.019334920247395) | > loss_duration: 2.346146583557129 (2.296479368209839) | > loss_1: 34.63666915893555 (32.26529146830241)  --> STEP: 16 | > loss_disc: 2.5841400623321533 (2.421424940228462) | > loss_disc_real_0: 0.13711391389369965 (0.13611656101420522) | > loss_disc_real_1: 0.22730833292007446 (0.2142871469259262) | > loss_disc_real_2: 0.31178364157676697 (0.25858215894550085) | > loss_disc_real_3: 0.28427278995513916 (0.3009892040863633) | > loss_disc_real_4: 0.3128544092178345 (0.2810954973101615) | > loss_disc_real_5: 0.27212294936180115 (0.2791048875078559) | > loss_0: 2.5841400623321533 (2.421424940228462) | > loss_gen: 2.4025652408599854 (2.6172861456871033) | > loss_kl: 2.8199987411499023 (2.7427133917808533) | > loss_feat: 6.37702751159668 (6.567609548568726) | > loss_mel: 17.128990173339844 (17.963688373565674) | > loss_duration: 2.3656673431396484 (2.300803616642952) | > loss_1: 31.094247817993164 (32.19210124015808)  --> STEP: 17 | > loss_disc: 2.4397377967834473 (2.422502167084638) | > loss_disc_real_0: 0.1434139609336853 (0.13654581983299816) | > loss_disc_real_1: 0.2284056395292282 (0.21511764649082632) | > loss_disc_real_2: 0.28225594758987427 (0.25997473474811106) | > loss_disc_real_3: 0.27674373984336853 (0.2995630003073636) | > loss_disc_real_4: 0.2977718710899353 (0.28207646047367757) | > loss_disc_real_5: 0.2741001844406128 (0.2788104932097828) | > loss_0: 2.4397377967834473 (2.422502167084638) | > loss_gen: 2.636091470718384 (2.6183923412771786) | > loss_kl: 2.092303514480591 (2.704453987233779) | > loss_feat: 8.56670093536377 (6.68520315955667) | > loss_mel: 19.1622257232666 (18.034190570606906) | > loss_duration: 2.4080495834350586 (2.3071122029248405) | > loss_1: 34.86537170410156 (32.349352443919464)  --> STEP: 18 | > loss_disc: 2.466292381286621 (2.4249349567625256) | > loss_disc_real_0: 0.05765394866466522 (0.1321629381014241) | > loss_disc_real_1: 0.18939392268657684 (0.21368855072392356) | > loss_disc_real_2: 0.3636714816093445 (0.2657356651292907) | > loss_disc_real_3: 0.352854460477829 (0.3025236369835006) | > loss_disc_real_4: 0.23369362950325012 (0.27938852541976494) | > loss_disc_real_5: 0.28103047609329224 (0.2789338255922) | > loss_0: 2.466292381286621 (2.4249349567625256) | > loss_gen: 2.5360677242279053 (2.6138187514411078) | > loss_kl: 2.6001029014587402 (2.6986567046907215) | > loss_feat: 8.44877815246582 (6.783179548051622) | > loss_mel: 20.348907470703125 (18.162785953945583) | > loss_duration: 2.253769874572754 (2.3041487402386136) | > loss_1: 36.187625885009766 (32.56258985731337)  --> STEP: 19 | > loss_disc: 2.723724842071533 (2.440660740199842) | > loss_disc_real_0: 0.23079368472099304 (0.13735403002876984) | > loss_disc_real_1: 0.3027080297470093 (0.21837378646198072) | > loss_disc_real_2: 0.2413184493780136 (0.2644505485108024) | > loss_disc_real_3: 0.35797423124313354 (0.30544208931295497) | > loss_disc_real_4: 0.35248395800590515 (0.2832356534506144) | > loss_disc_real_5: 0.3618071377277374 (0.2832955788624914) | > loss_0: 2.723724842071533 (2.440660740199842) | > loss_gen: 2.634446620941162 (2.614904428783216) | > loss_kl: 2.289764642715454 (2.677136069849918) | > loss_feat: 6.867445945739746 (6.787614621614155) | > loss_mel: 17.362720489501953 (18.120677245290654) | > loss_duration: 2.2982397079467773 (2.3038377385390434) | > loss_1: 31.452617645263672 (32.50417026720549)  --> STEP: 20 | > loss_disc: 2.396423578262329 (2.4384488821029664) | > loss_disc_real_0: 0.14302638173103333 (0.13763764761388303) | > loss_disc_real_1: 0.20340001583099365 (0.21762509793043136) | > loss_disc_real_2: 0.3086647391319275 (0.2666612580418587) | > loss_disc_real_3: 0.30322492122650146 (0.3053312309086323) | > loss_disc_real_4: 0.23525401949882507 (0.28083657175302496) | > loss_disc_real_5: 0.2215571403503418 (0.2802086569368839) | > loss_0: 2.396423578262329 (2.4384488821029664) | > loss_gen: 2.747739315032959 (2.621546173095703) | > loss_kl: 1.5957140922546387 (2.623064970970154) | > loss_feat: 7.030162334442139 (6.7997420072555546) | > loss_mel: 19.53531837463379 (18.19140930175781) | > loss_duration: 2.3026483058929443 (2.3037782669067384) | > loss_1: 33.21158218383789 (32.53954086303711)  --> STEP: 21 | > loss_disc: 2.197803020477295 (2.4269895553588867) | > loss_disc_real_0: 0.13350757956504822 (0.13744097770679564) | > loss_disc_real_1: 0.16808532178401947 (0.21526606097107842) | > loss_disc_real_2: 0.26294034719467163 (0.2664840718110402) | > loss_disc_real_3: 0.2698371112346649 (0.3036410347336814) | > loss_disc_real_4: 0.2573571503162384 (0.2797185040655589) | > loss_disc_real_5: 0.19960594177246094 (0.2763704324052447) | > loss_0: 2.197803020477295 (2.4269895553588867) | > loss_gen: 2.6800293922424316 (2.6243310882931663) | > loss_kl: 1.7504528760910034 (2.5815120140711465) | > loss_feat: 6.210420608520508 (6.771679083506267) | > loss_mel: 17.630346298217773 (18.164692015874948) | > loss_duration: 2.140868663787842 (2.2960206667582193) | > loss_1: 30.412118911743164 (32.438235055832635)  --> STEP: 22 | > loss_disc: 2.4774417877197266 (2.4292828386480156) | > loss_disc_real_0: 0.08923546969890594 (0.13524981825189156) | > loss_disc_real_1: 0.1963621973991394 (0.21440679444508118) | > loss_disc_real_2: 0.22778688371181488 (0.2647251087156209) | > loss_disc_real_3: 0.3154822289943695 (0.30417927083644) | > loss_disc_real_4: 0.313277930021286 (0.281243932518092) | > loss_disc_real_5: 0.2683714032173157 (0.2760068401694298) | > loss_0: 2.4774417877197266 (2.4292828386480156) | > loss_gen: 2.389490842819214 (2.613656531680714) | > loss_kl: 1.8737040758132935 (2.549338925968517) | > loss_feat: 6.648994445800781 (6.7661025090651075) | > loss_mel: 17.727367401123047 (18.144813624295317) | > loss_duration: 2.1745805740356445 (2.290500662543557) | > loss_1: 30.814136505126953 (32.364412394436926)  --> STEP: 23 | > loss_disc: 2.6058859825134277 (2.4369612362073814) | > loss_disc_real_0: 0.1848413646221161 (0.1374059724419013) | > loss_disc_real_1: 0.2486327737569809 (0.2158948805021203) | > loss_disc_real_2: 0.278179794549942 (0.26531009505624353) | > loss_disc_real_3: 0.31704434752464294 (0.30473862199679663) | > loss_disc_real_4: 0.3040955662727356 (0.28223748181177216) | > loss_disc_real_5: 0.30744469165802 (0.27737370327762934) | > loss_0: 2.6058859825134277 (2.4369612362073814) | > loss_gen: 2.66545033454895 (2.615908436153246) | > loss_kl: 2.523397207260132 (2.548211025155109) | > loss_feat: 6.625195503234863 (6.7599761175072715) | > loss_mel: 18.64767837524414 (18.166677309119176) | > loss_duration: 2.306720733642578 (2.2912058830261235) | > loss_1: 32.7684440612793 (32.38197898864746)  --> STEP: 24 | > loss_disc: 2.5825133323669434 (2.4430259068806963) | > loss_disc_real_0: 0.1874871551990509 (0.1394926883901159) | > loss_disc_real_1: 0.21701113879680634 (0.2159413912643989) | > loss_disc_real_2: 0.274175763130188 (0.2656794978926579) | > loss_disc_real_3: 0.2885112464427948 (0.3040624813487132) | > loss_disc_real_4: 0.29512542486190796 (0.28277447943886114) | > loss_disc_real_5: 0.38893571496009827 (0.28202212043106556) | > loss_0: 2.5825133323669434 (2.4430259068806963) | > loss_gen: 2.7385218143463135 (2.6210173269112906) | > loss_kl: 2.5410032272338867 (2.5479107002417245) | > loss_feat: 6.073342323303223 (6.731366376082103) | > loss_mel: 17.0883846282959 (18.121748447418206) | > loss_duration: 2.4148783683776855 (2.296358903249105) | > loss_1: 30.856130599975586 (32.3184019724528)  --> STEP: 25 | > loss_disc: 2.5507750511169434 (2.447335872650146) | > loss_disc_real_0: 0.10064394772052765 (0.13793873876333237) | > loss_disc_real_1: 0.19211053848266602 (0.21498815715312958) | > loss_disc_real_2: 0.32123100757598877 (0.2679015582799911) | > loss_disc_real_3: 0.328328400850296 (0.30503311812877654) | > loss_disc_real_4: 0.3001997768878937 (0.2834714913368224) | > loss_disc_real_5: 0.30436408519744873 (0.28291579902172087) | > loss_0: 2.5507750511169434 (2.447335872650146) | > loss_gen: 2.518017530441284 (2.6168973350524904) | > loss_kl: 2.403881549835205 (2.542149534225464) | > loss_feat: 5.9615583419799805 (6.700574054718017) | > loss_mel: 16.00295639038086 (18.036996765136713) | > loss_duration: 2.315418004989624 (2.2971212673187256) | > loss_1: 29.201831817626953 (32.19373916625977)  --> STEP: 26 | > loss_disc: 4.394653797149658 (2.522232715900128) | > loss_disc_real_0: 0.39362597465515137 (0.14777286322071) | > loss_disc_real_1: 0.15015585720539093 (0.21249460715513963) | > loss_disc_real_2: 0.18142472207546234 (0.26457552611827845) | > loss_disc_real_3: 0.22384749352931976 (0.3019105941057205) | > loss_disc_real_4: 1.9075500965118408 (0.3459360530743231) | > loss_disc_real_5: 0.12268409132957458 (0.2767530410335614) | > loss_0: 4.394653797149658 (2.522232715900128) | > loss_gen: 2.560591697692871 (2.614731733615582) | > loss_kl: 2.2410786151885986 (2.5305698834932766) | > loss_feat: 17.0880069732666 (7.100090705431425) | > loss_mel: 21.37913703918457 (18.165540621830864) | > loss_duration: 2.2974257469177246 (2.297132978072533) | > loss_1: 45.56623840332031 (32.708066059992866) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023198036047128536 (-0.0001788781239436218) | > avg_loss_disc: 2.522232715900128 (+0.06110983628493116) | > avg_loss_disc_real_0: 0.14777286322071 (+0.00022932614844578536) | > avg_loss_disc_real_1: 0.21249460715513963 (-0.035155320396790146) | > avg_loss_disc_real_2: 0.26457552611827845 (+0.04596030540191204) | > avg_loss_disc_real_3: 0.3019105941057205 (+0.03143317882831281) | > avg_loss_disc_real_4: 0.3459360530743231 (+0.09199311297673424) | > avg_loss_disc_real_5: 0.2767530410335614 (+0.038961826035609604) | > avg_loss_0: 2.522232715900128 (+0.06110983628493116) | > avg_loss_gen: 2.614731733615582 (+0.16810328226823046) | > avg_loss_kl: 2.5305698834932766 (+0.005711106153634571) | > avg_loss_feat: 7.100090705431425 (+0.18669456702012344) | > avg_loss_mel: 18.165540621830864 (-0.45014905929565785) | > avg_loss_duration: 2.297132978072533 (-0.018059198672955024) | > avg_loss_1: 32.708066059992866 (-0.10769873399001284)  > EPOCH: 322/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:08:41)   --> TIME: 2024-06-11 05:08:47 -- STEP: 14/330 -- GLOBAL_STEP: 194275 | > loss_disc: 2.2704591751098633 (2.3347907406943187) | > loss_disc_real_0: 0.0905267596244812 (0.1033706393625055) | > loss_disc_real_1: 0.19599837064743042 (0.20057118151869094) | > loss_disc_real_2: 0.22791168093681335 (0.21394175610372) | > loss_disc_real_3: 0.23488545417785645 (0.2310101922069277) | > loss_disc_real_4: 0.2454892247915268 (0.2248165692601885) | > loss_disc_real_5: 0.22787542641162872 (0.21548869354384287) | > loss_0: 2.2704591751098633 (2.3347907406943187) | > grad_norm_0: tensor(6.5391, device='cuda:0') (tensor(12.6754, device='cuda:0')) | > loss_gen: 2.6227405071258545 (2.4823423283440724) | > loss_kl: 1.8784501552581787 (1.792274296283722) | > loss_feat: 7.237302303314209 (7.095112562179565) | > loss_mel: 18.212059020996094 (18.786370004926408) | > loss_duration: 2.0602829456329346 (2.1546309164592197) | > loss_1: 32.010833740234375 (32.310729707990376) | > grad_norm_1: tensor(156.7152, device='cuda:0') (tensor(86.3188, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3379 (0.34345172132764545) | > loader_time: 0.0031 (0.003098998750959124)  --> TIME: 2024-06-11 05:08:56 -- STEP: 39/330 -- GLOBAL_STEP: 194300 | > loss_disc: 2.3572232723236084 (2.319011859404735) | > loss_disc_real_0: 0.0879826620221138 (0.10790798774896523) | > loss_disc_real_1: 0.17084690928459167 (0.19780556742961589) | > loss_disc_real_2: 0.2421507090330124 (0.2120314549941283) | > loss_disc_real_3: 0.20001210272312164 (0.22412004455541953) | > loss_disc_real_4: 0.191000297665596 (0.22388387261292872) | > loss_disc_real_5: 0.20310907065868378 (0.2167571320747718) | > loss_0: 2.3572232723236084 (2.319011859404735) | > grad_norm_0: tensor(18.8938, device='cuda:0') (tensor(10.8427, device='cuda:0')) | > loss_gen: 2.497711181640625 (2.511548726986616) | > loss_kl: 2.0863912105560303 (1.8582704953658276) | > loss_feat: 8.542588233947754 (7.164947375273093) | > loss_mel: 18.68913459777832 (18.541300309010037) | > loss_duration: 2.016986131668091 (2.0766871464558134) | > loss_1: 33.83281326293945 (32.152753927768806) | > grad_norm_1: tensor(202.9968, device='cuda:0') (tensor(109.6710, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3527 (0.34712378184000653) | > loader_time: 0.0033 (0.003258540080143855)  --> TIME: 2024-06-11 05:09:05 -- STEP: 64/330 -- GLOBAL_STEP: 194325 | > loss_disc: 2.228793144226074 (2.3211285397410393) | > loss_disc_real_0: 0.10429583489894867 (0.10837386548519135) | > loss_disc_real_1: 0.19121621549129486 (0.20126449898816645) | > loss_disc_real_2: 0.19444021582603455 (0.21167570049874485) | > loss_disc_real_3: 0.19191640615463257 (0.22417229623533785) | > loss_disc_real_4: 0.20077085494995117 (0.2251968770287931) | > loss_disc_real_5: 0.20042279362678528 (0.21860065660439432) | > loss_0: 2.228793144226074 (2.3211285397410393) | > grad_norm_0: tensor(18.3260, device='cuda:0') (tensor(12.6472, device='cuda:0')) | > loss_gen: 2.586516857147217 (2.5317601077258587) | > loss_kl: 1.9893313646316528 (1.8712506126612425) | > loss_feat: 7.887093544006348 (7.267919294536114) | > loss_mel: 18.875350952148438 (18.56105926632881) | > loss_duration: 2.019383430480957 (2.0526129957288504) | > loss_1: 33.3576774597168 (32.28460195660591) | > grad_norm_1: tensor(263.6538, device='cuda:0') (tensor(144.5158, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3524 (0.3497794605791569) | > loader_time: 0.0036 (0.0033775456249713898)  --> TIME: 2024-06-11 05:09:14 -- STEP: 89/330 -- GLOBAL_STEP: 194350 | > loss_disc: 2.2661852836608887 (2.3195247462626245) | > loss_disc_real_0: 0.13579607009887695 (0.10953397370791168) | > loss_disc_real_1: 0.16386155784130096 (0.2019056903847148) | > loss_disc_real_2: 0.20661872625350952 (0.21107398073994713) | > loss_disc_real_3: 0.19956426322460175 (0.22524489294946864) | > loss_disc_real_4: 0.22310028970241547 (0.22477196408121775) | > loss_disc_real_5: 0.24607917666435242 (0.2173143153110247) | > loss_0: 2.2661852836608887 (2.3195247462626245) | > grad_norm_0: tensor(33.5977, device='cuda:0') (tensor(15.0444, device='cuda:0')) | > loss_gen: 2.516411781311035 (2.532223363940636) | > loss_kl: 1.8069723844528198 (1.871134993735324) | > loss_feat: 7.162448883056641 (7.302753812811348) | > loss_mel: 18.16085433959961 (18.49810917457837) | > loss_duration: 2.024989128112793 (2.042391333687171) | > loss_1: 31.671676635742188 (32.2466125916899) | > grad_norm_1: tensor(318.8072, device='cuda:0') (tensor(184.4856, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3787 (0.35228075873985726) | > loader_time: 0.0038 (0.003471446840950612)  --> TIME: 2024-06-11 05:09:23 -- STEP: 114/330 -- GLOBAL_STEP: 194375 | > loss_disc: 2.443556785583496 (2.3196156756919732) | > loss_disc_real_0: 0.12996762990951538 (0.10913238687473431) | > loss_disc_real_1: 0.17400993406772614 (0.2002826668975646) | > loss_disc_real_2: 0.20086640119552612 (0.21242664153115792) | > loss_disc_real_3: 0.2262483388185501 (0.2262483997303143) | > loss_disc_real_4: 0.189684197306633 (0.22402866733701607) | > loss_disc_real_5: 0.26014119386672974 (0.2187878377082055) | > loss_0: 2.443556785583496 (2.3196156756919732) | > grad_norm_0: tensor(30.1564, device='cuda:0') (tensor(17.9050, device='cuda:0')) | > loss_gen: 2.422071695327759 (2.5472484827041626) | > loss_kl: 1.8633100986480713 (1.8701399836623878) | > loss_feat: 7.364615440368652 (7.34313738555239) | > loss_mel: 18.874160766601562 (18.485205918027635) | > loss_duration: 2.0617246627807617 (2.041041585437038) | > loss_1: 32.585880279541016 (32.286773296824684) | > grad_norm_1: tensor(207.1720, device='cuda:0') (tensor(211.6449, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3968 (0.35825448914578095) | > loader_time: 0.0046 (0.0036343440674898916)  --> TIME: 2024-06-11 05:09:33 -- STEP: 139/330 -- GLOBAL_STEP: 194400 | > loss_disc: 2.493645429611206 (2.3170076462862306) | > loss_disc_real_0: 0.13252106308937073 (0.10808888753112271) | > loss_disc_real_1: 0.19247132539749146 (0.2002021721798739) | > loss_disc_real_2: 0.19378158450126648 (0.2128222756248584) | > loss_disc_real_3: 0.22561827301979065 (0.22577926709497576) | > loss_disc_real_4: 0.21900396049022675 (0.22403601380132082) | > loss_disc_real_5: 0.18764767050743103 (0.21795740766490965) | > loss_0: 2.493645429611206 (2.3170076462862306) | > grad_norm_0: tensor(21.0769, device='cuda:0') (tensor(19.5344, device='cuda:0')) | > loss_gen: 2.3447117805480957 (2.5537738268323937) | > loss_kl: 1.9498872756958008 (1.8703056093600157) | > loss_feat: 6.854035377502441 (7.3628508204178855) | > loss_mel: 18.789592742919922 (18.491699342247387) | > loss_duration: 2.0985000133514404 (2.0444974436176757) | > loss_1: 32.03672790527344 (32.323127005597684) | > grad_norm_1: tensor(271.3667, device='cuda:0') (tensor(232.3798, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3857 (0.3613422448686559) | > loader_time: 0.0043 (0.003756423648312795)  --> TIME: 2024-06-11 05:09:43 -- STEP: 164/330 -- GLOBAL_STEP: 194425 | > loss_disc: 2.3640387058258057 (2.3148819557050397) | > loss_disc_real_0: 0.09692404419183731 (0.1079941431015003) | > loss_disc_real_1: 0.180808424949646 (0.19889424959333932) | > loss_disc_real_2: 0.25909915566444397 (0.21259414132048443) | > loss_disc_real_3: 0.24292801320552826 (0.22631358927706394) | > loss_disc_real_4: 0.23667773604393005 (0.22378466151109555) | > loss_disc_real_5: 0.25625813007354736 (0.21800279735428532) | > loss_0: 2.3640387058258057 (2.3148819557050397) | > grad_norm_0: tensor(29.9944, device='cuda:0') (tensor(21.7444, device='cuda:0')) | > loss_gen: 2.706976890563965 (2.5621685371166314) | > loss_kl: 1.8549867868423462 (1.8785832466148749) | > loss_feat: 7.084225177764893 (7.382531264933144) | > loss_mel: 17.690715789794922 (18.484809352130426) | > loss_duration: 2.113140106201172 (2.0464326477632278) | > loss_1: 31.45004653930664 (32.354525031113035) | > grad_norm_1: tensor(141.4387, device='cuda:0') (tensor(251.7686, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3809 (0.3656063385126067) | > loader_time: 0.0042 (0.0039017520299771936)  --> TIME: 2024-06-11 05:09:53 -- STEP: 189/330 -- GLOBAL_STEP: 194450 | > loss_disc: 2.276519536972046 (2.3150427896509727) | > loss_disc_real_0: 0.08376104384660721 (0.1090981372528606) | > loss_disc_real_1: 0.18595470488071442 (0.19844385642538626) | > loss_disc_real_2: 0.22222940623760223 (0.21267091888914663) | > loss_disc_real_3: 0.215327188372612 (0.22647125080779748) | > loss_disc_real_4: 0.21492768824100494 (0.22368179356294965) | > loss_disc_real_5: 0.21024593710899353 (0.2173920205188176) | > loss_0: 2.276519536972046 (2.3150427896509727) | > grad_norm_0: tensor(15.0559, device='cuda:0') (tensor(22.9863, device='cuda:0')) | > loss_gen: 2.790578603744507 (2.5608902002768525) | > loss_kl: 1.944852352142334 (1.88639916124798) | > loss_feat: 7.291823863983154 (7.3645524978637695) | > loss_mel: 17.99064826965332 (18.45108501494877) | > loss_duration: 2.127730131149292 (2.05273282843292) | > loss_1: 32.145633697509766 (32.315659709708406) | > grad_norm_1: tensor(419.9628, device='cuda:0') (tensor(272.8887, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.3883 (0.36849367807781885) | > loader_time: 0.0048 (0.004040088603105494)  --> TIME: 2024-06-11 05:10:03 -- STEP: 214/330 -- GLOBAL_STEP: 194475 | > loss_disc: 2.310598850250244 (2.3172736724960474) | > loss_disc_real_0: 0.1320142149925232 (0.11079310657125767) | > loss_disc_real_1: 0.21298512816429138 (0.19880958653499034) | > loss_disc_real_2: 0.2135707587003708 (0.2125373254312533) | > loss_disc_real_3: 0.21643035113811493 (0.2266199288663463) | > loss_disc_real_4: 0.20099680125713348 (0.22405640251725634) | > loss_disc_real_5: 0.21650424599647522 (0.21778654690100768) | > loss_0: 2.310598850250244 (2.3172736724960474) | > grad_norm_0: tensor(19.1951, device='cuda:0') (tensor(25.4196, device='cuda:0')) | > loss_gen: 2.6151466369628906 (2.5627978494234167) | > loss_kl: 1.9538625478744507 (1.890633473329455) | > loss_feat: 6.567134380340576 (7.363319938427934) | > loss_mel: 17.86104965209961 (18.417348300185157) | > loss_duration: 2.1495747566223145 (2.0593329924289296) | > loss_1: 31.146766662597656 (32.29343257440585) | > grad_norm_1: tensor(407.5950, device='cuda:0') (tensor(286.8414, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.4123 (0.37173291010277293) | > loader_time: 0.0053 (0.0041669116956051236)  --> TIME: 2024-06-11 05:10:14 -- STEP: 239/330 -- GLOBAL_STEP: 194500 | > loss_disc: 2.3333253860473633 (2.319405824070695) | > loss_disc_real_0: 0.0601075142621994 (0.11141828778024498) | > loss_disc_real_1: 0.18744874000549316 (0.19910925676633123) | > loss_disc_real_2: 0.23178426921367645 (0.2128142501270422) | > loss_disc_real_3: 0.22272826731204987 (0.22648346355520033) | > loss_disc_real_4: 0.20732524991035461 (0.22338108387951072) | > loss_disc_real_5: 0.20727774500846863 (0.21759549562651742) | > loss_0: 2.3333253860473633 (2.319405824070695) | > grad_norm_0: tensor(38.1378, device='cuda:0') (tensor(28.0544, device='cuda:0')) | > loss_gen: 2.5311052799224854 (2.5625391345642594) | > loss_kl: 1.9283664226531982 (1.8927046733920045) | > loss_feat: 7.591750144958496 (7.353659097120851) | > loss_mel: 17.632213592529297 (18.366239563690566) | > loss_duration: 2.0986571311950684 (2.0669081470457558) | > loss_1: 31.782093048095703 (32.24205067367235) | > grad_norm_1: tensor(569.6448, device='cuda:0') (tensor(301.8090, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.4188 (0.37601147236684374) | > loader_time: 0.0071 (0.004317928058831758) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_194500.pth  --> TIME: 2024-06-11 05:10:30 -- STEP: 264/330 -- GLOBAL_STEP: 194525 | > loss_disc: 2.26944637298584 (2.322234405712648) | > loss_disc_real_0: 0.08976778388023376 (0.11245182732289488) | > loss_disc_real_1: 0.21568594872951508 (0.19916275437131073) | > loss_disc_real_2: 0.19905129075050354 (0.21334204252696398) | > loss_disc_real_3: 0.25668659806251526 (0.22711599708506555) | > loss_disc_real_4: 0.2607596516609192 (0.2237470858927929) | > loss_disc_real_5: 0.22876295447349548 (0.21802859821102835) | > loss_0: 2.26944637298584 (2.322234405712648) | > grad_norm_0: tensor(8.5305, device='cuda:0') (tensor(28.7191, device='cuda:0')) | > loss_gen: 2.4701197147369385 (2.5574837715336765) | > loss_kl: 2.0560905933380127 (1.8961509077837972) | > loss_feat: 7.036330223083496 (7.343700085625504) | > loss_mel: 18.344024658203125 (18.314155560551264) | > loss_duration: 2.192098379135132 (2.073991472070865) | > loss_1: 32.098663330078125 (32.185481858975976) | > grad_norm_1: tensor(136.4439, device='cuda:0') (tensor(308.5812, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.4523 (0.3820327710021626) | > loader_time: 0.0067 (0.004509234970266166)  --> TIME: 2024-06-11 05:10:41 -- STEP: 289/330 -- GLOBAL_STEP: 194550 | > loss_disc: 2.4297091960906982 (2.3227822491866905) | > loss_disc_real_0: 0.15957951545715332 (0.11316858678024945) | > loss_disc_real_1: 0.22829142212867737 (0.19917577376208914) | > loss_disc_real_2: 0.20838941633701324 (0.21311229482860305) | > loss_disc_real_3: 0.25295522809028625 (0.22716059801281535) | > loss_disc_real_4: 0.25039801001548767 (0.22387353297335882) | > loss_disc_real_5: 0.23310303688049316 (0.21772383447336902) | > loss_0: 2.4297091960906982 (2.3227822491866905) | > grad_norm_0: tensor(14.2038, device='cuda:0') (tensor(28.5927, device='cuda:0')) | > loss_gen: 2.400883197784424 (2.551876398106347) | > loss_kl: 1.9118045568466187 (1.8991534437687752) | > loss_feat: 6.623040199279785 (7.344539153947137) | > loss_mel: 17.493471145629883 (18.270842222193938) | > loss_duration: 2.222546100616455 (2.0826418540056992) | > loss_1: 30.651744842529297 (32.14905313142032) | > grad_norm_1: tensor(73.7831, device='cuda:0') (tensor(307.5180, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.4657 (0.3880084361172053) | > loader_time: 0.0072 (0.004696208300475017)  --> TIME: 2024-06-11 05:10:54 -- STEP: 314/330 -- GLOBAL_STEP: 194575 | > loss_disc: 2.4377942085266113 (2.3279544775653047) | > loss_disc_real_0: 0.09264444559812546 (0.11469151594551505) | > loss_disc_real_1: 0.19174307584762573 (0.19956151486202398) | > loss_disc_real_2: 0.24189460277557373 (0.21326866337827816) | > loss_disc_real_3: 0.2248319834470749 (0.22729845610773491) | > loss_disc_real_4: 0.23762662708759308 (0.22416088858227826) | > loss_disc_real_5: 0.23822495341300964 (0.21783063342426992) | > loss_0: 2.4377942085266113 (2.3279544775653047) | > grad_norm_0: tensor(55.8895, device='cuda:0') (tensor(29.5635, device='cuda:0')) | > loss_gen: 2.31524920463562 (2.5457443750588) | > loss_kl: 1.8486186265945435 (1.8995238743769896) | > loss_feat: 7.66652250289917 (7.34939249761545) | > loss_mel: 18.06930923461914 (18.236865617667032) | > loss_duration: 2.2640671730041504 (2.095150049325005) | > loss_1: 32.16376495361328 (32.12667647440724) | > grad_norm_1: tensor(331.3620, device='cuda:0') (tensor(315.9095, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.5308 (0.39607119028735305) | > loader_time: 0.0081 (0.004905834319485221)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3405063152313232 (2.3405063152313232) | > loss_disc_real_0: 0.07311040163040161 (0.07311040163040161) | > loss_disc_real_1: 0.2298886924982071 (0.2298886924982071) | > loss_disc_real_2: 0.16551683843135834 (0.16551683843135834) | > loss_disc_real_3: 0.18482370674610138 (0.18482370674610138) | > loss_disc_real_4: 0.22466877102851868 (0.22466877102851868) | > loss_disc_real_5: 0.26517483592033386 (0.26517483592033386) | > loss_0: 2.3405063152313232 (2.3405063152313232) | > loss_gen: 2.2393157482147217 (2.2393157482147217) | > loss_kl: 2.4150390625 (2.4150390625) | > loss_feat: 7.152193546295166 (7.152193546295166) | > loss_mel: 17.53894805908203 (17.53894805908203) | > loss_duration: 2.798058032989502 (2.798058032989502) | > loss_1: 32.1435546875 (32.1435546875)  --> STEP: 1 | > loss_disc: 2.425593376159668 (2.425593376159668) | > loss_disc_real_0: 0.09655596315860748 (0.09655596315860748) | > loss_disc_real_1: 0.18548347055912018 (0.18548347055912018) | > loss_disc_real_2: 0.20616589486598969 (0.20616589486598969) | > loss_disc_real_3: 0.2926476001739502 (0.2926476001739502) | > loss_disc_real_4: 0.22591540217399597 (0.22591540217399597) | > loss_disc_real_5: 0.23682385683059692 (0.23682385683059692) | > loss_0: 2.425593376159668 (2.425593376159668) | > loss_gen: 2.1469545364379883 (2.1469545364379883) | > loss_kl: 2.7086341381073 (2.7086341381073) | > loss_feat: 5.577244281768799 (5.577244281768799) | > loss_mel: 18.282121658325195 (18.282121658325195) | > loss_duration: 2.378274440765381 (2.378274440765381) | > loss_1: 31.093229293823242 (31.093229293823242)  --> STEP: 2 | > loss_disc: 2.1911239624023438 (2.308358669281006) | > loss_disc_real_0: 0.07529181241989136 (0.08592388778924942) | > loss_disc_real_1: 0.21837766468524933 (0.20193056762218475) | > loss_disc_real_2: 0.2625599503517151 (0.2343629226088524) | > loss_disc_real_3: 0.1914384812116623 (0.24204304069280624) | > loss_disc_real_4: 0.19515392184257507 (0.21053466200828552) | > loss_disc_real_5: 0.14510993659496307 (0.19096689671278) | > loss_0: 2.1911239624023438 (2.308358669281006) | > loss_gen: 2.396700620651245 (2.2718275785446167) | > loss_kl: 2.476074457168579 (2.5923542976379395) | > loss_feat: 7.254947662353516 (6.416095972061157) | > loss_mel: 19.611583709716797 (18.946852684020996) | > loss_duration: 2.515805244445801 (2.447039842605591) | > loss_1: 34.25511169433594 (32.67417049407959)  --> STEP: 3 | > loss_disc: 2.259772539138794 (2.292163292566935) | > loss_disc_real_0: 0.12676571309566498 (0.09953782955805461) | > loss_disc_real_1: 0.2250206172466278 (0.20962725083033243) | > loss_disc_real_2: 0.1879730224609375 (0.21889962255954742) | > loss_disc_real_3: 0.1950080543756485 (0.22636471192042032) | > loss_disc_real_4: 0.19228701293468475 (0.20445211231708527) | > loss_disc_real_5: 0.24435527622699738 (0.20876302321751913) | > loss_0: 2.259772539138794 (2.292163292566935) | > loss_gen: 2.529493808746338 (2.3577163219451904) | > loss_kl: 2.54008150100708 (2.57493003209432) | > loss_feat: 6.81320333480835 (6.548465092976888) | > loss_mel: 17.819067001342773 (18.570924123128254) | > loss_duration: 2.2663164138793945 (2.386798699696859) | > loss_1: 31.968162536621094 (32.43883450826009)  --> STEP: 4 | > loss_disc: 2.0714077949523926 (2.2369744181632996) | > loss_disc_real_0: 0.07917526364326477 (0.09444718807935715) | > loss_disc_real_1: 0.190181165933609 (0.20476572960615158) | > loss_disc_real_2: 0.17318016290664673 (0.20746975764632225) | > loss_disc_real_3: 0.2201710045337677 (0.22481628507375717) | > loss_disc_real_4: 0.15391181409358978 (0.1918170377612114) | > loss_disc_real_5: 0.12170957028865814 (0.18699965998530388) | > loss_0: 2.0714077949523926 (2.2369744181632996) | > loss_gen: 2.3995556831359863 (2.3681761622428894) | > loss_kl: 2.9335970878601074 (2.6645967960357666) | > loss_feat: 9.357417106628418 (7.2507030963897705) | > loss_mel: 19.109725952148438 (18.7056245803833) | > loss_duration: 2.3043503761291504 (2.3661866188049316) | > loss_1: 36.10464859008789 (33.35528802871704)  --> STEP: 5 | > loss_disc: 2.376051187515259 (2.2647897720336916) | > loss_disc_real_0: 0.0765293687582016 (0.09086362421512603) | > loss_disc_real_1: 0.19229257106781006 (0.20227109789848327) | > loss_disc_real_2: 0.2728578448295593 (0.22054737508296968) | > loss_disc_real_3: 0.24584147334098816 (0.22902132272720338) | > loss_disc_real_4: 0.18018469214439392 (0.1894905686378479) | > loss_disc_real_5: 0.19896745681762695 (0.1893932193517685) | > loss_0: 2.376051187515259 (2.2647897720336916) | > loss_gen: 2.2556188106536865 (2.345664691925049) | > loss_kl: 2.5397708415985107 (2.6396316051483155) | > loss_feat: 6.443745136260986 (7.089311504364014) | > loss_mel: 19.900068283081055 (18.94451332092285) | > loss_duration: 2.30294132232666 (2.3535375595092773) | > loss_1: 33.442142486572266 (33.37265892028809)  --> STEP: 6 | > loss_disc: 2.1487395763397217 (2.2454480727513633) | > loss_disc_real_0: 0.05902887135744095 (0.08555783207217853) | > loss_disc_real_1: 0.1393197625875473 (0.19177920867999396) | > loss_disc_real_2: 0.1948053240776062 (0.21625703324874243) | > loss_disc_real_3: 0.22951994836330414 (0.22910442699988684) | > loss_disc_real_4: 0.1621212661266327 (0.18492901821931204) | > loss_disc_real_5: 0.19462747871875763 (0.19026559591293335) | > loss_0: 2.1487395763397217 (2.2454480727513633) | > loss_gen: 2.2629711627960205 (2.331882437070211) | > loss_kl: 2.4141719341278076 (2.602054993311564) | > loss_feat: 7.10782527923584 (7.092397133509318) | > loss_mel: 18.75506019592285 (18.91293780008952) | > loss_duration: 2.0957155227661133 (2.3105672200520835) | > loss_1: 32.635746002197266 (33.249840100606285)  --> STEP: 7 | > loss_disc: 2.2664973735809326 (2.248455115727016) | > loss_disc_real_0: 0.11219406127929688 (0.08936300767319542) | > loss_disc_real_1: 0.21998749673366547 (0.19580896411623275) | > loss_disc_real_2: 0.19253161549568176 (0.21286768785544805) | > loss_disc_real_3: 0.24621263146400452 (0.2315484562090465) | > loss_disc_real_4: 0.16076497733592987 (0.18147701237882888) | > loss_disc_real_5: 0.19616958498954773 (0.19110902292387827) | > loss_0: 2.2664973735809326 (2.248455115727016) | > loss_gen: 2.2393033504486084 (2.318656853267125) | > loss_kl: 3.567157506942749 (2.739926780973162) | > loss_feat: 7.573819637298584 (7.161171776907785) | > loss_mel: 17.10831642150879 (18.655134746006556) | > loss_duration: 2.457737684249878 (2.3315915720803395) | > loss_1: 32.94633483886719 (33.206482206072124)  --> STEP: 8 | > loss_disc: 2.391690254211426 (2.266359508037567) | > loss_disc_real_0: 0.09885074198246002 (0.0905489744618535) | > loss_disc_real_1: 0.2900570333003998 (0.20758997276425362) | > loss_disc_real_2: 0.23503145575523376 (0.21563815884292126) | > loss_disc_real_3: 0.2786405682563782 (0.23743497021496296) | > loss_disc_real_4: 0.15853245556354523 (0.1786089427769184) | > loss_disc_real_5: 0.2379104197025299 (0.19695919752120972) | > loss_0: 2.391690254211426 (2.266359508037567) | > loss_gen: 2.3894853591918945 (2.327510416507721) | > loss_kl: 2.91825795173645 (2.762218177318573) | > loss_feat: 7.854427814483643 (7.247828781604767) | > loss_mel: 21.644718170166016 (19.02883267402649) | > loss_duration: 2.1829042434692383 (2.313005656003952) | > loss_1: 36.98979187011719 (33.67939591407776)  --> STEP: 9 | > loss_disc: 1.983808159828186 (2.2349649137920804) | > loss_disc_real_0: 0.07781846076250076 (0.0891344729397032) | > loss_disc_real_1: 0.1552019864320755 (0.20176908539401162) | > loss_disc_real_2: 0.2242785543203354 (0.21659820278485617) | > loss_disc_real_3: 0.23450849950313568 (0.2371098068025377) | > loss_disc_real_4: 0.15335425734519958 (0.17580286661783853) | > loss_disc_real_5: 0.2285723239183426 (0.20047176712089115) | > loss_0: 1.983808159828186 (2.2349649137920804) | > loss_gen: 2.713956594467163 (2.3704488807254367) | > loss_kl: 2.5752713680267334 (2.7414463096194797) | > loss_feat: 8.280126571655273 (7.362528536054823) | > loss_mel: 21.38934898376465 (19.291112263997395) | > loss_duration: 2.1576552391052246 (2.2957444985707602) | > loss_1: 37.116355895996094 (34.06128035651313)  --> STEP: 10 | > loss_disc: 2.2724430561065674 (2.238712728023529) | > loss_disc_real_0: 0.07340149581432343 (0.08756117522716522) | > loss_disc_real_1: 0.18579760193824768 (0.20017193704843522) | > loss_disc_real_2: 0.19438037276268005 (0.21437641978263855) | > loss_disc_real_3: 0.1983427256345749 (0.23323309868574144) | > loss_disc_real_4: 0.16182969510555267 (0.17440554946660997) | > loss_disc_real_5: 0.14771537482738495 (0.19519612789154053) | > loss_0: 2.2724430561065674 (2.238712728023529) | > loss_gen: 2.0357885360717773 (2.336982846260071) | > loss_kl: 2.336574077606201 (2.700959086418152) | > loss_feat: 7.048861980438232 (7.331161880493164) | > loss_mel: 18.952482223510742 (19.25724925994873) | > loss_duration: 2.3727288246154785 (2.303442931175232) | > loss_1: 32.746437072753906 (33.929796028137204)  --> STEP: 11 | > loss_disc: 2.220832109451294 (2.237087217244235) | > loss_disc_real_0: 0.1782250702381134 (0.09580334750088779) | > loss_disc_real_1: 0.14480216801166534 (0.19513832168145614) | > loss_disc_real_2: 0.30442118644714355 (0.22256230766122992) | > loss_disc_real_3: 0.2126082330942154 (0.2313581109046936) | > loss_disc_real_4: 0.1459701955318451 (0.17182051729072223) | > loss_disc_real_5: 0.21743442118167877 (0.19721779091791672) | > loss_0: 2.220832109451294 (2.237087217244235) | > loss_gen: 2.5603673458099365 (2.3572905280373315) | > loss_kl: 3.1022017002105713 (2.7374356876720083) | > loss_feat: 8.209650993347168 (7.411024527116255) | > loss_mel: 18.6533145904541 (19.202346108176492) | > loss_duration: 2.3799686431884766 (2.310399814085527) | > loss_1: 34.90550231933594 (34.01849660006437)  --> STEP: 12 | > loss_disc: 2.1573495864868164 (2.2304424146811166) | > loss_disc_real_0: 0.08731785416603088 (0.09509622305631638) | > loss_disc_real_1: 0.2322133481502533 (0.19822790722052255) | > loss_disc_real_2: 0.21772004663944244 (0.2221587859094143) | > loss_disc_real_3: 0.1909220963716507 (0.22798844302694002) | > loss_disc_real_4: 0.15334206819534302 (0.17028064653277397) | > loss_disc_real_5: 0.21427834033966064 (0.19863950336972871) | > loss_0: 2.1573495864868164 (2.2304424146811166) | > loss_gen: 2.4954066276550293 (2.368800203005473) | > loss_kl: 2.0127193927764893 (2.6770426630973816) | > loss_feat: 7.817233085632324 (7.444875240325928) | > loss_mel: 19.40252113342285 (19.219027360280354) | > loss_duration: 2.260561943054199 (2.3062466581662497) | > loss_1: 33.988441467285156 (34.0159920056661)  --> STEP: 13 | > loss_disc: 2.288914203643799 (2.234940244601323) | > loss_disc_real_0: 0.10285908728837967 (0.09569336645878278) | > loss_disc_real_1: 0.17587606608867645 (0.19650853482576516) | > loss_disc_real_2: 0.2558283507823944 (0.22474875243810508) | > loss_disc_real_3: 0.2867628037929535 (0.23250954770124876) | > loss_disc_real_4: 0.2278062105178833 (0.1747056899162439) | > loss_disc_real_5: 0.1891546994447708 (0.1979099030678089) | > loss_0: 2.288914203643799 (2.234940244601323) | > loss_gen: 2.5693490505218506 (2.38422703742981) | > loss_kl: 2.869593620300293 (2.6918542751899133) | > loss_feat: 7.076333999633789 (7.41652591411884) | > loss_mel: 15.980801582336426 (18.969933069669285) | > loss_duration: 2.145453929901123 (2.29387798676124) | > loss_1: 30.64153289794922 (33.756418228149414)  --> STEP: 14 | > loss_disc: 2.3486788272857666 (2.243064429078783) | > loss_disc_real_0: 0.13103000819683075 (0.09821741229721478) | > loss_disc_real_1: 0.1725485920906067 (0.19479711034468242) | > loss_disc_real_2: 0.2661917209625244 (0.2277089644755636) | > loss_disc_real_3: 0.2594256103038788 (0.23443212360143661) | > loss_disc_real_4: 0.2318817377090454 (0.17878969333001546) | > loss_disc_real_5: 0.26318907737731934 (0.2025727012327739) | > loss_0: 2.3486788272857666 (2.243064429078783) | > loss_gen: 2.464980363845825 (2.3899951321738113) | > loss_kl: 3.3762125968933105 (2.7407370124544417) | > loss_feat: 5.857686996459961 (7.305180277143206) | > loss_mel: 18.135900497436523 (18.9103593145098) | > loss_duration: 2.3536787033081055 (2.2981494665145874) | > loss_1: 32.18846130371094 (33.64442130497524)  --> STEP: 15 | > loss_disc: 2.4015393257141113 (2.2536294221878053) | > loss_disc_real_0: 0.24374258518218994 (0.10791909048954645) | > loss_disc_real_1: 0.25789496302604675 (0.1990036338567734) | > loss_disc_real_2: 0.23837924003601074 (0.2284203161795934) | > loss_disc_real_3: 0.17904162406921387 (0.23073942363262176) | > loss_disc_real_4: 0.124848872423172 (0.17519363860289255) | > loss_disc_real_5: 0.17500151693820953 (0.20073462227980296) | > loss_0: 2.4015393257141113 (2.2536294221878053) | > loss_gen: 2.2816362380981445 (2.3827712059021002) | > loss_kl: 3.4105188846588135 (2.7853891372680666) | > loss_feat: 7.1437578201293945 (7.294418780008952) | > loss_mel: 18.279687881469727 (18.86831455230713) | > loss_duration: 2.285628318786621 (2.297314723332723) | > loss_1: 33.40122985839844 (33.628208541870116)  --> STEP: 16 | > loss_disc: 2.5891075134277344 (2.2745968028903008) | > loss_disc_real_0: 0.14101049304008484 (0.1099873031489551) | > loss_disc_real_1: 0.23078370094299316 (0.2009898880496621) | > loss_disc_real_2: 0.2120189219713211 (0.22739522904157639) | > loss_disc_real_3: 0.28358185291290283 (0.23404207546263933) | > loss_disc_real_4: 0.21636970341205597 (0.17776714265346527) | > loss_disc_real_5: 0.28690505027770996 (0.20612027402967215) | > loss_0: 2.5891075134277344 (2.2745968028903008) | > loss_gen: 2.091296672821045 (2.364554047584534) | > loss_kl: 2.5383899211883545 (2.7699516862630844) | > loss_feat: 4.724313735961914 (7.133787214756012) | > loss_mel: 13.999064445495605 (18.56398642063141) | > loss_duration: 2.316801071166992 (2.298532620072365) | > loss_1: 25.66986656188965 (33.13081216812134)  --> STEP: 17 | > loss_disc: 2.4140172004699707 (2.282798002747928) | > loss_disc_real_0: 0.18563781678676605 (0.11443733336294398) | > loss_disc_real_1: 0.17829671502113342 (0.1996549955185722) | > loss_disc_real_2: 0.2396526038646698 (0.22811625108999364) | > loss_disc_real_3: 0.21614809334278107 (0.23298948827911825) | > loss_disc_real_4: 0.19269618391990662 (0.17864532155149124) | > loss_disc_real_5: 0.23354566097259521 (0.2077335320851382) | > loss_0: 2.4140172004699707 (2.282798002747928) | > loss_gen: 2.2035512924194336 (2.3550832972807045) | > loss_kl: 2.4129767417907715 (2.7489531601176544) | > loss_feat: 5.801202774047852 (7.0553998947143555) | > loss_mel: 17.318748474121094 (18.490737129660214) | > loss_duration: 2.4146041870117188 (2.3053603593040917) | > loss_1: 30.151084899902344 (32.95553409352022)  --> STEP: 18 | > loss_disc: 2.240765333175659 (2.280462854438358) | > loss_disc_real_0: 0.10571755468845367 (0.11395290121436119) | > loss_disc_real_1: 0.2608296275138855 (0.20305358618497849) | > loss_disc_real_2: 0.292904257774353 (0.23171558479468027) | > loss_disc_real_3: 0.2661854922771454 (0.2348337107234531) | > loss_disc_real_4: 0.1795133352279663 (0.17869354453351763) | > loss_disc_real_5: 0.21007491648197174 (0.2078636089960734) | > loss_0: 2.240765333175659 (2.280462854438358) | > loss_gen: 2.824620485305786 (2.3811686966154313) | > loss_kl: 2.7143383026123047 (2.747030112478468) | > loss_feat: 8.681344985961914 (7.145730177561442) | > loss_mel: 20.813966751098633 (18.61980544196235) | > loss_duration: 2.222367286682129 (2.3007496330473156) | > loss_1: 37.25663375854492 (33.194484074910484)  --> STEP: 19 | > loss_disc: 2.3197500705718994 (2.2825306026559127) | > loss_disc_real_0: 0.10905461758375168 (0.11369509681275017) | > loss_disc_real_1: 0.2599449157714844 (0.20604786668953143) | > loss_disc_real_2: 0.263711154460907 (0.2333995621455343) | > loss_disc_real_3: 0.2195335179567337 (0.23402843741994156) | > loss_disc_real_4: 0.1688576191663742 (0.1781758642510364) | > loss_disc_real_5: 0.1969723403453827 (0.20729038433024757) | > loss_0: 2.3197500705718994 (2.2825306026559127) | > loss_gen: 2.3961567878723145 (2.3819575435236886) | > loss_kl: 1.7174983024597168 (2.6928442277406393) | > loss_feat: 9.44018840789795 (7.266491137052837) | > loss_mel: 17.970584869384766 (18.585635938142474) | > loss_duration: 2.301258087158203 (2.300776393789994) | > loss_1: 33.82568359375 (33.227705102217826)  --> STEP: 20 | > loss_disc: 2.246976375579834 (2.2807528913021087) | > loss_disc_real_0: 0.046980880200862885 (0.1103593859821558) | > loss_disc_real_1: 0.19664908945560455 (0.20557792782783507) | > loss_disc_real_2: 0.19891273975372314 (0.23167522102594376) | > loss_disc_real_3: 0.2205064445734024 (0.2333523377776146) | > loss_disc_real_4: 0.22937223315238953 (0.18073568269610404) | > loss_disc_real_5: 0.21038490533828735 (0.20744511038064956) | > loss_0: 2.246976375579834 (2.2807528913021087) | > loss_gen: 2.2647643089294434 (2.376097881793976) | > loss_kl: 1.9717541933059692 (2.6567897260189057) | > loss_feat: 6.106748104095459 (7.208503985404969) | > loss_mel: 18.28812026977539 (18.57076015472412) | > loss_duration: 2.303142786026001 (2.300894713401794) | > loss_1: 30.93453025817871 (33.11304636001587)  --> STEP: 21 | > loss_disc: 2.105281352996826 (2.272397103763762) | > loss_disc_real_0: 0.1036587730050087 (0.11004030917372022) | > loss_disc_real_1: 0.18816865980625153 (0.20474891506490253) | > loss_disc_real_2: 0.19461584091186523 (0.22991048863955907) | > loss_disc_real_3: 0.24177461862564087 (0.23375339877037776) | > loss_disc_real_4: 0.19150260090827942 (0.18124839308716) | > loss_disc_real_5: 0.20256122946739197 (0.2072125446228754) | > loss_0: 2.105281352996826 (2.272397103763762) | > loss_gen: 2.4004693031311035 (2.377258425667173) | > loss_kl: 2.2829408645629883 (2.6389873992829096) | > loss_feat: 5.685337543487549 (7.135972250075567) | > loss_mel: 18.432723999023438 (18.56418700445266) | > loss_duration: 2.1392626762390137 (2.293197949727376) | > loss_1: 30.94073486328125 (33.009602955409456)  --> STEP: 22 | > loss_disc: 2.3296420574188232 (2.2749991471117195) | > loss_disc_real_0: 0.12291267514228821 (0.11062541671774605) | > loss_disc_real_1: 0.16486972570419312 (0.20293622463941574) | > loss_disc_real_2: 0.32937079668045044 (0.23443141173232684) | > loss_disc_real_3: 0.25612127780914307 (0.2347701205448671) | > loss_disc_real_4: 0.19748710095882416 (0.18198651617223566) | > loss_disc_real_5: 0.25580090284347534 (0.20942110636017539) | > loss_0: 2.3296420574188232 (2.2749991471117195) | > loss_gen: 2.5990617275238037 (2.3873403939333837) | > loss_kl: 2.169025421142578 (2.617625491185622) | > loss_feat: 8.612253189086914 (7.203075929121538) | > loss_mel: 19.07065200805664 (18.587208140980113) | > loss_duration: 2.168217658996582 (2.2875170274214307) | > loss_1: 34.61920928955078 (33.082766879688606)  --> STEP: 23 | > loss_disc: 2.4047083854675293 (2.280638679214146) | > loss_disc_real_0: 0.1544087529182434 (0.11252904003081114) | > loss_disc_real_1: 0.18836437165737152 (0.20230266581410947) | > loss_disc_real_2: 0.23777349293231964 (0.2345767196105874) | > loss_disc_real_3: 0.29649457335472107 (0.23745379240616507) | > loss_disc_real_4: 0.2085486352443695 (0.18314139091450235) | > loss_disc_real_5: 0.24371735751628876 (0.21091224771478903) | > loss_0: 2.4047083854675293 (2.280638679214146) | > loss_gen: 2.4739527702331543 (2.391106149424678) | > loss_kl: 2.252530097961426 (2.6017517784367437) | > loss_feat: 6.306870460510254 (7.164110473964525) | > loss_mel: 17.139617919921875 (18.52426943571671) | > loss_duration: 2.2972631454467773 (2.2879407716834024) | > loss_1: 30.470233917236328 (32.969178490016766)  --> STEP: 24 | > loss_disc: 2.288572311401367 (2.2809692472219467) | > loss_disc_real_0: 0.1200927123427391 (0.11284419304380815) | > loss_disc_real_1: 0.2101864218711853 (0.20263115564982095) | > loss_disc_real_2: 0.23138858377933502 (0.23444388061761856) | > loss_disc_real_3: 0.22020766139030457 (0.23673520361383757) | > loss_disc_real_4: 0.19174562394618988 (0.183499900624156) | > loss_disc_real_5: 0.24011552333831787 (0.2121290508657694) | > loss_0: 2.288572311401367 (2.2809692472219467) | > loss_gen: 2.4748897552490234 (2.3945971330006928) | > loss_kl: 2.7404298782348633 (2.607530032594999) | > loss_feat: 7.8702192306518555 (7.193531672159831) | > loss_mel: 19.143558502197266 (18.55007314682007) | > loss_duration: 2.389145612716675 (2.2921576400597887) | > loss_1: 34.61824035644531 (33.03788940111796)  --> STEP: 25 | > loss_disc: 2.8802924156188965 (2.3049421739578246) | > loss_disc_real_0: 0.20905080437660217 (0.1166924574971199) | > loss_disc_real_1: 0.19508418440818787 (0.20232927680015564) | > loss_disc_real_2: 0.37117573618888855 (0.23991315484046935) | > loss_disc_real_3: 0.30434706807136536 (0.23943967819213868) | > loss_disc_real_4: 0.22237150371074677 (0.18505476474761962) | > loss_disc_real_5: 0.3544999659061432 (0.21782388746738435) | > loss_0: 2.8802924156188965 (2.3049421739578246) | > loss_gen: 2.22174334526062 (2.38768298149109) | > loss_kl: 2.557488203048706 (2.605528359413147) | > loss_feat: 8.804407119750977 (7.257966690063476) | > loss_mel: 17.388351440429688 (18.503604278564453) | > loss_duration: 2.347929000854492 (2.2943884944915767) | > loss_1: 33.31991958618164 (33.049170608520505)  --> STEP: 26 | > loss_disc: 2.1876111030578613 (2.3004294404616723) | > loss_disc_real_0: 0.12778818607330322 (0.11711921628851157) | > loss_disc_real_1: 0.2363557368516922 (0.20363798680213782) | > loss_disc_real_2: 0.19192470610141754 (0.23806744527358276) | > loss_disc_real_3: 0.2407686710357666 (0.23949079330150896) | > loss_disc_real_4: 0.10918614268302917 (0.18213674082205847) | > loss_disc_real_5: 0.3017139732837677 (0.22105042922955292) | > loss_0: 2.1876111030578613 (2.3004294404616723) | > loss_gen: 2.627330780029297 (2.39690020451179) | > loss_kl: 2.459346294403076 (2.599905972297375) | > loss_feat: 11.197076797485352 (7.409470924964318) | > loss_mel: 20.45347023010254 (18.578599122854378) | > loss_duration: 2.3210630416870117 (2.295414438614478) | > loss_1: 39.05828857421875 (33.28029053027813) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025201944204477165 (+0.00020039081573486285) | > avg_loss_disc: 2.3004294404616723 (-0.22180327543845557) | > avg_loss_disc_real_0: 0.11711921628851157 (-0.030653646932198436) | > avg_loss_disc_real_1: 0.20363798680213782 (-0.008856620353001804) | > avg_loss_disc_real_2: 0.23806744527358276 (-0.02650808084469569) | > avg_loss_disc_real_3: 0.23949079330150896 (-0.062419800804211556) | > avg_loss_disc_real_4: 0.18213674082205847 (-0.16379931225226466) | > avg_loss_disc_real_5: 0.22105042922955292 (-0.055702611804008484) | > avg_loss_0: 2.3004294404616723 (-0.22180327543845557) | > avg_loss_gen: 2.39690020451179 (-0.21783152910379178) | > avg_loss_kl: 2.599905972297375 (+0.06933608880409858) | > avg_loss_feat: 7.409470924964318 (+0.3093802195328932) | > avg_loss_mel: 18.578599122854378 (+0.4130585010235137) | > avg_loss_duration: 2.295414438614478 (-0.0017185394580550017) | > avg_loss_1: 33.28029053027813 (+0.5722244702852635)  > EPOCH: 323/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:11:23)   --> TIME: 2024-06-11 05:11:27 -- STEP: 9/330 -- GLOBAL_STEP: 194600 | > loss_disc: 2.4059295654296875 (2.339969211154514) | > loss_disc_real_0: 0.11186766624450684 (0.11628852619065179) | > loss_disc_real_1: 0.20587249100208282 (0.18861856228775448) | > loss_disc_real_2: 0.19598311185836792 (0.2086919496456782) | > loss_disc_real_3: 0.24011148512363434 (0.22664179073439705) | > loss_disc_real_4: 0.23710353672504425 (0.21991574433114794) | > loss_disc_real_5: 0.2089395672082901 (0.22710429463121626) | > loss_0: 2.4059295654296875 (2.339969211154514) | > grad_norm_0: tensor(5.6449, device='cuda:0') (tensor(7.0668, device='cuda:0')) | > loss_gen: 2.46364164352417 (2.486610015233358) | > loss_kl: 1.819608211517334 (1.8856245146857367) | > loss_feat: 6.85903263092041 (6.75630521774292) | > loss_mel: 18.58550262451172 (18.624942779541016) | > loss_duration: 2.1521897315979004 (2.19722408718533) | > loss_1: 31.879974365234375 (31.95070669386122) | > grad_norm_1: tensor(58.5827, device='cuda:0') (tensor(71.3783, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.3698 (0.35219449467129177) | > loader_time: 0.0028 (0.0029528935750325522)  --> TIME: 2024-06-11 05:11:36 -- STEP: 34/330 -- GLOBAL_STEP: 194625 | > loss_disc: 2.3165149688720703 (2.3070498494540943) | > loss_disc_real_0: 0.0857202410697937 (0.10913469598573797) | > loss_disc_real_1: 0.18696318566799164 (0.19467326428960352) | > loss_disc_real_2: 0.19512994587421417 (0.2141155780238264) | > loss_disc_real_3: 0.2450823038816452 (0.22592337604831247) | > loss_disc_real_4: 0.22342421114444733 (0.2251319021863096) | > loss_disc_real_5: 0.2218802273273468 (0.21413050548118703) | > loss_0: 2.3165149688720703 (2.3070498494540943) | > grad_norm_0: tensor(9.9502, device='cuda:0') (tensor(7.4810, device='cuda:0')) | > loss_gen: 2.6106369495391846 (2.522008839775534) | > loss_kl: 2.0504913330078125 (1.8843761366956375) | > loss_feat: 8.230077743530273 (7.191505095537971) | > loss_mel: 18.514816284179688 (18.39042747721953) | > loss_duration: 2.0602378845214844 (2.0849948174813213) | > loss_1: 33.46626281738281 (32.07331242280848) | > grad_norm_1: tensor(151.3336, device='cuda:0') (tensor(77.5755, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.3513 (0.35718098808737364) | > loader_time: 0.0033 (0.0032985701280481674)  --> TIME: 2024-06-11 05:11:45 -- STEP: 59/330 -- GLOBAL_STEP: 194650 | > loss_disc: 2.3214409351348877 (2.3206356137485824) | > loss_disc_real_0: 0.09336113929748535 (0.11160438078439842) | > loss_disc_real_1: 0.202046200633049 (0.19759107115915267) | > loss_disc_real_2: 0.1831885427236557 (0.21273922667664996) | > loss_disc_real_3: 0.21454934775829315 (0.22613039941100752) | > loss_disc_real_4: 0.23069557547569275 (0.22479234762110953) | > loss_disc_real_5: 0.2339615672826767 (0.2169277357347941) | > loss_0: 2.3214409351348877 (2.3206356137485824) | > grad_norm_0: tensor(28.5785, device='cuda:0') (tensor(10.3997, device='cuda:0')) | > loss_gen: 2.4565653800964355 (2.5048358521219023) | > loss_kl: 1.937747836112976 (1.8855407520876093) | > loss_feat: 7.004641056060791 (7.180626861119674) | > loss_mel: 17.392433166503906 (18.325517880714543) | > loss_duration: 1.977829098701477 (2.056136939485193) | > loss_1: 30.769216537475586 (31.95265834614382) | > grad_norm_1: tensor(317.8250, device='cuda:0') (tensor(112.0051, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.3657 (0.35813867035558666) | > loader_time: 0.0034 (0.003438965748932402)  --> TIME: 2024-06-11 05:11:55 -- STEP: 84/330 -- GLOBAL_STEP: 194675 | > loss_disc: 2.388066530227661 (2.3287766348747994) | > loss_disc_real_0: 0.12275958061218262 (0.11244807622971989) | > loss_disc_real_1: 0.21409623324871063 (0.19815445194641748) | > loss_disc_real_2: 0.24729014933109283 (0.2130576487453211) | > loss_disc_real_3: 0.23631760478019714 (0.22841653068150794) | > loss_disc_real_4: 0.2379835993051529 (0.2256211872611727) | > loss_disc_real_5: 0.22116036713123322 (0.21769216816340173) | > loss_0: 2.388066530227661 (2.3287766348747994) | > grad_norm_0: tensor(13.6762, device='cuda:0') (tensor(12.6368, device='cuda:0')) | > loss_gen: 2.396085262298584 (2.502882875147319) | > loss_kl: 2.051788330078125 (1.8873609190895444) | > loss_feat: 6.99799919128418 (7.220449793906439) | > loss_mel: 18.296588897705078 (18.325737476348873) | > loss_duration: 2.1101415157318115 (2.0454799916063036) | > loss_1: 31.852603912353516 (31.98191129593622) | > grad_norm_1: tensor(173.9650, device='cuda:0') (tensor(147.9497, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.367 (0.367244473525456) | > loader_time: 0.0046 (0.0036066657020932154)  --> TIME: 2024-06-11 05:12:05 -- STEP: 109/330 -- GLOBAL_STEP: 194700 | > loss_disc: 2.4633874893188477 (2.3268260627711586) | > loss_disc_real_0: 0.17992886900901794 (0.11221324276486667) | > loss_disc_real_1: 0.22902485728263855 (0.1981940281773926) | > loss_disc_real_2: 0.21967004239559174 (0.21368683614862075) | > loss_disc_real_3: 0.2656720280647278 (0.22824764101330294) | > loss_disc_real_4: 0.24881017208099365 (0.2252255847694677) | > loss_disc_real_5: 0.2340603768825531 (0.21645893443615064) | > loss_0: 2.4633874893188477 (2.3268260627711586) | > grad_norm_0: tensor(24.8476, device='cuda:0') (tensor(13.3730, device='cuda:0')) | > loss_gen: 2.53973126411438 (2.505819003516379) | > loss_kl: 2.009089231491089 (1.8964163950823862) | > loss_feat: 6.9241943359375 (7.22737138205712) | > loss_mel: 17.838760375976562 (18.321534655509737) | > loss_duration: 1.9810256958007812 (2.0435278317250245) | > loss_1: 31.292802810668945 (31.99466953802546) | > grad_norm_1: tensor(279.6740, device='cuda:0') (tensor(157.8248, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.3654 (0.36875803973696647) | > loader_time: 0.0038 (0.0037248659571376417)  --> TIME: 2024-06-11 05:12:14 -- STEP: 134/330 -- GLOBAL_STEP: 194725 | > loss_disc: 2.259178400039673 (2.3260085333639116) | > loss_disc_real_0: 0.11822310090065002 (0.11204597743144676) | > loss_disc_real_1: 0.21002508699893951 (0.19866754982008863) | > loss_disc_real_2: 0.20685970783233643 (0.2128797614974762) | > loss_disc_real_3: 0.21039828658103943 (0.22793628431078214) | > loss_disc_real_4: 0.2117881178855896 (0.2249665119087518) | > loss_disc_real_5: 0.17531630396842957 (0.21651344490585042) | > loss_0: 2.259178400039673 (2.3260085333639116) | > grad_norm_0: tensor(26.8581, device='cuda:0') (tensor(14.9109, device='cuda:0')) | > loss_gen: 2.649820566177368 (2.512386048018041) | > loss_kl: 1.9045436382293701 (1.9017107050810287) | > loss_feat: 7.587015151977539 (7.234021343402008) | > loss_mel: 18.498476028442383 (18.358100150948136) | > loss_duration: 2.030609369277954 (2.0444627003883244) | > loss_1: 32.670467376708984 (32.0506811568986) | > grad_norm_1: tensor(207.5869, device='cuda:0') (tensor(172.4536, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.3888 (0.3706237415769207) | > loader_time: 0.0053 (0.003855420582330049)  --> TIME: 2024-06-11 05:12:24 -- STEP: 159/330 -- GLOBAL_STEP: 194750 | > loss_disc: 2.3475680351257324 (2.329554001490276) | > loss_disc_real_0: 0.1684921383857727 (0.11378475986186813) | > loss_disc_real_1: 0.1829744428396225 (0.19879390608589603) | > loss_disc_real_2: 0.19495967030525208 (0.21412070629731664) | > loss_disc_real_3: 0.22255198657512665 (0.22764510403639115) | > loss_disc_real_4: 0.21643096208572388 (0.22449961604562196) | > loss_disc_real_5: 0.22039824724197388 (0.21666907120800621) | > loss_0: 2.3475680351257324 (2.329554001490276) | > grad_norm_0: tensor(46.0020, device='cuda:0') (tensor(18.4958, device='cuda:0')) | > loss_gen: 2.581885814666748 (2.518050580654503) | > loss_kl: 2.0843162536621094 (1.9010263089114015) | > loss_feat: 7.839668273925781 (7.255850276107308) | > loss_mel: 18.49403190612793 (18.364343631192572) | > loss_duration: 2.046574354171753 (2.046253765154185) | > loss_1: 33.046478271484375 (32.08552468497796) | > grad_norm_1: tensor(349.4091, device='cuda:0') (tensor(199.2206, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.3942 (0.37380252394286356) | > loader_time: 0.0047 (0.003975778255822522)  --> TIME: 2024-06-11 05:12:35 -- STEP: 184/330 -- GLOBAL_STEP: 194775 | > loss_disc: 2.43912935256958 (2.3250351781430463) | > loss_disc_real_0: 0.15111497044563293 (0.11402630654123166) | > loss_disc_real_1: 0.230791375041008 (0.19997688042728798) | > loss_disc_real_2: 0.19764117896556854 (0.2138122775308464) | > loss_disc_real_3: 0.2565866708755493 (0.22655098537064117) | > loss_disc_real_4: 0.2555201053619385 (0.2231155695474666) | > loss_disc_real_5: 0.2314266860485077 (0.2160642027207043) | > loss_0: 2.43912935256958 (2.3250351781430463) | > grad_norm_0: tensor(56.9851, device='cuda:0') (tensor(19.8325, device='cuda:0')) | > loss_gen: 2.422079563140869 (2.531715715708938) | > loss_kl: 1.7674646377563477 (1.8970314050498216) | > loss_feat: 7.007453441619873 (7.302429774533147) | > loss_mel: 17.66815757751465 (18.35097027861553) | > loss_duration: 2.1030519008636475 (2.051778896995212) | > loss_1: 30.96820640563965 (32.13392620501309) | > grad_norm_1: tensor(409.8136, device='cuda:0') (tensor(212.6159, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.4009 (0.37684019493020116) | > loader_time: 0.0043 (0.004066739393317181)  --> TIME: 2024-06-11 05:12:45 -- STEP: 209/330 -- GLOBAL_STEP: 194800 | > loss_disc: 2.2979536056518555 (2.3279834592171285) | > loss_disc_real_0: 0.09789610654115677 (0.11557367378088276) | > loss_disc_real_1: 0.15608258545398712 (0.19974087962978765) | > loss_disc_real_2: 0.21205106377601624 (0.21399274767871107) | > loss_disc_real_3: 0.23691950738430023 (0.22652672245456842) | > loss_disc_real_4: 0.25321781635284424 (0.22316851591664638) | > loss_disc_real_5: 0.19945330917835236 (0.2160339065288243) | > loss_0: 2.2979536056518555 (2.3279834592171285) | > grad_norm_0: tensor(44.6992, device='cuda:0') (tensor(22.1137, device='cuda:0')) | > loss_gen: 2.626208543777466 (2.537112905648335) | > loss_kl: 1.9377812147140503 (1.897245437334599) | > loss_feat: 8.318038940429688 (7.321430651194741) | > loss_mel: 18.943519592285156 (18.324267547096365) | > loss_duration: 2.11419415473938 (2.058628141594844) | > loss_1: 33.93974304199219 (32.138684806641166) | > grad_norm_1: tensor(447.1104, device='cuda:0') (tensor(234.9057, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.4245 (0.3800433366492606) | > loader_time: 0.0047 (0.004163557262511916)  --> TIME: 2024-06-11 05:12:56 -- STEP: 234/330 -- GLOBAL_STEP: 194825 | > loss_disc: 2.5521011352539062 (2.3328396530232896) | > loss_disc_real_0: 0.1372891217470169 (0.11582500298117471) | > loss_disc_real_1: 0.19080835580825806 (0.2001471204890145) | > loss_disc_real_2: 0.2498379647731781 (0.21415587317230356) | > loss_disc_real_3: 0.2672356069087982 (0.22742218912666678) | > loss_disc_real_4: 0.2602844536304474 (0.2244909017896041) | > loss_disc_real_5: 0.23993471264839172 (0.21716735951411423) | > loss_0: 2.5521011352539062 (2.3328396530232896) | > grad_norm_0: tensor(46.4668, device='cuda:0') (tensor(23.8457, device='cuda:0')) | > loss_gen: 2.480738401412964 (2.53368528989645) | > loss_kl: 1.8159587383270264 (1.8955559052972712) | > loss_feat: 6.370533466339111 (7.305601431773259) | > loss_mel: 17.239646911621094 (18.298593651535167) | > loss_duration: 2.1252694129943848 (2.066224870518741) | > loss_1: 30.032146453857422 (32.09966125651298) | > grad_norm_1: tensor(510.2303, device='cuda:0') (tensor(249.6701, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.4341 (0.3839798197787033) | > loader_time: 0.0056 (0.00428070981278379)  --> TIME: 2024-06-11 05:13:07 -- STEP: 259/330 -- GLOBAL_STEP: 194850 | > loss_disc: 2.4134790897369385 (2.3348195856602514) | > loss_disc_real_0: 0.11673987656831741 (0.11619173155730755) | > loss_disc_real_1: 0.23106880486011505 (0.20042405263107255) | > loss_disc_real_2: 0.2238975614309311 (0.2145800635966555) | > loss_disc_real_3: 0.23183220624923706 (0.22761476810834583) | > loss_disc_real_4: 0.2265685796737671 (0.22476510341103012) | > loss_disc_real_5: 0.2383183091878891 (0.21715816567763402) | > loss_0: 2.4134790897369385 (2.3348195856602514) | > grad_norm_0: tensor(8.1929, device='cuda:0') (tensor(24.2775, device='cuda:0')) | > loss_gen: 2.493699789047241 (2.5306961867800077) | > loss_kl: 1.9153224229812622 (1.8967956253920744) | > loss_feat: 7.1149091720581055 (7.301426329667964) | > loss_mel: 18.385684967041016 (18.278617166644363) | > loss_duration: 2.164306640625 (2.073073449742379) | > loss_1: 32.07392120361328 (32.080608831869554) | > grad_norm_1: tensor(280.4642, device='cuda:0') (tensor(259.1384, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.4321 (0.3885272791947178) | > loader_time: 0.0057 (0.00442698839548472)  --> TIME: 2024-06-11 05:13:18 -- STEP: 284/330 -- GLOBAL_STEP: 194875 | > loss_disc: 2.2685718536376953 (2.334829598245488) | > loss_disc_real_0: 0.10643871128559113 (0.11646194550090692) | > loss_disc_real_1: 0.21350349485874176 (0.20088949689353014) | > loss_disc_real_2: 0.2150913029909134 (0.21479461352590107) | > loss_disc_real_3: 0.20389942824840546 (0.22718956284749675) | > loss_disc_real_4: 0.20194658637046814 (0.2244767754430502) | > loss_disc_real_5: 0.20357200503349304 (0.2166279195479944) | > loss_0: 2.2685718536376953 (2.334829598245488) | > grad_norm_0: tensor(19.3325, device='cuda:0') (tensor(25.0373, device='cuda:0')) | > loss_gen: 2.6773223876953125 (2.5297605084701305) | > loss_kl: 1.7952783107757568 (1.8981058135838575) | > loss_feat: 7.8149590492248535 (7.318271393507298) | > loss_mel: 18.448205947875977 (18.253630584394433) | > loss_duration: 2.1662516593933105 (2.0814847685921354) | > loss_1: 32.902015686035156 (32.081253105485914) | > grad_norm_1: tensor(117.0792, device='cuda:0') (tensor(270.8182, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.4614 (0.3936214035665485) | > loader_time: 0.0068 (0.004590010139304149)  --> TIME: 2024-06-11 05:13:30 -- STEP: 309/330 -- GLOBAL_STEP: 194900 | > loss_disc: 2.255620002746582 (2.337134183031843) | > loss_disc_real_0: 0.08343431353569031 (0.11722115577955076) | > loss_disc_real_1: 0.23403313755989075 (0.20095487102914392) | > loss_disc_real_2: 0.23724384605884552 (0.21505504943020531) | > loss_disc_real_3: 0.24458588659763336 (0.22792151435293426) | > loss_disc_real_4: 0.2166999727487564 (0.22470803819235088) | > loss_disc_real_5: 0.20116260647773743 (0.21696634281993307) | > loss_0: 2.255620002746582 (2.337134183031843) | > grad_norm_0: tensor(40.1170, device='cuda:0') (tensor(26.2064, device='cuda:0')) | > loss_gen: 2.5332891941070557 (2.5318227269502884) | > loss_kl: 1.847391963005066 (1.9008508114367242) | > loss_feat: 7.606461048126221 (7.340199055409353) | > loss_mel: 17.871299743652344 (18.234866608307964) | > loss_duration: 2.263911008834839 (2.0923329487587634) | > loss_1: 32.122352600097656 (32.10007221876223) | > grad_norm_1: tensor(421.9474, device='cuda:0') (tensor(287.6698, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.5119 (0.4008707645255771) | > loader_time: 0.007 (0.004791384761773269)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1425728797912598 (2.1425728797912598) | > loss_disc_real_0: 0.035574860870838165 (0.035574860870838165) | > loss_disc_real_1: 0.21966564655303955 (0.21966564655303955) | > loss_disc_real_2: 0.2677317261695862 (0.2677317261695862) | > loss_disc_real_3: 0.20791681110858917 (0.20791681110858917) | > loss_disc_real_4: 0.1755257248878479 (0.1755257248878479) | > loss_disc_real_5: 0.19901426136493683 (0.19901426136493683) | > loss_0: 2.1425728797912598 (2.1425728797912598) | > loss_gen: 2.497772455215454 (2.497772455215454) | > loss_kl: 1.9587684869766235 (1.9587684869766235) | > loss_feat: 8.497249603271484 (8.497249603271484) | > loss_mel: 19.928180694580078 (19.928180694580078) | > loss_duration: 2.8284754753112793 (2.8284754753112793) | > loss_1: 35.71044921875 (35.71044921875)  --> STEP: 1 | > loss_disc: 2.1775224208831787 (2.1775224208831787) | > loss_disc_real_0: 0.05023978650569916 (0.05023978650569916) | > loss_disc_real_1: 0.18576295673847198 (0.18576295673847198) | > loss_disc_real_2: 0.21623989939689636 (0.21623989939689636) | > loss_disc_real_3: 0.22296486794948578 (0.22296486794948578) | > loss_disc_real_4: 0.17703823745250702 (0.17703823745250702) | > loss_disc_real_5: 0.240992471575737 (0.240992471575737) | > loss_0: 2.1775224208831787 (2.1775224208831787) | > loss_gen: 2.639774799346924 (2.639774799346924) | > loss_kl: 2.989736318588257 (2.989736318588257) | > loss_feat: 7.566967010498047 (7.566967010498047) | > loss_mel: 19.5991153717041 (19.5991153717041) | > loss_duration: 2.398620367050171 (2.398620367050171) | > loss_1: 35.1942138671875 (35.1942138671875)  --> STEP: 2 | > loss_disc: 2.133836269378662 (2.1556793451309204) | > loss_disc_real_0: 0.06470909714698792 (0.057474441826343536) | > loss_disc_real_1: 0.2223128229379654 (0.2040378898382187) | > loss_disc_real_2: 0.2980172038078308 (0.2571285516023636) | > loss_disc_real_3: 0.2410012036561966 (0.2319830358028412) | > loss_disc_real_4: 0.18348003923892975 (0.18025913834571838) | > loss_disc_real_5: 0.18244056403636932 (0.21171651780605316) | > loss_0: 2.133836269378662 (2.1556793451309204) | > loss_gen: 2.6402904987335205 (2.640032649040222) | > loss_kl: 2.9511771202087402 (2.9704567193984985) | > loss_feat: 6.6254401206970215 (7.096203565597534) | > loss_mel: 19.621749877929688 (19.610432624816895) | > loss_duration: 2.395151138305664 (2.3968857526779175) | > loss_1: 34.23381042480469 (34.714012145996094)  --> STEP: 3 | > loss_disc: 2.3539230823516846 (2.2217605908711753) | > loss_disc_real_0: 0.11477524787187576 (0.07657471050818761) | > loss_disc_real_1: 0.14126518368721008 (0.18311365445454916) | > loss_disc_real_2: 0.20187191665172577 (0.23870967328548431) | > loss_disc_real_3: 0.23217982053756714 (0.2320486307144165) | > loss_disc_real_4: 0.168278306722641 (0.1762655278046926) | > loss_disc_real_5: 0.2748863399028778 (0.23277312517166138) | > loss_0: 2.3539230823516846 (2.2217605908711753) | > loss_gen: 2.1231837272644043 (2.4677496751149497) | > loss_kl: 2.6547646522521973 (2.8652260303497314) | > loss_feat: 6.30615758895874 (6.8328549067179365) | > loss_mel: 18.971345901489258 (19.397403717041016) | > loss_duration: 2.2427518367767334 (2.345507780710856) | > loss_1: 32.29820251464844 (33.90874226888021)  --> STEP: 4 | > loss_disc: 2.18843412399292 (2.2134289741516113) | > loss_disc_real_0: 0.067148856818676 (0.07421824708580971) | > loss_disc_real_1: 0.1612878441810608 (0.17765720188617706) | > loss_disc_real_2: 0.21029344201087952 (0.23160561546683311) | > loss_disc_real_3: 0.23160572350025177 (0.23193790391087532) | > loss_disc_real_4: 0.22039319574832916 (0.18729744479060173) | > loss_disc_real_5: 0.16031354665756226 (0.2146582305431366) | > loss_0: 2.18843412399292 (2.2134289741516113) | > loss_gen: 2.2877516746520996 (2.422750174999237) | > loss_kl: 2.5343477725982666 (2.7825064659118652) | > loss_feat: 6.814540863037109 (6.8282763957977295) | > loss_mel: 18.393999099731445 (19.146552562713623) | > loss_duration: 2.29530668258667 (2.3329575061798096) | > loss_1: 32.32594680786133 (33.51304340362549)  --> STEP: 5 | > loss_disc: 2.4053423404693604 (2.251811647415161) | > loss_disc_real_0: 0.16515052318572998 (0.09240470230579376) | > loss_disc_real_1: 0.2396572381258011 (0.19005720913410187) | > loss_disc_real_2: 0.2839505076408386 (0.24207459390163422) | > loss_disc_real_3: 0.23106886446475983 (0.2317640960216522) | > loss_disc_real_4: 0.22051142156124115 (0.1939402401447296) | > loss_disc_real_5: 0.2083398997783661 (0.2133945643901825) | > loss_0: 2.4053423404693604 (2.251811647415161) | > loss_gen: 2.4264049530029297 (2.4234811305999755) | > loss_kl: 2.462435483932495 (2.718492269515991) | > loss_feat: 5.182103157043457 (6.499041748046875) | > loss_mel: 18.884550094604492 (19.0941520690918) | > loss_duration: 2.344895839691162 (2.33534517288208) | > loss_1: 31.300390243530273 (33.070512771606445)  --> STEP: 6 | > loss_disc: 2.4505999088287354 (2.2849430243174234) | > loss_disc_real_0: 0.07180257886648178 (0.08897101506590843) | > loss_disc_real_1: 0.1949187070131302 (0.1908674587806066) | > loss_disc_real_2: 0.26090219616889954 (0.2452125276128451) | > loss_disc_real_3: 0.24919983744621277 (0.23467005292574564) | > loss_disc_real_4: 0.20029418170452118 (0.19499923040469488) | > loss_disc_real_5: 0.24395260214805603 (0.2184875706831614) | > loss_0: 2.4505999088287354 (2.2849430243174234) | > loss_gen: 2.111758232116699 (2.371527314186096) | > loss_kl: 2.55562686920166 (2.6913480361302695) | > loss_feat: 6.251574516296387 (6.457797209421794) | > loss_mel: 17.092966079711914 (18.760621070861816) | > loss_duration: 2.1556921005249023 (2.305402994155884) | > loss_1: 30.167617797851562 (32.5866969426473)  --> STEP: 7 | > loss_disc: 2.419379711151123 (2.3041482652936662) | > loss_disc_real_0: 0.14273245632648468 (0.09665122096027647) | > loss_disc_real_1: 0.3462493121623993 (0.21306486640657699) | > loss_disc_real_2: 0.27615034580230713 (0.2496322159256254) | > loss_disc_real_3: 0.25949686765670776 (0.2382167407444545) | > loss_disc_real_4: 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2.2372055053710938 (2.3822312355041504) | > loss_kl: 2.8005807399749756 (2.825837641954422) | > loss_feat: 8.952171325683594 (6.65363222360611) | > loss_mel: 21.048198699951172 (18.929063081741333) | > loss_duration: 2.2156291007995605 (2.3166688978672028) | > loss_1: 37.2537841796875 (33.10743308067322)  --> STEP: 9 | > loss_disc: 2.2775185108184814 (2.304840750164456) | > loss_disc_real_0: 0.1163785308599472 (0.10430089053180483) | > loss_disc_real_1: 0.17940950393676758 (0.20178999503453574) | > loss_disc_real_2: 0.2463015466928482 (0.23943186634116703) | > loss_disc_real_3: 0.25545498728752136 (0.23576459123028648) | > loss_disc_real_4: 0.18834415078163147 (0.1877017468214035) | > loss_disc_real_5: 0.2167157679796219 (0.21576868494351706) | > loss_0: 2.2775185108184814 (2.304840750164456) | > loss_gen: 2.5922327041625977 (2.4055647320217557) | > loss_kl: 3.0374627113342285 (2.8493515385521784) | > loss_feat: 7.940908432006836 (6.7966629134284124) | > loss_mel: 19.810762405395508 (19.027029673258465) | > loss_duration: 2.1540536880493164 (2.298600541220771) | > loss_1: 35.53541946411133 (33.37720934549967)  --> STEP: 10 | > loss_disc: 2.6500930786132812 (2.3393659830093383) | > loss_disc_real_0: 0.20517107844352722 (0.11438790932297707) | > loss_disc_real_1: 0.2479076236486435 (0.2064017578959465) | > loss_disc_real_2: 0.2832774817943573 (0.24381642788648605) | > loss_disc_real_3: 0.28412899374961853 (0.2406010314822197) | > loss_disc_real_4: 0.24264580011367798 (0.19319615215063096) | > loss_disc_real_5: 0.2689855694770813 (0.22109037339687349) | > loss_0: 2.6500930786132812 (2.3393659830093383) | > loss_gen: 2.547260284423828 (2.4197342872619627) | > loss_kl: 2.8468568325042725 (2.8491020679473875) | > loss_feat: 6.094856262207031 (6.726482248306274) | > loss_mel: 17.5983943939209 (18.884166145324706) | > loss_duration: 2.3158023357391357 (2.3003207206726075) | > loss_1: 31.403169631958008 (33.17980537414551)  --> STEP: 11 | > loss_disc: 2.3661017417907715 (2.3417965065349233) | > loss_disc_real_0: 0.07865734398365021 (0.11113967611031099) | > loss_disc_real_1: 0.1711060255765915 (0.20319305495782333) | > loss_disc_real_2: 0.21650326251983643 (0.24133341285315427) | > loss_disc_real_3: 0.28833869099617004 (0.24494081871076065) | > loss_disc_real_4: 0.20734454691410065 (0.1944823698564009) | > loss_disc_real_5: 0.305069237947464 (0.22872481562874533) | > loss_0: 2.3661017417907715 (2.3417965065349233) | > loss_gen: 2.3303396701812744 (2.411607503890991) | > loss_kl: 3.314751148223877 (2.8914338025179775) | > loss_feat: 5.316340446472168 (6.598287539048628) | > loss_mel: 18.664247512817383 (18.864173542369496) | > loss_duration: 2.4488251209259033 (2.3138211206956343) | > loss_1: 32.07450485229492 (33.07932350852273)  --> STEP: 12 | > loss_disc: 2.0256893634796143 (2.3154542446136475) | > loss_disc_real_0: 0.038125935941934586 (0.10505519776294629) | > loss_disc_real_1: 0.19205954670906067 (0.20226526260375977) | > loss_disc_real_2: 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loss_disc_real_5: 0.20693260431289673 (0.22481470153881952) | > loss_0: 2.400430917739868 (2.321990911777203) | > loss_gen: 2.242924928665161 (2.406686104260958) | > loss_kl: 2.52773380279541 (2.813991748369657) | > loss_feat: 6.807865619659424 (6.724772013150728) | > loss_mel: 16.350366592407227 (18.69406215961163) | > loss_duration: 2.165527820587158 (2.2941602743588962) | > loss_1: 30.094419479370117 (32.93367224473219)  --> STEP: 14 | > loss_disc: 2.180621385574341 (2.3118930884769986) | > loss_disc_real_0: 0.10025136172771454 (0.1089307354497058) | > loss_disc_real_1: 0.27650514245033264 (0.20676003715821675) | > loss_disc_real_2: 0.20097923278808594 (0.2346321184720312) | > loss_disc_real_3: 0.20892636477947235 (0.2360457650252751) | > loss_disc_real_4: 0.20119912922382355 (0.19406054701123918) | > loss_disc_real_5: 0.20537860691547394 (0.22342640906572342) | > loss_0: 2.180621385574341 (2.3118930884769986) | > loss_gen: 2.7009918689727783 (2.427707944597517) | > loss_kl: 2.7815959453582764 (2.8116777624402727) | > loss_feat: 8.549776077270508 (6.855129446302142) | > loss_mel: 19.994152069091797 (18.7869257245745) | > loss_duration: 2.3631327152252197 (2.299086877277919) | > loss_1: 36.3896484375 (33.18052768707275)  --> STEP: 15 | > loss_disc: 2.2673816680908203 (2.308925660451253) | > loss_disc_real_0: 0.12785889208316803 (0.11019261255860328) | > loss_disc_real_1: 0.2093241661787033 (0.20693097909291586) | > loss_disc_real_2: 0.2562766969203949 (0.23607509036858876) | > loss_disc_real_3: 0.21096166968345642 (0.2343734920024872) | > loss_disc_real_4: 0.1519634872674942 (0.1912540763616562) | > loss_disc_real_5: 0.24233998358249664 (0.2246873140335083) | > loss_0: 2.2673816680908203 (2.308925660451253) | > loss_gen: 2.5087475776672363 (2.4331105868021647) | > loss_kl: 3.355576276779175 (2.8479376633961997) | > loss_feat: 6.305943012237549 (6.818517017364502) | > loss_mel: 17.684711456298828 (18.71344477335612) | > loss_duration: 2.35463285446167 (2.3027899424235025) | > loss_1: 32.20960998535156 (33.11579984029133)  --> STEP: 16 | > loss_disc: 2.3054933547973633 (2.308711141347885) | > loss_disc_real_0: 0.10917742550373077 (0.11012916336767375) | > loss_disc_real_1: 0.2305409014225006 (0.2084065992385149) | > loss_disc_real_2: 0.21265003085136414 (0.23461102414876223) | > loss_disc_real_3: 0.25198015570640564 (0.2354739084839821) | > loss_disc_real_4: 0.1893354058265686 (0.19113415945321321) | > loss_disc_real_5: 0.20732919871807098 (0.22360243182629347) | > loss_0: 2.3054933547973633 (2.308711141347885) | > loss_gen: 2.5157628059387207 (2.4382763504981995) | > loss_kl: 2.951904296875 (2.8544355779886246) | > loss_feat: 7.754464149475098 (6.877013713121414) | > loss_mel: 17.167482376098633 (18.616822123527527) | > loss_duration: 2.322934150695801 (2.3040489554405212) | > loss_1: 32.712547302246094 (33.0905965566635)  --> STEP: 17 | > loss_disc: 2.467294692993164 (2.3180395855623135) | > loss_disc_real_0: 0.14055004715919495 (0.11191862712011617) | > loss_disc_real_1: 0.2461426705121994 (0.21062636813696692) | > loss_disc_real_2: 0.2964428961277008 (0.2382481930886998) | > loss_disc_real_3: 0.33316338062286377 (0.24122034802156336) | > loss_disc_real_4: 0.3010619878768921 (0.19760050230166493) | > loss_disc_real_5: 0.32585641741752625 (0.22961737215518951) | > loss_0: 2.467294692993164 (2.3180395855623135) | > loss_gen: 2.8085265159606934 (2.460055771995993) | > loss_kl: 2.2064855098724365 (2.816320868099437) | > loss_feat: 6.021121501922607 (6.826667112462661) | > loss_mel: 17.071401596069336 (18.525915033677045) | > loss_duration: 2.407977819442749 (2.3101624180288876) | > loss_1: 30.515512466430664 (32.93912102194392)  --> STEP: 18 | > loss_disc: 2.504153251647949 (2.328379233678182) | > loss_disc_real_0: 0.10853727161884308 (0.11173077403671211) | > loss_disc_real_1: 0.1639135777950287 (0.20803121311797035) | > loss_disc_real_2: 0.16472838819026947 (0.23416375948323143) | > loss_disc_real_3: 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6.727929592132568 (7.090997958183289) | > loss_mel: 18.522689819335938 (18.37981576919556) | > loss_duration: 2.2797093391418457 (2.307001006603241) | > loss_1: 32.24686813354492 (32.942173194885235)  --> STEP: 21 | > loss_disc: 2.6946589946746826 (2.351174411319551) | > loss_disc_real_0: 0.055548980832099915 (0.10515828661265827) | > loss_disc_real_1: 0.22311626374721527 (0.20805942870321728) | > loss_disc_real_2: 0.2735831141471863 (0.23591809897195726) | > loss_disc_real_3: 0.2507026493549347 (0.2375527939626149) | > loss_disc_real_4: 0.2475465089082718 (0.1977294059026809) | > loss_disc_real_5: 0.2254554033279419 (0.22975308980260575) | > loss_0: 2.6946589946746826 (2.351174411319551) | > loss_gen: 1.9987622499465942 (2.4248792500722978) | > loss_kl: 2.0425257682800293 (2.6859998248872303) | > loss_feat: 3.472707748413086 (6.918698424384708) | > loss_mel: 12.074726104736328 (18.07957340422131) | > loss_duration: 2.1552908420562744 (2.2997767130533853) | > loss_1: 21.7440128326416 (32.408927463349826)  --> STEP: 22 | > loss_disc: 2.3680710792541504 (2.351942441680215) | > loss_disc_real_0: 0.1298234909772873 (0.10627943226559596) | > loss_disc_real_1: 0.18117229640483856 (0.20683728632601825) | > loss_disc_real_2: 0.215697780251503 (0.23499899357557297) | > loss_disc_real_3: 0.2385042905807495 (0.23759604380889374) | > loss_disc_real_4: 0.2228373885154724 (0.19887067783962598) | > loss_disc_real_5: 0.30842074751853943 (0.23332889242605728) | > loss_0: 2.3680710792541504 (2.351942441680215) | > loss_gen: 2.565370559692383 (2.4312652186913923) | > loss_kl: 2.0046706199645996 (2.6550303155725654) | > loss_feat: 7.794192314147949 (6.958493601192128) | > loss_mel: 19.760648727416992 (18.155985918912023) | > loss_duration: 2.1576921939849854 (2.2933183258230034) | > loss_1: 34.28257369995117 (32.49409320137716)  --> STEP: 23 | > loss_disc: 2.4629573822021484 (2.356769178224647) | > loss_disc_real_0: 0.18139970302581787 (0.10954553099430125) | > loss_disc_real_1: 0.2188561111688614 (0.20735984392788098) | > loss_disc_real_2: 0.2157081961631775 (0.2341602632532949) | > loss_disc_real_3: 0.2791633605957031 (0.2394033184517985) | > loss_disc_real_4: 0.15839779376983643 (0.197110987227896) | > loss_disc_real_5: 0.2663966417312622 (0.23476662065671838) | > loss_0: 2.4629573822021484 (2.356769178224647) | > loss_gen: 2.354739189147949 (2.4279380000155903) | > loss_kl: 3.019012212753296 (2.6708556154499883) | > loss_feat: 6.838077545166016 (6.95325812049534) | > loss_mel: 16.790008544921875 (18.096595598303757) | > loss_duration: 2.317741870880127 (2.294380219086357) | > loss_1: 31.319580078125 (32.44302741340967)  --> STEP: 24 | > loss_disc: 2.600295066833496 (2.3669160902500157) | > loss_disc_real_0: 0.17738306522369385 (0.11237209492052595) | > loss_disc_real_1: 0.2343422770500183 (0.2084841119746367) | > loss_disc_real_2: 0.2589332163333893 (0.23519246963163218) | > loss_disc_real_3: 0.3091371953487396 (0.24230889665583769) | > loss_disc_real_4: 0.3225705921649933 (0.2023384707669417) | > loss_disc_real_5: 0.34496912360191345 (0.23935839161276817) | > loss_0: 2.600295066833496 (2.3669160902500157) | > loss_gen: 2.718357801437378 (2.4400388250748315) | > loss_kl: 2.505577802658081 (2.663969039916992) | > loss_feat: 7.020263195037842 (6.956049998601277) | > loss_mel: 18.005943298339844 (18.092818419138595) | > loss_duration: 2.396395206451416 (2.2986308435599008) | > loss_1: 32.64653778076172 (32.45150701204934)  --> STEP: 25 | > loss_disc: 2.566091537475586 (2.3748831081390387) | > loss_disc_real_0: 0.1446089744567871 (0.11366157010197639) | > loss_disc_real_1: 0.24144631624221802 (0.20980260014533997) | > loss_disc_real_2: 0.24938009679317474 (0.23575997471809387) | > loss_disc_real_3: 0.2515272796154022 (0.24267763197422026) | > loss_disc_real_4: 0.2331080138683319 (0.2035692524909973) | > loss_disc_real_5: 0.28055453300476074 (0.2410062372684479) | > loss_0: 2.566091537475586 (2.3748831081390387) | > loss_gen: 2.1852054595947266 (2.4298454904556275) | > loss_kl: 2.322084903717041 (2.650293674468994) | > loss_feat: 6.058176040649414 (6.920135040283203) | > loss_mel: 16.358861923217773 (18.023460159301763) | > loss_duration: 2.3030943870544434 (2.2988093852996827) | > loss_1: 29.2274227142334 (32.3225436401367)  --> STEP: 26 | > loss_disc: 2.845236301422119 (2.3929736155730033) | > loss_disc_real_0: 0.031018946319818497 (0.11048300764881648) | > loss_disc_real_1: 0.16869038343429565 (0.20822136104106903) | > loss_disc_real_2: 0.22297093272209167 (0.2352680884874784) | > loss_disc_real_3: 0.3324189782142639 (0.24612922221422195) | > loss_disc_real_4: 0.2119235098361969 (0.2038905700811973) | > loss_disc_real_5: 0.30142471194267273 (0.24333002475591806) | > loss_0: 2.845236301422119 (2.3929736155730033) | > loss_gen: 1.671894907951355 (2.400693544974694) | > loss_kl: 2.120966911315918 (2.6299349528092604) | > loss_feat: 2.9393186569213867 (6.7670267178462105) | > loss_mel: 12.353835105895996 (17.805397657247696) | > loss_duration: 2.279934883117676 (2.2980834429080668) | > loss_1: 21.365947723388672 (31.90113610487716) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025757826291597807 (+5.55882087120642e-05) | > avg_loss_disc: 2.3929736155730033 (+0.09254417511133095) | > avg_loss_disc_real_0: 0.11048300764881648 (-0.006636208639695093) | > avg_loss_disc_real_1: 0.20822136104106903 (+0.004583374238931209) | > avg_loss_disc_real_2: 0.2352680884874784 (-0.002799356786104351) | > avg_loss_disc_real_3: 0.24612922221422195 (+0.00663842891271299) | > avg_loss_disc_real_4: 0.2038905700811973 (+0.021753829259138824) | > avg_loss_disc_real_5: 0.24333002475591806 (+0.02227959552636513) | > avg_loss_0: 2.3929736155730033 (+0.09254417511133095) | > avg_loss_gen: 2.400693544974694 (+0.0037933404629035827) | > avg_loss_kl: 2.6299349528092604 (+0.030028980511885184) | > avg_loss_feat: 6.7670267178462105 (-0.6424442071181078) | > avg_loss_mel: 17.805397657247696 (-0.7732014656066823) | > avg_loss_duration: 2.2980834429080668 (+0.0026690042935886282) | > avg_loss_1: 31.90113610487716 (-1.3791544254009693)  > EPOCH: 324/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:14:02)   --> TIME: 2024-06-11 05:14:04 -- STEP: 4/330 -- GLOBAL_STEP: 194925 | > loss_disc: 2.2434864044189453 (2.303471028804779) | > loss_disc_real_0: 0.08787640929222107 (0.10547801107168198) | > loss_disc_real_1: 0.1953766793012619 (0.18804793432354927) | > loss_disc_real_2: 0.18508422374725342 (0.2006186842918396) | > loss_disc_real_3: 0.1943410336971283 (0.21450750529766083) | > loss_disc_real_4: 0.2036455273628235 (0.22614337876439095) | > loss_disc_real_5: 0.2052479088306427 (0.22584441304206848) | > loss_0: 2.2434864044189453 (2.303471028804779) | > grad_norm_0: tensor(14.2714, device='cuda:0') (tensor(12.8083, device='cuda:0')) | > loss_gen: 2.40555477142334 (2.473489820957184) | > loss_kl: 1.999516248703003 (1.9182376563549042) | > loss_feat: 6.947118282318115 (6.9247119426727295) | > loss_mel: 18.514087677001953 (18.954015731811523) | > loss_duration: 2.229780673980713 (2.246321439743042) | > loss_1: 32.0960578918457 (32.5167760848999) | > grad_norm_1: tensor(158.7105, device='cuda:0') (tensor(157.7202, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.355 (0.3523535132408142) | > loader_time: 0.0028 (0.002970397472381592)  --> TIME: 2024-06-11 05:14:13 -- STEP: 29/330 -- GLOBAL_STEP: 194950 | > loss_disc: 2.2997448444366455 (2.3449089691556733) | > loss_disc_real_0: 0.0912199467420578 (0.10915969016736951) | > loss_disc_real_1: 0.17613403499126434 (0.20148384057242294) | > loss_disc_real_2: 0.22595959901809692 (0.21780698772134452) | > loss_disc_real_3: 0.24699662625789642 (0.22668648074413167) | > loss_disc_real_4: 0.2469983696937561 (0.22681220338262362) | > loss_disc_real_5: 0.23169879615306854 (0.2205151792230277) | > loss_0: 2.2997448444366455 (2.3449089691556733) | > grad_norm_0: tensor(6.6801, device='cuda:0') (tensor(11.4084, device='cuda:0')) | > loss_gen: 2.5180869102478027 (2.4909343472842513) | > loss_kl: 1.7248642444610596 (1.8336292381944328) | > loss_feat: 7.857875823974609 (7.0903822800208784) | > loss_mel: 18.762605667114258 (18.522841617978855) | > loss_duration: 2.063829183578491 (2.09058151985037) | > loss_1: 32.92726135253906 (32.02836891700481) | > grad_norm_1: tensor(73.1462, device='cuda:0') (tensor(143.0935, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.3451 (0.35331259102656926) | > loader_time: 0.0032 (0.003309759600409146)  --> TIME: 2024-06-11 05:14:22 -- STEP: 54/330 -- GLOBAL_STEP: 194975 | > loss_disc: 2.288562297821045 (2.332045126844336) | > loss_disc_real_0: 0.12244538962841034 (0.10946987079525436) | > loss_disc_real_1: 0.21690578758716583 (0.20161617105757748) | > loss_disc_real_2: 0.21656687557697296 (0.21537430363672752) | > loss_disc_real_3: 0.218918114900589 (0.2273279207724112) | > loss_disc_real_4: 0.248875230550766 (0.22484001324132638) | > loss_disc_real_5: 0.21397650241851807 (0.2186348228542893) | > loss_0: 2.288562297821045 (2.332045126844336) | > grad_norm_0: tensor(25.3411, device='cuda:0') (tensor(10.7961, device='cuda:0')) | > loss_gen: 2.5740599632263184 (2.5234025760933205) | > loss_kl: 1.8031800985336304 (1.8308492921016835) | > loss_feat: 7.6321234703063965 (7.188378007323654) | > loss_mel: 19.532209396362305 (18.454816323739514) | > loss_duration: 2.0193984508514404 (2.0573328578913657) | > loss_1: 33.56097412109375 (32.05477905273438) | > grad_norm_1: tensor(106.4958, device='cuda:0') (tensor(129.9450, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.3568 (0.35509155414722593) | > loader_time: 0.0033 (0.0034015222832008644)  --> TIME: 2024-06-11 05:14:32 -- STEP: 79/330 -- GLOBAL_STEP: 195000 | > loss_disc: 2.3155245780944824 (2.3252180467678016) | > loss_disc_real_0: 0.1087801456451416 (0.10953550347233121) | > loss_disc_real_1: 0.17225109040737152 (0.19924754092964944) | > loss_disc_real_2: 0.18461531400680542 (0.21446644769439213) | > loss_disc_real_3: 0.21368993818759918 (0.22765504729144181) | > loss_disc_real_4: 0.20426011085510254 (0.22429351357719565) | > loss_disc_real_5: 0.1880652904510498 (0.21752334470990337) | > loss_0: 2.3155245780944824 (2.3252180467678016) | > grad_norm_0: tensor(28.0831, device='cuda:0') (tensor(12.5578, device='cuda:0')) | > loss_gen: 2.4752793312072754 (2.5251198931585384) | > loss_kl: 1.7422678470611572 (1.83265530912182) | > loss_feat: 6.73667049407959 (7.229932344412502) | > loss_mel: 18.42784881591797 (18.447426663169377) | > loss_duration: 1.977432131767273 (2.0430008157899113) | > loss_1: 31.359498977661133 (32.078135067903524) | > grad_norm_1: tensor(353.8032, device='cuda:0') (tensor(157.8280, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.3642 (0.35717584513410744) | > loader_time: 0.0037 (0.0034834584103354926) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_195000.pth  --> TIME: 2024-06-11 05:14:46 -- STEP: 104/330 -- GLOBAL_STEP: 195025 | > loss_disc: 2.3674283027648926 (2.325140031484456) | > loss_disc_real_0: 0.15659207105636597 (0.11081431394156355) | > loss_disc_real_1: 0.24074332416057587 (0.20066369582827276) | > loss_disc_real_2: 0.23024345934391022 (0.21392584391511404) | > loss_disc_real_3: 0.2457185536623001 (0.22707936110404822) | > loss_disc_real_4: 0.2349933683872223 (0.2250934774772479) | > loss_disc_real_5: 0.20793133974075317 (0.2164898351407968) | > loss_0: 2.3674283027648926 (2.325140031484456) | > grad_norm_0: tensor(22.2170, device='cuda:0') (tensor(13.5961, device='cuda:0')) | > loss_gen: 2.6069483757019043 (2.5281008115181547) | > loss_kl: 1.7697932720184326 (1.841098503424571) | > loss_feat: 7.250697612762451 (7.229535410037408) | > loss_mel: 17.473878860473633 (18.361633337461047) | > loss_duration: 2.09205961227417 (2.0416914958220262) | > loss_1: 31.193378448486328 (32.00205960640539) | > grad_norm_1: tensor(350.0329, device='cuda:0') (tensor(176.2969, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.3486 (0.36029202892230106) | > loader_time: 0.0039 (0.0035830713235414945)  --> TIME: 2024-06-11 05:14:55 -- STEP: 129/330 -- GLOBAL_STEP: 195050 | > loss_disc: 2.438840627670288 (2.323491553003473) | > loss_disc_real_0: 0.16174191236495972 (0.1109478455470052) | > loss_disc_real_1: 0.2250063419342041 (0.1999679088823555) | > loss_disc_real_2: 0.23012930154800415 (0.2139410443546236) | > loss_disc_real_3: 0.2775150239467621 (0.22754863574523335) | > loss_disc_real_4: 0.24923060834407806 (0.22545840065608652) | > loss_disc_real_5: 0.2237323373556137 (0.21623029057369675) | > loss_0: 2.438840627670288 (2.323491553003473) | > grad_norm_0: tensor(40.4580, device='cuda:0') (tensor(15.4599, device='cuda:0')) | > loss_gen: 2.5541834831237793 (2.540178651957548) | > loss_kl: 1.9016194343566895 (1.8497841293497603) | > loss_feat: 6.732425689697266 (7.2521348036536875) | > loss_mel: 18.38532257080078 (18.37932169714641) | > loss_duration: 2.0193729400634766 (2.042170995889707) | > loss_1: 31.592924118041992 (32.0635903084925) | > grad_norm_1: tensor(251.7190, device='cuda:0') (tensor(198.2535, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.3712 (0.361234748086264) | > loader_time: 0.0041 (0.0037108668985292893)  --> TIME: 2024-06-11 05:15:05 -- STEP: 154/330 -- GLOBAL_STEP: 195075 | > loss_disc: 2.340235710144043 (2.32057369064975) | > loss_disc_real_0: 0.10794027149677277 (0.11042233498452546) | > loss_disc_real_1: 0.21103546023368835 (0.2005700987654847) | > loss_disc_real_2: 0.2626456618309021 (0.2154372419629778) | > loss_disc_real_3: 0.2639029026031494 (0.2268079189317567) | > loss_disc_real_4: 0.2508558928966522 (0.22431597539356776) | > loss_disc_real_5: 0.23113097250461578 (0.21612916393326476) | > loss_0: 2.340235710144043 (2.32057369064975) | > grad_norm_0: tensor(22.4319, device='cuda:0') (tensor(17.2252, device='cuda:0')) | > loss_gen: 2.5103251934051514 (2.555585356501789) | > loss_kl: 1.777345895767212 (1.8503636818427545) | > loss_feat: 7.263311386108398 (7.30002220884546) | > loss_mel: 18.675092697143555 (18.373229039179826) | > loss_duration: 2.0485520362854004 (2.0435852315518757) | > loss_1: 32.274627685546875 (32.12278551869579) | > grad_norm_1: tensor(225.6869, device='cuda:0') (tensor(219.1676, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.3714 (0.36287845109964345) | > loader_time: 0.0044 (0.003821475165230887)  --> TIME: 2024-06-11 05:15:15 -- STEP: 179/330 -- GLOBAL_STEP: 195100 | > loss_disc: 2.212655544281006 (2.31846409936191) | > loss_disc_real_0: 0.11472070217132568 (0.11019339997258933) | > loss_disc_real_1: 0.21699659526348114 (0.2001539289784831) | > loss_disc_real_2: 0.2196594625711441 (0.21408545496410497) | > loss_disc_real_3: 0.23187075555324554 (0.22684982069377793) | > loss_disc_real_4: 0.2271171361207962 (0.22415358585685324) | > loss_disc_real_5: 0.237322136759758 (0.21651758353470424) | > loss_0: 2.212655544281006 (2.31846409936191) | > grad_norm_0: tensor(22.8152, device='cuda:0') (tensor(19.4929, device='cuda:0')) | > loss_gen: 2.7532804012298584 (2.560611152116146) | > loss_kl: 1.95492422580719 (1.8583491494535733) | > loss_feat: 7.758057594299316 (7.308651790938564) | > loss_mel: 17.849853515625 (18.343960447684356) | > loss_duration: 2.090564727783203 (2.0487468036193417) | > loss_1: 32.406681060791016 (32.12031934514392) | > grad_norm_1: tensor(462.3412, device='cuda:0') (tensor(232.7875, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.386 (0.36561943832056476) | > loader_time: 0.0049 (0.003959675740929289)  --> TIME: 2024-06-11 05:15:25 -- STEP: 204/330 -- GLOBAL_STEP: 195125 | > loss_disc: 2.4297046661376953 (2.324384078091265) | > loss_disc_real_0: 0.07331050932407379 (0.11061895547398165) | > loss_disc_real_1: 0.18161997199058533 (0.20038685151467137) | > loss_disc_real_2: 0.2206156998872757 (0.21472207486045128) | > loss_disc_real_3: 0.23608487844467163 (0.22686224350450085) | > loss_disc_real_4: 0.25124678015708923 (0.2251441505755864) | > loss_disc_real_5: 0.23139716684818268 (0.21685659826970569) | > loss_0: 2.4297046661376953 (2.324384078091265) | > grad_norm_0: tensor(34.1419, device='cuda:0') (tensor(21.9060, device='cuda:0')) | > loss_gen: 2.4729790687561035 (2.5601346165526135) | > loss_kl: 1.8812496662139893 (1.8645346421821445) | > loss_feat: 7.125274658203125 (7.320096969604492) | > loss_mel: 17.55855941772461 (18.312675373227) | > loss_duration: 2.0473837852478027 (2.0557914288604953) | > loss_1: 31.085445404052734 (32.11323307074754) | > grad_norm_1: tensor(346.7147, device='cuda:0') (tensor(251.5980, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.4073 (0.36971169710159296) | > loader_time: 0.0052 (0.004125293563393985)  --> TIME: 2024-06-11 05:15:35 -- STEP: 229/330 -- GLOBAL_STEP: 195150 | > loss_disc: 2.273660182952881 (2.3280388757130974) | > loss_disc_real_0: 0.06474637240171432 (0.1125143069660039) | > loss_disc_real_1: 0.19790960848331451 (0.20042833087225667) | > loss_disc_real_2: 0.20877805352210999 (0.21440890912926353) | > loss_disc_real_3: 0.22901636362075806 (0.22720281922921343) | > loss_disc_real_4: 0.20905867218971252 (0.22493882496804649) | > loss_disc_real_5: 0.23387748003005981 (0.2172312228960762) | > loss_0: 2.273660182952881 (2.3280388757130974) | > grad_norm_0: tensor(50.7381, device='cuda:0') (tensor(25.4746, device='cuda:0')) | > loss_gen: 2.6178011894226074 (2.558854254052107) | > loss_kl: 1.9027392864227295 (1.8643908974385157) | > loss_feat: 7.644111156463623 (7.3206588586865555) | > loss_mel: 19.438289642333984 (18.294844673190045) | > loss_duration: 2.140307903289795 (2.0633790279579984) | > loss_1: 33.743247985839844 (32.102127733188944) | > grad_norm_1: tensor(403.7305, device='cuda:0') (tensor(268.6286, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.4094 (0.37326190669463705) | > loader_time: 0.0054 (0.0042597091874701475)  --> TIME: 2024-06-11 05:15:46 -- STEP: 254/330 -- GLOBAL_STEP: 195175 | > loss_disc: 2.22525691986084 (2.329467387649956) | > loss_disc_real_0: 0.10918906331062317 (0.11409236019931909) | > loss_disc_real_1: 0.22076603770256042 (0.20021602710870307) | > loss_disc_real_2: 0.21578684449195862 (0.2141735957363459) | > loss_disc_real_3: 0.2346952259540558 (0.22746518852673178) | > loss_disc_real_4: 0.2083384245634079 (0.22455946608321872) | > loss_disc_real_5: 0.1965845674276352 (0.21725868263582546) | > loss_0: 2.22525691986084 (2.329467387649956) | > grad_norm_0: tensor(34.6883, device='cuda:0') (tensor(26.8770, device='cuda:0')) | > loss_gen: 2.5353477001190186 (2.554378257023067) | > loss_kl: 1.9091689586639404 (1.8672765427687037) | > loss_feat: 7.895022869110107 (7.311191613279928) | > loss_mel: 17.74042320251465 (18.25740497318778) | > loss_duration: 2.077897071838379 (2.070078645634839) | > loss_1: 32.157859802246094 (32.060330075541835) | > grad_norm_1: tensor(342.4077, device='cuda:0') (tensor(275.2597, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.4313 (0.3786385566230833) | > loader_time: 0.0055 (0.00439786911010742)  --> TIME: 2024-06-11 05:15:57 -- STEP: 279/330 -- GLOBAL_STEP: 195200 | > loss_disc: 2.382925033569336 (2.3293098941926025) | > loss_disc_real_0: 0.10242383182048798 (0.11481431525828163) | > loss_disc_real_1: 0.1777394562959671 (0.2003384968499556) | > loss_disc_real_2: 0.243647038936615 (0.2139662998765173) | > loss_disc_real_3: 0.21666587889194489 (0.22723136062476795) | > loss_disc_real_4: 0.2037837654352188 (0.22448513499297545) | > loss_disc_real_5: 0.19165335595607758 (0.2170239454101918) | > loss_0: 2.382925033569336 (2.3293098941926025) | > grad_norm_0: tensor(6.6780, device='cuda:0') (tensor(25.9348, device='cuda:0')) | > loss_gen: 2.285323143005371 (2.5476704754709765) | > loss_kl: 1.933740496635437 (1.8732541068907707) | > loss_feat: 7.122519493103027 (7.303112558139268) | > loss_mel: 17.685884475708008 (18.213474519791138) | > loss_duration: 2.1573309898376465 (2.0787173295961057) | > loss_1: 31.18480110168457 (32.01622907577024) | > grad_norm_1: tensor(57.8785, device='cuda:0') (tensor(265.0454, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.441 (0.38394877645704484) | > loader_time: 0.0068 (0.004548582979427871)  --> TIME: 2024-06-11 05:16:09 -- STEP: 304/330 -- GLOBAL_STEP: 195225 | > loss_disc: 2.3051044940948486 (2.3319124900981) | > loss_disc_real_0: 0.171239972114563 (0.11586022696849939) | > loss_disc_real_1: 0.23510156571865082 (0.20037915503704226) | > loss_disc_real_2: 0.21712131798267365 (0.21425623235929953) | > loss_disc_real_3: 0.24765746295452118 (0.22737595968340574) | > loss_disc_real_4: 0.23144707083702087 (0.22468994464725256) | > loss_disc_real_5: 0.2479836344718933 (0.21698139789269158) | > loss_0: 2.3051044940948486 (2.3319124900981) | > grad_norm_0: tensor(10.1003, device='cuda:0') (tensor(24.9070, device='cuda:0')) | > loss_gen: 2.527683734893799 (2.541742676182796) | > loss_kl: 1.948447823524475 (1.8770798095747043) | > loss_feat: 7.576714515686035 (7.311575905272835) | > loss_mel: 17.325946807861328 (18.17364973770944) | > loss_duration: 2.228153944015503 (2.0887897065595586) | > loss_1: 31.606945037841797 (31.992837905883814) | > grad_norm_1: tensor(127.9411, device='cuda:0') (tensor(255.8422, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.4723 (0.3909611121604317) | > loader_time: 0.0071 (0.004741509494028595)  --> TIME: 2024-06-11 05:16:39 -- STEP: 329/330 -- GLOBAL_STEP: 195250 | > loss_disc: 2.4995357990264893 (2.3362255226877333) | > loss_disc_real_0: 0.1643570065498352 (0.11725233460133924) | > loss_disc_real_1: 0.13009804487228394 (0.200554729232672) | > loss_disc_real_2: 0.20914961397647858 (0.21409004170300389) | > loss_disc_real_3: 0.27384471893310547 (0.22768199366820258) | > loss_disc_real_4: 0.26010194420814514 (0.22508073967278547) | > loss_disc_real_5: 0.32639679312705994 (0.2177625536284548) | > loss_0: 2.4995357990264893 (2.3362255226877333) | > grad_norm_0: tensor(10.6090, device='cuda:0') (tensor(23.9202, device='cuda:0')) | > loss_gen: 2.4211809635162354 (2.5349281790771014) | > loss_kl: 2.051253318786621 (1.8855558122907365) | > loss_feat: 10.917322158813477 (7.405922209962886) | > loss_mel: 18.937088012695312 (18.16394954901697) | > loss_duration: 2.2838282585144043 (2.102309539687671) | > loss_1: 36.61067199707031 (32.092665385330356) | > grad_norm_1: tensor(117.7241, device='cuda:0') (tensor(245.7900, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 15.2265 (0.45032077139996485) | > loader_time: 0.0352 (0.005216544884678806)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5303564071655273 (2.5303564071655273) | > loss_disc_real_0: 0.12316510081291199 (0.12316510081291199) | > loss_disc_real_1: 0.20022784173488617 (0.20022784173488617) | > loss_disc_real_2: 0.2697901129722595 (0.2697901129722595) | > loss_disc_real_3: 0.2513030767440796 (0.2513030767440796) | > loss_disc_real_4: 0.3041151165962219 (0.3041151165962219) | > loss_disc_real_5: 0.2991384267807007 (0.2991384267807007) | > loss_0: 2.5303564071655273 (2.5303564071655273) | > loss_gen: 2.405843496322632 (2.405843496322632) | > loss_kl: 2.513137102127075 (2.513137102127075) | > loss_feat: 5.92097806930542 (5.92097806930542) | > loss_mel: 15.805642127990723 (15.805642127990723) | > loss_duration: 2.8390603065490723 (2.8390603065490723) | > loss_1: 29.484661102294922 (29.484661102294922)  --> STEP: 1 | > loss_disc: 2.417649269104004 (2.417649269104004) | > loss_disc_real_0: 0.07411892712116241 (0.07411892712116241) | > loss_disc_real_1: 0.16758018732070923 (0.16758018732070923) | > loss_disc_real_2: 0.23106537759304047 (0.23106537759304047) | > loss_disc_real_3: 0.26085034012794495 (0.26085034012794495) | > loss_disc_real_4: 0.2617904245853424 (0.2617904245853424) | > loss_disc_real_5: 0.25679880380630493 (0.25679880380630493) | > loss_0: 2.417649269104004 (2.417649269104004) | > loss_gen: 2.182293653488159 (2.182293653488159) | > loss_kl: 2.3529117107391357 (2.3529117107391357) | > loss_feat: 5.934009552001953 (5.934009552001953) | > loss_mel: 17.751253128051758 (17.751253128051758) | > loss_duration: 2.368914842605591 (2.368914842605591) | > loss_1: 30.58938217163086 (30.58938217163086)  --> STEP: 2 | > loss_disc: 2.2250685691833496 (2.3213589191436768) | > loss_disc_real_0: 0.05622436851263046 (0.06517164781689644) | > loss_disc_real_1: 0.22763682901859283 (0.19760850816965103) | > loss_disc_real_2: 0.19150672852993011 (0.2112860530614853) | > loss_disc_real_3: 0.1851864457130432 (0.22301839292049408) | > loss_disc_real_4: 0.2724555432796478 (0.2671229839324951) | > loss_disc_real_5: 0.15739884972572327 (0.2070988267660141) | > loss_0: 2.2250685691833496 (2.3213589191436768) | > loss_gen: 2.396253824234009 (2.289273738861084) | > loss_kl: 1.9781767129898071 (2.1655442118644714) | > loss_feat: 6.022165775299072 (5.978087663650513) | > loss_mel: 21.38379669189453 (19.567524909973145) | > loss_duration: 2.4581336975097656 (2.4135242700576782) | > loss_1: 34.238525390625 (32.41395378112793)  --> STEP: 3 | > loss_disc: 2.435298442840576 (2.3593387603759766) | > loss_disc_real_0: 0.07968606054782867 (0.07000978539387386) | > loss_disc_real_1: 0.22441110014915466 (0.20654270549615225) | > loss_disc_real_2: 0.16854967176914215 (0.19704059263070425) | > loss_disc_real_3: 0.19077597558498383 (0.212270920475324) | > loss_disc_real_4: 0.21318182349205017 (0.24914259711901346) | > loss_disc_real_5: 0.15832017362117767 (0.1908392757177353) | > loss_0: 2.435298442840576 (2.3593387603759766) | > loss_gen: 2.1462326049804688 (2.241593360900879) | > loss_kl: 2.3874170780181885 (2.2395018339157104) | > loss_feat: 7.197462558746338 (6.384545962015788) | > loss_mel: 16.9155216217041 (18.683523813883465) | > loss_duration: 2.2773871421813965 (2.368145227432251) | > loss_1: 30.924020767211914 (31.917309443155926)  --> STEP: 4 | > loss_disc: 2.4098803997039795 (2.3719741702079773) | > loss_disc_real_0: 0.1765134483575821 (0.09663570113480091) | > loss_disc_real_1: 0.17161987721920013 (0.19781199842691422) | > loss_disc_real_2: 0.20197917520999908 (0.19827523827552795) | > loss_disc_real_3: 0.2554991543292999 (0.22307797893881798) | > loss_disc_real_4: 0.29316645860671997 (0.2601485624909401) | > loss_disc_real_5: 0.18013492226600647 (0.18816318735480309) | > loss_0: 2.4098803997039795 (2.3719741702079773) | > loss_gen: 2.3805758953094482 (2.2763389945030212) | > loss_kl: 2.0993459224700928 (2.204462856054306) | > loss_feat: 7.797616004943848 (6.737813472747803) | > loss_mel: 18.82740592956543 (18.719494342803955) | > loss_duration: 2.2682204246520996 (2.343164026737213) | > loss_1: 33.373165130615234 (32.28127336502075)  --> STEP: 5 | > loss_disc: 2.4335412979125977 (2.3842875957489014) | > loss_disc_real_0: 0.09098044037818909 (0.09550464898347855) | > loss_disc_real_1: 0.24728231132030487 (0.20770606100559236) | > loss_disc_real_2: 0.24155569076538086 (0.20693132877349854) | > loss_disc_real_3: 0.24069452285766602 (0.22660128772258759) | > loss_disc_real_4: 0.25096848607063293 (0.2583125472068787) | > loss_disc_real_5: 0.2671089172363281 (0.2039523333311081) | > loss_0: 2.4335412979125977 (2.3842875957489014) | > loss_gen: 2.39827036857605 (2.3007252693176268) | > loss_kl: 1.9982593059539795 (2.163222146034241) | > loss_feat: 7.044219970703125 (6.799094772338867) | > loss_mel: 19.79985237121582 (18.935565948486328) | > loss_duration: 2.3899295330047607 (2.3525171279907227) | > loss_1: 33.630531311035156 (32.55112495422363)  --> STEP: 6 | > loss_disc: 2.6436846256256104 (2.427520434061686) | > loss_disc_real_0: 0.15563681721687317 (0.10552667702237765) | > loss_disc_real_1: 0.24567463994026184 (0.21403415749470392) | > loss_disc_real_2: 0.2796846330165863 (0.21905687948067984) | > loss_disc_real_3: 0.2901384234428406 (0.23719081034262976) | > loss_disc_real_4: 0.29963967204093933 (0.2652004013458888) | > loss_disc_real_5: 0.2688570022583008 (0.21476977815230688) | > loss_0: 2.6436846256256104 (2.427520434061686) | > loss_gen: 2.4025685787200928 (2.317699154218038) | > loss_kl: 1.9668117761611938 (2.130487084388733) | > loss_feat: 6.112019062042236 (6.684582153956096) | > loss_mel: 19.543420791625977 (19.0368750890096) | > loss_duration: 2.1589763164520264 (2.3202603260676065) | > loss_1: 32.18379592895508 (32.48990345001221)  --> STEP: 7 | > loss_disc: 2.239013910293579 (2.4005909306662425) | > loss_disc_real_0: 0.13659322261810303 (0.10996475496462413) | > loss_disc_real_1: 0.3044516444206238 (0.2269509413412639) | > loss_disc_real_2: 0.1647118628025055 (0.21129330566951207) | > loss_disc_real_3: 0.22901080548763275 (0.23602223822048732) | > loss_disc_real_4: 0.22416751086711884 (0.2593385598489216) | > loss_disc_real_5: 0.2064754068851471 (0.21358486797128404) | > loss_0: 2.239013910293579 (2.4005909306662425) | > loss_gen: 2.71052885055542 (2.3738176822662354) | > loss_kl: 4.122288227081299 (2.4150301047733853) | > loss_feat: 5.033450126647949 (6.448706150054932) | > loss_mel: 19.256725311279297 (19.068282263619558) | > loss_duration: 2.483976125717163 (2.343648297446115) | > loss_1: 33.60696792602539 (32.64948408944266)  --> STEP: 8 | > loss_disc: 2.364637613296509 (2.3960967659950256) | > loss_disc_real_0: 0.07579783350229263 (0.1056938897818327) | > loss_disc_real_1: 0.23456047475337982 (0.2279021330177784) | > loss_disc_real_2: 0.180446058511734 (0.2074373997747898) | > loss_disc_real_3: 0.21562376618385315 (0.23347242921590805) | > loss_disc_real_4: 0.33714359998703003 (0.2690641898661852) | > loss_disc_real_5: 0.34450453519821167 (0.22994982637465) | > loss_0: 2.364637613296509 (2.3960967659950256) | > loss_gen: 2.6043801307678223 (2.4026379883289337) | > loss_kl: 3.1243784427642822 (2.5036986470222473) | > loss_feat: 8.463120460510254 (6.700507938861847) | > loss_mel: 20.30478286743164 (19.22284483909607) | > loss_duration: 2.1564669609069824 (2.320250630378723) | > loss_1: 36.65312957763672 (33.14993977546692)  --> STEP: 9 | > loss_disc: 2.2107839584350586 (2.375506454043918) | > loss_disc_real_0: 0.18185484409332275 (0.11415621803866492) | > loss_disc_real_1: 0.16497059166431427 (0.22090973953406015) | > loss_disc_real_2: 0.19073592126369476 (0.2055816799402237) | > loss_disc_real_3: 0.2001539170742035 (0.2297703723112742) | > loss_disc_real_4: 0.25764575600624084 (0.26779547499285805) | > loss_disc_real_5: 0.24605333805084229 (0.2317391054497825) | > loss_0: 2.2107839584350586 (2.375506454043918) | > loss_gen: 2.717972755432129 (2.4376751846737332) | > loss_kl: 3.1715447902679443 (2.577903774049547) | > loss_feat: 10.30931568145752 (7.101486576928033) | > loss_mel: 20.314476013183594 (19.34413719177246) | > loss_duration: 2.0999391078948975 (2.2957715723249645) | > loss_1: 38.61324691772461 (33.75697390238444)  --> STEP: 10 | > loss_disc: 2.519239902496338 (2.3898797988891602) | > loss_disc_real_0: 0.16553814709186554 (0.11929441094398499) | > loss_disc_real_1: 0.21311286091804504 (0.22013005167245864) | > loss_disc_real_2: 0.2910374701023102 (0.21412725895643234) | > loss_disc_real_3: 0.2886817455291748 (0.23566150963306426) | > loss_disc_real_4: 0.19840604066848755 (0.260856531560421) | > loss_disc_real_5: 0.17247769236564636 (0.22581296414136887) | > loss_0: 2.519239902496338 (2.3898797988891602) | > loss_gen: 2.2812421321868896 (2.422031879425049) | > loss_kl: 2.78263258934021 (2.598376655578613) | > loss_feat: 6.345149040222168 (7.025852823257447) | > loss_mel: 18.95531463623047 (19.30525493621826) | > loss_duration: 2.284257411956787 (2.294620156288147) | > loss_1: 32.64859390258789 (33.64613590240479)  --> STEP: 11 | > loss_disc: 2.453984498977661 (2.3957074988972056) | > loss_disc_real_0: 0.08789718151092529 (0.11644011735916138) | > loss_disc_real_1: 0.2603722810745239 (0.22378843616355548) | > loss_disc_real_2: 0.2467237114906311 (0.21709057282317767) | > loss_disc_real_3: 0.2082885503768921 (0.23317305879159408) | > loss_disc_real_4: 0.2685004472732544 (0.2615514329888604) | > loss_disc_real_5: 0.23247607052326202 (0.22641870108517734) | > loss_0: 2.453984498977661 (2.3957074988972056) | > loss_gen: 2.500518798828125 (2.4291670539162378) | > loss_kl: 3.092313766479492 (2.643280029296875) | > loss_feat: 7.87694787979126 (7.103225101124156) | > loss_mel: 17.881900787353516 (19.175859104503285) | > loss_duration: 2.3845789432525635 (2.3027982278303667) | > loss_1: 33.73625946044922 (33.654328953136094)  --> STEP: 12 | > loss_disc: 2.2953884601593018 (2.3873475790023804) | > loss_disc_real_0: 0.09148082137107849 (0.11436017602682114) | > loss_disc_real_1: 0.16630356013774872 (0.2189980298280716) | > loss_disc_real_2: 0.24404828250408173 (0.21933704862991968) | > loss_disc_real_3: 0.23227933049201965 (0.2330985814332962) | > loss_disc_real_4: 0.2612464725971222 (0.2615260196228822) | > loss_disc_real_5: 0.257916122674942 (0.22904348621765772) | > loss_0: 2.2953884601593018 (2.3873475790023804) | > loss_gen: 2.568188190460205 (2.4407521486282353) | > loss_kl: 2.6295671463012695 (2.642137289047241) | > loss_feat: 6.3114399909973145 (7.037243008613586) | > loss_mel: 18.81849479675293 (19.14607874552409) | > loss_duration: 2.2053890228271484 (2.2946807940800986) | > loss_1: 32.5330810546875 (33.560891628265374)  --> STEP: 13 | > loss_disc: 2.679351806640625 (2.4098094426668606) | > loss_disc_real_0: 0.14152781665325165 (0.11644999453654656) | > loss_disc_real_1: 0.2838730216026306 (0.22398841381072998) | > loss_disc_real_2: 0.28483113646507263 (0.2243750553864699) | > loss_disc_real_3: 0.30761072039604187 (0.23883028443043047) | > loss_disc_real_4: 0.27983760833740234 (0.262934603370153) | > loss_disc_real_5: 0.3568495213985443 (0.23887471969311053) | > loss_0: 2.679351806640625 (2.4098094426668606) | > loss_gen: 2.5507638454437256 (2.4492145868448114) | > loss_kl: 2.7818875312805176 (2.65288730768057) | > loss_feat: 6.294699668884277 (6.980124290172871) | > loss_mel: 16.69619369506836 (18.957626049335186) | > loss_duration: 2.1332132816314697 (2.2822602161994348) | > loss_1: 30.456758499145508 (33.32211215679461)  --> STEP: 14 | > loss_disc: 2.6442925930023193 (2.4265582391193936) | > loss_disc_real_0: 0.1387120485305786 (0.11804014125040599) | > loss_disc_real_1: 0.1556038111448288 (0.21910379933459417) | > loss_disc_real_2: 0.22634010016918182 (0.2245154157280922) | > loss_disc_real_3: 0.23229704797267914 (0.23836362468344824) | > loss_disc_real_4: 0.2536490857601166 (0.2622713521122933) | > loss_disc_real_5: 0.2475973218679428 (0.23949776270559855) | > loss_0: 2.6442925930023193 (2.4265582391193936) | > loss_gen: 2.130708694458008 (2.426464165960039) | > loss_kl: 2.84773325920105 (2.6668048756463185) | > loss_feat: 6.609003067016602 (6.953615631375994) | > loss_mel: 20.13849639892578 (19.0419739314488) | > loss_duration: 2.3227028846740723 (2.2851489782333374) | > loss_1: 34.04864501953125 (33.374007361275794)  --> STEP: 15 | > loss_disc: 2.626833438873291 (2.4399099191029867) | > loss_disc_real_0: 0.1351119875907898 (0.11917826433976492) | > loss_disc_real_1: 0.2820344567298889 (0.2232991764942805) | > loss_disc_real_2: 0.34752708673477173 (0.23271619379520417) | > loss_disc_real_3: 0.29821550846099854 (0.24235375026861827) | > loss_disc_real_4: 0.360944926738739 (0.26884959042072304) | > loss_disc_real_5: 0.27947717905044556 (0.24216305712858835) | > loss_0: 2.626833438873291 (2.4399099191029867) | > loss_gen: 2.7999329566955566 (2.4513620853424074) | > loss_kl: 3.052018880844116 (2.692485809326172) | > loss_feat: 8.006911277770996 (7.023835341135661) | > loss_mel: 19.389625549316406 (19.065150705973306) | > loss_duration: 2.312779426574707 (2.286991008122762) | > loss_1: 35.5612678527832 (33.51982472737629)  --> STEP: 16 | > loss_disc: 2.1780049800872803 (2.423540860414505) | > loss_disc_real_0: 0.08575926721096039 (0.11708957701921463) | > loss_disc_real_1: 0.2565857172012329 (0.22537958528846502) | > loss_disc_real_2: 0.18039093911647797 (0.22944586537778378) | > loss_disc_real_3: 0.19695420563220978 (0.23951627872884274) | > loss_disc_real_4: 0.18111613392829895 (0.2633662493899465) | > loss_disc_real_5: 0.15283718705177307 (0.2365801902487874) | > loss_0: 2.1780049800872803 (2.423540860414505) | > loss_gen: 2.4277992248535156 (2.4498894065618515) | > loss_kl: 2.3615236282348633 (2.671800673007965) | > loss_feat: 8.173508644104004 (7.095689922571182) | > loss_mel: 18.679439544677734 (19.041043758392334) | > loss_duration: 2.3202455043792725 (2.289069414138794) | > loss_1: 33.96251678466797 (33.54749298095702)  --> STEP: 17 | > loss_disc: 2.271839141845703 (2.414617229910458) | > loss_disc_real_0: 0.11852188408374786 (0.11717383037595187) | > loss_disc_real_1: 0.26740750670433044 (0.22785181595998652) | > loss_disc_real_2: 0.24105966091156006 (0.23012902982094707) | > loss_disc_real_3: 0.26115715503692627 (0.24078927145284765) | > loss_disc_real_4: 0.24814222753047943 (0.2624707186923308) | > loss_disc_real_5: 0.24945129454135895 (0.23733731403070338) | > loss_0: 2.271839141845703 (2.414617229910458) | > loss_gen: 2.810654878616333 (2.4711109049179973) | > loss_kl: 2.405024290084839 (2.6561079446007225) | > loss_feat: 6.676767826080322 (7.071047446307014) | > loss_mel: 17.711483001708984 (18.962834302116843) | > loss_duration: 2.3950788974761963 (2.2953052660998177) | > loss_1: 31.999008178710938 (33.45640563964842)  --> STEP: 18 | > loss_disc: 2.063148021697998 (2.3950911627875433) | > loss_disc_real_0: 0.060206785798072815 (0.11400899456606971) | > loss_disc_real_1: 0.21005825698375702 (0.22686328490575156) | > loss_disc_real_2: 0.1834379881620407 (0.22753508306211895) | > loss_disc_real_3: 0.13778811693191528 (0.23506698509057364) | > loss_disc_real_4: 0.25218600034713745 (0.2618993454509312) | > loss_disc_real_5: 0.11831898987293243 (0.23072518491082722) | > loss_0: 2.063148021697998 (2.3950911627875433) | > loss_gen: 2.5311996936798096 (2.4744491709603205) | > loss_kl: 3.0494229793548584 (2.677958779864841) | > loss_feat: 10.547350883483887 (7.2641754150390625) | > loss_mel: 19.210731506347656 (18.976606369018555) | > loss_duration: 2.2222702503204346 (2.291247765223185) | > loss_1: 37.560977935791016 (33.68443743387857)  --> STEP: 19 | > loss_disc: 2.6861443519592285 (2.4104097516913163) | > loss_disc_real_0: 0.25959300994873047 (0.12167131116515711) | > loss_disc_real_1: 0.252345472574234 (0.22820445267777695) | > loss_disc_real_2: 0.20260044932365417 (0.22622273391798922) | > loss_disc_real_3: 0.2648163437843323 (0.23663274081129776) | > loss_disc_real_4: 0.2953732907772064 (0.26366113204705094) | > loss_disc_real_5: 0.27280911803245544 (0.23294012875933395) | > loss_0: 2.6861443519592285 (2.4104097516913163) | > loss_gen: 2.388101816177368 (2.4699045733401648) | > loss_kl: 2.0253524780273438 (2.6436110797681307) | > loss_feat: 5.444771766662598 (7.168417328282406) | > loss_mel: 16.519920349121094 (18.847307104813424) | > loss_duration: 2.3009886741638184 (2.2917604446411133) | > loss_1: 28.679134368896484 (33.421000430458456)  --> STEP: 20 | > loss_disc: 1.9679341316223145 (2.3882859706878663) | > loss_disc_real_0: 0.15120209753513336 (0.12314785048365592) | > loss_disc_real_1: 0.16226574778556824 (0.2249075174331665) | > loss_disc_real_2: 0.27878040075302124 (0.22885061725974082) | > loss_disc_real_3: 0.1543867141008377 (0.23252043947577478) | > loss_disc_real_4: 0.1472730189561844 (0.2578417263925076) | > loss_disc_real_5: 0.1338444948196411 (0.22798534706234933) | > loss_0: 1.9679341316223145 (2.3882859706878663) | > loss_gen: 2.7136051654815674 (2.4820896029472346) | > loss_kl: 2.4364874362945557 (2.633254897594452) | > loss_feat: 8.065539360046387 (7.213273429870606) | > loss_mel: 19.908910751342773 (18.900387287139893) | > loss_duration: 2.2959954738616943 (2.2919721961021424) | > loss_1: 35.420536041259766 (33.520977210998524)  --> STEP: 21 | > loss_disc: 2.425285816192627 (2.390047868092855) | > loss_disc_real_0: 0.13303503394126892 (0.12361866874354226) | > loss_disc_real_1: 0.28063878417015076 (0.2275613872777848) | > loss_disc_real_2: 0.15336087346076965 (0.2252558675550279) | > loss_disc_real_3: 0.2673902213573456 (0.2341809052796591) | > loss_disc_real_4: 0.25356149673461914 (0.2576379059326081) | > loss_disc_real_5: 0.21906471252441406 (0.22756055494149527) | > loss_0: 2.425285816192627 (2.390047868092855) | > loss_gen: 2.3118038177490234 (2.473980756033034) | > loss_kl: 2.03540301322937 (2.604785760243734) | > loss_feat: 4.857712268829346 (7.101103850773403) | > loss_mel: 15.060752868652344 (18.7175475529262) | > loss_duration: 2.1671955585479736 (2.2860304514567056) | > loss_1: 26.43286895751953 (33.183448246547144)  --> STEP: 22 | > loss_disc: 2.302457094192505 (2.3860664692792026) | > loss_disc_real_0: 0.12646915018558502 (0.12374823608181694) | > loss_disc_real_1: 0.17762088775634766 (0.22529136457226492) | > loss_disc_real_2: 0.18684177100658417 (0.22350977225737137) | > loss_disc_real_3: 0.21736520528793335 (0.2334165552800352) | > loss_disc_real_4: 0.21474845707416534 (0.2556883855299516) | > loss_disc_real_5: 0.26492568850517273 (0.2292589701034806) | > loss_0: 2.302457094192505 (2.3860664692792026) | > loss_gen: 2.4169301986694336 (2.471387548880143) | > loss_kl: 2.2293128967285156 (2.587718811902133) | > loss_feat: 7.226370811462402 (7.106797803531993) | > loss_mel: 18.700607299804688 (18.716777541420676) | > loss_duration: 2.1621735095977783 (2.280400590463118) | > loss_1: 32.73539733886719 (33.163082296198056)  --> STEP: 23 | > loss_disc: 2.5013539791107178 (2.3910789697066597) | > loss_disc_real_0: 0.13514883816242218 (0.1242439144331476) | > loss_disc_real_1: 0.31250113248825073 (0.2290830936120904) | > loss_disc_real_2: 0.20022892951965332 (0.22249756170355756) | > loss_disc_real_3: 0.2916194796562195 (0.2359471172094345) | > loss_disc_real_4: 0.25004857778549194 (0.2554431764975838) | > loss_disc_real_5: 0.1728299856185913 (0.22680553599544193) | > loss_0: 2.5013539791107178 (2.3910789697066597) | > loss_gen: 2.482487201690674 (2.4718701424806007) | > loss_kl: 2.184255361557007 (2.570176922756693) | > loss_feat: 7.975332736968994 (7.144560191942298) | > loss_mel: 18.216585159301758 (18.69503004654594) | > loss_duration: 2.2622628211975098 (2.279611991799396) | > loss_1: 33.12092208862305 (33.16124924369479)  --> STEP: 24 | > loss_disc: 2.541675090789795 (2.3973538080851235) | > loss_disc_real_0: 0.12289990484714508 (0.12418791403373082) | > loss_disc_real_1: 0.22718402743339539 (0.22900396585464478) | > loss_disc_real_2: 0.1929125040769577 (0.22126485096911588) | > loss_disc_real_3: 0.2216760516166687 (0.2353524894764026) | > loss_disc_real_4: 0.17989332973957062 (0.2522952662159999) | > loss_disc_real_5: 0.15165682137012482 (0.2236743395527204) | > loss_0: 2.541675090789795 (2.3973538080851235) | > loss_gen: 2.094155788421631 (2.4561320443948103) | > loss_kl: 2.668973684310913 (2.5742934544881186) | > loss_feat: 7.488343238830566 (7.158884485562642) | > loss_mel: 18.754026412963867 (18.697488228480022) | > loss_duration: 2.3963441848754883 (2.2844758331775665) | > loss_1: 33.4018440246582 (33.17127402623493)  --> STEP: 25 | > loss_disc: 2.6163439750671387 (2.406113414764404) | > loss_disc_real_0: 0.15807515382766724 (0.12554340362548827) | > loss_disc_real_1: 0.26272568106651306 (0.2303528344631195) | > loss_disc_real_2: 0.2595493793487549 (0.22279623210430144) | > loss_disc_real_3: 0.26374825835227966 (0.23648832023143768) | > loss_disc_real_4: 0.28369709849357605 (0.25355133950710296) | > loss_disc_real_5: 0.2005620300769806 (0.22274984717369078) | > loss_0: 2.6163439750671387 (2.406113414764404) | > loss_gen: 2.387287139892578 (2.453378248214721) | > loss_kl: 2.472886800765991 (2.570237188339233) | > loss_feat: 6.195385456085205 (7.120344524383545) | > loss_mel: 16.984222412109375 (18.628957595825195) | > loss_duration: 2.3120827674865723 (2.285580110549927) | > loss_1: 30.351863861083984 (33.058497619628895)  --> STEP: 26 | > loss_disc: 1.9147762060165405 (2.387215829812563) | > loss_disc_real_0: 0.1499820351600647 (0.12648335099220273) | > loss_disc_real_1: 0.18399213254451752 (0.22856973054317328) | > loss_disc_real_2: 0.08104171603918076 (0.21734413533256605) | > loss_disc_real_3: 0.05375152453780174 (0.2294599819355286) | > loss_disc_real_4: 0.1791471242904663 (0.2506896389218477) | > loss_disc_real_5: 0.09891673922538757 (0.2179870353295253) | > loss_0: 1.9147762060165405 (2.387215829812563) | > loss_gen: 2.874199867248535 (2.469563695100637) | > loss_kl: 2.5050389766693115 (2.567729564813467) | > loss_feat: 21.15104866027832 (7.659986991148728) | > loss_mel: 22.189157485961914 (18.765888360830452) | > loss_duration: 2.2833518981933594 (2.2854944100746746) | > loss_1: 51.0027961730957 (33.74866294860839) --> EVAL PERFORMANCE | > avg_loader_time: 0.002493198101337139 (-8.258452782264163e-05) | > avg_loss_disc: 2.387215829812563 (-0.0057577857604402816) | > avg_loss_disc_real_0: 0.12648335099220273 (+0.01600034334338625) | > avg_loss_disc_real_1: 0.22856973054317328 (+0.020348369502104252) | > avg_loss_disc_real_2: 0.21734413533256605 (-0.017923953154912353) | > avg_loss_disc_real_3: 0.2294599819355286 (-0.016669240278693348) | > avg_loss_disc_real_4: 0.2506896389218477 (+0.04679906884065041) | > avg_loss_disc_real_5: 0.2179870353295253 (-0.025342989426392765) | > avg_loss_0: 2.387215829812563 (-0.0057577857604402816) | > avg_loss_gen: 2.469563695100637 (+0.06887015012594322) | > avg_loss_kl: 2.567729564813467 (-0.06220538799579334) | > avg_loss_feat: 7.659986991148728 (+0.8929602733025179) | > avg_loss_mel: 18.765888360830452 (+0.9604907035827566) | > avg_loss_duration: 2.2854944100746746 (-0.012589032833392189) | > avg_loss_1: 33.74866294860839 (+1.8475268437312309)  > EPOCH: 325/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:16:45)   --> TIME: 2024-06-11 05:16:54 -- STEP: 24/330 -- GLOBAL_STEP: 195275 | > loss_disc: 2.2078590393066406 (2.333487868309021) | > loss_disc_real_0: 0.10666684061288834 (0.10542717638115089) | > loss_disc_real_1: 0.17494888603687286 (0.20095109939575195) | > loss_disc_real_2: 0.20140793919563293 (0.21242425963282585) | > loss_disc_real_3: 0.20714932680130005 (0.22675366016725698) | > loss_disc_real_4: 0.21153920888900757 (0.23144975863397121) | > loss_disc_real_5: 0.18871498107910156 (0.21891851599017778) | > loss_0: 2.2078590393066406 (2.333487868309021) | > grad_norm_0: tensor(3.6503, device='cuda:0') (tensor(8.0692, device='cuda:0')) | > loss_gen: 2.550171375274658 (2.520915766557058) | > loss_kl: 1.8370099067687988 (1.8424507329861324) | > loss_feat: 7.9133710861206055 (7.11333829164505) | > loss_mel: 18.441884994506836 (18.63417323430379) | > loss_duration: 2.005566358566284 (2.1117186248302455) | > loss_1: 32.74800491333008 (32.22259704271952) | > grad_norm_1: tensor(62.8536, device='cuda:0') (tensor(101.5533, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3509 (0.3430379132429758) | > loader_time: 0.0031 (0.0030648112297058105)  --> TIME: 2024-06-11 05:17:03 -- STEP: 49/330 -- GLOBAL_STEP: 195300 | > loss_disc: 2.3441803455352783 (2.3255332051491258) | > loss_disc_real_0: 0.09438182413578033 (0.1097546668381107) | > loss_disc_real_1: 0.19851753115653992 (0.19933482700464678) | > loss_disc_real_2: 0.17876027524471283 (0.21079623729598765) | > loss_disc_real_3: 0.20858390629291534 (0.22842361306657596) | > loss_disc_real_4: 0.22393934428691864 (0.22695993525641306) | > loss_disc_real_5: 0.21092228591442108 (0.21416544336445478) | > loss_0: 2.3441803455352783 (2.3255332051491258) | > grad_norm_0: tensor(45.9784, device='cuda:0') (tensor(10.1531, device='cuda:0')) | > loss_gen: 2.388667583465576 (2.5217542307717453) | > loss_kl: 1.7292211055755615 (1.8550512474410388) | > loss_feat: 7.408491611480713 (7.138521719952019) | > loss_mel: 18.70025062561035 (18.552697201164403) | > loss_duration: 1.9724901914596558 (2.064538026342586) | > loss_1: 32.199119567871094 (32.13256252055265) | > grad_norm_1: tensor(268.0442, device='cuda:0') (tensor(119.9288, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3591 (0.3469847513704883) | > loader_time: 0.0035 (0.003235666119322485)  --> TIME: 2024-06-11 05:17:12 -- STEP: 74/330 -- GLOBAL_STEP: 195325 | > loss_disc: 2.250835657119751 (2.323551538828257) | > loss_disc_real_0: 0.05113139748573303 (0.10961501592317142) | > loss_disc_real_1: 0.19213180243968964 (0.1998234785891868) | > loss_disc_real_2: 0.2445075511932373 (0.21331071330083384) | > loss_disc_real_3: 0.20230379700660706 (0.22725541164746155) | > loss_disc_real_4: 0.2078217715024948 (0.22469205872432604) | > loss_disc_real_5: 0.21657110750675201 (0.2143696020986583) | > loss_0: 2.250835657119751 (2.323551538828257) | > grad_norm_0: tensor(25.7180, device='cuda:0') (tensor(14.3322, device='cuda:0')) | > loss_gen: 2.5570762157440186 (2.526378103204675) | > loss_kl: 1.9350579977035522 (1.8536446030075486) | > loss_feat: 7.228360176086426 (7.207928741300428) | > loss_mel: 18.919475555419922 (18.576972832550876) | > loss_duration: 1.958543062210083 (2.0459213305164026) | > loss_1: 32.5985107421875 (32.21084561219088) | > grad_norm_1: tensor(284.6838, device='cuda:0') (tensor(167.4424, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3508 (0.3490708647547541) | > loader_time: 0.0034 (0.0033573137747274864)  --> TIME: 2024-06-11 05:17:21 -- STEP: 99/330 -- GLOBAL_STEP: 195350 | > loss_disc: 2.3749516010284424 (2.32575074349991) | > loss_disc_real_0: 0.10967085510492325 (0.11198663312678385) | > loss_disc_real_1: 0.19831109046936035 (0.19935585678827883) | > loss_disc_real_2: 0.22552326321601868 (0.213131674160861) | > loss_disc_real_3: 0.22348792850971222 (0.22761777735719776) | > loss_disc_real_4: 0.23364222049713135 (0.22513008403657664) | > loss_disc_real_5: 0.217002272605896 (0.2141072823844775) | > loss_0: 2.3749516010284424 (2.32575074349991) | > grad_norm_0: tensor(22.0076, device='cuda:0') (tensor(18.1646, device='cuda:0')) | > loss_gen: 2.647095203399658 (2.5274312159027703) | > loss_kl: 1.813847303390503 (1.8557939625749684) | > loss_feat: 7.637327194213867 (7.21020490472967) | > loss_mel: 18.609394073486328 (18.469650962136008) | > loss_duration: 2.0409884452819824 (2.041377018196414) | > loss_1: 32.748653411865234 (32.10445810568454) | > grad_norm_1: tensor(302.3245, device='cuda:0') (tensor(201.5736, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3721 (0.35376320222411495) | > loader_time: 0.0038 (0.003533866670396593)  --> TIME: 2024-06-11 05:17:31 -- STEP: 124/330 -- GLOBAL_STEP: 195375 | > loss_disc: 2.2654666900634766 (2.3210235468802916) | > loss_disc_real_0: 0.08526089787483215 (0.11210823017022302) | > loss_disc_real_1: 0.20825564861297607 (0.19849909193092777) | > loss_disc_real_2: 0.14169226586818695 (0.21303732765297737) | > loss_disc_real_3: 0.22185878455638885 (0.22704137393063115) | > loss_disc_real_4: 0.1783355474472046 (0.22418656284289976) | > loss_disc_real_5: 0.17071515321731567 (0.21387167190832476) | > loss_0: 2.2654666900634766 (2.3210235468802916) | > grad_norm_0: tensor(8.1176, device='cuda:0') (tensor(18.0493, device='cuda:0')) | > loss_gen: 2.4328551292419434 (2.5318523549264467) | > loss_kl: 1.7527775764465332 (1.8601687425567257) | > loss_feat: 7.76539945602417 (7.239638132433737) | > loss_mel: 18.897846221923828 (18.480219564130234) | > loss_duration: 2.0474278926849365 (2.0420494810227425) | > loss_1: 32.896305084228516 (32.15392821834934) | > grad_norm_1: tensor(232.0483, device='cuda:0') (tensor(211.3877, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3661 (0.3565585420977685) | > loader_time: 0.004 (0.0036495558677181123)  --> TIME: 2024-06-11 05:17:41 -- STEP: 149/330 -- GLOBAL_STEP: 195400 | > loss_disc: 2.3117544651031494 (2.3253719486646207) | > loss_disc_real_0: 0.11061031371355057 (0.11335035023473253) | > loss_disc_real_1: 0.2690185308456421 (0.1994705873247761) | > loss_disc_real_2: 0.21628215909004211 (0.21461484516227006) | > loss_disc_real_3: 0.23263351619243622 (0.22687911277249356) | > loss_disc_real_4: 0.23650601506233215 (0.2246487607691912) | > loss_disc_real_5: 0.23800024390220642 (0.2144054689463353) | > loss_0: 2.3117544651031494 (2.3253719486646207) | > grad_norm_0: tensor(48.8632, device='cuda:0') (tensor(18.8389, device='cuda:0')) | > loss_gen: 2.6099443435668945 (2.5377893543883445) | > loss_kl: 1.8111885786056519 (1.8637143549503097) | > loss_feat: 7.178377151489258 (7.278855006966815) | > loss_mel: 18.470247268676758 (18.50753435992554) | > loss_duration: 2.0683534145355225 (2.044425417912887) | > loss_1: 32.13810729980469 (32.2323184685419) | > grad_norm_1: tensor(511.8186, device='cuda:0') (tensor(226.8506, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3949 (0.3628500243961411) | > loader_time: 0.0046 (0.0038255445109117753)  --> TIME: 2024-06-11 05:17:51 -- STEP: 174/330 -- GLOBAL_STEP: 195425 | > loss_disc: 2.3659017086029053 (2.327503755174834) | > loss_disc_real_0: 0.0958637222647667 (0.11422182512523114) | > loss_disc_real_1: 0.1938924640417099 (0.19953252041134342) | > loss_disc_real_2: 0.23114599287509918 (0.21434547401022638) | > loss_disc_real_3: 0.21732454001903534 (0.22675369131839138) | > loss_disc_real_4: 0.211191788315773 (0.2242770428801405) | > loss_disc_real_5: 0.21725647151470184 (0.21519156828008848) | > loss_0: 2.3659017086029053 (2.327503755174834) | > grad_norm_0: tensor(21.4663, device='cuda:0') (tensor(20.5013, device='cuda:0')) | > loss_gen: 2.46803617477417 (2.5362861910085557) | > loss_kl: 1.841343879699707 (1.863103318488461) | > loss_feat: 7.653807163238525 (7.278958263068364) | > loss_mel: 18.833799362182617 (18.489095786522174) | > loss_duration: 2.1322293281555176 (2.0479100839845064) | > loss_1: 32.92921829223633 (32.215353614982526) | > grad_norm_1: tensor(207.1237, device='cuda:0') (tensor(237.1512, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3867 (0.3661582099980321) | > loader_time: 0.0043 (0.0039020091637797737)  --> TIME: 2024-06-11 05:18:01 -- STEP: 199/330 -- GLOBAL_STEP: 195450 | > loss_disc: 2.394475221633911 (2.32634989819934) | > loss_disc_real_0: 0.11828064173460007 (0.11357579470130068) | > loss_disc_real_1: 0.20412154495716095 (0.19934469199360316) | > loss_disc_real_2: 0.22684617340564728 (0.21467515916081528) | > loss_disc_real_3: 0.2639869153499603 (0.22663151169542092) | > loss_disc_real_4: 0.274990051984787 (0.22421650888033248) | > loss_disc_real_5: 0.25566843152046204 (0.21532247451382067) | > loss_0: 2.394475221633911 (2.32634989819934) | > grad_norm_0: tensor(11.1809, device='cuda:0') (tensor(21.2353, device='cuda:0')) | > loss_gen: 2.4418983459472656 (2.5479761008641217) | > loss_kl: 1.8075287342071533 (1.8645022490515781) | > loss_feat: 6.495278358459473 (7.315678766624412) | > loss_mel: 17.108245849609375 (18.44772237269723) | > loss_duration: 2.150547981262207 (2.0548058963900213) | > loss_1: 30.003498077392578 (32.230685353878165) | > grad_norm_1: tensor(273.9444, device='cuda:0') (tensor(242.9150, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.3863 (0.37004055329902685) | > loader_time: 0.0049 (0.004031545552776087)  --> TIME: 2024-06-11 05:18:11 -- STEP: 224/330 -- GLOBAL_STEP: 195475 | > loss_disc: 2.3167150020599365 (2.327481976577214) | > loss_disc_real_0: 0.20701143145561218 (0.11439264638881598) | > loss_disc_real_1: 0.18054984509944916 (0.19915416670430983) | > loss_disc_real_2: 0.19729170203208923 (0.21435523418975727) | > loss_disc_real_3: 0.2079295665025711 (0.22682549984061293) | > loss_disc_real_4: 0.22225341200828552 (0.22382847711976087) | > loss_disc_real_5: 0.22598430514335632 (0.2152570661689554) | > loss_0: 2.3167150020599365 (2.327481976577214) | > grad_norm_0: tensor(84.8750, device='cuda:0') (tensor(24.1651, device='cuda:0')) | > loss_gen: 2.6569230556488037 (2.5465196839400694) | > loss_kl: 1.925646424293518 (1.865945225847619) | > loss_feat: 7.35792350769043 (7.30751205767904) | > loss_mel: 18.318754196166992 (18.403105718748918) | > loss_duration: 2.1684141159057617 (2.061175274529625) | > loss_1: 32.42766189575195 (32.18425792455674) | > grad_norm_1: tensor(190.5234, device='cuda:0') (tensor(257.3792, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.391 (0.3740186925445284) | > loader_time: 0.006 (0.00417413775409971)  --> TIME: 2024-06-11 05:18:22 -- STEP: 249/330 -- GLOBAL_STEP: 195500 | > loss_disc: 2.3198177814483643 (2.3276334000399794) | > loss_disc_real_0: 0.0837569534778595 (0.11490532241193166) | > loss_disc_real_1: 0.16569392383098602 (0.19875583148385625) | > loss_disc_real_2: 0.23284870386123657 (0.21445278793453693) | > loss_disc_real_3: 0.25239524245262146 (0.22696986872268968) | > loss_disc_real_4: 0.1927318572998047 (0.22395915828316088) | > loss_disc_real_5: 0.23690444231033325 (0.21500953571145315) | > loss_0: 2.3198177814483643 (2.3276334000399794) | > grad_norm_0: tensor(35.0843, device='cuda:0') (tensor(26.1095, device='cuda:0')) | > loss_gen: 2.5008437633514404 (2.5474357202828646) | > loss_kl: 1.974502682685852 (1.8677049793871532) | > loss_feat: 7.056501388549805 (7.318492895149323) | > loss_mel: 18.388431549072266 (18.37490990267222) | > loss_duration: 2.1403422355651855 (2.0687137497476775) | > loss_1: 32.06061935424805 (32.17725717782018) | > grad_norm_1: tensor(381.5996, device='cuda:0') (tensor(268.7718, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.4258 (0.37901255117362764) | > loader_time: 0.0056 (0.0043104499219411814) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_195500.pth  --> TIME: 2024-06-11 05:18:38 -- STEP: 274/330 -- GLOBAL_STEP: 195525 | > loss_disc: 2.2796969413757324 (2.329527632163389) | > loss_disc_real_0: 0.1201859712600708 (0.1157490865592539) | > loss_disc_real_1: 0.14082075655460358 (0.19923364245978586) | > loss_disc_real_2: 0.2532340884208679 (0.21408808671862542) | > loss_disc_real_3: 0.2243005782365799 (0.22706734117147695) | > loss_disc_real_4: 0.21747080981731415 (0.2241018871865133) | > loss_disc_real_5: 0.1936010867357254 (0.21563760294531384) | > loss_0: 2.2796969413757324 (2.329527632163389) | > grad_norm_0: tensor(25.1230, device='cuda:0') (tensor(26.7296, device='cuda:0')) | > loss_gen: 2.4684085845947266 (2.542352248282328) | > loss_kl: 1.9892371892929077 (1.8721315734577875) | > loss_feat: 7.717229843139648 (7.322514212044486) | > loss_mel: 16.668394088745117 (18.313316359137104) | > loss_duration: 2.1415629386901855 (2.076023468570987) | > loss_1: 30.984832763671875 (32.12633781711552) | > grad_norm_1: tensor(510.0565, device='cuda:0') (tensor(274.8038, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.4506 (0.385450040336943) | > loader_time: 0.0069 (0.004487902578646248)  --> TIME: 2024-06-11 05:18:50 -- STEP: 299/330 -- GLOBAL_STEP: 195550 | > loss_disc: 2.337616443634033 (2.331533707902583) | > loss_disc_real_0: 0.13662195205688477 (0.11647629386505555) | > loss_disc_real_1: 0.2099916934967041 (0.2002011425419396) | > loss_disc_real_2: 0.19869248569011688 (0.2139519214829474) | > loss_disc_real_3: 0.19513016939163208 (0.22696520074155413) | > loss_disc_real_4: 0.19814252853393555 (0.2240047777775538) | > loss_disc_real_5: 0.23576728999614716 (0.2160061143313761) | > loss_0: 2.337616443634033 (2.331533707902583) | > grad_norm_0: tensor(21.3455, device='cuda:0') (tensor(27.1708, device='cuda:0')) | > loss_gen: 2.4145147800445557 (2.5393148465300084) | > loss_kl: 2.048172950744629 (1.8784623672332252) | > loss_feat: 6.6360578536987305 (7.335173908284675) | > loss_mel: 17.48725128173828 (18.267513224113753) | > loss_duration: 2.2484450340270996 (2.085910516040381) | > loss_1: 30.834442138671875 (32.10637478525423) | > grad_norm_1: tensor(82.5944, device='cuda:0') (tensor(282.5500, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.4687 (0.39154319619654004) | > loader_time: 0.0069 (0.004675285473316408)  --> TIME: 2024-06-11 05:19:04 -- STEP: 324/330 -- GLOBAL_STEP: 195575 | > loss_disc: 2.3225035667419434 (2.3370546315923137) | > loss_disc_real_0: 0.1722477674484253 (0.11838609129650357) | > loss_disc_real_1: 0.16196629405021667 (0.20124675609447337) | > loss_disc_real_2: 0.1987496167421341 (0.21383729843813695) | > loss_disc_real_3: 0.21596018970012665 (0.22714980843442453) | > loss_disc_real_4: 0.2934100329875946 (0.22452310159986402) | > loss_disc_real_5: 0.23646990954875946 (0.2161435086142133) | > loss_0: 2.3225035667419434 (2.3370546315923137) | > grad_norm_0: tensor(11.4967, device='cuda:0') (tensor(28.3319, device='cuda:0')) | > loss_gen: 2.437455892562866 (2.5342707148304697) | > loss_kl: 2.091904401779175 (1.886533017511721) | > loss_feat: 9.374568939208984 (7.372288062248701) | > loss_mel: 17.62200355529785 (18.21854365902183) | > loss_duration: 2.2872843742370605 (2.0998555646266466) | > loss_1: 33.81321716308594 (32.111490932511686) | > grad_norm_1: tensor(130.1210, device='cuda:0') (tensor(290.1087, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.6108 (0.4034939813025202) | > loader_time: 0.0095 (0.004943802032941652)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3610644340515137 (2.3610644340515137) | > loss_disc_real_0: 0.08983007073402405 (0.08983007073402405) | > loss_disc_real_1: 0.14830270409584045 (0.14830270409584045) | > loss_disc_real_2: 0.1884879320859909 (0.1884879320859909) | > loss_disc_real_3: 0.2578068673610687 (0.2578068673610687) | > loss_disc_real_4: 0.2680925726890564 (0.2680925726890564) | > loss_disc_real_5: 0.2928283214569092 (0.2928283214569092) | > loss_0: 2.3610644340515137 (2.3610644340515137) | > loss_gen: 2.4623448848724365 (2.4623448848724365) | > loss_kl: 2.739152193069458 (2.739152193069458) | > loss_feat: 6.180696487426758 (6.180696487426758) | > loss_mel: 17.717491149902344 (17.717491149902344) | > loss_duration: 2.76914119720459 (2.76914119720459) | > loss_1: 31.86882781982422 (31.86882781982422)  --> STEP: 1 | > loss_disc: 2.2908763885498047 (2.2908763885498047) | > loss_disc_real_0: 0.03068351373076439 (0.03068351373076439) | > loss_disc_real_1: 0.17709539830684662 (0.17709539830684662) | > loss_disc_real_2: 0.24725022912025452 (0.24725022912025452) | > loss_disc_real_3: 0.2666817307472229 (0.2666817307472229) | > loss_disc_real_4: 0.23588284850120544 (0.23588284850120544) | > loss_disc_real_5: 0.2559037208557129 (0.2559037208557129) | > loss_0: 2.2908763885498047 (2.2908763885498047) | > loss_gen: 2.361259937286377 (2.361259937286377) | > loss_kl: 2.0430712699890137 (2.0430712699890137) | > loss_feat: 6.91487455368042 (6.91487455368042) | > loss_mel: 19.70560646057129 (19.70560646057129) | > loss_duration: 2.3818070888519287 (2.3818070888519287) | > loss_1: 33.4066162109375 (33.4066162109375)  --> STEP: 2 | > loss_disc: 2.2234232425689697 (2.257149815559387) | > loss_disc_real_0: 0.07334684580564499 (0.05201517976820469) | > loss_disc_real_1: 0.24875551462173462 (0.21292545646429062) | > loss_disc_real_2: 0.18724696338176727 (0.2172485962510109) | > loss_disc_real_3: 0.1830866038799286 (0.22488416731357574) | > loss_disc_real_4: 0.18566939234733582 (0.21077612042427063) | > loss_disc_real_5: 0.1337645947933197 (0.1948341578245163) | > loss_0: 2.2234232425689697 (2.257149815559387) | > loss_gen: 2.1144919395446777 (2.2378759384155273) | > loss_kl: 2.4954395294189453 (2.2692553997039795) | > loss_feat: 6.071237087249756 (6.493055820465088) | > loss_mel: 19.78352928161621 (19.74456787109375) | > loss_duration: 2.46267032623291 (2.4222387075424194) | > loss_1: 32.9273681640625 (33.1669921875)  --> STEP: 3 | > loss_disc: 2.0408272743225098 (2.1850423018137612) | > loss_disc_real_0: 0.0695536732673645 (0.05786134426792463) | > loss_disc_real_1: 0.23883405327796936 (0.22156165540218353) | > loss_disc_real_2: 0.16868270933628082 (0.2010599672794342) | > loss_disc_real_3: 0.24369797110557556 (0.23115543524424234) | > loss_disc_real_4: 0.26030945777893066 (0.22728723287582397) | > loss_disc_real_5: 0.2719692289829254 (0.22054584821065268) | > loss_0: 2.0408272743225098 (2.1850423018137612) | > loss_gen: 3.022258996963501 (2.4993369579315186) | > loss_kl: 2.19982647895813 (2.2461124261220298) | > loss_feat: 8.563858032226562 (7.183323224385579) | > loss_mel: 20.056997299194336 (19.848711013793945) | > loss_duration: 2.220338821411133 (2.3549387454986572) | > loss_1: 36.06327819824219 (34.1324208577474)  --> STEP: 4 | > loss_disc: 2.3751940727233887 (2.232580244541168) | > loss_disc_real_0: 0.11122884601354599 (0.07120321970432997) | > loss_disc_real_1: 0.21836191415786743 (0.2207617200911045) | > loss_disc_real_2: 0.24146878719329834 (0.21116217225790024) | > loss_disc_real_3: 0.30455803871154785 (0.24950608611106873) | > loss_disc_real_4: 0.1720045953989029 (0.2134665735065937) | > loss_disc_real_5: 0.17919160425662994 (0.210207287222147) | > loss_0: 2.3751940727233887 (2.232580244541168) | > loss_gen: 2.2703588008880615 (2.4420924186706543) | > loss_kl: 2.812957763671875 (2.387823760509491) | > loss_feat: 7.294946193695068 (7.211228966712952) | > loss_mel: 19.32573127746582 (19.717966079711914) | > loss_duration: 2.2691407203674316 (2.333489239215851) | > loss_1: 33.97313690185547 (34.092599868774414)  --> STEP: 5 | > loss_disc: 2.532881736755371 (2.292640542984009) | > loss_disc_real_0: 0.15373073518276215 (0.0877087228000164) | > loss_disc_real_1: 0.25371137261390686 (0.22735165059566498) | > loss_disc_real_2: 0.24308575689792633 (0.21754688918590545) | > loss_disc_real_3: 0.2785130441188812 (0.25530747771263124) | > loss_disc_real_4: 0.21493327617645264 (0.2137599140405655) | > loss_disc_real_5: 0.21751008927822113 (0.21166784763336183) | > loss_0: 2.532881736755371 (2.292640542984009) | > loss_gen: 2.183990240097046 (2.3904719829559324) | > loss_kl: 2.4688801765441895 (2.404035043716431) | > loss_feat: 4.9121575355529785 (6.751414680480957) | > loss_mel: 19.56881332397461 (19.68813552856445) | > loss_duration: 2.423279285430908 (2.351447248458862) | > loss_1: 31.55712127685547 (33.585504150390626)  --> STEP: 6 | > loss_disc: 2.3952598571777344 (2.3097437620162964) | > loss_disc_real_0: 0.11808844655752182 (0.09277201009293397) | > loss_disc_real_1: 0.19725684821605682 (0.22233585019906363) | > loss_disc_real_2: 0.27924174070358276 (0.22782936443885168) | > loss_disc_real_3: 0.2897956073284149 (0.26105549931526184) | > loss_disc_real_4: 0.2480682134628296 (0.21947796394427618) | > loss_disc_real_5: 0.185843825340271 (0.20736384391784668) | > loss_0: 2.3952598571777344 (2.3097437620162964) | > loss_gen: 2.3980770111083984 (2.3917394876480103) | > loss_kl: 2.4937758445739746 (2.4189918438593545) | > loss_feat: 6.303979873657227 (6.676842212677002) | > loss_mel: 19.991493225097656 (19.73869514465332) | > loss_duration: 2.176271915435791 (2.3222513596216836) | > loss_1: 33.36359786987305 (33.54851977030436)  --> STEP: 7 | > loss_disc: 2.4899210929870605 (2.3354833807264055) | > loss_disc_real_0: 0.2577809691429138 (0.11634471852864538) | > loss_disc_real_1: 0.30548661947250366 (0.23421453152384078) | > loss_disc_real_2: 0.29724442958831787 (0.23774580231734685) | > loss_disc_real_3: 0.2816847264766693 (0.2640025317668915) | > loss_disc_real_4: 0.20043911039829254 (0.21675812772342137) | > loss_disc_real_5: 0.22437827289104462 (0.20979447662830353) | > loss_0: 2.4899210929870605 (2.3354833807264055) | > loss_gen: 2.613572359085083 (2.4234298978533064) | > loss_kl: 3.6699113845825195 (2.5976946353912354) | > loss_feat: 7.11142110824585 (6.73892491204398) | > loss_mel: 19.9475154876709 (19.76852662222726) | > loss_duration: 2.4808692932128906 (2.3449110644204274) | > loss_1: 35.82328796386719 (33.87348665509905)  --> STEP: 8 | > loss_disc: 2.28267765045166 (2.3288826644420624) | > loss_disc_real_0: 0.1320532262325287 (0.11830828199163079) | > loss_disc_real_1: 0.17868919670581818 (0.22727386467158794) | > loss_disc_real_2: 0.2116972655057907 (0.23448973521590233) | > loss_disc_real_3: 0.25096702575683594 (0.26237309351563454) | > loss_disc_real_4: 0.19712397456169128 (0.2143038585782051) | > loss_disc_real_5: 0.27668628096580505 (0.21815595217049122) | > loss_0: 2.28267765045166 (2.3288826644420624) | > loss_gen: 2.5573315620422363 (2.4401676058769226) | > loss_kl: 3.0281307697296143 (2.6514991521835327) | > loss_feat: 8.609722137451172 (6.972774565219879) | > loss_mel: 19.544580459594727 (19.740533351898193) | > loss_duration: 2.183393716812134 (2.324721395969391) | > loss_1: 35.923160552978516 (34.129695892333984)  --> STEP: 9 | > loss_disc: 2.376020669937134 (2.3341202206081815) | > loss_disc_real_0: 0.1314103603363037 (0.11976406847437222) | > loss_disc_real_1: 0.2341410368680954 (0.2280368838045332) | > loss_disc_real_2: 0.28414398431777954 (0.2400068740049998) | > loss_disc_real_3: 0.22336207330226898 (0.2580385357141495) | > loss_disc_real_4: 0.2182942032814026 (0.2147472302118937) | > loss_disc_real_5: 0.23842670023441315 (0.220408257510927) | > loss_0: 2.376020669937134 (2.3341202206081815) | > loss_gen: 2.493513345718384 (2.4460949103037515) | > loss_kl: 2.390777826309204 (2.622530115975274) | > loss_feat: 9.484346389770508 (7.25183810128106) | > loss_mel: 18.873741149902344 (19.644223107231987) | > loss_duration: 2.1633825302124023 (2.3067948553297253) | > loss_1: 35.40576171875 (34.27148098415799)  --> STEP: 10 | > loss_disc: 2.568791389465332 (2.3575873374938965) | > loss_disc_real_0: 0.14088574051856995 (0.121876235678792) | > loss_disc_real_1: 0.2444644272327423 (0.22967963814735412) | > loss_disc_real_2: 0.26927095651626587 (0.2429332822561264) | > loss_disc_real_3: 0.271083801984787 (0.25934306234121324) | > loss_disc_real_4: 0.259297639131546 (0.21920227110385895) | > loss_disc_real_5: 0.2435242384672165 (0.22271985560655594) | > loss_0: 2.568791389465332 (2.3575873374938965) | > loss_gen: 2.3337347507476807 (2.4348588943481446) | > loss_kl: 2.4546523094177246 (2.605742335319519) | > loss_feat: 6.934084415435791 (7.220062732696533) | > loss_mel: 19.611257553100586 (19.640926551818847) | > loss_duration: 2.343975067138672 (2.31051287651062) | > loss_1: 33.677703857421875 (34.212103271484374)  --> STEP: 11 | > loss_disc: 2.255549907684326 (2.3483112075112085) | > loss_disc_real_0: 0.1716466248035431 (0.12640081650831483) | > loss_disc_real_1: 0.21632015705108643 (0.22846513986587524) | > loss_disc_real_2: 0.1971256136894226 (0.2387689487500624) | > loss_disc_real_3: 0.23146668076515198 (0.2568088458342986) | > loss_disc_real_4: 0.20818446576595306 (0.21820065243677658) | > loss_disc_real_5: 0.19088079035282135 (0.2198253951289437) | > loss_0: 2.255549907684326 (2.3483112075112085) | > loss_gen: 2.502739191055298 (2.441029830412431) | > loss_kl: 2.393162488937378 (2.5864168947393242) | > loss_feat: 7.4157490730285645 (7.237852399999445) | > loss_mel: 19.506776809692383 (19.62873112071644) | > loss_duration: 2.4077653884887695 (2.319354013963179) | > loss_1: 34.226192474365234 (34.213384108109906)  --> STEP: 12 | > loss_disc: 2.5432851314544678 (2.36455903450648) | > loss_disc_real_0: 0.0677085667848587 (0.12150979569802682) | > loss_disc_real_1: 0.22456173598766327 (0.2281398562093576) | > loss_disc_real_2: 0.3045883774757385 (0.24425390114386877) | > loss_disc_real_3: 0.29044023156166077 (0.25961146131157875) | > loss_disc_real_4: 0.2706485986709595 (0.2225713146229585) | > loss_disc_real_5: 0.27944663166999817 (0.2247938315073649) | > loss_0: 2.5432851314544678 (2.36455903450648) | > loss_gen: 2.2741918563842773 (2.427126665910085) | > loss_kl: 2.370011329650879 (2.5683830976486206) | > loss_feat: 5.662359237670898 (7.106561303138733) | > loss_mel: 17.67723846435547 (19.46610673268636) | > loss_duration: 2.2415361404418945 (2.3128691911697388) | > loss_1: 30.225337982177734 (33.88104693094889)  --> STEP: 13 | > loss_disc: 2.3937511444091797 (2.3668045814220724) | > loss_disc_real_0: 0.1013612151145935 (0.11995990488391656) | > loss_disc_real_1: 0.2609119415283203 (0.2306607858492778) | > loss_disc_real_2: 0.1949855238199234 (0.24046402596510374) | > loss_disc_real_3: 0.288446307182312 (0.2618295263785582) | > loss_disc_real_4: 0.22199010848999023 (0.22252660645888403) | > loss_disc_real_5: 0.24505840241909027 (0.2263526446544207) | > loss_0: 2.3937511444091797 (2.3668045814220724) | > loss_gen: 2.2966012954711914 (2.417086252799401) | > loss_kl: 2.350928544998169 (2.5516558243678165) | > loss_feat: 4.979951858520508 (6.942975961245024) | > loss_mel: 17.93305206298828 (19.348179450401894) | > loss_duration: 2.1743199825286865 (2.3022115597358117) | > loss_1: 29.734851837158203 (33.56210884681115)  --> STEP: 14 | > loss_disc: 2.329878568649292 (2.3641670090811595) | > loss_disc_real_0: 0.09299300611019135 (0.11803369782865047) | > loss_disc_real_1: 0.2185877561569214 (0.22979842658553803) | > loss_disc_real_2: 0.2611035108566284 (0.24193827488592692) | > loss_disc_real_3: 0.2407979816198349 (0.26032727318150656) | > loss_disc_real_4: 0.2205907702445984 (0.2223883324435779) | > loss_disc_real_5: 0.20587901771068573 (0.2248902427298682) | > loss_0: 2.329878568649292 (2.3641670090811595) | > loss_gen: 2.4767560958862305 (2.4213483844484602) | > loss_kl: 2.5769641399383545 (2.5534635611942837) | > loss_feat: 8.639103889465332 (7.064127956117902) | > loss_mel: 19.699726104736328 (19.373289925711497) | > loss_duration: 2.3158111572265625 (2.3031829595565796) | > loss_1: 35.7083625793457 (33.71541268484933)  --> STEP: 15 | > loss_disc: 2.504183292388916 (2.373501427968343) | > loss_disc_real_0: 0.2014460563659668 (0.12359452173113823) | > loss_disc_real_1: 0.3084682524204254 (0.2350430816411972) | > loss_disc_real_2: 0.24717533588409424 (0.24228741228580475) | > loss_disc_real_3: 0.2761792540550232 (0.26138407190640767) | > loss_disc_real_4: 0.21377523243427277 (0.2218141257762909) | > loss_disc_real_5: 0.2060847133398056 (0.2236365407705307) | > loss_0: 2.504183292388916 (2.373501427968343) | > loss_gen: 2.5228164196014404 (2.4281129201253253) | > loss_kl: 2.9405288696289062 (2.579267915089925) | > loss_feat: 6.639837265014648 (7.035841910044352) | > loss_mel: 19.532499313354492 (19.383903884887694) | > loss_duration: 2.3106462955474854 (2.3036805152893067) | > loss_1: 33.946327209472656 (33.73080698649089)  --> STEP: 16 | > loss_disc: 2.715137243270874 (2.3948536664247513) | > loss_disc_real_0: 0.11142927408218384 (0.12283419375307858) | > loss_disc_real_1: 0.34227731823921204 (0.24174522142857313) | > loss_disc_real_2: 0.15283407270908356 (0.23669657856225967) | > loss_disc_real_3: 0.22528666257858276 (0.2591279838234186) | > loss_disc_real_4: 0.19645154476165771 (0.22022896446287632) | > loss_disc_real_5: 0.2963980436325073 (0.22818413469940424) | > loss_0: 2.715137243270874 (2.3948536664247513) | > loss_gen: 1.8848621845245361 (2.394159749150276) | > loss_kl: 2.6813313961029053 (2.5856468826532364) | > loss_feat: 3.675424575805664 (6.825815826654434) | > loss_mel: 13.131706237792969 (18.993141531944275) | > loss_duration: 2.2627906799316406 (2.3011249005794525) | > loss_1: 23.63611602783203 (33.09988880157471)  --> STEP: 17 | > loss_disc: 2.63455867767334 (2.4089539612040802) | > loss_disc_real_0: 0.17615395784378052 (0.12597065046429634) | > loss_disc_real_1: 0.30093955993652344 (0.2452272413408055) | > loss_disc_real_2: 0.3158176839351654 (0.24135076123125412) | > loss_disc_real_3: 0.3178386986255646 (0.2625815552823684) | > loss_disc_real_4: 0.27810800075531006 (0.22363361365654888) | > loss_disc_real_5: 0.28450122475624084 (0.23149690470274756) | > loss_0: 2.63455867767334 (2.4089539612040802) | > loss_gen: 2.451199769973755 (2.3975150444928337) | > loss_kl: 2.5764238834381104 (2.5851043532876408) | > loss_feat: 4.840243816375732 (6.709017473108628) | > loss_mel: 17.457420349121094 (18.902804991778204) | > loss_duration: 2.3634543418884277 (2.30479133830351) | > loss_1: 29.688743591308594 (32.89923320097082)  --> STEP: 18 | > loss_disc: 2.3555190563201904 (2.4059853553771973) | > loss_disc_real_0: 0.14929898083209991 (0.1272666688180632) | > loss_disc_real_1: 0.21403765678405762 (0.24349448664320839) | > loss_disc_real_2: 0.20781753957271576 (0.23948780447244644) | > loss_disc_real_3: 0.20582319796085358 (0.2594283132089509) | > loss_disc_real_4: 0.2076331079006195 (0.22274469667010838) | > loss_disc_real_5: 0.21018707752227783 (0.2303130254149437) | > loss_0: 2.3555190563201904 (2.4059853553771973) | > loss_gen: 2.416781425476074 (2.398585398991903) | > loss_kl: 2.476487398147583 (2.579070078002082) | > loss_feat: 9.508286476135254 (6.864532417721218) | > loss_mel: 20.92514991760254 (19.015157487657333) | > loss_duration: 2.2808563709259033 (2.303461617893643) | > loss_1: 37.60756301879883 (33.160807079739044)  --> STEP: 19 | > loss_disc: 2.6821835041046143 (2.4205221000470614) | > loss_disc_real_0: 0.13162650167942047 (0.12749613370550306) | > loss_disc_real_1: 0.34913143515586853 (0.24905432603861155) | > loss_disc_real_2: 0.3246326148509979 (0.2439691102818439) | > loss_disc_real_3: 0.26884910464286804 (0.2599241443370518) | > loss_disc_real_4: 0.2597365379333496 (0.22469163568396316) | > loss_disc_real_5: 0.2228863537311554 (0.2299221479579022) | > loss_0: 2.6821835041046143 (2.4205221000470614) | > loss_gen: 2.3610081672668457 (2.396607649953742) | > loss_kl: 1.5371034145355225 (2.524229727293316) | > loss_feat: 6.536057949066162 (6.847244287792005) | > loss_mel: 19.27720069885254 (19.028949235614977) | > loss_duration: 2.278130054473877 (2.302128377713655) | > loss_1: 31.989498138427734 (33.099159240722656)  --> STEP: 20 | > loss_disc: 2.5976407527923584 (2.429378032684326) | > loss_disc_real_0: 0.1138247698545456 (0.1268125655129552) | > loss_disc_real_1: 0.24202239513397217 (0.2487027294933796) | > loss_disc_real_2: 0.24901854991912842 (0.2442215822637081) | > loss_disc_real_3: 0.2498517781496048 (0.25942052602767945) | > loss_disc_real_4: 0.22525690495967865 (0.22471989914774895) | > loss_disc_real_5: 0.2611372470855713 (0.23148290291428567) | > loss_0: 2.5976407527923584 (2.429378032684326) | > loss_gen: 2.118187189102173 (2.3826866269111635) | > loss_kl: 2.318713665008545 (2.513953924179077) | > loss_feat: 5.288424491882324 (6.769303297996521) | > loss_mel: 16.17428970336914 (18.886216259002687) | > loss_duration: 2.3369035720825195 (2.3038671374320985) | > loss_1: 28.23651885986328 (32.85602722167969)  --> STEP: 21 | > loss_disc: 2.493004083633423 (2.432407844634283) | > loss_disc_real_0: 0.13340812921524048 (0.12712663997496879) | > loss_disc_real_1: 0.27691179513931274 (0.25004601833366213) | > loss_disc_real_2: 0.31406277418136597 (0.2475473533074061) | > loss_disc_real_3: 0.2637324333190918 (0.2596258549463181) | > loss_disc_real_4: 0.2558690905570984 (0.22620319397676558) | > loss_disc_real_5: 0.202097550034523 (0.23008360039620174) | > loss_0: 2.493004083633423 (2.432407844634283) | > loss_gen: 2.406627655029297 (2.3838266758691695) | > loss_kl: 2.2818286418914795 (2.502900339308239) | > loss_feat: 5.225192070007324 (6.695774191901798) | > loss_mel: 17.106151580810547 (18.80145127432687) | > loss_duration: 2.1562936305999756 (2.2968398275829496) | > loss_1: 29.17609405517578 (32.68079230898903)  --> STEP: 22 | > loss_disc: 2.5931501388549805 (2.4397143125534053) | > loss_disc_real_0: 0.13300871849060059 (0.12739400718022478) | > loss_disc_real_1: 0.4087858498096466 (0.25726146521893417) | > loss_disc_real_2: 0.2689637243747711 (0.24852082471955905) | > loss_disc_real_3: 0.25823724269866943 (0.25956273620778864) | > loss_disc_real_4: 0.2640087604522705 (0.22792162881656128) | > loss_disc_real_5: 0.20981428027153015 (0.22916226766326211) | > loss_0: 2.5931501388549805 (2.4397143125534053) | > loss_gen: 2.5055129528045654 (2.389357870275324) | > loss_kl: 2.402924060821533 (2.4983559630133887) | > loss_feat: 7.048275947570801 (6.711796998977661) | > loss_mel: 19.13050079345703 (18.81640807065097) | > loss_duration: 2.1715023517608643 (2.2911426695910366) | > loss_1: 33.25871658325195 (32.7070615941828)  --> STEP: 23 | > loss_disc: 2.2726261615753174 (2.432449610336967) | > loss_disc_real_0: 0.07280988991260529 (0.1250207846903283) | > loss_disc_real_1: 0.22740311920642853 (0.2559632762618687) | > loss_disc_real_2: 0.23173607885837555 (0.24779105316037717) | > loss_disc_real_3: 0.275031715631485 (0.26023530053055804) | > loss_disc_real_4: 0.21029320359230042 (0.22715517554594122) | > loss_disc_real_5: 0.21536885201931 (0.22856255393961203) | > loss_0: 2.2726261615753174 (2.432449610336967) | > loss_gen: 2.4201197624206543 (2.3906953438468603) | > loss_kl: 2.6973626613616943 (2.5070084281589673) | > loss_feat: 6.332101821899414 (6.695288513017737) | > loss_mel: 15.271649360656738 (18.662288126738176) | > loss_duration: 2.2986364364624023 (2.291468485541966) | > loss_1: 29.01987075805664 (32.54674894913383)  --> STEP: 24 | > loss_disc: 2.2019753456115723 (2.4228465159734087) | > loss_disc_real_0: 0.07769990712404251 (0.12304908145839971) | > loss_disc_real_1: 0.2742481529712677 (0.25672514612476033) | > loss_disc_real_2: 0.2928442358970642 (0.24966826910773912) | > loss_disc_real_3: 0.22119003534317017 (0.25860841448108357) | > loss_disc_real_4: 0.23961429297924042 (0.22767430543899536) | > loss_disc_real_5: 0.26878610253334045 (0.23023853513101736) | > loss_0: 2.2019753456115723 (2.4228465159734087) | > loss_gen: 2.892031192779541 (2.4115843375523887) | > loss_kl: 2.611830949783325 (2.511376033226649) | > loss_feat: 6.658684253692627 (6.6937633355458575) | > loss_mel: 19.884199142456055 (18.71320108572642) | > loss_duration: 2.3617031574249268 (2.294394930203756) | > loss_1: 34.408447265625 (32.62431971232096)  --> STEP: 25 | > loss_disc: 2.544790267944336 (2.427724266052246) | > loss_disc_real_0: 0.12559516727924347 (0.12315092489123346) | > loss_disc_real_1: 0.3008456230163574 (0.2584899652004242) | > loss_disc_real_2: 0.2518146336078644 (0.24975412368774413) | > loss_disc_real_3: 0.23649859428405762 (0.2577240216732025) | > loss_disc_real_4: 0.22967326641082764 (0.22775426387786865) | > loss_disc_real_5: 0.1713121384382248 (0.22788147926330565) | > loss_0: 2.544790267944336 (2.427724266052246) | > loss_gen: 2.1661548614501953 (2.4017671585083007) | > loss_kl: 2.1661324501037598 (2.4975662899017332) | > loss_feat: 6.07649040222168 (6.669072418212891) | > loss_mel: 13.815363883972168 (18.51728759765625) | > loss_duration: 2.2960638999938965 (2.2944616889953613) | > loss_1: 26.520206451416016 (32.38015518188477)  --> STEP: 26 | > loss_disc: 2.414407253265381 (2.4272120732527513) | > loss_disc_real_0: 0.14900080859661102 (0.12414515118759414) | > loss_disc_real_1: 0.10339559614658356 (0.2525247971598919) | > loss_disc_real_2: 0.290691614151001 (0.25132864255171555) | > loss_disc_real_3: 0.23900467157363892 (0.25700404666937315) | > loss_disc_real_4: 0.12085320800542831 (0.22364268480585173) | > loss_disc_real_5: 0.2197350114583969 (0.2275681535785015) | > loss_0: 2.414407253265381 (2.4272120732527513) | > loss_gen: 2.165276527404785 (2.392671365004319) | > loss_kl: 2.6839592456817627 (2.5047352497394266) | > loss_feat: 12.69832992553711 (6.900966937725361) | > loss_mel: 20.602807998657227 (18.59749992077167) | > loss_duration: 2.32161021232605 (2.295505862969619) | > loss_1: 40.471981048583984 (32.69137925368089) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024746106221125675 (-1.8587479224571515e-05) | > avg_loss_disc: 2.4272120732527513 (+0.03999624344018837) | > avg_loss_disc_real_0: 0.12414515118759414 (-0.0023381998046085872) | > avg_loss_disc_real_1: 0.2525247971598919 (+0.023955066616718618) | > avg_loss_disc_real_2: 0.25132864255171555 (+0.0339845072191495) | > avg_loss_disc_real_3: 0.25700404666937315 (+0.027544064733844548) | > avg_loss_disc_real_4: 0.22364268480585173 (-0.027046954115995975) | > avg_loss_disc_real_5: 0.2275681535785015 (+0.0095811182489762) | > avg_loss_0: 2.4272120732527513 (+0.03999624344018837) | > avg_loss_gen: 2.392671365004319 (-0.0768923300963178) | > avg_loss_kl: 2.5047352497394266 (-0.06299431507404041) | > avg_loss_feat: 6.900966937725361 (-0.7590200534233675) | > avg_loss_mel: 18.59749992077167 (-0.16838844005878073) | > avg_loss_duration: 2.295505862969619 (+0.010011452894944206) | > avg_loss_1: 32.69137925368089 (-1.0572836949274986)  > EPOCH: 326/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:19:27)   --> TIME: 2024-06-11 05:19:35 -- STEP: 19/330 -- GLOBAL_STEP: 195600 | > loss_disc: 2.3721601963043213 (2.33219744029798) | > loss_disc_real_0: 0.10733985900878906 (0.10726268903205269) | > loss_disc_real_1: 0.1793261617422104 (0.20582804554387144) | > loss_disc_real_2: 0.1916927546262741 (0.21177052667266444) | > loss_disc_real_3: 0.21075259149074554 (0.2286259579031091) | > loss_disc_real_4: 0.20116767287254333 (0.22632507274025365) | > loss_disc_real_5: 0.2126491665840149 (0.21931229923900805) | > loss_0: 2.3721601963043213 (2.33219744029798) | > grad_norm_0: tensor(7.6449, device='cuda:0') (tensor(8.5874, device='cuda:0')) | > loss_gen: 2.52872633934021 (2.5222415924072266) | > loss_kl: 1.8480846881866455 (1.8705308625572605) | > loss_feat: 7.293685436248779 (6.94106764542429) | > loss_mel: 18.316471099853516 (18.723047156082956) | > loss_duration: 2.0460710525512695 (2.135511743394952) | > loss_1: 32.03303909301758 (32.19239957709061) | > grad_norm_1: tensor(185.0737, device='cuda:0') (tensor(124.4358, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.361 (0.3603640355561909) | > loader_time: 0.0031 (0.0032478382712916322)  --> TIME: 2024-06-11 05:19:44 -- STEP: 44/330 -- GLOBAL_STEP: 195625 | > loss_disc: 2.4146461486816406 (2.3080932118675923) | > loss_disc_real_0: 0.0923495888710022 (0.10873596471819011) | > loss_disc_real_1: 0.17879103124141693 (0.20101355117830363) | > loss_disc_real_2: 0.20939913392066956 (0.21189144152131947) | > loss_disc_real_3: 0.2236909717321396 (0.2226049740883437) | > loss_disc_real_4: 0.22063001990318298 (0.22270610285076228) | > loss_disc_real_5: 0.21676504611968994 (0.21595725349404596) | > loss_0: 2.4146461486816406 (2.3080932118675923) | > grad_norm_0: tensor(13.9388, device='cuda:0') (tensor(9.4597, device='cuda:0')) | > loss_gen: 2.4638373851776123 (2.5343743291768157) | > loss_kl: 2.0098228454589844 (1.8647421842271632) | > loss_feat: 7.331445693969727 (7.137370293790644) | > loss_mel: 19.137168884277344 (18.648229252208367) | > loss_duration: 1.9636311531066895 (2.0721664374524895) | > loss_1: 32.905906677246094 (32.256882840936825) | > grad_norm_1: tensor(174.6045, device='cuda:0') (tensor(133.5926, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3516 (0.36110324751247047) | > loader_time: 0.0033 (0.003415931354869496)  --> TIME: 2024-06-11 05:19:53 -- STEP: 69/330 -- GLOBAL_STEP: 195650 | > loss_disc: 2.3854501247406006 (2.3184324416561397) | > loss_disc_real_0: 0.1116182804107666 (0.11162443388847337) | > loss_disc_real_1: 0.1835971176624298 (0.19987272697946298) | > loss_disc_real_2: 0.23108074069023132 (0.2136123858500218) | > loss_disc_real_3: 0.22388698160648346 (0.22529333484345587) | > loss_disc_real_4: 0.22528161108493805 (0.22186500719491986) | > loss_disc_real_5: 0.1940927654504776 (0.21394440726093625) | > loss_0: 2.3854501247406006 (2.3184324416561397) | > grad_norm_0: tensor(36.4570, device='cuda:0') (tensor(11.9513, device='cuda:0')) | > loss_gen: 2.5975637435913086 (2.5307996445807857) | > loss_kl: 1.939650535583496 (1.8714867536572442) | > loss_feat: 7.021823406219482 (7.185630404430887) | > loss_mel: 17.725229263305664 (18.621950840604484) | > loss_duration: 1.9934945106506348 (2.0510556766952304) | > loss_1: 31.277761459350586 (32.260923523833775) | > grad_norm_1: tensor(404.2101, device='cuda:0') (tensor(151.1119, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3489 (0.3613748170327448) | > loader_time: 0.0038 (0.003503212030383124)  --> TIME: 2024-06-11 05:20:03 -- STEP: 94/330 -- GLOBAL_STEP: 195675 | > loss_disc: 2.285693645477295 (2.322770641205158) | > loss_disc_real_0: 0.15063071250915527 (0.11180528399950647) | > loss_disc_real_1: 0.19579409062862396 (0.20015298939765763) | > loss_disc_real_2: 0.2211771309375763 (0.2150445006629254) | > loss_disc_real_3: 0.2256363481283188 (0.22559719199829914) | > loss_disc_real_4: 0.19583605229854584 (0.22413765654918996) | > loss_disc_real_5: 0.19385649263858795 (0.2145837462962942) | > loss_0: 2.285693645477295 (2.322770641205158) | > grad_norm_0: tensor(30.1736, device='cuda:0') (tensor(13.8122, device='cuda:0')) | > loss_gen: 2.5631351470947266 (2.5276235773208295) | > loss_kl: 2.0457916259765625 (1.8836060166358948) | > loss_feat: 7.100622653961182 (7.1856069463364625) | > loss_mel: 18.735191345214844 (18.548691384335783) | > loss_duration: 2.0623409748077393 (2.043384581170184) | > loss_1: 32.507080078125 (32.18891251340825) | > grad_norm_1: tensor(249.2264, device='cuda:0') (tensor(169.1961, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3741 (0.3629748973440615) | > loader_time: 0.0038 (0.0036266078340246324)  --> TIME: 2024-06-11 05:20:12 -- STEP: 119/330 -- GLOBAL_STEP: 195700 | > loss_disc: 2.3682074546813965 (2.3241531969118516) | > loss_disc_real_0: 0.08751648664474487 (0.11193897039825175) | > loss_disc_real_1: 0.21668846905231476 (0.19991300611936744) | > loss_disc_real_2: 0.2570684552192688 (0.2149473436239387) | > loss_disc_real_3: 0.24894185364246368 (0.22599564843318043) | > loss_disc_real_4: 0.24474869668483734 (0.22333978341908015) | > loss_disc_real_5: 0.24806341528892517 (0.21478561343265182) | > loss_0: 2.3682074546813965 (2.3241531969118516) | > grad_norm_0: tensor(17.2116, device='cuda:0') (tensor(16.4739, device='cuda:0')) | > loss_gen: 2.5013654232025146 (2.5330144076788126) | > loss_kl: 1.8315000534057617 (1.8840881215424097) | > loss_feat: 7.036242485046387 (7.237531121037588) | > loss_mel: 18.93970489501953 (18.549716532731253) | > loss_duration: 2.026754856109619 (2.041851511522501) | > loss_1: 32.335567474365234 (32.24620168349321) | > grad_norm_1: tensor(239.8356, device='cuda:0') (tensor(203.4897, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3631 (0.3637628154594356) | > loader_time: 0.004 (0.0037030312193541966)  --> TIME: 2024-06-11 05:20:22 -- STEP: 144/330 -- GLOBAL_STEP: 195725 | > loss_disc: 2.376040458679199 (2.3236701405710645) | > loss_disc_real_0: 0.09601907432079315 (0.111672649703299) | > loss_disc_real_1: 0.19387054443359375 (0.19876022171229116) | > loss_disc_real_2: 0.21991409361362457 (0.21484377576659122) | > loss_disc_real_3: 0.23349086940288544 (0.22712831209517187) | > loss_disc_real_4: 0.24371838569641113 (0.2236700626090169) | > loss_disc_real_5: 0.24227581918239594 (0.21544410071025294) | > loss_0: 2.376040458679199 (2.3236701405710645) | > grad_norm_0: tensor(7.1260, device='cuda:0') (tensor(18.4965, device='cuda:0')) | > loss_gen: 2.5300981998443604 (2.5346712668736777) | > loss_kl: 1.9211070537567139 (1.8826155041654904) | > loss_feat: 7.236985206604004 (7.240165458785163) | > loss_mel: 18.475767135620117 (18.525492125087315) | > loss_duration: 2.0211329460144043 (2.0449148043990135) | > loss_1: 32.185089111328125 (32.22785909970601) | > grad_norm_1: tensor(379.1480, device='cuda:0') (tensor(221.1254, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3694 (0.3652489135662713) | > loader_time: 0.0042 (0.0038403520981470742)  --> TIME: 2024-06-11 05:20:31 -- STEP: 169/330 -- GLOBAL_STEP: 195750 | > loss_disc: 2.2499518394470215 (2.3222401480702968) | > loss_disc_real_0: 0.07747259736061096 (0.11273561124882754) | > loss_disc_real_1: 0.1936654895544052 (0.1986902132189485) | > loss_disc_real_2: 0.2168678641319275 (0.2150179264108105) | > loss_disc_real_3: 0.19711259007453918 (0.2263001132998946) | > loss_disc_real_4: 0.20643876492977142 (0.22329938067839697) | > loss_disc_real_5: 0.19051453471183777 (0.21489724305254468) | > loss_0: 2.2499518394470215 (2.3222401480702968) | > grad_norm_0: tensor(18.8315, device='cuda:0') (tensor(20.1272, device='cuda:0')) | > loss_gen: 2.5753345489501953 (2.5343195023621328) | > loss_kl: 1.9589399099349976 (1.8810659287243905) | > loss_feat: 7.791675090789795 (7.262142756986901) | > loss_mel: 18.943309783935547 (18.51949038308048) | > loss_duration: 2.084040880203247 (2.0487002275399195) | > loss_1: 33.35329818725586 (32.24571876977321) | > grad_norm_1: tensor(200.3466, device='cuda:0') (tensor(234.7465, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3844 (0.3675587515859207) | > loader_time: 0.0047 (0.003954043755164513)  --> TIME: 2024-06-11 05:20:41 -- STEP: 194/330 -- GLOBAL_STEP: 195775 | > loss_disc: 2.3222692012786865 (2.3241088820486966) | > loss_disc_real_0: 0.1411442905664444 (0.11397330896909703) | > loss_disc_real_1: 0.1602385938167572 (0.19896013689102582) | > loss_disc_real_2: 0.20263274013996124 (0.2149004382417374) | > loss_disc_real_3: 0.2114672213792801 (0.22638079116946644) | > loss_disc_real_4: 0.21934187412261963 (0.22364312948025378) | > loss_disc_real_5: 0.211194708943367 (0.2155584982529129) | > loss_0: 2.3222692012786865 (2.3241088820486966) | > grad_norm_0: tensor(13.4531, device='cuda:0') (tensor(22.0386, device='cuda:0')) | > loss_gen: 2.4602339267730713 (2.5352828637840816) | > loss_kl: 1.9328912496566772 (1.8814806157780677) | > loss_feat: 7.27459716796875 (7.25956528702962) | > loss_mel: 18.285322189331055 (18.48135790874048) | > loss_duration: 2.0700583457946777 (2.0546488165855394) | > loss_1: 32.023101806640625 (32.21233545873582) | > grad_norm_1: tensor(230.7056, device='cuda:0') (tensor(247.5257, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.4012 (0.37019654401798824) | > loader_time: 0.0048 (0.0040614371447219065)  --> TIME: 2024-06-11 05:20:52 -- STEP: 219/330 -- GLOBAL_STEP: 195800 | > loss_disc: 2.3449859619140625 (2.323594110741465) | > loss_disc_real_0: 0.15646204352378845 (0.11466119377172157) | > loss_disc_real_1: 0.1950146108865738 (0.19933694784771902) | > loss_disc_real_2: 0.21726320683956146 (0.2142403872181836) | > loss_disc_real_3: 0.2507020831108093 (0.2262752047276388) | > loss_disc_real_4: 0.25265613198280334 (0.22349700147974982) | > loss_disc_real_5: 0.21017642319202423 (0.21559137663884795) | > loss_0: 2.3449859619140625 (2.323594110741465) | > grad_norm_0: tensor(66.3309, device='cuda:0') (tensor(24.5986, device='cuda:0')) | > loss_gen: 2.387831926345825 (2.538586849491345) | > loss_kl: 1.9654793739318848 (1.8848639296614416) | > loss_feat: 7.805570602416992 (7.257801338962224) | > loss_mel: 18.662878036499023 (18.44492131934317) | > loss_duration: 2.1038284301757812 (2.061167921105473) | > loss_1: 32.92559051513672 (32.18734135039865) | > grad_norm_1: tensor(485.6024, device='cuda:0') (tensor(260.1974, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.3954 (0.37325712970402675) | > loader_time: 0.0052 (0.0041729718038480594)  --> TIME: 2024-06-11 05:21:02 -- STEP: 244/330 -- GLOBAL_STEP: 195825 | > loss_disc: 2.4022648334503174 (2.324937679728525) | > loss_disc_real_0: 0.10245667397975922 (0.11464658935294776) | > loss_disc_real_1: 0.23299042880535126 (0.19925791019054706) | > loss_disc_real_2: 0.20119671523571014 (0.21362911922032715) | > loss_disc_real_3: 0.22708912193775177 (0.22653463116434755) | > loss_disc_real_4: 0.24138286709785461 (0.2235086121153636) | > loss_disc_real_5: 0.204679936170578 (0.21606523311529002) | > loss_0: 2.4022648334503174 (2.324937679728525) | > grad_norm_0: tensor(15.2609, device='cuda:0') (tensor(25.1277, device='cuda:0')) | > loss_gen: 2.462038040161133 (2.5358186413030146) | > loss_kl: 1.7117865085601807 (1.8830785580345841) | > loss_feat: 6.917037487030029 (7.255177267262193) | > loss_mel: 17.6372127532959 (18.396909361979986) | > loss_duration: 2.0722780227661133 (2.0689137084562224) | > loss_1: 30.80035400390625 (32.13989756537265) | > grad_norm_1: tensor(364.7110, device='cuda:0') (tensor(272.3844, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.4212 (0.37707610697042737) | > loader_time: 0.006 (0.0043199541138820964)  --> TIME: 2024-06-11 05:21:13 -- STEP: 269/330 -- GLOBAL_STEP: 195850 | > loss_disc: 2.3128044605255127 (2.3254692483568733) | > loss_disc_real_0: 0.07480286061763763 (0.11499463622787184) | > loss_disc_real_1: 0.2057504951953888 (0.19901431964010996) | > loss_disc_real_2: 0.19588539004325867 (0.21393454628806136) | > loss_disc_real_3: 0.20597749948501587 (0.2267980485268242) | > loss_disc_real_4: 0.21790938079357147 (0.22390064580511426) | > loss_disc_real_5: 0.18616870045661926 (0.21619444775315466) | > loss_0: 2.3128044605255127 (2.3254692483568733) | > grad_norm_0: tensor(22.3897, device='cuda:0') (tensor(25.5333, device='cuda:0')) | > loss_gen: 2.487455368041992 (2.536291328061468) | > loss_kl: 1.9126862287521362 (1.882686238749763) | > loss_feat: 7.360906600952148 (7.292288780212403) | > loss_mel: 17.807085037231445 (18.358683334407296) | > loss_duration: 2.16251277923584 (2.0759569167204464) | > loss_1: 31.73064422607422 (32.14590659726508) | > grad_norm_1: tensor(359.8137, device='cuda:0') (tensor(278.4413, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.4321 (0.3816129744717622) | > loader_time: 0.0069 (0.0044913726225218375)  --> TIME: 2024-06-11 05:21:25 -- STEP: 294/330 -- GLOBAL_STEP: 195875 | > loss_disc: 2.316018581390381 (2.3309433525111407) | > loss_disc_real_0: 0.13369889557361603 (0.1162671696420024) | > loss_disc_real_1: 0.1878008097410202 (0.20004728857149073) | > loss_disc_real_2: 0.21552258729934692 (0.21405649849143968) | > loss_disc_real_3: 0.2378828227519989 (0.22649973691726216) | > loss_disc_real_4: 0.2099449634552002 (0.22386616199803194) | > loss_disc_real_5: 0.22940027713775635 (0.2164016059365403) | > loss_0: 2.316018581390381 (2.3309433525111407) | > grad_norm_0: tensor(20.1918, device='cuda:0') (tensor(26.7265, device='cuda:0')) | > loss_gen: 2.5644283294677734 (2.5314200743526016) | > loss_kl: 2.0015475749969482 (1.883594626066636) | > loss_feat: 7.6618523597717285 (7.292207909279129) | > loss_mel: 18.106172561645508 (18.299247527609058) | > loss_duration: 2.2092905044555664 (2.0849997190391094) | > loss_1: 32.54329299926758 (32.09146986851075) | > grad_norm_1: tensor(131.2467, device='cuda:0') (tensor(289.3799, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.4582 (0.3881892128055597) | > loader_time: 0.0072 (0.004692174139476959)  --> TIME: 2024-06-11 05:21:38 -- STEP: 319/330 -- GLOBAL_STEP: 195900 | > loss_disc: 2.461085796356201 (2.331900776740526) | > loss_disc_real_0: 0.22057564556598663 (0.11782970818979986) | > loss_disc_real_1: 0.19282805919647217 (0.20020873863308414) | > loss_disc_real_2: 0.21222271025180817 (0.21443140469374705) | > loss_disc_real_3: 0.23774634301662445 (0.22671931865260145) | > loss_disc_real_4: 0.2739008367061615 (0.22387822794503184) | > loss_disc_real_5: 0.23607367277145386 (0.21626481133568629) | > loss_0: 2.461085796356201 (2.331900776740526) | > grad_norm_0: tensor(68.9486, device='cuda:0') (tensor(28.6415, device='cuda:0')) | > loss_gen: 2.3559930324554443 (2.5359121370465036) | > loss_kl: 1.9660781621932983 (1.8855189028952188) | > loss_feat: 7.254352569580078 (7.333075874651487) | > loss_mel: 18.10407829284668 (18.271860589054302) | > loss_duration: 2.258948802947998 (2.0981164677389703) | > loss_1: 31.939451217651367 (32.124483999413734) | > grad_norm_1: tensor(343.3088, device='cuda:0') (tensor(302.9331, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.5784 (0.39918228675579187) | > loader_time: 0.0084 (0.004938121125989575)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.279107093811035 (2.279107093811035) | > loss_disc_real_0: 0.08656857907772064 (0.08656857907772064) | > loss_disc_real_1: 0.21300511062145233 (0.21300511062145233) | > loss_disc_real_2: 0.17283739149570465 (0.17283739149570465) | > loss_disc_real_3: 0.2136276215314865 (0.2136276215314865) | > loss_disc_real_4: 0.1842290312051773 (0.1842290312051773) | > loss_disc_real_5: 0.18887202441692352 (0.18887202441692352) | > loss_0: 2.279107093811035 (2.279107093811035) | > loss_gen: 2.386627197265625 (2.386627197265625) | > loss_kl: 1.7697649002075195 (1.7697649002075195) | > loss_feat: 7.056558609008789 (7.056558609008789) | > loss_mel: 18.481571197509766 (18.481571197509766) | > loss_duration: 2.7435097694396973 (2.7435097694396973) | > loss_1: 32.43803405761719 (32.43803405761719)  --> STEP: 1 | > loss_disc: 2.6090729236602783 (2.6090729236602783) | > loss_disc_real_0: 0.08385410904884338 (0.08385410904884338) | > loss_disc_real_1: 0.18570077419281006 (0.18570077419281006) | > loss_disc_real_2: 0.17060986161231995 (0.17060986161231995) | > loss_disc_real_3: 0.3565157353878021 (0.3565157353878021) | > loss_disc_real_4: 0.3291577100753784 (0.3291577100753784) | > loss_disc_real_5: 0.31946831941604614 (0.31946831941604614) | > loss_0: 2.6090729236602783 (2.6090729236602783) | > loss_gen: 2.2972750663757324 (2.2972750663757324) | > loss_kl: 1.8724720478057861 (1.8724720478057861) | > loss_feat: 6.506579875946045 (6.506579875946045) | > loss_mel: 19.785327911376953 (19.785327911376953) | > loss_duration: 2.4150094985961914 (2.4150094985961914) | > loss_1: 32.87666320800781 (32.87666320800781)  --> STEP: 2 | > loss_disc: 2.424388885498047 (2.5167309045791626) | > loss_disc_real_0: 0.11671564728021622 (0.1002848781645298) | > loss_disc_real_1: 0.20148484408855438 (0.19359280914068222) | > loss_disc_real_2: 0.21531902253627777 (0.19296444207429886) | > loss_disc_real_3: 0.2577304542064667 (0.3071230947971344) | > loss_disc_real_4: 0.26807528734207153 (0.298616498708725) | > loss_disc_real_5: 0.2534806728363037 (0.2864744961261749) | > loss_0: 2.424388885498047 (2.5167309045791626) | > loss_gen: 2.570221424102783 (2.433748245239258) | > loss_kl: 2.4265780448913574 (2.1495250463485718) | > loss_feat: 6.5082197189331055 (6.507399797439575) | > loss_mel: 19.991418838500977 (19.888373374938965) | > loss_duration: 2.3855743408203125 (2.400291919708252) | > loss_1: 33.88201141357422 (33.379337310791016)  --> STEP: 3 | > loss_disc: 2.1921234130859375 (2.4085284074147544) | > loss_disc_real_0: 0.12130796164274216 (0.10729257265726726) | > loss_disc_real_1: 0.23385637998580933 (0.20701399942239126) | > loss_disc_real_2: 0.16955672204494476 (0.18516186873118082) | > loss_disc_real_3: 0.2990753650665283 (0.3044405182202657) | > loss_disc_real_4: 0.22775910794734955 (0.27499736845493317) | > loss_disc_real_5: 0.27767929434776306 (0.28354276220003766) | > loss_0: 2.1921234130859375 (2.4085284074147544) | > loss_gen: 2.8548765182495117 (2.574124336242676) | > loss_kl: 2.7590255737304688 (2.352691888809204) | > loss_feat: 6.2791290283203125 (6.431309541066487) | > loss_mel: 16.747669219970703 (18.841471989949543) | > loss_duration: 2.271512985229492 (2.357365608215332) | > loss_1: 30.912214279174805 (32.556962966918945)  --> STEP: 4 | > loss_disc: 2.36610746383667 (2.397923171520233) | > loss_disc_real_0: 0.1843460649251938 (0.12655594572424889) | > loss_disc_real_1: 0.18102653324604034 (0.20051713287830353) | > loss_disc_real_2: 0.1751451939344406 (0.18265770003199577) | > loss_disc_real_3: 0.2593061923980713 (0.2931569367647171) | > loss_disc_real_4: 0.16811327636241913 (0.24827634543180466) | > loss_disc_real_5: 0.1828267127275467 (0.2583637498319149) | > loss_0: 2.36610746383667 (2.397923171520233) | > loss_gen: 2.254041910171509 (2.494103729724884) | > loss_kl: 2.987412214279175 (2.5113719701766968) | > loss_feat: 7.547805309295654 (6.710433483123779) | > loss_mel: 18.910659790039062 (18.858768939971924) | > loss_duration: 2.372272491455078 (2.3610923290252686) | > loss_1: 34.07218933105469 (32.93576955795288)  --> STEP: 5 | > loss_disc: 2.5851638317108154 (2.4353713035583495) | > loss_disc_real_0: 0.2722339630126953 (0.15569154918193817) | > loss_disc_real_1: 0.2870078384876251 (0.21781527400016784) | > loss_disc_real_2: 0.20203858613967896 (0.1865338772535324) | > loss_disc_real_3: 0.2667935788631439 (0.28788426518440247) | > loss_disc_real_4: 0.22254551947116852 (0.24313018023967742) | > loss_disc_real_5: 0.27484604716300964 (0.26166020929813383) | > loss_0: 2.5851638317108154 (2.4353713035583495) | > loss_gen: 2.438784122467041 (2.4830398082733156) | > loss_kl: 2.3210055828094482 (2.473298692703247) | > loss_feat: 5.246663570404053 (6.417679500579834) | > loss_mel: 20.099323272705078 (19.106879806518556) | > loss_duration: 2.2401649951934814 (2.3369068622589113) | > loss_1: 32.34593963623047 (32.8178035736084)  --> STEP: 6 | > loss_disc: 2.6098976135253906 (2.46445902188619) | > loss_disc_real_0: 0.10476361215114594 (0.14720355967680612) | > loss_disc_real_1: 0.387982040643692 (0.24617640177408853) | > loss_disc_real_2: 0.21887747943401337 (0.1919244776169459) | > loss_disc_real_3: 0.28594648838043213 (0.2875613023837407) | > loss_disc_real_4: 0.2509646415710449 (0.24443592379490534) | > loss_disc_real_5: 0.2769108712673187 (0.264201986292998) | > loss_0: 2.6098976135253906 (2.46445902188619) | > loss_gen: 2.3932158946990967 (2.468069156010946) | > loss_kl: 2.5744755268096924 (2.4901614983876548) | > loss_feat: 5.6645050048828125 (6.292150417963664) | > loss_mel: 18.818687438964844 (19.0588477452596) | > loss_duration: 2.162036657333374 (2.307761828104655) | > loss_1: 31.612918853759766 (32.61698945363363)  --> STEP: 7 | > loss_disc: 2.8418757915496826 (2.5183757032666887) | > loss_disc_real_0: 0.25117558240890503 (0.1620567057813917) | > loss_disc_real_1: 0.32436493039131165 (0.257346191576549) | > loss_disc_real_2: 0.2578093409538269 (0.20133660095078604) | > loss_disc_real_3: 0.33505409955978394 (0.29434598769460407) | > loss_disc_real_4: 0.38523390889167786 (0.2645499216658728) | > loss_disc_real_5: 0.3221439719200134 (0.2724794128111431) | > loss_0: 2.8418757915496826 (2.5183757032666887) | > loss_gen: 2.444861650466919 (2.4647537980760847) | > loss_kl: 3.6742875576019287 (2.659322363989694) | > loss_feat: 4.503178119659424 (6.036582946777344) | > loss_mel: 15.71157455444336 (18.580665860857284) | > loss_duration: 2.533409357070923 (2.3399971893855502) | > loss_1: 28.867311477661133 (32.08132117135184)  --> STEP: 8 | > loss_disc: 2.149414300918579 (2.472255527973175) | > loss_disc_real_0: 0.12974534928798676 (0.15801778621971607) | > loss_disc_real_1: 0.1823333352804184 (0.24796958453953266) | > loss_disc_real_2: 0.1620107740163803 (0.19642087258398533) | > loss_disc_real_3: 0.2644646167755127 (0.29061081632971764) | > loss_disc_real_4: 0.23956720530986786 (0.2614270821213722) | > loss_disc_real_5: 0.18472610414028168 (0.2615102492272854) | > loss_0: 2.149414300918579 (2.472255527973175) | > loss_gen: 2.8132576942443848 (2.508316785097122) | > loss_kl: 2.827536106109619 (2.6803490817546844) | > loss_feat: 10.382780075073242 (6.579857587814331) | > loss_mel: 19.649600982666016 (18.714282751083374) | > loss_duration: 2.217123508453369 (2.3246379792690277) | > loss_1: 37.89030075073242 (32.807443618774414)  --> STEP: 9 | > loss_disc: 2.9794178009033203 (2.52860689163208) | > loss_disc_real_0: 0.2644709050655365 (0.16984591053591835) | > loss_disc_real_1: 0.40668192505836487 (0.26560428904162514) | > loss_disc_real_2: 0.2506331503391266 (0.20244445900122324) | > loss_disc_real_3: 0.3942585587501526 (0.3021272321542104) | > loss_disc_real_4: 0.301337331533432 (0.26586155427826774) | > loss_disc_real_5: 0.29407066106796265 (0.2651280727651384) | > loss_0: 2.9794178009033203 (2.52860689163208) | > loss_gen: 2.5886807441711426 (2.5172461138831244) | > loss_kl: 2.330390214920044 (2.641464763217502) | > loss_feat: 8.226982116699219 (6.762871424357097) | > loss_mel: 18.693254470825195 (18.71194627549913) | > loss_duration: 2.1369476318359375 (2.3037834962209067) | > loss_1: 33.976253509521484 (32.93731138441298)  --> STEP: 10 | > loss_disc: 2.297366142272949 (2.505482816696167) | > loss_disc_real_0: 0.15480569005012512 (0.16834188848733903) | > loss_disc_real_1: 0.25171712040901184 (0.2642155721783638) | > loss_disc_real_2: 0.18598318099975586 (0.2007983312010765) | > loss_disc_real_3: 0.27829208970069885 (0.29974371790885923) | > loss_disc_real_4: 0.1591346561908722 (0.2551888644695282) | > loss_disc_real_5: 0.1694617122411728 (0.25556143671274184) | > loss_0: 2.297366142272949 (2.505482816696167) | > loss_gen: 2.4532222747802734 (2.5108437299728394) | > loss_kl: 2.805009603500366 (2.6578192472457887) | > loss_feat: 7.287361145019531 (6.81532039642334) | > loss_mel: 20.3612060546875 (18.876872253417968) | > loss_duration: 2.2980761528015137 (2.3032127618789673) | > loss_1: 35.20487594604492 (33.16406784057617)  --> STEP: 11 | > loss_disc: 2.453538656234741 (2.500760620290583) | > loss_disc_real_0: 0.16205298900604248 (0.1677701703526757) | > loss_disc_real_1: 0.24900351464748383 (0.2628326578573747) | > loss_disc_real_2: 0.1269603669643402 (0.19408578899773685) | > loss_disc_real_3: 0.25217652320861816 (0.29541942748156463) | > loss_disc_real_4: 0.17140905559062958 (0.24757251820781015) | > loss_disc_real_5: 0.2217044085264206 (0.25248352505943994) | > loss_0: 2.453538656234741 (2.500760620290583) | > loss_gen: 2.2042622566223145 (2.4829726869409736) | > loss_kl: 2.6334829330444336 (2.6556068550456655) | > loss_feat: 6.713343620300293 (6.806049780412153) | > loss_mel: 17.73503875732422 (18.773069208318535) | > loss_duration: 2.442283868789673 (2.3158555897799404) | > loss_1: 31.728410720825195 (33.033553556962445)  --> STEP: 12 | > loss_disc: 2.1760873794555664 (2.473704516887665) | > loss_disc_real_0: 0.0695701539516449 (0.1595868356525898) | > loss_disc_real_1: 0.2165459394454956 (0.25897543132305145) | > loss_disc_real_2: 0.19972634315490723 (0.19455583517750105) | > loss_disc_real_3: 0.2504037022590637 (0.29166811704635626) | > loss_disc_real_4: 0.17396949231624603 (0.24143893271684647) | > loss_disc_real_5: 0.12709863483905792 (0.2420347842077414) | > loss_0: 2.1760873794555664 (2.473704516887665) | > loss_gen: 2.452770709991455 (2.4804558555285134) | > loss_kl: 2.221648693084717 (2.619443674882253) | > loss_feat: 6.949418544769287 (6.817997177441915) | > loss_mel: 20.059494018554688 (18.880271275838215) | > loss_duration: 2.2563412189483643 (2.3108960588773093) | > loss_1: 33.93967056274414 (33.10906330744425)  --> STEP: 13 | > loss_disc: 2.4202146530151367 (2.4695899119743934) | > loss_disc_real_0: 0.08860678970813751 (0.15412683211840117) | > loss_disc_real_1: 0.2506367564201355 (0.25833399479205793) | > loss_disc_real_2: 0.18601107597351074 (0.19389854600796333) | > loss_disc_real_3: 0.3147800862789154 (0.2934459608334762) | > loss_disc_real_4: 0.24139003455638885 (0.24143517131988818) | > loss_disc_real_5: 0.23449087142944336 (0.2414544832247954) | > loss_0: 2.4202146530151367 (2.4695899119743934) | > loss_gen: 2.3530845642089844 (2.47065806388855) | > loss_kl: 3.142927646636963 (2.6597116727095385) | > loss_feat: 5.37405252456665 (6.706924511836125) | > loss_mel: 16.229501724243164 (18.67636592571552) | > loss_duration: 2.1677775382995605 (2.29988694190979) | > loss_1: 29.267345428466797 (32.81354654752291)  --> STEP: 14 | > loss_disc: 2.246931314468384 (2.4536857264382497) | > loss_disc_real_0: 0.13779397308826447 (0.15296019933053426) | > loss_disc_real_1: 0.3434027135372162 (0.2644103318452835) | > loss_disc_real_2: 0.16020913422107697 (0.19149215945175715) | > loss_disc_real_3: 0.219794362783432 (0.28818513240133015) | > loss_disc_real_4: 0.13687919080257416 (0.2339668869972229) | > loss_disc_real_5: 0.1719956398010254 (0.2364931372659547) | > loss_0: 2.246931314468384 (2.4536857264382497) | > loss_gen: 2.4969699382781982 (2.47253748348781) | > loss_kl: 3.2976877689361572 (2.7052813938685825) | > loss_feat: 8.076926231384277 (6.804781777518136) | > loss_mel: 19.44927215576172 (18.731573513575963) | > loss_duration: 2.375976324081421 (2.305321897779192) | > loss_1: 35.696834564208984 (33.01949569157192)  --> STEP: 15 | > loss_disc: 2.615712881088257 (2.4644875367482504) | > loss_disc_real_0: 0.11654455214738846 (0.15053248951832454) | > loss_disc_real_1: 0.337436318397522 (0.2692787309487661) | > loss_disc_real_2: 0.17689688503742218 (0.19051914115746815) | > loss_disc_real_3: 0.23038028180599213 (0.28433147569497425) | > loss_disc_real_4: 0.13228151202201843 (0.22718786199887595) | > loss_disc_real_5: 0.15535297989845276 (0.23108379344145458) | > loss_0: 2.615712881088257 (2.4644875367482504) | > loss_gen: 1.9187151193618774 (2.4356159925460816) | > loss_kl: 3.0856688022613525 (2.7306405544281005) | > loss_feat: 5.674117088317871 (6.729404131571452) | > loss_mel: 17.70530128479004 (18.663155364990235) | > loss_duration: 2.3301639556884766 (2.3069780349731444) | > loss_1: 30.713966369628906 (32.865793736775714)  --> STEP: 16 | > loss_disc: 2.52581787109375 (2.468320682644844) | > loss_disc_real_0: 0.13597285747528076 (0.1496225125156343) | > loss_disc_real_1: 0.3797413408756256 (0.2761826440691948) | > loss_disc_real_2: 0.2506970167160034 (0.1942802583798766) | > loss_disc_real_3: 0.32038503885269165 (0.2865848233923316) | > loss_disc_real_4: 0.22475409507751465 (0.22703575156629086) | > loss_disc_real_5: 0.25359785556793213 (0.23249092232435942) | > loss_0: 2.52581787109375 (2.468320682644844) | > loss_gen: 2.56602144241333 (2.4437663331627846) | > loss_kl: 2.754058361053467 (2.732104167342186) | > loss_feat: 6.379088401794434 (6.707509398460388) | > loss_mel: 16.881444931030273 (18.551798462867737) | > loss_duration: 2.3535966873168945 (2.309891700744629) | > loss_1: 30.934207916259766 (32.74506962299347)  --> STEP: 17 | > loss_disc: 2.632286548614502 (2.4779657335842358) | > loss_disc_real_0: 0.14649835228919983 (0.14943873838466756) | > loss_disc_real_1: 0.25834420323371887 (0.27513332402004914) | > loss_disc_real_2: 0.22413881123065948 (0.19603664384168737) | > loss_disc_real_3: 0.2939424514770508 (0.2870176250443739) | > loss_disc_real_4: 0.22446100413799286 (0.2268842958352145) | > loss_disc_real_5: 0.17371976375579834 (0.22903379534973817) | > loss_0: 2.632286548614502 (2.4779657335842358) | > loss_gen: 2.127694606781006 (2.4251738786697388) | > loss_kl: 2.0725836753845215 (2.693308844285853) | > loss_feat: 6.8109002113342285 (6.713591210982379) | > loss_mel: 18.394134521484375 (18.542524113374597) | > loss_duration: 2.4144959449768066 (2.3160448915818157) | > loss_1: 31.819808959960938 (32.69064252516802)  --> STEP: 18 | > loss_disc: 2.385626792907715 (2.47283579243554) | > loss_disc_real_0: 0.052380286157131195 (0.14404660214980444) | > loss_disc_real_1: 0.24341578781604767 (0.2733712386753824) | > loss_disc_real_2: 0.22759920358657837 (0.1977901193830702) | > loss_disc_real_3: 0.2582838535308838 (0.28542130440473557) | > loss_disc_real_4: 0.23158623278141022 (0.2271455145544476) | > loss_disc_real_5: 0.22710667550563812 (0.22892673313617706) | > loss_0: 2.385626792907715 (2.47283579243554) | > loss_gen: 2.476839542388916 (2.428044193320804) | > loss_kl: 2.662405252456665 (2.69159197807312) | > loss_feat: 8.223209381103516 (6.79745888710022) | > loss_mel: 19.871074676513672 (18.616332477993435) | > loss_duration: 2.225325584411621 (2.3110049300723605) | > loss_1: 35.45885467529297 (32.84443208906386)  --> STEP: 19 | > loss_disc: 2.4611213207244873 (2.472219241292853) | > loss_disc_real_0: 0.0789625495672226 (0.1406211256980896) | > loss_disc_real_1: 0.3427341878414154 (0.27702192021043676) | > loss_disc_real_2: 0.23194549977779388 (0.1995877709827925) | > loss_disc_real_3: 0.2897723317146301 (0.28565030584209844) | > loss_disc_real_4: 0.20944325625896454 (0.22621381674942218) | > loss_disc_real_5: 0.2156682312488556 (0.22822891724737068) | > loss_0: 2.4611213207244873 (2.472219241292853) | > loss_gen: 2.5210585594177246 (2.4329396862732735) | > loss_kl: 2.058107376098633 (2.6582506832323576) | > loss_feat: 8.568464279174805 (6.890669697209408) | > loss_mel: 20.03071403503418 (18.690773612574528) | > loss_duration: 2.298346519470215 (2.3103386979354057) | > loss_1: 35.47669219970703 (32.98297209488718)  --> STEP: 20 | > loss_disc: 2.085489511489868 (2.4528827548027037) | > loss_disc_real_0: 0.11825317144393921 (0.13950272798538207) | > loss_disc_real_1: 0.17384226620197296 (0.27186293751001356) | > loss_disc_real_2: 0.17243075370788574 (0.19822992011904716) | > loss_disc_real_3: 0.18501311540603638 (0.2806184463202953) | > loss_disc_real_4: 0.17393384873867035 (0.2235998183488846) | > loss_disc_real_5: 0.16708655655384064 (0.22517179921269417) | > loss_0: 2.085489511489868 (2.4528827548027037) | > loss_gen: 2.5155344009399414 (2.437069422006607) | > loss_kl: 1.8518859148025513 (2.6179324448108674) | > loss_feat: 6.939744472503662 (6.893123435974121) | > loss_mel: 18.16756248474121 (18.664613056182862) | > loss_duration: 2.2913849353790283 (2.3093910098075865) | > loss_1: 31.76611328125 (32.92212915420532)  --> STEP: 21 | > loss_disc: 2.379680633544922 (2.449396939504714) | > loss_disc_real_0: 0.1640254706144333 (0.1406704776343845) | > loss_disc_real_1: 0.29028573632240295 (0.27274021364393686) | > loss_disc_real_2: 0.20712630450725555 (0.1986535574708666) | > loss_disc_real_3: 0.2876528203487396 (0.280953416512126) | > loss_disc_real_4: 0.24083122611045837 (0.2244203615756262) | > loss_disc_real_5: 0.20675790309906006 (0.22429494701680683) | > loss_0: 2.379680633544922 (2.449396939504714) | > loss_gen: 2.6183061599731445 (2.4456997428621565) | > loss_kl: 2.094564437866211 (2.5930101587658836) | > loss_feat: 7.029444694519043 (6.899614924476261) | > loss_mel: 16.17949867248535 (18.54627427600679) | > loss_duration: 2.1997523307800293 (2.3041701203300837) | > loss_1: 30.121566772460938 (32.78876904078892)  --> STEP: 22 | > loss_disc: 2.4101808071136475 (2.447614388032393) | > loss_disc_real_0: 0.147756427526474 (0.1409925662658431) | > loss_disc_real_1: 0.2368168979883194 (0.2711073356595906) | > loss_disc_real_2: 0.15174613893032074 (0.19652140208265997) | > loss_disc_real_3: 0.27936089038848877 (0.2808810289610516) | > loss_disc_real_4: 0.24816551804542542 (0.22549968686970798) | > loss_disc_real_5: 0.23373866081237793 (0.22472420673478732) | > loss_0: 2.4101808071136475 (2.447614388032393) | > loss_gen: 2.445850133895874 (2.4457065788182346) | > loss_kl: 2.4440083503723145 (2.5862373492934485) | > loss_feat: 7.707798480987549 (6.936350540681318) | > loss_mel: 19.62502670288086 (18.59530847722834) | > loss_duration: 2.1463823318481445 (2.296997948126359) | > loss_1: 34.36906433105469 (32.86060064489191)  --> STEP: 23 | > loss_disc: 2.462076425552368 (2.448243172272392) | > loss_disc_real_0: 0.2504836618900299 (0.145753048684286) | > loss_disc_real_1: 0.21292205154895782 (0.26857754069825873) | > loss_disc_real_2: 0.20845238864421844 (0.1970401406288147) | > loss_disc_real_3: 0.21581821143627167 (0.2780522108078003) | > loss_disc_real_4: 0.15347716212272644 (0.222368272750274) | > loss_disc_real_5: 0.1273508071899414 (0.22049058066762012) | > loss_0: 2.462076425552368 (2.448243172272392) | > loss_gen: 2.249760866165161 (2.4371872000072314) | > loss_kl: 2.9580559730529785 (2.602403376413428) | > loss_feat: 6.174953937530518 (6.903246340544327) | > loss_mel: 18.24992561340332 (18.580291830975078) | > loss_duration: 2.2462992668151855 (2.2947936576345684) | > loss_1: 31.878995895385742 (32.81792217752208)  --> STEP: 24 | > loss_disc: 2.327692985534668 (2.443220247824987) | > loss_disc_real_0: 0.16442987322807312 (0.1465312497069438) | > loss_disc_real_1: 0.21081139147281647 (0.2661706178138653) | > loss_disc_real_2: 0.19886402785778046 (0.1971161359300216) | > loss_disc_real_3: 0.27572962641716003 (0.27795543645819026) | > loss_disc_real_4: 0.21824170649051666 (0.22219633248945078) | > loss_disc_real_5: 0.1887499988079071 (0.2191680564234654) | > loss_0: 2.327692985534668 (2.443220247824987) | > loss_gen: 2.5949575901031494 (2.443760966261228) | > loss_kl: 2.3845441341400146 (2.5933259079853688) | > loss_feat: 8.460409164428711 (6.968128124872844) | > loss_mel: 19.596105575561523 (18.62261740366618) | > loss_duration: 2.397163152694702 (2.299059053262074) | > loss_1: 35.43318176269531 (32.9268913269043)  --> STEP: 25 | > loss_disc: 2.64668869972229 (2.451358985900879) | > loss_disc_real_0: 0.1434689462184906 (0.14640875756740568) | > loss_disc_real_1: 0.30677205324172974 (0.2677946752309799) | > loss_disc_real_2: 0.25784483551979065 (0.19954528391361237) | > loss_disc_real_3: 0.376722127199173 (0.28190610408782957) | > loss_disc_real_4: 0.24773459136486053 (0.22321786284446715) | > loss_disc_real_5: 0.1587255597114563 (0.21675035655498504) | > loss_0: 2.64668869972229 (2.451358985900879) | > loss_gen: 2.4826464653015137 (2.4453163862228395) | > loss_kl: 2.647533893585205 (2.5954942274093624) | > loss_feat: 6.9609880447387695 (6.967842521667481) | > loss_mel: 17.26686668395996 (18.56838737487793) | > loss_duration: 2.3539907932281494 (2.3012563228607172) | > loss_1: 31.712026596069336 (32.8782967376709)  --> STEP: 26 | > loss_disc: 2.291985034942627 (2.445229218556331) | > loss_disc_real_0: 0.07746364921331406 (0.14375702263070986) | > loss_disc_real_1: 0.21814219653606415 (0.26588496451194465) | > loss_disc_real_2: 0.1370771825313568 (0.19714266462967947) | > loss_disc_real_3: 0.20777858793735504 (0.27905504577434975) | > loss_disc_real_4: 0.2614896893501282 (0.22468985617160797) | > loss_disc_real_5: 0.19936980307102203 (0.21608187372867876) | > loss_0: 2.291985034942627 (2.445229218556331) | > loss_gen: 2.3452746868133545 (2.441468628553244) | > loss_kl: 2.449718952178955 (2.5898874860543466) | > loss_feat: 6.113593578338623 (6.934986793077909) | > loss_mel: 15.478178977966309 (18.449533205765945) | > loss_duration: 2.2737812995910645 (2.3001995911965) | > loss_1: 28.660547256469727 (32.71607560377855) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024795348827655506 (+4.924260652983039e-06) | > avg_loss_disc: 2.445229218556331 (+0.018017145303579785) | > avg_loss_disc_real_0: 0.14375702263070986 (+0.019611871443115714) | > avg_loss_disc_real_1: 0.26588496451194465 (+0.013360167352052754) | > avg_loss_disc_real_2: 0.19714266462967947 (-0.05418597792203608) | > avg_loss_disc_real_3: 0.27905504577434975 (+0.0220509991049766) | > avg_loss_disc_real_4: 0.22468985617160797 (+0.0010471713657562443) | > avg_loss_disc_real_5: 0.21608187372867876 (-0.011486279849822728) | > avg_loss_0: 2.445229218556331 (+0.018017145303579785) | > avg_loss_gen: 2.441468628553244 (+0.048797263548924885) | > avg_loss_kl: 2.5898874860543466 (+0.08515223631491997) | > avg_loss_feat: 6.934986793077909 (+0.03401985535254859) | > avg_loss_mel: 18.449533205765945 (-0.147966715005726) | > avg_loss_duration: 2.3001995911965 (+0.004693728226881078) | > avg_loss_1: 32.71607560377855 (+0.02469635009765625)  > EPOCH: 327/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:22:04)   --> TIME: 2024-06-11 05:22:10 -- STEP: 14/330 -- GLOBAL_STEP: 195925 | > loss_disc: 2.373469352722168 (2.316125205584935) | > loss_disc_real_0: 0.12918230891227722 (0.1001961813973529) | > loss_disc_real_1: 0.20157185196876526 (0.1974849243249212) | > loss_disc_real_2: 0.18996216356754303 (0.22484709322452545) | > loss_disc_real_3: 0.24148230254650116 (0.23140350942100799) | > loss_disc_real_4: 0.19386306405067444 (0.22561166967664445) | > loss_disc_real_5: 0.21496494114398956 (0.22028908452817372) | > loss_0: 2.373469352722168 (2.316125205584935) | > grad_norm_0: tensor(17.0205, device='cuda:0') (tensor(22.6637, device='cuda:0')) | > loss_gen: 2.629293918609619 (2.5701048714773997) | > loss_kl: 1.9548721313476562 (1.8251392500741142) | > loss_feat: 7.011451244354248 (7.068970305579049) | > loss_mel: 18.662473678588867 (18.48266519818987) | > loss_duration: 2.0887067317962646 (2.151759445667267) | > loss_1: 32.346797943115234 (32.098639079502654) | > grad_norm_1: tensor(210.5735, device='cuda:0') (tensor(187.7050, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3378 (0.34496823378971647) | > loader_time: 0.003 (0.002992919513157436)  --> TIME: 2024-06-11 05:22:19 -- STEP: 39/330 -- GLOBAL_STEP: 195950 | > loss_disc: 2.266690969467163 (2.3135749437870126) | > loss_disc_real_0: 0.1244293749332428 (0.10790236456654011) | > loss_disc_real_1: 0.17874450981616974 (0.1967616803370989) | > loss_disc_real_2: 0.24035485088825226 (0.21857853310230452) | > loss_disc_real_3: 0.22257648408412933 (0.23040354060821044) | > loss_disc_real_4: 0.2108057588338852 (0.2268862655529609) | > loss_disc_real_5: 0.2154424786567688 (0.21816074351469675) | > loss_0: 2.266690969467163 (2.3135749437870126) | > grad_norm_0: tensor(16.6315, device='cuda:0') (tensor(18.6515, device='cuda:0')) | > loss_gen: 2.504086971282959 (2.5590978096692987) | > loss_kl: 1.7763675451278687 (1.825126696855594) | > loss_feat: 8.181032180786133 (7.269366606687888) | > loss_mel: 18.586166381835938 (18.56017724061623) | > loss_duration: 2.0525307655334473 (2.07511219000205) | > loss_1: 33.10018539428711 (32.28888047047152) | > grad_norm_1: tensor(176.1858, device='cuda:0') (tensor(221.9693, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3541 (0.3539646833370893) | > loader_time: 0.004 (0.0033350296509571564)  --> TIME: 2024-06-11 05:22:28 -- STEP: 64/330 -- GLOBAL_STEP: 195975 | > loss_disc: 2.253432512283325 (2.3139812275767335) | > loss_disc_real_0: 0.10362032055854797 (0.10929108265554532) | > loss_disc_real_1: 0.20458000898361206 (0.19672478502616286) | > loss_disc_real_2: 0.2069208323955536 (0.21583143644966185) | > loss_disc_real_3: 0.2184038907289505 (0.22736713849008083) | > loss_disc_real_4: 0.2301643341779709 (0.22539437585510314) | > loss_disc_real_5: 0.20590317249298096 (0.21744403266347945) | > loss_0: 2.253432512283325 (2.3139812275767335) | > grad_norm_0: tensor(21.7297, device='cuda:0') (tensor(17.6451, device='cuda:0')) | > loss_gen: 2.518650531768799 (2.5427847132086754) | > loss_kl: 1.8162754774093628 (1.8242149334400892) | > loss_feat: 7.549887657165527 (7.283442869782448) | > loss_mel: 19.03722381591797 (18.49747082591057) | > loss_duration: 2.049370288848877 (2.0522594451904306) | > loss_1: 32.97140884399414 (32.20017272233963) | > grad_norm_1: tensor(273.1468, device='cuda:0') (tensor(209.2618, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3725 (0.36054999753832817) | > loader_time: 0.0038 (0.0035409852862358093)  --> TIME: 2024-06-11 05:22:38 -- STEP: 89/330 -- GLOBAL_STEP: 196000 | > loss_disc: 2.308197498321533 (2.3269246321045953) | > loss_disc_real_0: 0.09753083437681198 (0.11068728737784235) | > loss_disc_real_1: 0.1878068894147873 (0.19749148106307127) | > loss_disc_real_2: 0.21764886379241943 (0.21716315006272177) | > loss_disc_real_3: 0.20403848588466644 (0.22891482057866086) | > loss_disc_real_4: 0.2291889786720276 (0.22629206719693173) | > loss_disc_real_5: 0.24303576350212097 (0.21685989770326722) | > loss_0: 2.308197498321533 (2.3269246321045953) | > grad_norm_0: tensor(27.6605, device='cuda:0') (tensor(18.0293, device='cuda:0')) | > loss_gen: 2.536219596862793 (2.5320124385062224) | > loss_kl: 1.6507155895233154 (1.8265533581208646) | > loss_feat: 7.368823528289795 (7.27548939994212) | > loss_mel: 18.168697357177734 (18.443882588590128) | > loss_duration: 2.0458219051361084 (2.0420937029163504) | > loss_1: 31.770278930664062 (32.120031463965944) | > grad_norm_1: tensor(269.7701, device='cuda:0') (tensor(212.5075, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3722 (0.36216277486822596) | > loader_time: 0.004 (0.0037070847629161363) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_196000.pth  --> TIME: 2024-06-11 05:22:52 -- STEP: 114/330 -- GLOBAL_STEP: 196025 | > loss_disc: 2.2798659801483154 (2.3240691318846585) | > loss_disc_real_0: 0.10525144636631012 (0.11099140362389255) | > loss_disc_real_1: 0.2171381711959839 (0.1981763458042814) | > loss_disc_real_2: 0.22506360709667206 (0.2172252560655276) | > loss_disc_real_3: 0.23026062548160553 (0.22828164971188494) | > loss_disc_real_4: 0.20703205466270447 (0.22408002614974976) | > loss_disc_real_5: 0.22541804611682892 (0.21536526632936379) | > loss_0: 2.2798659801483154 (2.3240691318846585) | > grad_norm_0: tensor(11.2629, device='cuda:0') (tensor(18.5025, device='cuda:0')) | > loss_gen: 2.60440993309021 (2.541737587828385) | > loss_kl: 1.9430650472640991 (1.839872343498364) | > loss_feat: 6.930802345275879 (7.324523453126874) | > loss_mel: 19.00172233581543 (18.484490896526133) | > loss_duration: 2.0435214042663574 (2.040366816938971) | > loss_1: 32.523521423339844 (32.23099116275185) | > grad_norm_1: tensor(331.3391, device='cuda:0') (tensor(231.6789, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.356 (0.364738050260042) | > loader_time: 0.0036 (0.0037646921057450143)  --> TIME: 2024-06-11 05:23:01 -- STEP: 139/330 -- GLOBAL_STEP: 196050 | > loss_disc: 2.295210361480713 (2.32662262504907) | > loss_disc_real_0: 0.11385926604270935 (0.11164604430254414) | > loss_disc_real_1: 0.18413399159908295 (0.19783882646680737) | > loss_disc_real_2: 0.19916176795959473 (0.21735770432211513) | > loss_disc_real_3: 0.19819150865077972 (0.22766441213998864) | > loss_disc_real_4: 0.20376908779144287 (0.2240319041897067) | > loss_disc_real_5: 0.2071249634027481 (0.21555429536232845) | > loss_0: 2.295210361480713 (2.32662262504907) | > grad_norm_0: tensor(42.7719, device='cuda:0') (tensor(18.7587, device='cuda:0')) | > loss_gen: 2.4726920127868652 (2.541281329642097) | > loss_kl: 1.990474820137024 (1.8511795028508138) | > loss_feat: 7.313878536224365 (7.318318137162024) | > loss_mel: 18.627225875854492 (18.498004048848316) | > loss_duration: 2.1165506839752197 (2.0439483536233163) | > loss_1: 32.52082443237305 (32.25273132324217) | > grad_norm_1: tensor(446.2912, device='cuda:0') (tensor(241.5377, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3614 (0.3659509223142117) | > loader_time: 0.0038 (0.003782800633272679)  --> TIME: 2024-06-11 05:23:11 -- STEP: 164/330 -- GLOBAL_STEP: 196075 | > loss_disc: 2.2592954635620117 (2.323522987889081) | > loss_disc_real_0: 0.07660582661628723 (0.1126516588804562) | > loss_disc_real_1: 0.22327865660190582 (0.19839333352155797) | > loss_disc_real_2: 0.21983960270881653 (0.21557294077626085) | > loss_disc_real_3: 0.25259655714035034 (0.22762287717039992) | > loss_disc_real_4: 0.2120193988084793 (0.22441869147303628) | > loss_disc_real_5: 0.20649108290672302 (0.21597138156251214) | > loss_0: 2.2592954635620117 (2.323522987889081) | > grad_norm_0: tensor(16.6911, device='cuda:0') (tensor(20.1139, device='cuda:0')) | > loss_gen: 2.7187910079956055 (2.5495934951596144) | > loss_kl: 1.909792184829712 (1.8534048221460202) | > loss_feat: 7.613995552062988 (7.333387962201747) | > loss_mel: 18.06552505493164 (18.45076408618834) | > loss_duration: 2.118544816970825 (2.0460380061370587) | > loss_1: 32.42665100097656 (32.233188373286545) | > grad_norm_1: tensor(257.3545, device='cuda:0') (tensor(251.0356, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3946 (0.37090229551966597) | > loader_time: 0.0048 (0.003907267640276653)  --> TIME: 2024-06-11 05:23:21 -- STEP: 189/330 -- GLOBAL_STEP: 196100 | > loss_disc: 2.289743661880493 (2.3242012684938134) | > loss_disc_real_0: 0.1019517034292221 (0.11333618409655712) | > loss_disc_real_1: 0.16331449151039124 (0.19834433835019508) | > loss_disc_real_2: 0.2299186885356903 (0.21588281940215476) | > loss_disc_real_3: 0.24830873310565948 (0.2273011432280616) | > loss_disc_real_4: 0.23051130771636963 (0.2237182383341764) | > loss_disc_real_5: 0.21610255539417267 (0.2154850518261945) | > loss_0: 2.289743661880493 (2.3242012684938134) | > grad_norm_0: tensor(27.7279, device='cuda:0') (tensor(21.8869, device='cuda:0')) | > loss_gen: 2.7204151153564453 (2.55238343798925) | > loss_kl: 1.836917519569397 (1.856777858481836) | > loss_feat: 7.079798698425293 (7.3362690204035035) | > loss_mel: 18.20257568359375 (18.44063590317176) | > loss_duration: 2.1300265789031982 (2.0522564889261976) | > loss_1: 31.96973419189453 (32.23832271717212) | > grad_norm_1: tensor(421.7156, device='cuda:0') (tensor(264.6305, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3958 (0.37349617292010595) | > loader_time: 0.0046 (0.003985040402286266)  --> TIME: 2024-06-11 05:23:32 -- STEP: 214/330 -- GLOBAL_STEP: 196125 | > loss_disc: 2.3304474353790283 (2.3229734062034386) | > loss_disc_real_0: 0.12650738656520844 (0.11399409733712673) | > loss_disc_real_1: 0.2390604317188263 (0.19810432717900406) | > loss_disc_real_2: 0.2006719708442688 (0.2154710771881531) | > loss_disc_real_3: 0.2296740859746933 (0.22737889548885487) | > loss_disc_real_4: 0.22068841755390167 (0.22423759360458248) | > loss_disc_real_5: 0.19552616775035858 (0.21605079119729106) | > loss_0: 2.3304474353790283 (2.3229734062034386) | > grad_norm_0: tensor(27.3390, device='cuda:0') (tensor(22.9302, device='cuda:0')) | > loss_gen: 2.527557849884033 (2.555905927007443) | > loss_kl: 1.6887482404708862 (1.8584655484306478) | > loss_feat: 6.889001846313477 (7.345693057942613) | > loss_mel: 17.9089412689209 (18.401593992643274) | > loss_duration: 2.160223960876465 (2.058963072077137) | > loss_1: 31.17447280883789 (32.22062162595375) | > grad_norm_1: tensor(402.2204, device='cuda:0') (tensor(277.0365, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.3981 (0.37713750500545323) | > loader_time: 0.0054 (0.004138239076204386)  --> TIME: 2024-06-11 05:23:42 -- STEP: 239/330 -- GLOBAL_STEP: 196150 | > loss_disc: 2.378736734390259 (2.3252215215850565) | > loss_disc_real_0: 0.13401316106319427 (0.113973589886806) | > loss_disc_real_1: 0.1799461394548416 (0.1988610423259655) | > loss_disc_real_2: 0.2056169956922531 (0.2151992592851487) | > loss_disc_real_3: 0.2206278145313263 (0.2271351793071715) | > loss_disc_real_4: 0.23907266557216644 (0.22403159307386086) | > loss_disc_real_5: 0.2420298010110855 (0.21622811457352661) | > loss_0: 2.378736734390259 (2.3252215215850565) | > grad_norm_0: tensor(30.4094, device='cuda:0') (tensor(24.5547, device='cuda:0')) | > loss_gen: 2.6076102256774902 (2.552852758303845) | > loss_kl: 1.8317843675613403 (1.8595971577337098) | > loss_feat: 7.262209892272949 (7.3346047620893025) | > loss_mel: 18.384836196899414 (18.358784368347433) | > loss_duration: 2.095001220703125 (2.06593739886663) | > loss_1: 32.18144226074219 (32.1717764882363) | > grad_norm_1: tensor(423.5052, device='cuda:0') (tensor(289.0437, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.415 (0.38062029104352496) | > loader_time: 0.005 (0.00425844511726411)  --> TIME: 2024-06-11 05:23:53 -- STEP: 264/330 -- GLOBAL_STEP: 196175 | > loss_disc: 2.460054397583008 (2.3252972689541895) | > loss_disc_real_0: 0.1822447031736374 (0.1144294982183386) | > loss_disc_real_1: 0.2325505167245865 (0.19854721816425971) | > loss_disc_real_2: 0.2330329418182373 (0.21532067718605197) | > loss_disc_real_3: 0.22049947082996368 (0.2272190425093427) | > loss_disc_real_4: 0.22763217985630035 (0.2241822840702353) | > loss_disc_real_5: 0.19502736628055573 (0.2162361505695365) | > loss_0: 2.460054397583008 (2.3252972689541895) | > grad_norm_0: tensor(35.3218, device='cuda:0') (tensor(26.3103, device='cuda:0')) | > loss_gen: 2.548718214035034 (2.5564702315763985) | > loss_kl: 1.8043752908706665 (1.8612455188324957) | > loss_feat: 7.331252574920654 (7.35064838329951) | > loss_mel: 17.254497528076172 (18.313626477212622) | > loss_duration: 2.1788740158081055 (2.072798619216139) | > loss_1: 31.117717742919922 (32.154789281613894) | > grad_norm_1: tensor(357.0011, device='cuda:0') (tensor(303.2982, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.448 (0.3853256377306851) | > loader_time: 0.0054 (0.004397485292319094)  --> TIME: 2024-06-11 05:24:05 -- STEP: 289/330 -- GLOBAL_STEP: 196200 | > loss_disc: 2.339014768600464 (2.3258885157562035) | > loss_disc_real_0: 0.1601383090019226 (0.115270006112677) | > loss_disc_real_1: 0.22785870730876923 (0.19907288779230675) | > loss_disc_real_2: 0.21122704446315765 (0.21501158399565404) | > loss_disc_real_3: 0.2347070276737213 (0.22691145601157087) | > loss_disc_real_4: 0.23016232252120972 (0.22397396994503316) | > loss_disc_real_5: 0.23235423862934113 (0.21600214693579303) | > loss_0: 2.339014768600464 (2.3258885157562035) | > grad_norm_0: tensor(53.9830, device='cuda:0') (tensor(27.4129, device='cuda:0')) | > loss_gen: 2.5365123748779297 (2.551318856671606) | > loss_kl: 1.7239363193511963 (1.8645295168701752) | > loss_feat: 7.689601898193359 (7.346728016348446) | > loss_mel: 17.1356143951416 (18.256605900695178) | > loss_duration: 2.2093324661254883 (2.081398838944088) | > loss_1: 31.294998168945312 (32.100581225226904) | > grad_norm_1: tensor(611.8801, device='cuda:0') (tensor(314.9276, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.4801 (0.39148959899031155) | > loader_time: 0.0071 (0.004546971469601956)  --> TIME: 2024-06-11 05:24:18 -- STEP: 314/330 -- GLOBAL_STEP: 196225 | > loss_disc: 2.316467046737671 (2.3274304654188205) | > loss_disc_real_0: 0.10721670091152191 (0.1153396120662712) | > loss_disc_real_1: 0.2168150097131729 (0.19922430186894285) | > loss_disc_real_2: 0.21678754687309265 (0.21503310109589502) | > loss_disc_real_3: 0.20067153871059418 (0.22712770901667845) | > loss_disc_real_4: 0.17193655669689178 (0.22382395363347551) | > loss_disc_real_5: 0.22314073145389557 (0.21638173814032496) | > loss_0: 2.316467046737671 (2.3274304654188205) | > grad_norm_0: tensor(46.5461, device='cuda:0') (tensor(28.5621, device='cuda:0')) | > loss_gen: 2.4640607833862305 (2.5472566375307206) | > loss_kl: 1.8388422727584839 (1.867701558550452) | > loss_feat: 8.01122760772705 (7.358531435583807) | > loss_mel: 18.213254928588867 (18.224327609797193) | > loss_duration: 2.265979051589966 (2.093385945080192) | > loss_1: 32.793365478515625 (32.09120328259316) | > grad_norm_1: tensor(649.6904, device='cuda:0') (tensor(330.7860, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.5201 (0.40054897669773937) | > loader_time: 0.0082 (0.0047522585862761054)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2568106651306152 (2.2568106651306152) | > loss_disc_real_0: 0.06424113363027573 (0.06424113363027573) | > loss_disc_real_1: 0.15304124355316162 (0.15304124355316162) | > loss_disc_real_2: 0.24537293612957 (0.24537293612957) | > loss_disc_real_3: 0.3170836865901947 (0.3170836865901947) | > loss_disc_real_4: 0.2275863140821457 (0.2275863140821457) | > loss_disc_real_5: 0.2547132670879364 (0.2547132670879364) | > loss_0: 2.2568106651306152 (2.2568106651306152) | > loss_gen: 2.4120614528656006 (2.4120614528656006) | > loss_kl: 2.1280832290649414 (2.1280832290649414) | > loss_feat: 6.283300399780273 (6.283300399780273) | > loss_mel: 16.9918270111084 (16.9918270111084) | > loss_duration: 2.7322511672973633 (2.7322511672973633) | > loss_1: 30.547523498535156 (30.547523498535156)  --> STEP: 1 | > loss_disc: 2.429821252822876 (2.429821252822876) | > loss_disc_real_0: 0.057809457182884216 (0.057809457182884216) | > loss_disc_real_1: 0.14772939682006836 (0.14772939682006836) | > loss_disc_real_2: 0.23586951196193695 (0.23586951196193695) | > loss_disc_real_3: 0.2660972774028778 (0.2660972774028778) | > loss_disc_real_4: 0.3251592516899109 (0.3251592516899109) | > loss_disc_real_5: 0.22868266701698303 (0.22868266701698303) | > loss_0: 2.429821252822876 (2.429821252822876) | > loss_gen: 2.3401598930358887 (2.3401598930358887) | > loss_kl: 2.093125581741333 (2.093125581741333) | > loss_feat: 7.961763381958008 (7.961763381958008) | > loss_mel: 18.89862632751465 (18.89862632751465) | > loss_duration: 2.3873562812805176 (2.3873562812805176) | > loss_1: 33.6810302734375 (33.6810302734375)  --> STEP: 2 | > loss_disc: 2.272702932357788 (2.351262092590332) | > loss_disc_real_0: 0.07919012755155563 (0.06849979236721992) | > loss_disc_real_1: 0.150670126080513 (0.14919976145029068) | > loss_disc_real_2: 0.24526576697826385 (0.2405676394701004) | > loss_disc_real_3: 0.24477426707744598 (0.2554357722401619) | > loss_disc_real_4: 0.28150179982185364 (0.30333052575588226) | > loss_disc_real_5: 0.23403190076351166 (0.23135728389024734) | > loss_0: 2.272702932357788 (2.351262092590332) | > loss_gen: 2.5236220359802246 (2.4318909645080566) | > loss_kl: 2.024632453918457 (2.058879017829895) | > loss_feat: 6.658926963806152 (7.31034517288208) | > loss_mel: 18.720266342163086 (18.809446334838867) | > loss_duration: 2.451103925704956 (2.419230103492737) | > loss_1: 32.3785514831543 (33.0297908782959)  --> STEP: 3 | > loss_disc: 2.6422600746154785 (2.4482614199320474) | > loss_disc_real_0: 0.1956697255373001 (0.11088977009057999) | > loss_disc_real_1: 0.2295750379562378 (0.17599152028560638) | > loss_disc_real_2: 0.21539543569087982 (0.23217690487702689) | > loss_disc_real_3: 0.2261577844619751 (0.2456764429807663) | > loss_disc_real_4: 0.3143981397151947 (0.3070197304089864) | > loss_disc_real_5: 0.3193427622318268 (0.2606857766707738) | > loss_0: 2.6422600746154785 (2.4482614199320474) | > loss_gen: 2.390407085418701 (2.418063004811605) | > loss_kl: 2.630993604660034 (2.249583880106608) | > loss_feat: 5.886852741241455 (6.835847695668538) | > loss_mel: 16.007810592651367 (17.8755677541097) | > loss_duration: 2.2403173446655273 (2.3595925172170005) | > loss_1: 29.156383514404297 (31.73865509033203)  --> STEP: 4 | > loss_disc: 2.4068028926849365 (2.4378967881202698) | > loss_disc_real_0: 0.06855279207229614 (0.10030552558600903) | > loss_disc_real_1: 0.15187934041023254 (0.16996347531676292) | > loss_disc_real_2: 0.2844536304473877 (0.24524608626961708) | > loss_disc_real_3: 0.2616409361362457 (0.24966756626963615) | > loss_disc_real_4: 0.27448317408561707 (0.2988855913281441) | > loss_disc_real_5: 0.23027373850345612 (0.2530827671289444) | > loss_0: 2.4068028926849365 (2.4378967881202698) | > loss_gen: 2.314028024673462 (2.392054259777069) | > loss_kl: 2.872718572616577 (2.4053675532341003) | > loss_feat: 7.6891961097717285 (7.049184799194336) | > loss_mel: 18.552743911743164 (18.044861793518066) | > loss_duration: 2.3457839488983154 (2.356140375137329) | > loss_1: 33.774471282958984 (32.24760913848877)  --> STEP: 5 | > loss_disc: 2.1446990966796875 (2.379257249832153) | > loss_disc_real_0: 0.11233890056610107 (0.10271220058202743) | > loss_disc_real_1: 0.18141598999500275 (0.1722539782524109) | > loss_disc_real_2: 0.23949171602725983 (0.24409521222114564) | > loss_disc_real_3: 0.3016120195388794 (0.2600564569234848) | > loss_disc_real_4: 0.2429644912481308 (0.2877013713121414) | > loss_disc_real_5: 0.20136868953704834 (0.2427399516105652) | > loss_0: 2.1446990966796875 (2.379257249832153) | > loss_gen: 2.74768328666687 (2.4631800651550293) | > loss_kl: 2.262723684310913 (2.376838779449463) | > loss_feat: 7.699121475219727 (7.179172134399414) | > loss_mel: 20.083106994628906 (18.452510833740234) | > loss_duration: 2.370713710784912 (2.3590550422668457) | > loss_1: 35.16334915161133 (32.83075714111328)  --> STEP: 6 | > loss_disc: 2.510547637939453 (2.40113898118337) | > loss_disc_real_0: 0.06707781553268433 (0.09677313640713692) | > loss_disc_real_1: 0.24220654368400574 (0.1839127391576767) | > loss_disc_real_2: 0.28581610321998596 (0.2510486940542857) | > loss_disc_real_3: 0.30598029494285583 (0.2677104299267133) | > loss_disc_real_4: 0.22824214398860931 (0.27779150009155273) | > loss_disc_real_5: 0.25208672881126404 (0.24429774781068167) | > loss_0: 2.510547637939453 (2.40113898118337) | > loss_gen: 2.2472877502441406 (2.4271980126698813) | > loss_kl: 2.4625134468078613 (2.391117890675863) | > loss_feat: 5.402211666107178 (6.883012056350708) | > loss_mel: 19.092660903930664 (18.559202512105305) | > loss_duration: 2.154378652572632 (2.3249423106511435) | > loss_1: 31.359052658081055 (32.58547306060791)  --> STEP: 7 | > loss_disc: 2.4811086654663086 (2.412563221795218) | > loss_disc_real_0: 0.07918689399957657 (0.09426081606319972) | > loss_disc_real_1: 0.25520700216293335 (0.19409763387271337) | > loss_disc_real_2: 0.22922159731388092 (0.247930537377085) | > loss_disc_real_3: 0.28436800837516785 (0.2700900839907782) | > loss_disc_real_4: 0.33046528697013855 (0.28531632678849356) | > loss_disc_real_5: 0.37416207790374756 (0.2628497949668339) | > loss_0: 2.4811086654663086 (2.412563221795218) | > loss_gen: 2.5683212280273438 (2.4473584720066617) | > loss_kl: 3.603188991546631 (2.5642709050859724) | > loss_feat: 4.73920202255249 (6.57675348009382) | > loss_mel: 17.80620765686035 (18.451631818498885) | > loss_duration: 2.5573129653930664 (2.3581381184714183) | > loss_1: 31.27423095703125 (32.398152760096956)  --> STEP: 8 | > loss_disc: 2.1523191928863525 (2.38003271818161) | > loss_disc_real_0: 0.10954500734806061 (0.09617133997380733) | > loss_disc_real_1: 0.14853587746620178 (0.18840241432189941) | > loss_disc_real_2: 0.2593061923980713 (0.2493524942547083) | > loss_disc_real_3: 0.2486504465341568 (0.26741012930870056) | > loss_disc_real_4: 0.2633097767829895 (0.28256550803780556) | > loss_disc_real_5: 0.21099530160427094 (0.25636798329651356) | > loss_0: 2.1523191928863525 (2.38003271818161) | > loss_gen: 2.9248833656311035 (2.507049083709717) | > loss_kl: 2.964790105819702 (2.6143358051776886) | > loss_feat: 11.169795989990234 (7.150883793830872) | > loss_mel: 20.731348037719727 (18.73659634590149) | > loss_duration: 2.2327234745025635 (2.3424612879753113) | > loss_1: 40.02354431152344 (33.35132670402527)  --> STEP: 9 | > loss_disc: 2.2679080963134766 (2.3675744268629284) | > loss_disc_real_0: 0.16174830496311188 (0.1034576694170634) | > loss_disc_real_1: 0.20921427011489868 (0.19071484274334377) | > loss_disc_real_2: 0.22881583869457245 (0.24707064363691542) | > loss_disc_real_3: 0.24837912619113922 (0.2652955734067493) | > loss_disc_real_4: 0.2656935453414917 (0.2806908455159929) | > loss_disc_real_5: 0.2599165141582489 (0.25676226450337303) | > loss_0: 2.2679080963134766 (2.3675744268629284) | > loss_gen: 2.74668550491333 (2.5336753527323403) | > loss_kl: 2.2991209030151367 (2.5793119271596274) | > loss_feat: 10.050369262695312 (7.473048845926921) | > loss_mel: 19.766525268554688 (18.851032892862957) | > loss_duration: 2.1704792976379395 (2.3233521779378257) | > loss_1: 37.033180236816406 (33.76042154100206)  --> STEP: 10 | > loss_disc: 2.1765666007995605 (2.348473644256592) | > loss_disc_real_0: 0.07510656118392944 (0.10062255859375) | > loss_disc_real_1: 0.14435547590255737 (0.18607890605926514) | > loss_disc_real_2: 0.2630174458026886 (0.24866532385349274) | > loss_disc_real_3: 0.27628493309020996 (0.26639450937509535) | > loss_disc_real_4: 0.3102680742740631 (0.2836485683917999) | > loss_disc_real_5: 0.2391173243522644 (0.25499777048826217) | > loss_0: 2.1765666007995605 (2.348473644256592) | > loss_gen: 2.963683605194092 (2.5766761779785154) | > loss_kl: 2.4544949531555176 (2.5668302297592165) | > loss_feat: 8.296182632446289 (7.555362224578857) | > loss_mel: 19.681255340576172 (18.934055137634278) | > loss_duration: 2.318214178085327 (2.322838377952576) | > loss_1: 35.713829040527344 (33.95576229095459)  --> STEP: 11 | > loss_disc: 2.762861967086792 (2.386145309968428) | > loss_disc_real_0: 0.13371464610099792 (0.103630930185318) | > loss_disc_real_1: 0.17824898660182953 (0.18536709519949826) | > loss_disc_real_2: 0.39027324318885803 (0.26153877106579865) | > loss_disc_real_3: 0.333885133266449 (0.2725300206379457) | > loss_disc_real_4: 0.32942336797714233 (0.28780991380864923) | > loss_disc_real_5: 0.3443695306777954 (0.2631224759600379) | > loss_0: 2.762861967086792 (2.386145309968428) | > loss_gen: 2.4170713424682617 (2.5621666474775835) | > loss_kl: 3.1201493740081787 (2.617131970145486) | > loss_feat: 6.583582401275635 (7.4670186042785645) | > loss_mel: 17.462228775024414 (18.80025274103338) | > loss_duration: 2.426217794418335 (2.33223650672219) | > loss_1: 32.009246826171875 (33.7788063396107)  --> STEP: 12 | > loss_disc: 2.063110113143921 (2.3592257102330527) | > loss_disc_real_0: 0.07420814782381058 (0.10117903165519238) | > loss_disc_real_1: 0.1902846395969391 (0.18577689056595167) | > loss_disc_real_2: 0.26987195014953613 (0.2622332026561101) | > loss_disc_real_3: 0.2422744780778885 (0.2700087254246076) | > loss_disc_real_4: 0.18330250680446625 (0.2791009632249673) | > loss_disc_real_5: 0.17763324081897736 (0.2559983730316162) | > loss_0: 2.063110113143921 (2.3592257102330527) | > loss_gen: 2.867628335952759 (2.587621788183848) | > loss_kl: 2.2010891437530518 (2.582461734612783) | > loss_feat: 7.825361728668213 (7.496880531311035) | > loss_mel: 20.580631256103516 (18.948617617289223) | > loss_duration: 2.253753185272217 (2.325696229934692) | > loss_1: 35.72846603393555 (33.941277980804436)  --> STEP: 13 | > loss_disc: 2.6332898139953613 (2.3803075643686147) | > loss_disc_real_0: 0.11335012316703796 (0.10211526946379589) | > loss_disc_real_1: 0.21476802229881287 (0.1880069776223256) | > loss_disc_real_2: 0.29303058981895447 (0.2646022324378674) | > loss_disc_real_3: 0.33189430832862854 (0.2747691548787631) | > loss_disc_real_4: 0.3109603226184845 (0.2815516831783148) | > loss_disc_real_5: 0.3461626172065735 (0.26293408412199754) | > loss_0: 2.6332898139953613 (2.3803075643686147) | > loss_gen: 2.4984216690063477 (2.5807602405548096) | > loss_kl: 2.60215163230896 (2.5839763421278734) | > loss_feat: 6.187105178833008 (7.396128581120418) | > loss_mel: 16.35275650024414 (18.74893599290114) | > loss_duration: 2.2322492599487305 (2.318508001474233) | > loss_1: 29.872684478759766 (33.62830924987792)  --> STEP: 14 | > loss_disc: 2.309709072113037 (2.375264814921788) | > loss_disc_real_0: 0.1398131549358368 (0.10480797556894166) | > loss_disc_real_1: 0.21834389865398407 (0.19017390055315836) | > loss_disc_real_2: 0.24311761558055878 (0.26306761694805963) | > loss_disc_real_3: 0.2580966651439667 (0.27357826275484903) | > loss_disc_real_4: 0.3121489882469177 (0.2837372049689293) | > loss_disc_real_5: 0.2666821777820587 (0.2632018050977162) | > loss_0: 2.309709072113037 (2.375264814921788) | > loss_gen: 2.784066677093506 (2.5952821288790022) | > loss_kl: 3.300999641418457 (2.6351922920772006) | > loss_feat: 7.323455810546875 (7.390937668936593) | > loss_mel: 19.276453018188477 (18.786615780421663) | > loss_duration: 2.445845127105713 (2.3276035104479105) | > loss_1: 35.130821228027344 (33.73563153403145)  --> STEP: 15 | > loss_disc: 2.334035634994507 (2.3725162029266356) | > loss_disc_real_0: 0.09274818748235703 (0.10400398969650268) | > loss_disc_real_1: 0.16941595077514648 (0.18879003723462423) | > loss_disc_real_2: 0.28242188692092896 (0.26435790161291756) | > loss_disc_real_3: 0.3210941255092621 (0.2767459869384766) | > loss_disc_real_4: 0.3091401755809784 (0.28543073634306587) | > loss_disc_real_5: 0.2543114721775055 (0.2626091162363688) | > loss_0: 2.334035634994507 (2.3725162029266356) | > loss_gen: 2.8302643299102783 (2.610947608947754) | > loss_kl: 3.0264365673065186 (2.6612752437591554) | > loss_feat: 9.85000991821289 (7.5548758188883465) | > loss_mel: 18.535022735595703 (18.7698429107666) | > loss_duration: 2.3304643630981445 (2.327794233957926) | > loss_1: 36.57219696044922 (33.92473589579263)  --> STEP: 16 | > loss_disc: 2.4256956577301025 (2.3758399188518524) | > loss_disc_real_0: 0.1250527799129486 (0.10531953908503056) | > loss_disc_real_1: 0.22685788571834564 (0.19116927776485682) | > loss_disc_real_2: 0.2921837568283081 (0.2660970175638795) | > loss_disc_real_3: 0.25823575258255005 (0.27558909729123116) | > loss_disc_real_4: 0.3118056058883667 (0.2870791656896472) | > loss_disc_real_5: 0.291519433259964 (0.2644160110503435) | > loss_0: 2.4256956577301025 (2.3758399188518524) | > loss_gen: 2.784191846847534 (2.62177537381649) | > loss_kl: 2.4749834537506104 (2.649632006883621) | > loss_feat: 7.0631327629089355 (7.524141877889633) | > loss_mel: 17.178964614868164 (18.670413017272946) | > loss_duration: 2.321650266647339 (2.3274102360010143) | > loss_1: 31.822921752929688 (33.793372511863694)  --> STEP: 17 | > loss_disc: 2.3283963203430176 (2.373049118939568) | > loss_disc_real_0: 0.12839898467063904 (0.10667715353124282) | > loss_disc_real_1: 0.23057647049427032 (0.19348734792541056) | > loss_disc_real_2: 0.303392618894577 (0.2682908764656852) | > loss_disc_real_3: 0.2792031764984131 (0.2758016901857713) | > loss_disc_real_4: 0.24552106857299805 (0.284634571741609) | > loss_disc_real_5: 0.2986167073249817 (0.26642781671355753) | > loss_0: 2.3283963203430176 (2.373049118939568) | > loss_gen: 2.8027689456939697 (2.6324220545151653) | > loss_kl: 2.3456058502197266 (2.631748115315157) | > loss_feat: 8.362035751342773 (7.573429752798641) | > loss_mel: 19.079008102416992 (18.69444802228142) | > loss_duration: 2.4090499877929688 (2.3322125743417175) | > loss_1: 34.998470306396484 (33.86426061742445)  --> STEP: 18 | > loss_disc: 2.3887972831726074 (2.3739240169525146) | > loss_disc_real_0: 0.17301079630851746 (0.11036235590775807) | > loss_disc_real_1: 0.13298290967941284 (0.19012599024507734) | > loss_disc_real_2: 0.19684861600399017 (0.26432186199559105) | > loss_disc_real_3: 0.22546590864658356 (0.27300525787803864) | > loss_disc_real_4: 0.2341553121805191 (0.28183016843265957) | > loss_disc_real_5: 0.2534271776676178 (0.2657055589887831) | > loss_0: 2.3887972831726074 (2.3739240169525146) | > loss_gen: 2.4489433765411377 (2.6222287946277194) | > loss_kl: 2.5479166507720947 (2.627090811729431) | > loss_feat: 9.143321990966797 (7.660645988252428) | > loss_mel: 16.80253028869629 (18.58934148152669) | > loss_duration: 2.2307353019714355 (2.326574948098924) | > loss_1: 33.17344665527344 (33.82588206397161)  --> STEP: 19 | > loss_disc: 2.6177639961242676 (2.3867577000668176) | > loss_disc_real_0: 0.1243995875120163 (0.11110115757114009) | > loss_disc_real_1: 0.20630189776420593 (0.1909773537987157) | > loss_disc_real_2: 0.2300092726945877 (0.26251593624290664) | > loss_disc_real_3: 0.29253724217414856 (0.2740332570515181) | > loss_disc_real_4: 0.3558882474899292 (0.2857279620672527) | > loss_disc_real_5: 0.28582677245140076 (0.2667645702236577) | > loss_0: 2.6177639961242676 (2.3867577000668176) | > loss_gen: 2.3940253257751465 (2.6102180857407418) | > loss_kl: 1.9179598093032837 (2.589768127391213) | > loss_feat: 6.87393856048584 (7.61924033415945) | > loss_mel: 18.018186569213867 (18.55928069666812) | > loss_duration: 2.3107333183288574 (2.3257411781110258) | > loss_1: 31.51484489440918 (33.70424852873148)  --> STEP: 20 | > loss_disc: 2.4958696365356445 (2.392213296890259) | > loss_disc_real_0: 0.0903778225183487 (0.11006499081850052) | > loss_disc_real_1: 0.20073160529136658 (0.19146506637334823) | > loss_disc_real_2: 0.22727333009243011 (0.2607538059353828) | > loss_disc_real_3: 0.24949070811271667 (0.272806129604578) | > loss_disc_real_4: 0.26433295011520386 (0.28465821146965026) | > loss_disc_real_5: 0.26490214467048645 (0.2666714489459991) | > loss_0: 2.4958696365356445 (2.392213296890259) | > loss_gen: 2.189756393432617 (2.5891950011253355) | > loss_kl: 1.8098084926605225 (2.5507701456546785) | > loss_feat: 6.582858085632324 (7.567421221733094) | > loss_mel: 18.672191619873047 (18.56492624282837) | > loss_duration: 2.2943482398986816 (2.3241715312004088) | > loss_1: 31.548961639404297 (33.59648418426512)  --> STEP: 21 | > loss_disc: 2.390406847000122 (2.392127275466919) | > loss_disc_real_0: 0.12606027722358704 (0.11082667112350464) | > loss_disc_real_1: 0.20161928236484528 (0.19194860046818144) | > loss_disc_real_2: 0.2510685622692108 (0.26029260385604125) | > loss_disc_real_3: 0.23832738399505615 (0.2711642845755532) | > loss_disc_real_4: 0.27106523513793945 (0.28401092688242596) | > loss_disc_real_5: 0.2946886718273163 (0.26800560241653804) | > loss_0: 2.390406847000122 (2.392127275466919) | > loss_gen: 2.642059326171875 (2.5917123499370756) | > loss_kl: 1.969771146774292 (2.5231035266603743) | > loss_feat: 7.221999645233154 (7.5509725752330965) | > loss_mel: 16.09188461303711 (18.44716235569545) | > loss_duration: 2.167734146118164 (2.3167221319107782) | > loss_1: 30.093448638916016 (33.42967296781993)  --> STEP: 22 | > loss_disc: 2.385864019393921 (2.391842582009055) | > loss_disc_real_0: 0.22059255838394165 (0.11581602963534268) | > loss_disc_real_1: 0.1772168129682541 (0.19127897376363928) | > loss_disc_real_2: 0.2751926779747009 (0.26096987995234394) | > loss_disc_real_3: 0.24473075568675995 (0.2699627605351535) | > loss_disc_real_4: 0.2967016398906708 (0.2845877774737098) | > loss_disc_real_5: 0.278253436088562 (0.2684714130379937) | > loss_0: 2.385864019393921 (2.391842582009055) | > loss_gen: 3.0329737663269043 (2.611769687045704) | > loss_kl: 2.148405075073242 (2.506071778860959) | > loss_feat: 9.040329933166504 (7.618670636957342) | > loss_mel: 18.77419662475586 (18.46202754974365) | > loss_duration: 2.1664276123046875 (2.309890562837774) | > loss_1: 35.16233444213867 (33.508430307561696)  --> STEP: 23 | > loss_disc: 2.427170515060425 (2.393378579098245) | > loss_disc_real_0: 0.11799941211938858 (0.11591095930856207) | > loss_disc_real_1: 0.20052336156368256 (0.19168090366798898) | > loss_disc_real_2: 0.20701417326927185 (0.2586239796617756) | > loss_disc_real_3: 0.29491865634918213 (0.27104779948358954) | > loss_disc_real_4: 0.29433223605155945 (0.2850114495857902) | > loss_disc_real_5: 0.25068891048431396 (0.2676982607530511) | > loss_0: 2.427170515060425 (2.393378579098245) | > loss_gen: 2.3481290340423584 (2.600307049958602) | > loss_kl: 2.8138747215270996 (2.519454515498617) | > loss_feat: 7.896963596343994 (7.630770330843718) | > loss_mel: 15.525572776794434 (18.334355603093684) | > loss_duration: 2.301966667175293 (2.3095460456350576) | > loss_1: 30.88650894165039 (33.39443372643512)  --> STEP: 24 | > loss_disc: 2.2568821907043457 (2.3876912295818324) | > loss_disc_real_0: 0.08437645435333252 (0.11459702160209417) | > loss_disc_real_1: 0.20941154658794403 (0.19241968045632044) | > loss_disc_real_2: 0.23539307713508606 (0.2576560253898302) | > loss_disc_real_3: 0.31667816638946533 (0.27294906477133435) | > loss_disc_real_4: 0.33276107907295227 (0.28700101748108864) | > loss_disc_real_5: 0.30394625663757324 (0.2692085939149062) | > loss_0: 2.2568821907043457 (2.3876912295818324) | > loss_gen: 2.862657070159912 (2.611238300800323) | > loss_kl: 2.575594663619995 (2.521793688337008) | > loss_feat: 6.340208053588867 (7.576996902624766) | > loss_mel: 18.660808563232422 (18.347957809766132) | > loss_duration: 2.4014549255371094 (2.313375582297643) | > loss_1: 32.840721130371094 (33.371362368265785)  --> STEP: 25 | > loss_disc: 2.764817953109741 (2.402776298522949) | > loss_disc_real_0: 0.1981048732995987 (0.11793733566999436) | > loss_disc_real_1: 0.25380435585975647 (0.1948750674724579) | > loss_disc_real_2: 0.2416105717420578 (0.2570142072439193) | > loss_disc_real_3: 0.25848427414894104 (0.2723704731464386) | > loss_disc_real_4: 0.2535586953163147 (0.28566332459449767) | > loss_disc_real_5: 0.26265206933021545 (0.26894633293151854) | > loss_0: 2.764817953109741 (2.402776298522949) | > loss_gen: 1.945021390914917 (2.5845896244049067) | > loss_kl: 2.578765392303467 (2.5240725564956663) | > loss_feat: 3.4169695377349854 (7.410595808029175) | > loss_mel: 12.31184196472168 (18.106513175964356) | > loss_duration: 2.3290276527404785 (2.3140016651153563) | > loss_1: 22.58162498474121 (32.939772872924806)  --> STEP: 26 | > loss_disc: 2.069514751434326 (2.3899585467118483) | > loss_disc_real_0: 0.07814668118953705 (0.11640692588228446) | > loss_disc_real_1: 0.05675419792532921 (0.18956272633602986) | > loss_disc_real_2: 0.12265463918447495 (0.25184653154932535) | > loss_disc_real_3: 0.11826310306787491 (0.2664432666049554) | > loss_disc_real_4: 0.22223594784736633 (0.2832238101042234) | > loss_disc_real_5: 0.0968327671289444 (0.2623265804006503) | > loss_0: 2.069514751434326 (2.3899585467118483) | > loss_gen: 2.2213776111602783 (2.5706199315878058) | > loss_kl: 1.9793012142181396 (2.5031198125619154) | > loss_feat: 21.317007064819336 (7.945457779444181) | > loss_mel: 24.593751907348633 (18.356022357940674) | > loss_duration: 2.300967216491699 (2.3135003401682925) | > loss_1: 52.41240692138672 (33.68872033632719) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024045614095834587 (-7.497347318209191e-05) | > avg_loss_disc: 2.3899585467118483 (-0.055270671844482866) | > avg_loss_disc_real_0: 0.11640692588228446 (-0.027350096748425395) | > avg_loss_disc_real_1: 0.18956272633602986 (-0.0763222381759148) | > avg_loss_disc_real_2: 0.25184653154932535 (+0.05470386691964588) | > avg_loss_disc_real_3: 0.2664432666049554 (-0.012611779169394377) | > avg_loss_disc_real_4: 0.2832238101042234 (+0.0585339539326154) | > avg_loss_disc_real_5: 0.2623265804006503 (+0.04624470667197156) | > avg_loss_0: 2.3899585467118483 (-0.055270671844482866) | > avg_loss_gen: 2.5706199315878058 (+0.12915130303456168) | > avg_loss_kl: 2.5031198125619154 (-0.0867676734924312) | > avg_loss_feat: 7.945457779444181 (+1.010470986366272) | > avg_loss_mel: 18.356022357940674 (-0.09351084782527153) | > avg_loss_duration: 2.3135003401682925 (+0.013300748971792675) | > avg_loss_1: 33.68872033632719 (+0.9726447325486376)  > EPOCH: 328/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:24:46)   --> TIME: 2024-06-11 05:24:50 -- STEP: 9/330 -- GLOBAL_STEP: 196250 | > loss_disc: 2.266037702560425 (2.341322316063775) | > loss_disc_real_0: 0.11189888417720795 (0.11334570331705941) | > loss_disc_real_1: 0.19038227200508118 (0.20907737645837995) | > loss_disc_real_2: 0.22761958837509155 (0.21347691615422568) | > loss_disc_real_3: 0.22186440229415894 (0.21983787417411804) | > loss_disc_real_4: 0.23362591862678528 (0.2426450235976113) | > loss_disc_real_5: 0.2040635496377945 (0.22116138372156355) | > loss_0: 2.266037702560425 (2.341322316063775) | > grad_norm_0: tensor(9.5362, device='cuda:0') (tensor(9.6605, device='cuda:0')) | > loss_gen: 2.491981029510498 (2.489490509033203) | > loss_kl: 1.9102758169174194 (1.8302461438708835) | > loss_feat: 7.085176944732666 (6.852605236901177) | > loss_mel: 19.570941925048828 (18.834652794731987) | > loss_duration: 2.1393213272094727 (2.1975613700018988) | > loss_1: 33.197696685791016 (32.204555935329864) | > grad_norm_1: tensor(205.5072, device='cuda:0') (tensor(110.7215, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3688 (0.3814855416615804) | > loader_time: 0.0035 (0.0030451350741916234)  --> TIME: 2024-06-11 05:25:00 -- STEP: 34/330 -- GLOBAL_STEP: 196275 | > loss_disc: 2.3618643283843994 (2.307832198984483) | > loss_disc_real_0: 0.0916849821805954 (0.10760423804030698) | > loss_disc_real_1: 0.18912173807621002 (0.2003112181144602) | > loss_disc_real_2: 0.25950372219085693 (0.2108345890746397) | > loss_disc_real_3: 0.19940687716007233 (0.2191642816452419) | > loss_disc_real_4: 0.19542847573757172 (0.22806772502029643) | > loss_disc_real_5: 0.1789923459291458 (0.21357234742711573) | > loss_0: 2.3618643283843994 (2.307832198984483) | > grad_norm_0: tensor(11.5438, device='cuda:0') (tensor(10.7144, device='cuda:0')) | > loss_gen: 2.5420308113098145 (2.54465615048128) | > loss_kl: 1.8517606258392334 (1.8567051957635319) | > loss_feat: 7.582468509674072 (7.2766446366029625) | > loss_mel: 18.624359130859375 (18.604477321400367) | > loss_duration: 2.059316635131836 (2.0839945533696342) | > loss_1: 32.659934997558594 (32.36647757361916) | > grad_norm_1: tensor(196.3397, device='cuda:0') (tensor(123.4098, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3537 (0.3674813018125646) | > loader_time: 0.003 (0.0031503929811365463)  --> TIME: 2024-06-11 05:25:09 -- STEP: 59/330 -- GLOBAL_STEP: 196300 | > loss_disc: 2.399351119995117 (2.301234940351066) | > loss_disc_real_0: 0.10652020573616028 (0.10872622945551146) | > loss_disc_real_1: 0.20934565365314484 (0.20075308493638444) | > loss_disc_real_2: 0.22427266836166382 (0.21075456046451957) | > loss_disc_real_3: 0.19888967275619507 (0.22105787340867317) | > loss_disc_real_4: 0.22759436070919037 (0.22442940963526903) | > loss_disc_real_5: 0.21402668952941895 (0.21093840013116094) | > loss_0: 2.399351119995117 (2.301234940351066) | > grad_norm_0: tensor(10.8043, device='cuda:0') (tensor(11.1639, device='cuda:0')) | > loss_gen: 2.568941116333008 (2.5491973949690996) | > loss_kl: 1.723090410232544 (1.8323549597950306) | > loss_feat: 7.34962272644043 (7.3508326724424204) | > loss_mel: 18.007564544677734 (18.640579029665155) | > loss_duration: 1.9821836948394775 (2.0544535790459584) | > loss_1: 31.63140106201172 (32.427417399519555) | > grad_norm_1: tensor(261.3922, device='cuda:0') (tensor(134.0061, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3921 (0.3684954239150225) | > loader_time: 0.0033 (0.0033067323393740898)  --> TIME: 2024-06-11 05:25:19 -- STEP: 84/330 -- GLOBAL_STEP: 196325 | > loss_disc: 2.340689182281494 (2.311431339808873) | > loss_disc_real_0: 0.11818347126245499 (0.11100690891700131) | > loss_disc_real_1: 0.19942139089107513 (0.20132519162836532) | > loss_disc_real_2: 0.20377163589000702 (0.2123475486323947) | > loss_disc_real_3: 0.2298564463853836 (0.22300491464279948) | > loss_disc_real_4: 0.2169334888458252 (0.22380253708078748) | > loss_disc_real_5: 0.21035709977149963 (0.21300478953690755) | > loss_0: 2.340689182281494 (2.311431339808873) | > grad_norm_0: tensor(24.4061, device='cuda:0') (tensor(12.4013, device='cuda:0')) | > loss_gen: 2.526628255844116 (2.545262921424139) | > loss_kl: 1.803591012954712 (1.8297662848518008) | > loss_feat: 6.750352382659912 (7.386266526721773) | > loss_mel: 18.118385314941406 (18.60471718651908) | > loss_duration: 2.093982219696045 (2.042828119936443) | > loss_1: 31.292940139770508 (32.4088407925197) | > grad_norm_1: tensor(180.6670, device='cuda:0') (tensor(147.9653, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3526 (0.3698450185003735) | > loader_time: 0.0041 (0.0034609068007696244)  --> TIME: 2024-06-11 05:25:28 -- STEP: 109/330 -- GLOBAL_STEP: 196350 | > loss_disc: 2.2606940269470215 (2.311593781917467) | > loss_disc_real_0: 0.07940530776977539 (0.11228742860599396) | > loss_disc_real_1: 0.1892426311969757 (0.199348120514406) | > loss_disc_real_2: 0.2582360804080963 (0.21202078940124686) | > loss_disc_real_3: 0.21513348817825317 (0.22296867020633243) | > loss_disc_real_4: 0.18622447550296783 (0.22464954155847566) | > loss_disc_real_5: 0.17895440757274628 (0.2134883856281228) | > loss_0: 2.2606940269470215 (2.311593781917467) | > grad_norm_0: tensor(17.3369, device='cuda:0') (tensor(13.4485, device='cuda:0')) | > loss_gen: 2.4820852279663086 (2.5411745320766346) | > loss_kl: 1.8995773792266846 (1.8288068552629664) | > loss_feat: 7.318696022033691 (7.3648113679448395) | > loss_mel: 18.828298568725586 (18.51396669160336) | > loss_duration: 1.9916713237762451 (2.0407603180736578) | > loss_1: 32.520328521728516 (32.28951958122601) | > grad_norm_1: tensor(251.0874, device='cuda:0') (tensor(162.4358, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3713 (0.371506384753306) | > loader_time: 0.0043 (0.0035728445840538096)  --> TIME: 2024-06-11 05:25:38 -- STEP: 134/330 -- GLOBAL_STEP: 196375 | > loss_disc: 2.4461581707000732 (2.3143957497468635) | > loss_disc_real_0: 0.15035462379455566 (0.11274555564593913) | > loss_disc_real_1: 0.26237115263938904 (0.1993584707379341) | > loss_disc_real_2: 0.24510657787322998 (0.21243030177568323) | > loss_disc_real_3: 0.23072834312915802 (0.22488830516587444) | > loss_disc_real_4: 0.2487930804491043 (0.2244918310820167) | > loss_disc_real_5: 0.23213528096675873 (0.2134940662045977) | > loss_0: 2.4461581707000732 (2.3143957497468635) | > grad_norm_0: tensor(28.0728, device='cuda:0') (tensor(14.0704, device='cuda:0')) | > loss_gen: 2.494499444961548 (2.5425572751173333) | > loss_kl: 1.8890634775161743 (1.8342136669514784) | > loss_feat: 7.180871486663818 (7.359540978474404) | > loss_mel: 18.474994659423828 (18.519956417937784) | > loss_duration: 2.0406360626220703 (2.042780877938912) | > loss_1: 32.08006286621094 (32.299048964656976) | > grad_norm_1: tensor(333.9705, device='cuda:0') (tensor(177.4429, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3765 (0.37334661697273824) | > loader_time: 0.0038 (0.0036496849202398043)  --> TIME: 2024-06-11 05:25:48 -- STEP: 159/330 -- GLOBAL_STEP: 196400 | > loss_disc: 2.230886697769165 (2.3166782811002906) | > loss_disc_real_0: 0.0721973180770874 (0.11260571283926754) | > loss_disc_real_1: 0.17107537388801575 (0.199589491077939) | > loss_disc_real_2: 0.18731491267681122 (0.21364415985233373) | > loss_disc_real_3: 0.21936024725437164 (0.22484958527972862) | > loss_disc_real_4: 0.2538726031780243 (0.22419071019445574) | > loss_disc_real_5: 0.20842061936855316 (0.2135468840411624) | > loss_0: 2.230886697769165 (2.3166782811002906) | > grad_norm_0: tensor(13.8938, device='cuda:0') (tensor(16.4361, device='cuda:0')) | > loss_gen: 2.807424545288086 (2.5454331913834096) | > loss_kl: 1.9388998746871948 (1.8328256404624794) | > loss_feat: 7.785002708435059 (7.378825004745579) | > loss_mel: 18.293188095092773 (18.487549859772695) | > loss_duration: 2.0477709770202637 (2.0442901692300475) | > loss_1: 32.872283935546875 (32.2889236474187) | > grad_norm_1: tensor(285.3499, device='cuda:0') (tensor(199.2690, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.3862 (0.3746120509861401) | > loader_time: 0.0045 (0.0037458572747572413)  --> TIME: 2024-06-11 05:25:58 -- STEP: 184/330 -- GLOBAL_STEP: 196425 | > loss_disc: 2.271766185760498 (2.3191153096116106) | > loss_disc_real_0: 0.06688294559717178 (0.11106823564952482) | > loss_disc_real_1: 0.18029306828975677 (0.20058294604329968) | > loss_disc_real_2: 0.27558672428131104 (0.2143571822215681) | > loss_disc_real_3: 0.22942422330379486 (0.22564156013338463) | > loss_disc_real_4: 0.20743133127689362 (0.22479088863600855) | > loss_disc_real_5: 0.18366947770118713 (0.21410327105094556) | > loss_0: 2.271766185760498 (2.3191153096116106) | > grad_norm_0: tensor(14.2948, device='cuda:0') (tensor(17.5603, device='cuda:0')) | > loss_gen: 2.489649772644043 (2.5580768779568053) | > loss_kl: 1.820119023323059 (1.8321536176878472) | > loss_feat: 7.468620777130127 (7.401301635348278) | > loss_mel: 17.134658813476562 (18.44806480407716) | > loss_duration: 2.0915660858154297 (2.0503699002058626) | > loss_1: 31.004613876342773 (32.28996663508207) | > grad_norm_1: tensor(272.7221, device='cuda:0') (tensor(215.0659, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.39 (0.3768876492977143) | > loader_time: 0.0048 (0.0038524904976720395)  --> TIME: 2024-06-11 05:26:08 -- STEP: 209/330 -- GLOBAL_STEP: 196450 | > loss_disc: 2.3511977195739746 (2.3215234199779466) | > loss_disc_real_0: 0.14351192116737366 (0.1121054884384979) | > loss_disc_real_1: 0.2019185870885849 (0.20068980988703283) | > loss_disc_real_2: 0.21261803805828094 (0.21418603969532904) | > loss_disc_real_3: 0.18464648723602295 (0.22518971483958394) | > loss_disc_real_4: 0.2048005312681198 (0.22461956824982565) | > loss_disc_real_5: 0.18467958271503448 (0.21444396225459267) | > loss_0: 2.3511977195739746 (2.3215234199779466) | > grad_norm_0: tensor(28.4840, device='cuda:0') (tensor(20.3405, device='cuda:0')) | > loss_gen: 2.6071677207946777 (2.5596198990014183) | > loss_kl: 1.872791051864624 (1.8363900601008292) | > loss_feat: 7.021716117858887 (7.3865981946151225) | > loss_mel: 17.691043853759766 (18.41225232576069) | > loss_duration: 2.1210148334503174 (2.056912016070063) | > loss_1: 31.313735961914062 (32.25177229192268) | > grad_norm_1: tensor(234.9829, device='cuda:0') (tensor(233.0731, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.4131 (0.3793341326371335) | > loader_time: 0.0051 (0.003960851276890513)  --> TIME: 2024-06-11 05:26:18 -- STEP: 234/330 -- GLOBAL_STEP: 196475 | > loss_disc: 2.1478166580200195 (2.3237950587883973) | > loss_disc_real_0: 0.06897483766078949 (0.11328093253840239) | > loss_disc_real_1: 0.18893444538116455 (0.20066112630132943) | > loss_disc_real_2: 0.19085292518138885 (0.21403791042219877) | > loss_disc_real_3: 0.2402683049440384 (0.22594720290766823) | > loss_disc_real_4: 0.21786554157733917 (0.22504511774859876) | > loss_disc_real_5: 0.18233487010002136 (0.21505199410976508) | > loss_0: 2.1478166580200195 (2.3237950587883973) | > grad_norm_0: tensor(6.9382, device='cuda:0') (tensor(23.5232, device='cuda:0')) | > loss_gen: 2.835283041000366 (2.559759014692062) | > loss_kl: 1.6454707384109497 (1.836563154672965) | > loss_feat: 7.512248992919922 (7.382696926084339) | > loss_mel: 17.945301055908203 (18.374579633403027) | > loss_duration: 2.1476311683654785 (2.0645865008362367) | > loss_1: 32.085933685302734 (32.21818504170477) | > grad_norm_1: tensor(358.0493, device='cuda:0') (tensor(249.6000, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.413 (0.38252785470750605) | > loader_time: 0.0052 (0.004088569910098345)  --> TIME: 2024-06-11 05:26:29 -- STEP: 259/330 -- GLOBAL_STEP: 196500 | > loss_disc: 2.347343921661377 (2.3215487482004646) | > loss_disc_real_0: 0.14159390330314636 (0.11353273653788457) | > loss_disc_real_1: 0.24273787438869476 (0.2008106195328319) | > loss_disc_real_2: 0.2240545153617859 (0.21374218321214766) | > loss_disc_real_3: 0.21624219417572021 (0.22580789121651743) | > loss_disc_real_4: 0.2236108034849167 (0.22486256517498648) | > loss_disc_real_5: 0.23327867686748505 (0.21481396746911596) | > loss_0: 2.347343921661377 (2.3215487482004646) | > grad_norm_0: tensor(65.2232, device='cuda:0') (tensor(25.4762, device='cuda:0')) | > loss_gen: 2.483766555786133 (2.5635053991811154) | > loss_kl: 1.8564200401306152 (1.8393365623407842) | > loss_feat: 7.71807336807251 (7.399020588996327) | > loss_mel: 17.545501708984375 (18.33190634443953) | > loss_duration: 2.1564197540283203 (2.071375690371836) | > loss_1: 31.760181427001953 (32.20514442561678) | > grad_norm_1: tensor(517.2851, device='cuda:0') (tensor(264.0849, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.4447 (0.3867890991299309) | > loader_time: 0.0052 (0.004222699574061802) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_196500.pth  --> TIME: 2024-06-11 05:26:45 -- STEP: 284/330 -- GLOBAL_STEP: 196525 | > loss_disc: 2.228565216064453 (2.321103490574259) | > loss_disc_real_0: 0.10474054515361786 (0.11378260157530157) | > loss_disc_real_1: 0.19657719135284424 (0.20061140575669192) | > loss_disc_real_2: 0.22422756254673004 (0.2133911789827783) | > loss_disc_real_3: 0.24422477185726166 (0.225785625285246) | > loss_disc_real_4: 0.22836533188819885 (0.22448736187857643) | > loss_disc_real_5: 0.23156990110874176 (0.21497237593145435) | > loss_0: 2.228565216064453 (2.321103490574259) | > grad_norm_0: tensor(15.5168, device='cuda:0') (tensor(25.8635, device='cuda:0')) | > loss_gen: 2.7152130603790283 (2.559841468300619) | > loss_kl: 1.8655412197113037 (1.8401728566263762) | > loss_feat: 7.906192302703857 (7.409947986334142) | > loss_mel: 18.178197860717773 (18.29346642695682) | > loss_duration: 2.160585641860962 (2.0800100883967465) | > loss_1: 32.82573318481445 (32.18343870404743) | > grad_norm_1: tensor(407.7069, device='cuda:0') (tensor(271.5622, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.4465 (0.3931488243626877) | > loader_time: 0.0063 (0.004404776532885056)  --> TIME: 2024-06-11 05:26:57 -- STEP: 309/330 -- GLOBAL_STEP: 196550 | > loss_disc: 2.420924425125122 (2.3253630457572583) | > loss_disc_real_0: 0.12315505743026733 (0.11509808421761858) | > loss_disc_real_1: 0.2237541824579239 (0.20122487196837435) | > loss_disc_real_2: 0.23279640078544617 (0.21383715249766805) | > loss_disc_real_3: 0.21274642646312714 (0.2258805752668566) | > loss_disc_real_4: 0.2315831482410431 (0.22465160788070038) | > loss_disc_real_5: 0.23499560356140137 (0.21512604367385785) | > loss_0: 2.420924425125122 (2.3253630457572583) | > grad_norm_0: tensor(11.7319, device='cuda:0') (tensor(26.1752, device='cuda:0')) | > loss_gen: 2.323131561279297 (2.5536497048189735) | > loss_kl: 1.915781855583191 (1.8445293174206632) | > loss_feat: 6.181517601013184 (7.405372585679335) | > loss_mel: 17.39879035949707 (18.241303582793293) | > loss_duration: 2.2528185844421387 (2.0910787335491516) | > loss_1: 30.072040557861328 (32.135933811224824) | > grad_norm_1: tensor(438.6853, device='cuda:0') (tensor(274.8819, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.4943 (0.39998140921484693) | > loader_time: 0.0069 (0.004598086705871387)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.169210195541382 (2.169210195541382) | > loss_disc_real_0: 0.09566903114318848 (0.09566903114318848) | > loss_disc_real_1: 0.17786701023578644 (0.17786701023578644) | > loss_disc_real_2: 0.24410802125930786 (0.24410802125930786) | > loss_disc_real_3: 0.21250025928020477 (0.21250025928020477) | > loss_disc_real_4: 0.13932137191295624 (0.13932137191295624) | > loss_disc_real_5: 0.17056268453598022 (0.17056268453598022) | > loss_0: 2.169210195541382 (2.169210195541382) | > loss_gen: 2.517688035964966 (2.517688035964966) | > loss_kl: 1.9565694332122803 (1.9565694332122803) | > loss_feat: 7.17440128326416 (7.17440128326416) | > loss_mel: 15.830565452575684 (15.830565452575684) | > loss_duration: 2.8949027061462402 (2.8949027061462402) | > loss_1: 30.374128341674805 (30.374128341674805)  --> STEP: 1 | > loss_disc: 2.3710005283355713 (2.3710005283355713) | > loss_disc_real_0: 0.07911830395460129 (0.07911830395460129) | > loss_disc_real_1: 0.18365128338336945 (0.18365128338336945) | > loss_disc_real_2: 0.1991593986749649 (0.1991593986749649) | > loss_disc_real_3: 0.32736438512802124 (0.32736438512802124) | > loss_disc_real_4: 0.227671280503273 (0.227671280503273) | > loss_disc_real_5: 0.2308683842420578 (0.2308683842420578) | > loss_0: 2.3710005283355713 (2.3710005283355713) | > loss_gen: 2.434481382369995 (2.434481382369995) | > loss_kl: 2.713667869567871 (2.713667869567871) | > loss_feat: 6.737510681152344 (6.737510681152344) | > loss_mel: 20.389240264892578 (20.389240264892578) | > loss_duration: 2.333993911743164 (2.333993911743164) | > loss_1: 34.60889434814453 (34.60889434814453)  --> STEP: 2 | > loss_disc: 2.1131157875061035 (2.2420581579208374) | > loss_disc_real_0: 0.06158122792840004 (0.07034976594150066) | > loss_disc_real_1: 0.13429352641105652 (0.15897240489721298) | > loss_disc_real_2: 0.14873166382312775 (0.17394553124904633) | > loss_disc_real_3: 0.23486872017383575 (0.2811165526509285) | > loss_disc_real_4: 0.14939284324645996 (0.18853206187486649) | > loss_disc_real_5: 0.11785883456468582 (0.1743636094033718) | > loss_0: 2.1131157875061035 (2.2420581579208374) | > loss_gen: 2.229099750518799 (2.331790566444397) | > loss_kl: 2.228719472885132 (2.4711936712265015) | > loss_feat: 7.027291774749756 (6.88240122795105) | > loss_mel: 21.426103591918945 (20.90767192840576) | > loss_duration: 2.4317939281463623 (2.382893919944763) | > loss_1: 35.3430061340332 (34.97595024108887)  --> STEP: 3 | > loss_disc: 2.0704007148742676 (2.1848390102386475) | > loss_disc_real_0: 0.06978346407413483 (0.07016099865237872) | > loss_disc_real_1: 0.14417874813079834 (0.15404118597507477) | > loss_disc_real_2: 0.12767691910266876 (0.15852266053358713) | > loss_disc_real_3: 0.26990801095962524 (0.27738037208716076) | > loss_disc_real_4: 0.20896150171756744 (0.19534187515576681) | > loss_disc_real_5: 0.2702476382255554 (0.20632495234409967) | > loss_0: 2.0704007148742676 (2.1848390102386475) | > loss_gen: 2.778803586959839 (2.480794906616211) | > loss_kl: 2.6951351165771484 (2.5458408196767173) | > loss_feat: 7.9714741706848145 (7.245425542195638) | > loss_mel: 19.577625274658203 (20.464323043823242) | > loss_duration: 2.2097158432006836 (2.3251678943634033) | > loss_1: 35.23275375366211 (35.06155141194662)  --> STEP: 4 | > loss_disc: 2.1140148639678955 (2.1671329736709595) | > loss_disc_real_0: 0.09665565192699432 (0.07678466197103262) | > loss_disc_real_1: 0.13991986215114594 (0.15051085501909256) | > loss_disc_real_2: 0.1762242466211319 (0.16294805705547333) | > loss_disc_real_3: 0.22540169954299927 (0.2643857039511204) | > loss_disc_real_4: 0.15265102684497833 (0.1846691630780697) | > loss_disc_real_5: 0.20415297150611877 (0.20578195713460445) | > loss_0: 2.1140148639678955 (2.1671329736709595) | > loss_gen: 2.356656074523926 (2.4497601985931396) | > loss_kl: 3.373713493347168 (2.75280898809433) | > loss_feat: 8.344442367553711 (7.520179748535156) | > loss_mel: 19.439599990844727 (20.208142280578613) | > loss_duration: 2.2341079711914062 (2.302402913570404) | > loss_1: 35.74851989746094 (35.233293533325195)  --> STEP: 5 | > loss_disc: 2.514066457748413 (2.2365196704864503) | > loss_disc_real_0: 0.19486112892627716 (0.10039995536208153) | > loss_disc_real_1: 0.21530646085739136 (0.16346997618675232) | > loss_disc_real_2: 0.22791680693626404 (0.17594180703163148) | > loss_disc_real_3: 0.30271750688552856 (0.272052064538002) | > loss_disc_real_4: 0.21609915792942047 (0.19095516204833984) | > loss_disc_real_5: 0.17555423080921173 (0.1997364118695259) | > loss_0: 2.514066457748413 (2.2365196704864503) | > loss_gen: 2.256153106689453 (2.4110387802124023) | > loss_kl: 2.179595708847046 (2.638166332244873) | > loss_feat: 5.892638683319092 (7.194671535491944) | > loss_mel: 18.65574073791504 (19.8976619720459) | > loss_duration: 2.34759521484375 (2.3114413738250734) | > loss_1: 31.331722259521484 (34.452979278564456)  --> STEP: 6 | > loss_disc: 2.531118631362915 (2.2856194972991943) | > loss_disc_real_0: 0.1495511531829834 (0.10859182166556518) | > loss_disc_real_1: 0.25197190046310425 (0.17822029689947763) | > loss_disc_real_2: 0.24660444259643555 (0.18771891295909882) | > loss_disc_real_3: 0.2981913685798645 (0.2764086152116458) | > loss_disc_real_4: 0.21391451358795166 (0.19478172063827515) | > loss_disc_real_5: 0.21952389180660248 (0.203034325192372) | > loss_0: 2.531118631362915 (2.2856194972991943) | > loss_gen: 2.235581636428833 (2.3817959229151406) | > loss_kl: 2.798978090286255 (2.6649682919184365) | > loss_feat: 4.65802526473999 (6.771897157033284) | > loss_mel: 14.92719554901123 (19.06925090154012) | > loss_duration: 2.0803914070129395 (2.272933046023051) | > loss_1: 26.700172424316406 (33.160844802856445)  --> STEP: 7 | > loss_disc: 2.399214744567871 (2.301847389766148) | > loss_disc_real_0: 0.15566611289978027 (0.11531672041331019) | > loss_disc_real_1: 0.2638179361820221 (0.19044853108269827) | > loss_disc_real_2: 0.2356274276971817 (0.19456298649311066) | > loss_disc_real_3: 0.2811860740184784 (0.27709110932690756) | > loss_disc_real_4: 0.22742566466331482 (0.1994451412132808) | > loss_disc_real_5: 0.24248555302619934 (0.20867021488291876) | > loss_0: 2.399214744567871 (2.301847389766148) | > loss_gen: 2.5630481243133545 (2.407689094543457) | > loss_kl: 4.1290764808654785 (2.874126604625157) | > loss_feat: 4.889998435974121 (6.503054482596261) | > loss_mel: 18.06792640686035 (18.926204545157297) | > loss_duration: 2.5530588626861572 (2.312951019832066) | > loss_1: 32.20310974121094 (33.02402550833566)  --> STEP: 8 | > loss_disc: 2.574683904647827 (2.335951954126358) | > loss_disc_real_0: 0.19372665882110596 (0.12511796271428466) | > loss_disc_real_1: 0.20380736887454987 (0.19211838580667973) | > loss_disc_real_2: 0.23323197662830353 (0.19939661026000977) | > loss_disc_real_3: 0.27088961005210876 (0.2763159219175577) | > loss_disc_real_4: 0.21424154937267303 (0.20129469223320484) | > loss_disc_real_5: 0.2994343638420105 (0.22001573350280523) | > loss_0: 2.574683904647827 (2.335951954126358) | > loss_gen: 2.4341676235198975 (2.410998910665512) | > loss_kl: 2.6615426540374756 (2.8475536108016968) | > loss_feat: 5.647842884063721 (6.396153032779694) | > loss_mel: 15.386211395263672 (18.483705401420593) | > loss_duration: 2.1807916164398193 (2.2964310944080353) | > loss_1: 28.310556411743164 (32.4348418712616)  --> STEP: 9 | > loss_disc: 2.362325668334961 (2.3388823668162027) | > loss_disc_real_0: 0.21598917245864868 (0.13521476379699177) | > loss_disc_real_1: 0.2198346108198166 (0.19519796636369494) | > loss_disc_real_2: 0.16872933506965637 (0.19598913523885939) | > loss_disc_real_3: 0.2596074044704437 (0.2744594199789895) | > loss_disc_real_4: 0.2070164680480957 (0.20193044510152605) | > loss_disc_real_5: 0.20048962533473969 (0.21784616592857572) | > loss_0: 2.362325668334961 (2.3388823668162027) | > loss_gen: 2.484632968902588 (2.419180472691854) | > loss_kl: 2.4089603424072266 (2.7988210254245334) | > loss_feat: 10.034337997436523 (6.800395806630452) | > loss_mel: 20.149938583374023 (18.668842421637642) | > loss_duration: 2.1239113807678223 (2.2772622373369007) | > loss_1: 37.201786041259766 (32.96450233459473)  --> STEP: 10 | > loss_disc: 2.525137424468994 (2.3575078725814818) | > loss_disc_real_0: 0.2614157795906067 (0.14783486537635326) | > loss_disc_real_1: 0.21376271545886993 (0.19705444127321242) | > loss_disc_real_2: 0.24139001965522766 (0.20052922368049622) | > loss_disc_real_3: 0.26528242230415344 (0.2735417202115059) | > loss_disc_real_4: 0.25647401809692383 (0.20738480240106583) | > loss_disc_real_5: 0.29349496960639954 (0.2254110462963581) | > loss_0: 2.525137424468994 (2.3575078725814818) | > loss_gen: 2.473437786102295 (2.424606204032898) | > loss_kl: 2.6116230487823486 (2.7801012277603148) | > loss_feat: 5.470405101776123 (6.66739673614502) | > loss_mel: 16.92659568786621 (18.4946177482605) | > loss_duration: 2.3247616291046143 (2.282012176513672) | > loss_1: 29.806825637817383 (32.648734664916994)  --> STEP: 11 | > loss_disc: 2.472224235534668 (2.3679366328499536) | > loss_disc_real_0: 0.10220452398061752 (0.14368665252219548) | > loss_disc_real_1: 0.26715755462646484 (0.20342745157805356) | > loss_disc_real_2: 0.25300347805023193 (0.20529961044138129) | > loss_disc_real_3: 0.27617207169532776 (0.2737808430736715) | > loss_disc_real_4: 0.20972396433353424 (0.2075974534858357) | > loss_disc_real_5: 0.27699998021125793 (0.23010094937953082) | > loss_0: 2.472224235534668 (2.3679366328499536) | > loss_gen: 2.448824405670166 (2.426807858727195) | > loss_kl: 2.815904140472412 (2.783356038006869) | > loss_feat: 6.705530643463135 (6.670863454992121) | > loss_mel: 16.05643653869629 (18.272964911027387) | > loss_duration: 2.4506449699401855 (2.2973424304615366) | > loss_1: 30.477340698242188 (32.4513352134011)  --> STEP: 12 | > loss_disc: 2.3599886894226074 (2.367274304231008) | > loss_disc_real_0: 0.0982772707939148 (0.13990253737817207) | > loss_disc_real_1: 0.1867426335811615 (0.20203705007831255) | > loss_disc_real_2: 0.17697851359844208 (0.20293951903780302) | > loss_disc_real_3: 0.2894909679889679 (0.2750900201499462) | > loss_disc_real_4: 0.19483770430088043 (0.2065341410537561) | > loss_disc_real_5: 0.1799439787864685 (0.22592120183010897) | > loss_0: 2.3599886894226074 (2.367274304231008) | > loss_gen: 2.1360955238342285 (2.4025818308194475) | > loss_kl: 2.1516189575195312 (2.730711281299591) | > loss_feat: 6.324774742126465 (6.642022728919983) | > loss_mel: 16.987125396728516 (18.165811618169148) | > loss_duration: 2.1763532161712646 (2.2872599959373474) | > loss_1: 29.775968551635742 (32.22838799158732)  --> STEP: 13 | > loss_disc: 2.2503445148468018 (2.3582797050476074) | > loss_disc_real_0: 0.09823381900787354 (0.13669725134968758) | > loss_disc_real_1: 0.18223489820957184 (0.20051380762687096) | > loss_disc_real_2: 0.1565549522638321 (0.19937147543980524) | > loss_disc_real_3: 0.246729776263237 (0.27290846292789167) | > loss_disc_real_4: 0.15857559442520142 (0.2028450220823288) | > loss_disc_real_5: 0.1574534773826599 (0.2206544537956898) | > loss_0: 2.2503445148468018 (2.3582797050476074) | > loss_gen: 2.502899646759033 (2.410298585891723) | > loss_kl: 2.3316242694854736 (2.700012280390813) | > loss_feat: 7.399928092956543 (6.700323141538179) | > loss_mel: 17.60788917541504 (18.122894507188064) | > loss_duration: 2.182847023010254 (2.2792282287891092) | > loss_1: 32.02518844604492 (32.21275725731483)  --> STEP: 14 | > loss_disc: 2.3697612285614014 (2.359099813870021) | > loss_disc_real_0: 0.20785212516784668 (0.14177974233669893) | > loss_disc_real_1: 0.3171759843826294 (0.20884682025228227) | > loss_disc_real_2: 0.20667992532253265 (0.19989350757428578) | > loss_disc_real_3: 0.31280744075775146 (0.2757583899157388) | > loss_disc_real_4: 0.22656241059303284 (0.2045391212616648) | > loss_disc_real_5: 0.242280513048172 (0.22219917231372424) | > loss_0: 2.3697612285614014 (2.359099813870021) | > loss_gen: 2.9491395950317383 (2.448787229401724) | > loss_kl: 3.088456869125366 (2.727758322443281) | > loss_feat: 8.994604110717773 (6.8642003536224365) | > loss_mel: 19.426179885864258 (18.215986319950648) | > loss_duration: 2.3531205654144287 (2.2845062528337747) | > loss_1: 36.811500549316406 (32.541238921029226)  --> STEP: 15 | > loss_disc: 2.340155601501465 (2.357836866378784) | > loss_disc_real_0: 0.14647771418094635 (0.14209294045964876) | > loss_disc_real_1: 0.1635383814573288 (0.20582625766595206) | > loss_disc_real_2: 0.19267338514328003 (0.1994121660788854) | > loss_disc_real_3: 0.30938398838043213 (0.2780000964800517) | > loss_disc_real_4: 0.26343679428100586 (0.20846563279628755) | > loss_disc_real_5: 0.2670568525791168 (0.2251896843314171) | > loss_0: 2.340155601501465 (2.357836866378784) | > loss_gen: 2.5955405235290527 (2.458570782343546) | > loss_kl: 3.2532594203948975 (2.7627917289733888) | > loss_feat: 8.367840766906738 (6.96444304784139) | > loss_mel: 20.079456329345703 (18.34021765391032) | > loss_duration: 2.3112049102783203 (2.2862861633300775) | > loss_1: 36.6072998046875 (32.812309646606444)  --> STEP: 16 | > loss_disc: 2.6235485076904297 (2.374443843960762) | > loss_disc_real_0: 0.18669232726097107 (0.1448804021347314) | > loss_disc_real_1: 0.23080022633075714 (0.20738713070750237) | > loss_disc_real_2: 0.20880287885665894 (0.19999908562749624) | > loss_disc_real_3: 0.24478548765182495 (0.2759241834282875) | > loss_disc_real_4: 0.2217361479997635 (0.20929503999650478) | > loss_disc_real_5: 0.24204149842262268 (0.22624292271211743) | > loss_0: 2.6235485076904297 (2.374443843960762) | > loss_gen: 2.269822120666504 (2.446773990988731) | > loss_kl: 2.812013864517212 (2.7658681124448776) | > loss_feat: 6.654626369476318 (6.945079505443573) | > loss_mel: 15.96401596069336 (18.19170504808426) | > loss_duration: 2.3781235218048096 (2.2920259982347484) | > loss_1: 30.078601837158203 (32.64145290851593)  --> STEP: 17 | > loss_disc: 2.028059244155884 (2.3540682792663574) | > loss_disc_real_0: 0.0595126673579216 (0.139858770677272) | > loss_disc_real_1: 0.14248138666152954 (0.20356914576362162) | > loss_disc_real_2: 0.17640076577663422 (0.19861094916568084) | > loss_disc_real_3: 0.24571748077869415 (0.2741473185665467) | > loss_disc_real_4: 0.20363537967205048 (0.20896211880094864) | > loss_disc_real_5: 0.2749616801738739 (0.2291087319745737) | > loss_0: 2.028059244155884 (2.3540682792663574) | > loss_gen: 2.851318120956421 (2.470570704516242) | > loss_kl: 1.6900134086608887 (2.7025825416340545) | > loss_feat: 8.836918830871582 (7.056364171645221) | > loss_mel: 18.34537696838379 (18.20074457280776) | > loss_duration: 2.4058268070220947 (2.2987201634575336) | > loss_1: 34.12945556640625 (32.728982476627124)  --> STEP: 18 | > loss_disc: 2.113640069961548 (2.340711156527201) | > loss_disc_real_0: 0.10397891700267792 (0.1378654454731279) | > loss_disc_real_1: 0.22956708073616028 (0.2050134754843182) | > loss_disc_real_2: 0.16078057885169983 (0.19650926192601523) | > loss_disc_real_3: 0.24549932777881622 (0.27255576352278393) | > loss_disc_real_4: 0.18880219757556915 (0.20784212317731646) | > loss_disc_real_5: 0.17976507544517517 (0.22636741772294044) | > loss_0: 2.113640069961548 (2.340711156527201) | > loss_gen: 2.5297999382019043 (2.473861217498779) | > loss_kl: 2.6737875938415527 (2.700982822312249) | > loss_feat: 9.082088470458984 (7.168904410468207) | > loss_mel: 16.515806198120117 (18.107136885325115) | > loss_duration: 2.2215781211853027 (2.2944344944424095) | > loss_1: 33.0230598449707 (32.74532010820177)  --> STEP: 19 | > loss_disc: 2.2737340927124023 (2.33718604790537) | > loss_disc_real_0: 0.1654534935951233 (0.13931744800586449) | > loss_disc_real_1: 0.2171587496995926 (0.20565270044301687) | > loss_disc_real_2: 0.19924864172935486 (0.1966534398104015) | > loss_disc_real_3: 0.28352677822113037 (0.27313318534901265) | > loss_disc_real_4: 0.2234482616186142 (0.2086634988847532) | > loss_disc_real_5: 0.20572425425052643 (0.22528093543491864) | > loss_0: 2.2737340927124023 (2.33718604790537) | > loss_gen: 2.6228795051574707 (2.481704285270289) | > loss_kl: 1.8086174726486206 (2.654016224961532) | > loss_feat: 7.508272647857666 (7.1867658966466) | > loss_mel: 18.08392906188965 (18.105915420933773) | > loss_duration: 2.2988290786743164 (2.294665788349352) | > loss_1: 32.32252502441406 (32.72306773537084)  --> STEP: 20 | > loss_disc: 2.297960042953491 (2.335224747657776) | > loss_disc_real_0: 0.14816392958164215 (0.13975977208465337) | > loss_disc_real_1: 0.13921302556991577 (0.2023307166993618) | > loss_disc_real_2: 0.20176325738430023 (0.19690893068909646) | > loss_disc_real_3: 0.2690674960613251 (0.2729299008846283) | > loss_disc_real_4: 0.20264174044132233 (0.20836241096258162) | > loss_disc_real_5: 0.22589445114135742 (0.2253116112202406) | > loss_0: 2.297960042953491 (2.335224747657776) | > loss_gen: 2.4165616035461426 (2.4784471511840818) | > loss_kl: 2.0493040084838867 (2.62378061413765) | > loss_feat: 6.529005527496338 (7.153877878189087) | > loss_mel: 19.661121368408203 (18.183675718307494) | > loss_duration: 2.2882909774780273 (2.294347047805786) | > loss_1: 32.94428253173828 (32.734128475189216)  --> STEP: 21 | > loss_disc: 2.340400218963623 (2.33547119867234) | > loss_disc_real_0: 0.1017751544713974 (0.13795098076973641) | > loss_disc_real_1: 0.1937660574913025 (0.2019228757846923) | > loss_disc_real_2: 0.19233909249305725 (0.19669131934642792) | > loss_disc_real_3: 0.2163006216287613 (0.27023326853911084) | > loss_disc_real_4: 0.2154071033000946 (0.20869787250246322) | > loss_disc_real_5: 0.213115394115448 (0.22473083897715523) | > loss_0: 2.340400218963623 (2.33547119867234) | > loss_gen: 2.158949136734009 (2.4632329600197926) | > loss_kl: 1.9568452835083008 (2.592021788869586) | > loss_feat: 6.0109782218933105 (7.0994540850321455) | > loss_mel: 19.225980758666992 (18.233309291657946) | > loss_duration: 2.152757406234741 (2.2876046839214506) | > loss_1: 31.505510330200195 (32.67562284923736)  --> STEP: 22 | > loss_disc: 2.400062084197998 (2.3384071480144155) | > loss_disc_real_0: 0.08960340917110443 (0.1357533638788895) | > loss_disc_real_1: 0.1482885479927063 (0.1994849517941475) | > loss_disc_real_2: 0.2124926745891571 (0.19740956276655197) | > loss_disc_real_3: 0.25956010818481445 (0.2697481248866428) | > loss_disc_real_4: 0.23001253604888916 (0.20966672084548257) | > loss_disc_real_5: 0.2394345998764038 (0.2253991917453029) | > loss_0: 2.400062084197998 (2.3384071480144155) | > loss_gen: 2.3747639656066895 (2.4592116420919243) | > loss_kl: 2.1135268211364746 (2.57027201760899) | > loss_feat: 8.163895606994629 (7.1478377905758945) | > loss_mel: 20.09577178955078 (18.317966677925803) | > loss_duration: 2.142693519592285 (2.2810178128155796) | > loss_1: 34.89065170288086 (32.77630597894842)  --> STEP: 23 | > loss_disc: 2.493281126022339 (2.3451407992321514) | > loss_disc_real_0: 0.24697062373161316 (0.14058889691596443) | > loss_disc_real_1: 0.2508421838283539 (0.20171787492606952) | > loss_disc_real_2: 0.22147247195243835 (0.1984557762094166) | > loss_disc_real_3: 0.3181332051753998 (0.27185182402963226) | > loss_disc_real_4: 0.26183924078941345 (0.2119350912778274) | > loss_disc_real_5: 0.2868955135345459 (0.22807294486657434) | > loss_0: 2.493281126022339 (2.3451407992321514) | > loss_gen: 2.8029747009277344 (2.4741578620413076) | > loss_kl: 2.7798702716827393 (2.579384985177414) | > loss_feat: 5.698400497436523 (7.084818777830704) | > loss_mel: 17.585865020751953 (18.286136171092156) | > loss_duration: 2.287667751312256 (2.2813069405763047) | > loss_1: 31.1547794342041 (32.7058048248291)  --> STEP: 24 | > loss_disc: 2.2550628185272217 (2.3413875500361123) | > loss_disc_real_0: 0.10264153778553009 (0.13900775695219633) | > loss_disc_real_1: 0.17851631343364716 (0.20075114319721857) | > loss_disc_real_2: 0.2367800623178482 (0.20005262146393457) | > loss_disc_real_3: 0.2697165906429291 (0.27176285597185296) | > loss_disc_real_4: 0.24612446129322052 (0.2133596483618021) | > loss_disc_real_5: 0.3244006633758545 (0.232086599804461) | > loss_0: 2.2550628185272217 (2.3413875500361123) | > loss_gen: 2.9713211059570312 (2.4948729972044625) | > loss_kl: 2.2327423095703125 (2.564941540360451) | > loss_feat: 7.039829254150391 (7.082944214344025) | > loss_mel: 17.795753479003906 (18.26570355892181) | > loss_duration: 2.3565430641174316 (2.2844417790571847) | > loss_1: 32.39619064331055 (32.692904233932495)  --> STEP: 25 | > loss_disc: 2.5409860610961914 (2.3493714904785157) | > loss_disc_real_0: 0.10458731651306152 (0.13763093933463094) | > loss_disc_real_1: 0.18290846049785614 (0.20003743588924408) | > loss_disc_real_2: 0.258103609085083 (0.2023746609687805) | > loss_disc_real_3: 0.24770624935626984 (0.2708005917072296) | > loss_disc_real_4: 0.20938748121261597 (0.21320076167583465) | > loss_disc_real_5: 0.1982085108757019 (0.23073147624731064) | > loss_0: 2.5409860610961914 (2.3493714904785157) | > loss_gen: 1.9851876497268677 (2.4744855833053587) | > loss_kl: 2.165804862976074 (2.5489760732650764) | > loss_feat: 7.040689945220947 (7.081254043579102) | > loss_mel: 17.800609588623047 (18.247099800109858) | > loss_duration: 2.337247848510742 (2.286554021835327) | > loss_1: 31.329540252685547 (32.638369674682615)  --> STEP: 26 | > loss_disc: 2.2028496265411377 (2.343736034173232) | > loss_disc_real_0: 0.10825430601835251 (0.1365010688224664) | > loss_disc_real_1: 0.16647925972938538 (0.19874673680617258) | > loss_disc_real_2: 0.24326877295970917 (0.20394751142997009) | > loss_disc_real_3: 0.25377440452575684 (0.270145738354096) | > loss_disc_real_4: 0.18279172480106354 (0.2120311833344973) | > loss_disc_real_5: 0.3080090582370758 (0.2337036909392247) | > loss_0: 2.2028496265411377 (2.343736034173232) | > loss_gen: 2.8215079307556152 (2.4878325966688304) | > loss_kl: 2.4159045219421387 (2.5438579366757326) | > loss_feat: 11.120001792907715 (7.236590495476356) | > loss_mel: 20.549400329589844 (18.335649820474472) | > loss_duration: 2.3184571266174316 (2.2877810643269467) | > loss_1: 39.22526931762695 (32.891711968642014) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024979664729191707 (+9.340506333571207e-05) | > avg_loss_disc: 2.343736034173232 (-0.0462225125386162) | > avg_loss_disc_real_0: 0.1365010688224664 (+0.02009414294018194) | > avg_loss_disc_real_1: 0.19874673680617258 (+0.009184010470142723) | > avg_loss_disc_real_2: 0.20394751142997009 (-0.04789902011935526) | > avg_loss_disc_real_3: 0.270145738354096 (+0.0037024717491406234) | > avg_loss_disc_real_4: 0.2120311833344973 (-0.07119262676972607) | > avg_loss_disc_real_5: 0.2337036909392247 (-0.028622889461425632) | > avg_loss_0: 2.343736034173232 (-0.0462225125386162) | > avg_loss_gen: 2.4878325966688304 (-0.08278733491897539) | > avg_loss_kl: 2.5438579366757326 (+0.040738124113817165) | > avg_loss_feat: 7.236590495476356 (-0.7088672839678258) | > avg_loss_mel: 18.335649820474472 (-0.02037253746620138) | > avg_loss_duration: 2.2877810643269467 (-0.025719275841345812) | > avg_loss_1: 32.891711968642014 (-0.7970083676851729)  > EPOCH: 329/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:27:29)   --> TIME: 2024-06-11 05:27:32 -- STEP: 4/330 -- GLOBAL_STEP: 196575 | > loss_disc: 2.308311700820923 (2.2321037650108337) | > loss_disc_real_0: 0.07172202318906784 (0.09006881155073643) | > loss_disc_real_1: 0.18502157926559448 (0.19478650391101837) | > loss_disc_real_2: 0.2005930244922638 (0.19354891031980515) | > loss_disc_real_3: 0.2069358229637146 (0.2154332883656025) | > loss_disc_real_4: 0.19781997799873352 (0.20385930687189102) | > loss_disc_real_5: 0.2160399854183197 (0.2131977528333664) | > loss_0: 2.308311700820923 (2.2321037650108337) | > grad_norm_0: tensor(11.6998, device='cuda:0') (tensor(7.2744, device='cuda:0')) | > loss_gen: 2.538755178451538 (2.5785470604896545) | > loss_kl: 1.9344855546951294 (1.9046581983566284) | > loss_feat: 6.730601787567139 (7.201031446456909) | > loss_mel: 18.57717514038086 (18.9504337310791) | > loss_duration: 2.2167654037475586 (2.2424381971359253) | > loss_1: 31.997783660888672 (32.87710905075073) | > grad_norm_1: tensor(68.1542, device='cuda:0') (tensor(109.3570, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3599 (0.35579419136047363) | > loader_time: 0.0034 (0.0032553672790527344)  --> TIME: 2024-06-11 05:27:41 -- STEP: 29/330 -- GLOBAL_STEP: 196600 | > loss_disc: 2.298961639404297 (2.279343679033477) | > loss_disc_real_0: 0.15393079817295074 (0.10941981935295565) | > loss_disc_real_1: 0.18233445286750793 (0.19566991668322992) | > loss_disc_real_2: 0.19208142161369324 (0.210724164699686) | > loss_disc_real_3: 0.23175935447216034 (0.22244565959634452) | > loss_disc_real_4: 0.20741835236549377 (0.22094892581989026) | > loss_disc_real_5: 0.2097768485546112 (0.2145973865328164) | > loss_0: 2.298961639404297 (2.279343679033477) | > grad_norm_0: tensor(15.6036, device='cuda:0') (tensor(11.3435, device='cuda:0')) | > loss_gen: 2.6523520946502686 (2.5800867820608206) | > loss_kl: 1.6983555555343628 (1.7963665148307537) | > loss_feat: 7.5733537673950195 (7.383741510325465) | > loss_mel: 18.438859939575195 (18.62139807076289) | > loss_duration: 2.056743621826172 (2.0895710731374812) | > loss_1: 32.41966247558594 (32.471164177203995) | > grad_norm_1: tensor(54.9405, device='cuda:0') (tensor(130.7789, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3654 (0.36254060679468614) | > loader_time: 0.0036 (0.003502262049707873)  --> TIME: 2024-06-11 05:27:50 -- STEP: 54/330 -- GLOBAL_STEP: 196625 | > loss_disc: 2.408339023590088 (2.299426599785133) | > loss_disc_real_0: 0.08327485620975494 (0.11129204335587996) | > loss_disc_real_1: 0.20730729401111603 (0.19953119313275372) | > loss_disc_real_2: 0.19870448112487793 (0.2132872403771789) | > loss_disc_real_3: 0.19746707379817963 (0.2238227175893607) | > loss_disc_real_4: 0.20705419778823853 (0.21999765766991508) | > loss_disc_real_5: 0.20921911299228668 (0.21444155634553344) | > loss_0: 2.408339023590088 (2.299426599785133) | > grad_norm_0: tensor(10.7803, device='cuda:0') (tensor(17.9864, device='cuda:0')) | > loss_gen: 2.5848824977874756 (2.5646391621342413) | > loss_kl: 1.796137809753418 (1.809594021903144) | > loss_feat: 8.20120620727539 (7.3592644444218385) | > loss_mel: 19.193740844726562 (18.55650852344653) | > loss_duration: 2.0127625465393066 (2.057237205681978) | > loss_1: 33.78873062133789 (32.34724352094861) | > grad_norm_1: tensor(189.9803, device='cuda:0') (tensor(197.1104, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3473 (0.3586897805885033) | > loader_time: 0.0034 (0.0035034506409256545)  --> TIME: 2024-06-11 05:27:59 -- STEP: 79/330 -- GLOBAL_STEP: 196650 | > loss_disc: 2.1292529106140137 (2.30654500104204) | > loss_disc_real_0: 0.06685572117567062 (0.11176721567783175) | > loss_disc_real_1: 0.19725075364112854 (0.19880475367926345) | > loss_disc_real_2: 0.1936839520931244 (0.21398569775533072) | > loss_disc_real_3: 0.19186463952064514 (0.22503118122680277) | > loss_disc_real_4: 0.19710233807563782 (0.22169926083540614) | > loss_disc_real_5: 0.1992821991443634 (0.21487185170378867) | > loss_0: 2.1292529106140137 (2.30654500104204) | > grad_norm_0: tensor(26.9025, device='cuda:0') (tensor(21.1318, device='cuda:0')) | > loss_gen: 2.663480281829834 (2.561432781098764) | > loss_kl: 1.6355732679367065 (1.8330554222758813) | > loss_feat: 8.43350601196289 (7.38233405125292) | > loss_mel: 18.208534240722656 (18.534024661100357) | > loss_duration: 1.9890787601470947 (2.0445963536636738) | > loss_1: 32.93017578125 (32.355443423307385) | > grad_norm_1: tensor(484.8067, device='cuda:0') (tensor(240.7448, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3658 (0.35810375213623047) | > loader_time: 0.0037 (0.00355908236926115)  --> TIME: 2024-06-11 05:28:08 -- STEP: 104/330 -- GLOBAL_STEP: 196675 | > loss_disc: 2.2191057205200195 (2.305934335176761) | > loss_disc_real_0: 0.11042178422212601 (0.11145388338571557) | > loss_disc_real_1: 0.15823768079280853 (0.1991292377217458) | > loss_disc_real_2: 0.1931074559688568 (0.21364386666279572) | > loss_disc_real_3: 0.24039596319198608 (0.22563492907927588) | > loss_disc_real_4: 0.2290695458650589 (0.22197632520244673) | > loss_disc_real_5: 0.2119709700345993 (0.21457521359507853) | > loss_0: 2.2191057205200195 (2.305934335176761) | > grad_norm_0: tensor(4.6936, device='cuda:0') (tensor(23.1155, device='cuda:0')) | > loss_gen: 2.9592204093933105 (2.5659964176324697) | > loss_kl: 1.8787997961044312 (1.8381101053494673) | > loss_feat: 7.984154224395752 (7.359194879348461) | > loss_mel: 18.614604949951172 (18.500201060221745) | > loss_duration: 2.0689473152160645 (2.042957880176031) | > loss_1: 33.5057258605957 (32.30646045391375) | > grad_norm_1: tensor(524.1713, device='cuda:0') (tensor(266.9274, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.365 (0.3587971581862523) | > loader_time: 0.004 (0.003616520991692176)  --> TIME: 2024-06-11 05:28:18 -- STEP: 129/330 -- GLOBAL_STEP: 196700 | > loss_disc: 2.111567974090576 (2.3078676157219467) | > loss_disc_real_0: 0.09553910046815872 (0.11076867410032325) | > loss_disc_real_1: 0.16636793315410614 (0.19901877884254898) | > loss_disc_real_2: 0.2315535843372345 (0.2143658825824427) | > loss_disc_real_3: 0.229669451713562 (0.22686222773189693) | > loss_disc_real_4: 0.18608859181404114 (0.22282395344371944) | > loss_disc_real_5: 0.23150865733623505 (0.21402686626412148) | > loss_0: 2.111567974090576 (2.3078676157219467) | > grad_norm_0: tensor(22.2681, device='cuda:0') (tensor(23.4373, device='cuda:0')) | > loss_gen: 3.0389246940612793 (2.5888987585555676) | > loss_kl: 1.7909969091415405 (1.8472609270450682) | > loss_feat: 7.7706732749938965 (7.395774220311364) | > loss_mel: 19.022705078125 (18.45842485649641) | > loss_duration: 2.0293543338775635 (2.0429206920224585) | > loss_1: 33.65265655517578 (32.33327958750171) | > grad_norm_1: tensor(448.9117, device='cuda:0') (tensor(270.6257, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3766 (0.3613742229550384) | > loader_time: 0.0048 (0.0037405343018760977)  --> TIME: 2024-06-11 05:28:28 -- STEP: 154/330 -- GLOBAL_STEP: 196725 | > loss_disc: 2.312739133834839 (2.3151096121057293) | > loss_disc_real_0: 0.08632725477218628 (0.1110504325479269) | > loss_disc_real_1: 0.15834417939186096 (0.19946409249073502) | > loss_disc_real_2: 0.21559588611125946 (0.21444615518504923) | > loss_disc_real_3: 0.22322238981723785 (0.22601947439955428) | > loss_disc_real_4: 0.21587993204593658 (0.22223947071409844) | > loss_disc_real_5: 0.18310728669166565 (0.21411154574000996) | > loss_0: 2.312739133834839 (2.3151096121057293) | > grad_norm_0: tensor(21.3960, device='cuda:0') (tensor(23.0883, device='cuda:0')) | > loss_gen: 2.4840774536132812 (2.5730471812285383) | > loss_kl: 1.9776843786239624 (1.8501049342093525) | > loss_feat: 7.753276348114014 (7.363833634884326) | > loss_mel: 18.35718536376953 (18.46078731487324) | > loss_duration: 2.0528202056884766 (2.044136528070872) | > loss_1: 32.62504577636719 (32.29190972563508) | > grad_norm_1: tensor(171.9326, device='cuda:0') (tensor(258.1544, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3927 (0.36464485255154694) | > loader_time: 0.007 (0.003910125075996696)  --> TIME: 2024-06-11 05:28:38 -- STEP: 179/330 -- GLOBAL_STEP: 196750 | > loss_disc: 2.2851967811584473 (2.3118032503394446) | > loss_disc_real_0: 0.12684161961078644 (0.11143098940146702) | > loss_disc_real_1: 0.2011055052280426 (0.19935815069595528) | > loss_disc_real_2: 0.21498656272888184 (0.2142996456702994) | > loss_disc_real_3: 0.23065659403800964 (0.22604576077874147) | > loss_disc_real_4: 0.23795942962169647 (0.2231763556349877) | > loss_disc_real_5: 0.21262596547603607 (0.21442626749670043) | > loss_0: 2.2851967811584473 (2.3118032503394446) | > grad_norm_0: tensor(35.5791, device='cuda:0') (tensor(22.7829, device='cuda:0')) | > loss_gen: 2.7338316440582275 (2.5778305104324946) | > loss_kl: 1.964025855064392 (1.8562951427598235) | > loss_feat: 7.529160499572754 (7.385726403923674) | > loss_mel: 18.19477081298828 (18.43285841915194) | > loss_duration: 2.097196102142334 (2.0500946251373735) | > loss_1: 32.518985748291016 (32.3028052026333) | > grad_norm_1: tensor(528.7005, device='cuda:0') (tensor(260.1242, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.3873 (0.3701899064985732) | > loader_time: 0.0045 (0.003977304064361742)  --> TIME: 2024-06-11 05:28:48 -- STEP: 204/330 -- GLOBAL_STEP: 196775 | > loss_disc: 2.459167718887329 (2.3184340502701577) | > loss_disc_real_0: 0.2149837613105774 (0.11366092751496563) | > loss_disc_real_1: 0.18011848628520966 (0.19975336904034896) | > loss_disc_real_2: 0.20194192230701447 (0.21481097752557082) | > loss_disc_real_3: 0.2362968921661377 (0.22689046827601453) | > loss_disc_real_4: 0.239996999502182 (0.22335856079178698) | > loss_disc_real_5: 0.21214991807937622 (0.2143431622169766) | > loss_0: 2.459167718887329 (2.3184340502701577) | > grad_norm_0: tensor(47.7721, device='cuda:0') (tensor(24.1062, device='cuda:0')) | > loss_gen: 2.623659133911133 (2.5718520318760585) | > loss_kl: 2.008289098739624 (1.8628890859145741) | > loss_feat: 8.497149467468262 (7.369590892511256) | > loss_mel: 18.22132110595703 (18.402146788204412) | > loss_duration: 2.04962158203125 (2.056937553718981) | > loss_1: 33.40003967285156 (32.26341642117967) | > grad_norm_1: tensor(316.2853, device='cuda:0') (tensor(275.7722, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.4002 (0.3736083180296653) | > loader_time: 0.0047 (0.004093876072004728)  --> TIME: 2024-06-11 05:28:59 -- STEP: 229/330 -- GLOBAL_STEP: 196800 | > loss_disc: 2.255007743835449 (2.318348192231626) | > loss_disc_real_0: 0.0772622600197792 (0.11361384530059636) | > loss_disc_real_1: 0.17521870136260986 (0.19971606987792853) | > loss_disc_real_2: 0.23992498219013214 (0.21512879040824273) | > loss_disc_real_3: 0.2060125321149826 (0.22675570240447615) | > loss_disc_real_4: 0.1941450983285904 (0.22303918778375767) | > loss_disc_real_5: 0.18214116990566254 (0.21417742030589343) | > loss_0: 2.255007743835449 (2.318348192231626) | > grad_norm_0: tensor(23.6861, device='cuda:0') (tensor(25.3812, device='cuda:0')) | > loss_gen: 2.578768014907837 (2.5739877171912044) | > loss_kl: 1.9842000007629395 (1.8702953710306156) | > loss_feat: 7.568477153778076 (7.361997069229726) | > loss_mel: 18.536169052124023 (18.358422000335278) | > loss_duration: 2.154439687728882 (2.0648267138993406) | > loss_1: 32.822052001953125 (32.22952896018217) | > grad_norm_1: tensor(459.8705, device='cuda:0') (tensor(289.0958, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.404 (0.3769583337692193) | > loader_time: 0.0054 (0.004210044202846209)  --> TIME: 2024-06-11 05:29:09 -- STEP: 254/330 -- GLOBAL_STEP: 196825 | > loss_disc: 2.2355079650878906 (2.3187353845656404) | > loss_disc_real_0: 0.12608355283737183 (0.11463316056261381) | > loss_disc_real_1: 0.20862993597984314 (0.1999003991015314) | > loss_disc_real_2: 0.2436717450618744 (0.2150251796161096) | > loss_disc_real_3: 0.2152371108531952 (0.22702858027980083) | > loss_disc_real_4: 0.24618114531040192 (0.22342245773536953) | > loss_disc_real_5: 0.21589486300945282 (0.21433529351639938) | > loss_0: 2.2355079650878906 (2.3187353845656404) | > grad_norm_0: tensor(39.0357, device='cuda:0') (tensor(27.0511, device='cuda:0')) | > loss_gen: 2.658440589904785 (2.5729617631341526) | > loss_kl: 1.9098843336105347 (1.869568507502398) | > loss_feat: 8.336602210998535 (7.36328894697775) | > loss_mel: 18.45047950744629 (18.332401268125505) | > loss_duration: 2.0911850929260254 (2.071288474432129) | > loss_1: 33.44659423828125 (32.20950902353123) | > grad_norm_1: tensor(619.3513, device='cuda:0') (tensor(303.9185, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.4336 (0.38127598800058426) | > loader_time: 0.0054 (0.004337223496024063)  --> TIME: 2024-06-11 05:29:21 -- STEP: 279/330 -- GLOBAL_STEP: 196850 | > loss_disc: 2.2496893405914307 (2.3186348706590674) | > loss_disc_real_0: 0.07804390043020248 (0.11443722273446753) | > loss_disc_real_1: 0.2415931224822998 (0.20007634526085252) | > loss_disc_real_2: 0.21469774842262268 (0.21491150718222382) | > loss_disc_real_3: 0.2180243581533432 (0.22676717225582368) | > loss_disc_real_4: 0.19746878743171692 (0.2231577046242239) | > loss_disc_real_5: 0.17424318194389343 (0.2143496953778797) | > loss_0: 2.2496893405914307 (2.3186348706590674) | > grad_norm_0: tensor(20.9729, device='cuda:0') (tensor(27.9854, device='cuda:0')) | > loss_gen: 2.784182071685791 (2.5683502501484305) | > loss_kl: 1.855077862739563 (1.872115270211278) | > loss_feat: 8.807663917541504 (7.371278479107819) | > loss_mel: 17.781723022460938 (18.283662700311243) | > loss_duration: 2.147916316986084 (2.0796529781006594) | > loss_1: 33.376564025878906 (32.175059745815936) | > grad_norm_1: tensor(492.6124, device='cuda:0') (tensor(318.6628, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.4365 (0.38715277179594954) | > loader_time: 0.0066 (0.004501345337078134)  --> TIME: 2024-06-11 05:29:33 -- STEP: 304/330 -- GLOBAL_STEP: 196875 | > loss_disc: 2.5521042346954346 (2.3208304078955413) | > loss_disc_real_0: 0.21563775837421417 (0.11609770184823949) | > loss_disc_real_1: 0.2590625584125519 (0.2002249430178811) | > loss_disc_real_2: 0.239159494638443 (0.21486053552086415) | > loss_disc_real_3: 0.2654755711555481 (0.2266756383898227) | > loss_disc_real_4: 0.24771514534950256 (0.22317016149233831) | > loss_disc_real_5: 0.2736489474773407 (0.2144592384758749) | > loss_0: 2.5521042346954346 (2.3208304078955413) | > grad_norm_0: tensor(24.0293, device='cuda:0') (tensor(30.2095, device='cuda:0')) | > loss_gen: 2.5326788425445557 (2.5709923215602575) | > loss_kl: 2.0286242961883545 (1.8755800798535347) | > loss_feat: 8.728734016418457 (7.393023205430884) | > loss_mel: 17.899612426757812 (18.24651024216099) | > loss_duration: 2.235628604888916 (2.0896213435028756) | > loss_1: 33.42527770996094 (32.17572725446602) | > grad_norm_1: tensor(551.3096, device='cuda:0') (tensor(330.1739, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.4974 (0.3940528999817999) | > loader_time: 0.0072 (0.004710577820476733)  --> TIME: 2024-06-11 05:30:02 -- STEP: 329/330 -- GLOBAL_STEP: 196900 | > loss_disc: 2.2352662086486816 (2.3238302335188386) | > loss_disc_real_0: 0.1024639755487442 (0.11687274813923793) | > loss_disc_real_1: 0.11515465378761292 (0.20083256310423814) | > loss_disc_real_2: 0.17069938778877258 (0.21482127932067338) | > loss_disc_real_3: 0.21896690130233765 (0.22655495720431434) | > loss_disc_real_4: 0.12637093663215637 (0.22307848010925538) | > loss_disc_real_5: 0.18973706662654877 (0.214764548290102) | > loss_0: 2.2352662086486816 (2.3238302335188386) | > grad_norm_0: tensor(20.6498, device='cuda:0') (tensor(31.0527, device='cuda:0')) | > loss_gen: 2.852982521057129 (2.571482060528092) | > loss_kl: 2.1127777099609375 (1.881848247942591) | > loss_feat: 12.664182662963867 (7.498631719397919) | > loss_mel: 19.856752395629883 (18.2214933470752) | > loss_duration: 2.267430305480957 (2.1032279686362565) | > loss_1: 39.75412368774414 (32.27668338995936) | > grad_norm_1: tensor(639.5444, device='cuda:0') (tensor(334.9106, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 15.4837 (0.4533427196433117) | > loader_time: 0.0338 (0.005200867232580679)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2522199153900146 (2.2522199153900146) | > loss_disc_real_0: 0.08621244877576828 (0.08621244877576828) | > loss_disc_real_1: 0.20066384971141815 (0.20066384971141815) | > loss_disc_real_2: 0.2485285848379135 (0.2485285848379135) | > loss_disc_real_3: 0.2877029776573181 (0.2877029776573181) | > loss_disc_real_4: 0.21476316452026367 (0.21476316452026367) | > loss_disc_real_5: 0.2479139119386673 (0.2479139119386673) | > loss_0: 2.2522199153900146 (2.2522199153900146) | > loss_gen: 2.7590582370758057 (2.7590582370758057) | > loss_kl: 1.392562985420227 (1.392562985420227) | > loss_feat: 7.390608310699463 (7.390608310699463) | > loss_mel: 18.35718536376953 (18.35718536376953) | > loss_duration: 2.853550434112549 (2.853550434112549) | > loss_1: 32.752967834472656 (32.752967834472656)  --> STEP: 1 | > loss_disc: 2.2759714126586914 (2.2759714126586914) | > loss_disc_real_0: 0.0918579027056694 (0.0918579027056694) | > loss_disc_real_1: 0.1565438061952591 (0.1565438061952591) | > loss_disc_real_2: 0.19494692981243134 (0.19494692981243134) | > loss_disc_real_3: 0.19923266768455505 (0.19923266768455505) | > loss_disc_real_4: 0.28082314133644104 (0.28082314133644104) | > loss_disc_real_5: 0.3420652151107788 (0.3420652151107788) | > loss_0: 2.2759714126586914 (2.2759714126586914) | > loss_gen: 2.5606541633605957 (2.5606541633605957) | > loss_kl: 2.5011966228485107 (2.5011966228485107) | > loss_feat: 6.517310619354248 (6.517310619354248) | > loss_mel: 19.399169921875 (19.399169921875) | > loss_duration: 2.3564999103546143 (2.3564999103546143) | > loss_1: 33.33483123779297 (33.33483123779297)  --> STEP: 2 | > loss_disc: 2.3095309734344482 (2.29275119304657) | > loss_disc_real_0: 0.14383602142333984 (0.11784696206450462) | > loss_disc_real_1: 0.3154866695404053 (0.23601523786783218) | > loss_disc_real_2: 0.22858287394046783 (0.21176490187644958) | > loss_disc_real_3: 0.24911999702453613 (0.2241763323545456) | > loss_disc_real_4: 0.23296403884887695 (0.256893590092659) | > loss_disc_real_5: 0.15969492495059967 (0.25088007003068924) | > loss_0: 2.3095309734344482 (2.29275119304657) | > loss_gen: 2.6046407222747803 (2.582647442817688) | > loss_kl: 3.4093620777130127 (2.9552793502807617) | > loss_feat: 5.999440670013428 (6.258375644683838) | > loss_mel: 18.8240966796875 (19.11163330078125) | > loss_duration: 2.4610910415649414 (2.408795475959778) | > loss_1: 33.29862976074219 (33.31673049926758)  --> STEP: 3 | > loss_disc: 2.57094144821167 (2.385481278101603) | > loss_disc_real_0: 0.13919484615325928 (0.12496292342742284) | > loss_disc_real_1: 0.24210095405578613 (0.2380438099304835) | > loss_disc_real_2: 0.2619846761226654 (0.2285048266251882) | > loss_disc_real_3: 0.25483793020248413 (0.23439686497052512) | > loss_disc_real_4: 0.14280177652835846 (0.2188629855712255) | > loss_disc_real_5: 0.21457912027835846 (0.23877975344657898) | > loss_0: 2.57094144821167 (2.385481278101603) | > loss_gen: 2.234647750854492 (2.4666475454966226) | > loss_kl: 2.8330461978912354 (2.9145349661509194) | > loss_feat: 6.727155685424805 (6.41463565826416) | > loss_mel: 16.186674118041992 (18.136646906534832) | > loss_duration: 2.284139633178711 (2.367243528366089) | > loss_1: 30.265663146972656 (32.2997080485026)  --> STEP: 4 | > loss_disc: 2.184082269668579 (2.335131525993347) | > loss_disc_real_0: 0.12315285205841064 (0.12451040558516979) | > loss_disc_real_1: 0.2507404386997223 (0.2412179671227932) | > loss_disc_real_2: 0.3055022954940796 (0.24775419384241104) | > loss_disc_real_3: 0.28639355301856995 (0.24739603698253632) | > loss_disc_real_4: 0.17408210039138794 (0.2076677642762661) | > loss_disc_real_5: 0.20394782721996307 (0.230071771889925) | > loss_0: 2.184082269668579 (2.335131525993347) | > loss_gen: 2.823509454727173 (2.5558630228042603) | > loss_kl: 2.9269092082977295 (2.917628526687622) | > loss_feat: 8.276692390441895 (6.880149841308594) | > loss_mel: 19.715816497802734 (18.531439304351807) | > loss_duration: 2.2763583660125732 (2.34452223777771) | > loss_1: 36.019287109375 (33.2296028137207)  --> STEP: 5 | > loss_disc: 2.3358495235443115 (2.33527512550354) | > loss_disc_real_0: 0.11572597920894623 (0.12275352030992508) | > loss_disc_real_1: 0.261344313621521 (0.24524323642253876) | > loss_disc_real_2: 0.22373051941394806 (0.24294945895671843) | > loss_disc_real_3: 0.27482566237449646 (0.25288196206092833) | > loss_disc_real_4: 0.19629955291748047 (0.20539412200450896) | > loss_disc_real_5: 0.20837944746017456 (0.22573330700397493) | > loss_0: 2.3358495235443115 (2.33527512550354) | > loss_gen: 2.749811887741089 (2.594652795791626) | > loss_kl: 1.8164106607437134 (2.6973849534988403) | > loss_feat: 6.597766876220703 (6.823673248291016) | > loss_mel: 19.931856155395508 (18.811522674560546) | > loss_duration: 2.3527345657348633 (2.3461647033691406) | > loss_1: 33.44858169555664 (33.27339859008789)  --> STEP: 6 | > loss_disc: 2.5732319355010986 (2.3749345938364663) | > loss_disc_real_0: 0.07927793264389038 (0.11550758903225262) | > loss_disc_real_1: 0.20964385569095612 (0.2393100063006083) | > loss_disc_real_2: 0.24825134873390198 (0.2438331072529157) | > loss_disc_real_3: 0.3185442388057709 (0.2638256748517354) | > loss_disc_real_4: 0.233015239238739 (0.2099976415435473) | > loss_disc_real_5: 0.2119511216878891 (0.2234362761179606) | > loss_0: 2.5732319355010986 (2.3749345938364663) | > loss_gen: 2.208674430847168 (2.530323068300883) | > loss_kl: 3.173093795776367 (2.776669760545095) | > loss_feat: 5.475167751312256 (6.598922332127889) | > loss_mel: 20.242305755615234 (19.049986521402996) | > loss_duration: 2.1689939498901367 (2.316636244455973) | > loss_1: 33.26823806762695 (33.27253850301107)  --> STEP: 7 | > loss_disc: 2.0913374423980713 (2.334420715059553) | > loss_disc_real_0: 0.064710333943367 (0.10825083830526896) | > loss_disc_real_1: 0.22932685911655426 (0.23788384241717203) | > loss_disc_real_2: 0.2723187804222107 (0.24790248913424356) | > loss_disc_real_3: 0.20536965131759644 (0.2554748143468584) | > loss_disc_real_4: 0.14348888397216797 (0.2004963904619217) | > loss_disc_real_5: 0.15091417729854584 (0.21307597628661565) | > loss_0: 2.0913374423980713 (2.334420715059553) | > loss_gen: 2.7527077198028564 (2.5620923042297363) | > loss_kl: 3.7563998699188232 (2.916631204741342) | > loss_feat: 8.761550903320312 (6.907869270869663) | > loss_mel: 20.939790725708008 (19.319958550589426) | > loss_duration: 2.556347370147705 (2.3508806909833635) | > loss_1: 38.76679611206055 (34.05743244716099)  --> STEP: 8 | > loss_disc: 2.4096322059631348 (2.3438221514225006) | > loss_disc_real_0: 0.1780678927898407 (0.11697797011584044) | > loss_disc_real_1: 0.23581217229366302 (0.2376248836517334) | > loss_disc_real_2: 0.18249423801898956 (0.2397264577448368) | > loss_disc_real_3: 0.21409235894680023 (0.25030200742185116) | > loss_disc_real_4: 0.13634806871414185 (0.1924778502434492) | > loss_disc_real_5: 0.14832861721515656 (0.20498255640268326) | > loss_0: 2.4096322059631348 (2.3438221514225006) | > loss_gen: 2.130236864089966 (2.508110374212265) | > loss_kl: 2.572357177734375 (2.873596951365471) | > loss_feat: 6.388185977935791 (6.84290885925293) | > loss_mel: 17.386445999145508 (19.078269481658936) | > loss_duration: 2.1667442321777344 (2.32786363363266) | > loss_1: 30.643970489501953 (33.63074970245361)  --> STEP: 9 | > loss_disc: 2.1154046058654785 (2.318442424138387) | > loss_disc_real_0: 0.14401482045650482 (0.11998206459813648) | > loss_disc_real_1: 0.2108524739742279 (0.2346501714653439) | > loss_disc_real_2: 0.240138977766037 (0.23977229330274794) | > loss_disc_real_3: 0.2908216416835785 (0.25480418900648755) | > loss_disc_real_4: 0.171316996216774 (0.1901266442404853) | > loss_disc_real_5: 0.2153996080160141 (0.20614000658194223) | > loss_0: 2.1154046058654785 (2.318442424138387) | > loss_gen: 3.0041329860687256 (2.5632239977518716) | > loss_kl: 2.182053565979004 (2.7967587974336414) | > loss_feat: 9.346153259277344 (7.121047125922309) | > loss_mel: 20.823135375976562 (19.27214346991645) | > loss_duration: 2.1535251140594482 (2.3084926870134144) | > loss_1: 37.50899887084961 (34.06166627671983)  --> STEP: 10 | > loss_disc: 2.0830142498016357 (2.294899606704712) | > loss_disc_real_0: 0.14687605202198029 (0.12267146334052086) | > loss_disc_real_1: 0.26441845297813416 (0.23762699961662292) | > loss_disc_real_2: 0.2421201914548874 (0.24000708311796187) | > loss_disc_real_3: 0.192075714468956 (0.24853134155273438) | > loss_disc_real_4: 0.1946955770254135 (0.1905835375189781) | > loss_disc_real_5: 0.2076350748538971 (0.20628951340913773) | > loss_0: 2.0830142498016357 (2.294899606704712) | > loss_gen: 3.043109893798828 (2.6112125873565675) | > loss_kl: 1.9929395914077759 (2.7163768768310548) | > loss_feat: 7.829089641571045 (7.191851377487183) | > loss_mel: 18.733963012695312 (19.218325424194337) | > loss_duration: 2.3570406436920166 (2.3133474826812743) | > loss_1: 33.95614242553711 (34.05111389160156)  --> STEP: 11 | > loss_disc: 2.1531927585601807 (2.2820171659643) | > loss_disc_real_0: 0.16372987627983093 (0.1264040463350036) | > loss_disc_real_1: 0.11185108125209808 (0.22619282521984793) | > loss_disc_real_2: 0.1502789855003357 (0.23184998333454132) | > loss_disc_real_3: 0.2261238545179367 (0.2464942972768437) | > loss_disc_real_4: 0.17444190382957458 (0.18911611627448688) | > loss_disc_real_5: 0.2545575201511383 (0.21067751402204687) | > loss_0: 2.1531927585601807 (2.2820171659643) | > loss_gen: 2.4988179206848145 (2.600994890386408) | > loss_kl: 2.522369623184204 (2.69873985377225) | > loss_feat: 8.524957656860352 (7.313042857430198) | > loss_mel: 19.20772361755371 (19.217361623590644) | > loss_duration: 2.388652801513672 (2.320193420756947) | > loss_1: 35.142520904541016 (34.150332710959695)  --> STEP: 12 | > loss_disc: 2.6911988258361816 (2.3161156376202903) | > loss_disc_real_0: 0.10660871863365173 (0.12475443569322427) | > loss_disc_real_1: 0.1733587384223938 (0.22178998465339342) | > loss_disc_real_2: 0.2021341323852539 (0.2293736624221007) | > loss_disc_real_3: 0.25283509492874146 (0.2470226970811685) | > loss_disc_real_4: 0.19572713971138 (0.18966703489422798) | > loss_disc_real_5: 0.19413360953330994 (0.20929885531465212) | > loss_0: 2.6911988258361816 (2.3161156376202903) | > loss_gen: 1.992324709892273 (2.55027237534523) | > loss_kl: 2.0803728103637695 (2.6472092668215432) | > loss_feat: 6.843448162078857 (7.27390996615092) | > loss_mel: 18.135404586791992 (19.127198537190758) | > loss_duration: 2.251560688018799 (2.314474026362101) | > loss_1: 31.303110122680664 (33.91306416193644)  --> STEP: 13 | > loss_disc: 2.397895336151123 (2.3224063836611233) | > loss_disc_real_0: 0.11025023460388184 (0.12363872791712101) | > loss_disc_real_1: 0.2957157492637634 (0.2274765819311142) | > loss_disc_real_2: 0.25589820742607117 (0.23141401203779075) | > loss_disc_real_3: 0.2672918438911438 (0.24858186222039735) | > loss_disc_real_4: 0.18437393009662628 (0.18925987298672015) | > loss_disc_real_5: 0.2634855806827545 (0.2134670649583523) | > loss_0: 2.397895336151123 (2.3224063836611233) | > loss_gen: 2.5259931087493896 (2.5484047394532423) | > loss_kl: 2.5746779441833496 (2.641629934310913) | > loss_feat: 4.722134113311768 (7.077619515932524) | > loss_mel: 16.46757698059082 (18.922612263606148) | > loss_duration: 2.1560182571411133 (2.30228512103741) | > loss_1: 28.446399688720703 (33.49255151015062)  --> STEP: 14 | > loss_disc: 2.398714542388916 (2.3278569664273943) | > loss_disc_real_0: 0.1768304854631424 (0.12743813917040825) | > loss_disc_real_1: 0.21988533437252045 (0.22693434996264322) | > loss_disc_real_2: 0.21105565130710602 (0.2299598434141704) | > loss_disc_real_3: 0.31304845213890076 (0.2531866186431476) | > loss_disc_real_4: 0.22114476561546326 (0.19153736531734467) | > loss_disc_real_5: 0.2520853579044342 (0.21622551445450103) | > loss_0: 2.398714542388916 (2.3278569664273943) | > loss_gen: 2.8865103721618652 (2.5725551417895725) | > loss_kl: 2.946746587753296 (2.663423980985369) | > loss_feat: 7.820643901824951 (7.130692686353411) | > loss_mel: 20.8582820892334 (19.060874394008092) | > loss_duration: 2.352515697479248 (2.305873019354684) | > loss_1: 36.86469650268555 (33.7334190096174)  --> STEP: 15 | > loss_disc: 2.319390296936035 (2.327292521794637) | > loss_disc_real_0: 0.14924493432044983 (0.12889192551374434) | > loss_disc_real_1: 0.2739800214767456 (0.23007072806358336) | > loss_disc_real_2: 0.21333825588226318 (0.2288517375787099) | > loss_disc_real_3: 0.3791190981864929 (0.26158211727937064) | > loss_disc_real_4: 0.16533304750919342 (0.18979041079680126) | > loss_disc_real_5: 0.23463203012943268 (0.21745261549949646) | > loss_0: 2.319390296936035 (2.327292521794637) | > loss_gen: 2.888286828994751 (2.5936039209365847) | > loss_kl: 2.94643235206604 (2.68229120572408) | > loss_feat: 9.57522964477539 (7.293661816914876) | > loss_mel: 18.624483108520508 (19.03178164164225) | > loss_duration: 2.301669120788574 (2.3055927594502768) | > loss_1: 36.33610153198242 (33.90693117777507)  --> STEP: 16 | > loss_disc: 2.616812229156494 (2.345387503504753) | > loss_disc_real_0: 0.18205998837947845 (0.13221492944285274) | > loss_disc_real_1: 0.24018822610378265 (0.23070307169109583) | > loss_disc_real_2: 0.2514649033546448 (0.23026506043970585) | > loss_disc_real_3: 0.24821792542934418 (0.260746855288744) | > loss_disc_real_4: 0.19629524648189545 (0.19019696302711964) | > loss_disc_real_5: 0.2641908824443817 (0.2203737571835518) | > loss_0: 2.616812229156494 (2.345387503504753) | > loss_gen: 2.3858389854431152 (2.5806186124682426) | > loss_kl: 2.9313619136810303 (2.6978581249713898) | > loss_feat: 7.397585391998291 (7.30015704035759) | > loss_mel: 18.727079391479492 (19.01273775100708) | > loss_duration: 2.2839250564575195 (2.3042385280132294) | > loss_1: 33.725791931152344 (33.89560997486115)  --> STEP: 17 | > loss_disc: 2.533200263977051 (2.3564353129443) | > loss_disc_real_0: 0.13657431304454803 (0.13247136377236424) | > loss_disc_real_1: 0.29984530806541443 (0.23477026206605575) | > loss_disc_real_2: 0.30878251791000366 (0.2348837344085469) | > loss_disc_real_3: 0.2716503441333771 (0.2613882369854871) | > loss_disc_real_4: 0.2270500212907791 (0.1923647899838055) | > loss_disc_real_5: 0.25468194484710693 (0.22239188586964326) | > loss_0: 2.533200263977051 (2.3564353129443) | > loss_gen: 2.522108793258667 (2.5771768583970913) | > loss_kl: 1.9922767877578735 (2.656353340429418) | > loss_feat: 5.764571189880371 (7.209828460917754) | > loss_mel: 17.976634979248047 (18.9517905291389) | > loss_duration: 2.3843281269073486 (2.308949680889354) | > loss_1: 30.63991928100586 (33.704098757575544)  --> STEP: 18 | > loss_disc: 2.7021656036376953 (2.3756425513161554) | > loss_disc_real_0: 0.20160219073295593 (0.13631196527017486) | > loss_disc_real_1: 0.08358381688594818 (0.22637101511160532) | > loss_disc_real_2: 0.25175634026527405 (0.2358211014005873) | > loss_disc_real_3: 0.26628679037094116 (0.2616603788402345) | > loss_disc_real_4: 0.22011618316173553 (0.19390653404924604) | > loss_disc_real_5: 0.22772611677646637 (0.22268823203113344) | > loss_0: 2.7021656036376953 (2.3756425513161554) | > 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loss_disc_real_2: 0.15743713080883026 (0.23553012311458588) | > loss_disc_real_3: 0.1971081793308258 (0.24922806972807107) | > loss_disc_real_4: 0.14927920699119568 (0.18708849291909824) | > loss_disc_real_5: 0.1490839421749115 (0.21682858128439297) | > loss_0: 2.1015191078186035 (2.3560153896158393) | > loss_gen: 2.753445863723755 (2.539771789854223) | > loss_kl: 1.727929949760437 (2.5445317463441333) | > loss_feat: 10.730958938598633 (7.339386159723455) | > loss_mel: 21.520885467529297 (19.12199844013561) | > loss_duration: 2.1719493865966797 (2.2928796898234975) | > loss_1: 38.90516662597656 (33.83856747367167)  --> STEP: 23 | > loss_disc: 2.4520132541656494 (2.360189209813657) | > loss_disc_real_0: 0.1735302060842514 (0.13732958099116446) | > loss_disc_real_1: 0.2453014999628067 (0.22833937341752258) | > loss_disc_real_2: 0.2966168224811554 (0.2381860665653063) | > loss_disc_real_3: 0.31173965334892273 (0.2519459646681081) | > loss_disc_real_4: 0.16849909722805023 (0.1862802583238353) | > loss_disc_real_5: 0.2978495657444 (0.22035123278265414) | > loss_0: 2.4520132541656494 (2.360189209813657) | > loss_gen: 2.5878660678863525 (2.5418628454208374) | > loss_kl: 2.4179911613464355 (2.539029981779016) | > loss_feat: 5.984269618988037 (7.280468049256698) | > loss_mel: 17.708377838134766 (19.060536674831223) | > loss_duration: 2.2917089462280273 (2.292828787928042) | > loss_1: 30.990211486816406 (33.71472590902579)  --> STEP: 24 | > loss_disc: 2.520867347717285 (2.3668841322263083) | > loss_disc_real_0: 0.19606955349445343 (0.13977707984546817) | > loss_disc_real_1: 0.3002777695655823 (0.2313368065903584) | > loss_disc_real_2: 0.24507668614387512 (0.23847317571441332) | > loss_disc_real_3: 0.2426350712776184 (0.2515580107768377) | > loss_disc_real_4: 0.2321431189775467 (0.18819121085107327) | > loss_disc_real_5: 0.3338017463684082 (0.22507833751539388) | > loss_0: 2.520867347717285 (2.3668841322263083) | > loss_gen: 2.666940689086914 (2.5470744222402573) | > loss_kl: 2.653707981109619 (2.543808231751125) | > loss_feat: 6.285185813903809 (7.238997956116994) | > loss_mel: 18.26154327392578 (19.027245283126828) | > loss_duration: 2.3965682983398438 (2.2971512675285335) | > loss_1: 32.263946533203125 (33.65427676836651)  --> STEP: 25 | > loss_disc: 2.783858060836792 (2.3835630893707274) | > loss_disc_real_0: 0.15188834071159363 (0.14026153028011318) | > loss_disc_real_1: 0.2843132019042969 (0.23345586240291596) | > loss_disc_real_2: 0.2836856245994568 (0.24028167366981507) | > loss_disc_real_3: 0.29616546630859375 (0.25334230899810795) | > loss_disc_real_4: 0.1575850397348404 (0.18696696400642396) | > loss_disc_real_5: 0.32425856590270996 (0.22904554665088653) | > loss_0: 2.783858060836792 (2.3835630893707274) | > loss_gen: 2.353440046310425 (2.539329047203064) | > loss_kl: 2.8068668842315674 (2.5543305778503425) | > loss_feat: 6.659514904022217 (7.215818634033203) | > loss_mel: 16.852964401245117 (18.94027404785156) | > loss_duration: 2.3279521465301514 (2.298383302688598) | > loss_1: 31.0007381439209 (33.548135223388684)  --> STEP: 26 | > loss_disc: 1.9560233354568481 (2.3671192526817317) | > loss_disc_real_0: 0.036880895495414734 (0.13628535201916325) | > loss_disc_real_1: 0.09598583728075027 (0.22816855374437112) | > loss_disc_real_2: 0.07354198396205902 (0.23386860868105522) | > loss_disc_real_3: 0.10841114073991776 (0.24776803329586986) | > loss_disc_real_4: 0.12355943769216537 (0.18452821299433708) | > loss_disc_real_5: 0.06333297491073608 (0.22267198619934228) | > loss_0: 1.9560233354568481 (2.3671192526817317) | > loss_gen: 2.4342849254608154 (2.5352888886745157) | > loss_kl: 2.399491310119629 (2.5483752213991613) | > loss_feat: 24.980653762817383 (7.899081523601826) | > loss_mel: 24.802759170532227 (19.16575424487774) | > loss_duration: 2.297445774078369 (2.298347243895897) | > loss_1: 56.91463851928711 (34.446846888615546) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025339309985821065 (+3.59645256629358e-05) | > avg_loss_disc: 2.3671192526817317 (+0.02338321850849967) | > avg_loss_disc_real_0: 0.13628535201916325 (-0.0002157168033031509) | > avg_loss_disc_real_1: 0.22816855374437112 (+0.029421816938198536) | > avg_loss_disc_real_2: 0.23386860868105522 (+0.029921097251085133) | > avg_loss_disc_real_3: 0.24776803329586986 (-0.022377705058226144) | > avg_loss_disc_real_4: 0.18452821299433708 (-0.02750297034016022) | > avg_loss_disc_real_5: 0.22267198619934228 (-0.011031704739882409) | > avg_loss_0: 2.3671192526817317 (+0.02338321850849967) | > avg_loss_gen: 2.5352888886745157 (+0.04745629200568535) | > avg_loss_kl: 2.5483752213991613 (+0.004517284723428716) | > avg_loss_feat: 7.899081523601826 (+0.6624910281254701) | > avg_loss_mel: 19.16575424487774 (+0.8301044244032667) | > avg_loss_duration: 2.298347243895897 (+0.01056617956895023) | > avg_loss_1: 34.446846888615546 (+1.5551349199735327)  > EPOCH: 330/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:30:08)   --> TIME: 2024-06-11 05:30:18 -- STEP: 24/330 -- GLOBAL_STEP: 196925 | > loss_disc: 2.354928970336914 (2.305273542801539) | > loss_disc_real_0: 0.1051642894744873 (0.1074198658267657) | > loss_disc_real_1: 0.18450412154197693 (0.20534045745929083) | > loss_disc_real_2: 0.2502494156360626 (0.21487769608696303) | > loss_disc_real_3: 0.26964104175567627 (0.22660080840190253) | > loss_disc_real_4: 0.2170555591583252 (0.22758888949950537) | > loss_disc_real_5: 0.21764284372329712 (0.21154308567444483) | > loss_0: 2.354928970336914 (2.305273542801539) | > grad_norm_0: tensor(23.5181, device='cuda:0') (tensor(11.7707, device='cuda:0')) | > loss_gen: 2.476233959197998 (2.5568727254867554) | > loss_kl: 1.7657723426818848 (1.7875599960486095) | > loss_feat: 6.643166542053223 (7.184612850348155) | > loss_mel: 17.76676368713379 (18.547287940979) | > loss_duration: 1.9974651336669922 (2.1027603298425674) | > loss_1: 30.649402618408203 (32.179094235102326) | > grad_norm_1: tensor(132.8002, device='cuda:0') (tensor(137.9772, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3658 (0.3579780062039693) | > loader_time: 0.0034 (0.0032312671343485513)  --> TIME: 2024-06-11 05:30:27 -- STEP: 49/330 -- GLOBAL_STEP: 196950 | > loss_disc: 2.2471017837524414 (2.30412812622226) | > loss_disc_real_0: 0.11047893017530441 (0.10804837455554885) | > loss_disc_real_1: 0.24021047353744507 (0.20190554218632834) | > loss_disc_real_2: 0.20493510365486145 (0.21339897963465476) | > loss_disc_real_3: 0.23562504351139069 (0.2288473421821789) | > loss_disc_real_4: 0.21407024562358856 (0.2261857396485854) | > loss_disc_real_5: 0.17934203147888184 (0.21082766171620818) | > loss_0: 2.2471017837524414 (2.30412812622226) | > grad_norm_0: tensor(7.7887, device='cuda:0') (tensor(10.8393, device='cuda:0')) | > loss_gen: 2.6801886558532715 (2.555941372501607) | > loss_kl: 1.6725443601608276 (1.7889405999864851) | > loss_feat: 7.800098419189453 (7.2332815929334995) | > loss_mel: 18.744192123413086 (18.514835707995346) | > loss_duration: 1.9869251251220703 (2.0577958968220917) | > loss_1: 32.883949279785156 (32.150795488941405) | > grad_norm_1: tensor(115.0977, device='cuda:0') (tensor(126.5042, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3728 (0.3617458002907889) | > loader_time: 0.0035 (0.003397299318897481)  --> TIME: 2024-06-11 05:30:37 -- STEP: 74/330 -- GLOBAL_STEP: 196975 | > loss_disc: 2.335361957550049 (2.298101035324303) | > loss_disc_real_0: 0.11571202427148819 (0.10864438066208684) | > loss_disc_real_1: 0.163070410490036 (0.20008689064431834) | > loss_disc_real_2: 0.21898546814918518 (0.21278328186756856) | > loss_disc_real_3: 0.2139023095369339 (0.22664248419774546) | > loss_disc_real_4: 0.21161997318267822 (0.22495293617248535) | > loss_disc_real_5: 0.2315678894519806 (0.20953276612468671) | > loss_0: 2.335361957550049 (2.298101035324303) | > grad_norm_0: tensor(11.0141, device='cuda:0') (tensor(11.6163, device='cuda:0')) | > loss_gen: 2.589315891265869 (2.5671298600531918) | > loss_kl: 1.9433318376541138 (1.7992436869724378) | > loss_feat: 7.783552169799805 (7.368021198221155) | > loss_mel: 18.626270294189453 (18.564730541126135) | > loss_duration: 1.9572608470916748 (2.0404991555858296) | > loss_1: 32.89973068237305 (32.339624688432025) | > grad_norm_1: tensor(203.3639, device='cuda:0') (tensor(141.6059, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3803 (0.37097221451836665) | > loader_time: 0.0043 (0.00350888999732765)  --> TIME: 2024-06-11 05:30:47 -- STEP: 99/330 -- GLOBAL_STEP: 197000 | > loss_disc: 2.3055965900421143 (2.3023606719392724) | > loss_disc_real_0: 0.15713906288146973 (0.10910539231216064) | > loss_disc_real_1: 0.1714046746492386 (0.1999143172394146) | > loss_disc_real_2: 0.23129519820213318 (0.21358532029570956) | > loss_disc_real_3: 0.2734381854534149 (0.22592059123997738) | > loss_disc_real_4: 0.2520865797996521 (0.22522849010096657) | > loss_disc_real_5: 0.20620009303092957 (0.21013206860633812) | > loss_0: 2.3055965900421143 (2.3023606719392724) | > grad_norm_0: tensor(27.5520, device='cuda:0') (tensor(12.4362, device='cuda:0')) | > loss_gen: 2.5332911014556885 (2.5629751634116125) | > loss_kl: 1.8880711793899536 (1.8131651264248472) | > loss_feat: 7.50190544128418 (7.371998382337166) | > loss_mel: 18.792171478271484 (18.48079482955161) | > loss_duration: 2.0377323627471924 (2.0372404763192824) | > loss_1: 32.753170013427734 (32.26617404668017) | > grad_norm_1: tensor(232.9092, device='cuda:0') (tensor(156.4060, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3674 (0.37195788248620854) | > loader_time: 0.004 (0.0035792866138496782) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_197000.pth  --> TIME: 2024-06-11 05:31:01 -- STEP: 124/330 -- GLOBAL_STEP: 197025 | > loss_disc: 2.3595943450927734 (2.3086622395823078) | > loss_disc_real_0: 0.08075237274169922 (0.10961866898522261) | > loss_disc_real_1: 0.16599585115909576 (0.19924861793556523) | > loss_disc_real_2: 0.2218046486377716 (0.21430251314755408) | > loss_disc_real_3: 0.2563704550266266 (0.2266067801223647) | > loss_disc_real_4: 0.2235977202653885 (0.22436628394549893) | > loss_disc_real_5: 0.18897905945777893 (0.2110251632909621) | > loss_0: 2.3595943450927734 (2.3086622395823078) | > grad_norm_0: tensor(14.6936, device='cuda:0') (tensor(14.4809, device='cuda:0')) | > loss_gen: 2.5570335388183594 (2.56587847394328) | > loss_kl: 2.060258626937866 (1.8300021627256948) | > loss_feat: 7.3743085861206055 (7.396965684429292) | > loss_mel: 19.007205963134766 (18.497474685791992) | > loss_duration: 2.0358428955078125 (2.038690864078458) | > loss_1: 33.03464889526367 (32.32901191711425) | > grad_norm_1: tensor(61.1042, device='cuda:0') (tensor(179.2381, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3594 (0.373822073782644) | > loader_time: 0.0038 (0.0036631072721173687)  --> TIME: 2024-06-11 05:31:10 -- STEP: 149/330 -- GLOBAL_STEP: 197050 | > loss_disc: 2.2574238777160645 (2.3053204997273897) | > loss_disc_real_0: 0.09482572972774506 (0.11036060953000248) | > loss_disc_real_1: 0.20163100957870483 (0.19912977536652718) | > loss_disc_real_2: 0.24796459078788757 (0.21378018532023335) | > loss_disc_real_3: 0.2287909835577011 (0.2255931956656027) | > loss_disc_real_4: 0.23632194101810455 (0.22330441670929826) | > loss_disc_real_5: 0.24242042005062103 (0.2106091033092281) | > loss_0: 2.2574238777160645 (2.3053204997273897) | > grad_norm_0: tensor(13.5914, device='cuda:0') (tensor(16.1734, device='cuda:0')) | > loss_gen: 2.6938488483428955 (2.5676032280761922) | > loss_kl: 2.024545907974243 (1.8432720387542008) | > loss_feat: 7.519352436065674 (7.394934993462274) | > loss_mel: 19.035554885864258 (18.48677708158556) | > loss_duration: 2.0708842277526855 (2.0411116500828865) | > loss_1: 33.34418487548828 (32.333699027963924) | > grad_norm_1: tensor(268.0340, device='cuda:0') (tensor(200.0941, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3739 (0.37433709554224204) | > loader_time: 0.0039 (0.0037346046242937945)  --> TIME: 2024-06-11 05:31:20 -- STEP: 174/330 -- GLOBAL_STEP: 197075 | > loss_disc: 2.2870097160339355 (2.3136894058907167) | > loss_disc_real_0: 0.1137843057513237 (0.11144678981910491) | > loss_disc_real_1: 0.18438754975795746 (0.19868817634281072) | > loss_disc_real_2: 0.20756079256534576 (0.21450871109277353) | > loss_disc_real_3: 0.20236021280288696 (0.22645153542017116) | > loss_disc_real_4: 0.24432167410850525 (0.22383286332947083) | > loss_disc_real_5: 0.22710560262203217 (0.21076431536468967) | > loss_0: 2.2870097160339355 (2.3136894058907167) | > grad_norm_0: tensor(22.5178, device='cuda:0') (tensor(18.2312, device='cuda:0')) | > loss_gen: 2.5196120738983154 (2.561030237154029) | > loss_kl: 1.8881200551986694 (1.8522977452168519) | > loss_feat: 7.694307327270508 (7.385114710906456) | > loss_mel: 19.041051864624023 (18.50121942059746) | > loss_duration: 2.144838333129883 (2.0458407251314155) | > loss_1: 33.287925720214844 (32.34550282050823) | > grad_norm_1: tensor(323.6485, device='cuda:0') (tensor(216.1968, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.382 (0.3759742879319463) | > loader_time: 0.0043 (0.0038447352661483587)  --> TIME: 2024-06-11 05:31:30 -- STEP: 199/330 -- GLOBAL_STEP: 197100 | > loss_disc: 2.3741161823272705 (2.31253245487884) | > loss_disc_real_0: 0.19182276725769043 (0.1127576131804205) | > loss_disc_real_1: 0.17101112008094788 (0.19904473641110426) | > loss_disc_real_2: 0.20943008363246918 (0.21396454786835004) | > loss_disc_real_3: 0.25769689679145813 (0.22639191060809036) | > loss_disc_real_4: 0.24829421937465668 (0.22303087275531425) | > loss_disc_real_5: 0.23681402206420898 (0.2111354599795749) | > loss_0: 2.3741161823272705 (2.31253245487884) | > grad_norm_0: tensor(32.1136, device='cuda:0') (tensor(20.7890, device='cuda:0')) | > loss_gen: 2.6037189960479736 (2.566451798731358) | > loss_kl: 1.75222647190094 (1.8576056208442804) | > loss_feat: 6.821616172790527 (7.4070296215651625) | > loss_mel: 18.154834747314453 (18.45631137445342) | > loss_duration: 2.168977737426758 (2.0534611035830985) | > loss_1: 31.501375198364258 (32.3408595042013) | > grad_norm_1: tensor(223.4369, device='cuda:0') (tensor(234.7686, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.3907 (0.37863717127085916) | > loader_time: 0.0043 (0.003950933715206896)  --> TIME: 2024-06-11 05:31:41 -- STEP: 224/330 -- GLOBAL_STEP: 197125 | > loss_disc: 2.274219036102295 (2.3176134548016942) | > loss_disc_real_0: 0.15873584151268005 (0.11388252105098218) | > loss_disc_real_1: 0.202946275472641 (0.19889205168666585) | > loss_disc_real_2: 0.19984661042690277 (0.2141304907522031) | > loss_disc_real_3: 0.23335374891757965 (0.2266848552306848) | > loss_disc_real_4: 0.21211645007133484 (0.22342215811035462) | > loss_disc_real_5: 0.19897392392158508 (0.21216766336666687) | > loss_0: 2.274219036102295 (2.3176134548016942) | > grad_norm_0: tensor(49.8353, device='cuda:0') (tensor(22.5122, device='cuda:0')) | > loss_gen: 2.59769344329834 (2.5618714338966777) | > loss_kl: 1.9121922254562378 (1.8626900831503528) | > loss_feat: 6.951028347015381 (7.405569512929235) | > loss_mel: 17.578763961791992 (18.407945743628893) | > loss_duration: 2.185638427734375 (2.0601278479610152) | > loss_1: 31.22531509399414 (32.298204600811026) | > grad_norm_1: tensor(475.5948, device='cuda:0') (tensor(248.7209, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.4069 (0.3819929414561815) | > loader_time: 0.0048 (0.004078541483197898)  --> TIME: 2024-06-11 05:31:52 -- STEP: 249/330 -- GLOBAL_STEP: 197150 | > loss_disc: 2.4515113830566406 (2.3195027318824235) | > loss_disc_real_0: 0.2348422259092331 (0.11468228207055824) | > loss_disc_real_1: 0.21644046902656555 (0.19897721169224705) | > loss_disc_real_2: 0.22518010437488556 (0.21390381114310528) | > loss_disc_real_3: 0.2660658657550812 (0.22666462609566837) | > loss_disc_real_4: 0.24431878328323364 (0.22397832919555496) | > loss_disc_real_5: 0.240693137049675 (0.21302302295424375) | > loss_0: 2.4515113830566406 (2.3195027318824235) | > grad_norm_0: tensor(102.7537, device='cuda:0') (tensor(24.5472, device='cuda:0')) | > loss_gen: 2.6198244094848633 (2.561286259846515) | > loss_kl: 1.9996744394302368 (1.868053304622451) | > loss_feat: 6.801026344299316 (7.387538869696927) | > loss_mel: 17.348440170288086 (18.35575808482954) | > loss_duration: 2.1283867359161377 (2.067552893994802) | > loss_1: 30.897354125976562 (32.24018940293646) | > grad_norm_1: tensor(502.5807, device='cuda:0') (tensor(259.9169, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.4272 (0.386039838254691) | > loader_time: 0.0052 (0.004209340336811117)  --> TIME: 2024-06-11 05:32:03 -- STEP: 274/330 -- GLOBAL_STEP: 197175 | > loss_disc: 2.372114896774292 (2.3228781362519633) | > loss_disc_real_0: 0.1268732249736786 (0.11494003500055223) | > loss_disc_real_1: 0.1787668913602829 (0.19904569068746844) | > loss_disc_real_2: 0.2244383990764618 (0.21430808322055497) | > loss_disc_real_3: 0.22265581786632538 (0.22703105396162854) | > loss_disc_real_4: 0.2441309541463852 (0.22404773430015046) | > loss_disc_real_5: 0.2197159081697464 (0.21328017507156316) | > loss_0: 2.372114896774292 (2.3228781362519633) | > grad_norm_0: tensor(54.8834, device='cuda:0') (tensor(26.1678, device='cuda:0')) | > loss_gen: 2.4586849212646484 (2.5561477241724946) | > loss_kl: 1.9097744226455688 (1.8731513349679265) | > loss_feat: 7.0000410079956055 (7.384291506161654) | > loss_mel: 17.00508689880371 (18.320384721686363) | > loss_duration: 2.156791925430298 (2.075270638848743) | > loss_1: 30.530378341674805 (32.20924591147988) | > grad_norm_1: tensor(333.2358, device='cuda:0') (tensor(273.9955, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.4454 (0.3908618636374925) | > loader_time: 0.0059 (0.004349184732367528)  --> TIME: 2024-06-11 05:32:15 -- STEP: 299/330 -- GLOBAL_STEP: 197200 | > loss_disc: 2.381875991821289 (2.324081964716066) | > loss_disc_real_0: 0.15317457914352417 (0.11596952645375976) | > loss_disc_real_1: 0.2237575799226761 (0.19938095751215382) | > loss_disc_real_2: 0.21669523417949677 (0.21433476341209293) | > loss_disc_real_3: 0.22660185396671295 (0.22678352448852565) | > loss_disc_real_4: 0.2698104977607727 (0.22400571844450207) | > loss_disc_real_5: 0.2135852575302124 (0.21332755430685638) | > loss_0: 2.381875991821289 (2.324081964716066) | > grad_norm_0: tensor(47.7446, device='cuda:0') (tensor(27.6165, device='cuda:0')) | > loss_gen: 2.549196720123291 (2.5539449943746613) | > loss_kl: 2.0118188858032227 (1.8757660564371574) | > loss_feat: 7.232105255126953 (7.382838025938308) | > loss_mel: 17.85184669494629 (18.27466962807951) | > loss_duration: 2.2479898929595947 (2.0850307622482145) | > loss_1: 31.89295768737793 (32.1722494654831) | > grad_norm_1: tensor(343.8762, device='cuda:0') (tensor(285.7498, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.4787 (0.39660051116177863) | > loader_time: 0.0066 (0.004533375386011646)  --> TIME: 2024-06-11 05:32:29 -- STEP: 324/330 -- GLOBAL_STEP: 197225 | > loss_disc: 2.4091403484344482 (2.32901339251318) | > loss_disc_real_0: 0.18909068405628204 (0.11704609733948737) | > loss_disc_real_1: 0.2215760201215744 (0.19985656030936003) | > loss_disc_real_2: 0.199199840426445 (0.21475845474151925) | > loss_disc_real_3: 0.27766478061676025 (0.2270562809282615) | > loss_disc_real_4: 0.301326185464859 (0.22477816574183512) | > loss_disc_real_5: 0.2696301341056824 (0.2140465578823178) | > loss_0: 2.4091403484344482 (2.32901339251318) | > grad_norm_0: tensor(6.8646, device='cuda:0') (tensor(28.5144, device='cuda:0')) | > loss_gen: 2.650238275527954 (2.552621013588375) | > loss_kl: 2.073314905166626 (1.8815984302832756) | > loss_feat: 8.839372634887695 (7.437113485218566) | > loss_mel: 18.494474411010742 (18.255891870569293) | > loss_duration: 2.284060001373291 (2.0986323135870473) | > loss_1: 34.341461181640625 (32.2258570988973) | > grad_norm_1: tensor(227.9216, device='cuda:0') (tensor(296.5884, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.5836 (0.4081819278222542) | > loader_time: 0.0094 (0.004810692351541408)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.525296449661255 (2.525296449661255) | > loss_disc_real_0: 0.08988791704177856 (0.08988791704177856) | > loss_disc_real_1: 0.25698837637901306 (0.25698837637901306) | > loss_disc_real_2: 0.2657869756221771 (0.2657869756221771) | > loss_disc_real_3: 0.30643734335899353 (0.30643734335899353) | > loss_disc_real_4: 0.26192358136177063 (0.26192358136177063) | > loss_disc_real_5: 0.18421593308448792 (0.18421593308448792) | > loss_0: 2.525296449661255 (2.525296449661255) | > loss_gen: 2.3253531455993652 (2.3253531455993652) | > loss_kl: 3.0112550258636475 (3.0112550258636475) | > loss_feat: 4.39495849609375 (4.39495849609375) | > loss_mel: 15.6008939743042 (15.6008939743042) | > loss_duration: 2.893876552581787 (2.893876552581787) | > loss_1: 28.226337432861328 (28.226337432861328)  --> STEP: 1 | > loss_disc: 2.3079323768615723 (2.3079323768615723) | > loss_disc_real_0: 0.13289090991020203 (0.13289090991020203) | > loss_disc_real_1: 0.21384595334529877 (0.21384595334529877) | > loss_disc_real_2: 0.22124844789505005 (0.22124844789505005) | > loss_disc_real_3: 0.25868117809295654 (0.25868117809295654) | > loss_disc_real_4: 0.2461315393447876 (0.2461315393447876) | > loss_disc_real_5: 0.18499112129211426 (0.18499112129211426) | > loss_0: 2.3079323768615723 (2.3079323768615723) | > loss_gen: 2.4243664741516113 (2.4243664741516113) | > loss_kl: 2.1379690170288086 (2.1379690170288086) | > loss_feat: 5.458172798156738 (5.458172798156738) | > loss_mel: 17.116628646850586 (17.116628646850586) | > loss_duration: 2.4380416870117188 (2.4380416870117188) | > loss_1: 29.575178146362305 (29.575178146362305)  --> STEP: 2 | > loss_disc: 2.218412399291992 (2.2631723880767822) | > loss_disc_real_0: 0.05223625525832176 (0.0925635825842619) | > loss_disc_real_1: 0.28902286291122437 (0.25143440812826157) | > loss_disc_real_2: 0.29676929116249084 (0.25900886952877045) | > loss_disc_real_3: 0.27890685200691223 (0.2687940150499344) | > loss_disc_real_4: 0.25226590037345886 (0.24919871985912323) | > loss_disc_real_5: 0.19599026441574097 (0.1904906928539276) | > loss_0: 2.218412399291992 (2.2631723880767822) | > loss_gen: 2.9621047973632812 (2.6932356357574463) | > loss_kl: 2.4139254093170166 (2.2759472131729126) | > loss_feat: 6.560022830963135 (6.0090978145599365) | > loss_mel: 19.730525970458984 (18.423577308654785) | > loss_duration: 2.432830810546875 (2.435436248779297) | > loss_1: 34.09941101074219 (31.837294578552246)  --> STEP: 3 | > loss_disc: 2.1902968883514404 (2.2388805548350015) | > loss_disc_real_0: 0.10844255983829498 (0.09785657500227292) | > loss_disc_real_1: 0.2589859068393707 (0.25395157436529797) | > loss_disc_real_2: 0.21619971096515656 (0.24473915000756583) | > loss_disc_real_3: 0.2824762463569641 (0.2733547588189443) | > loss_disc_real_4: 0.31404682993888855 (0.27081475655237836) | > loss_disc_real_5: 0.2736753523349762 (0.21821891268094382) | > loss_0: 2.1902968883514404 (2.2388805548350015) | > loss_gen: 3.1703338623046875 (2.85226837793986) | > loss_kl: 2.2893614768981934 (2.280418634414673) | > loss_feat: 7.6865668296813965 (6.568254152933757) | > loss_mel: 18.311880111694336 (18.38634490966797) | > loss_duration: 2.250405788421631 (2.3737594286600747) | > loss_1: 33.70854568481445 (32.46104494730631)  --> STEP: 4 | > loss_disc: 2.2440743446350098 (2.2401790022850037) | > loss_disc_real_0: 0.16937504708766937 (0.11573619302362204) | > loss_disc_real_1: 0.37889257073402405 (0.2851868234574795) | > loss_disc_real_2: 0.20739968121051788 (0.23540428280830383) | > loss_disc_real_3: 0.271076500415802 (0.2727851942181587) | > loss_disc_real_4: 0.21045035123825073 (0.25572365522384644) | > loss_disc_real_5: 0.19422884285449982 (0.2122213952243328) | > loss_0: 2.2440743446350098 (2.2401790022850037) | > loss_gen: 3.096186637878418 (2.9132479429244995) | > loss_kl: 2.750406265258789 (2.397915542125702) | > loss_feat: 8.86914348602295 (7.143476486206055) | > loss_mel: 19.26641273498535 (18.606361865997314) | > loss_duration: 2.3093345165252686 (2.3576532006263733) | > loss_1: 36.29148483276367 (33.418654918670654)  --> STEP: 5 | > loss_disc: 2.483792781829834 (2.28890175819397) | > loss_disc_real_0: 0.20597198605537415 (0.13378335162997246) | > loss_disc_real_1: 0.4407915771007538 (0.3163077741861343) | > loss_disc_real_2: 0.263773649930954 (0.24107815623283385) | > loss_disc_real_3: 0.3381179869174957 (0.2858517527580261) | > loss_disc_real_4: 0.1631847620010376 (0.23721587657928467) | > loss_disc_real_5: 0.21074658632278442 (0.21192643344402312) | > loss_0: 2.483792781829834 (2.28890175819397) | > loss_gen: 2.900958299636841 (2.9107900142669676) | > loss_kl: 1.9487007856369019 (2.308072590827942) | > loss_feat: 6.305477142333984 (6.9758766174316404) | > loss_mel: 18.481252670288086 (18.581340026855468) | > loss_duration: 2.3242790699005127 (2.350978374481201) | > loss_1: 31.960670471191406 (33.127058029174805)  --> STEP: 6 | > loss_disc: 2.3075919151306152 (2.292016784350077) | > loss_disc_real_0: 0.10975547879934311 (0.1297787061582009) | > loss_disc_real_1: 0.3207973539829254 (0.3170560374855995) | > loss_disc_real_2: 0.2727210819721222 (0.24635197718938193) | > loss_disc_real_3: 0.33435866236686707 (0.29393623769283295) | > loss_disc_real_4: 0.23364396393299103 (0.2366205578049024) | > loss_disc_real_5: 0.21568118035793304 (0.21255222459634146) | > loss_0: 2.3075919151306152 (2.292016784350077) | > loss_gen: 3.0100812911987305 (2.9273385604222617) | > loss_kl: 2.6646203994750977 (2.367497225602468) | > loss_feat: 6.244936943054199 (6.854053338368733) | > loss_mel: 19.688512802124023 (18.765868822733562) | > loss_duration: 2.1219210624694824 (2.3128021558125815) | > loss_1: 33.730072021484375 (33.2275603612264)  --> STEP: 7 | > loss_disc: 2.2529096603393555 (2.2864300523485457) | > loss_disc_real_0: 0.19874387979507446 (0.1396308738206114) | > loss_disc_real_1: 0.26573115587234497 (0.3097239115408489) | > loss_disc_real_2: 0.24178990721702576 (0.24570025290761674) | > loss_disc_real_3: 0.32326042652130127 (0.2981254075254713) | > loss_disc_real_4: 0.23901760578155518 (0.2369629932301385) | > loss_disc_real_5: 0.23683901131153107 (0.21602176555565425) | > loss_0: 2.2529096603393555 (2.2864300523485457) | > loss_gen: 3.477992534637451 (3.0060034138815745) | > loss_kl: 3.718291997909546 (2.560467907360622) | > loss_feat: 7.823431968688965 (6.992535999843052) | > loss_mel: 19.11847686767578 (18.81624140058245) | > loss_duration: 2.525385856628418 (2.3431712559291293) | > loss_1: 36.66358184814453 (33.71842057364328)  --> STEP: 8 | > loss_disc: 2.4408278465270996 (2.305729776620865) | > loss_disc_real_0: 0.1258227825164795 (0.13790486240759492) | > loss_disc_real_1: 0.4692889451980591 (0.32966954074800014) | > loss_disc_real_2: 0.2862655818462372 (0.2507709190249443) | > loss_disc_real_3: 0.345771849155426 (0.3040812127292156) | > loss_disc_real_4: 0.21461865305900574 (0.2341699507087469) | > loss_disc_real_5: 0.2505587637424469 (0.22033889032900333) | > loss_0: 2.4408278465270996 (2.305729776620865) | > loss_gen: 3.1297783851623535 (3.0214752852916718) | > loss_kl: 2.6227211952209473 (2.5682495683431625) | > loss_feat: 9.764203071594238 (7.338994383811951) | > loss_mel: 20.10002326965332 (18.97671413421631) | > loss_duration: 2.2174437046051025 (2.327455312013626) | > loss_1: 37.834171295166016 (34.23288941383362)  --> STEP: 9 | > loss_disc: 2.6010730266571045 (2.3385456932915583) | > loss_disc_real_0: 0.22857648134231567 (0.147979486733675) | > loss_disc_real_1: 0.33930185437202454 (0.3307397978173362) | > loss_disc_real_2: 0.2383507341146469 (0.2493908984793557) | > loss_disc_real_3: 0.26379305124282837 (0.29960475034183925) | > loss_disc_real_4: 0.2053709626197815 (0.23097006314330631) | > loss_disc_real_5: 0.19329914450645447 (0.2173344741264979) | > loss_0: 2.6010730266571045 (2.3385456932915583) | > loss_gen: 2.322004556655884 (2.9437563154432507) | > loss_kl: 2.4248907566070557 (2.552320811483595) | > loss_feat: 9.82152271270752 (7.614830864800347) | > loss_mel: 18.19086265563965 (18.889397303263348) | > loss_duration: 2.1353774070739746 (2.306113322575887) | > loss_1: 34.894657135009766 (34.306419160630966)  --> STEP: 10 | > loss_disc: 2.3987650871276855 (2.344567632675171) | > loss_disc_real_0: 0.1499316692352295 (0.14817470498383045) | > loss_disc_real_1: 0.3255840539932251 (0.3302242234349251) | > loss_disc_real_2: 0.281855046749115 (0.25263731330633166) | > loss_disc_real_3: 0.35407617688179016 (0.30505189299583435) | > loss_disc_real_4: 0.182700976729393 (0.22614315450191497) | > loss_disc_real_5: 0.18624475598335266 (0.21422550231218337) | > loss_0: 2.3987650871276855 (2.344567632675171) | > loss_gen: 2.9416098594665527 (2.943541669845581) | > loss_kl: 1.9883111715316772 (2.4959198474884032) | > loss_feat: 6.980926990509033 (7.551440477371216) | > loss_mel: 19.62229347229004 (18.962686920166014) | > loss_duration: 2.2909860610961914 (2.3046005964279175) | > loss_1: 33.824127197265625 (34.25818996429443)  --> STEP: 11 | > loss_disc: 2.830552577972412 (2.3887480822476475) | > loss_disc_real_0: 0.17322556674480438 (0.1504520560530099) | > loss_disc_real_1: 0.3805462718009949 (0.3347989551045678) | > loss_disc_real_2: 0.4152826964855194 (0.26742325723171234) | > loss_disc_real_3: 0.31801918148994446 (0.30623073740438983) | > loss_disc_real_4: 0.31264910101890564 (0.23400733145800504) | > loss_disc_real_5: 0.29815587401390076 (0.2218555361032486) | > loss_0: 2.830552577972412 (2.3887480822476475) | > loss_gen: 2.7777225971221924 (2.928467208688909) | > loss_kl: 2.606790781021118 (2.5059990232641045) | > loss_feat: 5.426848888397217 (7.358295787464488) | > loss_mel: 16.554162979125977 (18.743730198253285) | > loss_duration: 2.4634015560150146 (2.3190370472994717) | > loss_1: 29.828927993774414 (33.85552978515625)  --> STEP: 12 | > loss_disc: 2.3898513317108154 (2.3888400197029114) | > loss_disc_real_0: 0.17427481710910797 (0.15243728614101806) | > loss_disc_real_1: 0.37964990735054016 (0.3385365344583988) | > loss_disc_real_2: 0.39915192127227783 (0.27840064590175945) | > loss_disc_real_3: 0.2820121943950653 (0.3042125254869461) | > loss_disc_real_4: 0.21472905576229095 (0.2324008084833622) | > loss_disc_real_5: 0.15104180574417114 (0.2159543919066588) | > loss_0: 2.3898513317108154 (2.3888400197029114) | > loss_gen: 2.9643709659576416 (2.9314591884613037) | > loss_kl: 2.234772205352783 (2.4833967884381614) | > loss_feat: 6.175507545471191 (7.259730100631714) | > loss_mel: 18.709348678588867 (18.740865071614582) | > loss_duration: 2.2510385513305664 (2.3133705059687295) | > loss_1: 32.33503723144531 (33.72882207234701)  --> STEP: 13 | > loss_disc: 2.4531350135803223 (2.3937857884627123) | > loss_disc_real_0: 0.12224211543798447 (0.15011458070232317) | > loss_disc_real_1: 0.318432092666626 (0.33699003893595475) | > loss_disc_real_2: 0.26248160004615784 (0.277176103912867) | > loss_disc_real_3: 0.3090166747570038 (0.3045820754307967) | > loss_disc_real_4: 0.2652374804019928 (0.23492670632325685) | > loss_disc_real_5: 0.1965598613023758 (0.21446250493709856) | > loss_0: 2.4531350135803223 (2.3937857884627123) | > loss_gen: 2.7007532119750977 (2.9137125748854418) | > loss_kl: 2.6733860969543457 (2.498011350631714) | > loss_feat: 6.40378475189209 (7.193888150728666) | > loss_mel: 17.83668327331543 (18.671312625591572) | > loss_duration: 2.2264628410339355 (2.3066853009737454) | > loss_1: 31.84107208251953 (33.58361053466797)  --> STEP: 14 | > loss_disc: 2.3476078510284424 (2.3904873643602644) | > loss_disc_real_0: 0.12629911303520203 (0.1484134758689574) | > loss_disc_real_1: 0.3456839919090271 (0.3376110355768885) | > loss_disc_real_2: 0.22721587121486664 (0.27360751586300985) | > loss_disc_real_3: 0.26525232195854187 (0.30177280732563566) | > loss_disc_real_4: 0.24819861352443695 (0.23587469969476973) | > loss_disc_real_5: 0.18932798504829407 (0.21266718208789825) | > loss_0: 2.3476078510284424 (2.3904873643602644) | > loss_gen: 2.8080668449401855 (2.9061664513179233) | > loss_kl: 2.515287399291992 (2.499245354107448) | > loss_feat: 7.388991832733154 (7.207824128014701) | > loss_mel: 19.23884391784668 (18.711850575038365) | > loss_duration: 2.3367347717285156 (2.3088316917419434) | > loss_1: 34.287925720214844 (33.63391876220703)  --> STEP: 15 | > loss_disc: 2.2157769203186035 (2.3788400014241535) | > loss_disc_real_0: 0.10218945145606995 (0.14533187424143154) | > loss_disc_real_1: 0.2728397846221924 (0.33329295217990873) | > loss_disc_real_2: 0.18384534120559692 (0.267623370885849) | > loss_disc_real_3: 0.25278741121292114 (0.29850711425145465) | > loss_disc_real_4: 0.23847801983356476 (0.23604825437068938) | > loss_disc_real_5: 0.198690727353096 (0.21173541843891144) | > loss_0: 2.2157769203186035 (2.3788400014241535) | > loss_gen: 2.7463269233703613 (2.8955104827880858) | > loss_kl: 3.3432106971740723 (2.5555097103118896) | > loss_feat: 7.488114356994629 (7.226510143280029) | > loss_mel: 18.805828094482422 (18.718115743001302) | > loss_duration: 2.319894313812256 (2.3095691998799643) | > loss_1: 34.703372955322266 (33.70521570841471)  --> STEP: 16 | > loss_disc: 2.455840826034546 (2.383652552962303) | > loss_disc_real_0: 0.13085074722766876 (0.14442680380307138) | > loss_disc_real_1: 0.2627534866333008 (0.32888423558324575) | > loss_disc_real_2: 0.29055118560791016 (0.2690563593059778) | > loss_disc_real_3: 0.3358185291290283 (0.300839077681303) | > loss_disc_real_4: 0.2889868915081024 (0.2393569191917777) | > loss_disc_real_5: 0.2395756095647812 (0.2134754303842783) | > loss_0: 2.455840826034546 (2.383652552962303) | > loss_gen: 2.730921983718872 (2.88522370159626) | > loss_kl: 2.466059446334839 (2.549919068813324) | > loss_feat: 7.429148197174072 (7.239175021648407) | > loss_mel: 18.159759521484375 (18.683218479156494) | > loss_duration: 2.3820724487304688 (2.3141006529331207) | > loss_1: 33.16796112060547 (33.671637296676636)  --> STEP: 17 | > loss_disc: 2.6388604640960693 (2.398664783028995) | > loss_disc_real_0: 0.14180004596710205 (0.14427228863624966) | > loss_disc_real_1: 0.32045871019363403 (0.32838861644268036) | > loss_disc_real_2: 0.276585191488266 (0.2694992317872889) | > loss_disc_real_3: 0.2811470031738281 (0.2996807203573339) | > loss_disc_real_4: 0.24117572605609894 (0.23946390783085542) | > loss_disc_real_5: 0.25919631123542786 (0.21616489396375768) | > loss_0: 2.6388604640960693 (2.398664783028995) | > loss_gen: 2.431084632873535 (2.8585096387302174) | > loss_kl: 2.504382610321045 (2.5472404536078956) | > loss_feat: 5.356741905212402 (7.128443661858054) | > loss_mel: 17.584686279296875 (18.61859893798828) | > loss_duration: 2.415653705596924 (2.3200743619133446) | > loss_1: 30.29254913330078 (33.47286740471335)  --> STEP: 18 | > loss_disc: 2.075866222381592 (2.380731529659695) | > loss_disc_real_0: 0.11807908117771149 (0.14281711044410864) | > loss_disc_real_1: 0.21114952862262726 (0.32187533378601074) | > loss_disc_real_2: 0.24150849878787994 (0.2679441910650995) | > loss_disc_real_3: 0.2931964099407196 (0.2993204808897442) | > loss_disc_real_4: 0.20160065591335297 (0.2373603938354386) | > loss_disc_real_5: 0.18022575974464417 (0.21416827539602915) | > loss_0: 2.075866222381592 (2.380731529659695) | > loss_gen: 3.0942296981811523 (2.8716051975886026) | > loss_kl: 2.175050973892212 (2.5265632602903576) | > loss_feat: 8.961417198181152 (7.230275524987115) | > loss_mel: 18.498727798461914 (18.611939430236816) | > loss_duration: 2.2292420864105225 (2.31502812438541) | > loss_1: 34.95866775512695 (33.555411868625214)  --> STEP: 19 | > loss_disc: 2.419562339782715 (2.382775256508275) | > loss_disc_real_0: 0.12158963829278946 (0.1416998750677234) | > loss_disc_real_1: 0.30801403522491455 (0.32114579175647934) | > loss_disc_real_2: 0.29449698328971863 (0.2693417064453426) | > loss_disc_real_3: 0.28725990653038025 (0.29868571381819875) | > loss_disc_real_4: 0.2678704559803009 (0.23896618657990507) | > loss_disc_real_5: 0.27617859840393066 (0.21743197660697133) | > loss_0: 2.419562339782715 (2.382775256508275) | > loss_gen: 2.769702196121216 (2.866241881721898) | > loss_kl: 2.0254170894622803 (2.5001871460362484) | > loss_feat: 5.978379249572754 (7.164386247333727) | > loss_mel: 18.946855545043945 (18.629566594174033) | > loss_duration: 2.3136751651763916 (2.314956916005988) | > loss_1: 32.03403091430664 (33.47533918681898)  --> STEP: 20 | > loss_disc: 2.272613048553467 (2.3772671461105346) | > loss_disc_real_0: 0.1739947497844696 (0.14331461880356072) | > loss_disc_real_1: 0.2202889323234558 (0.31610294878482814) | > loss_disc_real_2: 0.28609761595726013 (0.2701795019209385) | > loss_disc_real_3: 0.28475919365882874 (0.29798938781023027) | > loss_disc_real_4: 0.26501700282096863 (0.24026872739195823) | > loss_disc_real_5: 0.2072790563106537 (0.21692433059215546) | > loss_0: 2.272613048553467 (2.3772671461105346) | > loss_gen: 2.9981870651245117 (2.8728391408920286) | > loss_kl: 2.0507490634918213 (2.477715241909027) | > loss_feat: 5.982056140899658 (7.105269742012024) | > loss_mel: 18.08271598815918 (18.60222406387329) | > loss_duration: 2.296375274658203 (2.3140278339385985) | > loss_1: 31.410083770751953 (33.372076416015624)  --> STEP: 21 | > loss_disc: 2.5910868644714355 (2.387449037461054) | > loss_disc_real_0: 0.1877010017633438 (0.14542825608735993) | > loss_disc_real_1: 0.2541564106941223 (0.3131531136376517) | > loss_disc_real_2: 0.31317633390426636 (0.27222697011062075) | > loss_disc_real_3: 0.3625473976135254 (0.3010635787532443) | > loss_disc_real_4: 0.29198986291885376 (0.2427316386075247) | > loss_disc_real_5: 0.27985402941703796 (0.21992098291714987) | > loss_0: 2.5910868644714355 (2.387449037461054) | > loss_gen: 2.806156635284424 (2.869663783482143) | > loss_kl: 2.0692355632781982 (2.4582638286408924) | > loss_feat: 7.082459926605225 (7.1041835603259855) | > loss_mel: 17.18758773803711 (18.534860429309663) | > loss_duration: 2.1518290042877197 (2.3063040801456998) | > loss_1: 31.29726791381836 (33.273276011149086)  --> STEP: 22 | > loss_disc: 2.389420747756958 (2.3875386606563223) | > loss_disc_real_0: 0.09472015500068665 (0.14312334240160204) | > loss_disc_real_1: 0.32995083928108215 (0.313916646621444) | > loss_disc_real_2: 0.25286048650741577 (0.27134667540138413) | > loss_disc_real_3: 0.22198517620563507 (0.29746910591017117) | > loss_disc_real_4: 0.20521049201488495 (0.24102613194422287) | > loss_disc_real_5: 0.22658459842205048 (0.22022387453100897) | > loss_0: 2.389420747756958 (2.3875386606563223) | > loss_gen: 2.7430973052978516 (2.863910761746493) | > loss_kl: 1.9281730651855469 (2.4341687939383765) | > loss_feat: 7.8521904945373535 (7.138183875517412) | > loss_mel: 19.373981475830078 (18.57300229506059) | > loss_duration: 2.1648268699645996 (2.2998732978647407) | > loss_1: 34.0622673034668 (33.309139251708984)  --> STEP: 23 | > loss_disc: 2.3827009201049805 (2.387328324110612) | > loss_disc_real_0: 0.27836185693740845 (0.14900327781620232) | > loss_disc_real_1: 0.27427423000335693 (0.3121930632902228) | > loss_disc_real_2: 0.26548290252685547 (0.27109172875466553) | > loss_disc_real_3: 0.2738187611103058 (0.29644083004930744) | > loss_disc_real_4: 0.24861864745616913 (0.2413562413143075) | > loss_disc_real_5: 0.18782462179660797 (0.2188152113686437) | > loss_0: 2.3827009201049805 (2.387328324110612) | > loss_gen: 2.8793671131134033 (2.8645827770233154) | > loss_kl: 2.5683670043945312 (2.440003498740818) | > loss_feat: 7.983118534088135 (7.174920165020486) | > loss_mel: 16.693634033203125 (18.49129063150157) | > loss_duration: 2.27394962310791 (2.2987461815709653) | > loss_1: 32.3984375 (33.26954352337381)  --> STEP: 24 | > loss_disc: 2.5128822326660156 (2.3925597369670872) | > loss_disc_real_0: 0.13723218441009521 (0.14851281559094784) | > loss_disc_real_1: 0.19285866618156433 (0.3072207967440287) | > loss_disc_real_2: 0.2987896203994751 (0.27224580757319927) | > loss_disc_real_3: 0.33647817373275757 (0.29810905270278454) | > loss_disc_real_4: 0.2631664574146271 (0.2422650003184875) | > loss_disc_real_5: 0.29076725244522095 (0.22181321308016777) | > loss_0: 2.5128822326660156 (2.3925597369670872) | > loss_gen: 2.893707752227783 (2.865796317656835) | > loss_kl: 2.776416540145874 (2.4540207087993617) | > loss_feat: 7.60067081451416 (7.192659775416057) | > loss_mel: 17.36017608642578 (18.44416085879008) | > loss_duration: 2.426048517227173 (2.3040504455566406) | > loss_1: 33.0570182800293 (33.26068830490112)  --> STEP: 25 | > loss_disc: 2.678569793701172 (2.4040001392364507) | > loss_disc_real_0: 0.17643529176712036 (0.14962971463799474) | > loss_disc_real_1: 0.3488776385784149 (0.30888707041740415) | > loss_disc_real_2: 0.2848531901836395 (0.27275010287761686) | > loss_disc_real_3: 0.22393809258937836 (0.2951422142982483) | > loss_disc_real_4: 0.23764023184776306 (0.2420800095796585) | > loss_disc_real_5: 0.29372578859329224 (0.22468971610069274) | > loss_0: 2.678569793701172 (2.4040001392364507) | > loss_gen: 2.5288147926330566 (2.8523170566558838) | > loss_kl: 2.4058005809783936 (2.4520919036865227) | > loss_feat: 5.24955940246582 (7.114935760498047) | > loss_mel: 14.203704833984375 (18.274542617797852) | > loss_duration: 2.318668842315674 (2.304635181427002) | > loss_1: 26.7065486907959 (32.998522720336915)  --> STEP: 26 | > loss_disc: 2.620415687561035 (2.412323814172012) | > loss_disc_real_0: 0.16612446308135986 (0.15026412803966263) | > loss_disc_real_1: 0.3270258605480194 (0.3095847161916586) | > loss_disc_real_2: 0.3600217401981354 (0.2761067043130214) | > loss_disc_real_3: 0.25238317251205444 (0.2934976357680101) | > loss_disc_real_4: 0.31115105748176575 (0.24473658834512418) | > loss_disc_real_5: 0.23035286366939545 (0.22490752946871978) | > loss_0: 2.620415687561035 (2.412323814172012) | > loss_gen: 2.573756694793701 (2.8416031965842614) | > loss_kl: 2.6798791885375977 (2.460852953103872) | > loss_feat: 10.67290210723877 (7.251780619988074) | > loss_mel: 18.387439727783203 (18.27888481433575) | > loss_duration: 2.294637441635132 (2.3042506529734683) | > loss_1: 36.608612060546875 (33.137372310344986) --> EVAL PERFORMANCE | > avg_loader_time: 0.002412557601928711 (-0.0001213733966533956) | > avg_loss_disc: 2.412323814172012 (+0.04520456149028007) | > avg_loss_disc_real_0: 0.15026412803966263 (+0.013978776020499378) | > avg_loss_disc_real_1: 0.3095847161916586 (+0.0814161624472875) | > avg_loss_disc_real_2: 0.2761067043130214 (+0.042238095631966205) | > avg_loss_disc_real_3: 0.2934976357680101 (+0.045729602472140224) | > avg_loss_disc_real_4: 0.24473658834512418 (+0.0602083753507871) | > avg_loss_disc_real_5: 0.22490752946871978 (+0.002235543269377499) | > avg_loss_0: 2.412323814172012 (+0.04520456149028007) | > avg_loss_gen: 2.8416031965842614 (+0.3063143079097457) | > avg_loss_kl: 2.460852953103872 (-0.08752226829528942) | > avg_loss_feat: 7.251780619988074 (-0.6473009036137514) | > avg_loss_mel: 18.27888481433575 (-0.8868694305419886) | > avg_loss_duration: 2.3042506529734683 (+0.005903409077571364) | > avg_loss_1: 33.137372310344986 (-1.3094745782705601)  > EPOCH: 331/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:32:52)   --> TIME: 2024-06-11 05:32:59 -- STEP: 19/330 -- GLOBAL_STEP: 197250 | > loss_disc: 2.268507719039917 (2.3272416968094674) | > loss_disc_real_0: 0.10338616371154785 (0.10251176631764362) | > loss_disc_real_1: 0.17698867619037628 (0.20489341569574257) | > loss_disc_real_2: 0.20954713225364685 (0.2154539117687627) | > loss_disc_real_3: 0.2223462015390396 (0.23057146997828232) | > loss_disc_real_4: 0.22048427164554596 (0.22454943311841866) | > loss_disc_real_5: 0.2090209573507309 (0.21788977478679858) | > loss_0: 2.268507719039917 (2.3272416968094674) | > grad_norm_0: tensor(11.7524, device='cuda:0') (tensor(11.7499, device='cuda:0')) | > loss_gen: 2.6181488037109375 (2.50956792580454) | > loss_kl: 1.7876895666122437 (1.8238907801477533) | > loss_feat: 8.30097770690918 (6.984972953796387) | > loss_mel: 19.288808822631836 (18.686314231471012) | > loss_duration: 2.0272762775421143 (2.124013718805815) | > loss_1: 34.02289962768555 (32.12875908299496) | > grad_norm_1: tensor(109.5792, device='cuda:0') (tensor(125.7068, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3439 (0.34593314873544795) | > loader_time: 0.003 (0.0029951271257902447)  --> TIME: 2024-06-11 05:33:08 -- STEP: 44/330 -- GLOBAL_STEP: 197275 | > loss_disc: 2.1673009395599365 (2.2946546294472436) | > loss_disc_real_0: 0.11707533895969391 (0.1039586929096417) | > loss_disc_real_1: 0.19922798871994019 (0.19981118765744296) | > loss_disc_real_2: 0.20809891819953918 (0.21025024760853162) | > loss_disc_real_3: 0.2112244814634323 (0.22628544677387585) | > loss_disc_real_4: 0.20418471097946167 (0.22578305886550384) | > loss_disc_real_5: 0.19471414387226105 (0.21482461115176027) | > loss_0: 2.1673009395599365 (2.2946546294472436) | > grad_norm_0: tensor(4.9763, device='cuda:0') (tensor(13.3153, device='cuda:0')) | > loss_gen: 2.625692129135132 (2.5422780351205305) | > loss_kl: 1.991119384765625 (1.8536664057861676) | > loss_feat: 8.282236099243164 (7.213809782808477) | > loss_mel: 18.965553283691406 (18.548684163527053) | > loss_duration: 1.953505039215088 (2.0639007850126787) | > loss_1: 33.81810760498047 (32.2223388931968) | > grad_norm_1: tensor(74.6490, device='cuda:0') (tensor(144.7026, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3626 (0.34942382574081415) | > loader_time: 0.0033 (0.003211742097681219)  --> TIME: 2024-06-11 05:33:18 -- STEP: 69/330 -- GLOBAL_STEP: 197300 | > loss_disc: 2.4053263664245605 (2.3042104900747105) | > loss_disc_real_0: 0.07858910411596298 (0.10657683230828548) | > loss_disc_real_1: 0.18623341619968414 (0.19760885186817334) | > loss_disc_real_2: 0.21620570123195648 (0.21249173214470135) | > loss_disc_real_3: 0.2214747667312622 (0.22721724212169647) | > loss_disc_real_4: 0.23022359609603882 (0.22498267133166824) | > loss_disc_real_5: 0.2359997183084488 (0.21355714616568192) | > loss_0: 2.4053263664245605 (2.3042104900747105) | > grad_norm_0: tensor(23.0496, device='cuda:0') (tensor(14.8862, device='cuda:0')) | > loss_gen: 2.504842758178711 (2.5348061167675513) | > loss_kl: 1.8165773153305054 (1.8407186701677847) | > loss_feat: 7.259884357452393 (7.256242876467499) | > loss_mel: 18.39495849609375 (18.47710236259129) | > loss_duration: 1.9794975519180298 (2.046227111332658) | > loss_1: 31.955760955810547 (32.15509691100191) | > grad_norm_1: tensor(261.3886, device='cuda:0') (tensor(164.5579, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3614 (0.3555615501127381) | > loader_time: 0.0041 (0.003434547479601874)  --> TIME: 2024-06-11 05:33:27 -- STEP: 94/330 -- GLOBAL_STEP: 197325 | > loss_disc: 2.343616485595703 (2.3088752716145615) | > loss_disc_real_0: 0.10027827322483063 (0.10840689129334816) | > loss_disc_real_1: 0.17795345187187195 (0.19868069538410674) | > loss_disc_real_2: 0.1976672261953354 (0.21228588309059757) | > loss_disc_real_3: 0.2267904430627823 (0.2272980125977638) | > loss_disc_real_4: 0.21925108134746552 (0.22390953625770324) | > loss_disc_real_5: 0.19743803143501282 (0.21331648893178778) | > loss_0: 2.343616485595703 (2.3088752716145615) | > grad_norm_0: tensor(23.7906, device='cuda:0') (tensor(15.3890, device='cuda:0')) | > loss_gen: 2.4309065341949463 (2.5279942015384105) | > loss_kl: 1.7638765573501587 (1.8397891800454322) | > loss_feat: 7.356264591217041 (7.224927602930273) | > loss_mel: 18.809612274169922 (18.397252955335247) | > loss_duration: 2.056589126586914 (2.039565974093498) | > loss_1: 32.4172477722168 (32.029529794733584) | > grad_norm_1: tensor(222.7393, device='cuda:0') (tensor(178.5083, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3674 (0.3622965077136426) | > loader_time: 0.0057 (0.0036601335444348924)  --> TIME: 2024-06-11 05:33:37 -- STEP: 119/330 -- GLOBAL_STEP: 197350 | > loss_disc: 2.2923426628112793 (2.311175280258435) | > loss_disc_real_0: 0.09971185773611069 (0.10982421265930689) | > loss_disc_real_1: 0.18810099363327026 (0.19797006900570974) | > loss_disc_real_2: 0.2002655565738678 (0.213541012726912) | > loss_disc_real_3: 0.23471678793430328 (0.22708579785182698) | > loss_disc_real_4: 0.22056186199188232 (0.2241344004869461) | > loss_disc_real_5: 0.2073136568069458 (0.21360750709261214) | > loss_0: 2.2923426628112793 (2.311175280258435) | > grad_norm_0: tensor(17.3380, device='cuda:0') (tensor(16.5042, device='cuda:0')) | > loss_gen: 2.5633740425109863 (2.52700596096135) | > loss_kl: 1.885010004043579 (1.8482450156652628) | > loss_feat: 8.579193115234375 (7.268959714584993) | > loss_mel: 18.945369720458984 (18.405133784318167) | > loss_duration: 2.013901948928833 (2.038042501241219) | > loss_1: 33.986846923828125 (32.08738684453885) | > grad_norm_1: tensor(203.0477, device='cuda:0') (tensor(194.3571, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3723 (0.3657239144589721) | > loader_time: 0.0039 (0.003811633887411166)  --> TIME: 2024-06-11 05:33:47 -- STEP: 144/330 -- GLOBAL_STEP: 197375 | > loss_disc: 2.4205894470214844 (2.311689934796757) | > loss_disc_real_0: 0.13581480085849762 (0.11097155832168128) | > loss_disc_real_1: 0.19971171021461487 (0.19759826093084282) | > loss_disc_real_2: 0.22249144315719604 (0.21326999780204567) | > loss_disc_real_3: 0.22072014212608337 (0.22738728134168518) | > loss_disc_real_4: 0.2578231990337372 (0.2243940978207522) | > loss_disc_real_5: 0.23705396056175232 (0.21381384568909803) | > loss_0: 2.4205894470214844 (2.311689934796757) | > grad_norm_0: tensor(25.8694, device='cuda:0') (tensor(17.2039, device='cuda:0')) | > loss_gen: 2.4066944122314453 (2.530814622839292) | > loss_kl: 1.8946019411087036 (1.8589326010810003) | > loss_feat: 7.600792407989502 (7.287352916267185) | > loss_mel: 18.07032585144043 (18.397459877861866) | > loss_duration: 2.023284435272217 (2.0413317456841464) | > loss_1: 31.995698928833008 (32.11589161554972) | > grad_norm_1: tensor(221.3251, device='cuda:0') (tensor(201.7658, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3737 (0.3668846868806416) | > loader_time: 0.0042 (0.0039190732770495946)  --> TIME: 2024-06-11 05:33:56 -- STEP: 169/330 -- GLOBAL_STEP: 197400 | > loss_disc: 2.2819643020629883 (2.308395981083255) | > loss_disc_real_0: 0.07558171451091766 (0.11056959144109806) | > loss_disc_real_1: 0.220775306224823 (0.19734801978049193) | > loss_disc_real_2: 0.21403348445892334 (0.21286385290368784) | > loss_disc_real_3: 0.23864053189754486 (0.22706697987028834) | > loss_disc_real_4: 0.20948241651058197 (0.2242354591922647) | > loss_disc_real_5: 0.19169387221336365 (0.21337880767308748) | > loss_0: 2.2819643020629883 (2.308395981083255) | > grad_norm_0: tensor(8.4049, device='cuda:0') (tensor(18.0677, device='cuda:0')) | > loss_gen: 2.599341630935669 (2.5356091931021405) | > loss_kl: 1.9364036321640015 (1.8649511224419408) | > loss_feat: 7.569533348083496 (7.313555914974779) | > loss_mel: 19.018699645996094 (18.388767332720334) | > loss_duration: 2.082874298095703 (2.0448229884254854) | > loss_1: 33.206851959228516 (32.14770639859712) | > grad_norm_1: tensor(338.1100, device='cuda:0') (tensor(212.9087, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3754 (0.36810936589212806) | > loader_time: 0.0045 (0.004002617661064193)  --> TIME: 2024-06-11 05:34:06 -- STEP: 194/330 -- GLOBAL_STEP: 197425 | > loss_disc: 2.3390636444091797 (2.3079556361916147) | > loss_disc_real_0: 0.09423545002937317 (0.11093544084386728) | > loss_disc_real_1: 0.17228148877620697 (0.19731539073064155) | > loss_disc_real_2: 0.2613332271575928 (0.21317028354123702) | > loss_disc_real_3: 0.23705297708511353 (0.22684030687993334) | > loss_disc_real_4: 0.16558995842933655 (0.22318347589564078) | > loss_disc_real_5: 0.1642543375492096 (0.21318048346288426) | > loss_0: 2.3390636444091797 (2.3079556361916147) | > grad_norm_0: tensor(16.9120, device='cuda:0') (tensor(19.6542, device='cuda:0')) | > loss_gen: 2.351241111755371 (2.540345536064854) | > loss_kl: 1.8320478200912476 (1.8682656441767191) | > loss_feat: 6.982081413269043 (7.323208236202753) | > loss_mel: 18.952253341674805 (18.390242724074525) | > loss_duration: 2.0642476081848145 (2.051351808395581) | > loss_1: 32.18186950683594 (32.173413787920445) | > grad_norm_1: tensor(263.6967, device='cuda:0') (tensor(224.7467, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.3823 (0.37001816390715914) | > loader_time: 0.0048 (0.004122485819551135)  --> TIME: 2024-06-11 05:34:16 -- STEP: 219/330 -- GLOBAL_STEP: 197450 | > loss_disc: 2.388373374938965 (2.3117378999109146) | > loss_disc_real_0: 0.16917169094085693 (0.11164895783616527) | > loss_disc_real_1: 0.17448797821998596 (0.19737265112737543) | > loss_disc_real_2: 0.20968972146511078 (0.21337466676757766) | > loss_disc_real_3: 0.1809055209159851 (0.22754568140528517) | > loss_disc_real_4: 0.2890608310699463 (0.22351441331650024) | > loss_disc_real_5: 0.2275480479001999 (0.21435837155063403) | > loss_0: 2.388373374938965 (2.3117378999109146) | > grad_norm_0: tensor(43.8999, device='cuda:0') (tensor(22.1914, device='cuda:0')) | > loss_gen: 2.662675380706787 (2.549035677626796) | > loss_kl: 2.070629358291626 (1.873902403600684) | > loss_feat: 7.691593170166016 (7.365437762378014) | > loss_mel: 18.487424850463867 (18.353312705749797) | > loss_duration: 2.102543354034424 (2.058251921444722) | > loss_1: 33.01486587524414 (32.1999403200193) | > grad_norm_1: tensor(124.2888, device='cuda:0') (tensor(244.6324, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.4094 (0.37505301492943605) | > loader_time: 0.0049 (0.0042386697307569285)  --> TIME: 2024-06-11 05:34:27 -- STEP: 244/330 -- GLOBAL_STEP: 197475 | > loss_disc: 2.381432294845581 (2.317914735098355) | > loss_disc_real_0: 0.07365980744361877 (0.11309437006406609) | > loss_disc_real_1: 0.19509290158748627 (0.19839636175358882) | > loss_disc_real_2: 0.2568178176879883 (0.21403116268701247) | > loss_disc_real_3: 0.24218787252902985 (0.22769800323199052) | > loss_disc_real_4: 0.21475599706172943 (0.22346581249940592) | > loss_disc_real_5: 0.2163764238357544 (0.21478343522939525) | > loss_0: 2.381432294845581 (2.317914735098355) | > grad_norm_0: tensor(52.5498, device='cuda:0') (tensor(25.3342, device='cuda:0')) | > loss_gen: 2.491558313369751 (2.5463833945696464) | > loss_kl: 1.851963996887207 (1.8816822527861985) | > loss_feat: 6.698103904724121 (7.343203800623535) | > loss_mel: 17.009309768676758 (18.330324305862685) | > loss_duration: 2.0714569091796875 (2.066301262280979) | > loss_1: 30.122392654418945 (32.16789485587447) | > grad_norm_1: tensor(461.7303, device='cuda:0') (tensor(258.5494, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.4482 (0.3802927370931281) | > loader_time: 0.0056 (0.004378247456472429)  --> TIME: 2024-06-11 05:34:39 -- STEP: 269/330 -- GLOBAL_STEP: 197500 | > loss_disc: 2.240442991256714 (2.3172469475898607) | > loss_disc_real_0: 0.08706031739711761 (0.11392161510469302) | > loss_disc_real_1: 0.20681677758693695 (0.1982562908120315) | > loss_disc_real_2: 0.22573983669281006 (0.21404211162191347) | > loss_disc_real_3: 0.21976648271083832 (0.22743714847307667) | > loss_disc_real_4: 0.21911421418190002 (0.2235839782926673) | > loss_disc_real_5: 0.2329724282026291 (0.21484906860665318) | > loss_0: 2.240442991256714 (2.3172469475898607) | > grad_norm_0: tensor(6.1731, device='cuda:0') (tensor(26.0331, device='cuda:0')) | > loss_gen: 2.570662498474121 (2.546853169189509) | > loss_kl: 1.8586441278457642 (1.885021152992674) | > loss_feat: 7.285423755645752 (7.349877385844973) | > loss_mel: 17.928903579711914 (18.296051854980927) | > loss_duration: 2.154909610748291 (2.073685116484262) | > loss_1: 31.79854393005371 (32.151488555851465) | > grad_norm_1: tensor(108.6093, device='cuda:0') (tensor(268.6800, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.4406 (0.38562428818316263) | > loader_time: 0.0064 (0.004532509133718271) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_197500.pth  --> TIME: 2024-06-11 05:34:55 -- STEP: 294/330 -- GLOBAL_STEP: 197525 | > loss_disc: 2.3499808311462402 (2.3212478274390813) | > loss_disc_real_0: 0.10428124666213989 (0.11504421418621427) | > loss_disc_real_1: 0.1452719122171402 (0.19900566790582377) | > loss_disc_real_2: 0.23401354253292084 (0.21428634104680047) | > loss_disc_real_3: 0.24076609313488007 (0.2273702888565809) | > loss_disc_real_4: 0.2651614546775818 (0.22386761628040652) | > loss_disc_real_5: 0.2379520684480667 (0.21471978161407976) | > loss_0: 2.3499808311462402 (2.3212478274390813) | > grad_norm_0: tensor(35.2691, device='cuda:0') (tensor(26.6930, device='cuda:0')) | > loss_gen: 2.665863513946533 (2.5439531389547847) | > loss_kl: 2.0729005336761475 (1.8892618754283101) | > loss_feat: 8.246649742126465 (7.361716502377778) | > loss_mel: 18.05810546875 (18.25325629175926) | > loss_duration: 2.214535713195801 (2.0828472428581333) | > loss_1: 33.258052825927734 (32.13103492892517) | > grad_norm_1: tensor(497.7454, device='cuda:0') (tensor(280.0663, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.4607 (0.39188524330554364) | > loader_time: 0.0066 (0.004691282908121746)  --> TIME: 2024-06-11 05:35:08 -- STEP: 319/330 -- GLOBAL_STEP: 197550 | > loss_disc: 2.4072017669677734 (2.3240919001050115) | > loss_disc_real_0: 0.10260407626628876 (0.11562700813700413) | > loss_disc_real_1: 0.1906641125679016 (0.19884530111540077) | > loss_disc_real_2: 0.200522780418396 (0.21427795706684696) | > loss_disc_real_3: 0.23371785879135132 (0.2277378129267767) | > loss_disc_real_4: 0.22175265848636627 (0.2241858038876124) | > loss_disc_real_5: 0.23139774799346924 (0.21536792996908805) | > loss_0: 2.4072017669677734 (2.3240919001050115) | > grad_norm_0: tensor(17.1549, device='cuda:0') (tensor(28.3664, device='cuda:0')) | > loss_gen: 2.693969488143921 (2.5445372736939817) | > loss_kl: 2.0235595703125 (1.8943814259711478) | > loss_feat: 9.465511322021484 (7.392481199999963) | > loss_mel: 17.86762046813965 (18.221491505733482) | > loss_duration: 2.2601356506347656 (2.09592260723951) | > loss_1: 34.310794830322266 (32.14881386951217) | > grad_norm_1: tensor(411.7434, device='cuda:0') (tensor(291.5422, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.5714 (0.401576619910596) | > loader_time: 0.0088 (0.00491233305497603)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4886021614074707 (2.4886021614074707) | > loss_disc_real_0: 0.1227950006723404 (0.1227950006723404) | > loss_disc_real_1: 0.13319770991802216 (0.13319770991802216) | > loss_disc_real_2: 0.30708402395248413 (0.30708402395248413) | > loss_disc_real_3: 0.29964590072631836 (0.29964590072631836) | > loss_disc_real_4: 0.3282693028450012 (0.3282693028450012) | > loss_disc_real_5: 0.20956024527549744 (0.20956024527549744) | > loss_0: 2.4886021614074707 (2.4886021614074707) | > loss_gen: 2.37172794342041 (2.37172794342041) | > loss_kl: 2.0605087280273438 (2.0605087280273438) | > loss_feat: 5.2686028480529785 (5.2686028480529785) | > loss_mel: 14.55424976348877 (14.55424976348877) | > loss_duration: 2.751995086669922 (2.751995086669922) | > loss_1: 27.007083892822266 (27.007083892822266)  --> STEP: 1 | > loss_disc: 2.7042179107666016 (2.7042179107666016) | > loss_disc_real_0: 0.1814044713973999 (0.1814044713973999) | > loss_disc_real_1: 0.12335548549890518 (0.12335548549890518) | > loss_disc_real_2: 0.21895505487918854 (0.21895505487918854) | > loss_disc_real_3: 0.2856716215610504 (0.2856716215610504) | > loss_disc_real_4: 0.3199460804462433 (0.3199460804462433) | > loss_disc_real_5: 0.3103691637516022 (0.3103691637516022) | > loss_0: 2.7042179107666016 (2.7042179107666016) | > loss_gen: 2.400409460067749 (2.400409460067749) | > loss_kl: 2.228818655014038 (2.228818655014038) | > loss_feat: 7.424458026885986 (7.424458026885986) | > loss_mel: 19.8958740234375 (19.8958740234375) | > loss_duration: 2.4347057342529297 (2.4347057342529297) | > loss_1: 34.3842658996582 (34.3842658996582)  --> STEP: 2 | > loss_disc: 2.4612114429473877 (2.5827146768569946) | > loss_disc_real_0: 0.07198730856180191 (0.1266958899796009) | > loss_disc_real_1: 0.08757419884204865 (0.10546484217047691) | > loss_disc_real_2: 0.2607755661010742 (0.23986531049013138) | > loss_disc_real_3: 0.3264516294002533 (0.30606162548065186) | > loss_disc_real_4: 0.2950872480869293 (0.3075166642665863) | > loss_disc_real_5: 0.3006053566932678 (0.305487260222435) | > loss_0: 2.4612114429473877 (2.5827146768569946) | > loss_gen: 2.4583497047424316 (2.4293795824050903) | > loss_kl: 2.732469081878662 (2.48064386844635) | > loss_feat: 6.801883697509766 (7.113170862197876) | > loss_mel: 19.656635284423828 (19.776254653930664) | > loss_duration: 2.4824728965759277 (2.4585893154144287) | > loss_1: 34.13180923461914 (34.25803756713867)  --> STEP: 3 | > loss_disc: 2.284832715988159 (2.4834206899007163) | > loss_disc_real_0: 0.1582290679216385 (0.13720694929361343) | > loss_disc_real_1: 0.18844300508499146 (0.13312422980864844) | > loss_disc_real_2: 0.25743404030799866 (0.2457215537627538) | > loss_disc_real_3: 0.2878257632255554 (0.29998300472895306) | > loss_disc_real_4: 0.2618972659111023 (0.2923101981480916) | > loss_disc_real_5: 0.22936847805976868 (0.2801143328348796) | > loss_0: 2.284832715988159 (2.4834206899007163) | > loss_gen: 2.722677230834961 (2.5271454652150473) | > loss_kl: 3.1268556118011475 (2.696047782897949) | > loss_feat: 5.096523284912109 (6.44095500310262) | > loss_mel: 16.77328872680664 (18.77526601155599) | > loss_duration: 2.2834219932556152 (2.4002002080281577) | > loss_1: 30.00276756286621 (32.83961423238119)  --> STEP: 4 | > loss_disc: 2.547691822052002 (2.4994884729385376) | > loss_disc_real_0: 0.11772561073303223 (0.13233661465346813) | > loss_disc_real_1: 0.1268564909696579 (0.1315572950989008) | > loss_disc_real_2: 0.21860367059707642 (0.23894208297133446) | > loss_disc_real_3: 0.29004061222076416 (0.2974974066019058) | > loss_disc_real_4: 0.26709437370300293 (0.28600624203681946) | > loss_disc_real_5: 0.22215494513511658 (0.2656244859099388) | > loss_0: 2.547691822052002 (2.4994884729385376) | > loss_gen: 2.2708969116210938 (2.463083326816559) | > loss_kl: 2.130272388458252 (2.554603934288025) | > loss_feat: 6.560437202453613 (6.470825552940369) | > loss_mel: 17.715167999267578 (18.510241508483887) | > loss_duration: 2.2853310108184814 (2.3714829087257385) | > loss_1: 30.962106704711914 (32.37023735046387)  --> STEP: 5 | > loss_disc: 2.444380283355713 (2.4884668350219727) | > loss_disc_real_0: 0.1982448399066925 (0.145518259704113) | > loss_disc_real_1: 0.15391603112220764 (0.13602904230356216) | > loss_disc_real_2: 0.28374478220939636 (0.24790262281894684) | > loss_disc_real_3: 0.2822801172733307 (0.2944539487361908) | > loss_disc_real_4: 0.23177936673164368 (0.2751608669757843) | > loss_disc_real_5: 0.23845165967941284 (0.2601899206638336) | > loss_0: 2.444380283355713 (2.4884668350219727) | > loss_gen: 2.6638295650482178 (2.5032325744628907) | > loss_kl: 2.487635612487793 (2.5412102699279786) | > loss_feat: 6.069556713104248 (6.390571784973145) | > loss_mel: 19.212614059448242 (18.650716018676757) | > loss_duration: 2.4413769245147705 (2.385461711883545) | > loss_1: 32.8750114440918 (32.47119216918945)  --> STEP: 6 | > loss_disc: 2.441810131072998 (2.4806907176971436) | > loss_disc_real_0: 0.15368743240833282 (0.14687978848814964) | > loss_disc_real_1: 0.1540568768978119 (0.13903368140260378) | > loss_disc_real_2: 0.20001964271068573 (0.23992212613423666) | > loss_disc_real_3: 0.34270986914634705 (0.3024966021378835) | > loss_disc_real_4: 0.28250065445899963 (0.2763841648896535) | > loss_disc_real_5: 0.21939964592456818 (0.2533915415406227) | > loss_0: 2.441810131072998 (2.4806907176971436) | > loss_gen: 2.533993721008301 (2.508359432220459) | > loss_kl: 2.4262778759002686 (2.5220548709233603) | > loss_feat: 6.129428386688232 (6.347047885258992) | > loss_mel: 19.186588287353516 (18.74002806345622) | > loss_duration: 2.144073009490967 (2.3452302614847818) | > loss_1: 32.42036056518555 (32.462720235188804)  --> STEP: 7 | > loss_disc: 2.121020555496216 (2.4293092659541538) | > loss_disc_real_0: 0.0684153288602829 (0.13567057996988297) | > loss_disc_real_1: 0.16335824131965637 (0.1425086185336113) | > loss_disc_real_2: 0.22369515895843506 (0.237603987966265) | > loss_disc_real_3: 0.19817204773426056 (0.2875930943659374) | > loss_disc_real_4: 0.18563029170036316 (0.263419325862612) | > loss_disc_real_5: 0.15349845588207245 (0.2391211007322584) | > loss_0: 2.121020555496216 (2.4293092659541538) | > loss_gen: 2.446040391921997 (2.4994567121778215) | > loss_kl: 3.98034930229187 (2.730382646833147) | > loss_feat: 7.225446701049805 (6.472533430371966) | > loss_mel: 17.04419708251953 (18.497766494750977) | > loss_duration: 2.491614818572998 (2.3661423410688127) | > loss_1: 33.18764877319336 (32.56628145490374)  --> STEP: 8 | > loss_disc: 2.0483241081237793 (2.381686121225357) | > loss_disc_real_0: 0.1005135029554367 (0.13127594534307718) | > loss_disc_real_1: 0.09813813865184784 (0.13696230854839087) | > loss_disc_real_2: 0.18234634399414062 (0.23069678246974945) | > loss_disc_real_3: 0.20055826008319855 (0.276713740080595) | > loss_disc_real_4: 0.20112907886505127 (0.25563304498791695) | > loss_disc_real_5: 0.16527272760868073 (0.22989005409181118) | > loss_0: 2.0483241081237793 (2.381686121225357) | > loss_gen: 2.490482807159424 (2.498334974050522) | > loss_kl: 2.7598204612731934 (2.734062373638153) | > loss_feat: 8.663824081420898 (6.746444761753082) | > loss_mel: 19.326295852661133 (18.601332664489746) | > loss_duration: 2.2213525772094727 (2.3480436205863953) | > loss_1: 35.46177673339844 (32.928218364715576)  --> STEP: 9 | > loss_disc: 2.498767614364624 (2.394695176018609) | > loss_disc_real_0: 0.2373216301202774 (0.14305879920721054) | > loss_disc_real_1: 0.13015714287757874 (0.13620617902941173) | > loss_disc_real_2: 0.2410575896501541 (0.2318479832675722) | > loss_disc_real_3: 0.19256560504436493 (0.26736394729879165) | > loss_disc_real_4: 0.2388361543416977 (0.2537667238050037) | > loss_disc_real_5: 0.16459572315216064 (0.22263512843185002) | > loss_0: 2.498767614364624 (2.394695176018609) | > loss_gen: 2.2148051261901855 (2.4668316576215954) | > loss_kl: 2.2095420360565186 (2.6757823361290827) | > loss_feat: 8.261028289794922 (6.9147318204243975) | > loss_mel: 18.796001434326172 (18.622962527804905) | > loss_duration: 2.1226396560668945 (2.322998735639784) | > loss_1: 33.6040153503418 (33.00330691867404)  --> STEP: 10 | > loss_disc: 2.3154356479644775 (2.3867692232131956) | > loss_disc_real_0: 0.12265238165855408 (0.1410181574523449) | > loss_disc_real_1: 0.1470271497964859 (0.13728827610611916) | > loss_disc_real_2: 0.25046274065971375 (0.23370945900678636) | > loss_disc_real_3: 0.2752048373222351 (0.26814803630113604) | > loss_disc_real_4: 0.29200899600982666 (0.257590951025486) | > loss_disc_real_5: 0.271138072013855 (0.22748542279005052) | > loss_0: 2.3154356479644775 (2.3867692232131956) | > loss_gen: 3.1441729068756104 (2.534565782546997) | > loss_kl: 2.3096060752868652 (2.6391647100448608) | > loss_feat: 7.3013014793396 (6.953388786315918) | > loss_mel: 19.51552963256836 (18.71221923828125) | > loss_duration: 2.3436355590820312 (2.3250624179840087) | > loss_1: 34.6142463684082 (33.16440086364746)  --> STEP: 11 | > loss_disc: 2.4339687824249268 (2.391060092232444) | > loss_disc_real_0: 0.13380298018455505 (0.1403622322461822) | > loss_disc_real_1: 0.11664984375238419 (0.13541205498305234) | > loss_disc_real_2: 0.22378309071063995 (0.23280706188895486) | > loss_disc_real_3: 0.2656325399875641 (0.26791935481808404) | > loss_disc_real_4: 0.2591806650161743 (0.25773547047918494) | > loss_disc_real_5: 0.27377983927726746 (0.23169400610707022) | > loss_0: 2.4339687824249268 (2.391060092232444) | > loss_gen: 2.2044384479522705 (2.504554206674749) | > loss_kl: 2.6689014434814453 (2.6418680494481865) | > loss_feat: 6.451630115509033 (6.90777436169711) | > loss_mel: 17.98545265197754 (18.646149548617277) | > loss_duration: 2.4375176429748535 (2.335285620255904) | > loss_1: 31.747940063476562 (33.03563169999556)  --> STEP: 12 | > loss_disc: 2.32027530670166 (2.3851613601048784) | > loss_disc_real_0: 0.11734770983457565 (0.1384443553785483) | > loss_disc_real_1: 0.1293734759092331 (0.13490884006023407) | > loss_disc_real_2: 0.2768881320953369 (0.23648048440615335) | > loss_disc_real_3: 0.22691680490970612 (0.26450247565905255) | > loss_disc_real_4: 0.22626735270023346 (0.255113127330939) | > loss_disc_real_5: 0.17861023545265198 (0.22727035855253538) | > loss_0: 2.32027530670166 (2.3851613601048784) | > loss_gen: 2.169706106185913 (2.4766501983006797) | > loss_kl: 2.182117223739624 (2.6035554806391397) | > loss_feat: 6.085143089294434 (6.839221755663554) | > loss_mel: 18.164215087890625 (18.60598834355672) | > loss_duration: 2.2536633014678955 (2.328483760356903) | > loss_1: 30.854846954345703 (32.85389963785807)  --> STEP: 13 | > loss_disc: 2.318211793899536 (2.380011393473698) | > loss_disc_real_0: 0.0832081288099289 (0.13419541487326989) | > loss_disc_real_1: 0.09719738364219666 (0.13200795879730812) | > loss_disc_real_2: 0.21990235149860382 (0.23520524341326493) | > loss_disc_real_3: 0.2942441999912262 (0.2667903006076813) | > loss_disc_real_4: 0.2870737314224243 (0.25757163533797633) | > loss_disc_real_5: 0.22393226623535156 (0.22701358222044432) | > loss_0: 2.318211793899536 (2.380011393473698) | > loss_gen: 2.335176467895508 (2.465767603654128) | > loss_kl: 3.0889992713928223 (2.6408973106971154) | > loss_feat: 5.934080600738525 (6.769595512977014) | > loss_mel: 18.005983352661133 (18.55983411348783) | > loss_duration: 2.187124013900757 (2.3176099337064304) | > loss_1: 31.55136489868164 (32.753704657921425)  --> STEP: 14 | > loss_disc: 2.3185107707977295 (2.3756184918539867) | > loss_disc_real_0: 0.05944383889436722 (0.12885601658906257) | > loss_disc_real_1: 0.08010180294513702 (0.12830037623643875) | > loss_disc_real_2: 0.23575150966644287 (0.23524426243134908) | > loss_disc_real_3: 0.21710635721683502 (0.2632414475083351) | > loss_disc_real_4: 0.22061972320079803 (0.2549322130424636) | > loss_disc_real_5: 0.25276151299476624 (0.22885272013289587) | > loss_0: 2.3185107707977295 (2.3756184918539867) | > loss_gen: 2.173165798187256 (2.4448674746922086) | > loss_kl: 2.5551187992095947 (2.6347702741622925) | > loss_feat: 7.84305477142334 (6.846271174294608) | > loss_mel: 19.436433792114258 (18.62244837624686) | > loss_duration: 2.3628334999084473 (2.3208401884351457) | > loss_1: 34.37060546875 (32.86919757298061)  --> STEP: 15 | > loss_disc: 2.1024770736694336 (2.3574090639750165) | > loss_disc_real_0: 0.15015679597854614 (0.13027606854836146) | > loss_disc_real_1: 0.11588297039270401 (0.12747254918018977) | > loss_disc_real_2: 0.17724069952964783 (0.23137735823790231) | > loss_disc_real_3: 0.19567865133285522 (0.2587372610966365) | > loss_disc_real_4: 0.22567038238048553 (0.2529814243316651) | > loss_disc_real_5: 0.2359558790922165 (0.22932626406351725) | > loss_0: 2.1024770736694336 (2.3574090639750165) | > loss_gen: 2.6511549949645996 (2.458619976043701) | > loss_kl: 2.9769208431243896 (2.6575803120930988) | > loss_feat: 8.775607109069824 (6.974893569946289) | > loss_mel: 19.533447265625 (18.683181635538737) | > loss_duration: 2.290383815765381 (2.3188097635904947) | > loss_1: 36.22751235961914 (33.093085225423174)  --> STEP: 16 | > loss_disc: 2.381415843963623 (2.358909487724304) | > loss_disc_real_0: 0.11578817665576935 (0.12937057530507445) | > loss_disc_real_1: 0.18997305631637573 (0.1313788308762014) | > loss_disc_real_2: 0.26828089356422424 (0.23368382919579744) | > loss_disc_real_3: 0.2240505814552307 (0.2565693436190486) | > loss_disc_real_4: 0.19411757588386536 (0.24930243380367761) | > loss_disc_real_5: 0.20244164764881134 (0.22764597553759813) | > loss_0: 2.381415843963623 (2.358909487724304) | > loss_gen: 2.3345394134521484 (2.450864940881729) | > loss_kl: 3.020627737045288 (2.680270776152611) | > loss_feat: 7.327881813049316 (6.996955335140228) | > loss_mel: 14.552242279052734 (18.424997925758362) | > loss_duration: 2.384849786758423 (2.3229372650384903) | > loss_1: 29.620141983032227 (32.87602627277374)  --> STEP: 17 | > loss_disc: 2.384249448776245 (2.360400073668536) | > loss_disc_real_0: 0.09997972846031189 (0.1276417019612649) | > loss_disc_real_1: 0.14924366772174835 (0.1324297036318218) | > loss_disc_real_2: 0.28466877341270447 (0.23668294356149785) | > loss_disc_real_3: 0.3248075842857361 (0.26058335777591257) | > loss_disc_real_4: 0.2490486204624176 (0.24928750360713292) | > loss_disc_real_5: 0.29214614629745483 (0.2314401032293544) | > loss_0: 2.384249448776245 (2.360400073668536) | > loss_gen: 2.530972957611084 (2.4555771771599266) | > loss_kl: 2.1106152534484863 (2.6467616277582504) | > loss_feat: 5.972647190093994 (6.936701914843391) | > loss_mel: 17.826919555664062 (18.389816845164578) | > loss_duration: 2.402615547180176 (2.3276242228115307) | > loss_1: 30.843772888183594 (32.75648195603315)  --> STEP: 18 | > loss_disc: 2.1938445568084717 (2.3511469893985324) | > loss_disc_real_0: 0.10783937573432922 (0.12654157272643513) | > loss_disc_real_1: 0.1176505982875824 (0.1316086422238085) | > loss_disc_real_2: 0.250556081533432 (0.23745367344882753) | > loss_disc_real_3: 0.2077130824327469 (0.2576461202568478) | > loss_disc_real_4: 0.19313973188400269 (0.2461681829558479) | > loss_disc_real_5: 0.1502881646156311 (0.22693166219525868) | > loss_0: 2.1938445568084717 (2.3511469893985324) | > loss_gen: 2.5053114891052246 (2.458340194490221) | > loss_kl: 1.8212260007858276 (2.6008985373708935) | > loss_feat: 8.355048179626465 (7.015498929553562) | > loss_mel: 19.850088119506836 (18.470943027072483) | > loss_duration: 2.309663772583008 (2.326626420021057) | > loss_1: 34.841339111328125 (32.87230735354953)  --> STEP: 19 | > loss_disc: 2.525970935821533 (2.3603482497365853) | > loss_disc_real_0: 0.172411248087883 (0.12895576616651133) | > loss_disc_real_1: 0.11733648926019669 (0.13085747627835526) | > loss_disc_real_2: 0.2921053171157837 (0.2403300757470884) | > loss_disc_real_3: 0.2177681028842926 (0.25554727723723963) | > loss_disc_real_4: 0.28014886379241943 (0.24795663984198324) | > loss_disc_real_5: 0.29829293489456177 (0.23068751865311674) | > loss_0: 2.525970935821533 (2.3603482497365853) | > loss_gen: 2.5188610553741455 (2.461525502957796) | > loss_kl: 1.8538542985916138 (2.5615804195404053) | > loss_feat: 8.461650848388672 (7.09161218843962) | > loss_mel: 17.48486328125 (18.419044093081826) | > loss_duration: 2.312211036682129 (2.3258677156347978) | > loss_1: 32.63144302368164 (32.859630283556484)  --> STEP: 20 | > loss_disc: 2.608837842941284 (2.37277272939682) | > loss_disc_real_0: 0.15138185024261475 (0.13007707037031652) | > loss_disc_real_1: 0.11497103422880173 (0.13006315417587758) | > loss_disc_real_2: 0.3036647140979767 (0.2434968076646328) | > loss_disc_real_3: 0.23254068195819855 (0.25439694747328756) | > loss_disc_real_4: 0.25822025537490845 (0.2484698206186295) | > loss_disc_real_5: 0.24029554426670074 (0.23116791993379593) | > loss_0: 2.608837842941284 (2.37277272939682) | > loss_gen: 2.1111505031585693 (2.4440067529678347) | > loss_kl: 2.241118907928467 (2.5455573439598083) | > loss_feat: 7.065382957458496 (7.090300726890564) | > loss_mel: 18.111738204956055 (18.403678798675536) | > loss_duration: 2.3277952671051025 (2.325964093208313) | > loss_1: 31.85718536376953 (32.80950803756714)  --> STEP: 21 | > loss_disc: 2.2626614570617676 (2.367529335476103) | > loss_disc_real_0: 0.08557072281837463 (0.1279577204868907) | > loss_disc_real_1: 0.17797856032848358 (0.13234484018314452) | > loss_disc_real_2: 0.2143857330083847 (0.24211056601433528) | > loss_disc_real_3: 0.26866984367370605 (0.25507660919711705) | > loss_disc_real_4: 0.26243242621421814 (0.2491347065993718) | > loss_disc_real_5: 0.26747310161590576 (0.2328967381091345) | > loss_0: 2.2626614570617676 (2.367529335476103) | > loss_gen: 2.480419874191284 (2.4457407111213323) | > loss_kl: 2.074051856994629 (2.5231047017233714) | > loss_feat: 4.951754570007324 (6.988465195610409) | > loss_mel: 16.733640670776367 (18.324153173537482) | > loss_duration: 2.198603391647339 (2.3198992978958857) | > loss_1: 28.43846893310547 (32.60136331830706)  --> STEP: 22 | > loss_disc: 2.406315326690674 (2.3692923350767656) | > loss_disc_real_0: 0.10570239275693893 (0.1269461146809838) | > loss_disc_real_1: 0.18895427882671356 (0.13491799648512492) | > loss_disc_real_2: 0.31304073333740234 (0.24533466452902014) | > loss_disc_real_3: 0.2193109393119812 (0.25345089692961087) | > loss_disc_real_4: 0.19091816246509552 (0.2464885000478138) | > loss_disc_real_5: 0.16607443988323212 (0.22985936091704803) | > loss_0: 2.406315326690674 (2.3692923350767656) | > loss_gen: 2.4087166786193848 (2.444057800553062) | > loss_kl: 1.9286936521530151 (2.496086017651992) | > loss_feat: 10.147430419921875 (7.132054523988203) | > loss_mel: 17.918758392333984 (18.30572613802823) | > loss_duration: 2.1911892890930176 (2.3140488429503008) | > loss_1: 34.59478759765625 (32.69197351282293)  --> STEP: 23 | > loss_disc: 2.429236650466919 (2.3718986096589463) | > loss_disc_real_0: 0.0803738683462143 (0.12492123440555904) | > loss_disc_real_1: 0.07393928617238998 (0.1322667482106582) | > loss_disc_real_2: 0.24174758791923523 (0.2451787046764208) | > loss_disc_real_3: 0.28967589139938354 (0.2550258966891662) | > loss_disc_real_4: 0.2922297418117523 (0.24847724968972418) | > loss_disc_real_5: 0.30276262760162354 (0.2330290681642035) | > loss_0: 2.429236650466919 (2.3718986096589463) | > loss_gen: 2.3202385902404785 (2.438674356626428) | > loss_kl: 2.282639741897583 (2.486805744793105) | > loss_feat: 6.831707000732422 (7.118995936020561) | > loss_mel: 16.462785720825195 (18.225598293802012) | > loss_duration: 2.2764475345611572 (2.3124140034551206) | > loss_1: 30.173818588256836 (32.582488516102664)  --> STEP: 24 | > loss_disc: 2.6760008335113525 (2.3845695356527963) | > loss_disc_real_0: 0.13977527618408203 (0.1255401528129975) | > loss_disc_real_1: 0.0721556767821312 (0.12976212023446956) | > loss_disc_real_2: 0.3328434228897095 (0.24883140126864114) | > loss_disc_real_3: 0.2889624536037445 (0.25643991989394027) | > loss_disc_real_4: 0.29402831196784973 (0.2503752106179794) | > loss_disc_real_5: 0.29962560534477234 (0.23580392388006052) | > loss_0: 2.6760008335113525 (2.3845695356527963) | > loss_gen: 2.2961132526397705 (2.432734310626984) | > loss_kl: 1.9226058721542358 (2.4632974167664856) | > loss_feat: 7.6294755935668945 (7.140265921751658) | > loss_mel: 17.24755859375 (18.18484663963318) | > loss_duration: 2.3527650833129883 (2.3140952984491983) | > loss_1: 31.44852066040039 (32.5352398554484)  --> STEP: 25 | > loss_disc: 2.603391408920288 (2.393322410583496) | > loss_disc_real_0: 0.20257879793643951 (0.12862169861793518) | > loss_disc_real_1: 0.1432475745677948 (0.1303015384078026) | > loss_disc_real_2: 0.3137619197368622 (0.25142862200737) | > loss_disc_real_3: 0.25625014305114746 (0.2564323288202286) | > loss_disc_real_4: 0.25459644198417664 (0.2505440598726273) | > loss_disc_real_5: 0.18850025534629822 (0.23391177713871003) | > loss_0: 2.603391408920288 (2.393322410583496) | > loss_gen: 2.272645950317383 (2.4263307762146002) | > loss_kl: 2.3001060485839844 (2.4567697620391855) | > loss_feat: 7.073612213134766 (7.137599773406983) | > loss_mel: 18.474836349487305 (18.196446228027344) | > loss_duration: 2.345027446746826 (2.3153325843811037) | > loss_1: 32.46622848510742 (32.53247940063476)  --> STEP: 26 | > loss_disc: 2.995659112930298 (2.416489206827604) | > loss_disc_real_0: 0.2663041055202484 (0.13391717580648568) | > loss_disc_real_1: 0.13451947271823883 (0.13046376665051168) | > loss_disc_real_2: 0.2134014219045639 (0.2499660373880313) | > loss_disc_real_3: 0.2803267538547516 (0.25735134516771024) | > loss_disc_real_4: 0.5321158766746521 (0.2613737451342436) | > loss_disc_real_5: 0.20555710792541504 (0.23282121293819869) | > loss_0: 2.995659112930298 (2.416489206827604) | > loss_gen: 1.9881092309951782 (2.4094761013984685) | > loss_kl: 2.3755955696105957 (2.4536476777150087) | > loss_feat: 7.004317283630371 (7.13247352380019) | > loss_mel: 11.44015121459961 (17.93658872751089) | > loss_duration: 2.332188606262207 (2.3159808929149923) | > loss_1: 25.140361785888672 (32.24816718468299) --> EVAL PERFORMANCE | > avg_loader_time: 0.002362462190481332 (-5.009541144737877e-05) | > avg_loss_disc: 2.416489206827604 (+0.004165392655592015) | > avg_loss_disc_real_0: 0.13391717580648568 (-0.016346952233176948) | > avg_loss_disc_real_1: 0.13046376665051168 (-0.17912094954114693) | > avg_loss_disc_real_2: 0.2499660373880313 (-0.02614066692499012) | > avg_loss_disc_real_3: 0.25735134516771024 (-0.036146290600299835) | > avg_loss_disc_real_4: 0.2613737451342436 (+0.016637156789119423) | > avg_loss_disc_real_5: 0.23282121293819869 (+0.007913683469478905) | > avg_loss_0: 2.416489206827604 (+0.004165392655592015) | > avg_loss_gen: 2.4094761013984685 (-0.43212709518579295) | > avg_loss_kl: 2.4536476777150087 (-0.007205275388863175) | > avg_loss_feat: 7.13247352380019 (-0.11930709618788438) | > avg_loss_mel: 17.93658872751089 (-0.34229608682485946) | > avg_loss_duration: 2.3159808929149923 (+0.011730239941524001) | > avg_loss_1: 32.24816718468299 (-0.889205125661995)  > EPOCH: 332/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:35:34)   --> TIME: 2024-06-11 05:35:40 -- STEP: 14/330 -- GLOBAL_STEP: 197575 | > loss_disc: 2.3545076847076416 (2.367013743945531) | > loss_disc_real_0: 0.13969431817531586 (0.12268902627485138) | > loss_disc_real_1: 0.20949050784111023 (0.20936356165579387) | > loss_disc_real_2: 0.20448771119117737 (0.2075512409210205) | > loss_disc_real_3: 0.19605959951877594 (0.2268540933728218) | > loss_disc_real_4: 0.20895902812480927 (0.2416332034128053) | > loss_disc_real_5: 0.2189868986606598 (0.22120768576860428) | > loss_0: 2.3545076847076416 (2.367013743945531) | > grad_norm_0: tensor(25.1303, device='cuda:0') (tensor(10.4471, device='cuda:0')) | > loss_gen: 2.5802340507507324 (2.538927640233721) | > loss_kl: 1.7120848894119263 (1.8868135213851929) | > loss_feat: 6.797001838684082 (6.956806523459298) | > loss_mel: 17.489721298217773 (18.615370205470494) | > loss_duration: 2.086109161376953 (2.1527009521211897) | > loss_1: 30.665151596069336 (32.150618825639995) | > grad_norm_1: tensor(218.0838, device='cuda:0') (tensor(118.0164, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3687 (0.35917987142290386) | > loader_time: 0.003 (0.003113320895603725)  --> TIME: 2024-06-11 05:35:50 -- STEP: 39/330 -- GLOBAL_STEP: 197600 | > loss_disc: 2.3689990043640137 (2.3174166312584514) | > loss_disc_real_0: 0.07886549085378647 (0.1116758766464698) | > loss_disc_real_1: 0.1604299396276474 (0.20233709002152467) | > loss_disc_real_2: 0.21420036256313324 (0.21028504998255998) | > loss_disc_real_3: 0.20907363295555115 (0.22538943474109358) | > loss_disc_real_4: 0.2244366556406021 (0.2290938213849679) | > loss_disc_real_5: 0.19825246930122375 (0.21915486951669058) | > loss_0: 2.3689990043640137 (2.3174166312584514) | > grad_norm_0: tensor(13.3655, device='cuda:0') (tensor(9.9389, device='cuda:0')) | > loss_gen: 2.297426223754883 (2.541773783854949) | > loss_kl: 1.7897007465362549 (1.8395732121589856) | > loss_feat: 7.376330375671387 (7.159114067371075) | > loss_mel: 18.209001541137695 (18.416464145366962) | > loss_duration: 2.029383420944214 (2.076592491223262) | > loss_1: 31.701841354370117 (32.03351759299255) | > grad_norm_1: tensor(170.0000, device='cuda:0') (tensor(124.2000, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3628 (0.36492290863623983) | > loader_time: 0.0031 (0.0033738124064910105)  --> TIME: 2024-06-11 05:35:59 -- STEP: 64/330 -- GLOBAL_STEP: 197625 | > loss_disc: 2.3321478366851807 (2.32218186557293) | > loss_disc_real_0: 0.10263808816671371 (0.11246868153102696) | > loss_disc_real_1: 0.1968066692352295 (0.2019466736819595) | > loss_disc_real_2: 0.24492137134075165 (0.21253247512504458) | > loss_disc_real_3: 0.2357235550880432 (0.22591989394277334) | > loss_disc_real_4: 0.2191222906112671 (0.2292449453379959) | > loss_disc_real_5: 0.1933697760105133 (0.21846676897257566) | > loss_0: 2.3321478366851807 (2.32218186557293) | > grad_norm_0: tensor(16.0161, device='cuda:0') (tensor(10.0423, device='cuda:0')) | > loss_gen: 2.4227449893951416 (2.52489922195673) | > loss_kl: 1.7518881559371948 (1.8243441451340914) | > loss_feat: 7.346121311187744 (7.207452021539211) | > loss_mel: 19.27069854736328 (18.446546077728268) | > loss_duration: 2.0239577293395996 (2.051305089145899) | > loss_1: 32.81541061401367 (32.05454656481743) | > grad_norm_1: tensor(188.1292, device='cuda:0') (tensor(121.6678, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3709 (0.36837783828377724) | > loader_time: 0.0037 (0.0034370683133602142)  --> TIME: 2024-06-11 05:36:09 -- STEP: 89/330 -- GLOBAL_STEP: 197650 | > loss_disc: 2.370070219039917 (2.321789800451043) | > loss_disc_real_0: 0.0892096608877182 (0.11250759736540612) | > loss_disc_real_1: 0.16928695142269135 (0.20078382465276826) | > loss_disc_real_2: 0.20160578191280365 (0.2122977315709832) | > loss_disc_real_3: 0.25345221161842346 (0.2260802806763167) | > loss_disc_real_4: 0.25642767548561096 (0.22753567374154424) | > loss_disc_real_5: 0.20267492532730103 (0.2178398852937677) | > loss_0: 2.370070219039917 (2.321789800451043) | > grad_norm_0: tensor(15.2006, device='cuda:0') (tensor(12.0345, device='cuda:0')) | > loss_gen: 2.3393070697784424 (2.5272721306661543) | > loss_kl: 1.81284499168396 (1.8318535317195934) | > loss_feat: 6.451174736022949 (7.243433137957969) | > loss_mel: 17.571022033691406 (18.376682967282402) | > loss_duration: 2.0387625694274902 (2.041149988603056) | > loss_1: 30.213111877441406 (32.02039172140399) | > grad_norm_1: tensor(153.4297, device='cuda:0') (tensor(152.9016, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3698 (0.3691505260681838) | > loader_time: 0.0036 (0.0035517054997133406)  --> TIME: 2024-06-11 05:36:18 -- STEP: 114/330 -- GLOBAL_STEP: 197675 | > loss_disc: 2.2644083499908447 (2.3114235338411824) | > loss_disc_real_0: 0.12736037373542786 (0.11214741345560342) | > loss_disc_real_1: 0.2022639662027359 (0.20027744364843034) | > loss_disc_real_2: 0.217988520860672 (0.21247145115283497) | > loss_disc_real_3: 0.21654847264289856 (0.22545090474580465) | > loss_disc_real_4: 0.2258288860321045 (0.22641758110962415) | > loss_disc_real_5: 0.20185630023479462 (0.21583251838098494) | > loss_0: 2.2644083499908447 (2.3114235338411824) | > grad_norm_0: tensor(21.0296, device='cuda:0') (tensor(13.6138, device='cuda:0')) | > loss_gen: 2.7292394638061523 (2.539597944209451) | > loss_kl: 2.013753890991211 (1.8455950858300192) | > loss_feat: 7.531543731689453 (7.293653555083693) | > loss_mel: 18.48674201965332 (18.393078352275637) | > loss_duration: 2.0465762615203857 (2.0398961786638217) | > loss_1: 32.807857513427734 (32.11182120808383) | > grad_norm_1: tensor(254.0402, device='cuda:0') (tensor(175.6509, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3884 (0.3719732782296967) | > loader_time: 0.004 (0.003653844197591146)  --> TIME: 2024-06-11 05:36:28 -- STEP: 139/330 -- GLOBAL_STEP: 197700 | > loss_disc: 2.268833875656128 (2.308852772060915) | > loss_disc_real_0: 0.11839403957128525 (0.11210409348173965) | > loss_disc_real_1: 0.17642620205879211 (0.1992805729881465) | > loss_disc_real_2: 0.19267524778842926 (0.21341868248774848) | > loss_disc_real_3: 0.18736198544502258 (0.2260817799636786) | > loss_disc_real_4: 0.19447827339172363 (0.22566411456615804) | > loss_disc_real_5: 0.19126448035240173 (0.21584227091545682) | > loss_0: 2.268833875656128 (2.308852772060915) | > grad_norm_0: tensor(27.3858, device='cuda:0') (tensor(14.5052, device='cuda:0')) | > loss_gen: 2.4422426223754883 (2.545015883960313) | > loss_kl: 1.800025224685669 (1.8496605423714618) | > loss_feat: 7.756105422973633 (7.321841243359683) | > loss_mel: 18.713886260986328 (18.41985867177839) | > loss_duration: 2.111438751220703 (2.0435529578503946) | > loss_1: 32.82369613647461 (32.17992925300874) | > grad_norm_1: tensor(374.4298, device='cuda:0') (tensor(184.2172, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3746 (0.3742255907264545) | > loader_time: 0.0042 (0.0037643926606761467)  --> TIME: 2024-06-11 05:36:38 -- STEP: 164/330 -- GLOBAL_STEP: 197725 | > loss_disc: 2.228802442550659 (2.3094798530020357) | > loss_disc_real_0: 0.12622782588005066 (0.11257213136044944) | > loss_disc_real_1: 0.19916628301143646 (0.19894985345805563) | > loss_disc_real_2: 0.20615576207637787 (0.21359546700628787) | > loss_disc_real_3: 0.20739834010601044 (0.22572590183557534) | > loss_disc_real_4: 0.21408459544181824 (0.22565660325855744) | > loss_disc_real_5: 0.20447297394275665 (0.21588097748959936) | > loss_0: 2.228802442550659 (2.3094798530020357) | > grad_norm_0: tensor(27.5615, device='cuda:0') (tensor(15.5621, device='cuda:0')) | > loss_gen: 2.726447105407715 (2.5457254139388485) | > loss_kl: 1.8651734590530396 (1.8555659520916823) | > loss_feat: 8.354732513427734 (7.32827198796156) | > loss_mel: 19.023313522338867 (18.412574686655173) | > loss_duration: 2.1099491119384766 (2.0459047381470836) | > loss_1: 34.079612731933594 (32.18804274535761) | > grad_norm_1: tensor(416.1436, device='cuda:0') (tensor(197.2234, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.3811 (0.3764401398053983) | > loader_time: 0.0045 (0.0038583307731442336)  --> TIME: 2024-06-11 05:36:48 -- STEP: 189/330 -- GLOBAL_STEP: 197750 | > loss_disc: 2.293243408203125 (2.3056213489915938) | > loss_disc_real_0: 0.1107296273112297 (0.11251381043561552) | > loss_disc_real_1: 0.20465640723705292 (0.19932961172212368) | > loss_disc_real_2: 0.2222588211297989 (0.21281939894749372) | > loss_disc_real_3: 0.2354411631822586 (0.22558397346388095) | > loss_disc_real_4: 0.25139808654785156 (0.2256214673083926) | > loss_disc_real_5: 0.25330865383148193 (0.21560439538388027) | > loss_0: 2.293243408203125 (2.3056213489915938) | > grad_norm_0: tensor(89.0283, device='cuda:0') (tensor(17.9310, device='cuda:0')) | > loss_gen: 2.6557369232177734 (2.5540056594465157) | > loss_kl: 1.8765672445297241 (1.8593678367200983) | > loss_feat: 7.035839080810547 (7.346306286160908) | > loss_mel: 18.156423568725586 (18.390383382322923) | > loss_duration: 2.133899211883545 (2.0521360679909026) | > loss_1: 31.85846519470215 (32.20219918912052) | > grad_norm_1: tensor(506.0964, device='cuda:0') (tensor(216.0305, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.4036 (0.37875412885474147) | > loader_time: 0.0047 (0.003975903546368633)  --> TIME: 2024-06-11 05:36:59 -- STEP: 214/330 -- GLOBAL_STEP: 197775 | > loss_disc: 2.4531784057617188 (2.3085530907194163) | > loss_disc_real_0: 0.18084405362606049 (0.11322749660254638) | > loss_disc_real_1: 0.19780480861663818 (0.1994230010520632) | > loss_disc_real_2: 0.2334773689508438 (0.2141592918990928) | > loss_disc_real_3: 0.23707924783229828 (0.22595436933720223) | > loss_disc_real_4: 0.26294219493865967 (0.2249041893911139) | > loss_disc_real_5: 0.22526967525482178 (0.21561773963899256) | > loss_0: 2.4531784057617188 (2.3085530907194163) | > grad_norm_0: tensor(71.9991, device='cuda:0') (tensor(20.3660, device='cuda:0')) | > loss_gen: 2.420926332473755 (2.560620936277872) | > loss_kl: 1.8594683408737183 (1.862087495973177) | > loss_feat: 6.8012542724609375 (7.377661165790023) | > loss_mel: 16.473031997680664 (18.38024855105676) | > loss_duration: 2.159982204437256 (2.05852270794806) | > loss_1: 29.714664459228516 (32.23914081359582) | > grad_norm_1: tensor(369.6815, device='cuda:0') (tensor(236.1656, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.4024 (0.3817159761892301) | > loader_time: 0.0049 (0.004095567721072759)  --> TIME: 2024-06-11 05:37:09 -- STEP: 239/330 -- GLOBAL_STEP: 197800 | > loss_disc: 2.3906402587890625 (2.308766329138845) | > loss_disc_real_0: 0.09336677193641663 (0.11384133258873448) | > loss_disc_real_1: 0.2155575007200241 (0.1997845695981421) | > loss_disc_real_2: 0.21679465472698212 (0.21349127933570028) | > loss_disc_real_3: 0.245595321059227 (0.22557525841760834) | > loss_disc_real_4: 0.2638407051563263 (0.22472878349126632) | > loss_disc_real_5: 0.24319180846214294 (0.21525809748651592) | > loss_0: 2.3906402587890625 (2.308766329138845) | > grad_norm_0: tensor(23.3601, device='cuda:0') (tensor(22.4496, device='cuda:0')) | > loss_gen: 2.4800665378570557 (2.5590835485498284) | > loss_kl: 1.7901257276535034 (1.8641026633553923) | > loss_feat: 6.741098403930664 (7.35925886720793) | > loss_mel: 17.77044105529785 (18.329884094174435) | > loss_duration: 2.086921215057373 (2.0657582701998263) | > loss_1: 30.868654251098633 (32.17808739410787) | > grad_norm_1: tensor(168.2026, device='cuda:0') (tensor(249.2455, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.4207 (0.38537402232820517) | > loader_time: 0.0058 (0.004226988828331854)  --> TIME: 2024-06-11 05:37:20 -- STEP: 264/330 -- GLOBAL_STEP: 197825 | > loss_disc: 2.3438501358032227 (2.311729645187202) | > loss_disc_real_0: 0.14960739016532898 (0.11433360000338519) | > loss_disc_real_1: 0.2377203106880188 (0.20011441906293234) | > loss_disc_real_2: 0.2071567326784134 (0.2134935799986124) | > loss_disc_real_3: 0.21471846103668213 (0.22562812454998493) | > loss_disc_real_4: 0.2073630690574646 (0.22492507568588763) | > loss_disc_real_5: 0.18705898523330688 (0.2155559854864171) | > loss_0: 2.3438501358032227 (2.311729645187202) | > grad_norm_0: tensor(22.4558, device='cuda:0') (tensor(22.8267, device='cuda:0')) | > loss_gen: 2.585469961166382 (2.555262090581837) | > loss_kl: 1.9576795101165771 (1.8679393669872573) | > loss_feat: 6.897174835205078 (7.363110542297363) | > loss_mel: 17.55400276184082 (18.291364445830837) | > loss_duration: 2.182732582092285 (2.0727545402266747) | > loss_1: 31.177059173583984 (32.150430939414335) | > grad_norm_1: tensor(303.9139, device='cuda:0') (tensor(258.7058, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.4378 (0.3899188357772249) | > loader_time: 0.0058 (0.004359125187902738)  --> TIME: 2024-06-11 05:37:32 -- STEP: 289/330 -- GLOBAL_STEP: 197850 | > loss_disc: 2.299530029296875 (2.316925497616036) | > loss_disc_real_0: 0.10241477191448212 (0.11523266030945993) | > loss_disc_real_1: 0.22941748797893524 (0.20098898933626788) | > loss_disc_real_2: 0.19629716873168945 (0.21400829324672788) | > loss_disc_real_3: 0.2607632577419281 (0.22618155093754044) | > loss_disc_real_4: 0.23810498416423798 (0.22521293694379008) | > loss_disc_real_5: 0.22994205355644226 (0.21581408587706546) | > loss_0: 2.299530029296875 (2.316925497616036) | > grad_norm_0: tensor(7.8795, device='cuda:0') (tensor(22.8761, device='cuda:0')) | > loss_gen: 2.6605355739593506 (2.550689728614782) | > loss_kl: 1.9040791988372803 (1.8729743648152863) | > loss_feat: 7.355082035064697 (7.366782181815705) | > loss_mel: 17.244192123413086 (18.25615944911864) | > loss_duration: 2.2163567543029785 (2.0815289317530317) | > loss_1: 31.380245208740234 (32.12813462518084) | > grad_norm_1: tensor(149.1158, device='cuda:0') (tensor(263.8197, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.462 (0.3954876302435324) | > loader_time: 0.0064 (0.004515982004185447)  --> TIME: 2024-06-11 05:37:45 -- STEP: 314/330 -- GLOBAL_STEP: 197875 | > loss_disc: 2.278278350830078 (2.3186184251384345) | > loss_disc_real_0: 0.10284829139709473 (0.11566818856699451) | > loss_disc_real_1: 0.20894025266170502 (0.20079435730815703) | > loss_disc_real_2: 0.2239537537097931 (0.21418943033096893) | > loss_disc_real_3: 0.19600115716457367 (0.22649454401367033) | > loss_disc_real_4: 0.20480374991893768 (0.22561026929290431) | > loss_disc_real_5: 0.19017590582370758 (0.21617760907882339) | > loss_0: 2.278278350830078 (2.3186184251384345) | > grad_norm_0: tensor(11.7820, device='cuda:0') (tensor(24.1973, device='cuda:0')) | > loss_gen: 2.425305128097534 (2.549061641571631) | > loss_kl: 1.9237182140350342 (1.8758780181787575) | > loss_feat: 7.195693016052246 (7.374669570072442) | > loss_mel: 16.277339935302734 (18.194349878153226) | > loss_duration: 2.2916054725646973 (2.093647421545282) | > loss_1: 30.11366081237793 (32.08760647864864) | > grad_norm_1: tensor(137.7024, device='cuda:0') (tensor(273.2334, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.5333 (0.4038241038656538) | > loader_time: 0.0077 (0.004716483650693466)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5903573036193848 (2.5903573036193848) | > loss_disc_real_0: 0.15266069769859314 (0.15266069769859314) | > loss_disc_real_1: 0.22537514567375183 (0.22537514567375183) | > loss_disc_real_2: 0.30177587270736694 (0.30177587270736694) | > loss_disc_real_3: 0.3382004201412201 (0.3382004201412201) | > loss_disc_real_4: 0.2779175043106079 (0.2779175043106079) | > loss_disc_real_5: 0.29597270488739014 (0.29597270488739014) | > loss_0: 2.5903573036193848 (2.5903573036193848) | > loss_gen: 2.4593565464019775 (2.4593565464019775) | > loss_kl: 2.380417585372925 (2.380417585372925) | > loss_feat: 5.14513635635376 (5.14513635635376) | > loss_mel: 15.823266983032227 (15.823266983032227) | > loss_duration: 2.8403382301330566 (2.8403382301330566) | > loss_1: 28.648513793945312 (28.648513793945312)  --> STEP: 1 | > loss_disc: 2.095536708831787 (2.095536708831787) | > loss_disc_real_0: 0.09771189093589783 (0.09771189093589783) | > loss_disc_real_1: 0.12732979655265808 (0.12732979655265808) | > loss_disc_real_2: 0.15935726463794708 (0.15935726463794708) | > loss_disc_real_3: 0.2256592959165573 (0.2256592959165573) | > loss_disc_real_4: 0.18610692024230957 (0.18610692024230957) | > loss_disc_real_5: 0.24764946103096008 (0.24764946103096008) | > loss_0: 2.095536708831787 (2.095536708831787) | > loss_gen: 2.4250993728637695 (2.4250993728637695) | > loss_kl: 2.5060081481933594 (2.5060081481933594) | > loss_feat: 8.045849800109863 (8.045849800109863) | > loss_mel: 19.141569137573242 (19.141569137573242) | > loss_duration: 2.4012038707733154 (2.4012038707733154) | > loss_1: 34.51972961425781 (34.51972961425781)  --> STEP: 2 | > loss_disc: 2.3868346214294434 (2.2411856651306152) | > loss_disc_real_0: 0.08182331919670105 (0.08976760506629944) | > loss_disc_real_1: 0.10182196646928787 (0.11457588151097298) | > loss_disc_real_2: 0.17045511305332184 (0.16490618884563446) | > loss_disc_real_3: 0.19029323756694794 (0.20797626674175262) | > loss_disc_real_4: 0.22956609725952148 (0.20783650875091553) | > loss_disc_real_5: 0.2493201047182083 (0.2484847828745842) | > loss_0: 2.3868346214294434 (2.2411856651306152) | > loss_gen: 2.0495619773864746 (2.237330675125122) | > loss_kl: 2.505537271499634 (2.5057727098464966) | > loss_feat: 6.175919055938721 (7.110884428024292) | > loss_mel: 19.964778900146484 (19.553174018859863) | > loss_duration: 2.5097880363464355 (2.4554959535598755) | > loss_1: 33.20558547973633 (33.86265754699707)  --> STEP: 3 | > loss_disc: 2.3352789878845215 (2.272550106048584) | > loss_disc_real_0: 0.10626937448978424 (0.0952681948741277) | > loss_disc_real_1: 0.14856551587581635 (0.12590575963258743) | > loss_disc_real_2: 0.17631973326206207 (0.16871070365111032) | > loss_disc_real_3: 0.2046402245759964 (0.20686425268650055) | > loss_disc_real_4: 0.22474788129329681 (0.2134736329317093) | > loss_disc_real_5: 0.2332133799791336 (0.24339431524276733) | > loss_0: 2.3352789878845215 (2.272550106048584) | > loss_gen: 2.1903746128082275 (2.2216786543528237) | > loss_kl: 2.4409048557281494 (2.4841500918070474) | > loss_feat: 6.9097795486450195 (7.043849468231201) | > loss_mel: 18.504602432250977 (19.203650156656902) | > loss_duration: 2.2836785316467285 (2.3982234795888266) | > loss_1: 32.32933807373047 (33.3515510559082)  --> STEP: 4 | > loss_disc: 2.4604036808013916 (2.319513499736786) | > loss_disc_real_0: 0.13964399695396423 (0.10636214539408684) | > loss_disc_real_1: 0.16648094356060028 (0.13604955561459064) | > loss_disc_real_2: 0.2561960220336914 (0.1905820332467556) | > loss_disc_real_3: 0.2736910879611969 (0.22357096150517464) | > loss_disc_real_4: 0.23707304894924164 (0.21937348693609238) | > loss_disc_real_5: 0.19882194697856903 (0.23225122317671776) | > loss_0: 2.4604036808013916 (2.319513499736786) | > loss_gen: 2.265260696411133 (2.232574164867401) | > loss_kl: 2.998560667037964 (2.6127527356147766) | > loss_feat: 8.453814506530762 (7.396340727806091) | > loss_mel: 18.045740127563477 (18.914172649383545) | > loss_duration: 2.3735814094543457 (2.3920629620552063) | > loss_1: 34.136959075927734 (33.547903060913086)  --> STEP: 5 | > loss_disc: 2.224806070327759 (2.3005720138549806) | > loss_disc_real_0: 0.13534647226333618 (0.1121590107679367) | > loss_disc_real_1: 0.1708172857761383 (0.14300310164690017) | > loss_disc_real_2: 0.1855604499578476 (0.189577716588974) | > loss_disc_real_3: 0.25631436705589294 (0.2301196426153183) | > loss_disc_real_4: 0.22500531375408173 (0.22049985229969024) | > loss_disc_real_5: 0.24548399448394775 (0.23489777743816376) | > loss_0: 2.224806070327759 (2.3005720138549806) | > loss_gen: 2.5581612586975098 (2.297691583633423) | > loss_kl: 2.5524914264678955 (2.6007004737854005) | > loss_feat: 6.778591632843018 (7.272790908813477) | > loss_mel: 19.492460250854492 (19.029830169677734) | > loss_duration: 2.331378221511841 (2.379926013946533) | > loss_1: 33.71308135986328 (33.580938720703124)  --> STEP: 6 | > loss_disc: 2.508314847946167 (2.3351958195368447) | > loss_disc_real_0: 0.09109345823526382 (0.10864808534582455) | > loss_disc_real_1: 0.22742503881454468 (0.15707342450817427) | > loss_disc_real_2: 0.23759543895721436 (0.19758067031701407) | > loss_disc_real_3: 0.2827872037887573 (0.23889756947755814) | > loss_disc_real_4: 0.2168530374765396 (0.21989204982916513) | > loss_disc_real_5: 0.22203414142131805 (0.2327538381020228) | > loss_0: 2.508314847946167 (2.3351958195368447) | > loss_gen: 2.1840062141418457 (2.278744022051493) | > loss_kl: 2.4036240577697754 (2.567854404449463) | > loss_feat: 5.765478610992432 (7.021572192509969) | > loss_mel: 19.634660720825195 (19.130635261535645) | > loss_duration: 2.147834062576294 (2.341244022051493) | > loss_1: 32.13560485839844 (33.340049743652344)  --> STEP: 7 | > loss_disc: 2.0793049335479736 (2.2986399786812917) | > loss_disc_real_0: 0.03138843923807144 (0.09761099304471697) | > loss_disc_real_1: 0.14814069867134094 (0.15579732081719808) | > loss_disc_real_2: 0.1880367249250412 (0.19621724954673223) | > loss_disc_real_3: 0.21399696171283722 (0.2353403397968837) | > loss_disc_real_4: 0.21121953427791595 (0.21865311903612955) | > loss_disc_real_5: 0.2754501402378082 (0.23885330983570643) | > loss_0: 2.0793049335479736 (2.2986399786812917) | > loss_gen: 2.7558979988098145 (2.3469088758741106) | > loss_kl: 3.7238993644714355 (2.733003684452602) | > loss_feat: 7.743923664093018 (7.124765259878976) | > loss_mel: 19.979806900024414 (19.25194549560547) | > loss_duration: 2.506889820098877 (2.3649077074868337) | > loss_1: 36.710418701171875 (33.82153102329799)  --> STEP: 8 | > loss_disc: 2.4724464416503906 (2.320365786552429) | > loss_disc_real_0: 0.15706579387187958 (0.1050428431481123) | > loss_disc_real_1: 0.17375290393829346 (0.158041768707335) | > loss_disc_real_2: 0.21382957696914673 (0.19841879047453403) | > loss_disc_real_3: 0.29018574953079224 (0.24219601601362228) | > loss_disc_real_4: 0.2262798547744751 (0.21960646100342274) | > loss_disc_real_5: 0.26900914311408997 (0.24262278899550438) | > loss_0: 2.4724464416503906 (2.320365786552429) | > loss_gen: 2.3873543739318848 (2.3519645631313324) | > loss_kl: 2.7702715396881104 (2.7376621663570404) | > loss_feat: 8.431173324584961 (7.288066267967224) | > loss_mel: 19.50700569152832 (19.283828020095825) | > loss_duration: 2.2318778038024902 (2.348278969526291) | > loss_1: 35.32768249511719 (34.00979995727539)  --> STEP: 9 | > loss_disc: 2.401461362838745 (2.3293764061397977) | > loss_disc_real_0: 0.23727232217788696 (0.11973500748475392) | > loss_disc_real_1: 0.18039628863334656 (0.1605256042546696) | > loss_disc_real_2: 0.18355315923690796 (0.19676705367035335) | > loss_disc_real_3: 0.25235408544540405 (0.24332469039493138) | > loss_disc_real_4: 0.2539101541042328 (0.2234179824590683) | > loss_disc_real_5: 0.3458103835582733 (0.2540880772802565) | > loss_0: 2.401461362838745 (2.3293764061397977) | > loss_gen: 2.832632303237915 (2.4053720898098416) | > loss_kl: 2.592235565185547 (2.721503655115763) | > loss_feat: 9.050846099853516 (7.4839306937323675) | > loss_mel: 20.986438751220703 (19.47300699022081) | > loss_duration: 2.1243367195129395 (2.323396497302585) | > loss_1: 37.586490631103516 (34.40721003214518)  --> STEP: 10 | > loss_disc: 2.719836473464966 (2.3684224128723144) | > loss_disc_real_0: 0.16217491030693054 (0.12397899776697159) | > loss_disc_real_1: 0.22747713327407837 (0.1672207571566105) | > loss_disc_real_2: 0.28201085329055786 (0.20529143363237382) | > loss_disc_real_3: 0.23089057207107544 (0.24208127856254577) | > loss_disc_real_4: 0.2044743150472641 (0.22152361571788787) | > loss_disc_real_5: 0.3276810944080353 (0.2614473789930344) | > loss_0: 2.719836473464966 (2.3684224128723144) | > loss_gen: 2.135065793991089 (2.378341460227966) | > loss_kl: 2.2554328441619873 (2.674896574020386) | > loss_feat: 5.327351093292236 (7.268272733688354) | > loss_mel: 15.2534761428833 (19.05105390548706) | > loss_duration: 2.383848190307617 (2.3294416666030884) | > loss_1: 27.355173110961914 (33.702006340026855)  --> STEP: 11 | > loss_disc: 2.498711109161377 (2.3802668398076836) | > loss_disc_real_0: 0.14218904078006744 (0.12563445622270758) | > loss_disc_real_1: 0.12831179797649384 (0.16368357904932715) | > loss_disc_real_2: 0.23657754063606262 (0.2081356251781637) | > loss_disc_real_3: 0.22386904060840607 (0.2404256205667149) | > loss_disc_real_4: 0.238601416349411 (0.22307614304802634) | > loss_disc_real_5: 0.2679150700569153 (0.2620353509079326) | > loss_0: 2.498711109161377 (2.3802668398076836) | > loss_gen: 2.0941576957702637 (2.352506572549993) | > loss_kl: 2.6877377033233643 (2.6760639494115654) | > loss_feat: 5.302262306213379 (7.0895445130088115) | > loss_mel: 18.283803939819336 (18.981303908608176) | > loss_duration: 2.4456515312194824 (2.340006199750033) | > loss_1: 30.813613891601562 (33.43942520835183)  --> STEP: 12 | > loss_disc: 2.426868438720703 (2.3841503063837686) | > loss_disc_real_0: 0.10770843178033829 (0.12414062085251014) | > loss_disc_real_1: 0.2214793562889099 (0.1684998938192924) | > loss_disc_real_2: 0.33157873153686523 (0.2184225507080555) | > loss_disc_real_3: 0.17763449251651764 (0.2351930265625318) | > loss_disc_real_4: 0.20881043374538422 (0.22188733393947283) | > loss_disc_real_5: 0.15021052956581116 (0.2527166157960892) | > loss_0: 2.426868438720703 (2.3841503063837686) | > loss_gen: 2.2039999961853027 (2.3401310245196023) | > loss_kl: 2.343662738800049 (2.6483638485272727) | > loss_feat: 6.522153854370117 (7.042261958122253) | > loss_mel: 17.602489471435547 (18.866402705510456) | > loss_duration: 2.211430072784424 (2.329291522502899) | > loss_1: 30.88373565673828 (33.2264510790507)  --> STEP: 13 | > loss_disc: 2.3354873657226562 (2.380407003255991) | > loss_disc_real_0: 0.19568322598934174 (0.12964389817072794) | > loss_disc_real_1: 0.18877941370010376 (0.1700598568870471) | > loss_disc_real_2: 0.2096102386713028 (0.2177446805513822) | > loss_disc_real_3: 0.25133082270622253 (0.23643439549666184) | > loss_disc_real_4: 0.22009862959384918 (0.22174974129750177) | > loss_disc_real_5: 0.23356540501117706 (0.25124344573571133) | > loss_0: 2.3354873657226562 (2.380407003255991) | > loss_gen: 2.732602834701538 (2.3703211637643666) | > loss_kl: 2.5508577823638916 (2.64086338189932) | > loss_feat: 7.766275405883789 (7.097955300257756) | > loss_mel: 18.94062614440918 (18.87211220081036) | > loss_duration: 2.188314914703369 (2.3184471680567813) | > loss_1: 34.17867660522461 (33.29969919644869)  --> STEP: 14 | > loss_disc: 2.4335544109344482 (2.384203246661595) | > loss_disc_real_0: 0.08960899710655212 (0.12678426238042967) | > loss_disc_real_1: 0.1355622261762619 (0.1675957404077053) | > loss_disc_real_2: 0.1405724734067917 (0.21223238004105432) | > loss_disc_real_3: 0.24491843581199646 (0.2370403983763286) | > loss_disc_real_4: 0.20853541791439056 (0.22080586105585098) | > loss_disc_real_5: 0.26091596484184265 (0.25193433995757786) | > loss_0: 2.4335544109344482 (2.384203246661595) | > loss_gen: 2.024171829223633 (2.3455962112971713) | > loss_kl: 3.133234739303589 (2.6760327645710538) | > loss_feat: 5.830071449279785 (7.007392168045044) | > loss_mel: 19.497812271118164 (18.916805062975204) | > loss_duration: 2.3695383071899414 (2.3220965351377214) | > loss_1: 32.854827880859375 (33.2679226739066)  --> STEP: 15 | > loss_disc: 2.5062787532806396 (2.3923416137695312) | > loss_disc_real_0: 0.1555609107017517 (0.12870270560185115) | > loss_disc_real_1: 0.16774040460586548 (0.16760538468758265) | > loss_disc_real_2: 0.2060946524143219 (0.21182319819927214) | > loss_disc_real_3: 0.29360994696617126 (0.24081170161565144) | > loss_disc_real_4: 0.2303915172815323 (0.22144490480422974) | > loss_disc_real_5: 0.24864894151687622 (0.2517153133948644) | > loss_0: 2.5062787532806396 (2.3923416137695312) | > loss_gen: 2.1574954986572266 (2.333056163787842) | > loss_kl: 2.9879257678985596 (2.696825631459554) | > loss_feat: 7.784141540527344 (7.059175459543864) | > loss_mel: 20.575037002563477 (19.027353858947755) | > loss_duration: 2.2721920013427734 (2.3187695662180583) | > loss_1: 35.77679443359375 (33.435180791219075)  --> STEP: 16 | > loss_disc: 2.44933819770813 (2.3959039002656937) | > loss_disc_real_0: 0.11186827719211578 (0.12765055382624269) | > loss_disc_real_1: 0.1986958086490631 (0.16954853618517518) | > loss_disc_real_2: 0.2048722505569458 (0.21138876397162676) | > loss_disc_real_3: 0.25922372937202454 (0.24196245335042477) | > loss_disc_real_4: 0.3070661723613739 (0.22679623402655125) | > loss_disc_real_5: 0.27204111218452454 (0.25298567581921816) | > loss_0: 2.44933819770813 (2.3959039002656937) | > loss_gen: 2.5210423469543457 (2.3448053002357483) | > loss_kl: 2.6573126316070557 (2.694356068968773) | > loss_feat: 8.52979564666748 (7.15108922123909) | > loss_mel: 18.279672622680664 (18.98062378168106) | > loss_duration: 2.317671298980713 (2.318700924515724) | > loss_1: 34.30549621582031 (33.48957550525665)  --> STEP: 17 | > loss_disc: 2.6156022548675537 (2.4088273328893326) | > loss_disc_real_0: 0.1295924186706543 (0.1277647811700316) | > loss_disc_real_1: 0.17713779211044312 (0.16999496300430858) | > loss_disc_real_2: 0.24871480464935303 (0.2135844134232577) | > loss_disc_real_3: 0.22493207454681396 (0.24096066636197708) | > loss_disc_real_4: 0.2818088233470917 (0.2300322686924654) | > loss_disc_real_5: 0.30898815393447876 (0.2562799392377629) | > loss_0: 2.6156022548675537 (2.4088273328893326) | > loss_gen: 2.1193480491638184 (2.331543108996223) | > loss_kl: 1.9591015577316284 (2.651105803601882) | > loss_feat: 6.8452558517456055 (7.133099023033591) | > loss_mel: 19.173002243041992 (18.991940161761114) | > loss_duration: 2.355717658996582 (2.3208783794851864) | > loss_1: 32.45242691040039 (33.42856676438276)  --> STEP: 18 | > loss_disc: 2.72389817237854 (2.4263312684165106) | > loss_disc_real_0: 0.10068341344594955 (0.12626026074091592) | > loss_disc_real_1: 0.2200714647769928 (0.17277699088056883) | > loss_disc_real_2: 0.15885265171527863 (0.21054375999503666) | > loss_disc_real_3: 0.2849007546901703 (0.24340178238021004) | > loss_disc_real_4: 0.19578306376934052 (0.2281295350856251) | > loss_disc_real_5: 0.15286879241466522 (0.25053487552536857) | > loss_0: 2.72389817237854 (2.4263312684165106) | > loss_gen: 1.8090424537658691 (2.302515294816759) | > loss_kl: 2.2841403484344482 (2.630718833870358) | > loss_feat: 8.138628005981445 (7.188961744308472) | > loss_mel: 20.078903198242188 (19.052326997121174) | > loss_duration: 2.1991424560546875 (2.3141152726279364) | > loss_1: 34.509857177734375 (33.4886384540134)  --> STEP: 19 | > loss_disc: 2.1543128490448 (2.4120145095022103) | > loss_disc_real_0: 0.23634201288223267 (0.13205403716940628) | > loss_disc_real_1: 0.1722659319639206 (0.1727500930428505) | > loss_disc_real_2: 0.2168130725622177 (0.21087372381436198) | > loss_disc_real_3: 0.18717731535434723 (0.24044259990516462) | > loss_disc_real_4: 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2.344097852706909 (2.3173167943954467) | > loss_kl: 1.998828411102295 (2.5517672300338745) | > loss_feat: 6.060315132141113 (7.271360468864441) | > loss_mel: 19.040178298950195 (19.02290234565735) | > loss_duration: 2.271306037902832 (2.3132676601409914) | > loss_1: 31.714725494384766 (33.47661485671997)  --> STEP: 21 | > loss_disc: 2.1925315856933594 (2.4043575582050143) | > loss_disc_real_0: 0.11763980239629745 (0.13722192070313863) | > loss_disc_real_1: 0.17826591432094574 (0.1740593466730345) | > loss_disc_real_2: 0.21510544419288635 (0.21191032656601497) | > loss_disc_real_3: 0.17663876712322235 (0.23885867993036905) | > loss_disc_real_4: 0.2025122195482254 (0.22281228999296823) | > loss_disc_real_5: 0.11853308230638504 (0.23622878711848033) | > loss_0: 2.1925315856933594 (2.4043575582050143) | > loss_gen: 2.3231101036071777 (2.317592666262672) | > loss_kl: 2.034430742263794 (2.5271321591876803) | > loss_feat: 6.7969889640808105 (7.24877134958903) | > loss_mel: 17.211238861083984 (18.93663265591576) | > loss_duration: 2.17802357673645 (2.3068274656931558) | > loss_1: 30.543794631958008 (33.336956750778924)  --> STEP: 22 | > loss_disc: 2.3496105670928955 (2.401869058609009) | > loss_disc_real_0: 0.07934029400348663 (0.13459093767133626) | > loss_disc_real_1: 0.16468389332294464 (0.17363318970257585) | > loss_disc_real_2: 0.12775425612926483 (0.20808505063707178) | > loss_disc_real_3: 0.1562536060810089 (0.23510390384630722) | > loss_disc_real_4: 0.18026603758335114 (0.22087836942889474) | > loss_disc_real_5: 0.19057443737983704 (0.23415358940308745) | > loss_0: 2.3496105670928955 (2.401869058609009) | > loss_gen: 1.9456896781921387 (2.3006879849867388) | > loss_kl: 2.2134830951690674 (2.5128753835504707) | > loss_feat: 6.607035160064697 (7.21960152279247) | > loss_mel: 18.30644416809082 (18.90798772465099) | > loss_duration: 2.116612672805786 (2.29818133874373) | > loss_1: 31.189266204833984 (33.239334453235976)  --> STEP: 23 | > loss_disc: 2.6113476753234863 (2.4109768245531167) | > loss_disc_real_0: 0.24037429690361023 (0.13919021415969599) | > loss_disc_real_1: 0.1862112432718277 (0.17418006159689114) | > loss_disc_real_2: 0.19244836270809174 (0.2074051946401596) | > loss_disc_real_3: 0.25022944808006287 (0.2357615362042966) | > loss_disc_real_4: 0.19451969861984253 (0.21973234026328378) | > loss_disc_real_5: 0.1934637874364853 (0.23238446757845257) | > loss_0: 2.6113476753234863 (2.4109768245531167) | > loss_gen: 2.109215259552002 (2.2923630838808804) | > loss_kl: 2.346071720123291 (2.5056230503579844) | > loss_feat: 8.057124137878418 (7.256015549535337) | > loss_mel: 15.583192825317383 (18.763431424679965) | > loss_duration: 2.2708258628845215 (2.2969919702281123) | > loss_1: 30.366430282592773 (33.11442557625149)  --> STEP: 24 | > loss_disc: 2.3521320819854736 (2.408524960279465) | > loss_disc_real_0: 0.12150867283344269 (0.1384534832711021) | > loss_disc_real_1: 0.1549214869737625 (0.17337762098759413) | > loss_disc_real_2: 0.2549469769001007 (0.20938610223432383) | > loss_disc_real_3: 0.2843678295612335 (0.2377867984275023) | > loss_disc_real_4: 0.19613724946975708 (0.21874921148022017) | > loss_disc_real_5: 0.21879787743091583 (0.23181835965563855) | > loss_0: 2.3521320819854736 (2.408524960279465) | > loss_gen: 2.406339645385742 (2.297112107276916) | > loss_kl: 1.8597681522369385 (2.478712429602941) | > loss_feat: 7.097065448760986 (7.249392628669739) | > loss_mel: 17.824316024780273 (18.72430161635081) | > loss_duration: 2.4210808277130127 (2.3021623392899833) | > loss_1: 31.608572006225586 (33.05168167750041)  --> STEP: 25 | > loss_disc: 2.6392436027526855 (2.4177537059783942) | > loss_disc_real_0: 0.2348143309354782 (0.14230791717767716) | > loss_disc_real_1: 0.20884831249713898 (0.17479644864797592) | > loss_disc_real_2: 0.20372308790683746 (0.20915958166122436) | > loss_disc_real_3: 0.2339848130941391 (0.23763471901416777) | > loss_disc_real_4: 0.21460644900798798 (0.21858350098133086) | > loss_disc_real_5: 0.2777858376502991 (0.23365705877542495) | > loss_0: 2.6392436027526855 (2.4177537059783942) | > loss_gen: 2.4954187870025635 (2.305044374465942) | > loss_kl: 2.1473662853240967 (2.4654585838317873) | > loss_feat: 8.485819816589355 (7.298849716186523) | > loss_mel: 17.149293899536133 (18.661301307678222) | > loss_duration: 2.2942163944244385 (2.3018445014953612) | > loss_1: 32.57211685180664 (33.03249908447266)  --> STEP: 26 | > loss_disc: 2.4129655361175537 (2.417569545599131) | > loss_disc_real_0: 0.15637829899787903 (0.1428490857092234) | > loss_disc_real_1: 0.21255142986774445 (0.17624856331027472) | > loss_disc_real_2: 0.174122616648674 (0.20781200608381858) | > loss_disc_real_3: 0.28513625264167786 (0.23946170107676432) | > loss_disc_real_4: 0.16625036299228668 (0.21657068798175225) | > loss_disc_real_5: 0.10753491520881653 (0.22880620709978616) | > loss_0: 2.4129655361175537 (2.417569545599131) | > loss_gen: 2.4185116291046143 (2.3094084996443525) | > loss_kl: 2.548232316970825 (2.4686421889525194) | > loss_feat: 15.008323669433594 (7.595367945157564) | > loss_mel: 19.011016845703125 (18.674751905294563) | > loss_duration: 2.279655933380127 (2.300991095029391) | > loss_1: 41.26573944091797 (33.34916217510517) --> EVAL PERFORMANCE | > avg_loader_time: 0.002376253788287823 (+1.3791597806490918e-05) | > avg_loss_disc: 2.417569545599131 (+0.001080338771527245) | > avg_loss_disc_real_0: 0.1428490857092234 (+0.008931909902737706) | > avg_loss_disc_real_1: 0.17624856331027472 (+0.04578479665976304) | > avg_loss_disc_real_2: 0.20781200608381858 (-0.04215403130421272) | > avg_loss_disc_real_3: 0.23946170107676432 (-0.017889644090945928) | > avg_loss_disc_real_4: 0.21657068798175225 (-0.04480305715249136) | > avg_loss_disc_real_5: 0.22880620709978616 (-0.004015005838412522) | > avg_loss_0: 2.417569545599131 (+0.001080338771527245) | > avg_loss_gen: 2.3094084996443525 (-0.100067601754116) | > avg_loss_kl: 2.4686421889525194 (+0.014994511237510721) | > avg_loss_feat: 7.595367945157564 (+0.46289442135737424) | > avg_loss_mel: 18.674751905294563 (+0.7381631777836724) | > avg_loss_duration: 2.300991095029391 (-0.014989797885601508) | > avg_loss_1: 33.34916217510517 (+1.1009949904221799)  > EPOCH: 333/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:38:12)   --> TIME: 2024-06-11 05:38:16 -- STEP: 9/330 -- GLOBAL_STEP: 197900 | > loss_disc: 2.2821097373962402 (2.2776392565833197) | > loss_disc_real_0: 0.12360076606273651 (0.10480898121992747) | > loss_disc_real_1: 0.20768354833126068 (0.19492497709062365) | > loss_disc_real_2: 0.22446681559085846 (0.20855552785926396) | > loss_disc_real_3: 0.22881770133972168 (0.22425385316212973) | > loss_disc_real_4: 0.2242346704006195 (0.21880808969338736) | > loss_disc_real_5: 0.20944486558437347 (0.21298030515511832) | > loss_0: 2.2821097373962402 (2.2776392565833197) | > grad_norm_0: tensor(7.0088, device='cuda:0') (tensor(9.0226, device='cuda:0')) | > loss_gen: 2.5723772048950195 (2.587537897957696) | > loss_kl: 1.9525811672210693 (1.8666919734742906) | > loss_feat: 7.000727653503418 (7.274949020809597) | > loss_mel: 18.95509910583496 (18.807432386610245) | > loss_duration: 2.1506524085998535 (2.192857848273383) | > loss_1: 32.631439208984375 (32.729469299316406) | > grad_norm_1: tensor(43.9905, device='cuda:0') (tensor(95.6002, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3545 (0.3519451883104112) | > loader_time: 0.0033 (0.0032102266947428384)  --> TIME: 2024-06-11 05:38:25 -- STEP: 34/330 -- GLOBAL_STEP: 197925 | > loss_disc: 2.3328094482421875 (2.321888467844795) | > loss_disc_real_0: 0.11309149861335754 (0.10623717176563599) | > loss_disc_real_1: 0.22909745573997498 (0.20226730581592112) | > loss_disc_real_2: 0.2115783393383026 (0.2171585862250889) | > loss_disc_real_3: 0.22641617059707642 (0.2243782110950526) | > loss_disc_real_4: 0.2250162661075592 (0.224978407516199) | > loss_disc_real_5: 0.22429512441158295 (0.2124105740119429) | > loss_0: 2.3328094482421875 (2.321888467844795) | > grad_norm_0: tensor(12.2748, device='cuda:0') (tensor(9.4958, device='cuda:0')) | > loss_gen: 2.6480367183685303 (2.5803393967011394) | > loss_kl: 1.993472933769226 (1.8721986518186682) | > loss_feat: 8.00474739074707 (7.37429721215192) | > loss_mel: 19.014596939086914 (18.60340875737807) | > loss_duration: 2.0675301551818848 (2.0793951048570527) | > loss_1: 33.72838592529297 (32.50963934730082) | > grad_norm_1: tensor(207.7868, device='cuda:0') (tensor(116.7366, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3606 (0.3520514123580034) | > loader_time: 0.0031 (0.0031531908932854145)  --> TIME: 2024-06-11 05:38:34 -- STEP: 59/330 -- GLOBAL_STEP: 197950 | > loss_disc: 2.3962242603302 (2.3352012028128417) | > loss_disc_real_0: 0.11795328557491302 (0.10857147773948767) | > loss_disc_real_1: 0.21376943588256836 (0.20562422022981158) | > loss_disc_real_2: 0.23572476208209991 (0.2173883033505941) | > loss_disc_real_3: 0.21736809611320496 (0.22689353939840348) | > loss_disc_real_4: 0.21540312469005585 (0.22353469264709344) | > loss_disc_real_5: 0.2184903919696808 (0.21427336360438395) | > loss_0: 2.3962242603302 (2.3352012028128417) | > grad_norm_0: tensor(22.2503, device='cuda:0') (tensor(12.1461, device='cuda:0')) | > loss_gen: 2.406398057937622 (2.555519180782771) | > loss_kl: 2.099092483520508 (1.8885072166636838) | > loss_feat: 6.45418643951416 (7.399999561956373) | > loss_mel: 17.556364059448242 (18.598036523592675) | > loss_duration: 1.9834613800048828 (2.0522674807047445) | > loss_1: 30.499502182006836 (32.49433016372941) | > grad_norm_1: tensor(178.2032, device='cuda:0') (tensor(135.6375, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3655 (0.3533104314642436) | > loader_time: 0.0043 (0.003332190594430697)  --> TIME: 2024-06-11 05:38:43 -- STEP: 84/330 -- GLOBAL_STEP: 197975 | > loss_disc: 2.315561056137085 (2.333052141325813) | > loss_disc_real_0: 0.14236988127231598 (0.10985783035201686) | > loss_disc_real_1: 0.18157993257045746 (0.2033197477105118) | > loss_disc_real_2: 0.20263808965682983 (0.21730094793296995) | > loss_disc_real_3: 0.22705073654651642 (0.22552002647093364) | > loss_disc_real_4: 0.2315175086259842 (0.224540863186121) | > loss_disc_real_5: 0.23163367807865143 (0.21438385280115263) | > loss_0: 2.315561056137085 (2.333052141325813) | > grad_norm_0: tensor(18.5693, device='cuda:0') (tensor(12.1570, device='cuda:0')) | > loss_gen: 2.6508240699768066 (2.5502155820528665) | > loss_kl: 1.840545892715454 (1.885865215744291) | > loss_feat: 7.350331783294678 (7.384371144430978) | > loss_mel: 18.461580276489258 (18.532796950567338) | > loss_duration: 2.1128597259521484 (2.040863865897769) | > loss_1: 32.416141510009766 (32.39411285945348) | > grad_norm_1: tensor(109.9345, device='cuda:0') (tensor(143.1050, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3556 (0.35450742074421476) | > loader_time: 0.0037 (0.0034406696047101703)  --> TIME: 2024-06-11 05:38:53 -- STEP: 109/330 -- GLOBAL_STEP: 198000 | > loss_disc: 2.4126737117767334 (2.3351641838703663) | > loss_disc_real_0: 0.13879047334194183 (0.11236440718447396) | > loss_disc_real_1: 0.2556113302707672 (0.20243588677786906) | > loss_disc_real_2: 0.23230594396591187 (0.21723411840583207) | > loss_disc_real_3: 0.25076839327812195 (0.22655658027447692) | > loss_disc_real_4: 0.22978025674819946 (0.22540432939288813) | > loss_disc_real_5: 0.23391802608966827 (0.215487064024724) | > loss_0: 2.4126737117767334 (2.3351641838703663) | > grad_norm_0: tensor(20.9254, device='cuda:0') (tensor(14.3506, device='cuda:0')) | > loss_gen: 2.534768581390381 (2.5432390379249497) | > loss_kl: 1.9037004709243774 (1.8919877273227097) | > loss_feat: 7.347813129425049 (7.368408644964935) | > loss_mel: 18.703842163085938 (18.49442707726715) | > loss_duration: 1.9704618453979492 (2.039618769916921) | > loss_1: 32.46058654785156 (32.33768121911844) | > grad_norm_1: tensor(307.2096, device='cuda:0') (tensor(165.5127, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3523 (0.35586267873781535) | > loader_time: 0.004 (0.003527125087353068) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_198000.pth  --> TIME: 2024-06-11 05:39:07 -- STEP: 134/330 -- GLOBAL_STEP: 198025 | > loss_disc: 2.334076404571533 (2.3299084154527563) | > loss_disc_real_0: 0.08270628750324249 (0.11205975666864594) | > loss_disc_real_1: 0.18537798523902893 (0.20112460306776103) | > loss_disc_real_2: 0.2330620437860489 (0.21623697676765385) | > loss_disc_real_3: 0.2340516299009323 (0.22632095117622347) | > loss_disc_real_4: 0.1951327621936798 (0.22507372309467685) | > loss_disc_real_5: 0.21989350020885468 (0.2147894485005692) | > loss_0: 2.334076404571533 (2.3299084154527563) | > grad_norm_0: tensor(24.2254, device='cuda:0') (tensor(15.1703, device='cuda:0')) | > loss_gen: 2.6325740814208984 (2.542096474277439) | > loss_kl: 1.9493132829666138 (1.8823571801185608) | > loss_feat: 8.297304153442383 (7.347386207153548) | > loss_mel: 18.583566665649414 (18.476280070062895) | > loss_duration: 2.032233715057373 (2.041680269276917) | > loss_1: 33.494991302490234 (32.28980015996677) | > grad_norm_1: tensor(318.5902, device='cuda:0') (tensor(173.8762, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3772 (0.3584458116275161) | > loader_time: 0.004 (0.003632376443094282)  --> TIME: 2024-06-11 05:39:16 -- STEP: 159/330 -- GLOBAL_STEP: 198050 | > loss_disc: 2.216534376144409 (2.328658258390126) | > loss_disc_real_0: 0.104549340903759 (0.11313335574085608) | > loss_disc_real_1: 0.21522408723831177 (0.20080660920847884) | > loss_disc_real_2: 0.2108461856842041 (0.2155855381451313) | > loss_disc_real_3: 0.24266675114631653 (0.22655155561255208) | > loss_disc_real_4: 0.2067355215549469 (0.2252055177898527) | > loss_disc_real_5: 0.21037670969963074 (0.21496162483902098) | > loss_0: 2.216534376144409 (2.328658258390126) | > grad_norm_0: tensor(33.7672, device='cuda:0') (tensor(17.3320, device='cuda:0')) | > loss_gen: 2.766601324081421 (2.5446255671903026) | > loss_kl: 1.822683334350586 (1.8805677028572034) | > loss_feat: 7.9318766593933105 (7.346379334071897) | > loss_mel: 18.590959548950195 (18.469082658395827) | > loss_duration: 2.0545175075531006 (2.043383203212569) | > loss_1: 33.1666374206543 (32.284038423742125) | > grad_norm_1: tensor(265.2999, device='cuda:0') (tensor(192.9020, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3939 (0.36148031252735063) | > loader_time: 0.0045 (0.0037706708008388304)  --> TIME: 2024-06-11 05:39:27 -- STEP: 184/330 -- GLOBAL_STEP: 198075 | > loss_disc: 2.284952163696289 (2.33125756745753) | > loss_disc_real_0: 0.05068649351596832 (0.11214828555998595) | > loss_disc_real_1: 0.1847093105316162 (0.20071945096487584) | > loss_disc_real_2: 0.2342696487903595 (0.21555967329312925) | > loss_disc_real_3: 0.23251013457775116 (0.22709580753808437) | > loss_disc_real_4: 0.2175828069448471 (0.22481285327154657) | > loss_disc_real_5: 0.20143544673919678 (0.21606621672601803) | > loss_0: 2.284952163696289 (2.33125756745753) | > grad_norm_0: tensor(10.4493, device='cuda:0') (tensor(19.1834, device='cuda:0')) | > loss_gen: 2.5888278484344482 (2.554030545379805) | > loss_kl: 1.8364276885986328 (1.882397112639054) | > loss_feat: 6.969498157501221 (7.346116584280263) | > loss_mel: 17.534286499023438 (18.42109740298728) | > loss_duration: 2.050809860229492 (2.0488475178894774) | > loss_1: 30.979848861694336 (32.252489172893995) | > grad_norm_1: tensor(291.3450, device='cuda:0') (tensor(205.8801, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.3862 (0.36794201057890186) | > loader_time: 0.0051 (0.003921208174332329)  --> TIME: 2024-06-11 05:39:37 -- STEP: 209/330 -- GLOBAL_STEP: 198100 | > loss_disc: 2.3431077003479004 (2.3297356897564008) | > loss_disc_real_0: 0.07206729054450989 (0.11287026627782429) | > loss_disc_real_1: 0.18368637561798096 (0.20025077020152335) | > loss_disc_real_2: 0.24287354946136475 (0.21570037804437026) | > loss_disc_real_3: 0.251105934381485 (0.22682167311604515) | > loss_disc_real_4: 0.23161914944648743 (0.22530339522795242) | > loss_disc_real_5: 0.22938460111618042 (0.21564834062277416) | > loss_0: 2.3431077003479004 (2.3297356897564008) | > grad_norm_0: tensor(37.5324, device='cuda:0') (tensor(21.3283, device='cuda:0')) | > loss_gen: 2.69325852394104 (2.5598477803919315) | > loss_kl: 1.8344247341156006 (1.884503400496889) | > loss_feat: 6.724997520446777 (7.360739420475572) | > loss_mel: 17.920095443725586 (18.396314246802817) | > loss_duration: 2.1111912727355957 (2.055389231471922) | > loss_1: 31.283967971801758 (32.256794057964676) | > grad_norm_1: tensor(461.7884, device='cuda:0') (tensor(228.5975, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.4077 (0.3725260342137095) | > loader_time: 0.0054 (0.0040730346332896825)  --> TIME: 2024-06-11 05:39:48 -- STEP: 234/330 -- GLOBAL_STEP: 198125 | > loss_disc: 2.41687273979187 (2.3310690975596744) | > loss_disc_real_0: 0.11730024218559265 (0.11442035608566724) | > loss_disc_real_1: 0.19333234429359436 (0.2001959652854846) | > loss_disc_real_2: 0.24155020713806152 (0.21505811269211972) | > loss_disc_real_3: 0.2238609343767166 (0.22646088541572928) | > loss_disc_real_4: 0.255126953125 (0.22504896969876736) | > loss_disc_real_5: 0.2507021725177765 (0.21619998071438226) | > loss_0: 2.41687273979187 (2.3310690975596744) | > grad_norm_0: tensor(8.2901, device='cuda:0') (tensor(22.0722, device='cuda:0')) | > loss_gen: 2.5539450645446777 (2.555362676962829) | > loss_kl: 1.9430540800094604 (1.8875659123445168) | > loss_feat: 7.0963640213012695 (7.350706479488275) | > loss_mel: 17.377365112304688 (18.374159030425247) | > loss_duration: 2.1345949172973633 (2.063192279420345) | > loss_1: 31.105323791503906 (32.23098636692403) | > grad_norm_1: tensor(222.7709, device='cuda:0') (tensor(239.6144, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.4145 (0.3770314108612191) | > loader_time: 0.0055 (0.004224740541898286)  --> TIME: 2024-06-11 05:39:59 -- STEP: 259/330 -- GLOBAL_STEP: 198150 | > loss_disc: 2.3065361976623535 (2.330698618097193) | > loss_disc_real_0: 0.07778912782669067 (0.11524472515095155) | > loss_disc_real_1: 0.20083419978618622 (0.1999785696447586) | > loss_disc_real_2: 0.20653145015239716 (0.21495514394693854) | > loss_disc_real_3: 0.2095215618610382 (0.2268153282321098) | > loss_disc_real_4: 0.21130067110061646 (0.22502281640487287) | > loss_disc_real_5: 0.2108653485774994 (0.21624127335299856) | > loss_0: 2.3065361976623535 (2.330698618097193) | > grad_norm_0: tensor(21.0135, device='cuda:0') (tensor(23.4103, device='cuda:0')) | > loss_gen: 2.5561883449554443 (2.5546854527300398) | > loss_kl: 1.947941541671753 (1.8889345331081553) | > loss_feat: 8.10589599609375 (7.358261833780061) | > loss_mel: 18.760082244873047 (18.33190808240972) | > loss_duration: 2.166761875152588 (2.069994110398308) | > loss_1: 33.536869049072266 (32.203784022091874) | > grad_norm_1: tensor(332.0321, device='cuda:0') (tensor(253.7660, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.4408 (0.38174232092603294) | > loader_time: 0.0054 (0.004370996850798027)  --> TIME: 2024-06-11 05:40:10 -- STEP: 284/330 -- GLOBAL_STEP: 198175 | > loss_disc: 2.234262466430664 (2.330413771347259) | > loss_disc_real_0: 0.1250653862953186 (0.1157102627338658) | > loss_disc_real_1: 0.20139740407466888 (0.20013103523934392) | > loss_disc_real_2: 0.23308151960372925 (0.2145554992619534) | > loss_disc_real_3: 0.22023780643939972 (0.2265651150488517) | > loss_disc_real_4: 0.21148650348186493 (0.22524707098032387) | > loss_disc_real_5: 0.22730053961277008 (0.2162877340132082) | > loss_0: 2.234262466430664 (2.330413771347259) | > grad_norm_0: tensor(65.2139, device='cuda:0') (tensor(24.9859, device='cuda:0')) | > loss_gen: 2.745419502258301 (2.5592642233405325) | > loss_kl: 1.8955299854278564 (1.892093062820569) | > loss_feat: 7.95878791809082 (7.378009342811477) | > loss_mel: 18.45499610900879 (18.294308514662198) | > loss_duration: 2.1572437286376953 (2.0786756801773105) | > loss_1: 33.21197509765625 (32.202350804503524) | > grad_norm_1: tensor(429.1477, device='cuda:0') (tensor(262.4598, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.4533 (0.38733877598399846) | > loader_time: 0.0073 (0.0045189588842257655)  --> TIME: 2024-06-11 05:40:23 -- STEP: 309/330 -- GLOBAL_STEP: 198200 | > loss_disc: 2.3762223720550537 (2.3326242101231034) | > loss_disc_real_0: 0.10470239818096161 (0.11611026002268961) | > loss_disc_real_1: 0.20190919935703278 (0.20054249296682158) | > loss_disc_real_2: 0.22979456186294556 (0.21494277318318675) | > loss_disc_real_3: 0.23491740226745605 (0.22645896735893478) | > loss_disc_real_4: 0.23472094535827637 (0.2249229986787228) | > loss_disc_real_5: 0.234321728348732 (0.2161527613605882) | > loss_0: 2.3762223720550537 (2.3326242101231034) | > grad_norm_0: tensor(13.1728, device='cuda:0') (tensor(24.9594, device='cuda:0')) | > loss_gen: 2.6555747985839844 (2.5552378318070605) | > loss_kl: 1.7899821996688843 (1.8924514282868519) | > loss_feat: 7.024738788604736 (7.377663546009742) | > loss_mel: 16.40534019470215 (18.24307201595369) | > loss_duration: 2.2546300888061523 (2.0896996977259805) | > loss_1: 30.130268096923828 (32.158124473102646) | > grad_norm_1: tensor(190.4634, device='cuda:0') (tensor(264.5115, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.5208 (0.39570049251939093) | > loader_time: 0.0076 (0.004727902921658119)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6190667152404785 (2.6190667152404785) | > loss_disc_real_0: 0.09685981273651123 (0.09685981273651123) | > loss_disc_real_1: 0.1630091816186905 (0.1630091816186905) | > loss_disc_real_2: 0.25680577754974365 (0.25680577754974365) | > loss_disc_real_3: 0.30007466673851013 (0.30007466673851013) | > loss_disc_real_4: 0.26048439741134644 (0.26048439741134644) | > loss_disc_real_5: 0.3032175898551941 (0.3032175898551941) | > loss_0: 2.6190667152404785 (2.6190667152404785) | > loss_gen: 2.2240259647369385 (2.2240259647369385) | > loss_kl: 2.3882246017456055 (2.3882246017456055) | > loss_feat: 5.775395393371582 (5.775395393371582) | > loss_mel: 16.355239868164062 (16.355239868164062) | > loss_duration: 2.789109230041504 (2.789109230041504) | > loss_1: 29.531993865966797 (29.531993865966797)  --> STEP: 1 | > loss_disc: 2.2225894927978516 (2.2225894927978516) | > loss_disc_real_0: 0.07954517006874084 (0.07954517006874084) | > loss_disc_real_1: 0.13586929440498352 (0.13586929440498352) | > loss_disc_real_2: 0.22674790024757385 (0.22674790024757385) | > loss_disc_real_3: 0.2912614047527313 (0.2912614047527313) | > loss_disc_real_4: 0.29444196820259094 (0.29444196820259094) | > loss_disc_real_5: 0.27048370242118835 (0.27048370242118835) | > loss_0: 2.2225894927978516 (2.2225894927978516) | > loss_gen: 2.582157611846924 (2.582157611846924) | > loss_kl: 2.6065375804901123 (2.6065375804901123) | > loss_feat: 5.982643127441406 (5.982643127441406) | > loss_mel: 20.283994674682617 (20.283994674682617) | > loss_duration: 2.396836519241333 (2.396836519241333) | > loss_1: 33.852169036865234 (33.852169036865234)  --> STEP: 2 | > loss_disc: 2.658154010772705 (2.4403717517852783) | > loss_disc_real_0: 0.07550384104251862 (0.07752450555562973) | > loss_disc_real_1: 0.24416400492191315 (0.19001664966344833) | > loss_disc_real_2: 0.19089117646217346 (0.20881953835487366) | > loss_disc_real_3: 0.34337249398231506 (0.3173169493675232) | > loss_disc_real_4: 0.25829771161079407 (0.2763698399066925) | > loss_disc_real_5: 0.4000832140445709 (0.33528345823287964) | > loss_0: 2.658154010772705 (2.4403717517852783) | > loss_gen: 2.1736626625061035 (2.3779101371765137) | > loss_kl: 2.2486684322357178 (2.427603006362915) | > loss_feat: 5.390416145324707 (5.686529636383057) | > loss_mel: 19.359172821044922 (19.82158374786377) | > loss_duration: 2.55857253074646 (2.4777045249938965) | > loss_1: 31.730491638183594 (32.791330337524414)  --> STEP: 3 | > loss_disc: 2.157459259033203 (2.3460675875345864) | > loss_disc_real_0: 0.0867781788110733 (0.08060906330744426) | > loss_disc_real_1: 0.23903460800647736 (0.20635596911112467) | > loss_disc_real_2: 0.16752110421657562 (0.19505339364210764) | > loss_disc_real_3: 0.28512734174728394 (0.3065870801607768) | > loss_disc_real_4: 0.2404651939868927 (0.2644016246000926) | > loss_disc_real_5: 0.23631812632083893 (0.3022950142621994) | > loss_0: 2.157459259033203 (2.3460675875345864) | > loss_gen: 2.73112154006958 (2.4956472714742026) | > loss_kl: 3.3949007987976074 (2.750035603841146) | > loss_feat: 7.202629566192627 (6.191896279652913) | > loss_mel: 18.33211898803711 (19.325095494588215) | > loss_duration: 2.263514995574951 (2.4063080151875815) | > loss_1: 33.924285888671875 (33.1689821879069)  --> STEP: 4 | > loss_disc: 2.3925414085388184 (2.3576860427856445) | > loss_disc_real_0: 0.13506856560707092 (0.09422393888235092) | > loss_disc_real_1: 0.2749956548213959 (0.22351589053869247) | > loss_disc_real_2: 0.18068774044513702 (0.191461980342865) | > loss_disc_real_3: 0.24793963134288788 (0.29192521795630455) | > loss_disc_real_4: 0.23297171294689178 (0.2565441466867924) | > loss_disc_real_5: 0.33575496077537537 (0.3106600008904934) | > loss_0: 2.3925414085388184 (2.3576860427856445) | > loss_gen: 2.6387252807617188 (2.5314167737960815) | > loss_kl: 2.8984498977661133 (2.7871391773223877) | > loss_feat: 8.422258377075195 (6.749486804008484) | > loss_mel: 18.064254760742188 (19.00988531112671) | > loss_duration: 2.3286356925964355 (2.386889934539795) | > loss_1: 34.352325439453125 (33.46481800079346)  --> STEP: 5 | > loss_disc: 2.337432622909546 (2.3536353588104246) | > loss_disc_real_0: 0.0549757182598114 (0.08637429475784301) | > loss_disc_real_1: 0.22743505239486694 (0.22429972290992736) | > loss_disc_real_2: 0.26149535179138184 (0.20546865463256836) | > loss_disc_real_3: 0.22994989156723022 (0.2795301526784897) | > loss_disc_real_4: 0.22051319479942322 (0.24933795630931854) | > loss_disc_real_5: 0.21209774911403656 (0.29094755053520205) | > loss_0: 2.337432622909546 (2.3536353588104246) | > loss_gen: 2.3704488277435303 (2.4992231845855715) | > loss_kl: 2.9761836528778076 (2.8249480724334717) | > loss_feat: 7.882964611053467 (6.976182365417481) | > loss_mel: 19.563993453979492 (19.120706939697264) | > loss_duration: 2.461681842803955 (2.401848316192627) | > loss_1: 35.255271911621094 (33.82290878295898)  --> STEP: 6 | > loss_disc: 2.3324050903320312 (2.3500969807306924) | > loss_disc_real_0: 0.16242116689682007 (0.09904877344767253) | > loss_disc_real_1: 0.2577129900455475 (0.22986860076586405) | > loss_disc_real_2: 0.19380256533622742 (0.20352430641651154) | > loss_disc_real_3: 0.2775033414363861 (0.27919235080480576) | > loss_disc_real_4: 0.21556490659713745 (0.2437091146906217) | > loss_disc_real_5: 0.18099206686019897 (0.27262163658936817) | > loss_0: 2.3324050903320312 (2.3500969807306924) | > loss_gen: 2.5828843116760254 (2.5131667057673135) | > loss_kl: 2.109344005584717 (2.705680727958679) | > loss_feat: 7.372750282287598 (7.042277018229167) | > loss_mel: 20.347713470458984 (19.32520802815755) | > loss_duration: 2.1263747215270996 (2.355936050415039) | > loss_1: 34.539066314697266 (33.94226837158203)  --> STEP: 7 | > loss_disc: 2.357166051864624 (2.3511068480355397) | > loss_disc_real_0: 0.12184195220470428 (0.1023049418415342) | > loss_disc_real_1: 0.26757925748825073 (0.23525583744049072) | > loss_disc_real_2: 0.18942031264305115 (0.20150945016316005) | > loss_disc_real_3: 0.3091000020503998 (0.2834648724113192) | > loss_disc_real_4: 0.30888503789901733 (0.2530199608632496) | > loss_disc_real_5: 0.317865252494812 (0.2790850102901459) | > loss_0: 2.357166051864624 (2.3511068480355397) | > loss_gen: 2.6812944412231445 (2.537184953689575) | > loss_kl: 3.653588056564331 (2.8410960606166293) | > loss_feat: 7.172483444213867 (7.060877936226981) | > loss_mel: 18.52332878112793 (19.210653850010463) | > loss_duration: 2.5803606510162354 (2.3879967076437816) | > loss_1: 34.611053466796875 (34.03780909946987)  --> STEP: 8 | > loss_disc: 2.139188766479492 (2.324617087841034) | > loss_disc_real_0: 0.10054779052734375 (0.1020852979272604) | > loss_disc_real_1: 0.17751073837280273 (0.22803770005702972) | > loss_disc_real_2: 0.19353683292865753 (0.20051287300884724) | > loss_disc_real_3: 0.2378949522972107 (0.2777686323970556) | > loss_disc_real_4: 0.12327723205089569 (0.2368021197617054) | > loss_disc_real_5: 0.21890588104724884 (0.27156261913478374) | > loss_0: 2.139188766479492 (2.324617087841034) | > loss_gen: 2.5275726318359375 (2.5359834134578705) | > loss_kl: 2.9661428928375244 (2.8567269146442413) | > loss_feat: 8.305676460266113 (7.216477751731873) | > loss_mel: 21.434301376342773 (19.488609790802002) | > loss_duration: 2.250366449356079 (2.3707929253578186) | > loss_1: 37.48405838012695 (34.468590259552)  --> STEP: 9 | > loss_disc: 2.346285820007324 (2.3270247247483997) | > loss_disc_real_0: 0.08816902339458466 (0.10053904520140754) | > loss_disc_real_1: 0.2065470665693283 (0.22564985189172956) | > loss_disc_real_2: 0.2633357346057892 (0.20749319096406302) | > loss_disc_real_3: 0.2917271554470062 (0.2793195794026057) | > loss_disc_real_4: 0.2617400586605072 (0.23957300186157227) | > loss_disc_real_5: 0.2785395681858063 (0.27233783569600845) | > loss_0: 2.346285820007324 (2.3270247247483997) | > loss_gen: 2.724499464035034 (2.5569296412997775) | > loss_kl: 2.5918686389923096 (2.827298217349582) | > loss_feat: 7.395863056182861 (7.236409452226427) | > loss_mel: 19.798553466796875 (19.523047977023655) | > loss_duration: 2.1700451374053955 (2.348487615585327) | > loss_1: 34.68082809448242 (34.49217224121094)  --> STEP: 10 | > loss_disc: 2.4555704593658447 (2.339879298210144) | > loss_disc_real_0: 0.11761924624443054 (0.10224706530570984) | > loss_disc_real_1: 0.19635321199893951 (0.22272018790245057) | > loss_disc_real_2: 0.25882041454315186 (0.2126259133219719) | > loss_disc_real_3: 0.24017386138439178 (0.2754050076007843) | > loss_disc_real_4: 0.22419655323028564 (0.2380353569984436) | > loss_disc_real_5: 0.24488960206508636 (0.26959301233291627) | > loss_0: 2.4555704593658447 (2.339879298210144) | > loss_gen: 2.1799323558807373 (2.5192299127578734) | > loss_kl: 2.226057767868042 (2.767174172401428) | > loss_feat: 4.5218987464904785 (6.964958381652832) | > loss_mel: 13.04566764831543 (18.875309944152832) | > loss_duration: 2.3258209228515625 (2.3462209463119508) | > loss_1: 24.29937744140625 (33.47289276123047)  --> STEP: 11 | > loss_disc: 2.5203471183776855 (2.3562854636799204) | > loss_disc_real_0: 0.12948885560035706 (0.10472359169613231) | > loss_disc_real_1: 0.21542926132678986 (0.22205737639557233) | > loss_disc_real_2: 0.20975136756896973 (0.21236459098078989) | > loss_disc_real_3: 0.362274706363678 (0.28330225294286554) | > loss_disc_real_4: 0.3216286301612854 (0.24563474546779285) | > loss_disc_real_5: 0.33243247866630554 (0.27530569109049713) | > loss_0: 2.5203471183776855 (2.3562854636799204) | > loss_gen: 2.5450282096862793 (2.5215752124786377) | > loss_kl: 2.7386221885681152 (2.7645785375074907) | > loss_feat: 5.647850036621094 (6.84522125937722) | > loss_mel: 18.227663040161133 (18.81643295288086) | > loss_duration: 2.404048442840576 (2.3514779914509165) | > loss_1: 31.563213348388672 (33.29928554188121)  --> STEP: 12 | > loss_disc: 2.462813377380371 (2.3651627898216248) | > loss_disc_real_0: 0.11300104111433029 (0.10541337914764881) | > loss_disc_real_1: 0.2905704081058502 (0.22776679570476213) | > loss_disc_real_2: 0.22982728481292725 (0.21381981546680132) | > loss_disc_real_3: 0.30675703287124634 (0.2852568179368973) | > loss_disc_real_4: 0.2172752469778061 (0.24327145392696062) | > loss_disc_real_5: 0.24449172616004944 (0.2727378606796265) | > loss_0: 2.462813377380371 (2.3651627898216248) | > loss_gen: 2.4549028873443604 (2.5160191853841147) | > loss_kl: 2.16723895072937 (2.714800238609314) | > loss_feat: 7.087403297424316 (6.8654030958811445) | > loss_mel: 19.159605026245117 (18.845030625661213) | > loss_duration: 2.2268424034118652 (2.3410916924476624) | > loss_1: 33.09599304199219 (33.28234450022379)  --> STEP: 13 | > loss_disc: 2.4177165031433105 (2.3692053831540623) | > loss_disc_real_0: 0.10511055588722229 (0.10539008505069293) | > loss_disc_real_1: 0.25051984190940857 (0.22951703002819648) | > loss_disc_real_2: 0.17074353992938995 (0.21050625581007737) | > loss_disc_real_3: 0.2610209286212921 (0.2833925187587738) | > loss_disc_real_4: 0.3209042549133301 (0.24924320784898904) | > loss_disc_real_5: 0.256107360124588 (0.271458591406162) | > loss_0: 2.4177165031433105 (2.3692053831540623) | > loss_gen: 2.456183433532715 (2.511416435241699) | > loss_kl: 2.3564505577087402 (2.687234878540039) | > loss_feat: 7.274044513702393 (6.896837051098164) | > loss_mel: 16.33397102355957 (18.65187219473032) | > loss_duration: 2.1653690338134766 (2.3275745648604174) | > loss_1: 30.58601951599121 (33.074934886052056)  --> STEP: 14 | > loss_disc: 2.0978643894195557 (2.3498238836015974) | > loss_disc_real_0: 0.08221251517534256 (0.10373454434531075) | > loss_disc_real_1: 0.19899702072143555 (0.22733702936342784) | > loss_disc_real_2: 0.16713722050189972 (0.20740846757377898) | > loss_disc_real_3: 0.23446553945541382 (0.2798977345228195) | > loss_disc_real_4: 0.1915150284767151 (0.24511976646525518) | > loss_disc_real_5: 0.2204342484474182 (0.26781399548053747) | > loss_0: 2.0978643894195557 (2.3498238836015974) | > loss_gen: 2.4233155250549316 (2.5051235130855014) | > loss_kl: 3.4400739669799805 (2.741009099142892) | > loss_feat: 7.397916793823242 (6.932628461292812) | > loss_mel: 18.721282958984375 (18.656830106462753) | > loss_duration: 2.426115036010742 (2.334613169942583) | > loss_1: 34.4087028503418 (33.17020402635846)  --> STEP: 15 | > loss_disc: 2.2653496265411377 (2.3441922664642334) | > loss_disc_real_0: 0.05925266817212105 (0.10076908593376478) | > loss_disc_real_1: 0.25162771344184875 (0.22895640830198924) | > loss_disc_real_2: 0.2623837888240814 (0.2110734889904658) | > loss_disc_real_3: 0.26913681626319885 (0.2791803399721781) | > loss_disc_real_4: 0.2104095220565796 (0.24280575017134348) | > loss_disc_real_5: 0.18059661984443665 (0.2619995037714641) | > loss_0: 2.2653496265411377 (2.3441922664642334) | > loss_gen: 2.4261314868927 (2.4998573780059816) | > loss_kl: 3.1046574115753174 (2.7652523199717205) | > loss_feat: 5.671548843383789 (6.848556486765544) | > loss_mel: 16.34920883178711 (18.502988688151042) | > loss_duration: 2.249361515045166 (2.3289297262827557) | > loss_1: 29.8009090423584 (32.94558436075845)  --> STEP: 16 | > loss_disc: 2.6370651721954346 (2.3624968230724335) | > loss_disc_real_0: 0.07684636861085892 (0.09927391610108316) | > loss_disc_real_1: 0.30849701166152954 (0.2339276960119605) | > loss_disc_real_2: 0.19847597181797028 (0.21028614416718483) | > loss_disc_real_3: 0.3599429726600647 (0.28422800451517105) | > loss_disc_real_4: 0.3377735912799835 (0.2487412402406335) | > loss_disc_real_5: 0.3347170650959015 (0.2665443513542414) | > loss_0: 2.6370651721954346 (2.3624968230724335) | > loss_gen: 2.4492385387420654 (2.4966937005519867) | > loss_kl: 2.4306788444519043 (2.744341477751732) | > loss_feat: 6.5054755210876465 (6.827113926410675) | > loss_mel: 16.81354331970215 (18.397398352622986) | > loss_duration: 2.388014316558838 (2.3326225131750107) | > loss_1: 30.586950302124023 (32.7981697320938)  --> STEP: 17 | > loss_disc: 2.4500458240509033 (2.367646764306461) | > loss_disc_real_0: 0.05796001851558685 (0.09684368683134809) | > loss_disc_real_1: 0.24840737879276276 (0.23477944205789006) | > loss_disc_real_2: 0.3101786971092224 (0.21616217669318705) | > loss_disc_real_3: 0.3168717324733734 (0.28614822380683) | > loss_disc_real_4: 0.2731514871120453 (0.25017713711542244) | > loss_disc_real_5: 0.23178218305110931 (0.26449951792464543) | > loss_0: 2.4500458240509033 (2.367646764306461) | > loss_gen: 2.3582897186279297 (2.4885522898505714) | > loss_kl: 2.2450079917907715 (2.7149689197540283) | > loss_feat: 5.709206581115723 (6.76135467080509) | > loss_mel: 17.467025756835938 (18.342670552870807) | > loss_duration: 2.394719362258911 (2.3362752690034756) | > loss_1: 30.17424964904785 (32.64382149191462)  --> STEP: 18 | > loss_disc: 2.204105854034424 (2.358561158180237) | > loss_disc_real_0: 0.18478670716285706 (0.10172941018309858) | > loss_disc_real_1: 0.24615205824375153 (0.2354112540682157) | > loss_disc_real_2: 0.14983931183815002 (0.21247757309012943) | > loss_disc_real_3: 0.230976402759552 (0.28308312263753677) | > loss_disc_real_4: 0.140080064535141 (0.24406063308318457) | > loss_disc_real_5: 0.17556391656398773 (0.25955865118238663) | > loss_0: 2.204105854034424 (2.358561158180237) | > loss_gen: 2.63279390335083 (2.4965657128228083) | > loss_kl: 2.390578269958496 (2.69694721698761) | > loss_feat: 9.165119171142578 (6.8948971430460615) | > loss_mel: 19.11684799194336 (18.38568041059706) | > loss_duration: 2.2516090869903564 (2.331571592224969) | > loss_1: 35.556949615478516 (32.805661943223726)  --> STEP: 19 | > loss_disc: 2.180107831954956 (2.3491688778525903) | > loss_disc_real_0: 0.07639971375465393 (0.10039626826581202) | > loss_disc_real_1: 0.18632644414901733 (0.23282784301983683) | > loss_disc_real_2: 0.18794232606887817 (0.21118624429953725) | > loss_disc_real_3: 0.20581890642642975 (0.2790165849422154) | > loss_disc_real_4: 0.17957332730293274 (0.24066656435790815) | > loss_disc_real_5: 0.19326114654541016 (0.25606930883307205) | > loss_0: 2.180107831954956 (2.3491688778525903) | > loss_gen: 2.377091407775879 (2.4902775915045487) | > loss_kl: 2.0727264881134033 (2.664093494415283) | > loss_feat: 9.771536827087402 (7.046299231679816) | > loss_mel: 19.174816131591797 (18.427213869596784) | > loss_duration: 2.2979211807250977 (2.3298005179355017) | > loss_1: 35.694091796875 (32.95768456710011)  --> STEP: 20 | > loss_disc: 2.2770471572875977 (2.345562791824341) | > loss_disc_real_0: 0.08579979091882706 (0.09966644439846277) | > loss_disc_real_1: 0.1487981230020523 (0.2286263570189476) | > loss_disc_real_2: 0.16947926580905914 (0.20910089537501336) | > loss_disc_real_3: 0.2578832507133484 (0.27795991823077204) | > loss_disc_real_4: 0.19226747751235962 (0.23824661001563072) | > loss_disc_real_5: 0.2399788200855255 (0.2552647843956947) | > loss_0: 2.2770471572875977 (2.345562791824341) | > loss_gen: 2.3434648513793945 (2.482936954498291) | > loss_kl: 1.936959147453308 (2.6277367770671844) | > loss_feat: 8.02845287322998 (7.095406913757325) | > loss_mel: 19.853836059570312 (18.49854497909546) | > loss_duration: 2.2998313903808594 (2.3283020615577694) | > loss_1: 34.46254348754883 (33.032927513122544)  --> STEP: 21 | > loss_disc: 2.378864049911499 (2.3471485660189675) | > loss_disc_real_0: 0.07827400416135788 (0.09864775676812444) | > loss_disc_real_1: 0.17658302187919617 (0.22614810296467372) | > loss_disc_real_2: 0.2214040607213974 (0.20968676039150783) | > loss_disc_real_3: 0.2748824954032898 (0.2778133742866062) | > loss_disc_real_4: 0.28840941190719604 (0.24063531486761003) | > loss_disc_real_5: 0.2589937746524811 (0.25544235536030363) | > loss_0: 2.378864049911499 (2.3471485660189675) | > loss_gen: 2.3356857299804688 (2.4759249914260137) | > loss_kl: 2.0531976222991943 (2.60037776969728) | > loss_feat: 5.2555341720581055 (7.007793926057362) | > loss_mel: 14.425271034240723 (18.304579553149996) | > loss_duration: 2.1752278804779053 (2.3210128148396807) | > loss_1: 26.244916915893555 (32.7096889132545)  --> STEP: 22 | > loss_disc: 2.16021990776062 (2.3386518088254062) | > loss_disc_real_0: 0.1249212995171547 (0.09984200871126218) | > loss_disc_real_1: 0.18990516662597656 (0.2245006967674602) | > loss_disc_real_2: 0.21325524151325226 (0.20984896407885986) | > loss_disc_real_3: 0.2392253428697586 (0.2760593728585677) | > loss_disc_real_4: 0.2147267758846283 (0.23945765400474722) | > loss_disc_real_5: 0.24847720563411713 (0.255125757645477) | > loss_0: 2.16021990776062 (2.3386518088254062) | > loss_gen: 2.6995818614959717 (2.48609121279283) | > loss_kl: 2.2808585166931152 (2.5858541672879998) | > loss_feat: 8.22618579864502 (7.063175374811346) | > loss_mel: 18.836612701416016 (18.328762878071178) | > loss_duration: 2.187169313430786 (2.3149290193210947) | > loss_1: 34.23040771484375 (32.778812495144926)  --> STEP: 23 | > loss_disc: 2.350867986679077 (2.339182946992957) | > loss_disc_real_0: 0.08259260654449463 (0.09909203470401141) | > loss_disc_real_1: 0.2604605555534363 (0.2260641688885896) | > loss_disc_real_2: 0.19959352910518646 (0.20940307560174362) | > loss_disc_real_3: 0.2705598473548889 (0.2758202630540599) | > loss_disc_real_4: 0.2118982970714569 (0.23825942109460416) | > loss_disc_real_5: 0.2818957567214966 (0.2562896706487822) | > loss_0: 2.350867986679077 (2.339182946992957) | > loss_gen: 2.419926166534424 (2.48321447165116) | > loss_kl: 2.920194149017334 (2.6003906882327534) | > loss_feat: 6.821749210357666 (7.05267858505249) | > loss_mel: 18.38431167602539 (18.33117804319962) | > loss_duration: 2.283076763153076 (2.3135441386181377) | > loss_1: 32.82925796508789 (32.7810057764468)  --> STEP: 24 | > loss_disc: 2.4375252723693848 (2.3432805438836417) | > loss_disc_real_0: 0.1343504637479782 (0.1005611359141767) | > loss_disc_real_1: 0.31523841619491577 (0.2297797625263532) | > loss_disc_real_2: 0.22071169316768646 (0.20987426800032458) | > loss_disc_real_3: 0.25543901324272156 (0.27497104431192076) | > loss_disc_real_4: 0.24457742273807526 (0.23852267116308212) | > loss_disc_real_5: 0.3283980190753937 (0.2592941851665577) | > loss_0: 2.4375252723693848 (2.3432805438836417) | > loss_gen: 2.6047394275665283 (2.488278011480967) | > loss_kl: 2.5590121746063232 (2.598666583498319) | > loss_feat: 5.881381988525391 (7.003874560197194) | > loss_mel: 18.61478042602539 (18.342994809150696) | > loss_duration: 2.399756908416748 (2.3171363373597464) | > loss_1: 32.05967330932617 (32.75095025698344)  --> STEP: 25 | > loss_disc: 2.4796133041381836 (2.3487338542938234) | > loss_disc_real_0: 0.07959476113319397 (0.0997224809229374) | > loss_disc_real_1: 0.24357423186302185 (0.23033154129981995) | > loss_disc_real_2: 0.27540501952171326 (0.21249549806118012) | > loss_disc_real_3: 0.2849748134613037 (0.2753711950778961) | > loss_disc_real_4: 0.34027427434921265 (0.24259273529052736) | > loss_disc_real_5: 0.3096764087677002 (0.2613094741106034) | > loss_0: 2.4796133041381836 (2.3487338542938234) | > loss_gen: 2.5895328521728516 (2.4923282051086426) | > loss_kl: 1.9425824880599976 (2.572423219680786) | > loss_feat: 7.496099472045898 (7.023563556671142) | > loss_mel: 17.665821075439453 (18.315907859802245) | > loss_duration: 2.3340516090393066 (2.3178129482269285) | > loss_1: 32.0280876159668 (32.72203575134277)  --> STEP: 26 | > loss_disc: 2.7223689556121826 (2.3631044351137604) | > loss_disc_real_0: 0.09705952554941177 (0.09962005956241718) | > loss_disc_real_1: 0.22462262213230133 (0.2301119674856846) | > loss_disc_real_2: 0.3240615129470825 (0.21678649863371482) | > loss_disc_real_3: 0.28222185373306274 (0.27563468194924867) | > loss_disc_real_4: 0.3040483593940735 (0.24495641314066374) | > loss_disc_real_5: 0.38974976539611816 (0.2662494853138924) | > loss_0: 2.7223689556121826 (2.3631044351137604) | > loss_gen: 2.3337655067443848 (2.4862296397869406) | > loss_kl: 2.7434470653533936 (2.5790010598989634) | > loss_feat: 4.371395587921143 (6.921557096334604) | > loss_mel: 12.589598655700684 (18.09566519810603) | > loss_duration: 2.309847354888916 (2.3175065792523895) | > loss_1: 24.348052978515625 (32.39995949084942) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024634874784029447 (+8.723369011512166e-05) | > avg_loss_disc: 2.3631044351137604 (-0.054465110485370616) | > avg_loss_disc_real_0: 0.09962005956241718 (-0.04322902614680621) | > avg_loss_disc_real_1: 0.2301119674856846 (+0.053863404175409885) | > avg_loss_disc_real_2: 0.21678649863371482 (+0.00897449254989624) | > avg_loss_disc_real_3: 0.27563468194924867 (+0.036172980872484356) | > avg_loss_disc_real_4: 0.24495641314066374 (+0.028385725158911496) | > avg_loss_disc_real_5: 0.2662494853138924 (+0.03744327821410626) | > avg_loss_0: 2.3631044351137604 (-0.054465110485370616) | > avg_loss_gen: 2.4862296397869406 (+0.1768211401425881) | > avg_loss_kl: 2.5790010598989634 (+0.11035887094644403) | > avg_loss_feat: 6.921557096334604 (-0.6738108488229599) | > avg_loss_mel: 18.09566519810603 (-0.5790867071885337) | > avg_loss_duration: 2.3175065792523895 (+0.016515484222998644) | > avg_loss_1: 32.39995949084942 (-0.9492026842557522)  > EPOCH: 334/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:40:53)   --> TIME: 2024-06-11 05:40:55 -- STEP: 4/330 -- GLOBAL_STEP: 198225 | > loss_disc: 2.253880500793457 (2.3337931036949158) | > loss_disc_real_0: 0.11720810830593109 (0.12081509828567505) | > loss_disc_real_1: 0.18732261657714844 (0.20526398718357086) | > loss_disc_real_2: 0.24023295938968658 (0.1878640279173851) | > loss_disc_real_3: 0.1929749846458435 (0.2365996204316616) | > loss_disc_real_4: 0.2038622945547104 (0.21070785447955132) | > loss_disc_real_5: 0.20939573645591736 (0.21615610271692276) | > loss_0: 2.253880500793457 (2.3337931036949158) | > grad_norm_0: tensor(5.1872, device='cuda:0') (tensor(6.7652, device='cuda:0')) | > loss_gen: 2.4056406021118164 (2.470265209674835) | > loss_kl: 1.8826875686645508 (1.7578464150428772) | > loss_feat: 6.927116870880127 (6.854729056358337) | > loss_mel: 19.296873092651367 (18.98013734817505) | > loss_duration: 2.251784324645996 (2.243548631668091) | > loss_1: 32.764102935791016 (32.306525230407715) | > grad_norm_1: tensor(101.7864, device='cuda:0') (tensor(79.9376, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3369 (0.35023462772369385) | > loader_time: 0.0029 (0.003325045108795166)  --> TIME: 2024-06-11 05:41:04 -- STEP: 29/330 -- GLOBAL_STEP: 198250 | > loss_disc: 2.338303327560425 (2.321514812009088) | > loss_disc_real_0: 0.1293862760066986 (0.1070255000015785) | > loss_disc_real_1: 0.21841932833194733 (0.20269686291957723) | > loss_disc_real_2: 0.18774612247943878 (0.210423338002172) | > loss_disc_real_3: 0.22708965837955475 (0.22593590822713128) | > loss_disc_real_4: 0.20420925319194794 (0.22537900867133304) | > loss_disc_real_5: 0.19234873354434967 (0.21905145973994813) | > loss_0: 2.338303327560425 (2.321514812009088) | > grad_norm_0: tensor(24.4424, device='cuda:0') (tensor(16.4883, device='cuda:0')) | > loss_gen: 2.470829963684082 (2.5190935545954214) | > loss_kl: 1.72342050075531 (1.8296558898070763) | > loss_feat: 6.864676475524902 (7.087266362946609) | > loss_mel: 19.01922607421875 (18.430334814663592) | > loss_duration: 2.038926601409912 (2.0883407140600267) | > loss_1: 32.1170768737793 (31.95469099899818) | > grad_norm_1: tensor(239.1101, device='cuda:0') (tensor(176.2717, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3456 (0.346794999878982) | > loader_time: 0.0031 (0.003194175917526771)  --> TIME: 2024-06-11 05:41:13 -- STEP: 54/330 -- GLOBAL_STEP: 198275 | > loss_disc: 2.408830165863037 (2.345524633372272) | > loss_disc_real_0: 0.10818442702293396 (0.111045703291893) | > loss_disc_real_1: 0.21258290112018585 (0.2043297188701453) | > loss_disc_real_2: 0.2673370838165283 (0.21492648704184425) | > loss_disc_real_3: 0.22682742774486542 (0.22591256736605256) | > loss_disc_real_4: 0.253882497549057 (0.22393994143715612) | > loss_disc_real_5: 0.22855646908283234 (0.2189332895256855) | > loss_0: 2.408830165863037 (2.345524633372272) | > grad_norm_0: tensor(18.4004, device='cuda:0') (tensor(17.4204, device='cuda:0')) | > loss_gen: 2.540785074234009 (2.5120428447370178) | > loss_kl: 1.8278448581695557 (1.8292187297785725) | > loss_feat: 7.2642130851745605 (7.079613941687125) | > loss_mel: 19.197256088256836 (18.41856048725269) | > loss_duration: 2.0031344890594482 (2.05652293894026) | > loss_1: 32.83323287963867 (31.895958829809118) | > grad_norm_1: tensor(186.6226, device='cuda:0') (tensor(185.4572, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3597 (0.35211021370357937) | > loader_time: 0.0034 (0.0033449022858231155)  --> TIME: 2024-06-11 05:41:23 -- STEP: 79/330 -- GLOBAL_STEP: 198300 | > loss_disc: 2.3505630493164062 (2.3328566068335426) | > loss_disc_real_0: 0.11389985680580139 (0.11192565981911708) | > loss_disc_real_1: 0.18575595319271088 (0.20122997292989417) | > loss_disc_real_2: 0.20493730902671814 (0.21412585864338693) | > loss_disc_real_3: 0.25762078166007996 (0.22692845101597942) | > loss_disc_real_4: 0.22653606534004211 (0.22459940140760398) | > loss_disc_real_5: 0.2333463877439499 (0.2181268096724643) | > loss_0: 2.3505630493164062 (2.3328566068335426) | > grad_norm_0: tensor(13.7614, device='cuda:0') (tensor(20.5199, device='cuda:0')) | > loss_gen: 2.4621472358703613 (2.523217659962328) | > loss_kl: 1.9093552827835083 (1.8429194326642193) | > loss_feat: 6.00738000869751 (7.1395117482052575) | > loss_mel: 17.6579647064209 (18.408667842044107) | > loss_duration: 1.976015329360962 (2.044827215279205) | > loss_1: 30.012861251831055 (31.95914381968824) | > grad_norm_1: tensor(161.4434, device='cuda:0') (tensor(230.0161, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3808 (0.3618471682826174) | > loader_time: 0.0037 (0.003530635109430627)  --> TIME: 2024-06-11 05:41:32 -- STEP: 104/330 -- GLOBAL_STEP: 198325 | > loss_disc: 2.269207239151001 (2.332189658513436) | > loss_disc_real_0: 0.10337190330028534 (0.11376325689399472) | > loss_disc_real_1: 0.1817346215248108 (0.20182738768366668) | > loss_disc_real_2: 0.23174485564231873 (0.2137068171913807) | > loss_disc_real_3: 0.21492281556129456 (0.22593287091988784) | > loss_disc_real_4: 0.22133532166481018 (0.2232833391485306) | > loss_disc_real_5: 0.20974798500537872 (0.21651284568584883) | > loss_0: 2.269207239151001 (2.332189658513436) | > grad_norm_0: tensor(26.9169, device='cuda:0') (tensor(23.6623, device='cuda:0')) | > loss_gen: 2.8044464588165283 (2.533133802505641) | > loss_kl: 1.9208922386169434 (1.8400998241626298) | > loss_feat: 7.952945709228516 (7.175321624829219) | > loss_mel: 18.695898056030273 (18.42202714773325) | > loss_duration: 2.09293794631958 (2.0431553606803607) | > loss_1: 33.46712112426758 (32.013737660187935) | > grad_norm_1: tensor(423.9473, device='cuda:0') (tensor(247.1494, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3645 (0.3642002000258518) | > loader_time: 0.0046 (0.003627286507533147)  --> TIME: 2024-06-11 05:41:42 -- STEP: 129/330 -- GLOBAL_STEP: 198350 | > loss_disc: 2.2781076431274414 (2.329639726831007) | > loss_disc_real_0: 0.1024387925863266 (0.11353030907668808) | > loss_disc_real_1: 0.17143365740776062 (0.20110700608685958) | > loss_disc_real_2: 0.22334644198417664 (0.2151619341484336) | > loss_disc_real_3: 0.22888991236686707 (0.2267824662055156) | > loss_disc_real_4: 0.2269810140132904 (0.2239408580831779) | > loss_disc_real_5: 0.2176702320575714 (0.21633875716564266) | > loss_0: 2.2781076431274414 (2.329639726831007) | > grad_norm_0: tensor(18.5366, device='cuda:0') (tensor(24.0650, device='cuda:0')) | > loss_gen: 2.491985321044922 (2.5386487568995757) | > loss_kl: 1.9284954071044922 (1.8490281308344167) | > loss_feat: 7.035338401794434 (7.209996090378872) | > loss_mel: 19.472957611083984 (18.413364499114287) | > loss_duration: 2.0158753395080566 (2.043240246846695) | > loss_1: 32.94465255737305 (32.054277671399944) | > grad_norm_1: tensor(267.1160, device='cuda:0') (tensor(264.4834, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3609 (0.3658401577971701) | > loader_time: 0.0042 (0.0037566303282745126)  --> TIME: 2024-06-11 05:41:52 -- STEP: 154/330 -- GLOBAL_STEP: 198375 | > loss_disc: 2.259169578552246 (2.326827852756946) | > loss_disc_real_0: 0.08576318621635437 (0.11343002616875357) | > loss_disc_real_1: 0.2008424699306488 (0.20068176477760463) | > loss_disc_real_2: 0.19633854925632477 (0.21377679531450394) | > loss_disc_real_3: 0.2533644139766693 (0.2264340262521397) | > loss_disc_real_4: 0.2428775280714035 (0.22297887465396485) | > loss_disc_real_5: 0.2162245213985443 (0.21664885179950044) | > loss_0: 2.259169578552246 (2.326827852756946) | > grad_norm_0: tensor(24.7907, device='cuda:0') (tensor(25.6251, device='cuda:0')) | > loss_gen: 2.6156415939331055 (2.5413829970669446) | > loss_kl: 1.9217801094055176 (1.8505282672968777) | > loss_feat: 7.62442684173584 (7.230238747287108) | > loss_mel: 18.556190490722656 (18.415580142628077) | > loss_duration: 2.0348939895629883 (2.0448976468730287) | > loss_1: 32.752933502197266 (32.08262775470683) | > grad_norm_1: tensor(351.0381, device='cuda:0') (tensor(273.4533, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.392 (0.3694619373841719) | > loader_time: 0.004 (0.0038509632085824944)  --> TIME: 2024-06-11 05:42:02 -- STEP: 179/330 -- GLOBAL_STEP: 198400 | > loss_disc: 2.3544960021972656 (2.3281075821242516) | > loss_disc_real_0: 0.1460663378238678 (0.11283228094767592) | > loss_disc_real_1: 0.1971421241760254 (0.20065865345174375) | > loss_disc_real_2: 0.2299664467573166 (0.21468678932616164) | > loss_disc_real_3: 0.21101829409599304 (0.22682396909378094) | > loss_disc_real_4: 0.22961662709712982 (0.2233542059886389) | > loss_disc_real_5: 0.19069328904151917 (0.21670862807574884) | > loss_0: 2.3544960021972656 (2.3281075821242516) | > grad_norm_0: tensor(92.9622, device='cuda:0') (tensor(26.8415, device='cuda:0')) | > loss_gen: 2.46551513671875 (2.5429240298670757) | > loss_kl: 2.009650230407715 (1.8660742330817537) | > loss_feat: 7.046586990356445 (7.239814790267519) | > loss_mel: 18.1296443939209 (18.40052688854368) | > loss_duration: 2.0843074321746826 (2.0499886434171453) | > loss_1: 31.73570442199707 (32.099328589838954) | > grad_norm_1: tensor(459.5780, device='cuda:0') (tensor(283.9565, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3945 (0.3727131289476787) | > loader_time: 0.005 (0.003970681622041672)  --> TIME: 2024-06-11 05:42:12 -- STEP: 204/330 -- GLOBAL_STEP: 198425 | > loss_disc: 2.2969093322753906 (2.3229600787162776) | > loss_disc_real_0: 0.12181133031845093 (0.1125543887599134) | > loss_disc_real_1: 0.2310412973165512 (0.19985063242561676) | > loss_disc_real_2: 0.209396094083786 (0.21368427917945618) | > loss_disc_real_3: 0.21472962200641632 (0.22616499216825353) | > loss_disc_real_4: 0.19871118664741516 (0.22303619790895313) | > loss_disc_real_5: 0.19553770124912262 (0.21643916780457778) | > loss_0: 2.2969093322753906 (2.3229600787162776) | > grad_norm_0: tensor(34.6549, device='cuda:0') (tensor(27.5058, device='cuda:0')) | > loss_gen: 2.7968039512634277 (2.553310851256052) | > loss_kl: 1.897175669670105 (1.8712415636754502) | > loss_feat: 8.116656303405762 (7.286065379778545) | > loss_mel: 19.06111717224121 (18.35682220084995) | > loss_duration: 2.0494346618652344 (2.056358794955647) | > loss_1: 33.92118835449219 (32.123798716301984) | > grad_norm_1: tensor(138.8914, device='cuda:0') (tensor(296.7859, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.3965 (0.37647515418482747) | > loader_time: 0.0048 (0.0041110690902261176)  --> TIME: 2024-06-11 05:42:23 -- STEP: 229/330 -- GLOBAL_STEP: 198450 | > loss_disc: 2.2510745525360107 (2.3237515245462603) | > loss_disc_real_0: 0.1439833641052246 (0.11437239899710797) | > loss_disc_real_1: 0.15715210139751434 (0.19944630016666312) | > loss_disc_real_2: 0.22220975160598755 (0.21355866338228033) | > loss_disc_real_3: 0.2233114391565323 (0.2263082983582301) | > loss_disc_real_4: 0.22804689407348633 (0.2233742395472839) | > loss_disc_real_5: 0.21315935254096985 (0.21671735537624776) | > loss_0: 2.2510745525360107 (2.3237515245462603) | > grad_norm_0: tensor(30.3008, device='cuda:0') (tensor(29.2689, device='cuda:0')) | > loss_gen: 2.6209585666656494 (2.5509347863592953) | > loss_kl: 1.9041332006454468 (1.8749784590375476) | > loss_feat: 7.4365668296813965 (7.292948801965173) | > loss_mel: 18.397354125976562 (18.325563697315193) | > loss_duration: 2.153980255126953 (2.0633737775436134) | > loss_1: 32.51299285888672 (32.10779948005508) | > grad_norm_1: tensor(388.0970, device='cuda:0') (tensor(309.0237, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.4287 (0.3807272442563651) | > loader_time: 0.0058 (0.004252477504280456)  --> TIME: 2024-06-11 05:42:34 -- STEP: 254/330 -- GLOBAL_STEP: 198475 | > loss_disc: 2.225043535232544 (2.3205199626487065) | > loss_disc_real_0: 0.10941670089960098 (0.11460130985855586) | > loss_disc_real_1: 0.19360435009002686 (0.1993425759508854) | > loss_disc_real_2: 0.239451065659523 (0.21324275621748345) | > loss_disc_real_3: 0.18949365615844727 (0.22613434552207706) | > loss_disc_real_4: 0.21720723807811737 (0.2231461833429149) | > loss_disc_real_5: 0.1909446269273758 (0.21618750609281495) | > loss_0: 2.225043535232544 (2.3205199626487065) | > grad_norm_0: tensor(23.0478, device='cuda:0') (tensor(28.1288, device='cuda:0')) | > loss_gen: 2.4937353134155273 (2.5473333578410107) | > loss_kl: 1.9970554113388062 (1.8747084549092872) | > loss_feat: 8.137650489807129 (7.3024746789706985) | > loss_mel: 18.219417572021484 (18.271368514834418) | > loss_duration: 2.0983738899230957 (2.069689755833993) | > loss_1: 32.946231842041016 (32.065574728597774) | > grad_norm_1: tensor(282.3424, device='cuda:0') (tensor(300.1836, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.4414 (0.3860173460066787) | > loader_time: 0.0055 (0.004377044092013141)  --> TIME: 2024-06-11 05:42:45 -- STEP: 279/330 -- GLOBAL_STEP: 198500 | > loss_disc: 2.3691208362579346 (2.3236044512854677) | > loss_disc_real_0: 0.16090770065784454 (0.1156324261539085) | > loss_disc_real_1: 0.18761755526065826 (0.19975081134227016) | > loss_disc_real_2: 0.22123004496097565 (0.21346607697480038) | > loss_disc_real_3: 0.2445727437734604 (0.22642246828711587) | > loss_disc_real_4: 0.2184286266565323 (0.22312908478107937) | > loss_disc_real_5: 0.21859616041183472 (0.21655144448989608) | > loss_0: 2.3691208362579346 (2.3236044512854677) | > grad_norm_0: tensor(8.8296, device='cuda:0') (tensor(27.4158, device='cuda:0')) | > loss_gen: 2.494171142578125 (2.5449811147532584) | > loss_kl: 1.8531067371368408 (1.8796169971479737) | > loss_feat: 7.476097583770752 (7.3116922293085365) | > loss_mel: 17.676143646240234 (18.237744300596162) | > loss_duration: 2.160689353942871 (2.0781684054268723) | > loss_1: 31.66020965576172 (32.05220300407817) | > grad_norm_1: tensor(69.2422, device='cuda:0') (tensor(291.6671, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.4511 (0.39136260897455244) | > loader_time: 0.0064 (0.004542633624059754) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_198500.pth  --> TIME: 2024-06-11 05:43:02 -- STEP: 304/330 -- GLOBAL_STEP: 198525 | > loss_disc: 2.397611379623413 (2.3260544546340642) | > loss_disc_real_0: 0.15070536732673645 (0.11667579830330062) | > loss_disc_real_1: 0.18443354964256287 (0.19984310301706976) | > loss_disc_real_2: 0.25767311453819275 (0.21424366190637412) | > loss_disc_real_3: 0.23840293288230896 (0.22639628239956341) | > loss_disc_real_4: 0.22362366318702698 (0.22305438442057693) | > loss_disc_real_5: 0.2285137176513672 (0.21618710963153526) | > loss_0: 2.397611379623413 (2.3260544546340642) | > grad_norm_0: tensor(37.8586, device='cuda:0') (tensor(28.0680, device='cuda:0')) | > loss_gen: 2.4118332862854004 (2.538638876456963) | > loss_kl: 1.83098566532135 (1.8810853017003912) | > loss_feat: 7.851548671722412 (7.3100527117126886) | > loss_mel: 17.094335556030273 (18.1905621478432) | > loss_duration: 2.2227799892425537 (2.0878849174631267) | > loss_1: 31.411483764648438 (32.00822389753238) | > grad_norm_1: tensor(510.6290, device='cuda:0') (tensor(297.4957, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.4754 (0.39804162398764975) | > loader_time: 0.0082 (0.00474936554306432)  --> TIME: 2024-06-11 05:43:29 -- STEP: 329/330 -- GLOBAL_STEP: 198550 | > loss_disc: 2.347567319869995 (2.3313835645519134) | > loss_disc_real_0: 0.13665151596069336 (0.11850599501859453) | > loss_disc_real_1: 0.1577635258436203 (0.20095795238996342) | > loss_disc_real_2: 0.27927201986312866 (0.21390749482398339) | > loss_disc_real_3: 0.18557557463645935 (0.22621850307045738) | > loss_disc_real_4: 0.13976868987083435 (0.22343355874703658) | > loss_disc_real_5: 0.1775204837322235 (0.21649950416617117) | > loss_0: 2.347567319869995 (2.3313835645519134) | > grad_norm_0: tensor(6.4910, device='cuda:0') (tensor(29.2950, device='cuda:0')) | > loss_gen: 2.420445442199707 (2.537663949659167) | > loss_kl: 2.133953094482422 (1.888530851135138) | > loss_feat: 10.702072143554688 (7.400074638494243) | > loss_mel: 17.9134578704834 (18.156538131389198) | > loss_duration: 2.2628989219665527 (2.101228973785795) | > loss_1: 35.43282699584961 (32.08403647634395) | > grad_norm_1: tensor(227.9263, device='cuda:0') (tensor(305.4765, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 13.3633 (0.4507740109162492) | > loader_time: 0.0338 (0.005198648997715543)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.347484588623047 (2.347484588623047) | > loss_disc_real_0: 0.11559516936540604 (0.11559516936540604) | > loss_disc_real_1: 0.23225416243076324 (0.23225416243076324) | > loss_disc_real_2: 0.17151862382888794 (0.17151862382888794) | > loss_disc_real_3: 0.2707599997520447 (0.2707599997520447) | > loss_disc_real_4: 0.21992771327495575 (0.21992771327495575) | > loss_disc_real_5: 0.16497190296649933 (0.16497190296649933) | > loss_0: 2.347484588623047 (2.347484588623047) | > loss_gen: 2.295076847076416 (2.295076847076416) | > loss_kl: 2.3320517539978027 (2.3320517539978027) | > loss_feat: 5.799149513244629 (5.799149513244629) | > loss_mel: 16.65048599243164 (16.65048599243164) | > loss_duration: 2.892773151397705 (2.892773151397705) | > loss_1: 29.96953582763672 (29.96953582763672)  --> STEP: 1 | > loss_disc: 2.36899471282959 (2.36899471282959) | > loss_disc_real_0: 0.06814120709896088 (0.06814120709896088) | > loss_disc_real_1: 0.1386677473783493 (0.1386677473783493) | > loss_disc_real_2: 0.23483678698539734 (0.23483678698539734) | > loss_disc_real_3: 0.27653035521507263 (0.27653035521507263) | > loss_disc_real_4: 0.2470027357339859 (0.2470027357339859) | > loss_disc_real_5: 0.2039230316877365 (0.2039230316877365) | > loss_0: 2.36899471282959 (2.36899471282959) | > loss_gen: 2.1888673305511475 (2.1888673305511475) | > loss_kl: 2.6855850219726562 (2.6855850219726562) | > loss_feat: 5.855501651763916 (5.855501651763916) | > loss_mel: 19.605079650878906 (19.605079650878906) | > loss_duration: 2.417181968688965 (2.417181968688965) | > loss_1: 32.75221633911133 (32.75221633911133)  --> STEP: 2 | > loss_disc: 2.4763522148132324 (2.422673463821411) | > loss_disc_real_0: 0.07969719171524048 (0.07391919940710068) | > loss_disc_real_1: 0.21321967244148254 (0.17594370990991592) | > loss_disc_real_2: 0.24214038252830505 (0.2384885847568512) | > loss_disc_real_3: 0.33387401700019836 (0.3052021861076355) | > loss_disc_real_4: 0.2782512903213501 (0.262627013027668) | > loss_disc_real_5: 0.2462465763092041 (0.2250848039984703) | > loss_0: 2.4763522148132324 (2.422673463821411) | > loss_gen: 2.433986186981201 (2.3114267587661743) | > loss_kl: 3.234276056289673 (2.9599305391311646) | > loss_feat: 5.885922908782959 (5.8707122802734375) | > loss_mel: 19.169368743896484 (19.387224197387695) | > loss_duration: 2.5457773208618164 (2.4814796447753906) | > loss_1: 33.26933288574219 (33.01077461242676)  --> STEP: 3 | > loss_disc: 2.413630723953247 (2.41965921719869) | > loss_disc_real_0: 0.10022903978824615 (0.08268914620081584) | > loss_disc_real_1: 0.23152893781661987 (0.19447211921215057) | > loss_disc_real_2: 0.28434082865715027 (0.25377266605695087) | > loss_disc_real_3: 0.33132442831993103 (0.3139096001784007) | > loss_disc_real_4: 0.31021395325660706 (0.27848932643731433) | > loss_disc_real_5: 0.2482568770647049 (0.23280882835388184) | > loss_0: 2.413630723953247 (2.41965921719869) | > loss_gen: 2.623180389404297 (2.4153446356455484) | > loss_kl: 2.1477673053741455 (2.689209461212158) | > loss_feat: 5.784551620483398 (5.841992060343425) | > loss_mel: 17.005268096923828 (18.593238830566406) | > loss_duration: 2.235149383544922 (2.399369557698568) | > loss_1: 29.795917510986328 (31.93915557861328)  --> STEP: 4 | > loss_disc: 2.439199686050415 (2.424544334411621) | > loss_disc_real_0: 0.16882812976837158 (0.10422389209270477) | > loss_disc_real_1: 0.16794314980506897 (0.18783987686038017) | > loss_disc_real_2: 0.28633108735084534 (0.2619122713804245) | > loss_disc_real_3: 0.3368127942085266 (0.31963539868593216) | > loss_disc_real_4: 0.20404817163944244 (0.2598790377378464) | > loss_disc_real_5: 0.17013952136039734 (0.2171415016055107) | > loss_0: 2.439199686050415 (2.424544334411621) | > loss_gen: 2.5827653408050537 (2.457199811935425) | > loss_kl: 2.6557703018188477 (2.6808496713638306) | > loss_feat: 8.01498794555664 (6.3852410316467285) | > loss_mel: 18.73659324645996 (18.629077434539795) | > loss_duration: 2.2725672721862793 (2.3676689863204956) | > loss_1: 34.2626838684082 (32.52003765106201)  --> STEP: 5 | > loss_disc: 1.8117872476577759 (2.301992917060852) | > loss_disc_real_0: 0.10421844571828842 (0.10422280281782151) | > loss_disc_real_1: 0.17973852157592773 (0.18621960580348967) | > loss_disc_real_2: 0.20811612904071808 (0.2511530429124832) | > loss_disc_real_3: 0.21300220489501953 (0.29830875992774963) | > loss_disc_real_4: 0.13931502401828766 (0.23576623499393462) | > loss_disc_real_5: 0.12229674309492111 (0.19817254990339278) | > loss_0: 1.8117872476577759 (2.301992917060852) | > loss_gen: 2.8613901138305664 (2.538037872314453) | > loss_kl: 2.013697385787964 (2.547419214248657) | > loss_feat: 8.778176307678223 (6.863828086853028) | > loss_mel: 21.519765853881836 (19.207215118408204) | > loss_duration: 2.382385730743408 (2.3706123352050783) | > loss_1: 37.55541229248047 (33.527112579345705)  --> STEP: 6 | > loss_disc: 2.2907655239105225 (2.3001216848691306) | > loss_disc_real_0: 0.12561504542827606 (0.10778817658623059) | > loss_disc_real_1: 0.1483546644449234 (0.17990878224372864) | > loss_disc_real_2: 0.28901100158691406 (0.257462702691555) | > loss_disc_real_3: 0.28417155146598816 (0.29595255851745605) | > loss_disc_real_4: 0.2035074383020401 (0.23038976887861887) | > loss_disc_real_5: 0.16660308837890625 (0.19291097298264503) | > loss_0: 2.2907655239105225 (2.3001216848691306) | > loss_gen: 2.384350061416626 (2.5124232371648154) | > loss_kl: 2.6477928161621094 (2.5641481479008994) | > loss_feat: 6.234900951385498 (6.759006897608439) | > loss_mel: 19.178287506103516 (19.202393849690754) | > loss_duration: 2.1543705463409424 (2.3345720370610556) | > loss_1: 32.599700927734375 (33.37254397074381)  --> STEP: 7 | > loss_disc: 2.274360418319702 (2.2964415039334978) | > loss_disc_real_0: 0.047270625829696655 (0.09914281219244003) | > loss_disc_real_1: 0.18105030059814453 (0.18007185629435948) | > loss_disc_real_2: 0.25981518626213074 (0.2577987717730658) | > loss_disc_real_3: 0.29350587725639343 (0.2956030326230185) | > loss_disc_real_4: 0.211897611618042 (0.2277480321271079) | > loss_disc_real_5: 0.21158286929130554 (0.1955783867410251) | > loss_0: 2.274360418319702 (2.2964415039334978) | > loss_gen: 2.4208195209503174 (2.4993369919913158) | > loss_kl: 3.5204219818115234 (2.700758695602417) | > loss_feat: 7.8985795974731445 (6.921802997589111) | > loss_mel: 21.01573944091797 (19.461443219866073) | > loss_duration: 2.521214008331299 (2.3612351758139476) | > loss_1: 37.376773834228516 (33.94457680838449)  --> STEP: 8 | > loss_disc: 2.567142963409424 (2.3302791863679886) | > loss_disc_real_0: 0.15272939205169678 (0.10584113467484713) | > loss_disc_real_1: 0.16524538397789001 (0.1782185472548008) | > loss_disc_real_2: 0.20008164644241333 (0.2505841311067343) | > loss_disc_real_3: 0.2653958797454834 (0.29182713851332664) | > loss_disc_real_4: 0.19214044511318207 (0.22329708375036716) | > loss_disc_real_5: 0.23969124257564545 (0.20109249372035265) | > loss_0: 2.567142963409424 (2.3302791863679886) | > loss_gen: 2.019239664077759 (2.439324826002121) | > loss_kl: 2.9877870082855225 (2.736637234687805) | > loss_feat: 8.887389183044434 (7.167501270771027) | > loss_mel: 17.694644927978516 (19.240593433380127) | > loss_duration: 2.195918321609497 (2.340570569038391) | > loss_1: 33.784976959228516 (33.92462682723999)  --> STEP: 9 | > loss_disc: 2.580264091491699 (2.3580552869372897) | > loss_disc_real_0: 0.1831369698047638 (0.11442956080039342) | > loss_disc_real_1: 0.14568409323692322 (0.17460360791948107) | > loss_disc_real_2: 0.30565643310546875 (0.25670327577326035) | > loss_disc_real_3: 0.2890395522117615 (0.2915174067020416) | > loss_disc_real_4: 0.18894775211811066 (0.2194804913467831) | > loss_disc_real_5: 0.1978711634874344 (0.2007345681389173) | > loss_0: 2.580264091491699 (2.3580552869372897) | > loss_gen: 2.257509469985962 (2.4191231197781033) | > loss_kl: 2.502013683319092 (2.7105679512023926) | > loss_feat: 9.214703559875488 (7.394968191782634) | > loss_mel: 18.34218978881836 (19.140770806206596) | > loss_duration: 2.1480178833007812 (2.3191758261786566) | > loss_1: 34.46443557739258 (33.98460557725694)  --> STEP: 10 | > loss_disc: 2.30991530418396 (2.3532412886619567) | > loss_disc_real_0: 0.08059237152338028 (0.1110458418726921) | > loss_disc_real_1: 0.19450028240680695 (0.17659327536821365) | > loss_disc_real_2: 0.22998227179050446 (0.25403117537498476) | > loss_disc_real_3: 0.29282358288764954 (0.29164802432060244) | > loss_disc_real_4: 0.1757022887468338 (0.21510267108678818) | > loss_disc_real_5: 0.2393997460603714 (0.2046010859310627) | > loss_0: 2.30991530418396 (2.3532412886619567) | > loss_gen: 2.4769201278686523 (2.424902820587158) | > loss_kl: 2.39280104637146 (2.6787912607192994) | > loss_feat: 7.539280891418457 (7.409399461746216) | > loss_mel: 19.651704788208008 (19.191864204406738) | > loss_duration: 2.2758946418762207 (2.314847707748413) | > loss_1: 34.33660125732422 (34.019805145263675)  --> STEP: 11 | > loss_disc: 2.3560526371002197 (2.353496865792708) | > loss_disc_real_0: 0.09354904294013977 (0.10945522378791463) | > loss_disc_real_1: 0.18949584662914276 (0.17776623639193448) | > loss_disc_real_2: 0.208950012922287 (0.24993288787928494) | > loss_disc_real_3: 0.31775033473968506 (0.2940209616314281) | > loss_disc_real_4: 0.30570510029792786 (0.22333925556052814) | > loss_disc_real_5: 0.24619370698928833 (0.2083822332999923) | > loss_0: 2.3560526371002197 (2.353496865792708) | > loss_gen: 2.477320909500122 (2.4296681013974277) | > loss_kl: 3.072857141494751 (2.7146154316988858) | > loss_feat: 6.46265172958374 (7.323331486095082) | > loss_mel: 17.405488967895508 (19.02946645563299) | > loss_duration: 2.4775166511535645 (2.3296357935125176) | > loss_1: 31.895835876464844 (33.82671702991832)  --> STEP: 12 | > loss_disc: 2.54343581199646 (2.369325111309687) | > loss_disc_real_0: 0.07685448229312897 (0.10673849533001582) | > loss_disc_real_1: 0.1748458743095398 (0.17752287288506827) | > loss_disc_real_2: 0.22317077219486237 (0.24770271157224974) | > loss_disc_real_3: 0.31821492314338684 (0.296037125090758) | > loss_disc_real_4: 0.2887101471424103 (0.22878682985901833) | > loss_disc_real_5: 0.24484723806381226 (0.2114209836969773) | > loss_0: 2.54343581199646 (2.369325111309687) | > loss_gen: 2.273003339767456 (2.41661270459493) | > loss_kl: 2.618377923965454 (2.7065956393877664) | > loss_feat: 6.446369647979736 (7.250251332918803) | > loss_mel: 18.259113311767578 (18.96527036031087) | > loss_duration: 2.214026927947998 (2.320001721382141) | > loss_1: 31.810890197753906 (33.65873146057128)  --> STEP: 13 | > loss_disc: 2.5580875873565674 (2.383845301774832) | > loss_disc_real_0: 0.20709328353405 (0.11445809442263383) | > loss_disc_real_1: 0.24974094331264496 (0.18307810907180494) | > loss_disc_real_2: 0.2761579155921936 (0.24989157341993773) | > loss_disc_real_3: 0.35071393847465515 (0.30024303381259626) | > loss_disc_real_4: 0.2534509003162384 (0.23068406604803526) | > loss_disc_real_5: 0.2260710895061493 (0.21254791491306746) | > loss_0: 2.5580875873565674 (2.383845301774832) | > loss_gen: 2.465590238571167 (2.4203802072084866) | > loss_kl: 2.5861799716949463 (2.697332895719088) | > loss_feat: 5.417670726776123 (7.109283593984751) | > loss_mel: 17.468870162963867 (18.85016265282264) | > loss_duration: 2.1659350395202637 (2.308150438161997) | > loss_1: 30.104246139526367 (33.38530951279859)  --> STEP: 14 | > loss_disc: 2.255690574645996 (2.3746913926942006) | > loss_disc_real_0: 0.1450120210647583 (0.11664051775421415) | > loss_disc_real_1: 0.1913718283176422 (0.18367051758936473) | > loss_disc_real_2: 0.22807720303535461 (0.24833340410675322) | > loss_disc_real_3: 0.27045655250549316 (0.298115428004946) | > loss_disc_real_4: 0.2278149574995041 (0.23047912972314016) | > loss_disc_real_5: 0.22467099130153656 (0.21341384894081525) | > loss_0: 2.255690574645996 (2.3746913926942006) | > loss_gen: 2.4910008907318115 (2.425424541745867) | > loss_kl: 3.126936197280884 (2.7280188458306447) | > loss_feat: 5.733390808105469 (7.011005537850516) | > loss_mel: 18.92123794555664 (18.855239459446498) | > loss_duration: 2.3938183784484863 (2.314269576753889) | > loss_1: 32.666385650634766 (33.33395780835832)  --> STEP: 15 | > loss_disc: 2.7218754291534424 (2.397836995124817) | > loss_disc_real_0: 0.2142239511013031 (0.12314607997735341) | > loss_disc_real_1: 0.20264454185962677 (0.18493545254071553) | > loss_disc_real_2: 0.2980737090110779 (0.2516494244337082) | > loss_disc_real_3: 0.27391335368156433 (0.2965019563833872) | > loss_disc_real_4: 0.24900636076927185 (0.23171427845954895) | > loss_disc_real_5: 0.2857828438282013 (0.21823844859997432) | > loss_0: 2.7218754291534424 (2.397836995124817) | > loss_gen: 2.318246841430664 (2.4182793617248537) | > loss_kl: 3.722834825515747 (2.794339911142985) | > loss_feat: 7.969477653503418 (7.074903678894043) | > loss_mel: 18.216115951538086 (18.81263122558594) | > loss_duration: 2.3419275283813477 (2.3161134401957195) | > loss_1: 34.568603515625 (33.4162675221761)  --> STEP: 16 | > loss_disc: 2.549023151397705 (2.4072861298918724) | > loss_disc_real_0: 0.14501474797725677 (0.12451287172734737) | > loss_disc_real_1: 0.1988440304994583 (0.18580473866313696) | > loss_disc_real_2: 0.32565948367118835 (0.2562750531360507) | > loss_disc_real_3: 0.25306668877601624 (0.29378725215792656) | > loss_disc_real_4: 0.19264458119869232 (0.2292724223807454) | > loss_disc_real_5: 0.26807036995887756 (0.22135294368490577) | > loss_0: 2.549023151397705 (2.4072861298918724) | > loss_gen: 2.526167392730713 (2.4250223636627197) | > loss_kl: 2.4871411323547363 (2.7751399874687195) | > loss_feat: 10.25422477722168 (7.27361124753952) | > loss_mel: 18.22279930114746 (18.775766730308533) | > loss_duration: 2.3537487983703613 (2.3184656500816345) | > loss_1: 35.84408187866211 (33.568005919456475)  --> STEP: 17 | > loss_disc: 2.1105878353118896 (2.389833289034226) | > loss_disc_real_0: 0.10461628437042236 (0.12334248423576355) | > loss_disc_real_1: 0.23224158585071564 (0.18853631790946512) | > loss_disc_real_2: 0.26821163296699524 (0.25697720489081216) | > loss_disc_real_3: 0.2850046455860138 (0.2932706282419317) | > loss_disc_real_4: 0.18866081535816193 (0.22688350432059345) | > loss_disc_real_5: 0.1422865092754364 (0.21670197695493698) | > loss_0: 2.1105878353118896 (2.389833289034226) | > loss_gen: 2.6869471073150635 (2.4404297015246224) | > loss_kl: 2.356260299682617 (2.750500005834243) | > loss_feat: 6.925462245941162 (7.253131894504323) | > loss_mel: 18.07707977294922 (18.73466749752269) | > loss_duration: 2.374293565750122 (2.321749645120957) | > loss_1: 32.4200439453125 (33.50047874450683)  --> STEP: 18 | > loss_disc: 2.4800100326538086 (2.394843108124203) | > loss_disc_real_0: 0.1399243026971817 (0.124263696372509) | > loss_disc_real_1: 0.1523403823375702 (0.1865254325999154) | > loss_disc_real_2: 0.26320749521255493 (0.25732333213090897) | > loss_disc_real_3: 0.2851051688194275 (0.29281699160734814) | > loss_disc_real_4: 0.31379425525665283 (0.23171187937259674) | > loss_disc_real_5: 0.28698715567588806 (0.22060670910610092) | > loss_0: 2.4800100326538086 (2.394843108124203) | > loss_gen: 2.596550226211548 (2.4491030640072293) | > loss_kl: 2.6470131874084473 (2.744750738143921) | > loss_feat: 8.313051223754883 (7.31201630168491) | > loss_mel: 19.37781524658203 (18.770397928025986) | > loss_duration: 2.2509522438049316 (2.317816456158956) | > loss_1: 35.18538284301758 (33.594084527757424)  --> STEP: 19 | > loss_disc: 2.533496141433716 (2.402140636193125) | > loss_disc_real_0: 0.1594502329826355 (0.12611561935198934) | > loss_disc_real_1: 0.2516081929206848 (0.18995084103785062) | > loss_disc_real_2: 0.244123175740242 (0.25662858705771596) | > loss_disc_real_3: 0.27833107113838196 (0.29205457474056046) | > loss_disc_real_4: 0.21759267151355743 (0.23096876316948942) | > loss_disc_real_5: 0.2794667184352875 (0.22370460433395287) | > loss_0: 2.533496141433716 (2.402140636193125) | > loss_gen: 2.4109344482421875 (2.4470941894932796) | > loss_kl: 1.799806833267212 (2.6950168484135677) | > loss_feat: 5.421436786651611 (7.212512116683157) | > loss_mel: 18.598438262939453 (18.761347419337223) | > loss_duration: 2.327113628387451 (2.318305781013087) | > loss_1: 30.55773162841797 (33.43427648042377)  --> STEP: 20 | > loss_disc: 2.409510850906372 (2.402509146928787) | > loss_disc_real_0: 0.14997270703315735 (0.12730847373604776) | > loss_disc_real_1: 0.26331260800361633 (0.19361892938613892) | > loss_disc_real_2: 0.22499197721481323 (0.25504675656557085) | > loss_disc_real_3: 0.25370025634765625 (0.2901368588209153) | > loss_disc_real_4: 0.20057635009288788 (0.22944914251565934) | > loss_disc_real_5: 0.16233913600444794 (0.2206363309174776) | > loss_0: 2.409510850906372 (2.402509146928787) | > loss_gen: 2.174104690551758 (2.4334447145462037) | > loss_kl: 2.14853572845459 (2.667692792415619) | > loss_feat: 5.86550760269165 (7.145161890983582) | > loss_mel: 14.619973182678223 (18.554278707504274) | > loss_duration: 2.2992868423461914 (2.3173548340797425) | > loss_1: 27.107410430908203 (33.11793317794799)  --> STEP: 21 | > loss_disc: 2.491218328475952 (2.4067333936691284) | > loss_disc_real_0: 0.17980116605758667 (0.1298081257513591) | > loss_disc_real_1: 0.2750166356563568 (0.19749501063710168) | > loss_disc_real_2: 0.21570760011672974 (0.2531734634013403) | > loss_disc_real_3: 0.31539320945739746 (0.29133954218455727) | > loss_disc_real_4: 0.22487874329090118 (0.2292315044573375) | > loss_disc_real_5: 0.19885236024856567 (0.21959899898086274) | > loss_0: 2.491218328475952 (2.4067333936691284) | > loss_gen: 2.3749279975891113 (2.4306582042149136) | > loss_kl: 1.7972781658172607 (2.626244476863316) | > loss_feat: 5.54714298248291 (7.069065752483549) | > loss_mel: 16.928503036499023 (18.476860818408785) | > loss_duration: 2.1664555072784424 (2.310169151851109) | > loss_1: 28.814308166503906 (32.912998653593505)  --> STEP: 22 | > loss_disc: 2.150599241256714 (2.3950909321958367) | > loss_disc_real_0: 0.09245955944061279 (0.12811046364632517) | > loss_disc_real_1: 0.19483374059200287 (0.1973740438168699) | > loss_disc_real_2: 0.13029742240905762 (0.247588188810782) | > loss_disc_real_3: 0.21590308845043182 (0.2879106124693698) | > loss_disc_real_4: 0.21140410006046295 (0.22842116789384323) | > loss_disc_real_5: 0.1367601454257965 (0.21583359654654155) | > loss_0: 2.150599241256714 (2.3950909321958367) | > loss_gen: 2.383760929107666 (2.428526509891857) | > loss_kl: 2.2352733612060547 (2.608473062515259) | > loss_feat: 7.987715244293213 (7.110822547565807) | > loss_mel: 20.671630859375 (18.576623092998158) | > loss_duration: 2.1413509845733643 (2.30249559879303) | > loss_1: 35.41973114013672 (33.02694103934547)  --> STEP: 23 | > loss_disc: 2.437284469604492 (2.3969254338223003) | > loss_disc_real_0: 0.24030639231204987 (0.13298854750135666) | > loss_disc_real_1: 0.251360148191452 (0.19972126574619956) | > loss_disc_real_2: 0.2855882942676544 (0.2492403673089069) | > loss_disc_real_3: 0.347815603017807 (0.2905151772758236) | > loss_disc_real_4: 0.24666883051395416 (0.2292145445295002) | > loss_disc_real_5: 0.2115589827299118 (0.2156477437719055) | > loss_0: 2.437284469604492 (2.3969254338223003) | > loss_gen: 2.7877659797668457 (2.444145617277726) | > loss_kl: 2.9821908473968506 (2.6247216618579365) | > loss_feat: 6.518594264984131 (7.085073491801387) | > loss_mel: 17.171117782592773 (18.515514166458793) | > loss_duration: 2.310636281967163 (2.3028495415397314) | > loss_1: 31.77030372619629 (32.97230463442594)  --> STEP: 24 | > loss_disc: 2.5126216411590576 (2.4017461091279984) | > loss_disc_real_0: 0.12793326377868652 (0.13277791067957875) | > loss_disc_real_1: 0.19509899616241455 (0.19952867118020853) | > loss_disc_real_2: 0.24343296885490417 (0.24899839237332344) | > loss_disc_real_3: 0.2872662842273712 (0.2903798067321381) | > loss_disc_real_4: 0.25358614325523376 (0.2302300278097391) | > loss_disc_real_5: 0.20487965643405914 (0.21519907346616188) | > loss_0: 2.5126216411590576 (2.4017461091279984) | > loss_gen: 2.2610208988189697 (2.436515420675278) | > loss_kl: 2.6852877140045166 (2.627245247364044) | > loss_feat: 5.626548767089844 (7.024301628271739) | > loss_mel: 19.087928771972656 (18.53936477502187) | > loss_duration: 2.463289737701416 (2.309534549713135) | > loss_1: 32.12407684326172 (32.9369618097941)  --> STEP: 25 | > loss_disc: 2.3701653480529785 (2.4004828786849974) | > loss_disc_real_0: 0.17429015040397644 (0.13443840026855466) | > loss_disc_real_1: 0.15014201402664185 (0.19755320489406586) | > loss_disc_real_2: 0.20047076046466827 (0.24705728709697725) | > loss_disc_real_3: 0.28786036372184753 (0.2902790290117265) | > loss_disc_real_4: 0.2546866834163666 (0.23120829403400422) | > loss_disc_real_5: 0.18201620876789093 (0.21387175887823104) | > loss_0: 2.3701653480529785 (2.4004828786849974) | > loss_gen: 2.2750368118286133 (2.4300562763214115) | > loss_kl: 2.744903326034546 (2.6319515705108643) | > loss_feat: 7.641744136810303 (7.048999328613281) | > loss_mel: 17.880022048950195 (18.512991065979005) | > loss_duration: 2.3494906425476074 (2.3111327934265145) | > loss_1: 32.891197204589844 (32.93513122558593)  --> STEP: 26 | > loss_disc: 2.419398069381714 (2.4012103860194864) | > loss_disc_real_0: 0.15265360474586487 (0.13513898505614352) | > loss_disc_real_1: 0.10660695284605026 (0.19405527212298834) | > loss_disc_real_2: 0.2208266258239746 (0.24604841550955406) | > loss_disc_real_3: 0.2315918356180191 (0.28802182926581466) | > loss_disc_real_4: 0.23443448543548584 (0.2313323783186766) | > loss_disc_real_5: 0.21074531972408295 (0.21375151121845612) | > loss_0: 2.419398069381714 (2.4012103860194864) | > loss_gen: 2.251089096069336 (2.423172923234793) | > loss_kl: 1.8856028318405151 (2.6032458497927737) | > loss_feat: 15.688804626464844 (7.3812995323768025) | > loss_mel: 20.396875381469727 (18.58544815503634) | > loss_duration: 2.2995009422302246 (2.3106854145343494) | > loss_1: 42.521873474121094 (33.30385208129882) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023740346615131083 (-8.945281688983644e-05) | > avg_loss_disc: 2.4012103860194864 (+0.038105950905725994) | > avg_loss_disc_real_0: 0.13513898505614352 (+0.035518925493726344) | > avg_loss_disc_real_1: 0.19405527212298834 (-0.03605669536269626) | > avg_loss_disc_real_2: 0.24604841550955406 (+0.029261916875839233) | > avg_loss_disc_real_3: 0.28802182926581466 (+0.012387147316565983) | > avg_loss_disc_real_4: 0.2313323783186766 (-0.013624034821987152) | > avg_loss_disc_real_5: 0.21375151121845612 (-0.0524979740954363) | > avg_loss_0: 2.4012103860194864 (+0.038105950905725994) | > avg_loss_gen: 2.423172923234793 (-0.0630567165521474) | > avg_loss_kl: 2.6032458497927737 (+0.024244789893810292) | > avg_loss_feat: 7.3812995323768025 (+0.4597424360421982) | > avg_loss_mel: 18.58544815503634 (+0.48978295693030915) | > avg_loss_duration: 2.3106854145343494 (-0.0068211647180400625) | > avg_loss_1: 33.30385208129882 (+0.9038925904494022)  > EPOCH: 335/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:43:35)   --> TIME: 2024-06-11 05:43:44 -- STEP: 24/330 -- GLOBAL_STEP: 198575 | > loss_disc: 2.320871591567993 (2.300812135140101) | > loss_disc_real_0: 0.12555363774299622 (0.10397220899661382) | > loss_disc_real_1: 0.2066010981798172 (0.1986025795340538) | > loss_disc_real_2: 0.20399045944213867 (0.20996939825514951) | > loss_disc_real_3: 0.22219696640968323 (0.2319712589184443) | > loss_disc_real_4: 0.20994940400123596 (0.23175161766509214) | > loss_disc_real_5: 0.21948911249637604 (0.22210482507944107) | > loss_0: 2.320871591567993 (2.300812135140101) | > grad_norm_0: tensor(5.8418, device='cuda:0') (tensor(12.5079, device='cuda:0')) | > loss_gen: 2.4103288650512695 (2.541093657414118) | > loss_kl: 1.7896417379379272 (1.8295042465130489) | > loss_feat: 7.360477924346924 (7.245194435119629) | > loss_mel: 18.183361053466797 (18.554662783940632) | > loss_duration: 1.9864892959594727 (2.1076589822769165) | > loss_1: 31.730297088623047 (32.278114000956215) | > grad_norm_1: tensor(105.8299, device='cuda:0') (tensor(156.2869, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.3518 (0.34937727451324463) | > loader_time: 0.0031 (0.0032413403193155923)  --> TIME: 2024-06-11 05:43:53 -- STEP: 49/330 -- GLOBAL_STEP: 198600 | > loss_disc: 2.2530014514923096 (2.3028389677709473) | > loss_disc_real_0: 0.11302191764116287 (0.1083869747057253) | > loss_disc_real_1: 0.21822692453861237 (0.19820350347733012) | > loss_disc_real_2: 0.19818462431430817 (0.20927951743408124) | > loss_disc_real_3: 0.2420070320367813 (0.22879845633798715) | > loss_disc_real_4: 0.22065772116184235 (0.22707207136008203) | > loss_disc_real_5: 0.20265023410320282 (0.21902425100608747) | > loss_0: 2.2530014514923096 (2.3028389677709473) | > grad_norm_0: tensor(20.4160, device='cuda:0') (tensor(13.0826, device='cuda:0')) | > loss_gen: 2.73105525970459 (2.5414271500645844) | > loss_kl: 1.7964118719100952 (1.8365479172492514) | > loss_feat: 7.983980655670166 (7.270860808236258) | > loss_mel: 18.23592758178711 (18.49956524128816) | > loss_duration: 1.9780817031860352 (2.0605433206168966) | > loss_1: 32.72545623779297 (32.20894424282775) | > grad_norm_1: tensor(183.3961, device='cuda:0') (tensor(153.0604, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.368 (0.35079613997011766) | > loader_time: 0.0033 (0.0033273599585708306)  --> TIME: 2024-06-11 05:44:02 -- STEP: 74/330 -- GLOBAL_STEP: 198625 | > loss_disc: 2.1812515258789062 (2.297435235332799) | > loss_disc_real_0: 0.15521928668022156 (0.10911255198958758) | > loss_disc_real_1: 0.1713915467262268 (0.1989048757665866) | > loss_disc_real_2: 0.1909879893064499 (0.2087231060943088) | > loss_disc_real_3: 0.20900192856788635 (0.2266825576489036) | > loss_disc_real_4: 0.2276119887828827 (0.22562054202363296) | > loss_disc_real_5: 0.19231481850147247 (0.21503599572020607) | > loss_0: 2.1812515258789062 (2.297435235332799) | > grad_norm_0: tensor(15.6627, device='cuda:0') (tensor(11.6391, device='cuda:0')) | > loss_gen: 2.698514223098755 (2.5498088501595153) | > loss_kl: 1.9716496467590332 (1.8326747997387036) | > loss_feat: 7.560480117797852 (7.342909419858778) | > loss_mel: 18.638608932495117 (18.519355387301058) | > loss_duration: 1.9713653326034546 (2.0427059901727205) | > loss_1: 32.84061813354492 (32.28745416692785) | > grad_norm_1: tensor(200.7955, device='cuda:0') (tensor(137.9416, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.3567 (0.3527703575185827) | > loader_time: 0.0036 (0.003430273081805255)  --> TIME: 2024-06-11 05:44:12 -- STEP: 99/330 -- GLOBAL_STEP: 198650 | > loss_disc: 2.3667550086975098 (2.300781526950875) | > loss_disc_real_0: 0.1233336552977562 (0.11046404692560735) | > loss_disc_real_1: 0.1747855395078659 (0.19913119318509342) | > loss_disc_real_2: 0.19426938891410828 (0.2098101508436781) | > loss_disc_real_3: 0.2199283093214035 (0.22650297317239973) | > loss_disc_real_4: 0.2143886536359787 (0.2255193294599803) | > loss_disc_real_5: 0.203639417886734 (0.21466188749881707) | > loss_0: 2.3667550086975098 (2.300781526950875) | > grad_norm_0: tensor(11.6599, device='cuda:0') (tensor(13.5571, device='cuda:0')) | > loss_gen: 2.605172634124756 (2.5496725241343166) | > loss_kl: 1.8300837278366089 (1.8334906847790033) | > loss_feat: 7.060908317565918 (7.329904975313129) | > loss_mel: 19.13587760925293 (18.44446203443739) | > loss_duration: 2.034241199493408 (2.040081670790008) | > loss_1: 32.66628646850586 (32.19761177987763) | > grad_norm_1: tensor(96.3722, device='cuda:0') (tensor(160.9696, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.3525 (0.35481675706728555) | > loader_time: 0.0038 (0.0035272005832556524)  --> TIME: 2024-06-11 05:44:21 -- STEP: 124/330 -- GLOBAL_STEP: 198675 | > loss_disc: 2.267843723297119 (2.309781607120269) | > loss_disc_real_0: 0.08444923907518387 (0.11134727575605916) | > loss_disc_real_1: 0.16983632743358612 (0.1988583540003146) | > loss_disc_real_2: 0.21643781661987305 (0.21179926034904295) | > loss_disc_real_3: 0.2032250463962555 (0.2265506816967841) | > loss_disc_real_4: 0.1831502467393875 (0.2259596583824004) | > loss_disc_real_5: 0.1635311394929886 (0.21591953043976136) | > loss_0: 2.267843723297119 (2.309781607120269) | > grad_norm_0: tensor(12.9271, device='cuda:0') (tensor(14.9008, device='cuda:0')) | > loss_gen: 2.652472734451294 (2.549947804020296) | > loss_kl: 1.9457964897155762 (1.8378508552428214) | > loss_feat: 7.838890075683594 (7.339730889566483) | > loss_mel: 18.5640869140625 (18.433635650142538) | > loss_duration: 2.056859016418457 (2.0410097962425593) | > loss_1: 33.05810546875 (32.202174925035045) | > grad_norm_1: tensor(220.7442, device='cuda:0') (tensor(172.7147, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.3711 (0.356424714288404) | > loader_time: 0.0044 (0.0036224645953024585)  --> TIME: 2024-06-11 05:44:30 -- STEP: 149/330 -- GLOBAL_STEP: 198700 | > loss_disc: 2.417478322982788 (2.316107199496072) | > loss_disc_real_0: 0.10542326420545578 (0.11235188217771133) | > loss_disc_real_1: 0.1878536343574524 (0.19956227426960962) | > loss_disc_real_2: 0.21918512880802155 (0.21261628942201605) | > loss_disc_real_3: 0.27448537945747375 (0.2272584592335976) | > loss_disc_real_4: 0.23515819013118744 (0.22564734918559157) | > loss_disc_real_5: 0.24273785948753357 (0.216502048625242) | > loss_0: 2.417478322982788 (2.316107199496072) | > grad_norm_0: tensor(35.5015, device='cuda:0') (tensor(17.8155, device='cuda:0')) | > loss_gen: 2.3326401710510254 (2.5496244654559446) | > loss_kl: 1.8446680307388306 (1.8461196686597479) | > loss_feat: 6.586823463439941 (7.347438137003239) | > loss_mel: 18.45448112487793 (18.446112690355946) | > loss_duration: 2.061276435852051 (2.042724753386221) | > loss_1: 31.279888153076172 (32.232019744463415) | > grad_norm_1: tensor(376.8161, device='cuda:0') (tensor(201.1136, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.3753 (0.3589801180282696) | > loader_time: 0.0046 (0.0037359519292844224)  --> TIME: 2024-06-11 05:44:40 -- STEP: 174/330 -- GLOBAL_STEP: 198725 | > loss_disc: 2.395695686340332 (2.3161128567553115) | > loss_disc_real_0: 0.09736491739749908 (0.11269784958540709) | > loss_disc_real_1: 0.20413051545619965 (0.19915137902416033) | > loss_disc_real_2: 0.1949920505285263 (0.21247983210045715) | > loss_disc_real_3: 0.2238457053899765 (0.22643163457684135) | > loss_disc_real_4: 0.2230309695005417 (0.22513410551794644) | > loss_disc_real_5: 0.21320706605911255 (0.21563267202555447) | > loss_0: 2.395695686340332 (2.3161128567553115) | > grad_norm_0: tensor(31.1903, device='cuda:0') (tensor(19.3139, device='cuda:0')) | > loss_gen: 2.422168016433716 (2.547902773166524) | > loss_kl: 1.9851549863815308 (1.852859051063143) | > loss_feat: 7.287387847900391 (7.348925267142811) | > loss_mel: 18.728355407714844 (18.42103674219942) | > loss_duration: 2.1364636421203613 (2.046503312286288) | > loss_1: 32.559532165527344 (32.21722711365796) | > grad_norm_1: tensor(249.5569, device='cuda:0') (tensor(216.0889, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.385 (0.3618342849029894) | > loader_time: 0.0046 (0.003848710279355104)  --> TIME: 2024-06-11 05:44:50 -- STEP: 199/330 -- GLOBAL_STEP: 198750 | > loss_disc: 2.312013864517212 (2.3165994061896553) | > loss_disc_real_0: 0.19801752269268036 (0.11495631098297972) | > loss_disc_real_1: 0.22129760682582855 (0.19932848611968246) | > loss_disc_real_2: 0.22154584527015686 (0.21173725745186733) | > loss_disc_real_3: 0.2092462182044983 (0.22635425245342541) | > loss_disc_real_4: 0.21536757051944733 (0.22510691518759607) | > loss_disc_real_5: 0.24161297082901 (0.2157965311452971) | > loss_0: 2.312013864517212 (2.3165994061896553) | > grad_norm_0: tensor(50.8965, device='cuda:0') (tensor(22.3300, device='cuda:0')) | > loss_gen: 2.527899980545044 (2.5507900187717607) | > loss_kl: 1.823004961013794 (1.850193249520345) | > loss_feat: 7.360678195953369 (7.360685214325411) | > loss_mel: 18.534969329833984 (18.38488427358655) | > loss_duration: 2.143845558166504 (2.0537782973380527) | > loss_1: 32.39039993286133 (32.20033105054691) | > grad_norm_1: tensor(356.2975, device='cuda:0') (tensor(235.4204, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.387 (0.36501891289524124) | > loader_time: 0.0051 (0.00398360305096037)  --> TIME: 2024-06-11 05:45:00 -- STEP: 224/330 -- GLOBAL_STEP: 198775 | > loss_disc: 2.182171583175659 (2.3141512221523706) | > loss_disc_real_0: 0.11229237914085388 (0.11544139082876168) | > loss_disc_real_1: 0.1951841562986374 (0.19905922947717564) | > loss_disc_real_2: 0.20983289182186127 (0.21177293546497822) | > loss_disc_real_3: 0.19117559492588043 (0.22631391596847347) | > loss_disc_real_4: 0.23837153613567352 (0.22491351475140878) | > loss_disc_real_5: 0.21075484156608582 (0.21548828263101832) | > loss_0: 2.182171583175659 (2.3141512221523706) | > grad_norm_0: tensor(7.2327, device='cuda:0') (tensor(24.4644, device='cuda:0')) | > loss_gen: 2.905212640762329 (2.559212802776268) | > loss_kl: 1.8952385187149048 (1.8552884911852223) | > loss_feat: 8.403084754943848 (7.391979002526829) | > loss_mel: 18.215717315673828 (18.331791043281548) | > loss_duration: 2.171644687652588 (2.060192753161702) | > loss_1: 33.59090042114258 (32.19846407004763) | > grad_norm_1: tensor(512.3165, device='cuda:0') (tensor(246.9467, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.402 (0.37016736609595186) | > loader_time: 0.0053 (0.004150126661573138)  --> TIME: 2024-06-11 05:45:11 -- STEP: 249/330 -- GLOBAL_STEP: 198800 | > loss_disc: 2.2739357948303223 (2.3161324966384713) | > loss_disc_real_0: 0.06289443373680115 (0.11668392664277889) | > loss_disc_real_1: 0.17941471934318542 (0.19881564390707207) | > loss_disc_real_2: 0.21618202328681946 (0.2121438311644826) | > loss_disc_real_3: 0.22074444591999054 (0.22647950142981058) | > loss_disc_real_4: 0.2129826545715332 (0.22453569719590336) | > loss_disc_real_5: 0.2231445610523224 (0.2156076635342525) | > loss_0: 2.2739357948303223 (2.3161324966384713) | > grad_norm_0: tensor(6.8931, device='cuda:0') (tensor(27.0036, device='cuda:0')) | > loss_gen: 2.6865267753601074 (2.559859337098148) | > loss_kl: 1.968064308166504 (1.8609988622397304) | > loss_feat: 7.508354663848877 (7.3877639157705035) | > loss_mel: 17.303342819213867 (18.295693876274132) | > loss_duration: 2.1264593601226807 (2.0675685731282667) | > loss_1: 31.592748641967773 (32.171884605683445) | > grad_norm_1: tensor(165.6999, device='cuda:0') (tensor(259.5107, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.4185 (0.3745898204634948) | > loader_time: 0.0056 (0.004329041783589438)  --> TIME: 2024-06-11 05:45:22 -- STEP: 274/330 -- GLOBAL_STEP: 198825 | > loss_disc: 2.5207362174987793 (2.3168751471234073) | > loss_disc_real_0: 0.16238749027252197 (0.1170262926169773) | > loss_disc_real_1: 0.21727725863456726 (0.19920389947012396) | > loss_disc_real_2: 0.2265387922525406 (0.21242085599551236) | > loss_disc_real_3: 0.26376762986183167 (0.22676641945421264) | > loss_disc_real_4: 0.25605520606040955 (0.2248560910242317) | > loss_disc_real_5: 0.22031845152378082 (0.21561368821311172) | > loss_0: 2.5207362174987793 (2.3168751471234073) | > grad_norm_0: tensor(20.2116, device='cuda:0') (tensor(26.5373, device='cuda:0')) | > loss_gen: 2.1868796348571777 (2.556295114712123) | > loss_kl: 1.887881875038147 (1.8663637163865305) | > loss_feat: 6.271963596343994 (7.38737614311441) | > loss_mel: 16.460832595825195 (18.26244146110367) | > loss_duration: 2.143070697784424 (2.0750841076356643) | > loss_1: 28.95062828063965 (32.14756055817984) | > grad_norm_1: tensor(226.5279, device='cuda:0') (tensor(260.7484, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.4558 (0.38086816429221737) | > loader_time: 0.0069 (0.004526699546479832)  --> TIME: 2024-06-11 05:45:34 -- STEP: 299/330 -- GLOBAL_STEP: 198850 | > loss_disc: 2.4348316192626953 (2.317278861202126) | > loss_disc_real_0: 0.11448714137077332 (0.11700151749827391) | > loss_disc_real_1: 0.18776091933250427 (0.19952587175329395) | > loss_disc_real_2: 0.22319461405277252 (0.21236941208408833) | > loss_disc_real_3: 0.21315297484397888 (0.22652345845930552) | > loss_disc_real_4: 0.23030875623226166 (0.2246999009496791) | > loss_disc_real_5: 0.1979932188987732 (0.2154913693168091) | > loss_0: 2.4348316192626953 (2.317278861202126) | > grad_norm_0: tensor(42.4251, device='cuda:0') (tensor(26.5152, device='cuda:0')) | > loss_gen: 2.4398715496063232 (2.554880715532845) | > loss_kl: 1.885609745979309 (1.869722322078054) | > loss_feat: 7.450131416320801 (7.397374449765004) | > loss_mel: 17.849506378173828 (18.226979807467753) | > loss_duration: 2.236053466796875 (2.084705472391185) | > loss_1: 31.86117172241211 (32.13366278198647) | > grad_norm_1: tensor(403.4131, device='cuda:0') (tensor(264.4023, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.4803 (0.3879656249464159) | > loader_time: 0.0074 (0.00472922947095788)  --> TIME: 2024-06-11 05:45:48 -- STEP: 324/330 -- GLOBAL_STEP: 198875 | > loss_disc: 2.5769824981689453 (2.3227930164631516) | > loss_disc_real_0: 0.0947275459766388 (0.11849127878883371) | > loss_disc_real_1: 0.4107779860496521 (0.2007502140362322) | > loss_disc_real_2: 0.24486030638217926 (0.21243918429554254) | > loss_disc_real_3: 0.24643868207931519 (0.2266094465682536) | > loss_disc_real_4: 0.16212743520736694 (0.2243692592982157) | > loss_disc_real_5: 0.19035355746746063 (0.21590972894135813) | > loss_0: 2.5769824981689453 (2.3227930164631516) | > grad_norm_0: tensor(40.5552, device='cuda:0') (tensor(27.6017, device='cuda:0')) | > loss_gen: 2.5626745223999023 (2.55164161214122) | > loss_kl: 2.0770058631896973 (1.8741366745513162) | > loss_feat: 9.172231674194336 (7.4362068647219814) | > loss_mel: 18.349889755249023 (18.19499031702677) | > loss_duration: 2.2872154712677 (2.0985544978836423) | > loss_1: 34.44901657104492 (32.155529981777946) | > grad_norm_1: tensor(351.0899, device='cuda:0') (tensor(275.8279, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.5793 (0.3995234819106117) | > loader_time: 0.0119 (0.005034536491205663)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3205361366271973 (2.3205361366271973) | > loss_disc_real_0: 0.06832746416330338 (0.06832746416330338) | > loss_disc_real_1: 0.155136838555336 (0.155136838555336) | > loss_disc_real_2: 0.2009880095720291 (0.2009880095720291) | > loss_disc_real_3: 0.2199493795633316 (0.2199493795633316) | > loss_disc_real_4: 0.23430867493152618 (0.23430867493152618) | > loss_disc_real_5: 0.19773580133914948 (0.19773580133914948) | > loss_0: 2.3205361366271973 (2.3205361366271973) | > loss_gen: 2.119899272918701 (2.119899272918701) | > loss_kl: 2.365485906600952 (2.365485906600952) | > loss_feat: 5.6327409744262695 (5.6327409744262695) | > loss_mel: 14.324947357177734 (14.324947357177734) | > loss_duration: 2.7536191940307617 (2.7536191940307617) | > loss_1: 27.196693420410156 (27.196693420410156)  --> STEP: 1 | > loss_disc: 2.1270084381103516 (2.1270084381103516) | > loss_disc_real_0: 0.08782114088535309 (0.08782114088535309) | > loss_disc_real_1: 0.15304504334926605 (0.15304504334926605) | > loss_disc_real_2: 0.18418417870998383 (0.18418417870998383) | > loss_disc_real_3: 0.23807944357395172 (0.23807944357395172) | > loss_disc_real_4: 0.24547505378723145 (0.24547505378723145) | > loss_disc_real_5: 0.20676764845848083 (0.20676764845848083) | > loss_0: 2.1270084381103516 (2.1270084381103516) | > loss_gen: 2.58024525642395 (2.58024525642395) | > loss_kl: 2.6721746921539307 (2.6721746921539307) | > loss_feat: 8.175130844116211 (8.175130844116211) | > loss_mel: 18.6500301361084 (18.6500301361084) | > loss_duration: 2.4650049209594727 (2.4650049209594727) | > loss_1: 34.54258346557617 (34.54258346557617)  --> STEP: 2 | > loss_disc: 2.424874782562256 (2.2759416103363037) | > loss_disc_real_0: 0.07791750133037567 (0.08286932110786438) | > loss_disc_real_1: 0.15107539296150208 (0.15206021815538406) | > loss_disc_real_2: 0.24265997111797333 (0.21342207491397858) | > loss_disc_real_3: 0.28698328137397766 (0.2625313624739647) | > loss_disc_real_4: 0.32517513632774353 (0.2853250950574875) | > loss_disc_real_5: 0.24258914589881897 (0.2246783971786499) | > loss_0: 2.424874782562256 (2.2759416103363037) | > loss_gen: 2.4014978408813477 (2.490871548652649) | > loss_kl: 2.2397449016571045 (2.4559597969055176) | > loss_feat: 5.684821605682373 (6.929976224899292) | > loss_mel: 18.741710662841797 (18.695870399475098) | > loss_duration: 2.430196523666382 (2.4476007223129272) | > loss_1: 31.49797248840332 (33.020277976989746)  --> STEP: 3 | > loss_disc: 2.253127098083496 (2.268336772918701) | > loss_disc_real_0: 0.187019482254982 (0.11758604149023692) | > loss_disc_real_1: 0.2411472499370575 (0.18175589541594186) | > loss_disc_real_2: 0.13447588682174683 (0.18710667888323465) | > loss_disc_real_3: 0.2053687423467636 (0.24347715576489767) | > loss_disc_real_4: 0.1858404278755188 (0.2521635393301646) | > loss_disc_real_5: 0.11584925651550293 (0.18840201695760092) | > loss_0: 2.253127098083496 (2.268336772918701) | > loss_gen: 2.2586829662323 (2.4134753545125327) | > loss_kl: 2.6628780364990234 (2.524932543436686) | > loss_feat: 6.805576801300049 (6.888509750366211) | > loss_mel: 17.354400634765625 (18.248713811238606) | > loss_duration: 2.2833523750305176 (2.3928512732187905) | > loss_1: 31.36488914489746 (32.46848169962565)  --> STEP: 4 | > loss_disc: 2.4654760360717773 (2.31762158870697) | > loss_disc_real_0: 0.1029745489358902 (0.11393316835165024) | > loss_disc_real_1: 0.1824190318584442 (0.18192167952656746) | > loss_disc_real_2: 0.2425847053527832 (0.2009761855006218) | > loss_disc_real_3: 0.30868658423423767 (0.25977951288223267) | > loss_disc_real_4: 0.337468683719635 (0.2734898254275322) | > loss_disc_real_5: 0.22865985333919525 (0.1984664760529995) | > loss_0: 2.4654760360717773 (2.31762158870697) | > loss_gen: 2.415276050567627 (2.413925528526306) | > loss_kl: 3.0234603881835938 (2.649564504623413) | > loss_feat: 7.0040435791015625 (6.917393207550049) | > loss_mel: 18.077526092529297 (18.20591688156128) | > loss_duration: 2.2845752239227295 (2.3657822608947754) | > loss_1: 32.80488204956055 (32.552581787109375)  --> STEP: 5 | > loss_disc: 1.973036527633667 (2.2487045764923095) | > loss_disc_real_0: 0.1416243314743042 (0.11947140097618103) | > loss_disc_real_1: 0.19874081015586853 (0.18528550565242768) | > loss_disc_real_2: 0.20233090221881866 (0.20124712884426116) | > loss_disc_real_3: 0.16359750926494598 (0.24054311215877533) | > loss_disc_real_4: 0.18031227588653564 (0.2548543155193329) | > loss_disc_real_5: 0.19022223353385925 (0.19681762754917145) | > loss_0: 1.973036527633667 (2.2487045764923095) | > loss_gen: 2.884366035461426 (2.50801362991333) | > loss_kl: 2.2523860931396484 (2.57012882232666) | > loss_feat: 7.365905284881592 (7.007095623016357) | > loss_mel: 19.45087242126465 (18.454907989501955) | > loss_duration: 2.318964719772339 (2.356418752670288) | > loss_1: 34.27249526977539 (32.89656448364258)  --> STEP: 6 | > loss_disc: 2.105882167816162 (2.2249008417129517) | > loss_disc_real_0: 0.06665084511041641 (0.11066797499855359) | > loss_disc_real_1: 0.16727234423160553 (0.18228331208229065) | > loss_disc_real_2: 0.17994411289691925 (0.19769662618637085) | > loss_disc_real_3: 0.25236842036247253 (0.24251399685939154) | > loss_disc_real_4: 0.23534420132637024 (0.2516026298205058) | > loss_disc_real_5: 0.20383302867412567 (0.19798686106999716) | > loss_0: 2.105882167816162 (2.2249008417129517) | > loss_gen: 2.4678306579589844 (2.501316467920939) | > loss_kl: 2.943077325820923 (2.6322869062423706) | > loss_feat: 7.628077030181885 (7.110592524210612) | > loss_mel: 19.67384910583496 (18.65806484222412) | > loss_duration: 2.1265408992767334 (2.318105777104696) | > loss_1: 34.83937454223633 (33.22036616007487)  --> STEP: 7 | > loss_disc: 2.326939344406128 (2.2394777706691196) | > loss_disc_real_0: 0.07050762325525284 (0.10493078189236778) | > loss_disc_real_1: 0.20344562828540802 (0.18530650011130742) | > loss_disc_real_2: 0.18911753594875336 (0.19647104186671122) | > loss_disc_real_3: 0.2933584451675415 (0.24977748947484152) | > loss_disc_real_4: 0.21368518471717834 (0.24618585194860185) | > loss_disc_real_5: 0.1753242164850235 (0.19474934041500092) | > loss_0: 2.326939344406128 (2.2394777706691196) | > loss_gen: 2.3672146797180176 (2.482159069606236) | > loss_kl: 3.7010178565979004 (2.7849627562931607) | > loss_feat: 6.910796165466309 (7.08205018724714) | > loss_mel: 19.214174270629883 (18.73750904628209) | > loss_duration: 2.5055196285247803 (2.344879184450422) | > loss_1: 34.69872283935547 (33.43155997140067)  --> STEP: 8 | > loss_disc: 2.603172540664673 (2.284939616918564) | > loss_disc_real_0: 0.13289058208465576 (0.10842575691640377) | > loss_disc_real_1: 0.2006239891052246 (0.18722118623554707) | > loss_disc_real_2: 0.2579887807369232 (0.2041607592254877) | > loss_disc_real_3: 0.29473909735679626 (0.25539769046008587) | > loss_disc_real_4: 0.31058549880981445 (0.25423580780625343) | > loss_disc_real_5: 0.2327723354101181 (0.19950221478939056) | > loss_0: 2.603172540664673 (2.284939616918564) | > loss_gen: 2.2081146240234375 (2.4479035139083862) | > loss_kl: 3.1017138957977295 (2.8245566487312317) | > loss_feat: 5.300472259521484 (6.859352946281433) | > loss_mel: 12.553718566894531 (17.964535236358643) | > loss_duration: 2.238330841064453 (2.331560641527176) | > loss_1: 25.40235137939453 (32.4279088973999)  --> STEP: 9 | > loss_disc: 2.4553093910217285 (2.3038695918189154) | > loss_disc_real_0: 0.13056740164756775 (0.11088593966431087) | > loss_disc_real_1: 0.17232409119606018 (0.18556595345338187) | > loss_disc_real_2: 0.29872721433639526 (0.21466814312669966) | > loss_disc_real_3: 0.3374503254890442 (0.2645146499077479) | > loss_disc_real_4: 0.3132343590259552 (0.2607912023862203) | > loss_disc_real_5: 0.23901301622390747 (0.2038923038376702) | > loss_0: 2.4553093910217285 (2.3038695918189154) | > loss_gen: 2.845069169998169 (2.4920330312516956) | > loss_kl: 2.0182125568389893 (2.7349628607432046) | > loss_feat: 8.319388389587402 (7.021579106648763) | > loss_mel: 18.371063232421875 (18.009705013699) | > loss_duration: 2.091883420944214 (2.30492983924018) | > loss_1: 33.6456184387207 (32.56320995754666)  --> STEP: 10 | > loss_disc: 2.416314125061035 (2.3151140451431274) | > loss_disc_real_0: 0.11074484884738922 (0.11087183058261871) | > loss_disc_real_1: 0.18547891080379486 (0.18555724918842315) | > loss_disc_real_2: 0.18815000355243683 (0.21201632916927338) | > loss_disc_real_3: 0.2981588542461395 (0.2678790703415871) | > loss_disc_real_4: 0.2870832085609436 (0.2634204030036926) | > loss_disc_real_5: 0.24274896085262299 (0.2077779695391655) | > loss_0: 2.416314125061035 (2.3151140451431274) | > loss_gen: 2.297898530960083 (2.472619581222534) | > loss_kl: 2.0686373710632324 (2.6683303117752075) | > loss_feat: 4.78281831741333 (6.79770302772522) | > loss_mel: 15.864208221435547 (17.795155334472657) | > loss_duration: 2.28609037399292 (2.303045892715454) | > loss_1: 27.299654006958008 (32.036854362487794)  --> STEP: 11 | > loss_disc: 2.5207252502441406 (2.333805972879583) | > loss_disc_real_0: 0.1427040696144104 (0.11376567049459978) | > loss_disc_real_1: 0.15861104428768158 (0.18310759419744665) | > loss_disc_real_2: 0.19580841064453125 (0.21054288203066046) | > loss_disc_real_3: 0.28447484970092773 (0.26938777755607257) | > loss_disc_real_4: 0.23548203706741333 (0.26088055155493994) | > loss_disc_real_5: 0.2338506579399109 (0.21014821393923325) | > loss_0: 2.5207252502441406 (2.333805972879583) | > loss_gen: 2.0616402626037598 (2.435257824984464) | > loss_kl: 2.713460922241211 (2.6724330945448442) | > loss_feat: 5.327115535736084 (6.664013255726207) | > loss_mel: 17.303382873535156 (17.750448747114703) | > loss_duration: 2.4165101051330566 (2.313360821117054) | > loss_1: 29.82210922241211 (31.835513895208184)  --> STEP: 12 | > loss_disc: 2.436932325363159 (2.342399835586548) | > loss_disc_real_0: 0.11555378139019012 (0.11391467973589897) | > loss_disc_real_1: 0.19921176135540009 (0.1844496081272761) | > loss_disc_real_2: 0.21729104220867157 (0.2111052287121614) | > loss_disc_real_3: 0.31671231985092163 (0.27333148941397667) | > loss_disc_real_4: 0.26244381070137024 (0.2610108231504758) | > loss_disc_real_5: 0.1784779280424118 (0.20750902344783148) | > loss_0: 2.436932325363159 (2.342399835586548) | > loss_gen: 2.369002103805542 (2.4297365148862204) | > loss_kl: 2.647124767303467 (2.6703240672747293) | > loss_feat: 6.573027610778809 (6.656431118647258) | > loss_mel: 17.512088775634766 (17.73058541615804) | > loss_duration: 2.257535934448242 (2.308708747227987) | > loss_1: 31.35877799987793 (31.795785903930664)  --> STEP: 13 | > loss_disc: 2.3327016830444336 (2.341653823852539) | > loss_disc_real_0: 0.14545835554599762 (0.11634111633667579) | > loss_disc_real_1: 0.2607485055923462 (0.19031875408612764) | > loss_disc_real_2: 0.275365948677063 (0.2160483610171538) | > loss_disc_real_3: 0.23399175703525543 (0.270305356154075) | > loss_disc_real_4: 0.17851436138153076 (0.2546649414759416) | > loss_disc_real_5: 0.1715153157711029 (0.20474027670346773) | > loss_0: 2.3327016830444336 (2.341653823852539) | > loss_gen: 2.690114974975586 (2.449765627200787) | > loss_kl: 2.843376636505127 (2.6836358033693752) | > loss_feat: 7.723367691040039 (6.738503162677471) | > loss_mel: 16.35597038269043 (17.624845798198994) | > loss_duration: 2.2267117500305176 (2.3024012859051046) | > loss_1: 31.839540481567383 (31.79915164067195)  --> STEP: 14 | > loss_disc: 2.3697521686553955 (2.3436608484813144) | > loss_disc_real_0: 0.06685897707939148 (0.11280667781829834) | > loss_disc_real_1: 0.18078090250492096 (0.1896374789731843) | > loss_disc_real_2: 0.2002989500761032 (0.21492340309279306) | > loss_disc_real_3: 0.27622610330581665 (0.27072826666491373) | > loss_disc_real_4: 0.32934942841529846 (0.25999954768589567) | > loss_disc_real_5: 0.19589722156524658 (0.2041086299078805) | > loss_0: 2.3697521686553955 (2.3436608484813144) | > loss_gen: 2.481984853744507 (2.4520670005253384) | > loss_kl: 2.88893461227417 (2.698300004005432) | > loss_feat: 7.900465488433838 (6.821500471660069) | > loss_mel: 19.65512466430664 (17.76986571720668) | > loss_duration: 2.3044559955596924 (2.302548050880432) | > loss_1: 35.23096466064453 (32.04428114209856)  --> STEP: 15 | > loss_disc: 2.413975954055786 (2.348348522186279) | > loss_disc_real_0: 0.17553144693374634 (0.11698832909266153) | > loss_disc_real_1: 0.22918656468391418 (0.19227408468723298) | > loss_disc_real_2: 0.22634291648864746 (0.21568470398585002) | > loss_disc_real_3: 0.29013049602508545 (0.27202174862225853) | > loss_disc_real_4: 0.2988421320915222 (0.26258905331293747) | > loss_disc_real_5: 0.2584838271141052 (0.20773364305496217) | > loss_0: 2.413975954055786 (2.348348522186279) | > loss_gen: 2.714672088623047 (2.4695740063985188) | > loss_kl: 2.573124408721924 (2.689954964319865) | > loss_feat: 8.475639343261719 (6.931776396433512) | > loss_mel: 18.18747329711914 (17.79770622253418) | > loss_duration: 2.3671212196350098 (2.306852928797404) | > loss_1: 34.318031311035156 (32.19586448669433)  --> STEP: 16 | > loss_disc: 2.295443058013916 (2.3450419306755066) | > loss_disc_real_0: 0.10887651890516281 (0.11648134095594287) | > loss_disc_real_1: 0.15841422975063324 (0.1901578437536955) | > loss_disc_real_2: 0.31118515133857727 (0.22165348194539547) | > loss_disc_real_3: 0.22854894399642944 (0.2693046983331442) | > loss_disc_real_4: 0.30488699674606323 (0.26523267477750784) | > loss_disc_real_5: 0.22018681466579437 (0.20851196628063917) | > loss_0: 2.295443058013916 (2.3450419306755066) | > loss_gen: 2.6947007179260254 (2.483644425868988) | > loss_kl: 2.5597951412200928 (2.681819975376129) | > loss_feat: 10.020441055297852 (7.124817937612534) | > loss_mel: 18.85824203491211 (17.8639897108078) | > loss_duration: 2.3297743797302246 (2.3082855194807053) | > loss_1: 36.46295166015625 (32.462557435035706)  --> STEP: 17 | > loss_disc: 2.3522891998291016 (2.345468240625718) | > loss_disc_real_0: 0.08751380443572998 (0.11477736821945976) | > loss_disc_real_1: 0.19345207512378693 (0.19035162206958323) | > loss_disc_real_2: 0.2355414777994156 (0.22247042287798488) | > loss_disc_real_3: 0.2785838544368744 (0.2698505310451283) | > loss_disc_real_4: 0.2991916239261627 (0.2672302600215464) | > loss_disc_real_5: 0.2692134380340576 (0.2120826410896638) | > loss_0: 2.3522891998291016 (2.345468240625718) | > loss_gen: 2.4934561252593994 (2.4842215846566593) | > loss_kl: 2.0226874351501465 (2.643047473009895) | > loss_feat: 7.084137916564941 (7.122424995197969) | > loss_mel: 18.018346786499023 (17.873069538789636) | > loss_duration: 2.393170118331909 (2.313278731177835) | > loss_1: 32.01179885864258 (32.43604222465964)  --> STEP: 18 | > loss_disc: 2.456615686416626 (2.351643098725213) | > loss_disc_real_0: 0.07505428045988083 (0.11257053001059426) | > loss_disc_real_1: 0.19249173998832703 (0.19047051750951344) | > loss_disc_real_2: 0.17139169573783875 (0.21963271581464344) | > loss_disc_real_3: 0.23109841346740723 (0.26769763562414384) | > loss_disc_real_4: 0.2880905866622925 (0.2683891670571434) | > loss_disc_real_5: 0.24022118747234344 (0.21364589366647932) | > loss_0: 2.456615686416626 (2.351643098725213) | > loss_gen: 2.1929306983947754 (2.4680387576421103) | > loss_kl: 2.5481534004211426 (2.6377755800882974) | > loss_feat: 9.03838062286377 (7.228866974512736) | > loss_mel: 18.80794906616211 (17.92500729031033) | > loss_duration: 2.2711846828460693 (2.3109401729371815) | > loss_1: 34.85859680175781 (32.570628590053985)  --> STEP: 19 | > loss_disc: 2.5558853149414062 (2.362392689052381) | > loss_disc_real_0: 0.2836129069328308 (0.1215727603749225) | > loss_disc_real_1: 0.21226412057876587 (0.1916175492500004) | > loss_disc_real_2: 0.27320635318756104 (0.22245238093953384) | > loss_disc_real_3: 0.30618059635162354 (0.2697230546098006) | > loss_disc_real_4: 0.3308580219745636 (0.2716770015264813) | > loss_disc_real_5: 0.23716917634010315 (0.21488396117561742) | > loss_0: 2.5558853149414062 (2.362392689052381) | > loss_gen: 2.7427308559417725 (2.482496236499987) | > loss_kl: 1.838051676750183 (2.59568484833366) | > loss_feat: 6.271279335021973 (7.178467625065854) | > loss_mel: 17.475522994995117 (17.901350222135846) | > loss_duration: 2.3078999519348145 (2.3107801613054777) | > loss_1: 30.63548469543457 (32.468778911389805)  --> STEP: 20 | > loss_disc: 2.4238057136535645 (2.36546334028244) | > loss_disc_real_0: 0.13885831832885742 (0.12243703827261924) | > loss_disc_real_1: 0.2124733328819275 (0.19266033843159674) | > loss_disc_real_2: 0.21183444559574127 (0.2219214841723442) | > loss_disc_real_3: 0.2439999282360077 (0.268436898291111) | > loss_disc_real_4: 0.2428942620754242 (0.2702378645539284) | > loss_disc_real_5: 0.22630423307418823 (0.21545497477054595) | > loss_0: 2.4238057136535645 (2.36546334028244) | > loss_gen: 2.299686908721924 (2.473355770111084) | > loss_kl: 1.9997023344039917 (2.5658857226371765) | > loss_feat: 6.823637962341309 (7.160726141929627) | > loss_mel: 19.48817253112793 (17.980691337585448) | > loss_duration: 2.267335891723633 (2.3086079478263857) | > loss_1: 32.87853240966797 (32.489266586303714)  --> STEP: 21 | > loss_disc: 2.3749144077301025 (2.3659133911132812) | > loss_disc_real_0: 0.13970139622688293 (0.12325915055615562) | > loss_disc_real_1: 0.2592853009700775 (0.19583295569533393) | > loss_disc_real_2: 0.2566162645816803 (0.2235736165727888) | > loss_disc_real_3: 0.28609371185302734 (0.26927769893691655) | > loss_disc_real_4: 0.21278229355812073 (0.26750188498269944) | > loss_disc_real_5: 0.18804261088371277 (0.2141496241092682) | > loss_0: 2.3749144077301025 (2.3659133911132812) | > loss_gen: 2.544212818145752 (2.476729915255592) | > loss_kl: 1.987167477607727 (2.5383277109691074) | > loss_feat: 5.865047454833984 (7.099027156829834) | > loss_mel: 15.54960823059082 (17.86492547534761) | > loss_duration: 2.166644811630249 (2.3018477984837125) | > loss_1: 28.112680435180664 (32.280857721964516)  --> STEP: 22 | > loss_disc: 2.3330225944519043 (2.3644183549014004) | > loss_disc_real_0: 0.1446799784898758 (0.1242328245531429) | > loss_disc_real_1: 0.16930928826332092 (0.19462733444842426) | > loss_disc_real_2: 0.12150704860687256 (0.2189342271197926) | > loss_disc_real_3: 0.2703089118003845 (0.26932457224889234) | > loss_disc_real_4: 0.2724895477294922 (0.2677285969257355) | > loss_disc_real_5: 0.22378501296043396 (0.21458759632977573) | > loss_0: 2.3330225944519043 (2.3644183549014004) | > loss_gen: 2.4561574459075928 (2.475794803012501) | > loss_kl: 2.0689992904663086 (2.516994600946253) | > loss_feat: 7.894626617431641 (7.135190768675371) | > loss_mel: 20.988754272460938 (18.00691769339822) | > loss_duration: 2.1417949199676514 (2.2945726676420732) | > loss_1: 35.55033493041992 (32.429470322348855)  --> STEP: 23 | > loss_disc: 2.258587121963501 (2.3598169969475786) | > loss_disc_real_0: 0.08725427836179733 (0.1226250616752583) | > loss_disc_real_1: 0.19365738332271576 (0.19458516266034998) | > loss_disc_real_2: 0.19300022721290588 (0.21780666190644968) | > loss_disc_real_3: 0.31672635674476624 (0.27138551940088684) | > loss_disc_real_4: 0.28626927733421326 (0.2685347134652345) | > loss_disc_real_5: 0.17308689653873444 (0.21278321807799133) | > loss_0: 2.258587121963501 (2.3598169969475786) | > loss_gen: 2.563232898712158 (2.479596459347269) | > loss_kl: 2.0855941772460938 (2.4982380607853765) | > loss_feat: 7.121695041656494 (7.13460399793542) | > loss_mel: 17.642351150512695 (17.991066974142324) | > loss_duration: 2.257385730743408 (2.292955844298653) | > loss_1: 31.670257568359375 (32.3964610721754)  --> STEP: 24 | > loss_disc: 2.416355609893799 (2.3621727724870047) | > loss_disc_real_0: 0.12399899214506149 (0.12268230877816677) | > loss_disc_real_1: 0.25174352526664734 (0.19696676110227904) | > loss_disc_real_2: 0.22108295559883118 (0.21794317414363226) | > loss_disc_real_3: 0.27522850036621094 (0.27154564360777533) | > loss_disc_real_4: 0.2600417137145996 (0.26818083847562474) | > loss_disc_real_5: 0.23514536023139954 (0.21371497400105) | > loss_0: 2.416355609893799 (2.3621727724870047) | > loss_gen: 2.432752847671509 (2.4776446421941123) | > loss_kl: 2.2807724475860596 (2.4891769935687384) | > loss_feat: 5.072132110595703 (7.048667669296265) | > loss_mel: 18.71708106994629 (18.021317561467487) | > loss_duration: 2.3796138763427734 (2.296566595633825) | > loss_1: 30.88235092163086 (32.333373149236046)  --> STEP: 25 | > loss_disc: 2.5225794315338135 (2.368589038848877) | > loss_disc_real_0: 0.12958726286888123 (0.12295850694179535) | > loss_disc_real_1: 0.1690567433834076 (0.19585036039352416) | > loss_disc_real_2: 0.20937687158584595 (0.2176005220413208) | > loss_disc_real_3: 0.30068644881248474 (0.2727112758159637) | > loss_disc_real_4: 0.3226706385612488 (0.2703604304790497) | > loss_disc_real_5: 0.2655971050262451 (0.2157902592420578) | > loss_0: 2.5225794315338135 (2.368589038848877) | > loss_gen: 2.29965877532959 (2.470525207519531) | > loss_kl: 2.4533894062042236 (2.4877454900741576) | > loss_feat: 5.8636884689331055 (7.001268501281738) | > loss_mel: 18.652677536010742 (18.046571960449217) | > loss_duration: 2.3749284744262695 (2.2997010707855225) | > loss_1: 31.64434051513672 (32.30581184387207)  --> STEP: 26 | > loss_disc: 2.7209715843200684 (2.382142213674692) | > loss_disc_real_0: 0.12003221362829208 (0.1228459571989683) | > loss_disc_real_1: 0.18988454341888428 (0.19562090589449957) | > loss_disc_real_2: 0.3803759217262268 (0.2238611143368941) | > loss_disc_real_3: 0.3059631884098053 (0.2739901955311115) | > loss_disc_real_4: 0.3883086144924164 (0.2748968990949484) | > loss_disc_real_5: 0.3015919625759125 (0.21909032475489837) | > loss_0: 2.7209715843200684 (2.382142213674692) | > loss_gen: 2.4418070316314697 (2.4694206622930674) | > loss_kl: 2.508753776550293 (2.4885535010924706) | > loss_feat: 10.291855812072754 (7.127829551696777) | > loss_mel: 18.92120361328125 (18.080211639404293) | > loss_duration: 2.310281276702881 (2.300108001782344) | > loss_1: 36.473899841308594 (32.46612292069655) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024291552030123197 (+5.512054149921144e-05) | > avg_loss_disc: 2.382142213674692 (-0.0190681723447943) | > avg_loss_disc_real_0: 0.1228459571989683 (-0.012293027857175218) | > avg_loss_disc_real_1: 0.19562090589449957 (+0.0015656337715112267) | > avg_loss_disc_real_2: 0.2238611143368941 (-0.022187301172659962) | > avg_loss_disc_real_3: 0.2739901955311115 (-0.014031633734703175) | > avg_loss_disc_real_4: 0.2748968990949484 (+0.04356452077627182) | > avg_loss_disc_real_5: 0.21909032475489837 (+0.0053388135364422495) | > avg_loss_0: 2.382142213674692 (-0.0190681723447943) | > avg_loss_gen: 2.4694206622930674 (+0.046247739058274284) | > avg_loss_kl: 2.4885535010924706 (-0.11469234870030309) | > avg_loss_feat: 7.127829551696777 (-0.25346998068002513) | > avg_loss_mel: 18.080211639404293 (-0.5052365156320455) | > avg_loss_duration: 2.300108001782344 (-0.010577412752005522) | > avg_loss_1: 32.46612292069655 (-0.8377291606022723)  > EPOCH: 336/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:46:10)   --> TIME: 2024-06-11 05:46:18 -- STEP: 19/330 -- GLOBAL_STEP: 198900 | > loss_disc: 2.3474996089935303 (2.312257214596397) | > loss_disc_real_0: 0.08389468491077423 (0.10147956523456071) | > loss_disc_real_1: 0.16469357907772064 (0.19870530382583015) | > loss_disc_real_2: 0.17950288951396942 (0.21113433728092595) | > loss_disc_real_3: 0.2096075713634491 (0.22691887381829715) | > loss_disc_real_4: 0.22187936305999756 (0.229731653866015) | > loss_disc_real_5: 0.2290051430463791 (0.22031593636462563) | > loss_0: 2.3474996089935303 (2.312257214596397) | > grad_norm_0: tensor(8.8717, device='cuda:0') (tensor(11.3335, device='cuda:0')) | > loss_gen: 2.3595242500305176 (2.520828698810778) | > loss_kl: 1.7993489503860474 (1.7554352220736051) | > loss_feat: 6.556044578552246 (7.0650584572239925) | > loss_mel: 17.492551803588867 (18.41511425219084) | > loss_duration: 2.0483593940734863 (2.13191368705348) | > loss_1: 30.255828857421875 (31.888350637335527) | > grad_norm_1: tensor(169.9598, device='cuda:0') (tensor(110.6843, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3562 (0.3551895492955258) | > loader_time: 0.0032 (0.00341847068385074)  --> TIME: 2024-06-11 05:46:27 -- STEP: 44/330 -- GLOBAL_STEP: 198925 | > loss_disc: 2.2718660831451416 (2.319264953786677) | > loss_disc_real_0: 0.08468984067440033 (0.10476150753145869) | > loss_disc_real_1: 0.20243869721889496 (0.19981849803165955) | > loss_disc_real_2: 0.20576977729797363 (0.21561987935142082) | > loss_disc_real_3: 0.23065665364265442 (0.22576713799075646) | > loss_disc_real_4: 0.22797325253486633 (0.22686941583048215) | > loss_disc_real_5: 0.24043969810009003 (0.21816386384042827) | > loss_0: 2.2718660831451416 (2.319264953786677) | > grad_norm_0: tensor(8.6665, device='cuda:0') (tensor(12.9561, device='cuda:0')) | > loss_gen: 2.601370334625244 (2.522033425894649) | > loss_kl: 1.9918643236160278 (1.8317826092243195) | > loss_feat: 7.4495439529418945 (7.117002227089622) | > loss_mel: 18.36058235168457 (18.448191295970574) | > loss_duration: 1.949702501296997 (2.068246513605118) | > loss_1: 32.35306167602539 (31.987256093458697) | > grad_norm_1: tensor(137.7880, device='cuda:0') (tensor(152.7890, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3529 (0.35839917984875763) | > loader_time: 0.0035 (0.0034587654200467196)  --> TIME: 2024-06-11 05:46:36 -- STEP: 69/330 -- GLOBAL_STEP: 198950 | > loss_disc: 2.403738260269165 (2.322817456895027) | > loss_disc_real_0: 0.11340552568435669 (0.10690597887488379) | > loss_disc_real_1: 0.20396439731121063 (0.19972994750824527) | > loss_disc_real_2: 0.22942349314689636 (0.21432777656161267) | > loss_disc_real_3: 0.22291035950183868 (0.22664762968602387) | > loss_disc_real_4: 0.2293642908334732 (0.22611059745152792) | > loss_disc_real_5: 0.2340756356716156 (0.21807609044987222) | > loss_0: 2.403738260269165 (2.322817456895027) | > grad_norm_0: tensor(36.5636, device='cuda:0') (tensor(14.2719, device='cuda:0')) | > loss_gen: 2.512066602706909 (2.51560061910878) | > loss_kl: 1.9477999210357666 (1.8348335856976716) | > loss_feat: 7.1060004234313965 (7.125963978145434) | > loss_mel: 17.399728775024414 (18.400590841320977) | > loss_duration: 1.9725300073623657 (2.0485285745150796) | > loss_1: 30.938125610351562 (31.925517676533133) | > grad_norm_1: tensor(417.3087, device='cuda:0') (tensor(164.5525, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3798 (0.36269074592037476) | > loader_time: 0.0038 (0.0035872874052628226)  --> TIME: 2024-06-11 05:46:46 -- STEP: 94/330 -- GLOBAL_STEP: 198975 | > loss_disc: 2.323462963104248 (2.3182355926391924) | > loss_disc_real_0: 0.12293089926242828 (0.10828190788309625) | > loss_disc_real_1: 0.2119026780128479 (0.2003076747059822) | > loss_disc_real_2: 0.2322341799736023 (0.21348597790966642) | > loss_disc_real_3: 0.193772554397583 (0.22627864429291258) | > loss_disc_real_4: 0.20523595809936523 (0.2248688703204723) | > loss_disc_real_5: 0.20629651844501495 (0.21716255425138675) | > loss_0: 2.323462963104248 (2.3182355926391924) | > grad_norm_0: tensor(5.5021, device='cuda:0') (tensor(14.6870, device='cuda:0')) | > loss_gen: 2.5253024101257324 (2.526587237703039) | > loss_kl: 1.8378589153289795 (1.8377138338190444) | > loss_feat: 7.368899345397949 (7.1983261970763515) | > loss_mel: 18.757675170898438 (18.38926749533795) | > loss_duration: 2.036345958709717 (2.040631606223735) | > loss_1: 32.52608108520508 (31.992526419619296) | > grad_norm_1: tensor(84.4595, device='cuda:0') (tensor(175.8279, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3791 (0.3641910933433696) | > loader_time: 0.0037 (0.0036929338536363966)  --> TIME: 2024-06-11 05:46:55 -- STEP: 119/330 -- GLOBAL_STEP: 199000 | > loss_disc: 2.1854515075683594 (2.3182551720563103) | > loss_disc_real_0: 0.07995720207691193 (0.10981444507336416) | > loss_disc_real_1: 0.18734629452228546 (0.19997196988899166) | > loss_disc_real_2: 0.22462226450443268 (0.21422392342771804) | > loss_disc_real_3: 0.24423418939113617 (0.22625318607863257) | > loss_disc_real_4: 0.21064366400241852 (0.2237493837831401) | > loss_disc_real_5: 0.19154448807239532 (0.2165190750310401) | > loss_0: 2.1854515075683594 (2.3182551720563103) | > grad_norm_0: tensor(7.6778, device='cuda:0') (tensor(16.3166, device='cuda:0')) | > loss_gen: 2.6580722332000732 (2.5361408686437525) | > loss_kl: 1.7337205410003662 (1.8479653306368018) | > loss_feat: 7.99675178527832 (7.2289219583783835) | > loss_mel: 18.408353805541992 (18.38232926761403) | > loss_duration: 2.026944398880005 (2.038689861778451) | > loss_1: 32.8238410949707 (32.034047263009214) | > grad_norm_1: tensor(238.1311, device='cuda:0') (tensor(189.8580, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3672 (0.36597599702722894) | > loader_time: 0.0036 (0.0037338573391697987) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_199000.pth  --> TIME: 2024-06-11 05:47:10 -- STEP: 144/330 -- GLOBAL_STEP: 199025 | > loss_disc: 2.2025938034057617 (2.3229881309800677) | > loss_disc_real_0: 0.08827494084835052 (0.109745510129465) | > loss_disc_real_1: 0.1850777119398117 (0.20090123845471278) | > loss_disc_real_2: 0.1982564777135849 (0.21464515808555815) | > loss_disc_real_3: 0.22480769455432892 (0.2264862126774258) | > loss_disc_real_4: 0.20434699952602386 (0.2228646751286255) | > loss_disc_real_5: 0.17534293234348297 (0.21635914045489502) | > loss_0: 2.2025938034057617 (2.3229881309800677) | > grad_norm_0: tensor(24.0624, device='cuda:0') (tensor(18.8286, device='cuda:0')) | > loss_gen: 2.6521401405334473 (2.5397558195723424) | > loss_kl: 1.8264371156692505 (1.850132830440998) | > loss_feat: 7.727454662322998 (7.230288353231218) | > loss_mel: 19.075258255004883 (18.38484299182892) | > loss_duration: 2.030884265899658 (2.0415120811925997) | > loss_1: 33.31217575073242 (32.046532087855866) | > grad_norm_1: tensor(283.1142, device='cuda:0') (tensor(210.3253, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3944 (0.37231350276205283) | > loader_time: 0.0049 (0.003926297028859456)  --> TIME: 2024-06-11 05:47:20 -- STEP: 169/330 -- GLOBAL_STEP: 199050 | > loss_disc: 2.274563789367676 (2.318969215867082) | > loss_disc_real_0: 0.08142350614070892 (0.10939697905845897) | > loss_disc_real_1: 0.18583083152770996 (0.19981128197802603) | > loss_disc_real_2: 0.2250722348690033 (0.2145439769036671) | > loss_disc_real_3: 0.18266381323337555 (0.22588954680770107) | > loss_disc_real_4: 0.22600114345550537 (0.22259795780365282) | > loss_disc_real_5: 0.1941465437412262 (0.21649042212751493) | > loss_0: 2.274563789367676 (2.318969215867082) | > grad_norm_0: tensor(7.8815, device='cuda:0') (tensor(19.8594, device='cuda:0')) | > loss_gen: 2.605961799621582 (2.5507963860528706) | > loss_kl: 1.8301976919174194 (1.853337891003084) | > loss_feat: 7.875557899475098 (7.251072324944671) | > loss_mel: 18.314899444580078 (18.37619586244842) | > loss_duration: 2.1039443016052246 (2.045087456703185) | > loss_1: 32.730560302734375 (32.076489871775614) | > grad_norm_1: tensor(262.9701, device='cuda:0') (tensor(223.9362, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3927 (0.37501605445816677) | > loader_time: 0.0042 (0.004001941906629935)  --> TIME: 2024-06-11 05:47:30 -- STEP: 194/330 -- GLOBAL_STEP: 199075 | > loss_disc: 2.3613975048065186 (2.3199229805739874) | > loss_disc_real_0: 0.07111756503582001 (0.10995385033491346) | > loss_disc_real_1: 0.18441241979599 (0.20022927624048653) | > loss_disc_real_2: 0.25497210025787354 (0.2150347370308699) | > loss_disc_real_3: 0.20728956162929535 (0.22672520117046907) | > loss_disc_real_4: 0.18269972503185272 (0.2227150972970982) | > loss_disc_real_5: 0.16775432229042053 (0.21599045257592941) | > loss_0: 2.3613975048065186 (2.3199229805739874) | > grad_norm_0: tensor(9.1951, device='cuda:0') (tensor(20.6283, device='cuda:0')) | > loss_gen: 2.507171392440796 (2.554041896898722) | > loss_kl: 1.8846280574798584 (1.8628146881909715) | > loss_feat: 7.314629077911377 (7.281220576197831) | > loss_mel: 17.608625411987305 (18.364351715009228) | > loss_duration: 2.0678305625915527 (2.0510967054317897) | > loss_1: 31.382884979248047 (32.1135255479321) | > grad_norm_1: tensor(340.3931, device='cuda:0') (tensor(243.9668, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.3944 (0.3774855960275709) | > loader_time: 0.0049 (0.004103015378578423)  --> TIME: 2024-06-11 05:47:40 -- STEP: 219/330 -- GLOBAL_STEP: 199100 | > loss_disc: 2.300025701522827 (2.318561825033735) | > loss_disc_real_0: 0.08141176402568817 (0.11081325679541179) | > loss_disc_real_1: 0.19255442917346954 (0.19987118516338476) | > loss_disc_real_2: 0.22135737538337708 (0.21443987743223095) | > loss_disc_real_3: 0.24037158489227295 (0.22671188148733687) | > loss_disc_real_4: 0.1846756786108017 (0.22254628487373596) | > loss_disc_real_5: 0.21212589740753174 (0.21616034046427848) | > loss_0: 2.300025701522827 (2.318561825033735) | > grad_norm_0: tensor(12.3082, device='cuda:0') (tensor(23.3816, device='cuda:0')) | > loss_gen: 2.727278709411621 (2.557071011904712) | > loss_kl: 1.8768982887268066 (1.8658485505134548) | > loss_feat: 7.184967517852783 (7.297317594153696) | > loss_mel: 17.72722816467285 (18.321309860438507) | > loss_duration: 2.0981016159057617 (2.057505049661957) | > loss_1: 31.61447525024414 (32.09905205469698) | > grad_norm_1: tensor(315.1201, device='cuda:0') (tensor(258.1175, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.4033 (0.38037336144817474) | > loader_time: 0.0056 (0.0042001330144873505)  --> TIME: 2024-06-11 05:47:51 -- STEP: 244/330 -- GLOBAL_STEP: 199125 | > loss_disc: 2.4100565910339355 (2.3221179891805166) | > loss_disc_real_0: 0.11889824271202087 (0.11177790471825932) | > loss_disc_real_1: 0.21041002869606018 (0.19979721869601583) | > loss_disc_real_2: 0.21646615862846375 (0.21466261826333452) | > loss_disc_real_3: 0.21042168140411377 (0.22670138492935993) | > loss_disc_real_4: 0.21177750825881958 (0.22302064635470265) | > loss_disc_real_5: 0.20084047317504883 (0.21677183017867513) | > loss_0: 2.4100565910339355 (2.3221179891805166) | > grad_norm_0: tensor(22.1943, device='cuda:0') (tensor(24.8040, device='cuda:0')) | > loss_gen: 2.424898147583008 (2.5516993745428618) | > loss_kl: 1.8671342134475708 (1.865706932837846) | > loss_feat: 6.533140659332275 (7.285573040852781) | > loss_mel: 17.300189971923828 (18.27907605249373) | > loss_duration: 2.0639595985412598 (2.0656900567109457) | > loss_1: 30.18932342529297 (32.04774546232381) | > grad_norm_1: tensor(249.0653, device='cuda:0') (tensor(264.2681, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.4412 (0.3845562954417995) | > loader_time: 0.0057 (0.004333807796728415)  --> TIME: 2024-06-11 05:48:02 -- STEP: 269/330 -- GLOBAL_STEP: 199150 | > loss_disc: 2.2680392265319824 (2.3232761705675076) | > loss_disc_real_0: 0.11530864238739014 (0.11290750166463585) | > loss_disc_real_1: 0.173736572265625 (0.19949968979039606) | > loss_disc_real_2: 0.21356014907360077 (0.2151029646729005) | > loss_disc_real_3: 0.22983984649181366 (0.22675731683973932) | > loss_disc_real_4: 0.2251514047384262 (0.2230673078378337) | > loss_disc_real_5: 0.23089095950126648 (0.2168401068692757) | > loss_0: 2.2680392265319824 (2.3232761705675076) | > grad_norm_0: tensor(8.3139, device='cuda:0') (tensor(24.4406, device='cuda:0')) | > loss_gen: 2.5981154441833496 (2.5461370244788415) | > loss_kl: 1.9367477893829346 (1.8681569640078068) | > loss_feat: 7.129438877105713 (7.2924279368943) | > loss_mel: 17.139808654785156 (18.24015514558132) | > loss_duration: 2.1628360748291016 (2.0732096300692358) | > loss_1: 30.966947555541992 (32.02008670679257) | > grad_norm_1: tensor(344.1329, device='cuda:0') (tensor(267.5883, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.4511 (0.3891348927437594) | > loader_time: 0.0068 (0.004507320077889027)  --> TIME: 2024-06-11 05:48:14 -- STEP: 294/330 -- GLOBAL_STEP: 199175 | > loss_disc: 2.258272886276245 (2.323526129430652) | > loss_disc_real_0: 0.11076788604259491 (0.11372743114879745) | > loss_disc_real_1: 0.15014581382274628 (0.19968151012245489) | > loss_disc_real_2: 0.1960354447364807 (0.2147352437989242) | > loss_disc_real_3: 0.20798234641551971 (0.22639637004558733) | > loss_disc_real_4: 0.21481695771217346 (0.22298127544574997) | > loss_disc_real_5: 0.2288147360086441 (0.21649910489312643) | > loss_0: 2.258272886276245 (2.323526129430652) | > grad_norm_0: tensor(13.2755, device='cuda:0') (tensor(24.9846, device='cuda:0')) | > loss_gen: 2.6052908897399902 (2.5419132044526185) | > loss_kl: 1.8988338708877563 (1.8720181369457116) | > loss_feat: 7.8623199462890625 (7.304584782139784) | > loss_mel: 17.7576904296875 (18.19023242937464) | > loss_duration: 2.2125744819641113 (2.0821999274954495) | > loss_1: 32.33671188354492 (31.990948521361066) | > grad_norm_1: tensor(147.6531, device='cuda:0') (tensor(275.6466, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.4707 (0.3949258140966194) | > loader_time: 0.0076 (0.004679179515968376)  --> TIME: 2024-06-11 05:48:27 -- STEP: 319/330 -- GLOBAL_STEP: 199200 | > loss_disc: 2.4784841537475586 (2.3276445387299147) | > loss_disc_real_0: 0.168136864900589 (0.1151632919183532) | > loss_disc_real_1: 0.21175186336040497 (0.20000701834415563) | > loss_disc_real_2: 0.21015392243862152 (0.2152020815865) | > loss_disc_real_3: 0.21397212147712708 (0.22671583206115473) | > loss_disc_real_4: 0.23729965090751648 (0.22328099762571268) | > loss_disc_real_5: 0.2353796660900116 (0.21674451970007722) | > loss_0: 2.4784841537475586 (2.3276445387299147) | > grad_norm_0: tensor(38.2746, device='cuda:0') (tensor(25.8772, device='cuda:0')) | > loss_gen: 2.573056697845459 (2.5401792167496158) | > loss_kl: 1.9464175701141357 (1.8754848088590328) | > loss_feat: 7.171294689178467 (7.329711924526011) | > loss_mel: 16.944944381713867 (18.148150742988218) | > loss_duration: 2.2666282653808594 (2.0954719841667093) | > loss_1: 30.902341842651367 (31.988998712043408) | > grad_norm_1: tensor(496.6942, device='cuda:0') (tensor(285.9082, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.5828 (0.4050965645470215) | > loader_time: 0.0087 (0.0049237554723566244)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.043883800506592 (2.043883800506592) | > loss_disc_real_0: 0.05476004630327225 (0.05476004630327225) | > loss_disc_real_1: 0.21879136562347412 (0.21879136562347412) | > loss_disc_real_2: 0.19314388930797577 (0.19314388930797577) | > loss_disc_real_3: 0.2462017685174942 (0.2462017685174942) | > loss_disc_real_4: 0.18802611529827118 (0.18802611529827118) | > loss_disc_real_5: 0.2610875070095062 (0.2610875070095062) | > loss_0: 2.043883800506592 (2.043883800506592) | > loss_gen: 3.088122606277466 (3.088122606277466) | > loss_kl: 2.851700782775879 (2.851700782775879) | > loss_feat: 8.24895191192627 (8.24895191192627) | > loss_mel: 18.1815185546875 (18.1815185546875) | > loss_duration: 2.870454788208008 (2.870454788208008) | > loss_1: 35.240745544433594 (35.240745544433594)  --> STEP: 1 | > loss_disc: 2.3057379722595215 (2.3057379722595215) | > loss_disc_real_0: 0.057522524148225784 (0.057522524148225784) | > loss_disc_real_1: 0.2223581075668335 (0.2223581075668335) | > loss_disc_real_2: 0.23205406963825226 (0.23205406963825226) | > loss_disc_real_3: 0.2720833718776703 (0.2720833718776703) | > loss_disc_real_4: 0.2696743905544281 (0.2696743905544281) | > loss_disc_real_5: 0.2452024221420288 (0.2452024221420288) | > loss_0: 2.3057379722595215 (2.3057379722595215) | > loss_gen: 2.501201629638672 (2.501201629638672) | > loss_kl: 2.246138095855713 (2.246138095855713) | > loss_feat: 6.149919033050537 (6.149919033050537) | > loss_mel: 18.623924255371094 (18.623924255371094) | > loss_duration: 2.4757816791534424 (2.4757816791534424) | > loss_1: 31.996965408325195 (31.996965408325195)  --> STEP: 2 | > loss_disc: 2.497377872467041 (2.4015579223632812) | > loss_disc_real_0: 0.0993444100022316 (0.07843346707522869) | > loss_disc_real_1: 0.28118351101875305 (0.2517708092927933) | > loss_disc_real_2: 0.29232290387153625 (0.26218848675489426) | > loss_disc_real_3: 0.293291836977005 (0.28268760442733765) | > loss_disc_real_4: 0.2499522566795349 (0.2598133236169815) | > loss_disc_real_5: 0.2622256577014923 (0.25371403992176056) | > loss_0: 2.497377872467041 (2.4015579223632812) | > loss_gen: 2.552616834640503 (2.5269092321395874) | > loss_kl: 2.5931015014648438 (2.4196197986602783) | > loss_feat: 6.227072238922119 (6.188495635986328) | > loss_mel: 18.188722610473633 (18.406323432922363) | > loss_duration: 2.4535889625549316 (2.464685320854187) | > loss_1: 32.01510238647461 (32.0060338973999)  --> STEP: 3 | > loss_disc: 2.1755166053771973 (2.3262108167012534) | > loss_disc_real_0: 0.10715459287166595 (0.08800717567404111) | > loss_disc_real_1: 0.16341479122638702 (0.22231880327065787) | > loss_disc_real_2: 0.20897595584392548 (0.244450976451238) | > loss_disc_real_3: 0.27260512113571167 (0.27932677666346234) | > loss_disc_real_4: 0.22676461935043335 (0.24879708886146545) | > loss_disc_real_5: 0.3493305742740631 (0.28558621803919476) | > loss_0: 2.1755166053771973 (2.3262108167012534) | > loss_gen: 2.8818933963775635 (2.6452372868855796) | > loss_kl: 2.8114426136016846 (2.550227403640747) | > loss_feat: 8.852485656738281 (7.0764923095703125) | > loss_mel: 19.907514572143555 (18.906720479329426) | > loss_duration: 2.2608695030212402 (2.3967467149098716) | > loss_1: 36.714202880859375 (33.57542355855306)  --> STEP: 4 | > loss_disc: 2.3131954669952393 (2.3229569792747498) | > loss_disc_real_0: 0.12749159336090088 (0.09787828009575605) | > loss_disc_real_1: 0.27784156799316406 (0.2361994944512844) | > loss_disc_real_2: 0.2544403672218323 (0.24694832414388657) | > loss_disc_real_3: 0.2662104666233063 (0.2760476991534233) | > loss_disc_real_4: 0.2356545329093933 (0.24551144987344742) | > loss_disc_real_5: 0.2134285569190979 (0.26754680275917053) | > loss_0: 2.3131954669952393 (2.3229569792747498) | > loss_gen: 2.7873754501342773 (2.680771827697754) | > loss_kl: 2.4056570529937744 (2.514084815979004) | > loss_feat: 8.692898750305176 (7.480593919754028) | > loss_mel: 18.032283782958984 (18.688111305236816) | > loss_duration: 2.260830879211426 (2.36276775598526) | > loss_1: 34.179046630859375 (33.72632932662964)  --> STEP: 5 | > loss_disc: 2.236764907836914 (2.3057185649871825) | > loss_disc_real_0: 0.10383190214633942 (0.09906900450587272) | > loss_disc_real_1: 0.18304133415222168 (0.22556786239147186) | > loss_disc_real_2: 0.254763126373291 (0.24851128458976746) | > loss_disc_real_3: 0.24759013950824738 (0.27035618722438814) | > loss_disc_real_4: 0.20125119388103485 (0.2366593986749649) | > loss_disc_real_5: 0.24107445776462555 (0.2622523337602615) | > loss_0: 2.236764907836914 (2.3057185649871825) | > loss_gen: 2.6097500324249268 (2.6665674686431884) | > loss_kl: 2.2330949306488037 (2.457886838912964) | > loss_feat: 6.282100677490234 (7.2408952713012695) | > loss_mel: 19.30476951599121 (18.811442947387697) | > loss_duration: 2.4031076431274414 (2.3708357334136965) | > loss_1: 32.83282470703125 (33.54762840270996)  --> STEP: 6 | > loss_disc: 2.5199482440948486 (2.341423511505127) | > loss_disc_real_0: 0.12227647006511688 (0.10293691543241341) | > loss_disc_real_1: 0.29947033524513245 (0.23788494120041528) | > loss_disc_real_2: 0.2234509438276291 (0.24433456112941107) | > loss_disc_real_3: 0.24892835319042206 (0.2667848815520604) | > loss_disc_real_4: 0.2714928984642029 (0.24246498197317123) | > loss_disc_real_5: 0.281933456659317 (0.2655325209101041) | > loss_0: 2.5199482440948486 (2.341423511505127) | > loss_gen: 2.3944480419158936 (2.621214230855306) | > loss_kl: 2.4448328018188477 (2.4557111660639444) | > loss_feat: 6.898159027099609 (7.183772563934326) | > loss_mel: 20.301197052001953 (19.05973529815674) | > loss_duration: 2.2078351974487305 (2.343668977419535) | > loss_1: 34.2464714050293 (33.66410223642985)  --> STEP: 7 | > loss_disc: 2.0578300952911377 (2.3009101663317) | > loss_disc_real_0: 0.14752501249313354 (0.10930664358394486) | > loss_disc_real_1: 0.2010205239057541 (0.23261859587260655) | > loss_disc_real_2: 0.26021283864974976 (0.24660288648945944) | > loss_disc_real_3: 0.1995573192834854 (0.25718094408512115) | > loss_disc_real_4: 0.18179358541965485 (0.23379763960838318) | > loss_disc_real_5: 0.24088256061077118 (0.2620110980101994) | > loss_0: 2.0578300952911377 (2.3009101663317) | > loss_gen: 2.962447166442871 (2.669961793082101) | > loss_kl: 3.4783008098602295 (2.601795400891985) | > loss_feat: 8.175103187561035 (7.325391224452427) | > loss_mel: 18.016193389892578 (18.91065788269043) | > loss_duration: 2.4864871501922607 (2.3640715735299245) | > loss_1: 35.118534088134766 (33.87187821524484)  --> STEP: 8 | > loss_disc: 2.426178216934204 (2.316568672657013) | > loss_disc_real_0: 0.1593877673149109 (0.11556678405031562) | > loss_disc_real_1: 0.25481072068214417 (0.23539261147379875) | > loss_disc_real_2: 0.2171359360218048 (0.24291951768100262) | > loss_disc_real_3: 0.2481677532196045 (0.25605429522693157) | > loss_disc_real_4: 0.14791670441627502 (0.22306252270936966) | > loss_disc_real_5: 0.19290409982204437 (0.25337272323668003) | > loss_0: 2.426178216934204 (2.316568672657013) | > loss_gen: 2.3074069023132324 (2.6246424317359924) | > loss_kl: 2.617556095123291 (2.6037654876708984) | > loss_feat: 7.662240505218506 (7.367497384548187) | > loss_mel: 18.47804069519043 (18.85658073425293) | > loss_duration: 2.1894328594207764 (2.342241734266281) | > loss_1: 33.254676818847656 (33.79472804069519)  --> STEP: 9 | > loss_disc: 2.360146999359131 (2.321410708957248) | > loss_disc_real_0: 0.16874395310878754 (0.12147535839014584) | > loss_disc_real_1: 0.2996080219745636 (0.24252765708499485) | > loss_disc_real_2: 0.2820866107940674 (0.24727141691578758) | > loss_disc_real_3: 0.21410922706127167 (0.2513937320974138) | > loss_disc_real_4: 0.20052456855773926 (0.22055830558141074) | > loss_disc_real_5: 0.2458682656288147 (0.25253889461358386) | > loss_0: 2.360146999359131 (2.321410708957248) | > loss_gen: 2.8654937744140625 (2.651403692033556) | > loss_kl: 2.568784475326538 (2.599878708521525) | > loss_feat: 9.250789642333984 (7.57675207985772) | > loss_mel: 20.22759437561035 (19.008915583292644) | > loss_duration: 2.1230862140655518 (2.3178911209106445) | > loss_1: 37.03574752807617 (34.154841317070854)  --> STEP: 10 | > loss_disc: 2.5633530616760254 (2.345604944229126) | > loss_disc_real_0: 0.1873672753572464 (0.12806455008685588) | > loss_disc_real_1: 0.26275739073753357 (0.24455063045024872) | > loss_disc_real_2: 0.29846104979515076 (0.2523903802037239) | > loss_disc_real_3: 0.2791527211666107 (0.2541696310043335) | > loss_disc_real_4: 0.26176735758781433 (0.22467921078205108) | > loss_disc_real_5: 0.3407476544380188 (0.2613597705960274) | > loss_0: 2.5633530616760254 (2.345604944229126) | > loss_gen: 2.725153923034668 (2.658778715133667) | > loss_kl: 2.006997585296631 (2.540590596199036) | > loss_feat: 6.348544120788574 (7.453931283950806) | > loss_mel: 16.745195388793945 (18.782543563842772) | > loss_duration: 2.335331678390503 (2.3196351766586303) | > loss_1: 30.16122055053711 (33.75547924041748)  --> STEP: 11 | > loss_disc: 2.718353271484375 (2.379491155797785) | > loss_disc_real_0: 0.14087074995040894 (0.12922875007445161) | > loss_disc_real_1: 0.2660108804702759 (0.2465015622702512) | > loss_disc_real_2: 0.3008204996585846 (0.25679311833598395) | > loss_disc_real_3: 0.2892399728298187 (0.25735784389755945) | > loss_disc_real_4: 0.2608374059200287 (0.22796631943095813) | > loss_disc_real_5: 0.31463417410850525 (0.2662028981880708) | > loss_0: 2.718353271484375 (2.379491155797785) | > loss_gen: 2.263108730316162 (2.622808716513894) | > loss_kl: 2.7875514030456543 (2.563041578639637) | > loss_feat: 5.06160831451416 (7.236447377638384) | > loss_mel: 15.666399002075195 (18.499257694591176) | > loss_duration: 2.488546848297119 (2.33499078317122) | > loss_1: 28.267213821411133 (33.25654602050781)  --> STEP: 12 | > loss_disc: 2.4828171730041504 (2.388101657231649) | > loss_disc_real_0: 0.13659659028053284 (0.12984273675829172) | > loss_disc_real_1: 0.23540332913398743 (0.24557670950889587) | > loss_disc_real_2: 0.28882646560668945 (0.2594625639418761) | > loss_disc_real_3: 0.24559131264686584 (0.2563772996266683) | > loss_disc_real_4: 0.24584487080574036 (0.22945619871219) | > loss_disc_real_5: 0.2636916935443878 (0.2659936311344306) | > loss_0: 2.4828171730041504 (2.388101657231649) | > loss_gen: 2.3773698806762695 (2.6023554801940922) | > loss_kl: 1.9379992485046387 (2.510954717795054) | > loss_feat: 5.744959831237793 (7.1121567487716675) | > loss_mel: 18.26734733581543 (18.479931831359863) | > loss_duration: 2.274163246154785 (2.329921821753184) | > loss_1: 30.601837158203125 (33.03532028198242)  --> STEP: 13 | > loss_disc: 2.2003512382507324 (2.37365931731004) | > loss_disc_real_0: 0.11270584166049957 (0.12852451405846155) | > loss_disc_real_1: 0.3445901572704315 (0.25319312856747556) | > loss_disc_real_2: 0.2742360532283783 (0.26059898619468397) | > loss_disc_real_3: 0.22104182839393616 (0.2536591864549197) | > loss_disc_real_4: 0.11938764154911041 (0.22098938662272233) | > loss_disc_real_5: 0.10721107572317123 (0.25377958841048753) | > loss_0: 2.2003512382507324 (2.37365931731004) | > loss_gen: 2.6809513568878174 (2.6084013168628406) | > loss_kl: 2.603578805923462 (2.5180796476510854) | > loss_feat: 8.563128471374512 (7.223769958202656) | > loss_mel: 18.295883178710938 (18.46577424269456) | > loss_duration: 2.1327178478240967 (2.3147522852971005) | > loss_1: 34.2762565612793 (33.13077691885141)  --> STEP: 14 | > loss_disc: 2.736163377761841 (2.3995524644851685) | > loss_disc_real_0: 0.12537549436092377 (0.128299584080066) | > loss_disc_real_1: 0.4483835995197296 (0.26713530506406513) | > loss_disc_real_2: 0.2551511526107788 (0.26020985522440504) | > loss_disc_real_3: 0.2583827078342438 (0.25399658083915716) | > loss_disc_real_4: 0.21259576082229614 (0.2203898419226919) | > loss_disc_real_5: 0.1695711314678192 (0.24776469862886838) | > loss_0: 2.736163377761841 (2.3995524644851685) | > loss_gen: 2.3571419715881348 (2.59045422077179) | > loss_kl: 3.1733486652374268 (2.5648845774786815) | > loss_feat: 7.981943607330322 (7.277925218854632) | > loss_mel: 19.15770149230957 (18.515197617667063) | > loss_duration: 2.409661293029785 (2.321531500135149) | > loss_1: 35.079795837402344 (33.26999255589077)  --> STEP: 15 | > loss_disc: 2.378922462463379 (2.398177131017049) | > loss_disc_real_0: 0.14333856105804443 (0.12930218254526457) | > loss_disc_real_1: 0.19943080842494965 (0.26262167195479075) | > loss_disc_real_2: 0.2614021301269531 (0.2602893402179082) | > loss_disc_real_3: 0.2729402184486389 (0.2552594900131226) | > loss_disc_real_4: 0.2393074780702591 (0.22165101766586304) | > loss_disc_real_5: 0.2504860758781433 (0.24794612377882003) | > loss_0: 2.378922462463379 (2.398177131017049) | > loss_gen: 2.532348394393921 (2.5865804990132655) | > loss_kl: 3.140934467315674 (2.6032879034678142) | > loss_feat: 7.381602764129639 (7.284837055206299) | > loss_mel: 18.02474594116211 (18.4825008392334) | > loss_duration: 2.2954492568969727 (2.3197926839192706) | > loss_1: 33.37508010864258 (33.276998392740886)  --> STEP: 16 | > loss_disc: 2.6128175258636475 (2.4115921556949615) | > loss_disc_real_0: 0.17745496332645416 (0.1323117313440889) | > loss_disc_real_1: 0.2977849543094635 (0.2648193771019578) | > loss_disc_real_2: 0.29951176047325134 (0.26274074148386717) | > loss_disc_real_3: 0.2798580527305603 (0.2567969001829624) | > loss_disc_real_4: 0.2445492297410965 (0.22308215592056513) | > loss_disc_real_5: 0.23554487526416779 (0.24717104574665427) | > loss_0: 2.6128175258636475 (2.4115921556949615) | > loss_gen: 2.5632481575012207 (2.5851222276687627) | > loss_kl: 2.0194473266601562 (2.5667978674173355) | > loss_feat: 7.3993048667907715 (7.291991293430328) | > loss_mel: 16.798276901245117 (18.37723684310913) | > loss_duration: 2.31520938873291 (2.3195062279701233) | > loss_1: 31.09548568725586 (33.14065384864807)  --> STEP: 17 | > loss_disc: 2.416257619857788 (2.4118665947633633) | > loss_disc_real_0: 0.15782897174358368 (0.13381274548523567) | > loss_disc_real_1: 0.27723100781440735 (0.26554947302621956) | > loss_disc_real_2: 0.20204102993011475 (0.25917017021599936) | > loss_disc_real_3: 0.31003084778785706 (0.25992830886560325) | > loss_disc_real_4: 0.24605849385261536 (0.22443370521068573) | > loss_disc_real_5: 0.3024401068687439 (0.2504221669891301) | > loss_0: 2.416257619857788 (2.4118665947633633) | > loss_gen: 2.7918334007263184 (2.5972817084368542) | > loss_kl: 2.2486305236816406 (2.548082141315236) | > loss_feat: 6.781657695770264 (7.26197167003856) | > loss_mel: 18.930095672607422 (18.40975795072668) | > loss_duration: 2.384028434753418 (2.3233016518985523) | > loss_1: 33.13624572753906 (33.140394547406366)  --> STEP: 18 | > loss_disc: 2.4712915420532227 (2.415167980723911) | > loss_disc_real_0: 0.09441941231489182 (0.1316242269757721) | > loss_disc_real_1: 0.406097948551178 (0.273357721666495) | > loss_disc_real_2: 0.2539437413215637 (0.2588798130551974) | > loss_disc_real_3: 0.2503618597984314 (0.25939683947298264) | > loss_disc_real_4: 0.18407350778579712 (0.22219147202041414) | > loss_disc_real_5: 0.1701839417219162 (0.24596448780761826) | > loss_0: 2.4712915420532227 (2.415167980723911) | > loss_gen: 2.702066421508789 (2.603103081385295) | > loss_kl: 2.473264694213867 (2.5439256164762707) | > loss_feat: 9.735456466674805 (7.399387492073907) | > loss_mel: 19.05893325805664 (18.445823245578342) | > loss_duration: 2.26261043548584 (2.319929917653402) | > loss_1: 36.232330322265625 (33.312168757120766)  --> STEP: 19 | > loss_disc: 2.431929349899292 (2.416050158048931) | > loss_disc_real_0: 0.16307087242603302 (0.13327931357841744) | > loss_disc_real_1: 0.3041017949581146 (0.2749758307871066) | > loss_disc_real_2: 0.2764829099178314 (0.2598062918374413) | > loss_disc_real_3: 0.25913217663764954 (0.25938290985007034) | > loss_disc_real_4: 0.22494909167289734 (0.22233660989686063) | > loss_disc_real_5: 0.25770244002342224 (0.24658227476634478) | > loss_0: 2.431929349899292 (2.416050158048931) | > loss_gen: 2.714296817779541 (2.6089553833007817) | > loss_kl: 2.078270673751831 (2.519417461596037) | > loss_feat: 7.7274088859558105 (7.416651775962428) | > loss_mel: 18.452571868896484 (18.446178436279297) | > loss_duration: 2.3161797523498535 (2.3197325405321623) | > loss_1: 33.288726806640625 (33.31093497025339)  --> STEP: 20 | > loss_disc: 2.0398569107055664 (2.397240495681763) | > loss_disc_real_0: 0.09395483136177063 (0.13131308946758508) | > loss_disc_real_1: 0.14739693701267242 (0.26859688609838483) | > loss_disc_real_2: 0.22078999876976013 (0.2578554771840572) | > loss_disc_real_3: 0.1930430680513382 (0.25606591776013377) | > loss_disc_real_4: 0.16796021163463593 (0.2196177899837494) | > loss_disc_real_5: 0.2289305478334427 (0.24569968841969966) | > loss_0: 2.0398569107055664 (2.397240495681763) | > loss_gen: 2.7299535274505615 (2.615005290508271) | > loss_kl: 1.7412058115005493 (2.480506879091263) | > loss_feat: 6.522556304931641 (7.371947002410889) | > loss_mel: 19.699785232543945 (18.50885877609253) | > loss_duration: 2.2974205017089844 (2.3186169385910036) | > loss_1: 32.99092102050781 (33.29493427276611)  --> STEP: 21 | > loss_disc: 2.579899549484253 (2.4059385458628335) | > loss_disc_real_0: 0.13654255867004395 (0.13156211181055932) | > loss_disc_real_1: 0.2670709192752838 (0.26852422101157053) | > loss_disc_real_2: 0.354069322347641 (0.2624370888585136) | > loss_disc_real_3: 0.28894105553627014 (0.25763140051137834) | > loss_disc_real_4: 0.23651300370693207 (0.2204223239705676) | > loss_disc_real_5: 0.2725229263305664 (0.24697698546307428) | > loss_0: 2.579899549484253 (2.4059385458628335) | > loss_gen: 2.7198474407196045 (2.6199977738516678) | > loss_kl: 2.8643202781677246 (2.4987837076187134) | > loss_feat: 5.797722339630127 (7.296983923230853) | > loss_mel: 16.93869400024414 (18.434089024861652) | > loss_duration: 2.1554198265075684 (2.3108456475394115) | > loss_1: 30.476003646850586 (33.16069948105585)  --> STEP: 22 | > loss_disc: 2.207667589187622 (2.396926229650324) | > loss_disc_real_0: 0.09454213082790375 (0.1298793854022568) | > loss_disc_real_1: 0.26047906279563904 (0.26815853200175543) | > loss_disc_real_2: 0.15477506816387177 (0.25754336064512073) | > loss_disc_real_3: 0.2070138305425644 (0.25533060187643225) | > loss_disc_real_4: 0.18755173683166504 (0.21892820637334476) | > loss_disc_real_5: 0.23249244689941406 (0.24631859734654427) | > loss_0: 2.207667589187622 (2.396926229650324) | > loss_gen: 2.561969757080078 (2.6173601367256865) | > loss_kl: 2.204019069671631 (2.485385314984755) | > loss_feat: 8.02538776397705 (7.330093188719316) | > loss_mel: 19.321882247924805 (18.474443262273613) | > loss_duration: 2.1550283432006836 (2.303763042796742) | > loss_1: 34.268287658691406 (33.211044398221105)  --> STEP: 23 | > loss_disc: 2.326188802719116 (2.3938506893489673) | > loss_disc_real_0: 0.2254064679145813 (0.1340327368158361) | > loss_disc_real_1: 0.34722450375556946 (0.27159618294757343) | > loss_disc_real_2: 0.26828861236572266 (0.2580105455025382) | > loss_disc_real_3: 0.24980825185775757 (0.2550904997017073) | > loss_disc_real_4: 0.26073354482650757 (0.22074582978435184) | > loss_disc_real_5: 0.2653829753398895 (0.24714748334625494) | > loss_0: 2.326188802719116 (2.3938506893489673) | > loss_gen: 3.237701177597046 (2.644331486328789) | > loss_kl: 1.844074010848999 (2.4575022148049395) | > loss_feat: 5.515809059143066 (7.251211270042088) | > loss_mel: 19.354429244995117 (18.512703522391938) | > loss_duration: 2.261829137802124 (2.3019398295361064) | > loss_1: 32.213844299316406 (33.167687872181766)  --> STEP: 24 | > loss_disc: 2.3608274459838867 (2.392474720875422) | > loss_disc_real_0: 0.08090512454509735 (0.13181908630455533) | > loss_disc_real_1: 0.33118414878845215 (0.27407901485761005) | > loss_disc_real_2: 0.2395019680261612 (0.25723935477435583) | > loss_disc_real_3: 0.26852744817733765 (0.2556503725548585) | > loss_disc_real_4: 0.2853596806526184 (0.2234380735705296) | > loss_disc_real_5: 0.2771420180797577 (0.24839725562681755) | > loss_0: 2.3608274459838867 (2.392474720875422) | > loss_gen: 2.82527756690979 (2.6518709063529973) | > loss_kl: 1.9740166664123535 (2.4373569836219153) | > loss_feat: 7.144541263580322 (7.246766686439514) | > loss_mel: 17.989437103271484 (18.490900754928585) | > loss_duration: 2.3681085109710693 (2.3046968579292297) | > loss_1: 32.3013801574707 (33.13159171740214)  --> STEP: 25 | > loss_disc: 2.578864097595215 (2.399930295944214) | > loss_disc_real_0: 0.12201385945081711 (0.1314268772304058) | > loss_disc_real_1: 0.31454193592071533 (0.2756975317001343) | > loss_disc_real_2: 0.28826087713241577 (0.25848021566867824) | > loss_disc_real_3: 0.3211188316345215 (0.25826911091804505) | > loss_disc_real_4: 0.2580779194831848 (0.22482366740703583) | > loss_disc_real_5: 0.2046767771244049 (0.24664843648672105) | > loss_0: 2.578864097595215 (2.399930295944214) | > loss_gen: 2.4745607376098633 (2.644778499603272) | > loss_kl: 2.251647472381592 (2.429928603172302) | > loss_feat: 7.324708461761475 (7.249884357452393) | > loss_mel: 16.360401153564453 (18.405680770874017) | > loss_duration: 2.3288381099700928 (2.3056625080108644) | > loss_1: 30.740154266357422 (33.03593421936035)  --> STEP: 26 | > loss_disc: 2.3506250381469727 (2.398033939875089) | > loss_disc_real_0: 0.12340960651636124 (0.13111852066448101) | > loss_disc_real_1: 0.2638625502586365 (0.2752423401062305) | > loss_disc_real_2: 0.2972038686275482 (0.2599695869363271) | > loss_disc_real_3: 0.338989794254303 (0.2613737525848242) | > loss_disc_real_4: 0.19660674035549164 (0.22373840098197645) | > loss_disc_real_5: 0.3187532424926758 (0.24942169825618082) | > loss_0: 2.3506250381469727 (2.398033939875089) | > loss_gen: 2.759709119796753 (2.6491989080722522) | > loss_kl: 2.5320451259613037 (2.43385616174111) | > loss_feat: 12.728891372680664 (7.460615396499634) | > loss_mel: 19.37276840209961 (18.442876448998078) | > loss_duration: 2.2717957496643066 (2.3043599403821506) | > loss_1: 39.66521072387695 (33.29090639261099) --> EVAL PERFORMANCE | > avg_loader_time: 0.002313742270836464 (-0.00011541293217585567) | > avg_loss_disc: 2.398033939875089 (+0.015891726200397027) | > avg_loss_disc_real_0: 0.13111852066448101 (+0.008272563465512708) | > avg_loss_disc_real_1: 0.2752423401062305 (+0.07962143421173093) | > avg_loss_disc_real_2: 0.2599695869363271 (+0.036108472599433006) | > avg_loss_disc_real_3: 0.2613737525848242 (-0.012616442946287276) | > avg_loss_disc_real_4: 0.22373840098197645 (-0.05115849811297196) | > avg_loss_disc_real_5: 0.24942169825618082 (+0.030331373501282455) | > avg_loss_0: 2.398033939875089 (+0.015891726200397027) | > avg_loss_gen: 2.6491989080722522 (+0.17977824577918478) | > avg_loss_kl: 2.43385616174111 (-0.054697339351360785) | > avg_loss_feat: 7.460615396499634 (+0.33278584480285645) | > avg_loss_mel: 18.442876448998078 (+0.36266480959378455) | > avg_loss_duration: 2.3043599403821506 (+0.0042519385998067705) | > avg_loss_1: 33.29090639261099 (+0.8247834719144436)  > EPOCH: 337/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:48:52)   --> TIME: 2024-06-11 05:48:58 -- STEP: 14/330 -- GLOBAL_STEP: 199225 | > loss_disc: 2.2359871864318848 (2.3223254680633545) | > loss_disc_real_0: 0.10446339845657349 (0.10494276721562658) | > loss_disc_real_1: 0.26155954599380493 (0.2102977612188884) | > loss_disc_real_2: 0.21946623921394348 (0.20905081821339472) | > loss_disc_real_3: 0.21464869379997253 (0.2255205118230411) | > loss_disc_real_4: 0.2035142034292221 (0.22026979391063964) | > loss_disc_real_5: 0.19404032826423645 (0.21884070869003022) | > loss_0: 2.2359871864318848 (2.3223254680633545) | > grad_norm_0: tensor(13.2217, device='cuda:0') (tensor(9.3337, device='cuda:0')) | > loss_gen: 2.6690258979797363 (2.5042145252227783) | > loss_kl: 1.6585378646850586 (1.8819239054407393) | > loss_feat: 7.514610767364502 (7.083040680204119) | > loss_mel: 18.195281982421875 (18.91390473502023) | > loss_duration: 2.0785300731658936 (2.1405376536505565) | > loss_1: 32.11598587036133 (32.52362210409982) | > grad_norm_1: tensor(180.0113, device='cuda:0') (tensor(105.2948, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.3617 (0.35277109486716135) | > loader_time: 0.003 (0.0031017065048217773)  --> TIME: 2024-06-11 05:49:07 -- STEP: 39/330 -- GLOBAL_STEP: 199250 | > loss_disc: 2.3695878982543945 (2.305651952058841) | > loss_disc_real_0: 0.12473107874393463 (0.1089115484784811) | > loss_disc_real_1: 0.18613602221012115 (0.20176142683395976) | > loss_disc_real_2: 0.20601291954517365 (0.21228170776978517) | > loss_disc_real_3: 0.19083891808986664 (0.22499065292187226) | > loss_disc_real_4: 0.22509822249412537 (0.22200133021061236) | > loss_disc_real_5: 0.21215695142745972 (0.21738763955923227) | > loss_0: 2.3695878982543945 (2.305651952058841) | > grad_norm_0: tensor(17.0365, device='cuda:0') (tensor(12.6183, device='cuda:0')) | > loss_gen: 2.367727041244507 (2.538109981096708) | > loss_kl: 1.983007550239563 (1.8469968606264164) | > loss_feat: 7.698935508728027 (7.277086037855882) | > loss_mel: 18.336170196533203 (18.64717185191619) | > loss_duration: 2.0450572967529297 (2.0703562926023436) | > loss_1: 32.4308967590332 (32.37972122583635) | > grad_norm_1: tensor(241.7948, device='cuda:0') (tensor(143.9698, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.3656 (0.3566276171268561) | > loader_time: 0.0032 (0.003316958745320638)  --> TIME: 2024-06-11 05:49:17 -- STEP: 64/330 -- GLOBAL_STEP: 199275 | > loss_disc: 2.26265811920166 (2.3210083469748497) | > loss_disc_real_0: 0.09479960054159164 (0.10917189286556095) | > loss_disc_real_1: 0.2046864926815033 (0.20103475893847644) | > loss_disc_real_2: 0.21109990775585175 (0.21332634426653385) | > loss_disc_real_3: 0.22893758118152618 (0.2263442766852677) | > loss_disc_real_4: 0.21149605512619019 (0.22392712906002998) | > loss_disc_real_5: 0.20674043893814087 (0.21953188185580075) | > loss_0: 2.26265811920166 (2.3210083469748497) | > grad_norm_0: tensor(17.4397, device='cuda:0') (tensor(13.0983, device='cuda:0')) | > loss_gen: 2.611858367919922 (2.5229799263179307) | > loss_kl: 1.8904269933700562 (1.8531629461795092) | > loss_feat: 7.5015740394592285 (7.24399546533823) | > loss_mel: 18.449180603027344 (18.52997362613678) | > loss_duration: 2.016836643218994 (2.0477853137999764) | > loss_1: 32.469879150390625 (32.19789734482768) | > grad_norm_1: tensor(311.2251, device='cuda:0') (tensor(158.6022, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.3692 (0.3592056594789028) | > loader_time: 0.0037 (0.0034424960613250732)  --> TIME: 2024-06-11 05:49:26 -- STEP: 89/330 -- GLOBAL_STEP: 199300 | > loss_disc: 2.3383431434631348 (2.31639472822125) | > loss_disc_real_0: 0.12927821278572083 (0.11057591229007485) | > loss_disc_real_1: 0.18131016194820404 (0.1992018346706133) | > loss_disc_real_2: 0.23688261210918427 (0.2131984079821726) | > loss_disc_real_3: 0.21431046724319458 (0.22608508872851896) | > loss_disc_real_4: 0.2407267689704895 (0.22313470251104806) | > loss_disc_real_5: 0.21786800026893616 (0.21917610121576975) | > loss_0: 2.3383431434631348 (2.31639472822125) | > grad_norm_0: tensor(23.5735, device='cuda:0') (tensor(17.0768, device='cuda:0')) | > loss_gen: 2.463994026184082 (2.5345792395345272) | > loss_kl: 1.9346282482147217 (1.8579479134484622) | > loss_feat: 7.222019195556641 (7.2765185163262185) | > loss_mel: 17.86083984375 (18.480392006006127) | > loss_duration: 2.033346176147461 (2.039161209310038) | > loss_1: 31.51482582092285 (32.1885989542758) | > grad_norm_1: tensor(164.5993, device='cuda:0') (tensor(192.9494, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.373 (0.361830802446001) | > loader_time: 0.0037 (0.003525792882683572)  --> TIME: 2024-06-11 05:49:35 -- STEP: 114/330 -- GLOBAL_STEP: 199325 | > loss_disc: 2.273200750350952 (2.3162182193053407) | > loss_disc_real_0: 0.09118138253688812 (0.11120399071328473) | > loss_disc_real_1: 0.2441960573196411 (0.19868055234352747) | > loss_disc_real_2: 0.216533362865448 (0.21318947157838888) | > loss_disc_real_3: 0.22283588349819183 (0.2256085355030863) | > loss_disc_real_4: 0.23725859820842743 (0.22301249872697027) | > loss_disc_real_5: 0.20271612703800201 (0.2176088507761035) | > loss_0: 2.273200750350952 (2.3162182193053407) | > grad_norm_0: tensor(12.3696, device='cuda:0') (tensor(18.6121, device='cuda:0')) | > loss_gen: 2.6161417961120605 (2.5385538172303574) | > loss_kl: 1.8888230323791504 (1.8576002696104217) | > loss_feat: 6.878480911254883 (7.288693779393246) | > loss_mel: 17.59621810913086 (18.482092255040218) | > loss_duration: 2.058372735977173 (2.038581052370239) | > loss_1: 31.038036346435547 (32.2055212656657) | > grad_norm_1: tensor(193.3235, device='cuda:0') (tensor(213.6211, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.3593 (0.3634222264875445) | > loader_time: 0.0038 (0.0036319306022242494)  --> TIME: 2024-06-11 05:49:45 -- STEP: 139/330 -- GLOBAL_STEP: 199350 | > loss_disc: 2.3699328899383545 (2.3156627185053114) | > loss_disc_real_0: 0.06987938284873962 (0.11341908314138008) | > loss_disc_real_1: 0.14926953613758087 (0.19886072473131494) | > loss_disc_real_2: 0.16910123825073242 (0.21279975375254376) | > loss_disc_real_3: 0.1926741898059845 (0.22570808360473715) | > loss_disc_real_4: 0.2331485003232956 (0.22338607457044313) | > loss_disc_real_5: 0.18206627666950226 (0.21608517828176346) | > loss_0: 2.3699328899383545 (2.3156627185053114) | > grad_norm_0: tensor(26.1869, device='cuda:0') (tensor(19.8169, device='cuda:0')) | > loss_gen: 2.496624708175659 (2.5410913563460746) | > loss_kl: 1.7876994609832764 (1.8553739880486357) | > loss_feat: 7.267833709716797 (7.2865224604983965) | > loss_mel: 18.012693405151367 (18.511213234002643) | > loss_duration: 2.1061620712280273 (2.0422317887381682) | > loss_1: 31.67101287841797 (32.23643283706776) | > grad_norm_1: tensor(312.4916, device='cuda:0') (tensor(215.2065, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.3791 (0.36553822318427) | > loader_time: 0.0045 (0.003744730846487361)  --> TIME: 2024-06-11 05:49:55 -- STEP: 164/330 -- GLOBAL_STEP: 199375 | > loss_disc: 2.3954434394836426 (2.3181374232943464) | > loss_disc_real_0: 0.1332099735736847 (0.11490217562219719) | > loss_disc_real_1: 0.17831002175807953 (0.19878467208728556) | > loss_disc_real_2: 0.21217328310012817 (0.21303764594400793) | > loss_disc_real_3: 0.19767825305461884 (0.22611639103511486) | > loss_disc_real_4: 0.21357262134552002 (0.2229550960587292) | > loss_disc_real_5: 0.2164316177368164 (0.21520583622339295) | > loss_0: 2.3954434394836426 (2.3181374232943464) | > grad_norm_0: tensor(16.4084, device='cuda:0') (tensor(20.5016, device='cuda:0')) | > loss_gen: 2.5169732570648193 (2.5417599808879014) | > loss_kl: 1.9122555255889893 (1.8664192571872618) | > loss_feat: 7.3038010597229 (7.284503707071629) | > loss_mel: 17.87703514099121 (18.49747688014333) | > loss_duration: 2.1029701232910156 (2.044539290230448) | > loss_1: 31.713035583496094 (32.234699144595986) | > grad_norm_1: tensor(136.5605, device='cuda:0') (tensor(222.2472, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.3904 (0.36725211579625194) | > loader_time: 0.0044 (0.0038705729856723693)  --> TIME: 2024-06-11 05:50:04 -- STEP: 189/330 -- GLOBAL_STEP: 199400 | > loss_disc: 2.342790365219116 (2.3171177906964826) | > loss_disc_real_0: 0.10409580171108246 (0.1151273859043916) | > loss_disc_real_1: 0.18334457278251648 (0.198878308846837) | > loss_disc_real_2: 0.19824041426181793 (0.2126537355638685) | > loss_disc_real_3: 0.2247040569782257 (0.22604287064895429) | > loss_disc_real_4: 0.24993842840194702 (0.2224028563846356) | > loss_disc_real_5: 0.2496994286775589 (0.21461976220998816) | > loss_0: 2.342790365219116 (2.3171177906964826) | > grad_norm_0: tensor(48.2217, device='cuda:0') (tensor(20.6735, device='cuda:0')) | > loss_gen: 2.6593027114868164 (2.5402823062170112) | > loss_kl: 1.8205527067184448 (1.8687394478964428) | > loss_feat: 7.414149761199951 (7.295948169849535) | > loss_mel: 18.03132438659668 (18.452445095809058) | > loss_duration: 2.123295783996582 (2.0508209044340413) | > loss_1: 32.048622131347656 (32.20823590717617) | > grad_norm_1: tensor(422.9052, device='cuda:0') (tensor(229.6751, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.389 (0.36983219656363997) | > loader_time: 0.0048 (0.003990636300788354)  --> TIME: 2024-06-11 05:50:15 -- STEP: 214/330 -- GLOBAL_STEP: 199425 | > loss_disc: 2.2939281463623047 (2.3182207279116187) | > loss_disc_real_0: 0.0878954827785492 (0.11533911649799236) | > loss_disc_real_1: 0.1757638305425644 (0.1987598237590255) | > loss_disc_real_2: 0.23140758275985718 (0.21383789021556615) | > loss_disc_real_3: 0.21233950555324554 (0.22615927736335825) | > loss_disc_real_4: 0.2497701793909073 (0.22252104145901225) | > loss_disc_real_5: 0.23007991909980774 (0.2146238644267911) | > loss_0: 2.2939281463623047 (2.3182207279116187) | > grad_norm_0: tensor(27.6189, device='cuda:0') (tensor(21.5804, device='cuda:0')) | > loss_gen: 2.5806901454925537 (2.540645990416268) | > loss_kl: 1.8301866054534912 (1.8701681127058012) | > loss_feat: 7.1518354415893555 (7.311745474271684) | > loss_mel: 18.549644470214844 (18.43971973490492) | > loss_duration: 2.1532888412475586 (2.0571073884161835) | > loss_1: 32.26564407348633 (32.21938665336534) | > grad_norm_1: tensor(296.5709, device='cuda:0') (tensor(240.0778, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.4004 (0.37311470174343786) | > loader_time: 0.0048 (0.0041073237624123845)  --> TIME: 2024-06-11 05:50:25 -- STEP: 239/330 -- GLOBAL_STEP: 199450 | > loss_disc: 2.280886173248291 (2.3165514848222295) | > loss_disc_real_0: 0.07268651574850082 (0.11554229912585794) | > loss_disc_real_1: 0.19602477550506592 (0.19866221083257987) | > loss_disc_real_2: 0.21479256451129913 (0.21327857959968768) | > loss_disc_real_3: 0.20504361391067505 (0.22606305497460785) | > loss_disc_real_4: 0.18810072541236877 (0.22180102497463944) | > loss_disc_real_5: 0.17603889107704163 (0.2146361599906219) | > loss_0: 2.280886173248291 (2.3165514848222295) | > grad_norm_0: tensor(31.2269, device='cuda:0') (tensor(23.6223, device='cuda:0')) | > loss_gen: 2.643665313720703 (2.5465792023487173) | > loss_kl: 1.8078993558883667 (1.8736251019034924) | > loss_feat: 7.274318218231201 (7.32485265013563) | > loss_mel: 18.28907012939453 (18.392581333176363) | > loss_duration: 2.1019561290740967 (2.064786223686889) | > loss_1: 32.11690902709961 (32.202424508258375) | > grad_norm_1: tensor(326.3083, device='cuda:0') (tensor(252.8896, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.4127 (0.3772672010764916) | > loader_time: 0.0055 (0.004266782784561733)  --> TIME: 2024-06-11 05:50:36 -- STEP: 264/330 -- GLOBAL_STEP: 199475 | > loss_disc: 2.43577241897583 (2.3195913397904597) | > loss_disc_real_0: 0.11525492370128632 (0.11703144878882801) | > loss_disc_real_1: 0.19710731506347656 (0.19903264454368388) | > loss_disc_real_2: 0.1755148321390152 (0.21389902885438813) | > loss_disc_real_3: 0.21779009699821472 (0.22602370307978356) | > loss_disc_real_4: 0.25146880745887756 (0.22292217595333402) | > loss_disc_real_5: 0.21760477125644684 (0.21487855905610503) | > loss_0: 2.43577241897583 (2.3195913397904597) | > grad_norm_0: tensor(16.5647, device='cuda:0') (tensor(25.2028, device='cuda:0')) | > loss_gen: 2.4350979328155518 (2.5539218494386384) | > loss_kl: 1.8380982875823975 (1.8748723593625156) | > loss_feat: 6.983980655670166 (7.353141902071056) | > loss_mel: 18.307270050048828 (18.380289720766473) | > loss_duration: 2.182736396789551 (2.071873982747396) | > loss_1: 31.74718475341797 (32.23409982883566) | > grad_norm_1: tensor(289.4074, device='cuda:0') (tensor(262.5953, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.4312 (0.3814029901316672) | > loader_time: 0.0063 (0.004426893862811003)  --> TIME: 2024-06-11 05:50:48 -- STEP: 289/330 -- GLOBAL_STEP: 199500 | > loss_disc: 2.3054776191711426 (2.3245521301216736) | > loss_disc_real_0: 0.12470830976963043 (0.11698730494891484) | > loss_disc_real_1: 0.19568438827991486 (0.19971546669938572) | > loss_disc_real_2: 0.2423103302717209 (0.21455875920795647) | > loss_disc_real_3: 0.24462129175662994 (0.22578168730009798) | > loss_disc_real_4: 0.1986732929944992 (0.22274131552158344) | > loss_disc_real_5: 0.18438297510147095 (0.21534780379397647) | > loss_0: 2.3054776191711426 (2.3245521301216736) | > grad_norm_0: tensor(23.1913, device='cuda:0') (tensor(26.7068, device='cuda:0')) | > loss_gen: 2.5878686904907227 (2.551625291368953) | > loss_kl: 1.8120108842849731 (1.8768314222151021) | > loss_feat: 8.22846508026123 (7.360518391157104) | > loss_mel: 17.433103561401367 (18.334809768571162) | > loss_duration: 2.2163844108581543 (2.080803294495315) | > loss_1: 32.27783203125 (32.204588193794415) | > grad_norm_1: tensor(401.5525, device='cuda:0') (tensor(272.1931, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.4679 (0.38776240216819474) | > loader_time: 0.0069 (0.004594156898841729) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_199500.pth  --> TIME: 2024-06-11 05:51:05 -- STEP: 314/330 -- GLOBAL_STEP: 199525 | > loss_disc: 2.279578685760498 (2.327319481570251) | > loss_disc_real_0: 0.12419971078634262 (0.1187620059154026) | > loss_disc_real_1: 0.20264741778373718 (0.19984379505655567) | > loss_disc_real_2: 0.18159069120883942 (0.21432010867413434) | > loss_disc_real_3: 0.1979740709066391 (0.22579936033031742) | > loss_disc_real_4: 0.21566030383110046 (0.22334258106483776) | > loss_disc_real_5: 0.18053998053073883 (0.21546520250048606) | > loss_0: 2.279578685760498 (2.327319481570251) | > grad_norm_0: tensor(37.2874, device='cuda:0') (tensor(26.9053, device='cuda:0')) | > loss_gen: 2.5785117149353027 (2.5477717180920254) | > loss_kl: 1.8986400365829468 (1.8780944108203719) | > loss_feat: 7.609435081481934 (7.3754885606705) | > loss_mel: 18.162052154541016 (18.28152361948779) | > loss_duration: 2.287207841873169 (2.0928698899639655) | > loss_1: 32.53584671020508 (32.17574822978607) | > grad_norm_1: tensor(366.5310, device='cuda:0') (tensor(277.4007, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.527 (0.3964326009628879) | > loader_time: 0.008 (0.004815719689533212)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2766871452331543 (2.2766871452331543) | > loss_disc_real_0: 0.05175044387578964 (0.05175044387578964) | > loss_disc_real_1: 0.2817978262901306 (0.2817978262901306) | > loss_disc_real_2: 0.25335049629211426 (0.25335049629211426) | > loss_disc_real_3: 0.2228843718767166 (0.2228843718767166) | > loss_disc_real_4: 0.20197457075119019 (0.20197457075119019) | > loss_disc_real_5: 0.16914166510105133 (0.16914166510105133) | > loss_0: 2.2766871452331543 (2.2766871452331543) | > loss_gen: 2.5881495475769043 (2.5881495475769043) | > loss_kl: 1.9032529592514038 (1.9032529592514038) | > loss_feat: 8.193695068359375 (8.193695068359375) | > loss_mel: 19.501033782958984 (19.501033782958984) | > loss_duration: 2.9675192832946777 (2.9675192832946777) | > loss_1: 35.153648376464844 (35.153648376464844)  --> STEP: 1 | > loss_disc: 2.3001439571380615 (2.3001439571380615) | > loss_disc_real_0: 0.03880690410733223 (0.03880690410733223) | > loss_disc_real_1: 0.25142720341682434 (0.25142720341682434) | > loss_disc_real_2: 0.1772179901599884 (0.1772179901599884) | > loss_disc_real_3: 0.2992352247238159 (0.2992352247238159) | > loss_disc_real_4: 0.29782500863075256 (0.29782500863075256) | > loss_disc_real_5: 0.25667890906333923 (0.25667890906333923) | > loss_0: 2.3001439571380615 (2.3001439571380615) | > loss_gen: 2.4835145473480225 (2.4835145473480225) | > loss_kl: 2.401291608810425 (2.401291608810425) | > loss_feat: 5.7202467918396 (5.7202467918396) | > loss_mel: 18.794992446899414 (18.794992446899414) | > loss_duration: 2.45896053314209 (2.45896053314209) | > loss_1: 31.859004974365234 (31.859004974365234)  --> STEP: 2 | > loss_disc: 2.2209134101867676 (2.2605286836624146) | > loss_disc_real_0: 0.1183106005191803 (0.07855875231325626) | > loss_disc_real_1: 0.2770766615867615 (0.2642519325017929) | > loss_disc_real_2: 0.2569892704486847 (0.21710363030433655) | > loss_disc_real_3: 0.23554033041000366 (0.2673877775669098) | > loss_disc_real_4: 0.2519010305404663 (0.27486301958560944) | > loss_disc_real_5: 0.19733238220214844 (0.22700564563274384) | > loss_0: 2.2209134101867676 (2.2605286836624146) | > loss_gen: 2.7117605209350586 (2.5976375341415405) | > loss_kl: 1.7547377347946167 (2.0780146718025208) | > loss_feat: 7.253775596618652 (6.487011194229126) | > loss_mel: 18.25883674621582 (18.526914596557617) | > loss_duration: 2.5073370933532715 (2.4831488132476807) | > loss_1: 32.486446380615234 (32.172725677490234)  --> STEP: 3 | > loss_disc: 2.494947671890259 (2.3386683464050293) | > loss_disc_real_0: 0.1053437739610672 (0.08748709286252658) | > loss_disc_real_1: 0.1886914223432541 (0.23906509578227997) | > loss_disc_real_2: 0.2220190167427063 (0.2187420924504598) | > loss_disc_real_3: 0.22206777334213257 (0.25228110949198407) | > loss_disc_real_4: 0.28871065378189087 (0.27947889765103656) | > loss_disc_real_5: 0.24744072556495667 (0.23381733894348145) | > loss_0: 2.494947671890259 (2.3386683464050293) | > loss_gen: 2.1923820972442627 (2.4625523885091147) | > loss_kl: 2.359121322631836 (2.171716888745626) | > loss_feat: 7.333903789520264 (6.769308725992839) | > loss_mel: 20.661495208740234 (19.238441467285156) | > loss_duration: 2.2751541137695312 (2.4138172467549643) | > loss_1: 34.82205581665039 (33.05583572387695)  --> STEP: 4 | > loss_disc: 2.269761800765991 (2.3214417099952698) | > loss_disc_real_0: 0.12423815578222275 (0.09667485859245062) | > loss_disc_real_1: 0.24382801353931427 (0.24025582522153854) | > loss_disc_real_2: 0.2317647784948349 (0.22199776396155357) | > loss_disc_real_3: 0.25889620184898376 (0.253934882581234) | > loss_disc_real_4: 0.2714157998561859 (0.2774631232023239) | > loss_disc_real_5: 0.2151109129190445 (0.2291407324373722) | > loss_0: 2.269761800765991 (2.3214417099952698) | > loss_gen: 2.5559942722320557 (2.48591285943985) | > loss_kl: 3.0836379528045654 (2.3996971547603607) | > loss_feat: 5.9728875160217285 (6.570203423500061) | > loss_mel: 18.854673385620117 (19.142499446868896) | > loss_duration: 2.3289966583251953 (2.392612099647522) | > loss_1: 32.79618835449219 (32.99092388153076)  --> STEP: 5 | > loss_disc: 2.62406063079834 (2.381965494155884) | > loss_disc_real_0: 0.17744894325733185 (0.11282967552542686) | > loss_disc_real_1: 0.26377326250076294 (0.2449593126773834) | > loss_disc_real_2: 0.23555438220500946 (0.22470908761024475) | > loss_disc_real_3: 0.24109399318695068 (0.2513667047023773) | > loss_disc_real_4: 0.2447500079870224 (0.2709205001592636) | > loss_disc_real_5: 0.24203337728977203 (0.23171926140785218) | > loss_0: 2.62406063079834 (2.381965494155884) | > loss_gen: 2.105614185333252 (2.40985312461853) | > loss_kl: 2.036355972290039 (2.327028918266296) | > loss_feat: 5.53863000869751 (6.363888740539551) | > loss_mel: 17.476150512695312 (18.80922966003418) | > loss_duration: 2.3401975631713867 (2.382129192352295) | > loss_1: 29.4969482421875 (32.29212875366211)  --> STEP: 6 | > loss_disc: 2.298093318939209 (2.367986798286438) | > loss_disc_real_0: 0.10099779069423676 (0.11085769472022851) | > loss_disc_real_1: 0.30098679661750793 (0.2542972266674042) | > loss_disc_real_2: 0.20956243574619293 (0.22218464563290277) | > loss_disc_real_3: 0.2510186731815338 (0.2513086994489034) | > loss_disc_real_4: 0.243154376745224 (0.26629281292359036) | > loss_disc_real_5: 0.1873084306716919 (0.22431745628515878) | > loss_0: 2.298093318939209 (2.367986798286438) | > loss_gen: 2.6286001205444336 (2.4463109572728476) | > loss_kl: 2.3057072162628174 (2.3234753012657166) | > loss_feat: 5.978583335876465 (6.299671173095703) | > loss_mel: 18.917469024658203 (18.827269554138184) | > loss_duration: 2.140007495880127 (2.3417755762736) | > loss_1: 31.970367431640625 (32.23850186665853)  --> STEP: 7 | > loss_disc: 2.5930240154266357 (2.400134972163609) | > loss_disc_real_0: 0.11900194734334946 (0.11202115938067436) | > loss_disc_real_1: 0.337184876203537 (0.2661383194582803) | > loss_disc_real_2: 0.22208112478256226 (0.222169856939997) | > loss_disc_real_3: 0.2892770767211914 (0.25673275334494455) | > loss_disc_real_4: 0.31281039118766785 (0.27293818124703) | > loss_disc_real_5: 0.27463680505752563 (0.2315059346812112) | > loss_0: 2.5930240154266357 (2.400134972163609) | > loss_gen: 2.390493154525757 (2.4383369854518344) | > loss_kl: 3.5121874809265137 (2.4932913269315446) | > loss_feat: 4.811285018920898 (6.08704457964216) | > loss_mel: 17.493263244628906 (18.636697224208287) | > loss_duration: 2.4818615913391113 (2.361787864140102) | > loss_1: 30.689090728759766 (32.01715741838728)  --> STEP: 8 | > loss_disc: 2.582193613052368 (2.422892302274704) | > loss_disc_real_0: 0.13092480599880219 (0.11438411520794034) | > loss_disc_real_1: 0.17920662462711334 (0.2552718576043844) | > loss_disc_real_2: 0.2602442502975464 (0.22692915610969067) | > loss_disc_real_3: 0.29124489426612854 (0.26104677096009254) | > loss_disc_real_4: 0.2574683427810669 (0.2710044514387846) | > loss_disc_real_5: 0.2559299170970917 (0.23455893248319626) | > loss_0: 2.582193613052368 (2.422892302274704) | > loss_gen: 2.219249963760376 (2.410951107740402) | > loss_kl: 3.082803726196289 (2.5669803768396378) | > loss_feat: 6.075907230377197 (6.085652410984039) | > loss_mel: 15.544281959533691 (18.250145316123962) | > loss_duration: 2.214040756225586 (2.3433194756507874) | > loss_1: 29.136281967163086 (31.657047986984253)  --> STEP: 9 | > loss_disc: 2.453225612640381 (2.4262626700931125) | > loss_disc_real_0: 0.09876401722431183 (0.11264854876531495) | > loss_disc_real_1: 0.26991960406303406 (0.2568993849886788) | > loss_disc_real_2: 0.19576025009155273 (0.22346594432989755) | > loss_disc_real_3: 0.20969679951667786 (0.2553412185774909) | > loss_disc_real_4: 0.2166491597890854 (0.264964974588818) | > loss_disc_real_5: 0.2114880234003067 (0.23199549814065298) | > loss_0: 2.453225612640381 (2.4262626700931125) | > loss_gen: 2.269925832748413 (2.3952816327412925) | > loss_kl: 2.1517372131347656 (2.5208422475390964) | > loss_feat: 8.740948677062988 (6.380685329437256) | > loss_mel: 20.232845306396484 (18.470445315043133) | > loss_duration: 2.1370441913604736 (2.3203999996185303) | > loss_1: 35.53249740600586 (32.087653477986656)  --> STEP: 10 | > loss_disc: 2.434535026550293 (2.4270899057388307) | > loss_disc_real_0: 0.17201751470565796 (0.11858544535934926) | > loss_disc_real_1: 0.33917614817619324 (0.26512706130743025) | > loss_disc_real_2: 0.282085120677948 (0.22932786196470262) | > loss_disc_real_3: 0.285641610622406 (0.25837125778198244) | > loss_disc_real_4: 0.25604355335235596 (0.2640728324651718) | > loss_disc_real_5: 0.22331559658050537 (0.23112750798463821) | > loss_0: 2.434535026550293 (2.4270899057388307) | > loss_gen: 2.7683122158050537 (2.4325846910476683) | > loss_kl: 2.1965415477752686 (2.4884121775627137) | > loss_feat: 5.17697286605835 (6.260314083099365) | > loss_mel: 14.426229476928711 (18.066023731231688) | > loss_duration: 2.2708728313446045 (2.315447282791138) | > loss_1: 26.83892822265625 (31.562780952453615)  --> STEP: 11 | > loss_disc: 2.616846799850464 (2.444340532476252) | > loss_disc_real_0: 0.09564368426799774 (0.11649983071468094) | > loss_disc_real_1: 0.1858980655670166 (0.25792442533102905) | > loss_disc_real_2: 0.2649412751197815 (0.2325654449788007) | > loss_disc_real_3: 0.25089526176452637 (0.2576916217803955) | > loss_disc_real_4: 0.3157060146331787 (0.2687667581168088) | > loss_disc_real_5: 0.2866421043872833 (0.23617428947578778) | > loss_0: 2.616846799850464 (2.444340532476252) | > loss_gen: 2.200120210647583 (2.4114515564658423) | > loss_kl: 2.9590771198272705 (2.531199899586764) | > loss_feat: 6.248611927032471 (6.2592502507296475) | > loss_mel: 17.993114471435547 (18.059395616704766) | > loss_duration: 2.484153985977173 (2.33078425580805) | > loss_1: 31.88507843017578 (31.59208072315563)  --> STEP: 12 | > loss_disc: 2.7616443634033203 (2.470782518386841) | > loss_disc_real_0: 0.11236484348773956 (0.11615524844576915) | > loss_disc_real_1: 0.36954522132873535 (0.2672261583308379) | > loss_disc_real_2: 0.2887366712093353 (0.23724638049801192) | > loss_disc_real_3: 0.3158276677131653 (0.26253629227479297) | > loss_disc_real_4: 0.3201512098312378 (0.27304879575967783) | > loss_disc_real_5: 0.2585173547267914 (0.23803621158003807) | > loss_0: 2.7616443634033203 (2.470782518386841) | > loss_gen: 2.4261698722839355 (2.4126780827840166) | > loss_kl: 2.1606333255767822 (2.5003193517525992) | > loss_feat: 6.2428154945373535 (6.257880687713623) | > loss_mel: 17.042219161987305 (17.974630912144978) | > loss_duration: 2.2211461067199707 (2.3216477433840432) | > loss_1: 30.09298324584961 (31.467155933380127)  --> STEP: 13 | > loss_disc: 2.4384799003601074 (2.468297701615554) | > loss_disc_real_0: 0.16279976069927216 (0.11974328784988476) | > loss_disc_real_1: 0.24462337791919708 (0.2654874829145578) | > loss_disc_real_2: 0.238063782453537 (0.23730925757151383) | > loss_disc_real_3: 0.2293025553226471 (0.25997985097078175) | > loss_disc_real_4: 0.2381235659122467 (0.2703622396175677) | > loss_disc_real_5: 0.2846517264842987 (0.24162202041882735) | > loss_0: 2.4384799003601074 (2.468297701615554) | > loss_gen: 2.4296045303344727 (2.4139801172109747) | > loss_kl: 2.5652549266815186 (2.5053143959779005) | > loss_feat: 4.82805061340332 (6.147893758920523) | > loss_mel: 16.686124801635742 (17.87551505749042) | > loss_duration: 2.196462869644165 (2.3120181377117452) | > loss_1: 28.705495834350586 (31.254720541147087)  --> STEP: 14 | > loss_disc: 2.5665931701660156 (2.475318806512015) | > loss_disc_real_0: 0.12419170141220093 (0.1200610316757645) | > loss_disc_real_1: 0.2822049856185913 (0.2666815902505602) | > loss_disc_real_2: 0.27933770418167114 (0.24031128947223937) | > loss_disc_real_3: 0.2588038146495819 (0.25989584837641033) | > loss_disc_real_4: 0.2980199158191681 (0.27233778791768204) | > loss_disc_real_5: 0.291197806596756 (0.2451631480029651) | > loss_0: 2.5665931701660156 (2.475318806512015) | > loss_gen: 2.4677014350891113 (2.4178173542022705) | > loss_kl: 3.100043773651123 (2.547795065811702) | > loss_feat: 6.393740177154541 (6.16545421736581) | > loss_mel: 19.48008155822754 (17.990126950400217) | > loss_duration: 2.3570804595947266 (2.315236874989101) | > loss_1: 33.79864501953125 (31.43642943246024)  --> STEP: 15 | > loss_disc: 2.699849843978882 (2.4902875423431396) | > loss_disc_real_0: 0.14619985222816467 (0.12180361971259117) | > loss_disc_real_1: 0.25738173723220825 (0.26606160004933677) | > loss_disc_real_2: 0.24679948389530182 (0.2407438357671102) | > loss_disc_real_3: 0.24812819063663483 (0.25911133786042534) | > loss_disc_real_4: 0.24633729457855225 (0.27060442169507337) | > loss_disc_real_5: 0.17349602282047272 (0.2403853396574656) | > loss_0: 2.699849843978882 (2.4902875423431396) | > loss_gen: 2.33699369430542 (2.412429110209147) | > loss_kl: 2.876580238342285 (2.569714077313741) | > loss_feat: 11.007548332214355 (6.488260491689046) | > loss_mel: 20.435850143432617 (18.153175163269044) | > loss_duration: 2.2515416145324707 (2.3109905242919924) | > loss_1: 38.908512115478516 (31.934568277994792)  --> STEP: 16 | > loss_disc: 2.452507495880127 (2.4879262894392014) | > loss_disc_real_0: 0.10690648853778839 (0.120872549014166) | > loss_disc_real_1: 0.1972271353006363 (0.261759446002543) | > loss_disc_real_2: 0.25019168853759766 (0.24133432656526566) | > loss_disc_real_3: 0.2670438289642334 (0.2596071185544133) | > loss_disc_real_4: 0.2548523545265198 (0.2696199174970388) | > loss_disc_real_5: 0.2301437258720398 (0.2397452387958765) | > loss_0: 2.452507495880127 (2.4879262894392014) | > loss_gen: 2.5746874809265137 (2.4225702583789825) | > loss_kl: 3.0044467449188232 (2.5968848690390587) | > loss_feat: 6.576836109161377 (6.493796467781067) | > loss_mel: 18.474525451660156 (18.173259556293488) | > loss_duration: 2.357866048812866 (2.313920244574547) | > loss_1: 32.98836135864258 (32.00043034553528)  --> STEP: 17 | > loss_disc: 2.9937379360198975 (2.517679915708654) | > loss_disc_real_0: 0.07944020628929138 (0.11843535238329102) | > loss_disc_real_1: 0.24371472001075745 (0.26069799153243794) | > loss_disc_real_2: 0.271594762802124 (0.24311435222625732) | > loss_disc_real_3: 0.319798082113266 (0.26314776346964) | > loss_disc_real_4: 0.3439730703830719 (0.2739936323726878) | > loss_disc_real_5: 0.45387640595436096 (0.2523411898051991) | > loss_0: 2.9937379360198975 (2.517679915708654) | > loss_gen: 2.0423271656036377 (2.4002030176274918) | > loss_kl: 1.9505181312561035 (2.5588632962282967) | > loss_feat: 5.726079940795898 (6.448636672076057) | > loss_mel: 18.02790641784668 (18.16470937167897) | > loss_duration: 2.3964529037475586 (2.318775106878842) | > loss_1: 30.14328384399414 (31.891186433679916)  --> STEP: 18 | > loss_disc: 2.1421937942504883 (2.496819575627645) | > loss_disc_real_0: 0.06272152811288834 (0.1153401399238242) | > loss_disc_real_1: 0.19106195867061615 (0.2568293230401145) | > loss_disc_real_2: 0.1746373474597931 (0.23931007418367597) | > loss_disc_real_3: 0.20783576369285583 (0.26007487459315193) | > loss_disc_real_4: 0.22688353061676025 (0.2713764044973585) | > loss_disc_real_5: 0.1763787418603897 (0.24812105380826527) | > loss_0: 2.1421937942504883 (2.496819575627645) | > loss_gen: 2.524643898010254 (2.4071163998709784) | > loss_kl: 2.408696413040161 (2.5505206916067333) | > loss_feat: 8.257841110229492 (6.549148029751247) | > loss_mel: 19.854251861572266 (18.258572843339707) | > loss_duration: 2.2505874633789062 (2.3149869044621787) | > loss_1: 35.2960205078125 (32.080343882242836)  --> STEP: 19 | > loss_disc: 2.687859058380127 (2.5068742852461967) | > loss_disc_real_0: 0.14103011786937714 (0.11669224402622173) | > loss_disc_real_1: 0.15430931746959686 (0.25143353327324514) | > loss_disc_real_2: 0.23381391167640686 (0.23902080247276708) | > loss_disc_real_3: 0.3125295042991638 (0.2628356445776789) | > loss_disc_real_4: 0.2739611268043518 (0.27151244251351603) | > loss_disc_real_5: 0.21487751603126526 (0.24637139392526528) | > loss_0: 2.687859058380127 (2.5068742852461967) | > loss_gen: 2.1028971672058105 (2.3911048613096537) | > loss_kl: 1.613861083984375 (2.5012228175213465) | > loss_feat: 6.2524261474609375 (6.533531088578074) | > loss_mel: 18.00001335144043 (18.24496444902922) | > loss_duration: 2.2875313758850098 (2.3135418766423275) | > loss_1: 30.256729125976562 (31.984364158228825)  --> STEP: 20 | > loss_disc: 2.3109285831451416 (2.497077000141144) | > loss_disc_real_0: 0.0686827152967453 (0.1142917675897479) | > loss_disc_real_1: 0.2825526297092438 (0.25298948809504507) | > loss_disc_real_2: 0.2623511850833893 (0.2401873216032982) | > loss_disc_real_3: 0.27293476462364197 (0.26334060057997705) | > loss_disc_real_4: 0.24362847208976746 (0.2701182439923286) | > loss_disc_real_5: 0.21667729318141937 (0.24488668888807297) | > loss_0: 2.3109285831451416 (2.497077000141144) | > loss_gen: 2.5661253929138184 (2.399855887889862) | > loss_kl: 2.0325443744659424 (2.4777888953685765) | > loss_feat: 7.332912921905518 (6.573500180244446) | > loss_mel: 20.046865463256836 (18.335059499740602) | > loss_duration: 2.3064775466918945 (2.3131886601448057) | > loss_1: 34.28492736816406 (32.099392318725585)  --> STEP: 21 | > loss_disc: 2.553562879562378 (2.4997668039231074) | > loss_disc_real_0: 0.12505409121513367 (0.11480425919095676) | > loss_disc_real_1: 0.39401957392692566 (0.2597052064679918) | > loss_disc_real_2: 0.25566452741622925 (0.24092433140391395) | > loss_disc_real_3: 0.2691943645477295 (0.2636193512451081) | > loss_disc_real_4: 0.27876347303390503 (0.270529921565737) | > loss_disc_real_5: 0.2565855383872986 (0.24544377695946468) | > loss_0: 2.553562879562378 (2.4997668039231074) | > loss_gen: 2.488990545272827 (2.404100395384289) | > loss_kl: 3.335707664489746 (2.518642170088632) | > loss_feat: 6.006092071533203 (6.546480746496291) | > loss_mel: 16.335222244262695 (18.239829154241654) | > loss_duration: 2.1173458099365234 (2.3038628101348877) | > loss_1: 30.283357620239258 (32.01291447594052)  --> STEP: 22 | > loss_disc: 2.370039701461792 (2.493870117447593) | > loss_disc_real_0: 0.11641690135002136 (0.11487756110727787) | > loss_disc_real_1: 0.2604389786720276 (0.25973855974999344) | > loss_disc_real_2: 0.21056127548217773 (0.2395441924983805) | > loss_disc_real_3: 0.27402999997138977 (0.2640925625508482) | > loss_disc_real_4: 0.2177911400794983 (0.26813270422545343) | > loss_disc_real_5: 0.226079061627388 (0.24456356262618845) | > loss_0: 2.370039701461792 (2.493870117447593) | > loss_gen: 2.644315719604492 (2.4150192737579346) | > loss_kl: 2.5012917518615723 (2.5178535147146746) | > loss_feat: 8.162311553955078 (6.619927601380781) | > loss_mel: 19.131149291992188 (18.280343705957588) | > loss_duration: 2.1902711391448975 (2.2986995523626153) | > loss_1: 34.629337310791016 (32.13184278661554)  --> STEP: 23 | > loss_disc: 2.216775894165039 (2.481822542522264) | > loss_disc_real_0: 0.07911354303359985 (0.11332260379972665) | > loss_disc_real_1: 0.3371151387691498 (0.26310275883778284) | > loss_disc_real_2: 0.23563900589942932 (0.23937440177668695) | > loss_disc_real_3: 0.23515313863754272 (0.2628343267285306) | > loss_disc_real_4: 0.19498074054718018 (0.2649521840655285) | > loss_disc_real_5: 0.17928209900856018 (0.2417252381210742) | > loss_0: 2.216775894165039 (2.481822542522264) | > loss_gen: 2.6759185791015625 (2.426362721816353) | > loss_kl: 2.427428722381592 (2.5139220020045405) | > loss_feat: 7.544857978820801 (6.660141965617305) | > loss_mel: 18.431442260742188 (18.286913208339527) | > loss_duration: 2.3129541873931885 (2.299319319103075) | > loss_1: 33.392601013183594 (32.18665836168372)  --> STEP: 24 | > loss_disc: 2.6835544109344482 (2.4902280370394387) | > loss_disc_real_0: 0.17610245943069458 (0.11593843111768365) | > loss_disc_real_1: 0.2906981110572815 (0.2642525651802619) | > loss_disc_real_2: 0.2506020665168762 (0.2398422211408615) | > loss_disc_real_3: 0.3146815896034241 (0.2649946293483178) | > loss_disc_real_4: 0.24986663460731506 (0.2643236195047696) | > loss_disc_real_5: 0.24696902930736542 (0.241943729420503) | > loss_0: 2.6835544109344482 (2.4902280370394387) | > loss_gen: 2.256474256515503 (2.4192840357621512) | > loss_kl: 2.3512465953826904 (2.5071438600619635) | > loss_feat: 6.310551643371582 (6.645575702190399) | > loss_mel: 18.155826568603516 (18.281451265017193) | > loss_duration: 2.402484178543091 (2.303617854913076) | > loss_1: 31.47658348083496 (32.157071908315025)  --> STEP: 25 | > loss_disc: 2.60099458694458 (2.4946586990356447) | > loss_disc_real_0: 0.07287396490573883 (0.11421585246920586) | > loss_disc_real_1: 0.29484981298446655 (0.2654764550924301) | > loss_disc_real_2: 0.2520158886909485 (0.24032916784286498) | > loss_disc_real_3: 0.2813628315925598 (0.2656493574380875) | > loss_disc_real_4: 0.29613348841667175 (0.26559601426124574) | > loss_disc_real_5: 0.2875089645385742 (0.24376633882522583) | > loss_0: 2.60099458694458 (2.4946586990356447) | > loss_gen: 2.6192541122436523 (2.427282838821411) | > loss_kl: 2.2219088077545166 (2.4957344579696654) | > loss_feat: 7.860373020172119 (6.694167594909668) | > loss_mel: 16.908309936523438 (18.22652561187744) | > loss_duration: 2.3193345069885254 (2.304246520996094) | > loss_1: 31.929182052612305 (32.14795631408691)  --> STEP: 26 | > loss_disc: 2.2138240337371826 (2.4838573657549343) | > loss_disc_real_0: 0.07731138914823532 (0.11279645003378391) | > loss_disc_real_1: 0.1555957943201065 (0.26125027583195615) | > loss_disc_real_2: 0.23709368705749512 (0.24020472627419692) | > loss_disc_real_3: 0.23649027943611145 (0.2645278544380115) | > loss_disc_real_4: 0.26350846886634827 (0.2655157240537497) | > loss_disc_real_5: 0.14077810943126678 (0.23980525307930434) | > loss_0: 2.2138240337371826 (2.4838573657549343) | > loss_gen: 2.474503993988037 (2.42909903709705) | > loss_kl: 2.4025416374206543 (2.4921501187177806) | > loss_feat: 13.296793937683105 (6.948114761939416) | > loss_mel: 20.508560180664062 (18.31429617221539) | > loss_duration: 2.286191463470459 (2.3035520957066464) | > loss_1: 40.96858596801758 (32.48721130077656) --> EVAL PERFORMANCE | > avg_loader_time: 0.002632957238417405 (+0.0003192149675809411) | > avg_loss_disc: 2.4838573657549343 (+0.08582342587984515) | > avg_loss_disc_real_0: 0.11279645003378391 (-0.0183220706306971) | > avg_loss_disc_real_1: 0.26125027583195615 (-0.013992064274274352) | > avg_loss_disc_real_2: 0.24020472627419692 (-0.01976486066213018) | > avg_loss_disc_real_3: 0.2645278544380115 (+0.003154101853187319) | > avg_loss_disc_real_4: 0.2655157240537497 (+0.04177732307177323) | > avg_loss_disc_real_5: 0.23980525307930434 (-0.009616445176876487) | > avg_loss_0: 2.4838573657549343 (+0.08582342587984515) | > avg_loss_gen: 2.42909903709705 (-0.220099870975202) | > avg_loss_kl: 2.4921501187177806 (+0.058293956976670724) | > avg_loss_feat: 6.948114761939416 (-0.5125006345602179) | > avg_loss_mel: 18.31429617221539 (-0.12858027678268868) | > avg_loss_duration: 2.3035520957066464 (-0.0008078446755042101) | > avg_loss_1: 32.48721130077656 (-0.8036950918344345)  > EPOCH: 338/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:51:33)   --> TIME: 2024-06-11 05:51:38 -- STEP: 9/330 -- GLOBAL_STEP: 199550 | > loss_disc: 2.1970739364624023 (2.30767814318339) | > loss_disc_real_0: 0.11537876725196838 (0.0984830144378874) | > loss_disc_real_1: 0.22238866984844208 (0.2001583394077089) | > loss_disc_real_2: 0.16940918564796448 (0.2069541464249293) | > loss_disc_real_3: 0.22711285948753357 (0.22069908181826273) | > loss_disc_real_4: 0.21004614233970642 (0.22943840589788225) | > loss_disc_real_5: 0.22940471768379211 (0.2143958111604055) | > loss_0: 2.1970739364624023 (2.30767814318339) | > grad_norm_0: tensor(6.3754, device='cuda:0') (tensor(6.2435, device='cuda:0')) | > loss_gen: 2.7267730236053467 (2.582061873541938) | > loss_kl: 1.5811339616775513 (1.7098906702465482) | > loss_feat: 7.763988971710205 (7.291945033603245) | > loss_mel: 19.36444091796875 (19.072239134046768) | > loss_duration: 2.1138391494750977 (2.193919473224216) | > loss_1: 33.550174713134766 (32.85005675421821) | > grad_norm_1: tensor(68.0879, device='cuda:0') (tensor(71.7389, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3829 (0.36497044563293457) | > loader_time: 0.0036 (0.0033948421478271484)  --> TIME: 2024-06-11 05:51:47 -- STEP: 34/330 -- GLOBAL_STEP: 199575 | > loss_disc: 2.219053268432617 (2.3183510654112873) | > loss_disc_real_0: 0.11267147958278656 (0.10499084346434649) | > loss_disc_real_1: 0.18194937705993652 (0.20457179932033315) | > loss_disc_real_2: 0.17581751942634583 (0.21710631426642923) | > loss_disc_real_3: 0.2247723937034607 (0.22839040002402136) | > loss_disc_real_4: 0.18891428411006927 (0.2236502749078414) | > loss_disc_real_5: 0.1706097275018692 (0.21094216800787868) | > loss_0: 2.219053268432617 (2.3183510654112873) | > grad_norm_0: tensor(5.6039, device='cuda:0') (tensor(8.1762, device='cuda:0')) | > loss_gen: 2.6031086444854736 (2.572532808079439) | > loss_kl: 1.896588921546936 (1.7862930122543783) | > loss_feat: 8.178671836853027 (7.365027119131649) | > loss_mel: 19.261926651000977 (18.83235751881319) | > loss_duration: 2.06038761138916 (2.081226061372196) | > loss_1: 34.00068664550781 (32.63743697895725) | > grad_norm_1: tensor(72.3676, device='cuda:0') (tensor(92.1165, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.347 (0.36108431395362406) | > loader_time: 0.0032 (0.003288444350747501)  --> TIME: 2024-06-11 05:51:56 -- STEP: 59/330 -- GLOBAL_STEP: 199600 | > loss_disc: 2.3592286109924316 (2.318200216454975) | > loss_disc_real_0: 0.09859122335910797 (0.10947061885716551) | > loss_disc_real_1: 0.1671563684940338 (0.2013541924751411) | > loss_disc_real_2: 0.2703462541103363 (0.21746152917207298) | > loss_disc_real_3: 0.2160707414150238 (0.22641533891023216) | > loss_disc_real_4: 0.17955438792705536 (0.2188555252248958) | > loss_disc_real_5: 0.19289720058441162 (0.20902309377314682) | > loss_0: 2.3592286109924316 (2.318200216454975) | > grad_norm_0: tensor(30.6587, device='cuda:0') (tensor(10.3026, device='cuda:0')) | > loss_gen: 2.587510824203491 (2.556810245675556) | > loss_kl: 1.9119210243225098 (1.8166679164110604) | > loss_feat: 7.574027061462402 (7.328393548221912) | > loss_mel: 18.199892044067383 (18.747495295637744) | > loss_duration: 1.9862372875213623 (2.052620926145779) | > loss_1: 32.25959014892578 (32.50198816849014) | > grad_norm_1: tensor(344.2939, device='cuda:0') (tensor(102.6575, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3464 (0.3574847407260184) | > loader_time: 0.0035 (0.0033974647521972656)  --> TIME: 2024-06-11 05:52:05 -- STEP: 84/330 -- GLOBAL_STEP: 199625 | > loss_disc: 2.3853962421417236 (2.3239050848143434) | > loss_disc_real_0: 0.13445523381233215 (0.11124688803794838) | > loss_disc_real_1: 0.26012223958969116 (0.20280446254071735) | > loss_disc_real_2: 0.22192233800888062 (0.21724140413460277) | > loss_disc_real_3: 0.22212457656860352 (0.22687097213097981) | > loss_disc_real_4: 0.24928155541419983 (0.22106495606047766) | > loss_disc_real_5: 0.2368750423192978 (0.21156622664559455) | > loss_0: 2.3853962421417236 (2.3239050848143434) | > grad_norm_0: tensor(16.4289, device='cuda:0') (tensor(10.6243, device='cuda:0')) | > loss_gen: 2.635392189025879 (2.549938122431437) | > loss_kl: 1.8296492099761963 (1.825676333336603) | > loss_feat: 7.10736608505249 (7.333365939912342) | > loss_mel: 18.078256607055664 (18.646317845299134) | > loss_duration: 2.089423418045044 (2.0405803975604817) | > loss_1: 31.740089416503906 (32.39587881451562) | > grad_norm_1: tensor(257.8531, device='cuda:0') (tensor(122.0848, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3622 (0.3611591912451245) | > loader_time: 0.0039 (0.003493150075276693)  --> TIME: 2024-06-11 05:52:15 -- STEP: 109/330 -- GLOBAL_STEP: 199650 | > loss_disc: 2.3281478881835938 (2.3258736286688277) | > loss_disc_real_0: 0.11213356256484985 (0.1111830959626294) | > loss_disc_real_1: 0.2023012340068817 (0.2024449157878893) | > loss_disc_real_2: 0.23030996322631836 (0.216634777844499) | > loss_disc_real_3: 0.2505604028701782 (0.22773958072749848) | > loss_disc_real_4: 0.24256600439548492 (0.22270290580911373) | > loss_disc_real_5: 0.1969774067401886 (0.2128132830519195) | > loss_0: 2.3281478881835938 (2.3258736286688277) | > grad_norm_0: tensor(23.1995, device='cuda:0') (tensor(12.4659, device='cuda:0')) | > loss_gen: 2.596644878387451 (2.5480857726630806) | > loss_kl: 2.161468744277954 (1.8276618609734632) | > loss_feat: 6.8834757804870605 (7.337764530006899) | > loss_mel: 18.131542205810547 (18.584645227554745) | > loss_duration: 1.9770793914794922 (2.038891584501352) | > loss_1: 31.750211715698242 (32.33704909928346) | > grad_norm_1: tensor(241.0551, device='cuda:0') (tensor(148.5080, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3862 (0.3640517729138017) | > loader_time: 0.0047 (0.003626770929459038)  --> TIME: 2024-06-11 05:52:25 -- STEP: 134/330 -- GLOBAL_STEP: 199675 | > loss_disc: 2.547759771347046 (2.331978198307663) | > loss_disc_real_0: 0.14081811904907227 (0.11197468833024822) | > loss_disc_real_1: 0.2594836354255676 (0.20118551723547837) | > loss_disc_real_2: 0.21320626139640808 (0.2176964870139734) | > loss_disc_real_3: 0.2527362108230591 (0.22802720230017134) | > loss_disc_real_4: 0.21442072093486786 (0.22359119122152898) | > loss_disc_real_5: 0.22584597766399384 (0.21412004207942023) | > loss_0: 2.547759771347046 (2.331978198307663) | > grad_norm_0: tensor(19.8118, device='cuda:0') (tensor(13.1856, device='cuda:0')) | > loss_gen: 2.297243118286133 (2.543355214062021) | > loss_kl: 1.8714499473571777 (1.8372898413174188) | > loss_feat: 6.970101356506348 (7.319181495638036) | > loss_mel: 18.478755950927734 (18.54665434538429) | > loss_duration: 2.0228400230407715 (2.04040070612039) | > loss_1: 31.640390396118164 (32.286881731517276) | > grad_norm_1: tensor(117.6841, device='cuda:0') (tensor(150.8593, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3783 (0.3674213103394011) | > loader_time: 0.0045 (0.0037713709162242376)  --> TIME: 2024-06-11 05:52:35 -- STEP: 159/330 -- GLOBAL_STEP: 199700 | > loss_disc: 2.304255723953247 (2.3345928552015764) | > loss_disc_real_0: 0.12736356258392334 (0.11333813658862743) | > loss_disc_real_1: 0.23037071526050568 (0.2003295734618445) | > loss_disc_real_2: 0.16994522511959076 (0.21672486668487764) | > loss_disc_real_3: 0.21329881250858307 (0.2278051549721064) | > loss_disc_real_4: 0.22023053467273712 (0.22376330168742053) | > loss_disc_real_5: 0.2196953147649765 (0.21450674946203172) | > loss_0: 2.304255723953247 (2.3345928552015764) | > grad_norm_0: tensor(15.0203, device='cuda:0') (tensor(13.6367, device='cuda:0')) | > loss_gen: 2.5609817504882812 (2.52982231955858) | > loss_kl: 1.9343736171722412 (1.8436834722195032) | > loss_feat: 7.881669998168945 (7.279225841258307) | > loss_mel: 17.665407180786133 (18.502231813826658) | > loss_duration: 2.0635745525360107 (2.042135920914463) | > loss_1: 32.10600662231445 (32.197099469742696) | > grad_norm_1: tensor(249.9907, device='cuda:0') (tensor(156.9608, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.379 (0.37068302676362797) | > loader_time: 0.0048 (0.0038803298518342794)  --> TIME: 2024-06-11 05:52:45 -- STEP: 184/330 -- GLOBAL_STEP: 199725 | > loss_disc: 2.327082395553589 (2.332948841478513) | > loss_disc_real_0: 0.12159382551908493 (0.11332033943060947) | > loss_disc_real_1: 0.23902353644371033 (0.19995752875895603) | > loss_disc_real_2: 0.21638645231723785 (0.21640989759370036) | > loss_disc_real_3: 0.2549585700035095 (0.22793707194859567) | > loss_disc_real_4: 0.23088404536247253 (0.22363410695739414) | > loss_disc_real_5: 0.2089395523071289 (0.2145282190455043) | > loss_0: 2.327082395553589 (2.332948841478513) | > grad_norm_0: tensor(7.5998, device='cuda:0') (tensor(14.2544, device='cuda:0')) | > loss_gen: 2.594862937927246 (2.5299613903398086) | > loss_kl: 1.5859559774398804 (1.8516444712877274) | > loss_feat: 6.737544536590576 (7.288318605526634) | > loss_mel: 17.705522537231445 (18.454973998277097) | > loss_duration: 2.0808746814727783 (2.047784651103228) | > loss_1: 30.704761505126953 (32.17268315605498) | > grad_norm_1: tensor(184.5366, device='cuda:0') (tensor(167.0527, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3798 (0.37433052192563565) | > loader_time: 0.0048 (0.004001118566678917)  --> TIME: 2024-06-11 05:52:55 -- STEP: 209/330 -- GLOBAL_STEP: 199750 | > loss_disc: 2.3404035568237305 (2.33320310925753) | > loss_disc_real_0: 0.0996660441160202 (0.1136783496187064) | > loss_disc_real_1: 0.2050863802433014 (0.19992229713207227) | > loss_disc_real_2: 0.20904822647571564 (0.21652432228104349) | > loss_disc_real_3: 0.24250969290733337 (0.2275226282303413) | > loss_disc_real_4: 0.26353153586387634 (0.22456206167428688) | > loss_disc_real_5: 0.27255189418792725 (0.21506276341716637) | > loss_0: 2.3404035568237305 (2.33320310925753) | > grad_norm_0: tensor(16.3270, device='cuda:0') (tensor(16.3171, device='cuda:0')) | > loss_gen: 2.4804210662841797 (2.5313896083375473) | > loss_kl: 1.7387032508850098 (1.8565168643111818) | > loss_feat: 6.871310234069824 (7.2918380116731925) | > loss_mel: 18.08208465576172 (18.413723411742605) | > loss_duration: 2.127415895462036 (2.0546024051009204) | > loss_1: 31.299936294555664 (32.148070376455514) | > grad_norm_1: tensor(203.9621, device='cuda:0') (tensor(184.6321, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.3956 (0.3770066482598699) | > loader_time: 0.0049 (0.004139450748571369)  --> TIME: 2024-06-11 05:53:05 -- STEP: 234/330 -- GLOBAL_STEP: 199775 | > loss_disc: 2.218836784362793 (2.331268052769522) | > loss_disc_real_0: 0.05733026564121246 (0.11364893422613287) | > loss_disc_real_1: 0.19023218750953674 (0.19995055984482807) | > loss_disc_real_2: 0.20923884212970734 (0.21595716699321046) | > loss_disc_real_3: 0.20726566016674042 (0.22714502479021365) | > loss_disc_real_4: 0.21575573086738586 (0.22397222108820564) | > loss_disc_real_5: 0.2153172641992569 (0.21492486746392697) | > loss_0: 2.218836784362793 (2.331268052769522) | > grad_norm_0: tensor(39.5693, device='cuda:0') (tensor(18.6645, device='cuda:0')) | > loss_gen: 2.7619519233703613 (2.536828235683277) | > loss_kl: 1.820846438407898 (1.8596858754117265) | > loss_feat: 7.788249492645264 (7.300066923483824) | > loss_mel: 17.968238830566406 (18.357685023902864) | > loss_duration: 2.130051612854004 (2.062332903218069) | > loss_1: 32.469337463378906 (32.11659905034254) | > grad_norm_1: tensor(362.5143, device='cuda:0') (tensor(200.7428, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.4398 (0.3804699641007641) | > loader_time: 0.0055 (0.004271743643997063)  --> TIME: 2024-06-11 05:53:16 -- STEP: 259/330 -- GLOBAL_STEP: 199800 | > loss_disc: 2.356916904449463 (2.33582363625751) | > loss_disc_real_0: 0.2010524421930313 (0.11533223223444578) | > loss_disc_real_1: 0.214996799826622 (0.200184171782037) | > loss_disc_real_2: 0.21022528409957886 (0.21634166730877055) | > loss_disc_real_3: 0.2401372343301773 (0.22746127596463014) | > loss_disc_real_4: 0.202535942196846 (0.22495605431238197) | > loss_disc_real_5: 0.20892389118671417 (0.21572930460731035) | > loss_0: 2.356916904449463 (2.33582363625751) | > grad_norm_0: tensor(98.9499, device='cuda:0') (tensor(21.4274, device='cuda:0')) | > loss_gen: 2.4035844802856445 (2.542202433103759) | > loss_kl: 1.9191720485687256 (1.8647713748644679) | > loss_feat: 7.117444038391113 (7.317298369978386) | > loss_mel: 17.452585220336914 (18.335754129417186) | > loss_duration: 2.161531448364258 (2.069213421648537) | > loss_1: 31.0543155670166 (32.129239807718065) | > grad_norm_1: tensor(452.6262, device='cuda:0') (tensor(218.4961, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.4262 (0.38504257533541036) | > loader_time: 0.0055 (0.004412133721311121)  --> TIME: 2024-06-11 05:53:28 -- STEP: 284/330 -- GLOBAL_STEP: 199825 | > loss_disc: 2.4577438831329346 (2.337442891698488) | > loss_disc_real_0: 0.11574342846870422 (0.11639030969006489) | > loss_disc_real_1: 0.22384420037269592 (0.19988471427014182) | > loss_disc_real_2: 0.20204058289527893 (0.21582875106955918) | > loss_disc_real_3: 0.23812641203403473 (0.2272285739825645) | > loss_disc_real_4: 0.2482503354549408 (0.22446963122822872) | > loss_disc_real_5: 0.2561020851135254 (0.21555616916485235) | > loss_0: 2.4577438831329346 (2.337442891698488) | > grad_norm_0: tensor(34.9649, device='cuda:0') (tensor(21.7886, device='cuda:0')) | > loss_gen: 2.6119704246520996 (2.536198273511) | > loss_kl: 1.9903128147125244 (1.8696515572742678) | > loss_feat: 7.003875732421875 (7.31133577017717) | > loss_mel: 17.878334045410156 (18.282824939405444) | > loss_duration: 2.167292594909668 (2.0777656242881055) | > loss_1: 31.65178680419922 (32.07777625742094) | > grad_norm_1: tensor(157.5216, device='cuda:0') (tensor(222.1547, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.4546 (0.3910726208082386) | > loader_time: 0.0071 (0.004580078830181715)  --> TIME: 2024-06-11 05:53:40 -- STEP: 309/330 -- GLOBAL_STEP: 199850 | > loss_disc: 2.419361114501953 (2.3452105020628005) | > loss_disc_real_0: 0.16829606890678406 (0.11805706204768134) | > loss_disc_real_1: 0.23411646485328674 (0.20086752317098353) | > loss_disc_real_2: 0.2502502501010895 (0.21617354105398492) | > loss_disc_real_3: 0.23315055668354034 (0.22733865837449008) | > loss_disc_real_4: 0.23260727524757385 (0.2252432706383054) | > loss_disc_real_5: 0.23459763824939728 (0.21635248239565044) | > loss_0: 2.419361114501953 (2.3452105020628005) | > grad_norm_0: tensor(33.1147, device='cuda:0') (tensor(21.5359, device='cuda:0')) | > loss_gen: 2.548403024673462 (2.525710837354937) | > loss_kl: 1.8687299489974976 (1.8729944672785144) | > loss_feat: 7.182957649230957 (7.30261118280849) | > loss_mel: 17.070514678955078 (18.22772408766271) | > loss_duration: 2.2349729537963867 (2.0888137871393515) | > loss_1: 30.90557861328125 (32.017854443645795) | > grad_norm_1: tensor(344.3034, device='cuda:0') (tensor(219.7636, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.507 (0.3985151858777289) | > loader_time: 0.0072 (0.004781263931669465)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5014445781707764 (2.5014445781707764) | > loss_disc_real_0: 0.21252109110355377 (0.21252109110355377) | > loss_disc_real_1: 0.23965376615524292 (0.23965376615524292) | > loss_disc_real_2: 0.25134730339050293 (0.25134730339050293) | > loss_disc_real_3: 0.2363567054271698 (0.2363567054271698) | > loss_disc_real_4: 0.28420498967170715 (0.28420498967170715) | > loss_disc_real_5: 0.2806585431098938 (0.2806585431098938) | > loss_0: 2.5014445781707764 (2.5014445781707764) | > loss_gen: 2.6361632347106934 (2.6361632347106934) | > loss_kl: 2.262861967086792 (2.262861967086792) | > loss_feat: 5.511538505554199 (5.511538505554199) | > loss_mel: 14.799342155456543 (14.799342155456543) | > loss_duration: 2.744539260864258 (2.744539260864258) | > loss_1: 27.954444885253906 (27.954444885253906)  --> STEP: 1 | > loss_disc: 2.22786808013916 (2.22786808013916) | > loss_disc_real_0: 0.04833066463470459 (0.04833066463470459) | > loss_disc_real_1: 0.19428178668022156 (0.19428178668022156) | > loss_disc_real_2: 0.2311462163925171 (0.2311462163925171) | > loss_disc_real_3: 0.20842745900154114 (0.20842745900154114) | > loss_disc_real_4: 0.20179320871829987 (0.20179320871829987) | > loss_disc_real_5: 0.19256193935871124 (0.19256193935871124) | > loss_0: 2.22786808013916 (2.22786808013916) | > loss_gen: 2.3034675121307373 (2.3034675121307373) | > loss_kl: 2.1789262294769287 (2.1789262294769287) | > loss_feat: 6.648731231689453 (6.648731231689453) | > loss_mel: 20.300554275512695 (20.300554275512695) | > loss_duration: 2.371642827987671 (2.371642827987671) | > loss_1: 33.803321838378906 (33.803321838378906)  --> STEP: 2 | > loss_disc: 2.2015268802642822 (2.214697480201721) | > loss_disc_real_0: 0.07726243138313293 (0.06279654800891876) | > loss_disc_real_1: 0.23732277750968933 (0.21580228209495544) | > loss_disc_real_2: 0.17135125398635864 (0.20124873518943787) | > loss_disc_real_3: 0.23173749446868896 (0.22008247673511505) | > loss_disc_real_4: 0.1987069547176361 (0.200250081717968) | > loss_disc_real_5: 0.19820140302181244 (0.19538167119026184) | > loss_0: 2.2015268802642822 (2.214697480201721) | > loss_gen: 2.3620615005493164 (2.332764506340027) | > loss_kl: 2.6241660118103027 (2.4015461206436157) | > loss_feat: 5.823729515075684 (6.236230373382568) | > loss_mel: 18.571453094482422 (19.43600368499756) | > loss_duration: 2.4495668411254883 (2.4106048345565796) | > loss_1: 31.830974578857422 (32.817148208618164)  --> STEP: 3 | > loss_disc: 2.492967128753662 (2.3074540297190347) | > loss_disc_real_0: 0.2117857038974762 (0.11245959997177124) | > loss_disc_real_1: 0.3056897222995758 (0.24576476216316223) | > loss_disc_real_2: 0.16462863981723785 (0.18904203673203787) | > loss_disc_real_3: 0.28542885184288025 (0.24186460177103677) | > loss_disc_real_4: 0.2606610655784607 (0.22038707633813223) | > loss_disc_real_5: 0.3175961971282959 (0.23611984650293985) | > loss_0: 2.492967128753662 (2.3074540297190347) | > loss_gen: 2.59291672706604 (2.4194819132486978) | > loss_kl: 2.710599184036255 (2.504563808441162) | > loss_feat: 5.2622246742248535 (5.911561806996663) | > loss_mel: 15.988765716552734 (18.286924362182617) | > loss_duration: 2.2435154914855957 (2.3549083868662515) | > loss_1: 28.79802131652832 (31.477439244588215)  --> STEP: 4 | > loss_disc: 2.1590685844421387 (2.270357668399811) | > loss_disc_real_0: 0.21041876077651978 (0.13694939017295837) | > loss_disc_real_1: 0.20942449569702148 (0.23667969554662704) | > loss_disc_real_2: 0.18964888155460358 (0.1891937479376793) | > loss_disc_real_3: 0.21263037621974945 (0.23455604538321495) | > loss_disc_real_4: 0.19190700352191925 (0.21326705813407898) | > loss_disc_real_5: 0.13993023335933685 (0.2120724432170391) | > loss_0: 2.1590685844421387 (2.270357668399811) | > loss_gen: 2.7228126525878906 (2.495314598083496) | > loss_kl: 2.7956511974334717 (2.5773356556892395) | > loss_feat: 6.9431610107421875 (6.169461607933044) | > loss_mel: 17.434404373168945 (18.0737943649292) | > loss_duration: 2.2882654666900635 (2.3382476568222046) | > loss_1: 32.184295654296875 (31.65415334701538)  --> STEP: 5 | > loss_disc: 2.17290997505188 (2.2508681297302244) | > loss_disc_real_0: 0.0974024087190628 (0.12903999388217927) | > loss_disc_real_1: 0.1799551397562027 (0.22533478438854218) | > loss_disc_real_2: 0.1543952077627182 (0.18223403990268708) | > loss_disc_real_3: 0.1832282692193985 (0.22429049015045166) | > loss_disc_real_4: 0.19183187186717987 (0.20898002088069917) | > loss_disc_real_5: 0.17139402031898499 (0.20393675863742827) | > loss_0: 2.17290997505188 (2.2508681297302244) | > loss_gen: 2.2560031414031982 (2.4474523067474365) | > loss_kl: 2.1946611404418945 (2.5008007526397704) | > loss_feat: 6.614987850189209 (6.258566856384277) | > loss_mel: 19.540407180786133 (18.367116928100586) | > loss_duration: 2.361766815185547 (2.3429514884948732) | > loss_1: 32.96782684326172 (31.91688804626465)  --> STEP: 6 | > loss_disc: 2.3432581424713135 (2.2662664651870728) | > loss_disc_real_0: 0.05544404685497284 (0.1167740027109782) | > loss_disc_real_1: 0.24741555750370026 (0.2290149132410685) | > loss_disc_real_2: 0.20678910613059998 (0.18632655094067255) | > loss_disc_real_3: 0.262861430644989 (0.23071898023287454) | > loss_disc_real_4: 0.2956971824169159 (0.2234328811367353) | > loss_disc_real_5: 0.28018492460250854 (0.216644786298275) | > loss_0: 2.3432581424713135 (2.2662664651870728) | > loss_gen: 2.6001458168029785 (2.472901225090027) | > loss_kl: 2.158116340637207 (2.4436866839726767) | > loss_feat: 7.057623386383057 (6.391742944717407) | > loss_mel: 18.845693588256836 (18.446879704793293) | > loss_duration: 2.1956593990325928 (2.318402806917826) | > loss_1: 32.85723876953125 (32.07361316680908)  --> STEP: 7 | > loss_disc: 2.1701011657714844 (2.25252856527056) | > loss_disc_real_0: 0.100626140832901 (0.1144671652998243) | > loss_disc_real_1: 0.21824100613594055 (0.22747578365462168) | > loss_disc_real_2: 0.21726669371128082 (0.19074657133647374) | > loss_disc_real_3: 0.24085713922977448 (0.2321672886610031) | > loss_disc_real_4: 0.2055906504392624 (0.2208839910370963) | > loss_disc_real_5: 0.21286548674106598 (0.21610488636153086) | > loss_0: 2.1701011657714844 (2.25252856527056) | > loss_gen: 2.742276906967163 (2.5113834653581892) | > loss_kl: 3.1845598220825195 (2.549525703702654) | > loss_feat: 6.830183506011963 (6.454377310616629) | > loss_mel: 19.405742645263672 (18.58386012486049) | > loss_duration: 2.52115535736084 (2.347367456981114) | > loss_1: 34.68391799926758 (32.4465138571603)  --> STEP: 8 | > loss_disc: 2.481618642807007 (2.281164824962616) | > loss_disc_real_0: 0.16856862604618073 (0.12122984789311886) | > loss_disc_real_1: 0.3333214521408081 (0.24070649221539497) | > loss_disc_real_2: 0.21152493357658386 (0.1933438666164875) | > loss_disc_real_3: 0.2527932822704315 (0.23474553786218166) | > loss_disc_real_4: 0.2106132209300995 (0.2196001447737217) | > loss_disc_real_5: 0.24391499161720276 (0.21958114951848984) | > loss_0: 2.481618642807007 (2.281164824962616) | > loss_gen: 2.515623092651367 (2.5119134187698364) | > loss_kl: 2.4805655479431152 (2.540905684232712) | > loss_feat: 6.6716437339782715 (6.481535613536835) | > loss_mel: 15.155810356140137 (18.155353903770447) | > loss_duration: 2.2163681983947754 (2.3309925496578217) | > loss_1: 29.040010452270508 (32.02070093154907)  --> STEP: 9 | > loss_disc: 2.4661808013916016 (2.3017221556769476) | > loss_disc_real_0: 0.16877678036689758 (0.12651284039020538) | > loss_disc_real_1: 0.23123222589492798 (0.2396537959575653) | > loss_disc_real_2: 0.22340001165866852 (0.19668343828784096) | > loss_disc_real_3: 0.23782305419445038 (0.23508748412132263) | > loss_disc_real_4: 0.33041951060295105 (0.23191340764363608) | > loss_disc_real_5: 0.3782833218574524 (0.237214724222819) | > loss_0: 2.4661808013916016 (2.3017221556769476) | > loss_gen: 3.0557589530944824 (2.5723407003614636) | > loss_kl: 2.181117534637451 (2.5009292231665716) | > loss_feat: 10.269683837890625 (6.902440971798367) | > loss_mel: 19.325454711914062 (18.285365104675293) | > loss_duration: 2.1048407554626465 (2.3058645725250244) | > loss_1: 36.93685531616211 (32.56694030761719)  --> STEP: 10 | > loss_disc: 2.626795768737793 (2.334229516983032) | > loss_disc_real_0: 0.2410554438829422 (0.13796710073947907) | > loss_disc_real_1: 0.34820258617401123 (0.2505086749792099) | > loss_disc_real_2: 0.2201535403728485 (0.19903044849634172) | > loss_disc_real_3: 0.26217949390411377 (0.23779668509960175) | > loss_disc_real_4: 0.232012078166008 (0.23192327469587326) | > loss_disc_real_5: 0.23450756072998047 (0.23694400787353515) | > loss_0: 2.626795768737793 (2.334229516983032) | > loss_gen: 2.5110023021698 (2.566206860542297) | > loss_kl: 2.2476701736450195 (2.4756033182144166) | > loss_feat: 5.783998489379883 (6.7905967235565186) | > loss_mel: 15.222561836242676 (17.979084777832032) | > loss_duration: 2.336535930633545 (2.3089317083358765) | > loss_1: 28.101768493652344 (32.1204231262207)  --> STEP: 11 | > loss_disc: 2.56396484375 (2.35511454668912) | > loss_disc_real_0: 0.20381435751914978 (0.1439532149921764) | > loss_disc_real_1: 0.2503054440021515 (0.25049019943584094) | > loss_disc_real_2: 0.20366352796554565 (0.1994516375389966) | > loss_disc_real_3: 0.1747426837682724 (0.23206450316038998) | > loss_disc_real_4: 0.2510639727115631 (0.23366333815184506) | > loss_disc_real_5: 0.2301563173532486 (0.23632694509896365) | > loss_0: 2.56396484375 (2.35511454668912) | > loss_gen: 2.1782095432281494 (2.530934377150102) | > loss_kl: 3.0311279296875 (2.5261055556210605) | > loss_feat: 6.239349842071533 (6.740483370694247) | > loss_mel: 17.720918655395508 (17.9556151303378) | > loss_duration: 2.4824604988098145 (2.3247070529244165) | > loss_1: 31.65206527709961 (32.07784513993697)  --> STEP: 12 | > loss_disc: 2.5581295490264893 (2.3720324635505676) | > loss_disc_real_0: 0.14301812648773193 (0.14387529095013937) | > loss_disc_real_1: 0.25554347038269043 (0.25091130534807843) | > loss_disc_real_2: 0.16995376348495483 (0.19699348136782646) | > loss_disc_real_3: 0.24634619057178497 (0.23325464377800623) | > loss_disc_real_4: 0.3298974931240082 (0.241682851066192) | > loss_disc_real_5: 0.31439951062202454 (0.2428329922258854) | > loss_0: 2.5581295490264893 (2.3720324635505676) | > loss_gen: 2.3574767112731934 (2.51647957166036) | > loss_kl: 2.0918045043945312 (2.489913801352183) | > loss_feat: 5.079627990722656 (6.602078755696614) | > loss_mel: 15.872214317321777 (17.7819983959198) | > loss_duration: 2.270000457763672 (2.3201481699943547) | > loss_1: 27.671125411987305 (31.710618495941162)  --> STEP: 13 | > loss_disc: 2.333662748336792 (2.3690809469956617) | > loss_disc_real_0: 0.12112495303153992 (0.14212526495640093) | > loss_disc_real_1: 0.24986512959003448 (0.2508308302897673) | > loss_disc_real_2: 0.18712913990020752 (0.1962346858703173) | > loss_disc_real_3: 0.2951987683773041 (0.23801957643949068) | > loss_disc_real_4: 0.21874913573265076 (0.23991871911745805) | > loss_disc_real_5: 0.18953156471252441 (0.2387328824171653) | > loss_0: 2.333662748336792 (2.3690809469956617) | > loss_gen: 2.6281938552856445 (2.525072978093074) | > loss_kl: 2.553102731704712 (2.4947744883023777) | > loss_feat: 6.3131914138793945 (6.579856652479905) | > loss_mel: 16.31903076171875 (17.66946242405818) | > loss_duration: 2.2304129600524902 (2.313245461537288) | > loss_1: 30.04393196105957 (31.582411839411808)  --> STEP: 14 | > loss_disc: 2.6332483291625977 (2.3879500457218716) | > loss_disc_real_0: 0.2303541898727417 (0.14842733102185385) | > loss_disc_real_1: 0.2436349093914032 (0.2503168359398842) | > loss_disc_real_2: 0.23572857677936554 (0.19905567807810648) | > loss_disc_real_3: 0.2901913821697235 (0.24174613399165018) | > loss_disc_real_4: 0.2950963079929352 (0.24385997546570642) | > loss_disc_real_5: 0.2081346958875656 (0.23654729766505106) | > loss_0: 2.6332483291625977 (2.3879500457218716) | > loss_gen: 2.3793511390686035 (2.514664275305612) | > loss_kl: 3.017848491668701 (2.532136917114258) | > loss_feat: 5.850884437561035 (6.527787208557129) | > loss_mel: 19.82492446899414 (17.823423998696462) | > loss_duration: 2.3983569145202637 (2.3193248510360718) | > loss_1: 33.47136306762695 (31.717336927141464)  --> STEP: 15 | > loss_disc: 2.481302499771118 (2.394173542658488) | > loss_disc_real_0: 0.17373646795749664 (0.15011460681756336) | > loss_disc_real_1: 0.21832358837127686 (0.2481839527686437) | > loss_disc_real_2: 0.21920478343963623 (0.20039895176887512) | > loss_disc_real_3: 0.2375866025686264 (0.24146883189678192) | > loss_disc_real_4: 0.18065966665744781 (0.23964662154515584) | > loss_disc_real_5: 0.15049472451210022 (0.23081045945485432) | > loss_0: 2.481302499771118 (2.394173542658488) | > loss_gen: 2.2403573989868164 (2.496377150217692) | > loss_kl: 3.1524808406829834 (2.573493178685506) | > loss_feat: 8.127182960510254 (6.63441359202067) | > loss_mel: 19.302770614624023 (17.922047106424966) | > loss_duration: 2.3029115200042725 (2.318230628967285) | > loss_1: 35.125701904296875 (31.944561258951822)  --> STEP: 16 | > loss_disc: 2.4603707790374756 (2.3983108699321747) | > loss_disc_real_0: 0.11815133690834045 (0.14811690244823694) | > loss_disc_real_1: 0.37851572036743164 (0.25632968824356794) | > loss_disc_real_2: 0.16782765090465546 (0.1983632454648614) | > loss_disc_real_3: 0.2263486683368683 (0.24052382167428732) | > loss_disc_real_4: 0.27302616834640503 (0.24173284322023392) | > loss_disc_real_5: 0.2642046809196472 (0.23289759829640388) | > loss_0: 2.4603707790374756 (2.3983108699321747) | > loss_gen: 2.7370619773864746 (2.511419951915741) | > loss_kl: 2.473034381866455 (2.5672145038843155) | > loss_feat: 7.629016399383545 (6.69657626748085) | > loss_mel: 18.083837509155273 (17.93215900659561) | > loss_duration: 2.4279091358184814 (2.325085535645485) | > loss_1: 33.350860595703125 (32.03245496749878)  --> STEP: 17 | > loss_disc: 2.520836591720581 (2.4055182653314926) | > loss_disc_real_0: 0.18863512575626373 (0.1505003273487091) | > loss_disc_real_1: 0.2693503201007843 (0.2570956077645807) | > loss_disc_real_2: 0.1921004205942154 (0.19799484400188222) | > loss_disc_real_3: 0.2427247166633606 (0.24065328608540928) | > loss_disc_real_4: 0.2635919451713562 (0.24301867274677053) | > loss_disc_real_5: 0.3084123730659485 (0.23733964387108297) | > loss_0: 2.520836591720581 (2.4055182653314926) | > loss_gen: 2.3545401096343994 (2.5021917258991913) | > loss_kl: 2.9078691005706787 (2.5872530095717488) | > loss_feat: 5.0188398361206055 (6.597885889165542) | > loss_mel: 18.254806518554688 (17.951138272004968) | > loss_duration: 2.414393901824951 (2.3303389689501595) | > loss_1: 30.950448989868164 (31.96880755704992)  --> STEP: 18 | > loss_disc: 2.075775384902954 (2.387199216418796) | > loss_disc_real_0: 0.14823117852210999 (0.15037426352500916) | > loss_disc_real_1: 0.16879531741142273 (0.2521900360782941) | > loss_disc_real_2: 0.12275055050849915 (0.19381460547447205) | > loss_disc_real_3: 0.19706758856773376 (0.2382318584455384) | > loss_disc_real_4: 0.16465134918689728 (0.2386649325489998) | > loss_disc_real_5: 0.15142104029655457 (0.23256638811694252) | > loss_0: 2.075775384902954 (2.387199216418796) | > loss_gen: 2.451493263244629 (2.4993751446406045) | > loss_kl: 2.543687343597412 (2.584832694795397) | > loss_feat: 9.48355770111084 (6.758200989829169) | > loss_mel: 19.060667037963867 (18.012778759002686) | > loss_duration: 2.319003105163574 (2.3297091987397938) | > loss_1: 35.8584098815918 (32.184896575080025)  --> STEP: 19 | > loss_disc: 2.4555890560150146 (2.3907986816607023) | > loss_disc_real_0: 0.13531777262687683 (0.14958181663563377) | > loss_disc_real_1: 0.27239754796028137 (0.25325358933524084) | > loss_disc_real_2: 0.2082889825105667 (0.19457641479216123) | > loss_disc_real_3: 0.25257161259651184 (0.23898658234822123) | > loss_disc_real_4: 0.27840396761894226 (0.24075646071057571) | > loss_disc_real_5: 0.28922703862190247 (0.23554852761720357) | > loss_0: 2.4555890560150146 (2.3907986816607023) | > loss_gen: 2.5010263919830322 (2.499462052395469) | > loss_kl: 1.736498475074768 (2.540183525336416) | > loss_feat: 5.538049697875977 (6.6939825007790015) | > loss_mel: 16.084089279174805 (17.911268786380166) | > loss_duration: 2.3109347820281982 (2.3287210715444466) | > loss_1: 28.170597076416016 (31.97361765409771)  --> STEP: 20 | > loss_disc: 2.194502353668213 (2.380983865261078) | > loss_disc_real_0: 0.1135145053267479 (0.14777845107018947) | > loss_disc_real_1: 0.23634937405586243 (0.2524083785712719) | > loss_disc_real_2: 0.17127777636051178 (0.19341148287057877) | > loss_disc_real_3: 0.1620345562696457 (0.23513898104429246) | > loss_disc_real_4: 0.2043580263853073 (0.23893653899431228) | > loss_disc_real_5: 0.1284923404455185 (0.23019571825861931) | > loss_0: 2.194502353668213 (2.380983865261078) | > loss_gen: 2.226644515991211 (2.485821175575256) | > loss_kl: 1.9502041339874268 (2.5106845557689668) | > loss_feat: 6.368155002593994 (6.677691125869751) | > loss_mel: 16.547286987304688 (17.84306969642639) | > loss_duration: 2.3268508911132812 (2.3286275625228883) | > loss_1: 29.41914176940918 (31.84589385986328)  --> STEP: 21 | > loss_disc: 2.4137778282165527 (2.382545482544672) | > loss_disc_real_0: 0.0780133455991745 (0.14445630319061734) | > loss_disc_real_1: 0.2884702980518341 (0.25412561283225105) | > loss_disc_real_2: 0.1327837109565735 (0.190524446112769) | > loss_disc_real_3: 0.19382241368293762 (0.2331715254556565) | > loss_disc_real_4: 0.20234112441539764 (0.23719390020484016) | > loss_disc_real_5: 0.2184373289346695 (0.22963579495747885) | > loss_0: 2.4137778282165527 (2.382545482544672) | > loss_gen: 2.174055337905884 (2.470975183305286) | > loss_kl: 1.8805683851242065 (2.4806790238335017) | > loss_feat: 7.048680305480957 (6.6953572772798085) | > loss_mel: 17.601259231567383 (17.831554912385485) | > loss_duration: 2.151839256286621 (2.3202090717497326) | > loss_1: 30.856403350830078 (31.798775264195033)  --> STEP: 22 | > loss_disc: 2.4684460163116455 (2.386450052261353) | > loss_disc_real_0: 0.1234578937292099 (0.14350183003328063) | > loss_disc_real_1: 0.29880470037460327 (0.25615648044781253) | > loss_disc_real_2: 0.19205866754055023 (0.19059418345039542) | > loss_disc_real_3: 0.23440520465373993 (0.2332276017828421) | > loss_disc_real_4: 0.3366207480430603 (0.24171330237930472) | > loss_disc_real_5: 0.2466689944267273 (0.23041003129699014) | > loss_0: 2.4684460163116455 (2.386450052261353) | > loss_gen: 2.5813426971435547 (2.475991888479753) | > loss_kl: 1.7186897993087769 (2.4460431499914685) | > loss_feat: 6.861125469207764 (6.702892195094716) | > loss_mel: 18.258071899414062 (17.850942048159514) | > loss_duration: 2.162653684616089 (2.3130474632436577) | > loss_1: 31.58188247680664 (31.788916501131926)  --> STEP: 23 | > loss_disc: 2.816948890686035 (2.405167393062426) | > loss_disc_real_0: 0.2725512385368347 (0.14911267388126123) | > loss_disc_real_1: 0.255239337682724 (0.25611660467541736) | > loss_disc_real_2: 0.2271125465631485 (0.1921819383683412) | > loss_disc_real_3: 0.24005131423473358 (0.23352428493292435) | > loss_disc_real_4: 0.2545667886734009 (0.24227214960948282) | > loss_disc_real_5: 0.2409859448671341 (0.23086985362612683) | > loss_0: 2.816948890686035 (2.405167393062426) | > loss_gen: 2.0773940086364746 (2.458661545877871) | > loss_kl: 2.379305839538574 (2.4431415277978643) | > loss_feat: 4.669419288635254 (6.614480329596478) | > loss_mel: 17.100133895874023 (17.81829821545145) | > loss_duration: 2.294102191925049 (2.312223755795023) | > loss_1: 28.520355224609375 (31.646805141283117)  --> STEP: 24 | > loss_disc: 2.2467901706695557 (2.39856834212939) | > loss_disc_real_0: 0.1162993311882019 (0.14774545126905042) | > loss_disc_real_1: 0.20903921127319336 (0.25415504661699134) | > loss_disc_real_2: 0.1764199584722519 (0.19152518920600414) | > loss_disc_real_3: 0.2047211080789566 (0.23232415256400904) | > loss_disc_real_4: 0.2595078647136688 (0.24299030440549055) | > loss_disc_real_5: 0.1950235515832901 (0.2293762577076753) | > loss_0: 2.2467901706695557 (2.39856834212939) | > loss_gen: 2.461075782775879 (2.4587621390819545) | > loss_kl: 2.278095245361328 (2.4362645993630085) | > loss_feat: 6.356572151184082 (6.603734155495961) | > loss_mel: 16.422590255737305 (17.760143717130024) | > loss_duration: 2.429689645767212 (2.3171181678771977) | > loss_1: 29.948022842407227 (31.576022545496624)  --> STEP: 25 | > loss_disc: 2.3242568969726562 (2.3955958843231207) | > loss_disc_real_0: 0.17345285415649414 (0.14877374738454818) | > loss_disc_real_1: 0.20305974781513214 (0.25211123466491697) | > loss_disc_real_2: 0.18785758316516876 (0.19137848496437074) | > loss_disc_real_3: 0.1809278428554535 (0.2302683001756668) | > loss_disc_real_4: 0.1944379359483719 (0.2410482096672058) | > loss_disc_real_5: 0.19364067912101746 (0.22794683456420897) | > loss_0: 2.3242568969726562 (2.3955958843231207) | > loss_gen: 2.2294869422912598 (2.4495911312103265) | > loss_kl: 2.258850336074829 (2.4291680288314814) | > loss_feat: 7.493037223815918 (6.6393062782287595) | > loss_mel: 18.69822883605957 (17.79766712188721) | > loss_duration: 2.3509888648986816 (2.318472995758057) | > loss_1: 33.03059005737305 (31.63420524597168)  --> STEP: 26 | > loss_disc: 2.3159079551696777 (2.392530963971065) | > loss_disc_real_0: 0.24434585869312286 (0.15244959781949335) | > loss_disc_real_1: 0.315984845161438 (0.25456791199170625) | > loss_disc_real_2: 0.1789703667163849 (0.1909012496471405) | > loss_disc_real_3: 0.19608071446418762 (0.22895339303291762) | > loss_disc_real_4: 0.3030690550804138 (0.24343362679848304) | > loss_disc_real_5: 0.2389800250530243 (0.22837118804454803) | > loss_0: 2.3159079551696777 (2.392530963971065) | > loss_gen: 2.9613542556762695 (2.4692743283051706) | > loss_kl: 2.0690643787384033 (2.415317888443286) | > loss_feat: 13.621179580688477 (6.907839866784903) | > loss_mel: 18.176103591918945 (17.812222370734585) | > loss_duration: 2.2541251182556152 (2.3159980773925786) | > loss_1: 39.081825256347656 (31.920652169447678) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024783978095421428 (-0.00015455942887526242) | > avg_loss_disc: 2.392530963971065 (-0.0913264017838693) | > avg_loss_disc_real_0: 0.15244959781949335 (+0.03965314778570944) | > avg_loss_disc_real_1: 0.25456791199170625 (-0.006682363840249894) | > avg_loss_disc_real_2: 0.1909012496471405 (-0.04930347662705642) | > avg_loss_disc_real_3: 0.22895339303291762 (-0.035574461405093905) | > avg_loss_disc_real_4: 0.24343362679848304 (-0.022082097255266636) | > avg_loss_disc_real_5: 0.22837118804454803 (-0.011434065034756302) | > avg_loss_0: 2.392530963971065 (-0.0913264017838693) | > avg_loss_gen: 2.4692743283051706 (+0.040175291208120356) | > avg_loss_kl: 2.415317888443286 (-0.0768322302744946) | > avg_loss_feat: 6.907839866784903 (-0.040274895154513324) | > avg_loss_mel: 17.812222370734585 (-0.5020738014808046) | > avg_loss_duration: 2.3159980773925786 (+0.01244598168593214) | > avg_loss_1: 31.920652169447678 (-0.56655913132888)  > EPOCH: 339/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:54:15)   --> TIME: 2024-06-11 05:54:17 -- STEP: 4/330 -- GLOBAL_STEP: 199875 | > loss_disc: 2.252687931060791 (2.323094666004181) | > loss_disc_real_0: 0.11535705626010895 (0.09974553249776363) | > loss_disc_real_1: 0.19097912311553955 (0.20332061126828194) | > loss_disc_real_2: 0.22379109263420105 (0.18324154242873192) | > loss_disc_real_3: 0.2183142602443695 (0.22164984047412872) | > loss_disc_real_4: 0.20016691088676453 (0.2297627069056034) | > loss_disc_real_5: 0.21687404811382294 (0.2295869141817093) | > loss_0: 2.252687931060791 (2.323094666004181) | > grad_norm_0: tensor(11.9993, device='cuda:0') (tensor(11.4905, device='cuda:0')) | > loss_gen: 2.5933640003204346 (2.5019737482070923) | > loss_kl: 2.0562949180603027 (1.8096475899219513) | > loss_feat: 6.720945358276367 (6.6031447649002075) | > loss_mel: 18.433523178100586 (18.53495693206787) | > loss_duration: 2.2471983432769775 (2.2482226490974426) | > loss_1: 32.051326751708984 (31.697946071624756) | > grad_norm_1: tensor(187.7561, device='cuda:0') (tensor(110.7126, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3643 (0.3574674129486084) | > loader_time: 0.0028 (0.0032471418380737305)  --> TIME: 2024-06-11 05:54:26 -- STEP: 29/330 -- GLOBAL_STEP: 199900 | > loss_disc: 2.3760738372802734 (2.3053085475132384) | > loss_disc_real_0: 0.10642111301422119 (0.10380053288977721) | > loss_disc_real_1: 0.21617062389850616 (0.19743651305807047) | > loss_disc_real_2: 0.21709930896759033 (0.2113762585253551) | > loss_disc_real_3: 0.22326700389385223 (0.2264947171868949) | > loss_disc_real_4: 0.2263672649860382 (0.22698623969637113) | > loss_disc_real_5: 0.22790436446666718 (0.2188381357439633) | > loss_0: 2.3760738372802734 (2.3053085475132384) | > grad_norm_0: tensor(31.0512, device='cuda:0') (tensor(14.5798, device='cuda:0')) | > loss_gen: 2.456286668777466 (2.5434903851870834) | > loss_kl: 1.9014084339141846 (1.8515111619028553) | > loss_feat: 7.066193103790283 (7.130093854049156) | > loss_mel: 18.144845962524414 (18.46385067906873) | > loss_duration: 2.040234088897705 (2.087388005749933) | > loss_1: 31.60896873474121 (32.076334131175074) | > grad_norm_1: tensor(262.1818, device='cuda:0') (tensor(200.5879, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3765 (0.3577992998320481) | > loader_time: 0.0037 (0.0033588409423828125)  --> TIME: 2024-06-11 05:54:36 -- STEP: 54/330 -- GLOBAL_STEP: 199925 | > loss_disc: 2.3801727294921875 (2.3112963614640414) | > loss_disc_real_0: 0.0975448340177536 (0.10729820281267166) | > loss_disc_real_1: 0.22037817537784576 (0.19902971331719999) | > loss_disc_real_2: 0.23512545228004456 (0.21074990238304492) | > loss_disc_real_3: 0.2678752541542053 (0.22743242841075967) | > loss_disc_real_4: 0.24686592817306519 (0.22325355338829536) | > loss_disc_real_5: 0.2298014760017395 (0.21616297242818056) | > loss_0: 2.3801727294921875 (2.3112963614640414) | > grad_norm_0: tensor(7.6846, device='cuda:0') (tensor(15.3898, device='cuda:0')) | > loss_gen: 2.579352855682373 (2.5322955802634906) | > loss_kl: 1.7488161325454712 (1.8571758491021615) | > loss_feat: 7.279181957244873 (7.162370408022845) | > loss_mel: 18.909351348876953 (18.36341593000624) | > loss_duration: 2.010528802871704 (2.053451078909415) | > loss_1: 32.5272331237793 (31.968708780076767) | > grad_norm_1: tensor(121.4611, device='cuda:0') (tensor(198.6862, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3698 (0.3621351939660532) | > loader_time: 0.0043 (0.0035127180593985097)  --> TIME: 2024-06-11 05:54:45 -- STEP: 79/330 -- GLOBAL_STEP: 199950 | > loss_disc: 2.2261476516723633 (2.3142764175994484) | > loss_disc_real_0: 0.11189434677362442 (0.10839565145441249) | > loss_disc_real_1: 0.17641349136829376 (0.19806065608429) | > loss_disc_real_2: 0.18904604017734528 (0.21167173585559748) | > loss_disc_real_3: 0.19046597182750702 (0.22648477912703646) | > loss_disc_real_4: 0.17245469987392426 (0.22420885593076295) | > loss_disc_real_5: 0.21365444362163544 (0.21805592333968682) | > loss_0: 2.2261476516723633 (2.3142764175994484) | > grad_norm_0: tensor(18.8499, device='cuda:0') (tensor(14.8740, device='cuda:0')) | > loss_gen: 2.6271374225616455 (2.526888859422901) | > loss_kl: 1.8795987367630005 (1.869495313378829) | > loss_feat: 7.259759902954102 (7.2349805349036105) | > loss_mel: 18.865970611572266 (18.339818399163736) | > loss_duration: 2.0129611492156982 (2.0411425330970867) | > loss_1: 32.64542770385742 (32.01232555244542) | > grad_norm_1: tensor(298.1377, device='cuda:0') (tensor(192.2259, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3759 (0.3640783798845509) | > loader_time: 0.0036 (0.00356542611423927)  --> TIME: 2024-06-11 05:54:55 -- STEP: 104/330 -- GLOBAL_STEP: 199975 | > loss_disc: 2.3952407836914062 (2.311748903531294) | > loss_disc_real_0: 0.10962675511837006 (0.10952882110499419) | > loss_disc_real_1: 0.15305067598819733 (0.19813291957745183) | > loss_disc_real_2: 0.20563429594039917 (0.21151239711504716) | > loss_disc_real_3: 0.22613142430782318 (0.22753947127897006) | > loss_disc_real_4: 0.25383278727531433 (0.22452375364418214) | > loss_disc_real_5: 0.24845488369464874 (0.21696541630304778) | > loss_0: 2.3952407836914062 (2.311748903531294) | > grad_norm_0: tensor(40.7927, device='cuda:0') (tensor(15.9576, device='cuda:0')) | > loss_gen: 2.6737048625946045 (2.536362427931565) | > loss_kl: 1.825843334197998 (1.8653591172053263) | > loss_feat: 7.5649237632751465 (7.274669408798218) | > loss_mel: 18.347278594970703 (18.315362398441014) | > loss_duration: 2.080049991607666 (2.0401647366010236) | > loss_1: 32.491798400878906 (32.031918103878326) | > grad_norm_1: tensor(345.9061, device='cuda:0') (tensor(209.4082, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3641 (0.3659889835577745) | > loader_time: 0.0038 (0.0036741151259495662)  --> TIME: 2024-06-11 05:55:04 -- STEP: 129/330 -- GLOBAL_STEP: 200000 | > loss_disc: 2.2047367095947266 (2.3094658740731164) | > loss_disc_real_0: 0.0807509645819664 (0.10936153495265533) | > loss_disc_real_1: 0.1901666224002838 (0.19849727620450097) | > loss_disc_real_2: 0.20299291610717773 (0.21235681573549905) | > loss_disc_real_3: 0.21038949489593506 (0.22701545544835025) | > loss_disc_real_4: 0.1987120807170868 (0.22321010895015658) | > loss_disc_real_5: 0.1810888797044754 (0.21577437764914462) | > loss_0: 2.2047367095947266 (2.3094658740731164) | > grad_norm_0: tensor(35.6211, device='cuda:0') (tensor(17.6631, device='cuda:0')) | > loss_gen: 2.7077717781066895 (2.5466539767361422) | > loss_kl: 1.9111089706420898 (1.8605552948722544) | > loss_feat: 6.945980548858643 (7.3077121372370755) | > loss_mel: 18.50450897216797 (18.335546256959894) | > loss_duration: 2.019707441329956 (2.0399412221686783) | > loss_1: 32.08907699584961 (32.09040882790736) | > grad_norm_1: tensor(396.2418, device='cuda:0') (tensor(226.3830, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3763 (0.3669084227362344) | > loader_time: 0.0042 (0.003744106884150542) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_200000.pth  --> TIME: 2024-06-11 05:55:19 -- STEP: 154/330 -- GLOBAL_STEP: 200025 | > loss_disc: 2.2279696464538574 (2.31250675158067) | > loss_disc_real_0: 0.11323411762714386 (0.11092786249015237) | > loss_disc_real_1: 0.16325248777866364 (0.19841821453013983) | > loss_disc_real_2: 0.18302513659000397 (0.2111377116147574) | > loss_disc_real_3: 0.23081234097480774 (0.22765967782054627) | > loss_disc_real_4: 0.22504444420337677 (0.2235832033412797) | > loss_disc_real_5: 0.21685776114463806 (0.21613658935605706) | > loss_0: 2.2279696464538574 (2.31250675158067) | > grad_norm_0: tensor(15.4532, device='cuda:0') (tensor(21.3506, device='cuda:0')) | > loss_gen: 2.707859754562378 (2.553476171060042) | > loss_kl: 2.051706314086914 (1.8681749059008312) | > loss_feat: 7.472727298736572 (7.315837435908132) | > loss_mel: 17.93138313293457 (18.332228833978814) | > loss_duration: 2.024326801300049 (2.0416722266705003) | > loss_1: 32.18800354003906 (32.111389506946914) | > grad_norm_1: tensor(300.8608, device='cuda:0') (tensor(240.0755, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3824 (0.3697804243533642) | > loader_time: 0.0042 (0.003846151488167899)  --> TIME: 2024-06-11 05:55:29 -- STEP: 179/330 -- GLOBAL_STEP: 200050 | > loss_disc: 2.1769766807556152 (2.3179178650818706) | > loss_disc_real_0: 0.08998391032218933 (0.11027225425373241) | > loss_disc_real_1: 0.16448847949504852 (0.19843501751649317) | > loss_disc_real_2: 0.211794912815094 (0.21356512922481452) | > loss_disc_real_3: 0.22682219743728638 (0.22724032393713903) | > loss_disc_real_4: 0.1823798418045044 (0.22404327614014374) | > loss_disc_real_5: 0.2067660540342331 (0.21630938376128342) | > loss_0: 2.1769766807556152 (2.3179178650818706) | > grad_norm_0: tensor(24.8268, device='cuda:0') (tensor(22.8439, device='cuda:0')) | > loss_gen: 2.694462537765503 (2.5578600387999475) | > loss_kl: 1.9182229042053223 (1.8717918216183198) | > loss_feat: 8.075711250305176 (7.334322529798113) | > loss_mel: 18.546306610107422 (18.328306485820736) | > loss_duration: 2.08854603767395 (2.046786747831205) | > loss_1: 33.32324981689453 (32.13906760189121) | > grad_norm_1: tensor(478.0887, device='cuda:0') (tensor(250.5036, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.3842 (0.37202557505176037) | > loader_time: 0.0043 (0.003956019545400609)  --> TIME: 2024-06-11 05:55:39 -- STEP: 204/330 -- GLOBAL_STEP: 200075 | > loss_disc: 2.396131992340088 (2.326315362079469) | > loss_disc_real_0: 0.144101083278656 (0.11256537423925655) | > loss_disc_real_1: 0.20008277893066406 (0.19888359045281134) | > loss_disc_real_2: 0.2380579560995102 (0.21392602685327625) | > loss_disc_real_3: 0.2042004019021988 (0.22770464880501523) | > loss_disc_real_4: 0.2226262092590332 (0.22427328537200011) | > loss_disc_real_5: 0.1949564814567566 (0.21653294256504843) | > loss_0: 2.396131992340088 (2.326315362079469) | > grad_norm_0: tensor(22.8488, device='cuda:0') (tensor(24.2630, device='cuda:0')) | > loss_gen: 2.5677056312561035 (2.549920172083613) | > loss_kl: 1.8806524276733398 (1.873281291886872) | > loss_feat: 7.550394058227539 (7.310296607952492) | > loss_mel: 18.431554794311523 (18.29825935176774) | > loss_duration: 2.046980381011963 (2.053664339523688) | > loss_1: 32.47728729248047 (32.0854217491898) | > grad_norm_1: tensor(228.9119, device='cuda:0') (tensor(260.5813, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.4036 (0.37504785434872484) | > loader_time: 0.0048 (0.004084082210765167)  --> TIME: 2024-06-11 05:55:49 -- STEP: 229/330 -- GLOBAL_STEP: 200100 | > loss_disc: 2.3489909172058105 (2.326606741118117) | > loss_disc_real_0: 0.08357098698616028 (0.11399097895192786) | > loss_disc_real_1: 0.17989686131477356 (0.19945687973082848) | > loss_disc_real_2: 0.16886629164218903 (0.2133121643394362) | > loss_disc_real_3: 0.2331550270318985 (0.2275814121206775) | > loss_disc_real_4: 0.23429399728775024 (0.22468531652308968) | > loss_disc_real_5: 0.2378428429365158 (0.2170354975753476) | > loss_0: 2.3489909172058105 (2.326606741118117) | > grad_norm_0: tensor(13.0422, device='cuda:0') (tensor(24.2359, device='cuda:0')) | > loss_gen: 2.5369372367858887 (2.546142815502451) | > loss_kl: 1.9608954191207886 (1.8744209249987873) | > loss_feat: 7.18378210067749 (7.30140480308033) | > loss_mel: 18.230377197265625 (18.254513369897566) | > loss_duration: 2.1433863639831543 (2.0612732572847037) | > loss_1: 32.05537796020508 (32.03775514161223) | > grad_norm_1: tensor(97.1384, device='cuda:0') (tensor(265.6818, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.4001 (0.37788525314830784) | > loader_time: 0.0052 (0.0042051852530267065)  --> TIME: 2024-06-11 05:56:00 -- STEP: 254/330 -- GLOBAL_STEP: 200125 | > loss_disc: 2.272625207901001 (2.3312297477496875) | > loss_disc_real_0: 0.11849354207515717 (0.1154948703680686) | > loss_disc_real_1: 0.20252740383148193 (0.19940302210060634) | > loss_disc_real_2: 0.21387656033039093 (0.21385731659536286) | > loss_disc_real_3: 0.19071121513843536 (0.22781944075437982) | > loss_disc_real_4: 0.2251085638999939 (0.22510924882541491) | > loss_disc_real_5: 0.21201243996620178 (0.21715464149638425) | > loss_0: 2.272625207901001 (2.3312297477496875) | > grad_norm_0: tensor(47.1315, device='cuda:0') (tensor(26.3061, device='cuda:0')) | > loss_gen: 2.5705971717834473 (2.5446525558711985) | > loss_kl: 1.8624833822250366 (1.8770285314462316) | > loss_feat: 7.7913079261779785 (7.300044855733556) | > loss_mel: 17.80971908569336 (18.22064477815403) | > loss_duration: 2.090256690979004 (2.067657313008944) | > loss_1: 32.12436294555664 (32.01002801309422) | > grad_norm_1: tensor(481.5187, device='cuda:0') (tensor(280.6684, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.4253 (0.38293818789204265) | > loader_time: 0.0058 (0.004338874591617136)  --> TIME: 2024-06-11 05:56:11 -- STEP: 279/330 -- GLOBAL_STEP: 200150 | > loss_disc: 2.5037310123443604 (2.3325637497782266) | > loss_disc_real_0: 0.21144622564315796 (0.11642378608706175) | > loss_disc_real_1: 0.2396673709154129 (0.19944619625059082) | > loss_disc_real_2: 0.22019363939762115 (0.2139628340480148) | > loss_disc_real_3: 0.2197583168745041 (0.22779301246861827) | > loss_disc_real_4: 0.24217650294303894 (0.22486580481025054) | > loss_disc_real_5: 0.2331853210926056 (0.21706459278701457) | > loss_0: 2.5037310123443604 (2.3325637497782266) | > grad_norm_0: tensor(86.6867, device='cuda:0') (tensor(28.4092, device='cuda:0')) | > loss_gen: 2.4599955081939697 (2.5480617818866587) | > loss_kl: 1.9490232467651367 (1.8814503403120144) | > loss_feat: 6.598413467407227 (7.299983860344014) | > loss_mel: 16.779541015625 (18.1860108187549) | > loss_duration: 2.1527457237243652 (2.076350401806573) | > loss_1: 29.93971824645996 (31.99185717319504) | > grad_norm_1: tensor(207.7834, device='cuda:0') (tensor(295.0214, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.4381 (0.38822311825222433) | > loader_time: 0.0063 (0.0044907899740349025)  --> TIME: 2024-06-11 05:56:23 -- STEP: 304/330 -- GLOBAL_STEP: 200175 | > loss_disc: 2.4077632427215576 (2.340294568946486) | > loss_disc_real_0: 0.14150570333003998 (0.11816300481165708) | > loss_disc_real_1: 0.21101705729961395 (0.19978299222298374) | > loss_disc_real_2: 0.2490355670452118 (0.21443600903608298) | > loss_disc_real_3: 0.24392355978488922 (0.2280805315332193) | > loss_disc_real_4: 0.28269320726394653 (0.22514478131932647) | > loss_disc_real_5: 0.23998256027698517 (0.21779949767024898) | > loss_0: 2.4077632427215576 (2.340294568946486) | > grad_norm_0: tensor(38.4460, device='cuda:0') (tensor(30.2187, device='cuda:0')) | > loss_gen: 2.580904006958008 (2.538695771443218) | > loss_kl: 1.8981415033340454 (1.8834783705441576) | > loss_feat: 7.183215141296387 (7.279980215587113) | > loss_mel: 17.171384811401367 (18.134019356024893) | > loss_duration: 2.2281713485717773 (2.086453133507777) | > loss_1: 31.061817169189453 (31.922626827892522) | > grad_norm_1: tensor(427.9579, device='cuda:0') (tensor(303.3971, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.4859 (0.3946126283783662) | > loader_time: 0.0073 (0.004677162358635352)  --> TIME: 2024-06-11 05:56:54 -- STEP: 329/330 -- GLOBAL_STEP: 200200 | > loss_disc: 2.5471079349517822 (2.3436633301360987) | > loss_disc_real_0: 0.1384917050600052 (0.11955239293151348) | > loss_disc_real_1: 0.2148376852273941 (0.20060804164699522) | > loss_disc_real_2: 0.2347005307674408 (0.21452856924396155) | > loss_disc_real_3: 0.23770035803318024 (0.2279590966129013) | > loss_disc_real_4: 0.21161514520645142 (0.22583904717468564) | > loss_disc_real_5: 0.18589314818382263 (0.21796419573409945) | > loss_0: 2.5471079349517822 (2.3436633301360987) | > grad_norm_0: tensor(9.1540, device='cuda:0') (tensor(29.1356, device='cuda:0')) | > loss_gen: 2.070673704147339 (2.5317523704111418) | > loss_kl: 2.2458839416503906 (1.8913009282665774) | > loss_feat: 9.038809776306152 (7.376361464294618) | > loss_mel: 18.593385696411133 (18.0997709372848) | > loss_duration: 2.275862216949463 (2.0998495241066584) | > loss_1: 34.224613189697266 (31.999035142475364) | > grad_norm_1: tensor(123.4533, device='cuda:0') (tensor(299.2153, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 16.9322 (0.4586490186152125) | > loader_time: 0.0349 (0.005143291682095514)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.348870277404785 (2.348870277404785) | > loss_disc_real_0: 0.11288532614707947 (0.11288532614707947) | > loss_disc_real_1: 0.15495166182518005 (0.15495166182518005) | > loss_disc_real_2: 0.24178968369960785 (0.24178968369960785) | > loss_disc_real_3: 0.26609835028648376 (0.26609835028648376) | > loss_disc_real_4: 0.2586209177970886 (0.2586209177970886) | > loss_disc_real_5: 0.23851768672466278 (0.23851768672466278) | > loss_0: 2.348870277404785 (2.348870277404785) | > loss_gen: 2.453869581222534 (2.453869581222534) | > loss_kl: 1.9126313924789429 (1.9126313924789429) | > loss_feat: 6.255870342254639 (6.255870342254639) | > loss_mel: 15.071059226989746 (15.071059226989746) | > loss_duration: 2.8647539615631104 (2.8647539615631104) | > loss_1: 28.558183670043945 (28.558183670043945)  --> STEP: 1 | > loss_disc: 2.400886058807373 (2.400886058807373) | > loss_disc_real_0: 0.07167964428663254 (0.07167964428663254) | > loss_disc_real_1: 0.14058151841163635 (0.14058151841163635) | > loss_disc_real_2: 0.199261873960495 (0.199261873960495) | > loss_disc_real_3: 0.26179009675979614 (0.26179009675979614) | > loss_disc_real_4: 0.2935076355934143 (0.2935076355934143) | > loss_disc_real_5: 0.24242253601551056 (0.24242253601551056) | > loss_0: 2.400886058807373 (2.400886058807373) | > loss_gen: 2.150273561477661 (2.150273561477661) | > loss_kl: 2.8901522159576416 (2.8901522159576416) | > loss_feat: 5.923033237457275 (5.923033237457275) | > loss_mel: 19.383337020874023 (19.383337020874023) | > loss_duration: 2.387878894805908 (2.387878894805908) | > loss_1: 32.734676361083984 (32.734676361083984)  --> STEP: 2 | > loss_disc: 2.204827308654785 (2.302856683731079) | > loss_disc_real_0: 0.08040312677621841 (0.07604138553142548) | > loss_disc_real_1: 0.1390354335308075 (0.13980847597122192) | > loss_disc_real_2: 0.24110634624958038 (0.2201841101050377) | > loss_disc_real_3: 0.22787711024284363 (0.24483360350131989) | > loss_disc_real_4: 0.22674903273582458 (0.26012833416461945) | > loss_disc_real_5: 0.19019292294979095 (0.21630772948265076) | > loss_0: 2.204827308654785 (2.302856683731079) | > loss_gen: 2.5279836654663086 (2.339128613471985) | > loss_kl: 2.989223003387451 (2.9396876096725464) | > loss_feat: 6.843058109283447 (6.383045673370361) | > loss_mel: 18.56231117248535 (18.972824096679688) | > loss_duration: 2.518738269805908 (2.453308582305908) | > loss_1: 33.441314697265625 (33.087995529174805)  --> STEP: 3 | > loss_disc: 2.1806905269622803 (2.262134631474813) | > loss_disc_real_0: 0.12993472814559937 (0.09400583306948344) | > loss_disc_real_1: 0.13710667192935944 (0.13890787462393442) | > loss_disc_real_2: 0.20912209153175354 (0.21649677058060965) | > loss_disc_real_3: 0.2200799584388733 (0.23658238848050436) | > loss_disc_real_4: 0.2576042711734772 (0.2592869798342387) | > loss_disc_real_5: 0.22701695561408997 (0.21987747152646384) | > loss_0: 2.1806905269622803 (2.262134631474813) | > loss_gen: 2.7957615852355957 (2.491339604059855) | > loss_kl: 2.3316996097564697 (2.737024943033854) | > loss_feat: 8.030827522277832 (6.932306289672852) | > loss_mel: 18.15456771850586 (18.700071970621746) | > loss_duration: 2.2185001373291016 (2.3750391006469727) | > loss_1: 33.53135681152344 (33.235782623291016)  --> STEP: 4 | > loss_disc: 1.9310704469680786 (2.1793685853481293) | > loss_disc_real_0: 0.08554930984973907 (0.09189170226454735) | > loss_disc_real_1: 0.11083851754665375 (0.13189053535461426) | > loss_disc_real_2: 0.17253336310386658 (0.20550591871142387) | > loss_disc_real_3: 0.21113340556621552 (0.23022014275193214) | > loss_disc_real_4: 0.1898714154958725 (0.24193308874964714) | > loss_disc_real_5: 0.11879198998212814 (0.1946061011403799) | > loss_0: 1.9310704469680786 (2.1793685853481293) | > loss_gen: 2.592878580093384 (2.5167243480682373) | > loss_kl: 3.1136956214904785 (2.8311926126480103) | > loss_feat: 9.946910858154297 (7.685957431793213) | > loss_mel: 19.13184928894043 (18.808016300201416) | > loss_duration: 2.32222843170166 (2.3618364334106445) | > loss_1: 37.10756301879883 (34.20372772216797)  --> STEP: 5 | > loss_disc: 2.4060490131378174 (2.2247046709060667) | > loss_disc_real_0: 0.11404638737440109 (0.0963226392865181) | > loss_disc_real_1: 0.2537766098976135 (0.1562677502632141) | > loss_disc_real_2: 0.21429063379764557 (0.2072628617286682) | > loss_disc_real_3: 0.2836982011795044 (0.2409157544374466) | > loss_disc_real_4: 0.24053865671157837 (0.2416542023420334) | > loss_disc_real_5: 0.20458148419857025 (0.19660117775201796) | > loss_0: 2.4060490131378174 (2.2247046709060667) | > loss_gen: 2.2847177982330322 (2.4703230381011965) | > loss_kl: 2.7158491611480713 (2.8081239223480225) | > loss_feat: 6.321837902069092 (7.413133525848389) | > loss_mel: 19.64191246032715 (18.974795532226562) | > loss_duration: 2.381404399871826 (2.365750026702881) | > loss_1: 33.34572219848633 (34.03212661743164)  --> STEP: 6 | > loss_disc: 2.6961965560913086 (2.3032866517702737) | > loss_disc_real_0: 0.23118484020233154 (0.118799672772487) | > loss_disc_real_1: 0.14399738609790802 (0.15422268956899643) | > loss_disc_real_2: 0.287576287984848 (0.22064843277136484) | > loss_disc_real_3: 0.2693612575531006 (0.24565667162338892) | > loss_disc_real_4: 0.3576209843158722 (0.2609819993376732) | > loss_disc_real_5: 0.25088992714881897 (0.20564930265148482) | > loss_0: 2.6961965560913086 (2.3032866517702737) | > loss_gen: 2.220196485519409 (2.428635279337565) | > loss_kl: 2.883298635482788 (2.820653041203817) | > loss_feat: 4.621640205383301 (6.947884639104207) | > loss_mel: 14.916207313537598 (18.29836416244507) | > loss_duration: 2.1848154067993164 (2.3355942567189536) | > loss_1: 26.826156616210938 (32.83113161722819)  --> STEP: 7 | > loss_disc: 2.5545802116394043 (2.339185731751578) | > loss_disc_real_0: 0.18900367617607117 (0.12882881611585617) | > loss_disc_real_1: 0.18480615317821503 (0.1585917557988848) | > loss_disc_real_2: 0.20893876254558563 (0.21897562273911067) | > loss_disc_real_3: 0.31068485975265503 (0.25494641278471264) | > loss_disc_real_4: 0.3425034284591675 (0.27262791778360096) | > loss_disc_real_5: 0.3118290901184082 (0.22081784371818816) | > loss_0: 2.5545802116394043 (2.339185731751578) | > loss_gen: 2.436971664428711 (2.429826191493443) | > loss_kl: 3.6306793689727783 (2.936371088027954) | > loss_feat: 5.253903388977051 (6.705887317657471) | > loss_mel: 18.547746658325195 (18.333990233285085) | > loss_duration: 2.5177555084228516 (2.361617292676653) | > loss_1: 32.387054443359375 (32.76769202096121)  --> STEP: 8 | > loss_disc: 2.301501989364624 (2.334475263953209) | > loss_disc_real_0: 0.22841762006282806 (0.14127741660922766) | > loss_disc_real_1: 0.16064147651195526 (0.1588479708880186) | > loss_disc_real_2: 0.1813732236623764 (0.2142753228545189) | > loss_disc_real_3: 0.19497710466384888 (0.24745024926960468) | > loss_disc_real_4: 0.25525185465812683 (0.2704559098929167) | > loss_disc_real_5: 0.1985757201910019 (0.21803757827728987) | > loss_0: 2.301501989364624 (2.334475263953209) | > loss_gen: 2.5460588932037354 (2.4443552792072296) | > loss_kl: 2.9509470462799072 (2.9381930828094482) | > loss_feat: 7.933624267578125 (6.8593544363975525) | > loss_mel: 18.73712158203125 (18.384381651878357) | > loss_duration: 2.2187106609344482 (2.3437539637088776) | > loss_1: 34.3864631652832 (32.970038414001465)  --> STEP: 9 | > loss_disc: 2.2031357288360596 (2.3198819822735257) | > loss_disc_real_0: 0.11380836367607117 (0.13822529961665472) | > loss_disc_real_1: 0.12087805569171906 (0.1546290914217631) | > loss_disc_real_2: 0.18500642478466034 (0.21102322306897905) | > loss_disc_real_3: 0.2470826357603073 (0.2474094033241272) | > loss_disc_real_4: 0.2623721659183502 (0.26955771611796486) | > loss_disc_real_5: 0.2545112371444702 (0.2220902070403099) | > loss_0: 2.2031357288360596 (2.3198819822735257) | > loss_gen: 2.5985043048858643 (2.461482948727078) | > loss_kl: 3.01076340675354 (2.9462564521365695) | > loss_feat: 8.576483726501465 (7.050146579742432) | > loss_mel: 19.409095764160156 (18.498238775465225) | > loss_duration: 2.158010959625244 (2.3231158521440296) | > loss_1: 35.75285720825195 (33.27924050225152)  --> STEP: 10 | > loss_disc: 2.2426862716674805 (2.3121624112129213) | > loss_disc_real_0: 0.20850114524364471 (0.14525288417935373) | > loss_disc_real_1: 0.16795308887958527 (0.15596149116754532) | > loss_disc_real_2: 0.2585952579975128 (0.21578042656183244) | > loss_disc_real_3: 0.24443134665489197 (0.24711159765720367) | > loss_disc_real_4: 0.3292818069458008 (0.27553012520074843) | > loss_disc_real_5: 0.22865204513072968 (0.22274639084935188) | > loss_0: 2.2426862716674805 (2.3121624112129213) | > loss_gen: 2.935725450515747 (2.508907198905945) | > loss_kl: 2.310577154159546 (2.882688522338867) | > loss_feat: 6.638431072235107 (7.008975028991699) | > loss_mel: 19.056562423706055 (18.554071140289306) | > loss_duration: 2.3253536224365234 (2.3233396291732786) | > loss_1: 33.26664733886719 (33.277981185913085)  --> STEP: 11 | > loss_disc: 2.530467987060547 (2.3320083726536143) | > loss_disc_real_0: 0.141433447599411 (0.14490566267208618) | > loss_disc_real_1: 0.15315966308116913 (0.15570677952332931) | > loss_disc_real_2: 0.2620963156223297 (0.21999096193096854) | > loss_disc_real_3: 0.3021489679813385 (0.25211499495939776) | > loss_disc_real_4: 0.2993737757205963 (0.2776977297934619) | > loss_disc_real_5: 0.3077598512172699 (0.23047488724643533) | > loss_0: 2.530467987060547 (2.3320083726536143) | > loss_gen: 2.4515626430511475 (2.5036940574645996) | > loss_kl: 2.6584300994873047 (2.862301392988725) | > loss_feat: 6.2809648513793945 (6.9427922855723985) | > loss_mel: 17.973377227783203 (18.501280784606934) | > loss_duration: 2.442357063293457 (2.334159395911477) | > loss_1: 31.80669403076172 (33.144227808172054)  --> STEP: 12 | > loss_disc: 2.367525339126587 (2.3349681198596954) | > loss_disc_real_0: 0.06677162647247314 (0.1383944929887851) | > loss_disc_real_1: 0.16137026250362396 (0.15617873643835387) | > loss_disc_real_2: 0.31517496705055237 (0.22792296235760054) | > loss_disc_real_3: 0.2785895764827728 (0.2543212100863457) | > loss_disc_real_4: 0.27670469880104065 (0.27761497721076017) | > loss_disc_real_5: 0.21406595408916473 (0.22910747614999613) | > loss_0: 2.367525339126587 (2.3349681198596954) | > loss_gen: 2.3312718868255615 (2.48932554324468) | > loss_kl: 2.2828891277313232 (2.814017037550608) | > loss_feat: 5.250949859619141 (6.801805416742961) | > loss_mel: 18.22437858581543 (18.47820560137431) | > loss_duration: 2.28193998336792 (2.329807778199514) | > loss_1: 30.371429443359375 (32.913161277770996)  --> STEP: 13 | > loss_disc: 2.4311001300811768 (2.3423628898767324) | > loss_disc_real_0: 0.1280032843351364 (0.13759516924619672) | > loss_disc_real_1: 0.2709457576274872 (0.16500696883751795) | > loss_disc_real_2: 0.23913608491420746 (0.2287855102465703) | > loss_disc_real_3: 0.2675202488899231 (0.25533652076354396) | > loss_disc_real_4: 0.21156065165996552 (0.27253387524531447) | > loss_disc_real_5: 0.23061789572238922 (0.22922366227094942) | > loss_0: 2.4311001300811768 (2.3423628898767324) | > loss_gen: 2.3214688301086426 (2.4764134883880615) | > loss_kl: 2.777783155441284 (2.811229815849891) | > loss_feat: 5.580954551696777 (6.7078938117394085) | > loss_mel: 16.338199615478516 (18.3135897563054) | > loss_duration: 2.25076961517334 (2.3237279195051928) | > loss_1: 29.269176483154297 (32.63285475510817)  --> STEP: 14 | > loss_disc: 2.4018898010253906 (2.346614812101637) | > loss_disc_real_0: 0.14495022594928741 (0.1381205304392746) | > loss_disc_real_1: 0.186716228723526 (0.1665576302579471) | > loss_disc_real_2: 0.21323522925376892 (0.22767477588994162) | > loss_disc_real_3: 0.24784483015537262 (0.25480140000581747) | > loss_disc_real_4: 0.26811081171035767 (0.2722179421356747) | > loss_disc_real_5: 0.24667076766490936 (0.2304698840848037) | > loss_0: 2.4018898010253906 (2.346614812101637) | > loss_gen: 2.490863084793091 (2.477445602416992) | > loss_kl: 3.2013449668884277 (2.839095183781215) | > loss_feat: 7.388937950134277 (6.756539821624756) | > loss_mel: 19.330673217773438 (18.38623857498169) | > loss_duration: 2.3503355979919434 (2.325628467968532) | > loss_1: 34.76215362548828 (32.784947531563894)  --> STEP: 15 | > loss_disc: 2.101811408996582 (2.3302945852279664) | > loss_disc_real_0: 0.05884694308042526 (0.1328356246153513) | > loss_disc_real_1: 0.11179798096418381 (0.16290698697169623) | > loss_disc_real_2: 0.20515483617782593 (0.22617344657580057) | > loss_disc_real_3: 0.21125364303588867 (0.2518982162078222) | > loss_disc_real_4: 0.1772765964269638 (0.2658885190884273) | > loss_disc_real_5: 0.14139589667320251 (0.22453161825736365) | > loss_0: 2.101811408996582 (2.3302945852279664) | > loss_gen: 2.42775821685791 (2.474133110046387) | > loss_kl: 3.187483787536621 (2.8623210906982424) | > loss_feat: 9.54334831237793 (6.942327054341634) | > loss_mel: 18.190994262695312 (18.37322228749593) | > loss_duration: 2.297503709793091 (2.3237534840901692) | > loss_1: 35.64708709716797 (32.9757568359375)  --> STEP: 16 | > loss_disc: 2.5031111240386963 (2.341095618903637) | > loss_disc_real_0: 0.0829957127571106 (0.12972063012421126) | > loss_disc_real_1: 0.15790311992168427 (0.16259424528107047) | > loss_disc_real_2: 0.17402081191539764 (0.2229139069095254) | > loss_disc_real_3: 0.2541569769382477 (0.2520393887534738) | > loss_disc_real_4: 0.26645535230636597 (0.2659239461645485) | > loss_disc_real_5: 0.20557351410388947 (0.2233467367477715) | > loss_0: 2.5031111240386963 (2.341095618903637) | > loss_gen: 2.0791852474212646 (2.4494488686323166) | > loss_kl: 2.518214702606201 (2.8408144414424896) | > loss_feat: 6.5155253410339355 (6.915651947259903) | > loss_mel: 17.873981475830078 (18.342019736766815) | > loss_duration: 2.3671998977661133 (2.3264688849449158) | > loss_1: 31.354106903076172 (32.87440371513367)  --> STEP: 17 | > loss_disc: 2.1347577571868896 (2.328958097626181) | > loss_disc_real_0: 0.0916699543595314 (0.1274823550792301) | > loss_disc_real_1: 0.11458300054073334 (0.1597700544139918) | > loss_disc_real_2: 0.20487046241760254 (0.22185252782176523) | > loss_disc_real_3: 0.26388707756996155 (0.2527363116250319) | > loss_disc_real_4: 0.27822238206863403 (0.2666473835706712) | > loss_disc_real_5: 0.19422419369220734 (0.22163364597979715) | > loss_0: 2.1347577571868896 (2.328958097626181) | > loss_gen: 2.5221734046936035 (2.4537267825182747) | > loss_kl: 2.30281400680542 (2.8091673570520737) | > loss_feat: 7.860358715057373 (6.971222933600931) | > loss_mel: 19.39605712890625 (18.404021936304428) | > loss_duration: 2.418752670288086 (2.3318973429062786) | > loss_1: 34.500160217285156 (32.970036450554346)  --> STEP: 18 | > loss_disc: 2.2834548950195312 (2.3264301419258118) | > loss_disc_real_0: 0.04479645937681198 (0.12288869420687352) | > loss_disc_real_1: 0.05902016535401344 (0.15417283835510412) | > loss_disc_real_2: 0.1318133920431137 (0.21685035361184013) | > loss_disc_real_3: 0.2472408562898636 (0.2524310085508559) | > loss_disc_real_4: 0.24860519170761108 (0.26564503957827895) | > loss_disc_real_5: 0.2623077929019928 (0.223893320808808) | > loss_0: 2.2834548950195312 (2.3264301419258118) | > loss_gen: 2.1203460693359375 (2.4352056317859225) | > loss_kl: 2.6837120056152344 (2.8021976153055825) | > loss_feat: 9.30538558959961 (7.100898636711968) | > loss_mel: 19.792184829711914 (18.48114209704929) | > loss_duration: 2.2896370887756348 (2.329549551010132) | > loss_1: 36.19126510620117 (33.14899359809028)  --> STEP: 19 | > loss_disc: 2.348965644836426 (2.3276162210263704) | > loss_disc_real_0: 0.1744832545518875 (0.12560419738292689) | > loss_disc_real_1: 0.161148339509964 (0.1545399699948336) | > loss_disc_real_2: 0.18205295503139496 (0.21501891158129038) | > loss_disc_real_3: 0.19503647089004517 (0.2494102434108132) | > loss_disc_real_4: 0.267402708530426 (0.26573754847049724) | > loss_disc_real_5: 0.19237327575683594 (0.22223437106923052) | > loss_0: 2.348965644836426 (2.3276162210263704) | > loss_gen: 2.2592380046844482 (2.4259441777279505) | > loss_kl: 1.7472507953643799 (2.746674098466572) | > loss_feat: 7.312081336975098 (7.112013515673186) | > loss_mel: 18.756765365600586 (18.49564858486778) | > loss_duration: 2.3026888370513916 (2.3281358292228296) | > loss_1: 32.37802505493164 (33.108416306345084)  --> STEP: 20 | > loss_disc: 2.2836108207702637 (2.3254159510135652) | > loss_disc_real_0: 0.11100506037473679 (0.12487424053251739) | > loss_disc_real_1: 0.10123603045940399 (0.15187477301806213) | > loss_disc_real_2: 0.2881217300891876 (0.21867405250668526) | > loss_disc_real_3: 0.2592529058456421 (0.24990237653255462) | > loss_disc_real_4: 0.23270761966705322 (0.26408605203032504) | > loss_disc_real_5: 0.21744760870933533 (0.22199503295123577) | > loss_0: 2.2836108207702637 (2.3254159510135652) | > loss_gen: 2.3683979511260986 (2.423066866397858) | > loss_kl: 1.9339486360549927 (2.706037825345993) | > loss_feat: 7.183938026428223 (7.115609741210937) | > loss_mel: 20.924585342407227 (18.61709542274475) | > loss_duration: 2.306591510772705 (2.3270586133003235) | > loss_1: 34.71746063232422 (33.18886852264404)  --> STEP: 21 | > loss_disc: 2.0413129329681396 (2.3118872358685447) | > loss_disc_real_0: 0.16468563675880432 (0.1267700213051977) | > loss_disc_real_1: 0.1928856521844864 (0.15382767202598707) | > loss_disc_real_2: 0.19806692004203796 (0.21769276048455918) | > loss_disc_real_3: 0.15501411259174347 (0.24538388777346837) | > loss_disc_real_4: 0.16142162680625916 (0.2591972698767981) | > loss_disc_real_5: 0.16482064127922058 (0.219272442871616) | > loss_0: 2.0413129329681396 (2.3118872358685447) | > loss_gen: 2.421295404434204 (2.4229825110662553) | > loss_kl: 2.4729676246643066 (2.6949392443611506) | > loss_feat: 6.176863670349121 (7.070907547360375) | > loss_mel: 16.958106994628906 (18.538095973786852) | > loss_duration: 2.1650338172912598 (2.3193431468237016) | > loss_1: 30.19426727294922 (33.046268463134766)  --> STEP: 22 | > loss_disc: 2.1968042850494385 (2.3066561926494944) | > loss_disc_real_0: 0.11420271545648575 (0.12619878013025626) | > loss_disc_real_1: 0.10265178978443146 (0.15150149556046183) | > loss_disc_real_2: 0.14011991024017334 (0.2141667218370871) | > loss_disc_real_3: 0.20300395786762238 (0.24345752732320267) | > loss_disc_real_4: 0.17568393051624298 (0.2554012089967728) | > loss_disc_real_5: 0.18900161981582642 (0.21789649636908012) | > loss_0: 2.1968042850494385 (2.3066561926494944) | > loss_gen: 2.3529388904571533 (2.4197987101294776) | > loss_kl: 2.3235480785369873 (2.6780578277327796) | > loss_feat: 8.974526405334473 (7.157435677268288) | > loss_mel: 21.47859764099121 (18.67175514047796) | > loss_duration: 2.160539150238037 (2.3121247833425347) | > loss_1: 37.2901496887207 (33.23917215520685)  --> STEP: 23 | > loss_disc: 2.6719205379486084 (2.3225372511407603) | > loss_disc_real_0: 0.1250796914100647 (0.12615012409894358) | > loss_disc_real_1: 0.20383061468601227 (0.15377667465287706) | > loss_disc_real_2: 0.3439331650733948 (0.21980874110823093) | > loss_disc_real_3: 0.31630730628967285 (0.246624909017397) | > loss_disc_real_4: 0.29971373081207275 (0.2573278403800467) | > loss_disc_real_5: 0.29851046204566956 (0.22140145139849704) | > loss_0: 2.6719205379486084 (2.3225372511407603) | > loss_gen: 2.2661385536193848 (2.413117833759473) | > loss_kl: 2.2491605281829834 (2.659410119056701) | > loss_feat: 4.664496421813965 (7.049047013987666) | > loss_mel: 17.275678634643555 (18.61105616196342) | > loss_duration: 2.2868824005126953 (2.3110272884368896) | > loss_1: 28.742355346679688 (33.04365838092306)  --> STEP: 24 | > loss_disc: 2.54750657081604 (2.331910972793897) | > loss_disc_real_0: 0.15161067247390747 (0.12721098028123373) | > loss_disc_real_1: 0.1636175662279129 (0.15418671180183688) | > loss_disc_real_2: 0.2360532134771347 (0.2204855941236019) | > loss_disc_real_3: 0.27511706948280334 (0.24781208237012228) | > loss_disc_real_4: 0.3215315341949463 (0.2600029942890008) | > loss_disc_real_5: 0.25851643085479736 (0.2229479088758429) | > loss_0: 2.54750657081604 (2.331910972793897) | > loss_gen: 2.3173346519470215 (2.409126867850621) | > loss_kl: 2.71802020072937 (2.6618522057930627) | > loss_feat: 6.996713161468506 (7.046866436799367) | > loss_mel: 19.028587341308594 (18.628453294436135) | > loss_duration: 2.418272018432617 (2.3154958188533783) | > loss_1: 33.47892761230469 (33.0617945988973)  --> STEP: 25 | > loss_disc: 2.4080216884613037 (2.334955401420593) | > loss_disc_real_0: 0.09810400009155273 (0.1260467010736465) | > loss_disc_real_1: 0.1563825011253357 (0.15427454337477683) | > loss_disc_real_2: 0.22695448994636536 (0.22074434995651246) | > loss_disc_real_3: 0.2872878909111023 (0.24939111471176148) | > loss_disc_real_4: 0.2497275322675705 (0.25959197580814364) | > loss_disc_real_5: 0.20632578432559967 (0.22228302389383317) | > loss_0: 2.4080216884613037 (2.334955401420593) | > loss_gen: 2.1208558082580566 (2.3975960254669184) | > loss_kl: 2.4512526988983154 (2.6534282255172728) | > loss_feat: 5.1251983642578125 (6.969999713897705) | > loss_mel: 15.319170951843262 (18.496082000732418) | > loss_duration: 2.326538562774658 (2.3159375286102293) | > loss_1: 27.343015670776367 (32.83304344177246)  --> STEP: 26 | > loss_disc: 2.579012870788574 (2.3443422271655154) | > loss_disc_real_0: 0.1231497973203659 (0.1259352816985203) | > loss_disc_real_1: 0.10412987321615219 (0.15234590221482974) | > loss_disc_real_2: 0.1932794600725174 (0.21968800803789726) | > loss_disc_real_3: 0.15918248891830444 (0.2459215521812439) | > loss_disc_real_4: 0.15065620839595795 (0.2554021385999827) | > loss_disc_real_5: 0.11901064962148666 (0.2183110094987429) | > loss_0: 2.579012870788574 (2.3443422271655154) | > loss_gen: 1.7105724811553955 (2.3711720429933982) | > loss_kl: 2.2218563556671143 (2.636829307446113) | > loss_feat: 14.6398344039917 (7.264993355824397) | > loss_mel: 19.183307647705078 (18.522513756385212) | > loss_duration: 2.3079967498779297 (2.3156321140436025) | > loss_1: 40.063568115234375 (33.111140544597916) --> EVAL PERFORMANCE | > avg_loader_time: 0.002369266289931077 (-0.0001091315196110657) | > avg_loss_disc: 2.3443422271655154 (-0.04818873680554958) | > avg_loss_disc_real_0: 0.1259352816985203 (-0.026514316120973047) | > avg_loss_disc_real_1: 0.15234590221482974 (-0.10222200977687651) | > avg_loss_disc_real_2: 0.21968800803789726 (+0.028786758390756756) | > avg_loss_disc_real_3: 0.2459215521812439 (+0.01696815914832628) | > avg_loss_disc_real_4: 0.2554021385999827 (+0.011968511801499632) | > avg_loss_disc_real_5: 0.2183110094987429 (-0.010060178545805126) | > avg_loss_0: 2.3443422271655154 (-0.04818873680554958) | > avg_loss_gen: 2.3711720429933982 (-0.09810228531177234) | > avg_loss_kl: 2.636829307446113 (+0.22151141900282711) | > avg_loss_feat: 7.264993355824397 (+0.3571534890394945) | > avg_loss_mel: 18.522513756385212 (+0.7102913856506277) | > avg_loss_duration: 2.3156321140436025 (-0.00036596334897609495) | > avg_loss_1: 33.111140544597916 (+1.1904883751502382)  > EPOCH: 340/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:57:00)   --> TIME: 2024-06-11 05:57:09 -- STEP: 24/330 -- GLOBAL_STEP: 200225 | > loss_disc: 2.302417039871216 (2.3385699490706124) | > loss_disc_real_0: 0.10334751754999161 (0.10850808148582776) | > loss_disc_real_1: 0.1644999235868454 (0.20000632852315903) | > loss_disc_real_2: 0.23661568760871887 (0.21491589645544687) | > loss_disc_real_3: 0.2500598132610321 (0.2306526650985082) | > loss_disc_real_4: 0.22590652108192444 (0.22685104608535767) | > loss_disc_real_5: 0.21194978058338165 (0.2177576602747043) | > loss_0: 2.302417039871216 (2.3385699490706124) | > grad_norm_0: tensor(20.7053, device='cuda:0') (tensor(8.5774, device='cuda:0')) | > loss_gen: 2.570719003677368 (2.5020586947600045) | > loss_kl: 1.8943901062011719 (1.8065275400877) | > loss_feat: 7.854836940765381 (7.197245001792908) | > loss_mel: 18.79950523376465 (18.658985296885174) | > loss_duration: 1.994075059890747 (2.1090296606222787) | > loss_1: 33.113525390625 (32.273846546808876) | > grad_norm_1: tensor(104.0689, device='cuda:0') (tensor(85.2977, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3509 (0.3507063388824463) | > loader_time: 0.0033 (0.0031471053759256997)  --> TIME: 2024-06-11 05:57:19 -- STEP: 49/330 -- GLOBAL_STEP: 200250 | > loss_disc: 2.285518169403076 (2.340091282007645) | > loss_disc_real_0: 0.13061733543872833 (0.11245967219678724) | > loss_disc_real_1: 0.18472832441329956 (0.20036342800879964) | > loss_disc_real_2: 0.21788837015628815 (0.21297588731561387) | > loss_disc_real_3: 0.1790894716978073 (0.22810783526118922) | > loss_disc_real_4: 0.18196752667427063 (0.2254944714356442) | > loss_disc_real_5: 0.17017419636249542 (0.2178433005298887) | > loss_0: 2.285518169403076 (2.340091282007645) | > grad_norm_0: tensor(4.6616, device='cuda:0') (tensor(8.4554, device='cuda:0')) | > loss_gen: 2.451638698577881 (2.499017725185472) | > loss_kl: 1.791744351387024 (1.8044105622233177) | > loss_feat: 6.9567694664001465 (7.177527126000852) | > loss_mel: 17.05144691467285 (18.53188678196499) | > loss_duration: 1.9764161109924316 (2.062521795837247) | > loss_1: 30.228015899658203 (32.075364171242235) | > grad_norm_1: tensor(71.1450, device='cuda:0') (tensor(87.0166, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3738 (0.3591016555319027) | > loader_time: 0.0041 (0.0034710436451191803)  --> TIME: 2024-06-11 05:57:28 -- STEP: 74/330 -- GLOBAL_STEP: 200275 | > loss_disc: 2.3445022106170654 (2.3341110719216833) | > loss_disc_real_0: 0.10823322087526321 (0.11321950009143031) | > loss_disc_real_1: 0.19175003468990326 (0.19900720788014903) | > loss_disc_real_2: 0.20571480691432953 (0.21323055874656988) | > loss_disc_real_3: 0.2625958025455475 (0.22721242381108775) | > loss_disc_real_4: 0.23783332109451294 (0.22562135333144986) | > loss_disc_real_5: 0.2433542013168335 (0.21751746112430417) | > loss_0: 2.3445022106170654 (2.3341110719216833) | > grad_norm_0: tensor(7.8466, device='cuda:0') (tensor(8.7114, device='cuda:0')) | > loss_gen: 2.4875190258026123 (2.502283988772212) | > loss_kl: 1.818328857421875 (1.8397650605923421) | > loss_feat: 7.281888961791992 (7.187879001772082) | > loss_mel: 18.427776336669922 (18.488889874638737) | > loss_duration: 1.9429559707641602 (2.0440718612155404) | > loss_1: 31.95846939086914 (32.06288992392052) | > grad_norm_1: tensor(106.6893, device='cuda:0') (tensor(90.2882, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3847 (0.3632389468115729) | > loader_time: 0.0039 (0.0036457454836046374)  --> TIME: 2024-06-11 05:57:38 -- STEP: 99/330 -- GLOBAL_STEP: 200300 | > loss_disc: 2.39937424659729 (2.335778209898207) | > loss_disc_real_0: 0.07590702176094055 (0.11271809620989694) | > loss_disc_real_1: 0.20026960968971252 (0.19897452628973758) | > loss_disc_real_2: 0.18263742327690125 (0.2137241139255389) | > loss_disc_real_3: 0.2523336112499237 (0.2274458510707123) | > loss_disc_real_4: 0.27269262075424194 (0.22665184721200152) | > loss_disc_real_5: 0.2119346410036087 (0.21837631725903714) | > loss_0: 2.39937424659729 (2.335778209898207) | > grad_norm_0: tensor(8.0414, device='cuda:0') (tensor(8.9594, device='cuda:0')) | > loss_gen: 2.465847969055176 (2.5035133650808628) | > loss_kl: 1.8782591819763184 (1.8555795700863154) | > loss_feat: 6.885435581207275 (7.1679482604518086) | > loss_mel: 18.27171516418457 (18.38768192252728) | > loss_duration: 2.0445847511291504 (2.0409202334856746) | > loss_1: 31.54584312438965 (31.955643451575085) | > grad_norm_1: tensor(89.6371, device='cuda:0') (tensor(96.1029, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3797 (0.36693776496733077) | > loader_time: 0.0043 (0.0037487805491746074)  --> TIME: 2024-06-11 05:57:47 -- STEP: 124/330 -- GLOBAL_STEP: 200325 | > loss_disc: 2.356088876724243 (2.336199168236025) | > loss_disc_real_0: 0.09339118003845215 (0.11419997454410599) | > loss_disc_real_1: 0.20629659295082092 (0.19765919759388892) | > loss_disc_real_2: 0.19228322803974152 (0.2145270020250351) | > loss_disc_real_3: 0.18876463174819946 (0.22788497541219957) | > loss_disc_real_4: 0.18406634032726288 (0.22588830465270626) | > loss_disc_real_5: 0.18221375346183777 (0.21819021528767002) | > loss_0: 2.356088876724243 (2.336199168236025) | > grad_norm_0: tensor(5.4927, device='cuda:0') (tensor(9.4870, device='cuda:0')) | > loss_gen: 2.52847957611084 (2.4981535250140774) | > loss_kl: 1.8722783327102661 (1.8585708631623177) | > loss_feat: 7.945061206817627 (7.175174620843703) | > loss_mel: 19.45048713684082 (18.334198505647727) | > loss_duration: 2.0418648719787598 (2.0418911172497656) | > loss_1: 33.838172912597656 (31.90798880977016) | > grad_norm_1: tensor(42.7130, device='cuda:0') (tensor(101.8549, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3533 (0.36774612434448734) | > loader_time: 0.004 (0.003844928356908983)  --> TIME: 2024-06-11 05:57:57 -- STEP: 149/330 -- GLOBAL_STEP: 200350 | > loss_disc: 2.2959952354431152 (2.33846339763411) | > loss_disc_real_0: 0.1250484734773636 (0.11484447676663431) | > loss_disc_real_1: 0.2264208048582077 (0.197935916133375) | > loss_disc_real_2: 0.2045421600341797 (0.21442129587967124) | > loss_disc_real_3: 0.22289305925369263 (0.2281545517628625) | > loss_disc_real_4: 0.2343589812517166 (0.2272773791079553) | > loss_disc_real_5: 0.22764579951763153 (0.21895711463969825) | > loss_0: 2.2959952354431152 (2.33846339763411) | > grad_norm_0: tensor(18.4921, device='cuda:0') (tensor(11.6356, device='cuda:0')) | > loss_gen: 2.554307222366333 (2.496279118045065) | > loss_kl: 1.836519718170166 (1.863273369385892) | > loss_feat: 6.962465286254883 (7.163711647059293) | > loss_mel: 18.475399017333984 (18.294016460444308) | > loss_duration: 2.07131290435791 (2.0436050939879955) | > loss_1: 31.900005340576172 (31.860885850535148) | > grad_norm_1: tensor(275.5351, device='cuda:0') (tensor(128.9657, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3631 (0.37006019265859724) | > loader_time: 0.0048 (0.003919259013745609)  --> TIME: 2024-06-11 05:58:07 -- STEP: 174/330 -- GLOBAL_STEP: 200375 | > loss_disc: 2.373394250869751 (2.335087539135724) | > loss_disc_real_0: 0.08064506947994232 (0.11607895890015295) | > loss_disc_real_1: 0.20775067806243896 (0.19748399380979875) | > loss_disc_real_2: 0.20435698330402374 (0.21404464131799236) | > loss_disc_real_3: 0.2518985867500305 (0.22785375678333744) | > loss_disc_real_4: 0.2399643510580063 (0.22723372297725458) | > loss_disc_real_5: 0.24397413432598114 (0.21840370857510075) | > loss_0: 2.373394250869751 (2.335087539135724) | > grad_norm_0: tensor(40.6611, device='cuda:0') (tensor(14.3104, device='cuda:0')) | > loss_gen: 2.384803533554077 (2.5086806437064864) | > loss_kl: 1.993052363395691 (1.8689864305244095) | > loss_feat: 6.9487714767456055 (7.202965643214084) | > loss_mel: 17.95792579650879 (18.299431121212308) | > loss_duration: 2.138080596923828 (2.0472643512418878) | > loss_1: 31.42263412475586 (31.92732831801492) | > grad_norm_1: tensor(272.5264, device='cuda:0') (tensor(149.8061, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3746 (0.3713472834948837) | > loader_time: 0.0045 (0.004007538159688311)  --> TIME: 2024-06-11 05:58:17 -- STEP: 199/330 -- GLOBAL_STEP: 200400 | > loss_disc: 2.2034518718719482 (2.329672401274869) | > loss_disc_real_0: 0.07929611206054688 (0.11542846163238712) | > loss_disc_real_1: 0.22602006793022156 (0.1971241214766575) | > loss_disc_real_2: 0.22600668668746948 (0.2138261244674424) | > loss_disc_real_3: 0.24279244244098663 (0.2272473462861986) | > loss_disc_real_4: 0.22917726635932922 (0.225812211782489) | > loss_disc_real_5: 0.2415107637643814 (0.21791434909530621) | > loss_0: 2.2034518718719482 (2.329672401274869) | > grad_norm_0: tensor(25.0571, device='cuda:0') (tensor(16.4884, device='cuda:0')) | > loss_gen: 2.9402246475219727 (2.5242399953717563) | > loss_kl: 1.91521155834198 (1.8747681762704898) | > loss_feat: 6.899226665496826 (7.227769310150913) | > loss_mel: 18.05503273010254 (18.261943980077998) | > loss_duration: 2.1601462364196777 (2.0537075289529763) | > loss_1: 31.9698429107666 (31.942429135193183) | > grad_norm_1: tensor(293.6896, device='cuda:0') (tensor(168.6834, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.4077 (0.3736176742381188) | > loader_time: 0.0052 (0.004133162186972456)  --> TIME: 2024-06-11 05:58:27 -- STEP: 224/330 -- GLOBAL_STEP: 200425 | > loss_disc: 2.286787509918213 (2.336541371686118) | > loss_disc_real_0: 0.07823197543621063 (0.11497177644300141) | > loss_disc_real_1: 0.17969444394111633 (0.1981246991615211) | > loss_disc_real_2: 0.200801819562912 (0.21443117137200066) | > loss_disc_real_3: 0.24210602045059204 (0.22809005894565157) | > loss_disc_real_4: 0.203273743391037 (0.22675093130341598) | > loss_disc_real_5: 0.22356395423412323 (0.21855489809864334) | > loss_0: 2.286787509918213 (2.336541371686118) | > grad_norm_0: tensor(16.0808, device='cuda:0') (tensor(18.4439, device='cuda:0')) | > loss_gen: 2.479201555252075 (2.522961625031063) | > loss_kl: 1.7237927913665771 (1.877490339002439) | > loss_feat: 7.73455286026001 (7.217655763030052) | > loss_mel: 18.38233757019043 (18.237079824720094) | > loss_duration: 2.1609597206115723 (2.0600109738963) | > loss_1: 32.4808464050293 (31.915198658193866) | > grad_norm_1: tensor(102.1187, device='cuda:0') (tensor(188.2876, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.3892 (0.3771580957940648) | > loader_time: 0.0051 (0.004275025001593999)  --> TIME: 2024-06-11 05:58:38 -- STEP: 249/330 -- GLOBAL_STEP: 200450 | > loss_disc: 2.321800708770752 (2.3360606494198843) | > loss_disc_real_0: 0.10909849405288696 (0.11538996860145564) | > loss_disc_real_1: 0.19388921558856964 (0.19809000870310164) | > loss_disc_real_2: 0.2104228436946869 (0.214391096050002) | > loss_disc_real_3: 0.25080612301826477 (0.22771733412780915) | > loss_disc_real_4: 0.25272414088249207 (0.22677751591646048) | > loss_disc_real_5: 0.21412058174610138 (0.21820088437043997) | > loss_0: 2.321800708770752 (2.3360606494198843) | > grad_norm_0: tensor(20.6017, device='cuda:0') (tensor(19.2498, device='cuda:0')) | > loss_gen: 2.6764280796051025 (2.5217651554858356) | > loss_kl: 1.8680626153945923 (1.8778269439337243) | > loss_feat: 6.794005870819092 (7.214702878132402) | > loss_mel: 18.08076286315918 (18.217917109110253) | > loss_duration: 2.124401092529297 (2.067141942709805) | > loss_1: 31.54366111755371 (31.899354161028885) | > grad_norm_1: tensor(290.2635, device='cuda:0') (tensor(196.9096, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.4166 (0.38175514615683204) | > loader_time: 0.0059 (0.004425820576617997)  --> TIME: 2024-06-11 05:58:49 -- STEP: 274/330 -- GLOBAL_STEP: 200475 | > loss_disc: 2.3739328384399414 (2.3365887203355777) | > loss_disc_real_0: 0.12400652468204498 (0.11594687724472398) | > loss_disc_real_1: 0.21917766332626343 (0.19851572425478572) | > loss_disc_real_2: 0.19336208701133728 (0.21425662162530162) | > loss_disc_real_3: 0.21571004390716553 (0.22794005796857122) | > loss_disc_real_4: 0.2016294300556183 (0.22682940144173422) | > loss_disc_real_5: 0.20685292780399323 (0.2183559861605185) | > loss_0: 2.3739328384399414 (2.3365887203355777) | > grad_norm_0: tensor(19.6425, device='cuda:0') (tensor(19.8308, device='cuda:0')) | > loss_gen: 2.4919626712799072 (2.5200457816576445) | > loss_kl: 1.9118800163269043 (1.8840693966315611) | > loss_feat: 7.3105340003967285 (7.21333916691968) | > loss_mel: 16.883726119995117 (18.16740439756072) | > loss_duration: 2.171452522277832 (2.0749908755295476) | > loss_1: 30.769554138183594 (31.85984973489803) | > grad_norm_1: tensor(329.7295, device='cuda:0') (tensor(209.3752, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.4463 (0.38659724875958307) | > loader_time: 0.0058 (0.00458086146055347)  --> TIME: 2024-06-11 05:59:01 -- STEP: 299/330 -- GLOBAL_STEP: 200500 | > loss_disc: 2.28752064704895 (2.339308291374641) | > loss_disc_real_0: 0.1529592126607895 (0.1173565441674014) | > loss_disc_real_1: 0.19545204937458038 (0.19901948305077383) | > loss_disc_real_2: 0.22082078456878662 (0.21422694324450345) | > loss_disc_real_3: 0.2344888150691986 (0.2280632949194382) | > loss_disc_real_4: 0.22549426555633545 (0.22653726615435307) | > loss_disc_real_5: 0.21925587952136993 (0.21853149794415885) | > loss_0: 2.28752064704895 (2.339308291374641) | > grad_norm_0: tensor(62.3780, device='cuda:0') (tensor(22.5890, device='cuda:0')) | > loss_gen: 2.539991855621338 (2.5202771987404717) | > loss_kl: 2.0082802772521973 (1.890698523425737) | > loss_feat: 8.020723342895508 (7.2328304239738745) | > loss_mel: 18.02275276184082 (18.13172448199727) | > loss_duration: 2.236992835998535 (2.084872359017465) | > loss_1: 32.828739166259766 (31.860403105566732) | > grad_norm_1: tensor(438.9119, device='cuda:0') (tensor(229.4935, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.4715 (0.3923494265629696) | > loader_time: 0.0071 (0.004756803895318789) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_200500.pth  --> TIME: 2024-06-11 05:59:20 -- STEP: 324/330 -- GLOBAL_STEP: 200525 | > loss_disc: 2.5234689712524414 (2.3423419101738654) | > loss_disc_real_0: 0.09664621949195862 (0.11695151981886154) | > loss_disc_real_1: 0.3152184784412384 (0.20013770806016745) | > loss_disc_real_2: 0.21997866034507751 (0.21427304191905772) | > loss_disc_real_3: 0.316921204328537 (0.22805252763224237) | > loss_disc_real_4: 0.20287400484085083 (0.22683270537742867) | > loss_disc_real_5: 0.28917208313941956 (0.21914076947687586) | > loss_0: 2.5234689712524414 (2.3423419101738654) | > grad_norm_0: tensor(53.9804, device='cuda:0') (tensor(23.2032, device='cuda:0')) | > loss_gen: 2.4370338916778564 (2.5221742803667793) | > loss_kl: 2.190131664276123 (1.9008083523791512) | > loss_feat: 7.647167205810547 (7.29350909921858) | > loss_mel: 17.569456100463867 (18.10034392498156) | > loss_duration: 2.278430461883545 (2.098373508011853) | > loss_1: 32.12221908569336 (31.915209263931086) | > grad_norm_1: tensor(365.1002, device='cuda:0') (tensor(240.9789, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.5992 (0.40453116393383654) | > loader_time: 0.0103 (0.005113004166402938)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2275218963623047 (2.2275218963623047) | > loss_disc_real_0: 0.11494389176368713 (0.11494389176368713) | > loss_disc_real_1: 0.26217135787010193 (0.26217135787010193) | > loss_disc_real_2: 0.22864200174808502 (0.22864200174808502) | > loss_disc_real_3: 0.22326712310314178 (0.22326712310314178) | > loss_disc_real_4: 0.22909149527549744 (0.22909149527549744) | > loss_disc_real_5: 0.22944441437721252 (0.22944441437721252) | > loss_0: 2.2275218963623047 (2.2275218963623047) | > loss_gen: 2.842195987701416 (2.842195987701416) | > loss_kl: 2.3143088817596436 (2.3143088817596436) | > loss_feat: 8.44829273223877 (8.44829273223877) | > loss_mel: 17.414424896240234 (17.414424896240234) | > loss_duration: 2.9159436225891113 (2.9159436225891113) | > loss_1: 33.93516540527344 (33.93516540527344)  --> STEP: 1 | > loss_disc: 2.5142710208892822 (2.5142710208892822) | > loss_disc_real_0: 0.13152170181274414 (0.13152170181274414) | > loss_disc_real_1: 0.1886395663022995 (0.1886395663022995) | > loss_disc_real_2: 0.2195308655500412 (0.2195308655500412) | > loss_disc_real_3: 0.25921884179115295 (0.25921884179115295) | > loss_disc_real_4: 0.27518054842948914 (0.27518054842948914) | > loss_disc_real_5: 0.31743988394737244 (0.31743988394737244) | > loss_0: 2.5142710208892822 (2.5142710208892822) | > loss_gen: 2.4373719692230225 (2.4373719692230225) | > loss_kl: 2.3965065479278564 (2.3965065479278564) | > loss_feat: 5.756278038024902 (5.756278038024902) | > loss_mel: 18.985095977783203 (18.985095977783203) | > loss_duration: 2.3029298782348633 (2.3029298782348633) | > loss_1: 31.87818145751953 (31.87818145751953)  --> STEP: 2 | > loss_disc: 2.5189905166625977 (2.51663076877594) | > loss_disc_real_0: 0.07669821381568909 (0.10410995781421661) | > loss_disc_real_1: 0.2526443302631378 (0.22064194828271866) | > loss_disc_real_2: 0.21609078347682953 (0.21781082451343536) | > loss_disc_real_3: 0.2658729553222656 (0.2625458985567093) | > loss_disc_real_4: 0.3562711477279663 (0.3157258480787277) | > loss_disc_real_5: 0.28209975361824036 (0.2997698187828064) | > loss_0: 2.5189905166625977 (2.51663076877594) | > loss_gen: 2.316718101501465 (2.3770450353622437) | > loss_kl: 2.6002447605133057 (2.498375654220581) | > loss_feat: 4.910037040710449 (5.333157539367676) | > loss_mel: 19.983474731445312 (19.484285354614258) | > loss_duration: 2.488006114959717 (2.39546799659729) | > loss_1: 32.29848098754883 (32.08833122253418)  --> STEP: 3 | > loss_disc: 2.2903194427490234 (2.4411936601003013) | > loss_disc_real_0: 0.11829735338687897 (0.10883908967177074) | > loss_disc_real_1: 0.1492174118757248 (0.19683376948038736) | > loss_disc_real_2: 0.19120453298091888 (0.2089420606692632) | > loss_disc_real_3: 0.22400006651878357 (0.24969728787740073) | > loss_disc_real_4: 0.2869989573955536 (0.306150217851003) | > loss_disc_real_5: 0.22879569232463837 (0.27611177663008374) | > loss_0: 2.2903194427490234 (2.4411936601003013) | > loss_gen: 2.358485221862793 (2.3708584308624268) | > loss_kl: 2.263983964920044 (2.420245091120402) | > loss_feat: 7.208343029022217 (5.9582193692525225) | > loss_mel: 20.05784797668457 (19.675472895304363) | > loss_duration: 2.228367567062378 (2.339767853418986) | > loss_1: 34.117027282714844 (32.7645632425944)  --> STEP: 4 | > loss_disc: 2.404383659362793 (2.431991159915924) | > loss_disc_real_0: 0.12027236074209213 (0.11169740743935108) | > loss_disc_real_1: 0.21662215888500214 (0.20178086683154106) | > loss_disc_real_2: 0.20823271572589874 (0.2087647244334221) | > loss_disc_real_3: 0.1973418891429901 (0.23660843819379807) | > loss_disc_real_4: 0.2110656052827835 (0.28237906470894814) | > loss_disc_real_5: 0.16587966680526733 (0.24855374917387962) | > loss_0: 2.404383659362793 (2.431991159915924) | > loss_gen: 2.336592435836792 (2.362291932106018) | > loss_kl: 2.4914400577545166 (2.4380438327789307) | > loss_feat: 9.134176254272461 (6.752208590507507) | > loss_mel: 18.26375389099121 (19.322543144226074) | > loss_duration: 2.3041820526123047 (2.3308714032173157) | > loss_1: 34.53014373779297 (33.20595836639404)  --> STEP: 5 | > loss_disc: 2.723141670227051 (2.4902212619781494) | > loss_disc_real_0: 0.23968936502933502 (0.13729579895734786) | > loss_disc_real_1: 0.320549875497818 (0.22553466856479645) | > loss_disc_real_2: 0.2573350667953491 (0.2184787929058075) | > loss_disc_real_3: 0.31157684326171875 (0.2516021192073822) | > loss_disc_real_4: 0.267951101064682 (0.2794934719800949) | > loss_disc_real_5: 0.2832816243171692 (0.2554993242025375) | > loss_0: 2.723141670227051 (2.4902212619781494) | > loss_gen: 2.469322919845581 (2.3836981296539306) | > loss_kl: 2.620997428894043 (2.474634552001953) | > loss_feat: 4.615597248077393 (6.324886322021484) | > loss_mel: 18.70071792602539 (19.198178100585938) | > loss_duration: 2.3350777626037598 (2.3317126750946047) | > loss_1: 30.74171257019043 (32.71310920715332)  --> STEP: 6 | > loss_disc: 2.2770166397094727 (2.454687158266703) | > loss_disc_real_0: 0.1568775624036789 (0.14055942619840303) | > loss_disc_real_1: 0.3001525402069092 (0.23797098050514856) | > loss_disc_real_2: 0.2744278311729431 (0.22780363261699677) | > loss_disc_real_3: 0.27961575984954834 (0.2562710593144099) | > loss_disc_real_4: 0.2801576554775238 (0.2796041692296664) | > loss_disc_real_5: 0.22171959280967712 (0.24986936897039413) | > loss_0: 2.2770166397094727 (2.454687158266703) | > loss_gen: 2.957105875015259 (2.479266087214152) | > loss_kl: 2.239365816116333 (2.4354230960210166) | > loss_feat: 5.904151916503906 (6.254763921101888) | > loss_mel: 19.32929229736328 (19.220030466715496) | > loss_duration: 2.1730051040649414 (2.305261413256327) | > loss_1: 32.60292053222656 (32.69474442799886)  --> STEP: 7 | > loss_disc: 2.426398754119873 (2.450645957674299) | > loss_disc_real_0: 0.14319902658462524 (0.14093651196786336) | > loss_disc_real_1: 0.2616111934185028 (0.2413481537784849) | > loss_disc_real_2: 0.24430261552333832 (0.23016063017504557) | > loss_disc_real_3: 0.20296381413936615 (0.24865573857511794) | > loss_disc_real_4: 0.28523632884025574 (0.2804087634597506) | > loss_disc_real_5: 0.22526004910469055 (0.2463537518467222) | > loss_0: 2.426398754119873 (2.450645957674299) | > loss_gen: 2.4530441761016846 (2.4755200999123708) | > loss_kl: 3.6163463592529297 (2.604126419339861) | > loss_feat: 5.518640518188477 (6.149603434971401) | > loss_mel: 18.306785583496094 (19.089566911969865) | > loss_duration: 2.4924683570861816 (2.332005262374878) | > loss_1: 32.38728713989258 (32.65082195826939)  --> STEP: 8 | > loss_disc: 2.5112972259521484 (2.45822736620903) | > loss_disc_real_0: 0.17607057094573975 (0.1453282693400979) | > loss_disc_real_1: 0.2311607152223587 (0.24007472395896912) | > loss_disc_real_2: 0.2433963119983673 (0.23181509040296078) | > loss_disc_real_3: 0.22583968937397003 (0.24580373242497444) | > loss_disc_real_4: 0.30110815167427063 (0.2829961869865656) | > loss_disc_real_5: 0.29552653431892395 (0.2525003496557474) | > loss_0: 2.5112972259521484 (2.45822736620903) | > loss_gen: 2.573158025741577 (2.4877248406410217) | > loss_kl: 2.669860601425171 (2.612343192100525) | > loss_feat: 9.727686882019043 (6.596863865852356) | > loss_mel: 19.672359466552734 (19.162415981292725) | > loss_duration: 2.1932921409606934 (2.314666122198105) | > loss_1: 36.83635711669922 (33.17401385307312)  --> STEP: 9 | > loss_disc: 2.398052453994751 (2.451541264851888) | > loss_disc_real_0: 0.14503246545791626 (0.1452954022420777) | > loss_disc_real_1: 0.23398344218730927 (0.23939791487322915) | > loss_disc_real_2: 0.22879591584205627 (0.23147962656286028) | > loss_disc_real_3: 0.31599166989326477 (0.25360239214367336) | > loss_disc_real_4: 0.29518938064575195 (0.28435098628203076) | > loss_disc_real_5: 0.30907168984413147 (0.25878605412112343) | > loss_0: 2.398052453994751 (2.451541264851888) | > loss_gen: 3.029477596282959 (2.547919591267904) | > loss_kl: 2.5061492919921875 (2.6005438698662653) | > loss_feat: 11.132012367248535 (7.100769254896376) | > loss_mel: 18.86744499206543 (19.129641426934135) | > loss_duration: 2.1067614555358887 (2.291565603680081) | > loss_1: 37.641845703125 (33.670439614189995)  --> STEP: 10 | > loss_disc: 2.2838051319122314 (2.434767651557922) | > loss_disc_real_0: 0.23845243453979492 (0.15461110547184945) | > loss_disc_real_1: 0.2711302638053894 (0.24257114976644517) | > loss_disc_real_2: 0.2735462486743927 (0.2356862887740135) | > loss_disc_real_3: 0.23381434381008148 (0.2516235873103142) | > loss_disc_real_4: 0.23540183901786804 (0.27945607155561447) | > loss_disc_real_5: 0.1600104421377182 (0.2489084929227829) | > loss_0: 2.2838051319122314 (2.434767651557922) | > loss_gen: 2.7952702045440674 (2.57265465259552) | > loss_kl: 2.695132255554199 (2.6100027084350588) | > loss_feat: 6.781362056732178 (7.068828535079956) | > loss_mel: 18.345911026000977 (19.05126838684082) | > loss_duration: 2.275101661682129 (2.289919209480286) | > loss_1: 32.89277648925781 (33.59267330169678)  --> STEP: 11 | > loss_disc: 2.509065866470337 (2.4415220347317783) | > loss_disc_real_0: 0.12331776320934296 (0.15176625617525794) | > loss_disc_real_1: 0.29308491945266724 (0.2471633106470108) | > loss_disc_real_2: 0.2224424034357071 (0.23448229919780383) | > loss_disc_real_3: 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2.7207329273223877 (2.464789609114329) | > loss_gen: 2.499911069869995 (2.575622081756592) | > loss_kl: 2.2275640964508057 (2.573397676150004) | > loss_feat: 6.077270984649658 (6.950313886006673) | > loss_mel: 16.19366455078125 (18.715304533640545) | > loss_duration: 2.223539352416992 (2.295646687348684) | > loss_1: 29.22195053100586 (33.11028464635213)  --> STEP: 13 | > loss_disc: 2.589390754699707 (2.4743743126208964) | > loss_disc_real_0: 0.17782622575759888 (0.1567191819732006) | > loss_disc_real_1: 0.3018222749233246 (0.25489551631303936) | > loss_disc_real_2: 0.2733735144138336 (0.23982992539039025) | > loss_disc_real_3: 0.25812283158302307 (0.2597531435581354) | > loss_disc_real_4: 0.29740411043167114 (0.28831834174119514) | > loss_disc_real_5: 0.28266462683677673 (0.2648409582101382) | > loss_0: 2.589390754699707 (2.4743743126208964) | > loss_gen: 2.6501882076263428 (2.5813579375927267) | > loss_kl: 3.3520383834838867 (2.6332931151756873) | > loss_feat: 5.12815523147583 (6.810147835658147) | > loss_mel: 17.722553253173828 (18.638939050527718) | > loss_duration: 2.2058000564575195 (2.288735408049363) | > loss_1: 31.058734893798828 (32.95247312692495)  --> STEP: 14 | > loss_disc: 2.5164477825164795 (2.477379560470581) | > loss_disc_real_0: 0.11813370883464813 (0.15396307674901827) | > loss_disc_real_1: 0.2535673677921295 (0.25480064856154583) | > loss_disc_real_2: 0.2439223676919937 (0.24012224269764765) | > loss_disc_real_3: 0.2675795555114746 (0.2603121729833739) | > loss_disc_real_4: 0.2778882384300232 (0.2875733343618257) | > loss_disc_real_5: 0.2595955431461334 (0.26446628570556646) | > loss_0: 2.5164477825164795 (2.477379560470581) | > loss_gen: 2.437224864959717 (2.5710627181189403) | > loss_kl: 3.165834426879883 (2.6713317802974155) | > loss_feat: 6.586940765380859 (6.794204473495483) | > loss_mel: 18.116493225097656 (18.60162149156843) | > loss_duration: 2.343942880630493 (2.2926787989480153) | > loss_1: 32.65043640136719 (32.9308990750994)  --> STEP: 15 | > loss_disc: 2.3783881664276123 (2.47078013420105) | > loss_disc_real_0: 0.18834921717643738 (0.1562554861108462) | > loss_disc_real_1: 0.2321053445339203 (0.25328762829303747) | > loss_disc_real_2: 0.242666557431221 (0.24029186367988586) | > loss_disc_real_3: 0.25417864322662354 (0.25990327099959054) | > loss_disc_real_4: 0.2115151286125183 (0.28250278731187184) | > loss_disc_real_5: 0.21411225199699402 (0.261109350124995) | > loss_0: 2.3783881664276123 (2.47078013420105) | > loss_gen: 2.5535266399383545 (2.569893646240234) | > loss_kl: 3.3695855140686035 (2.717882029215495) | > loss_feat: 8.838374137878418 (6.930482451121012) | > loss_mel: 18.876468658447266 (18.619944636027018) | > loss_duration: 2.2527782917022705 (2.2900187651316326) | > loss_1: 35.89073181152344 (33.12822125752766)  --> STEP: 16 | > loss_disc: 2.3859570026397705 (2.46547868847847) | > loss_disc_real_0: 0.16092178225517273 (0.1565471296198666) | > loss_disc_real_1: 0.268831729888916 (0.2542591346427799) | > loss_disc_real_2: 0.22004777193069458 (0.2390266079455614) | > loss_disc_real_3: 0.23409298062324524 (0.258290127851069) | > loss_disc_real_4: 0.23880258202552795 (0.27977152448147535) | > loss_disc_real_5: 0.22094865143299103 (0.2585993064567447) | > loss_0: 2.3859570026397705 (2.46547868847847) | > loss_gen: 2.4919183254241943 (2.565020188689232) | > loss_kl: 2.598275661468506 (2.710406631231308) | > loss_feat: 8.723857879638672 (7.042568415403366) | > loss_mel: 16.788719177246094 (18.50549304485321) | > loss_duration: 2.3424878120422363 (2.2932980805635452) | > loss_1: 32.94525909423828 (33.116786122322075)  --> STEP: 17 | > loss_disc: 2.482198715209961 (2.466462219462675) | > loss_disc_real_0: 0.16973337531089783 (0.15732279113110373) | > loss_disc_real_1: 0.24926763772964478 (0.25396551717730137) | > loss_disc_real_2: 0.26589158177375793 (0.2406069005236906) | > loss_disc_real_3: 0.25845399498939514 (0.2582997670944999) | > loss_disc_real_4: 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(18.439314290096885) | > loss_duration: 2.2938201427459717 (2.293633636675383) | > loss_1: 32.00922393798828 (33.01972740574886)  --> STEP: 20 | > loss_disc: 2.447453260421753 (2.479985165596008) | > loss_disc_real_0: 0.23972618579864502 (0.15794199891388416) | > loss_disc_real_1: 0.19858483970165253 (0.2520328961312771) | > loss_disc_real_2: 0.2822096645832062 (0.2426738329231739) | > loss_disc_real_3: 0.2760481536388397 (0.2581905730068683) | > loss_disc_real_4: 0.2592644989490509 (0.27848239615559583) | > loss_disc_real_5: 0.23262523114681244 (0.26268690377473836) | > loss_0: 2.447453260421753 (2.479985165596008) | > loss_gen: 2.655752658843994 (2.5743783593177794) | > loss_kl: 2.182231903076172 (2.631144106388092) | > loss_feat: 6.1892242431640625 (7.018278670310974) | > loss_mel: 20.17476463317871 (18.526086807250977) | > loss_duration: 2.308859348297119 (2.29439492225647) | > loss_1: 33.510833740234375 (33.044282722473135)  --> STEP: 21 | > loss_disc: 2.5067648887634277 (2.4812603905087425) | > loss_disc_real_0: 0.23326589167118073 (0.1615288509499459) | > loss_disc_real_1: 0.2764548659324646 (0.2531958470741908) | > loss_disc_real_2: 0.25145435333251953 (0.24309195294266656) | > loss_disc_real_3: 0.2664147913455963 (0.25858220245156965) | > loss_disc_real_4: 0.2707372009754181 (0.27811357733749215) | > loss_disc_real_5: 0.2322450876235962 (0.26123729348182684) | > loss_0: 2.5067648887634277 (2.4812603905087425) | > loss_gen: 2.5926291942596436 (2.5752474466959634) | > loss_kl: 2.2235283851623535 (2.611733833948771) | > loss_feat: 4.88892126083374 (6.916880698431106) | > loss_mel: 15.058676719665527 (18.36097204117548) | > loss_duration: 2.1685938835144043 (2.2884043966020857) | > loss_1: 26.932350158691406 (32.753238314674)  --> STEP: 22 | > loss_disc: 2.348557472229004 (2.4752284396778452) | > loss_disc_real_0: 0.16834592819213867 (0.1618387180973183) | > loss_disc_real_1: 0.2056725025177002 (0.2510356950488957) | > loss_disc_real_2: 0.21799485385417938 (0.24195117571137167) | > loss_disc_real_3: 0.2419009953737259 (0.25782396576621314) | > loss_disc_real_4: 0.30938249826431274 (0.2795348919250749) | > loss_disc_real_5: 0.2620300352573395 (0.26127332719889557) | > loss_0: 2.348557472229004 (2.4752284396778452) | > loss_gen: 2.6577537059783936 (2.5789977312088013) | > loss_kl: 1.937118411064148 (2.5810694965449246) | > loss_feat: 7.960848331451416 (6.964333772659302) | > loss_mel: 19.38675880432129 (18.40759871222756) | > loss_duration: 2.1519460678100586 (2.282201745293357) | > loss_1: 34.094425201416016 (32.814201354980455)  --> STEP: 23 | > loss_disc: 2.388132095336914 (2.4714416420978047) | > loss_disc_real_0: 0.14729981124401093 (0.1612065917123919) | > loss_disc_real_1: 0.27582404017448425 (0.25211344918479084) | > loss_disc_real_2: 0.2341126948595047 (0.24161037219607312) | > loss_disc_real_3: 0.2208957076072693 (0.25621838932451996) | > loss_disc_real_4: 0.3021419048309326 (0.2805178055296774) | > loss_disc_real_5: 0.2078993022441864 (0.25895271741825604) | > loss_0: 2.388132095336914 (2.4714416420978047) | > loss_gen: 2.5197415351867676 (2.576421374860017) | > loss_kl: 2.1159534454345703 (2.5608470595401265) | > loss_feat: 7.280113697052002 (6.978063334589419) | > loss_mel: 17.733375549316406 (18.378284661666207) | > loss_duration: 2.273371696472168 (2.2818178301272183) | > loss_1: 31.92255401611328 (32.77543407937753)  --> STEP: 24 | > loss_disc: 2.373884677886963 (2.4673767685890198) | > loss_disc_real_0: 0.09282669425010681 (0.15835742931813004) | > loss_disc_real_1: 0.23533393442630768 (0.2514143027365207) | > loss_disc_real_2: 0.17511145770549774 (0.23883958409229913) | > loss_disc_real_3: 0.24916502833366394 (0.2559244992832343) | > loss_disc_real_4: 0.2698681056499481 (0.2800740680346887) | > loss_disc_real_5: 0.19833232462406158 (0.25642686771849793) | > loss_0: 2.373884677886963 (2.4673767685890198) | > loss_gen: 2.331695556640625 (2.5662244657675424) | > loss_kl: 2.5765163898468018 (2.5614999483029046) | > loss_feat: 5.710555553436279 (6.925250510374705) | > loss_mel: 18.644498825073242 (18.389376918474834) | > loss_duration: 2.3929405212402344 (2.286447942256927) | > loss_1: 31.656208038330078 (32.72879966100056)  --> STEP: 25 | > loss_disc: 2.650845527648926 (2.474715518951416) | > loss_disc_real_0: 0.20681674778461456 (0.16029580205678942) | > loss_disc_real_1: 0.34337568283081055 (0.2550927579402923) | > loss_disc_real_2: 0.2176755666732788 (0.23799302339553832) | > loss_disc_real_3: 0.2916421592235565 (0.2573532056808472) | > loss_disc_real_4: 0.300182580947876 (0.2808784085512162) | > loss_disc_real_5: 0.2777169346809387 (0.25727847039699553) | > loss_0: 2.650845527648926 (2.474715518951416) | > loss_gen: 2.563807487487793 (2.5661277866363523) | > loss_kl: 2.4695560932159424 (2.557822194099426) | > loss_feat: 7.108830451965332 (6.93259370803833) | > loss_mel: 17.17653465270996 (18.34086322784424) | > loss_duration: 2.322262763977051 (2.2878805351257316) | > loss_1: 31.6409912109375 (32.685287322998036)  --> STEP: 26 | > loss_disc: 2.3706295490264893 (2.470712212415842) | > loss_disc_real_0: 0.2788972854614258 (0.16485739757235238) | > loss_disc_real_1: 0.17103905975818634 (0.25185992339482666) | > loss_disc_real_2: 0.1601628065109253 (0.2349995535153609) | > loss_disc_real_3: 0.2420365959405899 (0.2567641053062219) | > loss_disc_real_4: 0.2197025865316391 (0.278525492319694) | > loss_disc_real_5: 0.23316577076911926 (0.2563510588728465) | > loss_0: 2.3706295490264893 (2.470712212415842) | > loss_gen: 2.750001907348633 (2.5731998682022095) | > loss_kl: 2.4480881690979004 (2.5536016546762905) | > loss_feat: 12.522367477416992 (7.147585006860586) | > loss_mel: 19.188114166259766 (18.37344980239868) | > loss_duration: 2.281304359436035 (2.2876276052915125) | > loss_1: 39.18987274169922 (32.935463685255776) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024377932915320764 (+6.852700160099937e-05) | > avg_loss_disc: 2.470712212415842 (+0.1263699852503266) | > avg_loss_disc_real_0: 0.16485739757235238 (+0.03892211587383207) | > avg_loss_disc_real_1: 0.25185992339482666 (+0.09951402117999691) | > avg_loss_disc_real_2: 0.2349995535153609 (+0.015311545477463634) | > avg_loss_disc_real_3: 0.2567641053062219 (+0.010842553124978005) | > avg_loss_disc_real_4: 0.278525492319694 (+0.023123353719711304) | > avg_loss_disc_real_5: 0.2563510588728465 (+0.038040049374103574) | > avg_loss_0: 2.470712212415842 (+0.1263699852503266) | > avg_loss_gen: 2.5731998682022095 (+0.20202782520881124) | > avg_loss_kl: 2.5536016546762905 (-0.08322765276982258) | > avg_loss_feat: 7.147585006860586 (-0.11740834896381092) | > avg_loss_mel: 18.37344980239868 (-0.1490639539865306) | > avg_loss_duration: 2.2876276052915125 (-0.02800450875208993) | > avg_loss_1: 32.935463685255776 (-0.17567685934213984)  > EPOCH: 341/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 05:59:43)   --> TIME: 2024-06-11 05:59:51 -- STEP: 19/330 -- GLOBAL_STEP: 200550 | > loss_disc: 2.3386971950531006 (2.3262916866101717) | > loss_disc_real_0: 0.09943452477455139 (0.10463932470271461) | > loss_disc_real_1: 0.1755218505859375 (0.19748820678183907) | > loss_disc_real_2: 0.20964376628398895 (0.21653593762924797) | > loss_disc_real_3: 0.19501565396785736 (0.22065854935269608) | > loss_disc_real_4: 0.19745329022407532 (0.234949518191187) | > loss_disc_real_5: 0.19946493208408356 (0.22469427789512433) | > loss_0: 2.3386971950531006 (2.3262916866101717) | > grad_norm_0: tensor(12.0686, device='cuda:0') (tensor(16.0965, device='cuda:0')) | > loss_gen: 2.3324999809265137 (2.505967905646876) | > loss_kl: 1.7315281629562378 (1.858861854201869) | > loss_feat: 6.857252597808838 (6.982900318346526) | > loss_mel: 17.519350051879883 (18.592253735190944) | > loss_duration: 2.01845121383667 (2.1345624672739127) | > loss_1: 30.459083557128906 (32.07454671357807) | > grad_norm_1: tensor(180.2386, device='cuda:0') (tensor(149.4422, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3587 (0.35017047430339615) | > loader_time: 0.0032 (0.003025531768798828)  --> TIME: 2024-06-11 06:00:00 -- STEP: 44/330 -- GLOBAL_STEP: 200575 | > loss_disc: 2.2748818397521973 (2.3147125298326654) | > loss_disc_real_0: 0.08739747107028961 (0.10691958852112293) | > loss_disc_real_1: 0.15808622539043427 (0.19747452641075308) | > loss_disc_real_2: 0.1938776969909668 (0.2134993519972671) | > loss_disc_real_3: 0.2156669646501541 (0.2236762185665694) | > loss_disc_real_4: 0.18764114379882812 (0.22919560867277058) | > loss_disc_real_5: 0.24627427756786346 (0.22113427858461032) | > loss_0: 2.2748818397521973 (2.3147125298326654) | > grad_norm_0: tensor(6.2050, device='cuda:0') (tensor(12.9822, device='cuda:0')) | > loss_gen: 2.4737560749053955 (2.5371999740600586) | > loss_kl: 1.9504624605178833 (1.888590463183143) | > loss_feat: 7.960560321807861 (7.201584577560425) | > loss_mel: 19.23179054260254 (18.471486915241595) | > loss_duration: 1.9427025318145752 (2.0702650005167182) | > loss_1: 33.55927276611328 (32.169127160852604) | > grad_norm_1: tensor(96.4332, device='cuda:0') (tensor(146.6360, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3648 (0.3543264215642755) | > loader_time: 0.0034 (0.0032631375572898173)  --> TIME: 2024-06-11 06:00:09 -- STEP: 69/330 -- GLOBAL_STEP: 200600 | > loss_disc: 2.269470453262329 (2.318505822748377) | > loss_disc_real_0: 0.10055723786354065 (0.10846600400796835) | > loss_disc_real_1: 0.19903767108917236 (0.1985762657030769) | > loss_disc_real_2: 0.23357094824314117 (0.21440669807834903) | > loss_disc_real_3: 0.21505363285541534 (0.22576287993486377) | > loss_disc_real_4: 0.21542711555957794 (0.22744416823421698) | > loss_disc_real_5: 0.2151319980621338 (0.21874544564364612) | > loss_0: 2.269470453262329 (2.318505822748377) | > grad_norm_0: tensor(20.6968, device='cuda:0') (tensor(12.8118, device='cuda:0')) | > loss_gen: 2.4613442420959473 (2.5277313667794927) | > loss_kl: 1.6624282598495483 (1.8774630643319392) | > loss_feat: 7.110983371734619 (7.257081771242445) | > loss_mel: 17.894224166870117 (18.481195864470113) | > loss_duration: 1.9757159948349 (2.0492772589559154) | > loss_1: 31.10469627380371 (32.19274932750756) | > grad_norm_1: tensor(306.8593, device='cuda:0') (tensor(149.1217, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3709 (0.35634459274402563) | > loader_time: 0.0036 (0.0034156536710435066)  --> TIME: 2024-06-11 06:00:19 -- STEP: 94/330 -- GLOBAL_STEP: 200625 | > loss_disc: 2.352167844772339 (2.317906224981267) | > loss_disc_real_0: 0.12692461907863617 (0.11037466698821555) | > loss_disc_real_1: 0.20651279389858246 (0.19838365294197766) | > loss_disc_real_2: 0.1855688840150833 (0.2131536696502503) | > loss_disc_real_3: 0.21359388530254364 (0.22596686650463876) | > loss_disc_real_4: 0.22570300102233887 (0.22729962873966136) | > loss_disc_real_5: 0.2150380164384842 (0.21719820924261782) | > loss_0: 2.352167844772339 (2.317906224981267) | > grad_norm_0: tensor(5.5508, device='cuda:0') (tensor(13.5816, device='cuda:0')) | > loss_gen: 2.440624475479126 (2.5264521025596776) | > loss_kl: 2.024827480316162 (1.8878371297044958) | > loss_feat: 7.210799694061279 (7.256302595138549) | > loss_mel: 18.8101806640625 (18.416986445163158) | > loss_duration: 2.036177635192871 (2.0410020998183724) | > loss_1: 32.52260971069336 (32.128580336875096) | > grad_norm_1: tensor(181.0266, device='cuda:0') (tensor(157.5394, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3569 (0.35989079830494347) | > loader_time: 0.0037 (0.003555112696708517)  --> TIME: 2024-06-11 06:00:28 -- STEP: 119/330 -- GLOBAL_STEP: 200650 | > loss_disc: 2.2494964599609375 (2.3139115962661614) | > loss_disc_real_0: 0.08475986123085022 (0.11102736565996618) | > loss_disc_real_1: 0.21786725521087646 (0.19716203012386285) | > loss_disc_real_2: 0.1905287504196167 (0.21313684853185125) | > loss_disc_real_3: 0.226140096783638 (0.22548253709027746) | > loss_disc_real_4: 0.19718316197395325 (0.22606228454774166) | > loss_disc_real_5: 0.19887670874595642 (0.2168575673043227) | > loss_0: 2.2494964599609375 (2.3139115962661614) | > grad_norm_0: tensor(23.2321, device='cuda:0') (tensor(15.7562, device='cuda:0')) | > loss_gen: 2.6277108192443848 (2.535001474268296) | > loss_kl: 1.9873021841049194 (1.8860467281662117) | > loss_feat: 7.926139831542969 (7.32269665774177) | > loss_mel: 19.15358543395996 (18.38721422788476) | > loss_duration: 2.0209572315216064 (2.0394875392192553) | > loss_1: 33.715694427490234 (32.17044660423984) | > grad_norm_1: tensor(253.7401, device='cuda:0') (tensor(181.0149, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3671 (0.3626636897816379) | > loader_time: 0.0045 (0.003672032797036051)  --> TIME: 2024-06-11 06:00:38 -- STEP: 144/330 -- GLOBAL_STEP: 200675 | > loss_disc: 2.334663152694702 (2.3159177253643666) | > loss_disc_real_0: 0.11076179146766663 (0.1118426681496203) | > loss_disc_real_1: 0.23805245757102966 (0.1969445976946088) | > loss_disc_real_2: 0.19580939412117004 (0.21339233447280195) | > loss_disc_real_3: 0.23770324885845184 (0.22618262811253467) | > loss_disc_real_4: 0.22258158028125763 (0.22598112426284286) | > loss_disc_real_5: 0.21233628690242767 (0.21780730173405674) | > loss_0: 2.334663152694702 (2.3159177253643666) | > grad_norm_0: tensor(29.6597, device='cuda:0') (tensor(18.2141, device='cuda:0')) | > loss_gen: 2.6625499725341797 (2.5440335356526904) | > loss_kl: 1.9083843231201172 (1.8854135763314035) | > loss_feat: 8.12497615814209 (7.339191340737871) | > loss_mel: 18.654762268066406 (18.400284038649666) | > loss_duration: 2.0389204025268555 (2.0421842320097827) | > loss_1: 33.389591217041016 (32.211106657981865) | > grad_norm_1: tensor(363.5740, device='cuda:0') (tensor(201.8934, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3826 (0.36428154011567443) | > loader_time: 0.004 (0.003792953160074022)  --> TIME: 2024-06-11 06:00:47 -- STEP: 169/330 -- GLOBAL_STEP: 200700 | > loss_disc: 2.215202569961548 (2.319404016585039) | > loss_disc_real_0: 0.1304524838924408 (0.11358895183667629) | > loss_disc_real_1: 0.14235907793045044 (0.19766832050487135) | > loss_disc_real_2: 0.23236095905303955 (0.21364447871256162) | > loss_disc_real_3: 0.22866857051849365 (0.226124691451795) | > loss_disc_real_4: 0.22438402473926544 (0.2254117202652982) | > loss_disc_real_5: 0.20359086990356445 (0.21729291693346034) | > loss_0: 2.215202569961548 (2.319404016585039) | > grad_norm_0: tensor(37.9360, device='cuda:0') (tensor(21.1446, device='cuda:0')) | > loss_gen: 2.6723783016204834 (2.5473730140889197) | > loss_kl: 1.9110928773880005 (1.890624792618159) | > loss_feat: 8.00985336303711 (7.342722661396454) | > loss_mel: 17.734474182128906 (18.39286695852788) | > loss_duration: 2.0840015411376953 (2.045961862485085) | > loss_1: 32.411800384521484 (32.21954921293542) | > grad_norm_1: tensor(483.0325, device='cuda:0') (tensor(223.1118, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.3795 (0.36659953580100174) | > loader_time: 0.0045 (0.0039016777241723775)  --> TIME: 2024-06-11 06:00:58 -- STEP: 194/330 -- GLOBAL_STEP: 200725 | > loss_disc: 2.3157482147216797 (2.320429813001574) | > loss_disc_real_0: 0.115123450756073 (0.1141974341661967) | > loss_disc_real_1: 0.1614622324705124 (0.19779004194994562) | > loss_disc_real_2: 0.20065109431743622 (0.2135661118423816) | > loss_disc_real_3: 0.24956108629703522 (0.22592899472135858) | > loss_disc_real_4: 0.24233414232730865 (0.2249453625420934) | > loss_disc_real_5: 0.2424413412809372 (0.21663985677908376) | > loss_0: 2.3157482147216797 (2.320429813001574) | > grad_norm_0: tensor(34.5722, device='cuda:0') (tensor(23.7149, device='cuda:0')) | > loss_gen: 2.5492892265319824 (2.54771420636128) | > loss_kl: 2.0270307064056396 (1.8891957967551714) | > loss_feat: 7.272606372833252 (7.334463085095906) | > loss_mel: 18.273590087890625 (18.362433374542555) | > loss_duration: 2.080401659011841 (2.052155456592127) | > loss_1: 32.202919006347656 (32.185961821644575) | > grad_norm_1: tensor(335.9143, device='cuda:0') (tensor(244.7749, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.4065 (0.37003602563720406) | > loader_time: 0.0047 (0.004028004469330779)  --> TIME: 2024-06-11 06:01:08 -- STEP: 219/330 -- GLOBAL_STEP: 200750 | > loss_disc: 2.2564449310302734 (2.323673162286139) | > loss_disc_real_0: 0.07222330570220947 (0.1145945571907307) | > loss_disc_real_1: 0.18682822585105896 (0.19814937027622032) | > loss_disc_real_2: 0.18604399263858795 (0.2137384363641478) | > loss_disc_real_3: 0.20210261642932892 (0.2264429403630566) | > loss_disc_real_4: 0.1897313892841339 (0.22504317154895226) | > loss_disc_real_5: 0.17900307476520538 (0.21643973941400171) | > loss_0: 2.2564449310302734 (2.323673162286139) | > grad_norm_0: tensor(47.3444, device='cuda:0') (tensor(24.7203, device='cuda:0')) | > loss_gen: 2.496824026107788 (2.5411036950812504) | > loss_kl: 1.9509022235870361 (1.8920537734140543) | > loss_feat: 7.985490798950195 (7.321185534403203) | > loss_mel: 18.95779800415039 (18.330429695512617) | > loss_duration: 2.105048418045044 (2.0585379415451115) | > loss_1: 33.496063232421875 (32.14331059042179) | > grad_norm_1: tensor(421.2440, device='cuda:0') (tensor(262.7995, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.4061 (0.37350796673395875) | > loader_time: 0.0051 (0.004151688318818671)  --> TIME: 2024-06-11 06:01:18 -- STEP: 244/330 -- GLOBAL_STEP: 200775 | > loss_disc: 2.365468740463257 (2.327585335637701) | > loss_disc_real_0: 0.12432517856359482 (0.11558831753361909) | > loss_disc_real_1: 0.1840442270040512 (0.19849430220048936) | > loss_disc_real_2: 0.2360818237066269 (0.21382735516937054) | > loss_disc_real_3: 0.23843514919281006 (0.22660066224023945) | > loss_disc_real_4: 0.2453998476266861 (0.22519789801025) | > loss_disc_real_5: 0.22490954399108887 (0.21687825811935252) | > loss_0: 2.365468740463257 (2.327585335637701) | > grad_norm_0: tensor(38.5597, device='cuda:0') (tensor(26.0843, device='cuda:0')) | > loss_gen: 2.700791120529175 (2.5372362420207173) | > loss_kl: 1.9080439805984497 (1.8960933685302734) | > loss_feat: 7.230539798736572 (7.294985286525037) | > loss_mel: 17.204360961914062 (18.28272302815172) | > loss_duration: 2.0825746059417725 (2.0662354660815874) | > loss_1: 31.126310348510742 (32.077273384469464) | > grad_norm_1: tensor(171.6464, device='cuda:0') (tensor(274.2604, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.4361 (0.37809869011894615) | > loader_time: 0.0057 (0.004295549431785207)  --> TIME: 2024-06-11 06:01:30 -- STEP: 269/330 -- GLOBAL_STEP: 200800 | > loss_disc: 2.4047563076019287 (2.3296096998519604) | > loss_disc_real_0: 0.12023497372865677 (0.11626748290591524) | > loss_disc_real_1: 0.26508358120918274 (0.19964858296857005) | > loss_disc_real_2: 0.21477524936199188 (0.2137686313306532) | > loss_disc_real_3: 0.23692075908184052 (0.22688889664123493) | > loss_disc_real_4: 0.2525392472743988 (0.22519334690943082) | > loss_disc_real_5: 0.22652176022529602 (0.21717351187560638) | > loss_0: 2.4047563076019287 (2.3296096998519604) | > grad_norm_0: tensor(44.3882, device='cuda:0') (tensor(27.6138, device='cuda:0')) | > loss_gen: 2.5760791301727295 (2.5397320405258133) | > loss_kl: 1.8691983222961426 (1.9007190031633059) | > loss_feat: 7.530402183532715 (7.323382186180597) | > loss_mel: 19.024234771728516 (18.262316203915063) | > loss_duration: 2.1597158908843994 (2.073731823924748) | > loss_1: 33.159629821777344 (32.09988122535906) | > grad_norm_1: tensor(166.4782, device='cuda:0') (tensor(285.9755, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.4512 (0.38348175158731124) | > loader_time: 0.0063 (0.004444274760533441)  --> TIME: 2024-06-11 06:01:41 -- STEP: 294/330 -- GLOBAL_STEP: 200825 | > loss_disc: 2.420994758605957 (2.3340388536453234) | > loss_disc_real_0: 0.11550213396549225 (0.117087880453589) | > loss_disc_real_1: 0.2226269543170929 (0.20080039888417647) | > loss_disc_real_2: 0.19405312836170197 (0.21385402475692794) | > loss_disc_real_3: 0.2431792914867401 (0.22698337169123345) | > loss_disc_real_4: 0.22666403651237488 (0.22548294214367057) | > loss_disc_real_5: 0.18962696194648743 (0.21732778958722845) | > loss_0: 2.420994758605957 (2.3340388536453234) | > grad_norm_0: tensor(17.1962, device='cuda:0') (tensor(28.4263, device='cuda:0')) | > loss_gen: 2.4500021934509277 (2.5353999470366917) | > loss_kl: 1.8560515642166138 (1.9017125603293075) | > loss_feat: 8.296670913696289 (7.324734632660743) | > loss_mel: 18.33548355102539 (18.209920545824545) | > loss_duration: 2.2244486808776855 (2.0826543837177502) | > loss_1: 33.162654876708984 (32.05442203469831) | > grad_norm_1: tensor(150.2143, device='cuda:0') (tensor(291.5914, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.6564 (0.3900333537536415) | > loader_time: 0.0071 (0.004644933201017832)  --> TIME: 2024-06-11 06:01:55 -- STEP: 319/330 -- GLOBAL_STEP: 200850 | > loss_disc: 2.4220685958862305 (2.339176064374678) | > loss_disc_real_0: 0.1649726778268814 (0.11833854859291947) | > loss_disc_real_1: 0.2018774151802063 (0.20124195530123107) | > loss_disc_real_2: 0.1815752387046814 (0.21403235860379147) | > loss_disc_real_3: 0.23776522278785706 (0.22725158378622) | > loss_disc_real_4: 0.19722940027713776 (0.2255155252625576) | > loss_disc_real_5: 0.18207289278507233 (0.2172091744349668) | > loss_0: 2.4220685958862305 (2.339176064374678) | > grad_norm_0: tensor(14.4747, device='cuda:0') (tensor(29.6404, device='cuda:0')) | > loss_gen: 2.419842004776001 (2.5311406009996946) | > loss_kl: 2.00616455078125 (1.9023761371833778) | > loss_feat: 8.517826080322266 (7.3343821334240955) | > loss_mel: 18.28763771057129 (18.170157315962758) | > loss_duration: 2.2793171405792236 (2.095848817436672) | > loss_1: 33.51078796386719 (32.033904957547115) | > grad_norm_1: tensor(121.9774, device='cuda:0') (tensor(300.3924, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.5706 (0.399940779216611) | > loader_time: 0.0086 (0.004889293897861969)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5899016857147217 (2.5899016857147217) | > loss_disc_real_0: 0.09541887789964676 (0.09541887789964676) | > loss_disc_real_1: 0.18220943212509155 (0.18220943212509155) | > loss_disc_real_2: 0.29988381266593933 (0.29988381266593933) | > loss_disc_real_3: 0.31044983863830566 (0.31044983863830566) | > loss_disc_real_4: 0.34073495864868164 (0.34073495864868164) | > loss_disc_real_5: 0.2706098258495331 (0.2706098258495331) | > loss_0: 2.5899016857147217 (2.5899016857147217) | > loss_gen: 2.434641122817993 (2.434641122817993) | > loss_kl: 2.808009386062622 (2.808009386062622) | > loss_feat: 5.343609809875488 (5.343609809875488) | > loss_mel: 16.358234405517578 (16.358234405517578) | > loss_duration: 2.8584396839141846 (2.8584396839141846) | > loss_1: 29.802934646606445 (29.802934646606445)  --> STEP: 1 | > loss_disc: 2.372040033340454 (2.372040033340454) | > loss_disc_real_0: 0.06456269323825836 (0.06456269323825836) | > loss_disc_real_1: 0.1080627515912056 (0.1080627515912056) | > loss_disc_real_2: 0.2030554860830307 (0.2030554860830307) | > loss_disc_real_3: 0.3006703555583954 (0.3006703555583954) | > loss_disc_real_4: 0.3170291781425476 (0.3170291781425476) | > loss_disc_real_5: 0.2937219440937042 (0.2937219440937042) | > loss_0: 2.372040033340454 (2.372040033340454) | > loss_gen: 2.3960728645324707 (2.3960728645324707) | > loss_kl: 2.8281593322753906 (2.8281593322753906) | > loss_feat: 8.01016902923584 (8.01016902923584) | > loss_mel: 20.058652877807617 (20.058652877807617) | > loss_duration: 2.410062551498413 (2.410062551498413) | > loss_1: 35.7031135559082 (35.7031135559082)  --> STEP: 2 | > loss_disc: 2.221404552459717 (2.2967222929000854) | > loss_disc_real_0: 0.059242118149995804 (0.06190240569412708) | > loss_disc_real_1: 0.11585966497659683 (0.11196120828390121) | > loss_disc_real_2: 0.24877069890499115 (0.22591309249401093) | > loss_disc_real_3: 0.25522947311401367 (0.27794991433620453) | > loss_disc_real_4: 0.24437585473060608 (0.28070251643657684) | > loss_disc_real_5: 0.2249084711074829 (0.25931520760059357) | > loss_0: 2.221404552459717 (2.2967222929000854) | > loss_gen: 2.476632595062256 (2.4363527297973633) | > loss_kl: 2.3709826469421387 (2.5995709896087646) | > loss_feat: 6.134856224060059 (7.072512626647949) | > loss_mel: 18.091764450073242 (19.07520866394043) | > loss_duration: 2.394416332244873 (2.402239441871643) | > loss_1: 31.468652725219727 (33.585883140563965)  --> STEP: 3 | > loss_disc: 2.3114206790924072 (2.301621754964193) | > loss_disc_real_0: 0.05618872866034508 (0.05999784668286642) | > loss_disc_real_1: 0.15286937355995178 (0.12559726337591806) | > loss_disc_real_2: 0.21277444064617157 (0.22153354187806448) | > loss_disc_real_3: 0.26759371161460876 (0.2744978467623393) | > loss_disc_real_4: 0.23507362604141235 (0.26549288630485535) | > loss_disc_real_5: 0.23844850063323975 (0.25235963861147565) | > loss_0: 2.3114206790924072 (2.301621754964193) | > loss_gen: 2.289576292037964 (2.38742725054423) | > loss_kl: 3.0055582523345947 (2.7349000771840415) | > loss_feat: 6.2953362464904785 (6.813453833262126) | > loss_mel: 18.568157196044922 (18.90619150797526) | > loss_duration: 2.3316526412963867 (2.3787105083465576) | > loss_1: 32.49028015136719 (33.22068214416504)  --> STEP: 4 | > loss_disc: 2.380303382873535 (2.3212921619415283) | > loss_disc_real_0: 0.1011066809296608 (0.07027505524456501) | > loss_disc_real_1: 0.08290644735097885 (0.11492455936968327) | > loss_disc_real_2: 0.2522910237312317 (0.22922291234135628) | > loss_disc_real_3: 0.30143216252326965 (0.28123142570257187) | > loss_disc_real_4: 0.2868984043598175 (0.2708442658185959) | > loss_disc_real_5: 0.2356271892786026 (0.24817652627825737) | > loss_0: 2.380303382873535 (2.3212921619415283) | > loss_gen: 2.2944860458374023 (2.364191949367523) | > loss_kl: 2.4315779209136963 (2.659069538116455) | > loss_feat: 7.4257283210754395 (6.966522455215454) | > loss_mel: 18.21612548828125 (18.733675003051758) | > loss_duration: 2.256736993789673 (2.3482171297073364) | > loss_1: 32.624656677246094 (33.0716757774353)  --> STEP: 5 | > loss_disc: 2.27124285697937 (2.3112823009490966) | > loss_disc_real_0: 0.14625734090805054 (0.08547151237726211) | > loss_disc_real_1: 0.13974963128566742 (0.11988957375288009) | > loss_disc_real_2: 0.26945531368255615 (0.23726939260959626) | > loss_disc_real_3: 0.2792510688304901 (0.28083535432815554) | > loss_disc_real_4: 0.26095134019851685 (0.26886568069458006) | > loss_disc_real_5: 0.2021496444940567 (0.23897114992141724) | > loss_0: 2.27124285697937 (2.3112823009490966) | > loss_gen: 2.615082263946533 (2.4143700122833254) | > loss_kl: 2.409450054168701 (2.6091456413269043) | > loss_feat: 7.17523193359375 (7.008264350891113) | > loss_mel: 18.917749404907227 (18.77048988342285) | > loss_duration: 2.330220937728882 (2.3446178913116453) | > loss_1: 33.44773483276367 (33.146887588500974)  --> STEP: 6 | > loss_disc: 2.3242247104644775 (2.31343936920166) | > loss_disc_real_0: 0.06355051696300507 (0.08181801314155261) | > loss_disc_real_1: 0.13547588884830475 (0.12248729293545087) | > loss_disc_real_2: 0.18664652109146118 (0.22883224735657373) | > loss_disc_real_3: 0.29020485281944275 (0.28239693741003674) | > loss_disc_real_4: 0.23474568128585815 (0.2631790141264598) | > loss_disc_real_5: 0.2744912803173065 (0.24489117165406546) | > loss_0: 2.3242247104644775 (2.31343936920166) | > loss_gen: 2.3116002082824707 (2.397241711616516) | > loss_kl: 2.307535409927368 (2.5588772694269815) | > loss_feat: 6.272102355957031 (6.885570685068767) | > loss_mel: 19.52367401123047 (18.89602057139079) | > loss_duration: 2.144930362701416 (2.311336636543274) | > loss_1: 32.55984115600586 (33.04904651641846)  --> STEP: 7 | > loss_disc: 2.3816428184509277 (2.3231827190944125) | > loss_disc_real_0: 0.060209743678569794 (0.07873111750398364) | > loss_disc_real_1: 0.09680800884962082 (0.11881882378033229) | > loss_disc_real_2: 0.3155609667301178 (0.24122206440993718) | > loss_disc_real_3: 0.2800050377845764 (0.2820552374635424) | > loss_disc_real_4: 0.2855548858642578 (0.26637556723185946) | > loss_disc_real_5: 0.21385927498340607 (0.24045804355825698) | > loss_0: 2.3816428184509277 (2.3231827190944125) | > loss_gen: 2.414663791656494 (2.3997305801936557) | > loss_kl: 2.6527481079101562 (2.572287389210292) | > loss_feat: 6.713668346405029 (6.861013208116804) | > loss_mel: 20.97566795349121 (19.19311305454799) | > loss_duration: 2.551722288131714 (2.345677443913051) | > loss_1: 35.3084716796875 (33.371821539742605)  --> STEP: 8 | > loss_disc: 2.1888766288757324 (2.3063944578170776) | > loss_disc_real_0: 0.15830741822719574 (0.08867815509438515) | > loss_disc_real_1: 0.14107248187065125 (0.12160053104162216) | > loss_disc_real_2: 0.23154489696025848 (0.24001241847872734) | > loss_disc_real_3: 0.26138219237327576 (0.27947110682725906) | > loss_disc_real_4: 0.20524470508098602 (0.2587342094630003) | > loss_disc_real_5: 0.15156154334545135 (0.22934598103165627) | > loss_0: 2.1888766288757324 (2.3063944578170776) | > loss_gen: 2.5812394618988037 (2.4224191904067993) | > loss_kl: 2.9813389778137207 (2.623418837785721) | > loss_feat: 8.674066543579102 (7.087644875049591) | > loss_mel: 18.297632217407227 (19.081177949905396) | > loss_duration: 2.187159538269043 (2.32586270570755) | > loss_1: 34.721435546875 (33.540523290634155)  --> STEP: 9 | > loss_disc: 2.0592033863067627 (2.2789287832048206) | > loss_disc_real_0: 0.11580260097980499 (0.09169198241498736) | > loss_disc_real_1: 0.10514211654663086 (0.11977181831995647) | > loss_disc_real_2: 0.1772221326828003 (0.23303572005695766) | > loss_disc_real_3: 0.2129053771495819 (0.2720749146408505) | > loss_disc_real_4: 0.18729311227798462 (0.2507963097757763) | > loss_disc_real_5: 0.18135379254817963 (0.2240135156446033) | > loss_0: 2.0592033863067627 (2.2789287832048206) | > loss_gen: 2.3357009887695312 (2.412783834669325) | > loss_kl: 1.666561484336853 (2.51710135406918) | > loss_feat: 10.854303359985352 (7.5061624844868975) | > loss_mel: 19.327117919921875 (19.10850461324056) | > loss_duration: 2.1329312324523926 (2.3044258753458657) | > loss_1: 36.31661605834961 (33.84897804260254)  --> STEP: 10 | > loss_disc: 2.1894307136535645 (2.269978976249695) | > loss_disc_real_0: 0.08625642955303192 (0.09114842712879181) | > loss_disc_real_1: 0.09049421548843384 (0.1168440580368042) | > loss_disc_real_2: 0.21238923072814941 (0.23097107112407683) | > loss_disc_real_3: 0.27599719166755676 (0.2724671423435211) | > loss_disc_real_4: 0.2619325816631317 (0.25190993696451186) | > loss_disc_real_5: 0.31302204728126526 (0.2329143688082695) | > loss_0: 2.1894307136535645 (2.269978976249695) | > loss_gen: 2.760993242263794 (2.447604775428772) | > loss_kl: 3.0349087715148926 (2.568882095813751) | > loss_feat: 8.008649826049805 (7.556411218643189) | > loss_mel: 19.377479553222656 (19.135402107238768) | > loss_duration: 2.334467887878418 (2.307430076599121) | > loss_1: 35.51649856567383 (34.01573009490967)  --> STEP: 11 | > loss_disc: 2.3843612670898438 (2.280377366326072) | > loss_disc_real_0: 0.0570724792778492 (0.08805061368779703) | > loss_disc_real_1: 0.11706185340881348 (0.11686385761607777) | > loss_disc_real_2: 0.2607201039791107 (0.23367552865635266) | > loss_disc_real_3: 0.3053467571735382 (0.27545619823715906) | > loss_disc_real_4: 0.233262300491333 (0.25021469728513196) | > loss_disc_real_5: 0.17985102534294128 (0.22809042849323966) | > loss_0: 2.3843612670898438 (2.280377366326072) | > loss_gen: 2.1471681594848633 (2.4202923557975073) | > loss_kl: 2.525477170944214 (2.5649361935528843) | > loss_feat: 7.329502105712891 (7.535783117467707) | > loss_mel: 17.897958755493164 (19.022907257080078) | > loss_duration: 2.4683237075805664 (2.322056770324707) | > loss_1: 32.36842727661133 (33.86597529324618)  --> STEP: 12 | > loss_disc: 2.1864261627197266 (2.2725480993588763) | > loss_disc_real_0: 0.07821808755397797 (0.08723123650997877) | > loss_disc_real_1: 0.12715043127536774 (0.11772107208768527) | > loss_disc_real_2: 0.1923900991678238 (0.23023507619897524) | > loss_disc_real_3: 0.20027171075344086 (0.26919082428018254) | > loss_disc_real_4: 0.239858940243721 (0.24935171753168106) | > loss_disc_real_5: 0.23465034365653992 (0.22863708809018135) | > loss_0: 2.1864261627197266 (2.2725480993588763) | > loss_gen: 2.4933130741119385 (2.426377415657043) | > loss_kl: 2.1259539127349854 (2.5283543368180594) | > loss_feat: 7.718903064727783 (7.551043113072713) | > loss_mel: 20.43061065673828 (19.14021587371826) | > loss_duration: 2.2686386108398438 (2.3176052570343018) | > loss_1: 35.037418365478516 (33.96359554926554)  --> STEP: 13 | > loss_disc: 2.0871853828430176 (2.2582894288576565) | > loss_disc_real_0: 0.05114354193210602 (0.08445526000398856) | > loss_disc_real_1: 0.10297717899084091 (0.11658692646485108) | > loss_disc_real_2: 0.22525835037231445 (0.22985225113538596) | > loss_disc_real_3: 0.2880696952342987 (0.27064304512280685) | > loss_disc_real_4: 0.2193921059370041 (0.2470471320243982) | > loss_disc_real_5: 0.1664617359638214 (0.22385436869584596) | > loss_0: 2.0871853828430176 (2.2582894288576565) | > loss_gen: 2.4572529792785645 (2.4287524590125447) | > loss_kl: 2.633897304534912 (2.5364730266424327) | > loss_feat: 6.970464706420898 (7.5063832356379585) | > loss_mel: 16.801843643188477 (18.960341086754433) | > loss_duration: 2.2004475593566895 (2.308593126443716) | > loss_1: 31.063905715942383 (33.740542485163765)  --> STEP: 14 | > loss_disc: 2.143186569213867 (2.250067796025957) | > loss_disc_real_0: 0.06233105808496475 (0.08287495986691543) | > loss_disc_real_1: 0.20798110961914062 (0.1231150824044432) | > loss_disc_real_2: 0.25742098689079285 (0.23182144654648645) | > loss_disc_real_3: 0.21844908595085144 (0.2669149051819529) | > loss_disc_real_4: 0.1790437251329422 (0.24218974581786565) | > loss_disc_real_5: 0.1532982587814331 (0.21881464655910218) | > loss_0: 2.143186569213867 (2.250067796025957) | > loss_gen: 2.471034288406372 (2.4317725896835323) | > loss_kl: 3.146967649459839 (2.5800797854151045) | > loss_feat: 7.311877727508545 (7.4924899850572855) | > loss_mel: 18.928550720214844 (18.958070346287318) | > loss_duration: 2.380338668823242 (2.3137178080422536) | > loss_1: 34.23876953125 (33.77613013131278)  --> STEP: 15 | > loss_disc: 2.3334250450134277 (2.255624945958455) | > loss_disc_real_0: 0.12262780219316483 (0.08552514935533205) | > loss_disc_real_1: 0.12044564634561539 (0.12293712000052134) | > loss_disc_real_2: 0.2364663928747177 (0.2321311096350352) | > loss_disc_real_3: 0.26555126905441284 (0.26682399610678353) | > loss_disc_real_4: 0.226834237575531 (0.24116604526837668) | > loss_disc_real_5: 0.24795770645141602 (0.22075751721858977) | > loss_0: 2.3334250450134277 (2.255624945958455) | > loss_gen: 2.392808437347412 (2.429174979527791) | > loss_kl: 2.692033290863037 (2.5875433524449667) | > loss_feat: 7.463418006896973 (7.490551853179932) | > loss_mel: 18.48214340209961 (18.926341883341472) | > loss_duration: 2.2567713260650635 (2.309921375910441) | > loss_1: 33.287174224853516 (33.743533070882165)  --> STEP: 16 | > loss_disc: 2.420997142791748 (2.265960708260536) | > loss_disc_real_0: 0.14055988192558289 (0.08896482014097273) | > loss_disc_real_1: 0.17036296427249908 (0.12590123526751995) | > loss_disc_real_2: 0.23182664811611176 (0.23211208079010248) | > loss_disc_real_3: 0.2737388014793396 (0.2672561714425683) | > loss_disc_real_4: 0.238194540143013 (0.24098032619804144) | > loss_disc_real_5: 0.19965298473834991 (0.2194384839385748) | > loss_0: 2.420997142791748 (2.265960708260536) | > loss_gen: 2.228419780731201 (2.416627779603004) | > loss_kl: 2.4145615100860596 (2.576731987297535) | > loss_feat: 6.1755571365356445 (7.408364683389664) | > loss_mel: 17.420568466186523 (18.832231044769287) | > loss_duration: 2.414294719696045 (2.3164447098970413) | > loss_1: 30.65340232849121 (33.55039989948273)  --> STEP: 17 | > loss_disc: 2.526913642883301 (2.2813108808854046) | > loss_disc_real_0: 0.12836115062236786 (0.09128225134576068) | > loss_disc_real_1: 0.15404601395130157 (0.127556810484213) | > loss_disc_real_2: 0.2615710198879242 (0.2338449595605626) | > loss_disc_real_3: 0.25488710403442383 (0.2665285792420892) | > loss_disc_real_4: 0.29758143424987793 (0.2443098031422671) | > loss_disc_real_5: 0.29557281732559204 (0.2239169741378111) | > loss_0: 2.526913642883301 (2.2813108808854046) | > loss_gen: 2.2482810020446777 (2.406725027981926) | > loss_kl: 2.2081005573272705 (2.5550477855345783) | > loss_feat: 4.9451775550842285 (7.2634713229011085) | > loss_mel: 16.32552719116211 (18.68477787691004) | > loss_duration: 2.4153265953063965 (2.322261291391709) | > loss_1: 28.142414093017578 (33.23228308733772)  --> STEP: 18 | > loss_disc: 2.3231143951416016 (2.2836332983440824) | > loss_disc_real_0: 0.09766315668821335 (0.09163674608700806) | > loss_disc_real_1: 0.19481460750102997 (0.13129335476292503) | > loss_disc_real_2: 0.25924643874168396 (0.23525615284840265) | > loss_disc_real_3: 0.240367129445076 (0.2650751653644774) | > loss_disc_real_4: 0.2568994462490082 (0.24500922775930828) | > loss_disc_real_5: 0.19889064133167267 (0.22252662231524786) | > loss_0: 2.3231143951416016 (2.2836332983440824) | > loss_gen: 2.3874106407165527 (2.405652006467183) | > loss_kl: 2.525104522705078 (2.5533842709329395) | > loss_feat: 8.65512752532959 (7.340785556369358) | > loss_mel: 15.95801067352295 (18.533290810055203) | > loss_duration: 2.300787925720215 (2.3210683266321817) | > loss_1: 31.82644271850586 (33.15418084462484)  --> STEP: 19 | > loss_disc: 2.5140798091888428 (2.295762062072754) | > loss_disc_real_0: 0.09396042674779892 (0.09175904506915494) | > loss_disc_real_1: 0.1525954008102417 (0.13241451508120486) | > loss_disc_real_2: 0.3039756715297699 (0.23887296962110618) | > loss_disc_real_3: 0.3103873133659363 (0.267460015259291) | > loss_disc_real_4: 0.32136070728302 (0.2490277266816089) | > loss_disc_real_5: 0.29097461700439453 (0.22612914835151873) | > loss_0: 2.5140798091888428 (2.295762062072754) | > loss_gen: 2.3619840145111084 (2.4033536911010738) | > loss_kl: 1.9158052206039429 (2.5198274788103605) | > loss_feat: 5.185958385467529 (7.2273736000061035) | > loss_mel: 17.598995208740234 (18.484117357354414) | > loss_duration: 2.3050131797790527 (2.3202233189030697) | > loss_1: 29.36775779724121 (32.954895421078334)  --> STEP: 20 | > loss_disc: 2.527503252029419 (2.3073491215705872) | > loss_disc_real_0: 0.10368300974369049 (0.09235524330288172) | > loss_disc_real_1: 0.16105708479881287 (0.13384664356708526) | > loss_disc_real_2: 0.28422969579696655 (0.24114080592989923) | > loss_disc_real_3: 0.29907190799713135 (0.269040609896183) | > loss_disc_real_4: 0.33983585238456726 (0.25356813296675684) | > loss_disc_real_5: 0.29262277483940125 (0.22945382967591285) | > loss_0: 2.527503252029419 (2.3073491215705872) | > loss_gen: 2.2438151836395264 (2.3953767657279963) | > loss_kl: 1.9493141174316406 (2.4913018107414246) | > loss_feat: 5.690879821777344 (7.150548911094665) | > loss_mel: 18.81296730041504 (18.500559854507447) | > loss_duration: 2.296847343444824 (2.3190545201301576) | > loss_1: 30.993824005126953 (32.85684185028076)  --> STEP: 21 | > loss_disc: 2.3121232986450195 (2.3075764633360363) | > loss_disc_real_0: 0.10339181125164032 (0.0928807941575845) | > loss_disc_real_1: 0.18194322288036346 (0.13613695686771757) | > loss_disc_real_2: 0.21757900714874268 (0.24001881551174892) | > loss_disc_real_3: 0.27901774644851685 (0.26951571163677035) | > loss_disc_real_4: 0.2517470717430115 (0.2534814157656261) | > loss_disc_real_5: 0.16408029198646545 (0.22634080407165347) | > loss_0: 2.3121232986450195 (2.3075764633360363) | > loss_gen: 2.2659099102020264 (2.389211677369617) | > loss_kl: 1.808556318283081 (2.4587901206243608) | > loss_feat: 6.348043441772461 (7.112334364936466) | > loss_mel: 16.052467346191406 (18.38398402077811) | > loss_duration: 2.159092664718628 (2.3114372889200845) | > loss_1: 28.634069442749023 (32.655757449922106)  --> STEP: 22 | > loss_disc: 2.481959581375122 (2.3155029687014492) | > loss_disc_real_0: 0.10791662335395813 (0.09356424093923786) | > loss_disc_real_1: 0.11873507499694824 (0.13534596223722806) | > loss_disc_real_2: 0.25760072469711304 (0.24081799320199274) | > loss_disc_real_3: 0.31043723225593567 (0.2713757807558233) | > loss_disc_real_4: 0.254118949174881 (0.25351039455695584) | > loss_disc_real_5: 0.23309457302093506 (0.22664779356934808) | > loss_0: 2.481959581375122 (2.3155029687014492) | > loss_gen: 2.3943421840667725 (2.389444882219488) | > loss_kl: 2.144282341003418 (2.4444943124597724) | > loss_feat: 7.863473892211914 (7.146477070721713) | > loss_mel: 17.45210838317871 (18.341626037250865) | > loss_duration: 2.18141508102417 (2.305527188561179) | > loss_1: 32.035621643066406 (32.627569458701394)  --> STEP: 23 | > loss_disc: 2.7302842140197754 (2.3335369358892026) | > loss_disc_real_0: 0.07825648784637451 (0.09289868645693945) | > loss_disc_real_1: 0.11192041635513306 (0.13432746024235434) | > loss_disc_real_2: 0.3234822154045105 (0.2444120898194935) | > loss_disc_real_3: 0.34868088364601135 (0.2747368721858315) | > loss_disc_real_4: 0.3490031361579895 (0.2576622528874356) | > loss_disc_real_5: 0.28802716732025146 (0.22931646199330039) | > loss_0: 2.7302842140197754 (2.3335369358892026) | > loss_gen: 2.1207616329193115 (2.3777630018151323) | > loss_kl: 3.0519092082977295 (2.4709036557570747) | > loss_feat: 7.148102760314941 (7.14654775287794) | > loss_mel: 17.001129150390625 (18.283343563909117) | > loss_duration: 2.2784512042999268 (2.304349971854168) | > loss_1: 31.60035514831543 (32.582907966945484)  --> STEP: 24 | > loss_disc: 2.307762861251831 (2.3324630161126456) | > loss_disc_real_0: 0.07982579618692398 (0.0923539826956888) | > loss_disc_real_1: 0.12322749942541122 (0.1338649618749817) | > loss_disc_real_2: 0.263423889875412 (0.24520424815515676) | > loss_disc_real_3: 0.2898704409599304 (0.27536743755141896) | > loss_disc_real_4: 0.22151082754135132 (0.25615594349801546) | > loss_disc_real_5: 0.3006972372531891 (0.23229066096246243) | > loss_0: 2.307762861251831 (2.3324630161126456) | > loss_gen: 2.432807445526123 (2.3800565203030906) | > loss_kl: 2.4070959091186523 (2.4682449996471405) | > loss_feat: 6.99630880355835 (7.140287796656291) | > loss_mel: 19.241727828979492 (18.32327624162038) | > loss_duration: 2.4219555854797363 (2.3092502057552333) | > loss_1: 33.49989700317383 (32.621115843454994)  --> STEP: 25 | > loss_disc: 2.214695453643799 (2.3277523136138916) | > loss_disc_real_0: 0.05199252814054489 (0.09073952451348305) | > loss_disc_real_1: 0.15085884928703308 (0.13454471737146376) | > loss_disc_real_2: 0.2501932382583618 (0.24540380775928497) | > loss_disc_real_3: 0.2451958954334259 (0.27416057586669923) | > loss_disc_real_4: 0.20807015895843506 (0.2542325121164323) | > loss_disc_real_5: 0.21649768948554993 (0.23165894210338592) | > loss_0: 2.214695453643799 (2.3277523136138916) | > loss_gen: 2.5417304039001465 (2.386523475646973) | > loss_kl: 2.584510326385498 (2.472895612716675) | > loss_feat: 8.468647003173828 (7.193422164916992) | > loss_mel: 18.088783264160156 (18.313896522521972) | > loss_duration: 2.3401660919189453 (2.3104868412017816) | > loss_1: 34.02383804321289 (32.677224731445314)  --> STEP: 26 | > loss_disc: 2.9631192684173584 (2.3521895041832557) | > loss_disc_real_0: 0.15649087727069855 (0.09326842269645287) | > loss_disc_real_1: 0.18863655626773834 (0.13662517271362817) | > loss_disc_real_2: 0.2756200432777405 (0.24656597066384095) | > loss_disc_real_3: 0.30508798360824585 (0.2753500915490664) | > loss_disc_real_4: 0.31556451320648193 (0.25659143523528033) | > loss_disc_real_5: 0.29181915521621704 (0.23397279645387942) | > loss_0: 2.9631192684173584 (2.3521895041832557) | > loss_gen: 1.8032225370407104 (2.3640888241621165) | > loss_kl: 2.498513698577881 (2.4738809237113366) | > loss_feat: 4.198983192443848 (7.078251435206487) | > loss_mel: 9.533323287963867 (17.97618216734666) | > loss_duration: 2.270698070526123 (2.3089565038681026) | > loss_1: 20.30474090576172 (32.20135996891902) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023813339380117566 (-5.645935352031981e-05) | > avg_loss_disc: 2.3521895041832557 (-0.11852270823258637) | > avg_loss_disc_real_0: 0.09326842269645287 (-0.0715889748758995) | > avg_loss_disc_real_1: 0.13662517271362817 (-0.11523475068119848) | > avg_loss_disc_real_2: 0.24656597066384095 (+0.011566417148480057) | > avg_loss_disc_real_3: 0.2753500915490664 (+0.01858598624284452) | > avg_loss_disc_real_4: 0.25659143523528033 (-0.02193405708441365) | > avg_loss_disc_real_5: 0.23397279645387942 (-0.022378262418967065) | > avg_loss_0: 2.3521895041832557 (-0.11852270823258637) | > avg_loss_gen: 2.3640888241621165 (-0.20911104404009295) | > avg_loss_kl: 2.4738809237113366 (-0.07972073096495391) | > avg_loss_feat: 7.078251435206487 (-0.06933357165409948) | > avg_loss_mel: 17.97618216734666 (-0.397267635052021) | > avg_loss_duration: 2.3089565038681026 (+0.02132889857659004) | > avg_loss_1: 32.20135996891902 (-0.7341037163367545)  > EPOCH: 342/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:02:21)   --> TIME: 2024-06-11 06:02:27 -- STEP: 14/330 -- GLOBAL_STEP: 200875 | > loss_disc: 2.206813097000122 (2.3372769015175954) | > loss_disc_real_0: 0.06842047721147537 (0.10056442927036967) | > loss_disc_real_1: 0.19608046114444733 (0.2010443423475538) | > loss_disc_real_2: 0.200485497713089 (0.20556005729096277) | > loss_disc_real_3: 0.24176634848117828 (0.23265077599457332) | > loss_disc_real_4: 0.2420925348997116 (0.22935946817908967) | > loss_disc_real_5: 0.2271556854248047 (0.22304163873195648) | > loss_0: 2.206813097000122 (2.3372769015175954) | > grad_norm_0: tensor(16.3890, device='cuda:0') (tensor(13.6197, device='cuda:0')) | > loss_gen: 2.7077231407165527 (2.496432593890599) | > loss_kl: 1.881537675857544 (1.8482132639203752) | > loss_feat: 8.048514366149902 (6.907184634889875) | > loss_mel: 18.60045051574707 (18.29128496987479) | > loss_duration: 2.0749382972717285 (2.141796427113669) | > loss_1: 33.31316375732422 (31.68491186414446) | > grad_norm_1: tensor(146.8281, device='cuda:0') (tensor(137.3736, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.3474 (0.35340324469975065) | > loader_time: 0.003 (0.0031178678785051617)  --> TIME: 2024-06-11 06:02:36 -- STEP: 39/330 -- GLOBAL_STEP: 200900 | > loss_disc: 2.3852148056030273 (2.3213571034944973) | > loss_disc_real_0: 0.1283402442932129 (0.1052218259145052) | > loss_disc_real_1: 0.215195432305336 (0.199732475173779) | > loss_disc_real_2: 0.21106909215450287 (0.20913730370692718) | > loss_disc_real_3: 0.2033747434616089 (0.2282209866322004) | > loss_disc_real_4: 0.24064679443836212 (0.22636194297900566) | > loss_disc_real_5: 0.20282495021820068 (0.21903473673722682) | > loss_0: 2.3852148056030273 (2.3213571034944973) | > grad_norm_0: tensor(17.7516, device='cuda:0') (tensor(13.5582, device='cuda:0')) | > loss_gen: 2.3959782123565674 (2.510629122073834) | > loss_kl: 1.9905784130096436 (1.8690405564430432) | > loss_feat: 6.963013172149658 (7.0643080075581866) | > loss_mel: 17.39444923400879 (18.396425589537003) | > loss_duration: 2.0674729347229004 (2.0737578532634635) | > loss_1: 30.811492919921875 (31.914161388690655) | > grad_norm_1: tensor(177.4435, device='cuda:0') (tensor(149.5861, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.353 (0.35182235791133) | > loader_time: 0.0032 (0.0032541323930789265)  --> TIME: 2024-06-11 06:02:46 -- STEP: 64/330 -- GLOBAL_STEP: 200925 | > loss_disc: 2.3606112003326416 (2.32657416909933) | > loss_disc_real_0: 0.12032418698072433 (0.11045054357964545) | > loss_disc_real_1: 0.18882860243320465 (0.19746373314410448) | > loss_disc_real_2: 0.2806074917316437 (0.21201789169572294) | > loss_disc_real_3: 0.26393449306488037 (0.22802609112113714) | > loss_disc_real_4: 0.26082170009613037 (0.2273256506305188) | > loss_disc_real_5: 0.21934160590171814 (0.21822400041855872) | > loss_0: 2.3606112003326416 (2.32657416909933) | > grad_norm_0: tensor(22.1677, device='cuda:0') (tensor(14.3730, device='cuda:0')) | > loss_gen: 2.5754570960998535 (2.5100997984409337) | > loss_kl: 1.9605835676193237 (1.860350551083684) | > loss_feat: 7.617030143737793 (7.097055651247501) | > loss_mel: 19.11859130859375 (18.368890732526776) | > loss_duration: 2.008699417114258 (2.0505650620907545) | > loss_1: 33.28036117553711 (31.886962115764618) | > grad_norm_1: tensor(237.1669, device='cuda:0') (tensor(153.4671, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.3591 (0.3540665954351425) | > loader_time: 0.0035 (0.003412894904613495)  --> TIME: 2024-06-11 06:02:55 -- STEP: 89/330 -- GLOBAL_STEP: 200950 | > loss_disc: 2.2391574382781982 (2.3273279479380387) | > loss_disc_real_0: 0.10600688308477402 (0.11211694559354461) | > loss_disc_real_1: 0.168153315782547 (0.19762160603919726) | > loss_disc_real_2: 0.21212296187877655 (0.21267579479163953) | > loss_disc_real_3: 0.19928263127803802 (0.22768704676895998) | > loss_disc_real_4: 0.20688974857330322 (0.22603816714849365) | > loss_disc_real_5: 0.18380206823349 (0.21621136903093102) | > loss_0: 2.2391574382781982 (2.3273279479380387) | > grad_norm_0: tensor(12.7344, device='cuda:0') (tensor(12.9801, device='cuda:0')) | > loss_gen: 2.5370194911956787 (2.50766268205107) | > loss_kl: 1.8372962474822998 (1.8546085839860895) | > loss_feat: 6.783061504364014 (7.126968790975849) | > loss_mel: 18.348962783813477 (18.34383542350168) | > loss_duration: 2.039461612701416 (2.039553212315848) | > loss_1: 31.545801162719727 (31.87262895134058) | > grad_norm_1: tensor(115.4966, device='cuda:0') (tensor(148.3822, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.3538 (0.3554586346229809) | > loader_time: 0.0037 (0.0034886022632041676)  --> TIME: 2024-06-11 06:03:04 -- STEP: 114/330 -- GLOBAL_STEP: 200975 | > loss_disc: 2.2622175216674805 (2.3341717176270045) | > loss_disc_real_0: 0.10925984382629395 (0.11204475700332407) | > loss_disc_real_1: 0.2089613378047943 (0.19833494801270335) | > loss_disc_real_2: 0.1894538849592209 (0.21504025906324387) | > loss_disc_real_3: 0.22973637282848358 (0.22769173391555486) | > loss_disc_real_4: 0.20152106881141663 (0.22676885271804376) | > loss_disc_real_5: 0.19504792988300323 (0.21744869610196665) | > loss_0: 2.2622175216674805 (2.3341717176270045) | > grad_norm_0: tensor(5.8114, device='cuda:0') (tensor(13.3631, device='cuda:0')) | > loss_gen: 2.5741426944732666 (2.505715163130509) | > loss_kl: 1.9017162322998047 (1.8580489545537715) | > loss_feat: 7.646010398864746 (7.159855110603466) | > loss_mel: 18.297218322753906 (18.334493888051878) | > loss_duration: 2.054058074951172 (2.0389696558316537) | > loss_1: 32.47314453125 (31.897082947848137) | > grad_norm_1: tensor(83.1052, device='cuda:0') (tensor(160.0597, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.3545 (0.3569050253483286) | > loader_time: 0.004 (0.0035756680003383706)  --> TIME: 2024-06-11 06:03:13 -- STEP: 139/330 -- GLOBAL_STEP: 201000 | > loss_disc: 2.3840198516845703 (2.3399839984427233) | > loss_disc_real_0: 0.13788579404354095 (0.11324424784389331) | > loss_disc_real_1: 0.1995067596435547 (0.19961918718952068) | > loss_disc_real_2: 0.21708378195762634 (0.21545623124932217) | > loss_disc_real_3: 0.2501223087310791 (0.22821786688814918) | > loss_disc_real_4: 0.23835478723049164 (0.22648273140406436) | > loss_disc_real_5: 0.23309122025966644 (0.21787280798387185) | > loss_0: 2.3840198516845703 (2.3399839984427233) | > grad_norm_0: tensor(21.1174, device='cuda:0') (tensor(14.0227, device='cuda:0')) | > loss_gen: 2.4641454219818115 (2.5025106231085688) | > loss_kl: 2.035005807876587 (1.8636066441913304) | > loss_feat: 7.076857566833496 (7.163549347747144) | > loss_mel: 17.63787841796875 (18.325736272249284) | > loss_duration: 2.110773801803589 (2.041824949731071) | > loss_1: 31.32465934753418 (31.897228007693943) | > grad_norm_1: tensor(241.0027, device='cuda:0') (tensor(166.6085, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.3754 (0.35969703832118627) | > loader_time: 0.0049 (0.0037068583124833143) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_201000.pth  --> TIME: 2024-06-11 06:03:29 -- STEP: 164/330 -- GLOBAL_STEP: 201025 | > loss_disc: 2.455284357070923 (2.33971729801922) | > loss_disc_real_0: 0.10722610354423523 (0.11393137639615594) | > loss_disc_real_1: 0.16858573257923126 (0.19937879446803075) | > loss_disc_real_2: 0.22342664003372192 (0.21508228133727864) | > loss_disc_real_3: 0.23349370062351227 (0.22761155546801845) | > loss_disc_real_4: 0.2325611263513565 (0.22630288624545422) | > loss_disc_real_5: 0.2542839050292969 (0.2179390072095685) | > loss_0: 2.455284357070923 (2.33971729801922) | > grad_norm_0: tensor(26.3995, device='cuda:0') (tensor(15.4548, device='cuda:0')) | > loss_gen: 2.569336175918579 (2.5084853172302246) | > loss_kl: 1.955871343612671 (1.8711727675868244) | > loss_feat: 7.788557529449463 (7.204270147695774) | > loss_mel: 18.847230911254883 (18.332896511729164) | > loss_duration: 2.122527599334717 (2.043903319573983) | > loss_1: 33.28352355957031 (31.960728238268597) | > grad_norm_1: tensor(173.5635, device='cuda:0') (tensor(178.7650, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.3971 (0.36650860164223653) | > loader_time: 0.005 (0.003890582701055015)  --> TIME: 2024-06-11 06:03:39 -- STEP: 189/330 -- GLOBAL_STEP: 201050 | > loss_disc: 2.4340054988861084 (2.3381535956468498) | > loss_disc_real_0: 0.15365374088287354 (0.11473220744460978) | > loss_disc_real_1: 0.2252747267484665 (0.2000989837463571) | > loss_disc_real_2: 0.259199857711792 (0.21522899326824008) | > loss_disc_real_3: 0.2572626769542694 (0.22725541731983265) | > loss_disc_real_4: 0.21245132386684418 (0.2253596177965245) | > loss_disc_real_5: 0.23809053003787994 (0.21712266563107727) | > loss_0: 2.4340054988861084 (2.3381535956468498) | > grad_norm_0: tensor(82.6915, device='cuda:0') (tensor(17.8242, device='cuda:0')) | > loss_gen: 2.5126328468322754 (2.512910763422648) | > loss_kl: 1.9251866340637207 (1.8771818365369524) | > loss_feat: 7.147330284118652 (7.217897780988582) | > loss_mel: 17.979150772094727 (18.320789589452986) | > loss_duration: 2.11295747756958 (2.0500677887094074) | > loss_1: 31.677257537841797 (31.978847937609153) | > grad_norm_1: tensor(395.9403, device='cuda:0') (tensor(195.5749, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.401 (0.3710847254152651) | > loader_time: 0.0051 (0.004034967018813683)  --> TIME: 2024-06-11 06:03:49 -- STEP: 214/330 -- GLOBAL_STEP: 201075 | > loss_disc: 2.2811951637268066 (2.338480401261942) | > loss_disc_real_0: 0.06602584570646286 (0.11499171035590573) | > loss_disc_real_1: 0.21144774556159973 (0.20024302789819579) | > loss_disc_real_2: 0.22856731712818146 (0.21507647487326204) | > loss_disc_real_3: 0.2513064742088318 (0.22717686638096782) | > loss_disc_real_4: 0.2528596818447113 (0.22481289331879573) | > loss_disc_real_5: 0.2371259331703186 (0.21775565637606326) | > loss_0: 2.2811951637268066 (2.338480401261942) | > grad_norm_0: tensor(7.8315, device='cuda:0') (tensor(18.9417, device='cuda:0')) | > loss_gen: 2.5399129390716553 (2.518083032046523) | > loss_kl: 1.776973009109497 (1.8803008655521358) | > loss_feat: 6.85213041305542 (7.245551971631629) | > loss_mel: 17.25002670288086 (18.285296119262117) | > loss_duration: 2.1642141342163086 (2.057047067958617) | > loss_1: 30.58325958251953 (31.98627920239885) | > grad_norm_1: tensor(131.8689, device='cuda:0') (tensor(204.1879, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.4024 (0.37427263616401457) | > loader_time: 0.0052 (0.004145841732203402)  --> TIME: 2024-06-11 06:04:00 -- STEP: 239/330 -- GLOBAL_STEP: 201100 | > loss_disc: 2.3514370918273926 (2.340186967011773) | > loss_disc_real_0: 0.05979602783918381 (0.1141483408387236) | > loss_disc_real_1: 0.18093013763427734 (0.20034381641254267) | > loss_disc_real_2: 0.22434702515602112 (0.21549813642661442) | > loss_disc_real_3: 0.23267045617103577 (0.2275292326591005) | > loss_disc_real_4: 0.2401208132505417 (0.22520263711278907) | > loss_disc_real_5: 0.23111839592456818 (0.21770408830632723) | > loss_0: 2.3514370918273926 (2.340186967011773) | > grad_norm_0: tensor(10.6696, device='cuda:0') (tensor(20.6862, device='cuda:0')) | > loss_gen: 2.517941474914551 (2.527072460581568) | > loss_kl: 1.6379201412200928 (1.8786075364595676) | > loss_feat: 7.669549942016602 (7.264720242392568) | > loss_mel: 17.97328758239746 (18.257350770000617) | > loss_duration: 2.1011714935302734 (2.0647814328700407) | > loss_1: 31.899869918823242 (31.99253263433608) | > grad_norm_1: tensor(263.7762, device='cuda:0') (tensor(217.5729, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.4146 (0.37765150788438867) | > loader_time: 0.0055 (0.00428775763411901)  --> TIME: 2024-06-11 06:04:11 -- STEP: 264/330 -- GLOBAL_STEP: 201125 | > loss_disc: 2.3234503269195557 (2.3395434283848946) | > loss_disc_real_0: 0.13186299800872803 (0.11450812722923177) | > loss_disc_real_1: 0.19403310120105743 (0.20053037143114844) | > loss_disc_real_2: 0.19874297082424164 (0.21511320019084396) | > loss_disc_real_3: 0.21451713144779205 (0.2274159946563569) | > loss_disc_real_4: 0.21369324624538422 (0.22471196480998487) | > loss_disc_real_5: 0.19581928849220276 (0.21781547932010709) | > loss_0: 2.3234503269195557 (2.3395434283848946) | > grad_norm_0: tensor(49.4595, device='cuda:0') (tensor(21.2436, device='cuda:0')) | > loss_gen: 2.5407943725585938 (2.5274038594780546) | > loss_kl: 1.7816946506500244 (1.878405034993634) | > loss_feat: 7.264223575592041 (7.273234183138067) | > loss_mel: 17.37765884399414 (18.230208382461996) | > loss_duration: 2.181467056274414 (2.0718152346936116) | > loss_1: 31.145837783813477 (31.981066869966913) | > grad_norm_1: tensor(409.5544, device='cuda:0') (tensor(229.0633, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.4335 (0.3819847143057621) | > loader_time: 0.0068 (0.004435306245630438)  --> TIME: 2024-06-11 06:04:22 -- STEP: 289/330 -- GLOBAL_STEP: 201150 | > loss_disc: 2.4251835346221924 (2.3403014014748953) | > loss_disc_real_0: 0.13085028529167175 (0.11495771532343334) | > loss_disc_real_1: 0.24415121972560883 (0.20115454030903154) | > loss_disc_real_2: 0.23914490640163422 (0.21520578536401572) | > loss_disc_real_3: 0.25180816650390625 (0.2272865539706702) | > loss_disc_real_4: 0.23943980038166046 (0.2245015786077737) | > loss_disc_real_5: 0.22934219241142273 (0.21745246164114) | > loss_0: 2.4251835346221924 (2.3403014014748953) | > grad_norm_0: tensor(75.5739, device='cuda:0') (tensor(22.2481, device='cuda:0')) | > loss_gen: 2.4225821495056152 (2.5239836377668543) | > loss_kl: 1.7634540796279907 (1.8807633888350226) | > loss_feat: 6.8384480476379395 (7.276736066415648) | > loss_mel: 16.77891731262207 (18.175772841826422) | > loss_duration: 2.2130820751190186 (2.080700020064117) | > loss_1: 30.016483306884766 (31.937956093916842) | > grad_norm_1: tensor(458.3099, device='cuda:0') (tensor(241.8654, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.4608 (0.3879555121425114) | > loader_time: 0.0069 (0.004650789973645062)  --> TIME: 2024-06-11 06:04:35 -- STEP: 314/330 -- GLOBAL_STEP: 201175 | > loss_disc: 2.3746840953826904 (2.341226939942426) | > loss_disc_real_0: 0.13428911566734314 (0.11605248075856525) | > loss_disc_real_1: 0.2110874205827713 (0.20162266060994696) | > loss_disc_real_2: 0.19031739234924316 (0.2149772618416768) | > loss_disc_real_3: 0.23393334448337555 (0.227333157874976) | > loss_disc_real_4: 0.21890205144882202 (0.22447507515264925) | > loss_disc_real_5: 0.20583966374397278 (0.21761556339871344) | > loss_0: 2.3746840953826904 (2.341226939942426) | > grad_norm_0: tensor(54.4198, device='cuda:0') (tensor(24.4300, device='cuda:0')) | > loss_gen: 2.4816372394561768 (2.526361025822391) | > loss_kl: 1.8299810886383057 (1.884880389757217) | > loss_feat: 7.856618404388428 (7.296063061732395) | > loss_mel: 18.416810989379883 (18.15036695322412) | > loss_duration: 2.268310308456421 (2.0926620789394232) | > loss_1: 32.85335922241211 (31.950333668168184) | > grad_norm_1: tensor(489.4142, device='cuda:0') (tensor(258.4602, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.5227 (0.3973509103629239) | > loader_time: 0.0087 (0.004888435078274673)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.360079526901245 (2.360079526901245) | > loss_disc_real_0: 0.10744588822126389 (0.10744588822126389) | > loss_disc_real_1: 0.225283682346344 (0.225283682346344) | > loss_disc_real_2: 0.2180628627538681 (0.2180628627538681) | > loss_disc_real_3: 0.2999076843261719 (0.2999076843261719) | > loss_disc_real_4: 0.20911510288715363 (0.20911510288715363) | > loss_disc_real_5: 0.27942320704460144 (0.27942320704460144) | > loss_0: 2.360079526901245 (2.360079526901245) | > loss_gen: 2.3874711990356445 (2.3874711990356445) | > loss_kl: 2.440281391143799 (2.440281391143799) | > loss_feat: 6.10165548324585 (6.10165548324585) | > loss_mel: 17.463489532470703 (17.463489532470703) | > loss_duration: 2.7830960750579834 (2.7830960750579834) | > loss_1: 31.175994873046875 (31.175994873046875)  --> STEP: 1 | > loss_disc: 2.4587299823760986 (2.4587299823760986) | > loss_disc_real_0: 0.11756255477666855 (0.11756255477666855) | > loss_disc_real_1: 0.2319284826517105 (0.2319284826517105) | > loss_disc_real_2: 0.23656468093395233 (0.23656468093395233) | > loss_disc_real_3: 0.2726588845252991 (0.2726588845252991) | > loss_disc_real_4: 0.27403920888900757 (0.27403920888900757) | > loss_disc_real_5: 0.23806902766227722 (0.23806902766227722) | > loss_0: 2.4587299823760986 (2.4587299823760986) | > loss_gen: 2.2696805000305176 (2.2696805000305176) | > loss_kl: 2.422930955886841 (2.422930955886841) | > loss_feat: 5.032137393951416 (5.032137393951416) | > loss_mel: 17.97880744934082 (17.97880744934082) | > loss_duration: 2.4060001373291016 (2.4060001373291016) | > loss_1: 30.109556198120117 (30.109556198120117)  --> STEP: 2 | > loss_disc: 2.4514501094818115 (2.455090045928955) | > loss_disc_real_0: 0.1214589849114418 (0.11951076984405518) | > loss_disc_real_1: 0.32084107398986816 (0.27638477832078934) | > loss_disc_real_2: 0.22137200832366943 (0.22896834462881088) | > loss_disc_real_3: 0.2651747167110443 (0.2689168006181717) | > loss_disc_real_4: 0.26595059037208557 (0.26999489963054657) | > loss_disc_real_5: 0.22537481784820557 (0.2317219227552414) | > loss_0: 2.4514501094818115 (2.455090045928955) | > loss_gen: 2.665083885192871 (2.4673821926116943) | > loss_kl: 2.9296445846557617 (2.6762877702713013) | > loss_feat: 6.404614448547363 (5.71837592124939) | > loss_mel: 21.07941246032715 (19.529109954833984) | > loss_duration: 2.420001268386841 (2.413000702857971) | > loss_1: 35.498756408691406 (32.80415630340576)  --> STEP: 3 | > loss_disc: 2.5939860343933105 (2.5013887087504068) | > loss_disc_real_0: 0.09789764881134033 (0.11230639616648357) | > loss_disc_real_1: 0.2288195788860321 (0.2605297118425369) | > loss_disc_real_2: 0.18905939161777496 (0.21566536029179892) | > loss_disc_real_3: 0.29570552706718445 (0.27784637610117596) | > loss_disc_real_4: 0.23096700012683868 (0.2569855997959773) | > loss_disc_real_5: 0.24533766508102417 (0.23626050353050232) | > loss_0: 2.5939860343933105 (2.5013887087504068) | > loss_gen: 2.1806349754333496 (2.3717997868855796) | > loss_kl: 2.5443809032440186 (2.6323188145955405) | > loss_feat: 5.917224884033203 (5.784658908843994) | > loss_mel: 17.861011505126953 (18.973077138264973) | > loss_duration: 2.2341766357421875 (2.3533926804860434) | > loss_1: 30.737428665161133 (32.115247090657554)  --> STEP: 4 | > loss_disc: 2.3735222816467285 (2.4694221019744873) | > loss_disc_real_0: 0.1444414258003235 (0.12034015357494354) | > loss_disc_real_1: 0.17291373014450073 (0.23862571641802788) | > loss_disc_real_2: 0.2554343342781067 (0.22560760378837585) | > loss_disc_real_3: 0.24216707050800323 (0.26892654970288277) | > loss_disc_real_4: 0.21182477474212646 (0.24569539353251457) | > loss_disc_real_5: 0.2202875167131424 (0.23226725682616234) | > loss_0: 2.3735222816467285 (2.4694221019744873) | > loss_gen: 2.327471971511841 (2.3607178330421448) | > loss_kl: 2.8709304332733154 (2.691971719264984) | > loss_feat: 9.265658378601074 (6.654908776283264) | > loss_mel: 17.87087631225586 (18.697526931762695) | > loss_duration: 2.3128087520599365 (2.3432466983795166) | > loss_1: 34.64774703979492 (32.748372077941895)  --> STEP: 5 | > loss_disc: 2.4965007305145264 (2.474837827682495) | > loss_disc_real_0: 0.22280734777450562 (0.14083359241485596) | > loss_disc_real_1: 0.2594316303730011 (0.24278689920902252) | > loss_disc_real_2: 0.2622990012168884 (0.23294588327407836) | > loss_disc_real_3: 0.2593786120414734 (0.2670169621706009) | > loss_disc_real_4: 0.26704350113868713 (0.24996501505374907) | > loss_disc_real_5: 0.314233660697937 (0.24866053760051726) | > loss_0: 2.4965007305145264 (2.474837827682495) | > loss_gen: 2.6650002002716064 (2.4215743064880373) | > loss_kl: 2.5154590606689453 (2.656669187545776) | > loss_feat: 5.894659996032715 (6.502859020233155) | > loss_mel: 18.874576568603516 (18.73293685913086) | > loss_duration: 2.397212505340576 (2.3540398597717287) | > loss_1: 32.34690856933594 (32.6680793762207)  --> STEP: 6 | > loss_disc: 2.345348834991455 (2.4532563289006553) | > loss_disc_real_0: 0.1303175836801529 (0.13908092429240546) | > loss_disc_real_1: 0.2716965079307556 (0.24760516732931137) | > loss_disc_real_2: 0.2802717387676239 (0.24083352585633597) | > loss_disc_real_3: 0.24728108942508698 (0.26372765004634857) | > loss_disc_real_4: 0.2269587218761444 (0.24613063285748163) | > loss_disc_real_5: 0.1598324328660965 (0.2338558534781138) | > loss_0: 2.345348834991455 (2.4532563289006553) | > loss_gen: 2.483652114868164 (2.431920607884725) | > loss_kl: 3.0418639183044434 (2.7208683093388877) | > loss_feat: 6.4053192138671875 (6.486602385838826) | > loss_mel: 18.354511260986328 (18.66986592610677) | > loss_duration: 2.1915442943573 (2.3269572655359902) | > loss_1: 32.476890563964844 (32.63621457417806)  --> STEP: 7 | > loss_disc: 2.454195499420166 (2.453390496117728) | > loss_disc_real_0: 0.1808737814426422 (0.145051332456725) | > loss_disc_real_1: 0.35215118527412415 (0.2625403127499989) | > loss_disc_real_2: 0.2420000284910202 (0.24100016908986227) | > loss_disc_real_3: 0.2985941469669342 (0.2687085781778608) | > loss_disc_real_4: 0.248371422290802 (0.24645074563367025) | > loss_disc_real_5: 0.2815092206001282 (0.24066347735268728) | > loss_0: 2.454195499420166 (2.453390496117728) | > loss_gen: 2.932129144668579 (2.5033789702824185) | > loss_kl: 3.379723072052002 (2.8149904182979038) | > loss_feat: 6.072292327880859 (6.427415234701974) | > loss_mel: 17.749279022216797 (18.538353511265345) | > loss_duration: 2.552731990814209 (2.359210797718593) | > loss_1: 32.686153411865234 (32.643348693847656)  --> STEP: 8 | > loss_disc: 2.374509334564209 (2.443530350923538) | > loss_disc_real_0: 0.14451240003108978 (0.14498396590352058) | > loss_disc_real_1: 0.2850244343280792 (0.26535082794725895) | > loss_disc_real_2: 0.1875203549861908 (0.23431519232690334) | > loss_disc_real_3: 0.2665788233280182 (0.2684423588216305) | > loss_disc_real_4: 0.17486153542995453 (0.2375020943582058) | > loss_disc_real_5: 0.18228386342525482 (0.23336602561175823) | > loss_0: 2.374509334564209 (2.443530350923538) | > loss_gen: 2.4498167037963867 (2.4966836869716644) | > loss_kl: 3.160654306411743 (2.858198404312134) | > loss_feat: 9.667576789855957 (6.832435429096222) | > loss_mel: 20.148393630981445 (18.73960852622986) | > loss_duration: 2.1769845485687256 (2.3364325165748596) | > loss_1: 37.603424072265625 (33.2633581161499)  --> STEP: 9 | > loss_disc: 2.333331346511841 (2.431286017100016) | > loss_disc_real_0: 0.07066282629966736 (0.13672606150309244) | > loss_disc_real_1: 0.23176461458206177 (0.26161902646223706) | > loss_disc_real_2: 0.16646625101566315 (0.22677642107009888) | > loss_disc_real_3: 0.2732728123664856 (0.26897907588216996) | > loss_disc_real_4: 0.2601833641529083 (0.24002223544650608) | > loss_disc_real_5: 0.2791599929332733 (0.23845424420303768) | > loss_0: 2.333331346511841 (2.431286017100016) | > loss_gen: 2.4715735912323 (2.493893676333957) | > loss_kl: 2.19590425491333 (2.7846101654900446) | > loss_feat: 8.598604202270508 (7.028676403893365) | > loss_mel: 19.834548950195312 (18.86126857333713) | > loss_duration: 2.176462173461914 (2.3186580340067544) | > loss_1: 35.27709197998047 (33.48710632324219)  --> STEP: 10 | > loss_disc: 2.309382677078247 (2.419095683097839) | > loss_disc_real_0: 0.15022006630897522 (0.13807546198368073) | > loss_disc_real_1: 0.28479090332984924 (0.26393621414899826) | > loss_disc_real_2: 0.2309008240699768 (0.22718886137008668) | > loss_disc_real_3: 0.2793216407299042 (0.27001333236694336) | > loss_disc_real_4: 0.23495548963546753 (0.2395155608654022) | > loss_disc_real_5: 0.26444727182388306 (0.2410535469651222) | > loss_0: 2.309382677078247 (2.419095683097839) | > loss_gen: 2.8643527030944824 (2.5309395790100098) | > loss_kl: 2.6889781951904297 (2.775046968460083) | > loss_feat: 7.182191371917725 (7.0440279006958) | > loss_mel: 16.991497039794922 (18.67429141998291) | > loss_duration: 2.3255138397216797 (2.319343614578247) | > loss_1: 32.05253601074219 (33.343649291992186)  --> STEP: 11 | > loss_disc: 2.5124218463897705 (2.427579879760742) | > loss_disc_real_0: 0.10874047875404358 (0.13540864532644098) | > loss_disc_real_1: 0.19230423867702484 (0.25742421637881885) | > loss_disc_real_2: 0.1947004795074463 (0.22423537210984665) | > loss_disc_real_3: 0.2637332081794739 (0.26944241198626434) | > loss_disc_real_4: 0.22361254692077637 (0.2380698323249817) | > loss_disc_real_5: 0.25087854266166687 (0.24194672839208084) | > loss_0: 2.5124218463897705 (2.427579879760742) | > loss_gen: 2.120720386505127 (2.4936469251459297) | > loss_kl: 2.8915576934814453 (2.785638852552934) | > loss_feat: 6.052435874938965 (6.953883171081543) | > loss_mel: 17.322847366333008 (18.5514328696511) | > loss_duration: 2.4091367721557617 (2.3275066289034756) | > loss_1: 30.79669952392578 (33.11210840398615)  --> STEP: 12 | > loss_disc: 2.217834949493408 (2.410101135571798) | > loss_disc_real_0: 0.06272915005683899 (0.1293520207206408) | > loss_disc_real_1: 0.21256013214588165 (0.25368554269274074) | > loss_disc_real_2: 0.23908327519893646 (0.2254726973672708) | > loss_disc_real_3: 0.23228314518928528 (0.26634580641984945) | > loss_disc_real_4: 0.19222024083137512 (0.2342490330338478) | > loss_disc_real_5: 0.15264666080474854 (0.23450505609313646) | > loss_0: 2.217834949493408 (2.410101135571798) | > loss_gen: 2.3290956020355225 (2.4799343148867288) | > loss_kl: 2.305845260620117 (2.7456560532251992) | > loss_feat: 6.842441558837891 (6.944596370061238) | > loss_mel: 17.731294631958008 (18.48308801651001) | > loss_duration: 2.2573885917663574 (2.3216634591420493) | > loss_1: 31.466066360473633 (32.97493823369344)  --> STEP: 13 | > loss_disc: 2.403975486755371 (2.409629931816688) | > loss_disc_real_0: 0.1453750729560852 (0.13058456320029038) | > loss_disc_real_1: 0.2855614721775055 (0.25613753726849187) | > loss_disc_real_2: 0.23435398936271667 (0.2261558736746128) | > loss_disc_real_3: 0.30178242921829224 (0.26907170048126816) | > loss_disc_real_4: 0.2763960659503937 (0.23749111248896673) | > loss_disc_real_5: 0.25341150164604187 (0.23595939805874458) | > loss_0: 2.403975486755371 (2.409629931816688) | > loss_gen: 2.590120792388916 (2.4884101977715125) | > loss_kl: 3.0507447719573975 (2.7691244162045994) | > loss_feat: 6.9080424308776855 (6.941784528585581) | > loss_mel: 16.986148834228516 (18.367938848642204) | > loss_duration: 2.217984437942505 (2.3136881498190074) | > loss_1: 31.753040313720703 (32.88094608600323)  --> STEP: 14 | > loss_disc: 2.105128288269043 (2.3878798144204274) | > loss_disc_real_0: 0.06270011514425278 (0.12573567405343056) | > loss_disc_real_1: 0.21984635293483734 (0.25354530981608797) | > loss_disc_real_2: 0.20583972334861755 (0.22470472007989883) | > loss_disc_real_3: 0.2435487061738968 (0.26724862945931305) | > loss_disc_real_4: 0.21555045247077942 (0.23592392248766764) | > loss_disc_real_5: 0.15471312403678894 (0.23015609277146204) | > loss_0: 2.105128288269043 (2.3878798144204274) | > loss_gen: 2.4423024654388428 (2.485116788319179) | > loss_kl: 2.910288095474243 (2.779207536152431) | > loss_feat: 6.845890998840332 (6.934934990746634) | > loss_mel: 19.903257369995117 (18.477604457310267) | > loss_duration: 2.4164910316467285 (2.3210312128067017) | > loss_1: 34.51823043823242 (32.99789496830531)  --> STEP: 15 | > loss_disc: 2.414153575897217 (2.38963139851888) | > loss_disc_real_0: 0.1452195793390274 (0.12703460107247036) | > loss_disc_real_1: 0.23663583397865295 (0.2524180114269256) | > loss_disc_real_2: 0.22483961284160614 (0.22471371293067932) | > loss_disc_real_3: 0.24373899400234222 (0.26568132042884834) | > loss_disc_real_4: 0.14903558790683746 (0.2301313668489456) | > loss_disc_real_5: 0.1505884826183319 (0.22485158542792003) | > loss_0: 2.414153575897217 (2.38963139851888) | > loss_gen: 2.252974033355713 (2.469640604654948) | > loss_kl: 3.0108962059020996 (2.7946534474690754) | > loss_feat: 9.618529319763184 (7.113841279347738) | > loss_mel: 19.810333251953125 (18.56645304361979) | > loss_duration: 2.32444429397583 (2.3212587515513103) | > loss_1: 37.01717758178711 (33.26584714253743)  --> STEP: 16 | > loss_disc: 2.4692375659942627 (2.3946067839860916) | > loss_disc_real_0: 0.09523080289363861 (0.12504686368629336) | > loss_disc_real_1: 0.23636025190353394 (0.2514144014567136) | > loss_disc_real_2: 0.24575862288475037 (0.22602901980280876) | > loss_disc_real_3: 0.25026264786720276 (0.26471765339374553) | > loss_disc_real_4: 0.1785152703523636 (0.22690536081790924) | > loss_disc_real_5: 0.20566433668136597 (0.2236523823812604) | > loss_0: 2.4692375659942627 (2.3946067839860916) | > loss_gen: 2.1753365993499756 (2.451246604323387) | > loss_kl: 2.7852234840393066 (2.794064074754715) | > loss_feat: 7.135661602020264 (7.1152050495147705) | > loss_mel: 18.078569412231445 (18.53596031665802) | > loss_duration: 2.3665170669555664 (2.3240873962640762) | > loss_1: 32.54130935668945 (33.220563530921936)  --> STEP: 17 | > loss_disc: 2.2241668701171875 (2.3845809066996857) | > loss_disc_real_0: 0.059623703360557556 (0.12119844249066185) | > loss_disc_real_1: 0.1919303834438324 (0.24791534157360295) | > loss_disc_real_2: 0.20655418932437897 (0.2248834415393717) | > loss_disc_real_3: 0.316743403673172 (0.2677779916454765) | > loss_disc_real_4: 0.25272175669670105 (0.2284239723401911) | > loss_disc_real_5: 0.2821506857872009 (0.22709345905219808) | > loss_0: 2.2241668701171875 (2.3845809066996857) | > loss_gen: 2.7018375396728516 (2.465987247579238) | > loss_kl: 2.010030508041382 (2.7479444531833424) | > loss_feat: 7.221957206726074 (7.121484588174259) | > loss_mel: 17.938247680664062 (18.500800749834845) | > loss_duration: 2.405608892440796 (2.3288827783921184) | > loss_1: 32.277679443359375 (33.16509976106531)  --> STEP: 18 | > loss_disc: 2.129934310913086 (2.37043387360043) | > loss_disc_real_0: 0.08093162626028061 (0.11896139714452955) | > loss_disc_real_1: 0.19789116084575653 (0.24513622042205593) | > loss_disc_real_2: 0.1478598713874817 (0.22060435430871117) | > loss_disc_real_3: 0.2037651538848877 (0.2642217228809993) | > loss_disc_real_4: 0.1629909873008728 (0.22478880650467342) | > loss_disc_real_5: 0.15877468883991241 (0.2232979718181822) | > loss_0: 2.129934310913086 (2.37043387360043) | > loss_gen: 2.284060001373291 (2.4558801783455744) | > loss_kl: 2.516535997390747 (2.7350884278615317) | > loss_feat: 8.996795654296875 (7.225668536292182) | > loss_mel: 21.387298583984375 (18.66116174062093) | > loss_duration: 2.300416946411133 (2.327301343282064) | > loss_1: 37.485107421875 (33.405100186665855)  --> STEP: 19 | > loss_disc: 2.567338705062866 (2.3807972857826636) | > loss_disc_real_0: 0.11679378151893616 (0.11884731211160358) | > loss_disc_real_1: 0.29085737466812134 (0.24754259696132253) | > loss_disc_real_2: 0.1612585186958313 (0.21748088927645431) | > loss_disc_real_3: 0.26940613985061646 (0.2644945869320318) | > loss_disc_real_4: 0.22346355020999908 (0.2247190561733748) | > loss_disc_real_5: 0.19832661747932434 (0.2219836900108739) | > loss_0: 2.567338705062866 (2.3807972857826636) | > loss_gen: 2.1411237716674805 (2.439314051678306) | > loss_kl: 1.9702870845794678 (2.6948357255835282) | > loss_feat: 6.148014545440674 (7.168949905194734) | > loss_mel: 17.790454864501953 (18.61533506293046) | > loss_duration: 2.317030429840088 (2.326760768890381) | > loss_1: 30.366910934448242 (33.245195489180716)  --> STEP: 20 | > loss_disc: 2.5009405612945557 (2.386804449558258) | > loss_disc_real_0: 0.14538514614105225 (0.12017420381307602) | > loss_disc_real_1: 0.23571214079856873 (0.24695107415318485) | > loss_disc_real_2: 0.20488771796226501 (0.21685123071074486) | > loss_disc_real_3: 0.27372002601623535 (0.264955858886242) | > loss_disc_real_4: 0.25339487195014954 (0.22615284696221352) | > loss_disc_real_5: 0.29429957270622253 (0.22559948414564132) | > loss_0: 2.5009405612945557 (2.386804449558258) | > loss_gen: 2.431523323059082 (2.438924515247345) | > loss_kl: 1.7808066606521606 (2.6491342723369598) | > loss_feat: 7.763178825378418 (7.198661351203919) | > loss_mel: 20.00608253479004 (18.684872436523438) | > loss_duration: 2.2718911170959473 (2.324017286300659) | > loss_1: 34.253482818603516 (33.295609855651854)  --> STEP: 21 | > loss_disc: 2.4769580364227295 (2.3910974775041853) | > loss_disc_real_0: 0.13288432359695435 (0.12077944761230833) | > loss_disc_real_1: 0.25286778807640076 (0.24723282243524275) | > loss_disc_real_2: 0.20690424740314484 (0.21637756483895437) | > loss_disc_real_3: 0.2561650276184082 (0.26453724787348804) | > loss_disc_real_4: 0.21339651942253113 (0.2255454027936572) | > loss_disc_real_5: 0.23093359172344208 (0.22585348926839374) | > loss_0: 2.4769580364227295 (2.3910974775041853) | > loss_gen: 2.2079720497131348 (2.427926778793335) | > loss_kl: 2.4650893211364746 (2.6403702270416987) | > loss_feat: 5.615057468414307 (7.1232516424996515) | > loss_mel: 15.211065292358398 (18.519453048706055) | > loss_duration: 2.1475653648376465 (2.3156148138500394) | > loss_1: 27.64674949645996 (33.02661650521414)  --> STEP: 22 | > loss_disc: 2.292793035507202 (2.38662909377705) | > loss_disc_real_0: 0.13628076016902924 (0.1214840527285229) | > loss_disc_real_1: 0.28403323888778687 (0.2489055686376311) | > loss_disc_real_2: 0.1727631539106369 (0.21439509161493994) | > loss_disc_real_3: 0.20265302062034607 (0.2617243284528907) | > loss_disc_real_4: 0.18093310296535492 (0.22351757098327985) | > loss_disc_real_5: 0.23276269435882568 (0.22616754404523157) | > loss_0: 2.292793035507202 (2.38662909377705) | > loss_gen: 2.397204875946045 (2.4265303286639126) | > loss_kl: 2.3090384006500244 (2.6253096894784407) | > loss_feat: 7.142728328704834 (7.124136946418068) | > loss_mel: 18.548490524291992 (18.52077293395996) | > loss_duration: 2.185905694961548 (2.3097189448096533) | > loss_1: 32.583370208740234 (33.00646894628351)  --> STEP: 23 | > loss_disc: 2.5024337768554688 (2.3916640799978506) | > loss_disc_real_0: 0.15543074905872345 (0.12295999604722728) | > loss_disc_real_1: 0.2284838855266571 (0.2480176693719366) | > loss_disc_real_2: 0.16445276141166687 (0.21222368595392807) | > loss_disc_real_3: 0.3200583755970001 (0.2642605913721998) | > loss_disc_real_4: 0.23168820142745972 (0.2238728157852007) | > loss_disc_real_5: 0.29424992203712463 (0.22912764743618344) | > loss_0: 2.5024337768554688 (2.3916640799978506) | > loss_gen: 2.3378829956054688 (2.4226760967918066) | > loss_kl: 2.5829918384552 (2.623469782912213) | > loss_feat: 6.432374477386475 (7.094060317329738) | > loss_mel: 17.808143615722656 (18.48978905055834) | > loss_duration: 2.2415435314178467 (2.306754796401314) | > loss_1: 31.402935028076172 (32.9367500802745)  --> STEP: 24 | > loss_disc: 2.326624870300293 (2.388954112927119) | > loss_disc_real_0: 0.07664448767900467 (0.12103018319855134) | > loss_disc_real_1: 0.2920709550380707 (0.24985322294135884) | > loss_disc_real_2: 0.19400440156459808 (0.21146454910437265) | > loss_disc_real_3: 0.2773163914680481 (0.2648045830428602) | > loss_disc_real_4: 0.19862276315689087 (0.22282073025902113) | > loss_disc_real_5: 0.20911850035190582 (0.22829393297433853) | > loss_0: 2.326624870300293 (2.388954112927119) | > loss_gen: 2.4335732460021973 (2.423130144675573) | > loss_kl: 2.268120527267456 (2.608663563927015) | > loss_feat: 6.379339694976807 (7.064280291398366) | > loss_mel: 18.957782745361328 (18.509288787841797) | > loss_duration: 2.427610397338867 (2.3117904464403787) | > loss_1: 32.466426849365234 (32.91715327898661)  --> STEP: 25 | > loss_disc: 2.521641969680786 (2.3942616271972654) | > loss_disc_real_0: 0.12269314378499985 (0.12109670162200928) | > loss_disc_real_1: 0.2698916792869568 (0.25065476119518276) | > loss_disc_real_2: 0.21382111310958862 (0.2115588116645813) | > loss_disc_real_3: 0.2373979538679123 (0.26370831787586224) | > loss_disc_real_4: 0.2222517430782318 (0.22279797077178956) | > loss_disc_real_5: 0.2540305554866791 (0.22932339787483216) | > loss_0: 2.521641969680786 (2.3942616271972654) | > loss_gen: 2.1667160987854004 (2.412873582839966) | > loss_kl: 3.0505828857421875 (2.6263403367996214) | > loss_feat: 7.758841037750244 (7.092062721252441) | > loss_mel: 17.614355087280273 (18.473491439819338) | > loss_duration: 2.377732753753662 (2.31442813873291) | > loss_1: 32.96822738647461 (32.91919624328613)  --> STEP: 26 | > loss_disc: 2.3207149505615234 (2.3914329088651214) | > loss_disc_real_0: 0.09375780075788498 (0.12004520543492757) | > loss_disc_real_1: 0.11592524498701096 (0.2454728567256377) | > loss_disc_real_2: 0.1276596188545227 (0.2083319196334252) | > loss_disc_real_3: 0.11981602013111115 (0.25817399873183333) | > loss_disc_real_4: 0.20239505171775818 (0.22201324311586526) | > loss_disc_real_5: 0.13088490068912506 (0.22553730182922804) | > loss_0: 2.3207149505615234 (2.3914329088651214) | > loss_gen: 2.0272278785705566 (2.398041055752681) | > loss_kl: 2.4301459789276123 (2.6187943999583903) | > loss_feat: 15.690068244934082 (7.422755241394043) | > loss_mel: 20.655813217163086 (18.557426892794098) | > loss_duration: 2.344076633453369 (2.3155684654529276) | > loss_1: 43.147335052490234 (33.31258619748628) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023736495238084057 (-7.684414203350861e-06) | > avg_loss_disc: 2.3914329088651214 (+0.03924340468186571) | > avg_loss_disc_real_0: 0.12004520543492757 (+0.026776782738474697) | > avg_loss_disc_real_1: 0.2454728567256377 (+0.10884768401200953) | > avg_loss_disc_real_2: 0.2083319196334252 (-0.038234051030415744) | > avg_loss_disc_real_3: 0.25817399873183333 (-0.01717609281723309) | > avg_loss_disc_real_4: 0.22201324311586526 (-0.03457819211941507) | > avg_loss_disc_real_5: 0.22553730182922804 (-0.008435494624651374) | > avg_loss_0: 2.3914329088651214 (+0.03924340468186571) | > avg_loss_gen: 2.398041055752681 (+0.033952231590564264) | > avg_loss_kl: 2.6187943999583903 (+0.14491347624705364) | > avg_loss_feat: 7.422755241394043 (+0.34450380618755627) | > avg_loss_mel: 18.557426892794098 (+0.5812447254474371) | > avg_loss_duration: 2.3155684654529276 (+0.006611961584825021) | > avg_loss_1: 33.31258619748628 (+1.1112262285672614)  > EPOCH: 343/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:05:03)   --> TIME: 2024-06-11 06:05:08 -- STEP: 9/330 -- GLOBAL_STEP: 201200 | > loss_disc: 2.3419408798217773 (2.351834191216363) | > loss_disc_real_0: 0.1603812426328659 (0.11328659372197257) | > loss_disc_real_1: 0.205200657248497 (0.19115835262669456) | > loss_disc_real_2: 0.2126034051179886 (0.21061664488580492) | > loss_disc_real_3: 0.2340880185365677 (0.22662691275278726) | > loss_disc_real_4: 0.2475542575120926 (0.23407183753119576) | > loss_disc_real_5: 0.23223499953746796 (0.21882958544625175) | > loss_0: 2.3419408798217773 (2.351834191216363) | > grad_norm_0: tensor(12.2870, device='cuda:0') (tensor(11.4593, device='cuda:0')) | > loss_gen: 2.5547168254852295 (2.438935253355238) | > loss_kl: 2.0186402797698975 (1.920565750863817) | > loss_feat: 6.783238410949707 (6.785040961371528) | > loss_mel: 18.283538818359375 (18.677238040500217) | > loss_duration: 2.122065782546997 (2.192898670832316) | > loss_1: 31.7622013092041 (32.014678955078125) | > grad_norm_1: tensor(155.7132, device='cuda:0') (tensor(137.0825, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3343 (0.347767882876926) | > loader_time: 0.0028 (0.0029868284861246743)  --> TIME: 2024-06-11 06:05:17 -- STEP: 34/330 -- GLOBAL_STEP: 201225 | > loss_disc: 2.2944679260253906 (2.335303678232081) | > loss_disc_real_0: 0.09324239194393158 (0.11231633012785631) | > loss_disc_real_1: 0.20338299870491028 (0.19632730589193456) | > loss_disc_real_2: 0.24429155886173248 (0.21447189415202422) | > loss_disc_real_3: 0.227035254240036 (0.22545322337571314) | > loss_disc_real_4: 0.20778809487819672 (0.22845855749705257) | > loss_disc_real_5: 0.20944206416606903 (0.21980352699756622) | > loss_0: 2.2944679260253906 (2.335303678232081) | > grad_norm_0: tensor(9.3432, device='cuda:0') (tensor(11.3141, device='cuda:0')) | > loss_gen: 2.5032575130462646 (2.496150079895468) | > loss_kl: 1.9918595552444458 (1.8639615949462442) | > loss_feat: 7.54042911529541 (7.1642155366785385) | > loss_mel: 18.82237434387207 (18.54552459716797) | > loss_duration: 2.0673828125 (2.07831710577011) | > loss_1: 32.9253044128418 (32.14816890043372) | > grad_norm_1: tensor(169.9332, device='cuda:0') (tensor(134.5770, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3559 (0.3552899500902961) | > loader_time: 0.0032 (0.003235774881699506)  --> TIME: 2024-06-11 06:05:26 -- STEP: 59/330 -- GLOBAL_STEP: 201250 | > loss_disc: 2.3573312759399414 (2.3301988860308103) | > loss_disc_real_0: 0.11955443769693375 (0.11098737888417001) | > loss_disc_real_1: 0.1911105364561081 (0.1978505986221766) | > loss_disc_real_2: 0.17894898355007172 (0.21399422671835303) | > loss_disc_real_3: 0.2319031059741974 (0.22779565367658258) | > loss_disc_real_4: 0.23619475960731506 (0.22636254712686701) | > loss_disc_real_5: 0.25990962982177734 (0.21840488506575761) | > loss_0: 2.3573312759399414 (2.3301988860308103) | > grad_norm_0: tensor(22.2197, device='cuda:0') (tensor(10.9842, device='cuda:0')) | > loss_gen: 2.5732357501983643 (2.5160282223911614) | > loss_kl: 2.006761312484741 (1.8550206746085216) | > loss_feat: 7.1790924072265625 (7.20105173628209) | > loss_mel: 18.555002212524414 (18.48529812441034) | > loss_duration: 1.9864518642425537 (2.0479837898480686) | > loss_1: 32.30054473876953 (32.10538262836004) | > grad_norm_1: tensor(224.1257, device='cuda:0') (tensor(134.5326, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3534 (0.35990592180672343) | > loader_time: 0.0035 (0.00338907969200005)  --> TIME: 2024-06-11 06:05:36 -- STEP: 84/330 -- GLOBAL_STEP: 201275 | > loss_disc: 2.4039580821990967 (2.3303931014878394) | > loss_disc_real_0: 0.06530630588531494 (0.11107004220996584) | > loss_disc_real_1: 0.21496202051639557 (0.19772381211320564) | > loss_disc_real_2: 0.22053773701190948 (0.21409620930041587) | > loss_disc_real_3: 0.21030139923095703 (0.2260147145106679) | > loss_disc_real_4: 0.2006639838218689 (0.22597097658685275) | > loss_disc_real_5: 0.20224285125732422 (0.21865754787411013) | > loss_0: 2.4039580821990967 (2.3303931014878394) | > grad_norm_0: tensor(32.2623, device='cuda:0') (tensor(13.6271, device='cuda:0')) | > loss_gen: 2.409252405166626 (2.5141928877149313) | > loss_kl: 1.854980230331421 (1.864106453600384) | > loss_feat: 7.136595249176025 (7.249832034111023) | > loss_mel: 18.022581100463867 (18.428409985133584) | > loss_duration: 2.092884063720703 (2.036572359857104) | > loss_1: 31.516292572021484 (32.09311376299176) | > grad_norm_1: tensor(379.5836, device='cuda:0') (tensor(181.9588, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3618 (0.3628429146040054) | > loader_time: 0.0037 (0.003506226199013846)  --> TIME: 2024-06-11 06:05:45 -- STEP: 109/330 -- GLOBAL_STEP: 201300 | > loss_disc: 2.315094470977783 (2.3331880219485766) | > loss_disc_real_0: 0.11658778041601181 (0.11342351412007567) | > loss_disc_real_1: 0.23209919035434723 (0.19925300462530296) | > loss_disc_real_2: 0.24389556050300598 (0.21391862152366464) | > loss_disc_real_3: 0.23862487077713013 (0.22610973054115927) | > loss_disc_real_4: 0.23102803528308868 (0.2268800903624351) | > loss_disc_real_5: 0.2033766657114029 (0.21869943530187697) | > loss_0: 2.315094470977783 (2.3331880219485766) | > grad_norm_0: tensor(21.0773, device='cuda:0') (tensor(16.2335, device='cuda:0')) | > loss_gen: 2.525358200073242 (2.5145582124727586) | > loss_kl: 1.771951675415039 (1.863452980277735) | > loss_feat: 6.8723530769348145 (7.224309693782701) | > loss_mel: 17.813608169555664 (18.355686922685827) | > loss_duration: 1.9765186309814453 (2.0358789174928575) | > loss_1: 30.959789276123047 (31.993886790144327) | > grad_norm_1: tensor(328.2858, device='cuda:0') (tensor(204.2520, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3743 (0.3646543857154496) | > loader_time: 0.0047 (0.003601325761287584)  --> TIME: 2024-06-11 06:05:55 -- STEP: 134/330 -- GLOBAL_STEP: 201325 | > loss_disc: 2.350189685821533 (2.3375159502029406) | > loss_disc_real_0: 0.11095832288265228 (0.11350888675495759) | > loss_disc_real_1: 0.17939138412475586 (0.1997306168968998) | > loss_disc_real_2: 0.22221921384334564 (0.21446875049107111) | > loss_disc_real_3: 0.2232731729745865 (0.22729226835628055) | > loss_disc_real_4: 0.21419410407543182 (0.226229962795528) | > loss_disc_real_5: 0.211728036403656 (0.21854238556836972) | > loss_0: 2.350189685821533 (2.3375159502029406) | > grad_norm_0: tensor(7.3050, device='cuda:0') (tensor(17.9331, device='cuda:0')) | > loss_gen: 2.5989937782287598 (2.5125092392537134) | > loss_kl: 2.120560646057129 (1.8705321585954124) | > loss_feat: 7.232567310333252 (7.2252765377955654) | > loss_mel: 18.163150787353516 (18.362780286304993) | > loss_duration: 2.043215036392212 (2.0380970702242496) | > loss_1: 32.15848922729492 (32.00919545586427) | > grad_norm_1: tensor(458.7903, device='cuda:0') (tensor(212.4687, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3812 (0.3664417889580797) | > loader_time: 0.0046 (0.0037237797210465614)  --> TIME: 2024-06-11 06:06:05 -- STEP: 159/330 -- GLOBAL_STEP: 201350 | > loss_disc: 2.2335402965545654 (2.3388029569349946) | > loss_disc_real_0: 0.0831676721572876 (0.11409110020635263) | > loss_disc_real_1: 0.15969035029411316 (0.19976916318794474) | > loss_disc_real_2: 0.18426358699798584 (0.21460082442880427) | > loss_disc_real_3: 0.22834527492523193 (0.22752063585527288) | > loss_disc_real_4: 0.22278353571891785 (0.22681752896908694) | > loss_disc_real_5: 0.21263650059700012 (0.2183467000722885) | > loss_0: 2.2335402965545654 (2.3388029569349946) | > grad_norm_0: tensor(10.1164, device='cuda:0') (tensor(20.7604, device='cuda:0')) | > loss_gen: 2.6720147132873535 (2.5171327261055043) | > loss_kl: 1.943490982055664 (1.8737617626130205) | > loss_feat: 6.718809127807617 (7.217982457118964) | > loss_mel: 17.47494888305664 (18.346707817893357) | > loss_duration: 2.046725034713745 (2.039996706464756) | > loss_1: 30.855987548828125 (31.99558158490641) | > grad_norm_1: tensor(422.3463, device='cuda:0') (tensor(229.6634, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3659 (0.369085005994113) | > loader_time: 0.0043 (0.00385838934460526)  --> TIME: 2024-06-11 06:06:14 -- STEP: 184/330 -- GLOBAL_STEP: 201375 | > loss_disc: 2.2496941089630127 (2.3358089094576626) | > loss_disc_real_0: 0.10998830199241638 (0.11405838740503658) | > loss_disc_real_1: 0.20523187518119812 (0.20004181709626453) | > loss_disc_real_2: 0.2895306646823883 (0.2148297257397486) | > loss_disc_real_3: 0.22769999504089355 (0.22748985651718534) | > loss_disc_real_4: 0.22132234275341034 (0.2259103737609542) | > loss_disc_real_5: 0.2200162261724472 (0.21819838881492615) | > loss_0: 2.2496941089630127 (2.3358089094576626) | > grad_norm_0: tensor(43.2606, device='cuda:0') (tensor(22.7677, device='cuda:0')) | > loss_gen: 2.6309397220611572 (2.5259522432866306) | > loss_kl: 1.801694631576538 (1.8732999135618624) | > loss_feat: 8.013434410095215 (7.234238199565722) | > loss_mel: 18.12158966064453 (18.303518958713695) | > loss_duration: 2.08707594871521 (2.0462492108345045) | > loss_1: 32.65473175048828 (31.98325863091841) | > grad_norm_1: tensor(600.8390, device='cuda:0') (tensor(249.9604, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3959 (0.37194648255472584) | > loader_time: 0.0046 (0.003983448381009311)  --> TIME: 2024-06-11 06:06:25 -- STEP: 209/330 -- GLOBAL_STEP: 201400 | > loss_disc: 2.3797430992126465 (2.336439031162901) | > loss_disc_real_0: 0.09851177036762238 (0.11505055015808657) | > loss_disc_real_1: 0.18562059104442596 (0.199880477985697) | > loss_disc_real_2: 0.2276991754770279 (0.21435182331281416) | > loss_disc_real_3: 0.24297703802585602 (0.2273984731099252) | > loss_disc_real_4: 0.26646456122398376 (0.22561446823286668) | > loss_disc_real_5: 0.24528932571411133 (0.21784162842200705) | > loss_0: 2.3797430992126465 (2.336439031162901) | > grad_norm_0: tensor(36.3084, device='cuda:0') (tensor(24.5945, device='cuda:0')) | > loss_gen: 2.524198055267334 (2.5261719272467507) | > loss_kl: 1.8443065881729126 (1.880163548665754) | > loss_feat: 6.842474937438965 (7.253463619633725) | > loss_mel: 18.18977928161621 (18.262876282468365) | > loss_duration: 2.133946657180786 (2.053463457874136) | > loss_1: 31.534706115722656 (31.976138931712455) | > grad_norm_1: tensor(127.5612, device='cuda:0') (tensor(264.9334, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.3928 (0.3753668520439183) | > loader_time: 0.0049 (0.004106066443703391)  --> TIME: 2024-06-11 06:06:35 -- STEP: 234/330 -- GLOBAL_STEP: 201425 | > loss_disc: 2.3249125480651855 (2.336690450325991) | > loss_disc_real_0: 0.11757674813270569 (0.11573517215875988) | > loss_disc_real_1: 0.2102760374546051 (0.19978027122142994) | > loss_disc_real_2: 0.191604882478714 (0.21398688305137503) | > loss_disc_real_3: 0.23725424706935883 (0.2275088043549122) | > loss_disc_real_4: 0.22742721438407898 (0.22590574577578112) | > loss_disc_real_5: 0.21547240018844604 (0.2175190018919798) | > loss_0: 2.3249125480651855 (2.336690450325991) | > grad_norm_0: tensor(45.8690, device='cuda:0') (tensor(25.5131, device='cuda:0')) | > loss_gen: 2.495501756668091 (2.5207521874680476) | > loss_kl: 1.872402548789978 (1.884448877766601) | > loss_feat: 7.174255847930908 (7.23728448101598) | > loss_mel: 17.813594818115234 (18.208148361271263) | > loss_duration: 2.1265134811401367 (2.0617332855860404) | > loss_1: 31.482269287109375 (31.91236727461855) | > grad_norm_1: tensor(369.7203, device='cuda:0') (tensor(275.7276, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.434 (0.3795270553001989) | > loader_time: 0.0061 (0.004249607395922017)  --> TIME: 2024-06-11 06:06:46 -- STEP: 259/330 -- GLOBAL_STEP: 201450 | > loss_disc: 2.5149803161621094 (2.336809324021506) | > loss_disc_real_0: 0.23987247049808502 (0.116717450133737) | > loss_disc_real_1: 0.19931408762931824 (0.19915190183748155) | > loss_disc_real_2: 0.22317253053188324 (0.2142063036388412) | > loss_disc_real_3: 0.24700957536697388 (0.22719896121605024) | > loss_disc_real_4: 0.25061458349227905 (0.22585084142602088) | > loss_disc_real_5: 0.24891521036624908 (0.21813444373230217) | > loss_0: 2.5149803161621094 (2.336809324021506) | > grad_norm_0: tensor(76.3105, device='cuda:0') (tensor(27.7948, device='cuda:0')) | > loss_gen: 2.5871646404266357 (2.524679171993005) | > loss_kl: 1.7936254739761353 (1.88484961231703) | > loss_feat: 6.391036033630371 (7.258359689970274) | > loss_mel: 17.564714431762695 (18.1879341537888) | > loss_duration: 2.1653285026550293 (2.0688499170840937) | > loss_1: 30.501869201660156 (31.92467261649466) | > grad_norm_1: tensor(271.8939, device='cuda:0') (tensor(288.8925, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.4181 (0.3843505419359243) | > loader_time: 0.0066 (0.004413748339796618)  --> TIME: 2024-06-11 06:06:58 -- STEP: 284/330 -- GLOBAL_STEP: 201475 | > loss_disc: 2.4913620948791504 (2.3367592003983524) | > loss_disc_real_0: 0.17640118300914764 (0.11746066033472898) | > loss_disc_real_1: 0.1432121992111206 (0.19898967224527414) | > loss_disc_real_2: 0.1909019649028778 (0.214704058749575) | > loss_disc_real_3: 0.20336006581783295 (0.22718717105371852) | > loss_disc_real_4: 0.22947731614112854 (0.22542216334964177) | > loss_disc_real_5: 0.22401593625545502 (0.217747980702511) | > loss_0: 2.4913620948791504 (2.3367592003983524) | > grad_norm_0: tensor(55.5898, device='cuda:0') (tensor(29.5693, device='cuda:0')) | > loss_gen: 2.4481375217437744 (2.5268386056725407) | > loss_kl: 1.861757755279541 (1.890718675415281) | > loss_feat: 7.061973571777344 (7.283699668629069) | > loss_mel: 17.338600158691406 (18.15490539980606) | > loss_duration: 2.1627657413482666 (2.077779339232915) | > loss_1: 30.873233795166016 (31.933941780681334) | > grad_norm_1: tensor(73.3798, device='cuda:0') (tensor(300.2781, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.4397 (0.3893808092869501) | > loader_time: 0.0061 (0.004577266498350761)  --> TIME: 2024-06-11 06:07:10 -- STEP: 309/330 -- GLOBAL_STEP: 201500 | > loss_disc: 2.4336743354797363 (2.343578570097397) | > loss_disc_real_0: 0.14220324158668518 (0.1188315104777566) | > loss_disc_real_1: 0.1962064504623413 (0.19980140758563786) | > loss_disc_real_2: 0.1985466629266739 (0.21485582476294918) | > loss_disc_real_3: 0.2529747784137726 (0.2276200284656969) | > loss_disc_real_4: 0.2524356245994568 (0.22623364815434197) | > loss_disc_real_5: 0.20312035083770752 (0.2183754736840917) | > loss_0: 2.4336743354797363 (2.343578570097397) | > grad_norm_0: tensor(33.8256, device='cuda:0') (tensor(30.4197, device='cuda:0')) | > loss_gen: 2.4668936729431152 (2.5223559206743458) | > loss_kl: 1.9764251708984375 (1.8917404690992485) | > loss_feat: 7.54766845703125 (7.287421934812972) | > loss_mel: 17.478271484375 (18.107796270870466) | > loss_duration: 2.258674383163452 (2.088808144566313) | > loss_1: 31.727933883666992 (31.898122805993527) | > grad_norm_1: tensor(357.5382, device='cuda:0') (tensor(303.7051, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.5006 (0.396292809143807) | > loader_time: 0.0073 (0.004774267233691167) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_201500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4854137897491455 (2.4854137897491455) | > loss_disc_real_0: 0.1243576928973198 (0.1243576928973198) | > loss_disc_real_1: 0.17522850632667542 (0.17522850632667542) | > loss_disc_real_2: 0.18473689258098602 (0.18473689258098602) | > loss_disc_real_3: 0.21930211782455444 (0.21930211782455444) | > loss_disc_real_4: 0.26592451333999634 (0.26592451333999634) | > loss_disc_real_5: 0.25765275955200195 (0.25765275955200195) | > loss_0: 2.4854137897491455 (2.4854137897491455) | > loss_gen: 2.2310373783111572 (2.2310373783111572) | > loss_kl: 2.1903910636901855 (2.1903910636901855) | > loss_feat: 5.665701866149902 (5.665701866149902) | > loss_mel: 15.736834526062012 (15.736834526062012) | > loss_duration: 2.853426218032837 (2.853426218032837) | > loss_1: 28.677391052246094 (28.677391052246094)  --> STEP: 1 | > loss_disc: 2.4647953510284424 (2.4647953510284424) | > loss_disc_real_0: 0.08826182782649994 (0.08826182782649994) | > loss_disc_real_1: 0.17774853110313416 (0.17774853110313416) | > loss_disc_real_2: 0.1816849261522293 (0.1816849261522293) | > loss_disc_real_3: 0.23729462921619415 (0.23729462921619415) | > loss_disc_real_4: 0.1977735310792923 (0.1977735310792923) | > loss_disc_real_5: 0.15523426234722137 (0.15523426234722137) | > loss_0: 2.4647953510284424 (2.4647953510284424) | > loss_gen: 1.9058414697647095 (1.9058414697647095) | > loss_kl: 2.6043500900268555 (2.6043500900268555) | > loss_feat: 5.575483322143555 (5.575483322143555) | > loss_mel: 19.029325485229492 (19.029325485229492) | > loss_duration: 2.3837287425994873 (2.3837287425994873) | > loss_1: 31.498729705810547 (31.498729705810547)  --> STEP: 2 | > loss_disc: 2.185593843460083 (2.3251945972442627) | > loss_disc_real_0: 0.0431714802980423 (0.06571665406227112) | > loss_disc_real_1: 0.14114412665367126 (0.1594463288784027) | > loss_disc_real_2: 0.23011741042137146 (0.20590116828680038) | > loss_disc_real_3: 0.23199494183063507 (0.2346447855234146) | > loss_disc_real_4: 0.22129802405834198 (0.20953577756881714) | > loss_disc_real_5: 0.24400225281715393 (0.19961825758218765) | > loss_0: 2.185593843460083 (2.3251945972442627) | > loss_gen: 2.442124605178833 (2.1739830374717712) | > loss_kl: 2.88979172706604 (2.7470709085464478) | > loss_feat: 5.571267604827881 (5.573375463485718) | > loss_mel: 18.950225830078125 (18.98977565765381) | > loss_duration: 2.503108501434326 (2.4434186220169067) | > loss_1: 32.35651779174805 (31.927623748779297)  --> STEP: 3 | > loss_disc: 2.0683629512786865 (2.239584048589071) | > loss_disc_real_0: 0.08847585320472717 (0.07330305377642314) | > loss_disc_real_1: 0.1503291130065918 (0.15640725692113241) | > loss_disc_real_2: 0.20325878262519836 (0.2050203730662664) | > loss_disc_real_3: 0.253298282623291 (0.24086261789004007) | > loss_disc_real_4: 0.2263609766960144 (0.2151441772778829) | > loss_disc_real_5: 0.2358628660440445 (0.21169979373613992) | > loss_0: 2.0683629512786865 (2.239584048589071) | > loss_gen: 2.785714626312256 (2.377893567085266) | > loss_kl: 2.9097037315368652 (2.8012818495432534) | > loss_feat: 7.694378852844238 (6.280376593271892) | > loss_mel: 17.6911678314209 (18.55690638224284) | > loss_duration: 2.225666046142578 (2.3708344300587973) | > loss_1: 33.30663299560547 (32.38729349772135)  --> STEP: 4 | > loss_disc: 2.302503824234009 (2.255313992500305) | > loss_disc_real_0: 0.13207361102104187 (0.08799569308757782) | > loss_disc_real_1: 0.18573443591594696 (0.16373905166983604) | > loss_disc_real_2: 0.18148329854011536 (0.19913610443472862) | > loss_disc_real_3: 0.17824168503284454 (0.2252073846757412) | > loss_disc_real_4: 0.14363346993923187 (0.19726650044322014) | > loss_disc_real_5: 0.1825692504644394 (0.2044171579182148) | > loss_0: 2.302503824234009 (2.255313992500305) | > loss_gen: 2.1184751987457275 (2.3130389750003815) | > loss_kl: 2.2042157649993896 (2.6520153284072876) | > loss_feat: 7.9962944984436035 (6.709356069564819) | > loss_mel: 19.369951248168945 (18.760167598724365) | > loss_duration: 2.309353828430176 (2.355464279651642) | > loss_1: 33.998291015625 (32.790042877197266)  --> STEP: 5 | > loss_disc: 2.433885097503662 (2.2910282135009767) | > loss_disc_real_0: 0.16347306966781616 (0.10309116840362549) | > loss_disc_real_1: 0.23374801874160767 (0.17774084508419036) | > loss_disc_real_2: 0.2007162868976593 (0.19945214092731475) | > loss_disc_real_3: 0.19761863350868225 (0.21968963444232942) | > loss_disc_real_4: 0.20461733639240265 (0.19873666763305664) | > loss_disc_real_5: 0.1719237118959427 (0.19791846871376037) | > loss_0: 2.433885097503662 (2.2910282135009767) | > loss_gen: 2.0942792892456055 (2.269287037849426) | > loss_kl: 2.133903741836548 (2.5483930110931396) | > loss_feat: 5.48025369644165 (6.463535594940185) | > loss_mel: 19.32150650024414 (18.87243537902832) | > loss_duration: 2.3031773567199707 (2.345006895065308) | > loss_1: 31.33312225341797 (32.49865875244141)  --> STEP: 6 | > loss_disc: 2.463883876800537 (2.31983749071757) | > loss_disc_real_0: 0.09202814102172852 (0.10124733050664265) | > loss_disc_real_1: 0.167611226439476 (0.17605257531007132) | > loss_disc_real_2: 0.21420696377754211 (0.20191127806901932) | > loss_disc_real_3: 0.23473747074604034 (0.22219760715961456) | > loss_disc_real_4: 0.24728673696517944 (0.20682834585507712) | > loss_disc_real_5: 0.250713974237442 (0.206717719634374) | > loss_0: 2.463883876800537 (2.31983749071757) | > loss_gen: 2.1046855449676514 (2.2418534557024636) | > loss_kl: 2.880406141281128 (2.6037285327911377) | > loss_feat: 4.785521507263184 (6.183866580327352) | > loss_mel: 13.380097389221191 (17.957045714060467) | > loss_duration: 2.2095749378204346 (2.322434902191162) | > loss_1: 25.36028480529785 (31.308929761250813)  --> STEP: 7 | > loss_disc: 2.519380569458008 (2.348343644823347) | > loss_disc_real_0: 0.16441747546195984 (0.11027163692883082) | > loss_disc_real_1: 0.21552258729934692 (0.1816911484513964) | > loss_disc_real_2: 0.3232211172580719 (0.21924125509602682) | > loss_disc_real_3: 0.23936481773853302 (0.22465006581374578) | > loss_disc_real_4: 0.22862231731414795 (0.2099417703492301) | > loss_disc_real_5: 0.25479942560195923 (0.21358653477260045) | > loss_0: 2.519380569458008 (2.348343644823347) | > loss_gen: 2.3079981803894043 (2.2513027020863126) | > loss_kl: 3.387601613998413 (2.715710401535034) | > loss_feat: 4.646477222442627 (5.964239529200962) | > loss_mel: 16.152530670166016 (17.699257850646973) | > loss_duration: 2.502394676208496 (2.3481434413364957) | > loss_1: 28.99700164794922 (30.978654316493444)  --> STEP: 8 | > loss_disc: 2.2424709796905518 (2.3351095616817474) | > loss_disc_real_0: 0.13569322228431702 (0.1134493350982666) | > loss_disc_real_1: 0.14402422308921814 (0.17698278278112411) | > loss_disc_real_2: 0.17688851058483124 (0.21394716203212738) | > loss_disc_real_3: 0.2953633964061737 (0.23348923213779926) | > loss_disc_real_4: 0.19074831902980804 (0.20754258893430233) | > loss_disc_real_5: 0.20016877353191376 (0.2119093146175146) | > loss_0: 2.2424709796905518 (2.3351095616817474) | > loss_gen: 2.3846752643585205 (2.2679742723703384) | > loss_kl: 2.6482441425323486 (2.7072771191596985) | > loss_feat: 7.972115516662598 (6.215224027633667) | > loss_mel: 17.24960708618164 (17.643051505088806) | > loss_duration: 2.224003314971924 (2.332625925540924) | > loss_1: 32.47864532470703 (31.16615319252014)  --> STEP: 9 | > loss_disc: 2.4144046306610107 (2.3439201249016657) | > loss_disc_real_0: 0.2296825647354126 (0.12636413839128283) | > loss_disc_real_1: 0.17448677122592926 (0.17670544816388023) | > loss_disc_real_2: 0.18571875989437103 (0.21081067290571) | > loss_disc_real_3: 0.17239926755428314 (0.22670145829518637) | > loss_disc_real_4: 0.23720744252204895 (0.2108386837773853) | > loss_disc_real_5: 0.13260363042354584 (0.20309757192929587) | > loss_0: 2.4144046306610107 (2.3439201249016657) | > loss_gen: 2.318892240524292 (2.2736318243874445) | > loss_kl: 2.248683214187622 (2.6563222408294678) | > loss_feat: 10.71088695526123 (6.714742130703396) | > loss_mel: 19.749698638916016 (17.877123408847385) | > loss_duration: 2.132070541381836 (2.310341993967692) | > loss_1: 37.16023254394531 (31.83216200934516)  --> STEP: 10 | > loss_disc: 2.558547019958496 (2.3653828144073485) | > loss_disc_real_0: 0.19033142924308777 (0.13276086747646332) | > loss_disc_real_1: 0.17513014376163483 (0.1765479177236557) | > loss_disc_real_2: 0.24981464445590973 (0.21471107006072998) | > loss_disc_real_3: 0.2877534031867981 (0.23280665278434753) | > loss_disc_real_4: 0.2909299433231354 (0.2188478097319603) | > loss_disc_real_5: 0.2547757029533386 (0.20826538503170014) | > loss_0: 2.558547019958496 (2.3653828144073485) | > loss_gen: 2.380230188369751 (2.284291660785675) | > loss_kl: 2.189654588699341 (2.609655475616455) | > loss_feat: 4.6902852058410645 (6.512296438217163) | > loss_mel: 15.716996192932129 (17.66111068725586) | > loss_duration: 2.3038477897644043 (2.3096925735473635) | > loss_1: 27.28101348876953 (31.3770471572876)  --> STEP: 11 | > loss_disc: 2.4491162300109863 (2.3729949430985884) | > loss_disc_real_0: 0.17382755875587463 (0.13649420304731888) | > loss_disc_real_1: 0.15488334000110626 (0.1745784106579694) | > loss_disc_real_2: 0.24558289349079132 (0.21751759946346283) | > loss_disc_real_3: 0.24607858061790466 (0.23401319167830728) | > loss_disc_real_4: 0.22913801670074463 (0.21978328309275888) | > loss_disc_real_5: 0.22797198593616486 (0.21005689420483328) | > loss_0: 2.4491162300109863 (2.3729949430985884) | > loss_gen: 2.5976319313049316 (2.312777139923789) | > loss_kl: 2.7041313648223877 (2.6182441928169946) | > loss_feat: 7.605189323425293 (6.611650336872447) | > loss_mel: 17.365068435668945 (17.634197755293414) | > loss_duration: 2.4218196868896484 (2.319885947487571) | > loss_1: 32.69384002685547 (31.496755599975586)  --> STEP: 12 | > loss_disc: 2.3883144855499268 (2.3742715716362) | > loss_disc_real_0: 0.14222046732902527 (0.13697139173746106) | > loss_disc_real_1: 0.17048542201519012 (0.1742373282710711) | > loss_disc_real_2: 0.2161666601896286 (0.2174050211906433) | > loss_disc_real_3: 0.20339003205299377 (0.23146126170953116) | > loss_disc_real_4: 0.22283905744552612 (0.22003793095548949) | > loss_disc_real_5: 0.276295006275177 (0.21557673687736192) | > loss_0: 2.3883144855499268 (2.3742715716362) | > loss_gen: 2.3031487464904785 (2.3119747738043466) | > loss_kl: 2.163194179534912 (2.580323358376821) | > loss_feat: 6.453597545623779 (6.598479270935059) | > loss_mel: 17.650049209594727 (17.635518709818523) | > loss_duration: 2.2388486862182617 (2.313132842381795) | > loss_1: 30.808837890625 (31.43942912419637)  --> STEP: 13 | > loss_disc: 2.3147096633911133 (2.369689886386578) | > loss_disc_real_0: 0.10568892955780029 (0.13456504849287176) | > loss_disc_real_1: 0.2175302803516388 (0.17756755535419172) | > loss_disc_real_2: 0.22203508019447327 (0.2177611795755533) | > loss_disc_real_3: 0.17698989808559418 (0.22727115681538215) | > loss_disc_real_4: 0.19782868027687073 (0.21832952705713418) | > loss_disc_real_5: 0.2187095284461975 (0.21581772084419543) | > loss_0: 2.3147096633911133 (2.369689886386578) | > loss_gen: 2.5483756065368652 (2.33015945324531) | > loss_kl: 3.254810333251953 (2.632206971828754) | > loss_feat: 7.78988790512085 (6.69012608894935) | > loss_mel: 18.102340698242188 (17.67142809354342) | > loss_duration: 2.190608024597168 (2.303707856398362) | > loss_1: 33.886024475097656 (31.62762876657339)  --> STEP: 14 | > loss_disc: 2.178021192550659 (2.355999265398298) | > loss_disc_real_0: 0.09887661039829254 (0.13201587434325895) | > loss_disc_real_1: 0.17924511432647705 (0.17768738099506923) | > loss_disc_real_2: 0.16699840128421783 (0.21413526684045792) | > loss_disc_real_3: 0.18939322233200073 (0.2245655900665692) | > loss_disc_real_4: 0.2191861867904663 (0.2183907170380865) | > loss_disc_real_5: 0.16381408274173737 (0.21210317526544845) | > loss_0: 2.178021192550659 (2.355999265398298) | > loss_gen: 2.4601199626922607 (2.339442346777235) | > loss_kl: 3.2660648822784424 (2.677482536860875) | > loss_feat: 7.943130970001221 (6.779626437595913) | > loss_mel: 19.433164596557617 (17.79726641518729) | > loss_duration: 2.4253461360931396 (2.312396304947989) | > loss_1: 35.527828216552734 (31.906214441571915)  --> STEP: 15 | > loss_disc: 2.5319137573242188 (2.3677268981933595) | > loss_disc_real_0: 0.25377026200294495 (0.14013283352057135) | > loss_disc_real_1: 0.19764693081378937 (0.17901801764965058) | > loss_disc_real_2: 0.24867704510688782 (0.21643805205821992) | > loss_disc_real_3: 0.23067057132720947 (0.22497258881727855) | > loss_disc_real_4: 0.20105747878551483 (0.21723516782124838) | > loss_disc_real_5: 0.14969947934150696 (0.207942928870519) | > loss_0: 2.5319137573242188 (2.3677268981933595) | > loss_gen: 2.2814197540283203 (2.335574173927307) | > loss_kl: 2.7831952571868896 (2.6845300515492756) | > loss_feat: 8.123652458190918 (6.869228172302246) | > loss_mel: 19.144180297851562 (17.887060674031577) | > loss_duration: 2.2390503883361816 (2.3075065771738688) | > loss_1: 34.571502685546875 (32.08390032450358)  --> STEP: 16 | > loss_disc: 2.3261590003967285 (2.36512890458107) | > loss_disc_real_0: 0.06582693755626678 (0.13548871502280233) | > loss_disc_real_1: 0.1530960649251938 (0.17739789560437202) | > loss_disc_real_2: 0.26541197299957275 (0.21949892211705446) | > loss_disc_real_3: 0.2585849463939667 (0.22707336116582155) | > loss_disc_real_4: 0.21295587718486786 (0.2169677121564746) | > loss_disc_real_5: 0.15409359335899353 (0.20457734540104866) | > loss_0: 2.3261590003967285 (2.36512890458107) | > loss_gen: 2.177964210510254 (2.3257235512137413) | > loss_kl: 2.4218931198120117 (2.6681152433156967) | > loss_feat: 8.459990501403809 (6.968650817871094) | > loss_mel: 17.398496627807617 (17.856525421142578) | > loss_duration: 2.330547332763672 (2.3089466243982315) | > loss_1: 32.78889083862305 (32.12796223163605)  --> STEP: 17 | > loss_disc: 2.5072507858276367 (2.3734890152426327) | > loss_disc_real_0: 0.14189715683460236 (0.13586568218820233) | > loss_disc_real_1: 0.17349594831466675 (0.1771683692932129) | > loss_disc_real_2: 0.2449808269739151 (0.2209978576968698) | > loss_disc_real_3: 0.19634473323822021 (0.22526579481713913) | > loss_disc_real_4: 0.2133796066045761 (0.21675664712400997) | > loss_disc_real_5: 0.1821201741695404 (0.20325633532860699) | > loss_0: 2.5072507858276367 (2.3734890152426327) | > loss_gen: 2.14794659614563 (2.315266083268558) | > loss_kl: 1.8679463863372803 (2.6210464870228485) | > loss_feat: 5.787577152252197 (6.8991758963641) | > loss_mel: 17.573165893554688 (17.83985721363741) | > loss_duration: 2.4312963485717773 (2.3161436669966755) | > loss_1: 29.807933807373047 (31.99148997138528)  --> STEP: 18 | > loss_disc: 2.579775333404541 (2.3849493662516275) | > loss_disc_real_0: 0.11172385513782501 (0.13452446957429248) | > loss_disc_real_1: 0.20982830226421356 (0.17898281001382405) | > loss_disc_real_2: 0.2854759693145752 (0.22457997500896454) | > loss_disc_real_3: 0.31838706135749817 (0.23043919851382574) | > loss_disc_real_4: 0.18415150046348572 (0.2149452500873142) | > loss_disc_real_5: 0.20102369785308838 (0.2031322999133004) | > loss_0: 2.579775333404541 (2.3849493662516275) | > loss_gen: 2.255589246749878 (2.311950703461965) | > loss_kl: 2.458446979522705 (2.6120131810506186) | > loss_feat: 8.851760864257812 (7.007652839024861) | > loss_mel: 19.753793716430664 (17.946187019348145) | > loss_duration: 2.321077346801758 (2.31641776031918) | > loss_1: 35.64067077636719 (32.19422223832872)  --> STEP: 19 | > loss_disc: 2.621746063232422 (2.3974123503032483) | > loss_disc_real_0: 0.2943785786628723 (0.1429378437368493) | > loss_disc_real_1: 0.3258422017097473 (0.18671225168203054) | > loss_disc_real_2: 0.2778596580028534 (0.22738416885074816) | > loss_disc_real_3: 0.25769853591918945 (0.2318739004825291) | > loss_disc_real_4: 0.28780797123908997 (0.21878013014793396) | > loss_disc_real_5: 0.2056845873594284 (0.20326663083151766) | > loss_0: 2.621746063232422 (2.3974123503032483) | > loss_gen: 2.6574602127075195 (2.330135414474889) | > loss_kl: 1.7847743034362793 (2.568474292755127) | > loss_feat: 6.2833943367004395 (6.969533970481471) | > loss_mel: 16.95914649963379 (17.894237518310547) | > loss_duration: 2.2998695373535156 (2.315546801215724) | > loss_1: 29.98464584350586 (32.07792874386436)  --> STEP: 20 | > loss_disc: 2.1978886127471924 (2.3874361634254457) | > loss_disc_real_0: 0.11997785419225693 (0.14178984425961969) | > loss_disc_real_1: 0.15379588305950165 (0.18506643325090408) | > loss_disc_real_2: 0.22627641260623932 (0.22732878103852272) | > loss_disc_real_3: 0.13740600645542145 (0.2271505057811737) | > loss_disc_real_4: 0.17106661200523376 (0.21639445424079895) | > loss_disc_real_5: 0.17260034382343292 (0.20173331648111342) | > loss_0: 2.1978886127471924 (2.3874361634254457) | > loss_gen: 2.433241605758667 (2.3352907240390777) | > loss_kl: 2.2224695682525635 (2.551174056529999) | > loss_feat: 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(31.998965217953636)  --> STEP: 22 | > loss_disc: 2.1050596237182617 (2.3785390095277266) | > loss_disc_real_0: 0.10198988020420074 (0.1404819871214303) | > loss_disc_real_1: 0.15805122256278992 (0.18414353443817658) | > loss_disc_real_2: 0.2019931674003601 (0.22563893551176245) | > loss_disc_real_3: 0.1883595883846283 (0.22497246075760235) | > loss_disc_real_4: 0.17957325279712677 (0.21496070244095541) | > loss_disc_real_5: 0.19562289118766785 (0.20380496030504053) | > loss_0: 2.1050596237182617 (2.3785390095277266) | > loss_gen: 2.540933847427368 (2.3367625962604177) | > loss_kl: 2.1073076725006104 (2.512176827950911) | > loss_feat: 7.995473861694336 (7.00032715363936) | > loss_mel: 18.18383026123047 (17.892305200750176) | > loss_duration: 2.164731025695801 (2.302543217485601) | > loss_1: 32.99227523803711 (32.04411567341197)  --> STEP: 23 | > loss_disc: 2.4770946502685547 (2.3828240373860234) | > loss_disc_real_0: 0.1955338418483734 (0.14287554602260175) | > loss_disc_real_1: 0.26443418860435486 (0.18763443244540173) | > loss_disc_real_2: 0.2675166130065918 (0.22745970409849417) | > loss_disc_real_3: 0.27020251750946045 (0.22693898496420487) | > loss_disc_real_4: 0.23697346448898315 (0.21591777905173923) | > loss_disc_real_5: 0.2440534234046936 (0.20555489348328632) | > loss_0: 2.4770946502685547 (2.3828240373860234) | > loss_gen: 2.520630121231079 (2.344756836476533) | > loss_kl: 2.469123601913452 (2.510304948557978) | > loss_feat: 6.4492573738098145 (6.976367597994597) | > loss_mel: 17.45976448059082 (17.873499082482375) | > loss_duration: 2.285921335220337 (2.301820526952329) | > loss_1: 31.184696197509766 (32.00674960924231)  --> STEP: 24 | > loss_disc: 2.258890390396118 (2.3776601354281106) | > loss_disc_real_0: 0.050834622234106064 (0.13904050753141442) | > loss_disc_real_1: 0.2210332751274109 (0.18902605089048544) | > loss_disc_real_2: 0.24095270037651062 (0.22802191227674484) | > loss_disc_real_3: 0.26064226031303406 (0.2283432881037394) | > loss_disc_real_4: 0.19804899394512177 (0.2151732463389635) | > loss_disc_real_5: 0.20739679038524628 (0.20563163918753466) | > loss_0: 2.258890390396118 (2.3776601354281106) | > loss_gen: 2.459665298461914 (2.3495446890592575) | > loss_kl: 2.3572425842285156 (2.5039273500442505) | > loss_feat: 7.932992935180664 (7.016226987044017) | > loss_mel: 19.250110626220703 (17.930857896804806) | > loss_duration: 2.4215874671936035 (2.306810816129049) | > loss_1: 34.421600341796875 (32.10736838976542)  --> STEP: 25 | > loss_disc: 2.4604883193969727 (2.380973262786865) | > loss_disc_real_0: 0.13922017812728882 (0.1390476943552494) | > loss_disc_real_1: 0.17393004894256592 (0.18842221081256866) | > loss_disc_real_2: 0.28017014265060425 (0.23010784149169922) | > loss_disc_real_3: 0.27857720851898193 (0.23035264492034913) | > loss_disc_real_4: 0.24852637946605682 (0.21650737166404724) | > loss_disc_real_5: 0.2102024257183075 (0.20581447064876557) | > loss_0: 2.4604883193969727 (2.380973262786865) | > loss_gen: 2.505289316177368 (2.355774474143982) | > loss_kl: 2.7000162601470947 (2.511770906448364) | > loss_feat: 7.013401508331299 (7.016113967895508) | > loss_mel: 17.028751373291016 (17.894773635864254) | > loss_duration: 2.3665502071380615 (2.309200391769409) | > loss_1: 31.6140079498291 (32.08763397216797)  --> STEP: 26 | > loss_disc: 2.5360031127929688 (2.3869359493255615) | > loss_disc_real_0: 0.18606559932231903 (0.1408560753155213) | > loss_disc_real_1: 0.23941510915756226 (0.19038347613352996) | > loss_disc_real_2: 0.23835983872413635 (0.2304252260006391) | > loss_disc_real_3: 0.22713366150856018 (0.23022883786604956) | > loss_disc_real_4: 0.25002580881118774 (0.21779654232355264) | > loss_disc_real_5: 0.28083810210227966 (0.20869999493543917) | > loss_0: 2.5360031127929688 (2.3869359493255615) | > loss_gen: 2.2381997108459473 (2.3512523678632884) | > loss_kl: 2.4458565711975098 (2.5092357397079468) | > loss_feat: 3.340522527694702 (6.874745066349323) | > loss_mel: 13.352039337158203 (17.72005308591402) | > loss_duration: 2.2845511436462402 (2.308252343764672) | > loss_1: 23.661169052124023 (31.7635391675509) --> EVAL PERFORMANCE | > avg_loader_time: 0.002421140670776367 (+4.749114696796144e-05) | > avg_loss_disc: 2.3869359493255615 (-0.004496959539559864) | > avg_loss_disc_real_0: 0.1408560753155213 (+0.020810869880593733) | > avg_loss_disc_real_1: 0.19038347613352996 (-0.055089380592107745) | > avg_loss_disc_real_2: 0.2304252260006391 (+0.022093306367213905) | > avg_loss_disc_real_3: 0.23022883786604956 (-0.027945160865783775) | > avg_loss_disc_real_4: 0.21779654232355264 (-0.004216700792312622) | > avg_loss_disc_real_5: 0.20869999493543917 (-0.016837306893788873) | > avg_loss_0: 2.3869359493255615 (-0.004496959539559864) | > avg_loss_gen: 2.3512523678632884 (-0.04678868788939239) | > avg_loss_kl: 2.5092357397079468 (-0.10955866025044347) | > avg_loss_feat: 6.874745066349323 (-0.5480101750447197) | > avg_loss_mel: 17.72005308591402 (-0.8373738068800769) | > avg_loss_duration: 2.308252343764672 (-0.0073161216882557945) | > avg_loss_1: 31.7635391675509 (-1.5490470299353838)  > EPOCH: 344/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:07:49)   --> TIME: 2024-06-11 06:07:51 -- STEP: 4/330 -- GLOBAL_STEP: 201525 | > loss_disc: 2.234168291091919 (2.2869255542755127) | > loss_disc_real_0: 0.0779697522521019 (0.09624885953962803) | > loss_disc_real_1: 0.21355672180652618 (0.18718577176332474) | > loss_disc_real_2: 0.20864461362361908 (0.1949610598385334) | > loss_disc_real_3: 0.19509358704090118 (0.1961386874318123) | > loss_disc_real_4: 0.218776673078537 (0.21740984171628952) | > loss_disc_real_5: 0.22812561690807343 (0.20661480724811554) | > loss_0: 2.234168291091919 (2.2869255542755127) | > grad_norm_0: tensor(10.0130, device='cuda:0') (tensor(9.3531, device='cuda:0')) | > loss_gen: 2.5802688598632812 (2.506788969039917) | > loss_kl: 2.072222948074341 (1.9288529455661774) | > loss_feat: 7.462980270385742 (7.338634371757507) | > loss_mel: 19.477943420410156 (19.079062938690186) | > loss_duration: 2.26120662689209 (2.2464428544044495) | > loss_1: 33.85462188720703 (33.099782943725586) | > grad_norm_1: tensor(93.5644, device='cuda:0') (tensor(105.1491, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3305 (0.3471335172653198) | > loader_time: 0.0063 (0.003993034362792969)  --> TIME: 2024-06-11 06:08:00 -- STEP: 29/330 -- GLOBAL_STEP: 201550 | > loss_disc: 2.289613723754883 (2.301306601228385) | > loss_disc_real_0: 0.08404836803674698 (0.10219734778691983) | > loss_disc_real_1: 0.1954602301120758 (0.19643234795537487) | > loss_disc_real_2: 0.17829173803329468 (0.20999321701197787) | > loss_disc_real_3: 0.2228110283613205 (0.22495473510232464) | > loss_disc_real_4: 0.22449731826782227 (0.22349911671260309) | > loss_disc_real_5: 0.21647022664546967 (0.21388298016169977) | > loss_0: 2.289613723754883 (2.301306601228385) | > grad_norm_0: tensor(5.9740, device='cuda:0') (tensor(8.7842, device='cuda:0')) | > loss_gen: 2.564650535583496 (2.5394090290727287) | > loss_kl: 1.6990277767181396 (1.8113790832716843) | > loss_feat: 7.187965393066406 (7.194012230840222) | > loss_mel: 18.448753356933594 (18.556708105679217) | > loss_duration: 2.04642653465271 (2.0903501510620113) | > loss_1: 31.94682502746582 (32.19185855470853) | > grad_norm_1: tensor(97.6815, device='cuda:0') (tensor(104.3017, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3363 (0.3492093168455979) | > loader_time: 0.0039 (0.003380841222302667)  --> TIME: 2024-06-11 06:08:09 -- STEP: 54/330 -- GLOBAL_STEP: 201575 | > loss_disc: 2.380563735961914 (2.332761256783096) | > loss_disc_real_0: 0.1473952978849411 (0.10884008184075356) | > loss_disc_real_1: 0.16463321447372437 (0.19853947173666076) | > loss_disc_real_2: 0.19934210181236267 (0.21374776545498106) | > loss_disc_real_3: 0.22494544088840485 (0.22716904017660353) | > loss_disc_real_4: 0.23068009316921234 (0.22398638946038704) | > loss_disc_real_5: 0.21354736387729645 (0.21564432592303664) | > loss_0: 2.380563735961914 (2.332761256783096) | > grad_norm_0: tensor(6.0084, device='cuda:0') (tensor(8.8573, device='cuda:0')) | > loss_gen: 2.537912130355835 (2.5156107081307306) | > loss_kl: 1.921160340309143 (1.8236955602963765) | > loss_feat: 7.679715633392334 (7.187849459824739) | > loss_mel: 18.76618194580078 (18.505007496586554) | > loss_duration: 2.016073703765869 (2.0550352710264694) | > loss_1: 32.921043395996094 (32.08719854001645) | > grad_norm_1: tensor(93.0468, device='cuda:0') (tensor(102.0647, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3501 (0.35250774136296026) | > loader_time: 0.0036 (0.0034343048378273292)  --> TIME: 2024-06-11 06:08:18 -- STEP: 79/330 -- GLOBAL_STEP: 201600 | > loss_disc: 2.352591037750244 (2.332701764529263) | > loss_disc_real_0: 0.08044098317623138 (0.11114432210031944) | > loss_disc_real_1: 0.15517857670783997 (0.19832533484772785) | > loss_disc_real_2: 0.20437069237232208 (0.21500538119786902) | > loss_disc_real_3: 0.23305803537368774 (0.22651435283920432) | > loss_disc_real_4: 0.2382928729057312 (0.22500462188750883) | > loss_disc_real_5: 0.23683825135231018 (0.21573601323592512) | > loss_0: 2.352591037750244 (2.332701764529263) | > grad_norm_0: tensor(9.0179, device='cuda:0') (tensor(11.8828, device='cuda:0')) | > loss_gen: 2.4335596561431885 (2.5121258542507507) | > loss_kl: 1.8933440446853638 (1.847044885913028) | > loss_feat: 7.179267883300781 (7.234140969529936) | > loss_mel: 18.24609375 (18.483982569054714) | > loss_duration: 1.9901478290557861 (2.0429461485222915) | > loss_1: 31.742414474487305 (32.12024048913883) | > grad_norm_1: tensor(129.9237, device='cuda:0') (tensor(134.2270, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3759 (0.3542395030395894) | > loader_time: 0.0041 (0.0035102789915060694)  --> TIME: 2024-06-11 06:08:27 -- STEP: 104/330 -- GLOBAL_STEP: 201625 | > loss_disc: 2.3067986965179443 (2.3296244717561283) | > loss_disc_real_0: 0.12735740840435028 (0.11214292464921108) | > loss_disc_real_1: 0.18643951416015625 (0.19811626939246285) | > loss_disc_real_2: 0.23109734058380127 (0.2145824688844956) | > loss_disc_real_3: 0.24299916625022888 (0.226673409772607) | > loss_disc_real_4: 0.2143578678369522 (0.22542423697618338) | > loss_disc_real_5: 0.23444072902202606 (0.2161619529987757) | > loss_0: 2.3067986965179443 (2.3296244717561283) | > grad_norm_0: tensor(9.0651, device='cuda:0') (tensor(12.0799, device='cuda:0')) | > loss_gen: 2.6562418937683105 (2.515837536408351) | > loss_kl: 1.9331337213516235 (1.8414783420471044) | > loss_feat: 7.553534984588623 (7.256996223559747) | > loss_mel: 17.8095760345459 (18.438166251549355) | > loss_duration: 2.0690102577209473 (2.041159597726968) | > loss_1: 32.02149963378906 (32.09363805330717) | > grad_norm_1: tensor(172.3487, device='cuda:0') (tensor(140.4446, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3574 (0.35572789494807905) | > loader_time: 0.0038 (0.003591681902225201)  --> TIME: 2024-06-11 06:08:37 -- STEP: 129/330 -- GLOBAL_STEP: 201650 | > loss_disc: 2.291090726852417 (2.3315162566281105) | > loss_disc_real_0: 0.14154130220413208 (0.1131454237209734) | > loss_disc_real_1: 0.1747518926858902 (0.19857658572899275) | > loss_disc_real_2: 0.20722289383411407 (0.21467291107473446) | > loss_disc_real_3: 0.2194676399230957 (0.22619505422983982) | > loss_disc_real_4: 0.2219153344631195 (0.22536888961182083) | > loss_disc_real_5: 0.21865534782409668 (0.21623048186302185) | > loss_0: 2.291090726852417 (2.3315162566281105) | > grad_norm_0: tensor(5.5423, device='cuda:0') (tensor(11.7762, device='cuda:0')) | > loss_gen: 2.619736433029175 (2.5088658813358276) | > loss_kl: 1.83253812789917 (1.8486930797266405) | > loss_feat: 6.683402061462402 (7.216207881306493) | > loss_mel: 18.41316795349121 (18.38716418244118) | > loss_duration: 2.022418975830078 (2.0410061557163557) | > loss_1: 31.57126235961914 (32.001937289570655) | > grad_norm_1: tensor(61.0539, device='cuda:0') (tensor(134.7678, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.367 (0.3569952499034793) | > loader_time: 0.0041 (0.0037124249362206273)  --> TIME: 2024-06-11 06:08:46 -- STEP: 154/330 -- GLOBAL_STEP: 201675 | > loss_disc: 2.340656280517578 (2.331133927617754) | > loss_disc_real_0: 0.1313435286283493 (0.11378599993594281) | > loss_disc_real_1: 0.17384439706802368 (0.1985148056954533) | > loss_disc_real_2: 0.2212105691432953 (0.21455107697031714) | > loss_disc_real_3: 0.2170533537864685 (0.2268459830771793) | > loss_disc_real_4: 0.21558362245559692 (0.2250755536672357) | > loss_disc_real_5: 0.23442958295345306 (0.21693138555659877) | > loss_0: 2.340656280517578 (2.331133927617754) | > grad_norm_0: tensor(26.2649, device='cuda:0') (tensor(12.3223, device='cuda:0')) | > loss_gen: 2.4311251640319824 (2.511078074380949) | > loss_kl: 1.9360073804855347 (1.8573003790595315) | > loss_feat: 7.271328449249268 (7.243306280730606) | > loss_mel: 18.01475715637207 (18.399332975412342) | > loss_duration: 2.052975654602051 (2.0426588406810513) | > loss_1: 31.706192016601562 (32.05367662999537) | > grad_norm_1: tensor(265.1769, device='cuda:0') (tensor(141.7793, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3718 (0.35902548145938235) | > loader_time: 0.004 (0.0038053323696186016)  --> TIME: 2024-06-11 06:08:56 -- STEP: 179/330 -- GLOBAL_STEP: 201700 | > loss_disc: 2.3272225856781006 (2.3275887100390222) | > loss_disc_real_0: 0.11622098088264465 (0.11390630122503088) | > loss_disc_real_1: 0.18164582550525665 (0.198571345576361) | > loss_disc_real_2: 0.23615966737270355 (0.21368288519329198) | > loss_disc_real_3: 0.23474650084972382 (0.22637788984695625) | > loss_disc_real_4: 0.21037721633911133 (0.22446387248665262) | > loss_disc_real_5: 0.21288837492465973 (0.21662491743125062) | > loss_0: 2.3272225856781006 (2.3275887100390222) | > grad_norm_0: tensor(26.9758, device='cuda:0') (tensor(13.1775, device='cuda:0')) | > loss_gen: 2.646796941757202 (2.511385167777205) | > loss_kl: 1.9253089427947998 (1.8654530681045363) | > loss_feat: 7.853310585021973 (7.235301811601863) | > loss_mel: 18.847827911376953 (18.354859922185288) | > loss_duration: 2.0814881324768066 (2.047886726576523) | > loss_1: 33.354732513427734 (32.014886749523335) | > grad_norm_1: tensor(397.5756, device='cuda:0') (tensor(154.5770, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3997 (0.36415622221025007) | > loader_time: 0.005 (0.003934259521228641)  --> TIME: 2024-06-11 06:09:06 -- STEP: 204/330 -- GLOBAL_STEP: 201725 | > loss_disc: 2.3507282733917236 (2.332656333259508) | > loss_disc_real_0: 0.0769902765750885 (0.11422485555065613) | > loss_disc_real_1: 0.17799773812294006 (0.19890561254293318) | > loss_disc_real_2: 0.21502263844013214 (0.21401951031065455) | > loss_disc_real_3: 0.233884796500206 (0.22743135405813947) | > loss_disc_real_4: 0.23419179022312164 (0.22567269856146738) | > loss_disc_real_5: 0.2137964367866516 (0.21760770422863027) | > loss_0: 2.3507282733917236 (2.332656333259508) | > grad_norm_0: tensor(9.1502, device='cuda:0') (tensor(15.4280, device='cuda:0')) | > loss_gen: 2.5245449542999268 (2.5130865258329056) | > loss_kl: 1.9601324796676636 (1.872652949071398) | > loss_feat: 7.814395904541016 (7.248619757446588) | > loss_mel: 18.72772216796875 (18.339735956753003) | > loss_duration: 2.0449743270874023 (2.0544819919502015) | > loss_1: 33.07176971435547 (32.02857726228006) | > grad_norm_1: tensor(316.4487, device='cuda:0') (tensor(173.0026, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.3951 (0.367929549778209) | > loader_time: 0.0047 (0.004060990670148065)  --> TIME: 2024-06-11 06:09:19 -- STEP: 229/330 -- GLOBAL_STEP: 201750 | > loss_disc: 2.273118495941162 (2.3318861624038907) | > loss_disc_real_0: 0.10617705434560776 (0.1144348168054262) | > loss_disc_real_1: 0.22083954513072968 (0.19905943101410267) | > loss_disc_real_2: 0.1841626763343811 (0.21391995264192856) | > loss_disc_real_3: 0.20187248289585114 (0.22730568721565098) | > loss_disc_real_4: 0.185943141579628 (0.2257220449666269) | > loss_disc_real_5: 0.18290925025939941 (0.21724119405038492) | > loss_0: 2.273118495941162 (2.3318861624038907) | > grad_norm_0: tensor(6.2160, device='cuda:0') (tensor(18.4224, device='cuda:0')) | > loss_gen: 2.6909003257751465 (2.519398919359565) | > loss_kl: 1.981841802597046 (1.8752922246549848) | > loss_feat: 7.381665229797363 (7.253265518288425) | > loss_mel: 18.07553482055664 (18.285709789226157) | > loss_duration: 2.1470589637756348 (2.0617889853023526) | > loss_1: 32.277000427246094 (31.99545547118875) | > grad_norm_1: tensor(424.1300, device='cuda:0') (tensor(190.8322, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.4275 (0.3725859244317467) | > loader_time: 1.0083 (0.014162356155928568)  --> TIME: 2024-06-11 06:09:33 -- STEP: 254/330 -- GLOBAL_STEP: 201775 | > loss_disc: 2.328840970993042 (2.333416631841285) | > loss_disc_real_0: 0.1492505520582199 (0.11482233106796666) | > loss_disc_real_1: 0.21959732472896576 (0.1991654737727849) | > loss_disc_real_2: 0.2075132429599762 (0.21374885632297186) | > loss_disc_real_3: 0.2494729608297348 (0.2275512828014967) | > loss_disc_real_4: 0.2544020414352417 (0.2256093750905803) | > loss_disc_real_5: 0.19976094365119934 (0.2174091955690872) | > loss_0: 2.328840970993042 (2.333416631841285) | > grad_norm_0: tensor(24.9970, device='cuda:0') (tensor(20.3036, device='cuda:0')) | > loss_gen: 2.775224208831787 (2.521128200170562) | > loss_kl: 1.9449580907821655 (1.877293734569249) | > loss_feat: 8.305171966552734 (7.252661263848853) | > loss_mel: 18.2248592376709 (18.235917999988473) | > loss_duration: 2.082845687866211 (2.06818862271121) | > loss_1: 33.33306121826172 (31.95518985507996) | > grad_norm_1: tensor(536.9355, device='cuda:0') (tensor(210.6985, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.4479 (0.37862051941278413) | > loader_time: 0.006 (0.023103866051501176)  --> TIME: 2024-06-11 06:09:44 -- STEP: 279/330 -- GLOBAL_STEP: 201800 | > loss_disc: 2.2780942916870117 (2.3325091767054738) | > loss_disc_real_0: 0.11691301316022873 (0.11572000142654211) | > loss_disc_real_1: 0.22583673894405365 (0.19914975783730926) | > loss_disc_real_2: 0.21175669133663177 (0.21338268970289534) | > loss_disc_real_3: 0.21714667975902557 (0.22703466038336464) | > loss_disc_real_4: 0.20408032834529877 (0.22502074809911857) | > loss_disc_real_5: 0.21271729469299316 (0.21695416337913934) | > loss_0: 2.2780942916870117 (2.3325091767054738) | > grad_norm_0: tensor(17.1171, device='cuda:0') (tensor(20.4796, device='cuda:0')) | > loss_gen: 2.6638450622558594 (2.515664813339069) | > loss_kl: 1.7941827774047852 (1.8813748180225331) | > loss_feat: 7.6371660232543945 (7.2562443398232945) | > loss_mel: 17.537372589111328 (18.19895686898181) | > loss_duration: 2.1631314754486084 (2.076638693023324) | > loss_1: 31.795698165893555 (31.928879556690077) | > grad_norm_1: tensor(202.6412, device='cuda:0') (tensor(216.8594, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.4325 (0.3849689046114576) | > loader_time: 0.0064 (0.02158876302849008)  --> TIME: 2024-06-11 06:09:56 -- STEP: 304/330 -- GLOBAL_STEP: 201825 | > loss_disc: 2.3039824962615967 (2.3332255482673645) | > loss_disc_real_0: 0.05889219418168068 (0.11639433231596884) | > loss_disc_real_1: 0.17406044900417328 (0.19944993431042687) | > loss_disc_real_2: 0.21906359493732452 (0.2133272605408963) | > loss_disc_real_3: 0.23873475193977356 (0.22710471943412958) | > loss_disc_real_4: 0.20584939420223236 (0.22527329491353348) | > loss_disc_real_5: 0.20017094910144806 (0.21710165413586716) | > loss_0: 2.3039824962615967 (2.3332255482673645) | > grad_norm_0: tensor(27.9706, device='cuda:0') (tensor(22.5884, device='cuda:0')) | > loss_gen: 2.460951566696167 (2.5165976583957668) | > loss_kl: 1.9728528261184692 (1.8840120070074733) | > loss_feat: 7.680810928344727 (7.272917374184257) | > loss_mel: 17.566959381103516 (18.144693506391437) | > loss_duration: 2.225041389465332 (2.0866117332326723) | > loss_1: 31.9066162109375 (31.904832306661117) | > grad_norm_1: tensor(464.4260, device='cuda:0') (tensor(234.4168, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.484 (0.39152656338716796) | > loader_time: 0.0067 (0.020375187459744912)  --> TIME: 2024-06-11 06:10:25 -- STEP: 329/330 -- GLOBAL_STEP: 201850 | > loss_disc: 2.7735679149627686 (2.337327616555351) | > loss_disc_real_0: 0.15606474876403809 (0.11739971887286312) | > loss_disc_real_1: 0.37017208337783813 (0.20003798413783955) | > loss_disc_real_2: 0.26384010910987854 (0.21344614884954813) | > loss_disc_real_3: 0.24064496159553528 (0.22692197049461238) | > loss_disc_real_4: 0.2680554986000061 (0.22535863917286997) | > loss_disc_real_5: 0.23914854228496552 (0.21706017285675988) | > loss_0: 2.7735679149627686 (2.337327616555351) | > grad_norm_0: tensor(28.4263, device='cuda:0') (tensor(22.9188, device='cuda:0')) | > loss_gen: 3.3981785774230957 (2.523901751700868) | > loss_kl: 2.1332848072052 (1.892458953393629) | > loss_feat: 11.430314064025879 (7.386807137347282) | > loss_mel: 18.637128829956055 (18.108524757315692) | > loss_duration: 2.279399871826172 (2.10023734091263) | > loss_1: 37.8783073425293 (32.01192996132339) | > grad_norm_1: tensor(442.3316, device='cuda:0') (tensor(245.3954, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 15.3288 (0.4499649602953785) | > loader_time: 0.0335 (0.019637991954490407)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5110487937927246 (2.5110487937927246) | > loss_disc_real_0: 0.15966984629631042 (0.15966984629631042) | > loss_disc_real_1: 0.30106058716773987 (0.30106058716773987) | > loss_disc_real_2: 0.3791828751564026 (0.3791828751564026) | > loss_disc_real_3: 0.2841900587081909 (0.2841900587081909) | > loss_disc_real_4: 0.3065751791000366 (0.3065751791000366) | > loss_disc_real_5: 0.24178245663642883 (0.24178245663642883) | > loss_0: 2.5110487937927246 (2.5110487937927246) | > loss_gen: 3.0527141094207764 (3.0527141094207764) | > loss_kl: 2.2229807376861572 (2.2229807376861572) | > loss_feat: 6.597511291503906 (6.597511291503906) | > loss_mel: 18.356462478637695 (18.356462478637695) | > loss_duration: 2.798703193664551 (2.798703193664551) | > loss_1: 33.02836990356445 (33.02836990356445)  --> STEP: 1 | > loss_disc: 2.266044855117798 (2.266044855117798) | > loss_disc_real_0: 0.14142704010009766 (0.14142704010009766) | > loss_disc_real_1: 0.2574031352996826 (0.2574031352996826) | > loss_disc_real_2: 0.310059130191803 (0.310059130191803) | > loss_disc_real_3: 0.23427313566207886 (0.23427313566207886) | > loss_disc_real_4: 0.24820931255817413 (0.24820931255817413) | > loss_disc_real_5: 0.23535051941871643 (0.23535051941871643) | > loss_0: 2.266044855117798 (2.266044855117798) | > loss_gen: 2.882484197616577 (2.882484197616577) | > loss_kl: 2.678177833557129 (2.678177833557129) | > loss_feat: 6.271829128265381 (6.271829128265381) | > loss_mel: 17.874170303344727 (17.874170303344727) | > loss_duration: 2.459213972091675 (2.459213972091675) | > loss_1: 32.16587448120117 (32.16587448120117)  --> STEP: 2 | > loss_disc: 2.1498961448669434 (2.2079704999923706) | > loss_disc_real_0: 0.0806027501821518 (0.11101489514112473) | > loss_disc_real_1: 0.2650662958621979 (0.26123471558094025) | > loss_disc_real_2: 0.26071739196777344 (0.2853882610797882) | > loss_disc_real_3: 0.2259586602449417 (0.23011589795351028) | > loss_disc_real_4: 0.21642734110355377 (0.23231832683086395) | > loss_disc_real_5: 0.16516946256160736 (0.2002599909901619) | > loss_0: 2.1498961448669434 (2.2079704999923706) | > loss_gen: 2.6929445266723633 (2.78771436214447) | > loss_kl: 2.856508493423462 (2.7673431634902954) | > loss_feat: 6.1723198890686035 (6.222074508666992) | > loss_mel: 19.47394561767578 (18.674057960510254) | > loss_duration: 2.4310379028320312 (2.445125937461853) | > loss_1: 33.62675476074219 (32.89631462097168)  --> STEP: 3 | > loss_disc: 2.2172346115112305 (2.2110585371653237) | > loss_disc_real_0: 0.16832700371742249 (0.13011893133322397) | > loss_disc_real_1: 0.23661531507968903 (0.2530282487471898) | > loss_disc_real_2: 0.1856871247291565 (0.25215454896291095) | > loss_disc_real_3: 0.22928732633590698 (0.22983970741430917) | > loss_disc_real_4: 0.23351193964481354 (0.23271619776884714) | > loss_disc_real_5: 0.24253040552139282 (0.21435012916723886) | > loss_0: 2.2172346115112305 (2.2110585371653237) | > loss_gen: 3.0169103145599365 (2.8641130129496255) | > loss_kl: 2.4893436431884766 (2.6746766567230225) | > loss_feat: 6.67756462097168 (6.373904546101888) | > loss_mel: 20.514318466186523 (19.28747812906901) | > loss_duration: 2.2579562664031982 (2.3827360471089682) | > loss_1: 34.956092834472656 (33.582907358805336)  --> STEP: 4 | > loss_disc: 2.2456345558166504 (2.2197025418281555) | > loss_disc_real_0: 0.16190975904464722 (0.1380666382610798) | > loss_disc_real_1: 0.2740192413330078 (0.25827599689364433) | > loss_disc_real_2: 0.3075603246688843 (0.2660059928894043) | > loss_disc_real_3: 0.3090766668319702 (0.24964894726872444) | > loss_disc_real_4: 0.2773978114128113 (0.24388660117983818) | > loss_disc_real_5: 0.2667942941188812 (0.22746117040514946) | > loss_0: 2.2456345558166504 (2.2197025418281555) | > loss_gen: 3.6594290733337402 (3.0629420280456543) | > loss_kl: 2.682133436203003 (2.6765408515930176) | > loss_feat: 10.695372581481934 (7.454271554946899) | > loss_mel: 19.970491409301758 (19.458231449127197) | > loss_duration: 2.2826039791107178 (2.3577030301094055) | > loss_1: 39.29003143310547 (35.00968837738037)  --> STEP: 5 | > loss_disc: 2.5658562183380127 (2.288933277130127) | > loss_disc_real_0: 0.2168920636177063 (0.15383172333240508) | > loss_disc_real_1: 0.3710024356842041 (0.28082128465175626) | > loss_disc_real_2: 0.2876306176185608 (0.2703309178352356) | > loss_disc_real_3: 0.2464679330587387 (0.2490127444267273) | > loss_disc_real_4: 0.27454128861427307 (0.25001753866672516) | > loss_disc_real_5: 0.22462046146392822 (0.22689302861690522) | > loss_0: 2.5658562183380127 (2.288933277130127) | > loss_gen: 2.927985191345215 (3.0359506607055664) | > loss_kl: 2.6454873085021973 (2.6703301429748536) | > loss_feat: 5.527241230010986 (7.068865489959717) | > loss_mel: 18.323402404785156 (19.23126564025879) | > loss_duration: 2.4163341522216797 (2.3694292545318603) | > loss_1: 31.840452194213867 (34.37584114074707)  --> STEP: 6 | > loss_disc: 2.4329419136047363 (2.312934716542562) | > loss_disc_real_0: 0.12117211520671844 (0.1483884553114573) | > loss_disc_real_1: 0.23370124399662018 (0.27296794454256695) | > loss_disc_real_2: 0.3138408660888672 (0.2775825758775075) | > loss_disc_real_3: 0.3186732232570648 (0.26062282423178357) | > loss_disc_real_4: 0.3071550726890564 (0.25954046100378036) | > loss_disc_real_5: 0.25235462188720703 (0.23113662749528885) | > loss_0: 2.4329419136047363 (2.312934716542562) | > loss_gen: 2.8859100341796875 (3.01094388961792) | > loss_kl: 2.09194016456604 (2.5739318132400513) | > loss_feat: 5.608198642730713 (6.82542101542155) | > loss_mel: 19.1336727142334 (19.21500015258789) | > loss_duration: 2.1770434379577637 (2.3373649517695108) | > loss_1: 31.896766662597656 (33.962662061055504)  --> STEP: 7 | > loss_disc: 1.9066966772079468 (2.254900710923331) | > loss_disc_real_0: 0.04969402402639389 (0.13428925084216253) | > loss_disc_real_1: 0.2954215407371521 (0.2761756011417934) | > loss_disc_real_2: 0.24371981620788574 (0.27274503878184725) | > loss_disc_real_3: 0.1863902360200882 (0.25001816877296995) | > loss_disc_real_4: 0.23041927814483643 (0.25538029202393125) | > loss_disc_real_5: 0.1714484840631485 (0.22260974986212595) | > loss_0: 1.9066966772079468 (2.254900710923331) | > loss_gen: 3.521819829940796 (3.083926166806902) | > loss_kl: 4.034181118011475 (2.782538856778826) | > loss_feat: 9.240693092346191 (7.170459883553641) | > loss_mel: 20.432771682739258 (19.388967514038086) | > loss_duration: 2.432976722717285 (2.3510237761906216) | > loss_1: 39.66244125366211 (34.776916231427876)  --> STEP: 8 | > loss_disc: 2.6156444549560547 (2.2999936789274216) | > loss_disc_real_0: 0.20399625599384308 (0.1430026264861226) | > loss_disc_real_1: 0.33022627234458923 (0.28293193504214287) | > loss_disc_real_2: 0.30987316370010376 (0.27738605439662933) | > loss_disc_real_3: 0.27640286087989807 (0.25331625528633595) | > loss_disc_real_4: 0.27294012904167175 (0.2575752716511488) | > loss_disc_real_5: 0.30876412987709045 (0.2333790473639965) | > loss_0: 2.6156444549560547 (2.2999936789274216) | > loss_gen: 3.169839859008789 (3.094665378332138) | > loss_kl: 2.650515079498291 (2.766035884618759) | > loss_feat: 7.83045768737793 (7.252959609031677) | > loss_mel: 15.546813011169434 (18.908698201179504) | > loss_duration: 2.254253625869751 (2.3389275074005127) | > loss_1: 31.451879501342773 (34.361286640167236)  --> STEP: 9 | > loss_disc: 2.4931540489196777 (2.3214559422598944) | > loss_disc_real_0: 0.17587938904762268 (0.14665560010406706) | > loss_disc_real_1: 0.22415699064731598 (0.2764013856649399) | > loss_disc_real_2: 0.31248143315315247 (0.2812855409251319) | > loss_disc_real_3: 0.28317007422447205 (0.25663334627946216) | > loss_disc_real_4: 0.2727823555469513 (0.2592649476395713) | > loss_disc_real_5: 0.23554641008377075 (0.23361986544397143) | > loss_0: 2.4931540489196777 (2.3214559422598944) | > loss_gen: 3.084268093109131 (3.0935101244184704) | > loss_kl: 2.4230704307556152 (2.7279286119672985) | > loss_feat: 7.78334903717041 (7.3118917677137585) | > loss_mel: 19.917848587036133 (19.020826021830242) | > loss_duration: 2.118212938308716 (2.314403666390313) | > loss_1: 35.32674789428711 (34.46856011284722)  --> STEP: 10 | > loss_disc: 2.538670063018799 (2.343177354335785) | > loss_disc_real_0: 0.20060598850250244 (0.1520506389439106) | > loss_disc_real_1: 0.3660137951374054 (0.2853626266121864) | > loss_disc_real_2: 0.3367692232131958 (0.2868339091539383) | > loss_disc_real_3: 0.30517274141311646 (0.2614872857928276) | > loss_disc_real_4: 0.28918755054473877 (0.26225720793008805) | > loss_disc_real_5: 0.22307784855365753 (0.23256566375494003) | > loss_0: 2.538670063018799 (2.343177354335785) | > loss_gen: 3.0571489334106445 (3.089874005317688) | > loss_kl: 2.132481098175049 (2.6683838605880736) | > loss_feat: 7.269240379333496 (7.307626628875733) | > loss_mel: 17.65740394592285 (18.884483814239502) | > loss_duration: 2.31520938873291 (2.3144842386245728) | > loss_1: 32.43148422241211 (34.26485252380371)  --> STEP: 11 | > loss_disc: 2.548144578933716 (2.361810738390142) | > loss_disc_real_0: 0.20928490161895752 (0.15725375373255124) | > loss_disc_real_1: 0.3141269385814667 (0.2879775640639392) | > loss_disc_real_2: 0.3195391297340393 (0.28980711102485657) | > loss_disc_real_3: 0.30401429533958435 (0.2653533775698055) | > loss_disc_real_4: 0.32096901535987854 (0.2675946449691599) | > loss_disc_real_5: 0.347476601600647 (0.2430121126500043) | > loss_0: 2.548144578933716 (2.361810738390142) | > loss_gen: 3.144160032272339 (3.0948090986772017) | > loss_kl: 3.2526752948760986 (2.721501263705167) | > loss_feat: 6.1910810470581055 (7.20612248507413) | > loss_mel: 15.190359115600586 (18.548654296181418) | > loss_duration: 2.410247325897217 (2.3231899738311768) | > loss_1: 30.188522338867188 (33.894277052445844)  --> STEP: 12 | > loss_disc: 2.362456798553467 (2.361864576737086) | > loss_disc_real_0: 0.11689358949661255 (0.15389040671288967) | > loss_disc_real_1: 0.31081321835517883 (0.28988053525487584) | > loss_disc_real_2: 0.3215370178222656 (0.29245126992464066) | > loss_disc_real_3: 0.2645016014575958 (0.26528239622712135) | > loss_disc_real_4: 0.28538981080055237 (0.2690775754551093) | > loss_disc_real_5: 0.24071158468723297 (0.24282040198644003) | > loss_0: 2.362456798553467 (2.361864576737086) | > loss_gen: 3.0917866230010986 (3.094557225704193) | > loss_kl: 2.6908986568450928 (2.7189510464668274) | > loss_feat: 6.563742160797119 (7.152590791384379) | > loss_mel: 18.356348037719727 (18.532628774642944) | > loss_duration: 2.2816121578216553 (2.3197251558303833) | > loss_1: 32.9843864440918 (33.81845283508301)  --> STEP: 13 | > loss_disc: 2.571126937866211 (2.3779616814393263) | > loss_disc_real_0: 0.21110200881958008 (0.1582912991826351) | > loss_disc_real_1: 0.33973634243011475 (0.2937155973452788) | > loss_disc_real_2: 0.29696235060691833 (0.2927982761309697) | > loss_disc_real_3: 0.29613542556762695 (0.267655706176391) | > loss_disc_real_4: 0.26799896359443665 (0.2689946053119806) | > loss_disc_real_5: 0.29457762837409973 (0.24680172709318307) | > loss_0: 2.571126937866211 (2.3779616814393263) | > loss_gen: 3.0951554775238037 (3.0946032450749326) | > loss_kl: 2.2239129543304443 (2.6808711932255673) | > loss_feat: 6.7856125831604 (7.124361698444073) | > loss_mel: 17.185216903686523 (18.428981707646297) | > loss_duration: 2.180039882659912 (2.3089801348172703) | > loss_1: 31.469938278198242 (33.63779786916879)  --> STEP: 14 | > loss_disc: 2.5537562370300293 (2.390518435410091) | > loss_disc_real_0: 0.18201838433742523 (0.1599860909794058) | > loss_disc_real_1: 0.3599362075328827 (0.29844564093010767) | > loss_disc_real_2: 0.29952093958854675 (0.2932784663779395) | > loss_disc_real_3: 0.2727004885673523 (0.2680160477757454) | > loss_disc_real_4: 0.29172879457473755 (0.2706184759736061) | > loss_disc_real_5: 0.29945024847984314 (0.2505623357636588) | > loss_0: 2.5537562370300293 (2.390518435410091) | > loss_gen: 3.1238853931427 (3.096694827079773) | > loss_kl: 3.145040273666382 (2.7140261275427684) | > loss_feat: 7.637915134429932 (7.1610440867287775) | > loss_mel: 18.603113174438477 (18.441419669560023) | > loss_duration: 2.380436897277832 (2.3140841892787387) | > loss_1: 34.89038848876953 (33.7272686277117)  --> STEP: 15 | > loss_disc: 2.049583911895752 (2.3677894671758017) | > loss_disc_real_0: 0.15125718712806702 (0.15940416405598323) | > loss_disc_real_1: 0.2896653413772583 (0.2978602876265844) | > loss_disc_real_2: 0.22475560009479523 (0.28871027529239657) | > loss_disc_real_3: 0.27306652069091797 (0.26835274597009023) | > loss_disc_real_4: 0.20002129673957825 (0.26591199735800425) | > loss_disc_real_5: 0.19313383102416992 (0.24673376878102618) | > loss_0: 2.049583911895752 (2.3677894671758017) | > loss_gen: 3.233100414276123 (3.105788532892863) | > loss_kl: 2.944504976272583 (2.7293913841247557) | > loss_feat: 8.799638748168945 (7.270283730824788) | > loss_mel: 20.109272003173828 (18.552609825134276) | > loss_duration: 2.270543098449707 (2.3111814498901366) | > loss_1: 37.357059478759766 (33.96925468444824)  --> STEP: 16 | > loss_disc: 2.382629871368408 (2.3687169924378395) | > loss_disc_real_0: 0.1796189844608307 (0.1606675903312862) | > loss_disc_real_1: 0.3394276201725006 (0.30045824591070414) | > loss_disc_real_2: 0.2560043931007385 (0.2866661576554179) | > loss_disc_real_3: 0.35123154520988464 (0.2735326709225774) | > loss_disc_real_4: 0.2640886902809143 (0.26579804066568613) | > loss_disc_real_5: 0.2436867654323578 (0.2465433310717344) | > loss_0: 2.382629871368408 (2.3687169924378395) | > loss_gen: 3.4578640460968018 (3.127793252468109) | > loss_kl: 2.7790262699127197 (2.7324935644865036) | > loss_feat: 7.5698652267456055 (7.2890075743198395) | > loss_mel: 17.611494064331055 (18.493790090084076) | > loss_duration: 2.3592352867126465 (2.3141848146915436) | > loss_1: 33.77748489379883 (33.957269072532654)  --> STEP: 17 | > loss_disc: 2.2225208282470703 (2.3601172180736767) | > loss_disc_real_0: 0.09962186217308044 (0.1570766651455094) | > loss_disc_real_1: 0.3149900436401367 (0.30131305754184723) | > loss_disc_real_2: 0.2947704792022705 (0.2871428824522916) | > loss_disc_real_3: 0.2894077003002167 (0.27446649618008556) | > loss_disc_real_4: 0.28917571902275085 (0.2671731982161017) | > loss_disc_real_5: 0.22474871575832367 (0.2452612948768279) | > loss_0: 2.2225208282470703 (2.3601172180736767) | > loss_gen: 3.2044525146484375 (3.132302620831658) | > loss_kl: 2.0643296241760254 (2.6931898032917694) | > loss_feat: 7.418905735015869 (7.296648642596076) | > loss_mel: 17.268287658691406 (18.42170171176686) | > loss_duration: 2.39827823638916 (2.3191314865561092) | > loss_1: 32.354251861572266 (33.86297394247616)  --> STEP: 18 | > loss_disc: 2.05299711227417 (2.343054989973704) | > loss_disc_real_0: 0.09413938224315643 (0.153580149428712) | > loss_disc_real_1: 0.222758948802948 (0.29694894038968617) | > loss_disc_real_2: 0.24845361709594727 (0.2849934788213836) | > loss_disc_real_3: 0.2062361091375351 (0.2706759191221661) | > loss_disc_real_4: 0.18282480537891388 (0.2624871763918135) | > loss_disc_real_5: 0.13553772866725922 (0.23916554119851854) | > loss_0: 2.05299711227417 (2.343054989973704) | > loss_gen: 2.9676079750061035 (3.1231529182857938) | > loss_kl: 1.9986222982406616 (2.6546027196778192) | > loss_feat: 8.791484832763672 (7.379695097605388) | > loss_mel: 21.149381637573242 (18.57323948542277) | > loss_duration: 2.2625956535339355 (2.315990606943766) | > loss_1: 37.16969299316406 (34.04668055640327)  --> STEP: 19 | > loss_disc: 2.0971524715423584 (2.330112752161528) | > loss_disc_real_0: 0.06029985472559929 (0.14867066023381134) | > loss_disc_real_1: 0.1722393035888672 (0.2903852752949062) | > loss_disc_real_2: 0.17868024110794067 (0.27939804525751816) | > loss_disc_real_3: 0.30633974075317383 (0.2725529623659034) | > loss_disc_real_4: 0.25791463255882263 (0.2622465161900771) | > loss_disc_real_5: 0.27777954936027527 (0.24119785741755836) | > loss_0: 2.0971524715423584 (2.330112752161528) | > loss_gen: 3.064021110534668 (3.1200407178778398) | > loss_kl: 1.9962135553359985 (2.6199506583966707) | > loss_feat: 6.423797607421875 (7.329384703385203) | > loss_mel: 19.356525421142578 (18.61446506098697) | > loss_duration: 2.3036277294158936 (2.3153399291791414) | > loss_1: 33.14418411254883 (33.99918074356882)  --> STEP: 20 | > loss_disc: 2.560131788253784 (2.3416137039661407) | > loss_disc_real_0: 0.2771914601325989 (0.15509670022875072) | > loss_disc_real_1: 0.28876572847366333 (0.29030429795384405) | > loss_disc_real_2: 0.2776987850666046 (0.27931308224797247) | > loss_disc_real_3: 0.2840540409088135 (0.27312801629304884) | > loss_disc_real_4: 0.3280486762523651 (0.2655366241931915) | > loss_disc_real_5: 0.2433130294084549 (0.2413036160171032) | > loss_0: 2.560131788253784 (2.3416137039661407) | > loss_gen: 3.2238621711730957 (3.1252317905426024) | > loss_kl: 2.103196859359741 (2.5941129684448243) | > loss_feat: 6.0645670890808105 (7.266143822669983) | > loss_mel: 18.861772537231445 (18.626830434799196) | > loss_duration: 2.312223196029663 (2.3151840925216676) | > loss_1: 32.56562042236328 (33.927502727508546)  --> STEP: 21 | > loss_disc: 2.5453262329101562 (2.3513143005825223) | > loss_disc_real_0: 0.200275719165802 (0.157248082082896) | > loss_disc_real_1: 0.2013988494873047 (0.28607070516972316) | > loss_disc_real_2: 0.3581467866897583 (0.2830670681737718) | > loss_disc_real_3: 0.28759217262268066 (0.27381678564207895) | > loss_disc_real_4: 0.28331124782562256 (0.2663830348423549) | > loss_disc_real_5: 0.22400785982608795 (0.2404800085794358) | > loss_0: 2.5453262329101562 (2.3513143005825223) | > loss_gen: 2.775550603866577 (3.108580305462792) | > loss_kl: 1.8786606788635254 (2.5600438117980957) | > loss_feat: 5.121222496032715 (7.164004711877732) | > loss_mel: 15.274799346923828 (18.46720990680513) | > loss_duration: 2.1299259662628174 (2.306362276985532) | > loss_1: 27.180160522460938 (33.60620071774437)  --> STEP: 22 | > loss_disc: 2.344618797302246 (2.351009959524328) | > loss_disc_real_0: 0.1524604856967926 (0.15703046406534585) | > loss_disc_real_1: 0.308695912361145 (0.28709912367842416) | > loss_disc_real_2: 0.32051828503608704 (0.284769396212968) | > loss_disc_real_3: 0.21167901158332825 (0.2709923413666812) | > loss_disc_real_4: 0.2341448962688446 (0.26491766490719537) | > loss_disc_real_5: 0.1979358047246933 (0.23854618113149295) | > loss_0: 2.344618797302246 (2.351009959524328) | > loss_gen: 3.0502686500549316 (3.1059297756715254) | > loss_kl: 2.162777900695801 (2.541986270384355) | > loss_feat: 7.772322177886963 (7.191655505787242) | > loss_mel: 19.347631454467773 (18.507229068062525) | > loss_duration: 2.1725807189941406 (2.300281297076832) | > loss_1: 34.50558090209961 (33.647081635215066)  --> STEP: 23 | > loss_disc: 2.5192887783050537 (2.3583264299060986) | > loss_disc_real_0: 0.24468562006950378 (0.16084155780465706) | > loss_disc_real_1: 0.30801987648010254 (0.2880087216263232) | > loss_disc_real_2: 0.36215734481811523 (0.2881340896305831) | > loss_disc_real_3: 0.26048916578292847 (0.27053568155869195) | > loss_disc_real_4: 0.26684072613716125 (0.26500127626501996) | > loss_disc_real_5: 0.23122745752334595 (0.2382279757572257) | > loss_0: 2.5192887783050537 (2.3583264299060986) | > loss_gen: 2.979030132293701 (3.1004123998724897) | > loss_kl: 2.476120948791504 (2.5391225607498833) | > loss_feat: 5.409801006317139 (7.114183571027673) | > loss_mel: 18.160058975219727 (18.492134716199793) | > loss_duration: 2.272404909133911 (2.2990692802097485) | > loss_1: 31.29741668701172 (33.54492228964101)  --> STEP: 24 | > loss_disc: 2.554434061050415 (2.3664975812037787) | > loss_disc_real_0: 0.25723832845687866 (0.1648580899151663) | > loss_disc_real_1: 0.37748757004737854 (0.2917370069772005) | > loss_disc_real_2: 0.29133981466293335 (0.28826766150693106) | > loss_disc_real_3: 0.2739534378051758 (0.2706780880689621) | > loss_disc_real_4: 0.2692047655582428 (0.2651764216522376) | > loss_disc_real_5: 0.22206571698188782 (0.2375545483082533) | > loss_0: 2.554434061050415 (2.3664975812037787) | > loss_gen: 3.110887289047241 (3.1008488535881042) | > loss_kl: 2.5973305702209473 (2.5415478944778442) | > loss_feat: 6.040900230407715 (7.069463431835175) | > loss_mel: 17.6680908203125 (18.457799553871155) | > loss_duration: 2.4893946647644043 (2.3069995045661926) | > loss_1: 31.906604766845703 (33.476659059524536)  --> STEP: 25 | > loss_disc: 2.7288336753845215 (2.3809910249710082) | > loss_disc_real_0: 0.19980892539024353 (0.1662561233341694) | > loss_disc_real_1: 0.33239567279815674 (0.29336335361003874) | > loss_disc_real_2: 0.33586585521698 (0.29017158925533304) | > loss_disc_real_3: 0.30237361788749695 (0.2719459092617035) | > loss_disc_real_4: 0.29044362902641296 (0.26618710994720457) | > loss_disc_real_5: 0.2944119870662689 (0.23982884585857392) | > loss_0: 2.7288336753845215 (2.3809910249710082) | > loss_gen: 2.661464214324951 (3.083273468017578) | > loss_kl: 2.7704367637634277 (2.5507034492492675) | > loss_feat: 5.507461071014404 (7.006983337402343) | > loss_mel: 13.956613540649414 (18.277752113342284) | > loss_duration: 2.381565570831299 (2.3099821472167967) | > loss_1: 27.277542114257812 (33.228694381713865)  --> STEP: 26 | > loss_disc: 2.9812610149383545 (2.404078332277445) | > loss_disc_real_0: 0.17095448076725006 (0.1664368293892879) | > loss_disc_real_1: 0.7567550539970398 (0.3111861113172311) | > loss_disc_real_2: 0.25877630710601807 (0.2889640784034363) | > loss_disc_real_3: 0.2836299240589142 (0.2723952944462116) | > loss_disc_real_4: 0.32567572593688965 (0.2684751336391155) | > loss_disc_real_5: 0.2830275297164917 (0.24149033369926307) | > loss_0: 2.9812610149383545 (2.404078332277445) | > loss_gen: 3.8695733547210693 (3.113515771352328) | > loss_kl: 1.9343534708023071 (2.5269976808474612) | > loss_feat: 12.303844451904297 (7.210708764883188) | > loss_mel: 19.373600006103516 (18.319900109217716) | > loss_duration: 2.287630558013916 (2.309122470708994) | > loss_1: 39.76900100708008 (33.480244636535645) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025052290696364185 (+8.408839886005128e-05) | > avg_loss_disc: 2.404078332277445 (+0.017142382951883306) | > avg_loss_disc_real_0: 0.1664368293892879 (+0.025580754073766587) | > avg_loss_disc_real_1: 0.3111861113172311 (+0.12080263518370116) | > avg_loss_disc_real_2: 0.2889640784034363 (+0.05853885240279719) | > avg_loss_disc_real_3: 0.2723952944462116 (+0.04216645658016202) | > avg_loss_disc_real_4: 0.2684751336391155 (+0.050678591315562876) | > avg_loss_disc_real_5: 0.24149033369926307 (+0.032790338763823895) | > avg_loss_0: 2.404078332277445 (+0.017142382951883306) | > avg_loss_gen: 3.113515771352328 (+0.7622634034890394) | > avg_loss_kl: 2.5269976808474612 (+0.01776194113951446) | > avg_loss_feat: 7.210708764883188 (+0.335963698533865) | > avg_loss_mel: 18.319900109217716 (+0.5998470233036954) | > avg_loss_duration: 2.309122470708994 (+0.0008701269443220916) | > avg_loss_1: 33.480244636535645 (+1.7167054689847454)  > EPOCH: 345/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:10:31)   --> TIME: 2024-06-11 06:10:41 -- STEP: 24/330 -- GLOBAL_STEP: 201875 | > loss_disc: 2.4245853424072266 (2.345683147509893) | > loss_disc_real_0: 0.08628831803798676 (0.1000928267215689) | > loss_disc_real_1: 0.2534636855125427 (0.22134701162576675) | > loss_disc_real_2: 0.21420089900493622 (0.2075154148042202) | > loss_disc_real_3: 0.20859083533287048 (0.22548086941242218) | > loss_disc_real_4: 0.24445697665214539 (0.23027028888463974) | > loss_disc_real_5: 0.2508939802646637 (0.2215202283114195) | > loss_0: 2.4245853424072266 (2.345683147509893) | > grad_norm_0: tensor(8.4979, device='cuda:0') (tensor(12.8021, device='cuda:0')) | > loss_gen: 2.373614549636841 (2.514974445104599) | > loss_kl: 1.8003618717193604 (1.8285511136054993) | > loss_feat: 6.946514129638672 (7.098318298657735) | > loss_mel: 17.6588077545166 (18.398424307505287) | > loss_duration: 2.0111660957336426 (2.1010905206203465) | > loss_1: 30.790464401245117 (31.941358566284176) | > grad_norm_1: tensor(216.5983, device='cuda:0') (tensor(183.5218, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.3654 (0.36174824833869934) | > loader_time: 0.0042 (0.0036349594593048096)  --> TIME: 2024-06-11 06:10:50 -- STEP: 49/330 -- GLOBAL_STEP: 201900 | > loss_disc: 2.3247134685516357 (2.3352156804532425) | > loss_disc_real_0: 0.08030841499567032 (0.10640701864446912) | > loss_disc_real_1: 0.23018328845500946 (0.2098162788517621) | > loss_disc_real_2: 0.20939494669437408 (0.21019393053590035) | > loss_disc_real_3: 0.23456254601478577 (0.22772508342655337) | > loss_disc_real_4: 0.2286827117204666 (0.229211759810545) | > loss_disc_real_5: 0.21144872903823853 (0.21738041937351227) | > loss_0: 2.3247134685516357 (2.3352156804532425) | > grad_norm_0: tensor(10.0260, device='cuda:0') (tensor(12.2182, device='cuda:0')) | > loss_gen: 2.4736342430114746 (2.5116915848790375) | > loss_kl: 2.0167953968048096 (1.8540235733499333) | > loss_feat: 7.055287837982178 (7.168172359466553) | > loss_mel: 18.379444122314453 (18.348752625134523) | > loss_duration: 1.970839262008667 (2.058347174099513) | > loss_1: 31.895999908447266 (31.940987333959463) | > grad_norm_1: tensor(97.3716, device='cuda:0') (tensor(148.9432, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.357 (0.3579974466440628) | > loader_time: 0.0033 (0.0035398493007737764)  --> TIME: 2024-06-11 06:10:59 -- STEP: 74/330 -- GLOBAL_STEP: 201925 | > loss_disc: 2.440765857696533 (2.3274406581311613) | > loss_disc_real_0: 0.096268430352211 (0.10837812550567291) | > loss_disc_real_1: 0.20505879819393158 (0.20459089790647098) | > loss_disc_real_2: 0.23829303681850433 (0.21132993033608877) | > loss_disc_real_3: 0.23440174758434296 (0.22644438916766965) | > loss_disc_real_4: 0.21484705805778503 (0.2265707343011289) | > loss_disc_real_5: 0.23115965723991394 (0.21789585194877675) | > loss_0: 2.440765857696533 (2.3274406581311613) | > grad_norm_0: tensor(35.7373, device='cuda:0') (tensor(12.3072, device='cuda:0')) | > loss_gen: 2.5231518745422363 (2.5134532806035628) | > loss_kl: 1.9368115663528442 (1.8621748089790344) | > loss_feat: 7.463830471038818 (7.2105110013807145) | > loss_mel: 18.70737075805664 (18.3622709222742) | > loss_duration: 1.948604941368103 (2.0396917252927196) | > loss_1: 32.579769134521484 (31.988101778803646) | > grad_norm_1: tensor(199.6454, device='cuda:0') (tensor(139.7094, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.3512 (0.3631664192354357) | > loader_time: 0.0035 (0.003577892844741409)  --> TIME: 2024-06-11 06:11:09 -- STEP: 99/330 -- GLOBAL_STEP: 201950 | > loss_disc: 2.263138771057129 (2.3323608865641594) | > loss_disc_real_0: 0.1080443263053894 (0.1107481439607312) | > loss_disc_real_1: 0.21989557147026062 (0.20452169742849138) | > loss_disc_real_2: 0.21755073964595795 (0.2126545275401588) | > loss_disc_real_3: 0.2138165533542633 (0.22769712634158856) | > loss_disc_real_4: 0.2052251249551773 (0.22568640112876892) | > loss_disc_real_5: 0.19482296705245972 (0.2184892293780741) | > loss_0: 2.263138771057129 (2.3323608865641594) | > grad_norm_0: tensor(30.1571, device='cuda:0') (tensor(13.2156, device='cuda:0')) | > loss_gen: 2.496622323989868 (2.5127606367824047) | > loss_kl: 2.025949478149414 (1.875506528700241) | > loss_feat: 7.055251598358154 (7.183723902461504) | > loss_mel: 18.41252899169922 (18.326716509732332) | > loss_duration: 2.056028127670288 (2.036994914815882) | > loss_1: 32.04637908935547 (31.935702449143534) | > grad_norm_1: tensor(309.6714, device='cuda:0') (tensor(155.3868, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.3681 (0.3639271765044241) | > loader_time: 0.0038 (0.003634941698324801)  --> TIME: 2024-06-11 06:11:18 -- STEP: 124/330 -- GLOBAL_STEP: 201975 | > loss_disc: 2.3473093509674072 (2.331945626966415) | > loss_disc_real_0: 0.09497970342636108 (0.11162407215564482) | > loss_disc_real_1: 0.20435726642608643 (0.20338311731334655) | > loss_disc_real_2: 0.2068956345319748 (0.212508701869557) | > loss_disc_real_3: 0.2160704880952835 (0.22786801308393478) | > loss_disc_real_4: 0.21962471306324005 (0.22516355867828092) | > loss_disc_real_5: 0.2094973772764206 (0.21717688753720252) | > loss_0: 2.3473093509674072 (2.331945626966415) | > grad_norm_0: tensor(8.3936, device='cuda:0') (tensor(16.7117, device='cuda:0')) | > loss_gen: 2.488025665283203 (2.5181664324575856) | > loss_kl: 1.928332805633545 (1.8715872966474103) | > loss_feat: 7.6737518310546875 (7.21959198674848) | > loss_mel: 18.348899841308594 (18.337714133724084) | > loss_duration: 2.0622684955596924 (2.0385546780401635) | > loss_1: 32.501277923583984 (31.985614530501827) | > grad_norm_1: tensor(308.1887, device='cuda:0') (tensor(185.1671, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.3906 (0.3657867870023173) | > loader_time: 0.0039 (0.0037475612855726675)  --> TIME: 2024-06-11 06:11:28 -- STEP: 149/330 -- GLOBAL_STEP: 202000 | > loss_disc: 2.3664422035217285 (2.3361906589277637) | > loss_disc_real_0: 0.0858774185180664 (0.11354017057674844) | > loss_disc_real_1: 0.19616928696632385 (0.20345372121606098) | > loss_disc_real_2: 0.1955619603395462 (0.21291555694285658) | > loss_disc_real_3: 0.2269669771194458 (0.22844445355386542) | > loss_disc_real_4: 0.19085907936096191 (0.2245372395787463) | > loss_disc_real_5: 0.2120846062898636 (0.2168320059376275) | > loss_0: 2.3664422035217285 (2.3361906589277637) | > grad_norm_0: tensor(39.4431, device='cuda:0') (tensor(18.2607, device='cuda:0')) | > loss_gen: 2.431506872177124 (2.5149654590043444) | > loss_kl: 1.96373450756073 (1.8776766485815881) | > loss_feat: 7.307064056396484 (7.218006255642679) | > loss_mel: 19.013309478759766 (18.370141816619256) | > loss_duration: 2.0571157932281494 (2.0411861198860506) | > loss_1: 32.77273178100586 (32.0219762789323) | > grad_norm_1: tensor(314.5460, device='cuda:0') (tensor(201.8015, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.3784 (0.3688500743584344) | > loader_time: 0.0039 (0.0038432034870122104) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_202000.pth  --> TIME: 2024-06-11 06:11:43 -- STEP: 174/330 -- GLOBAL_STEP: 202025 | > loss_disc: 2.3914434909820557 (2.3374545724912617) | > loss_disc_real_0: 0.12088596820831299 (0.11408025176189411) | > loss_disc_real_1: 0.1913139969110489 (0.20348277542440363) | > loss_disc_real_2: 0.1986473798751831 (0.21291435835347777) | > loss_disc_real_3: 0.22872893512248993 (0.2283873819242949) | > loss_disc_real_4: 0.23012976348400116 (0.22517920388229962) | > loss_disc_real_5: 0.243876650929451 (0.21750252813785925) | > loss_0: 2.3914434909820557 (2.3374545724912617) | > grad_norm_0: tensor(23.2911, device='cuda:0') (tensor(18.9287, device='cuda:0')) | > loss_gen: 2.509247303009033 (2.5155956608125534) | > loss_kl: 1.9755539894104004 (1.8855508511093841) | > loss_feat: 7.637428283691406 (7.228324166659651) | > loss_mel: 18.46695327758789 (18.345192415960902) | > loss_duration: 2.123309850692749 (2.04579611345269) | > loss_1: 32.71249008178711 (32.02045916414811) | > grad_norm_1: tensor(306.5090, device='cuda:0') (tensor(216.5190, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.3922 (0.372711078873996) | > loader_time: 0.0045 (0.003977183637947872)  --> TIME: 2024-06-11 06:11:53 -- STEP: 199/330 -- GLOBAL_STEP: 202050 | > loss_disc: 2.433511734008789 (2.3355323118181075) | > loss_disc_real_0: 0.12583070993423462 (0.11472546035919956) | > loss_disc_real_1: 0.20984375476837158 (0.20278334692494945) | > loss_disc_real_2: 0.22995837032794952 (0.21306012705642374) | > loss_disc_real_3: 0.2819954752922058 (0.22783469712015372) | > loss_disc_real_4: 0.26864510774612427 (0.22503055280177436) | > loss_disc_real_5: 0.23366618156433105 (0.21714022321317664) | > loss_0: 2.433511734008789 (2.3355323118181075) | > grad_norm_0: tensor(39.1643, device='cuda:0') (tensor(21.1462, device='cuda:0')) | > loss_gen: 2.604465961456299 (2.5216624952440876) | > loss_kl: 1.9273020029067993 (1.8918729738973492) | > loss_feat: 6.566498756408691 (7.250627160671368) | > loss_mel: 18.19718360900879 (18.318001176843698) | > loss_duration: 2.169558525085449 (2.052881364247306) | > loss_1: 31.465007781982422 (32.035045058283984) | > grad_norm_1: tensor(426.5050, device='cuda:0') (tensor(232.9666, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.386 (0.37571036516122475) | > loader_time: 0.0045 (0.00407449084909717)  --> TIME: 2024-06-11 06:12:04 -- STEP: 224/330 -- GLOBAL_STEP: 202075 | > loss_disc: 2.2624733448028564 (2.336802474090031) | > loss_disc_real_0: 0.08194383978843689 (0.11487815771917147) | > loss_disc_real_1: 0.19497744739055634 (0.20252548038427312) | > loss_disc_real_2: 0.19223351776599884 (0.21359281820644224) | > loss_disc_real_3: 0.27234309911727905 (0.2284535666528557) | > loss_disc_real_4: 0.2179073542356491 (0.2249465987219342) | > loss_disc_real_5: 0.22954167425632477 (0.21806999182860767) | > loss_0: 2.2624733448028564 (2.336802474090031) | > grad_norm_0: tensor(62.3539, device='cuda:0') (tensor(22.8168, device='cuda:0')) | > loss_gen: 2.575683355331421 (2.524296351841517) | > loss_kl: 1.8467355966567993 (1.8954886363020964) | > loss_feat: 7.40370512008667 (7.256407369460378) | > loss_mel: 18.079599380493164 (18.26466467550822) | > loss_duration: 2.185922622680664 (2.059306502342221) | > loss_1: 32.091644287109375 (32.000163461480824) | > grad_norm_1: tensor(519.2223, device='cuda:0') (tensor(250.6520, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.413 (0.37915639792169836) | > loader_time: 0.0056 (0.00418264844587871)  --> TIME: 2024-06-11 06:12:15 -- STEP: 249/330 -- GLOBAL_STEP: 202100 | > loss_disc: 2.3913204669952393 (2.335377308259527) | > loss_disc_real_0: 0.17207716405391693 (0.11521584045396273) | > loss_disc_real_1: 0.17628902196884155 (0.20256242766437754) | > loss_disc_real_2: 0.19418740272521973 (0.21325512397959528) | > loss_disc_real_3: 0.23391768336296082 (0.22829207963493453) | > loss_disc_real_4: 0.22031691670417786 (0.2240103528083089) | > loss_disc_real_5: 0.20678849518299103 (0.2179479483500063) | > loss_0: 2.3913204669952393 (2.335377308259527) | > grad_norm_0: tensor(39.2922, device='cuda:0') (tensor(24.8547, device='cuda:0')) | > loss_gen: 2.6579620838165283 (2.534026729055197) | > loss_kl: 1.8536913394927979 (1.8966744367377346) | > loss_feat: 7.235608100891113 (7.27118621198049) | > loss_mel: 18.566049575805664 (18.231500242608615) | > loss_duration: 2.137486457824707 (2.06670413534325) | > loss_1: 32.45079803466797 (32.00009167529493) | > grad_norm_1: tensor(111.9288, device='cuda:0') (tensor(264.1125, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.4417 (0.38364561207323183) | > loader_time: 0.0053 (0.0043093258118533685)  --> TIME: 2024-06-11 06:12:26 -- STEP: 274/330 -- GLOBAL_STEP: 202125 | > loss_disc: 2.3380165100097656 (2.339388638517283) | > loss_disc_real_0: 0.2038436084985733 (0.11634912224907945) | > loss_disc_real_1: 0.16909168660640717 (0.2026814101059941) | > loss_disc_real_2: 0.20464210212230682 (0.2137490235214686) | > loss_disc_real_3: 0.2273695468902588 (0.22818125012147167) | > loss_disc_real_4: 0.24189472198486328 (0.2254616756291285) | > loss_disc_real_5: 0.21256373822689056 (0.21750790897729624) | > loss_0: 2.3380165100097656 (2.339388638517283) | > grad_norm_0: tensor(95.2933, device='cuda:0') (tensor(26.7973, device='cuda:0')) | > loss_gen: 2.4931159019470215 (2.5329669261500776) | > loss_kl: 1.942272663116455 (1.8980632428705257) | > loss_feat: 7.510970115661621 (7.284868306487146) | > loss_mel: 17.399608612060547 (18.18549296803718) | > loss_duration: 2.1480727195739746 (2.0743844700555707) | > loss_1: 31.494041442871094 (31.975775816144733) | > grad_norm_1: tensor(603.1483, device='cuda:0') (tensor(276.7596, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.4581 (0.38893944590631185) | > loader_time: 0.0065 (0.004463650884419461)  --> TIME: 2024-06-11 06:12:38 -- STEP: 299/330 -- GLOBAL_STEP: 202150 | > loss_disc: 2.320756435394287 (2.339000015354476) | > loss_disc_real_0: 0.11715555191040039 (0.11681723263251742) | > loss_disc_real_1: 0.15587300062179565 (0.2026342570183667) | > loss_disc_real_2: 0.21838891506195068 (0.21338931822457843) | > loss_disc_real_3: 0.18869338929653168 (0.22800004721485254) | > loss_disc_real_4: 0.23413203656673431 (0.2253490528932782) | > loss_disc_real_5: 0.23264986276626587 (0.2174372232478598) | > loss_0: 2.320756435394287 (2.339000015354476) | > grad_norm_0: tensor(20.6765, device='cuda:0') (tensor(27.2764, device='cuda:0')) | > loss_gen: 2.4142675399780273 (2.527804413766764) | > loss_kl: 1.7784662246704102 (1.8995537283428536) | > loss_feat: 7.398473262786865 (7.2885655176679425) | > loss_mel: 18.52421760559082 (18.138767816549958) | > loss_duration: 2.2379846572875977 (2.0844786063484526) | > loss_1: 32.35340881347656 (31.939169969845775) | > grad_norm_1: tensor(102.4222, device='cuda:0') (tensor(282.1920, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.4765 (0.3953022837240161) | > loader_time: 0.0069 (0.00466277527569927)  --> TIME: 2024-06-11 06:12:52 -- STEP: 324/330 -- GLOBAL_STEP: 202175 | > loss_disc: 2.3238730430603027 (2.343552479773392) | > loss_disc_real_0: 0.09881071746349335 (0.11829948193037215) | > loss_disc_real_1: 0.21243816614151 (0.2028255273162582) | > loss_disc_real_2: 0.20910464227199554 (0.21382165286276075) | > loss_disc_real_3: 0.19467763602733612 (0.22760215714389895) | > loss_disc_real_4: 0.19081850349903107 (0.22575223510280068) | > loss_disc_real_5: 0.13273800909519196 (0.21772648854020202) | > loss_0: 2.3238730430603027 (2.343552479773392) | > grad_norm_0: tensor(26.6415, device='cuda:0') (tensor(27.0207, device='cuda:0')) | > loss_gen: 2.575613021850586 (2.5222804700886745) | > loss_kl: 2.0339126586914062 (1.9038768723423098) | > loss_feat: 9.503795623779297 (7.334431496667273) | > loss_mel: 18.093374252319336 (18.110073519341736) | > loss_duration: 2.2840778827667236 (2.09820815001005) | > loss_1: 34.49077224731445 (31.96887038666525) | > grad_norm_1: tensor(388.6328, device='cuda:0') (tensor(282.9911, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.5891 (0.4069165624218223) | > loader_time: 0.0091 (0.004926898597199239)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.204824686050415 (2.204824686050415) | > loss_disc_real_0: 0.08133511245250702 (0.08133511245250702) | > loss_disc_real_1: 0.2887933552265167 (0.2887933552265167) | > loss_disc_real_2: 0.1934484839439392 (0.1934484839439392) | > loss_disc_real_3: 0.20219114422798157 (0.20219114422798157) | > loss_disc_real_4: 0.18240857124328613 (0.18240857124328613) | > loss_disc_real_5: 0.2006814330816269 (0.2006814330816269) | > loss_0: 2.204824686050415 (2.204824686050415) | > loss_gen: 2.7256906032562256 (2.7256906032562256) | > loss_kl: 2.8405838012695312 (2.8405838012695312) | > loss_feat: 8.771595001220703 (8.771595001220703) | > loss_mel: 18.387737274169922 (18.387737274169922) | > loss_duration: 2.878237247467041 (2.878237247467041) | > loss_1: 35.603843688964844 (35.603843688964844)  --> STEP: 1 | > loss_disc: 2.2627384662628174 (2.2627384662628174) | > loss_disc_real_0: 0.08450113981962204 (0.08450113981962204) | > loss_disc_real_1: 0.2597292959690094 (0.2597292959690094) | > loss_disc_real_2: 0.18150225281715393 (0.18150225281715393) | > loss_disc_real_3: 0.2608219385147095 (0.2608219385147095) | > loss_disc_real_4: 0.23590156435966492 (0.23590156435966492) | > loss_disc_real_5: 0.20294535160064697 (0.20294535160064697) | > loss_0: 2.2627384662628174 (2.2627384662628174) | > loss_gen: 2.320775032043457 (2.320775032043457) | > loss_kl: 2.291367769241333 (2.291367769241333) | > loss_feat: 4.904234409332275 (4.904234409332275) | > loss_mel: 16.860109329223633 (16.860109329223633) | > loss_duration: 2.437755584716797 (2.437755584716797) | > loss_1: 28.81424331665039 (28.81424331665039)  --> STEP: 2 | > loss_disc: 2.3766345977783203 (2.319686532020569) | > loss_disc_real_0: 0.10054458677768707 (0.09252286329865456) | > loss_disc_real_1: 0.3121332824230194 (0.2859312891960144) | > loss_disc_real_2: 0.2513381540775299 (0.21642020344734192) | > loss_disc_real_3: 0.2948189377784729 (0.2778204381465912) | > loss_disc_real_4: 0.25692659616470337 (0.24641408026218414) | > loss_disc_real_5: 0.25614476203918457 (0.22954505681991577) | > loss_0: 2.3766345977783203 (2.319686532020569) | > loss_gen: 2.7523033618927 (2.5365391969680786) | > loss_kl: 2.561476469039917 (2.426422119140625) | > loss_feat: 7.680656909942627 (6.292445659637451) | > loss_mel: 20.04872703552246 (18.454418182373047) | > loss_duration: 2.5076375007629395 (2.472696542739868) | > loss_1: 35.55080032348633 (32.18252182006836)  --> STEP: 3 | > loss_disc: 2.409461259841919 (2.349611441294352) | > loss_disc_real_0: 0.14535894989967346 (0.11013489216566086) | > loss_disc_real_1: 0.2959267497062683 (0.28926310936609906) | > loss_disc_real_2: 0.21333202719688416 (0.215390811363856) | > loss_disc_real_3: 0.2892255485057831 (0.28162214159965515) | > loss_disc_real_4: 0.23963765799999237 (0.24415527284145355) | > loss_disc_real_5: 0.3232215642929077 (0.2607705593109131) | > loss_0: 2.409461259841919 (2.349611441294352) | > loss_gen: 2.635244846343994 (2.569441080093384) | > loss_kl: 2.7336857318878174 (2.528843323389689) | > loss_feat: 6.780144691467285 (6.4550120035807295) | > loss_mel: 17.34238052368164 (18.083738962809246) | > loss_duration: 2.3082849979400635 (2.4178926944732666) | > loss_1: 31.799739837646484 (32.054927825927734)  --> STEP: 4 | > loss_disc: 2.065497398376465 (2.2785829305648804) | > loss_disc_real_0: 0.07843944430351257 (0.10221103020012379) | > loss_disc_real_1: 0.29202744364738464 (0.28995419293642044) | > loss_disc_real_2: 0.18437641859054565 (0.2076372131705284) | > loss_disc_real_3: 0.18847496807575226 (0.25833534821867943) | > loss_disc_real_4: 0.11241103708744049 (0.2112192139029503) | > loss_disc_real_5: 0.11240731924772263 (0.22367974929511547) | > loss_0: 2.065497398376465 (2.2785829305648804) | > loss_gen: 2.704477548599243 (2.6032001972198486) | > loss_kl: 2.6115355491638184 (2.5495163798332214) | > loss_feat: 9.670170783996582 (7.258801698684692) | > loss_mel: 19.323410034179688 (18.393656730651855) | > loss_duration: 2.266695976257324 (2.380093514919281) | > loss_1: 36.576290130615234 (33.18526840209961)  --> STEP: 5 | > loss_disc: 2.2242064476013184 (2.267707633972168) | > loss_disc_real_0: 0.08436421304941177 (0.09864166676998139) | > loss_disc_real_1: 0.2258676290512085 (0.27713688015937804) | > loss_disc_real_2: 0.12899036705493927 (0.1919078439474106) | > loss_disc_real_3: 0.1693314015865326 (0.24053455889225006) | > loss_disc_real_4: 0.1688355803489685 (0.20274248719215393) | > loss_disc_real_5: 0.17953816056251526 (0.21485143154859543) | > loss_0: 2.2242064476013184 (2.267707633972168) | > loss_gen: 2.1375272274017334 (2.5100656032562254) | > loss_kl: 2.232954502105713 (2.48620400428772) | > loss_feat: 5.790480136871338 (6.965137386322022) | > loss_mel: 19.62213897705078 (18.63935317993164) | > loss_duration: 2.3435444831848145 (2.3727837085723875) | > loss_1: 32.126644134521484 (32.97354354858398)  --> STEP: 6 | > loss_disc: 2.5077173709869385 (2.307709256807963) | > loss_disc_real_0: 0.108035609126091 (0.10020732382933299) | > loss_disc_real_1: 0.2915213406085968 (0.27953429023424786) | > loss_disc_real_2: 0.23702840507030487 (0.19942793746789297) | > loss_disc_real_3: 0.28156793117523193 (0.24737345427274704) | > loss_disc_real_4: 0.24836909770965576 (0.21034692227840424) | > loss_disc_real_5: 0.23574915528297424 (0.21833438550432524) | > loss_0: 2.5077173709869385 (2.307709256807963) | > loss_gen: 2.58085036277771 (2.521863063176473) | > loss_kl: 2.6277945041656494 (2.5098024209340415) | > loss_feat: 6.061147212982178 (6.814472357432048) | > loss_mel: 19.001115798950195 (18.699646949768066) | > loss_duration: 2.2269647121429443 (2.348480542500814) | > loss_1: 32.49787139892578 (32.89426485697428)  --> STEP: 7 | > loss_disc: 2.451003074645996 (2.328179802213396) | > loss_disc_real_0: 0.15388771891593933 (0.10787595169884819) | > loss_disc_real_1: 0.35884544253349304 (0.2908644548484257) | > loss_disc_real_2: 0.1858963519334793 (0.19749485382011958) | > loss_disc_real_3: 0.28612610697746277 (0.25290954751627787) | > loss_disc_real_4: 0.23965662717819214 (0.21453402297837393) | > loss_disc_real_5: 0.19744105637073517 (0.21534962419952666) | > loss_0: 2.451003074645996 (2.328179802213396) | > loss_gen: 2.3755404949188232 (2.5009598391396657) | > loss_kl: 3.6068201065063477 (2.6665192331586565) | > loss_feat: 4.878352165222168 (6.537883758544922) | > loss_mel: 19.27115249633789 (18.78129059927804) | > loss_duration: 2.4515161514282227 (2.363199915204729) | > loss_1: 32.58338165283203 (32.849852970668245)  --> STEP: 8 | > loss_disc: 2.801117181777954 (2.387296974658966) | > loss_disc_real_0: 0.2225300371646881 (0.12220771238207817) | > loss_disc_real_1: 0.5995510816574097 (0.3294502831995487) | > loss_disc_real_2: 0.30053433775901794 (0.21037478931248188) | > loss_disc_real_3: 0.329007625579834 (0.2624218072742224) | > loss_disc_real_4: 0.27106034755706787 (0.22159981355071068) | > loss_disc_real_5: 0.28411999344825745 (0.223945920355618) | > loss_0: 2.801117181777954 (2.387296974658966) | > loss_gen: 3.3006317615509033 (2.6009188294410706) | > loss_kl: 2.1240696907043457 (2.5987130403518677) | > loss_feat: 10.867630958557129 (7.079102158546448) | > loss_mel: 20.079021453857422 (18.943506956100464) | > loss_duration: 2.213137149810791 (2.344442069530487) | > loss_1: 38.584495544433594 (33.566683292388916)  --> STEP: 9 | > loss_disc: 2.491818428039551 (2.398910469479031) | > loss_disc_real_0: 0.2160145342350006 (0.13263069258795845) | > loss_disc_real_1: 0.3752235770225525 (0.33453620473543805) | > loss_disc_real_2: 0.17064407467842102 (0.2059602654642529) | > loss_disc_real_3: 0.16997800767421722 (0.2521502739853329) | > loss_disc_real_4: 0.21879680454730988 (0.22128836810588837) | > loss_disc_real_5: 0.19416674971580505 (0.220637123617861) | > loss_0: 2.491818428039551 (2.398910469479031) | > loss_gen: 2.740189790725708 (2.616393380694919) | > loss_kl: 2.0952587127685547 (2.5427736706203885) | > loss_feat: 10.897828102111816 (7.503405041164822) | > loss_mel: 19.88848304748535 (19.048504299587673) | > loss_duration: 2.159694194793701 (2.3239145278930664) | > loss_1: 37.78145217895508 (34.03499094645182)  --> STEP: 10 | > loss_disc: 2.647459030151367 (2.4237653255462646) | > loss_disc_real_0: 0.1842014342546463 (0.13778776675462723) | > loss_disc_real_1: 0.38083645701408386 (0.3391662299633026) | > loss_disc_real_2: 0.3101489841938019 (0.2163791373372078) | > loss_disc_real_3: 0.29320043325424194 (0.2562552899122238) | > loss_disc_real_4: 0.2662775218486786 (0.22578728348016738) | > loss_disc_real_5: 0.3247583508491516 (0.23104924634099006) | > loss_0: 2.647459030151367 (2.4237653255462646) | > loss_gen: 2.722923755645752 (2.6270464181900026) | > loss_kl: 2.21816086769104 (2.510312390327454) | > loss_feat: 6.238805294036865 (7.376945066452026) | > loss_mel: 18.676549911499023 (19.011308860778808) | > loss_duration: 2.3174891471862793 (2.3232719898223877) | > loss_1: 32.173927307128906 (33.84888458251953)  --> STEP: 11 | > loss_disc: 2.660151720046997 (2.445254997773604) | > loss_disc_real_0: 0.18932710587978363 (0.14247316122055054) | > loss_disc_real_1: 0.4010760188102722 (0.3447943925857544) | > loss_disc_real_2: 0.25698310136795044 (0.22007040679454803) | > loss_disc_real_3: 0.31721892952919006 (0.26179743896831165) | > loss_disc_real_4: 0.25057509541511536 (0.228040720928799) | > loss_disc_real_5: 0.2186230719089508 (0.2299195941198956) | > loss_0: 2.660151720046997 (2.445254997773604) | > loss_gen: 2.742156744003296 (2.637510993263938) | > loss_kl: 3.153017520904541 (2.568740129470825) | > loss_feat: 7.078059196472168 (7.349773623726585) | > loss_mel: 17.954673767089844 (18.915251124988902) | > loss_duration: 2.4301254749298096 (2.3329859430139717) | > loss_1: 33.3580322265625 (33.80426164106889)  --> STEP: 12 | > loss_disc: 2.7088069915771484 (2.467217663923899) | > loss_disc_real_0: 0.10509015619754791 (0.139357910801967) | > loss_disc_real_1: 0.41878458857536316 (0.35096024225155514) | > loss_disc_real_2: 0.2313186079263687 (0.22100775688886642) | > loss_disc_real_3: 0.24890531599521637 (0.2607230953872204) | > loss_disc_real_4: 0.15113092958927155 (0.22163157165050507) | > loss_disc_real_5: 0.17808058857917786 (0.22559967699150243) | > loss_0: 2.7088069915771484 (2.467217663923899) | > loss_gen: 2.3170769214630127 (2.610808153947194) | > loss_kl: 2.581200361251831 (2.569778482119242) | > loss_feat: 6.110419273376465 (7.246494094530742) | > loss_mel: 17.818315505981445 (18.82383982340495) | > loss_duration: 2.226091146469116 (2.3240780433019004) | > loss_1: 31.053104400634766 (33.57499853769938)  --> STEP: 13 | > loss_disc: 2.628556489944458 (2.4796283428485575) | > loss_disc_real_0: 0.17262355983257294 (0.14191680688124436) | > loss_disc_real_1: 0.3876495361328125 (0.35378249562703645) | > loss_disc_real_2: 0.27944353222846985 (0.22550281653037438) | > loss_disc_real_3: 0.3293711543083191 (0.26600371530422795) | > loss_disc_real_4: 0.27628180384635925 (0.22583543566557077) | > loss_disc_real_5: 0.21758334338665009 (0.22498303594497535) | > loss_0: 2.628556489944458 (2.4796283428485575) | > loss_gen: 2.906364917755127 (2.6335432896247277) | > loss_kl: 3.1357674598693848 (2.6133160957923303) | > loss_feat: 8.294659614562988 (7.327122211456299) | > loss_mel: 16.92449951171875 (18.67773672250601) | > loss_duration: 2.246377468109131 (2.3181010759793796) | > loss_1: 33.507667541503906 (33.56981923029973)  --> STEP: 14 | > loss_disc: 2.6320643424987793 (2.490516628537859) | > loss_disc_real_0: 0.15986406803131104 (0.14319875410624913) | > loss_disc_real_1: 0.43287795782089233 (0.35943217149802614) | > loss_disc_real_2: 0.24178148806095123 (0.22666557878255844) | > loss_disc_real_3: 0.3113802373409271 (0.2692448954497065) | > loss_disc_real_4: 0.26311835646629333 (0.22849850143705094) | > loss_disc_real_5: 0.2608399987220764 (0.22754424757191113) | > loss_0: 2.6320643424987793 (2.490516628537859) | > loss_gen: 2.801591634750366 (2.6455467428479875) | > loss_kl: 3.1017305850982666 (2.6482028450284685) | > loss_feat: 7.556560516357422 (7.343510661806379) | > loss_mel: 20.400856018066406 (18.800816672188894) | > loss_duration: 2.370548725128174 (2.3218473366328647) | > loss_1: 36.231285095214844 (33.75992393493652)  --> STEP: 15 | > loss_disc: 2.711076259613037 (2.5052206039428713) | > loss_disc_real_0: 0.2607194483280182 (0.15103346705436707) | > loss_disc_real_1: 0.3764197528362274 (0.3605646769205729) | > loss_disc_real_2: 0.3326738178730011 (0.2337327947219213) | > loss_disc_real_3: 0.3454352617263794 (0.2743242532014847) | > loss_disc_real_4: 0.2611890733242035 (0.23067787289619446) | > loss_disc_real_5: 0.2441927045583725 (0.2286541447043419) | > loss_0: 2.711076259613037 (2.5052206039428713) | > loss_gen: 2.843249797821045 (2.658726946512858) | > loss_kl: 2.7770307064056396 (2.65679136912028) | > loss_feat: 8.469133377075195 (7.418552176157633) | > loss_mel: 18.659420013427734 (18.791390228271485) | > loss_duration: 2.2650341987609863 (2.318059794108073) | > loss_1: 35.01386642456055 (33.843520100911455)  --> STEP: 16 | > loss_disc: 2.7126998901367188 (2.5181880593299866) | > loss_disc_real_0: 0.17788457870483398 (0.15271166153252125) | > loss_disc_real_1: 0.41454848647117615 (0.3639386650174856) | > loss_disc_real_2: 0.3409802317619324 (0.24043575953692198) | > loss_disc_real_3: 0.3158894181251526 (0.2769220760092139) | > loss_disc_real_4: 0.31326985359191895 (0.23583987168967724) | > loss_disc_real_5: 0.30595800280570984 (0.23348563583567739) | > loss_0: 2.7126998901367188 (2.5181880593299866) | > loss_gen: 2.995783567428589 (2.6797929853200912) | > loss_kl: 2.5293989181518555 (2.6488293409347534) | > loss_feat: 6.701207160949707 (7.373718112707138) | > loss_mel: 16.83275032043457 (18.668975234031677) | > loss_duration: 2.3914635181427 (2.322647526860237) | > loss_1: 31.450603485107422 (33.693962812423706)  --> STEP: 17 | > loss_disc: 2.5564663410186768 (2.520439722958733) | > loss_disc_real_0: 0.10371877253055573 (0.1498297268853468) | > loss_disc_real_1: 0.3174424469470978 (0.3612035933662863) | > loss_disc_real_2: 0.22771568596363068 (0.23968751991496368) | > loss_disc_real_3: 0.22268332540988922 (0.2737315612680772) | > loss_disc_real_4: 0.22649163007736206 (0.23528997512424693) | > loss_disc_real_5: 0.2450190782546997 (0.23416407362503164) | > loss_0: 2.5564663410186768 (2.520439722958733) | > loss_gen: 2.4000918865203857 (2.663339979508344) | > loss_kl: 2.2679502964019775 (2.626424691256355) | > loss_feat: 5.06649923324585 (7.237999355091768) | > loss_mel: 18.582744598388672 (18.663902843699734) | > loss_duration: 2.3937177658081055 (2.3268281291512882) | > loss_1: 30.711002349853516 (33.51849454991958)  --> STEP: 18 | > loss_disc: 2.1373226642608643 (2.4991554419199624) | > loss_disc_real_0: 0.18165750801563263 (0.15159793694814047) | > loss_disc_real_1: 0.2916065454483032 (0.3573370907041762) | > loss_disc_real_2: 0.20560869574546814 (0.23779425190554726) | > loss_disc_real_3: 0.18226772546768188 (0.26865023705694413) | > loss_disc_real_4: 0.16354550421237946 (0.23130417118469873) | > loss_disc_real_5: 0.18540191650390625 (0.23145506489608023) | > loss_0: 2.1373226642608643 (2.4991554419199624) | > loss_gen: 2.7697551250457764 (2.6692519320382013) | > loss_kl: 2.3773183822631836 (2.6125854518678455) | > loss_feat: 9.580320358276367 (7.368128299713135) | > loss_mel: 18.216598510742188 (18.639052602979874) | > loss_duration: 2.2285101413726807 (2.3213660187191434) | > loss_1: 35.17250442504883 (33.61038398742676)  --> STEP: 19 | > loss_disc: 2.2559876441955566 (2.4863571367765727) | > loss_disc_real_0: 0.0950484424829483 (0.14862164776576192) | > loss_disc_real_1: 0.26338329911231995 (0.3523921543046048) | > loss_disc_real_2: 0.22947999835014343 (0.23735665961315758) | > loss_disc_real_3: 0.2724705934524536 (0.26885130844618144) | > loss_disc_real_4: 0.21051378548145294 (0.23020994035821213) | > loss_disc_real_5: 0.29762086272239685 (0.23493747530799164) | > loss_0: 2.2559876441955566 (2.4863571367765727) | > loss_gen: 2.5905914306640625 (2.6651119056500887) | > loss_kl: 2.10077166557312 (2.585647884168123) | > loss_feat: 8.512246131896973 (7.42834502772281) | > loss_mel: 18.39434242248535 (18.62617311979595) | > loss_duration: 2.346750259399414 (2.322702031386526) | > loss_1: 33.9447021484375 (33.62797968011154)  --> STEP: 20 | > loss_disc: 2.398836612701416 (2.481981110572815) | > loss_disc_real_0: 0.15390262007713318 (0.14888569638133048) | > loss_disc_real_1: 0.2358769029378891 (0.346566391736269) | > loss_disc_real_2: 0.18024976551532745 (0.23450131490826606) | > loss_disc_real_3: 0.29709914326667786 (0.27026370018720625) | > loss_disc_real_4: 0.2155807614326477 (0.2294784814119339) | > loss_disc_real_5: 0.2528090476989746 (0.23583105392754078) | > loss_0: 2.398836612701416 (2.481981110572815) | > loss_gen: 2.4315237998962402 (2.6534325003623964) | > loss_kl: 2.177914619445801 (2.565261220932007) | > loss_feat: 5.960850715637207 (7.35497031211853) | > loss_mel: 20.10201072692871 (18.699965000152588) | > loss_duration: 2.3113930225372314 (2.3221365809440613) | > loss_1: 32.98369216918945 (33.59576530456543)  --> STEP: 21 | > loss_disc: 2.546835422515869 (2.4850694111415317) | > loss_disc_real_0: 0.12462860345840454 (0.14773059671833402) | > loss_disc_real_1: 0.3747791349887848 (0.3479098557006745) | > loss_disc_real_2: 0.2413601279258728 (0.23482792505196162) | > loss_disc_real_3: 0.3603004813194275 (0.2745511659554073) | > loss_disc_real_4: 0.299759179353714 (0.23282518131392343) | > loss_disc_real_5: 0.29373911023139954 (0.23858858041820072) | > loss_0: 2.546835422515869 (2.4850694111415317) | > loss_gen: 2.776451587677002 (2.6592905521392822) | > loss_kl: 1.889769196510315 (2.5330949340547835) | > loss_feat: 5.172618865966797 (7.251048814682734) | > loss_mel: 17.262834548950195 (18.631530216762) | > loss_duration: 2.173445224761963 (2.315056040173485) | > loss_1: 29.275117874145508 (33.390020188831144)  --> STEP: 22 | > loss_disc: 2.348580837249756 (2.478865385055542) | > loss_disc_real_0: 0.11772123724222183 (0.14636653492396529) | > loss_disc_real_1: 0.26417967677116394 (0.34410393847660586) | > loss_disc_real_2: 0.2436479777097702 (0.23522883653640747) | > loss_disc_real_3: 0.16630993783473969 (0.26963111013174057) | > loss_disc_real_4: 0.19659708440303802 (0.2311784496361559) | > loss_disc_real_5: 0.17289254069328308 (0.23560239679434083) | > loss_0: 2.348580837249756 (2.478865385055542) | > loss_gen: 2.543471336364746 (2.6540260423313486) | > loss_kl: 2.045769453048706 (2.5109437758272346) | > loss_feat: 8.305100440979004 (7.298960252241655) | > loss_mel: 19.843372344970703 (18.686613949862394) | > loss_duration: 2.1736371517181396 (2.3086279088800605) | > loss_1: 34.91135025024414 (33.459171555259005)  --> STEP: 23 | > loss_disc: 2.3409130573272705 (2.4728674577630083) | > loss_disc_real_0: 0.1235891729593277 (0.14537621483854626) | > loss_disc_real_1: 0.25078848004341125 (0.34004674463168433) | > loss_disc_real_2: 0.24956411123275757 (0.23585210934929227) | > loss_disc_real_3: 0.3200603723526001 (0.2718236867500388) | > loss_disc_real_4: 0.28016719222068787 (0.23330839496591818) | > loss_disc_real_5: 0.229315385222435 (0.23532904846512753) | > loss_0: 2.3409130573272705 (2.4728674577630083) | > loss_gen: 2.8307833671569824 (2.661711143410724) | > loss_kl: 1.8401607275009155 (2.4817792954652207) | > loss_feat: 7.600552558898926 (7.312072961226754) | > loss_mel: 19.05686378479004 (18.702711768772293) | > loss_duration: 2.2870101928710938 (2.3076880081840185) | > loss_1: 33.61537170410156 (33.46596286607825)  --> STEP: 24 | > loss_disc: 2.5632407665252686 (2.4766330122947693) | > loss_disc_real_0: 0.11165213584899902 (0.14397104488064846) | > loss_disc_real_1: 0.2689308524131775 (0.33708358245591324) | > loss_disc_real_2: 0.19814936816692352 (0.2342811618000269) | > loss_disc_real_3: 0.2932789921760559 (0.27271765780945617) | > loss_disc_real_4: 0.2650024890899658 (0.23462898222108683) | > loss_disc_real_5: 0.27382972836494446 (0.23693324346095324) | > loss_0: 2.5632407665252686 (2.4766330122947693) | > loss_gen: 2.3366947174072266 (2.6481687923272452) | > loss_kl: 2.289494037628174 (2.47376740972201) | > loss_feat: 5.244552135467529 (7.225926260153453) | > loss_mel: 19.97673225402832 (18.755795955657963) | > loss_duration: 2.3775475025177 (2.310598820447922) | > loss_1: 32.22502136230469 (33.414256970087685)  --> STEP: 25 | > loss_disc: 2.8521502017974854 (2.491653699874878) | > loss_disc_real_0: 0.23799903690814972 (0.1477321645617485) | > loss_disc_real_1: 0.49381503462791443 (0.34335284054279325) | > loss_disc_real_2: 0.2556906044483185 (0.23513753950595856) | > loss_disc_real_3: 0.322235107421875 (0.27469835579395296) | > loss_disc_real_4: 0.26384907960891724 (0.23579778611660004) | > loss_disc_real_5: 0.28966137766838074 (0.23904236882925034) | > loss_0: 2.8521502017974854 (2.491653699874878) | > loss_gen: 2.6185200214385986 (2.6469828414916994) | > loss_kl: 2.568011522293091 (2.4775371742248535) | > loss_feat: 5.630061149597168 (7.162091655731201) | > loss_mel: 14.52456283569336 (18.58654663085938) | > loss_duration: 2.3204030990600586 (2.3109909915924076) | > loss_1: 27.66156005859375 (33.18414909362793)  --> STEP: 26 | > loss_disc: 2.6272737979888916 (2.4968698574946475) | > loss_disc_real_0: 0.17441295087337494 (0.1487583486506572) | > loss_disc_real_1: 0.2762465178966522 (0.3407718281333263) | > loss_disc_real_2: 0.24216333031654358 (0.2354077622294426) | > loss_disc_real_3: 0.2560747265815735 (0.2739820623627076) | > loss_disc_real_4: 0.31191015243530273 (0.23872518482116553) | > loss_disc_real_5: 0.26327359676361084 (0.23997433913441804) | > loss_0: 2.6272737979888916 (2.4968698574946475) | > loss_gen: 2.1591689586639404 (2.628220769075247) | > loss_kl: 2.5824759006500244 (2.48157327908736) | > loss_feat: 3.142409563064575 (7.007488498320947) | > loss_mel: 11.9959716796875 (18.33306297889123) | > loss_duration: 2.3068323135375977 (2.3108310424364533) | > loss_1: 22.186859130859375 (32.76117640275221) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024194350609412557 (-8.57940086951628e-05) | > avg_loss_disc: 2.4968698574946475 (+0.09279152521720269) | > avg_loss_disc_real_0: 0.1487583486506572 (-0.01767848073863068) | > avg_loss_disc_real_1: 0.3407718281333263 (+0.029585716816095176) | > avg_loss_disc_real_2: 0.2354077622294426 (-0.0535563161739937) | > avg_loss_disc_real_3: 0.2739820623627076 (+0.0015867679164960347) | > avg_loss_disc_real_4: 0.23872518482116553 (-0.029749948817949984) | > avg_loss_disc_real_5: 0.23997433913441804 (-0.0015159945648450246) | > avg_loss_0: 2.4968698574946475 (+0.09279152521720269) | > avg_loss_gen: 2.628220769075247 (-0.485295002277081) | > avg_loss_kl: 2.48157327908736 (-0.04542440176010132) | > avg_loss_feat: 7.007488498320947 (-0.20322026656224157) | > avg_loss_mel: 18.33306297889123 (+0.013162869673514876) | > avg_loss_duration: 2.3108310424364533 (+0.001708571727459418) | > avg_loss_1: 32.76117640275221 (-0.7190682337834318)  > EPOCH: 346/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:13:14)   --> TIME: 2024-06-11 06:13:22 -- STEP: 19/330 -- GLOBAL_STEP: 202200 | > loss_disc: 2.398991107940674 (2.3636034915321753) | > loss_disc_real_0: 0.10625803470611572 (0.10892627584306817) | > loss_disc_real_1: 0.20660865306854248 (0.2024046888476924) | > loss_disc_real_2: 0.19175294041633606 (0.2189642034078899) | > loss_disc_real_3: 0.24195709824562073 (0.23302363251384936) | > loss_disc_real_4: 0.23544399440288544 (0.23178982342544355) | > loss_disc_real_5: 0.23342177271842957 (0.22283892882497688) | > loss_0: 2.398991107940674 (2.3636034915321753) | > grad_norm_0: tensor(8.4986, device='cuda:0') (tensor(9.2874, device='cuda:0')) | > loss_gen: 2.2788336277008057 (2.480884966097379) | > loss_kl: 1.8041906356811523 (1.8446860564382452) | > loss_feat: 6.956997394561768 (7.073258600736919) | > loss_mel: 16.978313446044922 (18.4412515539872) | > loss_duration: 2.027250289916992 (2.1190680767360486) | > loss_1: 30.04558563232422 (31.959149511236895) | > grad_norm_1: tensor(150.6113, device='cuda:0') (tensor(117.4233, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3698 (0.3520857911360891) | > loader_time: 0.0031 (0.00305469412552683)  --> TIME: 2024-06-11 06:13:31 -- STEP: 44/330 -- GLOBAL_STEP: 202225 | > loss_disc: 2.3134701251983643 (2.3562165498733516) | > loss_disc_real_0: 0.12500667572021484 (0.11051736399531364) | > loss_disc_real_1: 0.23804974555969238 (0.20238570496439934) | > loss_disc_real_2: 0.2385411411523819 (0.21828683059323917) | > loss_disc_real_3: 0.23635944724082947 (0.22859612276608293) | > loss_disc_real_4: 0.2471952587366104 (0.2262514480812983) | > loss_disc_real_5: 0.19259129464626312 (0.21748790178786626) | > loss_0: 2.3134701251983643 (2.3562165498733516) | > grad_norm_0: tensor(7.7622, device='cuda:0') (tensor(11.3508, device='cuda:0')) | > loss_gen: 2.582026481628418 (2.494480306451971) | > loss_kl: 1.6627740859985352 (1.8427479971538892) | > loss_feat: 7.443978309631348 (7.137494737451727) | > loss_mel: 18.905902862548828 (18.46522227200595) | > loss_duration: 1.96148681640625 (2.0591608096252787) | > loss_1: 32.55616760253906 (31.999106363816693) | > grad_norm_1: tensor(91.5163, device='cuda:0') (tensor(150.5275, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3661 (0.35881766947832977) | > loader_time: 0.0038 (0.0033471096645702014)  --> TIME: 2024-06-11 06:13:40 -- STEP: 69/330 -- GLOBAL_STEP: 202250 | > loss_disc: 2.314575672149658 (2.345047836718351) | > loss_disc_real_0: 0.11048944294452667 (0.11323871582314587) | > loss_disc_real_1: 0.20397256314754486 (0.1999568889538447) | > loss_disc_real_2: 0.20125755667686462 (0.21562977545503256) | > loss_disc_real_3: 0.2207176685333252 (0.22746260356212009) | > loss_disc_real_4: 0.23547320067882538 (0.22584453117156375) | > loss_disc_real_5: 0.21241852641105652 (0.21507479336814603) | > loss_0: 2.314575672149658 (2.345047836718351) | > grad_norm_0: tensor(20.7604, device='cuda:0') (tensor(11.9862, device='cuda:0')) | > loss_gen: 2.4925220012664795 (2.4999680208123247) | > loss_kl: 1.7599294185638428 (1.8439275475515835) | > loss_feat: 7.064779758453369 (7.2027421757794805) | > loss_mel: 17.697925567626953 (18.448901190274004) | > loss_duration: 1.9701645374298096 (2.0424200486445776) | > loss_1: 30.985321044921875 (32.03795914028002) | > grad_norm_1: tensor(369.2321, device='cuda:0') (tensor(160.8239, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.364 (0.3599616237308668) | > loader_time: 0.0037 (0.0034240052319955134)  --> TIME: 2024-06-11 06:13:50 -- STEP: 94/330 -- GLOBAL_STEP: 202275 | > loss_disc: 2.320768356323242 (2.3383685680145914) | > loss_disc_real_0: 0.10969690978527069 (0.11434082322298213) | > loss_disc_real_1: 0.2052745670080185 (0.19836787213670445) | > loss_disc_real_2: 0.263252317905426 (0.21504711486557695) | > loss_disc_real_3: 0.23464131355285645 (0.226985549831644) | > loss_disc_real_4: 0.2252187430858612 (0.22603305143878816) | > loss_disc_real_5: 0.22485694289207458 (0.21482533359147132) | > loss_0: 2.320768356323242 (2.3383685680145914) | > grad_norm_0: tensor(23.4311, device='cuda:0') (tensor(14.8562, device='cuda:0')) | > loss_gen: 2.621366262435913 (2.5150926518947516) | > loss_kl: 1.8326530456542969 (1.8514028242293825) | > loss_feat: 7.1410603523254395 (7.232893639422477) | > loss_mel: 18.627838134765625 (18.417984231989436) | > loss_duration: 2.047663688659668 (2.0360945006634337) | > loss_1: 32.27058029174805 (32.05346789258591) | > grad_norm_1: tensor(440.3907, device='cuda:0') (tensor(190.6103, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3541 (0.36098722194103483) | > loader_time: 0.0038 (0.0035580320561185794)  --> TIME: 2024-06-11 06:13:59 -- STEP: 119/330 -- GLOBAL_STEP: 202300 | > loss_disc: 2.1656153202056885 (2.332747527531216) | > loss_disc_real_0: 0.09505068510770798 (0.11542084280933652) | > loss_disc_real_1: 0.1918502151966095 (0.1975522045077396) | > loss_disc_real_2: 0.1823699176311493 (0.2135611684883342) | > loss_disc_real_3: 0.17580614984035492 (0.2263941091148793) | > loss_disc_real_4: 0.18896637856960297 (0.22546638535852193) | > loss_disc_real_5: 0.1799248307943344 (0.21547011605330876) | > loss_0: 2.1656153202056885 (2.332747527531216) | > grad_norm_0: tensor(30.4187, device='cuda:0') (tensor(17.5738, device='cuda:0')) | > loss_gen: 2.70963978767395 (2.5164935168098) | > loss_kl: 1.8519482612609863 (1.8562067656957804) | > loss_feat: 8.573978424072266 (7.26173774334563) | > loss_mel: 18.778316497802734 (18.402506499731246) | > loss_duration: 2.022223472595215 (2.035870888653924) | > loss_1: 33.93610763549805 (32.072815502391144) | > grad_norm_1: tensor(307.2435, device='cuda:0') (tensor(215.5463, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3556 (0.3608652623761602) | > loader_time: 0.0039 (0.00364490517047273)  --> TIME: 2024-06-11 06:14:08 -- STEP: 144/330 -- GLOBAL_STEP: 202325 | > loss_disc: 2.2722866535186768 (2.3384584354029774) | > loss_disc_real_0: 0.09916910529136658 (0.11645930798517333) | > loss_disc_real_1: 0.20858055353164673 (0.19748575426638124) | > loss_disc_real_2: 0.18190066516399384 (0.2140538545532359) | > loss_disc_real_3: 0.22616714239120483 (0.2277797387085027) | > loss_disc_real_4: 0.22358588874340057 (0.2258516793242759) | > loss_disc_real_5: 0.18370474874973297 (0.21597380398048294) | > loss_0: 2.2722866535186768 (2.3384584354029774) | > grad_norm_0: tensor(49.7520, device='cuda:0') (tensor(20.8313, device='cuda:0')) | > loss_gen: 2.523444652557373 (2.5227192524406648) | > loss_kl: 1.9866900444030762 (1.866189569234848) | > loss_feat: 7.780062198638916 (7.2754380636745015) | > loss_mel: 18.427927017211914 (18.39509985182021) | > loss_duration: 2.0281269550323486 (2.0399301002422976) | > loss_1: 32.74625015258789 (32.099376890394424) | > grad_norm_1: tensor(275.5324, device='cuda:0') (tensor(226.9824, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3943 (0.3630773226420085) | > loader_time: 0.0042 (0.0037699954377280343)  --> TIME: 2024-06-11 06:14:18 -- STEP: 169/330 -- GLOBAL_STEP: 202350 | > loss_disc: 2.211080551147461 (2.332294581204477) | > loss_disc_real_0: 0.10205647349357605 (0.1159392981486913) | > loss_disc_real_1: 0.17678257822990417 (0.19736522956360023) | > loss_disc_real_2: 0.20059511065483093 (0.21363737729526835) | > loss_disc_real_3: 0.20498879253864288 (0.22751085292658157) | > loss_disc_real_4: 0.18994221091270447 (0.2250591187611134) | > loss_disc_real_5: 0.18170970678329468 (0.2156160100853655) | > loss_0: 2.211080551147461 (2.332294581204477) | > grad_norm_0: tensor(15.8594, device='cuda:0') (tensor(22.0886, device='cuda:0')) | > loss_gen: 2.596285104751587 (2.53458233838956) | > loss_kl: 1.867208480834961 (1.8720569420142992) | > loss_feat: 7.84517765045166 (7.2985925166564565) | > loss_mel: 18.434551239013672 (18.378239411574153) | > loss_duration: 2.0886237621307373 (2.044183821367795) | > loss_1: 32.83184814453125 (32.12765513087166) | > grad_norm_1: tensor(304.4900, device='cuda:0') (tensor(239.9587, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3762 (0.3650323272456785) | > loader_time: 0.0046 (0.0038825873087143755)  --> TIME: 2024-06-11 06:14:28 -- STEP: 194/330 -- GLOBAL_STEP: 202375 | > loss_disc: 2.3019189834594727 (2.3351469887900604) | > loss_disc_real_0: 0.0835057944059372 (0.11565160167585943) | > loss_disc_real_1: 0.17788773775100708 (0.19753906226803347) | > loss_disc_real_2: 0.23041994869709015 (0.2144194403567265) | > loss_disc_real_3: 0.22339823842048645 (0.22737816175849168) | > loss_disc_real_4: 0.2377220243215561 (0.22539244722766974) | > loss_disc_real_5: 0.24663011729717255 (0.21640286963317812) | > loss_0: 2.3019189834594727 (2.3351469887900604) | > grad_norm_0: tensor(22.7611, device='cuda:0') (tensor(23.1481, device='cuda:0')) | > loss_gen: 2.586383819580078 (2.5290026664733887) | > loss_kl: 1.9803863763809204 (1.8723845660072012) | > loss_feat: 7.156966686248779 (7.281382428002111) | > loss_mel: 18.782447814941406 (18.342416370037917) | > loss_duration: 2.065155506134033 (2.050757709237719) | > loss_1: 32.57133865356445 (32.075943878016524) | > grad_norm_1: tensor(242.4715, device='cuda:0') (tensor(253.4500, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3844 (0.3678778373089035) | > loader_time: 0.0048 (0.00401797368354404)  --> TIME: 2024-06-11 06:14:38 -- STEP: 219/330 -- GLOBAL_STEP: 202400 | > loss_disc: 2.2234816551208496 (2.3338464024948746) | > loss_disc_real_0: 0.06573139876127243 (0.11566317554342148) | > loss_disc_real_1: 0.21141736209392548 (0.1973965677972798) | > loss_disc_real_2: 0.19581997394561768 (0.21411244802551183) | > loss_disc_real_3: 0.20844657719135284 (0.2272219035315187) | > loss_disc_real_4: 0.1972552388906479 (0.2253032818640748) | > loss_disc_real_5: 0.18559542298316956 (0.21647591133640237) | > loss_0: 2.2234816551208496 (2.3338464024948746) | > grad_norm_0: tensor(15.6756, device='cuda:0') (tensor(24.0223, device='cuda:0')) | > loss_gen: 2.5216753482818604 (2.526534475692331) | > loss_kl: 1.9182435274124146 (1.874656872662235) | > loss_feat: 7.648671627044678 (7.286981759006029) | > loss_mel: 18.53120231628418 (18.331318310950994) | > loss_duration: 2.1378090381622314 (2.0573909914112543) | > loss_1: 32.75760269165039 (32.07688254090749) | > grad_norm_1: tensor(79.1282, device='cuda:0') (tensor(264.5791, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.3997 (0.3725670091637739) | > loader_time: 0.0055 (0.00417855341140538)  --> TIME: 2024-06-11 06:14:49 -- STEP: 244/330 -- GLOBAL_STEP: 202425 | > loss_disc: 2.3422975540161133 (2.334007923720313) | > loss_disc_real_0: 0.10828788578510284 (0.11520568583710272) | > loss_disc_real_1: 0.1746569722890854 (0.19752989895641804) | > loss_disc_real_2: 0.18079152703285217 (0.2142239716209349) | > loss_disc_real_3: 0.19109123945236206 (0.22752917539633688) | > loss_disc_real_4: 0.22892631590366364 (0.22518279739334934) | > loss_disc_real_5: 0.18878823518753052 (0.21654820075777712) | > loss_0: 2.3422975540161133 (2.334007923720313) | > grad_norm_0: tensor(6.6104, device='cuda:0') (tensor(25.7318, device='cuda:0')) | > loss_gen: 2.6434946060180664 (2.527330723942303) | > loss_kl: 1.8354814052581787 (1.8726158166517977) | > loss_feat: 7.127199649810791 (7.2803678649370775) | > loss_mel: 18.11434555053711 (18.296384092237137) | > loss_duration: 2.0640883445739746 (2.0655002848046737) | > loss_1: 31.784608840942383 (32.04219890031657) | > grad_norm_1: tensor(547.8532, device='cuda:0') (tensor(281.4914, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.4335 (0.37714439337370836) | > loader_time: 0.0053 (0.00432017494420536)  --> TIME: 2024-06-11 06:15:00 -- STEP: 269/330 -- GLOBAL_STEP: 202450 | > loss_disc: 2.2582948207855225 (2.335249837889547) | > loss_disc_real_0: 0.0696866363286972 (0.11608760202905946) | > loss_disc_real_1: 0.1870567947626114 (0.19764648419441344) | > loss_disc_real_2: 0.18463049829006195 (0.21474774215079595) | > loss_disc_real_3: 0.21555699408054352 (0.2278395035342213) | > loss_disc_real_4: 0.22227656841278076 (0.22534029307640174) | > loss_disc_real_5: 0.2251017689704895 (0.21668994792331994) | > loss_0: 2.2582948207855225 (2.335249837889547) | > grad_norm_0: tensor(20.0305, device='cuda:0') (tensor(27.6881, device='cuda:0')) | > loss_gen: 2.3886637687683105 (2.532963729702407) | > loss_kl: 1.8999866247177124 (1.8714867094635521) | > loss_feat: 7.860569000244141 (7.300588797459371) | > loss_mel: 17.470821380615234 (18.26183399214621) | > loss_duration: 2.160452365875244 (2.0728246873196183) | > loss_1: 31.780492782592773 (32.03969800162048) | > grad_norm_1: tensor(258.9336, device='cuda:0') (tensor(292.1583, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.4448 (0.3823360563653997) | > loader_time: 0.0066 (0.004473903365294728)  --> TIME: 2024-06-11 06:15:12 -- STEP: 294/330 -- GLOBAL_STEP: 202475 | > loss_disc: 2.4561731815338135 (2.335980037442681) | > loss_disc_real_0: 0.12403217703104019 (0.1164785961360753) | > loss_disc_real_1: 0.2012511044740677 (0.1980155819684875) | > loss_disc_real_2: 0.26000168919563293 (0.21425244293245324) | > loss_disc_real_3: 0.2365565448999405 (0.22780589115660207) | > loss_disc_real_4: 0.2716522812843323 (0.22502837355445032) | > loss_disc_real_5: 0.23306572437286377 (0.21680777494599218) | > loss_0: 2.4561731815338135 (2.335980037442681) | > grad_norm_0: tensor(36.3418, device='cuda:0') (tensor(29.2874, device='cuda:0')) | > loss_gen: 2.5142624378204346 (2.5316391591312115) | > loss_kl: 1.8781620264053345 (1.8718983952690955) | > loss_feat: 7.0948381423950195 (7.297555204962387) | > loss_mel: 18.26521110534668 (18.204535305905512) | > loss_duration: 2.227281093597412 (2.0822891897084768) | > loss_1: 31.97975730895996 (31.98791736810385) | > grad_norm_1: tensor(337.0468, device='cuda:0') (tensor(302.2722, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.4586 (0.3881849358681921) | > loader_time: 0.007 (0.004650677953447612)  --> TIME: 2024-06-11 06:15:25 -- STEP: 319/330 -- GLOBAL_STEP: 202500 | > loss_disc: 2.3846049308776855 (2.3379334910162566) | > loss_disc_real_0: 0.1542731374502182 (0.1175233851359182) | > loss_disc_real_1: 0.195782870054245 (0.1983764069534394) | > loss_disc_real_2: 0.18849194049835205 (0.21425228185227668) | > loss_disc_real_3: 0.2761124074459076 (0.22791241669916434) | > loss_disc_real_4: 0.2557660639286041 (0.22525183987281167) | > loss_disc_real_5: 0.25043895840644836 (0.21700044891864154) | > loss_0: 2.3846049308776855 (2.3379334910162566) | > grad_norm_0: tensor(8.2063, device='cuda:0') (tensor(28.8763, device='cuda:0')) | > loss_gen: 2.4531145095825195 (2.526143012001971) | > loss_kl: 1.8882579803466797 (1.8758854398906792) | > loss_feat: 8.3584566116333 (7.323339119973975) | > loss_mel: 18.01838493347168 (18.164757435598357) | > loss_duration: 2.268711566925049 (2.095782718688343) | > loss_1: 32.98692321777344 (31.98590778482371) | > grad_norm_1: tensor(230.0912, device='cuda:0') (tensor(301.1197, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.5536 (0.39868301732413103) | > loader_time: 0.0089 (0.004910674588433625) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_202500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.42911434173584 (2.42911434173584) | > loss_disc_real_0: 0.13341769576072693 (0.13341769576072693) | > loss_disc_real_1: 0.26769205927848816 (0.26769205927848816) | > loss_disc_real_2: 0.2641008496284485 (0.2641008496284485) | > loss_disc_real_3: 0.28839850425720215 (0.28839850425720215) | > loss_disc_real_4: 0.24384957551956177 (0.24384957551956177) | > loss_disc_real_5: 0.19816330075263977 (0.19816330075263977) | > loss_0: 2.42911434173584 (2.42911434173584) | > loss_gen: 2.709010601043701 (2.709010601043701) | > loss_kl: 2.4007771015167236 (2.4007771015167236) | > loss_feat: 7.066034317016602 (7.066034317016602) | > loss_mel: 16.298120498657227 (16.298120498657227) | > loss_duration: 2.825969696044922 (2.825969696044922) | > loss_1: 31.299911499023438 (31.299911499023438)  --> STEP: 1 | > loss_disc: 2.0641367435455322 (2.0641367435455322) | > loss_disc_real_0: 0.07682644575834274 (0.07682644575834274) | > loss_disc_real_1: 0.1367291510105133 (0.1367291510105133) | > loss_disc_real_2: 0.15714117884635925 (0.15714117884635925) | > loss_disc_real_3: 0.18589413166046143 (0.18589413166046143) | > loss_disc_real_4: 0.17984481155872345 (0.17984481155872345) | > loss_disc_real_5: 0.23880107700824738 (0.23880107700824738) | > loss_0: 2.0641367435455322 (2.0641367435455322) | > loss_gen: 2.4738657474517822 (2.4738657474517822) | > loss_kl: 2.511425018310547 (2.511425018310547) | > loss_feat: 6.598714351654053 (6.598714351654053) | > loss_mel: 19.374975204467773 (19.374975204467773) | > loss_duration: 2.4459619522094727 (2.4459619522094727) | > loss_1: 33.40494155883789 (33.40494155883789)  --> STEP: 2 | > loss_disc: 2.2782225608825684 (2.1711796522140503) | > loss_disc_real_0: 0.1784096360206604 (0.12761804088950157) | > loss_disc_real_1: 0.3016078770160675 (0.2191685140132904) | > loss_disc_real_2: 0.14794889092445374 (0.1525450348854065) | > loss_disc_real_3: 0.23933514952659607 (0.21261464059352875) | > loss_disc_real_4: 0.2198127955198288 (0.19982880353927612) | > loss_disc_real_5: 0.22015734016895294 (0.22947920858860016) | > loss_0: 2.2782225608825684 (2.1711796522140503) | > loss_gen: 2.645615577697754 (2.559740662574768) | > loss_kl: 2.3098948001861572 (2.410659909248352) | > loss_feat: 6.821076393127441 (6.709895372390747) | > loss_mel: 19.105478286743164 (19.24022674560547) | > loss_duration: 2.4736452102661133 (2.459803581237793) | > loss_1: 33.355709075927734 (33.38032531738281)  --> STEP: 3 | > loss_disc: 2.2482385635375977 (2.196865955988566) | > loss_disc_real_0: 0.09081573039293289 (0.11535060405731201) | > loss_disc_real_1: 0.18042564392089844 (0.20625422398249307) | > loss_disc_real_2: 0.12843388319015503 (0.14450798432032266) | > loss_disc_real_3: 0.21664102375507355 (0.21395676831404367) | > loss_disc_real_4: 0.2834320068359375 (0.22769653797149658) | > loss_disc_real_5: 0.2866784334182739 (0.24854561686515808) | > loss_0: 2.2482385635375977 (2.196865955988566) | > loss_gen: 2.6169066429138184 (2.5787959893544516) | > loss_kl: 3.341343402862549 (2.7208877404530845) | > loss_feat: 8.823092460632324 (7.414294401804606) | > loss_mel: 20.14203453063965 (19.540829340616863) | > loss_duration: 2.2486047744750977 (2.389403978983561) | > loss_1: 37.17198181152344 (34.64421081542969)  --> STEP: 4 | > loss_disc: 2.2891695499420166 (2.2199418544769287) | > loss_disc_real_0: 0.1494729220867157 (0.12388118356466293) | > loss_disc_real_1: 0.15667206048965454 (0.19385868310928345) | > loss_disc_real_2: 0.14967738091945648 (0.14580033347010612) | > loss_disc_real_3: 0.23802059888839722 (0.21997272595763206) | > loss_disc_real_4: 0.24916215240955353 (0.23306294158101082) | > loss_disc_real_5: 0.21913714706897736 (0.2411934994161129) | > loss_0: 2.2891695499420166 (2.2199418544769287) | > loss_gen: 2.545783519744873 (2.570542871952057) | > loss_kl: 3.2060153484344482 (2.8421696424484253) | > loss_feat: 6.3921990394592285 (7.158770561218262) | > loss_mel: 19.660762786865234 (19.570812702178955) | > loss_duration: 2.3081960678100586 (2.3691020011901855) | > loss_1: 34.11295700073242 (34.51139736175537)  --> STEP: 5 | > loss_disc: 2.4431965351104736 (2.2645927906036376) | > loss_disc_real_0: 0.14772334694862366 (0.12864961624145507) | > loss_disc_real_1: 0.19018730521202087 (0.19312440752983093) | > loss_disc_real_2: 0.18685434758663177 (0.15401113629341126) | > loss_disc_real_3: 0.18559753894805908 (0.21309768855571748) | > loss_disc_real_4: 0.17469555139541626 (0.2213894635438919) | > loss_disc_real_5: 0.12948909401893616 (0.21885261833667755) | > loss_0: 2.4431965351104736 (2.2645927906036376) | > loss_gen: 2.1268153190612793 (2.4817973613739013) | > loss_kl: 2.2703697681427 (2.7278096675872803) | > loss_feat: 6.319554805755615 (6.990927410125733) | > loss_mel: 19.798887252807617 (19.616427612304687) | > loss_duration: 2.3999342918395996 (2.3752684593200684) | > loss_1: 32.91556167602539 (34.192230224609375)  --> STEP: 6 | > loss_disc: 2.3381893634796143 (2.2768588860829673) | > loss_disc_real_0: 0.06704902648925781 (0.11838285128275554) | > loss_disc_real_1: 0.2198588103055954 (0.19758014132579169) | > loss_disc_real_2: 0.19904795289039612 (0.16151727239290872) | > loss_disc_real_3: 0.22287064790725708 (0.2147265151143074) | > loss_disc_real_4: 0.19894200563430786 (0.21764822055896124) | > loss_disc_real_5: 0.18062996864318848 (0.21248217672109604) | > loss_0: 2.3381893634796143 (2.2768588860829673) | > loss_gen: 2.2144155502319336 (2.4372337261835733) | > loss_kl: 2.4035189151763916 (2.6737612088521323) | > loss_feat: 6.729719161987305 (6.947392702102661) | > loss_mel: 18.829553604125977 (19.485281944274902) | > loss_duration: 2.1469345092773438 (2.3372128009796143) | > loss_1: 32.32414245605469 (33.880882263183594)  --> STEP: 7 | > loss_disc: 2.4260215759277344 (2.2981678417750766) | > loss_disc_real_0: 0.0998603031039238 (0.11573677297149386) | > loss_disc_real_1: 0.3045841157436371 (0.21286642338548387) | > loss_disc_real_2: 0.2615065276622772 (0.17580145171710423) | > loss_disc_real_3: 0.2767490744590759 (0.2235868807349886) | > loss_disc_real_4: 0.2778790593147278 (0.22625262609549932) | > loss_disc_real_5: 0.33903446793556213 (0.23056107546601975) | > loss_0: 2.4260215759277344 (2.2981678417750766) | > loss_gen: 3.1902549266815186 (2.5448081833975658) | > loss_kl: 4.010039329528809 (2.8646580832345143) | > loss_feat: 7.303592205047607 (6.998278345380511) | > loss_mel: 19.264509201049805 (19.45374298095703) | > loss_duration: 2.5586671829223633 (2.36884914125715) | > loss_1: 36.32706069946289 (34.23033632550921)  --> STEP: 8 | > loss_disc: 2.623586416244507 (2.3388451635837555) | > loss_disc_real_0: 0.2576688528060913 (0.13347828295081854) | > loss_disc_real_1: 0.3998156785964966 (0.23623508028686047) | > loss_disc_real_2: 0.20426231622695923 (0.1793590597808361) | > loss_disc_real_3: 0.2414558082818985 (0.22582049667835236) | > loss_disc_real_4: 0.17859232425689697 (0.22029508836567402) | > loss_disc_real_5: 0.14484570920467377 (0.21984665468335152) | > loss_0: 2.623586416244507 (2.3388451635837555) | > loss_gen: 2.452408790588379 (2.5332582592964172) | > loss_kl: 2.7787411212921143 (2.8539184629917145) | > loss_feat: 10.890140533447266 (7.484761118888855) | > loss_mel: 20.044408798217773 (19.527576208114624) | > loss_duration: 2.2338130474090576 (2.3519696295261383) | > loss_1: 38.399513244628906 (34.75148344039917)  --> STEP: 9 | > loss_disc: 2.483165740966797 (2.354880783292982) | > loss_disc_real_0: 0.18039609491825104 (0.13869137316942215) | > loss_disc_real_1: 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loss_disc_real_4: 0.29759493470191956 (0.2244221493601799) | > loss_disc_real_5: 0.22314101457595825 (0.2164574921131134) | > loss_0: 2.4703783988952637 (2.3664305448532104) | > loss_gen: 3.019897699356079 (2.5592137575149536) | > loss_kl: 2.120683193206787 (2.7618125915527343) | > loss_feat: 6.988080978393555 (7.577782249450683) | > loss_mel: 17.481203079223633 (19.444355392456053) | > loss_duration: 2.3003907203674316 (2.328463816642761) | > loss_1: 31.910255432128906 (34.671627807617185)  --> STEP: 11 | > loss_disc: 2.34293270111084 (2.3642943772402676) | > loss_disc_real_0: 0.21909087896347046 (0.1537556519562548) | > loss_disc_real_1: 0.23921918869018555 (0.23930603536692532) | > loss_disc_real_2: 0.3062610328197479 (0.19158212840557098) | > loss_disc_real_3: 0.25992822647094727 (0.229042187333107) | > loss_disc_real_4: 0.21661072969436646 (0.2237120202996514) | > loss_disc_real_5: 0.2033844292163849 (0.21526903184977444) | > loss_0: 2.34293270111084 (2.3642943772402676) | > 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(19.31613572438558) | > loss_duration: 2.295236110687256 (2.3360916574796042) | > loss_1: 36.30757522583008 (34.67434628804524)  --> STEP: 13 | > loss_disc: 2.4166576862335205 (2.362499952316284) | > loss_disc_real_0: 0.23374807834625244 (0.157574818111383) | > loss_disc_real_1: 0.17958199977874756 (0.24539679747361404) | > loss_disc_real_2: 0.2218884527683258 (0.20332207473424765) | > loss_disc_real_3: 0.2607481777667999 (0.2283304757796801) | > loss_disc_real_4: 0.22126854956150055 (0.22012436389923096) | > loss_disc_real_5: 0.17974700033664703 (0.20934790258224195) | > loss_0: 2.4166576862335205 (2.362499952316284) | > loss_gen: 2.4510889053344727 (2.573896829898541) | > loss_kl: 2.99562406539917 (2.8207233318915734) | > loss_feat: 6.663233280181885 (7.557331818800706) | > loss_mel: 17.056293487548828 (19.142301706167366) | > loss_duration: 2.1685068607330322 (2.323200519268329) | > loss_1: 31.334747314453125 (34.41745405930739)  --> STEP: 14 | > loss_disc: 2.4178709983825684 (2.3664550270353044) | > loss_disc_real_0: 0.17882147431373596 (0.15909243641155107) | > loss_disc_real_1: 0.2531680464744568 (0.24595188668795995) | > loss_disc_real_2: 0.16273242235183716 (0.20042281384978974) | > loss_disc_real_3: 0.21630728244781494 (0.22747167625597545) | > loss_disc_real_4: 0.19799405336380005 (0.21854362743241446) | > loss_disc_real_5: 0.16961464285850525 (0.20650981260197504) | > loss_0: 2.4178709983825684 (2.3664550270353044) | > loss_gen: 2.238079071044922 (2.549909847123282) | > loss_kl: 3.6023144721984863 (2.8765512704849243) | > loss_feat: 7.897071361541748 (7.5815989289964945) | > loss_mel: 19.707651138305664 (19.18268380846296) | > loss_duration: 2.3587379455566406 (2.3257389068603516) | > loss_1: 35.80385208129883 (34.516482489449636)  --> STEP: 15 | > loss_disc: 2.4844119548797607 (2.374318822224935) | > loss_disc_real_0: 0.1792963743209839 (0.16043936560551325) | > loss_disc_real_1: 0.2903989553451538 (0.24891502459843953) | > loss_disc_real_2: 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loss_disc_real_5: 0.266602486371994 (0.20870224758982658) | > loss_0: 2.8071913719177246 (2.4013733565807343) | > loss_gen: 2.1859216690063477 (2.5188385397195816) | > loss_kl: 2.856142044067383 (2.8824912160634995) | > loss_feat: 6.169168472290039 (7.462414801120758) | > loss_mel: 13.582406997680664 (18.803223848342896) | > loss_duration: 2.3519821166992188 (2.3271922320127487) | > loss_1: 27.14562225341797 (33.994160413742065)  --> STEP: 17 | > loss_disc: 2.2913155555725098 (2.394899368286133) | > loss_disc_real_0: 0.19626709818840027 (0.16726617120644627) | > loss_disc_real_1: 0.2882293462753296 (0.25196214458521676) | > loss_disc_real_2: 0.21687157452106476 (0.2066661321065005) | > loss_disc_real_3: 0.2521939277648926 (0.23202520959517536) | > loss_disc_real_4: 0.1885538399219513 (0.2164555130635991) | > loss_disc_real_5: 0.2328493595123291 (0.21012266593820908) | > loss_0: 2.2913155555725098 (2.394899368286133) | > loss_gen: 2.7002875804901123 (2.5295120127060833) | > loss_kl: 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2.2748875617980957 (2.325713356335958) | > loss_1: 38.4659309387207 (34.12073251936171)  --> STEP: 19 | > loss_disc: 2.4635777473449707 (2.3957837631827905) | > loss_disc_real_0: 0.31417161226272583 (0.17399833194519343) | > loss_disc_real_1: 0.16780027747154236 (0.2502646477598893) | > loss_disc_real_2: 0.12125571072101593 (0.20074457479150673) | > loss_disc_real_3: 0.1906726211309433 (0.2320387700670644) | > loss_disc_real_4: 0.20767132937908173 (0.22013395397286667) | > loss_disc_real_5: 0.16364125907421112 (0.21194882534052195) | > loss_0: 2.4635777473449707 (2.3957837631827905) | > loss_gen: 2.3452675342559814 (2.5415536855396472) | > loss_kl: 1.9543752670288086 (2.7967248213918587) | > loss_feat: 9.26643180847168 (7.614712288505153) | > loss_mel: 18.09238052368164 (18.834841176083213) | > loss_duration: 2.3018410205841064 (2.324456917612176) | > loss_1: 33.960296630859375 (34.11228852523001)  --> STEP: 20 | > loss_disc: 2.3719990253448486 (2.3945945262908936) | > loss_disc_real_0: 0.14748208224773407 (0.17267251946032047) | > loss_disc_real_1: 0.18455086648464203 (0.24697895869612693) | > loss_disc_real_2: 0.26590171456336975 (0.20400243178009986) | > loss_disc_real_3: 0.24920324981212616 (0.23289699405431746) | > loss_disc_real_4: 0.21510490775108337 (0.2198825016617775) | > loss_disc_real_5: 0.19940902292728424 (0.2113218352198601) | > loss_0: 2.3719990253448486 (2.3945945262908936) | > loss_gen: 2.4441421031951904 (2.5366831064224242) | > loss_kl: 2.059293270111084 (2.75985324382782) | > loss_feat: 4.205539226531982 (7.444253635406494) | > loss_mel: 17.729528427124023 (18.779575538635253) | > loss_duration: 2.278672695159912 (2.322167706489563) | > loss_1: 28.71717643737793 (33.8425329208374)  --> STEP: 21 | > loss_disc: 2.433800458908081 (2.3964614754631404) | > loss_disc_real_0: 0.23348656296730042 (0.1755684262939862) | > loss_disc_real_1: 0.2746202051639557 (0.2482952085279283) | > loss_disc_real_2: 0.2349219173192978 (0.2054747882343474) | > loss_disc_real_3: 0.24610576033592224 (0.2335259829248701) | > loss_disc_real_4: 0.19850210845470428 (0.21886438769953592) | > loss_disc_real_5: 0.19524744153022766 (0.21055638790130615) | > loss_0: 2.433800458908081 (2.3964614754631404) | > loss_gen: 2.5137898921966553 (2.535592953364054) | > loss_kl: 2.7996671199798584 (2.7617491426922025) | > loss_feat: 6.122747421264648 (7.381324768066406) | > loss_mel: 16.736257553100586 (18.682274682181223) | > loss_duration: 2.17887020111084 (2.3153440157572427) | > loss_1: 30.351333618164062 (33.67628533499582)  --> STEP: 22 | > loss_disc: 2.5284345149993896 (2.402460249987515) | > loss_disc_real_0: 0.2304249405860901 (0.17806190421635457) | > loss_disc_real_1: 0.3938094675540924 (0.2549094930291176) | > loss_disc_real_2: 0.17488637566566467 (0.20408440584486182) | > loss_disc_real_3: 0.2834327220916748 (0.23579447106881576) | > loss_disc_real_4: 0.20138688385486603 (0.21806995570659637) | > loss_disc_real_5: 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(2.7240085912787397) | > loss_feat: 9.805020332336426 (7.4945258679597275) | > loss_mel: 18.529193878173828 (18.710632821787957) | > loss_duration: 2.2913854122161865 (2.308134244835895) | > loss_1: 35.583274841308594 (33.77537619549295)  --> STEP: 24 | > loss_disc: 2.3617806434631348 (2.3951201041539507) | > loss_disc_real_0: 0.10248570144176483 (0.17117551931490502) | > loss_disc_real_1: 0.16659721732139587 (0.2476605356981357) | > loss_disc_real_2: 0.17185567319393158 (0.20129702736934027) | > loss_disc_real_3: 0.20681314170360565 (0.2314476240426302) | > loss_disc_real_4: 0.2271820455789566 (0.2162598048647245) | > loss_disc_real_5: 0.2525811493396759 (0.21280991410215697) | > loss_0: 2.3617806434631348 (2.3951201041539507) | > loss_gen: 2.2512764930725098 (2.526124894618988) | > loss_kl: 2.690760612487793 (2.722623258829117) | > loss_feat: 6.179348468780518 (7.439726809660594) | > loss_mel: 18.463014602661133 (18.700315395991005) | > loss_duration: 2.4709739685058594 (2.3149192333221436) | > loss_1: 32.05537414550781 (33.70370944341024)  --> STEP: 25 | > loss_disc: 2.728219509124756 (2.408444080352783) | > loss_disc_real_0: 0.22419029474258423 (0.17329611033201217) | > loss_disc_real_1: 0.38118991255760193 (0.2530017107725143) | > loss_disc_real_2: 0.2422928810119629 (0.20293686151504517) | > loss_disc_real_3: 0.22211015224456787 (0.2310741251707077) | > loss_disc_real_4: 0.21753744781017303 (0.21631091058254243) | > loss_disc_real_5: 0.20704567432403564 (0.2125793445110321) | > loss_0: 2.728219509124756 (2.408444080352783) | > loss_gen: 2.4058644771575928 (2.5213144779205323) | > loss_kl: 2.4519829750061035 (2.7117976474761964) | > loss_feat: 7.034117698669434 (7.423502445220947) | > loss_mel: 17.654115676879883 (18.65846740722656) | > loss_duration: 2.345349073410034 (2.316136426925659) | > loss_1: 31.891429901123047 (33.63121826171875)  --> STEP: 26 | > loss_disc: 2.282351016998291 (2.403594347146841) | > loss_disc_real_0: 0.10279417037963867 (0.17058449725692088) | > loss_disc_real_1: 0.15298065543174744 (0.24915474710556174) | > loss_disc_real_2: 0.07136955857276917 (0.19787658063264993) | > loss_disc_real_3: 0.22511297464370728 (0.23084485015043846) | > loss_disc_real_4: 0.13411763310432434 (0.21314963067953402) | > loss_disc_real_5: 0.2059575319290161 (0.2123246594117238) | > loss_0: 2.282351016998291 (2.403594347146841) | > loss_gen: 2.1331310272216797 (2.5063843452013455) | > loss_kl: 2.0686280727386475 (2.6870603561401367) | > loss_feat: 16.178264617919922 (7.760224067247831) | > loss_mel: 23.398962020874023 (18.840794123136078) | > loss_duration: 2.3256099224090576 (2.316500792136559) | > loss_1: 46.10459518432617 (34.110963527972885) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023623063014103817 (-5.7128759530874e-05) | > avg_loss_disc: 2.403594347146841 (-0.09327551034780646) | > avg_loss_disc_real_0: 0.17058449725692088 (+0.021826148606263668) | > avg_loss_disc_real_1: 0.24915474710556174 (-0.09161708102776456) | > avg_loss_disc_real_2: 0.19787658063264993 (-0.03753118159679267) | > avg_loss_disc_real_3: 0.23084485015043846 (-0.043137212212269155) | > avg_loss_disc_real_4: 0.21314963067953402 (-0.025575554141631512) | > avg_loss_disc_real_5: 0.2123246594117238 (-0.027649679722694248) | > avg_loss_0: 2.403594347146841 (-0.09327551034780646) | > avg_loss_gen: 2.5063843452013455 (-0.12183642387390137) | > avg_loss_kl: 2.6870603561401367 (+0.2054870770527768) | > avg_loss_feat: 7.760224067247831 (+0.7527355689268846) | > avg_loss_mel: 18.840794123136078 (+0.5077311442448469) | > avg_loss_duration: 2.316500792136559 (+0.005669749700105697) | > avg_loss_1: 34.110963527972885 (+1.3497871252206721)  > EPOCH: 347/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:15:57)   --> TIME: 2024-06-11 06:16:03 -- STEP: 14/330 -- GLOBAL_STEP: 202525 | > loss_disc: 2.3494725227355957 (2.3562990597316196) | > loss_disc_real_0: 0.07856838405132294 (0.10526761625494276) | > loss_disc_real_1: 0.20871880650520325 (0.20085724868944713) | > loss_disc_real_2: 0.18576863408088684 (0.21251714548894338) | > loss_disc_real_3: 0.25690242648124695 (0.2291090807744435) | > loss_disc_real_4: 0.26291218400001526 (0.23510160084281648) | > loss_disc_real_5: 0.2212623804807663 (0.22285746889454977) | > loss_0: 2.3494725227355957 (2.3562990597316196) | > grad_norm_0: tensor(11.0402, device='cuda:0') (tensor(7.8560, device='cuda:0')) | > loss_gen: 2.5615577697753906 (2.4995929173060825) | > loss_kl: 1.8249262571334839 (1.82959817137037) | > loss_feat: 7.124422073364258 (6.999153511864798) | > loss_mel: 17.9500675201416 (18.52005127498082) | > loss_duration: 2.069478988647461 (2.1466338293892995) | > loss_1: 31.530452728271484 (31.995029585702078) | > grad_norm_1: tensor(133.0686, device='cuda:0') (tensor(67.9805, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.3489 (0.34630601746695383) | > loader_time: 0.0041 (0.00323244503566197)  --> TIME: 2024-06-11 06:16:12 -- STEP: 39/330 -- GLOBAL_STEP: 202550 | > loss_disc: 2.2657933235168457 (2.3152031653966665) | > loss_disc_real_0: 0.10546167194843292 (0.10748894932942513) | > loss_disc_real_1: 0.22060862183570862 (0.20285610663585174) | > loss_disc_real_2: 0.24543063342571259 (0.2130697040985792) | > loss_disc_real_3: 0.20925670862197876 (0.22457189743335432) | > loss_disc_real_4: 0.19936498999595642 (0.2244008855941968) | > loss_disc_real_5: 0.17091895639896393 (0.21654745248647836) | > loss_0: 2.2657933235168457 (2.3152031653966665) | > grad_norm_0: tensor(9.9032, device='cuda:0') (tensor(9.2367, device='cuda:0')) | > loss_gen: 2.536721706390381 (2.537937194873124) | > loss_kl: 1.6581302881240845 (1.8212511508892744) | > loss_feat: 8.195443153381348 (7.3095200245197) | > loss_mel: 18.92514419555664 (18.536696996444313) | > loss_duration: 2.053892135620117 (2.07541801684942) | > loss_1: 33.36933135986328 (32.28082285171901) | > grad_norm_1: tensor(128.2149, device='cuda:0') (tensor(94.3938, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.3673 (0.3611592451731364) | > loader_time: 0.0036 (0.0033712142553084935)  --> TIME: 2024-06-11 06:16:22 -- STEP: 64/330 -- GLOBAL_STEP: 202575 | > loss_disc: 2.2777597904205322 (2.318560454994441) | > loss_disc_real_0: 0.0945054441690445 (0.1090265103848651) | > loss_disc_real_1: 0.18676504492759705 (0.20008270302787423) | > loss_disc_real_2: 0.17766554653644562 (0.21172201470471919) | > loss_disc_real_3: 0.2255733460187912 (0.22578460886143148) | > loss_disc_real_4: 0.2113722562789917 (0.22372242528945208) | > loss_disc_real_5: 0.22201180458068848 (0.21569160954095423) | > loss_0: 2.2777597904205322 (2.318560454994441) | > grad_norm_0: tensor(13.1592, device='cuda:0') (tensor(10.3338, device='cuda:0')) | > loss_gen: 2.6240997314453125 (2.5324644967913623) | > loss_kl: 2.018218517303467 (1.8499876577407122) | > loss_feat: 7.8439741134643555 (7.348633788526058) | > loss_mel: 19.507469177246094 (18.603245943784717) | > loss_duration: 2.014441728591919 (2.050080370157957) | > loss_1: 34.008201599121094 (32.38441163301468) | > grad_norm_1: tensor(73.3755, device='cuda:0') (tensor(122.9557, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.3869 (0.36728953942656517) | > loader_time: 0.0042 (0.003599226474761963)  --> TIME: 2024-06-11 06:16:32 -- STEP: 89/330 -- GLOBAL_STEP: 202600 | > loss_disc: 2.3931779861450195 (2.323937134796315) | > loss_disc_real_0: 0.12810420989990234 (0.10978800075107746) | > loss_disc_real_1: 0.1868780255317688 (0.20038784404149215) | > loss_disc_real_2: 0.21534140408039093 (0.21238723397254944) | > loss_disc_real_3: 0.2115236222743988 (0.22626282241237297) | > loss_disc_real_4: 0.2102573812007904 (0.22446964915548817) | > loss_disc_real_5: 0.18459613621234894 (0.21631573140621185) | > loss_0: 2.3931779861450195 (2.323937134796315) | > grad_norm_0: tensor(24.0535, device='cuda:0') (tensor(11.7546, device='cuda:0')) | > loss_gen: 2.6319844722747803 (2.535149057259721) | > loss_kl: 1.8660879135131836 (1.8676782953605224) | > loss_feat: 7.732684135437012 (7.3377278145779385) | > loss_mel: 19.23074722290039 (18.545055539420485) | > loss_duration: 2.0409679412841797 (2.0402362333254866) | > loss_1: 33.502471923828125 (32.325846382741176) | > grad_norm_1: tensor(321.8113, device='cuda:0') (tensor(142.0098, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.403 (0.3692937781301777) | > loader_time: 0.0036 (0.0037435386957747215)  --> TIME: 2024-06-11 06:16:41 -- STEP: 114/330 -- GLOBAL_STEP: 202625 | > loss_disc: 2.4340600967407227 (2.3281351160584838) | > loss_disc_real_0: 0.09032859653234482 (0.11028424500111948) | > loss_disc_real_1: 0.20413151383399963 (0.20183078840113522) | > loss_disc_real_2: 0.25512439012527466 (0.21426184266282802) | > loss_disc_real_3: 0.2243981510400772 (0.2265918267923489) | > loss_disc_real_4: 0.22491194307804108 (0.22396273309724374) | > loss_disc_real_5: 0.22919809818267822 (0.21588846426783947) | > loss_0: 2.4340600967407227 (2.3281351160584838) | > grad_norm_0: tensor(9.7324, device='cuda:0') (tensor(14.0652, device='cuda:0')) | > loss_gen: 2.397430181503296 (2.5322440778999997) | > loss_kl: 2.0426948070526123 (1.8845762014389038) | > loss_feat: 6.822446823120117 (7.309647359346089) | > loss_mel: 19.120502471923828 (18.48790638906914) | > loss_duration: 2.0371742248535156 (2.0383321632418707) | > loss_1: 32.420249938964844 (32.252705741346944) | > grad_norm_1: tensor(256.4738, device='cuda:0') (tensor(166.8865, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.38 (0.371441454218145) | > loader_time: 0.0038 (0.0038227010191532605)  --> TIME: 2024-06-11 06:16:51 -- STEP: 139/330 -- GLOBAL_STEP: 202650 | > loss_disc: 2.2917604446411133 (2.3324880822956997) | > loss_disc_real_0: 0.08372475206851959 (0.11144586775800307) | > loss_disc_real_1: 0.24974730610847473 (0.202831709127632) | > loss_disc_real_2: 0.2095089852809906 (0.21427275980119226) | > loss_disc_real_3: 0.2078767716884613 (0.2274229279953799) | > loss_disc_real_4: 0.19192230701446533 (0.22356805977203864) | > loss_disc_real_5: 0.19054007530212402 (0.2161454514419432) | > loss_0: 2.2917604446411133 (2.3324880822956997) | > grad_norm_0: tensor(10.4072, device='cuda:0') (tensor(15.5806, device='cuda:0')) | > loss_gen: 2.501713752746582 (2.530418135279374) | > loss_kl: 1.975484848022461 (1.8902566141361812) | > loss_feat: 7.727062225341797 (7.31632074177694) | > loss_mel: 18.058523178100586 (18.49673512685213) | > loss_duration: 2.0915331840515137 (2.04136968173569) | > loss_1: 32.35431671142578 (32.27509991213574) | > grad_norm_1: tensor(113.3062, device='cuda:0') (tensor(180.1281, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.3872 (0.3742687290520977) | > loader_time: 0.0047 (0.003954595799068753)  --> TIME: 2024-06-11 06:17:01 -- STEP: 164/330 -- GLOBAL_STEP: 202675 | > loss_disc: 2.3070578575134277 (2.329337455877445) | > loss_disc_real_0: 0.1257699728012085 (0.1126587252791335) | > loss_disc_real_1: 0.19560658931732178 (0.20149693601742033) | > loss_disc_real_2: 0.20000813901424408 (0.21348036943775853) | > loss_disc_real_3: 0.2508491277694702 (0.2269279131802117) | > loss_disc_real_4: 0.24003760516643524 (0.22351092245520615) | > loss_disc_real_5: 0.23306766152381897 (0.2159681078500864) | > loss_0: 2.3070578575134277 (2.329337455877445) | > grad_norm_0: tensor(43.7448, device='cuda:0') (tensor(17.0448, device='cuda:0')) | > loss_gen: 2.534968614578247 (2.531999915111355) | > loss_kl: 1.9099371433258057 (1.8914720612328226) | > loss_feat: 7.3682780265808105 (7.315904207345916) | > loss_mel: 17.840566635131836 (18.45266194459869) | > loss_duration: 2.108696937561035 (2.043070424620697) | > loss_1: 31.762447357177734 (32.23510816620621) | > grad_norm_1: tensor(360.3964, device='cuda:0') (tensor(194.9276, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.3902 (0.37651088470365945) | > loader_time: 0.004 (0.004032230958705993)  --> TIME: 2024-06-11 06:17:11 -- STEP: 189/330 -- GLOBAL_STEP: 202700 | > loss_disc: 2.4271504878997803 (2.331957346547849) | > loss_disc_real_0: 0.2023010551929474 (0.11373950272956222) | > loss_disc_real_1: 0.2654562294483185 (0.20235899067114277) | > loss_disc_real_2: 0.20304889976978302 (0.21361852906368398) | > loss_disc_real_3: 0.22468100488185883 (0.22673462512631895) | > loss_disc_real_4: 0.2330864816904068 (0.22316925243410485) | > loss_disc_real_5: 0.22498200833797455 (0.216121612323655) | > loss_0: 2.4271504878997803 (2.331957346547849) | > grad_norm_0: tensor(97.7327, device='cuda:0') (tensor(19.3425, device='cuda:0')) | > loss_gen: 2.573681354522705 (2.5328918487306624) | > loss_kl: 1.930583119392395 (1.8906756715169029) | > loss_feat: 6.721085071563721 (7.308735332791767) | > loss_mel: 18.000289916992188 (18.404384350650535) | > loss_duration: 2.117990016937256 (2.0491583921291188) | > loss_1: 31.343629837036133 (32.185845248913665) | > grad_norm_1: tensor(417.6172, device='cuda:0') (tensor(217.1075, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.392 (0.37903454568650985) | > loader_time: 0.0052 (0.004130131353146184)  --> TIME: 2024-06-11 06:17:22 -- STEP: 214/330 -- GLOBAL_STEP: 202725 | > loss_disc: 2.3733458518981934 (2.332977045362242) | > loss_disc_real_0: 0.06320802867412567 (0.11394727811495835) | > loss_disc_real_1: 0.20912590622901917 (0.20238541289467685) | > loss_disc_real_2: 0.2156284749507904 (0.2135725509479781) | > loss_disc_real_3: 0.258021742105484 (0.22686096176365825) | > loss_disc_real_4: 0.24717473983764648 (0.2236450962791933) | > loss_disc_real_5: 0.26392683386802673 (0.21654092019127907) | > loss_0: 2.3733458518981934 (2.332977045362242) | > grad_norm_0: tensor(10.4568, device='cuda:0') (tensor(20.6357, device='cuda:0')) | > loss_gen: 2.719794511795044 (2.5375325835753837) | > loss_kl: 1.7868627309799194 (1.8923386541482443) | > loss_feat: 7.461842060089111 (7.3217438470537415) | > loss_mel: 17.70267677307129 (18.35951938807407) | > loss_duration: 2.1515772342681885 (2.0554632767338594) | > loss_1: 31.82275390625 (32.16659743763578) | > grad_norm_1: tensor(210.8114, device='cuda:0') (tensor(229.5028, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.3975 (0.3819293441059433) | > loader_time: 0.0053 (0.004249092574431519)  --> TIME: 2024-06-11 06:17:32 -- STEP: 239/330 -- GLOBAL_STEP: 202750 | > loss_disc: 2.2142176628112793 (2.3296007272089874) | > loss_disc_real_0: 0.06481568515300751 (0.11218346409094383) | > loss_disc_real_1: 0.2181808352470398 (0.20232441722099756) | > loss_disc_real_2: 0.21612581610679626 (0.21370815844216606) | > loss_disc_real_3: 0.19965453445911407 (0.22666123048032177) | > loss_disc_real_4: 0.20222045481204987 (0.22300956575940345) | > loss_disc_real_5: 0.18696939945220947 (0.21661067164842054) | > loss_0: 2.2142176628112793 (2.3296007272089874) | > grad_norm_0: tensor(25.8138, device='cuda:0') (tensor(22.2056, device='cuda:0')) | > loss_gen: 2.611957311630249 (2.5430354094405563) | > loss_kl: 2.011411428451538 (1.893542831412918) | > loss_feat: 7.41379451751709 (7.317642144079488) | > loss_mel: 18.364686965942383 (18.318827688943383) | > loss_duration: 2.08585786819458 (2.0631687277031716) | > loss_1: 32.487709045410156 (32.1362164948276) | > grad_norm_1: tensor(467.2107, device='cuda:0') (tensor(242.1375, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.4193 (0.38563868191451706) | > loader_time: 0.0056 (0.004395598646985936)  --> TIME: 2024-06-11 06:17:43 -- STEP: 264/330 -- GLOBAL_STEP: 202775 | > loss_disc: 2.2830004692077637 (2.330728129003987) | > loss_disc_real_0: 0.07835610210895538 (0.11334017689593813) | > loss_disc_real_1: 0.18220482766628265 (0.20204500831437838) | > loss_disc_real_2: 0.20774132013320923 (0.213623017242009) | > loss_disc_real_3: 0.22396114468574524 (0.2268949363267783) | > loss_disc_real_4: 0.20245027542114258 (0.22305951284413988) | > loss_disc_real_5: 0.21306447684764862 (0.21691698343916374) | > loss_0: 2.2830004692077637 (2.330728129003987) | > grad_norm_0: tensor(28.0030, device='cuda:0') (tensor(24.0547, device='cuda:0')) | > loss_gen: 2.475494384765625 (2.5427592541232262) | > loss_kl: 1.9788742065429688 (1.8969707516106693) | > loss_feat: 7.510360240936279 (7.32469602245273) | > loss_mel: 18.109619140625 (18.271822951056734) | > loss_duration: 2.181065320968628 (2.0703014826232717) | > loss_1: 32.25541305541992 (32.106550209450006) | > grad_norm_1: tensor(285.4294, device='cuda:0') (tensor(258.5477, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.4339 (0.39042299714955414) | > loader_time: 0.0061 (0.004521557779023142)  --> TIME: 2024-06-11 06:17:55 -- STEP: 289/330 -- GLOBAL_STEP: 202800 | > loss_disc: 2.363950490951538 (2.3328218856072342) | > loss_disc_real_0: 0.15066838264465332 (0.11485349745280188) | > loss_disc_real_1: 0.20907002687454224 (0.2019717525239635) | > loss_disc_real_2: 0.19471657276153564 (0.21349538563650775) | > loss_disc_real_3: 0.2275196760892868 (0.2266811954315147) | > loss_disc_real_4: 0.21901969611644745 (0.2235246709061329) | > loss_disc_real_5: 0.21205680072307587 (0.2169556752311317) | > loss_0: 2.363950490951538 (2.3328218856072342) | > grad_norm_0: tensor(30.3153, device='cuda:0') (tensor(23.9694, device='cuda:0')) | > loss_gen: 2.454633951187134 (2.5365978071021393) | > loss_kl: 1.8390475511550903 (1.900276707530434) | > loss_feat: 7.108049392700195 (7.320412137516642) | > loss_mel: 17.83530616760254 (18.221596549539) | > loss_duration: 2.2204630374908447 (2.0789250539660853) | > loss_1: 31.45749855041504 (32.05780802796045) | > grad_norm_1: tensor(154.1413, device='cuda:0') (tensor(256.9306, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.4733 (0.3961018212526315) | > loader_time: 0.0071 (0.004677454080548667)  --> TIME: 2024-06-11 06:18:08 -- STEP: 314/330 -- GLOBAL_STEP: 202825 | > loss_disc: 2.532642364501953 (2.3359436707891486) | > loss_disc_real_0: 0.149735689163208 (0.11582742185349675) | > loss_disc_real_1: 0.28340697288513184 (0.20265111820712975) | > loss_disc_real_2: 0.19615882635116577 (0.2135668601010255) | > loss_disc_real_3: 0.23000241816043854 (0.2266775761630126) | > loss_disc_real_4: 0.2239581197500229 (0.2240098130171466) | > loss_disc_real_5: 0.2108222097158432 (0.21678014075869967) | > loss_0: 2.532642364501953 (2.3359436707891486) | > grad_norm_0: tensor(9.5573, device='cuda:0') (tensor(23.7754, device='cuda:0')) | > loss_gen: 2.228327512741089 (2.5304553394864353) | > loss_kl: 1.8359894752502441 (1.9032707806605442) | > loss_feat: 6.4955034255981445 (7.32018668332677) | > loss_mel: 17.149860382080078 (18.174042975067323) | > loss_duration: 2.26944637298584 (2.0910490770248837) | > loss_1: 29.9791259765625 (32.019004633472235) | > grad_norm_1: tensor(112.7075, device='cuda:0') (tensor(257.0904, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.5702 (0.40475359995653665) | > loader_time: 0.0086 (0.004894990829905128)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.375744342803955 (2.375744342803955) | > loss_disc_real_0: 0.1454692780971527 (0.1454692780971527) | > loss_disc_real_1: 0.217585027217865 (0.217585027217865) | > loss_disc_real_2: 0.3135916590690613 (0.3135916590690613) | > loss_disc_real_3: 0.2618062198162079 (0.2618062198162079) | > loss_disc_real_4: 0.25168153643608093 (0.25168153643608093) | > loss_disc_real_5: 0.2419998049736023 (0.2419998049736023) | > loss_0: 2.375744342803955 (2.375744342803955) | > loss_gen: 2.863284111022949 (2.863284111022949) | > loss_kl: 1.5990021228790283 (1.5990021228790283) | > loss_feat: 7.336209774017334 (7.336209774017334) | > loss_mel: 17.10453987121582 (17.10453987121582) | > loss_duration: 2.935628890991211 (2.935628890991211) | > loss_1: 31.838666915893555 (31.838666915893555)  --> STEP: 1 | > loss_disc: 2.4348483085632324 (2.4348483085632324) | > loss_disc_real_0: 0.138173907995224 (0.138173907995224) | > loss_disc_real_1: 0.13506929576396942 (0.13506929576396942) | > loss_disc_real_2: 0.20994804799556732 (0.20994804799556732) | > loss_disc_real_3: 0.3108203113079071 (0.3108203113079071) | > loss_disc_real_4: 0.3015061616897583 (0.3015061616897583) | > loss_disc_real_5: 0.26129409670829773 (0.26129409670829773) | > loss_0: 2.4348483085632324 (2.4348483085632324) | > loss_gen: 2.470202922821045 (2.470202922821045) | > loss_kl: 1.8081872463226318 (1.8081872463226318) | > loss_feat: 6.394934177398682 (6.394934177398682) | > loss_mel: 18.8046875 (18.8046875) | > loss_duration: 2.4260072708129883 (2.4260072708129883) | > loss_1: 31.90401840209961 (31.90401840209961)  --> STEP: 2 | > loss_disc: 2.4266457557678223 (2.4307470321655273) | > loss_disc_real_0: 0.16070456802845 (0.149439238011837) | > loss_disc_real_1: 0.1850605458021164 (0.1600649207830429) | > loss_disc_real_2: 0.20058946311473846 (0.2052687555551529) | > loss_disc_real_3: 0.258552610874176 (0.28468646109104156) | > loss_disc_real_4: 0.2866194248199463 (0.2940627932548523) | > loss_disc_real_5: 0.30363938212394714 (0.28246673941612244) | > loss_0: 2.4266457557678223 (2.4307470321655273) | > loss_gen: 2.543375253677368 (2.5067890882492065) | > loss_kl: 2.6186435222625732 (2.2134153842926025) | > loss_feat: 6.128196716308594 (6.261565446853638) | > loss_mel: 19.70787239074707 (19.256279945373535) | > loss_duration: 2.4354658126831055 (2.430736541748047) | > loss_1: 33.43355178833008 (32.668785095214844)  --> STEP: 3 | > loss_disc: 2.217325448989868 (2.3596065044403076) | > loss_disc_real_0: 0.09406760334968567 (0.13098202645778656) | > loss_disc_real_1: 0.1515510529279709 (0.15722696483135223) | > loss_disc_real_2: 0.1776827722787857 (0.19607342779636383) | > loss_disc_real_3: 0.18864932656288147 (0.2526740829149882) | > loss_disc_real_4: 0.20978295803070068 (0.26596951484680176) | > loss_disc_real_5: 0.21608543395996094 (0.2603396375974019) | > loss_0: 2.217325448989868 (2.3596065044403076) | > loss_gen: 2.3880276679992676 (2.4672019481658936) | > loss_kl: 3.2667391300201416 (2.5645232995351157) | > loss_feat: 6.496068000793457 (6.339732964833577) | > loss_mel: 15.496855735778809 (18.003138542175293) | > loss_duration: 2.2914371490478516 (2.384303410847982) | > loss_1: 29.93912696838379 (31.758899052937824)  --> STEP: 4 | > loss_disc: 2.230785846710205 (2.327401340007782) | > loss_disc_real_0: 0.11251769959926605 (0.12636594474315643) | > loss_disc_real_1: 0.17320191860198975 (0.1612207032740116) | > loss_disc_real_2: 0.14517773687839508 (0.18334950506687164) | > loss_disc_real_3: 0.22596091032028198 (0.24599578976631165) | > loss_disc_real_4: 0.20481324195861816 (0.25068044662475586) | > loss_disc_real_5: 0.24256889522075653 (0.2558969520032406) | > loss_0: 2.230785846710205 (2.327401340007782) | > loss_gen: 2.4020652770996094 (2.4509177803993225) | > loss_kl: 2.91227126121521 (2.651460289955139) | > loss_feat: 7.824784755706787 (6.71099591255188) | > loss_mel: 18.40276336669922 (18.103044748306274) | > loss_duration: 2.2783286571502686 (2.3578097224235535) | > loss_1: 33.820213317871094 (32.27422761917114)  --> STEP: 5 | > loss_disc: 2.2939352989196777 (2.320708131790161) | > loss_disc_real_0: 0.16637715697288513 (0.13436818718910218) | > loss_disc_real_1: 0.13212361931800842 (0.15540128648281099) | > loss_disc_real_2: 0.18065258860588074 (0.18281012177467346) | > loss_disc_real_3: 0.24959807097911835 (0.24671624600887299) | > loss_disc_real_4: 0.24188096821308136 (0.24892055094242097) | > loss_disc_real_5: 0.25380343198776245 (0.25547824800014496) | > loss_0: 2.2939352989196777 (2.320708131790161) | > loss_gen: 2.415616989135742 (2.4438576221466066) | > loss_kl: 2.3779683113098145 (2.5967618942260744) | > loss_feat: 6.503507137298584 (6.669498157501221) | > loss_mel: 18.814289093017578 (18.245293617248535) | > loss_duration: 2.360544204711914 (2.3583566188812255) | > loss_1: 32.471923828125 (32.31376686096191)  --> STEP: 6 | > loss_disc: 2.5022244453430176 (2.350960850715637) | > loss_disc_real_0: 0.22575663030147552 (0.14959959437449774) | > loss_disc_real_1: 0.1998445987701416 (0.1628085051973661) | > loss_disc_real_2: 0.23152774572372437 (0.19092972576618195) | > loss_disc_real_3: 0.21721704304218292 (0.2417997121810913) | > loss_disc_real_4: 0.22028516232967377 (0.24414798617362976) | > loss_disc_real_5: 0.27374503016471863 (0.25852271169424057) | > loss_0: 2.5022244453430176 (2.350960850715637) | > loss_gen: 2.3626797199249268 (2.4303279717763266) | > loss_kl: 2.6505396366119385 (2.605724851290385) | > loss_feat: 5.449397563934326 (6.466148058573405) | > loss_mel: 18.213260650634766 (18.239954789479572) | > loss_duration: 2.1976606845855713 (2.331573963165283) | > loss_1: 30.873538970947266 (32.07372887929281)  --> STEP: 7 | > loss_disc: 2.480074644088745 (2.369405678340367) | > loss_disc_real_0: 0.24744635820388794 (0.16357770349298204) | > loss_disc_real_1: 0.18329109251499176 (0.16573458909988403) | > loss_disc_real_2: 0.21468235552310944 (0.19432295858860016) | > loss_disc_real_3: 0.2540833652019501 (0.24355451975549972) | > loss_disc_real_4: 0.26662707328796387 (0.24735928433282034) | > loss_disc_real_5: 0.25009557604789734 (0.25731883517333437) | > loss_0: 2.480074644088745 (2.369405678340367) | > loss_gen: 2.680629014968872 (2.466085263660976) | > loss_kl: 3.6462197303771973 (2.7543669768742154) | > loss_feat: 5.154499530792236 (6.27876969746181) | > loss_mel: 18.36603355407715 (18.25796604156494) | > loss_duration: 2.4683456420898438 (2.3511127744402205) | > loss_1: 32.31572723388672 (32.10830007280622)  --> STEP: 8 | > loss_disc: 1.8771296739578247 (2.307871177792549) | > loss_disc_real_0: 0.12161552906036377 (0.15833243168890476) | > loss_disc_real_1: 0.14479579031467438 (0.16311723925173283) | > loss_disc_real_2: 0.18028542399406433 (0.19256826676428318) | > loss_disc_real_3: 0.21406246721744537 (0.2398680131882429) | > loss_disc_real_4: 0.1851733922958374 (0.23958604782819748) | > loss_disc_real_5: 0.15643705427646637 (0.24470861256122586) | > loss_0: 1.8771296739578247 (2.307871177792549) | > loss_gen: 2.9034183025360107 (2.5207518935203552) | > loss_kl: 2.8662331104278564 (2.7683502435684204) | > loss_feat: 12.704632759094238 (7.082002580165863) | > loss_mel: 20.230743408203125 (18.504563212394714) | > loss_duration: 2.230682373046875 (2.3360589742660522) | > loss_1: 40.93571090698242 (33.21172642707825)  --> STEP: 9 | > loss_disc: 2.52842378616333 (2.3323770231670804) | > loss_disc_real_0: 0.24506644904613495 (0.16796954472859701) | > loss_disc_real_1: 0.17491215467453003 (0.1644277854098214) | > loss_disc_real_2: 0.20788143575191498 (0.19426972998513115) | > loss_disc_real_3: 0.29083165526390076 (0.24553064008553824) | > loss_disc_real_4: 0.2874944806098938 (0.24490920702616373) | > loss_disc_real_5: 0.2511383295059204 (0.24542302555508083) | > loss_0: 2.52842378616333 (2.3323770231670804) | > loss_gen: 2.538008451461792 (2.5226692888471813) | > loss_kl: 2.724532127380371 (2.7634815639919705) | > loss_feat: 6.922887325286865 (7.06432310740153) | > loss_mel: 19.30325698852539 (18.593306965298122) | > loss_duration: 2.128068447113037 (2.312948915693495) | > loss_1: 33.61675262451172 (33.25672933790419)  --> STEP: 10 | > loss_disc: 2.408731460571289 (2.3400124669075013) | > loss_disc_real_0: 0.18272271752357483 (0.16944486200809478) | > loss_disc_real_1: 0.17706133425235748 (0.165691140294075) | > loss_disc_real_2: 0.22586655616760254 (0.1974294126033783) | > loss_disc_real_3: 0.25189071893692017 (0.24616664797067642) | > loss_disc_real_4: 0.2593376338481903 (0.24635204970836638) | > loss_disc_real_5: 0.26772791147232056 (0.2476535141468048) | > loss_0: 2.408731460571289 (2.3400124669075013) | > loss_gen: 2.3533947467803955 (2.505741834640503) | > loss_kl: 2.584291696548462 (2.7455625772476195) | > loss_feat: 5.888145923614502 (6.946705389022827) | > loss_mel: 18.259262084960938 (18.559902477264405) | > loss_duration: 2.3304014205932617 (2.3146941661834717) | > loss_1: 31.415496826171875 (33.07260608673096)  --> STEP: 11 | > loss_disc: 2.472691774368286 (2.352074222131209) | > loss_disc_real_0: 0.2161063402891159 (0.1736868145790967) | > loss_disc_real_1: 0.1694290190935135 (0.16603094745766034) | > loss_disc_real_2: 0.2246045023202896 (0.19989987530491568) | > loss_disc_real_3: 0.2821986973285675 (0.2494422888213938) | > loss_disc_real_4: 0.25230854749679565 (0.2468935495073145) | > loss_disc_real_5: 0.25217899680137634 (0.24806492166085678) | > loss_0: 2.472691774368286 (2.352074222131209) | > loss_gen: 2.629737377166748 (2.5170141566883433) | > loss_kl: 3.0222387313842773 (2.7707149548964067) | > loss_feat: 6.0206522941589355 (6.8625187440352) | > loss_mel: 17.35988426208496 (18.45080991224809) | > loss_duration: 2.41115403175354 (2.3234632448716597) | > loss_1: 31.443666458129883 (32.92452066594904)  --> STEP: 12 | > loss_disc: 2.369868755340576 (2.3535570998986564) | > loss_disc_real_0: 0.12134245038032532 (0.16932478422919908) | > loss_disc_real_1: 0.22532722353935242 (0.17097230379780134) | > loss_disc_real_2: 0.21295593678951263 (0.2009878804286321) | > loss_disc_real_3: 0.2567860782146454 (0.2500542712708314) | > loss_disc_real_4: 0.2432771623134613 (0.24659218390782675) | > loss_disc_real_5: 0.24924513697624207 (0.24816327293713888) | > loss_0: 2.369868755340576 (2.3535570998986564) | > loss_gen: 2.468928575515747 (2.51300702492396) | > loss_kl: 2.6135900020599365 (2.7576212088267007) | > loss_feat: 6.7705254554748535 (6.854852636655171) | > loss_mel: 18.19898223876953 (18.429824272791546) | > loss_duration: 2.244051218032837 (2.3168455759684243) | > loss_1: 32.296077728271484 (32.87215042114258)  --> STEP: 13 | > loss_disc: 2.4876956939697266 (2.3638754532887387) | > loss_disc_real_0: 0.2356238067150116 (0.17442470903580004) | > loss_disc_real_1: 0.1665431410074234 (0.17063159896777227) | > loss_disc_real_2: 0.26516759395599365 (0.20592478146919838) | > loss_disc_real_3: 0.28695106506347656 (0.25289248617795795) | > loss_disc_real_4: 0.32361769676208496 (0.2525172233581543) | > loss_disc_real_5: 0.2833883762359619 (0.25087289626781756) | > loss_0: 2.4876956939697266 (2.3638754532887387) | > loss_gen: 2.7962327003479004 (2.5347936153411865) | > loss_kl: 2.536804437637329 (2.7406353033505955) | > loss_feat: 5.551970958709717 (6.754630969120906) | > loss_mel: 15.044660568237305 (18.16942706474891) | > loss_duration: 2.1517703533172607 (2.304147481918335) | > loss_1: 28.081438064575195 (32.50363408602201)  --> STEP: 14 | > loss_disc: 2.469468355178833 (2.3714178034237454) | > loss_disc_real_0: 0.16810312867164612 (0.17397316758121764) | > loss_disc_real_1: 0.21644075214862823 (0.1739036813378334) | > loss_disc_real_2: 0.15830649435520172 (0.20252347524677003) | > loss_disc_real_3: 0.2322285920381546 (0.25141649373940056) | > loss_disc_real_4: 0.21057447791099548 (0.2495213129690715) | > loss_disc_real_5: 0.2318110316991806 (0.24951133451291493) | > loss_0: 2.469468355178833 (2.3714178034237454) | > loss_gen: 2.4373602867126465 (2.5278340918677196) | > loss_kl: 2.5346012115478516 (2.7259185825075423) | > loss_feat: 7.635420799255371 (6.817544528416225) | > loss_mel: 19.20499038696289 (18.24339587347848) | > loss_duration: 2.2908122539520264 (2.303194965635027) | > loss_1: 34.10318374633789 (32.61788763318743)  --> STEP: 15 | > loss_disc: 2.481210947036743 (2.3787373463312784) | > loss_disc_real_0: 0.26309219002723694 (0.1799144357442856) | > loss_disc_real_1: 0.2101699262857437 (0.17632143100102743) | > loss_disc_real_2: 0.17297150194644928 (0.20055334369341532) | > loss_disc_real_3: 0.20639881491661072 (0.24841531515121457) | > loss_disc_real_4: 0.22711336612701416 (0.2480274498462677) | > loss_disc_real_5: 0.1499888300895691 (0.24287650088469187) | > loss_0: 2.481210947036743 (2.3787373463312784) | > loss_gen: 2.324753522872925 (2.5142953872680662) | > loss_kl: 3.14935040473938 (2.7541473706563315) | > loss_feat: 7.742178440093994 (6.879186789194743) | > loss_mel: 18.25156593322754 (18.243940544128417) | > loss_duration: 2.3132283687591553 (2.303863859176636) | > loss_1: 33.78107452392578 (32.69543342590332)  --> STEP: 16 | > loss_disc: 2.5406649112701416 (2.3888578191399574) | > loss_disc_real_0: 0.18250256776809692 (0.1800761939957738) | > loss_disc_real_1: 0.1703476756811142 (0.17594807129353285) | > loss_disc_real_2: 0.1945907473564148 (0.2001806814223528) | > loss_disc_real_3: 0.2948874235153198 (0.2513198219239712) | > loss_disc_real_4: 0.23532363772392273 (0.24723346158862114) | > loss_disc_real_5: 0.26364296674728394 (0.24417440500110388) | > loss_0: 2.5406649112701416 (2.3888578191399574) | > loss_gen: 2.336796522140503 (2.5032017081975937) | > loss_kl: 2.8033995628356934 (2.7572256326675415) | > loss_feat: 7.109658718109131 (6.893591284751892) | > loss_mel: 17.105201721191406 (18.172769367694855) | > loss_duration: 2.345785140991211 (2.3064839392900467) | > loss_1: 31.700841903686523 (32.63327145576477)  --> STEP: 17 | > loss_disc: 2.5986597537994385 (2.4011991094140446) | > loss_disc_real_0: 0.27641618251800537 (0.18574325214414036) | > loss_disc_real_1: 0.22319304943084717 (0.17872718765455134) | > loss_disc_real_2: 0.2768789529800415 (0.20469234445515802) | > loss_disc_real_3: 0.3262728750705719 (0.2557288250502418) | > loss_disc_real_4: 0.29528531432151794 (0.2500600411611445) | > loss_disc_real_5: 0.32959893345832825 (0.24919937726329355) | > loss_0: 2.5986597537994385 (2.4011991094140446) | > loss_gen: 2.828402042388916 (2.5223311396206127) | > loss_kl: 2.104964017868042 (2.718857302385218) | > loss_feat: 5.85555362701416 (6.832530246061437) | > loss_mel: 17.601016998291016 (18.13913687537698) | > loss_duration: 2.3723158836364746 (2.3103564066045426) | > loss_1: 30.762252807617188 (32.5232115352855)  --> STEP: 18 | > loss_disc: 2.140305519104004 (2.3867050210634866) | > loss_disc_real_0: 0.18918892741203308 (0.18593467854791218) | > loss_disc_real_1: 0.12609268724918365 (0.175803048743142) | > loss_disc_real_2: 0.14885497093200684 (0.20159026814831627) | > loss_disc_real_3: 0.19812804460525513 (0.252528781692187) | > loss_disc_real_4: 0.17672209441661835 (0.2459857107864486) | > loss_disc_real_5: 0.1444448083639145 (0.24337967899110582) | > loss_0: 2.140305519104004 (2.3867050210634866) | > loss_gen: 2.3314249515533447 (2.511725240283542) | > loss_kl: 2.2169532775878906 (2.690973745452033) | > loss_feat: 9.403005599975586 (6.975334432390001) | > loss_mel: 17.80517578125 (18.120583481258816) | > loss_duration: 2.2596771717071533 (2.3075408935546875) | > loss_1: 34.0162353515625 (32.606157302856445)  --> STEP: 19 | > loss_disc: 2.352149724960327 (2.3848863212685836) | > loss_disc_real_0: 0.15088313817977905 (0.1840898606337999) | > loss_disc_real_1: 0.1657998263835907 (0.17527656335579722) | > loss_disc_real_2: 0.18194498121738434 (0.20055630567826724) | > loss_disc_real_3: 0.21188026666641235 (0.2503893861645146) | > loss_disc_real_4: 0.2042648047208786 (0.2437898736251028) | > loss_disc_real_5: 0.2195427566766739 (0.2421251041324515) | > loss_0: 2.352149724960327 (2.3848863212685836) | > loss_gen: 2.3475277423858643 (2.50308326670998) | > loss_kl: 2.146167516708374 (2.662299733412893) | > loss_feat: 8.7682466506958 (7.069698233353464) | > loss_mel: 17.36280059814453 (18.08070017162122) | > loss_duration: 2.3380188941955566 (2.3091449988515755) | > loss_1: 32.96276092529297 (32.62492591456363)  --> STEP: 20 | > loss_disc: 2.2207295894622803 (2.3766784846782683) | > loss_disc_real_0: 0.16759967803955078 (0.18326535150408746) | > loss_disc_real_1: 0.16688892245292664 (0.1748571813106537) | > loss_disc_real_2: 0.22936978936195374 (0.20199697986245155) | > loss_disc_real_3: 0.2111358344554901 (0.24842670857906338) | > loss_disc_real_4: 0.17060209810733795 (0.24013048484921456) | > loss_disc_real_5: 0.18669086694717407 (0.23935339227318764) | > loss_0: 2.2207295894622803 (2.3766784846782683) | > loss_gen: 2.517256021499634 (2.503791904449463) | > loss_kl: 2.1164934635162354 (2.6350094199180605) | > loss_feat: 6.642200946807861 (7.048323369026184) | > loss_mel: 16.331167221069336 (17.993223524093626) | > loss_duration: 2.275240898132324 (2.307449793815613) | > loss_1: 29.88235855102539 (32.487797546386716)  --> STEP: 21 | > loss_disc: 2.377228260040283 (2.376704664457412) | > loss_disc_real_0: 0.1402454376220703 (0.18121678417637235) | > loss_disc_real_1: 0.21613462269306183 (0.17682277375743502) | > loss_disc_real_2: 0.2502099275588989 (0.20429283451466335) | > loss_disc_real_3: 0.2496999353170395 (0.2484873384237289) | > loss_disc_real_4: 0.22158236801624298 (0.2392472411905016) | > loss_disc_real_5: 0.23522986471652985 (0.23915703381810868) | > loss_0: 2.377228260040283 (2.376704664457412) | > loss_gen: 2.2957675457000732 (2.4938859826042536) | > loss_kl: 2.0840132236480713 (2.6087715058099654) | > loss_feat: 4.347287654876709 (6.919702620733352) | > loss_mel: 15.75340747833252 (17.88656561715262) | > loss_duration: 2.1490399837493896 (2.299906469526745) | > loss_1: 26.629514694213867 (32.20883169628325)  --> STEP: 22 | > loss_disc: 2.2367353439331055 (2.370342422615398) | > loss_disc_real_0: 0.13388760387897491 (0.17906545779921793) | > loss_disc_real_1: 0.12487054616212845 (0.17446130886673927) | > loss_disc_real_2: 0.1570873260498047 (0.20214712958444248) | > loss_disc_real_3: 0.24734792113304138 (0.24843554672869764) | > loss_disc_real_4: 0.24306949973106384 (0.23942098021507263) | > loss_disc_real_5: 0.2807091474533081 (0.2410457662560723) | > loss_0: 2.2367353439331055 (2.370342422615398) | > loss_gen: 2.631678342819214 (2.5001492717049336) | > loss_kl: 1.5790280103683472 (2.561964983289892) | > loss_feat: 7.86529541015625 (6.962684111161665) | > loss_mel: 18.622844696044922 (17.92003284801136) | > loss_duration: 2.197601318359375 (2.2952562353827735) | > loss_1: 32.896446228027344 (32.24008690227162)  --> STEP: 23 | > loss_disc: 2.2447075843811035 (2.364880038344342) | > loss_disc_real_0: 0.10032396018505096 (0.17564191442468893) | > loss_disc_real_1: 0.18728122115135193 (0.1750186963573746) | > loss_disc_real_2: 0.1773567646741867 (0.20106928763182266) | > loss_disc_real_3: 0.21125821769237518 (0.24681914111842276) | > loss_disc_real_4: 0.20113739371299744 (0.23775647645411285) | > loss_disc_real_5: 0.2768556475639343 (0.2426027176172837) | > loss_0: 2.2447075843811035 (2.364880038344342) | > loss_gen: 2.399310827255249 (2.495764991511469) | > loss_kl: 2.333167552947998 (2.552017268927201) | > loss_feat: 6.673070430755615 (6.950092212013576) | > loss_mel: 17.373838424682617 (17.89628526438837) | > loss_duration: 2.2722582817077637 (2.2942563243534253) | > loss_1: 31.051647186279297 (32.18841561027195)  --> STEP: 24 | > loss_disc: 2.3263583183288574 (2.36327496667703) | > loss_disc_real_0: 0.23996353149414062 (0.17832198180258274) | > loss_disc_real_1: 0.22434063255786896 (0.1770737770323952) | > loss_disc_real_2: 0.15641175210475922 (0.1992085569848617) | > loss_disc_real_3: 0.22782258689403534 (0.24602761802573994) | > loss_disc_real_4: 0.23202145099639893 (0.23751751706004143) | > loss_disc_real_5: 0.25702884793281555 (0.24320380638043085) | > loss_0: 2.3263583183288574 (2.36327496667703) | > loss_gen: 2.6895995140075684 (2.5038414299488063) | > loss_kl: 2.6006603240966797 (2.5540440628925962) | > loss_feat: 6.625423431396484 (6.9365643461545305) | > loss_mel: 17.329601287841797 (17.872673432032265) | > loss_duration: 2.386875629425049 (2.298115462064743) | > loss_1: 31.632160186767578 (32.16523830095927)  --> STEP: 25 | > loss_disc: 2.522285223007202 (2.369635376930237) | > loss_disc_real_0: 0.11942063271999359 (0.17596592783927917) | > loss_disc_real_1: 0.2055974155664444 (0.17821472257375717) | > loss_disc_real_2: 0.2526977062225342 (0.2013481229543686) | > loss_disc_real_3: 0.25891172885894775 (0.24654298245906825) | > loss_disc_real_4: 0.24884532392024994 (0.23797062933444976) | > loss_disc_real_5: 0.275244802236557 (0.2444854462146759) | > loss_0: 2.522285223007202 (2.369635376930237) | > loss_gen: 2.2694268226623535 (2.494464845657348) | > loss_kl: 2.557281494140625 (2.5541735601425173) | > loss_feat: 7.134252548217773 (6.944471874237061) | > loss_mel: 18.213125228881836 (17.886291503906246) | > loss_duration: 2.357239246368408 (2.3004804134368895) | > loss_1: 32.53132629394531 (32.17988182067871)  --> STEP: 26 | > loss_disc: 2.7233052253723145 (2.383238063408778) | > loss_disc_real_0: 0.20712949335575104 (0.17716452651298964) | > loss_disc_real_1: 0.2981201112270355 (0.18282646829119095) | > loss_disc_real_2: 0.3145427405834198 (0.20570176209394747) | > loss_disc_real_3: 0.266078382730484 (0.24729434400796887) | > loss_disc_real_4: 0.2295096516609192 (0.23764520711623704) | > loss_disc_real_5: 0.17808522284030914 (0.24193159146950796) | > loss_0: 2.7233052253723145 (2.383238063408778) | > loss_gen: 1.8959319591522217 (2.4714443500225354) | > loss_kl: 2.3217616081237793 (2.545234638911027) | > loss_feat: 5.099483489990234 (6.873510782535259) | > loss_mel: 9.955079078674316 (17.581244872166558) | > loss_duration: 2.292323112487793 (2.3001666710926933) | > loss_1: 21.564579010009766 (31.77160094334529) --> EVAL PERFORMANCE | > avg_loader_time: 0.002430402315579928 (+6.809601416954631e-05) | > avg_loss_disc: 2.383238063408778 (-0.020356283738062864) | > avg_loss_disc_real_0: 0.17716452651298964 (+0.0065800292560687645) | > avg_loss_disc_real_1: 0.18282646829119095 (-0.06632827881437078) | > avg_loss_disc_real_2: 0.20570176209394747 (+0.007825181461297542) | > avg_loss_disc_real_3: 0.24729434400796887 (+0.016449493857530417) | > avg_loss_disc_real_4: 0.23764520711623704 (+0.024495576436703026) | > avg_loss_disc_real_5: 0.24193159146950796 (+0.02960693205778417) | > avg_loss_0: 2.383238063408778 (-0.020356283738062864) | > avg_loss_gen: 2.4714443500225354 (-0.03493999517881008) | > avg_loss_kl: 2.545234638911027 (-0.14182571722910975) | > avg_loss_feat: 6.873510782535259 (-0.886713284712572) | > avg_loss_mel: 17.581244872166558 (-1.2595492509695205) | > avg_loss_duration: 2.3001666710926933 (-0.016334121043865668) | > avg_loss_1: 31.77160094334529 (-2.339362584627594)  > EPOCH: 348/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:18:37)   --> TIME: 2024-06-11 06:18:41 -- STEP: 9/330 -- GLOBAL_STEP: 202850 | > loss_disc: 2.344722032546997 (2.3090783490075006) | > loss_disc_real_0: 0.10302233695983887 (0.10267985198232862) | > loss_disc_real_1: 0.24496909976005554 (0.1923654708597395) | > loss_disc_real_2: 0.24580290913581848 (0.2160998119248284) | > loss_disc_real_3: 0.23827074468135834 (0.22506050931082833) | > loss_disc_real_4: 0.23911994695663452 (0.2272283120287789) | > loss_disc_real_5: 0.24071605503559113 (0.22758349610699546) | > loss_0: 2.344722032546997 (2.3090783490075006) | > grad_norm_0: tensor(5.2061, device='cuda:0') (tensor(8.1485, device='cuda:0')) | > loss_gen: 2.6026809215545654 (2.5107938713497586) | > loss_kl: 1.8348301649093628 (1.8496341440412734) | > loss_feat: 6.657564163208008 (6.815703286064996) | > loss_mel: 18.46285057067871 (18.35409715440538) | > loss_duration: 2.132512092590332 (2.1896462440490723) | > loss_1: 31.69043731689453 (31.719874911838108) | > grad_norm_1: tensor(40.8557, device='cuda:0') (tensor(65.6067, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.3479 (0.3565962314605713) | > loader_time: 0.0029 (0.003090328640407986)  --> TIME: 2024-06-11 06:18:50 -- STEP: 34/330 -- GLOBAL_STEP: 202875 | > loss_disc: 2.331864833831787 (2.3204282381955315) | > loss_disc_real_0: 0.08573377132415771 (0.10652770649860888) | > loss_disc_real_1: 0.18493619561195374 (0.19665313468259923) | > loss_disc_real_2: 0.19797290861606598 (0.21364955910865) | > loss_disc_real_3: 0.2564109265804291 (0.22499898645807714) | > loss_disc_real_4: 0.21087796986103058 (0.22465020768782673) | > loss_disc_real_5: 0.20399846136569977 (0.21691884757841334) | > loss_0: 2.331864833831787 (2.3204282381955315) | > grad_norm_0: tensor(8.4307, device='cuda:0') (tensor(10.2142, device='cuda:0')) | > loss_gen: 2.6082956790924072 (2.510488145491656) | > loss_kl: 2.0788731575012207 (1.8846177634070902) | > loss_feat: 7.705367565155029 (7.039659359875848) | > loss_mel: 19.15404510498047 (18.28470005708583) | > loss_duration: 2.088688373565674 (2.078480969457065) | > loss_1: 33.63526916503906 (31.797946200651282) | > grad_norm_1: tensor(146.5859, device='cuda:0') (tensor(96.7151, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.349 (0.3538823688731474) | > loader_time: 0.003 (0.0032324861077701345)  --> TIME: 2024-06-11 06:18:59 -- STEP: 59/330 -- GLOBAL_STEP: 202900 | > loss_disc: 2.3402230739593506 (2.3327874733229814) | > loss_disc_real_0: 0.1423002928495407 (0.11091698655637644) | > loss_disc_real_1: 0.24500291049480438 (0.19934134185314178) | > loss_disc_real_2: 0.21576975286006927 (0.21537974451558065) | > loss_disc_real_3: 0.21313200891017914 (0.22611559750670093) | > loss_disc_real_4: 0.23023806512355804 (0.22513192033363602) | > loss_disc_real_5: 0.2607424855232239 (0.2187916990053856) | > loss_0: 2.3402230739593506 (2.3327874733229814) | > grad_norm_0: tensor(53.2347, device='cuda:0') (tensor(14.5865, device='cuda:0')) | > loss_gen: 2.4983391761779785 (2.514520972462024) | > loss_kl: 1.9572349786758423 (1.871929093942804) | > loss_feat: 7.107494354248047 (7.144387051210565) | > loss_mel: 18.033048629760742 (18.294793597722464) | > loss_duration: 1.986896276473999 (2.0492871514821456) | > loss_1: 31.5830135345459 (31.87491798400879) | > grad_norm_1: tensor(589.0751, device='cuda:0') (tensor(160.4162, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.3724 (0.3583084769168143) | > loader_time: 0.0045 (0.003368260496753757)  --> TIME: 2024-06-11 06:19:09 -- STEP: 84/330 -- GLOBAL_STEP: 202925 | > loss_disc: 2.3193187713623047 (2.3201920815876544) | > loss_disc_real_0: 0.12446893006563187 (0.11005678089956443) | > loss_disc_real_1: 0.2006893903017044 (0.1971698304017385) | > loss_disc_real_2: 0.22106656432151794 (0.21468173747970945) | > loss_disc_real_3: 0.18734784424304962 (0.22505857192334675) | > loss_disc_real_4: 0.22443194687366486 (0.22405308147981054) | > loss_disc_real_5: 0.1983557939529419 (0.2177069423099359) | > loss_0: 2.3193187713623047 (2.3201920815876544) | > grad_norm_0: tensor(8.5392, device='cuda:0') (tensor(18.0359, device='cuda:0')) | > loss_gen: 2.497347354888916 (2.5330010879607427) | > loss_kl: 1.918348789215088 (1.8783682726678395) | > loss_feat: 7.648313999176025 (7.234585557665143) | > loss_mel: 18.318796157836914 (18.361741769881476) | > loss_duration: 2.1030306816101074 (2.037701977150781) | > loss_1: 32.485836029052734 (32.045398871103934) | > grad_norm_1: tensor(332.6808, device='cuda:0') (tensor(198.9635, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.3608 (0.36006590582075576) | > loader_time: 0.0037 (0.0034627261615934827)  --> TIME: 2024-06-11 06:19:18 -- STEP: 109/330 -- GLOBAL_STEP: 202950 | > loss_disc: 2.2216849327087402 (2.3208681465288916) | > loss_disc_real_0: 0.0538112036883831 (0.10969547465990442) | > loss_disc_real_1: 0.1805795431137085 (0.1969293792039976) | > loss_disc_real_2: 0.2367895096540451 (0.21432353337423518) | > loss_disc_real_3: 0.22385795414447784 (0.2264624047990239) | > loss_disc_real_4: 0.21975921094417572 (0.22466921245833055) | > loss_disc_real_5: 0.23818667232990265 (0.21854494266006924) | > loss_0: 2.2216849327087402 (2.3208681465288916) | > grad_norm_0: tensor(23.5255, device='cuda:0') (tensor(21.9011, device='cuda:0')) | > loss_gen: 2.6635515689849854 (2.5453538347821705) | > loss_kl: 1.949339509010315 (1.881199097414629) | > loss_feat: 7.3863983154296875 (7.260781205028569) | > loss_mel: 18.137006759643555 (18.352969475842396) | > loss_duration: 1.9775599241256714 (2.0362350142330214) | > loss_1: 32.113853454589844 (32.076538733386116) | > grad_norm_1: tensor(373.0127, device='cuda:0') (tensor(227.2360, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.3647 (0.36145727350077506) | > loader_time: 0.0036 (0.003543602217228041)  --> TIME: 2024-06-11 06:19:27 -- STEP: 134/330 -- GLOBAL_STEP: 202975 | > loss_disc: 2.295168399810791 (2.3255951440156393) | > loss_disc_real_0: 0.0792933851480484 (0.11136302154566814) | > loss_disc_real_1: 0.20232081413269043 (0.19834083174146824) | > loss_disc_real_2: 0.2574673891067505 (0.21492932547829044) | > loss_disc_real_3: 0.20986676216125488 (0.22677216345249718) | > loss_disc_real_4: 0.18283501267433167 (0.2235839510364319) | > loss_disc_real_5: 0.167842835187912 (0.21769131197413402) | > loss_0: 2.295168399810791 (2.3255951440156393) | > grad_norm_0: tensor(35.3227, device='cuda:0') (tensor(24.1318, device='cuda:0')) | > loss_gen: 2.4486641883850098 (2.5438323483538263) | > loss_kl: 1.963757872581482 (1.882585619812581) | > loss_feat: 7.445328712463379 (7.25658106803894) | > loss_mel: 18.101959228515625 (18.3769462642385) | > loss_duration: 2.0449070930480957 (2.0383346365458936) | > loss_1: 32.004615783691406 (32.09828003840661) | > grad_norm_1: tensor(413.3684, device='cuda:0') (tensor(240.4574, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.3583 (0.36324271515234197) | > loader_time: 0.004 (0.003648765051542823)  --> TIME: 2024-06-11 06:19:37 -- STEP: 159/330 -- GLOBAL_STEP: 203000 | > loss_disc: 2.2847278118133545 (2.328240439576922) | > loss_disc_real_0: 0.1239829808473587 (0.1122051829109027) | > loss_disc_real_1: 0.21205049753189087 (0.19850224322118099) | > loss_disc_real_2: 0.23920896649360657 (0.21507506016290412) | > loss_disc_real_3: 0.22008010745048523 (0.22670504441426234) | > loss_disc_real_4: 0.21941056847572327 (0.22396204644029247) | > loss_disc_real_5: 0.20973804593086243 (0.2178499529009345) | > loss_0: 2.2847278118133545 (2.328240439576922) | > grad_norm_0: tensor(24.5275, device='cuda:0') (tensor(24.4019, device='cuda:0')) | > loss_gen: 2.6150424480438232 (2.5391574235832155) | > loss_kl: 1.9545562267303467 (1.8845158612953041) | > loss_feat: 7.080395698547363 (7.235159469100664) | > loss_mel: 17.529661178588867 (18.340840057756918) | > loss_duration: 2.054316282272339 (2.0404284232817376) | > loss_1: 31.233970642089844 (32.04010128525068) | > grad_norm_1: tensor(251.6396, device='cuda:0') (tensor(251.7906, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.3866 (0.36666028754516217) | > loader_time: 0.0046 (0.003790622987087418) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_203000.pth  --> TIME: 2024-06-11 06:19:52 -- STEP: 184/330 -- GLOBAL_STEP: 203025 | > loss_disc: 2.458486318588257 (2.327870470026264) | > loss_disc_real_0: 0.12897518277168274 (0.11315666501531782) | > loss_disc_real_1: 0.22499623894691467 (0.19835749778734602) | > loss_disc_real_2: 0.22762459516525269 (0.21441633659212486) | > loss_disc_real_3: 0.23816758394241333 (0.2262185350384401) | > loss_disc_real_4: 0.2417595386505127 (0.22397776903665584) | > loss_disc_real_5: 0.23928982019424438 (0.21760762053663316) | > loss_0: 2.458486318588257 (2.327870470026264) | > grad_norm_0: tensor(14.6774, device='cuda:0') (tensor(24.9594, device='cuda:0')) | > loss_gen: 2.6742708683013916 (2.5392461082209703) | > loss_kl: 2.0152223110198975 (1.8929842075575953) | > loss_feat: 7.187764644622803 (7.234216822230297) | > loss_mel: 18.006317138671875 (18.279195785522464) | > loss_duration: 2.083878755569458 (2.0457882848770725) | > loss_1: 31.96745491027832 (31.991431308829267) | > grad_norm_1: tensor(338.5716, device='cuda:0') (tensor(254.4491, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.6488 (0.370696062627046) | > loader_time: 0.0052 (0.003971351229626201)  --> TIME: 2024-06-11 06:20:03 -- STEP: 209/330 -- GLOBAL_STEP: 203050 | > loss_disc: 2.3433361053466797 (2.3340029009221266) | > loss_disc_real_0: 0.06466452777385712 (0.1134846639155486) | > loss_disc_real_1: 0.17542050778865814 (0.19984714394551145) | > loss_disc_real_2: 0.21967251598834991 (0.21519694274122064) | > loss_disc_real_3: 0.18670383095741272 (0.2265367798828052) | > loss_disc_real_4: 0.19346174597740173 (0.22422974332097614) | > loss_disc_real_5: 0.19273672997951508 (0.21815001543914303) | > loss_0: 2.3433361053466797 (2.3340029009221266) | > grad_norm_0: tensor(36.0096, device='cuda:0') (tensor(26.9184, device='cuda:0')) | > loss_gen: 2.4920554161071777 (2.5394276910991755) | > loss_kl: 1.8498008251190186 (1.8927995919040517) | > loss_feat: 7.294610977172852 (7.247266265193812) | > loss_mel: 17.974565505981445 (18.283136176150386) | > loss_duration: 2.1251397132873535 (2.0525232416591015) | > loss_1: 31.73617172241211 (32.01515306354137) | > grad_norm_1: tensor(439.4165, device='cuda:0') (tensor(269.4892, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.4045 (0.3743758908869547) | > loader_time: 0.0053 (0.0040910837182588)  --> TIME: 2024-06-11 06:20:13 -- STEP: 234/330 -- GLOBAL_STEP: 203075 | > loss_disc: 2.3390753269195557 (2.3380438232014313) | > loss_disc_real_0: 0.0934663712978363 (0.11470646363420364) | > loss_disc_real_1: 0.1831692010164261 (0.20012118635524032) | > loss_disc_real_2: 0.26676151156425476 (0.2151899467039312) | > loss_disc_real_3: 0.24190416932106018 (0.22704797269951585) | > loss_disc_real_4: 0.24363847076892853 (0.22436754201721942) | > loss_disc_real_5: 0.20295678079128265 (0.2183847589752613) | > loss_0: 2.3390753269195557 (2.3380438232014313) | > grad_norm_0: tensor(23.1372, device='cuda:0') (tensor(29.2489, device='cuda:0')) | > loss_gen: 2.6635799407958984 (2.5400797006411424) | > loss_kl: 1.892114281654358 (1.8901599956373882) | > loss_feat: 6.287672996520996 (7.239179099726881) | > loss_mel: 17.76538848876953 (18.247965168749168) | > loss_duration: 2.128875255584717 (2.0601272211115584) | > loss_1: 30.73763084411621 (31.977511275527768) | > grad_norm_1: tensor(109.9658, device='cuda:0') (tensor(283.1121, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.417 (0.37845369180043537) | > loader_time: 0.0055 (0.0042102102540497125)  --> TIME: 2024-06-11 06:20:24 -- STEP: 259/330 -- GLOBAL_STEP: 203100 | > loss_disc: 2.3362393379211426 (2.338606932908871) | > loss_disc_real_0: 0.1286754012107849 (0.11592767525708814) | > loss_disc_real_1: 0.20130778849124908 (0.20031927629557356) | > loss_disc_real_2: 0.15031909942626953 (0.21497845684239303) | > loss_disc_real_3: 0.22804975509643555 (0.22691178649778992) | > loss_disc_real_4: 0.2053145319223404 (0.22447392194887847) | > loss_disc_real_5: 0.2063474804162979 (0.2185614635470291) | > loss_0: 2.3362393379211426 (2.338606932908871) | > grad_norm_0: tensor(10.7066, device='cuda:0') (tensor(30.1574, device='cuda:0')) | > loss_gen: 2.4015848636627197 (2.535213723606124) | > loss_kl: 1.9376325607299805 (1.8889380725654397) | > loss_feat: 7.090933322906494 (7.237790845996164) | > loss_mel: 17.809011459350586 (18.22447169241298) | > loss_duration: 2.1710121631622314 (2.067484570746256) | > loss_1: 31.410175323486328 (31.95389899323801) | > grad_norm_1: tensor(116.4001, device='cuda:0') (tensor(285.9662, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.4339 (0.3834170641586127) | > loader_time: 0.0057 (0.004361249305106502)  --> TIME: 2024-06-11 06:20:36 -- STEP: 284/330 -- GLOBAL_STEP: 203125 | > loss_disc: 2.4175631999969482 (2.3361944379940836) | > loss_disc_real_0: 0.166327565908432 (0.11667495732471136) | > loss_disc_real_1: 0.20050513744354248 (0.2002201960750029) | > loss_disc_real_2: 0.2278866171836853 (0.21473481532343675) | > loss_disc_real_3: 0.2635957896709442 (0.22663174706025863) | > loss_disc_real_4: 0.2211032211780548 (0.2241338648846452) | > loss_disc_real_5: 0.22586113214492798 (0.21797139292031945) | > loss_0: 2.4175631999969482 (2.3361944379940836) | > grad_norm_0: tensor(44.4592, device='cuda:0') (tensor(30.0597, device='cuda:0')) | > loss_gen: 2.4785218238830566 (2.532465201868138) | > loss_kl: 1.8315858840942383 (1.8920777859822127) | > loss_feat: 7.381368160247803 (7.239747373151108) | > loss_mel: 17.966392517089844 (18.173256410679354) | > loss_duration: 2.1710586547851562 (2.076489518645783) | > loss_1: 31.82892608642578 (31.914036361264465) | > grad_norm_1: tensor(399.8023, device='cuda:0') (tensor(291.8638, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.447 (0.38889999624709015) | > loader_time: 0.0061 (0.004516745117348687)  --> TIME: 2024-06-11 06:20:48 -- STEP: 309/330 -- GLOBAL_STEP: 203150 | > loss_disc: 2.4289588928222656 (2.3387412199310504) | > loss_disc_real_0: 0.1661003828048706 (0.1173144372535755) | > loss_disc_real_1: 0.20607483386993408 (0.20033632257416792) | > loss_disc_real_2: 0.24419929087162018 (0.21479238265926393) | > loss_disc_real_3: 0.23433491587638855 (0.22655611478009272) | > loss_disc_real_4: 0.24611878395080566 (0.22464664916969046) | > loss_disc_real_5: 0.2222149819135666 (0.21803597064272867) | > loss_0: 2.4289588928222656 (2.3387412199310504) | > grad_norm_0: tensor(53.0390, device='cuda:0') (tensor(30.8473, device='cuda:0')) | > loss_gen: 2.520599365234375 (2.5308652271344823) | > loss_kl: 1.8805313110351562 (1.8943675675438445) | > loss_feat: 7.210025787353516 (7.256436655050728) | > loss_mel: 17.81707000732422 (18.13512244116527) | > loss_duration: 2.257002115249634 (2.08767595067379) | > loss_1: 31.68522834777832 (31.904467906766683) | > grad_norm_1: tensor(362.6905, device='cuda:0') (tensor(302.1103, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.496 (0.396410005378106) | > loader_time: 0.0072 (0.004708325592831118)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.148674249649048 (2.148674249649048) | > loss_disc_real_0: 0.07556299865245819 (0.07556299865245819) | > loss_disc_real_1: 0.2623443603515625 (0.2623443603515625) | > loss_disc_real_2: 0.25259968638420105 (0.25259968638420105) | > loss_disc_real_3: 0.2576407492160797 (0.2576407492160797) | > loss_disc_real_4: 0.2395709604024887 (0.2395709604024887) | > loss_disc_real_5: 0.22552631795406342 (0.22552631795406342) | > loss_0: 2.148674249649048 (2.148674249649048) | > loss_gen: 2.994192361831665 (2.994192361831665) | > loss_kl: 2.443368673324585 (2.443368673324585) | > loss_feat: 7.991790294647217 (7.991790294647217) | > loss_mel: 17.779884338378906 (17.779884338378906) | > loss_duration: 2.9771499633789062 (2.9771499633789062) | > loss_1: 34.18638610839844 (34.18638610839844)  --> STEP: 1 | > loss_disc: 2.4682741165161133 (2.4682741165161133) | > loss_disc_real_0: 0.08819607645273209 (0.08819607645273209) | > loss_disc_real_1: 0.2300446480512619 (0.2300446480512619) | > loss_disc_real_2: 0.28574487566947937 (0.28574487566947937) | > loss_disc_real_3: 0.34300917387008667 (0.34300917387008667) | > loss_disc_real_4: 0.3079020082950592 (0.3079020082950592) | > loss_disc_real_5: 0.2617916166782379 (0.2617916166782379) | > loss_0: 2.4682741165161133 (2.4682741165161133) | > loss_gen: 2.652006149291992 (2.652006149291992) | > loss_kl: 2.35784912109375 (2.35784912109375) | > loss_feat: 6.367617607116699 (6.367617607116699) | > loss_mel: 18.970415115356445 (18.970415115356445) | > loss_duration: 2.4872395992279053 (2.4872395992279053) | > loss_1: 32.83512496948242 (32.83512496948242)  --> STEP: 2 | > loss_disc: 2.1267316341400146 (2.297502875328064) | > loss_disc_real_0: 0.12906967103481293 (0.1086328737437725) | > loss_disc_real_1: 0.24943338334560394 (0.23973901569843292) | > loss_disc_real_2: 0.25570541620254517 (0.27072514593601227) | > loss_disc_real_3: 0.27854737639427185 (0.31077827513217926) | > loss_disc_real_4: 0.16536632180213928 (0.23663416504859924) | > loss_disc_real_5: 0.17207103967666626 (0.2169313281774521) | > loss_0: 2.1267316341400146 (2.297502875328064) | > loss_gen: 2.8152222633361816 (2.733614206314087) | > loss_kl: 2.5582528114318848 (2.4580509662628174) | > loss_feat: 6.659933567047119 (6.513775587081909) | > loss_mel: 20.01912498474121 (19.494770050048828) | > loss_duration: 2.4656691551208496 (2.4764543771743774) | > loss_1: 34.51820373535156 (33.67666435241699)  --> STEP: 3 | > loss_disc: 2.5815494060516357 (2.3921850522359214) | > loss_disc_real_0: 0.15622366964817047 (0.12449647237857182) | > loss_disc_real_1: 0.23903989791870117 (0.23950597643852234) | > loss_disc_real_2: 0.29364579916000366 (0.2783653636773427) | > loss_disc_real_3: 0.3390202224254608 (0.32019225756327313) | > loss_disc_real_4: 0.328853040933609 (0.2673737903436025) | > loss_disc_real_5: 0.3637295067310333 (0.2658640543619792) | > loss_0: 2.5815494060516357 (2.3921850522359214) | > loss_gen: 3.171405792236328 (2.879544734954834) | > loss_kl: 2.929492235183716 (2.6151980559031167) | > loss_feat: 6.597782611846924 (6.541777928670247) | > loss_mel: 18.543643951416016 (19.177728017171223) | > loss_duration: 2.285545587539673 (2.412818113962809) | > loss_1: 33.527870178222656 (33.62706629435221)  --> STEP: 4 | > loss_disc: 2.5052294731140137 (2.4204461574554443) | > loss_disc_real_0: 0.19924572110176086 (0.1431837845593691) | > loss_disc_real_1: 0.3439483642578125 (0.2656165733933449) | > loss_disc_real_2: 0.2672479450702667 (0.27558600902557373) | > loss_disc_real_3: 0.259838730096817 (0.3051038756966591) | > loss_disc_real_4: 0.27193376421928406 (0.2685137838125229) | > loss_disc_real_5: 0.34208235144615173 (0.2849186286330223) | > loss_0: 2.5052294731140137 (2.4204461574554443) | > loss_gen: 3.0479164123535156 (2.9216376543045044) | > loss_kl: 2.6793296337127686 (2.63123095035553) | > loss_feat: 6.865418910980225 (6.622688174247742) | > loss_mel: 19.6020450592041 (19.283807277679443) | > loss_duration: 2.290646553039551 (2.3822752237319946) | > loss_1: 34.485355377197266 (33.84163856506348)  --> STEP: 5 | > loss_disc: 2.5444788932800293 (2.445252704620361) | > loss_disc_real_0: 0.17282310128211975 (0.14911164790391923) | > loss_disc_real_1: 0.28561389446258545 (0.269616037607193) | > loss_disc_real_2: 0.3535785377025604 (0.29118451476097107) | > loss_disc_real_3: 0.2779366075992584 (0.299670422077179) | > loss_disc_real_4: 0.27277761697769165 (0.26936655044555663) | > loss_disc_real_5: 0.24441690742969513 (0.2768182843923569) | > loss_0: 2.5444788932800293 (2.445252704620361) | > loss_gen: 2.605114459991455 (2.8583330154418944) | > loss_kl: 2.886883497238159 (2.6823614597320558) | > loss_feat: 5.14732551574707 (6.327615642547608) | > loss_mel: 19.000520706176758 (19.227149963378906) | > loss_duration: 2.345705986022949 (2.3749613761901855) | > loss_1: 31.985549926757812 (33.470420837402344)  --> STEP: 6 | > loss_disc: 2.4615566730499268 (2.4479700326919556) | > loss_disc_real_0: 0.15375259518623352 (0.14988513911763826) | > loss_disc_real_1: 0.3142941892147064 (0.27706239620844525) | > loss_disc_real_2: 0.2922256886959076 (0.29135804375012714) | > loss_disc_real_3: 0.30245646834373474 (0.3001347631216049) | > loss_disc_real_4: 0.2808447480201721 (0.27127958337465924) | > loss_disc_real_5: 0.38475126028060913 (0.2948071137070656) | > loss_0: 2.4615566730499268 (2.4479700326919556) | > loss_gen: 3.2449891567230225 (2.922775705655416) | > loss_kl: 2.6551685333251953 (2.677829305330912) | > loss_feat: 5.536483287811279 (6.195760250091553) | > loss_mel: 19.553171157836914 (19.281486829121906) | > loss_duration: 2.149453639984131 (2.3373767534891763) | > loss_1: 33.13926696777344 (33.415228525797524)  --> STEP: 7 | > loss_disc: 2.351419687271118 (2.4341771262032643) | > loss_disc_real_0: 0.1386898159980774 (0.14828580724341528) | > loss_disc_real_1: 0.25052618980407715 (0.2732715095792498) | > loss_disc_real_2: 0.2958092987537384 (0.29199393732207163) | > loss_disc_real_3: 0.28481149673461914 (0.2979457250663212) | > loss_disc_real_4: 0.22601696848869324 (0.26481349553380695) | > loss_disc_real_5: 0.21706858277320862 (0.28370160928794314) | > loss_0: 2.351419687271118 (2.4341771262032643) | > loss_gen: 2.8448328971862793 (2.9116410187312534) | > loss_kl: 3.782158374786377 (2.8355906009674072) | > loss_feat: 7.155119895935059 (6.332811628069196) | > loss_mel: 19.025684356689453 (19.244943618774414) | > loss_duration: 2.5758986473083496 (2.3714513097490584) | > loss_1: 35.38369369506836 (33.69643783569336)  --> STEP: 8 | > loss_disc: 2.502269983291626 (2.4426887333393097) | > loss_disc_real_0: 0.18258845806121826 (0.15257363859564066) | > loss_disc_real_1: 0.21280446648597717 (0.2657131291925907) | > loss_disc_real_2: 0.3073800206184387 (0.2939171977341175) | > loss_disc_real_3: 0.23163020610809326 (0.28965628519654274) | > loss_disc_real_4: 0.24215935170650482 (0.2619817275553942) | > loss_disc_real_5: 0.23970100283622742 (0.2782015334814787) | > loss_0: 2.502269983291626 (2.4426887333393097) | > loss_gen: 2.4523210525512695 (2.8542260229587555) | > loss_kl: 2.5863399505615234 (2.8044342696666718) | > loss_feat: 8.29391098022461 (6.577949047088623) | > loss_mel: 17.197738647460938 (18.98904299736023) | > loss_duration: 2.1916680335998535 (2.3489784002304077) | > loss_1: 32.721981048583984 (33.57463073730469)  --> STEP: 9 | > loss_disc: 2.4064347743988037 (2.4386605156792536) | > loss_disc_real_0: 0.23746895790100098 (0.1620064518517918) | > loss_disc_real_1: 0.2251388430595398 (0.26120487517780727) | > loss_disc_real_2: 0.35122570395469666 (0.3002848095364041) | > loss_disc_real_3: 0.28439563512802124 (0.2890717685222626) | > loss_disc_real_4: 0.24560493230819702 (0.2601620836390389) | > loss_disc_real_5: 0.28184378147125244 (0.27860622770256466) | > loss_0: 2.4064347743988037 (2.4386605156792536) | > loss_gen: 3.2675530910491943 (2.900151252746582) | > loss_kl: 2.1801095008850098 (2.7350648509131537) | > loss_feat: 9.77711296081543 (6.933411704169379) | > loss_mel: 18.61452293395996 (18.947429656982422) | > loss_duration: 2.1382811069488525 (2.3255675898657904) | > loss_1: 35.97758102416992 (33.84162521362305)  --> STEP: 10 | > loss_disc: 2.3857550621032715 (2.4333699703216554) | > loss_disc_real_0: 0.1620834469795227 (0.1620141513645649) | > loss_disc_real_1: 0.21598199009895325 (0.2566825866699219) | > loss_disc_real_2: 0.3418923020362854 (0.30444555878639223) | > loss_disc_real_3: 0.30159714818000793 (0.2903243064880371) | > loss_disc_real_4: 0.21011382341384888 (0.2551572576165199) | > loss_disc_real_5: 0.3143075108528137 (0.28217635601758956) | > loss_0: 2.3857550621032715 (2.4333699703216554) | > loss_gen: 2.9373373985290527 (2.903869867324829) | > loss_kl: 2.367126703262329 (2.6982710361480713) | > loss_feat: 6.3356032371521 (6.873630857467651) | > loss_mel: 17.46613311767578 (18.79930000305176) | > loss_duration: 2.3329291343688965 (2.326303744316101) | > loss_1: 31.439130783081055 (33.60137577056885)  --> STEP: 11 | > loss_disc: 2.6884095668792725 (2.4565553881905298) | > loss_disc_real_0: 0.18276233971118927 (0.16390035030516711) | > loss_disc_real_1: 0.21187043190002441 (0.25260875441811304) | > loss_disc_real_2: 0.41073617339134216 (0.31410834193229675) | > loss_disc_real_3: 0.34671980142593384 (0.29545116966420953) | > loss_disc_real_4: 0.3187480568885803 (0.2609382393685254) | > loss_disc_real_5: 0.3759569227695465 (0.2907018620859493) | > loss_0: 2.6884095668792725 (2.4565553881905298) | > loss_gen: 2.871685028076172 (2.9009439728476782) | > loss_kl: 2.873211145401001 (2.714174682443792) | > loss_feat: 5.567036151885986 (6.754849520596591) | > loss_mel: 19.017261505126953 (18.819114685058594) | > loss_duration: 2.4467267990112305 (2.337251294742931) | > loss_1: 32.77592086791992 (33.52633441578258)  --> STEP: 12 | > loss_disc: 2.321826934814453 (2.4453280170758567) | > loss_disc_real_0: 0.113194540143013 (0.1596748661249876) | > loss_disc_real_1: 0.2965247631072998 (0.2562684218088786) | > loss_disc_real_2: 0.2864663004875183 (0.3118048384785652) | > loss_disc_real_3: 0.2873011827468872 (0.294772004087766) | > loss_disc_real_4: 0.1747589111328125 (0.253756628682216) | > loss_disc_real_5: 0.18023036420345306 (0.2814959039290746) | > loss_0: 2.321826934814453 (2.4453280170758567) | > loss_gen: 2.654951572418213 (2.880444606145223) | > loss_kl: 2.1651666164398193 (2.6684240102767944) | > loss_feat: 7.601959705352783 (6.82544203599294) | > loss_mel: 18.833017349243164 (18.820273240407307) | > loss_duration: 2.202252149581909 (2.3260013659795127) | > loss_1: 33.45734786987305 (33.52058553695678)  --> STEP: 13 | > loss_disc: 2.5312814712524414 (2.451939821243286) | > loss_disc_real_0: 0.1869143545627594 (0.1617702113894316) | > loss_disc_real_1: 0.1818726807832718 (0.2505456724992165) | > loss_disc_real_2: 0.36942845582962036 (0.3162374244286464) | > loss_disc_real_3: 0.3654736578464508 (0.3002105928384341) | > loss_disc_real_4: 0.2283625602722168 (0.25180323880452377) | > loss_disc_real_5: 0.26318833231925964 (0.2800876291898581) | > loss_0: 2.5312814712524414 (2.451939821243286) | > loss_gen: 2.9281375408172607 (2.8841132934276876) | > loss_kl: 2.8917136192321777 (2.685600134042593) | > loss_feat: 9.424417495727539 (7.025363225203294) | > loss_mel: 17.27947425842285 (18.701750241793118) | > loss_duration: 2.16892147064209 (2.3139182971074033) | > loss_1: 34.692665100097656 (33.61074550335223)  --> STEP: 14 | > loss_disc: 2.6883716583251953 (2.4688278096062795) | > loss_disc_real_0: 0.2664642930030823 (0.16924836007612093) | > loss_disc_real_1: 0.25786128640174866 (0.25106821634939736) | > loss_disc_real_2: 0.3662240505218506 (0.3198078977210181) | > loss_disc_real_3: 0.2970137894153595 (0.2999822497367859) | > loss_disc_real_4: 0.3139182925224304 (0.2562400283558028) | > loss_disc_real_5: 0.3157126307487488 (0.28263227215835024) | > loss_0: 2.6883716583251953 (2.4688278096062795) | > loss_gen: 3.15523099899292 (2.903478843825204) | > loss_kl: 2.9792399406433105 (2.706574405942644) | > loss_feat: 7.46248722076416 (7.056586367743356) | > loss_mel: 18.66530418395996 (18.699146951947892) | > loss_duration: 2.3470985889434814 (2.316288317952837) | > loss_1: 34.60935974121094 (33.682075091770706)  --> STEP: 15 | > loss_disc: 2.468052387237549 (2.4687761147816976) | > loss_disc_real_0: 0.18529900908470154 (0.17031840334335963) | > loss_disc_real_1: 0.3940425217151642 (0.2605998367071151) | > loss_disc_real_2: 0.20421507954597473 (0.3121017098426819) | > loss_disc_real_3: 0.31974896788597107 (0.3013000309467316) | > loss_disc_real_4: 0.28945574164390564 (0.2584544092416763) | > loss_disc_real_5: 0.34124425053596497 (0.28653973738352456) | > loss_0: 2.468052387237549 (2.4687761147816976) | > loss_gen: 3.212506055831909 (2.924080657958984) | > loss_kl: 3.2018659114837646 (2.739593839645386) | > loss_feat: 7.596108436584473 (7.092554505666097) | > loss_mel: 20.347177505493164 (18.809015655517577) | > loss_duration: 2.3030030727386475 (2.315402634938558) | > loss_1: 36.66065979003906 (33.88064740498859)  --> STEP: 16 | > loss_disc: 2.5748705863952637 (2.4754070192575455) | > loss_disc_real_0: 0.24571910500526428 (0.17503094719722867) | > loss_disc_real_1: 0.24811764061450958 (0.25981969945132727) | > loss_disc_real_2: 0.3823813796043396 (0.3164941892027855) | > loss_disc_real_3: 0.425279825925827 (0.30904876813292503) | > loss_disc_real_4: 0.2695501446723938 (0.2591478927060961) | > loss_disc_real_5: 0.26332220435142517 (0.28508864156901836) | > loss_0: 2.5748705863952637 (2.4754070192575455) | > loss_gen: 3.169187068939209 (2.9393998086452484) | > loss_kl: 2.5796847343444824 (2.7295995205640793) | > loss_feat: 8.487114906311035 (7.179714530706406) | > loss_mel: 17.277620315551758 (18.713303446769714) | > loss_duration: 2.3199315071105957 (2.3156856894493103) | > loss_1: 33.83353805541992 (33.87770307064055)  --> STEP: 17 | > loss_disc: 2.4955086708068848 (2.476589469348683) | > loss_disc_real_0: 0.11423448473215103 (0.17145468469928293) | > loss_disc_real_1: 0.29016172885894775 (0.2616045247105991) | > loss_disc_real_2: 0.41240236163139343 (0.3221358464044683) | > loss_disc_real_3: 0.30636775493621826 (0.30889106147429524) | > loss_disc_real_4: 0.29064831137657166 (0.26100085851024174) | > loss_disc_real_5: 0.34926626086235046 (0.28886379564509673) | > loss_0: 2.4955086708068848 (2.476589469348683) | > loss_gen: 3.199437141418457 (2.95469612233779) | > loss_kl: 2.134509563446045 (2.6945942289689007) | > loss_feat: 7.218101978302002 (7.181972615859088) | > loss_mel: 18.18906021118164 (18.68246560938218) | > loss_duration: 2.375981092453003 (2.3192324778612923) | > loss_1: 33.117088317871094 (33.832961026359996)  --> STEP: 18 | > loss_disc: 2.2947535514831543 (2.4664874739117093) | > loss_disc_real_0: 0.14230594038963318 (0.1698353100154135) | > loss_disc_real_1: 0.26046568155288696 (0.2615412556462817) | > loss_disc_real_2: 0.27561935782432556 (0.31955159703890484) | > loss_disc_real_3: 0.2567408084869385 (0.30599382519721985) | > loss_disc_real_4: 0.2268030196428299 (0.2591009785731633) | > loss_disc_real_5: 0.22459298372268677 (0.28529319498274064) | > loss_0: 2.2947535514831543 (2.4664874739117093) | > loss_gen: 3.0997581481933594 (2.9627551237742105) | > loss_kl: 3.137124538421631 (2.719179246160719) | > loss_feat: 8.858972549438477 (7.27513927883572) | > loss_mel: 19.463180541992188 (18.725838661193848) | > loss_duration: 2.279580593109131 (2.317029595375061) | > loss_1: 36.83861541748047 (33.999941825866685)  --> STEP: 19 | > loss_disc: 2.4785776138305664 (2.4671237970653332) | > loss_disc_real_0: 0.17287549376487732 (0.1699953196864379) | > loss_disc_real_1: 0.2881580889225006 (0.26294214160818796) | > loss_disc_real_2: 0.3501966893672943 (0.32116449663513585) | > loss_disc_real_3: 0.2587479054927826 (0.3035071978443547) | > loss_disc_real_4: 0.27635622024536133 (0.26000914918748946) | > loss_disc_real_5: 0.25984519720077515 (0.28395382667842667) | > loss_0: 2.4785776138305664 (2.4671237970653332) | > loss_gen: 2.838217258453369 (2.95620049928364) | > loss_kl: 1.8758255243301392 (2.674792208169636) | > loss_feat: 6.584404468536377 (7.238784815135755) | > loss_mel: 18.909805297851562 (18.73552111575478) | > loss_duration: 2.343012571334839 (2.3183971204255758) | > loss_1: 32.551265716552734 (33.92369571485016)  --> STEP: 20 | > loss_disc: 2.629615545272827 (2.475248384475708) | > loss_disc_real_0: 0.22361335158348083 (0.17267622128129007) | > loss_disc_real_1: 0.3082975149154663 (0.2652099102735519) | > loss_disc_real_2: 0.26880398392677307 (0.3185464709997177) | > loss_disc_real_3: 0.38752391934394836 (0.3077080339193344) | > loss_disc_real_4: 0.2652141749858856 (0.26026940047740926) | > loss_disc_real_5: 0.3115689158439636 (0.2853345811367035) | > loss_0: 2.629615545272827 (2.475248384475708) | > loss_gen: 2.9949140548706055 (2.9581361770629884) | > loss_kl: 2.0320873260498047 (2.6426569640636446) | > loss_feat: 5.701221942901611 (7.161906671524048) | > loss_mel: 19.269060134887695 (18.762198066711427) | > loss_duration: 2.3489670753479004 (2.319925618171692) | > loss_1: 32.34625244140625 (33.84482355117797)  --> STEP: 21 | > loss_disc: 2.6745896339416504 (2.484740824926467) | > loss_disc_real_0: 0.24462834000587463 (0.1761025126491274) | > loss_disc_real_1: 0.24275065958499908 (0.2641404221455256) | > loss_disc_real_2: 0.4088371992111206 (0.322846029485975) | > loss_disc_real_3: 0.3723340928554535 (0.3107854652972448) | > loss_disc_real_4: 0.24120105803012848 (0.2593613841703959) | > loss_disc_real_5: 0.3148612976074219 (0.28674061525435673) | > loss_0: 2.6745896339416504 (2.484740824926467) | > loss_gen: 2.9120986461639404 (2.955943913686843) | > loss_kl: 2.948986053466797 (2.6572440635590326) | > loss_feat: 6.696267127990723 (7.139733359927223) | > loss_mel: 17.0452880859375 (18.680440448579333) | > loss_duration: 2.1727681159973145 (2.31291811806815) | > loss_1: 31.775405883789062 (33.74627985273088)  --> STEP: 22 | > loss_disc: 2.6602330207824707 (2.492717742919922) | > loss_disc_real_0: 0.3212587237358093 (0.1827005222439766) | > loss_disc_real_1: 0.2646402418613434 (0.2641631412235173) | > loss_disc_real_2: 0.32322216033935547 (0.3228631263429469) | > loss_disc_real_3: 0.24655066430568695 (0.3078657016158104) | > loss_disc_real_4: 0.24361300468444824 (0.25864554873921647) | > loss_disc_real_5: 0.2948494553565979 (0.28710919889536773) | > loss_0: 2.6602330207824707 (2.492717742919922) | > loss_gen: 2.7670116424560547 (2.9473560831763526) | > loss_kl: 2.410215377807617 (2.6460154869339685) | > loss_feat: 8.249810218811035 (7.1901913989673965) | > loss_mel: 19.30480194091797 (18.70882051641291) | > loss_duration: 2.1795578002929688 (2.3068562854420054) | > loss_1: 34.911399841308594 (33.799239852211684)  --> STEP: 23 | > loss_disc: 2.3891358375549316 (2.488214181817096) | > loss_disc_real_0: 0.26755502820014954 (0.18638984858989716) | > loss_disc_real_1: 0.24241112172603607 (0.2632174012453659) | > loss_disc_real_2: 0.2503511607646942 (0.3197104321873707) | > loss_disc_real_3: 0.2905827462673187 (0.30711426877457165) | > loss_disc_real_4: 0.24782414734363556 (0.2581750530263651) | > loss_disc_real_5: 0.3187137842178345 (0.2884833113006924) | > loss_0: 2.3891358375549316 (2.488214181817096) | > loss_gen: 3.377718448638916 (2.9660674903703774) | > loss_kl: 2.2414162158966064 (2.6284242142801704) | > loss_feat: 9.306807518005371 (7.282218186751656) | > loss_mel: 16.856584548950195 (18.628288517827574) | > loss_duration: 2.2801737785339355 (2.3056961764460024) | > loss_1: 34.06269836425781 (33.81069457012673)  --> STEP: 24 | > loss_disc: 2.382927894592285 (2.4838272531827292) | > loss_disc_real_0: 0.1578770875930786 (0.18520181688169637) | > loss_disc_real_1: 0.2403661012649536 (0.26226526374618203) | > loss_disc_real_2: 0.3463427424430847 (0.3208201117813588) | > loss_disc_real_3: 0.25934940576553345 (0.3051240661491951) | > loss_disc_real_4: 0.2467380315065384 (0.257698510463039) | > loss_disc_real_5: 0.341782808303833 (0.29070412367582327) | > loss_0: 2.382927894592285 (2.4838272531827292) | > loss_gen: 3.0928304195404053 (2.971349279085795) | > loss_kl: 2.5366992950439453 (2.6246023426453275) | > loss_feat: 6.827644348144531 (7.263277610143025) | > loss_mel: 17.365962982177734 (18.57569162050883) | > loss_duration: 2.4482054710388184 (2.311634063720703) | > loss_1: 32.27134323120117 (33.74655493100483)  --> STEP: 25 | > loss_disc: 2.0508100986480713 (2.4665065670013426) | > loss_disc_real_0: 0.15754687786102295 (0.18409561932086946) | > loss_disc_real_1: 0.252373605966568 (0.2618695974349975) | > loss_disc_real_2: 0.24719594419002533 (0.3178751450777055) | > loss_disc_real_3: 0.20472165942192078 (0.3011079698801041) | > loss_disc_real_4: 0.17812201380729675 (0.2545154505968093) | > loss_disc_real_5: 0.1858268678188324 (0.28650903344154366) | > loss_0: 2.0508100986480713 (2.4665065670013426) | > loss_gen: 3.180009603500366 (2.979695692062378) | > loss_kl: 2.725414514541626 (2.628634829521179) | > loss_feat: 9.214190483093262 (7.341314125061035) | > loss_mel: 18.375959396362305 (18.567702331542968) | > loss_duration: 2.3172473907470703 (2.3118585968017578) | > loss_1: 35.81282043457031 (33.82920555114745)  --> STEP: 26 | > loss_disc: 2.6206278800964355 (2.4724343098126926) | > loss_disc_real_0: 0.2261834442615509 (0.18571438181858796) | > loss_disc_real_1: 0.24151615798473358 (0.26108677284075654) | > loss_disc_real_2: 0.3230094015598297 (0.31807261648086416) | > loss_disc_real_3: 0.37787485122680664 (0.3040605422395926) | > loss_disc_real_4: 0.1855207234621048 (0.2518618072454745) | > loss_disc_real_5: 0.5071275234222412 (0.29499435997926277) | > loss_0: 2.6206278800964355 (2.4724343098126926) | > loss_gen: 3.8354122638702393 (3.0126078679011417) | > loss_kl: 2.0463814735412598 (2.6062404696757975) | > loss_feat: 15.663376808166504 (7.66139345902663) | > loss_mel: 16.662324905395508 (18.49441858438345) | > loss_duration: 2.3220551013946533 (2.3122507700553308) | > loss_1: 40.5295524597168 (34.086911201477044) --> EVAL PERFORMANCE | > avg_loader_time: 0.002585741189809946 (+0.0001553388742300179) | > avg_loss_disc: 2.4724343098126926 (+0.08919624640391444) | > avg_loss_disc_real_0: 0.18571438181858796 (+0.00854985530559832) | > avg_loss_disc_real_1: 0.26108677284075654 (+0.07826030454956559) | > avg_loss_disc_real_2: 0.31807261648086416 (+0.11237085438691669) | > avg_loss_disc_real_3: 0.3040605422395926 (+0.05676619823162374) | > avg_loss_disc_real_4: 0.2518618072454745 (+0.014216600129237478) | > avg_loss_disc_real_5: 0.29499435997926277 (+0.053062768509754804) | > avg_loss_0: 2.4724343098126926 (+0.08919624640391444) | > avg_loss_gen: 3.0126078679011417 (+0.5411635178786063) | > avg_loss_kl: 2.6062404696757975 (+0.06100583076477051) | > avg_loss_feat: 7.66139345902663 (+0.7878826764913711) | > avg_loss_mel: 18.49441858438345 (+0.9131737122168921) | > avg_loss_duration: 2.3122507700553308 (+0.012084098962637402) | > avg_loss_1: 34.086911201477044 (+2.3153102581317526)  > EPOCH: 349/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:21:21)   --> TIME: 2024-06-11 06:21:23 -- STEP: 4/330 -- GLOBAL_STEP: 203175 | > loss_disc: 2.211763858795166 (2.3039814233779907) | > loss_disc_real_0: 0.11820795387029648 (0.08831158466637135) | > loss_disc_real_1: 0.15403705835342407 (0.19560952484607697) | > loss_disc_real_2: 0.1746620237827301 (0.20759111642837524) | > loss_disc_real_3: 0.20096996426582336 (0.24393760785460472) | > loss_disc_real_4: 0.20259937644004822 (0.22685310244560242) | > loss_disc_real_5: 0.2052762359380722 (0.2446696124970913) | > loss_0: 2.211763858795166 (2.3039814233779907) | > grad_norm_0: tensor(9.0487, device='cuda:0') (tensor(9.9021, device='cuda:0')) | > loss_gen: 2.6493616104125977 (2.493483304977417) | > loss_kl: 2.12678599357605 (1.811307966709137) | > loss_feat: 7.545322418212891 (7.0053534507751465) | > loss_mel: 18.99028968811035 (19.049108028411865) | > loss_duration: 2.2334842681884766 (2.229935050010681) | > loss_1: 33.54524230957031 (32.58918762207031) | > grad_norm_1: tensor(206.6553, device='cuda:0') (tensor(174.6868, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3728 (0.3626514673233032) | > loader_time: 0.003 (0.0030100345611572266)  --> TIME: 2024-06-11 06:21:32 -- STEP: 29/330 -- GLOBAL_STEP: 203200 | > loss_disc: 2.227478504180908 (2.2951981116985447) | > loss_disc_real_0: 0.121178537607193 (0.10439945243555925) | > loss_disc_real_1: 0.18841910362243652 (0.20067596178630304) | > loss_disc_real_2: 0.22892217338085175 (0.21556707548684087) | > loss_disc_real_3: 0.2360379695892334 (0.22422422263129005) | > loss_disc_real_4: 0.23656141757965088 (0.22396251867557393) | > loss_disc_real_5: 0.20886331796646118 (0.21924970787146997) | > loss_0: 2.227478504180908 (2.2951981116985447) | > grad_norm_0: tensor(22.2005, device='cuda:0') (tensor(12.8879, device='cuda:0')) | > loss_gen: 2.6328725814819336 (2.5507122730386667) | > loss_kl: 2.0249204635620117 (1.8593757645837192) | > loss_feat: 6.878403663635254 (7.146344793253932) | > loss_mel: 18.847381591796875 (18.36470965681405) | > loss_duration: 2.035310745239258 (2.084641493599991) | > loss_1: 32.41889190673828 (32.00578387030239) | > grad_norm_1: tensor(223.2567, device='cuda:0') (tensor(151.2786, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3821 (0.365552359613879) | > loader_time: 0.004 (0.0034489796079438307)  --> TIME: 2024-06-11 06:21:42 -- STEP: 54/330 -- GLOBAL_STEP: 203225 | > loss_disc: 2.3721015453338623 (2.320885781888609) | > loss_disc_real_0: 0.09492728859186172 (0.10767251460088624) | > loss_disc_real_1: 0.20622366666793823 (0.2015530809208199) | > loss_disc_real_2: 0.20545463263988495 (0.2154910876243203) | > loss_disc_real_3: 0.20220626890659332 (0.22499034608955737) | > loss_disc_real_4: 0.18846440315246582 (0.22578647622355708) | > loss_disc_real_5: 0.177269846200943 (0.21901559112248598) | > loss_0: 2.3721015453338623 (2.320885781888609) | > grad_norm_0: tensor(4.9802, device='cuda:0') (tensor(14.8621, device='cuda:0')) | > loss_gen: 2.550055980682373 (2.540340463320414) | > loss_kl: 1.7506954669952393 (1.8508242390773915) | > loss_feat: 7.860741138458252 (7.239281195181388) | > loss_mel: 19.293806076049805 (18.364539676242394) | > loss_duration: 1.9987657070159912 (2.0512033700942998) | > loss_1: 33.454063415527344 (32.04618888431124) | > grad_norm_1: tensor(130.8884, device='cuda:0') (tensor(177.1427, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3585 (0.3711811833911472) | > loader_time: 0.0035 (0.0035685433281792533)  --> TIME: 2024-06-11 06:21:51 -- STEP: 79/330 -- GLOBAL_STEP: 203250 | > loss_disc: 2.2140493392944336 (2.3184355210654335) | > loss_disc_real_0: 0.10386761277914047 (0.10924644598478003) | > loss_disc_real_1: 0.17456264793872833 (0.20174730125861828) | > loss_disc_real_2: 0.20259134471416473 (0.2145110274417491) | > loss_disc_real_3: 0.20515991747379303 (0.2263302887919583) | > loss_disc_real_4: 0.2007770836353302 (0.22499182593973377) | > loss_disc_real_5: 0.21398106217384338 (0.21678906716877902) | > loss_0: 2.2140493392944336 (2.3184355210654335) | > grad_norm_0: tensor(10.3043, device='cuda:0') (tensor(16.4664, device='cuda:0')) | > loss_gen: 2.5595526695251465 (2.540785964531234) | > loss_kl: 1.8495811223983765 (1.861768680282786) | > loss_feat: 7.866001605987549 (7.288436563709114) | > loss_mel: 18.542850494384766 (18.388036269175856) | > loss_duration: 1.9929685592651367 (2.039493802227551) | > loss_1: 32.81095504760742 (32.118521074705484) | > grad_norm_1: tensor(152.2864, device='cuda:0') (tensor(210.4156, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3566 (0.3659359684473352) | > loader_time: 0.0036 (0.003600932374785218)  --> TIME: 2024-06-11 06:22:01 -- STEP: 104/330 -- GLOBAL_STEP: 203275 | > loss_disc: 2.2782723903656006 (2.3114119286720562) | > loss_disc_real_0: 0.16876903176307678 (0.11055034789471672) | > loss_disc_real_1: 0.2443515509366989 (0.20174242369830606) | > loss_disc_real_2: 0.21771346032619476 (0.21215045910615188) | > loss_disc_real_3: 0.22024744749069214 (0.22511494933412626) | > loss_disc_real_4: 0.21522699296474457 (0.22385446168482304) | > loss_disc_real_5: 0.19973906874656677 (0.21455202681513932) | > loss_0: 2.2782723903656006 (2.3114119286720562) | > grad_norm_0: tensor(40.1510, device='cuda:0') (tensor(17.3614, device='cuda:0')) | > loss_gen: 2.7332074642181396 (2.5472088639552775) | > loss_kl: 1.7779550552368164 (1.862936062308458) | > loss_feat: 8.210270881652832 (7.308100805832789) | > loss_mel: 18.464975357055664 (18.35262161034804) | > loss_duration: 2.0752782821655273 (2.0378731729892583) | > loss_1: 33.261688232421875 (32.10874027472276) | > grad_norm_1: tensor(343.5641, device='cuda:0') (tensor(219.9888, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3578 (0.3679153346098386) | > loader_time: 0.0038 (0.0036247556026165304)  --> TIME: 2024-06-11 06:22:10 -- STEP: 129/330 -- GLOBAL_STEP: 203300 | > loss_disc: 2.3597657680511475 (2.316759466200835) | > loss_disc_real_0: 0.08212621510028839 (0.1119070879306442) | > loss_disc_real_1: 0.19160333275794983 (0.19990382776703944) | > loss_disc_real_2: 0.1745000183582306 (0.21246996475744617) | > loss_disc_real_3: 0.26017266511917114 (0.22586413293845894) | > loss_disc_real_4: 0.23626412451267242 (0.22382714593595313) | > loss_disc_real_5: 0.2090718299150467 (0.21519543888957002) | > loss_0: 2.3597657680511475 (2.316759466200835) | > grad_norm_0: tensor(20.1797, device='cuda:0') (tensor(20.0687, device='cuda:0')) | > loss_gen: 2.6111977100372314 (2.5512108525564505) | > loss_kl: 1.7870646715164185 (1.859077905499658) | > loss_feat: 7.107292652130127 (7.327913010767264) | > loss_mel: 18.610811233520508 (18.37192016424135) | > loss_duration: 2.024735927581787 (2.038098876790483) | > loss_1: 32.1411018371582 (32.1482205649679) | > grad_norm_1: tensor(122.2066, device='cuda:0') (tensor(234.0629, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3759 (0.36768658401430115) | > loader_time: 0.0039 (0.0037037642427193104)  --> TIME: 2024-06-11 06:22:20 -- STEP: 154/330 -- GLOBAL_STEP: 203325 | > loss_disc: 2.2654385566711426 (2.324753789158609) | > loss_disc_real_0: 0.11889012902975082 (0.11370664319725006) | > loss_disc_real_1: 0.16888631880283356 (0.20007783135810447) | > loss_disc_real_2: 0.20911800861358643 (0.21209044057827492) | > loss_disc_real_3: 0.2446965128183365 (0.22643378009269763) | > loss_disc_real_4: 0.21889300644397736 (0.22542058115268682) | > loss_disc_real_5: 0.1795051544904709 (0.21727087590601538) | > loss_0: 2.2654385566711426 (2.324753789158609) | > grad_norm_0: tensor(22.7482, device='cuda:0') (tensor(22.1346, device='cuda:0')) | > loss_gen: 2.5074098110198975 (2.5463394545889524) | > loss_kl: 1.8569066524505615 (1.8584485185610784) | > loss_feat: 7.446148872375488 (7.306119825932886) | > loss_mel: 18.537172317504883 (18.36343232687417) | > loss_duration: 2.035813331604004 (2.039944983147956) | > loss_1: 32.383453369140625 (32.11428488694227) | > grad_norm_1: tensor(373.6590, device='cuda:0') (tensor(245.9428, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.3763 (0.3697890569637348) | > loader_time: 0.0056 (0.0038064098977423333)  --> TIME: 2024-06-11 06:22:30 -- STEP: 179/330 -- GLOBAL_STEP: 203350 | > loss_disc: 2.3484110832214355 (2.326307945411298) | > loss_disc_real_0: 0.0918223112821579 (0.11462365804687559) | > loss_disc_real_1: 0.17477020621299744 (0.20029477283941294) | > loss_disc_real_2: 0.20931974053382874 (0.21251408664207885) | > loss_disc_real_3: 0.23832468688488007 (0.22649205796545444) | > loss_disc_real_4: 0.2519686222076416 (0.225369275032475) | > loss_disc_real_5: 0.2760758697986603 (0.2169338067650129) | > loss_0: 2.3484110832214355 (2.326307945411298) | > grad_norm_0: tensor(22.5881, device='cuda:0') (tensor(21.0645, device='cuda:0')) | > loss_gen: 2.5416579246520996 (2.5424767672682593) | > loss_kl: 1.9656111001968384 (1.8631611662870013) | > loss_feat: 7.42078161239624 (7.289776503706777) | > loss_mel: 17.83796501159668 (18.303458687979415) | > loss_duration: 2.0968265533447266 (2.045697146953818) | > loss_1: 31.862842559814453 (32.044570081060805) | > grad_norm_1: tensor(81.7540, device='cuda:0') (tensor(232.2132, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.4029 (0.37308507525055085) | > loader_time: 0.005 (0.003953225119819854)  --> TIME: 2024-06-11 06:22:40 -- STEP: 204/330 -- GLOBAL_STEP: 203375 | > loss_disc: 2.333974599838257 (2.3264597186855234) | > loss_disc_real_0: 0.1039145290851593 (0.11537335106336019) | > loss_disc_real_1: 0.18186427652835846 (0.19983156507506084) | > loss_disc_real_2: 0.20691969990730286 (0.21271642465509621) | > loss_disc_real_3: 0.2325265109539032 (0.22632066182353916) | > loss_disc_real_4: 0.22959528863430023 (0.22526601263705423) | > loss_disc_real_5: 0.2335018366575241 (0.21677028950230748) | > loss_0: 2.333974599838257 (2.3264597186855234) | > grad_norm_0: tensor(13.2896, device='cuda:0') (tensor(21.0014, device='cuda:0')) | > loss_gen: 2.6482553482055664 (2.536173143807577) | > loss_kl: 1.995078682899475 (1.8697440630080653) | > loss_feat: 8.469409942626953 (7.301464938649945) | > loss_mel: 18.88035774230957 (18.29384771982827) | > loss_duration: 2.043515205383301 (2.05258415142695) | > loss_1: 34.036617279052734 (32.05381381277942) | > grad_norm_1: tensor(47.1031, device='cuda:0') (tensor(230.0879, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.4067 (0.37646548771390714) | > loader_time: 0.0048 (0.004089149774289599)  --> TIME: 2024-06-11 06:22:50 -- STEP: 229/330 -- GLOBAL_STEP: 203400 | > loss_disc: 2.339264154434204 (2.3274126261082277) | > loss_disc_real_0: 0.06253735721111298 (0.11604003831093489) | > loss_disc_real_1: 0.13688011467456818 (0.1999008658150918) | > loss_disc_real_2: 0.17840206623077393 (0.2127782723919273) | > loss_disc_real_3: 0.18827755749225616 (0.22657855805090943) | > loss_disc_real_4: 0.21232475340366364 (0.22518976950228994) | > loss_disc_real_5: 0.19849538803100586 (0.21687024870814195) | > loss_0: 2.339264154434204 (2.3274126261082277) | > grad_norm_0: tensor(32.1360, device='cuda:0') (tensor(23.3933, device='cuda:0')) | > loss_gen: 2.3337838649749756 (2.535101258598559) | > loss_kl: 1.9600579738616943 (1.8724902519492603) | > loss_feat: 7.575607776641846 (7.300688964310692) | > loss_mel: 18.79758644104004 (18.252131799422997) | > loss_duration: 2.140143871307373 (2.0599639676023243) | > loss_1: 32.80717849731445 (32.020376030534614) | > grad_norm_1: tensor(393.3828, device='cuda:0') (tensor(244.0658, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.4132 (0.37957899435118286) | > loader_time: 0.0053 (0.004221229053480658)  --> TIME: 2024-06-11 06:23:01 -- STEP: 254/330 -- GLOBAL_STEP: 203425 | > loss_disc: 2.3788881301879883 (2.329684905179842) | > loss_disc_real_0: 0.08469781279563904 (0.11645181248272497) | > loss_disc_real_1: 0.18339622020721436 (0.19994086496473293) | > loss_disc_real_2: 0.2320176362991333 (0.21283396397988627) | > loss_disc_real_3: 0.2450944185256958 (0.22679685202874536) | > loss_disc_real_4: 0.26599639654159546 (0.2258389265987817) | > loss_disc_real_5: 0.24784502387046814 (0.2171714728272806) | > loss_0: 2.3788881301879883 (2.329684905179842) | > grad_norm_0: tensor(21.2315, device='cuda:0') (tensor(25.0884, device='cuda:0')) | > loss_gen: 2.707714080810547 (2.5383910607165223) | > loss_kl: 1.8715449571609497 (1.8760354406251682) | > loss_feat: 7.8676438331604 (7.3065546591450845) | > loss_mel: 17.74894142150879 (18.214397475475383) | > loss_duration: 2.0884299278259277 (2.0663433328388225) | > loss_1: 32.28427505493164 (32.00172178013114) | > grad_norm_1: tensor(371.7807, device='cuda:0') (tensor(255.5413, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.4568 (0.3837967181768942) | > loader_time: 0.0061 (0.004354563285046677)  --> TIME: 2024-06-11 06:23:12 -- STEP: 279/330 -- GLOBAL_STEP: 203450 | > loss_disc: 2.3867568969726562 (2.333045035707481) | > loss_disc_real_0: 0.07330776751041412 (0.11805016695651957) | > loss_disc_real_1: 0.24966023862361908 (0.20037823215821304) | > loss_disc_real_2: 0.2513681948184967 (0.21304675920676158) | > loss_disc_real_3: 0.22143526375293732 (0.22673046620943219) | > loss_disc_real_4: 0.20787419378757477 (0.22511007660819637) | > loss_disc_real_5: 0.19355246424674988 (0.21670276391249835) | > loss_0: 2.3867568969726562 (2.333045035707481) | > grad_norm_0: tensor(48.0485, device='cuda:0') (tensor(27.2570, device='cuda:0')) | > loss_gen: 2.3680217266082764 (2.5350430028840187) | > loss_kl: 2.1232306957244873 (1.8841557895838146) | > loss_feat: 6.9484663009643555 (7.297940175593112) | > loss_mel: 16.98741340637207 (18.16235755592262) | > loss_duration: 2.155010938644409 (2.075026135290821) | > loss_1: 30.582141876220703 (31.95452251229231) | > grad_norm_1: tensor(356.1240, device='cuda:0') (tensor(268.3200, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.4623 (0.3886886001915059) | > loader_time: 0.0061 (0.004503167231023098)  --> TIME: 2024-06-11 06:23:25 -- STEP: 304/330 -- GLOBAL_STEP: 203475 | > loss_disc: 2.563542366027832 (2.3387300466236303) | > loss_disc_real_0: 0.14310681819915771 (0.1184192133307653) | > loss_disc_real_1: 0.19691869616508484 (0.20180038499989003) | > loss_disc_real_2: 0.1984768658876419 (0.21345324750597539) | > loss_disc_real_3: 0.23483262956142426 (0.22741912442602613) | > loss_disc_real_4: 0.2050011157989502 (0.22574096177949718) | > loss_disc_real_5: 0.2251603901386261 (0.21721789525135568) | > loss_0: 2.563542366027832 (2.3387300466236303) | > grad_norm_0: tensor(31.2691, device='cuda:0') (tensor(27.0385, device='cuda:0')) | > loss_gen: 2.2467901706695557 (2.52886195245542) | > loss_kl: 2.029696464538574 (1.8917836244953306) | > loss_feat: 7.253242492675781 (7.299229391311345) | > loss_mel: 16.701889038085938 (18.116511693126256) | > loss_duration: 2.2248404026031494 (2.0854234538580214) | > loss_1: 30.456459045410156 (31.921809999566293) | > grad_norm_1: tensor(240.4833, device='cuda:0') (tensor(273.8845, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.4891 (0.39570893504117666) | > loader_time: 0.007 (0.004695345696650054)  --> TIME: 2024-06-11 06:23:55 -- STEP: 329/330 -- GLOBAL_STEP: 203500 | > loss_disc: 2.473522186279297 (2.339617832815756) | > loss_disc_real_0: 0.1374794840812683 (0.11912472334359192) | > loss_disc_real_1: 0.19963353872299194 (0.2019208400626313) | > loss_disc_real_2: 0.2517673671245575 (0.2136788903579886) | > loss_disc_real_3: 0.22653000056743622 (0.22690795425404897) | > loss_disc_real_4: 0.21273963153362274 (0.22536261778290873) | > loss_disc_real_5: 0.1740485578775406 (0.21682135747196465) | > loss_0: 2.473522186279297 (2.339617832815756) | > grad_norm_0: tensor(7.5380, device='cuda:0') (tensor(27.1046, device='cuda:0')) | > loss_gen: 2.435626983642578 (2.526938019552491) | > loss_kl: 2.1659014225006104 (1.901924270626984) | > loss_feat: 10.902828216552734 (7.408757648931811) | > loss_mel: 18.418685913085938 (18.099795318302018) | > loss_duration: 2.2769100666046143 (2.099452134686036) | > loss_1: 36.199951171875 (32.03686728665891) | > grad_norm_1: tensor(206.9157, device='cuda:0') (tensor(279.6544, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 15.6776 (0.45568722504612885) | > loader_time: 0.0358 (0.005182916994877498) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_203500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.45544695854187 (2.45544695854187) | > loss_disc_real_0: 0.10869985818862915 (0.10869985818862915) | > loss_disc_real_1: 0.200552299618721 (0.200552299618721) | > loss_disc_real_2: 0.22422195971012115 (0.22422195971012115) | > loss_disc_real_3: 0.2783227264881134 (0.2783227264881134) | > loss_disc_real_4: 0.2655484974384308 (0.2655484974384308) | > loss_disc_real_5: 0.28990939259529114 (0.28990939259529114) | > loss_0: 2.45544695854187 (2.45544695854187) | > loss_gen: 2.3706345558166504 (2.3706345558166504) | > loss_kl: 1.5174907445907593 (1.5174907445907593) | > loss_feat: 6.160000801086426 (6.160000801086426) | > loss_mel: 16.858394622802734 (16.858394622802734) | > loss_duration: 2.990999221801758 (2.990999221801758) | > loss_1: 29.897520065307617 (29.897520065307617)  --> STEP: 1 | > loss_disc: 2.2553322315216064 (2.2553322315216064) | > loss_disc_real_0: 0.11768430471420288 (0.11768430471420288) | > loss_disc_real_1: 0.2023954689502716 (0.2023954689502716) | > loss_disc_real_2: 0.18413329124450684 (0.18413329124450684) | > loss_disc_real_3: 0.23728930950164795 (0.23728930950164795) | > loss_disc_real_4: 0.26822131872177124 (0.26822131872177124) | > loss_disc_real_5: 0.23010887205600739 (0.23010887205600739) | > loss_0: 2.2553322315216064 (2.2553322315216064) | > loss_gen: 2.4997663497924805 (2.4997663497924805) | > loss_kl: 2.1487560272216797 (2.1487560272216797) | > loss_feat: 6.5409345626831055 (6.5409345626831055) | > loss_mel: 18.105043411254883 (18.105043411254883) | > loss_duration: 2.4694557189941406 (2.4694557189941406) | > loss_1: 31.763957977294922 (31.763957977294922)  --> STEP: 2 | > loss_disc: 2.47281551361084 (2.364073872566223) | > loss_disc_real_0: 0.11010457575321198 (0.11389444023370743) | > loss_disc_real_1: 0.23348042368888855 (0.21793794631958008) | > loss_disc_real_2: 0.2828291952610016 (0.2334812432527542) | > loss_disc_real_3: 0.2982737720012665 (0.2677815407514572) | > loss_disc_real_4: 0.3343697786331177 (0.30129554867744446) | > loss_disc_real_5: 0.3202815651893616 (0.2751952186226845) | > loss_0: 2.47281551361084 (2.364073872566223) | > loss_gen: 2.551631212234497 (2.5256987810134888) | > loss_kl: 2.426079750061035 (2.2874178886413574) | > loss_feat: 5.472714424133301 (6.006824493408203) | > loss_mel: 17.544740676879883 (17.824892044067383) | > loss_duration: 2.397487163543701 (2.433471441268921) | > loss_1: 30.392654418945312 (31.078306198120117)  --> STEP: 3 | > loss_disc: 2.274104118347168 (2.3340839544932046) | > loss_disc_real_0: 0.07737988233566284 (0.10172292093435924) | > loss_disc_real_1: 0.14240151643753052 (0.19275913635889688) | > loss_disc_real_2: 0.22538359463214874 (0.2307820270458857) | > loss_disc_real_3: 0.2959003448486328 (0.27715447545051575) | > loss_disc_real_4: 0.31309789419174194 (0.30522966384887695) | > loss_disc_real_5: 0.28950071334838867 (0.2799637168645859) | > loss_0: 2.274104118347168 (2.3340839544932046) | > loss_gen: 2.6108269691467285 (2.554074843724569) | > loss_kl: 3.3219053745269775 (2.632247050603231) | > loss_feat: 6.604405879974365 (6.206018288930257) | > loss_mel: 19.831905364990234 (18.493896484375) | > loss_duration: 2.270608425140381 (2.379183769226074) | > loss_1: 34.639652252197266 (32.265421549479164)  --> STEP: 4 | > loss_disc: 2.1967267990112305 (2.299744665622711) | > loss_disc_real_0: 0.09238583594560623 (0.09938864968717098) | > loss_disc_real_1: 0.14633946120738983 (0.18115421757102013) | > loss_disc_real_2: 0.237601637840271 (0.23248692974448204) | > loss_disc_real_3: 0.26408445835113525 (0.2738869711756706) | > loss_disc_real_4: 0.21948108077049255 (0.28379251807928085) | > loss_disc_real_5: 0.22743259370326996 (0.2668309360742569) | > loss_0: 2.1967267990112305 (2.299744665622711) | > loss_gen: 2.5591585636138916 (2.5553457736968994) | > loss_kl: 3.1808528900146484 (2.769398510456085) | > loss_feat: 8.723795890808105 (6.835462689399719) | > loss_mel: 19.835248947143555 (18.82923460006714) | > loss_duration: 2.304232120513916 (2.3604458570480347) | > loss_1: 36.60329055786133 (33.34988880157471)  --> STEP: 5 | > loss_disc: 2.399115800857544 (2.319618892669678) | > loss_disc_real_0: 0.10473941266536713 (0.1004588022828102) | > loss_disc_real_1: 0.22893951833248138 (0.19071127772331237) | > loss_disc_real_2: 0.26730361580848694 (0.23945026695728303) | > loss_disc_real_3: 0.2472964972257614 (0.26856887638568877) | > loss_disc_real_4: 0.28622397780418396 (0.2842788100242615) | > loss_disc_real_5: 0.2810916602611542 (0.26968308091163634) | > loss_0: 2.399115800857544 (2.319618892669678) | > loss_gen: 2.485781669616699 (2.5414329528808595) | > loss_kl: 1.9532980918884277 (2.6061784267425536) | > loss_feat: 6.40590763092041 (6.749551677703858) | > loss_mel: 19.32786750793457 (18.928961181640624) | > loss_duration: 2.3981430530548096 (2.3679852962493895) | > loss_1: 32.57099914550781 (33.19411087036133)  --> STEP: 6 | > loss_disc: 2.507148504257202 (2.350873827934265) | > loss_disc_real_0: 0.11258447170257568 (0.10247974718610446) | > loss_disc_real_1: 0.20570112764835358 (0.1932095860441526) | > loss_disc_real_2: 0.2421461045742035 (0.23989957322676977) | > loss_disc_real_3: 0.32251232862472534 (0.27755945175886154) | > loss_disc_real_4: 0.3450804650783539 (0.29441241919994354) | > loss_disc_real_5: 0.3312678635120392 (0.2799472113450368) | > loss_0: 2.507148504257202 (2.350873827934265) | > loss_gen: 2.7111082077026367 (2.5697121620178223) | > loss_kl: 2.684382915496826 (2.619212508201599) | > loss_feat: 5.787716388702393 (6.589245796203613) | > loss_mel: 20.060760498046875 (19.117594401041668) | > loss_duration: 2.1264426708221436 (2.327728192011515) | > loss_1: 33.37041091918945 (33.22349421183268)  --> STEP: 7 | > loss_disc: 2.049806594848633 (2.3078642232077464) | > loss_disc_real_0: 0.042466212064027786 (0.0939063850258078) | > loss_disc_real_1: 0.1482159048318863 (0.1867819172995431) | > loss_disc_real_2: 0.26859644055366516 (0.24399912570204055) | > loss_disc_real_3: 0.2498835027217865 (0.2736057447535651) | > loss_disc_real_4: 0.24047952890396118 (0.2867077205862318) | > loss_disc_real_5: 0.22380183637142181 (0.27192644349166323) | > loss_0: 2.049806594848633 (2.3078642232077464) | > loss_gen: 2.8993825912475586 (2.6168079376220703) | > loss_kl: 3.611326217651367 (2.7609430381229947) | > loss_feat: 7.600440979003906 (6.73370225088937) | > loss_mel: 19.582237243652344 (19.18397194998605) | > loss_duration: 2.534097194671631 (2.3572094781058177) | > loss_1: 36.227481842041016 (33.652635301862446)  --> STEP: 8 | > loss_disc: 2.5492005348205566 (2.3380312621593475) | > loss_disc_real_0: 0.20567813515663147 (0.10787785379216075) | > loss_disc_real_1: 0.25884419679641724 (0.19578970223665237) | > loss_disc_real_2: 0.21481020748615265 (0.24035051092505455) | > loss_disc_real_3: 0.24616758525371552 (0.2701759748160839) | > loss_disc_real_4: 0.20286573469638824 (0.27622747235000134) | > loss_disc_real_5: 0.23589545488357544 (0.2674225699156523) | > loss_0: 2.5492005348205566 (2.3380312621593475) | > loss_gen: 2.1889216899871826 (2.5633221566677094) | > loss_kl: 2.54581356048584 (2.73405185341835) | > loss_feat: 7.337375640869141 (6.809161424636841) | > loss_mel: 16.637645721435547 (18.865681171417236) | > loss_duration: 2.2514638900756836 (2.343991279602051) | > loss_1: 30.961219787597656 (33.316208362579346)  --> STEP: 9 | > loss_disc: 2.230006217956543 (2.326028479470147) | > loss_disc_real_0: 0.1038050651550293 (0.10742532172136837) | > loss_disc_real_1: 0.19859370589256287 (0.1961012581984202) | > loss_disc_real_2: 0.1924004703760147 (0.2350227286418279) | > loss_disc_real_3: 0.2863735854625702 (0.27197570933236015) | > loss_disc_real_4: 0.21381200850009918 (0.2692924208111233) | > loss_disc_real_5: 0.20473898947238922 (0.2604577276441786) | > loss_0: 2.230006217956543 (2.326028479470147) | > loss_gen: 2.531557559967041 (2.5597927570343018) | > loss_kl: 3.4396586418151855 (2.812452607684665) | > loss_feat: 7.744063377380371 (6.913039419386122) | > loss_mel: 19.86100959777832 (18.97627321879069) | > loss_duration: 2.1133809089660645 (2.3183679050869412) | > loss_1: 35.68967056274414 (33.57992638481988)  --> STEP: 10 | > loss_disc: 2.5746912956237793 (2.3508947610855104) | > loss_disc_real_0: 0.0999297946691513 (0.10667576901614666) | > loss_disc_real_1: 0.2741241455078125 (0.20390354692935944) | > loss_disc_real_2: 0.397288978099823 (0.2512493535876274) | > loss_disc_real_3: 0.36286601424217224 (0.28106473982334135) | > loss_disc_real_4: 0.3002324402332306 (0.272386422753334) | > loss_disc_real_5: 0.27782899141311646 (0.2621948540210724) | > loss_0: 2.5746912956237793 (2.3508947610855104) | > loss_gen: 2.9327945709228516 (2.597092938423157) | > loss_kl: 2.160355567932129 (2.7472429037094117) | > loss_feat: 7.936038017272949 (7.015339279174805) | > loss_mel: 18.81108283996582 (18.959754180908202) | > loss_duration: 2.33249568939209 (2.319780683517456) | > loss_1: 34.172767639160156 (33.6392105102539)  --> STEP: 11 | > loss_disc: 2.550567150115967 (2.3690467964519155) | > loss_disc_real_0: 0.18793940544128418 (0.1140633723275228) | > loss_disc_real_1: 0.2366562783718109 (0.2068810679695823) | > loss_disc_real_2: 0.24170507490634918 (0.2503816918893294) | > loss_disc_real_3: 0.31990960240364075 (0.28459609096700494) | > loss_disc_real_4: 0.3067784011363983 (0.27551296624270355) | > loss_disc_real_5: 0.2872872054576874 (0.2644759768789465) | > loss_0: 2.550567150115967 (2.3690467964519155) | > loss_gen: 2.6450412273406982 (2.601451873779297) | > loss_kl: 3.3193461894989014 (2.799252293326638) | > loss_feat: 6.198427677154541 (6.941074588082054) | > loss_mel: 17.167739868164062 (18.796843788840555) | > loss_duration: 2.4880175590515137 (2.335074944929643) | > loss_1: 31.818571090698242 (33.473697835748844)  --> STEP: 12 | > loss_disc: 2.4229135513305664 (2.373535692691803) | > loss_disc_real_0: 0.13779395818710327 (0.1160409211491545) | > loss_disc_real_1: 0.25926002860069275 (0.21124598135550818) | > loss_disc_real_2: 0.24635908007621765 (0.2500464742382367) | > loss_disc_real_3: 0.23632308840751648 (0.28057334075371426) | > loss_disc_real_4: 0.2632124423980713 (0.2744879225889842) | > loss_disc_real_5: 0.16850391030311584 (0.25647830466429394) | > loss_0: 2.4229135513305664 (2.373535692691803) | > loss_gen: 2.468228578567505 (2.5903499325116477) | > loss_kl: 2.387965440750122 (2.7649783889452615) | > loss_feat: 5.7769455909729 (6.844063838322957) | > loss_mel: 17.512670516967773 (18.689829349517822) | > loss_duration: 2.2280802726745605 (2.3261587222417197) | > loss_1: 30.373891830444336 (33.21538066864014)  --> STEP: 13 | > loss_disc: 2.6084413528442383 (2.391605358857375) | > loss_disc_real_0: 0.15188252925872803 (0.118797967926814) | > loss_disc_real_1: 0.2024775892496109 (0.21057148965505454) | > loss_disc_real_2: 0.2954184412956238 (0.25353662555034345) | > loss_disc_real_3: 0.257080078125 (0.2787661667053516) | > loss_disc_real_4: 0.2688554525375366 (0.27405465566194975) | > loss_disc_real_5: 0.2361813485622406 (0.25491700034875137) | > loss_0: 2.6084413528442383 (2.391605358857375) | > loss_gen: 2.2651684284210205 (2.5653359706585226) | > loss_kl: 2.883122205734253 (2.774066374852107) | > loss_feat: 5.109446048736572 (6.710631700662466) | > loss_mel: 14.915170669555664 (18.399470989520733) | > loss_duration: 2.163076400756836 (2.313613928281344) | > loss_1: 27.335983276367188 (32.76311933077299)  --> STEP: 14 | > loss_disc: 2.2445473670959473 (2.3811012165887013) | > loss_disc_real_0: 0.06322133541107178 (0.11482820846140385) | > loss_disc_real_1: 0.21651695668697357 (0.21099616587162018) | > loss_disc_real_2: 0.221333846449852 (0.25123642704316546) | > loss_disc_real_3: 0.24814090132713318 (0.2765786477497646) | > loss_disc_real_4: 0.18931888043880463 (0.26800210028886795) | > loss_disc_real_5: 0.2869042158126831 (0.2572018014533179) | > loss_0: 2.2445473670959473 (2.3811012165887013) | > loss_gen: 2.4654014110565186 (2.558197787829808) | > loss_kl: 3.096808433532715 (2.797119379043579) | > loss_feat: 7.887297630310059 (6.794679267065866) | > loss_mel: 19.668912887573242 (18.490145410810197) | > loss_duration: 2.365499973297119 (2.317320074353899) | > loss_1: 35.48392105102539 (32.957462310791016)  --> STEP: 15 | > loss_disc: 2.6364288330078125 (2.398123057683309) | > loss_disc_real_0: 0.15624290704727173 (0.11758918836712837) | > loss_disc_real_1: 0.23209160566329956 (0.2124025285243988) | > loss_disc_real_2: 0.4037938714027405 (0.2614069233338038) | > loss_disc_real_3: 0.29138264060020447 (0.2775655806064606) | > loss_disc_real_4: 0.2606242895126343 (0.26751024623711905) | > loss_disc_real_5: 0.2647508978843689 (0.25770507454872127) | > loss_0: 2.6364288330078125 (2.398123057683309) | > loss_gen: 2.5358195304870605 (2.556705904006958) | > loss_kl: 3.074552297592163 (2.815614906946818) | > loss_feat: 8.103336334228516 (6.881923071543375) | > loss_mel: 18.36182403564453 (18.48159065246582) | > loss_duration: 2.3496694564819336 (2.3194766998291017) | > loss_1: 34.425201416015625 (33.055311584472655)  --> STEP: 16 | > loss_disc: 2.562138319015503 (2.408374011516571) | > loss_disc_real_0: 0.16028843820095062 (0.12025789148174226) | > loss_disc_real_1: 0.17933453619480133 (0.21033577900379896) | > loss_disc_real_2: 0.2747693359851837 (0.26224207412451506) | > loss_disc_real_3: 0.2976052761077881 (0.27881806157529354) | > loss_disc_real_4: 0.2630104124546051 (0.2672290066257119) | > loss_disc_real_5: 0.205680713057518 (0.25445355195552105) | > loss_0: 2.562138319015503 (2.408374011516571) | > loss_gen: 2.267221212387085 (2.538613110780716) | > loss_kl: 2.3525447845458984 (2.7866730242967606) | > loss_feat: 6.549211502075195 (6.861128598451614) | > loss_mel: 14.297947883605957 (18.22011297941208) | > loss_duration: 2.371492862701416 (2.322727710008621) | > loss_1: 27.838417053222656 (32.72925567626953)  --> STEP: 17 | > loss_disc: 2.6737844944000244 (2.4239863928626564) | > loss_disc_real_0: 0.13471819460391998 (0.12110849754775271) | > loss_disc_real_1: 0.2526731491088867 (0.21282621253939235) | > loss_disc_real_2: 0.4023754894733429 (0.27048521620385785) | > loss_disc_real_3: 0.3284400701522827 (0.2817370032562929) | > loss_disc_real_4: 0.2865927815437317 (0.26836805220912485) | > loss_disc_real_5: 0.3896913528442383 (0.2624087167136809) | > loss_0: 2.6737844944000244 (2.4239863928626564) | > loss_gen: 2.6272339820861816 (2.543826103210449) | > loss_kl: 2.7509517669677734 (2.7845717738656437) | > loss_feat: 6.031954288482666 (6.812353639041676) | > loss_mel: 17.379497528076172 (18.170665011686438) | > loss_duration: 2.4244794845581055 (2.3287131085115322) | > loss_1: 31.214115142822266 (32.64012976253734)  --> STEP: 18 | > loss_disc: 2.336453437805176 (2.4191234509150186) | > loss_disc_real_0: 0.08999929577112198 (0.11938020856016213) | > loss_disc_real_1: 0.16513431072235107 (0.21017666243844563) | > loss_disc_real_2: 0.16992095112800598 (0.26489831258853275) | > loss_disc_real_3: 0.19322749972343445 (0.27681980861557853) | > loss_disc_real_4: 0.2608582377433777 (0.2679508402943611) | > loss_disc_real_5: 0.16717509925365448 (0.2571179601881239) | > loss_0: 2.336453437805176 (2.4191234509150186) | > loss_gen: 2.143343210220337 (2.5215770535998874) | > loss_kl: 3.4153385162353516 (2.819614370663961) | > loss_feat: 10.55848217010498 (7.020471890767415) | > loss_mel: 20.17905616760254 (18.28224229812622) | > loss_duration: 2.2563281059265137 (2.324691719479031) | > loss_1: 38.55255126953125 (32.968597624037)  --> STEP: 19 | > loss_disc: 2.5341198444366455 (2.4251758926793148) | > loss_disc_real_0: 0.17783454060554504 (0.12245675235202438) | > loss_disc_real_1: 0.22374729812145233 (0.21089090642176175) | > loss_disc_real_2: 0.3006868362426758 (0.26678191909664556) | > loss_disc_real_3: 0.3157379925251007 (0.2788681340845008) | > loss_disc_real_4: 0.29186132550239563 (0.26920928688425766) | > loss_disc_real_5: 0.267307847738266 (0.25765427005918395) | > loss_0: 2.5341198444366455 (2.4251758926793148) | > loss_gen: 2.5904157161712646 (2.525200141103644) | > loss_kl: 2.060619831085205 (2.7796672896334997) | > loss_feat: 5.515191078186035 (6.941246584842079) | > loss_mel: 16.888347625732422 (18.20887942063181) | > loss_duration: 2.3300740718841553 (2.324975001184564) | > loss_1: 29.3846492767334 (32.7799687636526)  --> STEP: 20 | > loss_disc: 2.1609067916870117 (2.4119624376296995) | > loss_disc_real_0: 0.11053111404180527 (0.12186047043651342) | > loss_disc_real_1: 0.18467320501804352 (0.20958002135157586) | > loss_disc_real_2: 0.33952537178993225 (0.2704190917313099) | > loss_disc_real_3: 0.30415549874305725 (0.2801325023174286) | > loss_disc_real_4: 0.2100706696510315 (0.26625235602259634) | > loss_disc_real_5: 0.22235536575317383 (0.25588932484388344) | > loss_0: 2.1609067916870117 (2.4119624376296995) | > loss_gen: 2.987663507461548 (2.5483233094215394) | > loss_kl: 2.138991594314575 (2.7476335048675535) | > loss_feat: 7.838834285736084 (6.98612596988678) | > loss_mel: 18.568450927734375 (18.22685799598694) | > loss_duration: 2.267277717590332 (2.322090137004852) | > loss_1: 33.80121612548828 (32.83103113174438)  --> STEP: 21 | > loss_disc: 2.574990749359131 (2.4197256905691966) | > loss_disc_real_0: 0.20105034112930298 (0.1256314166599796) | > loss_disc_real_1: 0.26478585600852966 (0.21220887062095461) | > loss_disc_real_2: 0.2642698884010315 (0.2701262725251062) | > loss_disc_real_3: 0.309673547744751 (0.2815392187663487) | > loss_disc_real_4: 0.29299238324165344 (0.26752569065207527) | > loss_disc_real_5: 0.23858851194381714 (0.25506547661054696) | > loss_0: 2.574990749359131 (2.4197256905691966) | > loss_gen: 2.418009042739868 (2.5421178681509837) | > loss_kl: 2.651672601699829 (2.7430639380500432) | > loss_feat: 4.093264579772949 (6.848370665595645) | > loss_mel: 13.379557609558105 (17.996034168061755) | > loss_duration: 2.1670682430267334 (2.3147081420535134) | > loss_1: 24.709571838378906 (32.444294974917455)  --> STEP: 22 | > loss_disc: 2.564406156539917 (2.426302075386048) | > loss_disc_real_0: 0.13967734575271606 (0.12626986798237672) | > loss_disc_real_1: 0.25129950046539307 (0.21398571743206543) | > loss_disc_real_2: 0.2502503991127014 (0.26922282373363327) | > loss_disc_real_3: 0.23736147582530975 (0.279531139541756) | > loss_disc_real_4: 0.2552216649055481 (0.26696641675450583) | > loss_disc_real_5: 0.22579585015773773 (0.25373503904451017) | > loss_0: 2.564406156539917 (2.426302075386048) | > loss_gen: 2.2615561485290527 (2.5293650627136235) | > loss_kl: 2.163830280303955 (2.716735135425221) | > loss_feat: 7.137213706970215 (6.861499894749034) | > loss_mel: 19.97909164428711 (18.086173144253817) | > loss_duration: 2.1615219116210938 (2.3077451315793125) | > loss_1: 33.703216552734375 (32.50151868300004)  --> STEP: 23 | > loss_disc: 2.3299965858459473 (2.422114880188652) | > loss_disc_real_0: 0.089293472468853 (0.1246621986122235) | > loss_disc_real_1: 0.16006453335285187 (0.21164131812427356) | > loss_disc_real_2: 0.16009454429149628 (0.2644781159318012) | > loss_disc_real_3: 0.3359541594982147 (0.2819843143224716) | > loss_disc_real_4: 0.2201610803604126 (0.2649314021286757) | > loss_disc_real_5: 0.2314407229423523 (0.252765720953112) | > loss_0: 2.3299965858459473 (2.422114880188652) | > loss_gen: 2.30025577545166 (2.5194037893544077) | > loss_kl: 2.7024762630462646 (2.716115184452223) | > loss_feat: 8.528278350830078 (6.933968523274297) | > loss_mel: 19.0550594329834 (18.12829863506815) | > loss_duration: 2.266169548034668 (2.305937497512154) | > loss_1: 34.85224151611328 (32.60372402357019)  --> STEP: 24 | > loss_disc: 2.3938775062561035 (2.420938322941462) | > loss_disc_real_0: 0.12088122218847275 (0.12450465792790055) | > loss_disc_real_1: 0.30195483565330505 (0.21540438135464987) | > loss_disc_real_2: 0.2311994731426239 (0.2630915058155855) | > loss_disc_real_3: 0.22284594178199768 (0.27952021546661854) | > loss_disc_real_4: 0.2616720497608185 (0.264795595780015) | > loss_disc_real_5: 0.21771813929080963 (0.2513054050505161) | > loss_0: 2.3938775062561035 (2.420938322941462) | > loss_gen: 2.4682705402374268 (2.5172732373078666) | > loss_kl: 2.412074327468872 (2.7034468154112496) | > loss_feat: 6.900412559509277 (6.932570358117421) | > loss_mel: 17.68993377685547 (18.11003343264262) | > loss_duration: 2.3950753211975098 (2.309651573499044) | > loss_1: 31.865766525268555 (32.57297579447428)  --> STEP: 25 | > loss_disc: 2.7667548656463623 (2.434770984649658) | > loss_disc_real_0: 0.1696922332048416 (0.1263121609389782) | > loss_disc_real_1: 0.2086775302886963 (0.21513530731201172) | > loss_disc_real_2: 0.33512386679649353 (0.26597280025482184) | > loss_disc_real_3: 0.2293614000082016 (0.27751386284828183) | > loss_disc_real_4: 0.23186317086219788 (0.2634782987833023) | > loss_disc_real_5: 0.1767003834247589 (0.24832120418548576) | > loss_0: 2.7667548656463623 (2.434770984649658) | > loss_gen: 2.0790488719940186 (2.4997442626953124) | > loss_kl: 2.4773359298706055 (2.694402379989624) | > loss_feat: 6.2340850830078125 (6.904630947113037) | > loss_mel: 15.521585464477539 (18.006495513916015) | > loss_duration: 2.3283238410949707 (2.3103984642028808) | > loss_1: 28.640377044677734 (32.415671844482425)  --> STEP: 26 | > loss_disc: 2.7120120525360107 (2.445434102645287) | > loss_disc_real_0: 0.24054956436157227 (0.1307059072244626) | > loss_disc_real_1: 0.22689153254032135 (0.21558746982079285) | > loss_disc_real_2: 0.2812788188457489 (0.2665614932775498) | > loss_disc_real_3: 0.21376405656337738 (0.27506194722193933) | > loss_disc_real_4: 0.23069939017295837 (0.26221757152905834) | > loss_disc_real_5: 0.23030225932598114 (0.2476281678447356) | > loss_0: 2.7120120525360107 (2.445434102645287) | > loss_gen: 1.974030613899231 (2.4795245069723864) | > loss_kl: 2.339803695678711 (2.680763969054589) | > loss_feat: 2.2950997352600098 (6.72734128511869) | > loss_mel: 11.091734886169434 (17.74054318207961) | > loss_duration: 2.2552762031555176 (2.3082783772395206) | > loss_1: 19.95594596862793 (31.93645161848802) --> EVAL PERFORMANCE | > avg_loader_time: 0.002567832286541278 (-1.7908903268667835e-05) | > avg_loss_disc: 2.445434102645287 (-0.027000207167405588) | > avg_loss_disc_real_0: 0.1307059072244626 (-0.05500847459412536) | > avg_loss_disc_real_1: 0.21558746982079285 (-0.04549930301996369) | > avg_loss_disc_real_2: 0.2665614932775498 (-0.05151112320331436) | > avg_loss_disc_real_3: 0.27506194722193933 (-0.028998595017653284) | > avg_loss_disc_real_4: 0.26221757152905834 (+0.010355764283583813) | > avg_loss_disc_real_5: 0.2476281678447356 (-0.04736619213452717) | > avg_loss_0: 2.445434102645287 (-0.027000207167405588) | > avg_loss_gen: 2.4795245069723864 (-0.5330833609287553) | > avg_loss_kl: 2.680763969054589 (+0.07452349937879132) | > avg_loss_feat: 6.72734128511869 (-0.9340521739079408) | > avg_loss_mel: 17.74054318207961 (-0.7538754023038408) | > avg_loss_duration: 2.3082783772395206 (-0.0039723928158101884) | > avg_loss_1: 31.93645161848802 (-2.150459582989022)  > EPOCH: 350/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:24:04)   --> TIME: 2024-06-11 06:24:14 -- STEP: 24/330 -- GLOBAL_STEP: 203525 | > loss_disc: 2.276662826538086 (2.3229016860326133) | > loss_disc_real_0: 0.10513247549533844 (0.11533671244978905) | > loss_disc_real_1: 0.16674873232841492 (0.2001387539009253) | > loss_disc_real_2: 0.21401673555374146 (0.208511828755339) | > loss_disc_real_3: 0.2301633507013321 (0.22540383723874888) | > loss_disc_real_4: 0.21694301068782806 (0.22594979777932167) | > loss_disc_real_5: 0.1926136463880539 (0.21732514165341854) | > loss_0: 2.276662826538086 (2.3229016860326133) | > grad_norm_0: tensor(15.2875, device='cuda:0') (tensor(14.6017, device='cuda:0')) | > loss_gen: 2.5139317512512207 (2.4990302125612893) | > loss_kl: 1.9147530794143677 (1.8150282204151154) | > loss_feat: 8.019122123718262 (7.088275174299876) | > loss_mel: 18.572092056274414 (18.419640938440963) | > loss_duration: 2.0018506050109863 (2.1004390021165213) | > loss_1: 33.02174758911133 (31.922413508097332) | > grad_norm_1: tensor(233.1920, device='cuda:0') (tensor(136.9540, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3516 (0.3517177204291026) | > loader_time: 0.0032 (0.0032322009404500327)  --> TIME: 2024-06-11 06:24:23 -- STEP: 49/330 -- GLOBAL_STEP: 203550 | > loss_disc: 2.363677740097046 (2.333379229720758) | > loss_disc_real_0: 0.12361811846494675 (0.11210213327894405) | > loss_disc_real_1: 0.2001074254512787 (0.1978779097600859) | > loss_disc_real_2: 0.21297048032283783 (0.21425107577625585) | > loss_disc_real_3: 0.20552143454551697 (0.22553651399758398) | > loss_disc_real_4: 0.2057194709777832 (0.2246205460052101) | > loss_disc_real_5: 0.17441296577453613 (0.2188474517695758) | > loss_0: 2.363677740097046 (2.333379229720758) | > grad_norm_0: tensor(10.1779, device='cuda:0') (tensor(14.4972, device='cuda:0')) | > loss_gen: 2.4933390617370605 (2.5120574941440514) | > loss_kl: 1.8437963724136353 (1.8329390822624674) | > loss_feat: 7.5131659507751465 (7.1379551011688855) | > loss_mel: 17.3505802154541 (18.325449846228782) | > loss_duration: 1.9668267965316772 (2.058059512352456) | > loss_1: 31.167709350585938 (31.866461111574758) | > grad_norm_1: tensor(109.9881, device='cuda:0') (tensor(166.5510, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3539 (0.3558217360048878) | > loader_time: 0.0037 (0.003365974037014708)  --> TIME: 2024-06-11 06:24:32 -- STEP: 74/330 -- GLOBAL_STEP: 203575 | > loss_disc: 2.356238603591919 (2.3321375138050797) | > loss_disc_real_0: 0.13184453547000885 (0.112848472856992) | > loss_disc_real_1: 0.21032240986824036 (0.1969584250772322) | > loss_disc_real_2: 0.23858726024627686 (0.21429609044178113) | > loss_disc_real_3: 0.22519245743751526 (0.22661223826376167) | > loss_disc_real_4: 0.21911759674549103 (0.22506755892489408) | > loss_disc_real_5: 0.1951388716697693 (0.21897498900825912) | > loss_0: 2.356238603591919 (2.3321375138050797) | > grad_norm_0: tensor(22.5969, device='cuda:0') (tensor(13.4345, device='cuda:0')) | > loss_gen: 2.5403897762298584 (2.514354328851443) | > loss_kl: 1.9848967790603638 (1.860470236958684) | > loss_feat: 7.127062797546387 (7.142669787278047) | > loss_mel: 18.105039596557617 (18.296240909679522) | > loss_duration: 1.95103120803833 (2.0397149775479284) | > loss_1: 31.708419799804688 (31.85345020809689) | > grad_norm_1: tensor(214.5326, device='cuda:0') (tensor(144.1417, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3805 (0.3589923059618151) | > loader_time: 0.0037 (0.003472785691957216)  --> TIME: 2024-06-11 06:24:42 -- STEP: 99/330 -- GLOBAL_STEP: 203600 | > loss_disc: 2.309041738510132 (2.3332045704427387) | > loss_disc_real_0: 0.09838176518678665 (0.1130733277008991) | > loss_disc_real_1: 0.18848417699337006 (0.19762633319454967) | > loss_disc_real_2: 0.2225111871957779 (0.21353554620285226) | > loss_disc_real_3: 0.23156726360321045 (0.22782361928862754) | > loss_disc_real_4: 0.2406979203224182 (0.22684522454786782) | > loss_disc_real_5: 0.2295549213886261 (0.2192360433665189) | > loss_0: 2.309041738510132 (2.3332045704427387) | > grad_norm_0: tensor(10.5955, device='cuda:0') (tensor(12.4304, device='cuda:0')) | > loss_gen: 2.3642356395721436 (2.510637651790273) | > loss_kl: 1.8851817846298218 (1.862496878161575) | > loss_feat: 6.89824914932251 (7.13484125907975) | > loss_mel: 18.372882843017578 (18.264583183057386) | > loss_duration: 2.0574593544006348 (2.0353468825118712) | > loss_1: 31.5780086517334 (31.80790567879725) | > grad_norm_1: tensor(144.2316, device='cuda:0') (tensor(136.9879, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3623 (0.3613329463534885) | > loader_time: 0.0038 (0.003576849446152196)  --> TIME: 2024-06-11 06:24:51 -- STEP: 124/330 -- GLOBAL_STEP: 203625 | > loss_disc: 2.429483413696289 (2.3363516926765437) | > loss_disc_real_0: 0.1097816675901413 (0.11367267081814428) | > loss_disc_real_1: 0.21773174405097961 (0.1978068685820026) | > loss_disc_real_2: 0.2747761309146881 (0.21421946272734674) | > loss_disc_real_3: 0.24142834544181824 (0.22749096587780984) | > loss_disc_real_4: 0.1816166490316391 (0.2264216666019732) | > loss_disc_real_5: 0.17903636395931244 (0.21829253735561524) | > loss_0: 2.429483413696289 (2.3363516926765437) | > grad_norm_0: tensor(16.7246, device='cuda:0') (tensor(12.7899, device='cuda:0')) | > loss_gen: 2.3880248069763184 (2.508853668166746) | > loss_kl: 1.9272382259368896 (1.867684644076132) | > loss_feat: 7.795264720916748 (7.145146904453155) | > loss_mel: 18.610517501831055 (18.285425032338786) | > loss_duration: 2.0438904762268066 (2.0374105572700496) | > loss_1: 32.76493453979492 (31.8445205842295) | > grad_norm_1: tensor(128.1320, device='cuda:0') (tensor(150.1322, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3679 (0.3630566616212168) | > loader_time: 0.0048 (0.0037071801001025786)  --> TIME: 2024-06-11 06:25:01 -- STEP: 149/330 -- GLOBAL_STEP: 203650 | > loss_disc: 2.3097121715545654 (2.336363606804969) | > loss_disc_real_0: 0.06513066589832306 (0.1144256873318813) | > loss_disc_real_1: 0.18315663933753967 (0.19781124641831288) | > loss_disc_real_2: 0.24284203350543976 (0.2143786028527573) | > loss_disc_real_3: 0.21839331090450287 (0.22815784491948635) | > loss_disc_real_4: 0.2004905790090561 (0.2260285313897485) | > loss_disc_real_5: 0.2026129812002182 (0.21757853201171695) | > loss_0: 2.3097121715545654 (2.336363606804969) | > grad_norm_0: tensor(10.2337, device='cuda:0') (tensor(16.4056, device='cuda:0')) | > loss_gen: 2.497316837310791 (2.509717488448893) | > loss_kl: 2.0464298725128174 (1.87082384416721) | > loss_feat: 7.679025173187256 (7.165596731557142) | > loss_mel: 18.116008758544922 (18.32592993614657) | > loss_duration: 2.0688889026641846 (2.039267423168924) | > loss_1: 32.40766906738281 (31.91133519627104) | > grad_norm_1: tensor(175.9797, device='cuda:0') (tensor(175.1555, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3769 (0.36541412500727094) | > loader_time: 0.0044 (0.0038362605459738098)  --> TIME: 2024-06-11 06:25:10 -- STEP: 174/330 -- GLOBAL_STEP: 203675 | > loss_disc: 2.1985650062561035 (2.3312437808376614) | > loss_disc_real_0: 0.07555539160966873 (0.11299629252532432) | > loss_disc_real_1: 0.20897534489631653 (0.19843672027533082) | > loss_disc_real_2: 0.2308710217475891 (0.21373383580953226) | > loss_disc_real_3: 0.19914786517620087 (0.2275198287833696) | > loss_disc_real_4: 0.17720083892345428 (0.2247893157704123) | > loss_disc_real_5: 0.19617953896522522 (0.2187263113500058) | > loss_0: 2.1985650062561035 (2.3312437808376614) | > grad_norm_0: tensor(14.0013, device='cuda:0') (tensor(17.8113, device='cuda:0')) | > loss_gen: 2.7795369625091553 (2.52849730403944) | > loss_kl: 1.8014001846313477 (1.868638018767039) | > loss_feat: 7.570140361785889 (7.213721113643427) | > loss_mel: 17.9592227935791 (18.31485688001259) | > loss_duration: 2.137967586517334 (2.043779918517189) | > loss_1: 32.248268127441406 (31.969493065757312) | > grad_norm_1: tensor(349.2942, device='cuda:0') (tensor(199.5232, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3859 (0.36763284398221413) | > loader_time: 0.0051 (0.00396915687911812)  --> TIME: 2024-06-11 06:25:21 -- STEP: 199/330 -- GLOBAL_STEP: 203700 | > loss_disc: 2.436295509338379 (2.3313423520955596) | > loss_disc_real_0: 0.07716144621372223 (0.11243584729618762) | > loss_disc_real_1: 0.22504399716854095 (0.19850192402475444) | > loss_disc_real_2: 0.2547924220561981 (0.21391436075744916) | > loss_disc_real_3: 0.21236729621887207 (0.22695385997918383) | > loss_disc_real_4: 0.19014789164066315 (0.22530603610990035) | > loss_disc_real_5: 0.24000047147274017 (0.21864536232385204) | > loss_0: 2.436295509338379 (2.3313423520955596) | > grad_norm_0: tensor(56.2099, device='cuda:0') (tensor(19.8116, device='cuda:0')) | > loss_gen: 2.3731517791748047 (2.5334644904687775) | > loss_kl: 1.8222427368164062 (1.870349093897259) | > loss_feat: 7.371312141418457 (7.2370361227486) | > loss_mel: 18.400985717773438 (18.280741092547682) | > loss_duration: 2.1682181358337402 (2.0512307013698563) | > loss_1: 32.13591003417969 (31.97282138421907) | > grad_norm_1: tensor(543.3027, device='cuda:0') (tensor(226.1162, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.4002 (0.37090351114320985) | > loader_time: 0.005 (0.004103836701742967)  --> TIME: 2024-06-11 06:25:31 -- STEP: 224/330 -- GLOBAL_STEP: 203725 | > loss_disc: 2.3412716388702393 (2.3326402987752632) | > loss_disc_real_0: 0.11691738665103912 (0.11301843193359673) | > loss_disc_real_1: 0.206583634018898 (0.19838978755953057) | > loss_disc_real_2: 0.19824668765068054 (0.21393849095329642) | > loss_disc_real_3: 0.22024285793304443 (0.22738437268084713) | > loss_disc_real_4: 0.21560946106910706 (0.22500003002850072) | > loss_disc_real_5: 0.2158137559890747 (0.21883461245202593) | > loss_0: 2.3412716388702393 (2.3326402987752632) | > grad_norm_0: tensor(24.3981, device='cuda:0') (tensor(21.5395, device='cuda:0')) | > loss_gen: 2.5986924171447754 (2.532404375927789) | > loss_kl: 1.9752904176712036 (1.8757490356053625) | > loss_feat: 7.407309055328369 (7.23326876120908) | > loss_mel: 17.836030960083008 (18.229083793503886) | > loss_duration: 2.173084259033203 (2.0580071902700845) | > loss_1: 31.990407943725586 (31.928513050079346) | > grad_norm_1: tensor(201.3831, device='cuda:0') (tensor(248.3089, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.3955 (0.37454235873052044) | > loader_time: 0.0058 (0.00426154157945088)  --> TIME: 2024-06-11 06:25:42 -- STEP: 249/330 -- GLOBAL_STEP: 203750 | > loss_disc: 2.3450491428375244 (2.3380506364217237) | > loss_disc_real_0: 0.08197398483753204 (0.11423487141429181) | > loss_disc_real_1: 0.18706221878528595 (0.19875551676415057) | > loss_disc_real_2: 0.17138241231441498 (0.21426654663909392) | > loss_disc_real_3: 0.22860845923423767 (0.22774996192579766) | > loss_disc_real_4: 0.29410749673843384 (0.22624064401450406) | > loss_disc_real_5: 0.20328132808208466 (0.21884957267098637) | > loss_0: 2.3450491428375244 (2.3380506364217237) | > grad_norm_0: tensor(48.7865, device='cuda:0') (tensor(23.8519, device='cuda:0')) | > loss_gen: 2.556673526763916 (2.528879388747924) | > loss_kl: 1.7852436304092407 (1.8762133921006596) | > loss_feat: 7.353331565856934 (7.223705860505621) | > loss_mel: 18.017534255981445 (18.198566743168954) | > loss_duration: 2.134890079498291 (2.065945361991484) | > loss_1: 31.847671508789062 (31.893310623475347) | > grad_norm_1: tensor(422.9951, device='cuda:0') (tensor(261.5058, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.4384 (0.38026977351391644) | > loader_time: 0.0058 (0.004424212926841644)  --> TIME: 2024-06-11 06:25:58 -- STEP: 274/330 -- GLOBAL_STEP: 203775 | > loss_disc: 2.4333035945892334 (2.339094911178533) | > loss_disc_real_0: 0.16616621613502502 (0.11519182081857736) | > loss_disc_real_1: 0.19483238458633423 (0.19902248544632084) | > loss_disc_real_2: 0.2230924665927887 (0.21425211734145228) | > loss_disc_real_3: 0.2598496079444885 (0.22769065119706802) | > loss_disc_real_4: 0.24511845409870148 (0.22546655113679648) | > loss_disc_real_5: 0.2336045801639557 (0.21836123093418833) | > loss_0: 2.4333035945892334 (2.339094911178533) | > grad_norm_0: tensor(64.0555, device='cuda:0') (tensor(26.0863, device='cuda:0')) | > loss_gen: 2.652703285217285 (2.5286275931518443) | > loss_kl: 2.034316062927246 (1.8812754950384154) | > loss_feat: 7.31668758392334 (7.230715729024288) | > loss_mel: 17.842025756835938 (18.16649441823471) | > loss_duration: 2.153182029724121 (2.0734845617391766) | > loss_1: 31.998916625976562 (31.88059771321986) | > grad_norm_1: tensor(276.4214, device='cuda:0') (tensor(275.6577, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.4514 (0.38583704676941355) | > loader_time: 0.0063 (0.023533083226558935)  --> TIME: 2024-06-11 06:26:10 -- STEP: 299/330 -- GLOBAL_STEP: 203800 | > loss_disc: 2.4584014415740967 (2.3424595821661294) | > loss_disc_real_0: 0.1563105583190918 (0.11647723032080609) | > loss_disc_real_1: 0.23223504424095154 (0.19960685298594344) | > loss_disc_real_2: 0.20013727247714996 (0.21438353580974012) | > loss_disc_real_3: 0.22693827748298645 (0.2277873530236375) | > loss_disc_real_4: 0.2400755137205124 (0.2255729670109956) | > loss_disc_real_5: 0.20602329075336456 (0.2185614941809888) | > loss_0: 2.4584014415740967 (2.3424595821661294) | > grad_norm_0: tensor(41.6747, device='cuda:0') (tensor(26.5275, device='cuda:0')) | > loss_gen: 2.350081205368042 (2.5246154831404666) | > loss_kl: 1.9058821201324463 (1.8851482441592775) | > loss_feat: 6.559423446655273 (7.235767179508273) | > loss_mel: 18.12451171875 (18.132891096797668) | > loss_duration: 2.238954782485962 (2.0833689002289026) | > loss_1: 31.178852081298828 (31.861790832468497) | > grad_norm_1: tensor(160.7853, device='cuda:0') (tensor(281.6725, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.4757 (0.39213566955515367) | > loader_time: 0.0069 (0.022127099659131923)  --> TIME: 2024-06-11 06:26:24 -- STEP: 324/330 -- GLOBAL_STEP: 203825 | > loss_disc: 2.3835856914520264 (2.3464233772254293) | > loss_disc_real_0: 0.14513297379016876 (0.11782208441492216) | > loss_disc_real_1: 0.24901963770389557 (0.20045808468151977) | > loss_disc_real_2: 0.20114798843860626 (0.21457719264758954) | > loss_disc_real_3: 0.2610778212547302 (0.22776538552141484) | > loss_disc_real_4: 0.2769864499568939 (0.22601662668181055) | > loss_disc_real_5: 0.1924426257610321 (0.21848837557582215) | > loss_0: 2.3835856914520264 (2.3464233772254293) | > grad_norm_0: tensor(14.8366, device='cuda:0') (tensor(26.7104, device='cuda:0')) | > loss_gen: 2.537396192550659 (2.5199254199310577) | > loss_kl: 2.121961832046509 (1.8921517107957675) | > loss_feat: 9.23306655883789 (7.287701234405423) | > loss_mel: 18.215185165405273 (18.09266474806232) | > loss_duration: 2.2770333290100098 (2.097141852349411) | > loss_1: 34.3846435546875 (31.889584876872874) | > grad_norm_1: tensor(328.2256, device='cuda:0') (tensor(287.2114, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.5934 (0.40350056136095963) | > loader_time: 0.0102 (0.02105254449962097)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4672532081604004 (2.4672532081604004) | > loss_disc_real_0: 0.07333926856517792 (0.07333926856517792) | > loss_disc_real_1: 0.2739725410938263 (0.2739725410938263) | > loss_disc_real_2: 0.28498363494873047 (0.28498363494873047) | > loss_disc_real_3: 0.25849470496177673 (0.25849470496177673) | > loss_disc_real_4: 0.2948830723762512 (0.2948830723762512) | > loss_disc_real_5: 0.2673396170139313 (0.2673396170139313) | > loss_0: 2.4672532081604004 (2.4672532081604004) | > loss_gen: 2.6301794052124023 (2.6301794052124023) | > loss_kl: 1.845333456993103 (1.845333456993103) | > loss_feat: 5.239223957061768 (5.239223957061768) | > loss_mel: 16.368375778198242 (16.368375778198242) | > loss_duration: 2.9112958908081055 (2.9112958908081055) | > loss_1: 28.99441146850586 (28.99441146850586)  --> STEP: 1 | > loss_disc: 2.2202541828155518 (2.2202541828155518) | > loss_disc_real_0: 0.11901527643203735 (0.11901527643203735) | > loss_disc_real_1: 0.2010430097579956 (0.2010430097579956) | > loss_disc_real_2: 0.2313193678855896 (0.2313193678855896) | > loss_disc_real_3: 0.27245327830314636 (0.27245327830314636) | > loss_disc_real_4: 0.25266197323799133 (0.25266197323799133) | > loss_disc_real_5: 0.20386193692684174 (0.20386193692684174) | > loss_0: 2.2202541828155518 (2.2202541828155518) | > loss_gen: 2.686093330383301 (2.686093330383301) | > loss_kl: 2.0676028728485107 (2.0676028728485107) | > loss_feat: 6.766434192657471 (6.766434192657471) | > loss_mel: 17.30105209350586 (17.30105209350586) | > loss_duration: 2.4510319232940674 (2.4510319232940674) | > loss_1: 31.272214889526367 (31.272214889526367)  --> STEP: 2 | > loss_disc: 2.4032537937164307 (2.311753988265991) | > loss_disc_real_0: 0.11959890276193619 (0.11930708959698677) | > loss_disc_real_1: 0.3020286560058594 (0.2515358328819275) | > loss_disc_real_2: 0.3114786148071289 (0.27139899134635925) | > loss_disc_real_3: 0.24066901206970215 (0.25656114518642426) | > loss_disc_real_4: 0.18550920486450195 (0.21908558905124664) | > loss_disc_real_5: 0.21514028310775757 (0.20950111001729965) | > loss_0: 2.4032537937164307 (2.311753988265991) | > loss_gen: 2.5156090259552 (2.6008511781692505) | > loss_kl: 2.924619197845459 (2.496111035346985) | > loss_feat: 6.379361629486084 (6.572897911071777) | > loss_mel: 18.988548278808594 (18.144800186157227) | > loss_duration: 2.4611854553222656 (2.4561086893081665) | > loss_1: 33.269325256347656 (32.27077007293701)  --> STEP: 3 | > loss_disc: 2.2610557079315186 (2.2948545614878335) | > loss_disc_real_0: 0.1735483705997467 (0.13738751659790674) | > loss_disc_real_1: 0.19355523586273193 (0.2322089672088623) | > loss_disc_real_2: 0.24554792046546936 (0.26278196771939594) | > loss_disc_real_3: 0.2605702877044678 (0.2578975260257721) | > loss_disc_real_4: 0.2734743058681488 (0.23721516132354736) | > loss_disc_real_5: 0.2807234823703766 (0.23324190080165863) | > loss_0: 2.2610557079315186 (2.2948545614878335) | > loss_gen: 2.927617073059082 (2.709773143132528) | > loss_kl: 3.181506395339966 (2.724576155344645) | > loss_feat: 7.552109241485596 (6.899301687876384) | > loss_mel: 18.819955825805664 (18.36985206604004) | > loss_duration: 2.2002062797546387 (2.3708078861236572) | > loss_1: 34.681396484375 (33.07431221008301)  --> STEP: 4 | > loss_disc: 2.2927346229553223 (2.294324576854706) | > loss_disc_real_0: 0.1425406038761139 (0.13867578841745853) | > loss_disc_real_1: 0.2600460946559906 (0.23916824907064438) | > loss_disc_real_2: 0.20306172966957092 (0.2478519082069397) | > loss_disc_real_3: 0.26998263597488403 (0.2609188035130501) | > loss_disc_real_4: 0.2990909814834595 (0.2526841163635254) | > loss_disc_real_5: 0.25622281432151794 (0.23898712918162346) | > loss_0: 2.2927346229553223 (2.294324576854706) | > loss_gen: 2.8575894832611084 (2.746727228164673) | > loss_kl: 2.8846912384033203 (2.764604926109314) | > loss_feat: 8.037033081054688 (7.1837345361709595) | > loss_mel: 17.283878326416016 (18.098358631134033) | > loss_duration: 2.269211769104004 (2.345408856868744) | > loss_1: 33.33240509033203 (33.138835430145264)  --> STEP: 5 | > loss_disc: 2.3866207599639893 (2.3127838134765626) | > loss_disc_real_0: 0.17099973559379578 (0.145140577852726) | > loss_disc_real_1: 0.27313193678855896 (0.2459609866142273) | > loss_disc_real_2: 0.33812215924263 (0.26590595841407777) | > loss_disc_real_3: 0.3431970775127411 (0.2773744583129883) | > loss_disc_real_4: 0.2256334275007248 (0.24727397859096528) | > loss_disc_real_5: 0.2016715109348297 (0.2315240055322647) | > loss_0: 2.3866207599639893 (2.3127838134765626) | > loss_gen: 2.6982421875 (2.7370302200317385) | > loss_kl: 2.7692673206329346 (2.765537405014038) | > loss_feat: 5.2713236808776855 (6.801252365112305) | > loss_mel: 18.818096160888672 (18.24230613708496) | > loss_duration: 2.3717050552368164 (2.3506680965423583) | > loss_1: 31.928634643554688 (32.89679527282715)  --> STEP: 6 | > loss_disc: 2.2661898136138916 (2.305018146832784) | > loss_disc_real_0: 0.0822317823767662 (0.1346557786067327) | > loss_disc_real_1: 0.17399732768535614 (0.23396704345941544) | > loss_disc_real_2: 0.26513102650642395 (0.26577680309613544) | > loss_disc_real_3: 0.32128921151161194 (0.2846935838460922) | > loss_disc_real_4: 0.2600025534629822 (0.24939540773630142) | > loss_disc_real_5: 0.2898733913898468 (0.24124890317519507) | > loss_0: 2.2661898136138916 (2.305018146832784) | > loss_gen: 2.795254707336426 (2.746734301249186) | > loss_kl: 2.269556999206543 (2.682874004046122) | > loss_feat: 7.035688877105713 (6.840325117111206) | > loss_mel: 19.533000946044922 (18.45742193857829) | > loss_duration: 2.1758036613464355 (2.3215240240097046) | > loss_1: 33.80930709838867 (33.0488805770874)  --> STEP: 7 | > loss_disc: 2.5454905033111572 (2.3393713406154086) | > loss_disc_real_0: 0.07839705795049667 (0.12661881851298468) | > loss_disc_real_1: 0.2548358738422394 (0.236948304942676) | > loss_disc_real_2: 0.29843205213546753 (0.2704418386731829) | > loss_disc_real_3: 0.3130537271499634 (0.2887450328895024) | > loss_disc_real_4: 0.328205943107605 (0.26065405564648764) | > loss_disc_real_5: 0.28035783767700195 (0.24683589381831034) | > loss_0: 2.5454905033111572 (2.3393713406154086) | > loss_gen: 2.6761982440948486 (2.7366577216557095) | > loss_kl: 3.531796932220459 (2.8041487080710277) | > loss_feat: 5.111080169677734 (6.59329012462071) | > loss_mel: 17.231826782226562 (18.282336916242325) | > loss_duration: 2.5222549438476562 (2.3501998697008406) | > loss_1: 31.073158264160156 (32.76663453238351)  --> STEP: 8 | > loss_disc: 2.3768515586853027 (2.3440563678741455) | > loss_disc_real_0: 0.2564547657966614 (0.14284831192344427) | > loss_disc_real_1: 0.264868825674057 (0.24043837003409863) | > loss_disc_real_2: 0.21452739834785461 (0.26345253363251686) | > loss_disc_real_3: 0.28033822774887085 (0.28769418224692345) | > loss_disc_real_4: 0.21825239062309265 (0.25535384751856327) | > loss_disc_real_5: 0.15067243576049805 (0.2348154615610838) | > loss_0: 2.3768515586853027 (2.3440563678741455) | > loss_gen: 2.7424683570861816 (2.7373840510845184) | > loss_kl: 2.385607957839966 (2.7518311142921448) | > loss_feat: 10.457452774047852 (7.076310455799103) | > loss_mel: 19.23644256591797 (18.401600122451782) | > loss_duration: 2.226759910583496 (2.3347698748111725) | > loss_1: 37.04873275756836 (33.301896810531616)  --> STEP: 9 | > loss_disc: 2.517794609069824 (2.3633606168958874) | > loss_disc_real_0: 0.14812400937080383 (0.14343450052870643) | > loss_disc_real_1: 0.24643562734127045 (0.2411047319571177) | > loss_disc_real_2: 0.35391104221343994 (0.2735034790303972) | > loss_disc_real_3: 0.2752769887447357 (0.2863144940800137) | > loss_disc_real_4: 0.2664557695388794 (0.2565873944097095) | > loss_disc_real_5: 0.32188504934310913 (0.24448986020353106) | > loss_0: 2.517794609069824 (2.3633606168958874) | > loss_gen: 2.904304027557373 (2.755930715137058) | > loss_kl: 2.396313428878784 (2.712329149246216) | > loss_feat: 9.584551811218262 (7.355003939734565) | > loss_mel: 19.755041122436523 (18.55198245578342) | > loss_duration: 2.141624689102173 (2.3133092986212835) | > loss_1: 36.78183364868164 (33.68855645921495)  --> STEP: 10 | > loss_disc: 2.5212395191192627 (2.379148507118225) | > loss_disc_real_0: 0.2010185718536377 (0.14919290766119958) | > loss_disc_real_1: 0.27121850848197937 (0.2441161096096039) | > loss_disc_real_2: 0.2782752513885498 (0.2739806562662125) | > loss_disc_real_3: 0.2798180878162384 (0.2856648534536362) | > loss_disc_real_4: 0.23573487997055054 (0.2545021429657936) | > loss_disc_real_5: 0.2663046419620514 (0.2466713383793831) | > loss_0: 2.5212395191192627 (2.379148507118225) | > loss_gen: 2.7449114322662354 (2.7548287868499757) | > loss_kl: 2.4531753063201904 (2.6864137649536133) | > loss_feat: 5.252708911895752 (7.144774436950684) | > loss_mel: 15.359895706176758 (18.232773780822754) | > loss_duration: 2.285001277923584 (2.3104784965515135) | > loss_1: 28.095693588256836 (33.12927017211914)  --> STEP: 11 | > loss_disc: 2.4439053535461426 (2.3850354931571265) | > loss_disc_real_0: 0.1931472271680832 (0.15318875488909808) | > loss_disc_real_1: 0.27280735969543457 (0.24672440507195212) | > loss_disc_real_2: 0.25285348296165466 (0.2720600041476163) | > loss_disc_real_3: 0.2816852331161499 (0.285303069786592) | > loss_disc_real_4: 0.2943672239780426 (0.2581262412396344) | > loss_disc_real_5: 0.3792411684989929 (0.2587231411175294) | > loss_0: 2.4439053535461426 (2.3850354931571265) | > loss_gen: 3.1018896102905273 (2.7863797707991167) | > loss_kl: 2.7745444774627686 (2.694425647908991) | > loss_feat: 6.946012496948242 (7.126705169677734) | > loss_mel: 17.527578353881836 (18.16866510564631) | > loss_duration: 2.405331611633301 (2.319101507013494) | > loss_1: 32.75535583496094 (33.09527795965021)  --> STEP: 12 | > loss_disc: 2.3351707458496094 (2.3808800975481668) | > loss_disc_real_0: 0.0716324970126152 (0.14639240006605783) | > loss_disc_real_1: 0.33278506994247437 (0.25389612714449566) | > loss_disc_real_2: 0.2633019983768463 (0.2713301703333854) | > loss_disc_real_3: 0.33259689807891846 (0.28924422214428586) | > loss_disc_real_4: 0.2509095072746277 (0.2575248467425505) | > loss_disc_real_5: 0.31144118309020996 (0.2631163112819195) | > loss_0: 2.3351707458496094 (2.3808800975481668) | > loss_gen: 3.0309648513793945 (2.806761860847473) | > loss_kl: 2.2988648414611816 (2.6614622473716736) | > loss_feat: 7.072932243347168 (7.1222240924835205) | > loss_mel: 19.513427734375 (18.280728658040367) | > loss_duration: 2.2369461059570312 (2.3122552235921225) | > loss_1: 34.15313720703125 (33.18343289693197)  --> STEP: 13 | > loss_disc: 2.459096670150757 (2.3868967569791355) | > loss_disc_real_0: 0.15690816938877106 (0.14720130539857423) | > loss_disc_real_1: 0.23606599867343903 (0.2525245788005682) | > loss_disc_real_2: 0.30281493067741394 (0.27375207497523374) | > loss_disc_real_3: 0.2904585003852844 (0.2893376281628242) | > loss_disc_real_4: 0.23388999700546265 (0.2557067813781591) | > loss_disc_real_5: 0.29040223360061646 (0.2652152283833577) | > loss_0: 2.459096670150757 (2.3868967569791355) | > loss_gen: 2.7055177688598633 (2.798973853771503) | > loss_kl: 2.5439138412475586 (2.652420062285203) | > loss_feat: 5.699127197265625 (7.012755100543682) | > loss_mel: 18.348522186279297 (18.285943544827976) | > loss_duration: 2.155069351196289 (2.3001640026385965) | > loss_1: 31.452150344848633 (33.05025731600248)  --> STEP: 14 | > loss_disc: 2.0368857383728027 (2.361895969935826) | > loss_disc_real_0: 0.08093555271625519 (0.14246803734983718) | > loss_disc_real_1: 0.14496959745883942 (0.24484208013330186) | > loss_disc_real_2: 0.20412898063659668 (0.26877899680818823) | > loss_disc_real_3: 0.2193802297115326 (0.2843406711305891) | > loss_disc_real_4: 0.18016770482063293 (0.25031113305262154) | > loss_disc_real_5: 0.22851482033729553 (0.2625937706657818) | > loss_0: 2.0368857383728027 (2.361895969935826) | > loss_gen: 2.6478025913238525 (2.7881759064538136) | > loss_kl: 2.93315052986145 (2.6724722385406494) | > loss_feat: 7.887763977050781 (7.075255734579904) | > loss_mel: 19.73103141784668 (18.389164107186453) | > loss_duration: 2.362149238586426 (2.3045915194920132) | > loss_1: 35.56189727783203 (33.229660170418875)  --> STEP: 15 | > loss_disc: 2.2447760105133057 (2.354087972640991) | > loss_disc_real_0: 0.1310882866382599 (0.14170938730239868) | > loss_disc_real_1: 0.2756669819355011 (0.2468970735867818) | > loss_disc_real_2: 0.32251960039138794 (0.27236170371373486) | > loss_disc_real_3: 0.2232970893383026 (0.2802710990111033) | > loss_disc_real_4: 0.17339515686035156 (0.2451834013064702) | > loss_disc_real_5: 0.1601855605840683 (0.25576655666033427) | > loss_0: 2.2447760105133057 (2.354087972640991) | > loss_gen: 2.549705982208252 (2.77227791150411) | > loss_kl: 3.3177764415740967 (2.715492518742879) | > loss_feat: 6.314545154571533 (7.024541695912679) | > loss_mel: 16.930118560791016 (18.291894404093423) | > loss_duration: 2.3226799964904785 (2.3057974179585776) | > loss_1: 31.434823989868164 (33.11000442504883)  --> STEP: 16 | > loss_disc: 2.2170937061309814 (2.3455258309841156) | > loss_disc_real_0: 0.1366601139307022 (0.14139380771666765) | > loss_disc_real_1: 0.2522471249103546 (0.24723145179450512) | > loss_disc_real_2: 0.3840394914150238 (0.27934156544506544) | > loss_disc_real_3: 0.2722925543785095 (0.2797724399715662) | > loss_disc_real_4: 0.19803506135940552 (0.24223663005977866) | > loss_disc_real_5: 0.16736477613449097 (0.25024144537746906) | > loss_0: 2.2170937061309814 (2.3455258309841156) | > loss_gen: 2.977245807647705 (2.7850884050130844) | > loss_kl: 2.4633164405822754 (2.6997315138578415) | > loss_feat: 9.22603702545166 (7.162135154008865) | > loss_mel: 19.064403533935547 (18.340176224708557) | > loss_duration: 2.3534493446350098 (2.3087756633758545) | > loss_1: 36.08445358276367 (33.295907497406006)  --> STEP: 17 | > loss_disc: 2.473803997039795 (2.353071605457979) | > loss_disc_real_0: 0.1782553791999817 (0.14356213545098023) | > loss_disc_real_1: 0.2700204849243164 (0.24857198315508225) | > loss_disc_real_2: 0.3289155662059784 (0.2822576831368839) | > loss_disc_real_3: 0.2412591278553009 (0.2775069510235506) | > loss_disc_real_4: 0.2688557505607605 (0.2438024606774835) | > loss_disc_real_5: 0.31718581914901733 (0.2541793497169719) | > loss_0: 2.473803997039795 (2.353071605457979) | > loss_gen: 2.888096332550049 (2.7911476948682) | > loss_kl: 2.1527132987976074 (2.6675539717954746) | > loss_feat: 8.2377290725708 (7.225405384512508) | > loss_mel: 19.465091705322266 (18.40634772356819) | > loss_duration: 2.3690531253814697 (2.3123213964350082) | > loss_1: 35.1126823425293 (33.40277660594267)  --> STEP: 18 | > loss_disc: 1.9557974338531494 (2.3310008181465998) | > loss_disc_real_0: 0.11576192080974579 (0.14201767908202279) | > loss_disc_real_1: 0.16256295144557953 (0.24379370361566544) | > loss_disc_real_2: 0.2229236215353012 (0.27896134638124037) | > loss_disc_real_3: 0.14953649044036865 (0.2703974809911516) | > loss_disc_real_4: 0.2010681927204132 (0.2414283346798685) | > loss_disc_real_5: 0.13365788757801056 (0.24748371293147406) | > loss_0: 1.9557974338531494 (2.3310008181465998) | > loss_gen: 2.988274335861206 (2.802099174923367) | > loss_kl: 2.3059868812561035 (2.6474669112099543) | > loss_feat: 11.611686706542969 (7.469087680180867) | > loss_mel: 19.76708221435547 (18.48194408416748) | > loss_duration: 2.296760082244873 (2.311456878980001) | > loss_1: 38.96978759765625 (33.7120549943712)  --> STEP: 19 | > loss_disc: 2.681727647781372 (2.3494601249694824) | > loss_disc_real_0: 0.30360502004623413 (0.150522275974876) | > loss_disc_real_1: 0.2989385426044464 (0.2466960635624434) | > loss_disc_real_2: 0.34331634640693665 (0.2823484516457507) | > loss_disc_real_3: 0.34343215823173523 (0.27424141137223496) | > loss_disc_real_4: 0.30165722966194153 (0.24459827652103022) | > loss_disc_real_5: 0.3192976415157318 (0.2512633933832771) | > loss_0: 2.681727647781372 (2.3494601249694824) | > loss_gen: 2.8462562561035156 (2.8044232318275855) | > loss_kl: 1.6434855461120605 (2.5946257867311178) | > loss_feat: 5.218820095062256 (7.350652544121993) | > loss_mel: 16.237695693969727 (18.363825747841283) | > loss_duration: 2.297208309173584 (2.310706954253347) | > loss_1: 28.243467330932617 (33.42423459103233)  --> STEP: 20 | > loss_disc: 2.2627758979797363 (2.345125913619995) | > loss_disc_real_0: 0.18176358938217163 (0.1520843416452408) | > loss_disc_real_1: 0.1769355833530426 (0.24320803955197334) | > loss_disc_real_2: 0.26727166771888733 (0.2815946124494075) | > loss_disc_real_3: 0.22167791426181793 (0.2716132365167141) | > loss_disc_real_4: 0.24101635813713074 (0.24441918060183526) | > loss_disc_real_5: 0.21503514051437378 (0.24945198073983194) | > loss_0: 2.2627758979797363 (2.345125913619995) | > loss_gen: 2.7014944553375244 (2.799276793003082) | > loss_kl: 2.2064967155456543 (2.5752193331718445) | > loss_feat: 5.399740219116211 (7.253106927871704) | > loss_mel: 19.160070419311523 (18.403637981414796) | > loss_duration: 2.289374828338623 (2.309640347957611) | > loss_1: 31.757177352905273 (33.340881729125975)  --> STEP: 21 | > loss_disc: 2.219874382019043 (2.3391615549723306) | > loss_disc_real_0: 0.0968012884259224 (0.14945181530146373) | > loss_disc_real_1: 0.21570385992527008 (0.24189831671260653) | > loss_disc_real_2: 0.1990705132484436 (0.2776648934398378) | > loss_disc_real_3: 0.31646791100502014 (0.27374917339710964) | > loss_disc_real_4: 0.2326650321483612 (0.2438594592469079) | > loss_disc_real_5: 0.2077353298664093 (0.24746547355538323) | > loss_0: 2.219874382019043 (2.3391615549723306) | > loss_gen: 2.72774338722229 (2.795870440346854) | > loss_kl: 2.778170347213745 (2.5848836671738398) | > loss_feat: 5.786643981933594 (7.183275359017508) | > loss_mel: 13.624016761779785 (18.176036970955984) | > loss_duration: 2.1101760864257812 (2.3001420497894287) | > loss_1: 27.026750564575195 (33.04020881652832)  --> STEP: 22 | > loss_disc: 2.27822208404541 (2.336391579021107) | > loss_disc_real_0: 0.1390388309955597 (0.14897849783301356) | > loss_disc_real_1: 0.22250206768512726 (0.24101666902953928) | > loss_disc_real_2: 0.2658590078353882 (0.2771282622759992) | > loss_disc_real_3: 0.23493383824825287 (0.2719848399812525) | > loss_disc_real_4: 0.30931729078292847 (0.24683481522581793) | > loss_disc_real_5: 0.3012745976448059 (0.24991134283217517) | > loss_0: 2.27822208404541 (2.336391579021107) | > loss_gen: 2.908454656600952 (2.8009879047220405) | > loss_kl: 2.0874154567718506 (2.562271475791931) | > loss_feat: 7.295263767242432 (7.188365741209551) | > loss_mel: 19.219688415527344 (18.223475672981955) | > loss_duration: 2.143592357635498 (2.293026154691523) | > loss_1: 33.654415130615234 (33.06812728535045)  --> STEP: 23 | > loss_disc: 2.329935073852539 (2.3361108614050825) | > loss_disc_real_0: 0.12805888056755066 (0.1480689492562543) | > loss_disc_real_1: 0.2879316806793213 (0.2430564521447472) | > loss_disc_real_2: 0.28006991744041443 (0.2772561603266259) | > loss_disc_real_3: 0.3032844066619873 (0.27334569070650183) | > loss_disc_real_4: 0.24657171964645386 (0.24682337628758472) | > loss_disc_real_5: 0.3114149570465088 (0.25258541301540705) | > loss_0: 2.329935073852539 (2.3361108614050825) | > loss_gen: 2.882859468460083 (2.804547537928042) | > loss_kl: 2.4463894367218018 (2.557233126267143) | > loss_feat: 6.337112903594971 (7.151354748269786) | > loss_mel: 17.580448150634766 (18.195517954619035) | > loss_duration: 2.265925407409668 (2.291847861331442) | > loss_1: 31.512737274169922 (33.00050163269042)  --> STEP: 24 | > loss_disc: 2.38142728805542 (2.3379990458488464) | > loss_disc_real_0: 0.08272072672843933 (0.14534610665092867) | > loss_disc_real_1: 0.2226942777633667 (0.24220802821218967) | > loss_disc_real_2: 0.21367260813713074 (0.2746068456520636) | > loss_disc_real_3: 0.2910340428352356 (0.2740827053785324) | > loss_disc_real_4: 0.20114845037460327 (0.24492025437454382) | > loss_disc_real_5: 0.24114400148391724 (0.2521086875349283) | > loss_0: 2.38142728805542 (2.3379990458488464) | > loss_gen: 2.2867255210876465 (2.7829716205596924) | > loss_kl: 2.7654991149902344 (2.5659108757972717) | > loss_feat: 6.2432780265808105 (7.113518218199412) | > loss_mel: 16.896997451782227 (18.1414129336675) | > loss_duration: 2.3710036277770996 (2.2951460182666774) | > loss_1: 30.563505172729492 (32.89896011352538)  --> STEP: 25 | > loss_disc: 2.7396180629730225 (2.3540638065338135) | > loss_disc_real_0: 0.09337344020605087 (0.14326719999313356) | > loss_disc_real_1: 0.25724536180496216 (0.24280952155590058) | > loss_disc_real_2: 0.29716601967811584 (0.2755092126131057) | > loss_disc_real_3: 0.28538477420806885 (0.2745347881317139) | > loss_disc_real_4: 0.26080161333084106 (0.24555550873279572) | > loss_disc_real_5: 0.31460070610046387 (0.25460836827754973) | > loss_0: 2.7396180629730225 (2.3540638065338135) | > loss_gen: 2.158668279647827 (2.7579994869232176) | > loss_kl: 2.3559296131134033 (2.557511625289917) | > loss_feat: 4.2635064125061035 (6.99951774597168) | > loss_mel: 12.903885841369629 (17.931911849975585) | > loss_duration: 2.353762149810791 (2.297490663528442) | > loss_1: 24.03575325012207 (32.54443183898925)  --> STEP: 26 | > loss_disc: 2.36191987991333 (2.354365963202256) | > loss_disc_real_0: 0.12399027496576309 (0.14252577979977316) | > loss_disc_real_1: 0.2529338598251343 (0.24319891918164033) | > loss_disc_real_2: 0.24449780583381653 (0.27431646619851763) | > loss_disc_real_3: 0.1729157269001007 (0.2706263626997288) | > loss_disc_real_4: 0.30542096495628357 (0.24785802627985293) | > loss_disc_real_5: 0.18554498255252838 (0.25195208421120274) | > loss_0: 2.36191987991333 (2.354365963202256) | > loss_gen: 2.445380449295044 (2.745975677783673) | > loss_kl: 1.820540189743042 (2.5291665700765757) | > loss_feat: 9.332592010498047 (7.089251371530386) | > loss_mel: 19.330963134765625 (17.9857215147752) | > loss_duration: 2.275528907775879 (2.2966459806148816) | > loss_1: 35.20500564575195 (32.64676160078781) --> EVAL PERFORMANCE | > avg_loader_time: 0.002318363923292893 (-0.000249468363248385) | > avg_loss_disc: 2.354365963202256 (-0.09106813944303083) | > avg_loss_disc_real_0: 0.14252577979977316 (+0.011819872575310558) | > avg_loss_disc_real_1: 0.24319891918164033 (+0.027611449360847473) | > avg_loss_disc_real_2: 0.27431646619851763 (+0.007754972920967829) | > avg_loss_disc_real_3: 0.2706263626997288 (-0.004435584522210545) | > avg_loss_disc_real_4: 0.24785802627985293 (-0.014359545249205408) | > avg_loss_disc_real_5: 0.25195208421120274 (+0.004323916366467145) | > avg_loss_0: 2.354365963202256 (-0.09106813944303083) | > avg_loss_gen: 2.745975677783673 (+0.26645117081128644) | > avg_loss_kl: 2.5291665700765757 (-0.15159739897801305) | > avg_loss_feat: 7.089251371530386 (+0.3619100864116964) | > avg_loss_mel: 17.9857215147752 (+0.2451783326955912) | > avg_loss_duration: 2.2966459806148816 (-0.011632396624638996) | > avg_loss_1: 32.64676160078781 (+0.7103099822997905)  > EPOCH: 351/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:26:47)   --> TIME: 2024-06-11 06:26:55 -- STEP: 19/330 -- GLOBAL_STEP: 203850 | > loss_disc: 2.358238697052002 (2.369630550083361) | > loss_disc_real_0: 0.08651664853096008 (0.10194576021872069) | > loss_disc_real_1: 0.13682901859283447 (0.20089166885928103) | > loss_disc_real_2: 0.17242665588855743 (0.22240870014617317) | > loss_disc_real_3: 0.23789818584918976 (0.2312375495308324) | > loss_disc_real_4: 0.24284480512142181 (0.23099239484259956) | > loss_disc_real_5: 0.21153712272644043 (0.23007291947540484) | > loss_0: 2.358238697052002 (2.369630550083361) | > grad_norm_0: tensor(7.3363, device='cuda:0') (tensor(9.2064, device='cuda:0')) | > loss_gen: 2.436657428741455 (2.4987092896511682) | > loss_kl: 1.7883131504058838 (1.8364927956932469) | > loss_feat: 7.646520137786865 (7.197343650617097) | > loss_mel: 18.43100929260254 (18.671501661601816) | > loss_duration: 2.0426435470581055 (2.1280505218003927) | > loss_1: 32.34514236450195 (32.33209780642861) | > grad_norm_1: tensor(115.7727, device='cuda:0') (tensor(104.0623, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3542 (0.3499842442964253) | > loader_time: 0.004 (0.0032219886779785156)  --> TIME: 2024-06-11 06:27:04 -- STEP: 44/330 -- GLOBAL_STEP: 203875 | > loss_disc: 2.360788106918335 (2.3306231498718266) | > loss_disc_real_0: 0.14408943057060242 (0.10920224271037361) | > loss_disc_real_1: 0.22219103574752808 (0.19747976179827342) | > loss_disc_real_2: 0.26678913831710815 (0.21764083917845378) | > loss_disc_real_3: 0.23643574118614197 (0.22641996531323952) | > loss_disc_real_4: 0.20381739735603333 (0.22557626935568723) | > loss_disc_real_5: 0.20371907949447632 (0.22217696092345499) | > loss_0: 2.360788106918335 (2.3306231498718266) | > grad_norm_0: tensor(12.3021, device='cuda:0') (tensor(9.3283, device='cuda:0')) | > loss_gen: 2.4473230838775635 (2.5253827951171184) | > loss_kl: 1.8816174268722534 (1.8774723546071486) | > loss_feat: 7.570744514465332 (7.270565813237971) | > loss_mel: 18.97953987121582 (18.45841867273504) | > loss_duration: 1.9581701755523682 (2.063118398189545) | > loss_1: 32.83739471435547 (32.19495803659613) | > grad_norm_1: tensor(224.1421, device='cuda:0') (tensor(115.6386, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3478 (0.35159244862469763) | > loader_time: 0.0036 (0.0033174536444924092)  --> TIME: 2024-06-11 06:27:13 -- STEP: 69/330 -- GLOBAL_STEP: 203900 | > loss_disc: 2.3284378051757812 (2.327712383823118) | > loss_disc_real_0: 0.10184048861265182 (0.10925358188325081) | > loss_disc_real_1: 0.1614403873682022 (0.19747435873833255) | > loss_disc_real_2: 0.19830147922039032 (0.21508645816989566) | > loss_disc_real_3: 0.19788658618927002 (0.22531194142673328) | > loss_disc_real_4: 0.21656446158885956 (0.22494606155416239) | > loss_disc_real_5: 0.23960469663143158 (0.22065993171671164) | > loss_0: 2.3284378051757812 (2.327712383823118) | > grad_norm_0: tensor(7.7826, device='cuda:0') (tensor(9.8860, device='cuda:0')) | > loss_gen: 2.558823347091675 (2.51718935413637) | > loss_kl: 1.8591923713684082 (1.871312746103259) | > loss_feat: 7.075741291046143 (7.264813340228537) | > loss_mel: 17.24171257019043 (18.386183503745258) | > loss_duration: 1.955910563468933 (2.0439034216645835) | > loss_1: 30.69137954711914 (32.08340230195418) | > grad_norm_1: tensor(83.2759, device='cuda:0') (tensor(114.3061, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3801 (0.35382442197937897) | > loader_time: 0.0035 (0.0034241399903228316)  --> TIME: 2024-06-11 06:27:23 -- STEP: 94/330 -- GLOBAL_STEP: 203925 | > loss_disc: 2.3747212886810303 (2.3381731256525566) | > loss_disc_real_0: 0.11720903217792511 (0.1116643988705696) | > loss_disc_real_1: 0.24184010922908783 (0.2002401944804699) | > loss_disc_real_2: 0.23954123258590698 (0.2150949851629582) | > loss_disc_real_3: 0.23545467853546143 (0.2268361176582093) | > loss_disc_real_4: 0.2295106202363968 (0.22615382978890805) | > loss_disc_real_5: 0.21935701370239258 (0.2202922877796153) | > loss_0: 2.3747212886810303 (2.3381731256525566) | > grad_norm_0: tensor(9.0766, device='cuda:0') (tensor(10.2010, device='cuda:0')) | > loss_gen: 2.4947428703308105 (2.507598808471193) | > loss_kl: 2.0153706073760986 (1.8802126544587157) | > loss_feat: 6.590890407562256 (7.199792922811305) | > loss_mel: 18.30318832397461 (18.337997598850986) | > loss_duration: 2.049736976623535 (2.0369430831138127) | > loss_1: 31.453929901123047 (31.96254504995143) | > grad_norm_1: tensor(137.4953, device='cuda:0') (tensor(116.7559, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3912 (0.36055088296849674) | > loader_time: 0.0046 (0.003593629979072733)  --> TIME: 2024-06-11 06:27:33 -- STEP: 119/330 -- GLOBAL_STEP: 203950 | > loss_disc: 2.357456684112549 (2.328482966463105) | > loss_disc_real_0: 0.10809341073036194 (0.11206892877817154) | > loss_disc_real_1: 0.22100988030433655 (0.1983027697360816) | > loss_disc_real_2: 0.20979511737823486 (0.21435922634701768) | > loss_disc_real_3: 0.19698910415172577 (0.2264074957420846) | > loss_disc_real_4: 0.19111867249011993 (0.225286105350286) | > loss_disc_real_5: 0.17691077291965485 (0.21857316028170226) | > loss_0: 2.357456684112549 (2.328482966463105) | > grad_norm_0: tensor(22.0178, device='cuda:0') (tensor(10.9879, device='cuda:0')) | > loss_gen: 2.5237793922424316 (2.514856378571326) | > loss_kl: 1.9753937721252441 (1.8828631649498178) | > loss_feat: 7.076473236083984 (7.223931104195218) | > loss_mel: 18.95659637451172 (18.29147590508983) | > loss_duration: 2.0290372371673584 (2.0363495750587526) | > loss_1: 32.561279296875 (31.94947608178403) | > grad_norm_1: tensor(204.5173, device='cuda:0') (tensor(128.7606, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3932 (0.3656436254998215) | > loader_time: 0.0037 (0.0037029430645854535)  --> TIME: 2024-06-11 06:27:43 -- STEP: 144/330 -- GLOBAL_STEP: 203975 | > loss_disc: 2.317080497741699 (2.3339651624361677) | > loss_disc_real_0: 0.11578831821680069 (0.11282917831300034) | > loss_disc_real_1: 0.1712697148323059 (0.19851533685707382) | > loss_disc_real_2: 0.20728804171085358 (0.21509099720666805) | > loss_disc_real_3: 0.21211610734462738 (0.2277537016198039) | > loss_disc_real_4: 0.22198966145515442 (0.225650884107583) | > loss_disc_real_5: 0.19793248176574707 (0.21871912220699918) | > loss_0: 2.317080497741699 (2.3339651624361677) | > grad_norm_0: tensor(21.3301, device='cuda:0') (tensor(12.6385, device='cuda:0')) | > loss_gen: 2.471902847290039 (2.5115639683273105) | > loss_kl: 1.8587661981582642 (1.8869820543461375) | > loss_feat: 7.9628424644470215 (7.207951065566805) | > loss_mel: 18.220117568969727 (18.277226342095286) | > loss_duration: 2.015282154083252 (2.0393383221493826) | > loss_1: 32.52891159057617 (31.923061715232002) | > grad_norm_1: tensor(431.5783, device='cuda:0') (tensor(153.0108, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3986 (0.37094356119632715) | > loader_time: 0.0038 (0.0038175516658359105)  --> TIME: 2024-06-11 06:27:52 -- STEP: 169/330 -- GLOBAL_STEP: 204000 | > loss_disc: 2.27593731880188 (2.3382556777028656) | > loss_disc_real_0: 0.10759377479553223 (0.1141749825879667) | > loss_disc_real_1: 0.17544856667518616 (0.19916272110487573) | > loss_disc_real_2: 0.20867587625980377 (0.21485691768883247) | > loss_disc_real_3: 0.2526843547821045 (0.22745591199256965) | > loss_disc_real_4: 0.244195818901062 (0.2256415485454028) | > loss_disc_real_5: 0.20324300229549408 (0.21871906227966736) | > loss_0: 2.27593731880188 (2.3382556777028656) | > grad_norm_0: tensor(23.7938, device='cuda:0') (tensor(14.0959, device='cuda:0')) | > loss_gen: 2.7848289012908936 (2.513709540903217) | > loss_kl: 1.808290958404541 (1.8856218136273897) | > loss_feat: 8.292591094970703 (7.218378721609623) | > loss_mel: 18.018951416015625 (18.276522156754908) | > loss_duration: 2.082047939300537 (2.0438740295771316) | > loss_1: 32.98670959472656 (31.938106232140896) | > grad_norm_1: tensor(331.7954, device='cuda:0') (tensor(171.8638, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3722 (0.3727384163783146) | > loader_time: 0.0042 (0.0038910010862632616) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_204000.pth  --> TIME: 2024-06-11 06:28:08 -- STEP: 194/330 -- GLOBAL_STEP: 204025 | > loss_disc: 2.5096306800842285 (2.338583828247702) | > loss_disc_real_0: 0.1660056710243225 (0.11522027688849833) | > loss_disc_real_1: 0.2203598916530609 (0.20025136014542622) | > loss_disc_real_2: 0.24401560425758362 (0.21430109917503043) | > loss_disc_real_3: 0.22931694984436035 (0.2271420481739585) | > loss_disc_real_4: 0.25683313608169556 (0.22508923816926693) | > loss_disc_real_5: 0.22163179516792297 (0.21877323006539) | > loss_0: 2.5096306800842285 (2.338583828247702) | > grad_norm_0: tensor(64.6725, device='cuda:0') (tensor(17.6493, device='cuda:0')) | > loss_gen: 2.5902767181396484 (2.5260423704520965) | > loss_kl: 2.0345230102539062 (1.8872320842497128) | > loss_feat: 7.524425506591797 (7.2221210617380045) | > loss_mel: 18.448795318603516 (18.254216076172515) | > loss_duration: 2.058871269226074 (2.0502198135729923) | > loss_1: 32.656890869140625 (31.939831389594325) | > grad_norm_1: tensor(294.4022, device='cuda:0') (tensor(194.3496, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.3853 (0.3756982223274781) | > loader_time: 0.0048 (0.004019205103215484)  --> TIME: 2024-06-11 06:28:18 -- STEP: 219/330 -- GLOBAL_STEP: 204050 | > loss_disc: 2.4224143028259277 (2.340382710983766) | > loss_disc_real_0: 0.0722857415676117 (0.11551900980271161) | > loss_disc_real_1: 0.16525396704673767 (0.2005621032899917) | > loss_disc_real_2: 0.22447533905506134 (0.21428169078750697) | > loss_disc_real_3: 0.2668300271034241 (0.22735401572974306) | > loss_disc_real_4: 0.2657509446144104 (0.22587747062177957) | > loss_disc_real_5: 0.24158522486686707 (0.21849054295450585) | > loss_0: 2.4224143028259277 (2.340382710983766) | > grad_norm_0: tensor(17.2853, device='cuda:0') (tensor(20.5306, device='cuda:0')) | > loss_gen: 2.492204427719116 (2.5329517556107763) | > loss_kl: 1.8947231769561768 (1.8878557164919432) | > loss_feat: 6.765230178833008 (7.233492859966678) | > loss_mel: 16.601192474365234 (18.193924646943685) | > loss_duration: 2.1184370517730713 (2.0566445148154466) | > loss_1: 29.871788024902344 (31.904869506348213) | > grad_norm_1: tensor(280.0703, device='cuda:0') (tensor(214.5506, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.4287 (0.3791132506714564) | > loader_time: 0.0055 (0.0041390651981580194)  --> TIME: 2024-06-11 06:28:29 -- STEP: 244/330 -- GLOBAL_STEP: 204075 | > loss_disc: 2.41034197807312 (2.3394519061338723) | > loss_disc_real_0: 0.1429285854101181 (0.11663160027294862) | > loss_disc_real_1: 0.2079053521156311 (0.20083717665955664) | > loss_disc_real_2: 0.2747831642627716 (0.2141228771966989) | > loss_disc_real_3: 0.22704873979091644 (0.22709102898103292) | > loss_disc_real_4: 0.2536742389202118 (0.22534339307028733) | > loss_disc_real_5: 0.22614271938800812 (0.21795987533252748) | > loss_0: 2.41034197807312 (2.3394519061338723) | > grad_norm_0: tensor(7.3916, device='cuda:0') (tensor(21.6815, device='cuda:0')) | > loss_gen: 2.3080220222473145 (2.5303176367869153) | > loss_kl: 1.8353506326675415 (1.8843376577877609) | > loss_feat: 6.1060686111450195 (7.233055599400254) | > loss_mel: 16.873882293701172 (18.15183302613557) | > loss_duration: 2.069706439971924 (2.0643854922935603) | > loss_1: 29.193029403686523 (31.863929365502027) | > grad_norm_1: tensor(208.0566, device='cuda:0') (tensor(227.6611, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.4366 (0.38372230138935026) | > loader_time: 0.0054 (0.0042836431597099945)  --> TIME: 2024-06-11 06:28:40 -- STEP: 269/330 -- GLOBAL_STEP: 204100 | > loss_disc: 2.276681900024414 (2.3398483721297043) | > loss_disc_real_0: 0.11108193546533585 (0.11711187923818714) | > loss_disc_real_1: 0.16738781332969666 (0.2006558734909752) | > loss_disc_real_2: 0.189936563372612 (0.2141125495770607) | > loss_disc_real_3: 0.2311701774597168 (0.22708758573328253) | > loss_disc_real_4: 0.24089734256267548 (0.22536789047008993) | > loss_disc_real_5: 0.241475909948349 (0.21774765688468972) | > loss_0: 2.276681900024414 (2.3398483721297043) | > grad_norm_0: tensor(11.6245, device='cuda:0') (tensor(21.4900, device='cuda:0')) | > loss_gen: 2.630448818206787 (2.5276251681232105) | > loss_kl: 1.8447374105453491 (1.8878242207282538) | > loss_feat: 7.693143844604492 (7.246122209556041) | > loss_mel: 18.413761138916016 (18.124972393078448) | > loss_duration: 2.1675572395324707 (2.0715383091823756) | > loss_1: 32.74964904785156 (31.85808223596736) | > grad_norm_1: tensor(312.7588, device='cuda:0') (tensor(234.7826, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.4449 (0.38898499038582834) | > loader_time: 0.0058 (0.00444436427828991)  --> TIME: 2024-06-11 06:28:52 -- STEP: 294/330 -- GLOBAL_STEP: 204125 | > loss_disc: 2.1978304386138916 (2.3395529506968824) | > loss_disc_real_0: 0.0847134217619896 (0.11753223324511325) | > loss_disc_real_1: 0.18748466670513153 (0.20066341560105883) | > loss_disc_real_2: 0.18101733922958374 (0.21426042437958875) | > loss_disc_real_3: 0.23678724467754364 (0.2268309153261639) | > loss_disc_real_4: 0.1910078078508377 (0.22547009962351144) | > loss_disc_real_5: 0.21257369220256805 (0.2178276089482567) | > loss_0: 2.1978304386138916 (2.3395529506968824) | > grad_norm_0: tensor(35.6662, device='cuda:0') (tensor(22.6908, device='cuda:0')) | > loss_gen: 2.4995176792144775 (2.5230168169047564) | > loss_kl: 1.8814234733581543 (1.8914396479016258) | > loss_feat: 7.8213324546813965 (7.240596081934819) | > loss_mel: 17.144834518432617 (18.076920382830583) | > loss_duration: 2.2137186527252197 (2.0807752033480154) | > loss_1: 31.560827255249023 (31.812748078586292) | > grad_norm_1: tensor(638.5181, device='cuda:0') (tensor(248.2283, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.4536 (0.39423565556402906) | > loader_time: 0.0066 (0.00459212997332722)  --> TIME: 2024-06-11 06:29:05 -- STEP: 319/330 -- GLOBAL_STEP: 204150 | > loss_disc: 2.3759841918945312 (2.3419531385726695) | > loss_disc_real_0: 0.13713768124580383 (0.11866993928871182) | > loss_disc_real_1: 0.18813279271125793 (0.20135332036728396) | > loss_disc_real_2: 0.2661128640174866 (0.21440467518698833) | > loss_disc_real_3: 0.2405989021062851 (0.2268097962611895) | > loss_disc_real_4: 0.22291627526283264 (0.2251051631186823) | > loss_disc_real_5: 0.2236758917570114 (0.21782358046796255) | > loss_0: 2.3759841918945312 (2.3419531385726695) | > grad_norm_0: tensor(15.3225, device='cuda:0') (tensor(24.5566, device='cuda:0')) | > loss_gen: 2.6390273571014404 (2.527443849180935) | > loss_kl: 1.9581682682037354 (1.8942007435526593) | > loss_feat: 8.439351081848145 (7.284080261720759) | > loss_mel: 17.688560485839844 (18.042377678204506) | > loss_duration: 2.2661733627319336 (2.093869958925394) | > loss_1: 32.99127960205078 (31.84197242880316) | > grad_norm_1: tensor(449.4151, device='cuda:0') (tensor(260.0656, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.5838 (0.40400726070224663) | > loader_time: 0.0079 (0.004798850295685675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.797341823577881 (2.797341823577881) | > loss_disc_real_0: 0.09792163968086243 (0.09792163968086243) | > loss_disc_real_1: 0.2906108796596527 (0.2906108796596527) | > loss_disc_real_2: 0.30488869547843933 (0.30488869547843933) | > loss_disc_real_3: 0.31309974193573 (0.31309974193573) | > loss_disc_real_4: 0.3005686104297638 (0.3005686104297638) | > loss_disc_real_5: 0.38016217947006226 (0.38016217947006226) | > loss_0: 2.797341823577881 (2.797341823577881) | > loss_gen: 2.332120895385742 (2.332120895385742) | > loss_kl: 2.027650833129883 (2.027650833129883) | > loss_feat: 6.8824310302734375 (6.8824310302734375) | > loss_mel: 18.74959373474121 (18.74959373474121) | > loss_duration: 2.789003372192383 (2.789003372192383) | > loss_1: 32.780799865722656 (32.780799865722656)  --> STEP: 1 | > loss_disc: 2.4942426681518555 (2.4942426681518555) | > loss_disc_real_0: 0.0989842414855957 (0.0989842414855957) | > loss_disc_real_1: 0.2702466547489166 (0.2702466547489166) | > loss_disc_real_2: 0.21009445190429688 (0.21009445190429688) | > loss_disc_real_3: 0.2572445869445801 (0.2572445869445801) | > loss_disc_real_4: 0.24683542549610138 (0.24683542549610138) | > loss_disc_real_5: 0.275145947933197 (0.275145947933197) | > loss_0: 2.4942426681518555 (2.4942426681518555) | > loss_gen: 2.2791385650634766 (2.2791385650634766) | > loss_kl: 1.9898000955581665 (1.9898000955581665) | > loss_feat: 5.493898868560791 (5.493898868560791) | > loss_mel: 17.356796264648438 (17.356796264648438) | > loss_duration: 2.479593276977539 (2.479593276977539) | > loss_1: 29.599227905273438 (29.599227905273438)  --> STEP: 2 | > loss_disc: 2.312753200531006 (2.4034979343414307) | > loss_disc_real_0: 0.07209572196006775 (0.08553998172283173) | > loss_disc_real_1: 0.3324171006679535 (0.30133187770843506) | > loss_disc_real_2: 0.3080717921257019 (0.2590831220149994) | > loss_disc_real_3: 0.2478332668542862 (0.25253892689943314) | > loss_disc_real_4: 0.28231021761894226 (0.2645728215575218) | > loss_disc_real_5: 0.2666822373867035 (0.27091409265995026) | > loss_0: 2.312753200531006 (2.4034979343414307) | > loss_gen: 2.9925379753112793 (2.635838270187378) | > loss_kl: 2.6243622303009033 (2.307081162929535) | > loss_feat: 6.508382320404053 (6.001140594482422) | > loss_mel: 19.454133987426758 (18.405465126037598) | > loss_duration: 2.4512243270874023 (2.4654088020324707) | > loss_1: 34.030643463134766 (31.8149356842041)  --> STEP: 3 | > loss_disc: 2.1655824184417725 (2.324192762374878) | > loss_disc_real_0: 0.07807373255491257 (0.083051232000192) | > loss_disc_real_1: 0.17174869775772095 (0.25813748439153034) | > loss_disc_real_2: 0.23329012095928192 (0.2504854549964269) | > loss_disc_real_3: 0.20654511451721191 (0.2372076561053594) | > loss_disc_real_4: 0.20650571584701538 (0.24521711965401968) | > loss_disc_real_5: 0.22878780961036682 (0.2568719983100891) | > loss_0: 2.1655824184417725 (2.324192762374878) | > loss_gen: 2.5238683223724365 (2.598514954249064) | > loss_kl: 3.128434658050537 (2.580865661303202) | > loss_feat: 6.764921188354492 (6.255734125773112) | > loss_mel: 16.762075424194336 (17.85766855875651) | > loss_duration: 2.2617459297180176 (2.397521177927653) | > loss_1: 31.4410457611084 (31.690305709838867)  --> STEP: 4 | > loss_disc: 2.472301959991455 (2.361220061779022) | > loss_disc_real_0: 0.18436187505722046 (0.10837889276444912) | > loss_disc_real_1: 0.2779482305049896 (0.26309017091989517) | > loss_disc_real_2: 0.23110854625701904 (0.24564122781157494) | > loss_disc_real_3: 0.29067832231521606 (0.25057532265782356) | > loss_disc_real_4: 0.2247801423072815 (0.24010787531733513) | > loss_disc_real_5: 0.26379847526550293 (0.25860361754894257) | > loss_0: 2.472301959991455 (2.361220061779022) | > loss_gen: 2.7453536987304688 (2.6352246403694153) | > loss_kl: 2.8637616634368896 (2.651589661836624) | > loss_feat: 7.304378032684326 (6.5178951025009155) | > loss_mel: 17.416440963745117 (17.747361660003662) | > loss_duration: 2.269667625427246 (2.3655577898025513) | > loss_1: 32.59960174560547 (31.917629718780518)  --> STEP: 5 | > loss_disc: 2.307049036026001 (2.350385856628418) | > loss_disc_real_0: 0.093235082924366 (0.10535013079643249) | > loss_disc_real_1: 0.2722940444946289 (0.26493094563484193) | > loss_disc_real_2: 0.21043314039707184 (0.23859961032867433) | > loss_disc_real_3: 0.27944719791412354 (0.25634969770908356) | > loss_disc_real_4: 0.2808885872364044 (0.24826401770114898) | > loss_disc_real_5: 0.29025885462760925 (0.2649346649646759) | > loss_0: 2.307049036026001 (2.350385856628418) | > loss_gen: 2.584564685821533 (2.625092649459839) | > loss_kl: 2.469027280807495 (2.615077185630798) | > loss_feat: 5.0416035652160645 (6.222636795043945) | > loss_mel: 19.417722702026367 (18.081433868408205) | > loss_duration: 2.383791446685791 (2.369204521179199) | > loss_1: 31.89670753479004 (31.913445281982423)  --> STEP: 6 | > loss_disc: 2.611891746520996 (2.393970171610514) | > loss_disc_real_0: 0.1439158320426941 (0.11177774767080943) | > loss_disc_real_1: 0.36428582668304443 (0.281490092476209) | > loss_disc_real_2: 0.22454595565795898 (0.23625733455022177) | > loss_disc_real_3: 0.31542614102363586 (0.26619577159484226) | > loss_disc_real_4: 0.22116975486278534 (0.24374830722808838) | > loss_disc_real_5: 0.2633114755153656 (0.26466413338979083) | > loss_0: 2.611891746520996 (2.393970171610514) | > loss_gen: 2.4246044158935547 (2.591677943865458) | > loss_kl: 2.486356496810913 (2.5936237374941506) | > loss_feat: 5.722187042236328 (6.139228502909343) | > loss_mel: 18.616493225097656 (18.170610427856445) | > loss_duration: 2.192833423614502 (2.3398093382517495) | > loss_1: 31.442474365234375 (31.834950129191082)  --> STEP: 7 | > loss_disc: 2.206293821334839 (2.367159264428275) | > loss_disc_real_0: 0.04049653559923172 (0.10159471737486976) | > loss_disc_real_1: 0.28643518686294556 (0.2821965345314571) | > loss_disc_real_2: 0.3164919912815094 (0.24771942836897715) | > loss_disc_real_3: 0.27847719192504883 (0.2679502602134432) | > loss_disc_real_4: 0.20936033129692078 (0.2388357392379216) | > loss_disc_real_5: 0.29856565594673157 (0.2695072080407824) | > loss_0: 2.206293821334839 (2.367159264428275) | > loss_gen: 3.0971319675445557 (2.6638856615339006) | > loss_kl: 3.8996288776397705 (2.7801959003720964) | > loss_feat: 8.852133750915527 (6.526786395481655) | > loss_mel: 19.028165817260742 (18.29311834062849) | > loss_duration: 2.5433549880981445 (2.368887288229806) | > loss_1: 37.420413970947266 (32.63287353515625)  --> STEP: 8 | > loss_disc: 1.9978152513504028 (2.320991262793541) | > loss_disc_real_0: 0.12072919309139252 (0.1039865268394351) | > loss_disc_real_1: 0.23703408241271973 (0.2765512280166149) | > loss_disc_real_2: 0.2147589772939682 (0.24359937198460102) | > loss_disc_real_3: 0.18181534111499786 (0.25718339532613754) | > loss_disc_real_4: 0.11983869969844818 (0.2239611092954874) | > loss_disc_real_5: 0.12763658165931702 (0.2517733797430992) | > loss_0: 1.9978152513504028 (2.320991262793541) | > loss_gen: 2.8791849613189697 (2.6907980740070343) | > loss_kl: 2.684936046600342 (2.768288418650627) | > loss_feat: 13.295247077941895 (7.372843980789185) | > loss_mel: 20.410585403442383 (18.557801723480225) | > loss_duration: 2.15950345993042 (2.342714309692383) | > loss_1: 41.42945861816406 (33.73244667053223)  --> STEP: 9 | > loss_disc: 2.4916179180145264 (2.339949780040317) | > loss_disc_real_0: 0.1430492103099823 (0.10832682500282924) | > loss_disc_real_1: 0.3234521448612213 (0.28176244099934894) | > loss_disc_real_2: 0.21037578582763672 (0.239907862411605) | > loss_disc_real_3: 0.2762086093425751 (0.2592973079946306) | > loss_disc_real_4: 0.19821280241012573 (0.221100186308225) | > loss_disc_real_5: 0.28720131516456604 (0.25570981701215106) | > loss_0: 2.4916179180145264 (2.339949780040317) | > loss_gen: 2.4990968704223633 (2.669497940275404) | > loss_kl: 2.2971320152282715 (2.715937707159254) | > loss_feat: 8.939363479614258 (7.546901702880859) | > loss_mel: 19.739219665527344 (18.689070383707683) | > loss_duration: 2.0839552879333496 (2.3139633072747126) | > loss_1: 35.55876541137695 (33.935370975070526)  --> STEP: 10 | > loss_disc: 2.4186785221099854 (2.3478226542472838) | > loss_disc_real_0: 0.12439034879207611 (0.10993317738175393) | > loss_disc_real_1: 0.3116377294063568 (0.28474996984004974) | > loss_disc_real_2: 0.203526109457016 (0.2362696871161461) | > loss_disc_real_3: 0.1996072232723236 (0.2533282995223999) | > loss_disc_real_4: 0.18130536377429962 (0.21712070405483247) | > loss_disc_real_5: 0.21108555793762207 (0.2512473911046982) | > loss_0: 2.4186785221099854 (2.3478226542472838) | > loss_gen: 2.571913242340088 (2.6597394704818726) | > loss_kl: 2.4802465438842773 (2.6923685908317565) | > loss_feat: 8.716136932373047 (7.663825225830078) | > loss_mel: 19.220645904541016 (18.742227935791014) | > loss_duration: 2.326425790786743 (2.3152095556259153) | > loss_1: 35.315372467041016 (34.07337112426758)  --> STEP: 11 | > loss_disc: 2.6542253494262695 (2.3756774447181006) | > loss_disc_real_0: 0.155007004737854 (0.1140307980504903) | > loss_disc_real_1: 0.2632218599319458 (0.28279286893931305) | > loss_disc_real_2: 0.20106080174446106 (0.2330688793550838) | > loss_disc_real_3: 0.21762323379516602 (0.2500823844562877) | > loss_disc_real_4: 0.20941133797168732 (0.21641985259272836) | > loss_disc_real_5: 0.20758628845214844 (0.2472781999544664) | > loss_0: 2.6542253494262695 (2.3756774447181006) | > loss_gen: 2.126650810241699 (2.611276865005493) | > loss_kl: 3.211453914642334 (2.7395581657236274) | > loss_feat: 7.318195343017578 (7.632404327392578) | > loss_mel: 17.079736709594727 (18.591092369773172) | > loss_duration: 2.4349727630615234 (2.3260971199382436) | > loss_1: 32.17101287841797 (33.90042946555398)  --> STEP: 12 | > loss_disc: 2.3042550086975098 (2.369725575049718) | > loss_disc_real_0: 0.07293809205293655 (0.11060640588402748) | > loss_disc_real_1: 0.18198299407958984 (0.27439204603433615) | > loss_disc_real_2: 0.2133653610944748 (0.23142691950003305) | > loss_disc_real_3: 0.2976103127002716 (0.2540430451432864) | > loss_disc_real_4: 0.22168025374412537 (0.21685821935534477) | > loss_disc_real_5: 0.22300468385219574 (0.24525540694594383) | > loss_0: 2.3042550086975098 (2.369725575049718) | > loss_gen: 2.4757416248321533 (2.599982261657715) | > loss_kl: 2.2524900436401367 (2.698969155550003) | > loss_feat: 7.219289302825928 (7.597978075345357) | > loss_mel: 19.141834259033203 (18.636987527211506) | > loss_duration: 2.2529256343841553 (2.3199994961420694) | > loss_1: 33.342281341552734 (33.85391712188721)  --> STEP: 13 | > loss_disc: 2.5346519947052 (2.382412222715524) | > loss_disc_real_0: 0.1281324326992035 (0.11195456179288718) | > loss_disc_real_1: 0.43882548809051514 (0.28704077234634995) | > loss_disc_real_2: 0.22103966772556305 (0.23062790013276613) | > loss_disc_real_3: 0.3212665915489197 (0.25921408717448896) | > loss_disc_real_4: 0.1657574623823166 (0.21292739189588106) | > loss_disc_real_5: 0.2918727397918701 (0.2488413556263997) | > loss_0: 2.5346519947052 (2.382412222715524) | > loss_gen: 2.9225642681121826 (2.6247962621542125) | > loss_kl: 2.254162073135376 (2.6647532261334934) | > loss_feat: 8.785632133483887 (7.689336079817552) | > loss_mel: 18.903841018676758 (18.65751471886268) | > loss_duration: 2.175968647003174 (2.308920200054462) | > loss_1: 35.04216766357422 (33.94532100970928)  --> STEP: 14 | > loss_disc: 2.4866466522216797 (2.3898575391088213) | > loss_disc_real_0: 0.0722021758556366 (0.10911510565451213) | > loss_disc_real_1: 0.2681175172328949 (0.28568911126681745) | > loss_disc_real_2: 0.21036259829998016 (0.2291803785732814) | > loss_disc_real_3: 0.25747743248939514 (0.259090040411268) | > loss_disc_real_4: 0.2109023779630661 (0.21278274804353714) | > loss_disc_real_5: 0.24496810138225555 (0.24856469460896083) | > loss_0: 2.4866466522216797 (2.3898575391088213) | > loss_gen: 2.2690820693969727 (2.5993881055286954) | > loss_kl: 3.3880937099456787 (2.7164204035486494) | > loss_feat: 5.874788284301758 (7.559725522994995) | > loss_mel: 19.932947158813477 (18.748617036002024) | > loss_duration: 2.415102958679199 (2.3165046828133717) | > loss_1: 33.8800163269043 (33.94065638950892)  --> STEP: 15 | > loss_disc: 2.274578332901001 (2.3821722586949665) | > loss_disc_real_0: 0.10592550039291382 (0.10890246530373891) | > loss_disc_real_1: 0.2672021985054016 (0.28445665041605644) | > loss_disc_real_2: 0.2315259575843811 (0.22933675050735475) | > loss_disc_real_3: 0.21539470553398132 (0.25617701808611554) | > loss_disc_real_4: 0.17004169523715973 (0.209933344523112) | > loss_disc_real_5: 0.2609558403491974 (0.24939077099164328) | > loss_0: 2.274578332901001 (2.3821722586949665) | > loss_gen: 2.793499708175659 (2.612328879038493) | > loss_kl: 3.0749592781066895 (2.740322995185852) | > loss_feat: 8.664865493774414 (7.633401521046957) | > loss_mel: 18.388376235961914 (18.724600982666015) | > loss_duration: 2.378713846206665 (2.320651960372925) | > loss_1: 35.3004150390625 (34.03130696614583)  --> STEP: 16 | > loss_disc: 2.6009886264801025 (2.3958482816815376) | > loss_disc_real_0: 0.15697091817855835 (0.11190674360841513) | > loss_disc_real_1: 0.3895646035671234 (0.2910258974879981) | > loss_disc_real_2: 0.29189416766166687 (0.23324658907949924) | > loss_disc_real_3: 0.21873009204864502 (0.2538365852087736) | > loss_disc_real_4: 0.17988009750843048 (0.20805501658469439) | > loss_disc_real_5: 0.23056504130363464 (0.24821416288614273) | > loss_0: 2.6009886264801025 (2.3958482816815376) | > loss_gen: 2.5124216079711914 (2.6060846745967865) | > loss_kl: 2.2268292903900146 (2.708229638636112) | > loss_feat: 7.471287250518799 (7.6232693791389465) | > loss_mel: 17.180721282958984 (18.628108501434326) | > loss_duration: 2.390143632888794 (2.3249951899051666) | > loss_1: 31.781402587890625 (33.890687942504876)  --> STEP: 17 | > loss_disc: 2.378704786300659 (2.39483984077678) | > loss_disc_real_0: 0.15253567695617676 (0.1142966808641658) | > loss_disc_real_1: 0.20921394228935242 (0.2862134295351366) | > loss_disc_real_2: 0.29317113757133484 (0.23677156252019546) | > loss_disc_real_3: 0.29837116599082947 (0.25645626643124747) | > loss_disc_real_4: 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2.5200350284576416 (2.611227207713657) | > loss_kl: 2.4707846641540527 (2.654410070843167) | > loss_feat: 7.2268385887146 (7.5892890559302435) | > loss_mel: 18.327312469482422 (18.55947462717692) | > loss_duration: 2.2397642135620117 (2.3246146043141684) | > loss_1: 32.78473663330078 (33.7390162150065)  --> STEP: 19 | > loss_disc: 2.5669379234313965 (2.4215831693850065) | > loss_disc_real_0: 0.15815356373786926 (0.1157817111203545) | > loss_disc_real_1: 0.24941565096378326 (0.28772709008894476) | > loss_disc_real_2: 0.17066451907157898 (0.23292989636722364) | > loss_disc_real_3: 0.3032817840576172 (0.26055382584270675) | > loss_disc_real_4: 0.20445634424686432 (0.21840533927867287) | > loss_disc_real_5: 0.2908945083618164 (0.260655192952407) | > loss_0: 2.5669379234313965 (2.4215831693850065) | > loss_gen: 2.3343985080718994 (2.5966572761535645) | > loss_kl: 1.9264034032821655 (2.6160939304452193) | > loss_feat: 7.7857513427734375 (7.599629176290412) | > loss_mel: 18.589309692382812 (18.561044893766706) | > loss_duration: 2.308393716812134 (2.3237608733930086) | > loss_1: 32.94425582885742 (33.69718672099865)  --> STEP: 20 | > loss_disc: 2.5875401496887207 (2.4298810184001924) | > loss_disc_real_0: 0.10292690992355347 (0.11513897106051445) | > loss_disc_real_1: 0.1371309459209442 (0.28019728288054474) | > loss_disc_real_2: 0.21718953549861908 (0.2321428783237934) | > loss_disc_real_3: 0.28296518325805664 (0.26167439371347423) | > loss_disc_real_4: 0.2416447252035141 (0.21956730857491494) | > loss_disc_real_5: 0.33161771297454834 (0.2642033189535141) | > loss_0: 2.5875401496887207 (2.4298810184001924) | > loss_gen: 1.9795308113098145 (2.5658009529113768) | > loss_kl: 2.1379177570343018 (2.5921851217746736) | > loss_feat: 3.6628963947296143 (7.402792537212372) | > loss_mel: 14.86457347869873 (18.376221323013304) | > loss_duration: 2.31807279586792 (2.3234764695167542) | > loss_1: 24.96299171447754 (33.2604769706726)  --> STEP: 21 | > loss_disc: 2.4730288982391357 (2.431935679344904) | > loss_disc_real_0: 0.08389094471931458 (0.11365096980617159) | > loss_disc_real_1: 0.1514861285686493 (0.274068180294264) | > loss_disc_real_2: 0.3363201320171356 (0.23710369992823827) | > loss_disc_real_3: 0.26462531089782715 (0.2618149135793958) | > loss_disc_real_4: 0.2600209414958954 (0.22149367204734258) | > loss_disc_real_5: 0.2954436242580414 (0.26569095253944397) | > loss_0: 2.4730288982391357 (2.431935679344904) | > loss_gen: 2.412271499633789 (2.558490026564825) | > loss_kl: 1.9932183027267456 (2.563662892296201) | > loss_feat: 5.6844353675842285 (7.320966005325317) | > loss_mel: 14.723531723022461 (18.202283723013743) | > loss_duration: 2.156033992767334 (2.315503018242972) | > loss_1: 26.969491958618164 (32.96090625581286)  --> STEP: 22 | > loss_disc: 2.5925590991973877 (2.4392367438836535) | > loss_disc_real_0: 0.13428741693496704 (0.11458899013020775) | > loss_disc_real_1: 0.23340758681297302 (0.2722199714996599) | > loss_disc_real_2: 0.21768911182880402 (0.23622121865099127) | > loss_disc_real_3: 0.19233867526054382 (0.2586569027467207) | > loss_disc_real_4: 0.2515619397163391 (0.2228604114868424) | > loss_disc_real_5: 0.23459385335445404 (0.2642774480310353) | > loss_0: 2.5925590991973877 (2.4392367438836535) | > loss_gen: 2.2619807720184326 (2.5450123331763526) | > loss_kl: 2.194324016571045 (2.546874761581421) | > loss_feat: 7.642951965332031 (7.335601730780168) | > loss_mel: 18.37750244140625 (18.2102482102134) | > loss_duration: 2.1648213863372803 (2.30865385315635) | > loss_1: 32.641578674316406 (32.94639136574484)  --> STEP: 23 | > loss_disc: 2.4102377891540527 (2.437975919764975) | > loss_disc_real_0: 0.11601018905639648 (0.11465078138786813) | > loss_disc_real_1: 0.23293162882328033 (0.27051178268764337) | > loss_disc_real_2: 0.22933244705200195 (0.23592170684233957) | > loss_disc_real_3: 0.25061580538749695 (0.2583072898180588) | > loss_disc_real_4: 0.2669391334056854 (0.2247768776572269) | > loss_disc_real_5: 0.31276437640190125 (0.26638557535150775) | > loss_0: 2.4102377891540527 (2.437975919764975) | > loss_gen: 2.4941325187683105 (2.5428001673325245) | > loss_kl: 2.2846689224243164 (2.535474507705025) | > loss_feat: 5.972063064575195 (7.276317440945169) | > loss_mel: 16.20428466796875 (18.12303240402885) | > loss_duration: 2.281282663345337 (2.3074638014254365) | > loss_1: 29.236433029174805 (32.78508882937223)  --> STEP: 24 | > loss_disc: 2.4872887134552 (2.440030619502068) | > loss_disc_real_0: 0.11095476895570755 (0.11449678086986144) | > loss_disc_real_1: 0.17847126722335815 (0.2666767612099648) | > loss_disc_real_2: 0.21940714120864868 (0.23523359994093576) | > loss_disc_real_3: 0.2647301256656647 (0.2585749079783757) | > loss_disc_real_4: 0.22301089763641357 (0.22470329515635967) | > loss_disc_real_5: 0.32643362879753113 (0.2688875775784254) | > loss_0: 2.4872887134552 (2.440030619502068) | > loss_gen: 2.191696882247925 (2.528170863787333) | > loss_kl: 1.957048773765564 (2.5113734354575477) | > loss_feat: 5.307115077972412 (7.194267342487971) | > loss_mel: 17.49310302734375 (18.096785346666973) | > loss_duration: 2.3929507732391357 (2.3110257585843406) | > loss_1: 29.3419132232666 (32.64162317911783)  --> STEP: 25 | > loss_disc: 2.693204641342163 (2.450157580375672) | > loss_disc_real_0: 0.17664703726768494 (0.11698279112577438) | > loss_disc_real_1: 0.33020851016044617 (0.2692180311679841) | > loss_disc_real_2: 0.29306042194366455 (0.2375466728210449) | > loss_disc_real_3: 0.22932521998882294 (0.2574049204587936) | > loss_disc_real_4: 0.2017955631017685 (0.22378698587417603) | > loss_disc_real_5: 0.2648168206214905 (0.268724747300148) | > loss_0: 2.693204641342163 (2.450157580375672) | > loss_gen: 2.5212228298187256 (2.527892942428589) | > loss_kl: 2.7427265644073486 (2.5206275606155395) | > loss_feat: 6.207798004150391 (7.154808568954468) | > loss_mel: 16.865440368652344 (18.047531547546388) | > loss_duration: 2.333566904067993 (2.3119274044036864) | > loss_1: 30.670753479003906 (32.56278839111327)  --> STEP: 26 | > loss_disc: 2.8865623474121094 (2.4669423791078424) | > loss_disc_real_0: 0.188516765832901 (0.11973409784527925) | > loss_disc_real_1: 0.0843164324760437 (0.2621064312182941) | > loss_disc_real_2: 0.17937296628952026 (0.23530922256983244) | > loss_disc_real_3: 0.2104574739933014 (0.2555992494408901) | > loss_disc_real_4: 0.21250760555267334 (0.22335316355411822) | > loss_disc_real_5: 0.2045554369688034 (0.2662566969027886) | > loss_0: 2.8865623474121094 (2.4669423791078424) | > loss_gen: 1.4997565746307373 (2.4883492359748254) | > loss_kl: 2.0807642936706543 (2.503709742656121) | > loss_feat: 5.951097011566162 (7.108511970593379) | > loss_mel: 10.272635459899902 (17.74849708263691) | > loss_duration: 2.2845964431762695 (2.3108762135872474) | > loss_1: 22.088848114013672 (32.15994453430175) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023525403096125675 (+3.417638631967451e-05) | > avg_loss_disc: 2.4669423791078424 (+0.1125764159055862) | > avg_loss_disc_real_0: 0.11973409784527925 (-0.02279168195449391) | > avg_loss_disc_real_1: 0.2621064312182941 (+0.01890751203665375) | > avg_loss_disc_real_2: 0.23530922256983244 (-0.039007243628685184) | > avg_loss_disc_real_3: 0.2555992494408901 (-0.015027113258838709) | > avg_loss_disc_real_4: 0.22335316355411822 (-0.02450486272573471) | > avg_loss_disc_real_5: 0.2662566969027886 (+0.014304612691585838) | > avg_loss_0: 2.4669423791078424 (+0.1125764159055862) | > avg_loss_gen: 2.4883492359748254 (-0.2576264418088474) | > avg_loss_kl: 2.503709742656121 (-0.025456827420454964) | > avg_loss_feat: 7.108511970593379 (+0.019260599062993045) | > avg_loss_mel: 17.74849708263691 (-0.2372244321382908) | > avg_loss_duration: 2.3108762135872474 (+0.014230232972365808) | > avg_loss_1: 32.15994453430175 (-0.4868170664860614)  > EPOCH: 352/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:29:31)   --> TIME: 2024-06-11 06:29:38 -- STEP: 14/330 -- GLOBAL_STEP: 204175 | > loss_disc: 2.3194141387939453 (2.3608204466956004) | > loss_disc_real_0: 0.10599736124277115 (0.11740357375570706) | > loss_disc_real_1: 0.2564326822757721 (0.2125587495309966) | > loss_disc_real_2: 0.21707002818584442 (0.21003176271915436) | > loss_disc_real_3: 0.22300462424755096 (0.2247278956430299) | > loss_disc_real_4: 0.22128385305404663 (0.21797988138028554) | > loss_disc_real_5: 0.18750780820846558 (0.21817498121942794) | > loss_0: 2.3194141387939453 (2.3608204466956004) | > grad_norm_0: tensor(16.4243, device='cuda:0') (tensor(8.6242, device='cuda:0')) | > loss_gen: 2.6226160526275635 (2.475139243262155) | > loss_kl: 1.7960567474365234 (1.837996210370745) | > loss_feat: 7.1579718589782715 (6.951121091842651) | > loss_mel: 17.364137649536133 (18.57481575012207) | > loss_duration: 2.059553623199463 (2.1418923735618596) | > loss_1: 31.000335693359375 (31.980964524405348) | > grad_norm_1: tensor(221.0022, device='cuda:0') (tensor(100.4377, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.3502 (0.35938940729413715) | > loader_time: 0.004 (0.0032655341284615652)  --> TIME: 2024-06-11 06:29:47 -- STEP: 39/330 -- GLOBAL_STEP: 204200 | > loss_disc: 2.3205740451812744 (2.3292213892325377) | > loss_disc_real_0: 0.12917783856391907 (0.11464961083271565) | > loss_disc_real_1: 0.16768181324005127 (0.19973978514854723) | > loss_disc_real_2: 0.227638378739357 (0.21180304197164682) | > loss_disc_real_3: 0.20556771755218506 (0.2258525972182934) | > loss_disc_real_4: 0.22146068513393402 (0.22429458644145575) | > loss_disc_real_5: 0.2368895709514618 (0.215511265091407) | > loss_0: 2.3205740451812744 (2.3292213892325377) | > grad_norm_0: tensor(5.9567, device='cuda:0') (tensor(10.5636, device='cuda:0')) | > loss_gen: 2.5810985565185547 (2.5181937645643186) | > loss_kl: 1.8189053535461426 (1.8192679423552294) | > loss_feat: 7.628878116607666 (7.2327698316329565) | > loss_mel: 18.080196380615234 (18.468928019205723) | > loss_duration: 2.0383262634277344 (2.0722868809333215) | > loss_1: 32.14740753173828 (32.11144652733437) | > grad_norm_1: tensor(76.6140, device='cuda:0') (tensor(109.3211, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.3693 (0.36003272350017834) | > loader_time: 0.0035 (0.003436730458186223)  --> TIME: 2024-06-11 06:29:56 -- STEP: 64/330 -- GLOBAL_STEP: 204225 | > loss_disc: 2.3633968830108643 (2.332871455699206) | > loss_disc_real_0: 0.08823350071907043 (0.11405368580017239) | > loss_disc_real_1: 0.1608673632144928 (0.19866730854846537) | > loss_disc_real_2: 0.2707098424434662 (0.21481863758526742) | > loss_disc_real_3: 0.2593842148780823 (0.2271592365577817) | > loss_disc_real_4: 0.22481824457645416 (0.2236730521544814) | > loss_disc_real_5: 0.22288817167282104 (0.2153949444182217) | > loss_0: 2.3633968830108643 (2.332871455699206) | > grad_norm_0: tensor(9.5936, device='cuda:0') (tensor(10.8845, device='cuda:0')) | > loss_gen: 2.631223201751709 (2.514115322381259) | > loss_kl: 1.7739924192428589 (1.8374180849641562) | > loss_feat: 6.738375186920166 (7.272792264819145) | > loss_mel: 18.688749313354492 (18.492760151624672) | > loss_duration: 2.0130269527435303 (2.0480610094964513) | > loss_1: 31.845367431640625 (32.16514694690706) | > grad_norm_1: tensor(98.8251, device='cuda:0') (tensor(109.2260, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.3635 (0.364030972123146) | > loader_time: 0.0037 (0.003575563430786133)  --> TIME: 2024-06-11 06:30:06 -- STEP: 89/330 -- GLOBAL_STEP: 204250 | > loss_disc: 2.3463590145111084 (2.332664969262113) | > loss_disc_real_0: 0.1159692034125328 (0.1141457621301158) | > loss_disc_real_1: 0.18961761891841888 (0.19901555826824702) | > loss_disc_real_2: 0.1992689073085785 (0.21449269638972335) | > loss_disc_real_3: 0.23660744726657867 (0.2269079229804907) | > loss_disc_real_4: 0.24275648593902588 (0.2254893034696579) | > loss_disc_real_5: 0.2260524332523346 (0.21645138086227889) | > loss_0: 2.3463590145111084 (2.332664969262113) | > grad_norm_0: tensor(23.6775, device='cuda:0') (tensor(13.4647, device='cuda:0')) | > loss_gen: 2.481125593185425 (2.5138913111740293) | > loss_kl: 1.7301987409591675 (1.8581443743759327) | > loss_feat: 6.686135768890381 (7.266796953222725) | > loss_mel: 18.744354248046875 (18.407807339443245) | > loss_duration: 2.0306782722473145 (2.037992758697338) | > loss_1: 31.6724910736084 (32.08463276638076) | > grad_norm_1: tensor(363.6705, device='cuda:0') (tensor(157.5149, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.3652 (0.3654020529114798) | > loader_time: 0.0038 (0.003666816132791926)  --> TIME: 2024-06-11 06:30:15 -- STEP: 114/330 -- GLOBAL_STEP: 204275 | > loss_disc: 2.2562649250030518 (2.336872550479154) | > loss_disc_real_0: 0.0896250307559967 (0.11379308495343778) | > loss_disc_real_1: 0.2144313007593155 (0.19904365377467975) | > loss_disc_real_2: 0.2250577211380005 (0.21377425536251904) | > loss_disc_real_3: 0.20563244819641113 (0.22667864945374036) | > loss_disc_real_4: 0.22308942675590515 (0.22719604678844152) | > loss_disc_real_5: 0.21142074465751648 (0.21872086313210035) | > loss_0: 2.2562649250030518 (2.336872550479154) | > grad_norm_0: tensor(22.4723, device='cuda:0') (tensor(16.5333, device='cuda:0')) | > loss_gen: 2.5743229389190674 (2.5187207732284294) | > loss_kl: 1.9808063507080078 (1.8772547109085216) | > loss_feat: 7.993277549743652 (7.245266420799389) | > loss_mel: 19.056026458740234 (18.3979632561667) | > loss_duration: 2.053281545639038 (2.036813045802868) | > loss_1: 33.65771484375 (32.07601826651056) | > grad_norm_1: tensor(366.5578, device='cuda:0') (tensor(193.7801, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.361 (0.3667398963058204) | > loader_time: 0.0043 (0.0037908972355357386)  --> TIME: 2024-06-11 06:30:25 -- STEP: 139/330 -- GLOBAL_STEP: 204300 | > loss_disc: 2.423204183578491 (2.34114772981877) | > loss_disc_real_0: 0.10641360282897949 (0.11342279736301024) | > loss_disc_real_1: 0.2004883736371994 (0.19923890419572376) | > loss_disc_real_2: 0.17784321308135986 (0.21428111420689727) | > loss_disc_real_3: 0.23637542128562927 (0.22766811030802966) | > loss_disc_real_4: 0.2641022503376007 (0.22668335023972627) | > loss_disc_real_5: 0.2627767324447632 (0.21908563096746267) | > loss_0: 2.423204183578491 (2.34114772981877) | > grad_norm_0: tensor(42.7239, device='cuda:0') (tensor(18.4995, device='cuda:0')) | > loss_gen: 2.590498924255371 (2.523430429774224) | > loss_kl: 1.8795338869094849 (1.8837878172346156) | > loss_feat: 7.308056831359863 (7.247115831580951) | > loss_mel: 18.358043670654297 (18.397335491592084) | > loss_duration: 2.102416515350342 (2.040910851183555) | > loss_1: 32.23855209350586 (32.09258045223979) | > grad_norm_1: tensor(304.5858, device='cuda:0') (tensor(211.7760, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.3643 (0.3693143944088504) | > loader_time: 0.0044 (0.0038861851040407906)  --> TIME: 2024-06-11 06:30:35 -- STEP: 164/330 -- GLOBAL_STEP: 204325 | > loss_disc: 2.4417452812194824 (2.3408726497394285) | > loss_disc_real_0: 0.11327633261680603 (0.1150423520494525) | > loss_disc_real_1: 0.2691172659397125 (0.19948254916362645) | > loss_disc_real_2: 0.21515800058841705 (0.21463416798449145) | > loss_disc_real_3: 0.23113800585269928 (0.22714011571029338) | > loss_disc_real_4: 0.19438453018665314 (0.22525788425672344) | > loss_disc_real_5: 0.22299422323703766 (0.21896445442263673) | > loss_0: 2.4417452812194824 (2.3408726497394285) | > grad_norm_0: tensor(11.7054, device='cuda:0') (tensor(21.5649, device='cuda:0')) | > loss_gen: 2.4057676792144775 (2.5256865969518345) | > loss_kl: 1.7677346467971802 (1.8847068708117416) | > loss_feat: 6.749699115753174 (7.241738278691361) | > loss_mel: 17.774717330932617 (18.365478213240465) | > loss_duration: 2.112600326538086 (2.0423593346665547) | > loss_1: 30.81052017211914 (32.05996936705057) | > grad_norm_1: tensor(315.8726, device='cuda:0') (tensor(230.1256, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.4046 (0.3725167905412069) | > loader_time: 0.0043 (0.003999846737559247)  --> TIME: 2024-06-11 06:30:45 -- STEP: 189/330 -- GLOBAL_STEP: 204350 | > loss_disc: 2.1808996200561523 (2.341985380838788) | > loss_disc_real_0: 0.08029437810182571 (0.1141601187921075) | > loss_disc_real_1: 0.17880471050739288 (0.19927772919021586) | > loss_disc_real_2: 0.17841176688671112 (0.214596835866807) | > loss_disc_real_3: 0.21830521523952484 (0.22750722423747735) | > loss_disc_real_4: 0.20751482248306274 (0.22702720950520228) | > loss_disc_real_5: 0.20697052776813507 (0.21978468073423577) | > loss_0: 2.1808996200561523 (2.341985380838788) | > grad_norm_0: tensor(16.0903, device='cuda:0') (tensor(23.5845, device='cuda:0')) | > loss_gen: 2.8125836849212646 (2.5328226959894584) | > loss_kl: 2.053424596786499 (1.8885432097016188) | > loss_feat: 7.839414596557617 (7.260839923979744) | > loss_mel: 18.481365203857422 (18.332394897622404) | > loss_duration: 2.1175293922424316 (2.0485236808736484) | > loss_1: 33.304317474365234 (32.063124419520165) | > grad_norm_1: tensor(383.2459, device='cuda:0') (tensor(247.0233, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.4073 (0.3751398608798072) | > loader_time: 0.0049 (0.004103876295543849)  --> TIME: 2024-06-11 06:30:55 -- STEP: 214/330 -- GLOBAL_STEP: 204375 | > loss_disc: 2.3716013431549072 (2.33835951078718) | > loss_disc_real_0: 0.0767962858080864 (0.11433862974849816) | > loss_disc_real_1: 0.21908830106258392 (0.19954393811036494) | > loss_disc_real_2: 0.2198672592639923 (0.21462547723377975) | > loss_disc_real_3: 0.24287378787994385 (0.22784927362036483) | > loss_disc_real_4: 0.24208363890647888 (0.22560510310892748) | > loss_disc_real_5: 0.24915935099124908 (0.21935277759471786) | > loss_0: 2.3716013431549072 (2.33835951078718) | > grad_norm_0: tensor(16.1442, device='cuda:0') (tensor(25.0517, device='cuda:0')) | > loss_gen: 2.4326629638671875 (2.5340790213825546) | > loss_kl: 1.7159138917922974 (1.891165147317904) | > loss_feat: 6.486571311950684 (7.263279663068112) | > loss_mel: 17.528406143188477 (18.30587775684963) | > loss_duration: 2.1463561058044434 (2.055115103721618) | > loss_1: 30.309911727905273 (32.04951671350783) | > grad_norm_1: tensor(288.5951, device='cuda:0') (tensor(262.7247, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.3946 (0.3783402999984884) | > loader_time: 0.005 (0.004214965294454695)  --> TIME: 2024-06-11 06:31:06 -- STEP: 239/330 -- GLOBAL_STEP: 204400 | > loss_disc: 2.343360424041748 (2.3372368154166634) | > loss_disc_real_0: 0.1397370994091034 (0.11461960078532726) | > loss_disc_real_1: 0.2205868661403656 (0.1992773661803002) | > loss_disc_real_2: 0.21286198496818542 (0.21406168923966556) | > loss_disc_real_3: 0.25006774067878723 (0.22748880418773476) | > loss_disc_real_4: 0.22398598492145538 (0.22549481521590484) | > loss_disc_real_5: 0.2348804622888565 (0.21891622014624304) | > loss_0: 2.343360424041748 (2.3372368154166634) | > grad_norm_0: tensor(40.3304, device='cuda:0') (tensor(25.7722, device='cuda:0')) | > loss_gen: 2.631199359893799 (2.531136268352365) | > loss_kl: 1.8321479558944702 (1.8960398889485761) | > loss_feat: 7.254327297210693 (7.26351814988268) | > loss_mel: 17.318477630615234 (18.2654226694147) | > loss_duration: 2.091911792755127 (2.0624715433958674) | > loss_1: 31.128063201904297 (32.01858854094311) | > grad_norm_1: tensor(164.1236, device='cuda:0') (tensor(272.4846, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.4152 (0.3825320978044965) | > loader_time: 0.0061 (0.004356432160573022)  --> TIME: 2024-06-11 06:31:17 -- STEP: 264/330 -- GLOBAL_STEP: 204425 | > loss_disc: 2.325605630874634 (2.337442014253501) | > loss_disc_real_0: 0.12654593586921692 (0.11528111949111476) | > loss_disc_real_1: 0.19505228102207184 (0.1995288385924968) | > loss_disc_real_2: 0.19613397121429443 (0.21401291634097241) | > loss_disc_real_3: 0.218825563788414 (0.22742049796788982) | > loss_disc_real_4: 0.19413979351520538 (0.22602036076061655) | > loss_disc_real_5: 0.1734604686498642 (0.21896388788114896) | > loss_0: 2.325605630874634 (2.337442014253501) | > grad_norm_0: tensor(9.7638, device='cuda:0') (tensor(26.3128, device='cuda:0')) | > loss_gen: 2.3882691860198975 (2.528857430725387) | > loss_kl: 1.9409517049789429 (1.9010298410148332) | > loss_feat: 6.6397786140441895 (7.271771214225075) | > loss_mel: 17.527931213378906 (18.228697430003777) | > loss_duration: 2.1800599098205566 (2.069633947177366) | > loss_1: 30.676990509033203 (31.999989878047604) | > grad_norm_1: tensor(388.3196, device='cuda:0') (tensor(278.9711, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.4569 (0.3877709851120458) | > loader_time: 0.0061 (0.0044933015649968894)  --> TIME: 2024-06-11 06:31:29 -- STEP: 289/330 -- GLOBAL_STEP: 204450 | > loss_disc: 2.340212821960449 (2.339063138697799) | > loss_disc_real_0: 0.06987052410840988 (0.11597025799194421) | > loss_disc_real_1: 0.22715947031974792 (0.1995974082538413) | > loss_disc_real_2: 0.1721230000257492 (0.21370825661301202) | > loss_disc_real_3: 0.26232630014419556 (0.22752867071892563) | > loss_disc_real_4: 0.23341874778270721 (0.22611727377328905) | > loss_disc_real_5: 0.19512346386909485 (0.21901341762303486) | > loss_0: 2.340212821960449 (2.339063138697799) | > grad_norm_0: tensor(17.7726, device='cuda:0') (tensor(28.5425, device='cuda:0')) | > loss_gen: 2.5444869995117188 (2.5270060288452365) | > loss_kl: 1.9779664278030396 (1.9070294253966387) | > loss_feat: 7.836152076721191 (7.2790474710167485) | > loss_mel: 16.554758071899414 (18.171630469985487) | > loss_duration: 2.224421977996826 (2.078678419020761) | > loss_1: 31.137786865234375 (31.963391848501455) | > grad_norm_1: tensor(458.8598, device='cuda:0') (tensor(295.6497, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.4543 (0.3940231082348674) | > loader_time: 0.007 (0.0046881053686966935)  --> TIME: 2024-06-11 06:31:42 -- STEP: 314/330 -- GLOBAL_STEP: 204475 | > loss_disc: 2.2683775424957275 (2.3416911325636938) | > loss_disc_real_0: 0.10734608769416809 (0.11713624164272265) | > loss_disc_real_1: 0.19194334745407104 (0.200194499057949) | > loss_disc_real_2: 0.1930525004863739 (0.2139394908289241) | > loss_disc_real_3: 0.21206240355968475 (0.22754399174717582) | > loss_disc_real_4: 0.18632787466049194 (0.22619476553740775) | > loss_disc_real_5: 0.18130062520503998 (0.2189650779032404) | > loss_0: 2.2683775424957275 (2.3416911325636938) | > grad_norm_0: tensor(65.3464, device='cuda:0') (tensor(30.8192, device='cuda:0')) | > loss_gen: 2.373117446899414 (2.5301606928467) | > loss_kl: 1.8820703029632568 (1.9101533635406738) | > loss_feat: 8.172820091247559 (7.29187807763458) | > loss_mel: 18.684581756591797 (18.130008998190522) | > loss_duration: 2.2552309036254883 (2.0909376501277754) | > loss_1: 33.367820739746094 (31.953138813091698) | > grad_norm_1: tensor(554.6476, device='cuda:0') (tensor(310.3603, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.5227 (0.4024888588364714) | > loader_time: 0.0085 (0.00491804757695289)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.199138641357422 (2.199138641357422) | > loss_disc_real_0: 0.08169601857662201 (0.08169601857662201) | > loss_disc_real_1: 0.14810886979103088 (0.14810886979103088) | > loss_disc_real_2: 0.1937486082315445 (0.1937486082315445) | > loss_disc_real_3: 0.25453636050224304 (0.25453636050224304) | > loss_disc_real_4: 0.20370812714099884 (0.20370812714099884) | > loss_disc_real_5: 0.1771664172410965 (0.1771664172410965) | > loss_0: 2.199138641357422 (2.199138641357422) | > loss_gen: 2.199847936630249 (2.199847936630249) | > loss_kl: 1.87824547290802 (1.87824547290802) | > loss_feat: 7.98861026763916 (7.98861026763916) | > loss_mel: 18.45676612854004 (18.45676612854004) | > loss_duration: 2.980870246887207 (2.980870246887207) | > loss_1: 33.50434112548828 (33.50434112548828)  --> STEP: 1 | > loss_disc: 2.369086503982544 (2.369086503982544) | > loss_disc_real_0: 0.10797422379255295 (0.10797422379255295) | > loss_disc_real_1: 0.19961166381835938 (0.19961166381835938) | > loss_disc_real_2: 0.1713351458311081 (0.1713351458311081) | > loss_disc_real_3: 0.29382622241973877 (0.29382622241973877) | > loss_disc_real_4: 0.24399636685848236 (0.24399636685848236) | > loss_disc_real_5: 0.2790610194206238 (0.2790610194206238) | > loss_0: 2.369086503982544 (2.369086503982544) | > loss_gen: 2.3070595264434814 (2.3070595264434814) | > loss_kl: 2.829404830932617 (2.829404830932617) | > loss_feat: 5.072700500488281 (5.072700500488281) | > loss_mel: 17.81072425842285 (17.81072425842285) | > loss_duration: 2.3984014987945557 (2.3984014987945557) | > loss_1: 30.418291091918945 (30.418291091918945)  --> STEP: 2 | > loss_disc: 2.3547396659851074 (2.3619130849838257) | > loss_disc_real_0: 0.04648248106241226 (0.0772283524274826) | > loss_disc_real_1: 0.22258611023426056 (0.21109888702630997) | > loss_disc_real_2: 0.2581794559955597 (0.2147573009133339) | > loss_disc_real_3: 0.2596345841884613 (0.27673040330410004) | > loss_disc_real_4: 0.2482714056968689 (0.24613388627767563) | > loss_disc_real_5: 0.3137637674808502 (0.296412393450737) | > loss_0: 2.3547396659851074 (2.3619130849838257) | > loss_gen: 2.4413509368896484 (2.374205231666565) | > loss_kl: 2.920206069946289 (2.874805450439453) | > loss_feat: 5.1153082847595215 (5.094004392623901) | > loss_mel: 19.5394344329834 (18.675079345703125) | > loss_duration: 2.4524669647216797 (2.4254342317581177) | > loss_1: 32.46876525878906 (31.443528175354004)  --> STEP: 3 | > loss_disc: 2.526951313018799 (2.41692582766215) | > loss_disc_real_0: 0.14941909909248352 (0.10129193464914958) | > loss_disc_real_1: 0.2036282867193222 (0.2086086869239807) | > loss_disc_real_2: 0.25273412466049194 (0.22741624216238657) | > loss_disc_real_3: 0.3226775527000427 (0.29204611976941425) | > loss_disc_real_4: 0.23917891085147858 (0.24381556113560995) | > loss_disc_real_5: 0.2654719948768616 (0.2860989272594452) | > loss_0: 2.526951313018799 (2.41692582766215) | > loss_gen: 2.5121102333068848 (2.4201735655466714) | > loss_kl: 2.762716770172119 (2.8374425570170083) | > loss_feat: 6.274906158447266 (5.4876383145650225) | > loss_mel: 18.79764175415039 (18.715933481852215) | > loss_duration: 2.2867841720581055 (2.379217545191447) | > loss_1: 32.634159088134766 (31.840405146280926)  --> STEP: 4 | > loss_disc: 2.192986249923706 (2.360940933227539) | > loss_disc_real_0: 0.214594304561615 (0.12961752712726593) | > loss_disc_real_1: 0.26247483491897583 (0.2220752239227295) | > loss_disc_real_2: 0.17403274774551392 (0.2140703685581684) | > loss_disc_real_3: 0.22168050706386566 (0.2744547165930271) | > loss_disc_real_4: 0.1496114283800125 (0.2202645279467106) | > loss_disc_real_5: 0.15387070178985596 (0.2530418708920479) | > loss_0: 2.192986249923706 (2.360940933227539) | > loss_gen: 2.4165444374084473 (2.4192662835121155) | > loss_kl: 2.9380903244018555 (2.86260449886322) | > loss_feat: 8.115791320800781 (6.144676566123962) | > loss_mel: 19.619731903076172 (18.941883087158203) | > loss_duration: 2.285205364227295 (2.355714499950409) | > loss_1: 35.3753662109375 (32.72414541244507)  --> STEP: 5 | > loss_disc: 2.3818113803863525 (2.365115022659302) | > loss_disc_real_0: 0.15055274963378906 (0.13380457162857057) | > loss_disc_real_1: 0.28130555152893066 (0.23392128944396973) | > loss_disc_real_2: 0.24855360388755798 (0.22096701562404633) | > loss_disc_real_3: 0.25621718168258667 (0.270807209610939) | > loss_disc_real_4: 0.241882786154747 (0.22458817958831787) | > loss_disc_real_5: 0.18902982771396637 (0.24023946225643159) | > loss_0: 2.3818113803863525 (2.365115022659302) | > loss_gen: 2.5628621578216553 (2.4479854583740233) | > loss_kl: 2.1037909984588623 (2.7108417987823485) | > loss_feat: 6.067964553833008 (6.129334163665772) | > loss_mel: 19.130619049072266 (18.979630279541016) | > loss_duration: 2.337563991546631 (2.3520843982696533) | > loss_1: 32.20280075073242 (32.61987648010254)  --> STEP: 6 | > loss_disc: 2.5618600845336914 (2.397905866305033) | > loss_disc_real_0: 0.14949198067188263 (0.1364191398024559) | > loss_disc_real_1: 0.2604714334011078 (0.23834631343682608) | > loss_disc_real_2: 0.23299770057201385 (0.22297212978204092) | > loss_disc_real_3: 0.26000693440437317 (0.26900716374317807) | > loss_disc_real_4: 0.24756792187690735 (0.2284181366364161) | > loss_disc_real_5: 0.22544659674167633 (0.23777398467063904) | > loss_0: 2.5618600845336914 (2.397905866305033) | > loss_gen: 2.207148551940918 (2.407845973968506) | > loss_kl: 2.4495115280151367 (2.66728675365448) | > loss_feat: 5.54619026184082 (6.032143513361613) | > loss_mel: 19.250072479248047 (19.024703979492188) | > loss_duration: 2.1531529426574707 (2.318929155667623) | > loss_1: 31.606075286865234 (32.45090961456299)  --> STEP: 7 | > loss_disc: 2.2928059101104736 (2.3828915868486678) | > loss_disc_real_0: 0.15799599885940552 (0.139501548239163) | > loss_disc_real_1: 0.21067190170288086 (0.23439282604626246) | > loss_disc_real_2: 0.22044433653354645 (0.22261101646082743) | > loss_disc_real_3: 0.27900761365890503 (0.2704357994454248) | > loss_disc_real_4: 0.23769617080688477 (0.2297435700893402) | > loss_disc_real_5: 0.21566808223724365 (0.23461599860872542) | > loss_0: 2.2928059101104736 (2.3828915868486678) | > loss_gen: 2.5907797813415527 (2.4339793750217984) | > loss_kl: 3.444849729537964 (2.778367178780692) | > loss_feat: 6.137094497680664 (6.047136511121478) | > loss_mel: 18.353336334228516 (18.928794315883092) | > loss_duration: 2.4576334953308105 (2.3387440613337924) | > loss_1: 32.98369216918945 (32.527021408081055)  --> STEP: 8 | > loss_disc: 2.2472598552703857 (2.3659376204013824) | > loss_disc_real_0: 0.1834532618522644 (0.14499551244080067) | > loss_disc_real_1: 0.19584862887859344 (0.22957480140030384) | > loss_disc_real_2: 0.21310536563396454 (0.22142281010746956) | > loss_disc_real_3: 0.23839330673217773 (0.2664304878562689) | > loss_disc_real_4: 0.1833345741033554 (0.2239424455910921) | > loss_disc_real_5: 0.17078891396522522 (0.2266376130282879) | > loss_0: 2.2472598552703857 (2.3659376204013824) | > loss_gen: 2.3951573371887207 (2.4291266202926636) | > loss_kl: 2.3389456272125244 (2.723439484834671) | > loss_feat: 8.8152437210083 (6.39314991235733) | > loss_mel: 18.71469497680664 (18.902031898498535) | > loss_duration: 2.18741774559021 (2.3198282718658447) | > loss_1: 34.45145797729492 (32.76757597923279)  --> STEP: 9 | > loss_disc: 2.403287649154663 (2.3700876235961914) | > loss_disc_real_0: 0.2545282244682312 (0.15716581377718183) | > loss_disc_real_1: 0.17541471123695374 (0.22355701360437605) | > loss_disc_real_2: 0.22125521302223206 (0.22140418820910984) | > loss_disc_real_3: 0.23793168365955353 (0.26326395405663383) | > loss_disc_real_4: 0.23086729645729065 (0.22471187346511418) | > loss_disc_real_5: 0.21342241764068604 (0.22516925798522103) | > loss_0: 2.403287649154663 (2.3700876235961914) | > loss_gen: 2.778160333633423 (2.4679081439971924) | > loss_kl: 3.1725080013275146 (2.773335986667209) | > loss_feat: 9.147941589355469 (6.699237876468235) | > loss_mel: 18.17257308959961 (18.820980919731987) | > loss_duration: 2.0909767150878906 (2.2944003211127386) | > loss_1: 35.362159729003906 (33.05586306254069)  --> STEP: 10 | > loss_disc: 2.2621045112609863 (2.359289312362671) | > loss_disc_real_0: 0.1398192048072815 (0.1554311528801918) | > loss_disc_real_1: 0.26629871129989624 (0.22783118337392808) | > loss_disc_real_2: 0.19840331375598907 (0.21910410076379777) | > loss_disc_real_3: 0.21889682114124298 (0.2588272407650948) | > loss_disc_real_4: 0.1778821051120758 (0.22002889662981034) | > loss_disc_real_5: 0.16543638706207275 (0.21919597089290618) | > loss_0: 2.2621045112609863 (2.359289312362671) | > loss_gen: 2.311659812927246 (2.4522833108901976) | > loss_kl: 2.1119959354400635 (2.7072019815444945) | > loss_feat: 5.779729843139648 (6.607287073135376) | > loss_mel: 17.935394287109375 (18.732422256469725) | > loss_duration: 2.329996109008789 (2.297959899902344) | > loss_1: 30.468774795532227 (32.79715423583984)  --> STEP: 11 | > loss_disc: 2.571120262145996 (2.3785466714338823) | > loss_disc_real_0: 0.1691122055053711 (0.15667488493702628) | > loss_disc_real_1: 0.2117387056350708 (0.22636823085221378) | > loss_disc_real_2: 0.22752875089645386 (0.21986997804858469) | > loss_disc_real_3: 0.26785245537757874 (0.25964771482077514) | > loss_disc_real_4: 0.23534372448921204 (0.22142115370793777) | > loss_disc_real_5: 0.28829166293144226 (0.225477397441864) | > loss_0: 2.571120262145996 (2.3785466714338823) | > loss_gen: 2.3550052642822266 (2.443439852107655) | > loss_kl: 2.76659893989563 (2.7126017050309614) | > loss_feat: 6.141330718994141 (6.564927404577082) | > loss_mel: 18.19422721862793 (18.683495434847746) | > loss_duration: 2.461740016937256 (2.312849001450972) | > loss_1: 31.918903350830078 (32.7173132462935)  --> STEP: 12 | > loss_disc: 2.5743408203125 (2.3948628505071006) | > loss_disc_real_0: 0.10268066823482513 (0.15217536687850952) | > loss_disc_real_1: 0.2547636926174164 (0.22873451933264732) | > loss_disc_real_2: 0.1974918097257614 (0.2180051306883494) | > loss_disc_real_3: 0.2575344443321228 (0.2594716089467208) | > loss_disc_real_4: 0.2849459946155548 (0.22671489045023918) | > loss_disc_real_5: 0.21770000457763672 (0.22482928136984506) | > loss_0: 2.5743408203125 (2.3948628505071006) | > loss_gen: 2.139436721801758 (2.418106257915497) | > loss_kl: 2.227513074874878 (2.6721776525179544) | > loss_feat: 4.898843765258789 (6.426087101300557) | > loss_mel: 16.21133804321289 (18.477482318878174) | > loss_duration: 2.2443485260009766 (2.3071406284968057) | > loss_1: 27.721481323242188 (32.30099391937256)  --> STEP: 13 | > loss_disc: 2.452975273132324 (2.399333036862887) | > loss_disc_real_0: 0.1854095160961151 (0.1547318398952484) | > loss_disc_real_1: 0.25916239619255066 (0.23107512524494758) | > loss_disc_real_2: 0.21295450627803802 (0.21761662111832544) | > loss_disc_real_3: 0.32307377457618713 (0.2643640832259105) | > loss_disc_real_4: 0.1986120194196701 (0.2245531311401954) | > loss_disc_real_5: 0.25966086983680725 (0.22750863432884216) | > loss_0: 2.452975273132324 (2.399333036862887) | > loss_gen: 2.5765585899353027 (2.4302948988400974) | > loss_kl: 2.3701422214508057 (2.6489441578204813) | > loss_feat: 6.681564807891846 (6.445739232576811) | > loss_mel: 18.65360450744629 (18.49103017953726) | > loss_duration: 2.2190051078796387 (2.300360973064716) | > loss_1: 32.50087356567383 (32.31636927678035)  --> STEP: 14 | > loss_disc: 2.3125951290130615 (2.3931374720164706) | > loss_disc_real_0: 0.18116703629493713 (0.15662006820951188) | > loss_disc_real_1: 0.1387685239315033 (0.22448179657970155) | > loss_disc_real_2: 0.14774540066719055 (0.2126258196575301) | > loss_disc_real_3: 0.23562371730804443 (0.2623111999460629) | > loss_disc_real_4: 0.23684464395046234 (0.22543109634092875) | > loss_disc_real_5: 0.2323911041021347 (0.22785738216979162) | > loss_0: 2.3125951290130615 (2.3931374720164706) | > loss_gen: 2.3351633548736572 (2.42349978855678) | > loss_kl: 3.1724636554718018 (2.686338407652719) | > loss_feat: 7.981869220733643 (6.5554628031594415) | > loss_mel: 19.50495147705078 (18.563453129359655) | > loss_duration: 2.3796205520629883 (2.3060223715645924) | > loss_1: 35.37406921386719 (32.534776415143696)  --> STEP: 15 | > loss_disc: 2.42045521736145 (2.3949586550394693) | > loss_disc_real_0: 0.18524575233459473 (0.15852844715118408) | > loss_disc_real_1: 0.22493813931941986 (0.2245122194290161) | > loss_disc_real_2: 0.24939025938510895 (0.21507678230603536) | > loss_disc_real_3: 0.24429281055927277 (0.2611099739869436) | > loss_disc_real_4: 0.23511014878749847 (0.2260763665040334) | > loss_disc_real_5: 0.20206889510154724 (0.22613814969857535) | > loss_0: 2.42045521736145 (2.3949586550394693) | > loss_gen: 2.452890396118164 (2.4254591623942057) | > loss_kl: 2.5368943214416504 (2.676375468571981) | > loss_feat: 7.294384479522705 (6.604724248250325) | > loss_mel: 17.291378021240234 (18.478648122151693) | > loss_duration: 2.285893440246582 (2.3046804428100587) | > loss_1: 31.86144256591797 (32.48988749186198)  --> STEP: 16 | > loss_disc: 2.6842751502990723 (2.4130409359931946) | > loss_disc_real_0: 0.19501157104969025 (0.16080864239484072) | > loss_disc_real_1: 0.26900869607925415 (0.227293249219656) | > loss_disc_real_2: 0.3256843388080597 (0.22198975458741188) | > loss_disc_real_3: 0.27870652079582214 (0.2622097581624985) | > loss_disc_real_4: 0.2373776137828827 (0.2267826944589615) | > loss_disc_real_5: 0.2461329996585846 (0.22738782782107592) | > loss_0: 2.6842751502990723 (2.4130409359931946) | > loss_gen: 2.318126678466797 (2.4187508821487427) | > loss_kl: 2.384690999984741 (2.6581451892852783) | > loss_feat: 6.697686672210693 (6.6105343997478485) | > loss_mel: 16.935340881347656 (18.38219141960144) | > loss_duration: 2.338902473449707 (2.3068193197250366) | > loss_1: 30.674747467041016 (32.37644124031067)  --> STEP: 17 | > loss_disc: 2.451310396194458 (2.415292080710916) | > loss_disc_real_0: 0.08432361483573914 (0.15630952312665827) | > loss_disc_real_1: 0.22722922265529633 (0.22728948295116425) | > loss_disc_real_2: 0.2596907913684845 (0.22420746263335734) | > loss_disc_real_3: 0.33439403772354126 (0.26645589225432453) | > loss_disc_real_4: 0.28773581981658936 (0.23036817242117488) | > loss_disc_real_5: 0.30950024724006653 (0.23221797013984008) | > loss_0: 2.451310396194458 (2.415292080710916) | > loss_gen: 2.6117212772369385 (2.430102081859813) | > loss_kl: 1.88595712184906 (2.61272236178903) | > loss_feat: 6.052093029022217 (6.577684907352223) | > loss_mel: 17.185348510742188 (18.311788895550897) | > loss_duration: 2.405860424041748 (2.312645267037784) | > loss_1: 30.140979766845703 (32.244943506577435)  --> STEP: 18 | > loss_disc: 2.3397867679595947 (2.4110973411136203) | > loss_disc_real_0: 0.11694043129682541 (0.15412235135833421) | > loss_disc_real_1: 0.20399464666843414 (0.22599532537990147) | > loss_disc_real_2: 0.21468426287174225 (0.22367839597993427) | > loss_disc_real_3: 0.19570952653884888 (0.2625255386034648) | > loss_disc_real_4: 0.19352933764457703 (0.22832157048914167) | > loss_disc_real_5: 0.20428237318992615 (0.23066599253151152) | > loss_0: 2.3397867679595947 (2.4110973411136203) | > loss_gen: 2.339421272277832 (2.4250642591052585) | > loss_kl: 2.5358493328094482 (2.608451637956831) | > loss_feat: 8.239648818969727 (6.670016235775417) | > loss_mel: 15.934598922729492 (18.179722785949707) | > loss_duration: 2.2676100730895996 (2.310143311818441) | > loss_1: 31.317129135131836 (32.193398263719345)  --> STEP: 19 | > loss_disc: 2.355356454849243 (2.4081636102576005) | > loss_disc_real_0: 0.15466666221618652 (0.15415099929822118) | > loss_disc_real_1: 0.23989050090312958 (0.22672665040743978) | > loss_disc_real_2: 0.2464917153120041 (0.22487909699741163) | > loss_disc_real_3: 0.24129490554332733 (0.26140813686345754) | > loss_disc_real_4: 0.23354104161262512 (0.2285962794956408) | > loss_disc_real_5: 0.23079536855220795 (0.2306728017957587) | > loss_0: 2.355356454849243 (2.4081636102576005) | > loss_gen: 2.6059184074401855 (2.4345828984913074) | > loss_kl: 1.8757996559143066 (2.569891007323014) | > loss_feat: 5.881554126739502 (6.628518230036685) | > loss_mel: 17.583332061767578 (18.148333800466435) | > loss_duration: 2.278444766998291 (2.3084749673542224) | > loss_1: 30.22504997253418 (32.08980098523592)  --> STEP: 20 | > loss_disc: 2.237126588821411 (2.399611759185791) | > loss_disc_real_0: 0.11146685481071472 (0.15201679207384586) | > loss_disc_real_1: 0.19840607047080994 (0.22531062141060829) | > loss_disc_real_2: 0.20537948608398438 (0.22390411645174027) | > loss_disc_real_3: 0.20371708273887634 (0.2585235841572285) | > loss_disc_real_4: 0.20655453205108643 (0.2274941921234131) | > loss_disc_real_5: 0.19659516215324402 (0.22896891981363296) | > loss_0: 2.237126588821411 (2.399611759185791) | > loss_gen: 2.3596155643463135 (2.4308345317840576) | > loss_kl: 1.950811743736267 (2.5389370441436765) | > loss_feat: 5.939598083496094 (6.594072222709656) | > loss_mel: 18.221250534057617 (18.151979637145992) | > loss_duration: 2.2990360260009766 (2.3080030202865602) | > loss_1: 30.77031135559082 (32.02382650375366)  --> STEP: 21 | > loss_disc: 2.587940216064453 (2.408579780941918) | > loss_disc_real_0: 0.12381134927272797 (0.1506736757499831) | > loss_disc_real_1: 0.24522067606449127 (0.2262587192512694) | > loss_disc_real_2: 0.2284846305847168 (0.22412223617235819) | > loss_disc_real_3: 0.2816302180290222 (0.2596239000558853) | > loss_disc_real_4: 0.29566219449043274 (0.23074028747422354) | > loss_disc_real_5: 0.23230759799480438 (0.22912790448892684) | > loss_0: 2.587940216064453 (2.408579780941918) | > loss_gen: 2.2273073196411133 (2.4211427597772506) | > loss_kl: 2.989206075668335 (2.5603784265972314) | > loss_feat: 4.815629005432129 (6.509384450458345) | > loss_mel: 14.44104290008545 (17.97526836395263) | > loss_duration: 2.1613285541534424 (2.3010185218992687) | > loss_1: 26.6345157623291 (31.76719265892392)  --> STEP: 22 | > loss_disc: 2.2187302112579346 (2.3999502550471914) | > loss_disc_real_0: 0.13222403824329376 (0.14983505586331541) | > loss_disc_real_1: 0.16894200444221497 (0.223653414032676) | > loss_disc_real_2: 0.21962861716747284 (0.22391798076304523) | > loss_disc_real_3: 0.2765639126300812 (0.26039390062743967) | > loss_disc_real_4: 0.1949457824230194 (0.22911326451735062) | > loss_disc_real_5: 0.2056823968887329 (0.22806219959800894) | > loss_0: 2.2187302112579346 (2.3999502550471914) | > loss_gen: 2.7322568893432617 (2.43528431112116) | > loss_kl: 2.1539618968963623 (2.5419049479744644) | > loss_feat: 8.504754066467285 (6.600083069367842) | > loss_mel: 18.17870330810547 (17.984515406868667) | > loss_duration: 2.16994047164917 (2.2950604287060825) | > loss_1: 33.73961639404297 (31.856848283247515)  --> STEP: 23 | > loss_disc: 2.3078346252441406 (2.3959452276644497) | > loss_disc_real_0: 0.19778934121131897 (0.15192002479148947) | > loss_disc_real_1: 0.20815838873386383 (0.22297971728055374) | > loss_disc_real_2: 0.19420157372951508 (0.2226259630659352) | > loss_disc_real_3: 0.205862358212471 (0.2580229640007019) | > loss_disc_real_4: 0.20753173530101776 (0.22817493716011877) | > loss_disc_real_5: 0.21106359362602234 (0.22732312977313995) | > loss_0: 2.3078346252441406 (2.3959452276644497) | > loss_gen: 2.6035308837890625 (2.442599379498026) | > loss_kl: 2.2937862873077393 (2.5311171801193892) | > loss_feat: 8.294858932495117 (6.673768976460332) | > loss_mel: 18.976953506469727 (18.027664889460016) | > loss_duration: 2.3047361373901367 (2.2954811116923457) | > loss_1: 34.4738655090332 (31.97063164089037)  --> STEP: 24 | > loss_disc: 2.5635933876037598 (2.402930567661921) | > loss_disc_real_0: 0.14374804496765137 (0.1515795256321629) | > loss_disc_real_1: 0.2955414652824402 (0.226003123447299) | > loss_disc_real_2: 0.22843872010707855 (0.22286816127598286) | > loss_disc_real_3: 0.25154098868370056 (0.25775288169582683) | > loss_disc_real_4: 0.26531898975372314 (0.22972260601818562) | > loss_disc_real_5: 0.2958776354789734 (0.230179567510883) | > loss_0: 2.5635933876037598 (2.402930567661921) | > loss_gen: 2.2590465545654297 (2.4349513451258344) | > loss_kl: 2.31880259513855 (2.522270739078521) | > loss_feat: 4.469761371612549 (6.581935326258342) | > loss_mel: 17.23238182067871 (17.994528094927464) | > loss_duration: 2.4070241451263428 (2.3001287380854287) | > loss_1: 28.6870174407959 (31.8338143825531)  --> STEP: 25 | > loss_disc: 2.6104063987731934 (2.4112296009063723) | > loss_disc_real_0: 0.13744501769542694 (0.15101414531469345) | > loss_disc_real_1: 0.21612082421779633 (0.2256078314781189) | > loss_disc_real_2: 0.22548094391822815 (0.22297267258167267) | > loss_disc_real_3: 0.2483324408531189 (0.25737606406211855) | > loss_disc_real_4: 0.2696177661418915 (0.23131841242313386) | > loss_disc_real_5: 0.3138199746608734 (0.23352518379688264) | > loss_0: 2.6104063987731934 (2.4112296009063723) | > loss_gen: 2.18329119682312 (2.424884939193726) | > loss_kl: 2.4830052852630615 (2.5207001209259023) | > loss_feat: 7.506439685821533 (6.6189155006408695) | > loss_mel: 17.17529296875 (17.961758689880366) | > loss_duration: 2.319589376449585 (2.300907163619995) | > loss_1: 31.667617797851562 (31.82716651916504)  --> STEP: 26 | > loss_disc: 2.432004928588867 (2.4120286519710836) | > loss_disc_real_0: 0.08404794335365295 (0.14843852216234574) | > loss_disc_real_1: 0.19825094938278198 (0.22455564370522133) | > loss_disc_real_2: 0.1889238953590393 (0.221663104226956) | > loss_disc_real_3: 0.16307365894317627 (0.25374904848062074) | > loss_disc_real_4: 0.2041444331407547 (0.23027325937381157) | > loss_disc_real_5: 0.24381034076213837 (0.23392076675708479) | > loss_0: 2.432004928588867 (2.4120286519710836) | > loss_gen: 1.94718599319458 (2.4065119028091435) | > loss_kl: 1.9821854829788208 (2.4999880194663993) | > loss_feat: 9.821701049804688 (6.7420995602240925) | > loss_mel: 20.238971710205078 (18.0493438060467) | > loss_duration: 2.253413677215576 (2.2990804910659786) | > loss_1: 36.24345779418945 (31.997023875896748) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023494683779202983 (-3.0719316922692315e-06) | > avg_loss_disc: 2.4120286519710836 (-0.054913727136758794) | > avg_loss_disc_real_0: 0.14843852216234574 (+0.02870442431706649) | > avg_loss_disc_real_1: 0.22455564370522133 (-0.03755078751307275) | > avg_loss_disc_real_2: 0.221663104226956 (-0.013646118342876434) | > avg_loss_disc_real_3: 0.25374904848062074 (-0.0018502009602693326) | > avg_loss_disc_real_4: 0.23027325937381157 (+0.006920095819693356) | > avg_loss_disc_real_5: 0.23392076675708479 (-0.032335930145703795) | > avg_loss_0: 2.4120286519710836 (-0.054913727136758794) | > avg_loss_gen: 2.4065119028091435 (-0.08183733316568187) | > avg_loss_kl: 2.4999880194663993 (-0.0037217231897215264) | > avg_loss_feat: 6.7420995602240925 (-0.3664124103692865) | > avg_loss_mel: 18.0493438060467 (+0.3008467234097907) | > avg_loss_duration: 2.2990804910659786 (-0.011795722521268814) | > avg_loss_1: 31.997023875896748 (-0.16292065840500314)  > EPOCH: 353/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:32:11)   --> TIME: 2024-06-11 06:32:15 -- STEP: 9/330 -- GLOBAL_STEP: 204500 | > loss_disc: 2.328585147857666 (2.319393793741862) | > loss_disc_real_0: 0.07400310039520264 (0.09598537534475327) | > loss_disc_real_1: 0.22897224128246307 (0.198340634504954) | > loss_disc_real_2: 0.22553037106990814 (0.20586688982115853) | > loss_disc_real_3: 0.2591477930545807 (0.23288647002644008) | > loss_disc_real_4: 0.2405117005109787 (0.24096444414721596) | > loss_disc_real_5: 0.2175239473581314 (0.22321981853908962) | > loss_0: 2.328585147857666 (2.319393793741862) | > grad_norm_0: tensor(12.5501, device='cuda:0') (tensor(17.1921, device='cuda:0')) | > loss_gen: 2.621093988418579 (2.488133086098565) | > loss_kl: 1.8866627216339111 (1.8174105220370822) | > loss_feat: 6.469813823699951 (6.8270003530714245) | > loss_mel: 18.5654239654541 (18.722878138224285) | > loss_duration: 2.133782386779785 (2.192942248450385) | > loss_1: 31.676776885986328 (32.048363791571724) | > grad_norm_1: tensor(133.0150, device='cuda:0') (tensor(156.7151, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3347 (0.34898728794521755) | > loader_time: 0.0035 (0.0032383335961235892) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_204500.pth  --> TIME: 2024-06-11 06:32:29 -- STEP: 34/330 -- GLOBAL_STEP: 204525 | > loss_disc: 2.2629213333129883 (2.3480346062604114) | > loss_disc_real_0: 0.08504892885684967 (0.1018133794560152) | > loss_disc_real_1: 0.19199863076210022 (0.19920836257583954) | > loss_disc_real_2: 0.20406940579414368 (0.214835664805244) | > loss_disc_real_3: 0.23268088698387146 (0.2324095022152452) | > loss_disc_real_4: 0.21799105405807495 (0.2327891675864949) | > loss_disc_real_5: 0.20372237265110016 (0.22379303329131184) | > loss_0: 2.2629213333129883 (2.3480346062604114) | > grad_norm_0: tensor(8.9835, device='cuda:0') (tensor(14.5439, device='cuda:0')) | > loss_gen: 2.5287728309631348 (2.4986386509502636) | > loss_kl: 1.9189610481262207 (1.8366566861377043) | > loss_feat: 7.616978168487549 (7.095044220195097) | > loss_mel: 18.834959030151367 (18.560769081115723) | > loss_duration: 2.058196544647217 (2.075801309417276) | > loss_1: 32.95786666870117 (32.066909453448126) | > grad_norm_1: tensor(159.9870, device='cuda:0') (tensor(165.7789, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3422 (0.3504095778745763) | > loader_time: 0.0041 (0.003221406656153062)  --> TIME: 2024-06-11 06:32:38 -- STEP: 59/330 -- GLOBAL_STEP: 204550 | > loss_disc: 2.4710357189178467 (2.3354175333249367) | > loss_disc_real_0: 0.16048872470855713 (0.10679823324336844) | > loss_disc_real_1: 0.2730962038040161 (0.1990671708422192) | > loss_disc_real_2: 0.25922125577926636 (0.21542400677325363) | > loss_disc_real_3: 0.24735501408576965 (0.22899950687157905) | > loss_disc_real_4: 0.22421877086162567 (0.22924864923549912) | > loss_disc_real_5: 0.2402484118938446 (0.21882132554458358) | > loss_0: 2.4710357189178467 (2.3354175333249367) | > grad_norm_0: tensor(11.1269, device='cuda:0') (tensor(13.2794, device='cuda:0')) | > loss_gen: 2.457528829574585 (2.500224885293993) | > loss_kl: 1.919189453125 (1.8591118081141327) | > loss_feat: 6.188582420349121 (7.133945634809591) | > loss_mel: 16.910404205322266 (18.429293293063928) | > loss_duration: 1.9849553108215332 (2.0481849706779087) | > loss_1: 29.460660934448242 (31.970760377786927) | > grad_norm_1: tensor(64.4967, device='cuda:0') (tensor(146.4664, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3493 (0.35083311291064245) | > loader_time: 0.0034 (0.003330598443241443)  --> TIME: 2024-06-11 06:32:47 -- STEP: 84/330 -- GLOBAL_STEP: 204575 | > loss_disc: 2.2777090072631836 (2.3298391075361335) | > loss_disc_real_0: 0.11546018719673157 (0.108708771123063) | > loss_disc_real_1: 0.19575738906860352 (0.1982189216429279) | > loss_disc_real_2: 0.1850336343050003 (0.2136910284558932) | > loss_disc_real_3: 0.23230598866939545 (0.2289321112136046) | > loss_disc_real_4: 0.21760918200016022 (0.22829208735908782) | > loss_disc_real_5: 0.19634126126766205 (0.21785833385019077) | > loss_0: 2.2777090072631836 (2.3298391075361335) | > grad_norm_0: tensor(8.1075, device='cuda:0') (tensor(12.7186, device='cuda:0')) | > loss_gen: 2.4908413887023926 (2.5079224223182317) | > loss_kl: 2.0103273391723633 (1.8700348493598757) | > loss_feat: 7.342939376831055 (7.2535689444769) | > loss_mel: 17.527971267700195 (18.401129268464587) | > loss_duration: 2.1150407791137695 (2.0382773776849104) | > loss_1: 31.487117767333984 (32.070932615370985) | > grad_norm_1: tensor(100.7648, device='cuda:0') (tensor(142.5311, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.6021 (0.3557120731898716) | > loader_time: 0.0038 (0.0034250617027282715)  --> TIME: 2024-06-11 06:32:56 -- STEP: 109/330 -- GLOBAL_STEP: 204600 | > loss_disc: 2.270329236984253 (2.334228631553299) | > loss_disc_real_0: 0.09392746537923813 (0.11116231232881546) | > loss_disc_real_1: 0.18184491991996765 (0.19788480283470328) | > loss_disc_real_2: 0.1766880750656128 (0.21403012021419104) | > loss_disc_real_3: 0.24526597559452057 (0.2297648585170781) | > loss_disc_real_4: 0.2524121403694153 (0.22809743348064773) | > loss_disc_real_5: 0.24970605969429016 (0.21839138920154047) | > loss_0: 2.270329236984253 (2.334228631553299) | > grad_norm_0: tensor(14.7470, device='cuda:0') (tensor(13.4294, device='cuda:0')) | > loss_gen: 2.652451753616333 (2.50628518839495) | > loss_kl: 1.8139519691467285 (1.87537016015534) | > loss_feat: 7.009958744049072 (7.2414561674135545) | > loss_mel: 18.76511001586914 (18.368975840577292) | > loss_duration: 1.9740092754364014 (2.037290173933046) | > loss_1: 32.21548080444336 (32.029377368612025) | > grad_norm_1: tensor(242.6780, device='cuda:0') (tensor(160.4064, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3823 (0.35908349500883596) | > loader_time: 0.0037 (0.0035329499375929526)  --> TIME: 2024-06-11 06:33:06 -- STEP: 134/330 -- GLOBAL_STEP: 204625 | > loss_disc: 2.3010029792785645 (2.330029638845528) | > loss_disc_real_0: 0.11828622221946716 (0.11254992336034775) | > loss_disc_real_1: 0.19073271751403809 (0.1977501673929727) | > loss_disc_real_2: 0.2071831226348877 (0.21317713663204393) | > loss_disc_real_3: 0.23192884027957916 (0.22875758482893901) | > loss_disc_real_4: 0.21061062812805176 (0.2262000082366502) | > loss_disc_real_5: 0.20809409022331238 (0.21707574066831103) | > loss_0: 2.3010029792785645 (2.330029638845528) | > grad_norm_0: tensor(29.5901, device='cuda:0') (tensor(15.1162, device='cuda:0')) | > loss_gen: 2.647780418395996 (2.509171311535053) | > loss_kl: 1.8459672927856445 (1.8876055203266997) | > loss_feat: 7.843815803527832 (7.26254596994884) | > loss_mel: 18.3219051361084 (18.383376989791643) | > loss_duration: 2.041846752166748 (2.0392400631264067) | > loss_1: 32.701316833496094 (32.081939697265625) | > grad_norm_1: tensor(406.9530, device='cuda:0') (tensor(179.3446, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3703 (0.3612398425144935) | > loader_time: 0.004 (0.0036617802150213895)  --> TIME: 2024-06-11 06:33:16 -- STEP: 159/330 -- GLOBAL_STEP: 204650 | > loss_disc: 2.304947853088379 (2.3331463321949695) | > loss_disc_real_0: 0.10645948350429535 (0.11364472619954895) | > loss_disc_real_1: 0.18166519701480865 (0.19835805583674945) | > loss_disc_real_2: 0.19887486100196838 (0.21441096311095376) | > loss_disc_real_3: 0.2106732577085495 (0.2283731461883341) | > loss_disc_real_4: 0.2109237164258957 (0.22580422957738241) | > loss_disc_real_5: 0.19071020185947418 (0.21676524986261092) | > loss_0: 2.304947853088379 (2.3331463321949695) | > grad_norm_0: tensor(22.6003, device='cuda:0') (tensor(18.0145, device='cuda:0')) | > loss_gen: 2.5263991355895996 (2.508937213405875) | > loss_kl: 1.9858477115631104 (1.8940526157055262) | > loss_feat: 7.272594451904297 (7.259611042790443) | > loss_mel: 17.584779739379883 (18.36954647040218) | > loss_duration: 2.048018455505371 (2.0411988744195892) | > loss_1: 31.417640686035156 (32.07334606002712) | > grad_norm_1: tensor(227.4548, device='cuda:0') (tensor(204.3787, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3815 (0.36461294222177937) | > loader_time: 0.0043 (0.0037666446757766434)  --> TIME: 2024-06-11 06:33:26 -- STEP: 184/330 -- GLOBAL_STEP: 204675 | > loss_disc: 2.406209707260132 (2.3354228087093505) | > loss_disc_real_0: 0.16412261128425598 (0.11482025711270778) | > loss_disc_real_1: 0.16809886693954468 (0.1983279356651979) | > loss_disc_real_2: 0.22082588076591492 (0.21517665198315744) | > loss_disc_real_3: 0.2276601493358612 (0.2282085922425208) | > loss_disc_real_4: 0.24499979615211487 (0.2261050909595645) | > loss_disc_real_5: 0.23430602252483368 (0.21702182446808918) | > loss_0: 2.406209707260132 (2.3354228087093505) | > grad_norm_0: tensor(43.0287, device='cuda:0') (tensor(20.6064, device='cuda:0')) | > loss_gen: 2.5166876316070557 (2.51613235473633) | > loss_kl: 1.902486801147461 (1.8983931243419647) | > loss_feat: 7.618010520935059 (7.276589113733043) | > loss_mel: 17.96964454650879 (18.342820965725448) | > loss_duration: 2.073312520980835 (2.0465526101381877) | > loss_1: 32.080142974853516 (32.08048802873364) | > grad_norm_1: tensor(267.8789, device='cuda:0') (tensor(216.8002, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3771 (0.36817212597183546) | > loader_time: 0.0047 (0.0038900504941525665)  --> TIME: 2024-06-11 06:33:36 -- STEP: 209/330 -- GLOBAL_STEP: 204700 | > loss_disc: 2.444378614425659 (2.3389079422471606) | > loss_disc_real_0: 0.19381023943424225 (0.11730067435491598) | > loss_disc_real_1: 0.18761654198169708 (0.19882248434723843) | > loss_disc_real_2: 0.24987053871154785 (0.21504327412427326) | > loss_disc_real_3: 0.20631597936153412 (0.22824748929893002) | > loss_disc_real_4: 0.19611896574497223 (0.226210590612375) | > loss_disc_real_5: 0.20295940339565277 (0.21693356434979508) | > loss_0: 2.444378614425659 (2.3389079422471606) | > grad_norm_0: tensor(62.7553, device='cuda:0') (tensor(23.3713, device='cuda:0')) | > loss_gen: 2.4882514476776123 (2.5182708735671353) | > loss_kl: 1.8893625736236572 (1.902831916033366) | > loss_feat: 7.19032621383667 (7.285975896570671) | > loss_mel: 17.818647384643555 (18.310012726122114) | > loss_duration: 2.1234922409057617 (2.053471116928393) | > loss_1: 31.51007843017578 (32.070562435679456) | > grad_norm_1: tensor(437.4067, device='cuda:0') (tensor(234.7096, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.3994 (0.37167014687825606) | > loader_time: 0.005 (0.004021512264269962)  --> TIME: 2024-06-11 06:33:46 -- STEP: 234/330 -- GLOBAL_STEP: 204725 | > loss_disc: 2.355755090713501 (2.3376647998125106) | > loss_disc_real_0: 0.1480378955602646 (0.11755994299792835) | > loss_disc_real_1: 0.2542397975921631 (0.19949764535467843) | > loss_disc_real_2: 0.23637758195400238 (0.21467853356630373) | > loss_disc_real_3: 0.2305886447429657 (0.22804416397697905) | > loss_disc_real_4: 0.24721989035606384 (0.22687366088995567) | > loss_disc_real_5: 0.2216673195362091 (0.21702397984062505) | > loss_0: 2.355755090713501 (2.3376647998125106) | > grad_norm_0: tensor(41.2718, device='cuda:0') (tensor(25.1646, device='cuda:0')) | > loss_gen: 2.442042827606201 (2.5212191781427116) | > loss_kl: 2.0357110500335693 (1.9080146556226616) | > loss_feat: 6.4544830322265625 (7.281933631652441) | > loss_mel: 16.470149993896484 (18.261564817184055) | > loss_duration: 2.1269373893737793 (2.0610038612642874) | > loss_1: 29.529325485229492 (32.033736008864196) | > grad_norm_1: tensor(431.2458, device='cuda:0') (tensor(253.0984, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.4169 (0.3758694605949596) | > loader_time: 0.0051 (0.004165575035616883)  --> TIME: 2024-06-11 06:33:57 -- STEP: 259/330 -- GLOBAL_STEP: 204750 | > loss_disc: 2.3131604194641113 (2.3377440399184635) | > loss_disc_real_0: 0.09230247139930725 (0.1171103647719479) | > loss_disc_real_1: 0.21743538975715637 (0.19943319652301458) | > loss_disc_real_2: 0.1934753805398941 (0.21454367530622076) | > loss_disc_real_3: 0.23928126692771912 (0.22781430236621253) | > loss_disc_real_4: 0.24149733781814575 (0.22667763603700175) | > loss_disc_real_5: 0.23840127885341644 (0.2168629737319173) | > loss_0: 2.3131604194641113 (2.3377440399184635) | > grad_norm_0: tensor(46.2298, device='cuda:0') (tensor(26.2955, device='cuda:0')) | > loss_gen: 2.5898208618164062 (2.5189968177250464) | > loss_kl: 1.9418867826461792 (1.910392859267452) | > loss_feat: 7.896738529205322 (7.283055430673724) | > loss_mel: 18.49016571044922 (18.21258933019454) | > loss_duration: 2.16605281829834 (2.0680404013188203) | > loss_1: 33.08466339111328 (31.99307471904977) | > grad_norm_1: tensor(464.4235, device='cuda:0') (tensor(266.1102, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.4401 (0.3806625020089756) | > loader_time: 0.0059 (0.004314324110171049)  --> TIME: 2024-06-11 06:34:09 -- STEP: 284/330 -- GLOBAL_STEP: 204775 | > loss_disc: 2.281212329864502 (2.338803824404592) | > loss_disc_real_0: 0.13214871287345886 (0.11788544494291427) | > loss_disc_real_1: 0.213878333568573 (0.20031057098801702) | > loss_disc_real_2: 0.18791401386260986 (0.21432559328599712) | > loss_disc_real_3: 0.2058674544095993 (0.2277048755384667) | > loss_disc_real_4: 0.22791045904159546 (0.22639706641645493) | > loss_disc_real_5: 0.21619144082069397 (0.21698346597627854) | > loss_0: 2.281212329864502 (2.338803824404592) | > grad_norm_0: tensor(30.8063, device='cuda:0') (tensor(28.1859, device='cuda:0')) | > loss_gen: 2.6256518363952637 (2.522178337607586) | > loss_kl: 1.844113826751709 (1.9149141660038853) | > loss_feat: 7.475733757019043 (7.293309767481307) | > loss_mel: 18.33473014831543 (18.175853151670644) | > loss_duration: 2.172595977783203 (2.0770177446620575) | > loss_1: 32.45282745361328 (31.98327305619147) | > grad_norm_1: tensor(171.1538, device='cuda:0') (tensor(279.8587, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.4575 (0.3862230064163744) | > loader_time: 0.0067 (0.004468624020966006)  --> TIME: 2024-06-11 06:34:21 -- STEP: 309/330 -- GLOBAL_STEP: 204800 | > loss_disc: 2.321699857711792 (2.3401473787610167) | > loss_disc_real_0: 0.07168736308813095 (0.11897537842826936) | > loss_disc_real_1: 0.21193714439868927 (0.2008764137149243) | > loss_disc_real_2: 0.21400272846221924 (0.21445703492002574) | > loss_disc_real_3: 0.2070138156414032 (0.2278249225666608) | > loss_disc_real_4: 0.21655137836933136 (0.2261672691716345) | > loss_disc_real_5: 0.19711628556251526 (0.21667034557529252) | > loss_0: 2.321699857711792 (2.3401473787610167) | > grad_norm_0: tensor(65.1477, device='cuda:0') (tensor(29.7327, device='cuda:0')) | > loss_gen: 2.6958823204040527 (2.525040982224796) | > loss_kl: 1.8787497282028198 (1.916818285451352) | > loss_feat: 7.595020771026611 (7.32053090685008) | > loss_mel: 17.59099769592285 (18.12815681013089) | > loss_duration: 2.261077404022217 (2.0883052958639703) | > loss_1: 32.021728515625 (31.97885216401234) | > grad_norm_1: tensor(504.3724, device='cuda:0') (tensor(291.0632, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.5215 (0.39423604381894584) | > loader_time: 0.0072 (0.004660252228523919)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.392096519470215 (2.392096519470215) | > loss_disc_real_0: 0.11354266107082367 (0.11354266107082367) | > loss_disc_real_1: 0.2353314459323883 (0.2353314459323883) | > loss_disc_real_2: 0.25646650791168213 (0.25646650791168213) | > loss_disc_real_3: 0.2718583047389984 (0.2718583047389984) | > loss_disc_real_4: 0.27064546942710876 (0.27064546942710876) | > loss_disc_real_5: 0.2483682483434677 (0.2483682483434677) | > loss_0: 2.392096519470215 (2.392096519470215) | > loss_gen: 2.5430798530578613 (2.5430798530578613) | > loss_kl: 1.8357079029083252 (1.8357079029083252) | > loss_feat: 5.667950630187988 (5.667950630187988) | > loss_mel: 14.866941452026367 (14.866941452026367) | > loss_duration: 2.8607821464538574 (2.8607821464538574) | > loss_1: 27.77446174621582 (27.77446174621582)  --> STEP: 1 | > loss_disc: 2.3285717964172363 (2.3285717964172363) | > loss_disc_real_0: 0.1779450923204422 (0.1779450923204422) | > loss_disc_real_1: 0.20413614809513092 (0.20413614809513092) | > loss_disc_real_2: 0.13856443762779236 (0.13856443762779236) | > loss_disc_real_3: 0.28916263580322266 (0.28916263580322266) | > loss_disc_real_4: 0.20888368785381317 (0.20888368785381317) | > loss_disc_real_5: 0.2151741087436676 (0.2151741087436676) | > loss_0: 2.3285717964172363 (2.3285717964172363) | > loss_gen: 2.5692217350006104 (2.5692217350006104) | > loss_kl: 2.5119621753692627 (2.5119621753692627) | > loss_feat: 7.018657684326172 (7.018657684326172) | > loss_mel: 18.777254104614258 (18.777254104614258) | > loss_duration: 2.426788330078125 (2.426788330078125) | > loss_1: 33.30388259887695 (33.30388259887695)  --> STEP: 2 | > loss_disc: 2.3713090419769287 (2.3499404191970825) | > loss_disc_real_0: 0.1399153172969818 (0.158930204808712) | > loss_disc_real_1: 0.17068153619766235 (0.18740884214639664) | > loss_disc_real_2: 0.24821136891841888 (0.19338790327310562) | > loss_disc_real_3: 0.25894486904144287 (0.27405375242233276) | > loss_disc_real_4: 0.1931682527065277 (0.20102597028017044) | > loss_disc_real_5: 0.23497618734836578 (0.2250751480460167) | > loss_0: 2.3713090419769287 (2.3499404191970825) | > loss_gen: 2.373624324798584 (2.471423029899597) | > loss_kl: 3.0313899517059326 (2.7716760635375977) | > loss_feat: 6.112812042236328 (6.56573486328125) | > loss_mel: 20.0443115234375 (19.41078281402588) | > loss_duration: 2.4804272651672363 (2.4536077976226807) | > loss_1: 34.04256820678711 (33.67322540283203)  --> STEP: 3 | > loss_disc: 2.1962664127349854 (2.2987157503763833) | > loss_disc_real_0: 0.1187240332365036 (0.14552814761797586) | > loss_disc_real_1: 0.10628890246152878 (0.16036886225144067) | > loss_disc_real_2: 0.1631205528974533 (0.18329878648122153) | > loss_disc_real_3: 0.1757061928510666 (0.24127123256524405) | > loss_disc_real_4: 0.21094630658626556 (0.2043327490488688) | > loss_disc_real_5: 0.2360617071390152 (0.22873733441034952) | > loss_0: 2.1962664127349854 (2.2987157503763833) | > loss_gen: 2.886575222015381 (2.609807093938192) | > loss_kl: 2.97711181640625 (2.8401546478271484) | > loss_feat: 7.266378402709961 (6.799282709757487) | > loss_mel: 21.14738655090332 (19.98965072631836) | > loss_duration: 2.2611937522888184 (2.389469782511393) | > loss_1: 36.53864288330078 (34.62836456298828)  --> STEP: 4 | > loss_disc: 2.5258772373199463 (2.355506122112274) | > loss_disc_real_0: 0.26149308681488037 (0.174519382417202) | > loss_disc_real_1: 0.22365455329418182 (0.17619028501212597) | > loss_disc_real_2: 0.2112981081008911 (0.19029861688613892) | > loss_disc_real_3: 0.30124279856681824 (0.2562641240656376) | > loss_disc_real_4: 0.26430436968803406 (0.21932565420866013) | > loss_disc_real_5: 0.3105512261390686 (0.2491908073425293) | > loss_0: 2.5258772373199463 (2.355506122112274) | > loss_gen: 2.774423837661743 (2.6509612798690796) | > loss_kl: 2.9750499725341797 (2.8738784790039062) | > loss_feat: 5.510721683502197 (6.4771424531936646) | > loss_mel: 20.51985740661621 (20.122202396392822) | > loss_duration: 2.2752208709716797 (2.360907554626465) | > loss_1: 34.055274963378906 (34.48509216308594)  --> STEP: 5 | > loss_disc: 2.4838004112243652 (2.3811649799346926) | > loss_disc_real_0: 0.23955106735229492 (0.18752571940422058) | > loss_disc_real_1: 0.15752150118350983 (0.17245652824640273) | > loss_disc_real_2: 0.15631511807441711 (0.18350191712379454) | > loss_disc_real_3: 0.2737523913383484 (0.25976177752017976) | > loss_disc_real_4: 0.2077822983264923 (0.21701698303222655) | > loss_disc_real_5: 0.18438798189163208 (0.23623024225234984) | > loss_0: 2.4838004112243652 (2.3811649799346926) | > loss_gen: 2.334629535675049 (2.5876949310302733) | > loss_kl: 2.3935201168060303 (2.777806806564331) | > loss_feat: 5.692087650299072 (6.320131492614746) | > loss_mel: 19.470684051513672 (19.99189872741699) | > loss_duration: 2.2936363220214844 (2.347453308105469) | > loss_1: 32.18455505371094 (34.024984741210936)  --> STEP: 6 | > loss_disc: 2.425236940383911 (2.388510306676229) | > loss_disc_real_0: 0.20228826999664307 (0.18998614450295767) | > loss_disc_real_1: 0.13058848679065704 (0.1654785213371118) | > loss_disc_real_2: 0.1662556231021881 (0.18062753478686014) | > loss_disc_real_3: 0.3100742697715759 (0.26814719289541245) | > loss_disc_real_4: 0.18495629727840424 (0.2116735354065895) | > loss_disc_real_5: 0.21394583582878113 (0.2325161745150884) | > loss_0: 2.425236940383911 (2.388510306676229) | > loss_gen: 2.5431506633758545 (2.5802708864212036) | > loss_kl: 2.008845806121826 (2.6496466398239136) | > loss_feat: 7.198465347290039 (6.466520468393962) | > loss_mel: 18.87613868713379 (19.805938720703125) | > loss_duration: 2.1774635314941406 (2.3191216786702475) | > loss_1: 32.80406188964844 (33.82149759928385)  --> STEP: 7 | > loss_disc: 2.6345126628875732 (2.4236535004207065) | > loss_disc_real_0: 0.30091285705566406 (0.20583281772477285) | > loss_disc_real_1: 0.15399475395679474 (0.16383798313992365) | > loss_disc_real_2: 0.19476741552352905 (0.18264751774924143) | > loss_disc_real_3: 0.2857944667339325 (0.270668232015201) | > loss_disc_real_4: 0.26131919026374817 (0.21876577181475504) | > loss_disc_real_5: 0.2913365662097931 (0.24091908761433192) | > loss_0: 2.6345126628875732 (2.4236535004207065) | > loss_gen: 2.724226713180542 (2.6008360045296803) | > loss_kl: 4.045600414276123 (2.8490686076028005) | > loss_feat: 6.886792182922363 (6.5265592847551614) | > loss_mel: 18.45610809326172 (19.61310577392578) | > loss_duration: 2.4425337314605713 (2.336751971926008) | > loss_1: 34.55526351928711 (33.92632130214146)  --> STEP: 8 | > loss_disc: 2.333853006362915 (2.4124284386634827) | > loss_disc_real_0: 0.23516902327537537 (0.20949984341859818) | > loss_disc_real_1: 0.2198241651058197 (0.17083625588566065) | > loss_disc_real_2: 0.14102628827095032 (0.17744486406445503) | > loss_disc_real_3: 0.2824912369251251 (0.27214610762894154) | > loss_disc_real_4: 0.19733726978302002 (0.21608720906078815) | > loss_disc_real_5: 0.2505820095539093 (0.2421269528567791) | > loss_0: 2.333853006362915 (2.4124284386634827) | > loss_gen: 2.9294791221618652 (2.6419163942337036) | > loss_kl: 2.7096071243286133 (2.831635922193527) | > loss_feat: 10.148183822631836 (6.979262351989746) | > loss_mel: 18.978469848632812 (19.53377628326416) | > loss_duration: 2.1687190532684326 (2.315747857093811) | > loss_1: 36.9344596862793 (34.30233860015869)  --> STEP: 9 | > loss_disc: 2.664159059524536 (2.440398507648044) | > loss_disc_real_0: 0.23856991529464722 (0.21272985140482584) | > loss_disc_real_1: 0.21284189820289612 (0.1755035494764646) | > loss_disc_real_2: 0.19333955645561218 (0.17921094099680582) | > loss_disc_real_3: 0.2532079219818115 (0.2700418647792604) | > loss_disc_real_4: 0.20799344778060913 (0.21518790225187936) | > loss_disc_real_5: 0.25173693895339966 (0.24319472908973694) | > loss_0: 2.664159059524536 (2.440398507648044) | > loss_gen: 2.2032124996185303 (2.5931715170542398) | > loss_kl: 2.069878339767456 (2.746996190812853) | > loss_feat: 7.309969902038574 (7.016007635328505) | > loss_mel: 19.627370834350586 (19.54417567782932) | > loss_duration: 2.1193735599517822 (2.2939284907446966) | > loss_1: 33.32980728149414 (34.19427956475152)  --> STEP: 10 | > loss_disc: 2.951035976409912 (2.491462254524231) | > loss_disc_real_0: 0.3481655418872833 (0.22627342045307158) | > loss_disc_real_1: 0.20555506646633148 (0.17850870117545128) | > loss_disc_real_2: 0.2888653576374054 (0.19017638266086578) | > loss_disc_real_3: 0.25541985034942627 (0.26857966333627703) | > loss_disc_real_4: 0.28444600105285645 (0.2221137121319771) | > loss_disc_real_5: 0.3196163475513458 (0.25083689093589784) | > loss_0: 2.951035976409912 (2.491462254524231) | > loss_gen: 2.3549845218658447 (2.5693528175354006) | > loss_kl: 2.345979928970337 (2.706894564628601) | > loss_feat: 4.520881652832031 (6.766495037078857) | > loss_mel: 14.746270179748535 (19.06438512802124) | > loss_duration: 2.3349719047546387 (2.298032832145691) | > loss_1: 26.303089141845703 (33.40516052246094)  --> STEP: 11 | > loss_disc: 2.203453302383423 (2.46527962251143) | > loss_disc_real_0: 0.2030555009841919 (0.22416270050135526) | > loss_disc_real_1: 0.14778438210487366 (0.17571558125994421) | > loss_disc_real_2: 0.19450978934764862 (0.1905703287233006) | > loss_disc_real_3: 0.181031733751297 (0.2606207606467334) | > loss_disc_real_4: 0.15920297801494598 (0.21639455448497424) | > loss_disc_real_5: 0.22492341697216034 (0.24848112057555805) | > loss_0: 2.203453302383423 (2.46527962251143) | > loss_gen: 2.603729486465454 (2.5724779692563144) | > loss_kl: 2.99128794670105 (2.732748508453369) | > loss_feat: 7.686859607696533 (6.8501645434986465) | > loss_mel: 20.164901733398438 (19.16443209214644) | > loss_duration: 2.4572062492370605 (2.312503142790361) | > loss_1: 35.90398406982422 (33.63232629949396)  --> STEP: 12 | > loss_disc: 2.501572608947754 (2.4683040380477905) | > loss_disc_real_0: 0.1389816254377365 (0.21706427757938704) | > loss_disc_real_1: 0.22832748293876648 (0.18009990639984608) | > loss_disc_real_2: 0.22389553487300873 (0.19334742923577627) | > loss_disc_real_3: 0.26317843794822693 (0.2608339004218579) | > loss_disc_real_4: 0.1908220797777176 (0.2142635149260362) | > loss_disc_real_5: 0.2083243578672409 (0.2451347236831983) | > loss_0: 2.501572608947754 (2.4683040380477905) | > loss_gen: 2.18709659576416 (2.540362854798635) | > loss_kl: 2.045191526412964 (2.675452093283335) | > loss_feat: 6.518443584442139 (6.8225211302439375) | > loss_mel: 17.23587989807129 (19.003719409306843) | > loss_duration: 2.2581896781921387 (2.307977020740509) | > loss_1: 30.244800567626953 (33.35003248850504)  --> STEP: 13 | > loss_disc: 2.569803237915039 (2.4761116688068094) | > loss_disc_real_0: 0.27233898639678955 (0.22131617825764877) | > loss_disc_real_1: 0.25533726811408997 (0.18588739576248023) | > loss_disc_real_2: 0.196515291929245 (0.1935911109814277) | > loss_disc_real_3: 0.24395956099033356 (0.25953587431174063) | > loss_disc_real_4: 0.23030532896518707 (0.2154975006213555) | > loss_disc_real_5: 0.24671992659568787 (0.24525666236877441) | > loss_0: 2.569803237915039 (2.4761116688068094) | > loss_gen: 2.5901589393615723 (2.5441933228419376) | > loss_kl: 2.6780037879943848 (2.6756483774918776) | > loss_feat: 7.521883487701416 (6.876318234663743) | > loss_mel: 18.516067504882812 (18.96620772435115) | > loss_duration: 2.188859462738037 (2.298814131663396) | > loss_1: 33.494972229003906 (33.36118169931265)  --> STEP: 14 | > loss_disc: 2.5592148303985596 (2.482047608920506) | > loss_disc_real_0: 0.24240219593048096 (0.22282232237713678) | > loss_disc_real_1: 0.23441536724567413 (0.1893536794398512) | > loss_disc_real_2: 0.1904066801071167 (0.19336365163326263) | > loss_disc_real_3: 0.2445564717054367 (0.2584659169827189) | > loss_disc_real_4: 0.1730218529701233 (0.2124635257891246) | > loss_disc_real_5: 0.23594672977924347 (0.24459166718380793) | > loss_0: 2.5592148303985596 (2.482047608920506) | > loss_gen: 2.3696610927581787 (2.531726734978812) | > loss_kl: 3.4966771602630615 (2.734293290546962) | > loss_feat: 7.419117450714111 (6.9150896072387695) | > loss_mel: 19.48139190673828 (19.003006594521658) | > loss_duration: 2.36641788482666 (2.3036429711750577) | > loss_1: 35.133262634277344 (33.48775890895298)  --> STEP: 15 | > loss_disc: 2.5458855628967285 (2.486303472518921) | > loss_disc_real_0: 0.2721109390258789 (0.22610823015371959) | > loss_disc_real_1: 0.17626403272151947 (0.18848103632529575) | > loss_disc_real_2: 0.14461226761341095 (0.19011355936527252) | > loss_disc_real_3: 0.224711611866951 (0.2562156299750011) | > loss_disc_real_4: 0.12498361617326736 (0.20663153181473415) | > loss_disc_real_5: 0.15064941346645355 (0.23832885026931763) | > loss_0: 2.5458855628967285 (2.486303472518921) | > loss_gen: 2.044708251953125 (2.499258836110433) | > loss_kl: 2.946066379547119 (2.748411496480306) | > loss_feat: 8.289678573608398 (7.0067288716634115) | > loss_mel: 18.760408401489258 (18.986833381652833) | > loss_duration: 2.297150135040283 (2.3032101154327393) | > loss_1: 34.3380126953125 (33.54444249471029)  --> STEP: 16 | > loss_disc: 2.5163254737854004 (2.488179847598076) | > loss_disc_real_0: 0.1871093511581421 (0.223670800216496) | > loss_disc_real_1: 0.22132904827594757 (0.1905340370722115) | > loss_disc_real_2: 0.20805604755878448 (0.19123496487736702) | > loss_disc_real_3: 0.2892451882362366 (0.2582799773663283) | > loss_disc_real_4: 0.2925141453742981 (0.2119991951622069) | > loss_disc_real_5: 0.2736155688762665 (0.24053427018225193) | > loss_0: 2.5163254737854004 (2.488179847598076) | > loss_gen: 2.967768430709839 (2.528540685772896) | > loss_kl: 2.7796411514282227 (2.750363349914551) | > loss_feat: 7.962541103363037 (7.066467136144638) | > loss_mel: 18.238771438598633 (18.940079510211945) | > loss_duration: 2.3592584133148193 (2.3067131340503693) | > loss_1: 34.307979583740234 (33.59216356277466)  --> STEP: 17 | > loss_disc: 2.4733588695526123 (2.4873080253601074) | > loss_disc_real_0: 0.22782379388809204 (0.223915093961884) | > loss_disc_real_1: 0.19800934195518494 (0.190973760888857) | > loss_disc_real_2: 0.21014992892742157 (0.19234760982148788) | > loss_disc_real_3: 0.2456081062555313 (0.2575345731833402) | > loss_disc_real_4: 0.2554911673069 (0.2145575464648359) | > loss_disc_real_5: 0.24820007383823395 (0.2409851998090744) | > loss_0: 2.4733588695526123 (2.4873080253601074) | > loss_gen: 2.5027048587799072 (2.5270209312438965) | > loss_kl: 2.020094871520996 (2.707406380597283) | > loss_feat: 4.824972629547119 (6.93461451810949) | > loss_mel: 19.525964736938477 (18.97454334707821) | > loss_duration: 2.3760406970977783 (2.3107912259943344) | > loss_1: 31.249778747558594 (33.454376220703125)  --> STEP: 18 | > loss_disc: 2.004420280456543 (2.4604809284210205) | > loss_disc_real_0: 0.11404102295637131 (0.2178109789060222) | > loss_disc_real_1: 0.17135773599147797 (0.1898839817278915) | > loss_disc_real_2: 0.15402387082576752 (0.19021851321061453) | > loss_disc_real_3: 0.15849965810775757 (0.25203263345691895) | > loss_disc_real_4: 0.12708479166030884 (0.2096979489756955) | > loss_disc_real_5: 0.21957632899284363 (0.23979581809706157) | > loss_0: 2.004420280456543 (2.4604809284210205) | > loss_gen: 2.777519941329956 (2.5409375429153442) | > loss_kl: 2.7164812088012695 (2.7079105377197266) | > loss_feat: 10.361437797546387 (7.124993589189318) | > loss_mel: 20.77715492248535 (19.07468843460083) | > loss_duration: 2.220515251159668 (2.3057758940590753) | > loss_1: 38.85310745239258 (33.75430573357476)  --> STEP: 19 | > loss_disc: 2.773399591445923 (2.4769503317381205) | > loss_disc_real_0: 0.3088328242301941 (0.22260160234413648) | > loss_disc_real_1: 0.23339232802391052 (0.19217389469083987) | > loss_disc_real_2: 0.23445096611976624 (0.1925465370479383) | > loss_disc_real_3: 0.3112199902534485 (0.25514775749884155) | > loss_disc_real_4: 0.2466687262058258 (0.2116437793562287) | > loss_disc_real_5: 0.30928710103034973 (0.24345325404091886) | > loss_0: 2.773399591445923 (2.4769503317381205) | > loss_gen: 2.576348066329956 (2.542801254674008) | > loss_kl: 1.4099093675613403 (2.639594686658759) | > loss_feat: 6.128026962280273 (7.072521661457262) | > loss_mel: 16.446325302124023 (18.936353532891523) | > loss_duration: 2.300617218017578 (2.3055043847937333) | > loss_1: 28.861225128173828 (33.49677517539576)  --> STEP: 20 | > loss_disc: 2.4588701725006104 (2.476046323776245) | > loss_disc_real_0: 0.21120381355285645 (0.2220317129045725) | > loss_disc_real_1: 0.10695001482963562 (0.18791270069777966) | > loss_disc_real_2: 0.13050147891044617 (0.1894442841410637) | > loss_disc_real_3: 0.27097856998443604 (0.2559392981231213) | > loss_disc_real_4: 0.23190799355506897 (0.2126569900661707) | > loss_disc_real_5: 0.19351504743099213 (0.24095634371042252) | > loss_0: 2.4588701725006104 (2.476046323776245) | > loss_gen: 2.27398943901062 (2.529360663890839) | > loss_kl: 2.102996826171875 (2.6127647936344145) | > loss_feat: 6.214894771575928 (7.029640316963196) | > loss_mel: 20.312711715698242 (19.00517144203186) | > loss_duration: 2.2746286392211914 (2.3039605975151063) | > loss_1: 33.179222106933594 (33.48089752197265)  --> STEP: 21 | > loss_disc: 2.247920274734497 (2.4651831785837808) | > loss_disc_real_0: 0.20831213891506195 (0.22137839985745295) | > loss_disc_real_1: 0.19333241879940033 (0.18817078251214253) | > loss_disc_real_2: 0.24057038128376007 (0.1918788601954778) | > loss_disc_real_3: 0.241079181432724 (0.25523167351881665) | > loss_disc_real_4: 0.20232295989990234 (0.21216489339158648) | > loss_disc_real_5: 0.2340221405029297 (0.24062614355768477) | > loss_0: 2.247920274734497 (2.4651831785837808) | > loss_gen: 2.7066497802734375 (2.5378030027662004) | > loss_kl: 2.604991912841797 (2.6123946564538136) | > loss_feat: 6.683320999145508 (7.013148920876639) | > loss_mel: 16.786027908325195 (18.89949794042678) | > loss_duration: 2.1394202709198 (2.2961253438677107) | > loss_1: 30.92041015625 (33.35896955217633)  --> STEP: 22 | > loss_disc: 2.6188764572143555 (2.4721692367033525) | > loss_disc_real_0: 0.29098641872406006 (0.22454240071502599) | > loss_disc_real_1: 0.17670448124408722 (0.1876495869999582) | > loss_disc_real_2: 0.20617255568504333 (0.1925285736268217) | > loss_disc_real_3: 0.2053970843553543 (0.2529664649204774) | > loss_disc_real_4: 0.24318689107894897 (0.2135749841955575) | > loss_disc_real_5: 0.3281208872795105 (0.2446031773632223) | > loss_0: 2.6188764572143555 (2.4721692367033525) | > loss_gen: 2.7067582607269287 (2.545482787218961) | > loss_kl: 2.401984214782715 (2.6028305454687635) | > loss_feat: 7.488175868988037 (7.034741054881703) | > loss_mel: 19.216320037841797 (18.913898944854736) | > loss_duration: 2.1601104736328125 (2.2899428497661245) | > loss_1: 33.973350524902344 (33.386895960027516)  --> STEP: 23 | > loss_disc: 2.8762340545654297 (2.4897372722625732) | > loss_disc_real_0: 0.3086952567100525 (0.2282012205408967) | > loss_disc_real_1: 0.22499321401119232 (0.18927322295696838) | > loss_disc_real_2: 0.22167231142520905 (0.19379569266153418) | > loss_disc_real_3: 0.3125096261501312 (0.2555552980174189) | > loss_disc_real_4: 0.2320106029510498 (0.21437653283710065) | > loss_disc_real_5: 0.27936577796936035 (0.24611459478088046) | > loss_0: 2.8762340545654297 (2.4897372722625732) | > loss_gen: 2.2849152088165283 (2.534153762071029) | > loss_kl: 2.6228065490722656 (2.603699067364568) | > loss_feat: 5.697696208953857 (6.9766086702761445) | > loss_mel: 17.087533950805664 (18.83449177120043) | > loss_duration: 2.313234806060791 (2.2909555435180664) | > loss_1: 30.006187438964844 (33.23990863302479)  --> STEP: 24 | > loss_disc: 2.684354305267334 (2.497846315304438) | > loss_disc_real_0: 0.29197752475738525 (0.23085856654991707) | > loss_disc_real_1: 0.16944469511508942 (0.1884470342968901) | > loss_disc_real_2: 0.2605515420436859 (0.1965771863857905) | > loss_disc_real_3: 0.26131895184516907 (0.2557954502602418) | > loss_disc_real_4: 0.21401642262935638 (0.21436152824511132) | > loss_disc_real_5: 0.29385384917259216 (0.24810373038053513) | > loss_0: 2.684354305267334 (2.497846315304438) | > loss_gen: 2.4309325218200684 (2.529852877060572) | > loss_kl: 2.5232279300689697 (2.6003461033105846) | > loss_feat: 5.71942663192749 (6.924226085344951) | > loss_mel: 17.423307418823242 (18.77569242318471) | > loss_duration: 2.409640073776245 (2.295900732278824) | > loss_1: 30.506534576416016 (33.12601804733276)  --> STEP: 25 | > loss_disc: 2.578000068664551 (2.5010524654388426) | > loss_disc_real_0: 0.1663505882024765 (0.22827824741601943) | > loss_disc_real_1: 0.23202164471149445 (0.19019001871347427) | > loss_disc_real_2: 0.16791927814483643 (0.19543087005615234) | > loss_disc_real_3: 0.23559299111366272 (0.25498735189437866) | > loss_disc_real_4: 0.17708037793636322 (0.2128702822327614) | > loss_disc_real_5: 0.20610354840755463 (0.2464237231016159) | > loss_0: 2.578000068664551 (2.5010524654388426) | > loss_gen: 2.1179299354553223 (2.5133759593963623) | > loss_kl: 2.6328253746032715 (2.601645274162292) | > loss_feat: 8.280166625976562 (6.9784637069702145) | > loss_mel: 18.052387237548828 (18.746760215759277) | > loss_duration: 2.3346147537231445 (2.2974492931365966) | > loss_1: 33.41792297363281 (33.137694244384754)  --> STEP: 26 | > loss_disc: 2.2901785373687744 (2.49294192974384) | > loss_disc_real_0: 0.19852858781814575 (0.22713402973917815) | > loss_disc_real_1: 0.05049685016274452 (0.18481720453844622) | > loss_disc_real_2: 0.10670605301856995 (0.1920183770931684) | > loss_disc_real_3: 0.08772089332342148 (0.24855402656472647) | > loss_disc_real_4: 0.07536035776138306 (0.20758143898386222) | > loss_disc_real_5: 0.07836659252643585 (0.23995998731026283) | > loss_0: 2.2901785373687744 (2.49294192974384) | > loss_gen: 2.0914721488952637 (2.4971488897617045) | > loss_kl: 2.2441821098327637 (2.5878966909188486) | > loss_feat: 17.926790237426758 (7.3995531889108515) | > loss_mel: 22.53510284423828 (18.89246570147001) | > loss_duration: 2.3027281761169434 (2.297652327097379) | > loss_1: 47.100276947021484 (33.67471665602463) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023664052669818583 (+1.6936889061559997e-05) | > avg_loss_disc: 2.49294192974384 (+0.08091327777275659) | > avg_loss_disc_real_0: 0.22713402973917815 (+0.07869550757683241) | > avg_loss_disc_real_1: 0.18481720453844622 (-0.03973843916677511) | > avg_loss_disc_real_2: 0.1920183770931684 (-0.0296447271337876) | > avg_loss_disc_real_3: 0.24855402656472647 (-0.005195021915894271) | > avg_loss_disc_real_4: 0.20758143898386222 (-0.022691820389949352) | > avg_loss_disc_real_5: 0.23995998731026283 (+0.006039220553178043) | > avg_loss_0: 2.49294192974384 (+0.08091327777275659) | > avg_loss_gen: 2.4971488897617045 (+0.09063698695256095) | > avg_loss_kl: 2.5878966909188486 (+0.0879086714524493) | > avg_loss_feat: 7.3995531889108515 (+0.6574536286867589) | > avg_loss_mel: 18.89246570147001 (+0.8431218954233088) | > avg_loss_duration: 2.297652327097379 (-0.0014281639685993497) | > avg_loss_1: 33.67471665602463 (+1.677692780127881)  > EPOCH: 354/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:34:51)   --> TIME: 2024-06-11 06:34:53 -- STEP: 4/330 -- GLOBAL_STEP: 204825 | > loss_disc: 2.3644070625305176 (2.3998677134513855) | > loss_disc_real_0: 0.09662783145904541 (0.09663903713226318) | > loss_disc_real_1: 0.20893609523773193 (0.20635011047124863) | > loss_disc_real_2: 0.2117988020181656 (0.2165427729487419) | > loss_disc_real_3: 0.1860048770904541 (0.20755831897258759) | > loss_disc_real_4: 0.18900835514068604 (0.19554171338677406) | > loss_disc_real_5: 0.19394811987876892 (0.20991576835513115) | > loss_0: 2.3644070625305176 (2.3998677134513855) | > grad_norm_0: tensor(6.9577, device='cuda:0') (tensor(9.4346, device='cuda:0')) | > loss_gen: 2.378831148147583 (2.2653786540031433) | > loss_kl: 1.7472822666168213 (1.9118244349956512) | > loss_feat: 6.474993705749512 (6.4034342765808105) | > loss_mel: 18.277616500854492 (18.462883472442627) | > loss_duration: 2.245192050933838 (2.252859055995941) | > loss_1: 31.123916625976562 (31.296380519866943) | > grad_norm_1: tensor(40.5604, device='cuda:0') (tensor(50.5779, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.3443 (0.34990233182907104) | > loader_time: 0.0029 (0.0028952360153198242)  --> TIME: 2024-06-11 06:35:02 -- STEP: 29/330 -- GLOBAL_STEP: 204850 | > loss_disc: 2.3646109104156494 (2.345456542639896) | > loss_disc_real_0: 0.14739227294921875 (0.10958946907314761) | > loss_disc_real_1: 0.19994162023067474 (0.20060972458329693) | > loss_disc_real_2: 0.20360614359378815 (0.21044856618190633) | > loss_disc_real_3: 0.24809925258159637 (0.22678309833181315) | > loss_disc_real_4: 0.2607708275318146 (0.22670270297034034) | > loss_disc_real_5: 0.23347458243370056 (0.21800192265674986) | > loss_0: 2.3646109104156494 (2.345456542639896) | > grad_norm_0: tensor(13.7209, device='cuda:0') (tensor(8.3770, device='cuda:0')) | > loss_gen: 2.5428569316864014 (2.4855097162312476) | > loss_kl: 2.0435075759887695 (1.8370545033750862) | > loss_feat: 6.600756645202637 (7.105588567667994) | > loss_mel: 18.625783920288086 (18.258145299451105) | > loss_duration: 2.0349879264831543 (2.086530475780882) | > loss_1: 31.84789276123047 (31.77282852962099) | > grad_norm_1: tensor(189.9702, device='cuda:0') (tensor(101.0487, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.364 (0.34906508182657175) | > loader_time: 0.0036 (0.0031687966708479256)  --> TIME: 2024-06-11 06:35:11 -- STEP: 54/330 -- GLOBAL_STEP: 204875 | > loss_disc: 2.3108882904052734 (2.3440547033592507) | > loss_disc_real_0: 0.09280159324407578 (0.11220457694596714) | > loss_disc_real_1: 0.2107638269662857 (0.20161147939938087) | > loss_disc_real_2: 0.2099454402923584 (0.21162894864877066) | > loss_disc_real_3: 0.23272264003753662 (0.22629498911124687) | > loss_disc_real_4: 0.24206580221652985 (0.22584126227431828) | > loss_disc_real_5: 0.21030421555042267 (0.21677284632568006) | > loss_0: 2.3108882904052734 (2.3440547033592507) | > grad_norm_0: tensor(7.6856, device='cuda:0') (tensor(9.1675, device='cuda:0')) | > loss_gen: 2.553283929824829 (2.4854253618805506) | > loss_kl: 1.7535669803619385 (1.8309141441627785) | > loss_feat: 8.034820556640625 (7.142851794207537) | > loss_mel: 19.190519332885742 (18.263891926518195) | > loss_duration: 2.006422996520996 (2.0540571720511824) | > loss_1: 33.538612365722656 (31.77714037012171) | > grad_norm_1: tensor(128.4077, device='cuda:0') (tensor(106.5227, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.3592 (0.3505856858359443) | > loader_time: 0.0034 (0.0033417851836593064)  --> TIME: 2024-06-11 06:35:21 -- STEP: 79/330 -- GLOBAL_STEP: 204900 | > loss_disc: 2.4246387481689453 (2.3454838070688373) | > loss_disc_real_0: 0.11012975126504898 (0.11320323053794572) | > loss_disc_real_1: 0.22676220536231995 (0.19997421133367319) | > loss_disc_real_2: 0.24649807810783386 (0.2132712751626969) | > loss_disc_real_3: 0.2352866530418396 (0.2263514935215817) | > loss_disc_real_4: 0.22405783832073212 (0.22609935700893402) | > loss_disc_real_5: 0.24754588305950165 (0.21904503808745854) | > loss_0: 2.4246387481689453 (2.3454838070688373) | > grad_norm_0: tensor(10.5656, device='cuda:0') (tensor(11.0025, device='cuda:0')) | > loss_gen: 2.4876739978790283 (2.4878434802912466) | > loss_kl: 1.8085401058197021 (1.8465065790128103) | > loss_feat: 6.792412757873535 (7.187770095052598) | > loss_mel: 17.534683227539062 (18.29118110560164) | > loss_duration: 2.003601551055908 (2.040796812576583) | > loss_1: 30.626911163330078 (31.854098114786268) | > grad_norm_1: tensor(72.7627, device='cuda:0') (tensor(120.3182, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.3922 (0.35655844664271874) | > loader_time: 0.0039 (0.00350244437591939)  --> TIME: 2024-06-11 06:35:30 -- STEP: 104/330 -- GLOBAL_STEP: 204925 | > loss_disc: 2.273944854736328 (2.3400164705056423) | > loss_disc_real_0: 0.1145421713590622 (0.11351284248611102) | > loss_disc_real_1: 0.177452951669693 (0.19910614951871908) | > loss_disc_real_2: 0.21831239759922028 (0.21356970114776724) | > loss_disc_real_3: 0.2059837430715561 (0.22611676500393793) | > loss_disc_real_4: 0.23249052464962006 (0.22574216012771314) | > loss_disc_real_5: 0.20996138453483582 (0.2188840668935042) | > loss_0: 2.273944854736328 (2.3400164705056423) | > grad_norm_0: tensor(9.9108, device='cuda:0') (tensor(10.6897, device='cuda:0')) | > loss_gen: 2.751983165740967 (2.4927198657622704) | > loss_kl: 1.9450643062591553 (1.858296994979565) | > loss_feat: 7.928137302398682 (7.188958681546724) | > loss_mel: 18.07893943786621 (18.289866942625785) | > loss_duration: 2.081498861312866 (2.039390100882603) | > loss_1: 32.785621643066406 (31.869232562872078) | > grad_norm_1: tensor(226.1685, device='cuda:0') (tensor(118.3621, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.3811 (0.3596111811124362) | > loader_time: 0.0039 (0.003613194594016442)  --> TIME: 2024-06-11 06:35:40 -- STEP: 129/330 -- GLOBAL_STEP: 204950 | > loss_disc: 2.4241855144500732 (2.3443151555320103) | > loss_disc_real_0: 0.139351025223732 (0.11421334125505861) | > loss_disc_real_1: 0.2429685741662979 (0.19911278922890507) | > loss_disc_real_2: 0.19299058616161346 (0.2148214221693749) | > loss_disc_real_3: 0.2422083616256714 (0.22678171872168548) | > loss_disc_real_4: 0.23742437362670898 (0.22603023248587467) | > loss_disc_real_5: 0.29269281029701233 (0.2187358933363774) | > loss_0: 2.4241855144500732 (2.3443151555320103) | > grad_norm_0: tensor(7.8567, device='cuda:0') (tensor(10.9670, device='cuda:0')) | > loss_gen: 2.627817392349243 (2.495958542638971) | > loss_kl: 2.010002374649048 (1.869426083195117) | > loss_feat: 7.115095615386963 (7.210012406341789) | > loss_mel: 18.10215950012207 (18.296103558799096) | > loss_duration: 2.0061683654785156 (2.0393339136774227) | > loss_1: 31.861242294311523 (31.91083455640216) | > grad_norm_1: tensor(71.4228, device='cuda:0') (tensor(123.2643, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.3683 (0.3616587616676508) | > loader_time: 0.0039 (0.003701997357745503)  --> TIME: 2024-06-11 06:35:49 -- STEP: 154/330 -- GLOBAL_STEP: 204975 | > loss_disc: 2.4402291774749756 (2.340211707276184) | > loss_disc_real_0: 0.11399824917316437 (0.11450861496004192) | > loss_disc_real_1: 0.1992030143737793 (0.19921573628852898) | > loss_disc_real_2: 0.22514082491397858 (0.21476294458299494) | > loss_disc_real_3: 0.24134023487567902 (0.2257831972334292) | > loss_disc_real_4: 0.2814024090766907 (0.22559325387338539) | > loss_disc_real_5: 0.2310320883989334 (0.21802490814165634) | > loss_0: 2.4402291774749756 (2.340211707276184) | > grad_norm_0: tensor(24.1839, device='cuda:0') (tensor(11.9212, device='cuda:0')) | > loss_gen: 2.6016347408294678 (2.499676757044607) | > loss_kl: 1.8052476644515991 (1.8712122989939404) | > loss_feat: 8.43499755859375 (7.218848293477839) | > loss_mel: 18.59520721435547 (18.285946945091343) | > loss_duration: 2.050816297531128 (2.041287591705074) | > loss_1: 33.4879035949707 (31.916971974558646) | > grad_norm_1: tensor(289.4236, device='cuda:0') (tensor(142.1220, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.3706 (0.3645403385162354) | > loader_time: 0.005 (0.0038475463916729023)  --> TIME: 2024-06-11 06:35:59 -- STEP: 179/330 -- GLOBAL_STEP: 205000 | > loss_disc: 2.284125566482544 (2.3415942471786586) | > loss_disc_real_0: 0.16906605660915375 (0.11538050207179353) | > loss_disc_real_1: 0.16227948665618896 (0.1991959409007813) | > loss_disc_real_2: 0.2494809925556183 (0.21489006813678) | > loss_disc_real_3: 0.22580425441265106 (0.22675741592932014) | > loss_disc_real_4: 0.23608379065990448 (0.22562820110574114) | > loss_disc_real_5: 0.2066466361284256 (0.21761602995781926) | > loss_0: 2.284125566482544 (2.3415942471786586) | > grad_norm_0: tensor(45.8383, device='cuda:0') (tensor(14.9778, device='cuda:0')) | > loss_gen: 2.7551026344299316 (2.5053037558187996) | > loss_kl: 2.1029372215270996 (1.8738150296930494) | > loss_feat: 7.347514629364014 (7.219108624165284) | > loss_mel: 18.040565490722656 (18.25769548043192) | > loss_duration: 2.0912392139434814 (2.0468197368376746) | > loss_1: 32.33735656738281 (31.902742694876046) | > grad_norm_1: tensor(244.1588, device='cuda:0') (tensor(162.8161, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.375 (0.36736753133422184) | > loader_time: 0.0044 (0.003960609436035159) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_205000.pth  --> TIME: 2024-06-11 06:36:14 -- STEP: 204/330 -- GLOBAL_STEP: 205025 | > loss_disc: 2.3253421783447266 (2.341768228540232) | > loss_disc_real_0: 0.12605813145637512 (0.11429416366359767) | > loss_disc_real_1: 0.1864052563905716 (0.19956939156148948) | > loss_disc_real_2: 0.24497659504413605 (0.21467273857663663) | > loss_disc_real_3: 0.2321205586194992 (0.22720647464488067) | > loss_disc_real_4: 0.18549217283725739 (0.2257784941032821) | > loss_disc_real_5: 0.2037682831287384 (0.21792964944068124) | > loss_0: 2.3253421783447266 (2.341768228540232) | > grad_norm_0: tensor(25.4445, device='cuda:0') (tensor(16.7192, device='cuda:0')) | > loss_gen: 2.7522077560424805 (2.512706033155031) | > loss_kl: 2.099783182144165 (1.8771028623861425) | > loss_feat: 7.69769287109375 (7.240182289890215) | > loss_mel: 18.629602432250977 (18.232798062118817) | > loss_duration: 2.0500357151031494 (2.053828412995619) | > loss_1: 33.22932434082031 (31.916617748784084) | > grad_norm_1: tensor(279.7482, device='cuda:0') (tensor(183.1658, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.4199 (0.3716648665128971) | > loader_time: 0.0053 (0.004109417690950282)  --> TIME: 2024-06-11 06:36:24 -- STEP: 229/330 -- GLOBAL_STEP: 205050 | > loss_disc: 2.296335220336914 (2.339503907740896) | > loss_disc_real_0: 0.08623829483985901 (0.11457536782760287) | > loss_disc_real_1: 0.17780517041683197 (0.19925460876596027) | > loss_disc_real_2: 0.17374424636363983 (0.21403576550785633) | > loss_disc_real_3: 0.2078748196363449 (0.22732468639138484) | > loss_disc_real_4: 0.21676276624202728 (0.22650224985514145) | > loss_disc_real_5: 0.2258731722831726 (0.21777554546120906) | > loss_0: 2.296335220336914 (2.339503907740896) | > grad_norm_0: tensor(15.2139, device='cuda:0') (tensor(18.6791, device='cuda:0')) | > loss_gen: 2.6030335426330566 (2.515449947665353) | > loss_kl: 1.872894287109375 (1.8779591327150835) | > loss_feat: 7.069515705108643 (7.239974811087529) | > loss_mel: 18.426647186279297 (18.18579068246365) | > loss_duration: 2.144237756729126 (2.0612616554618404) | > loss_1: 32.116329193115234 (31.880436260106784) | > grad_norm_1: tensor(296.1832, device='cuda:0') (tensor(207.1272, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.4048 (0.375507071549195) | > loader_time: 0.0053 (0.004257692520274868)  --> TIME: 2024-06-11 06:36:35 -- STEP: 254/330 -- GLOBAL_STEP: 205075 | > loss_disc: 2.274315118789673 (2.3386191101524765) | > loss_disc_real_0: 0.1089954823255539 (0.1156074849404688) | > loss_disc_real_1: 0.1943611353635788 (0.19948684975622208) | > loss_disc_real_2: 0.22816814482212067 (0.2138989451597995) | > loss_disc_real_3: 0.22198429703712463 (0.22730177388651165) | > loss_disc_real_4: 0.20460732281208038 (0.22636170345028556) | > loss_disc_real_5: 0.21378614008426666 (0.2176761714609589) | > loss_0: 2.274315118789673 (2.3386191101524765) | > grad_norm_0: tensor(43.4063, device='cuda:0') (tensor(20.8220, device='cuda:0')) | > loss_gen: 2.6078057289123535 (2.518730458312148) | > loss_kl: 1.8169643878936768 (1.8771871257954695) | > loss_feat: 7.337829113006592 (7.248002679329219) | > loss_mel: 18.38703155517578 (18.15874499974287) | > loss_duration: 2.0964574813842773 (2.0678784579742606) | > loss_1: 32.24608612060547 (31.870543712706077) | > grad_norm_1: tensor(577.5233, device='cuda:0') (tensor(221.9510, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.4335 (0.38127117738949046) | > loader_time: 0.0058 (0.004412383545102099)  --> TIME: 2024-06-11 06:36:47 -- STEP: 279/330 -- GLOBAL_STEP: 205100 | > loss_disc: 2.395618438720703 (2.340073028345689) | > loss_disc_real_0: 0.1261163055896759 (0.11578656092125883) | > loss_disc_real_1: 0.1924232691526413 (0.19972461782475953) | > loss_disc_real_2: 0.23362712562084198 (0.2140767137957303) | > loss_disc_real_3: 0.22630590200424194 (0.22773351960925645) | > loss_disc_real_4: 0.2151966243982315 (0.2260359089861634) | > loss_disc_real_5: 0.2037173956632614 (0.2176120154639726) | > loss_0: 2.395618438720703 (2.340073028345689) | > grad_norm_0: tensor(66.5797, device='cuda:0') (tensor(22.1854, device='cuda:0')) | > loss_gen: 2.454623222351074 (2.5183215363478593) | > loss_kl: 1.9423226118087769 (1.8783783305930408) | > loss_feat: 6.855052471160889 (7.2657002018344015) | > loss_mel: 16.87970542907715 (18.118567148844388) | > loss_duration: 2.157656669616699 (2.0765261184357398) | > loss_1: 30.28936004638672 (31.857493342464544) | > grad_norm_1: tensor(393.7124, device='cuda:0') (tensor(237.5933, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.4495 (0.38743270768059634) | > loader_time: 0.0065 (0.004566579736689087)  --> TIME: 2024-06-11 06:36:59 -- STEP: 304/330 -- GLOBAL_STEP: 205125 | > loss_disc: 2.448151111602783 (2.340741243017348) | > loss_disc_real_0: 0.12505139410495758 (0.11674720830725212) | > loss_disc_real_1: 0.1780622899532318 (0.19993419518792316) | > loss_disc_real_2: 0.21214960515499115 (0.21405192391064606) | > loss_disc_real_3: 0.21781915426254272 (0.22756480337365678) | > loss_disc_real_4: 0.19022300839424133 (0.22584542391919776) | > loss_disc_real_5: 0.17259499430656433 (0.21737870956329922) | > loss_0: 2.448151111602783 (2.340741243017348) | > grad_norm_0: tensor(12.8270, device='cuda:0') (tensor(24.0034, device='cuda:0')) | > loss_gen: 2.6470179557800293 (2.5211832758627457) | > loss_kl: 1.858331322669983 (1.8772508670624934) | > loss_feat: 7.41955041885376 (7.281833744362781) | > loss_mel: 16.743488311767578 (18.0651839783317) | > loss_duration: 2.213541030883789 (2.086484122041024) | > loss_1: 30.881929397583008 (31.831936008051823) | > grad_norm_1: tensor(618.4232, device='cuda:0') (tensor(254.2283, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.4915 (0.3944207649481925) | > loader_time: 0.0069 (0.004750058839195653)  --> TIME: 2024-06-11 06:37:27 -- STEP: 329/330 -- GLOBAL_STEP: 205150 | > loss_disc: 2.4314825534820557 (2.3467954118201075) | > loss_disc_real_0: 0.17506997287273407 (0.11883901707307183) | > loss_disc_real_1: 0.1876290738582611 (0.20098707609807104) | > loss_disc_real_2: 0.21670730412006378 (0.2143705213232968) | > loss_disc_real_3: 0.25096631050109863 (0.22789285365933706) | > loss_disc_real_4: 0.21905994415283203 (0.22606380442355542) | > loss_disc_real_5: 0.18074889481067657 (0.21789341847947302) | > loss_0: 2.4314825534820557 (2.3467954118201075) | > grad_norm_0: tensor(9.8748, device='cuda:0') (tensor(25.0298, device='cuda:0')) | > loss_gen: 2.1609764099121094 (2.5169991555547293) | > loss_kl: 2.107872247695923 (1.8832194986314397) | > loss_feat: 10.958423614501953 (7.359071169218394) | > loss_mel: 20.019405364990234 (18.04926400344059) | > loss_duration: 2.284473419189453 (2.100025508541466) | > loss_1: 37.531150817871094 (31.908579348068468) | > grad_norm_1: tensor(89.4007, device='cuda:0') (tensor(259.0677, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 14.0568 (0.44956477797140104) | > loader_time: 0.0353 (0.005208323429420725)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5053536891937256 (2.5053536891937256) | > loss_disc_real_0: 0.1331821084022522 (0.1331821084022522) | > loss_disc_real_1: 0.24923928081989288 (0.24923928081989288) | > loss_disc_real_2: 0.22211836278438568 (0.22211836278438568) | > loss_disc_real_3: 0.2188693732023239 (0.2188693732023239) | > loss_disc_real_4: 0.2521139979362488 (0.2521139979362488) | > loss_disc_real_5: 0.33044251799583435 (0.33044251799583435) | > loss_0: 2.5053536891937256 (2.5053536891937256) | > loss_gen: 2.3181779384613037 (2.3181779384613037) | > loss_kl: 1.6696600914001465 (1.6696600914001465) | > loss_feat: 4.072281837463379 (4.072281837463379) | > loss_mel: 16.028186798095703 (16.028186798095703) | > loss_duration: 2.878232717514038 (2.878232717514038) | > loss_1: 26.96653938293457 (26.96653938293457)  --> STEP: 1 | > loss_disc: 2.215364933013916 (2.215364933013916) | > loss_disc_real_0: 0.12304722517728806 (0.12304722517728806) | > loss_disc_real_1: 0.14196452498435974 (0.14196452498435974) | > loss_disc_real_2: 0.16378752887248993 (0.16378752887248993) | > loss_disc_real_3: 0.23489472270011902 (0.23489472270011902) | > loss_disc_real_4: 0.1972975730895996 (0.1972975730895996) | > loss_disc_real_5: 0.2085312157869339 (0.2085312157869339) | > loss_0: 2.215364933013916 (2.215364933013916) | > loss_gen: 2.190080165863037 (2.190080165863037) | > loss_kl: 2.034841537475586 (2.034841537475586) | > loss_feat: 5.198604106903076 (5.198604106903076) | > loss_mel: 18.407230377197266 (18.407230377197266) | > loss_duration: 2.3761935234069824 (2.3761935234069824) | > loss_1: 30.206951141357422 (30.206951141357422)  --> STEP: 2 | > loss_disc: 2.2971396446228027 (2.2562522888183594) | > loss_disc_real_0: 0.06396414339542389 (0.09350568428635597) | > loss_disc_real_1: 0.19228391349315643 (0.1671242192387581) | > loss_disc_real_2: 0.24503573775291443 (0.20441163331270218) | > loss_disc_real_3: 0.2283400148153305 (0.23161736875772476) | > loss_disc_real_4: 0.25892549753189087 (0.22811153531074524) | > loss_disc_real_5: 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(2.4162734349568686) | > loss_feat: 6.954875946044922 (5.920357863108317) | > loss_mel: 19.555932998657227 (19.17826271057129) | > loss_duration: 2.240732192993164 (2.353480815887451) | > loss_1: 34.100975036621094 (32.262840270996094)  --> STEP: 4 | > loss_disc: 2.4368865489959717 (2.271486222743988) | > loss_disc_real_0: 0.22987420856952667 (0.130713801831007) | > loss_disc_real_1: 0.21612396836280823 (0.16757799312472343) | > loss_disc_real_2: 0.24889825284481049 (0.2224932238459587) | > loss_disc_real_3: 0.2295665293931961 (0.22676854208111763) | > loss_disc_real_4: 0.29459822177886963 (0.25176098942756653) | > loss_disc_real_5: 0.27118033170700073 (0.25752295926213264) | > loss_0: 2.4368865489959717 (2.271486222743988) | > loss_gen: 2.8663783073425293 (2.512443780899048) | > loss_kl: 1.9088035821914673 (2.289405971765518) | > loss_feat: 8.693992614746094 (6.613766551017761) | > loss_mel: 18.223134994506836 (18.939480781555176) | > loss_duration: 2.2503538131713867 (2.327699065208435) | > loss_1: 33.942665100097656 (32.682796478271484)  --> STEP: 5 | > loss_disc: 2.321521759033203 (2.281493330001831) | > loss_disc_real_0: 0.24174639582633972 (0.15292032063007355) | > loss_disc_real_1: 0.2569461166858673 (0.18545161783695222) | > loss_disc_real_2: 0.24259373545646667 (0.2265133261680603) | > loss_disc_real_3: 0.19112585484981537 (0.21964000463485717) | > loss_disc_real_4: 0.23450465500354767 (0.24830972254276276) | > loss_disc_real_5: 0.2868531346321106 (0.2633889943361282) | > loss_0: 2.321521759033203 (2.281493330001831) | > loss_gen: 3.066049814224243 (2.623164987564087) | > loss_kl: 1.7283004522323608 (2.1771848678588865) | > loss_feat: 6.190632343292236 (6.529139709472656) | > loss_mel: 18.891653060913086 (18.92991523742676) | > loss_duration: 2.381443977355957 (2.3384480476379395) | > loss_1: 32.258079528808594 (32.597853088378905)  --> STEP: 6 | > loss_disc: 2.4171979427337646 (2.3041107654571533) | > loss_disc_real_0: 0.12890444695949554 (0.14891767501831055) | > loss_disc_real_1: 0.18985915184020996 (0.18618620683749518) | > loss_disc_real_2: 0.30388227105140686 (0.23940815031528473) | > loss_disc_real_3: 0.2539745271205902 (0.22536242504914603) | > loss_disc_real_4: 0.21260711550712585 (0.24235928803682327) | > loss_disc_real_5: 0.2306649386882782 (0.25793498506148654) | > loss_0: 2.4171979427337646 (2.3041107654571533) | > loss_gen: 2.486797571182251 (2.6004370848337808) | > loss_kl: 2.9029836654663086 (2.2981513341267905) | > loss_feat: 6.428828716278076 (6.512421210606893) | > loss_mel: 19.435754776000977 (19.01422182718913) | > loss_duration: 2.185267448425293 (2.312917947769165) | > loss_1: 33.439632415771484 (32.738149642944336)  --> STEP: 7 | > loss_disc: 2.4666144847869873 (2.3273255825042725) | > loss_disc_real_0: 0.12300416082143784 (0.14521574441875731) | > loss_disc_real_1: 0.25642651319503784 (0.19622053631714412) | > loss_disc_real_2: 0.23362916707992554 (0.238582581281662) | > loss_disc_real_3: 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2.268237590789795 (2.3199395835399628) | > loss_gen: 2.41744327545166 (2.546884834766388) | > loss_kl: 2.7938883304595947 (2.5523409843444824) | > loss_feat: 11.781622886657715 (6.973504185676575) | > loss_mel: 20.62710952758789 (19.06544327735901) | > loss_duration: 2.2005603313446045 (2.3188731372356415) | > loss_1: 39.82062530517578 (33.45704674720764)  --> STEP: 9 | > loss_disc: 2.1454708576202393 (2.3005541695488825) | > loss_disc_real_0: 0.08866593986749649 (0.14632069733407763) | > loss_disc_real_1: 0.13981065154075623 (0.1909347027540207) | > loss_disc_real_2: 0.1794995814561844 (0.2246108634604348) | > loss_disc_real_3: 0.14137905836105347 (0.21671650972631243) | > loss_disc_real_4: 0.1732434779405594 (0.22967587245835197) | > loss_disc_real_5: 0.19008858501911163 (0.24571377038955688) | > loss_0: 2.1454708576202393 (2.3005541695488825) | > loss_gen: 2.3499820232391357 (2.525006744596693) | > loss_kl: 2.028322219848633 (2.494116677178277) | > loss_feat: 10.200075149536133 (7.332012070549859) | > loss_mel: 22.34675407409668 (19.430033365885418) | > loss_duration: 2.1395015716552734 (2.298942963282267) | > loss_1: 39.06463623046875 (34.08011224534776)  --> STEP: 10 | > loss_disc: 2.0606679916381836 (2.2765655517578125) | > loss_disc_real_0: 0.07592006027698517 (0.13928063362836837) | > loss_disc_real_1: 0.14769019186496735 (0.18661025166511536) | > loss_disc_real_2: 0.25186529755592346 (0.22733630686998368) | > loss_disc_real_3: 0.1912074089050293 (0.2141655996441841) | > loss_disc_real_4: 0.19382023811340332 (0.22609030902385713) | > loss_disc_real_5: 0.20038840174674988 (0.24118123352527618) | > loss_0: 2.0606679916381836 (2.2765655517578125) | > loss_gen: 2.643512487411499 (2.536857318878174) | > loss_kl: 2.7788381576538086 (2.52258882522583) | > loss_feat: 8.6355619430542 (7.462367057800293) | > loss_mel: 20.28548240661621 (19.515578269958496) | > loss_duration: 2.2933812141418457 (2.298386788368225) | > loss_1: 36.636775970458984 (34.335778617858885)  --> STEP: 11 | > loss_disc: 2.468187093734741 (2.293985691937533) | > loss_disc_real_0: 0.19280438125133514 (0.14414642886681991) | > loss_disc_real_1: 0.20867173373699188 (0.18861584094437686) | > loss_disc_real_2: 0.20622926950454712 (0.22541748529130762) | > loss_disc_real_3: 0.2203558087348938 (0.21472834592515772) | > loss_disc_real_4: 0.22330644726753235 (0.22583723068237305) | > loss_disc_real_5: 0.2277221381664276 (0.2399576794017445) | > loss_0: 2.468187093734741 (2.293985691937533) | > loss_gen: 2.268038749694824 (2.512419267134233) | > loss_kl: 3.0293784141540527 (2.568660606037487) | > loss_feat: 6.802779197692871 (7.402404525063255) | > loss_mel: 18.37449073791504 (19.411843039772727) | > loss_duration: 2.421762228012085 (2.309602737426758) | > loss_1: 32.896446228027344 (34.20493021878329)  --> STEP: 12 | > loss_disc: 2.368206262588501 (2.3001707394917807) | > loss_disc_real_0: 0.1369105577468872 (0.14354343960682553) | > loss_disc_real_1: 0.23556733131408691 (0.1925284651418527) | > loss_disc_real_2: 0.302588552236557 (0.23184840753674507) | > loss_disc_real_3: 0.19708046317100525 (0.21325768902897835) | > loss_disc_real_4: 0.16464363038539886 (0.22073776399095854) | > loss_disc_real_5: 0.15502597391605377 (0.23288003727793694) | > loss_0: 2.368206262588501 (2.3001707394917807) | > loss_gen: 2.413621664047241 (2.50418613354365) | > loss_kl: 2.1778564453125 (2.536093592643738) | > loss_feat: 6.9698567390441895 (7.3663588762283325) | > loss_mel: 17.618715286254883 (19.262415726979572) | > loss_duration: 2.2653732299804688 (2.305916945139567) | > loss_1: 31.445423126220703 (33.974971294403076)  --> STEP: 13 | > loss_disc: 2.5969064235687256 (2.3229965613438535) | > loss_disc_real_0: 0.12337667495012283 (0.1419921500178484) | > loss_disc_real_1: 0.2846359610557556 (0.19961365713522985) | > loss_disc_real_2: 0.19006149470806122 (0.2286340296268463) | > loss_disc_real_3: 0.2317652851343155 (0.21468135026785043) | > loss_disc_real_4: 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2.1695923805236816 (2.4736179453986034) | > loss_kl: 2.769658088684082 (2.5922670364379883) | > loss_feat: 6.111783027648926 (7.158319711685181) | > loss_mel: 20.18880271911621 (19.18817206791469) | > loss_duration: 2.3873281478881836 (2.3012962511607578) | > loss_1: 33.62716293334961 (33.713673046657014)  --> STEP: 15 | > loss_disc: 2.44830584526062 (2.3423317114512128) | > loss_disc_real_0: 0.18012923002243042 (0.14168845514456435) | > loss_disc_real_1: 0.240173801779747 (0.20134885509808859) | > loss_disc_real_2: 0.2239191085100174 (0.22557411690553028) | > loss_disc_real_3: 0.2123551070690155 (0.21531687478224437) | > loss_disc_real_4: 0.235719695687294 (0.23245742519696552) | > loss_disc_real_5: 0.31402066349983215 (0.24515958329041798) | > loss_0: 2.44830584526062 (2.3423317114512128) | > loss_gen: 2.606767177581787 (2.482494560877482) | > loss_kl: 2.8474414348602295 (2.609278662999471) | > loss_feat: 9.353266716003418 (7.3046495119730634) | > loss_mel: 19.174062728881836 (19.1872314453125) | > loss_duration: 2.2810020446777344 (2.2999433040618897) | > loss_1: 36.26253890991211 (33.883597437540686)  --> STEP: 16 | > loss_disc: 2.2294161319732666 (2.335274487733841) | > loss_disc_real_0: 0.11707689613103867 (0.14015023270621899) | > loss_disc_real_1: 0.11495405435562134 (0.19594918005168438) | > loss_disc_real_2: 0.2671392560005188 (0.22817193809896708) | > loss_disc_real_3: 0.24105505645275116 (0.21692551113665104) | > loss_disc_real_4: 0.1651565581560135 (0.22825112100690603) | > loss_disc_real_5: 0.1906818300485611 (0.24175472371280193) | > loss_0: 2.2294161319732666 (2.335274487733841) | > loss_gen: 2.6260783672332764 (2.4914685487747192) | > loss_kl: 2.6362860202789307 (2.6109666228294373) | > loss_feat: 11.547027587890625 (7.569798141717911) | > loss_mel: 18.969894409179688 (19.1736478805542) | > loss_duration: 2.3515567779541016 (2.303169146180153) | > loss_1: 38.13084411621094 (34.14905035495758)  --> STEP: 17 | > loss_disc: 2.4716126918792725 (2.343294382095337) | > loss_disc_real_0: 0.1897890567779541 (0.14307016353396812) | > loss_disc_real_1: 0.23828163743019104 (0.19843932460336125) | > loss_disc_real_2: 0.25317391753196716 (0.22964264277149649) | > loss_disc_real_3: 0.26647791266441345 (0.21984035828534296) | > loss_disc_real_4: 0.2634323835372925 (0.23032060703810522) | > loss_disc_real_5: 0.34863901138305664 (0.2480420347522287) | > loss_0: 2.4716126918792725 (2.343294382095337) | > loss_gen: 2.609163999557495 (2.4983918105854706) | > loss_kl: 2.0774128437042236 (2.579581106410307) | > loss_feat: 5.090181350708008 (7.423938330482034) | > loss_mel: 17.03196907043457 (19.047666774076575) | > loss_duration: 2.3971800804138184 (2.308699201135074) | > loss_1: 29.20590591430664 (33.85827715256635)  --> STEP: 18 | > loss_disc: 2.307722568511963 (2.3413181702295938) | > loss_disc_real_0: 0.1506197154521942 (0.14348958308498067) | > loss_disc_real_1: 0.17744125425815582 (0.1972727651397387) | > loss_disc_real_2: 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1.746437668800354 (2.5222533881664275) | > loss_feat: 6.930339336395264 (7.427609777450561) | > loss_mel: 20.1958065032959 (18.975220394134524) | > loss_duration: 2.3209640979766846 (2.3085340023040772) | > loss_1: 33.68952560424805 (33.720331287384035)  --> STEP: 21 | > loss_disc: 2.361299991607666 (2.350947902316139) | > loss_disc_real_0: 0.09424205124378204 (0.1415646306815602) | > loss_disc_real_1: 0.13581271469593048 (0.19627479144505092) | > loss_disc_real_2: 0.25979307293891907 (0.2324019152493704) | > loss_disc_real_3: 0.2423565685749054 (0.22056785083952404) | > loss_disc_real_4: 0.26269468665122986 (0.23321465651194254) | > loss_disc_real_5: 0.2974499464035034 (0.24924024159000033) | > loss_0: 2.361299991607666 (2.350947902316139) | > loss_gen: 2.413437843322754 (2.483224312464396) | > loss_kl: 2.053767204284668 (2.4999445222672962) | > loss_feat: 6.624329090118408 (7.38935831614903) | > loss_mel: 18.215639114379883 (18.93904985700335) | > loss_duration: 2.1518280506134033 (2.301071814128331) | > loss_1: 31.459003448486328 (33.61264900934128)  --> STEP: 22 | > loss_disc: 2.308324098587036 (2.349010456692089) | > loss_disc_real_0: 0.11478996276855469 (0.14034760032187812) | > loss_disc_real_1: 0.18705643713474274 (0.19585577534003693) | > loss_disc_real_2: 0.18410885334014893 (0.2302067760716785) | > loss_disc_real_3: 0.20755477249622345 (0.21997634727846493) | > loss_disc_real_4: 0.2684553563594818 (0.2348165065050125) | > loss_disc_real_5: 0.29812753200531006 (0.2514623911543326) | > loss_0: 2.308324098587036 (2.349010456692089) | > loss_gen: 2.6436915397644043 (2.4905182773416694) | > loss_kl: 1.8698347806930542 (2.471303170377558) | > loss_feat: 8.43514347076416 (7.436894004995173) | > loss_mel: 19.86576271057129 (18.981173168529168) | > loss_duration: 2.147348403930664 (2.2940843863920732) | > loss_1: 34.96178436279297 (33.67397334358909)  --> STEP: 23 | > loss_disc: 2.0954272747039795 (2.337985100953475) | > loss_disc_real_0: 0.07929202169179916 (0.1376930099466573) | > loss_disc_real_1: 0.16660381853580475 (0.19458395113115726) | > loss_disc_real_2: 0.22758084535598755 (0.2300926051709963) | > loss_disc_real_3: 0.2040431946516037 (0.21928360151207965) | > loss_disc_real_4: 0.20919884741306305 (0.23370269524014514) | > loss_disc_real_5: 0.2088857740163803 (0.24961123388746512) | > loss_0: 2.0954272747039795 (2.337985100953475) | > loss_gen: 2.4669361114501953 (2.4894929657811704) | > loss_kl: 2.074920654296875 (2.4540691479392676) | > loss_feat: 8.219949722290039 (7.470939905747123) | > loss_mel: 16.546966552734375 (18.875338098277222) | > loss_duration: 2.241913080215454 (2.29181606873222) | > loss_1: 31.55068588256836 (33.58165649745775)  --> STEP: 24 | > loss_disc: 2.286043167114258 (2.335820853710174) | > loss_disc_real_0: 0.15371298789978027 (0.13836050902803745) | > loss_disc_real_1: 0.19129951298236847 (0.1944470995416244) | > loss_disc_real_2: 0.27661821246147156 (0.23203117214143276) | > loss_disc_real_3: 0.21634046733379364 (0.21916097092131773) | > loss_disc_real_4: 0.20921733975410461 (0.23268247209489346) | > loss_disc_real_5: 0.19370801746845245 (0.24728193320333958) | > loss_0: 2.286043167114258 (2.335820853710174) | > loss_gen: 2.608935832977295 (2.4944697519143424) | > loss_kl: 2.1838903427124023 (2.4428116977214818) | > loss_feat: 7.322196006774902 (7.4647422432899475) | > loss_mel: 18.328174591064453 (18.852539618810024) | > loss_duration: 2.4137439727783203 (2.2968963980674744) | > loss_1: 32.85694122314453 (33.551460027694695)  --> STEP: 25 | > loss_disc: 2.1685361862182617 (2.3291294670104974) | > loss_disc_real_0: 0.054281219840049744 (0.13499733746051795) | > loss_disc_real_1: 0.26605474948883057 (0.19731140553951262) | > loss_disc_real_2: 0.30417880415916443 (0.23491707742214202) | > loss_disc_real_3: 0.16494007408618927 (0.2169921350479126) | > loss_disc_real_4: 0.16056077182292938 (0.2297976040840149) | > loss_disc_real_5: 0.19916456937789917 (0.24535723865032197) | > loss_0: 2.1685361862182617 (2.3291294670104974) | > loss_gen: 2.5501434803009033 (2.496696701049805) | > loss_kl: 2.3571810722351074 (2.439386472702027) | > loss_feat: 7.652255058288574 (7.4722427558898925) | > loss_mel: 16.986812591552734 (18.77791053771973) | > loss_duration: 2.3622148036956787 (2.2995091342926024) | > loss_1: 31.908607482910156 (33.48574592590331)  --> STEP: 26 | > loss_disc: 2.233051300048828 (2.325434152896587) | > loss_disc_real_0: 0.12140075862407684 (0.13447439212065485) | > loss_disc_real_1: 0.11906849592924118 (0.1943020628621945) | > loss_disc_real_2: 0.129369854927063 (0.23085756886463898) | > loss_disc_real_3: 0.06340456008911133 (0.21108492062642023) | > loss_disc_real_4: 0.024990161880850792 (0.22192039476850858) | > loss_disc_real_5: 0.10199131816625595 (0.23984316478555018) | > loss_0: 2.233051300048828 (2.325434152896587) | > loss_gen: 1.7814959287643433 (2.4691889790388255) | > loss_kl: 2.150106191635132 (2.428260308045608) | > loss_feat: 18.98485565185547 (7.915035559580876) | > loss_mel: 21.380146026611328 (18.877996518061714) | > loss_duration: 2.308464527130127 (2.299853572478661) | > loss_1: 46.605064392089844 (33.99033509767972) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023938875931959883 (+2.748232621413004e-05) | > avg_loss_disc: 2.325434152896587 (-0.16750777684725326) | > avg_loss_disc_real_0: 0.13447439212065485 (-0.0926596376185233) | > avg_loss_disc_real_1: 0.1943020628621945 (+0.00948485832374829) | > avg_loss_disc_real_2: 0.23085756886463898 (+0.03883919177147058) | > avg_loss_disc_real_3: 0.21108492062642023 (-0.03746910593830624) | > avg_loss_disc_real_4: 0.22192039476850858 (+0.014338955784646362) | > avg_loss_disc_real_5: 0.23984316478555018 (-0.00011682252471265087) | > avg_loss_0: 2.325434152896587 (-0.16750777684725326) | > avg_loss_gen: 2.4691889790388255 (-0.027959910722878956) | > avg_loss_kl: 2.428260308045608 (-0.15963638287324056) | > avg_loss_feat: 7.915035559580876 (+0.5154823706700249) | > avg_loss_mel: 18.877996518061714 (-0.014469183408294839) | > avg_loss_duration: 2.299853572478661 (+0.0022012453812818578) | > avg_loss_1: 33.99033509767972 (+0.31561844165509)  > EPOCH: 355/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:37:32)   --> TIME: 2024-06-11 06:37:42 -- STEP: 24/330 -- GLOBAL_STEP: 205175 | > loss_disc: 2.3645358085632324 (2.2947873473167424) | > loss_disc_real_0: 0.11590961366891861 (0.1024597305804491) | > loss_disc_real_1: 0.20051486790180206 (0.19801880915959677) | > loss_disc_real_2: 0.2467069774866104 (0.2070604239900907) | > loss_disc_real_3: 0.2552145719528198 (0.22129306507607302) | > loss_disc_real_4: 0.22844699025154114 (0.22144158743321896) | > loss_disc_real_5: 0.21498310565948486 (0.21699062548577785) | > loss_0: 2.3645358085632324 (2.2947873473167424) | > grad_norm_0: tensor(5.2640, device='cuda:0') (tensor(8.3059, device='cuda:0')) | > loss_gen: 2.52075457572937 (2.531012674172719) | > loss_kl: 1.9090064764022827 (1.748640979329745) | > loss_feat: 7.233165264129639 (7.221472839514415) | > loss_mel: 18.55933952331543 (18.44475722312927) | > loss_duration: 1.9697563648223877 (2.099002713958422) | > loss_1: 32.192020416259766 (32.044885794321694) | > grad_norm_1: tensor(100.6524, device='cuda:0') (tensor(95.5102, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.362 (0.35441310207049054) | > loader_time: 0.0031 (0.0031951566537221274)  --> TIME: 2024-06-11 06:37:51 -- STEP: 49/330 -- GLOBAL_STEP: 205200 | > loss_disc: 2.3607754707336426 (2.3119216597810084) | > loss_disc_real_0: 0.09222716093063354 (0.10640455736797683) | > loss_disc_real_1: 0.2180090844631195 (0.19942477984087809) | > loss_disc_real_2: 0.24493779242038727 (0.211768989660302) | > loss_disc_real_3: 0.2170165777206421 (0.22380010631619668) | > loss_disc_real_4: 0.20594677329063416 (0.2204992074747475) | > loss_disc_real_5: 0.2006113976240158 (0.21369073889693435) | > loss_0: 2.3607754707336426 (2.3119216597810084) | > grad_norm_0: tensor(23.6793, device='cuda:0') (tensor(11.9763, device='cuda:0')) | > loss_gen: 2.6981046199798584 (2.5380967636497647) | > loss_kl: 1.9937450885772705 (1.7888071147762998) | > loss_feat: 6.992252826690674 (7.256337409116784) | > loss_mel: 18.9472713470459 (18.45808768758968) | > loss_duration: 1.981770634651184 (2.0529022825007535) | > loss_1: 32.61314392089844 (32.09423092433384) | > grad_norm_1: tensor(168.8181, device='cuda:0') (tensor(133.3411, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3492 (0.3536689670718446) | > loader_time: 0.0033 (0.0032901034063222458)  --> TIME: 2024-06-11 06:38:00 -- STEP: 74/330 -- GLOBAL_STEP: 205225 | > loss_disc: 2.277801036834717 (2.315168567605921) | > loss_disc_real_0: 0.09273224323987961 (0.109242362146442) | > loss_disc_real_1: 0.19610802829265594 (0.19989431629309784) | > loss_disc_real_2: 0.21445398032665253 (0.21114966917682337) | > loss_disc_real_3: 0.24808719754219055 (0.22564369641445778) | > loss_disc_real_4: 0.23680298030376434 (0.22134004815204725) | > loss_disc_real_5: 0.22703216969966888 (0.21364038779928876) | > loss_0: 2.277801036834717 (2.315168567605921) | > grad_norm_0: tensor(6.7544, device='cuda:0') (tensor(12.7522, device='cuda:0')) | > loss_gen: 2.7317912578582764 (2.5368073502102404) | > loss_kl: 1.8549213409423828 (1.8157219081311613) | > loss_feat: 7.356205463409424 (7.285889999286549) | > loss_mel: 18.827533721923828 (18.429504961580836) | > loss_duration: 1.946789026260376 (2.037352779427091) | > loss_1: 32.71723937988281 (32.10527693258749) | > grad_norm_1: tensor(97.9792, device='cuda:0') (tensor(157.8756, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3673 (0.3572090993056426) | > loader_time: 0.0035 (0.0034440433656847155)  --> TIME: 2024-06-11 06:38:10 -- STEP: 99/330 -- GLOBAL_STEP: 205250 | > loss_disc: 2.398240804672241 (2.3166930097522163) | > loss_disc_real_0: 0.14902742207050323 (0.1108715379177922) | > loss_disc_real_1: 0.19979219138622284 (0.20083222319983474) | > loss_disc_real_2: 0.19771148264408112 (0.21100688281685415) | > loss_disc_real_3: 0.23368941247463226 (0.22658972818442066) | > loss_disc_real_4: 0.2020171880722046 (0.22402608469881194) | > loss_disc_real_5: 0.18231715261936188 (0.2146785119266221) | > loss_0: 2.398240804672241 (2.3166930097522163) | > grad_norm_0: tensor(5.5428, device='cuda:0') (tensor(12.9030, device='cuda:0')) | > loss_gen: 2.3429341316223145 (2.545794027020232) | > loss_kl: 1.9599740505218506 (1.8274742124056575) | > loss_feat: 6.763455867767334 (7.300797212003458) | > loss_mel: 18.156705856323242 (18.361744235260314) | > loss_duration: 2.0188233852386475 (2.0343366620516545) | > loss_1: 31.241891860961914 (32.070146213878296) | > grad_norm_1: tensor(62.2703, device='cuda:0') (tensor(161.0683, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3613 (0.3584760150524101) | > loader_time: 0.0038 (0.0035100440786342427)  --> TIME: 2024-06-11 06:38:19 -- STEP: 124/330 -- GLOBAL_STEP: 205275 | > loss_disc: 2.2703325748443604 (2.323584187415339) | > loss_disc_real_0: 0.10537247359752655 (0.11161439883853158) | > loss_disc_real_1: 0.16571256518363953 (0.2001110673431427) | > loss_disc_real_2: 0.1915961354970932 (0.21227484833328955) | > loss_disc_real_3: 0.19059361517429352 (0.226572398096323) | > loss_disc_real_4: 0.17949102818965912 (0.22337792441248894) | > loss_disc_real_5: 0.19638262689113617 (0.21485171394963418) | > loss_0: 2.2703325748443604 (2.323584187415339) | > grad_norm_0: tensor(14.9345, device='cuda:0') (tensor(13.3506, device='cuda:0')) | > loss_gen: 2.5631275177001953 (2.5353835398151023) | > loss_kl: 1.876404047012329 (1.8347706862034336) | > loss_feat: 8.063158988952637 (7.282599379939418) | > loss_mel: 19.069780349731445 (18.353830260615194) | > loss_duration: 2.0531246662139893 (2.0361484760238286) | > loss_1: 33.62559509277344 (32.04273222338769) | > grad_norm_1: tensor(66.1312, device='cuda:0') (tensor(169.2841, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3588 (0.3588999548266011) | > loader_time: 0.0038 (0.003610120665642523)  --> TIME: 2024-06-11 06:38:28 -- STEP: 149/330 -- GLOBAL_STEP: 205300 | > loss_disc: 2.3297390937805176 (2.3187758234523304) | > loss_disc_real_0: 0.08672575652599335 (0.1114388375274287) | > loss_disc_real_1: 0.21071846783161163 (0.1998021881652358) | > loss_disc_real_2: 0.21895690262317657 (0.21254316722386632) | > loss_disc_real_3: 0.21618109941482544 (0.22616432517166907) | > loss_disc_real_4: 0.22346407175064087 (0.22363986174932268) | > loss_disc_real_5: 0.21651659905910492 (0.2148658952256977) | > loss_0: 2.3297390937805176 (2.3187758234523304) | > grad_norm_0: tensor(16.5402, device='cuda:0') (tensor(15.0553, device='cuda:0')) | > loss_gen: 2.64154052734375 (2.545027713647624) | > loss_kl: 1.950627088546753 (1.838623162083978) | > loss_feat: 7.073266506195068 (7.324690649173403) | > loss_mel: 18.40928077697754 (18.366622694386727) | > loss_duration: 2.0671157836914062 (2.039095080938916) | > loss_1: 32.14183044433594 (32.11405923062523) | > grad_norm_1: tensor(288.4056, device='cuda:0') (tensor(192.9662, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3688 (0.3627184621439684) | > loader_time: 0.0053 (0.0037290489913633204)  --> TIME: 2024-06-11 06:38:38 -- STEP: 174/330 -- GLOBAL_STEP: 205325 | > loss_disc: 2.1870343685150146 (2.3224253229711267) | > loss_disc_real_0: 0.09373748302459717 (0.11186941276336539) | > loss_disc_real_1: 0.1781502217054367 (0.19998274563715376) | > loss_disc_real_2: 0.21369591355323792 (0.21314836730217113) | > loss_disc_real_3: 0.22218270599842072 (0.227391524732798) | > loss_disc_real_4: 0.24598035216331482 (0.223367704913534) | > loss_disc_real_5: 0.22166331112384796 (0.21534674332059664) | > loss_0: 2.1870343685150146 (2.3224253229711267) | > grad_norm_0: tensor(6.3707, device='cuda:0') (tensor(16.7785, device='cuda:0')) | > loss_gen: 2.9771175384521484 (2.548005250678665) | > loss_kl: 1.9025667905807495 (1.8479259952731517) | > loss_feat: 8.328752517700195 (7.32370776691656) | > loss_mel: 18.814598083496094 (18.373079760321247) | > loss_duration: 2.1394925117492676 (2.043276639505365) | > loss_1: 34.16252517700195 (32.13599541543546) | > grad_norm_1: tensor(264.1375, device='cuda:0') (tensor(204.2204, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3751 (0.3650499828930559) | > loader_time: 0.0043 (0.0038379567793045922)  --> TIME: 2024-06-11 06:38:48 -- STEP: 199/330 -- GLOBAL_STEP: 205350 | > loss_disc: 2.4892489910125732 (2.320650279222424) | > loss_disc_real_0: 0.16918343305587769 (0.11137241480787795) | > loss_disc_real_1: 0.27099665999412537 (0.2002328388655006) | > loss_disc_real_2: 0.25846025347709656 (0.21287810255834205) | > loss_disc_real_3: 0.25554269552230835 (0.22693801113409012) | > loss_disc_real_4: 0.27061453461647034 (0.2230888998238885) | > loss_disc_real_5: 0.2867409884929657 (0.21594731479733434) | > loss_0: 2.4892489910125732 (2.320650279222424) | > grad_norm_0: tensor(44.1497, device='cuda:0') (tensor(19.6662, device='cuda:0')) | > loss_gen: 2.645277500152588 (2.552138988696152) | > loss_kl: 1.779921293258667 (1.8539315258438265) | > loss_feat: 5.958959102630615 (7.327936610983844) | > loss_mel: 17.805234909057617 (18.338083545167233) | > loss_duration: 2.165241241455078 (2.0507731599424344) | > loss_1: 30.354633331298828 (32.12286385579327) | > grad_norm_1: tensor(141.9813, device='cuda:0') (tensor(228.0236, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.388 (0.36808802015218306) | > loader_time: 0.0052 (0.003951182916535805)  --> TIME: 2024-06-11 06:38:58 -- STEP: 224/330 -- GLOBAL_STEP: 205375 | > loss_disc: 2.4670279026031494 (2.3263531997799887) | > loss_disc_real_0: 0.22447890043258667 (0.1136162183912737) | > loss_disc_real_1: 0.27612611651420593 (0.19995354774541088) | > loss_disc_real_2: 0.2019810825586319 (0.213222375006548) | > loss_disc_real_3: 0.23569580912590027 (0.22713979646297439) | > loss_disc_real_4: 0.2430466115474701 (0.22333442579422683) | > loss_disc_real_5: 0.22972480952739716 (0.2169355551845261) | > loss_0: 2.4670279026031494 (2.3263531997799887) | > grad_norm_0: tensor(62.0433, device='cuda:0') (tensor(23.2637, device='cuda:0')) | > loss_gen: 2.6500837802886963 (2.5516138534460757) | > loss_kl: 1.776956558227539 (1.8595749576176916) | > loss_feat: 6.841645240783691 (7.34411747114999) | > loss_mel: 17.639114379882812 (18.31616929599216) | > loss_duration: 2.166327953338623 (2.0577166660555757) | > loss_1: 31.074129104614258 (32.129192301205244) | > grad_norm_1: tensor(378.0283, device='cuda:0') (tensor(247.7863, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.3907 (0.37153800257614683) | > loader_time: 0.0053 (0.0040665503059114745)  --> TIME: 2024-06-11 06:39:09 -- STEP: 249/330 -- GLOBAL_STEP: 205400 | > loss_disc: 2.2574052810668945 (2.3314096094614065) | > loss_disc_real_0: 0.13843734562397003 (0.11511834999583812) | > loss_disc_real_1: 0.1850738525390625 (0.19997002124547) | > loss_disc_real_2: 0.2072557657957077 (0.2135705025081175) | > loss_disc_real_3: 0.20593644678592682 (0.22724951109493594) | > loss_disc_real_4: 0.17294952273368835 (0.22489456539173205) | > loss_disc_real_5: 0.16743624210357666 (0.21706891688237706) | > loss_0: 2.2574052810668945 (2.3314096094614065) | > grad_norm_0: tensor(19.3586, device='cuda:0') (tensor(23.9719, device='cuda:0')) | > loss_gen: 2.405210018157959 (2.5442157174688753) | > loss_kl: 1.7573158740997314 (1.8610402886647297) | > loss_feat: 7.445367813110352 (7.327023822140981) | > loss_mel: 18.12173843383789 (18.29218531229409) | > loss_duration: 2.1229169368743896 (2.0652832817361046) | > loss_1: 31.852548599243164 (32.08974842852858) | > grad_norm_1: tensor(117.1653, device='cuda:0') (tensor(251.9768, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.4071 (0.3756319471152432) | > loader_time: 0.0073 (0.004204304821519968)  --> TIME: 2024-06-11 06:39:20 -- STEP: 274/330 -- GLOBAL_STEP: 205425 | > loss_disc: 2.352222442626953 (2.3316734115572753) | > loss_disc_real_0: 0.12020865827798843 (0.11550679116299116) | > loss_disc_real_1: 0.2059757262468338 (0.20001217461850518) | > loss_disc_real_2: 0.19285079836845398 (0.2132127100098742) | > loss_disc_real_3: 0.23826849460601807 (0.22715577586506405) | > loss_disc_real_4: 0.2583956718444824 (0.22534748444156927) | > loss_disc_real_5: 0.25303319096565247 (0.21720170197043107) | > loss_0: 2.352222442626953 (2.3316734115572753) | > grad_norm_0: tensor(27.4174, device='cuda:0') (tensor(23.3695, device='cuda:0')) | > loss_gen: 2.4419448375701904 (2.539091839407482) | > loss_kl: 1.9780669212341309 (1.8652165445098043) | > loss_feat: 7.30167818069458 (7.327143430709839) | > loss_mel: 17.076644897460938 (18.244744537520575) | > loss_duration: 2.1485800743103027 (2.0732409584261196) | > loss_1: 30.946914672851562 (32.04943732101553) | > grad_norm_1: tensor(239.0178, device='cuda:0') (tensor(243.9092, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.4603 (0.38180352127465017) | > loader_time: 0.0059 (0.004362793734473905)  --> TIME: 2024-06-11 06:39:32 -- STEP: 299/330 -- GLOBAL_STEP: 205450 | > loss_disc: 2.334075927734375 (2.3333903363715853) | > loss_disc_real_0: 0.1342042237520218 (0.11603256059580025) | > loss_disc_real_1: 0.24249212443828583 (0.20003818234671705) | > loss_disc_real_2: 0.2122579962015152 (0.21304565234527145) | > loss_disc_real_3: 0.21968305110931396 (0.2271886097148908) | > loss_disc_real_4: 0.20093558728694916 (0.22551822154019588) | > loss_disc_real_5: 0.1865694522857666 (0.21783848062008127) | > loss_0: 2.334075927734375 (2.3333903363715853) | > grad_norm_0: tensor(27.4905, device='cuda:0') (tensor(22.8987, device='cuda:0')) | > loss_gen: 2.4175784587860107 (2.5333745766642886) | > loss_kl: 1.936248779296875 (1.8694684218403488) | > loss_feat: 7.173370361328125 (7.325909568314568) | > loss_mel: 17.566572189331055 (18.205609624601117) | > loss_duration: 2.2360281944274902 (2.082997175762087) | > loss_1: 31.329797744750977 (32.017359411437376) | > grad_norm_1: tensor(219.9191, device='cuda:0') (tensor(242.5869, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.4859 (0.38906215664535065) | > loader_time: 0.0069 (0.004553231905934007)  --> TIME: 2024-06-11 06:39:46 -- STEP: 324/330 -- GLOBAL_STEP: 205475 | > loss_disc: 2.4764864444732666 (2.3377426502145373) | > loss_disc_real_0: 0.17261366546154022 (0.11706097629841095) | > loss_disc_real_1: 0.16328714787960052 (0.20017306653805703) | > loss_disc_real_2: 0.23071622848510742 (0.21362128757216317) | > loss_disc_real_3: 0.22675533592700958 (0.22758380889340682) | > loss_disc_real_4: 0.19607657194137573 (0.2256983314399366) | > loss_disc_real_5: 0.19692295789718628 (0.21805102948421318) | > loss_0: 2.4764864444732666 (2.3377426502145373) | > grad_norm_0: tensor(14.7289, device='cuda:0') (tensor(22.4114, device='cuda:0')) | > loss_gen: 2.1732120513916016 (2.526647155667526) | > loss_kl: 2.063946485519409 (1.8761253437878174) | > loss_feat: 9.648056030273438 (7.374956185435072) | > loss_mel: 18.25469970703125 (18.17230068607095) | > loss_duration: 2.3048439025878906 (2.096674957761057) | > loss_1: 34.444759368896484 (32.046704392374295) | > grad_norm_1: tensor(256.0617, device='cuda:0') (tensor(241.4135, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.5844 (0.4009439923145151) | > loader_time: 0.0087 (0.004842776575206241)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.302034378051758 (2.302034378051758) | > loss_disc_real_0: 0.1537473201751709 (0.1537473201751709) | > loss_disc_real_1: 0.15863223373889923 (0.15863223373889923) | > loss_disc_real_2: 0.26548460125923157 (0.26548460125923157) | > loss_disc_real_3: 0.2131597101688385 (0.2131597101688385) | > loss_disc_real_4: 0.1661217212677002 (0.1661217212677002) | > loss_disc_real_5: 0.1380218267440796 (0.1380218267440796) | > loss_0: 2.302034378051758 (2.302034378051758) | > loss_gen: 2.261383056640625 (2.261383056640625) | > loss_kl: 1.9494853019714355 (1.9494853019714355) | > loss_feat: 6.994098663330078 (6.994098663330078) | > loss_mel: 18.090717315673828 (18.090717315673828) | > loss_duration: 2.874135971069336 (2.874135971069336) | > loss_1: 32.169822692871094 (32.169822692871094)  --> STEP: 1 | > loss_disc: 2.1995162963867188 (2.1995162963867188) | > loss_disc_real_0: 0.1370784342288971 (0.1370784342288971) | > loss_disc_real_1: 0.16552568972110748 (0.16552568972110748) | > loss_disc_real_2: 0.24031159281730652 (0.24031159281730652) | > loss_disc_real_3: 0.28489112854003906 (0.28489112854003906) | > loss_disc_real_4: 0.2214222103357315 (0.2214222103357315) | > loss_disc_real_5: 0.18125075101852417 (0.18125075101852417) | > loss_0: 2.1995162963867188 (2.1995162963867188) | > loss_gen: 2.7695279121398926 (2.7695279121398926) | > loss_kl: 1.9927898645401 (1.9927898645401) | > loss_feat: 7.546165466308594 (7.546165466308594) | > loss_mel: 19.245967864990234 (19.245967864990234) | > loss_duration: 2.4188284873962402 (2.4188284873962402) | > loss_1: 33.9732780456543 (33.9732780456543)  --> STEP: 2 | > loss_disc: 2.336789131164551 (2.2681527137756348) | > loss_disc_real_0: 0.08829145133495331 (0.1126849427819252) | > loss_disc_real_1: 0.2029026299715042 (0.18421415984630585) | > loss_disc_real_2: 0.21137459576129913 (0.22584309428930283) | > loss_disc_real_3: 0.22932006418704987 (0.25710559636354446) | > loss_disc_real_4: 0.21337397396564484 (0.21739809215068817) | > loss_disc_real_5: 0.180008202791214 (0.18062947690486908) | > loss_0: 2.336789131164551 (2.2681527137756348) | > loss_gen: 2.166299343109131 (2.4679136276245117) | > loss_kl: 2.264024257659912 (2.128407061100006) | > loss_feat: 6.147434234619141 (6.846799850463867) | > loss_mel: 18.798744201660156 (19.022356033325195) | > loss_duration: 2.450242519378662 (2.434535503387451) | > loss_1: 31.826745986938477 (32.90001201629639)  --> STEP: 3 | > loss_disc: 2.1161141395568848 (2.2174731890360513) | > loss_disc_real_0: 0.11278456449508667 (0.11271815001964569) | > loss_disc_real_1: 0.1618334949016571 (0.1767539381980896) | > loss_disc_real_2: 0.16733099520206451 (0.2063390612602234) | > loss_disc_real_3: 0.22993230819702148 (0.24804783364137015) | > loss_disc_real_4: 0.2058326005935669 (0.21354292829831442) | > loss_disc_real_5: 0.22322924435138702 (0.19482939938704172) | > loss_0: 2.1161141395568848 (2.2174731890360513) | > loss_gen: 2.6754753589630127 (2.537100871404012) | > loss_kl: 2.723691940307617 (2.32683535416921) | > loss_feat: 7.7223687171936035 (7.138656139373779) | > loss_mel: 19.142038345336914 (19.0622501373291) | > loss_duration: 2.1905159950256348 (2.3531956672668457) | > loss_1: 34.4540901184082 (33.41803805033366)  --> STEP: 4 | > loss_disc: 2.2608466148376465 (2.22831654548645) | > loss_disc_real_0: 0.11733950674533844 (0.11387348920106888) | > loss_disc_real_1: 0.1546371877193451 (0.17122475057840347) | > loss_disc_real_2: 0.21203626692295074 (0.20776336267590523) | > loss_disc_real_3: 0.21912896633148193 (0.2408181168138981) | > loss_disc_real_4: 0.21559830009937286 (0.21405677124857903) | > loss_disc_real_5: 0.2106301337480545 (0.19877958297729492) | > loss_0: 2.2608466148376465 (2.22831654548645) | > loss_gen: 2.5602734088897705 (2.5428940057754517) | > loss_kl: 2.723961591720581 (2.4261169135570526) | > loss_feat: 8.798760414123535 (7.553682208061218) | > loss_mel: 19.084135055541992 (19.067721366882324) | > loss_duration: 2.2990236282348633 (2.33965265750885) | > loss_1: 35.46615219116211 (33.93006658554077)  --> STEP: 5 | > loss_disc: 2.3361093997955322 (2.2498751163482664) | > loss_disc_real_0: 0.13711965084075928 (0.11852272152900696) | > loss_disc_real_1: 0.22548732161521912 (0.1820772647857666) | > loss_disc_real_2: 0.2355264276266098 (0.21331597566604615) | > loss_disc_real_3: 0.25967854261398315 (0.2445902019739151) | > loss_disc_real_4: 0.24030566215515137 (0.2193065494298935) | > loss_disc_real_5: 0.23063282668590546 (0.20515023171901703) | > loss_0: 2.3361093997955322 (2.2498751163482664) | > loss_gen: 2.602200746536255 (2.554755353927612) | > loss_kl: 2.5440666675567627 (2.449706864356995) | > loss_feat: 5.878439903259277 (7.21863374710083) | > loss_mel: 18.715497970581055 (18.99727668762207) | > loss_duration: 2.385554075241089 (2.348832941055298) | > loss_1: 32.12575912475586 (33.569205093383786)  --> STEP: 6 | > loss_disc: 2.312602996826172 (2.260329763094584) | > loss_disc_real_0: 0.10193943977355957 (0.11575884123643239) | > loss_disc_real_1: 0.18536309897899628 (0.18262490381797156) | > loss_disc_real_2: 0.21879296004772186 (0.21422880639632544) | > loss_disc_real_3: 0.22677510976791382 (0.24162101993958154) | > loss_disc_real_4: 0.23137040436267853 (0.221317191918691) | > loss_disc_real_5: 0.19941478967666626 (0.20419432471195856) | > loss_0: 2.312602996826172 (2.260329763094584) | > loss_gen: 2.310256242752075 (2.514005502065023) | > loss_kl: 2.6961586475372314 (2.490782161553701) | > loss_feat: 6.8605170249938965 (7.158947626749675) | > loss_mel: 19.589139938354492 (19.09592056274414) | > loss_duration: 2.1542556285858154 (2.316403388977051) | > loss_1: 33.610328674316406 (33.57605902353922)  --> STEP: 7 | > loss_disc: 2.303349256515503 (2.266475405011858) | > loss_disc_real_0: 0.19674405455589294 (0.12732815742492676) | > loss_disc_real_1: 0.21489278972148895 (0.18723460180418833) | > loss_disc_real_2: 0.2596476376056671 (0.2207172108548028) | > loss_disc_real_3: 0.21387940645217896 (0.23765793229852403) | > loss_disc_real_4: 0.24500839412212372 (0.22470164937632425) | > loss_disc_real_5: 0.21852660179138184 (0.2062417928661619) | > loss_0: 2.303349256515503 (2.266475405011858) | > loss_gen: 2.7629079818725586 (2.549562999180385) | > loss_kl: 2.97021222114563 (2.5592721700668335) | > loss_feat: 5.616052627563477 (6.93853405543736) | > loss_mel: 17.272891998291016 (18.835487910679408) | > loss_duration: 2.5193676948547363 (2.3453982898167203) | > loss_1: 31.141433715820312 (33.22825540815081)  --> STEP: 8 | > loss_disc: 2.457859992980957 (2.2903984785079956) | > loss_disc_real_0: 0.1880938708782196 (0.13492387160658836) | > loss_disc_real_1: 0.22415852546691895 (0.19185009226202965) | > loss_disc_real_2: 0.23594705760478973 (0.22262094169855118) | > loss_disc_real_3: 0.2468135803937912 (0.23880238831043243) | > loss_disc_real_4: 0.25789541006088257 (0.22885086946189404) | > loss_disc_real_5: 0.21427680552005768 (0.20724616944789886) | > loss_0: 2.457859992980957 (2.2903984785079956) | > loss_gen: 2.6362826824188232 (2.56040295958519) | > loss_kl: 2.574444055557251 (2.5611686557531357) | > loss_feat: 8.440706253051758 (7.12630558013916) | > loss_mel: 19.881824493408203 (18.966279983520508) | > loss_duration: 2.1963934898376465 (2.326772689819336) | > loss_1: 35.72964859008789 (33.540929555892944)  --> STEP: 9 | > loss_disc: 2.6969308853149414 (2.3355687459309897) | > loss_disc_real_0: 0.19141718745231628 (0.14120090670055813) | > loss_disc_real_1: 0.1975664347410202 (0.19248524142636192) | > loss_disc_real_2: 0.2611294686794281 (0.2268996669186486) | > loss_disc_real_3: 0.23798897862434387 (0.2387120094564226) | > loss_disc_real_4: 0.32398080825805664 (0.23942086266146767) | > loss_disc_real_5: 0.21358546614646912 (0.20795053574774) | > loss_0: 2.6969308853149414 (2.3355687459309897) | > loss_gen: 2.269664764404297 (2.528098715676202) | > loss_kl: 1.9794269800186157 (2.4965306917826333) | > loss_feat: 8.788043022155762 (7.31094307369656) | > loss_mel: 19.1048526763916 (18.981676949395073) | > loss_duration: 2.1306095123291016 (2.30497678120931) | > loss_1: 34.27259826660156 (33.622226079305015)  --> STEP: 10 | > loss_disc: 2.419578790664673 (2.3439697504043577) | > loss_disc_real_0: 0.2063782662153244 (0.14771864265203477) | > loss_disc_real_1: 0.24185748398303986 (0.19742246568202973) | > loss_disc_real_2: 0.2651754319667816 (0.2307272434234619) | > loss_disc_real_3: 0.2320166528224945 (0.23804247379302979) | > loss_disc_real_4: 0.2326425015926361 (0.23874302655458451) | > loss_disc_real_5: 0.22946836054325104 (0.2101023182272911) | > loss_0: 2.419578790664673 (2.3439697504043577) | > loss_gen: 2.617964029312134 (2.537085247039795) | > loss_kl: 2.185891628265381 (2.465466785430908) | > loss_feat: 6.479824542999268 (7.227831220626831) | > loss_mel: 19.159290313720703 (18.999438285827637) | > loss_duration: 2.2657008171081543 (2.3010491847991945) | > loss_1: 32.70867156982422 (33.530870628356936)  --> STEP: 11 | > loss_disc: 2.4672815799713135 (2.3551799167286265) | > loss_disc_real_0: 0.1665605902671814 (0.14943154698068445) | > loss_disc_real_1: 0.15920628607273102 (0.19394826753572983) | > loss_disc_real_2: 0.21654511988162994 (0.22943795946511356) | > loss_disc_real_3: 0.25791579484939575 (0.23984913934360852) | > loss_disc_real_4: 0.25463396310806274 (0.24018765715035525) | > loss_disc_real_5: 0.19768249988555908 (0.2089732438325882) | > loss_0: 2.4672815799713135 (2.3551799167286265) | > loss_gen: 2.1801984310150146 (2.504640991037542) | > loss_kl: 2.87943959236145 (2.5031006769700483) | > loss_feat: 5.25339412689209 (7.048336939378218) | > loss_mel: 15.711073875427246 (18.700496066700328) | > loss_duration: 2.4693503379821777 (2.316349289634011) | > loss_1: 28.49345588684082 (33.07292383367365)  --> STEP: 12 | > loss_disc: 2.3605124950408936 (2.3556242982546487) | > loss_disc_real_0: 0.15424245595932007 (0.1498324560622374) | > loss_disc_real_1: 0.18259090185165405 (0.19300182039539018) | > loss_disc_real_2: 0.32435470819473267 (0.23734768852591515) | > loss_disc_real_3: 0.2497754693031311 (0.24067633350690207) | > loss_disc_real_4: 0.1930021047592163 (0.23625552778442702) | > loss_disc_real_5: 0.18434754014015198 (0.20692110185821852) | > loss_0: 2.3605124950408936 (2.3556242982546487) | > loss_gen: 2.413583278656006 (2.497052848339081) | > loss_kl: 2.251431465148926 (2.4821282426516214) | > loss_feat: 5.604104042053223 (6.927984197934468) | > loss_mel: 16.29216194152832 (18.49980155626933) | > loss_duration: 2.2528107166290283 (2.311054408550263) | > loss_1: 28.8140926361084 (32.71802123387655)  --> STEP: 13 | > loss_disc: 2.1416351795196533 (2.339163596813495) | > loss_disc_real_0: 0.09477594494819641 (0.1455973398226958) | > loss_disc_real_1: 0.16343887150287628 (0.19072774740365836) | > loss_disc_real_2: 0.17789219319820404 (0.23277418888532198) | > loss_disc_real_3: 0.16505160927772522 (0.2348590470277346) | > loss_disc_real_4: 0.19151806831359863 (0.23281418474820945) | > loss_disc_real_5: 0.14540736377239227 (0.2021892758516165) | > loss_0: 2.1416351795196533 (2.339163596813495) | > loss_gen: 2.321500778198242 (2.4835488429436317) | > loss_kl: 3.0883781909942627 (2.528762854062594) | > loss_feat: 7.659714698791504 (6.984271159538856) | > loss_mel: 16.970457077026367 (18.382159673250637) | > loss_duration: 2.175912380218506 (2.3006588679093585) | > loss_1: 32.21596145629883 (32.679401250985954)  --> STEP: 14 | > loss_disc: 2.343579053878784 (2.339478986603873) | > loss_disc_real_0: 0.14269566535949707 (0.14539007736103876) | > loss_disc_real_1: 0.17465752363204956 (0.18957987427711487) | > loss_disc_real_2: 0.24063527584075928 (0.23333569509642466) | > loss_disc_real_3: 0.28674933314323425 (0.2385654960359846) | > loss_disc_real_4: 0.22834938764572144 (0.2324952706694603) | > loss_disc_real_5: 0.2177320420742035 (0.20329947343894414) | > loss_0: 2.343579053878784 (2.339478986603873) | > loss_gen: 2.4985804557800293 (2.484622529574803) | > loss_kl: 3.116213083267212 (2.5707235847200667) | > loss_feat: 6.427543640136719 (6.944504908152989) | > loss_mel: 19.085098266601562 (18.432369572775706) | > loss_duration: 2.415774345397949 (2.308881402015686) | > loss_1: 33.543209075927734 (32.74110180991037)  --> STEP: 15 | > loss_disc: 2.2650349140167236 (2.3345160484313965) | > loss_disc_real_0: 0.23125548660755157 (0.15111443797747295) | > loss_disc_real_1: 0.1599995493888855 (0.18760785261789958) | > loss_disc_real_2: 0.27866825461387634 (0.23635786573092143) | > loss_disc_real_3: 0.18811358511447906 (0.23520203530788422) | > loss_disc_real_4: 0.21286946535110474 (0.23118688364823659) | > loss_disc_real_5: 0.22733059525489807 (0.2049015482266744) | > loss_0: 2.2650349140167236 (2.3345160484313965) | > loss_gen: 2.635338068008423 (2.4946702321370444) | > loss_kl: 2.8393144607543945 (2.588629643122355) | > loss_feat: 7.536279201507568 (6.983956527709961) | > loss_mel: 16.94084358215332 (18.33293450673421) | > loss_duration: 2.3006479740142822 (2.3083325068155927) | > loss_1: 32.25242233276367 (32.70852317810059)  --> STEP: 16 | > loss_disc: 2.1933865547180176 (2.3256954550743103) | > loss_disc_real_0: 0.14590562880039215 (0.1507888874039054) | > loss_disc_real_1: 0.12419265508651733 (0.1836444027721882) | > loss_disc_real_2: 0.21471448242664337 (0.23500515427440405) | > loss_disc_real_3: 0.21837830543518066 (0.23415055219084024) | > loss_disc_real_4: 0.2723129689693451 (0.23375726398080587) | > loss_disc_real_5: 0.19840018451213837 (0.2044952129945159) | > loss_0: 2.1933865547180176 (2.3256954550743103) | > loss_gen: 2.8139750957489014 (2.5146267861127853) | > loss_kl: 2.431295156478882 (2.578796237707138) | > loss_feat: 9.206645011901855 (7.122874557971954) | > loss_mel: 19.43720054626465 (18.401951134204865) | > loss_duration: 2.367753505706787 (2.312046319246292) | > loss_1: 36.25687026977539 (32.93029487133027)  --> STEP: 17 | > loss_disc: 2.3813562393188477 (2.328969618853401) | > loss_disc_real_0: 0.15166163444519043 (0.15084022546515746) | > loss_disc_real_1: 0.21926730871200562 (0.18573986782747157) | > loss_disc_real_2: 0.3001372218132019 (0.23883645236492157) | > loss_disc_real_3: 0.2357386350631714 (0.23424396883038914) | > loss_disc_real_4: 0.21568982303142548 (0.23269447333672466) | > loss_disc_real_5: 0.17806598544120789 (0.20294055255020366) | > loss_0: 2.3813562393188477 (2.328969618853401) | > loss_gen: 2.4400901794433594 (2.5102422798381134) | > loss_kl: 2.1643247604370117 (2.554415562573601) | > loss_feat: 6.92018461227417 (7.110951619989732) | > loss_mel: 17.74552345275879 (18.363337741178626) | > loss_duration: 2.392982006072998 (2.316807242000804) | > loss_1: 31.663105010986328 (32.855754291310035)  --> STEP: 18 | > loss_disc: 2.213747024536133 (2.3225683636135526) | > loss_disc_real_0: 0.12266366183757782 (0.14927486081918082) | > loss_disc_real_1: 0.16082778573036194 (0.18435586326652104) | > loss_disc_real_2: 0.24361348152160645 (0.2391018428736263) | > loss_disc_real_3: 0.2066347450017929 (0.2327101230621338) | > loss_disc_real_4: 0.1586979478597641 (0.2285835552546713) | > loss_disc_real_5: 0.16649197041988373 (0.20091563132074144) | > loss_0: 2.213747024536133 (2.3225683636135526) | > loss_gen: 2.4995040893554688 (2.5096457137001886) | > loss_kl: 3.0826942920684814 (2.5837643808788724) | > loss_feat: 9.38602066040039 (7.23734434445699) | > loss_mel: 18.375080108642578 (18.36399009492662) | > loss_duration: 2.297445297241211 (2.315731578403049) | > loss_1: 35.6407470703125 (33.01047611236573)  --> STEP: 19 | > loss_disc: 2.539125919342041 (2.3339661297045255) | > loss_disc_real_0: 0.14215734601020813 (0.1489002547766033) | > loss_disc_real_1: 0.22102704644203186 (0.18628592553891635) | > loss_disc_real_2: 0.2720208466053009 (0.24083442201739863) | > loss_disc_real_3: 0.24412326514720917 (0.23331081475082197) | > loss_disc_real_4: 0.2177032232284546 (0.2280109062006599) | > loss_disc_real_5: 0.19860506057739258 (0.2007940223342494) | > loss_0: 2.539125919342041 (2.3339661297045255) | > loss_gen: 2.1947147846221924 (2.4930704016434517) | > loss_kl: 2.534510850906372 (2.581172089827688) | > loss_feat: 6.671959400177002 (7.207587242126465) | > loss_mel: 16.711536407470703 (18.277018848218415) | > loss_duration: 2.3198554515838623 (2.315948624359934) | > loss_1: 30.43257713317871 (32.874797218724304)  --> STEP: 20 | > loss_disc: 2.487370491027832 (2.3416363477706907) | > loss_disc_real_0: 0.16686512529850006 (0.14979849830269815) | > loss_disc_real_1: 0.22032271325588226 (0.18798776492476463) | > loss_disc_real_2: 0.30587512254714966 (0.24408645704388618) | > loss_disc_real_3: 0.25256040692329407 (0.23427329435944558) | > loss_disc_real_4: 0.25868335366249084 (0.22954452857375146) | > loss_disc_real_5: 0.27046820521354675 (0.20427773147821426) | > loss_0: 2.487370491027832 (2.3416363477706907) | > loss_gen: 2.539057493209839 (2.495369756221771) | > loss_kl: 2.01965069770813 (2.55309602022171) | > loss_feat: 5.388326168060303 (7.116624188423157) | > loss_mel: 19.141475677490234 (18.320241689682007) | > loss_duration: 2.2888686656951904 (2.3145946264266968) | > loss_1: 31.377378463745117 (32.79992628097534)  --> STEP: 21 | > loss_disc: 2.1902058124542236 (2.334425369898478) | > loss_disc_real_0: 0.05790827423334122 (0.14542277334701448) | > loss_disc_real_1: 0.18499068915843964 (0.1878450470311301) | > loss_disc_real_2: 0.20568916201591492 (0.2422580144235066) | > loss_disc_real_3: 0.19853475689888 (0.2325714592422758) | > loss_disc_real_4: 0.24251720309257507 (0.23016227497940972) | > loss_disc_real_5: 0.16502034664154053 (0.20240833220027743) | > loss_0: 2.1902058124542236 (2.334425369898478) | > loss_gen: 2.3583247661590576 (2.488843804314023) | > loss_kl: 1.9317597150802612 (2.5235085771197365) | > loss_feat: 6.45194149017334 (7.084972631363642) | > loss_mel: 17.568893432617188 (18.28446320125035) | > loss_duration: 2.1498706340789795 (2.306750626791091) | > loss_1: 30.46078872680664 (32.68853877839588)  --> STEP: 22 | > loss_disc: 2.29473876953125 (2.3326214335181494) | > loss_disc_real_0: 0.14063629508018494 (0.14520520615306767) | > loss_disc_real_1: 0.14986495673656464 (0.18611867929046805) | > loss_disc_real_2: 0.23707513511180878 (0.24202242900024762) | > loss_disc_real_3: 0.21859537065029144 (0.23193618248809467) | > loss_disc_real_4: 0.2232154756784439 (0.22984651137482037) | > loss_disc_real_5: 0.2059093564748764 (0.20256746966730466) | > loss_0: 2.29473876953125 (2.3326214335181494) | > loss_gen: 2.708691358566284 (2.498836874961853) | > loss_kl: 2.0615792274475098 (2.5025117884982717) | > loss_feat: 8.435731887817383 (7.146370779384267) | > loss_mel: 18.711593627929688 (18.303878220644865) | > loss_duration: 2.1962602138519287 (2.3017283352938565) | > loss_1: 34.113853454589844 (32.75332580913197)  --> STEP: 23 | > loss_disc: 2.489591121673584 (2.3394462025683858) | > loss_disc_real_0: 0.27697741985321045 (0.15093443283568259) | > loss_disc_real_1: 0.20901405811309814 (0.18711413054362588) | > loss_disc_real_2: 0.3078569173812866 (0.24488479806029279) | > loss_disc_real_3: 0.23179925978183746 (0.23193022932695306) | > loss_disc_real_4: 0.19516493380069733 (0.22833861669768457) | > loss_disc_real_5: 0.2327735424041748 (0.20388077717760336) | > loss_0: 2.489591121673584 (2.3394462025683858) | > loss_gen: 2.5655012130737305 (2.501735324444978) | > loss_kl: 2.315556049346924 (2.4943832781003867) | > loss_feat: 6.070606708526611 (7.099598428477412) | > loss_mel: 15.824187278747559 (18.196065570997156) | > loss_duration: 2.2975516319274902 (2.301546739495319) | > loss_1: 29.07340431213379 (32.59332922230597)  --> STEP: 24 | > loss_disc: 2.393709182739258 (2.3417071600755057) | > loss_disc_real_0: 0.13302446901798248 (0.1501881843432784) | > loss_disc_real_1: 0.18201981484889984 (0.18690186738967896) | > loss_disc_real_2: 0.24412812292575836 (0.24485326992968717) | > loss_disc_real_3: 0.23616254329681396 (0.23210657574236393) | > loss_disc_real_4: 0.27626362442970276 (0.230335492019852) | > loss_disc_real_5: 0.23519383370876312 (0.20518548786640167) | > loss_0: 2.393709182739258 (2.3417071600755057) | > loss_gen: 2.388125419616699 (2.4970015784104667) | > loss_kl: 2.2554335594177246 (2.4844270398219424) | > loss_feat: 8.260941505432129 (7.147987723350525) | > loss_mel: 19.107025146484375 (18.234022219975788) | > loss_duration: 2.3690831661224365 (2.3043607572714486) | > loss_1: 34.38060760498047 (32.667799154917404)  --> STEP: 25 | > loss_disc: 2.6101458072662354 (2.352444705963135) | > loss_disc_real_0: 0.2101103663444519 (0.15258507162332535) | > loss_disc_real_1: 0.2020031064748764 (0.18750591695308685) | > loss_disc_real_2: 0.26908743381500244 (0.2458226364850998) | > loss_disc_real_3: 0.23858001828193665 (0.23236551344394685) | > loss_disc_real_4: 0.18289893865585327 (0.22843802988529205) | > loss_disc_real_5: 0.17269158363342285 (0.20388573169708252) | > loss_0: 2.6101458072662354 (2.352444705963135) | > loss_gen: 2.220806837081909 (2.485953788757324) | > loss_kl: 2.2394111156463623 (2.474626402854919) | > loss_feat: 5.129469394683838 (7.0672469902038575) | > loss_mel: 13.769355773925781 (18.055435562133788) | > loss_duration: 2.342771053314209 (2.3058971691131593) | > loss_1: 25.701814651489258 (32.389159774780275)  --> STEP: 26 | > loss_disc: 2.410708427429199 (2.3546856183272142) | > loss_disc_real_0: 0.21870245039463043 (0.155128047729914) | > loss_disc_real_1: 0.10746308416128159 (0.18442734646109435) | > loss_disc_real_2: 0.2053740918636322 (0.24426692323042795) | > loss_disc_real_3: 0.1629299819469452 (0.22969491607867754) | > loss_disc_real_4: 0.16830186545848846 (0.22612510048426115) | > loss_disc_real_5: 0.19111384451389313 (0.20339450526695985) | > loss_0: 2.410708427429199 (2.3546856183272142) | > loss_gen: 2.8901472091674805 (2.5014996895423303) | > loss_kl: 2.214343547821045 (2.4646155238151546) | > loss_feat: 17.344066619873047 (7.462509283652673) | > loss_mel: 20.304100036621094 (18.141922657306374) | > loss_duration: 2.2888498306274414 (2.3052415022483244) | > loss_1: 45.041507720947266 (32.875788541940544) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023966018970196057 (+2.7143038236173214e-06) | > avg_loss_disc: 2.3546856183272142 (+0.029251465430627288) | > avg_loss_disc_real_0: 0.155128047729914 (+0.020653655609259164) | > avg_loss_disc_real_1: 0.18442734646109435 (-0.009874716401100159) | > avg_loss_disc_real_2: 0.24426692323042795 (+0.013409354365788967) | > avg_loss_disc_real_3: 0.22969491607867754 (+0.018609995452257305) | > avg_loss_disc_real_4: 0.22612510048426115 (+0.004204705715752571) | > avg_loss_disc_real_5: 0.20339450526695985 (-0.03644865951859033) | > avg_loss_0: 2.3546856183272142 (+0.029251465430627288) | > avg_loss_gen: 2.5014996895423303 (+0.03231071050350476) | > avg_loss_kl: 2.4646155238151546 (+0.03635521576954659) | > avg_loss_feat: 7.462509283652673 (-0.4525262759282036) | > avg_loss_mel: 18.141922657306374 (-0.7360738607553401) | > avg_loss_duration: 2.3052415022483244 (+0.005387929769663291) | > avg_loss_1: 32.875788541940544 (-1.1145465557391745)  > EPOCH: 356/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:40:09)   --> TIME: 2024-06-11 06:40:17 -- STEP: 19/330 -- GLOBAL_STEP: 205500 | > loss_disc: 2.3971428871154785 (2.346442611593949) | > loss_disc_real_0: 0.15766188502311707 (0.11107702514058665) | > loss_disc_real_1: 0.1656206250190735 (0.19801669842318484) | > loss_disc_real_2: 0.18594983220100403 (0.21936262359744624) | > loss_disc_real_3: 0.21050599217414856 (0.22752266730132856) | > loss_disc_real_4: 0.21958287060260773 (0.22693521176513873) | > loss_disc_real_5: 0.24677219986915588 (0.22024525858853994) | > loss_0: 2.3971428871154785 (2.346442611593949) | > grad_norm_0: tensor(16.2370, device='cuda:0') (tensor(6.9208, device='cuda:0')) | > loss_gen: 2.314337968826294 (2.4894432268644633) | > loss_kl: 1.7634133100509644 (1.8224002813038074) | > loss_feat: 6.693028450012207 (6.965285225918419) | > loss_mel: 17.044206619262695 (18.482419967651367) | > loss_duration: 2.0181503295898438 (2.1209596520976017) | > loss_1: 29.83313751220703 (31.88050792091771) | > grad_norm_1: tensor(154.9243, device='cuda:0') (tensor(117.8808, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.3625 (0.355945813028436) | > loader_time: 0.0033 (0.003289461135864258) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_205500.pth  --> TIME: 2024-06-11 06:40:32 -- STEP: 44/330 -- GLOBAL_STEP: 205525 | > loss_disc: 2.44625186920166 (2.317610025405884) | > loss_disc_real_0: 0.10533562302589417 (0.11002959615804932) | > loss_disc_real_1: 0.2703113555908203 (0.1974994120272723) | > loss_disc_real_2: 0.2394968718290329 (0.21296172589063644) | > loss_disc_real_3: 0.25011786818504333 (0.2258725298399275) | > loss_disc_real_4: 0.2285234034061432 (0.2231339466842738) | > loss_disc_real_5: 0.22853177785873413 (0.21526012874462389) | > loss_0: 2.44625186920166 (2.317610025405884) | > grad_norm_0: tensor(10.6558, device='cuda:0') (tensor(9.7888, device='cuda:0')) | > loss_gen: 2.4127650260925293 (2.5239444266666067) | > loss_kl: 1.918798804283142 (1.8202647810632533) | > loss_feat: 7.019871234893799 (7.210624618963762) | > loss_mel: 17.843957901000977 (18.47900186885487) | > loss_duration: 1.976534366607666 (2.0630537623708904) | > loss_1: 31.171926498413086 (32.096889625896104) | > grad_norm_1: tensor(86.2309, device='cuda:0') (tensor(112.7331, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.3681 (0.3660161549394781) | > loader_time: 0.0033 (0.003503891554745761)  --> TIME: 2024-06-11 06:40:41 -- STEP: 69/330 -- GLOBAL_STEP: 205550 | > loss_disc: 2.3898658752441406 (2.314286280369413) | > loss_disc_real_0: 0.09422898292541504 (0.11011762798264407) | > loss_disc_real_1: 0.21001511812210083 (0.1984610574832861) | > loss_disc_real_2: 0.23088335990905762 (0.2125074673390043) | > loss_disc_real_3: 0.23110130429267883 (0.22556571338487708) | > loss_disc_real_4: 0.219977468252182 (0.2242855516032896) | > loss_disc_real_5: 0.23170170187950134 (0.21580197435358298) | > loss_0: 2.3898658752441406 (2.314286280369413) | > grad_norm_0: tensor(14.0193, device='cuda:0') (tensor(9.8253, device='cuda:0')) | > loss_gen: 2.489084005355835 (2.521828001823978) | > loss_kl: 1.7031317949295044 (1.823982231858848) | > loss_feat: 7.094491481781006 (7.237603982289632) | > loss_mel: 17.667301177978516 (18.389387213665508) | > loss_duration: 1.9630283117294312 (2.042474515196205) | > loss_1: 30.917036056518555 (32.01527601048565) | > grad_norm_1: tensor(233.1454, device='cuda:0') (tensor(117.0219, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.3693 (0.36796614398127014) | > loader_time: 0.0036 (0.0036488926928976307)  --> TIME: 2024-06-11 06:40:51 -- STEP: 94/330 -- GLOBAL_STEP: 205575 | > loss_disc: 2.2683217525482178 (2.3157088908743355) | > loss_disc_real_0: 0.10679098218679428 (0.1100881964443846) | > loss_disc_real_1: 0.18299241364002228 (0.19820562068452227) | > loss_disc_real_2: 0.20200200378894806 (0.21228206522287207) | > loss_disc_real_3: 0.2095016986131668 (0.2263949285162256) | > loss_disc_real_4: 0.25711944699287415 (0.2247999411948184) | > loss_disc_real_5: 0.19908294081687927 (0.21575738553037035) | > loss_0: 2.2683217525482178 (2.3157088908743355) | > grad_norm_0: tensor(29.1242, device='cuda:0') (tensor(12.6867, device='cuda:0')) | > loss_gen: 2.484133243560791 (2.525898367800611) | > loss_kl: 1.9064589738845825 (1.8390277142220355) | > loss_feat: 7.849640846252441 (7.264916815656297) | > loss_mel: 19.196638107299805 (18.36993272253807) | > loss_duration: 2.047783851623535 (2.0362548878852356) | > loss_1: 33.48465347290039 (32.036030505565854) | > grad_norm_1: tensor(299.2622, device='cuda:0') (tensor(148.1808, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.3745 (0.3702055368017642) | > loader_time: 0.0037 (0.003778186250240245)  --> TIME: 2024-06-11 06:41:01 -- STEP: 119/330 -- GLOBAL_STEP: 205600 | > loss_disc: 2.397129774093628 (2.312502434273728) | > loss_disc_real_0: 0.10889752209186554 (0.11066198292650095) | > loss_disc_real_1: 0.2200137972831726 (0.19793197387406805) | > loss_disc_real_2: 0.25984933972358704 (0.21324253332715074) | > loss_disc_real_3: 0.26815298199653625 (0.22564978233906402) | > loss_disc_real_4: 0.22209469974040985 (0.2227306590110314) | > loss_disc_real_5: 0.221999391913414 (0.2152965905285683) | > loss_0: 2.397129774093628 (2.312502434273728) | > grad_norm_0: tensor(33.4090, device='cuda:0') (tensor(15.7654, device='cuda:0')) | > loss_gen: 2.500333070755005 (2.537388032223998) | > loss_kl: 1.9292972087860107 (1.8545873345447188) | > loss_feat: 7.988438129425049 (7.310665274868493) | > loss_mel: 18.806228637695312 (18.383767103948504) | > loss_duration: 2.0142273902893066 (2.035623117655265) | > loss_1: 33.238525390625 (32.12203094738869) | > grad_norm_1: tensor(337.1371, device='cuda:0') (tensor(186.4450, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.3697 (0.37239651319359524) | > loader_time: 0.0041 (0.003913438620687533)  --> TIME: 2024-06-11 06:41:10 -- STEP: 144/330 -- GLOBAL_STEP: 205625 | > loss_disc: 2.3144423961639404 (2.3152909808688693) | > loss_disc_real_0: 0.08547745645046234 (0.1095190384787404) | > loss_disc_real_1: 0.2118951976299286 (0.19887262199901873) | > loss_disc_real_2: 0.18621045351028442 (0.21284193897412884) | > loss_disc_real_3: 0.22722257673740387 (0.22566544316295115) | > loss_disc_real_4: 0.2700496315956116 (0.2223666367224521) | > loss_disc_real_5: 0.20189395546913147 (0.21633748089273772) | > loss_0: 2.3144423961639404 (2.3152909808688693) | > grad_norm_0: tensor(8.3697, device='cuda:0') (tensor(17.1460, device='cuda:0')) | > loss_gen: 2.6603705883026123 (2.5510522011253567) | > loss_kl: 1.6699637174606323 (1.8598405255211725) | > loss_feat: 7.2640380859375 (7.307313121027416) | > loss_mel: 18.06643295288086 (18.380498925844822) | > loss_duration: 2.0273499488830566 (2.0387318275041055) | > loss_1: 31.688154220581055 (32.13743664158711) | > grad_norm_1: tensor(383.4363, device='cuda:0') (tensor(199.6680, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.383 (0.3732469992505178) | > loader_time: 0.0042 (0.003979558746019999)  --> TIME: 2024-06-11 06:41:20 -- STEP: 169/330 -- GLOBAL_STEP: 205650 | > loss_disc: 2.2600901126861572 (2.319479152295715) | > loss_disc_real_0: 0.10419014096260071 (0.10983751306431533) | > loss_disc_real_1: 0.2142316848039627 (0.1986154422781171) | > loss_disc_real_2: 0.18748676776885986 (0.2132731615262624) | > loss_disc_real_3: 0.23429475724697113 (0.22610781108133887) | > loss_disc_real_4: 0.21427558362483978 (0.22276661505360576) | > loss_disc_real_5: 0.20752795040607452 (0.21647760483640185) | > loss_0: 2.2600901126861572 (2.319479152295715) | > grad_norm_0: tensor(19.6411, device='cuda:0') (tensor(17.3990, device='cuda:0')) | > loss_gen: 2.483579635620117 (2.54991823963865) | > loss_kl: 1.8444781303405762 (1.8670177424447776) | > loss_feat: 7.1948089599609375 (7.2929290201537) | > loss_mel: 17.443950653076172 (18.362977733273464) | > loss_duration: 2.0844879150390625 (2.042492920830406) | > loss_1: 31.051305770874023 (32.1153357127714) | > grad_norm_1: tensor(264.1571, device='cuda:0') (tensor(205.5852, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.4135 (0.37560232574417723) | > loader_time: 0.0051 (0.004081405831511909)  --> TIME: 2024-06-11 06:41:30 -- STEP: 194/330 -- GLOBAL_STEP: 205675 | > loss_disc: 2.3217668533325195 (2.3243957131179314) | > loss_disc_real_0: 0.11260981112718582 (0.11159689073479667) | > loss_disc_real_1: 0.18496933579444885 (0.19913267121487052) | > loss_disc_real_2: 0.21635426580905914 (0.2145511534103413) | > loss_disc_real_3: 0.2367589771747589 (0.22618049444611535) | > loss_disc_real_4: 0.2353399395942688 (0.22393800963446037) | > loss_disc_real_5: 0.205288365483284 (0.2166766619559416) | > loss_0: 2.3217668533325195 (2.3243957131179314) | > grad_norm_0: tensor(44.5646, device='cuda:0') (tensor(19.3108, device='cuda:0')) | > loss_gen: 2.3863019943237305 (2.5459989837764474) | > loss_kl: 1.8713301420211792 (1.867689559754637) | > loss_feat: 7.324802875518799 (7.287344667100415) | > loss_mel: 18.628931045532227 (18.324533324880697) | > loss_duration: 2.068307876586914 (2.0484461532425646) | > loss_1: 32.27967071533203 (32.07401274651592) | > grad_norm_1: tensor(376.1404, device='cuda:0') (tensor(219.6546, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.4118 (0.37822280839546424) | > loader_time: 0.0055 (0.00421615974190309)  --> TIME: 2024-06-11 06:41:41 -- STEP: 219/330 -- GLOBAL_STEP: 205700 | > loss_disc: 2.3025217056274414 (2.323977818772125) | > loss_disc_real_0: 0.09285478293895721 (0.11217278471752389) | > loss_disc_real_1: 0.14751362800598145 (0.19872237007095386) | > loss_disc_real_2: 0.23394928872585297 (0.21422763774384102) | > loss_disc_real_3: 0.2051907777786255 (0.22553230060017812) | > loss_disc_real_4: 0.21162882447242737 (0.22392017384098) | > loss_disc_real_5: 0.18244759738445282 (0.21638297483529131) | > loss_0: 2.3025217056274414 (2.323977818772125) | > grad_norm_0: tensor(13.9388, device='cuda:0') (tensor(21.3581, device='cuda:0')) | > loss_gen: 2.546839475631714 (2.5460799731076045) | > loss_kl: 1.9077686071395874 (1.8698795543958062) | > loss_feat: 7.908488750457764 (7.290006415484703) | > loss_mel: 18.22555923461914 (18.28413604492466) | > loss_duration: 2.1241049766540527 (2.0553291143347705) | > loss_1: 32.71276092529297 (32.04543111095687) | > grad_norm_1: tensor(451.0811, device='cuda:0') (tensor(233.6103, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.4126 (0.3807552002336335) | > loader_time: 0.0054 (0.004338871942807552)  --> TIME: 2024-06-11 06:41:51 -- STEP: 244/330 -- GLOBAL_STEP: 205725 | > loss_disc: 2.348745822906494 (2.325679765372976) | > loss_disc_real_0: 0.0979657992720604 (0.11370083790455686) | > loss_disc_real_1: 0.20384098589420319 (0.19872701235237666) | > loss_disc_real_2: 0.20432442426681519 (0.21396527060719786) | > loss_disc_real_3: 0.2249520868062973 (0.22582681037363456) | > loss_disc_real_4: 0.20159338414669037 (0.22410594769677178) | > loss_disc_real_5: 0.20232751965522766 (0.21616734790264583) | > loss_0: 2.348745822906494 (2.325679765372976) | > grad_norm_0: tensor(63.1067, device='cuda:0') (tensor(24.4336, device='cuda:0')) | > loss_gen: 2.355398416519165 (2.547319806012952) | > loss_kl: 1.7681726217269897 (1.8710538442017601) | > loss_feat: 7.207760334014893 (7.288931068826894) | > loss_mel: 17.996726989746094 (18.24123325504241) | > loss_duration: 2.0841472148895264 (2.063423911567596) | > loss_1: 31.41220474243164 (32.01196192131665) | > grad_norm_1: tensor(510.4516, device='cuda:0') (tensor(254.6597, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.4319 (0.38448926953018675) | > loader_time: 0.0056 (0.004467702302776402)  --> TIME: 2024-06-11 06:42:02 -- STEP: 269/330 -- GLOBAL_STEP: 205750 | > loss_disc: 2.4372880458831787 (2.3281239443995223) | > loss_disc_real_0: 0.2728823125362396 (0.11529586536179688) | > loss_disc_real_1: 0.18153737485408783 (0.19851572235499174) | > loss_disc_real_2: 0.24223670363426208 (0.21408868439800235) | > loss_disc_real_3: 0.22361767292022705 (0.22604513833070777) | > loss_disc_real_4: 0.20040792226791382 (0.22448071743254325) | > loss_disc_real_5: 0.229747474193573 (0.21654780369708973) | > loss_0: 2.4372880458831787 (2.3281239443995223) | > grad_norm_0: tensor(66.4454, device='cuda:0') (tensor(26.8673, device='cuda:0')) | > loss_gen: 2.6384975910186768 (2.5498991969792826) | > loss_kl: 1.8810516595840454 (1.873435847821289) | > loss_feat: 6.716675758361816 (7.297389932724623) | > loss_mel: 17.349220275878906 (18.204555688737496) | > loss_duration: 2.1673974990844727 (2.0708576414221738) | > loss_1: 30.752845764160156 (31.99613833516058) | > grad_norm_1: tensor(390.6579, device='cuda:0') (tensor(269.0149, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.4318 (0.3889570298248063) | > loader_time: 0.0064 (0.0046190400105869936)  --> TIME: 2024-06-11 06:42:14 -- STEP: 294/330 -- GLOBAL_STEP: 205775 | > loss_disc: 2.416616916656494 (2.331252360019551) | > loss_disc_real_0: 0.10224044322967529 (0.11620860695078665) | > loss_disc_real_1: 0.19049569964408875 (0.1988113972098649) | > loss_disc_real_2: 0.2166249006986618 (0.21418092455588236) | > loss_disc_real_3: 0.23336508870124817 (0.22570174729742973) | > loss_disc_real_4: 0.20841875672340393 (0.22444228929321786) | > loss_disc_real_5: 0.20413830876350403 (0.21701535547063464) | > loss_0: 2.416616916656494 (2.331252360019551) | > grad_norm_0: tensor(13.7220, device='cuda:0') (tensor(27.5227, device='cuda:0')) | > loss_gen: 2.3816099166870117 (2.540774465418187) | > loss_kl: 2.03444766998291 (1.8765201702409862) | > loss_feat: 7.840085983276367 (7.292482580457415) | > loss_mel: 17.71208381652832 (18.155507379648643) | > loss_duration: 2.206685781478882 (2.079936954845377) | > loss_1: 32.17491149902344 (31.945221563585736) | > grad_norm_1: tensor(150.7775, device='cuda:0') (tensor(273.1186, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.4613 (0.39480774175553085) | > loader_time: 0.0066 (0.0047759012300141014)  --> TIME: 2024-06-11 06:42:28 -- STEP: 319/330 -- GLOBAL_STEP: 205800 | > loss_disc: 2.4094297885894775 (2.331979652930947) | > loss_disc_real_0: 0.10051073879003525 (0.11688493314815165) | > loss_disc_real_1: 0.20896250009536743 (0.1986021507870067) | > loss_disc_real_2: 0.20686396956443787 (0.2141731574337311) | > loss_disc_real_3: 0.2448899894952774 (0.22582999586498476) | > loss_disc_real_4: 0.2440977394580841 (0.224679730015115) | > loss_disc_real_5: 0.25914737582206726 (0.21736738557539015) | > loss_0: 2.4094297885894775 (2.331979652930947) | > grad_norm_0: tensor(15.4234, device='cuda:0') (tensor(26.8111, device='cuda:0')) | > loss_gen: 2.3206334114074707 (2.5355890283016587) | > loss_kl: 1.9946163892745972 (1.8828704342199343) | > loss_feat: 7.818650722503662 (7.31969733970666) | > loss_mel: 17.318180084228516 (18.10864821646281) | > loss_duration: 2.2569820880889893 (2.093083609234204) | > loss_1: 31.709062576293945 (31.939888652215533) | > grad_norm_1: tensor(306.5812, device='cuda:0') (tensor(269.3502, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.6176 (0.4059598430944459) | > loader_time: 0.0087 (0.005016217037428135)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.654566764831543 (2.654566764831543) | > loss_disc_real_0: 0.14654235541820526 (0.14654235541820526) | > loss_disc_real_1: 0.17981454730033875 (0.17981454730033875) | > loss_disc_real_2: 0.22720962762832642 (0.22720962762832642) | > loss_disc_real_3: 0.21795791387557983 (0.21795791387557983) | > loss_disc_real_4: 0.29243922233581543 (0.29243922233581543) | > loss_disc_real_5: 0.21306352317333221 (0.21306352317333221) | > loss_0: 2.654566764831543 (2.654566764831543) | > loss_gen: 1.8448057174682617 (1.8448057174682617) | > loss_kl: 2.204756736755371 (2.204756736755371) | > loss_feat: 4.625117301940918 (4.625117301940918) | > loss_mel: 15.495345115661621 (15.495345115661621) | > loss_duration: 2.8829870223999023 (2.8829870223999023) | > loss_1: 27.05301284790039 (27.05301284790039)  --> STEP: 1 | > loss_disc: 2.3374929428100586 (2.3374929428100586) | > loss_disc_real_0: 0.08545603603124619 (0.08545603603124619) | > loss_disc_real_1: 0.16953812539577484 (0.16953812539577484) | > loss_disc_real_2: 0.2031857818365097 (0.2031857818365097) | > loss_disc_real_3: 0.2326163649559021 (0.2326163649559021) | > loss_disc_real_4: 0.2597324848175049 (0.2597324848175049) | > loss_disc_real_5: 0.25441065430641174 (0.25441065430641174) | > loss_0: 2.3374929428100586 (2.3374929428100586) | > loss_gen: 2.4427716732025146 (2.4427716732025146) | > loss_kl: 2.226576328277588 (2.226576328277588) | > loss_feat: 6.79055643081665 (6.79055643081665) | > loss_mel: 18.2364559173584 (18.2364559173584) | > loss_duration: 2.3510944843292236 (2.3510944843292236) | > loss_1: 32.047454833984375 (32.047454833984375)  --> STEP: 2 | > loss_disc: 2.799393653869629 (2.5684432983398438) | > loss_disc_real_0: 0.11104317009449005 (0.09824960306286812) | > loss_disc_real_1: 0.1843521147966385 (0.17694512009620667) | > loss_disc_real_2: 0.1587480753660202 (0.18096692860126495) | > loss_disc_real_3: 0.27087557315826416 (0.25174596905708313) | > loss_disc_real_4: 0.44512614607810974 (0.3524293154478073) | > loss_disc_real_5: 0.45160141587257385 (0.3530060350894928) | > loss_0: 2.799393653869629 (2.5684432983398438) | > loss_gen: 2.2188785076141357 (2.330825090408325) | > loss_kl: 2.846916437149048 (2.536746382713318) | > loss_feat: 6.080328941345215 (6.435442686080933) | > loss_mel: 20.623262405395508 (19.429859161376953) | > loss_duration: 2.508350372314453 (2.4297224283218384) | > loss_1: 34.277732849121094 (33.162593841552734)  --> STEP: 3 | > loss_disc: 2.018685817718506 (2.385190804799398) | > loss_disc_real_0: 0.08258254081010818 (0.09302724897861481) | > loss_disc_real_1: 0.21597866714000702 (0.1899563024441401) | > loss_disc_real_2: 0.1221487894654274 (0.16136088222265244) | > loss_disc_real_3: 0.14398522675037384 (0.21582572162151337) | > loss_disc_real_4: 0.2386898696422577 (0.31451616684595746) | > loss_disc_real_5: 0.23555181920528412 (0.3138546297947566) | > loss_0: 2.018685817718506 (2.385190804799398) | > loss_gen: 2.6735587120056152 (2.4450696309407554) | > loss_kl: 2.110443353652954 (2.39464537302653) | > loss_feat: 7.587728500366211 (6.819537957509358) | > loss_mel: 19.788354873657227 (19.549357732137043) | > loss_duration: 2.319601535797119 (2.393015464146932) | > loss_1: 34.47968673706055 (33.60162480672201)  --> STEP: 4 | > loss_disc: 2.316462516784668 (2.3680087327957153) | > loss_disc_real_0: 0.11296085268259048 (0.09801064990460873) | > loss_disc_real_1: 0.15155920386314392 (0.18035702779889107) | > loss_disc_real_2: 0.1624251753091812 (0.16162695549428463) | > loss_disc_real_3: 0.20632201433181763 (0.21344979479908943) | > loss_disc_real_4: 0.2725868225097656 (0.3040338307619095) | > loss_disc_real_5: 0.20394855737686157 (0.2863781116902828) | > loss_0: 2.316462516784668 (2.3680087327957153) | > loss_gen: 2.237192392349243 (2.393100321292877) | > loss_kl: 3.1825594902038574 (2.591623902320862) | > loss_feat: 8.174771308898926 (7.1583462953567505) | > loss_mel: 19.645803451538086 (19.573469161987305) | > loss_duration: 2.278740882873535 (2.3644468188285828) | > loss_1: 35.519065856933594 (34.0809850692749)  --> STEP: 5 | > loss_disc: 2.616046667098999 (2.4176163196563722) | > loss_disc_real_0: 0.15554293990135193 (0.10951710790395737) | > loss_disc_real_1: 0.21534618735313416 (0.1873548597097397) | > loss_disc_real_2: 0.1832023411989212 (0.16594203263521196) | > loss_disc_real_3: 0.2175205796957016 (0.21426395177841187) | > loss_disc_real_4: 0.27235865592956543 (0.2976987957954407) | > loss_disc_real_5: 0.2148023396730423 (0.2720629572868347) | > loss_0: 2.616046667098999 (2.4176163196563722) | > loss_gen: 2.125995635986328 (2.3396793842315673) | > loss_kl: 2.404083251953125 (2.5541157722473145) | > loss_feat: 4.991534233093262 (6.724983882904053) | > loss_mel: 19.294588088989258 (19.517692947387694) | > loss_duration: 2.340176820755005 (2.359592819213867) | > loss_1: 31.1563777923584 (33.4960636138916)  --> STEP: 6 | > loss_disc: 2.1630687713623047 (2.3751917282740274) | > loss_disc_real_0: 0.11912856251001358 (0.11111901700496674) | > loss_disc_real_1: 0.1709359586238861 (0.18461837619543076) | > loss_disc_real_2: 0.12650324404239655 (0.15936890120307604) | > loss_disc_real_3: 0.22097069025039673 (0.21538174152374268) | > loss_disc_real_4: 0.31314364075660706 (0.30027293662230176) | > loss_disc_real_5: 0.26082247495651245 (0.2701895435651143) | > loss_0: 2.1630687713623047 (2.3751917282740274) | > loss_gen: 2.6943323612213135 (2.3987882137298584) | > loss_kl: 2.3831088542938232 (2.525614619255066) | > loss_feat: 6.525678634643555 (6.691766341527303) | > loss_mel: 20.647884368896484 (19.706058184305828) | > loss_duration: 2.1445488929748535 (2.3237521648406982) | > loss_1: 34.39555358886719 (33.64597860972086)  --> STEP: 7 | > loss_disc: 2.259078025817871 (2.3586040564945767) | > loss_disc_real_0: 0.11832483112812042 (0.11214841902256012) | > loss_disc_real_1: 0.1778704971075058 (0.18365439346858434) | > loss_disc_real_2: 0.22421225905418396 (0.1686322380389486) | > loss_disc_real_3: 0.2306346446275711 (0.21756072768143245) | > loss_disc_real_4: 0.22591033577919006 (0.28964970793042866) | > loss_disc_real_5: 0.2992893159389496 (0.2743466539042337) | > loss_0: 2.259078025817871 (2.3586040564945767) | > loss_gen: 2.5841097831726074 (2.4252627236502513) | > loss_kl: 3.0861692428588867 (2.605693851198469) | > loss_feat: 7.069947719573975 (6.745792252676828) | > loss_mel: 19.743236541748047 (19.711369378226145) | > loss_duration: 2.4753589630126953 (2.3454102788652693) | > loss_1: 34.958824157714844 (33.83352797372)  --> STEP: 8 | > loss_disc: 2.582878589630127 (2.3866383731365204) | > loss_disc_real_0: 0.20298677682876587 (0.12350321374833584) | > loss_disc_real_1: 0.1467159539461136 (0.1790370885282755) | > loss_disc_real_2: 0.18458369374275208 (0.17062617000192404) | > loss_disc_real_3: 0.20803289115428925 (0.21636974811553955) | > loss_disc_real_4: 0.27273082733154297 (0.28753484785556793) | > loss_disc_real_5: 0.20842909812927246 (0.2661069594323635) | > loss_0: 2.582878589630127 (2.3866383731365204) | > loss_gen: 2.0929343700408936 (2.3837216794490814) | > loss_kl: 2.5968942642211914 (2.604593902826309) | > loss_feat: 8.843199729919434 (7.007968187332153) | > loss_mel: 15.724499702453613 (19.213010668754578) | > loss_duration: 2.2236220836639404 (2.330186754465103) | > loss_1: 31.48114776611328 (33.539480447769165)  --> STEP: 9 | > loss_disc: 2.810460090637207 (2.4337296750810413) | > loss_disc_real_0: 0.4862695634365082 (0.16381058593591055) | > loss_disc_real_1: 0.20687627792358398 (0.18213033179442087) | > loss_disc_real_2: 0.23236829042434692 (0.17748640560441548) | > loss_disc_real_3: 0.25759953260421753 (0.22095083528094822) | > loss_disc_real_4: 0.33964860439300537 (0.2933252652486165) | > loss_disc_real_5: 0.19600842893123627 (0.2583182338211272) | > loss_0: 2.810460090637207 (2.4337296750810413) | > loss_gen: 2.6319072246551514 (2.4112978511386447) | > loss_kl: 2.591917037963867 (2.603185362286038) | > loss_feat: 11.8402681350708 (7.544890403747559) | > loss_mel: 19.28546905517578 (19.221061600579155) | > loss_duration: 2.1318459510803223 (2.30814888742235) | > loss_1: 38.48141098022461 (34.088583840264214)  --> STEP: 10 | > loss_disc: 2.7388863563537598 (2.464245343208313) | > loss_disc_real_0: 0.2143324762582779 (0.16886277496814728) | > loss_disc_real_1: 0.24015887081623077 (0.18793318569660186) | > loss_disc_real_2: 0.3094903230667114 (0.19068679735064506) | > loss_disc_real_3: 0.27760758996009827 (0.22661651074886321) | > loss_disc_real_4: 0.29353439807891846 (0.29334617853164674) | > loss_disc_real_5: 0.26890477538108826 (0.25937688797712327) | > loss_0: 2.7388863563537598 (2.464245343208313) | > loss_gen: 2.1591451168060303 (2.386082577705383) | > loss_kl: 3.095381021499634 (2.6524049282073974) | > loss_feat: 3.357943534851074 (7.12619571685791) | > loss_mel: 14.073485374450684 (18.706303977966307) | > loss_duration: 2.286200761795044 (2.3059540748596192) | > loss_1: 24.972156524658203 (33.176941108703616)  --> STEP: 11 | > loss_disc: 2.5244579315185547 (2.4697192148728804) | > loss_disc_real_0: 0.11393280327320099 (0.1638691411776976) | > loss_disc_real_1: 0.19154365360736847 (0.1882614100521261) | > loss_disc_real_2: 0.2646373510360718 (0.19740957495841113) | > loss_disc_real_3: 0.20976994931697845 (0.22508500516414642) | > loss_disc_real_4: 0.29080134630203247 (0.29311483014713635) | > loss_disc_real_5: 0.2523711323738098 (0.2587400011040948) | > loss_0: 2.5244579315185547 (2.4697192148728804) | > loss_gen: 2.2916767597198486 (2.377500230615789) | > loss_kl: 2.614938497543335 (2.648998889056119) | > loss_feat: 5.884321212768555 (7.013298034667969) | > loss_mel: 17.894105911254883 (18.632467790083453) | > loss_duration: 2.442302942276001 (2.3183494264429267) | > loss_1: 31.12734603881836 (32.99061428416859)  --> STEP: 12 | > loss_disc: 2.6100502014160156 (2.481413463751475) | > loss_disc_real_0: 0.1746736615896225 (0.16476951787869135) | > loss_disc_real_1: 0.1579866260290146 (0.18573851138353348) | > loss_disc_real_2: 0.2151373326778412 (0.19888688810169697) | > loss_disc_real_3: 0.2519851624965668 (0.22732668494184813) | > loss_disc_real_4: 0.2687196731567383 (0.2910819003979365) | > loss_disc_real_5: 0.24764148890972137 (0.257815125087897) | > loss_0: 2.6100502014160156 (2.481413463751475) | > loss_gen: 2.110818386077881 (2.3552767435709634) | > loss_kl: 2.2387936115264893 (2.61481511592865) | > loss_feat: 6.404842376708984 (6.96259339650472) | > loss_mel: 18.462928771972656 (18.61833953857422) | > loss_duration: 2.260535717010498 (2.3135316173235574) | > loss_1: 31.47791862487793 (32.86455631256104)  --> STEP: 13 | > loss_disc: 2.490931987762451 (2.4821456579061656) | > loss_disc_real_0: 0.08238734304904938 (0.15843242750718042) | > loss_disc_real_1: 0.3388455808162689 (0.19751597826297468) | > loss_disc_real_2: 0.2512279748916626 (0.20291312554707894) | > loss_disc_real_3: 0.24820350110530853 (0.22893259387749892) | > loss_disc_real_4: 0.2532077431678772 (0.28816850368793195) | > loss_disc_real_5: 0.2574808597564697 (0.2577894123700949) | > loss_0: 2.490931987762451 (2.4821456579061656) | > loss_gen: 2.495191812515259 (2.366039441182063) | > loss_kl: 2.0926735401153564 (2.574650379327627) | > loss_feat: 8.25700569152832 (7.062163573044997) | > loss_mel: 17.273588180541992 (18.514897126417893) | > loss_duration: 2.1817994117736816 (2.303398370742798) | > loss_1: 32.30025863647461 (32.82114879901594)  --> STEP: 14 | > loss_disc: 2.5786445140838623 (2.4890384333474294) | > loss_disc_real_0: 0.21479590237140656 (0.1624583899974823) | > loss_disc_real_1: 0.1538037806749344 (0.1943936784352575) | > loss_disc_real_2: 0.20569150149822235 (0.20311158097216062) | > loss_disc_real_3: 0.21913456916809082 (0.22823273496968405) | > loss_disc_real_4: 0.24981562793254852 (0.28542901256254744) | > loss_disc_real_5: 0.19136202335357666 (0.253044598868915) | > loss_0: 2.5786445140838623 (2.4890384333474294) | > loss_gen: 1.9615612030029297 (2.337148138454982) | > loss_kl: 3.5206868648529053 (2.6422244140080045) | > loss_feat: 7.018150806427002 (7.0590198040008545) | > loss_mel: 20.846277236938477 (18.681424277169363) | > loss_duration: 2.420253276824951 (2.311745149748666) | > loss_1: 35.766929626464844 (33.03156171526229)  --> STEP: 15 | > loss_disc: 2.5261237621307373 (2.49151078859965) | > loss_disc_real_0: 0.19866052269935608 (0.16487186551094055) | > loss_disc_real_1: 0.16315993666648865 (0.19231142898400624) | > loss_disc_real_2: 0.3060314953327179 (0.20997290859619777) | > loss_disc_real_3: 0.2843034863471985 (0.23197078506151836) | > loss_disc_real_4: 0.28018245100975037 (0.28507924179236094) | > loss_disc_real_5: 0.21298114955425262 (0.25037370224793754) | > loss_0: 2.5261237621307373 (2.49151078859965) | > loss_gen: 2.3858940601348877 (2.340397866566976) | > loss_kl: 3.348849058151245 (2.6893327236175537) | > loss_feat: 9.553131103515625 (7.2252938906351725) | > loss_mel: 18.392446517944336 (18.662159093221028) | > loss_duration: 2.313805103302002 (2.311882479985555) | > loss_1: 35.99412536621094 (33.22906595865887)  --> STEP: 16 | > loss_disc: 2.541886568069458 (2.494659274816513) | > loss_disc_real_0: 0.15090787410736084 (0.16399911604821682) | > loss_disc_real_1: 0.2139909863471985 (0.19366640131920576) | > loss_disc_real_2: 0.28409427404403687 (0.2146054939366877) | > loss_disc_real_3: 0.31548142433166504 (0.23719020001590252) | > loss_disc_real_4: 0.33216553926467896 (0.2880221353843808) | > loss_disc_real_5: 0.25426098704338074 (0.2506166575476527) | > loss_0: 2.541886568069458 (2.494659274816513) | > loss_gen: 2.8773183822631836 (2.373955398797989) | > loss_kl: 2.86513614654541 (2.7003204375505447) | > loss_feat: 9.426567077636719 (7.362873464822769) | > loss_mel: 18.05942153930664 (18.62448799610138) | > loss_duration: 2.3278443813323975 (2.3128800988197327) | > loss_1: 35.5562858581543 (33.37451720237733)  --> STEP: 17 | > loss_disc: 2.515031337738037 (2.495857631458956) | > loss_disc_real_0: 0.13012683391571045 (0.16200662886395173) | > loss_disc_real_1: 0.16899678111076355 (0.1922152471892974) | > loss_disc_real_2: 0.22800110280513763 (0.21539347092894948) | > loss_disc_real_3: 0.24285733699798584 (0.2375235610148486) | > loss_disc_real_4: 0.2841847538948059 (0.28779640706146464) | > loss_disc_real_5: 0.2812098562717438 (0.25241625747259927) | > loss_0: 2.515031337738037 (2.495857631458956) | > loss_gen: 2.1911427974700928 (2.363201716366936) | > loss_kl: 2.464214563369751 (2.6864318567163803) | > loss_feat: 4.458240985870361 (7.192012730766745) | > loss_mel: 17.1180362701416 (18.53587318869198) | > loss_duration: 2.4068050384521484 (2.318405095268698) | > loss_1: 28.63844108581543 (33.0959244896384)  --> STEP: 18 | > loss_disc: 2.3456532955169678 (2.487512946128845) | > loss_disc_real_0: 0.05400273948907852 (0.15600641278756988) | > loss_disc_real_1: 0.18256492912769318 (0.19167911840809715) | > loss_disc_real_2: 0.1475151628255844 (0.21162245381209585) | > loss_disc_real_3: 0.20326222479343414 (0.23562015344699225) | > loss_disc_real_4: 0.2963617444038391 (0.288272259136041) | > loss_disc_real_5: 0.28463298082351685 (0.2542060754365391) | > loss_0: 2.3456532955169678 (2.487512946128845) | > loss_gen: 2.3237547874450684 (2.3610102203157215) | > loss_kl: 2.119703531265259 (2.654946949746874) | > loss_feat: 8.43545913696289 (7.261093086666531) | > loss_mel: 20.02880096435547 (18.618813620673286) | > loss_duration: 2.2600584030151367 (2.3151636123657227) | > loss_1: 35.16777801513672 (33.21102746327719)  --> STEP: 19 | > loss_disc: 2.5044217109680176 (2.4884028811203804) | > loss_disc_real_0: 0.1532607078552246 (0.15586190200165698) | > loss_disc_real_1: 0.16415660083293915 (0.1902305648515099) | > loss_disc_real_2: 0.20178376138210297 (0.2111046278947278) | > loss_disc_real_3: 0.23353436589241028 (0.23551037515464582) | > loss_disc_real_4: 0.3628769516944885 (0.2921988219022751) | > loss_disc_real_5: 0.3125469386577606 (0.25727664718502447) | > loss_0: 2.5044217109680176 (2.4884028811203804) | > loss_gen: 2.4445719718933105 (2.3654082072408578) | > loss_kl: 1.8352417945861816 (2.611804573159469) | > loss_feat: 6.972892761230469 (7.245924648485686) | > loss_mel: 17.055219650268555 (18.5365192011783) | > loss_duration: 2.331632137298584 (2.316030376835873) | > loss_1: 30.639558792114258 (33.075687006900196)  --> STEP: 20 | > loss_disc: 2.350599527359009 (2.481512713432312) | > loss_disc_real_0: 0.17880605161190033 (0.15700910948216915) | > loss_disc_real_1: 0.1539917290210724 (0.18841862305998802) | > loss_disc_real_2: 0.2124253511428833 (0.21117066405713558) | > loss_disc_real_3: 0.20155636966228485 (0.23381267488002777) | > loss_disc_real_4: 0.25930526852607727 (0.2905541442334652) | > loss_disc_real_5: 0.23176094889640808 (0.25600086227059365) | > loss_0: 2.350599527359009 (2.481512713432312) | > loss_gen: 2.4270925521850586 (2.3684924244880676) | > loss_kl: 2.1266961097717285 (2.5875491499900822) | > loss_feat: 6.470460891723633 (7.207151460647583) | > loss_mel: 18.050003051757812 (18.512193393707275) | > loss_duration: 2.2751355171203613 (2.3139856338500975) | > loss_1: 31.349388122558594 (32.98937206268312)  --> STEP: 21 | > loss_disc: 2.343695878982544 (2.474950007029942) | > loss_disc_real_0: 0.11263064295053482 (0.15489584917113894) | > loss_disc_real_1: 0.29591265320777893 (0.19353738640035903) | > loss_disc_real_2: 0.2640288174152374 (0.21368771897894995) | > loss_disc_real_3: 0.2095000445842743 (0.23265493058022998) | > loss_disc_real_4: 0.2147233784198761 (0.28694315538519904) | > loss_disc_real_5: 0.1926838904619217 (0.2529857683749426) | > loss_0: 2.343695878982544 (2.474950007029942) | > loss_gen: 2.390321731567383 (2.3695319153013683) | > loss_kl: 2.166188955307007 (2.5674843788146977) | > loss_feat: 6.732716083526611 (7.184559299832299) | > loss_mel: 15.67960262298584 (18.377308118911017) | > loss_duration: 2.1438612937927246 (2.3058844747997465) | > loss_1: 29.112689971923828 (32.80476815359934)  --> STEP: 22 | > loss_disc: 2.590376138687134 (2.480196649377996) | > loss_disc_real_0: 0.14032728970050812 (0.1542336419224739) | > loss_disc_real_1: 0.189371258020401 (0.19334801692854275) | > loss_disc_real_2: 0.2763257324695587 (0.21653490141034126) | > loss_disc_real_3: 0.26371243596076965 (0.23406663537025452) | > loss_disc_real_4: 0.25032979249954224 (0.2852789116176692) | > loss_disc_real_5: 0.22679901123046875 (0.25179546123201196) | > loss_0: 2.590376138687134 (2.480196649377996) | > loss_gen: 2.2916934490203857 (2.3659938031976875) | > loss_kl: 2.139394521713257 (2.54802574894645) | > loss_feat: 7.792847633361816 (7.212208769538186) | > loss_mel: 20.652233123779297 (18.480713800950483) | > loss_duration: 2.1307482719421387 (2.2979237383062188) | > loss_1: 35.006919860839844 (32.90486595847391)  --> STEP: 23 | > loss_disc: 2.736738443374634 (2.491350640421328) | > loss_disc_real_0: 0.2363564819097519 (0.15780420018279034) | > loss_disc_real_1: 0.20976775884628296 (0.1940619187510532) | > loss_disc_real_2: 0.18809109926223755 (0.2152982143604237) | > loss_disc_real_3: 0.27411526441574097 (0.2358078801113626) | > loss_disc_real_4: 0.3362452983856201 (0.2874948414771454) | > loss_disc_real_5: 0.2538740038871765 (0.25188583265180176) | > loss_0: 2.736738443374634 (2.491350640421328) | > loss_gen: 2.3835811614990234 (2.3667584709499194) | > loss_kl: 2.2991302013397217 (2.5372042033983315) | > loss_feat: 5.363949775695801 (7.131849682849387) | > loss_mel: 16.768373489379883 (18.406264222186543) | > loss_duration: 2.2210280895233154 (2.294580449228701) | > loss_1: 29.036062240600586 (32.736657101175076)  --> STEP: 24 | > loss_disc: 2.456209182739258 (2.4898864130179086) | > loss_disc_real_0: 0.07983462512493134 (0.15455546788871288) | > loss_disc_real_1: 0.18403585255146027 (0.19364416599273682) | > loss_disc_real_2: 0.15669776499271393 (0.21285652897010246) | > loss_disc_real_3: 0.17512698471546173 (0.23327950946986675) | > loss_disc_real_4: 0.22037972509860992 (0.2846983782947064) | > loss_disc_real_5: 0.18348091840744019 (0.24903562789162004) | > loss_0: 2.456209182739258 (2.4898864130179086) | > loss_gen: 1.9723713397979736 (2.3503256738185883) | > loss_kl: 2.3918652534484863 (2.531148413817088) | > loss_feat: 7.004647731781006 (7.126549601554871) | > loss_mel: 18.19429588317871 (18.397432208061215) | > loss_duration: 2.3725972175598145 (2.297831147909164) | > loss_1: 31.93577766418457 (32.7032871246338)  --> STEP: 25 | > loss_disc: 2.51993465423584 (2.491088342666626) | > loss_disc_real_0: 0.11035757511854172 (0.15278755217790604) | > loss_disc_real_1: 0.17297595739364624 (0.19281743764877318) | > loss_disc_real_2: 0.23518557846546173 (0.21374969094991683) | > loss_disc_real_3: 0.2742718458175659 (0.23491920292377472) | > loss_disc_real_4: 0.3122216463088989 (0.2857993090152741) | > loss_disc_real_5: 0.3111722767353058 (0.25152109384536747) | > loss_0: 2.51993465423584 (2.491088342666626) | > loss_gen: 2.3973822593688965 (2.3522079372406006) | > loss_kl: 2.580885887145996 (2.5331379127502442) | > loss_feat: 5.427646636962891 (7.058593482971191) | > loss_mel: 17.201772689819336 (18.349605827331537) | > loss_duration: 2.3630471229553223 (2.30043978691101) | > loss_1: 29.970733642578125 (32.593984985351575)  --> STEP: 26 | > loss_disc: 2.460995674133301 (2.4899309323384213) | > loss_disc_real_0: 0.11764950305223465 (0.1514360887499956) | > loss_disc_real_1: 0.12696775794029236 (0.19028475765998548) | > loss_disc_real_2: 0.23017917573451996 (0.2143815942108631) | > loss_disc_real_3: 0.1748521476984024 (0.2326089315689527) | > loss_disc_real_4: 0.22032351791858673 (0.2832810093577092) | > loss_disc_real_5: 0.24400880932807922 (0.25123215982547176) | > loss_0: 2.460995674133301 (2.4899309323384213) | > loss_gen: 2.1839280128479004 (2.345735632456266) | > loss_kl: 2.479010820388794 (2.531056101505573) | > loss_feat: 16.281370162963867 (7.41331566297091) | > loss_mel: 20.620946884155273 (18.436965098747834) | > loss_duration: 2.30191969871521 (2.300496706595787) | > loss_1: 43.8671760559082 (33.027569257296065) --> EVAL PERFORMANCE | > avg_loader_time: 0.002282032599815955 (-0.00011456929720365071) | > avg_loss_disc: 2.4899309323384213 (+0.1352453140112071) | > avg_loss_disc_real_0: 0.1514360887499956 (-0.0036919589799184194) | > avg_loss_disc_real_1: 0.19028475765998548 (+0.005857411198891133) | > avg_loss_disc_real_2: 0.2143815942108631 (-0.029885329019564838) | > avg_loss_disc_real_3: 0.2326089315689527 (+0.0029140154902751736) | > avg_loss_disc_real_4: 0.2832810093577092 (+0.05715590887344807) | > avg_loss_disc_real_5: 0.25123215982547176 (+0.04783765455851191) | > avg_loss_0: 2.4899309323384213 (+0.1352453140112071) | > avg_loss_gen: 2.345735632456266 (-0.15576405708606433) | > avg_loss_kl: 2.531056101505573 (+0.06644057769041822) | > avg_loss_feat: 7.41331566297091 (-0.049193620681762695) | > avg_loss_mel: 18.436965098747834 (+0.29504244144145986) | > avg_loss_duration: 2.300496706595787 (-0.00474479565253727) | > avg_loss_1: 33.027569257296065 (+0.15178071535552107)  > EPOCH: 357/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:42:54)   --> TIME: 2024-06-11 06:43:00 -- STEP: 14/330 -- GLOBAL_STEP: 205825 | > loss_disc: 2.337775230407715 (2.3545022351401195) | > loss_disc_real_0: 0.14929401874542236 (0.11043090000748634) | > loss_disc_real_1: 0.21860074996948242 (0.20347630764756883) | > loss_disc_real_2: 0.21218407154083252 (0.20994012589965547) | > loss_disc_real_3: 0.21049153804779053 (0.22639925671475275) | > loss_disc_real_4: 0.23010998964309692 (0.2329843012349946) | > loss_disc_real_5: 0.2015056163072586 (0.2249687026653971) | > loss_0: 2.337775230407715 (2.3545022351401195) | > grad_norm_0: tensor(5.9865, device='cuda:0') (tensor(6.7953, device='cuda:0')) | > loss_gen: 2.6590800285339355 (2.526314616203308) | > loss_kl: 1.6483092308044434 (1.8019727042743139) | > loss_feat: 6.963489532470703 (7.09862072127206) | > loss_mel: 17.904748916625977 (18.734411103384836) | > loss_duration: 2.0720295906066895 (2.140093071120126) | > loss_1: 31.247657775878906 (32.301412446158274) | > grad_norm_1: tensor(49.0963, device='cuda:0') (tensor(73.3265, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3419 (0.35815106119428364) | > loader_time: 0.003 (0.0031227213995797293)  --> TIME: 2024-06-11 06:43:09 -- STEP: 39/330 -- GLOBAL_STEP: 205850 | > loss_disc: 2.4620726108551025 (2.3266960840958824) | > loss_disc_real_0: 0.1330868899822235 (0.1129491776227951) | > loss_disc_real_1: 0.21549436450004578 (0.20038554683709758) | > loss_disc_real_2: 0.24675287306308746 (0.21100943822127122) | > loss_disc_real_3: 0.22966572642326355 (0.2248961791778222) | > loss_disc_real_4: 0.22845059633255005 (0.22534221105086497) | > loss_disc_real_5: 0.22066190838813782 (0.2166918764511744) | > loss_0: 2.4620726108551025 (2.3266960840958824) | > grad_norm_0: tensor(10.5631, device='cuda:0') (tensor(8.4219, device='cuda:0')) | > loss_gen: 2.39831805229187 (2.515111825405024) | > loss_kl: 1.8340610265731812 (1.8263819003716493) | > loss_feat: 6.799112796783447 (7.135354384397849) | > loss_mel: 18.24737548828125 (18.49054444141877) | > loss_duration: 2.0533647537231445 (2.070925630055941) | > loss_1: 31.332233428955078 (32.03831794934394) | > grad_norm_1: tensor(56.1299, device='cuda:0') (tensor(87.9268, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3531 (0.35583276015061605) | > loader_time: 0.0039 (0.0032860682560847355)  --> TIME: 2024-06-11 06:43:18 -- STEP: 64/330 -- GLOBAL_STEP: 205875 | > loss_disc: 2.3073575496673584 (2.332038726657629) | > loss_disc_real_0: 0.0910874754190445 (0.1138041999656707) | > loss_disc_real_1: 0.2031731754541397 (0.20056009059771895) | > loss_disc_real_2: 0.1868307888507843 (0.2112848204560578) | > loss_disc_real_3: 0.24659624695777893 (0.22707864735275507) | > loss_disc_real_4: 0.22575683891773224 (0.22732977429404855) | > loss_disc_real_5: 0.19281981885433197 (0.2171452990733087) | > loss_0: 2.3073575496673584 (2.332038726657629) | > grad_norm_0: tensor(6.3188, device='cuda:0') (tensor(9.0758, device='cuda:0')) | > loss_gen: 2.5178325176239014 (2.510002695024015) | > loss_kl: 1.836056113243103 (1.8256108295172453) | > loss_feat: 7.205896377563477 (7.1870306879282) | > loss_mel: 18.81324577331543 (18.468297988176346) | > loss_duration: 2.0153708457946777 (2.046618739143014) | > loss_1: 32.38840103149414 (32.03756076097487) | > grad_norm_1: tensor(83.2435, device='cuda:0') (tensor(99.5760, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3615 (0.35733840614557266) | > loader_time: 0.0044 (0.0033929720520973206)  --> TIME: 2024-06-11 06:43:28 -- STEP: 89/330 -- GLOBAL_STEP: 205900 | > loss_disc: 2.236421585083008 (2.328807187884042) | > loss_disc_real_0: 0.10283436626195908 (0.11309793641727962) | > loss_disc_real_1: 0.20397278666496277 (0.19861170666271377) | > loss_disc_real_2: 0.2382081300020218 (0.2117911215578572) | > loss_disc_real_3: 0.21847614645957947 (0.2266791777664356) | > loss_disc_real_4: 0.24149253964424133 (0.22612703666928108) | > loss_disc_real_5: 0.21820636093616486 (0.21828843988059612) | > loss_0: 2.236421585083008 (2.328807187884042) | > grad_norm_0: tensor(20.2976, device='cuda:0') (tensor(10.7310, device='cuda:0')) | > loss_gen: 2.6867527961730957 (2.5184640027164087) | > loss_kl: 1.888260006904602 (1.8512337730171975) | > loss_feat: 7.684455394744873 (7.2431775210948475) | > loss_mel: 18.235309600830078 (18.422336256905897) | > loss_duration: 2.0413005352020264 (2.037057311347362) | > loss_1: 32.53607940673828 (32.072268646754566) | > grad_norm_1: tensor(362.0213, device='cuda:0') (tensor(135.3583, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3663 (0.35965257548214336) | > loader_time: 0.0038 (0.0034768313504336926)  --> TIME: 2024-06-11 06:43:37 -- STEP: 114/330 -- GLOBAL_STEP: 205925 | > loss_disc: 2.192866802215576 (2.3245409580699183) | > loss_disc_real_0: 0.07472486793994904 (0.11141189289066875) | > loss_disc_real_1: 0.1844673901796341 (0.19716166953245795) | > loss_disc_real_2: 0.19476760923862457 (0.21223348287636773) | > loss_disc_real_3: 0.2471250295639038 (0.22736936533137372) | > loss_disc_real_4: 0.22425110638141632 (0.225859912602525) | > loss_disc_real_5: 0.19596602022647858 (0.21713565394543766) | > loss_0: 2.192866802215576 (2.3245409580699183) | > grad_norm_0: tensor(16.3256, device='cuda:0') (tensor(13.6385, device='cuda:0')) | > loss_gen: 2.8290257453918457 (2.5317045554780133) | > loss_kl: 1.941239595413208 (1.8669483013320387) | > loss_feat: 8.498598098754883 (7.315057035078082) | > loss_mel: 18.482952117919922 (18.3900210731908) | > loss_duration: 2.0401270389556885 (2.0354053200336923) | > loss_1: 33.79194259643555 (32.13913613034967) | > grad_norm_1: tensor(366.2778, device='cuda:0') (tensor(170.0464, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3643 (0.3616531961842587) | > loader_time: 0.0047 (0.0035690445648996452)  --> TIME: 2024-06-11 06:43:47 -- STEP: 139/330 -- GLOBAL_STEP: 205950 | > loss_disc: 2.367248296737671 (2.3335447551535187) | > loss_disc_real_0: 0.15520063042640686 (0.11065494695262944) | > loss_disc_real_1: 0.1650005728006363 (0.197294278003329) | > loss_disc_real_2: 0.2102138251066208 (0.21355162410856152) | > loss_disc_real_3: 0.2407415211200714 (0.22888759700514433) | > loss_disc_real_4: 0.24276238679885864 (0.22740712225865975) | > loss_disc_real_5: 0.20402903854846954 (0.21877113874438855) | > loss_0: 2.367248296737671 (2.3335447551535187) | > grad_norm_0: tensor(47.5968, device='cuda:0') (tensor(15.9986, device='cuda:0')) | > loss_gen: 2.639610767364502 (2.5358158375719477) | > loss_kl: 2.0052413940429688 (1.870356799029618) | > loss_feat: 7.040121555328369 (7.303972141348201) | > loss_mel: 17.35579490661621 (18.380287540902348) | > loss_duration: 2.1010053157806396 (2.038940198129887) | > loss_1: 31.141773223876953 (32.12937235660691) | > grad_norm_1: tensor(355.5466, device='cuda:0') (tensor(198.5094, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3696 (0.3629269188256572) | > loader_time: 0.004 (0.0036803646910962442)  --> TIME: 2024-06-11 06:43:56 -- STEP: 164/330 -- GLOBAL_STEP: 205975 | > loss_disc: 2.4393153190612793 (2.3296573787200736) | > loss_disc_real_0: 0.13354313373565674 (0.1111152581643404) | > loss_disc_real_1: 0.21488617360591888 (0.19770136039431502) | > loss_disc_real_2: 0.19933800399303436 (0.2133533473967052) | > loss_disc_real_3: 0.2267366200685501 (0.22793261561451889) | > loss_disc_real_4: 0.24307945370674133 (0.22620168528178844) | > loss_disc_real_5: 0.21063551306724548 (0.21826760016563462) | > loss_0: 2.4393153190612793 (2.3296573787200736) | > grad_norm_0: tensor(23.4349, device='cuda:0') (tensor(18.5162, device='cuda:0')) | > loss_gen: 2.3244199752807617 (2.5431722547949813) | > loss_kl: 1.9012383222579956 (1.8742263666013392) | > loss_feat: 7.106166362762451 (7.333969101673219) | > loss_mel: 17.89908790588379 (18.347797405429013) | > loss_duration: 2.1165034770965576 (2.0409484999935805) | > loss_1: 31.347414016723633 (32.14011348166118) | > grad_norm_1: tensor(291.0887, device='cuda:0') (tensor(218.6464, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.369 (0.3647330272488477) | > loader_time: 0.0042 (0.0037761039850188463)  --> TIME: 2024-06-11 06:44:06 -- STEP: 189/330 -- GLOBAL_STEP: 206000 | > loss_disc: 2.0826096534729004 (2.3296758863661022) | > loss_disc_real_0: 0.08130423724651337 (0.11111191449263108) | > loss_disc_real_1: 0.1919371336698532 (0.19766950441731346) | > loss_disc_real_2: 0.19882872700691223 (0.21316608423909184) | > loss_disc_real_3: 0.21866510808467865 (0.2279323633543398) | > loss_disc_real_4: 0.16393320262432098 (0.22526186436572404) | > loss_disc_real_5: 0.1814553290605545 (0.21808603059047113) | > loss_0: 2.0826096534729004 (2.3296758863661022) | > grad_norm_0: tensor(21.4915, device='cuda:0') (tensor(20.8358, device='cuda:0')) | > loss_gen: 3.001986026763916 (2.5439897100761453) | > loss_kl: 2.0169894695281982 (1.8808935067010304) | > loss_feat: 7.970098972320557 (7.323197581780651) | > loss_mel: 18.20827865600586 (18.317765997831167) | > loss_duration: 2.1252665519714355 (2.047227435641819) | > loss_1: 33.32261657714844 (32.113074035240864) | > grad_norm_1: tensor(529.5235, device='cuda:0') (tensor(236.6971, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3949 (0.3677133946191695) | > loader_time: 0.0053 (0.0038952158872412627) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_206000.pth  --> TIME: 2024-06-11 06:44:21 -- STEP: 214/330 -- GLOBAL_STEP: 206025 | > loss_disc: 2.3733980655670166 (2.3320294028130637) | > loss_disc_real_0: 0.0993371307849884 (0.11268484862260172) | > loss_disc_real_1: 0.22732247412204742 (0.19794569108809265) | > loss_disc_real_2: 0.23495244979858398 (0.21427277621821822) | > loss_disc_real_3: 0.26393401622772217 (0.22793789959956554) | > loss_disc_real_4: 0.237509623169899 (0.22573416387644885) | > loss_disc_real_5: 0.21293005347251892 (0.21795959471263618) | > loss_0: 2.3733980655670166 (2.3320294028130637) | > grad_norm_0: tensor(65.1630, device='cuda:0') (tensor(23.9235, device='cuda:0')) | > loss_gen: 2.31005597114563 (2.5509160991026967) | > loss_kl: 1.695144534111023 (1.8840590420170364) | > loss_feat: 6.654909133911133 (7.328758874786234) | > loss_mel: 17.99527359008789 (18.30539618697123) | > loss_duration: 2.16001033782959 (2.053533073897674) | > loss_1: 30.81539535522461 (32.12266307010828) | > grad_norm_1: tensor(274.3941, device='cuda:0') (tensor(259.2139, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.3935 (0.3713770714875692) | > loader_time: 0.0055 (0.004067760761653151)  --> TIME: 2024-06-11 06:44:32 -- STEP: 239/330 -- GLOBAL_STEP: 206050 | > loss_disc: 2.3911547660827637 (2.334247858454492) | > loss_disc_real_0: 0.07487649470567703 (0.11424020030944916) | > loss_disc_real_1: 0.2329656332731247 (0.1981171866465812) | > loss_disc_real_2: 0.2396382838487625 (0.21414381864180626) | > loss_disc_real_3: 0.2274445742368698 (0.22807605059575836) | > loss_disc_real_4: 0.20077866315841675 (0.22508822319148475) | > loss_disc_real_5: 0.19957655668258667 (0.218007259413787) | > loss_0: 2.3911547660827637 (2.334247858454492) | > grad_norm_0: tensor(10.6313, device='cuda:0') (tensor(27.0276, device='cuda:0')) | > loss_gen: 2.5300486087799072 (2.5534700130318986) | > loss_kl: 1.7841659784317017 (1.881285046433804) | > loss_feat: 7.29459285736084 (7.3242486211545295) | > loss_mel: 18.195213317871094 (18.250539747740934) | > loss_duration: 2.0908193588256836 (2.0613715688553835) | > loss_1: 31.894840240478516 (32.07091479121889) | > grad_norm_1: tensor(233.9220, device='cuda:0') (tensor(278.7640, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.4149 (0.3751742211345847) | > loader_time: 0.0054 (0.004230712746975314)  --> TIME: 2024-06-11 06:44:42 -- STEP: 264/330 -- GLOBAL_STEP: 206075 | > loss_disc: 2.258340358734131 (2.3359007212248706) | > loss_disc_real_0: 0.12812364101409912 (0.1154292991638861) | > loss_disc_real_1: 0.19429869949817657 (0.19809862937439568) | > loss_disc_real_2: 0.15467418730258942 (0.21408579837192188) | > loss_disc_real_3: 0.20462945103645325 (0.22789813137867238) | > loss_disc_real_4: 0.215952530503273 (0.22543955227416573) | > loss_disc_real_5: 0.22942209243774414 (0.21816536022180857) | > loss_0: 2.258340358734131 (2.3359007212248706) | > grad_norm_0: tensor(15.8062, device='cuda:0') (tensor(26.5119, device='cuda:0')) | > loss_gen: 2.435598611831665 (2.5476562227263586) | > loss_kl: 1.8754962682724 (1.886537750562032) | > loss_feat: 7.338987350463867 (7.318070930061919) | > loss_mel: 18.307159423828125 (18.218326431332212) | > loss_duration: 2.1721878051757812 (2.06835580504302) | > loss_1: 32.12942886352539 (32.038946982586) | > grad_norm_1: tensor(203.7476, device='cuda:0') (tensor(276.5988, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.4189 (0.3796763104019742) | > loader_time: 0.0063 (0.004377400333231148)  --> TIME: 2024-06-11 06:44:54 -- STEP: 289/330 -- GLOBAL_STEP: 206100 | > loss_disc: 2.395690441131592 (2.3368347466610686) | > loss_disc_real_0: 0.11911872029304504 (0.11598908763288626) | > loss_disc_real_1: 0.24789874255657196 (0.19829441782306226) | > loss_disc_real_2: 0.20988035202026367 (0.2141596079903903) | > loss_disc_real_3: 0.24395883083343506 (0.22793777147791383) | > loss_disc_real_4: 0.2631153464317322 (0.22644527323518246) | > loss_disc_real_5: 0.23751689493656158 (0.21851866199895992) | > loss_0: 2.395690441131592 (2.3368347466610686) | > grad_norm_0: tensor(11.5795, device='cuda:0') (tensor(25.1464, device='cuda:0')) | > loss_gen: 2.4327831268310547 (2.542022629180168) | > loss_kl: 1.7986998558044434 (1.8908007305798646) | > loss_feat: 6.873961925506592 (7.314153643215404) | > loss_mel: 16.41010284423828 (18.1638145644772) | > loss_duration: 2.21351957321167 (2.0776599097004422) | > loss_1: 29.729066848754883 (31.988451360418683) | > grad_norm_1: tensor(57.3726, device='cuda:0') (tensor(261.1124, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.4442 (0.3851585033443146) | > loader_time: 0.0064 (0.004537387702704302)  --> TIME: 2024-06-11 06:45:06 -- STEP: 314/330 -- GLOBAL_STEP: 206125 | > loss_disc: 2.4625062942504883 (2.3397201853952563) | > loss_disc_real_0: 0.1391049176454544 (0.1167166010375805) | > loss_disc_real_1: 0.2731490433216095 (0.1989298084643996) | > loss_disc_real_2: 0.23468051850795746 (0.2145617910820968) | > loss_disc_real_3: 0.20443688333034515 (0.22755117382213572) | > loss_disc_real_4: 0.2577175498008728 (0.22653397172689438) | > loss_disc_real_5: 0.2344714105129242 (0.21823576742866233) | > loss_0: 2.4625062942504883 (2.3397201853952563) | > grad_norm_0: tensor(17.4540, device='cuda:0') (tensor(24.1194, device='cuda:0')) | > loss_gen: 2.4290738105773926 (2.5341824908165416) | > loss_kl: 1.8598836660385132 (1.8941356137299994) | > loss_feat: 8.060815811157227 (7.318107585238803) | > loss_mel: 18.50641441345215 (18.127757734553825) | > loss_duration: 2.2663326263427734 (2.089812209651733) | > loss_1: 33.122520446777344 (31.963995532625006) | > grad_norm_1: tensor(162.8829, device='cuda:0') (tensor(249.2498, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.5493 (0.39408910426364563) | > loader_time: 0.0086 (0.004756036837389518)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3084280490875244 (2.3084280490875244) | > loss_disc_real_0: 0.10430274903774261 (0.10430274903774261) | > loss_disc_real_1: 0.19156967103481293 (0.19156967103481293) | > loss_disc_real_2: 0.20306804776191711 (0.20306804776191711) | > loss_disc_real_3: 0.25290828943252563 (0.25290828943252563) | > loss_disc_real_4: 0.24335752427577972 (0.24335752427577972) | > loss_disc_real_5: 0.2057018280029297 (0.2057018280029297) | > loss_0: 2.3084280490875244 (2.3084280490875244) | > loss_gen: 2.296863079071045 (2.296863079071045) | > loss_kl: 1.2949904203414917 (1.2949904203414917) | > loss_feat: 4.527931213378906 (4.527931213378906) | > loss_mel: 15.406713485717773 (15.406713485717773) | > loss_duration: 2.8407998085021973 (2.8407998085021973) | > loss_1: 26.367298126220703 (26.367298126220703)  --> STEP: 1 | > loss_disc: 2.3186612129211426 (2.3186612129211426) | > loss_disc_real_0: 0.05455676466226578 (0.05455676466226578) | > loss_disc_real_1: 0.12231794744729996 (0.12231794744729996) | > loss_disc_real_2: 0.21965345740318298 (0.21965345740318298) | > loss_disc_real_3: 0.28991466760635376 (0.28991466760635376) | > loss_disc_real_4: 0.2737783193588257 (0.2737783193588257) | > loss_disc_real_5: 0.21533019840717316 (0.21533019840717316) | > loss_0: 2.3186612129211426 (2.3186612129211426) | > loss_gen: 2.2912380695343018 (2.2912380695343018) | > loss_kl: 2.554422616958618 (2.554422616958618) | > loss_feat: 7.189485549926758 (7.189485549926758) | > loss_mel: 20.90291976928711 (20.90291976928711) | > loss_duration: 2.423099994659424 (2.423099994659424) | > loss_1: 35.36116409301758 (35.36116409301758)  --> STEP: 2 | > loss_disc: 2.214042901992798 (2.26635205745697) | > loss_disc_real_0: 0.10536914318799973 (0.07996295392513275) | > loss_disc_real_1: 0.3046756088733673 (0.21349677816033363) | > loss_disc_real_2: 0.27559536695480347 (0.24762441217899323) | > loss_disc_real_3: 0.2792356312274933 (0.2845751494169235) | > loss_disc_real_4: 0.21658210456371307 (0.24518021196126938) | > loss_disc_real_5: 0.1836271435022354 (0.19947867095470428) | > loss_0: 2.214042901992798 (2.26635205745697) | > loss_gen: 2.7775676250457764 (2.534402847290039) | > loss_kl: 3.0397019386291504 (2.7970622777938843) | > loss_feat: 6.556084632873535 (6.8727850914001465) | > loss_mel: 18.817298889160156 (19.860109329223633) | > loss_duration: 2.5091400146484375 (2.4661200046539307) | > loss_1: 33.699790954589844 (34.53047752380371)  --> STEP: 3 | > loss_disc: 2.3062944412231445 (2.2796661853790283) | > loss_disc_real_0: 0.08421778678894043 (0.08138123154640198) | > loss_disc_real_1: 0.26989373564720154 (0.2322957639892896) | > loss_disc_real_2: 0.2748349905014038 (0.25669460495313007) | > loss_disc_real_3: 0.26832762360572815 (0.2791593074798584) | > loss_disc_real_4: 0.25455939769744873 (0.2483066072066625) | > loss_disc_real_5: 0.21701793372631073 (0.2053250918785731) | > loss_0: 2.3062944412231445 (2.2796661853790283) | > loss_gen: 2.5882980823516846 (2.552367925643921) | > loss_kl: 2.789602518081665 (2.7945756912231445) | > loss_feat: 6.2345147132873535 (6.660028298695882) | > loss_mel: 17.386043548583984 (19.035420735677082) | > loss_duration: 2.2988038063049316 (2.4103479385375977) | > loss_1: 31.29726219177246 (33.4527390797933)  --> STEP: 4 | > loss_disc: 2.4270591735839844 (2.3165144324302673) | > loss_disc_real_0: 0.09599827229976654 (0.08503549173474312) | > loss_disc_real_1: 0.185740128159523 (0.22065685503184795) | > loss_disc_real_2: 0.26455584168434143 (0.2586599141359329) | > loss_disc_real_3: 0.24039900302886963 (0.2694692313671112) | > loss_disc_real_4: 0.23669414222240448 (0.245403490960598) | > loss_disc_real_5: 0.14264976978302002 (0.18965626135468483) | > loss_0: 2.4270591735839844 (2.3165144324302673) | > loss_gen: 2.260281562805176 (2.4793463349342346) | > loss_kl: 3.09822154045105 (2.870487153530121) | > loss_feat: 6.774265766143799 (6.688587665557861) | > loss_mel: 16.966646194458008 (18.518227100372314) | > loss_duration: 2.2813220024108887 (2.3780914545059204) | > loss_1: 31.3807373046875 (32.934738636016846)  --> STEP: 5 | > loss_disc: 2.449434995651245 (2.343098545074463) | > loss_disc_real_0: 0.10466456413269043 (0.08896130621433258) | > loss_disc_real_1: 0.18528598546981812 (0.21358268111944198) | > loss_disc_real_2: 0.22022610902786255 (0.25097315311431884) | > loss_disc_real_3: 0.19288235902786255 (0.25415185689926145) | > loss_disc_real_4: 0.15709847211837769 (0.22774248719215393) | > loss_disc_real_5: 0.1334233283996582 (0.1784096747636795) | > loss_0: 2.449434995651245 (2.343098545074463) | > loss_gen: 1.8958613872528076 (2.362649345397949) | > loss_kl: 2.5403807163238525 (2.8044658660888673) | > loss_feat: 6.145975589752197 (6.5800652503967285) | > loss_mel: 20.47560691833496 (18.909703063964844) | > loss_duration: 2.333385467529297 (2.369150257110596) | > loss_1: 33.391212463378906 (33.02603340148926)  --> STEP: 6 | > loss_disc: 2.242659568786621 (2.3263587156931558) | > loss_disc_real_0: 0.0802566334605217 (0.08751052742203076) | > loss_disc_real_1: 0.2058171033859253 (0.21228841816385588) | > loss_disc_real_2: 0.18321958184242249 (0.23968089123566946) | > loss_disc_real_3: 0.2585371732711792 (0.25488274296124774) | > loss_disc_real_4: 0.16507916152477264 (0.2172985995809237) | > loss_disc_real_5: 0.1607539802789688 (0.17546705901622772) | > loss_0: 2.242659568786621 (2.3263587156931558) | > loss_gen: 2.4231624603271484 (2.372734864552816) | > loss_kl: 2.7819576263427734 (2.8007144927978516) | > loss_feat: 6.947816371917725 (6.6413571039835615) | > loss_mel: 20.800762176513672 (19.22487958272298) | > loss_duration: 2.190950393676758 (2.3394502798716226) | > loss_1: 35.14464569091797 (33.37913544972738)  --> STEP: 7 | > loss_disc: 2.213998317718506 (2.3103072302682057) | > loss_disc_real_0: 0.03524405136704445 (0.08004388798560415) | > loss_disc_real_1: 0.256547749042511 (0.21861117971794947) | > loss_disc_real_2: 0.3115605115890503 (0.24994940842900956) | > loss_disc_real_3: 0.279160737991333 (0.25835102796554565) | > loss_disc_real_4: 0.24645793437957764 (0.2214642188378743) | > loss_disc_real_5: 0.1988234519958496 (0.17880368658474513) | > loss_0: 2.213998317718506 (2.3103072302682057) | > loss_gen: 2.939746141433716 (2.4537364755358015) | > loss_kl: 3.023716926574707 (2.8325719833374023) | > loss_feat: 7.858323574066162 (6.815209456852505) | > loss_mel: 18.82853889465332 (19.168259484427317) | > loss_duration: 2.5851263999938965 (2.374546868460519) | > loss_1: 35.235450744628906 (33.64432334899902)  --> STEP: 8 | > loss_disc: 2.164911985397339 (2.2921328246593475) | > loss_disc_real_0: 0.08425304293632507 (0.08057003235444427) | > loss_disc_real_1: 0.16175046563148499 (0.2115035904571414) | > loss_disc_real_2: 0.2805395722389221 (0.25377317890524864) | > loss_disc_real_3: 0.22423070669174194 (0.2540859878063202) | > loss_disc_real_4: 0.16323326528072357 (0.21418534964323044) | > loss_disc_real_5: 0.12891821563243866 (0.17256800271570683) | > loss_0: 2.164911985397339 (2.2921328246593475) | > loss_gen: 2.3977558612823486 (2.44673889875412) | > loss_kl: 2.716663360595703 (2.81808340549469) | > loss_feat: 7.9375901222229 (6.955507040023804) | > loss_mel: 20.572847366333008 (19.343832969665527) | > loss_duration: 2.1826729774475098 (2.350562632083893) | > loss_1: 35.80752944946289 (33.91472411155701)  --> STEP: 9 | > loss_disc: 2.241011142730713 (2.286452637778388) | > loss_disc_real_0: 0.13742196559906006 (0.08688691382606824) | > loss_disc_real_1: 0.24667489528656006 (0.2154115132159657) | > loss_disc_real_2: 0.2752826511859894 (0.2561631202697754) | > loss_disc_real_3: 0.235928013920784 (0.2520684351523717) | > loss_disc_real_4: 0.19270223379135132 (0.21179833677079943) | > loss_disc_real_5: 0.15905040502548218 (0.171066047416793) | > loss_0: 2.241011142730713 (2.286452637778388) | > loss_gen: 2.663792610168457 (2.4708559778001575) | > loss_kl: 2.315587043762207 (2.762250476413303) | > loss_feat: 9.368171691894531 (7.223580890231663) | > loss_mel: 19.981576919555664 (19.41469340854221) | > loss_duration: 2.1182076930999756 (2.3247454166412354) | > loss_1: 36.44733428955078 (34.196125242445206)  --> STEP: 10 | > loss_disc: 2.457597255706787 (2.303567099571228) | > loss_disc_real_0: 0.1570807695388794 (0.09390629939734936) | > loss_disc_real_1: 0.2326832264661789 (0.217138684540987) | > loss_disc_real_2: 0.2874011993408203 (0.25928692817687987) | > loss_disc_real_3: 0.21751980483531952 (0.2486135721206665) | > loss_disc_real_4: 0.19756336510181427 (0.2103748396039009) | > loss_disc_real_5: 0.16868209838867188 (0.17082765251398085) | > loss_0: 2.457597255706787 (2.303567099571228) | > loss_gen: 2.3082213401794434 (2.4545925140380858) | > loss_kl: 2.3409712314605713 (2.72012255191803) | > loss_feat: 5.264094352722168 (7.027632236480713) | > loss_mel: 17.905303955078125 (19.263754463195802) | > loss_duration: 2.284966468811035 (2.3207675218582153) | > loss_1: 30.103557586669922 (33.786868476867674)  --> STEP: 11 | > loss_disc: 2.269407033920288 (2.3004616390575063) | > loss_disc_real_0: 0.18695756793022156 (0.10236550562761047) | > loss_disc_real_1: 0.11932618170976639 (0.20824663882905786) | > loss_disc_real_2: 0.1707700490951538 (0.25123993916945025) | > loss_disc_real_3: 0.2787187993526459 (0.2513504109599374) | > loss_disc_real_4: 0.28347331285476685 (0.21702015535397964) | > loss_disc_real_5: 0.2699880301952362 (0.17984223230318588) | > loss_0: 2.269407033920288 (2.3004616390575063) | > loss_gen: 2.725611686706543 (2.479230620644309) | > loss_kl: 2.8624119758605957 (2.7330579540946265) | > loss_feat: 7.00540828704834 (7.025611877441406) | > loss_mel: 19.077922821044922 (19.246860677545722) | > loss_duration: 2.4579999446868896 (2.3332431966608222) | > loss_1: 34.129356384277344 (33.81800374117765)  --> STEP: 12 | > loss_disc: 2.37551212310791 (2.3067158460617065) | > loss_disc_real_0: 0.10838667303323746 (0.10286726957807939) | > loss_disc_real_1: 0.27071645855903625 (0.2134524571398894) | > loss_disc_real_2: 0.2867995798587799 (0.2542032425602277) | > loss_disc_real_3: 0.23624449968338013 (0.25009158502022427) | > loss_disc_real_4: 0.20053017139434814 (0.21564599002401033) | > loss_disc_real_5: 0.19070416688919067 (0.1807473935186863) | > loss_0: 2.37551212310791 (2.3067158460617065) | > loss_gen: 2.3373005390167236 (2.46740311384201) | > loss_kl: 2.1181674003601074 (2.6818170746167502) | > loss_feat: 6.429294109344482 (6.975918730099996) | > loss_mel: 17.402414321899414 (19.0931568145752) | > loss_duration: 2.2495949268341064 (2.326272507508596) | > loss_1: 30.536771774291992 (33.54456774393717)  --> STEP: 13 | > loss_disc: 2.2978265285491943 (2.306032052406898) | > loss_disc_real_0: 0.09108733385801315 (0.10196112067653583) | > loss_disc_real_1: 0.20852306485176086 (0.21307327311772567) | > loss_disc_real_2: 0.2678506374359131 (0.25525304216604966) | > loss_disc_real_3: 0.18120379745960236 (0.24479252443863794) | > loss_disc_real_4: 0.21560576558113098 (0.21564289583609655) | > loss_disc_real_5: 0.13690179586410522 (0.17737465523756468) | > loss_0: 2.2978265285491943 (2.306032052406898) | > loss_gen: 2.234675407409668 (2.4495009825779834) | > loss_kl: 2.6898396015167236 (2.6824341920705943) | > loss_feat: 5.283755302429199 (6.845752312586858) | > loss_mel: 16.0985107421875 (18.862799424391532) | > loss_duration: 2.14758563041687 (2.3125273631169248) | > loss_1: 28.45436668395996 (33.15301381624662)  --> STEP: 14 | > loss_disc: 2.553382396697998 (2.3236999341419766) | > loss_disc_real_0: 0.11188940703868866 (0.10267028398811817) | > loss_disc_real_1: 0.21442577242851257 (0.2131698802113533) | > loss_disc_real_2: 0.26340624690055847 (0.2558354139328003) | > loss_disc_real_3: 0.27420538663864136 (0.24689344316720963) | > loss_disc_real_4: 0.27198225259780884 (0.2196671356047903) | > loss_disc_real_5: 0.21847133338451385 (0.18031013224806106) | > loss_0: 2.553382396697998 (2.3236999341419766) | > loss_gen: 2.1629481315612793 (2.4290329217910758) | > loss_kl: 3.3181560039520264 (2.7278428929192677) | > loss_feat: 6.311697483062744 (6.807605539049421) | > loss_mel: 19.399362564086914 (18.901125362941205) | > loss_duration: 2.355437755584717 (2.3155923911503384) | > loss_1: 33.547603607177734 (33.18119880131313)  --> STEP: 15 | > loss_disc: 2.2230119705200195 (2.316987403233846) | > loss_disc_real_0: 0.054185811430215836 (0.09943798581759135) | > loss_disc_real_1: 0.21390044689178467 (0.2132185846567154) | > loss_disc_real_2: 0.24683938920497894 (0.2552356789509455) | > loss_disc_real_3: 0.24902421236038208 (0.24703549444675446) | > loss_disc_real_4: 0.19866642355918884 (0.21826708813508353) | > loss_disc_real_5: 0.15421831607818604 (0.17857067783673605) | > loss_0: 2.2230119705200195 (2.316987403233846) | > loss_gen: 2.2699902057647705 (2.4184300740559888) | > loss_kl: 3.1428442001342773 (2.7555096467336018) | > loss_feat: 8.22540283203125 (6.902125358581543) | > loss_mel: 19.318376541137695 (18.928942108154306) | > loss_duration: 2.3712644577026367 (2.319303862253825) | > loss_1: 35.327877044677734 (33.3243106842041)  --> STEP: 16 | > loss_disc: 2.630040407180786 (2.33655321598053) | > loss_disc_real_0: 0.10068829357624054 (0.09951613005250692) | > loss_disc_real_1: 0.19757826626300812 (0.2122410647571087) | > loss_disc_real_2: 0.4049344062805176 (0.2645918494090438) | > loss_disc_real_3: 0.3580603003501892 (0.2539745448157191) | > loss_disc_real_4: 0.3150228261947632 (0.2243143217638135) | > loss_disc_real_5: 0.2820848822593689 (0.1850403156131506) | > loss_0: 2.630040407180786 (2.33655321598053) | > loss_gen: 2.7499771118164062 (2.4391517639160147) | > loss_kl: 2.7338030338287354 (2.7541529834270477) | > loss_feat: 10.23164176940918 (7.11022013425827) | > loss_mel: 19.29892349243164 (18.952065944671638) | > loss_duration: 2.3458728790283203 (2.320964425802231) | > loss_1: 37.36021423339844 (33.57655465602875)  --> STEP: 17 | > loss_disc: 2.582606077194214 (2.351026913698982) | > loss_disc_real_0: 0.1077914759516716 (0.10000291510539897) | > loss_disc_real_1: 0.25861552357673645 (0.21496897409943974) | > loss_disc_real_2: 0.3265138566493988 (0.2682343204231823) | > loss_disc_real_3: 0.32188209891319275 (0.25796910682145285) | > loss_disc_real_4: 0.2553122043609619 (0.22613772662246928) | > loss_disc_real_5: 0.2769336402416229 (0.1904458052971784) | > loss_0: 2.582606077194214 (2.351026913698982) | > loss_gen: 2.5294876098632812 (2.4444656372070304) | > loss_kl: 2.4929440021514893 (2.7387877492343677) | > loss_feat: 6.666517734527588 (7.084119993097642) | > loss_mel: 17.653656005859375 (18.87568888944739) | > loss_duration: 2.4308977127075195 (2.327431089737836) | > loss_1: 31.773502349853516 (33.4704927556655)  --> STEP: 18 | > loss_disc: 2.3221230506896973 (2.3494211435317993) | > loss_disc_real_0: 0.11190026253461838 (0.10066387885146671) | > loss_disc_real_1: 0.17935697734355927 (0.21299052983522415) | > loss_disc_real_2: 0.23721136152744293 (0.26651082270675236) | > loss_disc_real_3: 0.28433704376220703 (0.2594339922070503) | > loss_disc_real_4: 0.26204317808151245 (0.22813247392574945) | > loss_disc_real_5: 0.19807076454162598 (0.19086941414409214) | > loss_0: 2.3221230506896973 (2.3494211435317993) | > loss_gen: 2.4746804237365723 (2.4461442364586716) | > loss_kl: 2.868933916091919 (2.746018091837565) | > loss_feat: 6.927578926086426 (7.0754232671525745) | > loss_mel: 16.607633590698242 (18.749685817294658) | > loss_duration: 2.3101513385772705 (2.326471103562249) | > loss_1: 31.18897819519043 (33.343741946750214)  --> STEP: 19 | > loss_disc: 2.3979969024658203 (2.3519777624230636) | > loss_disc_real_0: 0.1735047996044159 (0.10449761152267456) | > loss_disc_real_1: 0.19423142075538635 (0.21200320830470637) | > loss_disc_real_2: 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loss_disc_real_5: 0.1873454451560974 (0.18989521712064744) | > loss_0: 2.2622904777526855 (2.3474933981895445) | > loss_gen: 2.6972038745880127 (2.4538843989372245) | > loss_kl: 2.2703700065612793 (2.6819824099540712) | > loss_feat: 5.947508335113525 (7.041731309890747) | > loss_mel: 19.466291427612305 (18.74997358322144) | > loss_duration: 2.292694568634033 (2.323059356212616) | > loss_1: 32.674068450927734 (33.25063056945801)  --> STEP: 21 | > loss_disc: 2.5781543254852295 (2.3584772518702914) | > loss_disc_real_0: 0.12167076021432877 (0.10482859859863917) | > loss_disc_real_1: 0.20959782600402832 (0.21068110352470762) | > loss_disc_real_2: 0.33894869685173035 (0.26677929716450827) | > loss_disc_real_3: 0.3529079854488373 (0.26248702052093686) | > loss_disc_real_4: 0.3128832280635834 (0.23140108869189308) | > loss_disc_real_5: 0.26343417167663574 (0.19339707209950402) | > loss_0: 2.5781543254852295 (2.3584772518702914) | > loss_gen: 2.5181658267974854 (2.4569454193115225) | > 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2.163997173309326 (2.308961792425676) | > loss_1: 36.02226257324219 (33.11996009133079)  --> STEP: 23 | > loss_disc: 2.4515652656555176 (2.3381352269131206) | > loss_disc_real_0: 0.10481483489274979 (0.10225552061329717) | > loss_disc_real_1: 0.2286195158958435 (0.20978218705757803) | > loss_disc_real_2: 0.32143735885620117 (0.2616908948706544) | > loss_disc_real_3: 0.25786253809928894 (0.2597013912771059) | > loss_disc_real_4: 0.192714661359787 (0.22604609054067862) | > loss_disc_real_5: 0.1708017885684967 (0.1905472783938698) | > loss_0: 2.4515652656555176 (2.3381352269131206) | > loss_gen: 2.2724406719207764 (2.456630748251209) | > loss_kl: 2.6188299655914307 (2.6335769217947256) | > loss_feat: 7.148271083831787 (7.032550604447074) | > loss_mel: 17.89112663269043 (18.649965078934382) | > loss_duration: 2.3708200454711914 (2.3116512816885244) | > loss_1: 32.30148696899414 (33.08437430340311)  --> STEP: 24 | > loss_disc: 2.520437240600586 (2.3457311441500983) | > loss_disc_real_0: 0.1527920663356781 (0.10436121001839638) | > loss_disc_real_1: 0.23151353001594543 (0.21068765968084335) | > loss_disc_real_2: 0.3257030248641968 (0.26435806695371866) | > loss_disc_real_3: 0.3135678768157959 (0.2619458281745513) | > loss_disc_real_4: 0.24140699207782745 (0.22668612810472646) | > loss_disc_real_5: 0.16917966306209564 (0.18965696108837923) | > loss_0: 2.520437240600586 (2.3457311441500983) | > loss_gen: 2.4145429134368896 (2.454877088467279) | > loss_kl: 2.7981159687042236 (2.6404327154159546) | > loss_feat: 7.134868621826172 (7.036813855171204) | > loss_mel: 17.305049896240234 (18.593926946322124) | > loss_duration: 2.4513604640960693 (2.317472497622172) | > loss_1: 32.10393524169922 (33.043522675832115)  --> STEP: 25 | > loss_disc: 2.632526159286499 (2.3572029447555543) | > loss_disc_real_0: 0.11432398855686188 (0.104759721159935) | > loss_disc_real_1: 0.1784611940383911 (0.20939860105514527) | > loss_disc_real_2: 0.42729756236076355 (0.2708756467700005) | > loss_disc_real_3: 0.2461189329624176 (0.261312752366066) | > loss_disc_real_4: 0.2887150049209595 (0.22916728317737578) | > loss_disc_real_5: 0.24412097036838531 (0.19183552145957947) | > loss_0: 2.632526159286499 (2.3572029447555543) | > loss_gen: 2.4800195693969727 (2.4558827877044664) | > loss_kl: 2.576770544052124 (2.6378862285614013) | > loss_feat: 7.200217247009277 (7.043349990844726) | > loss_mel: 17.034706115722656 (18.531558113098143) | > loss_duration: 2.3822107315063477 (2.320062026977539) | > loss_1: 31.67392349243164 (32.98873870849609)  --> STEP: 26 | > loss_disc: 2.2644214630126953 (2.3536344262269826) | > loss_disc_real_0: 0.08493359386920929 (0.1039971778025994) | > loss_disc_real_1: 0.277078241109848 (0.2120016641341723) | > loss_disc_real_2: 0.1654691994190216 (0.2668215526411167) | > loss_disc_real_3: 0.23274292051792145 (0.26021391267959887) | > loss_disc_real_4: 0.18366892635822296 (0.22741734637663916) | > loss_disc_real_5: 0.23160497844219208 (0.19336511595891073) | > loss_0: 2.2644214630126953 (2.3536344262269826) | > loss_gen: 2.428717851638794 (2.4548379824711715) | > loss_kl: 2.491765022277832 (2.6322661821658793) | > loss_feat: 14.434542655944824 (7.327626631810115) | > loss_mel: 19.964311599731445 (18.58666401643019) | > loss_duration: 2.2779178619384766 (2.31844109755296) | > loss_1: 41.597251892089844 (33.31983536940355) --> EVAL PERFORMANCE | > avg_loader_time: 0.002740814135624812 (+0.00045878153580885704) | > avg_loss_disc: 2.3536344262269826 (-0.13629650611143873) | > avg_loss_disc_real_0: 0.1039971778025994 (-0.04743891094739619) | > avg_loss_disc_real_1: 0.2120016641341723 (+0.02171690647418681) | > avg_loss_disc_real_2: 0.2668215526411167 (+0.052439958430253564) | > avg_loss_disc_real_3: 0.26021391267959887 (+0.02760498111064616) | > avg_loss_disc_real_4: 0.22741734637663916 (-0.05586366298107007) | > avg_loss_disc_real_5: 0.19336511595891073 (-0.057867043866561024) | > avg_loss_0: 2.3536344262269826 (-0.13629650611143873) | > avg_loss_gen: 2.4548379824711715 (+0.10910235001490554) | > avg_loss_kl: 2.6322661821658793 (+0.10121008066030646) | > avg_loss_feat: 7.327626631810115 (-0.08568903116079518) | > avg_loss_mel: 18.58666401643019 (+0.14969891768235755) | > avg_loss_duration: 2.31844109755296 (+0.017944390957172818) | > avg_loss_1: 33.31983536940355 (+0.2922661121074839)  > EPOCH: 358/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:45:35)   --> TIME: 2024-06-11 06:45:40 -- STEP: 9/330 -- GLOBAL_STEP: 206150 | > loss_disc: 2.3369994163513184 (2.2972074614630804) | > loss_disc_real_0: 0.07051899284124374 (0.09847095691495472) | > loss_disc_real_1: 0.21142804622650146 (0.18384732637140486) | > loss_disc_real_2: 0.21995529532432556 (0.207086486948861) | > loss_disc_real_3: 0.2682807445526123 (0.2325039870209164) | > loss_disc_real_4: 0.2529263496398926 (0.23093861672613356) | > loss_disc_real_5: 0.22862854599952698 (0.22348597149054208) | > loss_0: 2.3369994163513184 (2.2972074614630804) | > grad_norm_0: tensor(7.7086, device='cuda:0') (tensor(10.2108, device='cuda:0')) | > loss_gen: 2.577333688735962 (2.514494021733602) | > loss_kl: 2.1535415649414062 (1.911158627933926) | > loss_feat: 6.892539978027344 (6.823980331420898) | > loss_mel: 18.7613582611084 (18.823833253648544) | > loss_duration: 2.1157820224761963 (2.189595275455051) | > loss_1: 32.50055694580078 (32.263062371148) | > grad_norm_1: tensor(78.3997, device='cuda:0') (tensor(105.4501, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.3617 (0.3951402505238851) | > loader_time: 0.0034 (0.0033230516645643446)  --> TIME: 2024-06-11 06:45:49 -- STEP: 34/330 -- GLOBAL_STEP: 206175 | > loss_disc: 2.286080837249756 (2.3094913188148953) | > loss_disc_real_0: 0.12980565428733826 (0.10655249348458122) | > loss_disc_real_1: 0.2144802063703537 (0.19673865113188238) | > loss_disc_real_2: 0.22366763651371002 (0.21515179337824092) | > loss_disc_real_3: 0.22415299713611603 (0.22579016536474228) | > loss_disc_real_4: 0.22403226792812347 (0.22313519742558985) | > loss_disc_real_5: 0.19842980802059174 (0.21429482672144384) | > loss_0: 2.286080837249756 (2.3094913188148953) | > grad_norm_0: tensor(5.5039, device='cuda:0') (tensor(12.9536, device='cuda:0')) | > loss_gen: 2.534764289855957 (2.516902488820693) | > loss_kl: 1.8552380800247192 (1.8641692399978638) | > loss_feat: 7.770327091217041 (7.0883238315582275) | > loss_mel: 18.641756057739258 (18.404388259438907) | > loss_duration: 2.0325803756713867 (2.0771090773975147) | > loss_1: 32.83466720581055 (31.95089317770565) | > grad_norm_1: tensor(89.2739, device='cuda:0') (tensor(157.1528, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.341 (0.3678245193818036) | > loader_time: 0.0031 (0.0033756284152760226)  --> TIME: 2024-06-11 06:45:58 -- STEP: 59/330 -- GLOBAL_STEP: 206200 | > loss_disc: 2.318423271179199 (2.326332787335929) | > loss_disc_real_0: 0.06857632100582123 (0.10776561587038687) | > loss_disc_real_1: 0.17910604178905487 (0.19656759045891842) | > loss_disc_real_2: 0.21585430204868317 (0.21493335926936843) | > loss_disc_real_3: 0.21768559515476227 (0.22768381237983704) | > loss_disc_real_4: 0.21520094573497772 (0.22566909153582687) | > loss_disc_real_5: 0.19476304948329926 (0.21763963770058195) | > loss_0: 2.318423271179199 (2.326332787335929) | > grad_norm_0: tensor(23.6717, device='cuda:0') (tensor(11.9695, device='cuda:0')) | > loss_gen: 2.4531612396240234 (2.5088822195085427) | > loss_kl: 2.053842782974243 (1.8688247021982225) | > loss_feat: 7.516567230224609 (7.159634654804812) | > loss_mel: 17.650238037109375 (18.296811798871573) | > loss_duration: 1.9941424131393433 (2.0468074790501998) | > loss_1: 31.667951583862305 (31.880961175692285) | > grad_norm_1: tensor(277.0156, device='cuda:0') (tensor(146.6249, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.3583 (0.3648964348485914) | > loader_time: 0.0041 (0.0034289925785387977)  --> TIME: 2024-06-11 06:46:07 -- STEP: 84/330 -- GLOBAL_STEP: 206225 | > loss_disc: 2.295880079269409 (2.322241564591726) | > loss_disc_real_0: 0.1301843523979187 (0.10996596089431218) | > loss_disc_real_1: 0.19350109994411469 (0.19588622947533926) | > loss_disc_real_2: 0.21189451217651367 (0.2136571001084078) | > loss_disc_real_3: 0.21807725727558136 (0.22707669490150043) | > loss_disc_real_4: 0.21654362976551056 (0.2261673685695444) | > loss_disc_real_5: 0.19783616065979004 (0.21705957111858187) | > loss_0: 2.295880079269409 (2.322241564591726) | > grad_norm_0: tensor(9.8798, device='cuda:0') (tensor(12.5635, device='cuda:0')) | > loss_gen: 2.586029529571533 (2.513726336615426) | > loss_kl: 1.7342476844787598 (1.8718529485520863) | > loss_feat: 7.242993354797363 (7.225150551114764) | > loss_mel: 17.25597381591797 (18.27308014460972) | > loss_duration: 2.098522901535034 (2.0361634280000405) | > loss_1: 30.917766571044922 (31.919973555065337) | > grad_norm_1: tensor(61.7128, device='cuda:0') (tensor(156.8977, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.3548 (0.3648871325311207) | > loader_time: 0.0047 (0.0035177327337719147)  --> TIME: 2024-06-11 06:46:17 -- STEP: 109/330 -- GLOBAL_STEP: 206250 | > loss_disc: 2.349466562271118 (2.327021819735885) | > loss_disc_real_0: 0.07758279889822006 (0.11074319837290213) | > loss_disc_real_1: 0.17907536029815674 (0.19662912832487614) | > loss_disc_real_2: 0.22302263975143433 (0.2142613126870689) | > loss_disc_real_3: 0.22792552411556244 (0.22663597817267847) | > loss_disc_real_4: 0.22502721846103668 (0.22667298951280226) | > loss_disc_real_5: 0.19914327561855316 (0.21755745008997962) | > loss_0: 2.349466562271118 (2.327021819735885) | > grad_norm_0: tensor(37.0885, device='cuda:0') (tensor(14.8188, device='cuda:0')) | > loss_gen: 2.501997947692871 (2.5140169432403856) | > loss_kl: 1.9953174591064453 (1.8710103045909776) | > loss_feat: 6.887850284576416 (7.231748226585738) | > loss_mel: 18.219194412231445 (18.24181911923471) | > loss_duration: 1.979772686958313 (2.035219102824501) | > loss_1: 31.584131240844727 (31.893813684446002) | > grad_norm_1: tensor(378.0304, device='cuda:0') (tensor(184.9040, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.3912 (0.3674693610690056) | > loader_time: 0.0043 (0.0036744568326057643)  --> TIME: 2024-06-11 06:46:27 -- STEP: 134/330 -- GLOBAL_STEP: 206275 | > loss_disc: 2.3364200592041016 (2.3311369650399505) | > loss_disc_real_0: 0.06770842522382736 (0.11203092803705984) | > loss_disc_real_1: 0.1890154927968979 (0.19760440434537715) | > loss_disc_real_2: 0.2136240154504776 (0.21491865413402444) | > loss_disc_real_3: 0.20552921295166016 (0.2275796670522263) | > loss_disc_real_4: 0.19108405709266663 (0.2266637553919607) | > loss_disc_real_5: 0.2380778193473816 (0.21758118916803332) | > loss_0: 2.3364200592041016 (2.3311369650399505) | > grad_norm_0: tensor(36.3652, device='cuda:0') (tensor(17.8844, device='cuda:0')) | > loss_gen: 2.4501702785491943 (2.5193141218441646) | > loss_kl: 1.8527365922927856 (1.8711761912303184) | > loss_feat: 7.775447368621826 (7.2267444098173685) | > loss_mel: 18.344057083129883 (18.276600823473583) | > loss_duration: 2.073584794998169 (2.037066364466255) | > loss_1: 32.495994567871094 (31.930901897487356) | > grad_norm_1: tensor(463.7372, device='cuda:0') (tensor(207.9335, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.4087 (0.37033639203256635) | > loader_time: 0.0051 (0.0038337867651412737)  --> TIME: 2024-06-11 06:46:36 -- STEP: 159/330 -- GLOBAL_STEP: 206300 | > loss_disc: 2.2494430541992188 (2.328851300965315) | > loss_disc_real_0: 0.09490299224853516 (0.11398833399673677) | > loss_disc_real_1: 0.20349222421646118 (0.1971322388956382) | > loss_disc_real_2: 0.18852530419826508 (0.21455734284044062) | > loss_disc_real_3: 0.21576963365077972 (0.2272229660419548) | > loss_disc_real_4: 0.2032080590724945 (0.22465778699835892) | > loss_disc_real_5: 0.1880057156085968 (0.21670488122874085) | > loss_0: 2.2494430541992188 (2.328851300965315) | > grad_norm_0: tensor(11.5469, device='cuda:0') (tensor(21.2618, device='cuda:0')) | > loss_gen: 2.8219757080078125 (2.527473565167601) | > loss_kl: 1.9069647789001465 (1.8715907845107265) | > loss_feat: 7.428635120391846 (7.267717352453268) | > loss_mel: 18.177270889282227 (18.270468657871465) | > loss_duration: 2.026477336883545 (2.038915147571444) | > loss_1: 32.361324310302734 (31.976165447594983) | > grad_norm_1: tensor(499.7531, device='cuda:0') (tensor(232.6653, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.377 (0.372569316588108) | > loader_time: 0.0075 (0.003949384269474438)  --> TIME: 2024-06-11 06:46:46 -- STEP: 184/330 -- GLOBAL_STEP: 206325 | > loss_disc: 2.4474658966064453 (2.325892895460129) | > loss_disc_real_0: 0.11258618533611298 (0.11319123159932054) | > loss_disc_real_1: 0.1914813220500946 (0.19748863901781) | > loss_disc_real_2: 0.23566845059394836 (0.21430653455140797) | > loss_disc_real_3: 0.31208348274230957 (0.22689541283509004) | > loss_disc_real_4: 0.26824238896369934 (0.22448461948205595) | > loss_disc_real_5: 0.22082026302814484 (0.2176074684476075) | > loss_0: 2.4474658966064453 (2.325892895460129) | > grad_norm_0: tensor(38.6094, device='cuda:0') (tensor(22.1047, device='cuda:0')) | > loss_gen: 2.437347650527954 (2.5368300469025327) | > loss_kl: 1.8435943126678467 (1.8713593398747237) | > loss_feat: 6.469038009643555 (7.278413764808489) | > loss_mel: 17.736133575439453 (18.236423585725873) | > loss_duration: 2.074331045150757 (2.0443522573813144) | > loss_1: 30.56044578552246 (31.967378927313764) | > grad_norm_1: tensor(570.9877, device='cuda:0') (tensor(247.9006, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.3878 (0.3750456403131071) | > loader_time: 0.0049 (0.004067133302273959)  --> TIME: 2024-06-11 06:46:57 -- STEP: 209/330 -- GLOBAL_STEP: 206350 | > loss_disc: 2.3271324634552 (2.3244630628795733) | > loss_disc_real_0: 0.06898737698793411 (0.11297061625850258) | > loss_disc_real_1: 0.19858188927173615 (0.1972610422869048) | > loss_disc_real_2: 0.2646595239639282 (0.21399909172331888) | > loss_disc_real_3: 0.2347087264060974 (0.2265722840026235) | > loss_disc_real_4: 0.23506855964660645 (0.2245062519060938) | > loss_disc_real_5: 0.20145006477832794 (0.21790343744047522) | > loss_0: 2.3271324634552 (2.3244630628795733) | > grad_norm_0: tensor(41.5203, device='cuda:0') (tensor(24.2675, device='cuda:0')) | > loss_gen: 2.5658206939697266 (2.5406896885502293) | > loss_kl: 1.869014859199524 (1.8714388483449031) | > loss_feat: 7.1903228759765625 (7.292262440092826) | > loss_mel: 17.870513916015625 (18.21677775588332) | > loss_duration: 2.120835781097412 (2.0515449794285607) | > loss_1: 31.61650848388672 (31.972713689484664) | > grad_norm_1: tensor(480.6531, device='cuda:0') (tensor(268.7176, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.4047 (0.3771756197276869) | > loader_time: 0.005 (0.0041968788256485515)  --> TIME: 2024-06-11 06:47:07 -- STEP: 234/330 -- GLOBAL_STEP: 206375 | > loss_disc: 2.351264476776123 (2.3274173981104163) | > loss_disc_real_0: 0.08128286898136139 (0.11458359712846258) | > loss_disc_real_1: 0.18288859724998474 (0.1974728152028516) | > loss_disc_real_2: 0.23231874406337738 (0.2132310974292266) | > loss_disc_real_3: 0.2676118016242981 (0.22683551461778134) | > loss_disc_real_4: 0.22355647385120392 (0.22420997739347637) | > loss_disc_real_5: 0.19848094880580902 (0.2175053398196514) | > loss_0: 2.351264476776123 (2.3274173981104163) | > grad_norm_0: tensor(36.4134, device='cuda:0') (tensor(27.3574, device='cuda:0')) | > loss_gen: 2.6462490558624268 (2.540780576885257) | > loss_kl: 1.8488715887069702 (1.8724185386274614) | > loss_feat: 6.903379440307617 (7.2846404364985275) | > loss_mel: 17.698593139648438 (18.193116122840824) | > loss_duration: 2.132086753845215 (2.0590932007528786) | > loss_1: 31.22917938232422 (31.950048862359463) | > grad_norm_1: tensor(541.9533, device='cuda:0') (tensor(284.2159, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.4085 (0.38045236697563767) | > loader_time: 0.0054 (0.004328454661573104)  --> TIME: 2024-06-11 06:47:18 -- STEP: 259/330 -- GLOBAL_STEP: 206400 | > loss_disc: 2.379345655441284 (2.328982560330838) | > loss_disc_real_0: 0.11488189548254013 (0.11566693850695857) | > loss_disc_real_1: 0.18490436673164368 (0.19764513444716406) | > loss_disc_real_2: 0.22079232335090637 (0.21332870976114826) | > loss_disc_real_3: 0.2708982229232788 (0.22704273502568942) | > loss_disc_real_4: 0.25144854187965393 (0.22444978586495154) | > loss_disc_real_5: 0.23742543160915375 (0.21782971556122238) | > loss_0: 2.379345655441284 (2.328982560330838) | > grad_norm_0: tensor(16.0410, device='cuda:0') (tensor(27.9221, device='cuda:0')) | > loss_gen: 2.5056111812591553 (2.5392674203084713) | > loss_kl: 1.8677160739898682 (1.8756506594911966) | > loss_feat: 7.368356227874756 (7.28909682122897) | > loss_mel: 18.31366539001465 (18.159366924330083) | > loss_duration: 2.1568524837493896 (2.0663800952977662) | > loss_1: 32.21220016479492 (31.92976192341808) | > grad_norm_1: tensor(179.0679, device='cuda:0') (tensor(290.9154, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.4219 (0.3845958212627868) | > loader_time: 0.0062 (0.0044852315689145866)  --> TIME: 2024-06-11 06:47:29 -- STEP: 284/330 -- GLOBAL_STEP: 206425 | > loss_disc: 2.490299701690674 (2.3317640919080933) | > loss_disc_real_0: 0.12984059751033783 (0.1162286598602651) | > loss_disc_real_1: 0.24838963150978088 (0.19845865614397426) | > loss_disc_real_2: 0.2315066158771515 (0.21342382254734849) | > loss_disc_real_3: 0.1970929503440857 (0.2269697670470661) | > loss_disc_real_4: 0.21951647102832794 (0.22510489884396673) | > loss_disc_real_5: 0.1866307407617569 (0.21785127465993584) | > loss_0: 2.490299701690674 (2.3317640919080933) | > grad_norm_0: tensor(43.2633, device='cuda:0') (tensor(27.3442, device='cuda:0')) | > loss_gen: 2.3828232288360596 (2.5353284461397525) | > loss_kl: 1.79144287109375 (1.8790508114116293) | > loss_feat: 6.625422954559326 (7.2955450826967265) | > loss_mel: 17.42837905883789 (18.120806855215164) | > loss_duration: 2.175506591796875 (2.0752033192506993) | > loss_1: 30.403575897216797 (31.90593451513371) | > grad_norm_1: tensor(319.8065, device='cuda:0') (tensor(287.9880, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.4515 (0.39020038406613855) | > loader_time: 0.0074 (0.004660021251356102)  --> TIME: 2024-06-11 06:47:42 -- STEP: 309/330 -- GLOBAL_STEP: 206450 | > loss_disc: 2.319301128387451 (2.335243887885876) | > loss_disc_real_0: 0.13600534200668335 (0.1173684616546029) | > loss_disc_real_1: 0.19193558394908905 (0.19891250268541114) | > loss_disc_real_2: 0.21044443547725677 (0.2136289298920184) | > loss_disc_real_3: 0.24963943660259247 (0.22714992552320548) | > loss_disc_real_4: 0.20608368515968323 (0.2254206863228943) | > loss_disc_real_5: 0.19050060212612152 (0.21826285803780973) | > loss_0: 2.319301128387451 (2.335243887885876) | > grad_norm_0: tensor(7.2336, device='cuda:0') (tensor(28.4129, device='cuda:0')) | > loss_gen: 2.6308529376983643 (2.5342770834185164) | > loss_kl: 1.876625418663025 (1.8805815128060992) | > loss_feat: 7.637728214263916 (7.313459666415712) | > loss_mel: 17.249439239501953 (18.090245996864105) | > loss_duration: 2.2432191371917725 (2.0862048069636034) | > loss_1: 31.637866973876953 (31.904769051807985) | > grad_norm_1: tensor(632.8317, device='cuda:0') (tensor(299.1425, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.5213 (0.3974163146466499) | > loader_time: 0.0069 (0.004849979406807417)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.559298515319824 (2.559298515319824) | > loss_disc_real_0: 0.15564192831516266 (0.15564192831516266) | > loss_disc_real_1: 0.22898364067077637 (0.22898364067077637) | > loss_disc_real_2: 0.2700955867767334 (0.2700955867767334) | > loss_disc_real_3: 0.2575058937072754 (0.2575058937072754) | > loss_disc_real_4: 0.30362144112586975 (0.30362144112586975) | > loss_disc_real_5: 0.3368299901485443 (0.3368299901485443) | > loss_0: 2.559298515319824 (2.559298515319824) | > loss_gen: 2.5459628105163574 (2.5459628105163574) | > loss_kl: 2.836168050765991 (2.836168050765991) | > loss_feat: 5.159642696380615 (5.159642696380615) | > loss_mel: 15.920730590820312 (15.920730590820312) | > loss_duration: 2.9182510375976562 (2.9182510375976562) | > loss_1: 29.380756378173828 (29.380756378173828)  --> STEP: 1 | > loss_disc: 2.2521657943725586 (2.2521657943725586) | > loss_disc_real_0: 0.1302822232246399 (0.1302822232246399) | > loss_disc_real_1: 0.2115144431591034 (0.2115144431591034) | > loss_disc_real_2: 0.21576166152954102 (0.21576166152954102) | > loss_disc_real_3: 0.22508466243743896 (0.22508466243743896) | > loss_disc_real_4: 0.19840070605278015 (0.19840070605278015) | > loss_disc_real_5: 0.20510655641555786 (0.20510655641555786) | > loss_0: 2.2521657943725586 (2.2521657943725586) | > loss_gen: 2.381897211074829 (2.381897211074829) | > loss_kl: 2.805572509765625 (2.805572509765625) | > loss_feat: 5.336108207702637 (5.336108207702637) | > loss_mel: 17.563875198364258 (17.563875198364258) | > loss_duration: 2.420538902282715 (2.420538902282715) | > loss_1: 30.507991790771484 (30.507991790771484)  --> STEP: 2 | > loss_disc: 2.393463373184204 (2.3228145837783813) | > loss_disc_real_0: 0.0794333815574646 (0.10485780239105225) | > loss_disc_real_1: 0.20229385793209076 (0.20690415054559708) | > loss_disc_real_2: 0.2600743770599365 (0.23791801929473877) | > loss_disc_real_3: 0.30278781056404114 (0.26393623650074005) | > loss_disc_real_4: 0.293402761220932 (0.24590173363685608) | > loss_disc_real_5: 0.20918826758861542 (0.20714741200208664) | > loss_0: 2.393463373184204 (2.3228145837783813) | > loss_gen: 2.5990753173828125 (2.490486264228821) | > loss_kl: 2.4638442993164062 (2.6347084045410156) | > loss_feat: 6.63375997543335 (5.984934091567993) | > loss_mel: 19.47028350830078 (18.51707935333252) | > loss_duration: 2.4829158782958984 (2.4517273902893066) | > loss_1: 33.649879455566406 (32.078935623168945)  --> STEP: 3 | > loss_disc: 2.2784743309020996 (2.3080344994862876) | > loss_disc_real_0: 0.17445994913578033 (0.12805851797262827) | > loss_disc_real_1: 0.1821405440568924 (0.19864961504936218) | > loss_disc_real_2: 0.22536233067512512 (0.23373278975486755) | > loss_disc_real_3: 0.2463090866804123 (0.2580605198939641) | > loss_disc_real_4: 0.29744547605514526 (0.26308298110961914) | > loss_disc_real_5: 0.22600093483924866 (0.21343191961447397) | > loss_0: 2.2784743309020996 (2.3080344994862876) | > loss_gen: 2.6954190731048584 (2.5587972005208335) | > loss_kl: 3.316937208175659 (2.8621180057525635) | > loss_feat: 5.986196994781494 (5.985355059305827) | > loss_mel: 18.889190673828125 (18.641116460164387) | > loss_duration: 2.2595438957214355 (2.3876662254333496) | > loss_1: 33.14728927612305 (32.43505350748698)  --> STEP: 4 | > loss_disc: 2.527696371078491 (2.3629499673843384) | > loss_disc_real_0: 0.3491130471229553 (0.18332215026021004) | > loss_disc_real_1: 0.25517040491104126 (0.21277981251478195) | > loss_disc_real_2: 0.25958767533302307 (0.24019651114940643) | > loss_disc_real_3: 0.19254787266254425 (0.24168235808610916) | > loss_disc_real_4: 0.20974694192409515 (0.24974897131323814) | > loss_disc_real_5: 0.16883359849452972 (0.20228233933448792) | > loss_0: 2.527696371078491 (2.3629499673843384) | > loss_gen: 2.629483222961426 (2.5764687061309814) | > loss_kl: 3.1231284141540527 (2.927370607852936) | > loss_feat: 4.958056926727295 (5.728530526161194) | > loss_mel: 18.066566467285156 (18.49747896194458) | > loss_duration: 2.3041439056396484 (2.3667856454849243) | > loss_1: 31.081377029418945 (32.09663438796997)  --> STEP: 5 | > loss_disc: 2.5892422199249268 (2.408208417892456) | > loss_disc_real_0: 0.2701475918292999 (0.200687238574028) | > loss_disc_real_1: 0.2461644858121872 (0.219456747174263) | > loss_disc_real_2: 0.28072747588157654 (0.24830270409584046) | > loss_disc_real_3: 0.23858000338077545 (0.24106188714504242) | > loss_disc_real_4: 0.24504950642585754 (0.24880907833576202) | > loss_disc_real_5: 0.24772122502326965 (0.21137011647224427) | > loss_0: 2.5892422199249268 (2.408208417892456) | > loss_gen: 2.2941904067993164 (2.5200130462646486) | > loss_kl: 2.872187614440918 (2.9163340091705323) | > loss_feat: 3.8415393829345703 (5.3511322975158695) | > loss_mel: 17.226144790649414 (18.243212127685545) | > loss_duration: 2.3574492931365967 (2.3649183750152587) | > loss_1: 28.591510772705078 (31.395609664916993)  --> STEP: 6 | > loss_disc: 2.2265944480895996 (2.3779394229253135) | > loss_disc_real_0: 0.09285549074411392 (0.18271528060237566) | > loss_disc_real_1: 0.22822289168834686 (0.22091777125994363) | > loss_disc_real_2: 0.1404399424791336 (0.23032557715972266) | > loss_disc_real_3: 0.250466525554657 (0.24262932687997818) | > loss_disc_real_4: 0.23634880781173706 (0.24673236658175787) | > loss_disc_real_5: 0.22802653908729553 (0.21414618690808615) | > loss_0: 2.2265944480895996 (2.3779394229253135) | > loss_gen: 2.581249237060547 (2.530219078063965) | > loss_kl: 2.6714377403259277 (2.875517964363098) | > loss_feat: 6.722130298614502 (5.579631964365642) | > loss_mel: 20.429590225219727 (18.607608477274578) | > loss_duration: 2.1893982887268066 (2.3356650273005166) | > loss_1: 34.593807220458984 (31.928642590840656)  --> STEP: 7 | > loss_disc: 2.3090498447418213 (2.368098054613386) | > loss_disc_real_0: 0.1383953094482422 (0.17638385615178517) | > loss_disc_real_1: 0.21500460803508759 (0.22007303365639277) | > loss_disc_real_2: 0.18166358768939972 (0.22337386437824794) | > loss_disc_real_3: 0.2267484813928604 (0.2403606346675328) | > loss_disc_real_4: 0.26982367038726807 (0.2500311242682593) | > loss_disc_real_5: 0.2199568897485733 (0.21497628731387003) | > loss_0: 2.3090498447418213 (2.368098054613386) | > loss_gen: 2.415342092514038 (2.513808080128261) | > loss_kl: 3.6587014198303223 (2.98740131514413) | > loss_feat: 6.5871477127075195 (5.7235627855573386) | > loss_mel: 18.697507858276367 (18.62045124598912) | > loss_duration: 2.4714255332946777 (2.3550593852996826) | > loss_1: 33.83012390136719 (32.200282778058735)  --> STEP: 8 | > loss_disc: 2.273625373840332 (2.356288969516754) | > loss_disc_real_0: 0.2142924666404724 (0.18112243246287107) | > loss_disc_real_1: 0.18979883193969727 (0.21628875844180584) | > loss_disc_real_2: 0.2887308597564697 (0.23154348880052567) | > loss_disc_real_3: 0.1727847456932068 (0.23191364854574203) | > loss_disc_real_4: 0.17273235321044922 (0.24036877788603303) | > loss_disc_real_5: 0.19227547943592072 (0.21213868632912636) | > loss_0: 2.273625373840332 (2.356288969516754) | > loss_gen: 2.563394069671631 (2.5200063288211823) | > loss_kl: 2.968059539794922 (2.984983593225479) | > loss_feat: 8.564457893371582 (6.078674674034119) | > loss_mel: 16.60909080505371 (18.369031190872192) | > loss_duration: 2.2377631664276123 (2.340397357940674) | > loss_1: 32.94276809692383 (32.29309344291687)  --> STEP: 9 | > loss_disc: 2.252166271209717 (2.3447197808159723) | > loss_disc_real_0: 0.3304051160812378 (0.19770939730935627) | > loss_disc_real_1: 0.1433102786540985 (0.2081800384653939) | > loss_disc_real_2: 0.16286823153495789 (0.223912904659907) | > loss_disc_real_3: 0.24359655380249023 (0.23321174912982517) | > loss_disc_real_4: 0.23538772761821747 (0.23981532785627577) | > loss_disc_real_5: 0.1519196778535843 (0.20544768538739946) | > loss_0: 2.252166271209717 (2.3447197808159723) | > loss_gen: 2.92026424407959 (2.564479430516561) | > loss_kl: 2.535419464111328 (2.935032023323907) | > loss_feat: 14.380974769592285 (7.00115246242947) | > loss_mel: 19.440336227416992 (18.488065083821613) | > loss_duration: 2.148451805114746 (2.3190700742933483) | > loss_1: 41.425445556640625 (33.30779923333062)  --> STEP: 10 | > loss_disc: 2.2045676708221436 (2.3307045698165894) | > loss_disc_real_0: 0.12147591263055801 (0.19008604884147645) | > loss_disc_real_1: 0.22688362002372742 (0.21005039662122726) | > loss_disc_real_2: 0.15706750750541687 (0.21722836494445802) | > loss_disc_real_3: 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2.1814181804656982 (2.317133079875599) | > loss_gen: 2.8531148433685303 (2.604183413765647) | > loss_kl: 2.8396897315979004 (2.925691084428267) | > loss_feat: 7.371474742889404 (7.020454059947621) | > loss_mel: 18.865537643432617 (18.659754493019797) | > loss_duration: 2.462830066680908 (2.334511648524891) | > loss_1: 34.39264678955078 (33.54459502480247)  --> STEP: 12 | > loss_disc: 2.3867106437683105 (2.3229312101999917) | > loss_disc_real_0: 0.12289110571146011 (0.1787308311710755) | > loss_disc_real_1: 0.21311978995800018 (0.20782487839460373) | > loss_disc_real_2: 0.2908684015274048 (0.21912997215986252) | > loss_disc_real_3: 0.29056087136268616 (0.23754784340659776) | > loss_disc_real_4: 0.2144298404455185 (0.23963290577133498) | > loss_disc_real_5: 0.20169302821159363 (0.21138674393296242) | > loss_0: 2.3867106437683105 (2.3229312101999917) | > loss_gen: 2.6087918281555176 (2.6045674482981362) | > loss_kl: 2.599041700363159 (2.8984703024228415) | > loss_feat: 6.1718854904174805 (6.949740012486775) | > loss_mel: 18.394996643066406 (18.637691338857014) | > loss_duration: 2.277832508087158 (2.329788386821747) | > loss_1: 32.052547454833984 (33.42025772730509)  --> STEP: 13 | > loss_disc: 2.2919187545776367 (2.32054563669058) | > loss_disc_real_0: 0.17533421516418457 (0.17846955301669928) | > loss_disc_real_1: 0.16658911108970642 (0.204652896294227) | > loss_disc_real_2: 0.2154722809791565 (0.2188486112998082) | > loss_disc_real_3: 0.2245122343301773 (0.2365451042468731) | > loss_disc_real_4: 0.2465127557516098 (0.24016212500058687) | > loss_disc_real_5: 0.23427744209766388 (0.21314756686870867) | > loss_0: 2.2919187545776367 (2.32054563669058) | > loss_gen: 2.757246494293213 (2.6163119902977576) | > loss_kl: 2.9919238090515137 (2.90565903370197) | > loss_feat: 7.147849082946777 (6.96497917175293) | > loss_mel: 17.889877319335938 (18.58016718350924) | > loss_duration: 2.2124509811401367 (2.320762432538546) | > loss_1: 32.99934768676758 (33.387880031879135)  --> STEP: 14 | > loss_disc: 2.653376340866089 (2.344319258417402) | > loss_disc_real_0: 0.25023776292800903 (0.18359585372464998) | > loss_disc_real_1: 0.19763517379760742 (0.20415163040161133) | > loss_disc_real_2: 0.24843774735927582 (0.22096212101834162) | > loss_disc_real_3: 0.2822837829589844 (0.23981215272630965) | > loss_disc_real_4: 0.3230848014354706 (0.2460851733173643) | > loss_disc_real_5: 0.2874101996421814 (0.21845204063824245) | > loss_0: 2.653376340866089 (2.344319258417402) | > loss_gen: 2.5118746757507324 (2.6088521821158275) | > loss_kl: 3.4670746326446533 (2.9457601479121616) | > loss_feat: 5.292513370513916 (6.8455173288072855) | > loss_mel: 19.892763137817383 (18.673924037388392) | > loss_duration: 2.3869943618774414 (2.3254932846341814) | > loss_1: 33.55121994018555 (33.399547168186736)  --> STEP: 15 | > loss_disc: 2.2304880619049072 (2.3367305119832356) | > loss_disc_real_0: 0.17113447189331055 (0.18276509493589402) | > loss_disc_real_1: 0.17598824203014374 (0.20227407117684681) | > loss_disc_real_2: 0.19708675146102905 (0.21937042971452078) | > loss_disc_real_3: 0.1934266835451126 (0.23671978811422983) | > loss_disc_real_4: 0.1813417375087738 (0.24176894426345824) | > loss_disc_real_5: 0.2026023417711258 (0.21739539404710134) | > loss_0: 2.2304880619049072 (2.3367305119832356) | > loss_gen: 2.3760643005371094 (2.5933329900105795) | > loss_kl: 3.2032365798950195 (2.9629252433776854) | > loss_feat: 8.607388496398926 (6.962975406646729) | > loss_mel: 18.325469970703125 (18.650693766276042) | > loss_duration: 2.2748990058898926 (2.3221203327178954) | > loss_1: 34.78705978393555 (33.492048009236655)  --> STEP: 16 | > loss_disc: 2.609915018081665 (2.3538045436143875) | > loss_disc_real_0: 0.20781542360782623 (0.18433074047788978) | > loss_disc_real_1: 0.2215227335691452 (0.20347711257636547) | > loss_disc_real_2: 0.2615439295768738 (0.22200627345591784) | > loss_disc_real_3: 0.26000940799713135 (0.23817538935691118) | > loss_disc_real_4: 0.28807398676872253 (0.24466300942003727) | > loss_disc_real_5: 0.3040978014469147 (0.22281429450958967) | > loss_0: 2.609915018081665 (2.3538045436143875) | > loss_gen: 2.694540023803711 (2.59965842962265) | > loss_kl: 2.6106271743774414 (2.9409066140651703) | > loss_feat: 7.085073471069336 (6.9706065356731415) | > loss_mel: 17.032501220703125 (18.549556732177734) | > loss_duration: 2.318446636199951 (2.321890726685524) | > loss_1: 31.74118995666504 (33.38261938095093)  --> STEP: 17 | > loss_disc: 2.5170340538024902 (2.3634062795078052) | > loss_disc_real_0: 0.1750500500202179 (0.18378481750979142) | > loss_disc_real_1: 0.25147587060928345 (0.206300568931243) | > loss_disc_real_2: 0.22792091965675354 (0.22235419382067287) | > loss_disc_real_3: 0.35156846046447754 (0.24484557001029744) | > loss_disc_real_4: 0.3280312120914459 (0.24956702134188483) | > loss_disc_real_5: 0.24947044253349304 (0.2243823032168781) | > loss_0: 2.5170340538024902 (2.3634062795078052) | > loss_gen: 2.7818169593811035 (2.6103736372555004) | > loss_kl: 2.2465248107910156 (2.9000606256372787) | > loss_feat: 6.5283613204956055 (6.944592111250934) | > loss_mel: 18.17983055114746 (18.5278081332936) | > loss_duration: 2.3956427574157715 (2.326229081434362) | > loss_1: 32.13217544555664 (33.3090638553395)  --> STEP: 18 | > loss_disc: 2.286005973815918 (2.359106262524923) | > loss_disc_real_0: 0.21241730451583862 (0.1853755112323496) | > loss_disc_real_1: 0.20354121923446655 (0.20614727172586653) | > loss_disc_real_2: 0.17480626702308655 (0.2197126423319181) | > loss_disc_real_3: 0.20835460722446442 (0.24281829429997337) | > loss_disc_real_4: 0.2220989465713501 (0.24804101718796623) | > loss_disc_real_5: 0.20568573474884033 (0.2233436049686538) | > loss_0: 2.286005973815918 (2.359106262524923) | > loss_gen: 2.7254815101623535 (2.6167685190836587) | > loss_kl: 2.2688937187194824 (2.864995797475179) | > loss_feat: 10.113323211669922 (7.120632727940877) | > loss_mel: 20.048160552978516 (18.61227215660943) | > loss_duration: 2.2620463371276855 (2.3226633734173245) | > loss_1: 37.41790771484375 (33.537332958645294)  --> STEP: 19 | > loss_disc: 2.558194160461426 (2.3695845729426335) | > loss_disc_real_0: 0.2513841986656189 (0.18884965267620588) | > loss_disc_real_1: 0.30183976888656616 (0.21118371894485072) | > loss_disc_real_2: 0.2348307967185974 (0.2205083346680591) | > loss_disc_real_3: 0.1906525045633316 (0.2400727264190975) | > loss_disc_real_4: 0.28069886565208435 (0.24975985131765666) | > loss_disc_real_5: 0.25928667187690735 (0.22523534533224607) | > loss_0: 2.558194160461426 (2.3695845729426335) | > loss_gen: 2.712129592895508 (2.621787522968493) | > loss_kl: 1.8254683017730713 (2.8102838240171732) | > loss_feat: 6.6739501953125 (7.097123120960436) | > loss_mel: 18.671510696411133 (18.61538997449373) | > loss_duration: 2.295903205871582 (2.3212549435464958) | > loss_1: 32.17896270751953 (33.46583978753341)  --> STEP: 20 | > loss_disc: 2.3968470096588135 (2.3709476947784425) | > loss_disc_real_0: 0.21521729230880737 (0.19016803465783597) | > loss_disc_real_1: 0.22504444420337677 (0.21187675520777702) | > loss_disc_real_2: 0.2782329320907593 (0.2233945645391941) | > loss_disc_real_3: 0.23009103536605835 (0.23957364186644553) | > loss_disc_real_4: 0.20188628137111664 (0.24736617282032966) | > loss_disc_real_5: 0.18510648608207703 (0.22322890236973764) | > loss_0: 2.3968470096588135 (2.3709476947784425) | > loss_gen: 2.6072232723236084 (2.621059310436249) | > loss_kl: 1.9207916259765625 (2.765809214115143) | > loss_feat: 6.2035627365112305 (7.052445101737976) | > loss_mel: 19.169021606445312 (18.643071556091307) | > loss_duration: 2.3091320991516113 (2.320648801326752) | > loss_1: 32.20973205566406 (33.403034400939944)  --> STEP: 21 | > loss_disc: 2.6641225814819336 (2.3849084036690846) | > loss_disc_real_0: 0.2335134744644165 (0.19223210322005407) | > loss_disc_real_1: 0.31236007809638977 (0.21666167534533) | > loss_disc_real_2: 0.20475558936595917 (0.2225069942928496) | > loss_disc_real_3: 0.2770272493362427 (0.24135714698405492) | > loss_disc_real_4: 0.22053562104701996 (0.24608852749779112) | > loss_disc_real_5: 0.21655017137527466 (0.22291086756047748) | > loss_0: 2.6641225814819336 (2.3849084036690846) | > loss_gen: 2.241957664489746 (2.603006851105463) | > loss_kl: 2.3130240440368652 (2.744248015539987) | > loss_feat: 3.602966547012329 (6.888184218179612) | > loss_mel: 15.077632904052734 (18.47328876313709) | > loss_duration: 2.2172904014587402 (2.3157269727616083) | > loss_1: 25.452871322631836 (33.02445520673479)  --> STEP: 22 | > loss_disc: 2.271336793899536 (2.3797460577704688) | > loss_disc_real_0: 0.1666649430990219 (0.19106995957818898) | > loss_disc_real_1: 0.2505360245704651 (0.21820141849192706) | > loss_disc_real_2: 0.21978428959846497 (0.2223832349885594) | > loss_disc_real_3: 0.2191469520330429 (0.24034759266809982) | > loss_disc_real_4: 0.2549329698085785 (0.2464905476028269) | > loss_disc_real_5: 0.24810779094696045 (0.22405618225986307) | > loss_0: 2.271336793899536 (2.3797460577704688) | > loss_gen: 3.0268006324768066 (2.6222702048041606) | > loss_kl: 2.062441825866699 (2.713256825100292) | > loss_feat: 8.541840553283691 (6.963350415229797) | > loss_mel: 18.83966827392578 (18.489942377263848) | > loss_duration: 2.165029525756836 (2.3088770888068457) | > loss_1: 34.635780334472656 (33.097697257995605)  --> STEP: 23 | > loss_disc: 2.421658754348755 (2.3815683489260464) | > loss_disc_real_0: 0.18406474590301514 (0.19076538507057272) | > loss_disc_real_1: 0.2698284983634949 (0.22044607413851697) | > loss_disc_real_2: 0.21871910989284515 (0.22222392520178919) | > loss_disc_real_3: 0.2835334241390228 (0.2422252375146617) | > loss_disc_real_4: 0.2330065816640854 (0.24590428821418597) | > loss_disc_real_5: 0.19702450931072235 (0.22288089213163956) | > loss_0: 2.421658754348755 (2.3815683489260464) | > loss_gen: 2.5625076293945312 (2.6196718319602637) | > loss_kl: 2.2409486770629883 (2.692721688229105) | > loss_feat: 6.307811737060547 (6.934848733570265) | > loss_mel: 16.257631301879883 (18.39288537398628) | > loss_duration: 2.2532224655151367 (2.3064573225767715) | > loss_1: 29.62212371826172 (32.946585364963695)  --> STEP: 24 | > loss_disc: 2.294492483139038 (2.377940187851588) | > loss_disc_real_0: 0.11882157623767853 (0.18776772636920214) | > loss_disc_real_1: 0.26876115798950195 (0.222459202632308) | > loss_disc_real_2: 0.1849242001771927 (0.22066976999243101) | > loss_disc_real_3: 0.28651490807533264 (0.24407064045468965) | > loss_disc_real_4: 0.20630818605422974 (0.2442544506241878) | > loss_disc_real_5: 0.21787932515144348 (0.22267249350746474) | > loss_0: 2.294492483139038 (2.377940187851588) | > loss_gen: 2.4729814529418945 (2.6135597328344984) | > loss_kl: 2.2248761653900146 (2.673228124777476) | > loss_feat: 7.346125602722168 (6.951985269784927) | > loss_mel: 17.8419132232666 (18.369928201039627) | > loss_duration: 2.4105634689331055 (2.310795078674952) | > loss_1: 32.29645919799805 (32.91949677467346)  --> STEP: 25 | > loss_disc: 2.3976612091064453 (2.378729028701782) | > loss_disc_real_0: 0.21807119250297546 (0.18897986501455308) | > loss_disc_real_1: 0.24925506114959717 (0.22353103697299959) | > loss_disc_real_2: 0.23440469801425934 (0.22121916711330414) | > loss_disc_real_3: 0.2203792780637741 (0.24312298595905305) | > loss_disc_real_4: 0.2560584843158722 (0.24472661197185516) | > loss_disc_real_5: 0.21668271720409393 (0.2224329024553299) | > loss_0: 2.3976612091064453 (2.378729028701782) | > loss_gen: 2.658801317214966 (2.615369396209717) | > loss_kl: 2.579620599746704 (2.669483823776245) | > loss_feat: 5.451240539550781 (6.891955480575562) | > loss_mel: 13.375696182250977 (18.17015892028808) | > loss_duration: 2.317172050476074 (2.311050157546997) | > loss_1: 26.382530212402344 (32.65801811218262)  --> STEP: 26 | > loss_disc: 1.842880129814148 (2.3581194556676426) | > loss_disc_real_0: 0.09125097095966339 (0.18522106139705732) | > loss_disc_real_1: 0.1748340129852295 (0.22165807451193148) | > loss_disc_real_2: 0.15016025304794312 (0.2184861319569441) | > loss_disc_real_3: 0.09132923185825348 (0.23728476464748383) | > loss_disc_real_4: 0.27266207337379456 (0.2458010527950067) | > loss_disc_real_5: 0.06592055410146713 (0.2164131967494121) | > loss_0: 1.842880129814148 (2.3581194556676426) | > loss_gen: 2.861078977584839 (2.6248197647241445) | > loss_kl: 2.326582908630371 (2.6562953270398655) | > loss_feat: 9.95622730255127 (7.009812089113089) | > loss_mel: 20.933448791503906 (18.27643929995023) | > loss_duration: 2.2850136756896973 (2.310048754398639) | > loss_1: 38.36235427856445 (32.87741565704346) --> EVAL PERFORMANCE | > avg_loader_time: 0.002500625757070688 (-0.00024018837855412393) | > avg_loss_disc: 2.3581194556676426 (+0.004485029440659982) | > avg_loss_disc_real_0: 0.18522106139705732 (+0.08122388359445792) | > avg_loss_disc_real_1: 0.22165807451193148 (+0.00965641037775919) | > avg_loss_disc_real_2: 0.2184861319569441 (-0.04833542068417257) | > avg_loss_disc_real_3: 0.23728476464748383 (-0.022929148032115043) | > avg_loss_disc_real_4: 0.2458010527950067 (+0.018383706418367535) | > avg_loss_disc_real_5: 0.2164131967494121 (+0.023048080790501357) | > avg_loss_0: 2.3581194556676426 (+0.004485029440659982) | > avg_loss_gen: 2.6248197647241445 (+0.169981782252973) | > avg_loss_kl: 2.6562953270398655 (+0.02402914487398622) | > avg_loss_feat: 7.009812089113089 (-0.31781454269702625) | > avg_loss_mel: 18.27643929995023 (-0.3102247164799614) | > avg_loss_duration: 2.310048754398639 (-0.008392343154320692) | > avg_loss_1: 32.87741565704346 (-0.4424197123600919)  > EPOCH: 359/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:48:13)   --> TIME: 2024-06-11 06:48:16 -- STEP: 4/330 -- GLOBAL_STEP: 206475 | > loss_disc: 2.313715696334839 (2.263101577758789) | > loss_disc_real_0: 0.12367197126150131 (0.11512214131653309) | > loss_disc_real_1: 0.17350886762142181 (0.18420858681201935) | > loss_disc_real_2: 0.2590336799621582 (0.20195698365569115) | > loss_disc_real_3: 0.21623004972934723 (0.2090565375983715) | > loss_disc_real_4: 0.26048028469085693 (0.2400944046676159) | > loss_disc_real_5: 0.2101607471704483 (0.207004614174366) | > loss_0: 2.313715696334839 (2.263101577758789) | > grad_norm_0: tensor(12.4698, device='cuda:0') (tensor(7.1125, device='cuda:0')) | > loss_gen: 2.6109116077423096 (2.553029179573059) | > loss_kl: 1.905863642692566 (1.8848597705364227) | > loss_feat: 6.462640762329102 (7.038768529891968) | > loss_mel: 17.544593811035156 (18.78760290145874) | > loss_duration: 2.1973557472229004 (2.2340126037597656) | > loss_1: 30.721364974975586 (32.49827337265015) | > grad_norm_1: tensor(93.0727, device='cuda:0') (tensor(68.3853, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.3419 (0.34779608249664307) | > loader_time: 0.0028 (0.0029502511024475098)  --> TIME: 2024-06-11 06:48:25 -- STEP: 29/330 -- GLOBAL_STEP: 206500 | > loss_disc: 2.3400049209594727 (2.3378533330456963) | > loss_disc_real_0: 0.10612616688013077 (0.1133160185197304) | > loss_disc_real_1: 0.17265866696834564 (0.20539389191002683) | > loss_disc_real_2: 0.2071302831172943 (0.2180005157815999) | > loss_disc_real_3: 0.2126004844903946 (0.22405323643108893) | > loss_disc_real_4: 0.2566283643245697 (0.2326508282587446) | > loss_disc_real_5: 0.23744381964206696 (0.21603032073070264) | > loss_0: 2.3400049209594727 (2.3378533330456963) | > grad_norm_0: tensor(9.7475, device='cuda:0') (tensor(8.3944, device='cuda:0')) | > loss_gen: 2.375481128692627 (2.548404414078285) | > loss_kl: 1.923040509223938 (1.8142947040755173) | > loss_feat: 7.393423080444336 (7.186101354401687) | > loss_mel: 18.5299015045166 (18.474817933707403) | > loss_duration: 2.0452637672424316 (2.0827440352275457) | > loss_1: 32.26710891723633 (32.10636204686657) | > grad_norm_1: tensor(67.6737, device='cuda:0') (tensor(100.6615, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.3584 (0.3551354326050857) | > loader_time: 0.003 (0.0032098951010868467) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_206500.pth  --> TIME: 2024-06-11 06:48:39 -- STEP: 54/330 -- GLOBAL_STEP: 206525 | > loss_disc: 2.200371026992798 (2.330391309879445) | > loss_disc_real_0: 0.12808291614055634 (0.11447711109563156) | > loss_disc_real_1: 0.2065538763999939 (0.20411229381958643) | > loss_disc_real_2: 0.24626435339450836 (0.21479102306895786) | > loss_disc_real_3: 0.2523215413093567 (0.22558030817243788) | > loss_disc_real_4: 0.24315033853054047 (0.2274470254778862) | > loss_disc_real_5: 0.19912539422512054 (0.21481126684833457) | > loss_0: 2.200371026992798 (2.330391309879445) | > grad_norm_0: tensor(23.8411, device='cuda:0') (tensor(10.4732, device='cuda:0')) | > loss_gen: 2.7073171138763428 (2.544153469580191) | > loss_kl: 1.747628927230835 (1.8391312404915139) | > loss_feat: 7.439122676849365 (7.225831994303951) | > loss_mel: 18.49411392211914 (18.402750085901335) | > loss_duration: 2.0079925060272217 (2.0514672376491405) | > loss_1: 32.396175384521484 (32.0633338998865) | > grad_norm_1: tensor(148.2407, device='cuda:0') (tensor(126.8124, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.3353 (0.3595943362624557) | > loader_time: 0.0034 (0.003287496390166106)  --> TIME: 2024-06-11 06:48:48 -- STEP: 79/330 -- GLOBAL_STEP: 206550 | > loss_disc: 2.2593765258789062 (2.3307123817975013) | > loss_disc_real_0: 0.10632623732089996 (0.11442710610130165) | > loss_disc_real_1: 0.17339077591896057 (0.20293496266196046) | > loss_disc_real_2: 0.2223016619682312 (0.21369205622733395) | > loss_disc_real_3: 0.2621106803417206 (0.22597826526889317) | > loss_disc_real_4: 0.20390091836452484 (0.22727333122416388) | > loss_disc_real_5: 0.20704078674316406 (0.21551625449446182) | > loss_0: 2.2593765258789062 (2.3307123817975013) | > grad_norm_0: tensor(23.4066, device='cuda:0') (tensor(11.9123, device='cuda:0')) | > loss_gen: 2.5734009742736816 (2.526555842991116) | > loss_kl: 1.7924681901931763 (1.8505464837520937) | > loss_feat: 6.971655368804932 (7.2462463801420185) | > loss_mel: 18.21361541748047 (18.33822619764111) | > loss_duration: 2.0079116821289062 (2.039145107510724) | > loss_1: 31.559051513671875 (32.00071993960608) | > grad_norm_1: tensor(303.9078, device='cuda:0') (tensor(151.7659, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.3604 (0.36172306386730346) | > loader_time: 0.0036 (0.003387140322335159)  --> TIME: 2024-06-11 06:48:57 -- STEP: 104/330 -- GLOBAL_STEP: 206575 | > loss_disc: 2.413787603378296 (2.3308478662600893) | > loss_disc_real_0: 0.12396577000617981 (0.11523216454168925) | > loss_disc_real_1: 0.17458052933216095 (0.2019333319308666) | > loss_disc_real_2: 0.29913529753685 (0.2146583112099996) | > loss_disc_real_3: 0.2556423544883728 (0.22671843950565046) | > loss_disc_real_4: 0.25848257541656494 (0.22684862436010286) | > loss_disc_real_5: 0.23133568465709686 (0.21639782605836025) | > loss_0: 2.413787603378296 (2.3308478662600893) | > grad_norm_0: tensor(22.9068, device='cuda:0') (tensor(12.9445, device='cuda:0')) | > loss_gen: 2.5824592113494873 (2.528799105149047) | > loss_kl: 1.9391592741012573 (1.8588745651336818) | > loss_feat: 7.474524974822998 (7.245997910316174) | > loss_mel: 17.809621810913086 (18.309945344924927) | > loss_duration: 2.075080394744873 (2.038137376308443) | > loss_1: 31.880844116210938 (31.981754211279046) | > grad_norm_1: tensor(328.8393, device='cuda:0') (tensor(166.4272, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.3511 (0.3623334536185631) | > loader_time: 0.0042 (0.003486424684524536)  --> TIME: 2024-06-11 06:49:07 -- STEP: 129/330 -- GLOBAL_STEP: 206600 | > loss_disc: 2.382964849472046 (2.3267108765683435) | > loss_disc_real_0: 0.11864211410284042 (0.11609208947697351) | > loss_disc_real_1: 0.18350644409656525 (0.20065556062284365) | > loss_disc_real_2: 0.22777459025382996 (0.2142030265211135) | > loss_disc_real_3: 0.24339300394058228 (0.22677395290644595) | > loss_disc_real_4: 0.23541855812072754 (0.2255587486564651) | > loss_disc_real_5: 0.23609815537929535 (0.21701257508392482) | > loss_0: 2.382964849472046 (2.3267108765683435) | > grad_norm_0: tensor(36.6009, device='cuda:0') (tensor(15.7904, device='cuda:0')) | > loss_gen: 2.350245237350464 (2.5339383136394393) | > loss_kl: 1.7934997081756592 (1.868724360946537) | > loss_feat: 6.676761627197266 (7.265127754950708) | > loss_mel: 18.262012481689453 (18.31237075864806) | > loss_duration: 2.010017156600952 (2.0382804685784874) | > loss_1: 31.0925350189209 (32.01844151814776) | > grad_norm_1: tensor(137.8732, device='cuda:0') (tensor(186.9319, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.3702 (0.3632580975229426) | > loader_time: 0.004 (0.003590903540914373)  --> TIME: 2024-06-11 06:49:16 -- STEP: 154/330 -- GLOBAL_STEP: 206625 | > loss_disc: 2.1862082481384277 (2.3264214404217607) | > loss_disc_real_0: 0.14076688885688782 (0.11562463868554536) | > loss_disc_real_1: 0.19888392090797424 (0.2001689134480118) | > loss_disc_real_2: 0.20439821481704712 (0.21350046160159172) | > loss_disc_real_3: 0.23085589706897736 (0.22718815679674026) | > loss_disc_real_4: 0.2219245433807373 (0.22488878154522413) | > loss_disc_real_5: 0.19112113118171692 (0.2167371301488443) | > loss_0: 2.1862082481384277 (2.3264214404217607) | > grad_norm_0: tensor(39.5923, device='cuda:0') (tensor(18.1660, device='cuda:0')) | > loss_gen: 2.6834752559661865 (2.5379760698838654) | > loss_kl: 1.9381659030914307 (1.876207970953607) | > loss_feat: 8.047134399414062 (7.2477849334865425) | > loss_mel: 18.188068389892578 (18.30439364445673) | > loss_duration: 2.040724039077759 (2.0400513704721033) | > loss_1: 32.89756774902344 (32.006413918036884) | > grad_norm_1: tensor(251.6634, device='cuda:0') (tensor(207.9449, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.384 (0.3651530665236635) | > loader_time: 0.0047 (0.003712263974276456)  --> TIME: 2024-06-11 06:49:26 -- STEP: 179/330 -- GLOBAL_STEP: 206650 | > loss_disc: 2.2628493309020996 (2.321235550182492) | > loss_disc_real_0: 0.09669214487075806 (0.11419797890595884) | > loss_disc_real_1: 0.19742579758167267 (0.1996011852219119) | > loss_disc_real_2: 0.22070440649986267 (0.21282607067230694) | > loss_disc_real_3: 0.2246009111404419 (0.22646140802505962) | > loss_disc_real_4: 0.19354628026485443 (0.22531641695086516) | > loss_disc_real_5: 0.20951592922210693 (0.2162096731822584) | > loss_0: 2.2628493309020996 (2.321235550182492) | > grad_norm_0: tensor(7.2885, device='cuda:0') (tensor(19.9591, device='cuda:0')) | > loss_gen: 2.7842438220977783 (2.552497589388372) | > loss_kl: 1.8900437355041504 (1.879721133402606) | > loss_feat: 7.717803478240967 (7.290958894697647) | > loss_mel: 18.346805572509766 (18.28795405339928) | > loss_duration: 2.0886220932006836 (2.0450959778364814) | > loss_1: 32.827518463134766 (32.05622762541526) | > grad_norm_1: tensor(398.4510, device='cuda:0') (tensor(224.2855, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.396 (0.36935837708371994) | > loader_time: 0.0051 (0.0038451668936447057)  --> TIME: 2024-06-11 06:49:36 -- STEP: 204/330 -- GLOBAL_STEP: 206675 | > loss_disc: 2.3828861713409424 (2.322800115043043) | > loss_disc_real_0: 0.08171086758375168 (0.11410302732724185) | > loss_disc_real_1: 0.18203194439411163 (0.19961575068095158) | > loss_disc_real_2: 0.22079172730445862 (0.21281332018620827) | > loss_disc_real_3: 0.21469815075397491 (0.22704951158341238) | > loss_disc_real_4: 0.21283677220344543 (0.22443691663005771) | > loss_disc_real_5: 0.20311114192008972 (0.2161676251859057) | > loss_0: 2.3828861713409424 (2.322800115043043) | > grad_norm_0: tensor(10.5728, device='cuda:0') (tensor(21.9716, device='cuda:0')) | > loss_gen: 2.5428600311279297 (2.551739747617759) | > loss_kl: 2.091224193572998 (1.8853678189071954) | > loss_feat: 7.801882743835449 (7.300487240155538) | > loss_mel: 17.662839889526367 (18.269515205832086) | > loss_duration: 2.0612168312072754 (2.051953156789144) | > loss_1: 32.1600227355957 (32.05906315410833) | > grad_norm_1: tensor(231.8860, device='cuda:0') (tensor(240.3436, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.4093 (0.37222134482626834) | > loader_time: 0.0053 (0.003963465784110275)  --> TIME: 2024-06-11 06:49:47 -- STEP: 229/330 -- GLOBAL_STEP: 206700 | > loss_disc: 2.27308988571167 (2.3239942794283412) | > loss_disc_real_0: 0.06764095276594162 (0.11484787318709115) | > loss_disc_real_1: 0.16947129368782043 (0.1997831284869707) | > loss_disc_real_2: 0.20122702419757843 (0.2129849240379042) | > loss_disc_real_3: 0.24036337435245514 (0.2268760863480089) | > loss_disc_real_4: 0.20022934675216675 (0.2244663117494125) | > loss_disc_real_5: 0.19814343750476837 (0.2159632888163021) | > loss_0: 2.27308988571167 (2.3239942794283412) | > grad_norm_0: tensor(33.0128, device='cuda:0') (tensor(22.0064, device='cuda:0')) | > loss_gen: 2.4809153079986572 (2.547874659950556) | > loss_kl: 1.995811939239502 (1.8869655553951012) | > loss_feat: 7.554220199584961 (7.300239617126998) | > loss_mel: 18.723678588867188 (18.242130121289375) | > loss_duration: 2.155769109725952 (2.0594153310534216) | > loss_1: 32.91039276123047 (32.03662523327954) | > grad_norm_1: tensor(403.9216, device='cuda:0') (tensor(244.4792, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.4024 (0.375781072799816) | > loader_time: 0.006 (0.0040941457040445245)  --> TIME: 2024-06-11 06:49:58 -- STEP: 254/330 -- GLOBAL_STEP: 206725 | > loss_disc: 2.2082786560058594 (2.3260639802677434) | > loss_disc_real_0: 0.10468406230211258 (0.11515536935134667) | > loss_disc_real_1: 0.17721198499202728 (0.1996121513913936) | > loss_disc_real_2: 0.1982174664735794 (0.21334371000059008) | > loss_disc_real_3: 0.23002706468105316 (0.2270273400807944) | > loss_disc_real_4: 0.24144309759140015 (0.22543272733923017) | > loss_disc_real_5: 0.19813713431358337 (0.2162310774401417) | > loss_0: 2.2082786560058594 (2.3260639802677434) | > grad_norm_0: tensor(32.9172, device='cuda:0') (tensor(22.5991, device='cuda:0')) | > loss_gen: 2.760704517364502 (2.5455530994520412) | > loss_kl: 1.9578443765640259 (1.8912749745714383) | > loss_feat: 8.021328926086426 (7.291473238486943) | > loss_mel: 17.89902114868164 (18.20097129551444) | > loss_duration: 2.078512668609619 (2.0659108086833813) | > loss_1: 32.717411041259766 (31.99518337399938) | > grad_norm_1: tensor(514.1670, device='cuda:0') (tensor(254.2500, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.4309 (0.38029295159137166) | > loader_time: 0.0059 (0.0042474194774477485)  --> TIME: 2024-06-11 06:50:09 -- STEP: 279/330 -- GLOBAL_STEP: 206750 | > loss_disc: 2.2070505619049072 (2.3267569413749123) | > loss_disc_real_0: 0.09525338560342789 (0.11621397232977293) | > loss_disc_real_1: 0.1930711716413498 (0.20015666705946775) | > loss_disc_real_2: 0.2187718152999878 (0.21376864964603096) | > loss_disc_real_3: 0.20476968586444855 (0.22684067012374975) | > loss_disc_real_4: 0.20726540684700012 (0.2248603483147946) | > loss_disc_real_5: 0.2187294065952301 (0.21588254557074618) | > loss_0: 2.2070505619049072 (2.3267569413749123) | > grad_norm_0: tensor(9.8921, device='cuda:0') (tensor(25.1692, device='cuda:0')) | > loss_gen: 2.666304111480713 (2.5466811161314715) | > loss_kl: 1.8911752700805664 (1.8952991039522233) | > loss_feat: 7.529996395111084 (7.31208649672915) | > loss_mel: 16.77621841430664 (18.172243299450063) | > loss_duration: 2.1571574211120605 (2.07438423642121) | > loss_1: 31.020851135253906 (32.00069423388406) | > grad_norm_1: tensor(447.4178, device='cuda:0') (tensor(268.9674, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.4439 (0.3857236412690961) | > loader_time: 0.006 (0.004408776546464599)  --> TIME: 2024-06-11 06:50:21 -- STEP: 304/330 -- GLOBAL_STEP: 206775 | > loss_disc: 2.363811731338501 (2.328691497445108) | > loss_disc_real_0: 0.06857386231422424 (0.11706291169761435) | > loss_disc_real_1: 0.19072704017162323 (0.19987120067602715) | > loss_disc_real_2: 0.2168041318655014 (0.21369286587363795) | > loss_disc_real_3: 0.2255786806344986 (0.22704637080038848) | > loss_disc_real_4: 0.21089166402816772 (0.22463120716182808) | > loss_disc_real_5: 0.2076767534017563 (0.2161829238757492) | > loss_0: 2.363811731338501 (2.328691497445108) | > grad_norm_0: tensor(57.9679, device='cuda:0') (tensor(27.4649, device='cuda:0')) | > loss_gen: 2.3896071910858154 (2.549655803724339) | > loss_kl: 2.016101837158203 (1.8993853283555884) | > loss_feat: 8.500478744506836 (7.340137332677841) | > loss_mel: 18.314613342285156 (18.14040978645022) | > loss_duration: 2.2162933349609375 (2.0843288741613692) | > loss_1: 33.437095642089844 (32.01391710105691) | > grad_norm_1: tensor(618.5606, device='cuda:0') (tensor(284.6310, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.4748 (0.3927522372258338) | > loader_time: 0.0073 (0.0046005727429138995)  --> TIME: 2024-06-11 06:50:51 -- STEP: 329/330 -- GLOBAL_STEP: 206800 | > loss_disc: 2.645638942718506 (2.334674548233175) | > loss_disc_real_0: 0.21473021805286407 (0.11883475220447978) | > loss_disc_real_1: 0.11735297739505768 (0.20047315583765335) | > loss_disc_real_2: 0.20705844461917877 (0.21398124356943785) | > loss_disc_real_3: 0.36759427189826965 (0.22730232888442042) | > loss_disc_real_4: 0.2603287696838379 (0.22448647017718087) | > loss_disc_real_5: 0.29403284192085266 (0.21645825779727898) | > loss_0: 2.645638942718506 (2.334674548233175) | > grad_norm_0: tensor(10.4454, device='cuda:0') (tensor(27.7970, device='cuda:0')) | > loss_gen: 2.592533826828003 (2.5463547706604004) | > loss_kl: 2.2395689487457275 (1.906463021203015) | > loss_feat: 10.564794540405273 (7.4381363645513) | > loss_mel: 18.524154663085938 (18.106452750579912) | > loss_duration: 2.288867712020874 (2.0980217326375863) | > loss_1: 36.20991897583008 (32.09542861173216) | > grad_norm_1: tensor(59.9884, device='cuda:0') (tensor(282.9998, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 15.9062 (0.4533982421851811) | > loader_time: 0.0347 (0.0050728023958061235)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.095613718032837 (2.095613718032837) | > loss_disc_real_0: 0.06357788294553757 (0.06357788294553757) | > loss_disc_real_1: 0.17866931855678558 (0.17866931855678558) | > loss_disc_real_2: 0.14368422329425812 (0.14368422329425812) | > loss_disc_real_3: 0.23190082609653473 (0.23190082609653473) | > loss_disc_real_4: 0.29040753841400146 (0.29040753841400146) | > loss_disc_real_5: 0.18054455518722534 (0.18054455518722534) | > loss_0: 2.095613718032837 (2.095613718032837) | > loss_gen: 2.7140183448791504 (2.7140183448791504) | > loss_kl: 2.6121222972869873 (2.6121222972869873) | > loss_feat: 8.665064811706543 (8.665064811706543) | > loss_mel: 18.449316024780273 (18.449316024780273) | > loss_duration: 2.8126113414764404 (2.8126113414764404) | > loss_1: 35.25313186645508 (35.25313186645508)  --> STEP: 1 | > loss_disc: 2.4023094177246094 (2.4023094177246094) | > loss_disc_real_0: 0.10405498743057251 (0.10405498743057251) | > loss_disc_real_1: 0.2454787641763687 (0.2454787641763687) | > loss_disc_real_2: 0.14730504155158997 (0.14730504155158997) | > loss_disc_real_3: 0.23383335769176483 (0.23383335769176483) | > loss_disc_real_4: 0.27439165115356445 (0.27439165115356445) | > loss_disc_real_5: 0.20426195859909058 (0.20426195859909058) | > loss_0: 2.4023094177246094 (2.4023094177246094) | > loss_gen: 2.263158082962036 (2.263158082962036) | > loss_kl: 2.9295849800109863 (2.9295849800109863) | > loss_feat: 7.327998638153076 (7.327998638153076) | > loss_mel: 18.525327682495117 (18.525327682495117) | > loss_duration: 2.4329257011413574 (2.4329257011413574) | > loss_1: 33.47899627685547 (33.47899627685547)  --> STEP: 2 | > loss_disc: 2.4366283416748047 (2.419468879699707) | > loss_disc_real_0: 0.10762552917003632 (0.10584025830030441) | > loss_disc_real_1: 0.1953698843717575 (0.2204243242740631) | > loss_disc_real_2: 0.22005143761634827 (0.18367823958396912) | > loss_disc_real_3: 0.24153532087802887 (0.23768433928489685) | > loss_disc_real_4: 0.3247717618942261 (0.29958170652389526) | > loss_disc_real_5: 0.2769356966018677 (0.24059882760047913) | > loss_0: 2.4366283416748047 (2.419468879699707) | > loss_gen: 2.531918525695801 (2.3975383043289185) | > loss_kl: 2.935922384262085 (2.9327536821365356) | > loss_feat: 5.78924560546875 (6.558622121810913) | > loss_mel: 18.60941505432129 (18.567371368408203) | > loss_duration: 2.44730806350708 (2.4401168823242188) | > loss_1: 32.31380844116211 (32.89640235900879)  --> STEP: 3 | > loss_disc: 2.3039939403533936 (2.380977233250936) | > loss_disc_real_0: 0.10084705054759979 (0.10417585571606953) | > loss_disc_real_1: 0.16335836052894592 (0.20140233635902405) | > loss_disc_real_2: 0.23972660303115845 (0.20236102739969888) | > loss_disc_real_3: 0.23643255233764648 (0.23726707696914673) | > loss_disc_real_4: 0.33045998215675354 (0.30987446506818134) | > loss_disc_real_5: 0.24630053341388702 (0.24249939620494843) | > loss_0: 2.3039939403533936 (2.380977233250936) | > loss_gen: 2.5917916297912598 (2.4622894128163657) | > loss_kl: 2.0439398288726807 (2.6364823977152505) | > loss_feat: 6.782044410705566 (6.633096218109131) | > loss_mel: 19.26445770263672 (18.799733479817707) | > loss_duration: 2.2914037704467773 (2.3905458450317383) | > loss_1: 32.973636627197266 (32.92214711507162)  --> STEP: 4 | > loss_disc: 2.5424394607543945 (2.4213427901268005) | > loss_disc_real_0: 0.12129528075456619 (0.1084557119756937) | > loss_disc_real_1: 0.2739056348800659 (0.21952816098928452) | > loss_disc_real_2: 0.15199792385101318 (0.18977025151252747) | > loss_disc_real_3: 0.2819651663303375 (0.24844159930944443) | > loss_disc_real_4: 0.3331521153450012 (0.3156938776373863) | > loss_disc_real_5: 0.2879412770271301 (0.25385986641049385) | > loss_0: 2.5424394607543945 (2.4213427901268005) | > loss_gen: 2.4765565395355225 (2.465856194496155) | > loss_kl: 3.219846248626709 (2.7823233604431152) | > loss_feat: 5.330891132354736 (6.307544946670532) | > loss_mel: 20.04755210876465 (19.111688137054443) | > loss_duration: 2.32502818107605 (2.374166429042816) | > loss_1: 33.39987564086914 (33.041579246520996)  --> STEP: 5 | > loss_disc: 2.3757236003875732 (2.412218952178955) | > loss_disc_real_0: 0.12598592042922974 (0.1119617536664009) | > loss_disc_real_1: 0.23446793854236603 (0.22251611649990083) | > loss_disc_real_2: 0.2661544680595398 (0.20504709482192993) | > loss_disc_real_3: 0.2684471905231476 (0.25244271755218506) | > loss_disc_real_4: 0.2880150079727173 (0.3101581037044525) | > loss_disc_real_5: 0.22477489709854126 (0.24804287254810334) | > loss_0: 2.3757236003875732 (2.412218952178955) | > loss_gen: 2.5587072372436523 (2.484426403045654) | > loss_kl: 2.309995412826538 (2.6878577709197997) | > loss_feat: 4.991182327270508 (6.044272422790527) | > loss_mel: 18.778059005737305 (19.044962310791014) | > loss_duration: 2.320465087890625 (2.363426160812378) | > loss_1: 30.95840835571289 (32.624945068359374)  --> STEP: 6 | > loss_disc: 2.2947282791137695 (2.3926371733347573) | > loss_disc_real_0: 0.08338135480880737 (0.10719835385680199) | > loss_disc_real_1: 0.22418321669101715 (0.22279396653175354) | > loss_disc_real_2: 0.16056518256664276 (0.19763344277938208) | > loss_disc_real_3: 0.25816023349761963 (0.25339563687642414) | > loss_disc_real_4: 0.3079032301902771 (0.30978229145208996) | > loss_disc_real_5: 0.24693627655506134 (0.24785843988259634) | > loss_0: 2.2947282791137695 (2.3926371733347573) | > loss_gen: 2.4678359031677246 (2.481661319732666) | > loss_kl: 2.165853977203369 (2.600857138633728) | > loss_feat: 5.957926273345947 (6.029881397883098) | > loss_mel: 18.964519500732422 (19.03155517578125) | > loss_duration: 2.2100329399108887 (2.337860623995463) | > loss_1: 31.76616859436035 (32.48181565602621)  --> STEP: 7 | > loss_disc: 2.585859537124634 (2.4202403681618825) | > loss_disc_real_0: 0.11133144795894623 (0.10778879587139402) | > loss_disc_real_1: 0.17080378532409668 (0.21536679778780257) | > loss_disc_real_2: 0.29635533690452576 (0.21173657051154546) | > loss_disc_real_3: 0.3252667188644409 (0.2636629343032837) | > loss_disc_real_4: 0.3342883288860321 (0.3132831539426531) | > loss_disc_real_5: 0.25459715723991394 (0.24882111379078456) | > loss_0: 2.585859537124634 (2.4202403681618825) | > loss_gen: 2.6330153942108154 (2.5032833303724016) | > loss_kl: 4.2356367111206055 (2.834397077560425) | > loss_feat: 8.113389015197754 (6.327525343213763) | > loss_mel: 17.812057495117188 (18.85734122140067) | > loss_duration: 2.5424575805664062 (2.3670887606484547) | > loss_1: 35.33655548095703 (32.889635631016326)  --> STEP: 8 | > loss_disc: 2.138143539428711 (2.384978264570236) | > loss_disc_real_0: 0.15249024331569672 (0.11337647680193186) | > loss_disc_real_1: 0.20653752982616425 (0.21426313929259777) | > loss_disc_real_2: 0.1260964274406433 (0.20103155262768269) | > loss_disc_real_3: 0.19627511501312256 (0.25523945689201355) | > loss_disc_real_4: 0.22795455157756805 (0.3026170786470175) | > loss_disc_real_5: 0.14841370284557343 (0.23627018742263317) | > loss_0: 2.138143539428711 (2.384978264570236) | > loss_gen: 2.6670048236846924 (2.523748517036438) | > loss_kl: 2.5480294227600098 (2.798601120710373) | > loss_feat: 12.141538619995117 (7.054277002811432) | > loss_mel: 20.38509750366211 (19.04831075668335) | > loss_duration: 2.217054605484009 (2.348334491252899) | > loss_1: 39.95872497558594 (33.773271799087524)  --> STEP: 9 | > loss_disc: 2.450617551803589 (2.3922715187072754) | > loss_disc_real_0: 0.1140727624297142 (0.11345384187168545) | > loss_disc_real_1: 0.2240675687789917 (0.21535252034664154) | > loss_disc_real_2: 0.224837988615036 (0.20367671218183306) | > loss_disc_real_3: 0.24924243986606598 (0.25457312166690826) | > loss_disc_real_4: 0.32341325283050537 (0.304927764667405) | > loss_disc_real_5: 0.2172853648662567 (0.2341607626941469) | > loss_0: 2.450617551803589 (2.3922715187072754) | > loss_gen: 2.4304866790771484 (2.513386090596517) | > loss_kl: 2.4617979526519775 (2.7611785464816623) | > loss_feat: 7.912731170654297 (7.149660799238417) | > loss_mel: 18.51948356628418 (18.989552179972332) | > loss_duration: 2.154351234436035 (2.3267807960510254) | > loss_1: 33.478851318359375 (33.74055841233995)  --> STEP: 10 | > loss_disc: 2.643028974533081 (2.417347264289856) | > loss_disc_real_0: 0.1524302214384079 (0.1173514798283577) | > loss_disc_real_1: 0.24793168902397156 (0.21861043721437454) | > loss_disc_real_2: 0.2709900736808777 (0.2104080483317375) | > loss_disc_real_3: 0.3032557964324951 (0.2594413891434669) | > loss_disc_real_4: 0.33673006296157837 (0.30810799449682236) | > loss_disc_real_5: 0.2819041311740875 (0.23893509954214096) | > loss_0: 2.643028974533081 (2.417347264289856) | > loss_gen: 2.487004280090332 (2.5107479095458984) | > loss_kl: 2.2951130867004395 (2.71457200050354) | > loss_feat: 4.674524784088135 (6.902147197723389) | > loss_mel: 15.233123779296875 (18.613909339904787) | > loss_duration: 2.2998974323272705 (2.32409245967865) | > loss_1: 26.98966407775879 (33.06546897888184)  --> STEP: 11 | > loss_disc: 2.506193161010742 (2.425424163991755) | > loss_disc_real_0: 0.24176126718521118 (0.12866146049716257) | > loss_disc_real_1: 0.21110011637210846 (0.21792768077416855) | > loss_disc_real_2: 0.21728608012199402 (0.21103332394903357) | > loss_disc_real_3: 0.3193686902523041 (0.2648893256079067) | > loss_disc_real_4: 0.36246389150619507 (0.3130494396794926) | > loss_disc_real_5: 0.34469375014305115 (0.2485495223240419) | > loss_0: 2.506193161010742 (2.425424163991755) | > loss_gen: 2.939612627029419 (2.5497356111353096) | > loss_kl: 2.7222442626953125 (2.7152694788846103) | > loss_feat: 6.675901889801025 (6.88157944245772) | > loss_mel: 18.073345184326172 (18.564767143943094) | > loss_duration: 2.408780097961426 (2.331791335886175) | > loss_1: 32.81988525390625 (33.043143185702235)  --> STEP: 12 | > loss_disc: 2.5395750999450684 (2.434936741987864) | > loss_disc_real_0: 0.07723229378461838 (0.12437569660445054) | > loss_disc_real_1: 0.2109132558107376 (0.2173431453605493) | > loss_disc_real_2: 0.25141745805740356 (0.2143986684580644) | > loss_disc_real_3: 0.3017936050891876 (0.2679646822313468) | > loss_disc_real_4: 0.35240766406059265 (0.31632929171125096) | > loss_disc_real_5: 0.19545994699001312 (0.24412539104620615) | > loss_0: 2.5395750999450684 (2.434936741987864) | > loss_gen: 2.3668746948242188 (2.5344972014427185) | > loss_kl: 2.097830057144165 (2.663816193739573) | > loss_feat: 6.938891887664795 (6.886355479558309) | > loss_mel: 17.64868927001953 (18.48842732111613) | > loss_duration: 2.235966205596924 (2.3238059083620706) | > loss_1: 31.288251876831055 (32.8969022432963)  --> STEP: 13 | > loss_disc: 2.2197060585021973 (2.41838053556589) | > loss_disc_real_0: 0.06757643818855286 (0.12000652288015072) | > loss_disc_real_1: 0.1967076063156128 (0.21575579620324647) | > loss_disc_real_2: 0.18175707757472992 (0.21188777685165405) | > loss_disc_real_3: 0.20370051264762878 (0.2630212845710608) | > loss_disc_real_4: 0.3116440773010254 (0.31596889060277206) | > loss_disc_real_5: 0.23387928307056427 (0.2433372288942337) | > loss_0: 2.2197060585021973 (2.41838053556589) | > loss_gen: 2.6908841133117676 (2.5465269638941836) | > loss_kl: 2.1422042846679688 (2.623692200734065) | > loss_feat: 8.147968292236328 (6.98340261899508) | > loss_mel: 18.98729705810547 (18.526801916269157) | > loss_duration: 2.2055468559265137 (2.3147090581747203) | > loss_1: 34.17390060424805 (32.99513288644644)  --> STEP: 14 | > loss_disc: 2.7662158012390137 (2.4432259116853987) | > loss_disc_real_0: 0.20060038566589355 (0.12576322736484663) | > loss_disc_real_1: 0.18429894745349884 (0.21350887843540736) | > loss_disc_real_2: 0.3102734684944153 (0.21891532625470841) | > loss_disc_real_3: 0.26280832290649414 (0.26300607302359175) | > loss_disc_real_4: 0.3110271990299225 (0.3156159126332828) | > loss_disc_real_5: 0.27840086817741394 (0.245841774557318) | > loss_0: 2.7662158012390137 (2.4432259116853987) | > loss_gen: 2.473329782485962 (2.5412985937935963) | > loss_kl: 3.342857837677002 (2.6750611748014177) | > loss_feat: 6.977475643157959 (6.982979263578143) | > loss_mel: 20.381162643432617 (18.65925625392369) | > loss_duration: 2.409085988998413 (2.32145026751927) | > loss_1: 35.58391189575195 (33.18004567282541)  --> STEP: 15 | > loss_disc: 2.394676446914673 (2.4399892807006838) | > loss_disc_real_0: 0.07630500942468643 (0.12246601283550262) | > loss_disc_real_1: 0.29277801513671875 (0.21879348754882813) | > loss_disc_real_2: 0.1927269697189331 (0.21716943581899006) | > loss_disc_real_3: 0.1792006939649582 (0.25741904775301616) | > loss_disc_real_4: 0.3091648817062378 (0.31518584390481313) | > loss_disc_real_5: 0.23059937357902527 (0.2448256144920985) | > loss_0: 2.394676446914673 (2.4399892807006838) | > loss_gen: 2.4617013931274414 (2.5359921137491863) | > loss_kl: 3.2690038681030273 (2.714657354354858) | > loss_feat: 7.7108235359191895 (7.031502215067546) | > loss_mel: 18.346017837524414 (18.638373692830402) | > loss_duration: 2.3242647647857666 (2.3216379006703693) | > loss_1: 34.111812591552734 (33.24216346740723)  --> STEP: 16 | > loss_disc: 2.47969126701355 (2.4424706548452377) | > loss_disc_real_0: 0.11257468909025192 (0.12184780510142446) | > loss_disc_real_1: 0.14216263592243195 (0.21400405932217836) | > loss_disc_real_2: 0.2846218943595886 (0.22138521447777748) | > loss_disc_real_3: 0.28537416458129883 (0.2591662425547838) | > loss_disc_real_4: 0.3488447666168213 (0.31728952657431364) | > loss_disc_real_5: 0.240613654255867 (0.24456236697733402) | > loss_0: 2.47969126701355 (2.4424706548452377) | > loss_gen: 2.5801093578338623 (2.5387494415044785) | > loss_kl: 2.4482157230377197 (2.6980047523975372) | > loss_feat: 8.620299339294434 (7.130802035331726) | > loss_mel: 18.799055099487305 (18.64841628074646) | > loss_duration: 2.3719589710235596 (2.324782967567444) | > loss_1: 34.819637298583984 (33.340755581855774)  --> STEP: 17 | > loss_disc: 2.2490670680999756 (2.431093973271987) | > loss_disc_real_0: 0.08621646463871002 (0.11975184389773537) | > loss_disc_real_1: 0.27694475650787354 (0.21770645327427807) | > loss_disc_real_2: 0.1811089664697647 (0.2190160234184826) | > loss_disc_real_3: 0.27104830741882324 (0.2598651875467861) | > loss_disc_real_4: 0.2745996415615082 (0.314778356867678) | > loss_disc_real_5: 0.2531913220882416 (0.2450699525720933) | > loss_0: 2.2490670680999756 (2.431093973271987) | > loss_gen: 2.612917184829712 (2.5431122499353744) | > loss_kl: 2.109870433807373 (2.6634086160098804) | > loss_feat: 6.318727970123291 (7.083032972672406) | > loss_mel: 18.29254150390625 (18.627482470344095) | > loss_duration: 2.3917105197906494 (2.328719882404103) | > loss_1: 31.725767135620117 (33.24575626148897)  --> STEP: 18 | > loss_disc: 2.3293354511260986 (2.42544072204166) | > loss_disc_real_0: 0.14486351609230042 (0.12114693679743344) | > loss_disc_real_1: 0.17511136829853058 (0.21534005966451433) | > loss_disc_real_2: 0.23440998792648315 (0.21987124366892707) | > loss_disc_real_3: 0.24918682873249054 (0.2592719453904364) | > loss_disc_real_4: 0.37291374802589417 (0.31800810082091224) | > loss_disc_real_5: 0.2754836678504944 (0.24675960342089334) | > loss_0: 2.3293354511260986 (2.42544072204166) | > loss_gen: 2.8717780113220215 (2.5613714589012995) | > loss_kl: 2.2311341762542725 (2.639393369356791) | > loss_feat: 10.294234275817871 (7.261433045069377) | > loss_mel: 18.424697875976562 (18.6162166595459) | > loss_duration: 2.2764339447021484 (2.325815108087328) | > loss_1: 36.09827423095703 (33.404229482014976)  --> STEP: 19 | > loss_disc: 2.2124245166778564 (2.414229342811986) | > loss_disc_real_0: 0.09487458318471909 (0.11976418134413268) | > loss_disc_real_1: 0.14552105963230133 (0.21166537545229258) | > loss_disc_real_2: 0.19331124424934387 (0.21847334896263323) | > loss_disc_real_3: 0.23995529115200043 (0.2582552793778871) | > loss_disc_real_4: 0.29011979699134827 (0.3165402953561984) | > loss_disc_real_5: 0.20525775849819183 (0.24457529579338275) | > loss_0: 2.2124245166778564 (2.414229342811986) | > loss_gen: 2.4209139347076416 (2.553978957627949) | > loss_kl: 2.0655837059020996 (2.6091928607539128) | > loss_feat: 9.204928398132324 (7.363722274177952) | > loss_mel: 19.211551666259766 (18.64755008095189) | > loss_duration: 2.2926340103149414 (2.32406873452036) | > loss_1: 35.19561004638672 (33.49851266961349)  --> STEP: 20 | > loss_disc: 2.142444372177124 (2.400640094280243) | > loss_disc_real_0: 0.12304339557886124 (0.1199281420558691) | > loss_disc_real_1: 0.14431394636631012 (0.20829780399799347) | > loss_disc_real_2: 0.19491319358348846 (0.217295341193676) | > loss_disc_real_3: 0.2614022195339203 (0.2584126263856888) | > loss_disc_real_4: 0.2692587077617645 (0.31417621597647666) | > loss_disc_real_5: 0.1905529499053955 (0.24187417849898338) | > loss_0: 2.142444372177124 (2.400640094280243) | > loss_gen: 2.7879042625427246 (2.5656752228736877) | > loss_kl: 1.8554567098617554 (2.571506053209305) | > loss_feat: 6.146500587463379 (7.302861189842224) | > loss_mel: 20.608219146728516 (18.745583534240723) | > loss_duration: 2.3321714401245117 (2.324473869800568) | > loss_1: 33.73025131225586 (33.51009960174561)  --> STEP: 21 | > loss_disc: 2.5726583003997803 (2.4088314374287925) | > loss_disc_real_0: 0.14476937055587769 (0.12111105769872665) | > loss_disc_real_1: 0.2272242158651352 (0.2091990617059526) | > loss_disc_real_2: 0.20808079838752747 (0.21685655344100224) | > loss_disc_real_3: 0.25682923197746277 (0.25833722665196374) | > loss_disc_real_4: 0.27949732542037964 (0.31252484023571014) | > loss_disc_real_5: 0.2179918885231018 (0.24073692659536997) | > loss_0: 2.5726583003997803 (2.4088314374287925) | > loss_gen: 2.116283893585205 (2.5442756357647123) | > loss_kl: 2.5907161235809326 (2.5724208184650967) | > loss_feat: 5.560704708099365 (7.219901357378278) | > loss_mel: 15.720876693725586 (18.601549875168573) | > loss_duration: 2.148013114929199 (2.3160709767114547) | > loss_1: 28.136592864990234 (33.25421832856678)  --> STEP: 22 | > loss_disc: 2.242918014526367 (2.4012899182059546) | > loss_disc_real_0: 0.1135668009519577 (0.12076813693750989) | > loss_disc_real_1: 0.20648688077926636 (0.2090757807547396) | > loss_disc_real_2: 0.19242152571678162 (0.2157458703626286) | > loss_disc_real_3: 0.17114555835723877 (0.2543739690022035) | > loss_disc_real_4: 0.280933141708374 (0.31108885393901303) | > loss_disc_real_5: 0.17043107748031616 (0.23754120618104935) | > loss_0: 2.242918014526367 (2.4012899182059546) | > loss_gen: 2.414802074432373 (2.5383904738859697) | > loss_kl: 2.26011061668396 (2.5582249002023176) | > loss_feat: 7.578675270080566 (7.236209262501109) | > loss_mel: 19.551176071166992 (18.64471470225941) | > loss_duration: 2.178178310394287 (2.3098031282424927) | > loss_1: 33.982940673828125 (33.2873420715332)  --> STEP: 23 | > loss_disc: 2.417719841003418 (2.4020042626754092) | > loss_disc_real_0: 0.23951220512390137 (0.12593092251083124) | > loss_disc_real_1: 0.22482404112815857 (0.20976048772749695) | > loss_disc_real_2: 0.22854472696781158 (0.2163023423889409) | > loss_disc_real_3: 0.2675081193447113 (0.25494501901709515) | > loss_disc_real_4: 0.24919769167900085 (0.30839793384075165) | > loss_disc_real_5: 0.1979687362909317 (0.2358206640119138) | > loss_0: 2.417719841003418 (2.4020042626754092) | > loss_gen: 2.4522511959075928 (2.5346452878869097) | > loss_kl: 2.451305389404297 (2.553576225819795) | > loss_feat: 5.618098735809326 (7.1658566309058145) | > loss_mel: 17.218795776367188 (18.582718227220617) | > loss_duration: 2.2526748180389404 (2.3073192886684253) | > loss_1: 29.993125915527344 (33.14411528214164)  --> STEP: 24 | > loss_disc: 2.494954824447632 (2.405877202749252) | > loss_disc_real_0: 0.10455834865570068 (0.1250403986002008) | > loss_disc_real_1: 0.3256993889808655 (0.21459127527972063) | > loss_disc_real_2: 0.18675144016742706 (0.2150710547963778) | > loss_disc_real_3: 0.26521429419517517 (0.25537290548284847) | > loss_disc_real_4: 0.3071579933166504 (0.30834626965224743) | > loss_disc_real_5: 0.27439644932746887 (0.23742798840006193) | > loss_0: 2.494954824447632 (2.405877202749252) | > loss_gen: 2.449899196624756 (2.5311142007509866) | > loss_kl: 2.492251396179199 (2.55102102458477) | > loss_feat: 5.072571277618408 (7.078636407852173) | > loss_mel: 18.854305267333984 (18.59403435389201) | > loss_duration: 2.422537088394165 (2.312120030323664) | > loss_1: 31.29156494140625 (33.066925684611)  --> STEP: 25 | > loss_disc: 2.603764533996582 (2.413792695999145) | > loss_disc_real_0: 0.10667584836483002 (0.12430581659078598) | > loss_disc_real_1: 0.2516213357448578 (0.2160724776983261) | > loss_disc_real_2: 0.24849282205104828 (0.21640792548656462) | > loss_disc_real_3: 0.23805099725723267 (0.2546800291538239) | > loss_disc_real_4: 0.31259170174598694 (0.308516086935997) | > loss_disc_real_5: 0.27852416038513184 (0.2390718352794647) | > loss_0: 2.603764533996582 (2.413792695999145) | > loss_gen: 2.445585250854492 (2.5276930427551267) | > loss_kl: 2.099496841430664 (2.532960057258606) | > loss_feat: 7.104645252227783 (7.079676761627197) | > loss_mel: 14.028874397277832 (18.411427955627442) | > loss_duration: 2.3442864418029785 (2.313406686782837) | > loss_1: 28.02288818359375 (32.86516418457031)  --> STEP: 26 | > loss_disc: 2.736196756362915 (2.426192852166982) | > loss_disc_real_0: 0.15878956019878387 (0.1256321144218628) | > loss_disc_real_1: 0.3651725947856903 (0.22180709758630165) | > loss_disc_real_2: 0.21159669756889343 (0.2162228782589619) | > loss_disc_real_3: 0.2782905101776123 (0.25558812457781577) | > loss_disc_real_4: 0.2968200445175171 (0.3080662391506709) | > loss_disc_real_5: 0.269472599029541 (0.24024109542369843) | > loss_0: 2.736196756362915 (2.426192852166982) | > loss_gen: 2.081291913986206 (2.510523768571707) | > loss_kl: 2.3041839599609375 (2.524160976593311) | > loss_feat: 3.294800043106079 (6.934104580145616) | > loss_mel: 13.563783645629883 (18.224980097550613) | > loss_duration: 2.2716150283813477 (2.3117993153058567) | > loss_1: 23.515674591064453 (32.50556843097393) --> EVAL PERFORMANCE | > avg_loader_time: 0.002458003851083609 (-4.262190598707926e-05) | > avg_loss_disc: 2.426192852166982 (+0.06807339649933963) | > avg_loss_disc_real_0: 0.1256321144218628 (-0.05958894697519451) | > avg_loss_disc_real_1: 0.22180709758630165 (+0.0001490230743701748) | > avg_loss_disc_real_2: 0.2162228782589619 (-0.0022632536979822204) | > avg_loss_disc_real_3: 0.25558812457781577 (+0.01830335993033194) | > avg_loss_disc_real_4: 0.3080662391506709 (+0.06226518635566419) | > avg_loss_disc_real_5: 0.24024109542369843 (+0.023827898674286335) | > avg_loss_0: 2.426192852166982 (+0.06807339649933963) | > avg_loss_gen: 2.510523768571707 (-0.11429599615243768) | > avg_loss_kl: 2.524160976593311 (-0.13213435044655464) | > avg_loss_feat: 6.934104580145616 (-0.07570750896747303) | > avg_loss_mel: 18.224980097550613 (-0.051459202399616544) | > avg_loss_duration: 2.3117993153058567 (+0.00175056090721748) | > avg_loss_1: 32.50556843097393 (-0.37184722606952647)  > EPOCH: 360/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:50:57)   --> TIME: 2024-06-11 06:51:06 -- STEP: 24/330 -- GLOBAL_STEP: 206825 | > loss_disc: 2.390603542327881 (2.3111397027969365) | > loss_disc_real_0: 0.09965941309928894 (0.10385128855705261) | > loss_disc_real_1: 0.16946527361869812 (0.2010014969855547) | > loss_disc_real_2: 0.25009313225746155 (0.21816940481464067) | > loss_disc_real_3: 0.23103947937488556 (0.2243637622644504) | > loss_disc_real_4: 0.2316998541355133 (0.22807923642297587) | > loss_disc_real_5: 0.23497773706912994 (0.21630851551890373) | > loss_0: 2.390603542327881 (2.3111397027969365) | > grad_norm_0: tensor(6.8208, device='cuda:0') (tensor(7.5788, device='cuda:0')) | > loss_gen: 2.5869498252868652 (2.545540183782577) | > loss_kl: 1.7630900144577026 (1.7964159200588863) | > loss_feat: 8.01522159576416 (7.3407830993334455) | > loss_mel: 18.455379486083984 (18.487850030263264) | > loss_duration: 2.0057506561279297 (2.1023752192656207) | > loss_1: 32.826393127441406 (32.27296439806621) | > grad_norm_1: tensor(66.0003, device='cuda:0') (tensor(74.2849, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3437 (0.3469468653202057) | > loader_time: 0.0031 (0.0031365156173706055)  --> TIME: 2024-06-11 06:51:15 -- STEP: 49/330 -- GLOBAL_STEP: 206850 | > loss_disc: 2.2076234817504883 (2.317485692549725) | > loss_disc_real_0: 0.10935108363628387 (0.10789483892066139) | > loss_disc_real_1: 0.20776861906051636 (0.1978817560843059) | > loss_disc_real_2: 0.2203671634197235 (0.21563410698151103) | > loss_disc_real_3: 0.21341511607170105 (0.22738829863314725) | > loss_disc_real_4: 0.20493535697460175 (0.22662563865282098) | > loss_disc_real_5: 0.19318440556526184 (0.21728777611742214) | > loss_0: 2.2076234817504883 (2.317485692549725) | > grad_norm_0: tensor(9.7458, device='cuda:0') (tensor(8.6860, device='cuda:0')) | > loss_gen: 2.6132397651672363 (2.537977257553411) | > loss_kl: 1.8027960062026978 (1.8213019322375863) | > loss_feat: 7.71755838394165 (7.292847351152069) | > loss_mel: 18.23362922668457 (18.482399804251536) | > loss_duration: 1.9660704135894775 (2.0539584257164787) | > loss_1: 32.33329391479492 (32.188484697925794) | > grad_norm_1: tensor(71.6890, device='cuda:0') (tensor(87.0503, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3691 (0.352745990363919) | > loader_time: 0.004 (0.0033483115994200415)  --> TIME: 2024-06-11 06:51:25 -- STEP: 74/330 -- GLOBAL_STEP: 206875 | > loss_disc: 2.326974391937256 (2.3065150074056677) | > loss_disc_real_0: 0.1419963538646698 (0.10837094012547184) | > loss_disc_real_1: 0.22053951025009155 (0.1963013531388463) | > loss_disc_real_2: 0.22189563512802124 (0.21365430467837565) | > loss_disc_real_3: 0.25180938839912415 (0.22575460696542585) | > loss_disc_real_4: 0.2664499580860138 (0.22627783123705839) | > loss_disc_real_5: 0.23850145936012268 (0.2158308095625929) | > loss_0: 2.326974391937256 (2.3065150074056677) | > grad_norm_0: tensor(22.4150, device='cuda:0') (tensor(9.1630, device='cuda:0')) | > loss_gen: 2.8195900917053223 (2.548805781312891) | > loss_kl: 1.9992657899856567 (1.8452190257407524) | > loss_feat: 7.794189453125 (7.376591772646518) | > loss_mel: 18.62087059020996 (18.45481248804041) | > loss_duration: 1.9442626237869263 (2.0360338317381377) | > loss_1: 33.17817687988281 (32.2614629075334) | > grad_norm_1: tensor(315.2258, device='cuda:0') (tensor(105.1220, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3974 (0.3657719605677837) | > loader_time: 0.0041 (0.0035081296353726772)  --> TIME: 2024-06-11 06:51:35 -- STEP: 99/330 -- GLOBAL_STEP: 206900 | > loss_disc: 2.323089838027954 (2.306115085428411) | > loss_disc_real_0: 0.08213809132575989 (0.10859705229299237) | > loss_disc_real_1: 0.19215576350688934 (0.19712037766220591) | > loss_disc_real_2: 0.23202238976955414 (0.21207064676164378) | > loss_disc_real_3: 0.222694993019104 (0.22597245525832127) | > loss_disc_real_4: 0.2182491272687912 (0.22600872062071406) | > loss_disc_real_5: 0.2003943920135498 (0.21662514814824768) | > loss_0: 2.323089838027954 (2.306115085428411) | > grad_norm_0: tensor(13.5109, device='cuda:0') (tensor(10.9301, device='cuda:0')) | > loss_gen: 2.522369146347046 (2.5408617221947862) | > loss_kl: 1.792792558670044 (1.8444166412257186) | > loss_feat: 7.096059322357178 (7.326227655314436) | > loss_mel: 18.040401458740234 (18.397445967703156) | > loss_duration: 2.0341062545776367 (2.0343198764203794) | > loss_1: 31.485729217529297 (32.143271937514804) | > grad_norm_1: tensor(182.6481, device='cuda:0') (tensor(126.9738, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3769 (0.37024970006461094) | > loader_time: 0.004 (0.00369968077149054)  --> TIME: 2024-06-11 06:51:45 -- STEP: 124/330 -- GLOBAL_STEP: 206925 | > loss_disc: 2.1919147968292236 (2.3123292288472577) | > loss_disc_real_0: 0.0864439383149147 (0.10944063372669681) | > loss_disc_real_1: 0.18024998903274536 (0.19695328139970378) | > loss_disc_real_2: 0.20971010625362396 (0.21223648589464925) | > loss_disc_real_3: 0.2167576253414154 (0.22723779250537196) | > loss_disc_real_4: 0.21558956801891327 (0.2257522021330172) | > loss_disc_real_5: 0.20179511606693268 (0.21747982117437548) | > loss_0: 2.1919147968292236 (2.3123292288472577) | > grad_norm_0: tensor(13.6958, device='cuda:0') (tensor(12.7375, device='cuda:0')) | > loss_gen: 2.575655698776245 (2.5329669367882506) | > loss_kl: 1.7422196865081787 (1.8490870719955814) | > loss_feat: 7.305918216705322 (7.2802410933279225) | > loss_mel: 18.424325942993164 (18.37644475506198) | > loss_duration: 2.0521116256713867 (2.0360323142620826) | > loss_1: 32.1002311706543 (32.07477226564963) | > grad_norm_1: tensor(359.8866, device='cuda:0') (tensor(154.3882, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3744 (0.3722947124511965) | > loader_time: 0.0039 (0.0038276853099946054)  --> TIME: 2024-06-11 06:51:54 -- STEP: 149/330 -- GLOBAL_STEP: 206950 | > loss_disc: 2.3289384841918945 (2.3144747938885795) | > loss_disc_real_0: 0.09488412737846375 (0.10949052165218648) | > loss_disc_real_1: 0.18596264719963074 (0.1969083473586396) | > loss_disc_real_2: 0.21948273479938507 (0.21265583120336468) | > loss_disc_real_3: 0.2141893357038498 (0.22743787311467548) | > loss_disc_real_4: 0.20314617455005646 (0.2258429880310225) | > loss_disc_real_5: 0.2252434641122818 (0.2171775851673728) | > loss_0: 2.3289384841918945 (2.3144747938885795) | > grad_norm_0: tensor(13.9308, device='cuda:0') (tensor(14.2941, device='cuda:0')) | > loss_gen: 2.52406644821167 (2.531672692138877) | > loss_kl: 1.7587236166000366 (1.8470927292868595) | > loss_feat: 6.983892440795898 (7.2762452611987225) | > loss_mel: 18.23996925354004 (18.356347948112738) | > loss_duration: 2.0694422721862793 (2.038268885356468) | > loss_1: 31.576095581054688 (32.049627598500095) | > grad_norm_1: tensor(266.3890, device='cuda:0') (tensor(179.6348, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3735 (0.3724152737815908) | > loader_time: 0.0039 (0.003889517496096208)  --> TIME: 2024-06-11 06:52:04 -- STEP: 174/330 -- GLOBAL_STEP: 206975 | > loss_disc: 2.330195188522339 (2.3164870780089806) | > loss_disc_real_0: 0.0973777174949646 (0.11039053430331164) | > loss_disc_real_1: 0.19992320239543915 (0.19720448373720564) | > loss_disc_real_2: 0.21516506373882294 (0.2133034824811179) | > loss_disc_real_3: 0.24107718467712402 (0.22694566648924488) | > loss_disc_real_4: 0.20554961264133453 (0.22538325918474417) | > loss_disc_real_5: 0.24641303718090057 (0.21708047843870076) | > loss_0: 2.330195188522339 (2.3164870780089806) | > grad_norm_0: tensor(18.3201, device='cuda:0') (tensor(16.8268, device='cuda:0')) | > loss_gen: 2.6273467540740967 (2.536789942061764) | > loss_kl: 1.8549721240997314 (1.8542090688628712) | > loss_feat: 7.620880126953125 (7.273038784662883) | > loss_mel: 18.43283462524414 (18.325261466804587) | > loss_duration: 2.127476692199707 (2.0426278737769725) | > loss_1: 32.663509368896484 (32.031927130688196) | > grad_norm_1: tensor(495.2620, device='cuda:0') (tensor(202.5549, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.3879 (0.3733681111500181) | > loader_time: 0.0043 (0.003952046920513284)  --> TIME: 2024-06-11 06:52:14 -- STEP: 199/330 -- GLOBAL_STEP: 207000 | > loss_disc: 2.3745267391204834 (2.3232244390938157) | > loss_disc_real_0: 0.1883743703365326 (0.11233161816644908) | > loss_disc_real_1: 0.24197573959827423 (0.19755023448311504) | > loss_disc_real_2: 0.20613409578800201 (0.21306773346273145) | > loss_disc_real_3: 0.254800021648407 (0.22765856254939457) | > loss_disc_real_4: 0.250165194272995 (0.2258828302573918) | > loss_disc_real_5: 0.24075806140899658 (0.21750554592166116) | > loss_0: 2.3745267391204834 (2.3232244390938157) | > grad_norm_0: tensor(25.2093, device='cuda:0') (tensor(20.4369, device='cuda:0')) | > loss_gen: 2.8335342407226562 (2.538899603800558) | > loss_kl: 1.7872227430343628 (1.8605805539605607) | > loss_feat: 7.061647415161133 (7.2736387899772605) | > loss_mel: 18.408611297607422 (18.277284133374383) | > loss_duration: 2.152545928955078 (2.0496881074042763) | > loss_1: 32.243560791015625 (32.00009117893237) | > grad_norm_1: tensor(340.9549, device='cuda:0') (tensor(231.5007, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.4049 (0.37550197294609033) | > loader_time: 0.0045 (0.0040411649636886825) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_207000.pth  --> TIME: 2024-06-11 06:52:30 -- STEP: 224/330 -- GLOBAL_STEP: 207025 | > loss_disc: 2.167750120162964 (2.3233024179935478) | > loss_disc_real_0: 0.074777752161026 (0.1126256880483457) | > loss_disc_real_1: 0.1893383413553238 (0.19774983903127058) | > loss_disc_real_2: 0.19326439499855042 (0.21319575707561203) | > loss_disc_real_3: 0.21637198328971863 (0.22776269440406136) | > loss_disc_real_4: 0.18274453282356262 (0.22565634116264327) | > loss_disc_real_5: 0.18758155405521393 (0.21762450624789512) | > loss_0: 2.167750120162964 (2.3233024179935478) | > grad_norm_0: tensor(34.5628, device='cuda:0') (tensor(22.7607, device='cuda:0')) | > loss_gen: 2.5598998069763184 (2.5423363085303983) | > loss_kl: 1.905478596687317 (1.866898407361337) | > loss_feat: 8.507163047790527 (7.28585427573749) | > loss_mel: 18.83064842224121 (18.237057898725762) | > loss_duration: 2.1617066860198975 (2.0566042666988715) | > loss_1: 33.96489715576172 (31.988751104899794) | > grad_norm_1: tensor(558.9953, device='cuda:0') (tensor(249.7762, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.4228 (0.3808465525507927) | > loader_time: 0.0055 (0.004228695162705009)  --> TIME: 2024-06-11 06:52:41 -- STEP: 249/330 -- GLOBAL_STEP: 207050 | > loss_disc: 2.253999710083008 (2.3258072343696092) | > loss_disc_real_0: 0.08486568927764893 (0.11350589814075983) | > loss_disc_real_1: 0.19059355556964874 (0.19824914215319606) | > loss_disc_real_2: 0.17205208539962769 (0.21284796890006008) | > loss_disc_real_3: 0.23609083890914917 (0.2280895078637035) | > loss_disc_real_4: 0.23493944108486176 (0.22555097512691374) | > loss_disc_real_5: 0.19856709241867065 (0.21732770193772144) | > loss_0: 2.253999710083008 (2.3258072343696092) | > grad_norm_0: tensor(20.9191, device='cuda:0') (tensor(23.6150, device='cuda:0')) | > loss_gen: 2.5318806171417236 (2.538009557379297) | > loss_kl: 1.9836317300796509 (1.8659043106209323) | > loss_feat: 7.525899410247803 (7.281170846946747) | > loss_mel: 18.530834197998047 (18.20641935111048) | > loss_duration: 2.119197368621826 (2.0643734726082377) | > loss_1: 32.691444396972656 (31.95587746493786) | > grad_norm_1: tensor(316.1427, device='cuda:0') (tensor(256.4575, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.4269 (0.3852889231409892) | > loader_time: 0.0058 (0.00435920317010228)  --> TIME: 2024-06-11 06:52:52 -- STEP: 274/330 -- GLOBAL_STEP: 207075 | > loss_disc: 2.369218349456787 (2.3266104833923134) | > loss_disc_real_0: 0.14265838265419006 (0.11368221098924204) | > loss_disc_real_1: 0.19111481308937073 (0.1987406542918978) | > loss_disc_real_2: 0.20971624553203583 (0.2126491313976963) | > loss_disc_real_3: 0.2081158310174942 (0.22781847732780627) | > loss_disc_real_4: 0.19895125925540924 (0.22561035354207032) | > loss_disc_real_5: 0.21516643464565277 (0.2172915634230106) | > loss_0: 2.369218349456787 (2.3266104833923134) | > grad_norm_0: tensor(75.4358, device='cuda:0') (tensor(24.5034, device='cuda:0')) | > loss_gen: 2.5948877334594727 (2.534719416694919) | > loss_kl: 1.8530443906784058 (1.8685386846535397) | > loss_feat: 7.855659484863281 (7.290295115352547) | > loss_mel: 17.727663040161133 (18.170235313638265) | > loss_duration: 2.1494836807250977 (2.072224391202858) | > loss_1: 32.18073654174805 (31.936012845839883) | > grad_norm_1: tensor(523.4334, device='cuda:0') (tensor(269.8920, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.4551 (0.39041167802184173) | > loader_time: 0.0069 (0.004526010394966512)  --> TIME: 2024-06-11 06:53:04 -- STEP: 299/330 -- GLOBAL_STEP: 207100 | > loss_disc: 2.319204330444336 (2.327579127506271) | > loss_disc_real_0: 0.07993563264608383 (0.11431087301825998) | > loss_disc_real_1: 0.24540942907333374 (0.19925140123502863) | > loss_disc_real_2: 0.20531845092773438 (0.21279445116137183) | > loss_disc_real_3: 0.19336557388305664 (0.2277521536402081) | > loss_disc_real_4: 0.18954338133335114 (0.22520015545712666) | > loss_disc_real_5: 0.198726087808609 (0.21761741880389765) | > loss_0: 2.319204330444336 (2.327579127506271) | > grad_norm_0: tensor(36.6321, device='cuda:0') (tensor(26.8194, device='cuda:0')) | > loss_gen: 2.4219064712524414 (2.5358858299893288) | > loss_kl: 1.8593411445617676 (1.8703858760687022) | > loss_feat: 7.396553039550781 (7.314183399430087) | > loss_mel: 18.61307144165039 (18.154442126934327) | > loss_duration: 2.2279746532440186 (2.082097742868508) | > loss_1: 32.51884460449219 (31.956994908310485) | > grad_norm_1: tensor(479.0735, device='cuda:0') (tensor(291.3272, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.46 (0.3967060588275312) | > loader_time: 0.0073 (0.004716019965334478)  --> TIME: 2024-06-11 06:53:18 -- STEP: 324/330 -- GLOBAL_STEP: 207125 | > loss_disc: 2.435988664627075 (2.332585247946376) | > loss_disc_real_0: 0.12961286306381226 (0.11525688798707208) | > loss_disc_real_1: 0.19254513084888458 (0.19991567468753568) | > loss_disc_real_2: 0.31086355447769165 (0.21355096798068213) | > loss_disc_real_3: 0.30340275168418884 (0.22811067752816064) | > loss_disc_real_4: 0.295312762260437 (0.22581031003300053) | > loss_disc_real_5: 0.24463878571987152 (0.21794763501779538) | > loss_0: 2.435988664627075 (2.332585247946376) | > grad_norm_0: tensor(46.0244, device='cuda:0') (tensor(28.3663, device='cuda:0')) | > loss_gen: 2.3318607807159424 (2.537410017884809) | > loss_kl: 1.995034098625183 (1.876781349564776) | > loss_feat: 8.808968544006348 (7.359031094445123) | > loss_mel: 17.72248649597168 (18.12684928046331) | > loss_duration: 2.2898802757263184 (2.0957476088294293) | > loss_1: 33.148231506347656 (31.995819250742585) | > grad_norm_1: tensor(486.6512, device='cuda:0') (tensor(302.2042, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.602 (0.4085644211298157) | > loader_time: 0.0097 (0.00500848411042013)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4857072830200195 (2.4857072830200195) | > loss_disc_real_0: 0.10072729736566544 (0.10072729736566544) | > loss_disc_real_1: 0.20022282004356384 (0.20022282004356384) | > loss_disc_real_2: 0.30048105120658875 (0.30048105120658875) | > loss_disc_real_3: 0.247834712266922 (0.247834712266922) | > loss_disc_real_4: 0.21437296271324158 (0.21437296271324158) | > loss_disc_real_5: 0.3366469740867615 (0.3366469740867615) | > loss_0: 2.4857072830200195 (2.4857072830200195) | > loss_gen: 2.54355788230896 (2.54355788230896) | > loss_kl: 2.4708001613616943 (2.4708001613616943) | > loss_feat: 5.988525867462158 (5.988525867462158) | > loss_mel: 14.188591957092285 (14.188591957092285) | > loss_duration: 2.841007709503174 (2.841007709503174) | > loss_1: 28.03248405456543 (28.03248405456543)  --> STEP: 1 | > loss_disc: 2.3111376762390137 (2.3111376762390137) | > loss_disc_real_0: 0.0654928982257843 (0.0654928982257843) | > loss_disc_real_1: 0.17736537754535675 (0.17736537754535675) | > loss_disc_real_2: 0.24529929459095 (0.24529929459095) | > loss_disc_real_3: 0.22578386962413788 (0.22578386962413788) | > loss_disc_real_4: 0.19861774146556854 (0.19861774146556854) | > loss_disc_real_5: 0.1728156954050064 (0.1728156954050064) | > loss_0: 2.3111376762390137 (2.3111376762390137) | > loss_gen: 2.1754941940307617 (2.1754941940307617) | > loss_kl: 2.864840269088745 (2.864840269088745) | > loss_feat: 5.473861217498779 (5.473861217498779) | > loss_mel: 16.16744041442871 (16.16744041442871) | > loss_duration: 2.375509262084961 (2.375509262084961) | > loss_1: 29.057146072387695 (29.057146072387695)  --> STEP: 2 | > loss_disc: 2.305654764175415 (2.3083962202072144) | > loss_disc_real_0: 0.054331883788108826 (0.059912391006946564) | > loss_disc_real_1: 0.2363155484199524 (0.20684046298265457) | > loss_disc_real_2: 0.3368343412876129 (0.29106681793928146) | > loss_disc_real_3: 0.2799431383609772 (0.2528635039925575) | > loss_disc_real_4: 0.22034816443920135 (0.20948295295238495) | > loss_disc_real_5: 0.23427626490592957 (0.203545980155468) | > loss_0: 2.305654764175415 (2.3083962202072144) | > loss_gen: 2.7194314002990723 (2.447462797164917) | > loss_kl: 3.3118679523468018 (3.0883541107177734) | > loss_feat: 6.477543830871582 (5.975702524185181) | > loss_mel: 18.45585060119629 (17.3116455078125) | > loss_duration: 2.464026689529419 (2.41976797580719) | > loss_1: 33.42871856689453 (31.242932319641113)  --> STEP: 3 | > loss_disc: 2.064380645751953 (2.227057695388794) | > loss_disc_real_0: 0.0979926586151123 (0.07260581354300182) | > loss_disc_real_1: 0.17765362560749054 (0.19711151719093323) | > loss_disc_real_2: 0.2537764608860016 (0.2786366989215215) | > loss_disc_real_3: 0.18702417612075806 (0.23091706136862436) | > loss_disc_real_4: 0.1267700046300888 (0.18191197017828623) | > loss_disc_real_5: 0.2049829214811325 (0.20402496059735617) | > loss_0: 2.064380645751953 (2.227057695388794) | > loss_gen: 2.500112771987915 (2.465012788772583) | > loss_kl: 2.242304563522339 (2.806337594985962) | > loss_feat: 7.534818649291992 (6.495407899220784) | > loss_mel: 16.15802764892578 (16.927106221516926) | > loss_duration: 2.2414438724517822 (2.360326608022054) | > loss_1: 30.676706314086914 (31.054190317789715)  --> STEP: 4 | > loss_disc: 2.3727355003356934 (2.263477146625519) | > loss_disc_real_0: 0.07316669821739197 (0.07274603471159935) | > loss_disc_real_1: 0.14671669900417328 (0.18451281264424324) | > loss_disc_real_2: 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loss_disc_real_5: 0.19955162703990936 (0.21591593325138092) | > loss_0: 2.285588264465332 (2.2678993701934815) | > loss_gen: 2.4643077850341797 (2.4571245193481444) | > loss_kl: 2.355304479598999 (2.844694662094116) | > loss_feat: 5.845890045166016 (6.211904239654541) | > loss_mel: 18.811140060424805 (17.582310485839844) | > loss_duration: 2.356814384460449 (2.3249228954315186) | > loss_1: 31.833457946777344 (31.420956420898438)  --> STEP: 6 | > loss_disc: 2.467409133911133 (2.301150997479757) | > loss_disc_real_0: 0.14707499742507935 (0.08626707022388776) | > loss_disc_real_1: 0.14321741461753845 (0.17981466402610144) | > loss_disc_real_2: 0.3351191580295563 (0.29449546585480374) | > loss_disc_real_3: 0.25533556938171387 (0.23825728644927344) | > loss_disc_real_4: 0.2326742708683014 (0.20367523282766342) | > loss_disc_real_5: 0.332161009311676 (0.23529011259476343) | > loss_0: 2.467409133911133 (2.301150997479757) | > loss_gen: 2.54854416847229 (2.472361127535502) | > loss_kl: 3.0691397190093994 (2.8821021715799966) | > loss_feat: 5.610269546508789 (6.111631790796916) | > loss_mel: 19.038022994995117 (17.824929237365723) | > loss_duration: 2.173405885696411 (2.2996700604756675) | > loss_1: 32.43938064575195 (31.590693791707356)  --> STEP: 7 | > loss_disc: 2.5493454933166504 (2.336607354027884) | > loss_disc_real_0: 0.07679317146539688 (0.08491365611553192) | > loss_disc_real_1: 0.21629738807678223 (0.18502648174762726) | > loss_disc_real_2: 0.22955334186553955 (0.28521801957062315) | > loss_disc_real_3: 0.23606164753437042 (0.23794362374714442) | > loss_disc_real_4: 0.2545994818210602 (0.2109501255410058) | > loss_disc_real_5: 0.28642016649246216 (0.2425944060087204) | > loss_0: 2.5493454933166504 (2.336607354027884) | > loss_gen: 2.135776996612549 (2.4242776802607944) | > loss_kl: 3.3109657764434814 (2.9433684008462087) | > loss_feat: 4.542776107788086 (5.887509550367083) | > loss_mel: 17.355854034423828 (17.757918494088308) | > loss_duration: 2.51777982711792 (2.3308285985674178) | > loss_1: 29.86315155029297 (31.343902042933873)  --> STEP: 8 | > loss_disc: 2.3840296268463135 (2.342535138130188) | > loss_disc_real_0: 0.09621529281139374 (0.08632636070251465) | > loss_disc_real_1: 0.19216175377368927 (0.185918390750885) | > loss_disc_real_2: 0.24173042178153992 (0.2797820698469877) | > loss_disc_real_3: 0.2602241337299347 (0.2407286874949932) | > loss_disc_real_4: 0.21942473948001862 (0.21200945228338242) | > loss_disc_real_5: 0.27989670634269714 (0.2472571935504675) | > loss_0: 2.3840296268463135 (2.342535138130188) | > loss_gen: 2.3597898483276367 (2.41621670126915) | > loss_kl: 2.9989538192749023 (2.9503165781497955) | > loss_feat: 7.70751428604126 (6.115010142326355) | > loss_mel: 17.55889129638672 (17.73304009437561) | > loss_duration: 2.1857733726501465 (2.312696695327759) | > loss_1: 32.81092071533203 (31.527279376983643)  --> STEP: 9 | > loss_disc: 2.464768886566162 (2.356116665734185) | > loss_disc_real_0: 0.14448493719100952 (0.09278842475679186) | > loss_disc_real_1: 0.2134857326745987 (0.18898142874240875) | > loss_disc_real_2: 0.2875988483428955 (0.2806506007909775) | > loss_disc_real_3: 0.19469979405403137 (0.235614366001553) | > loss_disc_real_4: 0.11373520642518997 (0.20109009163247216) | > loss_disc_real_5: 0.18300440907478333 (0.24011799527539146) | > loss_0: 2.464768886566162 (2.356116665734185) | > loss_gen: 2.010240077972412 (2.3711081875695124) | > loss_kl: 2.168391227722168 (2.863435983657837) | > loss_feat: 8.567152976989746 (6.387470457288954) | > loss_mel: 19.887434005737305 (17.97241719563802) | > loss_duration: 2.145089626312256 (2.2940736876593695) | > loss_1: 34.77830505371094 (31.888504452175564)  --> STEP: 10 | > loss_disc: 2.2165114879608154 (2.3421561479568482) | > loss_disc_real_0: 0.10444428771734238 (0.09395401105284691) | > loss_disc_real_1: 0.19466303288936615 (0.1895495891571045) | > loss_disc_real_2: 0.25969287753105164 (0.2785548284649849) | > loss_disc_real_3: 0.19525068998336792 (0.2315779983997345) | > loss_disc_real_4: 0.14296038448810577 (0.1952771209180355) | > loss_disc_real_5: 0.16898904740810394 (0.23300510048866271) | > loss_0: 2.2165114879608154 (2.3421561479568482) | > loss_gen: 2.4685733318328857 (2.3808547019958497) | > loss_kl: 2.4686477184295654 (2.82395715713501) | > loss_feat: 8.58139705657959 (6.606863117218017) | > loss_mel: 19.76657485961914 (18.15183296203613) | > loss_duration: 2.3131062984466553 (2.2959769487380983) | > loss_1: 35.59830093383789 (32.259484100341794)  --> STEP: 11 | > loss_disc: 2.421705484390259 (2.349387905814431) | > loss_disc_real_0: 0.09269385039806366 (0.09383945099332115) | > loss_disc_real_1: 0.21827182173728943 (0.19216070120984857) | > loss_disc_real_2: 0.30228644609451294 (0.28071224824948743) | > loss_disc_real_3: 0.24848884344100952 (0.23311534794894131) | > loss_disc_real_4: 0.1846257597208023 (0.19430881535465067) | > loss_disc_real_5: 0.264956533908844 (0.23590977625413376) | > loss_0: 2.421705484390259 (2.349387905814431) | > loss_gen: 2.3251333236694336 (2.3757891221479936) | > loss_kl: 2.574910879135132 (2.801316586407748) | > loss_feat: 7.039186000823975 (6.646165197545832) | > loss_mel: 17.79619789123535 (18.119502501054242) | > loss_duration: 2.482692241668701 (2.3129510662772437) | > loss_1: 32.21812057495117 (32.25572377985174)  --> STEP: 12 | > loss_disc: 2.1982648372650146 (2.3367943167686467) | > loss_disc_real_0: 0.0680072009563446 (0.09168676349023978) | > loss_disc_real_1: 0.22135719656944275 (0.19459374248981476) | > loss_disc_real_2: 0.2854466736316681 (0.2811067836980025) | > loss_disc_real_3: 0.23085622489452362 (0.2329270876944065) | > loss_disc_real_4: 0.1780088245868683 (0.19295048279066881) | > loss_disc_real_5: 0.2466355711221695 (0.23680359249313673) | > loss_0: 2.1982648372650146 (2.3367943167686467) | > loss_gen: 2.7072720527648926 (2.403412699699402) | > loss_kl: 2.0750255584716797 (2.7407923340797424) | > loss_feat: 7.286715030670166 (6.699544350306193) | > loss_mel: 18.819902420043945 (18.17786916097005) | > loss_duration: 2.25718355178833 (2.3083037734031673) | > loss_1: 33.14609909057617 (32.32992172241211)  --> STEP: 13 | > loss_disc: 2.4320101737976074 (2.3441186134631824) | > loss_disc_real_0: 0.0981563925743103 (0.09218442726593751) | > loss_disc_real_1: 0.29151877760887146 (0.20204951442204988) | > loss_disc_real_2: 0.2740745544433594 (0.2805658429861069) | > loss_disc_real_3: 0.27249234914779663 (0.23597056934466729) | > loss_disc_real_4: 0.18279418349266052 (0.19216922899851432) | > loss_disc_real_5: 0.2818288803100586 (0.24026707617136148) | > loss_0: 2.4320101737976074 (2.3441186134631824) | > loss_gen: 2.420874834060669 (2.404755940804115) | > loss_kl: 2.393969774246216 (2.7141136756310096) | > loss_feat: 5.729002952575684 (6.624887319711538) | > loss_mel: 17.896739959716797 (18.156243837796726) | > loss_duration: 2.2013678550720215 (2.3000779335315404) | > loss_1: 30.641956329345703 (32.20007823063777)  --> STEP: 14 | > loss_disc: 2.4959144592285156 (2.3549611738749916) | > loss_disc_real_0: 0.11943534761667252 (0.0941309215767043) | > loss_disc_real_1: 0.2364770919084549 (0.20450862709965026) | > loss_disc_real_2: 0.2571497857570648 (0.27889326746974674) | > loss_disc_real_3: 0.2404269129037857 (0.23628887959889003) | > loss_disc_real_4: 0.15561580657958984 (0.18955827025430544) | > loss_disc_real_5: 0.21847695112228394 (0.23871063866785594) | > loss_0: 2.4959144592285156 (2.3549611738749916) | > loss_gen: 2.1816861629486084 (2.388822385243007) | > loss_kl: 2.9203028678894043 (2.728841475078038) | > loss_feat: 6.683868408203125 (6.629100254603794) | > loss_mel: 19.34764289855957 (18.241343770708358) | > loss_duration: 2.4200053215026855 (2.3086441755294795) | > loss_1: 33.553504943847656 (32.29675156729562)  --> STEP: 15 | > loss_disc: 2.1844422817230225 (2.343593247731527) | > loss_disc_real_0: 0.06730233132839203 (0.09234234889348349) | > loss_disc_real_1: 0.14304345846176147 (0.20041094919045765) | > loss_disc_real_2: 0.27302104234695435 (0.2785017857948939) | > loss_disc_real_3: 0.24809814989566803 (0.2370761642853419) | > loss_disc_real_4: 0.15288569033145905 (0.18711343159278235) | > loss_disc_real_5: 0.2429557591676712 (0.23899364670117695) | > loss_0: 2.1844422817230225 (2.343593247731527) | > loss_gen: 2.437643051147461 (2.392077096303304) | > loss_kl: 3.0998260974884033 (2.753573783238729) | > loss_feat: 9.480755805969238 (6.819210624694824) | > loss_mel: 19.3680419921875 (18.316456985473632) | > loss_duration: 2.3054633140563965 (2.3084321180979406) | > loss_1: 36.69173049926758 (32.58975016276042)  --> STEP: 16 | > loss_disc: 2.267258644104004 (2.338822335004807) | > loss_disc_real_0: 0.05860133841633797 (0.09023353573866189) | > loss_disc_real_1: 0.23151902854442596 (0.20235520415008068) | > loss_disc_real_2: 0.2853749096393585 (0.27893135603517294) | > loss_disc_real_3: 0.223440021276474 (0.23622390534728765) | > loss_disc_real_4: 0.196310356259346 (0.18768823938444257) | > loss_disc_real_5: 0.23327161371707916 (0.23863601963967085) | > loss_0: 2.267258644104004 (2.338822335004807) | > loss_gen: 2.537522554397583 (2.4011674374341965) | > loss_kl: 2.422410249710083 (2.7328760623931885) | > loss_feat: 8.697834014892578 (6.936624586582184) | > loss_mel: 18.177927017211914 (18.307798862457275) | > loss_duration: 2.335825204849243 (2.310144186019897) | > loss_1: 34.1715202331543 (32.688610792160034)  --> STEP: 17 | > loss_disc: 2.4024136066436768 (2.3425629980423874) | > loss_disc_real_0: 0.10162348300218582 (0.09090353263651624) | > loss_disc_real_1: 0.23491117358207703 (0.20427026117549224) | > loss_disc_real_2: 0.32060447335243225 (0.2813827158773647) | > loss_disc_real_3: 0.3243789076805115 (0.24140949371983023) | > loss_disc_real_4: 0.238730326294899 (0.19069071508505764) | > loss_disc_real_5: 0.29078778624534607 (0.24170377061647527) | > loss_0: 2.4024136066436768 (2.3425629980423874) | > loss_gen: 2.672821521759033 (2.4171470894533047) | > loss_kl: 2.219348192214966 (2.702668540617999) | > loss_feat: 5.732902526855469 (6.86581740659826) | > loss_mel: 17.228485107421875 (18.24430981804343) | > loss_duration: 2.416818857192993 (2.316419166677138) | > loss_1: 30.270376205444336 (32.546361698823816)  --> STEP: 18 | > loss_disc: 2.1871390342712402 (2.333928333388435) | > loss_disc_real_0: 0.08698374778032303 (0.09068576681117217) | > loss_disc_real_1: 0.2063802182674408 (0.2043874810139338) | > loss_disc_real_2: 0.24043214321136475 (0.2791076840625869) | > loss_disc_real_3: 0.21315035223960876 (0.23983954141537348) | > loss_disc_real_4: 0.16301614046096802 (0.18915323871705267) | > loss_disc_real_5: 0.2066284418106079 (0.23975514123837152) | > loss_0: 2.1871390342712402 (2.333928333388435) | > loss_gen: 2.7032527923583984 (2.4330418507258096) | > loss_kl: 2.0121264457702637 (2.664305090904236) | > loss_feat: 10.390965461730957 (7.0616589652167425) | > loss_mel: 17.185749053955078 (18.185500886705185) | > loss_duration: 2.2263782024383545 (2.3114168908860946) | > loss_1: 34.518470764160156 (32.65592331356473)  --> STEP: 19 | > loss_disc: 2.4493470191955566 (2.340003001062494) | > loss_disc_real_0: 0.13055072724819183 (0.09278392262364689) | > loss_disc_real_1: 0.2090805321931839 (0.20463448370757856) | > loss_disc_real_2: 0.3194296061992645 (0.2812298904908331) | > loss_disc_real_3: 0.24528978765010834 (0.24012639648035952) | > loss_disc_real_4: 0.166984423995018 (0.18798645899484032) | > loss_disc_real_5: 0.21487580239772797 (0.23844570235202187) | > loss_0: 2.4493470191955566 (2.340003001062494) | > loss_gen: 2.2553670406341553 (2.423690544931512) | > loss_kl: 2.4564883708953857 (2.653367368798507) | > loss_feat: 7.549576282501221 (7.087338824021189) | > loss_mel: 16.326282501220703 (18.08764728746916) | > loss_duration: 2.3404266834259033 (2.3129437220724003) | > loss_1: 30.928142547607422 (32.5649874837775)  --> STEP: 20 | > 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(0.18762922253121028) | > loss_disc_real_5: 0.22907482087612152 (0.23798249932852658) | > loss_0: 2.1345341205596924 (2.3333992416208442) | > loss_gen: 2.4711315631866455 (2.4158636006441983) | > loss_kl: 2.132805347442627 (2.5585756193507807) | > loss_feat: 7.233325958251953 (6.926366719332608) | > loss_mel: 19.638280868530273 (17.931982560591265) | > loss_duration: 2.1613574028015137 (2.2978304841301656) | > loss_1: 33.63690185546875 (32.1306187022816)  --> STEP: 23 | > loss_disc: 2.4018869400024414 (2.336376967637435) | > loss_disc_real_0: 0.10545642673969269 (0.09140601154902707) | > loss_disc_real_1: 0.2712441384792328 (0.20749671109344647) | > loss_disc_real_2: 0.2524624764919281 (0.27663260244804877) | > loss_disc_real_3: 0.22478173673152924 (0.23728995673034503) | > loss_disc_real_4: 0.2082442194223404 (0.18852552674386813) | > loss_disc_real_5: 0.28322333097457886 (0.23994949200878973) | > loss_0: 2.4018869400024414 (2.336376967637435) | > loss_gen: 2.4739186763763428 (2.418387734371683) | > loss_kl: 2.0972814559936523 (2.538519351378732) | > loss_feat: 6.209023952484131 (6.895177903382675) | > loss_mel: 18.4049072265625 (17.952544502590012) | > loss_duration: 2.278827667236328 (2.2970042746999986) | > loss_1: 31.463958740234375 (32.101633486540415)  --> STEP: 24 | > loss_disc: 2.284226894378662 (2.3342040479183193) | > loss_disc_real_0: 0.15468095242977142 (0.09404246741905808) | > loss_disc_real_1: 0.2110559642314911 (0.20764501330753168) | > loss_disc_real_2: 0.26181164383888245 (0.27601506250600016) | > loss_disc_real_3: 0.28211575746536255 (0.23915769842763743) | > loss_disc_real_4: 0.15860307216644287 (0.18727875780314207) | > loss_disc_real_5: 0.19847562909126282 (0.2382214143872261) | > loss_0: 2.284226894378662 (2.3342040479183193) | > loss_gen: 2.391228437423706 (2.417256096998851) | > loss_kl: 2.280480146408081 (2.527767717838288) | > loss_feat: 8.299391746520996 (6.953686813513438) | > loss_mel: 17.39616584777832 (17.929362058639523) | > loss_duration: 2.4290874004364014 (2.302507738272349) | > loss_1: 32.79635238647461 (32.13058010737101)  --> STEP: 25 | > loss_disc: 2.53548002243042 (2.342255086898803) | > loss_disc_real_0: 0.12848050892353058 (0.09541998907923699) | > loss_disc_real_1: 0.3019847273826599 (0.2114186018705368) | > loss_disc_real_2: 0.20295917987823486 (0.27309282720088957) | > loss_disc_real_3: 0.25259527564048767 (0.23969520151615142) | > loss_disc_real_4: 0.25118204951286316 (0.1898348894715309) | > loss_disc_real_5: 0.2532005310058594 (0.23882057905197143) | > loss_0: 2.53548002243042 (2.342255086898803) | > loss_gen: 2.372951030731201 (2.415483894348145) | > loss_kl: 2.465998649597168 (2.5252969551086433) | > loss_feat: 7.63475227355957 (6.980929431915283) | > loss_mel: 18.092079162597656 (17.935870742797846) | > loss_duration: 2.328495979309082 (2.3035472679138183) | > loss_1: 32.8942756652832 (32.1611279296875)  --> STEP: 26 | > loss_disc: 2.156371593475342 (2.3351057217671314) | > loss_disc_real_0: 0.12184302508831024 (0.09643625969497058) | > loss_disc_real_1: 0.1564977616071701 (0.20930626186040732) | > loss_disc_real_2: 0.20840787887573242 (0.2706049445729989) | > loss_disc_real_3: 0.1781063824892044 (0.23732640078434578) | > loss_disc_real_4: 0.0491127111017704 (0.1844224979957709) | > loss_disc_real_5: 0.06315955519676208 (0.23206438582677108) | > loss_0: 2.156371593475342 (2.3351057217671314) | > loss_gen: 2.2625746726989746 (2.4096027704385614) | > loss_kl: 2.2105884552001953 (2.513192782035241) | > loss_feat: 18.695226669311523 (7.431479325661292) | > loss_mel: 20.56595802307129 (18.03702794588529) | > loss_duration: 2.2879867553710938 (2.302948786662175) | > loss_1: 46.02233123779297 (32.694251133845405) --> EVAL PERFORMANCE | > avg_loader_time: 0.002396216759314903 (-6.17870917687057e-05) | > avg_loss_disc: 2.3351057217671314 (-0.09108713039985084) | > avg_loss_disc_real_0: 0.09643625969497058 (-0.029195854726892234) | > avg_loss_disc_real_1: 0.20930626186040732 (-0.012500835725894333) | > avg_loss_disc_real_2: 0.2706049445729989 (+0.054382066314037) | > avg_loss_disc_real_3: 0.23732640078434578 (-0.01826172379346999) | > avg_loss_disc_real_4: 0.1844224979957709 (-0.12364374115489998) | > avg_loss_disc_real_5: 0.23206438582677108 (-0.008176709596927345) | > avg_loss_0: 2.3351057217671314 (-0.09108713039985084) | > avg_loss_gen: 2.4096027704385614 (-0.10092099813314537) | > avg_loss_kl: 2.513192782035241 (-0.010968194558069744) | > avg_loss_feat: 7.431479325661292 (+0.4973747455156765) | > avg_loss_mel: 18.03702794588529 (-0.18795215166532486) | > avg_loss_duration: 2.302948786662175 (-0.008850528643681521) | > avg_loss_1: 32.694251133845405 (+0.18868270287147482)  > EPOCH: 361/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:53:41)   --> TIME: 2024-06-11 06:53:49 -- STEP: 19/330 -- GLOBAL_STEP: 207150 | > loss_disc: 2.4193835258483887 (2.279233593689768) | > loss_disc_real_0: 0.09269721806049347 (0.108723352614202) | > loss_disc_real_1: 0.17499928176403046 (0.19771279786762438) | > loss_disc_real_2: 0.22606587409973145 (0.2100190198735187) | > loss_disc_real_3: 0.2137962281703949 (0.2244243527713575) | > loss_disc_real_4: 0.21710103750228882 (0.2241652066770353) | > loss_disc_real_5: 0.21630723774433136 (0.21094651441825063) | > loss_0: 2.4193835258483887 (2.279233593689768) | > grad_norm_0: tensor(5.8812, device='cuda:0') (tensor(10.1576, device='cuda:0')) | > loss_gen: 2.3536536693573 (2.5388282223751673) | > loss_kl: 1.9554293155670166 (1.811272752912421) | > loss_feat: 7.529661178588867 (7.311036511471397) | > loss_mel: 18.255868911743164 (18.374684785541735) | > loss_duration: 2.0373668670654297 (2.1191893941477726) | > loss_1: 32.131980895996094 (32.155011528416686) | > grad_norm_1: tensor(43.8993, device='cuda:0') (tensor(88.1666, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3625 (0.3577941467887477) | > loader_time: 0.0031 (0.0033952436949077403)  --> TIME: 2024-06-11 06:53:58 -- STEP: 44/330 -- GLOBAL_STEP: 207175 | > loss_disc: 2.3527846336364746 (2.286226982420141) | > loss_disc_real_0: 0.1300913393497467 (0.11043289439244704) | > loss_disc_real_1: 0.18748852610588074 (0.1991444629701701) | > loss_disc_real_2: 0.18908102810382843 (0.21047268706289204) | > loss_disc_real_3: 0.21163320541381836 (0.22347989746115424) | > loss_disc_real_4: 0.20298534631729126 (0.2248018648136746) | > loss_disc_real_5: 0.18639087677001953 (0.21154555305838585) | > loss_0: 2.3527846336364746 (2.286226982420141) | > grad_norm_0: tensor(6.3339, device='cuda:0') (tensor(8.5077, device='cuda:0')) | > loss_gen: 2.351039409637451 (2.5535436435179277) | > loss_kl: 1.8859285116195679 (1.832558737559752) | > loss_feat: 7.808890342712402 (7.354020747271451) | > loss_mel: 18.591218948364258 (18.350792407989506) | > loss_duration: 1.9570313692092896 (2.060305332595652) | > loss_1: 32.59410858154297 (32.151220928538926) | > grad_norm_1: tensor(44.6130, device='cuda:0') (tensor(72.7881, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3748 (0.35867540402845904) | > loader_time: 0.0034 (0.0034280473535711117)  --> TIME: 2024-06-11 06:54:07 -- STEP: 69/330 -- GLOBAL_STEP: 207200 | > loss_disc: 2.3691747188568115 (2.2993354140848354) | > loss_disc_real_0: 0.12291031330823898 (0.11005133654976236) | > loss_disc_real_1: 0.24236346781253815 (0.1986350231412528) | > loss_disc_real_2: 0.21677474677562714 (0.21206441262493964) | > loss_disc_real_3: 0.21434423327445984 (0.222486966546031) | > loss_disc_real_4: 0.23371507227420807 (0.22419044029885443) | > loss_disc_real_5: 0.2658134400844574 (0.21242445880088254) | > loss_0: 2.3691747188568115 (2.2993354140848354) | > grad_norm_0: tensor(14.9936, device='cuda:0') (tensor(8.4254, device='cuda:0')) | > loss_gen: 2.6016650199890137 (2.534396558568098) | > loss_kl: 1.7293487787246704 (1.8331829983255137) | > loss_feat: 7.180696964263916 (7.287351559901583) | > loss_mel: 16.810407638549805 (18.336964316990066) | > loss_duration: 1.9619970321655273 (2.039857429006825) | > loss_1: 30.284114837646484 (32.03175273839978) | > grad_norm_1: tensor(263.7750, device='cuda:0') (tensor(78.8917, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3815 (0.36198111893474194) | > loader_time: 0.0035 (0.0034893250119858894)  --> TIME: 2024-06-11 06:54:17 -- STEP: 94/330 -- GLOBAL_STEP: 207225 | > loss_disc: 2.3325202465057373 (2.314047899652034) | > loss_disc_real_0: 0.1529003232717514 (0.11134705347742171) | > loss_disc_real_1: 0.19744747877120972 (0.19837146569439706) | > loss_disc_real_2: 0.2291327863931656 (0.21271943364371645) | > loss_disc_real_3: 0.220605731010437 (0.22664013378163603) | > loss_disc_real_4: 0.24303896725177765 (0.22556753615115552) | > loss_disc_real_5: 0.21260201930999756 (0.21402041915249317) | > loss_0: 2.3325202465057373 (2.314047899652034) | > grad_norm_0: tensor(13.2326, device='cuda:0') (tensor(9.1082, device='cuda:0')) | > loss_gen: 2.6217775344848633 (2.533350439781839) | > loss_kl: 1.8544082641601562 (1.84452027970172) | > loss_feat: 7.558925628662109 (7.263040649129989) | > loss_mel: 18.355627059936523 (18.287692496117124) | > loss_duration: 2.043823719024658 (2.0344019278566896) | > loss_1: 32.43456268310547 (31.963005552900597) | > grad_norm_1: tensor(204.1140, device='cuda:0') (tensor(89.5344, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3721 (0.3625575101121943) | > loader_time: 0.0038 (0.0035577276919750455)  --> TIME: 2024-06-11 06:54:26 -- STEP: 119/330 -- GLOBAL_STEP: 207250 | > loss_disc: 2.3844521045684814 (2.3073671966039826) | > loss_disc_real_0: 0.1208723932504654 (0.11106025487059305) | > loss_disc_real_1: 0.23960638046264648 (0.19703026028240428) | > loss_disc_real_2: 0.20840470492839813 (0.21240837646632635) | > loss_disc_real_3: 0.25838106870651245 (0.22727310457149474) | > loss_disc_real_4: 0.27329105138778687 (0.225199276659669) | > loss_disc_real_5: 0.23040100932121277 (0.2141249266241779) | > loss_0: 2.3844521045684814 (2.3073671966039826) | > grad_norm_0: tensor(6.7353, device='cuda:0') (tensor(9.3232, device='cuda:0')) | > loss_gen: 2.512078285217285 (2.5455322826609894) | > loss_kl: 2.0489697456359863 (1.8628238970492066) | > loss_feat: 7.558720111846924 (7.307593057135574) | > loss_mel: 18.648223876953125 (18.282408738336635) | > loss_duration: 2.033860683441162 (2.0339391131361) | > loss_1: 32.801849365234375 (32.03229689397732) | > grad_norm_1: tensor(102.8051, device='cuda:0') (tensor(92.9079, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3614 (0.3644825851216036) | > loader_time: 0.0042 (0.003669143724842232)  --> TIME: 2024-06-11 06:54:36 -- STEP: 144/330 -- GLOBAL_STEP: 207275 | > loss_disc: 2.3388679027557373 (2.314735864599545) | > loss_disc_real_0: 0.11264684796333313 (0.11285744418597056) | > loss_disc_real_1: 0.20852577686309814 (0.19732153436375988) | > loss_disc_real_2: 0.25069695711135864 (0.212667724221117) | > loss_disc_real_3: 0.20924466848373413 (0.2262136877203981) | > loss_disc_real_4: 0.22245702147483826 (0.22481347330742413) | > loss_disc_real_5: 0.2057763785123825 (0.21408118266198367) | > loss_0: 2.3388679027557373 (2.314735864599545) | > grad_norm_0: tensor(13.3166, device='cuda:0') (tensor(10.1652, device='cuda:0')) | > loss_gen: 2.4759151935577393 (2.5404338439305625) | > loss_kl: 1.8450896739959717 (1.85900403228071) | > loss_feat: 7.538483142852783 (7.295466177993351) | > loss_mel: 18.7612361907959 (18.292323112487786) | > loss_duration: 2.0187814235687256 (2.037117042475278) | > loss_1: 32.63950729370117 (32.024344046910606) | > grad_norm_1: tensor(188.6637, device='cuda:0') (tensor(101.2385, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3789 (0.367274683382776) | > loader_time: 0.0043 (0.0037786546680662367)  --> TIME: 2024-06-11 06:54:45 -- STEP: 169/330 -- GLOBAL_STEP: 207300 | > loss_disc: 2.3162193298339844 (2.317633269101204) | > loss_disc_real_0: 0.12148801982402802 (0.11308266722856189) | > loss_disc_real_1: 0.20130522549152374 (0.1984361078612198) | > loss_disc_real_2: 0.22259201109409332 (0.21201982573997344) | > loss_disc_real_3: 0.2208201140165329 (0.22647158484134447) | > loss_disc_real_4: 0.21339808404445648 (0.2253299967424404) | > loss_disc_real_5: 0.22389540076255798 (0.21501763226717888) | > loss_0: 2.3162193298339844 (2.317633269101204) | > grad_norm_0: tensor(12.6903, device='cuda:0') (tensor(10.6380, device='cuda:0')) | > loss_gen: 2.5437324047088623 (2.536220355852116) | > loss_kl: 1.8330923318862915 (1.8633000046543822) | > loss_feat: 7.211646556854248 (7.309037123911479) | > loss_mel: 18.336950302124023 (18.291784557365098) | > loss_duration: 2.086728096008301 (2.0409417702601518) | > loss_1: 32.012149810791016 (32.041283680842476) | > grad_norm_1: tensor(167.7613, device='cuda:0') (tensor(110.6941, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.3799 (0.369542815981532) | > loader_time: 0.0047 (0.00390954130500026)  --> TIME: 2024-06-11 06:54:55 -- STEP: 194/330 -- GLOBAL_STEP: 207325 | > loss_disc: 2.2108137607574463 (2.3186060411413916) | > loss_disc_real_0: 0.09979687631130219 (0.11400860565301683) | > loss_disc_real_1: 0.20181608200073242 (0.19844203611317368) | > loss_disc_real_2: 0.22207757830619812 (0.212448801730097) | > loss_disc_real_3: 0.23624248802661896 (0.22638923260047264) | > loss_disc_real_4: 0.22249634563922882 (0.22485179891905835) | > loss_disc_real_5: 0.20712518692016602 (0.21456450869127647) | > loss_0: 2.2108137607574463 (2.3186060411413916) | > grad_norm_0: tensor(26.9176, device='cuda:0') (tensor(11.9766, device='cuda:0')) | > loss_gen: 2.760422468185425 (2.5327496749838603) | > loss_kl: 1.8143534660339355 (1.865330257366613) | > loss_feat: 7.795456886291504 (7.312604835352947) | > loss_mel: 18.694143295288086 (18.27838111169559) | > loss_duration: 2.0790507793426514 (2.0474301883854817) | > loss_1: 33.14342498779297 (32.03649591662219) | > grad_norm_1: tensor(400.2684, device='cuda:0') (tensor(131.4667, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.394 (0.3723800686216846) | > loader_time: 0.0047 (0.004028696374794868)  --> TIME: 2024-06-11 06:55:06 -- STEP: 219/330 -- GLOBAL_STEP: 207350 | > loss_disc: 2.1925740242004395 (2.3182297188397416) | > loss_disc_real_0: 0.13050639629364014 (0.11439097136871455) | > loss_disc_real_1: 0.1703484207391739 (0.19867917248919675) | > loss_disc_real_2: 0.22859790921211243 (0.21258369598486657) | > loss_disc_real_3: 0.240853413939476 (0.22646527420984555) | > loss_disc_real_4: 0.22338366508483887 (0.2244696231329278) | > loss_disc_real_5: 0.1771155595779419 (0.2149453055640878) | > loss_0: 2.1925740242004395 (2.3182297188397416) | > grad_norm_0: tensor(62.2297, device='cuda:0') (tensor(14.1078, device='cuda:0')) | > loss_gen: 2.6888551712036133 (2.5364661086095524) | > loss_kl: 2.018432855606079 (1.8700121994976584) | > loss_feat: 8.236948013305664 (7.328743044099851) | > loss_mel: 18.31585121154785 (18.23977581006751) | > loss_duration: 2.124250888824463 (2.0541883625396298) | > loss_1: 33.38433837890625 (32.02918539526255) | > grad_norm_1: tensor(499.0504, device='cuda:0') (tensor(156.2516, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.4198 (0.37588708041465446) | > loader_time: 0.0051 (0.004188769484219485)  --> TIME: 2024-06-11 06:55:17 -- STEP: 244/330 -- GLOBAL_STEP: 207375 | > loss_disc: 2.299635410308838 (2.3195427939540054) | > loss_disc_real_0: 0.07266192883253098 (0.11379944853728911) | > loss_disc_real_1: 0.17033734917640686 (0.19884219686271715) | > loss_disc_real_2: 0.2092626690864563 (0.21267564716886306) | > loss_disc_real_3: 0.23507288098335266 (0.22636912500516312) | > loss_disc_real_4: 0.21304237842559814 (0.2248467242375749) | > loss_disc_real_5: 0.26554593443870544 (0.21528105346150087) | > loss_0: 2.299635410308838 (2.3195427939540054) | > grad_norm_0: tensor(40.1486, device='cuda:0') (tensor(16.2331, device='cuda:0')) | > loss_gen: 2.64491868019104 (2.539426392219106) | > loss_kl: 1.841747522354126 (1.8748993849168059) | > loss_feat: 6.899835586547852 (7.315656275045677) | > loss_mel: 17.87149429321289 (18.201763559560305) | > loss_duration: 2.0727875232696533 (2.0622836146198322) | > loss_1: 31.33078384399414 (31.994029138909006) | > grad_norm_1: tensor(470.8404, device='cuda:0') (tensor(173.3037, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.4364 (0.38103826417297615) | > loader_time: 0.0062 (0.004334669621264346)  --> TIME: 2024-06-11 06:55:28 -- STEP: 269/330 -- GLOBAL_STEP: 207400 | > loss_disc: 2.436720132827759 (2.320524758122668) | > loss_disc_real_0: 0.1950681507587433 (0.11460361037001734) | > loss_disc_real_1: 0.19968999922275543 (0.1990280199560534) | > loss_disc_real_2: 0.20275045931339264 (0.21290568879989002) | > loss_disc_real_3: 0.24376007914543152 (0.22655737039989698) | > loss_disc_real_4: 0.21378359198570251 (0.223983467677712) | > loss_disc_real_5: 0.25165724754333496 (0.21571687434464143) | > loss_0: 2.436720132827759 (2.320524758122668) | > grad_norm_0: tensor(50.5153, device='cuda:0') (tensor(18.6192, device='cuda:0')) | > loss_gen: 2.6087002754211426 (2.544218581848428) | > loss_kl: 1.8423908948898315 (1.8818200525297994) | > loss_feat: 7.205197334289551 (7.333109063286764) | > loss_mel: 17.750225067138672 (18.1589045329608) | > loss_duration: 2.1642866134643555 (2.0700253155151693) | > loss_1: 31.57080078125 (31.988077475678963) | > grad_norm_1: tensor(508.1804, device='cuda:0') (tensor(194.3644, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.4476 (0.3862144051874437) | > loader_time: 0.006 (0.004513551754579222)  --> TIME: 2024-06-11 06:55:40 -- STEP: 294/330 -- GLOBAL_STEP: 207425 | > loss_disc: 2.4568581581115723 (2.321809002331325) | > loss_disc_real_0: 0.1142878606915474 (0.11513990308253133) | > loss_disc_real_1: 0.202396422624588 (0.19918565685246273) | > loss_disc_real_2: 0.2348071038722992 (0.2127969680594749) | > loss_disc_real_3: 0.23041026294231415 (0.22640475514186484) | > loss_disc_real_4: 0.22135864198207855 (0.22405501941637118) | > loss_disc_real_5: 0.19873864948749542 (0.21561362543681853) | > loss_0: 2.4568581581115723 (2.321809002331325) | > grad_norm_0: tensor(17.1450, device='cuda:0') (tensor(19.5737, device='cuda:0')) | > loss_gen: 2.4086337089538574 (2.538320281878621) | > loss_kl: 1.9744763374328613 (1.885497087118577) | > loss_feat: 7.291545391082764 (7.322914936104599) | > loss_mel: 17.777101516723633 (18.096949077787855) | > loss_duration: 2.2113475799560547 (2.079511818431671) | > loss_1: 31.663105010986328 (31.923193153069946) | > grad_norm_1: tensor(354.2039, device='cuda:0') (tensor(210.3526, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.4654 (0.3922394741149176) | > loader_time: 0.007 (0.004707153151635406)  --> TIME: 2024-06-11 06:55:53 -- STEP: 319/330 -- GLOBAL_STEP: 207450 | > loss_disc: 2.3870952129364014 (2.3250116001475947) | > loss_disc_real_0: 0.12699759006500244 (0.11585201612647425) | > loss_disc_real_1: 0.2238042801618576 (0.1996184992939701) | > loss_disc_real_2: 0.19689695537090302 (0.21278955490798407) | > loss_disc_real_3: 0.26034411787986755 (0.22659264280691416) | > loss_disc_real_4: 0.22707244753837585 (0.2246091929162184) | > loss_disc_real_5: 0.22135455906391144 (0.21603181939513705) | > loss_0: 2.3870952129364014 (2.3250116001475947) | > grad_norm_0: tensor(27.1033, device='cuda:0') (tensor(19.8154, device='cuda:0')) | > loss_gen: 2.327084541320801 (2.5325411696419082) | > loss_kl: 1.9027713537216187 (1.8918809920642816) | > loss_feat: 7.399896144866943 (7.324585053614315) | > loss_mel: 17.588430404663086 (18.05156878169428) | > loss_duration: 2.261530876159668 (2.0929521632418724) | > loss_1: 31.479713439941406 (31.893528134097874) | > grad_norm_1: tensor(337.1334, device='cuda:0') (tensor(214.7641, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.5471 (0.4017713906996676) | > loader_time: 0.0095 (0.004969994476222688)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.516989231109619 (2.516989231109619) | > loss_disc_real_0: 0.1767129898071289 (0.1767129898071289) | > loss_disc_real_1: 0.2941563129425049 (0.2941563129425049) | > loss_disc_real_2: 0.28958532214164734 (0.28958532214164734) | > loss_disc_real_3: 0.2844074070453644 (0.2844074070453644) | > loss_disc_real_4: 0.3463626801967621 (0.3463626801967621) | > loss_disc_real_5: 0.2597900331020355 (0.2597900331020355) | > loss_0: 2.516989231109619 (2.516989231109619) | > loss_gen: 2.769448757171631 (2.769448757171631) | > loss_kl: 1.9418959617614746 (1.9418959617614746) | > loss_feat: 6.535464286804199 (6.535464286804199) | > loss_mel: 17.25778579711914 (17.25778579711914) | > loss_duration: 2.8658907413482666 (2.8658907413482666) | > loss_1: 31.370485305786133 (31.370485305786133)  --> STEP: 1 | > loss_disc: 2.3505871295928955 (2.3505871295928955) | > loss_disc_real_0: 0.03159885108470917 (0.03159885108470917) | > loss_disc_real_1: 0.15859076380729675 (0.15859076380729675) | > loss_disc_real_2: 0.2438066452741623 (0.2438066452741623) | > loss_disc_real_3: 0.2643078565597534 (0.2643078565597534) | > loss_disc_real_4: 0.25630301237106323 (0.25630301237106323) | > loss_disc_real_5: 0.2491501420736313 (0.2491501420736313) | > loss_0: 2.3505871295928955 (2.3505871295928955) | > loss_gen: 2.3244991302490234 (2.3244991302490234) | > loss_kl: 2.3641164302825928 (2.3641164302825928) | > loss_feat: 6.600704193115234 (6.600704193115234) | > loss_mel: 20.477022171020508 (20.477022171020508) | > loss_duration: 2.44642972946167 (2.44642972946167) | > loss_1: 34.212772369384766 (34.212772369384766)  --> STEP: 2 | > loss_disc: 2.2479166984558105 (2.299251914024353) | > loss_disc_real_0: 0.07704278826713562 (0.054320819675922394) | > loss_disc_real_1: 0.20060835778713226 (0.1795995607972145) | > loss_disc_real_2: 0.30952000617980957 (0.27666332572698593) | > loss_disc_real_3: 0.2117658406496048 (0.2380368486046791) | > loss_disc_real_4: 0.3519624173641205 (0.30413271486759186) | > loss_disc_real_5: 0.28367292881011963 (0.26641153544187546) | > loss_0: 2.2479166984558105 (2.299251914024353) | > loss_gen: 3.1368651390075684 (2.730682134628296) | > loss_kl: 2.920619010925293 (2.642367720603943) | > loss_feat: 5.828480243682861 (6.214592218399048) | > loss_mel: 19.394832611083984 (19.935927391052246) | > loss_duration: 2.462336540222168 (2.454383134841919) | > loss_1: 33.743133544921875 (33.97795295715332)  --> STEP: 3 | > loss_disc: 2.0510826110839844 (2.21652881304423) | > loss_disc_real_0: 0.10175667703151703 (0.07013277212778728) | > loss_disc_real_1: 0.16972479224205017 (0.1763079712788264) | > loss_disc_real_2: 0.16540034115314484 (0.23957566420237222) | > loss_disc_real_3: 0.15801627933979034 (0.21136332551638284) | > loss_disc_real_4: 0.22078484296798706 (0.27635009090105694) | > loss_disc_real_5: 0.22189639508724213 (0.25157315532366437) | > loss_0: 2.0510826110839844 (2.21652881304423) | > loss_gen: 2.613205671310425 (2.691523313522339) | > loss_kl: 3.3875226974487305 (2.8907527128855386) | > loss_feat: 9.177114486694336 (7.202099641164144) | > loss_mel: 19.847518920898438 (19.906457901000977) | > loss_duration: 2.327441930770874 (2.412069400151571) | > loss_1: 37.35280227661133 (35.10290273030599)  --> STEP: 4 | > loss_disc: 2.5928425788879395 (2.3106072545051575) | > loss_disc_real_0: 0.14412935078144073 (0.08863191679120064) | > loss_disc_real_1: 0.2503790855407715 (0.19482574984431267) | > loss_disc_real_2: 0.16058017313480377 (0.21982679143548012) | > loss_disc_real_3: 0.27119430899620056 (0.22632107138633728) | > loss_disc_real_4: 0.2840864360332489 (0.2782841771841049) | > loss_disc_real_5: 0.29340890049934387 (0.26203209161758423) | > loss_0: 2.5928425788879395 (2.3106072545051575) | > loss_gen: 2.1862401962280273 (2.565202534198761) | > loss_kl: 2.9176981449127197 (2.897489070892334) | > loss_feat: 4.906250953674316 (6.628137469291687) | > loss_mel: 20.83991050720215 (20.13982105255127) | > loss_duration: 2.2761752605438232 (2.378095865249634) | > loss_1: 33.126277923583984 (34.60874652862549)  --> STEP: 5 | > loss_disc: 2.2883236408233643 (2.306150531768799) | > loss_disc_real_0: 0.14443044364452362 (0.09979162216186524) | > loss_disc_real_1: 0.25922247767448425 (0.20770509541034698) | > loss_disc_real_2: 0.2379748523235321 (0.22345640361309052) | > loss_disc_real_3: 0.24236451089382172 (0.22952975928783417) | > loss_disc_real_4: 0.23176154494285583 (0.2689796507358551) | > loss_disc_real_5: 0.2017056941986084 (0.24996681213378907) | > loss_0: 2.2883236408233643 (2.306150531768799) | > loss_gen: 2.5919315814971924 (2.570548343658447) | > loss_kl: 2.365027666091919 (2.790996789932251) | > loss_feat: 6.034391403198242 (6.509388256072998) | > loss_mel: 19.68368911743164 (20.048594665527343) | > loss_duration: 2.391450881958008 (2.3807668685913086) | > loss_1: 33.066490173339844 (34.30029525756836)  --> STEP: 6 | > loss_disc: 2.4837775230407715 (2.3357550303141275) | > loss_disc_real_0: 0.18336662650108337 (0.11372078955173492) | > loss_disc_real_1: 0.23775632679462433 (0.21271363397439322) | > loss_disc_real_2: 0.19725532829761505 (0.21908955772717795) | > loss_disc_real_3: 0.220243901014328 (0.22798211624224982) | > loss_disc_real_4: 0.29614731669425964 (0.27350759506225586) | > loss_disc_real_5: 0.3347431421279907 (0.264096200466156) | > loss_0: 2.4837775230407715 (2.3357550303141275) | > loss_gen: 2.5935862064361572 (2.5743879874547324) | > loss_kl: 2.2885828018188477 (2.7072611252466836) | > loss_feat: 6.908728122711182 (6.575944900512695) | > loss_mel: 19.381750106811523 (19.937453905741375) | > loss_duration: 2.083432197570801 (2.3312110900878906) | > loss_1: 33.256080627441406 (34.12625948588053)  --> STEP: 7 | > loss_disc: 2.355466365814209 (2.338570935385568) | > loss_disc_real_0: 0.10540299117565155 (0.11253253264086586) | > loss_disc_real_1: 0.25318124890327454 (0.21849472182137625) | > loss_disc_real_2: 0.2330719530582428 (0.2210870427744729) | > loss_disc_real_3: 0.19842149317264557 (0.2237591700894492) | > loss_disc_real_4: 0.2594761550426483 (0.27150310363088337) | > loss_disc_real_5: 0.21329376101493835 (0.25683870911598206) | > loss_0: 2.355466365814209 (2.338570935385568) | > loss_gen: 2.575272560119629 (2.5745143549782887) | > loss_kl: 4.222960948944092 (2.9237896714891707) | > loss_feat: 7.864697456359863 (6.760052408490862) | > loss_mel: 18.54807472229004 (19.738971165248326) | > loss_duration: 2.5536890029907227 (2.3629936490740096) | > loss_1: 35.76469421386719 (34.36032158987863)  --> STEP: 8 | > loss_disc: 1.888382911682129 (2.282297432422638) | > loss_disc_real_0: 0.11732514947652817 (0.11313160974532366) | > loss_disc_real_1: 0.18240955471992493 (0.21398407593369484) | > loss_disc_real_2: 0.17011003196239471 (0.21471491642296314) | > loss_disc_real_3: 0.19171877205371857 (0.21975412033498287) | > loss_disc_real_4: 0.2269962579011917 (0.2659397479146719) | > loss_disc_real_5: 0.13161595165729523 (0.2411858644336462) | > loss_0: 1.888382911682129 (2.282297432422638) | > loss_gen: 3.268730878829956 (2.6612914204597473) | > loss_kl: 3.3340649604797363 (2.9750740826129913) | > loss_feat: 9.877944946289062 (7.149788975715637) | > loss_mel: 20.810014724731445 (19.872851610183716) | > loss_duration: 2.142849922180176 (2.3354756832122803) | > loss_1: 39.4336051940918 (34.99448204040527)  --> STEP: 9 | > loss_disc: 2.449341058731079 (2.300857835345798) | > loss_disc_real_0: 0.15999983251094818 (0.11833919005261527) | > loss_disc_real_1: 0.2950625419616699 (0.22299279438124764) | > loss_disc_real_2: 0.16683429479599 (0.20939484735329947) | > loss_disc_real_3: 0.2669813334941864 (0.22500158846378326) | > loss_disc_real_4: 0.27465471625328064 (0.26690807773007286) | > loss_disc_real_5: 0.2681402862071991 (0.2441808001862632) | > loss_0: 2.449341058731079 (2.300857835345798) | > loss_gen: 2.7129547595977783 (2.6670317914750843) | > loss_kl: 2.19606614112854 (2.8885176446702747) | > loss_feat: 9.00011157989502 (7.355380376180013) | > loss_mel: 19.732107162475586 (19.857213338216145) | > loss_duration: 2.1222472190856934 (2.3117836316426597) | > loss_1: 35.763484954833984 (35.07992680867513)  --> STEP: 10 | > loss_disc: 2.333564281463623 (2.3041284799575807) | > loss_disc_real_0: 0.13778305053710938 (0.12028357610106469) | > loss_disc_real_1: 0.26766613125801086 (0.22746012806892396) | > loss_disc_real_2: 0.2949996590614319 (0.2179553285241127) | > loss_disc_real_3: 0.23725110292434692 (0.22622653990983962) | > loss_disc_real_4: 0.19168835878372192 (0.25938610583543775) | > loss_disc_real_5: 0.18188680708408356 (0.23795140087604522) | > loss_0: 2.333564281463623 (2.3041284799575807) | > loss_gen: 2.629350423812866 (2.6632636547088624) | > loss_kl: 2.0594117641448975 (2.805607056617737) | > loss_feat: 6.467830657958984 (7.26662540435791) | > loss_mel: 19.261796951293945 (19.797671699523924) | > loss_duration: 2.2800307273864746 (2.308608341217041) | > loss_1: 32.698421478271484 (34.841776275634764)  --> STEP: 11 | > loss_disc: 2.3342158794403076 (2.306863698092374) | > loss_disc_real_0: 0.1506979763507843 (0.12304852157831192) | > loss_disc_real_1: 0.35517287254333496 (0.23907037756659769) | > loss_disc_real_2: 0.2256767451763153 (0.21865727549249475) | > loss_disc_real_3: 0.20620499551296234 (0.2244063995101235) | > loss_disc_real_4: 0.21845686435699463 (0.2556652657010339) | > loss_disc_real_5: 0.22200219333171844 (0.23650147291747006) | > loss_0: 2.3342158794403076 (2.306863698092374) | > loss_gen: 2.746196746826172 (2.670803026719527) | > loss_kl: 3.1037769317626953 (2.832713408903642) | > loss_feat: 8.158812522888184 (7.347733324224299) | > loss_mel: 18.215036392211914 (19.653795762495562) | > loss_duration: 2.4116086959838867 (2.317972009832209) | > loss_1: 34.635433197021484 (34.82301781394265)  --> STEP: 12 | > loss_disc: 2.54724383354187 (2.3268953760464988) | > loss_disc_real_0: 0.1596904695034027 (0.12610201723873615) | > loss_disc_real_1: 0.22081981599330902 (0.23754949743549028) | > loss_disc_real_2: 0.23734699189662933 (0.22021475185950598) | > loss_disc_real_3: 0.32119542360305786 (0.23247215151786804) | > loss_disc_real_4: 0.23596076667308807 (0.2540232241153717) | > loss_disc_real_5: 0.18630728125572205 (0.2323186236123244) | > loss_0: 2.54724383354187 (2.3268953760464988) | > loss_gen: 2.2689802646636963 (2.6373177965482077) | > loss_kl: 2.31705379486084 (2.7897417744000754) | > loss_feat: 5.8380961418151855 (7.221930225690206) | > loss_mel: 18.532024383544922 (19.560314814249676) | > loss_duration: 2.2417678833007812 (2.31162166595459) | > loss_1: 31.197921752929688 (34.5209264755249)  --> STEP: 13 | > loss_disc: 2.6002278327941895 (2.3479209496424747) | > loss_disc_real_0: 0.22723226249217987 (0.13388126687361643) | > loss_disc_real_1: 0.22871090471744537 (0.23686960568794838) | > loss_disc_real_2: 0.20256787538528442 (0.2188572998230274) | > loss_disc_real_3: 0.22439198195934296 (0.2318506000133661) | > loss_disc_real_4: 0.3125130236148834 (0.258522439461488) | > loss_disc_real_5: 0.29267430305480957 (0.23696136818482325) | > loss_0: 2.6002278327941895 (2.3479209496424747) | > loss_gen: 2.263662576675415 (2.6085750873272238) | > loss_kl: 2.5350611209869385 (2.770150954906757) | > loss_feat: 5.0778937339782715 (7.057004341712365) | > loss_mel: 17.783281326293945 (19.423619930560772) | > loss_duration: 2.1666622161865234 (2.300470939049354) | > loss_1: 29.826560974121094 (34.159821436955376)  --> STEP: 14 | > loss_disc: 2.4374935626983643 (2.354318993432181) | > loss_disc_real_0: 0.09831617027521133 (0.1313409028308732) | > loss_disc_real_1: 0.3447187840938568 (0.24457311843122756) | > loss_disc_real_2: 0.19940023124217987 (0.2174675092101097) | > loss_disc_real_3: 0.2558133602142334 (0.2335622257419995) | > loss_disc_real_4: 0.2521156370639801 (0.2580648107188089) | > loss_disc_real_5: 0.26345202326774597 (0.23885355783360346) | > loss_0: 2.4374935626983643 (2.354318993432181) | > loss_gen: 2.5571274757385254 (2.6049002579280307) | > loss_kl: 2.6621925830841064 (2.762439642633711) | > loss_feat: 6.06103515625 (6.98586368560791) | > loss_mel: 19.217453002929688 (19.408893721444265) | > loss_duration: 2.340573787689209 (2.303335428237915) | > loss_1: 32.838382720947266 (34.06543295724051)  --> STEP: 15 | > loss_disc: 2.1397969722747803 (2.3400175253550213) | > loss_disc_real_0: 0.13433842360973358 (0.1315407375494639) | > loss_disc_real_1: 0.2717992961406708 (0.24638819694519043) | > loss_disc_real_2: 0.19815392792224884 (0.21617993712425232) | > loss_disc_real_3: 0.17081566154956818 (0.22937912146250408) | > loss_disc_real_4: 0.16356897354125977 (0.25176508824030563) | > loss_disc_real_5: 0.14955760538578033 (0.2329004943370819) | > loss_0: 2.1397969722747803 (2.3400175253550213) | > loss_gen: 2.642529010772705 (2.6074088414510093) | > loss_kl: 3.215772867202759 (2.7926618576049806) | > loss_feat: 9.215397834777832 (7.134499295552572) | > loss_mel: 19.090808868408203 (19.387688064575194) | > loss_duration: 2.3121142387390137 (2.3039206822713214) | > loss_1: 36.47662353515625 (34.22617899576823)  --> STEP: 16 | > loss_disc: 2.1702332496643066 (2.3294060081243515) | > loss_disc_real_0: 0.0853094607591629 (0.1286512827500701) | > loss_disc_real_1: 0.15833696722984314 (0.24088499508798122) | > loss_disc_real_2: 0.19296157360076904 (0.21472878940403461) | > loss_disc_real_3: 0.22355574369430542 (0.22901516035199165) | > loss_disc_real_4: 0.22664859890937805 (0.25019530765712267) | > loss_disc_real_5: 0.21318234503269196 (0.23166811000555754) | > loss_0: 2.1702332496643066 (2.3294060081243515) | > loss_gen: 2.5971858501434326 (2.6067699044942856) | > loss_kl: 2.501889228820801 (2.7744885683059692) | > loss_feat: 8.555523872375488 (7.223313331604004) | > loss_mel: 20.55963897705078 (19.46093499660492) | > loss_duration: 2.3087716102600098 (2.3042238652706146) | > loss_1: 36.52301025390625 (34.369730949401855)  --> STEP: 17 | > loss_disc: 2.4637224674224854 (2.3373069763183594) | > loss_disc_real_0: 0.18026253581047058 (0.1316872388124466) | > loss_disc_real_1: 0.26363101601600647 (0.24222299631904154) | > loss_disc_real_2: 0.2633330821990967 (0.21758786545080297) | > loss_disc_real_3: 0.19493532180786133 (0.2270104639670428) | > loss_disc_real_4: 0.3484719693660736 (0.2559762877576492) | > loss_disc_real_5: 0.31277790665626526 (0.2364392745144227) | > loss_0: 2.4637224674224854 (2.3373069763183594) | > loss_gen: 2.700012683868408 (2.612254773869234) | > loss_kl: 2.435242176055908 (2.7545328981736126) | > loss_feat: 6.518725872039795 (7.181867010453168) | > loss_mel: 17.710758209228516 (19.357983420876895) | > loss_duration: 2.34995698928833 (2.3069140490363624) | > loss_1: 31.71469497680664 (34.21355236277861)  --> STEP: 18 | > loss_disc: 2.239071846008301 (2.3318494690789118) | > loss_disc_real_0: 0.14629818499088287 (0.13249895804458195) | > loss_disc_real_1: 0.23471403121948242 (0.24180583159128824) | > loss_disc_real_2: 0.09825310111045837 (0.21095815632078382) | > loss_disc_real_3: 0.18767516314983368 (0.22482516947719786) | > loss_disc_real_4: 0.12869077920913696 (0.24890487061606517) | > loss_disc_real_5: 0.08601459115743637 (0.2280823476612568) | > loss_0: 2.239071846008301 (2.3318494690789118) | > loss_gen: 2.192009925842285 (2.588907837867737) | > loss_kl: 2.5467636585235596 (2.742990162637499) | > loss_feat: 9.695919036865234 (7.321536567476061) | > loss_mel: 18.820674896240234 (19.32813294728597) | > loss_duration: 2.2060329914093018 (2.3013095458348594) | > loss_1: 35.46139907836914 (34.28287718031142)  --> STEP: 19 | > loss_disc: 2.8200178146362305 (2.357542539897718) | > loss_disc_real_0: 0.2518053352832794 (0.13877824105714498) | > loss_disc_real_1: 0.17543040215969086 (0.23831238793699364) | > loss_disc_real_2: 0.20689727365970612 (0.21074442565441132) | > loss_disc_real_3: 0.2659640908241272 (0.22699037586387835) | > loss_disc_real_4: 0.30985647439956665 (0.25211284976256526) | > loss_disc_real_5: 0.29996564984321594 (0.23186567935504412) | > loss_0: 2.8200178146362305 (2.357542539897718) | > loss_gen: 2.131174087524414 (2.564816587849667) | > loss_kl: 2.0644888877868652 (2.7072795692243075) | > loss_feat: 5.933419227600098 (7.2484777601141674) | > loss_mel: 18.51218032836914 (19.285188072606136) | > loss_duration: 2.3105692863464355 (2.3017969005986263) | > loss_1: 30.951831817626953 (34.10755900332802)  --> STEP: 20 | > loss_disc: 2.5115981101989746 (2.365245318412781) | > loss_disc_real_0: 0.17756640911102295 (0.14071764945983886) | > loss_disc_real_1: 0.26599523425102234 (0.23969653025269508) | > loss_disc_real_2: 0.2535680830478668 (0.21288560852408409) | > loss_disc_real_3: 0.23885506391525269 (0.22758361026644708) | > loss_disc_real_4: 0.23346905410289764 (0.2511806599795819) | > loss_disc_real_5: 0.25477802753448486 (0.23301129676401616) | > loss_0: 2.5115981101989746 (2.365245318412781) | > loss_gen: 2.699253559112549 (2.571538436412811) | > loss_kl: 2.3525004386901855 (2.689540612697601) | > loss_feat: 7.94733190536499 (7.283420467376709) | > loss_mel: 20.082246780395508 (19.325041007995605) | > loss_duration: 2.2902231216430664 (2.3012182116508484) | > loss_1: 35.37155532836914 (34.17075881958008)  --> STEP: 21 | > loss_disc: 2.345065116882324 (2.36428435643514) | > loss_disc_real_0: 0.12168983370065689 (0.1398115629951159) | > loss_disc_real_1: 0.21445900201797485 (0.23849474319389888) | > loss_disc_real_2: 0.21423044800758362 (0.21294964849948883) | > loss_disc_real_3: 0.18429329991340637 (0.22552216691630228) | > loss_disc_real_4: 0.24418219923973083 (0.2508473999443509) | > loss_disc_real_5: 0.30514857172966003 (0.2364464050957135) | > loss_0: 2.345065116882324 (2.36428435643514) | > loss_gen: 2.4136881828308105 (2.5640217576708113) | > loss_kl: 1.8184894323349 (2.648061985061282) | > loss_feat: 7.054989337921143 (7.272542794545491) | > loss_mel: 17.349672317504883 (19.23097583225795) | > loss_duration: 2.131849527359009 (2.2931530362083796) | > loss_1: 30.76869010925293 (34.00875554765974)  --> STEP: 22 | > loss_disc: 2.550739049911499 (2.3727595697749746) | > loss_disc_real_0: 0.20859456062316895 (0.14293806288730015) | > loss_disc_real_1: 0.22940047085285187 (0.23808136717839676) | > loss_disc_real_2: 0.19643840193748474 (0.212199137292125) | > loss_disc_real_3: 0.1761665940284729 (0.2232787317850373) | > loss_disc_real_4: 0.22656799852848053 (0.24974379078908407) | > loss_disc_real_5: 0.2559075951576233 (0.2373310046439821) | > loss_0: 2.550739049911499 (2.3727595697749746) | > loss_gen: 2.3135735988616943 (2.552637750452215) | > loss_kl: 1.7898250818252563 (2.609051216732372) | > loss_feat: 9.48276424407959 (7.37300740588795) | > loss_mel: 20.699304580688477 (19.2977180480957) | > loss_duration: 2.159381866455078 (2.2870725284923203) | > loss_1: 36.444847106933594 (34.119486982172184)  --> STEP: 23 | > loss_disc: 2.519296407699585 (2.3791307366412617) | > loss_disc_real_0: 0.1459769308567047 (0.14307018758162207) | > loss_disc_real_1: 0.23937207460403442 (0.2381374848925549) | > loss_disc_real_2: 0.1961163431406021 (0.2114998853724936) | > loss_disc_real_3: 0.216930091381073 (0.2230027039413867) | > loss_disc_real_4: 0.26109305024147034 (0.2502372368522313) | > loss_disc_real_5: 0.25550463795661926 (0.23812116261409677) | > loss_0: 2.519296407699585 (2.3791307366412617) | > loss_gen: 2.188812255859375 (2.536819250687309) | > loss_kl: 2.3184173107147217 (2.5964149599489956) | > loss_feat: 4.088255882263184 (7.230192122252091) | > loss_mel: 15.447521209716797 (19.13031818555749) | > loss_duration: 2.239778995513916 (2.285016287928042) | > loss_1: 26.282785415649414 (33.77876082710598)  --> STEP: 24 | > loss_disc: 2.4390742778778076 (2.3816283841927848) | > loss_disc_real_0: 0.18249540030956268 (0.1447129047786196) | > loss_disc_real_1: 0.21407173573970795 (0.23713474534451962) | > loss_disc_real_2: 0.23947541415691376 (0.21266553240517774) | > loss_disc_real_3: 0.23579780757427216 (0.22353583325942358) | > loss_disc_real_4: 0.24362683296203613 (0.2499618033568065) | > loss_disc_real_5: 0.28222617506980896 (0.23995887146641812) | > loss_0: 2.4390742778778076 (2.3816283841927848) | > loss_gen: 2.7465620040893555 (2.545558532079061) | > loss_kl: 2.3186256885528564 (2.5848404069741564) | > loss_feat: 7.645910263061523 (7.247513711452484) | > loss_mel: 18.80466651916504 (19.11674936612447) | > loss_duration: 2.3869848251342773 (2.2892649769783016) | > loss_1: 33.90275192260742 (33.78392712275187)  --> STEP: 25 | > loss_disc: 2.457921266555786 (2.3846800994873045) | > loss_disc_real_0: 0.11110053211450577 (0.14336840987205504) | > loss_disc_real_1: 0.21867221593856812 (0.23639624416828156) | > loss_disc_real_2: 0.21639929711818695 (0.2128148829936981) | > loss_disc_real_3: 0.22393648326396942 (0.2235518592596054) | > loss_disc_real_4: 0.2886551320552826 (0.25150953650474556) | > loss_disc_real_5: 0.27664005756378174 (0.24142611891031265) | > loss_0: 2.457921266555786 (2.3846800994873045) | > loss_gen: 2.39345645904541 (2.539474449157715) | > loss_kl: 2.7079172134399414 (2.589763479232788) | > loss_feat: 7.956236839294434 (7.2758626365661625) | > loss_mel: 16.74909019470215 (19.02204299926758) | > loss_duration: 2.3282759189605713 (2.290825414657592) | > loss_1: 32.134979248046875 (33.71796920776367)  --> STEP: 26 | > loss_disc: 3.090106964111328 (2.4118119019728437) | > loss_disc_real_0: 0.2955290973186493 (0.14922074400461635) | > loss_disc_real_1: 0.25889071822166443 (0.23726141624725783) | > loss_disc_real_2: 0.09422686696052551 (0.20825380545396072) | > loss_disc_real_3: 0.1805444210767746 (0.22189772702180421) | > loss_disc_real_4: 0.28374120593070984 (0.2527492160980519) | > loss_disc_real_5: 0.2112666815519333 (0.24026614055037498) | > loss_0: 3.090106964111328 (2.4118119019728437) | > loss_gen: 1.9913944005966187 (2.5183944472899804) | > loss_kl: 2.4228172302246094 (2.5833424696555505) | > loss_feat: 10.906305313110352 (7.415495047202477) | > loss_mel: 21.100582122802734 (19.10198681171124) | > loss_duration: 2.294226884841919 (2.2909562404339123) | > loss_1: 38.71532440185547 (33.910175176767204) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024355374849759615 (+3.932072566105839e-05) | > avg_loss_disc: 2.4118119019728437 (+0.0767061802057123) | > avg_loss_disc_real_0: 0.14922074400461635 (+0.052784484309645774) | > avg_loss_disc_real_1: 0.23726141624725783 (+0.027955154386850506) | > avg_loss_disc_real_2: 0.20825380545396072 (-0.06235113911903817) | > avg_loss_disc_real_3: 0.22189772702180421 (-0.015428673762541562) | > avg_loss_disc_real_4: 0.2527492160980519 (+0.068326718102281) | > avg_loss_disc_real_5: 0.24026614055037498 (+0.008201754723603905) | > avg_loss_0: 2.4118119019728437 (+0.0767061802057123) | > avg_loss_gen: 2.5183944472899804 (+0.108791676851419) | > avg_loss_kl: 2.5833424696555505 (+0.07014968762030938) | > avg_loss_feat: 7.415495047202477 (-0.01598427845881467) | > avg_loss_mel: 19.10198681171124 (+1.0649588658259503) | > avg_loss_duration: 2.2909562404339123 (-0.011992546228262846) | > avg_loss_1: 33.910175176767204 (+1.2159240429217988)  > EPOCH: 362/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:56:18)   --> TIME: 2024-06-11 06:56:24 -- STEP: 14/330 -- GLOBAL_STEP: 207475 | > loss_disc: 2.4089794158935547 (2.371325629098075) | > loss_disc_real_0: 0.12451359629631042 (0.11739103549293109) | > loss_disc_real_1: 0.17282985150814056 (0.2022068351507187) | > loss_disc_real_2: 0.2266760915517807 (0.21568312815257482) | > loss_disc_real_3: 0.23189076781272888 (0.2263874996985708) | > loss_disc_real_4: 0.2030886709690094 (0.2323152678353446) | > loss_disc_real_5: 0.19524672627449036 (0.22090923573289598) | > loss_0: 2.4089794158935547 (2.371325629098075) | > grad_norm_0: tensor(16.3583, device='cuda:0') (tensor(11.9323, device='cuda:0')) | > loss_gen: 2.388575315475464 (2.4617020062037875) | > loss_kl: 1.9205660820007324 (1.8220947129385812) | > loss_feat: 7.0955891609191895 (6.842095613479614) | > loss_mel: 17.901519775390625 (18.504382269723074) | > loss_duration: 2.055039644241333 (2.1428619963782176) | > loss_1: 31.361289978027344 (31.77313654763358) | > grad_norm_1: tensor(239.0668, device='cuda:0') (tensor(100.4336, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3385 (0.3477592808859689) | > loader_time: 0.0031 (0.003292884145464216)  --> TIME: 2024-06-11 06:56:33 -- STEP: 39/330 -- GLOBAL_STEP: 207500 | > loss_disc: 2.2472963333129883 (2.3607339369945035) | > loss_disc_real_0: 0.10679113864898682 (0.11310484909858459) | > loss_disc_real_1: 0.2018902599811554 (0.19868927238843379) | > loss_disc_real_2: 0.2096647024154663 (0.218086838722229) | > loss_disc_real_3: 0.2161891907453537 (0.22962669531504312) | > loss_disc_real_4: 0.2240063101053238 (0.22970436437007707) | > loss_disc_real_5: 0.20991411805152893 (0.2188452638876744) | > loss_0: 2.2472963333129883 (2.3607339369945035) | > grad_norm_0: tensor(22.1314, device='cuda:0') (tensor(13.8997, device='cuda:0')) | > loss_gen: 2.6356053352355957 (2.496940087049435) | > loss_kl: 1.9765232801437378 (1.8722742123481555) | > loss_feat: 7.676396369934082 (7.081842153500288) | > loss_mel: 17.722402572631836 (18.43662213056516) | > loss_duration: 2.02785587310791 (2.0669025274423456) | > loss_1: 32.03878402709961 (31.954581138415215) | > grad_norm_1: tensor(312.9264, device='cuda:0') (tensor(140.0054, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3554 (0.35004604779756987) | > loader_time: 0.0033 (0.00331570551945613) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_207500.pth  --> TIME: 2024-06-11 06:56:47 -- STEP: 64/330 -- GLOBAL_STEP: 207525 | > loss_disc: 2.304018020629883 (2.34239287301898) | > loss_disc_real_0: 0.12995436787605286 (0.11100605397950858) | > loss_disc_real_1: 0.19775235652923584 (0.20020996127277613) | > loss_disc_real_2: 0.2101844847202301 (0.2150803543627262) | > loss_disc_real_3: 0.2246488332748413 (0.22619110881350935) | > loss_disc_real_4: 0.19911271333694458 (0.2287862654775381) | > loss_disc_real_5: 0.2225194126367569 (0.2188102479558438) | > loss_0: 2.304018020629883 (2.34239287301898) | > grad_norm_0: tensor(9.3310, device='cuda:0') (tensor(16.5617, device='cuda:0')) | > loss_gen: 2.5100200176239014 (2.507631424814462) | > loss_kl: 1.8303945064544678 (1.8816850930452347) | > loss_feat: 7.6199049949646 (7.144223220646381) | > loss_mel: 18.693302154541016 (18.40947854518891) | > loss_duration: 2.015529155731201 (2.044397057965397) | > loss_1: 32.66914749145508 (31.98741525411606) | > grad_norm_1: tensor(164.1127, device='cuda:0') (tensor(192.3378, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3595 (0.362729761749506) | > loader_time: 0.0037 (0.0034416206181049347)  --> TIME: 2024-06-11 06:56:57 -- STEP: 89/330 -- GLOBAL_STEP: 207550 | > loss_disc: 2.3068103790283203 (2.3415465542439673) | > loss_disc_real_0: 0.10178437829017639 (0.11158318666929609) | > loss_disc_real_1: 0.20017071068286896 (0.19887813172313604) | > loss_disc_real_2: 0.2285352498292923 (0.21555618539954838) | > loss_disc_real_3: 0.18493689596652985 (0.22696800044413362) | > loss_disc_real_4: 0.20451025664806366 (0.22851408080438548) | > loss_disc_real_5: 0.18156488239765167 (0.21788480760676138) | > loss_0: 2.3068103790283203 (2.3415465542439673) | > grad_norm_0: tensor(6.8400, device='cuda:0') (tensor(18.5398, device='cuda:0')) | > loss_gen: 2.5913774967193604 (2.5138875714848545) | > loss_kl: 1.8637943267822266 (1.8936079539609758) | > loss_feat: 7.5050249099731445 (7.210576325320126) | > loss_mel: 18.170188903808594 (18.33136620682277) | > loss_duration: 2.0377378463745117 (2.0354648882083675) | > loss_1: 32.16812515258789 (31.98490279979919) | > grad_norm_1: tensor(260.8409, device='cuda:0') (tensor(210.9294, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3705 (0.36417497945635513) | > loader_time: 0.0035 (0.00349793541297484)  --> TIME: 2024-06-11 06:57:06 -- STEP: 114/330 -- GLOBAL_STEP: 207575 | > loss_disc: 2.2844202518463135 (2.336758220404908) | > loss_disc_real_0: 0.08541969954967499 (0.11374494302691075) | > loss_disc_real_1: 0.21189850568771362 (0.19995548706828503) | > loss_disc_real_2: 0.18129777908325195 (0.21625071777063504) | > loss_disc_real_3: 0.2129070907831192 (0.22614606992717376) | > loss_disc_real_4: 0.21535199880599976 (0.22588650607749036) | > loss_disc_real_5: 0.20246613025665283 (0.2159469879248686) | > loss_0: 2.2844202518463135 (2.336758220404908) | > grad_norm_0: tensor(19.3475, device='cuda:0') (tensor(20.5181, device='cuda:0')) | > loss_gen: 2.468021869659424 (2.5230991589395613) | > loss_kl: 2.00591778755188 (1.9008047507520307) | > loss_feat: 8.146439552307129 (7.247154386419999) | > loss_mel: 19.226598739624023 (18.32232050310101) | > loss_duration: 2.0509958267211914 (2.0348484296547733) | > loss_1: 33.897972106933594 (32.028227153577284) | > grad_norm_1: tensor(274.3666, device='cuda:0') (tensor(226.6840, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3664 (0.3648830965945596) | > loader_time: 0.0043 (0.0035694231066787452)  --> TIME: 2024-06-11 06:57:16 -- STEP: 139/330 -- GLOBAL_STEP: 207600 | > loss_disc: 2.34679913520813 (2.3304923558406685) | > loss_disc_real_0: 0.08640551567077637 (0.11273159869283224) | > loss_disc_real_1: 0.17002888023853302 (0.20078511568282148) | > loss_disc_real_2: 0.19460801780223846 (0.21514637103612475) | > loss_disc_real_3: 0.18971067667007446 (0.2267042795102373) | > loss_disc_real_4: 0.20378011465072632 (0.22543554919229136) | > loss_disc_real_5: 0.2207140177488327 (0.21613132653476524) | > loss_0: 2.34679913520813 (2.3304923558406685) | > grad_norm_0: tensor(25.1353, device='cuda:0') (tensor(20.0958, device='cuda:0')) | > loss_gen: 2.566664218902588 (2.537773746380702) | > loss_kl: 1.9718968868255615 (1.8988315510235245) | > loss_feat: 7.180859565734863 (7.279059221418642) | > loss_mel: 18.09474754333496 (18.329822993106976) | > loss_duration: 2.085224151611328 (2.038505546480631) | > loss_1: 31.89939308166504 (32.08399297865173) | > grad_norm_1: tensor(443.6739, device='cuda:0') (tensor(231.7703, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3738 (0.36768060279407094) | > loader_time: 0.0052 (0.0037128839561407514)  --> TIME: 2024-06-11 06:57:26 -- STEP: 164/330 -- GLOBAL_STEP: 207625 | > loss_disc: 2.42236328125 (2.336481722389777) | > loss_disc_real_0: 0.15655454993247986 (0.11477633847332583) | > loss_disc_real_1: 0.25305861234664917 (0.20175418839222048) | > loss_disc_real_2: 0.21979990601539612 (0.2154075681436352) | > loss_disc_real_3: 0.24116115272045135 (0.22708210258222203) | > loss_disc_real_4: 0.2503931522369385 (0.22518191359392026) | > loss_disc_real_5: 0.24523679912090302 (0.21591503500211529) | > loss_0: 2.42236328125 (2.336481722389777) | > grad_norm_0: tensor(18.4563, device='cuda:0') (tensor(22.0253, device='cuda:0')) | > loss_gen: 2.5676820278167725 (2.537323133247654) | > loss_kl: 2.0884127616882324 (1.9051409072992278) | > loss_feat: 6.839296340942383 (7.278566709378871) | > loss_mel: 18.12107276916504 (18.35293063884829) | > loss_duration: 2.0900940895080566 (2.040563046205334) | > loss_1: 31.706558227539062 (32.11452438773177) | > grad_norm_1: tensor(360.1004, device='cuda:0') (tensor(241.6152, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3891 (0.37173363057578485) | > loader_time: 0.0043 (0.0038509717801722084)  --> TIME: 2024-06-11 06:57:36 -- STEP: 189/330 -- GLOBAL_STEP: 207650 | > loss_disc: 2.2805399894714355 (2.336440025813994) | > loss_disc_real_0: 0.14884836971759796 (0.11510488832438434) | > loss_disc_real_1: 0.18656419217586517 (0.2015496796716458) | > loss_disc_real_2: 0.20139990746974945 (0.21566234615744734) | > loss_disc_real_3: 0.21700935065746307 (0.226941571112663) | > loss_disc_real_4: 0.20255011320114136 (0.2250564062879199) | > loss_disc_real_5: 0.19881302118301392 (0.21566849316238726) | > loss_0: 2.2805399894714355 (2.336440025813994) | > grad_norm_0: tensor(56.2546, device='cuda:0') (tensor(22.8627, device='cuda:0')) | > loss_gen: 2.6197891235351562 (2.5379219849904375) | > loss_kl: 1.9363374710083008 (1.9061732538162717) | > loss_feat: 7.400997638702393 (7.279695684947665) | > loss_mel: 17.893678665161133 (18.344257072166176) | > loss_duration: 2.1240129470825195 (2.047259485280071) | > loss_1: 31.974815368652344 (32.115307449663746) | > grad_norm_1: tensor(328.1575, device='cuda:0') (tensor(250.5737, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3973 (0.3761287669025401) | > loader_time: 0.0052 (0.003962237998922035)  --> TIME: 2024-06-11 06:57:47 -- STEP: 214/330 -- GLOBAL_STEP: 207675 | > loss_disc: 2.2875051498413086 (2.3347242446703316) | > loss_disc_real_0: 0.11858689039945602 (0.11601192410164904) | > loss_disc_real_1: 0.21320223808288574 (0.2012893397395856) | > loss_disc_real_2: 0.23433369398117065 (0.2157108258003386) | > loss_disc_real_3: 0.23560786247253418 (0.22622714574648953) | > loss_disc_real_4: 0.2035239040851593 (0.22477563978912674) | > loss_disc_real_5: 0.18971553444862366 (0.21531456416455386) | > loss_0: 2.2875051498413086 (2.3347242446703316) | > grad_norm_0: tensor(18.9922, device='cuda:0') (tensor(24.0004, device='cuda:0')) | > loss_gen: 2.566483736038208 (2.5358892088738556) | > loss_kl: 1.7613716125488281 (1.9077789432534547) | > loss_feat: 7.351404190063477 (7.282725057869314) | > loss_mel: 17.611772537231445 (18.289506332896607) | > loss_duration: 2.158766269683838 (2.054157727789657) | > loss_1: 31.449798583984375 (32.07005724505843) | > grad_norm_1: tensor(451.4224, device='cuda:0') (tensor(260.3145, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.3982 (0.379349944747497) | > loader_time: 0.0051 (0.004071134273136888)  --> TIME: 2024-06-11 06:57:57 -- STEP: 239/330 -- GLOBAL_STEP: 207700 | > loss_disc: 2.3031013011932373 (2.3355783947342093) | > loss_disc_real_0: 0.07097199559211731 (0.11655600849055844) | > loss_disc_real_1: 0.19311903417110443 (0.20106373958009058) | > loss_disc_real_2: 0.22779211401939392 (0.21555062043616957) | > loss_disc_real_3: 0.21988976001739502 (0.22642036412051528) | > loss_disc_real_4: 0.18789131939411163 (0.22461654694758698) | > loss_disc_real_5: 0.23817172646522522 (0.21554263266559426) | > loss_0: 2.3031013011932373 (2.3355783947342093) | > grad_norm_0: tensor(28.4944, device='cuda:0') (tensor(25.9211, device='cuda:0')) | > loss_gen: 2.593806266784668 (2.5400918906702654) | > loss_kl: 1.7904067039489746 (1.9050206634290048) | > loss_feat: 7.381289958953857 (7.300343343902332) | > loss_mel: 17.34026336669922 (18.25288146908814) | > loss_duration: 2.1002187728881836 (2.0618639526008065) | > loss_1: 31.20598602294922 (32.06020130173431) | > grad_norm_1: tensor(368.0706, device='cuda:0') (tensor(273.6306, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.4209 (0.38291514668005777) | > loader_time: 0.0052 (0.004209733907148926)  --> TIME: 2024-06-11 06:58:08 -- STEP: 264/330 -- GLOBAL_STEP: 207725 | > loss_disc: 2.286611795425415 (2.3359075215729783) | > loss_disc_real_0: 0.08185112476348877 (0.11800303066036466) | > loss_disc_real_1: 0.1623416543006897 (0.2007439358329231) | > loss_disc_real_2: 0.19624829292297363 (0.2152097110043872) | > loss_disc_real_3: 0.194926455616951 (0.22643930916533322) | > loss_disc_real_4: 0.2110293209552765 (0.22439504279331726) | > loss_disc_real_5: 0.21019186079502106 (0.21603779387519215) | > loss_0: 2.286611795425415 (2.3359075215729783) | > grad_norm_0: tensor(29.3151, device='cuda:0') (tensor(27.4378, device='cuda:0')) | > loss_gen: 2.333828926086426 (2.543973097295472) | > loss_kl: 2.050041913986206 (1.9090022670500206) | > loss_feat: 7.41472053527832 (7.3141265547636785) | > loss_mel: 17.758787155151367 (18.22393618930472) | > loss_duration: 2.1738734245300293 (2.068781384464466) | > loss_1: 31.731250762939453 (32.05981948881437) | > grad_norm_1: tensor(424.7534, device='cuda:0') (tensor(287.2940, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.4281 (0.3869332996281711) | > loader_time: 0.0063 (0.004365973400347159)  --> TIME: 2024-06-11 06:58:20 -- STEP: 289/330 -- GLOBAL_STEP: 207750 | > loss_disc: 2.4438865184783936 (2.3415188748118765) | > loss_disc_real_0: 0.1111246645450592 (0.1183061553970959) | > loss_disc_real_1: 0.2080688774585724 (0.2010406029368767) | > loss_disc_real_2: 0.1804332286119461 (0.21529665120126468) | > loss_disc_real_3: 0.24169394373893738 (0.2268926998838834) | > loss_disc_real_4: 0.27901554107666016 (0.225699360704752) | > loss_disc_real_5: 0.24737687408924103 (0.2166284040699368) | > loss_0: 2.4438865184783936 (2.3415188748118765) | > grad_norm_0: tensor(7.4989, device='cuda:0') (tensor(26.5164, device='cuda:0')) | > loss_gen: 2.464017868041992 (2.5363299821899834) | > loss_kl: 2.026581048965454 (1.9115653376265793) | > loss_feat: 6.664361000061035 (7.3086709415211395) | > loss_mel: 17.081974029541016 (18.182225204256596) | > loss_duration: 2.230504274368286 (2.077738721890433) | > loss_1: 30.467437744140625 (32.01653015242314) | > grad_norm_1: tensor(72.4779, device='cuda:0') (tensor(280.6090, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.4548 (0.39280594673948716) | > loader_time: 0.0071 (0.004546578780177554)  --> TIME: 2024-06-11 06:58:33 -- STEP: 314/330 -- GLOBAL_STEP: 207775 | > loss_disc: 2.3934378623962402 (2.344845325324184) | > loss_disc_real_0: 0.13804814219474792 (0.11948175587139692) | > loss_disc_real_1: 0.25076937675476074 (0.2016436564884368) | > loss_disc_real_2: 0.19553855061531067 (0.21518549925772248) | > loss_disc_real_3: 0.23782049119472504 (0.22702334303954605) | > loss_disc_real_4: 0.24047492444515228 (0.2260810504578481) | > loss_disc_real_5: 0.2237580120563507 (0.21682162487962445) | > loss_0: 2.3934378623962402 (2.344845325324184) | > grad_norm_0: tensor(19.9911, device='cuda:0') (tensor(25.9196, device='cuda:0')) | > loss_gen: 2.4283480644226074 (2.529339040160938) | > loss_kl: 1.9896215200424194 (1.913775128923404) | > loss_feat: 7.701864242553711 (7.3057730091605215) | > loss_mel: 17.68822479248047 (18.13393420322687) | > loss_duration: 2.273061990737915 (2.0901153706441264) | > loss_1: 32.08112335205078 (31.972936721364373) | > grad_norm_1: tensor(246.3637, device='cuda:0') (tensor(274.5892, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.5511 (0.40209867847952885) | > loader_time: 0.0083 (0.004756123397001035)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.470947504043579 (2.470947504043579) | > loss_disc_real_0: 0.1611192524433136 (0.1611192524433136) | > loss_disc_real_1: 0.2751394212245941 (0.2751394212245941) | > loss_disc_real_2: 0.1837390661239624 (0.1837390661239624) | > loss_disc_real_3: 0.30386295914649963 (0.30386295914649963) | > loss_disc_real_4: 0.29308268427848816 (0.29308268427848816) | > loss_disc_real_5: 0.27292531728744507 (0.27292531728744507) | > loss_0: 2.470947504043579 (2.470947504043579) | > loss_gen: 2.6875357627868652 (2.6875357627868652) | > loss_kl: 2.599250316619873 (2.599250316619873) | > loss_feat: 6.813767433166504 (6.813767433166504) | > loss_mel: 18.391693115234375 (18.391693115234375) | > loss_duration: 2.882051944732666 (2.882051944732666) | > loss_1: 33.374298095703125 (33.374298095703125)  --> STEP: 1 | > loss_disc: 2.177842140197754 (2.177842140197754) | > loss_disc_real_0: 0.09511076658964157 (0.09511076658964157) | > loss_disc_real_1: 0.17048025131225586 (0.17048025131225586) | > loss_disc_real_2: 0.19767069816589355 (0.19767069816589355) | > loss_disc_real_3: 0.2737915515899658 (0.2737915515899658) | > loss_disc_real_4: 0.22116857767105103 (0.22116857767105103) | > loss_disc_real_5: 0.23543915152549744 (0.23543915152549744) | > loss_0: 2.177842140197754 (2.177842140197754) | > loss_gen: 2.5641660690307617 (2.5641660690307617) | > loss_kl: 2.3606033325195312 (2.3606033325195312) | > loss_feat: 6.208588123321533 (6.208588123321533) | > loss_mel: 17.907663345336914 (17.907663345336914) | > loss_duration: 2.3558731079101562 (2.3558731079101562) | > loss_1: 31.396892547607422 (31.396892547607422)  --> STEP: 2 | > loss_disc: 2.1619083881378174 (2.1698752641677856) | > loss_disc_real_0: 0.1594279706478119 (0.12726936861872673) | > loss_disc_real_1: 0.19303971529006958 (0.18175998330116272) | > loss_disc_real_2: 0.23545855283737183 (0.2165646255016327) | > loss_disc_real_3: 0.22701798379421234 (0.2504047676920891) | > loss_disc_real_4: 0.2832416594028473 (0.25220511853694916) | > loss_disc_real_5: 0.2986307144165039 (0.26703493297100067) | > loss_0: 2.1619083881378174 (2.1698752641677856) | > loss_gen: 3.2243947982788086 (2.894280433654785) | > loss_kl: 2.350847005844116 (2.3557251691818237) | > loss_feat: 8.216696739196777 (7.212642431259155) | > loss_mel: 20.308189392089844 (19.10792636871338) | > loss_duration: 2.431314468383789 (2.3935937881469727) | > loss_1: 36.53144073486328 (33.96416664123535)  --> STEP: 3 | > loss_disc: 2.0262272357940674 (2.121992588043213) | > loss_disc_real_0: 0.06868933141231537 (0.10774268954992294) | > loss_disc_real_1: 0.12249834835529327 (0.1620061049858729) | > loss_disc_real_2: 0.1656349152326584 (0.19958805541197458) | > loss_disc_real_3: 0.20442511141300201 (0.23507821559906006) | > loss_disc_real_4: 0.228197380900383 (0.24420253932476044) | > loss_disc_real_5: 0.22655493021011353 (0.25354159871737164) | > loss_0: 2.0262272357940674 (2.121992588043213) | > loss_gen: 2.74885892868042 (2.84580659866333) | > loss_kl: 3.3204495906829834 (2.677299976348877) | > loss_feat: 9.480843544006348 (7.968709468841553) | > loss_mel: 19.999919891357422 (19.40525754292806) | > loss_duration: 2.2714295387268066 (2.352872371673584) | > loss_1: 37.821502685546875 (35.249945322672524)  --> STEP: 4 | > loss_disc: 2.3746609687805176 (2.185159683227539) | > loss_disc_real_0: 0.14873649179935455 (0.11799114011228085) | > loss_disc_real_1: 0.2221439778804779 (0.17704057320952415) | > loss_disc_real_2: 0.2241743803024292 (0.20573463663458824) | > loss_disc_real_3: 0.2546650171279907 (0.23997491598129272) | > loss_disc_real_4: 0.24728065729141235 (0.24497206881642342) | > loss_disc_real_5: 0.3308583199977875 (0.2728707790374756) | > loss_0: 2.3746609687805176 (2.185159683227539) | > loss_gen: 2.582780599594116 (2.7800500988960266) | > loss_kl: 2.483733892440796 (2.6289084553718567) | > loss_feat: 5.7031941413879395 (7.402330636978149) | > loss_mel: 19.214651107788086 (19.357605934143066) | > loss_duration: 2.275179386138916 (2.333449125289917) | > loss_1: 32.25954055786133 (34.50234413146973)  --> STEP: 5 | > loss_disc: 2.5072848796844482 (2.2495847225189207) | > loss_disc_real_0: 0.16984796524047852 (0.12836250513792039) | > loss_disc_real_1: 0.21211150288581848 (0.18405475914478303) | > loss_disc_real_2: 0.2465449720621109 (0.21389670372009278) | > loss_disc_real_3: 0.26603665947914124 (0.24518726468086244) | > loss_disc_real_4: 0.35530731081962585 (0.2670391172170639) | > loss_disc_real_5: 0.2693876326084137 (0.2721741497516632) | > loss_0: 2.5072848796844482 (2.2495847225189207) | > loss_gen: 2.6086061000823975 (2.7457612991333007) | > loss_kl: 2.66281795501709 (2.6356903553009032) | > loss_feat: 4.786517143249512 (6.879167938232422) | > loss_mel: 18.349613189697266 (19.156007385253908) | > loss_duration: 2.3709182739257812 (2.34094295501709) | > loss_1: 30.778472900390625 (33.75756988525391)  --> STEP: 6 | > loss_disc: 2.4248292446136475 (2.278792142868042) | > loss_disc_real_0: 0.07238367199897766 (0.11903269961476326) | > loss_disc_real_1: 0.20459915697574615 (0.18747882544994354) | > loss_disc_real_2: 0.1957416534423828 (0.2108708620071411) | > loss_disc_real_3: 0.3073386549949646 (0.25554582973321277) | > loss_disc_real_4: 0.2759511470794678 (0.26852445552746457) | > loss_disc_real_5: 0.35228288173675537 (0.2855256050825119) | > loss_0: 2.4248292446136475 (2.278792142868042) | > loss_gen: 2.5097036361694336 (2.7064183553059897) | > loss_kl: 2.8841629028320312 (2.6771024465560913) | > loss_feat: 5.265121936798096 (6.610160271326701) | > loss_mel: 17.540538787841797 (18.886762619018555) | > loss_duration: 2.2066404819488525 (2.318559209505717) | > loss_1: 30.40616798400879 (33.19900290171305)  --> STEP: 7 | > loss_disc: 2.3777365684509277 (2.2929270608084544) | > loss_disc_real_0: 0.20019975304603577 (0.1306279929620879) | > loss_disc_real_1: 0.19249987602233887 (0.18819611838885716) | > loss_disc_real_2: 0.17009291052818298 (0.20504544036728994) | > loss_disc_real_3: 0.2637389600276947 (0.25671627691813875) | > loss_disc_real_4: 0.2444283664226532 (0.2650821570839201) | > loss_disc_real_5: 0.2905237674713135 (0.28623962828091215) | > loss_0: 2.3777365684509277 (2.2929270608084544) | > loss_gen: 2.657186508178711 (2.699385234287807) | > loss_kl: 3.625765800476074 (2.8126257828303745) | > loss_feat: 6.286917686462402 (6.563982759203229) | > loss_mel: 17.14078140258789 (18.63733673095703) | > loss_duration: 2.5149264335632324 (2.346611670085362) | > loss_1: 32.22557830810547 (33.0599422454834)  --> STEP: 8 | > loss_disc: 2.1453871726989746 (2.2744845747947693) | > loss_disc_real_0: 0.13511855900287628 (0.13118931371718645) | > loss_disc_real_1: 0.17065216600894928 (0.18600312434136868) | > loss_disc_real_2: 0.1378878802061081 (0.19665074534714222) | > loss_disc_real_3: 0.1649037003517151 (0.2452397048473358) | > loss_disc_real_4: 0.1378328800201416 (0.24917599745094776) | > loss_disc_real_5: 0.19864994287490845 (0.27529091760516167) | > loss_0: 2.1453871726989746 (2.2744845747947693) | > loss_gen: 2.5898759365081787 (2.6856965720653534) | > loss_kl: 2.901297092437744 (2.8237096965312958) | > loss_feat: 11.436903953552246 (7.173097908496857) | > loss_mel: 20.677663803100586 (18.892377614974976) | > loss_duration: 2.1829442977905273 (2.3261532485485077) | > loss_1: 39.7886848449707 (33.90103507041931)  --> STEP: 9 | > loss_disc: 2.2445876598358154 (2.2711626953548856) | > loss_disc_real_0: 0.15138156712055206 (0.1334328974286715) | > loss_disc_real_1: 0.24376140534877777 (0.1924207111199697) | > loss_disc_real_2: 0.1530449241399765 (0.1918056541019016) | > loss_disc_real_3: 0.19905979931354523 (0.24010860423247019) | > loss_disc_real_4: 0.18555240333080292 (0.2421067092153761) | > loss_disc_real_5: 0.1614381968975067 (0.2626406153043111) | > loss_0: 2.2445876598358154 (2.2711626953548856) | > loss_gen: 2.529439687728882 (2.6683346960279675) | > loss_kl: 2.738953113555908 (2.8142922984229193) | > loss_feat: 11.881509780883789 (7.696254783206516) | > loss_mel: 20.161802291870117 (19.033424801296658) | > loss_duration: 2.138794183731079 (2.3053355746799045) | > loss_1: 39.450496673583984 (34.517641915215385)  --> STEP: 10 | > loss_disc: 2.243095636367798 (2.2683559894561767) | > loss_disc_real_0: 0.2506197392940521 (0.14515158161520958) | > loss_disc_real_1: 0.22861680388450623 (0.19604032039642333) | > loss_disc_real_2: 0.23450867831707 (0.19607595652341842) | > loss_disc_real_3: 0.23991505801677704 (0.2400892496109009) | > loss_disc_real_4: 0.25021570920944214 (0.24291760921478273) | > loss_disc_real_5: 0.22166094183921814 (0.2585426479578018) | > loss_0: 2.243095636367798 (2.2683559894561767) | > loss_gen: 3.4807639122009277 (2.7495776176452638) | > loss_kl: 2.545891761779785 (2.787452244758606) | > loss_feat: 7.4269514083862305 (7.669324445724487) | > loss_mel: 16.960384368896484 (18.82612075805664) | > loss_duration: 2.2814602851867676 (2.3029480457305906) | > loss_1: 32.69545364379883 (34.33542308807373)  --> STEP: 11 | > loss_disc: 2.5123186111450195 (2.290534409609708) | > loss_disc_real_0: 0.17626091837882996 (0.14797970313917508) | > loss_disc_real_1: 0.1943408101797104 (0.19588581946763126) | > loss_disc_real_2: 0.21529141068458557 (0.19782281599261545) | > loss_disc_real_3: 0.3148047924041748 (0.2468815716830167) | > loss_disc_real_4: 0.25169068574905396 (0.2437151616269892) | > loss_disc_real_5: 0.3170987069606781 (0.2638659260489724) | > loss_0: 2.5123186111450195 (2.290534409609708) | > loss_gen: 2.4237470626831055 (2.7199566581032495) | > loss_kl: 3.399137258529663 (2.8430599732832476) | > loss_feat: 5.199042320251465 (7.444753343408758) | > loss_mel: 17.579776763916016 (18.712816758589312) | > loss_duration: 2.523810386657715 (2.3230264403603296) | > loss_1: 31.12551498413086 (34.04361326044256)  --> STEP: 12 | > loss_disc: 2.420398235321045 (2.301356395085653) | > loss_disc_real_0: 0.09843835979700089 (0.14385125786066055) | > loss_disc_real_1: 0.21533946692943573 (0.19750695675611496) | > loss_disc_real_2: 0.19476008415222168 (0.19756758833924928) | > loss_disc_real_3: 0.34234365820884705 (0.2548367455601692) | > loss_disc_real_4: 0.25831371545791626 (0.24493170777956644) | > loss_disc_real_5: 0.3089081346988678 (0.26761944343646366) | > loss_0: 2.420398235321045 (2.301356395085653) | > loss_gen: 2.7343087196350098 (2.721152663230896) | > loss_kl: 2.1699132919311523 (2.7869644165039062) | > loss_feat: 7.402272701263428 (7.441213289896647) | > loss_mel: 19.47954750061035 (18.776710987091064) | > loss_duration: 2.2578303813934326 (2.3175934354464216) | > loss_1: 34.04387283325195 (34.04363489151001)  --> STEP: 13 | > loss_disc: 2.3895506858825684 (2.3081405713008) | > loss_disc_real_0: 0.13062381744384766 (0.14283376244398263) | > loss_disc_real_1: 0.19957970082759857 (0.19766639860776755) | > loss_disc_real_2: 0.2738281190395355 (0.20343378300850207) | > loss_disc_real_3: 0.28334227204322815 (0.2570294783665584) | > loss_disc_real_4: 0.243332639336586 (0.2448087025147218) | > loss_disc_real_5: 0.20960633456707 (0.26315689660035646) | > loss_0: 2.3895506858825684 (2.3081405713008) | > loss_gen: 2.561100721359253 (2.7088409753946157) | > loss_kl: 2.3027491569519043 (2.74971708884606) | > loss_feat: 5.686644554138184 (7.306246464069073) | > loss_mel: 16.975345611572266 (18.638144419743465) | > loss_duration: 2.17924165725708 (2.3069509909703183) | > loss_1: 29.705080032348633 (33.70989990234375)  --> STEP: 14 | > loss_disc: 2.2426652908325195 (2.3034637655530656) | > loss_disc_real_0: 0.08801165223121643 (0.13891789742878505) | > loss_disc_real_1: 0.18384145200252533 (0.19667890242167882) | > loss_disc_real_2: 0.23483318090438843 (0.20567659714392253) | > loss_disc_real_3: 0.23942700028419495 (0.2557721585035324) | > loss_disc_real_4: 0.25723525881767273 (0.2456963136792183) | > loss_disc_real_5: 0.2344614714384079 (0.261107223374503) | > loss_0: 2.2426652908325195 (2.3034637655530656) | > loss_gen: 2.4566287994384766 (2.6908258199691772) | > loss_kl: 3.550971746444702 (2.80694956438882) | > loss_feat: 6.776799201965332 (7.268428802490234) | > loss_mel: 18.892797470092773 (18.656333923339844) | > loss_duration: 2.4276490211486816 (2.315572278840201) | > loss_1: 34.1048469543457 (33.738110406058176)  --> STEP: 15 | > loss_disc: 2.5345358848571777 (2.318868573506673) | > loss_disc_real_0: 0.1922970861196518 (0.14247651000817615) | > loss_disc_real_1: 0.2140772044658661 (0.19783878922462464) | > loss_disc_real_2: 0.25358328223228455 (0.20887037614981332) | > loss_disc_real_3: 0.24128614366054535 (0.2548064241806666) | > loss_disc_real_4: 0.26002609729766846 (0.24665163258711498) | > loss_disc_real_5: 0.23739752173423767 (0.2595265765984853) | > loss_0: 2.5345358848571777 (2.318868573506673) | > loss_gen: 2.278388738632202 (2.663330014546712) | > loss_kl: 3.225048303604126 (2.8348228136698403) | > loss_feat: 7.131269931793213 (7.2592848777771) | > loss_mel: 16.221649169921875 (18.494021606445312) | > loss_duration: 2.320476531982422 (2.3158992290496827) | > loss_1: 31.176834106445312 (33.56735865275065)  --> STEP: 16 | > loss_disc: 2.4041848182678223 (2.324200838804245) | > loss_disc_real_0: 0.13897675275802612 (0.1422577751800418) | > loss_disc_real_1: 0.14075961709022522 (0.19427134096622467) | > loss_disc_real_2: 0.17274543642997742 (0.2066125674173236) | > loss_disc_real_3: 0.27677541971206665 (0.2561794864013791) | > loss_disc_real_4: 0.2111569046974182 (0.24443321209400892) | > loss_disc_real_5: 0.25676411390304565 (0.25935392268002033) | > loss_0: 2.4041848182678223 (2.324200838804245) | > loss_gen: 2.1561989784240723 (2.6316343247890472) | > loss_kl: 2.4332189559936523 (2.8097225725650787) | > loss_feat: 9.474536895751953 (7.397738128900528) | > loss_mel: 18.297433853149414 (18.48173487186432) | > loss_duration: 2.360814094543457 (2.3187064081430435) | > loss_1: 34.72220230102539 (33.63953638076782)  --> STEP: 17 | > loss_disc: 2.210987091064453 (2.317541206584257) | > loss_disc_real_0: 0.06979195773601532 (0.13799508003627553) | > loss_disc_real_1: 0.20874696969985962 (0.19512284853879144) | > loss_disc_real_2: 0.2734062373638153 (0.21054160682594075) | > loss_disc_real_3: 0.26288866996765137 (0.2565741442582187) | > loss_disc_real_4: 0.2906738519668579 (0.24715324973358826) | > loss_disc_real_5: 0.26944079995155334 (0.2599472684018752) | > loss_0: 2.210987091064453 (2.317541206584257) | > loss_gen: 2.733919143676758 (2.6376510788412655) | > loss_kl: 2.46089243888855 (2.7892031529370476) | > loss_feat: 5.670206069946289 (7.296118596020867) | > 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loss_disc: 2.552035093307495 (2.32677455952293) | > loss_disc_real_0: 0.1825159341096878 (0.14039038827544764) | > loss_disc_real_1: 0.2618384063243866 (0.19629333599617607) | > loss_disc_real_2: 0.23309540748596191 (0.2095989090831656) | > loss_disc_real_3: 0.19259202480316162 (0.2503616213798523) | > loss_disc_real_4: 0.17631687223911285 (0.24142604752590782) | > loss_disc_real_5: 0.15391507744789124 (0.2545737718280993) | > loss_0: 2.552035093307495 (2.32677455952293) | > loss_gen: 2.14752459526062 (2.6022079116419743) | > loss_kl: 2.0161616802215576 (2.7304113162191292) | > loss_feat: 8.91581916809082 (7.40074546713578) | > loss_mel: 17.96350860595703 (18.357961654663086) | > loss_duration: 2.317542791366577 (2.3221478838669625) | > loss_1: 33.36055374145508 (33.41347413314016)  --> STEP: 20 | > loss_disc: 2.3483762741088867 (2.327854645252228) | > loss_disc_real_0: 0.10686934739351273 (0.1387143362313509) | > loss_disc_real_1: 0.21037094295024872 (0.1969972163438797) | > loss_disc_real_2: 0.2823188006877899 (0.21323490366339684) | > loss_disc_real_3: 0.2609935402870178 (0.2508932173252106) | > loss_disc_real_4: 0.20805567502975464 (0.23975752890110016) | > loss_disc_real_5: 0.21388252079486847 (0.25253920927643775) | > loss_0: 2.3483762741088867 (2.327854645252228) | > loss_gen: 2.5801215171813965 (2.601103591918945) | > loss_kl: 2.0131993293762207 (2.6945507168769836) | > loss_feat: 5.206663608551025 (7.291041374206543) | > loss_mel: 19.158233642578125 (18.39797525405884) | > loss_duration: 2.294447422027588 (2.3207628607749937) | > loss_1: 31.252666473388672 (33.30543375015259)  --> STEP: 21 | > loss_disc: 2.4203786849975586 (2.332260551906767) | > loss_disc_real_0: 0.14295339584350586 (0.1389161962128821) | > loss_disc_real_1: 0.20262283086776733 (0.1972651027497791) | > loss_disc_real_2: 0.2634395360946655 (0.2156256004458382) | > loss_disc_real_3: 0.2632673382759094 (0.2514824611800058) | > loss_disc_real_4: 0.2842985987663269 (0.24187853222801572) | > loss_disc_real_5: 0.2704349160194397 (0.2533913857880093) | > loss_0: 2.4203786849975586 (2.332260551906767) | > loss_gen: 2.733896493911743 (2.6074270634424117) | > loss_kl: 1.741227388381958 (2.64915436790103) | > loss_feat: 6.093730926513672 (7.234026590983073) | > loss_mel: 15.92223072052002 (18.280082657223655) | > loss_duration: 2.1688132286071777 (2.313527164005098) | > loss_1: 28.65989875793457 (33.084217798142205)  --> STEP: 22 | > loss_disc: 2.608884334564209 (2.3448343602093784) | > loss_disc_real_0: 0.13022467494010925 (0.13852112706411968) | > loss_disc_real_1: 0.24429118633270264 (0.19940265200354837) | > loss_disc_real_2: 0.15256430208683014 (0.212759177793156) | > loss_disc_real_3: 0.23589961230754852 (0.25077414986762137) | > loss_disc_real_4: 0.25378358364105225 (0.24241967092860828) | > loss_disc_real_5: 0.2956388294696808 (0.2553117241371762) | > loss_0: 2.608884334564209 (2.3448343602093784) | > loss_gen: 2.193493366241455 (2.5886118953878228) | > loss_kl: 2.153567314147949 (2.6266276836395264) | > loss_feat: 6.819706439971924 (7.215193856846202) | > loss_mel: 17.627126693725586 (18.250402840701017) | > loss_duration: 2.166895866394043 (2.3068621050227773) | > loss_1: 30.96078872680664 (32.98769829489968)  --> STEP: 23 | > loss_disc: 2.4989209175109863 (2.351533775744231) | > loss_disc_real_0: 0.12397828698158264 (0.13788882966922678) | > loss_disc_real_1: 0.2723606526851654 (0.20257473898970563) | > loss_disc_real_2: 0.20222096145153046 (0.2123009944739549) | > loss_disc_real_3: 0.3529641032218933 (0.2552171913178071) | > loss_disc_real_4: 0.294283002614975 (0.24467459839323294) | > loss_disc_real_5: 0.275690495967865 (0.2561977576950322) | > loss_0: 2.4989209175109863 (2.351533775744231) | > loss_gen: 2.7105655670166016 (2.5939142289369004) | > loss_kl: 2.453240394592285 (2.6190891058548638) | > loss_feat: 7.037021636962891 (7.207447238590406) | > loss_mel: 19.439891815185547 (18.302119752635125) | > loss_duration: 2.2547242641448975 (2.304595242375913) | > loss_1: 33.895442962646484 (33.02716545436693)  --> STEP: 24 | > loss_disc: 2.274320125579834 (2.3483165403207145) | > loss_disc_real_0: 0.08048795163631439 (0.1354971264178554) | > loss_disc_real_1: 0.18932341039180756 (0.20202260029812655) | > loss_disc_real_2: 0.13432900607585907 (0.20905216162403426) | > loss_disc_real_3: 0.2472069412469864 (0.2548834308981896) | > loss_disc_real_4: 0.26976343989372253 (0.24571996678908667) | > loss_disc_real_5: 0.23952965438365936 (0.2555032533903917) | > loss_0: 2.274320125579834 (2.3483165403207145) | > loss_gen: 2.456644058227539 (2.588194638490677) | > loss_kl: 2.2141618728637695 (2.602217137813568) | > loss_feat: 6.2062788009643555 (7.1657318870226545) | > loss_mel: 17.848630905151367 (18.283224383989968) | > loss_duration: 2.385927438735962 (2.3079840838909154) | > loss_1: 31.111642837524414 (32.94735201199849)  --> STEP: 25 | > loss_disc: 2.340104579925537 (2.3479880619049074) | > loss_disc_real_0: 0.09682395309209824 (0.13395019948482514) | > loss_disc_real_1: 0.1938071995973587 (0.20169398427009583) | > loss_disc_real_2: 0.20173071324825287 (0.208759303689003) | > loss_disc_real_3: 0.21659354865550995 (0.25335183560848246) | > loss_disc_real_4: 0.21053655445575714 (0.24431263029575348) | > loss_disc_real_5: 0.2566990554332733 (0.255551085472107) | > loss_0: 2.340104579925537 (2.3479880619049074) | > loss_gen: 2.4208176136016846 (2.581499557495117) | > loss_kl: 2.41375732421875 (2.5946787452697753) | > loss_feat: 6.730096340179443 (7.148306465148925) | > loss_mel: 17.117162704467773 (18.23658191680908) | > loss_duration: 2.345442295074463 (2.3094824123382574) | > loss_1: 31.02727699279785 (32.870549011230466)  --> STEP: 26 | > loss_disc: 2.4657094478607178 (2.3525158075185924) | > loss_disc_real_0: 0.23900796473026276 (0.13799088276349583) | > loss_disc_real_1: 0.15911585092544556 (0.20005636375684005) | > loss_disc_real_2: 0.18097032606601715 (0.2076904968573497) | > loss_disc_real_3: 0.18649344146251678 (0.2507803589105607) | > loss_disc_real_4: 0.19832365214824677 (0.2425438234439263) | > loss_disc_real_5: 0.21790574491024017 (0.254103187758189) | > loss_0: 2.4657094478607178 (2.3525158075185924) | > loss_gen: 2.276709794998169 (2.569776874322158) | > loss_kl: 2.2740726470947266 (2.582347741493812) | > loss_feat: 12.509235382080078 (7.354496038877047) | > loss_mel: 21.94644546508789 (18.379268976358265) | > loss_duration: 2.289271116256714 (2.3087050547966594) | > loss_1: 41.29573440551758 (33.19459460331843) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023711002790010897 (-6.44372059748718e-05) | > avg_loss_disc: 2.3525158075185924 (-0.059296094454251325) | > avg_loss_disc_real_0: 0.13799088276349583 (-0.01122986124112052) | > avg_loss_disc_real_1: 0.20005636375684005 (-0.03720505249041778) | > avg_loss_disc_real_2: 0.2076904968573497 (-0.000563308596611023) | > avg_loss_disc_real_3: 0.2507803589105607 (+0.028882631888756505) | > avg_loss_disc_real_4: 0.2425438234439263 (-0.010205392654125595) | > avg_loss_disc_real_5: 0.254103187758189 (+0.013837047207814035) | > avg_loss_0: 2.3525158075185924 (-0.059296094454251325) | > avg_loss_gen: 2.569776874322158 (+0.051382427032177436) | > avg_loss_kl: 2.582347741493812 (-0.0009947281617384007) | > avg_loss_feat: 7.354496038877047 (-0.060999008325430815) | > avg_loss_mel: 18.379268976358265 (-0.7227178353529737) | > avg_loss_duration: 2.3087050547966594 (+0.017748814362747112) | > avg_loss_1: 33.19459460331843 (-0.7155805734487757)  > EPOCH: 363/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 06:59:02)   --> TIME: 2024-06-11 06:59:07 -- STEP: 9/330 -- GLOBAL_STEP: 207800 | > loss_disc: 2.3156652450561523 (2.3255175484551325) | > loss_disc_real_0: 0.11120188236236572 (0.11179367783996794) | > loss_disc_real_1: 0.17592212557792664 (0.18557180878188875) | > loss_disc_real_2: 0.22826221585273743 (0.21274537510342068) | > loss_disc_real_3: 0.26174530386924744 (0.23007556133800083) | > loss_disc_real_4: 0.23931601643562317 (0.22936879926257664) | > loss_disc_real_5: 0.22921298444271088 (0.2249712778462304) | > loss_0: 2.3156652450561523 (2.3255175484551325) | > grad_norm_0: tensor(8.7570, device='cuda:0') (tensor(7.2461, device='cuda:0')) | > loss_gen: 2.6005465984344482 (2.469346284866333) | > loss_kl: 1.9680451154708862 (1.7569390137990315) | > loss_feat: 7.14845609664917 (6.79054594039917) | > loss_mel: 18.5854549407959 (18.595810148451065) | > loss_duration: 2.1079535484313965 (2.19139920340644) | > loss_1: 32.41045379638672 (31.804039637247723) | > grad_norm_1: tensor(111.1690, device='cuda:0') (tensor(83.5066, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3422 (0.34952261712816024) | > loader_time: 0.0029 (0.0028879112667507595)  --> TIME: 2024-06-11 06:59:16 -- STEP: 34/330 -- GLOBAL_STEP: 207825 | > loss_disc: 2.4231204986572266 (2.310026056626264) | > loss_disc_real_0: 0.11420644074678421 (0.11088892488795168) | > loss_disc_real_1: 0.20493043959140778 (0.1975038307992851) | > loss_disc_real_2: 0.17012432217597961 (0.20810599975726185) | > loss_disc_real_3: 0.2617591917514801 (0.22591366925660303) | > loss_disc_real_4: 0.2536918818950653 (0.22551616105963201) | > loss_disc_real_5: 0.2391354888677597 (0.21629374693421757) | > loss_0: 2.4231204986572266 (2.310026056626264) | > grad_norm_0: tensor(8.2803, device='cuda:0') (tensor(9.7346, device='cuda:0')) | > loss_gen: 2.580369472503662 (2.5108995647991406) | > loss_kl: 1.7960631847381592 (1.8307768246706795) | > loss_feat: 7.63347053527832 (7.089207018122954) | > loss_mel: 18.533863067626953 (18.262356814216165) | > loss_duration: 2.072976589202881 (2.0794254190781536) | > loss_1: 32.61674499511719 (31.772665304296158) | > grad_norm_1: tensor(110.8678, device='cuda:0') (tensor(105.2700, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3709 (0.3550549254697912) | > loader_time: 0.0033 (0.0032518821604111616)  --> TIME: 2024-06-11 06:59:25 -- STEP: 59/330 -- GLOBAL_STEP: 207850 | > loss_disc: 2.294813632965088 (2.3189689951427903) | > loss_disc_real_0: 0.12576356530189514 (0.11271003974696338) | > loss_disc_real_1: 0.2119300812482834 (0.19748053043070485) | > loss_disc_real_2: 0.18426266312599182 (0.20917702377852748) | > loss_disc_real_3: 0.21035371720790863 (0.22585854136337669) | > loss_disc_real_4: 0.2371358573436737 (0.22554035510047007) | > loss_disc_real_5: 0.22361107170581818 (0.2151837427232225) | > loss_0: 2.294813632965088 (2.3189689951427903) | > grad_norm_0: tensor(14.2086, device='cuda:0') (tensor(11.4915, device='cuda:0')) | > loss_gen: 2.5460643768310547 (2.5187752974235407) | > loss_kl: 1.8704928159713745 (1.8201045201996626) | > loss_feat: 6.908888339996338 (7.199069742429054) | > loss_mel: 17.724594116210938 (18.286469346385893) | > loss_duration: 1.9901800155639648 (2.0467564716177487) | > loss_1: 31.040218353271484 (31.87117499012058) | > grad_norm_1: tensor(116.3141, device='cuda:0') (tensor(120.1662, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3599 (0.3585838140067408) | > loader_time: 0.0036 (0.0033687656208620234)  --> TIME: 2024-06-11 06:59:34 -- STEP: 84/330 -- GLOBAL_STEP: 207875 | > loss_disc: 2.28322696685791 (2.3176877072879245) | > loss_disc_real_0: 0.08670230209827423 (0.11285121153507914) | > loss_disc_real_1: 0.1906762272119522 (0.19667214146327405) | > loss_disc_real_2: 0.19644293189048767 (0.21089282010992363) | > loss_disc_real_3: 0.21186180412769318 (0.2266919612884521) | > loss_disc_real_4: 0.2360675036907196 (0.22625640212070375) | > loss_disc_real_5: 0.2075807750225067 (0.21502159181095304) | > loss_0: 2.28322696685791 (2.3176877072879245) | > grad_norm_0: tensor(19.9504, device='cuda:0') (tensor(12.1576, device='cuda:0')) | > loss_gen: 2.5918312072753906 (2.52851870230266) | > loss_kl: 1.8882579803466797 (1.8345808330036344) | > loss_feat: 7.523777008056641 (7.252546991620745) | > loss_mel: 18.322179794311523 (18.292914231618248) | > loss_duration: 2.091984987258911 (2.0364721516768136) | > loss_1: 32.41802978515625 (31.94503255117507) | > grad_norm_1: tensor(284.1621, device='cuda:0') (tensor(135.8789, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.4007 (0.3628041403634206) | > loader_time: 0.0039 (0.0034964907737005326)  --> TIME: 2024-06-11 06:59:44 -- STEP: 109/330 -- GLOBAL_STEP: 207900 | > loss_disc: 2.259303092956543 (2.3118442373538226) | > loss_disc_real_0: 0.1192910224199295 (0.11193834682670209) | > loss_disc_real_1: 0.2089838832616806 (0.19732710889993457) | > loss_disc_real_2: 0.21551354229450226 (0.21127527295996287) | > loss_disc_real_3: 0.22190764546394348 (0.22587264048943823) | > loss_disc_real_4: 0.22706542909145355 (0.22528918606972476) | > loss_disc_real_5: 0.25288933515548706 (0.2152477506924113) | > loss_0: 2.259303092956543 (2.3118442373538226) | > grad_norm_0: tensor(41.6697, device='cuda:0') (tensor(14.9223, device='cuda:0')) | > loss_gen: 2.710780382156372 (2.5408617553360964) | > loss_kl: 2.0295424461364746 (1.8554586183040513) | > loss_feat: 7.2020697593688965 (7.303075326692074) | > loss_mel: 17.96369171142578 (18.277333828287393) | > loss_duration: 1.9690563678741455 (2.035578734284148) | > loss_1: 31.87514305114746 (32.01230801573587) | > grad_norm_1: tensor(336.3622, device='cuda:0') (tensor(172.3810, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3595 (0.3642065328195553) | > loader_time: 0.0038 (0.003607415278023536)  --> TIME: 2024-06-11 06:59:53 -- STEP: 134/330 -- GLOBAL_STEP: 207925 | > loss_disc: 2.2437827587127686 (2.315632770310586) | > loss_disc_real_0: 0.07766292244195938 (0.11228645036914456) | > loss_disc_real_1: 0.24917630851268768 (0.1986377909223535) | > loss_disc_real_2: 0.20995810627937317 (0.21282531321048734) | > loss_disc_real_3: 0.20502923429012299 (0.22629411674257532) | > loss_disc_real_4: 0.17231997847557068 (0.22485764991881244) | > loss_disc_real_5: 0.19614319503307343 (0.21488252237661562) | > loss_0: 2.2437827587127686 (2.315632770310586) | > grad_norm_0: tensor(11.8948, device='cuda:0') (tensor(18.3714, device='cuda:0')) | > loss_gen: 2.816284418106079 (2.5458057798556424) | > loss_kl: 2.0395572185516357 (1.8589089521721227) | > loss_feat: 8.383087158203125 (7.296717149108203) | > loss_mel: 18.42947769165039 (18.317684586368397) | > loss_duration: 2.061577558517456 (2.037649889490499) | > loss_1: 33.729984283447266 (32.056766111459304) | > grad_norm_1: tensor(408.3904, device='cuda:0') (tensor(200.9353, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3757 (0.3655965648480315) | > loader_time: 0.0044 (0.003745185795115001)  --> TIME: 2024-06-11 07:00:03 -- STEP: 159/330 -- GLOBAL_STEP: 207950 | > loss_disc: 2.249267816543579 (2.314816004075344) | > loss_disc_real_0: 0.07496418058872223 (0.11265356810587755) | > loss_disc_real_1: 0.16316652297973633 (0.19788656561817017) | > loss_disc_real_2: 0.22815865278244019 (0.21333335443112836) | > loss_disc_real_3: 0.2517448961734772 (0.2260560189965386) | > loss_disc_real_4: 0.21566542983055115 (0.22490895487977275) | > loss_disc_real_5: 0.20317912101745605 (0.21533133145773187) | > loss_0: 2.249267816543579 (2.314816004075344) | > grad_norm_0: tensor(31.2537, device='cuda:0') (tensor(20.0274, device='cuda:0')) | > loss_gen: 2.5200095176696777 (2.5562364695207123) | > loss_kl: 1.9937455654144287 (1.8658200090036452) | > loss_feat: 8.322504043579102 (7.334694895354457) | > loss_mel: 17.875259399414062 (18.28475287575392) | > loss_duration: 2.0405044555664062 (2.0394689571932436) | > loss_1: 32.75202178955078 (32.08097292342275) | > grad_norm_1: tensor(504.9930, device='cuda:0') (tensor(221.0986, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3801 (0.36844346808187606) | > loader_time: 0.0041 (0.003858033965968486)  --> TIME: 2024-06-11 07:00:13 -- STEP: 184/330 -- GLOBAL_STEP: 207975 | > loss_disc: 2.387748956680298 (2.312986760035804) | > loss_disc_real_0: 0.09575285017490387 (0.11343858755477094) | > loss_disc_real_1: 0.17707709968090057 (0.197657921432477) | > loss_disc_real_2: 0.2364119440317154 (0.2127740756487069) | > loss_disc_real_3: 0.23359088599681854 (0.22611368066914703) | > loss_disc_real_4: 0.23757921159267426 (0.22409062921676948) | > loss_disc_real_5: 0.24370166659355164 (0.21526635835028213) | > loss_0: 2.387748956680298 (2.312986760035804) | > grad_norm_0: tensor(35.8175, device='cuda:0') (tensor(20.8416, device='cuda:0')) | > loss_gen: 2.4374911785125732 (2.5627178251743308) | > loss_kl: 1.9471958875656128 (1.8742217434489208) | > loss_feat: 7.1944661140441895 (7.357780176660289) | > loss_mel: 18.702173233032227 (18.27509482010552) | > loss_duration: 2.0686237812042236 (2.044770614608476) | > loss_1: 32.34994888305664 (32.11458492279052) | > grad_norm_1: tensor(328.0023, device='cuda:0') (tensor(234.5630, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.3872 (0.3711454531420831) | > loader_time: 0.0043 (0.003987572763277136)  --> TIME: 2024-06-11 07:00:23 -- STEP: 209/330 -- GLOBAL_STEP: 208000 | > loss_disc: 2.2656311988830566 (2.3129856962906685) | > loss_disc_real_0: 0.12298738956451416 (0.11421685819135327) | > loss_disc_real_1: 0.1798238307237625 (0.1980206273032718) | > loss_disc_real_2: 0.21117596328258514 (0.2133775558768277) | > loss_disc_real_3: 0.20841504633426666 (0.22587355037340137) | > loss_disc_real_4: 0.18785357475280762 (0.22366382495353096) | > loss_disc_real_5: 0.183995321393013 (0.2145148331040971) | > loss_0: 2.2656311988830566 (2.3129856962906685) | > grad_norm_0: tensor(69.6840, device='cuda:0') (tensor(22.3551, device='cuda:0')) | > loss_gen: 2.4626410007476807 (2.560486917860769) | > loss_kl: 1.9351075887680054 (1.8817189566826706) | > loss_feat: 6.996878623962402 (7.364613364187725) | > loss_mel: 17.276016235351562 (18.2237561330841) | > loss_duration: 2.122231960296631 (2.0515615786091557) | > loss_1: 30.792875289916992 (32.082136701739) | > grad_norm_1: tensor(547.5273, device='cuda:0') (tensor(247.8291, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.4251 (0.3748877231013831) | > loader_time: 0.0047 (0.004110611226570091) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_208000.pth  --> TIME: 2024-06-11 07:00:39 -- STEP: 234/330 -- GLOBAL_STEP: 208025 | > loss_disc: 2.4263858795166016 (2.315240850815407) | > loss_disc_real_0: 0.13469476997852325 (0.11475382098912172) | > loss_disc_real_1: 0.2693869173526764 (0.19816911822328204) | > loss_disc_real_2: 0.2287117838859558 (0.213416611091194) | > loss_disc_real_3: 0.24324865639209747 (0.22607716332134017) | > loss_disc_real_4: 0.28463056683540344 (0.22413348011736178) | > loss_disc_real_5: 0.22330830991268158 (0.21511528144280115) | > loss_0: 2.4263858795166016 (2.315240850815407) | > grad_norm_0: tensor(33.1835, device='cuda:0') (tensor(23.5178, device='cuda:0')) | > loss_gen: 2.5050477981567383 (2.557600275064125) | > loss_kl: 1.9726167917251587 (1.8841942976682613) | > loss_feat: 7.084244728088379 (7.3449601923298635) | > loss_mel: 16.80622100830078 (18.174266203855865) | > loss_duration: 2.126166343688965 (2.0590608033359565) | > loss_1: 30.49429702758789 (32.020081577138) | > grad_norm_1: tensor(466.4193, device='cuda:0') (tensor(257.7101, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.4231 (0.3809731903239192) | > loader_time: 0.0057 (0.004276458014789806)  --> TIME: 2024-06-11 07:00:50 -- STEP: 259/330 -- GLOBAL_STEP: 208050 | > loss_disc: 2.392364501953125 (2.316442986712954) | > loss_disc_real_0: 0.14740025997161865 (0.11550363524309916) | > loss_disc_real_1: 0.20923501253128052 (0.1981391424895714) | > loss_disc_real_2: 0.20028814673423767 (0.21289892730565604) | > loss_disc_real_3: 0.21689079701900482 (0.22623200547741187) | > loss_disc_real_4: 0.23548245429992676 (0.2243694748197283) | > loss_disc_real_5: 0.23322270810604095 (0.2150649423189605) | > loss_0: 2.392364501953125 (2.316442986712954) | > grad_norm_0: tensor(12.9316, device='cuda:0') (tensor(23.9068, device='cuda:0')) | > loss_gen: 2.4884755611419678 (2.554924179688383) | > loss_kl: 1.9088608026504517 (1.8851739536381136) | > loss_feat: 7.096848487854004 (7.356505889229793) | > loss_mel: 17.89240837097168 (18.146428826232682) | > loss_duration: 2.165163516998291 (2.0662001748803047) | > loss_1: 31.551755905151367 (32.0092328487676) | > grad_norm_1: tensor(191.2887, device='cuda:0') (tensor(263.2865, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.4307 (0.38520212155051203) | > loader_time: 0.006 (0.004438034816138069)  --> TIME: 2024-06-11 07:01:01 -- STEP: 284/330 -- GLOBAL_STEP: 208075 | > loss_disc: 2.463695764541626 (2.321164165584135) | > loss_disc_real_0: 0.2808726131916046 (0.11752007784925296) | > loss_disc_real_1: 0.236200749874115 (0.19866423531842065) | > loss_disc_real_2: 0.22780270874500275 (0.21338217778944632) | > loss_disc_real_3: 0.22347597777843475 (0.22631435678668424) | > loss_disc_real_4: 0.23416118323802948 (0.22412365979292023) | > loss_disc_real_5: 0.22016575932502747 (0.2150830720931711) | > loss_0: 2.463695764541626 (2.321164165584135) | > grad_norm_0: tensor(106.8989, device='cuda:0') (tensor(26.4326, device='cuda:0')) | > loss_gen: 2.5253849029541016 (2.552695381809287) | > loss_kl: 1.8680319786071777 (1.8877663196812213) | > loss_feat: 7.250586032867432 (7.35317895781826) | > loss_mel: 17.17766761779785 (18.121991231407925) | > loss_duration: 2.169611930847168 (2.075008352457638) | > loss_1: 30.991283416748047 (31.990640102977476) | > grad_norm_1: tensor(458.5298, device='cuda:0') (tensor(278.3165, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.4337 (0.390412903167832) | > loader_time: 0.0065 (0.004587619237496817)  --> TIME: 2024-06-11 07:01:14 -- STEP: 309/330 -- GLOBAL_STEP: 208100 | > loss_disc: 2.291788101196289 (2.323063194558844) | > loss_disc_real_0: 0.07951276004314423 (0.11797269261336635) | > loss_disc_real_1: 0.17513805627822876 (0.19898564667474108) | > loss_disc_real_2: 0.21055158972740173 (0.21343497478653303) | > loss_disc_real_3: 0.2175896018743515 (0.22630928755770996) | > loss_disc_real_4: 0.1878146231174469 (0.22469522859479232) | > loss_disc_real_5: 0.21538303792476654 (0.21557770370472587) | > loss_0: 2.291788101196289 (2.323063194558844) | > grad_norm_0: tensor(21.2735, device='cuda:0') (tensor(28.0843, device='cuda:0')) | > loss_gen: 2.729875326156616 (2.5556059963880613) | > loss_kl: 2.012746572494507 (1.8891992974049836) | > loss_feat: 7.629551887512207 (7.374324263106658) | > loss_mel: 17.6981201171875 (18.07730867947576) | > loss_duration: 2.2512168884277344 (2.0860485177981434) | > loss_1: 32.321510314941406 (31.98248663843642) | > grad_norm_1: tensor(496.9289, device='cuda:0') (tensor(290.6035, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.4925 (0.397808047945831) | > loader_time: 0.0086 (0.0047867051220248785)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.305187463760376 (2.305187463760376) | > loss_disc_real_0: 0.147125244140625 (0.147125244140625) | > loss_disc_real_1: 0.2062419205904007 (0.2062419205904007) | > loss_disc_real_2: 0.21491268277168274 (0.21491268277168274) | > loss_disc_real_3: 0.26496821641921997 (0.26496821641921997) | > loss_disc_real_4: 0.2717423141002655 (0.2717423141002655) | > loss_disc_real_5: 0.2920845150947571 (0.2920845150947571) | > loss_0: 2.305187463760376 (2.305187463760376) | > loss_gen: 2.9640238285064697 (2.9640238285064697) | > loss_kl: 1.917827844619751 (1.917827844619751) | > loss_feat: 6.759898662567139 (6.759898662567139) | > loss_mel: 15.516234397888184 (15.516234397888184) | > loss_duration: 2.816943407058716 (2.816943407058716) | > loss_1: 29.974929809570312 (29.974929809570312)  --> STEP: 1 | > loss_disc: 2.403061628341675 (2.403061628341675) | > loss_disc_real_0: 0.08630740642547607 (0.08630740642547607) | > loss_disc_real_1: 0.19726943969726562 (0.19726943969726562) | > loss_disc_real_2: 0.2183026224374771 (0.2183026224374771) | > loss_disc_real_3: 0.26650577783584595 (0.26650577783584595) | > loss_disc_real_4: 0.25971201062202454 (0.25971201062202454) | > loss_disc_real_5: 0.21826888620853424 (0.21826888620853424) | > loss_0: 2.403061628341675 (2.403061628341675) | > loss_gen: 2.2250242233276367 (2.2250242233276367) | > loss_kl: 2.6997435092926025 (2.6997435092926025) | > loss_feat: 5.949741363525391 (5.949741363525391) | > loss_mel: 16.639211654663086 (16.639211654663086) | > loss_duration: 2.356351137161255 (2.356351137161255) | > loss_1: 29.870073318481445 (29.870073318481445)  --> STEP: 2 | > loss_disc: 2.3885223865509033 (2.395792007446289) | > loss_disc_real_0: 0.13752633333206177 (0.11191686987876892) | > loss_disc_real_1: 0.17756877839565277 (0.1874191090464592) | > loss_disc_real_2: 0.2443361133337021 (0.2313193678855896) | > loss_disc_real_3: 0.28822964429855347 (0.2773677110671997) | > loss_disc_real_4: 0.32642602920532227 (0.2930690199136734) | > loss_disc_real_5: 0.3663616180419922 (0.2923152521252632) | > loss_0: 2.3885223865509033 (2.395792007446289) | > loss_gen: 2.882847785949707 (2.553936004638672) | > loss_kl: 2.854370355606079 (2.777056932449341) | > loss_feat: 6.429004669189453 (6.189373016357422) | > loss_mel: 19.354108810424805 (17.996660232543945) | > loss_duration: 2.4730019569396973 (2.414676547050476) | > loss_1: 33.99333572387695 (31.9317045211792)  --> STEP: 3 | > loss_disc: 2.1736555099487305 (2.321746508280436) | > loss_disc_real_0: 0.09546107053756714 (0.10643160343170166) | > loss_disc_real_1: 0.20528283715248108 (0.19337368508179983) | > loss_disc_real_2: 0.22444657981395721 (0.2290284385283788) | > loss_disc_real_3: 0.27217909693717957 (0.2756381730238597) | > loss_disc_real_4: 0.2390284240245819 (0.2750554879506429) | > loss_disc_real_5: 0.21075782179832458 (0.2651294420162837) | > loss_0: 2.1736555099487305 (2.321746508280436) | > loss_gen: 2.7199158668518066 (2.6092626253763833) | > loss_kl: 2.260334014892578 (2.60481595993042) | > loss_feat: 7.44734001159668 (6.608695348103841) | > loss_mel: 18.475563049316406 (18.156294504801433) | > loss_duration: 2.2286787033081055 (2.352677265803019) | > loss_1: 33.131832122802734 (32.33174705505371)  --> STEP: 4 | > loss_disc: 2.146981716156006 (2.2780553102493286) | > loss_disc_real_0: 0.11102813482284546 (0.10758073627948761) | > loss_disc_real_1: 0.2315072864294052 (0.20290708541870117) | > loss_disc_real_2: 0.20941020548343658 (0.22412388026714325) | > loss_disc_real_3: 0.22676075994968414 (0.2634188197553158) | > loss_disc_real_4: 0.18461871147155762 (0.2524462938308716) | > loss_disc_real_5: 0.1288812905550003 (0.23106740415096283) | > loss_0: 2.146981716156006 (2.2780553102493286) | > loss_gen: 2.6926167011260986 (2.6301011443138123) | > loss_kl: 2.34782075881958 (2.54056715965271) | > loss_feat: 9.45065689086914 (7.319185733795166) | > loss_mel: 18.67397689819336 (18.285715103149414) | > loss_duration: 2.321979522705078 (2.345002830028534) | > loss_1: 35.4870491027832 (33.120572566986084)  --> STEP: 5 | > loss_disc: 2.397526502609253 (2.3019495487213133) | > loss_disc_real_0: 0.2002508044242859 (0.12611474990844726) | > loss_disc_real_1: 0.1951916664838791 (0.20136400163173676) | > loss_disc_real_2: 0.27205517888069153 (0.2337101399898529) | > loss_disc_real_3: 0.22759240865707397 (0.25625353753566743) | > loss_disc_real_4: 0.2574692666530609 (0.25345088839530944) | > loss_disc_real_5: 0.20431137084960938 (0.22571619749069213) | > loss_0: 2.397526502609253 (2.3019495487213133) | > loss_gen: 2.5143651962280273 (2.6069539546966554) | > loss_kl: 2.7330548763275146 (2.579064702987671) | > loss_feat: 5.440523624420166 (6.943453311920166) | > loss_mel: 19.304794311523438 (18.489530944824217) | > loss_duration: 2.3252992630004883 (2.3410621166229246) | > loss_1: 32.31803512573242 (32.960065078735354)  --> STEP: 6 | > loss_disc: 2.3536438941955566 (2.3105652729670205) | > loss_disc_real_0: 0.13776342570781708 (0.1280561958750089) | > loss_disc_real_1: 0.19380979239940643 (0.2001049667596817) | > loss_disc_real_2: 0.17367498576641083 (0.22370428095261255) | > loss_disc_real_3: 0.22780707478523254 (0.25151246041059494) | > loss_disc_real_4: 0.3024325668811798 (0.26161450147628784) | > loss_disc_real_5: 0.27802279591560364 (0.23443396389484406) | > loss_0: 2.3536438941955566 (2.3105652729670205) | > loss_gen: 2.467202663421631 (2.5836620728174844) | > loss_kl: 2.4545254707336426 (2.558308164278666) | > loss_feat: 5.955880165100098 (6.778857787450154) | > loss_mel: 19.980022430419922 (18.737946192423504) | > loss_duration: 2.167574882507324 (2.312147577603658) | > loss_1: 33.02520751953125 (32.97092215220133)  --> STEP: 7 | > loss_disc: 2.2200541496276855 (2.297635112489973) | > loss_disc_real_0: 0.11644162237644196 (0.12639697108949935) | > loss_disc_real_1: 0.21837717294692993 (0.2027152819292886) | > loss_disc_real_2: 0.20117506384849548 (0.22048582136631012) | > loss_disc_real_3: 0.2563592493534088 (0.2522048588309969) | > loss_disc_real_4: 0.24485591053962708 (0.25922041705676485) | > loss_disc_real_5: 0.18848378956317902 (0.22786965327603476) | > loss_0: 2.2200541496276855 (2.297635112489973) | > loss_gen: 2.5733535289764404 (2.5821894236973355) | > loss_kl: 3.8527209758758545 (2.7432242802211215) | > loss_feat: 6.519698143005371 (6.7418349811009) | > loss_mel: 19.279024124145508 (18.815243039812362) | > loss_duration: 2.4847984313964844 (2.3368119852883473) | > loss_1: 34.7095947265625 (33.219303948538645)  --> STEP: 8 | > loss_disc: 2.0423364639282227 (2.265722781419754) | > loss_disc_real_0: 0.17344170808792114 (0.13227756321430206) | > loss_disc_real_1: 0.10902096331119537 (0.19100349210202694) | > loss_disc_real_2: 0.20249252021312714 (0.21823665872216225) | > loss_disc_real_3: 0.19986027479171753 (0.245661785826087) | > loss_disc_real_4: 0.15026383101940155 (0.24560084380209443) | > loss_disc_real_5: 0.1314496099948883 (0.21581714786589146) | > loss_0: 2.0423364639282227 (2.265722781419754) | > loss_gen: 2.521787166595459 (2.574639141559601) | > loss_kl: 3.03045392036438 (2.779127985239029) | > loss_feat: 11.230560302734375 (7.302925646305084) | > loss_mel: 20.596599578857422 (19.037912607192993) | > loss_duration: 2.199211597442627 (2.3196119368076324) | > loss_1: 39.578609466552734 (34.014217138290405)  --> STEP: 9 | > loss_disc: 2.547123908996582 (2.296989573372735) | > loss_disc_real_0: 0.18279066681861877 (0.13789013028144836) | > loss_disc_real_1: 0.2853142023086548 (0.20148245990276337) | > loss_disc_real_2: 0.24705639481544495 (0.22143885162141588) | > loss_disc_real_3: 0.3379220962524414 (0.2559129314290153) | > loss_disc_real_4: 0.2437564581632614 (0.24539591206444633) | > loss_disc_real_5: 0.2751636505126953 (0.22241120371553633) | > loss_0: 2.547123908996582 (2.296989573372735) | > loss_gen: 2.786996841430664 (2.5982344415452747) | > loss_kl: 2.1972546577453613 (2.714475393295288) | > loss_feat: 8.221860885620117 (7.4050295617845325) | > loss_mel: 19.667638778686523 (19.107882181803387) | > loss_duration: 2.166128635406494 (2.3025582366519504) | > loss_1: 35.039878845214844 (34.1281795501709)  --> STEP: 10 | > loss_disc: 2.659635066986084 (2.3332541227340697) | > loss_disc_real_0: 0.3085132837295532 (0.15495244562625884) | > loss_disc_real_1: 0.2719581425189972 (0.20853002816438676) | > loss_disc_real_2: 0.27296915650367737 (0.22659188210964204) | > loss_disc_real_3: 0.3036690354347229 (0.260688541829586) | > loss_disc_real_4: 0.24083980917930603 (0.24494030177593232) | > loss_disc_real_5: 0.29776743054389954 (0.22994682639837266) | > loss_0: 2.659635066986084 (2.3332541227340697) | > loss_gen: 2.629350185394287 (2.601346015930176) | > loss_kl: 2.980097770690918 (2.741037631034851) | > loss_feat: 5.275904655456543 (7.192117071151733) | > loss_mel: 17.506763458251953 (18.94777030944824) | > loss_duration: 2.3320021629333496 (2.3055026292800904) | > loss_1: 30.724119186401367 (33.787773513793944)  --> STEP: 11 | > loss_disc: 2.443899154663086 (2.343312762000344) | > loss_disc_real_0: 0.16019578278064728 (0.15542911264029416) | > loss_disc_real_1: 0.14322413504123688 (0.20259312878955493) | > loss_disc_real_2: 0.29273173213005066 (0.232604595747861) | > loss_disc_real_3: 0.27788832783699036 (0.26225215873935004) | > loss_disc_real_4: 0.2326187640428543 (0.24382016198201614) | > loss_disc_real_5: 0.2585511803627014 (0.23254722221331162) | > loss_0: 2.443899154663086 (2.343312762000344) | > loss_gen: 2.419929027557373 (2.5848535624417392) | > loss_kl: 2.853708267211914 (2.751280416141857) | > loss_feat: 6.165535926818848 (7.098791512576017) | > loss_mel: 17.314388275146484 (18.79928103360263) | > loss_duration: 2.4218411445617676 (2.316078857942061) | > loss_1: 31.175403594970703 (33.55028533935547)  --> STEP: 12 | > loss_disc: 2.4893226623535156 (2.355480253696442) | > loss_disc_real_0: 0.1565941870212555 (0.15552620217204094) | > loss_disc_real_1: 0.1976371556520462 (0.20218013102809587) | > loss_disc_real_2: 0.22762422263622284 (0.23218956465522447) | > loss_disc_real_3: 0.24049033224582672 (0.2604386731982231) | > loss_disc_real_4: 0.18642565608024597 (0.23903728649020195) | > loss_disc_real_5: 0.1923895925283432 (0.22920075307289758) | > loss_0: 2.4893226623535156 (2.355480253696442) | > loss_gen: 2.1850037574768066 (2.551532745361328) | > loss_kl: 2.035376787185669 (2.691621780395508) | > loss_feat: 5.65875768661499 (6.978788693745931) | > loss_mel: 18.21316909790039 (18.75043837229411) | > loss_duration: 2.239006757736206 (2.3096561829249063) | > loss_1: 30.33131217956543 (33.282037576039635)  --> STEP: 13 | > loss_disc: 2.246244430541992 (2.3470774980691766) | > loss_disc_real_0: 0.17864041030406952 (0.15730421818219698) | > loss_disc_real_1: 0.23782190680503845 (0.2049218060878607) | > loss_disc_real_2: 0.2569277584552765 (0.23409250263984388) | > loss_disc_real_3: 0.2483455240726471 (0.2595084309577942) | > loss_disc_real_4: 0.22280356287956238 (0.23778853852015275) | > loss_disc_real_5: 0.16886356472969055 (0.2245594308926509) | > loss_0: 2.246244430541992 (2.3470774980691766) | > loss_gen: 3.062869071960449 (2.590866308945876) | > loss_kl: 2.7931478023529053 (2.6994314743922305) | > loss_feat: 8.526732444763184 (7.097861289978027) | > loss_mel: 18.53457260131836 (18.73383331298828) | > loss_duration: 2.176400661468506 (2.299405758197491) | > loss_1: 35.09372329711914 (33.42139801612267)  --> STEP: 14 | > loss_disc: 2.450731039047241 (2.3544813224247525) | > loss_disc_real_0: 0.21658599376678467 (0.16153863072395325) | > loss_disc_real_1: 0.22858113050460815 (0.20661175783191407) | > loss_disc_real_2: 0.23772165179252625 (0.23435172757932118) | > loss_disc_real_3: 0.24037060141563416 (0.2581414431333542) | > loss_disc_real_4: 0.2608721852302551 (0.23943737042801722) | > loss_disc_real_5: 0.201980859041214 (0.22294667576040542) | > loss_0: 2.450731039047241 (2.3544813224247525) | > loss_gen: 2.4410223960876465 (2.5801631723131453) | > loss_kl: 3.392918825149536 (2.7489662851606096) | > loss_feat: 5.470517635345459 (6.9816224575042725) | > loss_mel: 19.55227279663086 (18.792293276105607) | > loss_duration: 2.4105334281921387 (2.307343448911394) | > loss_1: 33.26726531982422 (33.41038853781564)  --> STEP: 15 | > loss_disc: 2.5062685012817383 (2.3646004676818846) | > loss_disc_real_0: 0.3048495352268219 (0.17109269102414448) | > loss_disc_real_1: 0.21458999812602997 (0.20714364051818848) | > loss_disc_real_2: 0.18567721545696259 (0.23110676010449727) | > loss_disc_real_3: 0.22552333772182465 (0.25596690277258555) | > loss_disc_real_4: 0.2462746500968933 (0.23989318907260895) | > loss_disc_real_5: 0.2132207304239273 (0.2222982794046402) | > loss_0: 2.5062685012817383 (2.3646004676818846) | > loss_gen: 2.489588499069214 (2.5741248607635496) | > loss_kl: 2.9294211864471436 (2.760996611913045) | > loss_feat: 9.310169219970703 (7.136858908335368) | > loss_mel: 18.50682830810547 (18.77326227823893) | > loss_duration: 2.3602817058563232 (2.3108726660410563) | > loss_1: 35.596290588378906 (33.556115341186526)  --> STEP: 16 | > loss_disc: 2.2980399131774902 (2.36044043302536) | > loss_disc_real_0: 0.08472777903079987 (0.16569488402456045) | > loss_disc_real_1: 0.18818047642707825 (0.2059584427624941) | > loss_disc_real_2: 0.19036291539669037 (0.22856026981025934) | > loss_disc_real_3: 0.2844313681125641 (0.2577459318563342) | > loss_disc_real_4: 0.22189120948314667 (0.23876806534826756) | > loss_disc_real_5: 0.1560986042022705 (0.2181607997044921) | > loss_0: 2.2980399131774902 (2.36044043302536) | > loss_gen: 2.460834264755249 (2.567044198513031) | > loss_kl: 2.47271728515625 (2.7429791539907455) | > loss_feat: 8.44953727722168 (7.218901306390762) | > loss_mel: 18.22750473022461 (18.739152431488037) | > loss_duration: 2.3996572494506836 (2.316421702504158) | > loss_1: 34.010250091552734 (33.58449876308441)  --> STEP: 17 | > loss_disc: 2.451361656188965 (2.365788740270278) | > loss_disc_real_0: 0.15037818253040314 (0.16479390158372767) | > loss_disc_real_1: 0.183697909116745 (0.20464899960686178) | > loss_disc_real_2: 0.28438419103622437 (0.23184402988237493) | > loss_disc_real_3: 0.2682396173477173 (0.2583632074734744) | > loss_disc_real_4: 0.23716235160827637 (0.2386736115988563) | > loss_disc_real_5: 0.2853752672672272 (0.22211459191406474) | > loss_0: 2.451361656188965 (2.365788740270278) | > loss_gen: 2.51897931098938 (2.5642168521881104) | > loss_kl: 2.0197794437408447 (2.7004379945642807) | > loss_feat: 5.788665771484375 (7.134769804337445) | > loss_mel: 18.512449264526367 (18.725816951078528) | > loss_duration: 2.3717498779296875 (2.319676301058601) | > loss_1: 31.211624145507812 (33.444917903226965)  --> STEP: 18 | > loss_disc: 2.5037052631378174 (2.3734507693184748) | > loss_disc_real_0: 0.1427994966506958 (0.16357199019855923) | > loss_disc_real_1: 0.29829302430152893 (0.2098514454232322) | > loss_disc_real_2: 0.19945384562015533 (0.23004457520114052) | > loss_disc_real_3: 0.2615049481391907 (0.25853774862156975) | > loss_disc_real_4: 0.27083784341812134 (0.24046051336659324) | > loss_disc_real_5: 0.20850694179534912 (0.22135861135191387) | > loss_0: 2.5037052631378174 (2.3734507693184748) | > loss_gen: 2.4251317977905273 (2.556489904721578) | > loss_kl: 2.1913626194000244 (2.6721560292773776) | > loss_feat: 8.362089157104492 (7.202954212824504) | > loss_mel: 17.171602249145508 (18.639471689860027) | > loss_duration: 2.2344372272491455 (2.3149407969580755) | > loss_1: 32.384620666503906 (33.3860125011868)  --> STEP: 19 | > loss_disc: 2.8331706523895264 (2.3976465526380037) | > loss_disc_real_0: 0.24239245057106018 (0.16772043548132243) | > loss_disc_real_1: 0.2556747496128082 (0.21226319827531515) | > loss_disc_real_2: 0.336995005607605 (0.23567354522253336) | > loss_disc_real_3: 0.2335948795080185 (0.25722496603664596) | > loss_disc_real_4: 0.36047300696372986 (0.2467769603980215) | > loss_disc_real_5: 0.2702786922454834 (0.22393335245157542) | > loss_0: 2.8331706523895264 (2.3976465526380037) | > loss_gen: 2.356602907180786 (2.5459695364299573) | > loss_kl: 2.1365978717803955 (2.643968757830168) | > loss_feat: 5.097723007202148 (7.092152570423327) | > loss_mel: 15.882121086120605 (18.49434797387374) | > loss_duration: 2.3022303581237793 (2.314271826493113) | > loss_1: 27.77527618408203 (33.09071058976023)  --> STEP: 20 | > loss_disc: 2.4135212898254395 (2.3984402894973753) | > loss_disc_real_0: 0.26942238211631775 (0.1728055328130722) | > loss_disc_real_1: 0.20902813971042633 (0.2121014453470707) | > loss_disc_real_2: 0.22429168224334717 (0.23510445207357406) | > loss_disc_real_3: 0.261772096157074 (0.25745232254266737) | > loss_disc_real_4: 0.2516190707683563 (0.24701906591653824) | > loss_disc_real_5: 0.18712006509304047 (0.22209268808364868) | > loss_0: 2.4135212898254395 (2.3984402894973753) | > loss_gen: 2.5973963737487793 (2.5485408782958983) | > loss_kl: 2.0518991947174072 (2.61436527967453) | > loss_feat: 7.0780839920043945 (7.09144914150238) | > loss_mel: 19.90256690979004 (18.564758920669554) | > loss_duration: 2.29317045211792 (2.313216757774353) | > loss_1: 33.923118591308594 (33.13233098983765)  --> STEP: 21 | > loss_disc: 2.5163540840148926 (2.4040552320934476) | > loss_disc_real_0: 0.14684826135635376 (0.17156947226751418) | > loss_disc_real_1: 0.2748933434486389 (0.21509153573285966) | > loss_disc_real_2: 0.24541814625263214 (0.23559558036781492) | > loss_disc_real_3: 0.3025992512702942 (0.259602176291602) | > loss_disc_real_4: 0.22494111955165863 (0.24596773513725825) | > loss_disc_real_5: 0.23078206181526184 (0.22250646778515407) | > loss_0: 2.5163540840148926 (2.4040552320934476) | > loss_gen: 2.263005495071411 (2.5349439552852084) | > loss_kl: 1.9978655576705933 (2.585008150055295) | > loss_feat: 4.971073150634766 (6.99047885622297) | > loss_mel: 17.29225730895996 (18.504163605826243) | > loss_duration: 2.1603007316589355 (2.3059350422450473) | > loss_1: 28.68450355529785 (32.92052968343099)  --> STEP: 22 | > loss_disc: 2.45682430267334 (2.4064538262107154) | > loss_disc_real_0: 0.117531418800354 (0.16911319710991599) | > loss_disc_real_1: 0.21512705087661743 (0.21509315005757593) | > loss_disc_real_2: 0.1764291524887085 (0.232906197282401) | > loss_disc_real_3: 0.2901543974876404 (0.26099091361869464) | > loss_disc_real_4: 0.3122488558292389 (0.2489805133505301) | > loss_disc_real_5: 0.2701716125011444 (0.22467306527224454) | > loss_0: 2.45682430267334 (2.4064538262107154) | > loss_gen: 2.4866671562194824 (2.5327495553276758) | > loss_kl: 2.108042001724243 (2.563327870585702) | > loss_feat: 6.691201210021973 (6.976875326850197) | > loss_mel: 18.350540161132812 (18.49718072197654) | > loss_duration: 2.174262046813965 (2.2999499060890893) | > loss_1: 31.810714721679688 (32.87008354880593)  --> STEP: 23 | > loss_disc: 2.5896663665771484 (2.414419588835343) | > loss_disc_real_0: 0.37214380502700806 (0.17794061484544174) | > loss_disc_real_1: 0.28893887996673584 (0.21830383396666983) | > loss_disc_real_2: 0.29937514662742615 (0.2357961516017499) | > loss_disc_real_3: 0.2740074396133423 (0.26155684953150543) | > loss_disc_real_4: 0.2174612283706665 (0.24761010965575342) | > loss_disc_real_5: 0.20330950617790222 (0.22374421487683835) | > loss_0: 2.5896663665771484 (2.414419588835343) | > loss_gen: 2.7514333724975586 (2.5422575473785405) | > loss_kl: 2.499545097351074 (2.5605547065320224) | > loss_feat: 5.84377384185791 (6.927610044894011) | > loss_mel: 16.297664642333984 (18.40154958807904) | > loss_duration: 2.254807472229004 (2.2979871915734336) | > loss_1: 29.64722442626953 (32.72995923913044)  --> STEP: 24 | > loss_disc: 2.651949882507324 (2.424316684405009) | > loss_disc_real_0: 0.28609755635261536 (0.1824471540749073) | > loss_disc_real_1: 0.23827706277370453 (0.2191360518336296) | > loss_disc_real_2: 0.2881624698638916 (0.23797808152933916) | > loss_disc_real_3: 0.3147372901439667 (0.2637727012236913) | > loss_disc_real_4: 0.2559920847415924 (0.24795935861766338) | > loss_disc_real_5: 0.2602993845939636 (0.22526734694838524) | > loss_0: 2.651949882507324 (2.424316684405009) | > loss_gen: 2.770566463470459 (2.5517704188823704) | > loss_kl: 2.323453664779663 (2.5506754964590077) | > loss_feat: 6.889432430267334 (6.926019310951233) | > loss_mel: 16.970958709716797 (18.341941634813946) | > loss_duration: 2.436394214630127 (2.3037541508674626) | > loss_1: 31.390806198120117 (32.674161195755005)  --> STEP: 25 | > loss_disc: 2.6275134086608887 (2.432444553375244) | > loss_disc_real_0: 0.19817525148391724 (0.1830762779712677) | > loss_disc_real_1: 0.244019016623497 (0.2201313704252243) | > loss_disc_real_2: 0.3040066361427307 (0.2406192237138748) | > loss_disc_real_3: 0.25445231795310974 (0.26339988589286806) | > loss_disc_real_4: 0.28717803955078125 (0.2495281058549881) | > loss_disc_real_5: 0.2315196543931961 (0.22551743924617768) | > loss_0: 2.6275134086608887 (2.432444553375244) | > loss_gen: 2.486920118331909 (2.549176406860352) | > loss_kl: 2.5849194526672363 (2.552045254707337) | > loss_feat: 6.19052791595459 (6.896599655151367) | > loss_mel: 16.263019561767578 (18.25878475189209) | > loss_duration: 2.359849452972412 (2.3059979629516607) | > loss_1: 29.885236740112305 (32.5626042175293)  --> STEP: 26 | > loss_disc: 2.652984142303467 (2.4409268452570987) | > loss_disc_real_0: 0.21258613467216492 (0.18421127245976374) | > loss_disc_real_1: 0.20450802147388458 (0.21953047238863432) | > loss_disc_real_2: 0.2002331167459488 (0.23906591190741613) | > loss_disc_real_3: 0.20436426997184753 (0.2611292852805211) | > loss_disc_real_4: 0.16348379850387573 (0.24621870941840684) | > loss_disc_real_5: 0.16530561447143555 (0.22320159983176452) | > loss_0: 2.652984142303467 (2.4409268452570987) | > loss_gen: 1.6637184619903564 (2.51512033205766) | > loss_kl: 2.085245370864868 (2.534091413021088) | > loss_feat: 3.9873764514923096 (6.784706455010634) | > loss_mel: 12.170594215393066 (18.024623577411358) | > loss_duration: 2.268533706665039 (2.30455703001756) | > loss_1: 22.17546844482422 (32.16309899550218) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026453825143667366 (+0.00027428223536564694) | > avg_loss_disc: 2.4409268452570987 (+0.08841103773850634) | > avg_loss_disc_real_0: 0.18421127245976374 (+0.046220389696267905) | > avg_loss_disc_real_1: 0.21953047238863432 (+0.019474108631794274) | > avg_loss_disc_real_2: 0.23906591190741613 (+0.03137541505006644) | > avg_loss_disc_real_3: 0.2611292852805211 (+0.010348926369960376) | > avg_loss_disc_real_4: 0.24621870941840684 (+0.0036748859744805407) | > avg_loss_disc_real_5: 0.22320159983176452 (-0.0309015879264245) | > avg_loss_0: 2.4409268452570987 (+0.08841103773850634) | > avg_loss_gen: 2.51512033205766 (-0.05465654226449779) | > avg_loss_kl: 2.534091413021088 (-0.048256328472723986) | > avg_loss_feat: 6.784706455010634 (-0.5697895838664122) | > avg_loss_mel: 18.024623577411358 (-0.35464539894690716) | > avg_loss_duration: 2.30455703001756 (-0.0041480247790994795) | > avg_loss_1: 32.16309899550218 (-1.0314956078162467)  > EPOCH: 364/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:01:48)   --> TIME: 2024-06-11 07:01:51 -- STEP: 4/330 -- GLOBAL_STEP: 208125 | > loss_disc: 2.2837350368499756 (2.2875060439109802) | > loss_disc_real_0: 0.08416473120450974 (0.0937197357416153) | > loss_disc_real_1: 0.19798816740512848 (0.2031501866877079) | > loss_disc_real_2: 0.22622378170490265 (0.20435014739632607) | > loss_disc_real_3: 0.24197372794151306 (0.24083572998642921) | > loss_disc_real_4: 0.23286299407482147 (0.2388557232916355) | > loss_disc_real_5: 0.19600138068199158 (0.20865998417139053) | > loss_0: 2.2837350368499756 (2.2875060439109802) | > grad_norm_0: tensor(8.5245, device='cuda:0') (tensor(9.3113, device='cuda:0')) | > loss_gen: 2.54254150390625 (2.473725378513336) | > loss_kl: 2.024944305419922 (1.8089341223239899) | > loss_feat: 6.876808166503906 (6.989287495613098) | > loss_mel: 18.65400505065918 (18.826236248016357) | > loss_duration: 2.196107864379883 (2.2161389589309692) | > loss_1: 32.29440689086914 (32.31432247161865) | > grad_norm_1: tensor(83.1641, device='cuda:0') (tensor(83.6283, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3355 (0.3490554690361023) | > loader_time: 0.0028 (0.0033406615257263184)  --> TIME: 2024-06-11 07:02:00 -- STEP: 29/330 -- GLOBAL_STEP: 208150 | > loss_disc: 2.299989938735962 (2.2878711963522025) | > loss_disc_real_0: 0.1105709820985794 (0.10526334931110513) | > loss_disc_real_1: 0.17723046243190765 (0.19891870073203383) | > loss_disc_real_2: 0.17117299139499664 (0.20987692886385426) | > loss_disc_real_3: 0.20876283943653107 (0.22634919912650667) | > loss_disc_real_4: 0.23195284605026245 (0.22261652658725606) | > loss_disc_real_5: 0.2211189717054367 (0.21392784190588984) | > loss_0: 2.299989938735962 (2.2878711963522025) | > grad_norm_0: tensor(6.0654, device='cuda:0') (tensor(9.2736, device='cuda:0')) | > loss_gen: 2.5416390895843506 (2.5439189795790047) | > loss_kl: 1.9071584939956665 (1.7948392424090156) | > loss_feat: 7.4734344482421875 (7.25051919345198) | > loss_mel: 18.5889949798584 (18.31052129022007) | > loss_duration: 2.022017002105713 (2.075057354466669) | > loss_1: 32.53324508666992 (31.974856277991996) | > grad_norm_1: tensor(66.2031, device='cuda:0') (tensor(106.4214, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3498 (0.34857544405707) | > loader_time: 0.0032 (0.003254956212537042)  --> TIME: 2024-06-11 07:02:09 -- STEP: 54/330 -- GLOBAL_STEP: 208175 | > loss_disc: 2.384572744369507 (2.311511631365175) | > loss_disc_real_0: 0.09261149168014526 (0.1080387335408617) | > loss_disc_real_1: 0.17537158727645874 (0.2009032611493711) | > loss_disc_real_2: 0.2199801355600357 (0.21299554931896705) | > loss_disc_real_3: 0.2594519853591919 (0.22728032894708491) | > loss_disc_real_4: 0.2427557110786438 (0.22360878299783776) | > loss_disc_real_5: 0.2007528394460678 (0.21536349394807108) | > loss_0: 2.384572744369507 (2.311511631365175) | > grad_norm_0: tensor(3.9054, device='cuda:0') (tensor(9.4124, device='cuda:0')) | > loss_gen: 2.347590446472168 (2.526566072746559) | > loss_kl: 2.1385750770568848 (1.8443873281832095) | > loss_feat: 7.2913126945495605 (7.227390730822528) | > loss_mel: 18.388681411743164 (18.33582775681108) | > loss_duration: 2.004521608352661 (2.045088823194857) | > loss_1: 32.17068099975586 (31.97926076253256) | > grad_norm_1: tensor(119.8524, device='cuda:0') (tensor(104.2193, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3418 (0.35326467178486004) | > loader_time: 0.0034 (0.003363772674843117)  --> TIME: 2024-06-11 07:02:18 -- STEP: 79/330 -- GLOBAL_STEP: 208200 | > loss_disc: 2.3427140712738037 (2.320071268685256) | > loss_disc_real_0: 0.08839055895805359 (0.10924228346800502) | > loss_disc_real_1: 0.20369960367679596 (0.19848571076423308) | > loss_disc_real_2: 0.16853386163711548 (0.21364433082598674) | > loss_disc_real_3: 0.2153051495552063 (0.22773961213570607) | > loss_disc_real_4: 0.22884926199913025 (0.2254241997305351) | > loss_disc_real_5: 0.21549130976200104 (0.21682160281682317) | > loss_0: 2.3427140712738037 (2.320071268685256) | > grad_norm_0: tensor(6.8950, device='cuda:0') (tensor(9.8018, device='cuda:0')) | > loss_gen: 2.483738660812378 (2.5168695932702168) | > loss_kl: 1.7391409873962402 (1.8533412323722356) | > loss_feat: 7.543309688568115 (7.221384887453876) | > loss_mel: 18.403118133544922 (18.305467943601972) | > loss_duration: 1.9915266036987305 (2.033927295781389) | > loss_1: 32.16083526611328 (31.93099104000044) | > grad_norm_1: tensor(93.7482, device='cuda:0') (tensor(114.2767, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3771 (0.35398588301260253) | > loader_time: 0.0036 (0.00345227084582365)  --> TIME: 2024-06-11 07:02:27 -- STEP: 104/330 -- GLOBAL_STEP: 208225 | > loss_disc: 2.3710203170776367 (2.3244334573929115) | > loss_disc_real_0: 0.11000333726406097 (0.10964205889747693) | > loss_disc_real_1: 0.16525748372077942 (0.1985948163156326) | > loss_disc_real_2: 0.21438972651958466 (0.21396101237489626) | > loss_disc_real_3: 0.21942095458507538 (0.2275612627944121) | > loss_disc_real_4: 0.20887622237205505 (0.22525934373530057) | > loss_disc_real_5: 0.17873810231685638 (0.21717959341521448) | > loss_0: 2.3710203170776367 (2.3244334573929115) | > grad_norm_0: tensor(14.8573, device='cuda:0') (tensor(11.2000, device='cuda:0')) | > loss_gen: 2.5787220001220703 (2.509457285587605) | > loss_kl: 1.9752835035324097 (1.871179808790867) | > loss_feat: 7.08096170425415 (7.195765192692097) | > loss_mel: 18.357194900512695 (18.271676742113556) | > loss_duration: 2.076789379119873 (2.0324745052135915) | > loss_1: 32.06895065307617 (31.88055357566247) | > grad_norm_1: tensor(362.3757, device='cuda:0') (tensor(137.3431, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3633 (0.35563216071862436) | > loader_time: 0.0038 (0.0035385145590855526)  --> TIME: 2024-06-11 07:02:37 -- STEP: 129/330 -- GLOBAL_STEP: 208250 | > loss_disc: 2.2619876861572266 (2.322741654492163) | > loss_disc_real_0: 0.07910877466201782 (0.11014873852101408) | > loss_disc_real_1: 0.1837611198425293 (0.19799230958140174) | > loss_disc_real_2: 0.21191242337226868 (0.21396009935889132) | > loss_disc_real_3: 0.202790766954422 (0.22761541581893152) | > loss_disc_real_4: 0.20968343317508698 (0.22547975806302803) | > loss_disc_real_5: 0.19182276725769043 (0.21675111827000168) | > loss_0: 2.2619876861572266 (2.322741654492163) | > grad_norm_0: tensor(16.2562, device='cuda:0') (tensor(13.1227, device='cuda:0')) | > loss_gen: 2.5873167514801025 (2.510547292324924) | > loss_kl: 2.0232324600219727 (1.8757192765095436) | > loss_feat: 7.733514785766602 (7.2086180790450225) | > loss_mel: 18.898805618286133 (18.265974015228508) | > loss_duration: 2.007007598876953 (2.033489871394728) | > loss_1: 33.2498779296875 (31.894348543743753) | > grad_norm_1: tensor(234.8920, device='cuda:0') (tensor(165.2178, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3707 (0.35981532584789183) | > loader_time: 0.0038 (0.003604449042978213)  --> TIME: 2024-06-11 07:02:46 -- STEP: 154/330 -- GLOBAL_STEP: 208275 | > loss_disc: 2.2909858226776123 (2.3223206687283198) | > loss_disc_real_0: 0.11417655646800995 (0.11109854290624718) | > loss_disc_real_1: 0.1597871333360672 (0.19776961497672194) | > loss_disc_real_2: 0.20706123113632202 (0.21372105297330143) | > loss_disc_real_3: 0.22068224847316742 (0.2276958618071172) | > loss_disc_real_4: 0.21359337866306305 (0.22485061202730453) | > loss_disc_real_5: 0.19628334045410156 (0.2167476371124193) | > loss_0: 2.2909858226776123 (2.3223206687283198) | > grad_norm_0: tensor(25.7498, device='cuda:0') (tensor(14.5705, device='cuda:0')) | > loss_gen: 2.562678337097168 (2.5154433436207966) | > loss_kl: 2.001818895339966 (1.877903694456274) | > loss_feat: 7.632574558258057 (7.2204429545959865) | > loss_mel: 18.357681274414062 (18.277330571954906) | > loss_duration: 2.0303263664245605 (2.0360095655763324) | > loss_1: 32.585079193115234 (31.927130154200963) | > grad_norm_1: tensor(374.8674, device='cuda:0') (tensor(178.7307, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3736 (0.36209282008084376) | > loader_time: 0.004 (0.0037035198954792764)  --> TIME: 2024-06-11 07:02:56 -- STEP: 179/330 -- GLOBAL_STEP: 208300 | > loss_disc: 2.244473695755005 (2.323896938196106) | > loss_disc_real_0: 0.14742565155029297 (0.11203118842407311) | > loss_disc_real_1: 0.19790542125701904 (0.19816371665320587) | > loss_disc_real_2: 0.18836471438407898 (0.21340593112913595) | > loss_disc_real_3: 0.19546139240264893 (0.22728898588505536) | > loss_disc_real_4: 0.211147278547287 (0.2251658600302382) | > loss_disc_real_5: 0.23227794468402863 (0.21801350877604667) | > loss_0: 2.244473695755005 (2.323896938196106) | > grad_norm_0: tensor(55.0464, device='cuda:0') (tensor(16.8777, device='cuda:0')) | > loss_gen: 2.5291147232055664 (2.519745499062139) | > loss_kl: 2.0229930877685547 (1.891898846493087) | > loss_feat: 7.750310897827148 (7.229933613505444) | > loss_mel: 18.300758361816406 (18.248314713632595) | > loss_duration: 2.090688705444336 (2.0420315492086596) | > loss_1: 32.69386291503906 (31.93192420192271) | > grad_norm_1: tensor(454.7359, device='cuda:0') (tensor(196.8394, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.3732 (0.36532440931437393) | > loader_time: 0.0046 (0.003783471091499542)  --> TIME: 2024-06-11 07:03:06 -- STEP: 204/330 -- GLOBAL_STEP: 208325 | > loss_disc: 2.241381883621216 (2.3266924666423408) | > loss_disc_real_0: 0.09539386630058289 (0.1133668034830514) | > loss_disc_real_1: 0.1569751650094986 (0.19884112316603758) | > loss_disc_real_2: 0.19664408266544342 (0.21225434344481023) | > loss_disc_real_3: 0.21425387263298035 (0.22778872174083017) | > loss_disc_real_4: 0.20351113379001617 (0.22498556942332024) | > loss_disc_real_5: 0.20044036209583282 (0.218045272517438) | > loss_0: 2.241381883621216 (2.3266924666423408) | > grad_norm_0: tensor(34.9571, device='cuda:0') (tensor(20.1055, device='cuda:0')) | > loss_gen: 2.536081314086914 (2.525326326781628) | > loss_kl: 1.8720934391021729 (1.8979103179538952) | > loss_feat: 8.034095764160156 (7.248935051992828) | > loss_mel: 18.48538589477539 (18.224416190502698) | > loss_duration: 2.0290422439575195 (2.04876449295119) | > loss_1: 32.95669937133789 (31.945352376676073) | > grad_norm_1: tensor(424.2711, device='cuda:0') (tensor(218.0140, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.4135 (0.3688568507923799) | > loader_time: 0.0047 (0.003916090609980565)  --> TIME: 2024-06-11 07:03:17 -- STEP: 229/330 -- GLOBAL_STEP: 208350 | > loss_disc: 2.2759010791778564 (2.3305130327632844) | > loss_disc_real_0: 0.09983113408088684 (0.11412502171300905) | > loss_disc_real_1: 0.2480577528476715 (0.19965518692174855) | > loss_disc_real_2: 0.1828070729970932 (0.21305463427279198) | > loss_disc_real_3: 0.2357700765132904 (0.22760302797935936) | > loss_disc_real_4: 0.226386159658432 (0.2253044341979589) | > loss_disc_real_5: 0.22515061497688293 (0.21828051672752244) | > loss_0: 2.2759010791778564 (2.3305130327632844) | > grad_norm_0: tensor(31.6005, device='cuda:0') (tensor(21.8904, device='cuda:0')) | > loss_gen: 2.6352381706237793 (2.525306404938344) | > loss_kl: 2.00201153755188 (1.9005302992450097) | > loss_feat: 7.750084400177002 (7.248534346251509) | > loss_mel: 18.545879364013672 (18.205286250884885) | > loss_duration: 2.1532721519470215 (2.056619505694861) | > loss_1: 33.08648681640625 (31.936276823152102) | > grad_norm_1: tensor(475.6984, device='cuda:0') (tensor(233.4203, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.4266 (0.37325991397341257) | > loader_time: 0.007 (0.004071754139063141)  --> TIME: 2024-06-11 07:03:28 -- STEP: 254/330 -- GLOBAL_STEP: 208375 | > loss_disc: 2.3750457763671875 (2.3342790002897957) | > loss_disc_real_0: 0.09403187781572342 (0.11458015964021832) | > loss_disc_real_1: 0.13561458885669708 (0.19989918143026475) | > loss_disc_real_2: 0.2572088837623596 (0.2136337565272812) | > loss_disc_real_3: 0.2412136346101761 (0.22762396151390601) | > loss_disc_real_4: 0.22433649003505707 (0.22547792179847326) | > loss_disc_real_5: 0.20708486437797546 (0.21837090824063365) | > loss_0: 2.3750457763671875 (2.3342790002897957) | > grad_norm_0: tensor(20.9126, device='cuda:0') (tensor(22.4614, device='cuda:0')) | > loss_gen: 2.439072847366333 (2.5208544853165393) | > loss_kl: 1.9167065620422363 (1.903099923152623) | > loss_feat: 7.812300682067871 (7.24196750911202) | > loss_mel: 18.22179412841797 (18.169453748567843) | > loss_duration: 2.102607250213623 (2.0633074777332827) | > loss_1: 32.49248123168945 (31.898683149983565) | > grad_norm_1: tensor(431.3504, device='cuda:0') (tensor(241.7148, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.4396 (0.3792392747608695) | > loader_time: 0.0059 (0.0042249856032724456)  --> TIME: 2024-06-11 07:03:39 -- STEP: 279/330 -- GLOBAL_STEP: 208400 | > loss_disc: 2.495882034301758 (2.3362514613777066) | > loss_disc_real_0: 0.16707535088062286 (0.11538593067810954) | > loss_disc_real_1: 0.27684810757637024 (0.20049623760484886) | > loss_disc_real_2: 0.21286073327064514 (0.21372313909633187) | > loss_disc_real_3: 0.22454409301280975 (0.2275240160124276) | > loss_disc_real_4: 0.2501283288002014 (0.22543142821412784) | > loss_disc_real_5: 0.23991292715072632 (0.21836735324193074) | > loss_0: 2.495882034301758 (2.3362514613777066) | > grad_norm_0: tensor(22.1287, device='cuda:0') (tensor(22.9877, device='cuda:0')) | > loss_gen: 2.5424113273620605 (2.5167847935871412) | > loss_kl: 1.989688754081726 (1.9061319866488058) | > loss_feat: 7.394947528839111 (7.234882568373047) | > loss_mel: 17.25567054748535 (18.123660432822394) | > loss_duration: 2.1552631855010986 (2.072402773792172) | > loss_1: 31.337982177734375 (31.85386258470542) | > grad_norm_1: tensor(298.6918, device='cuda:0') (tensor(249.5147, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.4593 (0.3852723140443098) | > loader_time: 0.0067 (0.004422468096551929)  --> TIME: 2024-06-11 07:03:51 -- STEP: 304/330 -- GLOBAL_STEP: 208425 | > loss_disc: 2.403353452682495 (2.3416677525168965) | > loss_disc_real_0: 0.08359368145465851 (0.11661672628925819) | > loss_disc_real_1: 0.21122263371944427 (0.2010895887291745) | > loss_disc_real_2: 0.1833340972661972 (0.21431253227944436) | > loss_disc_real_3: 0.21087567508220673 (0.22771842140508325) | > loss_disc_real_4: 0.2190256416797638 (0.22564778628906132) | > loss_disc_real_5: 0.23688426613807678 (0.2185076802576843) | > loss_0: 2.403353452682495 (2.3416677525168965) | > grad_norm_0: tensor(20.6136, device='cuda:0') (tensor(25.0878, device='cuda:0')) | > loss_gen: 2.530735969543457 (2.514036997368462) | > loss_kl: 1.9867212772369385 (1.909458236082604) | > loss_feat: 7.865166664123535 (7.247494299160807) | > loss_mel: 17.008573532104492 (18.080896760288038) | > loss_duration: 2.2190122604370117 (2.082598744254364) | > loss_1: 31.610210418701172 (31.834485066564458) | > grad_norm_1: tensor(438.5179, device='cuda:0') (tensor(262.6542, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.4714 (0.3919299370364138) | > loader_time: 0.0072 (0.004642421477719358)  --> TIME: 2024-06-11 07:04:21 -- STEP: 329/330 -- GLOBAL_STEP: 208450 | > loss_disc: 2.5602617263793945 (2.3495619086871393) | > loss_disc_real_0: 0.24410562217235565 (0.11937788341726575) | > loss_disc_real_1: 0.16608506441116333 (0.2013963039251084) | > loss_disc_real_2: 0.2444496750831604 (0.21455550379484983) | > loss_disc_real_3: 0.20481380820274353 (0.22794918833713762) | > loss_disc_real_4: 0.35214167833328247 (0.2264883763250246) | > loss_disc_real_5: 0.25277847051620483 (0.21830552834507905) | > loss_0: 2.5602617263793945 (2.3495619086871393) | > grad_norm_0: tensor(11.2381, device='cuda:0') (tensor(26.5584, device='cuda:0')) | > loss_gen: 2.656954765319824 (2.5138664260099004) | > loss_kl: 2.176586151123047 (1.9179328122037522) | > loss_feat: 10.269357681274414 (7.336477866651077) | > loss_mel: 16.940763473510742 (18.045645560174734) | > loss_duration: 2.28173828125 (2.0967430090107104) | > loss_1: 34.325401306152344 (31.91066571499439) | > grad_norm_1: tensor(71.5081, device='cuda:0') (tensor(268.7498, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 15.5677 (0.45119916704288) | > loader_time: 0.034 (0.00511664170262299)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.439453125 (2.439453125) | > loss_disc_real_0: 0.12457647919654846 (0.12457647919654846) | > loss_disc_real_1: 0.23465190827846527 (0.23465190827846527) | > loss_disc_real_2: 0.2786087095737457 (0.2786087095737457) | > loss_disc_real_3: 0.2813397943973541 (0.2813397943973541) | > loss_disc_real_4: 0.274413138628006 (0.274413138628006) | > loss_disc_real_5: 0.27407100796699524 (0.27407100796699524) | > loss_0: 2.439453125 (2.439453125) | > loss_gen: 2.6458637714385986 (2.6458637714385986) | > loss_kl: 2.703007936477661 (2.703007936477661) | > loss_feat: 5.705641746520996 (5.705641746520996) | > loss_mel: 17.268220901489258 (17.268220901489258) | > loss_duration: 2.795569658279419 (2.795569658279419) | > loss_1: 31.118305206298828 (31.118305206298828)  --> STEP: 1 | > loss_disc: 2.297138214111328 (2.297138214111328) | > loss_disc_real_0: 0.12307058274745941 (0.12307058274745941) | > loss_disc_real_1: 0.22142067551612854 (0.22142067551612854) | > loss_disc_real_2: 0.2280978113412857 (0.2280978113412857) | > loss_disc_real_3: 0.29635384678840637 (0.29635384678840637) | > loss_disc_real_4: 0.269595742225647 (0.269595742225647) | > loss_disc_real_5: 0.28145793080329895 (0.28145793080329895) | > loss_0: 2.297138214111328 (2.297138214111328) | > loss_gen: 2.722552537918091 (2.722552537918091) | > loss_kl: 1.7562577724456787 (1.7562577724456787) | > loss_feat: 6.568710803985596 (6.568710803985596) | > loss_mel: 18.602575302124023 (18.602575302124023) | > loss_duration: 2.451456308364868 (2.451456308364868) | > loss_1: 32.10155487060547 (32.10155487060547)  --> STEP: 2 | > loss_disc: 2.248051881790161 (2.2725950479507446) | > loss_disc_real_0: 0.05681880563497543 (0.08994469419121742) | > loss_disc_real_1: 0.28045377135276794 (0.25093722343444824) | > loss_disc_real_2: 0.26221901178359985 (0.24515841156244278) | > loss_disc_real_3: 0.23123319447040558 (0.263793520629406) | > loss_disc_real_4: 0.24874337017536163 (0.2591695562005043) | > loss_disc_real_5: 0.2545548677444458 (0.2680063992738724) | > loss_0: 2.248051881790161 (2.2725950479507446) | > loss_gen: 2.6699881553649902 (2.6962703466415405) | > loss_kl: 2.495271682739258 (2.1257647275924683) | > loss_feat: 5.955984592437744 (6.26234769821167) | > loss_mel: 18.870380401611328 (18.736477851867676) | > loss_duration: 2.442202568054199 (2.4468294382095337) | > loss_1: 32.4338264465332 (32.267690658569336)  --> STEP: 3 | > loss_disc: 2.3101539611816406 (2.2851146856943765) | > loss_disc_real_0: 0.13822835683822632 (0.10603924840688705) | > loss_disc_real_1: 0.29401278495788574 (0.26529574394226074) | > loss_disc_real_2: 0.26243138313293457 (0.2509160687526067) | > loss_disc_real_3: 0.2872474789619446 (0.2716115067402522) | > loss_disc_real_4: 0.26225587725639343 (0.26019832988580066) | > loss_disc_real_5: 0.36159464716911316 (0.2992024819056193) | > loss_0: 2.3101539611816406 (2.2851146856943765) | > loss_gen: 3.284532308578491 (2.892357667287191) | > loss_kl: 3.5572590827941895 (2.6029295126597085) | > loss_feat: 6.737088203430176 (6.420594533284505) | > loss_mel: 17.720216751098633 (18.397724151611328) | > loss_duration: 2.3024685382843018 (2.3987091382344565) | > loss_1: 33.601566314697266 (32.71231587727865)  --> STEP: 4 | > loss_disc: 2.3798975944519043 (2.3088104128837585) | > loss_disc_real_0: 0.1033848375082016 (0.10537564568221569) | > loss_disc_real_1: 0.27205267548561096 (0.2669849768280983) | > loss_disc_real_2: 0.286863774061203 (0.2599029950797558) | > loss_disc_real_3: 0.28633376955986023 (0.2752920724451542) | > loss_disc_real_4: 0.2768658697605133 (0.26436521485447884) | > loss_disc_real_5: 0.3000103235244751 (0.29940444231033325) | > loss_0: 2.3798975944519043 (2.3088104128837585) | > loss_gen: 2.773724317550659 (2.862699329853058) | > loss_kl: 3.201874256134033 (2.75266569852829) | > loss_feat: 7.1912312507629395 (6.613253712654114) | > loss_mel: 18.652605056762695 (18.46144437789917) | > loss_duration: 2.247631072998047 (2.360939621925354) | > loss_1: 34.06706619262695 (33.05100345611572)  --> STEP: 5 | > loss_disc: 2.2567663192749023 (2.2984015941619873) | > loss_disc_real_0: 0.04757320135831833 (0.09381515681743621) | > loss_disc_real_1: 0.27236372232437134 (0.2680607259273529) | > loss_disc_real_2: 0.19534093141555786 (0.2469905823469162) | > loss_disc_real_3: 0.2706739604473114 (0.27436845004558563) | > loss_disc_real_4: 0.26462820172309875 (0.2644178122282028) | > loss_disc_real_5: 0.2563013732433319 (0.29078382849693296) | > loss_0: 2.2567663192749023 (2.2984015941619873) | > loss_gen: 2.50026535987854 (2.790212535858154) | > loss_kl: 2.3726327419281006 (2.676659107208252) | > loss_feat: 6.211346626281738 (6.532872295379638) | > loss_mel: 20.11985969543457 (18.79312744140625) | > loss_duration: 2.464064121246338 (2.3815645217895507) | > loss_1: 33.66816711425781 (33.17443618774414)  --> STEP: 6 | > loss_disc: 2.346874475479126 (2.3064804077148438) | > loss_disc_real_0: 0.06611882895231247 (0.08919910217324893) | > loss_disc_real_1: 0.2567117512226105 (0.2661692301432292) | > loss_disc_real_2: 0.2673926055431366 (0.2503909195462863) | > loss_disc_real_3: 0.28338173031806946 (0.2758706634243329) | > loss_disc_real_4: 0.3081367313861847 (0.2717042987545331) | > loss_disc_real_5: 0.2875215709209442 (0.2902401189009349) | > loss_0: 2.346874475479126 (2.3064804077148438) | > loss_gen: 3.004173755645752 (2.8258727391560874) | > loss_kl: 2.490509033203125 (2.645634094874064) | > loss_feat: 5.728757858276367 (6.398853222529094) | > loss_mel: 18.43492889404297 (18.73342768351237) | > loss_duration: 2.1733202934265137 (2.3468571503957114) | > loss_1: 31.831689834594727 (32.9506451288859)  --> STEP: 7 | > loss_disc: 2.257270097732544 (2.299450363431658) | > loss_disc_real_0: 0.17355084419250488 (0.10124935103314263) | > loss_disc_real_1: 0.2818359136581421 (0.26840732778821674) | > loss_disc_real_2: 0.24580466747283936 (0.24973574067865098) | > loss_disc_real_3: 0.2608272433280945 (0.2737216034105846) | > loss_disc_real_4: 0.248481884598732 (0.2683868110179901) | > loss_disc_real_5: 0.19984567165374756 (0.27732662643705097) | > loss_0: 2.257270097732544 (2.299450363431658) | > loss_gen: 2.8493151664733887 (2.829221657344273) | > loss_kl: 3.644798755645752 (2.788371903555734) | > loss_feat: 7.702809810638428 (6.585132735116141) | > loss_mel: 17.942935943603516 (18.620500292096818) | > loss_duration: 2.5582833290100098 (2.377060890197754) | > loss_1: 34.698143005371094 (33.200287682669504)  --> STEP: 8 | > loss_disc: 2.053900718688965 (2.2687566578388214) | > loss_disc_real_0: 0.13586845993995667 (0.10557673964649439) | > loss_disc_real_1: 0.2213941216468811 (0.2625306770205498) | > loss_disc_real_2: 0.20383858680725098 (0.243998596444726) | > loss_disc_real_3: 0.14587648212909698 (0.25774096325039864) | > loss_disc_real_4: 0.1417536586523056 (0.25255766697227955) | > loss_disc_real_5: 0.22167229652404785 (0.27036983519792557) | > loss_0: 2.053900718688965 (2.2687566578388214) | > loss_gen: 2.6879794597625732 (2.8115663826465607) | > loss_kl: 2.931346893310547 (2.8062437772750854) | > loss_feat: 11.766682624816895 (7.232826471328735) | > loss_mel: 18.478313446044922 (18.602726936340332) | > loss_duration: 2.208278179168701 (2.3559630513191223) | > loss_1: 38.072601318359375 (33.80932688713074)  --> STEP: 9 | > loss_disc: 2.430837631225586 (2.2867656548817954) | > loss_disc_real_0: 0.14084836840629578 (0.10949580950869454) | > loss_disc_real_1: 0.28267592191696167 (0.2647690375645955) | > loss_disc_real_2: 0.3094511330127716 (0.2512711005078422) | > loss_disc_real_3: 0.295866996049881 (0.2619771891170078) | > loss_disc_real_4: 0.337054967880249 (0.26194625596205395) | > loss_disc_real_5: 0.27668794989585876 (0.27107184794214034) | > loss_0: 2.430837631225586 (2.2867656548817954) | > loss_gen: 3.0181193351745605 (2.8345167107052274) | > loss_kl: 2.2738194465637207 (2.747085518307156) | > loss_feat: 9.263775825500488 (7.458487510681152) | > loss_mel: 19.650524139404297 (18.719148847791885) | > loss_duration: 2.061279773712158 (2.3232204649183483) | > loss_1: 36.26751708984375 (34.082459131876625)  --> STEP: 10 | > loss_disc: 2.3818211555480957 (2.2962712049484253) | > loss_disc_real_0: 0.1033744141459465 (0.10888366997241974) | > loss_disc_real_1: 0.3008902668952942 (0.2683811604976654) | > loss_disc_real_2: 0.2529429495334625 (0.2514382854104042) | > loss_disc_real_3: 0.2268907129764557 (0.25846854150295256) | > loss_disc_real_4: 0.24531051516532898 (0.26028268188238146) | > loss_disc_real_5: 0.1963360756635666 (0.263598270714283) | > loss_0: 2.3818211555480957 (2.2962712049484253) | > loss_gen: 2.426158905029297 (2.793680930137634) | > loss_kl: 2.1720430850982666 (2.689581274986267) | > loss_feat: 4.984356880187988 (7.211074447631836) | > loss_mel: 15.576109886169434 (18.404844951629638) | > loss_duration: 2.372973918914795 (2.328195810317993) | > loss_1: 27.53164291381836 (33.4273775100708)  --> STEP: 11 | > loss_disc: 2.601750373840332 (2.324042038484053) | > loss_disc_real_0: 0.09885071218013763 (0.10797158290039409) | > loss_disc_real_1: 0.21518360078334808 (0.2635450187054547) | > loss_disc_real_2: 0.3195677399635315 (0.25763187218796124) | > loss_disc_real_3: 0.30886784195899963 (0.26305029608986596) | > loss_disc_real_4: 0.2964760959148407 (0.26357299224896863) | > loss_disc_real_5: 0.3334140181541443 (0.26994515684517945) | > loss_0: 2.601750373840332 (2.324042038484053) | > loss_gen: 2.6221494674682617 (2.778087160804055) | > loss_kl: 2.930607795715332 (2.7114927768707275) | > loss_feat: 5.227810382843018 (7.030777714469216) | > loss_mel: 18.24742889404297 (18.39053440093994) | > loss_duration: 2.475189447402954 (2.3415588682348076) | > loss_1: 31.503185272216797 (33.252450942993164)  --> STEP: 12 | > loss_disc: 2.494436740875244 (2.3382415970166526) | > loss_disc_real_0: 0.14749255776405334 (0.11126499747236569) | > loss_disc_real_1: 0.2560868561267853 (0.26292350515723223) | > loss_disc_real_2: 0.259540855884552 (0.2577909541626771) | > loss_disc_real_3: 0.2918836772441864 (0.265453077852726) | > loss_disc_real_4: 0.29420414566993713 (0.2661255883673827) | > loss_disc_real_5: 0.2972891330718994 (0.27222382153073943) | > loss_0: 2.494436740875244 (2.3382415970166526) | > loss_gen: 2.7150492668151855 (2.772834002971649) | > loss_kl: 2.530611991882324 (2.696419378121694) | > loss_feat: 5.951218128204346 (6.9408144156138105) | > loss_mel: 15.914885520935059 (18.1842303276062) | > loss_duration: 2.242203712463379 (2.333279271920522) | > loss_1: 29.35396957397461 (32.92757749557495)  --> STEP: 13 | > loss_disc: 2.4758431911468506 (2.3488263350266676) | > loss_disc_real_0: 0.09177008271217346 (0.1097653886446586) | > loss_disc_real_1: 0.23246139287948608 (0.26058026575125176) | > loss_disc_real_2: 0.269572913646698 (0.258697258738371) | > loss_disc_real_3: 0.3102056086063385 (0.2688955802183885) | > loss_disc_real_4: 0.26347866654396057 (0.26592197899635023) | > loss_disc_real_5: 0.38076865673065186 (0.280573424238425) | > loss_0: 2.4758431911468506 (2.3488263350266676) | > loss_gen: 2.548024892807007 (2.755540994497446) | > loss_kl: 2.9884471893310547 (2.718883055907029) | > loss_feat: 6.493288993835449 (6.906389383169321) | > loss_mel: 17.458755493164062 (18.128424571110653) | > loss_duration: 2.1772656440734863 (2.321278223624596) | > loss_1: 31.665781021118164 (32.830516228309044)  --> STEP: 14 | > loss_disc: 2.3620352745056152 (2.3497698307037354) | > loss_disc_real_0: 0.1153978481888771 (0.11016770718353135) | > loss_disc_real_1: 0.3087497651576996 (0.2640209442802838) | > loss_disc_real_2: 0.24125024676322937 (0.2574510435972895) | > loss_disc_real_3: 0.2490217387676239 (0.26747602011476246) | > loss_disc_real_4: 0.2422638088464737 (0.26423210969993044) | > loss_disc_real_5: 0.312788724899292 (0.2828745171427727) | > loss_0: 2.3620352745056152 (2.3497698307037354) | > loss_gen: 2.8067381381988525 (2.759197933333261) | > loss_kl: 3.2296769618988037 (2.755368334906442) | > loss_feat: 9.083630561828613 (7.061906610216413) | > loss_mel: 20.331466674804688 (18.28578472137451) | > loss_duration: 2.3461267948150635 (2.3230531215667725) | > loss_1: 37.79764175415039 (33.18531090872629)  --> STEP: 15 | > loss_disc: 2.472677707672119 (2.3579636891682942) | > loss_disc_real_0: 0.07872290909290314 (0.1080713873108228) | > loss_disc_real_1: 0.282268226146698 (0.26523742973804476) | > loss_disc_real_2: 0.2437257319688797 (0.25653602282206217) | > loss_disc_real_3: 0.23146474361419678 (0.26507526834805806) | > loss_disc_real_4: 0.2540619671344757 (0.2635541001955668) | > loss_disc_real_5: 0.2884909510612488 (0.2832489460706711) | > loss_0: 2.472677707672119 (2.3579636891682942) | > loss_gen: 2.4209160804748535 (2.736645809809367) | > loss_kl: 3.391119956970215 (2.79775177637736) | > loss_feat: 5.71801233291626 (6.972313658396403) | > loss_mel: 16.774459838867188 (18.185029729207358) | > loss_duration: 2.327104091644287 (2.3233231862386066) | > loss_1: 30.63161277770996 (33.015064366658535)  --> STEP: 16 | > loss_disc: 2.609349250793457 (2.373675286769867) | > loss_disc_real_0: 0.17007823288440704 (0.11194681515917182) | > loss_disc_real_1: 0.2804286479949951 (0.26618688087910414) | > loss_disc_real_2: 0.3368649184703827 (0.2615565788000822) | > loss_disc_real_3: 0.2631949782371521 (0.26495775021612644) | > loss_disc_real_4: 0.24042896926403046 (0.2621087795123458) | > loss_disc_real_5: 0.30448704957962036 (0.2845763275399804) | > loss_0: 2.609349250793457 (2.373675286769867) | > loss_gen: 2.7123610973358154 (2.73512801527977) | > loss_kl: 2.1929688453674316 (2.7599528431892395) | > loss_feat: 6.4215240478515625 (6.9378893077373505) | > loss_mel: 18.293485641479492 (18.191808223724365) | > loss_duration: 2.318614959716797 (2.3230289220809937) | > loss_1: 31.938953399658203 (32.947807431221015)  --> STEP: 17 | > loss_disc: 2.085205316543579 (2.35670646499185) | > loss_disc_real_0: 0.13199812173843384 (0.11312630378148135) | > loss_disc_real_1: 0.25742432475090027 (0.2656714364009745) | > loss_disc_real_2: 0.17723384499549866 (0.2565964179880479) | > loss_disc_real_3: 0.25068217515945435 (0.2641180105069104) | > loss_disc_real_4: 0.24770013988018036 (0.2612612124751596) | > loss_disc_real_5: 0.21376876533031464 (0.28041117682176475) | > loss_0: 2.085205316543579 (2.35670646499185) | > loss_gen: 2.7097058296203613 (2.7336325925939224) | > loss_kl: 2.223773717880249 (2.728412894641652) | > loss_feat: 5.584009170532227 (6.858249299666461) | > loss_mel: 17.451658248901367 (18.14826998991125) | > loss_duration: 2.339747428894043 (2.3240123636582317) | > loss_1: 30.308895111083984 (32.792577294742365)  --> STEP: 18 | > loss_disc: 2.1542818546295166 (2.3454606533050537) | > loss_disc_real_0: 0.07663390040397644 (0.11109894803828663) | > loss_disc_real_1: 0.2066085785627365 (0.2623901665210724) | > loss_disc_real_2: 0.19669634103775024 (0.25326863593525356) | > loss_disc_real_3: 0.20195461809635162 (0.26066448870632386) | > loss_disc_real_4: 0.22575415670871735 (0.2592885982659128) | > loss_disc_real_5: 0.2272290736436844 (0.2774566155340936) | > loss_0: 2.1542818546295166 (2.3454606533050537) | > loss_gen: 2.5171022415161133 (2.721603128645155) | > loss_kl: 2.5671579837799072 (2.719454288482666) | > loss_feat: 7.582576751708984 (6.898489713668823) | > loss_mel: 18.24163246154785 (18.15345679389106) | > loss_duration: 2.231882333755493 (2.3188940286636353) | > loss_1: 33.14035415649414 (32.811898231506355)  --> STEP: 19 | > loss_disc: 2.512240409851074 (2.3542385352285287) | > loss_disc_real_0: 0.07962349057197571 (0.10944234501374395) | > loss_disc_real_1: 0.3030974566936493 (0.2645326554775238) | > loss_disc_real_2: 0.244121715426445 (0.2527872190663689) | > loss_disc_real_3: 0.33142831921577454 (0.26438890083840016) | > loss_disc_real_4: 0.3278672695159912 (0.2628980020159169) | > loss_disc_real_5: 0.3770107626914978 (0.2826963074897465) | > loss_0: 2.512240409851074 (2.3542385352285287) | > loss_gen: 2.6919400691986084 (2.7200419149900736) | > loss_kl: 1.899165153503418 (2.6762811761153373) | > loss_feat: 4.691082954406738 (6.7823104105497665) | > loss_mel: 15.695637702941895 (18.02409789436742) | > loss_duration: 2.3054628372192383 (2.3181871238507723) | > loss_1: 27.283287048339844 (32.52091869555022)  --> STEP: 20 | > loss_disc: 2.601097583770752 (2.3665814876556395) | > loss_disc_real_0: 0.1340107023715973 (0.11067076288163662) | > loss_disc_real_1: 0.33637112379074097 (0.26812457889318464) | > loss_disc_real_2: 0.2802124619483948 (0.2541584812104702) | > loss_disc_real_3: 0.314445436000824 (0.26689172759652136) | > loss_disc_real_4: 0.2968306243419647 (0.26459463313221926) | > loss_disc_real_5: 0.30843886733055115 (0.28398343548178673) | > loss_0: 2.601097583770752 (2.3665814876556395) | > loss_gen: 2.509050130844116 (2.709492325782776) | > loss_kl: 2.0918328762054443 (2.6470587611198426) | > loss_feat: 4.128951072692871 (6.649642443656921) | > loss_mel: 16.511194229125977 (17.948452711105347) | > loss_duration: 2.3053126335144043 (2.317543399333954) | > loss_1: 27.546342849731445 (32.27218990325928)  --> STEP: 21 | > loss_disc: 2.373843193054199 (2.366927283150809) | > loss_disc_real_0: 0.08160364627838135 (0.1092866144719578) | > loss_disc_real_1: 0.24768172204494476 (0.267151109519459) | > loss_disc_real_2: 0.18457895517349243 (0.2508451704468046) | > loss_disc_real_3: 0.23302632570266724 (0.26527908941109973) | > loss_disc_real_4: 0.22581377625465393 (0.262747925661859) | > loss_disc_real_5: 0.26782098412513733 (0.2832137949409939) | > loss_0: 2.373843193054199 (2.366927283150809) | > loss_gen: 2.3846230506896973 (2.694022360302153) | > loss_kl: 2.958604574203491 (2.6618942760285877) | > loss_feat: 6.188328742980957 (6.627675124577114) | > loss_mel: 17.360883712768555 (17.92047323499407) | > loss_duration: 2.094907283782959 (2.3069416795458113) | > loss_1: 30.987346649169922 (32.21100689115979)  --> STEP: 22 | > loss_disc: 2.4876303672790527 (2.3724137869748203) | > loss_disc_real_0: 0.16497689485549927 (0.11181799085302786) | > loss_disc_real_1: 0.27699214220046997 (0.2675984291867776) | > loss_disc_real_2: 0.23195785284042358 (0.2499866560101509) | > loss_disc_real_3: 0.1758807897567749 (0.26121553033590317) | > loss_disc_real_4: 0.1865789145231247 (0.2592856978828256) | > loss_disc_real_5: 0.27935171127319336 (0.2830382456833666) | > loss_0: 2.4876303672790527 (2.3724137869748203) | > loss_gen: 2.3473501205444336 (2.678264531222257) | > loss_kl: 2.0420455932617188 (2.633719335902821) | > loss_feat: 7.0917067527771 (6.648767471313477) | > loss_mel: 19.53056526184082 (17.993659236214377) | > loss_duration: 2.173283100128174 (2.3008662895722822) | > loss_1: 33.18495178222656 (32.25527711348101)  --> STEP: 23 | > loss_disc: 2.898054361343384 (2.3952677249908447) | > loss_disc_real_0: 0.22810491919517517 (0.11687394425920818) | > loss_disc_real_1: 0.34298741817474365 (0.2708762113166892) | > loss_disc_real_2: 0.3410414159297943 (0.2539455586153528) | > loss_disc_real_3: 0.3289380371570587 (0.2641599871542143) | > loss_disc_real_4: 0.3265552520751953 (0.2622104611085808) | > loss_disc_real_5: 0.2391377091407776 (0.28112952670325403) | > loss_0: 2.898054361343384 (2.3952677249908447) | > loss_gen: 2.3406472206115723 (2.6635855177174443) | > loss_kl: 2.221616744995117 (2.615801831950312) | > loss_feat: 3.793063163757324 (6.524606414463209) | > loss_mel: 17.32831382751465 (17.964731174966563) | > loss_duration: 2.298947334289551 (2.300782856733903) | > loss_1: 27.982589721679688 (32.069508096446164)  --> STEP: 24 | > loss_disc: 2.082667350769043 (2.3822427093982697) | > loss_disc_real_0: 0.08298848569393158 (0.11546205015232165) | > loss_disc_real_1: 0.3562750816345215 (0.2744344975799322) | > loss_disc_real_2: 0.15923181176185608 (0.2499991524964571) | > loss_disc_real_3: 0.24375081062316895 (0.26330960479875404) | > loss_disc_real_4: 0.23704558610916138 (0.26116192465027166) | > loss_disc_real_5: 0.30652520060539246 (0.2821876797825098) | > loss_0: 2.082667350769043 (2.3822427093982697) | > loss_gen: 3.054182529449463 (2.6798603932062783) | > loss_kl: 2.3865389823913574 (2.606249213218689) | > loss_feat: 8.112918853759766 (6.590786099433899) | > loss_mel: 19.116832733154297 (18.01273540655772) | > loss_duration: 2.4368531703948975 (2.3064524531364445) | > loss_1: 35.10732650756836 (32.196083863576256)  --> STEP: 25 | > loss_disc: 2.5711302757263184 (2.3897982120513914) | > loss_disc_real_0: 0.14619427919387817 (0.11669133931398391) | > loss_disc_real_1: 0.3079114258289337 (0.2757735747098923) | > loss_disc_real_2: 0.3141512870788574 (0.2525652378797531) | > loss_disc_real_3: 0.29238221049308777 (0.2644725090265274) | > loss_disc_real_4: 0.25349172949790955 (0.26085511684417717) | > loss_disc_real_5: 0.2901546359062195 (0.2825063580274582) | > loss_0: 2.5711302757263184 (2.3897982120513914) | > loss_gen: 2.556886672973633 (2.6749414443969726) | > loss_kl: 2.4221622943878174 (2.598885736465454) | > loss_feat: 5.794922351837158 (6.558951549530029) | > loss_mel: 16.35609245300293 (17.946469688415526) | > loss_duration: 2.3455896377563477 (2.308017940521241) | > loss_1: 29.47565460205078 (32.08726669311523)  --> STEP: 26 | > loss_disc: 2.4005212783813477 (2.3902106376794667) | > loss_disc_real_0: 0.25065797567367554 (0.12184390225089513) | > loss_disc_real_1: 0.20364169776439667 (0.27299927175045013) | > loss_disc_real_2: 0.20078881084918976 (0.2505738368401161) | > loss_disc_real_3: 0.1914445459842682 (0.26166374121720976) | > loss_disc_real_4: 0.23648186028003693 (0.25991768389940256) | > loss_disc_real_5: 0.33771812915802 (0.28462988768632597) | > loss_0: 2.4005212783813477 (2.3902106376794667) | > loss_gen: 2.6156790256500244 (2.6726621205990133) | > loss_kl: 2.0763118267059326 (2.5787867399362416) | > loss_feat: 11.148283004760742 (6.735464297808134) | > loss_mel: 18.85202407836914 (17.981298703413742) | > loss_duration: 2.274919271469116 (2.306744914788467) | > loss_1: 36.96721649169922 (32.27495706998385) --> EVAL PERFORMANCE | > avg_loader_time: 0.002533435821533203 (-0.00011194669283353352) | > avg_loss_disc: 2.3902106376794667 (-0.050716207577631955) | > avg_loss_disc_real_0: 0.12184390225089513 (-0.06236737020886861) | > avg_loss_disc_real_1: 0.27299927175045013 (+0.05346879936181581) | > avg_loss_disc_real_2: 0.2505738368401161 (+0.011507924932699948) | > avg_loss_disc_real_3: 0.26166374121720976 (+0.0005344559366886603) | > avg_loss_disc_real_4: 0.25991768389940256 (+0.013698974480995718) | > avg_loss_disc_real_5: 0.28462988768632597 (+0.06142828785456145) | > avg_loss_0: 2.3902106376794667 (-0.050716207577631955) | > avg_loss_gen: 2.6726621205990133 (+0.15754178854135326) | > avg_loss_kl: 2.5787867399362416 (+0.044695326915153544) | > avg_loss_feat: 6.735464297808134 (-0.04924215720250036) | > avg_loss_mel: 17.981298703413742 (-0.043324873997615754) | > avg_loss_duration: 2.306744914788467 (+0.0021878847709069227) | > avg_loss_1: 32.27495706998385 (+0.11185807448166685)  > EPOCH: 365/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:04:26)   --> TIME: 2024-06-11 07:04:37 -- STEP: 24/330 -- GLOBAL_STEP: 208475 | > loss_disc: 2.366718053817749 (2.2899047831694284) | > loss_disc_real_0: 0.1453690528869629 (0.10473167275389035) | > loss_disc_real_1: 0.197434663772583 (0.19499220761160055) | > loss_disc_real_2: 0.24668484926223755 (0.2092470247298479) | > loss_disc_real_3: 0.2292245477437973 (0.22438025350371996) | > loss_disc_real_4: 0.23227712512016296 (0.22099282157917818) | > loss_disc_real_5: 0.24727009236812592 (0.21733100153505802) | > loss_0: 2.366718053817749 (2.2899047831694284) | > grad_norm_0: tensor(13.7121, device='cuda:0') (tensor(10.7074, device='cuda:0')) | > loss_gen: 2.6144156455993652 (2.556570927302043) | > loss_kl: 2.353346586227417 (1.849684531490008) | > loss_feat: 7.528878688812256 (7.2269424597422285) | > loss_mel: 18.204885482788086 (18.418380737304698) | > loss_duration: 2.0267281532287598 (2.1004468748966847) | > loss_1: 32.72825622558594 (32.15202514330545) | > grad_norm_1: tensor(168.7038, device='cuda:0') (tensor(146.3603, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3803 (0.3744269907474518) | > loader_time: 0.003 (0.003372371196746826)  --> TIME: 2024-06-11 07:04:46 -- STEP: 49/330 -- GLOBAL_STEP: 208500 | > loss_disc: 2.2668190002441406 (2.3028231348310197) | > loss_disc_real_0: 0.11351143568754196 (0.10625654778310231) | > loss_disc_real_1: 0.2234823852777481 (0.1953619700305316) | > loss_disc_real_2: 0.24519087374210358 (0.20980654960992384) | > loss_disc_real_3: 0.2127346247434616 (0.22503911658209197) | > loss_disc_real_4: 0.18178690969944 (0.22154568531075303) | > loss_disc_real_5: 0.1778590977191925 (0.21818372394357408) | > loss_0: 2.2668190002441406 (2.3028231348310197) | > grad_norm_0: tensor(20.6836, device='cuda:0') (tensor(10.2533, device='cuda:0')) | > loss_gen: 2.4934942722320557 (2.532008672247128) | > loss_kl: 1.949296236038208 (1.868029414391031) | > loss_feat: 6.8612060546875 (7.248919769209259) | > loss_mel: 17.73301124572754 (18.41226363668637) | > loss_duration: 1.958117961883545 (2.055312837873187) | > loss_1: 30.995126724243164 (32.11653436933245) | > grad_norm_1: tensor(364.7616, device='cuda:0') (tensor(139.9781, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3714 (0.3694561549595424) | > loader_time: 0.0041 (0.003483952308187679) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_208500.pth  --> TIME: 2024-06-11 07:05:00 -- STEP: 74/330 -- GLOBAL_STEP: 208525 | > loss_disc: 2.3085579872131348 (2.3181379582430863) | > loss_disc_real_0: 0.08951947093009949 (0.10811341131055677) | > loss_disc_real_1: 0.20384985208511353 (0.19584016985184438) | > loss_disc_real_2: 0.18105702102184296 (0.2113532001102293) | > loss_disc_real_3: 0.21495996415615082 (0.2273107269728506) | > loss_disc_real_4: 0.24472951889038086 (0.22445832796998927) | > loss_disc_real_5: 0.19284683465957642 (0.22001962806727435) | > loss_0: 2.3085579872131348 (2.3181379582430863) | > grad_norm_0: tensor(7.2606, device='cuda:0') (tensor(10.3950, device='cuda:0')) | > loss_gen: 2.415903329849243 (2.533379806054605) | > loss_kl: 1.7817797660827637 (1.878531533318597) | > loss_feat: 7.4787397384643555 (7.280368940250294) | > loss_mel: 18.25442886352539 (18.36673901532148) | > loss_duration: 1.9586091041564941 (2.0379795303215857) | > loss_1: 31.88945960998535 (32.096998781771276) | > grad_norm_1: tensor(151.3735, device='cuda:0') (tensor(145.1497, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3603 (0.36834490299224854) | > loader_time: 0.0037 (0.003528514423885861)  --> TIME: 2024-06-11 07:05:09 -- STEP: 99/330 -- GLOBAL_STEP: 208550 | > loss_disc: 2.391345500946045 (2.3205972054992055) | > loss_disc_real_0: 0.17690317332744598 (0.11161820153997402) | > loss_disc_real_1: 0.17376844584941864 (0.19615101784166666) | > loss_disc_real_2: 0.22134962677955627 (0.21142757556053124) | > loss_disc_real_3: 0.2609774172306061 (0.22700824520804666) | > loss_disc_real_4: 0.2629849314689636 (0.2246058535094213) | > loss_disc_real_5: 0.23735028505325317 (0.21885679632124275) | > loss_0: 2.391345500946045 (2.3205972054992055) | > grad_norm_0: tensor(12.8356, device='cuda:0') (tensor(10.6538, device='cuda:0')) | > loss_gen: 2.4652528762817383 (2.530682667337282) | > loss_kl: 1.8975050449371338 (1.8814495416602703) | > loss_feat: 6.875884532928467 (7.243420745387222) | > loss_mel: 18.389286041259766 (18.28572941789724) | > loss_duration: 2.049321174621582 (2.03456862887951) | > loss_1: 31.677249908447266 (31.975850943363064) | > grad_norm_1: tensor(46.5270, device='cuda:0') (tensor(147.2097, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3581 (0.36591201840025006) | > loader_time: 0.0045 (0.0035968188083533087)  --> TIME: 2024-06-11 07:05:19 -- STEP: 124/330 -- GLOBAL_STEP: 208575 | > loss_disc: 2.286068916320801 (2.3192082105144376) | > loss_disc_real_0: 0.1211385726928711 (0.11211686070647932) | > loss_disc_real_1: 0.2036227434873581 (0.1965492703020573) | > loss_disc_real_2: 0.21762768924236298 (0.21200177830553824) | > loss_disc_real_3: 0.24124662578105927 (0.2268012373918487) | > loss_disc_real_4: 0.23168492317199707 (0.22550518654527202) | > loss_disc_real_5: 0.210259810090065 (0.21796472382641607) | > loss_0: 2.286068916320801 (2.3192082105144376) | > grad_norm_0: tensor(8.2120, device='cuda:0') (tensor(11.4067, device='cuda:0')) | > loss_gen: 2.5705182552337646 (2.5275740354291845) | > loss_kl: 1.8235087394714355 (1.8872950759626204) | > loss_feat: 8.091730117797852 (7.246524799254633) | > loss_mel: 18.533403396606445 (18.28566172815139) | > loss_duration: 2.0538313388824463 (2.035637833418386) | > loss_1: 33.072994232177734 (31.98269339530698) | > grad_norm_1: tensor(233.1198, device='cuda:0') (tensor(152.5825, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3725 (0.36834610085333547) | > loader_time: 0.0039 (0.0036647415930225005)  --> TIME: 2024-06-11 07:05:28 -- STEP: 149/330 -- GLOBAL_STEP: 208600 | > loss_disc: 2.2829065322875977 (2.32151597778269) | > loss_disc_real_0: 0.11018411070108414 (0.11284840787017106) | > loss_disc_real_1: 0.22586700320243835 (0.19669792436113298) | > loss_disc_real_2: 0.2254025787115097 (0.2121006167375002) | > loss_disc_real_3: 0.23375800251960754 (0.2270324404207652) | > loss_disc_real_4: 0.2251049131155014 (0.22564706196320938) | > loss_disc_real_5: 0.21550559997558594 (0.2180598931224554) | > loss_0: 2.2829065322875977 (2.32151597778269) | > grad_norm_0: tensor(12.4445, device='cuda:0') (tensor(12.1467, device='cuda:0')) | > loss_gen: 2.569841146469116 (2.5222911210668157) | > loss_kl: 1.8939414024353027 (1.8908304912131906) | > loss_feat: 7.405033111572266 (7.233907257950546) | > loss_mel: 18.85348129272461 (18.258226407454327) | > loss_duration: 2.059920310974121 (2.0375031312840104) | > loss_1: 32.78221893310547 (31.94275839376769) | > grad_norm_1: tensor(124.5620, device='cuda:0') (tensor(162.1546, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3841 (0.3702058888121739) | > loader_time: 0.0051 (0.003791477856220015)  --> TIME: 2024-06-11 07:05:38 -- STEP: 174/330 -- GLOBAL_STEP: 208625 | > loss_disc: 2.292876958847046 (2.3210461619256555) | > loss_disc_real_0: 0.09236270189285278 (0.1127491784335553) | > loss_disc_real_1: 0.14478909969329834 (0.1962430737484461) | > loss_disc_real_2: 0.21763694286346436 (0.21240582103016736) | > loss_disc_real_3: 0.2187565416097641 (0.2271011433210866) | > loss_disc_real_4: 0.21740517020225525 (0.22619847807733492) | > loss_disc_real_5: 0.19984564185142517 (0.2180036362046483) | > loss_0: 2.292876958847046 (2.3210461619256555) | > grad_norm_0: tensor(23.9489, device='cuda:0') (tensor(13.9353, device='cuda:0')) | > loss_gen: 2.450734853744507 (2.524587195495078) | > loss_kl: 2.0279769897460938 (1.8982301005001725) | > loss_feat: 7.404106140136719 (7.25055446569947) | > loss_mel: 18.5753231048584 (18.246366435083846) | > loss_duration: 2.1239423751831055 (2.042047427303491) | > loss_1: 32.58208465576172 (31.961785645320493) | > grad_norm_1: tensor(178.3938, device='cuda:0') (tensor(179.5803, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3908 (0.3728210460180524) | > loader_time: 0.0049 (0.003906484307913944)  --> TIME: 2024-06-11 07:05:48 -- STEP: 199/330 -- GLOBAL_STEP: 208650 | > loss_disc: 2.3185625076293945 (2.3199586413014472) | > loss_disc_real_0: 0.12491755187511444 (0.1132622098728041) | > loss_disc_real_1: 0.17782384157180786 (0.19608577554249887) | > loss_disc_real_2: 0.23953193426132202 (0.2125344167103121) | > loss_disc_real_3: 0.2574591636657715 (0.2272764751360045) | > loss_disc_real_4: 0.22349640727043152 (0.22506364760686404) | > loss_disc_real_5: 0.2264808863401413 (0.21851820794481727) | > loss_0: 2.3185625076293945 (2.3199586413014472) | > grad_norm_0: tensor(6.9017, device='cuda:0') (tensor(16.5086, device='cuda:0')) | > loss_gen: 2.7146570682525635 (2.5349564516364613) | > loss_kl: 1.8162106275558472 (1.8970271648474075) | > loss_feat: 6.881518363952637 (7.279114751959566) | > loss_mel: 18.229965209960938 (18.24949870277289) | > loss_duration: 2.166675567626953 (2.0491945677666203) | > loss_1: 31.80902671813965 (32.00979161861554) | > grad_norm_1: tensor(288.3915, device='cuda:0') (tensor(198.9549, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.3927 (0.37576232603446924) | > loader_time: 0.0047 (0.004026054736956879)  --> TIME: 2024-06-11 07:05:59 -- STEP: 224/330 -- GLOBAL_STEP: 208675 | > loss_disc: 2.3050873279571533 (2.3268068603106906) | > loss_disc_real_0: 0.11584296077489853 (0.11523419292643666) | > loss_disc_real_1: 0.1722259819507599 (0.19694357731246526) | > loss_disc_real_2: 0.2019282430410385 (0.21265267953276637) | > loss_disc_real_3: 0.2608628273010254 (0.22727924385773285) | > loss_disc_real_4: 0.2370121330022812 (0.22551403899810143) | > loss_disc_real_5: 0.23739387094974518 (0.21928306356338517) | > loss_0: 2.3050873279571533 (2.3268068603106906) | > grad_norm_0: tensor(73.6131, device='cuda:0') (tensor(20.4047, device='cuda:0')) | > loss_gen: 2.4121968746185303 (2.5344233874763744) | > loss_kl: 2.0508244037628174 (1.9042201318911143) | > loss_feat: 7.3088059425354 (7.274406822664397) | > loss_mel: 17.07611656188965 (18.206097713538565) | > loss_duration: 2.1601521968841553 (2.055909306343113) | > loss_1: 31.00809669494629 (31.97505732945033) | > grad_norm_1: tensor(367.3250, device='cuda:0') (tensor(220.1471, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.4188 (0.3792047915714128) | > loader_time: 0.0064 (0.0041554101875850135)  --> TIME: 2024-06-11 07:06:10 -- STEP: 249/330 -- GLOBAL_STEP: 208700 | > loss_disc: 2.348731756210327 (2.331391978934108) | > loss_disc_real_0: 0.13632239401340485 (0.11637550873689384) | > loss_disc_real_1: 0.21959511935710907 (0.19726978445866983) | > loss_disc_real_2: 0.22930066287517548 (0.21283235182484472) | > loss_disc_real_3: 0.24133838713169098 (0.22723447965330867) | > loss_disc_real_4: 0.1987016648054123 (0.22582978165772066) | > loss_disc_real_5: 0.21269485354423523 (0.2193462171827454) | > loss_0: 2.348731756210327 (2.331391978934108) | > grad_norm_0: tensor(27.5209, device='cuda:0') (tensor(22.5495, device='cuda:0')) | > loss_gen: 2.443368434906006 (2.5360429315681903) | > loss_kl: 2.0261876583099365 (1.9095303275020248) | > loss_feat: 7.4092020988464355 (7.2654609756776125) | > loss_mel: 17.989484786987305 (18.189920440735094) | > loss_duration: 2.135040283203125 (2.0637320031123947) | > loss_1: 32.00328063964844 (31.964686658008986) | > grad_norm_1: tensor(181.5546, device='cuda:0') (tensor(235.5421, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.4251 (0.38335389497289696) | > loader_time: 0.0053 (0.004306521281659843)  --> TIME: 2024-06-11 07:06:21 -- STEP: 274/330 -- GLOBAL_STEP: 208725 | > loss_disc: 2.4512293338775635 (2.331883718497562) | > loss_disc_real_0: 0.12056455761194229 (0.11682461990709722) | > loss_disc_real_1: 0.1985139399766922 (0.19763535320976355) | > loss_disc_real_2: 0.24997685849666595 (0.21325155053913164) | > loss_disc_real_3: 0.2435724139213562 (0.22708788193272847) | > loss_disc_real_4: 0.21906092762947083 (0.2259689051195653) | > loss_disc_real_5: 0.2578718066215515 (0.2191995901130412) | > loss_0: 2.4512293338775635 (2.331883718497562) | > grad_norm_0: tensor(14.1342, device='cuda:0') (tensor(22.9572, device='cuda:0')) | > loss_gen: 2.4131362438201904 (2.532252207289646) | > loss_kl: 2.02292799949646 (1.9126476310465457) | > loss_feat: 7.542120933532715 (7.2659036138632) | > loss_mel: 16.95022964477539 (18.139849725430885) | > loss_duration: 2.1496901512145996 (2.0715677594616464) | > loss_1: 31.07810401916504 (31.922220912292925) | > grad_norm_1: tensor(330.4724, device='cuda:0') (tensor(240.2614, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.4527 (0.38938965066506037) | > loader_time: 0.0059 (0.004457105685324565)  --> TIME: 2024-06-11 07:06:33 -- STEP: 299/330 -- GLOBAL_STEP: 208750 | > loss_disc: 2.4422402381896973 (2.3370826443700894) | > loss_disc_real_0: 0.19816376268863678 (0.11777832364059213) | > loss_disc_real_1: 0.18627750873565674 (0.19864692441795184) | > loss_disc_real_2: 0.2172863632440567 (0.21367265154486123) | > loss_disc_real_3: 0.22197386622428894 (0.2272741784120483) | > loss_disc_real_4: 0.25964269042015076 (0.2266188182161007) | > loss_disc_real_5: 0.2197798639535904 (0.21966944061792815) | > loss_0: 2.4422402381896973 (2.3370826443700894) | > grad_norm_0: tensor(41.9513, device='cuda:0') (tensor(24.0010, device='cuda:0')) | > loss_gen: 2.3586997985839844 (2.5250907031987415) | > loss_kl: 1.9708147048950195 (1.9145672153868405) | > loss_feat: 6.587020397186279 (7.253481271673604) | > loss_mel: 17.14115333557129 (18.091929362370408) | > loss_duration: 2.2278218269348145 (2.0813957994996897) | > loss_1: 30.28550910949707 (31.866464327809005) | > grad_norm_1: tensor(389.4857, device='cuda:0') (tensor(252.9463, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.4729 (0.395794491305399) | > loader_time: 0.0068 (0.004621359018179086)  --> TIME: 2024-06-11 07:06:47 -- STEP: 324/330 -- GLOBAL_STEP: 208775 | > loss_disc: 2.3734066486358643 (2.341339404936191) | > loss_disc_real_0: 0.13402773439884186 (0.11930019486649537) | > loss_disc_real_1: 0.18517625331878662 (0.19923854260532944) | > loss_disc_real_2: 0.274515837430954 (0.21371104880983452) | > loss_disc_real_3: 0.2475282996892929 (0.22715534292805342) | > loss_disc_real_4: 0.22363072633743286 (0.2263448794406874) | > loss_disc_real_5: 0.2781081795692444 (0.21963336792441063) | > loss_0: 2.3734066486358643 (2.341339404936191) | > grad_norm_0: tensor(44.8313, device='cuda:0') (tensor(25.6844, device='cuda:0')) | > loss_gen: 2.6643242835998535 (2.5237524318106375) | > loss_kl: 2.0433096885681152 (1.9210498642038416) | > loss_feat: 10.021367073059082 (7.312235687985832) | > loss_mel: 18.0479793548584 (18.050710931236356) | > loss_duration: 2.299126148223877 (2.095314745181872) | > loss_1: 35.076107025146484 (31.90306363871068) | > grad_norm_1: tensor(618.9056, device='cuda:0') (tensor(266.3670, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.5805 (0.4077890537403247) | > loader_time: 0.0092 (0.004889859093560112)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.469597339630127 (2.469597339630127) | > loss_disc_real_0: 0.18927720189094543 (0.18927720189094543) | > loss_disc_real_1: 0.22935344278812408 (0.22935344278812408) | > loss_disc_real_2: 0.22226901352405548 (0.22226901352405548) | > loss_disc_real_3: 0.23762580752372742 (0.23762580752372742) | > loss_disc_real_4: 0.23462943732738495 (0.23462943732738495) | > loss_disc_real_5: 0.1791788637638092 (0.1791788637638092) | > loss_0: 2.469597339630127 (2.469597339630127) | > loss_gen: 2.2112276554107666 (2.2112276554107666) | > loss_kl: 2.5529403686523438 (2.5529403686523438) | > loss_feat: 5.566476821899414 (5.566476821899414) | > loss_mel: 14.722254753112793 (14.722254753112793) | > loss_duration: 2.7615935802459717 (2.7615935802459717) | > loss_1: 27.814491271972656 (27.814491271972656)  --> STEP: 1 | > loss_disc: 2.2529096603393555 (2.2529096603393555) | > loss_disc_real_0: 0.10842704027891159 (0.10842704027891159) | > loss_disc_real_1: 0.20124787092208862 (0.20124787092208862) | > loss_disc_real_2: 0.2481362670660019 (0.2481362670660019) | > loss_disc_real_3: 0.25354617834091187 (0.25354617834091187) | > loss_disc_real_4: 0.23482732474803925 (0.23482732474803925) | > loss_disc_real_5: 0.24774707853794098 (0.24774707853794098) | > loss_0: 2.2529096603393555 (2.2529096603393555) | > loss_gen: 2.698336124420166 (2.698336124420166) | > loss_kl: 2.6758694648742676 (2.6758694648742676) | > loss_feat: 5.648407936096191 (5.648407936096191) | > loss_mel: 20.700164794921875 (20.700164794921875) | > loss_duration: 2.372037887573242 (2.372037887573242) | > loss_1: 34.094818115234375 (34.094818115234375)  --> STEP: 2 | > loss_disc: 2.3507580757141113 (2.3018338680267334) | > loss_disc_real_0: 0.15596848726272583 (0.1321977637708187) | > loss_disc_real_1: 0.333710253238678 (0.2674790620803833) | > loss_disc_real_2: 0.22869934141635895 (0.23841780424118042) | > loss_disc_real_3: 0.25183236598968506 (0.25268927216529846) | > loss_disc_real_4: 0.2331436574459076 (0.23398549109697342) | > loss_disc_real_5: 0.2282654196023941 (0.23800624907016754) | > loss_0: 2.3507580757141113 (2.3018338680267334) | > loss_gen: 2.7211544513702393 (2.7097452878952026) | > loss_kl: 2.4185824394226074 (2.5472259521484375) | > loss_feat: 5.917607307434082 (5.783007621765137) | > loss_mel: 18.94811248779297 (19.824138641357422) | > loss_duration: 2.4494972229003906 (2.4107675552368164) | > loss_1: 32.4549560546875 (33.27488708496094)  --> STEP: 3 | > loss_disc: 2.6133594512939453 (2.405675729115804) | > loss_disc_real_0: 0.19047226011753082 (0.1516225958863894) | > loss_disc_real_1: 0.30947983264923096 (0.28147931893666583) | > loss_disc_real_2: 0.18517045676708221 (0.22066868841648102) | > loss_disc_real_3: 0.2784787714481354 (0.2612857719262441) | > loss_disc_real_4: 0.24847067892551422 (0.23881388703982034) | > loss_disc_real_5: 0.20802412927150726 (0.2280122091372808) | > loss_0: 2.6133594512939453 (2.405675729115804) | > loss_gen: 2.3642239570617676 (2.594571510950724) | > loss_kl: 3.135221242904663 (2.7432243824005127) | > loss_feat: 5.220512390136719 (5.595509211222331) | > loss_mel: 17.07908058166504 (18.90911928812663) | > loss_duration: 2.329277992248535 (2.383604367574056) | > loss_1: 30.128314971923828 (32.22602971394857)  --> STEP: 4 | > loss_disc: 2.3630526065826416 (2.3950199484825134) | > loss_disc_real_0: 0.178052619099617 (0.1582301016896963) | > loss_disc_real_1: 0.20647530257701874 (0.2627283148467541) | > loss_disc_real_2: 0.17113161087036133 (0.2082844190299511) | > loss_disc_real_3: 0.2522971034049988 (0.25903860479593277) | > loss_disc_real_4: 0.21107429265975952 (0.23187898844480515) | > loss_disc_real_5: 0.16493670642375946 (0.21224333345890045) | > loss_0: 2.3630526065826416 (2.3950199484825134) | > loss_gen: 2.5157222747802734 (2.5748592019081116) | > loss_kl: 3.0433146953582764 (2.8182469606399536) | > loss_feat: 8.344258308410645 (6.282696485519409) | > loss_mel: 18.41206932067871 (18.78485679626465) | > loss_duration: 2.23850154876709 (2.3473286628723145) | > loss_1: 34.55386734008789 (32.8079891204834)  --> STEP: 5 | > loss_disc: 2.495882034301758 (2.4151923656463623) | > loss_disc_real_0: 0.23248928785324097 (0.17308193892240525) | > loss_disc_real_1: 0.30278506875038147 (0.27073966562747953) | > loss_disc_real_2: 0.25045087933540344 (0.21671771109104157) | > loss_disc_real_3: 0.25568729639053345 (0.2583683431148529) | > loss_disc_real_4: 0.24842944741249084 (0.23518908023834229) | > loss_disc_real_5: 0.23840928077697754 (0.21747652292251587) | > loss_0: 2.495882034301758 (2.4151923656463623) | > loss_gen: 2.7787697315216064 (2.6156413078308107) | > loss_kl: 2.755561590194702 (2.805709886550903) | > loss_feat: 4.996787071228027 (6.025514602661133) | > loss_mel: 18.85457420349121 (18.79880027770996) | > loss_duration: 2.3877854347229004 (2.3554200172424316) | > loss_1: 31.77347755432129 (32.60108680725098)  --> STEP: 6 | > loss_disc: 2.31463885307312 (2.3984334468841553) | > loss_disc_real_0: 0.15047308802604675 (0.1693137971063455) | > loss_disc_real_1: 0.1673082560300827 (0.25350109736124676) | > loss_disc_real_2: 0.18412861227989197 (0.21128619462251663) | > loss_disc_real_3: 0.2615165412425995 (0.25889304280281067) | > loss_disc_real_4: 0.344095379114151 (0.25334013005097705) | > loss_disc_real_5: 0.24295485019683838 (0.2217229108015696) | > loss_0: 2.31463885307312 (2.3984334468841553) | > loss_gen: 2.510347366333008 (2.5980923175811768) | > loss_kl: 2.4270505905151367 (2.7426000038782754) | > loss_feat: 5.693019866943359 (5.970098813374837) | > loss_mel: 20.06283950805664 (19.009473482767742) | > loss_duration: 2.200671672821045 (2.3296286265055337) | > loss_1: 32.89392852783203 (32.64989376068115)  --> STEP: 7 | > loss_disc: 2.4070467948913574 (2.3996639251708984) | > loss_disc_real_0: 0.1811724156141281 (0.17100788546460016) | > loss_disc_real_1: 0.36895641684532166 (0.2699947144304003) | > loss_disc_real_2: 0.23273605108261108 (0.21435045983110154) | > loss_disc_real_3: 0.22964903712272644 (0.2547153277056558) | > loss_disc_real_4: 0.20256048440933228 (0.24608589495931352) | > loss_disc_real_5: 0.2179257720708847 (0.22118046241147177) | > loss_0: 2.4070467948913574 (2.3996639251708984) | > loss_gen: 2.757951021194458 (2.620929275240217) | > loss_kl: 3.734018325805664 (2.8842311927250455) | > loss_feat: 7.33736515045166 (6.165422575814383) | > loss_mel: 17.614585876464844 (18.81020382472447) | > loss_duration: 2.5847785472869873 (2.3660786151885986) | > loss_1: 34.02870178222656 (32.84686633518764)  --> STEP: 8 | > loss_disc: 2.5453319549560547 (2.417872428894043) | > loss_disc_real_0: 0.24006494879722595 (0.17964001838117838) | > loss_disc_real_1: 0.30039697885513306 (0.2737949974834919) | > loss_disc_real_2: 0.19532643258571625 (0.2119724564254284) | > loss_disc_real_3: 0.24575163424015045 (0.2535948660224676) | > loss_disc_real_4: 0.20575028657913208 (0.24104394391179085) | > loss_disc_real_5: 0.15426446497440338 (0.21281596273183823) | > loss_0: 2.5453319549560547 (2.417872428894043) | > loss_gen: 2.3605847358703613 (2.588386207818985) | > loss_kl: 3.0105929374694824 (2.9000264108181) | > loss_feat: 6.341972351074219 (6.187491297721863) | > loss_mel: 18.08390998840332 (18.719417095184326) | > loss_duration: 2.1688899993896484 (2.34143003821373) | > loss_1: 31.96595001220703 (32.73675179481506)  --> STEP: 9 | > loss_disc: 2.256141424179077 (2.3999023172590466) | > loss_disc_real_0: 0.1833392232656479 (0.18005104114611944) | > loss_disc_real_1: 0.19050201773643494 (0.2645402219560411) | > loss_disc_real_2: 0.17203404009342194 (0.20753485461076102) | > loss_disc_real_3: 0.27249181270599365 (0.25569452676508164) | > loss_disc_real_4: 0.22593043744564056 (0.23936466541555193) | > loss_disc_real_5: 0.23451672494411469 (0.2152271585332023) | > loss_0: 2.256141424179077 (2.3999023172590466) | > loss_gen: 2.6634879112243652 (2.596730841530694) | > loss_kl: 2.656104803085327 (2.872924009958903) | > loss_feat: 8.353531837463379 (6.428162468804254) | > loss_mel: 19.10639762878418 (18.762414932250977) | > loss_duration: 2.1314537525177 (2.31809933980306) | > loss_1: 34.91097640991211 (32.97833230760362)  --> STEP: 10 | > loss_disc: 2.316711902618408 (2.391583275794983) | > loss_disc_real_0: 0.25539588928222656 (0.18758552595973016) | > loss_disc_real_1: 0.24617566168308258 (0.2627037659287453) | > loss_disc_real_2: 0.19102135300636292 (0.2058835044503212) | > loss_disc_real_3: 0.22479528188705444 (0.2526046022772789) | > loss_disc_real_4: 0.18879060447216034 (0.23430725932121277) | > loss_disc_real_5: 0.17790810763835907 (0.21149525344371795) | > loss_0: 2.316711902618408 (2.391583275794983) | > loss_gen: 2.5463449954986572 (2.59169225692749) | > loss_kl: 2.1715452671051025 (2.802786135673523) | > loss_feat: 6.326988220214844 (6.4180450439453125) | > loss_mel: 16.564231872558594 (18.54259662628174) | > loss_duration: 2.277825355529785 (2.3140719413757322) | > loss_1: 29.88693618774414 (32.669192695617674)  --> STEP: 11 | > loss_disc: 2.381772041320801 (2.3906913453882392) | > loss_disc_real_0: 0.1529606133699417 (0.18443780663338574) | > loss_disc_real_1: 0.29967907071113586 (0.26606515727259894) | > loss_disc_real_2: 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loss_disc_real_5: 0.2133517861366272 (0.21733822176853815) | > loss_0: 2.4172921180725098 (2.3929080764452615) | > loss_gen: 2.4735724925994873 (2.6153143644332886) | > loss_kl: 2.5079503059387207 (2.7872462272644043) | > loss_feat: 6.688279628753662 (6.419648090998332) | > loss_mel: 18.409616470336914 (18.40755573908488) | > loss_duration: 2.248603343963623 (2.3220989306767783) | > loss_1: 32.32802200317383 (32.55186382929484)  --> STEP: 13 | > loss_disc: 2.6960034370422363 (2.4162231041834903) | > loss_disc_real_0: 0.21209239959716797 (0.1900495273562578) | > loss_disc_real_1: 0.34487804770469666 (0.2739148288965225) | > loss_disc_real_2: 0.2544304430484772 (0.2108644820176638) | > loss_disc_real_3: 0.30756670236587524 (0.2564802456360597) | > loss_disc_real_4: 0.26983654499053955 (0.2378973261668132) | > loss_disc_real_5: 0.29980573058128357 (0.2236818762925955) | > loss_0: 2.6960034370422363 (2.4162231041834903) | > loss_gen: 2.551588296890259 (2.610412359237671) | > loss_kl: 2.5891811847686768 (2.772010454764733) | > loss_feat: 6.103553295135498 (6.395333106701191) | > loss_mel: 16.98514175415039 (18.298139278705303) | > loss_duration: 2.166611433029175 (2.3101383539346547) | > loss_1: 30.396074295043945 (32.386033865121696)  --> STEP: 14 | > loss_disc: 2.3976454734802246 (2.4148961305618286) | > loss_disc_real_0: 0.1598910540342331 (0.1878953506903989) | > loss_disc_real_1: 0.2466578483581543 (0.2719679017152105) | > loss_disc_real_2: 0.19654831290245056 (0.2098418985094343) | > loss_disc_real_3: 0.20591776072978973 (0.2528686395713261) | > loss_disc_real_4: 0.21037745475769043 (0.23593162106616156) | > loss_disc_real_5: 0.2468102127313614 (0.2253339003239359) | > loss_0: 2.3976454734802246 (2.4148961305618286) | > loss_gen: 2.4722938537597656 (2.600546751703535) | > loss_kl: 3.236938953399658 (2.8052196332386563) | > loss_feat: 7.115293979644775 (6.446758883340018) | > loss_mel: 19.494112014770508 (18.38356590270996) | > loss_duration: 2.3529295921325684 (2.3131948709487915) | > loss_1: 34.671566009521484 (32.54928616115025)  --> STEP: 15 | > loss_disc: 2.5785446166992188 (2.4258060296376547) | > loss_disc_real_0: 0.09743979573249817 (0.18186498035987217) | > loss_disc_real_1: 0.3260742723941803 (0.2755749930938085) | > loss_disc_real_2: 0.23291637003421783 (0.21138019661108653) | > loss_disc_real_3: 0.32508108019828796 (0.25768280227979024) | > loss_disc_real_4: 0.21593886613845825 (0.234598770737648) | > loss_disc_real_5: 0.2023293823003769 (0.22380026578903198) | > loss_0: 2.5785446166992188 (2.4258060296376547) | > loss_gen: 2.4545483589172363 (2.5908135255177815) | > loss_kl: 3.300039529800415 (2.8382076263427733) | > loss_feat: 7.130573272705078 (6.492346509297689) | > loss_mel: 18.116455078125 (18.3657585144043) | > loss_duration: 2.317110538482666 (2.31345591545105) | > loss_1: 33.3187255859375 (32.600582122802734)  --> STEP: 16 | > loss_disc: 2.4401934146881104 (2.426705241203308) | > loss_disc_real_0: 0.18759945034980774 (0.18222338473424315) | > loss_disc_real_1: 0.31430870294570923 (0.2779958499595523) | > loss_disc_real_2: 0.28555822372436523 (0.21601632330566645) | > loss_disc_real_3: 0.29243898391723633 (0.2598550636321306) | > loss_disc_real_4: 0.20617271959781647 (0.23282214254140854) | > loss_disc_real_5: 0.24990512430667877 (0.2254318194463849) | > loss_0: 2.4401934146881104 (2.426705241203308) | > loss_gen: 3.3556108474731445 (2.6386133581399918) | > loss_kl: 2.850371837615967 (2.838967889547348) | > loss_feat: 9.955316543579102 (6.708782136440277) | > loss_mel: 18.36286735534668 (18.365577816963196) | > loss_duration: 2.362839698791504 (2.316542401909828) | > loss_1: 36.88700485229492 (32.868483543395996)  --> STEP: 17 | > loss_disc: 2.5301692485809326 (2.432791359284345) | > loss_disc_real_0: 0.2090407907962799 (0.18380087920848062) | > loss_disc_real_1: 0.23024727404117584 (0.2751871101996478) | > loss_disc_real_2: 0.2276315838098526 (0.21669957392355976) | > loss_disc_real_3: 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(6.831573185167815) | > loss_mel: 18.02468490600586 (18.407120152523643) | > loss_duration: 2.3228867053985596 (2.318769091054013) | > loss_1: 33.52128601074219 (32.9948326913934)  --> STEP: 20 | > loss_disc: 2.3642609119415283 (2.4339871287345884) | > loss_disc_real_0: 0.24373716115951538 (0.18621408753097057) | > loss_disc_real_1: 0.23699311912059784 (0.27737007662653923) | > loss_disc_real_2: 0.1555623710155487 (0.2111007034778595) | > loss_disc_real_3: 0.2825980484485626 (0.2712590903043747) | > loss_disc_real_4: 0.23485016822814941 (0.24286272823810579) | > loss_disc_real_5: 0.1724323183298111 (0.23157665729522706) | > loss_0: 2.3642609119415283 (2.4339871287345884) | > loss_gen: 2.4150989055633545 (2.6478835582733153) | > loss_kl: 2.0515172481536865 (2.740949034690857) | > loss_feat: 5.553904056549072 (6.767689728736878) | > loss_mel: 18.698396682739258 (18.421683979034423) | > loss_duration: 2.2754218578338623 (2.3166017293930055) | > loss_1: 30.99433708190918 (32.89480791091919)  --> STEP: 21 | > loss_disc: 2.5391135215759277 (2.438993147441319) | > loss_disc_real_0: 0.1349060833454132 (0.18377084923642023) | > loss_disc_real_1: 0.3210909962654114 (0.2794520251807712) | > loss_disc_real_2: 0.1677873730659485 (0.20903816393443517) | > loss_disc_real_3: 0.23247820138931274 (0.2694123813084194) | > loss_disc_real_4: 0.22125855088233948 (0.24183395788783119) | > loss_disc_real_5: 0.21161557734012604 (0.23062612967831747) | > loss_0: 2.5391135215759277 (2.438993147441319) | > loss_gen: 2.24837064743042 (2.628859133947463) | > loss_kl: 2.8019864559173584 (2.7438555785587857) | > loss_feat: 4.378793239593506 (6.653932753063383) | > loss_mel: 16.466487884521484 (18.328579403105238) | > loss_duration: 2.1594398021698 (2.3091178280966624) | > loss_1: 28.055076599121094 (32.66434451511928)  --> STEP: 22 | > loss_disc: 2.33825421333313 (2.434414104981856) | > loss_disc_real_0: 0.12215439975261688 (0.18097010153261098) | > loss_disc_real_1: 0.3261766731739044 (0.2815758728168227) | > loss_disc_real_2: 0.1706174910068512 (0.20729176971045407) | > loss_disc_real_3: 0.19567225873470306 (0.26606055755506863) | > loss_disc_real_4: 0.18906040489673615 (0.2394351600245996) | > loss_disc_real_5: 0.21660345792770386 (0.22998873550783505) | > loss_0: 2.33825421333313 (2.434414104981856) | > loss_gen: 2.42452335357666 (2.6195711439306084) | > loss_kl: 2.0608556270599365 (2.7128101262179287) | > loss_feat: 7.659134864807129 (6.6996237581426445) | > loss_mel: 19.40222930908203 (18.377381671558727) | > loss_duration: 2.1719143390655518 (2.3028813058679756) | > loss_1: 33.71865463256836 (32.71226770227606)  --> STEP: 23 | > loss_disc: 2.428373336791992 (2.4341514628866445) | > loss_disc_real_0: 0.14326998591423035 (0.17933096607094226) | > loss_disc_real_1: 0.2560339570045471 (0.28046535473802814) | > loss_disc_real_2: 0.2739262878894806 (0.21018892267475958) | > loss_disc_real_3: 0.24049200117588043 (0.2649488811907561) | > loss_disc_real_4: 0.24333594739437103 (0.23960475947545923) | > loss_disc_real_5: 0.2221706509590149 (0.22964881878832114) | > loss_0: 2.428373336791992 (2.4341514628866445) | > loss_gen: 2.4111156463623047 (2.6105078614276387) | > loss_kl: 2.3871004581451416 (2.6986488363017207) | > loss_feat: 7.7686967849731445 (6.746105194091797) | > loss_mel: 17.23756980895996 (18.327824634054434) | > loss_duration: 2.3204476833343506 (2.3036450614099917) | > loss_1: 32.12493133544922 (32.68673133850098)  --> STEP: 24 | > loss_disc: 2.4616143703460693 (2.435295750697454) | > loss_disc_real_0: 0.19280719757080078 (0.1798924757167697) | > loss_disc_real_1: 0.2613059878349304 (0.2796670477837324) | > loss_disc_real_2: 0.1297823041677475 (0.20683864690363407) | > loss_disc_real_3: 0.21817922592163086 (0.26300014555454254) | > loss_disc_real_4: 0.26373091340065 (0.24061001588900885) | > loss_disc_real_5: 0.2122332751750946 (0.22892317113777003) | > loss_0: 2.4616143703460693 (2.435295750697454) | > loss_gen: 2.4652435779571533 (2.604455182949702) | > loss_kl: 2.475311756134033 (2.689343124628067) | > loss_feat: 6.8260064125061035 (6.749434411525726) | > loss_mel: 18.156869888305664 (18.320701519648235) | > loss_duration: 2.3886170387268066 (2.307185560464859) | > loss_1: 32.312049865722656 (32.671119610468544)  --> STEP: 25 | > loss_disc: 2.6591687202453613 (2.44425066947937) | > loss_disc_real_0: 0.14826509356498718 (0.1786273804306984) | > loss_disc_real_1: 0.37095755338668823 (0.28331866800785066) | > loss_disc_real_2: 0.2901458442211151 (0.2101709347963333) | > loss_disc_real_3: 0.2688579559326172 (0.26323445796966555) | > loss_disc_real_4: 0.22358271479606628 (0.23992892384529113) | > loss_disc_real_5: 0.2695762813091278 (0.23054929554462433) | > loss_0: 2.6591687202453613 (2.44425066947937) | > loss_gen: 2.585171699523926 (2.603683843612671) | > loss_kl: 2.6020500659942627 (2.6858514022827147) | > loss_feat: 6.143579483032227 (6.725200214385986) | > loss_mel: 14.490788459777832 (18.167504997253417) | > loss_duration: 2.340787172317505 (2.3085296249389646) | > loss_1: 28.162378311157227 (32.490769958496095)  --> STEP: 26 | > loss_disc: 2.4785380363464355 (2.4455694143588724) | > loss_disc_real_0: 0.09809857606887817 (0.17553011872447455) | > loss_disc_real_1: 0.15176236629486084 (0.2782588102496587) | > loss_disc_real_2: 0.1637328714132309 (0.20838485543544477) | > loss_disc_real_3: 0.3483848571777344 (0.2665094733238221) | > loss_disc_real_4: 0.23387150466442108 (0.23969594618448845) | > loss_disc_real_5: 0.2846851050853729 (0.23263144206542236) | > loss_0: 2.4785380363464355 (2.4455694143588724) | > loss_gen: 2.1387264728546143 (2.5858008678142843) | > loss_kl: 2.4624581336975098 (2.6772593534909763) | > loss_feat: 9.089707374572754 (6.816142797470093) | > loss_mel: 20.392562866210938 (18.253084146059475) | > loss_duration: 2.274466037750244 (2.3072194869701677) | > loss_1: 36.3579216003418 (32.639506560105545) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023859555904681864 (-0.0001474802310650167) | > avg_loss_disc: 2.4455694143588724 (+0.0553587766794057) | > avg_loss_disc_real_0: 0.17553011872447455 (+0.05368621647357942) | > avg_loss_disc_real_1: 0.2782588102496587 (+0.005259538499208571) | > avg_loss_disc_real_2: 0.20838485543544477 (-0.04218898140467131) | > avg_loss_disc_real_3: 0.2665094733238221 (+0.0048457321066123216) | > avg_loss_disc_real_4: 0.23969594618448845 (-0.020221737714914118) | > avg_loss_disc_real_5: 0.23263144206542236 (-0.05199844562090361) | > avg_loss_0: 2.4455694143588724 (+0.0553587766794057) | > avg_loss_gen: 2.5858008678142843 (-0.086861252784729) | > avg_loss_kl: 2.6772593534909763 (+0.09847261355473469) | > avg_loss_feat: 6.816142797470093 (+0.08067849966195872) | > avg_loss_mel: 18.253084146059475 (+0.2717854426457329) | > avg_loss_duration: 2.3072194869701677 (+0.000474572181700772) | > avg_loss_1: 32.639506560105545 (+0.36454949012169635)  > EPOCH: 366/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:07:09)   --> TIME: 2024-06-11 07:07:17 -- STEP: 19/330 -- GLOBAL_STEP: 208800 | > loss_disc: 2.261291980743408 (2.3400964987905404) | > loss_disc_real_0: 0.09097692370414734 (0.10556311866170481) | > loss_disc_real_1: 0.1834561973810196 (0.2065193159015555) | > loss_disc_real_2: 0.23030613362789154 (0.21896200431020638) | > loss_disc_real_3: 0.2241712063550949 (0.23262723260804227) | > loss_disc_real_4: 0.1989668607711792 (0.23085746796507584) | > loss_disc_real_5: 0.22274404764175415 (0.22164453252365715) | > loss_0: 2.261291980743408 (2.3400964987905404) | > grad_norm_0: tensor(4.3535, device='cuda:0') (tensor(8.6824, device='cuda:0')) | > loss_gen: 2.3100154399871826 (2.482322203485589) | > loss_kl: 1.8613377809524536 (1.8685505013716848) | > loss_feat: 7.879295349121094 (7.025008076115658) | > loss_mel: 17.662302017211914 (18.405236796328897) | > loss_duration: 2.0316879749298096 (2.123736306240684) | > loss_1: 31.744638442993164 (31.90485362002724) | > grad_norm_1: tensor(112.0164, device='cuda:0') (tensor(107.8602, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3572 (0.35405462666561727) | > loader_time: 0.0032 (0.0031580548537404915)  --> TIME: 2024-06-11 07:07:26 -- STEP: 44/330 -- GLOBAL_STEP: 208825 | > loss_disc: 2.4288644790649414 (2.3204513354734937) | > loss_disc_real_0: 0.1373896300792694 (0.10743806714361365) | > loss_disc_real_1: 0.2332277148962021 (0.20052699304439806) | > loss_disc_real_2: 0.21179035305976868 (0.2123136195269498) | > loss_disc_real_3: 0.2465035617351532 (0.22757621922276236) | > loss_disc_real_4: 0.22636450827121735 (0.2268898165361448) | > loss_disc_real_5: 0.2191217541694641 (0.2179852260107344) | > loss_0: 2.4288644790649414 (2.3204513354734937) | > grad_norm_0: tensor(7.4675, device='cuda:0') (tensor(8.6496, device='cuda:0')) | > loss_gen: 2.447279214859009 (2.507220029830932) | > loss_kl: 1.7333195209503174 (1.8703845793550664) | > loss_feat: 7.247365951538086 (7.125216299837286) | > loss_mel: 18.16372299194336 (18.288038340481844) | > loss_duration: 1.9516518115997314 (2.060970355163921) | > loss_1: 31.5433406829834 (31.851829398762096) | > grad_norm_1: tensor(43.2940, device='cuda:0') (tensor(98.9231, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3793 (0.3558958768844604) | > loader_time: 0.0035 (0.0032810297879305754)  --> TIME: 2024-06-11 07:07:35 -- STEP: 69/330 -- GLOBAL_STEP: 208850 | > loss_disc: 2.313504695892334 (2.3280547390813413) | > loss_disc_real_0: 0.09821347147226334 (0.10949069455913875) | > loss_disc_real_1: 0.18079926073551178 (0.19892000590545544) | > loss_disc_real_2: 0.2350427657365799 (0.21292489054410355) | > loss_disc_real_3: 0.21732673048973083 (0.22905919625275378) | > loss_disc_real_4: 0.2557929456233978 (0.22569156103376029) | > loss_disc_real_5: 0.20747235417366028 (0.21800352373848791) | > loss_0: 2.313504695892334 (2.3280547390813413) | > grad_norm_0: tensor(10.3179, device='cuda:0') (tensor(9.9978, device='cuda:0')) | > loss_gen: 2.525269031524658 (2.5031099768652427) | > loss_kl: 2.016251802444458 (1.8833511722260627) | > loss_feat: 7.6391143798828125 (7.191656416740971) | > loss_mel: 18.27752685546875 (18.306782874508183) | > loss_duration: 1.974623441696167 (2.0406618809354486) | > loss_1: 32.43278503417969 (31.925562043120895) | > grad_norm_1: tensor(113.3473, device='cuda:0') (tensor(105.0546, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3744 (0.3591735535773678) | > loader_time: 0.0035 (0.003419509832409845)  --> TIME: 2024-06-11 07:07:45 -- STEP: 94/330 -- GLOBAL_STEP: 208875 | > loss_disc: 2.4363865852355957 (2.325802059883767) | > loss_disc_real_0: 0.08444906771183014 (0.10962910672768633) | > loss_disc_real_1: 0.17712116241455078 (0.19864660501480103) | > loss_disc_real_2: 0.22573739290237427 (0.21208276932543896) | > loss_disc_real_3: 0.22970251739025116 (0.22805005137590653) | > loss_disc_real_4: 0.26417258381843567 (0.22723392095971615) | > loss_disc_real_5: 0.2060968577861786 (0.2173111323029437) | > loss_0: 2.4363865852355957 (2.325802059883767) | > grad_norm_0: tensor(26.8716, device='cuda:0') (tensor(12.7497, device='cuda:0')) | > loss_gen: 2.525764226913452 (2.5192079467976343) | > loss_kl: 1.97615385055542 (1.8845133654614712) | > loss_feat: 7.702314853668213 (7.243923689456696) | > loss_mel: 19.40207862854004 (18.28375907654458) | > loss_duration: 2.05265474319458 (2.0337487357728037) | > loss_1: 33.658966064453125 (31.96515255786003) | > grad_norm_1: tensor(345.2502, device='cuda:0') (tensor(153.1222, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3576 (0.3614477933721339) | > loader_time: 0.0037 (0.0035279025422765855)  --> TIME: 2024-06-11 07:07:54 -- STEP: 119/330 -- GLOBAL_STEP: 208900 | > loss_disc: 2.4622421264648438 (2.3273627878237173) | > loss_disc_real_0: 0.12166789919137955 (0.11017495337404123) | > loss_disc_real_1: 0.2523273527622223 (0.1991354570168407) | > loss_disc_real_2: 0.25858667492866516 (0.21293795572108581) | > loss_disc_real_3: 0.2850269675254822 (0.2281643075852835) | > loss_disc_real_4: 0.2559214234352112 (0.22733163745964274) | > loss_disc_real_5: 0.23557530343532562 (0.2166238175470288) | > loss_0: 2.4622421264648438 (2.3273627878237173) | > grad_norm_0: tensor(15.7733, device='cuda:0') (tensor(14.7282, device='cuda:0')) | > loss_gen: 2.6287851333618164 (2.5271764863438957) | > loss_kl: 2.132770538330078 (1.8814613899263013) | > loss_feat: 6.989618301391602 (7.263280439777534) | > loss_mel: 17.966415405273438 (18.266301002823003) | > loss_duration: 2.0228731632232666 (2.0335308553791855) | > loss_1: 31.740463256835938 (31.971749922808478) | > grad_norm_1: tensor(113.3825, device='cuda:0') (tensor(171.4534, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3567 (0.3619084398285681) | > loader_time: 0.0039 (0.003624058571182379)  --> TIME: 2024-06-11 07:08:03 -- STEP: 144/330 -- GLOBAL_STEP: 208925 | > loss_disc: 2.312880039215088 (2.3276194317473307) | > loss_disc_real_0: 0.14707624912261963 (0.11118177753976649) | > loss_disc_real_1: 0.19820483028888702 (0.1986536859638161) | > loss_disc_real_2: 0.2535477876663208 (0.21315002896719507) | > loss_disc_real_3: 0.22591902315616608 (0.22846570186730888) | > loss_disc_real_4: 0.21864326298236847 (0.22675897274166346) | > loss_disc_real_5: 0.20260678231716156 (0.21667106459952057) | > loss_0: 2.312880039215088 (2.3276194317473307) | > grad_norm_0: tensor(35.9946, device='cuda:0') (tensor(16.3562, device='cuda:0')) | > loss_gen: 2.5962295532226562 (2.528743050164646) | > loss_kl: 1.728713870048523 (1.882951067553626) | > loss_feat: 7.774535655975342 (7.255440731843312) | > loss_mel: 18.251930236816406 (18.29443387190501) | > loss_duration: 2.0036568641662598 (2.036893785827691) | > loss_1: 32.35506820678711 (31.998462412092422) | > grad_norm_1: tensor(387.2729, device='cuda:0') (tensor(190.5103, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3852 (0.3629726850324207) | > loader_time: 0.0043 (0.003725750578774346)  --> TIME: 2024-06-11 07:08:13 -- STEP: 169/330 -- GLOBAL_STEP: 208950 | > loss_disc: 2.2119433879852295 (2.3294605503420858) | > loss_disc_real_0: 0.09204021096229553 (0.11051643459049203) | > loss_disc_real_1: 0.17570891976356506 (0.1992991720959985) | > loss_disc_real_2: 0.21813523769378662 (0.21361990431709402) | > loss_disc_real_3: 0.2210908830165863 (0.2289490586025475) | > loss_disc_real_4: 0.23217642307281494 (0.2262454632471299) | > loss_disc_real_5: 0.210576593875885 (0.21739476778098107) | > loss_0: 2.2119433879852295 (2.3294605503420858) | > grad_norm_0: tensor(19.4411, device='cuda:0') (tensor(18.3997, device='cuda:0')) | > loss_gen: 2.8384461402893066 (2.540930467244435) | > loss_kl: 1.7426769733428955 (1.880283161027897) | > loss_feat: 7.25828218460083 (7.273610580602341) | > loss_mel: 17.06558609008789 (18.30068285789715) | > loss_duration: 2.0878994464874268 (2.040864229907652) | > loss_1: 30.992891311645508 (32.03637124236519) | > grad_norm_1: tensor(436.7191, device='cuda:0') (tensor(207.7337, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3748 (0.36644786772643306) | > loader_time: 0.0042 (0.0038246925060565653)  --> TIME: 2024-06-11 07:08:23 -- STEP: 194/330 -- GLOBAL_STEP: 208975 | > loss_disc: 2.409548282623291 (2.330884113754195) | > loss_disc_real_0: 0.17301881313323975 (0.1107240651071686) | > loss_disc_real_1: 0.19528625905513763 (0.1993457253292664) | > loss_disc_real_2: 0.2187880426645279 (0.2142799308465928) | > loss_disc_real_3: 0.24530689418315887 (0.22866100510678342) | > loss_disc_real_4: 0.24948139488697052 (0.22659683227539062) | > loss_disc_real_5: 0.2138909548521042 (0.21724786939694707) | > loss_0: 2.409548282623291 (2.330884113754195) | > grad_norm_0: tensor(40.0527, device='cuda:0') (tensor(21.6672, device='cuda:0')) | > loss_gen: 2.7283854484558105 (2.548599149762969) | > loss_kl: 1.9617935419082642 (1.8805663081788526) | > loss_feat: 7.888692378997803 (7.273865581787739) | > loss_mel: 18.144460678100586 (18.27206396319202) | > loss_duration: 2.0557029247283936 (2.0472340135230254) | > loss_1: 32.77903366088867 (32.022328956839964) | > grad_norm_1: tensor(330.5656, device='cuda:0') (tensor(230.6344, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.3838 (0.3688300049182065) | > loader_time: 0.0045 (0.0039267085262180606)  --> TIME: 2024-06-11 07:08:33 -- STEP: 219/330 -- GLOBAL_STEP: 209000 | > loss_disc: 2.329551935195923 (2.331931592122605) | > loss_disc_real_0: 0.12170762568712234 (0.11227497609851023) | > loss_disc_real_1: 0.17996001243591309 (0.19959886426522852) | > loss_disc_real_2: 0.20361904799938202 (0.2135502539541079) | > loss_disc_real_3: 0.22120794653892517 (0.22851466193591077) | > loss_disc_real_4: 0.21280060708522797 (0.22649513770184015) | > loss_disc_real_5: 0.205769345164299 (0.21728828290826105) | > loss_0: 2.329551935195923 (2.331931592122605) | > grad_norm_0: tensor(15.2874, device='cuda:0') (tensor(22.9670, device='cuda:0')) | > loss_gen: 2.4621188640594482 (2.5433267665235957) | > loss_kl: 1.9143770933151245 (1.8825031965290575) | > loss_feat: 7.816838264465332 (7.267548284574186) | > loss_mel: 18.34001922607422 (18.22565136217091) | > loss_duration: 2.112494468688965 (2.054161395656466) | > loss_1: 32.64584732055664 (31.973190934690713) | > grad_norm_1: tensor(249.4949, device='cuda:0') (tensor(246.1282, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.4104 (0.372545367506541) | > loader_time: 0.0057 (0.0040627070213561725) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_209000.pth  --> TIME: 2024-06-11 07:08:49 -- STEP: 244/330 -- GLOBAL_STEP: 209025 | > loss_disc: 2.367046594619751 (2.3354338055751365) | > loss_disc_real_0: 0.13022060692310333 (0.1129007923462596) | > loss_disc_real_1: 0.22102147340774536 (0.19947168658502767) | > loss_disc_real_2: 0.22807088494300842 (0.21360879147150477) | > loss_disc_real_3: 0.18667864799499512 (0.2285933373037909) | > loss_disc_real_4: 0.21303845942020416 (0.22737892723230066) | > loss_disc_real_5: 0.1876072883605957 (0.21813544417258166) | > loss_0: 2.367046594619751 (2.3354338055751365) | > grad_norm_0: tensor(66.9708, device='cuda:0') (tensor(23.7498, device='cuda:0')) | > loss_gen: 2.3885269165039062 (2.538485222175473) | > loss_kl: 1.9350262880325317 (1.8829425128756976) | > loss_feat: 6.539129734039307 (7.2504045357469655) | > loss_mel: 17.72989845275879 (18.202334302370666) | > loss_duration: 2.0670316219329834 (2.0619200033242606) | > loss_1: 30.65961456298828 (31.93608649832304) | > grad_norm_1: tensor(93.9361, device='cuda:0') (tensor(258.6329, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.4392 (0.3782118060549751) | > loader_time: 0.0057 (0.004256305147389895)  --> TIME: 2024-06-11 07:09:00 -- STEP: 269/330 -- GLOBAL_STEP: 209050 | > loss_disc: 2.541673183441162 (2.337359030450587) | > loss_disc_real_0: 0.18905296921730042 (0.11375275322108021) | > loss_disc_real_1: 0.19704051315784454 (0.19978956146975876) | > loss_disc_real_2: 0.24657019972801208 (0.21428532156137728) | > loss_disc_real_3: 0.24677681922912598 (0.2285650836158419) | > loss_disc_real_4: 0.2571830451488495 (0.22702624330290183) | > loss_disc_real_5: 0.2574332654476166 (0.21773271462066462) | > loss_0: 2.541673183441162 (2.337359030450587) | > grad_norm_0: tensor(36.9764, device='cuda:0') (tensor(25.7593, device='cuda:0')) | > loss_gen: 2.513230085372925 (2.5392269831164613) | > loss_kl: 1.8864647150039673 (1.8901720725027602) | > loss_feat: 5.99827766418457 (7.2679037019665795) | > loss_mel: 16.43043327331543 (18.175127922823883) | > loss_duration: 2.1570839881896973 (2.0694586933767063) | > loss_1: 28.985488891601562 (31.941889277178117) | > grad_norm_1: tensor(368.3286, device='cuda:0') (tensor(273.8799, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.436 (0.3828848968208057) | > loader_time: 0.0064 (0.004417930837014349)  --> TIME: 2024-06-11 07:09:12 -- STEP: 294/330 -- GLOBAL_STEP: 209075 | > loss_disc: 2.2967119216918945 (2.3357189788299353) | > loss_disc_real_0: 0.07870317995548248 (0.11388214317714276) | > loss_disc_real_1: 0.24086137115955353 (0.20046425590507025) | > loss_disc_real_2: 0.23188823461532593 (0.21395120425086445) | > loss_disc_real_3: 0.2388102263212204 (0.22833272475166386) | > loss_disc_real_4: 0.3047405481338501 (0.2268064400675345) | > loss_disc_real_5: 0.21550005674362183 (0.2177460927034722) | > loss_0: 2.2967119216918945 (2.3357189788299353) | > grad_norm_0: tensor(18.7105, device='cuda:0') (tensor(27.5649, device='cuda:0')) | > loss_gen: 2.706368923187256 (2.5454003543269876) | > loss_kl: 1.8858513832092285 (1.8904597994421615) | > loss_feat: 8.608981132507324 (7.296875960161897) | > loss_mel: 17.79159164428711 (18.12811078830642) | > loss_duration: 2.2103757858276367 (2.078663755841808) | > loss_1: 33.20317077636719 (31.93951058549946) | > grad_norm_1: tensor(482.2482, device='cuda:0') (tensor(288.8652, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.465 (0.3883545771748028) | > loader_time: 0.0071 (0.004605367070152649)  --> TIME: 2024-06-11 07:09:25 -- STEP: 319/330 -- GLOBAL_STEP: 209100 | > loss_disc: 2.2880325317382812 (2.3431269756305193) | > loss_disc_real_0: 0.13785891234874725 (0.11689252940044507) | > loss_disc_real_1: 0.18954253196716309 (0.20095496818563408) | > loss_disc_real_2: 0.18794333934783936 (0.21383746711064283) | > loss_disc_real_3: 0.20237578451633453 (0.22850532563502512) | > loss_disc_real_4: 0.2258407026529312 (0.22707129645870766) | > loss_disc_real_5: 0.2304868847131729 (0.21866802773131847) | > loss_0: 2.2880325317382812 (2.3431269756305193) | > grad_norm_0: tensor(44.9150, device='cuda:0') (tensor(30.4360, device='cuda:0')) | > loss_gen: 2.3858096599578857 (2.5422688120958576) | > loss_kl: 1.8983596563339233 (1.895499493261116) | > loss_feat: 8.315821647644043 (7.302598775367378) | > loss_mel: 17.981916427612305 (18.075213994352055) | > loss_duration: 2.270263195037842 (2.0918968213389304) | > loss_1: 32.852169036865234 (31.907477830270988) | > grad_norm_1: tensor(479.1856, device='cuda:0') (tensor(299.7921, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.5686 (0.39870160350978906) | > loader_time: 0.009 (0.0048887849227761794)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.315032482147217 (2.315032482147217) | > loss_disc_real_0: 0.085567407310009 (0.085567407310009) | > loss_disc_real_1: 0.1660214215517044 (0.1660214215517044) | > loss_disc_real_2: 0.2184898555278778 (0.2184898555278778) | > loss_disc_real_3: 0.23523066937923431 (0.23523066937923431) | > loss_disc_real_4: 0.24358153343200684 (0.24358153343200684) | > loss_disc_real_5: 0.20633205771446228 (0.20633205771446228) | > loss_0: 2.315032482147217 (2.315032482147217) | > loss_gen: 2.1948916912078857 (2.1948916912078857) | > loss_kl: 2.291365385055542 (2.291365385055542) | > loss_feat: 7.7401909828186035 (7.7401909828186035) | > loss_mel: 19.034255981445312 (19.034255981445312) | > loss_duration: 2.8757433891296387 (2.8757433891296387) | > loss_1: 34.136444091796875 (34.136444091796875)  --> STEP: 1 | > loss_disc: 2.465170383453369 (2.465170383453369) | > loss_disc_real_0: 0.09680774807929993 (0.09680774807929993) | > loss_disc_real_1: 0.22591303288936615 (0.22591303288936615) | > loss_disc_real_2: 0.20300595462322235 (0.20300595462322235) | > loss_disc_real_3: 0.2651734948158264 (0.2651734948158264) | > loss_disc_real_4: 0.2365695834159851 (0.2365695834159851) | > loss_disc_real_5: 0.3044349253177643 (0.3044349253177643) | > loss_0: 2.465170383453369 (2.465170383453369) | > loss_gen: 2.164283514022827 (2.164283514022827) | > loss_kl: 2.0069663524627686 (2.0069663524627686) | > loss_feat: 4.788008689880371 (4.788008689880371) | > loss_mel: 15.439043045043945 (15.439043045043945) | > loss_duration: 2.420736074447632 (2.420736074447632) | > loss_1: 26.81903839111328 (26.81903839111328)  --> STEP: 2 | > loss_disc: 2.294400453567505 (2.379785418510437) | > loss_disc_real_0: 0.06277937442064285 (0.07979356124997139) | > loss_disc_real_1: 0.16191385686397552 (0.19391344487667084) | > loss_disc_real_2: 0.2454409897327423 (0.22422347217798233) | > loss_disc_real_3: 0.2791956663131714 (0.2721845805644989) | > loss_disc_real_4: 0.2686484158039093 (0.2526089996099472) | > loss_disc_real_5: 0.2509995400905609 (0.2777172327041626) | > loss_0: 2.294400453567505 (2.379785418510437) | > loss_gen: 2.5073955059051514 (2.3358395099639893) | > loss_kl: 2.197535276412964 (2.102250814437866) | > loss_feat: 5.641292572021484 (5.214650630950928) | > loss_mel: 17.40785026550293 (16.423446655273438) | > loss_duration: 2.491469383239746 (2.456102728843689) | > loss_1: 30.245540618896484 (28.532289505004883)  --> STEP: 3 | > loss_disc: 2.37583065032959 (2.3784671624501548) | > loss_disc_real_0: 0.10976988822221756 (0.08978567024072011) | > loss_disc_real_1: 0.20105955004692078 (0.1962954799334208) | > loss_disc_real_2: 0.18299949169158936 (0.21048214534918466) | > loss_disc_real_3: 0.22367598116397858 (0.2560150474309921) | > loss_disc_real_4: 0.22719891369342804 (0.24413897097110748) | > loss_disc_real_5: 0.2837904989719391 (0.27974165479342145) | > loss_0: 2.37583065032959 (2.3784671624501548) | > loss_gen: 2.2159149646759033 (2.2958646615346274) | > loss_kl: 2.293086051940918 (2.165862560272217) | > loss_feat: 7.0693440437316895 (5.832881768544515) | > loss_mel: 18.51662254333496 (17.121171951293945) | > loss_duration: 2.245107650756836 (2.3857710361480713) | > loss_1: 32.3400764465332 (29.801551818847656)  --> STEP: 4 | > loss_disc: 2.139979839324951 (2.3188453316688538) | > loss_disc_real_0: 0.06528434157371521 (0.08366033807396889) | > loss_disc_real_1: 0.15204831957817078 (0.1852336898446083) | > loss_disc_real_2: 0.1457301378250122 (0.19429414346814156) | > loss_disc_real_3: 0.28742796182632446 (0.2638682760298252) | > loss_disc_real_4: 0.2345169186592102 (0.24173345789313316) | > loss_disc_real_5: 0.21037180721759796 (0.26239919289946556) | > loss_0: 2.139979839324951 (2.3188453316688538) | > loss_gen: 2.56272292137146 (2.3625792264938354) | > loss_kl: 2.691425323486328 (2.2972532510757446) | > loss_feat: 8.665834426879883 (6.541119933128357) | > loss_mel: 18.29501724243164 (17.41463327407837) | > loss_duration: 2.2413182258605957 (2.3496578335762024) | > loss_1: 34.45631790161133 (30.965243339538574)  --> STEP: 5 | > loss_disc: 2.378460168838501 (2.3307682991027834) | > loss_disc_real_0: 0.15154163539409637 (0.09723659753799438) | > loss_disc_real_1: 0.25782307982444763 (0.19975156784057618) | > loss_disc_real_2: 0.18041059374809265 (0.19151743352413178) | > loss_disc_real_3: 0.28880783915519714 (0.2688561886548996) | > loss_disc_real_4: 0.20531362295150757 (0.23444949090480804) | > loss_disc_real_5: 0.2305970937013626 (0.25603877305984496) | > loss_0: 2.378460168838501 (2.3307682991027834) | > loss_gen: 2.550990104675293 (2.400261402130127) | > loss_kl: 2.3465218544006348 (2.3071069717407227) | > loss_feat: 6.345225811004639 (6.501941108703614) | > loss_mel: 19.218263626098633 (17.77535934448242) | > loss_duration: 2.3446264266967773 (2.3486515522003173) | > loss_1: 32.80562973022461 (31.33332061767578)  --> STEP: 6 | > loss_disc: 2.2924652099609375 (2.3243844509124756) | > loss_disc_real_0: 0.06832566857337952 (0.09241810937722524) | > loss_disc_real_1: 0.16161182522773743 (0.19339494407176971) | > loss_disc_real_2: 0.21885044872760773 (0.19607293605804443) | > loss_disc_real_3: 0.2539559602737427 (0.26637281725804013) | > loss_disc_real_4: 0.19002561271190643 (0.22704551120599112) | > loss_disc_real_5: 0.14604802429676056 (0.2377069815993309) | > loss_0: 2.2924652099609375 (2.3243844509124756) | > loss_gen: 2.2874321937561035 (2.3814565340677896) | > loss_kl: 2.3886635303497314 (2.3206997315088906) | > loss_feat: 6.486226558685303 (6.499322017033895) | > loss_mel: 18.076011657714844 (17.825468063354492) | > loss_duration: 2.155482769012451 (2.31645675500234) | > loss_1: 31.393815994262695 (31.343403180440266)  --> STEP: 7 | > loss_disc: 2.2412772178649902 (2.312511989048549) | > loss_disc_real_0: 0.10820476710796356 (0.09467334619590215) | > loss_disc_real_1: 0.20681539177894592 (0.1953121508870806) | > loss_disc_real_2: 0.21100486814975739 (0.19820606921400344) | > loss_disc_real_3: 0.26585596799850464 (0.266298981649535) | > loss_disc_real_4: 0.2135646790266037 (0.22511967803750718) | > loss_disc_real_5: 0.2151051163673401 (0.2344781437090465) | > loss_0: 2.2412772178649902 (2.312511989048549) | > loss_gen: 2.535259485244751 (2.403428384235927) | > loss_kl: 3.1491191387176514 (2.4390453611101424) | > loss_feat: 7.542920112609863 (6.648407459259033) | > loss_mel: 19.53095245361328 (18.069108690534318) | > loss_duration: 2.5834803581237793 (2.3546029840196883) | > loss_1: 35.341732025146484 (31.9145930153983)  --> STEP: 8 | > loss_disc: 2.319941759109497 (2.3134407103061676) | > loss_disc_real_0: 0.18783600628376007 (0.10631867870688438) | > loss_disc_real_1: 0.1395408660173416 (0.18834074027836323) | > loss_disc_real_2: 0.2998822033405304 (0.2109155859798193) | > loss_disc_real_3: 0.2787443995475769 (0.2678546588867903) | > loss_disc_real_4: 0.18800176680088043 (0.22047993913292885) | > loss_disc_real_5: 0.1749795377254486 (0.22704081796109676) | > loss_0: 2.319941759109497 (2.3134407103061676) | > loss_gen: 2.4586148262023926 (2.4103266894817352) | > loss_kl: 2.9394683837890625 (2.5015982389450073) | > loss_feat: 7.193180084228516 (6.7165040373802185) | > loss_mel: 19.057727813720703 (18.192686080932617) | > loss_duration: 2.1956748962402344 (2.3347369730472565) | > loss_1: 33.84466552734375 (32.15585207939148)  --> STEP: 9 | > loss_disc: 2.26181960105896 (2.307705031500922) | > loss_disc_real_0: 0.13462801277637482 (0.10946416027016109) | > loss_disc_real_1: 0.12089215219020844 (0.1808464527130127) | > loss_disc_real_2: 0.17594113945960999 (0.2070295363664627) | > loss_disc_real_3: 0.2601916193962097 (0.26700321005450356) | > loss_disc_real_4: 0.22405651211738586 (0.22087733613120186) | > loss_disc_real_5: 0.19704845547676086 (0.223708333240615) | > loss_0: 2.26181960105896 (2.307705031500922) | > loss_gen: 2.460198402404785 (2.4158679909176297) | > loss_kl: 2.727823257446289 (2.5267343521118164) | > loss_feat: 8.846067428588867 (6.953122191958958) | > loss_mel: 20.14555549621582 (18.409671571519638) | > loss_duration: 2.1439242362976074 (2.313535557852851) | > loss_1: 36.323570251464844 (32.61893187628852)  --> STEP: 10 | > loss_disc: 2.511356830596924 (2.3280702114105223) | > loss_disc_real_0: 0.09338608384132385 (0.10785635262727737) | > loss_disc_real_1: 0.22208738327026367 (0.18497054576873778) | > loss_disc_real_2: 0.25996148586273193 (0.21232273131608964) | > loss_disc_real_3: 0.2530789375305176 (0.2656107828021049) | > loss_disc_real_4: 0.2557924687862396 (0.22436884939670562) | > loss_disc_real_5: 0.2884053885936737 (0.23017803877592086) | > loss_0: 2.511356830596924 (2.3280702114105223) | > loss_gen: 2.256333351135254 (2.399914526939392) | > loss_kl: 2.2570812702178955 (2.4997690439224245) | > loss_feat: 5.055356025695801 (6.763345575332641) | > loss_mel: 15.066533088684082 (18.075357723236085) | > loss_duration: 2.328848361968994 (2.3150668382644652) | > loss_1: 26.96415138244629 (32.053453826904295)  --> STEP: 11 | > loss_disc: 2.2136120796203613 (2.317664926702326) | > loss_disc_real_0: 0.1059766486287117 (0.10768547044558958) | > loss_disc_real_1: 0.1523270457983017 (0.1820029548623345) | > loss_disc_real_2: 0.15994024276733398 (0.20756068690256638) | > loss_disc_real_3: 0.25591105222702026 (0.2647289891134609) | > loss_disc_real_4: 0.23158404231071472 (0.22502477602525192) | > loss_disc_real_5: 0.2599106729030609 (0.23288100551475177) | > loss_0: 2.2136120796203613 (2.317664926702326) | > loss_gen: 2.4327306747436523 (2.4028978131034155) | > loss_kl: 2.548353433609009 (2.5041858066212046) | > loss_feat: 7.594339847564697 (6.838890509171919) | > loss_mel: 18.36154556274414 (18.101374799555) | > loss_duration: 2.456251382827759 (2.3279017968611284) | > loss_1: 33.39322280883789 (32.17525100708008)  --> STEP: 12 | > loss_disc: 1.8874784708023071 (2.2818160553773246) | > loss_disc_real_0: 0.06495767831802368 (0.10412482110162576) | > loss_disc_real_1: 0.11653873324394226 (0.17654760306080183) | > loss_disc_real_2: 0.18127979338169098 (0.20537061244249344) | > loss_disc_real_3: 0.19105079770088196 (0.25858913982907933) | > loss_disc_real_4: 0.17795877158641815 (0.22110260898868242) | > loss_disc_real_5: 0.17078794538974762 (0.2277065838376681) | > loss_0: 1.8874784708023071 (2.2818160553773246) | > loss_gen: 2.6666064262390137 (2.424873530864715) | > loss_kl: 2.279144287109375 (2.4854323466618857) | > loss_feat: 7.191666603088379 (6.868288516998291) | > loss_mel: 19.197362899780273 (18.19270714124044) | > loss_duration: 2.2517006397247314 (2.3215517004330954) | > loss_1: 33.586483001708984 (32.292853673299156)  --> STEP: 13 | > loss_disc: 2.373558282852173 (2.2888731497984667) | > loss_disc_real_0: 0.07174677401781082 (0.10163420209517846) | > loss_disc_real_1: 0.18926529586315155 (0.17752588712252104) | > loss_disc_real_2: 0.19053466618061066 (0.20422938580696398) | > loss_disc_real_3: 0.23457904160022736 (0.2567422091960907) | > loss_disc_real_4: 0.22296112775802612 (0.22124557197093964) | > loss_disc_real_5: 0.223042294383049 (0.22734779234115893) | > loss_0: 2.373558282852173 (2.2888731497984667) | > loss_gen: 2.0341796875 (2.3948201582981983) | > loss_kl: 2.6838886737823486 (2.500698217978844) | > loss_feat: 5.822112083435059 (6.787813406724196) | > loss_mel: 15.46899700164795 (17.983190976656402) | > loss_duration: 2.1700384616851807 (2.309896835914025) | > loss_1: 28.179216384887695 (31.976420035729042)  --> STEP: 14 | > loss_disc: 2.288013219833374 (2.2888117262295316) | > loss_disc_real_0: 0.09249404072761536 (0.10098133342606681) | > loss_disc_real_1: 0.12166931480169296 (0.1735361319567476) | > loss_disc_real_2: 0.2371922731399536 (0.20658387775932038) | > loss_disc_real_3: 0.2717832326889038 (0.2578165680170059) | > loss_disc_real_4: 0.192399263381958 (0.21918512135744095) | > loss_disc_real_5: 0.26680201292037964 (0.23016595095396042) | > loss_0: 2.288013219833374 (2.2888117262295316) | > loss_gen: 2.293715715408325 (2.3875984123774927) | > loss_kl: 3.699280023574829 (2.5863112040928433) | > loss_feat: 6.9704976081848145 (6.800862278257098) | > loss_mel: 18.736454010009766 (18.036995479038787) | > loss_duration: 2.394773483276367 (2.3159594535827637) | > loss_1: 34.09471893310547 (32.12772709982736)  --> STEP: 15 | > loss_disc: 2.5281143188476562 (2.304765232404073) | > loss_disc_real_0: 0.21334946155548096 (0.10847254196802775) | > loss_disc_real_1: 0.25289586186408997 (0.17882678061723709) | > loss_disc_real_2: 0.23395168781280518 (0.20840839842955272) | > loss_disc_real_3: 0.27931901812553406 (0.2592500646909078) | > loss_disc_real_4: 0.24876800179481506 (0.22115731338659922) | > loss_disc_real_5: 0.23791807889938354 (0.2306827594836553) | > loss_0: 2.5281143188476562 (2.304765232404073) | > loss_gen: 2.346309185028076 (2.3848457972208648) | > loss_kl: 3.1056222915649414 (2.62093194325765) | > loss_feat: 5.575323104858398 (6.719159666697184) | > loss_mel: 17.49587059020996 (18.000920486450198) | > loss_duration: 2.337432861328125 (2.317391014099121) | > loss_1: 30.860557556152344 (32.04324913024903)  --> STEP: 16 | > loss_disc: 2.5725796222686768 (2.321503631770611) | > loss_disc_real_0: 0.15372063219547272 (0.11130054760724306) | > loss_disc_real_1: 0.17920398712158203 (0.17885035602375865) | > loss_disc_real_2: 0.3042258322238922 (0.21439698804169893) | > loss_disc_real_3: 0.28954532742500305 (0.26114351861178875) | > loss_disc_real_4: 0.22306257486343384 (0.2212763922289014) | > loss_disc_real_5: 0.23052944242954254 (0.23067317716777325) | > loss_0: 2.5725796222686768 (2.321503631770611) | > loss_gen: 2.105429172515869 (2.3673822581768027) | > loss_kl: 2.991941213607788 (2.6441200226545334) | > loss_feat: 5.517902374267578 (6.644081085920334) | > loss_mel: 16.141944885253906 (17.88473451137543) | > loss_duration: 2.368380308151245 (2.320577844977379) | > loss_1: 29.12559700012207 (31.860895872116096)  --> STEP: 17 | > loss_disc: 2.2984163761138916 (2.3201455579084507) | > loss_disc_real_0: 0.10527635365724564 (0.11094618325724322) | > loss_disc_real_1: 0.16795967519283295 (0.17820972773958654) | > loss_disc_real_2: 0.26390814781188965 (0.21730940920465133) | > loss_disc_real_3: 0.2667334973812103 (0.26147234089234295) | > loss_disc_real_4: 0.2557673454284668 (0.22330527182887583) | > loss_disc_real_5: 0.2244350165128708 (0.2303062265410143) | > loss_0: 2.2984163761138916 (2.3201455579084507) | > loss_gen: 2.887284755706787 (2.3979647580315078) | > loss_kl: 2.1315042972564697 (2.6139661564546475) | > loss_feat: 7.76769495010376 (6.710176019107594) | > loss_mel: 18.253232955932617 (17.90641089046703) | > loss_duration: 2.433608293533325 (2.3272266948924347) | > loss_1: 33.473323822021484 (31.955744575051707)  --> STEP: 18 | > loss_disc: 2.502763271331787 (2.3302909864319696) | > loss_disc_real_0: 0.12899650633335114 (0.11194897898369366) | > loss_disc_real_1: 0.13300089538097382 (0.17569812594188583) | > loss_disc_real_2: 0.26809051632881165 (0.22013058182266024) | > loss_disc_real_3: 0.283595472574234 (0.2627014037635591) | > loss_disc_real_4: 0.20465926826000214 (0.22226938274171618) | > loss_disc_real_5: 0.1867315024137497 (0.227885408533944) | > loss_0: 2.502763271331787 (2.3302909864319696) | > loss_gen: 2.237180471420288 (2.3890322976642175) | > loss_kl: 2.414513349533081 (2.602885444959005) | > loss_feat: 6.603564262390137 (6.704253143734402) | > loss_mel: 17.667287826538086 (17.89312627580431) | > loss_duration: 2.244163990020752 (2.322612100177341) | > loss_1: 31.166709899902344 (31.911909315321186)  --> STEP: 19 | > loss_disc: 2.683044672012329 (2.3488569698835673) | > loss_disc_real_0: 0.23424476385116577 (0.11838559923987639) | > loss_disc_real_1: 0.22804102301597595 (0.17845301526157478) | > loss_disc_real_2: 0.23028120398521423 (0.2206648250943736) | > loss_disc_real_3: 0.3087390959262848 (0.26512444019317627) | > loss_disc_real_4: 0.2551245391368866 (0.22399860149935671) | > loss_disc_real_5: 0.3035702705383301 (0.23186882232364855) | > loss_0: 2.683044672012329 (2.3488569698835673) | > loss_gen: 2.168128252029419 (2.3774057689465966) | > loss_kl: 1.7843735218048096 (2.5598058700561523) | > loss_feat: 3.7292673587799072 (6.547674944526271) | > loss_mel: 15.139711380004883 (17.748209702341182) | > loss_duration: 2.335738182067871 (2.3233029465926323) | > loss_1: 25.15721893310547 (31.55639929520457)  --> STEP: 20 | > loss_disc: 2.11769962310791 (2.3372991025447845) | > loss_disc_real_0: 0.08687415719032288 (0.11681002713739871) | > loss_disc_real_1: 0.15612734854221344 (0.1773367319256067) | > loss_disc_real_2: 0.2225273996591568 (0.22075795382261276) | > loss_disc_real_3: 0.31192824244499207 (0.26746463030576706) | > loss_disc_real_4: 0.15719571709632874 (0.22065845727920533) | > loss_disc_real_5: 0.19408030807971954 (0.2299793966114521) | > loss_0: 2.11769962310791 (2.3372991025447845) | > loss_gen: 2.540106773376465 (2.38554081916809) | > loss_kl: 1.865320086479187 (2.525081580877304) | > loss_feat: 6.355571269989014 (6.538069760799408) | > loss_mel: 19.02248764038086 (17.811923599243165) | > loss_duration: 2.321873188018799 (2.3232314586639404) | > loss_1: 32.1053581237793 (31.583847236633307)  --> STEP: 21 | > loss_disc: 2.5141539573669434 (2.3457207622982206) | > loss_disc_real_0: 0.09720529615879059 (0.11587646851936977) | > loss_disc_real_1: 0.21233820915222168 (0.1790034689363979) | > loss_disc_real_2: 0.2748519778251648 (0.2233338597274962) | > loss_disc_real_3: 0.25630512833595276 (0.2669332254500616) | > loss_disc_real_4: 0.26203516125679016 (0.22262877651623317) | > loss_disc_real_5: 0.24808380007743835 (0.23084151106221334) | > loss_0: 2.5141539573669434 (2.3457207622982206) | > loss_gen: 2.12650465965271 (2.373205763953072) | > loss_kl: 2.054710626602173 (2.5026829640070596) | > loss_feat: 4.154151916503906 (6.424549863452003) | > loss_mel: 15.081244468688965 (17.681891259692964) | > loss_duration: 2.177809715270996 (2.316306613740467) | > loss_1: 25.59442138671875 (31.29863648187547)  --> STEP: 22 | > loss_disc: 2.2864913940429688 (2.3430285182866184) | > loss_disc_real_0: 0.12714719772338867 (0.11638877439227971) | > loss_disc_real_1: 0.09012480825185776 (0.17496352981437335) | > loss_disc_real_2: 0.2419515997171402 (0.22418012063611636) | > loss_disc_real_3: 0.2694096267223358 (0.2670457891442559) | > loss_disc_real_4: 0.19339223206043243 (0.22129984267733313) | > loss_disc_real_5: 0.19932891428470612 (0.2294091202995994) | > loss_0: 2.2864913940429688 (2.3430285182866184) | > loss_gen: 2.2746031284332275 (2.368723825974897) | > loss_kl: 2.256300926208496 (2.4914837804707615) | > loss_feat: 8.130980491638184 (6.50211489200592) | > loss_mel: 18.187997817993164 (17.704896103252064) | > loss_duration: 2.1472854614257812 (2.3086238340897993) | > loss_1: 32.997169494628906 (31.375842527909718)  --> STEP: 23 | > loss_disc: 2.2428975105285645 (2.338674996210181) | > loss_disc_real_0: 0.10936085879802704 (0.1160832128447035) | > loss_disc_real_1: 0.12354566901922226 (0.1727279706493668) | > loss_disc_real_2: 0.22745415568351746 (0.2243224699860034) | > loss_disc_real_3: 0.2232353240251541 (0.2651409863129906) | > loss_disc_real_4: 0.19271157681941986 (0.2200568745965543) | > loss_disc_real_5: 0.22778093814849854 (0.22933832977129065) | > loss_0: 2.2428975105285645 (2.338674996210181) | > loss_gen: 2.369846820831299 (2.368772651838219) | > loss_kl: 2.381530284881592 (2.4867031937060147) | > loss_feat: 6.336909770965576 (6.49493206065634) | > loss_mel: 16.999208450317383 (17.67421403138534) | > loss_duration: 2.27488112449646 (2.3071567597596543) | > loss_1: 30.362375259399414 (31.33177873362666)  --> STEP: 24 | > loss_disc: 2.3510656356811523 (2.339191272854805) | > loss_disc_real_0: 0.09669984877109528 (0.11527557267496984) | > loss_disc_real_1: 0.1971243917942047 (0.17374448819706836) | > loss_disc_real_2: 0.222464457154274 (0.22424505278468132) | > loss_disc_real_3: 0.23144841194152832 (0.263737129047513) | > loss_disc_real_4: 0.21035099029541016 (0.2196524627506733) | > loss_disc_real_5: 0.27001306414604187 (0.23103311037023863) | > loss_0: 2.3510656356811523 (2.339191272854805) | > loss_gen: 2.2620205879211426 (2.3643246491750074) | > loss_kl: 2.4097084999084473 (2.4834950814644494) | > loss_feat: 7.078202247619629 (6.519234985113144) | > loss_mel: 16.246021270751953 (17.61470599969228) | > loss_duration: 2.4175148010253906 (2.3117550114790597) | > loss_1: 30.413467407226562 (31.293515761693325)  --> STEP: 25 | > loss_disc: 2.3657450675964355 (2.3402534246444704) | > loss_disc_real_0: 0.1255883276462555 (0.11568808287382126) | > loss_disc_real_1: 0.1302976906299591 (0.172006616294384) | > loss_disc_real_2: 0.23262432217597961 (0.22458022356033325) | > loss_disc_real_3: 0.2514691650867462 (0.2632464104890823) | > loss_disc_real_4: 0.20243734121322632 (0.2189638578891754) | > loss_disc_real_5: 0.28621965646743774 (0.23324057221412658) | > loss_0: 2.3657450675964355 (2.3402534246444704) | > loss_gen: 2.3205068111419678 (2.362571935653686) | > loss_kl: 2.3985681533813477 (2.4800980043411256) | > loss_feat: 7.212991714477539 (6.54698525428772) | > loss_mel: 16.080678939819336 (17.553344917297363) | > loss_duration: 2.345003604888916 (2.313084955215454) | > loss_1: 30.35774803161621 (31.25608505249024)  --> STEP: 26 | > loss_disc: 2.7906343936920166 (2.3575757696078377) | > loss_disc_real_0: 0.13603457808494568 (0.11647064038194142) | > loss_disc_real_1: 0.24647024273872375 (0.1748706019268586) | > loss_disc_real_2: 0.2785114347934723 (0.22665450091545397) | > loss_disc_real_3: 0.26017293334007263 (0.263128199829505) | > loss_disc_real_4: 0.2997000813484192 (0.22206909725299248) | > loss_disc_real_5: 0.3197522759437561 (0.23656794543449694) | > loss_0: 2.7906343936920166 (2.3575757696078377) | > loss_gen: 1.9488753080368042 (2.3466605268991905) | > loss_kl: 2.363931655883789 (2.475630067861997) | > loss_feat: 2.259922504425049 (6.382098225446848) | > loss_mel: 10.018491744995117 (17.263542872208816) | > loss_duration: 2.3060302734375 (2.3128136213009176) | > loss_1: 18.89725112915039 (30.78074528620794) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025667410630446216 (+0.00018078547257643516) | > avg_loss_disc: 2.3575757696078377 (-0.08799364475103477) | > avg_loss_disc_real_0: 0.11647064038194142 (-0.059059478342533125) | > avg_loss_disc_real_1: 0.1748706019268586 (-0.1033882083228001) | > avg_loss_disc_real_2: 0.22665450091545397 (+0.0182696454800092) | > avg_loss_disc_real_3: 0.263128199829505 (-0.0033812734943170497) | > avg_loss_disc_real_4: 0.22206909725299248 (-0.017626848931495964) | > avg_loss_disc_real_5: 0.23656794543449694 (+0.003936503369074584) | > avg_loss_0: 2.3575757696078377 (-0.08799364475103477) | > avg_loss_gen: 2.3466605268991905 (-0.23914034091509384) | > avg_loss_kl: 2.475630067861997 (-0.2016292856289792) | > avg_loss_feat: 6.382098225446848 (-0.43404457202324487) | > avg_loss_mel: 17.263542872208816 (-0.9895412738506586) | > avg_loss_duration: 2.3128136213009176 (+0.005594134330749956) | > avg_loss_1: 30.78074528620794 (-1.8587612738976063) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_209111.pth  > EPOCH: 367/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:10:01)   --> TIME: 2024-06-11 07:10:07 -- STEP: 14/330 -- GLOBAL_STEP: 209125 | > loss_disc: 2.2930989265441895 (2.2987046922956194) | > loss_disc_real_0: 0.11135208606719971 (0.10704689685787473) | > loss_disc_real_1: 0.1940000057220459 (0.20210870036057063) | > loss_disc_real_2: 0.244472473859787 (0.20923086681536265) | > loss_disc_real_3: 0.2292078137397766 (0.22736130974122457) | > loss_disc_real_4: 0.19656871259212494 (0.2257771013038499) | > loss_disc_real_5: 0.17440827190876007 (0.21629954342331206) | > loss_0: 2.2930989265441895 (2.2987046922956194) | > grad_norm_0: tensor(7.0580, device='cuda:0') (tensor(6.8574, device='cuda:0')) | > loss_gen: 2.5251400470733643 (2.5279979365212575) | > loss_kl: 1.796902060508728 (1.844656535557338) | > loss_feat: 7.796182155609131 (7.198260818208967) | > loss_mel: 17.652973175048828 (18.458991868155344) | > loss_duration: 2.043656349182129 (2.1390006371906827) | > loss_1: 31.81485366821289 (32.168907574244905) | > grad_norm_1: tensor(142.0110, device='cuda:0') (tensor(80.0402, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3694 (0.3547178677150181) | > loader_time: 0.0029 (0.0030888148716517855)  --> TIME: 2024-06-11 07:10:16 -- STEP: 39/330 -- GLOBAL_STEP: 209150 | > loss_disc: 2.3214876651763916 (2.299564954562065) | > loss_disc_real_0: 0.08249756693840027 (0.10588192099179977) | > loss_disc_real_1: 0.18124984204769135 (0.19908438966824457) | > loss_disc_real_2: 0.2000717967748642 (0.21100669717177367) | > loss_disc_real_3: 0.22029875218868256 (0.2234024275571872) | > loss_disc_real_4: 0.19346500933170319 (0.22584982560231134) | > loss_disc_real_5: 0.19966867566108704 (0.21324940140430743) | > loss_0: 2.3214876651763916 (2.299564954562065) | > grad_norm_0: tensor(5.2852, device='cuda:0') (tensor(7.0759, device='cuda:0')) | > loss_gen: 2.5390231609344482 (2.5314506261776657) | > loss_kl: 1.8659107685089111 (1.8361135904605572) | > loss_feat: 8.135622024536133 (7.29985420520489) | > loss_mel: 18.34894561767578 (18.427196991749298) | > loss_duration: 2.0385632514953613 (2.0713791847229004) | > loss_1: 32.92806625366211 (32.1659941061949) | > grad_norm_1: tensor(81.7411, device='cuda:0') (tensor(78.9157, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3552 (0.35696507111573833) | > loader_time: 0.0034 (0.0031536053388546673)  --> TIME: 2024-06-11 07:10:26 -- STEP: 64/330 -- GLOBAL_STEP: 209175 | > loss_disc: 2.373753070831299 (2.3245339095592494) | > loss_disc_real_0: 0.10858768224716187 (0.10747339099179953) | > loss_disc_real_1: 0.17977812886238098 (0.1996279873419553) | > loss_disc_real_2: 0.21907979249954224 (0.2131455186754465) | > loss_disc_real_3: 0.2042882889509201 (0.22732214001007378) | > loss_disc_real_4: 0.2295236587524414 (0.22843489749357104) | > loss_disc_real_5: 0.20926035940647125 (0.2167988910805434) | > loss_0: 2.373753070831299 (2.3245339095592494) | > grad_norm_0: tensor(24.1127, device='cuda:0') (tensor(8.0665, device='cuda:0')) | > loss_gen: 2.365936279296875 (2.5132835879921918) | > loss_kl: 1.8746060132980347 (1.8512706086039543) | > loss_feat: 6.849572658538818 (7.234908863902092) | > loss_mel: 18.407573699951172 (18.449853628873825) | > loss_duration: 2.0254483222961426 (2.04749838449061) | > loss_1: 31.523136138916016 (32.09681484103203) | > grad_norm_1: tensor(156.4031, device='cuda:0') (tensor(84.1168, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.365 (0.3613758347928524) | > loader_time: 0.0043 (0.0033523254096508026)  --> TIME: 2024-06-11 07:10:35 -- STEP: 89/330 -- GLOBAL_STEP: 209200 | > loss_disc: 2.3954455852508545 (2.3341893587219564) | > loss_disc_real_0: 0.1029130071401596 (0.10993838946471053) | > loss_disc_real_1: 0.21269597113132477 (0.20028464077563768) | > loss_disc_real_2: 0.20993836224079132 (0.21514234231429152) | > loss_disc_real_3: 0.25387388467788696 (0.2282638419210241) | > loss_disc_real_4: 0.22646184265613556 (0.2288082953584328) | > loss_disc_real_5: 0.21345973014831543 (0.21722548161999564) | > loss_0: 2.3954455852508545 (2.3341893587219564) | > grad_norm_0: tensor(13.1426, device='cuda:0') (tensor(9.6259, device='cuda:0')) | > loss_gen: 2.3179962635040283 (2.5080468172437693) | > loss_kl: 1.9191086292266846 (1.8582550354218215) | > loss_feat: 6.687612533569336 (7.239647897441736) | > loss_mel: 18.170305252075195 (18.41235565871336) | > loss_duration: 2.0209081172943115 (2.0371210762624004) | > loss_1: 31.11593246459961 (32.05542620112387) | > grad_norm_1: tensor(171.2089, device='cuda:0') (tensor(114.9681, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3551 (0.3648207857367697) | > loader_time: 0.0036 (0.00352269879887613)  --> TIME: 2024-06-11 07:10:45 -- STEP: 114/330 -- GLOBAL_STEP: 209225 | > loss_disc: 2.4265975952148438 (2.3342242659183956) | > loss_disc_real_0: 0.11371372640132904 (0.11188063064688131) | > loss_disc_real_1: 0.2036857306957245 (0.1994227148723184) | > loss_disc_real_2: 0.2157524973154068 (0.21557224672614483) | > loss_disc_real_3: 0.24632176756858826 (0.22771883389928885) | > loss_disc_real_4: 0.24340203404426575 (0.22757622102896372) | > loss_disc_real_5: 0.2418956309556961 (0.21675487712287067) | > loss_0: 2.4265975952148438 (2.3342242659183956) | > grad_norm_0: tensor(7.7175, device='cuda:0') (tensor(9.7587, device='cuda:0')) | > loss_gen: 2.4673209190368652 (2.509884240334494) | > loss_kl: 2.0833921432495117 (1.872937750398067) | > loss_feat: 6.441517353057861 (7.238955936933818) | > loss_mel: 18.35968780517578 (18.40935461144699) | > loss_duration: 2.058656692504883 (2.037005111836551) | > loss_1: 31.41057586669922 (32.068137453313476) | > grad_norm_1: tensor(68.2212, device='cuda:0') (tensor(119.4003, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3782 (0.36782386846709664) | > loader_time: 0.0045 (0.0036768683216028045)  --> TIME: 2024-06-11 07:10:55 -- STEP: 139/330 -- GLOBAL_STEP: 209250 | > loss_disc: 2.364225149154663 (2.3392562883363346) | > loss_disc_real_0: 0.14483040571212769 (0.11373626606927502) | > loss_disc_real_1: 0.2225111424922943 (0.20007047260836733) | > loss_disc_real_2: 0.19365665316581726 (0.21600035712015714) | > loss_disc_real_3: 0.26066821813583374 (0.22797899527086626) | > loss_disc_real_4: 0.20715275406837463 (0.22728260247398624) | > loss_disc_real_5: 0.23223040997982025 (0.21715380701658538) | > loss_0: 2.364225149154663 (2.3392562883363346) | > grad_norm_0: tensor(21.7633, device='cuda:0') (tensor(10.9886, device='cuda:0')) | > loss_gen: 2.4618430137634277 (2.504267473014996) | > loss_kl: 1.8540959358215332 (1.8769541412806339) | > loss_feat: 6.876308441162109 (7.207128106261329) | > loss_mel: 18.234600067138672 (18.412131631974702) | > loss_duration: 2.1026811599731445 (2.0406158982421005) | > loss_1: 31.529529571533203 (32.04109716072358) | > grad_norm_1: tensor(377.6286, device='cuda:0') (tensor(130.9291, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3763 (0.3690790872779682) | > loader_time: 0.0046 (0.0037672999951479246)  --> TIME: 2024-06-11 07:11:04 -- STEP: 164/330 -- GLOBAL_STEP: 209275 | > loss_disc: 2.336968421936035 (2.3358918515647322) | > loss_disc_real_0: 0.12640568614006042 (0.11428442815454995) | > loss_disc_real_1: 0.20302994549274445 (0.19961196665720246) | > loss_disc_real_2: 0.20320267975330353 (0.21527144867109088) | > loss_disc_real_3: 0.22588039934635162 (0.22705019810577717) | > loss_disc_real_4: 0.25101321935653687 (0.22628696626279413) | > loss_disc_real_5: 0.26059702038764954 (0.2169462114390803) | > loss_0: 2.336968421936035 (2.3358918515647322) | > grad_norm_0: tensor(24.0435, device='cuda:0') (tensor(13.2236, device='cuda:0')) | > loss_gen: 2.592622756958008 (2.507909825662287) | > loss_kl: 1.9945552349090576 (1.878829241525836) | > loss_feat: 6.984325408935547 (7.199524181645091) | > loss_mel: 18.254560470581055 (18.387410489524292) | > loss_duration: 2.113039255142212 (2.042600018949044) | > loss_1: 31.939102172851562 (32.016273684617964) | > grad_norm_1: tensor(269.2549, device='cuda:0') (tensor(148.5757, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3888 (0.3720233222333395) | > loader_time: 0.0043 (0.0038427405241059096)  --> TIME: 2024-06-11 07:11:14 -- STEP: 189/330 -- GLOBAL_STEP: 209300 | > loss_disc: 2.3655290603637695 (2.3401784833776875) | > loss_disc_real_0: 0.11167874932289124 (0.11449757486424118) | > loss_disc_real_1: 0.20001396536827087 (0.1998739445966388) | > loss_disc_real_2: 0.24743199348449707 (0.21520537918522245) | > loss_disc_real_3: 0.23834964632987976 (0.2278467109279027) | > loss_disc_real_4: 0.23553751409053802 (0.22714821828736198) | > loss_disc_real_5: 0.21391499042510986 (0.21784257652267575) | > loss_0: 2.3655290603637695 (2.3401784833776875) | > grad_norm_0: tensor(37.9293, device='cuda:0') (tensor(15.4215, device='cuda:0')) | > loss_gen: 2.4864096641540527 (2.50933141809292) | > loss_kl: 1.8392419815063477 (1.8880352652262127) | > loss_feat: 6.681115627288818 (7.198268668361441) | > loss_mel: 17.548967361450195 (18.34081962625816) | > loss_duration: 2.114220142364502 (2.0486498465613727) | > loss_1: 30.669954299926758 (31.985104798009164) | > grad_norm_1: tensor(443.1406, device='cuda:0') (tensor(172.3500, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.3881 (0.3748080591676095) | > loader_time: 0.0051 (0.003970262234803863)  --> TIME: 2024-06-11 07:11:25 -- STEP: 214/330 -- GLOBAL_STEP: 209325 | > loss_disc: 2.2746214866638184 (2.342795683958819) | > loss_disc_real_0: 0.13090014457702637 (0.11702987207012756) | > loss_disc_real_1: 0.22317944467067719 (0.19999282159537915) | > loss_disc_real_2: 0.25811833143234253 (0.21524311107731312) | > loss_disc_real_3: 0.22113822400569916 (0.2277717740736275) | > loss_disc_real_4: 0.2423032522201538 (0.2267950388176419) | > loss_disc_real_5: 0.21311788260936737 (0.21786010885071527) | > loss_0: 2.2746214866638184 (2.342795683958819) | > grad_norm_0: tensor(24.3213, device='cuda:0') (tensor(17.9396, device='cuda:0')) | > loss_gen: 2.768965244293213 (2.5131596984150253) | > loss_kl: 1.8620264530181885 (1.8920990975103646) | > loss_feat: 7.0073161125183105 (7.208513834766138) | > loss_mel: 18.099714279174805 (18.293857324903264) | > loss_duration: 2.1648178100585938 (2.055156213657879) | > loss_1: 31.90283966064453 (31.962786157554564) | > grad_norm_1: tensor(455.7038, device='cuda:0') (tensor(191.7858, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.4122 (0.37807335251959673) | > loader_time: 0.0057 (0.004085887258297936)  --> TIME: 2024-06-11 07:11:35 -- STEP: 239/330 -- GLOBAL_STEP: 209350 | > loss_disc: 2.2621283531188965 (2.3415075964508687) | > loss_disc_real_0: 0.07506165653467178 (0.1168757969490155) | > loss_disc_real_1: 0.20710617303848267 (0.19976183397999372) | > loss_disc_real_2: 0.21213333308696747 (0.2143818377575615) | > loss_disc_real_3: 0.24821694195270538 (0.22759502920396157) | > loss_disc_real_4: 0.20711764693260193 (0.22677786816612946) | > loss_disc_real_5: 0.21248683333396912 (0.21807718358029876) | > loss_0: 2.2621283531188965 (2.3415075964508687) | > grad_norm_0: tensor(58.2690, device='cuda:0') (tensor(20.9300, device='cuda:0')) | > loss_gen: 2.6215898990631104 (2.5171316168797064) | > loss_kl: 1.9577240943908691 (1.8961697811860918) | > loss_feat: 7.939312934875488 (7.21273120377353) | > loss_mel: 18.47482681274414 (18.218158195208314) | > loss_duration: 2.100564479827881 (2.0630209630503322) | > loss_1: 33.094017028808594 (31.907211758601623) | > grad_norm_1: tensor(376.3041, device='cuda:0') (tensor(212.2295, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.4155 (0.38221223982806973) | > loader_time: 0.0063 (0.004224334301808895)  --> TIME: 2024-06-11 07:11:47 -- STEP: 264/330 -- GLOBAL_STEP: 209375 | > loss_disc: 2.3141300678253174 (2.3414548238118487) | > loss_disc_real_0: 0.07712632417678833 (0.11711689541963013) | > loss_disc_real_1: 0.1752537190914154 (0.19983777702983585) | > loss_disc_real_2: 0.19000394642353058 (0.21448012876013914) | > loss_disc_real_3: 0.22944079339504242 (0.22770753152894252) | > loss_disc_real_4: 0.20591823756694794 (0.22633487149847276) | > loss_disc_real_5: 0.17484675347805023 (0.21807638826695352) | > loss_0: 2.3141300678253174 (2.3414548238118487) | > grad_norm_0: tensor(35.4288, device='cuda:0') (tensor(22.7108, device='cuda:0')) | > loss_gen: 2.269087791442871 (2.519618359479037) | > loss_kl: 1.936210036277771 (1.8986293361945585) | > loss_feat: 7.967716217041016 (7.2451787139430195) | > loss_mel: 17.55219078063965 (18.18870622461493) | > loss_duration: 2.170048713684082 (2.0701577523441035) | > loss_1: 31.895252227783203 (31.922290382963244) | > grad_norm_1: tensor(104.8740, device='cuda:0') (tensor(230.9458, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.4349 (0.38696234786149214) | > loader_time: 0.0063 (0.004377608949487867)  --> TIME: 2024-06-11 07:11:58 -- STEP: 289/330 -- GLOBAL_STEP: 209400 | > loss_disc: 2.398193836212158 (2.343118453108315) | > loss_disc_real_0: 0.07515165209770203 (0.11739609681817487) | > loss_disc_real_1: 0.20747631788253784 (0.20000955993535202) | > loss_disc_real_2: 0.18536104261875153 (0.21449911243775316) | > loss_disc_real_3: 0.22613653540611267 (0.22796355811782362) | > loss_disc_real_4: 0.24501512944698334 (0.22608742385999553) | > loss_disc_real_5: 0.21964286267757416 (0.21812808879725243) | > loss_0: 2.398193836212158 (2.343118453108315) | > grad_norm_0: tensor(37.5099, device='cuda:0') (tensor(23.6410, device='cuda:0')) | > loss_gen: 2.4829561710357666 (2.516501691514646) | > loss_kl: 1.8133054971694946 (1.9015707367431747) | > loss_feat: 7.455605983734131 (7.251440699950222) | > loss_mel: 17.474279403686523 (18.11658837803508) | > loss_duration: 2.20801043510437 (2.078947914925414) | > loss_1: 31.43415641784668 (31.865049408381378) | > grad_norm_1: tensor(215.1453, device='cuda:0') (tensor(246.1959, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.4564 (0.3928556920747854) | > loader_time: 0.0063 (0.004554757609911863)  --> TIME: 2024-06-11 07:12:11 -- STEP: 314/330 -- GLOBAL_STEP: 209425 | > loss_disc: 2.4881927967071533 (2.34312786494091) | > loss_disc_real_0: 0.15948060154914856 (0.11779105058236486) | > loss_disc_real_1: 0.1855633705854416 (0.20008291645794163) | > loss_disc_real_2: 0.20834042131900787 (0.214153240108566) | > loss_disc_real_3: 0.2222229391336441 (0.22746538498978705) | > loss_disc_real_4: 0.255130410194397 (0.22643277030082265) | > loss_disc_real_5: 0.19159092009067535 (0.21822587637954446) | > loss_0: 2.4881927967071533 (2.34312786494091) | > grad_norm_0: tensor(26.3051, device='cuda:0') (tensor(24.0072, device='cuda:0')) | > loss_gen: 2.708967447280884 (2.5154393357076468) | > loss_kl: 1.8525956869125366 (1.9043413165268626) | > loss_feat: 7.713678359985352 (7.2780308936052265) | > loss_mel: 17.82353973388672 (18.08916776195454) | > loss_duration: 2.273449659347534 (2.091035875924834) | > loss_1: 32.372230529785156 (31.87801515980132) | > grad_norm_1: tensor(149.1707, device='cuda:0') (tensor(253.3321, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.5704 (0.40258592708854896) | > loader_time: 0.0074 (0.00474934517198308)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2238478660583496 (2.2238478660583496) | > loss_disc_real_0: 0.09485933929681778 (0.09485933929681778) | > loss_disc_real_1: 0.21501168608665466 (0.21501168608665466) | > loss_disc_real_2: 0.21879978477954865 (0.21879978477954865) | > loss_disc_real_3: 0.26297712326049805 (0.26297712326049805) | > loss_disc_real_4: 0.2721230089664459 (0.2721230089664459) | > loss_disc_real_5: 0.2455517202615738 (0.2455517202615738) | > loss_0: 2.2238478660583496 (2.2238478660583496) | > loss_gen: 2.720766305923462 (2.720766305923462) | > loss_kl: 2.4954967498779297 (2.4954967498779297) | > loss_feat: 8.10002326965332 (8.10002326965332) | > loss_mel: 19.156490325927734 (19.156490325927734) | > loss_duration: 2.9413628578186035 (2.9413628578186035) | > loss_1: 35.41414260864258 (35.41414260864258)  --> STEP: 1 | > loss_disc: 2.254926919937134 (2.254926919937134) | > loss_disc_real_0: 0.06063159182667732 (0.06063159182667732) | > loss_disc_real_1: 0.12887230515480042 (0.12887230515480042) | > loss_disc_real_2: 0.2535935640335083 (0.2535935640335083) | > loss_disc_real_3: 0.29634398221969604 (0.29634398221969604) | > loss_disc_real_4: 0.278603196144104 (0.278603196144104) | > loss_disc_real_5: 0.26916056871414185 (0.26916056871414185) | > loss_0: 2.254926919937134 (2.254926919937134) | > loss_gen: 2.5498008728027344 (2.5498008728027344) | > loss_kl: 1.7188395261764526 (1.7188395261764526) | > loss_feat: 8.091876029968262 (8.091876029968262) | > loss_mel: 19.280420303344727 (19.280420303344727) | > loss_duration: 2.371150016784668 (2.371150016784668) | > loss_1: 34.012088775634766 (34.012088775634766)  --> STEP: 2 | > loss_disc: 2.659580707550049 (2.4572538137435913) | > loss_disc_real_0: 0.15101443231105804 (0.10582301206886768) | > loss_disc_real_1: 0.328535795211792 (0.2287040501832962) | > loss_disc_real_2: 0.24015352129936218 (0.24687354266643524) | > loss_disc_real_3: 0.34667593240737915 (0.3215099573135376) | > loss_disc_real_4: 0.40690258145332336 (0.3427528887987137) | > loss_disc_real_5: 0.41209691762924194 (0.3406287431716919) | > loss_0: 2.659580707550049 (2.4572538137435913) | > loss_gen: 3.01802921295166 (2.7839150428771973) | > loss_kl: 2.7416279315948486 (2.2302337288856506) | > loss_feat: 6.643589973449707 (7.367733001708984) | > loss_mel: 19.753328323364258 (19.516874313354492) | > loss_duration: 2.561213493347168 (2.466181755065918) | > loss_1: 34.71778869628906 (34.364938735961914)  --> STEP: 3 | > loss_disc: 2.0808043479919434 (2.331770658493042) | > loss_disc_real_0: 0.09376874566078186 (0.10180492326617241) | > loss_disc_real_1: 0.15366479754447937 (0.20369096597035727) | > loss_disc_real_2: 0.16824893653392792 (0.22066534062226614) | > loss_disc_real_3: 0.2326885461807251 (0.2919028202692668) | > loss_disc_real_4: 0.24100971221923828 (0.30883849660555523) | > loss_disc_real_5: 0.28421148657798767 (0.32182299097379047) | > loss_0: 2.0808043479919434 (2.331770658493042) | > loss_gen: 2.568117618560791 (2.711982568105062) | > loss_kl: 2.5958878993988037 (2.352118452390035) | > loss_feat: 5.872700214385986 (6.869388739267985) | > loss_mel: 17.856952667236328 (18.96356709798177) | > loss_duration: 2.2304611206054688 (2.387608210245768) | > loss_1: 31.12411880493164 (33.28466542561849)  --> STEP: 4 | > loss_disc: 2.3829355239868164 (2.3445618748664856) | > loss_disc_real_0: 0.1072876900434494 (0.10317561496049166) | > loss_disc_real_1: 0.19458304345607758 (0.20141398534178734) | > loss_disc_real_2: 0.26272034645080566 (0.23117909207940102) | > loss_disc_real_3: 0.35770049691200256 (0.3083522394299507) | > loss_disc_real_4: 0.28789982199668884 (0.3036038279533386) | > loss_disc_real_5: 0.2772935926914215 (0.31069064140319824) | > loss_0: 2.3829355239868164 (2.3445618748664856) | > loss_gen: 2.7028541564941406 (2.7097004652023315) | > loss_kl: 2.8870935440063477 (2.485862225294113) | > loss_feat: 4.32736349105835 (6.233882427215576) | > loss_mel: 17.446571350097656 (18.584318161010742) | > loss_duration: 2.269681453704834 (2.3581265211105347) | > loss_1: 29.633563995361328 (32.3718900680542)  --> STEP: 5 | > loss_disc: 2.6016180515289307 (2.3959731101989745) | > loss_disc_real_0: 0.13547444343566895 (0.10963538065552711) | > loss_disc_real_1: 0.20412595570087433 (0.20195637941360473) | > loss_disc_real_2: 0.31960219144821167 (0.24886371195316315) | > loss_disc_real_3: 0.31539982557296753 (0.3097617566585541) | > loss_disc_real_4: 0.36586493253707886 (0.31605604887008665) | > loss_disc_real_5: 0.4081054627895355 (0.3301736056804657) | > loss_0: 2.6016180515289307 (2.3959731101989745) | > loss_gen: 2.650424003601074 (2.6978451728820803) | > loss_kl: 2.0635018348693848 (2.4013901472091677) | > loss_feat: 4.713635444641113 (5.929833030700683) | > loss_mel: 18.849449157714844 (18.637344360351562) | > loss_duration: 2.3126420974731445 (2.3490296363830567) | > loss_1: 30.58965301513672 (32.0154426574707)  --> STEP: 6 | > loss_disc: 2.076079845428467 (2.3426575660705566) | > loss_disc_real_0: 0.11674328148365021 (0.11082003079354763) | > loss_disc_real_1: 0.19380229711532593 (0.20059736569722494) | > loss_disc_real_2: 0.22464127838611603 (0.24482663969198862) | > loss_disc_real_3: 0.2165253609418869 (0.2942223573724429) | > loss_disc_real_4: 0.27506062388420105 (0.3092234780391057) | > loss_disc_real_5: 0.20826701819896698 (0.3098558411002159) | > loss_0: 2.076079845428467 (2.3426575660705566) | > loss_gen: 2.7803187370300293 (2.7115907669067383) | > loss_kl: 2.286834716796875 (2.3822975754737854) | > loss_feat: 7.103523254394531 (6.125448067982991) | > loss_mel: 20.11639976501465 (18.883853594462078) | > loss_duration: 2.1410789489746094 (2.314371188481649) | > loss_1: 34.42815399169922 (32.41756121317545)  --> STEP: 7 | > loss_disc: 2.13346004486084 (2.31277220589774) | > loss_disc_real_0: 0.1583772897720337 (0.11761392493333135) | > loss_disc_real_1: 0.2265254110097885 (0.2043013721704483) | > loss_disc_real_2: 0.18719792366027832 (0.23659396597317287) | > loss_disc_real_3: 0.2734759747982025 (0.2912585884332657) | > loss_disc_real_4: 0.22828656435012817 (0.2976610617978232) | > loss_disc_real_5: 0.1985236406326294 (0.29395124103341785) | > loss_0: 2.13346004486084 (2.31277220589774) | > loss_gen: 2.7582645416259766 (2.7182584490094865) | > loss_kl: 3.6230409145355225 (2.5595466239111766) | > loss_feat: 7.880887508392334 (6.376225130898612) | > loss_mel: 18.846691131591797 (18.878544671194895) | > loss_duration: 2.48038649559021 (2.338087660925729) | > loss_1: 35.589271545410156 (32.870662689208984)  --> STEP: 8 | > loss_disc: 2.192399024963379 (2.297725558280945) | > loss_disc_real_0: 0.09527149796485901 (0.11482112156227231) | > loss_disc_real_1: 0.16846036911010742 (0.1998212467879057) | > loss_disc_real_2: 0.2043493688106537 (0.23256339132785797) | > loss_disc_real_3: 0.3269398510456085 (0.29571874625980854) | > loss_disc_real_4: 0.17623452842235565 (0.2824827451258898) | > loss_disc_real_5: 0.21933604776859283 (0.2846243418753147) | > loss_0: 2.192399024963379 (2.297725558280945) | > loss_gen: 2.5895113945007324 (2.7021650671958923) | > loss_kl: 2.73988938331604 (2.5820894688367844) | > loss_feat: 10.357550621032715 (6.873890817165375) | > loss_mel: 18.346546173095703 (18.812044858932495) | > loss_duration: 2.246971845626831 (2.3266981840133667) | > loss_1: 36.28046798706055 (33.29688835144043)  --> STEP: 9 | > loss_disc: 2.208693027496338 (2.287833054860433) | > loss_disc_real_0: 0.12098914384841919 (0.11550645737184419) | > loss_disc_real_1: 0.13887910544872284 (0.19304989775021872) | > loss_disc_real_2: 0.24154897034168243 (0.2335617889960607) | > loss_disc_real_3: 0.29570698738098145 (0.29571743971771663) | > loss_disc_real_4: 0.2671675384044647 (0.2807810554901759) | > loss_disc_real_5: 0.17407773435115814 (0.27234138548374176) | > loss_0: 2.208693027496338 (2.287833054860433) | > loss_gen: 2.8003273010253906 (2.7130719820658364) | > loss_kl: 2.548210859298706 (2.578325178888109) | > loss_feat: 11.896608352661133 (7.43197054333157) | > loss_mel: 19.865217208862305 (18.929064008924698) | > loss_duration: 2.1221280097961426 (2.303968164655897) | > loss_1: 39.23249053955078 (33.95639970567491)  --> STEP: 10 | > loss_disc: 2.4979169368743896 (2.3088414430618287) | > loss_disc_real_0: 0.23758596181869507 (0.12771440781652926) | > loss_disc_real_1: 0.2644374370574951 (0.20018865168094635) | > loss_disc_real_2: 0.28266826272010803 (0.23847243636846543) | > loss_disc_real_3: 0.255849689245224 (0.2917306646704674) | > loss_disc_real_4: 0.2687802314758301 (0.2795809730887413) | > loss_disc_real_5: 0.2738477885723114 (0.27249202579259874) | > loss_0: 2.4979169368743896 (2.3088414430618287) | > loss_gen: 2.7355360984802246 (2.7153183937072756) | > loss_kl: 2.5309250354766846 (2.5735851645469667) | > loss_feat: 4.966030120849609 (7.185376501083374) | > loss_mel: 14.580594062805176 (18.494217014312746) | > loss_duration: 2.266681671142578 (2.3002395153045656) | > loss_1: 27.07976722717285 (33.26873645782471)  --> STEP: 11 | > loss_disc: 2.5601017475128174 (2.3316832889210093) | > loss_disc_real_0: 0.14544036984443665 (0.1293258589099754) | > loss_disc_real_1: 0.22979478538036346 (0.20288011838089337) | > loss_disc_real_2: 0.2992555499076843 (0.24399817396293988) | > loss_disc_real_3: 0.286800354719162 (0.29128245467489416) | > loss_disc_real_4: 0.2859051823616028 (0.280155901204456) | > loss_disc_real_5: 0.2695663571357727 (0.27222605591470544) | > loss_0: 2.5601017475128174 (2.3316832889210093) | > loss_gen: 2.4729719161987305 (2.693286895751953) | > loss_kl: 3.1722629070281982 (2.6280104138634424) | > loss_feat: 6.327190399169922 (7.1073595827276055) | > loss_mel: 15.957098007202148 (18.263569831848145) | > loss_duration: 2.4999239444732666 (2.3183926452289927) | > loss_1: 30.429447174072266 (33.01061925021085)  --> STEP: 12 | > loss_disc: 2.440967082977295 (2.340790271759033) | > loss_disc_real_0: 0.11206355690956116 (0.1278873337432742) | > loss_disc_real_1: 0.20600798726081848 (0.20314077412088713) | > loss_disc_real_2: 0.24670474231243134 (0.2442237213253975) | > loss_disc_real_3: 0.2886091470718384 (0.2910596790413062) | > loss_disc_real_4: 0.2813207805156708 (0.28025297448039055) | > loss_disc_real_5: 0.24886471033096313 (0.27027927711606026) | > loss_0: 2.440967082977295 (2.340790271759033) | > loss_gen: 2.358933925628662 (2.6654241482416787) | > loss_kl: 2.032348871231079 (2.578371951977412) | > loss_feat: 6.173300743103027 (7.029521346092224) | > loss_mel: 16.189804077148438 (18.0907560189565) | > loss_duration: 2.2606682777404785 (2.3135822812716165) | > loss_1: 29.015056610107422 (32.6776556968689)  --> STEP: 13 | > loss_disc: 2.601123094558716 (2.360815873512855) | > loss_disc_real_0: 0.16229012608528137 (0.13053370238496706) | > loss_disc_real_1: 0.2435673326253891 (0.2062505093904642) | > loss_disc_real_2: 0.2573845386505127 (0.24523609188886789) | > loss_disc_real_3: 0.32190170884132385 (0.29343214287207675) | > loss_disc_real_4: 0.28180834650993347 (0.2803726184826631) | > loss_disc_real_5: 0.20556241273880005 (0.26530105677934795) | > loss_0: 2.601123094558716 (2.360815873512855) | > loss_gen: 2.3216896057128906 (2.638983029585618) | > loss_kl: 2.731448173522949 (2.5901470459424534) | > loss_feat: 4.896819114685059 (6.865467328291673) | > loss_mel: 14.101578712463379 (17.783896226149338) | > loss_duration: 2.138880968093872 (2.3001437187194824) | > loss_1: 26.190418243408203 (32.17863743121807)  --> STEP: 14 | > loss_disc: 2.1841318607330322 (2.348195586885725) | > loss_disc_real_0: 0.09822431206703186 (0.12822588879082883) | > loss_disc_real_1: 0.1419442594051361 (0.20165720582008362) | > loss_disc_real_2: 0.25515300035476685 (0.24594444249357497) | > loss_disc_real_3: 0.2489808350801468 (0.2902570494583675) | > loss_disc_real_4: 0.24879559874534607 (0.27811711707285475) | > loss_disc_real_5: 0.2223181277513504 (0.2622308475630624) | > loss_0: 2.1841318607330322 (2.348195586885725) | > loss_gen: 2.4448394775390625 (2.6251156330108643) | > loss_kl: 3.2466654777526855 (2.637041219643184) | > loss_feat: 7.045154571533203 (6.878302131380353) | > loss_mel: 19.484710693359375 (17.9053829738072) | > loss_duration: 2.3690099716186523 (2.3050627367837087) | > loss_1: 34.59038162231445 (32.35090487343924)  --> STEP: 15 | > loss_disc: 2.3890795707702637 (2.3509211858113606) | > loss_disc_real_0: 0.13660776615142822 (0.12878468061486878) | > loss_disc_real_1: 0.1749996691942215 (0.1998800367116928) | > loss_disc_real_2: 0.2632738947868347 (0.24709973931312562) | > loss_disc_real_3: 0.3220134973526001 (0.29237414598464967) | > loss_disc_real_4: 0.28602540493011475 (0.27864433626333873) | > loss_disc_real_5: 0.3454722762107849 (0.2677802761395772) | > loss_0: 2.3890795707702637 (2.3509211858113606) | > loss_gen: 2.8546950817108154 (2.640420929590861) | > loss_kl: 3.3897664546966553 (2.6872229019800824) | > loss_feat: 8.079901695251465 (6.958408768971761) | > loss_mel: 19.323734283447266 (17.999939727783204) | > loss_duration: 2.3433666229248047 (2.3076163291931153) | > loss_1: 35.99146270751953 (32.59360872904459)  --> STEP: 16 | > loss_disc: 2.4969756603240967 (2.3600495904684067) | > loss_disc_real_0: 0.13476155698299408 (0.12915823538787663) | > loss_disc_real_1: 0.20674672722816467 (0.2003092048689723) | > loss_disc_real_2: 0.26987960934638977 (0.24852348119020462) | > loss_disc_real_3: 0.33871155977249146 (0.29527023434638977) | > loss_disc_real_4: 0.28330186009407043 (0.27893543150275946) | > loss_disc_real_5: 0.27805647253990173 (0.2684225384145975) | > loss_0: 2.4969756603240967 (2.3600495904684067) | > loss_gen: 2.484201669692993 (2.6306572258472443) | > loss_kl: 2.452720880508423 (2.6725665256381035) | > loss_feat: 7.304154872894287 (6.980017900466919) | > loss_mel: 16.464550018310547 (17.903977870941162) | > loss_duration: 2.3104662895202637 (2.307794451713562) | > loss_1: 31.016094207763672 (32.49501407146453)  --> STEP: 17 | > loss_disc: 2.4799818992614746 (2.3671044321621166) | > loss_disc_real_0: 0.09610287845134735 (0.12721380262690432) | > loss_disc_real_1: 0.20202897489070892 (0.2004103678114274) | > loss_disc_real_2: 0.26605385541915894 (0.24955467967426076) | > loss_disc_real_3: 0.3558424115180969 (0.2988333035917843) | > loss_disc_real_4: 0.3546590209007263 (0.28338976029087515) | > loss_disc_real_5: 0.31115788221359253 (0.27093638216747956) | > loss_0: 2.4799818992614746 (2.3671044321621166) | > loss_gen: 2.674699544906616 (2.6332479504977955) | > loss_kl: 2.162353754043579 (2.642554009661955) | > loss_feat: 7.135531902313232 (6.989165782928467) | > loss_mel: 19.54796028137207 (18.000682718613568) | > loss_duration: 2.467601776123047 (2.3171948825611786) | > loss_1: 33.9881477355957 (32.582845463472246)  --> STEP: 18 | > loss_disc: 1.9944789409637451 (2.3464030159844294) | > loss_disc_real_0: 0.10157765448093414 (0.1257895721743504) | > loss_disc_real_1: 0.10197383910417557 (0.19494167177213562) | > loss_disc_real_2: 0.18989720940589905 (0.24624037577046287) | > loss_disc_real_3: 0.17540505528450012 (0.2919761786858241) | > loss_disc_real_4: 0.1627572476863861 (0.2766879540350702) | > loss_disc_real_5: 0.14689594507217407 (0.26404524677329594) | > loss_0: 1.9944789409637451 (2.3464030159844294) | > loss_gen: 2.4397215843200684 (2.622496485710144) | > loss_kl: 2.2608025074005127 (2.6213455928696527) | > loss_feat: 12.15782642364502 (7.276313596301609) | > loss_mel: 18.92703628540039 (18.05214680565728) | > loss_duration: 2.208507537841797 (2.3111566967434354) | > loss_1: 37.993892669677734 (32.88345919715033)  --> STEP: 19 | > loss_disc: 2.609645128250122 (2.360257863998413) | > loss_disc_real_0: 0.2093099057674408 (0.1301853792055657) | > loss_disc_real_1: 0.2691227197647095 (0.1988459374559553) | > loss_disc_real_2: 0.3028857111930847 (0.24922170921375877) | > loss_disc_real_3: 0.29322874546051025 (0.2920421032529128) | > loss_disc_real_4: 0.33105605840682983 (0.27954943321253123) | > loss_disc_real_5: 0.27930769324302673 (0.2648485334295976) | > loss_0: 2.609645128250122 (2.360257863998413) | > loss_gen: 2.557781934738159 (2.6190904567116187) | > loss_kl: 1.6941944360733032 (2.5725481635645817) | > loss_feat: 5.973907470703125 (7.207765905480636) | > loss_mel: 16.669816970825195 (17.979392603824014) | > loss_duration: 2.2729454040527344 (2.3091455760755037) | > loss_1: 29.16864585876465 (32.68794270565635)  --> STEP: 20 | > loss_disc: 2.363205909729004 (2.3604052662849426) | > loss_disc_real_0: 0.13430966436862946 (0.1303915934637189) | > loss_disc_real_1: 0.13064013421535492 (0.1954356472939253) | > loss_disc_real_2: 0.31784290075302124 (0.2526527687907219) | > loss_disc_real_3: 0.27213504910469055 (0.2910467505455017) | > loss_disc_real_4: 0.3021968901157379 (0.28068180605769155) | > loss_disc_real_5: 0.27793747186660767 (0.26550298035144804) | > loss_0: 2.363205909729004 (2.3604052662849426) | > loss_gen: 2.750321388244629 (2.625652003288269) | > loss_kl: 1.8313257694244385 (2.5354870438575743) | > loss_feat: 5.329412460327148 (7.113848233222962) | > loss_mel: 18.337665557861328 (17.997306251525877) | > loss_duration: 2.2807483673095703 (2.307725715637207) | > loss_1: 30.52947425842285 (32.580019283294675)  --> STEP: 21 | > loss_disc: 2.4025967121124268 (2.362414382752918) | > loss_disc_real_0: 0.11304106563329697 (0.1295653778527464) | > loss_disc_real_1: 0.19590912759304047 (0.19545819397483552) | > loss_disc_real_2: 0.19248099625110626 (0.24978744628883542) | > loss_disc_real_3: 0.28816941380500793 (0.2909097345102401) | > loss_disc_real_4: 0.2799454629421234 (0.2806467420998074) | > loss_disc_real_5: 0.2706770598888397 (0.26574936509132385) | > loss_0: 2.4025967121124268 (2.362414382752918) | > loss_gen: 2.3884658813476562 (2.614357426053002) | > loss_kl: 2.1032142639160156 (2.5149026257651195) | > loss_feat: 5.949414253234863 (7.058398996080671) | > loss_mel: 17.978164672851562 (17.996394747779483) | > loss_duration: 2.1831045150756836 (2.301791372753325) | > loss_1: 30.60236358642578 (32.4858452024914)  --> STEP: 22 | > loss_disc: 2.405928134918213 (2.3643922805786133) | > loss_disc_real_0: 0.14354872703552246 (0.13020098463378169) | > loss_disc_real_1: 0.2643572986125946 (0.19858997145837004) | > loss_disc_real_2: 0.15215127170085907 (0.24534943835301834) | > loss_disc_real_3: 0.23696933686733246 (0.2884578982537443) | > loss_disc_real_4: 0.2590627372264862 (0.2796656509692019) | > loss_disc_real_5: 0.24160759150981903 (0.26465201174671) | > loss_0: 2.405928134918213 (2.3643922805786133) | > loss_gen: 2.4076502323150635 (2.604961644519459) | > loss_kl: 2.0043861865997314 (2.4916973330757837) | > loss_feat: 8.422752380371094 (7.120415059002963) | > loss_mel: 22.421255111694336 (18.197524764321066) | > loss_duration: 2.174616575241089 (2.2960107001391323) | > loss_1: 37.430660247802734 (32.710609522732824)  --> STEP: 23 | > loss_disc: 2.550605058670044 (2.3724884883217188) | > loss_disc_real_0: 0.20747561752796173 (0.13356075128135475) | > loss_disc_real_1: 0.22852779924869537 (0.19989161614490591) | > loss_disc_real_2: 0.2279728204011917 (0.24459393322467804) | > loss_disc_real_3: 0.2564237415790558 (0.28706510883310565) | > loss_disc_real_4: 0.23072181642055511 (0.27753765816273895) | > loss_disc_real_5: 0.2206754833459854 (0.26273998877276544) | > loss_0: 2.550605058670044 (2.3724884883217188) | > loss_gen: 2.2627482414245605 (2.5900828009066372) | > loss_kl: 2.4996166229248047 (2.492041650025741) | > loss_feat: 6.368533134460449 (7.087724540544593) | > loss_mel: 16.911911010742188 (18.141628514165465) | > loss_duration: 2.2640767097473145 (2.294622265774271) | > loss_1: 30.306884765625 (32.606099750684656)  --> STEP: 24 | > loss_disc: 2.557964563369751 (2.3802166581153865) | > loss_disc_real_0: 0.12855985760688782 (0.1333523807115853) | > loss_disc_real_1: 0.19357651472091675 (0.19962848691890636) | > loss_disc_real_2: 0.21307429671287537 (0.24328061503668627) | > loss_disc_real_3: 0.32744237780570984 (0.2887474950402975) | > loss_disc_real_4: 0.3434069752693176 (0.28028221304217976) | > loss_disc_real_5: 0.35513100028038025 (0.2665896142522494) | > loss_0: 2.557964563369751 (2.3802166581153865) | > loss_gen: 2.452116012573242 (2.584334184726079) | > loss_kl: 2.385180950164795 (2.4875891208648686) | > loss_feat: 5.921205043792725 (7.039119561513265) | > loss_mel: 17.718120574951172 (18.123982350031536) | > loss_duration: 2.435350179672241 (2.300485928853353) | > loss_1: 30.911972045898438 (32.535511096318565)  --> STEP: 25 | > loss_disc: 2.3706092834472656 (2.3798323631286618) | > loss_disc_real_0: 0.08721627295017242 (0.13150693640112882) | > loss_disc_real_1: 0.18545253574848175 (0.19906144887208937) | > loss_disc_real_2: 0.21591433882713318 (0.24218596398830414) | > loss_disc_real_3: 0.33129432797431946 (0.2904493683576584) | > loss_disc_real_4: 0.3411221504211426 (0.28271581053733824) | > loss_disc_real_5: 0.23373346030712128 (0.2652753680944443) | > loss_0: 2.3706092834472656 (2.3798323631286618) | > loss_gen: 2.5151185989379883 (2.5815655612945556) | > loss_kl: 2.5804970264434814 (2.4913054370880134) | > loss_feat: 8.174572944641113 (7.084537696838379) | > loss_mel: 17.009958267211914 (18.07942138671875) | > loss_duration: 2.367593765258789 (2.3031702423095703) | > loss_1: 32.647743225097656 (32.540000381469724)  --> STEP: 26 | > loss_disc: 2.7625560760498047 (2.394552505933321) | > loss_disc_real_0: 0.1585904359817505 (0.13254860946192196) | > loss_disc_real_1: 0.16145412623882294 (0.19761501338619453) | > loss_disc_real_2: 0.26404261589050293 (0.243026604446081) | > loss_disc_real_3: 0.3477025628089905 (0.2926514142980942) | > loss_disc_real_4: 0.30592891573905945 (0.283608622275866) | > loss_disc_real_5: 0.31466469168663025 (0.26717495746337455) | > loss_0: 2.7625560760498047 (2.394552505933321) | > loss_gen: 2.0028584003448486 (2.5593075935657206) | > loss_kl: 2.1133413314819336 (2.4767683561031646) | > loss_feat: 4.379020690917969 (6.980479350456824) | > loss_mel: 11.28557300567627 (17.818119525909424) | > loss_duration: 2.3023266792297363 (2.3031377975757303) | > loss_1: 22.083120346069336 (32.13781268780048) --> EVAL PERFORMANCE | > avg_loader_time: 0.002412924399742713 (-0.0001538166633019084) | > avg_loss_disc: 2.394552505933321 (+0.03697673632548337) | > avg_loss_disc_real_0: 0.13254860946192196 (+0.016077969079980534) | > avg_loss_disc_real_1: 0.19761501338619453 (+0.022744411459335923) | > avg_loss_disc_real_2: 0.243026604446081 (+0.01637210353062704) | > avg_loss_disc_real_3: 0.2926514142980942 (+0.029523214468589187) | > avg_loss_disc_real_4: 0.283608622275866 (+0.06153952502287349) | > avg_loss_disc_real_5: 0.26717495746337455 (+0.03060701202887761) | > avg_loss_0: 2.394552505933321 (+0.03697673632548337) | > avg_loss_gen: 2.5593075935657206 (+0.2126470666665301) | > avg_loss_kl: 2.4767683561031646 (+0.0011382882411674622) | > avg_loss_feat: 6.980479350456824 (+0.5983811250099764) | > avg_loss_mel: 17.818119525909424 (+0.5545766537006074) | > avg_loss_duration: 2.3031377975757303 (-0.009675823725187271) | > avg_loss_1: 32.13781268780048 (+1.3570674015925448)  > EPOCH: 368/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:12:39)   --> TIME: 2024-06-11 07:12:43 -- STEP: 9/330 -- GLOBAL_STEP: 209450 | > loss_disc: 2.4078474044799805 (2.388740963406033) | > loss_disc_real_0: 0.07653014361858368 (0.10689200626479255) | > loss_disc_real_1: 0.19961751997470856 (0.19955709079901376) | > loss_disc_real_2: 0.21796773374080658 (0.21849683258268568) | > loss_disc_real_3: 0.2268235981464386 (0.23217685851785871) | > loss_disc_real_4: 0.22928690910339355 (0.2301583786805471) | > loss_disc_real_5: 0.23997686803340912 (0.22846692303816477) | > loss_0: 2.4078474044799805 (2.388740963406033) | > grad_norm_0: tensor(8.6039, device='cuda:0') (tensor(8.2483, device='cuda:0')) | > loss_gen: 2.4606916904449463 (2.4179644054836698) | > loss_kl: 1.8931589126586914 (1.8673330810334947) | > loss_feat: 7.232872486114502 (6.735608047909206) | > loss_mel: 19.231502532958984 (18.622717327541775) | > loss_duration: 2.118556499481201 (2.1733453803592258) | > loss_1: 32.93678283691406 (31.816969129774307) | > grad_norm_1: tensor(61.4157, device='cuda:0') (tensor(66.6551, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3474 (0.36089364687601727) | > loader_time: 0.0029 (0.0034132268693712023)  --> TIME: 2024-06-11 07:12:52 -- STEP: 34/330 -- GLOBAL_STEP: 209475 | > loss_disc: 2.280076503753662 (2.3315770906560562) | > loss_disc_real_0: 0.10551531612873077 (0.10857019814498284) | > loss_disc_real_1: 0.21853448450565338 (0.2047870176679948) | > loss_disc_real_2: 0.17688269913196564 (0.21365359557025573) | > loss_disc_real_3: 0.2176675796508789 (0.22743993208688848) | > loss_disc_real_4: 0.224326953291893 (0.22310247754349427) | > loss_disc_real_5: 0.19922560453414917 (0.21619585419402404) | > loss_0: 2.280076503753662 (2.3315770906560562) | > grad_norm_0: tensor(7.5039, device='cuda:0') (tensor(10.5552, device='cuda:0')) | > loss_gen: 2.6101088523864746 (2.4771417028763714) | > loss_kl: 2.044102191925049 (1.8701503241763395) | > loss_feat: 7.304685592651367 (6.999416561687694) | > loss_mel: 18.12633514404297 (18.398099899291992) | > loss_duration: 2.0665442943573 (2.0702294917667614) | > loss_1: 32.15177536010742 (31.815037895651425) | > grad_norm_1: tensor(184.4457, device='cuda:0') (tensor(99.5003, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3582 (0.3575669106315164) | > loader_time: 0.0038 (0.003300014664145077)  --> TIME: 2024-06-11 07:13:01 -- STEP: 59/330 -- GLOBAL_STEP: 209500 | > loss_disc: 2.443718910217285 (2.3475984880479714) | > loss_disc_real_0: 0.1340206265449524 (0.11248289812671936) | > loss_disc_real_1: 0.19851943850517273 (0.20349210930072656) | > loss_disc_real_2: 0.21873919665813446 (0.2156233120772798) | > loss_disc_real_3: 0.24227386713027954 (0.2304809010129864) | > loss_disc_real_4: 0.2241942286491394 (0.22716036489454366) | > loss_disc_real_5: 0.24757495522499084 (0.21962957412509596) | > loss_0: 2.443718910217285 (2.3475984880479714) | > grad_norm_0: tensor(32.4845, device='cuda:0') (tensor(13.0678, device='cuda:0')) | > loss_gen: 2.329996109008789 (2.4903567524279584) | > loss_kl: 1.8591915369033813 (1.8929033723928161) | > loss_feat: 6.9774041175842285 (7.114289202932584) | > loss_mel: 17.524673461914062 (18.298398034047263) | > loss_duration: 1.9841954708099365 (2.0431448221206674) | > loss_1: 30.675460815429688 (31.839092319294558) | > grad_norm_1: tensor(337.0005, device='cuda:0') (tensor(143.5339, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3672 (0.3592896905996032) | > loader_time: 0.0036 (0.0033900252843307235) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_209500.pth  --> TIME: 2024-06-11 07:13:16 -- STEP: 84/330 -- GLOBAL_STEP: 209525 | > loss_disc: 2.3914003372192383 (2.3431945443153386) | > loss_disc_real_0: 0.1248694509267807 (0.1128120082208798) | > loss_disc_real_1: 0.1682526171207428 (0.20126983381453015) | > loss_disc_real_2: 0.19475194811820984 (0.21555400409159206) | > loss_disc_real_3: 0.21179062128067017 (0.2288392787533147) | > loss_disc_real_4: 0.22457453608512878 (0.22591578942679225) | > loss_disc_real_5: 0.21106119453907013 (0.21794851035589263) | > loss_0: 2.3914003372192383 (2.3431945443153386) | > grad_norm_0: tensor(24.3885, device='cuda:0') (tensor(16.0293, device='cuda:0')) | > loss_gen: 2.51062273979187 (2.4959799108051124) | > loss_kl: 2.0048835277557373 (1.8891822227409907) | > loss_feat: 7.451424598693848 (7.171781840778532) | > loss_mel: 18.664030075073242 (18.331858453296473) | > loss_duration: 2.0969574451446533 (2.0335008956137166) | > loss_1: 32.7279167175293 (31.922303404126847) | > grad_norm_1: tensor(311.5166, device='cuda:0') (tensor(182.4920, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3639 (0.3617997879073733) | > loader_time: 0.0041 (0.0035150420098077682)  --> TIME: 2024-06-11 07:13:26 -- STEP: 109/330 -- GLOBAL_STEP: 209550 | > loss_disc: 2.2370009422302246 (2.3382885871677224) | > loss_disc_real_0: 0.1156531274318695 (0.1134753779875576) | > loss_disc_real_1: 0.20196586847305298 (0.20095659587361397) | > loss_disc_real_2: 0.18663574755191803 (0.21444072403492184) | > loss_disc_real_3: 0.2049933671951294 (0.22811388367906624) | > loss_disc_real_4: 0.23284432291984558 (0.22692487737454406) | > loss_disc_real_5: 0.2011370211839676 (0.21794583887682048) | > loss_0: 2.2370009422302246 (2.3382885871677224) | > grad_norm_0: tensor(50.5822, device='cuda:0') (tensor(18.5687, device='cuda:0')) | > loss_gen: 2.6574816703796387 (2.5049555542272164) | > loss_kl: 1.9634044170379639 (1.886065659173038) | > loss_feat: 7.337822914123535 (7.170963182361848) | > loss_mel: 18.24199676513672 (18.301511187072187) | > loss_duration: 1.9694583415985107 (2.033456053208869) | > loss_1: 32.170166015625 (31.896951797905317) | > grad_norm_1: tensor(333.5972, device='cuda:0') (tensor(212.7616, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3817 (0.3674189453824944) | > loader_time: 0.0039 (0.003670950548364482)  --> TIME: 2024-06-11 07:13:35 -- STEP: 134/330 -- GLOBAL_STEP: 209575 | > loss_disc: 2.3916499614715576 (2.338440096200402) | > loss_disc_real_0: 0.08692982792854309 (0.11270831113875802) | > loss_disc_real_1: 0.16683699190616608 (0.20000710393955462) | > loss_disc_real_2: 0.2194615751504898 (0.2145246973455842) | > loss_disc_real_3: 0.20495618879795074 (0.22829637643116624) | > loss_disc_real_4: 0.2322757989168167 (0.22739208556378065) | > loss_disc_real_5: 0.24379660189151764 (0.21840385047357475) | > loss_0: 2.3916499614715576 (2.338440096200402) | > grad_norm_0: tensor(27.7263, device='cuda:0') (tensor(20.5616, device='cuda:0')) | > loss_gen: 2.4963200092315674 (2.5181461981873015) | > loss_kl: 1.9496212005615234 (1.8923067237014202) | > loss_feat: 7.285569667816162 (7.189701165725935) | > loss_mel: 18.680688858032227 (18.31325788640263) | > loss_duration: 2.029099225997925 (2.0364018082618727) | > loss_1: 32.44129943847656 (31.949813899709216) | > grad_norm_1: tensor(250.1065, device='cuda:0') (tensor(225.5883, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3668 (0.3701859445714239) | > loader_time: 0.0043 (0.003790433727093597)  --> TIME: 2024-06-11 07:13:45 -- STEP: 159/330 -- GLOBAL_STEP: 209600 | > loss_disc: 2.4416863918304443 (2.3395289265134798) | > loss_disc_real_0: 0.19384369254112244 (0.1135247048904311) | > loss_disc_real_1: 0.2271958589553833 (0.20008078442429597) | > loss_disc_real_2: 0.1999402940273285 (0.21439462647123156) | > loss_disc_real_3: 0.2303134948015213 (0.22883016948804916) | > loss_disc_real_4: 0.2516692578792572 (0.22670426936644428) | > loss_disc_real_5: 0.2029314786195755 (0.21849875452008638) | > loss_0: 2.4416863918304443 (2.3395289265134798) | > grad_norm_0: tensor(62.6235, device='cuda:0') (tensor(23.3129, device='cuda:0')) | > loss_gen: 2.3917434215545654 (2.523317450997216) | > loss_kl: 2.0562808513641357 (1.8976196582962133) | > loss_feat: 6.399081230163574 (7.18267962017899) | > loss_mel: 17.201671600341797 (18.30223763663813) | > loss_duration: 2.037881374359131 (2.038427103990279) | > loss_1: 30.086658477783203 (31.944281584061915) | > grad_norm_1: tensor(301.6324, device='cuda:0') (tensor(243.2257, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3779 (0.3715957800547282) | > loader_time: 0.0043 (0.0038579200048866513)  --> TIME: 2024-06-11 07:13:55 -- STEP: 184/330 -- GLOBAL_STEP: 209625 | > loss_disc: 2.3990914821624756 (2.3389425886713933) | > loss_disc_real_0: 0.07717332243919373 (0.1133188373895119) | > loss_disc_real_1: 0.2179032415151596 (0.19949848569281722) | > loss_disc_real_2: 0.2745358943939209 (0.21495293947341648) | > loss_disc_real_3: 0.2718474864959717 (0.22788905595307765) | > loss_disc_real_4: 0.2251257449388504 (0.22705592960119247) | > loss_disc_real_5: 0.21790453791618347 (0.21867186325075832) | > loss_0: 2.3990914821624756 (2.3389425886713933) | > grad_norm_0: tensor(8.1938, device='cuda:0') (tensor(25.0160, device='cuda:0')) | > loss_gen: 2.6628854274749756 (2.531082630157472) | > loss_kl: 1.85603666305542 (1.9007365671188936) | > loss_feat: 7.445559024810791 (7.223977957082831) | > loss_mel: 17.846460342407227 (18.267621600109592) | > loss_duration: 2.0744690895080566 (2.0443651572517716) | > loss_1: 31.88541030883789 (31.96778399011363) | > grad_norm_1: tensor(356.3393, device='cuda:0') (tensor(257.3652, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3825 (0.37400767077570374) | > loader_time: 0.0052 (0.0039509249770123015)  --> TIME: 2024-06-11 07:14:05 -- STEP: 209/330 -- GLOBAL_STEP: 209650 | > loss_disc: 2.2994234561920166 (2.338549891157013) | > loss_disc_real_0: 0.12000265717506409 (0.11398020634454403) | > loss_disc_real_1: 0.16736701130867004 (0.1996185830905677) | > loss_disc_real_2: 0.18069446086883545 (0.21462631161418258) | > loss_disc_real_3: 0.22205160558223724 (0.22817787649243643) | > loss_disc_real_4: 0.2331862449645996 (0.22658447757292022) | > loss_disc_real_5: 0.1742495596408844 (0.21883900370894438) | > loss_0: 2.2994234561920166 (2.338549891157013) | > grad_norm_0: tensor(11.3504, device='cuda:0') (tensor(25.7156, device='cuda:0')) | > loss_gen: 2.5054240226745605 (2.5298020235089034) | > loss_kl: 1.7735282182693481 (1.8996137808384508) | > loss_feat: 7.488316059112549 (7.230396519437361) | > loss_mel: 17.59060287475586 (18.220631184190076) | > loss_duration: 2.128053665161133 (2.051519442973523) | > loss_1: 31.485925674438477 (31.931963039927506) | > grad_norm_1: tensor(319.0605, device='cuda:0') (tensor(272.3672, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.3873 (0.37678127311633536) | > loader_time: 0.0055 (0.004064454986718281)  --> TIME: 2024-06-11 07:14:16 -- STEP: 234/330 -- GLOBAL_STEP: 209675 | > loss_disc: 2.413209915161133 (2.336762614739247) | > loss_disc_real_0: 0.14547862112522125 (0.114497457511532) | > loss_disc_real_1: 0.1935284584760666 (0.19930080642812273) | > loss_disc_real_2: 0.24342484772205353 (0.21491802401012844) | > loss_disc_real_3: 0.23446421325206757 (0.22811917209217691) | > loss_disc_real_4: 0.2627427279949188 (0.22661143496759936) | > loss_disc_real_5: 0.2520781457424164 (0.21856450614256737) | > loss_0: 2.413209915161133 (2.336762614739247) | > grad_norm_0: tensor(50.7042, device='cuda:0') (tensor(26.0908, device='cuda:0')) | > loss_gen: 2.3550772666931152 (2.528333538617844) | > loss_kl: 1.8584678173065186 (1.9005772670110066) | > loss_feat: 6.142023086547852 (7.2236767671047115) | > loss_mel: 17.164228439331055 (18.172967625479405) | > loss_duration: 2.134810447692871 (2.059216158002867) | > loss_1: 29.654605865478516 (31.884771436707588) | > grad_norm_1: tensor(306.6362, device='cuda:0') (tensor(281.1823, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.4104 (0.3800450400409535) | > loader_time: 0.0053 (0.0041889319053063)  --> TIME: 2024-06-11 07:14:26 -- STEP: 259/330 -- GLOBAL_STEP: 209700 | > loss_disc: 2.3144335746765137 (2.337822621393388) | > loss_disc_real_0: 0.1350233405828476 (0.11580277414107876) | > loss_disc_real_1: 0.21232108771800995 (0.1995161666488095) | > loss_disc_real_2: 0.23928780853748322 (0.21497339332425916) | > loss_disc_real_3: 0.23094624280929565 (0.22804190695976198) | > loss_disc_real_4: 0.2109864503145218 (0.22633890209280846) | > loss_disc_real_5: 0.2302539348602295 (0.2184599713354037) | > loss_0: 2.3144335746765137 (2.337822621393388) | > grad_norm_0: tensor(44.6423, device='cuda:0') (tensor(27.1702, device='cuda:0')) | > loss_gen: 2.525921106338501 (2.528501963523365) | > loss_kl: 1.8424543142318726 (1.904024741364262) | > loss_feat: 7.335426330566406 (7.242331917221482) | > loss_mel: 17.805564880371094 (18.1319239774726) | > loss_duration: 2.1488900184631348 (2.066497875456642) | > loss_1: 31.658254623413086 (31.873280543618222) | > grad_norm_1: tensor(282.7012, device='cuda:0') (tensor(294.2557, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.4275 (0.3844708374568394) | > loader_time: 0.0061 (0.004335317832622748)  --> TIME: 2024-06-11 07:14:38 -- STEP: 284/330 -- GLOBAL_STEP: 209725 | > loss_disc: 2.445634603500366 (2.3412348015207636) | > loss_disc_real_0: 0.1931893527507782 (0.1172387695831942) | > loss_disc_real_1: 0.2573314607143402 (0.20007321311974188) | > loss_disc_real_2: 0.27916219830513 (0.21503340704760085) | > loss_disc_real_3: 0.23297806084156036 (0.22795622035021512) | > loss_disc_real_4: 0.2203570455312729 (0.22658991178786256) | > loss_disc_real_5: 0.22885075211524963 (0.2188731905230334) | > loss_0: 2.445634603500366 (2.3412348015207636) | > grad_norm_0: tensor(78.0480, device='cuda:0') (tensor(28.8808, device='cuda:0')) | > loss_gen: 2.545077085494995 (2.530698434567789) | > loss_kl: 1.7705819606781006 (1.9049205759041745) | > loss_feat: 7.23488712310791 (7.257947968765044) | > loss_mel: 16.950014114379883 (18.094043241420255) | > loss_duration: 2.1674599647521973 (2.075462672911897) | > loss_1: 30.668018341064453 (31.863072932606013) | > grad_norm_1: tensor(529.6274, device='cuda:0') (tensor(307.8046, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.4543 (0.3896250800347664) | > loader_time: 0.0071 (0.004507782593579358)  --> TIME: 2024-06-11 07:14:50 -- STEP: 309/330 -- GLOBAL_STEP: 209750 | > loss_disc: 2.404980421066284 (2.3417107449380317) | > loss_disc_real_0: 0.13252849876880646 (0.11782888394198757) | > loss_disc_real_1: 0.25609108805656433 (0.20047750316777277) | > loss_disc_real_2: 0.2554491460323334 (0.215109874708367) | > loss_disc_real_3: 0.21425610780715942 (0.22782202185550554) | > loss_disc_real_4: 0.19119542837142944 (0.22615035292978816) | > loss_disc_real_5: 0.20338782668113708 (0.2185243443377967) | > loss_0: 2.404980421066284 (2.3417107449380317) | > grad_norm_0: tensor(21.7946, device='cuda:0') (tensor(29.9891, device='cuda:0')) | > loss_gen: 2.26283597946167 (2.528305436415195) | > loss_kl: 1.9623231887817383 (1.9076770165977355) | > loss_feat: 6.5431389808654785 (7.2701847823306585) | > loss_mel: 17.21300506591797 (18.052874096003155) | > loss_duration: 2.2517290115356445 (2.0867333767097724) | > loss_1: 30.2330322265625 (31.845774764767743) | > grad_norm_1: tensor(175.0428, device='cuda:0') (tensor(316.0458, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.517 (0.3966380137841679) | > loader_time: 0.007 (0.00469251358007536)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.336463451385498 (2.336463451385498) | > loss_disc_real_0: 0.08764277398586273 (0.08764277398586273) | > loss_disc_real_1: 0.19795894622802734 (0.19795894622802734) | > loss_disc_real_2: 0.16352500021457672 (0.16352500021457672) | > loss_disc_real_3: 0.23093825578689575 (0.23093825578689575) | > loss_disc_real_4: 0.26882463693618774 (0.26882463693618774) | > loss_disc_real_5: 0.2624395489692688 (0.2624395489692688) | > loss_0: 2.336463451385498 (2.336463451385498) | > loss_gen: 2.4863104820251465 (2.4863104820251465) | > loss_kl: 1.766959309577942 (1.766959309577942) | > loss_feat: 6.5647711753845215 (6.5647711753845215) | > loss_mel: 17.88555335998535 (17.88555335998535) | > loss_duration: 2.7693986892700195 (2.7693986892700195) | > loss_1: 31.47299575805664 (31.47299575805664)  --> STEP: 1 | > loss_disc: 2.082181215286255 (2.082181215286255) | > loss_disc_real_0: 0.07555854320526123 (0.07555854320526123) | > loss_disc_real_1: 0.22141246497631073 (0.22141246497631073) | > loss_disc_real_2: 0.15879936516284943 (0.15879936516284943) | > loss_disc_real_3: 0.1831556111574173 (0.1831556111574173) | > loss_disc_real_4: 0.20926274359226227 (0.20926274359226227) | > loss_disc_real_5: 0.2639978229999542 (0.2639978229999542) | > loss_0: 2.082181215286255 (2.082181215286255) | > loss_gen: 2.6421399116516113 (2.6421399116516113) | > loss_kl: 2.493076801300049 (2.493076801300049) | > loss_feat: 7.413385391235352 (7.413385391235352) | > loss_mel: 20.93329429626465 (20.93329429626465) | > loss_duration: 2.40582537651062 (2.40582537651062) | > loss_1: 35.88772201538086 (35.88772201538086)  --> STEP: 2 | > loss_disc: 2.0910181999206543 (2.0865997076034546) | > loss_disc_real_0: 0.047226808965206146 (0.06139267608523369) | > loss_disc_real_1: 0.28096967935562134 (0.25119107216596603) | > loss_disc_real_2: 0.2455568164587021 (0.20217809081077576) | > loss_disc_real_3: 0.25485795736312866 (0.21900678426027298) | > loss_disc_real_4: 0.26691246032714844 (0.23808760195970535) | > loss_disc_real_5: 0.2208859920501709 (0.24244190752506256) | > loss_0: 2.0910181999206543 (2.0865997076034546) | > loss_gen: 3.105987548828125 (2.874063730239868) | > loss_kl: 2.852618932723999 (2.672847867012024) | > loss_feat: 6.971634864807129 (7.19251012802124) | > loss_mel: 20.729665756225586 (20.831480026245117) | > loss_duration: 2.4664855003356934 (2.4361554384231567) | > loss_1: 36.12639236450195 (36.007057189941406)  --> STEP: 3 | > loss_disc: 2.131319522857666 (2.101506312688192) | > loss_disc_real_0: 0.05015324056148529 (0.05764619757731756) | > loss_disc_real_1: 0.1946040540933609 (0.232328732808431) | > loss_disc_real_2: 0.14158834517002106 (0.1819815089305242) | > loss_disc_real_3: 0.25133946537971497 (0.22978434463342032) | > loss_disc_real_4: 0.26053768396377563 (0.2455709626277288) | > loss_disc_real_5: 0.20884227752685547 (0.23124203085899353) | > loss_0: 2.131319522857666 (2.101506312688192) | > loss_gen: 2.480991840362549 (2.7430397669474282) | > loss_kl: 3.034557819366455 (2.7934178511301675) | > loss_feat: 7.660763740539551 (7.348594665527344) | > loss_mel: 18.029468536376953 (19.897476196289062) | > loss_duration: 2.291351318359375 (2.387887398401896) | > loss_1: 33.49713134765625 (35.17041524251302)  --> STEP: 4 | > loss_disc: 2.460102081298828 (2.191155254840851) | > loss_disc_real_0: 0.14542682468891144 (0.07959135435521603) | > loss_disc_real_1: 0.19790291786193848 (0.22372227907180786) | > loss_disc_real_2: 0.1900041699409485 (0.18398717418313026) | > loss_disc_real_3: 0.2851128876209259 (0.2436164803802967) | > loss_disc_real_4: 0.2984909117221832 (0.2588009499013424) | > loss_disc_real_5: 0.24701076745986938 (0.2351842150092125) | > loss_0: 2.460102081298828 (2.191155254840851) | > loss_gen: 2.495208501815796 (2.6810819506645203) | > loss_kl: 2.866102457046509 (2.811589002609253) | > loss_feat: 7.374920845031738 (7.355176210403442) | > loss_mel: 18.42193031311035 (19.528589725494385) | > loss_duration: 2.278606653213501 (2.3605672121047974) | > loss_1: 33.436767578125 (34.737003326416016)  --> STEP: 5 | > loss_disc: 2.552497386932373 (2.2634236812591553) | > loss_disc_real_0: 0.12070360779762268 (0.08781380504369736) | > loss_disc_real_1: 0.2561970055103302 (0.23021722435951233) | > loss_disc_real_2: 0.2089463174343109 (0.18897900283336638) | > loss_disc_real_3: 0.3162336051464081 (0.258139905333519) | > loss_disc_real_4: 0.2759960889816284 (0.2622399777173996) | > loss_disc_real_5: 0.2668590843677521 (0.24151918888092042) | > loss_0: 2.552497386932373 (2.2634236812591553) | > loss_gen: 2.4712140560150146 (2.6391083717346193) | > loss_kl: 1.71999192237854 (2.5932695865631104) | > loss_feat: 6.819428443908691 (7.248026657104492) | > loss_mel: 18.665674209594727 (19.356006622314453) | > loss_duration: 2.36832332611084 (2.362118434906006) | > loss_1: 32.04463195800781 (34.19852905273437)  --> STEP: 6 | > loss_disc: 2.3158464431762695 (2.272160808245341) | > loss_disc_real_0: 0.14923562109470367 (0.09805077438553174) | > loss_disc_real_1: 0.22939856350421906 (0.23008078088363013) | > loss_disc_real_2: 0.22786350548267365 (0.1954597532749176) | > loss_disc_real_3: 0.25789475440979004 (0.2580990468462308) | > loss_disc_real_4: 0.3332245349884033 (0.27407073726256687) | > loss_disc_real_5: 0.29385149478912354 (0.2502412398656209) | > loss_0: 2.3158464431762695 (2.272160808245341) | > loss_gen: 2.9077975749969482 (2.683889905611674) | > loss_kl: 2.8437678813934326 (2.635019302368164) | > loss_feat: 7.156491279602051 (7.232770760854085) | > loss_mel: 19.346881866455078 (19.354485829671223) | > loss_duration: 2.1915736198425293 (2.3336942990620932) | > loss_1: 34.44651412963867 (34.23985989888509)  --> STEP: 7 | > loss_disc: 2.4416208267211914 (2.2963693823133196) | > loss_disc_real_0: 0.08075432479381561 (0.09557985301528658) | > loss_disc_real_1: 0.34558412432670593 (0.24658125851835525) | > loss_disc_real_2: 0.1994321197271347 (0.1960272341966629) | > loss_disc_real_3: 0.2913007438182831 (0.2628421464136669) | > loss_disc_real_4: 0.282486230134964 (0.2752729505300522) | > loss_disc_real_5: 0.23348988592624664 (0.24784818930285318) | > loss_0: 2.4416208267211914 (2.2963693823133196) | > loss_gen: 2.6373496055603027 (2.6772412913186208) | > loss_kl: 3.421895980834961 (2.7474302564348494) | > loss_feat: 7.2817206382751465 (7.239763600485666) | > loss_mel: 19.0385799407959 (19.309356416974747) | > loss_duration: 2.564258337020874 (2.3666320187704906) | > loss_1: 34.94380569458008 (34.340423583984375)  --> STEP: 8 | > loss_disc: 2.3995094299316406 (2.3092618882656097) | > loss_disc_real_0: 0.12782202661037445 (0.09961012471467257) | > loss_disc_real_1: 0.21792028844356537 (0.2429986372590065) | > loss_disc_real_2: 0.22333522140979767 (0.19944073259830475) | > loss_disc_real_3: 0.24177007377147675 (0.2602081373333931) | > loss_disc_real_4: 0.2555612325668335 (0.27280898578464985) | > loss_disc_real_5: 0.25671181082725525 (0.24895614199340343) | > loss_0: 2.3995094299316406 (2.3092618882656097) | > loss_gen: 2.3728699684143066 (2.6391948759555817) | > loss_kl: 2.9450430870056152 (2.772131860256195) | > loss_feat: 6.607882499694824 (7.16077846288681) | > loss_mel: 15.168985366821289 (18.791810035705566) | > loss_duration: 2.227283000946045 (2.3492133915424347) | > loss_1: 29.322063446044922 (33.71312856674194)  --> STEP: 9 | > loss_disc: 2.3206732273101807 (2.3105298148261175) | > loss_disc_real_0: 0.19079473614692688 (0.10974174820714527) | > loss_disc_real_1: 0.31391721963882446 (0.2508784797456529) | > loss_disc_real_2: 0.19326730072498322 (0.19875479572349125) | > loss_disc_real_3: 0.26800107955932617 (0.2610740198029412) | > loss_disc_real_4: 0.21294695138931274 (0.2661576486296124) | > loss_disc_real_5: 0.1847103238105774 (0.24181771775086722) | > loss_0: 2.3206732273101807 (2.3105298148261175) | > loss_gen: 2.8259546756744385 (2.6599459648132324) | > loss_kl: 2.008695363998413 (2.6873055828942194) | > loss_feat: 7.953574180603027 (7.24886687596639) | > loss_mel: 19.74993324279785 (18.89826816982693) | > loss_duration: 2.1117613315582275 (2.322829829321967) | > loss_1: 34.64992141723633 (33.81721666124132)  --> STEP: 10 | > loss_disc: 2.5666494369506836 (2.3361417770385744) | > loss_disc_real_0: 0.12445875257253647 (0.11121344864368439) | > loss_disc_real_1: 0.18974076211452484 (0.24476470798254013) | > loss_disc_real_2: 0.293899804353714 (0.20826929658651352) | > loss_disc_real_3: 0.24389417469501495 (0.25935603529214857) | > loss_disc_real_4: 0.3106592893600464 (0.27060781270265577) | > loss_disc_real_5: 0.2342357188463211 (0.2410595178604126) | > loss_0: 2.5666494369506836 (2.3361417770385744) | > loss_gen: 2.3944268226623535 (2.6333940505981444) | > loss_kl: 2.474061965942383 (2.6659812211990355) | > loss_feat: 7.232061862945557 (7.247186374664307) | > loss_mel: 18.576425552368164 (18.866083908081055) | > loss_duration: 2.3286595344543457 (2.323412799835205) | > loss_1: 33.00563430786133 (33.73605842590332)  --> STEP: 11 | > loss_disc: 2.337184429168701 (2.3362365635958584) | > loss_disc_real_0: 0.11652138829231262 (0.1116959886117415) | > loss_disc_real_1: 0.22489376366138458 (0.2429582584987987) | > loss_disc_real_2: 0.20871855318546295 (0.2083101380955089) | > loss_disc_real_3: 0.22431254386901855 (0.2561702633445913) | > loss_disc_real_4: 0.25379419326782227 (0.26907930184494366) | > loss_disc_real_5: 0.3192668557167053 (0.2481692758473483) | > loss_0: 2.337184429168701 (2.3362365635958584) | > loss_gen: 2.442920207977295 (2.616078246723522) | > loss_kl: 2.848714590072632 (2.68259334564209) | > loss_feat: 6.251572132110596 (7.1566759889776055) | > loss_mel: 17.27979850769043 (18.72187614440918) | > loss_duration: 2.431166172027588 (2.3332085609436035) | > loss_1: 31.25417137145996 (33.510432330044836)  --> STEP: 12 | > loss_disc: 2.5368621349334717 (2.3529553612073264) | > loss_disc_real_0: 0.08564339578151703 (0.1095249392092228) | > loss_disc_real_1: 0.2776446044445038 (0.24584878732760748) | > loss_disc_real_2: 0.16959451138973236 (0.20508383587002754) | > loss_disc_real_3: 0.28373104333877563 (0.25846699501077336) | > loss_disc_real_4: 0.23125439882278442 (0.26592722659309703) | > loss_disc_real_5: 0.22503699362277985 (0.2462415856619676) | > loss_0: 2.5368621349334717 (2.3529553612073264) | > loss_gen: 2.211446762084961 (2.582358956336975) | > loss_kl: 2.491650104522705 (2.666681408882141) | > loss_feat: 6.011724472045898 (7.06126336256663) | > loss_mel: 17.287128448486328 (18.602313836415608) | > loss_duration: 2.295506238937378 (2.330066700776418) | > loss_1: 30.297454833984375 (33.24268420537313)  --> STEP: 13 | > loss_disc: 2.507894277572632 (2.3648737393892727) | > loss_disc_real_0: 0.05611340329051018 (0.10541635952316798) | > loss_disc_real_1: 0.21909348666667938 (0.24379068727676684) | > loss_disc_real_2: 0.24720439314842224 (0.20832387873759636) | > loss_disc_real_3: 0.25282022356987 (0.2580326279768577) | > loss_disc_real_4: 0.3553122580051422 (0.27280299824017745) | > loss_disc_real_5: 0.28554555773735046 (0.24926496812930474) | > loss_0: 2.507894277572632 (2.3648737393892727) | > loss_gen: 2.3066115379333496 (2.561147616459773) | > loss_kl: 2.7731213569641113 (2.674869097196139) | > loss_feat: 5.144249439239502 (6.9138007530799275) | > loss_mel: 18.69858741760254 (18.609719496506912) | > loss_duration: 2.236755847930908 (2.322888942865225) | > loss_1: 31.159326553344727 (33.08242592444787)  --> STEP: 14 | > loss_disc: 2.458726406097412 (2.371577501296997) | > loss_disc_real_0: 0.09161790460348129 (0.10443075560033321) | > loss_disc_real_1: 0.1952875554561615 (0.24032617786100932) | > loss_disc_real_2: 0.1518469899892807 (0.20428981525557383) | > loss_disc_real_3: 0.2594025433063507 (0.2581304790718215) | > loss_disc_real_4: 0.26831188797950745 (0.27248220465012957) | > loss_disc_real_5: 0.2784774601459503 (0.25135157470192226) | > loss_0: 2.458726406097412 (2.371577501296997) | > loss_gen: 2.2386982440948486 (2.538115518433707) | > loss_kl: 3.157010555267334 (2.709307772772653) | > loss_feat: 6.477070331573486 (6.8826057229723245) | > loss_mel: 19.52355194091797 (18.67499324253627) | > loss_duration: 2.404252052307129 (2.3287005935396468) | > loss_1: 33.80058288574219 (33.13372285025461)  --> STEP: 15 | > loss_disc: 2.3264732360839844 (2.3685705502827963) | > loss_disc_real_0: 0.13283437490463257 (0.10632433022061984) | > loss_disc_real_1: 0.19978393614292145 (0.23762336174647014) | > loss_disc_real_2: 0.222456693649292 (0.2055009404818217) | > loss_disc_real_3: 0.2684151530265808 (0.2588161240021388) | > loss_disc_real_4: 0.29478928446769714 (0.27396934330463407) | > loss_disc_real_5: 0.23911258578300476 (0.25053564210732776) | > loss_0: 2.3264732360839844 (2.3685705502827963) | > loss_gen: 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(18.662755012512207) | > loss_duration: 2.358395576477051 (2.3291692435741425) | > loss_1: 32.35820770263672 (33.18862962722778)  --> STEP: 17 | > loss_disc: 2.635699510574341 (2.3791229724884033) | > loss_disc_real_0: 0.1180737093091011 (0.10607636391240008) | > loss_disc_real_1: 0.2804830074310303 (0.238037447719013) | > loss_disc_real_2: 0.24920950829982758 (0.20973562493043788) | > loss_disc_real_3: 0.31273481249809265 (0.2619504867231145) | > loss_disc_real_4: 0.34946033358573914 (0.27758384364492755) | > loss_disc_real_5: 0.34779536724090576 (0.25544603081310496) | > loss_0: 2.635699510574341 (2.3791229724884033) | > loss_gen: 2.5671844482421875 (2.5541395159328686) | > loss_kl: 2.393177032470703 (2.709353629280539) | > loss_feat: 5.391193389892578 (6.824673933141372) | > loss_mel: 16.5274600982666 (18.53714942932129) | > loss_duration: 2.4529547691345215 (2.3364507450776943) | > loss_1: 29.33197021484375 (32.96176730885225)  --> STEP: 18 | > loss_disc: 2.3681204319000244 (2.3785117202334933) | > loss_disc_real_0: 0.12606093287467957 (0.10718661774363783) | > loss_disc_real_1: 0.20908555388450623 (0.2364290091726515) | > loss_disc_real_2: 0.1555613875389099 (0.206725945075353) | > loss_disc_real_3: 0.21672429144382477 (0.25943792031870955) | > loss_disc_real_4: 0.22891457378864288 (0.2748799953195784) | > loss_disc_real_5: 0.2193058282136917 (0.25343824177980423) | > loss_0: 2.3681204319000244 (2.3785117202334933) | > loss_gen: 2.2808146476745605 (2.5389548010296292) | > loss_kl: 2.7571935653686523 (2.7120114035076566) | > loss_feat: 9.451717376708984 (6.970620791117351) | > loss_mel: 16.24913215637207 (18.410037358601887) | > loss_duration: 2.275855541229248 (2.3330843448638916) | > loss_1: 33.014713287353516 (32.964708752102325)  --> STEP: 19 | > loss_disc: 2.653027057647705 (2.392959895886873) | > loss_disc_real_0: 0.19820094108581543 (0.11197684528796296) | > loss_disc_real_1: 0.21242386102676392 (0.23516558032286794) | > loss_disc_real_2: 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loss_disc_real_5: 0.2936877906322479 (0.2566496945917606) | > loss_0: 2.55532169342041 (2.40107798576355) | > loss_gen: 2.5658130645751953 (2.5326263546943664) | > loss_kl: 2.116652011871338 (2.6387795329093935) | > loss_feat: 6.4983015060424805 (6.91227080821991) | > loss_mel: 18.399635314941406 (18.353321170806886) | > loss_duration: 2.303823709487915 (2.329703319072723) | > loss_1: 31.884225845336914 (32.766701221466064)  --> STEP: 21 | > loss_disc: 2.3558008670806885 (2.398921932492937) | > loss_disc_real_0: 0.08409173786640167 (0.11022764142780077) | > loss_disc_real_1: 0.252592533826828 (0.23580707822527205) | > loss_disc_real_2: 0.20678935945034027 (0.21169431933334895) | > loss_disc_real_3: 0.2407657504081726 (0.2641961986110325) | > loss_disc_real_4: 0.29578667879104614 (0.2770578577404931) | > loss_disc_real_5: 0.27237024903297424 (0.2573982924222946) | > loss_0: 2.3558008670806885 (2.398921932492937) | > loss_gen: 2.6734745502471924 (2.5393334116254533) | > loss_kl: 2.2183637619018555 (2.618759734289987) | > loss_feat: 7.484920024871826 (6.939539818536668) | > loss_mel: 16.97797966003418 (18.287828717912948) | > loss_duration: 2.1523852348327637 (2.3212596007755826) | > loss_1: 31.507123947143555 (32.70672135126023)  --> STEP: 22 | > loss_disc: 2.5941505432128906 (2.407795960252935) | > loss_disc_real_0: 0.09619402885437012 (0.10958974994719028) | > loss_disc_real_1: 0.2098773568868637 (0.23462845452807166) | > loss_disc_real_2: 0.15426403284072876 (0.2090838517655026) | > loss_disc_real_3: 0.276500940322876 (0.2647555050524799) | > loss_disc_real_4: 0.2893177568912506 (0.27761512588370935) | > loss_disc_real_5: 0.2488856464624405 (0.257011353969574) | > loss_0: 2.5941505432128906 (2.407795960252935) | > loss_gen: 2.053558588027954 (2.517252737825567) | > loss_kl: 1.857634425163269 (2.5841631293296814) | > loss_feat: 5.392402172088623 (6.869215380061757) | > loss_mel: 17.787494659423828 (18.265086260708898) | > loss_duration: 2.1918556690216064 (2.3153776038776743) | > loss_1: 29.28294563293457 (32.551095182245426)  --> STEP: 23 | > loss_disc: 2.5133490562438965 (2.4123852252960205) | > loss_disc_real_0: 0.09731397032737732 (0.10905602039850276) | > loss_disc_real_1: 0.23311765491962433 (0.23456276758857394) | > loss_disc_real_2: 0.1882578432559967 (0.2081783731346545) | > loss_disc_real_3: 0.36194154620170593 (0.2689809851024463) | > loss_disc_real_4: 0.3149942457675934 (0.2792403050090956) | > loss_disc_real_5: 0.22815172374248505 (0.2557565874379614) | > loss_0: 2.5133490562438965 (2.4123852252960205) | > loss_gen: 2.384321451187134 (2.5114731166673745) | > loss_kl: 2.365161418914795 (2.574641315833382) | > loss_feat: 6.031819820404053 (6.832806877467943) | > loss_mel: 17.539804458618164 (18.23355226931365) | > loss_duration: 2.309335947036743 (2.31511492314546) | > loss_1: 30.630443572998047 (32.46758859053902)  --> STEP: 24 | > loss_disc: 2.491015672683716 (2.4156614939371743) | > loss_disc_real_0: 0.21314188838005066 (0.1133929315644006) | > loss_disc_real_1: 0.24708984792232513 (0.23508472926914692) | > loss_disc_real_2: 0.2163386195898056 (0.20851838340361914) | > loss_disc_real_3: 0.37521544098854065 (0.27340742076436686) | > loss_disc_real_4: 0.26226305961608887 (0.27853291978438693) | > loss_disc_real_5: 0.24616572260856628 (0.25535696807006997) | > loss_0: 2.491015672683716 (2.4156614939371743) | > loss_gen: 2.5631792545318604 (2.513627539078395) | > loss_kl: 2.4374468326568604 (2.5689248790343604) | > loss_feat: 6.47187614440918 (6.817768096923828) | > loss_mel: 18.242958068847656 (18.233944177627567) | > loss_duration: 2.4585890769958496 (2.3210930128892264) | > loss_1: 32.174049377441406 (32.45535778999329)  --> STEP: 25 | > loss_disc: 2.5965335369110107 (2.422896375656128) | > loss_disc_real_0: 0.1407584398984909 (0.1144875518977642) | > loss_disc_real_1: 0.23076246678829193 (0.23491183876991273) | > loss_disc_real_2: 0.24754449725151062 (0.2100794279575348) | > loss_disc_real_3: 0.22799648344516754 (0.27159098327159886) | > loss_disc_real_4: 0.3034251928329468 (0.27952861070632934) | > loss_disc_real_5: 0.3191607892513275 (0.25790912091732027) | > loss_0: 2.5965335369110107 (2.422896375656128) | > loss_gen: 2.3930275440216064 (2.508803539276123) | > loss_kl: 2.391296148300171 (2.5618197298049927) | > loss_feat: 5.820045471191406 (6.777859191894532) | > loss_mel: 16.96182632446289 (18.18305946350098) | > loss_duration: 2.3550198078155518 (2.3224500846862792) | > loss_1: 29.92121696472168 (32.35399215698243)  --> STEP: 26 | > loss_disc: 2.6322765350341797 (2.4309494587091303) | > loss_disc_real_0: 0.12459708750247955 (0.11487638019025326) | > loss_disc_real_1: 0.1868503838777542 (0.23306332127406046) | > loss_disc_real_2: 0.16474200785160065 (0.20833568103038347) | > loss_disc_real_3: 0.18722745776176453 (0.2683462322904514) | > loss_disc_real_4: 0.2878786027431488 (0.279849764246207) | > loss_disc_real_5: 0.19291704893112183 (0.255409425840928) | > loss_0: 2.6322765350341797 (2.4309494587091303) | > loss_gen: 1.681799292564392 (2.476995683633364) | > loss_kl: 2.3168747425079346 (2.552398768755106) | > loss_feat: 4.988069534301758 (6.709021128140963) | > loss_mel: 14.796789169311523 (18.052818298339847) | > loss_duration: 2.292390823364258 (2.321293959250817) | > loss_1: 26.075923919677734 (32.11252799400917) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025994502581082857 (+0.00018652585836557252) | > avg_loss_disc: 2.4309494587091303 (+0.03639695277580923) | > avg_loss_disc_real_0: 0.11487638019025326 (-0.0176722292716687) | > avg_loss_disc_real_1: 0.23306332127406046 (+0.03544830788786593) | > avg_loss_disc_real_2: 0.20833568103038347 (-0.034690923415697544) | > avg_loss_disc_real_3: 0.2683462322904514 (-0.02430518200764281) | > avg_loss_disc_real_4: 0.279849764246207 (-0.0037588580296589735) | > avg_loss_disc_real_5: 0.255409425840928 (-0.011765531622446534) | > avg_loss_0: 2.4309494587091303 (+0.03639695277580923) | > avg_loss_gen: 2.476995683633364 (-0.08231190993235638) | > avg_loss_kl: 2.552398768755106 (+0.07563041265194137) | > avg_loss_feat: 6.709021128140963 (-0.2714582223158617) | > avg_loss_mel: 18.052818298339847 (+0.23469877243042347) | > avg_loss_duration: 2.321293959250817 (+0.01815616167508649) | > avg_loss_1: 32.11252799400917 (-0.025284693791313373)  > EPOCH: 369/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:15:23)   --> TIME: 2024-06-11 07:15:26 -- STEP: 4/330 -- GLOBAL_STEP: 209775 | > loss_disc: 2.375229835510254 (2.3790323138237) | > loss_disc_real_0: 0.08135321736335754 (0.10408007353544235) | > loss_disc_real_1: 0.17164219915866852 (0.21773271262645721) | > loss_disc_real_2: 0.21937015652656555 (0.23368265479803085) | > loss_disc_real_3: 0.23766058683395386 (0.2577117532491684) | > loss_disc_real_4: 0.22045208513736725 (0.2633122242987156) | > loss_disc_real_5: 0.20463970303535461 (0.23111361265182495) | > loss_0: 2.375229835510254 (2.3790323138237) | > grad_norm_0: tensor(6.1474, device='cuda:0') (tensor(6.4973, device='cuda:0')) | > loss_gen: 2.343808174133301 (2.5276875495910645) | > loss_kl: 1.904929757118225 (1.9098093211650848) | > loss_feat: 6.6618971824646 (6.665806531906128) | > loss_mel: 19.107471466064453 (18.866511344909668) | > loss_duration: 2.1794443130493164 (2.2225520610809326) | > loss_1: 32.197547912597656 (32.19236612319946) | > grad_norm_1: tensor(89.4853, device='cuda:0') (tensor(83.8029, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.355 (0.4195568561553955) | > loader_time: 0.0028 (0.0037047266960144043)  --> TIME: 2024-06-11 07:15:35 -- STEP: 29/330 -- GLOBAL_STEP: 209800 | > loss_disc: 2.307365894317627 (2.343338366212516) | > loss_disc_real_0: 0.13253715634346008 (0.10616040692247193) | > loss_disc_real_1: 0.21618600189685822 (0.20964570497644358) | > loss_disc_real_2: 0.1923009753227234 (0.2154552361060833) | > loss_disc_real_3: 0.1993674635887146 (0.22722145247048345) | > loss_disc_real_4: 0.20225383341312408 (0.22940416428549537) | > loss_disc_real_5: 0.19433394074440002 (0.21199358434512697) | > loss_0: 2.307365894317627 (2.343338366212516) | > grad_norm_0: tensor(20.0674, device='cuda:0') (tensor(9.8763, device='cuda:0')) | > loss_gen: 2.550658941268921 (2.4885589912019928) | > loss_kl: 2.036803722381592 (1.8239843886474083) | > loss_feat: 7.25562858581543 (6.984814676745184) | > loss_mel: 18.176013946533203 (18.483703087116115) | > loss_duration: 2.038966655731201 (2.080268740653992) | > loss_1: 32.05807113647461 (31.86132944041285) | > grad_norm_1: tensor(64.2779, device='cuda:0') (tensor(115.7723, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.3735 (0.381393654593106) | > loader_time: 0.0036 (0.00341412116741312)  --> TIME: 2024-06-11 07:15:45 -- STEP: 54/330 -- GLOBAL_STEP: 209825 | > loss_disc: 2.1674606800079346 (2.351483596695794) | > loss_disc_real_0: 0.07511753588914871 (0.10994338754702497) | > loss_disc_real_1: 0.19433026015758514 (0.2067054937835093) | > loss_disc_real_2: 0.1995069533586502 (0.21465530384469916) | > loss_disc_real_3: 0.19002729654312134 (0.22919617262151507) | > loss_disc_real_4: 0.1893366277217865 (0.22851027327555198) | > loss_disc_real_5: 0.18393252789974213 (0.21695505330959955) | > loss_0: 2.1674606800079346 (2.351483596695794) | > grad_norm_0: tensor(13.6697, device='cuda:0') (tensor(10.2233, device='cuda:0')) | > loss_gen: 2.5910000801086426 (2.485903271922359) | > loss_kl: 2.090632677078247 (1.8492427578678838) | > loss_feat: 8.246628761291504 (7.106643314714785) | > loss_mel: 19.78247833251953 (18.363816967716925) | > loss_duration: 2.007267951965332 (2.0490480241952116) | > loss_1: 34.7180061340332 (31.854654241491247) | > grad_norm_1: tensor(101.1343, device='cuda:0') (tensor(119.2319, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.3601 (0.3764890079145078) | > loader_time: 0.0038 (0.003522263632880317)  --> TIME: 2024-06-11 07:15:54 -- STEP: 79/330 -- GLOBAL_STEP: 209850 | > loss_disc: 2.460026741027832 (2.348865696146518) | > loss_disc_real_0: 0.10994575172662735 (0.11083227943016004) | > loss_disc_real_1: 0.19689063727855682 (0.2043102659002135) | > loss_disc_real_2: 0.19810795783996582 (0.21530342271810846) | > loss_disc_real_3: 0.2256498485803604 (0.22807930183561537) | > loss_disc_real_4: 0.23459753394126892 (0.22833181351800508) | > loss_disc_real_5: 0.22374992072582245 (0.21772281467160093) | > loss_0: 2.460026741027832 (2.348865696146518) | > grad_norm_0: tensor(32.5230, device='cuda:0') (tensor(14.9954, device='cuda:0')) | > loss_gen: 2.351221799850464 (2.5000780835936345) | > loss_kl: 1.8396787643432617 (1.85476082789747) | > loss_feat: 6.991525173187256 (7.183644880222369) | > loss_mel: 18.760799407958984 (18.33177250246458) | > loss_duration: 1.9773509502410889 (2.0371630131443843) | > loss_1: 31.920574188232422 (31.907419132280953) | > grad_norm_1: tensor(370.8877, device='cuda:0') (tensor(185.0723, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.3807 (0.3734708737723435) | > loader_time: 0.0041 (0.003562897066526775)  --> TIME: 2024-06-11 07:16:03 -- STEP: 104/330 -- GLOBAL_STEP: 209875 | > loss_disc: 2.38460373878479 (2.3435701613242808) | > loss_disc_real_0: 0.16854128241539001 (0.11156256031244993) | > loss_disc_real_1: 0.23146918416023254 (0.2028432094420378) | > loss_disc_real_2: 0.26546621322631836 (0.2149874525001416) | > loss_disc_real_3: 0.25114694237709045 (0.22878105279344776) | > loss_disc_real_4: 0.2526925206184387 (0.2273550727046453) | > loss_disc_real_5: 0.24301959574222565 (0.21736398611504298) | > loss_0: 2.38460373878479 (2.3435701613242808) | > grad_norm_0: tensor(18.5951, device='cuda:0') (tensor(16.4851, device='cuda:0')) | > loss_gen: 2.7984464168548584 (2.512728913472249) | > loss_kl: 2.017385244369507 (1.859379809636336) | > loss_feat: 7.02301549911499 (7.205821115237016) | > loss_mel: 18.584442138671875 (18.327659075076756) | > loss_duration: 2.091660737991333 (2.0353894359790368) | > loss_1: 32.514949798583984 (31.94097825197073) | > grad_norm_1: tensor(322.9031, device='cuda:0') (tensor(204.6448, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.3702 (0.3716466885346633) | > loader_time: 0.0035 (0.0035827114031865047)  --> TIME: 2024-06-11 07:16:13 -- STEP: 129/330 -- GLOBAL_STEP: 209900 | > loss_disc: 2.4085726737976074 (2.346481622651566) | > loss_disc_real_0: 0.06875939667224884 (0.11284890736258307) | > loss_disc_real_1: 0.19505241513252258 (0.2027069643255352) | > loss_disc_real_2: 0.2106911540031433 (0.21517163353372915) | > loss_disc_real_3: 0.25182273983955383 (0.22884786660357037) | > loss_disc_real_4: 0.2053830474615097 (0.2267618953257568) | > loss_disc_real_5: 0.21309716999530792 (0.21670180362786434) | > loss_0: 2.4085726737976074 (2.346481622651566) | > grad_norm_0: tensor(11.1577, device='cuda:0') (tensor(18.4622, device='cuda:0')) | > loss_gen: 2.420684576034546 (2.5120493404624997) | > loss_kl: 1.9450435638427734 (1.8613678050595661) | > loss_feat: 6.641238689422607 (7.201361316119054) | > loss_mel: 18.772321701049805 (18.337623359621027) | > loss_duration: 2.020599365234375 (2.0364421014637917) | > loss_1: 31.799888610839844 (31.94884393381518) | > grad_norm_1: tensor(238.3484, device='cuda:0') (tensor(219.4232, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.386 (0.3718689282735189) | > loader_time: 0.0041 (0.0036302647849386052)  --> TIME: 2024-06-11 07:16:23 -- STEP: 154/330 -- GLOBAL_STEP: 209925 | > loss_disc: 2.2895827293395996 (2.3410814845716796) | > loss_disc_real_0: 0.12098437547683716 (0.11317935431158388) | > loss_disc_real_1: 0.23317207396030426 (0.20207743153169558) | > loss_disc_real_2: 0.20287491381168365 (0.2149796596208176) | > loss_disc_real_3: 0.2255396544933319 (0.22886320561557622) | > loss_disc_real_4: 0.1700105220079422 (0.2257900583473119) | > loss_disc_real_5: 0.1887599527835846 (0.2170230601128045) | > loss_0: 2.2895827293395996 (2.3410814845716796) | > grad_norm_0: tensor(8.8903, device='cuda:0') (tensor(20.4500, device='cuda:0')) | > loss_gen: 2.606126308441162 (2.5263246235909396) | > loss_kl: 1.9205023050308228 (1.8669699802027124) | > loss_feat: 7.627472400665283 (7.244165615601973) | > loss_mel: 17.882410049438477 (18.321342530188623) | > loss_duration: 2.0266222953796387 (2.038362059500312) | > loss_1: 32.063133239746094 (31.99716483772575) | > grad_norm_1: tensor(446.1668, device='cuda:0') (tensor(236.8005, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.3856 (0.37349299331764124) | > loader_time: 0.0047 (0.003716157628344251)  --> TIME: 2024-06-11 07:16:33 -- STEP: 179/330 -- GLOBAL_STEP: 209950 | > loss_disc: 2.3028323650360107 (2.341911956584653) | > loss_disc_real_0: 0.09874878823757172 (0.11317358548914254) | > loss_disc_real_1: 0.17360183596611023 (0.20162474726165472) | > loss_disc_real_2: 0.18595927953720093 (0.21451612657674865) | > loss_disc_real_3: 0.226924866437912 (0.228808140038778) | > loss_disc_real_4: 0.25087839365005493 (0.22573687810471604) | > loss_disc_real_5: 0.23611967265605927 (0.21744048562129778) | > loss_0: 2.3028323650360107 (2.341911956584653) | > grad_norm_0: tensor(18.2586, device='cuda:0') (tensor(22.3670, device='cuda:0')) | > loss_gen: 2.7864437103271484 (2.5280431635552927) | > loss_kl: 1.9561071395874023 (1.8729140279013354) | > loss_feat: 7.452716827392578 (7.233678772462813) | > loss_mel: 17.987918853759766 (18.282221319955156) | > loss_duration: 2.0898358821868896 (2.0439690591236763) | > loss_1: 32.27302169799805 (31.96082633034477) | > grad_norm_1: tensor(221.1670, device='cuda:0') (tensor(248.8523, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.4164 (0.376422474504183) | > loader_time: 0.0044 (0.003867989811817361)  --> TIME: 2024-06-11 07:16:43 -- STEP: 204/330 -- GLOBAL_STEP: 209975 | > loss_disc: 2.395157814025879 (2.3413842787929617) | > loss_disc_real_0: 0.09854015707969666 (0.11406545215012397) | > loss_disc_real_1: 0.23763446509838104 (0.20130434603083366) | > loss_disc_real_2: 0.23315827548503876 (0.21441030144399287) | > loss_disc_real_3: 0.21523523330688477 (0.22844003732590115) | > loss_disc_real_4: 0.22919784486293793 (0.22591083956991925) | > loss_disc_real_5: 0.24948465824127197 (0.21755172823574026) | > loss_0: 2.395157814025879 (2.3413842787929617) | > grad_norm_0: tensor(31.0164, device='cuda:0') (tensor(24.7199, device='cuda:0')) | > loss_gen: 2.557692050933838 (2.5296118855476366) | > loss_kl: 2.0600266456604004 (1.8824564370454528) | > loss_feat: 8.087443351745605 (7.253293701246673) | > loss_mel: 18.75718879699707 (18.243430773417167) | > loss_duration: 2.052743911743164 (2.0508905386223533) | > loss_1: 33.51509475708008 (31.9596832967272) | > grad_norm_1: tensor(434.2198, device='cuda:0') (tensor(266.3148, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.4023 (0.3794761744200013) | > loader_time: 0.0047 (0.003986546806260651)  --> TIME: 2024-06-11 07:16:53 -- STEP: 229/330 -- GLOBAL_STEP: 210000 | > loss_disc: 2.2851696014404297 (2.34187184983466) | > loss_disc_real_0: 0.05435359850525856 (0.11470127336713425) | > loss_disc_real_1: 0.21573767066001892 (0.20194122130173262) | > loss_disc_real_2: 0.17400899529457092 (0.21408850735451979) | > loss_disc_real_3: 0.22514615952968597 (0.22867259884245011) | > loss_disc_real_4: 0.20640712976455688 (0.22568707981484426) | > loss_disc_real_5: 0.19921042025089264 (0.21791654115941322) | > loss_0: 2.2851696014404297 (2.34187184983466) | > grad_norm_0: tensor(54.3855, device='cuda:0') (tensor(27.4856, device='cuda:0')) | > loss_gen: 2.507927894592285 (2.532371922871951) | > loss_kl: 1.8947991132736206 (1.8864527055790332) | > loss_feat: 8.119427680969238 (7.261053126972315) | > loss_mel: 18.45989418029785 (18.201788181821343) | > loss_duration: 2.162177801132202 (2.0583130142053676) | > loss_1: 33.14422607421875 (31.93997891188709) | > grad_norm_1: tensor(612.8139, device='cuda:0') (tensor(281.2242, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.4007 (0.3823873778097493) | > loader_time: 0.0069 (0.004090863023782922) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_210000.pth  --> TIME: 2024-06-11 07:17:09 -- STEP: 254/330 -- GLOBAL_STEP: 210025 | > loss_disc: 2.2713558673858643 (2.3441333817684753) | > loss_disc_real_0: 0.0737232118844986 (0.11662776382478672) | > loss_disc_real_1: 0.22844471037387848 (0.20199670630881167) | > loss_disc_real_2: 0.23107141256332397 (0.21375211891461546) | > loss_disc_real_3: 0.20333129167556763 (0.2278673364304182) | > loss_disc_real_4: 0.19230598211288452 (0.22556795215043496) | > loss_disc_real_5: 0.22425028681755066 (0.21752439515562505) | > loss_0: 2.2713558673858643 (2.3441333817684753) | > grad_norm_0: tensor(40.6003, device='cuda:0') (tensor(29.8674, device='cuda:0')) | > loss_gen: 2.445739269256592 (2.531835128941873) | > loss_kl: 1.9844741821289062 (1.8913648457039063) | > loss_feat: 7.571204662322998 (7.256668370539748) | > loss_mel: 17.877635955810547 (18.156758608780518) | > loss_duration: 2.0793542861938477 (2.0647700841971277) | > loss_1: 31.95840835571289 (31.9013969916997) | > grad_norm_1: tensor(495.5782, device='cuda:0') (tensor(292.7451, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.4284 (0.38658984345713926) | > loader_time: 0.0055 (0.0042084080027783)  --> TIME: 2024-06-11 07:17:20 -- STEP: 279/330 -- GLOBAL_STEP: 210050 | > loss_disc: 2.461388111114502 (2.3436763414772614) | > loss_disc_real_0: 0.15513905882835388 (0.116776653502043) | > loss_disc_real_1: 0.2324274182319641 (0.20156777503242632) | > loss_disc_real_2: 0.21106506884098053 (0.21369274147522493) | > loss_disc_real_3: 0.2351134866476059 (0.22815410862259541) | > loss_disc_real_4: 0.24032489955425262 (0.2259352544729855) | > loss_disc_real_5: 0.23109327256679535 (0.2178084635606376) | > loss_0: 2.461388111114502 (2.3436763414772614) | > grad_norm_0: tensor(9.9270, device='cuda:0') (tensor(29.2047, device='cuda:0')) | > loss_gen: 2.455627918243408 (2.528142272785145) | > loss_kl: 1.912186861038208 (1.8959822821360763) | > loss_feat: 7.306830883026123 (7.266684704783997) | > loss_mel: 17.94422721862793 (18.109145106380566) | > loss_duration: 2.145185947418213 (2.0736475225845132) | > loss_1: 31.76405906677246 (31.873601845088398) | > grad_norm_1: tensor(171.2959, device='cuda:0') (tensor(291.3642, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.4623 (0.3919359706208696) | > loader_time: 0.0066 (0.004378498241465577)  --> TIME: 2024-06-11 07:17:32 -- STEP: 304/330 -- GLOBAL_STEP: 210075 | > loss_disc: 2.4503612518310547 (2.3482313807073396) | > loss_disc_real_0: 0.13515371084213257 (0.11765542061460253) | > loss_disc_real_1: 0.17914775013923645 (0.20207464136183265) | > loss_disc_real_2: 0.20514626801013947 (0.2141343822800799) | > loss_disc_real_3: 0.20047667622566223 (0.2280734719120358) | > loss_disc_real_4: 0.21612945199012756 (0.2263534870979033) | > loss_disc_real_5: 0.19356103241443634 (0.21819653151262747) | > loss_0: 2.4503612518310547 (2.3482313807073396) | > grad_norm_0: tensor(10.8405, device='cuda:0') (tensor(28.6183, device='cuda:0')) | > loss_gen: 2.268146514892578 (2.5188314679421877) | > loss_kl: 1.978603720664978 (1.8997112042025517) | > loss_feat: 7.668715953826904 (7.261179320122066) | > loss_mel: 16.77130889892578 (18.062369127022595) | > loss_duration: 2.2201220989227295 (2.083821390412357) | > loss_1: 30.906896591186523 (31.825912475585938) | > grad_norm_1: tensor(100.4138, device='cuda:0') (tensor(286.6280, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.4877 (0.3984299913833014) | > loader_time: 0.0068 (0.004553173717699553)  --> TIME: 2024-06-11 07:18:00 -- STEP: 329/330 -- GLOBAL_STEP: 210100 | > loss_disc: 2.4713854789733887 (2.3525196020364043) | > loss_disc_real_0: 0.15009364485740662 (0.11907063889965461) | > loss_disc_real_1: 0.1887359619140625 (0.20246396850126488) | > loss_disc_real_2: 0.1787019968032837 (0.21402504243024573) | > loss_disc_real_3: 0.2252379208803177 (0.2285585129876992) | > loss_disc_real_4: 0.19291678071022034 (0.22676645663190395) | > loss_disc_real_5: 0.18941032886505127 (0.21863173324286395) | > loss_0: 2.4713854789733887 (2.3525196020364043) | > grad_norm_0: tensor(10.1820, device='cuda:0') (tensor(28.1208, device='cuda:0')) | > loss_gen: 2.5259511470794678 (2.515358269033462) | > loss_kl: 2.1995270252227783 (1.9088988304138184) | > loss_feat: 10.2878999710083 (7.354744129992546) | > loss_mel: 17.574052810668945 (18.035989761352543) | > loss_duration: 2.2556991577148438 (2.097332890272867) | > loss_1: 34.8431282043457 (31.912323879253538) | > grad_norm_1: tensor(173.3894, device='cuda:0') (tensor(285.1299, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 13.1258 (0.45065228554977815) | > loader_time: 0.0344 (0.004989555179166938)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.381589651107788 (2.381589651107788) | > loss_disc_real_0: 0.08814148604869843 (0.08814148604869843) | > loss_disc_real_1: 0.23050010204315186 (0.23050010204315186) | > loss_disc_real_2: 0.25555750727653503 (0.25555750727653503) | > loss_disc_real_3: 0.18893224000930786 (0.18893224000930786) | > loss_disc_real_4: 0.3297361135482788 (0.3297361135482788) | > loss_disc_real_5: 0.2248769998550415 (0.2248769998550415) | > loss_0: 2.381589651107788 (2.381589651107788) | > loss_gen: 2.5824527740478516 (2.5824527740478516) | > loss_kl: 2.321413040161133 (2.321413040161133) | > loss_feat: 7.285592555999756 (7.285592555999756) | > loss_mel: 17.508066177368164 (17.508066177368164) | > loss_duration: 2.6288681030273438 (2.6288681030273438) | > loss_1: 32.326393127441406 (32.326393127441406)  --> STEP: 1 | > loss_disc: 2.364748954772949 (2.364748954772949) | > loss_disc_real_0: 0.10480928421020508 (0.10480928421020508) | > loss_disc_real_1: 0.19963033497333527 (0.19963033497333527) | > loss_disc_real_2: 0.1787724643945694 (0.1787724643945694) | > loss_disc_real_3: 0.19613738358020782 (0.19613738358020782) | > loss_disc_real_4: 0.2601385712623596 (0.2601385712623596) | > loss_disc_real_5: 0.1736021190881729 (0.1736021190881729) | > loss_0: 2.364748954772949 (2.364748954772949) | > loss_gen: 2.2418487071990967 (2.2418487071990967) | > loss_kl: 2.311842679977417 (2.311842679977417) | > loss_feat: 6.904797554016113 (6.904797554016113) | > loss_mel: 18.77997398376465 (18.77997398376465) | > loss_duration: 2.5111536979675293 (2.5111536979675293) | > loss_1: 32.74961471557617 (32.74961471557617)  --> STEP: 2 | > loss_disc: 2.3657517433166504 (2.3652503490448) | > loss_disc_real_0: 0.1615956872701645 (0.13320248574018478) | > loss_disc_real_1: 0.19917991757392883 (0.19940512627363205) | > loss_disc_real_2: 0.21565651893615723 (0.1972144916653633) | > loss_disc_real_3: 0.15419763326644897 (0.1751675084233284) | > loss_disc_real_4: 0.22176812589168549 (0.24095334857702255) | > loss_disc_real_5: 0.253376305103302 (0.21348921209573746) | > loss_0: 2.3657517433166504 (2.3652503490448) | > loss_gen: 2.3929052352905273 (2.317376971244812) | > loss_kl: 2.1571004390716553 (2.234471559524536) | > loss_feat: 6.13204288482666 (6.518420219421387) | > loss_mel: 19.21230697631836 (18.996140480041504) | > loss_duration: 2.4115235805511475 (2.4613386392593384) | > loss_1: 32.305877685546875 (32.52774620056152)  --> STEP: 3 | > loss_disc: 2.4294633865356445 (2.3866546948750815) | > loss_disc_real_0: 0.15890276432037354 (0.14176924526691437) | > loss_disc_real_1: 0.25048232078552246 (0.21643085777759552) | > loss_disc_real_2: 0.13840165734291077 (0.17761021355787912) | > loss_disc_real_3: 0.20691189169883728 (0.1857489695151647) | > loss_disc_real_4: 0.2473144680261612 (0.24307372172673544) | > loss_disc_real_5: 0.199246346950531 (0.20874159038066864) | > loss_0: 2.4294633865356445 (2.3866546948750815) | > loss_gen: 2.2336630821228027 (2.2894723415374756) | > loss_kl: 2.661658763885498 (2.3768672943115234) | > loss_feat: 6.7645673751831055 (6.60046927134196) | > loss_mel: 17.776874542236328 (18.589718500773113) | > loss_duration: 2.2966694831848145 (2.4064489205678306) | > loss_1: 31.73343276977539 (32.26297505696615)  --> STEP: 4 | > loss_disc: 2.364713191986084 (2.381169319152832) | > loss_disc_real_0: 0.07897453010082245 (0.1260705664753914) | > loss_disc_real_1: 0.19876214861869812 (0.21201368048787117) | > loss_disc_real_2: 0.1604524403810501 (0.17332077026367188) | > loss_disc_real_3: 0.19926099479198456 (0.18912697583436966) | > loss_disc_real_4: 0.25484731793403625 (0.24601712077856064) | > loss_disc_real_5: 0.2449837625026703 (0.21780213341116905) | > loss_0: 2.364713191986084 (2.381169319152832) | > loss_gen: 2.2590417861938477 (2.2818647027015686) | > loss_kl: 2.9442458152770996 (2.5187119245529175) | > loss_feat: 8.133070945739746 (6.983619689941406) | > loss_mel: 18.356334686279297 (18.531372547149658) | > loss_duration: 2.3021106719970703 (2.3803643584251404) | > loss_1: 33.99480438232422 (32.695932388305664)  --> STEP: 5 | > loss_disc: 2.0356087684631348 (2.3120572090148928) | > loss_disc_real_0: 0.05096055939793587 (0.11104856505990028) | > loss_disc_real_1: 0.1592217981815338 (0.2014553040266037) | > loss_disc_real_2: 0.1441250592470169 (0.1674816280603409) | > loss_disc_real_3: 0.2009243667125702 (0.19148645401000977) | > loss_disc_real_4: 0.1797800064086914 (0.2327696979045868) | > loss_disc_real_5: 0.19033272564411163 (0.21230825185775756) | > loss_0: 2.0356087684631348 (2.3120572090148928) | > loss_gen: 2.468554973602295 (2.319202756881714) | > loss_kl: 2.4696199893951416 (2.508893537521362) | > loss_feat: 7.777377128601074 (7.14237117767334) | > loss_mel: 20.420459747314453 (18.909189987182618) | > loss_duration: 2.3300390243530273 (2.370299291610718) | > loss_1: 35.4660530090332 (33.24995651245117)  --> STEP: 6 | > loss_disc: 2.3547775745391846 (2.319177269935608) | > loss_disc_real_0: 0.10660723596811295 (0.1103083435446024) | > loss_disc_real_1: 0.21220652759075165 (0.20324717462062836) | > loss_disc_real_2: 0.21073421835899353 (0.17469039311011633) | > loss_disc_real_3: 0.21537506580352783 (0.19546788930892944) | > loss_disc_real_4: 0.2659260928630829 (0.2382957637310028) | > loss_disc_real_5: 0.21422530710697174 (0.21262776106595993) | > loss_0: 2.3547775745391846 (2.319177269935608) | > loss_gen: 2.2056803703308105 (2.30028235912323) | > loss_kl: 2.1289279460906982 (2.445565938949585) | > loss_feat: 3.924335479736328 (6.606031894683838) | > loss_mel: 15.093422889709473 (18.273228804270428) | > loss_duration: 2.192465305328369 (2.340660293896993) | > loss_1: 25.544832229614258 (31.96576913197835)  --> STEP: 7 | > loss_disc: 2.490053653717041 (2.343588181904384) | > loss_disc_real_0: 0.08853444457054138 (0.10719778654830796) | > loss_disc_real_1: 0.17806991934776306 (0.1996504238673619) | > loss_disc_real_2: 0.2588893473148346 (0.18671881513936178) | > loss_disc_real_3: 0.2833983898162842 (0.2080293893814087) | > loss_disc_real_4: 0.25064775347709656 (0.24006033369473048) | > loss_disc_real_5: 0.1996663361787796 (0.21077612893921988) | > loss_0: 2.490053653717041 (2.343588181904384) | > loss_gen: 2.382477283477783 (2.3120244911738803) | > loss_kl: 3.7727649211883545 (2.6351657935551236) | > loss_feat: 7.674210071563721 (6.758628777095249) | > loss_mel: 18.793909072875977 (18.347611699785507) | > loss_duration: 2.5151383876800537 (2.3655857358660017) | > loss_1: 35.13849639892578 (32.419015884399414)  --> STEP: 8 | > loss_disc: 2.18826961517334 (2.3241733610630035) | > loss_disc_real_0: 0.11670715361833572 (0.10838645743206143) | > loss_disc_real_1: 0.19850791990756989 (0.19950761087238789) | > loss_disc_real_2: 0.20848125219345093 (0.18943911977112293) | > loss_disc_real_3: 0.18917232751846313 (0.2056722566485405) | > loss_disc_real_4: 0.21688947081565857 (0.2371639758348465) | > loss_disc_real_5: 0.18835864961147308 (0.20797394402325153) | > loss_0: 2.18826961517334 (2.3241733610630035) | > loss_gen: 2.427440881729126 (2.326451539993286) | > loss_kl: 2.7800073623657227 (2.6532709896564484) | > loss_feat: 8.90248966217041 (7.026611387729645) | > loss_mel: 20.850290298461914 (18.660446524620056) | > loss_duration: 2.2454960346221924 (2.3505745232105255) | > loss_1: 37.20572280883789 (33.017354249954224)  --> STEP: 9 | > loss_disc: 2.3006346225738525 (2.32155794567532) | > loss_disc_real_0: 0.11745117604732513 (0.10939364838931295) | > loss_disc_real_1: 0.1616542786359787 (0.19530168506834242) | > loss_disc_real_2: 0.23153077065944672 (0.19411596986982557) | > loss_disc_real_3: 0.20518864691257477 (0.2056185222334332) | > loss_disc_real_4: 0.23808220028877258 (0.23726600077417162) | > loss_disc_real_5: 0.23862585425376892 (0.21137971182664236) | > loss_0: 2.3006346225738525 (2.32155794567532) | > loss_gen: 2.39128041267395 (2.3336547480689154) | > loss_kl: 1.9814724922180176 (2.5786267121632895) | > loss_feat: 8.358450889587402 (7.174593554602729) | > loss_mel: 19.7128849029541 (18.777384122212727) | > loss_duration: 2.1599066257476807 (2.3293892012702093) | > loss_1: 34.60399627685547 (33.19364780849881)  --> STEP: 10 | > loss_disc: 2.3625872135162354 (2.3256608724594114) | > loss_disc_real_0: 0.16524270176887512 (0.11497855372726917) | > loss_disc_real_1: 0.23044751584529877 (0.19881626814603806) | > loss_disc_real_2: 0.1995590329170227 (0.1946602761745453) | > loss_disc_real_3: 0.14355939626693726 (0.1994126096367836) | > loss_disc_real_4: 0.26486435532569885 (0.24002583622932433) | > loss_disc_real_5: 0.2296273112297058 (0.2132044717669487) | > loss_0: 2.3625872135162354 (2.3256608724594114) | > loss_gen: 2.410377264022827 (2.3413269996643065) | > loss_kl: 2.2475268840789795 (2.5455167293548584) | > loss_feat: 6.34520149230957 (7.091654348373413) | > loss_mel: 17.686710357666016 (18.668316745758055) | > loss_duration: 2.3078372478485107 (2.3272340059280396) | > loss_1: 30.997652053833008 (32.97404823303223)  --> STEP: 11 | > loss_disc: 2.4024839401245117 (2.3326447877016934) | > loss_disc_real_0: 0.11903908848762512 (0.1153476932509379) | > loss_disc_real_1: 0.23028922080993652 (0.20167744566093793) | > loss_disc_real_2: 0.18810883164405823 (0.19406469030813736) | > loss_disc_real_3: 0.21797285974025726 (0.20109990510073575) | > loss_disc_real_4: 0.21323904395103455 (0.23759067329493436) | > loss_disc_real_5: 0.17349094152450562 (0.2095941508358175) | > loss_0: 2.4024839401245117 (2.3326447877016934) | > loss_gen: 2.033738613128662 (2.313364419070157) | > loss_kl: 2.7251956462860107 (2.5618511763485996) | > loss_feat: 4.244001388549805 (6.832776806571267) | > loss_mel: 15.59811019897461 (18.389207059686836) | > loss_duration: 2.442551612854004 (2.3377174247394907) | > loss_1: 27.043598175048828 (32.43491640957919)  --> STEP: 12 | > loss_disc: 2.688042640686035 (2.3622612754503884) | > loss_disc_real_0: 0.11036083102226257 (0.11493212139854829) | > loss_disc_real_1: 0.21110562980175018 (0.20246312767267227) | > loss_disc_real_2: 0.2331148087978363 (0.19731886684894562) | > loss_disc_real_3: 0.2957211136817932 (0.20898500581582388) | > loss_disc_real_4: 0.26672568917274475 (0.2400185912847519) | > loss_disc_real_5: 0.3297387361526489 (0.21960619961222014) | > loss_0: 2.688042640686035 (2.3622612754503884) | > loss_gen: 2.2402729988098145 (2.3072734673817954) | > loss_kl: 2.537170886993408 (2.5597944855690002) | > loss_feat: 6.560765743255615 (6.810109217961629) | > loss_mel: 20.488571166992188 (18.564154068628948) | > loss_duration: 2.2751293182373047 (2.332501749197642) | > loss_1: 34.10190963745117 (32.573832511901855)  --> STEP: 13 | > loss_disc: 2.4557671546936035 (2.3694540353921743) | > loss_disc_real_0: 0.1372905671596527 (0.11665200184171017) | > loss_disc_real_1: 0.2567499279975891 (0.20663903538997358) | > loss_disc_real_2: 0.1667882204055786 (0.19497035558407122) | > loss_disc_real_3: 0.18768198788166046 (0.20734631212858054) | > loss_disc_real_4: 0.24526400864124298 (0.2404220849275589) | > loss_disc_real_5: 0.22735702991485596 (0.2202024173278075) | > loss_0: 2.4557671546936035 (2.3694540353921743) | > loss_gen: 2.378228187561035 (2.312731522780198) | > loss_kl: 2.366004705429077 (2.544887579404391) | > loss_feat: 5.558687210083008 (6.7138459865863505) | > loss_mel: 17.09481430053711 (18.451127932621883) | > loss_duration: 2.1849424839019775 (2.3211510364825907) | > loss_1: 29.582677841186523 (32.3437436910776)  --> STEP: 14 | > loss_disc: 2.417546510696411 (2.37288921219962) | > loss_disc_real_0: 0.1294233649969101 (0.11756424206708159) | > loss_disc_real_1: 0.2257460504770279 (0.20800382218190602) | > loss_disc_real_2: 0.18309997022151947 (0.19412247091531754) | > loss_disc_real_3: 0.2406449168920517 (0.2097247838973999) | > loss_disc_real_4: 0.269133985042572 (0.24247293493577413) | > loss_disc_real_5: 0.2471320480108261 (0.22212596237659454) | > loss_0: 2.417546510696411 (2.37288921219962) | > loss_gen: 2.367675304412842 (2.3166560786111012) | > loss_kl: 2.6366195678710938 (2.5514398642948697) | > loss_feat: 5.664614677429199 (6.638900893075125) | > loss_mel: 18.80631446838379 (18.47649839946202) | > loss_duration: 2.356933116912842 (2.323706899370466) | > loss_1: 31.832157135009766 (32.30720179421561)  --> STEP: 15 | > loss_disc: 2.2643375396728516 (2.3656524340311686) | > loss_disc_real_0: 0.09320509433746338 (0.11594029888510704) | > loss_disc_real_1: 0.2000834196805954 (0.20747579534848531) | > loss_disc_real_2: 0.19689173996448517 (0.1943070888519287) | > loss_disc_real_3: 0.17609524726867676 (0.20748281478881836) | > loss_disc_real_4: 0.26685962080955505 (0.2440987139940262) | > loss_disc_real_5: 0.2489996701478958 (0.2239175428946813) | > loss_0: 2.2643375396728516 (2.3656524340311686) | > loss_gen: 2.4367024898529053 (2.3246591726938886) | > loss_kl: 2.943152666091919 (2.5775540510813397) | > loss_feat: 8.613993644714355 (6.770573743184408) | > loss_mel: 18.545547485351562 (18.481101671854656) | > loss_duration: 2.318885087966919 (2.3233854452768963) | > loss_1: 34.858280181884766 (32.47727368672688)  --> STEP: 16 | > loss_disc: 2.3987843990325928 (2.3677231818437576) | > loss_disc_real_0: 0.17509207129478455 (0.11963728466071188) | > loss_disc_real_1: 0.19850851595401764 (0.20691534038633108) | > loss_disc_real_2: 0.23785586655139923 (0.19702888745814562) | > loss_disc_real_3: 0.25907638669013977 (0.21070741303265095) | > loss_disc_real_4: 0.25942957401275635 (0.24505689274519682) | > loss_disc_real_5: 0.21118228137493134 (0.22312158904969692) | > loss_0: 2.3987843990325928 (2.3677231818437576) | > loss_gen: 2.501889944076538 (2.335736095905304) | > loss_kl: 2.690847873687744 (2.58463491499424) | > loss_feat: 8.10189437866211 (6.853781282901764) | > loss_mel: 16.567724227905273 (18.36151558160782) | > loss_duration: 2.360483169555664 (2.325704053044319) | > loss_1: 32.22283935546875 (32.46137154102325)  --> STEP: 17 | > loss_disc: 2.4525532722473145 (2.372713187161614) | > loss_disc_real_0: 0.10425041615962982 (0.11873217474888353) | > loss_disc_real_1: 0.21074680984020233 (0.20714072094244115) | > loss_disc_real_2: 0.2679240107536316 (0.20119918882846832) | > loss_disc_real_3: 0.2293165922164917 (0.2118020706317004) | > loss_disc_real_4: 0.2706908881664276 (0.24656477482879863) | > loss_disc_real_5: 0.274738073348999 (0.22615785283200882) | > loss_0: 2.4525532722473145 (2.372713187161614) | > loss_gen: 2.3945016860961914 (2.3391928953282974) | > loss_kl: 2.4451920986175537 (2.5764323963838467) | > loss_feat: 6.960153102874756 (6.860038448782528) | > loss_mel: 17.216073989868164 (18.29413666444666) | > loss_duration: 2.479749917984009 (2.33476557451136) | > loss_1: 31.495668411254883 (32.40456547456628)  --> STEP: 18 | > loss_disc: 2.1174209117889404 (2.358530282974243) | > loss_disc_real_0: 0.03595181182026863 (0.11413326569729382) | > loss_disc_real_1: 0.18377846479415894 (0.20584281782309213) | > loss_disc_real_2: 0.1519572138786316 (0.1984635235534774) | > loss_disc_real_3: 0.20642706751823425 (0.21150345934761894) | > loss_disc_real_4: 0.2860955595970154 (0.248760929538144) | > loss_disc_real_5: 0.22336915135383606 (0.22600292497211033) | > loss_0: 2.1174209117889404 (2.358530282974243) | > loss_gen: 2.552079916000366 (2.351019952032301) | > loss_kl: 2.684603691101074 (2.5824419127570257) | > loss_feat: 8.742135047912598 (6.964599370956421) | > loss_mel: 20.39756965637207 (18.410994052886963) | > loss_duration: 2.2880187034606934 (2.332168526119656) | > loss_1: 36.664405822753906 (32.64122327168782)  --> STEP: 19 | > loss_disc: 2.42629337310791 (2.3620967614023307) | > loss_disc_real_0: 0.04919649660587311 (0.11071554100827168) | > loss_disc_real_1: 0.11632756888866425 (0.20113148893180646) | > loss_disc_real_2: 0.17197467386722565 (0.19706937356999046) | > loss_disc_real_3: 0.20066042244434357 (0.210932773194815) | > loss_disc_real_4: 0.3174360990524292 (0.25237541214415904) | > loss_disc_real_5: 0.19492167234420776 (0.22436706957064176) | > loss_0: 2.42629337310791 (2.3620967614023307) | > loss_gen: 2.109829902648926 (2.3383257389068604) | > loss_kl: 2.1217145919799805 (2.5581931064003394) | > loss_feat: 9.892131805419922 (7.1186800254018685) | > loss_mel: 20.01976776123047 (18.495666353326094) | > loss_duration: 2.3237109184265137 (2.3317233888726485) | > loss_1: 36.46715545654297 (32.8425881235223)  --> STEP: 20 | > loss_disc: 2.412574291229248 (2.364620637893677) | > loss_disc_real_0: 0.13976189494132996 (0.11216785870492459) | > loss_disc_real_1: 0.190080925822258 (0.20057896077632903) | > loss_disc_real_2: 0.32572054862976074 (0.20350193232297897) | > loss_disc_real_3: 0.20299272239208221 (0.21053577065467835) | > loss_disc_real_4: 0.18357035517692566 (0.24893515929579735) | > loss_disc_real_5: 0.19823382794857025 (0.2230604074895382) | > loss_0: 2.412574291229248 (2.364620637893677) | > loss_gen: 2.468907356262207 (2.3448548197746275) | > loss_kl: 2.2235755920410156 (2.541462230682373) | > loss_feat: 8.076719284057617 (7.166581988334656) | > loss_mel: 18.938541412353516 (18.517810106277466) | > loss_duration: 2.3181190490722656 (2.331043171882629) | > loss_1: 34.02586364746094 (32.90175189971923)  --> STEP: 21 | > loss_disc: 2.7074942588806152 (2.380947953178769) | > loss_disc_real_0: 0.17461004853248596 (0.11514129631576084) | > loss_disc_real_1: 0.23373627662658691 (0.20215788057872228) | > loss_disc_real_2: 0.207417294383049 (0.20368837813536325) | > loss_disc_real_3: 0.2670854330062866 (0.21322861171904064) | > loss_disc_real_4: 0.32863545417785645 (0.25273041143303826) | > loss_disc_real_5: 0.25284481048583984 (0.22447871239412398) | > loss_0: 2.7074942588806152 (2.380947953178769) | > loss_gen: 2.177607536315918 (2.336890663419451) | > loss_kl: 2.388917922973633 (2.534198216029576) | > loss_feat: 5.290760040283203 (7.0772571336655385) | > loss_mel: 15.495950698852539 (18.37391203925723) | > loss_duration: 2.166337728500366 (2.323200055531093) | > loss_1: 27.519575119018555 (32.64545776730491)  --> STEP: 22 | > loss_disc: 2.4580352306365967 (2.384451920335943) | > loss_disc_real_0: 0.20173907279968262 (0.11907755888321182) | > loss_disc_real_1: 0.25375524163246155 (0.20450321517207407) | > loss_disc_real_2: 0.15323692560195923 (0.2013951302929358) | > loss_disc_real_3: 0.24409085512161255 (0.2146314409646121) | > loss_disc_real_4: 0.29294249415397644 (0.2545582333748991) | > loss_disc_real_5: 0.26571357250213623 (0.22635302421721545) | > loss_0: 2.4580352306365967 (2.384451920335943) | > loss_gen: 2.431535482406616 (2.34119270064614) | > loss_kl: 1.8317912817001343 (2.5022706281055105) | > loss_feat: 6.3192009925842285 (7.042800036343661) | > loss_mel: 18.140222549438477 (18.363289789720014) | > loss_duration: 2.1751058101654053 (2.316468498923562) | > loss_1: 30.897855758666992 (32.56602131236682)  --> STEP: 23 | > loss_disc: 2.537651777267456 (2.3911127836807915) | > loss_disc_real_0: 0.10128676891326904 (0.11830404627582301) | > loss_disc_real_1: 0.20764487981796265 (0.2046398092871127) | > loss_disc_real_2: 0.19170944392681122 (0.20097401349440866) | > loss_disc_real_3: 0.1823129802942276 (0.21322629050068234) | > loss_disc_real_4: 0.26260095834732056 (0.2549079170693522) | > loss_disc_real_5: 0.2641460597515106 (0.22799619967522827) | > loss_0: 2.537651777267456 (2.3911127836807915) | > loss_gen: 2.247380256652832 (2.3371138987333877) | > loss_kl: 2.1346395015716553 (2.4862866660822993) | > loss_feat: 5.418076992034912 (6.972159903982411) | > loss_mel: 17.73251724243164 (18.335864896359652) | > loss_duration: 2.291147470474243 (2.3153675846431567) | > loss_1: 29.823759078979492 (32.44679251961085)  --> STEP: 24 | > loss_disc: 2.5071823596954346 (2.3959490160147348) | > loss_disc_real_0: 0.13779716193675995 (0.11911625942836206) | > loss_disc_real_1: 0.15850722789764404 (0.20271761839588484) | > loss_disc_real_2: 0.23042742908000946 (0.2022012391438087) | > loss_disc_real_3: 0.22077107429504395 (0.21354065649211407) | > loss_disc_real_4: 0.25663870573043823 (0.2549800332635641) | > loss_disc_real_5: 0.2359328269958496 (0.22832689248025417) | > loss_0: 2.5071823596954346 (2.3959490160147348) | > loss_gen: 2.0315561294555664 (2.3243823250134787) | > loss_kl: 2.377716064453125 (2.481762891014417) | > loss_feat: 5.677206516265869 (6.918203512827556) | > loss_mel: 19.488317489624023 (18.383883754412334) | > loss_duration: 2.441709518432617 (2.320631831884384) | > loss_1: 32.016502380371094 (32.4288637638092)  --> STEP: 25 | > loss_disc: 2.533311367034912 (2.401443510055542) | > loss_disc_real_0: 0.1413748562335968 (0.12000660330057145) | > loss_disc_real_1: 0.25351443886756897 (0.2047494912147522) | > loss_disc_real_2: 0.2733742594718933 (0.20504815995693207) | > loss_disc_real_3: 0.18880949914455414 (0.21255141019821167) | > loss_disc_real_4: 0.27847135066986084 (0.25591968595981596) | > loss_disc_real_5: 0.19847966730594635 (0.22713300347328186) | > loss_0: 2.533311367034912 (2.401443510055542) | > loss_gen: 2.2263991832733154 (2.320462999343872) | > loss_kl: 2.16143798828125 (2.4689498949050903) | > loss_feat: 6.30204439163208 (6.893557147979736) | > loss_mel: 15.852884292602539 (18.282643775939942) | > loss_duration: 2.3536648750305176 (2.3219531536102296) | > loss_1: 28.89642906188965 (32.28756637573241)  --> STEP: 26 | > loss_disc: 2.5482277870178223 (2.4070890591694756) | > loss_disc_real_0: 0.16951438784599304 (0.12191074886001073) | > loss_disc_real_1: 0.21443894505500793 (0.2051221625163005) | > loss_disc_real_2: 0.23863673210144043 (0.20634002811633623) | > loss_disc_real_3: 0.23572945594787598 (0.2134428734962757) | > loss_disc_real_4: 0.23407815396785736 (0.2550796270370483) | > loss_disc_real_5: 0.2030297964811325 (0.2262059570505069) | > loss_0: 2.5482277870178223 (2.4070890591694756) | > loss_gen: 2.030797243118286 (2.309322008719811) | > loss_kl: 2.3786628246307373 (2.465477315279154) | > loss_feat: 7.099645137786865 (6.901483609126164) | > loss_mel: 11.46957778930664 (18.020602776454044) | > loss_duration: 2.3026015758514404 (2.3212088621579685) | > loss_1: 25.28128433227539 (32.0180939894456) --> EVAL PERFORMANCE | > avg_loader_time: 0.002491134863633376 (-0.00010831539447490966) | > avg_loss_disc: 2.4070890591694756 (-0.023860399539654686) | > avg_loss_disc_real_0: 0.12191074886001073 (+0.007034368669757471) | > avg_loss_disc_real_1: 0.2051221625163005 (-0.02794115875775996) | > avg_loss_disc_real_2: 0.20634002811633623 (-0.001995652914047241) | > avg_loss_disc_real_3: 0.2134428734962757 (-0.05490335879417571) | > avg_loss_disc_real_4: 0.2550796270370483 (-0.024770137209158716) | > avg_loss_disc_real_5: 0.2262059570505069 (-0.029203468790421128) | > avg_loss_0: 2.4070890591694756 (-0.023860399539654686) | > avg_loss_gen: 2.309322008719811 (-0.16767367491355323) | > avg_loss_kl: 2.465477315279154 (-0.08692145347595215) | > avg_loss_feat: 6.901483609126164 (+0.1924624809852018) | > avg_loss_mel: 18.020602776454044 (-0.0322155218858029) | > avg_loss_duration: 2.3212088621579685 (-8.509709284831857e-05) | > avg_loss_1: 32.0180939894456 (-0.09443400456356699)  > EPOCH: 370/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:18:05)   --> TIME: 2024-06-11 07:18:15 -- STEP: 24/330 -- GLOBAL_STEP: 210125 | > loss_disc: 2.354163408279419 (2.3147998452186584) | > loss_disc_real_0: 0.1078239306807518 (0.10479735831419627) | > loss_disc_real_1: 0.2012477070093155 (0.19717967758576074) | > loss_disc_real_2: 0.2534511089324951 (0.21566727260748544) | > loss_disc_real_3: 0.2185070961713791 (0.22692873080571493) | > loss_disc_real_4: 0.24239295721054077 (0.23204597209890684) | > loss_disc_real_5: 0.22282028198242188 (0.21437235300739607) | > loss_0: 2.354163408279419 (2.3147998452186584) | > grad_norm_0: tensor(6.0999, device='cuda:0') (tensor(10.8965, device='cuda:0')) | > loss_gen: 2.456267833709717 (2.5383493403593698) | > loss_kl: 1.785158395767212 (1.8448710938294728) | > loss_feat: 8.425262451171875 (7.2008101145426435) | > loss_mel: 19.251359939575195 (18.46135870615641) | > loss_duration: 1.9965386390686035 (2.103752831617991) | > loss_1: 33.914588928222656 (32.14914210637411) | > grad_norm_1: tensor(137.5005, device='cuda:0') (tensor(138.5065, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.338 (0.35469600558280945) | > loader_time: 0.003 (0.0031940539677937827)  --> TIME: 2024-06-11 07:18:24 -- STEP: 49/330 -- GLOBAL_STEP: 210150 | > loss_disc: 2.3005340099334717 (2.324287380490984) | > loss_disc_real_0: 0.09921145439147949 (0.10981109099728721) | > loss_disc_real_1: 0.18179136514663696 (0.19813386214022732) | > loss_disc_real_2: 0.19915810227394104 (0.21490833224082478) | > loss_disc_real_3: 0.19040095806121826 (0.22675088595370857) | > loss_disc_real_4: 0.20510730147361755 (0.22640640607901982) | > loss_disc_real_5: 0.19181221723556519 (0.21505138673344437) | > loss_0: 2.3005340099334717 (2.324287380490984) | > grad_norm_0: tensor(14.7666, device='cuda:0') (tensor(12.9347, device='cuda:0')) | > loss_gen: 2.411698341369629 (2.5230651972245197) | > loss_kl: 1.6786953210830688 (1.8397690252381929) | > loss_feat: 7.682938098907471 (7.20694805651295) | > loss_mel: 18.747886657714844 (18.415975609604196) | > loss_duration: 1.9828120470046997 (2.056473055664374) | > loss_1: 32.5040283203125 (32.04223095640843) | > grad_norm_1: tensor(148.2046, device='cuda:0') (tensor(150.0906, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.36 (0.35994138523023955) | > loader_time: 0.0035 (0.0033188060838349014)  --> TIME: 2024-06-11 07:18:34 -- STEP: 74/330 -- GLOBAL_STEP: 210175 | > loss_disc: 2.230055570602417 (2.3296546646066614) | > loss_disc_real_0: 0.09367276728153229 (0.11104310334131524) | > loss_disc_real_1: 0.17112793028354645 (0.2002832345865868) | > loss_disc_real_2: 0.19902245700359344 (0.21502957895800873) | > loss_disc_real_3: 0.23397940397262573 (0.2277310162379935) | > loss_disc_real_4: 0.23506154119968414 (0.22690055821392988) | > loss_disc_real_5: 0.22027601301670074 (0.21814759458239014) | > loss_0: 2.230055570602417 (2.3296546646066614) | > grad_norm_0: tensor(12.4641, device='cuda:0') (tensor(13.0018, device='cuda:0')) | > loss_gen: 2.6073784828186035 (2.5244759160119132) | > loss_kl: 1.9803123474121094 (1.8616338050043257) | > loss_feat: 7.514169692993164 (7.226792464385161) | > loss_mel: 18.514671325683594 (18.48069562138738) | > loss_duration: 1.9566848278045654 (2.039679280809454) | > loss_1: 32.57321548461914 (32.133277068266985) | > grad_norm_1: tensor(77.4695, device='cuda:0') (tensor(145.1148, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.3798 (0.36310160804439234) | > loader_time: 0.0035 (0.003477460629231221)  --> TIME: 2024-06-11 07:18:43 -- STEP: 99/330 -- GLOBAL_STEP: 210200 | > loss_disc: 2.394534111022949 (2.328208829417372) | > loss_disc_real_0: 0.12794935703277588 (0.111585282015078) | > loss_disc_real_1: 0.22559967637062073 (0.20123119321134356) | > loss_disc_real_2: 0.25579506158828735 (0.21376530299283036) | > loss_disc_real_3: 0.2556261718273163 (0.22779891180871714) | > loss_disc_real_4: 0.23126891255378723 (0.226891257395648) | > loss_disc_real_5: 0.23810066282749176 (0.21753748393420017) | > loss_0: 2.394534111022949 (2.328208829417372) | > grad_norm_0: tensor(12.6323, device='cuda:0') (tensor(14.5654, device='cuda:0')) | > loss_gen: 2.57700777053833 (2.530673732661237) | > loss_kl: 1.765190601348877 (1.8686680697431466) | > loss_feat: 6.963095664978027 (7.266986090727527) | > loss_mel: 17.625843048095703 (18.415824254353836) | > loss_duration: 2.0465612411499023 (2.0369658771187362) | > loss_1: 30.977699279785156 (32.119117968010165) | > grad_norm_1: tensor(244.2025, device='cuda:0') (tensor(165.4008, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.3635 (0.3639178589136913) | > loader_time: 0.0037 (0.0035732803922710996)  --> TIME: 2024-06-11 07:18:53 -- STEP: 124/330 -- GLOBAL_STEP: 210225 | > loss_disc: 2.179774522781372 (2.332700035264413) | > loss_disc_real_0: 0.06640058755874634 (0.11259728525915454) | > loss_disc_real_1: 0.183668851852417 (0.20013831567860418) | > loss_disc_real_2: 0.20668251812458038 (0.21416246097895406) | > loss_disc_real_3: 0.21433761715888977 (0.22742157201132468) | > loss_disc_real_4: 0.20333772897720337 (0.2263388148238582) | > loss_disc_real_5: 0.20955118536949158 (0.2176272501387904) | > loss_0: 2.179774522781372 (2.332700035264413) | > grad_norm_0: tensor(9.2247, device='cuda:0') (tensor(17.1431, device='cuda:0')) | > loss_gen: 2.7800350189208984 (2.5248042844956915) | > loss_kl: 1.8279520273208618 (1.8638613608575634) | > loss_feat: 8.01338005065918 (7.2496025408467935) | > loss_mel: 19.461627960205078 (18.381651693774806) | > loss_duration: 2.0462708473205566 (2.038449626776479) | > loss_1: 34.12926483154297 (32.0583694519535) | > grad_norm_1: tensor(353.0519, device='cuda:0') (tensor(199.3796, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.3672 (0.36519850261749753) | > loader_time: 0.0039 (0.00364826379283782)  --> TIME: 2024-06-11 07:19:02 -- STEP: 149/330 -- GLOBAL_STEP: 210250 | > loss_disc: 2.3951809406280518 (2.3321033356173717) | > loss_disc_real_0: 0.1293843686580658 (0.11226074122542502) | > loss_disc_real_1: 0.24230729043483734 (0.20088024657444667) | > loss_disc_real_2: 0.21482808887958527 (0.2141143566610029) | > loss_disc_real_3: 0.21557864546775818 (0.2274146120020207) | > loss_disc_real_4: 0.20079949498176575 (0.22651585846539313) | > loss_disc_real_5: 0.2149527668952942 (0.21747592271574392) | > loss_0: 2.3951809406280518 (2.3321033356173717) | > grad_norm_0: tensor(58.8642, device='cuda:0') (tensor(19.3827, device='cuda:0')) | > loss_gen: 2.3938422203063965 (2.5343887629925006) | > loss_kl: 2.06801176071167 (1.8707506680648598) | > loss_feat: 7.307860851287842 (7.27638801792324) | > loss_mel: 17.92453384399414 (18.354112317898128) | > loss_duration: 2.0591936111450195 (2.0400937843642772) | > loss_1: 31.75344467163086 (32.07573350483938) | > grad_norm_1: tensor(202.5384, device='cuda:0') (tensor(213.5575, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.3839 (0.36701151828637846) | > loader_time: 0.0041 (0.0037286457599409475)  --> TIME: 2024-06-11 07:19:12 -- STEP: 174/330 -- GLOBAL_STEP: 210275 | > loss_disc: 2.3300085067749023 (2.326566881146924) | > loss_disc_real_0: 0.1385602205991745 (0.11013655512240426) | > loss_disc_real_1: 0.21561221778392792 (0.2002820509603654) | > loss_disc_real_2: 0.20088660717010498 (0.21394879704919353) | > loss_disc_real_3: 0.23459358513355255 (0.22775240996103177) | > loss_disc_real_4: 0.2678937315940857 (0.22493556116161675) | > loss_disc_real_5: 0.2237945795059204 (0.21782728627152825) | > loss_0: 2.3300085067749023 (2.326566881146924) | > grad_norm_0: tensor(49.8030, device='cuda:0') (tensor(20.7106, device='cuda:0')) | > loss_gen: 2.6772236824035645 (2.552358076490205) | > loss_kl: 1.9496384859085083 (1.8739453382875728) | > loss_feat: 7.722330093383789 (7.3052022922998185) | > loss_mel: 18.87980842590332 (18.326959873067914) | > loss_duration: 2.1276402473449707 (2.0441304931695417) | > loss_1: 33.35663986206055 (32.10259597602933) | > grad_norm_1: tensor(158.9182, device='cuda:0') (tensor(227.8247, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.4037 (0.370901005021457) | > loader_time: 0.0042 (0.0038431074427462174)  --> TIME: 2024-06-11 07:19:22 -- STEP: 199/330 -- GLOBAL_STEP: 210300 | > loss_disc: 2.3182268142700195 (2.3305417257337724) | > loss_disc_real_0: 0.2243744432926178 (0.11328245716253717) | > loss_disc_real_1: 0.19888749718666077 (0.20035990818062022) | > loss_disc_real_2: 0.23664544522762299 (0.2139190274417101) | > loss_disc_real_3: 0.24547716975212097 (0.22753236723605114) | > loss_disc_real_4: 0.2503475546836853 (0.22498840969711092) | > loss_disc_real_5: 0.22665783762931824 (0.21775648611873838) | > loss_0: 2.3182268142700195 (2.3305417257337724) | > grad_norm_0: tensor(58.5082, device='cuda:0') (tensor(24.2404, device='cuda:0')) | > loss_gen: 2.6777143478393555 (2.550297381290839) | > loss_kl: 1.8097636699676514 (1.8739548933565917) | > loss_feat: 6.686375617980957 (7.295216804772765) | > loss_mel: 18.335086822509766 (18.29009255452371) | > loss_duration: 2.158295154571533 (2.0508437078801824) | > loss_1: 31.667236328125 (32.06040527113718) | > grad_norm_1: tensor(407.1694, device='cuda:0') (tensor(251.2634, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.3928 (0.3738341199692769) | > loader_time: 0.0053 (0.003973746419551983)  --> TIME: 2024-06-11 07:19:33 -- STEP: 224/330 -- GLOBAL_STEP: 210325 | > loss_disc: 2.3327364921569824 (2.330218546092511) | > loss_disc_real_0: 0.13488471508026123 (0.11356115786890898) | > loss_disc_real_1: 0.2116672396659851 (0.19992630429831998) | > loss_disc_real_2: 0.2223467081785202 (0.2134945271536708) | > loss_disc_real_3: 0.20410622656345367 (0.22735154069960117) | > loss_disc_real_4: 0.22409294545650482 (0.2251758947968483) | > loss_disc_real_5: 0.21540328860282898 (0.21839975199795195) | > loss_0: 2.3327364921569824 (2.330218546092511) | > grad_norm_0: tensor(12.3844, device='cuda:0') (tensor(24.2956, device='cuda:0')) | > loss_gen: 2.418497323989868 (2.5449014423148983) | > loss_kl: 1.8924599885940552 (1.8733518751604217) | > loss_feat: 8.030824661254883 (7.302327935184751) | > loss_mel: 18.65447998046875 (18.255047082900983) | > loss_duration: 2.1631648540496826 (2.0573532022535788) | > loss_1: 33.159427642822266 (32.03298148087096) | > grad_norm_1: tensor(76.9516, device='cuda:0') (tensor(254.2858, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.406 (0.3773671399269785) | > loader_time: 0.005 (0.00408394741160529)  --> TIME: 2024-06-11 07:19:43 -- STEP: 249/330 -- GLOBAL_STEP: 210350 | > loss_disc: 2.369957447052002 (2.3334056507631487) | > loss_disc_real_0: 0.11732266843318939 (0.11472338668433538) | > loss_disc_real_1: 0.2061266452074051 (0.19955737158715964) | > loss_disc_real_2: 0.23455220460891724 (0.21405511250696987) | > loss_disc_real_3: 0.2184297740459442 (0.22743426742084533) | > loss_disc_real_4: 0.22380593419075012 (0.2259797881166619) | > loss_disc_real_5: 0.20989146828651428 (0.21847037193047475) | > loss_0: 2.369957447052002 (2.3334056507631487) | > grad_norm_0: tensor(5.4595, device='cuda:0') (tensor(23.5025, device='cuda:0')) | > loss_gen: 2.4923312664031982 (2.538510954523662) | > loss_kl: 1.8970826864242554 (1.875065083484573) | > loss_feat: 7.901432037353516 (7.292144005557141) | > loss_mel: 18.095409393310547 (18.218252794809594) | > loss_duration: 2.127476215362549 (2.0646999490308944) | > loss_1: 32.51373291015625 (31.988672739051946) | > grad_norm_1: tensor(72.5100, device='cuda:0') (tensor(247.2923, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.4273 (0.38125127194875696) | > loader_time: 0.0054 (0.004221388613842577)  --> TIME: 2024-06-11 07:19:55 -- STEP: 274/330 -- GLOBAL_STEP: 210375 | > loss_disc: 2.316869020462036 (2.334946613242157) | > loss_disc_real_0: 0.127266526222229 (0.1151350740152989) | > loss_disc_real_1: 0.19814731180667877 (0.20041650974184932) | > loss_disc_real_2: 0.1833505928516388 (0.21399289494665868) | > loss_disc_real_3: 0.19093360006809235 (0.2273058981029657) | > loss_disc_real_4: 0.18775354325771332 (0.22584645308717324) | > loss_disc_real_5: 0.22711484134197235 (0.2184293395193824) | > loss_0: 2.316869020462036 (2.334946613242157) | > grad_norm_0: tensor(58.6927, device='cuda:0') (tensor(23.5984, device='cuda:0')) | > loss_gen: 2.5850939750671387 (2.534215445936162) | > loss_kl: 1.910334587097168 (1.8784615810770189) | > loss_feat: 8.0560884475708 (7.290814131715872) | > loss_mel: 17.420129776000977 (18.17872377381706) | > loss_duration: 2.1535239219665527 (2.0723279014121005) | > loss_1: 32.12517166137695 (31.954542779574464) | > grad_norm_1: tensor(636.9139, device='cuda:0') (tensor(253.0327, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.4375 (0.38624690309928283) | > loader_time: 0.0064 (0.004388568175100062)  --> TIME: 2024-06-11 07:20:06 -- STEP: 299/330 -- GLOBAL_STEP: 210400 | > loss_disc: 2.484063148498535 (2.335728635756069) | > loss_disc_real_0: 0.1304049789905548 (0.11556229314277802) | > loss_disc_real_1: 0.18617817759513855 (0.20080352382715735) | > loss_disc_real_2: 0.24412137269973755 (0.21401064391917607) | > loss_disc_real_3: 0.2264389842748642 (0.22758015068279067) | > loss_disc_real_4: 0.2672007381916046 (0.2260675544423802) | > loss_disc_real_5: 0.25372302532196045 (0.21855348727376167) | > loss_0: 2.484063148498535 (2.335728635756069) | > grad_norm_0: tensor(29.2826, device='cuda:0') (tensor(25.4997, device='cuda:0')) | > loss_gen: 2.5060224533081055 (2.53642141300699) | > loss_kl: 1.8667566776275635 (1.880214427625854) | > loss_feat: 6.986963272094727 (7.302976991021913) | > loss_mel: 16.1702938079834 (18.128072202803693) | > loss_duration: 2.231935501098633 (2.0820769286873344) | > loss_1: 29.761972427368164 (31.929761924871265) | > grad_norm_1: tensor(442.9262, device='cuda:0') (tensor(267.5238, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.4697 (0.3922019602861692) | > loader_time: 0.0068 (0.004580661205942415)  --> TIME: 2024-06-11 07:20:20 -- STEP: 324/330 -- GLOBAL_STEP: 210425 | > loss_disc: 2.470050573348999 (2.339735505757509) | > loss_disc_real_0: 0.09673382341861725 (0.11672415425656019) | > loss_disc_real_1: 0.28757181763648987 (0.20136126894273876) | > loss_disc_real_2: 0.2244962900876999 (0.21422154989875394) | > loss_disc_real_3: 0.23596225678920746 (0.22745596369107568) | > loss_disc_real_4: 0.14292789995670319 (0.2257645395067003) | > loss_disc_real_5: 0.21437329053878784 (0.21877692639827728) | > loss_0: 2.470050573348999 (2.339735505757509) | > grad_norm_0: tensor(59.6811, device='cuda:0') (tensor(27.3490, device='cuda:0')) | > loss_gen: 2.5134670734405518 (2.5359805035002445) | > loss_kl: 2.0496671199798584 (1.887788564702611) | > loss_feat: 9.658815383911133 (7.362011553328714) | > loss_mel: 18.549171447753906 (18.09626147776475) | > loss_duration: 2.296994686126709 (2.0958029594686285) | > loss_1: 35.068115234375 (31.977845021236117) | > grad_norm_1: tensor(344.6064, device='cuda:0') (tensor(279.4088, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.58 (0.403098491974819) | > loader_time: 0.0097 (0.004887357170199168)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.463576316833496 (2.463576316833496) | > loss_disc_real_0: 0.0634860172867775 (0.0634860172867775) | > loss_disc_real_1: 0.20618847012519836 (0.20618847012519836) | > loss_disc_real_2: 0.2521476447582245 (0.2521476447582245) | > loss_disc_real_3: 0.2434723675251007 (0.2434723675251007) | > loss_disc_real_4: 0.31134021282196045 (0.31134021282196045) | > loss_disc_real_5: 0.24261395633220673 (0.24261395633220673) | > loss_0: 2.463576316833496 (2.463576316833496) | > loss_gen: 2.631065845489502 (2.631065845489502) | > loss_kl: 1.3685407638549805 (1.3685407638549805) | > loss_feat: 7.917919635772705 (7.917919635772705) | > loss_mel: 18.27848243713379 (18.27848243713379) | > loss_duration: 2.863471269607544 (2.863471269607544) | > loss_1: 33.059478759765625 (33.059478759765625)  --> STEP: 1 | > loss_disc: 2.0477256774902344 (2.0477256774902344) | > loss_disc_real_0: 0.05475247651338577 (0.05475247651338577) | > loss_disc_real_1: 0.15870431065559387 (0.15870431065559387) | > loss_disc_real_2: 0.2728726267814636 (0.2728726267814636) | > loss_disc_real_3: 0.2469223141670227 (0.2469223141670227) | > loss_disc_real_4: 0.20714551210403442 (0.20714551210403442) | > loss_disc_real_5: 0.19925664365291595 (0.19925664365291595) | > loss_0: 2.0477256774902344 (2.0477256774902344) | > loss_gen: 2.7034730911254883 (2.7034730911254883) | > loss_kl: 2.5963430404663086 (2.5963430404663086) | > loss_feat: 7.501977443695068 (7.501977443695068) | > loss_mel: 20.28921127319336 (20.28921127319336) | > loss_duration: 2.450425148010254 (2.450425148010254) | > loss_1: 35.54142761230469 (35.54142761230469)  --> STEP: 2 | > loss_disc: 2.2937068939208984 (2.1707162857055664) | > loss_disc_real_0: 0.1545013189315796 (0.10462689772248268) | > loss_disc_real_1: 0.2007785141468048 (0.17974141240119934) | > loss_disc_real_2: 0.21831291913986206 (0.24559277296066284) | > loss_disc_real_3: 0.18625648319721222 (0.21658939868211746) | > loss_disc_real_4: 0.20415908098220825 (0.20565229654312134) | > loss_disc_real_5: 0.17211365699768066 (0.1856851503252983) | > loss_0: 2.2937068939208984 (2.1707162857055664) | > loss_gen: 2.3870341777801514 (2.54525363445282) | > loss_kl: 2.503525495529175 (2.5499342679977417) | > loss_feat: 6.8100433349609375 (7.156010389328003) | > loss_mel: 18.411922454833984 (19.350566864013672) | > loss_duration: 2.5222959518432617 (2.486360549926758) | > loss_1: 32.63481903076172 (34.0881233215332)  --> STEP: 3 | > loss_disc: 2.0000855922698975 (2.1138393878936768) | > loss_disc_real_0: 0.12502989172935486 (0.11142789572477341) | > loss_disc_real_1: 0.22668109834194183 (0.19538797438144684) | > loss_disc_real_2: 0.18617020547389984 (0.22578525046507517) | > loss_disc_real_3: 0.19024749100208282 (0.20780876278877258) | > loss_disc_real_4: 0.20118919014930725 (0.20416459441184998) | > loss_disc_real_5: 0.20621898770332336 (0.19252976278463999) | > loss_0: 2.0000855922698975 (2.1138393878936768) | > loss_gen: 2.701077699661255 (2.5971949895222983) | > loss_kl: 3.092339277267456 (2.730735937754313) | > loss_feat: 7.162115573883057 (7.1580454508463545) | > loss_mel: 17.05942153930664 (18.586851755777996) | > loss_duration: 2.241687774658203 (2.4048029581705728) | > loss_1: 32.25664520263672 (33.477630615234375)  --> STEP: 4 | > loss_disc: 2.3817808628082275 (2.1808247566223145) | > loss_disc_real_0: 0.14287501573562622 (0.11928967572748661) | > loss_disc_real_1: 0.2501120865345001 (0.20906900241971016) | > loss_disc_real_2: 0.24204154312610626 (0.22984932363033295) | > loss_disc_real_3: 0.2557690739631653 (0.21979884058237076) | > loss_disc_real_4: 0.2210007905960083 (0.20837364345788956) | > loss_disc_real_5: 0.19562683999538422 (0.19330403208732605) | > loss_0: 2.3817808628082275 (2.1808247566223145) | > loss_gen: 2.4095406532287598 (2.5502814054489136) | > loss_kl: 3.147439479827881 (2.834911823272705) | > loss_feat: 6.567736625671387 (7.010468244552612) | > loss_mel: 19.198944091796875 (18.739874839782715) | > loss_duration: 2.2795746326446533 (2.373495876789093) | > loss_1: 33.603233337402344 (33.50903129577637)  --> STEP: 5 | > loss_disc: 2.6248183250427246 (2.2696234703063967) | > loss_disc_real_0: 0.2118673026561737 (0.13780520111322403) | > loss_disc_real_1: 0.29125192761421204 (0.22550558745861055) | > loss_disc_real_2: 0.29926344752311707 (0.24373214840888976) | > loss_disc_real_3: 0.31820815801620483 (0.23948070406913757) | > loss_disc_real_4: 0.28831812739372253 (0.22436254024505614) | > loss_disc_real_5: 0.2415417581796646 (0.20295157730579377) | > loss_0: 2.6248183250427246 (2.2696234703063967) | > loss_gen: 2.585463285446167 (2.557317781448364) | > loss_kl: 2.370284080505371 (2.7419862747192383) | > loss_feat: 5.132756233215332 (6.634925842285156) | > loss_mel: 19.198837280273438 (18.831667327880858) | > loss_duration: 2.3281214237213135 (2.364420986175537) | > loss_1: 31.615461349487305 (33.130317306518556)  --> STEP: 6 | > loss_disc: 2.311774492263794 (2.2766486406326294) | > loss_disc_real_0: 0.11202389001846313 (0.13350831593076387) | > loss_disc_real_1: 0.18398641049861908 (0.21858572463194528) | > loss_disc_real_2: 0.23222191631793976 (0.24181377639373144) | > loss_disc_real_3: 0.26059335470199585 (0.24299947917461395) | > loss_disc_real_4: 0.2266394942998886 (0.22474203258752823) | > loss_disc_real_5: 0.2029811590909958 (0.20295650760332742) | > loss_0: 2.311774492263794 (2.2766486406326294) | > loss_gen: 2.417443037033081 (2.534005324045817) | > loss_kl: 2.2535369396209717 (2.6605780522028604) | > loss_feat: 6.004263877868652 (6.529815514882405) | > loss_mel: 18.680238723754883 (18.806429227193195) | > loss_duration: 2.1439385414123535 (2.32767391204834) | > loss_1: 31.499420166015625 (32.85850111643473)  --> STEP: 7 | > loss_disc: 2.250723123550415 (2.27294499533517) | > loss_disc_real_0: 0.09976586699485779 (0.1286879660827773) | > loss_disc_real_1: 0.23244856297969818 (0.2205661301101957) | > loss_disc_real_2: 0.19487343728542328 (0.23510801366397313) | > loss_disc_real_3: 0.24834796786308289 (0.24376354898725236) | > loss_disc_real_4: 0.22203360497951508 (0.22435511435781205) | > loss_disc_real_5: 0.1806548684835434 (0.199770559157644) | > loss_0: 2.250723123550415 (2.27294499533517) | > loss_gen: 2.4305577278137207 (2.5192270960126604) | > loss_kl: 3.307474136352539 (2.7529917785099576) | > loss_feat: 5.944467067718506 (6.4461943081447055) | > loss_mel: 18.229066848754883 (18.723948887416295) | > loss_duration: 2.542254686355591 (2.358328308377947) | > loss_1: 32.453819274902344 (32.80068942478725)  --> STEP: 8 | > loss_disc: 2.343364953994751 (2.281747490167618) | > loss_disc_real_0: 0.1475394070148468 (0.13104439619928598) | > loss_disc_real_1: 0.22537733614444733 (0.22116753086447716) | > loss_disc_real_2: 0.23925460875034332 (0.2356263380497694) | > loss_disc_real_3: 0.20909373462200165 (0.23942982219159603) | > loss_disc_real_4: 0.1844739317893982 (0.21936996653676033) | > loss_disc_real_5: 0.18122030794620514 (0.19745177775621414) | > loss_0: 2.343364953994751 (2.281747490167618) | > loss_gen: 2.349992513656616 (2.498072773218155) | > loss_kl: 2.530471086502075 (2.725176692008972) | > loss_feat: 7.015942096710205 (6.517412781715393) | > loss_mel: 19.39022445678711 (18.807233333587646) | > loss_duration: 2.196397542953491 (2.33808696269989) | > loss_1: 33.483028411865234 (32.885981798172)  --> STEP: 9 | > loss_disc: 2.3237500190734863 (2.2864144378238254) | > loss_disc_real_0: 0.21244384348392487 (0.14008877923091254) | > loss_disc_real_1: 0.17973238229751587 (0.2165636254681481) | > loss_disc_real_2: 0.2730053663253784 (0.23977956341372597) | > loss_disc_real_3: 0.1992609053850174 (0.2349666092130873) | > loss_disc_real_4: 0.2588042616844177 (0.22375155488650003) | > loss_disc_real_5: 0.19975291192531586 (0.19770745933055878) | > loss_0: 2.3237500190734863 (2.2864144378238254) | > loss_gen: 2.6098644733428955 (2.510494073232015) | > loss_kl: 2.619163990020752 (2.71339750289917) | > loss_feat: 8.978123664855957 (6.790825102064344) | > loss_mel: 20.77338218688965 (19.02569431728787) | > loss_duration: 2.158569097518921 (2.318140533235338) | > loss_1: 37.139102935791016 (33.358550813463)  --> STEP: 10 | > loss_disc: 2.521646738052368 (2.30993766784668) | > loss_disc_real_0: 0.14754515886306763 (0.14083441719412804) | > loss_disc_real_1: 0.2589028775691986 (0.22079755067825318) | > loss_disc_real_2: 0.2940291464328766 (0.24520452171564103) | > loss_disc_real_3: 0.24286049604415894 (0.23575599789619445) | > loss_disc_real_4: 0.2353222519159317 (0.22490862458944322) | > loss_disc_real_5: 0.19285427033901215 (0.19722214043140412) | > loss_0: 2.521646738052368 (2.30993766784668) | > loss_gen: 2.3588361740112305 (2.4953282833099366) | > loss_kl: 2.4364326000213623 (2.685701012611389) | > loss_feat: 6.2077484130859375 (6.732517433166504) | > loss_mel: 18.29654312133789 (18.95277919769287) | > loss_duration: 2.27309513092041 (2.313635993003845) | > loss_1: 31.572654724121094 (33.17996120452881)  --> STEP: 11 | > loss_disc: 2.5439774990081787 (2.331214016134089) | > loss_disc_real_0: 0.13053014874458313 (0.13989766551689667) | > loss_disc_real_1: 0.22841252386569977 (0.22148982096802106) | > loss_disc_real_2: 0.2874932587146759 (0.24904895235191693) | > loss_disc_real_3: 0.27272918820381165 (0.23911719701506876) | > loss_disc_real_4: 0.2955085039138794 (0.23132679543711923) | > loss_disc_real_5: 0.30087217688560486 (0.20664487101814963) | > loss_0: 2.5439774990081787 (2.331214016134089) | > loss_gen: 2.4176223278045654 (2.488264105536721) | > loss_kl: 2.8937759399414062 (2.704616915095936) | > loss_feat: 6.592169284820557 (6.7197585105896) | > loss_mel: 17.267271041870117 (18.799551183527168) | > loss_duration: 2.4185919761657715 (2.323177446018566) | > loss_1: 31.58942985534668 (33.03536744551225)  --> STEP: 12 | > loss_disc: 2.516319513320923 (2.3466394742329917) | > loss_disc_real_0: 0.10453210771083832 (0.13695053569972512) | > loss_disc_real_1: 0.1743689626455307 (0.2175630827744802) | > loss_disc_real_2: 0.22470633685588837 (0.2470204010605812) | > loss_disc_real_3: 0.24514850974082947 (0.23961980640888214) | > loss_disc_real_4: 0.25692346692085266 (0.233459851394097) | > loss_disc_real_5: 0.22850115597248077 (0.20846622809767723) | > loss_0: 2.516319513320923 (2.3466394742329917) | > loss_gen: 2.2297163009643555 (2.4667184551556907) | > loss_kl: 2.583509922027588 (2.694524665673574) | > loss_feat: 5.638759613037109 (6.629675269126892) | > loss_mel: 19.820194244384766 (18.88460477193197) | > loss_duration: 2.2520246505737305 (2.317248046398163) | > loss_1: 32.52420425415039 (32.992770512898765)  --> STEP: 13 | > loss_disc: 2.472799777984619 (2.3563441129831166) | > loss_disc_real_0: 0.1469728648662567 (0.13772148409715063) | > loss_disc_real_1: 0.2350846379995346 (0.218910894714869) | > loss_disc_real_2: 0.2521395683288574 (0.24741418315814093) | > loss_disc_real_3: 0.18828538060188293 (0.23567100442372835) | > loss_disc_real_4: 0.23347055912017822 (0.23346067506533402) | > loss_disc_real_5: 0.1776520013809204 (0.20609590296561903) | > loss_0: 2.472799777984619 (2.3563441129831166) | > loss_gen: 2.1724424362182617 (2.4440818383143497) | > loss_kl: 3.262082099914551 (2.738182929845957) | > loss_feat: 6.115699768066406 (6.590138692122239) | > loss_mel: 16.897056579589844 (18.731716449444114) | > loss_duration: 2.183650493621826 (2.306971311569214) | > loss_1: 30.630931854248047 (32.811090616079476)  --> STEP: 14 | > loss_disc: 2.4032154083251953 (2.359692062650408) | > loss_disc_real_0: 0.1963132619857788 (0.1419066110891955) | > loss_disc_real_1: 0.16870130598545074 (0.21532449551991054) | > loss_disc_real_2: 0.21605035662651062 (0.24517390983445303) | > loss_disc_real_3: 0.1796976625919342 (0.2316729085786002) | > loss_disc_real_4: 0.2239774763584137 (0.23278330372912542) | > loss_disc_real_5: 0.1699020266532898 (0.20351062608616693) | > loss_0: 2.4032154083251953 (2.359692062650408) | > loss_gen: 2.1823642253875732 (2.4253877231052945) | > loss_kl: 2.9224889278411865 (2.751347643988473) | > loss_feat: 7.924683094024658 (6.6854632922581265) | > loss_mel: 19.853527069091797 (18.81184577941895) | > loss_duration: 2.343039035797119 (2.309547577585493) | > loss_1: 35.226104736328125 (32.98359162466867)  --> STEP: 15 | > loss_disc: 2.215665340423584 (2.3500902811686197) | > loss_disc_real_0: 0.17078471183776855 (0.14383181780576704) | > loss_disc_real_1: 0.20214799046516418 (0.2144460618495941) | > loss_disc_real_2: 0.1857490986585617 (0.24121225575606028) | > loss_disc_real_3: 0.24104146659374237 (0.23229747911294302) | > loss_disc_real_4: 0.262057363986969 (0.234734907746315) | > loss_disc_real_5: 0.12100142985582352 (0.19801001300414403) | > loss_0: 2.215665340423584 (2.3500902811686197) | > loss_gen: 2.4742023944854736 (2.4286420345306396) | > loss_kl: 3.530400037765503 (2.8032844702402753) | > loss_feat: 6.604384422302246 (6.680058034261068) | > loss_mel: 19.577667236328125 (18.862900543212895) | > loss_duration: 2.3153457641601562 (2.309934123357137) | > loss_1: 34.50199890136719 (33.08481877644857)  --> STEP: 16 | > loss_disc: 2.560572385787964 (2.363245412707329) | > loss_disc_real_0: 0.11075200885534286 (0.14176432974636552) | > loss_disc_real_1: 0.23866519331932068 (0.21595975756645203) | > loss_disc_real_2: 0.22732087969779968 (0.240344044752419) | > loss_disc_real_3: 0.2221527248620987 (0.23166343197226524) | > loss_disc_real_4: 0.21240481734275818 (0.2333392770960927) | > loss_disc_real_5: 0.18635214865207672 (0.19728139648213983) | > loss_0: 2.560572385787964 (2.363245412707329) | > loss_gen: 1.9727075099945068 (2.4001461267471313) | > loss_kl: 2.323028326034546 (2.773268461227417) | > loss_feat: 6.112768173217773 (6.644602417945862) | > loss_mel: 16.880725860595703 (18.73901462554932) | > loss_duration: 2.376060724258423 (2.3140670359134674) | > loss_1: 29.66529083251953 (32.871098279953)  --> STEP: 17 | > loss_disc: 2.5799756050109863 (2.3759942475487206) | > loss_disc_real_0: 0.14456111192703247 (0.1419288463452283) | > loss_disc_real_1: 0.31508710980415344 (0.22179077828631683) | > loss_disc_real_2: 0.21892297267913818 (0.23908398168928482) | > loss_disc_real_3: 0.3051740229129791 (0.23598758438054254) | > loss_disc_real_4: 0.37104398012161255 (0.2414395537446527) | > loss_disc_real_5: 0.29332348704338074 (0.20293093122103634) | > loss_0: 2.5799756050109863 (2.3759942475487206) | > loss_gen: 2.5957729816436768 (2.411653588799869) | > loss_kl: 2.3426706790924072 (2.7479391799253574) | > loss_feat: 4.799750328063965 (6.536081706776338) | > loss_mel: 18.29676055908203 (18.71299968046301) | > loss_duration: 2.3961989879608154 (2.3188983272103703) | > loss_1: 30.431154251098633 (32.72757216060863)  --> STEP: 18 | > loss_disc: 2.2156989574432373 (2.367088953653971) | > loss_disc_real_0: 0.17368453741073608 (0.14369305140442315) | > loss_disc_real_1: 0.11847031116485596 (0.21605075233512455) | > loss_disc_real_2: 0.17651939392089844 (0.2356081712577078) | > loss_disc_real_3: 0.19887548685073853 (0.2339258011844423) | > loss_disc_real_4: 0.21836788952350616 (0.24015779462125567) | > loss_disc_real_5: 0.23771226406097412 (0.20486322748992178) | > loss_0: 2.2156989574432373 (2.367088953653971) | > loss_gen: 2.424154281616211 (2.4123480717341104) | > loss_kl: 2.7858357429504395 (2.7500445445378623) | > loss_feat: 9.027626037597656 (6.674500836266412) | > loss_mel: 17.388952255249023 (18.639441490173343) | > loss_duration: 2.2777228355407715 (2.3166107998953924) | > loss_1: 33.90428924560547 (32.792945331997345)  --> STEP: 19 | > loss_disc: 2.670531749725342 (2.383059627131412) | > loss_disc_real_0: 0.15782169997692108 (0.1444366644871862) | > loss_disc_real_1: 0.26636260747909546 (0.21869874471112302) | > loss_disc_real_2: 0.23402218520641327 (0.23552469830763967) | > loss_disc_real_3: 0.26606661081314087 (0.2356174227438475) | > loss_disc_real_4: 0.291080117225647 (0.24283791686359205) | > loss_disc_real_5: 0.2656709551811218 (0.20806363421051124) | > loss_0: 2.670531749725342 (2.383059627131412) | > loss_gen: 2.201573610305786 (2.401254679027357) | > loss_kl: 1.9198487997055054 (2.7063500316519487) | > loss_feat: 4.815340995788574 (6.576650318346526) | > loss_mel: 16.16585922241211 (18.509252949764857) | > loss_duration: 2.3004822731018066 (2.315761930064151) | > loss_1: 27.403104782104492 (32.50926951358193)  --> STEP: 20 | > loss_disc: 2.5552868843078613 (2.391670989990234) | > loss_disc_real_0: 0.16106551885604858 (0.14526810720562933) | > loss_disc_real_1: 0.19886662065982819 (0.21770713850855827) | > loss_disc_real_2: 0.245161771774292 (0.23600655198097228) | > loss_disc_real_3: 0.24322055280208588 (0.2359975792467594) | > loss_disc_real_4: 0.2537238299846649 (0.2433822125196457) | > loss_disc_real_5: 0.2554900050163269 (0.21043495275080204) | > loss_0: 2.5552868843078613 (2.391670989990234) | > loss_gen: 2.164273500442505 (2.389405620098114) | > loss_kl: 2.056598663330078 (2.673862463235855) | > loss_feat: 5.594141960144043 (6.5275249004364015) | > loss_mel: 17.177316665649414 (18.442656135559083) | > loss_duration: 2.282449722290039 (2.3140963196754454) | > loss_1: 29.2747802734375 (32.347545051574706)  --> STEP: 21 | > loss_disc: 2.4202866554260254 (2.393033640725272) | > loss_disc_real_0: 0.14157649874687195 (0.14509231632664088) | > loss_disc_real_1: 0.23168371617794037 (0.2183726898261479) | > loss_disc_real_2: 0.21930862963199615 (0.23521141282149724) | > loss_disc_real_3: 0.18876299262046814 (0.233748313216936) | > loss_disc_real_4: 0.2050257921218872 (0.24155571631022862) | > loss_disc_real_5: 0.17652876675128937 (0.20882037246511095) | > loss_0: 2.4202866554260254 (2.393033640725272) | > loss_gen: 2.2241756916046143 (2.38153752826509) | > loss_kl: 2.194521427154541 (2.6510366996129355) | > loss_feat: 5.517920017242432 (6.479448477427165) | > loss_mel: 15.174765586853027 (18.287042299906414) | > loss_duration: 2.1995275020599365 (2.3086406616937545) | > loss_1: 27.310911178588867 (32.10770534333729)  --> STEP: 22 | > loss_disc: 2.2801754474639893 (2.3879037228497593) | > loss_disc_real_0: 0.11150622367858887 (0.14356567575172943) | > loss_disc_real_1: 0.15484659373760223 (0.21548514000394128) | > loss_disc_real_2: 0.2494039237499237 (0.23585652695460754) | > loss_disc_real_3: 0.2415519654750824 (0.2341030246832154) | > loss_disc_real_4: 0.23471859097480774 (0.2412449378858913) | > loss_disc_real_5: 0.23608261346817017 (0.21005956523797728) | > loss_0: 2.2801754474639893 (2.3879037228497593) | > loss_gen: 2.4965012073516846 (2.3867631500417534) | > loss_kl: 2.03621244430542 (2.6230901425535027) | > loss_feat: 8.561684608459473 (6.5740955742922695) | > loss_mel: 20.01256561279297 (18.365475177764893) | > loss_duration: 2.166996717453003 (2.3022023005919023) | > loss_1: 35.27396011352539 (32.25162601470947)  --> STEP: 23 | > loss_disc: 2.5660369396209717 (2.3956486453180728) | > loss_disc_real_0: 0.21217136085033417 (0.14654853162558182) | > loss_disc_real_1: 0.23938587307929993 (0.21652430231156555) | > loss_disc_real_2: 0.22876650094985962 (0.2355482649544011) | > loss_disc_real_3: 0.28616490960121155 (0.23636658489704132) | > loss_disc_real_4: 0.22296008467674255 (0.24044994426810223) | > loss_disc_real_5: 0.22046972811222076 (0.21051218101511832) | > loss_0: 2.5660369396209717 (2.3956486453180728) | > loss_gen: 2.341749906539917 (2.3848060524981953) | > loss_kl: 2.2883217334747314 (2.6085349943326865) | > loss_feat: 6.134263038635254 (6.554972420568052) | > loss_mel: 17.465192794799805 (18.326332465462063) | > loss_duration: 2.2584192752838135 (2.3002986907958984) | > loss_1: 30.487945556640625 (32.174944255663)  --> STEP: 24 | > loss_disc: 2.7049055099487305 (2.408534348011017) | > loss_disc_real_0: 0.14849722385406494 (0.14662972713510194) | > loss_disc_real_1: 0.27769389748573303 (0.21907303544382253) | > loss_disc_real_2: 0.22243371605873108 (0.2350018254170815) | > loss_disc_real_3: 0.26572906970977783 (0.23759002176423868) | > loss_disc_real_4: 0.27411535382270813 (0.2418526696662108) | > loss_disc_real_5: 0.2726817727088928 (0.21310258066902557) | > loss_0: 2.7049055099487305 (2.408534348011017) | > loss_gen: 2.0170493125915527 (2.369482855002085) | > loss_kl: 2.431617259979248 (2.60116342206796) | > loss_feat: 3.031637668609619 (6.408166805903117) | > loss_mel: 16.420900344848633 (18.246939460436504) | > loss_duration: 2.407616138458252 (2.3047702511151633) | > loss_1: 26.308820724487305 (31.930522441864014)  --> STEP: 25 | > loss_disc: 2.3768386840820312 (2.4072665214538573) | > loss_disc_real_0: 0.15562909841537476 (0.14698970198631287) | > loss_disc_real_1: 0.21274788677692413 (0.2188200294971466) | > loss_disc_real_2: 0.2868722975254059 (0.23707664430141448) | > loss_disc_real_3: 0.2563353180885315 (0.2383398336172104) | > loss_disc_real_4: 0.24758672714233398 (0.24208203196525574) | > loss_disc_real_5: 0.21864928305149078 (0.2133244487643242) | > loss_0: 2.3768386840820312 (2.4072665214538573) | > loss_gen: 2.5145211219787598 (2.3752843856811525) | > loss_kl: 2.3609206676483154 (2.5915537118911742) | > loss_feat: 7.06256628036499 (6.434342784881592) | > loss_mel: 16.807693481445312 (18.189369621276857) | > loss_duration: 2.3207345008850098 (2.305408821105957) | > loss_1: 31.066434860229492 (31.895958938598632)  --> STEP: 26 | > loss_disc: 3.0334911346435547 (2.431352083499615) | > loss_disc_real_0: 0.373379111289978 (0.15569698695953077) | > loss_disc_real_1: 0.1790517121553421 (0.21729047883015412) | > loss_disc_real_2: 0.21669650077819824 (0.23629279262744463) | > loss_disc_real_3: 0.1547842025756836 (0.23512615550022858) | > loss_disc_real_4: 0.32426679134368896 (0.24524298424904162) | > loss_disc_real_5: 0.17514342069625854 (0.2118559476847832) | > loss_0: 3.0334911346435547 (2.431352083499615) | > loss_gen: 1.7491430044174194 (2.3512020248633165) | > loss_kl: 2.238762140274048 (2.5779848052905154) | > loss_feat: 6.492386817932129 (6.436575247691228) | > loss_mel: 8.917134284973145 (17.832745185265175) | > loss_duration: 2.270537853240967 (2.3040676300342264) | > loss_1: 21.667964935302734 (31.502574553856483) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022965761331411507 (-0.00019455873049222536) | > avg_loss_disc: 2.431352083499615 (+0.024263024330139604) | > avg_loss_disc_real_0: 0.15569698695953077 (+0.03378623809952004) | > avg_loss_disc_real_1: 0.21729047883015412 (+0.012168316313853622) | > avg_loss_disc_real_2: 0.23629279262744463 (+0.0299527645111084) | > avg_loss_disc_real_3: 0.23512615550022858 (+0.021683282003952892) | > avg_loss_disc_real_4: 0.24524298424904162 (-0.009836642788006666) | > avg_loss_disc_real_5: 0.2118559476847832 (-0.014350009365723698) | > avg_loss_0: 2.431352083499615 (+0.024263024330139604) | > avg_loss_gen: 2.3512020248633165 (+0.04188001614350556) | > avg_loss_kl: 2.5779848052905154 (+0.11250749001136162) | > avg_loss_feat: 6.436575247691228 (-0.4649083614349365) | > avg_loss_mel: 17.832745185265175 (-0.18785759118886958) | > avg_loss_duration: 2.3040676300342264 (-0.01714123212374208) | > avg_loss_1: 31.502574553856483 (-0.5155194355891197)  > EPOCH: 371/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:20:42)   --> TIME: 2024-06-11 07:20:50 -- STEP: 19/330 -- GLOBAL_STEP: 210450 | > loss_disc: 2.2499547004699707 (2.34257445837322) | > loss_disc_real_0: 0.08871939778327942 (0.1136248139174361) | > loss_disc_real_1: 0.193617582321167 (0.20221832786735736) | > loss_disc_real_2: 0.16094371676445007 (0.21131488994548195) | > loss_disc_real_3: 0.21028763055801392 (0.23239674615232567) | > loss_disc_real_4: 0.18291616439819336 (0.23042359163886622) | > loss_disc_real_5: 0.18989427387714386 (0.22088984203966042) | > loss_0: 2.2499547004699707 (2.34257445837322) | > grad_norm_0: tensor(5.7236, device='cuda:0') (tensor(8.9306, device='cuda:0')) | > loss_gen: 2.3083605766296387 (2.5053579932764958) | > loss_kl: 1.8599318265914917 (1.8181907503228438) | > loss_feat: 7.953318119049072 (7.094644069671631) | > loss_mel: 18.22814178466797 (18.443917324668483) | > loss_duration: 2.0151944160461426 (2.116188275186639) | > loss_1: 32.36494827270508 (31.9782983880294) | > grad_norm_1: tensor(158.9550, device='cuda:0') (tensor(106.4696, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3424 (0.34315440529271174) | > loader_time: 0.0031 (0.0031375885009765625)  --> TIME: 2024-06-11 07:20:59 -- STEP: 44/330 -- GLOBAL_STEP: 210475 | > loss_disc: 2.4402995109558105 (2.3266280835325057) | > loss_disc_real_0: 0.1258576512336731 (0.11303096755661747) | > loss_disc_real_1: 0.17374052107334137 (0.19892208041115236) | > loss_disc_real_2: 0.2117094248533249 (0.21225780417973344) | > loss_disc_real_3: 0.24515636265277863 (0.22742559286681088) | > loss_disc_real_4: 0.2447815090417862 (0.2273514328355139) | > loss_disc_real_5: 0.2451748549938202 (0.2194658504291014) | > loss_0: 2.4402995109558105 (2.3266280835325057) | > grad_norm_0: tensor(7.1812, device='cuda:0') (tensor(9.4170, device='cuda:0')) | > loss_gen: 2.4793200492858887 (2.5280131426724526) | > loss_kl: 1.9533833265304565 (1.8780579404397444) | > loss_feat: 7.559155464172363 (7.183837608857588) | > loss_mel: 18.470623016357422 (18.390963034196336) | > loss_duration: 1.9609434604644775 (2.059906187382612) | > loss_1: 32.42342758178711 (32.04077820344405) | > grad_norm_1: tensor(166.2004, device='cuda:0') (tensor(106.8974, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3532 (0.3449779423800382) | > loader_time: 0.0033 (0.0033394694328308105)  --> TIME: 2024-06-11 07:21:08 -- STEP: 69/330 -- GLOBAL_STEP: 210500 | > loss_disc: 2.429769515991211 (2.332131593123725) | > loss_disc_real_0: 0.10895850509405136 (0.11195413735897644) | > loss_disc_real_1: 0.180467888712883 (0.1987835758406183) | > loss_disc_real_2: 0.1950651854276657 (0.2119354439386423) | > loss_disc_real_3: 0.2290099859237671 (0.22738591657168622) | > loss_disc_real_4: 0.229103222489357 (0.2275927438252214) | > loss_disc_real_5: 0.2180282473564148 (0.21862115851346997) | > loss_0: 2.429769515991211 (2.332131593123725) | > grad_norm_0: tensor(8.0509, device='cuda:0') (tensor(10.2699, device='cuda:0')) | > loss_gen: 2.5162222385406494 (2.5119567608487783) | > loss_kl: 1.924881935119629 (1.8752393895301267) | > loss_feat: 7.340378761291504 (7.198840866918149) | > loss_mel: 18.496601104736328 (18.373826842377152) | > loss_duration: 1.9794069528579712 (2.0404684353565834) | > loss_1: 32.25749206542969 (32.00033240387406) | > grad_norm_1: tensor(87.1412, device='cuda:0') (tensor(119.2235, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3568 (0.3514354989148568) | > loader_time: 0.0035 (0.0034375467162201367) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_210500.pth  --> TIME: 2024-06-11 07:21:23 -- STEP: 94/330 -- GLOBAL_STEP: 210525 | > loss_disc: 2.252727746963501 (2.335592432225002) | > loss_disc_real_0: 0.12632296979427338 (0.1143602949983262) | > loss_disc_real_1: 0.18435914814472198 (0.19943324032616108) | > loss_disc_real_2: 0.21823880076408386 (0.21227073479206005) | > loss_disc_real_3: 0.20555905997753143 (0.22718454405982444) | > loss_disc_real_4: 0.207412451505661 (0.22720290482678313) | > loss_disc_real_5: 0.17119944095611572 (0.21881722532054212) | > loss_0: 2.252727746963501 (2.335592432225002) | > grad_norm_0: tensor(7.3295, device='cuda:0') (tensor(10.9876, device='cuda:0')) | > loss_gen: 2.523259401321411 (2.5060149456592313) | > loss_kl: 1.92275869846344 (1.8904504928183048) | > loss_feat: 7.554328918457031 (7.176361226020975) | > loss_mel: 18.68128204345703 (18.308100456887107) | > loss_duration: 2.057990550994873 (2.0340549096148073) | > loss_1: 32.739620208740234 (31.91498208553233) | > grad_norm_1: tensor(70.9886, device='cuda:0') (tensor(128.3272, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3589 (0.3565458947039666) | > loader_time: 0.0036 (0.003526834731406354)  --> TIME: 2024-06-11 07:21:32 -- STEP: 119/330 -- GLOBAL_STEP: 210550 | > loss_disc: 2.311185121536255 (2.332097436199668) | > loss_disc_real_0: 0.12656161189079285 (0.11534189896172836) | > loss_disc_real_1: 0.24497216939926147 (0.1995393770332096) | > loss_disc_real_2: 0.22178471088409424 (0.2120990028150943) | > loss_disc_real_3: 0.23242376744747162 (0.22719932529104858) | > loss_disc_real_4: 0.24026253819465637 (0.22682824655741202) | > loss_disc_real_5: 0.22179752588272095 (0.21810985425440202) | > loss_0: 2.311185121536255 (2.332097436199668) | > grad_norm_0: tensor(8.4323, device='cuda:0') (tensor(11.8407, device='cuda:0')) | > loss_gen: 2.579005479812622 (2.517497186901189) | > loss_kl: 1.9085211753845215 (1.8970811316946976) | > loss_feat: 7.233310699462891 (7.206836564200265) | > loss_mel: 18.166847229003906 (18.277637962533646) | > loss_duration: 2.0030734539031982 (2.032820993110915) | > loss_1: 31.890758514404297 (31.931873882518094) | > grad_norm_1: tensor(102.5139, device='cuda:0') (tensor(139.3634, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3685 (0.35833973243456935) | > loader_time: 0.0039 (0.0035788011150199826)  --> TIME: 2024-06-11 07:21:41 -- STEP: 144/330 -- GLOBAL_STEP: 210575 | > loss_disc: 2.287255048751831 (2.3352054854234052) | > loss_disc_real_0: 0.14972326159477234 (0.11633110025690661) | > loss_disc_real_1: 0.23122593760490417 (0.1991720813223057) | > loss_disc_real_2: 0.22949586808681488 (0.213430956316491) | > loss_disc_real_3: 0.21833591163158417 (0.22668748379995426) | > loss_disc_real_4: 0.23514261841773987 (0.22590023123969635) | > loss_disc_real_5: 0.20126774907112122 (0.21718022692948583) | > loss_0: 2.287255048751831 (2.3352054854234052) | > grad_norm_0: tensor(32.2588, device='cuda:0') (tensor(13.3438, device='cuda:0')) | > loss_gen: 2.803239107131958 (2.516987247599496) | > loss_kl: 1.9019430875778198 (1.9056869819760323) | > loss_feat: 8.498259544372559 (7.225891706016329) | > loss_mel: 18.657119750976562 (18.291334695286217) | > loss_duration: 2.03861665725708 (2.03696940590938) | > loss_1: 33.8991813659668 (31.976870046721565) | > grad_norm_1: tensor(529.1026, device='cuda:0') (tensor(160.9848, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3919 (0.3608161293798023) | > loader_time: 0.0042 (0.003673944208357069)  --> TIME: 2024-06-11 07:21:51 -- STEP: 169/330 -- GLOBAL_STEP: 210600 | > loss_disc: 2.343799591064453 (2.3395189448926565) | > loss_disc_real_0: 0.12750954926013947 (0.11676194069124538) | > loss_disc_real_1: 0.16985632479190826 (0.19969177219641976) | > loss_disc_real_2: 0.20318014919757843 (0.21348254576589942) | > loss_disc_real_3: 0.23977434635162354 (0.22745378430073077) | > loss_disc_real_4: 0.23576293885707855 (0.22664576751240612) | > loss_disc_real_5: 0.24118667840957642 (0.21717030471245918) | > loss_0: 2.343799591064453 (2.3395189448926565) | > grad_norm_0: tensor(35.8304, device='cuda:0') (tensor(15.4227, device='cuda:0')) | > loss_gen: 2.5153274536132812 (2.5143839381855635) | > loss_kl: 2.098475933074951 (1.9061807760825524) | > loss_feat: 7.57696008682251 (7.2165185629263435) | > loss_mel: 17.98518180847168 (18.26736415208444) | > loss_duration: 2.0759620666503906 (2.040810131462368) | > loss_1: 32.25190734863281 (31.945257570616594) | > grad_norm_1: tensor(324.1006, device='cuda:0') (tensor(181.8695, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.3793 (0.36337248954547224) | > loader_time: 0.0046 (0.0037754625963741504)  --> TIME: 2024-06-11 07:22:01 -- STEP: 194/330 -- GLOBAL_STEP: 210625 | > loss_disc: 2.348602294921875 (2.344850312803209) | > loss_disc_real_0: 0.1063748300075531 (0.11728869824065376) | > loss_disc_real_1: 0.21015198528766632 (0.20014846132895373) | > loss_disc_real_2: 0.22096294164657593 (0.21405068915529357) | > loss_disc_real_3: 0.2180916666984558 (0.22782798334188067) | > loss_disc_real_4: 0.21332694590091705 (0.22685333863668836) | > loss_disc_real_5: 0.21527308225631714 (0.21792997204765832) | > loss_0: 2.348602294921875 (2.344850312803209) | > grad_norm_0: tensor(42.4562, device='cuda:0') (tensor(17.0976, device='cuda:0')) | > loss_gen: 2.4457099437713623 (2.5081174336757863) | > loss_kl: 1.9915173053741455 (1.9137377861848812) | > loss_feat: 7.141878604888916 (7.208053094824565) | > loss_mel: 18.029855728149414 (18.238275803241546) | > loss_duration: 2.0695390701293945 (2.047427740908159) | > loss_1: 31.67850112915039 (31.915611856991482) | > grad_norm_1: tensor(386.7127, device='cuda:0') (tensor(197.7166, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.397 (0.3663110216868292) | > loader_time: 0.0044 (0.003914975628410418)  --> TIME: 2024-06-11 07:22:11 -- STEP: 219/330 -- GLOBAL_STEP: 210650 | > loss_disc: 2.455482006072998 (2.34228611536766) | > loss_disc_real_0: 0.0793788954615593 (0.11706428151560701) | > loss_disc_real_1: 0.23832568526268005 (0.20033414287654225) | > loss_disc_real_2: 0.21704170107841492 (0.21418803603681805) | > loss_disc_real_3: 0.22156623005867004 (0.22720496383704006) | > loss_disc_real_4: 0.22351865470409393 (0.2260216101663842) | > loss_disc_real_5: 0.22915297746658325 (0.21788509890913418) | > loss_0: 2.455482006072998 (2.34228611536766) | > grad_norm_0: tensor(27.0721, device='cuda:0') (tensor(19.0859, device='cuda:0')) | > loss_gen: 2.4958839416503906 (2.512849253606578) | > loss_kl: 2.0659165382385254 (1.921688410789455) | > loss_feat: 7.631528854370117 (7.227507001188792) | > loss_mel: 17.609956741333008 (18.20904530564401) | > loss_duration: 2.1197738647460938 (2.054017938435348) | > loss_1: 31.923059463500977 (31.925107877548427) | > grad_norm_1: tensor(448.1846, device='cuda:0') (tensor(213.0053, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.4175 (0.3697266262960216) | > loader_time: 0.0049 (0.004031451325438339)  --> TIME: 2024-06-11 07:22:22 -- STEP: 244/330 -- GLOBAL_STEP: 210675 | > loss_disc: 2.3172647953033447 (2.345821524252654) | > loss_disc_real_0: 0.13194343447685242 (0.11784017947120745) | > loss_disc_real_1: 0.19857044517993927 (0.20052923604113151) | > loss_disc_real_2: 0.24527060985565186 (0.21464759832034352) | > loss_disc_real_3: 0.21861830353736877 (0.2271988517681106) | > loss_disc_real_4: 0.24817080795764923 (0.22602985951988425) | > loss_disc_real_5: 0.24465499818325043 (0.21769815176481105) | > loss_0: 2.3172647953033447 (2.345821524252654) | > grad_norm_0: tensor(60.4381, device='cuda:0') (tensor(21.5019, device='cuda:0')) | > loss_gen: 2.567502021789551 (2.513405107083867) | > loss_kl: 1.7690150737762451 (1.9225248210742825) | > loss_feat: 7.08010721206665 (7.209870299354929) | > loss_mel: 16.746124267578125 (18.15027398750431) | > loss_duration: 2.069570302963257 (2.062318946005865) | > loss_1: 30.232316970825195 (31.858393184474256) | > grad_norm_1: tensor(344.5230, device='cuda:0') (tensor(226.5543, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.4417 (0.3750534761147421) | > loader_time: 0.0061 (0.004188301133327795)  --> TIME: 2024-06-11 07:22:33 -- STEP: 269/330 -- GLOBAL_STEP: 210700 | > loss_disc: 2.2158637046813965 (2.3478924394983314) | > loss_disc_real_0: 0.11134816706180573 (0.11843131598929933) | > loss_disc_real_1: 0.1916649490594864 (0.20084208743058168) | > loss_disc_real_2: 0.2324480563402176 (0.2146071816022512) | > loss_disc_real_3: 0.23330707848072052 (0.22753685114552097) | > loss_disc_real_4: 0.19902357459068298 (0.22625231997674283) | > loss_disc_real_5: 0.17648710310459137 (0.21830105576594966) | > loss_0: 2.2158637046813965 (2.3478924394983314) | > grad_norm_0: tensor(66.5098, device='cuda:0') (tensor(24.0520, device='cuda:0')) | > loss_gen: 2.4452426433563232 (2.515580052336795) | > loss_kl: 1.8867427110671997 (1.9251216796251034) | > loss_feat: 6.916695594787598 (7.220292320038749) | > loss_mel: 16.986572265625 (18.094832282084077) | > loss_duration: 2.170379638671875 (2.0697003026877168) | > loss_1: 30.40563201904297 (31.82552667355449) | > grad_norm_1: tensor(421.8026, device='cuda:0') (tensor(245.8436, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.4315 (0.3805256474860096) | > loader_time: 0.0065 (0.004371589001226601)  --> TIME: 2024-06-11 07:22:45 -- STEP: 294/330 -- GLOBAL_STEP: 210725 | > loss_disc: 2.4914379119873047 (2.352016961493457) | > loss_disc_real_0: 0.21440176665782928 (0.12086804487368688) | > loss_disc_real_1: 0.2137860208749771 (0.200744508480539) | > loss_disc_real_2: 0.2574208974838257 (0.21502662216927737) | > loss_disc_real_3: 0.2535422146320343 (0.2275512269159564) | > loss_disc_real_4: 0.2770597040653229 (0.22628246876252742) | > loss_disc_real_5: 0.264531672000885 (0.2186070038956039) | > loss_0: 2.4914379119873047 (2.352016961493457) | > grad_norm_0: tensor(47.4692, device='cuda:0') (tensor(26.7554, device='cuda:0')) | > loss_gen: 2.3844707012176514 (2.51433625026625) | > loss_kl: 2.039989948272705 (1.9288316287961946) | > loss_feat: 7.12550163269043 (7.220165714925649) | > loss_mel: 17.04696273803711 (18.042553317790134) | > loss_duration: 2.219728946685791 (2.0792189808118895) | > loss_1: 30.816652297973633 (31.785105925838963) | > grad_norm_1: tensor(409.1003, device='cuda:0') (tensor(258.6712, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.4574 (0.38680701434206816) | > loader_time: 0.0067 (0.004565768501385538)  --> TIME: 2024-06-11 07:22:58 -- STEP: 319/330 -- GLOBAL_STEP: 210750 | > loss_disc: 2.366405725479126 (2.3538990088017364) | > loss_disc_real_0: 0.10293514281511307 (0.1207829240160676) | > loss_disc_real_1: 0.19138669967651367 (0.20075860750338864) | > loss_disc_real_2: 0.2042797952890396 (0.21489827278826312) | > loss_disc_real_3: 0.22699952125549316 (0.22782183240013068) | > loss_disc_real_4: 0.2266978770494461 (0.22663154091020354) | > loss_disc_real_5: 0.2220570594072342 (0.21877430239254406) | > loss_0: 2.366405725479126 (2.3538990088017364) | > grad_norm_0: tensor(16.8997, device='cuda:0') (tensor(26.1710, device='cuda:0')) | > loss_gen: 2.4873712062835693 (2.509501043905659) | > loss_kl: 1.9472126960754395 (1.9309000385966046) | > loss_feat: 8.594245910644531 (7.2480854554609815) | > loss_mel: 17.560089111328125 (17.99368368645074) | > loss_duration: 2.274317979812622 (2.0925882979993897) | > loss_1: 32.86323547363281 (31.77475855118802) | > grad_norm_1: tensor(121.2911, device='cuda:0') (tensor(257.6124, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.55 (0.3968366634883104) | > loader_time: 0.0081 (0.004797678382419116)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1605825424194336 (2.1605825424194336) | > loss_disc_real_0: 0.10232730209827423 (0.10232730209827423) | > loss_disc_real_1: 0.1697486937046051 (0.1697486937046051) | > loss_disc_real_2: 0.2528022527694702 (0.2528022527694702) | > loss_disc_real_3: 0.23330576717853546 (0.23330576717853546) | > loss_disc_real_4: 0.23264802992343903 (0.23264802992343903) | > loss_disc_real_5: 0.243391752243042 (0.243391752243042) | > loss_0: 2.1605825424194336 (2.1605825424194336) | > loss_gen: 2.7575366497039795 (2.7575366497039795) | > loss_kl: 2.3758420944213867 (2.3758420944213867) | > loss_feat: 8.275461196899414 (8.275461196899414) | > loss_mel: 19.049644470214844 (19.049644470214844) | > loss_duration: 2.857779026031494 (2.857779026031494) | > loss_1: 35.31626510620117 (35.31626510620117)  --> STEP: 1 | > loss_disc: 2.333430767059326 (2.333430767059326) | > loss_disc_real_0: 0.15942859649658203 (0.15942859649658203) | > loss_disc_real_1: 0.19270606338977814 (0.19270606338977814) | > loss_disc_real_2: 0.15879914164543152 (0.15879914164543152) | > loss_disc_real_3: 0.20900389552116394 (0.20900389552116394) | > loss_disc_real_4: 0.22891663014888763 (0.22891663014888763) | > loss_disc_real_5: 0.28108617663383484 (0.28108617663383484) | > loss_0: 2.333430767059326 (2.333430767059326) | > loss_gen: 2.261336326599121 (2.261336326599121) | > loss_kl: 1.6293065547943115 (1.6293065547943115) | > loss_feat: 5.073248863220215 (5.073248863220215) | > loss_mel: 16.964242935180664 (16.964242935180664) | > loss_duration: 2.3999342918395996 (2.3999342918395996) | > loss_1: 28.32806968688965 (28.32806968688965)  --> STEP: 2 | > loss_disc: 2.1793699264526367 (2.2564003467559814) | > loss_disc_real_0: 0.0698581337928772 (0.11464336514472961) | > loss_disc_real_1: 0.2436458021402359 (0.21817593276500702) | > loss_disc_real_2: 0.22671490907669067 (0.1927570253610611) | > loss_disc_real_3: 0.20767249166965485 (0.2083381935954094) | > loss_disc_real_4: 0.19016163051128387 (0.20953913033008575) | > loss_disc_real_5: 0.15227411687374115 (0.216680146753788) | > loss_0: 2.1793699264526367 (2.2564003467559814) | > loss_gen: 2.3755555152893066 (2.318445920944214) | > loss_kl: 2.9826884269714355 (2.3059974908828735) | > loss_feat: 6.887617588043213 (5.980433225631714) | > loss_mel: 18.306987762451172 (17.635615348815918) | > loss_duration: 2.370281457901001 (2.3851078748703003) | > loss_1: 32.92313003540039 (30.62559986114502)  --> STEP: 3 | > loss_disc: 2.263483762741089 (2.258761485417684) | > loss_disc_real_0: 0.14920297265052795 (0.12616323431332907) | > loss_disc_real_1: 0.15572449564933777 (0.19735878705978394) | > loss_disc_real_2: 0.18131278455257416 (0.18894227842489877) | > loss_disc_real_3: 0.22527557611465454 (0.21398398776849112) | > loss_disc_real_4: 0.24288825690746307 (0.2206555058558782) | > loss_disc_real_5: 0.21907708048820496 (0.21747912466526031) | > loss_0: 2.263483762741089 (2.258761485417684) | > loss_gen: 2.4192051887512207 (2.3520323435465493) | > loss_kl: 3.059068202972412 (2.5570210615793862) | > loss_feat: 7.450568675994873 (6.470478375752767) | > loss_mel: 19.498485565185547 (18.256572087605793) | > loss_duration: 2.238067150115967 (2.336094299952189) | > loss_1: 34.6653938293457 (31.972197850545246)  --> STEP: 4 | > loss_disc: 2.5287508964538574 (2.3262588381767273) | > loss_disc_real_0: 0.1429123878479004 (0.1303505226969719) | > loss_disc_real_1: 0.22769233584403992 (0.20494217425584793) | > loss_disc_real_2: 0.20103634893894196 (0.19196579605340958) | > loss_disc_real_3: 0.23832853138446808 (0.22007012367248535) | > loss_disc_real_4: 0.21655739843845367 (0.21963097900152206) | > loss_disc_real_5: 0.19217030704021454 (0.21115192025899887) | > loss_0: 2.5287508964538574 (2.3262588381767273) | > loss_gen: 2.2242164611816406 (2.3200783729553223) | > loss_kl: 2.640340805053711 (2.5778509974479675) | > loss_feat: 6.416111469268799 (6.456886649131775) | > loss_mel: 16.5799617767334 (17.837419509887695) | > loss_duration: 2.264619827270508 (2.318225681781769) | > loss_1: 30.1252498626709 (31.51046085357666)  --> STEP: 5 | > loss_disc: 2.2920312881469727 (2.3194133281707763) | > loss_disc_real_0: 0.11831751465797424 (0.12794392108917235) | > loss_disc_real_1: 0.17749689519405365 (0.19945311844348906) | > loss_disc_real_2: 0.15839704871177673 (0.185252046585083) | > loss_disc_real_3: 0.20480459928512573 (0.21701701879501342) | > loss_disc_real_4: 0.21329858899116516 (0.21836450099945068) | > loss_disc_real_5: 0.1789856255054474 (0.20471866130828859) | > loss_0: 2.2920312881469727 (2.3194133281707763) | > loss_gen: 2.1004526615142822 (2.276153230667114) | > loss_kl: 3.1134564876556396 (2.6849720954895018) | > loss_feat: 6.700129985809326 (6.505535316467285) | > loss_mel: 19.924118041992188 (18.254759216308592) | > loss_duration: 2.3847861289978027 (2.3315377712249754) | > loss_1: 34.22294235229492 (32.052957153320314)  --> STEP: 6 | > loss_disc: 2.354262590408325 (2.325221538543701) | > loss_disc_real_0: 0.08481370657682419 (0.120755552003781) | > loss_disc_real_1: 0.16292841732501984 (0.19336566825707754) | > loss_disc_real_2: 0.244392529129982 (0.1951087936758995) | > loss_disc_real_3: 0.3050498366355896 (0.23168915510177612) | > loss_disc_real_4: 0.27602699398994446 (0.2279749164978663) | > loss_disc_real_5: 0.2806331515312195 (0.21737107634544373) | > loss_0: 2.354262590408325 (2.325221538543701) | > loss_gen: 2.623939037322998 (2.3341175317764282) | > loss_kl: 2.649052381515503 (2.6789854764938354) | > loss_feat: 6.759052753448486 (6.547788222630818) | > loss_mel: 19.003164291381836 (18.37949339548747) | > loss_duration: 2.1668200492858887 (2.304084817568461) | > loss_1: 33.202030181884766 (32.24446932474772)  --> STEP: 7 | > loss_disc: 2.0409512519836426 (2.28461149760655) | > loss_disc_real_0: 0.08458355069160461 (0.11558812324489866) | > loss_disc_real_1: 0.16532184183597565 (0.18935940733977727) | > loss_disc_real_2: 0.15991470217704773 (0.1900810663189207) | > loss_disc_real_3: 0.20345668494701385 (0.22765594507966722) | > loss_disc_real_4: 0.22171249985694885 (0.22708028554916382) | > loss_disc_real_5: 0.25160861015319824 (0.22226215260369436) | > loss_0: 2.0409512519836426 (2.28461149760655) | > loss_gen: 2.638669490814209 (2.377624954496111) | > loss_kl: 3.543346881866455 (2.8024656772613525) | > loss_feat: 8.162704467773438 (6.7784905433654785) | > loss_mel: 19.349773406982422 (18.518104825701034) | > loss_duration: 2.603592872619629 (2.3468716825757707) | > loss_1: 36.2980842590332 (32.82355717250279)  --> STEP: 8 | > loss_disc: 1.9632947444915771 (2.2444469034671783) | > loss_disc_real_0: 0.08034556359052658 (0.11118280328810215) | > loss_disc_real_1: 0.1513129621744156 (0.18460360169410706) | > loss_disc_real_2: 0.16309039294719696 (0.18670723214745522) | > loss_disc_real_3: 0.19287621974945068 (0.22330847941339016) | > loss_disc_real_4: 0.13770581781864166 (0.21590847708284855) | > loss_disc_real_5: 0.15790480375289917 (0.21421748399734497) | > loss_0: 1.9632947444915771 (2.2444469034671783) | > loss_gen: 2.608342409133911 (2.406464636325836) | > loss_kl: 3.2906606197357178 (2.863490045070648) | > loss_feat: 10.342158317565918 (7.2239490151405334) | > loss_mel: 21.153722763061523 (18.847557067871094) | > loss_duration: 2.2041757106781006 (2.329034686088562) | > loss_1: 39.599056243896484 (33.670494556427)  --> STEP: 9 | > loss_disc: 2.129079818725586 (2.23162833849589) | > loss_disc_real_0: 0.1450926810503006 (0.11495056748390198) | > loss_disc_real_1: 0.1949474960565567 (0.18575292328993478) | > loss_disc_real_2: 0.14255516231060028 (0.1818014466100269) | > loss_disc_real_3: 0.21081696450710297 (0.22192053331269157) | > loss_disc_real_4: 0.17484775185585022 (0.21134617427984873) | > loss_disc_real_5: 0.1471438854932785 (0.20676486194133759) | > loss_0: 2.129079818725586 (2.23162833849589) | > loss_gen: 2.4106554985046387 (2.4069302876790366) | > loss_kl: 3.1535332202911377 (2.8957170645395913) | > loss_feat: 10.367456436157227 (7.573227617475721) | > loss_mel: 19.467052459716797 (18.916389889187283) | > loss_duration: 2.1296586990356445 (2.306881798638238) | > loss_1: 37.52835464477539 (34.0991456773546)  --> STEP: 10 | > loss_disc: 2.259817361831665 (2.2344472408294678) | > loss_disc_real_0: 0.1393471360206604 (0.11739022433757781) | > loss_disc_real_1: 0.27019551396369934 (0.19419718235731126) | > loss_disc_real_2: 0.21884821355342865 (0.18550612330436705) | > loss_disc_real_3: 0.19482949376106262 (0.2192114293575287) | > loss_disc_real_4: 0.21449381113052368 (0.21166093796491622) | > loss_disc_real_5: 0.18743087351322174 (0.204831463098526) | > loss_0: 2.259817361831665 (2.2344472408294678) | > loss_gen: 2.6322154998779297 (2.429458808898926) | > loss_kl: 2.5084009170532227 (2.8569854497909546) | > loss_feat: 8.029406547546387 (7.618845510482788) | > loss_mel: 19.25112533569336 (18.94986343383789) | > loss_duration: 2.2911953926086426 (2.305313158035278) | > loss_1: 34.712345123291016 (34.16046562194824)  --> STEP: 11 | > loss_disc: 2.3326330184936523 (2.243373220617121) | > loss_disc_real_0: 0.17214475572109222 (0.1223679090088064) | > loss_disc_real_1: 0.16466578841209412 (0.19151251018047333) | > loss_disc_real_2: 0.23053503036499023 (0.18959966030987827) | > loss_disc_real_3: 0.24807444214820862 (0.22183533961122687) | > loss_disc_real_4: 0.24711491167545319 (0.21488402648405594) | > loss_disc_real_5: 0.2498416155576706 (0.20892329514026642) | > loss_0: 2.3326330184936523 (2.243373220617121) | > loss_gen: 2.4595024585723877 (2.4321900497783315) | > loss_kl: 3.1070826053619385 (2.8797215548428623) | > loss_feat: 5.561688423156738 (7.431831229816783) | > loss_mel: 17.20387077331543 (18.791136828335848) | > loss_duration: 2.4203555583953857 (2.315771558068015) | > loss_1: 30.752500534057617 (33.85065061395819)  --> STEP: 12 | > loss_disc: 2.451345443725586 (2.260704239209493) | > loss_disc_real_0: 0.05393002927303314 (0.11666475236415863) | > loss_disc_real_1: 0.21438029408454895 (0.1934181588391463) | > loss_disc_real_2: 0.11137620359659195 (0.1830810389171044) | > loss_disc_real_3: 0.2079288363456726 (0.22067646433909735) | > loss_disc_real_4: 0.220235675573349 (0.21532999724149704) | > loss_disc_real_5: 0.19742576777935028 (0.20796516786019006) | > loss_0: 2.451345443725586 (2.260704239209493) | > loss_gen: 2.073234796524048 (2.402277112007141) | > loss_kl: 1.9700459241867065 (2.8039152522881827) | > loss_feat: 6.584784507751465 (7.361244002978007) | > loss_mel: 17.3306941986084 (18.669433275858562) | > loss_duration: 2.226534366607666 (2.308335125446319) | > loss_1: 30.185293197631836 (33.545204162597656)  --> STEP: 13 | > loss_disc: 2.3647589683532715 (2.26870844914363) | > loss_disc_real_0: 0.10207294672727585 (0.11554230577670611) | > loss_disc_real_1: 0.26586297154426575 (0.1989908367395401) | > loss_disc_real_2: 0.2013813555240631 (0.18448875557917815) | > loss_disc_real_3: 0.24187234044075012 (0.2223069163469168) | > loss_disc_real_4: 0.30182909965515137 (0.2219837743502397) | > loss_disc_real_5: 0.24261318147182465 (0.21063039967646965) | > loss_0: 2.3647589683532715 (2.26870844914363) | > loss_gen: 2.628899574279785 (2.4197096091050367) | > loss_kl: 2.642897129058838 (2.7915292428090024) | > loss_feat: 6.361047744750977 (7.284305829268235) | > loss_mel: 15.271282196044922 (18.40803703894982) | > loss_duration: 2.2056291103363037 (2.3004346627455488) | > loss_1: 29.10975456237793 (33.20401573181152)  --> STEP: 14 | > loss_disc: 2.281184196472168 (2.2695995739528114) | > loss_disc_real_0: 0.10154727101325989 (0.11454266043645996) | > loss_disc_real_1: 0.19981254637241364 (0.19904953028474534) | > loss_disc_real_2: 0.1389704793691635 (0.1812374501356057) | > loss_disc_real_3: 0.21851330995559692 (0.2220359444618225) | > loss_disc_real_4: 0.304462730884552 (0.22787512838840485) | > loss_disc_real_5: 0.25817498564720154 (0.21402644153152192) | > loss_0: 2.281184196472168 (2.2695995739528114) | > loss_gen: 2.3984854221343994 (2.418193595749991) | > loss_kl: 2.7854490280151367 (2.7910949417522977) | > loss_feat: 8.649195671081543 (7.381797960826328) | > loss_mel: 20.573143005371094 (18.562687465122767) | > loss_duration: 2.424757480621338 (2.309314864022391) | > loss_1: 36.83103561401367 (33.46308858054025)  --> STEP: 15 | > loss_disc: 2.5009663105010986 (2.2850240230560304) | > loss_disc_real_0: 0.13102217018604279 (0.11564129441976548) | > loss_disc_real_1: 0.2856367230415344 (0.20482200980186463) | > loss_disc_real_2: 0.2663261294364929 (0.18691002875566481) | > loss_disc_real_3: 0.24128901958465576 (0.22331948280334474) | > loss_disc_real_4: 0.29189103841781616 (0.23214285572369894) | > loss_disc_real_5: 0.2436160296201706 (0.21599908073743185) | > loss_0: 2.5009663105010986 (2.2850240230560304) | > loss_gen: 2.4826724529266357 (2.422492186228434) | > loss_kl: 3.5161755084991455 (2.8394336462020875) | > loss_feat: 6.6948137283325195 (7.335999011993408) | > loss_mel: 19.053714752197266 (18.5954226175944) | > loss_duration: 2.392022132873535 (2.3148286819458006) | > loss_1: 34.13939666748047 (33.50817578633627)  --> STEP: 16 | > loss_disc: 2.6191298961639404 (2.3059056401252747) | > loss_disc_real_0: 0.2591817080974579 (0.12461257027462125) | > loss_disc_real_1: 0.22758163511753082 (0.20624448638409376) | > loss_disc_real_2: 0.2024954855442047 (0.18788411980494857) | > loss_disc_real_3: 0.270500510931015 (0.22626829706132412) | > loss_disc_real_4: 0.2563264071941376 (0.23365432769060135) | > loss_disc_real_5: 0.35017213225364685 (0.22438489645719528) | > loss_0: 2.6191298961639404 (2.3059056401252747) | > loss_gen: 2.418342351913452 (2.422232821583748) | > loss_kl: 2.75484299659729 (2.8341467306017876) | > loss_feat: 7.888421058654785 (7.370525389909744) | > loss_mel: 14.649120330810547 (18.34877872467041) | > loss_duration: 2.37746000289917 (2.3187431395053864) | > loss_1: 30.08818817138672 (33.29442656040192)  --> STEP: 17 | > loss_disc: 2.298142433166504 (2.3054489808924057) | > loss_disc_real_0: 0.08630223572254181 (0.12235902118332245) | > loss_disc_real_1: 0.19353210926055908 (0.20549669949447408) | > loss_disc_real_2: 0.1765250861644745 (0.18721594135550892) | > loss_disc_real_3: 0.2102416306734085 (0.22532555197968201) | > loss_disc_real_4: 0.2314273715019226 (0.2335233302677379) | > loss_disc_real_5: 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(2.772022638056013) | > loss_feat: 7.444268703460693 (7.420295874277751) | > loss_mel: 17.62539291381836 (18.273306210835774) | > loss_duration: 2.2155017852783203 (2.3172060913509793) | > loss_1: 31.74488639831543 (33.180125342475044)  --> STEP: 19 | > loss_disc: 2.451150417327881 (2.3172203616092077) | > loss_disc_real_0: 0.16587595641613007 (0.12504696806794718) | > loss_disc_real_1: 0.13867485523223877 (0.2013237194011086) | > loss_disc_real_2: 0.22076186537742615 (0.18789399964244743) | > loss_disc_real_3: 0.3043577969074249 (0.22923838778545982) | > loss_disc_real_4: 0.27018341422080994 (0.23475329891631477) | > loss_disc_real_5: 0.2678356170654297 (0.2280923355566828) | > loss_0: 2.451150417327881 (2.3172203616092077) | > loss_gen: 2.456829309463501 (2.4004281822003817) | > loss_kl: 2.1610851287841797 (2.739868032304864) | > loss_feat: 5.7660722732543945 (7.33323147422389) | > loss_mel: 19.121971130371094 (18.31797278554816) | > loss_duration: 2.280217409133911 (2.3152593186027124) | > loss_1: 31.786176681518555 (33.10675962347733)  --> STEP: 20 | > loss_disc: 2.3925116062164307 (2.3209849238395686) | > loss_disc_real_0: 0.1417839229106903 (0.12588381581008434) | > loss_disc_real_1: 0.17286807298660278 (0.1999009370803833) | > loss_disc_real_2: 0.1881391555070877 (0.18790625743567946) | > loss_disc_real_3: 0.2658206522464752 (0.2310675010085106) | > loss_disc_real_4: 0.29480984807014465 (0.23775612637400628) | > loss_disc_real_5: 0.29041221737861633 (0.23120832964777946) | > loss_0: 2.3925116062164307 (2.3209849238395686) | > loss_gen: 2.354499340057373 (2.3981317400932314) | > loss_kl: 1.8355902433395386 (2.694654142856598) | > loss_feat: 4.486394882202148 (7.190889644622803) | > loss_mel: 19.17496681213379 (18.360822486877442) | > loss_duration: 2.3079519271850586 (2.3148939490318297) | > loss_1: 30.159404754638672 (32.9593918800354)  --> STEP: 21 | > loss_disc: 2.199519634246826 (2.31520086243039) | > loss_disc_real_0: 0.10128859430551529 (0.12471261478605725) | > loss_disc_real_1: 0.20887263119220734 (0.20032816060951777) | > loss_disc_real_2: 0.195491224527359 (0.18826744634480705) | > loss_disc_real_3: 0.2535988986492157 (0.23214042470568702) | > loss_disc_real_4: 0.19573666155338287 (0.23575519947778611) | > loss_disc_real_5: 0.136649489402771 (0.2267055277313505) | > loss_0: 2.199519634246826 (2.31520086243039) | > loss_gen: 2.356003522872925 (2.396125634511312) | > loss_kl: 2.3985891342163086 (2.680555809111822) | > loss_feat: 6.069323539733887 (7.137481734866188) | > loss_mel: 16.806983947753906 (18.286830175490607) | > loss_duration: 2.200916051864624 (2.3094664301191057) | > loss_1: 29.831815719604492 (32.810459681919646)  --> STEP: 22 | > loss_disc: 2.521440029144287 (2.3245753700082945) | > loss_disc_real_0: 0.1214122325181961 (0.12456259741024538) | > loss_disc_real_1: 0.2092677503824234 (0.2007345055991953) | > loss_disc_real_2: 0.16162768006324768 (0.18705654787746342) | > loss_disc_real_3: 0.16472235321998596 (0.22907596691088242) | > loss_disc_real_4: 0.19765350222587585 (0.23402330414815384) | > loss_disc_real_5: 0.1603938788175583 (0.22369136187163266) | > loss_0: 2.521440029144287 (2.3245753700082945) | > loss_gen: 1.9888997077941895 (2.377615365115079) | > loss_kl: 2.166330337524414 (2.657181924039667) | > loss_feat: 8.383318901062012 (7.194110696965998) | > loss_mel: 21.47264862060547 (18.431640104814008) | > loss_duration: 2.1639819145202637 (2.3028534975918857) | > loss_1: 36.17517852783203 (32.96340144764294)  --> STEP: 23 | > loss_disc: 2.4819324016571045 (2.331416980079982) | > loss_disc_real_0: 0.13731451332569122 (0.12511702853700388) | > loss_disc_real_1: 0.2521858215332031 (0.2029715193354565) | > loss_disc_real_2: 0.18430274724960327 (0.18693681741538254) | > loss_disc_real_3: 0.3207947015762329 (0.23306373798328897) | > loss_disc_real_4: 0.30514514446258545 (0.23711555807486825) | > loss_disc_real_5: 0.2757958471775055 (0.22595677427623584) | > loss_0: 2.4819324016571045 (2.331416980079982) | > loss_gen: 2.495157241821289 (2.38272588149361) | > loss_kl: 2.285214424133301 (2.641009424043738) | > loss_feat: 6.01840877532959 (7.142993222112241) | > loss_mel: 18.28112030029297 (18.425095765487008) | > loss_duration: 2.2311248779296875 (2.299734861954399) | > loss_1: 31.311025619506836 (32.89155902033267)  --> STEP: 24 | > loss_disc: 2.4906413555145264 (2.3380513290564213) | > loss_disc_real_0: 0.11943471431732178 (0.12488026544451712) | > loss_disc_real_1: 0.21671220660209656 (0.20354404797156653) | > loss_disc_real_2: 0.16134776175022125 (0.1858706067626675) | > loss_disc_real_3: 0.23885348439216614 (0.2333049774169922) | > loss_disc_real_4: 0.19963324069976807 (0.23555379485090575) | > loss_disc_real_5: 0.25054022669792175 (0.22698108479380608) | > loss_0: 2.4906413555145264 (2.3380513290564213) | > loss_gen: 2.0982086658477783 (2.370870997508367) | > loss_kl: 2.0670721530914307 (2.6170953710873914) | > loss_feat: 9.731666564941406 (7.2508546113967896) | > loss_mel: 18.767351150512695 (18.439356406529743) | > loss_duration: 2.4343132972717285 (2.3053422967592874) | > loss_1: 35.09861373901367 (32.983519633611046)  --> STEP: 25 | > loss_disc: 2.771912097930908 (2.3554057598114007) | > loss_disc_real_0: 0.16632936894893646 (0.12653822958469388) | > loss_disc_real_1: 0.2715909481048584 (0.2062659239768982) | > loss_disc_real_2: 0.31640663743019104 (0.19109204798936844) | > loss_disc_real_3: 0.23279166221618652 (0.23328444480895996) | > loss_disc_real_4: 0.305864155292511 (0.23836620926856994) | > loss_disc_real_5: 0.31808820366859436 (0.23062536954879762) | > loss_0: 2.771912097930908 (2.3554057598114007) | > loss_gen: 2.32912015914917 (2.369200963973999) | > loss_kl: 2.2345995903015137 (2.6017955398559565) | > loss_feat: 6.877382755279541 (7.2359157371521) | > loss_mel: 16.42462158203125 (18.358767013549805) | > loss_duration: 2.3292481899261475 (2.306298532485962) | > loss_1: 30.19497299194336 (32.87197776794434)  --> STEP: 26 | > loss_disc: 2.9507558345794678 (2.3783038396101728) | > loss_disc_real_0: 0.15896417200565338 (0.12778538121626923) | > loss_disc_real_1: 0.19737917184829712 (0.20592412581810585) | > loss_disc_real_2: 0.15230338275432587 (0.1896001762495591) | > loss_disc_real_3: 0.18307343125343323 (0.23135325197990125) | > loss_disc_real_4: 0.3742000162601471 (0.24359058646055368) | > loss_disc_real_5: 0.39544084668159485 (0.2369644263615975) | > loss_0: 2.9507558345794678 (2.3783038396101728) | > loss_gen: 2.0104522705078125 (2.3554029373022227) | > loss_kl: 2.320291042327881 (2.5909684437971845) | > loss_feat: 8.860115051269531 (7.298384941541231) | > loss_mel: 17.63731575012207 (18.331018888033352) | > loss_duration: 2.321197986602783 (2.306871588413532) | > loss_1: 33.14937210083008 (32.882646780747635) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025499050433819112 (+0.0002533289102407605) | > avg_loss_disc: 2.3783038396101728 (-0.053048243889442404) | > avg_loss_disc_real_0: 0.12778538121626923 (-0.02791160574326154) | > avg_loss_disc_real_1: 0.20592412581810585 (-0.011366353012048275) | > avg_loss_disc_real_2: 0.1896001762495591 (-0.04669261637788552) | > avg_loss_disc_real_3: 0.23135325197990125 (-0.003772903520327331) | > avg_loss_disc_real_4: 0.24359058646055368 (-0.0016523977884879415) | > avg_loss_disc_real_5: 0.2369644263615975 (+0.025108478676814316) | > avg_loss_0: 2.3783038396101728 (-0.053048243889442404) | > avg_loss_gen: 2.3554029373022227 (+0.00420091243890619) | > avg_loss_kl: 2.5909684437971845 (+0.01298363850666906) | > avg_loss_feat: 7.298384941541231 (+0.8618096938500033) | > avg_loss_mel: 18.331018888033352 (+0.4982737027681772) | > avg_loss_duration: 2.306871588413532 (+0.00280395837930536) | > avg_loss_1: 32.882646780747635 (+1.3800722268911514)  > EPOCH: 372/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:23:24)   --> TIME: 2024-06-11 07:23:30 -- STEP: 14/330 -- GLOBAL_STEP: 210775 | > loss_disc: 2.381112575531006 (2.354248676981245) | > loss_disc_real_0: 0.11430150270462036 (0.10922167609844889) | > loss_disc_real_1: 0.19231167435646057 (0.19465211778879166) | > loss_disc_real_2: 0.23581594228744507 (0.2173199142728533) | > loss_disc_real_3: 0.2237778902053833 (0.2279006423694747) | > loss_disc_real_4: 0.2377346307039261 (0.2231472209095955) | > loss_disc_real_5: 0.21957917511463165 (0.2263918316790036) | > loss_0: 2.381112575531006 (2.354248676981245) | > grad_norm_0: tensor(11.2323, device='cuda:0') (tensor(8.9717, device='cuda:0')) | > loss_gen: 2.5096611976623535 (2.488909568105425) | > loss_kl: 1.6865473985671997 (1.8840919903346471) | > loss_feat: 7.466911792755127 (7.093251875468662) | > loss_mel: 17.552589416503906 (18.455675397600448) | > loss_duration: 2.069525718688965 (2.13659998348781) | > loss_1: 31.285236358642578 (32.0585287639073) | > grad_norm_1: tensor(212.8474, device='cuda:0') (tensor(102.5770, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3583 (0.3603695971625192) | > loader_time: 0.0033 (0.0031401770455496652)  --> TIME: 2024-06-11 07:23:39 -- STEP: 39/330 -- GLOBAL_STEP: 210800 | > loss_disc: 2.289095401763916 (2.350884021856846) | > loss_disc_real_0: 0.12109703570604324 (0.10991017386699334) | > loss_disc_real_1: 0.172332763671875 (0.19812939564387003) | > loss_disc_real_2: 0.2280675172805786 (0.21323575270481598) | > loss_disc_real_3: 0.2072942554950714 (0.23060318178091294) | > loss_disc_real_4: 0.20914539694786072 (0.22572260598341623) | > loss_disc_real_5: 0.18544912338256836 (0.22275396302724496) | > loss_0: 2.289095401763916 (2.350884021856846) | > grad_norm_0: tensor(6.2543, device='cuda:0') (tensor(10.3832, device='cuda:0')) | > loss_gen: 2.5497922897338867 (2.507504402062832) | > loss_kl: 1.7257252931594849 (1.8698838551839192) | > loss_feat: 7.570068359375 (7.144976689265325) | > loss_mel: 18.678775787353516 (18.403366333399067) | > loss_duration: 2.036386489868164 (2.066301841002244) | > loss_1: 32.56074523925781 (31.992033004760742) | > grad_norm_1: tensor(97.0124, device='cuda:0') (tensor(128.2266, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3506 (0.355809823060647) | > loader_time: 0.0035 (0.0033105764633569964)  --> TIME: 2024-06-11 07:23:48 -- STEP: 64/330 -- GLOBAL_STEP: 210825 | > loss_disc: 2.2553606033325195 (2.3481134809553628) | > loss_disc_real_0: 0.1012166291475296 (0.11138786119408906) | > loss_disc_real_1: 0.19079115986824036 (0.19831102015450597) | > loss_disc_real_2: 0.19155357778072357 (0.2139661144465208) | > loss_disc_real_3: 0.21543261408805847 (0.23028081958182156) | > loss_disc_real_4: 0.2149793803691864 (0.22680901386775076) | > loss_disc_real_5: 0.1957341581583023 (0.22114818799309433) | > loss_0: 2.2553606033325195 (2.3481134809553628) | > grad_norm_0: tensor(20.0894, device='cuda:0') (tensor(10.0921, device='cuda:0')) | > loss_gen: 2.512680768966675 (2.499114640057087) | > loss_kl: 1.9219248294830322 (1.868488734588027) | > loss_feat: 7.36115837097168 (7.131395980715752) | > loss_mel: 18.582632064819336 (18.357926458120353) | > loss_duration: 2.038134813308716 (2.0434581376612195) | > loss_1: 32.41653060913086 (31.900383800268173) | > grad_norm_1: tensor(192.3999, device='cuda:0') (tensor(124.7537, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3737 (0.3598971515893936) | > loader_time: 0.0044 (0.0034407563507556915)  --> TIME: 2024-06-11 07:23:58 -- STEP: 89/330 -- GLOBAL_STEP: 210850 | > loss_disc: 2.3722951412200928 (2.338145623046361) | > loss_disc_real_0: 0.12220457196235657 (0.11293247275138169) | > loss_disc_real_1: 0.14609310030937195 (0.1976596890540605) | > loss_disc_real_2: 0.2448144555091858 (0.21423718751816268) | > loss_disc_real_3: 0.25994348526000977 (0.22841251817312133) | > loss_disc_real_4: 0.22043876349925995 (0.22610668486423707) | > loss_disc_real_5: 0.1897450089454651 (0.2194188464893384) | > loss_0: 2.3722951412200928 (2.338145623046361) | > grad_norm_0: tensor(8.1990, device='cuda:0') (tensor(10.3135, device='cuda:0')) | > loss_gen: 2.449658155441284 (2.509098232462165) | > loss_kl: 2.016822099685669 (1.878193833854761) | > loss_feat: 6.626425266265869 (7.171391631780046) | > loss_mel: 17.902856826782227 (18.34043691399392) | > loss_duration: 2.0294551849365234 (2.033946123016015) | > loss_1: 31.025217056274414 (31.933066614558193) | > grad_norm_1: tensor(96.3547, device='cuda:0') (tensor(123.1064, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3687 (0.36282008417536704) | > loader_time: 0.0037 (0.0035894988627915973)  --> TIME: 2024-06-11 07:24:07 -- STEP: 114/330 -- GLOBAL_STEP: 210875 | > loss_disc: 2.33381986618042 (2.334361461170932) | > loss_disc_real_0: 0.11926159262657166 (0.11325245389812871) | > loss_disc_real_1: 0.16247566044330597 (0.19775626664621787) | > loss_disc_real_2: 0.23004549741744995 (0.21302461388864016) | > loss_disc_real_3: 0.21471485495567322 (0.22785288918959468) | > loss_disc_real_4: 0.2188173234462738 (0.22623489457264281) | > loss_disc_real_5: 0.19402192533016205 (0.21870762619533038) | > loss_0: 2.33381986618042 (2.334361461170932) | > grad_norm_0: tensor(23.9382, device='cuda:0') (tensor(11.5694, device='cuda:0')) | > loss_gen: 2.5222327709198 (2.511707303816811) | > loss_kl: 1.921103835105896 (1.885845803377921) | > loss_feat: 7.238476753234863 (7.176192133050216) | > loss_mel: 19.318466186523438 (18.3472904573407) | > loss_duration: 2.050771474838257 (2.034097352571656) | > loss_1: 33.051048278808594 (31.955132936176504) | > grad_norm_1: tensor(177.6557, device='cuda:0') (tensor(136.7224, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3533 (0.3627934539527224) | > loader_time: 0.0038 (0.0036722672613043535)  --> TIME: 2024-06-11 07:24:17 -- STEP: 139/330 -- GLOBAL_STEP: 210900 | > loss_disc: 2.273660659790039 (2.332076127580601) | > loss_disc_real_0: 0.13354691863059998 (0.11372943844297807) | > loss_disc_real_1: 0.18802984058856964 (0.19782214467045214) | > loss_disc_real_2: 0.2091064751148224 (0.21311478016616628) | > loss_disc_real_3: 0.22734323143959045 (0.22754183400877945) | > loss_disc_real_4: 0.21591177582740784 (0.2257932799754383) | > loss_disc_real_5: 0.20206022262573242 (0.21848381037334744) | > loss_0: 2.273660659790039 (2.332076127580601) | > grad_norm_0: tensor(11.0576, device='cuda:0') (tensor(12.5714, device='cuda:0')) | > loss_gen: 2.534339427947998 (2.512488510968873) | > loss_kl: 1.9501243829727173 (1.887616494576708) | > loss_feat: 7.589740753173828 (7.17896153086381) | > loss_mel: 18.07669448852539 (18.34737392123654) | > loss_duration: 2.09757661819458 (2.0374487398339705) | > loss_1: 32.248477935791016 (31.963889197479908) | > grad_norm_1: tensor(293.3282, device='cuda:0') (tensor(149.7032, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3739 (0.36459026919852056) | > loader_time: 0.0046 (0.003802287492820685)  --> TIME: 2024-06-11 07:24:26 -- STEP: 164/330 -- GLOBAL_STEP: 210925 | > loss_disc: 2.3719027042388916 (2.332029262693917) | > loss_disc_real_0: 0.11314058303833008 (0.11401345203744202) | > loss_disc_real_1: 0.20735816657543182 (0.19866642455865696) | > loss_disc_real_2: 0.2273828536272049 (0.21291952434836364) | > loss_disc_real_3: 0.23219242691993713 (0.22733520571051574) | > loss_disc_real_4: 0.19317136704921722 (0.22565286906390655) | > loss_disc_real_5: 0.21998536586761475 (0.2182042905833663) | > loss_0: 2.3719027042388916 (2.332029262693917) | > grad_norm_0: tensor(12.1265, device='cuda:0') (tensor(15.1553, device='cuda:0')) | > loss_gen: 2.501504898071289 (2.5147277727359674) | > loss_kl: 1.9597938060760498 (1.9005301631078488) | > loss_feat: 6.853055000305176 (7.200067837063859) | > loss_mel: 17.51776123046875 (18.326467072091436) | > loss_duration: 2.1022555828094482 (2.0396013935891606) | > loss_1: 30.934370040893555 (31.981394162992153) | > grad_norm_1: tensor(151.2361, device='cuda:0') (tensor(173.7001, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3816 (0.36728180472443744) | > loader_time: 0.005 (0.003898784881684838)  --> TIME: 2024-06-11 07:24:36 -- STEP: 189/330 -- GLOBAL_STEP: 210950 | > loss_disc: 2.2757515907287598 (2.3332096331964727) | > loss_disc_real_0: 0.09759831428527832 (0.11414840092103948) | > loss_disc_real_1: 0.15904609858989716 (0.19823998906625012) | > loss_disc_real_2: 0.21853423118591309 (0.21358508321027908) | > loss_disc_real_3: 0.2422126829624176 (0.22748519314659965) | > loss_disc_real_4: 0.2070937305688858 (0.22615265885673502) | > loss_disc_real_5: 0.2240975797176361 (0.21797120752473356) | > loss_0: 2.2757515907287598 (2.3332096331964727) | > grad_norm_0: tensor(17.7595, device='cuda:0') (tensor(16.3738, device='cuda:0')) | > loss_gen: 2.6979663372039795 (2.5139137083891203) | > loss_kl: 1.886240839958191 (1.9045389676220204) | > loss_feat: 6.699304580688477 (7.201524338394246) | > loss_mel: 16.94175148010254 (18.285529303172265) | > loss_duration: 2.120380401611328 (2.0457452005810213) | > loss_1: 30.345643997192383 (31.951251479052992) | > grad_norm_1: tensor(465.6802, device='cuda:0') (tensor(191.1383, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.3917 (0.36996702542380683) | > loader_time: 0.0048 (0.004018980359274245)  --> TIME: 2024-06-11 07:24:47 -- STEP: 214/330 -- GLOBAL_STEP: 210975 | > loss_disc: 2.4777050018310547 (2.333734046632998) | > loss_disc_real_0: 0.15945011377334595 (0.11429094486634865) | > loss_disc_real_1: 0.20352573692798615 (0.1989885439800325) | > loss_disc_real_2: 0.21129414439201355 (0.21361475410026926) | > loss_disc_real_3: 0.24622130393981934 (0.22737757429898342) | > loss_disc_real_4: 0.25786280632019043 (0.22602000762926083) | > loss_disc_real_5: 0.19878479838371277 (0.21790823340415955) | > loss_0: 2.4777050018310547 (2.333734046632998) | > grad_norm_0: tensor(83.8560, device='cuda:0') (tensor(18.1801, device='cuda:0')) | > loss_gen: 2.592803716659546 (2.5202499160142704) | > loss_kl: 1.7661417722702026 (1.9055353135706108) | > loss_feat: 7.310366153717041 (7.229777095473815) | > loss_mel: 18.425289154052734 (18.243933294421044) | > loss_duration: 2.1523919105529785 (2.052236997635565) | > loss_1: 32.24699401855469 (31.951732582020984) | > grad_norm_1: tensor(385.4031, device='cuda:0') (tensor(208.1558, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.4195 (0.3744864140715555) | > loader_time: 0.0062 (0.004142927232189716)  --> TIME: 2024-06-11 07:24:57 -- STEP: 239/330 -- GLOBAL_STEP: 211000 | > loss_disc: 2.325439929962158 (2.333185326604164) | > loss_disc_real_0: 0.11357919871807098 (0.11390947598854867) | > loss_disc_real_1: 0.17609550058841705 (0.19874920081892772) | > loss_disc_real_2: 0.24416333436965942 (0.21382801652453434) | > loss_disc_real_3: 0.22142650187015533 (0.22784058300770477) | > loss_disc_real_4: 0.20682662725448608 (0.22602729281122216) | > loss_disc_real_5: 0.20968103408813477 (0.21805753287660526) | > loss_0: 2.325439929962158 (2.333185326604164) | > grad_norm_0: tensor(19.1101, device='cuda:0') (tensor(19.6607, device='cuda:0')) | > loss_gen: 2.5920825004577637 (2.5245270699137925) | > loss_kl: 1.8824347257614136 (1.9078937285116029) | > loss_feat: 6.987451553344727 (7.232961618750664) | > loss_mel: 17.894248962402344 (18.16731714703548) | > loss_duration: 2.0894737243652344 (2.0599686505904247) | > loss_1: 31.44569206237793 (31.89266823325696) | > grad_norm_1: tensor(306.0703, device='cuda:0') (tensor(220.1268, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.4307 (0.37885560350936826) | > loader_time: 0.0053 (0.00429159727056655) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_211000.pth  --> TIME: 2024-06-11 07:25:13 -- STEP: 264/330 -- GLOBAL_STEP: 211025 | > loss_disc: 2.4818170070648193 (2.3406263129277654) | > loss_disc_real_0: 0.2502896189689636 (0.11629184163316633) | > loss_disc_real_1: 0.17573703825473785 (0.19954916213949522) | > loss_disc_real_2: 0.22269262373447418 (0.2142593130243547) | > loss_disc_real_3: 0.2422575205564499 (0.2280544928754821) | > loss_disc_real_4: 0.22859051823616028 (0.22633786550299684) | > loss_disc_real_5: 0.21723240613937378 (0.21821395279557415) | > loss_0: 2.4818170070648193 (2.3406263129277654) | > grad_norm_0: tensor(69.9402, device='cuda:0') (tensor(22.4057, device='cuda:0')) | > loss_gen: 2.5157835483551025 (2.523026493462649) | > loss_kl: 1.9106214046478271 (1.9120030023834922) | > loss_feat: 7.5402607917785645 (7.23401902480559) | > loss_mel: 18.26117706298828 (18.146439378911797) | > loss_duration: 2.183464527130127 (2.0671732249585046) | > loss_1: 32.41130828857422 (31.882661133101493) | > grad_norm_1: tensor(556.4706, device='cuda:0') (tensor(234.8970, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.4311 (0.3838248225775632) | > loader_time: 0.0059 (0.004461281227343011)  --> TIME: 2024-06-11 07:25:25 -- STEP: 289/330 -- GLOBAL_STEP: 211050 | > loss_disc: 2.4282450675964355 (2.3425157235155467) | > loss_disc_real_0: 0.17725715041160583 (0.11668969289912072) | > loss_disc_real_1: 0.2030586302280426 (0.19954218692226802) | > loss_disc_real_2: 0.19716876745224 (0.21418975376134103) | > loss_disc_real_3: 0.2427474409341812 (0.22799673109318558) | > loss_disc_real_4: 0.238334521651268 (0.22661213153992552) | > loss_disc_real_5: 0.23960979282855988 (0.21834969030738288) | > loss_0: 2.4282450675964355 (2.3425157235155467) | > grad_norm_0: tensor(65.2741, device='cuda:0') (tensor(23.4394, device='cuda:0')) | > loss_gen: 2.4489362239837646 (2.5196367605334746) | > loss_kl: 1.9273184537887573 (1.9169003984094903) | > loss_feat: 6.460273742675781 (7.226822950435757) | > loss_mel: 16.41389274597168 (18.085472106933594) | > loss_duration: 2.212083339691162 (2.076255886199976) | > loss_1: 29.462505340576172 (31.82508814458616) | > grad_norm_1: tensor(406.2855, device='cuda:0') (tensor(242.7857, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.4524 (0.3894222483915441) | > loader_time: 0.0063 (0.004626698972444634)  --> TIME: 2024-06-11 07:25:37 -- STEP: 314/330 -- GLOBAL_STEP: 211075 | > loss_disc: 2.3180124759674072 (2.34246212357928) | > loss_disc_real_0: 0.16477614641189575 (0.11702506717555462) | > loss_disc_real_1: 0.15197187662124634 (0.19921088745449758) | > loss_disc_real_2: 0.24398742616176605 (0.21434592773580247) | > loss_disc_real_3: 0.21220609545707703 (0.22787736289820093) | > loss_disc_real_4: 0.2140611708164215 (0.2265370906728088) | > loss_disc_real_5: 0.19969506561756134 (0.21855453074358072) | > loss_0: 2.3180124759674072 (2.34246212357928) | > grad_norm_0: tensor(33.9371, device='cuda:0') (tensor(24.1544, device='cuda:0')) | > loss_gen: 2.5909106731414795 (2.5168670734782137) | > loss_kl: 2.039612054824829 (1.9214823029603167) | > loss_feat: 7.591244220733643 (7.236206320440694) | > loss_mel: 17.9387149810791 (18.051162142662488) | > loss_duration: 2.2738795280456543 (2.088590018688491) | > loss_1: 32.43436050415039 (31.814307881009046) | > grad_norm_1: tensor(395.8264, device='cuda:0') (tensor(253.9240, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.5706 (0.39818727742334836) | > loader_time: 0.0101 (0.004847358746133793)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4127681255340576 (2.4127681255340576) | > loss_disc_real_0: 0.12957334518432617 (0.12957334518432617) | > loss_disc_real_1: 0.2500958740711212 (0.2500958740711212) | > loss_disc_real_2: 0.23596371710300446 (0.23596371710300446) | > loss_disc_real_3: 0.22750911116600037 (0.22750911116600037) | > loss_disc_real_4: 0.25128066539764404 (0.25128066539764404) | > loss_disc_real_5: 0.2649692893028259 (0.2649692893028259) | > loss_0: 2.4127681255340576 (2.4127681255340576) | > loss_gen: 2.5036678314208984 (2.5036678314208984) | > loss_kl: 2.507563352584839 (2.507563352584839) | > loss_feat: 5.422840595245361 (5.422840595245361) | > loss_mel: 16.315553665161133 (16.315553665161133) | > loss_duration: 2.918086051940918 (2.918086051940918) | > loss_1: 29.667709350585938 (29.667709350585938)  --> STEP: 1 | > loss_disc: 2.4927163124084473 (2.4927163124084473) | > loss_disc_real_0: 0.08674958348274231 (0.08674958348274231) | > loss_disc_real_1: 0.24904893338680267 (0.24904893338680267) | > loss_disc_real_2: 0.22878776490688324 (0.22878776490688324) | > loss_disc_real_3: 0.2623695433139801 (0.2623695433139801) | > loss_disc_real_4: 0.25124281644821167 (0.25124281644821167) | > loss_disc_real_5: 0.27624714374542236 (0.27624714374542236) | > loss_0: 2.4927163124084473 (2.4927163124084473) | > loss_gen: 2.295010805130005 (2.295010805130005) | > loss_kl: 2.0952298641204834 (2.0952298641204834) | > loss_feat: 5.120044231414795 (5.120044231414795) | > loss_mel: 17.017616271972656 (17.017616271972656) | > loss_duration: 2.3837170600891113 (2.3837170600891113) | > loss_1: 28.911619186401367 (28.911619186401367)  --> STEP: 2 | > loss_disc: 1.9736249446868896 (2.2331706285476685) | > loss_disc_real_0: 0.05253177508711815 (0.06964067928493023) | > loss_disc_real_1: 0.19407343864440918 (0.22156118601560593) | > loss_disc_real_2: 0.15742811560630798 (0.1931079402565956) | > loss_disc_real_3: 0.14834171533584595 (0.20535562932491302) | > loss_disc_real_4: 0.13892418146133423 (0.19508349895477295) | > loss_disc_real_5: 0.10606186091899872 (0.19115450233221054) | > loss_0: 1.9736249446868896 (2.2331706285476685) | > loss_gen: 2.3038370609283447 (2.299423933029175) | > loss_kl: 2.8046000003814697 (2.4499149322509766) | > loss_feat: 7.119680881500244 (6.1198625564575195) | > loss_mel: 18.23375129699707 (17.625683784484863) | > loss_duration: 2.4607090950012207 (2.422213077545166) | > loss_1: 32.922576904296875 (30.91709804534912)  --> STEP: 3 | > loss_disc: 2.059001922607422 (2.175114393234253) | > loss_disc_real_0: 0.08459584414958954 (0.07462573423981667) | > loss_disc_real_1: 0.22266778349876404 (0.2219300518433253) | > loss_disc_real_2: 0.19293276965618134 (0.19304955005645752) | > loss_disc_real_3: 0.2502848207950592 (0.22033202648162842) | > loss_disc_real_4: 0.24026213586330414 (0.21014304459095) | > loss_disc_real_5: 0.24690879881381989 (0.20973926782608032) | > loss_0: 2.059001922607422 (2.175114393234253) | > loss_gen: 2.895188093185425 (2.4980119864145913) | > loss_kl: 2.7404611110687256 (2.5467636585235596) | > loss_feat: 7.048398017883301 (6.42937437693278) | > loss_mel: 17.41352653503418 (17.554964701334637) | > loss_duration: 2.2736477851867676 (2.3726913134256997) | > loss_1: 32.371219635009766 (31.401805241902668)  --> STEP: 4 | > loss_disc: 2.3607847690582275 (2.2215319871902466) | > loss_disc_real_0: 0.1893952488899231 (0.10331811290234327) | > loss_disc_real_1: 0.18254297971725464 (0.21208328381180763) | > loss_disc_real_2: 0.23730462789535522 (0.20411331951618195) | > loss_disc_real_3: 0.24974994361400604 (0.22768650576472282) | > loss_disc_real_4: 0.24994738399982452 (0.22009412944316864) | > loss_disc_real_5: 0.1824513077735901 (0.20291727781295776) | > loss_0: 2.3607847690582275 (2.2215319871902466) | > loss_gen: 2.656350612640381 (2.537596642971039) | > loss_kl: 3.2398698329925537 (2.720040202140808) | > loss_feat: 7.486155986785889 (6.693569779396057) | > loss_mel: 19.31685447692871 (17.995437145233154) | > loss_duration: 2.267909288406372 (2.346495807170868) | > loss_1: 34.967140197753906 (32.29313898086548)  --> STEP: 5 | > loss_disc: 2.2232720851898193 (2.221880006790161) | > loss_disc_real_0: 0.15943047404289246 (0.11454058513045311) | > loss_disc_real_1: 0.22890836000442505 (0.2154482990503311) | > loss_disc_real_2: 0.17005696892738342 (0.19730204939842225) | > loss_disc_real_3: 0.31165236234664917 (0.2444796770811081) | > loss_disc_real_4: 0.27960240840911865 (0.23199578523635864) | > loss_disc_real_5: 0.22415968775749207 (0.20716575980186464) | > loss_0: 2.2232720851898193 (2.221880006790161) | > loss_gen: 2.960604429244995 (2.62219820022583) | > loss_kl: 2.525872230529785 (2.6812066078186034) | > loss_feat: 5.852496147155762 (6.525355052947998) | > loss_mel: 18.917341232299805 (18.179817962646485) | > loss_duration: 2.3261165618896484 (2.342419958114624) | > loss_1: 32.582427978515625 (32.350996780395505)  --> STEP: 6 | > loss_disc: 2.485354423522949 (2.265792409578959) | > loss_disc_real_0: 0.13456293940544128 (0.11787764417628448) | > loss_disc_real_1: 0.26947787404060364 (0.22445322821537653) | > loss_disc_real_2: 0.24764050543308258 (0.20569179207086563) | > loss_disc_real_3: 0.25019288063049316 (0.24543187767267227) | > loss_disc_real_4: 0.2745285630226135 (0.23908458153406778) | > loss_disc_real_5: 0.2972122132778168 (0.22217350204785666) | > loss_0: 2.485354423522949 (2.265792409578959) | > loss_gen: 2.4980251789093018 (2.601502696673075) | > loss_kl: 2.9060208797454834 (2.71867565313975) | > loss_feat: 4.485842704772949 (6.185436328252156) | > loss_mel: 16.372905731201172 (17.878665924072266) | > loss_duration: 2.171563148498535 (2.3139438231786094) | > loss_1: 28.43436050415039 (31.69822406768799)  --> STEP: 7 | > loss_disc: 2.3993725776672363 (2.284875290734427) | > loss_disc_real_0: 0.10930246114730835 (0.11665261802928788) | > loss_disc_real_1: 0.215835839509964 (0.2232221726860319) | > loss_disc_real_2: 0.21589882671833038 (0.20714993987764632) | > loss_disc_real_3: 0.2646668255329132 (0.2481797273669924) | > loss_disc_real_4: 0.2601049542427063 (0.24208749192101614) | > loss_disc_real_5: 0.23872298002243042 (0.22453771318708146) | > loss_0: 2.3993725776672363 (2.284875290734427) | > loss_gen: 2.363003730773926 (2.5674314158303395) | > loss_kl: 3.8309381008148193 (2.8775702885219028) | > loss_feat: 5.114314556121826 (6.032418932233538) | > loss_mel: 18.028757095336914 (17.900107519967214) | > loss_duration: 2.5117571353912354 (2.3422028677804128) | > loss_1: 31.848770141601562 (31.719730649675643)  --> STEP: 8 | > loss_disc: 2.0903842449188232 (2.260563910007477) | > loss_disc_real_0: 0.1298673152923584 (0.1183044551871717) | > loss_disc_real_1: 0.20278114080429077 (0.22066704370081425) | > loss_disc_real_2: 0.2149379700422287 (0.2081234436482191) | > loss_disc_real_3: 0.231183722615242 (0.2460552267730236) | > loss_disc_real_4: 0.21800272166728973 (0.23907689563930035) | > loss_disc_real_5: 0.21736040711402893 (0.2236405499279499) | > loss_0: 2.0903842449188232 (2.260563910007477) | > loss_gen: 2.969285488128662 (2.61766317486763) | > loss_kl: 2.7053494453430176 (2.8560426831245422) | > loss_feat: 9.649754524230957 (6.484585881233215) | > loss_mel: 20.36907386779785 (18.208728313446045) | > loss_duration: 2.2474260330200195 (2.3303557634353638) | > loss_1: 37.940887451171875 (32.49737524986267)  --> STEP: 9 | > loss_disc: 2.8826401233673096 (2.3296834892696805) | > loss_disc_real_0: 0.26571494340896606 (0.13468339832292664) | > loss_disc_real_1: 0.3113166093826294 (0.23073921766546038) | > loss_disc_real_2: 0.29009589552879333 (0.2172314938571718) | > loss_disc_real_3: 0.3229520618915558 (0.25459931956397164) | > loss_disc_real_4: 0.33475461602211 (0.24970775345961252) | > loss_disc_real_5: 0.2926100492477417 (0.231303827630149) | > loss_0: 2.8826401233673096 (2.3296834892696805) | > loss_gen: 2.572000503540039 (2.61258954472012) | > loss_kl: 3.0413761138916016 (2.876635286543104) | > loss_feat: 6.201962471008301 (6.453183280097114) | > loss_mel: 18.955913543701172 (18.291748894585503) | > loss_duration: 2.1515424251556396 (2.3104876147376165) | > loss_1: 32.922794342041016 (32.544644037882485)  --> STEP: 10 | > loss_disc: 2.3027639389038086 (2.3269915342330934) | > loss_disc_real_0: 0.14028891921043396 (0.13524395041167736) | > loss_disc_real_1: 0.24476878345012665 (0.232142174243927) | > loss_disc_real_2: 0.19393879175186157 (0.21490222364664077) | > loss_disc_real_3: 0.25090059638023376 (0.2542294472455978) | > loss_disc_real_4: 0.23799192905426025 (0.2485361710190773) | > loss_disc_real_5: 0.2708843946456909 (0.2352618843317032) | > loss_0: 2.3027639389038086 (2.3269915342330934) | > loss_gen: 2.5808629989624023 (2.609416890144348) | > loss_kl: 2.5571186542510986 (2.844683623313904) | > loss_feat: 6.478806495666504 (6.455745601654053) | > loss_mel: 18.259510040283203 (18.288525009155272) | > loss_duration: 2.3716955184936523 (2.3166084051132203) | > loss_1: 32.24799346923828 (32.51497898101807)  --> STEP: 11 | > loss_disc: 2.3192901611328125 (2.326291409405795) | > loss_disc_real_0: 0.12181369215250015 (0.13402301784266124) | > loss_disc_real_1: 0.193301260471344 (0.22861118208278308) | > loss_disc_real_2: 0.17096656560897827 (0.21090807291594418) | > loss_disc_real_3: 0.2051706612110138 (0.2497695576060902) | > loss_disc_real_4: 0.24671991169452667 (0.24837105653502725) | > loss_disc_real_5: 0.2621774673461914 (0.23770875551483847) | > loss_0: 2.3192901611328125 (2.326291409405795) | > loss_gen: 2.29757022857666 (2.581067193638195) | > loss_kl: 3.2372615337371826 (2.8803725242614746) | > loss_feat: 7.772595405578613 (6.575459220192649) | > loss_mel: 18.565872192382812 (18.313738389448687) | > loss_duration: 2.499664068222046 (2.3332498290322046) | > loss_1: 34.372962951660156 (32.683886614712804)  --> STEP: 12 | > loss_disc: 2.4602959156036377 (2.3374584515889487) | > loss_disc_real_0: 0.12154430896043777 (0.13298312543580929) | > loss_disc_real_1: 0.21620279550552368 (0.22757714986801147) | > loss_disc_real_2: 0.22785931825637817 (0.21232067669431368) | > loss_disc_real_3: 0.26462817192077637 (0.2510077754656474) | > loss_disc_real_4: 0.1969100683927536 (0.24408264085650444) | > loss_disc_real_5: 0.21073397994041443 (0.23546085755030313) | > loss_0: 2.4602959156036377 (2.3374584515889487) | > loss_gen: 2.3565967082977295 (2.5623613198598227) | > loss_kl: 2.440742254257202 (2.8437366684277854) | > loss_feat: 5.6057257652282715 (6.494648098945618) | > loss_mel: 18.185197830200195 (18.30302667617798) | > loss_duration: 2.2711946964263916 (2.3280785679817204) | > loss_1: 30.85945701599121 (32.531850814819336)  --> STEP: 13 | > loss_disc: 2.497490882873535 (2.34976863861084) | > loss_disc_real_0: 0.14449015259742737 (0.13386828137131837) | > loss_disc_real_1: 0.24764154851436615 (0.2291205651485003) | > loss_disc_real_2: 0.2705308198928833 (0.21679838001728058) | > loss_disc_real_3: 0.199382022023201 (0.24703656366238227) | > loss_disc_real_4: 0.20465247333049774 (0.2410495510468116) | > loss_disc_real_5: 0.19091103971004486 (0.23203394848566788) | > loss_0: 2.497490882873535 (2.34976863861084) | > loss_gen: 2.058429479598999 (2.5235973321474514) | > loss_kl: 3.050257682800293 (2.8596229003025937) | > loss_feat: 4.074860572814941 (6.308510596935566) | > loss_mel: 14.520729064941406 (18.01208070608286) | > loss_duration: 2.205263614654541 (2.31863126387963) | > loss_1: 25.9095401763916 (32.02244230417105)  --> STEP: 14 | > loss_disc: 2.540954351425171 (2.3634247609547208) | > loss_disc_real_0: 0.21800047159194946 (0.13987772352993488) | > loss_disc_real_1: 0.26166674494743347 (0.23144529227699553) | > loss_disc_real_2: 0.17597725987434387 (0.21388258572135652) | > loss_disc_real_3: 0.211542010307312 (0.24450123842273438) | > loss_disc_real_4: 0.2844805419445038 (0.24415176468236105) | > loss_disc_real_5: 0.2614419460296631 (0.23413451973881041) | > loss_0: 2.540954351425171 (2.3634247609547208) | > loss_gen: 2.360109329223633 (2.511919617652893) | > loss_kl: 3.231386184692383 (2.88617742061615) | > loss_feat: 6.53971004486084 (6.325024843215942) | > loss_mel: 19.2386531829834 (18.09969302586147) | > loss_duration: 2.3987135887145996 (2.324351429939271) | > loss_1: 33.76857376098633 (32.147165979657856)  --> STEP: 15 | > loss_disc: 2.2532310485839844 (2.356078513463338) | > loss_disc_real_0: 0.12772271037101746 (0.1390673893193404) | > loss_disc_real_1: 0.3232044279575348 (0.23756256798903147) | > loss_disc_real_2: 0.20231030881404877 (0.21311110059420268) | > loss_disc_real_3: 0.24936819076538086 (0.24482570191224415) | > loss_disc_real_4: 0.20650966465473175 (0.24164229134718576) | > loss_disc_real_5: 0.2448475956916809 (0.2348487248023351) | > loss_0: 2.2532310485839844 (2.356078513463338) | > loss_gen: 2.8181116580963135 (2.532332420349121) | > loss_kl: 2.8756942749023438 (2.8854785442352293) | > loss_feat: 6.836148738861084 (6.3590997695922855) | > loss_mel: 19.298498153686523 (18.17961336771647) | > loss_duration: 2.3231983184814453 (2.3242745558420825) | > loss_1: 34.151649475097656 (32.28079821268717)  --> STEP: 16 | > loss_disc: 2.546544313430786 (2.3679826259613037) | > loss_disc_real_0: 0.2441299855709076 (0.14563380158506334) | > loss_disc_real_1: 0.25493040680885315 (0.23864805791527033) | > loss_disc_real_2: 0.27695319056510925 (0.21710123121738434) | > loss_disc_real_3: 0.27374064922332764 (0.24663288611918688) | > loss_disc_real_4: 0.2611652910709381 (0.2428624788299203) | > loss_disc_real_5: 0.32325538992881775 (0.24037414137274027) | > loss_0: 2.546544313430786 (2.3679826259613037) | > loss_gen: 2.632915735244751 (2.538618877530098) | > loss_kl: 2.2218899726867676 (2.8440042585134506) | > loss_feat: 7.399505615234375 (6.424125134944916) | > loss_mel: 17.003244400024414 (18.106090307235718) | > loss_duration: 2.3525218963623047 (2.3260400146245965) | > loss_1: 31.610076904296875 (32.23887813091278)  --> STEP: 17 | > loss_disc: 2.6391992568969727 (2.383936545428108) | > loss_disc_real_0: 0.2609559893608093 (0.15241745968951897) | > loss_disc_real_1: 0.2767232656478882 (0.24088777601718903) | > loss_disc_real_2: 0.258462131023407 (0.21953422532362096) | > loss_disc_real_3: 0.2740609347820282 (0.24824630074641285) | > loss_disc_real_4: 0.26578712463378906 (0.24421098740661845) | > loss_disc_real_5: 0.28557437658309937 (0.24303297873805552) | > loss_0: 2.6391992568969727 (2.383936545428108) | > loss_gen: 2.780759334564209 (2.5528624338262222) | > loss_kl: 2.2955422401428223 (2.81174178684459) | > loss_feat: 4.9472856521606445 (6.3372522241929) | > loss_mel: 17.645137786865234 (18.078975453096277) | > loss_duration: 2.395569086074829 (2.330129960004022) | > loss_1: 30.064294815063477 (32.110961465274585)  --> STEP: 18 | > loss_disc: 2.1137773990631104 (2.3689277039633856) | > loss_disc_real_0: 0.12829872965812683 (0.15107753024333054) | > loss_disc_real_1: 0.15888573229312897 (0.2363321069214079) | > loss_disc_real_2: 0.19050905108451843 (0.21792171564367083) | > loss_disc_real_3: 0.19675518572330475 (0.24538568324512905) | > loss_disc_real_4: 0.17850546538829803 (0.24056068062782288) | > loss_disc_real_5: 0.1352275162935257 (0.23704378638002607) | > loss_0: 2.1137773990631104 (2.3689277039633856) | > loss_gen: 2.38926100730896 (2.543773465686374) | > loss_kl: 2.012600898742676 (2.7673450708389282) | > loss_feat: 9.09957504272461 (6.490714603000217) | > loss_mel: 18.129640579223633 (18.081790182325577) | > loss_duration: 2.2647504806518555 (2.3264977667066793) | > loss_1: 33.89582824707031 (32.2101207309299)  --> STEP: 19 | > loss_disc: 2.4768505096435547 (2.374607851630763) | > loss_disc_real_0: 0.2902846932411194 (0.15840422303268784) | > loss_disc_real_1: 0.2451121062040329 (0.23679421214680924) | > loss_disc_real_2: 0.209616556763649 (0.21748460201840653) | > loss_disc_real_3: 0.21614192426204681 (0.24384653803549314) | > loss_disc_real_4: 0.21998706459999084 (0.2394778587316212) | > loss_disc_real_5: 0.22927536070346832 (0.23663492187073357) | > loss_0: 2.4768505096435547 (2.374607851630763) | > loss_gen: 2.3041749000549316 (2.5311630148636666) | > loss_kl: 2.2359769344329834 (2.7393783268175627) | > loss_feat: 5.640905857086182 (6.445987826899478) | > loss_mel: 15.63390064239502 (17.952953890750283) | > loss_duration: 2.2939984798431396 (2.3247872779243877) | > loss_1: 28.108957290649414 (31.994270023546722)  --> STEP: 20 | > loss_disc: 2.280216693878174 (2.3698882937431334) | > loss_disc_real_0: 0.13297882676124573 (0.15713295321911575) | > loss_disc_real_1: 0.15596872568130493 (0.232752937823534) | > loss_disc_real_2: 0.29524996876716614 (0.2213728703558445) | > loss_disc_real_3: 0.3226407468318939 (0.2477862484753132) | > loss_disc_real_4: 0.25048452615737915 (0.2400281921029091) | > loss_disc_real_5: 0.2688814699649811 (0.23824724927544594) | > loss_0: 2.280216693878174 (2.3698882937431334) | > loss_gen: 2.9359021186828613 (2.5513999700546264) | > loss_kl: 2.2515406608581543 (2.7149864435195923) | > loss_feat: 6.397710800170898 (6.44357397556305) | > loss_mel: 19.02608871459961 (18.00661063194275) | > loss_duration: 2.3244686126708984 (2.3247713446617135) | > loss_1: 32.93571090698242 (32.0413420677185)  --> STEP: 21 | > loss_disc: 2.527549982070923 (2.377395993187314) | > loss_disc_real_0: 0.19345572590827942 (0.15886260906145686) | > loss_disc_real_1: 0.1583845466375351 (0.22921158586229598) | > loss_disc_real_2: 0.2321953922510147 (0.22188822854132878) | > loss_disc_real_3: 0.19972887635231018 (0.24549780218374162) | > loss_disc_real_4: 0.2822142243385315 (0.24203705078079588) | > loss_disc_real_5: 0.2638009190559387 (0.23946409069356464) | > loss_0: 2.527549982070923 (2.377395993187314) | > loss_gen: 2.1885080337524414 (2.5341194016592845) | > loss_kl: 2.6492621898651123 (2.711856717155093) | > loss_feat: 6.050200462341309 (6.424841903504872) | > loss_mel: 17.855758666992188 (17.99942720504034) | > loss_duration: 2.129366397857666 (2.315466347194854) | > loss_1: 30.87309455871582 (31.985711233956472)  --> STEP: 22 | > loss_disc: 2.592196226119995 (2.3871596401387993) | > loss_disc_real_0: 0.26250341534614563 (0.16357355480167) | > loss_disc_real_1: 0.22308294475078583 (0.22893301126631824) | > loss_disc_real_2: 0.16799968481063843 (0.21943874928084287) | > loss_disc_real_3: 0.2701951265335083 (0.24662040783600372) | > loss_disc_real_4: 0.2646847665309906 (0.24306649240580472) | > loss_disc_real_5: 0.24084024131298065 (0.23952664299444718) | > loss_0: 2.592196226119995 (2.3871596401387993) | > loss_gen: 2.211102247238159 (2.5194368037310517) | > loss_kl: 2.074798583984375 (2.682899529283697) | > loss_feat: 5.578405857086182 (6.386367537758567) | > loss_mel: 15.5659818649292 (17.88881605321711) | > loss_duration: 2.1834704875946045 (2.3094665353948427) | > loss_1: 27.613758087158203 (31.786986090920188)  --> STEP: 23 | > loss_disc: 2.6281166076660156 (2.397636030031287) | > loss_disc_real_0: 0.30650174617767334 (0.16978782399193101) | > loss_disc_real_1: 0.27775838971138 (0.23105585380740787) | > loss_disc_real_2: 0.23611578345298767 (0.22016383772311005) | > loss_disc_real_3: 0.2305174469947815 (0.24592027910377667) | > loss_disc_real_4: 0.23476284742355347 (0.24270546436309814) | > loss_disc_real_5: 0.23818102478981018 (0.23946813785511514) | > loss_0: 2.6281166076660156 (2.397636030031287) | > loss_gen: 2.3987724781036377 (2.514190528703773) | > loss_kl: 2.412522077560425 (2.6711439879044243) | > loss_feat: 6.6190338134765625 (6.396483462789784) | > loss_mel: 18.083049774169922 (17.897260997606363) | > loss_duration: 2.2907567024230957 (2.308653064396071) | > loss_1: 31.804134368896484 (31.787731668223504)  --> STEP: 24 | > loss_disc: 2.5312693119049072 (2.403204083442688) | > loss_disc_real_0: 0.25626444816589355 (0.1733910166658461) | > loss_disc_real_1: 0.2499082386493683 (0.23184136984248957) | > loss_disc_real_2: 0.2994953691959381 (0.22346931820114455) | > loss_disc_real_3: 0.2870071530342102 (0.2476322321842114) | > loss_disc_real_4: 0.2217452973127365 (0.24183212406933308) | > loss_disc_real_5: 0.2769086956977844 (0.2410281610985597) | > loss_0: 2.5312693119049072 (2.403204083442688) | > loss_gen: 2.617547035217285 (2.5184970498085026) | > loss_kl: 2.1975691318511963 (2.65141170223554) | > loss_feat: 5.915929794311523 (6.3764603932698565) | > loss_mel: 17.29966163635254 (17.872361024220787) | > loss_duration: 2.4033186435699463 (2.312597463528316) | > loss_1: 30.43402671813965 (31.731327295303345)  --> STEP: 25 | > loss_disc: 2.3447751998901367 (2.400866928100586) | > loss_disc_real_0: 0.18074850738048553 (0.17368531629443168) | > loss_disc_real_1: 0.17278175055980682 (0.22947898507118225) | > loss_disc_real_2: 0.22427211701869965 (0.22350143015384674) | > loss_disc_real_3: 0.20251010358333588 (0.2458273470401764) | > loss_disc_real_4: 0.20232117176055908 (0.24025168597698213) | > loss_disc_real_5: 0.2866131067276001 (0.24285155892372132) | > loss_0: 2.3447751998901367 (2.400866928100586) | > loss_gen: 2.58697772026062 (2.5212362766265874) | > loss_kl: 2.5297980308532715 (2.646547155380249) | > loss_feat: 6.514230728149414 (6.381971206665039) | > loss_mel: 17.056562423706055 (17.839729080200197) | > loss_duration: 2.3130459785461426 (2.312615404129029) | > loss_1: 31.000614166259766 (31.702098770141603)  --> STEP: 26 | > loss_disc: 2.3637189865112305 (2.3994381611163798) | > loss_disc_real_0: 0.10523086786270142 (0.1710524528932113) | > loss_disc_real_1: 0.15189962089061737 (0.22649516337192976) | > loss_disc_real_2: 0.11826147139072418 (0.21945373943218818) | > loss_disc_real_3: 0.16797831654548645 (0.24283315355961138) | > loss_disc_real_4: 0.17242632806301117 (0.2376430183649063) | > loss_disc_real_5: 0.21180064976215363 (0.24165729318673795) | > loss_0: 2.3637189865112305 (2.3994381611163798) | > loss_gen: 1.9930782318115234 (2.500922505672162) | > loss_kl: 2.8793601989746094 (2.655501503210801) | > loss_feat: 13.088705062866211 (6.639922508826623) | > loss_mel: 22.679447174072266 (18.02587208381066) | > loss_duration: 2.3134231567382812 (2.312646471537077) | > loss_1: 42.954017639160156 (32.13486488048847) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024617726986224833 (-8.813234475942792e-05) | > avg_loss_disc: 2.3994381611163798 (+0.021134321506206977) | > avg_loss_disc_real_0: 0.1710524528932113 (+0.043267071676942076) | > avg_loss_disc_real_1: 0.22649516337192976 (+0.020571037553823918) | > avg_loss_disc_real_2: 0.21945373943218818 (+0.029853563182629078) | > avg_loss_disc_real_3: 0.24283315355961138 (+0.011479901579710128) | > avg_loss_disc_real_4: 0.2376430183649063 (-0.005947568095647365) | > avg_loss_disc_real_5: 0.24165729318673795 (+0.004692866825140446) | > avg_loss_0: 2.3994381611163798 (+0.021134321506206977) | > avg_loss_gen: 2.500922505672162 (+0.1455195683699393) | > avg_loss_kl: 2.655501503210801 (+0.06453305941361664) | > avg_loss_feat: 6.639922508826623 (-0.6584624327146082) | > avg_loss_mel: 18.02587208381066 (-0.3051468042226908) | > avg_loss_duration: 2.312646471537077 (+0.005774883123545127) | > avg_loss_1: 32.13486488048847 (-0.747781900259163)  > EPOCH: 373/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:26:07)   --> TIME: 2024-06-11 07:26:12 -- STEP: 9/330 -- GLOBAL_STEP: 211100 | > loss_disc: 2.2509827613830566 (2.317289802763197) | > loss_disc_real_0: 0.09483863413333893 (0.09939028984970516) | > loss_disc_real_1: 0.19687575101852417 (0.20581981705294716) | > loss_disc_real_2: 0.20776568353176117 (0.2033462425072988) | > loss_disc_real_3: 0.22000588476657867 (0.22829951677057478) | > loss_disc_real_4: 0.21760985255241394 (0.23017304473453098) | > loss_disc_real_5: 0.22391684353351593 (0.22357296115822262) | > loss_0: 2.2509827613830566 (2.317289802763197) | > grad_norm_0: tensor(4.0573, device='cuda:0') (tensor(6.3604, device='cuda:0')) | > loss_gen: 2.6434364318847656 (2.4901820023854575) | > loss_kl: 1.9593517780303955 (1.854539195696513) | > loss_feat: 7.384269714355469 (7.030293941497803) | > loss_mel: 19.07884979248047 (18.65727890862359) | > loss_duration: 2.109466314315796 (2.170156478881836) | > loss_1: 33.17537307739258 (32.20245043436686) | > grad_norm_1: tensor(68.1065, device='cuda:0') (tensor(88.2081, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.3455 (0.3844984637366401) | > loader_time: 0.0029 (0.0032898585001627603)  --> TIME: 2024-06-11 07:26:21 -- STEP: 34/330 -- GLOBAL_STEP: 211125 | > loss_disc: 2.253075361251831 (2.3239049490760353) | > loss_disc_real_0: 0.08713601529598236 (0.10859129095778745) | > loss_disc_real_1: 0.21759703755378723 (0.203544523786096) | > loss_disc_real_2: 0.195931538939476 (0.20847399226006338) | > loss_disc_real_3: 0.24233868718147278 (0.2245752197854659) | > loss_disc_real_4: 0.24245548248291016 (0.22554559830357046) | > loss_disc_real_5: 0.21159620583057404 (0.21820304761914647) | > loss_0: 2.253075361251831 (2.3239049490760353) | > grad_norm_0: tensor(5.4106, device='cuda:0') (tensor(7.5558, device='cuda:0')) | > loss_gen: 2.667362689971924 (2.506021436522989) | > loss_kl: 2.0543110370635986 (1.905192932661842) | > loss_feat: 7.351169586181641 (7.135842533672557) | > loss_mel: 18.23139190673828 (18.275856915642226) | > loss_duration: 2.0408501625061035 (2.071668638902552) | > loss_1: 32.34508514404297 (31.89458190693575) | > grad_norm_1: tensor(287.4139, device='cuda:0') (tensor(98.3086, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.3538 (0.3613948681775262) | > loader_time: 0.0032 (0.003205243278952206)  --> TIME: 2024-06-11 07:26:30 -- STEP: 59/330 -- GLOBAL_STEP: 211150 | > loss_disc: 2.2892799377441406 (2.333899251485275) | > loss_disc_real_0: 0.075567327439785 (0.11049983410511986) | > loss_disc_real_1: 0.1928754597902298 (0.20193716580584897) | > loss_disc_real_2: 0.21101342141628265 (0.21056060038380703) | > loss_disc_real_3: 0.22304736077785492 (0.2259087645906513) | > loss_disc_real_4: 0.21130439639091492 (0.22567008839825453) | > loss_disc_real_5: 0.2038470059633255 (0.2171075758287462) | > loss_0: 2.2892799377441406 (2.333899251485275) | > grad_norm_0: tensor(7.9413, device='cuda:0') (tensor(11.7020, device='cuda:0')) | > loss_gen: 2.573485851287842 (2.4994462627475555) | > loss_kl: 1.9025694131851196 (1.8786389302399198) | > loss_feat: 7.555201053619385 (7.144261804677672) | > loss_mel: 17.370145797729492 (18.214909117100603) | > loss_duration: 1.9843201637268066 (2.044424289363925) | > loss_1: 31.38572120666504 (31.78168009095273) | > grad_norm_1: tensor(63.8071, device='cuda:0') (tensor(147.0454, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.3634 (0.3628311642145707) | > loader_time: 0.0034 (0.0033715579469325184)  --> TIME: 2024-06-11 07:26:39 -- STEP: 84/330 -- GLOBAL_STEP: 211175 | > loss_disc: 2.4136312007904053 (2.328621041207087) | > loss_disc_real_0: 0.09292790293693542 (0.1108061664161228) | > loss_disc_real_1: 0.2134464681148529 (0.20025613283117613) | > loss_disc_real_2: 0.24899858236312866 (0.21092888056522324) | > loss_disc_real_3: 0.2476748824119568 (0.22702095356015933) | > loss_disc_real_4: 0.24879957735538483 (0.22511065290087745) | > loss_disc_real_5: 0.24873289465904236 (0.21654702350497246) | > loss_0: 2.4136312007904053 (2.328621041207087) | > grad_norm_0: tensor(20.1598, device='cuda:0') (tensor(13.0207, device='cuda:0')) | > loss_gen: 2.4800498485565186 (2.517748120285216) | > loss_kl: 1.868330478668213 (1.8834853243260157) | > loss_feat: 6.805415630340576 (7.244131406148274) | > loss_mel: 17.557106018066406 (18.1926383290972) | > loss_duration: 2.109795570373535 (2.0350267234302697) | > loss_1: 30.820697784423828 (31.87302964074271) | > grad_norm_1: tensor(137.6991, device='cuda:0') (tensor(167.8041, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.353 (0.3628402551015219) | > loader_time: 0.0039 (0.003446808883122036)  --> TIME: 2024-06-11 07:26:49 -- STEP: 109/330 -- GLOBAL_STEP: 211200 | > loss_disc: 2.3479411602020264 (2.328114824557524) | > loss_disc_real_0: 0.12878118455410004 (0.11193130329387997) | > loss_disc_real_1: 0.18771351873874664 (0.1992613829057151) | > loss_disc_real_2: 0.2074357271194458 (0.21081358125997246) | > loss_disc_real_3: 0.229134663939476 (0.22652187683713546) | > loss_disc_real_4: 0.22739413380622864 (0.2255669785748928) | > loss_disc_real_5: 0.2069660872220993 (0.21676544749408688) | > loss_0: 2.3479411602020264 (2.328114824557524) | > grad_norm_0: tensor(36.2815, device='cuda:0') (tensor(15.2289, device='cuda:0')) | > loss_gen: 2.670586109161377 (2.5249041329830084) | > loss_kl: 1.9052367210388184 (1.8910558212787734) | > loss_feat: 7.292348384857178 (7.259196023328589) | > loss_mel: 18.078277587890625 (18.19526093159246) | > loss_duration: 1.9766039848327637 (2.0337135080897486) | > loss_1: 31.923053741455078 (31.90413021822588) | > grad_norm_1: tensor(69.7638, device='cuda:0') (tensor(190.8984, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.3824 (0.36421622705022144) | > loader_time: 0.0042 (0.0035677874853851602)  --> TIME: 2024-06-11 07:26:58 -- STEP: 134/330 -- GLOBAL_STEP: 211225 | > loss_disc: 2.4359054565429688 (2.327555718706615) | > loss_disc_real_0: 0.10999681055545807 (0.11074432555530499) | > loss_disc_real_1: 0.15866197645664215 (0.1989975016730935) | > loss_disc_real_2: 0.1895727515220642 (0.21129400705668464) | > loss_disc_real_3: 0.2162114530801773 (0.22748581809339238) | > loss_disc_real_4: 0.2428145408630371 (0.22580169964192517) | > loss_disc_real_5: 0.21831463277339935 (0.21775730966187237) | > loss_0: 2.4359054565429688 (2.327555718706615) | > grad_norm_0: tensor(29.4013, device='cuda:0') (tensor(16.3021, device='cuda:0')) | > loss_gen: 2.567924737930298 (2.5369416724390077) | > loss_kl: 1.8898584842681885 (1.8948625085958795) | > loss_feat: 8.38100528717041 (7.308715001860661) | > loss_mel: 18.512176513671875 (18.22904053019053) | > loss_duration: 2.032386302947998 (2.0355779066014663) | > loss_1: 33.38335037231445 (32.00513735813881) | > grad_norm_1: tensor(300.2960, device='cuda:0') (tensor(203.7929, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.3843 (0.3655296386177861) | > loader_time: 0.0041 (0.0036655557689382074)  --> TIME: 2024-06-11 07:27:08 -- STEP: 159/330 -- GLOBAL_STEP: 211250 | > loss_disc: 2.229116678237915 (2.3272501297716826) | > loss_disc_real_0: 0.06451010704040527 (0.11106285677765901) | > loss_disc_real_1: 0.17861591279506683 (0.19874327447054532) | > loss_disc_real_2: 0.2002430409193039 (0.21236887845978047) | > loss_disc_real_3: 0.24543419480323792 (0.22731093218866386) | > loss_disc_real_4: 0.20829446613788605 (0.2259180207484923) | > loss_disc_real_5: 0.20284512639045715 (0.21859993621613244) | > loss_0: 2.229116678237915 (2.3272501297716826) | > grad_norm_0: tensor(33.6051, device='cuda:0') (tensor(19.7194, device='cuda:0')) | > loss_gen: 2.744849920272827 (2.5483283591720314) | > loss_kl: 1.9811780452728271 (1.8955984992801018) | > loss_feat: 7.780894756317139 (7.333270783694285) | > loss_mel: 18.107318878173828 (18.222841538723156) | > loss_duration: 2.0402493476867676 (2.0374794688614672) | > loss_1: 32.65449142456055 (32.03751838732066) | > grad_norm_1: tensor(317.3249, device='cuda:0') (tensor(225.9863, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.3792 (0.36760384781555566) | > loader_time: 0.0045 (0.0037755741263335607)  --> TIME: 2024-06-11 07:27:18 -- STEP: 184/330 -- GLOBAL_STEP: 211275 | > loss_disc: 2.3408985137939453 (2.327197177254636) | > loss_disc_real_0: 0.20435290038585663 (0.11184405701477891) | > loss_disc_real_1: 0.17295724153518677 (0.197930605110267) | > loss_disc_real_2: 0.26111656427383423 (0.2121656603463318) | > loss_disc_real_3: 0.24931085109710693 (0.22690381368865137) | > loss_disc_real_4: 0.2511693835258484 (0.2257077307642802) | > loss_disc_real_5: 0.23683226108551025 (0.2189745464078758) | > loss_0: 2.3408985137939453 (2.327197177254636) | > grad_norm_0: tensor(55.4391, device='cuda:0') (tensor(21.9333, device='cuda:0')) | > loss_gen: 2.6572446823120117 (2.55283948260805) | > loss_kl: 1.8878824710845947 (1.9012607420268266) | > loss_feat: 7.434869289398193 (7.317671470020128) | > loss_mel: 17.125885009765625 (18.15880911246589) | > loss_duration: 2.07197904586792 (2.0434002079393574) | > loss_1: 31.177860260009766 (31.97398075850115) | > grad_norm_1: tensor(530.6068, device='cuda:0') (tensor(247.4363, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.4107 (0.37173101694687555) | > loader_time: 0.0051 (0.0039111207360806675)  --> TIME: 2024-06-11 07:27:28 -- STEP: 209/330 -- GLOBAL_STEP: 211300 | > loss_disc: 2.442013740539551 (2.327770151019668) | > loss_disc_real_0: 0.1249963790178299 (0.11230612287752366) | > loss_disc_real_1: 0.1760721206665039 (0.1979250531447562) | > loss_disc_real_2: 0.21765351295471191 (0.21231143176555634) | > loss_disc_real_3: 0.21710704267024994 (0.22679666440452687) | > loss_disc_real_4: 0.19936177134513855 (0.22562130102130215) | > loss_disc_real_5: 0.20975984632968903 (0.2187651854953127) | > loss_0: 2.442013740539551 (2.327770151019668) | > grad_norm_0: tensor(41.3813, device='cuda:0') (tensor(22.6862, device='cuda:0')) | > loss_gen: 2.390018939971924 (2.544761132965819) | > loss_kl: 1.7635221481323242 (1.9085309790652334) | > loss_feat: 7.003087997436523 (7.314149222305517) | > loss_mel: 17.59508514404297 (18.108096565356085) | > loss_duration: 2.1289820671081543 (2.0504717946622946) | > loss_1: 30.880695343017578 (31.92600945650677) | > grad_norm_1: tensor(416.4727, device='cuda:0') (tensor(259.6268, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.4157 (0.3762014528210654) | > loader_time: 0.0054 (0.004057052603178619)  --> TIME: 2024-06-11 07:27:39 -- STEP: 234/330 -- GLOBAL_STEP: 211325 | > loss_disc: 2.3320980072021484 (2.3341231753683505) | > loss_disc_real_0: 0.08940748870372772 (0.1125012896477412) | > loss_disc_real_1: 0.2184412032365799 (0.19857045651501068) | > loss_disc_real_2: 0.21135351061820984 (0.21277391471159765) | > loss_disc_real_3: 0.2294657975435257 (0.22789623129826325) | > loss_disc_real_4: 0.22021713852882385 (0.2262937396637395) | > loss_disc_real_5: 0.2065168172121048 (0.21955557473194906) | > loss_0: 2.3320980072021484 (2.3341231753683505) | > grad_norm_0: tensor(28.8479, device='cuda:0') (tensor(23.3121, device='cuda:0')) | > loss_gen: 2.459064483642578 (2.537674898775216) | > loss_kl: 1.927077293395996 (1.9146854434257898) | > loss_feat: 7.35980749130249 (7.283858796470185) | > loss_mel: 17.592426300048828 (18.08352793180024) | > loss_duration: 2.137030839920044 (2.058251167464463) | > loss_1: 31.475406646728516 (31.877997968950854) | > grad_norm_1: tensor(445.4279, device='cuda:0') (tensor(269.6357, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.4385 (0.38084070295350164) | > loader_time: 0.0056 (0.004228694826109797)  --> TIME: 2024-06-11 07:27:50 -- STEP: 259/330 -- GLOBAL_STEP: 211350 | > loss_disc: 2.4522082805633545 (2.3365526180930125) | > loss_disc_real_0: 0.242886483669281 (0.11449580600765681) | > loss_disc_real_1: 0.15773983299732208 (0.19862559754185702) | > loss_disc_real_2: 0.2269761711359024 (0.21296544200435108) | > loss_disc_real_3: 0.235593780875206 (0.22798798299434103) | > loss_disc_real_4: 0.23175698518753052 (0.22608285636054964) | > loss_disc_real_5: 0.2335636019706726 (0.21920620744983202) | > loss_0: 2.4522082805633545 (2.3365526180930125) | > grad_norm_0: tensor(88.6602, device='cuda:0') (tensor(25.6488, device='cuda:0')) | > loss_gen: 2.5261738300323486 (2.5349222131677585) | > loss_kl: 1.9360332489013672 (1.9187875300300627) | > loss_feat: 6.7502923011779785 (7.2672651283529275) | > loss_mel: 18.117740631103516 (18.048159080122414) | > loss_duration: 2.1534976959228516 (2.065553969397971) | > loss_1: 31.48373794555664 (31.83468766378161) | > grad_norm_1: tensor(353.9099, device='cuda:0') (tensor(280.0514, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.4296 (0.38516249159588317) | > loader_time: 0.0056 (0.004385004632721536)  --> TIME: 2024-06-11 07:28:01 -- STEP: 284/330 -- GLOBAL_STEP: 211375 | > loss_disc: 2.5801291465759277 (2.3378872569178197) | > loss_disc_real_0: 0.17718712985515594 (0.11442888404806735) | > loss_disc_real_1: 0.22096514701843262 (0.19866571853488274) | > loss_disc_real_2: 0.21737241744995117 (0.21332516851769368) | > loss_disc_real_3: 0.22766657173633575 (0.22792392397220707) | > loss_disc_real_4: 0.225922092795372 (0.22644545730780544) | > loss_disc_real_5: 0.250786155462265 (0.21961313968812915) | > loss_0: 2.5801291465759277 (2.3378872569178197) | > grad_norm_0: tensor(96.3746, device='cuda:0') (tensor(26.9781, device='cuda:0')) | > loss_gen: 2.4571499824523926 (2.539509439132583) | > loss_kl: 1.8153358697891235 (1.9179278729667126) | > loss_feat: 7.481980800628662 (7.284227258722547) | > loss_mel: 18.585464477539062 (18.019460597508377) | > loss_duration: 2.1649017333984375 (2.074283680025963) | > loss_1: 32.50483322143555 (31.835408633863434) | > grad_norm_1: tensor(324.5285, device='cuda:0') (tensor(287.1842, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.4488 (0.38994075211001117) | > loader_time: 0.0067 (0.004528873403307418)  --> TIME: 2024-06-11 07:28:13 -- STEP: 309/330 -- GLOBAL_STEP: 211400 | > loss_disc: 2.3972766399383545 (2.339899574668662) | > loss_disc_real_0: 0.17437812685966492 (0.11523116346219597) | > loss_disc_real_1: 0.24624256789684296 (0.1988690557217521) | > loss_disc_real_2: 0.23759624361991882 (0.21332194031635143) | > loss_disc_real_3: 0.22394143044948578 (0.22799027684629927) | > loss_disc_real_4: 0.239423930644989 (0.22642190759235983) | > loss_disc_real_5: 0.2509874701499939 (0.21943362274216216) | > loss_0: 2.3972766399383545 (2.339899574668662) | > grad_norm_0: tensor(23.3817, device='cuda:0') (tensor(28.5407, device='cuda:0')) | > loss_gen: 2.6823155879974365 (2.5391422429131074) | > loss_kl: 1.9395548105239868 (1.921542538022532) | > loss_feat: 7.165867805480957 (7.292664407526405) | > loss_mel: 16.68014907836914 (17.967376795401456) | > loss_duration: 2.2518413066864014 (2.0854404555169532) | > loss_1: 30.719728469848633 (31.806166263074175) | > grad_norm_1: tensor(500.1607, device='cuda:0') (tensor(299.4731, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.5179 (0.3967186879957379) | > loader_time: 0.0071 (0.004705075692976177)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.605360984802246 (2.605360984802246) | > loss_disc_real_0: 0.09206351637840271 (0.09206351637840271) | > loss_disc_real_1: 0.15313367545604706 (0.15313367545604706) | > loss_disc_real_2: 0.2553861141204834 (0.2553861141204834) | > loss_disc_real_3: 0.2735956311225891 (0.2735956311225891) | > loss_disc_real_4: 0.24980244040489197 (0.24980244040489197) | > loss_disc_real_5: 0.26383209228515625 (0.26383209228515625) | > loss_0: 2.605360984802246 (2.605360984802246) | > loss_gen: 2.0310819149017334 (2.0310819149017334) | > loss_kl: 1.785302996635437 (1.785302996635437) | > loss_feat: 5.206221103668213 (5.206221103668213) | > loss_mel: 15.283668518066406 (15.283668518066406) | > loss_duration: 2.8688836097717285 (2.8688836097717285) | > loss_1: 27.17515754699707 (27.17515754699707)  --> STEP: 1 | > loss_disc: 2.3891406059265137 (2.3891406059265137) | > loss_disc_real_0: 0.08100704103708267 (0.08100704103708267) | > loss_disc_real_1: 0.1594056934118271 (0.1594056934118271) | > loss_disc_real_2: 0.19199085235595703 (0.19199085235595703) | > loss_disc_real_3: 0.23403821885585785 (0.23403821885585785) | > loss_disc_real_4: 0.25502774119377136 (0.25502774119377136) | > loss_disc_real_5: 0.24115623533725739 (0.24115623533725739) | > loss_0: 2.3891406059265137 (2.3891406059265137) | > loss_gen: 2.1436212062835693 (2.1436212062835693) | > loss_kl: 2.2795674800872803 (2.2795674800872803) | > loss_feat: 5.537525177001953 (5.537525177001953) | > loss_mel: 17.08246421813965 (17.08246421813965) | > loss_duration: 2.3879175186157227 (2.3879175186157227) | > loss_1: 29.431095123291016 (29.431095123291016)  --> STEP: 2 | > loss_disc: 2.3317790031433105 (2.360459804534912) | > loss_disc_real_0: 0.06359245628118515 (0.07229974865913391) | > loss_disc_real_1: 0.19585928320884705 (0.17763248831033707) | > loss_disc_real_2: 0.1937449723482132 (0.1928679123520851) | > loss_disc_real_3: 0.24822072684764862 (0.24112947285175323) | > loss_disc_real_4: 0.23493580520153046 (0.2449817731976509) | > loss_disc_real_5: 0.27564701437950134 (0.25840162485837936) | > loss_0: 2.3317790031433105 (2.360459804534912) | > loss_gen: 2.266578435897827 (2.2050998210906982) | > loss_kl: 2.878075361251831 (2.5788214206695557) | > loss_feat: 5.413572788238525 (5.475548982620239) | > loss_mel: 19.254594802856445 (18.168529510498047) | > loss_duration: 2.4304885864257812 (2.409203052520752) | > loss_1: 32.243309020996094 (30.837202072143555)  --> STEP: 3 | > loss_disc: 2.1592483520507812 (2.293389320373535) | > loss_disc_real_0: 0.04863516241312027 (0.06441155324379604) | > loss_disc_real_1: 0.1643928736448288 (0.17321928342183432) | > loss_disc_real_2: 0.1336531788110733 (0.17312966783841452) | > loss_disc_real_3: 0.19442574679851532 (0.2255615641673406) | > loss_disc_real_4: 0.23285947740077972 (0.2409410079320272) | > loss_disc_real_5: 0.21835939586162567 (0.2450542151927948) | > loss_0: 2.1592483520507812 (2.293389320373535) | > loss_gen: 2.2291312217712402 (2.2131102879842124) | > loss_kl: 3.011319398880005 (2.722987413406372) | > loss_feat: 6.760555744171143 (5.903884569803874) | > loss_mel: 18.643606185913086 (18.32688840230306) | > loss_duration: 2.2369275093078613 (2.3517778714497886) | > loss_1: 32.88154220581055 (31.518648783365887)  --> STEP: 4 | > loss_disc: 2.084939479827881 (2.2412768602371216) | > loss_disc_real_0: 0.09144823253154755 (0.07117072306573391) | > loss_disc_real_1: 0.14546871185302734 (0.16628164052963257) | > loss_disc_real_2: 0.1478852778673172 (0.16681857034564018) | > loss_disc_real_3: 0.16174320876598358 (0.20960697531700134) | > loss_disc_real_4: 0.14662131667137146 (0.21736108511686325) | > loss_disc_real_5: 0.13902339339256287 (0.21854650974273682) | > loss_0: 2.084939479827881 (2.2412768602371216) | > loss_gen: 2.2018442153930664 (2.210293769836426) | > loss_kl: 2.983614921569824 (2.788144290447235) | > loss_feat: 9.708711624145508 (6.855091333389282) | > loss_mel: 18.757816314697266 (18.43462038040161) | > loss_duration: 2.2306227684020996 (2.321489095687866) | > loss_1: 35.882606506347656 (32.60963821411133)  --> STEP: 5 | > loss_disc: 2.1009769439697266 (2.2132168769836427) | > loss_disc_real_0: 0.08844580501317978 (0.07462573945522308) | > loss_disc_real_1: 0.12741407752037048 (0.15850812792778016) | > loss_disc_real_2: 0.1806316375732422 (0.16958118379116058) | > loss_disc_real_3: 0.1824207901954651 (0.20416973829269408) | > loss_disc_real_4: 0.21344083547592163 (0.21657703518867494) | > loss_disc_real_5: 0.22543774545192719 (0.21992475688457488) | > loss_0: 2.1009769439697266 (2.2132168769836427) | > loss_gen: 2.3688089847564697 (2.2419968128204344) | > loss_kl: 2.2787716388702393 (2.686269760131836) | > loss_feat: 5.352141857147217 (6.5545014381408695) | > loss_mel: 19.25918197631836 (18.599532699584962) | > loss_duration: 2.285639762878418 (2.3143192291259767) | > loss_1: 31.544544219970703 (32.396619415283205)  --> STEP: 6 | > loss_disc: 2.2277352809906006 (2.2156366109848022) | > loss_disc_real_0: 0.05734337493777275 (0.07174534536898136) | > loss_disc_real_1: 0.1484087109565735 (0.15682489176591238) | > loss_disc_real_2: 0.13094079494476318 (0.16314111898342767) | > loss_disc_real_3: 0.26607048511505127 (0.21448652942975363) | > loss_disc_real_4: 0.18330590426921844 (0.21103184670209885) | > loss_disc_real_5: 0.21302880346775055 (0.21877543131510416) | > loss_0: 2.2277352809906006 (2.2156366109848022) | > loss_gen: 2.1285760402679443 (2.223093350728353) | > loss_kl: 2.6112937927246094 (2.673773765563965) | > loss_feat: 6.715961933135986 (6.581411520640056) | > loss_mel: 18.881378173828125 (18.646506945292156) | > loss_duration: 2.1452300548553467 (2.2861377000808716) | > loss_1: 32.48244094848633 (32.41092300415039)  --> STEP: 7 | > loss_disc: 2.43294620513916 (2.246680838721139) | > loss_disc_real_0: 0.13599272072315216 (0.08092354184814862) | > loss_disc_real_1: 0.1891673058271408 (0.16144523663180216) | > loss_disc_real_2: 0.18039457499980927 (0.16560589841433934) | > loss_disc_real_3: 0.17662253975868225 (0.209077388048172) | > loss_disc_real_4: 0.26968416571617126 (0.21941074941839492) | > loss_disc_real_5: 0.2604099214076996 (0.22472321561404637) | > loss_0: 2.43294620513916 (2.246680838721139) | > loss_gen: 2.132415771484375 (2.210139410836356) | > loss_kl: 3.8821897506713867 (2.8464046205793108) | > loss_feat: 4.528300762176514 (6.2881099837166925) | > loss_mel: 17.262834548950195 (18.448839460100448) | > loss_duration: 2.533139944076538 (2.321423734937395) | > loss_1: 30.33888053894043 (32.114916937691824)  --> STEP: 8 | > loss_disc: 2.1782116889953613 (2.238122195005417) | > loss_disc_real_0: 0.08497864753007889 (0.0814304300583899) | > loss_disc_real_1: 0.12709559500217438 (0.15715153142809868) | > loss_disc_real_2: 0.15237414836883545 (0.16395192965865135) | > loss_disc_real_3: 0.2349703162908554 (0.21231400407850742) | > loss_disc_real_4: 0.2613527774810791 (0.22465350292623043) | > loss_disc_real_5: 0.3115122616291046 (0.23557184636592865) | > loss_0: 2.1782116889953613 (2.238122195005417) | > loss_gen: 2.5555429458618164 (2.2533148527145386) | > loss_kl: 2.6377370357513428 (2.820321172475815) | > loss_feat: 10.031152725219727 (6.7559903264045715) | > loss_mel: 21.517303466796875 (18.8323974609375) | > loss_duration: 2.1607797145843506 (2.3013432323932648) | > loss_1: 38.90251541137695 (32.963366746902466)  --> STEP: 9 | > loss_disc: 2.314920425415039 (2.246655331717597) | > loss_disc_real_0: 0.10752660781145096 (0.08433000536428557) | > loss_disc_real_1: 0.11466920375823975 (0.15243127279811436) | > loss_disc_real_2: 0.21273086965084076 (0.16937181188000572) | > loss_disc_real_3: 0.22207945585250854 (0.21339905427561867) | > loss_disc_real_4: 0.21681112051010132 (0.2237821271022161) | > loss_disc_real_5: 0.18438778817653656 (0.22988472878932953) | > loss_0: 2.314920425415039 (2.246655331717597) | > loss_gen: 2.29807448387146 (2.2582881450653076) | > loss_kl: 2.3409714698791504 (2.7670600944095187) | > loss_feat: 7.047093868255615 (6.7883351643880205) | > loss_mel: 19.639541625976562 (18.92208014594184) | > loss_duration: 2.111741065979004 (2.2802763250139026) | > loss_1: 33.43742370605469 (33.01603974236382)  --> STEP: 10 | > loss_disc: 2.7387661933898926 (2.2958664178848265) | > loss_disc_real_0: 0.106529101729393 (0.08654991500079631) | > loss_disc_real_1: 0.1471492052078247 (0.15190306603908538) | > loss_disc_real_2: 0.24761542677879333 (0.1771961733698845) | > loss_disc_real_3: 0.328262060880661 (0.22488535493612288) | > loss_disc_real_4: 0.29944637417793274 (0.23134855180978775) | > loss_disc_real_5: 0.2910021245479584 (0.23599646836519242) | > loss_0: 2.7387661933898926 (2.2958664178848265) | > loss_gen: 1.9961657524108887 (2.232075905799866) | > loss_kl: 2.16092586517334 (2.706446671485901) | > loss_feat: 5.734513759613037 (6.682953023910523) | > loss_mel: 15.7756929397583 (18.607441425323486) | > loss_duration: 2.3095993995666504 (2.283208632469177) | > loss_1: 27.976898193359375 (32.51212558746338)  --> STEP: 11 | > loss_disc: 2.2512028217315674 (2.291806090961803) | > loss_disc_real_0: 0.05121105536818504 (0.08333729139783165) | > loss_disc_real_1: 0.14627349376678467 (0.15139128674160351) | > loss_disc_real_2: 0.14920848608016968 (0.1746518381617286) | > loss_disc_real_3: 0.21040810644626617 (0.223569241437045) | > loss_disc_real_4: 0.23796126246452332 (0.23194970732385461) | > loss_disc_real_5: 0.2138916254043579 (0.23398693718693472) | > loss_0: 2.2512028217315674 (2.291806090961803) | > loss_gen: 2.1880462169647217 (2.2280732068148525) | > loss_kl: 3.1306979656219482 (2.7450149709528144) | > loss_feat: 5.376043319702148 (6.56414305080067) | > loss_mel: 18.109130859375 (18.562140464782715) | > loss_duration: 2.449591636657715 (2.2983343601226807) | > loss_1: 31.253509521484375 (32.39770594510165)  --> STEP: 12 | > loss_disc: 2.6093320846557617 (2.3182665904363) | > loss_disc_real_0: 0.05442894995212555 (0.0809282629440228) | > loss_disc_real_1: 0.16517752408981323 (0.15254013985395432) | > loss_disc_real_2: 0.20077942311763763 (0.17682913690805435) | > loss_disc_real_3: 0.2296367883682251 (0.22407487034797668) | > loss_disc_real_4: 0.2538524270057678 (0.23377493396401405) | > loss_disc_real_5: 0.30142322182655334 (0.23960662757356962) | > loss_0: 2.6093320846557617 (2.3182665904363) | > loss_gen: 1.910774827003479 (2.2016316751639047) | > loss_kl: 2.796544313430786 (2.7493090828259787) | > loss_feat: 6.100338935852051 (6.525492707888286) | > loss_mel: 15.70980453491211 (18.324445803960163) | > loss_duration: 2.2673699855804443 (2.295753995577494) | > loss_1: 28.784832000732422 (32.09663311640421)  --> STEP: 13 | > loss_disc: 2.591362714767456 (2.339273984615619) | > loss_disc_real_0: 0.13100355863571167 (0.08478020876646042) | > loss_disc_real_1: 0.21399524807929993 (0.1572674558712886) | > loss_disc_real_2: 0.2273547351360321 (0.18071572138712957) | > loss_disc_real_3: 0.2555653750896454 (0.2264972168665666) | > loss_disc_real_4: 0.30435818433761597 (0.23920441476198342) | > loss_disc_real_5: 0.21429504454135895 (0.23765958272493803) | > loss_0: 2.591362714767456 (2.339273984615619) | > loss_gen: 2.2075366973876953 (2.2020859076426578) | > loss_kl: 2.846681833267212 (2.7567992943983812) | > loss_feat: 4.822453498840332 (6.3944896918076735) | > loss_mel: 13.369126319885254 (17.94326738210825) | > loss_duration: 2.177921772003174 (2.28668997837947) | > loss_1: 25.42371940612793 (31.583332061767578)  --> STEP: 14 | > loss_disc: 2.396635055541992 (2.343371203967503) | > loss_disc_real_0: 0.05281338840723038 (0.08249686445508685) | > loss_disc_real_1: 0.11654724925756454 (0.15435886968459403) | > loss_disc_real_2: 0.21289245784282684 (0.18301405970539367) | > loss_disc_real_3: 0.25975948572158813 (0.22887309321335383) | > loss_disc_real_4: 0.19760598242282867 (0.2362330981663295) | > loss_disc_real_5: 0.16462919116020203 (0.23244312618459975) | > loss_0: 2.396635055541992 (2.343371203967503) | > loss_gen: 1.9445061683654785 (2.183687354837145) | > loss_kl: 3.401183605194092 (2.8028267451695035) | > loss_feat: 8.15803050994873 (6.520456893103463) | > loss_mel: 19.046859741210938 (18.022095407758442) | > loss_duration: 2.3680813312530518 (2.2925036464418684) | > loss_1: 34.91865921020508 (31.8215697152274)  --> STEP: 15 | > loss_disc: 2.1670289039611816 (2.3316150506337485) | > loss_disc_real_0: 0.0987839549779892 (0.083582670489947) | > loss_disc_real_1: 0.14227505028247833 (0.15355328172445298) | > loss_disc_real_2: 0.11834332346916199 (0.17870267728964487) | > loss_disc_real_3: 0.2013428956270218 (0.22703774670759838) | > loss_disc_real_4: 0.22761055827140808 (0.23565826217333477) | > loss_disc_real_5: 0.19045333564281464 (0.2296438068151474) | > loss_0: 2.1670289039611816 (2.3316150506337485) | > loss_gen: 2.2367899417877197 (2.1872275273005166) | > loss_kl: 3.4485533237457275 (2.8458751837412515) | > loss_feat: 6.890220642089844 (6.5451078097025555) | > loss_mel: 19.1361083984375 (18.096362940470378) | > loss_duration: 2.3712215423583984 (2.297751506169637) | > loss_1: 34.08289337158203 (31.97232462565104)  --> STEP: 16 | > loss_disc: 2.5532515048980713 (2.3454673290252686) | > loss_disc_real_0: 0.11183416843414307 (0.08534838911145926) | > loss_disc_real_1: 0.1281641274690628 (0.1519664595834911) | > loss_disc_real_2: 0.19215670228004456 (0.17954355385154486) | > loss_disc_real_3: 0.23489075899124146 (0.22752855997532606) | > loss_disc_real_4: 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2.1232433319091797 (2.1691720415564144) | > loss_kl: 1.9082132577896118 (2.790183424949646) | > loss_feat: 5.778314590454102 (6.564538142260383) | > loss_mel: 17.842815399169922 (17.97417438731474) | > loss_duration: 2.367558002471924 (2.3050993891323315) | > loss_1: 30.020143508911133 (31.80316711874569)  --> STEP: 18 | > loss_disc: 2.1516075134277344 (2.343892494837443) | > loss_disc_real_0: 0.06865376234054565 (0.08509337819284862) | > loss_disc_real_1: 0.1241719126701355 (0.15140641604860625) | > loss_disc_real_2: 0.15611125528812408 (0.1828097618288464) | > loss_disc_real_3: 0.20095540583133698 (0.22489064104027218) | > loss_disc_real_4: 0.25534600019454956 (0.23824832091728845) | > loss_disc_real_5: 0.22217252850532532 (0.22968150344159868) | > loss_0: 2.1516075134277344 (2.343892494837443) | > loss_gen: 2.368462324142456 (2.1802437239223056) | > loss_kl: 2.202648401260376 (2.757542590300242) | > loss_feat: 10.32104778289795 (6.773233122295803) | > loss_mel: 18.927221298217773 (18.027121437920464) | > loss_duration: 2.2437334060668945 (2.3016901678509183) | > loss_1: 36.0631103515625 (32.03983063167996)  --> STEP: 19 | > loss_disc: 2.34816837310791 (2.3441175410622046) | > loss_disc_real_0: 0.1131465807557106 (0.08656986253826242) | > loss_disc_real_1: 0.14250347018241882 (0.15093783995038584) | > loss_disc_real_2: 0.1850220412015915 (0.18292619758530668) | > loss_disc_real_3: 0.19736969470977783 (0.22344217018077248) | > loss_disc_real_4: 0.24577681720256805 (0.23864455756388211) | > loss_disc_real_5: 0.20771732926368713 (0.22852549427434019) | > loss_0: 2.34816837310791 (2.3441175410622046) | > loss_gen: 2.046571731567383 (2.1732083559036255) | > loss_kl: 2.111917734146118 (2.7235623347131828) | > loss_feat: 6.518632888793945 (6.759833110006232) | > loss_mel: 18.06037139892578 (18.028871435868112) | > loss_duration: 2.3328592777252197 (2.3033306473179866) | > loss_1: 31.07035255432129 (31.988805469713714)  --> STEP: 20 | > loss_disc: 2.377347707748413 (2.3457790493965147) | > loss_disc_real_0: 0.08757618069648743 (0.08662017844617367) | > loss_disc_real_1: 0.12860403954982758 (0.14982114993035794) | > loss_disc_real_2: 0.2513236701488495 (0.18634607121348382) | > loss_disc_real_3: 0.22469428181648254 (0.22350477576255798) | > loss_disc_real_4: 0.19154642522335052 (0.23628965094685556) | > loss_disc_real_5: 0.16252580285072327 (0.22522550970315933) | > loss_0: 2.377347707748413 (2.3457790493965147) | > loss_gen: 1.9890409708023071 (2.1639999866485597) | > loss_kl: 2.220993757247925 (2.69843390583992) | > loss_feat: 5.728264808654785 (6.70825469493866) | > loss_mel: 19.43214988708496 (18.099035358428956) | > loss_duration: 2.2982945442199707 (2.303078842163086) | > loss_1: 31.668743133544922 (31.972802352905273)  --> STEP: 21 | > loss_disc: 2.434406042098999 (2.3499993823823475) | > loss_disc_real_0: 0.1271822452545166 (0.08855170543704714) | > loss_disc_real_1: 0.13229183852672577 (0.14898642081589925) | > loss_disc_real_2: 0.17597901821136475 (0.1858524020229067) | > loss_disc_real_3: 0.24560308456420898 (0.22455707618168422) | > loss_disc_real_4: 0.2784985899925232 (0.23829960042522066) | > loss_disc_real_5: 0.29118403792381287 (0.22836639199938094) | > loss_0: 2.434406042098999 (2.3499993823823475) | > loss_gen: 2.1651692390441895 (2.164055665334066) | > loss_kl: 2.1046314239501953 (2.6701575971785045) | > loss_feat: 5.320446968078613 (6.642168612707229) | > loss_mel: 15.440176010131836 (17.972423008510045) | > loss_duration: 2.1677026748657227 (2.2966323580060686) | > loss_1: 27.198123931884766 (31.74543671380906)  --> STEP: 22 | > loss_disc: 2.2175936698913574 (2.3439809409054844) | > loss_disc_real_0: 0.07923933863639832 (0.08812841603701765) | > loss_disc_real_1: 0.13527432084083557 (0.14836314354430544) | > loss_disc_real_2: 0.1342654526233673 (0.18350754068656402) | > loss_disc_real_3: 0.19176995754241943 (0.22306675260717218) | > loss_disc_real_4: 0.23908783495426178 (0.2383354292674498) | > loss_disc_real_5: 0.22580966353416443 (0.22825017706914383) | > loss_0: 2.2175936698913574 (2.3439809409054844) | > loss_gen: 2.158916473388672 (2.163822065700184) | > loss_kl: 2.3896102905273438 (2.657405446876179) | > loss_feat: 6.7878875732421875 (6.648792201822454) | > loss_mel: 18.693899154663086 (18.005217378789727) | > loss_duration: 2.121821641921997 (2.2886864163658838) | > loss_1: 32.15213394165039 (31.76392295143821)  --> STEP: 23 | > loss_disc: 2.3348028659820557 (2.343581894169683) | > loss_disc_real_0: 0.07125768065452576 (0.08739490580299626) | > loss_disc_real_1: 0.18240593373775482 (0.1498432648570641) | > loss_disc_real_2: 0.2177218198776245 (0.18499511804269708) | > loss_disc_real_3: 0.2268519401550293 (0.22323132597881815) | > loss_disc_real_4: 0.20096388459205627 (0.23671057949895444) | > loss_disc_real_5: 0.20894098281860352 (0.2274106468843377) | > loss_0: 2.3348028659820557 (2.343581894169683) | > loss_gen: 2.1714963912963867 (2.164155732030454) | > loss_kl: 2.5040457248687744 (2.650737632875857) | > loss_feat: 6.402337074279785 (6.638076761494512) | > loss_mel: 17.34237289428711 (17.976398053376567) | > loss_duration: 2.2517929077148438 (2.2870823507723603) | > loss_1: 30.672046661376953 (31.716450069261633)  --> STEP: 24 | > loss_disc: 2.5362889766693115 (2.3516113559405007) | > loss_disc_real_0: 0.07032796740531921 (0.08668378336975972) | > loss_disc_real_1: 0.16068002581596375 (0.1502947965636849) | > loss_disc_real_2: 0.19528494775295258 (0.18542386094729105) | > loss_disc_real_3: 0.2697177827358246 (0.22516826167702675) | > loss_disc_real_4: 0.319683700799942 (0.2401677928864956) | > loss_disc_real_5: 0.29956144094467163 (0.23041692997018495) | > loss_0: 2.5362889766693115 (2.3516113559405007) | > loss_gen: 2.194979190826416 (2.165440042813619) | > loss_kl: 2.3879129886627197 (2.639786606033643) | > loss_feat: 8.374704360961914 (6.710436244805654) | > loss_mel: 18.78371238708496 (18.010036150614415) | > loss_duration: 2.37276291847229 (2.290652374426524) | > loss_1: 34.114070892333984 (31.81635093688965)  --> STEP: 25 | > loss_disc: 2.4574766159057617 (2.3558459663391114) | > loss_disc_real_0: 0.07784348726272583 (0.08633017152547837) | > loss_disc_real_1: 0.17788341641426086 (0.15139834135770794) | > loss_disc_real_2: 0.25340887904167175 (0.1881432616710663) | > loss_disc_real_3: 0.20067346096038818 (0.2241884696483612) | > loss_disc_real_4: 0.21792955696582794 (0.23927826344966888) | > loss_disc_real_5: 0.18438979983329773 (0.22857584476470946) | > loss_0: 2.4574766159057617 (2.3558459663391114) | > loss_gen: 2.0744788646698 (2.1618015956878662) | > loss_kl: 2.2871453762054443 (2.6256809568405153) | > loss_feat: 8.037261962890625 (6.763509273529053) | > loss_mel: 17.2945613861084 (17.981417160034177) | > loss_duration: 2.335245132446289 (2.292436084747315) | > loss_1: 32.02869415283203 (31.824844665527344)  --> STEP: 26 | > loss_disc: 3.4121787548065186 (2.396474150510935) | > loss_disc_real_0: 0.038072969764471054 (0.08447412530390117) | > loss_disc_real_1: 0.40784743428230286 (0.1612617680086539) | > loss_disc_real_2: 0.0852174311876297 (0.1841845758832418) | > loss_disc_real_3: 0.07919665426015854 (0.21861186136419958) | > loss_disc_real_4: 0.0903051495552063 (0.23354852829988187) | > loss_disc_real_5: 0.0712752640247345 (0.2225258224285566) | > loss_0: 3.4121787548065186 (2.396474150510935) | > loss_gen: 1.4429162740707397 (2.1341521602410536) | > loss_kl: 2.6635689735412598 (2.6271381882520823) | > loss_feat: 20.93705940246582 (7.3086458169496975) | > loss_mel: 18.98466682434082 (18.020003685584435) | > loss_duration: 2.3001866340637207 (2.292734182797946) | > loss_1: 46.328399658203125 (32.382673703707184) --> EVAL PERFORMANCE | > avg_loader_time: 0.002632324512188251 (+0.00017055181356576783) | > avg_loss_disc: 2.396474150510935 (-0.0029640106054449333) | > avg_loss_disc_real_0: 0.08447412530390117 (-0.08657832758931014) | > avg_loss_disc_real_1: 0.1612617680086539 (-0.06523339536327585) | > avg_loss_disc_real_2: 0.1841845758832418 (-0.03526916354894638) | > avg_loss_disc_real_3: 0.21861186136419958 (-0.024221292195411803) | > avg_loss_disc_real_4: 0.23354852829988187 (-0.0040944900650244365) | > avg_loss_disc_real_5: 0.2225258224285566 (-0.019131470758181363) | > avg_loss_0: 2.396474150510935 (-0.0029640106054449333) | > avg_loss_gen: 2.1341521602410536 (-0.3667703454311084) | > avg_loss_kl: 2.6271381882520823 (-0.0283633149587188) | > avg_loss_feat: 7.3086458169496975 (+0.6687233081230746) | > avg_loss_mel: 18.020003685584435 (-0.005868398226226645) | > avg_loss_duration: 2.292734182797946 (-0.01991228873913098) | > avg_loss_1: 32.382673703707184 (+0.2478088232187119)  > EPOCH: 374/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:28:44)   --> TIME: 2024-06-11 07:28:47 -- STEP: 4/330 -- GLOBAL_STEP: 211425 | > loss_disc: 2.2844619750976562 (2.2906421422958374) | > loss_disc_real_0: 0.10126236081123352 (0.10457031987607479) | > loss_disc_real_1: 0.20389015972614288 (0.21695644408464432) | > loss_disc_real_2: 0.22330257296562195 (0.20678644999861717) | > loss_disc_real_3: 0.21067458391189575 (0.20947960391640663) | > loss_disc_real_4: 0.21733622252941132 (0.22253920510411263) | > loss_disc_real_5: 0.1997450739145279 (0.205057043582201) | > loss_0: 2.2844619750976562 (2.2906421422958374) | > grad_norm_0: tensor(5.8879, device='cuda:0') (tensor(6.2558, device='cuda:0')) | > loss_gen: 2.468489646911621 (2.6143839955329895) | > loss_kl: 1.6461052894592285 (1.8722945153713226) | > loss_feat: 6.673229694366455 (6.918525695800781) | > loss_mel: 18.318374633789062 (18.613105297088623) | > loss_duration: 2.212285041809082 (2.22072696685791) | > loss_1: 31.318485260009766 (32.239036083221436) | > grad_norm_1: tensor(94.6748, device='cuda:0') (tensor(78.2921, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3433 (0.36044394969940186) | > loader_time: 0.0028 (0.002959311008453369)  --> TIME: 2024-06-11 07:28:55 -- STEP: 29/330 -- GLOBAL_STEP: 211450 | > loss_disc: 2.230396270751953 (2.3107646333760234) | > loss_disc_real_0: 0.09936871379613876 (0.10758220327311549) | > loss_disc_real_1: 0.215349018573761 (0.2040658105036308) | > loss_disc_real_2: 0.216939777135849 (0.20848093772756643) | > loss_disc_real_3: 0.2446766495704651 (0.22433753208867435) | > loss_disc_real_4: 0.22096678614616394 (0.2269349380813796) | > loss_disc_real_5: 0.2106497883796692 (0.21335702261020398) | > loss_0: 2.230396270751953 (2.3107646333760234) | > grad_norm_0: tensor(9.2719, device='cuda:0') (tensor(7.6187, device='cuda:0')) | > loss_gen: 2.693389415740967 (2.5551307776878627) | > loss_kl: 1.7955626249313354 (1.8688074514783661) | > loss_feat: 7.321756362915039 (7.088585458952805) | > loss_mel: 19.550582885742188 (18.382519820640823) | > loss_duration: 2.0380067825317383 (2.0744536087430756) | > loss_1: 33.39929962158203 (31.969497417581493) | > grad_norm_1: tensor(85.5387, device='cuda:0') (tensor(70.4943, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3429 (0.34733015093310127) | > loader_time: 0.0031 (0.0032219475713269464)  --> TIME: 2024-06-11 07:29:04 -- STEP: 54/330 -- GLOBAL_STEP: 211475 | > loss_disc: 2.2566869258880615 (2.321202357610067) | > loss_disc_real_0: 0.0856921523809433 (0.10960725391352619) | > loss_disc_real_1: 0.18754903972148895 (0.20136570019854438) | > loss_disc_real_2: 0.20385883748531342 (0.20896508820630885) | > loss_disc_real_3: 0.24098828434944153 (0.22621690233548483) | > loss_disc_real_4: 0.240493506193161 (0.22712141799706) | > loss_disc_real_5: 0.21266961097717285 (0.2146944922429544) | > loss_0: 2.2566869258880615 (2.321202357610067) | > grad_norm_0: tensor(10.4826, device='cuda:0') (tensor(7.8694, device='cuda:0')) | > loss_gen: 2.5521886348724365 (2.5205098346427635) | > loss_kl: 1.6840288639068604 (1.8676096620383087) | > loss_feat: 7.857687950134277 (7.130997216259992) | > loss_mel: 19.08909797668457 (18.392557356092656) | > loss_duration: 1.9912538528442383 (2.045218558223159) | > loss_1: 33.17425537109375 (31.956893002545392) | > grad_norm_1: tensor(62.1050, device='cuda:0') (tensor(74.2921, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3555 (0.3496910333633423) | > loader_time: 0.0033 (0.003327012062072754)  --> TIME: 2024-06-11 07:29:13 -- STEP: 79/330 -- GLOBAL_STEP: 211500 | > loss_disc: 2.239314556121826 (2.3239177721965163) | > loss_disc_real_0: 0.10522917658090591 (0.11070110130159161) | > loss_disc_real_1: 0.17251785099506378 (0.19946512542193448) | > loss_disc_real_2: 0.1584256887435913 (0.20959401489058627) | > loss_disc_real_3: 0.22590282559394836 (0.2269872491118274) | > loss_disc_real_4: 0.1921861618757248 (0.2278442563889902) | > loss_disc_real_5: 0.19416971504688263 (0.2158915755114978) | > loss_0: 2.239314556121826 (2.3239177721965163) | > grad_norm_0: tensor(11.7322, device='cuda:0') (tensor(7.8975, device='cuda:0')) | > loss_gen: 2.577127456665039 (2.518539048448394) | > loss_kl: 1.8290919065475464 (1.879663339144067) | > loss_feat: 8.129261016845703 (7.176088864290262) | > loss_mel: 18.691091537475586 (18.326010257382936) | > loss_duration: 1.9850069284439087 (2.0341421033762677) | > loss_1: 33.211578369140625 (31.934443848042548) | > grad_norm_1: tensor(169.4581, device='cuda:0') (tensor(79.3668, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3688 (0.3527416337894488) | > loader_time: 0.0035 (0.0034400541571122183) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_211500.pth  --> TIME: 2024-06-11 07:29:28 -- STEP: 104/330 -- GLOBAL_STEP: 211525 | > loss_disc: 2.380636692047119 (2.32680072921973) | > loss_disc_real_0: 0.10915940254926682 (0.11198277248499486) | > loss_disc_real_1: 0.17190326750278473 (0.1993657833395096) | > loss_disc_real_2: 0.24990351498126984 (0.2105286820576741) | > loss_disc_real_3: 0.22484458982944489 (0.22672780330937642) | > loss_disc_real_4: 0.23764118552207947 (0.22707602066489366) | > loss_disc_real_5: 0.21990187466144562 (0.21552080016296643) | > loss_0: 2.380636692047119 (2.32680072921973) | > grad_norm_0: tensor(6.4016, device='cuda:0') (tensor(7.7854, device='cuda:0')) | > loss_gen: 2.6064300537109375 (2.51910700247838) | > loss_kl: 1.8251398801803589 (1.8784887802142363) | > loss_feat: 7.50455904006958 (7.192544794999636) | > loss_mel: 18.29824447631836 (18.292044016031124) | > loss_duration: 2.0630407333374023 (2.0330337985203815) | > loss_1: 32.29741287231445 (31.915218573350174) | > grad_norm_1: tensor(67.7815, device='cuda:0') (tensor(78.3818, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3618 (0.3582444053429824) | > loader_time: 0.0038 (0.0035737936313335714)  --> TIME: 2024-06-11 07:29:37 -- STEP: 129/330 -- GLOBAL_STEP: 211550 | > loss_disc: 2.2342047691345215 (2.329680919647216) | > loss_disc_real_0: 0.08839111030101776 (0.11203891916792522) | > loss_disc_real_1: 0.16090251505374908 (0.1997207343116287) | > loss_disc_real_2: 0.16317352652549744 (0.21125008766503298) | > loss_disc_real_3: 0.2005797177553177 (0.22804655908614166) | > loss_disc_real_4: 0.17401006817817688 (0.2270920332088027) | > loss_disc_real_5: 0.17397962510585785 (0.2151240720305332) | > loss_0: 2.2342047691345215 (2.329680919647216) | > grad_norm_0: tensor(6.9702, device='cuda:0') (tensor(8.2300, device='cuda:0')) | > loss_gen: 2.5309958457946777 (2.5162224991377014) | > loss_kl: 1.9445873498916626 (1.878570185151211) | > loss_feat: 7.073622703552246 (7.187413644421008) | > loss_mel: 19.022342681884766 (18.292776758356613) | > loss_duration: 2.013551950454712 (2.0341175887011738) | > loss_1: 32.58510208129883 (31.909100865208824) | > grad_norm_1: tensor(139.8025, device='cuda:0') (tensor(87.8189, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3632 (0.35975007123725367) | > loader_time: 0.004 (0.003662294195603955)  --> TIME: 2024-06-11 07:29:47 -- STEP: 154/330 -- GLOBAL_STEP: 211575 | > loss_disc: 2.39178466796875 (2.337533508028303) | > loss_disc_real_0: 0.07811230421066284 (0.11385940808754463) | > loss_disc_real_1: 0.19796928763389587 (0.20054072373873227) | > loss_disc_real_2: 0.23091557621955872 (0.21230130371722308) | > loss_disc_real_3: 0.24577641487121582 (0.22816166107530717) | > loss_disc_real_4: 0.2252742350101471 (0.22677131132646042) | > loss_disc_real_5: 0.21387238800525665 (0.2158947012254171) | > loss_0: 2.39178466796875 (2.337533508028303) | > grad_norm_0: tensor(9.9727, device='cuda:0') (tensor(10.1331, device='cuda:0')) | > loss_gen: 2.527357578277588 (2.515496885621702) | > loss_kl: 1.981187343597412 (1.8800301590523163) | > loss_feat: 6.846029281616211 (7.190459003696194) | > loss_mel: 17.99567985534668 (18.264552587038512) | > loss_duration: 2.054037094116211 (2.0364956693215794) | > loss_1: 31.4042911529541 (31.887034428584112) | > grad_norm_1: tensor(179.2281, device='cuda:0') (tensor(113.7743, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.379 (0.3617510594330825) | > loader_time: 0.0051 (0.0037986225896067434)  --> TIME: 2024-06-11 07:29:57 -- STEP: 179/330 -- GLOBAL_STEP: 211600 | > loss_disc: 2.429929494857788 (2.338728232090699) | > loss_disc_real_0: 0.1520950198173523 (0.11413216628342368) | > loss_disc_real_1: 0.23343896865844727 (0.20088746461122395) | > loss_disc_real_2: 0.21338695287704468 (0.21213595952068628) | > loss_disc_real_3: 0.2359301894903183 (0.22834820262879632) | > loss_disc_real_4: 0.22647523880004883 (0.22712479348622222) | > loss_disc_real_5: 0.23547792434692383 (0.2168198903845676) | > loss_0: 2.429929494857788 (2.338728232090699) | > grad_norm_0: tensor(30.0548, device='cuda:0') (tensor(12.3277, device='cuda:0')) | > loss_gen: 2.403503894805908 (2.5155115420591896) | > loss_kl: 1.8613824844360352 (1.8777174816451259) | > loss_feat: 6.615725517272949 (7.180500238301367) | > loss_mel: 17.61567497253418 (18.235510192103902) | > loss_duration: 2.0951387882232666 (2.0418290086298674) | > loss_1: 30.5914249420166 (31.851068571293155) | > grad_norm_1: tensor(93.9731, device='cuda:0') (tensor(132.5595, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3905 (0.36711428152116315) | > loader_time: 0.0047 (0.003904359966682988)  --> TIME: 2024-06-11 07:30:07 -- STEP: 204/330 -- GLOBAL_STEP: 211625 | > loss_disc: 2.3050050735473633 (2.338809273990929) | > loss_disc_real_0: 0.10957682877779007 (0.11484408966612582) | > loss_disc_real_1: 0.18756003677845 (0.20062662726816008) | > loss_disc_real_2: 0.23608507215976715 (0.2120004769633798) | > loss_disc_real_3: 0.23416990041732788 (0.22839519432654568) | > loss_disc_real_4: 0.23381997644901276 (0.2257434412398759) | > loss_disc_real_5: 0.20321118831634521 (0.21752772699384135) | > loss_0: 2.3050050735473633 (2.338809273990929) | > grad_norm_0: tensor(7.4480, device='cuda:0') (tensor(15.1198, device='cuda:0')) | > loss_gen: 2.7590808868408203 (2.5223514355865184) | > loss_kl: 2.0466439723968506 (1.8774139197433697) | > loss_feat: 8.35248851776123 (7.210526097054575) | > loss_mel: 18.13826560974121 (18.221246906355322) | > loss_duration: 2.0393738746643066 (2.048653593834709) | > loss_1: 33.335853576660156 (31.880192064771464) | > grad_norm_1: tensor(380.7788, device='cuda:0') (tensor(156.9660, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.3997 (0.3705423263942494) | > loader_time: 0.0048 (0.004025536424973429)  --> TIME: 2024-06-11 07:30:17 -- STEP: 229/330 -- GLOBAL_STEP: 211650 | > loss_disc: 2.355600357055664 (2.3390016222624785) | > loss_disc_real_0: 0.1327095776796341 (0.1161659020914261) | > loss_disc_real_1: 0.20614542067050934 (0.2001879994135236) | > loss_disc_real_2: 0.1817210465669632 (0.2120114307866867) | > loss_disc_real_3: 0.21062633395195007 (0.228577190806772) | > loss_disc_real_4: 0.22386810183525085 (0.22615223940803494) | > loss_disc_real_5: 0.23118513822555542 (0.2178272947213536) | > loss_0: 2.355600357055664 (2.3390016222624785) | > grad_norm_0: tensor(12.7736, device='cuda:0') (tensor(17.8799, device='cuda:0')) | > loss_gen: 2.625779151916504 (2.527301947622841) | > loss_kl: 1.9751415252685547 (1.877690452675632) | > loss_feat: 7.288469314575195 (7.212707765237734) | > loss_mel: 18.20041847229004 (18.17223294020741) | > loss_duration: 2.1469788551330566 (2.056539587058354) | > loss_1: 32.23678970336914 (31.846472819299155) | > grad_norm_1: tensor(313.4647, device='cuda:0') (tensor(178.3808, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.4072 (0.37474631013828597) | > loader_time: 0.0065 (0.004164109584025418)  --> TIME: 2024-06-11 07:30:28 -- STEP: 254/330 -- GLOBAL_STEP: 211675 | > loss_disc: 2.267359733581543 (2.340468141037647) | > loss_disc_real_0: 0.09701767563819885 (0.11717252295434945) | > loss_disc_real_1: 0.16546548902988434 (0.20027626006622015) | > loss_disc_real_2: 0.21393150091171265 (0.21252038382639096) | > loss_disc_real_3: 0.21078699827194214 (0.22829851537473558) | > loss_disc_real_4: 0.2261514812707901 (0.22702544258804772) | > loss_disc_real_5: 0.22389265894889832 (0.2178150785602923) | > loss_0: 2.267359733581543 (2.340468141037647) | > grad_norm_0: tensor(36.6394, device='cuda:0') (tensor(18.7728, device='cuda:0')) | > loss_gen: 2.4827120304107666 (2.5242620781650698) | > loss_kl: 1.8770232200622559 (1.8792452413266099) | > loss_feat: 7.313259601593018 (7.2118816826287215) | > loss_mel: 16.908119201660156 (18.139192618722998) | > loss_duration: 2.088167190551758 (2.062993358908675) | > loss_1: 30.669281005859375 (31.817575101777326) | > grad_norm_1: tensor(386.0902, device='cuda:0') (tensor(192.5617, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.435 (0.3796344920406191) | > loader_time: 0.0055 (0.00431974384728379)  --> TIME: 2024-06-11 07:30:39 -- STEP: 279/330 -- GLOBAL_STEP: 211700 | > loss_disc: 2.3956971168518066 (2.3436399343620478) | > loss_disc_real_0: 0.10807070136070251 (0.11803697717232516) | > loss_disc_real_1: 0.21431231498718262 (0.20064893428997327) | > loss_disc_real_2: 0.17759203910827637 (0.21274329705904887) | > loss_disc_real_3: 0.21467475593090057 (0.22822948035159846) | > loss_disc_real_4: 0.22825247049331665 (0.22672511380846777) | > loss_disc_real_5: 0.20166264474391937 (0.2179994656834551) | > loss_0: 2.3956971168518066 (2.3436399343620478) | > grad_norm_0: tensor(35.4695, device='cuda:0') (tensor(20.0224, device='cuda:0')) | > loss_gen: 2.419647693634033 (2.5207351501697284) | > loss_kl: 2.097651243209839 (1.8873472619654885) | > loss_feat: 7.6205902099609375 (7.213705437157745) | > loss_mel: 18.042966842651367 (18.117559268910405) | > loss_duration: 2.1523327827453613 (2.0717801077818776) | > loss_1: 32.333187103271484 (31.811127358440004) | > grad_norm_1: tensor(379.2368, device='cuda:0') (tensor(207.0593, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.442 (0.38522213846979175) | > loader_time: 0.0063 (0.004479584300817125)  --> TIME: 2024-06-11 07:30:51 -- STEP: 304/330 -- GLOBAL_STEP: 211725 | > loss_disc: 2.432072162628174 (2.3453688354868625) | > loss_disc_real_0: 0.1583949625492096 (0.11905569899337072) | > loss_disc_real_1: 0.20272056758403778 (0.20085716218148408) | > loss_disc_real_2: 0.18078072369098663 (0.21289399099585257) | > loss_disc_real_3: 0.22635076940059662 (0.2280115776842362) | > loss_disc_real_4: 0.20866769552230835 (0.22631255934309014) | > loss_disc_real_5: 0.22945770621299744 (0.21778467630869464) | > loss_0: 2.432072162628174 (2.3453688354868625) | > grad_norm_0: tensor(23.6492, device='cuda:0') (tensor(20.7139, device='cuda:0')) | > loss_gen: 2.4394352436065674 (2.517531497698082) | > loss_kl: 1.924204707145691 (1.8931501770490093) | > loss_feat: 8.15182113647461 (7.232156963724839) | > loss_mel: 18.196874618530273 (18.06671795719549) | > loss_duration: 2.2092556953430176 (2.081903831347038) | > loss_1: 32.921592712402344 (31.791460570536163) | > grad_norm_1: tensor(446.1552, device='cuda:0') (tensor(218.5296, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.4743 (0.39197437151482245) | > loader_time: 0.0078 (0.004665137121551913)  --> TIME: 2024-06-11 07:31:21 -- STEP: 329/330 -- GLOBAL_STEP: 211750 | > loss_disc: 2.506547451019287 (2.35186743736267) | > loss_disc_real_0: 0.13307546079158783 (0.12003749964537953) | > loss_disc_real_1: 0.2474086880683899 (0.20149517158969196) | > loss_disc_real_2: 0.19237306714057922 (0.2135049003235837) | > loss_disc_real_3: 0.23525391519069672 (0.2284227954761598) | > loss_disc_real_4: 0.2601056396961212 (0.22668615264370806) | > loss_disc_real_5: 0.18524855375289917 (0.21808833975378866) | > loss_0: 2.506547451019287 (2.35186743736267) | > grad_norm_0: tensor(9.3314, device='cuda:0') (tensor(21.1572, device='cuda:0')) | > loss_gen: 2.8555078506469727 (2.5125596124712826) | > loss_kl: 2.1933045387268066 (1.9022094391761941) | > loss_feat: 11.661194801330566 (7.325047875610166) | > loss_mel: 16.34895133972168 (18.037823036448934) | > loss_duration: 2.2744061946868896 (2.0957077161881688) | > loss_1: 35.33336639404297 (31.87334784185995) | > grad_norm_1: tensor(251.7030, device='cuda:0') (tensor(223.0937, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 15.1616 (0.45004606826689475) | > loader_time: 0.0335 (0.0050927520160617065)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3656797409057617 (2.3656797409057617) | > loss_disc_real_0: 0.12748079001903534 (0.12748079001903534) | > loss_disc_real_1: 0.2511996626853943 (0.2511996626853943) | > loss_disc_real_2: 0.23788201808929443 (0.23788201808929443) | > loss_disc_real_3: 0.2805310785770416 (0.2805310785770416) | > loss_disc_real_4: 0.27321764826774597 (0.27321764826774597) | > loss_disc_real_5: 0.19921234250068665 (0.19921234250068665) | > loss_0: 2.3656797409057617 (2.3656797409057617) | > loss_gen: 2.674386978149414 (2.674386978149414) | > loss_kl: 1.4592913389205933 (1.4592913389205933) | > loss_feat: 7.557503700256348 (7.557503700256348) | > loss_mel: 17.62528419494629 (17.62528419494629) | > loss_duration: 2.794055461883545 (2.794055461883545) | > loss_1: 32.11051940917969 (32.11051940917969)  --> STEP: 1 | > loss_disc: 2.4376118183135986 (2.4376118183135986) | > loss_disc_real_0: 0.14378881454467773 (0.14378881454467773) | > loss_disc_real_1: 0.2782544195652008 (0.2782544195652008) | > loss_disc_real_2: 0.19888275861740112 (0.19888275861740112) | > loss_disc_real_3: 0.2850727438926697 (0.2850727438926697) | > loss_disc_real_4: 0.2766121029853821 (0.2766121029853821) | > loss_disc_real_5: 0.2971113920211792 (0.2971113920211792) | > loss_0: 2.4376118183135986 (2.4376118183135986) | > loss_gen: 2.5927574634552 (2.5927574634552) | > loss_kl: 2.362030267715454 (2.362030267715454) | > loss_feat: 5.199098587036133 (5.199098587036133) | > loss_mel: 17.377450942993164 (17.377450942993164) | > loss_duration: 2.4991321563720703 (2.4991321563720703) | > loss_1: 30.03046989440918 (30.03046989440918)  --> STEP: 2 | > loss_disc: 2.5067431926727295 (2.472177505493164) | > loss_disc_real_0: 0.10479243099689484 (0.12429062277078629) | > loss_disc_real_1: 0.23728810250759125 (0.257771261036396) | > loss_disc_real_2: 0.24615946412086487 (0.222521111369133) | > loss_disc_real_3: 0.24421802163124084 (0.26464538276195526) | > loss_disc_real_4: 0.2511347830295563 (0.2638734430074692) | > loss_disc_real_5: 0.29752129316329956 (0.2973163425922394) | > loss_0: 2.5067431926727295 (2.472177505493164) | > loss_gen: 2.5048656463623047 (2.5488115549087524) | > loss_kl: 2.4386141300201416 (2.400322198867798) | > loss_feat: 6.8557233810424805 (6.027410984039307) | > loss_mel: 20.440250396728516 (18.90885066986084) | > loss_duration: 2.505753517150879 (2.5024428367614746) | > loss_1: 34.745208740234375 (32.38783931732178)  --> STEP: 3 | > loss_disc: 2.070629596710205 (2.338328202565511) | > loss_disc_real_0: 0.07932831346988678 (0.10930318633715312) | > loss_disc_real_1: 0.2093341052532196 (0.24162554244200388) | > loss_disc_real_2: 0.15146765112876892 (0.19883662462234497) | > loss_disc_real_3: 0.271939218044281 (0.26707666118939716) | > loss_disc_real_4: 0.2701531946659088 (0.2659666935602824) | > loss_disc_real_5: 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(2.5042006373405457) | > loss_feat: 10.214029312133789 (7.388831257820129) | > loss_mel: 17.504846572875977 (18.201133728027344) | > loss_duration: 2.295187473297119 (2.3866682052612305) | > loss_1: 34.951873779296875 (33.161311626434326)  --> STEP: 5 | > loss_disc: 2.30649995803833 (2.2762061595916747) | > loss_disc_real_0: 0.14952588081359863 (0.11969857215881348) | > loss_disc_real_1: 0.29023656249046326 (0.2363136738538742) | > loss_disc_real_2: 0.19968803226947784 (0.19638230204582213) | > loss_disc_real_3: 0.27928629517555237 (0.26300995647907255) | > loss_disc_real_4: 0.17411261796951294 (0.2303641825914383) | > loss_disc_real_5: 0.16629035770893097 (0.23195174634456633) | > loss_0: 2.30649995803833 (2.2762061595916747) | > loss_gen: 2.6842281818389893 (2.6812270164489744) | > loss_kl: 2.372077703475952 (2.477776050567627) | > loss_feat: 8.429078102111816 (7.596880626678467) | > loss_mel: 20.2694149017334 (18.614789962768555) | > loss_duration: 2.3951609134674072 (2.3883667469024656) | > loss_1: 36.149959564208984 (33.759041213989256)  --> STEP: 6 | > loss_disc: 2.222217559814453 (2.2672080596288047) | > loss_disc_real_0: 0.13955572247505188 (0.12300809721151988) | > loss_disc_real_1: 0.20179736614227295 (0.23056095590194067) | > loss_disc_real_2: 0.2220478653907776 (0.20065989593664804) | > loss_disc_real_3: 0.2437542974948883 (0.2598006799817085) | > loss_disc_real_4: 0.2915627062320709 (0.24056393653154373) | > loss_disc_real_5: 0.22772012650966644 (0.23124647637208304) | > loss_0: 2.222217559814453 (2.2672080596288047) | > loss_gen: 2.7782387733459473 (2.69739564259847) | > loss_kl: 2.3035690784454346 (2.4487415552139282) | > loss_feat: 6.1613969802856445 (7.357633352279663) | > loss_mel: 18.901691436767578 (18.662606875101726) | > loss_duration: 2.1480138301849365 (2.3483079274495444) | > loss_1: 32.29290771484375 (33.51468563079834)  --> STEP: 7 | > loss_disc: 2.425990104675293 (2.28989120892116) | > loss_disc_real_0: 0.15925641357898712 (0.12818642812115805) | > loss_disc_real_1: 0.2873271405696869 (0.23867041085447585) | > loss_disc_real_2: 0.209120512008667 (0.2018685553755079) | > loss_disc_real_3: 0.2641722559928894 (0.26042519084044863) | > loss_disc_real_4: 0.283799946308136 (0.2467405093567712) | > loss_disc_real_5: 0.25159114599227905 (0.23415285774639674) | > loss_0: 2.425990104675293 (2.28989120892116) | > loss_gen: 2.4708902835845947 (2.6650377341679166) | > loss_kl: 3.6051254272460938 (2.613939251218523) | > loss_feat: 5.605293273925781 (7.107299055371966) | > loss_mel: 17.993539810180664 (18.567025865827286) | > loss_duration: 2.5291075706481934 (2.374136447906494) | > loss_1: 32.203956604003906 (33.32743862697056)  --> STEP: 8 | > loss_disc: 2.2675280570983887 (2.2870958149433136) | > loss_disc_real_0: 0.1945444494485855 (0.1364811807870865) | > loss_disc_real_1: 0.2239563912153244 (0.2368311583995819) | > loss_disc_real_2: 0.1992322951555252 (0.20153902284801006) | > loss_disc_real_3: 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loss_0: 2.4515719413757324 (2.3053709401024713) | > loss_gen: 2.6395442485809326 (2.6407121552361383) | > loss_kl: 2.5934619903564453 (2.61338210105896) | > loss_feat: 11.228898048400879 (7.507637023925781) | > loss_mel: 19.2916316986084 (18.199025366041397) | > loss_duration: 2.163137197494507 (2.3346605035993786) | > loss_1: 37.91667175292969 (33.295417149861656)  --> STEP: 10 | > loss_disc: 2.227266311645508 (2.297560477256775) | > loss_disc_real_0: 0.21152397990226746 (0.15361050367355347) | > loss_disc_real_1: 0.2439630776643753 (0.23216384947299956) | > loss_disc_real_2: 0.25014668703079224 (0.20486643463373183) | > loss_disc_real_3: 0.26149341464042664 (0.25486554205417633) | > loss_disc_real_4: 0.2555634081363678 (0.2550708293914795) | > loss_disc_real_5: 0.18579135835170746 (0.22111785560846328) | > loss_0: 2.227266311645508 (2.297560477256775) | > loss_gen: 2.9670121669769287 (2.673342156410217) | > loss_kl: 2.888852834701538 (2.640929174423218) | > loss_feat: 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(33.324425957419656)  --> STEP: 12 | > loss_disc: 2.420586585998535 (2.3162020643552146) | > loss_disc_real_0: 0.1179579645395279 (0.1496005468070507) | > loss_disc_real_1: 0.25381800532341003 (0.23377488926053047) | > loss_disc_real_2: 0.2219306230545044 (0.21149911607305208) | > loss_disc_real_3: 0.2530159056186676 (0.2546251093347867) | > loss_disc_real_4: 0.19770237803459167 (0.25335949410994846) | > loss_disc_real_5: 0.17023400962352753 (0.22271888454755148) | > loss_0: 2.420586585998535 (2.3162020643552146) | > loss_gen: 2.225472927093506 (2.640888750553131) | > loss_kl: 2.4115400314331055 (2.6692806283632913) | > loss_feat: 5.675796985626221 (7.292930722236633) | > loss_mel: 16.73168182373047 (18.047691583633423) | > loss_duration: 2.234947681427002 (2.336552103360494) | > loss_1: 29.27943992614746 (32.98734378814697)  --> STEP: 13 | > loss_disc: 2.293808937072754 (2.3144795161027174) | > loss_disc_real_0: 0.15780019760131836 (0.15023128917584053) | > loss_disc_real_1: 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(2.3170598420229824) | > loss_1: 37.51918029785156 (32.68789820237593)  --> STEP: 23 | > loss_disc: 2.3403468132019043 (2.3573511165121324) | > loss_disc_real_0: 0.10421803593635559 (0.16902248561382294) | > loss_disc_real_1: 0.2654861807823181 (0.2318621303724206) | > loss_disc_real_2: 0.2343725711107254 (0.21211005876893582) | > loss_disc_real_3: 0.2804155647754669 (0.261668491622676) | > loss_disc_real_4: 0.25501304864883423 (0.2591428763192633) | > loss_disc_real_5: 0.23911531269550323 (0.23286093253156412) | > loss_0: 2.3403468132019043 (2.3573511165121324) | > loss_gen: 2.658066987991333 (2.6532574529233184) | > loss_kl: 2.103314161300659 (2.588423982910488) | > loss_feat: 6.057907581329346 (7.096989942633587) | > loss_mel: 18.3404483795166 (17.979510639024816) | > loss_duration: 2.2613236904144287 (2.31463653108348) | > loss_1: 31.421062469482422 (32.632818387902304)  --> STEP: 24 | > loss_disc: 2.432976484298706 (2.3605021735032397) | > loss_disc_real_0: 0.1905398666858673 (0.16991904315849146) | > loss_disc_real_1: 0.3250369131565094 (0.2357444129884243) | > loss_disc_real_2: 0.25208809971809387 (0.21377581047515073) | > loss_disc_real_3: 0.2801511287689209 (0.2624386015037696) | > loss_disc_real_4: 0.2576644718647003 (0.2590812761336565) | > loss_disc_real_5: 0.2228468954563141 (0.23244368098676205) | > loss_0: 2.432976484298706 (2.3605021735032397) | > loss_gen: 2.7387149333953857 (2.656818181276321) | > loss_kl: 2.390977621078491 (2.580197051167488) | > loss_feat: 6.341148853302002 (7.065496563911438) | > loss_mel: 19.46257972717285 (18.04130518436432) | > loss_duration: 2.4114348888397217 (2.31866979598999) | > loss_1: 33.34485626220703 (32.662486632665)  --> STEP: 25 | > loss_disc: 2.356929302215576 (2.3603592586517332) | > loss_disc_real_0: 0.1295577585697174 (0.1683045917749405) | > loss_disc_real_1: 0.20214766263961792 (0.23440054297447205) | > loss_disc_real_2: 0.1752612590789795 (0.2122352284193039) | > loss_disc_real_3: 0.2904908359050751 (0.26356069087982176) | > loss_disc_real_4: 0.22083362936973572 (0.25755137026309965) | > loss_disc_real_5: 0.25761669874191284 (0.23345060169696807) | > loss_0: 2.356929302215576 (2.3603592586517332) | > loss_gen: 2.431037664413452 (2.647786960601806) | > loss_kl: 2.295527458190918 (2.568810267448425) | > loss_feat: 6.7910871505737305 (7.054520187377929) | > loss_mel: 16.74997329711914 (17.98965190887451) | > loss_duration: 2.3585410118103027 (2.320264644622802) | > loss_1: 30.62616729736328 (32.581033859252926)  --> STEP: 26 | > loss_disc: 2.6784987449645996 (2.3725953927406893) | > loss_disc_real_0: 0.2419714331626892 (0.17113793182831544) | > loss_disc_real_1: 0.14379838109016418 (0.2309158444404602) | > loss_disc_real_2: 0.2283223420381546 (0.21285396355849046) | > loss_disc_real_3: 0.30705589056015015 (0.265233583175219) | > loss_disc_real_4: 0.2250755876302719 (0.2563023017002986) | > loss_disc_real_5: 0.29074981808662415 (0.23565441771195486) | > loss_0: 2.6784987449645996 (2.3725953927406893) | > loss_gen: 2.3819282054901123 (2.6375616238667408) | > loss_kl: 2.2533164024353027 (2.5566758880248437) | > loss_feat: 11.274517059326172 (7.216827759375939) | > loss_mel: 20.173765182495117 (18.073656265552223) | > loss_duration: 2.2601568698883057 (2.3179528071330138) | > loss_1: 38.343685150146484 (32.80267429351806) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025341327373798075 (-9.819177480844361e-05) | > avg_loss_disc: 2.3725953927406893 (-0.023878757770245507) | > avg_loss_disc_real_0: 0.17113793182831544 (+0.08666380652441427) | > avg_loss_disc_real_1: 0.2309158444404602 (+0.0696540764318063) | > avg_loss_disc_real_2: 0.21285396355849046 (+0.028669387675248653) | > avg_loss_disc_real_3: 0.265233583175219 (+0.04662172181101942) | > avg_loss_disc_real_4: 0.2563023017002986 (+0.022753773400416732) | > avg_loss_disc_real_5: 0.23565441771195486 (+0.01312859528339827) | > avg_loss_0: 2.3725953927406893 (-0.023878757770245507) | > avg_loss_gen: 2.6375616238667408 (+0.5034094636256872) | > avg_loss_kl: 2.5566758880248437 (-0.07046230022723865) | > avg_loss_feat: 7.216827759375939 (-0.09181805757375816) | > avg_loss_mel: 18.073656265552223 (+0.05365257996778894) | > avg_loss_duration: 2.3179528071330138 (+0.02521862433506783) | > avg_loss_1: 32.80267429351806 (+0.4200005898108756)  > EPOCH: 375/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:31:26)   --> TIME: 2024-06-11 07:31:36 -- STEP: 24/330 -- GLOBAL_STEP: 211775 | > loss_disc: 2.3038103580474854 (2.341488778591156) | > loss_disc_real_0: 0.10427574068307877 (0.10485925773779552) | > loss_disc_real_1: 0.21243850886821747 (0.19989563090105855) | > loss_disc_real_2: 0.20589186251163483 (0.2111628788212935) | > loss_disc_real_3: 0.22655582427978516 (0.2300859596580267) | > loss_disc_real_4: 0.2424422949552536 (0.23177851488192877) | > loss_disc_real_5: 0.22360114753246307 (0.2241558488458395) | > loss_0: 2.3038103580474854 (2.341488778591156) | > grad_norm_0: tensor(8.9199, device='cuda:0') (tensor(8.4519, device='cuda:0')) | > loss_gen: 2.618370532989502 (2.504459112882614) | > loss_kl: 1.8803825378417969 (1.8501312136650085) | > loss_feat: 7.606905937194824 (7.126970728238423) | > loss_mel: 17.934049606323242 (18.38490041097005) | > loss_duration: 1.9868093729019165 (2.0946130305528645) | > loss_1: 32.02651596069336 (31.961074511210125) | > grad_norm_1: tensor(131.4073, device='cuda:0') (tensor(105.6520, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3512 (0.3557186921437581) | > loader_time: 0.0031 (0.0031280716260274253)  --> TIME: 2024-06-11 07:31:45 -- STEP: 49/330 -- GLOBAL_STEP: 211800 | > loss_disc: 2.417815685272217 (2.3586161574538878) | > loss_disc_real_0: 0.15096183121204376 (0.11049956159324062) | > loss_disc_real_1: 0.28199413418769836 (0.20182414930693962) | > loss_disc_real_2: 0.23677179217338562 (0.21226154206966868) | > loss_disc_real_3: 0.21763202548027039 (0.2300340916429247) | > loss_disc_real_4: 0.2167225480079651 (0.23094997144475274) | > loss_disc_real_5: 0.22530049085617065 (0.22149848390598686) | > loss_0: 2.417815685272217 (2.3586161574538878) | > grad_norm_0: tensor(12.4759, device='cuda:0') (tensor(10.7205, device='cuda:0')) | > loss_gen: 2.542945384979248 (2.494746193593863) | > loss_kl: 1.879782795906067 (1.8660104566690874) | > loss_feat: 6.506641387939453 (7.108652474928875) | > loss_mel: 17.4110050201416 (18.22663754832988) | > loss_duration: 1.979966402053833 (2.0502210855484004) | > loss_1: 30.320341110229492 (31.746267863682338) | > grad_norm_1: tensor(82.6899, device='cuda:0') (tensor(104.4333, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3736 (0.3566288315519995) | > loader_time: 0.0035 (0.00331153188432966)  --> TIME: 2024-06-11 07:31:55 -- STEP: 74/330 -- GLOBAL_STEP: 211825 | > loss_disc: 2.271400213241577 (2.3370454053621033) | > loss_disc_real_0: 0.10095281153917313 (0.10942061768995749) | > loss_disc_real_1: 0.18645034730434418 (0.2010640524126388) | > loss_disc_real_2: 0.18806298077106476 (0.209707745627777) | > loss_disc_real_3: 0.22941122949123383 (0.22868695996097615) | > loss_disc_real_4: 0.25702300667762756 (0.2296972794307245) | > loss_disc_real_5: 0.23047564923763275 (0.21809883919116613) | > loss_0: 2.271400213241577 (2.3370454053621033) | > grad_norm_0: tensor(8.8079, device='cuda:0') (tensor(10.8877, device='cuda:0')) | > loss_gen: 2.663079261779785 (2.5077305258931353) | > loss_kl: 1.8812592029571533 (1.8654760992204822) | > loss_feat: 6.946988105773926 (7.189151229085149) | > loss_mel: 17.851648330688477 (18.23142636788858) | > loss_duration: 1.9539655447006226 (2.033766670806988) | > loss_1: 31.29694175720215 (31.827550965386468) | > grad_norm_1: tensor(164.0480, device='cuda:0') (tensor(121.1890, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3951 (0.36144223406508164) | > loader_time: 0.0035 (0.003386813241082269)  --> TIME: 2024-06-11 07:32:04 -- STEP: 99/330 -- GLOBAL_STEP: 211850 | > loss_disc: 2.4067840576171875 (2.342575159939853) | > loss_disc_real_0: 0.1275773048400879 (0.11183111399713189) | > loss_disc_real_1: 0.2306046336889267 (0.20018342016923307) | > loss_disc_real_2: 0.2261747568845749 (0.2119755589901799) | > loss_disc_real_3: 0.24664461612701416 (0.22923709406997217) | > loss_disc_real_4: 0.22127994894981384 (0.22921977440516153) | > loss_disc_real_5: 0.2251957207918167 (0.21809448301792145) | > loss_0: 2.4067840576171875 (2.342575159939853) | > grad_norm_0: tensor(13.3097, device='cuda:0') (tensor(12.5529, device='cuda:0')) | > loss_gen: 2.3568968772888184 (2.505856615124328) | > loss_kl: 1.7512328624725342 (1.8682965413488524) | > loss_feat: 6.2528791427612305 (7.191264528216737) | > loss_mel: 17.853559494018555 (18.214975703846328) | > loss_duration: 2.039572238922119 (2.0319115344924152) | > loss_1: 30.254140853881836 (31.812305045850348) | > grad_norm_1: tensor(104.7738, device='cuda:0') (tensor(137.7382, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.358 (0.36374578813109737) | > loader_time: 0.0036 (0.003498862488101227)  --> TIME: 2024-06-11 07:32:14 -- STEP: 124/330 -- GLOBAL_STEP: 211875 | > loss_disc: 2.402423858642578 (2.340466308978296) | > loss_disc_real_0: 0.08915765583515167 (0.1129135175217544) | > loss_disc_real_1: 0.2353290319442749 (0.2000458656299499) | > loss_disc_real_2: 0.21558155119419098 (0.2124224156141281) | > loss_disc_real_3: 0.22554458677768707 (0.22912344973414175) | > loss_disc_real_4: 0.24109679460525513 (0.2281628122493144) | > loss_disc_real_5: 0.2173544317483902 (0.2177615469742206) | > loss_0: 2.402423858642578 (2.340466308978296) | > grad_norm_0: tensor(14.0987, device='cuda:0') (tensor(11.8411, device='cuda:0')) | > loss_gen: 2.4654414653778076 (2.5034452272999683) | > loss_kl: 1.951969027519226 (1.8710196297014914) | > loss_feat: 7.612372398376465 (7.1782184454702564) | > loss_mel: 18.283470153808594 (18.219047023404034) | > loss_duration: 2.0470738410949707 (2.0333591516940825) | > loss_1: 32.360328674316406 (31.80508956601543) | > grad_norm_1: tensor(198.8624, device='cuda:0') (tensor(128.5375, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3622 (0.365254859770498) | > loader_time: 0.0038 (0.003599935962307838)  --> TIME: 2024-06-11 07:32:23 -- STEP: 149/330 -- GLOBAL_STEP: 211900 | > loss_disc: 2.244368553161621 (2.338977088864218) | > loss_disc_real_0: 0.09924697875976562 (0.11350795726648111) | > loss_disc_real_1: 0.1998746544122696 (0.19960613548755646) | > loss_disc_real_2: 0.22605952620506287 (0.21174979649934197) | > loss_disc_real_3: 0.2173483967781067 (0.22879485415932316) | > loss_disc_real_4: 0.21279174089431763 (0.2280847904266127) | > loss_disc_real_5: 0.2092321366071701 (0.21781180368973904) | > loss_0: 2.244368553161621 (2.338977088864218) | > grad_norm_0: tensor(34.3776, device='cuda:0') (tensor(13.9114, device='cuda:0')) | > loss_gen: 2.619678020477295 (2.5063585819013983) | > loss_kl: 1.7033149003982544 (1.8703587167215028) | > loss_feat: 7.327373027801514 (7.171181192334067) | > loss_mel: 18.241270065307617 (18.214223708082365) | > loss_duration: 2.050619602203369 (2.036315118706467) | > loss_1: 31.9422550201416 (31.798437425754216) | > grad_norm_1: tensor(235.7140, device='cuda:0') (tensor(152.1778, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3692 (0.36677059391200945) | > loader_time: 0.0041 (0.00370936585752756)  --> TIME: 2024-06-11 07:32:33 -- STEP: 174/330 -- GLOBAL_STEP: 211925 | > loss_disc: 2.14751935005188 (2.3332913579611954) | > loss_disc_real_0: 0.06479774415493011 (0.1116527419366028) | > loss_disc_real_1: 0.21400585770606995 (0.19958859091175013) | > loss_disc_real_2: 0.20588082075119019 (0.21159962753112296) | > loss_disc_real_3: 0.21479089558124542 (0.2292070395645054) | > loss_disc_real_4: 0.2310938537120819 (0.22781636171984945) | > loss_disc_real_5: 0.22067326307296753 (0.21843290688662692) | > loss_0: 2.14751935005188 (2.3332913579611954) | > grad_norm_0: tensor(5.7101, device='cuda:0') (tensor(15.3074, device='cuda:0')) | > loss_gen: 2.8996894359588623 (2.5224093719460523) | > loss_kl: 1.8975410461425781 (1.8769015854802624) | > loss_feat: 7.682558536529541 (7.202908058276122) | > loss_mel: 18.81455421447754 (18.193675052160494) | > loss_duration: 2.1336863040924072 (2.041057650385232) | > loss_1: 33.42802810668945 (31.83695180388703) | > grad_norm_1: tensor(399.9208, device='cuda:0') (tensor(169.3224, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3909 (0.36886724658396053) | > loader_time: 0.0041 (0.0037939233341436275)  --> TIME: 2024-06-11 07:32:43 -- STEP: 199/330 -- GLOBAL_STEP: 211950 | > loss_disc: 2.3867783546447754 (2.334645665470681) | > loss_disc_real_0: 0.22186507284641266 (0.11293091349790442) | > loss_disc_real_1: 0.25620797276496887 (0.1998455949015354) | > loss_disc_real_2: 0.23439203202724457 (0.21234947615232905) | > loss_disc_real_3: 0.2014298290014267 (0.22836299577550073) | > loss_disc_real_4: 0.2141859382390976 (0.2274767432230801) | > loss_disc_real_5: 0.23591308295726776 (0.2180570289118206) | > loss_0: 2.3867783546447754 (2.334645665470681) | > grad_norm_0: tensor(68.9010, device='cuda:0') (tensor(17.9166, device='cuda:0')) | > loss_gen: 2.575076103210449 (2.5317964014695544) | > loss_kl: 1.8267287015914917 (1.878207818347605) | > loss_feat: 6.919131278991699 (7.219673027345284) | > loss_mel: 18.627748489379883 (18.161002623974966) | > loss_duration: 2.1690821647644043 (2.048632579233179) | > loss_1: 32.117767333984375 (31.839312471936097) | > grad_norm_1: tensor(313.1615, device='cuda:0') (tensor(193.4902, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.3921 (0.37156727325976197) | > loader_time: 0.0045 (0.003908375399795609)  --> TIME: 2024-06-11 07:32:53 -- STEP: 224/330 -- GLOBAL_STEP: 211975 | > loss_disc: 2.2215394973754883 (2.3366634132606663) | > loss_disc_real_0: 0.11542372405529022 (0.11376629666691378) | > loss_disc_real_1: 0.21061012148857117 (0.20018000361908758) | > loss_disc_real_2: 0.20055389404296875 (0.21215767765949886) | > loss_disc_real_3: 0.21306152641773224 (0.22828323686761515) | > loss_disc_real_4: 0.1848442554473877 (0.2269328046989228) | > loss_disc_real_5: 0.16575084626674652 (0.21839854660044825) | > loss_0: 2.2215394973754883 (2.3366634132606663) | > grad_norm_0: tensor(49.7244, device='cuda:0') (tensor(19.3391, device='cuda:0')) | > loss_gen: 2.5309414863586426 (2.529486308140416) | > loss_kl: 1.9693210124969482 (1.8815075222934996) | > loss_feat: 8.2527437210083 (7.226968588573592) | > loss_mel: 18.475379943847656 (18.142277760165065) | > loss_duration: 2.166351556777954 (2.0553694819765433) | > loss_1: 33.394737243652344 (31.835609682968684) | > grad_norm_1: tensor(525.1124, device='cuda:0') (tensor(212.4463, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.4114 (0.37524125831467764) | > loader_time: 0.0051 (0.004023699888161251)  --> TIME: 2024-06-11 07:33:04 -- STEP: 249/330 -- GLOBAL_STEP: 212000 | > loss_disc: 2.409508466720581 (2.3391536258789447) | > loss_disc_real_0: 0.11781251430511475 (0.11427342924607325) | > loss_disc_real_1: 0.21698985993862152 (0.19962390371594563) | > loss_disc_real_2: 0.22617928683757782 (0.2126236836833648) | > loss_disc_real_3: 0.2488008439540863 (0.22927907923139243) | > loss_disc_real_4: 0.26041778922080994 (0.2276569113554246) | > loss_disc_real_5: 0.23350438475608826 (0.21916648625848761) | > loss_0: 2.409508466720581 (2.3391536258789447) | > grad_norm_0: tensor(25.6237, device='cuda:0') (tensor(19.9115, device='cuda:0')) | > loss_gen: 2.4738476276397705 (2.5292274387007274) | > loss_kl: 2.0547380447387695 (1.8846180257069538) | > loss_feat: 6.915359973907471 (7.2330671065303695) | > loss_mel: 17.094606399536133 (18.11953597470937) | > loss_duration: 2.121701240539551 (2.06278191943724) | > loss_1: 30.660255432128906 (31.829230526843702) | > grad_norm_1: tensor(365.5715, device='cuda:0') (tensor(222.2556, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.4092 (0.37966799831773385) | > loader_time: 0.0056 (0.004174405791194561) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_212000.pth  --> TIME: 2024-06-11 07:33:20 -- STEP: 274/330 -- GLOBAL_STEP: 212025 | > loss_disc: 2.301974296569824 (2.339487559603951) | > loss_disc_real_0: 0.11070790886878967 (0.11534131307454004) | > loss_disc_real_1: 0.19921624660491943 (0.2002188242482443) | > loss_disc_real_2: 0.1947750449180603 (0.2124596516581348) | > loss_disc_real_3: 0.23251014947891235 (0.22868721567801314) | > loss_disc_real_4: 0.24758392572402954 (0.22731791322466227) | > loss_disc_real_5: 0.2192608118057251 (0.21888062450354986) | > loss_0: 2.301974296569824 (2.339487559603951) | > grad_norm_0: tensor(56.3915, device='cuda:0') (tensor(21.2181, device='cuda:0')) | > loss_gen: 2.5464861392974854 (2.5251939609973117) | > loss_kl: 1.9132612943649292 (1.8919401055704939) | > loss_feat: 7.018270015716553 (7.2268481446008614) | > loss_mel: 17.1522216796875 (18.08008729280345) | > loss_duration: 2.1373956203460693 (2.070756055577828) | > loss_1: 30.76763343811035 (31.794825609583054) | > grad_norm_1: tensor(621.1071, device='cuda:0') (tensor(236.0571, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.4709 (0.38594243474250295) | > loader_time: 0.0066 (0.00435008097739115)  --> TIME: 2024-06-11 07:33:32 -- STEP: 299/330 -- GLOBAL_STEP: 212050 | > loss_disc: 2.3405842781066895 (2.3416399174310705) | > loss_disc_real_0: 0.07370129227638245 (0.11602463969418834) | > loss_disc_real_1: 0.2025856226682663 (0.20080140208121527) | > loss_disc_real_2: 0.23225559294223785 (0.21300620508433193) | > loss_disc_real_3: 0.23460052907466888 (0.22894855930055663) | > loss_disc_real_4: 0.21095702052116394 (0.2273313045800729) | > loss_disc_real_5: 0.21726427972316742 (0.21878813675614106) | > loss_0: 2.3405842781066895 (2.3416399174310705) | > grad_norm_0: tensor(11.3315, device='cuda:0') (tensor(23.7251, device='cuda:0')) | > loss_gen: 2.4729154109954834 (2.528415259708929) | > loss_kl: 2.034665584564209 (1.897945508909066) | > loss_feat: 8.092392921447754 (7.252841971789714) | > loss_mel: 18.317691802978516 (18.0498918386606) | > loss_duration: 2.2407286167144775 (2.080495995821364) | > loss_1: 33.15839385986328 (31.80959063628844) | > grad_norm_1: tensor(304.1228, device='cuda:0') (tensor(253.8143, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.4707 (0.39280850273310947) | > loader_time: 0.0068 (0.004558422095002136)  --> TIME: 2024-06-11 07:33:47 -- STEP: 324/330 -- GLOBAL_STEP: 212075 | > loss_disc: 2.401167154312134 (2.3418544265959005) | > loss_disc_real_0: 0.13427060842514038 (0.11635493899891038) | > loss_disc_real_1: 0.19051305949687958 (0.2009714430680982) | > loss_disc_real_2: 0.2137281894683838 (0.2131364390162039) | > loss_disc_real_3: 0.25374338030815125 (0.22862599178412815) | > loss_disc_real_4: 0.2952324450016022 (0.22676999540424642) | > loss_disc_real_5: 0.23042364418506622 (0.2187185539967484) | > loss_0: 2.401167154312134 (2.3418544265959005) | > grad_norm_0: tensor(16.3795, device='cuda:0') (tensor(24.6935, device='cuda:0')) | > loss_gen: 2.373507499694824 (2.5341474502174965) | > loss_kl: 2.1402833461761475 (1.9046739917478444) | > loss_feat: 9.84272289276123 (7.320521563659479) | > loss_mel: 17.799800872802734 (18.021576139662002) | > loss_duration: 2.289860725402832 (2.0944534499704113) | > loss_1: 34.44617462158203 (31.875372627635063) | > grad_norm_1: tensor(216.4565, device='cuda:0') (tensor(268.0320, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.5897 (0.40550045981819266) | > loader_time: 0.0092 (0.004800564712948262)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.448768138885498 (2.448768138885498) | > loss_disc_real_0: 0.12271618843078613 (0.12271618843078613) | > loss_disc_real_1: 0.31701144576072693 (0.31701144576072693) | > loss_disc_real_2: 0.2266705185174942 (0.2266705185174942) | > loss_disc_real_3: 0.22272314131259918 (0.22272314131259918) | > loss_disc_real_4: 0.2244420051574707 (0.2244420051574707) | > loss_disc_real_5: 0.17342302203178406 (0.17342302203178406) | > loss_0: 2.448768138885498 (2.448768138885498) | > loss_gen: 2.31350040435791 (2.31350040435791) | > loss_kl: 2.054130792617798 (2.054130792617798) | > loss_feat: 6.0179362297058105 (6.0179362297058105) | > loss_mel: 16.479677200317383 (16.479677200317383) | > loss_duration: 2.8081612586975098 (2.8081612586975098) | > loss_1: 29.67340660095215 (29.67340660095215)  --> STEP: 1 | > loss_disc: 2.0169506072998047 (2.0169506072998047) | > loss_disc_real_0: 0.0660279244184494 (0.0660279244184494) | > loss_disc_real_1: 0.17166768014431 (0.17166768014431) | > loss_disc_real_2: 0.1790871024131775 (0.1790871024131775) | > loss_disc_real_3: 0.1449253261089325 (0.1449253261089325) | > loss_disc_real_4: 0.215867817401886 (0.215867817401886) | > loss_disc_real_5: 0.22006048262119293 (0.22006048262119293) | > loss_0: 2.0169506072998047 (2.0169506072998047) | > loss_gen: 2.4335460662841797 (2.4335460662841797) | > loss_kl: 2.6878445148468018 (2.6878445148468018) | > loss_feat: 6.309025764465332 (6.309025764465332) | > loss_mel: 18.618358612060547 (18.618358612060547) | > loss_duration: 2.400343418121338 (2.400343418121338) | > loss_1: 32.449119567871094 (32.449119567871094)  --> STEP: 2 | > loss_disc: 2.3873701095581055 (2.202160358428955) | > loss_disc_real_0: 0.08388888835906982 (0.07495840638875961) | > loss_disc_real_1: 0.19914183020591736 (0.18540475517511368) | > loss_disc_real_2: 0.20902512967586517 (0.19405611604452133) | > loss_disc_real_3: 0.2840976417064667 (0.21451148390769958) | > loss_disc_real_4: 0.3158142566680908 (0.2658410370349884) | > loss_disc_real_5: 0.3067411780357361 (0.2634008303284645) | > loss_0: 2.3873701095581055 (2.202160358428955) | > loss_gen: 2.5337860584259033 (2.4836660623550415) | > loss_kl: 2.9523684978485107 (2.8201065063476562) | > loss_feat: 6.259059906005859 (6.284042835235596) | > loss_mel: 18.717077255249023 (18.667717933654785) | > loss_duration: 2.424638509750366 (2.412490963935852) | > loss_1: 32.88692855834961 (32.66802406311035)  --> STEP: 3 | > loss_disc: 2.2391440868377686 (2.2144882678985596) | > loss_disc_real_0: 0.07809285819530487 (0.07600322365760803) | > loss_disc_real_1: 0.1999719887971878 (0.19026049971580505) | > loss_disc_real_2: 0.20488983392715454 (0.1976673553387324) | > loss_disc_real_3: 0.20769411325454712 (0.21223902702331543) | > loss_disc_real_4: 0.2397395670413971 (0.25714054703712463) | > loss_disc_real_5: 0.2536955177783966 (0.2601657261451085) | > loss_0: 2.2391440868377686 (2.2144882678985596) | > loss_gen: 2.358314037322998 (2.441882054011027) | > loss_kl: 3.3529977798461914 (2.997736930847168) | > loss_feat: 7.267441749572754 (6.6118424733479815) | > loss_mel: 18.360605239868164 (18.56534703572591) | > loss_duration: 2.3478050231933594 (2.3909289836883545) | > loss_1: 33.687164306640625 (33.007737477620445)  --> STEP: 4 | > loss_disc: 2.3031229972839355 (2.2366469502449036) | > loss_disc_real_0: 0.07091036438941956 (0.07473000884056091) | > loss_disc_real_1: 0.21139317750930786 (0.19554366916418076) | > loss_disc_real_2: 0.18630428612232208 (0.19482658803462982) | > loss_disc_real_3: 0.26689332723617554 (0.22590260207653046) | > loss_disc_real_4: 0.19371618330478668 (0.24128445610404015) | > loss_disc_real_5: 0.1846504807472229 (0.24128691479563713) | > loss_0: 2.3031229972839355 (2.2366469502449036) | > loss_gen: 2.259368658065796 (2.3962537050247192) | > loss_kl: 2.42584490776062 (2.854763925075531) | > loss_feat: 7.734591484069824 (6.892529726028442) | > loss_mel: 17.318222045898438 (18.253565788269043) | > loss_duration: 2.2254085540771484 (2.349548876285553) | > loss_1: 31.963436126708984 (32.74666213989258)  --> STEP: 5 | > loss_disc: 2.4358935356140137 (2.2764962673187257) | > loss_disc_real_0: 0.055556587874889374 (0.07089532464742661) | > loss_disc_real_1: 0.15872859954833984 (0.18818065524101257) | > loss_disc_real_2: 0.15762929618358612 (0.1873871296644211) | > loss_disc_real_3: 0.21615633368492126 (0.22395334839820863) | > loss_disc_real_4: 0.1813921183347702 (0.22930598855018616) | > loss_disc_real_5: 0.17230281233787537 (0.2274900943040848) | > loss_0: 2.4358935356140137 (2.2764962673187257) | > loss_gen: 1.9263356924057007 (2.3022701025009153) | > loss_kl: 2.0280063152313232 (2.6894124031066893) | > loss_feat: 7.5783820152282715 (7.029700183868409) | > loss_mel: 21.24313735961914 (18.851480102539064) | > loss_duration: 2.3433361053466797 (2.3483063220977782) | > loss_1: 35.11919403076172 (33.221168518066406)  --> STEP: 6 | > loss_disc: 2.3282268047332764 (2.285118023554484) | > loss_disc_real_0: 0.09006039798259735 (0.07408950353662173) | > loss_disc_real_1: 0.2111460119485855 (0.19200821469227472) | > loss_disc_real_2: 0.18033170700073242 (0.18621122588713965) | > loss_disc_real_3: 0.2540244460105896 (0.22896519800027212) | > loss_disc_real_4: 0.23360948264598846 (0.2300232375661532) | > loss_disc_real_5: 0.34446513652801514 (0.24698593467473984) | > loss_0: 2.3282268047332764 (2.285118023554484) | > loss_gen: 2.3761091232299805 (2.3145766059557595) | > loss_kl: 2.559635639190674 (2.66778294245402) | > loss_feat: 5.607883453369141 (6.792730728785197) | > loss_mel: 18.438249588012695 (18.782608350118) | > loss_duration: 2.173971652984619 (2.319250543912252) | > loss_1: 31.155847549438477 (32.87694835662842)  --> STEP: 7 | > loss_disc: 2.3981175422668457 (2.3012608119419644) | > loss_disc_real_0: 0.05076024681329727 (0.0707567525761468) | > loss_disc_real_1: 0.17688660323619843 (0.18984798448426382) | > loss_disc_real_2: 0.21819183230400085 (0.19077988394669124) | > loss_disc_real_3: 0.27430611848831177 (0.23544247235570634) | > loss_disc_real_4: 0.296418696641922 (0.2395083031484059) | > loss_disc_real_5: 0.24585312604904175 (0.24682410487106868) | > loss_0: 2.3981175422668457 (2.3012608119419644) | > loss_gen: 2.2637224197387695 (2.3073117222104753) | > loss_kl: 3.8672730922698975 (2.8391386781420027) | > loss_feat: 6.285990238189697 (6.720339230128697) | > loss_mel: 18.068218231201172 (18.680552618844168) | > loss_duration: 2.4973206520080566 (2.344689130783081) | > loss_1: 32.98252487182617 (32.89203071594238)  --> STEP: 8 | > loss_disc: 2.477246046066284 (2.3232589662075043) | > loss_disc_real_0: 0.1610848307609558 (0.08204776234924793) | > loss_disc_real_1: 0.2907731533050537 (0.20246363058686256) | > loss_disc_real_2: 0.24171298742294312 (0.19714652188122272) | > loss_disc_real_3: 0.2975643575191498 (0.24320770800113678) | > loss_disc_real_4: 0.23056361079216003 (0.23839021660387516) | > loss_disc_real_5: 0.24385327100753784 (0.24645275063812733) | > loss_0: 2.477246046066284 (2.3232589662075043) | > loss_gen: 2.380311965942383 (2.316436752676964) | > loss_kl: 2.4764556884765625 (2.7938033044338226) | > loss_feat: 6.6631364822387695 (6.713188886642456) | > loss_mel: 17.368682861328125 (18.516568899154663) | > loss_duration: 2.185438871383667 (2.3247828483581543) | > loss_1: 31.074024200439453 (32.66477990150452)  --> STEP: 9 | > loss_disc: 2.4963345527648926 (2.342489586936103) | > loss_disc_real_0: 0.1290014088153839 (0.0872648341788186) | > loss_disc_real_1: 0.19467537105083466 (0.2015982684161928) | > loss_disc_real_2: 0.1340598165988922 (0.19013688796096379) | > loss_disc_real_3: 0.2070779651403427 (0.23919329212771523) | > loss_disc_real_4: 0.2812367081642151 (0.24315093788835737) | > loss_disc_real_5: 0.23867717385292053 (0.24558879766199324) | > loss_0: 2.4963345527648926 (2.342489586936103) | > loss_gen: 2.1135432720184326 (2.2938930326037936) | > loss_kl: 2.098226547241211 (2.716516998079088) | > loss_feat: 8.904202461242676 (6.9566348393758135) | > loss_mel: 18.627243041992188 (18.528866026136612) | > loss_duration: 2.096097707748413 (2.2993733882904053) | > loss_1: 33.83931350708008 (32.79528363545736)  --> STEP: 10 | > loss_disc: 2.6037752628326416 (2.3686181545257567) | > loss_disc_real_0: 0.10434722900390625 (0.08897307366132737) | > loss_disc_real_1: 0.18647213280200958 (0.20008565485477448) | > loss_disc_real_2: 0.2472408562898636 (0.19584728479385377) | > loss_disc_real_3: 0.21342343091964722 (0.23661630600690842) | > loss_disc_real_4: 0.2109554558992386 (0.2399313896894455) | > loss_disc_real_5: 0.26034072041511536 (0.24706398993730544) | > loss_0: 2.6037752628326416 (2.3686181545257567) | > loss_gen: 1.9355608224868774 (2.2580598115921022) | > loss_kl: 2.5301449298858643 (2.6978797912597656) | > loss_feat: 6.528531551361084 (6.913824510574341) | > loss_mel: 18.458393096923828 (18.521818733215333) | > loss_duration: 2.267644166946411 (2.296200466156006) | > loss_1: 31.72027587890625 (32.68778285980225)  --> STEP: 11 | > loss_disc: 2.227693796157837 (2.3558068492195825) | > loss_disc_real_0: 0.08744791150093079 (0.08883442255583676) | > loss_disc_real_1: 0.250968873500824 (0.20471140200441534) | > loss_disc_real_2: 0.17261846363544464 (0.19373557377945294) | > loss_disc_real_3: 0.18923242390155792 (0.23230868036096747) | > loss_disc_real_4: 0.24685649573802948 (0.2405609447847713) | > loss_disc_real_5: 0.239556223154068 (0.24638146568428387) | > loss_0: 2.227693796157837 (2.3558068492195825) | > loss_gen: 2.6207308769226074 (2.2910299084403296) | > loss_kl: 2.855278730392456 (2.712188785726374) | > loss_feat: 6.609694004058838 (6.886176282709295) | > loss_mel: 16.27194595336914 (18.317284844138406) | > loss_duration: 2.4262256622314453 (2.3080209385265005) | > loss_1: 30.783876419067383 (32.51470045609908)  --> STEP: 12 | > loss_disc: 2.576458692550659 (2.374194502830506) | > loss_disc_real_0: 0.11059246957302094 (0.09064759314060211) | > loss_disc_real_1: 0.26176053285598755 (0.20946549624204636) | > loss_disc_real_2: 0.25354963541030884 (0.1987200789153576) | > loss_disc_real_3: 0.26039034128189087 (0.2346488187710444) | > loss_disc_real_4: 0.27421334385871887 (0.24336531137426695) | > loss_disc_real_5: 0.21840916574001312 (0.24405044068892798) | > loss_0: 2.576458692550659 (2.374194502830506) | > loss_gen: 2.2888054847717285 (2.2908445398012796) | > loss_kl: 2.264317274093628 (2.6748661597569785) | > loss_feat: 6.298568248748779 (6.8372089465459185) | > loss_mel: 17.576904296875 (18.255586465199787) | > loss_duration: 2.257211208343506 (2.303786794344584) | > loss_1: 30.685806274414062 (32.36229260762533)  --> STEP: 13 | > loss_disc: 2.37618350982666 (2.374347503368672) | > loss_disc_real_0: 0.10192319750785828 (0.09151494732269874) | > loss_disc_real_1: 0.19864441454410553 (0.20863310534220475) | > loss_disc_real_2: 0.2509654760360718 (0.202738955616951) | > loss_disc_real_3: 0.22997894883155823 (0.23428959800646856) | > loss_disc_real_4: 0.24765200912952423 (0.2436950573554406) | > loss_disc_real_5: 0.2608654201030731 (0.24534390064386222) | > loss_0: 2.37618350982666 (2.374347503368672) | > loss_gen: 2.471782684326172 (2.3047628586108866) | > loss_kl: 2.476754665374756 (2.659626814035269) | > loss_feat: 5.563994884490967 (6.739269403310923) | > loss_mel: 18.078027725219727 (18.241928100585938) | > loss_duration: 2.180603504180908 (2.294311156639686) | > loss_1: 30.771163940429688 (32.23989809476412)  --> STEP: 14 | > loss_disc: 2.2618918418884277 (2.366314956120083) | > loss_disc_real_0: 0.11179454624652863 (0.09296349010297231) | > loss_disc_real_1: 0.19746586680412292 (0.2078354454466275) | > loss_disc_real_2: 0.17741502821445465 (0.20093010365962982) | > loss_disc_real_3: 0.23600882291793823 (0.23441239978585923) | > loss_disc_real_4: 0.19478245079517365 (0.24020129974399293) | > loss_disc_real_5: 0.20368684828281403 (0.24236839690378734) | > loss_0: 2.2618918418884277 (2.366314956120083) | > loss_gen: 2.2350735664367676 (2.2997850520270213) | > loss_kl: 3.5034074783325195 (2.7198968614850725) | > loss_feat: 5.804740905761719 (6.672517367771694) | > loss_mel: 18.566980361938477 (18.265146119253977) | > loss_duration: 2.3504080772399902 (2.298318079539708) | > loss_1: 32.460609436035156 (32.255663190569194)  --> STEP: 15 | > loss_disc: 2.6245179176330566 (2.3835284868876148) | > loss_disc_real_0: 0.1481071263551712 (0.09663973251978557) | > loss_disc_real_1: 0.28184008598327637 (0.21276908814907075) | > loss_disc_real_2: 0.1875726878643036 (0.20003960927327474) | > loss_disc_real_3: 0.29216331243515015 (0.2382624606291453) | > loss_disc_real_4: 0.26917922496795654 (0.24213316142559052) | > loss_disc_real_5: 0.2863675355911255 (0.24530167281627654) | > loss_0: 2.6245179176330566 (2.3835284868876148) | > loss_gen: 2.1465182304382324 (2.2895672639211018) | > loss_kl: 3.0211129188537598 (2.7399779319763184) | > loss_feat: 6.880140781402588 (6.68635892868042) | > loss_mel: 17.830026626586914 (18.236138153076173) | > loss_duration: 2.355862617492676 (2.3021543820699057) | > loss_1: 32.23366165161133 (32.25419642130534)  --> STEP: 16 | > loss_disc: 2.3843417167663574 (2.3835793137550363) | > loss_disc_real_0: 0.06277656555175781 (0.09452328458428383) | > loss_disc_real_1: 0.1905251145362854 (0.21137883979827166) | > loss_disc_real_2: 0.1562272161245346 (0.19730133470147848) | > loss_disc_real_3: 0.2025173306465149 (0.2360283900052309) | > loss_disc_real_4: 0.2473706305027008 (0.2424605032429099) | > loss_disc_real_5: 0.2130042314529419 (0.24328308273106813) | > loss_0: 2.3843417167663574 (2.3835793137550363) | > loss_gen: 2.158571720123291 (2.2813800424337387) | > loss_kl: 2.594550848007202 (2.7308887392282486) | > loss_feat: 7.506367206573486 (6.737609446048737) | > loss_mel: 17.090970993041992 (18.164565205574036) | > loss_duration: 2.3096060752868652 (2.3026201128959656) | > loss_1: 31.660066604614258 (32.217063307762146)  --> STEP: 17 | > loss_disc: 2.399538040161133 (2.38451806236716) | > loss_disc_real_0: 0.1175437718629837 (0.09587743089479558) | > loss_disc_real_1: 0.2429521679878235 (0.21323609439765706) | > loss_disc_real_2: 0.21865692734718323 (0.19855754603357875) | > loss_disc_real_3: 0.24914921820163727 (0.23680020342854893) | > loss_disc_real_4: 0.21834826469421387 (0.2410421362694572) | > loss_disc_real_5: 0.23308253288269043 (0.2426830503870459) | > loss_0: 2.399538040161133 (2.38451806236716) | > loss_gen: 2.3300957679748535 (2.2842456733479217) | > loss_kl: 2.1903576850891113 (2.699092794867123) | > loss_feat: 5.988414287567139 (6.693539142608643) | > loss_mel: 17.636762619018555 (18.133517994600183) | > loss_duration: 2.391305446624756 (2.3078368972329533) | > loss_1: 30.536935806274414 (32.118232278262866)  --> STEP: 18 | > loss_disc: 2.394554853439331 (2.385075661871169) | > loss_disc_real_0: 0.1355823427438736 (0.09808325933085547) | > loss_disc_real_1: 0.2533688247203827 (0.21546569052669737) | > loss_disc_real_2: 0.1797049343585968 (0.19751017871830198) | > loss_disc_real_3: 0.2014647126197815 (0.2348371206058396) | > loss_disc_real_4: 0.23525169491767883 (0.2407204450832473) | > loss_disc_real_5: 0.24456703662872314 (0.24278771628936133) | > loss_0: 2.394554853439331 (2.385075661871169) | > loss_gen: 2.371026039123535 (2.2890668047799005) | > loss_kl: 2.6136958599090576 (2.694348520702786) | > loss_feat: 8.058293342590332 (6.769358820385403) | > loss_mel: 16.23409080505371 (18.027994261847603) | > loss_duration: 2.28440260887146 (2.3065349923239813) | > loss_1: 31.56151008605957 (32.08730326758491)  --> STEP: 19 | > loss_disc: 2.552900552749634 (2.3939085508647726) | > loss_disc_real_0: 0.07939517498016357 (0.09709967594397695) | > loss_disc_real_1: 0.21277250349521637 (0.21532394384082995) | > loss_disc_real_2: 0.16027550399303436 (0.19555045899591947) | > loss_disc_real_3: 0.18452244997024536 (0.2321889800460715) | > loss_disc_real_4: 0.2547001540660858 (0.2414562192402388) | > loss_disc_real_5: 0.2581329345703125 (0.2435953593567798) | > loss_0: 2.552900552749634 (2.3939085508647726) | > loss_gen: 2.1151633262634277 (2.279913990121139) | > loss_kl: 1.8239541053771973 (2.6485382883172286) | > loss_feat: 7.073035717010498 (6.785341814944618) | > loss_mel: 17.9859619140625 (18.025782033016807) | > loss_duration: 2.2968437671661377 (2.3060249278419898) | > loss_1: 31.294960021972656 (32.04560099150005)  --> STEP: 20 | > loss_disc: 2.203051805496216 (2.3843657135963445) | > loss_disc_real_0: 0.0666872188448906 (0.09557905308902263) | > loss_disc_real_1: 0.14996269345283508 (0.21205588132143022) | > loss_disc_real_2: 0.1940399706363678 (0.1954749345779419) | > loss_disc_real_3: 0.2284671515226364 (0.23200288861989976) | > loss_disc_real_4: 0.15141823887825012 (0.23695432022213936) | > loss_disc_real_5: 0.169855535030365 (0.23990836814045907) | > loss_0: 2.203051805496216 (2.3843657135963445) | > loss_gen: 2.334472417831421 (2.282641911506653) | > loss_kl: 1.9875550270080566 (2.61548912525177) | > loss_feat: 9.394726753234863 (6.915811061859131) | > loss_mel: 19.04096221923828 (18.076541042327882) | > loss_duration: 2.290921449661255 (2.305269753932953) | > loss_1: 35.04863739013672 (32.19575281143189)  --> STEP: 21 | > loss_disc: 2.345062494277954 (2.3824941317240405) | > loss_disc_real_0: 0.12292548269033432 (0.09688126402241844) | > loss_disc_real_1: 0.18777509033679962 (0.21089965317930495) | > loss_disc_real_2: 0.19202516973018646 (0.19531066006138212) | > loss_disc_real_3: 0.2308037281036377 (0.23194578573817298) | > loss_disc_real_4: 0.2554590702056885 (0.23783549879278457) | > loss_disc_real_5: 0.22230637073516846 (0.2390701777878262) | > loss_0: 2.345062494277954 (2.3824941317240405) | > loss_gen: 2.281742572784424 (2.2825990858532137) | > loss_kl: 2.096855640411377 (2.5907922926403226) | > loss_feat: 5.862630367279053 (6.86565960021246) | > loss_mel: 16.6621036529541 (18.00918688092913) | > loss_duration: 2.158708095550537 (2.298290627343314) | > loss_1: 29.062040328979492 (32.04652840750558)  --> STEP: 22 | > loss_disc: 2.417358160018921 (2.3840788602828984) | > loss_disc_real_0: 0.07776761054992676 (0.09601246159185063) | > loss_disc_real_1: 0.25483566522598267 (0.2128967446359721) | > loss_disc_real_2: 0.22939640283584595 (0.19686001200567593) | > loss_disc_real_3: 0.1869877278804779 (0.2299022376537323) | > loss_disc_real_4: 0.1915249079465866 (0.2357304719361392) | > loss_disc_real_5: 0.17791418731212616 (0.23629036003893072) | > loss_0: 2.417358160018921 (2.3840788602828984) | > loss_gen: 2.0990424156188965 (2.274255600842563) | > loss_kl: 1.8563286066055298 (2.5574075796387414) | > loss_feat: 6.925703525543213 (6.868388869545677) | > loss_mel: 18.726726531982422 (18.04180231961337) | > loss_duration: 2.143618583679199 (2.291260079904036) | > loss_1: 31.751419067382812 (32.033114346590914)  --> STEP: 23 | > loss_disc: 2.605562448501587 (2.393708581509798) | > loss_disc_real_0: 0.15662053227424622 (0.09864759509978087) | > loss_disc_real_1: 0.24447400867938995 (0.21426966915959897) | > loss_disc_real_2: 0.23552334308624268 (0.19854102640048318) | > loss_disc_real_3: 0.30304425954818726 (0.23308232556218686) | > loss_disc_real_4: 0.21326717734336853 (0.23475380695384482) | > loss_disc_real_5: 0.2735845446586609 (0.23791184632674509) | > loss_0: 2.605562448501587 (2.393708581509798) | > loss_gen: 2.0471243858337402 (2.264380330624788) | > loss_kl: 2.250462293624878 (2.5440621324207475) | > loss_feat: 3.0010366439819336 (6.700243120608122) | > loss_mel: 14.57620620727539 (17.89112422777259) | > loss_duration: 2.276979446411133 (2.290639182795649) | > loss_1: 24.151809692382812 (31.690448926842738)  --> STEP: 24 | > loss_disc: 2.3654613494873047 (2.3925316135088606) | > loss_disc_real_0: 0.08501119911670685 (0.09807941193381946) | > loss_disc_real_1: 0.18733155727386475 (0.2131472478310267) | > loss_disc_real_2: 0.20573784410953522 (0.198840893805027) | > loss_disc_real_3: 0.2738812565803528 (0.2347822810212771) | > loss_disc_real_4: 0.24236378073692322 (0.23507088919480643) | > loss_disc_real_5: 0.23969611525535583 (0.23798619086543718) | > loss_0: 2.3654613494873047 (2.3925316135088606) | > loss_gen: 2.247913360595703 (2.263694206873576) | > loss_kl: 2.269860029220581 (2.5326370447874074) | > loss_feat: 4.832537651062012 (6.622422059377034) | > loss_mel: 19.852201461791992 (17.972835779190067) | > loss_duration: 2.4137954711914062 (2.295770694812139) | > loss_1: 31.616308212280273 (31.687359730402633)  --> STEP: 25 | > loss_disc: 2.6046085357666016 (2.4010146903991703) | > loss_disc_real_0: 0.1377410590648651 (0.09966587781906128) | > loss_disc_real_1: 0.1987033188343048 (0.21256949067115782) | > loss_disc_real_2: 0.264636367559433 (0.20147271275520326) | > loss_disc_real_3: 0.24114421010017395 (0.23503675818443298) | > loss_disc_real_4: 0.23496392369270325 (0.23506661057472228) | > loss_disc_real_5: 0.19894951581954956 (0.2364247238636017) | > loss_0: 2.6046085357666016 (2.4010146903991703) | > loss_gen: 2.03770112991333 (2.254654483795166) | > loss_kl: 2.6109163761138916 (2.535768218040467) | > loss_feat: 7.08558464050293 (6.640948562622071) | > loss_mel: 18.574071884155273 (17.996885223388677) | > loss_duration: 2.3375513553619385 (2.297441921234131) | > loss_1: 32.64582443237305 (31.72569831848145)  --> STEP: 26 | > loss_disc: 2.1646065711975098 (2.3919220704298754) | > loss_disc_real_0: 0.039158184081315994 (0.097338658829148) | > loss_disc_real_1: 0.14322230219841003 (0.2099022911145137) | > loss_disc_real_2: 0.1343953162431717 (0.19889281288935587) | > loss_disc_real_3: 0.19934017956256866 (0.2336638128528228) | > loss_disc_real_4: 0.17837698757648468 (0.23288624045940545) | > loss_disc_real_5: 0.10783570259809494 (0.23147899227646682) | > loss_0: 2.1646065711975098 (2.3919220704298754) | > loss_gen: 1.9715802669525146 (2.2437670139166026) | > loss_kl: 2.310398578643799 (2.5271001549867496) | > loss_feat: 11.302713394165039 (6.820247209989107) | > loss_mel: 19.96697998046875 (18.072658098660987) | > loss_duration: 2.298377513885498 (2.297477905566876) | > loss_1: 37.85005187988281 (31.961250378535347) --> EVAL PERFORMANCE | > avg_loader_time: 0.002533811789292555 (-3.209480872526371e-07) | > avg_loss_disc: 2.3919220704298754 (+0.019326677689186056) | > avg_loss_disc_real_0: 0.097338658829148 (-0.07379927299916744) | > avg_loss_disc_real_1: 0.2099022911145137 (-0.02101355332594651) | > avg_loss_disc_real_2: 0.19889281288935587 (-0.013961150669134587) | > avg_loss_disc_real_3: 0.2336638128528228 (-0.03156977032239619) | > avg_loss_disc_real_4: 0.23288624045940545 (-0.023416061240893155) | > avg_loss_disc_real_5: 0.23147899227646682 (-0.004175425435488045) | > avg_loss_0: 2.3919220704298754 (+0.019326677689186056) | > avg_loss_gen: 2.2437670139166026 (-0.39379460995013815) | > avg_loss_kl: 2.5271001549867496 (-0.029575733038094132) | > avg_loss_feat: 6.820247209989107 (-0.3965805493868322) | > avg_loss_mel: 18.072658098660987 (-0.0009981668912359964) | > avg_loss_duration: 2.297477905566876 (-0.02047490156613785) | > avg_loss_1: 31.961250378535347 (-0.8414239149827125)  > EPOCH: 376/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:34:09)   --> TIME: 2024-06-11 07:34:17 -- STEP: 19/330 -- GLOBAL_STEP: 212100 | > loss_disc: 2.3294763565063477 (2.3236121252963415) | > loss_disc_real_0: 0.10622619092464447 (0.10754033060450303) | > loss_disc_real_1: 0.17064277827739716 (0.19964355936175898) | > loss_disc_real_2: 0.1731758564710617 (0.2061041091617785) | > loss_disc_real_3: 0.22945931553840637 (0.22904185558620252) | > loss_disc_real_4: 0.20988981425762177 (0.22299462243130333) | > loss_disc_real_5: 0.2241768091917038 (0.2167657472585377) | > loss_0: 2.3294763565063477 (2.3236121252963415) | > grad_norm_0: tensor(7.3074, device='cuda:0') (tensor(8.7550, device='cuda:0')) | > loss_gen: 2.4466676712036133 (2.4820742230666313) | > loss_kl: 1.8272756338119507 (1.8879853549756502) | > loss_feat: 7.326101303100586 (6.962932636863307) | > loss_mel: 18.17564582824707 (18.366425765188115) | > loss_duration: 2.026122570037842 (2.121281937548989) | > loss_1: 31.80181121826172 (31.82069959138569) | > grad_norm_1: tensor(116.3473, device='cuda:0') (tensor(83.5256, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3578 (0.3569493293762207) | > loader_time: 0.0039 (0.0032757081483539784)  --> TIME: 2024-06-11 07:34:26 -- STEP: 44/330 -- GLOBAL_STEP: 212125 | > loss_disc: 2.4605093002319336 (2.33399148420854) | > loss_disc_real_0: 0.14787408709526062 (0.11017934368415312) | > loss_disc_real_1: 0.1842436045408249 (0.19812606275081635) | > loss_disc_real_2: 0.27031341195106506 (0.2136755484071645) | > loss_disc_real_3: 0.23958058655261993 (0.22878147932616147) | > loss_disc_real_4: 0.22511185705661774 (0.22775636545636438) | > loss_disc_real_5: 0.21433649957180023 (0.21632808751680635) | > loss_0: 2.4605093002319336 (2.33399148420854) | > grad_norm_0: tensor(10.5661, device='cuda:0') (tensor(7.8795, device='cuda:0')) | > loss_gen: 2.357789993286133 (2.5046534863385284) | > loss_kl: 1.8838516473770142 (1.900183230638504) | > loss_feat: 6.602512836456299 (7.102343916893005) | > loss_mel: 17.89113426208496 (18.36616360057484) | > loss_duration: 1.9377341270446777 (2.0619545443491503) | > loss_1: 30.673023223876953 (31.93529865958474) | > grad_norm_1: tensor(58.7745, device='cuda:0') (tensor(72.5329, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3463 (0.3591544736515392) | > loader_time: 0.0033 (0.0035197897390885787)  --> TIME: 2024-06-11 07:34:36 -- STEP: 69/330 -- GLOBAL_STEP: 212150 | > loss_disc: 2.3826234340667725 (2.3374191332554464) | > loss_disc_real_0: 0.11256971955299377 (0.11024744009626085) | > loss_disc_real_1: 0.21179042756557465 (0.19813379321409308) | > loss_disc_real_2: 0.1919216513633728 (0.21473113695780435) | > loss_disc_real_3: 0.22583021223545074 (0.22804718065089075) | > loss_disc_real_4: 0.21510888636112213 (0.22589609653189563) | > loss_disc_real_5: 0.2158198058605194 (0.21837072463139243) | > loss_0: 2.3826234340667725 (2.3374191332554464) | > grad_norm_0: tensor(4.2055, device='cuda:0') (tensor(8.2325, device='cuda:0')) | > loss_gen: 2.5017614364624023 (2.495281354240749) | > loss_kl: 1.865388035774231 (1.893560264421546) | > loss_feat: 6.9785966873168945 (7.129248121510381) | > loss_mel: 17.29695701599121 (18.32316791147426) | > loss_duration: 1.9639636278152466 (2.0412424630013057) | > loss_1: 30.60666847229004 (31.882500109465227) | > grad_norm_1: tensor(101.0464, device='cuda:0') (tensor(80.8849, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3695 (0.36085581433945807) | > loader_time: 0.0039 (0.003616754559503086)  --> TIME: 2024-06-11 07:34:45 -- STEP: 94/330 -- GLOBAL_STEP: 212175 | > loss_disc: 2.2963504791259766 (2.3332440269754278) | > loss_disc_real_0: 0.131305530667305 (0.11254119674893136) | > loss_disc_real_1: 0.2514346241950989 (0.19843714018451405) | > loss_disc_real_2: 0.2330901324748993 (0.21276812239530238) | > loss_disc_real_3: 0.2348812073469162 (0.22828042015750358) | > loss_disc_real_4: 0.2175462394952774 (0.22654290655826) | > loss_disc_real_5: 0.20309042930603027 (0.2190010848831623) | > loss_0: 2.2963504791259766 (2.3332440269754278) | > grad_norm_0: tensor(7.0844, device='cuda:0') (tensor(8.3351, device='cuda:0')) | > loss_gen: 2.560020923614502 (2.501091277345699) | > loss_kl: 1.7656376361846924 (1.8902437484010737) | > loss_feat: 7.0715813636779785 (7.121122558066186) | > loss_mel: 18.190710067749023 (18.276701014092627) | > loss_duration: 2.0483899116516113 (2.0348880202212225) | > loss_1: 31.63633918762207 (31.82404656105853) | > grad_norm_1: tensor(117.1998, device='cuda:0') (tensor(83.5654, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3639 (0.3620335878209865) | > loader_time: 0.0036 (0.003690389876670026)  --> TIME: 2024-06-11 07:34:54 -- STEP: 119/330 -- GLOBAL_STEP: 212200 | > loss_disc: 2.278684377670288 (2.3355121552443294) | > loss_disc_real_0: 0.10870563983917236 (0.11332955292793882) | > loss_disc_real_1: 0.23850972950458527 (0.19794361844283193) | > loss_disc_real_2: 0.16479693353176117 (0.21274878134747513) | > loss_disc_real_3: 0.21050773561000824 (0.22858232973503465) | > loss_disc_real_4: 0.21581438183784485 (0.22672976165258585) | > loss_disc_real_5: 0.20586061477661133 (0.21920163641456797) | > loss_0: 2.278684377670288 (2.3355121552443294) | > grad_norm_0: tensor(5.9278, device='cuda:0') (tensor(8.3451, device='cuda:0')) | > loss_gen: 2.5612382888793945 (2.502165495848456) | > loss_kl: 1.7589287757873535 (1.888632662156049) | > loss_feat: 7.228034496307373 (7.145537544699276) | > loss_mel: 18.51258087158203 (18.272919791085375) | > loss_duration: 2.003087043762207 (2.0337044451417023) | > loss_1: 32.06386947631836 (31.84295994093438) | > grad_norm_1: tensor(101.9214, device='cuda:0') (tensor(83.5201, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3479 (0.36174008826247783) | > loader_time: 0.0039 (0.0037436785818148063)  --> TIME: 2024-06-11 07:35:04 -- STEP: 144/330 -- GLOBAL_STEP: 212225 | > loss_disc: 2.422091245651245 (2.340782720181676) | > loss_disc_real_0: 0.09155786037445068 (0.11400641842434804) | > loss_disc_real_1: 0.16871164739131927 (0.19803272725807297) | > loss_disc_real_2: 0.2075427621603012 (0.2142210491001606) | > loss_disc_real_3: 0.24338804185390472 (0.2290640157750911) | > loss_disc_real_4: 0.24129171669483185 (0.22628338252090746) | > loss_disc_real_5: 0.22188322246074677 (0.21852049034916693) | > loss_0: 2.422091245651245 (2.340782720181676) | > grad_norm_0: tensor(11.2577, device='cuda:0') (tensor(8.8040, device='cuda:0')) | > loss_gen: 2.355031728744507 (2.499365771810214) | > loss_kl: 1.7462263107299805 (1.8815594580438402) | > loss_feat: 8.071489334106445 (7.140827672349082) | > loss_mel: 18.598194122314453 (18.26150902112325) | > loss_duration: 2.043761730194092 (2.0378845714860487) | > loss_1: 32.814701080322266 (31.821146421962315) | > grad_norm_1: tensor(209.8730, device='cuda:0') (tensor(94.4205, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3733 (0.3627079145775901) | > loader_time: 0.0045 (0.0038327028354008994)  --> TIME: 2024-06-11 07:35:13 -- STEP: 169/330 -- GLOBAL_STEP: 212250 | > loss_disc: 2.239800214767456 (2.3396511162526514) | > loss_disc_real_0: 0.11491845548152924 (0.11433481429455548) | > loss_disc_real_1: 0.2500913143157959 (0.19865011498772883) | > loss_disc_real_2: 0.2333814650774002 (0.2132812614977007) | > loss_disc_real_3: 0.23710958659648895 (0.22904648900737423) | > loss_disc_real_4: 0.22438320517539978 (0.2264900651027465) | > loss_disc_real_5: 0.22028368711471558 (0.2189164444716019) | > loss_0: 2.239800214767456 (2.3396511162526514) | > grad_norm_0: tensor(25.2663, device='cuda:0') (tensor(10.5180, device='cuda:0')) | > loss_gen: 2.795651912689209 (2.5021104304748163) | > loss_kl: 2.0037519931793213 (1.8875127240750917) | > loss_feat: 7.864429950714111 (7.146675087291108) | > loss_mel: 18.099733352661133 (18.230470860498187) | > loss_duration: 2.074164867401123 (2.0413501573032153) | > loss_1: 32.837730407714844 (31.8081191813452) | > grad_norm_1: tensor(442.9276, device='cuda:0') (tensor(121.4327, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3791 (0.36448481379176034) | > loader_time: 0.0047 (0.003945414131209694)  --> TIME: 2024-06-11 07:35:23 -- STEP: 194/330 -- GLOBAL_STEP: 212275 | > loss_disc: 2.3610997200012207 (2.346324161155937) | > loss_disc_real_0: 0.13573956489562988 (0.1151424966675719) | > loss_disc_real_1: 0.19339439272880554 (0.1989871074551159) | > loss_disc_real_2: 0.21582840383052826 (0.21477243035417243) | > loss_disc_real_3: 0.22007815539836884 (0.22938755676918424) | > loss_disc_real_4: 0.23106345534324646 (0.22604183107614517) | > loss_disc_real_5: 0.21970467269420624 (0.21959506628132358) | > loss_0: 2.3610997200012207 (2.346324161155937) | > grad_norm_0: tensor(54.8802, device='cuda:0') (tensor(13.9870, device='cuda:0')) | > loss_gen: 2.40820050239563 (2.5061284315954766) | > loss_kl: 1.8705041408538818 (1.8919347383312344) | > loss_feat: 6.647906303405762 (7.1539858837717585) | > loss_mel: 18.0711612701416 (18.210964615812003) | > loss_duration: 2.052104949951172 (2.0475425953717554) | > loss_1: 31.04987907409668 (31.810556234772672) | > grad_norm_1: tensor(369.3585, device='cuda:0') (tensor(152.0076, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.3851 (0.3675788591817482) | > loader_time: 0.0049 (0.0040655639982715075)  --> TIME: 2024-06-11 07:35:34 -- STEP: 219/330 -- GLOBAL_STEP: 212300 | > loss_disc: 2.1396656036376953 (2.3431326580918554) | > loss_disc_real_0: 0.07275202125310898 (0.11479320605051573) | > loss_disc_real_1: 0.16980090737342834 (0.19925178124752216) | > loss_disc_real_2: 0.19630077481269836 (0.21452040112998388) | > loss_disc_real_3: 0.19420021772384644 (0.2284136523394824) | > loss_disc_real_4: 0.20919190347194672 (0.22577752070884183) | > loss_disc_real_5: 0.19783058762550354 (0.21958909221163622) | > loss_0: 2.1396656036376953 (2.3431326580918554) | > grad_norm_0: tensor(12.1383, device='cuda:0') (tensor(16.5405, device='cuda:0')) | > loss_gen: 2.730592727661133 (2.5153954225043718) | > loss_kl: 1.9615062475204468 (1.8897215606959443) | > loss_feat: 8.637767791748047 (7.1805086680198915) | > loss_mel: 18.583316802978516 (18.162811601542984) | > loss_duration: 2.1126468181610107 (2.0541296658450587) | > loss_1: 34.02582931518555 (31.802566876694492) | > grad_norm_1: tensor(379.0627, device='cuda:0') (tensor(174.4920, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.4127 (0.37260466296923217) | > loader_time: 0.0056 (0.004219696402005409)  --> TIME: 2024-06-11 07:35:44 -- STEP: 244/330 -- GLOBAL_STEP: 212325 | > loss_disc: 2.3071274757385254 (2.3440955124917586) | > loss_disc_real_0: 0.09246339648962021 (0.11501203565934642) | > loss_disc_real_1: 0.1906210333108902 (0.19936845616483295) | > loss_disc_real_2: 0.22698187828063965 (0.21499515538577174) | > loss_disc_real_3: 0.19843453168869019 (0.22927618258800664) | > loss_disc_real_4: 0.20666475594043732 (0.22576772384956234) | > loss_disc_real_5: 0.18516220152378082 (0.21947477965569887) | > loss_0: 2.3071274757385254 (2.3440955124917586) | > grad_norm_0: tensor(55.6196, device='cuda:0') (tensor(19.3690, device='cuda:0')) | > loss_gen: 2.349684476852417 (2.519421058600065) | > loss_kl: 1.902482509613037 (1.8885940415937392) | > loss_feat: 6.987833499908447 (7.185027816256539) | > loss_mel: 16.97593879699707 (18.119685047962626) | > loss_duration: 2.0678834915161133 (2.062312890271669) | > loss_1: 30.28382110595703 (31.775040798499937) | > grad_norm_1: tensor(505.2581, device='cuda:0') (tensor(201.2259, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.4246 (0.3773531034344532) | > loader_time: 0.0054 (0.004359129999504713)  --> TIME: 2024-06-11 07:35:56 -- STEP: 269/330 -- GLOBAL_STEP: 212350 | > loss_disc: 2.348726272583008 (2.342107668242048) | > loss_disc_real_0: 0.09149347245693207 (0.11538992701686891) | > loss_disc_real_1: 0.18470697104930878 (0.19947001260452546) | > loss_disc_real_2: 0.22950051724910736 (0.21475500721470575) | > loss_disc_real_3: 0.21190176904201508 (0.2290486898896419) | > loss_disc_real_4: 0.2227131724357605 (0.22549086039172672) | > loss_disc_real_5: 0.2150048315525055 (0.21902862279831697) | > loss_0: 2.348726272583008 (2.342107668242048) | > grad_norm_0: tensor(69.6302, device='cuda:0') (tensor(21.6353, device='cuda:0')) | > loss_gen: 2.4617607593536377 (2.5236619387417467) | > loss_kl: 1.9493640661239624 (1.891842522585702) | > loss_feat: 7.775211334228516 (7.205722631575006) | > loss_mel: 17.913541793823242 (18.08732475933089) | > loss_duration: 2.15313982963562 (2.069520840414393) | > loss_1: 32.25301742553711 (31.77807266916041) | > grad_norm_1: tensor(590.1791, device='cuda:0') (tensor(223.5938, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.4419 (0.38298669357725235) | > loader_time: 0.0063 (0.004522912121173616)  --> TIME: 2024-06-11 07:36:07 -- STEP: 294/330 -- GLOBAL_STEP: 212375 | > loss_disc: 2.3732659816741943 (2.345008132409077) | > loss_disc_real_0: 0.10742120444774628 (0.11571612770409406) | > loss_disc_real_1: 0.2119869440793991 (0.19997573355022738) | > loss_disc_real_2: 0.2514173686504364 (0.2148775372679542) | > loss_disc_real_3: 0.24477173388004303 (0.22925133972751846) | > loss_disc_real_4: 0.23218466341495514 (0.2255504805417288) | > loss_disc_real_5: 0.21821941435337067 (0.21902597178610003) | > loss_0: 2.3732659816741943 (2.345008132409077) | > grad_norm_0: tensor(28.2836, device='cuda:0') (tensor(22.6555, device='cuda:0')) | > loss_gen: 2.4565610885620117 (2.5183526577592694) | > loss_kl: 1.8411709070205688 (1.8936083803371506) | > loss_feat: 8.116552352905273 (7.208265933860727) | > loss_mel: 18.21683692932129 (18.040286141998916) | > loss_duration: 2.2145726680755615 (2.0787617422285516) | > loss_1: 32.84569549560547 (31.739274803473023) | > grad_norm_1: tensor(273.4461, device='cuda:0') (tensor(237.0386, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.4533 (0.38912713446584696) | > loader_time: 0.0069 (0.0046899302476117385)  --> TIME: 2024-06-11 07:36:20 -- STEP: 319/330 -- GLOBAL_STEP: 212400 | > loss_disc: 2.4503612518310547 (2.3455206712585266) | > loss_disc_real_0: 0.15020430088043213 (0.11639670909712307) | > loss_disc_real_1: 0.23419474065303802 (0.19994175761097271) | > loss_disc_real_2: 0.20752806961536407 (0.21468886037044765) | > loss_disc_real_3: 0.21983331441879272 (0.22917576297697223) | > loss_disc_real_4: 0.2093936800956726 (0.22581765667584996) | > loss_disc_real_5: 0.16782020032405853 (0.21921195085145836) | > loss_0: 2.4503612518310547 (2.3455206712585266) | > grad_norm_0: tensor(63.8063, device='cuda:0') (tensor(23.3947, device='cuda:0')) | > loss_gen: 2.411353349685669 (2.5154916231161364) | > loss_kl: 1.9131032228469849 (1.8957284958011305) | > loss_feat: 7.921620845794678 (7.236368318336511) | > loss_mel: 18.00847625732422 (18.00661624561656) | > loss_duration: 2.2536609172821045 (2.0918357252700934) | > loss_1: 32.508216857910156 (31.74604034423828) | > grad_norm_1: tensor(257.7445, device='cuda:0') (tensor(249.5884, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.5792 (0.3991793696783179) | > loader_time: 0.0084 (0.004930370653684608)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5339088439941406 (2.5339088439941406) | > loss_disc_real_0: 0.1326163113117218 (0.1326163113117218) | > loss_disc_real_1: 0.2488114833831787 (0.2488114833831787) | > loss_disc_real_2: 0.2567782700061798 (0.2567782700061798) | > loss_disc_real_3: 0.29805272817611694 (0.29805272817611694) | > loss_disc_real_4: 0.3075953423976898 (0.3075953423976898) | > loss_disc_real_5: 0.2704162895679474 (0.2704162895679474) | > loss_0: 2.5339088439941406 (2.5339088439941406) | > loss_gen: 2.502983570098877 (2.502983570098877) | > loss_kl: 3.0829694271087646 (3.0829694271087646) | > loss_feat: 4.722712516784668 (4.722712516784668) | > loss_mel: 14.099081039428711 (14.099081039428711) | > loss_duration: 2.810192108154297 (2.810192108154297) | > loss_1: 27.217937469482422 (27.217937469482422)  --> STEP: 1 | > loss_disc: 2.260129451751709 (2.260129451751709) | > loss_disc_real_0: 0.10839316248893738 (0.10839316248893738) | > loss_disc_real_1: 0.20602738857269287 (0.20602738857269287) | > loss_disc_real_2: 0.1955285221338272 (0.1955285221338272) | > loss_disc_real_3: 0.24528621137142181 (0.24528621137142181) | > loss_disc_real_4: 0.258235901594162 (0.258235901594162) | > loss_disc_real_5: 0.28835901618003845 (0.28835901618003845) | > loss_0: 2.260129451751709 (2.260129451751709) | > loss_gen: 2.5179834365844727 (2.5179834365844727) | > loss_kl: 2.411621570587158 (2.411621570587158) | > loss_feat: 6.198944091796875 (6.198944091796875) | > loss_mel: 17.33275604248047 (17.33275604248047) | > loss_duration: 2.478665351867676 (2.478665351867676) | > loss_1: 30.93996810913086 (30.93996810913086)  --> STEP: 2 | > loss_disc: 2.3995110988616943 (2.3298202753067017) | > loss_disc_real_0: 0.09398667514324188 (0.10118991881608963) | > loss_disc_real_1: 0.20666451752185822 (0.20634595304727554) | > loss_disc_real_2: 0.1944909244775772 (0.1950097233057022) | > loss_disc_real_3: 0.3175526559352875 (0.28141943365335464) | > loss_disc_real_4: 0.24146969616413116 (0.24985279887914658) | > loss_disc_real_5: 0.26356619596481323 (0.27596260607242584) | > loss_0: 2.3995110988616943 (2.3298202753067017) | > loss_gen: 2.3792800903320312 (2.448631763458252) | > loss_kl: 2.6726057529449463 (2.5421136617660522) | > loss_feat: 6.151247978210449 (6.175096035003662) | > loss_mel: 20.51360321044922 (18.923179626464844) | > loss_duration: 2.4726059436798096 (2.4756356477737427) | > loss_1: 34.1893424987793 (32.56465530395508)  --> STEP: 3 | > loss_disc: 2.2970478534698486 (2.3188961346944175) | > loss_disc_real_0: 0.09362134337425232 (0.09866706033547719) | > loss_disc_real_1: 0.15928217768669128 (0.19065802792708078) | > loss_disc_real_2: 0.19300492107868195 (0.19434145589669546) | > loss_disc_real_3: 0.1759558469057083 (0.24626490473747253) | > loss_disc_real_4: 0.17532749474048615 (0.22501103083292642) | > loss_disc_real_5: 0.1820971518754959 (0.24467412134011587) | > loss_0: 2.2970478534698486 (2.3188961346944175) | > loss_gen: 2.0394325256347656 (2.31223201751709) | > loss_kl: 2.966837167739868 (2.683688163757324) | > loss_feat: 6.880274772644043 (6.410155614217122) | > loss_mel: 19.084278106689453 (18.976879119873047) | > loss_duration: 2.234159469604492 (2.3951435883839927) | > loss_1: 33.204978942871094 (32.778096516927086)  --> STEP: 4 | > loss_disc: 1.9649873971939087 (2.23041895031929) | > loss_disc_real_0: 0.06705521047115326 (0.09076409786939621) | > loss_disc_real_1: 0.1737624555826187 (0.18643413484096527) | > loss_disc_real_2: 0.21619771420955658 (0.19980552047491074) | > loss_disc_real_3: 0.22782738506793976 (0.24165552482008934) | > loss_disc_real_4: 0.16089870035648346 (0.2089829482138157) | > loss_disc_real_5: 0.16575555503368378 (0.22494447976350784) | > loss_0: 1.9649873971939087 (2.23041895031929) | > loss_gen: 2.8157334327697754 (2.4381073713302612) | > loss_kl: 2.5189480781555176 (2.6425031423568726) | > loss_feat: 9.694585800170898 (7.231263160705566) | > loss_mel: 19.560518264770508 (19.122788906097412) | > loss_duration: 2.2844784259796143 (2.367477297782898) | > loss_1: 36.874263763427734 (33.802138328552246)  --> STEP: 5 | > loss_disc: 2.2137362957000732 (2.2270824193954466) | > loss_disc_real_0: 0.10551069676876068 (0.0937134176492691) | > loss_disc_real_1: 0.17561835050582886 (0.184270977973938) | > loss_disc_real_2: 0.17863404750823975 (0.19557122588157655) | > loss_disc_real_3: 0.2104625254869461 (0.2354169249534607) | > loss_disc_real_4: 0.20229527354240417 (0.2076454132795334) | > loss_disc_real_5: 0.23707439005374908 (0.2273704618215561) | > loss_0: 2.2137362957000732 (2.2270824193954466) | > loss_gen: 2.3010411262512207 (2.410694122314453) | > loss_kl: 2.9847357273101807 (2.710949659347534) | > loss_feat: 6.263441562652588 (7.03769884109497) | > loss_mel: 17.862316131591797 (18.87069435119629) | > loss_duration: 2.373422145843506 (2.3686662673950196) | > loss_1: 31.784955978393555 (33.39870185852051)  --> STEP: 6 | > loss_disc: 2.6096959114074707 (2.290851334730784) | > loss_disc_real_0: 0.1492120623588562 (0.10296319176753362) | > loss_disc_real_1: 0.19863831996917725 (0.18666553497314453) | > loss_disc_real_2: 0.1859201043844223 (0.19396270563205084) | > loss_disc_real_3: 0.2165621519088745 (0.232274462779363) | > loss_disc_real_4: 0.22685305774211884 (0.21084668735663095) | > loss_disc_real_5: 0.23352111876010895 (0.2283955713113149) | > loss_0: 2.6096959114074707 (2.290851334730784) | > loss_gen: 2.1329004764556885 (2.364395181337992) | > loss_kl: 2.7224557399749756 (2.712867339452108) | > loss_feat: 6.748452663421631 (6.989491144816081) | > loss_mel: 19.847015380859375 (19.033414522806805) | > loss_duration: 2.103533983230591 (2.3244775533676147) | > loss_1: 33.554359436035156 (33.424644788106285)  --> STEP: 7 | > loss_disc: 2.226119041442871 (2.2816038642610823) | > loss_disc_real_0: 0.0821659192442894 (0.09999215283564158) | > loss_disc_real_1: 0.255955308675766 (0.19656407407351903) | > loss_disc_real_2: 0.19429327547550201 (0.194009929895401) | > loss_disc_real_3: 0.2185267060995102 (0.230310497539384) | > loss_disc_real_4: 0.24107711017131805 (0.21516531918730056) | > loss_disc_real_5: 0.19898341596126556 (0.22419383483273642) | > loss_0: 2.226119041442871 (2.2816038642610823) | > loss_gen: 2.3954246044158936 (2.3688279560634067) | > loss_kl: 3.9720029830932617 (2.892743859972273) | > loss_feat: 5.46508264541626 (6.771718502044678) | > loss_mel: 16.04398536682129 (18.606353214808873) | > loss_duration: 2.531409978866577 (2.354039328438895) | > loss_1: 30.40790557861328 (32.993682043892996)  --> STEP: 8 | > loss_disc: 2.255006790161133 (2.2782792299985886) | > loss_disc_real_0: 0.13439518213272095 (0.10429253149777651) | > loss_disc_real_1: 0.16279228031635284 (0.19234259985387325) | > loss_disc_real_2: 0.24011504650115967 (0.19977306947112083) | > loss_disc_real_3: 0.24962039291858673 (0.23272423446178436) | > loss_disc_real_4: 0.20081883668899536 (0.2133720088750124) | > loss_disc_real_5: 0.22413596510887146 (0.2241866011172533) | > loss_0: 2.255006790161133 (2.2782792299985886) | > loss_gen: 2.7128260135650635 (2.411827713251114) | > loss_kl: 2.8759543895721436 (2.8906451761722565) | > loss_feat: 8.267605781555176 (6.95870441198349) | > loss_mel: 20.730037689208984 (18.871813774108887) | > loss_duration: 2.2122111320495605 (2.3363108038902283) | > loss_1: 36.79863739013672 (33.46930146217346)  --> STEP: 9 | > loss_disc: 2.271052122116089 (2.2774762180116443) | > loss_disc_real_0: 0.12034069001674652 (0.10607566022210652) | > loss_disc_real_1: 0.15794292092323303 (0.18852041330602434) | > loss_disc_real_2: 0.19465272128582 (0.1992041418949763) | > loss_disc_real_3: 0.255139023065567 (0.23521476652887133) | > loss_disc_real_4: 0.2058824598789215 (0.21253983676433563) | > loss_disc_real_5: 0.21281468868255615 (0.22292305529117584) | > loss_0: 2.271052122116089 (2.2774762180116443) | > loss_gen: 2.3740005493164062 (2.407624695036146) | > loss_kl: 2.457115888595581 (2.842475255330404) | > loss_feat: 6.483312606811523 (6.905883100297716) | > loss_mel: 18.961694717407227 (18.88180054558648) | > loss_duration: 2.083448886871338 (2.308215035332574) | > loss_1: 32.35957336425781 (33.34599834018283)  --> STEP: 10 | > loss_disc: 2.4498581886291504 (2.2947144150733947) | > loss_disc_real_0: 0.12442779541015625 (0.10791087374091149) | > loss_disc_real_1: 0.20519915223121643 (0.19018828719854355) | > loss_disc_real_2: 0.1753300428390503 (0.1968167319893837) | > loss_disc_real_3: 0.26454803347587585 (0.23814809322357178) | > loss_disc_real_4: 0.23476922512054443 (0.21476277559995652) | > loss_disc_real_5: 0.2400691956281662 (0.2246376693248749) | > loss_0: 2.4498581886291504 (2.2947144150733947) | > loss_gen: 2.185392379760742 (2.385401463508606) | > loss_kl: 2.7253310680389404 (2.8307608366012573) | > loss_feat: 5.263400554656982 (6.741634845733643) | > loss_mel: 16.08440589904785 (18.602061080932618) | > loss_duration: 2.300968647003174 (2.3074903964996336) | > loss_1: 28.559497833251953 (32.86734828948975)  --> STEP: 11 | > loss_disc: 2.5075247287750244 (2.3140608072280884) | > loss_disc_real_0: 0.0849592387676239 (0.10582436147061261) | > loss_disc_real_1: 0.18734429776668549 (0.18992974270473828) | > loss_disc_real_2: 0.237186998128891 (0.20048675618388437) | > loss_disc_real_3: 0.23526448011398315 (0.23788594657724554) | > loss_disc_real_4: 0.27898886799812317 (0.22060151127251712) | > loss_disc_real_5: 0.24872919917106628 (0.22682780840180136) | > loss_0: 2.5075247287750244 (2.3140608072280884) | > loss_gen: 2.147157907485962 (2.363742958415638) | > loss_kl: 3.4967117309570312 (2.891301826997237) | > loss_feat: 6.839806079864502 (6.750559503381902) | > loss_mel: 17.639476776123047 (18.51455341685902) | > loss_duration: 2.4400110244750977 (2.319537726315585) | > loss_1: 32.56316375732422 (32.83969515020197)  --> STEP: 12 | > loss_disc: 2.1557037830352783 (2.3008643885453544) | > loss_disc_real_0: 0.0628376454114914 (0.10224213513235252) | > loss_disc_real_1: 0.17341046035289764 (0.18855313584208488) | > loss_disc_real_2: 0.24704040586948395 (0.20436622699101767) | > loss_disc_real_3: 0.21099218726158142 (0.23564479996760687) | > loss_disc_real_4: 0.1635057032108307 (0.21584352726737657) | > loss_disc_real_5: 0.1942053586244583 (0.22410927092035612) | > loss_0: 2.1557037830352783 (2.3008643885453544) | > loss_gen: 2.410310983657837 (2.3676236271858215) | > loss_kl: 2.4964239597320557 (2.8583953380584717) | > loss_feat: 6.890518665313721 (6.762222766876221) | > loss_mel: 18.50264549255371 (18.513561089833576) | > loss_duration: 2.2829575538635254 (2.3164893786112466) | > loss_1: 32.582855224609375 (32.81829182306925)  --> STEP: 13 | > loss_disc: 2.51507830619812 (2.317342382210952) | > loss_disc_real_0: 0.06712980568408966 (0.09954118671325538) | > loss_disc_real_1: 0.17897377908229828 (0.18781626224517822) | > loss_disc_real_2: 0.24114596843719482 (0.20719543787149283) | > loss_disc_real_3: 0.28424593806266785 (0.23938334905184233) | > loss_disc_real_4: 0.28796055912971497 (0.22139099125678724) | > loss_disc_real_5: 0.27564945816993713 (0.22807390070878542) | > loss_0: 2.51507830619812 (2.317342382210952) | > loss_gen: 2.2270565032958984 (2.3568107715019813) | > loss_kl: 3.1259522438049316 (2.878976638500507) | > loss_feat: 7.581987380981445 (6.825281583345854) | > loss_mel: 17.565017700195312 (18.440596213707558) | > loss_duration: 2.1846985816955566 (2.3063516250023475) | > loss_1: 32.68471145629883 (32.80801641024076)  --> STEP: 14 | > loss_disc: 2.5421762466430664 (2.3334019439561025) | > loss_disc_real_0: 0.08165419846773148 (0.09826354469571795) | > loss_disc_real_1: 0.13515815138816833 (0.18405496861253465) | > loss_disc_real_2: 0.20398609340190887 (0.20696619898080826) | > loss_disc_real_3: 0.29957589507102966 (0.24368281662464142) | > loss_disc_real_4: 0.2697562277317047 (0.22484565100499562) | > loss_disc_real_5: 0.23832032084465027 (0.2288057878613472) | > loss_0: 2.5421762466430664 (2.3334019439561025) | > loss_gen: 2.063969850540161 (2.3358935628618513) | > loss_kl: 3.5348525047302246 (2.925824914659773) | > loss_feat: 6.268401622772217 (6.7855044433048795) | > loss_mel: 20.46022605895996 (18.584855488368444) | > loss_duration: 2.397981643676758 (2.312896626336234) | > loss_1: 34.725433349609375 (32.944974763052805)  --> STEP: 15 | > loss_disc: 2.5123231410980225 (2.345330023765564) | > loss_disc_real_0: 0.15942621231079102 (0.10234105587005615) | > loss_disc_real_1: 0.20895932614803314 (0.18571525911490122) | > loss_disc_real_2: 0.22526071965694427 (0.20818583369255067) | > loss_disc_real_3: 0.271639883518219 (0.24554662108421327) | > loss_disc_real_4: 0.20016193389892578 (0.22320006986459096) | > loss_disc_real_5: 0.19762548804283142 (0.22672710120677947) | > loss_0: 2.5123231410980225 (2.345330023765564) | > loss_gen: 2.163482189178467 (2.324399471282959) | > loss_kl: 3.135634183883667 (2.939812199274699) | > loss_feat: 7.247644424438477 (6.816313775380452) | > loss_mel: 18.251556396484375 (18.562635548909505) | > loss_duration: 2.278921127319336 (2.310631593068441) | > loss_1: 33.077239990234375 (32.95379244486491)  --> STEP: 16 | > loss_disc: 2.559727430343628 (2.358729861676693) | > loss_disc_real_0: 0.0945897027850151 (0.10185659630224109) | > loss_disc_real_1: 0.1646871417760849 (0.1844010017812252) | > loss_disc_real_2: 0.18156149983406067 (0.20652181282639503) | > loss_disc_real_3: 0.2988603115081787 (0.2488787267357111) | > loss_disc_real_4: 0.26462480425834656 (0.2257891157642007) | > loss_disc_real_5: 0.2351291924715042 (0.22725223191082478) | > loss_0: 2.559727430343628 (2.358729861676693) | > loss_gen: 2.119699478149414 (2.3116057217121124) | > loss_kl: 2.4583497047424316 (2.909720793366432) | > loss_feat: 7.154919147491455 (6.83747661113739) | > loss_mel: 17.269241333007812 (18.48179841041565) | > loss_duration: 2.346959114074707 (2.3129020631313324) | > loss_1: 31.349170684814453 (32.853503584861755)  --> STEP: 17 | > loss_disc: 2.116044282913208 (2.344454239396488) | > loss_disc_real_0: 0.09658509492874146 (0.10154650798615288) | > loss_disc_real_1: 0.1351432055234909 (0.18150348435429967) | > loss_disc_real_2: 0.24792486429214478 (0.20895728644202738) | > loss_disc_real_3: 0.3061160743236542 (0.25224562953500185) | > loss_disc_real_4: 0.19393634796142578 (0.22391542354050806) | > loss_disc_real_5: 0.24417203664779663 (0.22824751454241135) | > loss_0: 2.116044282913208 (2.344454239396488) | > loss_gen: 2.867784261703491 (2.3443221064174877) | > loss_kl: 2.2529819011688232 (2.8710890938253963) | > loss_feat: 9.612308502197266 (7.000702016493854) | > loss_mel: 18.836467742919922 (18.502661312327664) | > loss_duration: 2.4061450958251953 (2.318386947407442) | > loss_1: 35.975685119628906 (33.037161322201)  --> STEP: 18 | > loss_disc: 2.4427263736724854 (2.3499138024118214) | > loss_disc_real_0: 0.12224828451871872 (0.10269660668240653) | > loss_disc_real_1: 0.17124664783477783 (0.1809336601032151) | > loss_disc_real_2: 0.14227209985256195 (0.20525255385372373) | > loss_disc_real_3: 0.23864968121051788 (0.2514902990725305) | > loss_disc_real_4: 0.23152455687522888 (0.22433815317021477) | > loss_disc_real_5: 0.24298875033855438 (0.22906647208664152) | > loss_0: 2.4427263736724854 (2.3499138024118214) | > loss_gen: 2.0058329105377197 (2.3255171510908337) | > loss_kl: 2.6575474739074707 (2.8592256704966226) | > loss_feat: 8.116449356079102 (7.062687979804145) | > loss_mel: 18.6487979888916 (18.51078001658122) | > loss_duration: 2.2297749519348145 (2.313464058770074) | > loss_1: 33.65840148925781 (33.07167466481527)  --> STEP: 19 | > loss_disc: 2.5425896644592285 (2.3600546372564217) | > loss_disc_real_0: 0.1287807822227478 (0.10406945802663502) | > loss_disc_real_1: 0.2287818342447281 (0.1834519850580316) | > loss_disc_real_2: 0.24067017436027527 (0.20711663914354225) | > loss_disc_real_3: 0.33571159839630127 (0.25592299903693955) | > loss_disc_real_4: 0.23469623923301697 (0.22488331559457278) | > loss_disc_real_5: 0.28440019488334656 (0.2319787732864681) | > loss_0: 2.5425896644592285 (2.3600546372564217) | > loss_gen: 2.4789581298828125 (2.3335929920798852) | > loss_kl: 2.077827215194702 (2.818099436007048) | > loss_feat: 7.273910045623779 (7.073804930636757) | > loss_mel: 17.811405181884766 (18.473970814755088) | > loss_duration: 2.3097457885742188 (2.313268360338713) | > loss_1: 31.951847076416016 (33.01273637068899)  --> STEP: 20 | > loss_disc: 2.3026397228240967 (2.357183891534805) | > loss_disc_real_0: 0.1679781973361969 (0.10726489499211311) | > loss_disc_real_1: 0.17998097836971283 (0.18327843472361566) | > loss_disc_real_2: 0.21443025767803192 (0.20748232007026673) | > loss_disc_real_3: 0.26934364438056946 (0.25659403130412106) | > loss_disc_real_4: 0.19569076597690582 (0.22342368811368943) | > loss_disc_real_5: 0.2344917207956314 (0.23210442066192627) | > loss_0: 2.3026397228240967 (2.357183891534805) | > loss_gen: 2.5164008140563965 (2.342733383178711) | > loss_kl: 1.9468094110488892 (2.77453493475914) | > loss_feat: 6.688642501831055 (7.054546809196472) | > loss_mel: 16.30241584777832 (18.36539306640625) | > loss_duration: 2.3487300872802734 (2.315041446685791) | > loss_1: 29.80299949645996 (32.85224952697754)  --> STEP: 21 | > loss_disc: 2.46598482131958 (2.362364888191223) | > loss_disc_real_0: 0.06431485712528229 (0.1052196550936926) | > loss_disc_real_1: 0.1418149620294571 (0.18130398364294142) | > loss_disc_real_2: 0.22475376725196838 (0.20830476993606203) | > loss_disc_real_3: 0.30948880314826965 (0.2591128299633662) | > loss_disc_real_4: 0.2084178477525711 (0.2227091242869695) | > loss_disc_real_5: 0.17752178013324738 (0.22950524730341776) | > loss_0: 2.46598482131958 (2.362364888191223) | > loss_gen: 2.0141146183013916 (2.327084870565505) | > loss_kl: 2.617534875869751 (2.767058741478693) | > loss_feat: 5.601919174194336 (6.985374064672561) | > loss_mel: 16.73581314086914 (18.287794022333053) | > loss_duration: 2.15173077583313 (2.3072647480737594) | > loss_1: 29.121112823486328 (32.67457635062082)  --> STEP: 22 | > loss_disc: 2.5817484855651855 (2.37233686989004) | > loss_disc_real_0: 0.1854591965675354 (0.10886690697886726) | > loss_disc_real_1: 0.2020791471004486 (0.1822483092546463) | > loss_disc_real_2: 0.23703894019126892 (0.209610868584026) | > loss_disc_real_3: 0.2337961196899414 (0.25796207040548325) | > loss_disc_real_4: 0.20914827287197113 (0.22209272194992413) | > loss_disc_real_5: 0.19374807178974152 (0.2278799211437052) | > loss_0: 2.5817484855651855 (2.37233686989004) | > loss_gen: 2.1874868869781494 (2.320739507675171) | > loss_kl: 2.7604217529296875 (2.766757060181011) | > loss_feat: 7.019201278686523 (6.9869116653095595) | > loss_mel: 15.106873512268066 (18.143206726421006) | > loss_duration: 2.1416192054748535 (2.2997354052283545) | > loss_1: 29.21560287475586 (32.51735028353605)  --> STEP: 23 | > loss_disc: 2.363219976425171 (2.371940483217654) | > loss_disc_real_0: 0.19307303428649902 (0.1125280429487643) | > loss_disc_real_1: 0.15299920737743378 (0.18097660917302835) | > loss_disc_real_2: 0.13836322724819183 (0.20651314504768536) | > loss_disc_real_3: 0.28523603081703186 (0.25914789477120276) | > loss_disc_real_4: 0.1797657310962677 (0.22025241799976514) | > loss_disc_real_5: 0.14987677335739136 (0.22448847993560458) | > loss_0: 2.363219976425171 (2.371940483217654) | > loss_gen: 2.2364842891693115 (2.317076237305351) | > loss_kl: 2.2322068214416504 (2.7435157454532124) | > loss_feat: 9.755497932434082 (7.107284981271495) | > loss_mel: 18.21579933166504 (18.146362926649008) | > loss_duration: 2.2608802318573 (2.2980460498643955) | > loss_1: 34.70086669921875 (32.61228577987008)  --> STEP: 24 | > loss_disc: 2.4108967781066895 (2.3735636621713634) | > loss_disc_real_0: 0.11114204674959183 (0.11247029310713212) | > loss_disc_real_1: 0.2303931564092636 (0.18303563197453818) | > loss_disc_real_2: 0.22898122668266296 (0.20744931511580944) | > loss_disc_real_3: 0.21230146288871765 (0.2571959601094325) | > loss_disc_real_4: 0.21124787628650665 (0.2198772287617127) | > loss_disc_real_5: 0.24507546424865723 (0.22534627094864845) | > loss_0: 2.4108967781066895 (2.3735636621713634) | > loss_gen: 2.431375503540039 (2.3218387067317963) | > loss_kl: 2.516242265701294 (2.734046017130216) | > loss_feat: 5.8793416023254395 (7.05612067381541) | > loss_mel: 16.840059280395508 (18.09193360805511) | > loss_duration: 2.4099392890930176 (2.302708268165588) | > loss_1: 30.07695770263672 (32.50664710998536)  --> STEP: 25 | > loss_disc: 2.443859338760376 (2.3763754892349236) | > loss_disc_real_0: 0.13025738298892975 (0.11318177670240402) | > loss_disc_real_1: 0.1643204540014267 (0.1822870248556137) | > loss_disc_real_2: 0.29047155380249023 (0.21077020466327667) | > loss_disc_real_3: 0.21773391962051392 (0.2556174784898758) | > loss_disc_real_4: 0.21022579073905945 (0.21949117124080658) | > loss_disc_real_5: 0.24048112332820892 (0.22595166504383088) | > loss_0: 2.443859338760376 (2.3763754892349236) | > loss_gen: 2.2475292682647705 (2.3188663291931153) | > loss_kl: 2.187929630279541 (2.712201361656189) | > loss_feat: 8.959818840026855 (7.132268600463867) | > loss_mel: 17.594364166259766 (18.072030830383298) | > loss_duration: 2.3375940322875977 (2.304103698730468) | > loss_1: 33.32723617553711 (32.53947067260743)  --> STEP: 26 | > loss_disc: 2.3676443099975586 (2.376039674648871) | > loss_disc_real_0: 0.15301015973091125 (0.11471363758811584) | > loss_disc_real_1: 0.25186723470687866 (0.18496318677297005) | > loss_disc_real_2: 0.20895618200302124 (0.21070043456095916) | > loss_disc_real_3: 0.24694646894931793 (0.2552839781229313) | > loss_disc_real_4: 0.1735372543334961 (0.2177237128982177) | > loss_disc_real_5: 0.1641148030757904 (0.22357332419890624) | > loss_0: 2.3676443099975586 (2.376039674648871) | > loss_gen: 2.172476053237915 (2.313235933964069) | > loss_kl: 1.6380960941314697 (2.670889620597546) | > loss_feat: 7.3355183601379395 (7.14008589891287) | > loss_mel: 11.43777084350586 (17.816866984734165) | > loss_duration: 2.3088178634643555 (2.3042850127586947) | > loss_1: 24.892677307128906 (32.24536323547364) --> EVAL PERFORMANCE | > avg_loader_time: 0.002339968314537635 (-0.0001938434747549198) | > avg_loss_disc: 2.376039674648871 (-0.015882395781004366) | > avg_loss_disc_real_0: 0.11471363758811584 (+0.017374978758967846) | > avg_loss_disc_real_1: 0.18496318677297005 (-0.024939104341543644) | > avg_loss_disc_real_2: 0.21070043456095916 (+0.011807621671603291) | > avg_loss_disc_real_3: 0.2552839781229313 (+0.021620165270108488) | > avg_loss_disc_real_4: 0.2177237128982177 (-0.015162527561187744) | > avg_loss_disc_real_5: 0.22357332419890624 (-0.007905668077560574) | > avg_loss_0: 2.376039674648871 (-0.015882395781004366) | > avg_loss_gen: 2.313235933964069 (+0.0694689200474663) | > avg_loss_kl: 2.670889620597546 (+0.14378946561079653) | > avg_loss_feat: 7.14008589891287 (+0.3198386889237632) | > avg_loss_mel: 17.816866984734165 (-0.2557911139268221) | > avg_loss_duration: 2.3042850127586947 (+0.006807107191818762) | > avg_loss_1: 32.24536323547364 (+0.28411285693829313)  > EPOCH: 377/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:36:47)   --> TIME: 2024-06-11 07:36:53 -- STEP: 14/330 -- GLOBAL_STEP: 212425 | > loss_disc: 2.3587448596954346 (2.310410448483059) | > loss_disc_real_0: 0.1373257040977478 (0.10811489235077586) | > loss_disc_real_1: 0.22773563861846924 (0.21094199802194322) | > loss_disc_real_2: 0.21366114914417267 (0.2173150203057698) | > loss_disc_real_3: 0.23303502798080444 (0.227217221898692) | > loss_disc_real_4: 0.23901920020580292 (0.22187504385198867) | > loss_disc_real_5: 0.232661634683609 (0.21127324444907053) | > loss_0: 2.3587448596954346 (2.310410448483059) | > grad_norm_0: tensor(11.5167, device='cuda:0') (tensor(7.0153, device='cuda:0')) | > loss_gen: 2.489737033843994 (2.5174971989222934) | > loss_kl: 1.7565507888793945 (1.7424088971955436) | > loss_feat: 6.92539644241333 (6.993174348558698) | > loss_mel: 17.251609802246094 (18.517407826014928) | > loss_duration: 2.0641427040100098 (2.1384972674506053) | > loss_1: 30.487436294555664 (31.908985819135392) | > grad_norm_1: tensor(57.5139, device='cuda:0') (tensor(76.9014, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3562 (0.3542340653283255) | > loader_time: 0.0031 (0.0030504976000104633)  --> TIME: 2024-06-11 07:37:02 -- STEP: 39/330 -- GLOBAL_STEP: 212450 | > loss_disc: 2.3203186988830566 (2.3049516372191605) | > loss_disc_real_0: 0.09590846300125122 (0.1051731302570074) | > loss_disc_real_1: 0.1921791136264801 (0.20057155039065921) | > loss_disc_real_2: 0.20731571316719055 (0.21076519596271026) | > loss_disc_real_3: 0.23448841273784637 (0.22430502795256102) | > loss_disc_real_4: 0.23011384904384613 (0.2261102753571975) | > loss_disc_real_5: 0.2134261131286621 (0.21562978052175963) | > loss_0: 2.3203186988830566 (2.3049516372191605) | > grad_norm_0: tensor(7.3890, device='cuda:0') (tensor(8.9596, device='cuda:0')) | > loss_gen: 2.6005637645721436 (2.5346031127831874) | > loss_kl: 1.8782691955566406 (1.81941653520633) | > loss_feat: 8.274795532226562 (7.258907513740735) | > loss_mel: 18.059799194335938 (18.355203970884666) | > loss_duration: 2.0315980911254883 (2.065688032370347) | > loss_1: 32.84502410888672 (32.0338193942339) | > grad_norm_1: tensor(133.8983, device='cuda:0') (tensor(121.7693, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3531 (0.3577290559426332) | > loader_time: 0.0032 (0.0032318983322534808)  --> TIME: 2024-06-11 07:37:12 -- STEP: 64/330 -- GLOBAL_STEP: 212475 | > loss_disc: 2.3249402046203613 (2.326445125043392) | > loss_disc_real_0: 0.08220826089382172 (0.10832082794513553) | > loss_disc_real_1: 0.1598665416240692 (0.20110241952352226) | > loss_disc_real_2: 0.20006154477596283 (0.21263663028366864) | > loss_disc_real_3: 0.22713878750801086 (0.22797474637627602) | > loss_disc_real_4: 0.21969734132289886 (0.22817240213043988) | > loss_disc_real_5: 0.21727102994918823 (0.21693308115936816) | > loss_0: 2.3249402046203613 (2.326445125043392) | > grad_norm_0: tensor(19.3774, device='cuda:0') (tensor(11.5153, device='cuda:0')) | > loss_gen: 2.4011387825012207 (2.5153483636677265) | > loss_kl: 2.0129573345184326 (1.8506620656698942) | > loss_feat: 6.938390254974365 (7.2063247710466385) | > loss_mel: 18.427244186401367 (18.355031698942184) | > loss_duration: 2.043595314025879 (2.04344667866826) | > loss_1: 31.823326110839844 (31.9708137512207) | > grad_norm_1: tensor(290.0355, device='cuda:0') (tensor(142.9897, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3613 (0.36022158712148666) | > loader_time: 0.0036 (0.0033633820712566376)  --> TIME: 2024-06-11 07:37:21 -- STEP: 89/330 -- GLOBAL_STEP: 212500 | > loss_disc: 2.425076961517334 (2.3192263988966353) | > loss_disc_real_0: 0.1396908462047577 (0.10876446518670307) | > loss_disc_real_1: 0.16827954351902008 (0.19862030279100612) | > loss_disc_real_2: 0.2261776477098465 (0.21283046064082156) | > loss_disc_real_3: 0.2506010830402374 (0.22672078532449316) | > loss_disc_real_4: 0.2061351239681244 (0.22632121336594058) | > loss_disc_real_5: 0.19204846024513245 (0.21770257511165705) | > loss_0: 2.425076961517334 (2.3192263988966353) | > grad_norm_0: tensor(11.8954, device='cuda:0') (tensor(13.2227, device='cuda:0')) | > loss_gen: 2.3904061317443848 (2.5261086640733015) | > loss_kl: 1.9726029634475708 (1.856193141990833) | > loss_feat: 6.433732032775879 (7.230883309010709) | > loss_mel: 17.440536499023438 (18.3066104717469) | > loss_duration: 2.043353796005249 (2.03404469034645) | > loss_1: 30.280630111694336 (31.95384047004614) | > grad_norm_1: tensor(107.1223, device='cuda:0') (tensor(172.8203, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3639 (0.36244815922854984) | > loader_time: 0.0037 (0.0035091357284717344) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_212500.pth  --> TIME: 2024-06-11 07:37:36 -- STEP: 114/330 -- GLOBAL_STEP: 212525 | > loss_disc: 2.2822537422180176 (2.316600922952619) | > loss_disc_real_0: 0.08273066580295563 (0.1100179858244302) | > loss_disc_real_1: 0.17343592643737793 (0.19857992519412124) | > loss_disc_real_2: 0.2032480239868164 (0.21235384465309612) | > loss_disc_real_3: 0.2266818881034851 (0.22674442696989627) | > loss_disc_real_4: 0.21316903829574585 (0.22590714810710205) | > loss_disc_real_5: 0.17539875209331512 (0.21647362933869949) | > loss_0: 2.2822537422180176 (2.316600922952619) | > grad_norm_0: tensor(15.8356, device='cuda:0') (tensor(15.0810, device='cuda:0')) | > loss_gen: 2.5254769325256348 (2.5305670520715546) | > loss_kl: 1.8561815023422241 (1.8561585001778185) | > loss_feat: 7.440756320953369 (7.246397068626003) | > loss_mel: 18.17600440979004 (18.294369128712436) | > loss_duration: 2.0503227710723877 (2.0327490484505364) | > loss_1: 32.04874038696289 (31.9602409496642) | > grad_norm_1: tensor(316.3807, device='cuda:0') (tensor(192.3031, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3643 (0.3680238389132315) | > loader_time: 0.0039 (0.003671658666510331)  --> TIME: 2024-06-11 07:37:46 -- STEP: 139/330 -- GLOBAL_STEP: 212550 | > loss_disc: 2.3484954833984375 (2.326244892833902) | > loss_disc_real_0: 0.1500651240348816 (0.1115064739966564) | > loss_disc_real_1: 0.23108382523059845 (0.1990907044290639) | > loss_disc_real_2: 0.2049279361963272 (0.21372119246198118) | > loss_disc_real_3: 0.2261461317539215 (0.2276367956785847) | > loss_disc_real_4: 0.2160855084657669 (0.22613134465629248) | > loss_disc_real_5: 0.1933061182498932 (0.21709287327399357) | > loss_0: 2.3484954833984375 (2.326244892833902) | > grad_norm_0: tensor(45.5464, device='cuda:0') (tensor(17.3764, device='cuda:0')) | > loss_gen: 2.5018153190612793 (2.5338083565663947) | > loss_kl: 2.04569673538208 (1.858518933220733) | > loss_feat: 6.619663715362549 (7.227311981667717) | > loss_mel: 17.811357498168945 (18.286195562897827) | > loss_duration: 2.100649833679199 (2.0364093197335436) | > loss_1: 31.079185485839844 (31.942244262146435) | > grad_norm_1: tensor(205.9067, device='cuda:0') (tensor(205.0621, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3625 (0.3691319029965846) | > loader_time: 0.0042 (0.003774361644717429)  --> TIME: 2024-06-11 07:37:56 -- STEP: 164/330 -- GLOBAL_STEP: 212575 | > loss_disc: 2.3634281158447266 (2.326795247996727) | > loss_disc_real_0: 0.1600608229637146 (0.1121562404739784) | > loss_disc_real_1: 0.1870557814836502 (0.1988637077553969) | > loss_disc_real_2: 0.20034964382648468 (0.21340582447081077) | > loss_disc_real_3: 0.22206668555736542 (0.22788379359536054) | > loss_disc_real_4: 0.22417113184928894 (0.2252289874524605) | > loss_disc_real_5: 0.21676771342754364 (0.21767279314922122) | > loss_0: 2.3634281158447266 (2.326795247996727) | > grad_norm_0: tensor(61.6615, device='cuda:0') (tensor(19.6347, device='cuda:0')) | > loss_gen: 2.605092763900757 (2.542153176737995) | > loss_kl: 1.8412480354309082 (1.8582816349297036) | > loss_feat: 6.952048301696777 (7.254095673561096) | > loss_mel: 17.913450241088867 (18.264178648227603) | > loss_duration: 2.1176564693450928 (2.039132794228995) | > loss_1: 31.42949676513672 (31.957842047621565) | > grad_norm_1: tensor(207.2326, device='cuda:0') (tensor(220.7502, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.376 (0.3701900083844255) | > loader_time: 0.0047 (0.003870920437138255)  --> TIME: 2024-06-11 07:38:06 -- STEP: 189/330 -- GLOBAL_STEP: 212600 | > loss_disc: 2.272620677947998 (2.3259703621031758) | > loss_disc_real_0: 0.06394744664430618 (0.11135885377646124) | > loss_disc_real_1: 0.18271096050739288 (0.19841820790023393) | > loss_disc_real_2: 0.18611875176429749 (0.21303317581535017) | > loss_disc_real_3: 0.22947631776332855 (0.227993534197883) | > loss_disc_real_4: 0.1826607882976532 (0.22562056992735183) | > loss_disc_real_5: 0.19606052339076996 (0.21806301499800707) | > loss_0: 2.272620677947998 (2.3259703621031758) | > grad_norm_0: tensor(50.6975, device='cuda:0') (tensor(22.1012, device='cuda:0')) | > loss_gen: 2.7470827102661133 (2.544561705261311) | > loss_kl: 1.9314379692077637 (1.8610047057822898) | > loss_feat: 7.349602699279785 (7.257471533679458) | > loss_mel: 18.30764389038086 (18.21289226996206) | > loss_duration: 2.1071434020996094 (2.0454745444040436) | > loss_1: 32.442909240722656 (31.921404873883283) | > grad_norm_1: tensor(558.8231, device='cuda:0') (tensor(238.0758, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3892 (0.37293639006438084) | > loader_time: 0.0049 (0.003983158283132725)  --> TIME: 2024-06-11 07:38:16 -- STEP: 214/330 -- GLOBAL_STEP: 212625 | > loss_disc: 2.3731276988983154 (2.3311706280039854) | > loss_disc_real_0: 0.07747022062540054 (0.11335117439521808) | > loss_disc_real_1: 0.21958374977111816 (0.19838562183012465) | > loss_disc_real_2: 0.22874923050403595 (0.21343270515170054) | > loss_disc_real_3: 0.24074208736419678 (0.22818165154100578) | > loss_disc_real_4: 0.22443532943725586 (0.22562291431371298) | > loss_disc_real_5: 0.2081354260444641 (0.21841935165853144) | > loss_0: 2.3731276988983154 (2.3311706280039854) | > grad_norm_0: tensor(22.2870, device='cuda:0') (tensor(24.4156, device='cuda:0')) | > loss_gen: 2.4294886589050293 (2.541839286545727) | > loss_kl: 1.870262861251831 (1.865387931048313) | > loss_feat: 5.845195293426514 (7.2516087683561805) | > loss_mel: 17.251798629760742 (18.18347944277471) | > loss_duration: 2.1490671634674072 (2.0520096482517554) | > loss_1: 29.545812606811523 (31.894325185044902) | > grad_norm_1: tensor(315.1996, device='cuda:0') (tensor(255.7288, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.3947 (0.37523545951486753) | > loader_time: 0.0051 (0.004102127574314581)  --> TIME: 2024-06-11 07:38:26 -- STEP: 239/330 -- GLOBAL_STEP: 212650 | > loss_disc: 2.280224323272705 (2.333139185127355) | > loss_disc_real_0: 0.08879242092370987 (0.11439614379817471) | > loss_disc_real_1: 0.261874258518219 (0.1989529725772067) | > loss_disc_real_2: 0.2265038639307022 (0.21308487522801595) | > loss_disc_real_3: 0.23716367781162262 (0.2281264602888578) | > loss_disc_real_4: 0.2250354290008545 (0.22570246963072021) | > loss_disc_real_5: 0.22873954474925995 (0.21846997357561998) | > loss_0: 2.280224323272705 (2.333139185127355) | > grad_norm_0: tensor(18.2140, device='cuda:0') (tensor(24.4930, device='cuda:0')) | > loss_gen: 2.603644847869873 (2.5341341445635557) | > loss_kl: 1.9186326265335083 (1.8702858077931104) | > loss_feat: 7.175433158874512 (7.233355382496343) | > loss_mel: 17.952829360961914 (18.145665635623708) | > loss_duration: 2.089857816696167 (2.0598153000596167) | > loss_1: 31.74039649963379 (31.84325639573101) | > grad_norm_1: tensor(318.9716, device='cuda:0') (tensor(258.6357, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.4015 (0.37867645339486994) | > loader_time: 0.0064 (0.004236958515693952)  --> TIME: 2024-06-11 07:38:37 -- STEP: 264/330 -- GLOBAL_STEP: 212675 | > loss_disc: 2.3475663661956787 (2.334824602712285) | > loss_disc_real_0: 0.10653075575828552 (0.11519611142857959) | > loss_disc_real_1: 0.19736941158771515 (0.1997815948544126) | > loss_disc_real_2: 0.1880282312631607 (0.21292220507607315) | > loss_disc_real_3: 0.21412917971611023 (0.22806780994164222) | > loss_disc_real_4: 0.17917390167713165 (0.22586208706100783) | > loss_disc_real_5: 0.18971820175647736 (0.2186248605562882) | > loss_0: 2.3475663661956787 (2.334824602712285) | > grad_norm_0: tensor(15.2424, device='cuda:0') (tensor(23.9334, device='cuda:0')) | > loss_gen: 2.423438787460327 (2.529531440951608) | > loss_kl: 1.9093968868255615 (1.8733573592070378) | > loss_feat: 7.160208225250244 (7.232717286456716) | > loss_mel: 17.860549926757812 (18.11750505909777) | > loss_duration: 2.169874668121338 (2.0669420352487844) | > loss_1: 31.523468017578125 (31.820053266756464) | > grad_norm_1: tensor(197.5070, device='cuda:0') (tensor(254.0241, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.4262 (0.38291385950464196) | > loader_time: 0.0057 (0.004378243829264786)  --> TIME: 2024-06-11 07:38:48 -- STEP: 289/330 -- GLOBAL_STEP: 212700 | > loss_disc: 2.2431046962738037 (2.336944069416878) | > loss_disc_real_0: 0.09510021656751633 (0.11632392492312874) | > loss_disc_real_1: 0.16334451735019684 (0.20073862394453323) | > loss_disc_real_2: 0.1909259855747223 (0.2129618060939452) | > loss_disc_real_3: 0.22891275584697723 (0.22799555565452906) | > loss_disc_real_4: 0.24036259949207306 (0.22589023751577292) | > loss_disc_real_5: 0.2278224676847458 (0.21837470198378847) | > loss_0: 2.2431046962738037 (2.336944069416878) | > grad_norm_0: tensor(44.3619, device='cuda:0') (tensor(25.1924, device='cuda:0')) | > loss_gen: 2.591789722442627 (2.5272345608905944) | > loss_kl: 1.9012309312820435 (1.8768981113565835) | > loss_feat: 6.981550693511963 (7.235851532035221) | > loss_mel: 17.42013168334961 (18.082897265477175) | > loss_duration: 2.218325614929199 (2.0758983824904806) | > loss_1: 31.11302947998047 (31.798779906698577) | > grad_norm_1: tensor(397.3967, device='cuda:0') (tensor(264.9638, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.4625 (0.388367286602931) | > loader_time: 0.007 (0.004546964044801915)  --> TIME: 2024-06-11 07:39:01 -- STEP: 314/330 -- GLOBAL_STEP: 212725 | > loss_disc: 2.441833019256592 (2.338699600499147) | > loss_disc_real_0: 0.12926217913627625 (0.11768310700964396) | > loss_disc_real_1: 0.166737362742424 (0.2016602995669006) | > loss_disc_real_2: 0.2549601197242737 (0.21337817571345405) | > loss_disc_real_3: 0.23151452839374542 (0.2278857334119499) | > loss_disc_real_4: 0.2507251799106598 (0.22532667167437304) | > loss_disc_real_5: 0.25057947635650635 (0.21812254646021853) | > loss_0: 2.441833019256592 (2.338699600499147) | > grad_norm_0: tensor(24.2234, device='cuda:0') (tensor(27.0174, device='cuda:0')) | > loss_gen: 2.3336052894592285 (2.531768877035493) | > loss_kl: 2.0047428607940674 (1.8808653434370732) | > loss_feat: 6.751059055328369 (7.264832177739234) | > loss_mel: 17.182159423828125 (18.02811373874641) | > loss_duration: 2.2712392807006836 (2.0882561343490686) | > loss_1: 30.542804718017578 (31.793836320281788) | > grad_norm_1: tensor(255.6004, device='cuda:0') (tensor(277.4452, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.5318 (0.39668574834325526) | > loader_time: 0.0085 (0.004743362687955236)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2975738048553467 (2.2975738048553467) | > loss_disc_real_0: 0.09110626578330994 (0.09110626578330994) | > loss_disc_real_1: 0.1562020182609558 (0.1562020182609558) | > loss_disc_real_2: 0.2823447585105896 (0.2823447585105896) | > loss_disc_real_3: 0.29144302010536194 (0.29144302010536194) | > loss_disc_real_4: 0.24246659874916077 (0.24246659874916077) | > loss_disc_real_5: 0.23589999973773956 (0.23589999973773956) | > loss_0: 2.2975738048553467 (2.2975738048553467) | > loss_gen: 2.439646005630493 (2.439646005630493) | > loss_kl: 2.125063419342041 (2.125063419342041) | > loss_feat: 6.872916221618652 (6.872916221618652) | > loss_mel: 16.50174331665039 (16.50174331665039) | > loss_duration: 2.915193557739258 (2.915193557739258) | > loss_1: 30.854562759399414 (30.854562759399414)  --> STEP: 1 | > loss_disc: 2.287245988845825 (2.287245988845825) | > loss_disc_real_0: 0.129472553730011 (0.129472553730011) | > loss_disc_real_1: 0.17283685505390167 (0.17283685505390167) | > loss_disc_real_2: 0.16043637692928314 (0.16043637692928314) | > loss_disc_real_3: 0.24216985702514648 (0.24216985702514648) | > loss_disc_real_4: 0.25415289402008057 (0.25415289402008057) | > loss_disc_real_5: 0.2847755551338196 (0.2847755551338196) | > loss_0: 2.287245988845825 (2.287245988845825) | > loss_gen: 2.739940643310547 (2.739940643310547) | > loss_kl: 1.968672752380371 (1.968672752380371) | > loss_feat: 6.36091423034668 (6.36091423034668) | > loss_mel: 18.62467384338379 (18.62467384338379) | > loss_duration: 2.370112419128418 (2.370112419128418) | > loss_1: 32.06431579589844 (32.06431579589844)  --> STEP: 2 | > loss_disc: 2.2059855461120605 (2.246615767478943) | > loss_disc_real_0: 0.11161357164382935 (0.12054306268692017) | > loss_disc_real_1: 0.19018493592739105 (0.18151089549064636) | > loss_disc_real_2: 0.214616596698761 (0.18752648681402206) | > loss_disc_real_3: 0.2158643901348114 (0.22901712357997894) | > loss_disc_real_4: 0.26540616154670715 (0.25977952778339386) | > loss_disc_real_5: 0.19041579961776733 (0.23759567737579346) | > loss_0: 2.2059855461120605 (2.246615767478943) | > loss_gen: 2.534665822982788 (2.6373032331466675) | > loss_kl: 2.7477502822875977 (2.3582115173339844) | > loss_feat: 6.749072074890137 (6.554993152618408) | > loss_mel: 18.902530670166016 (18.763602256774902) | > loss_duration: 2.4670469760894775 (2.4185796976089478) | > loss_1: 33.401065826416016 (32.73269081115723)  --> STEP: 3 | > loss_disc: 2.2617690563201904 (2.251666863759359) | > loss_disc_real_0: 0.12614360451698303 (0.12240990996360779) | > loss_disc_real_1: 0.131618931889534 (0.16488024095694223) | > loss_disc_real_2: 0.18394623696804047 (0.18633307019869486) | > loss_disc_real_3: 0.22622621059417725 (0.2280868192513784) | > loss_disc_real_4: 0.17290222644805908 (0.23082042733828226) | > loss_disc_real_5: 0.2756504416465759 (0.25028059879938763) | > loss_0: 2.2617690563201904 (2.251666863759359) | > loss_gen: 2.4835541248321533 (2.5860535303751626) | > loss_kl: 3.2281224727630615 (2.6481818358103433) | > loss_feat: 7.205912113189697 (6.771966139475505) | > loss_mel: 17.65753173828125 (18.394912083943684) | > loss_duration: 2.311511993408203 (2.382890462875366) | > loss_1: 32.886634826660156 (32.78400548299154)  --> STEP: 4 | > loss_disc: 2.3515098094940186 (2.2766276001930237) | > loss_disc_real_0: 0.08603410422801971 (0.11331595852971077) | > loss_disc_real_1: 0.13416938483715057 (0.15720252692699432) | > loss_disc_real_2: 0.11690784245729446 (0.16897676326334476) | > loss_disc_real_3: 0.25761762261390686 (0.2354695200920105) | > loss_disc_real_4: 0.21010276675224304 (0.22564101219177246) | > loss_disc_real_5: 0.2948429584503174 (0.26142118871212006) | > loss_0: 2.3515098094940186 (2.2766276001930237) | > loss_gen: 2.314357042312622 (2.5181294083595276) | > loss_kl: 2.9378747940063477 (2.7206050753593445) | > loss_feat: 6.695380210876465 (6.752819657325745) | > loss_mel: 19.142505645751953 (18.581810474395752) | > loss_duration: 2.1863999366760254 (2.333767831325531) | > loss_1: 33.276519775390625 (32.90713405609131)  --> STEP: 5 | > loss_disc: 2.102720260620117 (2.241846132278442) | > loss_disc_real_0: 0.087614506483078 (0.10817566812038422) | > loss_disc_real_1: 0.17849738895893097 (0.16146149933338166) | > loss_disc_real_2: 0.1809433251619339 (0.17137007564306259) | > loss_disc_real_3: 0.23376761376857758 (0.23512913882732392) | > loss_disc_real_4: 0.16524635255336761 (0.2135620802640915) | > loss_disc_real_5: 0.2182324379682541 (0.25278343856334684) | > loss_0: 2.102720260620117 (2.241846132278442) | > loss_gen: 2.5121469497680664 (2.5169329166412355) | > loss_kl: 2.139561414718628 (2.604396343231201) | > loss_feat: 7.473028182983398 (6.896861362457275) | > loss_mel: 19.462623596191406 (18.75797309875488) | > loss_duration: 2.3723998069763184 (2.3414942264556884) | > loss_1: 33.95975875854492 (33.11765899658203)  --> STEP: 6 | > loss_disc: 2.382317304611206 (2.265257994333903) | > loss_disc_real_0: 0.09772758185863495 (0.10643432041009267) | > loss_disc_real_1: 0.1793348640203476 (0.16444039344787598) | > loss_disc_real_2: 0.23627106845378876 (0.1821869077781836) | > loss_disc_real_3: 0.27692264318466187 (0.24209472288688025) | > loss_disc_real_4: 0.23507601022720337 (0.21714773525794348) | > loss_disc_real_5: 0.22080717980861664 (0.24745406210422516) | > loss_0: 2.382317304611206 (2.265257994333903) | > loss_gen: 2.5078330039978027 (2.5154162645339966) | > loss_kl: 2.7987289428710938 (2.63678510983785) | > loss_feat: 6.774100303649902 (6.87640118598938) | > loss_mel: 19.40577507019043 (18.86594009399414) | > loss_duration: 2.1739401817321777 (2.3135685523351035) | > loss_1: 33.660377502441406 (33.20811208089193)  --> STEP: 7 | > loss_disc: 2.5001492500305176 (2.298813888004848) | > loss_disc_real_0: 0.05364692211151123 (0.09889326351029533) | > loss_disc_real_1: 0.20583362877368927 (0.17035371278013503) | > loss_disc_real_2: 0.18948626518249512 (0.1832296731216567) | > loss_disc_real_3: 0.33954766392707825 (0.25601657160690855) | > loss_disc_real_4: 0.27469202876091003 (0.2253683486155101) | > loss_disc_real_5: 0.26915910840034485 (0.25055478300367084) | > loss_0: 2.5001492500305176 (2.298813888004848) | > loss_gen: 2.1835031509399414 (2.4680001054491316) | > loss_kl: 3.763345241546631 (2.797722271510533) | > loss_feat: 5.362103462219238 (6.660072939736502) | > loss_mel: 17.53849220275879 (18.67630468096052) | > loss_duration: 2.546539783477783 (2.3468501567840576) | > loss_1: 31.39398193359375 (32.9489506312779)  --> STEP: 8 | > loss_disc: 2.3188424110412598 (2.3013174533843994) | > loss_disc_real_0: 0.09571900218725204 (0.09849648084491491) | > loss_disc_real_1: 0.11245576292276382 (0.16311646904796362) | > loss_disc_real_2: 0.20938672125339508 (0.186499304138124) | > loss_disc_real_3: 0.2305462807416916 (0.2528327852487564) | > loss_disc_real_4: 0.27225664258003235 (0.2312293853610754) | > loss_disc_real_5: 0.29795682430267334 (0.25648003816604614) | > loss_0: 2.3188424110412598 (2.3013174533843994) | > loss_gen: 2.7144320011138916 (2.4988040924072266) | > loss_kl: 3.1077566146850586 (2.8364765644073486) | > loss_feat: 10.821128845214844 (7.180204927921295) | > loss_mel: 21.5194149017334 (19.03169345855713) | > loss_duration: 2.213376998901367 (2.3301660120487213) | > loss_1: 40.37610626220703 (33.87734508514404)  --> STEP: 9 | > loss_disc: 2.168942451477051 (2.2866091198391385) | > loss_disc_real_0: 0.08307152986526489 (0.09678259740273158) | > loss_disc_real_1: 0.12566445767879486 (0.1589551344513893) | > loss_disc_real_2: 0.13136856257915497 (0.18037366618712744) | > loss_disc_real_3: 0.25032180547714233 (0.2525537874963548) | > loss_disc_real_4: 0.21583691239356995 (0.22951911058690813) | > loss_disc_real_5: 0.27468088269233704 (0.2585023542245229) | > loss_0: 2.168942451477051 (2.2866091198391385) | > loss_gen: 2.515669345855713 (2.5006780094570584) | > loss_kl: 2.449936628341675 (2.793527682622274) | > loss_feat: 7.370362281799316 (7.201333522796631) | > loss_mel: 20.917675018310547 (19.241246965196396) | > loss_duration: 2.1708006858825684 (2.3124587535858154) | > loss_1: 35.424442291259766 (34.049244774712456)  --> STEP: 10 | > loss_disc: 2.406467914581299 (2.2985949993133543) | > loss_disc_real_0: 0.15454217791557312 (0.10255855545401574) | > loss_disc_real_1: 0.1832943707704544 (0.16138905808329582) | > loss_disc_real_2: 0.24627676606178284 (0.18696397617459298) | > loss_disc_real_3: 0.25888562202453613 (0.253186970949173) | > loss_disc_real_4: 0.2508900463581085 (0.23165620416402816) | > loss_disc_real_5: 0.26817914843559265 (0.25947003364562987) | > loss_0: 2.406467914581299 (2.2985949993133543) | > loss_gen: 2.7387404441833496 (2.5244842529296876) | > loss_kl: 1.9111591577529907 (2.7052908301353455) | > loss_feat: 7.24017333984375 (7.205217504501343) | > loss_mel: 18.20340347290039 (19.137462615966797) | > loss_duration: 2.301353693008423 (2.311348247528076) | > loss_1: 32.394832611083984 (33.88380355834961)  --> STEP: 11 | > loss_disc: 2.295935869216919 (2.2983532602136787) | > loss_disc_real_0: 0.13816173374652863 (0.10579520802606236) | > loss_disc_real_1: 0.1497253030538559 (0.1603287167169831) | > loss_disc_real_2: 0.18893709778785706 (0.18714335086670789) | > loss_disc_real_3: 0.22513359785079956 (0.2506366643038663) | > loss_disc_real_4: 0.17159058153629303 (0.22619569301605225) | > loss_disc_real_5: 0.2801879644393921 (0.2613534818996083) | > loss_0: 2.295935869216919 (2.2983532602136787) | > loss_gen: 2.3972420692443848 (2.512916781685569) | > loss_kl: 3.2055490016937256 (2.750768845731562) | > loss_feat: 6.574181079864502 (7.147850556807085) | > loss_mel: 16.928077697753906 (18.93660944158381) | > loss_duration: 2.409485101699829 (2.3202697797255083) | > loss_1: 31.51453399658203 (33.66841541637074)  --> STEP: 12 | > loss_disc: 2.2053043842315674 (2.2905991872151694) | > loss_disc_real_0: 0.0629367008805275 (0.10222366576393445) | > loss_disc_real_1: 0.1725459098815918 (0.16134681614736715) | > loss_disc_real_2: 0.15934225916862488 (0.18482659322520098) | > loss_disc_real_3: 0.196061909198761 (0.2460887680451075) | > loss_disc_real_4: 0.2366994023323059 (0.22707100212574005) | > loss_disc_real_5: 0.3255281448364258 (0.2667013704776764) | > loss_0: 2.2053043842315674 (2.2905991872151694) | > loss_gen: 2.6789443492889404 (2.526752412319183) | > loss_kl: 2.2838134765625 (2.7118558983008065) | > loss_feat: 7.976303577423096 (7.2168883085250854) | > loss_mel: 19.056432723999023 (18.94659471511841) | > loss_duration: 2.264951467514038 (2.3156599203745523) | > loss_1: 34.26044464111328 (33.71775118509929)  --> STEP: 13 | > loss_disc: 2.113525390625 (2.2769781259390025) | > loss_disc_real_0: 0.1310202181339264 (0.10443878517701076) | > loss_disc_real_1: 0.1553589403629303 (0.1608862103177951) | > loss_disc_real_2: 0.21903085708618164 (0.1874576904452764) | > loss_disc_real_3: 0.186243936419487 (0.2414853194585213) | > loss_disc_real_4: 0.18866586685180664 (0.22411676095082209) | > loss_disc_real_5: 0.20054863393306732 (0.2616126984357834) | > loss_0: 2.113525390625 (2.2769781259390025) | > loss_gen: 3.007993221282959 (2.563770936085627) | > loss_kl: 2.300374984741211 (2.680203520334684) | > loss_feat: 8.109553337097168 (7.285554849184477) | > loss_mel: 18.237232208251953 (18.892028368436378) | > loss_duration: 2.2028722763061523 (2.3069839477539062) | > loss_1: 33.85802459716797 (33.72854144756611)  --> STEP: 14 | > loss_disc: 2.371506690979004 (2.2837301662990024) | > loss_disc_real_0: 0.07722616195678711 (0.1024950263755662) | > loss_disc_real_1: 0.10933857411146164 (0.157204236303057) | > loss_disc_real_2: 0.20113669335842133 (0.1884347620819296) | > loss_disc_real_3: 0.2998567819595337 (0.24565470963716504) | > loss_disc_real_4: 0.32039520144462585 (0.23099379241466522) | > loss_disc_real_5: 0.3210527002811432 (0.2658584128533091) | > loss_0: 2.371506690979004 (2.2837301662990024) | > loss_gen: 2.6241955757141113 (2.568086981773376) | > loss_kl: 3.657928705215454 (2.750041033540453) | > loss_feat: 7.025184154510498 (7.266956942422049) | > loss_mel: 21.637020111083984 (19.088099207196922) | > loss_duration: 2.4422607421875 (2.3166465759277344) | > loss_1: 37.38658905029297 (33.9898305620466)  --> STEP: 15 | > loss_disc: 2.2344532012939453 (2.280445035298665) | > loss_disc_real_0: 0.0829131007194519 (0.10118956466515859) | > loss_disc_real_1: 0.2322171926498413 (0.16220510005950928) | > loss_disc_real_2: 0.15365049242973328 (0.18611581077178319) | > loss_disc_real_3: 0.2699750065803528 (0.24727606276671088) | > loss_disc_real_4: 0.23727621138095856 (0.23141262034575144) | > loss_disc_real_5: 0.24193120002746582 (0.26426326533158623) | > loss_0: 2.2344532012939453 (2.280445035298665) | > loss_gen: 2.4735052585601807 (2.561781533559163) | > loss_kl: 2.9656972885131836 (2.764418117205302) | > loss_feat: 8.133633613586426 (7.324735387166341) | > loss_mel: 18.090076446533203 (19.021564356486007) | > loss_duration: 2.29724383354187 (2.3153530597686767) | > loss_1: 33.96015548706055 (33.9878522237142)  --> STEP: 16 | > loss_disc: 2.3648715019226074 (2.2857216894626617) | > loss_disc_real_0: 0.17017853260040283 (0.10550137516111135) | > loss_disc_real_1: 0.19642490148544312 (0.16434383764863014) | > loss_disc_real_2: 0.26463985443115234 (0.19102356350049376) | > loss_disc_real_3: 0.2734026312828064 (0.24890897329896686) | > loss_disc_real_4: 0.23689374327659607 (0.23175519052892923) | > loss_disc_real_5: 0.3677406907081604 (0.2707306044176221) | > loss_0: 2.3648715019226074 (2.2857216894626617) | > loss_gen: 3.2546327114105225 (2.605084732174873) | > loss_kl: 2.962224245071411 (2.7767810001969337) | > loss_feat: 8.0117826461792 (7.367675840854645) | > loss_mel: 16.841659545898438 (18.885320305824283) | > loss_duration: 2.354240894317627 (2.317783549427986) | > loss_1: 33.42454147338867 (33.952645301818855)  --> STEP: 17 | > loss_disc: 2.0228090286254883 (2.270256238825181) | > loss_disc_real_0: 0.07807806134223938 (0.10388823905411888) | > loss_disc_real_1: 0.15000438690185547 (0.1635003405458787) | > loss_disc_real_2: 0.23589609563350677 (0.1936631242142004) | > loss_disc_real_3: 0.26465263962745667 (0.2498350713182898) | > loss_disc_real_4: 0.2274976521730423 (0.23150474709623) | > loss_disc_real_5: 0.23338682949543 (0.2685339117751402) | > loss_0: 2.0228090286254883 (2.270256238825181) | > loss_gen: 2.8331520557403564 (2.6185004570904895) | > loss_kl: 2.1112735271453857 (2.737633501782137) | > loss_feat: 6.613193035125732 (7.32329449934118) | > loss_mel: 17.526700973510742 (18.805401521570545) | > loss_duration: 2.366476058959961 (2.320647814694573) | > loss_1: 31.450796127319336 (33.805477703318886)  --> STEP: 18 | > loss_disc: 2.186490535736084 (2.2656025886535645) | > loss_disc_real_0: 0.13932622969150543 (0.10585701631175147) | > loss_disc_real_1: 0.2181173712015152 (0.16653462002674738) | > loss_disc_real_2: 0.14489129185676575 (0.1909535779721207) | > loss_disc_real_3: 0.23824092745780945 (0.2491909522149298) | > loss_disc_real_4: 0.17460142076015472 (0.22834345118867028) | > loss_disc_real_5: 0.2149214893579483 (0.265555443863074) | > loss_0: 2.186490535736084 (2.2656025886535645) | > loss_gen: 3.055264949798584 (2.642765151129828) | > loss_kl: 2.373296022415161 (2.717392530706194) | > loss_feat: 9.09512710571289 (7.4217296441396075) | > loss_mel: 18.774890899658203 (18.80370648701986) | > loss_duration: 2.236685037612915 (2.315983215967814) | > loss_1: 35.53526306152344 (33.9015768898858)  --> STEP: 19 | > loss_disc: 2.2492423057556152 (2.2647415211326196) | > loss_disc_real_0: 0.12453223764896393 (0.10683992269792054) | > loss_disc_real_1: 0.15940500795841217 (0.1661593772863087) | > loss_disc_real_2: 0.24999667704105377 (0.19406110950206457) | > loss_disc_real_3: 0.26923421025276184 (0.2502458605327104) | > loss_disc_real_4: 0.26447248458862305 (0.230244979262352) | > loss_disc_real_5: 0.33489757776260376 (0.2692050298577861) | > loss_0: 2.2492423057556152 (2.2647415211326196) | > loss_gen: 3.188885450363159 (2.6715083247736877) | > loss_kl: 1.9717885255813599 (2.6781502146469918) | > loss_feat: 7.026943206787109 (7.40095141059474) | > loss_mel: 18.820011138916016 (18.804564626593343) | > loss_duration: 2.347047805786133 (2.3176181943793046) | > loss_1: 33.35467529296875 (33.87279259531122)  --> STEP: 20 | > loss_disc: 2.5204548835754395 (2.277527189254761) | > loss_disc_real_0: 0.1573707014322281 (0.10936646163463593) | > loss_disc_real_1: 0.20803487300872803 (0.16825315207242966) | > loss_disc_real_2: 0.28439420461654663 (0.19857776425778867) | > loss_disc_real_3: 0.3206247389316559 (0.2537648044526577) | > loss_disc_real_4: 0.3069656491279602 (0.2340810127556324) | > loss_disc_real_5: 0.3172372281551361 (0.27160663977265365) | > loss_0: 2.5204548835754395 (2.277527189254761) | > loss_gen: 2.7316477298736572 (2.6745152950286863) | > loss_kl: 2.4239919185638428 (2.6654422998428347) | > loss_feat: 6.390303134918213 (7.350418996810913) | > loss_mel: 18.06873321533203 (18.76777305603028) | > loss_duration: 2.3122987747192383 (2.317352223396301) | > loss_1: 31.92697525024414 (33.77550172805786)  --> STEP: 21 | > loss_disc: 2.130556344985962 (2.270528577622913) | > loss_disc_real_0: 0.13566115498542786 (0.11061858988943554) | > loss_disc_real_1: 0.19239290058612823 (0.1694026639064153) | > loss_disc_real_2: 0.19485148787498474 (0.19840032252527418) | > loss_disc_real_3: 0.21253366768360138 (0.25180141698746455) | > loss_disc_real_4: 0.21409758925437927 (0.23312942116033464) | > loss_disc_real_5: 0.2657049298286438 (0.2713256059657961) | > loss_0: 2.130556344985962 (2.270528577622913) | > loss_gen: 2.7952661514282227 (2.680265335809617) | > loss_kl: 2.0587668418884277 (2.636552992321196) | > loss_feat: 7.015715599060059 (7.334480739775158) | > loss_mel: 15.46523666381836 (18.610509418305902) | > loss_duration: 2.147974729537964 (2.3092866284506663) | > loss_1: 29.48295783996582 (33.571094876243954)  --> STEP: 22 | > loss_disc: 2.1418161392211914 (2.2646780122410166) | > loss_disc_real_0: 0.0809953585267067 (0.10927207937294786) | > loss_disc_real_1: 0.15067067742347717 (0.16855120997537265) | > loss_disc_real_2: 0.23066388070583344 (0.19986684789711778) | > loss_disc_real_3: 0.2586374282836914 (0.2521121447736567) | > loss_disc_real_4: 0.26419293880462646 (0.23454139923507517) | > loss_disc_real_5: 0.2920399606227875 (0.2722671675411139) | > loss_0: 2.1418161392211914 (2.2646780122410166) | > loss_gen: 2.99418306350708 (2.694534323432229) | > loss_kl: 2.366628646850586 (2.624283703890714) | > loss_feat: 9.067638397216797 (7.413260633295232) | > loss_mel: 18.433837890625 (18.602478894320406) | > loss_duration: 2.2040653228759766 (2.304503841833635) | > loss_1: 35.06635284423828 (33.63906114751642)  --> STEP: 23 | > loss_disc: 2.530486583709717 (2.2762349066526992) | > loss_disc_real_0: 0.10497035086154938 (0.10908504769853923) | > loss_disc_real_1: 0.16266602277755737 (0.1682953322711198) | > loss_disc_real_2: 0.2024533897638321 (0.19997930623914884) | > loss_disc_real_3: 0.2761966288089752 (0.2531592962534531) | > loss_disc_real_4: 0.23970544338226318 (0.23476592289364856) | > loss_disc_real_5: 0.27799132466316223 (0.2725160439377247) | > loss_0: 2.530486583709717 (2.2762349066526992) | > loss_gen: 2.3586645126342773 (2.679931288180144) | > loss_kl: 2.306013822555542 (2.6104458829630977) | > loss_feat: 8.398357391357422 (7.456090927124023) | > loss_mel: 14.77720832824707 (18.436162782752) | > loss_duration: 2.2330422401428223 (2.301396815673165) | > loss_1: 30.073286056518555 (33.48402744790782)  --> STEP: 24 | > loss_disc: 1.8686256408691406 (2.259251187245051) | > loss_disc_real_0: 0.0884479507803917 (0.10822516866028309) | > loss_disc_real_1: 0.20559856295585632 (0.16984963354965052) | > loss_disc_real_2: 0.17759552597999573 (0.1990466487283508) | > loss_disc_real_3: 0.16832083463668823 (0.2496243603527546) | > loss_disc_real_4: 0.14198757708072662 (0.23090015848477682) | > loss_disc_real_5: 0.21005664765834808 (0.2699135690927507) | > loss_0: 1.8686256408691406 (2.259251187245051) | > loss_gen: 2.9427027702331543 (2.6908800999323526) | > loss_kl: 2.442488193511963 (2.6034476459026337) | > loss_feat: 8.874319076538086 (7.515183766682942) | > loss_mel: 19.357086181640625 (18.474534591039028) | > loss_duration: 2.3952765464782715 (2.305308471123378) | > loss_1: 36.011871337890625 (33.589354276657104)  --> STEP: 25 | > loss_disc: 2.288851261138916 (2.2604351902008055) | > loss_disc_real_0: 0.09633144736289978 (0.10774941980838776) | > loss_disc_real_1: 0.13333800435066223 (0.168389168381691) | > loss_disc_real_2: 0.1769767850637436 (0.19816385418176652) | > loss_disc_real_3: 0.20687921345233917 (0.24791455447673796) | > loss_disc_real_4: 0.2179245501756668 (0.2303811341524124) | > loss_disc_real_5: 0.27155768871307373 (0.2699793338775636) | > loss_0: 2.288851261138916 (2.2604351902008055) | > loss_gen: 2.4509730339050293 (2.6812838172912596) | > loss_kl: 2.1505186557769775 (2.5853304862976074) | > loss_feat: 9.351951599121094 (7.588654479980469) | > loss_mel: 17.376951217651367 (18.43063125610352) | > loss_duration: 2.323411703109741 (2.3060326004028324) | > loss_1: 33.653804779052734 (33.59193229675293)  --> STEP: 26 | > loss_disc: 2.2784712314605713 (2.2611288840954122) | > loss_disc_real_0: 0.08328001201152802 (0.10680828873927777) | > loss_disc_real_1: 0.1374424695968628 (0.16719891073612067) | > loss_disc_real_2: 0.18919575214385986 (0.19781892718030855) | > loss_disc_real_3: 0.2630479335784912 (0.2484966075191131) | > loss_disc_real_4: 0.1882828176021576 (0.22876196813124877) | > loss_disc_real_5: 0.15616992115974426 (0.2656020487730321) | > loss_0: 2.2784712314605713 (2.2611288840954122) | > loss_gen: 2.0004475116729736 (2.6550978055367103) | > loss_kl: 2.3899190425872803 (2.577814661539518) | > loss_feat: 12.279150009155273 (7.7690581541795) | > loss_mel: 16.198514938354492 (18.344780628497787) | > loss_duration: 2.281891345977783 (2.3051040906172533) | > loss_1: 35.14992141723633 (33.65185495523306) --> EVAL PERFORMANCE | > avg_loader_time: 0.002437261434701773 (+9.729312016413779e-05) | > avg_loss_disc: 2.2611288840954122 (-0.11491079055345876) | > avg_loss_disc_real_0: 0.10680828873927777 (-0.007905348848838076) | > avg_loss_disc_real_1: 0.16719891073612067 (-0.01776427603684938) | > avg_loss_disc_real_2: 0.19781892718030855 (-0.012881507380650609) | > avg_loss_disc_real_3: 0.2484966075191131 (-0.006787370603818205) | > avg_loss_disc_real_4: 0.22876196813124877 (+0.011038255233031063) | > avg_loss_disc_real_5: 0.2656020487730321 (+0.042028724574125875) | > avg_loss_0: 2.2611288840954122 (-0.11491079055345876) | > avg_loss_gen: 2.6550978055367103 (+0.34186187157264136) | > avg_loss_kl: 2.577814661539518 (-0.0930749590580282) | > avg_loss_feat: 7.7690581541795 (+0.6289722552666293) | > avg_loss_mel: 18.344780628497787 (+0.5279136437636218) | > avg_loss_duration: 2.3051040906172533 (+0.0008190778585586145) | > avg_loss_1: 33.65185495523306 (+1.4064917197594227)  > EPOCH: 378/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:39:33)   --> TIME: 2024-06-11 07:39:37 -- STEP: 9/330 -- GLOBAL_STEP: 212750 | > loss_disc: 2.357609510421753 (2.3008849355909557) | > loss_disc_real_0: 0.12586133182048798 (0.10191606481870015) | > loss_disc_real_1: 0.20367342233657837 (0.1937925782468584) | > loss_disc_real_2: 0.25674518942832947 (0.21176488366391924) | > loss_disc_real_3: 0.23716309666633606 (0.22790591915448508) | > loss_disc_real_4: 0.24695029854774475 (0.2322841700580385) | > loss_disc_real_5: 0.2407333105802536 (0.23518317772282493) | > loss_0: 2.357609510421753 (2.3008849355909557) | > grad_norm_0: tensor(6.8151, device='cuda:0') (tensor(13.8743, device='cuda:0')) | > loss_gen: 2.522066354751587 (2.5597428480784097) | > loss_kl: 1.7215266227722168 (1.8558309608035617) | > loss_feat: 6.461520671844482 (6.9227555063035755) | > loss_mel: 17.99647331237793 (18.45915455288357) | > loss_duration: 2.1315667629241943 (2.177558872434828) | > loss_1: 30.833152770996094 (31.97504319085015) | > grad_norm_1: tensor(106.3419, device='cuda:0') (tensor(146.9380, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3538 (0.3591636021931966) | > loader_time: 0.0035 (0.0034353997972276476)  --> TIME: 2024-06-11 07:39:46 -- STEP: 34/330 -- GLOBAL_STEP: 212775 | > loss_disc: 2.2774925231933594 (2.297508050413693) | > loss_disc_real_0: 0.10565219819545746 (0.10325891962822746) | > loss_disc_real_1: 0.1879928559064865 (0.19814939490135977) | > loss_disc_real_2: 0.22054703533649445 (0.21134868220371358) | > loss_disc_real_3: 0.25598257780075073 (0.2247783660012133) | > loss_disc_real_4: 0.2348558008670807 (0.2255269508151447) | > loss_disc_real_5: 0.21663716435432434 (0.21771195574718363) | > loss_0: 2.2774925231933594 (2.297508050413693) | > grad_norm_0: tensor(10.8196, device='cuda:0') (tensor(12.5577, device='cuda:0')) | > loss_gen: 2.750917911529541 (2.5637576790416943) | > loss_kl: 1.8866705894470215 (1.8867833719534033) | > loss_feat: 8.255858421325684 (7.264076415230246) | > loss_mel: 19.331886291503906 (18.42588923959171) | > loss_duration: 2.06866192817688 (2.0691836616572212) | > loss_1: 34.29399490356445 (32.209690430585084) | > grad_norm_1: tensor(280.7878, device='cuda:0') (tensor(157.3583, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3525 (0.35828110049752626) | > loader_time: 0.0032 (0.003429560100331026)  --> TIME: 2024-06-11 07:39:55 -- STEP: 59/330 -- GLOBAL_STEP: 212800 | > loss_disc: 2.422111988067627 (2.3182287094956737) | > loss_disc_real_0: 0.09315018355846405 (0.10726807935763212) | > loss_disc_real_1: 0.17061744630336761 (0.1993940606460733) | > loss_disc_real_2: 0.31173738837242126 (0.21300992647470054) | > loss_disc_real_3: 0.23533134162425995 (0.22782740274728355) | > loss_disc_real_4: 0.2336149364709854 (0.2283067930552919) | > loss_disc_real_5: 0.25606051087379456 (0.22064999958216133) | > loss_0: 2.422111988067627 (2.3182287094956737) | > grad_norm_0: tensor(16.4411, device='cuda:0') (tensor(12.4765, device='cuda:0')) | > loss_gen: 2.4027481079101562 (2.5487611495842364) | > loss_kl: 2.022165060043335 (1.889365846827879) | > loss_feat: 6.767765522003174 (7.280388710862499) | > loss_mel: 17.27982521057129 (18.376463582960223) | > loss_duration: 1.9728200435638428 (2.040404465238926) | > loss_1: 30.445323944091797 (32.13538370294086) | > grad_norm_1: tensor(323.6471, device='cuda:0') (tensor(164.6511, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3575 (0.35613613209481965) | > loader_time: 0.0036 (0.003480195999145508)  --> TIME: 2024-06-11 07:40:04 -- STEP: 84/330 -- GLOBAL_STEP: 212825 | > loss_disc: 2.3011937141418457 (2.32797718615759) | > loss_disc_real_0: 0.09748362749814987 (0.10946345178499109) | > loss_disc_real_1: 0.19240349531173706 (0.19898270673695068) | > loss_disc_real_2: 0.21141254901885986 (0.21339763647743634) | > loss_disc_real_3: 0.2092820703983307 (0.2279402113386563) | > loss_disc_real_4: 0.22484040260314941 (0.22814100466313816) | > loss_disc_real_5: 0.24344408512115479 (0.21994744702464059) | > loss_0: 2.3011937141418457 (2.32797718615759) | > grad_norm_0: tensor(9.9514, device='cuda:0') (tensor(13.8460, device='cuda:0')) | > loss_gen: 2.4619507789611816 (2.5325355104037692) | > loss_kl: 1.9656989574432373 (1.898591833455222) | > loss_feat: 7.248908519744873 (7.288684975533259) | > loss_mel: 18.150848388671875 (18.35930376961118) | > loss_duration: 2.0917415618896484 (2.032067063308897) | > loss_1: 31.919147491455078 (32.11118307567778) | > grad_norm_1: tensor(93.5715, device='cuda:0') (tensor(182.6198, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3642 (0.35722676061448605) | > loader_time: 0.0036 (0.0035496694701058523)  --> TIME: 2024-06-11 07:40:14 -- STEP: 109/330 -- GLOBAL_STEP: 212850 | > loss_disc: 2.304793357849121 (2.3389989082966385) | > loss_disc_real_0: 0.12808483839035034 (0.11161802558723939) | > loss_disc_real_1: 0.20190370082855225 (0.20059489752721352) | > loss_disc_real_2: 0.2726415991783142 (0.2154846057432507) | > loss_disc_real_3: 0.228157177567482 (0.22802573387775946) | > loss_disc_real_4: 0.2280091941356659 (0.22804309728495573) | > loss_disc_real_5: 0.21799561381340027 (0.2192310250680381) | > loss_0: 2.304793357849121 (2.3389989082966385) | > grad_norm_0: tensor(27.0946, device='cuda:0') (tensor(14.0987, device='cuda:0')) | > loss_gen: 2.680934429168701 (2.524116774217798) | > loss_kl: 1.8893650770187378 (1.8997287126856113) | > loss_feat: 7.569570064544678 (7.258944100196208) | > loss_mel: 18.77535629272461 (18.355990716076775) | > loss_duration: 1.9681627750396729 (2.0320331798780944) | > loss_1: 32.88338851928711 (32.07081338025016) | > grad_norm_1: tensor(322.4001, device='cuda:0') (tensor(182.9085, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3682 (0.35863078406097704) | > loader_time: 0.0041 (0.003658909316456646)  --> TIME: 2024-06-11 07:40:23 -- STEP: 134/330 -- GLOBAL_STEP: 212875 | > loss_disc: 2.411844253540039 (2.3308211796319314) | > loss_disc_real_0: 0.11845538765192032 (0.1118890899442025) | > loss_disc_real_1: 0.2070939689874649 (0.20002424983835934) | > loss_disc_real_2: 0.2493366301059723 (0.2153777063115319) | > loss_disc_real_3: 0.21767158806324005 (0.22787941992282867) | > loss_disc_real_4: 0.22761255502700806 (0.2268328393128381) | > loss_disc_real_5: 0.21860606968402863 (0.21762795601762944) | > loss_0: 2.411844253540039 (2.3308211796319314) | > grad_norm_0: tensor(28.3976, device='cuda:0') (tensor(15.5380, device='cuda:0')) | > loss_gen: 2.664304256439209 (2.528522865096135) | > loss_kl: 1.9350472688674927 (1.898174516300657) | > loss_feat: 7.708907127380371 (7.261023439578156) | > loss_mel: 18.89011573791504 (18.318116615067666) | > loss_duration: 2.045651912689209 (2.034690582040529) | > loss_1: 33.24402618408203 (32.040527870405995) | > grad_norm_1: tensor(363.3847, device='cuda:0') (tensor(202.5014, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3761 (0.3619609697541195) | > loader_time: 0.0043 (0.0038171099193060574)  --> TIME: 2024-06-11 07:40:33 -- STEP: 159/330 -- GLOBAL_STEP: 212900 | > loss_disc: 2.1603074073791504 (2.3283844369012616) | > loss_disc_real_0: 0.1274738311767578 (0.11251026099114297) | > loss_disc_real_1: 0.15679985284805298 (0.19997628117507363) | > loss_disc_real_2: 0.18608392775058746 (0.21472421241631298) | > loss_disc_real_3: 0.20509271323680878 (0.2276894342411989) | > loss_disc_real_4: 0.1948801875114441 (0.2264837399593689) | > loss_disc_real_5: 0.1783590018749237 (0.21734722520945207) | > loss_0: 2.1603074073791504 (2.3283844369012616) | > grad_norm_0: tensor(6.5456, device='cuda:0') (tensor(18.9702, device='cuda:0')) | > loss_gen: 2.570875644683838 (2.5329908889794495) | > loss_kl: 2.057389497756958 (1.9024369499218539) | > loss_feat: 7.459653377532959 (7.256247115585039) | > loss_mel: 17.345033645629883 (18.300489437655084) | > loss_duration: 2.0511720180511475 (2.0368176391289654) | > loss_1: 31.48412322998047 (32.02898179060261) | > grad_norm_1: tensor(471.9256, device='cuda:0') (tensor(224.7174, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3909 (0.36591278232118635) | > loader_time: 0.005 (0.00394939476588987)  --> TIME: 2024-06-11 07:40:43 -- STEP: 184/330 -- GLOBAL_STEP: 212925 | > loss_disc: 2.398653030395508 (2.325578972049383) | > loss_disc_real_0: 0.13698945939540863 (0.11144272446551401) | > loss_disc_real_1: 0.21146880090236664 (0.1995209363167701) | > loss_disc_real_2: 0.21140877902507782 (0.21509322532169198) | > loss_disc_real_3: 0.2711241543292999 (0.22760605925451155) | > loss_disc_real_4: 0.27946919202804565 (0.22580895710574544) | > loss_disc_real_5: 0.23985248804092407 (0.21750940933175708) | > loss_0: 2.398653030395508 (2.325578972049383) | > grad_norm_0: tensor(51.5837, device='cuda:0') (tensor(20.4885, device='cuda:0')) | > loss_gen: 2.595302104949951 (2.5415990728399027) | > loss_kl: 1.9153785705566406 (1.9031524710033252) | > loss_feat: 7.250033855438232 (7.2684667887895005) | > loss_mel: 18.233245849609375 (18.26787444819576) | > loss_duration: 2.0718741416931152 (2.0426073787005032) | > loss_1: 32.065834045410156 (32.02369995739149) | > grad_norm_1: tensor(508.8507, device='cuda:0') (tensor(240.0200, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3764 (0.36920226527296984) | > loader_time: 0.0044 (0.00407480545665907)  --> TIME: 2024-06-11 07:40:53 -- STEP: 209/330 -- GLOBAL_STEP: 212950 | > loss_disc: 2.3444907665252686 (2.323851819243728) | > loss_disc_real_0: 0.06995567679405212 (0.11281441920325516) | > loss_disc_real_1: 0.1838350147008896 (0.19894563880833716) | > loss_disc_real_2: 0.22449195384979248 (0.21429978938479172) | > loss_disc_real_3: 0.21838390827178955 (0.2268367406854219) | > loss_disc_real_4: 0.19787384569644928 (0.22508061352814213) | > loss_disc_real_5: 0.18397268652915955 (0.21729784719111248) | > loss_0: 2.3444907665252686 (2.323851819243728) | > grad_norm_0: tensor(19.2678, device='cuda:0') (tensor(22.5187, device='cuda:0')) | > loss_gen: 2.427675724029541 (2.5421083167409213) | > loss_kl: 1.873834490776062 (1.8995024222506292) | > loss_feat: 7.260043144226074 (7.285721936294337) | > loss_mel: 18.076797485351562 (18.222705950577307) | > loss_duration: 2.1109704971313477 (2.049769589775485) | > loss_1: 31.74932098388672 (31.99980801486513) | > grad_norm_1: tensor(338.9663, device='cuda:0') (tensor(261.2453, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.3956 (0.3717370443937311) | > loader_time: 0.0054 (0.00419029436613384)  --> TIME: 2024-06-11 07:41:03 -- STEP: 234/330 -- GLOBAL_STEP: 212975 | > loss_disc: 2.2531516551971436 (2.326691335083074) | > loss_disc_real_0: 0.10257874429225922 (0.11322492028339806) | > loss_disc_real_1: 0.17539241909980774 (0.19925650234660536) | > loss_disc_real_2: 0.16275252401828766 (0.21407421519104233) | > loss_disc_real_3: 0.22105690836906433 (0.22765679689299348) | > loss_disc_real_4: 0.19946178793907166 (0.2255432563714492) | > loss_disc_real_5: 0.20195910334587097 (0.21737845655944613) | > loss_0: 2.2531516551971436 (2.326691335083074) | > grad_norm_0: tensor(29.4680, device='cuda:0') (tensor(23.4591, device='cuda:0')) | > loss_gen: 2.5972089767456055 (2.5385709002486663) | > loss_kl: 1.9110279083251953 (1.8977080853576334) | > loss_feat: 7.295809745788574 (7.2830840400141525) | > loss_mel: 17.892114639282227 (18.206733850332423) | > loss_duration: 2.126743793487549 (2.0575562155144826) | > loss_1: 31.822906494140625 (31.983652954427615) | > grad_norm_1: tensor(516.7990, device='cuda:0') (tensor(273.4789, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.4193 (0.374991724633763) | > loader_time: 0.0059 (0.004337610342563726)  --> TIME: 2024-06-11 07:41:14 -- STEP: 259/330 -- GLOBAL_STEP: 213000 | > loss_disc: 2.4834625720977783 (2.329527056815542) | > loss_disc_real_0: 0.10831717401742935 (0.11410548622831415) | > loss_disc_real_1: 0.15034043788909912 (0.19922345226565846) | > loss_disc_real_2: 0.2313471883535385 (0.21436353643428405) | > loss_disc_real_3: 0.24101446568965912 (0.2274586946692706) | > loss_disc_real_4: 0.24153845012187958 (0.2259580746695802) | > loss_disc_real_5: 0.2316475510597229 (0.21769954827991692) | > loss_0: 2.4834625720977783 (2.329527056815542) | > grad_norm_0: tensor(34.4483, device='cuda:0') (tensor(24.3041, device='cuda:0')) | > loss_gen: 2.2809970378875732 (2.5363975316861422) | > loss_kl: 1.9346058368682861 (1.9008238743631076) | > loss_feat: 7.276039123535156 (7.291782710543011) | > loss_mel: 17.18541145324707 (18.172002232673098) | > loss_duration: 2.1611714363098145 (2.064516603256283) | > loss_1: 30.838224411010742 (31.965522876577502) | > grad_norm_1: tensor(443.6716, device='cuda:0') (tensor(282.5153, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.4195 (0.37903484690603606) | > loader_time: 0.0059 (0.004491033701362756) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_213000.pth  --> TIME: 2024-06-11 07:41:30 -- STEP: 284/330 -- GLOBAL_STEP: 213025 | > loss_disc: 2.4513957500457764 (2.335132645889068) | > loss_disc_real_0: 0.1849166452884674 (0.11552129268751178) | > loss_disc_real_1: 0.2168637216091156 (0.1994340293319293) | > loss_disc_real_2: 0.2095390409231186 (0.21444911163457675) | > loss_disc_real_3: 0.24337543547153473 (0.2278076397701049) | > loss_disc_real_4: 0.20923160016536713 (0.2256564883593942) | > loss_disc_real_5: 0.21210454404354095 (0.2180214051524518) | > loss_0: 2.4513957500457764 (2.335132645889068) | > grad_norm_0: tensor(81.2772, device='cuda:0') (tensor(26.5318, device='cuda:0')) | > loss_gen: 2.522087812423706 (2.532753547312509) | > loss_kl: 2.0359609127044678 (1.9017844531737582) | > loss_feat: 6.98308801651001 (7.287148339647643) | > loss_mel: 17.334428787231445 (18.106607074468926) | > loss_duration: 2.176945209503174 (2.0733636835931044) | > loss_1: 31.052509307861328 (31.901657037332036) | > grad_norm_1: tensor(261.1216, device='cuda:0') (tensor(295.8900, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.4601 (0.3855677708773546) | > loader_time: 0.0061 (0.004654495648934807)  --> TIME: 2024-06-11 07:41:42 -- STEP: 309/330 -- GLOBAL_STEP: 213050 | > loss_disc: 2.4478352069854736 (2.339049357040801) | > loss_disc_real_0: 0.10794655978679657 (0.11673951620374683) | > loss_disc_real_1: 0.2017025351524353 (0.20006150663091915) | > loss_disc_real_2: 0.2209359109401703 (0.21508653399242159) | > loss_disc_real_3: 0.23584088683128357 (0.22786734732995145) | > loss_disc_real_4: 0.2579515874385834 (0.2255607703067724) | > loss_disc_real_5: 0.22353342175483704 (0.21836452354891014) | > loss_0: 2.4478352069854736 (2.339049357040801) | > grad_norm_0: tensor(52.0296, device='cuda:0') (tensor(28.1057, device='cuda:0')) | > loss_gen: 2.5701324939727783 (2.5349273218691937) | > loss_kl: 2.001384735107422 (1.9041397224352197) | > loss_feat: 7.0848541259765625 (7.307064520888344) | > loss_mel: 17.498106002807617 (18.062674167472572) | > loss_duration: 2.2491259574890137 (2.0844139481825352) | > loss_1: 31.40360450744629 (31.893219623750866) | > grad_norm_1: tensor(401.9902, device='cuda:0') (tensor(303.4167, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.5018 (0.393121792660562) | > loader_time: 0.0077 (0.0048474802554232385)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.451970100402832 (2.451970100402832) | > loss_disc_real_0: 0.15103253722190857 (0.15103253722190857) | > loss_disc_real_1: 0.14808052778244019 (0.14808052778244019) | > loss_disc_real_2: 0.2820369601249695 (0.2820369601249695) | > loss_disc_real_3: 0.2761947512626648 (0.2761947512626648) | > loss_disc_real_4: 0.20870380103588104 (0.20870380103588104) | > loss_disc_real_5: 0.22803139686584473 (0.22803139686584473) | > loss_0: 2.451970100402832 (2.451970100402832) | > loss_gen: 2.3794877529144287 (2.3794877529144287) | > loss_kl: 2.6061317920684814 (2.6061317920684814) | > loss_feat: 5.636362075805664 (5.636362075805664) | > loss_mel: 14.284879684448242 (14.284879684448242) | > loss_duration: 2.7461814880371094 (2.7461814880371094) | > loss_1: 27.653043746948242 (27.653043746948242)  --> STEP: 1 | > loss_disc: 2.362891435623169 (2.362891435623169) | > loss_disc_real_0: 0.11865116655826569 (0.11865116655826569) | > loss_disc_real_1: 0.12150486558675766 (0.12150486558675766) | > loss_disc_real_2: 0.1942441612482071 (0.1942441612482071) | > loss_disc_real_3: 0.27012595534324646 (0.27012595534324646) | > loss_disc_real_4: 0.29921630024909973 (0.29921630024909973) | > loss_disc_real_5: 0.2830232083797455 (0.2830232083797455) | > loss_0: 2.362891435623169 (2.362891435623169) | > loss_gen: 2.4974918365478516 (2.4974918365478516) | > loss_kl: 2.2007853984832764 (2.2007853984832764) | > loss_feat: 7.553325176239014 (7.553325176239014) | > loss_mel: 18.789899826049805 (18.789899826049805) | > loss_duration: 2.4697718620300293 (2.4697718620300293) | > loss_1: 33.51127243041992 (33.51127243041992)  --> STEP: 2 | > loss_disc: 2.338494300842285 (2.350692868232727) | > loss_disc_real_0: 0.13253673911094666 (0.12559395283460617) | > loss_disc_real_1: 0.15157784521579742 (0.13654135540127754) | > loss_disc_real_2: 0.24149148166179657 (0.21786782145500183) | > loss_disc_real_3: 0.2944507598876953 (0.2822883576154709) | > loss_disc_real_4: 0.27761292457580566 (0.2884146124124527) | > loss_disc_real_5: 0.23790539801120758 (0.26046430319547653) | > loss_0: 2.338494300842285 (2.350692868232727) | > loss_gen: 2.4721922874450684 (2.48484206199646) | > loss_kl: 3.1369402408599854 (2.668862819671631) | > loss_feat: 5.604948997497559 (6.579137086868286) | > loss_mel: 18.485647201538086 (18.637773513793945) | > loss_duration: 2.4903557300567627 (2.480063796043396) | > loss_1: 32.19008255004883 (32.850677490234375)  --> STEP: 3 | > loss_disc: 2.2914910316467285 (2.330958922704061) | > loss_disc_real_0: 0.09808272123336792 (0.11642354230086009) | > loss_disc_real_1: 0.09021903574466705 (0.12110058218240738) | > loss_disc_real_2: 0.20137199759483337 (0.21236921350161234) | > loss_disc_real_3: 0.2505033612251282 (0.27169335881869) | > loss_disc_real_4: 0.2639859616756439 (0.2802717288335164) | > loss_disc_real_5: 0.23438362777233124 (0.2517707447210948) | > loss_0: 2.2914910316467285 (2.330958922704061) | > loss_gen: 2.2949066162109375 (2.421530246734619) | > loss_kl: 3.107510805130005 (2.8150788148244223) | > loss_feat: 6.621943473815918 (6.593405882517497) | > loss_mel: 16.97724151611328 (18.08426284790039) | > loss_duration: 2.243633270263672 (2.401253620783488) | > loss_1: 31.245235443115234 (32.315530141194664)  --> STEP: 4 | > loss_disc: 2.17132306098938 (2.2910499572753906) | > loss_disc_real_0: 0.0824664831161499 (0.10793427750468254) | > loss_disc_real_1: 0.1496555656194687 (0.1282393280416727) | > loss_disc_real_2: 0.20081984996795654 (0.2094818726181984) | > loss_disc_real_3: 0.3146528899669647 (0.28243324160575867) | > loss_disc_real_4: 0.17694568634033203 (0.25444021821022034) | > loss_disc_real_5: 0.2489180564880371 (0.25105757266283035) | > loss_0: 2.17132306098938 (2.2910499572753906) | > loss_gen: 2.5736682415008545 (2.459564745426178) | > loss_kl: 2.9692435264587402 (2.8536199927330017) | > loss_feat: 7.485997200012207 (6.816553711891174) | > loss_mel: 20.08567237854004 (18.584615230560303) | > loss_duration: 2.2368011474609375 (2.3601405024528503) | > loss_1: 35.351383209228516 (33.074493408203125)  --> STEP: 5 | > loss_disc: 2.027473211288452 (2.238334608078003) | > loss_disc_real_0: 0.07701805979013443 (0.10175103396177292) | > loss_disc_real_1: 0.13487820327281952 (0.12956710308790206) | > loss_disc_real_2: 0.18971361219882965 (0.20552822053432465) | > loss_disc_real_3: 0.21716348826885223 (0.26937929093837737) | > loss_disc_real_4: 0.18266959488391876 (0.24008609354496002) | > loss_disc_real_5: 0.18887287378311157 (0.2386206328868866) | > loss_0: 2.027473211288452 (2.238334608078003) | > loss_gen: 2.52048397064209 (2.4717485904693604) | > loss_kl: 2.397409677505493 (2.7623779296875) | > loss_feat: 7.349173545837402 (6.92307767868042) | > loss_mel: 19.662687301635742 (18.800229644775392) | > loss_duration: 2.3650765419006348 (2.3611277103424073) | > loss_1: 34.29483413696289 (33.31856155395508)  --> STEP: 6 | > loss_disc: 2.2133538722991943 (2.234171152114868) | > loss_disc_real_0: 0.10960023105144501 (0.10305923347671826) | > loss_disc_real_1: 0.154423788189888 (0.13370988393823305) | > loss_disc_real_2: 0.1921786069869995 (0.2033032849431038) | > loss_disc_real_3: 0.26513490080833435 (0.2686718925833702) | > loss_disc_real_4: 0.22951559722423553 (0.2383243441581726) | > loss_disc_real_5: 0.19041964411735535 (0.23058713475863138) | > loss_0: 2.2133538722991943 (2.234171152114868) | > loss_gen: 2.340080738067627 (2.449803948402405) | > loss_kl: 2.5966899394989014 (2.734763264656067) | > loss_feat: 5.5480756759643555 (6.693910678227742) | > loss_mel: 18.377260208129883 (18.729734738667805) | > loss_duration: 2.155409336090088 (2.3268413146336875) | > loss_1: 31.017515182495117 (32.93505382537842)  --> STEP: 7 | > loss_disc: 2.012089490890503 (2.2024452005113875) | > loss_disc_real_0: 0.03150367736816406 (0.09283701117549624) | > loss_disc_real_1: 0.12880218029022217 (0.13300878341708863) | > loss_disc_real_2: 0.20028389990329742 (0.20287194422313146) | > loss_disc_real_3: 0.24335460364818573 (0.265055137021201) | > loss_disc_real_4: 0.2937495708465576 (0.24624223368508474) | > loss_disc_real_5: 0.2235552817583084 (0.22958258433001383) | > loss_0: 2.012089490890503 (2.2024452005113875) | > loss_gen: 2.7385387420654297 (2.4910517760685513) | > loss_kl: 2.981430768966675 (2.7700014795575822) | > loss_feat: 8.032672882080078 (6.885162421635219) | > loss_mel: 18.70375633239746 (18.726023537772043) | > loss_duration: 2.5596513748168945 (2.36009989465986) | > loss_1: 35.016048431396484 (33.232338769095286)  --> STEP: 8 | > loss_disc: 2.389643669128418 (2.2258450090885162) | > loss_disc_real_0: 0.18545188009738922 (0.10441386979073286) | > loss_disc_real_1: 0.19073569774627686 (0.14022464770823717) | > loss_disc_real_2: 0.18779349327087402 (0.20098713785409927) | > loss_disc_real_3: 0.24931104481220245 (0.2630871254950762) | > loss_disc_real_4: 0.20604437589645386 (0.2412175014615059) | > loss_disc_real_5: 0.17195990681648254 (0.2223797496408224) | > loss_0: 2.389643669128418 (2.2258450090885162) | > loss_gen: 2.365476608276367 (2.475354880094528) | > loss_kl: 2.6871249675750732 (2.7596419155597687) | > loss_feat: 7.445456027984619 (6.955199122428894) | > loss_mel: 15.885322570800781 (18.370935916900635) | > loss_duration: 2.230309247970581 (2.3438760638237) | > loss_1: 30.61368751525879 (32.90500736236572)  --> STEP: 9 | > loss_disc: 2.255948305130005 (2.229189819759793) | > loss_disc_real_0: 0.1056002527475357 (0.10454569011926651) | > loss_disc_real_1: 0.09828069806098938 (0.13556420885854298) | > loss_disc_real_2: 0.12534911930561066 (0.19258291357093388) | > loss_disc_real_3: 0.2025052160024643 (0.2563558022181193) | > loss_disc_real_4: 0.1436655968427658 (0.23037840094831255) | > loss_disc_real_5: 0.19686827063560486 (0.2195451408624649) | > loss_0: 2.255948305130005 (2.229189819759793) | > loss_gen: 2.0432894229888916 (2.427347607082791) | > loss_kl: 2.77176570892334 (2.7609890037112765) | > loss_feat: 10.358311653137207 (7.33332273695204) | > loss_mel: 19.54574966430664 (18.501470777723526) | > loss_duration: 2.1394424438476562 (2.321161217159695) | > loss_1: 36.858558654785156 (33.344290839301216)  --> STEP: 10 | > loss_disc: 2.6666464805603027 (2.272935485839844) | > loss_disc_real_0: 0.1875518262386322 (0.11284630373120308) | > loss_disc_real_1: 0.13279561698436737 (0.1352873496711254) | > loss_disc_real_2: 0.26693326234817505 (0.200017948448658) | > loss_disc_real_3: 0.3158973455429077 (0.26230995655059813) | > loss_disc_real_4: 0.28138431906700134 (0.23547899276018142) | > loss_disc_real_5: 0.32758891582489014 (0.23034951835870743) | > loss_0: 2.6666464805603027 (2.272935485839844) | > loss_gen: 2.3872933387756348 (2.4233421802520754) | > loss_kl: 2.478972911834717 (2.7327873945236205) | > loss_feat: 6.227851390838623 (7.222775602340699) | > loss_mel: 17.512954711914062 (18.40261917114258) | > loss_duration: 2.313202381134033 (2.320365333557129) | > loss_1: 30.92027473449707 (33.1018892288208)  --> STEP: 11 | > loss_disc: 2.172856330871582 (2.263837380842729) | > loss_disc_real_0: 0.09058821201324463 (0.1108228408477523) | > loss_disc_real_1: 0.11433544009923935 (0.13338263061913577) | > loss_disc_real_2: 0.19755150377750397 (0.1997937262058258) | > loss_disc_real_3: 0.23880863189697266 (0.26017347249117767) | > loss_disc_real_4: 0.2554408311843872 (0.23729370534420013) | > loss_disc_real_5: 0.20818138122558594 (0.2283342331647873) | > loss_0: 2.172856330871582 (2.263837380842729) | > loss_gen: 2.5012733936309814 (2.430426836013794) | > loss_kl: 2.3466897010803223 (2.6976876042105933) | > loss_feat: 7.113008499145508 (7.212796774777499) | > loss_mel: 17.930408477783203 (18.359690926291726) | > loss_duration: 2.4092788696289062 (2.3284483822909268) | > loss_1: 32.3006591796875 (33.02905013344505)  --> STEP: 12 | > loss_disc: 2.18855881690979 (2.2575641671816506) | > loss_disc_real_0: 0.03806772083044052 (0.10475991417964299) | > loss_disc_real_1: 0.14321492612361908 (0.1342019885778427) | > loss_disc_real_2: 0.15188388526439667 (0.1958012394607067) | > loss_disc_real_3: 0.2206689864397049 (0.2568814319868883) | > loss_disc_real_4: 0.21931809186935425 (0.23579573755462965) | > loss_disc_real_5: 0.2820703089237213 (0.23281223947803178) | > loss_0: 2.18855881690979 (2.2575641671816506) | > loss_gen: 2.3182456493377686 (2.421078403790792) | > loss_kl: 2.2795093059539795 (2.6628394126892085) | > loss_feat: 7.119487762451172 (7.205021023750305) | > loss_mel: 17.460046768188477 (18.284720579783123) | > loss_duration: 2.280817985534668 (2.3244791825612388) | > loss_1: 31.458106994628906 (32.898138205210365)  --> STEP: 13 | > loss_disc: 2.3775274753570557 (2.266792113964374) | > loss_disc_real_0: 0.19160816073417664 (0.11144054852999173) | > loss_disc_real_1: 0.1537708193063736 (0.13570728324926817) | > loss_disc_real_2: 0.2236202508211136 (0.19794116341150725) | > loss_disc_real_3: 0.30239659547805786 (0.26038259840928596) | > loss_disc_real_4: 0.22193065285682678 (0.23472919257787558) | > loss_disc_real_5: 0.23719313740730286 (0.23314923162643725) | > loss_0: 2.3775274753570557 (2.266792113964374) | > loss_gen: 2.3281354904174805 (2.4139289489159217) | > loss_kl: 2.4637961387634277 (2.6475283916179944) | > loss_feat: 6.345436096191406 (7.138899106245774) | > loss_mel: 16.70086669921875 (18.162885665893555) | > loss_duration: 2.180935859680176 (2.3134373884934645) | > loss_1: 30.019168853759766 (32.67667902432955)  --> STEP: 14 | > loss_disc: 2.4139468669891357 (2.277303167751857) | > loss_disc_real_0: 0.14657318592071533 (0.11395002262932914) | > loss_disc_real_1: 0.15168553590774536 (0.13684858701058797) | > loss_disc_real_2: 0.3090026080608368 (0.2058741237436022) | > loss_disc_real_3: 0.29246073961257935 (0.2626738942095212) | > loss_disc_real_4: 0.25300413370132446 (0.2360345455152648) | > loss_disc_real_5: 0.2633165419101715 (0.23530403950384685) | > loss_0: 2.4139468669891357 (2.277303167751857) | > loss_gen: 2.5046582221984863 (2.420409611293248) | > loss_kl: 3.1603639125823975 (2.684159500258309) | > loss_feat: 5.749791145324707 (7.039677109037127) | > loss_mel: 19.055490493774414 (18.22664315359933) | > loss_duration: 2.374270439147949 (2.317782606397356) | > loss_1: 32.844573974609375 (32.68867152077811)  --> STEP: 15 | > loss_disc: 2.3222362995147705 (2.2802987098693848) | > loss_disc_real_0: 0.1851944476366043 (0.11869965096314748) | > loss_disc_real_1: 0.1284559965133667 (0.13628908097743989) | > loss_disc_real_2: 0.22740133106708527 (0.20730927089850107) | > loss_disc_real_3: 0.2511862814426422 (0.2619080533583959) | > loss_disc_real_4: 0.27236226201057434 (0.23845639328161874) | > loss_disc_real_5: 0.19603142142295837 (0.23268586496512095) | > loss_0: 2.3222362995147705 (2.2802987098693848) | > loss_gen: 2.460226058959961 (2.423064041137695) | > loss_kl: 3.262566328048706 (2.7227199554443353) | > loss_feat: 7.264525413513184 (7.054666996002197) | > loss_mel: 18.81389045715332 (18.265792973836263) | > loss_duration: 2.3371870517730713 (2.3190762360890704) | > loss_1: 34.138397216796875 (32.78531990051269)  --> STEP: 16 | > loss_disc: 2.5646355152130127 (2.2980697602033615) | > loss_disc_real_0: 0.13893382251262665 (0.11996428668498993) | > loss_disc_real_1: 0.15025432407855988 (0.13716190867125988) | > loss_disc_real_2: 0.25944140553474426 (0.21056752931326628) | > loss_disc_real_3: 0.3164498507976532 (0.2653169156983495) | > loss_disc_real_4: 0.3356793522834778 (0.24453282821923494) | > loss_disc_real_5: 0.3489709496498108 (0.23995368275791407) | > loss_0: 2.5646355152130127 (2.2980697602033615) | > loss_gen: 2.664431095123291 (2.438149482011795) | > loss_kl: 2.0590267181396484 (2.6812391281127925) | > loss_feat: 6.541467666625977 (7.0225920379161835) | > loss_mel: 16.87003517150879 (18.178558111190796) | > loss_duration: 2.408491611480713 (2.3246646970510483) | > loss_1: 30.5434513092041 (32.6452031135559)  --> STEP: 17 | > loss_disc: 2.5776448249816895 (2.3145153522491455) | > loss_disc_real_0: 0.11296908557415009 (0.11955280426670523) | > loss_disc_real_1: 0.15311434864997864 (0.13810028749353745) | > loss_disc_real_2: 0.2924628257751465 (0.21538489969337687) | > loss_disc_real_3: 0.27311745285987854 (0.26577577082549825) | > loss_disc_real_4: 0.26997601985931396 (0.2460294865510043) | > loss_disc_real_5: 0.29218947887420654 (0.24302637664710774) | > loss_0: 2.5776448249816895 (2.3145153522491455) | > loss_gen: 2.220689535140991 (2.4253577204311596) | > loss_kl: 2.4024031162261963 (2.664837009766522) | > loss_feat: 5.827638149261475 (6.952300632701201) | > loss_mel: 17.806472778320312 (18.156670738669003) | > loss_duration: 2.3714146614074707 (2.327414694954367) | > loss_1: 30.628618240356445 (32.52658047395593)  --> STEP: 18 | > loss_disc: 2.2775917053222656 (2.3124640385309854) | > loss_disc_real_0: 0.09049735963344574 (0.11793861289819081) | > loss_disc_real_1: 0.1129845604300499 (0.1367049693233437) | > loss_disc_real_2: 0.18842656910419464 (0.21388721466064453) | > loss_disc_real_3: 0.20157304406166077 (0.2622089526719517) | > loss_disc_real_4: 0.19480203092098236 (0.24318351679378086) | > loss_disc_real_5: 0.17768599092960358 (0.2393963552183575) | > loss_0: 2.2775917053222656 (2.3124640385309854) | > loss_gen: 2.277452230453491 (2.4171407487657337) | > loss_kl: 2.294980764389038 (2.644289440578884) | > loss_feat: 8.691025733947754 (7.048896471659343) | > loss_mel: 19.467185974121094 (18.229477140638565) | > loss_duration: 2.2765016555786133 (2.324586192766825) | > loss_1: 35.007144927978516 (32.66438961029052)  --> STEP: 19 | > loss_disc: 2.4809701442718506 (2.3213327809383997) | > loss_disc_real_0: 0.2552517056465149 (0.12516561777968155) | > loss_disc_real_1: 0.15155421197414398 (0.13748650841022791) | > loss_disc_real_2: 0.24211342632770538 (0.21537280474838458) | > loss_disc_real_3: 0.2627581059932709 (0.26223785547833695) | > loss_disc_real_4: 0.29034948348999023 (0.24566593609358134) | > loss_disc_real_5: 0.2856483459472656 (0.241830670519879) | > loss_0: 2.4809701442718506 (2.3213327809383997) | > loss_gen: 2.539985179901123 (2.4236062451412805) | > loss_kl: 2.094594955444336 (2.6153581518875924) | > loss_feat: 6.601426124572754 (7.025345400760048) | > loss_mel: 17.30819320678711 (18.18098851254112) | > loss_duration: 2.336948871612549 (2.325236860074495) | > loss_1: 30.881149291992188 (32.57053485669587)  --> STEP: 20 | > loss_disc: 2.423444986343384 (2.326438391208649) | > loss_disc_real_0: 0.15436971187591553 (0.12662582248449325) | > loss_disc_real_1: 0.15363295376300812 (0.13829383067786694) | > loss_disc_real_2: 0.22559940814971924 (0.21588413491845132) | > loss_disc_real_3: 0.3070051670074463 (0.2644762210547924) | > loss_disc_real_4: 0.2457268238067627 (0.2456689804792404) | > loss_disc_real_5: 0.22564297914505005 (0.24102128595113753) | > loss_0: 2.423444986343384 (2.326438391208649) | > loss_gen: 2.311939239501953 (2.4180228948593143) | > loss_kl: 1.949758768081665 (2.582078182697296) | > loss_feat: 4.305567741394043 (6.889356517791748) | > loss_mel: 18.311479568481445 (18.187513065338134) | > loss_duration: 2.31835675239563 (2.324892854690552) | > loss_1: 29.19710350036621 (32.40186328887939)  --> STEP: 21 | > loss_disc: 2.5550262928009033 (2.3373235293797086) | > loss_disc_real_0: 0.11890000849962234 (0.1262579265804518) | > loss_disc_real_1: 0.11427124589681625 (0.13714989806924546) | > loss_disc_real_2: 0.2579222321510315 (0.2178859490723837) | > loss_disc_real_3: 0.21642246842384338 (0.26218794711998533) | > loss_disc_real_4: 0.24242065846920013 (0.2455142984787623) | > loss_disc_real_5: 0.1889916956424713 (0.23854368641262963) | > loss_0: 2.5550262928009033 (2.3373235293797086) | > loss_gen: 2.006009101867676 (2.398403190431141) | > loss_kl: 2.3122682571411133 (2.569230091004145) | > loss_feat: 6.392277717590332 (6.865686098734538) | > loss_mel: 14.29256820678711 (18.00203950064523) | > loss_duration: 2.1216378211975098 (2.3152140435718356) | > loss_1: 27.1247615814209 (32.15057273138137)  --> STEP: 22 | > loss_disc: 2.104809045791626 (2.3267546892166138) | > loss_disc_real_0: 0.17420580983161926 (0.12843737581914122) | > loss_disc_real_1: 0.14721956849098206 (0.13760761036114258) | > loss_disc_real_2: 0.1535651534795761 (0.2149622765454379) | > loss_disc_real_3: 0.20714056491851807 (0.259685793383555) | > loss_disc_real_4: 0.16369368135929108 (0.24179517951878635) | > loss_disc_real_5: 0.18380388617515564 (0.23605551367456262) | > loss_0: 2.104809045791626 (2.3267546892166138) | > loss_gen: 2.8080782890319824 (2.4170247858220884) | > loss_kl: 1.9921140670776367 (2.5429975444620307) | > loss_feat: 10.9172945022583 (7.049850117076527) | > loss_mel: 22.24820899963379 (18.195047205144707) | > loss_duration: 2.1901004314422607 (2.3095270612023096) | > loss_1: 40.15579605102539 (32.51444651863791)  --> STEP: 23 | > loss_disc: 2.287864923477173 (2.325063829836638) | > loss_disc_real_0: 0.13284769654273987 (0.1286291288940803) | > loss_disc_real_1: 0.15420746803283691 (0.13832934330339014) | > loss_disc_real_2: 0.23564667999744415 (0.21586159843465555) | > loss_disc_real_3: 0.31600329279899597 (0.26213438031466113) | > loss_disc_real_4: 0.22647884488105774 (0.24112925192584161) | > loss_disc_real_5: 0.21429352462291718 (0.23510934023753458) | > loss_0: 2.287864923477173 (2.325063829836638) | > loss_gen: 2.600292444229126 (2.424992944883264) | > loss_kl: 2.4131710529327393 (2.5373529143955396) | > loss_feat: 7.002311706542969 (7.047783229662024) | > loss_mel: 19.750186920166016 (18.262661975363024) | > loss_duration: 2.2865476608276367 (2.3085279568381933) | > loss_1: 34.05250930786133 (32.58131881382154)  --> STEP: 24 | > loss_disc: 2.1762964725494385 (2.3188651899496713) | > loss_disc_real_0: 0.11301164329051971 (0.12797840032726526) | > loss_disc_real_1: 0.12889809906482697 (0.13793637479345) | > loss_disc_real_2: 0.21441136300563812 (0.2158011719584465) | > loss_disc_real_3: 0.23964489996433258 (0.26119731863339746) | > loss_disc_real_4: 0.23032285273075104 (0.24067898529271284) | > loss_disc_real_5: 0.23859021067619324 (0.23525437650581202) | > loss_0: 2.1762964725494385 (2.3188651899496713) | > loss_gen: 2.401390790939331 (2.424009521802267) | > loss_kl: 2.1183066368103027 (2.5198926528294883) | > loss_feat: 5.558990478515625 (6.985750198364258) | > loss_mel: 18.86467742919922 (18.287745952606198) | > loss_duration: 2.4092791080474854 (2.312725921471914) | > loss_1: 31.352643966674805 (32.53012402852376)  --> STEP: 25 | > loss_disc: 2.4117209911346436 (2.3225794219970703) | > loss_disc_real_0: 0.1914149522781372 (0.13051586240530014) | > loss_disc_real_1: 0.11964862793684006 (0.1372048649191856) | > loss_disc_real_2: 0.2566468417644501 (0.21743499875068664) | > loss_disc_real_3: 0.26487424969673157 (0.26134439587593083) | > loss_disc_real_4: 0.2548941373825073 (0.24124759137630464) | > loss_disc_real_5: 0.26931315660476685 (0.2366167277097702) | > loss_0: 2.4117209911346436 (2.3225794219970703) | > loss_gen: 2.6356923580169678 (2.432476835250855) | > loss_kl: 2.5298726558685303 (2.5202918529510496) | > loss_feat: 7.432896614074707 (7.0036360549926755) | > loss_mel: 15.628206253051758 (18.18136436462402) | > loss_duration: 2.3384342193603516 (2.3137542533874513) | > loss_1: 30.56510353088379 (32.45152320861816)  --> STEP: 26 | > loss_disc: 2.702181816101074 (2.3371795140779934) | > loss_disc_real_0: 0.24423940479755402 (0.1348898448050022) | > loss_disc_real_1: 0.19340571761131287 (0.13936643617657513) | > loss_disc_real_2: 0.1824306845664978 (0.2160886789743717) | > loss_disc_real_3: 0.2872045636177063 (0.26233901771215296) | > loss_disc_real_4: 0.25393104553222656 (0.24173541653614777) | > loss_disc_real_5: 0.27085623145103455 (0.23793363169981882) | > loss_0: 2.702181816101074 (2.3371795140779934) | > loss_gen: 2.003964424133301 (2.4159955886694107) | > loss_kl: 2.3248984813690186 (2.512776723274818) | > loss_feat: 5.941549301147461 (6.962786564460168) | > loss_mel: 11.232583045959473 (17.914103544675385) | > loss_duration: 2.2858119010925293 (2.3126795475299544) | > loss_1: 23.788806915283203 (32.118341812720665) --> EVAL PERFORMANCE | > avg_loader_time: 0.002469172844519982 (+3.1911409818209235e-05) | > avg_loss_disc: 2.3371795140779934 (+0.07605062998258116) | > avg_loss_disc_real_0: 0.1348898448050022 (+0.028081556065724447) | > avg_loss_disc_real_1: 0.13936643617657513 (-0.027832474559545545) | > avg_loss_disc_real_2: 0.2160886789743717 (+0.01826975179406315) | > avg_loss_disc_real_3: 0.26233901771215296 (+0.013842410193039861) | > avg_loss_disc_real_4: 0.24173541653614777 (+0.012973448404899002) | > avg_loss_disc_real_5: 0.23793363169981882 (-0.027668417073213297) | > avg_loss_0: 2.3371795140779934 (+0.07605062998258116) | > avg_loss_gen: 2.4159955886694107 (-0.2391022168672996) | > avg_loss_kl: 2.512776723274818 (-0.06503793826469995) | > avg_loss_feat: 6.962786564460168 (-0.8062715897193318) | > avg_loss_mel: 17.914103544675385 (-0.43067708382240255) | > avg_loss_duration: 2.3126795475299544 (+0.007575456912701117) | > avg_loss_1: 32.118341812720665 (-1.5335131425123976)  > EPOCH: 379/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:42:14)   --> TIME: 2024-06-11 07:42:16 -- STEP: 4/330 -- GLOBAL_STEP: 213075 | > loss_disc: 2.2202601432800293 (2.2232564091682434) | > loss_disc_real_0: 0.08681608736515045 (0.10846377722918987) | > loss_disc_real_1: 0.16725829243659973 (0.21529411524534225) | > loss_disc_real_2: 0.19734428822994232 (0.20696907863020897) | > loss_disc_real_3: 0.18680566549301147 (0.21054306253790855) | > loss_disc_real_4: 0.21381835639476776 (0.20385481789708138) | > loss_disc_real_5: 0.2214198261499405 (0.19776571914553642) | > loss_0: 2.2202601432800293 (2.2232564091682434) | > grad_norm_0: tensor(8.4114, device='cuda:0') (tensor(7.5332, device='cuda:0')) | > loss_gen: 2.37532114982605 (2.558074414730072) | > loss_kl: 1.3542383909225464 (1.721378117799759) | > loss_feat: 6.8307671546936035 (7.206483840942383) | > loss_mel: 18.419525146484375 (18.781505584716797) | > loss_duration: 2.232964515686035 (2.2431820034980774) | > loss_1: 31.212814331054688 (32.51062297821045) | > grad_norm_1: tensor(72.6063, device='cuda:0') (tensor(73.9448, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3512 (0.34559082984924316) | > loader_time: 0.0027 (0.003467381000518799)  --> TIME: 2024-06-11 07:42:25 -- STEP: 29/330 -- GLOBAL_STEP: 213100 | > loss_disc: 2.3356544971466064 (2.293530751918924) | > loss_disc_real_0: 0.13452035188674927 (0.1081324399545275) | > loss_disc_real_1: 0.195018470287323 (0.20320331998940172) | > loss_disc_real_2: 0.24865463376045227 (0.20689237374683905) | > loss_disc_real_3: 0.2503472864627838 (0.22108639571173438) | > loss_disc_real_4: 0.2659730315208435 (0.22984102728037997) | > loss_disc_real_5: 0.23461021482944489 (0.2159159204055523) | > loss_0: 2.3356544971466064 (2.293530751918924) | > grad_norm_0: tensor(6.3840, device='cuda:0') (tensor(8.9170, device='cuda:0')) | > loss_gen: 2.6179141998291016 (2.534517353978649) | > loss_kl: 1.6924939155578613 (1.7906311585985382) | > loss_feat: 6.348795413970947 (7.22180463527811) | > loss_mel: 18.18251609802246 (18.288204324656512) | > loss_duration: 2.0505523681640625 (2.081646002572158) | > loss_1: 30.892271041870117 (31.91680303113214) | > grad_norm_1: tensor(75.9696, device='cuda:0') (tensor(116.5025, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3461 (0.3538561525015995) | > loader_time: 0.0032 (0.003283656876662682)  --> TIME: 2024-06-11 07:42:34 -- STEP: 54/330 -- GLOBAL_STEP: 213125 | > loss_disc: 2.350541591644287 (2.301662065364696) | > loss_disc_real_0: 0.07530811429023743 (0.10885747066802448) | > loss_disc_real_1: 0.18598730862140656 (0.19936481090607466) | > loss_disc_real_2: 0.2010086178779602 (0.21096897180433627) | > loss_disc_real_3: 0.24851663410663605 (0.2251424295482812) | > loss_disc_real_4: 0.23413319885730743 (0.22706367323795953) | > loss_disc_real_5: 0.19800779223442078 (0.2155238045034585) | > loss_0: 2.350541591644287 (2.301662065364696) | > grad_norm_0: tensor(7.7970, device='cuda:0') (tensor(9.3162, device='cuda:0')) | > loss_gen: 2.4032142162323 (2.5209252172046237) | > loss_kl: 1.9236056804656982 (1.8212424450450473) | > loss_feat: 7.2746663093566895 (7.216000971970735) | > loss_mel: 18.645164489746094 (18.27130550808376) | > loss_duration: 2.0126380920410156 (2.0507493615150456) | > loss_1: 32.2592887878418 (31.88022330955223) | > grad_norm_1: tensor(57.7070, device='cuda:0') (tensor(114.1084, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3592 (0.35605698161655003) | > loader_time: 0.0042 (0.0034037033716837564)  --> TIME: 2024-06-11 07:42:44 -- STEP: 79/330 -- GLOBAL_STEP: 213150 | > loss_disc: 2.303990602493286 (2.3180691350864464) | > loss_disc_real_0: 0.09474115073680878 (0.11072262621755842) | > loss_disc_real_1: 0.19089294970035553 (0.19782708981369113) | > loss_disc_real_2: 0.17594321072101593 (0.2122285473573057) | > loss_disc_real_3: 0.20507729053497314 (0.22753392159938812) | > loss_disc_real_4: 0.22018130123615265 (0.2268875448764125) | > loss_disc_real_5: 0.23327524960041046 (0.21669053691851942) | > loss_0: 2.303990602493286 (2.3180691350864464) | > grad_norm_0: tensor(18.6122, device='cuda:0') (tensor(10.3109, device='cuda:0')) | > loss_gen: 2.4452924728393555 (2.5254150463055964) | > loss_kl: 1.8773428201675415 (1.8434475298169293) | > loss_feat: 6.782881736755371 (7.27467196500754) | > loss_mel: 18.25209617614746 (18.30099110663691) | > loss_duration: 1.9828550815582275 (2.037181167662898) | > loss_1: 31.34046745300293 (31.981706812411925) | > grad_norm_1: tensor(201.1213, device='cuda:0') (tensor(120.8864, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3753 (0.3584200370160839) | > loader_time: 0.0036 (0.0035119237779062005)  --> TIME: 2024-06-11 07:42:53 -- STEP: 104/330 -- GLOBAL_STEP: 213175 | > loss_disc: 2.289449691772461 (2.31972283583421) | > loss_disc_real_0: 0.1222740113735199 (0.1116601901415449) | > loss_disc_real_1: 0.1789812296628952 (0.1982458778298818) | > loss_disc_real_2: 0.19233253598213196 (0.21172743648863757) | > loss_disc_real_3: 0.2187248021364212 (0.22666937041168028) | > loss_disc_real_4: 0.2228204607963562 (0.22718054471680751) | > loss_disc_real_5: 0.1901206225156784 (0.21678924861435706) | > loss_0: 2.289449691772461 (2.31972283583421) | > grad_norm_0: tensor(7.8068, device='cuda:0') (tensor(9.7483, device='cuda:0')) | > loss_gen: 2.631795883178711 (2.5246673982877) | > loss_kl: 1.870030164718628 (1.8525937371529066) | > loss_feat: 7.576622486114502 (7.265844125014085) | > loss_mel: 18.379180908203125 (18.29479701702411) | > loss_duration: 2.0725162029266357 (2.03526713183293) | > loss_1: 32.53014373779297 (31.973169345122116) | > grad_norm_1: tensor(76.5340, device='cuda:0') (tensor(114.9260, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3698 (0.36071076759925247) | > loader_time: 0.0041 (0.0036031191165630636)  --> TIME: 2024-06-11 07:43:03 -- STEP: 129/330 -- GLOBAL_STEP: 213200 | > loss_disc: 2.311776638031006 (2.3176313056502234) | > loss_disc_real_0: 0.10554516315460205 (0.11312251774839653) | > loss_disc_real_1: 0.18435539305210114 (0.19808738164661463) | > loss_disc_real_2: 0.19677114486694336 (0.21229411615419758) | > loss_disc_real_3: 0.21071140468120575 (0.22620318125384722) | > loss_disc_real_4: 0.2182515412569046 (0.22657683249129806) | > loss_disc_real_5: 0.19566643238067627 (0.2162138056154399) | > loss_0: 2.311776638031006 (2.3176313056502234) | > grad_norm_0: tensor(29.1620, device='cuda:0') (tensor(10.5244, device='cuda:0')) | > loss_gen: 2.455791711807251 (2.5274890430213874) | > loss_kl: 1.8003231287002563 (1.8606670799181444) | > loss_feat: 7.005551338195801 (7.27764556574267) | > loss_mel: 18.625076293945312 (18.289259651834648) | > loss_duration: 2.018998146057129 (2.035525681436524) | > loss_1: 31.905738830566406 (31.990587027497995) | > grad_norm_1: tensor(211.0465, device='cuda:0') (tensor(124.5318, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3645 (0.36453403613364044) | > loader_time: 0.0039 (0.003672322561574537)  --> TIME: 2024-06-11 07:43:13 -- STEP: 154/330 -- GLOBAL_STEP: 213225 | > loss_disc: 2.3369712829589844 (2.3216147778870218) | > loss_disc_real_0: 0.09852592647075653 (0.11356325128248759) | > loss_disc_real_1: 0.21170060336589813 (0.19908308179734588) | > loss_disc_real_2: 0.18750271201133728 (0.21207769476361085) | > loss_disc_real_3: 0.24721404910087585 (0.22725469425514147) | > loss_disc_real_4: 0.21732182800769806 (0.22635163357118507) | > loss_disc_real_5: 0.20873479545116425 (0.2162110587799704) | > loss_0: 2.3369712829589844 (2.3216147778870218) | > grad_norm_0: tensor(5.8469, device='cuda:0') (tensor(11.6952, device='cuda:0')) | > loss_gen: 2.578173875808716 (2.526493750609361) | > loss_kl: 1.908410906791687 (1.8674558741705758) | > loss_feat: 6.825927734375 (7.266254536517255) | > loss_mel: 17.6979923248291 (18.27998321087329) | > loss_duration: 2.031069278717041 (2.037360563680723) | > loss_1: 31.041574478149414 (31.977547905661844) | > grad_norm_1: tensor(144.4801, device='cuda:0') (tensor(142.1357, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3757 (0.3672661502639967) | > loader_time: 0.0039 (0.003743715100474172)  --> TIME: 2024-06-11 07:43:22 -- STEP: 179/330 -- GLOBAL_STEP: 213250 | > loss_disc: 2.5054845809936523 (2.323052538173825) | > loss_disc_real_0: 0.16291415691375732 (0.11406924425723167) | > loss_disc_real_1: 0.18964840471744537 (0.19940203561463168) | > loss_disc_real_2: 0.2611128091812134 (0.21327753331741137) | > loss_disc_real_3: 0.23245278000831604 (0.22682731960738836) | > loss_disc_real_4: 0.21688681840896606 (0.2258110670737048) | > loss_disc_real_5: 0.2373465597629547 (0.21657326750915143) | > loss_0: 2.5054845809936523 (2.323052538173825) | > grad_norm_0: tensor(68.0813, device='cuda:0') (tensor(14.5368, device='cuda:0')) | > loss_gen: 2.513887405395508 (2.5309776007796136) | > loss_kl: 1.9239389896392822 (1.876220521314184) | > loss_feat: 7.330877304077148 (7.247703946502515) | > loss_mel: 17.739437103271484 (18.24498513291001) | > loss_duration: 2.102179765701294 (2.042840325632575) | > loss_1: 31.610321044921875 (31.94272752047917) | > grad_norm_1: tensor(358.0858, device='cuda:0') (tensor(166.2653, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.3964 (0.36995202735815635) | > loader_time: 0.0044 (0.0038434966316436255)  --> TIME: 2024-06-11 07:43:33 -- STEP: 204/330 -- GLOBAL_STEP: 213275 | > loss_disc: 2.263960123062134 (2.3280042515081503) | > loss_disc_real_0: 0.12352359294891357 (0.11481557830291636) | > loss_disc_real_1: 0.19643017649650574 (0.19982248822263643) | > loss_disc_real_2: 0.20632445812225342 (0.2133224740186158) | > loss_disc_real_3: 0.19420987367630005 (0.22697641013884076) | > loss_disc_real_4: 0.18042360246181488 (0.22645622586794928) | > loss_disc_real_5: 0.1729947179555893 (0.21694091086586317) | > loss_0: 2.263960123062134 (2.3280042515081503) | > grad_norm_0: tensor(5.3863, device='cuda:0') (tensor(17.3224, device='cuda:0')) | > loss_gen: 2.636106491088867 (2.5377287806249127) | > loss_kl: 1.9859652519226074 (1.882068222059923) | > loss_feat: 9.000319480895996 (7.257356884432774) | > loss_mel: 18.934280395507812 (18.203328955407237) | > loss_duration: 2.0471110343933105 (2.0496662837617534) | > loss_1: 34.603782653808594 (31.93014907836914) | > grad_norm_1: tensor(457.9872, device='cuda:0') (tensor(191.6577, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.4131 (0.3735512050927854) | > loader_time: 0.0046 (0.0039654888358770625)  --> TIME: 2024-06-11 07:43:43 -- STEP: 229/330 -- GLOBAL_STEP: 213300 | > loss_disc: 2.4394357204437256 (2.329605031742278) | > loss_disc_real_0: 0.21599501371383667 (0.1155434582366173) | > loss_disc_real_1: 0.19093024730682373 (0.2005002078270808) | > loss_disc_real_2: 0.2086319774389267 (0.21354902122478814) | > loss_disc_real_3: 0.20672905445098877 (0.22691847364454812) | > loss_disc_real_4: 0.2141529768705368 (0.22545949093119025) | > loss_disc_real_5: 0.2156294733285904 (0.21674258727173618) | > loss_0: 2.4394357204437256 (2.329605031742278) | > grad_norm_0: tensor(56.5895, device='cuda:0') (tensor(20.6287, device='cuda:0')) | > loss_gen: 2.534923791885376 (2.5407536644081876) | > loss_kl: 1.921596884727478 (1.8844083818285746) | > loss_feat: 7.280642986297607 (7.2550160291413555) | > loss_mel: 18.462060928344727 (18.170749780913106) | > loss_duration: 2.1368155479431152 (2.0574095535486534) | > loss_1: 32.33604049682617 (31.908337380688263) | > grad_norm_1: tensor(480.3380, device='cuda:0') (tensor(217.3041, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.4059 (0.3772304838921826) | > loader_time: 0.0053 (0.004079390821498553)  --> TIME: 2024-06-11 07:43:54 -- STEP: 254/330 -- GLOBAL_STEP: 213325 | > loss_disc: 2.3563172817230225 (2.3313339291595088) | > loss_disc_real_0: 0.1541709303855896 (0.1165922946758627) | > loss_disc_real_1: 0.18419313430786133 (0.1999420765347368) | > loss_disc_real_2: 0.22450463473796844 (0.21331734749979858) | > loss_disc_real_3: 0.20686499774456024 (0.22703924628458624) | > loss_disc_real_4: 0.1952485293149948 (0.2260895413089925) | > loss_disc_real_5: 0.18523164093494415 (0.21703493131661977) | > loss_0: 2.3563172817230225 (2.3313339291595088) | > grad_norm_0: tensor(41.9413, device='cuda:0') (tensor(23.2684, device='cuda:0')) | > loss_gen: 2.408485174179077 (2.5388653325283617) | > loss_kl: 2.0034053325653076 (1.8869126373388636) | > loss_feat: 7.31644868850708 (7.2401778040908455) | > loss_mel: 17.57833480834961 (18.133027392109547) | > loss_duration: 2.092684745788574 (2.0638887755514115) | > loss_1: 31.39936065673828 (31.862871883422372) | > grad_norm_1: tensor(399.6879, device='cuda:0') (tensor(233.4827, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.4375 (0.3821950418742623) | > loader_time: 0.0055 (0.004225581649720196)  --> TIME: 2024-06-11 07:44:05 -- STEP: 279/330 -- GLOBAL_STEP: 213350 | > loss_disc: 2.324237585067749 (2.3312235630541283) | > loss_disc_real_0: 0.10151025652885437 (0.1169277901450793) | > loss_disc_real_1: 0.22939901053905487 (0.20023639639005014) | > loss_disc_real_2: 0.21299508213996887 (0.21358159830706946) | > loss_disc_real_3: 0.21853326261043549 (0.22688316369569428) | > loss_disc_real_4: 0.19848106801509857 (0.22554288884644869) | > loss_disc_real_5: 0.21190513670444489 (0.21681120580456165) | > loss_0: 2.324237585067749 (2.3312235630541283) | > grad_norm_0: tensor(22.4149, device='cuda:0') (tensor(23.1845, device='cuda:0')) | > loss_gen: 2.5162770748138428 (2.5348380483606805) | > loss_kl: 1.8546713590621948 (1.892182871005014) | > loss_feat: 7.946335315704346 (7.254426221266442) | > loss_mel: 17.395137786865234 (18.079198768916523) | > loss_duration: 2.144209861755371 (2.0724471072569526) | > loss_1: 31.856632232666016 (31.833092980060098) | > grad_norm_1: tensor(154.4744, device='cuda:0') (tensor(238.3461, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.4433 (0.38733677539346895) | > loader_time: 0.0057 (0.004385920835652229)  --> TIME: 2024-06-11 07:44:17 -- STEP: 304/330 -- GLOBAL_STEP: 213375 | > loss_disc: 2.4881770610809326 (2.338383296602649) | > loss_disc_real_0: 0.14989826083183289 (0.11851071083526078) | > loss_disc_real_1: 0.21408440172672272 (0.20092627538466146) | > loss_disc_real_2: 0.17320793867111206 (0.21373811197516165) | > loss_disc_real_3: 0.23999550938606262 (0.22721560951322317) | > loss_disc_real_4: 0.22916315495967865 (0.2262489106996279) | > loss_disc_real_5: 0.2247912436723709 (0.21735389422821375) | > loss_0: 2.4881770610809326 (2.338383296602649) | > grad_norm_0: tensor(32.4857, device='cuda:0') (tensor(23.8041, device='cuda:0')) | > loss_gen: 2.31465482711792 (2.5241866558790194) | > loss_kl: 1.948897123336792 (1.8948468871806796) | > loss_feat: 7.734588146209717 (7.254859929022036) | > loss_mel: 16.85222625732422 (18.018065132592852) | > loss_duration: 2.2188563346862793 (2.082460719111716) | > loss_1: 31.069223403930664 (31.774419295160396) | > grad_norm_1: tensor(422.3763, device='cuda:0') (tensor(243.7831, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.4831 (0.3938176451545012) | > loader_time: 0.0069 (0.004562066573845709)  --> TIME: 2024-06-11 07:44:45 -- STEP: 329/330 -- GLOBAL_STEP: 213400 | > loss_disc: 2.3894741535186768 (2.343282656829045) | > loss_disc_real_0: 0.22982601821422577 (0.12013555093920339) | > loss_disc_real_1: 0.2641659080982208 (0.20142745292295447) | > loss_disc_real_2: 0.18080353736877441 (0.2135960019468174) | > loss_disc_real_3: 0.1564619243144989 (0.2272115242879804) | > loss_disc_real_4: 0.1978522390127182 (0.2266465265609573) | > loss_disc_real_5: 0.15438449382781982 (0.2176875872452571) | > loss_0: 2.3894741535186768 (2.343282656829045) | > grad_norm_0: tensor(11.0099, device='cuda:0') (tensor(24.3389, device='cuda:0')) | > loss_gen: 2.4006831645965576 (2.522536434301125) | > loss_kl: 2.201653003692627 (1.9047068879234754) | > loss_feat: 12.307700157165527 (7.356992431687004) | > loss_mel: 19.310943603515625 (18.00331518642808) | > loss_duration: 2.2788069248199463 (2.096048353290846) | > loss_1: 38.49979019165039 (31.883599272614916) | > grad_norm_1: tensor(96.7692, device='cuda:0') (tensor(247.4145, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 13.8755 (0.44767768114895806) | > loader_time: 0.0329 (0.005009199710602451)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.256896495819092 (2.256896495819092) | > loss_disc_real_0: 0.16068491339683533 (0.16068491339683533) | > loss_disc_real_1: 0.3224458396434784 (0.3224458396434784) | > loss_disc_real_2: 0.2965157628059387 (0.2965157628059387) | > loss_disc_real_3: 0.21617504954338074 (0.21617504954338074) | > loss_disc_real_4: 0.19180545210838318 (0.19180545210838318) | > loss_disc_real_5: 0.17942044138908386 (0.17942044138908386) | > loss_0: 2.256896495819092 (2.256896495819092) | > loss_gen: 2.8166663646698 (2.8166663646698) | > loss_kl: 2.262967824935913 (2.262967824935913) | > loss_feat: 8.055986404418945 (8.055986404418945) | > loss_mel: 17.517255783081055 (17.517255783081055) | > loss_duration: 2.8079023361206055 (2.8079023361206055) | > loss_1: 33.460777282714844 (33.460777282714844)  --> STEP: 1 | > loss_disc: 2.5132200717926025 (2.5132200717926025) | > loss_disc_real_0: 0.13778941333293915 (0.13778941333293915) | > loss_disc_real_1: 0.26937997341156006 (0.26937997341156006) | > loss_disc_real_2: 0.23007790744304657 (0.23007790744304657) | > loss_disc_real_3: 0.2507680058479309 (0.2507680058479309) | > loss_disc_real_4: 0.2744191586971283 (0.2744191586971283) | > loss_disc_real_5: 0.2080281674861908 (0.2080281674861908) | > loss_0: 2.5132200717926025 (2.5132200717926025) | > loss_gen: 2.293070077896118 (2.293070077896118) | > loss_kl: 2.342775583267212 (2.342775583267212) | > loss_feat: 6.34546422958374 (6.34546422958374) | > loss_mel: 17.501384735107422 (17.501384735107422) | > loss_duration: 2.3760716915130615 (2.3760716915130615) | > loss_1: 30.858766555786133 (30.858766555786133)  --> STEP: 2 | > loss_disc: 2.5868945121765137 (2.550057291984558) | > loss_disc_real_0: 0.10710633546113968 (0.12244787439703941) | > loss_disc_real_1: 0.24726291000843048 (0.25832144170999527) | > loss_disc_real_2: 0.2242206186056137 (0.22714926302433014) | > loss_disc_real_3: 0.3091811239719391 (0.279974564909935) | > loss_disc_real_4: 0.3597177565097809 (0.3170684576034546) | > loss_disc_real_5: 0.3937295377254486 (0.3008788526058197) | > loss_0: 2.5868945121765137 (2.550057291984558) | > loss_gen: 2.600135564804077 (2.4466028213500977) | > loss_kl: 3.0145418643951416 (2.6786587238311768) | > loss_feat: 5.693217754364014 (6.019340991973877) | > loss_mel: 20.051986694335938 (18.77668571472168) | > loss_duration: 2.5005898475646973 (2.4383307695388794) | > loss_1: 33.8604736328125 (32.359620094299316)  --> STEP: 3 | > loss_disc: 2.416536331176758 (2.5055503050486245) | > loss_disc_real_0: 0.16260328888893127 (0.13583301256100336) | > loss_disc_real_1: 0.24110047519207 (0.2525811195373535) | > loss_disc_real_2: 0.19719405472278595 (0.21716419359048209) | > loss_disc_real_3: 0.24587716162204742 (0.2686087638139725) | > loss_disc_real_4: 0.3015640676021576 (0.3119003276030223) | > loss_disc_real_5: 0.21763025224208832 (0.27312931915124256) | > loss_0: 2.416536331176758 (2.5055503050486245) | > loss_gen: 2.370786190032959 (2.4213306109110513) | > loss_kl: 2.5726318359375 (2.6433164278666177) | > loss_feat: 6.2922043800354 (6.110295454661052) | > loss_mel: 16.078536987304688 (17.877302805582683) | > loss_duration: 2.3344900608062744 (2.4037171999613443) | > loss_1: 29.648649215698242 (31.455963134765625)  --> STEP: 4 | > loss_disc: 2.265015125274658 (2.445416510105133) | > loss_disc_real_0: 0.1417222023010254 (0.13730530999600887) | > loss_disc_real_1: 0.1854093223810196 (0.23578817024827003) | > loss_disc_real_2: 0.2399645447731018 (0.222864281386137) | > loss_disc_real_3: 0.20368987321853638 (0.25237904116511345) | > loss_disc_real_4: 0.21037235856056213 (0.2865183353424072) | > loss_disc_real_5: 0.15725509822368622 (0.24416076391935349) | > loss_0: 2.265015125274658 (2.445416510105133) | > loss_gen: 2.533395290374756 (2.4493467807769775) | > loss_kl: 2.8473222255706787 (2.694317877292633) | > loss_feat: 8.647851943969727 (6.74468457698822) | > loss_mel: 17.931184768676758 (17.8907732963562) | > loss_duration: 2.306918144226074 (2.379517436027527) | > loss_1: 34.26667404174805 (32.15864086151123)  --> STEP: 5 | > loss_disc: 2.4371337890625 (2.4437599658966063) | > loss_disc_real_0: 0.17226359248161316 (0.14429696649312973) | > loss_disc_real_1: 0.24819891154766083 (0.2382703185081482) | > loss_disc_real_2: 0.24222171306610107 (0.22673576772212983) | > loss_disc_real_3: 0.20581281185150146 (0.24306579530239106) | > loss_disc_real_4: 0.274142324924469 (0.2840431332588196) | > loss_disc_real_5: 0.17445071041584015 (0.23021875321865082) | > loss_0: 2.4371337890625 (2.4437599658966063) | > loss_gen: 2.206601619720459 (2.4007977485656737) | > loss_kl: 2.02919864654541 (2.5612940311431887) | > loss_feat: 4.988516807556152 (6.3934510231018065) | > loss_mel: 18.612350463867188 (18.035088729858398) | > loss_duration: 2.349372386932373 (2.373488426208496) | > loss_1: 30.1860408782959 (31.764120864868165)  --> STEP: 6 | > loss_disc: 2.562042713165283 (2.4634737571080527) | > loss_disc_real_0: 0.08364779502153397 (0.13418877124786377) | > loss_disc_real_1: 0.22997704148292542 (0.23688810567061105) | > loss_disc_real_2: 0.24438950419425964 (0.22967805713415146) | > loss_disc_real_3: 0.2959977090358734 (0.2518877809246381) | > loss_disc_real_4: 0.3524717092514038 (0.2954478959242503) | > loss_disc_real_5: 0.3024788498878479 (0.242262102663517) | > loss_0: 2.562042713165283 (2.4634737571080527) | > loss_gen: 2.420698881149292 (2.404114603996277) | > loss_kl: 2.587606430053711 (2.565679430961609) | > loss_feat: 4.9740891456604 (6.156890710194905) | > loss_mel: 19.232851028442383 (18.234715779622395) | > loss_duration: 2.141270875930786 (2.334785501162211) | > loss_1: 31.356515884399414 (31.696186701456707)  --> STEP: 7 | > loss_disc: 2.1103079319000244 (2.4130214963640486) | > loss_disc_real_0: 0.14168313145637512 (0.13525939413479396) | > loss_disc_real_1: 0.26138800382614136 (0.2403880911214011) | > loss_disc_real_2: 0.19780440628528595 (0.2251246784414564) | > loss_disc_real_3: 0.25024718046188354 (0.2516534094299589) | > loss_disc_real_4: 0.2727949917316437 (0.2922117667538779) | > loss_disc_real_5: 0.15105237066745758 (0.22923214094979422) | > loss_0: 2.1103079319000244 (2.4130214963640486) | > loss_gen: 2.851785898208618 (2.4680676460266113) | > loss_kl: 3.7372705936431885 (2.733049597058977) | > loss_feat: 7.542633056640625 (6.354853902544294) | > loss_mel: 18.362308502197266 (18.252943311418807) | > loss_duration: 2.471097469329834 (2.3542586394718716) | > loss_1: 34.96509552001953 (32.16317367553711)  --> STEP: 8 | > loss_disc: 2.372504234313965 (2.407956838607788) | > loss_disc_real_0: 0.12651419639587402 (0.13416624441742897) | > loss_disc_real_1: 0.15293119847774506 (0.2294559795409441) | > loss_disc_real_2: 0.2775730490684509 (0.2316807247698307) | > loss_disc_real_3: 0.2982694208621979 (0.25748041085898876) | > loss_disc_real_4: 0.2496337592601776 (0.2868895158171654) | > loss_disc_real_5: 0.17692069709300995 (0.2226932104676962) | > loss_0: 2.372504234313965 (2.407956838607788) | > loss_gen: 2.3973543643951416 (2.4592284858226776) | > loss_kl: 2.9350249767303467 (2.7582965195178986) | > loss_feat: 8.134805679321289 (6.5773478746414185) | > loss_mel: 18.661184310913086 (18.30397343635559) | > loss_duration: 2.214231252670288 (2.3367552161216736) | > loss_1: 34.34259796142578 (32.43560171127319)  --> STEP: 9 | > loss_disc: 2.1533169746398926 (2.379663520389133) | > loss_disc_real_0: 0.14274245500564575 (0.13511915670500863) | > loss_disc_real_1: 0.2170606255531311 (0.22807871798674265) | > loss_disc_real_2: 0.1832095980644226 (0.22629504402478537) | > loss_disc_real_3: 0.19874779880046844 (0.2509545650747087) | > loss_disc_real_4: 0.17302612960338593 (0.2742380284600788) | > loss_disc_real_5: 0.11301597207784653 (0.2105068506466018) | > loss_0: 2.1533169746398926 (2.379663520389133) | > loss_gen: 2.6061301231384277 (2.475550889968872) | > loss_kl: 2.184851884841919 (2.6945804489983454) | > loss_feat: 8.744598388671875 (6.818153487311469) | > loss_mel: 19.475605010986328 (18.434154722425674) | > loss_duration: 2.110156536102295 (2.3115775850084095) | > loss_1: 35.121341705322266 (32.734017266167534)  --> STEP: 10 | > loss_disc: 2.559584617614746 (2.3976556301116942) | > loss_disc_real_0: 0.23608218133449554 (0.1452154591679573) | > loss_disc_real_1: 0.2380414605140686 (0.22907499223947525) | > loss_disc_real_2: 0.21599045395851135 (0.22526458501815796) | > loss_disc_real_3: 0.20522095263004303 (0.24638120383024215) | > loss_disc_real_4: 0.22984033823013306 (0.2697982594370842) | > loss_disc_real_5: 0.14893852174282074 (0.2043500177562237) | > loss_0: 2.559584617614746 (2.3976556301116942) | > loss_gen: 2.173706293106079 (2.4453664302825926) | > loss_kl: 2.6576859951019287 (2.6908910036087037) | > loss_feat: 5.816436767578125 (6.717981815338135) | > loss_mel: 19.613525390625 (18.552091789245605) | > loss_duration: 2.323720932006836 (2.312791919708252) | > loss_1: 32.58507537841797 (32.71912307739258)  --> STEP: 11 | > loss_disc: 2.631659746170044 (2.4189287315715444) | > loss_disc_real_0: 0.1608809530735016 (0.14663959497755225) | > loss_disc_real_1: 0.2563656270503998 (0.23155595904046838) | > loss_disc_real_2: 0.3220127522945404 (0.23405987295237454) | > loss_disc_real_3: 0.29811832308769226 (0.25108457830819214) | > loss_disc_real_4: 0.3338852822780609 (0.27562435242262756) | > loss_disc_real_5: 0.2839963734149933 (0.21159059554338455) | > loss_0: 2.631659746170044 (2.4189287315715444) | > loss_gen: 2.5909430980682373 (2.4586006728085605) | > loss_kl: 3.317775011062622 (2.747880458831787) | > loss_feat: 4.511429309844971 (6.517386133020574) | > loss_mel: 16.90301513671875 (18.40217572992498) | > loss_duration: 2.436079502105713 (2.3239998817443848) | > loss_1: 29.759241104125977 (32.4500428980047)  --> STEP: 12 | > loss_disc: 2.326664686203003 (2.411240061124166) | > loss_disc_real_0: 0.15761423110961914 (0.14755414798855782) | > loss_disc_real_1: 0.27420204877853394 (0.23510979985197386) | > loss_disc_real_2: 0.2420426309108734 (0.23472510278224945) | > loss_disc_real_3: 0.24196448922157288 (0.2503245708843072) | > loss_disc_real_4: 0.26963168382644653 (0.27512496337294584) | > loss_disc_real_5: 0.23499998450279236 (0.21354137795666853) | > loss_0: 2.326664686203003 (2.411240061124166) | > loss_gen: 2.8092215061187744 (2.4878190755844116) | > loss_kl: 2.13153338432312 (2.6965182026227317) | > loss_feat: 6.666461944580078 (6.5298091173172) | > loss_mel: 17.902372360229492 (18.360525449117024) | > loss_duration: 2.248253583908081 (2.317687690258026) | > loss_1: 31.757841110229492 (32.3923594156901)  --> STEP: 13 | > loss_disc: 2.379976749420166 (2.4088351909930887) | > loss_disc_real_0: 0.13269397616386414 (0.14641105784819677) | > loss_disc_real_1: 0.3002038300037384 (0.24011703294057113) | > loss_disc_real_2: 0.25157085061073303 (0.23602092953828666) | > loss_disc_real_3: 0.22973164916038513 (0.24874049998246706) | > loss_disc_real_4: 0.2110564112663269 (0.2701966132108983) | > loss_disc_real_5: 0.2255728542804718 (0.21446687613542265) | > loss_0: 2.379976749420166 (2.4088351909930887) | > loss_gen: 2.4497296810150146 (2.4848891221559963) | > loss_kl: 2.596339225769043 (2.68881212748014) | > loss_feat: 6.323698043823242 (6.513954419356126) | > loss_mel: 16.584569931030273 (18.223913486187275) | > loss_duration: 2.232304573059082 (2.3111197581657996) | > loss_1: 30.186641693115234 (32.22268882164588)  --> STEP: 14 | > loss_disc: 2.2604329586029053 (2.398235031536647) | > loss_disc_real_0: 0.1363450288772583 (0.145692055778844) | > loss_disc_real_1: 0.24315036833286285 (0.24033369975430624) | > loss_disc_real_2: 0.2110772728919983 (0.23423923977783748) | > loss_disc_real_3: 0.29499325156211853 (0.25204426795244217) | > loss_disc_real_4: 0.2778342664241791 (0.27074215986898975) | > loss_disc_real_5: 0.20891804993152618 (0.2140705314065729) | > loss_0: 2.2604329586029053 (2.398235031536647) | > loss_gen: 2.813948154449463 (2.508393338748387) | > loss_kl: 3.521254301071167 (2.748272282736642) | > loss_feat: 6.93791389465332 (6.5442372390202115) | > loss_mel: 19.447113037109375 (18.31128488268171) | > loss_duration: 2.390428066253662 (2.3167846373149326) | > loss_1: 35.11065673828125 (32.428972244262695)  --> STEP: 15 | > loss_disc: 2.4690589904785156 (2.4029566287994384) | > loss_disc_real_0: 0.11189846694469452 (0.1434391498565674) | > loss_disc_real_1: 0.24235500395298004 (0.24046845336755115) | > loss_disc_real_2: 0.31967872381210327 (0.23993520538012186) | > loss_disc_real_3: 0.2451278120279312 (0.2515831708908081) | > loss_disc_real_4: 0.270254522562027 (0.2707096507151922) | > loss_disc_real_5: 0.20159731805324554 (0.2132389838496844) | > loss_0: 2.4690589904785156 (2.4029566287994384) | > loss_gen: 2.34350323677063 (2.497400665283203) | > loss_kl: 3.603440046310425 (2.805283466974894) | > loss_feat: 8.961387634277344 (6.7053805987040205) | > loss_mel: 19.220989227294922 (18.37193183898926) | > loss_duration: 2.3350539207458496 (2.3180025895436605) | > loss_1: 36.46437072753906 (32.69799880981445)  --> STEP: 16 | > loss_disc: 2.2521281242370605 (2.39352984726429) | > loss_disc_real_0: 0.09207478165626526 (0.1402288768440485) | > loss_disc_real_1: 0.3153613209724426 (0.24514925759285688) | > loss_disc_real_2: 0.24149757623672485 (0.24003285355865955) | > loss_disc_real_3: 0.16048166155815125 (0.24588932655751705) | > loss_disc_real_4: 0.1993471086025238 (0.26624949183315044) | > loss_disc_real_5: 0.20914068818092346 (0.21298284037038684) | > loss_0: 2.2521281242370605 (2.39352984726429) | > loss_gen: 2.574347972869873 (2.50220987200737) | > loss_kl: 2.382169008255005 (2.778838813304901) | > loss_feat: 5.358733177185059 (6.621215134859085) | > loss_mel: 17.98404312133789 (18.347688794136047) | > loss_duration: 2.377920150756836 (2.321747437119484) | > loss_1: 30.677213668823242 (32.5716997385025)  --> STEP: 17 | > loss_disc: 2.6054320335388184 (2.405994681751027) | > loss_disc_real_0: 0.25547507405281067 (0.14700806491515217) | > loss_disc_real_1: 0.20556744933128357 (0.24282091593041139) | > loss_disc_real_2: 0.1803032010793686 (0.2365193445892895) | > loss_disc_real_3: 0.22331871092319489 (0.24456164328490987) | > loss_disc_real_4: 0.28776007890701294 (0.2675148204845541) | > loss_disc_real_5: 0.27567026019096375 (0.2166703356539502) | > loss_0: 2.6054320335388184 (2.405994681751027) | > loss_gen: 2.314412832260132 (2.491162987316356) | > loss_kl: 2.6597344875335693 (2.7718326764948227) | > loss_feat: 5.379854202270508 (6.548193903530345) | > loss_mel: 18.95530891418457 (18.3834311541389) | > loss_duration: 2.4041295051574707 (2.3265934411217186) | > loss_1: 31.71343994140625 (32.52121386808508)  --> STEP: 18 | > loss_disc: 2.202542781829834 (2.3946917984220715) | > loss_disc_real_0: 0.11722853034734726 (0.1453536463280519) | > loss_disc_real_1: 0.25813543796539307 (0.2436717227101326) | > loss_disc_real_2: 0.16647028923034668 (0.23262773040268156) | > loss_disc_real_3: 0.19065988063812256 (0.2415671009156439) | > loss_disc_real_4: 0.2128729373216629 (0.26447916030883795) | > loss_disc_real_5: 0.18200582265853882 (0.21474452937642732) | > loss_0: 2.202542781829834 (2.3946917984220715) | > loss_gen: 2.4807839393615723 (2.49058637354109) | > loss_kl: 2.7507851123809814 (2.770663367377387) | > loss_feat: 9.236373901367188 (6.6975372367435035) | > loss_mel: 19.801204681396484 (18.462196350097656) | > loss_duration: 2.254251480102539 (2.3225744432873197) | > loss_1: 36.523399353027344 (32.74355750613742)  --> STEP: 19 | > loss_disc: 2.4616103172302246 (2.398213825727764) | > loss_disc_real_0: 0.21570062637329102 (0.14905611896201185) | > loss_disc_real_1: 0.3016166687011719 (0.24672145670966097) | > loss_disc_real_2: 0.21899691224098206 (0.23191031892048686) | > loss_disc_real_3: 0.22357025742530823 (0.24061989862667887) | > loss_disc_real_4: 0.26910799741744995 (0.26472278331455434) | > loss_disc_real_5: 0.1812799572944641 (0.2129832361089556) | > loss_0: 2.4616103172302246 (2.398213825727764) | > loss_gen: 2.503635883331299 (2.4912731898458382) | > loss_kl: 1.8272632360458374 (2.721010728886253) | > loss_feat: 6.507962226867676 (6.687559604644775) | > loss_mel: 17.392192840576172 (18.405880375912314) | > loss_duration: 2.336819648742676 (2.3233241909428646) | > loss_1: 30.56787109375 (32.62904769495914)  --> STEP: 20 | > loss_disc: 2.366992950439453 (2.3966527819633483) | > loss_disc_real_0: 0.1365787833929062 (0.14843225218355655) | > loss_disc_real_1: 0.24302521347999573 (0.24653664454817772) | > loss_disc_real_2: 0.27146098017692566 (0.2338878519833088) | > loss_disc_real_3: 0.26092132925987244 (0.24163497015833854) | > loss_disc_real_4: 0.23346762359142303 (0.2631600253283978) | > loss_disc_real_5: 0.19220775365829468 (0.21194446198642253) | > loss_0: 2.366992950439453 (2.3966527819633483) | > loss_gen: 2.517519474029541 (2.492585504055023) | > loss_kl: 2.061469554901123 (2.6880336701869965) | > loss_feat: 7.0091352462768555 (6.70363838672638) | > loss_mel: 18.230159759521484 (18.397094345092775) | > loss_duration: 2.273540496826172 (2.32083500623703) | > loss_1: 32.09182357788086 (32.60218648910522)  --> STEP: 21 | > loss_disc: 1.9911527633666992 (2.37734325726827) | > loss_disc_real_0: 0.10838602483272552 (0.14652528897637412) | > loss_disc_real_1: 0.2574905455112457 (0.24705825887975238) | > loss_disc_real_2: 0.13326391577720642 (0.2290962359734944) | > loss_disc_real_3: 0.15161162614822388 (0.237348144253095) | > loss_disc_real_4: 0.17137756943702698 (0.25878943219071343) | > loss_disc_real_5: 0.1577964723110199 (0.20936598628759384) | > loss_0: 1.9911527633666992 (2.37734325726827) | > loss_gen: 2.681790828704834 (2.5015952814193) | > loss_kl: 2.0947537422180176 (2.6597822450456166) | > loss_feat: 8.79587459564209 (6.8032686823890325) | > loss_mel: 18.7772274017334 (18.41519591921852) | > loss_duration: 2.1729159355163574 (2.313791240964617) | > loss_1: 34.52256393432617 (32.69363303411575)  --> STEP: 22 | > loss_disc: 2.3114981651306152 (2.3743502985347402) | > loss_disc_real_0: 0.14310075342655182 (0.146369628269564) | > loss_disc_real_1: 0.25390148162841797 (0.24736931445923718) | > loss_disc_real_2: 0.22541382908821106 (0.22892885384234515) | > loss_disc_real_3: 0.28389784693717957 (0.2394640398296443) | > loss_disc_real_4: 0.21517200767993927 (0.2568068219856782) | > loss_disc_real_5: 0.1465427279472351 (0.20651038363575935) | > loss_0: 2.3114981651306152 (2.3743502985347402) | > loss_gen: 2.4474709033966064 (2.4991350824182685) | > loss_kl: 2.3578646183013916 (2.6460587165572425) | > loss_feat: 6.566210746765137 (6.7924933216788554) | > loss_mel: 18.702871322631836 (18.42827207391912) | > loss_duration: 2.189009666442871 (2.3081193512136284) | > loss_1: 32.263427734375 (32.674078247763894)  --> STEP: 23 | > loss_disc: 2.5597426891326904 (2.38241083725639) | > loss_disc_real_0: 0.1970902383327484 (0.14857487218535465) | > loss_disc_real_1: 0.3375624120235443 (0.2512907534837723) | > loss_disc_real_2: 0.2523839771747589 (0.22994864181331967) | > loss_disc_real_3: 0.25094953179359436 (0.2399634090454682) | > loss_disc_real_4: 0.23719608783721924 (0.25595418137052783) | > loss_disc_real_5: 0.23571793735027313 (0.2077802772755208) | > loss_0: 2.5597426891326904 (2.38241083725639) | > loss_gen: 2.435997724533081 (2.496389979901521) | > loss_kl: 2.203791618347168 (2.6268297122872393) | > loss_feat: 5.661997318267822 (6.74334132153055) | > loss_mel: 17.12003517150879 (18.371392208596934) | > loss_duration: 2.2255449295043945 (2.304529158965401) | > loss_1: 29.64736557006836 (32.54248204438583)  --> STEP: 24 | > loss_disc: 2.3327250480651855 (2.38034059604009) | > loss_disc_real_0: 0.09254547208547592 (0.1462403138478597) | > loss_disc_real_1: 0.1896832138299942 (0.24872377266486487) | > loss_disc_real_2: 0.2226928323507309 (0.22964631641904512) | > loss_disc_real_3: 0.21314993500709534 (0.238846180960536) | > loss_disc_real_4: 0.19163843989372253 (0.2532743588089943) | > loss_disc_real_5: 0.1608787178993225 (0.20582604563484588) | > loss_0: 2.3327250480651855 (2.38034059604009) | > loss_gen: 2.297808885574341 (2.4881157676378884) | > loss_kl: 2.59533953666687 (2.6255176216363907) | > loss_feat: 8.11032485961914 (6.800298968950908) | > loss_mel: 19.673015594482422 (18.425626516342163) | > loss_duration: 2.4124464988708496 (2.3090257147947946) | > loss_1: 35.08893585205078 (32.648584286371864)  --> STEP: 25 | > loss_disc: 2.633869171142578 (2.3904817390441893) | > loss_disc_real_0: 0.19692450761795044 (0.14826768159866333) | > loss_disc_real_1: 0.26844891905784607 (0.2495127785205841) | > loss_disc_real_2: 0.23803985118865967 (0.22998205780982972) | > loss_disc_real_3: 0.2527986168861389 (0.23940427839756012) | > loss_disc_real_4: 0.2581990659236908 (0.25347134709358216) | > loss_disc_real_5: 0.23722602427005768 (0.20708204478025435) | > loss_0: 2.633869171142578 (2.3904817390441893) | > loss_gen: 2.1004014015197754 (2.472607192993164) | > loss_kl: 2.6339759826660156 (2.625855956077576) | > loss_feat: 4.155745983123779 (6.694516849517822) | > loss_mel: 13.205202102661133 (18.216809539794923) | > loss_duration: 2.3590478897094727 (2.3110266017913816) | > loss_1: 24.45437240600586 (32.320815811157225)  --> STEP: 26 | > loss_disc: 2.6355838775634766 (2.399908744371854) | > loss_disc_real_0: 0.19341078400611877 (0.15000395476818085) | > loss_disc_real_1: 0.18151721358299255 (0.24689756448452288) | > loss_disc_real_2: 0.22723640501499176 (0.22987645577925903) | > loss_disc_real_3: 0.193937748670578 (0.2376555657157531) | > loss_disc_real_4: 0.1848112791776657 (0.25083057525066227) | > loss_disc_real_5: 0.14482805132865906 (0.20468766041673148) | > loss_0: 2.6355838775634766 (2.399908744371854) | > loss_gen: 1.786733627319336 (2.4462274404672475) | > loss_kl: 2.4735591411590576 (2.6199983862730174) | > loss_feat: 8.871127128601074 (6.778232629482563) | > loss_mel: 10.990717887878418 (17.938882937798134) | > loss_duration: 2.3088936805725098 (2.3109445663598867) | > loss_1: 26.4310302734375 (32.09428559816801) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023902012751652645 (-7.897156935471761e-05) | > avg_loss_disc: 2.399908744371854 (+0.06272923029386046) | > avg_loss_disc_real_0: 0.15000395476818085 (+0.015114109963178635) | > avg_loss_disc_real_1: 0.24689756448452288 (+0.10753112830794775) | > avg_loss_disc_real_2: 0.22987645577925903 (+0.013787776804887325) | > avg_loss_disc_real_3: 0.2376555657157531 (-0.024683451996399847) | > avg_loss_disc_real_4: 0.25083057525066227 (+0.009095158714514495) | > avg_loss_disc_real_5: 0.20468766041673148 (-0.033245971283087344) | > avg_loss_0: 2.399908744371854 (+0.06272923029386046) | > avg_loss_gen: 2.4462274404672475 (+0.03023185179783683) | > avg_loss_kl: 2.6199983862730174 (+0.10722166299819946) | > avg_loss_feat: 6.778232629482563 (-0.18455393497760486) | > avg_loss_mel: 17.938882937798134 (+0.024779393122749127) | > avg_loss_duration: 2.3109445663598867 (-0.001734981170067762) | > avg_loss_1: 32.09428559816801 (-0.02405621455265816)  > EPOCH: 380/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:44:51)   --> TIME: 2024-06-11 07:45:00 -- STEP: 24/330 -- GLOBAL_STEP: 213425 | > loss_disc: 2.243469476699829 (2.3277063171068826) | > loss_disc_real_0: 0.10491632670164108 (0.1112969087747236) | > loss_disc_real_1: 0.1274893432855606 (0.19571679768462977) | > loss_disc_real_2: 0.21307966113090515 (0.21153941377997398) | > loss_disc_real_3: 0.2380932867527008 (0.2283722689996163) | > loss_disc_real_4: 0.19682300090789795 (0.2259784284979105) | > loss_disc_real_5: 0.20437543094158173 (0.21434415690600872) | > loss_0: 2.243469476699829 (2.3277063171068826) | > grad_norm_0: tensor(7.6353, device='cuda:0') (tensor(10.8946, device='cuda:0')) | > loss_gen: 2.667905807495117 (2.5051332116127014) | > loss_kl: 2.035855293273926 (1.863965426882108) | > loss_feat: 7.91148042678833 (7.000601331392924) | > loss_mel: 18.836069107055664 (18.290747960408527) | > loss_duration: 2.0106985569000244 (2.094481701652209) | > loss_1: 33.46200942993164 (31.754929780960083) | > grad_norm_1: tensor(94.9636, device='cuda:0') (tensor(122.6368, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3518 (0.3590260048707326) | > loader_time: 0.0031 (0.003144979476928711)  --> TIME: 2024-06-11 07:45:10 -- STEP: 49/330 -- GLOBAL_STEP: 213450 | > loss_disc: 2.2993011474609375 (2.3356510668384787) | > loss_disc_real_0: 0.07218436151742935 (0.10967786617729129) | > loss_disc_real_1: 0.19221138954162598 (0.19622286698039698) | > loss_disc_real_2: 0.1813759207725525 (0.2136352801201295) | > loss_disc_real_3: 0.21810771524906158 (0.22765041218728435) | > loss_disc_real_4: 0.222326397895813 (0.22842738123572603) | > loss_disc_real_5: 0.20561668276786804 (0.2166510999810939) | > loss_0: 2.2993011474609375 (2.3356510668384787) | > grad_norm_0: tensor(9.4150, device='cuda:0') (tensor(11.0163, device='cuda:0')) | > loss_gen: 2.598395824432373 (2.503640140805925) | > loss_kl: 2.1091713905334473 (1.8672347871624693) | > loss_feat: 7.413986682891846 (7.082320427408024) | > loss_mel: 18.580873489379883 (18.193631814450633) | > loss_duration: 1.9772977828979492 (2.050244586808341) | > loss_1: 32.679725646972656 (31.69707169824717) | > grad_norm_1: tensor(261.7473, device='cuda:0') (tensor(131.1023, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3895 (0.35970359919022543) | > loader_time: 0.0033 (0.003310354388490015)  --> TIME: 2024-06-11 07:45:19 -- STEP: 74/330 -- GLOBAL_STEP: 213475 | > loss_disc: 2.226543664932251 (2.3330309648771546) | > loss_disc_real_0: 0.12264250218868256 (0.11155332086255422) | > loss_disc_real_1: 0.20298105478286743 (0.1976366562617792) | > loss_disc_real_2: 0.16845859587192535 (0.21269957056722125) | > loss_disc_real_3: 0.2116268277168274 (0.22684150873809247) | > loss_disc_real_4: 0.23358392715454102 (0.2267222289700766) | > loss_disc_real_5: 0.22033610939979553 (0.21747230234983805) | > loss_0: 2.226543664932251 (2.3330309648771546) | > grad_norm_0: tensor(26.3512, device='cuda:0') (tensor(13.2548, device='cuda:0')) | > loss_gen: 2.5564489364624023 (2.5074550396687276) | > loss_kl: 1.890921711921692 (1.8724118680567354) | > loss_feat: 7.252164363861084 (7.08835760322777) | > loss_mel: 18.326417922973633 (18.200810896383746) | > loss_duration: 1.9397895336151123 (2.0337775317398283) | > loss_1: 31.965744018554688 (31.702812993848646) | > grad_norm_1: tensor(321.3026, device='cuda:0') (tensor(154.1507, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3881 (0.36541147811992747) | > loader_time: 0.0041 (0.0035048272158648515)  --> TIME: 2024-06-11 07:45:29 -- STEP: 99/330 -- GLOBAL_STEP: 213500 | > loss_disc: 2.387141704559326 (2.337035944967558) | > loss_disc_real_0: 0.13323809206485748 (0.11191170049285648) | > loss_disc_real_1: 0.22539421916007996 (0.19861091658322502) | > loss_disc_real_2: 0.21570554375648499 (0.21347878271281118) | > loss_disc_real_3: 0.21925276517868042 (0.22773113304918463) | > loss_disc_real_4: 0.22443123161792755 (0.22655289477170115) | > loss_disc_real_5: 0.22779901325702667 (0.21786420528936867) | > loss_0: 2.387141704559326 (2.337035944967558) | > grad_norm_0: tensor(15.1193, device='cuda:0') (tensor(15.1473, device='cuda:0')) | > loss_gen: 2.5435543060302734 (2.5118077571945947) | > loss_kl: 1.744335651397705 (1.8716386002723617) | > loss_feat: 7.483312606811523 (7.126000168347599) | > loss_mel: 18.59173011779785 (18.176614029238923) | > loss_duration: 2.0458502769470215 (2.031693175585584) | > loss_1: 32.408782958984375 (31.717753747496943) | > grad_norm_1: tensor(340.5536, device='cuda:0') (tensor(179.4964, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3993 (0.37079448410958954) | > loader_time: 0.0043 (0.0036722409604775783) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_213500.pth  --> TIME: 2024-06-11 07:45:43 -- STEP: 124/330 -- GLOBAL_STEP: 213525 | > loss_disc: 2.335160732269287 (2.332295392790148) | > loss_disc_real_0: 0.08746108412742615 (0.11242222915133161) | > loss_disc_real_1: 0.18208624422550201 (0.19815473679092627) | > loss_disc_real_2: 0.19247020781040192 (0.21361516764567745) | > loss_disc_real_3: 0.2583603858947754 (0.22715903938777984) | > loss_disc_real_4: 0.21579085290431976 (0.22538293513559526) | > loss_disc_real_5: 0.2033475637435913 (0.21668722985252256) | > loss_0: 2.335160732269287 (2.332295392790148) | > grad_norm_0: tensor(7.6345, device='cuda:0') (tensor(16.4482, device='cuda:0')) | > loss_gen: 2.4924113750457764 (2.513488475353486) | > loss_kl: 2.041752338409424 (1.8810017108917236) | > loss_feat: 7.415962219238281 (7.1348400577422115) | > loss_mel: 18.310562133789062 (18.172382277827108) | > loss_duration: 2.0427701473236084 (2.033378992349871) | > loss_1: 32.3034553527832 (31.7350915170485) | > grad_norm_1: tensor(177.9740, device='cuda:0') (tensor(196.1191, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3689 (0.3733876366769114) | > loader_time: 0.0039 (0.0037959506434779014)  --> TIME: 2024-06-11 07:45:53 -- STEP: 149/330 -- GLOBAL_STEP: 213550 | > loss_disc: 2.366480588912964 (2.334227065912029) | > loss_disc_real_0: 0.1485329270362854 (0.11216031829982796) | > loss_disc_real_1: 0.2028156816959381 (0.19808250455648307) | > loss_disc_real_2: 0.22666779160499573 (0.21312147988969046) | > loss_disc_real_3: 0.22304637730121613 (0.2282569099392667) | > loss_disc_real_4: 0.22665391862392426 (0.22676826743471537) | > loss_disc_real_5: 0.21284784376621246 (0.21789683561597095) | > loss_0: 2.366480588912964 (2.334227065912029) | > grad_norm_0: tensor(62.4322, device='cuda:0') (tensor(19.3148, device='cuda:0')) | > loss_gen: 2.565782308578491 (2.524010919084484) | > loss_kl: 2.0567076206207275 (1.8868985808135679) | > loss_feat: 6.584008693695068 (7.15219357509741) | > loss_mel: 18.202699661254883 (18.168679218164225) | > loss_duration: 2.0559232234954834 (2.0362020586961074) | > loss_1: 31.46512222290039 (31.7679843390548) | > grad_norm_1: tensor(362.6863, device='cuda:0') (tensor(217.7650, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3693 (0.37307210736626745) | > loader_time: 0.0041 (0.003857097369712471)  --> TIME: 2024-06-11 07:46:02 -- STEP: 174/330 -- GLOBAL_STEP: 213575 | > loss_disc: 2.352785348892212 (2.333078021290659) | > loss_disc_real_0: 0.17241652309894562 (0.11169145055029583) | > loss_disc_real_1: 0.20955294370651245 (0.19779970077262526) | > loss_disc_real_2: 0.18061332404613495 (0.2138918785528205) | > loss_disc_real_3: 0.24329182505607605 (0.22879389604960365) | > loss_disc_real_4: 0.21486668288707733 (0.22636222291266778) | > loss_disc_real_5: 0.216441810131073 (0.21740763377526712) | > loss_0: 2.352785348892212 (2.333078021290659) | > grad_norm_0: tensor(50.9869, device='cuda:0') (tensor(21.5574, device='cuda:0')) | > loss_gen: 2.5361294746398926 (2.5338556492465645) | > loss_kl: 1.863346815109253 (1.886499564538057) | > loss_feat: 7.068558692932129 (7.164404329212233) | > loss_mel: 17.805402755737305 (18.146790000213972) | > loss_duration: 2.1199965476989746 (2.040622044568775) | > loss_1: 31.393434524536133 (31.77217159052005) | > grad_norm_1: tensor(390.5621, device='cuda:0') (tensor(235.2466, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3782 (0.37394884674028417) | > loader_time: 0.0043 (0.003959185775669143)  --> TIME: 2024-06-11 07:46:12 -- STEP: 199/330 -- GLOBAL_STEP: 213600 | > loss_disc: 2.3483312129974365 (2.3329770349377976) | > loss_disc_real_0: 0.11889822036027908 (0.11258745425610087) | > loss_disc_real_1: 0.1940068006515503 (0.19805771194810246) | > loss_disc_real_2: 0.20075319707393646 (0.21380900400667335) | > loss_disc_real_3: 0.22265644371509552 (0.2282252589512111) | > loss_disc_real_4: 0.20993711054325104 (0.22563715234174198) | > loss_disc_real_5: 0.2135022133588791 (0.21715538690437625) | > loss_0: 2.3483312129974365 (2.3329770349377976) | > grad_norm_0: tensor(11.2569, device='cuda:0') (tensor(22.8635, device='cuda:0')) | > loss_gen: 2.4161224365234375 (2.534822913270498) | > loss_kl: 1.8291205167770386 (1.8913608819396053) | > loss_feat: 6.941293716430664 (7.181067138461012) | > loss_mel: 18.173168182373047 (18.109030709194776) | > loss_duration: 2.1615679264068604 (2.047512180841148) | > loss_1: 31.521272659301758 (31.763793849465834) | > grad_norm_1: tensor(121.1279, device='cuda:0') (tensor(245.7680, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.3918 (0.3757979905785029) | > loader_time: 0.0047 (0.004059146996119513)  --> TIME: 2024-06-11 07:46:23 -- STEP: 224/330 -- GLOBAL_STEP: 213625 | > loss_disc: 2.2135136127471924 (2.335073080446041) | > loss_disc_real_0: 0.1274900585412979 (0.11367435187899641) | > loss_disc_real_1: 0.19266381859779358 (0.19848360533693007) | > loss_disc_real_2: 0.18522335588932037 (0.2136626477752413) | > loss_disc_real_3: 0.21085147559642792 (0.22856305007423675) | > loss_disc_real_4: 0.24017927050590515 (0.22598952627075566) | > loss_disc_real_5: 0.24222709238529205 (0.21755873232281633) | > loss_0: 2.2135136127471924 (2.335073080446041) | > grad_norm_0: tensor(37.9417, device='cuda:0') (tensor(23.8893, device='cuda:0')) | > loss_gen: 2.708003520965576 (2.5307300931641024) | > loss_kl: 1.8996074199676514 (1.8948998685394014) | > loss_feat: 7.635350704193115 (7.181176123874528) | > loss_mel: 17.818851470947266 (18.085094273090352) | > loss_duration: 2.167670488357544 (2.054083689515079) | > loss_1: 32.22948455810547 (31.745984077453613) | > grad_norm_1: tensor(458.7120, device='cuda:0') (tensor(255.9784, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.425 (0.37918299436569214) | > loader_time: 0.0059 (0.004199344132627759)  --> TIME: 2024-06-11 07:46:33 -- STEP: 249/330 -- GLOBAL_STEP: 213650 | > loss_disc: 2.4335978031158447 (2.3364043197478654) | > loss_disc_real_0: 0.0995166152715683 (0.11369914337095008) | > loss_disc_real_1: 0.18880723416805267 (0.19860925905436397) | > loss_disc_real_2: 0.1991516500711441 (0.21385253038272323) | > loss_disc_real_3: 0.213408961892128 (0.22813821066335502) | > loss_disc_real_4: 0.20717816054821014 (0.2262248976762036) | > loss_disc_real_5: 0.2224026322364807 (0.21723277872824764) | > loss_0: 2.4335978031158447 (2.3364043197478654) | > grad_norm_0: tensor(39.2866, device='cuda:0') (tensor(24.9936, device='cuda:0')) | > loss_gen: 2.525836944580078 (2.5290596609613494) | > loss_kl: 1.9024070501327515 (1.8979756659772022) | > loss_feat: 6.870872497558594 (7.185205091913063) | > loss_mel: 17.468629837036133 (18.07753037448867) | > loss_duration: 2.130518913269043 (2.0618203208149675) | > loss_1: 30.898265838623047 (31.751591142401637) | > grad_norm_1: tensor(248.7551, device='cuda:0') (tensor(264.6903, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.4344 (0.3834432722574257) | > loader_time: 0.0059 (0.004346754656259312)  --> TIME: 2024-06-11 07:46:45 -- STEP: 274/330 -- GLOBAL_STEP: 213675 | > loss_disc: 2.3712220191955566 (2.3407827598335116) | > loss_disc_real_0: 0.14309725165367126 (0.11557933780616217) | > loss_disc_real_1: 0.1842774599790573 (0.19888968515570146) | > loss_disc_real_2: 0.28062453866004944 (0.21467938573256026) | > loss_disc_real_3: 0.22759762406349182 (0.22826139971505116) | > loss_disc_real_4: 0.2286769300699234 (0.2267220762633059) | > loss_disc_real_5: 0.22302550077438354 (0.21706316402576264) | > loss_0: 2.3712220191955566 (2.3407827598335116) | > grad_norm_0: tensor(15.6882, device='cuda:0') (tensor(24.8627, device='cuda:0')) | > loss_gen: 2.3021562099456787 (2.524149390902832) | > loss_kl: 1.925477385520935 (1.9007758067472138) | > loss_feat: 7.132105827331543 (7.205872617498802) | > loss_mel: 16.558277130126953 (18.05757078463143) | > loss_duration: 2.1474273204803467 (2.06967558608438) | > loss_1: 30.06544303894043 (31.758044228936633) | > grad_norm_1: tensor(163.4661, device='cuda:0') (tensor(258.0536, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.4539 (0.38852345508380526) | > loader_time: 0.0066 (0.0045063747976818195)  --> TIME: 2024-06-11 07:46:57 -- STEP: 299/330 -- GLOBAL_STEP: 213700 | > loss_disc: 2.374751329421997 (2.3482620381192643) | > loss_disc_real_0: 0.15605805814266205 (0.11660371254818097) | > loss_disc_real_1: 0.2569340169429779 (0.19949048104692862) | > loss_disc_real_2: 0.19806388020515442 (0.2148610851338076) | > loss_disc_real_3: 0.23096461594104767 (0.22897266190386933) | > loss_disc_real_4: 0.23479939997196198 (0.22713776092266155) | > loss_disc_real_5: 0.2044561207294464 (0.2178525744273909) | > loss_0: 2.374751329421997 (2.3482620381192643) | > grad_norm_0: tensor(32.6082, device='cuda:0') (tensor(24.7634, device='cuda:0')) | > loss_gen: 2.4371938705444336 (2.5164032819677753) | > loss_kl: 1.957167625427246 (1.903520324955816) | > loss_feat: 7.168025493621826 (7.199836211060999) | > loss_mel: 17.54393768310547 (18.036872965835006) | > loss_duration: 2.2309060096740723 (2.07950867976632) | > loss_1: 31.337228775024414 (31.73614150465133) | > grad_norm_1: tensor(397.0944, device='cuda:0') (tensor(259.2860, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.4823 (0.3953985992482674) | > loader_time: 0.0066 (0.004674640387595693)  --> TIME: 2024-06-11 07:47:11 -- STEP: 324/330 -- GLOBAL_STEP: 213725 | > loss_disc: 2.4779064655303955 (2.351316036265575) | > loss_disc_real_0: 0.1326499730348587 (0.11792163548554167) | > loss_disc_real_1: 0.18926167488098145 (0.19970775547402886) | > loss_disc_real_2: 0.21274276077747345 (0.21445955032551722) | > loss_disc_real_3: 0.23762157559394836 (0.2288331587649422) | > loss_disc_real_4: 0.23293836414813995 (0.22695305754924994) | > loss_disc_real_5: 0.2515685558319092 (0.21801805859546594) | > loss_0: 2.4779064655303955 (2.351316036265575) | > grad_norm_0: tensor(32.2399, device='cuda:0') (tensor(25.6929, device='cuda:0')) | > loss_gen: 2.772129535675049 (2.5159781479541174) | > loss_kl: 2.020233392715454 (1.9084003740622673) | > loss_feat: 10.336496353149414 (7.2593993757977895) | > loss_mel: 18.228559494018555 (18.001836617787678) | > loss_duration: 2.2918992042541504 (2.0932104635385818) | > loss_1: 35.64931869506836 (31.778825053462274) | > grad_norm_1: tensor(586.2986, device='cuda:0') (tensor(270.1504, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.6237 (0.40697566594606593) | > loader_time: 0.0087 (0.0049641691608193475)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5002641677856445 (2.5002641677856445) | > loss_disc_real_0: 0.097327321767807 (0.097327321767807) | > loss_disc_real_1: 0.3064457178115845 (0.3064457178115845) | > loss_disc_real_2: 0.28546959161758423 (0.28546959161758423) | > loss_disc_real_3: 0.25908738374710083 (0.25908738374710083) | > loss_disc_real_4: 0.24348178505897522 (0.24348178505897522) | > loss_disc_real_5: 0.25919362902641296 (0.25919362902641296) | > loss_0: 2.5002641677856445 (2.5002641677856445) | > loss_gen: 2.440782070159912 (2.440782070159912) | > loss_kl: 1.9236986637115479 (1.9236986637115479) | > loss_feat: 7.38279914855957 (7.38279914855957) | > loss_mel: 18.22795295715332 (18.22795295715332) | > loss_duration: 2.910466194152832 (2.910466194152832) | > loss_1: 32.88570022583008 (32.88570022583008)  --> STEP: 1 | > loss_disc: 1.9854791164398193 (1.9854791164398193) | > loss_disc_real_0: 0.09322969615459442 (0.09322969615459442) | > loss_disc_real_1: 0.1887025386095047 (0.1887025386095047) | > loss_disc_real_2: 0.21646982431411743 (0.21646982431411743) | > loss_disc_real_3: 0.20561333000659943 (0.20561333000659943) | > loss_disc_real_4: 0.1631631851196289 (0.1631631851196289) | > loss_disc_real_5: 0.17041614651679993 (0.17041614651679993) | > loss_0: 1.9854791164398193 (1.9854791164398193) | > loss_gen: 2.849717140197754 (2.849717140197754) | > loss_kl: 2.393200159072876 (2.393200159072876) | > loss_feat: 6.307538986206055 (6.307538986206055) | > loss_mel: 17.93328094482422 (17.93328094482422) | > loss_duration: 2.4051904678344727 (2.4051904678344727) | > loss_1: 31.888927459716797 (31.888927459716797)  --> STEP: 2 | > loss_disc: 2.2745985984802246 (2.130038857460022) | > loss_disc_real_0: 0.028682217001914978 (0.0609559565782547) | > loss_disc_real_1: 0.178318589925766 (0.18351056426763535) | > loss_disc_real_2: 0.1677495241165161 (0.19210967421531677) | > loss_disc_real_3: 0.2634636163711548 (0.2345384731888771) | > loss_disc_real_4: 0.23016856610774994 (0.19666587561368942) | > loss_disc_real_5: 0.25221744179725647 (0.2113167941570282) | > loss_0: 2.2745985984802246 (2.130038857460022) | > loss_gen: 2.2418692111968994 (2.5457931756973267) | > loss_kl: 3.080348253250122 (2.736774206161499) | > loss_feat: 5.468744277954102 (5.888141632080078) | > loss_mel: 19.602602005004883 (18.76794147491455) | > loss_duration: 2.464651107788086 (2.4349207878112793) | > loss_1: 32.85821533203125 (32.37357139587402)  --> STEP: 3 | > loss_disc: 2.371846914291382 (2.210641543070475) | > loss_disc_real_0: 0.059214334934949875 (0.06037541603048643) | > loss_disc_real_1: 0.23936553299427032 (0.20212888717651367) | > loss_disc_real_2: 0.20727324485778809 (0.19716419776280722) | > loss_disc_real_3: 0.21856087446212769 (0.2292126069466273) | > loss_disc_real_4: 0.2232363075017929 (0.20552268624305725) | > loss_disc_real_5: 0.23499345779418945 (0.21920901536941528) | > loss_0: 2.371846914291382 (2.210641543070475) | > loss_gen: 2.2974045276641846 (2.4629969596862793) | > loss_kl: 2.4648823738098145 (2.646143595377604) | > loss_feat: 7.422667980194092 (6.399650414784749) | > loss_mel: 18.060758590698242 (18.53221384684245) | > loss_duration: 2.2957682609558105 (2.3885366121927896) | > loss_1: 32.541481018066406 (32.42954126993815)  --> STEP: 4 | > loss_disc: 2.433006763458252 (2.2662328481674194) | > loss_disc_real_0: 0.08413085341453552 (0.0663142753764987) | > loss_disc_real_1: 0.31016775965690613 (0.22913860529661179) | > loss_disc_real_2: 0.1711912751197815 (0.19067096710205078) | > loss_disc_real_3: 0.28881800174713135 (0.2441139556467533) | > loss_disc_real_4: 0.1915191411972046 (0.20202179998159409) | > loss_disc_real_5: 0.23714685440063477 (0.22369347512722015) | > loss_0: 2.433006763458252 (2.2662328481674194) | > loss_gen: 2.238612174987793 (2.4069007635116577) | > loss_kl: 2.815589427947998 (2.6885050535202026) | > loss_feat: 6.039398670196533 (6.309587478637695) | > loss_mel: 18.678869247436523 (18.568877696990967) | > loss_duration: 2.2948126792907715 (2.365105628967285) | > loss_1: 32.06727981567383 (32.33897590637207)  --> STEP: 5 | > loss_disc: 2.4605681896209717 (2.30509991645813) | > loss_disc_real_0: 0.16415418684482574 (0.08588225767016411) | > loss_disc_real_1: 0.2496415376663208 (0.23323919177055358) | > loss_disc_real_2: 0.23038259148597717 (0.19861329197883607) | > loss_disc_real_3: 0.2094995528459549 (0.23719107508659362) | > loss_disc_real_4: 0.21093499660491943 (0.20380443930625916) | > loss_disc_real_5: 0.18488705158233643 (0.2159321904182434) | > loss_0: 2.4605681896209717 (2.30509991645813) | > loss_gen: 2.3320021629333496 (2.391921043395996) | > loss_kl: 2.6742618083953857 (2.6856564044952393) | > loss_feat: 5.712960243225098 (6.190262031555176) | > loss_mel: 18.676471710205078 (18.59039649963379) | > loss_duration: 2.4194986820220947 (2.375984239578247) | > loss_1: 31.815195083618164 (32.23421974182129)  --> STEP: 6 | > loss_disc: 2.3882410526275635 (2.3189567724863687) | > loss_disc_real_0: 0.15774908661842346 (0.097860062494874) | > loss_disc_real_1: 0.24539785087108612 (0.23526563495397568) | > loss_disc_real_2: 0.1919584721326828 (0.19750415533781052) | > loss_disc_real_3: 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loss_0: 2.5766782760620117 (2.355774130140032) | > loss_gen: 2.2893295288085938 (2.3418546744755337) | > loss_kl: 3.074864625930786 (2.7020017419542586) | > loss_feat: 3.9262619018554688 (5.686907155173166) | > loss_mel: 15.622998237609863 (18.064360073634557) | > loss_duration: 2.4841153621673584 (2.362694672175816) | > loss_1: 27.39756965637207 (31.157817840576172)  --> STEP: 8 | > loss_disc: 2.152312994003296 (2.33034148812294) | > loss_disc_real_0: 0.06892433762550354 (0.10285901231691241) | > loss_disc_real_1: 0.19847051799297333 (0.24175432324409485) | > loss_disc_real_2: 0.28324809670448303 (0.21568547002971172) | > loss_disc_real_3: 0.23032663762569427 (0.23274488374590874) | > loss_disc_real_4: 0.15417566895484924 (0.20290512032806873) | > loss_disc_real_5: 0.19525425136089325 (0.21409213542938232) | > loss_0: 2.152312994003296 (2.33034148812294) | > loss_gen: 2.6166508197784424 (2.376204192638397) | > loss_kl: 3.269294261932373 (2.772913306951523) | > loss_feat: 8.33809757232666 (6.018305957317352) | > loss_mel: 19.87204933166504 (18.290321230888367) | > loss_duration: 2.216729164123535 (2.344448983669281) | > loss_1: 36.31282043457031 (31.80219316482544)  --> STEP: 9 | > loss_disc: 2.3118934631347656 (2.3282917075686984) | > loss_disc_real_0: 0.13236570358276367 (0.10613753356867367) | > loss_disc_real_1: 0.18523934483528137 (0.23547488119867113) | > loss_disc_real_2: 0.18636515736579895 (0.2124276575114992) | > loss_disc_real_3: 0.2056293934583664 (0.22973205149173737) | > loss_disc_real_4: 0.220228374004364 (0.20482992629210153) | > loss_disc_real_5: 0.16615363955497742 (0.20876563588778177) | > loss_0: 2.3118934631347656 (2.3282917075686984) | > loss_gen: 2.218306303024292 (2.3586599826812744) | > loss_kl: 2.8995983600616455 (2.7869894239637585) | > loss_feat: 6.439274311065674 (6.065080218844944) | > loss_mel: 20.436548233032227 (18.52879089779324) | > loss_duration: 2.1040942668914795 (2.317742904027303) | > loss_1: 34.09782028198242 (32.05726284450955)  --> STEP: 10 | > loss_disc: 2.529592514038086 (2.3484217882156373) | > loss_disc_real_0: 0.2010353058576584 (0.11562731079757213) | > loss_disc_real_1: 0.28494563698768616 (0.24042195677757264) | > loss_disc_real_2: 0.24265411496162415 (0.21545030325651168) | > loss_disc_real_3: 0.2459629625082016 (0.2313551425933838) | > loss_disc_real_4: 0.19506201148033142 (0.20385313481092454) | > loss_disc_real_5: 0.23644183576107025 (0.21153325587511063) | > loss_0: 2.529592514038086 (2.3484217882156373) | > loss_gen: 2.334674835205078 (2.356261467933655) | > loss_kl: 2.4136312007904053 (2.7496536016464233) | > loss_feat: 5.567692756652832 (6.015341472625733) | > loss_mel: 15.665163040161133 (18.24242811203003) | > loss_duration: 2.3497447967529297 (2.320943093299866) | > loss_1: 28.330907821655273 (31.684627342224122)  --> STEP: 11 | > loss_disc: 2.478262424468994 (2.360225482420488) | > loss_disc_real_0: 0.12704342603683472 (0.11666513945568692) | > loss_disc_real_1: 0.29300224781036377 (0.2452019832350991) | > loss_disc_real_2: 0.23651613295078278 (0.2173653786832636) | > loss_disc_real_3: 0.27011945843696594 (0.2348791713064367) | > loss_disc_real_4: 0.21520742774009705 (0.20488534325903113) | > loss_disc_real_5: 0.1835113763809204 (0.2089858122847297) | > loss_0: 2.478262424468994 (2.360225482420488) | > loss_gen: 2.3448357582092285 (2.355222767049616) | > loss_kl: 3.492990732192993 (2.8172297044233843) | > loss_feat: 5.334356784820557 (5.953433773734353) | > loss_mel: 18.23794937133789 (18.24202095378529) | > loss_duration: 2.3850114345550537 (2.3267674879594282) | > loss_1: 31.795143127441406 (31.694674231789328)  --> STEP: 12 | > loss_disc: 2.4808218479156494 (2.3702751795450845) | > loss_disc_real_0: 0.0832478404045105 (0.11388036453475554) | > loss_disc_real_1: 0.31918928027153015 (0.25136759132146835) | > loss_disc_real_2: 0.2496476024389267 (0.22005556399623552) | > loss_disc_real_3: 0.2575777769088745 (0.23677072177330652) | > loss_disc_real_4: 0.22426380217075348 (0.206500214835008) | > loss_disc_real_5: 0.2081732600927353 (0.2089180996020635) | > loss_0: 2.4808218479156494 (2.3702751795450845) | > loss_gen: 2.4318909645080566 (2.361611783504486) | > loss_kl: 2.174455165863037 (2.7636651595433555) | > loss_feat: 7.194268703460693 (6.056836684544881) | > loss_mel: 18.27391815185547 (18.24467905362447) | > loss_duration: 2.2485814094543457 (2.320251981417338) | > loss_1: 32.323116302490234 (31.747044404347736)  --> STEP: 13 | > loss_disc: 2.2687573432922363 (2.3624661152179423) | > loss_disc_real_0: 0.06991706788539886 (0.11049857248480503) | > loss_disc_real_1: 0.17311298847198486 (0.2453480064868927) | > loss_disc_real_2: 0.18942494690418243 (0.21769936268146223) | > loss_disc_real_3: 0.24588602781295776 (0.237471899160972) | > loss_disc_real_4: 0.15651296079158783 (0.2026550414470526) | > loss_disc_real_5: 0.1444052755832672 (0.20395557467754072) | > loss_0: 2.2687573432922363 (2.3624661152179423) | > loss_gen: 2.254060983657837 (2.3533386450547438) | > loss_kl: 2.910923480987549 (2.77499272273137) | > loss_feat: 9.054191589355469 (6.287402446453388) | > loss_mel: 18.291906356811523 (18.2483119231004) | > loss_duration: 2.249256134033203 (2.3147907623877892) | > loss_1: 34.760337829589844 (31.978836206289436)  --> STEP: 14 | > loss_disc: 2.4091243743896484 (2.3657988480159213) | > loss_disc_real_0: 0.12112981081008911 (0.11125794665089675) | > loss_disc_real_1: 0.25337374210357666 (0.24592127331665584) | > loss_disc_real_2: 0.1991523802280426 (0.21637457822050368) | > loss_disc_real_3: 0.2172103077173233 (0.23602464262928283) | > loss_disc_real_4: 0.20755161345005035 (0.20300479659012385) | > loss_disc_real_5: 0.18009786307811737 (0.20225145242043904) | > loss_0: 2.4091243743896484 (2.3657988480159213) | > loss_gen: 2.1740670204162598 (2.340533529009138) | > loss_kl: 3.3979732990264893 (2.8194913353238786) | > loss_feat: 6.9392008781433105 (6.333959477288382) | > loss_mel: 19.950145721435547 (18.36987148012434) | > loss_duration: 2.3825833797454834 (2.319633092199053) | > loss_1: 34.843971252441406 (32.18348870958601)  --> STEP: 15 | > loss_disc: 2.662410020828247 (2.3855729262034098) | > loss_disc_real_0: 0.20568442344665527 (0.11755304510394732) | > loss_disc_real_1: 0.2720799744129181 (0.24766518672307333) | > loss_disc_real_2: 0.280040442943573 (0.22061896920204163) | > loss_disc_real_3: 0.25166305899620056 (0.23706720372041065) | > loss_disc_real_4: 0.24104876816272736 (0.20554106136163075) | > loss_disc_real_5: 0.21828262507915497 (0.20332019726435344) | > loss_0: 2.662410020828247 (2.3855729262034098) | > loss_gen: 2.0860848426818848 (2.3235702832539875) | > loss_kl: 3.214984655380249 (2.84585755666097) | > loss_feat: 5.841441631317139 (6.301124954223633) | > loss_mel: 18.31976890563965 (18.366531308492025) | > loss_duration: 2.3286218643188477 (2.3202323436737062) | > loss_1: 31.79090118408203 (32.15731620788574)  --> STEP: 16 | > loss_disc: 2.45341157913208 (2.3898128420114517) | > loss_disc_real_0: 0.1392955780029297 (0.11891195341013372) | > loss_disc_real_1: 0.29283666610717773 (0.25048840418457985) | > loss_disc_real_2: 0.1936703324317932 (0.2189346794039011) | > loss_disc_real_3: 0.25286251306533813 (0.23805441055446863) | > loss_disc_real_4: 0.1816975325345993 (0.2040508408099413) | > loss_disc_real_5: 0.1962190717458725 (0.20287637691944838) | > loss_0: 2.45341157913208 (2.3898128420114517) | > loss_gen: 2.3542075157165527 (2.325485110282898) | > loss_kl: 2.3171818256378174 (2.812815323472023) | > loss_feat: 6.3399481773376465 (6.303551405668259) | > loss_mel: 16.163408279418945 (18.228836119174957) | > loss_duration: 2.3454625606536865 (2.321809232234955) | > loss_1: 29.52020835876465 (31.992496967315674)  --> STEP: 17 | > loss_disc: 2.629551410675049 (2.403915110756369) | > loss_disc_real_0: 0.16926589608192444 (0.12187395003788612) | > loss_disc_real_1: 0.22760725021362305 (0.24914245395099416) | > loss_disc_real_2: 0.19392438232898712 (0.21746348545831792) | > loss_disc_real_3: 0.20228374004364014 (0.23595025346559637) | > loss_disc_real_4: 0.16808819770812988 (0.2019353912157171) | > loss_disc_real_5: 0.21559761464595795 (0.20362468502100775) | > loss_0: 2.629551410675049 (2.403915110756369) | > loss_gen: 1.9420483112335205 (2.302930004456464) | > loss_kl: 2.259047269821167 (2.780240732080796) | > loss_feat: 5.804112434387207 (6.274172642651727) | > loss_mel: 17.60636329650879 (18.19222007078283) | > loss_duration: 2.403240203857422 (2.326599289389218) | > loss_1: 30.014812469482422 (31.87616258509019)  --> STEP: 18 | > loss_disc: 2.4648866653442383 (2.407302419344584) | > loss_disc_real_0: 0.11427490413188934 (0.1214517808208863) | > loss_disc_real_1: 0.24308986961841583 (0.2488061992658509) | > loss_disc_real_2: 0.21861474215984344 (0.21752744416395822) | > loss_disc_real_3: 0.24754995107650757 (0.236594681110647) | > loss_disc_real_4: 0.2833545506000519 (0.20645867784818014) | > loss_disc_real_5: 0.2356681525707245 (0.2054048776626587) | > loss_0: 2.4648866653442383 (2.407302419344584) | > loss_gen: 2.3066799640655518 (2.303138335545858) | > loss_kl: 2.605025053024292 (2.7705065276887684) | > loss_feat: 8.847508430480957 (6.417135741975573) | > loss_mel: 17.89979362487793 (18.175974157121445) | > loss_duration: 2.2486395835876465 (2.3222681946224637) | > loss_1: 33.90764617919922 (31.989022784762913)  --> STEP: 19 | > loss_disc: 2.707584857940674 (2.4231067582180628) | > loss_disc_real_0: 0.22576522827148438 (0.1269419622656546) | > loss_disc_real_1: 0.3515990078449249 (0.25421634708580215) | > loss_disc_real_2: 0.2734159827232361 (0.2204689461933939) | > loss_disc_real_3: 0.21949000656604767 (0.23569443508198387) | > loss_disc_real_4: 0.23746155202388763 (0.2080904080679542) | > loss_disc_real_5: 0.25519928336143494 (0.20802563585733114) | > loss_0: 2.707584857940674 (2.4231067582180628) | > loss_gen: 2.240492343902588 (2.299841178090949) | > loss_kl: 1.9408906698226929 (2.726842535169501) | > loss_feat: 4.154269218444824 (6.2980375038950065) | > loss_mel: 15.213257789611816 (18.0200417167262) | > loss_duration: 2.317500591278076 (2.322017268130654) | > loss_1: 25.866411209106445 (31.666780070254678)  --> STEP: 20 | > loss_disc: 2.413745880126953 (2.4226387143135075) | > loss_disc_real_0: 0.15068133175373077 (0.1281289307400584) | > loss_disc_real_1: 0.24366256594657898 (0.253688658028841) | > loss_disc_real_2: 0.2841850817203522 (0.22365475296974183) | > loss_disc_real_3: 0.22602130472660065 (0.2352107785642147) | > loss_disc_real_4: 0.2607940137386322 (0.2107255883514881) | > loss_disc_real_5: 0.26702064275741577 (0.21097538620233536) | > loss_0: 2.413745880126953 (2.4226387143135075) | > loss_gen: 2.603700637817383 (2.3150341510772705) | > loss_kl: 2.282200336456299 (2.7046104252338408) | > loss_feat: 6.652638912200928 (6.315767574310303) | > loss_mel: 19.439502716064453 (18.091014766693114) | > loss_duration: 2.29276967048645 (2.3205548882484437) | > loss_1: 33.27081298828125 (31.746981716156007)  --> STEP: 21 | > loss_disc: 2.71540904045105 (2.4365801584152953) | > loss_disc_real_0: 0.17821606993675232 (0.13051403260656763) | > loss_disc_real_1: 0.3669792413711548 (0.25908344771180836) | > loss_disc_real_2: 0.24212537705898285 (0.22453430649780093) | > loss_disc_real_3: 0.2940524220466614 (0.23801276158718837) | > loss_disc_real_4: 0.3140692114830017 (0.21564671326251256) | > loss_disc_real_5: 0.20371651649475098 (0.21062972574006944) | > loss_0: 2.71540904045105 (2.4365801584152953) | > loss_gen: 2.1715035438537598 (2.3081993602571034) | > loss_kl: 2.4397735595703125 (2.69199914591653) | > loss_feat: 4.062307834625244 (6.208459967658634) | > loss_mel: 13.005729675292969 (17.8488583337693) | > loss_duration: 2.1326732635498047 (2.311608144215175) | > loss_1: 23.811986923217773 (31.369124821254186)  --> STEP: 22 | > loss_disc: 2.3990797996520996 (2.4348755966533315) | > loss_disc_real_0: 0.10314089059829712 (0.12926979887891898) | > loss_disc_real_1: 0.19117015600204468 (0.25599647990681906) | > loss_disc_real_2: 0.248029425740242 (0.22560226646336642) | > loss_disc_real_3: 0.20797327160835266 (0.236647330224514) | > loss_disc_real_4: 0.22920075058937073 (0.21626280586827884) | > loss_disc_real_5: 0.3021566867828369 (0.2147900421511043) | > loss_0: 2.3990797996520996 (2.4348755966533315) | > loss_gen: 2.4084713459014893 (2.3127571777863936) | > loss_kl: 2.93149471282959 (2.7028853080489417) | > loss_feat: 8.301671981811523 (6.303605968301946) | > loss_mel: 17.588064193725586 (17.837004054676402) | > loss_duration: 2.1519951820373535 (2.3043530095707285) | > loss_1: 33.38169860839844 (31.46060544794256)  --> STEP: 23 | > loss_disc: 2.5521295070648193 (2.4399735927581787) | > loss_disc_real_0: 0.16934901475906372 (0.13101237348240355) | > loss_disc_real_1: 0.3417048752307892 (0.25972293187742646) | > loss_disc_real_2: 0.3009982109069824 (0.22888035100439322) | > loss_disc_real_3: 0.2776758670806885 (0.23843117965304333) | > loss_disc_real_4: 0.23605506122112274 (0.21712333870970685) | > loss_disc_real_5: 0.2549334168434143 (0.21653540626816128) | > loss_0: 2.5521295070648193 (2.4399735927581787) | > loss_gen: 2.517735004425049 (2.3216692572054654) | > loss_kl: 2.158601999282837 (2.6792208163634585) | > loss_feat: 5.094450950622559 (6.251034011011538) | > loss_mel: 16.68753433227539 (17.787027110224184) | > loss_duration: 2.276477336883545 (2.3031410238017207) | > loss_1: 28.734798431396484 (31.342092099397078)  --> STEP: 24 | > loss_disc: 2.3804378509521484 (2.437492936849594) | > loss_disc_real_0: 0.11462400108575821 (0.13032952463254333) | > loss_disc_real_1: 0.3263721466064453 (0.26249998249113554) | > loss_disc_real_2: 0.1920768916606903 (0.2273468735317389) | > loss_disc_real_3: 0.23875904083251953 (0.2384448405355215) | > loss_disc_real_4: 0.21017780900001526 (0.2168339416384697) | > loss_disc_real_5: 0.2270551472902298 (0.21697372881074747) | > loss_0: 2.3804378509521484 (2.437492936849594) | > loss_gen: 2.424147605895996 (2.325939188400904) | > loss_kl: 2.0804858207702637 (2.654273524880409) | > loss_feat: 7.489603519439697 (6.302641073862712) | > loss_mel: 19.708145141601562 (17.86707369486491) | > loss_duration: 2.4300034046173096 (2.3084269563357034) | > loss_1: 34.13238525390625 (31.458354314168293)  --> STEP: 25 | > loss_disc: 2.1531999111175537 (2.4261212158203125) | > loss_disc_real_0: 0.15792861580848694 (0.13143348827958107) | > loss_disc_real_1: 0.2302502691745758 (0.2612099939584731) | > loss_disc_real_2: 0.23746918141841888 (0.2277517658472061) | > loss_disc_real_3: 0.14896586537361145 (0.2348656815290451) | > loss_disc_real_4: 0.15375879406929016 (0.2143109357357025) | > loss_disc_real_5: 0.2156062126159668 (0.21691902816295625) | > loss_0: 2.1531999111175537 (2.4261212158203125) | > loss_gen: 2.751408815383911 (2.3429579734802246) | > loss_kl: 2.640965700149536 (2.6537412118911736) | > loss_feat: 8.917327880859375 (6.407228546142578) | > loss_mel: 17.065113067626953 (17.83499526977539) | > loss_duration: 2.3572487831115723 (2.310379829406738) | > loss_1: 33.73206329345703 (31.549302673339845)  --> STEP: 26 | > loss_disc: 2.5449860095977783 (2.4306929386579075) | > loss_disc_real_0: 0.21306009590625763 (0.1345729731882994) | > loss_disc_real_1: 0.3265088200569153 (0.26372148726995165) | > loss_disc_real_2: 0.17359702289104462 (0.225668891118123) | > loss_disc_real_3: 0.18711747229099274 (0.23302921194296616) | > loss_disc_real_4: 0.20178726315498352 (0.21382925602105948) | > loss_disc_real_5: 0.16851593554019928 (0.21505737075438866) | > loss_0: 2.5449860095977783 (2.4306929386579075) | > loss_gen: 2.0924999713897705 (2.3333249733998227) | > loss_kl: 2.4909772872924805 (2.6474810609450703) | > loss_feat: 9.40774154663086 (6.522632892315205) | > loss_mel: 10.156967163085938 (17.53968649644118) | > loss_duration: 2.275062084197998 (2.3090214545910177) | > loss_1: 26.423250198364258 (31.352146808917706) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024736661177415112 (+8.346484257624673e-05) | > avg_loss_disc: 2.4306929386579075 (+0.030784194286053612) | > avg_loss_disc_real_0: 0.1345729731882994 (-0.015430981579881459) | > avg_loss_disc_real_1: 0.26372148726995165 (+0.01682392278542877) | > avg_loss_disc_real_2: 0.225668891118123 (-0.004207564661136032) | > avg_loss_disc_real_3: 0.23302921194296616 (-0.004626353772786945) | > avg_loss_disc_real_4: 0.21382925602105948 (-0.037001319229602786) | > avg_loss_disc_real_5: 0.21505737075438866 (+0.010369710337657184) | > avg_loss_0: 2.4306929386579075 (+0.030784194286053612) | > avg_loss_gen: 2.3333249733998227 (-0.1129024670674248) | > avg_loss_kl: 2.6474810609450703 (+0.027482674672052898) | > avg_loss_feat: 6.522632892315205 (-0.2555997371673584) | > avg_loss_mel: 17.53968649644118 (-0.39919644135695265) | > avg_loss_duration: 2.3090214545910177 (-0.0019231117688689459) | > avg_loss_1: 31.352146808917706 (-0.7421387892503013)  > EPOCH: 381/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:47:33)   --> TIME: 2024-06-11 07:47:41 -- STEP: 19/330 -- GLOBAL_STEP: 213750 | > loss_disc: 2.2719216346740723 (2.349929031572844) | > loss_disc_real_0: 0.06415417790412903 (0.10789544684322257) | > loss_disc_real_1: 0.15172749757766724 (0.20094194616142072) | > loss_disc_real_2: 0.1946621686220169 (0.21774672050225108) | > loss_disc_real_3: 0.19284279644489288 (0.23130303621292114) | > loss_disc_real_4: 0.22356641292572021 (0.24142326179303622) | > loss_disc_real_5: 0.2158929407596588 (0.22710266395619041) | > loss_0: 2.2719216346740723 (2.349929031572844) | > grad_norm_0: tensor(12.8654, device='cuda:0') (tensor(10.3713, device='cuda:0')) | > loss_gen: 2.431213140487671 (2.507151779375578) | > loss_kl: 2.031916856765747 (1.831180127043473) | > loss_feat: 7.762256622314453 (6.931809350063927) | > loss_mel: 18.437707901000977 (18.350962287501286) | > loss_duration: 2.0158462524414062 (2.1213968929491545) | > loss_1: 32.67893981933594 (31.74250030517578) | > grad_norm_1: tensor(63.7464, device='cuda:0') (tensor(133.1705, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.36 (0.35094108079609115) | > loader_time: 0.0041 (0.0031789729469700865)  --> TIME: 2024-06-11 07:47:50 -- STEP: 44/330 -- GLOBAL_STEP: 213775 | > loss_disc: 2.402925968170166 (2.33535772562027) | > loss_disc_real_0: 0.10338068008422852 (0.10915873233567584) | > loss_disc_real_1: 0.21676281094551086 (0.2018471211194992) | > loss_disc_real_2: 0.2136516273021698 (0.21462741426446222) | > loss_disc_real_3: 0.20737925171852112 (0.2268941304223104) | > loss_disc_real_4: 0.21125765144824982 (0.2312538752501661) | > loss_disc_real_5: 0.19836537539958954 (0.218308974057436) | > loss_0: 2.402925968170166 (2.33535772562027) | > grad_norm_0: tensor(6.4277, device='cuda:0') (tensor(8.4448, device='cuda:0')) | > loss_gen: 2.444924831390381 (2.5177334438670766) | > loss_kl: 1.9340609312057495 (1.881472652608698) | > loss_feat: 8.082209587097168 (7.148494178598577) | > loss_mel: 18.0489444732666 (18.35332389311357) | > loss_duration: 1.9559212923049927 (2.059409119866111) | > loss_1: 32.466064453125 (31.960433526472613) | > grad_norm_1: tensor(41.3715, device='cuda:0') (tensor(98.8992, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.3553 (0.3556817499074069) | > loader_time: 0.0034 (0.0033861669627102938)  --> TIME: 2024-06-11 07:47:59 -- STEP: 69/330 -- GLOBAL_STEP: 213800 | > loss_disc: 2.291121006011963 (2.329412097516267) | > loss_disc_real_0: 0.0908583551645279 (0.10842931259801422) | > loss_disc_real_1: 0.23400761187076569 (0.19994401672612067) | > loss_disc_real_2: 0.22504922747612 (0.21313416547533395) | > loss_disc_real_3: 0.2110719531774521 (0.2271444972442544) | > loss_disc_real_4: 0.21453535556793213 (0.229287499534911) | > loss_disc_real_5: 0.18198134005069733 (0.21916394885899365) | > loss_0: 2.291121006011963 (2.329412097516267) | > grad_norm_0: tensor(22.2179, device='cuda:0') (tensor(10.6703, device='cuda:0')) | > loss_gen: 2.506950616836548 (2.5252325292946627) | > loss_kl: 1.8136314153671265 (1.8803664774134539) | > loss_feat: 7.379375457763672 (7.185314641482588) | > loss_mel: 18.021411895751953 (18.299883303434953) | > loss_duration: 1.9611748456954956 (2.0396401208379995) | > loss_1: 31.68254280090332 (31.930437226226363) | > grad_norm_1: tensor(309.3926, device='cuda:0') (tensor(134.6377, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.3673 (0.35930147032806836) | > loader_time: 0.0044 (0.003521127977233002)  --> TIME: 2024-06-11 07:48:08 -- STEP: 94/330 -- GLOBAL_STEP: 213825 | > loss_disc: 2.3006973266601562 (2.33795594408157) | > loss_disc_real_0: 0.13114766776561737 (0.10942829550897822) | > loss_disc_real_1: 0.22543920576572418 (0.20343274480484902) | > loss_disc_real_2: 0.20024727284908295 (0.21224508323567978) | > loss_disc_real_3: 0.20811623334884644 (0.22648499287823412) | > loss_disc_real_4: 0.2272292524576187 (0.22828577728347577) | > loss_disc_real_5: 0.1938646137714386 (0.21869891564896765) | > loss_0: 2.3006973266601562 (2.33795594408157) | > grad_norm_0: tensor(17.2859, device='cuda:0') (tensor(13.8502, device='cuda:0')) | > loss_gen: 2.5839297771453857 (2.5200112905908134) | > loss_kl: 1.9479618072509766 (1.871831295338083) | > loss_feat: 7.907691478729248 (7.159482636350266) | > loss_mel: 18.84126091003418 (18.271163169373867) | > loss_duration: 2.0450968742370605 (2.0334871855187937) | > loss_1: 33.3259391784668 (31.855975739499357) | > grad_norm_1: tensor(468.8519, device='cuda:0') (tensor(179.0569, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.3738 (0.3614610179941705) | > loader_time: 0.0037 (0.003638465353783141)  --> TIME: 2024-06-11 07:48:18 -- STEP: 119/330 -- GLOBAL_STEP: 213850 | > loss_disc: 2.256114959716797 (2.342540524586909) | > loss_disc_real_0: 0.11159894615411758 (0.11074131727218628) | > loss_disc_real_1: 0.20272128283977509 (0.2027205172456613) | > loss_disc_real_2: 0.193144753575325 (0.21275221086850687) | > loss_disc_real_3: 0.2090783715248108 (0.2282246380042629) | > loss_disc_real_4: 0.22447282075881958 (0.22869447111582555) | > loss_disc_real_5: 0.1948283612728119 (0.21831327626685135) | > loss_0: 2.256114959716797 (2.342540524586909) | > grad_norm_0: tensor(11.6549, device='cuda:0') (tensor(16.4114, device='cuda:0')) | > loss_gen: 2.472196578979492 (2.5183074594545767) | > loss_kl: 2.2206525802612305 (1.8782004117965698) | > loss_feat: 7.204474449157715 (7.147923225114326) | > loss_mel: 18.186227798461914 (18.26157290995622) | > loss_duration: 2.020921468734741 (2.0324281073418) | > loss_1: 32.10447311401367 (31.83843215173032) | > grad_norm_1: tensor(324.0922, device='cuda:0') (tensor(214.2543, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.3702 (0.3635432359551181) | > loader_time: 0.0041 (0.0037425846612753988)  --> TIME: 2024-06-11 07:48:27 -- STEP: 144/330 -- GLOBAL_STEP: 213875 | > loss_disc: 2.380131721496582 (2.3443108995755506) | > loss_disc_real_0: 0.08647291362285614 (0.11237629083916545) | > loss_disc_real_1: 0.18137237429618835 (0.20158457435253588) | > loss_disc_real_2: 0.20635025203227997 (0.21311969175520867) | > loss_disc_real_3: 0.21094973385334015 (0.22814024570915434) | > loss_disc_real_4: 0.23130515217781067 (0.2282216249861651) | > loss_disc_real_5: 0.24411283433437347 (0.21865734302749237) | > loss_0: 2.380131721496582 (2.3443108995755506) | > grad_norm_0: tensor(46.5982, device='cuda:0') (tensor(19.1190, device='cuda:0')) | > loss_gen: 2.3608617782592773 (2.518051635887888) | > loss_kl: 1.88357675075531 (1.879007453719775) | > loss_feat: 7.105882167816162 (7.180176734924316) | > loss_mel: 18.4813175201416 (18.264126751157978) | > loss_duration: 2.041095733642578 (2.0360575872990827) | > loss_1: 31.87273406982422 (31.877420200241936) | > grad_norm_1: tensor(412.7602, device='cuda:0') (tensor(227.8266, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.3837 (0.36532846424314713) | > loader_time: 0.0042 (0.003836214542388916)  --> TIME: 2024-06-11 07:48:37 -- STEP: 169/330 -- GLOBAL_STEP: 213900 | > loss_disc: 2.303684711456299 (2.343963610350026) | > loss_disc_real_0: 0.09000703692436218 (0.11207608506083488) | > loss_disc_real_1: 0.22904431819915771 (0.20103731398751745) | > loss_disc_real_2: 0.23661039769649506 (0.21341428663250964) | > loss_disc_real_3: 0.24030795693397522 (0.22766698896884918) | > loss_disc_real_4: 0.2568986415863037 (0.22843772102389814) | > loss_disc_real_5: 0.19005851447582245 (0.2188404196289164) | > loss_0: 2.303684711456299 (2.343963610350026) | > grad_norm_0: tensor(19.3621, device='cuda:0') (tensor(20.5622, device='cuda:0')) | > loss_gen: 2.593463182449341 (2.5241556224032977) | > loss_kl: 1.9430577754974365 (1.88128833516815) | > loss_feat: 7.484947681427002 (7.187187674482899) | > loss_mel: 18.141525268554688 (18.239139545598686) | > loss_duration: 2.0710740089416504 (2.0397652105466855) | > loss_1: 32.23406982421875 (31.871536435460197) | > grad_norm_1: tensor(250.0299, device='cuda:0') (tensor(240.2496, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.378 (0.36818304569763544) | > loader_time: 0.0044 (0.003944638212756998)  --> TIME: 2024-06-11 07:48:48 -- STEP: 194/330 -- GLOBAL_STEP: 213925 | > loss_disc: 2.304903030395508 (2.3420133873359417) | > loss_disc_real_0: 0.14588382840156555 (0.11303333072087814) | > loss_disc_real_1: 0.17483247816562653 (0.20043986843726067) | > loss_disc_real_2: 0.22235657274723053 (0.213405459120716) | > loss_disc_real_3: 0.2378312349319458 (0.22772891458469569) | > loss_disc_real_4: 0.1994066834449768 (0.22764972720256785) | > loss_disc_real_5: 0.18893268704414368 (0.21931155916956283) | > loss_0: 2.304903030395508 (2.3420133873359417) | > grad_norm_0: tensor(55.4864, device='cuda:0') (tensor(23.1071, device='cuda:0')) | > loss_gen: 2.408684730529785 (2.5286561926615607) | > loss_kl: 1.8363983631134033 (1.8828521758010708) | > loss_feat: 7.287603855133057 (7.182874839330457) | > loss_mel: 17.767091751098633 (18.21952901427281) | > loss_duration: 2.053677797317505 (2.0460359896581215) | > loss_1: 31.353456497192383 (31.85994820742263) | > grad_norm_1: tensor(435.6098, device='cuda:0') (tensor(258.9633, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.3966 (0.37320827208843427) | > loader_time: 0.0056 (0.0040822864807758125)  --> TIME: 2024-06-11 07:48:58 -- STEP: 219/330 -- GLOBAL_STEP: 213950 | > loss_disc: 2.360072374343872 (2.3435685765253336) | > loss_disc_real_0: 0.09059726446866989 (0.11372556576513809) | > loss_disc_real_1: 0.21028096973896027 (0.20041717330342554) | > loss_disc_real_2: 0.19294700026512146 (0.21367832684897942) | > loss_disc_real_3: 0.2353401929140091 (0.22734840329923586) | > loss_disc_real_4: 0.20432691276073456 (0.22741141302944862) | > loss_disc_real_5: 0.19348567724227905 (0.21955850645559563) | > loss_0: 2.360072374343872 (2.3435685765253336) | > grad_norm_0: tensor(28.2257, device='cuda:0') (tensor(25.2589, device='cuda:0')) | > loss_gen: 2.3613054752349854 (2.526499754761996) | > loss_kl: 1.971372365951538 (1.888146863680452) | > loss_feat: 7.827749252319336 (7.18781527210044) | > loss_mel: 18.202640533447266 (18.161045823467393) | > loss_duration: 2.1042327880859375 (2.05310520897173) | > loss_1: 32.46730041503906 (31.816612940400702) | > grad_norm_1: tensor(456.5404, device='cuda:0') (tensor(275.1995, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.404 (0.37664003350418995) | > loader_time: 0.0054 (0.004216424950725954)  --> TIME: 2024-06-11 07:49:09 -- STEP: 244/330 -- GLOBAL_STEP: 213975 | > loss_disc: 2.36749267578125 (2.3472016385344188) | > loss_disc_real_0: 0.1662924885749817 (0.11464457361974188) | > loss_disc_real_1: 0.14995527267456055 (0.20061757537673727) | > loss_disc_real_2: 0.2148013859987259 (0.21416998978276722) | > loss_disc_real_3: 0.22621460258960724 (0.22782787863836915) | > loss_disc_real_4: 0.20792178809642792 (0.22763506658985966) | > loss_disc_real_5: 0.19734732806682587 (0.2198449786691392) | > loss_0: 2.36749267578125 (2.3472016385344188) | > grad_norm_0: tensor(76.3270, device='cuda:0') (tensor(26.2444, device='cuda:0')) | > loss_gen: 2.467235803604126 (2.5224115643344938) | > loss_kl: 1.9690721035003662 (1.8893968858679786) | > loss_feat: 6.581263542175293 (7.15980206552099) | > loss_mel: 17.620540618896484 (18.118289525391646) | > loss_duration: 2.0725979804992676 (2.060748673364766) | > loss_1: 30.710708618164062 (31.750648740862236) | > grad_norm_1: tensor(390.4065, device='cuda:0') (tensor(287.0453, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.4289 (0.38071824976655305) | > loader_time: 0.0054 (0.004381162221314475)  --> TIME: 2024-06-11 07:49:20 -- STEP: 269/330 -- GLOBAL_STEP: 214000 | > loss_disc: 2.3229305744171143 (2.346127253925932) | > loss_disc_real_0: 0.0993725135922432 (0.11479650910071282) | > loss_disc_real_1: 0.22689400613307953 (0.20095928910718086) | > loss_disc_real_2: 0.2060951590538025 (0.21408874926513896) | > loss_disc_real_3: 0.2061326950788498 (0.2276932456457925) | > loss_disc_real_4: 0.21891944110393524 (0.22725167781890107) | > loss_disc_real_5: 0.20154784619808197 (0.21929670748435873) | > loss_0: 2.3229305744171143 (2.346127253925932) | > grad_norm_0: tensor(44.9449, device='cuda:0') (tensor(27.0435, device='cuda:0')) | > loss_gen: 2.4717485904693604 (2.5201547899210763) | > loss_kl: 2.011185646057129 (1.8924420181260233) | > loss_feat: 7.137330055236816 (7.18520835961551) | > loss_mel: 16.76045799255371 (18.086748846401527) | > loss_duration: 2.1676769256591797 (2.068213631672488) | > loss_1: 30.548398971557617 (31.752767669223942) | > grad_norm_1: tensor(496.5396, device='cuda:0') (tensor(298.8729, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.4397 (0.38533295042895915) | > loader_time: 0.0069 (0.004540511666620528) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_214000.pth  --> TIME: 2024-06-11 07:49:35 -- STEP: 294/330 -- GLOBAL_STEP: 214025 | > loss_disc: 2.334092617034912 (2.3463540782733823) | > loss_disc_real_0: 0.13641420006752014 (0.11576071790843999) | > loss_disc_real_1: 0.2254105508327484 (0.20104151006255824) | > loss_disc_real_2: 0.2221199870109558 (0.21420441953097885) | > loss_disc_real_3: 0.22382862865924835 (0.22771948895284108) | > loss_disc_real_4: 0.2164125144481659 (0.22700904912891842) | > loss_disc_real_5: 0.20559494197368622 (0.21882972313838742) | > loss_0: 2.334092617034912 (2.3463540782733823) | > grad_norm_0: tensor(57.0578, device='cuda:0') (tensor(28.9782, device='cuda:0')) | > loss_gen: 2.5088589191436768 (2.51892370593791) | > loss_kl: 2.0620360374450684 (1.8954611870707299) | > loss_feat: 7.160550594329834 (7.1881814505778205) | > loss_mel: 17.186073303222656 (18.027612854834345) | > loss_duration: 2.194821357727051 (2.0775784428427837) | > loss_1: 31.112342834472656 (31.707757677350724) | > grad_norm_1: tensor(452.9159, device='cuda:0') (tensor(310.0727, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.4611 (0.391312887879456) | > loader_time: 0.007 (0.004732206565182222)  --> TIME: 2024-06-11 07:49:48 -- STEP: 319/330 -- GLOBAL_STEP: 214050 | > loss_disc: 2.415687084197998 (2.3511222589725964) | > loss_disc_real_0: 0.21537242829799652 (0.11695982045187472) | > loss_disc_real_1: 0.1921183317899704 (0.20174443922633284) | > loss_disc_real_2: 0.21254611015319824 (0.2145813723156072) | > loss_disc_real_3: 0.25112393498420715 (0.22807697031565222) | > loss_disc_real_4: 0.2471996694803238 (0.22725436170833613) | > loss_disc_real_5: 0.23693890869617462 (0.21900020254816746) | > loss_0: 2.415687084197998 (2.3511222589725964) | > grad_norm_0: tensor(62.5708, device='cuda:0') (tensor(30.4674, device='cuda:0')) | > loss_gen: 2.633945941925049 (2.517016676152386) | > loss_kl: 1.9485198259353638 (1.9002593871568063) | > loss_feat: 9.083117485046387 (7.212473903703839) | > loss_mel: 17.987775802612305 (17.985308799624097) | > loss_duration: 2.25215220451355 (2.090759756049396) | > loss_1: 33.90550994873047 (31.70581852903934) | > grad_norm_1: tensor(374.8618, device='cuda:0') (tensor(319.0813, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.5535 (0.4004934364725431) | > loader_time: 0.0091 (0.004983100024136628)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5893731117248535 (2.5893731117248535) | > loss_disc_real_0: 0.08500079065561295 (0.08500079065561295) | > loss_disc_real_1: 0.24442146718502045 (0.24442146718502045) | > loss_disc_real_2: 0.2230207622051239 (0.2230207622051239) | > loss_disc_real_3: 0.26292359828948975 (0.26292359828948975) | > loss_disc_real_4: 0.25431734323501587 (0.25431734323501587) | > loss_disc_real_5: 0.24104197323322296 (0.24104197323322296) | > loss_0: 2.5893731117248535 (2.5893731117248535) | > loss_gen: 2.08284068107605 (2.08284068107605) | > loss_kl: 2.1092476844787598 (2.1092476844787598) | > loss_feat: 5.496005535125732 (5.496005535125732) | > loss_mel: 15.364547729492188 (15.364547729492188) | > loss_duration: 2.7894811630249023 (2.7894811630249023) | > loss_1: 27.842121124267578 (27.842121124267578)  --> STEP: 1 | > loss_disc: 2.3326735496520996 (2.3326735496520996) | > loss_disc_real_0: 0.0771249532699585 (0.0771249532699585) | > loss_disc_real_1: 0.14547128975391388 (0.14547128975391388) | > loss_disc_real_2: 0.21862277388572693 (0.21862277388572693) | > loss_disc_real_3: 0.26895421743392944 (0.26895421743392944) | > loss_disc_real_4: 0.242303729057312 (0.242303729057312) | > loss_disc_real_5: 0.2659514546394348 (0.2659514546394348) | > loss_0: 2.3326735496520996 (2.3326735496520996) | > loss_gen: 2.293632745742798 (2.293632745742798) | > loss_kl: 1.920859694480896 (1.920859694480896) | > loss_feat: 5.580667018890381 (5.580667018890381) | > loss_mel: 19.27048683166504 (19.27048683166504) | > loss_duration: 2.470017910003662 (2.470017910003662) | > loss_1: 31.53566551208496 (31.53566551208496)  --> STEP: 2 | > loss_disc: 2.468148708343506 (2.4004111289978027) | > loss_disc_real_0: 0.09089430421590805 (0.08400962874293327) | > loss_disc_real_1: 0.23044142127037048 (0.18795635551214218) | > loss_disc_real_2: 0.19587558507919312 (0.20724917948246002) | > loss_disc_real_3: 0.21074418723583221 (0.23984920233488083) | > loss_disc_real_4: 0.2566322982311249 (0.24946801364421844) | > loss_disc_real_5: 0.2298501431941986 (0.2479007989168167) | > loss_0: 2.468148708343506 (2.4004111289978027) | > loss_gen: 2.091181993484497 (2.1924073696136475) | > loss_kl: 2.7806198596954346 (2.3507397770881653) | > loss_feat: 5.884452819824219 (5.7325599193573) | > loss_mel: 20.279212951660156 (19.774849891662598) | > loss_duration: 2.4380855560302734 (2.4540517330169678) | > loss_1: 33.47355651855469 (32.504611015319824)  --> STEP: 3 | > loss_disc: 2.1575891971588135 (2.319470485051473) | > loss_disc_real_0: 0.07242763787508011 (0.08014896512031555) | > loss_disc_real_1: 0.19854770600795746 (0.19148680567741394) | > loss_disc_real_2: 0.13973067700862885 (0.18474301199118295) | > loss_disc_real_3: 0.22743725776672363 (0.23571188747882843) | > loss_disc_real_4: 0.19885779917240143 (0.23259794215361276) | > loss_disc_real_5: 0.2510489523410797 (0.24895018339157104) | > loss_0: 2.1575891971588135 (2.319470485051473) | > loss_gen: 2.537048101425171 (2.307287613550822) | > loss_kl: 2.631167411804199 (2.4442156553268433) | > loss_feat: 7.158995151519775 (6.208038330078125) | > loss_mel: 18.127565383911133 (19.22575505574544) | > loss_duration: 2.3141515254974365 (2.4074183305104575) | > loss_1: 32.76892852783203 (32.59271685282389)  --> STEP: 4 | > loss_disc: 2.1880240440368652 (2.286608874797821) | > loss_disc_real_0: 0.08388598263263702 (0.08108321949839592) | > loss_disc_real_1: 0.25278210639953613 (0.2068106308579445) | > loss_disc_real_2: 0.14522965252399445 (0.17486467212438583) | > loss_disc_real_3: 0.19393394887447357 (0.22526740282773972) | > loss_disc_real_4: 0.1954362839460373 (0.2233075276017189) | > loss_disc_real_5: 0.20949098467826843 (0.2390853837132454) | > loss_0: 2.1880240440368652 (2.286608874797821) | > loss_gen: 2.470573663711548 (2.3481091260910034) | > loss_kl: 2.5778260231018066 (2.477618247270584) | > loss_feat: 9.009499549865723 (6.908403635025024) | > loss_mel: 19.27956771850586 (19.239208221435547) | > loss_duration: 2.317613124847412 (2.384967029094696) | > loss_1: 35.65507888793945 (33.35830736160278)  --> STEP: 5 | > loss_disc: 2.6357131004333496 (2.3564297199249267) | > loss_disc_real_0: 0.07954579591751099 (0.08077573478221893) | > loss_disc_real_1: 0.2723255157470703 (0.21991360783576966) | > loss_disc_real_2: 0.25399529933929443 (0.19069079756736756) | > loss_disc_real_3: 0.30341875553131104 (0.24089767336845397) | > loss_disc_real_4: 0.2848464250564575 (0.23561530709266662) | > loss_disc_real_5: 0.3043660819530487 (0.25214152336120604) | > loss_0: 2.6357131004333496 (2.3564297199249267) | > loss_gen: 2.2199456691741943 (2.3224764347076414) | > loss_kl: 2.6462466716766357 (2.5113439321517945) | > loss_feat: 5.192187786102295 (6.565160465240479) | > loss_mel: 18.647315979003906 (19.120829772949218) | > loss_duration: 2.38704776763916 (2.3853831768035887) | > loss_1: 31.092742919921875 (32.905194473266604)  --> STEP: 6 | > loss_disc: 2.1559062004089355 (2.3230091333389282) | > loss_disc_real_0: 0.12358565628528595 (0.08791072169939677) | > loss_disc_real_1: 0.25570228695869446 (0.22587838768959045) | > loss_disc_real_2: 0.18908117711544037 (0.19042252749204636) | > loss_disc_real_3: 0.2105274498462677 (0.2358359694480896) | > loss_disc_real_4: 0.20294152200222015 (0.23016967624425888) | > loss_disc_real_5: 0.19177502393722534 (0.24208044012387595) | > loss_0: 2.1559062004089355 (2.3230091333389282) | > loss_gen: 2.615365505218506 (2.3712912797927856) | > loss_kl: 2.4878034591674805 (2.507420519987742) | > loss_feat: 7.8697509765625 (6.782592217127482) | > loss_mel: 18.09090232849121 (18.949175198872883) | > loss_duration: 2.125776767730713 (2.3421154419581094) | > loss_1: 33.189598083496094 (32.95259507497152)  --> STEP: 7 | > loss_disc: 2.214198589324951 (2.30746476990836) | > loss_disc_real_0: 0.1057322770357132 (0.09045665817601341) | > loss_disc_real_1: 0.21140453219413757 (0.2238106940473829) | > loss_disc_real_2: 0.19048628211021423 (0.19043163529464177) | > loss_disc_real_3: 0.21968677639961243 (0.23352894186973572) | > loss_disc_real_4: 0.17160925269126892 (0.2218039014509746) | > loss_disc_real_5: 0.24832266569137573 (0.24297218663351877) | > loss_0: 2.214198589324951 (2.30746476990836) | > loss_gen: 2.5953824520111084 (2.403304304395403) | > loss_kl: 3.716840982437134 (2.6801948717662265) | > loss_feat: 7.779695510864258 (6.925035544804165) | > loss_mel: 18.822948455810547 (18.931142807006836) | > loss_duration: 2.4738519191741943 (2.3609349387032643) | > loss_1: 35.38871765136719 (33.30061258588518)  --> STEP: 8 | > loss_disc: 2.403655529022217 (2.319488614797592) | > loss_disc_real_0: 0.10542763769626617 (0.092328030616045) | > loss_disc_real_1: 0.1694909632205963 (0.21702072769403458) | > loss_disc_real_2: 0.19907665252685547 (0.19151226244866848) | > loss_disc_real_3: 0.24653689563274384 (0.23515493609011173) | > loss_disc_real_4: 0.20950306951999664 (0.22026629745960236) | > loss_disc_real_5: 0.2182167023420334 (0.2398777510970831) | > loss_0: 2.403655529022217 (2.319488614797592) | > loss_gen: 2.1623499393463135 (2.373185008764267) | > loss_kl: 3.2044777870178223 (2.745730236172676) | > loss_feat: 6.716603755950928 (6.89898157119751) | > loss_mel: 15.510242462158203 (18.503530263900757) | > loss_duration: 2.211676597595215 (2.3422776460647583) | > loss_1: 29.80535125732422 (32.86370491981506)  --> STEP: 9 | > loss_disc: 2.3336610794067383 (2.3210633330874972) | > loss_disc_real_0: 0.10187020152807236 (0.09338827182849248) | > loss_disc_real_1: 0.21961380541324615 (0.21730884744061363) | > loss_disc_real_2: 0.1429416537284851 (0.18611552814642587) | > loss_disc_real_3: 0.24876630306243896 (0.2366673101981481) | > loss_disc_real_4: 0.1750158965587616 (0.21523847513728672) | > loss_disc_real_5: 0.20369267463684082 (0.23585718704594505) | > loss_0: 2.3336610794067383 (2.3210633330874972) | > loss_gen: 2.4045488834381104 (2.3766698837280273) | > loss_kl: 2.8902480602264404 (2.76178777217865) | > loss_feat: 9.548171997070312 (7.193336062961155) | > loss_mel: 19.13292694091797 (18.57346322801378) | > loss_duration: 2.138383388519287 (2.3196227285597057) | > loss_1: 36.11427688598633 (33.224879582722984)  --> STEP: 10 | > loss_disc: 2.6174497604370117 (2.3507019758224486) | > loss_disc_real_0: 0.19706885516643524 (0.10375633016228676) | > loss_disc_real_1: 0.28439199924468994 (0.22401716262102128) | > loss_disc_real_2: 0.28517159819602966 (0.19602113515138625) | > loss_disc_real_3: 0.2807556092739105 (0.24107614010572434) | > loss_disc_real_4: 0.24378173053264618 (0.21809280067682266) | > loss_disc_real_5: 0.3059749901294708 (0.24286896735429764) | > loss_0: 2.6174497604370117 (2.3507019758224486) | > loss_gen: 2.3872501850128174 (2.377727913856506) | > loss_kl: 2.731952667236328 (2.7588042616844177) | > loss_feat: 5.706174373626709 (7.04461989402771) | > loss_mel: 17.77805519104004 (18.493922424316406) | > loss_duration: 2.294734001159668 (2.3171338558197023) | > loss_1: 30.89816665649414 (32.992208290100095)  --> STEP: 11 | > loss_disc: 2.557697057723999 (2.3695197105407715) | > loss_disc_real_0: 0.13827992975711823 (0.10689483921636235) | > loss_disc_real_1: 0.28100278973579407 (0.2291976741769097) | > loss_disc_real_2: 0.20355109870433807 (0.1967056772925637) | > loss_disc_real_3: 0.24075354635715485 (0.24104681340130893) | > loss_disc_real_4: 0.22215282917022705 (0.21846189417622305) | > loss_disc_real_5: 0.35356882214546204 (0.25293259051713074) | > loss_0: 2.557697057723999 (2.3695197105407715) | > loss_gen: 2.2352166175842285 (2.3647723414681177) | > loss_kl: 3.2972373962402344 (2.8077527284622192) | > loss_feat: 6.872642993927002 (7.028985630382191) | > loss_mel: 16.469181060791016 (18.30985502763228) | > loss_duration: 2.467205762863159 (2.3307767564600166) | > loss_1: 31.341482162475586 (32.84214227849787)  --> STEP: 12 | > loss_disc: 2.4965813159942627 (2.3801081776618958) | > loss_disc_real_0: 0.19270029664039612 (0.1140452940016985) | > loss_disc_real_1: 0.23508308827877045 (0.22968812535206476) | > loss_disc_real_2: 0.2208051234483719 (0.19871396447221437) | > loss_disc_real_3: 0.2455451637506485 (0.24142167593042055) | > loss_disc_real_4: 0.21936587989330292 (0.21853722631931305) | > loss_disc_real_5: 0.2381359338760376 (0.25169953579703963) | > loss_0: 2.4965813159942627 (2.3801081776618958) | > loss_gen: 2.3027451038360596 (2.3596034049987797) | > loss_kl: 2.388129234313965 (2.772784103949865) | > loss_feat: 5.899936676025391 (6.934898217519124) | > loss_mel: 18.541484832763672 (18.32915751139323) | > loss_duration: 2.254387855529785 (2.3244110147158303) | > loss_1: 31.38668441772461 (32.72085412343343)  --> STEP: 13 | > loss_disc: 2.2221171855926514 (2.3679550244258) | > loss_disc_real_0: 0.16217070817947388 (0.11774724893845044) | > loss_disc_real_1: 0.23608438670635223 (0.23018014545624071) | > loss_disc_real_2: 0.19917428493499756 (0.1987493737385823) | > loss_disc_real_3: 0.3011171221733093 (0.2460136333337197) | > loss_disc_real_4: 0.22678783535957336 (0.21917188855317923) | > loss_disc_real_5: 0.2389746904373169 (0.25072070153859943) | > loss_0: 2.2221171855926514 (2.3679550244258) | > loss_gen: 2.804870128631592 (2.393854691432073) | > loss_kl: 3.0591773986816406 (2.7948143573907704) | > loss_feat: 7.125929355621338 (6.949592920450064) | > loss_mel: 16.900012969970703 (18.21922331589919) | > loss_duration: 2.2232303619384766 (2.316627887579111) | > loss_1: 32.11322021484375 (32.674113053541916)  --> STEP: 14 | > loss_disc: 2.3604822158813477 (2.3674212523869107) | > loss_disc_real_0: 0.1291418820619583 (0.11856115130441529) | > loss_disc_real_1: 0.18383120000362396 (0.22686950649533952) | > loss_disc_real_2: 0.2116934210062027 (0.19967394854341233) | > loss_disc_real_3: 0.2720594108104706 (0.24787404601063048) | > loss_disc_real_4: 0.21992093324661255 (0.21922539174556732) | > loss_disc_real_5: 0.2085290253162384 (0.24770701037985934) | > loss_0: 2.3604822158813477 (2.3674212523869107) | > loss_gen: 2.385434865951538 (2.3932532753263205) | > loss_kl: 3.448090076446533 (2.8414769087518965) | > loss_feat: 6.78771448135376 (6.9380301748003275) | > loss_mel: 19.550914764404297 (18.314344133649552) | > loss_duration: 2.4083681106567383 (2.323180760656084) | > loss_1: 34.58052062988281 (32.81028502328055)  --> STEP: 15 | > loss_disc: 2.5470213890075684 (2.379394594828288) | > loss_disc_real_0: 0.06882888078689575 (0.11524566660324732) | > loss_disc_real_1: 0.23930302262306213 (0.22769840757052104) | > loss_disc_real_2: 0.19341067969799042 (0.19925639728705088) | > loss_disc_real_3: 0.26925674080848694 (0.24929955899715422) | > loss_disc_real_4: 0.23592595756053925 (0.22033876279989878) | > loss_disc_real_5: 0.2452663630247116 (0.24754430055618284) | > loss_0: 2.5470213890075684 (2.379394594828288) | > loss_gen: 1.9543542861938477 (2.3639933427174893) | > loss_kl: 2.8560547828674316 (2.8424487670262653) | > loss_feat: 4.256405353546143 (6.759255186716715) | > loss_mel: 16.288990020751953 (18.179320526123046) | > loss_duration: 2.3178837299346924 (2.322827625274658) | > loss_1: 27.673688888549805 (32.467845280965165)  --> STEP: 16 | > loss_disc: 2.4218382835388184 (2.382047325372696) | > loss_disc_real_0: 0.2065829634666443 (0.12095424765720963) | > loss_disc_real_1: 0.19441208243370056 (0.22561801224946976) | > loss_disc_real_2: 0.22845396399497986 (0.20108124520629644) | > loss_disc_real_3: 0.27447110414505005 (0.2508727805688977) | > loss_disc_real_4: 0.16743406653404236 (0.21703221928328276) | > loss_disc_real_5: 0.18565158545970917 (0.24367600586265323) | > loss_0: 2.4218382835388184 (2.382047325372696) | > loss_gen: 2.362722635269165 (2.363913923501969) | > loss_kl: 2.6231343746185303 (2.828741617500782) | > loss_feat: 6.4951252937316895 (6.742747068405151) | > loss_mel: 18.516611099243164 (18.200401186943054) | > loss_duration: 2.3455562591552734 (2.3242481648921967) | > loss_1: 32.34314727783203 (32.46005165576935)  --> STEP: 17 | > loss_disc: 2.539828300476074 (2.3913285592023064) | > loss_disc_real_0: 0.11570531874895096 (0.12064548713319442) | > loss_disc_real_1: 0.23742082715034485 (0.226312295478933) | > loss_disc_real_2: 0.26474085450172424 (0.20482592810602748) | > loss_disc_real_3: 0.26817476749420166 (0.2518905445056803) | > loss_disc_real_4: 0.20903171598911285 (0.21656160144244924) | > loss_disc_real_5: 0.2913668751716614 (0.24648135111612432) | > loss_0: 2.539828300476074 (2.3913285592023064) | > loss_gen: 2.2846851348876953 (2.3592534065246586) | > loss_kl: 2.324671506881714 (2.79909043452319) | > loss_feat: 6.115479469299316 (6.705848974340102) | > loss_mel: 16.981060028076172 (18.128675236421472) | > loss_duration: 2.3900718688964844 (2.3281201474806843) | > loss_1: 30.09596824645996 (32.32098792580997)  --> STEP: 18 | > loss_disc: 2.19797945022583 (2.3805869420369468) | > loss_disc_real_0: 0.06958366185426712 (0.11780871906214291) | > loss_disc_real_1: 0.2419082373380661 (0.22717873669332928) | > loss_disc_real_2: 0.1654561460018158 (0.20263871798912683) | > loss_disc_real_3: 0.20076952874660492 (0.24905048807462057) | > loss_disc_real_4: 0.1816350519657135 (0.21462123758263058) | > loss_disc_real_5: 0.14725840091705322 (0.2409689649939537) | > loss_0: 2.19797945022583 (2.3805869420369468) | > loss_gen: 2.452423095703125 (2.3644295003679066) | > loss_kl: 2.5860064029693604 (2.7872524327701993) | > loss_feat: 8.074013710021973 (6.781858126322429) | > loss_mel: 15.518610954284668 (17.98367166519165) | > loss_duration: 2.2355737686157227 (2.3229786819881864) | > loss_1: 30.866626739501953 (32.24019008212619)  --> STEP: 19 | > loss_disc: 2.3202412128448486 (2.3774108510268364) | > loss_disc_real_0: 0.09672915935516357 (0.11669926855124925) | > loss_disc_real_1: 0.17342469096183777 (0.22434957639167183) | > loss_disc_real_2: 0.20224492251873016 (0.20261799191173754) | > loss_disc_real_3: 0.19388511776924133 (0.24614704753223218) | > loss_disc_real_4: 0.14848093688488007 (0.21114016912485423) | > loss_disc_real_5: 0.1808270812034607 (0.2378036026891909) | > loss_0: 2.3202412128448486 (2.3774108510268364) | > loss_gen: 2.1782398223876953 (2.3546300436321057) | > loss_kl: 2.0133070945739746 (2.7465184676019767) | > loss_feat: 8.800304412841797 (6.888092141402395) | > loss_mel: 18.280717849731445 (17.99930567490427) | > loss_duration: 2.2825663089752197 (2.3208517149875036) | > loss_1: 33.555137634277344 (32.30939784802889)  --> STEP: 20 | > loss_disc: 2.453789710998535 (2.3812297940254212) | > loss_disc_real_0: 0.17739850282669067 (0.11973423026502132) | > loss_disc_real_1: 0.19809366762638092 (0.2230367809534073) | > loss_disc_real_2: 0.20228299498558044 (0.20260124206542968) | > loss_disc_real_3: 0.2183665633201599 (0.24475802332162858) | > loss_disc_real_4: 0.19632068276405334 (0.21039919480681418) | > loss_disc_real_5: 0.2500746548175812 (0.23841715529561042) | > loss_0: 2.453789710998535 (2.3812297940254212) | > loss_gen: 2.312246561050415 (2.3525108695030212) | > loss_kl: 2.285525321960449 (2.7234688103199005) | > loss_feat: 7.170378684997559 (6.902206468582153) | > loss_mel: 19.018613815307617 (18.05027108192444) | > loss_duration: 2.277775287628174 (2.318697893619537) | > loss_1: 33.06454086303711 (32.347154998779295)  --> STEP: 21 | > loss_disc: 2.2844691276550293 (2.3766221432458785) | > loss_disc_real_0: 0.07437542080879211 (0.11757428695758183) | > loss_disc_real_1: 0.15482692420482635 (0.2197886925368082) | > loss_disc_real_2: 0.22468392550945282 (0.20365279841990697) | > loss_disc_real_3: 0.27133461833000183 (0.24602357546488443) | > loss_disc_real_4: 0.20417755842208862 (0.21010292640754155) | > loss_disc_real_5: 0.25753694772720337 (0.23932762160187676) | > loss_0: 2.2844691276550293 (2.3766221432458785) | > loss_gen: 2.3013293743133545 (2.3500736554463706) | > loss_kl: 2.0574963092803955 (2.691755834079924) | > loss_feat: 5.107654571533203 (6.816751616341727) | > loss_mel: 17.593223571777344 (18.028506914774578) | > loss_duration: 2.1727635860443115 (2.3117486408778594) | > loss_1: 29.232465744018555 (32.19883646283831)  --> STEP: 22 | > loss_disc: 2.2099575996398926 (2.3690464821728794) | > loss_disc_real_0: 0.13323375582695007 (0.11828608099709857) | > loss_disc_real_1: 0.26096850633621216 (0.22166050225496292) | > loss_disc_real_2: 0.18215711414813995 (0.2026757218620994) | > loss_disc_real_3: 0.1424223780632019 (0.24131443012844433) | > loss_disc_real_4: 0.18363907933235168 (0.2089000242677602) | > loss_disc_real_5: 0.16035357117652893 (0.23573789203708823) | > loss_0: 2.2099575996398926 (2.3690464821728794) | > loss_gen: 2.5371272563934326 (2.358576091853055) | > loss_kl: 2.2960205078125 (2.673767864704132) | > loss_feat: 7.979636192321777 (6.869610006159002) | > loss_mel: 19.833837509155273 (18.110567396337334) | > loss_duration: 2.1863505840301514 (2.3060487292029634) | > loss_1: 34.83297348022461 (32.3185699636286)  --> STEP: 23 | > loss_disc: 2.5273079872131348 (2.3759274171746294) | > loss_disc_real_0: 0.11717785894870758 (0.11823789742977722) | > loss_disc_real_1: 0.24490977823734283 (0.22267134034115335) | > loss_disc_real_2: 0.16794997453689575 (0.20116590676100357) | > loss_disc_real_3: 0.258834570646286 (0.2420761753683505) | > loss_disc_real_4: 0.15394844114780426 (0.20651082500167514) | > loss_disc_real_5: 0.19651073217391968 (0.23403236334738525) | > loss_0: 2.5273079872131348 (2.3759274171746294) | > loss_gen: 2.1044864654541016 (2.347528716792231) | > loss_kl: 2.4220972061157227 (2.66282566215681) | > loss_feat: 6.077829837799072 (6.835184781447701) | > loss_mel: 16.603178024291992 (18.045028727987535) | > loss_duration: 2.267993688583374 (2.304394162219503) | > loss_1: 29.4755859375 (32.19496196249257)  --> STEP: 24 | > loss_disc: 2.425257444381714 (2.3779828349749246) | > loss_disc_real_0: 0.06423482298851013 (0.11598776932805777) | > loss_disc_real_1: 0.24304381012916565 (0.2235201932489872) | > loss_disc_real_2: 0.2646133005619049 (0.20380954816937447) | > loss_disc_real_3: 0.23039670288562775 (0.24158953068157038) | > loss_disc_real_4: 0.1887013465166092 (0.20576876339813074) | > loss_disc_real_5: 0.2423763871192932 (0.23438003100454807) | > loss_0: 2.425257444381714 (2.3779828349749246) | > loss_gen: 2.439390182495117 (2.3513562778631845) | > loss_kl: 2.5429043769836426 (2.6578289419412613) | > loss_feat: 8.440179824829102 (6.902059574921926) | > loss_mel: 19.24534797668457 (18.09504203001658) | > loss_duration: 2.414865255355835 (2.308997124433517) | > loss_1: 35.08268737792969 (32.31528385480245)  --> STEP: 25 | > loss_disc: 2.385885238647461 (2.3782989311218263) | > loss_disc_real_0: 0.12569481134414673 (0.11637605100870133) | > loss_disc_real_1: 0.30893194675445557 (0.22693666338920593) | > loss_disc_real_2: 0.23891936242580414 (0.20521394073963165) | > loss_disc_real_3: 0.30013880133628845 (0.2439315015077591) | > loss_disc_real_4: 0.17227768898010254 (0.2044291204214096) | > loss_disc_real_5: 0.13584665954113007 (0.23043869614601134) | > loss_0: 2.385885238647461 (2.3782989311218263) | > loss_gen: 2.4373464584350586 (2.3547958850860597) | > loss_kl: 2.455817461013794 (2.6497484827041626) | > loss_feat: 6.555194854736328 (6.888184986114502) | > loss_mel: 16.172840118408203 (18.018153953552243) | > loss_duration: 2.336221694946289 (2.310086107254028) | > loss_1: 29.957422256469727 (32.22096939086914)  --> STEP: 26 | > loss_disc: 2.7200984954833984 (2.391445068212656) | > loss_disc_real_0: 0.04945343732833862 (0.11380210432868737) | > loss_disc_real_1: 0.1568496972322464 (0.2242410108447075) | > loss_disc_real_2: 0.1213492825627327 (0.2019883769635971) | > loss_disc_real_3: 0.19838792085647583 (0.2421798253288636) | > loss_disc_real_4: 0.10550545901060104 (0.2006243642133016) | > loss_disc_real_5: 0.1152297779917717 (0.22600758390930983) | > loss_0: 2.7200984954833984 (2.391445068212656) | > loss_gen: 1.6084424257278442 (2.3260899828030515) | > loss_kl: 2.289646863937378 (2.6358984204439015) | > loss_feat: 11.016007423400879 (7.0469473875485935) | > loss_mel: 20.336668014526367 (18.107327571282017) | > loss_duration: 2.2913384437561035 (2.309365043273339) | > loss_1: 37.54210662841797 (32.42562851539025) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024555738155658427 (-1.8092302175668536e-05) | > avg_loss_disc: 2.391445068212656 (-0.039247870445251465) | > avg_loss_disc_real_0: 0.11380210432868737 (-0.02077086885961202) | > avg_loss_disc_real_1: 0.2242410108447075 (-0.03948047642524416) | > avg_loss_disc_real_2: 0.2019883769635971 (-0.023680514154525906) | > avg_loss_disc_real_3: 0.2421798253288636 (+0.009150613385897427) | > avg_loss_disc_real_4: 0.2006243642133016 (-0.013204891807757885) | > avg_loss_disc_real_5: 0.22600758390930983 (+0.010950213154921173) | > avg_loss_0: 2.391445068212656 (-0.039247870445251465) | > avg_loss_gen: 2.3260899828030515 (-0.00723499059677124) | > avg_loss_kl: 2.6358984204439015 (-0.01158264050116875) | > avg_loss_feat: 7.0469473875485935 (+0.5243144952333889) | > avg_loss_mel: 18.107327571282017 (+0.5676410748408358) | > avg_loss_duration: 2.309365043273339 (+0.0003435886823210943) | > avg_loss_1: 32.42562851539025 (+1.0734817064725455)  > EPOCH: 382/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:50:14)   --> TIME: 2024-06-11 07:50:20 -- STEP: 14/330 -- GLOBAL_STEP: 214075 | > loss_disc: 2.3552980422973633 (2.3351181745529175) | > loss_disc_real_0: 0.10600632429122925 (0.09916608541139535) | > loss_disc_real_1: 0.22770069539546967 (0.19780721621853964) | > loss_disc_real_2: 0.2289046198129654 (0.21162450845752442) | > loss_disc_real_3: 0.23026303946971893 (0.22889989082302367) | > loss_disc_real_4: 0.246893972158432 (0.2287252822092601) | > loss_disc_real_5: 0.2322772890329361 (0.2176419273018837) | > loss_0: 2.3552980422973633 (2.3351181745529175) | > grad_norm_0: tensor(7.4425, device='cuda:0') (tensor(9.9142, device='cuda:0')) | > loss_gen: 2.5965402126312256 (2.500455788203648) | > loss_kl: 1.5120902061462402 (1.8747484513691492) | > loss_feat: 7.167659282684326 (6.948891367231097) | > loss_mel: 17.61197280883789 (18.460673604692733) | > loss_duration: 2.095850944519043 (2.1476249269076755) | > loss_1: 30.984111785888672 (31.93239348275321) | > grad_norm_1: tensor(87.7402, device='cuda:0') (tensor(135.0632, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.3508 (0.3497349534715925) | > loader_time: 0.003 (0.003149066652570452)  --> TIME: 2024-06-11 07:50:29 -- STEP: 39/330 -- GLOBAL_STEP: 214100 | > loss_disc: 2.324173927307129 (2.3242638722444187) | > loss_disc_real_0: 0.1054370105266571 (0.10382021419130837) | > loss_disc_real_1: 0.1701153814792633 (0.1995150733452577) | > loss_disc_real_2: 0.18783998489379883 (0.21450924070981833) | > loss_disc_real_3: 0.20605608820915222 (0.22830757269492516) | > loss_disc_real_4: 0.22604210674762726 (0.22762905519742233) | > loss_disc_real_5: 0.20140501856803894 (0.21725385311322334) | > loss_0: 2.324173927307129 (2.3242638722444187) | > grad_norm_0: tensor(11.5476, device='cuda:0') (tensor(9.9249, device='cuda:0')) | > loss_gen: 2.517430543899536 (2.5163275400797525) | > loss_kl: 1.9145489931106567 (1.9017314972021642) | > loss_feat: 7.52831506729126 (7.146256630237286) | > loss_mel: 18.349708557128906 (18.378624598185223) | > loss_duration: 2.0612897872924805 (2.070345637125847) | > loss_1: 32.37129211425781 (32.013285759167786) | > grad_norm_1: tensor(207.0521, device='cuda:0') (tensor(123.7846, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.3627 (0.3523553823813414) | > loader_time: 0.0033 (0.003261572275406275)  --> TIME: 2024-06-11 07:50:39 -- STEP: 64/330 -- GLOBAL_STEP: 214125 | > loss_disc: 2.376138687133789 (2.326660115271806) | > loss_disc_real_0: 0.10776276886463165 (0.10609429964097215) | > loss_disc_real_1: 0.22378909587860107 (0.198139964370057) | > loss_disc_real_2: 0.22513796389102936 (0.21605360880494118) | > loss_disc_real_3: 0.23106181621551514 (0.2282214614097029) | > loss_disc_real_4: 0.2426808625459671 (0.22760145273059607) | > loss_disc_real_5: 0.23692671954631805 (0.21720422012731433) | > loss_0: 2.376138687133789 (2.326660115271806) | > grad_norm_0: tensor(12.8366, device='cuda:0') (tensor(10.7524, device='cuda:0')) | > loss_gen: 2.4969663619995117 (2.511924371123314) | > loss_kl: 1.8641095161437988 (1.9149207081645727) | > loss_feat: 7.187165260314941 (7.146567299962044) | > loss_mel: 18.220993041992188 (18.334989309310917) | > loss_duration: 2.015338897705078 (2.0443172976374626) | > loss_1: 31.78457260131836 (31.95271876454354) | > grad_norm_1: tensor(174.2906, device='cuda:0') (tensor(124.5195, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.3577 (0.3559986464679241) | > loader_time: 0.0033 (0.003367956727743149)  --> TIME: 2024-06-11 07:50:48 -- STEP: 89/330 -- GLOBAL_STEP: 214150 | > loss_disc: 2.3374533653259277 (2.3185183332207497) | > loss_disc_real_0: 0.12646953761577606 (0.1080969814420416) | > loss_disc_real_1: 0.1668475717306137 (0.19779793315389183) | > loss_disc_real_2: 0.22492434084415436 (0.2139152390568444) | > loss_disc_real_3: 0.23982983827590942 (0.22771945043226308) | > loss_disc_real_4: 0.21492819488048553 (0.22744397584641918) | > loss_disc_real_5: 0.20310163497924805 (0.21704870177788682) | > loss_0: 2.3374533653259277 (2.3185183332207497) | > grad_norm_0: tensor(27.6950, device='cuda:0') (tensor(10.9926, device='cuda:0')) | > loss_gen: 2.560965061187744 (2.5244563242022906) | > loss_kl: 2.104811429977417 (1.9092555313967587) | > loss_feat: 7.360742568969727 (7.252440575803264) | > loss_mel: 18.004467010498047 (18.30031958590733) | > loss_duration: 2.0333409309387207 (2.0346873449475575) | > loss_1: 32.064327239990234 (32.021159139911795) | > grad_norm_1: tensor(244.6269, device='cuda:0') (tensor(136.6425, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.3721 (0.35978610328074245) | > loader_time: 0.0037 (0.003483140066768346)  --> TIME: 2024-06-11 07:50:57 -- STEP: 114/330 -- GLOBAL_STEP: 214175 | > loss_disc: 2.3981430530548096 (2.321438530035186) | > loss_disc_real_0: 0.13397303223609924 (0.10988267854248222) | > loss_disc_real_1: 0.1841929852962494 (0.19808677387864967) | > loss_disc_real_2: 0.20583868026733398 (0.2134777323195809) | > loss_disc_real_3: 0.232772558927536 (0.22729760878964475) | > loss_disc_real_4: 0.22872354090213776 (0.22717744935499995) | > loss_disc_real_5: 0.24124011397361755 (0.21633110496035793) | > loss_0: 2.3981430530548096 (2.321438530035186) | > grad_norm_0: tensor(13.1409, device='cuda:0') (tensor(13.3880, device='cuda:0')) | > loss_gen: 2.561960220336914 (2.5250775165725163) | > loss_kl: 1.7743574380874634 (1.899883112363648) | > loss_feat: 7.145567893981934 (7.2450173905021265) | > loss_mel: 19.4518985748291 (18.22508820316248) | > loss_duration: 2.054447889328003 (2.034270340936225) | > loss_1: 32.98823165893555 (31.929336330346914) | > grad_norm_1: tensor(118.5282, device='cuda:0') (tensor(159.9129, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.367 (0.36168095521759563) | > loader_time: 0.0039 (0.003589805803800884)  --> TIME: 2024-06-11 07:51:07 -- STEP: 139/330 -- GLOBAL_STEP: 214200 | > loss_disc: 2.361332416534424 (2.3215611049597213) | > loss_disc_real_0: 0.12186777591705322 (0.11046890048779172) | > loss_disc_real_1: 0.192213773727417 (0.19839177296744837) | > loss_disc_real_2: 0.21265777945518494 (0.21409840785342155) | > loss_disc_real_3: 0.25667014718055725 (0.22758836819113587) | > loss_disc_real_4: 0.23138563334941864 (0.22634025572015226) | > loss_disc_real_5: 0.2114103138446808 (0.21603454220638002) | > loss_0: 2.361332416534424 (2.3215611049597213) | > grad_norm_0: tensor(10.8766, device='cuda:0') (tensor(13.6642, device='cuda:0')) | > loss_gen: 2.5561985969543457 (2.5271039695190862) | > loss_kl: 1.8287503719329834 (1.9079711840307112) | > loss_feat: 7.142954349517822 (7.233918488454476) | > loss_mel: 17.942338943481445 (18.229458458989644) | > loss_duration: 2.09938383102417 (2.0377416627870173) | > loss_1: 31.569625854492188 (31.9361935347962) | > grad_norm_1: tensor(228.2348, device='cuda:0') (tensor(167.2988, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.3587 (0.36391770410880775) | > loader_time: 0.0039 (0.0036971174555716756)  --> TIME: 2024-06-11 07:51:17 -- STEP: 164/330 -- GLOBAL_STEP: 214225 | > loss_disc: 2.29996919631958 (2.3245055093997853) | > loss_disc_real_0: 0.09203944355249405 (0.11140641213462847) | > loss_disc_real_1: 0.20117662847042084 (0.1989672732789342) | > loss_disc_real_2: 0.18010520935058594 (0.21349855948512148) | > loss_disc_real_3: 0.19915452599525452 (0.22743542746799747) | > loss_disc_real_4: 0.23084567487239838 (0.226365408246837) | > loss_disc_real_5: 0.23213715851306915 (0.21676644646539922) | > loss_0: 2.29996919631958 (2.3245055093997853) | > grad_norm_0: tensor(34.2042, device='cuda:0') (tensor(15.2082, device='cuda:0')) | > loss_gen: 2.608675956726074 (2.52623155931147) | > loss_kl: 1.8151577711105347 (1.9100069585369854) | > loss_feat: 8.05634880065918 (7.247818699697169) | > loss_mel: 18.5997314453125 (18.232677366675407) | > loss_duration: 2.114051103591919 (2.039915614738696) | > loss_1: 33.193965911865234 (31.956649954726068) | > grad_norm_1: tensor(359.9296, device='cuda:0') (tensor(186.0042, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.4098 (0.36719097015334334) | > loader_time: 0.0046 (0.0038228979924829994)  --> TIME: 2024-06-11 07:51:27 -- STEP: 189/330 -- GLOBAL_STEP: 214250 | > loss_disc: 2.3974359035491943 (2.328313488178151) | > loss_disc_real_0: 0.1260099560022354 (0.11177524271859694) | > loss_disc_real_1: 0.17415067553520203 (0.19920053266028248) | > loss_disc_real_2: 0.22494937479496002 (0.21433691010273323) | > loss_disc_real_3: 0.2535785138607025 (0.22821998935212534) | > loss_disc_real_4: 0.24244122207164764 (0.2259257994000874) | > loss_disc_real_5: 0.27179470658302307 (0.21728524084759768) | > loss_0: 2.3974359035491943 (2.328313488178151) | > grad_norm_0: tensor(36.1118, device='cuda:0') (tensor(17.6971, device='cuda:0')) | > loss_gen: 2.536997079849243 (2.531748145976392) | > loss_kl: 1.9426721334457397 (1.910282572110494) | > loss_feat: 6.929211616516113 (7.262806518998726) | > loss_mel: 18.098276138305664 (18.19172557447323) | > loss_duration: 2.119192123413086 (2.0462630797946244) | > loss_1: 31.6263484954834 (31.942825690779117) | > grad_norm_1: tensor(550.8572, device='cuda:0') (tensor(210.8458, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.3969 (0.3720518975030808) | > loader_time: 0.0046 (0.003935860578345244)  --> TIME: 2024-06-11 07:51:38 -- STEP: 214/330 -- GLOBAL_STEP: 214275 | > loss_disc: 2.4003560543060303 (2.3319217389989104) | > loss_disc_real_0: 0.07049478590488434 (0.11170732384878342) | > loss_disc_real_1: 0.23838090896606445 (0.19947901507404364) | > loss_disc_real_2: 0.2541506290435791 (0.2140131523118955) | > loss_disc_real_3: 0.2355426698923111 (0.2276548654815861) | > loss_disc_real_4: 0.24473081529140472 (0.22715912522556625) | > loss_disc_real_5: 0.22683776915073395 (0.2181859980816039) | > loss_0: 2.4003560543060303 (2.3319217389989104) | > grad_norm_0: tensor(40.1967, device='cuda:0') (tensor(19.8414, device='cuda:0')) | > loss_gen: 2.5997507572174072 (2.534638359167863) | > loss_kl: 2.056319236755371 (1.9170651357864665) | > loss_feat: 6.785449504852295 (7.275781172458257) | > loss_mel: 17.38517951965332 (18.1744322286588) | > loss_duration: 2.1402587890625 (2.053164499385333) | > loss_1: 30.966957092285156 (31.955081173192685) | > grad_norm_1: tensor(441.2171, device='cuda:0') (tensor(231.9583, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.4157 (0.3763876496074356) | > loader_time: 0.0054 (0.004079939048981001)  --> TIME: 2024-06-11 07:51:48 -- STEP: 239/330 -- GLOBAL_STEP: 214300 | > loss_disc: 2.3686254024505615 (2.3329758284979767) | > loss_disc_real_0: 0.1271148920059204 (0.11332080723663254) | > loss_disc_real_1: 0.20088043808937073 (0.19945310467706065) | > loss_disc_real_2: 0.2570989727973938 (0.21392672724055445) | > loss_disc_real_3: 0.25348594784736633 (0.22767419707824996) | > loss_disc_real_4: 0.22060295939445496 (0.22625832047671954) | > loss_disc_real_5: 0.17760880291461945 (0.2178469070829607) | > loss_0: 2.3686254024505615 (2.3329758284979767) | > grad_norm_0: tensor(21.9822, device='cuda:0') (tensor(22.9849, device='cuda:0')) | > loss_gen: 2.577310562133789 (2.533911994311598) | > loss_kl: 1.9736363887786865 (1.9187737084831653) | > loss_feat: 7.270374774932861 (7.256902974020986) | > loss_mel: 17.742572784423828 (18.124312468652455) | > loss_duration: 2.086149215698242 (2.0604260421697047) | > loss_1: 31.650043487548828 (31.89432697216338) | > grad_norm_1: tensor(180.0750, device='cuda:0') (tensor(247.1389, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.4137 (0.3807658161578318) | > loader_time: 0.0059 (0.0042174231557167725)  --> TIME: 2024-06-11 07:51:59 -- STEP: 264/330 -- GLOBAL_STEP: 214325 | > loss_disc: 2.3698856830596924 (2.3332107040015115) | > loss_disc_real_0: 0.14409123361110687 (0.11429831313646653) | > loss_disc_real_1: 0.18637770414352417 (0.1989674847573042) | > loss_disc_real_2: 0.21469511091709137 (0.2138358795958938) | > loss_disc_real_3: 0.21698354184627533 (0.22730537204805648) | > loss_disc_real_4: 0.2278914451599121 (0.22628748755563388) | > loss_disc_real_5: 0.22295846045017242 (0.21841614332162973) | > loss_0: 2.3698856830596924 (2.3332107040015115) | > grad_norm_0: tensor(44.0463, device='cuda:0') (tensor(23.1448, device='cuda:0')) | > loss_gen: 2.482409954071045 (2.5291725433233996) | > loss_kl: 1.9657070636749268 (1.922440213687492) | > loss_feat: 7.0986409187316895 (7.24521886399298) | > loss_mel: 17.559606552124023 (18.072257114179212) | > loss_duration: 2.182852268218994 (2.067669184370472) | > loss_1: 31.289216995239258 (31.83675774660978) | > grad_norm_1: tensor(381.6250, device='cuda:0') (tensor(253.6003, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.427 (0.3852130021109726) | > loader_time: 0.006 (0.0043657548499829845)  --> TIME: 2024-06-11 07:52:11 -- STEP: 289/330 -- GLOBAL_STEP: 214350 | > loss_disc: 2.31524658203125 (2.3334610783930048) | > loss_disc_real_0: 0.16050080955028534 (0.11443752673000197) | > loss_disc_real_1: 0.20295944809913635 (0.19976360028590304) | > loss_disc_real_2: 0.17606863379478455 (0.21389737091056205) | > loss_disc_real_3: 0.20305554568767548 (0.22726462214257065) | > loss_disc_real_4: 0.23038065433502197 (0.2266200566889918) | > loss_disc_real_5: 0.2626529335975647 (0.21844176401522744) | > loss_0: 2.31524658203125 (2.3334610783930048) | > grad_norm_0: tensor(76.2511, device='cuda:0') (tensor(24.0949, device='cuda:0')) | > loss_gen: 2.5310676097869873 (2.52967097190012) | > loss_kl: 1.9671201705932617 (1.92416551286374) | > loss_feat: 7.195079326629639 (7.254308652712812) | > loss_mel: 17.526958465576172 (18.022540643553434) | > loss_duration: 2.2013745307922363 (2.076604262767776) | > loss_1: 31.421598434448242 (31.80728984291579) | > grad_norm_1: tensor(375.3077, device='cuda:0') (tensor(266.3499, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.4472 (0.3899185558503887) | > loader_time: 0.0068 (0.004535233685714563)  --> TIME: 2024-06-11 07:52:23 -- STEP: 314/330 -- GLOBAL_STEP: 214375 | > loss_disc: 2.2631516456604004 (2.339472425211766) | > loss_disc_real_0: 0.06265941262245178 (0.11643139295469801) | > loss_disc_real_1: 0.19517861306667328 (0.20042304889221862) | > loss_disc_real_2: 0.19663125276565552 (0.21395275817745052) | > loss_disc_real_3: 0.2127700001001358 (0.22758264051880805) | > loss_disc_real_4: 0.2168866991996765 (0.2263158139339678) | > loss_disc_real_5: 0.20784053206443787 (0.21851337193303808) | > loss_0: 2.2631516456604004 (2.339472425211766) | > grad_norm_0: tensor(18.9610, device='cuda:0') (tensor(26.9093, device='cuda:0')) | > loss_gen: 2.591820240020752 (2.5290901250899953) | > loss_kl: 1.9072691202163696 (1.9270075263491102) | > loss_feat: 8.468974113464355 (7.268250457800118) | > loss_mel: 18.577051162719727 (17.9987475401277) | > loss_duration: 2.285306453704834 (2.088633548302254) | > loss_1: 33.830421447753906 (31.81172899987288) | > grad_norm_1: tensor(390.3948, device='cuda:0') (tensor(279.5139, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.5304 (0.39831659216789683) | > loader_time: 0.0089 (0.0047571142767644965)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4875378608703613 (2.4875378608703613) | > loss_disc_real_0: 0.08926321566104889 (0.08926321566104889) | > loss_disc_real_1: 0.18814031779766083 (0.18814031779766083) | > loss_disc_real_2: 0.21953938901424408 (0.21953938901424408) | > loss_disc_real_3: 0.21898572146892548 (0.21898572146892548) | > loss_disc_real_4: 0.2820959687232971 (0.2820959687232971) | > loss_disc_real_5: 0.26807451248168945 (0.26807451248168945) | > loss_0: 2.4875378608703613 (2.4875378608703613) | > loss_gen: 2.2434749603271484 (2.2434749603271484) | > loss_kl: 2.033507823944092 (2.033507823944092) | > loss_feat: 5.92598819732666 (5.92598819732666) | > loss_mel: 16.36056137084961 (16.36056137084961) | > loss_duration: 2.846195936203003 (2.846195936203003) | > loss_1: 29.409727096557617 (29.409727096557617)  --> STEP: 1 | > loss_disc: 2.076448917388916 (2.076448917388916) | > loss_disc_real_0: 0.03791065141558647 (0.03791065141558647) | > loss_disc_real_1: 0.1892440766096115 (0.1892440766096115) | > loss_disc_real_2: 0.16303245723247528 (0.16303245723247528) | > loss_disc_real_3: 0.20183996856212616 (0.20183996856212616) | > loss_disc_real_4: 0.15612316131591797 (0.15612316131591797) | > loss_disc_real_5: 0.16153302788734436 (0.16153302788734436) | > loss_0: 2.076448917388916 (2.076448917388916) | > loss_gen: 2.2077620029449463 (2.2077620029449463) | > loss_kl: 2.016465425491333 (2.016465425491333) | > loss_feat: 6.584078788757324 (6.584078788757324) | > loss_mel: 19.99388313293457 (19.99388313293457) | > loss_duration: 2.391348361968994 (2.391348361968994) | > loss_1: 33.193538665771484 (33.193538665771484)  --> STEP: 2 | > loss_disc: 2.1792192459106445 (2.1278340816497803) | > loss_disc_real_0: 0.10799126327037811 (0.07295095734298229) | > loss_disc_real_1: 0.19188600778579712 (0.19056504219770432) | > loss_disc_real_2: 0.20944197475910187 (0.18623721599578857) | > loss_disc_real_3: 0.28011974692344666 (0.2409798577427864) | > loss_disc_real_4: 0.22455616295337677 (0.19033966213464737) | > loss_disc_real_5: 0.19334153831005096 (0.17743728309869766) | > loss_0: 2.1792192459106445 (2.1278340816497803) | > loss_gen: 2.6014082431793213 (2.404585123062134) | > loss_kl: 2.7215797901153564 (2.3690226078033447) | > loss_feat: 6.392589569091797 (6.4883341789245605) | > loss_mel: 20.35189437866211 (20.17288875579834) | > loss_duration: 2.5406835079193115 (2.466015934944153) | > loss_1: 34.608158111572266 (33.900848388671875)  --> STEP: 3 | > loss_disc: 2.2918334007263184 (2.1825005213419595) | > loss_disc_real_0: 0.05812468379735947 (0.06800886616110802) | > loss_disc_real_1: 0.19599926471710205 (0.19237644970417023) | > loss_disc_real_2: 0.1870056688785553 (0.18649336695671082) | > loss_disc_real_3: 0.2340807467699051 (0.2386801540851593) | > loss_disc_real_4: 0.19617509841918945 (0.19228480756282806) | > loss_disc_real_5: 0.22854354977607727 (0.19447270532449087) | > loss_0: 2.2918334007263184 (2.1825005213419595) | > loss_gen: 2.158623456954956 (2.3225979010264077) | > loss_kl: 2.740278482437134 (2.492774566014608) | > loss_feat: 5.770777225494385 (6.249148527781169) | > loss_mel: 19.187267303466797 (19.844348271687824) | > loss_duration: 2.267487049102783 (2.3998396396636963) | > loss_1: 32.12443161010742 (33.308709462483726)  --> STEP: 4 | > loss_disc: 2.4535982608795166 (2.250274956226349) | > loss_disc_real_0: 0.08753430843353271 (0.07289022672921419) | > loss_disc_real_1: 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loss_disc_real_4: 0.20094549655914307 (0.19959937632083893) | > loss_disc_real_5: 0.23260430991649628 (0.21321776509284973) | > loss_0: 2.491763114929199 (2.2985725879669188) | > loss_gen: 2.2577502727508545 (2.2820748805999758) | > loss_kl: 2.4239742755889893 (2.4939969539642335) | > loss_feat: 5.931334972381592 (5.971260356903076) | > loss_mel: 18.37080192565918 (19.23557052612305) | > loss_duration: 2.326341152191162 (2.365120363235474) | > loss_1: 31.310203552246094 (32.34802360534668)  --> STEP: 6 | > loss_disc: 2.2860827445983887 (2.296490947405497) | > loss_disc_real_0: 0.11400361359119415 (0.08683018820981185) | > loss_disc_real_1: 0.21303300559520721 (0.19362198809782663) | > loss_disc_real_2: 0.21732349693775177 (0.2167519604166349) | > loss_disc_real_3: 0.30026403069496155 (0.2538657436768214) | > loss_disc_real_4: 0.2138138860464096 (0.2019684612751007) | > loss_disc_real_5: 0.2535295784473419 (0.21993640065193176) | > loss_0: 2.2860827445983887 (2.296490947405497) | > loss_gen: 2.6213085651397705 (2.338613828023275) | > loss_kl: 2.595949411392212 (2.51098903020223) | > loss_feat: 6.297694683074951 (6.025666077931722) | > loss_mel: 18.244720458984375 (19.0704288482666) | > loss_duration: 2.156844139099121 (2.330407659212748) | > loss_1: 31.916519165039062 (32.276106198628746)  --> STEP: 7 | > loss_disc: 2.537559986114502 (2.3309293815067837) | > loss_disc_real_0: 0.14316312968730927 (0.09487775127802577) | > loss_disc_real_1: 0.2954220175743103 (0.20816484945161) | > loss_disc_real_2: 0.2619318664073944 (0.2232062327010291) | > loss_disc_real_3: 0.251322478055954 (0.2535024200166975) | > loss_disc_real_4: 0.2406347244977951 (0.20749221316405705) | > loss_disc_real_5: 0.23706740140914917 (0.22238368647439138) | > loss_0: 2.537559986114502 (2.3309293815067837) | > loss_gen: 2.2390859127044678 (2.324395554406302) | > loss_kl: 3.609536647796631 (2.667924404144287) | > loss_feat: 4.970116138458252 (5.874873229435512) | > loss_mel: 16.495187759399414 (18.702537264142716) | > loss_duration: 2.514108180999756 (2.3566505908966064) | > loss_1: 29.828035354614258 (31.92638179234096)  --> STEP: 8 | > loss_disc: 2.6000006198883057 (2.364563286304474) | > loss_disc_real_0: 0.128961443901062 (0.0991382128559053) | > loss_disc_real_1: 0.20969925820827484 (0.20835665054619312) | > loss_disc_real_2: 0.29104891419410706 (0.23168656788766384) | > loss_disc_real_3: 0.2783845067024231 (0.2566126808524132) | > loss_disc_real_4: 0.23231197893619537 (0.21059468388557434) | > loss_disc_real_5: 0.3196401000022888 (0.23454073816537857) | > loss_0: 2.6000006198883057 (2.364563286304474) | > loss_gen: 2.442009210586548 (2.339097261428833) | > loss_kl: 2.5272881984710693 (2.650344878435135) | > loss_feat: 6.86661434173584 (5.998840868473053) | > loss_mel: 15.92406177520752 (18.355227828025818) | > loss_duration: 2.2332019805908203 (2.341219514608383) | > loss_1: 29.993175506591797 (31.684731006622314)  --> STEP: 9 | > loss_disc: 2.5086140632629395 (2.380568928188748) | > loss_disc_real_0: 0.2134174108505249 (0.11183590152197415) | > loss_disc_real_1: 0.19020190834999084 (0.20633945696883732) | > loss_disc_real_2: 0.3045085072517395 (0.23977789448367226) | > loss_disc_real_3: 0.22773467004299164 (0.25340401298469967) | > loss_disc_real_4: 0.17742441594600677 (0.20690909855895573) | > loss_disc_real_5: 0.2033378928899765 (0.23107375535700056) | > loss_0: 2.5086140632629395 (2.380568928188748) | > loss_gen: 2.3161559104919434 (2.3365482224358454) | > loss_kl: 1.9414117336273193 (2.5715745290120444) | > loss_feat: 9.145668983459473 (6.348488436804877) | > loss_mel: 20.094711303710938 (18.548503769768608) | > loss_duration: 2.1012942790985107 (2.3145611551072864) | > loss_1: 35.5992431640625 (32.11967680189345)  --> STEP: 10 | > loss_disc: 2.4827582836151123 (2.390787863731384) | > loss_disc_real_0: 0.18614861369132996 (0.11926717273890972) | > loss_disc_real_1: 0.255530446767807 (0.21125855594873427) | > loss_disc_real_2: 0.2991071045398712 (0.24571081548929213) | > loss_disc_real_3: 0.2161993533372879 (0.24968354701995848) | > loss_disc_real_4: 0.25471165776252747 (0.2116893544793129) | > loss_disc_real_5: 0.25559476017951965 (0.23352585583925248) | > loss_0: 2.4827582836151123 (2.390787863731384) | > loss_gen: 2.521308422088623 (2.355024242401123) | > loss_kl: 2.4467175006866455 (2.5590888261795044) | > loss_feat: 5.914270877838135 (6.305066680908203) | > loss_mel: 13.676995277404785 (18.061352920532226) | > loss_duration: 2.3627331256866455 (2.3193783521652223) | > loss_1: 26.922025680541992 (31.5999116897583)  --> STEP: 11 | > loss_disc: 2.5088863372802734 (2.4015240885994653) | > loss_disc_real_0: 0.13515609502792358 (0.12071162021972916) | > loss_disc_real_1: 0.1826646476984024 (0.20865910974415866) | > loss_disc_real_2: 0.28073230385780334 (0.2488945871591568) | > loss_disc_real_3: 0.25718072056770325 (0.25036510825157166) | > loss_disc_real_4: 0.18380507826805115 (0.2091544202782891) | > loss_disc_real_5: 0.26708635687828064 (0.23657681047916412) | > loss_0: 2.5088863372802734 (2.4015240885994653) | > loss_gen: 2.3355162143707275 (2.3532507853074507) | > loss_kl: 3.003615140914917 (2.599500309337269) | > loss_feat: 5.942806720733643 (6.272133957255971) | > loss_mel: 18.66042137145996 (18.115813688798383) | > loss_duration: 2.493983507156372 (2.3352515480735083) | > loss_1: 32.43634033203125 (31.67595065723766)  --> STEP: 12 | > loss_disc: 2.393859386444092 (2.400885363419851) | > loss_disc_real_0: 0.07266297936439514 (0.116707566815118) | > loss_disc_real_1: 0.27716493606567383 (0.2143679286042849) | > loss_disc_real_2: 0.2769186496734619 (0.2512299257020156) | > loss_disc_real_3: 0.18956440687179565 (0.24529838313659033) | > loss_disc_real_4: 0.16857807338237762 (0.20577305803696314) | > loss_disc_real_5: 0.29808342456817627 (0.24170236165324846) | > loss_0: 2.393859386444092 (2.400885363419851) | > loss_gen: 2.4068775177001953 (2.357719679673513) | > loss_kl: 2.162870168685913 (2.5631144642829895) | > loss_feat: 7.454733371734619 (6.370683908462524) | > loss_mel: 17.40699005126953 (18.056745052337646) | > loss_duration: 2.239715099334717 (2.3272901773452754) | > loss_1: 31.671186447143555 (31.675553639729817)  --> STEP: 13 | > loss_disc: 2.6549386978149414 (2.4204279276040883) | > loss_disc_real_0: 0.11004199087619781 (0.11619483020443183) | > loss_disc_real_1: 0.20440906286239624 (0.21360186200875503) | > loss_disc_real_2: 0.26498639583587646 (0.2522881157123126) | > loss_disc_real_3: 0.20951789617538452 (0.24254603798572832) | > loss_disc_real_4: 0.16925573348999023 (0.20296403307181138) | > loss_disc_real_5: 0.22165772318840027 (0.24016046638672167) | > loss_0: 2.6549386978149414 (2.4204279276040883) | > loss_gen: 1.999898910522461 (2.3301950051234317) | > loss_kl: 3.147984266281128 (2.6081044490520773) | > loss_feat: 5.984781742095947 (6.340999126434326) | > loss_mel: 17.188379287719727 (17.989947685828575) | > loss_duration: 2.248900890350342 (2.3212602321918188) | > loss_1: 30.569944381713867 (31.590506773728592)  --> STEP: 14 | > loss_disc: 2.3820080757141113 (2.41768365246909) | > loss_disc_real_0: 0.14517289400100708 (0.1182646919041872) | > loss_disc_real_1: 0.2951663136482239 (0.2194278942687171) | > loss_disc_real_2: 0.23173318803310394 (0.25081990659236914) | > loss_disc_real_3: 0.22463162243366241 (0.24126643687486649) | > loss_disc_real_4: 0.22460269927978516 (0.20450965208666666) | > loss_disc_real_5: 0.23004169762134552 (0.2394376971891948) | > loss_0: 2.3820080757141113 (2.41768365246909) | > loss_gen: 2.3987529277801514 (2.335091999598912) | > loss_kl: 3.5468971729278564 (2.6751610721860613) | > loss_feat: 7.703383922576904 (6.438312326158796) | > loss_mel: 18.998476028442383 (18.061985424586705) | > loss_duration: 2.3424644470214844 (2.3227748189653665) | > loss_1: 34.98997497558594 (31.833325931004115)  --> STEP: 15 | > loss_disc: 2.4106318950653076 (2.417213535308838) | > loss_disc_real_0: 0.28756195306777954 (0.12955117598176003) | > loss_disc_real_1: 0.25791504979133606 (0.2219937046368917) | > loss_disc_real_2: 0.2630244791507721 (0.2516335447629293) | > loss_disc_real_3: 0.19190609455108643 (0.23797574738661448) | > loss_disc_real_4: 0.19727584719657898 (0.20402739842732748) | > loss_disc_real_5: 0.2052067071199417 (0.23715563118457794) | > loss_0: 2.4106318950653076 (2.417213535308838) | > loss_gen: 2.619378089904785 (2.3540444056193035) | > loss_kl: 2.8157615661621094 (2.684534438451131) | > loss_feat: 10.115190505981445 (6.683437538146973) | > loss_mel: 19.228551864624023 (18.13975652058919) | > loss_duration: 2.3152389526367188 (2.32227242787679) | > loss_1: 37.094120025634766 (32.18404553731283)  --> STEP: 16 | > loss_disc: 2.6545827388763428 (2.432049110531807) | > loss_disc_real_0: 0.08119827508926392 (0.12652911967597902) | > loss_disc_real_1: 0.16678859293460846 (0.21854338515549898) | > loss_disc_real_2: 0.24809321761131287 (0.25141227431595325) | > loss_disc_real_3: 0.27722764015197754 (0.24042899068444967) | > loss_disc_real_4: 0.18277578055858612 (0.20269917231053114) | > loss_disc_real_5: 0.23270471394062042 (0.2368774488568306) | > loss_0: 2.6545827388763428 (2.432049110531807) | > loss_gen: 1.9763569831848145 (2.330438941717148) | > loss_kl: 2.411769151687622 (2.667486608028412) | > loss_feat: 7.104146480560303 (6.709731847047806) | > loss_mel: 17.26595687866211 (18.08514404296875) | > loss_duration: 2.357447385787964 (2.3244708627462383) | > loss_1: 31.11567497253418 (32.11727237701416)  --> STEP: 17 | > loss_disc: 2.6768441200256348 (2.4464488169726204) | > loss_disc_real_0: 0.11011301726102829 (0.12556346659274661) | > loss_disc_real_1: 0.2644144296646118 (0.22124168189132914) | > loss_disc_real_2: 0.30871060490608215 (0.2547827643506667) | > loss_disc_real_3: 0.2925971448421478 (0.2434977056349025) | > loss_disc_real_4: 0.29430386424064636 (0.20808768360053792) | > loss_disc_real_5: 0.3440321385860443 (0.24318066589972553) | > loss_0: 2.6768441200256348 (2.4464488169726204) | > loss_gen: 2.461639642715454 (2.338156630011166) | > loss_kl: 2.126157522201538 (2.635643720626831) | > loss_feat: 5.436708927154541 (6.634848145877614) | > loss_mel: 18.41962432861328 (18.104819353889017) | > loss_duration: 2.421809196472168 (2.3301966470830577) | > loss_1: 30.86594009399414 (32.04366459566004)  --> STEP: 18 | > loss_disc: 2.202608108520508 (2.432902110947503) | > loss_disc_real_0: 0.11958210170269012 (0.12523116854329905) | > loss_disc_real_1: 0.1415005326271057 (0.21681161804331672) | > loss_disc_real_2: 0.1927214115858078 (0.25133491141928566) | > loss_disc_real_3: 0.16628792881965637 (0.23920827358961105) | > loss_disc_real_4: 0.15243932604789734 (0.20499610818094677) | > loss_disc_real_5: 0.2501670718193054 (0.2435687995619244) | > loss_0: 2.202608108520508 (2.432902110947503) | > loss_gen: 2.344940185546875 (2.338533494207594) | > loss_kl: 3.257801055908203 (2.6702080170313516) | > 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29.32225227355957 (32.110424744455436)  --> STEP: 20 | > loss_disc: 2.2845065593719482 (2.439585971832275) | > loss_disc_real_0: 0.09318467229604721 (0.1289327150210738) | > loss_disc_real_1: 0.2019783854484558 (0.21612394377589225) | > loss_disc_real_2: 0.26168394088745117 (0.25045936182141304) | > loss_disc_real_3: 0.2626744508743286 (0.2421516276896) | > loss_disc_real_4: 0.2377975881099701 (0.20694824308156967) | > loss_disc_real_5: 0.33258694410324097 (0.24821882098913192) | > loss_0: 2.2845065593719482 (2.439585971832275) | > loss_gen: 2.829460620880127 (2.351104366779327) | > loss_kl: 1.8754770755767822 (2.6034338235855103) | > loss_feat: 6.629735946655273 (6.729976749420166) | > loss_mel: 20.804113388061523 (18.21930980682373) | > loss_duration: 2.3315916061401367 (2.3245976090431206) | > loss_1: 34.47037887573242 (32.228422451019284)  --> STEP: 21 | > loss_disc: 2.6583046913146973 (2.450001148950486) | > loss_disc_real_0: 0.09113648533821106 (0.1271328945599851) | > loss_disc_real_1: 0.1899237185716629 (0.2148763140042623) | > loss_disc_real_2: 0.24349944293498993 (0.2501279371125357) | > loss_disc_real_3: 0.22623902559280396 (0.2413938847326097) | > loss_disc_real_4: 0.21741606295108795 (0.20744671069440387) | > loss_disc_real_5: 0.3268447816371918 (0.25196291435332524) | > loss_0: 2.6583046913146973 (2.450001148950486) | > loss_gen: 2.0489485263824463 (2.336715993427095) | > loss_kl: 2.005854368209839 (2.5749776590438116) | > loss_feat: 5.790679931640625 (6.685248329525902) | > loss_mel: 16.874013900756836 (18.15524809701102) | > loss_duration: 2.134613513946533 (2.3155507473718546) | > loss_1: 28.854108810424805 (32.06774084908621)  --> STEP: 22 | > loss_disc: 2.345388412475586 (2.445246024565263) | > loss_disc_real_0: 0.08605437725782394 (0.1252656892280687) | > loss_disc_real_1: 0.19607983529567719 (0.2140219286084175) | > loss_disc_real_2: 0.28708595037460327 (0.25180784680626606) | > loss_disc_real_3: 0.22511622309684753 (0.24065399102189325) | > loss_disc_real_4: 0.19906926155090332 (0.2070659175515175) | > loss_disc_real_5: 0.32343071699142456 (0.25521145083687524) | > loss_0: 2.345388412475586 (2.445246024565263) | > loss_gen: 2.6603620052337646 (2.3514271757819434) | > loss_kl: 2.285407781600952 (2.561815391887318) | > loss_feat: 8.12897777557373 (6.750872395255349) | > loss_mel: 19.806228637695312 (18.230292667042125) | > loss_duration: 2.153876304626465 (2.308201909065246) | > loss_1: 35.034854888916016 (32.20260966907848)  --> STEP: 23 | > loss_disc: 2.432961940765381 (2.4447119339652685) | > loss_disc_real_0: 0.09020473808050156 (0.12374130004773969) | > loss_disc_real_1: 0.2817656397819519 (0.21696730735509293) | > loss_disc_real_2: 0.31258419156074524 (0.25445029657819995) | > loss_disc_real_3: 0.259246289730072 (0.24146235183529233) | > loss_disc_real_4: 0.20090162754058838 (0.20679790494234665) | > loss_disc_real_5: 0.24472759664058685 (0.2547556310892105) | > loss_0: 2.432961940765381 (2.4447119339652685) | > loss_gen: 2.3972606658935547 (2.3534199362215786) | > loss_kl: 2.636026382446289 (2.56504195669423) | > loss_feat: 6.875671863555908 (6.756298459094504) | > loss_mel: 17.509693145751953 (18.198962253072988) | > loss_duration: 2.277338981628418 (2.3068600426549493) | > loss_1: 31.69599151611328 (32.180582792862594)  --> STEP: 24 | > loss_disc: 2.404599189758301 (2.4430405696233115) | > loss_disc_real_0: 0.17768655717372894 (0.1259890190946559) | > loss_disc_real_1: 0.16546623408794403 (0.21482142930229506) | > loss_disc_real_2: 0.20462729036808014 (0.25237433798611164) | > loss_disc_real_3: 0.21584713459014893 (0.24039505111674467) | > loss_disc_real_4: 0.20626114308834076 (0.20677553986509642) | > loss_disc_real_5: 0.22238849103450775 (0.2534070002535979) | > loss_0: 2.404599189758301 (2.4430405696233115) | > loss_gen: 2.1515913009643555 (2.3450104097525277) | > loss_kl: 2.014650583267212 (2.542108982801438) | > loss_feat: 5.3269877433776855 (6.696743845939636) | > loss_mel: 16.067256927490234 (18.110141197840374) | > loss_duration: 2.3957455158233643 (2.310563604036967) | > loss_1: 27.95623207092285 (32.004568179448434)  --> STEP: 25 | > loss_disc: 2.4958605766296387 (2.4451533699035646) | > loss_disc_real_0: 0.12701956927776337 (0.12603024110198022) | > loss_disc_real_1: 0.14655475318431854 (0.21209076225757598) | > loss_disc_real_2: 0.2675192356109619 (0.25298013389110563) | > loss_disc_real_3: 0.27413278818130493 (0.24174456059932709) | > loss_disc_real_4: 0.14665819704532623 (0.2043708461523056) | > loss_disc_real_5: 0.21980895102024078 (0.2520630782842636) | > loss_0: 2.4958605766296387 (2.4451533699035646) | > loss_gen: 2.2385094165802 (2.340750370025635) | > loss_kl: 2.7586922645568848 (2.550772314071656) | > loss_feat: 8.010318756103516 (6.749286842346192) | > loss_mel: 16.996259689331055 (18.0655859375) | > loss_duration: 2.380547046661377 (2.3133629417419432) | > loss_1: 32.38432693481445 (32.01975852966308)  --> STEP: 26 | > loss_disc: 2.3091988563537598 (2.439924350151649) | > loss_disc_real_0: 0.07922030985355377 (0.12422985913088688) | > loss_disc_real_1: 0.1329028606414795 (0.20904507373387998) | > loss_disc_real_2: 0.2152789682149887 (0.2515300890574088) | > loss_disc_real_3: 0.09646386653184891 (0.23615684159673178) | > loss_disc_real_4: 0.1133764460682869 (0.2008710615336895) | > loss_disc_real_5: 0.10375326126813889 (0.2463588545528742) | > loss_0: 2.3091988563537598 (2.439924350151649) | > loss_gen: 1.6885972023010254 (2.3156675558823805) | > loss_kl: 2.344302177429199 (2.5428311549700235) | > loss_feat: 13.843819618225098 (7.022153487572303) | > loss_mel: 21.48223304748535 (18.196995441730206) | > loss_duration: 2.317558765411377 (2.313524319575383) | > loss_1: 41.676513671875 (32.39117218897892) --> EVAL PERFORMANCE | > avg_loader_time: 0.00242314888880803 (-3.24249267578125e-05) | > avg_loss_disc: 2.439924350151649 (+0.04847928193899298) | > avg_loss_disc_real_0: 0.12422985913088688 (+0.010427754802199513) | > avg_loss_disc_real_1: 0.20904507373387998 (-0.015195937110827507) | > avg_loss_disc_real_2: 0.2515300890574088 (+0.049541712093811724) | > avg_loss_disc_real_3: 0.23615684159673178 (-0.006022983732131809) | > avg_loss_disc_real_4: 0.2008710615336895 (+0.0002466973203879008) | > avg_loss_disc_real_5: 0.2463588545528742 (+0.020351270643564373) | > avg_loss_0: 2.439924350151649 (+0.04847928193899298) | > avg_loss_gen: 2.3156675558823805 (-0.010422426920670969) | > avg_loss_kl: 2.5428311549700235 (-0.093067265473878) | > avg_loss_feat: 7.022153487572303 (-0.024793899976290668) | > avg_loss_mel: 18.196995441730206 (+0.08966787044818858) | > avg_loss_duration: 2.313524319575383 (+0.004159276302044379) | > avg_loss_1: 32.39117218897892 (-0.03445632641133045)  > EPOCH: 383/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:52:52)   --> TIME: 2024-06-11 07:52:56 -- STEP: 9/330 -- GLOBAL_STEP: 214400 | > loss_disc: 2.3202157020568848 (2.317696942223443) | > loss_disc_real_0: 0.10807113349437714 (0.1017065445582072) | > loss_disc_real_1: 0.20363777875900269 (0.1812907854715983) | > loss_disc_real_2: 0.22020074725151062 (0.21499245862166086) | > loss_disc_real_3: 0.24148505926132202 (0.22986077268918356) | > loss_disc_real_4: 0.20618577301502228 (0.22741294569439358) | > loss_disc_real_5: 0.19072528183460236 (0.2224311265680525) | > loss_0: 2.3202157020568848 (2.317696942223443) | > grad_norm_0: tensor(7.4352, device='cuda:0') (tensor(9.3160, device='cuda:0')) | > loss_gen: 2.459131956100464 (2.4741379419962564) | > loss_kl: 1.7327667474746704 (1.818521711561415) | > loss_feat: 6.976847171783447 (6.946687592400445) | > loss_mel: 18.379011154174805 (18.555573145548504) | > loss_duration: 2.1429309844970703 (2.186964511871338) | > loss_1: 31.69068717956543 (31.981884638468426) | > grad_norm_1: tensor(85.0096, device='cuda:0') (tensor(157.5428, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.351 (0.35706305503845215) | > loader_time: 0.0029 (0.003265115949842665)  --> TIME: 2024-06-11 07:53:05 -- STEP: 34/330 -- GLOBAL_STEP: 214425 | > loss_disc: 2.352017879486084 (2.325952873510473) | > loss_disc_real_0: 0.09006182849407196 (0.10693485793821952) | > loss_disc_real_1: 0.2213146835565567 (0.19658415194819956) | > loss_disc_real_2: 0.23496568202972412 (0.2133311712566544) | > loss_disc_real_3: 0.19839653372764587 (0.2268356492414194) | > loss_disc_real_4: 0.20088905096054077 (0.22588643037221012) | > loss_disc_real_5: 0.18109175562858582 (0.21846278756856918) | > loss_0: 2.352017879486084 (2.325952873510473) | > grad_norm_0: tensor(16.0025, device='cuda:0') (tensor(11.1903, device='cuda:0')) | > loss_gen: 2.4890453815460205 (2.5055785669999966) | > loss_kl: 2.098025321960449 (1.8951855897903442) | > loss_feat: 7.301207542419434 (7.082832925459918) | > loss_mel: 18.08626365661621 (18.26179100485409) | > loss_duration: 2.057119369506836 (2.0726531744003296) | > loss_1: 32.03166198730469 (31.818041296566236) | > grad_norm_1: tensor(166.3015, device='cuda:0') (tensor(149.9601, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3473 (0.35057972459232106) | > loader_time: 0.0034 (0.003292693811304429)  --> TIME: 2024-06-11 07:53:15 -- STEP: 59/330 -- GLOBAL_STEP: 214450 | > loss_disc: 2.4576313495635986 (2.3166141267550193) | > loss_disc_real_0: 0.1333012878894806 (0.10897976766198368) | > loss_disc_real_1: 0.22212690114974976 (0.19750304848460828) | > loss_disc_real_2: 0.22514328360557556 (0.21168001981104834) | > loss_disc_real_3: 0.2135433405637741 (0.22738589220127817) | > loss_disc_real_4: 0.22625628113746643 (0.22657304598113237) | > loss_disc_real_5: 0.222640722990036 (0.21863233032873122) | > loss_0: 2.4576313495635986 (2.3166141267550193) | > grad_norm_0: tensor(25.7916, device='cuda:0') (tensor(12.0803, device='cuda:0')) | > loss_gen: 2.3509490489959717 (2.525977619623734) | > loss_kl: 1.8447754383087158 (1.887420290607517) | > loss_feat: 6.8818278312683105 (7.206618195873196) | > loss_mel: 17.677799224853516 (18.2005965345997) | > loss_duration: 1.9983502626419067 (2.044813776420334) | > loss_1: 30.75370216369629 (31.865426402980997) | > grad_norm_1: tensor(315.3437, device='cuda:0') (tensor(153.2521, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3687 (0.35552864559626174) | > loader_time: 0.0035 (0.003418029364892992)  --> TIME: 2024-06-11 07:53:24 -- STEP: 84/330 -- GLOBAL_STEP: 214475 | > loss_disc: 2.3950202465057373 (2.3185936695053457) | > loss_disc_real_0: 0.08792456984519958 (0.10931698800552458) | > loss_disc_real_1: 0.19513489305973053 (0.19723490856233097) | > loss_disc_real_2: 0.21495215594768524 (0.21242512319059598) | > loss_disc_real_3: 0.2564162313938141 (0.22681852980029016) | > loss_disc_real_4: 0.2553287148475647 (0.22569976197112174) | > loss_disc_real_5: 0.2555047869682312 (0.21811518711703165) | > loss_0: 2.3950202465057373 (2.3185936695053457) | > grad_norm_0: tensor(7.0734, device='cuda:0') (tensor(13.2573, device='cuda:0')) | > loss_gen: 2.46396541595459 (2.5207137210028514) | > loss_kl: 1.9104377031326294 (1.9020990005561285) | > loss_feat: 6.569392204284668 (7.241573736781166) | > loss_mel: 18.252031326293945 (18.19527285439628) | > loss_duration: 2.1163291931152344 (2.034226359356017) | > loss_1: 31.312156677246094 (31.893885771433514) | > grad_norm_1: tensor(121.9430, device='cuda:0') (tensor(175.1501, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3629 (0.3599636214120047) | > loader_time: 0.0042 (0.003538963340577625)  --> TIME: 2024-06-11 07:53:33 -- STEP: 109/330 -- GLOBAL_STEP: 214500 | > loss_disc: 2.2583110332489014 (2.321236076704952) | > loss_disc_real_0: 0.10949565470218658 (0.11013179415956549) | > loss_disc_real_1: 0.21594315767288208 (0.19753219214601253) | > loss_disc_real_2: 0.18510212004184723 (0.2117050112387456) | > loss_disc_real_3: 0.20275864005088806 (0.2270845671039109) | > loss_disc_real_4: 0.18159013986587524 (0.22698222401492094) | > loss_disc_real_5: 0.20174913108348846 (0.21898439594911873) | > loss_0: 2.2583110332489014 (2.321236076704952) | > grad_norm_0: tensor(19.9672, device='cuda:0') (tensor(13.9950, device='cuda:0')) | > loss_gen: 2.465846300125122 (2.5189366209397623) | > loss_kl: 1.8600472211837769 (1.9046516341900608) | > loss_feat: 7.560832977294922 (7.24214128616753) | > loss_mel: 18.536327362060547 (18.17406341132768) | > loss_duration: 1.979103922843933 (2.0322086657952827) | > loss_1: 32.402156829833984 (31.872001700445054) | > grad_norm_1: tensor(275.6229, device='cuda:0') (tensor(177.3487, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3636 (0.3619028559518517) | > loader_time: 0.004 (0.003646176889402057) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_214500.pth  --> TIME: 2024-06-11 07:53:48 -- STEP: 134/330 -- GLOBAL_STEP: 214525 | > loss_disc: 2.382805347442627 (2.3174388551000336) | > loss_disc_real_0: 0.15481694042682648 (0.11051672508022678) | > loss_disc_real_1: 0.2213372141122818 (0.19762612367743876) | > loss_disc_real_2: 0.23407959938049316 (0.2119203336648087) | > loss_disc_real_3: 0.21538563072681427 (0.2264569177111583) | > loss_disc_real_4: 0.23478011786937714 (0.22545384048525965) | > loss_disc_real_5: 0.2286847084760666 (0.2174299065746478) | > loss_0: 2.382805347442627 (2.3174388551000336) | > grad_norm_0: tensor(44.0456, device='cuda:0') (tensor(16.4288, device='cuda:0')) | > loss_gen: 2.4681589603424072 (2.5244723594010767) | > loss_kl: 1.9443970918655396 (1.9095953605068263) | > loss_feat: 6.896989345550537 (7.25843063397194) | > loss_mel: 18.56689453125 (18.20890210279778) | > loss_duration: 2.045750379562378 (2.0348551237761083) | > loss_1: 31.922189712524414 (31.936255583122595) | > grad_norm_1: tensor(287.2288, device='cuda:0') (tensor(196.8220, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3744 (0.36555602657261177) | > loader_time: 0.0045 (0.0037816745131763058)  --> TIME: 2024-06-11 07:53:58 -- STEP: 159/330 -- GLOBAL_STEP: 214550 | > loss_disc: 2.2821950912475586 (2.3165002903848317) | > loss_disc_real_0: 0.07553602755069733 (0.11064940700366062) | > loss_disc_real_1: 0.15669898688793182 (0.19711738562433978) | > loss_disc_real_2: 0.20515194535255432 (0.21197329545920746) | > loss_disc_real_3: 0.21678856015205383 (0.22650172069387617) | > loss_disc_real_4: 0.20451077818870544 (0.22473491362805637) | > loss_disc_real_5: 0.19724948704242706 (0.21750336060733916) | > loss_0: 2.2821950912475586 (2.3165002903848317) | > grad_norm_0: tensor(9.5575, device='cuda:0') (tensor(18.7004, device='cuda:0')) | > loss_gen: 2.5504093170166016 (2.5372967824995896) | > loss_kl: 2.01973819732666 (1.9079809571212192) | > loss_feat: 7.007664203643799 (7.2880103483140095) | > loss_mel: 17.70754623413086 (18.200431655787813) | > loss_duration: 2.0461928844451904 (2.0371136777805825) | > loss_1: 31.33155059814453 (31.97083338851449) | > grad_norm_1: tensor(342.0961, device='cuda:0') (tensor(217.4900, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3785 (0.36736043294270815) | > loader_time: 0.0049 (0.003922417478741339)  --> TIME: 2024-06-11 07:54:08 -- STEP: 184/330 -- GLOBAL_STEP: 214575 | > loss_disc: 2.317758798599243 (2.319292645091596) | > loss_disc_real_0: 0.09410171210765839 (0.10992501287356667) | > loss_disc_real_1: 0.21815225481987 (0.19764480756028843) | > loss_disc_real_2: 0.2364211231470108 (0.21255409936218153) | > loss_disc_real_3: 0.2383081614971161 (0.22615458468056243) | > loss_disc_real_4: 0.2780360281467438 (0.2258642905432245) | > loss_disc_real_5: 0.28154927492141724 (0.2181477327223705) | > loss_0: 2.317758798599243 (2.319292645091596) | > grad_norm_0: tensor(10.3214, device='cuda:0') (tensor(19.9193, device='cuda:0')) | > loss_gen: 2.76407527923584 (2.5408528252788236) | > loss_kl: 1.8351755142211914 (1.9034788070813469) | > loss_feat: 7.4865288734436035 (7.290742060412532) | > loss_mel: 18.165271759033203 (18.181588525357444) | > loss_duration: 2.0870981216430664 (2.0427748450766425) | > loss_1: 32.33815002441406 (31.959437069685563) | > grad_norm_1: tensor(410.8361, device='cuda:0') (tensor(232.1884, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.3868 (0.37154806956000924) | > loader_time: 0.0046 (0.004055721604305766)  --> TIME: 2024-06-11 07:54:18 -- STEP: 209/330 -- GLOBAL_STEP: 214600 | > loss_disc: 2.269160747528076 (2.3220233438117646) | > loss_disc_real_0: 0.10543099790811539 (0.11111258711826288) | > loss_disc_real_1: 0.22731204330921173 (0.19829916355142185) | > loss_disc_real_2: 0.18596602976322174 (0.21228042522971136) | > loss_disc_real_3: 0.22617214918136597 (0.22629510892920518) | > loss_disc_real_4: 0.24903757870197296 (0.2249068300547212) | > loss_disc_real_5: 0.22638101875782013 (0.21773758081443) | > loss_0: 2.269160747528076 (2.3220233438117646) | > grad_norm_0: tensor(52.1491, device='cuda:0') (tensor(21.7110, device='cuda:0')) | > loss_gen: 2.712714910507202 (2.53775828420831) | > loss_kl: 1.960903286933899 (1.9058839111236865) | > loss_feat: 7.205631256103516 (7.294097590104244) | > loss_mel: 18.057621002197266 (18.143631510757366) | > loss_duration: 2.109529972076416 (2.0497734347028587) | > loss_1: 32.04640197753906 (31.931144750859747) | > grad_norm_1: tensor(347.1566, device='cuda:0') (tensor(242.6436, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.4238 (0.375138823495527) | > loader_time: 0.0048 (0.0041843281978625425)  --> TIME: 2024-06-11 07:54:29 -- STEP: 234/330 -- GLOBAL_STEP: 214625 | > loss_disc: 2.298605442047119 (2.3252063602463804) | > loss_disc_real_0: 0.14936445653438568 (0.11241200123714586) | > loss_disc_real_1: 0.1900782585144043 (0.19814635673139852) | > loss_disc_real_2: 0.20147117972373962 (0.21282819117236337) | > loss_disc_real_3: 0.24644368886947632 (0.2267779068559663) | > loss_disc_real_4: 0.23271404206752777 (0.22560426433626404) | > loss_disc_real_5: 0.21575483679771423 (0.2183557795917886) | > loss_0: 2.298605442047119 (2.3252063602463804) | > grad_norm_0: tensor(11.7126, device='cuda:0') (tensor(20.9907, device='cuda:0')) | > loss_gen: 2.592343330383301 (2.5299809804329536) | > loss_kl: 1.830247402191162 (1.9096030282159138) | > loss_feat: 6.350388050079346 (7.278409279309786) | > loss_mel: 17.815746307373047 (18.11756638583974) | > loss_duration: 2.107074499130249 (2.057259278929131) | > loss_1: 30.69580078125 (31.89281895629361) | > grad_norm_1: tensor(122.2361, device='cuda:0') (tensor(232.9048, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.4523 (0.37933187199454005) | > loader_time: 0.0059 (0.0043024486965603315)  --> TIME: 2024-06-11 07:54:39 -- STEP: 259/330 -- GLOBAL_STEP: 214650 | > loss_disc: 2.3779444694519043 (2.3276802609786094) | > loss_disc_real_0: 0.10242380201816559 (0.11391187016222928) | > loss_disc_real_1: 0.20923371613025665 (0.19797303352116621) | > loss_disc_real_2: 0.24946185946464539 (0.21309690672228232) | > loss_disc_real_3: 0.2183690071105957 (0.22663780362219424) | > loss_disc_real_4: 0.20992283523082733 (0.2260131418244719) | > loss_disc_real_5: 0.23372524976730347 (0.2183157265991778) | > loss_0: 2.3779444694519043 (2.3276802609786094) | > grad_norm_0: tensor(20.0602, device='cuda:0') (tensor(20.8460, device='cuda:0')) | > loss_gen: 2.358668327331543 (2.523387461555513) | > loss_kl: 1.9560669660568237 (1.911636472668887) | > loss_feat: 7.749518871307373 (7.266156585060031) | > loss_mel: 18.18549346923828 (18.07454892014905) | > loss_duration: 2.168813943862915 (2.0643792120186055) | > loss_1: 32.41856384277344 (31.840108650531548) | > grad_norm_1: tensor(251.1923, device='cuda:0') (tensor(232.0799, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.4136 (0.38342910567765975) | > loader_time: 0.0057 (0.00444636934052103)  --> TIME: 2024-06-11 07:54:51 -- STEP: 284/330 -- GLOBAL_STEP: 214675 | > loss_disc: 2.5133893489837646 (2.3289041216944297) | > loss_disc_real_0: 0.18763791024684906 (0.1148067345895188) | > loss_disc_real_1: 0.21265597641468048 (0.197978459613424) | > loss_disc_real_2: 0.18340013921260834 (0.2128244456900677) | > loss_disc_real_3: 0.19539938867092133 (0.22668922703031083) | > loss_disc_real_4: 0.20302964746952057 (0.22564950380736673) | > loss_disc_real_5: 0.24626335501670837 (0.21814540852333458) | > loss_0: 2.5133893489837646 (2.3289041216944297) | > grad_norm_0: tensor(126.6814, device='cuda:0') (tensor(23.3991, device='cuda:0')) | > loss_gen: 2.3368096351623535 (2.526172463323031) | > loss_kl: 2.033557653427124 (1.917549020807508) | > loss_feat: 7.4380998611450195 (7.272235076192399) | > loss_mel: 17.887104034423828 (18.028831307317173) | > loss_duration: 2.1660075187683105 (2.073065133581698) | > loss_1: 31.8615779876709 (31.817853014234085) | > grad_norm_1: tensor(291.0212, device='cuda:0') (tensor(250.5003, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.4603 (0.38855605394067877) | > loader_time: 0.0068 (0.004617811088830655)  --> TIME: 2024-06-11 07:55:03 -- STEP: 309/330 -- GLOBAL_STEP: 214700 | > loss_disc: 2.390153408050537 (2.3337733629837762) | > loss_disc_real_0: 0.1959378570318222 (0.11591457839585045) | > loss_disc_real_1: 0.19744130969047546 (0.19850514269762448) | > loss_disc_real_2: 0.2011304795742035 (0.2130363105666675) | > loss_disc_real_3: 0.24431218206882477 (0.22675943649509578) | > loss_disc_real_4: 0.22187064588069916 (0.2262076302928832) | > loss_disc_real_5: 0.24655671417713165 (0.2183540787993897) | > loss_0: 2.390153408050537 (2.3337733629837762) | > grad_norm_0: tensor(13.7615, device='cuda:0') (tensor(24.9887, device='cuda:0')) | > loss_gen: 2.5894885063171387 (2.5270047874512422) | > loss_kl: 1.9949651956558228 (1.9203842681588479) | > loss_feat: 7.285463809967041 (7.290075587609054) | > loss_mel: 16.960020065307617 (17.99125578179715) | > loss_duration: 2.245614767074585 (2.0841552543794455) | > loss_1: 31.075551986694336 (31.812875630400328) | > grad_norm_1: tensor(409.5193, device='cuda:0') (tensor(263.3295, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.4845 (0.39574770634228335) | > loader_time: 0.0073 (0.004808590250107849)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5023322105407715 (2.5023322105407715) | > loss_disc_real_0: 0.12068258970975876 (0.12068258970975876) | > loss_disc_real_1: 0.2967086136341095 (0.2967086136341095) | > loss_disc_real_2: 0.23051345348358154 (0.23051345348358154) | > loss_disc_real_3: 0.3122693598270416 (0.3122693598270416) | > loss_disc_real_4: 0.24664801359176636 (0.24664801359176636) | > loss_disc_real_5: 0.30985814332962036 (0.30985814332962036) | > loss_0: 2.5023322105407715 (2.5023322105407715) | > loss_gen: 2.409189224243164 (2.409189224243164) | > loss_kl: 1.125503420829773 (1.125503420829773) | > loss_feat: 4.642159938812256 (4.642159938812256) | > loss_mel: 16.188379287719727 (16.188379287719727) | > loss_duration: 2.9152259826660156 (2.9152259826660156) | > loss_1: 27.280458450317383 (27.280458450317383)  --> STEP: 1 | > loss_disc: 2.0852205753326416 (2.0852205753326416) | > loss_disc_real_0: 0.06591351330280304 (0.06591351330280304) | > loss_disc_real_1: 0.18324270844459534 (0.18324270844459534) | > loss_disc_real_2: 0.19275906682014465 (0.19275906682014465) | > loss_disc_real_3: 0.22712387144565582 (0.22712387144565582) | > loss_disc_real_4: 0.2462647259235382 (0.2462647259235382) | > loss_disc_real_5: 0.22058100998401642 (0.22058100998401642) | > loss_0: 2.0852205753326416 (2.0852205753326416) | > loss_gen: 2.6126868724823 (2.6126868724823) | > loss_kl: 2.7093088626861572 (2.7093088626861572) | > loss_feat: 7.829102516174316 (7.829102516174316) | > loss_mel: 19.54859733581543 (19.54859733581543) | > loss_duration: 2.4243602752685547 (2.4243602752685547) | > loss_1: 35.124053955078125 (35.124053955078125)  --> STEP: 2 | > loss_disc: 2.313391923904419 (2.1993062496185303) | > loss_disc_real_0: 0.09655629843473434 (0.08123490586876869) | > loss_disc_real_1: 0.2936144769191742 (0.23842859268188477) | > loss_disc_real_2: 0.25970178842544556 (0.2262304276227951) | > loss_disc_real_3: 0.31124016642570496 (0.2691820189356804) | > loss_disc_real_4: 0.22456827759742737 (0.2354165017604828) | > loss_disc_real_5: 0.20050987601280212 (0.21054544299840927) | > loss_0: 2.313391923904419 (2.1993062496185303) | > loss_gen: 2.6698434352874756 (2.6412651538848877) | > loss_kl: 3.0503339767456055 (2.8798214197158813) | > loss_feat: 5.824299335479736 (6.826700925827026) | > loss_mel: 19.301759719848633 (19.42517852783203) | > loss_duration: 2.550346612930298 (2.4873534440994263) | > loss_1: 33.396583557128906 (34.260318756103516)  --> STEP: 3 | > loss_disc: 2.0224084854125977 (2.1403403282165527) | > loss_disc_real_0: 0.13839378952980042 (0.1002878670891126) | > loss_disc_real_1: 0.2258271723985672 (0.23422811925411224) | > loss_disc_real_2: 0.19852018356323242 (0.2169936796029409) | > loss_disc_real_3: 0.1628759205341339 (0.23374665280183157) | > loss_disc_real_4: 0.20881658792495728 (0.22654986381530762) | > loss_disc_real_5: 0.17596812546253204 (0.1990196704864502) | > loss_0: 2.0224084854125977 (2.1403403282165527) | > loss_gen: 2.750617504119873 (2.6777159372965493) | > loss_kl: 3.1369259357452393 (2.9655229250590005) | > loss_feat: 7.39068603515625 (7.014695962270101) | > loss_mel: 20.231992721557617 (19.694116592407227) | > loss_duration: 2.2672061920166016 (2.413971026738485) | > loss_1: 35.777427673339844 (34.766021728515625)  --> STEP: 4 | > loss_disc: 2.241915702819824 (2.1657341718673706) | > loss_disc_real_0: 0.08256753534078598 (0.09585778415203094) | > loss_disc_real_1: 0.3332844376564026 (0.25899219885468483) | > loss_disc_real_2: 0.2250795215368271 (0.21901514008641243) | > loss_disc_real_3: 0.27235233783721924 (0.24339807406067848) | > loss_disc_real_4: 0.1922951191663742 (0.21798617765307426) | > loss_disc_real_5: 0.15193408727645874 (0.18724827468395233) | > loss_0: 2.241915702819824 (2.1657341718673706) | > loss_gen: 2.564631938934326 (2.6494449377059937) | > loss_kl: 3.0842220783233643 (2.9951977133750916) | > loss_feat: 7.659531116485596 (7.175904750823975) | > loss_mel: 17.46964454650879 (19.137998580932617) | > loss_duration: 2.248674154281616 (2.3726468086242676) | > loss_1: 33.026702880859375 (34.33119201660156)  --> STEP: 5 | > loss_disc: 2.27309513092041 (2.1872063636779786) | > loss_disc_real_0: 0.1282276213169098 (0.10233175158500671) | > loss_disc_real_1: 0.2537671625614166 (0.2579471915960312) | > loss_disc_real_2: 0.20700392127037048 (0.21661289632320405) | > loss_disc_real_3: 0.2548429071903229 (0.24568704068660735) | > loss_disc_real_4: 0.16550619900226593 (0.2074901819229126) | > loss_disc_real_5: 0.15855899453163147 (0.18151041865348816) | > loss_0: 2.27309513092041 (2.1872063636779786) | > loss_gen: 2.6292901039123535 (2.6454139709472657) | > loss_kl: 2.465268850326538 (2.8892119407653807) | > loss_feat: 6.475780487060547 (7.035879898071289) | > loss_mel: 19.779743194580078 (19.26634750366211) | > loss_duration: 2.33615779876709 (2.365349006652832) | > loss_1: 33.686241149902344 (34.20220184326172)  --> STEP: 6 | > loss_disc: 2.745028018951416 (2.2801766395568848) | > loss_disc_real_0: 0.27017396688461304 (0.1303054541349411) | > loss_disc_real_1: 0.3760041892528534 (0.27762335787216824) | > loss_disc_real_2: 0.2632071375846863 (0.22437860320011774) | > loss_disc_real_3: 0.2996920645236969 (0.25468787799278897) | > loss_disc_real_4: 0.2883675694465637 (0.22096974651018778) | > loss_disc_real_5: 0.2703915536403656 (0.19632394115130106) | > loss_0: 2.745028018951416 (2.2801766395568848) | > loss_gen: 2.4730870723724365 (2.616692821184794) | > loss_kl: 2.383061647415161 (2.8048535585403442) | > loss_feat: 4.862043380737305 (6.673573811848958) | > loss_mel: 16.7326602935791 (18.84406630198161) | > loss_duration: 2.133917808532715 (2.326777140299479) | > loss_1: 28.58477020263672 (33.26596323649088)  --> STEP: 7 | > loss_disc: 2.359832286834717 (2.291556017739432) | > loss_disc_real_0: 0.0967399850487709 (0.12551038712263107) | > loss_disc_real_1: 0.3196549117565155 (0.28362786556993214) | > loss_disc_real_2: 0.24128051102161407 (0.22679316146033152) | > loss_disc_real_3: 0.317767858505249 (0.2636993037802832) | > loss_disc_real_4: 0.23751428723335266 (0.22333325232778276) | > loss_disc_real_5: 0.259357213973999 (0.2053286944116865) | > loss_0: 2.359832286834717 (2.291556017739432) | > loss_gen: 2.8706295490264893 (2.6529694965907504) | > loss_kl: 3.918165683746338 (2.963898147855486) | > loss_feat: 7.595699310302734 (6.805306025913784) | > loss_mel: 16.793489456176758 (18.551126752580917) | > loss_duration: 2.4996583461761475 (2.3514744554247176) | > loss_1: 33.677642822265625 (33.32477460588728)  --> STEP: 8 | > loss_disc: 2.2133147716522217 (2.281775861978531) | > loss_disc_real_0: 0.179790198802948 (0.1322953635826707) | > loss_disc_real_1: 0.30988985300064087 (0.2869106139987707) | > loss_disc_real_2: 0.21280385553836823 (0.2250444982200861) | > loss_disc_real_3: 0.23453068733215332 (0.260053226724267) | > loss_disc_real_4: 0.14256498217582703 (0.2132372185587883) | > loss_disc_real_5: 0.1550789475440979 (0.19904747605323792) | > loss_0: 2.2133147716522217 (2.281775861978531) | > loss_gen: 2.9703447818756104 (2.692641407251358) | > loss_kl: 2.753298282623291 (2.937573164701462) | > loss_feat: 9.976607322692871 (7.201718688011169) | > loss_mel: 19.63447380065918 (18.6865451335907) | > loss_duration: 2.232729911804199 (2.3366313874721527) | > loss_1: 37.56745529174805 (33.85510969161987)  --> STEP: 9 | > loss_disc: 2.5925474166870117 (2.3163060347239175) | > loss_disc_real_0: 0.1324688196182251 (0.13231463647551006) | > loss_disc_real_1: 0.34053391218185425 (0.29286875824133557) | > loss_disc_real_2: 0.2359100878238678 (0.22625178595383963) | > loss_disc_real_3: 0.341264545917511 (0.26907670663462746) | > loss_disc_real_4: 0.3058013916015625 (0.2235221266746521) | > loss_disc_real_5: 0.23208364844322205 (0.20271816187434727) | > loss_0: 2.5925474166870117 (2.3163060347239175) | > loss_gen: 2.6263978481292725 (2.6852810117933483) | > loss_kl: 2.5044071674346924 (2.8894436094495983) | > loss_feat: 7.056604385375977 (7.185594876607259) | > loss_mel: 18.872329711914062 (18.707187864515518) | > loss_duration: 2.149094581604004 (2.3157939645979138) | > loss_1: 33.20883560180664 (33.783301459418404)  --> STEP: 10 | > loss_disc: 2.515411615371704 (2.336216592788696) | > loss_disc_real_0: 0.17642056941986084 (0.13672522976994514) | > loss_disc_real_1: 0.3352563977241516 (0.29710752218961717) | > loss_disc_real_2: 0.24548770487308502 (0.22817537784576417) | > loss_disc_real_3: 0.2815491855144501 (0.2703239545226097) | > loss_disc_real_4: 0.2378491461277008 (0.22495482861995697) | > loss_disc_real_5: 0.24592700600624084 (0.2070390462875366) | > loss_0: 2.515411615371704 (2.336216592788696) | > loss_gen: 2.6668410301208496 (2.6834370136260985) | > loss_kl: 2.600501298904419 (2.8605493783950804) | > loss_feat: 6.313697338104248 (7.098405122756958) | > loss_mel: 17.891006469726562 (18.62556972503662) | > loss_duration: 2.27812123298645 (2.3120266914367678) | > loss_1: 31.75016975402832 (33.57998828887939)  --> STEP: 11 | > loss_disc: 2.448003053665161 (2.3463789983229204) | > loss_disc_real_0: 0.1763210892677307 (0.14032485336065292) | > loss_disc_real_1: 0.3492802679538727 (0.30185049907727673) | > loss_disc_real_2: 0.21129493415355682 (0.2266407920555635) | > loss_disc_real_3: 0.22766534984111786 (0.266445899551565) | > loss_disc_real_4: 0.24782581627368927 (0.22703400931575082) | > loss_disc_real_5: 0.25640010833740234 (0.21152641556479715) | > loss_0: 2.448003053665161 (2.3463789983229204) | > loss_gen: 2.679497480392456 (2.683078874241222) | > loss_kl: 3.0420966148376465 (2.877053672617132) | > loss_feat: 6.920609474182129 (7.082241881977428) | > loss_mel: 17.71468162536621 (18.542761715975676) | > loss_duration: 2.4277291297912598 (2.3225450949235396) | > loss_1: 32.78461456298828 (33.507681586525656)  --> STEP: 12 | > loss_disc: 2.39951491355896 (2.350806991259257) | > loss_disc_real_0: 0.07284769415855408 (0.13470175676047802) | > loss_disc_real_1: 0.21612060070037842 (0.2947063408792019) | > loss_disc_real_2: 0.21008332073688507 (0.22526100277900696) | > loss_disc_real_3: 0.23080946505069733 (0.2634761966764927) | > loss_disc_real_4: 0.24105525016784668 (0.22820244605342546) | > loss_disc_real_5: 0.2491099238395691 (0.2146583745876948) | > loss_0: 2.39951491355896 (2.350806991259257) | > loss_gen: 2.168562889099121 (2.640202542146047) | > loss_kl: 2.7874531745910645 (2.869586964448293) | > loss_feat: 5.932896614074707 (6.986463109652202) | > loss_mel: 18.74486541748047 (18.559603691101074) | > loss_duration: 2.250420570373535 (2.316534717877706) | > loss_1: 31.884197235107422 (33.37239122390747)  --> STEP: 13 | > loss_disc: 2.4225940704345703 (2.3563290742727427) | > loss_disc_real_0: 0.10337343066930771 (0.1322918855226957) | > loss_disc_real_1: 0.29376962780952454 (0.29463428602768826) | > loss_disc_real_2: 0.2308940589427948 (0.225694314791606) | > loss_disc_real_3: 0.25316107273101807 (0.2626827256037639) | > loss_disc_real_4: 0.24316801130771637 (0.22935364338067862) | > loss_disc_real_5: 0.24212414026260376 (0.21677112579345703) | > loss_0: 2.4225940704345703 (2.3563290742727427) | > loss_gen: 2.4309513568878174 (2.624106297126183) | > loss_kl: 2.5988426208496094 (2.8487604764791636) | > loss_feat: 4.961556434631348 (6.83070105772752) | > loss_mel: 17.192834854125977 (18.454467626718376) | > loss_duration: 2.2495245933532715 (2.311380092914288) | > loss_1: 29.433712005615234 (33.069415899423454)  --> STEP: 14 | > loss_disc: 2.3634979724884033 (2.356841138431004) | > loss_disc_real_0: 0.11145853996276855 (0.13080378941127233) | > loss_disc_real_1: 0.26015177369117737 (0.29217124943222317) | > loss_disc_real_2: 0.1964455097913742 (0.2236051144344466) | > loss_disc_real_3: 0.26893407106399536 (0.2631292502794947) | > loss_disc_real_4: 0.23228037357330322 (0.22956269553729466) | > loss_disc_real_5: 0.24408932030200958 (0.21872242540121078) | > loss_0: 2.3634979724884033 (2.356841138431004) | > loss_gen: 2.476727247238159 (2.6135792221341814) | > loss_kl: 3.3390369415283203 (2.883780223982675) | > loss_feat: 7.001278877258301 (6.842885187694004) | > loss_mel: 17.968002319335938 (18.419720104762487) | > loss_duration: 2.377952814102173 (2.316135287284851) | > loss_1: 33.16299819946289 (33.07610034942627)  --> STEP: 15 | > loss_disc: 1.9885308742523193 (2.3322871208190916) | > loss_disc_real_0: 0.08051033318042755 (0.127450892329216) | > loss_disc_real_1: 0.24494679272174835 (0.28902295231819153) | > loss_disc_real_2: 0.12302212417125702 (0.21689958175023397) | > loss_disc_real_3: 0.226676806807518 (0.26069908738136294) | > loss_disc_real_4: 0.14527349174022675 (0.2239434152841568) | > loss_disc_real_5: 0.17302513122558594 (0.2156759391228358) | > loss_0: 1.9885308742523193 (2.3322871208190916) | > loss_gen: 2.6621556282043457 (2.6168176492055255) | > loss_kl: 2.910010576248169 (2.8855289141337077) | > loss_feat: 7.99666690826416 (6.919803969065348) | > loss_mel: 19.480283737182617 (18.490424346923827) | > loss_duration: 2.3040246963500977 (2.3153279145558674) | > loss_1: 35.35314178466797 (33.22790311177572)  --> STEP: 16 | > loss_disc: 2.5078072547912598 (2.3432571291923523) | > loss_disc_real_0: 0.13000202178955078 (0.12761033792048693) | > loss_disc_real_1: 0.24340002238750458 (0.2861715191975236) | > loss_disc_real_2: 0.21375848352909088 (0.21670326311141253) | > loss_disc_real_3: 0.2659269869327545 (0.2610258311033249) | > loss_disc_real_4: 0.27100610733032227 (0.22688483353704214) | > loss_disc_real_5: 0.1978803426027298 (0.21456371434032917) | > loss_0: 2.5078072547912598 (2.3432571291923523) | > loss_gen: 2.3093559741973877 (2.597601294517517) | > loss_kl: 2.322385787963867 (2.8503324687480927) | > loss_feat: 6.5848212242126465 (6.898867547512054) | > loss_mel: 17.164161682128906 (18.407532930374146) | > loss_duration: 2.3199987411499023 (2.3156198412179947) | > loss_1: 30.700725555419922 (33.06995451450348)  --> STEP: 17 | > loss_disc: 2.440901041030884 (2.3490008887122658) | > loss_disc_real_0: 0.08793222904205322 (0.12527633151587317) | > loss_disc_real_1: 0.3798375725746155 (0.29168128704323487) | > loss_disc_real_2: 0.34036391973495483 (0.2239774193833856) | > loss_disc_real_3: 0.23630841076374054 (0.2595718652009964) | > loss_disc_real_4: 0.25921979546546936 (0.22878689012106726) | > loss_disc_real_5: 0.28409543633461 (0.2186538156341104) | > loss_0: 2.440901041030884 (2.3490008887122658) | > loss_gen: 2.8236513137817383 (2.610898354474236) | > loss_kl: 2.063591480255127 (2.804053587072036) | > loss_feat: 8.421092987060547 (6.988410220426672) | > loss_mel: 18.12384605407715 (18.390845467062558) | > loss_duration: 2.4058303833007812 (2.320926343693453) | > loss_1: 33.8380126953125 (33.11513440749224)  --> STEP: 18 | > loss_disc: 2.45200252532959 (2.3547232018576727) | > loss_disc_real_0: 0.13323935866355896 (0.12571872191296685) | > loss_disc_real_1: 0.2930808961391449 (0.29175904310411876) | > loss_disc_real_2: 0.27773213386535645 (0.22696379241016176) | > loss_disc_real_3: 0.28113192319869995 (0.26076964620086884) | > loss_disc_real_4: 0.290402889251709 (0.2322100011838807) | > loss_disc_real_5: 0.2454235851764679 (0.22014102505313027) | > loss_0: 2.45200252532959 (2.3547232018576727) | > loss_gen: 2.7103991508483887 (2.6164261764950223) | > loss_kl: 3.1627559661865234 (2.8239814970228405) | > loss_feat: 8.305527687072754 (7.061583413018121) | > loss_mel: 18.634403228759766 (18.404376453823513) | > loss_duration: 2.244999647140503 (2.3167081938849554) | > loss_1: 35.05808639526367 (33.22307618459066)  --> STEP: 19 | > loss_disc: 2.475939989089966 (2.3611030327646354) | > loss_disc_real_0: 0.1857396513223648 (0.128877718197672) | > loss_disc_real_1: 0.3623645305633545 (0.295475121391447) | > loss_disc_real_2: 0.26353225111961365 (0.22888844813171186) | > loss_disc_real_3: 0.28140169382095337 (0.26185554344403117) | > loss_disc_real_4: 0.26587337255477905 (0.2339817575718227) | > loss_disc_real_5: 0.22630827128887177 (0.22046561696027456) | > loss_0: 2.475939989089966 (2.3611030327646354) | > loss_gen: 2.718629837036133 (2.621805316523502) | > loss_kl: 2.4021592140197754 (2.8017803242332056) | > loss_feat: 5.866387844085693 (6.998678383074309) | > loss_mel: 18.473628997802734 (18.40802132455926) | > loss_duration: 2.3216071128845215 (2.3169660317270377) | > loss_1: 31.782413482666016 (33.14725183185778)  --> STEP: 20 | > loss_disc: 2.3149304389953613 (2.358794403076172) | > loss_disc_real_0: 0.09107060730457306 (0.12698736265301705) | > loss_disc_real_1: 0.2747897207736969 (0.29444085136055953) | > loss_disc_real_2: 0.30539342761039734 (0.23271369710564613) | > loss_disc_real_3: 0.21985997259616852 (0.25975576490163804) | > loss_disc_real_4: 0.17620410025119781 (0.23109287470579148) | > loss_disc_real_5: 0.18634812533855438 (0.21875974237918855) | > loss_0: 2.3149304389953613 (2.358794403076172) | > loss_gen: 2.3594179153442383 (2.6086859464645387) | > loss_kl: 2.112752676010132 (2.767328941822052) | > loss_feat: 5.06841516494751 (6.902165222167969) | > loss_mel: 17.0459041595459 (18.339915466308593) | > loss_duration: 2.321354866027832 (2.317185473442078) | > loss_1: 28.90784454345703 (32.93528146743775)  --> STEP: 21 | > loss_disc: 2.129117727279663 (2.347857418514433) | > loss_disc_real_0: 0.1379479169845581 (0.12750929381166184) | > loss_disc_real_1: 0.24877099692821503 (0.29226609638759077) | > loss_disc_real_2: 0.18974296748638153 (0.23066747188568115) | > loss_disc_real_3: 0.2049139440059662 (0.2571442496208918) | > loss_disc_real_4: 0.2142270803451538 (0.2302897416409992) | > loss_disc_real_5: 0.19073255360126495 (0.21742511434214457) | > loss_0: 2.129117727279663 (2.347857418514433) | > loss_gen: 2.6169002056121826 (2.6090771016620455) | > loss_kl: 1.8508926630020142 (2.7236891190210977) | > loss_feat: 6.626798629760742 (6.889052527291434) | > loss_mel: 18.12713623046875 (18.329783121744793) | > loss_duration: 2.1799917221069336 (2.3106524376642135) | > loss_1: 31.401718139648438 (32.86225464230492)  --> STEP: 22 | > loss_disc: 2.181032657623291 (2.3402744748375635) | > loss_disc_real_0: 0.12729907035827637 (0.12749973820014432) | > loss_disc_real_1: 0.29096508026123047 (0.29220695929093804) | > loss_disc_real_2: 0.23242954909801483 (0.23074756630442358) | > loss_disc_real_3: 0.23828132450580597 (0.2562868439338424) | > loss_disc_real_4: 0.23559871315956116 (0.23053105852820657) | > loss_disc_real_5: 0.21082723140716553 (0.21712521057237277) | > loss_0: 2.181032657623291 (2.3402744748375635) | > loss_gen: 2.7461416721343994 (2.6153073094107886) | > loss_kl: 2.176506280899048 (2.6988171718337317) | > loss_feat: 7.925765514373779 (6.936175844886086) | > loss_mel: 17.73136329650879 (18.3025822205977) | > loss_duration: 2.147937297821045 (2.30325629494407) | > loss_1: 32.72771453857422 (32.856139183044434)  --> STEP: 23 | > loss_disc: 2.6710033416748047 (2.3546539907870088) | > loss_disc_real_0: 0.16520901024341583 (0.12913927176724307) | > loss_disc_real_1: 0.24925489723682404 (0.2903394783320635) | > loss_disc_real_2: 0.28242823481559753 (0.23299455189186594) | > loss_disc_real_3: 0.29388627409935 (0.25792160176712536) | > loss_disc_real_4: 0.2647954821586609 (0.23202081607735675) | > loss_disc_real_5: 0.23256754875183105 (0.21779661658017532) | > loss_0: 2.6710033416748047 (2.3546539907870088) | > loss_gen: 2.201889991760254 (2.5973326434259825) | > loss_kl: 2.548064708709717 (2.692262716915296) | > loss_feat: 5.2711992263793945 (6.863785557124926) | > loss_mel: 17.730905532836914 (18.277726712434188) | > loss_duration: 2.2589147090911865 (2.3013283999069882) | > loss_1: 30.010974884033203 (32.73243638743525)  --> STEP: 24 | > loss_disc: 2.5644984245300293 (2.363397508859635) | > loss_disc_real_0: 0.11923165619373322 (0.12872645445168016) | > loss_disc_real_1: 0.32128435373306274 (0.2916288481404385) | > loss_disc_real_2: 0.28808900713920593 (0.23529015419383845) | > loss_disc_real_3: 0.2516898214817047 (0.25766194425523287) | > loss_disc_real_4: 0.18945759534835815 (0.2302473485469818) | > loss_disc_real_5: 0.1700129210948944 (0.2158056292682886) | > loss_0: 2.5644984245300293 (2.363397508859635) | > loss_gen: 2.148524761199951 (2.5786323149998975) | > loss_kl: 2.2811949253082275 (2.6751348922650013) | > loss_feat: 5.148519039154053 (6.79231611887614) | > loss_mel: 18.06467628479004 (18.26884961128235) | > loss_duration: 2.400639533996582 (2.3054663638273882) | > loss_1: 30.043556213378906 (32.620399713516235)  --> STEP: 25 | > loss_disc: 2.371864080429077 (2.3637361717224126) | > loss_disc_real_0: 0.12635862827301025 (0.12863174140453335) | > loss_disc_real_1: 0.33249685168266296 (0.29326356828212746) | > loss_disc_real_2: 0.1153980940580368 (0.23049447178840637) | > loss_disc_real_3: 0.27921149134635925 (0.2585239261388779) | > loss_disc_real_4: 0.19677895307540894 (0.2289086127281189) | > loss_disc_real_5: 0.20553569495677948 (0.21539483189582825) | > loss_0: 2.371864080429077 (2.3637361717224126) | > loss_gen: 2.4126532077789307 (2.571993150711059) | > loss_kl: 2.441816568374634 (2.665802159309387) | > loss_feat: 7.905527591705322 (6.836844577789306) | > loss_mel: 17.79514503479004 (18.249901428222657) | > loss_duration: 2.3908238410949707 (2.3088806629180914) | > loss_1: 32.94596862792969 (32.633422470092775)  --> STEP: 26 | > loss_disc: 2.0561914443969727 (2.351907528363742) | > loss_disc_real_0: 0.08681689202785492 (0.1270234779669688) | > loss_disc_real_1: 0.15088924765586853 (0.2877876328734252) | > loss_disc_real_2: 0.10277538746595383 (0.22558219931446588) | > loss_disc_real_3: 0.14329487085342407 (0.2540920393971297) | > loss_disc_real_4: 0.12462133169174194 (0.224897563457489) | > loss_disc_real_5: 0.08888804167509079 (0.2105291861181076) | > loss_0: 2.0561914443969727 (2.351907528363742) | > loss_gen: 2.229322671890259 (2.558813516910259) | > loss_kl: 2.5205624103546143 (2.6602160151188183) | > loss_feat: 15.7745943069458 (7.1806041827568645) | > loss_mel: 21.386613845825195 (18.37054421351506) | > loss_duration: 2.3027896881103516 (2.308646394656255) | > loss_1: 44.21388244628906 (33.07882477686955) --> EVAL PERFORMANCE | > avg_loader_time: 0.00248413819533128 (+6.098930652324993e-05) | > avg_loss_disc: 2.351907528363742 (-0.08801682178790715) | > avg_loss_disc_real_0: 0.1270234779669688 (+0.0027936188360819236) | > avg_loss_disc_real_1: 0.2877876328734252 (+0.0787425591395452) | > avg_loss_disc_real_2: 0.22558219931446588 (-0.02594788974294293) | > avg_loss_disc_real_3: 0.2540920393971297 (+0.01793519780039793) | > avg_loss_disc_real_4: 0.224897563457489 (+0.024026501923799515) | > avg_loss_disc_real_5: 0.2105291861181076 (-0.03582966843476662) | > avg_loss_0: 2.351907528363742 (-0.08801682178790715) | > avg_loss_gen: 2.558813516910259 (+0.24314596102787833) | > avg_loss_kl: 2.6602160151188183 (+0.11738486014879479) | > avg_loss_feat: 7.1806041827568645 (+0.15845069518456167) | > avg_loss_mel: 18.37054421351506 (+0.17354877178485495) | > avg_loss_duration: 2.308646394656255 (-0.004877924919127974) | > avg_loss_1: 33.07882477686955 (+0.6876525878906321)  > EPOCH: 384/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:55:34)   --> TIME: 2024-06-11 07:55:37 -- STEP: 4/330 -- GLOBAL_STEP: 214725 | > loss_disc: 2.2303643226623535 (2.267641544342041) | > loss_disc_real_0: 0.0864907056093216 (0.10171758383512497) | > loss_disc_real_1: 0.19625888764858246 (0.17752353101968765) | > loss_disc_real_2: 0.20717310905456543 (0.18826742470264435) | > loss_disc_real_3: 0.1877404749393463 (0.21471857652068138) | > loss_disc_real_4: 0.20919139683246613 (0.21202823519706726) | > loss_disc_real_5: 0.19463571906089783 (0.2050100937485695) | > loss_0: 2.2303643226623535 (2.267641544342041) | > grad_norm_0: tensor(5.7791, device='cuda:0') (tensor(5.7828, device='cuda:0')) | > loss_gen: 2.578767776489258 (2.4392876625061035) | > loss_kl: 1.7834552526474 (1.8422190248966217) | > loss_feat: 6.907272815704346 (6.902216076850891) | > loss_mel: 18.794710159301758 (18.515389442443848) | > loss_duration: 2.224233865737915 (2.226458191871643) | > loss_1: 32.2884407043457 (31.925570964813232) | > grad_norm_1: tensor(31.9587, device='cuda:0') (tensor(56.0357, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3397 (0.3411271572113037) | > loader_time: 0.0027 (0.0030445456504821777)  --> TIME: 2024-06-11 07:55:46 -- STEP: 29/330 -- GLOBAL_STEP: 214750 | > loss_disc: 2.2693967819213867 (2.3470089435577393) | > loss_disc_real_0: 0.08634042739868164 (0.11029990711088838) | > loss_disc_real_1: 0.18458805978298187 (0.1981622540745242) | > loss_disc_real_2: 0.19558997452259064 (0.21183420923249474) | > loss_disc_real_3: 0.20318442583084106 (0.2266378551721573) | > loss_disc_real_4: 0.21633493900299072 (0.22910219893373293) | > loss_disc_real_5: 0.18874777853488922 (0.21688450359064956) | > loss_0: 2.2693967819213867 (2.3470089435577393) | > grad_norm_0: tensor(7.9222, device='cuda:0') (tensor(7.6762, device='cuda:0')) | > loss_gen: 2.5528550148010254 (2.4858586870390793) | > loss_kl: 1.9380550384521484 (1.840771198272705) | > loss_feat: 7.631704330444336 (7.092518839342841) | > loss_mel: 18.76018524169922 (18.24744204817147) | > loss_duration: 2.0346193313598633 (2.0764892512354356) | > loss_1: 32.91741943359375 (31.74308027070144) | > grad_norm_1: tensor(106.1875, device='cuda:0') (tensor(69.0292, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3677 (0.35096341166003) | > loader_time: 0.0039 (0.0032290754647090517)  --> TIME: 2024-06-11 07:55:55 -- STEP: 54/330 -- GLOBAL_STEP: 214775 | > loss_disc: 2.2574081420898438 (2.3602418458020242) | > loss_disc_real_0: 0.10415875911712646 (0.11318605544942396) | > loss_disc_real_1: 0.1812712550163269 (0.20057310826248592) | > loss_disc_real_2: 0.1908075213432312 (0.21433233442129912) | > loss_disc_real_3: 0.22958534955978394 (0.227458109734235) | > loss_disc_real_4: 0.21918059885501862 (0.2285973302744053) | > loss_disc_real_5: 0.19378750026226044 (0.2191719592169479) | > loss_0: 2.2574081420898438 (2.3602418458020242) | > grad_norm_0: tensor(8.9598, device='cuda:0') (tensor(9.5344, device='cuda:0')) | > loss_gen: 2.469304323196411 (2.4715063704384703) | > loss_kl: 1.9839379787445068 (1.8722281279387298) | > loss_feat: 7.589136600494385 (7.082859233573631) | > loss_mel: 18.853178024291992 (18.261959747031888) | > loss_duration: 1.9963371753692627 (2.0445937381850348) | > loss_1: 32.89189529418945 (31.733147621154785) | > grad_norm_1: tensor(145.8780, device='cuda:0') (tensor(88.9902, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3595 (0.35455516091099487) | > loader_time: 0.0033 (0.0033447919068513095)  --> TIME: 2024-06-11 07:56:05 -- STEP: 79/330 -- GLOBAL_STEP: 214800 | > loss_disc: 2.3862366676330566 (2.352238301989398) | > loss_disc_real_0: 0.10352140665054321 (0.11418759304134152) | > loss_disc_real_1: 0.1848505139350891 (0.1977315218765524) | > loss_disc_real_2: 0.17901112139225006 (0.21425313719465763) | > loss_disc_real_3: 0.23747391998767853 (0.22648795948752873) | > loss_disc_real_4: 0.26175355911254883 (0.22861051521723783) | > loss_disc_real_5: 0.24681301414966583 (0.21971243091776402) | > loss_0: 2.3862366676330566 (2.352238301989398) | > grad_norm_0: tensor(13.5810, device='cuda:0') (tensor(9.9051, device='cuda:0')) | > loss_gen: 2.653322696685791 (2.4958281215233145) | > loss_kl: 1.99617600440979 (1.8720079252991495) | > loss_feat: 7.535038948059082 (7.173811453807203) | > loss_mel: 18.700164794921875 (18.219035064117822) | > loss_duration: 1.9997764825820923 (2.0327016582971886) | > loss_1: 32.88447952270508 (31.793384576145606) | > grad_norm_1: tensor(135.2133, device='cuda:0') (tensor(100.3968, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3707 (0.36161367199088956) | > loader_time: 0.0034 (0.0034510063219674028)  --> TIME: 2024-06-11 07:56:14 -- STEP: 104/330 -- GLOBAL_STEP: 214825 | > loss_disc: 2.321988105773926 (2.3542180244739233) | > loss_disc_real_0: 0.1392824351787567 (0.1153841117540231) | > loss_disc_real_1: 0.18838074803352356 (0.20009575254068926) | > loss_disc_real_2: 0.1954715996980667 (0.21339135000912043) | > loss_disc_real_3: 0.2623271048069 (0.22713163423423582) | > loss_disc_real_4: 0.23581336438655853 (0.22885228492892706) | > loss_disc_real_5: 0.21998901665210724 (0.22039684051504502) | > loss_0: 2.321988105773926 (2.3542180244739233) | > grad_norm_0: tensor(14.7627, device='cuda:0') (tensor(10.8153, device='cuda:0')) | > loss_gen: 2.595379114151001 (2.4957565573545604) | > loss_kl: 1.963111162185669 (1.869752287864685) | > loss_feat: 7.43319845199585 (7.150423251665556) | > loss_mel: 17.982473373413086 (18.21260019449087) | > loss_duration: 2.095966339111328 (2.0322112062802686) | > loss_1: 32.07012939453125 (31.76074381975027) | > grad_norm_1: tensor(167.7311, device='cuda:0') (tensor(122.0990, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3613 (0.3631218075752259) | > loader_time: 0.0042 (0.003528693547615638)  --> TIME: 2024-06-11 07:56:24 -- STEP: 129/330 -- GLOBAL_STEP: 214850 | > loss_disc: 2.415029287338257 (2.3554641960203178) | > loss_disc_real_0: 0.11160048842430115 (0.11573569314886434) | > loss_disc_real_1: 0.14838556945323944 (0.19944009103978327) | > loss_disc_real_2: 0.19401168823242188 (0.21328025802161343) | > loss_disc_real_3: 0.2244858294725418 (0.2273787558078766) | > loss_disc_real_4: 0.21145153045654297 (0.22859297034352324) | > loss_disc_real_5: 0.23079632222652435 (0.2202172542727271) | > loss_0: 2.415029287338257 (2.3554641960203178) | > grad_norm_0: tensor(8.2868, device='cuda:0') (tensor(11.2644, device='cuda:0')) | > loss_gen: 2.495128631591797 (2.4985533333563987) | > loss_kl: 1.9830321073532104 (1.8718289025994235) | > loss_feat: 6.5691986083984375 (7.159096555192341) | > loss_mel: 18.505390167236328 (18.204984945844316) | > loss_duration: 2.0128512382507324 (2.0318035755970683) | > loss_1: 31.565601348876953 (31.766267554704534) | > grad_norm_1: tensor(43.0671, device='cuda:0') (tensor(130.7627, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3639 (0.3644158858661504) | > loader_time: 0.004 (0.0036488706751387247)  --> TIME: 2024-06-11 07:56:33 -- STEP: 154/330 -- GLOBAL_STEP: 214875 | > loss_disc: 2.2423934936523438 (2.35564793085123) | > loss_disc_real_0: 0.12229639291763306 (0.11680828523519751) | > loss_disc_real_1: 0.22360947728157043 (0.20017938664207213) | > loss_disc_real_2: 0.22525599598884583 (0.21446352916491496) | > loss_disc_real_3: 0.2559581398963928 (0.2279343083500862) | > loss_disc_real_4: 0.2356576770544052 (0.2286837435774989) | > loss_disc_real_5: 0.2230924814939499 (0.21970147658865175) | > loss_0: 2.2423934936523438 (2.35564793085123) | > grad_norm_0: tensor(7.8176, device='cuda:0') (tensor(11.9794, device='cuda:0')) | > loss_gen: 2.6698169708251953 (2.5018085519988817) | > loss_kl: 1.845317006111145 (1.881597695412574) | > loss_feat: 7.1412153244018555 (7.162976497179502) | > loss_mel: 17.995243072509766 (18.20696418316334) | > loss_duration: 2.033257007598877 (2.0342236401198748) | > loss_1: 31.68484878540039 (31.78757076758843) | > grad_norm_1: tensor(152.6867, device='cuda:0') (tensor(136.2033, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3818 (0.36605730923739366) | > loader_time: 0.0047 (0.0037403973666104403)  --> TIME: 2024-06-11 07:56:43 -- STEP: 179/330 -- GLOBAL_STEP: 214900 | > loss_disc: 2.3815648555755615 (2.3512923610942993) | > loss_disc_real_0: 0.0919475257396698 (0.11695941212956466) | > loss_disc_real_1: 0.15431025624275208 (0.19940001758949716) | > loss_disc_real_2: 0.25160905718803406 (0.21419635157012407) | > loss_disc_real_3: 0.25988975167274475 (0.22842276262837416) | > loss_disc_real_4: 0.2169184684753418 (0.22796218621664208) | > loss_disc_real_5: 0.23020906746387482 (0.21947955211114617) | > loss_0: 2.3815648555755615 (2.3512923610942993) | > grad_norm_0: tensor(25.3201, device='cuda:0') (tensor(14.0495, device='cuda:0')) | > loss_gen: 2.4672579765319824 (2.508887356220012) | > loss_kl: 1.854225993156433 (1.8829576409728834) | > loss_feat: 7.101561069488525 (7.194047552247287) | > loss_mel: 17.814315795898438 (18.20587657949778) | > loss_duration: 2.0807175636291504 (2.03997700440817) | > loss_1: 31.318078994750977 (31.831746277196448) | > grad_norm_1: tensor(321.9781, device='cuda:0') (tensor(155.1686, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.3781 (0.3681232929229738) | > loader_time: 0.0046 (0.00384413863027562)  --> TIME: 2024-06-11 07:56:53 -- STEP: 204/330 -- GLOBAL_STEP: 214925 | > loss_disc: 2.2652535438537598 (2.3483823818318985) | > loss_disc_real_0: 0.09084554016590118 (0.1173854935914278) | > loss_disc_real_1: 0.1730908453464508 (0.19935181389982795) | > loss_disc_real_2: 0.19571946561336517 (0.21414164797055954) | > loss_disc_real_3: 0.25640377402305603 (0.22820152561454213) | > loss_disc_real_4: 0.20275145769119263 (0.22688475828252586) | > loss_disc_real_5: 0.18971937894821167 (0.21926127878182075) | > loss_0: 2.2652535438537598 (2.3483823818318985) | > grad_norm_0: tensor(32.5838, device='cuda:0') (tensor(16.6749, device='cuda:0')) | > loss_gen: 2.5470736026763916 (2.5168036128960414) | > loss_kl: 2.0839333534240723 (1.8885275289124133) | > loss_feat: 7.774275302886963 (7.2079477941288665) | > loss_mel: 18.10833168029785 (18.18166646770402) | > loss_duration: 2.0409891605377197 (2.046725868010052) | > loss_1: 32.554603576660156 (31.841671354630414) | > grad_norm_1: tensor(439.7587, device='cuda:0') (tensor(174.4849, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.4194 (0.3713968992233278) | > loader_time: 0.005 (0.003960934339785108)  --> TIME: 2024-06-11 07:57:03 -- STEP: 229/330 -- GLOBAL_STEP: 214950 | > loss_disc: 2.199737787246704 (2.3492357470583176) | > loss_disc_real_0: 0.10400044918060303 (0.11840379916489385) | > loss_disc_real_1: 0.2026338279247284 (0.19920637328421706) | > loss_disc_real_2: 0.1797223687171936 (0.21425573456235328) | > loss_disc_real_3: 0.21451231837272644 (0.22788114709104512) | > loss_disc_real_4: 0.24295024573802948 (0.22686080419861074) | > loss_disc_real_5: 0.22753334045410156 (0.21942326433013098) | > loss_0: 2.199737787246704 (2.3492357470583176) | > grad_norm_0: tensor(9.0292, device='cuda:0') (tensor(19.3327, device='cuda:0')) | > loss_gen: 2.6481988430023193 (2.518724796553367) | > loss_kl: 1.8658435344696045 (1.8893618692997762) | > loss_feat: 7.360842227935791 (7.1978010589899455) | > loss_mel: 18.35978126525879 (18.153973950048723) | > loss_duration: 2.1467700004577637 (2.0549851931859298) | > loss_1: 32.38143539428711 (31.81484694668299) | > grad_norm_1: tensor(106.8730, device='cuda:0') (tensor(193.4948, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.4104 (0.3750296440707545) | > loader_time: 0.005 (0.004070751531675912)  --> TIME: 2024-06-11 07:57:14 -- STEP: 254/330 -- GLOBAL_STEP: 214975 | > loss_disc: 2.342710494995117 (2.350881363463213) | > loss_disc_real_0: 0.11492766439914703 (0.11896275627742132) | > loss_disc_real_1: 0.19840693473815918 (0.19958314789444442) | > loss_disc_real_2: 0.21935832500457764 (0.21403566143644137) | > loss_disc_real_3: 0.21608446538448334 (0.22803147647559174) | > loss_disc_real_4: 0.22652611136436462 (0.22711966573957384) | > loss_disc_real_5: 0.21267525851726532 (0.21956721922074715) | > loss_0: 2.342710494995117 (2.350881363463213) | > grad_norm_0: tensor(25.6070, device='cuda:0') (tensor(19.8623, device='cuda:0')) | > loss_gen: 2.65120267868042 (2.514422993960344) | > loss_kl: 1.8642292022705078 (1.8903992082190326) | > loss_feat: 7.304476261138916 (7.181865419928483) | > loss_mel: 17.837295532226562 (18.116053025553544) | > loss_duration: 2.087092399597168 (2.061699811867841) | > loss_1: 31.74429702758789 (31.764440551517517) | > grad_norm_1: tensor(502.7798, device='cuda:0') (tensor(203.7297, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.4365 (0.3797864876394198) | > loader_time: 0.0066 (0.004194052200617751)  --> TIME: 2024-06-11 07:57:26 -- STEP: 279/330 -- GLOBAL_STEP: 215000 | > loss_disc: 2.2554070949554443 (2.3483889393481725) | > loss_disc_real_0: 0.10631340742111206 (0.11867246991791178) | > loss_disc_real_1: 0.1434050351381302 (0.19919930881817283) | > loss_disc_real_2: 0.23077329993247986 (0.21396967976964937) | > loss_disc_real_3: 0.22614803910255432 (0.22814976223694378) | > loss_disc_real_4: 0.24197955429553986 (0.22719186432259056) | > loss_disc_real_5: 0.21281269192695618 (0.2190669489270043) | > loss_0: 2.2554070949554443 (2.3483889393481725) | > grad_norm_0: tensor(31.4649, device='cuda:0') (tensor(21.0177, device='cuda:0')) | > loss_gen: 2.6384499073028564 (2.512393835197641) | > loss_kl: 1.863289475440979 (1.8938965711969629) | > loss_feat: 7.583584785461426 (7.190247077668439) | > loss_mel: 17.90256690979004 (18.08187623519624) | > loss_duration: 2.150509834289551 (2.0704979255635245) | > loss_1: 32.13840103149414 (31.748911765313917) | > grad_norm_1: tensor(459.8190, device='cuda:0') (tensor(221.0642, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.4394 (0.3861469812290644) | > loader_time: 0.0067 (0.004379995407596709) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_215000.pth  --> TIME: 2024-06-11 07:57:42 -- STEP: 304/330 -- GLOBAL_STEP: 215025 | > loss_disc: 2.2512292861938477 (2.3491282917951275) | > loss_disc_real_0: 0.18465451896190643 (0.11965914601215015) | > loss_disc_real_1: 0.1790834367275238 (0.19930474570413165) | > loss_disc_real_2: 0.16792136430740356 (0.21367631475196083) | > loss_disc_real_3: 0.2211492657661438 (0.22834438913942953) | > loss_disc_real_4: 0.22712773084640503 (0.227310306539661) | > loss_disc_real_5: 0.20620036125183105 (0.2193009118108373) | > loss_0: 2.2512292861938477 (2.3491282917951275) | > grad_norm_0: tensor(80.2454, device='cuda:0') (tensor(23.0590, device='cuda:0')) | > loss_gen: 2.6364779472351074 (2.5136297117722664) | > loss_kl: 2.1032021045684814 (1.8991206143247454) | > loss_feat: 9.127513885498047 (7.211414189715135) | > loss_mel: 17.54060173034668 (18.045833368050427) | > loss_duration: 2.2209057807922363 (2.0807563293921327) | > loss_1: 33.628700256347656 (31.750754299916718) | > grad_norm_1: tensor(650.2891, device='cuda:0') (tensor(240.6311, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.4809 (0.3939466099990042) | > loader_time: 0.007 (0.004599912386191516)  --> TIME: 2024-06-11 07:58:10 -- STEP: 329/330 -- GLOBAL_STEP: 215050 | > loss_disc: 2.478917360305786 (2.3566121960845763) | > loss_disc_real_0: 0.17926838994026184 (0.12111077816607742) | > loss_disc_real_1: 0.248576357960701 (0.20206076638223916) | > loss_disc_real_2: 0.21821966767311096 (0.21396628869159615) | > loss_disc_real_3: 0.23755696415901184 (0.228035833018529) | > loss_disc_real_4: 0.20883764326572418 (0.22732315975663148) | > loss_disc_real_5: 0.19690486788749695 (0.21896500663554413) | > loss_0: 2.478917360305786 (2.3566121960845763) | > grad_norm_0: tensor(12.6227, device='cuda:0') (tensor(24.2590, device='cuda:0')) | > loss_gen: 2.3986759185791016 (2.5138301508767276) | > loss_kl: 2.1369152069091797 (1.9096464360738599) | > loss_feat: 9.706188201904297 (7.325739808357958) | > loss_mel: 18.02347755432129 (18.030304714539135) | > loss_duration: 2.2784976959228516 (2.0944558429138285) | > loss_1: 34.54375457763672 (31.873977023417464) | > grad_norm_1: tensor(218.3484, device='cuda:0') (tensor(252.1459, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 13.9261 (0.44837661282269803) | > loader_time: 0.0336 (0.005060660440508715)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5555148124694824 (2.5555148124694824) | > loss_disc_real_0: 0.12358957529067993 (0.12358957529067993) | > loss_disc_real_1: 0.2528395652770996 (0.2528395652770996) | > loss_disc_real_2: 0.2628149390220642 (0.2628149390220642) | > loss_disc_real_3: 0.29908129572868347 (0.29908129572868347) | > loss_disc_real_4: 0.2543174922466278 (0.2543174922466278) | > loss_disc_real_5: 0.23060835897922516 (0.23060835897922516) | > loss_0: 2.5555148124694824 (2.5555148124694824) | > loss_gen: 2.298741579055786 (2.298741579055786) | > loss_kl: 2.7333760261535645 (2.7333760261535645) | > loss_feat: 5.096349716186523 (5.096349716186523) | > loss_mel: 16.14430809020996 (16.14430809020996) | > loss_duration: 2.8621816635131836 (2.8621816635131836) | > loss_1: 29.13495635986328 (29.13495635986328)  --> STEP: 1 | > loss_disc: 2.501148223876953 (2.501148223876953) | > loss_disc_real_0: 0.10350747406482697 (0.10350747406482697) | > loss_disc_real_1: 0.23657570779323578 (0.23657570779323578) | > loss_disc_real_2: 0.2387097179889679 (0.2387097179889679) | > loss_disc_real_3: 0.23330408334732056 (0.23330408334732056) | > loss_disc_real_4: 0.1996517777442932 (0.1996517777442932) | > loss_disc_real_5: 0.2261974811553955 (0.2261974811553955) | > loss_0: 2.501148223876953 (2.501148223876953) | > loss_gen: 2.1454594135284424 (2.1454594135284424) | > loss_kl: 2.5711658000946045 (2.5711658000946045) | > loss_feat: 5.234721660614014 (5.234721660614014) | > loss_mel: 18.459228515625 (18.459228515625) | > loss_duration: 2.427401542663574 (2.427401542663574) | > loss_1: 30.83797836303711 (30.83797836303711)  --> STEP: 2 | > loss_disc: 2.2693867683410645 (2.385267496109009) | > loss_disc_real_0: 0.07989092171192169 (0.09169919788837433) | > loss_disc_real_1: 0.23380571603775024 (0.235190711915493) | > loss_disc_real_2: 0.2993561029434204 (0.26903291046619415) | > loss_disc_real_3: 0.3045433461666107 (0.26892371475696564) | > loss_disc_real_4: 0.23381635546684265 (0.21673406660556793) | > loss_disc_real_5: 0.2320362776517868 (0.22911687940359116) | > loss_0: 2.2693867683410645 (2.385267496109009) | > loss_gen: 2.7200400829315186 (2.4327497482299805) | > loss_kl: 2.274235725402832 (2.4227007627487183) | > loss_feat: 6.375204086303711 (5.804962873458862) | > loss_mel: 19.44512367248535 (18.952176094055176) | > loss_duration: 2.4333581924438477 (2.430379867553711) | > loss_1: 33.24795913696289 (32.04296875)  --> STEP: 3 | > loss_disc: 2.2422821521759033 (2.3376057147979736) | > loss_disc_real_0: 0.07466975599527359 (0.08602271725734074) | > loss_disc_real_1: 0.16108405590057373 (0.21048849324385324) | > loss_disc_real_2: 0.11889739334583282 (0.21898773809274039) | > loss_disc_real_3: 0.26969584822654724 (0.2691810925801595) | > loss_disc_real_4: 0.22835318744182587 (0.2206071068843206) | > loss_disc_real_5: 0.1899789273738861 (0.21607089539368948) | > loss_0: 2.2422821521759033 (2.3376057147979736) | > loss_gen: 2.275482416152954 (2.380327304204305) | > loss_kl: 3.1741249561309814 (2.673175493876139) | > loss_feat: 7.221292018890381 (6.277072588602702) | > loss_mel: 19.29700469970703 (19.067118962605793) | > loss_duration: 2.269351005554199 (2.3767035802205405) | > loss_1: 34.23725509643555 (32.77439753214518)  --> STEP: 4 | > loss_disc: 2.335963726043701 (2.3371952176094055) | > loss_disc_real_0: 0.16363725066184998 (0.10542635060846806) | > loss_disc_real_1: 0.1852518916130066 (0.2041793428361416) | > loss_disc_real_2: 0.29243916273117065 (0.23735059425234795) | > loss_disc_real_3: 0.31237924098968506 (0.2799806296825409) | > loss_disc_real_4: 0.20909659564495087 (0.21772947907447815) | > loss_disc_real_5: 0.23064492642879486 (0.21971440315246582) | > loss_0: 2.335963726043701 (2.3371952176094055) | > loss_gen: 2.845679998397827 (2.4966654777526855) | > loss_kl: 2.699439287185669 (2.6797414422035217) | > loss_feat: 9.662712097167969 (7.1234824657440186) | > loss_mel: 18.07768440246582 (18.8197603225708) | > loss_duration: 2.248953342437744 (2.3447660207748413) | > loss_1: 35.53446960449219 (33.464415550231934)  --> STEP: 5 | > loss_disc: 2.4810144901275635 (2.365959072113037) | > loss_disc_real_0: 0.21504883468151093 (0.12735084742307662) | > loss_disc_real_1: 0.25969672203063965 (0.2152828186750412) | > loss_disc_real_2: 0.242384672164917 (0.23835740983486176) | > loss_disc_real_3: 0.28278249502182007 (0.28054100275039673) | > loss_disc_real_4: 0.20488914847373962 (0.21516141295433044) | > loss_disc_real_5: 0.18327032029628754 (0.21242558658123017) | > loss_0: 2.4810144901275635 (2.365959072113037) | > loss_gen: 2.3618991374969482 (2.4697122097015383) | > loss_kl: 2.8684730529785156 (2.7174877643585207) | > loss_feat: 5.345865726470947 (6.767959117889404) | > loss_mel: 17.978099822998047 (18.65142822265625) | > loss_duration: 2.3490805625915527 (2.3456289291381838) | > loss_1: 30.903417587280273 (32.9522159576416)  --> STEP: 6 | > loss_disc: 2.405602216720581 (2.372566262880961) | > loss_disc_real_0: 0.07489582896232605 (0.11860834434628487) | > loss_disc_real_1: 0.204314187169075 (0.21345471342404684) | > loss_disc_real_2: 0.21012265980243683 (0.23365161816279092) | > loss_disc_real_3: 0.2954263985157013 (0.28302190204461414) | > loss_disc_real_4: 0.25664037466049194 (0.2220745732386907) | > loss_disc_real_5: 0.21666598320007324 (0.21313231935103735) | > loss_0: 2.405602216720581 (2.372566262880961) | > loss_gen: 2.220520496368408 (2.4281802574793496) | > loss_kl: 2.4149091243743896 (2.667057991027832) | > loss_feat: 5.103382110595703 (6.490529616673787) | > loss_mel: 18.696325302124023 (18.65891106923421) | > loss_duration: 2.133758544921875 (2.3103171984354653) | > loss_1: 30.56889533996582 (32.55499585469564)  --> STEP: 7 | > loss_disc: 2.647824764251709 (2.411888905933925) | > loss_disc_real_0: 0.139631450176239 (0.12161164517913546) | > loss_disc_real_1: 0.1910097897052765 (0.21024829574993678) | > loss_disc_real_2: 0.20761536061763763 (0.2299321527991976) | > loss_disc_real_3: 0.22230125963687897 (0.2743475245577948) | > loss_disc_real_4: 0.3057591915130615 (0.23402951870645797) | > loss_disc_real_5: 0.3331890404224396 (0.2302832795040948) | > loss_0: 2.647824764251709 (2.411888905933925) | > loss_gen: 2.1634521484375 (2.390361956187657) | > loss_kl: 4.045906066894531 (2.8640362875802174) | > loss_feat: 5.402596473693848 (6.335110596248081) | > loss_mel: 18.205245971679688 (18.594101769583567) | > loss_duration: 2.5530433654785156 (2.344992365155901) | > loss_1: 32.370243072509766 (32.528602600097656)  --> STEP: 8 | > loss_disc: 2.3480782508850098 (2.4039125740528107) | > loss_disc_real_0: 0.11521689593791962 (0.12081230152398348) | > loss_disc_real_1: 0.1679236888885498 (0.2049577198922634) | > loss_disc_real_2: 0.23419389128684998 (0.23046487011015415) | > loss_disc_real_3: 0.26506972312927246 (0.27318779937922955) | > loss_disc_real_4: 0.22903987765312195 (0.23340581357479095) | > loss_disc_real_5: 0.1984652429819107 (0.2263060249388218) | > loss_0: 2.3480782508850098 (2.4039125740528107) | > loss_gen: 2.3162167072296143 (2.3810938000679016) | > loss_kl: 2.548920154571533 (2.824646770954132) | > loss_feat: 8.143211364746094 (6.561123192310333) | > loss_mel: 17.98959732055664 (18.5185387134552) | > loss_duration: 2.203042507171631 (2.3272486329078674) | > loss_1: 33.20098876953125 (32.612650871276855)  --> STEP: 9 | > loss_disc: 2.3710520267486572 (2.400261402130127) | > loss_disc_real_0: 0.2033517211675644 (0.12998334815104803) | > loss_disc_real_1: 0.2622794508934021 (0.21132680111461216) | > loss_disc_real_2: 0.35055580735206604 (0.2438083075814777) | > loss_disc_real_3: 0.276130348443985 (0.2735147492753135) | > loss_disc_real_4: 0.2161877304315567 (0.2314926932255427) | > loss_disc_real_5: 0.27274754643440247 (0.23146619399388632) | > loss_0: 2.3710520267486572 (2.400261402130127) | > loss_gen: 3.062227964401245 (2.4567753738827176) | > loss_kl: 2.3998329639434814 (2.7774452368418374) | > loss_feat: 10.434149742126465 (6.991459475623237) | > loss_mel: 18.908100128173828 (18.561823315090603) | > loss_duration: 2.1156487464904785 (2.3037375344170465) | > loss_1: 36.919960021972656 (33.09124077690972)  --> STEP: 10 | > loss_disc: 2.598252534866333 (2.4200605154037476) | > loss_disc_real_0: 0.14043037593364716 (0.13102805092930794) | > loss_disc_real_1: 0.2505735754966736 (0.2152514785528183) | > loss_disc_real_2: 0.20848622918128967 (0.2402760997414589) | > loss_disc_real_3: 0.3116191029548645 (0.2773251846432686) | > loss_disc_real_4: 0.254873126745224 (0.23383073657751083) | > loss_disc_real_5: 0.2780101001262665 (0.23612058460712432) | > loss_0: 2.598252534866333 (2.4200605154037476) | > loss_gen: 2.3448522090911865 (2.4455830574035646) | > loss_kl: 2.4017012119293213 (2.7398708343505858) | > loss_feat: 6.651293754577637 (6.957442903518677) | > loss_mel: 19.67549705505371 (18.673190689086915) | > loss_duration: 2.3285915851593018 (2.306222939491272) | > loss_1: 33.40193557739258 (33.12231025695801)  --> STEP: 11 | > loss_disc: 2.479997158050537 (2.42550930109891) | > loss_disc_real_0: 0.15542735159397125 (0.13324616917155005) | > loss_disc_real_1: 0.19378991425037384 (0.21330042725259607) | > loss_disc_real_2: 0.26271915435791016 (0.24231637743386356) | > loss_disc_real_3: 0.30547893047332764 (0.27988461608236487) | > loss_disc_real_4: 0.25324204564094543 (0.23559540103782306) | > loss_disc_real_5: 0.26545438170433044 (0.23878729343414307) | > loss_0: 2.479997158050537 (2.42550930109891) | > loss_gen: 2.409385919570923 (2.442292408509688) | > loss_kl: 2.6697616577148438 (2.7334972728382456) | > loss_feat: 6.5970540046691895 (6.924680276350542) | > loss_mel: 16.20850944519043 (18.449128757823598) | > loss_duration: 2.4566307067871094 (2.3198963728818027) | > loss_1: 30.341341018676758 (32.86949487165971)  --> STEP: 12 | > loss_disc: 2.6786556243896484 (2.446604828039805) | > loss_disc_real_0: 0.11833440512418747 (0.13200352216760317) | > loss_disc_real_1: 0.23549211025238037 (0.21514973416924477) | > loss_disc_real_2: 0.2385450154542923 (0.2420020972688993) | > loss_disc_real_3: 0.30933877825737 (0.2823391295969486) | > loss_disc_real_4: 0.24544039368629456 (0.23641581709186235) | > loss_disc_real_5: 0.2683350145816803 (0.24124960352977118) | > loss_0: 2.6786556243896484 (2.446604828039805) | > loss_gen: 2.0480563640594482 (2.4094394048055015) | > loss_kl: 2.321021556854248 (2.699124296506246) | > loss_feat: 5.204126834869385 (6.781300822893779) | > loss_mel: 15.725645065307617 (18.222171783447266) | > loss_duration: 2.2156589031219482 (2.3112099170684814) | > loss_1: 27.514507293701172 (32.423245906829834)  --> STEP: 13 | > loss_disc: 2.5859382152557373 (2.4573227809025693) | > loss_disc_real_0: 0.13776351511478424 (0.13244659854815558) | > loss_disc_real_1: 0.27282094955444336 (0.21958598150656775) | > loss_disc_real_2: 0.21408863365650177 (0.2398549077602533) | > loss_disc_real_3: 0.31115594506263733 (0.2845558077096939) | > loss_disc_real_4: 0.2456064224243164 (0.23712278673282036) | > loss_disc_real_5: 0.21422059834003448 (0.2391704492844068) | > loss_0: 2.5859382152557373 (2.4573227809025693) | > loss_gen: 2.2194643020629883 (2.3948259353637695) | > loss_kl: 2.543117046356201 (2.6871237388023963) | > loss_feat: 6.427299976348877 (6.75406998854417) | > loss_mel: 17.384353637695312 (18.15772423377404) | > loss_duration: 2.2415947914123535 (2.3058549074026256) | > loss_1: 30.815828323364258 (32.29959840040941)  --> STEP: 14 | > loss_disc: 2.3994314670562744 (2.4531876870564053) | > loss_disc_real_0: 0.09519751369953156 (0.12978594963039672) | > loss_disc_real_1: 0.2292194664478302 (0.22027408757380076) | > loss_disc_real_2: 0.23104745149612427 (0.23922580374138697) | > loss_disc_real_3: 0.1892101913690567 (0.2777454065425055) | > loss_disc_real_4: 0.22215770184993744 (0.23605385209832871) | > loss_disc_real_5: 0.20857872068881989 (0.23698532581329346) | > loss_0: 2.3994314670562744 (2.4531876870564053) | > loss_gen: 2.09999680519104 (2.373766711780003) | > loss_kl: 3.7420947551727295 (2.7624788114002774) | > loss_feat: 5.873337745666504 (6.6911605426243375) | > loss_mel: 19.78264808654785 (18.273790223257883) | > loss_duration: 2.3892250061035156 (2.311809914452689) | > loss_1: 33.88730239868164 (32.41300582885743)  --> STEP: 15 | > loss_disc: 2.3707094192504883 (2.4476891358693442) | > loss_disc_real_0: 0.10757726430892944 (0.12830537060896557) | > loss_disc_real_1: 0.2705008387565613 (0.22362253765265147) | > loss_disc_real_2: 0.20237183570861816 (0.23676887253920237) | > loss_disc_real_3: 0.2702619135379791 (0.27724650700887044) | > loss_disc_real_4: 0.18511196970939636 (0.23265772660573322) | > loss_disc_real_5: 0.16936960816383362 (0.23247761130332947) | > loss_0: 2.3707094192504883 (2.4476891358693442) | > loss_gen: 2.3090338706970215 (2.3694511890411376) | > loss_kl: 3.467085361480713 (2.8094525814056395) | > loss_feat: 7.455384254455566 (6.742108790079753) | > loss_mel: 19.135040283203125 (18.3312068939209) | > loss_duration: 2.3189644813537598 (2.312286885579427) | > loss_1: 34.685508728027344 (32.564506022135426)  --> STEP: 16 | > loss_disc: 2.595625877380371 (2.4569351822137833) | > loss_disc_real_0: 0.14982576668262482 (0.12965039536356926) | > loss_disc_real_1: 0.21454010903835297 (0.2230548858642578) | > loss_disc_real_2: 0.2022697478532791 (0.23461267724633217) | > loss_disc_real_3: 0.26159873604774475 (0.2762685213238001) | > loss_disc_real_4: 0.23364000022411346 (0.232719118706882) | > loss_disc_real_5: 0.26214146614074707 (0.23433160223066807) | > loss_0: 2.595625877380371 (2.4569351822137833) | > loss_gen: 2.1289844512939453 (2.354422017931938) | > loss_kl: 3.2256665229797363 (2.8354659527540207) | > loss_feat: 5.763843059539795 (6.680967181921005) | > loss_mel: 15.788387298583984 (18.17228066921234) | > loss_duration: 2.3428688049316406 (2.3141982555389404) | > loss_1: 29.2497501373291 (32.35733377933503)  --> STEP: 17 | > loss_disc: 2.544264078140259 (2.4620721760918114) | > loss_disc_real_0: 0.15828067064285278 (0.13133452920352712) | > loss_disc_real_1: 0.22316956520080566 (0.22306163170758417) | > loss_disc_real_2: 0.2759914994239807 (0.23704672560972326) | > loss_disc_real_3: 0.37401923537254333 (0.28201856332666736) | > loss_disc_real_4: 0.267499178647995 (0.234765004585771) | > loss_disc_real_5: 0.24768446385860443 (0.2351170646793702) | > loss_0: 2.544264078140259 (2.4620721760918114) | > loss_gen: 2.618149757385254 (2.3699354143703686) | > loss_kl: 2.1666150093078613 (2.7961217796101288) | > loss_feat: 7.073472499847412 (6.704055730034323) | > loss_mel: 18.831253051757812 (18.211043750538547) | > loss_duration: 2.3770148754119873 (2.31789335082559) | > loss_1: 33.066505432128906 (32.39904975891114)  --> STEP: 18 | > loss_disc: 2.011906147003174 (2.4370629522535534) | > loss_disc_real_0: 0.052358321845531464 (0.1269469621280829) | > loss_disc_real_1: 0.18786633014678955 (0.2211063371764289) | > loss_disc_real_2: 0.1759592443704605 (0.23365297665198645) | > loss_disc_real_3: 0.208204448223114 (0.2779177791542477) | > loss_disc_real_4: 0.17009861767292023 (0.23117242753505707) | > loss_disc_real_5: 0.1568947434425354 (0.2307713801662127) | > loss_0: 2.011906147003174 (2.4370629522535534) | > loss_gen: 2.591351270675659 (2.382236295276218) | > loss_kl: 2.6908273696899414 (2.7902720901701183) | > loss_feat: 9.921175003051758 (6.882784578535292) | > loss_mel: 20.37976837158203 (18.331528451707626) | > loss_duration: 2.245809316635132 (2.3138886822594538) | > loss_1: 37.82892990112305 (32.7007097668118)  --> STEP: 19 | > loss_disc: 2.350552558898926 (2.4325097736559416) | > loss_disc_real_0: 0.11294884979724884 (0.12621021937382848) | > loss_disc_real_1: 0.22016064822673798 (0.22105656407381358) | > loss_disc_real_2: 0.20963814854621887 (0.23238903833063027) | > loss_disc_real_3: 0.26910048723220825 (0.2774537111583509) | > loss_disc_real_4: 0.25637081265449524 (0.23249865833081698) | > loss_disc_real_5: 0.2279767543077469 (0.2306242945947145) | > loss_0: 2.350552558898926 (2.4325097736559416) | > loss_gen: 2.5682435035705566 (2.3920261483443412) | > loss_kl: 2.16998028755188 (2.757625153190211) | > loss_feat: 9.034829139709473 (6.996050081754985) | > loss_mel: 19.215660095214844 (18.378061696102744) | > loss_duration: 2.3366568088531494 (2.3150870047117533) | > loss_1: 35.32537078857422 (32.83884982058876)  --> STEP: 20 | > loss_disc: 2.4197099208831787 (2.4318697810173036) | > loss_disc_real_0: 0.10608428716659546 (0.12520392276346684) | > loss_disc_real_1: 0.1193118765950203 (0.21596932969987392) | > loss_disc_real_2: 0.2671358287334442 (0.23412637785077095) | > loss_disc_real_3: 0.24283495545387268 (0.275722773373127) | > loss_disc_real_4: 0.2086755633354187 (0.23130750358104707) | > loss_disc_real_5: 0.21964837610721588 (0.23007549867033958) | > loss_0: 2.4197099208831787 (2.4318697810173036) | > loss_gen: 2.1983981132507324 (2.3823447465896606) | > loss_kl: 2.1006956100463867 (2.72477867603302) | > loss_feat: 6.793027877807617 (6.985898971557617) | > loss_mel: 19.756328582763672 (18.44697504043579) | > loss_duration: 2.2698326110839844 (2.312824285030365) | > loss_1: 33.118282318115234 (32.85282144546509)  --> STEP: 21 | > loss_disc: 2.4704997539520264 (2.4337093035380044) | > loss_disc_real_0: 0.1444510519504547 (0.12612045272475197) | > loss_disc_real_1: 0.2114495486021042 (0.21575410202855155) | > loss_disc_real_2: 0.20567405223846436 (0.23277150520256587) | > loss_disc_real_3: 0.25348803400993347 (0.27466397626059397) | > loss_disc_real_4: 0.16014137864112854 (0.22791864048867) | > loss_disc_real_5: 0.20522141456604004 (0.22889197085584914) | > loss_0: 2.4704997539520264 (2.4337093035380044) | > loss_gen: 2.213080883026123 (2.3742845626104447) | > loss_kl: 1.974717140197754 (2.6890614600408647) | > loss_feat: 5.371589183807373 (6.909027076902843) | > loss_mel: 15.964093208312988 (18.328742572239467) | > loss_duration: 2.1714603900909424 (2.3060926709856306) | > loss_1: 27.694942474365234 (32.607208161127)  --> STEP: 22 | > loss_disc: 2.3146345615386963 (2.4282968152653086) | > loss_disc_real_0: 0.08111889660358429 (0.12407492744651707) | > loss_disc_real_1: 0.1727159172296524 (0.21379782090132887) | > loss_disc_real_2: 0.19706405699253082 (0.231148439374837) | > loss_disc_real_3: 0.2460107058286667 (0.27336155487732455) | > loss_disc_real_4: 0.1776755452156067 (0.22563486343080347) | > loss_disc_real_5: 0.2874498665332794 (0.23155369338664142) | > loss_0: 2.3146345615386963 (2.4282968152653086) | > loss_gen: 2.2222800254821777 (2.3673752654682505) | > loss_kl: 1.9146353006362915 (2.6538602709770203) | > loss_feat: 8.208415985107422 (6.968090209093961) | > loss_mel: 18.095001220703125 (18.31811796535145) | > loss_duration: 2.1744847297668457 (2.3001104918393223) | > loss_1: 32.61481857299805 (32.60755408893932)  --> STEP: 23 | > loss_disc: 2.6923770904541016 (2.4397785663604736) | > loss_disc_real_0: 0.22369444370269775 (0.1284062107620032) | > loss_disc_real_1: 0.1732044219970703 (0.2120328905141872) | > loss_disc_real_2: 0.18638218939304352 (0.2292020806799764) | > loss_disc_real_3: 0.2465733140707016 (0.2721968487552974) | > loss_disc_real_4: 0.23150897026062012 (0.22589025937992593) | > loss_disc_real_5: 0.29261699318885803 (0.23420861946499866) | > loss_0: 2.6923770904541016 (2.4397785663604736) | > loss_gen: 1.9815008640289307 (2.3505981175795845) | > loss_kl: 2.171076774597168 (2.6328696841778965) | > loss_feat: 6.090246677398682 (6.929923099020253) | > loss_mel: 17.878141403198242 (18.29898854960566) | > loss_duration: 2.279815673828125 (2.299228108447531) | > loss_1: 30.400781631469727 (32.51160746035368)  --> STEP: 24 | > loss_disc: 2.645343780517578 (2.4483437836170197) | > loss_disc_real_0: 0.1520131230354309 (0.12938983210672936) | > loss_disc_real_1: 0.23788845539093018 (0.21311020571738482) | > loss_disc_real_2: 0.27430883049964905 (0.23108152858912945) | > loss_disc_real_3: 0.2624102234840393 (0.2717890727023283) | > loss_disc_real_4: 0.28656795620918274 (0.22841849674781164) | > loss_disc_real_5: 0.23884862661361694 (0.23440195309619108) | > loss_0: 2.645343780517578 (2.4483437836170197) | > loss_gen: 2.231107473373413 (2.345619340737661) | > loss_kl: 2.4191277027130127 (2.6239637682835264) | > loss_feat: 6.244138717651367 (6.90134874979655) | > loss_mel: 16.12604522705078 (18.208449244499207) | > loss_duration: 2.386518716812134 (2.3028652171293893) | > loss_1: 29.406936645507812 (32.38224617640177)  --> STEP: 25 | > loss_disc: 2.6674060821533203 (2.4571062755584716) | > loss_disc_real_0: 0.18470048904418945 (0.13160225838422776) | > loss_disc_real_1: 0.22298043966293335 (0.21350501507520675) | > loss_disc_real_2: 0.2396959364414215 (0.23142610490322113) | > loss_disc_real_3: 0.30009832978248596 (0.2729214429855346) | > loss_disc_real_4: 0.25986722111701965 (0.22967644572257995) | > loss_disc_real_5: 0.2493777573108673 (0.23500098526477814) | > loss_0: 2.6674060821533203 (2.4571062755584716) | > loss_gen: 2.1460564136505127 (2.337636823654175) | > loss_kl: 2.616387367248535 (2.6236607122421263) | > loss_feat: 4.602982521057129 (6.809414100646973) | > loss_mel: 15.342113494873047 (18.09379581451416) | > loss_duration: 2.2968688011169434 (2.3026253604888915) | > loss_1: 27.004409790039062 (32.167132720947265)  --> STEP: 26 | > loss_disc: 2.127899646759033 (2.444444482143109) | > loss_disc_real_0: 0.17446964979171753 (0.13325100420759275) | > loss_disc_real_1: 0.15377160906791687 (0.2112075763826187) | > loss_disc_real_2: 0.16984480619430542 (0.22905759341441667) | > loss_disc_real_3: 0.18398471176624298 (0.2695007994771003) | > loss_disc_real_4: 0.10794217884540558 (0.22499435853499633) | > loss_disc_real_5: 0.15377840399742126 (0.23187703983141825) | > loss_0: 2.127899646759033 (2.444444482143109) | > loss_gen: 2.3798282146453857 (2.3392595694615292) | > loss_kl: 2.035506010055542 (2.6010393775426426) | > loss_feat: 13.732410430908203 (7.075683190272405) | > loss_mel: 20.54364013671875 (18.188020596137413) | > loss_duration: 2.2721219062805176 (2.3014521507116465) | > loss_1: 40.96350860595703 (32.50545487037072) --> EVAL PERFORMANCE | > avg_loader_time: 0.002507805824279785 (+2.366762894850504e-05) | > avg_loss_disc: 2.444444482143109 (+0.09253695377936699) | > avg_loss_disc_real_0: 0.13325100420759275 (+0.0062275262406239484) | > avg_loss_disc_real_1: 0.2112075763826187 (-0.07658005649080649) | > avg_loss_disc_real_2: 0.22905759341441667 (+0.0034753940999507904) | > avg_loss_disc_real_3: 0.2695007994771003 (+0.015408760079970607) | > avg_loss_disc_real_4: 0.22499435853499633 (+9.679507750731675e-05) | > avg_loss_disc_real_5: 0.23187703983141825 (+0.02134785371331066) | > avg_loss_0: 2.444444482143109 (+0.09253695377936699) | > avg_loss_gen: 2.3392595694615292 (-0.21955394744872958) | > avg_loss_kl: 2.6010393775426426 (-0.05917663757617575) | > avg_loss_feat: 7.075683190272405 (-0.10492099248445985) | > avg_loss_mel: 18.188020596137413 (-0.18252361737764744) | > avg_loss_duration: 2.3014521507116465 (-0.007194243944608658) | > avg_loss_1: 32.50545487037072 (-0.5733699064988329)  > EPOCH: 385/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 07:58:15)   --> TIME: 2024-06-11 07:58:25 -- STEP: 24/330 -- GLOBAL_STEP: 215075 | > loss_disc: 2.2576515674591064 (2.2951728204886117) | > loss_disc_real_0: 0.08009838312864304 (0.10181798133999109) | > loss_disc_real_1: 0.1410585194826126 (0.19778202970822653) | > loss_disc_real_2: 0.17863067984580994 (0.21280236293872198) | > loss_disc_real_3: 0.22774703800678253 (0.22484622212747732) | > loss_disc_real_4: 0.21799632906913757 (0.2266074065119028) | > loss_disc_real_5: 0.23385398089885712 (0.2204163670539856) | > loss_0: 2.2576515674591064 (2.2951728204886117) | > grad_norm_0: tensor(20.7338, device='cuda:0') (tensor(8.4362, device='cuda:0')) | > loss_gen: 2.578523635864258 (2.547460675239563) | > loss_kl: 1.762067198753357 (1.8191081583499908) | > loss_feat: 8.35837173461914 (7.300242443879445) | > loss_mel: 18.728187561035156 (18.525604248046875) | > loss_duration: 1.9843144416809082 (2.0968078970909123) | > loss_1: 33.41146469116211 (32.289223432540894) | > grad_norm_1: tensor(42.1746, device='cuda:0') (tensor(81.2426, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3714 (0.35662080844243366) | > loader_time: 0.0032 (0.003282487392425537)  --> TIME: 2024-06-11 07:58:34 -- STEP: 49/330 -- GLOBAL_STEP: 215100 | > loss_disc: 2.307682514190674 (2.3127645521747824) | > loss_disc_real_0: 0.1002395749092102 (0.10682084472203741) | > loss_disc_real_1: 0.18737928569316864 (0.19869224027711518) | > loss_disc_real_2: 0.18826065957546234 (0.21370883620515166) | > loss_disc_real_3: 0.22147272527217865 (0.22693816374759285) | > loss_disc_real_4: 0.22039930522441864 (0.22705234769655733) | > loss_disc_real_5: 0.20254138112068176 (0.21826086056475735) | > loss_0: 2.307682514190674 (2.3127645521747824) | > grad_norm_0: tensor(14.9639, device='cuda:0') (tensor(9.6866, device='cuda:0')) | > loss_gen: 2.465023994445801 (2.5263476225794586) | > loss_kl: 1.9271386861801147 (1.8481975526225811) | > loss_feat: 6.914758205413818 (7.222973784621881) | > loss_mel: 18.344196319580078 (18.36904918904208) | > loss_duration: 1.9655966758728027 (2.052702577746644) | > loss_1: 31.61671257019043 (32.01927083852339) | > grad_norm_1: tensor(105.1783, device='cuda:0') (tensor(91.8096, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.364 (0.35947466869743505) | > loader_time: 0.0034 (0.0034213406699044363)  --> TIME: 2024-06-11 07:58:44 -- STEP: 74/330 -- GLOBAL_STEP: 215125 | > loss_disc: 2.361143112182617 (2.3166399904199544) | > loss_disc_real_0: 0.087856724858284 (0.10894541190685453) | > loss_disc_real_1: 0.18094220757484436 (0.19817098069029884) | > loss_disc_real_2: 0.18688729405403137 (0.21242906173338763) | > loss_disc_real_3: 0.2142544388771057 (0.22701191096692466) | > loss_disc_real_4: 0.23524747788906097 (0.2276043903988761) | > loss_disc_real_5: 0.23857109248638153 (0.21876642450287537) | > loss_0: 2.361143112182617 (2.3166399904199544) | > grad_norm_0: tensor(4.8904, device='cuda:0') (tensor(9.2672, device='cuda:0')) | > loss_gen: 2.4562549591064453 (2.5231646138268555) | > loss_kl: 1.8339388370513916 (1.8514981350383244) | > loss_feat: 7.39932107925415 (7.2675244163822486) | > loss_mel: 18.39828109741211 (18.372717831585863) | > loss_duration: 1.9525737762451172 (2.0343442527023523) | > loss_1: 32.04037094116211 (32.049249339748066) | > grad_norm_1: tensor(73.6398, device='cuda:0') (tensor(91.0137, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3587 (0.3611302150262369) | > loader_time: 0.0042 (0.0035558681230287294)  --> TIME: 2024-06-11 07:58:53 -- STEP: 99/330 -- GLOBAL_STEP: 215150 | > loss_disc: 2.335196018218994 (2.3169780668586193) | > loss_disc_real_0: 0.12757766246795654 (0.1100778595516176) | > loss_disc_real_1: 0.19544373452663422 (0.19745798664863665) | > loss_disc_real_2: 0.22646507620811462 (0.21290935756582202) | > loss_disc_real_3: 0.2429097592830658 (0.226600563736877) | > loss_disc_real_4: 0.22218051552772522 (0.227643998584362) | > loss_disc_real_5: 0.2265823483467102 (0.21774353252516854) | > loss_0: 2.335196018218994 (2.3169780668586193) | > grad_norm_0: tensor(17.6667, device='cuda:0') (tensor(10.2931, device='cuda:0')) | > loss_gen: 2.46570086479187 (2.51944146252642) | > loss_kl: 1.8482877016067505 (1.8548270764977042) | > loss_feat: 7.386946678161621 (7.2381710187353265) | > loss_mel: 18.578502655029297 (18.27545950147841) | > loss_duration: 2.0314218997955322 (2.0316419384696265) | > loss_1: 32.31085968017578 (31.919541137387046) | > grad_norm_1: tensor(204.2081, device='cuda:0') (tensor(105.9149, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3715 (0.36471812411992227) | > loader_time: 0.0046 (0.0036885858786226524)  --> TIME: 2024-06-11 07:59:03 -- STEP: 124/330 -- GLOBAL_STEP: 215175 | > loss_disc: 2.261613130569458 (2.315363653244511) | > loss_disc_real_0: 0.08373691141605377 (0.1097874928626322) | > loss_disc_real_1: 0.21436680853366852 (0.1971425718117145) | > loss_disc_real_2: 0.20056715607643127 (0.21302802800651519) | > loss_disc_real_3: 0.2360444962978363 (0.22676998533068163) | > loss_disc_real_4: 0.2034081071615219 (0.22647862893439108) | > loss_disc_real_5: 0.21848507225513458 (0.2170997497535521) | > loss_0: 2.261613130569458 (2.315363653244511) | > grad_norm_0: tensor(10.5974, device='cuda:0') (tensor(11.3985, device='cuda:0')) | > loss_gen: 2.6686437129974365 (2.520948586925385) | > loss_kl: 1.9245116710662842 (1.860224380608528) | > loss_feat: 8.070682525634766 (7.247850694964009) | > loss_mel: 18.677465438842773 (18.274787810540968) | > loss_duration: 2.0335443019866943 (2.0336466710413648) | > loss_1: 33.374847412109375 (31.93745820753035) | > grad_norm_1: tensor(294.0025, device='cuda:0') (tensor(123.1846, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3712 (0.36536196547169836) | > loader_time: 0.004 (0.00378044189945344)  --> TIME: 2024-06-11 07:59:12 -- STEP: 149/330 -- GLOBAL_STEP: 215200 | > loss_disc: 2.260895252227783 (2.3167145108216562) | > loss_disc_real_0: 0.12690889835357666 (0.11077119955080468) | > loss_disc_real_1: 0.22600501775741577 (0.1975311969950695) | > loss_disc_real_2: 0.23011361062526703 (0.21310636661196714) | > loss_disc_real_3: 0.19954834878444672 (0.22692278187546955) | > loss_disc_real_4: 0.21829883754253387 (0.2268210377469159) | > loss_disc_real_5: 0.22145920991897583 (0.21770254197536698) | > loss_0: 2.260895252227783 (2.3167145108216562) | > grad_norm_0: tensor(33.8648, device='cuda:0') (tensor(13.6431, device='cuda:0')) | > loss_gen: 2.5676727294921875 (2.5273727362587954) | > loss_kl: 1.8649637699127197 (1.8638618920473444) | > loss_feat: 7.284224987030029 (7.28493299420248) | > loss_mel: 18.72349739074707 (18.28424352607471) | > loss_duration: 2.048349618911743 (2.0364341791844205) | > loss_1: 32.48870849609375 (31.996845283764316) | > grad_norm_1: tensor(378.3824, device='cuda:0') (tensor(154.8054, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3719 (0.3672282951790214) | > loader_time: 0.0049 (0.003867770201407823)  --> TIME: 2024-06-11 07:59:22 -- STEP: 174/330 -- GLOBAL_STEP: 215225 | > loss_disc: 2.389781951904297 (2.316998999694298) | > loss_disc_real_0: 0.06776279211044312 (0.11113378868020814) | > loss_disc_real_1: 0.16305987536907196 (0.19690771212523006) | > loss_disc_real_2: 0.22301188111305237 (0.21322782834370932) | > loss_disc_real_3: 0.2625194787979126 (0.22704819307245058) | > loss_disc_real_4: 0.2115371823310852 (0.22692648826659412) | > loss_disc_real_5: 0.2310754358768463 (0.2177307073069715) | > loss_0: 2.389781951904297 (2.316998999694298) | > grad_norm_0: tensor(11.4985, device='cuda:0') (tensor(15.5911, device='cuda:0')) | > loss_gen: 2.5430076122283936 (2.5348456056638713) | > loss_kl: 1.8276547193527222 (1.8719316583940353) | > loss_feat: 7.212458610534668 (7.3036900882063245) | > loss_mel: 17.33051300048828 (18.266180707120355) | > loss_duration: 2.1109306812286377 (2.040646033040408) | > loss_1: 31.024564743041992 (32.01729402870967) | > grad_norm_1: tensor(314.7306, device='cuda:0') (tensor(174.0345, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3858 (0.36996003951149425) | > loader_time: 0.0045 (0.00397316614786784)  --> TIME: 2024-06-11 07:59:32 -- STEP: 199/330 -- GLOBAL_STEP: 215250 | > loss_disc: 2.595348358154297 (2.3180606245395525) | > loss_disc_real_0: 0.22800889611244202 (0.11274150113139919) | > loss_disc_real_1: 0.22735057771205902 (0.19693817954566606) | > loss_disc_real_2: 0.2621898651123047 (0.21338837275552988) | > loss_disc_real_3: 0.2481880486011505 (0.2270875743136334) | > loss_disc_real_4: 0.3033704161643982 (0.2263948691250691) | > loss_disc_real_5: 0.21903647482395172 (0.21801079360384437) | > loss_0: 2.595348358154297 (2.3180606245395525) | > grad_norm_0: tensor(57.5154, device='cuda:0') (tensor(18.3616, device='cuda:0')) | > loss_gen: 2.425410747528076 (2.545073400190728) | > loss_kl: 2.0173089504241943 (1.8772864066176678) | > loss_feat: 6.462636947631836 (7.3166102500417125) | > loss_mel: 18.180917739868164 (18.246028890561828) | > loss_duration: 2.145582675933838 (2.0478124516693197) | > loss_1: 31.231857299804688 (32.032811323002946) | > grad_norm_1: tensor(265.6394, device='cuda:0') (tensor(197.0371, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.3822 (0.3728956301607678) | > loader_time: 0.0046 (0.004083343486690041)  --> TIME: 2024-06-11 07:59:43 -- STEP: 224/330 -- GLOBAL_STEP: 215275 | > loss_disc: 2.4198946952819824 (2.3178570664354727) | > loss_disc_real_0: 0.10262440145015717 (0.1122567781213937) | > loss_disc_real_1: 0.2348613440990448 (0.1972377044148743) | > loss_disc_real_2: 0.18447072803974152 (0.21271545333521708) | > loss_disc_real_3: 0.2354932278394699 (0.22666997715298617) | > loss_disc_real_4: 0.22212116420269012 (0.22564289346337318) | > loss_disc_real_5: 0.19602005183696747 (0.21827180570523655) | > loss_0: 2.4198946952819824 (2.3178570664354727) | > grad_norm_0: tensor(12.5916, device='cuda:0') (tensor(19.4592, device='cuda:0')) | > loss_gen: 2.3769359588623047 (2.5471224720988963) | > loss_kl: 1.8421142101287842 (1.8808321596256323) | > loss_feat: 7.253650188446045 (7.318346376929965) | > loss_mel: 18.15133285522461 (18.189655031476704) | > loss_duration: 2.1595826148986816 (2.0542901259447843) | > loss_1: 31.783615112304688 (31.990246091570164) | > grad_norm_1: tensor(401.9445, device='cuda:0') (tensor(210.3472, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.4053 (0.37702237388917376) | > loader_time: 0.006 (0.004201842205865042)  --> TIME: 2024-06-11 07:59:54 -- STEP: 249/330 -- GLOBAL_STEP: 215300 | > loss_disc: 2.4446802139282227 (2.323796458991177) | > loss_disc_real_0: 0.13478969037532806 (0.11259241221121037) | > loss_disc_real_1: 0.19152836501598358 (0.19745655914387067) | > loss_disc_real_2: 0.21584822237491608 (0.2130693443807732) | > loss_disc_real_3: 0.21268358826637268 (0.2278912173337247) | > loss_disc_real_4: 0.21282564103603363 (0.22671320573632497) | > loss_disc_real_5: 0.20922909677028656 (0.21910310773006883) | > loss_0: 2.4446802139282227 (2.323796458991177) | > grad_norm_0: tensor(19.0115, device='cuda:0') (tensor(20.3613, device='cuda:0')) | > loss_gen: 2.3226757049560547 (2.540623808481608) | > loss_kl: 1.8896132707595825 (1.88506574563712) | > loss_feat: 6.863918304443359 (7.300430171460991) | > loss_mel: 17.69637107849121 (18.163866341832172) | > loss_duration: 2.1242969036102295 (2.0619577935421796) | > loss_1: 30.896873474121094 (31.951943822653888) | > grad_norm_1: tensor(328.0598, device='cuda:0') (tensor(218.9666, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.4249 (0.3816599261808587) | > loader_time: 0.0057 (0.004363690035410196)  --> TIME: 2024-06-11 08:00:05 -- STEP: 274/330 -- GLOBAL_STEP: 215325 | > loss_disc: 2.4325320720672607 (2.326538666321413) | > loss_disc_real_0: 0.08212243020534515 (0.11340246117082393) | > loss_disc_real_1: 0.1804807037115097 (0.19786681871127032) | > loss_disc_real_2: 0.22319164872169495 (0.21346690320838108) | > loss_disc_real_3: 0.2781023681163788 (0.22785274766004868) | > loss_disc_real_4: 0.2721135914325714 (0.22678919653170304) | > loss_disc_real_5: 0.24842150509357452 (0.2188284605959036) | > loss_0: 2.4325320720672607 (2.326538666321413) | > grad_norm_0: tensor(31.2496, device='cuda:0') (tensor(22.1404, device='cuda:0')) | > loss_gen: 2.546719551086426 (2.5415091645108534) | > loss_kl: 1.9697961807250977 (1.8923771629368302) | > loss_feat: 7.248555660247803 (7.312949173641901) | > loss_mel: 17.81553077697754 (18.150305685335702) | > loss_duration: 2.1368327140808105 (2.0698424808300318) | > loss_1: 31.71743392944336 (31.966983635060103) | > grad_norm_1: tensor(478.3972, device='cuda:0') (tensor(237.3259, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.4522 (0.3865940109656675) | > loader_time: 0.0058 (0.004529075030862851)  --> TIME: 2024-06-11 08:00:16 -- STEP: 299/330 -- GLOBAL_STEP: 215350 | > loss_disc: 2.4344687461853027 (2.3285755441340314) | > loss_disc_real_0: 0.14750254154205322 (0.11385036920225343) | > loss_disc_real_1: 0.18956352770328522 (0.19819651145400805) | > loss_disc_real_2: 0.21540577709674835 (0.21336231916445156) | > loss_disc_real_3: 0.2264164388179779 (0.22775345587212106) | > loss_disc_real_4: 0.1993783563375473 (0.22660283684531193) | > loss_disc_real_5: 0.20094314217567444 (0.21857182636707523) | > loss_0: 2.4344687461853027 (2.3285755441340314) | > grad_norm_0: tensor(27.3840, device='cuda:0') (tensor(23.8159, device='cuda:0')) | > loss_gen: 2.5261306762695312 (2.5414184032873965) | > loss_kl: 1.8652175664901733 (1.8969991171240408) | > loss_feat: 7.047344207763672 (7.326626559165012) | > loss_mel: 17.56207275390625 (18.105262603249443) | > loss_duration: 2.243311882019043 (2.079436382322407) | > loss_1: 31.244075775146484 (31.949743047605782) | > grad_norm_1: tensor(458.0006, device='cuda:0') (tensor(253.8316, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.4735 (0.39253904428769115) | > loader_time: 0.0069 (0.004700429463466276)  --> TIME: 2024-06-11 08:00:30 -- STEP: 324/330 -- GLOBAL_STEP: 215375 | > loss_disc: 2.4962551593780518 (2.33278923638073) | > loss_disc_real_0: 0.1894814372062683 (0.11578131890223352) | > loss_disc_real_1: 0.22193554043769836 (0.19883436622259054) | > loss_disc_real_2: 0.20924265682697296 (0.2134765621136736) | > loss_disc_real_3: 0.1819772720336914 (0.22768947776452994) | > loss_disc_real_4: 0.23817266523838043 (0.2265283167362214) | > loss_disc_real_5: 0.18202121555805206 (0.21873310346294333) | > loss_0: 2.4962551593780518 (2.33278923638073) | > grad_norm_0: tensor(8.0190, device='cuda:0') (tensor(25.9435, device='cuda:0')) | > loss_gen: 2.464726448059082 (2.542739900541895) | > loss_kl: 2.0570714473724365 (1.904412684985149) | > loss_feat: 8.813101768493652 (7.3814329600628525) | > loss_mel: 16.844133377075195 (18.067773559947074) | > loss_duration: 2.2871408462524414 (2.0935480532086936) | > loss_1: 32.46617126464844 (31.98990714108502) | > grad_norm_1: tensor(219.0891, device='cuda:0') (tensor(265.7653, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.6034 (0.403578754560447) | > loader_time: 0.0093 (0.004977410222277231)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.818707227706909 (2.818707227706909) | > loss_disc_real_0: 0.10415919125080109 (0.10415919125080109) | > loss_disc_real_1: 0.24077434837818146 (0.24077434837818146) | > loss_disc_real_2: 0.3498147130012512 (0.3498147130012512) | > loss_disc_real_3: 0.23284050822257996 (0.23284050822257996) | > loss_disc_real_4: 0.2529468834400177 (0.2529468834400177) | > loss_disc_real_5: 0.25104108452796936 (0.25104108452796936) | > loss_0: 2.818707227706909 (2.818707227706909) | > loss_gen: 1.959094762802124 (1.959094762802124) | > loss_kl: 2.222036600112915 (2.222036600112915) | > loss_feat: 3.7346458435058594 (3.7346458435058594) | > loss_mel: 15.135579109191895 (15.135579109191895) | > loss_duration: 2.7860734462738037 (2.7860734462738037) | > loss_1: 25.837430953979492 (25.837430953979492)  --> STEP: 1 | > loss_disc: 2.3211755752563477 (2.3211755752563477) | > loss_disc_real_0: 0.07164215296506882 (0.07164215296506882) | > loss_disc_real_1: 0.15593966841697693 (0.15593966841697693) | > loss_disc_real_2: 0.2260887622833252 (0.2260887622833252) | > loss_disc_real_3: 0.2426273375749588 (0.2426273375749588) | > loss_disc_real_4: 0.22599980235099792 (0.22599980235099792) | > loss_disc_real_5: 0.1959521770477295 (0.1959521770477295) | > loss_0: 2.3211755752563477 (2.3211755752563477) | > loss_gen: 2.127399444580078 (2.127399444580078) | > loss_kl: 2.264976739883423 (2.264976739883423) | > loss_feat: 5.962006568908691 (5.962006568908691) | > loss_mel: 19.022554397583008 (19.022554397583008) | > loss_duration: 2.4121079444885254 (2.4121079444885254) | > loss_1: 31.789045333862305 (31.789045333862305)  --> STEP: 2 | > loss_disc: 2.4270143508911133 (2.3740949630737305) | > loss_disc_real_0: 0.04432012513279915 (0.05798113904893398) | > loss_disc_real_1: 0.23498372733592987 (0.1954616978764534) | > loss_disc_real_2: 0.25360801815986633 (0.23984839022159576) | > loss_disc_real_3: 0.19031544029712677 (0.21647138893604279) | > loss_disc_real_4: 0.246572807431221 (0.23628630489110947) | > loss_disc_real_5: 0.2659838795661926 (0.23096802830696106) | > loss_0: 2.4270143508911133 (2.3740949630737305) | > loss_gen: 2.1546130180358887 (2.1410062313079834) | > loss_kl: 2.757985830307007 (2.511481285095215) | > loss_feat: 5.965345859527588 (5.96367621421814) | > loss_mel: 18.16532325744629 (18.59393882751465) | > loss_duration: 2.472459316253662 (2.4422836303710938) | > loss_1: 31.515727996826172 (31.65238666534424)  --> STEP: 3 | > loss_disc: 2.2247486114501953 (2.3243128458658853) | > loss_disc_real_0: 0.10598720610141754 (0.07398316139976184) | > loss_disc_real_1: 0.2682783603668213 (0.21973391870657602) | > loss_disc_real_2: 0.20967978239059448 (0.229792187611262) | > loss_disc_real_3: 0.1972365379333496 (0.21005977193514505) | > loss_disc_real_4: 0.1905945986509323 (0.22105573614438376) | > loss_disc_real_5: 0.2565837502479553 (0.23950660228729248) | > loss_0: 2.2247486114501953 (2.3243128458658853) | > loss_gen: 2.6324806213378906 (2.304831027984619) | > loss_kl: 3.5030171871185303 (2.84199325243632) | > loss_feat: 6.983179092407227 (6.303510506947835) | > loss_mel: 18.23958969116211 (18.47582244873047) | > loss_duration: 2.2939302921295166 (2.3928325176239014) | > loss_1: 33.652198791503906 (32.31899070739746)  --> STEP: 4 | > loss_disc: 2.164210081100464 (2.28428715467453) | > loss_disc_real_0: 0.06962977349758148 (0.07289481442421675) | > loss_disc_real_1: 0.11866272985935211 (0.19446612149477005) | > loss_disc_real_2: 0.17217719554901123 (0.2153884395956993) | > loss_disc_real_3: 0.18433211743831635 (0.20362785831093788) | > loss_disc_real_4: 0.18129144608974457 (0.21111466363072395) | > loss_disc_real_5: 0.21188727021217346 (0.23260176926851273) | > loss_0: 2.164210081100464 (2.28428715467453) | > loss_gen: 2.2883195877075195 (2.3007031679153442) | > loss_kl: 2.90932559967041 (2.8588263392448425) | > loss_feat: 8.558481216430664 (6.8672531843185425) | > loss_mel: 19.399723052978516 (18.70679759979248) | > loss_duration: 2.28849720954895 (2.3667486906051636) | > loss_1: 35.4443473815918 (33.100329875946045)  --> STEP: 5 | > loss_disc: 2.427565097808838 (2.3129427433013916) | > loss_disc_real_0: 0.06664168834686279 (0.07164418920874596) | > loss_disc_real_1: 0.19181625545024872 (0.19393614828586578) | > loss_disc_real_2: 0.29091957211494446 (0.23049466609954833) | > loss_disc_real_3: 0.2552182674407959 (0.21394594013690948) | > loss_disc_real_4: 0.33265694975852966 (0.23542312085628508) | > loss_disc_real_5: 0.23700273036956787 (0.23348196148872374) | > loss_0: 2.427565097808838 (2.3129427433013916) | > loss_gen: 2.3409464359283447 (2.3087518215179443) | > loss_kl: 2.766751289367676 (2.840411329269409) | > loss_feat: 5.741273880004883 (6.642057323455811) | > loss_mel: 18.674457550048828 (18.70032958984375) | > loss_duration: 2.363863468170166 (2.366171646118164) | > loss_1: 31.887292861938477 (32.857722473144534)  --> STEP: 6 | > loss_disc: 2.2933828830718994 (2.309682766596476) | > loss_disc_real_0: 0.07989351451396942 (0.07301907675961654) | > loss_disc_real_1: 0.19748367369174957 (0.19452740252017975) | > loss_disc_real_2: 0.26876652240753174 (0.23687330881754556) | > loss_disc_real_3: 0.2189682275056839 (0.21478298803170523) | > loss_disc_real_4: 0.22161437571048737 (0.23312166333198547) | > loss_disc_real_5: 0.2192242592573166 (0.23110567778348923) | > loss_0: 2.2933828830718994 (2.309682766596476) | > loss_gen: 2.546424388885498 (2.348363916079203) | > loss_kl: 2.224137544631958 (2.737699031829834) | > loss_feat: 8.106502532958984 (6.886131525039673) | > loss_mel: 19.600040435791016 (18.85028139750163) | > loss_duration: 2.1642794609069824 (2.3325229485829673) | > loss_1: 34.64138412475586 (33.15499941507975)  --> STEP: 7 | > loss_disc: 2.3708395957946777 (2.3184194564819336) | > loss_disc_real_0: 0.12797260284423828 (0.08086958048599106) | > loss_disc_real_1: 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loss_disc_real_4: 0.17535607516765594 (0.22893942333757877) | > loss_disc_real_5: 0.2220597267150879 (0.23168090730905533) | > loss_0: 2.3265764713287354 (2.319439083337784) | > loss_gen: 2.1717758178710938 (2.3298230171203613) | > loss_kl: 2.7993268966674805 (2.9158682823181152) | > loss_feat: 12.627429008483887 (7.3759565353393555) | > loss_mel: 21.28314971923828 (19.13535976409912) | > loss_duration: 2.2399182319641113 (2.350997716188431) | > loss_1: 41.12160110473633 (34.1080060005188)  --> STEP: 9 | > loss_disc: 2.197934627532959 (2.3059385882483587) | > loss_disc_real_0: 0.19652467966079712 (0.0921250329249435) | > loss_disc_real_1: 0.2051626294851303 (0.19738599161307016) | > loss_disc_real_2: 0.19811207056045532 (0.2327831354406145) | > loss_disc_real_3: 0.19120371341705322 (0.21594844924079049) | > loss_disc_real_4: 0.17533864080905914 (0.22298378083440992) | > loss_disc_real_5: 0.23882421851158142 (0.23247460855378044) | > loss_0: 2.197934627532959 (2.3059385882483587) | > loss_gen: 2.615971803665161 (2.36161732673645) | > loss_kl: 2.544966459274292 (2.8746569686465793) | > loss_feat: 10.883956909179688 (7.765734354654948) | > loss_mel: 19.782255172729492 (19.207237031724716) | > loss_duration: 2.1558640003204346 (2.329316192203098) | > loss_1: 37.98301315307617 (34.53856235080295)  --> STEP: 10 | > loss_disc: 2.359694242477417 (2.3113141536712645) | > loss_disc_real_0: 0.08375371992588043 (0.0912879016250372) | > loss_disc_real_1: 0.2396630346775055 (0.2016136959195137) | > loss_disc_real_2: 0.21170692145824432 (0.23067551404237746) | > loss_disc_real_3: 0.2173740267753601 (0.21609100699424744) | > loss_disc_real_4: 0.22563114762306213 (0.22324851751327515) | > loss_disc_real_5: 0.20807567238807678 (0.2300347149372101) | > loss_0: 2.359694242477417 (2.3113141536712645) | > loss_gen: 2.3604257106781006 (2.361498165130615) | > loss_kl: 2.54718017578125 (2.8419092893600464) | > loss_feat: 6.281059741973877 (7.617266893386841) | > loss_mel: 18.359323501586914 (19.12244567871094) | > loss_duration: 2.358085870742798 (2.332193160057068) | > loss_1: 31.90607452392578 (34.27531356811524)  --> STEP: 11 | > loss_disc: 2.252084493637085 (2.3059296391227027) | > loss_disc_real_0: 0.134707510471344 (0.09523513879288327) | > loss_disc_real_1: 0.18119476735591888 (0.19975742968645963) | > loss_disc_real_2: 0.26543983817100525 (0.23383590714498) | > loss_disc_real_3: 0.20919127762317657 (0.21546375886960464) | > loss_disc_real_4: 0.19319041073322296 (0.2205159623514522) | > loss_disc_real_5: 0.26629838347435 (0.23333141207695007) | > loss_0: 2.252084493637085 (2.3059296391227027) | > loss_gen: 2.5621981620788574 (2.379743619398637) | > loss_kl: 2.8512768745422363 (2.8427608880129727) | > loss_feat: 7.879149913787842 (7.6410744406960225) | > loss_mel: 17.058242797851562 (18.934790871360086) | > loss_duration: 2.4903948307037354 (2.346575130115856) | > loss_1: 32.84126281738281 (34.14494531804865)  --> STEP: 12 | > loss_disc: 2.335099220275879 (2.308360437552134) | > loss_disc_real_0: 0.1274358332157135 (0.09791852999478579) | > loss_disc_real_1: 0.2578789293766022 (0.2046008879939715) | > loss_disc_real_2: 0.3139708638191223 (0.24051382020115852) | > loss_disc_real_3: 0.2071065455675125 (0.2147673244277636) | > loss_disc_real_4: 0.18048928678035736 (0.217180406053861) | > loss_disc_real_5: 0.186344712972641 (0.22941585381825766) | > loss_0: 2.335099220275879 (2.308360437552134) | > loss_gen: 2.5104260444641113 (2.3906338214874268) | > loss_kl: 2.092546224594116 (2.780242999394735) | > loss_feat: 6.298252105712891 (7.529172579447429) | > loss_mel: 18.028621673583984 (18.85927677154541) | > loss_duration: 2.2485921382904053 (2.338409880797068) | > loss_1: 31.178438186645508 (33.897736390431724)  --> STEP: 13 | > loss_disc: 2.3191897869110107 (2.309193464425894) | > loss_disc_real_0: 0.08377208560705185 (0.0968303419649601) | > loss_disc_real_1: 0.22313791513442993 (0.20602681315862215) | > loss_disc_real_2: 0.287028044462204 (0.2440918374520082) | > loss_disc_real_3: 0.25520938634872437 (0.21787825226783752) | > loss_disc_real_4: 0.14119894802570343 (0.21133567851323348) | > loss_disc_real_5: 0.24656298756599426 (0.2307348641065451) | > loss_0: 2.3191897869110107 (2.309193464425894) | > loss_gen: 2.4227442741394043 (2.3931038563068094) | > loss_kl: 2.353684186935425 (2.747430783051711) | > loss_feat: 7.814630031585693 (7.551130844996526) | > loss_mel: 17.821191787719727 (18.779424080481895) | > loss_duration: 2.1785926818847656 (2.3261162501115065) | > loss_1: 32.590843200683594 (33.79720614506648)  --> STEP: 14 | > loss_disc: 2.6986217498779297 (2.337009770529611) | > loss_disc_real_0: 0.16152779757976532 (0.10145158879458904) | > loss_disc_real_1: 0.26900768280029297 (0.21052544670445578) | > loss_disc_real_2: 0.2714996933937073 (0.24604954144784383) | > loss_disc_real_3: 0.3108912706375122 (0.22452203929424286) | > loss_disc_real_4: 0.22963903844356537 (0.21264306136540004) | > loss_disc_real_5: 0.2994484305381775 (0.23564297599451883) | > loss_0: 2.6986217498779297 (2.337009770529611) | > loss_gen: 2.265542507171631 (2.3839923313685825) | > loss_kl: 3.2800161838531494 (2.7854725973946706) | > loss_feat: 6.2726945877075195 (7.459813969475882) | > loss_mel: 19.555042266845703 (18.834825379507883) | > loss_duration: 2.357656955718994 (2.3283691576548984) | > loss_1: 33.730953216552734 (33.792473793029785)  --> STEP: 15 | > loss_disc: 2.2338144779205322 (2.3301300843556723) | > loss_disc_real_0: 0.08336657285690308 (0.10024592106540998) | > loss_disc_real_1: 0.18474029004573822 (0.20880643626054127) | > loss_disc_real_2: 0.2280861735343933 (0.24485198358694713) | > loss_disc_real_3: 0.2306293398141861 (0.22492919266223907) | > loss_disc_real_4: 0.17145729064941406 (0.20989734331766766) | > loss_disc_real_5: 0.2753613293170929 (0.23829086621602377) | > loss_0: 2.2338144779205322 (2.3301300843556723) | > loss_gen: 2.4208950996398926 (2.3864525159200034) | > loss_kl: 3.848245143890381 (2.8563241004943847) | > loss_feat: 9.889135360717773 (7.621768728892008) | > loss_mel: 19.215341567993164 (18.8601931254069) | > loss_duration: 2.3097586631774902 (2.327128458023071) | > loss_1: 37.683372497558594 (34.05186703999837)  --> STEP: 16 | > loss_disc: 2.4358599185943604 (2.33673819899559) | > loss_disc_real_0: 0.06191781535744667 (0.09785041445866227) | > loss_disc_real_1: 0.1480468362569809 (0.20500896126031876) | > loss_disc_real_2: 0.2698266804218292 (0.24641290213912725) | > loss_disc_real_3: 0.2210513949394226 (0.22468683030456305) | > loss_disc_real_4: 0.19261221587657928 (0.20881702285259962) | > loss_disc_real_5: 0.15739186108112335 (0.2332346783950925) | > loss_0: 2.4358599185943604 (2.33673819899559) | > loss_gen: 2.1510183811187744 (2.3717378824949265) | > loss_kl: 2.2056939601898193 (2.8156597167253494) | > loss_feat: 6.684388637542725 (7.563182473182678) | > loss_mel: 17.776363372802734 (18.79245376586914) | > loss_duration: 2.3637542724609375 (2.329417571425438) | > loss_1: 31.18121910095215 (33.87245154380798)  --> STEP: 17 | > loss_disc: 2.267915725708008 (2.332689818213968) | > loss_disc_real_0: 0.08509116619825363 (0.09709987044334412) | > loss_disc_real_1: 0.18867290019989014 (0.20404801649205825) | > loss_disc_real_2: 0.2660400867462158 (0.24756744241013245) | > loss_disc_real_3: 0.23837099969387054 (0.22549178144511053) | > loss_disc_real_4: 0.26597335934638977 (0.2121791602934108) | > loss_disc_real_5: 0.2647817134857178 (0.23509038634159984) | > loss_0: 2.267915725708008 (2.332689818213968) | > loss_gen: 2.4898810386657715 (2.378687479916741) | > loss_kl: 2.666959285736084 (2.80691263254951) | > loss_feat: 7.228176116943359 (7.543476216933307) | > loss_mel: 17.75408935546875 (18.731373506433822) | > loss_duration: 2.412404775619507 (2.3342991716721477) | > loss_1: 32.551509857177734 (33.794749091653266)  --> STEP: 18 | > loss_disc: 2.326294422149658 (2.332334518432617) | > loss_disc_real_0: 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(0.2345520943403244) | > loss_0: 2.2938461303710938 (2.3524108052253725) | > loss_gen: 2.3113317489624023 (2.3415479242801664) | > loss_kl: 2.1565346717834473 (2.7302324414253234) | > loss_feat: 6.401391983032227 (7.363191938400268) | > loss_mel: 17.272531509399414 (18.390051221847532) | > loss_duration: 2.3232662677764893 (2.330385148525238) | > loss_1: 30.465055465698242 (33.155408668518064)  --> STEP: 21 | > loss_disc: 2.478238344192505 (2.358402592795236) | > loss_disc_real_0: 0.09455268830060959 (0.10203487213168826) | > loss_disc_real_1: 0.232448548078537 (0.2012032469113668) | > loss_disc_real_2: 0.2257274091243744 (0.2449895739555359) | > loss_disc_real_3: 0.2125791311264038 (0.22375953978016264) | > loss_disc_real_4: 0.24488113820552826 (0.2124013751745224) | > loss_disc_real_5: 0.2690942585468292 (0.23619695930253892) | > loss_0: 2.478238344192505 (2.358402592795236) | > loss_gen: 2.410236358642578 (2.344818802106948) | > loss_kl: 1.669360637664795 (2.679714736484346) | > loss_feat: 7.101383209228516 (7.350724856058757) | > loss_mel: 15.600836753845215 (18.25723148527599) | > loss_duration: 2.143281936645508 (2.32147547176906) | > loss_1: 28.925100326538086 (32.95396541413807)  --> STEP: 22 | > loss_disc: 2.6840085983276367 (2.3732028657739814) | > loss_disc_real_0: 0.1285875141620636 (0.10324181040579622) | > loss_disc_real_1: 0.17407120764255524 (0.19996997239914807) | > loss_disc_real_2: 0.2503834366798401 (0.24523474953391336) | > loss_disc_real_3: 0.20588627457618713 (0.22294711863452737) | > loss_disc_real_4: 0.19717027246952057 (0.21170905232429504) | > loss_disc_real_5: 0.26297727227211 (0.23741424625570123) | > loss_0: 2.6840085983276367 (2.3732028657739814) | > loss_gen: 2.1194827556610107 (2.334576254541224) | > loss_kl: 2.280979871749878 (2.661590424450961) | > loss_feat: 7.397934913635254 (7.352870767766779) | > loss_mel: 19.065832138061523 (18.293986060402606) | > loss_duration: 2.2060770988464355 (2.316230091181668) | > loss_1: 33.07030487060547 (32.95925357125022)  --> STEP: 23 | > loss_disc: 2.3571197986602783 (2.372503601986429) | > loss_disc_real_0: 0.14095883071422577 (0.10488168085398882) | > loss_disc_real_1: 0.17746348679065704 (0.19899142954660498) | > loss_disc_real_2: 0.23019738495349884 (0.24458095107389533) | > loss_disc_real_3: 0.23616264760494232 (0.22352170685063238) | > loss_disc_real_4: 0.2470848113298416 (0.21324712880279706) | > loss_disc_real_5: 0.27405232191085815 (0.239007206066795) | > loss_0: 2.3571197986602783 (2.372503601986429) | > loss_gen: 2.3118104934692383 (2.333586438842442) | > loss_kl: 2.490302324295044 (2.65414311574853) | > loss_feat: 6.3143086433410645 (7.307715892791748) | > loss_mel: 18.18206787109375 (18.289120052171786) | > loss_duration: 2.3005757331848145 (2.315549466920935) | > loss_1: 31.599063873291016 (32.90011488873026)  --> STEP: 24 | > loss_disc: 2.3020191192626953 (2.369566748539607) | > loss_disc_real_0: 0.10002779960632324 (0.10467943580200274) | > loss_disc_real_1: 0.11796964704990387 (0.19561552194257578) | > loss_disc_real_2: 0.29169344902038574 (0.24654397182166576) | > loss_disc_real_3: 0.24077187478542328 (0.22424046384791532) | > loss_disc_real_4: 0.19088608026504517 (0.2123154184470574) | > loss_disc_real_5: 0.25830191373825073 (0.23981115221977234) | > loss_0: 2.3020191192626953 (2.369566748539607) | > loss_gen: 2.2864530086517334 (2.331622545917829) | > loss_kl: 2.523059368133545 (2.6486812929312387) | > loss_feat: 6.499700546264648 (7.274048586686452) | > loss_mel: 19.028234481811523 (18.31991648674011) | > loss_duration: 2.422300338745117 (2.319997419913609) | > loss_1: 32.75975036621094 (32.89426636695862)  --> STEP: 25 | > loss_disc: 2.4881882667541504 (2.374311609268189) | > loss_disc_real_0: 0.12034036964178085 (0.10530587315559387) | > loss_disc_real_1: 0.20827659964561462 (0.19612196505069732) | > loss_disc_real_2: 0.23149260878562927 (0.2459419173002243) | > loss_disc_real_3: 0.23971518874168396 (0.22485945284366607) | > loss_disc_real_4: 0.17438364028930664 (0.21079814732074736) | > loss_disc_real_5: 0.2314990609884262 (0.2394786685705185) | > loss_0: 2.4881882667541504 (2.374311609268189) | > loss_gen: 2.074153423309326 (2.3213237810134886) | > loss_kl: 2.8612568378448486 (2.6571843147277834) | > loss_feat: 7.24888277053833 (7.273041954040528) | > loss_mel: 15.86136531829834 (18.22157444000244) | > loss_duration: 2.3581533432006836 (2.321523656845092) | > loss_1: 30.403812408447266 (32.79464820861816)  --> STEP: 26 | > loss_disc: 2.8049468994140625 (2.3908745050430302) | > loss_disc_real_0: 0.22701606154441833 (0.10998703424747173) | > loss_disc_real_1: 0.13642585277557373 (0.19382596073242334) | > loss_disc_real_2: 0.17381325364112854 (0.24316773792872062) | > loss_disc_real_3: 0.19153675436973572 (0.22357781059466875) | > loss_disc_real_4: 0.2849286198616028 (0.21364931934154952) | > loss_disc_real_5: 0.22766099870204926 (0.2390241428063466) | > loss_0: 2.8049468994140625 (2.3908745050430302) | > loss_gen: 1.75693941116333 (2.2996166898654056) | > loss_kl: 2.6561052799224854 (2.6571428133891177) | > loss_feat: 5.420492172241211 (7.201790039355938) | > loss_mel: 9.818517684936523 (17.89837994942298) | > loss_duration: 2.2909164428710938 (2.3203464563076306) | > loss_1: 21.942970275878906 (32.37727598043588) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024782786002525915 (-2.952722402719361e-05) | > avg_loss_disc: 2.3908745050430302 (-0.0535699771000786) | > avg_loss_disc_real_0: 0.10998703424747173 (-0.02326396996012102) | > avg_loss_disc_real_1: 0.19382596073242334 (-0.01738161565019536) | > avg_loss_disc_real_2: 0.24316773792872062 (+0.014110144514303952) | > avg_loss_disc_real_3: 0.22357781059466875 (-0.04592298888243157) | > avg_loss_disc_real_4: 0.21364931934154952 (-0.011345039193446815) | > avg_loss_disc_real_5: 0.2390241428063466 (+0.007147102974928349) | > avg_loss_0: 2.3908745050430302 (-0.0535699771000786) | > avg_loss_gen: 2.2996166898654056 (-0.03964287959612367) | > avg_loss_kl: 2.6571428133891177 (+0.05610343584647515) | > avg_loss_feat: 7.201790039355938 (+0.1261068490835333) | > avg_loss_mel: 17.89837994942298 (-0.2896406467144317) | > avg_loss_duration: 2.3203464563076306 (+0.01889430559598404) | > avg_loss_1: 32.37727598043588 (-0.12817888993483706)  > EPOCH: 386/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:00:52)   --> TIME: 2024-06-11 08:01:00 -- STEP: 19/330 -- GLOBAL_STEP: 215400 | > loss_disc: 2.359581470489502 (2.311443855887966) | > loss_disc_real_0: 0.10545234382152557 (0.10905837698986656) | > loss_disc_real_1: 0.20084938406944275 (0.19812772070106707) | > loss_disc_real_2: 0.17118869721889496 (0.20873725963266274) | > loss_disc_real_3: 0.21329952776432037 (0.22398033659709127) | > loss_disc_real_4: 0.22579705715179443 (0.22490519520483518) | > loss_disc_real_5: 0.21870483458042145 (0.21688912338332125) | > loss_0: 2.359581470489502 (2.311443855887966) | > grad_norm_0: tensor(7.2278, device='cuda:0') (tensor(10.5539, device='cuda:0')) | > loss_gen: 2.360915422439575 (2.535166803159212) | > loss_kl: 1.6947879791259766 (1.8865340759879665) | > loss_feat: 7.260649681091309 (7.158070187819631) | > loss_mel: 18.26594352722168 (18.628639120804635) | > loss_duration: 2.0288281440734863 (2.112635951293142) | > loss_1: 31.611125946044922 (32.321046327289785) | > grad_norm_1: tensor(89.1470, device='cuda:0') (tensor(105.3568, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.3499 (0.35022687911987305) | > loader_time: 0.0031 (0.0031099570424933183)  --> TIME: 2024-06-11 08:01:09 -- STEP: 44/330 -- GLOBAL_STEP: 215425 | > loss_disc: 2.270224094390869 (2.333864380012859) | > loss_disc_real_0: 0.11126966029405594 (0.11166362295096571) | > loss_disc_real_1: 0.191659078001976 (0.19790807603435082) | > loss_disc_real_2: 0.1679874211549759 (0.21299398080869156) | > loss_disc_real_3: 0.19764001667499542 (0.22633303160017187) | > loss_disc_real_4: 0.1747046709060669 (0.2238057628273964) | > loss_disc_real_5: 0.17586246132850647 (0.21374880387024445) | > loss_0: 2.270224094390869 (2.333864380012859) | > grad_norm_0: tensor(16.9456, device='cuda:0') (tensor(10.2741, device='cuda:0')) | > loss_gen: 2.421576499938965 (2.5161200707609) | > loss_kl: 1.8459079265594482 (1.8868122669783505) | > loss_feat: 7.595542907714844 (7.200502168048512) | > loss_mel: 18.219568252563477 (18.470485687255856) | > loss_duration: 1.9494941234588623 (2.054522701285101) | > loss_1: 32.03208923339844 (32.12844306772406) | > grad_norm_1: tensor(199.1451, device='cuda:0') (tensor(108.7878, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.3607 (0.35130840539932257) | > loader_time: 0.0032 (0.0031990625641562724)  --> TIME: 2024-06-11 08:01:18 -- STEP: 69/330 -- GLOBAL_STEP: 215450 | > loss_disc: 2.3157076835632324 (2.338938001273335) | > loss_disc_real_0: 0.11380862444639206 (0.11294360026933145) | > loss_disc_real_1: 0.22694702446460724 (0.19861123203367426) | > loss_disc_real_2: 0.2194901704788208 (0.21232704278351605) | > loss_disc_real_3: 0.23748856782913208 (0.2270144008208012) | > loss_disc_real_4: 0.21690431237220764 (0.22633469709451648) | > loss_disc_real_5: 0.23503178358078003 (0.21805189765881802) | > loss_0: 2.3157076835632324 (2.338938001273335) | > grad_norm_0: tensor(5.7561, device='cuda:0') (tensor(10.6065, device='cuda:0')) | > loss_gen: 2.647459030151367 (2.5082933937293896) | > loss_kl: 1.9740409851074219 (1.875817276429439) | > loss_feat: 6.874398231506348 (7.119678518046504) | > loss_mel: 17.830522537231445 (18.3959338699562) | > loss_duration: 1.9825105667114258 (2.03692214730857) | > loss_1: 31.30893325805664 (31.936645397241566) | > grad_norm_1: tensor(146.5347, device='cuda:0') (tensor(114.9680, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.3717 (0.3544776681540669) | > loader_time: 0.0035 (0.0033423209535902824)  --> TIME: 2024-06-11 08:01:27 -- STEP: 94/330 -- GLOBAL_STEP: 215475 | > loss_disc: 2.339167356491089 (2.3444154135724338) | > loss_disc_real_0: 0.12501190602779388 (0.11371075758274565) | > loss_disc_real_1: 0.2059188187122345 (0.1993833415685816) | > loss_disc_real_2: 0.20968537032604218 (0.212431567621992) | > loss_disc_real_3: 0.2384384572505951 (0.22872083681695005) | > loss_disc_real_4: 0.24271005392074585 (0.2275892437455502) | > loss_disc_real_5: 0.23164422810077667 (0.2190632127383922) | > loss_0: 2.339167356491089 (2.3444154135724338) | > grad_norm_0: tensor(10.8602, device='cuda:0') (tensor(11.3241, device='cuda:0')) | > loss_gen: 2.519054889678955 (2.5057935055266043) | > loss_kl: 1.8092409372329712 (1.8908639588254563) | > loss_feat: 6.798285484313965 (7.119933316048155) | > loss_mel: 17.840316772460938 (18.3352501037273) | > loss_duration: 2.031812906265259 (2.0311730757672737) | > loss_1: 30.99871063232422 (31.88301413109962) | > grad_norm_1: tensor(214.4202, device='cuda:0') (tensor(123.7535, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.387 (0.3566539160748747) | > loader_time: 0.0045 (0.003481814201841963)  --> TIME: 2024-06-11 08:01:37 -- STEP: 119/330 -- GLOBAL_STEP: 215500 | > loss_disc: 2.40254545211792 (2.339262595697612) | > loss_disc_real_0: 0.12478604167699814 (0.11371014091898413) | > loss_disc_real_1: 0.19343319535255432 (0.1978443641872967) | > loss_disc_real_2: 0.22495141625404358 (0.21267782139177083) | > loss_disc_real_3: 0.224604994058609 (0.2283992563225642) | > loss_disc_real_4: 0.2435181736946106 (0.22720840635920772) | > loss_disc_real_5: 0.25646913051605225 (0.21972206147278056) | > loss_0: 2.40254545211792 (2.339262595697612) | > grad_norm_0: tensor(17.9431, device='cuda:0') (tensor(11.8169, device='cuda:0')) | > loss_gen: 2.4921956062316895 (2.5088296377358317) | > loss_kl: 1.8104149103164673 (1.8984055469016068) | > loss_feat: 7.112491607666016 (7.159392893815241) | > loss_mel: 18.11655044555664 (18.329462355926253) | > loss_duration: 2.017183780670166 (2.0309005715266) | > loss_1: 31.54883575439453 (31.926991053989955) | > grad_norm_1: tensor(192.3957, device='cuda:0') (tensor(134.2061, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.382 (0.36188867913574746) | > loader_time: 0.0046 (0.0036005172408929394) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_215500.pth  --> TIME: 2024-06-11 08:01:52 -- STEP: 144/330 -- GLOBAL_STEP: 215525 | > loss_disc: 2.4251694679260254 (2.34069879187478) | > loss_disc_real_0: 0.12322521209716797 (0.11385866823709673) | > loss_disc_real_1: 0.19295497238636017 (0.19829838495287633) | > loss_disc_real_2: 0.2035629153251648 (0.21290197388993365) | > loss_disc_real_3: 0.255105197429657 (0.22844484179384178) | > loss_disc_real_4: 0.23625479638576508 (0.22744716621107525) | > loss_disc_real_5: 0.23847298324108124 (0.21983312887863982) | > loss_0: 2.4251694679260254 (2.34069879187478) | > grad_norm_0: tensor(30.2655, device='cuda:0') (tensor(13.0675, device='cuda:0')) | > loss_gen: 2.335123062133789 (2.507961702015665) | > loss_kl: 1.9019293785095215 (1.903426305287414) | > loss_feat: 7.377293109893799 (7.168315559625626) | > loss_mel: 17.934776306152344 (18.302868670887413) | > loss_duration: 2.025959014892578 (2.034578146206008) | > loss_1: 31.57508087158203 (31.917150457700092) | > grad_norm_1: tensor(341.7460, device='cuda:0') (tensor(150.0860, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.3758 (0.3652860671281815) | > loader_time: 0.0041 (0.0037163661585913766)  --> TIME: 2024-06-11 08:02:01 -- STEP: 169/330 -- GLOBAL_STEP: 215550 | > loss_disc: 2.338998794555664 (2.3470536124776804) | > loss_disc_real_0: 0.057935211807489395 (0.11530206888120555) | > loss_disc_real_1: 0.26299843192100525 (0.199286674518557) | > loss_disc_real_2: 0.23394452035427094 (0.2127530665616312) | > loss_disc_real_3: 0.2289169728755951 (0.2286177803073409) | > loss_disc_real_4: 0.2126203030347824 (0.22747970676633733) | > loss_disc_real_5: 0.22719459235668182 (0.22030706024734226) | > loss_0: 2.338998794555664 (2.3470536124776804) | > grad_norm_0: tensor(27.4112, device='cuda:0') (tensor(15.9882, device='cuda:0')) | > loss_gen: 2.4584081172943115 (2.504441309257372) | > loss_kl: 2.0799083709716797 (1.9084613125705154) | > loss_feat: 7.358087539672852 (7.171227514391115) | > loss_mel: 18.19579315185547 (18.280528322479423) | > loss_duration: 2.0757384300231934 (2.0392574403412937) | > loss_1: 32.16793441772461 (31.903916037294287) | > grad_norm_1: tensor(362.5597, device='cuda:0') (tensor(174.4789, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.3757 (0.36751361711490793) | > loader_time: 0.0043 (0.003801406487910705)  --> TIME: 2024-06-11 08:02:11 -- STEP: 194/330 -- GLOBAL_STEP: 215575 | > loss_disc: 2.3611533641815186 (2.350298070416007) | > loss_disc_real_0: 0.1467139571905136 (0.11669043668536182) | > loss_disc_real_1: 0.17867007851600647 (0.1988257170491612) | > loss_disc_real_2: 0.2895030677318573 (0.21322485697023646) | > loss_disc_real_3: 0.23186863958835602 (0.22893433910362498) | > loss_disc_real_4: 0.26145994663238525 (0.228083324417011) | > loss_disc_real_5: 0.23158693313598633 (0.22078030986576966) | > loss_0: 2.3611533641815186 (2.350298070416007) | > grad_norm_0: tensor(45.2457, device='cuda:0') (tensor(18.2660, device='cuda:0')) | > loss_gen: 2.5574679374694824 (2.505416349037407) | > loss_kl: 1.9471681118011475 (1.9106736373655575) | > loss_feat: 7.196557521820068 (7.166444935749486) | > loss_mel: 18.439985275268555 (18.2521332121387) | > loss_duration: 2.0663905143737793 (2.045888469391262) | > loss_1: 32.20756912231445 (31.880556706300716) | > grad_norm_1: tensor(229.1280, device='cuda:0') (tensor(191.4454, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.3804 (0.3700852885688704) | > loader_time: 0.0046 (0.0038862535633991673)  --> TIME: 2024-06-11 08:02:21 -- STEP: 219/330 -- GLOBAL_STEP: 215600 | > loss_disc: 2.183617353439331 (2.3484330852282103) | > loss_disc_real_0: 0.18213039636611938 (0.1168774172969877) | > loss_disc_real_1: 0.15074823796749115 (0.19869418612353879) | > loss_disc_real_2: 0.17828941345214844 (0.21284363422219613) | > loss_disc_real_3: 0.2215600460767746 (0.2287201680685287) | > loss_disc_real_4: 0.18124331533908844 (0.22708538535250922) | > loss_disc_real_5: 0.18923723697662354 (0.22050561963423201) | > loss_0: 2.183617353439331 (2.3484330852282103) | > grad_norm_0: tensor(50.7698, device='cuda:0') (tensor(20.7612, device='cuda:0')) | > loss_gen: 2.7882585525512695 (2.5088909075140418) | > loss_kl: 1.9074773788452148 (1.9131894073529876) | > loss_feat: 8.683046340942383 (7.2014179207962945) | > loss_mel: 18.85697364807129 (18.227298684316146) | > loss_duration: 2.105114459991455 (2.0524993171430608) | > loss_1: 34.34086990356445 (31.903296353065805) | > grad_norm_1: tensor(524.6312, device='cuda:0') (tensor(211.0585, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.4054 (0.3730354243761873) | > loader_time: 0.005 (0.004023610729060758)  --> TIME: 2024-06-11 08:02:32 -- STEP: 244/330 -- GLOBAL_STEP: 215625 | > loss_disc: 2.342017889022827 (2.350884879221682) | > loss_disc_real_0: 0.11190563440322876 (0.11743557285212103) | > loss_disc_real_1: 0.210879385471344 (0.19973939095364243) | > loss_disc_real_2: 0.1769331395626068 (0.21233898645541707) | > loss_disc_real_3: 0.25586411356925964 (0.2288529037452135) | > loss_disc_real_4: 0.29192882776260376 (0.22852575400325117) | > loss_disc_real_5: 0.2769809365272522 (0.22113479484544427) | > loss_0: 2.342017889022827 (2.350884879221682) | > grad_norm_0: tensor(55.5290, device='cuda:0') (tensor(22.1149, device='cuda:0')) | > loss_gen: 2.552656650543213 (2.506670513113992) | > loss_kl: 1.9459705352783203 (1.9106388106697896) | > loss_feat: 6.595218658447266 (7.175773405637897) | > loss_mel: 16.406660079956055 (18.17173735821834) | > loss_duration: 2.0817792415618896 (2.060515485826086) | > loss_1: 29.582284927368164 (31.825335658964562) | > grad_norm_1: tensor(471.8663, device='cuda:0') (tensor(224.9469, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.4232 (0.3771341775284439) | > loader_time: 0.0053 (0.004153939544177442)  --> TIME: 2024-06-11 08:02:43 -- STEP: 269/330 -- GLOBAL_STEP: 215650 | > loss_disc: 2.276005983352661 (2.350187212117986) | > loss_disc_real_0: 0.11987657099962234 (0.1171056223292333) | > loss_disc_real_1: 0.18275941908359528 (0.19936659682860608) | > loss_disc_real_2: 0.23297007381916046 (0.21261407290914244) | > loss_disc_real_3: 0.21954691410064697 (0.2285338138337472) | > loss_disc_real_4: 0.19771206378936768 (0.22862505203729225) | > loss_disc_real_5: 0.20005148649215698 (0.221019934045781) | > loss_0: 2.276005983352661 (2.350187212117986) | > grad_norm_0: tensor(48.6228, device='cuda:0') (tensor(22.9404, device='cuda:0')) | > loss_gen: 2.5934572219848633 (2.506981802695747) | > loss_kl: 1.9003080129623413 (1.912787644393382) | > loss_feat: 7.1111321449279785 (7.194931732234458) | > loss_mel: 18.006391525268555 (18.14343328369595) | > loss_duration: 2.165144443511963 (2.068128483002958) | > loss_1: 31.77643394470215 (31.826262988122423) | > grad_norm_1: tensor(471.0114, device='cuda:0') (tensor(239.9554, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.4393 (0.3815216034318436) | > loader_time: 0.006 (0.004293814024517524)  --> TIME: 2024-06-11 08:02:54 -- STEP: 294/330 -- GLOBAL_STEP: 215675 | > loss_disc: 2.457545280456543 (2.3536863156727383) | > loss_disc_real_0: 0.13177044689655304 (0.11789338559317751) | > loss_disc_real_1: 0.2684178352355957 (0.19998609416541605) | > loss_disc_real_2: 0.2250107079744339 (0.21288520493069474) | > loss_disc_real_3: 0.30209407210350037 (0.22889472559398535) | > loss_disc_real_4: 0.2923988997936249 (0.22887620841767511) | > loss_disc_real_5: 0.2291223108768463 (0.220963514682387) | > loss_0: 2.457545280456543 (2.3536863156727383) | > grad_norm_0: tensor(60.4949, device='cuda:0') (tensor(24.9930, device='cuda:0')) | > loss_gen: 2.416883945465088 (2.504657601012665) | > loss_kl: 1.9070091247558594 (1.9152477132219847) | > loss_feat: 7.792323589324951 (7.186122915371747) | > loss_mel: 17.448823928833008 (18.082950708817464) | > loss_duration: 2.205471992492676 (2.0774854956840985) | > loss_1: 31.770511627197266 (31.76646446046375) | > grad_norm_1: tensor(465.3128, device='cuda:0') (tensor(256.4842, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.4533 (0.3871622904628314) | > loader_time: 0.007 (0.004470521900929557)  --> TIME: 2024-06-11 08:03:07 -- STEP: 319/330 -- GLOBAL_STEP: 215700 | > loss_disc: 2.5429179668426514 (2.3592433697751343) | > loss_disc_real_0: 0.20537403225898743 (0.11917527526803899) | > loss_disc_real_1: 0.2392173856496811 (0.20109503896072) | > loss_disc_real_2: 0.22264674305915833 (0.21284931856076172) | > loss_disc_real_3: 0.2507423758506775 (0.22887027254298936) | > loss_disc_real_4: 0.22020283341407776 (0.2286319621024087) | > loss_disc_real_5: 0.30519700050354004 (0.22127420004445558) | > loss_0: 2.5429179668426514 (2.3592433697751343) | > grad_norm_0: tensor(34.6446, device='cuda:0') (tensor(27.3436, device='cuda:0')) | > loss_gen: 2.374607801437378 (2.5029989835984288) | > loss_kl: 1.9117029905319214 (1.920800380945953) | > loss_feat: 6.834395408630371 (7.197235549878926) | > loss_mel: 16.67764663696289 (18.026620721368577) | > loss_duration: 2.265612840652466 (2.090930304930876) | > loss_1: 30.06396484375 (31.738585953428455) | > grad_norm_1: tensor(282.7706, device='cuda:0') (tensor(272.0560, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.5619 (0.3965554618536492) | > loader_time: 0.0084 (0.004728282133239935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.37503719329834 (2.37503719329834) | > loss_disc_real_0: 0.09266491234302521 (0.09266491234302521) | > loss_disc_real_1: 0.21032501757144928 (0.21032501757144928) | > loss_disc_real_2: 0.22307468950748444 (0.22307468950748444) | > loss_disc_real_3: 0.2763393521308899 (0.2763393521308899) | > loss_disc_real_4: 0.26479148864746094 (0.26479148864746094) | > loss_disc_real_5: 0.31904909014701843 (0.31904909014701843) | > loss_0: 2.37503719329834 (2.37503719329834) | > loss_gen: 2.641650438308716 (2.641650438308716) | > loss_kl: 1.9721992015838623 (1.9721992015838623) | > loss_feat: 6.208422660827637 (6.208422660827637) | > loss_mel: 16.33489227294922 (16.33489227294922) | > loss_duration: 2.901064872741699 (2.901064872741699) | > loss_1: 30.058231353759766 (30.058231353759766)  --> STEP: 1 | > loss_disc: 2.4231998920440674 (2.4231998920440674) | > loss_disc_real_0: 0.16206490993499756 (0.16206490993499756) | > loss_disc_real_1: 0.1771342009305954 (0.1771342009305954) | > loss_disc_real_2: 0.15690667927265167 (0.15690667927265167) | > loss_disc_real_3: 0.23043447732925415 (0.23043447732925415) | > loss_disc_real_4: 0.2243407964706421 (0.2243407964706421) | > loss_disc_real_5: 0.2783917486667633 (0.2783917486667633) | > loss_0: 2.4231998920440674 (2.4231998920440674) | > loss_gen: 2.1100575923919678 (2.1100575923919678) | > loss_kl: 2.7533037662506104 (2.7533037662506104) | > loss_feat: 4.773232460021973 (4.773232460021973) | > loss_mel: 16.936141967773438 (16.936141967773438) | > loss_duration: 2.4691333770751953 (2.4691333770751953) | > loss_1: 29.041868209838867 (29.041868209838867)  --> STEP: 2 | > loss_disc: 2.36307954788208 (2.3931397199630737) | > loss_disc_real_0: 0.07841330021619797 (0.12023910507559776) | > loss_disc_real_1: 0.16527722775936127 (0.17120571434497833) | > loss_disc_real_2: 0.20126496255397797 (0.17908582091331482) | > loss_disc_real_3: 0.2694350481033325 (0.24993476271629333) | > loss_disc_real_4: 0.2644076347351074 (0.24437421560287476) | > loss_disc_real_5: 0.2579367160797119 (0.2681642323732376) | > loss_0: 2.36307954788208 (2.3931397199630737) | > loss_gen: 2.2907214164733887 (2.2003895044326782) | > loss_kl: 2.397343635559082 (2.575323700904846) | > loss_feat: 5.687890529632568 (5.2305614948272705) | > loss_mel: 20.061532974243164 (18.4988374710083) | > loss_duration: 2.4188475608825684 (2.443990468978882) | > loss_1: 32.8563346862793 (30.949101448059082)  --> STEP: 3 | > loss_disc: 2.051244020462036 (2.279174486796061) | > loss_disc_real_0: 0.11801326274871826 (0.1194971576333046) | > loss_disc_real_1: 0.15743185579776764 (0.16661442816257477) | > loss_disc_real_2: 0.10983580350875854 (0.15600248177846274) | > loss_disc_real_3: 0.17143282294273376 (0.22376744945844015) | > loss_disc_real_4: 0.24360302090644836 (0.24411715070406595) | > loss_disc_real_5: 0.1858319640159607 (0.24072014292081198) | > loss_0: 2.051244020462036 (2.279174486796061) | > loss_gen: 2.4293525218963623 (2.2767105102539062) | > loss_kl: 4.177030086517334 (3.1092258294423423) | > loss_feat: 8.011005401611328 (6.157376130421956) | > loss_mel: 19.18101692199707 (18.72623062133789) | > loss_duration: 2.3150744438171387 (2.4010184605916343) | > loss_1: 36.11347961425781 (32.67056083679199)  --> STEP: 4 | > loss_disc: 2.4119343757629395 (2.3123644590377808) | > loss_disc_real_0: 0.09559463709592819 (0.1135215274989605) | > loss_disc_real_1: 0.25097882747650146 (0.18770552799105644) | > loss_disc_real_2: 0.19998225569725037 (0.16699742525815964) | > loss_disc_real_3: 0.2314283549785614 (0.22568267583847046) | > loss_disc_real_4: 0.23368021845817566 (0.24150791764259338) | > loss_disc_real_5: 0.24029894173145294 (0.2406148426234722) | > loss_0: 2.4119343757629395 (2.3123644590377808) | > loss_gen: 2.152451515197754 (2.245645761489868) | > loss_kl: 3.118177652359009 (3.111463785171509) | > loss_feat: 6.129363536834717 (6.1503729820251465) | > loss_mel: 16.68311882019043 (18.215452671051025) | > loss_duration: 2.294121265411377 (2.37429416179657) | > loss_1: 30.37723159790039 (32.09722852706909)  --> STEP: 5 | > loss_disc: 2.2301645278930664 (2.2959244728088377) | > loss_disc_real_0: 0.16871656477451324 (0.12456053495407104) | > loss_disc_real_1: 0.19151902198791504 (0.18846822679042816) | > loss_disc_real_2: 0.18461310863494873 (0.17052056193351744) | > loss_disc_real_3: 0.21247489750385284 (0.22304112017154692) | > loss_disc_real_4: 0.24964143335819244 (0.24313462078571318) | > loss_disc_real_5: 0.2619064152240753 (0.24487315714359284) | > loss_0: 2.2301645278930664 (2.2959244728088377) | > loss_gen: 2.7942252159118652 (2.3553616523742678) | > loss_kl: 2.6181788444519043 (3.012806797027588) | > loss_feat: 6.184944152832031 (6.157287216186523) | > loss_mel: 18.18431282043457 (18.209224700927734) | > loss_duration: 2.330320119857788 (2.3654993534088136) | > loss_1: 32.11198043823242 (32.10017890930176)  --> STEP: 6 | > loss_disc: 2.385702133178711 (2.310887416203817) | > loss_disc_real_0: 0.09868781268596649 (0.12024841457605362) | > loss_disc_real_1: 0.2352152168750763 (0.1962593918045362) | > loss_disc_real_2: 0.21267594397068024 (0.17754645893971124) | > loss_disc_real_3: 0.2290274202823639 (0.2240388368566831) | > loss_disc_real_4: 0.30529120564460754 (0.2534940515955289) | > loss_disc_real_5: 0.21107330918312073 (0.23923984915018082) | > loss_0: 2.385702133178711 (2.310887416203817) | > loss_gen: 2.4158308506011963 (2.365439852078756) | > loss_kl: 2.825272798538208 (2.9815511306126914) | > loss_feat: 6.953375339508057 (6.289968570073445) | > loss_mel: 20.056785583496094 (18.51715151468913) | > loss_duration: 2.1433939933776855 (2.3284817934036255) | > loss_1: 34.39466094970703 (32.48259258270264)  --> STEP: 7 | > loss_disc: 2.474196434020996 (2.334217275891985) | > loss_disc_real_0: 0.1808154284954071 (0.12890084513596126) | > loss_disc_real_1: 0.2554387152194977 (0.20471358086381639) | > loss_disc_real_2: 0.1905444711446762 (0.1794033178261348) | > loss_disc_real_3: 0.23862621188163757 (0.22612274757453374) | > loss_disc_real_4: 0.2327413260936737 (0.25052937652383533) | > loss_disc_real_5: 0.24882949888706207 (0.24060979911259242) | > loss_0: 2.474196434020996 (2.334217275891985) | > loss_gen: 2.4810547828674316 (2.3819562707628523) | > loss_kl: 3.7541470527648926 (3.0919219766344344) | > loss_feat: 6.609432220458984 (6.335606234414237) | > loss_mel: 15.82043743133545 (18.1319066456386) | > loss_duration: 2.5497918128967285 (2.360097510474069) | > loss_1: 31.214862823486328 (32.30148833138602)  --> STEP: 8 | > loss_disc: 2.3673219680786133 (2.3383553624153137) | > loss_disc_real_0: 0.26629936695098877 (0.1460756603628397) | > loss_disc_real_1: 0.24934443831443787 (0.21029243804514408) | > loss_disc_real_2: 0.22092200815677643 (0.18459315411746502) | > loss_disc_real_3: 0.23724272847175598 (0.22751274518668652) | > loss_disc_real_4: 0.2670997977256775 (0.2526006791740656) | > loss_disc_real_5: 0.25016433000564575 (0.2418041154742241) | > loss_0: 2.3673219680786133 (2.3383553624153137) | > loss_gen: 2.816418170928955 (2.436264008283615) | > loss_kl: 2.5586187839508057 (3.0252590775489807) | > loss_feat: 8.162312507629395 (6.563944518566132) | > loss_mel: 17.704946517944336 (18.07853662967682) | > loss_duration: 2.1957497596740723 (2.339554041624069) | > loss_1: 33.438045501708984 (32.44355797767639)  --> STEP: 9 | > loss_disc: 2.3826379776000977 (2.3432756529914007) | > loss_disc_real_0: 0.172782301902771 (0.14904306497838762) | > loss_disc_real_1: 0.18539395928382874 (0.20752594040499794) | > loss_disc_real_2: 0.21832214295864105 (0.18834081954426235) | > loss_disc_real_3: 0.1964283138513565 (0.22405891948276097) | > loss_disc_real_4: 0.247336745262146 (0.25201579762829673) | > loss_disc_real_5: 0.17735032737255096 (0.23464258346292707) | > loss_0: 2.3826379776000977 (2.3432756529914007) | > loss_gen: 2.4055838584899902 (2.43285510275099) | > loss_kl: 2.507390022277832 (2.967718071407742) | > loss_feat: 8.896950721740723 (6.823167430029975) | > loss_mel: 17.952674865722656 (18.06455198923747) | > loss_duration: 2.1449954509735107 (2.317936420440674) | > loss_1: 33.907596588134766 (32.60622893439399)  --> STEP: 10 | > loss_disc: 2.194105863571167 (2.3283586740493774) | > loss_disc_real_0: 0.14015336334705353 (0.1481540948152542) | > loss_disc_real_1: 0.21067185699939728 (0.20784053206443787) | > loss_disc_real_2: 0.20774000883102417 (0.19028073847293853) | > loss_disc_real_3: 0.25770115852355957 (0.22742314338684083) | > loss_disc_real_4: 0.20941537618637085 (0.24775575548410417) | > loss_disc_real_5: 0.19310063123703003 (0.23048838824033738) | > loss_0: 2.194105863571167 (2.3283586740493774) | > loss_gen: 2.5875401496887207 (2.448323607444763) | > loss_kl: 2.340874195098877 (2.9050336837768556) | > loss_feat: 5.958947658538818 (6.736745452880859) | > loss_mel: 17.089139938354492 (17.96701078414917) | > loss_duration: 2.318495750427246 (2.317992353439331) | > loss_1: 30.294998168945312 (32.37510585784912)  --> STEP: 11 | > loss_disc: 2.3569912910461426 (2.3309616392309014) | > loss_disc_real_0: 0.14809651672840118 (0.1481488604437221) | > loss_disc_real_1: 0.1416812688112259 (0.20182605358687314) | > loss_disc_real_2: 0.2257010042667389 (0.1935007626360113) | > loss_disc_real_3: 0.24964819848537445 (0.22944360294125296) | > loss_disc_real_4: 0.2343398481607437 (0.24653612754561685) | > loss_disc_real_5: 0.27150002121925354 (0.23421671851114792) | > loss_0: 2.3569912910461426 (2.3309616392309014) | > loss_gen: 2.3685238361358643 (2.441069082780318) | > loss_kl: 2.6734325885772705 (2.8839790387587114) | > loss_feat: 5.287719249725342 (6.60501579804854) | > loss_mel: 16.880292892456055 (17.868218248540703) | > loss_duration: 2.48191499710083 (2.3328944119540127) | > loss_1: 29.691884994506836 (32.13117668845437)  --> STEP: 12 | > loss_disc: 2.450428009033203 (2.34091717004776) | > loss_disc_real_0: 0.21197746694087982 (0.15346791098515192) | > loss_disc_real_1: 0.20241425931453705 (0.20187507073084512) | > loss_disc_real_2: 0.16052016615867615 (0.19075237959623337) | > loss_disc_real_3: 0.28645753860473633 (0.23419476424654326) | > loss_disc_real_4: 0.278753399848938 (0.24922090023756027) | > loss_disc_real_5: 0.25544899702072144 (0.23598607505361238) | > loss_0: 2.450428009033203 (2.34091717004776) | > loss_gen: 2.53983211517334 (2.4492993354797363) | > loss_kl: 2.638284683227539 (2.8635045091311135) | > loss_feat: 5.604921340942383 (6.521674593289693) | > loss_mel: 17.254459381103516 (17.81707167625427) | > loss_duration: 2.261634349822998 (2.3269560734430947) | > loss_1: 30.29913330078125 (31.978506406148274)  --> STEP: 13 | > loss_disc: 2.2065536975860596 (2.3305815183199368) | > loss_disc_real_0: 0.10688647627830505 (0.14988472370000985) | > loss_disc_real_1: 0.2325161099433899 (0.20423207374719474) | > loss_disc_real_2: 0.2088058590888977 (0.19214110878797677) | > loss_disc_real_3: 0.21607281267642975 (0.23280076797191912) | > loss_disc_real_4: 0.17817820608615875 (0.2437560776105294) | > loss_disc_real_5: 0.1821574866771698 (0.23184541440927064) | > loss_0: 2.2065536975860596 (2.3305815183199368) | > loss_gen: 2.442336320877075 (2.4487637189718394) | > loss_kl: 2.881018877029419 (2.864851768200214) | > loss_feat: 10.045300483703613 (6.792722738706148) | > loss_mel: 18.165882110595703 (17.843903248126686) | > loss_duration: 2.197904109954834 (2.3170289993286133) | > loss_1: 35.73244094848633 (32.26727060171274)  --> STEP: 14 | > loss_disc: 2.514054775238037 (2.343686750956944) | > loss_disc_real_0: 0.1425960808992386 (0.14936410635709763) | > loss_disc_real_1: 0.3217202425003052 (0.21262408580098832) | > loss_disc_real_2: 0.19586624205112457 (0.19240718973534449) | > loss_disc_real_3: 0.2573193311691284 (0.23455209391457693) | > loss_disc_real_4: 0.27446284890174866 (0.24594941841704504) | > loss_disc_real_5: 0.2207803875207901 (0.23105505534580775) | > loss_0: 2.514054775238037 (2.343686750956944) | > loss_gen: 2.2814199924468994 (2.4368105956486295) | > loss_kl: 3.2324533462524414 (2.8911090237753734) | > loss_feat: 6.184263229370117 (6.749261345182147) | > loss_mel: 20.210046768188477 (18.01291349955967) | > loss_duration: 2.4001336097717285 (2.322965042931693) | > loss_1: 34.30831527709961 (32.413059507097515)  --> STEP: 15 | > loss_disc: 2.3384785652160645 (2.343339538574219) | > loss_disc_real_0: 0.14762930572032928 (0.14924845298131306) | > loss_disc_real_1: 0.12814779579639435 (0.2069923331340154) | > loss_disc_real_2: 0.20699532330036163 (0.19337973197301228) | > loss_disc_real_3: 0.21128669381141663 (0.23300106724103292) | > loss_disc_real_4: 0.18042685091495514 (0.24158124725023905) | > loss_disc_real_5: 0.17812934517860413 (0.22752667466799417) | > loss_0: 2.3384785652160645 (2.343339538574219) | > loss_gen: 2.06522274017334 (2.4120380719502768) | > loss_kl: 3.220925807952881 (2.913096809387207) | > loss_feat: 5.307191848754883 (6.653123378753662) | > loss_mel: 18.87562370300293 (18.07042751312255) | > loss_duration: 2.312180995941162 (2.3222461064656574) | > loss_1: 31.781145095825195 (32.37093187967936)  --> STEP: 16 | > loss_disc: 2.2462706565856934 (2.337272733449936) | > loss_disc_real_0: 0.15832632780075073 (0.14981582015752792) | > loss_disc_real_1: 0.11971385031938553 (0.20153742795810103) | > loss_disc_real_2: 0.1457696408033371 (0.1904041012749076) | > loss_disc_real_3: 0.26896294951438904 (0.23524868488311768) | > loss_disc_real_4: 0.292652428150177 (0.24477319605648518) | > loss_disc_real_5: 0.22676405310630798 (0.2274790108203888) | > loss_0: 2.2462706565856934 (2.337272733449936) | > loss_gen: 2.646663188934326 (2.42670214176178) | > loss_kl: 2.275831460952759 (2.873267725110054) | > loss_feat: 7.713850975036621 (6.719418853521347) | > loss_mel: 18.18521499633789 (18.07760173082351) | > loss_duration: 2.3238165378570557 (2.32234425842762) | > loss_1: 33.14537811279297 (32.41933476924896)  --> STEP: 17 | > loss_disc: 2.288925886154175 (2.3344288012560677) | > loss_disc_real_0: 0.11301188170909882 (0.14765088260173798) | > loss_disc_real_1: 0.18940547108650208 (0.20082378343624227) | > loss_disc_real_2: 0.21583500504493713 (0.19190003679079168) | > loss_disc_real_3: 0.2425093948841095 (0.23567578547141133) | > loss_disc_real_4: 0.2551211714744568 (0.24538190049283645) | > loss_disc_real_5: 0.2669515311717987 (0.22980092378223643) | > loss_0: 2.288925886154175 (2.3344288012560677) | > loss_gen: 2.499790668487549 (2.4310014668632958) | > loss_kl: 2.5905497074127197 (2.856637253480799) | > loss_feat: 4.880768775939941 (6.6112629666047935) | > loss_mel: 16.935911178588867 (18.010443463045) | > loss_duration: 2.395822048187256 (2.3266664813546574) | > loss_1: 29.30284309387207 (32.23601172952091)  --> STEP: 18 | > loss_disc: 2.165334463119507 (2.325034671359592) | > loss_disc_real_0: 0.15996643900871277 (0.14833508017990324) | > loss_disc_real_1: 0.17082491517066956 (0.19915717964371046) | > loss_disc_real_2: 0.1762218028306961 (0.1910290237930086) | > loss_disc_real_3: 0.19804129004478455 (0.23358498016993204) | > loss_disc_real_4: 0.22558695077896118 (0.2442821810642878) | > loss_disc_real_5: 0.17576421797275543 (0.2267988845705986) | > loss_0: 2.165334463119507 (2.325034671359592) | > loss_gen: 2.9514217376708984 (2.4599137041303845) | > loss_kl: 2.785221576690674 (2.8526697158813477) | > loss_feat: 9.758491516113281 (6.786108997133043) | > loss_mel: 20.697473526000977 (18.159722910987) | > loss_duration: 2.28086256980896 (2.3241218196021185) | > loss_1: 38.473472595214844 (32.58253733317057)  --> STEP: 19 | > loss_disc: 2.5562262535095215 (2.337202649367483) | > loss_disc_real_0: 0.11080112308263779 (0.14635960875373139) | > loss_disc_real_1: 0.30857065320014954 (0.20491578351510198) | > loss_disc_real_2: 0.1573500633239746 (0.18925644692621732) | > loss_disc_real_3: 0.2745231091976166 (0.23573961853981018) | > loss_disc_real_4: 0.2538600564002991 (0.24478627976618314) | > loss_disc_real_5: 0.30419623851776123 (0.2308724295151861) | > loss_0: 2.5562262535095215 (2.337202649367483) | > loss_gen: 2.3394789695739746 (2.4535750338905737) | > loss_kl: 2.158172130584717 (2.816117211392051) | > loss_feat: 7.884212017059326 (6.843903892918637) | > loss_mel: 17.939136505126953 (18.148113100152262) | > loss_duration: 2.3184359073638916 (2.3238225610632646) | > loss_1: 32.63943862915039 (32.58553213822214)  --> STEP: 20 | > loss_disc: 2.253822088241577 (2.3330336213111877) | > loss_disc_real_0: 0.08629225939512253 (0.14335624128580093) | > loss_disc_real_1: 0.20527221262454987 (0.2049336049705744) | > loss_disc_real_2: 0.18594124913215637 (0.18909068703651427) | > loss_disc_real_3: 0.2545447051525116 (0.23667987287044526) | > loss_disc_real_4: 0.30454516410827637 (0.2477742239832878) | > loss_disc_real_5: 0.32781580090522766 (0.23571959808468818) | > loss_0: 2.253822088241577 (2.3330336213111877) | > loss_gen: 2.7433857917785645 (2.4680655717849733) | > loss_kl: 2.320481300354004 (2.791335415840149) | > loss_feat: 6.638530254364014 (6.833635210990906) | > loss_mel: 20.587186813354492 (18.27006678581237) | > loss_duration: 2.307864189147949 (2.323024642467499) | > loss_1: 34.597450256347656 (32.68612804412842)  --> STEP: 21 | > loss_disc: 2.4686975479125977 (2.3394938082922074) | > loss_disc_real_0: 0.2034672498703003 (0.14621867026601518) | > loss_disc_real_1: 0.15607814490795135 (0.20260715449140185) | > loss_disc_real_2: 0.2092696577310562 (0.19005159040292105) | > loss_disc_real_3: 0.24500668048858643 (0.23707638751892818) | > loss_disc_real_4: 0.29883500933647156 (0.25020568995248704) | > loss_disc_real_5: 0.29254698753356934 (0.23842566424892062) | > loss_0: 2.4686975479125977 (2.3394938082922074) | > loss_gen: 2.6007845401763916 (2.474385522660755) | > loss_kl: 2.296945095062256 (2.7677930196126304) | > loss_feat: 6.557081699371338 (6.820465996151879) | > loss_mel: 16.548357009887695 (18.188080606006434) | > loss_duration: 2.177680492401123 (2.316103492464338) | > loss_1: 30.180849075317383 (32.56682904561361)  --> STEP: 22 | > loss_disc: 2.390104293823242 (2.3417942849072544) | > loss_disc_real_0: 0.20283016562461853 (0.1487919200550426) | > loss_disc_real_1: 0.27202725410461426 (0.2057626135647297) | > loss_disc_real_2: 0.11751961708068848 (0.18675468252463776) | > loss_disc_real_3: 0.2211996465921402 (0.23635471747680145) | > loss_disc_real_4: 0.2435925006866455 (0.24990509044040332) | > loss_disc_real_5: 0.20907044410705566 (0.23709133606065402) | > loss_0: 2.390104293823242 (2.3417942849072544) | > loss_gen: 2.4518837928771973 (2.4733627167615024) | > loss_kl: 2.0021984577178955 (2.7329932667992334) | > loss_feat: 7.189775466918945 (6.837252790277654) | > loss_mel: 17.17216682434082 (18.141902706839815) | > loss_duration: 2.145650863647461 (2.308355645699935) | > loss_1: 30.961673736572266 (32.49386744065718)  --> STEP: 23 | > loss_disc: 2.2725934982299805 (2.3387855550517207) | > loss_disc_real_0: 0.17945368587970734 (0.1501250403082889) | > loss_disc_real_1: 0.17860397696495056 (0.20458180327778278) | > loss_disc_real_2: 0.2141842246055603 (0.1879472713107648) | > loss_disc_real_3: 0.1996922641992569 (0.23476069776908212) | > loss_disc_real_4: 0.18858341872692108 (0.2472389308006867) | > loss_disc_real_5: 0.23329612612724304 (0.2369263269331144) | > loss_0: 2.2725934982299805 (2.3387855550517207) | > loss_gen: 2.446165084838867 (2.472180211025736) | > loss_kl: 2.4403536319732666 (2.7202698044154956) | > loss_feat: 7.646775722503662 (6.872449439504872) | > loss_mel: 17.75020408630371 (18.1248723320339) | > loss_duration: 2.2789573669433594 (2.3070774596670405) | > loss_1: 32.56245422363281 (32.4968494746996)  --> STEP: 24 | > loss_disc: 2.420086145401001 (2.342173079649607) | > loss_disc_real_0: 0.14166098833084106 (0.14977237147589526) | > loss_disc_real_1: 0.15992167592048645 (0.20272096463789543) | > loss_disc_real_2: 0.22682981193065643 (0.18956737716992697) | > loss_disc_real_3: 0.25555843114852905 (0.23562726999322572) | > loss_disc_real_4: 0.25601956248283386 (0.24760479045410952) | > loss_disc_real_5: 0.2517894208431244 (0.23754562251269817) | > loss_0: 2.420086145401001 (2.342173079649607) | > loss_gen: 2.4574930667877197 (2.471568246682485) | > loss_kl: 2.2205986976623535 (2.6994501749674478) | > loss_feat: 5.72308349609375 (6.824559191862742) | > loss_mel: 18.698781967163086 (18.148785233497616) | > loss_duration: 2.3927364349365234 (2.3106465836366024) | > loss_1: 31.492692947387695 (32.455009619394936)  --> STEP: 25 | > loss_disc: 2.4418387413024902 (2.3461597061157224) | > loss_disc_real_0: 0.14640921354293823 (0.14963784515857698) | > loss_disc_real_1: 0.2146570086479187 (0.20319840639829637) | > loss_disc_real_2: 0.23214471340179443 (0.19127047061920166) | > loss_disc_real_3: 0.1982657015323639 (0.23413280725479127) | > loss_disc_real_4: 0.23166224360466003 (0.24696708858013153) | > loss_disc_real_5: 0.21328626573085785 (0.23657524824142456) | > loss_0: 2.4418387413024902 (2.3461597061157224) | > loss_gen: 2.213268995285034 (2.461236276626587) | > loss_kl: 2.585115671157837 (2.6948767948150634) | > loss_feat: 6.7467827796936035 (6.821448135375976) | > loss_mel: 15.60808277130127 (18.047157135009762) | > loss_duration: 2.3290271759033203 (2.311381807327271) | > loss_1: 29.482276916503906 (32.336100311279296)  --> STEP: 26 | > loss_disc: 2.6753323078155518 (2.358820190796485) | > loss_disc_real_0: 0.20071612298488617 (0.1516023943057427) | > loss_disc_real_1: 0.17356552183628082 (0.20205868006898806) | > loss_disc_real_2: 0.2159428745508194 (0.19221940923195618) | > loss_disc_real_3: 0.22761103510856628 (0.23388196986455184) | > loss_disc_real_4: 0.17487117648124695 (0.2441941688840206) | > loss_disc_real_5: 0.1946123093366623 (0.23496128905277985) | > loss_0: 2.6753323078155518 (2.358820190796485) | > loss_gen: 1.650321125984192 (2.43004723237111) | > loss_kl: 1.9739211797714233 (2.6671477326980004) | > loss_feat: 2.946589946746826 (6.672415128121009) | > loss_mel: 9.150586128234863 (17.70498132705688) | > loss_duration: 2.284052848815918 (2.310330693538373) | > loss_1: 18.005470275878906 (31.784922232994667) --> EVAL PERFORMANCE | > avg_loader_time: 0.002552472628079928 (+7.419402782733644e-05) | > avg_loss_disc: 2.358820190796485 (-0.03205431424654526) | > avg_loss_disc_real_0: 0.1516023943057427 (+0.041615360058270975) | > avg_loss_disc_real_1: 0.20205868006898806 (+0.00823271933656472) | > avg_loss_disc_real_2: 0.19221940923195618 (-0.05094832869676444) | > avg_loss_disc_real_3: 0.23388196986455184 (+0.010304159269883095) | > avg_loss_disc_real_4: 0.2441941688840206 (+0.03054484954247108) | > avg_loss_disc_real_5: 0.23496128905277985 (-0.004062853753566742) | > avg_loss_0: 2.358820190796485 (-0.03205431424654526) | > avg_loss_gen: 2.43004723237111 (+0.1304305425057044) | > avg_loss_kl: 2.6671477326980004 (+0.010004919308882698) | > avg_loss_feat: 6.672415128121009 (-0.5293749112349291) | > avg_loss_mel: 17.70498132705688 (-0.19339862236610017) | > avg_loss_duration: 2.310330693538373 (-0.010015762769257641) | > avg_loss_1: 31.784922232994667 (-0.5923537474412157)  > EPOCH: 387/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:03:33)   --> TIME: 2024-06-11 08:03:39 -- STEP: 14/330 -- GLOBAL_STEP: 215725 | > loss_disc: 2.345222234725952 (2.3741168464933122) | > loss_disc_real_0: 0.11170025169849396 (0.11304958217910357) | > loss_disc_real_1: 0.22231493890285492 (0.20723369398287364) | > loss_disc_real_2: 0.21706974506378174 (0.21239873128277914) | > loss_disc_real_3: 0.23064963519573212 (0.22203235966818674) | > loss_disc_real_4: 0.23858697712421417 (0.22342513075896672) | > loss_disc_real_5: 0.253490686416626 (0.21675538271665573) | > loss_0: 2.345222234725952 (2.3741168464933122) | > grad_norm_0: tensor(6.6545, device='cuda:0') (tensor(8.7465, device='cuda:0')) | > loss_gen: 2.5791783332824707 (2.4424768345696584) | > loss_kl: 1.59147310256958 (1.8216800859996252) | > loss_feat: 6.964079856872559 (6.794938155582973) | > loss_mel: 17.870742797851562 (18.026117869785853) | > loss_duration: 2.0732369422912598 (2.132687108857291) | > loss_1: 31.078710556030273 (31.217899867466517) | > grad_norm_1: tensor(85.4097, device='cuda:0') (tensor(87.8176, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3602 (0.36182635171072824) | > loader_time: 0.0039 (0.0033789873123168945)  --> TIME: 2024-06-11 08:03:48 -- STEP: 39/330 -- GLOBAL_STEP: 215750 | > loss_disc: 2.173729181289673 (2.307937267499092) | > loss_disc_real_0: 0.09523487091064453 (0.11052549764131889) | > loss_disc_real_1: 0.15989090502262115 (0.1972133307120739) | > loss_disc_real_2: 0.21651948988437653 (0.20956917565602523) | > loss_disc_real_3: 0.18116092681884766 (0.2223394792049359) | > loss_disc_real_4: 0.18201054632663727 (0.22369926212689814) | > loss_disc_real_5: 0.17336252331733704 (0.2145173782721544) | > loss_0: 2.173729181289673 (2.307937267499092) | > grad_norm_0: tensor(8.7593, device='cuda:0') (tensor(8.4325, device='cuda:0')) | > loss_gen: 2.643031597137451 (2.5226490986652865) | > loss_kl: 2.030654191970825 (1.8196103756244366) | > loss_feat: 8.744328498840332 (7.209100405375163) | > loss_mel: 18.54310417175293 (18.194367824456624) | > loss_duration: 2.0560340881347656 (2.0651379365187426) | > loss_1: 34.01715087890625 (31.81086559784718) | > grad_norm_1: tensor(124.8482, device='cuda:0') (tensor(93.1398, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3521 (0.35755077386513734) | > loader_time: 0.0034 (0.0034096424396221456)  --> TIME: 2024-06-11 08:03:57 -- STEP: 64/330 -- GLOBAL_STEP: 215775 | > loss_disc: 2.1610355377197266 (2.313240438699723) | > loss_disc_real_0: 0.07303616404533386 (0.11103047779761255) | > loss_disc_real_1: 0.23489421606063843 (0.19811187754385173) | > loss_disc_real_2: 0.2281791865825653 (0.21198469353839755) | > loss_disc_real_3: 0.2294805645942688 (0.22438104497268796) | > loss_disc_real_4: 0.21466824412345886 (0.22394473059102893) | > loss_disc_real_5: 0.19210772216320038 (0.21554748946800828) | > loss_0: 2.1610355377197266 (2.313240438699723) | > grad_norm_0: tensor(8.2807, device='cuda:0') (tensor(8.6703, device='cuda:0')) | > loss_gen: 2.7366693019866943 (2.52198876067996) | > loss_kl: 1.9890658855438232 (1.8538004532456398) | > loss_feat: 7.492485046386719 (7.208173923194408) | > loss_mel: 18.157968521118164 (18.21731156110763) | > loss_duration: 2.0258541107177734 (2.040309382602573) | > loss_1: 32.402042388916016 (31.841584026813507) | > grad_norm_1: tensor(327.8083, device='cuda:0') (tensor(107.8561, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.363 (0.3574586696922779) | > loader_time: 0.0036 (0.003490705043077469)  --> TIME: 2024-06-11 08:04:06 -- STEP: 89/330 -- GLOBAL_STEP: 215800 | > loss_disc: 2.386444568634033 (2.322491878873848) | > loss_disc_real_0: 0.10703975707292557 (0.11094824191224709) | > loss_disc_real_1: 0.2038497030735016 (0.19767740502786105) | > loss_disc_real_2: 0.19562433660030365 (0.21312578089451523) | > loss_disc_real_3: 0.24651408195495605 (0.22504411102010963) | > loss_disc_real_4: 0.20882642269134521 (0.2255158626966262) | > loss_disc_real_5: 0.21289193630218506 (0.2159967559776949) | > loss_0: 2.386444568634033 (2.322491878873848) | > grad_norm_0: tensor(8.7368, device='cuda:0') (tensor(9.4839, device='cuda:0')) | > loss_gen: 2.3565516471862793 (2.5184326091509184) | > loss_kl: 2.119386911392212 (1.8743505143047718) | > loss_feat: 6.968103885650635 (7.214520866951246) | > loss_mel: 18.21837043762207 (18.17157010282023) | > loss_duration: 2.043447494506836 (2.031801383147079) | > loss_1: 31.705862045288086 (31.810675546024623) | > grad_norm_1: tensor(54.2369, device='cuda:0') (tensor(127.3941, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3507 (0.35870308286688296) | > loader_time: 0.0036 (0.003553251202186842)  --> TIME: 2024-06-11 08:04:16 -- STEP: 114/330 -- GLOBAL_STEP: 215825 | > loss_disc: 2.440819263458252 (2.324870258046871) | > loss_disc_real_0: 0.13746359944343567 (0.11168283903807924) | > loss_disc_real_1: 0.1955070197582245 (0.1981723130794994) | > loss_disc_real_2: 0.19457721710205078 (0.21240467774240593) | > loss_disc_real_3: 0.2245035320520401 (0.22603954348647803) | > loss_disc_real_4: 0.2227131873369217 (0.22625516289681719) | > loss_disc_real_5: 0.2422979772090912 (0.21616815226642708) | > loss_0: 2.440819263458252 (2.324870258046871) | > grad_norm_0: tensor(17.4038, device='cuda:0') (tensor(10.6675, device='cuda:0')) | > loss_gen: 2.5638298988342285 (2.51918183293259) | > loss_kl: 1.951780915260315 (1.8914017865532322) | > loss_feat: 6.905219554901123 (7.236217277091846) | > loss_mel: 18.599456787109375 (18.167525759914465) | > loss_duration: 2.0424859523773193 (2.031959221028445) | > loss_1: 32.06277084350586 (31.84628598731861) | > grad_norm_1: tensor(334.3014, device='cuda:0') (tensor(144.2699, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3646 (0.35966028037824127) | > loader_time: 0.0048 (0.0036770879176625036)  --> TIME: 2024-06-11 08:04:25 -- STEP: 139/330 -- GLOBAL_STEP: 215850 | > loss_disc: 2.3761050701141357 (2.33453029522793) | > loss_disc_real_0: 0.10821665823459625 (0.11263487439790218) | > loss_disc_real_1: 0.18852941691875458 (0.199344262159128) | > loss_disc_real_2: 0.17450059950351715 (0.21369405508899003) | > loss_disc_real_3: 0.2540479004383087 (0.2270099934485319) | > loss_disc_real_4: 0.22469955682754517 (0.22606094942676075) | > loss_disc_real_5: 0.2447926551103592 (0.21707142042599134) | > loss_0: 2.3761050701141357 (2.33453029522793) | > grad_norm_0: tensor(26.3266, device='cuda:0') (tensor(12.5276, device='cuda:0')) | > loss_gen: 2.4417145252227783 (2.517500132965528) | > loss_kl: 1.9502750635147095 (1.901629459086082) | > loss_feat: 7.179278373718262 (7.237534862628086) | > loss_mel: 18.048566818237305 (18.212519199728106) | > loss_duration: 2.06725811958313 (2.0353440029158) | > loss_1: 31.68709373474121 (31.904527746516166) | > grad_norm_1: tensor(344.7261, device='cuda:0') (tensor(163.8311, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3673 (0.3620196435091307) | > loader_time: 0.0042 (0.0038170471465844903)  --> TIME: 2024-06-11 08:04:35 -- STEP: 164/330 -- GLOBAL_STEP: 215875 | > loss_disc: 2.2141568660736084 (2.333560314120317) | > loss_disc_real_0: 0.12791630625724792 (0.11231324944372584) | > loss_disc_real_1: 0.2190898209810257 (0.1990915692252357) | > loss_disc_real_2: 0.2822404205799103 (0.2149979813796718) | > loss_disc_real_3: 0.22357329726219177 (0.22687441692119692) | > loss_disc_real_4: 0.19430772960186005 (0.22560651491327985) | > loss_disc_real_5: 0.20401453971862793 (0.21672660294102458) | > loss_0: 2.2141568660736084 (2.333560314120317) | > grad_norm_0: tensor(9.7272, device='cuda:0') (tensor(15.3223, device='cuda:0')) | > loss_gen: 2.9155428409576416 (2.5223432241416566) | > loss_kl: 2.0413661003112793 (1.9048934687928456) | > loss_feat: 8.124672889709473 (7.2308681360105185) | > loss_mel: 17.881820678710938 (18.191183113470306) | > loss_duration: 2.1064014434814453 (2.0379511590411004) | > loss_1: 33.069801330566406 (31.887239142162045) | > grad_norm_1: tensor(540.9286, device='cuda:0') (tensor(192.1441, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3729 (0.3646289706230164) | > loader_time: 0.0043 (0.003925336570274539)  --> TIME: 2024-06-11 08:04:45 -- STEP: 189/330 -- GLOBAL_STEP: 215900 | > loss_disc: 2.3414864540100098 (2.3340251773753504) | > loss_disc_real_0: 0.10666252672672272 (0.11264659612188263) | > loss_disc_real_1: 0.20351803302764893 (0.1997078099736461) | > loss_disc_real_2: 0.2430204600095749 (0.2140933482577561) | > loss_disc_real_3: 0.23245632648468018 (0.22682368778993214) | > loss_disc_real_4: 0.19848129153251648 (0.22539315715668692) | > loss_disc_real_5: 0.22656546533107758 (0.21691860810474115) | > loss_0: 2.3414864540100098 (2.3340251773753504) | > grad_norm_0: tensor(21.2216, device='cuda:0') (tensor(17.7773, device='cuda:0')) | > loss_gen: 2.4684669971466064 (2.5225699010980205) | > loss_kl: 1.9696747064590454 (1.904003380467652) | > loss_feat: 6.760319232940674 (7.227916672116234) | > loss_mel: 17.229524612426758 (18.171074256695135) | > loss_duration: 2.118220329284668 (2.044519237109592) | > loss_1: 30.546207427978516 (31.870083420364946) | > grad_norm_1: tensor(484.5663, device='cuda:0') (tensor(214.0791, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.3905 (0.36694826777019196) | > loader_time: 0.0048 (0.0040175649854871966)  --> TIME: 2024-06-11 08:04:55 -- STEP: 214/330 -- GLOBAL_STEP: 215925 | > loss_disc: 2.374403476715088 (2.334671916248644) | > loss_disc_real_0: 0.1241213008761406 (0.11312825415527152) | > loss_disc_real_1: 0.2256513386964798 (0.1993535540510561) | > loss_disc_real_2: 0.2769206166267395 (0.21384473228566) | > loss_disc_real_3: 0.2179715931415558 (0.22706683683339682) | > loss_disc_real_4: 0.21614980697631836 (0.22651938892134996) | > loss_disc_real_5: 0.21189038455486298 (0.21772388034613332) | > loss_0: 2.374403476715088 (2.334671916248644) | > grad_norm_0: tensor(16.3935, device='cuda:0') (tensor(18.5907, device='cuda:0')) | > loss_gen: 2.478768825531006 (2.5217019653765966) | > loss_kl: 1.9110652208328247 (1.90917103925598) | > loss_feat: 6.6083221435546875 (7.225655183613857) | > loss_mel: 17.110300064086914 (18.143776332106544) | > loss_duration: 2.151820182800293 (2.051274916278982) | > loss_1: 30.260276794433594 (31.85157943440375) | > grad_norm_1: tensor(285.5948, device='cuda:0') (tensor(225.2360, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.4064 (0.3701323638452548) | > loader_time: 0.0053 (0.004153914540727565)  --> TIME: 2024-06-11 08:05:05 -- STEP: 239/330 -- GLOBAL_STEP: 215950 | > loss_disc: 2.4137492179870605 (2.336265850266653) | > loss_disc_real_0: 0.13915450870990753 (0.11425363252165427) | > loss_disc_real_1: 0.20611724257469177 (0.1991793048182292) | > loss_disc_real_2: 0.21890389919281006 (0.21369812659389303) | > loss_disc_real_3: 0.23507601022720337 (0.2268088454357251) | > loss_disc_real_4: 0.28018322587013245 (0.22609543401327092) | > loss_disc_real_5: 0.2564975321292877 (0.21747594597948147) | > loss_0: 2.4137492179870605 (2.336265850266653) | > grad_norm_0: tensor(6.8848, device='cuda:0') (tensor(21.2309, device='cuda:0')) | > loss_gen: 2.7548024654388428 (2.5197742134956145) | > loss_kl: 1.841512680053711 (1.910977133148385) | > loss_feat: 7.301791191101074 (7.211285738765445) | > loss_mel: 17.756431579589844 (18.096194422893433) | > loss_duration: 2.0964157581329346 (2.0589987039566044) | > loss_1: 31.750953674316406 (31.797230197794768) | > grad_norm_1: tensor(409.9675, device='cuda:0') (tensor(244.9317, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.4176 (0.37342089888441016) | > loader_time: 0.0055 (0.004310129077863495)  --> TIME: 2024-06-11 08:05:16 -- STEP: 264/330 -- GLOBAL_STEP: 215975 | > loss_disc: 2.360780715942383 (2.3396843328620456) | > loss_disc_real_0: 0.10439379513263702 (0.11471021993819511) | > loss_disc_real_1: 0.21594315767288208 (0.19958030788058584) | > loss_disc_real_2: 0.19319605827331543 (0.21371417221697894) | > loss_disc_real_3: 0.22402609884738922 (0.2272547216465076) | > loss_disc_real_4: 0.22377508878707886 (0.22716144286096096) | > loss_disc_real_5: 0.20337240397930145 (0.2185672325166789) | > loss_0: 2.360780715942383 (2.3396843328620456) | > grad_norm_0: tensor(46.8778, device='cuda:0') (tensor(23.4326, device='cuda:0')) | > loss_gen: 2.516477584838867 (2.5217415862011197) | > loss_kl: 1.885302186012268 (1.91267869915023) | > loss_feat: 7.7712507247924805 (7.22286766948122) | > loss_mel: 17.55317497253418 (18.071905013286695) | > loss_duration: 2.181642532348633 (2.066476024913065) | > loss_1: 31.907848358154297 (31.795668984904434) | > grad_norm_1: tensor(488.9921, device='cuda:0') (tensor(255.8768, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.4402 (0.37800681139483594) | > loader_time: 0.0069 (0.0044726621020923975)  --> TIME: 2024-06-11 08:05:27 -- STEP: 289/330 -- GLOBAL_STEP: 216000 | > loss_disc: 2.4328420162200928 (2.341256971590248) | > loss_disc_real_0: 0.10632428526878357 (0.11521461752974864) | > loss_disc_real_1: 0.2320304661989212 (0.20008649153692912) | > loss_disc_real_2: 0.21993891894817352 (0.21391735960661748) | > loss_disc_real_3: 0.23348553478717804 (0.22736101285602808) | > loss_disc_real_4: 0.27487075328826904 (0.22655490839976336) | > loss_disc_real_5: 0.25662052631378174 (0.2185067633959661) | > loss_0: 2.4328420162200928 (2.341256971590248) | > grad_norm_0: tensor(27.9661, device='cuda:0') (tensor(24.6443, device='cuda:0')) | > loss_gen: 2.5089643001556396 (2.52118927714734) | > loss_kl: 1.9031566381454468 (1.9154115630681128) | > loss_feat: 6.70708703994751 (7.233157609985774) | > loss_mel: 16.393310546875 (18.013366507823896) | > loss_duration: 2.2265467643737793 (2.07558111707232) | > loss_1: 29.73906707763672 (31.758706036735983) | > grad_norm_1: tensor(377.0638, device='cuda:0') (tensor(267.9640, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.4637 (0.38495360196255485) | > loader_time: 0.0063 (0.004648976672479439) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_216000.pth  --> TIME: 2024-06-11 08:05:45 -- STEP: 314/330 -- GLOBAL_STEP: 216025 | > loss_disc: 2.3539464473724365 (2.344590292614737) | > loss_disc_real_0: 0.12189766764640808 (0.11612287811507845) | > loss_disc_real_1: 0.18883615732192993 (0.20121873203356552) | > loss_disc_real_2: 0.22877095639705658 (0.21362986458334954) | > loss_disc_real_3: 0.2232528179883957 (0.2274686415578909) | > loss_disc_real_4: 0.2240309715270996 (0.2268637200449682) | > loss_disc_real_5: 0.2046869397163391 (0.2190206595666849) | > loss_0: 2.3539464473724365 (2.344590292614737) | > grad_norm_0: tensor(31.1889, device='cuda:0') (tensor(25.2439, device='cuda:0')) | > loss_gen: 2.4694886207580566 (2.517160139266094) | > loss_kl: 2.0002477169036865 (1.9194444387581697) | > loss_feat: 7.6159467697143555 (7.24340188123618) | > loss_mel: 17.410152435302734 (17.96247728918768) | > loss_duration: 2.273160457611084 (2.08800006026675) | > loss_1: 31.768997192382812 (31.730483765814714) | > grad_norm_1: tensor(487.8448, device='cuda:0') (tensor(277.3210, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.5416 (0.39517727019680543) | > loader_time: 0.0081 (0.004887895978939762)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.318229913711548 (2.318229913711548) | > loss_disc_real_0: 0.17449027299880981 (0.17449027299880981) | > loss_disc_real_1: 0.18988606333732605 (0.18988606333732605) | > loss_disc_real_2: 0.16151821613311768 (0.16151821613311768) | > loss_disc_real_3: 0.2869747281074524 (0.2869747281074524) | > loss_disc_real_4: 0.22882197797298431 (0.22882197797298431) | > loss_disc_real_5: 0.24769243597984314 (0.24769243597984314) | > loss_0: 2.318229913711548 (2.318229913711548) | > loss_gen: 2.754950761795044 (2.754950761795044) | > loss_kl: 1.863143801689148 (1.863143801689148) | > loss_feat: 5.813412666320801 (5.813412666320801) | > loss_mel: 16.35407257080078 (16.35407257080078) | > loss_duration: 2.797952175140381 (2.797952175140381) | > loss_1: 29.583532333374023 (29.583532333374023)  --> STEP: 1 | > loss_disc: 2.155818462371826 (2.155818462371826) | > loss_disc_real_0: 0.1371375024318695 (0.1371375024318695) | > loss_disc_real_1: 0.13081654906272888 (0.13081654906272888) | > loss_disc_real_2: 0.19544193148612976 (0.19544193148612976) | > loss_disc_real_3: 0.233220174908638 (0.233220174908638) | > loss_disc_real_4: 0.23441031575202942 (0.23441031575202942) | > loss_disc_real_5: 0.24196700751781464 (0.24196700751781464) | > loss_0: 2.155818462371826 (2.155818462371826) | > loss_gen: 2.726452350616455 (2.726452350616455) | > loss_kl: 2.673449754714966 (2.673449754714966) | > loss_feat: 7.688236236572266 (7.688236236572266) | > loss_mel: 19.094623565673828 (19.094623565673828) | > loss_duration: 2.4120161533355713 (2.4120161533355713) | > loss_1: 34.59477996826172 (34.59477996826172)  --> STEP: 2 | > loss_disc: 2.485670566558838 (2.320744514465332) | > loss_disc_real_0: 0.10503751039505005 (0.12108750641345978) | > loss_disc_real_1: 0.1885199397802353 (0.1596682444214821) | > loss_disc_real_2: 0.21795018017292023 (0.206696055829525) | > loss_disc_real_3: 0.25367581844329834 (0.24344799667596817) | > loss_disc_real_4: 0.35505881905555725 (0.29473456740379333) | > loss_disc_real_5: 0.36809632182121277 (0.3050316646695137) | > loss_0: 2.485670566558838 (2.320744514465332) | > loss_gen: 2.6892871856689453 (2.7078697681427) | > loss_kl: 2.6141960620880127 (2.6438229084014893) | > loss_feat: 6.409646034240723 (7.048941135406494) | > loss_mel: 20.76598358154297 (19.9303035736084) | > loss_duration: 2.4607458114624023 (2.436380982398987) | > loss_1: 34.939857482910156 (34.76731872558594)  --> STEP: 3 | > loss_disc: 2.24617338180542 (2.2958874702453613) | > loss_disc_real_0: 0.20592215657234192 (0.14936572313308716) | > loss_disc_real_1: 0.14755944907665253 (0.1556319793065389) | > loss_disc_real_2: 0.23437780141830444 (0.21592330435911813) | > loss_disc_real_3: 0.24036619067192078 (0.24242072800795236) | > loss_disc_real_4: 0.28157347440719604 (0.29034753640492755) | > loss_disc_real_5: 0.2884248197078705 (0.2994960496822993) | > loss_0: 2.24617338180542 (2.2958874702453613) | > loss_gen: 3.1745166778564453 (2.8634187380472818) | > loss_kl: 3.729804754257202 (3.00581685702006) | > loss_feat: 7.088984489440918 (7.062288920084636) | > loss_mel: 15.886373519897461 (18.582326889038086) | > loss_duration: 2.2441892623901367 (2.37231707572937) | > loss_1: 32.12386703491211 (33.88616816202799)  --> STEP: 4 | > loss_disc: 2.129328966140747 (2.2542478442192078) | > loss_disc_real_0: 0.1428646743297577 (0.1477404609322548) | > loss_disc_real_1: 0.17872454226016998 (0.16140512004494667) | > loss_disc_real_2: 0.16456075012683868 (0.20308266580104828) | > loss_disc_real_3: 0.2651403546333313 (0.2481006346642971) | > loss_disc_real_4: 0.20428623259067535 (0.2688322104513645) | > loss_disc_real_5: 0.16915331780910492 (0.2669103667140007) | > loss_0: 2.129328966140747 (2.2542478442192078) | > loss_gen: 2.7397966384887695 (2.832513213157654) | > loss_kl: 3.408104419708252 (3.106388747692108) | > loss_feat: 7.670444965362549 (7.214327931404114) | > loss_mel: 18.196144104003906 (18.48578119277954) | > loss_duration: 2.260592460632324 (2.3443859219551086) | > loss_1: 34.275081634521484 (33.98339653015137)  --> STEP: 5 | > loss_disc: 2.1544675827026367 (2.2342917919158936) | > loss_disc_real_0: 0.12153556942939758 (0.14249948263168336) | > loss_disc_real_1: 0.18071302771568298 (0.16526670157909393) | > loss_disc_real_2: 0.16611595451831818 (0.19568932354450225) | > loss_disc_real_3: 0.22103510797023773 (0.24268752932548524) | > loss_disc_real_4: 0.21393385529518127 (0.25785253942012787) | > loss_disc_real_5: 0.18496312201023102 (0.25052091777324675) | > loss_0: 2.1544675827026367 (2.2342917919158936) | > loss_gen: 2.7435691356658936 (2.814724397659302) | > loss_kl: 3.0341243743896484 (3.091935873031616) | > loss_feat: 7.226583480834961 (7.216779041290283) | > loss_mel: 19.183425903320312 (18.625310134887695) | > loss_duration: 2.3175716400146484 (2.339023065567017) | > loss_1: 34.505271911621094 (34.087771606445315)  --> STEP: 6 | > loss_disc: 2.2164344787597656 (2.231315573056539) | > loss_disc_real_0: 0.15255290269851685 (0.14417505264282227) | > loss_disc_real_1: 0.17153695225715637 (0.166311743358771) | > loss_disc_real_2: 0.197381854057312 (0.1959714119633039) | > loss_disc_real_3: 0.32174381613731384 (0.25586357712745667) | > loss_disc_real_4: 0.2629584074020386 (0.258703517417113) | > loss_disc_real_5: 0.2551001012325287 (0.2512841150164604) | > loss_0: 2.2164344787597656 (2.231315573056539) | > loss_gen: 2.9928503036499023 (2.8444120486577353) | > loss_kl: 2.447683572769165 (2.984560489654541) | > loss_feat: 6.579164981842041 (7.110510031382243) | > loss_mel: 19.306943893432617 (18.738915761311848) | > loss_duration: 2.1666221618652344 (2.3102895816167197) | > loss_1: 33.49326705932617 (33.98868751525879)  --> STEP: 7 | > loss_disc: 1.9322447776794434 (2.188591173716954) | > loss_disc_real_0: 0.04158353805541992 (0.12951912198747909) | > loss_disc_real_1: 0.1175059974193573 (0.15933949393885477) | > loss_disc_real_2: 0.1394048035144806 (0.18789046789918626) | > loss_disc_real_3: 0.20528343319892883 (0.24863784228052413) | > loss_disc_real_4: 0.18310551345348358 (0.24790380256516592) | > loss_disc_real_5: 0.12516160309314728 (0.23326661331312998) | > loss_0: 1.9322447776794434 (2.188591173716954) | > loss_gen: 2.644044876098633 (2.8157881668635776) | > loss_kl: 2.757115602493286 (2.952068362917219) | > loss_feat: 7.293218612670898 (7.136611257280622) | > loss_mel: 20.918874740600586 (19.05033847263881) | > loss_duration: 2.5564727783203125 (2.345458609717233) | > loss_1: 36.16972351074219 (34.300264086042134)  --> STEP: 8 | > loss_disc: 2.468271255493164 (2.22355118393898) | > loss_disc_real_0: 0.20074233412742615 (0.13842202350497246) | > loss_disc_real_1: 0.20138181746006012 (0.16459478437900543) | > loss_disc_real_2: 0.19419877231121063 (0.18867900595068932) | > loss_disc_real_3: 0.28624922037124634 (0.2533392645418644) | > loss_disc_real_4: 0.210326686501503 (0.24320666305720806) | > loss_disc_real_5: 0.24090199172496796 (0.23422103561460972) | > loss_0: 2.468271255493164 (2.22355118393898) | > loss_gen: 2.586498498916626 (2.7871269583702087) | > loss_kl: 3.6071970462799072 (3.033959448337555) | > loss_feat: 9.407330513000488 (7.4204511642456055) | > loss_mel: 18.69620704650879 (19.00607204437256) | > loss_duration: 2.2015540599823 (2.327470541000366) | > loss_1: 36.49878692626953 (34.57507944107056)  --> STEP: 9 | > loss_disc: 2.4486777782440186 (2.248565249972873) | > loss_disc_real_0: 0.19497032463550568 (0.1447051680750317) | > loss_disc_real_1: 0.15937575697898865 (0.16401489244567025) | > loss_disc_real_2: 0.16669154167175293 (0.18623595436414084) | > loss_disc_real_3: 0.3349635899066925 (0.2624086340268453) | > loss_disc_real_4: 0.34697723388671875 (0.25473672648270923) | > loss_disc_real_5: 0.30570879578590393 (0.24216412007808685) | > loss_0: 2.4486777782440186 (2.248565249972873) | > loss_gen: 2.6808021068573 (2.7753130859798856) | > loss_kl: 2.307718276977539 (2.953265984853109) | > loss_feat: 6.917181968688965 (7.364532364739312) | > loss_mel: 19.148332595825195 (19.02187877231174) | > loss_duration: 2.105353832244873 (2.3027909066942005) | > loss_1: 33.15938949584961 (34.41778055826823)  --> STEP: 10 | > loss_disc: 2.3098134994506836 (2.254690074920654) | > loss_disc_real_0: 0.12468161433935165 (0.1427028127014637) | > loss_disc_real_1: 0.18891410529613495 (0.1665048137307167) | > loss_disc_real_2: 0.16911379992961884 (0.18452373892068863) | > loss_disc_real_3: 0.19172556698322296 (0.2553403273224831) | > loss_disc_real_4: 0.21107836067676544 (0.25037088990211487) | > loss_disc_real_5: 0.23726215958595276 (0.24167392402887344) | > loss_0: 2.3098134994506836 (2.254690074920654) | > loss_gen: 2.2247731685638428 (2.720259094238281) | > loss_kl: 2.417834997177124 (2.8997228860855104) | > loss_feat: 6.562084197998047 (7.284287548065185) | > loss_mel: 19.578187942504883 (19.077509689331055) | > loss_duration: 2.2473511695861816 (2.2972469329833984) | > loss_1: 33.03023147583008 (34.279025650024415)  --> STEP: 11 | > loss_disc: 2.4196434020996094 (2.269685831936923) | > loss_disc_real_0: 0.11862745881080627 (0.1405141441659494) | > loss_disc_real_1: 0.13571958243846893 (0.16370615634051236) | > loss_disc_real_2: 0.1765354871749878 (0.183797534216534) | > loss_disc_real_3: 0.3112972676753998 (0.26042732190002094) | > loss_disc_real_4: 0.31425371766090393 (0.2561784196983684) | > loss_disc_real_5: 0.27400726079940796 (0.2446133182807402) | > loss_0: 2.4196434020996094 (2.269685831936923) | > loss_gen: 2.454578399658203 (2.6961063038219106) | > loss_kl: 2.610229253768921 (2.8734052831476387) | > loss_feat: 6.739793300628662 (7.234788071025502) | > loss_mel: 18.116994857788086 (18.990190159190785) | > loss_duration: 2.3986597061157227 (2.3064662759954278) | > loss_1: 32.320255279541016 (34.1009556163441)  --> STEP: 12 | > loss_disc: 2.5099704265594482 (2.2897095481554666) | > loss_disc_real_0: 0.22667232155799866 (0.1476939922819535) | > loss_disc_real_1: 0.23542606830596924 (0.1696828156709671) | > loss_disc_real_2: 0.19853097200393677 (0.18502532069881758) | > loss_disc_real_3: 0.321833074092865 (0.26554446791609126) | > loss_disc_real_4: 0.3039858639240265 (0.2601623733838399) | > loss_disc_real_5: 0.25654497742652893 (0.24560762320955595) | > loss_0: 2.5099704265594482 (2.2897095481554666) | > loss_gen: 2.544417142868042 (2.683465540409088) | > loss_kl: 2.5540518760681152 (2.8467924992243447) | > loss_feat: 5.250351905822754 (7.069418390591939) | > loss_mel: 15.059985160827637 (18.662673075993855) | > loss_duration: 2.212588310241699 (2.298643112182617) | > loss_1: 27.621395111083984 (33.560992240905755)  --> STEP: 13 | > loss_disc: 2.2726023197174072 (2.2883936075063853) | > loss_disc_real_0: 0.21119189262390137 (0.15257844615441105) | > loss_disc_real_1: 0.20698551833629608 (0.17255225433753088) | > loss_disc_real_2: 0.1883050948381424 (0.18527761101722717) | > loss_disc_real_3: 0.2646446228027344 (0.26547524906121767) | > loss_disc_real_4: 0.2280282974243164 (0.2576905213869535) | > loss_disc_real_5: 0.22779078781604767 (0.2442370974100553) | > loss_0: 2.2726023197174072 (2.2883936075063853) | > loss_gen: 2.8990180492401123 (2.700046502626859) | > loss_kl: 2.8396360874176025 (2.8462420060084415) | > loss_feat: 7.546143054962158 (7.106089518620418) | > loss_mel: 16.35224723815918 (18.484948011545036) | > loss_duration: 2.1869516372680664 (2.2900514602661133) | > loss_1: 31.823993682861328 (33.42737696721003)  --> STEP: 14 | > loss_disc: 2.6729745864868164 (2.315863677433559) | > loss_disc_real_0: 0.17408952116966248 (0.15411495151264326) | > loss_disc_real_1: 0.2305111438035965 (0.17669217501367843) | > loss_disc_real_2: 0.21522656083106995 (0.18741682171821594) | > loss_disc_real_3: 0.3293933570384979 (0.27004082820245195) | > loss_disc_real_4: 0.293893426656723 (0.260276443191937) | > loss_disc_real_5: 0.3483205735683441 (0.2516716314213617) | > loss_0: 2.6729745864868164 (2.315863677433559) | > loss_gen: 2.437527894973755 (2.68129517350878) | > loss_kl: 3.627183675765991 (2.9020235538482666) | > loss_feat: 5.936577796936035 (7.022552967071533) | > loss_mel: 19.517208099365234 (18.558680874960764) | > loss_duration: 2.3642282485961914 (2.29534980228969) | > loss_1: 33.882728576660156 (33.45990208217076)  --> STEP: 15 | > loss_disc: 2.4315624237060547 (2.3235769271850586) | > loss_disc_real_0: 0.30009010434150696 (0.16384662836790084) | > loss_disc_real_1: 0.15020868182182312 (0.17492660880088806) | > loss_disc_real_2: 0.25604262948036194 (0.19199187556902567) | > loss_disc_real_3: 0.3264862298965454 (0.2738038549820582) | > loss_disc_real_4: 0.30775052309036255 (0.263441381851832) | > loss_disc_real_5: 0.285167932510376 (0.2539047181606293) | > loss_0: 2.4315624237060547 (2.3235769271850586) | > loss_gen: 3.2327723503112793 (2.718060318628947) | > loss_kl: 3.475933313369751 (2.9402842044830324) | > loss_feat: 7.151019096374512 (7.031117375691732) | > loss_mel: 17.40549087524414 (18.481801541646323) | > loss_duration: 2.325955867767334 (2.2973902066548666) | > loss_1: 33.59117126464844 (33.4686533610026)  --> STEP: 16 | > loss_disc: 2.5555226802825928 (2.3380735367536545) | > loss_disc_real_0: 0.2652430832386017 (0.17018390679731965) | > loss_disc_real_1: 0.14731504023075104 (0.1732008857652545) | > loss_disc_real_2: 0.24125456809997559 (0.19507079385221004) | > loss_disc_real_3: 0.3395752012729645 (0.27791456412523985) | > loss_disc_real_4: 0.28451552987098694 (0.2647585161030292) | > loss_disc_real_5: 0.22156913578510284 (0.2518837442621589) | > loss_0: 2.5555226802825928 (2.3380735367536545) | > loss_gen: 2.6033341884613037 (2.7108899354934692) | > loss_kl: 2.6813580989837646 (2.924101322889328) | > loss_feat: 5.851264476776123 (6.957376569509506) | > loss_mel: 17.303239822387695 (18.408141434192657) | > loss_duration: 2.372988224029541 (2.3021150827407837) | > loss_1: 30.812183380126953 (33.302623987197876)  --> STEP: 17 | > loss_disc: 2.5026378631591797 (2.3477537912480972) | > loss_disc_real_0: 0.11478880792856216 (0.16692537156974568) | > loss_disc_real_1: 0.21764057874679565 (0.17581498535240397) | > loss_disc_real_2: 0.27919188141822815 (0.20001909312079935) | > loss_disc_real_3: 0.3109128475189209 (0.2798556396189858) | > loss_disc_real_4: 0.3100071847438812 (0.26742020249366755) | > loss_disc_real_5: 0.3260122835636139 (0.25624424657400924) | > loss_0: 2.5026378631591797 (2.3477537912480972) | > loss_gen: 2.555446147918701 (2.7017461832831886) | > loss_kl: 2.147275924682617 (2.87840571123011) | > loss_feat: 5.245875358581543 (6.856700027690215) | > loss_mel: 16.92052459716797 (18.3206345614265) | > loss_duration: 2.4078617095947266 (2.3083354725557217) | > loss_1: 29.2769832611084 (33.06582159154556)  --> STEP: 18 | > loss_disc: 2.2980294227600098 (2.3449913263320923) | > loss_disc_real_0: 0.13602355122566223 (0.16520860377285215) | > loss_disc_real_1: 0.0894404724240303 (0.17101640130082765) | > loss_disc_real_2: 0.10951315611600876 (0.1949909855094221) | > loss_disc_real_3: 0.2109619826078415 (0.27602821422947776) | > loss_disc_real_4: 0.259470134973526 (0.2669785320758819) | > loss_disc_real_5: 0.27759504318237305 (0.25743040194114053) | > loss_0: 2.2980294227600098 (2.3449913263320923) | > loss_gen: 2.4324004650115967 (2.6867825322681003) | > loss_kl: 2.271209716796875 (2.844672600428263) | > loss_feat: 8.610477447509766 (6.954132106569078) | > loss_mel: 19.985641479492188 (18.41313494576348) | > loss_duration: 2.2539405822753906 (2.3053135342068143) | > loss_1: 35.55366897583008 (33.20403533511691)  --> STEP: 19 | > loss_disc: 2.643057346343994 (2.3606790115958765) | > loss_disc_real_0: 0.3007984757423401 (0.17234491282387784) | > loss_disc_real_1: 0.21009565889835358 (0.17307320433227638) | > loss_disc_real_2: 0.21705248951911926 (0.19615211729940615) | > loss_disc_real_3: 0.3028663098812103 (0.27744074557956894) | > loss_disc_real_4: 0.26121968030929565 (0.2666754346144826) | > loss_disc_real_5: 0.30229663848876953 (0.2597917828120684) | > loss_0: 2.643057346343994 (2.3606790115958765) | > loss_gen: 2.5380101203918457 (2.678952405327245) | > loss_kl: 2.147939682006836 (2.8080024468271354) | > loss_feat: 6.782745838165283 (6.945111776653089) | > loss_mel: 17.4776611328125 (18.363899481923955) | > loss_duration: 2.3436031341552734 (2.307328776309365) | > loss_1: 31.289958953857422 (33.103294472945365)  --> STEP: 20 | > loss_disc: 2.3927364349365234 (2.362281882762909) | > loss_disc_real_0: 0.18079012632369995 (0.17276717349886894) | > loss_disc_real_1: 0.15974202752113342 (0.17240664549171922) | > loss_disc_real_2: 0.2444167137145996 (0.19856534712016582) | > loss_disc_real_3: 0.24178136885166168 (0.27565777674317354) | > loss_disc_real_4: 0.20797087252140045 (0.26374020650982855) | > loss_disc_real_5: 0.2683870792388916 (0.26022154763340954) | > loss_0: 2.3927364349365234 (2.362281882762909) | > loss_gen: 2.425952672958374 (2.6663024187088014) | > loss_kl: 2.3481125831604004 (2.785007953643799) | > loss_feat: 5.855536460876465 (6.890633010864258) | > loss_mel: 19.3565673828125 (18.413532876968382) | > loss_duration: 2.300278663635254 (2.3069762706756594) | > loss_1: 32.28644943237305 (33.06245222091675)  --> STEP: 21 | > loss_disc: 2.379333734512329 (2.3630938757033575) | > loss_disc_real_0: 0.14573103189468384 (0.17147973818438395) | > loss_disc_real_1: 0.1756846159696579 (0.172562739324002) | > loss_disc_real_2: 0.23955190181732178 (0.2005170878200304) | > loss_disc_real_3: 0.24412134289741516 (0.27415604179813746) | > loss_disc_real_4: 0.2798745334148407 (0.26450850779101964) | > loss_disc_real_5: 0.2739872336387634 (0.26087705649080734) | > loss_0: 2.379333734512329 (2.3630938757033575) | > loss_gen: 2.5589540004730225 (2.6611905892690024) | > loss_kl: 2.4652769565582275 (2.7697826680682955) | > loss_feat: 5.092617034912109 (6.8050132024855845) | > loss_mel: 17.031023025512695 (18.34769907451811) | > loss_duration: 2.116647720336914 (2.2979130063738142) | > loss_1: 29.26451873779297 (32.8815982455299)  --> STEP: 22 | > loss_disc: 2.313039541244507 (2.3608186786825005) | > loss_disc_real_0: 0.1725773811340332 (0.17152963104573163) | > loss_disc_real_1: 0.11958523839712143 (0.1701546711000529) | > loss_disc_real_2: 0.20246639847755432 (0.20060569284991783) | > loss_disc_real_3: 0.2605886459350586 (0.27353934198617935) | > loss_disc_real_4: 0.3548944592475891 (0.2686169601299546) | > loss_disc_real_5: 0.2946952283382416 (0.26241424612023617) | > loss_0: 2.313039541244507 (2.3608186786825005) | > loss_gen: 2.8841443061828613 (2.671324849128723) | > loss_kl: 2.1607046127319336 (2.7420973019166426) | > loss_feat: 8.640155792236328 (6.8884287747469815) | > loss_mel: 17.905977249145508 (18.327620809728447) | > loss_duration: 2.1718640327453613 (2.292183507572521) | > loss_1: 33.76284408569336 (32.92165487462824)  --> STEP: 23 | > loss_disc: 2.362250804901123 (2.360880945039832) | > loss_disc_real_0: 0.19287274777889252 (0.1724575926428256) | > loss_disc_real_1: 0.19045358896255493 (0.17103723274624863) | > loss_disc_real_2: 0.23248545825481415 (0.20199176960665247) | > loss_disc_real_3: 0.2957184910774231 (0.2745036528162334) | > loss_disc_real_4: 0.2607326805591583 (0.26827416536600696) | > loss_disc_real_5: 0.29664546251296997 (0.263902559876442) | > loss_0: 2.362250804901123 (2.360880945039832) | > loss_gen: 3.048048973083496 (2.687704158865887) | > loss_kl: 2.5005998611450195 (2.7315974131874414) | > loss_feat: 6.638843536376953 (6.8775772426439366) | > loss_mel: 17.878267288208008 (18.30808370009712) | > loss_duration: 2.2379698753356934 (2.2898263931274414) | > loss_1: 32.30373001098633 (32.894788576209024)  --> STEP: 24 | > loss_disc: 2.5144944190979004 (2.367281506458918) | > loss_disc_real_0: 0.1631486415863037 (0.17206971968213716) | > loss_disc_real_1: 0.23598548769950867 (0.1737434100359678) | > loss_disc_real_2: 0.2228219360113144 (0.20285969320684671) | > loss_disc_real_3: 0.31663575768470764 (0.27625915718575317) | > loss_disc_real_4: 0.3326309323310852 (0.2709556973228852) | > loss_disc_real_5: 0.3233433663845062 (0.2663792601476113) | > loss_0: 2.5144944190979004 (2.367281506458918) | > loss_gen: 2.794590950012207 (2.6921577751636505) | > loss_kl: 2.0453455448150635 (2.7030035853385925) | > loss_feat: 7.187650680541992 (6.8904969692230225) | > loss_mel: 16.71299934387207 (18.241621851921078) | > loss_duration: 2.3986799716949463 (2.2943619589010873) | > loss_1: 31.139265060424805 (32.821641763051346)  --> STEP: 25 | > loss_disc: 2.3185088634490967 (2.3653306007385253) | > loss_disc_real_0: 0.15994809567928314 (0.171584854722023) | > loss_disc_real_1: 0.1889805942773819 (0.17435289740562435) | > loss_disc_real_2: 0.20786772668361664 (0.20306001454591752) | > loss_disc_real_3: 0.29289570450782776 (0.2769246190786362) | > loss_disc_real_4: 0.2793934941291809 (0.271293209195137) | > loss_disc_real_5: 0.23825839161872864 (0.265254425406456) | > loss_0: 2.3185088634490967 (2.3653306007385253) | > loss_gen: 2.8512237071990967 (2.6985204124450686) | > loss_kl: 2.689275026321411 (2.7024544429779054) | > loss_feat: 8.408474922180176 (6.951216087341309) | > loss_mel: 16.546646118164062 (18.173822822570795) | > loss_duration: 2.396756410598755 (2.2984577369689942) | > loss_1: 32.89237594604492 (32.82447113037109)  --> STEP: 26 | > loss_disc: 2.293440818786621 (2.3625656091249905) | > loss_disc_real_0: 0.09182584285736084 (0.168517200419536) | > loss_disc_real_1: 0.12800201773643494 (0.1725701712645017) | > loss_disc_real_2: 0.1799684315919876 (0.20217187673999712) | > loss_disc_real_3: 0.30101609230041504 (0.27785121420255077) | > loss_disc_real_4: 0.23013648390769958 (0.26971025822254324) | > loss_disc_real_5: 0.26883453130722046 (0.26539212178725463) | > loss_0: 2.293440818786621 (2.3625656091249905) | > loss_gen: 2.4548540115356445 (2.689148627794706) | > loss_kl: 2.1106510162353516 (2.6796927727185764) | > loss_feat: 13.25322151184082 (7.19360091136052) | > loss_mel: 19.58293342590332 (18.22801938423743) | > loss_duration: 2.2873878479003906 (2.298031972004817) | > loss_1: 39.689048767089844 (33.08849334716796) --> EVAL PERFORMANCE | > avg_loader_time: 0.002436280250549316 (-0.00011619237753061201) | > avg_loss_disc: 2.3625656091249905 (+0.003745418328505501) | > avg_loss_disc_real_0: 0.168517200419536 (+0.016914806113793285) | > avg_loss_disc_real_1: 0.1725701712645017 (-0.029488508804486363) | > avg_loss_disc_real_2: 0.20217187673999712 (+0.009952467508040935) | > avg_loss_disc_real_3: 0.27785121420255077 (+0.043969244337998925) | > avg_loss_disc_real_4: 0.26971025822254324 (+0.025516089338522646) | > avg_loss_disc_real_5: 0.26539212178725463 (+0.030430832734474778) | > avg_loss_0: 2.3625656091249905 (+0.003745418328505501) | > avg_loss_gen: 2.689148627794706 (+0.2591013954235959) | > avg_loss_kl: 2.6796927727185764 (+0.012545040020575993) | > avg_loss_feat: 7.19360091136052 (+0.5211857832395115) | > avg_loss_mel: 18.22801938423743 (+0.5230380571805497) | > avg_loss_duration: 2.298031972004817 (-0.012298721533555934) | > avg_loss_1: 33.08849334716796 (+1.3035711141732946)  > EPOCH: 388/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:06:14)   --> TIME: 2024-06-11 08:06:18 -- STEP: 9/330 -- GLOBAL_STEP: 216050 | > loss_disc: 2.3788070678710938 (2.36289726363288) | > loss_disc_real_0: 0.0968017727136612 (0.1055216093858083) | > loss_disc_real_1: 0.18932713568210602 (0.19196408655908373) | > loss_disc_real_2: 0.22413867712020874 (0.21854044000307718) | > loss_disc_real_3: 0.22820062935352325 (0.2323970446983973) | > loss_disc_real_4: 0.22027449309825897 (0.2371384021308687) | > loss_disc_real_5: 0.22256915271282196 (0.24161872267723083) | > loss_0: 2.3788070678710938 (2.36289726363288) | > grad_norm_0: tensor(15.2950, device='cuda:0') (tensor(8.3673, device='cuda:0')) | > loss_gen: 2.42699933052063 (2.4884492026435003) | > loss_kl: 2.040299654006958 (1.8892353375752766) | > loss_feat: 6.742268085479736 (6.812374750773112) | > loss_mel: 18.983612060546875 (18.70275836520725) | > loss_duration: 2.150022268295288 (2.178591675228543) | > loss_1: 32.34320068359375 (32.07140880160861) | > grad_norm_1: tensor(137.0843, device='cuda:0') (tensor(97.0647, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3586 (0.3551250563727485) | > loader_time: 0.0032 (0.003226041793823242)  --> TIME: 2024-06-11 08:06:27 -- STEP: 34/330 -- GLOBAL_STEP: 216075 | > loss_disc: 2.2746431827545166 (2.3353766132803524) | > loss_disc_real_0: 0.09301867336034775 (0.10951096827492994) | > loss_disc_real_1: 0.2124188393354416 (0.1951815919841037) | > loss_disc_real_2: 0.1893896460533142 (0.21255388286183863) | > loss_disc_real_3: 0.2457943558692932 (0.23102816588738384) | > loss_disc_real_4: 0.24571074545383453 (0.22904199230320313) | > loss_disc_real_5: 0.243909552693367 (0.2254996212089763) | > loss_0: 2.2746431827545166 (2.3353766132803524) | > grad_norm_0: tensor(21.3561, device='cuda:0') (tensor(14.1065, device='cuda:0')) | > loss_gen: 2.75009822845459 (2.50407996598412) | > loss_kl: 1.9526288509368896 (1.8925582731471342) | > loss_feat: 7.749549865722656 (6.995046236935784) | > loss_mel: 18.2474422454834 (18.42132299086627) | > loss_duration: 2.074249744415283 (2.0710464505588306) | > loss_1: 32.77396774291992 (31.884053735172046) | > grad_norm_1: tensor(343.9822, device='cuda:0') (tensor(159.4647, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3491 (0.35462692905874815) | > loader_time: 0.0032 (0.003237450824064367)  --> TIME: 2024-06-11 08:06:37 -- STEP: 59/330 -- GLOBAL_STEP: 216100 | > loss_disc: 2.277303695678711 (2.3388000100345936) | > loss_disc_real_0: 0.10451196134090424 (0.11108745659812022) | > loss_disc_real_1: 0.2185535877943039 (0.1990173241849673) | > loss_disc_real_2: 0.23135627806186676 (0.21116128538624715) | > loss_disc_real_3: 0.20079120993614197 (0.22986995946552793) | > loss_disc_real_4: 0.2330673485994339 (0.22869003324185389) | > loss_disc_real_5: 0.21772857010364532 (0.2226660910804393) | > loss_0: 2.277303695678711 (2.3388000100345936) | > grad_norm_0: tensor(15.2754, device='cuda:0') (tensor(18.5194, device='cuda:0')) | > loss_gen: 2.7103683948516846 (2.5094485040438372) | > loss_kl: 2.020413398742676 (1.8827513375524747) | > loss_feat: 7.729733467102051 (7.106019496917725) | > loss_mel: 17.90651512145996 (18.33441908884857) | > loss_duration: 1.9851819276809692 (2.0425295142804156) | > loss_1: 32.35221481323242 (31.875167943663516) | > grad_norm_1: tensor(452.6943, device='cuda:0') (tensor(210.5805, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3544 (0.3599020666995291) | > loader_time: 0.0035 (0.003494040440704863)  --> TIME: 2024-06-11 08:06:47 -- STEP: 84/330 -- GLOBAL_STEP: 216125 | > loss_disc: 2.479483127593994 (2.3302998826617283) | > loss_disc_real_0: 0.26754793524742126 (0.11430844815359228) | > loss_disc_real_1: 0.2043350487947464 (0.19655956381133624) | > loss_disc_real_2: 0.21154458820819855 (0.21052237582348643) | > loss_disc_real_3: 0.24723638594150543 (0.22771514881224858) | > loss_disc_real_4: 0.2576311230659485 (0.22814729206618808) | > loss_disc_real_5: 0.23507362604141235 (0.22070065921261198) | > loss_0: 2.479483127593994 (2.3302998826617283) | > grad_norm_0: tensor(71.1322, device='cuda:0') (tensor(25.7785, device='cuda:0')) | > loss_gen: 2.651944875717163 (2.5271167272613155) | > loss_kl: 1.838526964187622 (1.8944478361379533) | > loss_feat: 7.223809242248535 (7.180228426342919) | > loss_mel: 18.629976272583008 (18.311277730124345) | > loss_duration: 2.095930814743042 (2.0318166471662975) | > loss_1: 32.440189361572266 (31.944887365613663) | > grad_norm_1: tensor(369.9247, device='cuda:0') (tensor(256.4249, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3789 (0.36633385079247616) | > loader_time: 0.0039 (0.003561607428959438)  --> TIME: 2024-06-11 08:06:56 -- STEP: 109/330 -- GLOBAL_STEP: 216150 | > loss_disc: 2.304996967315674 (2.324592065373692) | > loss_disc_real_0: 0.09924567490816116 (0.11203459219648204) | > loss_disc_real_1: 0.20416542887687683 (0.19737439445399363) | > loss_disc_real_2: 0.19852040708065033 (0.21095788260118678) | > loss_disc_real_3: 0.23940031230449677 (0.22707910056507916) | > loss_disc_real_4: 0.26219436526298523 (0.2250264442841941) | > loss_disc_real_5: 0.19966700673103333 (0.21873869958820694) | > loss_0: 2.304996967315674 (2.324592065373692) | > grad_norm_0: tensor(19.5214, device='cuda:0') (tensor(25.6772, device='cuda:0')) | > loss_gen: 2.610475540161133 (2.5423964688537306) | > loss_kl: 1.9910786151885986 (1.8975858371192162) | > loss_feat: 7.152360439300537 (7.223339247047354) | > loss_mel: 18.349571228027344 (18.242503979884148) | > loss_duration: 1.9879374504089355 (2.0312945766186483) | > loss_1: 32.09142303466797 (31.937119982658178) | > grad_norm_1: tensor(272.8893, device='cuda:0') (tensor(275.5291, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3673 (0.36860491157671726) | > loader_time: 0.0048 (0.003644424840944623)  --> TIME: 2024-06-11 08:07:06 -- STEP: 134/330 -- GLOBAL_STEP: 216175 | > loss_disc: 2.3243870735168457 (2.3314441584829075) | > loss_disc_real_0: 0.10130801796913147 (0.11198201230657634) | > loss_disc_real_1: 0.1750354766845703 (0.1982751434196287) | > loss_disc_real_2: 0.21695104241371155 (0.2124920186044565) | > loss_disc_real_3: 0.21466559171676636 (0.22838230419959596) | > loss_disc_real_4: 0.23135700821876526 (0.2257245108485222) | > loss_disc_real_5: 0.2129449099302292 (0.21947891031628225) | > loss_0: 2.3243870735168457 (2.3314441584829075) | > grad_norm_0: tensor(38.7995, device='cuda:0') (tensor(26.2796, device='cuda:0')) | > loss_gen: 2.5311362743377686 (2.536328461632799) | > loss_kl: 2.013756036758423 (1.8946283762134724) | > loss_feat: 7.5803751945495605 (7.2268311514783266) | > loss_mel: 18.495887756347656 (18.266691321757296) | > loss_duration: 2.0474042892456055 (2.0333982946267755) | > loss_1: 32.66856002807617 (31.957877486499388) | > grad_norm_1: tensor(451.5667, device='cuda:0') (tensor(281.3257, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3672 (0.37115801626176975) | > loader_time: 0.004 (0.003730108488851519)  --> TIME: 2024-06-11 08:07:16 -- STEP: 159/330 -- GLOBAL_STEP: 216200 | > loss_disc: 2.397128105163574 (2.32916493985638) | > loss_disc_real_0: 0.09740321338176727 (0.11296020457579654) | > loss_disc_real_1: 0.18349909782409668 (0.1979497430272073) | > loss_disc_real_2: 0.235952690243721 (0.21285686955886818) | > loss_disc_real_3: 0.2432592511177063 (0.228289951318465) | > loss_disc_real_4: 0.24426254630088806 (0.22441437325012759) | > loss_disc_real_5: 0.21788834035396576 (0.21870606715949076) | > loss_0: 2.397128105163574 (2.32916493985638) | > grad_norm_0: tensor(25.7913, device='cuda:0') (tensor(27.9070, device='cuda:0')) | > loss_gen: 2.515657901763916 (2.5388629556451945) | > loss_kl: 2.013348340988159 (1.9051648078474608) | > loss_feat: 6.3761138916015625 (7.245043322725116) | > loss_mel: 16.92574691772461 (18.259240168445512) | > loss_duration: 2.0417943000793457 (2.0357073500471285) | > loss_1: 29.87265968322754 (31.98401852973602) | > grad_norm_1: tensor(510.6535, device='cuda:0') (tensor(296.5685, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3767 (0.3728190053184077) | > loader_time: 0.0049 (0.0038229354522513145)  --> TIME: 2024-06-11 08:07:26 -- STEP: 184/330 -- GLOBAL_STEP: 216225 | > loss_disc: 2.4329898357391357 (2.3339608207992883) | > loss_disc_real_0: 0.10963048040866852 (0.11438023501440235) | > loss_disc_real_1: 0.18639570474624634 (0.19846658716383195) | > loss_disc_real_2: 0.22520510852336884 (0.21244639579368674) | > loss_disc_real_3: 0.2520814836025238 (0.22840014577883744) | > loss_disc_real_4: 0.2419911026954651 (0.22539723875082057) | > loss_disc_real_5: 0.2535783648490906 (0.2195647322451291) | > loss_0: 2.4329898357391357 (2.3339608207992883) | > grad_norm_0: tensor(7.9694, device='cuda:0') (tensor(30.4828, device='cuda:0')) | > loss_gen: 2.531501293182373 (2.537032447431399) | > loss_kl: 1.927630066871643 (1.9082431339699288) | > loss_feat: 6.591291427612305 (7.2276749377665315) | > loss_mel: 17.310375213623047 (18.218123239019626) | > loss_duration: 2.059819459915161 (2.0415945240984787) | > loss_1: 30.420618057250977 (31.932668219441958) | > grad_norm_1: tensor(408.4357, device='cuda:0') (tensor(312.5128, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.3892 (0.3754711850829748) | > loader_time: 0.0048 (0.003943189330722975)  --> TIME: 2024-06-11 08:07:36 -- STEP: 209/330 -- GLOBAL_STEP: 216250 | > loss_disc: 2.262502431869507 (2.3359208700189167) | > loss_disc_real_0: 0.08447206020355225 (0.11623362141647978) | > loss_disc_real_1: 0.2030709981918335 (0.19827458219665095) | > loss_disc_real_2: 0.2061113566160202 (0.2123708313589461) | > loss_disc_real_3: 0.21609410643577576 (0.22815592358842424) | > loss_disc_real_4: 0.2332412451505661 (0.2259398553360022) | > loss_disc_real_5: 0.21270747482776642 (0.22005609255373193) | > loss_0: 2.262502431869507 (2.3359208700189167) | > grad_norm_0: tensor(79.0262, device='cuda:0') (tensor(32.5647, device='cuda:0')) | > loss_gen: 2.4472241401672363 (2.5360134275336024) | > loss_kl: 1.9609798192977905 (1.9114276512958217) | > loss_feat: 6.915594577789307 (7.229173071646804) | > loss_mel: 18.084705352783203 (18.188398954400594) | > loss_duration: 2.1258456707000732 (2.0486517722526805) | > loss_1: 31.53434944152832 (31.913664813247028) | > grad_norm_1: tensor(566.5476, device='cuda:0') (tensor(320.7502, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.4102 (0.3785340055894625) | > loader_time: 0.0055 (0.004078114432010927)  --> TIME: 2024-06-11 08:07:46 -- STEP: 234/330 -- GLOBAL_STEP: 216275 | > loss_disc: 2.409323215484619 (2.337515521253275) | > loss_disc_real_0: 0.10251693427562714 (0.11639518029669411) | > loss_disc_real_1: 0.18665580451488495 (0.19857197445936697) | > loss_disc_real_2: 0.22328980267047882 (0.21254115558078146) | > loss_disc_real_3: 0.22793550789356232 (0.22806525338664016) | > loss_disc_real_4: 0.21978351473808289 (0.22576650091980258) | > loss_disc_real_5: 0.240469828248024 (0.22000383095354095) | > loss_0: 2.409323215484619 (2.337515521253275) | > grad_norm_0: tensor(30.1559, device='cuda:0') (tensor(32.8581, device='cuda:0')) | > loss_gen: 2.335892677307129 (2.5298201609880504) | > loss_kl: 1.8385719060897827 (1.9069969205774813) | > loss_feat: 6.396921634674072 (7.21490496244186) | > loss_mel: 17.230106353759766 (18.13441289591992) | > loss_duration: 2.1294479370117188 (2.0568809381917) | > loss_1: 29.930938720703125 (31.843015833797622) | > grad_norm_1: tensor(410.7960, device='cuda:0') (tensor(322.1998, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.4159 (0.38176708955031186) | > loader_time: 0.0052 (0.004214368314824555)  --> TIME: 2024-06-11 08:07:57 -- STEP: 259/330 -- GLOBAL_STEP: 216300 | > loss_disc: 2.440803289413452 (2.339425729508565) | > loss_disc_real_0: 0.15115734934806824 (0.1170270262307642) | > loss_disc_real_1: 0.2156982570886612 (0.1986678816291817) | > loss_disc_real_2: 0.23753514885902405 (0.21325096591559156) | > loss_disc_real_3: 0.24765360355377197 (0.22820296325508696) | > loss_disc_real_4: 0.22514133155345917 (0.2259898802488467) | > loss_disc_real_5: 0.22799505293369293 (0.21970354826063723) | > loss_0: 2.440803289413452 (2.339425729508565) | > grad_norm_0: tensor(17.5933, device='cuda:0') (tensor(32.5676, device='cuda:0')) | > loss_gen: 2.3880462646484375 (2.527240108799291) | > loss_kl: 1.9238739013671875 (1.9078014918736048) | > loss_feat: 7.208371639251709 (7.221238324080655) | > loss_mel: 17.639175415039062 (18.105139618214483) | > loss_duration: 2.1654043197631836 (2.063849194629774) | > loss_1: 31.324871063232422 (31.825268719647383) | > grad_norm_1: tensor(115.9938, device='cuda:0') (tensor(327.2849, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.4164 (0.38582915781087407) | > loader_time: 0.0055 (0.004353352034874407)  --> TIME: 2024-06-11 08:08:09 -- STEP: 284/330 -- GLOBAL_STEP: 216325 | > loss_disc: 2.355320930480957 (2.3391375432551738) | > loss_disc_real_0: 0.13656583428382874 (0.11750348245488926) | > loss_disc_real_1: 0.20184196531772614 (0.1987721378534613) | > loss_disc_real_2: 0.20173005759716034 (0.21289444630834417) | > loss_disc_real_3: 0.2535869777202606 (0.22811266800887148) | > loss_disc_real_4: 0.25747430324554443 (0.22592182195102664) | > loss_disc_real_5: 0.24548828601837158 (0.21955719595433962) | > loss_0: 2.355320930480957 (2.3391375432551738) | > grad_norm_0: tensor(56.0894, device='cuda:0') (tensor(33.7242, device='cuda:0')) | > loss_gen: 2.576364755630493 (2.526237730409059) | > loss_kl: 1.9025275707244873 (1.9123629096528174) | > loss_feat: 7.9770660400390625 (7.226218869988351) | > loss_mel: 18.548980712890625 (18.07703059156175) | > loss_duration: 2.1670193672180176 (2.072551826775915) | > loss_1: 33.171958923339844 (31.814401922091633) | > grad_norm_1: tensor(476.9899, device='cuda:0') (tensor(336.6297, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.4612 (0.3909963604430079) | > loader_time: 0.0061 (0.004515963540950293)  --> TIME: 2024-06-11 08:08:21 -- STEP: 309/330 -- GLOBAL_STEP: 216350 | > loss_disc: 2.3218612670898438 (2.3438139895405192) | > loss_disc_real_0: 0.08373308926820755 (0.11933191330398171) | > loss_disc_real_1: 0.2216968685388565 (0.1991714025006711) | > loss_disc_real_2: 0.2391953319311142 (0.2135496539784095) | > loss_disc_real_3: 0.2345094382762909 (0.22815468897711497) | > loss_disc_real_4: 0.2259872406721115 (0.2259703485421764) | > loss_disc_real_5: 0.2012282907962799 (0.21962331611554603) | > loss_0: 2.3218612670898438 (2.3438139895405192) | > grad_norm_0: tensor(51.0336, device='cuda:0') (tensor(35.9436, device='cuda:0')) | > loss_gen: 2.451399326324463 (2.5260714427552955) | > loss_kl: 1.857835292816162 (1.9126004933539331) | > loss_feat: 8.336166381835938 (7.252421727844044) | > loss_mel: 17.83894920349121 (18.031415513418235) | > loss_duration: 2.2383947372436523 (2.083747906592285) | > loss_1: 32.72274398803711 (31.806257087435924) | > grad_norm_1: tensor(393.6972, device='cuda:0') (tensor(346.8122, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.5152 (0.3981608387721783) | > loader_time: 0.0084 (0.004713039953731797)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.480147123336792 (2.480147123336792) | > loss_disc_real_0: 0.23511812090873718 (0.23511812090873718) | > loss_disc_real_1: 0.21974706649780273 (0.21974706649780273) | > loss_disc_real_2: 0.28871068358421326 (0.28871068358421326) | > loss_disc_real_3: 0.285134881734848 (0.285134881734848) | > loss_disc_real_4: 0.2607111632823944 (0.2607111632823944) | > loss_disc_real_5: 0.20864669978618622 (0.20864669978618622) | > loss_0: 2.480147123336792 (2.480147123336792) | > loss_gen: 2.5337026119232178 (2.5337026119232178) | > loss_kl: 2.304030418395996 (2.304030418395996) | > loss_feat: 5.785011291503906 (5.785011291503906) | > loss_mel: 14.785259246826172 (14.785259246826172) | > loss_duration: 2.931830883026123 (2.931830883026123) | > loss_1: 28.33983612060547 (28.33983612060547)  --> STEP: 1 | > loss_disc: 2.1343843936920166 (2.1343843936920166) | > loss_disc_real_0: 0.1927468478679657 (0.1927468478679657) | > loss_disc_real_1: 0.15949313342571259 (0.15949313342571259) | > loss_disc_real_2: 0.19172821938991547 (0.19172821938991547) | > loss_disc_real_3: 0.23643723130226135 (0.23643723130226135) | > loss_disc_real_4: 0.18501774966716766 (0.18501774966716766) | > loss_disc_real_5: 0.1979820728302002 (0.1979820728302002) | > loss_0: 2.1343843936920166 (2.1343843936920166) | > loss_gen: 2.565717935562134 (2.565717935562134) | > loss_kl: 2.4293789863586426 (2.4293789863586426) | > loss_feat: 5.255290985107422 (5.255290985107422) | > loss_mel: 19.794509887695312 (19.794509887695312) | > loss_duration: 2.45560884475708 (2.45560884475708) | > loss_1: 32.50050735473633 (32.50050735473633)  --> STEP: 2 | > loss_disc: 2.5617165565490723 (2.3480504751205444) | > loss_disc_real_0: 0.12950950860977173 (0.1611281782388687) | > loss_disc_real_1: 0.22376416623592377 (0.19162864983081818) | > loss_disc_real_2: 0.2281864732503891 (0.20995734632015228) | > loss_disc_real_3: 0.2756817042827606 (0.256059467792511) | > loss_disc_real_4: 0.23961585760116577 (0.21231680363416672) | > loss_disc_real_5: 0.28742462396621704 (0.24270334839820862) | > loss_0: 2.5617165565490723 (2.3480504751205444) | > loss_gen: 2.524529218673706 (2.54512357711792) | > loss_kl: 2.4833154678344727 (2.4563472270965576) | > loss_feat: 6.196056365966797 (5.725673675537109) | > loss_mel: 19.647045135498047 (19.72077751159668) | > loss_duration: 2.411224126815796 (2.433416485786438) | > loss_1: 33.262168884277344 (32.881338119506836)  --> STEP: 3 | > loss_disc: 2.1020636558532715 (2.26605486869812) | > loss_disc_real_0: 0.10145800560712814 (0.1412381206949552) | > loss_disc_real_1: 0.13243353366851807 (0.1718969444433848) | > loss_disc_real_2: 0.26609039306640625 (0.22866836190223694) | > loss_disc_real_3: 0.2888834476470947 (0.26700079441070557) | > loss_disc_real_4: 0.24440547823905945 (0.2230130285024643) | > loss_disc_real_5: 0.2783390283584595 (0.2545819083849589) | > loss_0: 2.1020636558532715 (2.26605486869812) | > loss_gen: 3.0650594234466553 (2.718435525894165) | > loss_kl: 2.6983835697174072 (2.5370260079701743) | > loss_feat: 7.652311325073242 (6.367886225382487) | > loss_mel: 19.010927200317383 (19.484160741170246) | > loss_duration: 2.3232483863830566 (2.396693785985311) | > loss_1: 34.74993133544922 (33.50420252482096)  --> STEP: 4 | > loss_disc: 2.274717330932617 (2.2682204842567444) | > loss_disc_real_0: 0.13860920071601868 (0.14058089070022106) | > loss_disc_real_1: 0.20533549785614014 (0.18025658279657364) | > loss_disc_real_2: 0.29926005005836487 (0.24631628394126892) | > loss_disc_real_3: 0.21512292325496674 (0.25403132662177086) | > loss_disc_real_4: 0.21583636105060577 (0.22121886163949966) | > loss_disc_real_5: 0.21035435795783997 (0.24352502077817917) | > loss_0: 2.274717330932617 (2.2682204842567444) | > loss_gen: 2.778630495071411 (2.7334842681884766) | > loss_kl: 2.8684184551239014 (2.619874119758606) | > loss_feat: 8.086592674255371 (6.797562837600708) | > loss_mel: 16.32961082458496 (18.695523262023926) | > loss_duration: 2.2544384002685547 (2.361129939556122) | > loss_1: 32.317691802978516 (33.20757484436035)  --> STEP: 5 | > loss_disc: 2.264227867126465 (2.2674219608306885) | > loss_disc_real_0: 0.13281309604644775 (0.1390273317694664) | > loss_disc_real_1: 0.20142993330955505 (0.18449125289916993) | > loss_disc_real_2: 0.16976891458034515 (0.23100681006908416) | > loss_disc_real_3: 0.2678598463535309 (0.25679703056812286) | > loss_disc_real_4: 0.21735480427742004 (0.22044605016708374) | > loss_disc_real_5: 0.22268955409526825 (0.23935792744159698) | > loss_0: 2.264227867126465 (2.2674219608306885) | > loss_gen: 2.5603432655334473 (2.698856067657471) | > loss_kl: 2.630955696105957 (2.6220904350280763) | > loss_feat: 6.5740275382995605 (6.7528557777404785) | > loss_mel: 19.86443519592285 (18.929305648803712) | > loss_duration: 2.3411786556243896 (2.3571396827697755) | > loss_1: 33.97093963623047 (33.36024780273438)  --> STEP: 6 | > loss_disc: 2.6308581829071045 (2.3279946645100913) | > loss_disc_real_0: 0.21978425979614258 (0.15248681977391243) | > loss_disc_real_1: 0.17812298238277435 (0.18342987447977066) | > loss_disc_real_2: 0.2798822522163391 (0.23915271709362665) | > loss_disc_real_3: 0.3019006550312042 (0.26431430131196976) | > loss_disc_real_4: 0.23962508141994476 (0.22364255537589392) | > loss_disc_real_5: 0.2680920660495758 (0.2441469505429268) | > loss_0: 2.6308581829071045 (2.3279946645100913) | > loss_gen: 2.3350777626037598 (2.638226350148519) | > loss_kl: 2.1608633995056152 (2.5452192624409995) | > loss_feat: 4.827269554138184 (6.43192474047343) | > loss_mel: 19.268526077270508 (18.98584238688151) | > loss_duration: 2.127467393875122 (2.318860967954) | > loss_1: 30.71920394897461 (32.92007382710775)  --> STEP: 7 | > loss_disc: 2.4515740871429443 (2.345648867743356) | > loss_disc_real_0: 0.27530747652053833 (0.17003262788057327) | > loss_disc_real_1: 0.21040943264961243 (0.18728409707546234) | > loss_disc_real_2: 0.29071810841560364 (0.2465192015681948) | > loss_disc_real_3: 0.30347490310668945 (0.2699086729969297) | > loss_disc_real_4: 0.24136914312839508 (0.22617492505482265) | > loss_disc_real_5: 0.27754199504852295 (0.2489176711865834) | > loss_0: 2.4515740871429443 (2.345648867743356) | > loss_gen: 2.8920202255249023 (2.674482618059431) | > loss_kl: 3.561681032180786 (2.6904280866895403) | > loss_feat: 6.841606140136719 (6.490450654711042) | > loss_mel: 17.000869750976562 (18.702274867466517) | > loss_duration: 2.4667141437530518 (2.3399828502110074) | > loss_1: 32.76288986206055 (32.89761897495815)  --> STEP: 8 | > loss_disc: 2.1780948638916016 (2.3247046172618866) | > loss_disc_real_0: 0.22815372049808502 (0.17729776445776224) | > loss_disc_real_1: 0.1595769226551056 (0.18382070027291775) | > loss_disc_real_2: 0.2052190899848938 (0.24135668762028217) | > loss_disc_real_3: 0.29522672295570374 (0.27307342924177647) | > loss_disc_real_4: 0.1990654021501541 (0.22278623469173908) | > loss_disc_real_5: 0.1767902374267578 (0.2399017419666052) | > loss_0: 2.1780948638916016 (2.3247046172618866) | > loss_gen: 2.8797152042388916 (2.7001366913318634) | > loss_kl: 2.841188669204712 (2.7092731595039368) | > loss_feat: 7.607274532318115 (6.630053639411926) | > loss_mel: 18.76218032836914 (18.709763050079346) | > loss_duration: 2.1990292072296143 (2.322363644838333) | > loss_1: 34.28938674926758 (33.071589946746826)  --> STEP: 9 | > loss_disc: 2.2784576416015625 (2.3195660644107394) | > loss_disc_real_0: 0.23172706365585327 (0.18334546436866125) | > loss_disc_real_1: 0.15598127245903015 (0.18072743051581913) | > loss_disc_real_2: 0.24372237920761108 (0.2416195422410965) | > loss_disc_real_3: 0.223441481590271 (0.2675587683916092) | > loss_disc_real_4: 0.15567852556705475 (0.21532982256677416) | > loss_disc_real_5: 0.23709876835346222 (0.23959030045403373) | > loss_0: 2.2784576416015625 (2.3195660644107394) | > loss_gen: 2.7938661575317383 (2.710551076465183) | > loss_kl: 2.4483842849731445 (2.680285506778293) | > loss_feat: 11.403573989868164 (7.16044478946262) | > loss_mel: 19.065284729003906 (18.74926545884874) | > loss_duration: 2.1655287742614746 (2.304937548107571) | > loss_1: 37.87663650512695 (33.60548400878906)  --> STEP: 10 | > loss_disc: 2.212909698486328 (2.3089004278182985) | > loss_disc_real_0: 0.1461283266544342 (0.17962375059723854) | > loss_disc_real_1: 0.16691063344478607 (0.17934575080871581) | > loss_disc_real_2: 0.273821622133255 (0.24483975023031235) | > loss_disc_real_3: 0.31257712841033936 (0.27206060439348223) | > loss_disc_real_4: 0.21385762095451355 (0.2151826024055481) | > loss_disc_real_5: 0.20253834128379822 (0.2358851045370102) | > loss_0: 2.212909698486328 (2.3089004278182985) | > loss_gen: 2.746363401412964 (2.714132308959961) | > loss_kl: 2.370260715484619 (2.649283027648926) | > loss_feat: 7.628291130065918 (7.207229423522949) | > loss_mel: 18.085201263427734 (18.682859039306642) | > loss_duration: 2.298719882965088 (2.304315781593323) | > loss_1: 33.12883758544922 (33.55781936645508)  --> STEP: 11 | > loss_disc: 2.4256675243377686 (2.3195156184109775) | > loss_disc_real_0: 0.21979868412017822 (0.18327601728114215) | > loss_disc_real_1: 0.2390093058347702 (0.18476971035653894) | > loss_disc_real_2: 0.3403608500957489 (0.2535234865817157) | > loss_disc_real_3: 0.2948787212371826 (0.2741349786520004) | > loss_disc_real_4: 0.18536509573459625 (0.2124719199809161) | > loss_disc_real_5: 0.23954614996910095 (0.23621792684901843) | > loss_0: 2.4256675243377686 (2.3195156184109775) | > loss_gen: 2.996969223022461 (2.7398447556929155) | > loss_kl: 3.218797445297241 (2.7010570656169546) | > loss_feat: 7.109186172485352 (7.19831640070135) | > loss_mel: 17.494565963745117 (18.574832396073774) | > loss_duration: 2.440993309020996 (2.316741011359475) | > loss_1: 33.26051330566406 (33.530791542746805)  --> STEP: 12 | > loss_disc: 2.4466028213500977 (2.3301062186559043) | > loss_disc_real_0: 0.14327001571655273 (0.17994218381742635) | > loss_disc_real_1: 0.2296806424856186 (0.18851228803396225) | > loss_disc_real_2: 0.2833620011806488 (0.25601002946496015) | > loss_disc_real_3: 0.2899804413318634 (0.27545543387532234) | > loss_disc_real_4: 0.24433256685733795 (0.2151269738872846) | > loss_disc_real_5: 0.3112677037715912 (0.2424720749258995) | > loss_0: 2.4466028213500977 (2.3301062186559043) | > loss_gen: 2.8324899673461914 (2.747565189997355) | > loss_kl: 2.850623846054077 (2.713520963986715) | > loss_feat: 6.383835315704346 (7.130442976951599) | > loss_mel: 19.575050354003906 (18.65818389256795) | > loss_duration: 2.2485060691833496 (2.3110547661781315) | > loss_1: 33.8905029296875 (33.56076749165853)  --> STEP: 13 | > loss_disc: 2.4488883018493652 (2.339243301978478) | > loss_disc_real_0: 0.1868153214454651 (0.18047088671189088) | > loss_disc_real_1: 0.22682839632034302 (0.19145968097906846) | > loss_disc_real_2: 0.3215305209159851 (0.2610500672688852) | > loss_disc_real_3: 0.31430336833000183 (0.27844373652568233) | > loss_disc_real_4: 0.1542503982782364 (0.21044416037889627) | > loss_disc_real_5: 0.1844509094953537 (0.23800890835431907) | > loss_0: 2.4488883018493652 (2.339243301978478) | > loss_gen: 2.6309661865234375 (2.738596035883977) | > loss_kl: 2.8165829181671143 (2.7214488066159763) | > loss_feat: 6.993884086608887 (7.119938446925237) | > loss_mel: 17.29439353942871 (18.553276942326473) | > loss_duration: 2.224562168121338 (2.3044014894045324) | > loss_1: 31.96038818359375 (33.43766139103816)  --> STEP: 14 | > loss_disc: 2.5011162757873535 (2.3508056572505405) | > loss_disc_real_0: 0.2082543969154358 (0.18245542315500124) | > loss_disc_real_1: 0.146942138671875 (0.18827985652855464) | > loss_disc_real_2: 0.33652183413505554 (0.26644090775932594) | > loss_disc_real_3: 0.2740407884120941 (0.2781292402318546) | > loss_disc_real_4: 0.2642176151275635 (0.2142851214323725) | > loss_disc_real_5: 0.302153080701828 (0.2425906349505697) | > loss_0: 2.5011162757873535 (2.3508056572505405) | > loss_gen: 2.686802625656128 (2.7348965065819875) | > loss_kl: 3.8060827255249023 (2.7989226579666138) | > loss_feat: 6.719645023345947 (7.091346059526716) | > loss_mel: 18.438222885131836 (18.545058795383998) | > loss_duration: 2.3405377864837646 (2.306982653481621) | > loss_1: 33.99129104614258 (33.47720636640276)  --> STEP: 15 | > loss_disc: 2.3920156955718994 (2.353552993138631) | > loss_disc_real_0: 0.25227540731430054 (0.18711008876562119) | > loss_disc_real_1: 0.15886637568473816 (0.18631895780563354) | > loss_disc_real_2: 0.28035861253738403 (0.26736875474452987) | > loss_disc_real_3: 0.3137688934803009 (0.2805052171150843) | > loss_disc_real_4: 0.2180672436952591 (0.21453726291656494) | > loss_disc_real_5: 0.21845906972885132 (0.24098186393578847) | > loss_0: 2.3920156955718994 (2.353552993138631) | > loss_gen: 2.725419759750366 (2.7342647234598796) | > loss_kl: 3.4043169021606445 (2.839282274246216) | > loss_feat: 7.708876609802246 (7.132514762878418) | > loss_mel: 17.783275604248047 (18.494273249308268) | > loss_duration: 2.3275771141052246 (2.3083556175231945) | > loss_1: 33.949466705322266 (33.508690388997394)  --> STEP: 16 | > loss_disc: 2.577316999435425 (2.367538243532181) | > loss_disc_real_0: 0.12827694416046143 (0.1834330172277987) | > loss_disc_real_1: 0.2100650668144226 (0.18780308961868286) | > loss_disc_real_2: 0.266909658908844 (0.2673400612547995) | > loss_disc_real_3: 0.3035297393798828 (0.28194424975663424) | > loss_disc_real_4: 0.1954508125782013 (0.2133443597704172) | > loss_disc_real_5: 0.2757563889026642 (0.2431552717462182) | > loss_0: 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(7.05137648301966) | > loss_mel: 17.893972396850586 (18.39491496366613) | > loss_duration: 2.452692985534668 (2.3191334780524766) | > loss_1: 32.1946907043457 (33.2768596200382)  --> STEP: 18 | > loss_disc: 1.8651366233825684 (2.356172217263116) | > loss_disc_real_0: 0.11404192447662354 (0.18121224683192041) | > loss_disc_real_1: 0.14111441373825073 (0.18745731148454878) | > loss_disc_real_2: 0.2837890088558197 (0.27087605744600307) | > loss_disc_real_3: 0.16404728591442108 (0.2824561778042052) | > loss_disc_real_4: 0.12317992001771927 (0.2127215469049083) | > loss_disc_real_5: 0.10473062098026276 (0.24242750969198015) | > loss_0: 1.8651366233825684 (2.356172217263116) | > loss_gen: 3.003716230392456 (2.7403610812293158) | > loss_kl: 2.1952569484710693 (2.7537148793538413) | > loss_feat: 11.57932186126709 (7.302929004033406) | > loss_mel: 21.188291549682617 (18.550102551778156) | > loss_duration: 2.2378242015838623 (2.3146162960264425) | > loss_1: 40.204410552978516 (33.66172356075711)  --> STEP: 19 | > loss_disc: 2.29006028175354 (2.35269264170998) | > loss_disc_real_0: 0.14638206362724304 (0.17937907929483213) | > loss_disc_real_1: 0.20783327519893646 (0.1885297306274113) | > loss_disc_real_2: 0.22516140341758728 (0.26847002302345485) | > loss_disc_real_3: 0.30457115173339844 (0.28362012380047846) | > loss_disc_real_4: 0.19154460728168488 (0.21160697113526494) | > loss_disc_real_5: 0.21351328492164612 (0.24090570838827835) | > loss_0: 2.29006028175354 (2.35269264170998) | > loss_gen: 2.5891289710998535 (2.73240149648566) | > loss_kl: 2.018556594848633 (2.7150223380640934) | > loss_feat: 6.487130641937256 (7.259992248133609) | > loss_mel: 18.70803451538086 (18.558414760388825) | > loss_duration: 2.3181943893432617 (2.314804616727328) | > loss_1: 32.12104415893555 (33.58063517118755)  --> STEP: 20 | > loss_disc: 2.3609344959259033 (2.3531047344207763) | > loss_disc_real_0: 0.26574844121932983 (0.183697547391057) | > loss_disc_real_1: 0.16660432517528534 (0.187433460354805) | > loss_disc_real_2: 0.22728995978832245 (0.26641101986169824) | > loss_disc_real_3: 0.24321675300598145 (0.28159995526075365) | > loss_disc_real_4: 0.22957877814769745 (0.21250556148588656) | > loss_disc_real_5: 0.22923623025417328 (0.2403222344815731) | > loss_0: 2.3609344959259033 (2.3531047344207763) | > loss_gen: 2.8124165534973145 (2.7364022493362428) | > loss_kl: 2.4171109199523926 (2.7001267671585083) | > loss_feat: 7.307506561279297 (7.2623679637908936) | > loss_mel: 19.602867126464844 (18.610637378692626) | > loss_duration: 2.268402576446533 (2.312484514713288) | > loss_1: 34.408302307128906 (33.62201852798462)  --> STEP: 21 | > loss_disc: 2.1565427780151367 (2.343744641258603) | > loss_disc_real_0: 0.2008458524942398 (0.18451413334835143) | > loss_disc_real_1: 0.20142818987369537 (0.18809987604618073) | > loss_disc_real_2: 0.14253060519695282 (0.2605119524967104) | > loss_disc_real_3: 0.3481502830982208 (0.2847690184911092) | > loss_disc_real_4: 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(18.218781181003735) | > loss_duration: 2.267496109008789 (2.2952868523805043) | > loss_1: 28.190176010131836 (32.92567460433297)  --> STEP: 24 | > loss_disc: 2.6917309761047363 (2.359522064526876) | > loss_disc_real_0: 0.23909759521484375 (0.1846582849199573) | > loss_disc_real_1: 0.2756209373474121 (0.19007660324374834) | > loss_disc_real_2: 0.3140321969985962 (0.2638260070234538) | > loss_disc_real_3: 0.3128545880317688 (0.2844006735831499) | > loss_disc_real_4: 0.28681427240371704 (0.21486135168621937) | > loss_disc_real_5: 0.26966753602027893 (0.23944831701616445) | > loss_0: 2.6917309761047363 (2.359522064526876) | > loss_gen: 2.7186617851257324 (2.714829017718633) | > loss_kl: 2.4058749675750732 (2.6007177929083505) | > loss_feat: 7.540994167327881 (7.106640199820201) | > loss_mel: 16.54985237121582 (18.149242480595905) | > loss_duration: 2.368273973464966 (2.29832798242569) | > loss_1: 31.58365821838379 (32.86975725491842)  --> STEP: 25 | > loss_disc: 2.4951395988464355 (2.364946765899658) | > loss_disc_real_0: 0.14528627693653107 (0.18308340460062028) | > loss_disc_real_1: 0.1786787062883377 (0.18962068736553192) | > loss_disc_real_2: 0.3283308446407318 (0.26640620052814495) | > loss_disc_real_3: 0.3081066310405731 (0.28534891188144684) | > loss_disc_real_4: 0.18156595528125763 (0.2135295358300209) | > loss_disc_real_5: 0.26339706778526306 (0.2404062670469284) | > loss_0: 2.4951395988464355 (2.364946765899658) | > loss_gen: 2.4214234352111816 (2.703092794418335) | > loss_kl: 2.7722043991088867 (2.6075772571563722) | > loss_feat: 5.653580665588379 (7.048517818450928) | > loss_mel: 16.53348731994629 (18.08461227416992) | > loss_duration: 2.366240978240967 (2.3010445022583013) | > loss_1: 29.746936798095703 (32.74484443664551)  --> STEP: 26 | > loss_disc: 2.345425605773926 (2.3641959520486684) | > loss_disc_real_0: 0.16432198882102966 (0.18236181168602064) | > loss_disc_real_1: 0.09875374287366867 (0.18612580488507563) | > loss_disc_real_2: 0.19503696262836456 (0.26366122983969187) | > loss_disc_real_3: 0.31091049313545227 (0.2863320496219855) | > loss_disc_real_4: 0.2091534584760666 (0.21336122516256112) | > loss_disc_real_5: 0.3331388235092163 (0.2439729038339395) | > loss_0: 2.345425605773926 (2.3641959520486684) | > loss_gen: 2.4333863258361816 (2.6927194687036367) | > loss_kl: 2.5335865020751953 (2.604731458884019) | > loss_feat: 11.243038177490234 (7.209845524567824) | > loss_mel: 19.373493194580078 (18.13418461726262) | > loss_duration: 2.3041679859161377 (2.301164636245141) | > loss_1: 37.887672424316406 (32.94264551309439) --> EVAL PERFORMANCE | > avg_loader_time: 0.002466724469111516 (+3.0444218562200153e-05) | > avg_loss_disc: 2.3641959520486684 (+0.0016303429236779188) | > avg_loss_disc_real_0: 0.18236181168602064 (+0.013844611266484647) | > avg_loss_disc_real_1: 0.18612580488507563 (+0.013555633620573937) | > avg_loss_disc_real_2: 0.26366122983969187 (+0.06148935309969475) | > avg_loss_disc_real_3: 0.2863320496219855 (+0.008480835419434729) | > avg_loss_disc_real_4: 0.21336122516256112 (-0.05634903305998212) | > avg_loss_disc_real_5: 0.2439729038339395 (-0.02141921795331514) | > avg_loss_0: 2.3641959520486684 (+0.0016303429236779188) | > avg_loss_gen: 2.6927194687036367 (+0.0035708409089307835) | > avg_loss_kl: 2.604731458884019 (-0.07496131383455751) | > avg_loss_feat: 7.209845524567824 (+0.01624461320730397) | > avg_loss_mel: 18.13418461726262 (-0.09383476697481186) | > avg_loss_duration: 2.301164636245141 (+0.00313266424032399) | > avg_loss_1: 32.94264551309439 (-0.14584783407357094)  > EPOCH: 389/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:08:53)   --> TIME: 2024-06-11 08:08:55 -- STEP: 4/330 -- GLOBAL_STEP: 216375 | > loss_disc: 2.261643886566162 (2.231260657310486) | > loss_disc_real_0: 0.07928918302059174 (0.08202932961285114) | > loss_disc_real_1: 0.1460501253604889 (0.17565521225333214) | > loss_disc_real_2: 0.19943895936012268 (0.19548262655735016) | > loss_disc_real_3: 0.199163556098938 (0.21982982754707336) | > loss_disc_real_4: 0.22926658391952515 (0.21070439368486404) | > loss_disc_real_5: 0.219456747174263 (0.2024242840707302) | > loss_0: 2.261643886566162 (2.231260657310486) | > grad_norm_0: tensor(6.8418, device='cuda:0') (tensor(6.0706, device='cuda:0')) | > loss_gen: 2.605931282043457 (2.525125801563263) | > loss_kl: 1.8465073108673096 (1.9314157664775848) | > loss_feat: 6.086519241333008 (7.030860781669617) | > loss_mel: 18.405643463134766 (18.71126699447632) | > loss_duration: 2.1970274448394775 (2.219907283782959) | > loss_1: 31.141626358032227 (32.41857671737671) | > grad_norm_1: tensor(94.1002, device='cuda:0') (tensor(81.4271, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3535 (0.3581041693687439) | > loader_time: 0.0027 (0.002946019172668457)  --> TIME: 2024-06-11 08:09:04 -- STEP: 29/330 -- GLOBAL_STEP: 216400 | > loss_disc: 2.3805227279663086 (2.307749320720804) | > loss_disc_real_0: 0.12069583684206009 (0.10394295818846801) | > loss_disc_real_1: 0.17819330096244812 (0.197959566938466) | > loss_disc_real_2: 0.204462468624115 (0.21016214685193424) | > loss_disc_real_3: 0.2460247278213501 (0.2292967613401084) | > loss_disc_real_4: 0.24936331808567047 (0.22931031368929763) | > loss_disc_real_5: 0.2488170862197876 (0.2167361681831294) | > loss_0: 2.3805227279663086 (2.307749320720804) | > grad_norm_0: tensor(13.1877, device='cuda:0') (tensor(8.0053, device='cuda:0')) | > loss_gen: 2.529728412628174 (2.532516093089663) | > loss_kl: 1.9392486810684204 (1.881350356957008) | > loss_feat: 6.848227024078369 (7.21571527678391) | > loss_mel: 18.296064376831055 (18.298954207321692) | > loss_duration: 2.0352916717529297 (2.072704911231995) | > loss_1: 31.6485595703125 (32.00124142087739) | > grad_norm_1: tensor(162.7764, device='cuda:0') (tensor(90.8299, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3567 (0.3582644462585449) | > loader_time: 0.0031 (0.0031532747992153824)  --> TIME: 2024-06-11 08:09:14 -- STEP: 54/330 -- GLOBAL_STEP: 216425 | > loss_disc: 2.3438916206359863 (2.305810473583363) | > loss_disc_real_0: 0.08756166696548462 (0.10457359254360199) | > loss_disc_real_1: 0.19984161853790283 (0.19661896813798835) | > loss_disc_real_2: 0.2005680352449417 (0.2109909203869325) | > loss_disc_real_3: 0.22350096702575684 (0.2272709666026963) | > loss_disc_real_4: 0.2154497355222702 (0.2261913330466659) | > loss_disc_real_5: 0.19476236402988434 (0.21664658933877945) | > loss_0: 2.3438916206359863 (2.305810473583363) | > grad_norm_0: tensor(6.9814, device='cuda:0') (tensor(7.9288, device='cuda:0')) | > loss_gen: 2.4202990531921387 (2.530623175479749) | > loss_kl: 1.8062725067138672 (1.882870786719852) | > loss_feat: 7.861272811889648 (7.274170133802626) | > loss_mel: 18.610200881958008 (18.295655921653456) | > loss_duration: 1.997204303741455 (2.041898323429955) | > loss_1: 32.69525146484375 (32.025218645731606) | > grad_norm_1: tensor(51.6442, device='cuda:0') (tensor(92.6511, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3776 (0.36028324674676965) | > loader_time: 0.0035 (0.0032986137602064344)  --> TIME: 2024-06-11 08:09:28 -- STEP: 79/330 -- GLOBAL_STEP: 216450 | > loss_disc: 2.2556087970733643 (2.312692373613768) | > loss_disc_real_0: 0.09906366467475891 (0.10748208634838273) | > loss_disc_real_1: 0.19294162094593048 (0.1962053021298179) | > loss_disc_real_2: 0.19011026620864868 (0.21119288006160833) | > loss_disc_real_3: 0.20203407108783722 (0.22795319387429877) | > loss_disc_real_4: 0.24601542949676514 (0.22688353721854054) | > loss_disc_real_5: 0.22609013319015503 (0.2171340875233276) | > loss_0: 2.2556087970733643 (2.312692373613768) | > grad_norm_0: tensor(9.4666, device='cuda:0') (tensor(9.1851, device='cuda:0')) | > loss_gen: 2.5658318996429443 (2.5229175784919837) | > loss_kl: 1.9870983362197876 (1.88931682441808) | > loss_feat: 7.604743480682373 (7.283892860895471) | > loss_mel: 18.445222854614258 (18.277693422534796) | > loss_duration: 1.9707103967666626 (2.030112437055081) | > loss_1: 32.573604583740234 (32.00393326674835) | > grad_norm_1: tensor(83.1329, device='cuda:0') (tensor(113.4900, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3987 (0.36421271819102613) | > loader_time: 0.0048 (0.06694321089153049)  --> TIME: 2024-06-11 08:09:38 -- STEP: 104/330 -- GLOBAL_STEP: 216475 | > loss_disc: 2.343606948852539 (2.3177595803370843) | > loss_disc_real_0: 0.1305740773677826 (0.11024006054951595) | > loss_disc_real_1: 0.22041362524032593 (0.1978736948221922) | > loss_disc_real_2: 0.21955566108226776 (0.21089215547992632) | > loss_disc_real_3: 0.24017749726772308 (0.22723413516695684) | > loss_disc_real_4: 0.24638624489307404 (0.2275113032127802) | > loss_disc_real_5: 0.21408507227897644 (0.2163896615115496) | > loss_0: 2.343606948852539 (2.3177595803370843) | > grad_norm_0: tensor(22.0239, device='cuda:0') (tensor(10.0259, device='cuda:0')) | > loss_gen: 2.4856762886047363 (2.5228800567296825) | > loss_kl: 1.8644764423370361 (1.8851319803641393) | > loss_feat: 7.082264423370361 (7.259323088022379) | > loss_mel: 18.279726028442383 (18.26857093664316) | > loss_duration: 2.0838699340820312 (2.0310214116023144) | > loss_1: 31.79601287841797 (31.96692760174091) | > grad_norm_1: tensor(369.0662, device='cuda:0') (tensor(130.5666, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.376 (0.3684225242871505) | > loader_time: 0.0046 (0.05183346225665167)  --> TIME: 2024-06-11 08:09:48 -- STEP: 129/330 -- GLOBAL_STEP: 216500 | > loss_disc: 2.2276132106781006 (2.322801734125891) | > loss_disc_real_0: 0.09743162244558334 (0.11108776568904404) | > loss_disc_real_1: 0.17898313701152802 (0.1973838676777921) | > loss_disc_real_2: 0.23287636041641235 (0.21136388610037724) | > loss_disc_real_3: 0.22606755793094635 (0.22820926648239756) | > loss_disc_real_4: 0.23405994474887848 (0.22792599587015402) | > loss_disc_real_5: 0.21365278959274292 (0.2171094737542692) | > loss_0: 2.2276132106781006 (2.322801734125891) | > grad_norm_0: tensor(5.5156, device='cuda:0') (tensor(11.2910, device='cuda:0')) | > loss_gen: 2.6862168312072754 (2.5187274541041638) | > loss_kl: 1.9245543479919434 (1.8879618949668353) | > loss_feat: 7.315494537353516 (7.246289903803389) | > loss_mel: 18.37162208557129 (18.237259147703192) | > loss_duration: 2.0118508338928223 (2.0318497179090524) | > loss_1: 32.30973815917969 (31.922088179477427) | > grad_norm_1: tensor(151.4332, device='cuda:0') (tensor(148.2576, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3617 (0.36958970949631337) | > loader_time: 0.0038 (0.04257077209709227) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_216500.pth  --> TIME: 2024-06-11 08:10:02 -- STEP: 154/330 -- GLOBAL_STEP: 216525 | > loss_disc: 2.3555006980895996 (2.32514362056534) | > loss_disc_real_0: 0.16657805442810059 (0.11183821492187389) | > loss_disc_real_1: 0.22024057805538177 (0.19757104277997828) | > loss_disc_real_2: 0.23907099664211273 (0.21167138451105588) | > loss_disc_real_3: 0.23313428461551666 (0.22779409935722103) | > loss_disc_real_4: 0.23361541330814362 (0.22799378410949336) | > loss_disc_real_5: 0.24956269562244415 (0.2178307879087213) | > loss_0: 2.3555006980895996 (2.32514362056534) | > grad_norm_0: tensor(22.9526, device='cuda:0') (tensor(12.2520, device='cuda:0')) | > loss_gen: 2.620936870574951 (2.518622858183724) | > loss_kl: 1.938855767250061 (1.8942184417278736) | > loss_feat: 7.433743000030518 (7.257798687204138) | > loss_mel: 18.000640869140625 (18.223514631197055) | > loss_duration: 2.0371193885803223 (2.0336113525675494) | > loss_1: 32.03129577636719 (31.92776600726239) | > grad_norm_1: tensor(297.5629, device='cuda:0') (tensor(163.1268, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3756 (0.3708391390837633) | > loader_time: 0.0041 (0.03634987558637348)  --> TIME: 2024-06-11 08:10:11 -- STEP: 179/330 -- GLOBAL_STEP: 216550 | > loss_disc: 2.337667465209961 (2.329940466907438) | > loss_disc_real_0: 0.10280962288379669 (0.1114943370889019) | > loss_disc_real_1: 0.1347554624080658 (0.19761937648557418) | > loss_disc_real_2: 0.18036603927612305 (0.21257189374063268) | > loss_disc_real_3: 0.23662935197353363 (0.2276729343656721) | > loss_disc_real_4: 0.2105565220117569 (0.22777866767771418) | > loss_disc_real_5: 0.19838841259479523 (0.21801565870559414) | > loss_0: 2.337667465209961 (2.329940466907438) | > grad_norm_0: tensor(27.8444, device='cuda:0') (tensor(14.7411, device='cuda:0')) | > loss_gen: 2.5614938735961914 (2.5151434610675834) | > loss_kl: 2.089484691619873 (1.8969649049822845) | > loss_feat: 7.723620414733887 (7.244579658827968) | > loss_mel: 18.460386276245117 (18.20940903178807) | > loss_duration: 2.073279619216919 (2.0392558328266266) | > loss_1: 32.90826416015625 (31.905352938774577) | > grad_norm_1: tensor(144.4213, device='cuda:0') (tensor(180.2514, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.3767 (0.3716651833923171) | > loader_time: 0.0045 (0.031906117274108574)  --> TIME: 2024-06-11 08:10:22 -- STEP: 204/330 -- GLOBAL_STEP: 216575 | > loss_disc: 2.3351194858551025 (2.336161248824177) | > loss_disc_real_0: 0.08972519636154175 (0.11443191175075139) | > loss_disc_real_1: 0.18707594275474548 (0.19762876688265332) | > loss_disc_real_2: 0.2180497795343399 (0.2127632193413435) | > loss_disc_real_3: 0.19642478227615356 (0.22863629562597648) | > loss_disc_real_4: 0.1928926408290863 (0.2286514789596492) | > loss_disc_real_5: 0.21189680695533752 (0.21823292831872024) | > loss_0: 2.3351194858551025 (2.336161248824177) | > grad_norm_0: tensor(46.6180, device='cuda:0') (tensor(18.7696, device='cuda:0')) | > loss_gen: 2.2884459495544434 (2.5173165646253857) | > loss_kl: 1.957988977432251 (1.8973006249642839) | > loss_feat: 7.56006383895874 (7.249702252593695) | > loss_mel: 18.251924514770508 (18.17879362667309) | > loss_duration: 2.0295445919036865 (2.0459803103231926) | > loss_1: 32.08796691894531 (31.88909339904785) | > grad_norm_1: tensor(363.3325, device='cuda:0') (tensor(206.0883, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.4228 (0.374745429730883) | > loader_time: 0.005 (0.028621430490531195)  --> TIME: 2024-06-11 08:10:32 -- STEP: 229/330 -- GLOBAL_STEP: 216600 | > loss_disc: 2.3427391052246094 (2.335371272532702) | > loss_disc_real_0: 0.13465332984924316 (0.11383373558716482) | > loss_disc_real_1: 0.18899892270565033 (0.19752613406254216) | > loss_disc_real_2: 0.2814837396144867 (0.212941537908071) | > loss_disc_real_3: 0.227826789021492 (0.22793237207758374) | > loss_disc_real_4: 0.21258142590522766 (0.2277408129653556) | > loss_disc_real_5: 0.2164267748594284 (0.21852802794312806) | > loss_0: 2.3427391052246094 (2.335371272532702) | > grad_norm_0: tensor(34.0777, device='cuda:0') (tensor(20.2663, device='cuda:0')) | > loss_gen: 2.6290018558502197 (2.5221975838773645) | > loss_kl: 1.8556971549987793 (1.8957039424946214) | > loss_feat: 7.455076694488525 (7.260132920794091) | > loss_mel: 17.849851608276367 (18.141499057086786) | > loss_duration: 2.1519386768341064 (2.0541441674836336) | > loss_1: 31.941566467285156 (31.87367768266836) | > grad_norm_1: tensor(205.0105, device='cuda:0') (tensor(225.1186, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.6091 (0.37939538497591657) | > loader_time: 0.0052 (0.026093067560654038)  --> TIME: 2024-06-11 08:10:43 -- STEP: 254/330 -- GLOBAL_STEP: 216625 | > loss_disc: 2.230107307434082 (2.3362630821588484) | > loss_disc_real_0: 0.08469348400831223 (0.11515324537854964) | > loss_disc_real_1: 0.17215396463871002 (0.19733892909185155) | > loss_disc_real_2: 0.2594614624977112 (0.21319370980807176) | > loss_disc_real_3: 0.20474477112293243 (0.2278782510029988) | > loss_disc_real_4: 0.20939041674137115 (0.2276793923668974) | > loss_disc_real_5: 0.19528481364250183 (0.21844080260654133) | > loss_0: 2.230107307434082 (2.3362630821588484) | > grad_norm_0: tensor(22.1462, device='cuda:0') (tensor(22.3224, device='cuda:0')) | > loss_gen: 2.5359737873077393 (2.523546813979863) | > loss_kl: 2.069739580154419 (1.9001355861115643) | > loss_feat: 8.169647216796875 (7.266041481588769) | > loss_mel: 18.16143035888672 (18.113287279925) | > loss_duration: 2.083754301071167 (2.0610012111701366) | > loss_1: 33.020545959472656 (31.864012365266095) | > grad_norm_1: tensor(231.1272, device='cuda:0') (tensor(241.1350, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.4314 (0.38393055829476197) | > loader_time: 0.0056 (0.024086557974026916)  --> TIME: 2024-06-11 08:10:54 -- STEP: 279/330 -- GLOBAL_STEP: 216650 | > loss_disc: 2.348923683166504 (2.339608883772274) | > loss_disc_real_0: 0.10815487802028656 (0.11536032560959085) | > loss_disc_real_1: 0.25949618220329285 (0.19777089047602855) | > loss_disc_real_2: 0.20479318499565125 (0.2133808768351018) | > loss_disc_real_3: 0.25302553176879883 (0.22804123809474341) | > loss_disc_real_4: 0.2647145688533783 (0.22859430676292777) | > loss_disc_real_5: 0.24662524461746216 (0.2190134698878907) | > loss_0: 2.348923683166504 (2.339608883772274) | > grad_norm_0: tensor(30.2512, device='cuda:0') (tensor(22.9614, device='cuda:0')) | > loss_gen: 2.5275418758392334 (2.5192135576706214) | > loss_kl: 1.9359073638916016 (1.9062125366648466) | > loss_feat: 6.867858409881592 (7.254977694549014) | > loss_mel: 17.406478881835938 (18.076445726510865) | > loss_duration: 2.1540284156799316 (2.0700794099479594) | > loss_1: 30.891815185546875 (31.826928900988726) | > grad_norm_1: tensor(244.0342, device='cuda:0') (tensor(246.7514, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.4326 (0.3883878501085399) | > loader_time: 0.0059 (0.022471195480729532)  --> TIME: 2024-06-11 08:11:06 -- STEP: 304/330 -- GLOBAL_STEP: 216675 | > loss_disc: 2.4832100868225098 (2.345017783735928) | > loss_disc_real_0: 0.14147494733333588 (0.11656111225142683) | > loss_disc_real_1: 0.22590529918670654 (0.19800088990871847) | > loss_disc_real_2: 0.24209700524806976 (0.21401964206444585) | > loss_disc_real_3: 0.2623955011367798 (0.22818130421403207) | > loss_disc_real_4: 0.240291565656662 (0.22824359253833168) | > loss_disc_real_5: 0.22478042542934418 (0.2188418712957125) | > loss_0: 2.4832100868225098 (2.345017783735928) | > grad_norm_0: tensor(68.0731, device='cuda:0') (tensor(24.2657, device='cuda:0')) | > loss_gen: 2.503933906555176 (2.513454784688197) | > loss_kl: 2.063447952270508 (1.9085083733263768) | > loss_feat: 7.964735507965088 (7.260821430306685) | > loss_mel: 17.986658096313477 (18.038689720003234) | > loss_duration: 2.222867488861084 (2.080356039891118) | > loss_1: 32.741641998291016 (31.801830323118914) | > grad_norm_1: tensor(534.1475, device='cuda:0') (tensor(259.1675, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.4701 (0.394672033033873) | > loader_time: 0.008 (0.0211717580494128)  --> TIME: 2024-06-11 08:11:33 -- STEP: 329/330 -- GLOBAL_STEP: 216700 | > loss_disc: 2.580756187438965 (2.349556991032191) | > loss_disc_real_0: 0.150425985455513 (0.11773703332231762) | > loss_disc_real_1: 0.1686284840106964 (0.19874931939829452) | > loss_disc_real_2: 0.24868184328079224 (0.21417877870671287) | > loss_disc_real_3: 0.27663785219192505 (0.22857133129266258) | > loss_disc_real_4: 0.24016042053699493 (0.22868124542808824) | > loss_disc_real_5: 0.241185262799263 (0.21965744357703304) | > loss_0: 2.580756187438965 (2.349556991032191) | > grad_norm_0: tensor(10.2094, device='cuda:0') (tensor(25.0923, device='cuda:0')) | > loss_gen: 2.0543789863586426 (2.5122596326207693) | > loss_kl: 2.223924398422241 (1.9165803675955915) | > loss_feat: 10.210708618164062 (7.35745309986242) | > loss_mel: 18.402711868286133 (18.010486666554744) | > loss_duration: 2.277972459793091 (2.094310534036631) | > loss_1: 35.16969680786133 (31.891090265523335) | > grad_norm_1: tensor(92.2673, device='cuda:0') (tensor(264.6665, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 13.0631 (0.4468814319390295) | > loader_time: 0.0342 (0.020384017457353323)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.359269857406616 (2.359269857406616) | > loss_disc_real_0: 0.07820122689008713 (0.07820122689008713) | > loss_disc_real_1: 0.11819881945848465 (0.11819881945848465) | > loss_disc_real_2: 0.19602228701114655 (0.19602228701114655) | > loss_disc_real_3: 0.2601947486400604 (0.2601947486400604) | > loss_disc_real_4: 0.18649783730506897 (0.18649783730506897) | > loss_disc_real_5: 0.18931633234024048 (0.18931633234024048) | > loss_0: 2.359269857406616 (2.359269857406616) | > loss_gen: 2.0874764919281006 (2.0874764919281006) | > loss_kl: 1.4176037311553955 (1.4176037311553955) | > loss_feat: 5.751914978027344 (5.751914978027344) | > loss_mel: 16.169723510742188 (16.169723510742188) | > loss_duration: 2.7960703372955322 (2.7960703372955322) | > loss_1: 28.222787857055664 (28.222787857055664)  --> STEP: 1 | > loss_disc: 2.1384990215301514 (2.1384990215301514) | > loss_disc_real_0: 0.10201773792505264 (0.10201773792505264) | > loss_disc_real_1: 0.18477195501327515 (0.18477195501327515) | > loss_disc_real_2: 0.2095334231853485 (0.2095334231853485) | > loss_disc_real_3: 0.23575755953788757 (0.23575755953788757) | > loss_disc_real_4: 0.18821276724338531 (0.18821276724338531) | > loss_disc_real_5: 0.2616731524467468 (0.2616731524467468) | > loss_0: 2.1384990215301514 (2.1384990215301514) | > loss_gen: 2.551619052886963 (2.551619052886963) | > loss_kl: 2.053678512573242 (2.053678512573242) | > loss_feat: 6.173107624053955 (6.173107624053955) | > loss_mel: 18.846878051757812 (18.846878051757812) | > loss_duration: 2.506807327270508 (2.506807327270508) | > loss_1: 32.13208770751953 (32.13208770751953)  --> STEP: 2 | > loss_disc: 2.405770778656006 (2.2721349000930786) | > loss_disc_real_0: 0.07688219845294952 (0.08944996818900108) | > loss_disc_real_1: 0.18560294806957245 (0.1851874515414238) | > loss_disc_real_2: 0.26698461174964905 (0.23825901746749878) | > loss_disc_real_3: 0.25551310181617737 (0.24563533067703247) | > loss_disc_real_4: 0.2624291777610779 (0.2253209725022316) | > loss_disc_real_5: 0.26269111037254333 (0.2621821314096451) | > loss_0: 2.405770778656006 (2.2721349000930786) | > loss_gen: 2.4372286796569824 (2.4944238662719727) | > loss_kl: 3.3973007202148438 (2.725489616394043) | > loss_feat: 5.863602161407471 (6.018354892730713) | > loss_mel: 20.800662994384766 (19.82377052307129) | > loss_duration: 2.4742050170898438 (2.490506172180176) | > loss_1: 34.972999572753906 (33.55254364013672)  --> STEP: 3 | > loss_disc: 2.326075553894043 (2.2901151180267334) | > loss_disc_real_0: 0.21517597138881683 (0.131358635922273) | > loss_disc_real_1: 0.2678028643131256 (0.2127259224653244) | > loss_disc_real_2: 0.19557291269302368 (0.22403031587600708) | > loss_disc_real_3: 0.2393486052751541 (0.24353975554307303) | > loss_disc_real_4: 0.1921464502811432 (0.21426279842853546) | > loss_disc_real_5: 0.18342141807079315 (0.23592856029669443) | > loss_0: 2.326075553894043 (2.2901151180267334) | > loss_gen: 2.781914234161377 (2.590253988901774) | > loss_kl: 3.1695711612701416 (2.873516798019409) | > loss_feat: 7.036997318267822 (6.357902367909749) | > loss_mel: 18.533212661743164 (19.393584569295246) | > loss_duration: 2.246415138244629 (2.40914249420166) | > loss_1: 33.76810836791992 (33.62439854939779)  --> STEP: 4 | > loss_disc: 2.532254457473755 (2.3506499528884888) | > loss_disc_real_0: 0.16545413434505463 (0.1398825105279684) | > loss_disc_real_1: 0.26093465089797974 (0.22477810457348824) | > loss_disc_real_2: 0.24307286739349365 (0.22879095375537872) | > loss_disc_real_3: 0.21512211859226227 (0.23643534630537033) | > loss_disc_real_4: 0.18458819389343262 (0.20684414729475975) | > loss_disc_real_5: 0.1782308667898178 (0.22150413691997528) | > loss_0: 2.532254457473755 (2.3506499528884888) | > loss_gen: 2.0923845767974854 (2.465786635875702) | > loss_kl: 2.651071071624756 (2.817905366420746) | > loss_feat: 5.229334831237793 (6.07576048374176) | > loss_mel: 14.62814998626709 (18.202225923538208) | > loss_duration: 2.299473762512207 (2.381725311279297) | > loss_1: 26.900413513183594 (31.94340229034424)  --> STEP: 5 | > loss_disc: 2.183763027191162 (2.3172725677490233) | > loss_disc_real_0: 0.19753620028495789 (0.1514132484793663) | > loss_disc_real_1: 0.2327807992696762 (0.22637864351272582) | > loss_disc_real_2: 0.19672012329101562 (0.2223767876625061) | > loss_disc_real_3: 0.22012394666671753 (0.23317306637763976) | > loss_disc_real_4: 0.1807185262441635 (0.2016190230846405) | > loss_disc_real_5: 0.16477112472057343 (0.21015753448009492) | > loss_0: 2.183763027191162 (2.3172725677490233) | > loss_gen: 2.6316280364990234 (2.498954916000366) | > loss_kl: 2.485476016998291 (2.751419496536255) | > loss_feat: 7.374872207641602 (6.335582828521728) | > loss_mel: 18.562158584594727 (18.274212455749513) | > loss_duration: 2.416645050048828 (2.3887092590332033) | > loss_1: 33.47077941894531 (32.248877716064456)  --> STEP: 6 | > loss_disc: 2.501487970352173 (2.3479751348495483) | > loss_disc_real_0: 0.16880080103874207 (0.15431117390592894) | > loss_disc_real_1: 0.2581639587879181 (0.23167619605859122) | > loss_disc_real_2: 0.2671896815299988 (0.22984560330708823) | > loss_disc_real_3: 0.24980200827121735 (0.23594455669323602) | > loss_disc_real_4: 0.20747055113315582 (0.20259427775939307) | > loss_disc_real_5: 0.2717004716396332 (0.2204146906733513) | > loss_0: 2.501487970352173 (2.3479751348495483) | > loss_gen: 2.3965554237365723 (2.4818883339564004) | > loss_kl: 2.543025493621826 (2.7166871627171836) | > loss_feat: 6.362369537353516 (6.340047279993693) | > loss_mel: 19.875375747680664 (18.541073004404705) | > loss_duration: 2.158428192138672 (2.3503290812174478) | > loss_1: 33.33575439453125 (32.43002382914225)  --> STEP: 7 | > loss_disc: 2.3095293045043945 (2.342482873371669) | > loss_disc_real_0: 0.059986796230077744 (0.14083626280937875) | > loss_disc_real_1: 0.18317967653274536 (0.22474812184061324) | > loss_disc_real_2: 0.22094930708408356 (0.22857470384665898) | > loss_disc_real_3: 0.24858619272708893 (0.23775050469807216) | > loss_disc_real_4: 0.21049486100673676 (0.20372293250901358) | > loss_disc_real_5: 0.20737755298614502 (0.21855224243232182) | > loss_0: 2.3095293045043945 (2.342482873371669) | > loss_gen: 2.2960305213928223 (2.4553372178758894) | > loss_kl: 3.7150347232818604 (2.8593082427978516) | > loss_feat: 7.256585121154785 (6.47098125730242) | > loss_mel: 20.0871524810791 (18.761941501072474) | > loss_duration: 2.5988070964813232 (2.3858259405408586) | > loss_1: 35.95361328125 (32.93339375087193)  --> STEP: 8 | > loss_disc: 2.2863259315490723 (2.3354632556438446) | > loss_disc_real_0: 0.07097196578979492 (0.13210322568193078) | > loss_disc_real_1: 0.17360199987888336 (0.218354856595397) | > loss_disc_real_2: 0.12925049662590027 (0.21615917794406414) | > loss_disc_real_3: 0.14357076585292816 (0.22597803734242916) | > loss_disc_real_4: 0.11825434863567352 (0.19303935952484608) | > loss_disc_real_5: 0.0919509157538414 (0.20272707659751177) | > loss_0: 2.2863259315490723 (2.3354632556438446) | > loss_gen: 1.8892953395843506 (2.384581983089447) | > loss_kl: 3.0642199516296387 (2.884922206401825) | > loss_feat: 10.603845596313477 (6.9875892996788025) | > loss_mel: 21.068708419799805 (19.05028736591339) | > loss_duration: 2.2504830360412598 (2.368908077478409) | > loss_1: 38.87655258178711 (33.67628860473633)  --> STEP: 9 | > loss_disc: 2.2525360584259033 (2.326249122619629) | > loss_disc_real_0: 0.15796783566474915 (0.13497707123557726) | > loss_disc_real_1: 0.15560156106948853 (0.21138226820362938) | > loss_disc_real_2: 0.19682952761650085 (0.21401143901877934) | > loss_disc_real_3: 0.198810875415802 (0.22295946379502615) | > loss_disc_real_4: 0.20647111535072327 (0.19453177683883244) | > loss_disc_real_5: 0.14948733150959015 (0.19681154936552048) | > loss_0: 2.2525360584259033 (2.326249122619629) | > loss_gen: 2.5021674633026123 (2.3976470364464655) | > loss_kl: 2.6094415187835693 (2.8543132411109076) | > loss_feat: 9.037422180175781 (7.215348508622911) | > loss_mel: 19.296855926513672 (19.077683872646755) | > loss_duration: 2.1378283500671387 (2.3432325522104898) | > loss_1: 35.583717346191406 (33.88822513156467)  --> STEP: 10 | > loss_disc: 2.250368118286133 (2.318661022186279) | > loss_disc_real_0: 0.085855633020401 (0.13006492741405964) | > loss_disc_real_1: 0.19857175648212433 (0.21010121703147888) | > loss_disc_real_2: 0.2565499544143677 (0.21826529055833815) | > loss_disc_real_3: 0.22850251197814941 (0.22351376861333846) | > loss_disc_real_4: 0.20503361523151398 (0.19558196067810057) | > loss_disc_real_5: 0.25634247064590454 (0.20276464149355888) | > loss_0: 2.250368118286133 (2.318661022186279) | > loss_gen: 2.640815496444702 (2.4219638824462892) | > loss_kl: 2.1542470455169678 (2.7843066215515138) | > loss_feat: 7.179787635803223 (7.211792421340943) | > loss_mel: 18.922061920166016 (19.062121677398682) | > loss_duration: 2.31662654876709 (2.34057195186615) | > loss_1: 33.213539123535156 (33.82075653076172)  --> STEP: 11 | > loss_disc: 2.4083251953125 (2.3268123106522993) | > loss_disc_real_0: 0.19022473692893982 (0.1355340010063215) | > loss_disc_real_1: 0.265662282705307 (0.2151522230018269) | > loss_disc_real_2: 0.239043191075325 (0.22015419060533697) | > loss_disc_real_3: 0.2336655855178833 (0.22443666105920618) | > loss_disc_real_4: 0.19497984647750854 (0.1955272230235013) | > loss_disc_real_5: 0.1963055431842804 (0.20217745073816992) | > loss_0: 2.4083251953125 (2.3268123106522993) | > loss_gen: 2.6370272636413574 (2.441515098918568) | > loss_kl: 3.286350727081299 (2.829946994781494) | > loss_feat: 7.622337818145752 (7.24911473014138) | > loss_mel: 17.59420394897461 (18.928674611178312) | > loss_duration: 2.4590587615966797 (2.3513434800234707) | > loss_1: 33.598976135253906 (33.80059467662465)  --> STEP: 12 | > loss_disc: 2.4423224925994873 (2.336438159147898) | > loss_disc_real_0: 0.06585687398910522 (0.1297275737548868) | > loss_disc_real_1: 0.30566883087158203 (0.22269527365763983) | > loss_disc_real_2: 0.31096628308296204 (0.22772186497847238) | > loss_disc_real_3: 0.1945679634809494 (0.22194760292768478) | > loss_disc_real_4: 0.14094361662864685 (0.19097858915726343) | > loss_disc_real_5: 0.13003318011760712 (0.19616542818645635) | > loss_0: 2.4423224925994873 (2.336438159147898) | > loss_gen: 2.3620033264160156 (2.4348891178766885) | > loss_kl: 2.20344877243042 (2.7777388095855713) | > loss_feat: 7.090053081512451 (7.235859592755635) | > loss_mel: 17.8976993560791 (18.842760006586712) | > loss_duration: 2.206495523452759 (2.3392728169759116) | > loss_1: 31.75969886779785 (33.63052002588908)  --> STEP: 13 | > loss_disc: 2.6734769344329834 (2.3623642187852125) | > loss_disc_real_0: 0.30269068479537964 (0.14303242845030933) | > loss_disc_real_1: 0.3641464412212372 (0.23357613270099348) | > loss_disc_real_2: 0.26898884773254395 (0.23089624826724714) | > loss_disc_real_3: 0.2768537998199463 (0.22617115653478181) | > loss_disc_real_4: 0.2348351925611496 (0.19435217403448546) | > loss_disc_real_5: 0.23316767811775208 (0.19901175510424834) | > loss_0: 2.6734769344329834 (2.3623642187852125) | > loss_gen: 2.7727408409118652 (2.4608777119563174) | > loss_kl: 2.948596477508545 (2.790881707118108) | > loss_feat: 5.265574932098389 (7.08429923424354) | > loss_mel: 15.851664543151855 (18.612675740168644) | > loss_duration: 2.2217650413513184 (2.3302337573124814) | > loss_1: 29.06034278869629 (33.278967930720405)  --> STEP: 14 | > loss_disc: 2.4337258338928223 (2.367461477007185) | > loss_disc_real_0: 0.21090614795684814 (0.14788055127220495) | > loss_disc_real_1: 0.24694129824638367 (0.23453078738280705) | > loss_disc_real_2: 0.2060946226119995 (0.22912470357758657) | > loss_disc_real_3: 0.2107144594192505 (0.2250671067408153) | > loss_disc_real_4: 0.18044990301132202 (0.19335915467568807) | > loss_disc_real_5: 0.1887865513563156 (0.19828138340796744) | > loss_0: 2.4337258338928223 (2.367461477007185) | > loss_gen: 2.234445571899414 (2.444703987666539) | > loss_kl: 3.427712917327881 (2.83636965070452) | > loss_feat: 5.885725021362305 (6.998686790466309) | > loss_mel: 19.28898048400879 (18.66098322187151) | > loss_duration: 2.4202427864074707 (2.336662973676409) | > loss_1: 33.25710678100586 (33.27740642002651)  --> STEP: 15 | > loss_disc: 2.4495491981506348 (2.3729339917500814) | > loss_disc_real_0: 0.21126043796539307 (0.15210587705175083) | > loss_disc_real_1: 0.29563063383102417 (0.23860411047935487) | > loss_disc_real_2: 0.22228701412677765 (0.22866885761419933) | > loss_disc_real_3: 0.24486631155014038 (0.22638705372810364) | > loss_disc_real_4: 0.18381287157535553 (0.19272273580233257) | > loss_disc_real_5: 0.21225644648075104 (0.19921305427948635) | > loss_0: 2.4495491981506348 (2.3729339917500814) | > loss_gen: 2.5233542919158936 (2.4499473412831625) | > loss_kl: 3.532745122909546 (2.8827946821848554) | > loss_feat: 7.523614883422852 (7.033681996663412) | > loss_mel: 17.922889709472656 (18.61177698771159) | > loss_duration: 2.2883493900299072 (2.3334420680999757) | > loss_1: 33.79095458984375 (33.31164296468099)  --> STEP: 16 | > loss_disc: 2.228208541870117 (2.3638886511325836) | > loss_disc_real_0: 0.11277753859758377 (0.14964785589836538) | > loss_disc_real_1: 0.12983018159866333 (0.23180573992431164) | > loss_disc_real_2: 0.30172979831695557 (0.23323516640812159) | > loss_disc_real_3: 0.2108706533908844 (0.22541727870702744) | > loss_disc_real_4: 0.11714894324541092 (0.18799937376752496) | > loss_disc_real_5: 0.09039538353681564 (0.19241194985806942) | > loss_0: 2.228208541870117 (2.3638886511325836) | > loss_gen: 2.6933510303497314 (2.465160071849823) | > loss_kl: 2.6239216327667236 (2.866615116596222) | > loss_feat: 11.859745979309082 (7.335310995578766) | > loss_mel: 19.049541473388672 (18.639137268066406) | > loss_duration: 2.3652803897857666 (2.3354319632053375) | > loss_1: 38.59184265136719 (33.64165544509888)  --> STEP: 17 | > loss_disc: 2.503631114959717 (2.3721087960635914) | > loss_disc_real_0: 0.1793835163116455 (0.1513970123932642) | > loss_disc_real_1: 0.1697445511817932 (0.22815508176298702) | > loss_disc_real_2: 0.2636946141719818 (0.23502689862952514) | > loss_disc_real_3: 0.23696868121623993 (0.22609677297227523) | > loss_disc_real_4: 0.22048737108707428 (0.1899104324333808) | > loss_disc_real_5: 0.2602256238460541 (0.19640098950442145) | > loss_0: 2.503631114959717 (2.3721087960635914) | > loss_gen: 2.4099414348602295 (2.461911916732788) | > loss_kl: 2.0769762992858887 (2.8201657744014965) | > loss_feat: 7.300921440124512 (7.333288080552045) | > loss_mel: 17.35639762878418 (18.563681995167453) | > loss_duration: 2.3953561782836914 (2.338956917033476) | > loss_1: 31.539592742919922 (33.51800469791188)  --> STEP: 18 | > loss_disc: 2.7169392108917236 (2.391266041331821) | > loss_disc_real_0: 0.16334164142608643 (0.15206060289508766) | > loss_disc_real_1: 0.2118334323167801 (0.22724832346041998) | > loss_disc_real_2: 0.25341320037841797 (0.23604835983779696) | > loss_disc_real_3: 0.24287760257720947 (0.22702904128366047) | > loss_disc_real_4: 0.23256905376911163 (0.1922803558409214) | > loss_disc_real_5: 0.2510630488395691 (0.19943777057859632) | > loss_0: 2.7169392108917236 (2.391266041331821) | > loss_gen: 2.108200788497925 (2.442261298497518) | > loss_kl: 1.9824671745300293 (2.773626963297526) | > loss_feat: 7.220274448394775 (7.327009545432197) | > loss_mel: 19.446962356567383 (18.61275312635634) | > loss_duration: 2.270023822784424 (2.3351273006863065) | > loss_1: 33.02792739868164 (33.49077818128798)  --> STEP: 19 | > loss_disc: 2.69586181640625 (2.407297397914686) | > loss_disc_real_0: 0.2565486431121826 (0.15755997343282951) | > loss_disc_real_1: 0.27197936177253723 (0.22960258863474192) | > loss_disc_real_2: 0.27278202772140503 (0.23798171077903948) | > loss_disc_real_3: 0.2564723789691925 (0.22857869063553057) | > loss_disc_real_4: 0.260574609041214 (0.19587479021988416) | > loss_disc_real_5: 0.23459137976169586 (0.20128796053560158) | > loss_0: 2.69586181640625 (2.407297397914686) | > loss_gen: 2.335007429122925 (2.4366163580041182) | > loss_kl: 1.873460054397583 (2.72624975756595) | > loss_feat: 5.928681373596191 (7.253413325861881) | > loss_mel: 17.692264556884766 (18.564306359542044) | > loss_duration: 2.2926266193389893 (2.332890422720658) | > loss_1: 30.122039794921875 (33.313476160952916)  --> STEP: 20 | > loss_disc: 2.531071186065674 (2.413486087322235) | > loss_disc_real_0: 0.25088709592819214 (0.16222632955759764) | > loss_disc_real_1: 0.1351654976606369 (0.22488073408603668) | > loss_disc_real_2: 0.3526075780391693 (0.24371300414204597) | > loss_disc_real_3: 0.29957789182662964 (0.23212865069508554) | > loss_disc_real_4: 0.19267050921916962 (0.19571457616984844) | > loss_disc_real_5: 0.21917793154716492 (0.20218245908617974) | > loss_0: 2.531071186065674 (2.413486087322235) | > loss_gen: 2.672861099243164 (2.4484285950660705) | > loss_kl: 1.9930764436721802 (2.6895910918712618) | > loss_feat: 5.489056587219238 (7.165195488929749) | > loss_mel: 18.573970794677734 (18.56478958129883) | > loss_duration: 2.309896230697632 (2.3317407131195065) | > loss_1: 31.038860321044922 (33.19974536895752)  --> STEP: 21 | > loss_disc: 2.5263259410858154 (2.4188594136919295) | > loss_disc_real_0: 0.11576198786497116 (0.16001374185794875) | > loss_disc_real_1: 0.20806854963302612 (0.22408015387398855) | > loss_disc_real_2: 0.32221609354019165 (0.24745124649433864) | > loss_disc_real_3: 0.2637193202972412 (0.23363296829518818) | > loss_disc_real_4: 0.20651547610759735 (0.19622890473831267) | > loss_disc_real_5: 0.23160316050052643 (0.2035834448678153) | > loss_0: 2.5263259410858154 (2.4188594136919295) | > loss_gen: 2.595290422439575 (2.4554220154171897) | > loss_kl: 1.9674251079559326 (2.655202235494341) | > loss_feat: 5.1426239013671875 (7.068882556188674) | > loss_mel: 15.607237815856934 (18.42395378294445) | > loss_duration: 2.143606424331665 (2.322781937462943) | > loss_1: 27.45618438720703 (32.92624246506464)  --> STEP: 22 | > loss_disc: 2.604654312133789 (2.4273046363483775) | > loss_disc_real_0: 0.16840502619743347 (0.16039516387337988) | > loss_disc_real_1: 0.2615768611431122 (0.22578454965894873) | > loss_disc_real_2: 0.2022199183702469 (0.24539527703415265) | > loss_disc_real_3: 0.26758843660354614 (0.23517639867284082) | > loss_disc_real_4: 0.19831646978855133 (0.19632379405877806) | > loss_disc_real_5: 0.19594161212444305 (0.20323608883402564) | > loss_0: 2.604654312133789 (2.4273046363483775) | > loss_gen: 2.16731595993042 (2.4423262856223364) | > loss_kl: 2.2045164108276367 (2.634716516191309) | > loss_feat: 6.39058780670166 (7.038050976666537) | > loss_mel: 17.902860641479492 (18.40026773105968) | > loss_duration: 2.1695756912231445 (2.315818017179316) | > loss_1: 30.834857940673828 (32.83117953213778)  --> STEP: 23 | > loss_disc: 2.399345874786377 (2.4260890380195947) | > loss_disc_real_0: 0.08353125303983688 (0.1570532547067041) | > loss_disc_real_1: 0.15598484873771667 (0.22274978005367777) | > loss_disc_real_2: 0.18843670189380646 (0.24291881724544193) | > loss_disc_real_3: 0.23344331979751587 (0.2351010474173919) | > loss_disc_real_4: 0.19620786607265472 (0.19631875371155533) | > loss_disc_real_5: 0.28082990646362305 (0.20660973307879074) | > loss_0: 2.399345874786377 (2.4260890380195947) | > loss_gen: 2.309875011444092 (2.4365675345711084) | > loss_kl: 2.37646484375 (2.6234881826069043) | > loss_feat: 8.7438383102417 (7.112215643343718) | > loss_mel: 18.49346160888672 (18.404319638791293) | > loss_duration: 2.2611026763916016 (2.3134390893189805) | > loss_1: 34.18474578857422 (32.89003023893937)  --> STEP: 24 | > loss_disc: 2.4547557830810547 (2.427283485730489) | > loss_disc_real_0: 0.10713882744312286 (0.15497348690405485) | > loss_disc_real_1: 0.25201350450515747 (0.22396910190582275) | > loss_disc_real_2: 0.1817457228899002 (0.24036993831396103) | > loss_disc_real_3: 0.21133145689964294 (0.2341106478124857) | > loss_disc_real_4: 0.1555974930524826 (0.1946220345174273) | > loss_disc_real_5: 0.1290624886751175 (0.20337859789530435) | > loss_0: 2.4547557830810547 (2.427283485730489) | > loss_gen: 2.0703604221343994 (2.4213089048862453) | > loss_kl: 2.390467405319214 (2.613778983553251) | > loss_feat: 8.38596248626709 (7.165288428465526) | > loss_mel: 16.967567443847656 (18.344454964001972) | > loss_duration: 2.401266574859619 (2.3170985678831735) | > loss_1: 32.21562576293945 (32.86193005243937)  --> STEP: 25 | > loss_disc: 2.5072309970855713 (2.430481386184692) | > loss_disc_real_0: 0.11300652474164963 (0.15329480841755863) | > loss_disc_real_1: 0.2537369132041931 (0.22515981435775756) | > loss_disc_real_2: 0.24170999228954315 (0.2404235404729843) | > loss_disc_real_3: 0.20331674814224243 (0.23287889182567598) | > loss_disc_real_4: 0.1898949146270752 (0.19443294972181321) | > loss_disc_real_5: 0.23935920000076294 (0.2048178219795227) | > loss_0: 2.5072309970855713 (2.430481386184692) | > loss_gen: 2.340053081512451 (2.4180586719512935) | > loss_kl: 2.25765323638916 (2.599533953666687) | > loss_feat: 6.680445671081543 (7.145894718170166) | > loss_mel: 16.515438079833984 (18.271294288635254) | > loss_duration: 2.396620273590088 (2.3202794361114503) | > loss_1: 30.190210342407227 (32.75506126403808)  --> STEP: 26 | > loss_disc: 2.7392985820770264 (2.4423589706420894) | > loss_disc_real_0: 0.059205830097198486 (0.14967600155908325) | > loss_disc_real_1: 0.09070606529712677 (0.2199885163169641) | > loss_disc_real_2: 0.1352461725473404 (0.23637825709122878) | > loss_disc_real_3: 0.07193811982870102 (0.22668886213348463) | > loss_disc_real_4: 0.0836314857006073 (0.19017135495176682) | > loss_disc_real_5: 0.04529750347137451 (0.1986824251138247) | > loss_0: 2.7392985820770264 (2.4423589706420894) | > loss_gen: 1.3685579299926758 (2.377693258799039) | > loss_kl: 2.433290958404541 (2.5931399923104506) | > loss_feat: 13.664312362670898 (7.396603089112502) | > loss_mel: 20.32115936279297 (18.350135253025936) | > loss_duration: 2.3095686435699463 (2.3198674825521617) | > loss_1: 40.09688949584961 (33.03743927295391) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024888148674598112 (+2.2090398348295105e-05) | > avg_loss_disc: 2.4423589706420894 (+0.07816301859342101) | > avg_loss_disc_real_0: 0.14967600155908325 (-0.03268581012693739) | > avg_loss_disc_real_1: 0.2199885163169641 (+0.03386271143188846) | > avg_loss_disc_real_2: 0.23637825709122878 (-0.027282972748463086) | > avg_loss_disc_real_3: 0.22668886213348463 (-0.059643187488500865) | > avg_loss_disc_real_4: 0.19017135495176682 (-0.0231898702107943) | > avg_loss_disc_real_5: 0.1986824251138247 (-0.045290478720114796) | > avg_loss_0: 2.4423589706420894 (+0.07816301859342101) | > avg_loss_gen: 2.377693258799039 (-0.31502620990459773) | > avg_loss_kl: 2.5931399923104506 (-0.011591466573568354) | > avg_loss_feat: 7.396603089112502 (+0.18675756454467773) | > avg_loss_mel: 18.350135253025936 (+0.21595063576331697) | > avg_loss_duration: 2.3198674825521617 (+0.018702846307020682) | > avg_loss_1: 33.03743927295391 (+0.09479375985952032)  > EPOCH: 390/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:11:39)   --> TIME: 2024-06-11 08:11:49 -- STEP: 24/330 -- GLOBAL_STEP: 216725 | > loss_disc: 2.2944247722625732 (2.3246938784917197) | > loss_disc_real_0: 0.07713621854782104 (0.11797258382042249) | > loss_disc_real_1: 0.18363220989704132 (0.19568773545324802) | > loss_disc_real_2: 0.23114964365959167 (0.2143634253491958) | > loss_disc_real_3: 0.21331962943077087 (0.22337980195879936) | > loss_disc_real_4: 0.23172062635421753 (0.22335055594642958) | > loss_disc_real_5: 0.21081681549549103 (0.21195193007588387) | > loss_0: 2.2944247722625732 (2.3246938784917197) | > grad_norm_0: tensor(12.6799, device='cuda:0') (tensor(10.2814, device='cuda:0')) | > loss_gen: 2.4860894680023193 (2.51217312614123) | > loss_kl: 1.733109474182129 (1.7961443414290745) | > loss_feat: 7.855605125427246 (7.0898094574610395) | > loss_mel: 18.505212783813477 (18.520208040873207) | > loss_duration: 2.0118093490600586 (2.0944535533587136) | > loss_1: 32.591827392578125 (32.01278853416443) | > grad_norm_1: tensor(88.1247, device='cuda:0') (tensor(101.5380, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3616 (0.3562116225560506) | > loader_time: 0.0031 (0.003332902987798055)  --> TIME: 2024-06-11 08:11:58 -- STEP: 49/330 -- GLOBAL_STEP: 216750 | > loss_disc: 2.3130149841308594 (2.325351058220377) | > loss_disc_real_0: 0.08314511179924011 (0.11416355535692098) | > loss_disc_real_1: 0.17131654918193817 (0.19769188518426856) | > loss_disc_real_2: 0.20761671662330627 (0.2131298847344457) | > loss_disc_real_3: 0.18514777719974518 (0.22536275277332385) | > loss_disc_real_4: 0.19457782804965973 (0.22523615615708487) | > loss_disc_real_5: 0.16401100158691406 (0.2151444998322701) | > loss_0: 2.3130149841308594 (2.325351058220377) | > grad_norm_0: tensor(6.3499, device='cuda:0') (tensor(12.0739, device='cuda:0')) | > loss_gen: 2.309965133666992 (2.510743506100713) | > loss_kl: 1.9033406972885132 (1.8421438518835573) | > loss_feat: 7.232692718505859 (7.137445070305649) | > loss_mel: 18.254056930541992 (18.37294364462094) | > loss_duration: 1.9543416500091553 (2.0504841658533834) | > loss_1: 31.65439796447754 (31.913760399331853) | > grad_norm_1: tensor(250.2369, device='cuda:0') (tensor(130.3554, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3707 (0.3572442872183664) | > loader_time: 0.0034 (0.0034347748269840162)  --> TIME: 2024-06-11 08:12:07 -- STEP: 74/330 -- GLOBAL_STEP: 216775 | > loss_disc: 2.323204278945923 (2.3324731523926197) | > loss_disc_real_0: 0.10319006443023682 (0.11217391128475601) | > loss_disc_real_1: 0.18060778081417084 (0.19723989552742727) | > loss_disc_real_2: 0.19998860359191895 (0.21559094899409526) | > loss_disc_real_3: 0.2224842756986618 (0.22649879632769404) | > loss_disc_real_4: 0.20472227036952972 (0.22575631959212794) | > loss_disc_real_5: 0.22018133103847504 (0.21682645783231064) | > loss_0: 2.323204278945923 (2.3324731523926197) | > grad_norm_0: tensor(40.8335, device='cuda:0') (tensor(13.0216, device='cuda:0')) | > loss_gen: 2.473137855529785 (2.5168119958929114) | > loss_kl: 1.938999891281128 (1.855564077158232) | > loss_feat: 7.382898807525635 (7.222441428416484) | > loss_mel: 18.699108123779297 (18.34760823120942) | > loss_duration: 1.9491548538208008 (2.0326948004799927) | > loss_1: 32.44329833984375 (31.97512064753352) | > grad_norm_1: tensor(309.2754, device='cuda:0') (tensor(160.9279, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3568 (0.36165703309548863) | > loader_time: 0.0039 (0.0035481839566617397)  --> TIME: 2024-06-11 08:12:17 -- STEP: 99/330 -- GLOBAL_STEP: 216800 | > loss_disc: 2.3476905822753906 (2.3257870288810345) | > loss_disc_real_0: 0.09154841303825378 (0.11182718430504654) | > loss_disc_real_1: 0.23378533124923706 (0.19787088217157306) | > loss_disc_real_2: 0.23422685265541077 (0.21487994507105665) | > loss_disc_real_3: 0.2602369785308838 (0.22586927600581236) | > loss_disc_real_4: 0.23126032948493958 (0.22485386060945917) | > loss_disc_real_5: 0.24537824094295502 (0.2155428748540204) | > loss_0: 2.3476905822753906 (2.3257870288810345) | > grad_norm_0: tensor(29.5915, device='cuda:0') (tensor(14.2756, device='cuda:0')) | > loss_gen: 2.5729944705963135 (2.5228507470602954) | > loss_kl: 1.7151966094970703 (1.854925559024618) | > loss_feat: 7.394009113311768 (7.2412339749962396) | > loss_mel: 18.278839111328125 (18.302104564628216) | > loss_duration: 2.0458359718322754 (2.0308578604399563) | > loss_1: 32.006874084472656 (31.951972845828895) | > grad_norm_1: tensor(306.7090, device='cuda:0') (tensor(185.8454, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3767 (0.3629416961862583) | > loader_time: 0.0038 (0.003647999330000444)  --> TIME: 2024-06-11 08:12:26 -- STEP: 124/330 -- GLOBAL_STEP: 216825 | > loss_disc: 2.411560297012329 (2.3231368410971855) | > loss_disc_real_0: 0.13617534935474396 (0.11137562194058011) | > loss_disc_real_1: 0.2110094279050827 (0.19748742710198125) | > loss_disc_real_2: 0.20415149629116058 (0.2135786689337223) | > loss_disc_real_3: 0.23311053216457367 (0.22644112403354338) | > loss_disc_real_4: 0.2654069662094116 (0.22574743880860268) | > loss_disc_real_5: 0.25982192158699036 (0.2158858258157007) | > loss_0: 2.411560297012329 (2.3231368410971855) | > grad_norm_0: tensor(14.4081, device='cuda:0') (tensor(15.8083, device='cuda:0')) | > loss_gen: 2.5222649574279785 (2.5285481772115164) | > loss_kl: 2.0092029571533203 (1.8640790466339356) | > loss_feat: 6.704941749572754 (7.262750487173757) | > loss_mel: 18.495864868164062 (18.301572953501047) | > loss_duration: 2.0387609004974365 (2.0324367073274434) | > loss_1: 31.77103614807129 (31.98938743529781) | > grad_norm_1: tensor(225.5083, device='cuda:0') (tensor(201.3443, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.6026 (0.3666325576843754) | > loader_time: 0.0039 (0.0037519951020517656)  --> TIME: 2024-06-11 08:12:36 -- STEP: 149/330 -- GLOBAL_STEP: 216850 | > loss_disc: 2.3021535873413086 (2.3216094410659482) | > loss_disc_real_0: 0.1706930249929428 (0.11147676635808593) | > loss_disc_real_1: 0.21216998994350433 (0.19805496391033967) | > loss_disc_real_2: 0.2565297484397888 (0.21422369578140685) | > loss_disc_real_3: 0.22309432923793793 (0.22647269110151586) | > loss_disc_real_4: 0.20170190930366516 (0.22526776840622792) | > loss_disc_real_5: 0.19150559604167938 (0.21631511445813537) | > loss_0: 2.3021535873413086 (2.3216094410659482) | > grad_norm_0: tensor(61.3653, device='cuda:0') (tensor(18.4728, device='cuda:0')) | > loss_gen: 2.473059892654419 (2.5374162165110548) | > loss_kl: 1.8336527347564697 (1.8692038307253946) | > loss_feat: 6.684502124786377 (7.301899436336235) | > loss_mel: 18.353336334228516 (18.29589885993291) | > loss_duration: 2.0738000869750977 (2.034791232755522) | > loss_1: 31.418350219726562 (32.03920964746667) | > grad_norm_1: tensor(344.6008, device='cuda:0') (tensor(221.1638, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3829 (0.37015501284759317) | > loader_time: 0.004 (0.0038322570339945337)  --> TIME: 2024-06-11 08:12:46 -- STEP: 174/330 -- GLOBAL_STEP: 216875 | > loss_disc: 2.4303998947143555 (2.324323010170597) | > loss_disc_real_0: 0.1739024519920349 (0.11292564543499344) | > loss_disc_real_1: 0.16889700293540955 (0.19754833051528053) | > loss_disc_real_2: 0.1987498551607132 (0.21383649119357945) | > loss_disc_real_3: 0.24241814017295837 (0.22684472902067776) | > loss_disc_real_4: 0.28514066338539124 (0.22524895947212462) | > loss_disc_real_5: 0.21249161660671234 (0.2160323202267461) | > loss_0: 2.4303998947143555 (2.324323010170597) | > grad_norm_0: tensor(76.3291, device='cuda:0') (tensor(21.7922, device='cuda:0')) | > loss_gen: 2.365389347076416 (2.5416276496032175) | > loss_kl: 1.970129132270813 (1.8760716641086272) | > loss_feat: 7.109407901763916 (7.303840319315593) | > loss_mel: 18.223249435424805 (18.27553325960005) | > loss_duration: 2.1226816177368164 (2.0389448582440974) | > loss_1: 31.79085922241211 (32.03601783445511) | > grad_norm_1: tensor(203.6689, device='cuda:0') (tensor(241.6272, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3991 (0.3723479591566942) | > loader_time: 0.0043 (0.0038940892822441012)  --> TIME: 2024-06-11 08:12:56 -- STEP: 199/330 -- GLOBAL_STEP: 216900 | > loss_disc: 2.238257884979248 (2.323944757931196) | > loss_disc_real_0: 0.11304726451635361 (0.11331304722470255) | > loss_disc_real_1: 0.20517556369304657 (0.1977296885683309) | > loss_disc_real_2: 0.20146696269512177 (0.21320811805114068) | > loss_disc_real_3: 0.21850988268852234 (0.226357658379641) | > loss_disc_real_4: 0.1994743049144745 (0.2250889497785712) | > loss_disc_real_5: 0.24956022202968597 (0.21585324975713416) | > loss_0: 2.238257884979248 (2.323944757931196) | > grad_norm_0: tensor(4.4595, device='cuda:0') (tensor(24.3521, device='cuda:0')) | > loss_gen: 2.7365782260894775 (2.547369924621966) | > loss_kl: 1.842795729637146 (1.8785479745673175) | > loss_feat: 6.982167720794678 (7.3179648365806695) | > loss_mel: 18.076671600341797 (18.238381697304874) | > loss_duration: 2.1720311641693115 (2.0464021872036438) | > loss_1: 31.810243606567383 (32.02866666400851) | > grad_norm_1: tensor(261.4431, device='cuda:0') (tensor(259.4418, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.3902 (0.3753312352913709) | > loader_time: 0.005 (0.003987543546973762)  --> TIME: 2024-06-11 08:13:07 -- STEP: 224/330 -- GLOBAL_STEP: 216925 | > loss_disc: 2.2954044342041016 (2.3271552153996056) | > loss_disc_real_0: 0.15231354534626007 (0.11415185741082366) | > loss_disc_real_1: 0.23872768878936768 (0.19800625655001827) | > loss_disc_real_2: 0.20647867023944855 (0.21321915875055955) | > loss_disc_real_3: 0.22159580886363983 (0.22677828491266286) | > loss_disc_real_4: 0.2317822128534317 (0.22587885401610816) | > loss_disc_real_5: 0.20414437353610992 (0.21662340765552865) | > loss_0: 2.2954044342041016 (2.3271552153996056) | > grad_norm_0: tensor(7.0122, device='cuda:0') (tensor(24.4452, device='cuda:0')) | > loss_gen: 2.5857765674591064 (2.5399791619607393) | > loss_kl: 1.8618743419647217 (1.8860892089349883) | > loss_feat: 7.524277210235596 (7.300143203565052) | > loss_mel: 18.26068115234375 (18.17936967100415) | > loss_duration: 2.1655828952789307 (2.0534181616136036) | > loss_1: 32.398193359375 (31.958999454975118) | > grad_norm_1: tensor(256.2431, device='cuda:0') (tensor(261.2030, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.4025 (0.378852491932256) | > loader_time: 0.0051 (0.004109084606170653)  --> TIME: 2024-06-11 08:13:17 -- STEP: 249/330 -- GLOBAL_STEP: 216950 | > loss_disc: 2.2428364753723145 (2.3279401863435183) | > loss_disc_real_0: 0.10777857899665833 (0.1148132367216679) | > loss_disc_real_1: 0.20956559479236603 (0.1982674880559186) | > loss_disc_real_2: 0.18430015444755554 (0.21339618794649953) | > loss_disc_real_3: 0.2168668955564499 (0.22680170439093947) | > loss_disc_real_4: 0.24007061123847961 (0.22567636708179153) | > loss_disc_real_5: 0.18752947449684143 (0.21662312452812274) | > loss_0: 2.2428364753723145 (2.3279401863435183) | > grad_norm_0: tensor(37.3986, device='cuda:0') (tensor(24.0999, device='cuda:0')) | > loss_gen: 2.4783036708831787 (2.534229137811317) | > loss_kl: 1.9425551891326904 (1.8919746511911293) | > loss_feat: 6.762200355529785 (7.292783951663588) | > loss_mel: 17.690631866455078 (18.142344463302422) | > loss_duration: 2.111755847930908 (2.061154783011444) | > loss_1: 30.98544692993164 (31.922487044430152) | > grad_norm_1: tensor(316.0727, device='cuda:0') (tensor(258.5682, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.4164 (0.38286728456795943) | > loader_time: 0.0062 (0.00424619755112981)  --> TIME: 2024-06-11 08:13:29 -- STEP: 274/330 -- GLOBAL_STEP: 216975 | > loss_disc: 2.388549327850342 (2.3335081565119054) | > loss_disc_real_0: 0.14141970872879028 (0.11567013040456893) | > loss_disc_real_1: 0.1649755835533142 (0.19883158444053065) | > loss_disc_real_2: 0.23717588186264038 (0.21346171091507815) | > loss_disc_real_3: 0.20031939446926117 (0.22719266048095518) | > loss_disc_real_4: 0.21314425766468048 (0.22607447870456387) | > loss_disc_real_5: 0.22155289351940155 (0.2172455335185476) | > loss_0: 2.388549327850342 (2.3335081565119054) | > grad_norm_0: tensor(14.0107, device='cuda:0') (tensor(24.5414, device='cuda:0')) | > loss_gen: 2.3125219345092773 (2.5271006169980463) | > loss_kl: 1.9902315139770508 (1.8996287201442859) | > loss_feat: 7.362053394317627 (7.284042920509394) | > loss_mel: 17.4471435546875 (18.09091132226651) | > loss_duration: 2.1325082778930664 (2.0689300403107724) | > loss_1: 31.244457244873047 (31.87061366895688) | > grad_norm_1: tensor(277.4991, device='cuda:0') (tensor(266.4619, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.4399 (0.3876937462465608) | > loader_time: 0.0059 (0.004414706334580469)  --> TIME: 2024-06-11 08:13:40 -- STEP: 299/330 -- GLOBAL_STEP: 217000 | > loss_disc: 2.429595708847046 (2.3375840649556956) | > loss_disc_real_0: 0.13779954612255096 (0.11692268557123915) | > loss_disc_real_1: 0.22232477366924286 (0.19923075904016907) | > loss_disc_real_2: 0.20701682567596436 (0.21314021905130356) | > loss_disc_real_3: 0.23190532624721527 (0.22755688837539392) | > loss_disc_real_4: 0.20365439355373383 (0.2259794951581636) | > loss_disc_real_5: 0.21533018350601196 (0.21759611612378962) | > loss_0: 2.429595708847046 (2.3375840649556956) | > grad_norm_0: tensor(6.2467, device='cuda:0') (tensor(26.6764, device='cuda:0')) | > loss_gen: 2.507955551147461 (2.525684823957974) | > loss_kl: 2.0109474658966064 (1.9032711185340498) | > loss_feat: 6.651429176330566 (7.283304434556228) | > loss_mel: 16.900678634643555 (18.04222106933593) | > loss_duration: 2.243302822113037 (2.078921700799747) | > loss_1: 30.314313888549805 (31.833403182268928) | > grad_norm_1: tensor(456.1902, device='cuda:0') (tensor(280.6576, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.4752 (0.3941917969630317) | > loader_time: 0.007 (0.004594842725772921) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_217000.pth  --> TIME: 2024-06-11 08:13:59 -- STEP: 324/330 -- GLOBAL_STEP: 217025 | > loss_disc: 2.3507890701293945 (2.343118368107595) | > loss_disc_real_0: 0.1759919822216034 (0.11905635174731781) | > loss_disc_real_1: 0.21691635251045227 (0.1997199019440163) | > loss_disc_real_2: 0.24634741246700287 (0.21335864545386507) | > loss_disc_real_3: 0.27735304832458496 (0.22718174861353121) | > loss_disc_real_4: 0.2137269377708435 (0.22649743223999752) | > loss_disc_real_5: 0.24393650889396667 (0.21810003696584415) | > loss_0: 2.3507890701293945 (2.343118368107595) | > grad_norm_0: tensor(22.7490, device='cuda:0') (tensor(28.7039, device='cuda:0')) | > loss_gen: 2.7260711193084717 (2.5243812276993274) | > loss_kl: 2.202289581298828 (1.909520188599457) | > loss_feat: 10.386296272277832 (7.332403246267342) | > loss_mel: 18.19776725769043 (17.994429664847285) | > loss_duration: 2.2763586044311523 (2.0928798479798427) | > loss_1: 35.78878402709961 (31.853614189006652) | > grad_norm_1: tensor(397.9520, device='cuda:0') (tensor(291.6440, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.583 (0.40561010145846743) | > loader_time: 0.0091 (0.004870692153035858)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.276188850402832 (2.276188850402832) | > loss_disc_real_0: 0.10855546593666077 (0.10855546593666077) | > loss_disc_real_1: 0.21658386290073395 (0.21658386290073395) | > loss_disc_real_2: 0.26292410492897034 (0.26292410492897034) | > loss_disc_real_3: 0.280183345079422 (0.280183345079422) | > loss_disc_real_4: 0.21593345701694489 (0.21593345701694489) | > loss_disc_real_5: 0.24763110280036926 (0.24763110280036926) | > loss_0: 2.276188850402832 (2.276188850402832) | > loss_gen: 2.558957815170288 (2.558957815170288) | > loss_kl: 2.7748515605926514 (2.7748515605926514) | > loss_feat: 6.339870929718018 (6.339870929718018) | > loss_mel: 15.394434928894043 (15.394434928894043) | > loss_duration: 2.880401372909546 (2.880401372909546) | > loss_1: 29.948516845703125 (29.948516845703125)  --> STEP: 1 | > loss_disc: 2.2052485942840576 (2.2052485942840576) | > loss_disc_real_0: 0.09938753396272659 (0.09938753396272659) | > loss_disc_real_1: 0.18129803240299225 (0.18129803240299225) | > loss_disc_real_2: 0.1826072782278061 (0.1826072782278061) | > loss_disc_real_3: 0.2028094083070755 (0.2028094083070755) | > loss_disc_real_4: 0.2575705945491791 (0.2575705945491791) | > loss_disc_real_5: 0.2919340431690216 (0.2919340431690216) | > loss_0: 2.2052485942840576 (2.2052485942840576) | > loss_gen: 2.543447494506836 (2.543447494506836) | > loss_kl: 2.7321722507476807 (2.7321722507476807) | > loss_feat: 6.288845062255859 (6.288845062255859) | > loss_mel: 18.69428062438965 (18.69428062438965) | > loss_duration: 2.4899048805236816 (2.4899048805236816) | > loss_1: 32.74864959716797 (32.74864959716797)  --> STEP: 2 | > loss_disc: 2.4018940925598145 (2.303571343421936) | > loss_disc_real_0: 0.1461210548877716 (0.1227542944252491) | > loss_disc_real_1: 0.2734958827495575 (0.22739695757627487) | > loss_disc_real_2: 0.25798746943473816 (0.22029737383127213) | > loss_disc_real_3: 0.21701571345329285 (0.20991256088018417) | > loss_disc_real_4: 0.2228231579065323 (0.24019687622785568) | > loss_disc_real_5: 0.21815305948257446 (0.25504355132579803) | > loss_0: 2.4018940925598145 (2.303571343421936) | > loss_gen: 2.4125192165374756 (2.4779833555221558) | > loss_kl: 2.315518617630005 (2.5238454341888428) | > loss_feat: 5.399893760681152 (5.844369411468506) | > loss_mel: 20.00874137878418 (19.351511001586914) | > loss_duration: 2.383188247680664 (2.436546564102173) | > loss_1: 32.519859313964844 (32.634254455566406)  --> STEP: 3 | > loss_disc: 2.150320291519165 (2.2524876594543457) | > loss_disc_real_0: 0.0808715745806694 (0.1087933878103892) | > loss_disc_real_1: 0.14544640481472015 (0.20008010665575662) | > loss_disc_real_2: 0.19811955094337463 (0.21290476620197296) | > loss_disc_real_3: 0.21059593558311462 (0.21014035244782767) | > loss_disc_real_4: 0.22113044559955597 (0.23384139935175577) | > loss_disc_real_5: 0.1900196075439453 (0.2333689033985138) | > loss_0: 2.150320291519165 (2.2524876594543457) | > loss_gen: 2.4166855812072754 (2.4575507640838623) | > loss_kl: 2.757164478302002 (2.601618448893229) | > loss_feat: 7.540495872497559 (6.40974489847819) | > loss_mel: 18.37323570251465 (19.025419235229492) | > loss_duration: 2.255544900894165 (2.3762126763661704) | > loss_1: 33.3431282043457 (32.87054570515951)  --> STEP: 4 | > loss_disc: 2.3910884857177734 (2.2871378660202026) | > loss_disc_real_0: 0.1445075124502182 (0.11772191897034645) | > loss_disc_real_1: 0.22689062356948853 (0.2067827358841896) | > loss_disc_real_2: 0.20555046200752258 (0.21106619015336037) | > loss_disc_real_3: 0.24812836945056915 (0.21963735669851303) | > loss_disc_real_4: 0.21251611411571503 (0.2285100780427456) | > loss_disc_real_5: 0.25282660126686096 (0.23823332786560059) | > loss_0: 2.3910884857177734 (2.2871378660202026) | > loss_gen: 2.4359514713287354 (2.4521509408950806) | > loss_kl: 3.4506735801696777 (2.8138822317123413) | > loss_feat: 7.5598649978637695 (6.697274923324585) | > loss_mel: 20.345245361328125 (19.35537576675415) | > loss_duration: 2.325106143951416 (2.3634360432624817) | > loss_1: 36.116844177246094 (33.68212032318115)  --> STEP: 5 | > loss_disc: 2.2845230102539062 (2.2866148948669434) | > loss_disc_real_0: 0.15627962350845337 (0.12543345987796783) | > loss_disc_real_1: 0.29652222990989685 (0.22473063468933105) | > loss_disc_real_2: 0.2466427981853485 (0.218181511759758) | > loss_disc_real_3: 0.2525291442871094 (0.2262157142162323) | > loss_disc_real_4: 0.2329351305961609 (0.22939508855342866) | > loss_disc_real_5: 0.21939349174499512 (0.2344653606414795) | > loss_0: 2.2845230102539062 (2.2866148948669434) | > loss_gen: 2.7346057891845703 (2.5086419105529787) | > loss_kl: 2.529726982116699 (2.757051181793213) | > loss_feat: 6.014636039733887 (6.560747146606445) | > loss_mel: 19.045217514038086 (19.29334411621094) | > loss_duration: 2.3038690090179443 (2.3515226364135744) | > loss_1: 32.628055572509766 (33.471307373046876)  --> STEP: 6 | > loss_disc: 2.6452252864837646 (2.346383293469747) | > loss_disc_real_0: 0.10848123580217361 (0.1226080891986688) | > loss_disc_real_1: 0.23234054446220398 (0.22599895298480988) | > loss_disc_real_2: 0.313273549079895 (0.2340301846464475) | > loss_disc_real_3: 0.2807742953300476 (0.23530881106853485) | > loss_disc_real_4: 0.28291529417037964 (0.23831512282292047) | > loss_disc_real_5: 0.24570712447166443 (0.23633898794651031) | > loss_0: 2.6452252864837646 (2.346383293469747) | > loss_gen: 2.3704569339752197 (2.485611081123352) | > loss_kl: 2.359182119369507 (2.6907396713892617) | > loss_feat: 5.508851051330566 (6.385431130727132) | > loss_mel: 18.015262603759766 (19.08033053080241) | > loss_duration: 2.1944499015808105 (2.3253438472747803) | > loss_1: 30.448204040527344 (32.96745681762695)  --> STEP: 7 | > loss_disc: 2.373055934906006 (2.350193670817784) | > loss_disc_real_0: 0.19310592114925385 (0.13267920804875238) | > loss_disc_real_1: 0.3276434540748596 (0.2405195959976741) | > loss_disc_real_2: 0.2663545608520508 (0.2386479526758194) | > loss_disc_real_3: 0.28480949997901917 (0.2423803380557469) | > loss_disc_real_4: 0.244344562292099 (0.2391764713185174) | > loss_disc_real_5: 0.2368113249540329 (0.23640646466187068) | > loss_0: 2.373055934906006 (2.350193670817784) | > loss_gen: 2.837872266769409 (2.5359341076442172) | > loss_kl: 3.954312324523926 (2.8712500504084995) | > loss_feat: 5.095224857330322 (6.201115948813302) | > loss_mel: 17.363237380981445 (18.835031509399414) | > loss_duration: 2.5535740852355957 (2.3579481669834683) | > loss_1: 31.80422019958496 (32.80128015790667)  --> STEP: 8 | > loss_disc: 2.253476142883301 (2.3381039798259735) | > loss_disc_real_0: 0.10804212093353271 (0.12959957215934992) | > loss_disc_real_1: 0.18708723783493042 (0.23384055122733116) | > loss_disc_real_2: 0.28214478492736816 (0.244085056707263) | > loss_disc_real_3: 0.29654690623283386 (0.24915115907788277) | > loss_disc_real_4: 0.19462227821350098 (0.23360719718039036) | > loss_disc_real_5: 0.22652633488178253 (0.23517144843935966) | > loss_0: 2.253476142883301 (2.3381039798259735) | > loss_gen: 2.698336601257324 (2.5562344193458557) | > loss_kl: 3.0292911529541016 (2.8910051882267) | > loss_feat: 9.662649154663086 (6.633807599544525) | > loss_mel: 20.364686965942383 (19.026238441467285) | > loss_duration: 2.2380099296569824 (2.3429558873176575) | > loss_1: 37.99297332763672 (33.450241804122925)  --> STEP: 9 | > loss_disc: 2.166161060333252 (2.3189992109934487) | > loss_disc_real_0: 0.09805533289909363 (0.1260946566859881) | > loss_disc_real_1: 0.185013085603714 (0.22841527726915148) | > loss_disc_real_2: 0.17234660685062408 (0.2361141178343031) | > loss_disc_real_3: 0.2768876552581787 (0.25223299198680454) | > loss_disc_real_4: 0.25049278140068054 (0.23548337320486704) | > loss_disc_real_5: 0.25450581312179565 (0.23731971118185255) | > loss_0: 2.166161060333252 (2.3189992109934487) | > loss_gen: 2.793929100036621 (2.5826449394226074) | > loss_kl: 2.873737335205078 (2.889086537890964) | > loss_feat: 10.122316360473633 (7.021419684092204) | > loss_mel: 18.913869857788086 (19.01375304328071) | > loss_duration: 2.1970996856689453 (2.326749642690023) | > loss_1: 36.90095520019531 (33.83365440368652)  --> STEP: 10 | > loss_disc: 2.547699213027954 (2.3418692111968995) | > loss_disc_real_0: 0.15345399081707 (0.1288305900990963) | > loss_disc_real_1: 0.3446635603904724 (0.24004010558128358) | > loss_disc_real_2: 0.26145899295806885 (0.2386486053466797) | > loss_disc_real_3: 0.24597331881523132 (0.25160702466964724) | > loss_disc_real_4: 0.24604575335979462 (0.2365396112203598) | > loss_disc_real_5: 0.27392762899398804 (0.2409805029630661) | > loss_0: 2.547699213027954 (2.3418692111968995) | > loss_gen: 2.3188974857330322 (2.55627019405365) | > loss_kl: 2.3682188987731934 (2.836999773979187) | > loss_feat: 4.328740119934082 (6.752151727676392) | > loss_mel: 13.940479278564453 (18.506425666809083) | > loss_duration: 2.3646271228790283 (2.3305373907089235) | > loss_1: 25.32096290588379 (32.98238525390625)  --> STEP: 11 | > loss_disc: 2.5620031356811523 (2.361881386150013) | > loss_disc_real_0: 0.1811680644750595 (0.13358854231509296) | > loss_disc_real_1: 0.2630457580089569 (0.24213152852925388) | > loss_disc_real_2: 0.2649638056755066 (0.24104089628566394) | > loss_disc_real_3: 0.3199373781681061 (0.2578188749876889) | > loss_disc_real_4: 0.25789645314216614 (0.23848114230416037) | > loss_disc_real_5: 0.28262582421302795 (0.24476644125851718) | > loss_0: 2.5620031356811523 (2.361881386150013) | > loss_gen: 2.5264601707458496 (2.553560191934759) | > loss_kl: 2.8131871223449707 (2.8348349874669854) | > loss_feat: 5.237339496612549 (6.614441524852406) | > loss_mel: 17.20205307006836 (18.387846339832652) | > loss_duration: 2.4595465660095215 (2.342265497554432) | > loss_1: 30.23858642578125 (32.73294899680398)  --> STEP: 12 | > loss_disc: 2.2150280475616455 (2.349643607934316) | > loss_disc_real_0: 0.10050526261329651 (0.13083160233994326) | > loss_disc_real_1: 0.1373964101076126 (0.2334036019941171) | > loss_disc_real_2: 0.22181156277656555 (0.23943845182657242) | > loss_disc_real_3: 0.23077800869941711 (0.25556546946366626) | > loss_disc_real_4: 0.18351908028125763 (0.23390097046891847) | > loss_disc_real_5: 0.20217487215995789 (0.24121714383363724) | > loss_0: 2.2150280475616455 (2.349643607934316) | > loss_gen: 2.3040359020233154 (2.532766501108805) | > loss_kl: 2.322906970977783 (2.7921743194262185) | > loss_feat: 6.483029365539551 (6.603490511576335) | > loss_mel: 18.71635627746582 (18.41522216796875) | > loss_duration: 2.2395262718200684 (2.333703895409902) | > loss_1: 32.065853118896484 (32.67735767364502)  --> STEP: 13 | > loss_disc: 2.361466646194458 (2.3505530724158654) | > loss_disc_real_0: 0.12882094085216522 (0.13067693607165262) | > loss_disc_real_1: 0.19403430819511414 (0.2303751947788092) | > loss_disc_real_2: 0.2879543900489807 (0.24317044707444999) | > loss_disc_real_3: 0.28029555082321167 (0.2574677834144005) | > loss_disc_real_4: 0.22088518738746643 (0.23289975638572985) | > loss_disc_real_5: 0.21532033383846283 (0.23922508152631614) | > loss_0: 2.361466646194458 (2.3505530724158654) | > loss_gen: 2.483670234680176 (2.52898986522968) | > loss_kl: 3.3350706100463867 (2.833935572550847) | > loss_feat: 5.86562967300415 (6.54673198553232) | > loss_mel: 14.95923900604248 (18.149377309359036) | > loss_duration: 2.1964263916015625 (2.323144087424645) | > loss_1: 28.84003448486328 (32.38217896681566)  --> STEP: 14 | > loss_disc: 2.2121620178222656 (2.3406679970877513) | > loss_disc_real_0: 0.09144560992717743 (0.12787469848990438) | > loss_disc_real_1: 0.20323829352855682 (0.22843684468950545) | > loss_disc_real_2: 0.20328308641910553 (0.24032134988478251) | > loss_disc_real_3: 0.23177145421504974 (0.2556323313287326) | > loss_disc_real_4: 0.18828299641609192 (0.22971284495932714) | > loss_disc_real_5: 0.1950942724943161 (0.23607288088117326) | > loss_0: 2.2121620178222656 (2.3406679970877513) | > loss_gen: 2.2986860275268555 (2.5125395911080495) | > loss_kl: 3.8390800952911377 (2.9057316098894392) | > loss_feat: 6.376845359802246 (6.534597226551601) | > loss_mel: 19.541088104248047 (18.24878522327968) | > loss_duration: 2.3889870643615723 (2.3278471572058543) | > loss_1: 34.44468688964844 (32.52950096130372)  --> STEP: 15 | > loss_disc: 2.61183762550354 (2.3587459723154702) | > loss_disc_real_0: 0.09080882370471954 (0.12540364017089206) | > loss_disc_real_1: 0.1849672943353653 (0.2255388746658961) | > loss_disc_real_2: 0.20884129405021667 (0.23822267949581147) | > loss_disc_real_3: 0.20697596669197083 (0.2523885736862818) | > loss_disc_real_4: 0.22544999420642853 (0.22942865490913392) | > loss_disc_real_5: 0.20762507617473602 (0.23417636056741079) | > loss_0: 2.61183762550354 (2.3587459723154702) | > loss_gen: 2.2266242504119873 (2.4934785683949787) | > loss_kl: 2.8541147708892822 (2.9022904872894286) | > loss_feat: 9.559030532836914 (6.736226113637288) | > loss_mel: 18.774471282958984 (18.283830960591633) | > loss_duration: 2.318554401397705 (2.3272276401519774) | > loss_1: 35.73279571533203 (32.743053944905604)  --> STEP: 16 | > loss_disc: 2.656630039215088 (2.3773637264966965) | > loss_disc_real_0: 0.12897388637065887 (0.1256267805583775) | > loss_disc_real_1: 0.22661957144737244 (0.22560641821473837) | > loss_disc_real_2: 0.20510707795619965 (0.23615295439958572) | > loss_disc_real_3: 0.3018399477005005 (0.2554792845621705) | > loss_disc_real_4: 0.26382768154144287 (0.23157859407365322) | > loss_disc_real_5: 0.3448277413845062 (0.24109207186847925) | > loss_0: 2.656630039215088 (2.3773637264966965) | > loss_gen: 2.1723999977111816 (2.4734111577272415) | > loss_kl: 2.735851764678955 (2.891888067126274) | > loss_feat: 4.844350337982178 (6.617983877658844) | > loss_mel: 13.57827377319336 (17.989733636379242) | > loss_duration: 2.3914124965667725 (2.331239193677902) | > loss_1: 25.722288131713867 (32.304256081581116)  --> STEP: 17 | > loss_disc: 2.4716153144836426 (2.382907937554752) | > loss_disc_real_0: 0.13439001142978668 (0.12614226472728393) | > loss_disc_real_1: 0.3015806972980499 (0.23007549345493317) | > loss_disc_real_2: 0.3300665020942688 (0.24167728073456707) | > loss_disc_real_3: 0.3069520592689514 (0.25850709483904) | > loss_disc_real_4: 0.27768051624298096 (0.23429047184831955) | > loss_disc_real_5: 0.2795107364654541 (0.24335199331536012) | > loss_0: 2.4716153144836426 (2.382907937554752) | > loss_gen: 3.0561676025390625 (2.5076909485985253) | > loss_kl: 2.332159996032715 (2.8589628864737118) | > loss_feat: 6.082011699676514 (6.586456102483413) | > loss_mel: 17.409812927246094 (17.955620653489056) | > loss_duration: 2.4372174739837646 (2.3374732101664826) | > loss_1: 31.31736946105957 (32.24620392743279)  --> STEP: 18 | > loss_disc: 2.359752655029297 (2.3816215329700046) | > loss_disc_real_0: 0.08538834750652313 (0.12387815821501943) | > loss_disc_real_1: 0.1302148401737213 (0.22452767938375473) | > loss_disc_real_2: 0.25512707233428955 (0.2424244913789961) | > loss_disc_real_3: 0.22980958223342896 (0.2569127885831727) | > loss_disc_real_4: 0.23967906832695007 (0.2345898383193546) | > loss_disc_real_5: 0.276213139295578 (0.24517761253648335) | > loss_0: 2.359752655029297 (2.3816215329700046) | > loss_gen: 2.423154592514038 (2.502994484371609) | > loss_kl: 2.126166820526123 (2.818251993921068) | > loss_feat: 8.245183944702148 (6.678607649273342) | > loss_mel: 18.69957733154297 (17.996951580047607) | > loss_duration: 2.261284351348877 (2.3332404957877264) | > loss_1: 33.755367279052734 (32.33004633585612)  --> STEP: 19 | > loss_disc: 2.459019184112549 (2.3856950935564543) | > loss_disc_real_0: 0.17639294266700745 (0.1266420942388083) | > loss_disc_real_1: 0.2725967466831207 (0.22705763029424766) | > loss_disc_real_2: 0.24109065532684326 (0.24235428948151438) | > loss_disc_real_3: 0.19545774161815643 (0.2536783124271192) | > loss_disc_real_4: 0.2289372682571411 (0.23429233463186966) | > loss_disc_real_5: 0.2695857584476471 (0.24646225179496564) | > loss_0: 2.459019184112549 (2.3856950935564543) | > loss_gen: 2.4552676677703857 (2.500482546655755) | > loss_kl: 1.5607503652572632 (2.7520676976756047) | > loss_feat: 7.991518974304199 (6.7477082453275985) | > loss_mel: 17.499483108520508 (17.970769028914603) | > loss_duration: 2.3191795349121094 (2.3325004452153255) | > loss_1: 31.82619857788086 (32.30352803280479)  --> STEP: 20 | > loss_disc: 2.557643175125122 (2.3942924976348876) | > loss_disc_real_0: 0.11318861693143845 (0.12596942037343978) | > loss_disc_real_1: 0.25055089592933655 (0.2282322935760021) | > loss_disc_real_2: 0.2826816439628601 (0.24437065720558165) | > loss_disc_real_3: 0.23157429695129395 (0.25257311165332796) | > loss_disc_real_4: 0.2740348279476166 (0.236279459297657) | > loss_disc_real_5: 0.2690271735191345 (0.2475904978811741) | > loss_0: 2.557643175125122 (2.3942924976348876) | > loss_gen: 2.172273635864258 (2.4840721011161806) | > loss_kl: 1.953295350074768 (2.7121290802955627) | > loss_feat: 5.18541145324707 (6.669593405723572) | > loss_mel: 17.146026611328125 (17.92953190803528) | > loss_duration: 2.2777538299560547 (2.329763114452362) | > loss_1: 28.734760284423828 (32.12508964538574)  --> STEP: 21 | > loss_disc: 2.4894044399261475 (2.3988216377439953) | > loss_disc_real_0: 0.1480863392353058 (0.1270226069859096) | > loss_disc_real_1: 0.20724299550056458 (0.22723280319145747) | > loss_disc_real_2: 0.3127220869064331 (0.2476254871913365) | > loss_disc_real_3: 0.23700550198554993 (0.2518317969072433) | > loss_disc_real_4: 0.25029489398002625 (0.2369468609491984) | > loss_disc_real_5: 0.20132753252983093 (0.24538749953111014) | > loss_0: 2.4894044399261475 (2.3988216377439953) | > loss_gen: 2.2993063926696777 (2.4752737340472994) | > loss_kl: 2.276054859161377 (2.691363641193935) | > loss_feat: 4.725386619567871 (6.577012130192348) | > loss_mel: 14.581567764282227 (17.77010504404704) | > loss_duration: 2.187117576599121 (2.322970469792684) | > loss_1: 26.069435119628906 (31.836725144159224)  --> STEP: 22 | > loss_disc: 2.3608298301696777 (2.397094737399708) | > loss_disc_real_0: 0.08134496212005615 (0.12494635040109806) | > loss_disc_real_1: 0.15724274516105652 (0.22405143691734833) | > loss_disc_real_2: 0.18302752077579498 (0.24468921599063007) | > loss_disc_real_3: 0.219478577375412 (0.25036119601943274) | > loss_disc_real_4: 0.19903968274593353 (0.23522380739450455) | > loss_disc_real_5: 0.2509366273880005 (0.24563973261551422) | > loss_0: 2.3608298301696777 (2.397094737399708) | > loss_gen: 2.1926910877227783 (2.462429068305276) | > loss_kl: 1.982619285583496 (2.6591479886661875) | > loss_feat: 7.921472072601318 (6.638123945756392) | > loss_mel: 19.83738136291504 (17.864072149450127) | > loss_duration: 2.162316083908081 (2.31566799770702) | > loss_1: 34.09648132324219 (31.939441334117543)  --> STEP: 23 | > loss_disc: 2.6245553493499756 (2.406984329223633) | > loss_disc_real_0: 0.17903265357017517 (0.12729792879975357) | > loss_disc_real_1: 0.2799258232116699 (0.2264807580605797) | > loss_disc_real_2: 0.33212611079216003 (0.2484908201124357) | > loss_disc_real_3: 0.3339541554450989 (0.25399567251620087) | > loss_disc_real_4: 0.2889658212661743 (0.2375604166932728) | > loss_disc_real_5: 0.25322139263153076 (0.24596937000751495) | > loss_0: 2.6245553493499756 (2.406984329223633) | > loss_gen: 2.6516730785369873 (2.470657068750133) | > loss_kl: 2.288968086242676 (2.6430532102999478) | > loss_feat: 5.818470478057861 (6.602486838465151) | > loss_mel: 17.223215103149414 (17.836208799610965) | > loss_duration: 2.2498316764831543 (2.3128055489581563) | > loss_1: 30.232158660888672 (31.86521165267281)  --> STEP: 24 | > loss_disc: 2.408900260925293 (2.407064159711202) | > loss_disc_real_0: 0.15730156004428864 (0.1285480801016092) | > loss_disc_real_1: 0.22446730732917786 (0.22639686428010464) | > loss_disc_real_2: 0.26995953917503357 (0.24938535007337728) | > loss_disc_real_3: 0.28070616722106934 (0.2551086097955704) | > loss_disc_real_4: 0.19391435384750366 (0.23574183074136576) | > loss_disc_real_5: 0.2310095578432083 (0.24534604450066885) | > loss_0: 2.408900260925293 (2.407064159711202) | > loss_gen: 2.521660327911377 (2.4727822045485177) | > loss_kl: 2.765820264816284 (2.648168504238128) | > loss_feat: 6.08843469619751 (6.5810679992039995) | > loss_mel: 17.66595458984375 (17.829114874204) | > loss_duration: 2.441164493560791 (2.3181538383165994) | > loss_1: 31.483034133911133 (31.84928758939107)  --> STEP: 25 | > loss_disc: 2.4006006717681885 (2.4068056201934813) | > loss_disc_real_0: 0.11535348743200302 (0.12802029639482496) | > loss_disc_real_1: 0.19696763157844543 (0.22521969497203828) | > loss_disc_real_2: 0.3011300563812256 (0.2514551383256912) | > loss_disc_real_3: 0.23984722793102264 (0.25449815452098845) | > loss_disc_real_4: 0.21467991173267365 (0.23489935398101808) | > loss_disc_real_5: 0.24141240119934082 (0.2451886987686157) | > loss_0: 2.4006006717681885 (2.4068056201934813) | > loss_gen: 2.422133684158325 (2.4707562637329104) | > loss_kl: 2.7253241539001465 (2.651254730224609) | > loss_feat: 8.28386116027832 (6.649179725646973) | > loss_mel: 16.659931182861328 (17.782347526550293) | > loss_duration: 2.3608412742614746 (2.3198613357543945) | > loss_1: 32.452091217041016 (31.87339973449707)  --> STEP: 26 | > loss_disc: 2.4365921020507812 (2.4079512541110697) | > loss_disc_real_0: 0.07145597040653229 (0.12584474539527524) | > loss_disc_real_1: 0.1394023895263672 (0.221919029377974) | > loss_disc_real_2: 0.07359185814857483 (0.24461424293426368) | > loss_disc_real_3: 0.11880896240472794 (0.24927933943959382) | > loss_disc_real_4: 0.1081390455365181 (0.23002395750238344) | > loss_disc_real_5: 0.2132354974746704 (0.24395972948807937) | > loss_0: 2.4365921020507812 (2.4079512541110697) | > loss_gen: 1.7747859954833984 (2.4439881764925446) | > loss_kl: 2.086268663406372 (2.6295244968854457) | > loss_feat: 14.922188758850098 (6.96737238077017) | > loss_mel: 21.038463592529297 (17.907582759857178) | > loss_duration: 2.3255457878112793 (2.320079968525813) | > loss_1: 42.147254943847656 (32.268548011779785) --> EVAL PERFORMANCE | > avg_loader_time: 0.00249018118931697 (+1.3663218571585874e-06) | > avg_loss_disc: 2.4079512541110697 (-0.034407716531019705) | > avg_loss_disc_real_0: 0.12584474539527524 (-0.023831256163808018) | > avg_loss_disc_real_1: 0.221919029377974 (+0.0019305130610099142) | > avg_loss_disc_real_2: 0.24461424293426368 (+0.008235985843034893) | > avg_loss_disc_real_3: 0.24927933943959382 (+0.02259047730610919) | > avg_loss_disc_real_4: 0.23002395750238344 (+0.03985260255061662) | > avg_loss_disc_real_5: 0.24395972948807937 (+0.04527730437425467) | > avg_loss_0: 2.4079512541110697 (-0.034407716531019705) | > avg_loss_gen: 2.4439881764925446 (+0.0662949176935057) | > avg_loss_kl: 2.6295244968854457 (+0.03638450457499509) | > avg_loss_feat: 6.96737238077017 (-0.4292307083423319) | > avg_loss_mel: 17.907582759857178 (-0.44255249316875833) | > avg_loss_duration: 2.320079968525813 (+0.00021248597365142174) | > avg_loss_1: 32.268548011779785 (-0.7688912611741259)  > EPOCH: 391/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:14:22)   --> TIME: 2024-06-11 08:14:29 -- STEP: 19/330 -- GLOBAL_STEP: 217050 | > loss_disc: 2.350984573364258 (2.330403541263781) | > loss_disc_real_0: 0.09889623522758484 (0.0972806217246934) | > loss_disc_real_1: 0.18060772120952606 (0.19390589155648885) | > loss_disc_real_2: 0.20239150524139404 (0.2127168994200857) | > loss_disc_real_3: 0.22108738124370575 (0.2322281716685546) | > loss_disc_real_4: 0.2125757932662964 (0.2354831460275148) | > loss_disc_real_5: 0.217412069439888 (0.23108245353949697) | > loss_0: 2.350984573364258 (2.330403541263781) | > grad_norm_0: tensor(5.2340, device='cuda:0') (tensor(7.2905, device='cuda:0')) | > loss_gen: 2.460756301879883 (2.505997846001073) | > loss_kl: 1.9457941055297852 (1.8458118815171092) | > loss_feat: 7.31284236907959 (7.105162068417198) | > loss_mel: 17.375736236572266 (18.3437143626966) | > loss_duration: 2.0151615142822266 (2.114064473854868) | > loss_1: 31.11029052734375 (31.91475035014905) | > grad_norm_1: tensor(100.9757, device='cuda:0') (tensor(108.2022, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.3499 (0.3465129952681692) | > loader_time: 0.0036 (0.003189739428068462)  --> TIME: 2024-06-11 08:14:38 -- STEP: 44/330 -- GLOBAL_STEP: 217075 | > loss_disc: 2.4394187927246094 (2.3163794441656638) | > loss_disc_real_0: 0.09118258208036423 (0.10339868483556942) | > loss_disc_real_1: 0.19834014773368835 (0.19562575695189563) | > loss_disc_real_2: 0.21875622868537903 (0.21074547110633415) | > loss_disc_real_3: 0.2632143497467041 (0.22742729430848901) | > loss_disc_real_4: 0.24380995333194733 (0.22959885102781383) | > loss_disc_real_5: 0.2199222892522812 (0.22317209027030252) | > loss_0: 2.4394187927246094 (2.3163794441656638) | > grad_norm_0: tensor(13.1168, device='cuda:0') (tensor(8.6989, device='cuda:0')) | > loss_gen: 2.4881985187530518 (2.5166003487326885) | > loss_kl: 1.8932808637619019 (1.869600610299544) | > loss_feat: 7.500002861022949 (7.257619066671892) | > loss_mel: 18.547109603881836 (18.379956722259518) | > loss_duration: 1.9673857688903809 (2.0561616366559807) | > loss_1: 32.39597702026367 (32.07993828166614) | > grad_norm_1: tensor(149.6006, device='cuda:0') (tensor(118.9350, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.3556 (0.3499917875636708) | > loader_time: 0.0034 (0.00333570350300182)  --> TIME: 2024-06-11 08:14:48 -- STEP: 69/330 -- GLOBAL_STEP: 217100 | > loss_disc: 2.4005837440490723 (2.323869421862174) | > loss_disc_real_0: 0.10693545639514923 (0.10653148067818172) | > loss_disc_real_1: 0.2165798544883728 (0.19620865453844485) | > loss_disc_real_2: 0.21762023866176605 (0.21170430187729822) | > loss_disc_real_3: 0.2270866483449936 (0.22687152697556262) | > loss_disc_real_4: 0.22807161509990692 (0.22863938864590466) | > loss_disc_real_5: 0.21362921595573425 (0.22153766042944315) | > loss_0: 2.4005837440490723 (2.323869421862174) | > grad_norm_0: tensor(8.1399, device='cuda:0') (tensor(9.3041, device='cuda:0')) | > loss_gen: 2.4471187591552734 (2.502350409825643) | > loss_kl: 1.6526732444763184 (1.8698447407155796) | > loss_feat: 6.7819743156433105 (7.224876645682515) | > loss_mel: 17.29230499267578 (18.24808090320532) | > loss_duration: 1.9588799476623535 (2.037413327590278) | > loss_1: 30.132949829101562 (31.88256592681442) | > grad_norm_1: tensor(40.2654, device='cuda:0') (tensor(119.3501, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.3486 (0.3531021968178127) | > loader_time: 0.0034 (0.003427180691041808)  --> TIME: 2024-06-11 08:14:57 -- STEP: 94/330 -- GLOBAL_STEP: 217125 | > loss_disc: 2.260495901107788 (2.329421804306353) | > loss_disc_real_0: 0.12819522619247437 (0.1095493542466392) | > loss_disc_real_1: 0.23705537617206573 (0.1994633319530081) | > loss_disc_real_2: 0.21079084277153015 (0.21143178721057607) | > loss_disc_real_3: 0.22149066627025604 (0.2282021421384304) | > loss_disc_real_4: 0.2210962474346161 (0.22833360715749415) | > loss_disc_real_5: 0.18853498995304108 (0.22160288453736204) | > loss_0: 2.260495901107788 (2.329421804306353) | > grad_norm_0: tensor(6.2960, device='cuda:0') (tensor(9.7190, device='cuda:0')) | > loss_gen: 2.6827709674835205 (2.498721888724794) | > loss_kl: 2.0088791847229004 (1.864331827518788) | > loss_feat: 7.494368076324463 (7.192728712203655) | > loss_mel: 18.874523162841797 (18.197621609302278) | > loss_duration: 2.045443058013916 (2.0312392052183754) | > loss_1: 33.10598373413086 (31.78464317321777) | > grad_norm_1: tensor(51.0813, device='cuda:0') (tensor(116.3666, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.3643 (0.35540732424309895) | > loader_time: 0.0037 (0.0035280420425090383)  --> TIME: 2024-06-11 08:15:06 -- STEP: 119/330 -- GLOBAL_STEP: 217150 | > loss_disc: 2.2906742095947266 (2.3321679099267243) | > loss_disc_real_0: 0.10839375108480453 (0.11172194212299436) | > loss_disc_real_1: 0.21046437323093414 (0.19870464641506932) | > loss_disc_real_2: 0.20053677260875702 (0.2118930770319049) | > loss_disc_real_3: 0.23499302566051483 (0.22802390596445868) | > loss_disc_real_4: 0.2420734316110611 (0.22764907451737829) | > loss_disc_real_5: 0.2120475471019745 (0.220810995507641) | > loss_0: 2.2906742095947266 (2.3321679099267243) | > grad_norm_0: tensor(11.6350, device='cuda:0') (tensor(9.7721, device='cuda:0')) | > loss_gen: 2.6327075958251953 (2.504128083461473) | > loss_kl: 1.9652470350265503 (1.8690894020705664) | > loss_feat: 7.345614910125732 (7.209620700163) | > loss_mel: 18.125308990478516 (18.19875947968299) | > loss_duration: 2.001878499984741 (2.0309893163312367) | > loss_1: 32.07075500488281 (31.812587016770816) | > grad_norm_1: tensor(40.4618, device='cuda:0') (tensor(116.1867, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.365 (0.35704886813123676) | > loader_time: 0.004 (0.003631333343121184)  --> TIME: 2024-06-11 08:15:16 -- STEP: 144/330 -- GLOBAL_STEP: 217175 | > loss_disc: 2.511655807495117 (2.3381215516063873) | > loss_disc_real_0: 0.11889007687568665 (0.11249425533848505) | > loss_disc_real_1: 0.1577850729227066 (0.19952543100549117) | > loss_disc_real_2: 0.20492839813232422 (0.21188332533670795) | > loss_disc_real_3: 0.22953136265277863 (0.22819695859733555) | > loss_disc_real_4: 0.21875940263271332 (0.22731949150976208) | > loss_disc_real_5: 0.20503942668437958 (0.2203827261303862) | > loss_0: 2.511655807495117 (2.3381215516063873) | > grad_norm_0: tensor(21.6486, device='cuda:0') (tensor(11.9337, device='cuda:0')) | > loss_gen: 2.501499652862549 (2.5017204682032266) | > loss_kl: 1.839189887046814 (1.8686560773187213) | > loss_feat: 7.796018600463867 (7.215262340174781) | > loss_mel: 18.22709846496582 (18.23123718632592) | > loss_duration: 2.020948886871338 (2.0343923187918116) | > loss_1: 32.3847541809082 (31.851268423928154) | > grad_norm_1: tensor(231.8259, device='cuda:0') (tensor(137.6622, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.3879 (0.36028404533863057) | > loader_time: 0.0043 (0.003762472007009718)  --> TIME: 2024-06-11 08:15:26 -- STEP: 169/330 -- GLOBAL_STEP: 217200 | > loss_disc: 2.3299601078033447 (2.3402186766178628) | > loss_disc_real_0: 0.089626744389534 (0.11312904061209521) | > loss_disc_real_1: 0.15483635663986206 (0.19954011814128722) | > loss_disc_real_2: 0.23095467686653137 (0.21305807349244518) | > loss_disc_real_3: 0.21474243700504303 (0.22824085032093455) | > loss_disc_real_4: 0.18239842355251312 (0.226407999294044) | > loss_disc_real_5: 0.19585824012756348 (0.21982449116791494) | > loss_0: 2.3299601078033447 (2.3402186766178628) | > grad_norm_0: tensor(17.5803, device='cuda:0') (tensor(13.3560, device='cuda:0')) | > loss_gen: 2.4573371410369873 (2.5010787791754368) | > loss_kl: 1.989465594291687 (1.8732584778373764) | > loss_feat: 7.52878999710083 (7.20918400329951) | > loss_mel: 18.80672264099121 (18.216281653861326) | > loss_duration: 2.0791187286376953 (2.0380859925196706) | > loss_1: 32.86143493652344 (31.83788893208701) | > grad_norm_1: tensor(369.3382, device='cuda:0') (tensor(157.0370, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.3933 (0.3650973026569073) | > loader_time: 0.0048 (0.003928508984266653)  --> TIME: 2024-06-11 08:15:36 -- STEP: 194/330 -- GLOBAL_STEP: 217225 | > loss_disc: 2.2371068000793457 (2.34416585730523) | > loss_disc_real_0: 0.08052647858858109 (0.11390056785618521) | > loss_disc_real_1: 0.20961129665374756 (0.2003152492580955) | > loss_disc_real_2: 0.19507576525211334 (0.21330302055041814) | > loss_disc_real_3: 0.21286942064762115 (0.22867883933880895) | > loss_disc_real_4: 0.21186061203479767 (0.22695689479407577) | > loss_disc_real_5: 0.20078705251216888 (0.2199450068406223) | > loss_0: 2.2371068000793457 (2.34416585730523) | > grad_norm_0: tensor(11.5480, device='cuda:0') (tensor(15.9524, device='cuda:0')) | > loss_gen: 2.636814832687378 (2.5021919675709046) | > loss_kl: 1.8178043365478516 (1.8769464320743208) | > loss_feat: 7.577418804168701 (7.205767892070653) | > loss_mel: 18.605295181274414 (18.19469366368559) | > loss_duration: 2.052433967590332 (2.044621352067927) | > loss_1: 32.68976593017578 (31.824221306240435) | > grad_norm_1: tensor(316.0301, device='cuda:0') (tensor(177.8730, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.4061 (0.37050728453803305) | > loader_time: 0.0055 (0.00407898548952083)  --> TIME: 2024-06-11 08:15:46 -- STEP: 219/330 -- GLOBAL_STEP: 217250 | > loss_disc: 2.3821206092834473 (2.346784576433433) | > loss_disc_real_0: 0.1396445780992508 (0.11488066377228798) | > loss_disc_real_1: 0.20111945271492004 (0.20029315692649044) | > loss_disc_real_2: 0.17285415530204773 (0.21359431396608483) | > loss_disc_real_3: 0.2252042591571808 (0.22864730975943615) | > loss_disc_real_4: 0.2435196340084076 (0.22721456794161773) | > loss_disc_real_5: 0.2294846922159195 (0.22051553877249155) | > loss_0: 2.3821206092834473 (2.346784576433433) | > grad_norm_0: tensor(36.8155, device='cuda:0') (tensor(18.2703, device='cuda:0')) | > loss_gen: 2.5489258766174316 (2.506072953411432) | > loss_kl: 2.1299996376037598 (1.8777434864000642) | > loss_feat: 7.445088863372803 (7.213817663933044) | > loss_mel: 18.27033805847168 (18.15678962289471) | > loss_duration: 2.1229186058044434 (2.051352387693918) | > loss_1: 32.517269134521484 (31.805776151892257) | > grad_norm_1: tensor(174.0040, device='cuda:0') (tensor(200.8374, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.4034 (0.3740965351122155) | > loader_time: 0.0049 (0.004207587133259535)  --> TIME: 2024-06-11 08:15:57 -- STEP: 244/330 -- GLOBAL_STEP: 217275 | > loss_disc: 2.471501350402832 (2.3497152230778666) | > loss_disc_real_0: 0.2244124412536621 (0.11652424488766272) | > loss_disc_real_1: 0.21413302421569824 (0.20113246484858094) | > loss_disc_real_2: 0.2335411161184311 (0.21394246938775796) | > loss_disc_real_3: 0.2219218611717224 (0.2284729148520798) | > loss_disc_real_4: 0.2612880766391754 (0.22720318379216506) | > loss_disc_real_5: 0.26434773206710815 (0.22043937609576789) | > loss_0: 2.471501350402832 (2.3497152230778666) | > grad_norm_0: tensor(104.9618, device='cuda:0') (tensor(22.4409, device='cuda:0')) | > loss_gen: 2.5332436561584473 (2.510969793210263) | > loss_kl: 1.7600916624069214 (1.8786608430205798) | > loss_feat: 6.6878581047058105 (7.2040379496871445) | > loss_mel: 17.17706871032715 (18.119055583828793) | > loss_duration: 2.083179473876953 (2.0597330869221286) | > loss_1: 30.24144172668457 (31.772457279142785) | > grad_norm_1: tensor(473.3437, device='cuda:0') (tensor(225.7173, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.4277 (0.378073872112837) | > loader_time: 0.0056 (0.004338089559899004)  --> TIME: 2024-06-11 08:16:08 -- STEP: 269/330 -- GLOBAL_STEP: 217300 | > loss_disc: 2.3390541076660156 (2.3484566096479553) | > loss_disc_real_0: 0.12008539587259293 (0.11725192331470079) | > loss_disc_real_1: 0.2239590585231781 (0.20054733016455487) | > loss_disc_real_2: 0.20050179958343506 (0.21373522231791542) | > loss_disc_real_3: 0.24849466979503632 (0.22858609209273384) | > loss_disc_real_4: 0.22870688140392303 (0.22650044004270134) | > loss_disc_real_5: 0.24217481911182404 (0.22014993301776262) | > loss_0: 2.3390541076660156 (2.3484566096479553) | > grad_norm_0: tensor(37.0693, device='cuda:0') (tensor(24.4065, device='cuda:0')) | > loss_gen: 2.5786325931549072 (2.5133790234207654) | > loss_kl: 1.9003263711929321 (1.884787611358671) | > loss_feat: 7.347073554992676 (7.225089590788774) | > loss_mel: 17.78179359436035 (18.078376429674798) | > loss_duration: 2.1554300785064697 (2.067217679715067) | > loss_1: 31.763256072998047 (31.76885036908118) | > grad_norm_1: tensor(630.1016, device='cuda:0') (tensor(244.3687, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.4298 (0.3823089980724576) | > loader_time: 0.0061 (0.00450188785680608)  --> TIME: 2024-06-11 08:16:20 -- STEP: 294/330 -- GLOBAL_STEP: 217325 | > loss_disc: 2.36083984375 (2.3476876336701054) | > loss_disc_real_0: 0.10427390784025192 (0.1175694672935674) | > loss_disc_real_1: 0.2305157333612442 (0.20063924551212872) | > loss_disc_real_2: 0.2605760097503662 (0.21349962739920128) | > loss_disc_real_3: 0.22953923046588898 (0.2284516881213707) | > loss_disc_real_4: 0.2219257801771164 (0.22664701477402732) | > loss_disc_real_5: 0.217508003115654 (0.22000280053031687) | > loss_0: 2.36083984375 (2.3476876336701054) | > grad_norm_0: tensor(62.8306, device='cuda:0') (tensor(25.6687, device='cuda:0')) | > loss_gen: 2.5445315837860107 (2.5120050128625357) | > loss_kl: 2.0745646953582764 (1.88644905601229) | > loss_feat: 7.547668933868408 (7.241760638295387) | > loss_mel: 17.33734893798828 (18.03824250876498) | > loss_duration: 2.2175302505493164 (2.076986694822505) | > loss_1: 31.72164535522461 (31.755443936302548) | > grad_norm_1: tensor(586.2683, device='cuda:0') (tensor(258.1795, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.6864 (0.38869058923656435) | > loader_time: 0.007 (0.004694671857924691)  --> TIME: 2024-06-11 08:16:33 -- STEP: 319/330 -- GLOBAL_STEP: 217350 | > loss_disc: 2.40008544921875 (2.3511721684267526) | > loss_disc_real_0: 0.16495457291603088 (0.11889200982255248) | > loss_disc_real_1: 0.18232017755508423 (0.20082350224723647) | > loss_disc_real_2: 0.21342423558235168 (0.2133969289475474) | > loss_disc_real_3: 0.2190665751695633 (0.22872131488353106) | > loss_disc_real_4: 0.1990932673215866 (0.22675919500077407) | > loss_disc_real_5: 0.2189968377351761 (0.2212168332364492) | > loss_0: 2.40008544921875 (2.3511721684267526) | > grad_norm_0: tensor(39.5524, device='cuda:0') (tensor(26.9177, device='cuda:0')) | > loss_gen: 2.3636507987976074 (2.510767657928705) | > loss_kl: 2.0795540809631348 (1.8908077388721574) | > loss_feat: 7.79705810546875 (7.268873352242114) | > loss_mel: 16.952136993408203 (18.005000571845837) | > loss_duration: 2.2628982067108154 (2.0904320399962995) | > loss_1: 31.455297470092773 (31.765881397881103) | > grad_norm_1: tensor(444.4898, device='cuda:0') (tensor(271.7372, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.5846 (0.3994364588985623) | > loader_time: 0.0083 (0.004943216108603165)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.342716693878174 (2.342716693878174) | > loss_disc_real_0: 0.05906161293387413 (0.05906161293387413) | > loss_disc_real_1: 0.22566655278205872 (0.22566655278205872) | > loss_disc_real_2: 0.2609236240386963 (0.2609236240386963) | > loss_disc_real_3: 0.22494757175445557 (0.22494757175445557) | > loss_disc_real_4: 0.2555203139781952 (0.2555203139781952) | > loss_disc_real_5: 0.27934062480926514 (0.27934062480926514) | > loss_0: 2.342716693878174 (2.342716693878174) | > loss_gen: 2.4196324348449707 (2.4196324348449707) | > loss_kl: 2.106715202331543 (2.106715202331543) | > loss_feat: 5.647392749786377 (5.647392749786377) | > loss_mel: 15.911388397216797 (15.911388397216797) | > loss_duration: 2.8175435066223145 (2.8175435066223145) | > loss_1: 28.902671813964844 (28.902671813964844)  --> STEP: 1 | > loss_disc: 2.3139700889587402 (2.3139700889587402) | > loss_disc_real_0: 0.07900198549032211 (0.07900198549032211) | > loss_disc_real_1: 0.1988833248615265 (0.1988833248615265) | > loss_disc_real_2: 0.21716691553592682 (0.21716691553592682) | > loss_disc_real_3: 0.23816068470478058 (0.23816068470478058) | > loss_disc_real_4: 0.20955298840999603 (0.20955298840999603) | > loss_disc_real_5: 0.264542818069458 (0.264542818069458) | > loss_0: 2.3139700889587402 (2.3139700889587402) | > loss_gen: 2.4015140533447266 (2.4015140533447266) | > loss_kl: 2.5634963512420654 (2.5634963512420654) | > loss_feat: 6.1935200691223145 (6.1935200691223145) | > loss_mel: 19.35708236694336 (19.35708236694336) | > loss_duration: 2.3663196563720703 (2.3663196563720703) | > loss_1: 32.88193130493164 (32.88193130493164)  --> STEP: 2 | > loss_disc: 2.054222345352173 (2.1840962171554565) | > loss_disc_real_0: 0.06471870839595795 (0.07186034694314003) | > loss_disc_real_1: 0.2369750291109085 (0.2179291769862175) | > loss_disc_real_2: 0.21965214610099792 (0.21840953081846237) | > loss_disc_real_3: 0.2350294291973114 (0.236595056951046) | > loss_disc_real_4: 0.1796468049287796 (0.19459989666938782) | > loss_disc_real_5: 0.19064684212207794 (0.22759483009576797) | > loss_0: 2.054222345352173 (2.1840962171554565) | > loss_gen: 2.775905132293701 (2.588709592819214) | > loss_kl: 3.3229994773864746 (2.94324791431427) | > loss_feat: 6.5874714851379395 (6.390495777130127) | > loss_mel: 19.88355827331543 (19.620320320129395) | > loss_duration: 2.4461822509765625 (2.4062509536743164) | > loss_1: 35.016117095947266 (33.94902420043945)  --> STEP: 3 | > loss_disc: 2.1466939449310303 (2.171628793080648) | > loss_disc_real_0: 0.05348481982946396 (0.06573517123858134) | > loss_disc_real_1: 0.19953469932079315 (0.21179768443107605) | > loss_disc_real_2: 0.18842469155788422 (0.20841458439826965) | > loss_disc_real_3: 0.25970208644866943 (0.24429740011692047) | > loss_disc_real_4: 0.28251591324806213 (0.22390523552894592) | > loss_disc_real_5: 0.30250826478004456 (0.25256597499052685) | > loss_0: 2.1466939449310303 (2.171628793080648) | > loss_gen: 2.8594958782196045 (2.6789716879526773) | > loss_kl: 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(2.3201315999031067) | > loss_1: 33.31705093383789 (33.731584548950195)  --> STEP: 5 | > loss_disc: 2.0612363815307617 (2.1394363403320313) | > loss_disc_real_0: 0.17833304405212402 (0.10133798718452454) | > loss_disc_real_1: 0.215229794383049 (0.21899207830429077) | > loss_disc_real_2: 0.22950990498065948 (0.2125241905450821) | > loss_disc_real_3: 0.20900054275989532 (0.2297854244709015) | > loss_disc_real_4: 0.18644344806671143 (0.21480897068977356) | > loss_disc_real_5: 0.2152973860502243 (0.22789631187915801) | > loss_0: 2.0612363815307617 (2.1394363403320313) | > loss_gen: 2.84938645362854 (2.7159010887146) | > loss_kl: 2.6791470050811768 (2.7892166137695313) | > loss_feat: 6.8967461585998535 (6.968218231201172) | > loss_mel: 19.885225296020508 (19.117928314208985) | > loss_duration: 2.3524842262268066 (2.3266021251678466) | > loss_1: 34.66299057006836 (33.91786575317383)  --> STEP: 6 | > loss_disc: 2.294049024581909 (2.1652051210403442) | > loss_disc_real_0: 0.12563613057136536 (0.105387677748998) | > loss_disc_real_1: 0.2070576250553131 (0.2170030027627945) | > loss_disc_real_2: 0.1943938434123993 (0.2095024660229683) | > loss_disc_real_3: 0.21128147840499878 (0.2267014334599177) | > loss_disc_real_4: 0.27692753076553345 (0.22516206403573355) | > loss_disc_real_5: 0.21108591556549072 (0.22509457916021347) | > loss_0: 2.294049024581909 (2.1652051210403442) | > loss_gen: 2.4545867443084717 (2.672348697980245) | > loss_kl: 2.335066556930542 (2.7135249376296997) | > loss_feat: 5.773606300354004 (6.769116242726644) | > loss_mel: 15.89132022857666 (18.58016029993693) | > loss_duration: 2.1599066257476807 (2.2988195419311523) | > loss_1: 28.614484786987305 (33.033968925476074)  --> STEP: 7 | > loss_disc: 2.1016194820404053 (2.156121458326067) | > loss_disc_real_0: 0.13835790753364563 (0.11009771057537623) | > loss_disc_real_1: 0.22107259929180145 (0.2175843736955098) | > loss_disc_real_2: 0.21603021025657654 (0.21043500091348374) | > loss_disc_real_3: 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1.9817185401916504 (2.134321093559265) | > loss_gen: 2.652519702911377 (2.683093935251236) | > loss_kl: 2.8998095989227295 (2.869470089673996) | > loss_feat: 9.593489646911621 (7.19617772102356) | > loss_mel: 20.309106826782227 (18.793322682380676) | > loss_duration: 2.2135252952575684 (2.3170158565044403) | > loss_1: 37.66844940185547 (33.85907959938049)  --> STEP: 9 | > loss_disc: 2.1620559692382812 (2.137402746412489) | > loss_disc_real_0: 0.13599419593811035 (0.11321984231472015) | > loss_disc_real_1: 0.2179884910583496 (0.21214422749148476) | > loss_disc_real_2: 0.21293283998966217 (0.20039668596453136) | > loss_disc_real_3: 0.218612939119339 (0.2142559356159634) | > loss_disc_real_4: 0.23604439198970795 (0.22048665086428323) | > loss_disc_real_5: 0.21884870529174805 (0.22375887797938454) | > loss_0: 2.1620559692382812 (2.137402746412489) | > loss_gen: 2.7085635662078857 (2.6859238942464194) | > loss_kl: 2.349480628967285 (2.811693482928806) | > loss_feat: 7.639566898345947 (7.245443185170491) | > loss_mel: 18.489124298095703 (18.759522861904568) | > loss_duration: 2.1130831241607666 (2.29435666402181) | > loss_1: 33.29981994628906 (33.79693963792589)  --> STEP: 10 | > loss_disc: 2.565375566482544 (2.1802000284194945) | > loss_disc_real_0: 0.11129232496023178 (0.11302709057927132) | > loss_disc_real_1: 0.27447521686553955 (0.21837732642889024) | > loss_disc_real_2: 0.2713850140571594 (0.20749551877379419) | > loss_disc_real_3: 0.24081142246723175 (0.21691148430109025) | > loss_disc_real_4: 0.3145068287849426 (0.2298886686563492) | > loss_disc_real_5: 0.3356190621852875 (0.23494489639997482) | > loss_0: 2.565375566482544 (2.1802000284194945) | > loss_gen: 2.527068853378296 (2.6700383901596068) | > loss_kl: 2.370652437210083 (2.7675893783569334) | > loss_feat: 4.851373195648193 (7.006036186218262) | > loss_mel: 15.571199417114258 (18.440690517425537) | > loss_duration: 2.3002467155456543 (2.2949456691741945) | > loss_1: 27.620540618896484 (33.17929973602295)  --> STEP: 11 | > loss_disc: 2.4711623191833496 (2.206651145761663) | > loss_disc_real_0: 0.12080298364162445 (0.11373398994857614) | > loss_disc_real_1: 0.15738028287887573 (0.21283214065161618) | > loss_disc_real_2: 0.20014965534210205 (0.2068277130072767) | > loss_disc_real_3: 0.26752519607543945 (0.22151273082603107) | > loss_disc_real_4: 0.33026498556137085 (0.23901378837498752) | > loss_disc_real_5: 0.28862741589546204 (0.2398251254450191) | > loss_0: 2.4711623191833496 (2.206651145761663) | > loss_gen: 2.2450411319732666 (2.6314022757790307) | > loss_kl: 2.872095823287964 (2.7770899642597544) | > loss_feat: 5.9566426277160645 (6.910636771808971) | > loss_mel: 19.818674087524414 (18.56596175107089) | > loss_duration: 2.4386441707611084 (2.3080091693184595) | > loss_1: 33.33109664916992 (33.193099455399945)  --> STEP: 12 | > loss_disc: 2.0673720836639404 (2.1950445572535195) | > loss_disc_real_0: 0.1117086112499237 (0.11356520839035511) | > loss_disc_real_1: 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loss_disc_real_4: 0.2641313672065735 (0.23787119870002454) | > loss_disc_real_5: 0.26388469338417053 (0.23786996992734763) | > loss_0: 2.4056811332702637 (2.211247370793269) | > loss_gen: 2.5847105979919434 (2.6377528630770177) | > loss_kl: 2.626354694366455 (2.7868327360886793) | > loss_feat: 8.566895484924316 (7.1112165084251995) | > loss_mel: 17.83633804321289 (18.600828390855057) | > loss_duration: 2.2045187950134277 (2.2980446265294003) | > loss_1: 33.818817138671875 (33.4346746297983)  --> STEP: 14 | > loss_disc: 2.4181203842163086 (2.2260240146092007) | > loss_disc_real_0: 0.15626758337020874 (0.11937588506511279) | > loss_disc_real_1: 0.20504678785800934 (0.21082617661782674) | > loss_disc_real_2: 0.22771450877189636 (0.21262931131890841) | > loss_disc_real_3: 0.279619961977005 (0.2261493748852185) | > loss_disc_real_4: 0.2717057168483734 (0.24028794999633515) | > loss_disc_real_5: 0.26189202070236206 (0.23958583069699152) | > loss_0: 2.4181203842163086 (2.2260240146092007) | > loss_gen: 2.570467948913574 (2.6329467977796286) | > loss_kl: 3.354904890060425 (2.8274093185152327) | > loss_feat: 6.684779167175293 (7.08075669833592) | > loss_mel: 19.016685485839844 (18.630532469068253) | > loss_duration: 2.3928232192993164 (2.3048145260129655) | > loss_1: 34.01966094970703 (33.47645936693464)  --> STEP: 15 | > loss_disc: 2.138848304748535 (2.2202123006184897) | > loss_disc_real_0: 0.1329985111951828 (0.1202840601404508) | > loss_disc_real_1: 0.2164282649755478 (0.21119964917500814) | > loss_disc_real_2: 0.2172095775604248 (0.2129346624016762) | > loss_disc_real_3: 0.2679504454135895 (0.22893611292044322) | > loss_disc_real_4: 0.2132873237133026 (0.238487908244133) | > loss_disc_real_5: 0.2486010044813156 (0.2401868422826131) | > loss_0: 2.138848304748535 (2.2202123006184897) | > loss_gen: 2.8762450218200684 (2.6491666793823248) | > loss_kl: 2.897618532180786 (2.8320899327596027) | > loss_feat: 9.137457847595215 (7.217870108286539) | > loss_mel: 18.798437118530273 (18.641726112365724) | > loss_duration: 2.338789939880371 (2.307079553604126) | > loss_1: 36.04854965209961 (33.647932052612305)  --> STEP: 16 | > loss_disc: 2.4531846046447754 (2.2347730696201324) | > loss_disc_real_0: 0.13285264372825623 (0.12106959661468863) | > loss_disc_real_1: 0.2990875840187073 (0.21669264510273933) | > loss_disc_real_2: 0.22746463119983673 (0.2138427854515612) | > loss_disc_real_3: 0.23393510282039642 (0.2292485497891903) | > loss_disc_real_4: 0.21572580933570862 (0.23706527706235647) | > loss_disc_real_5: 0.22060434520244598 (0.23896293621510267) | > loss_0: 2.4531846046447754 (2.2347730696201324) | > loss_gen: 2.299072027206421 (2.6272857636213307) | > loss_kl: 2.62255859375 (2.8189942240715027) | > loss_feat: 5.265130519866943 (7.095823884010315) | > loss_mel: 12.826826095581055 (18.27829486131668) | > loss_duration: 2.367851734161377 (2.310877814888954) | > loss_1: 25.381439208984375 (33.13127624988556)  --> STEP: 17 | > loss_disc: 2.2784183025360107 (2.237340436262243) | > loss_disc_real_0: 0.0927208960056305 (0.1194020259906264) | > loss_disc_real_1: 0.22894598543643951 (0.2174134298282511) | > loss_disc_real_2: 0.2516605854034424 (0.21606736191931894) | > loss_disc_real_3: 0.25256723165512085 (0.23062023695777445) | > loss_disc_real_4: 0.27405887842178345 (0.23924137125996983) | > loss_disc_real_5: 0.23334209620952606 (0.2386322985677158) | > loss_0: 2.2784183025360107 (2.237340436262243) | > loss_gen: 2.611125946044922 (2.6263351861168363) | > loss_kl: 2.1427724361419678 (2.7792164718403534) | > loss_feat: 6.442356586456299 (7.0573846312130195) | > loss_mel: 18.407495498657227 (18.2858948988073) | > loss_duration: 2.4123878479003906 (2.3168489933013916) | > loss_1: 32.016136169433594 (33.065679774564856)  --> STEP: 18 | > loss_disc: 2.487880229949951 (2.2512593136893377) | > loss_disc_real_0: 0.14979763329029083 (0.12109067084060775) | > loss_disc_real_1: 0.2524884343147278 (0.2193620411886109) | > loss_disc_real_2: 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loss_disc_real_5: 0.2473265528678894 (0.23671088955904307) | > loss_0: 2.5011396408081055 (2.2644109098534835) | > loss_gen: 2.1797022819519043 (2.586876015914114) | > loss_kl: 2.1011056900024414 (2.7166122637296977) | > loss_feat: 9.052810668945312 (7.163603757557116) | > loss_mel: 14.771245956420898 (17.980184304086787) | > loss_duration: 2.295374870300293 (2.3149755001068115) | > loss_1: 30.40024185180664 (32.762251602975944)  --> STEP: 20 | > loss_disc: 2.4051976203918457 (2.2714502453804015) | > loss_disc_real_0: 0.11994238942861557 (0.1212771899998188) | > loss_disc_real_1: 0.23052313923835754 (0.21865442246198655) | > loss_disc_real_2: 0.20003537833690643 (0.21721941269934178) | > loss_disc_real_3: 0.2186097353696823 (0.22657510340213777) | > loss_disc_real_4: 0.23515088856220245 (0.24096364676952362) | > loss_disc_real_5: 0.2290010154247284 (0.23632539585232734) | > loss_0: 2.4051976203918457 (2.2714502453804015) | > loss_gen: 2.2961502075195312 (2.572339725494385) | > loss_kl: 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(2.3071253980909074) | > loss_1: 28.828155517578125 (32.60723513648624)  --> STEP: 22 | > loss_disc: 2.216071128845215 (2.2716610973531552) | > loss_disc_real_0: 0.10723285377025604 (0.12036244097081097) | > loss_disc_real_1: 0.19052520394325256 (0.21889049085703763) | > loss_disc_real_2: 0.19170698523521423 (0.21595181694084947) | > loss_disc_real_3: 0.21881921589374542 (0.2271957438100468) | > loss_disc_real_4: 0.28702759742736816 (0.2447504631497643) | > loss_disc_real_5: 0.24465307593345642 (0.23547165299003775) | > loss_0: 2.216071128845215 (2.2716610973531552) | > loss_gen: 2.672159433364868 (2.5783673524856567) | > loss_kl: 1.610726237297058 (2.621126581322063) | > loss_feat: 9.330629348754883 (7.176440997557207) | > loss_mel: 18.203107833862305 (17.993107362227008) | > loss_duration: 2.163361072540283 (2.300590656020425) | > loss_1: 33.979984283447266 (32.66963282498447)  --> STEP: 23 | > loss_disc: 2.7166495323181152 (2.2910084206125014) | > loss_disc_real_0: 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loss_disc_real_3: 0.30401358008384705 (0.23437910030285516) | > loss_disc_real_4: 0.27559199929237366 (0.24875656639536223) | > loss_disc_real_5: 0.28569987416267395 (0.24020588832596937) | > loss_0: 2.4967293739318848 (2.299580127000809) | > loss_gen: 2.6319849491119385 (2.578737964232763) | > loss_kl: 2.517608404159546 (2.61469279229641) | > loss_feat: 5.970157623291016 (7.0409563183784485) | > loss_mel: 17.679967880249023 (17.950008471806843) | > loss_duration: 2.425326347351074 (2.306020071109136) | > loss_1: 31.22504425048828 (32.49041541417441)  --> STEP: 25 | > loss_disc: 2.1589443683624268 (2.293954696655274) | > loss_disc_real_0: 0.15019652247428894 (0.12845031678676605) | > loss_disc_real_1: 0.2585793435573578 (0.2262375259399414) | > loss_disc_real_2: 0.22159384191036224 (0.22013019055128097) | > loss_disc_real_3: 0.17620770633220673 (0.23205224454402923) | > loss_disc_real_4: 0.17471300065517426 (0.2457948237657547) | > loss_disc_real_5: 0.175362691283226 (0.23761216044425965) | > loss_0: 2.1589443683624268 (2.293954696655274) | > loss_gen: 2.687932252883911 (2.5831057357788088) | > loss_kl: 2.5669803619384766 (2.612784295082093) | > loss_feat: 8.735345840454102 (7.108731899261475) | > loss_mel: 16.6394100189209 (17.897584533691408) | > loss_duration: 2.3381853103637695 (2.3073066806793214) | > loss_1: 32.96785354614258 (32.50951293945313)  --> STEP: 26 | > loss_disc: 2.5852465629577637 (2.3051582299746007) | > loss_disc_real_0: 0.24217110872268677 (0.13282419339968607) | > loss_disc_real_1: 0.22449848055839539 (0.2261706395791127) | > loss_disc_real_2: 0.13713939487934113 (0.21693823687159097) | > loss_disc_real_3: 0.1771233081817627 (0.22993959314548051) | > loss_disc_real_4: 0.2819879949092865 (0.2471868688097367) | > loss_disc_real_5: 0.15876039862632751 (0.23457940037433916) | > loss_0: 2.5852465629577637 (2.3051582299746007) | > loss_gen: 2.036656379699707 (2.5620884528526893) | > loss_kl: 2.292935848236084 (2.6004824317418618) | > loss_feat: 8.969243049621582 (7.180290020429171) | > loss_mel: 18.14789390563965 (17.90721181722788) | > loss_duration: 2.2824227809906006 (2.3063496076143704) | > loss_1: 33.729148864746094 (32.55642201350286) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024818732188298153 (-8.307970487154547e-06) | > avg_loss_disc: 2.3051582299746007 (-0.10279302413646896) | > avg_loss_disc_real_0: 0.13282419339968607 (+0.006979448004410832) | > avg_loss_disc_real_1: 0.2261706395791127 (+0.004251610201138706) | > avg_loss_disc_real_2: 0.21693823687159097 (-0.027676006062672703) | > avg_loss_disc_real_3: 0.22993959314548051 (-0.019339746294113308) | > avg_loss_disc_real_4: 0.2471868688097367 (+0.017162911307353257) | > avg_loss_disc_real_5: 0.23457940037433916 (-0.009380329113740205) | > avg_loss_0: 2.3051582299746007 (-0.10279302413646896) | > avg_loss_gen: 2.5620884528526893 (+0.11810027636014464) | > avg_loss_kl: 2.6004824317418618 (-0.029042065143583873) | > avg_loss_feat: 7.180290020429171 (+0.21291763965900046) | > avg_loss_mel: 17.90721181722788 (-0.0003709426292992646) | > avg_loss_duration: 2.3063496076143704 (-0.013730360911442752) | > avg_loss_1: 32.55642201350286 (+0.2878740017230754)  > EPOCH: 392/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:16:58)   --> TIME: 2024-06-11 08:17:04 -- STEP: 14/330 -- GLOBAL_STEP: 217375 | > loss_disc: 2.3266665935516357 (2.271314876420157) | > loss_disc_real_0: 0.09778043627738953 (0.10615166276693344) | > loss_disc_real_1: 0.24343985319137573 (0.2031745740345546) | > loss_disc_real_2: 0.23093821108341217 (0.21068393013307027) | > loss_disc_real_3: 0.2214588075876236 (0.2185563019343785) | > loss_disc_real_4: 0.2227226346731186 (0.22227555406945093) | > loss_disc_real_5: 0.22633494436740875 (0.2159688589828355) | > loss_0: 2.3266665935516357 (2.271314876420157) | > grad_norm_0: tensor(15.3965, device='cuda:0') (tensor(8.9261, device='cuda:0')) | > loss_gen: 2.432913303375244 (2.557066355432783) | > loss_kl: 1.5977113246917725 (1.7688065682138716) | > loss_feat: 7.491678237915039 (7.074998208454677) | > loss_mel: 18.527793884277344 (18.52093723842076) | > loss_duration: 2.0555825233459473 (2.1298121213912964) | > loss_1: 32.10567855834961 (32.051620483398445) | > grad_norm_1: tensor(93.6932, device='cuda:0') (tensor(95.9863, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3473 (0.3485553434916905) | > loader_time: 0.003 (0.003087690898350307)  --> TIME: 2024-06-11 08:17:13 -- STEP: 39/330 -- GLOBAL_STEP: 217400 | > loss_disc: 2.3555262088775635 (2.29783734297141) | > loss_disc_real_0: 0.11431580781936646 (0.1062313029781366) | > loss_disc_real_1: 0.17225636541843414 (0.1986218698513813) | > loss_disc_real_2: 0.26016470789909363 (0.21050981871592692) | > loss_disc_real_3: 0.2306867390871048 (0.22478520220670944) | > loss_disc_real_4: 0.23810400068759918 (0.22386552622685066) | > loss_disc_real_5: 0.23983915150165558 (0.2130873806965657) | > loss_0: 2.3555262088775635 (2.29783734297141) | > grad_norm_0: tensor(17.6548, device='cuda:0') (tensor(10.9770, device='cuda:0')) | > loss_gen: 2.433306932449341 (2.544296148495796) | > loss_kl: 1.9420000314712524 (1.813394491489117) | > loss_feat: 7.340992450714111 (7.202998846005171) | > loss_mel: 18.94129180908203 (18.408436946379833) | > loss_duration: 2.045715808868408 (2.0650336925800037) | > loss_1: 32.70330810546875 (32.03416002713717) | > grad_norm_1: tensor(217.0002, device='cuda:0') (tensor(113.6396, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3497 (0.34975613080538237) | > loader_time: 0.004 (0.003301516557351137)  --> TIME: 2024-06-11 08:17:22 -- STEP: 64/330 -- GLOBAL_STEP: 217425 | > loss_disc: 2.4342567920684814 (2.3176604472100735) | > loss_disc_real_0: 0.11734318733215332 (0.10834359796717763) | > loss_disc_real_1: 0.18737530708312988 (0.1981186068151146) | > loss_disc_real_2: 0.2602403163909912 (0.21313084964640439) | > loss_disc_real_3: 0.2337755560874939 (0.22636159509420395) | > loss_disc_real_4: 0.23328253626823425 (0.2225354933179915) | > loss_disc_real_5: 0.2509057819843292 (0.2158335589338094) | > loss_0: 2.4342567920684814 (2.3176604472100735) | > grad_norm_0: tensor(5.4741, device='cuda:0') (tensor(12.1827, device='cuda:0')) | > loss_gen: 2.3564329147338867 (2.532435394823551) | > loss_kl: 1.8995659351348877 (1.8310905378311872) | > loss_feat: 6.506299018859863 (7.244928598403931) | > loss_mel: 18.35848045349121 (18.349133133888245) | > loss_duration: 2.0333235263824463 (2.0409055948257455) | > loss_1: 31.15410041809082 (31.99849307537078) | > grad_norm_1: tensor(83.0097, device='cuda:0') (tensor(136.7377, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3528 (0.3543446660041809) | > loader_time: 0.0034 (0.0034705661237239838)  --> TIME: 2024-06-11 08:17:31 -- STEP: 89/330 -- GLOBAL_STEP: 217450 | > loss_disc: 2.32828426361084 (2.31953897904814) | > loss_disc_real_0: 0.13416454195976257 (0.10896029549368312) | > loss_disc_real_1: 0.15463849902153015 (0.198239087053899) | > loss_disc_real_2: 0.2438204288482666 (0.21209681117802523) | > loss_disc_real_3: 0.24871625006198883 (0.22740629281890526) | > loss_disc_real_4: 0.25194427371025085 (0.22454632567555716) | > loss_disc_real_5: 0.2580338716506958 (0.21644641743617107) | > loss_0: 2.32828426361084 (2.31953897904814) | > grad_norm_0: tensor(24.8540, device='cuda:0') (tensor(14.2380, device='cuda:0')) | > loss_gen: 2.5654666423797607 (2.532951971118369) | > loss_kl: 1.779789686203003 (1.841818971580334) | > loss_feat: 6.7624969482421875 (7.264056216464954) | > loss_mel: 17.21428871154785 (18.28657906778742) | > loss_duration: 2.041656494140625 (2.0322570198037666) | > loss_1: 30.363698959350586 (31.957663161031306) | > grad_norm_1: tensor(248.2854, device='cuda:0') (tensor(171.5007, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3807 (0.3576983976899907) | > loader_time: 0.0044 (0.0035980738950579356)  --> TIME: 2024-06-11 08:17:41 -- STEP: 114/330 -- GLOBAL_STEP: 217475 | > loss_disc: 2.3190112113952637 (2.3210567256860566) | > loss_disc_real_0: 0.1088491752743721 (0.10910891212130848) | > loss_disc_real_1: 0.22189292311668396 (0.19819275015278867) | > loss_disc_real_2: 0.20132854580879211 (0.21108088211009376) | > loss_disc_real_3: 0.23867666721343994 (0.22747861267181865) | > loss_disc_real_4: 0.22047755122184753 (0.2249221595232947) | > loss_disc_real_5: 0.1938319355249405 (0.2170129102050212) | > loss_0: 2.3190112113952637 (2.3210567256860566) | > grad_norm_0: tensor(15.4530, device='cuda:0') (tensor(18.2682, device='cuda:0')) | > loss_gen: 2.7215569019317627 (2.5346062559830513) | > loss_kl: 2.038022994995117 (1.8507837015285826) | > loss_feat: 6.622498035430908 (7.243773594237211) | > loss_mel: 18.451032638549805 (18.21746678937944) | > loss_duration: 2.0292153358459473 (2.031699044662609) | > loss_1: 31.86232566833496 (31.878329377425338) | > grad_norm_1: tensor(387.5251, device='cuda:0') (tensor(202.4227, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3646 (0.3608265111320896) | > loader_time: 0.0038 (0.0037223267973515027)  --> TIME: 2024-06-11 08:17:50 -- STEP: 139/330 -- GLOBAL_STEP: 217500 | > loss_disc: 2.4136803150177 (2.3228707399299675) | > loss_disc_real_0: 0.10585767775774002 (0.11027309668364285) | > loss_disc_real_1: 0.1420462280511856 (0.19909026253995277) | > loss_disc_real_2: 0.20936861634254456 (0.21183937123353533) | > loss_disc_real_3: 0.21861504018306732 (0.2274320640152307) | > loss_disc_real_4: 0.24439658224582672 (0.22436221726506733) | > loss_disc_real_5: 0.20849670469760895 (0.2168009264006031) | > loss_0: 2.4136803150177 (2.3228707399299675) | > grad_norm_0: tensor(42.6795, device='cuda:0') (tensor(20.5169, device='cuda:0')) | > loss_gen: 2.512657403945923 (2.535303474330216) | > loss_kl: 1.853796362876892 (1.8556674864652345) | > loss_feat: 7.196260452270508 (7.246230955604169) | > loss_mel: 18.20944595336914 (18.247822068578035) | > loss_duration: 2.11118483543396 (2.035891039765995) | > loss_1: 31.883344650268555 (31.92091508220425) | > grad_norm_1: tensor(226.7907, device='cuda:0') (tensor(223.2993, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3783 (0.363232079169733) | > loader_time: 0.0048 (0.003799071414865178) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_217500.pth  --> TIME: 2024-06-11 08:18:05 -- STEP: 164/330 -- GLOBAL_STEP: 217525 | > loss_disc: 2.3370654582977295 (2.3210788340103328) | > loss_disc_real_0: 0.07494699954986572 (0.11111681876567804) | > loss_disc_real_1: 0.18421480059623718 (0.19901186981942595) | > loss_disc_real_2: 0.2061358541250229 (0.21271461212053533) | > loss_disc_real_3: 0.226444810628891 (0.22679046768604255) | > loss_disc_real_4: 0.2338496595621109 (0.224000153745093) | > loss_disc_real_5: 0.22483117878437042 (0.21594448224073504) | > loss_0: 2.3370654582977295 (2.3210788340103328) | > grad_norm_0: tensor(39.3502, device='cuda:0') (tensor(23.1247, device='cuda:0')) | > loss_gen: 2.472698211669922 (2.5420412522990516) | > loss_kl: 1.9210424423217773 (1.861542969215207) | > loss_feat: 7.190430164337158 (7.263979466950021) | > loss_mel: 17.76357650756836 (18.216519925652474) | > loss_duration: 2.107443332672119 (2.037925259369175) | > loss_1: 31.455190658569336 (31.92200890983023) | > grad_norm_1: tensor(449.8782, device='cuda:0') (tensor(247.4987, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.376 (0.3673216337110937) | > loader_time: 0.0043 (0.0039017127781379515)  --> TIME: 2024-06-11 08:18:15 -- STEP: 189/330 -- GLOBAL_STEP: 217550 | > loss_disc: 2.230438232421875 (2.3247475825920305) | > loss_disc_real_0: 0.08260105550289154 (0.11304039360275342) | > loss_disc_real_1: 0.19526755809783936 (0.19982112242431238) | > loss_disc_real_2: 0.23345215618610382 (0.2121713890758141) | > loss_disc_real_3: 0.2120315283536911 (0.22647295789743857) | > loss_disc_real_4: 0.20970913767814636 (0.22470154459514316) | > loss_disc_real_5: 0.19250716269016266 (0.21620744356402644) | > loss_0: 2.230438232421875 (2.3247475825920305) | > grad_norm_0: tensor(43.9168, device='cuda:0') (tensor(25.4347, device='cuda:0')) | > loss_gen: 2.537773609161377 (2.539592580189779) | > loss_kl: 1.9633769989013672 (1.8679459725738203) | > loss_feat: 7.776264667510986 (7.255901982544591) | > loss_mel: 18.073978424072266 (18.163754246222275) | > loss_duration: 2.1068058013916016 (2.044523422049466) | > loss_1: 32.45819854736328 (31.87171825025447) | > grad_norm_1: tensor(347.2528, device='cuda:0') (tensor(261.7787, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.3883 (0.37070125877541826) | > loader_time: 0.0052 (0.00403334728624455)  --> TIME: 2024-06-11 08:18:25 -- STEP: 214/330 -- GLOBAL_STEP: 217575 | > loss_disc: 2.3444924354553223 (2.3237269147534243) | > loss_disc_real_0: 0.10264091193675995 (0.11321172403676485) | > loss_disc_real_1: 0.20886148512363434 (0.19922676675509068) | > loss_disc_real_2: 0.2453542798757553 (0.2123457326370979) | > loss_disc_real_3: 0.2329028695821762 (0.2268967492697395) | > loss_disc_real_4: 0.21477219462394714 (0.22455730052473388) | > loss_disc_real_5: 0.21807357668876648 (0.21672385784788667) | > loss_0: 2.3444924354553223 (2.3237269147534243) | > grad_norm_0: tensor(40.1886, device='cuda:0') (tensor(26.7096, device='cuda:0')) | > loss_gen: 2.369835376739502 (2.5400125111374887) | > loss_kl: 1.8552489280700684 (1.8780059881299456) | > loss_feat: 6.1949357986450195 (7.265597136221199) | > loss_mel: 16.723731994628906 (18.127796556348002) | > loss_duration: 2.142720937728882 (2.051489997132916) | > loss_1: 29.28647232055664 (31.862902160002804) | > grad_norm_1: tensor(322.6516, device='cuda:0') (tensor(274.9064, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.4068 (0.3739900232475493) | > loader_time: 0.005 (0.004158340881918081)  --> TIME: 2024-06-11 08:18:36 -- STEP: 239/330 -- GLOBAL_STEP: 217600 | > loss_disc: 2.2806718349456787 (2.324799182524742) | > loss_disc_real_0: 0.1134483814239502 (0.11323104873611337) | > loss_disc_real_1: 0.21841315925121307 (0.1990303213875663) | > loss_disc_real_2: 0.2440502792596817 (0.2124045041689813) | > loss_disc_real_3: 0.19916506111621857 (0.22683666334740787) | > loss_disc_real_4: 0.21519771218299866 (0.22485936380081098) | > loss_disc_real_5: 0.22408932447433472 (0.21668582150876273) | > loss_0: 2.2806718349456787 (2.324799182524742) | > grad_norm_0: tensor(19.9793, device='cuda:0') (tensor(26.7694, device='cuda:0')) | > loss_gen: 2.6101222038269043 (2.5366528323504705) | > loss_kl: 1.9067121744155884 (1.887747722190793) | > loss_feat: 7.639135360717773 (7.259040990135161) | > loss_mel: 18.405841827392578 (18.09576147869541) | > loss_duration: 2.091513156890869 (2.059673170664319) | > loss_1: 32.65332794189453 (31.838876213488714) | > grad_norm_1: tensor(313.8493, device='cuda:0') (tensor(282.9203, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.4202 (0.3783249037036336) | > loader_time: 0.0055 (0.004290896978338397)  --> TIME: 2024-06-11 08:18:47 -- STEP: 264/330 -- GLOBAL_STEP: 217625 | > loss_disc: 2.3782219886779785 (2.327776514219516) | > loss_disc_real_0: 0.10431068390607834 (0.1138236479495059) | > loss_disc_real_1: 0.18669794499874115 (0.2000378682419206) | > loss_disc_real_2: 0.21615993976593018 (0.21275356807040446) | > loss_disc_real_3: 0.23215925693511963 (0.2268917780143745) | > loss_disc_real_4: 0.24482564628124237 (0.22505715737740198) | > loss_disc_real_5: 0.21432216465473175 (0.21651623539175047) | > loss_0: 2.3782219886779785 (2.327776514219516) | > grad_norm_0: tensor(60.9762, device='cuda:0') (tensor(27.1765, device='cuda:0')) | > loss_gen: 2.416163206100464 (2.533461232076991) | > loss_kl: 1.9189472198486328 (1.8967407756682597) | > loss_feat: 7.228814125061035 (7.268275622165564) | > loss_mel: 17.411832809448242 (18.05615398378083) | > loss_duration: 2.161675214767456 (2.0666627034996488) | > loss_1: 31.13743019104004 (31.82129435828238) | > grad_norm_1: tensor(657.1065, device='cuda:0') (tensor(287.5339, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.4361 (0.38315177325046407) | > loader_time: 0.006 (0.00444241184176821)  --> TIME: 2024-06-11 08:18:58 -- STEP: 289/330 -- GLOBAL_STEP: 217650 | > loss_disc: 2.389812707901001 (2.3321191843818223) | > loss_disc_real_0: 0.05911507457494736 (0.11484702243421314) | > loss_disc_real_1: 0.20325328409671783 (0.2004612845636157) | > loss_disc_real_2: 0.22929057478904724 (0.21313864075188815) | > loss_disc_real_3: 0.2382306158542633 (0.22693789938535658) | > loss_disc_real_4: 0.24148356914520264 (0.22525495589810668) | > loss_disc_real_5: 0.2510864734649658 (0.21684962170759287) | > loss_0: 2.389812707901001 (2.3321191843818223) | > grad_norm_0: tensor(36.6569, device='cuda:0') (tensor(29.1346, device='cuda:0')) | > loss_gen: 2.4252769947052 (2.530453762793623) | > loss_kl: 2.0036370754241943 (1.9014907324602859) | > loss_feat: 7.481700897216797 (7.2680065211127785) | > loss_mel: 16.496753692626953 (17.999513975889208) | > loss_duration: 2.223604440689087 (2.0757641561303575) | > loss_1: 30.63097381591797 (31.775229166948257) | > grad_norm_1: tensor(468.9800, device='cuda:0') (tensor(300.5453, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.448 (0.38846950630003174) | > loader_time: 0.0062 (0.0046169922838574075)  --> TIME: 2024-06-11 08:19:11 -- STEP: 314/330 -- GLOBAL_STEP: 217675 | > loss_disc: 2.302790880203247 (2.3365235875366595) | > loss_disc_real_0: 0.15761852264404297 (0.1169384509491123) | > loss_disc_real_1: 0.20658528804779053 (0.20056175563935266) | > loss_disc_real_2: 0.203532874584198 (0.21300415101514497) | > loss_disc_real_3: 0.24618913233280182 (0.2270083052527373) | > loss_disc_real_4: 0.24643148481845856 (0.22518117156378017) | > loss_disc_real_5: 0.23365169763565063 (0.21750530211409186) | > loss_0: 2.302790880203247 (2.3365235875366595) | > grad_norm_0: tensor(73.2044, device='cuda:0') (tensor(31.1635, device='cuda:0')) | > loss_gen: 2.6142425537109375 (2.5302140371055355) | > loss_kl: 1.9797353744506836 (1.9091358682152573) | > loss_feat: 7.998799800872803 (7.278484954955472) | > loss_mel: 18.238300323486328 (17.96408910204651) | > loss_duration: 2.2711710929870605 (2.0878949879081388) | > loss_1: 33.10224914550781 (31.769818968074336) | > grad_norm_1: tensor(383.1517, device='cuda:0') (tensor(307.3997, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.5169 (0.39643801625367175) | > loader_time: 0.0084 (0.0048081381305767525)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.160215139389038 (2.160215139389038) | > loss_disc_real_0: 0.0664156973361969 (0.0664156973361969) | > loss_disc_real_1: 0.15890756249427795 (0.15890756249427795) | > loss_disc_real_2: 0.2617110311985016 (0.2617110311985016) | > loss_disc_real_3: 0.21224582195281982 (0.21224582195281982) | > loss_disc_real_4: 0.2723681926727295 (0.2723681926727295) | > loss_disc_real_5: 0.23232382535934448 (0.23232382535934448) | > loss_0: 2.160215139389038 (2.160215139389038) | > loss_gen: 2.600555658340454 (2.600555658340454) | > loss_kl: 2.933046579360962 (2.933046579360962) | > loss_feat: 7.164532661437988 (7.164532661437988) | > loss_mel: 18.41622543334961 (18.41622543334961) | > loss_duration: 2.9487390518188477 (2.9487390518188477) | > loss_1: 34.0630989074707 (34.0630989074707)  --> STEP: 1 | > loss_disc: 2.374002695083618 (2.374002695083618) | > loss_disc_real_0: 0.08730720728635788 (0.08730720728635788) | > loss_disc_real_1: 0.19720938801765442 (0.19720938801765442) | > loss_disc_real_2: 0.21637742221355438 (0.21637742221355438) | > loss_disc_real_3: 0.24519051611423492 (0.24519051611423492) | > loss_disc_real_4: 0.2789217233657837 (0.2789217233657837) | > loss_disc_real_5: 0.2509912848472595 (0.2509912848472595) | > loss_0: 2.374002695083618 (2.374002695083618) | > loss_gen: 2.4292800426483154 (2.4292800426483154) | > loss_kl: 2.45953631401062 (2.45953631401062) | > loss_feat: 6.251001358032227 (6.251001358032227) | > loss_mel: 19.59157371520996 (19.59157371520996) | > loss_duration: 2.4362924098968506 (2.4362924098968506) | > loss_1: 33.16768264770508 (33.16768264770508)  --> STEP: 2 | > loss_disc: 2.5747387409210205 (2.4743707180023193) | > loss_disc_real_0: 0.08528017997741699 (0.08629369363188744) | > loss_disc_real_1: 0.23817981779575348 (0.21769460290670395) | > loss_disc_real_2: 0.3443739116191864 (0.2803756669163704) | > loss_disc_real_3: 0.29195311665534973 (0.26857181638479233) | > loss_disc_real_4: 0.2771618068218231 (0.2780417650938034) | > loss_disc_real_5: 0.28957533836364746 (0.2702833116054535) | > loss_0: 2.5747387409210205 (2.4743707180023193) | > loss_gen: 2.366225004196167 (2.397752523422241) | > loss_kl: 2.462846040725708 (2.461191177368164) | > loss_feat: 6.202443599700928 (6.226722478866577) | > loss_mel: 18.967985153198242 (19.2797794342041) | > loss_duration: 2.476091146469116 (2.4561917781829834) | > loss_1: 32.475589752197266 (32.82163619995117)  --> STEP: 3 | > loss_disc: 2.438565254211426 (2.462435563405355) | > loss_disc_real_0: 0.10267985612154007 (0.09175574779510498) | > loss_disc_real_1: 0.20360229909420013 (0.212997168302536) | > loss_disc_real_2: 0.27295494079589844 (0.27790209154287976) | > loss_disc_real_3: 0.2505262792110443 (0.26255663732687634) | > loss_disc_real_4: 0.29310840368270874 (0.28306397795677185) | > loss_disc_real_5: 0.2662254571914673 (0.26893069346745807) | > loss_0: 2.438565254211426 (2.462435563405355) | > loss_gen: 2.3806700706481934 (2.3920583724975586) | > loss_kl: 3.3945980072021484 (2.7723267873128257) | > loss_feat: 7.007822513580322 (6.487089157104492) | > loss_mel: 19.651348114013672 (19.403635660807293) | > loss_duration: 2.2801690101623535 (2.397517522176107) | > loss_1: 34.71460723876953 (33.45262654622396)  --> STEP: 4 | > loss_disc: 2.1005818843841553 (2.371972143650055) | > loss_disc_real_0: 0.09465454518795013 (0.09248044714331627) | > loss_disc_real_1: 0.19161322712898254 (0.20765118300914764) | > loss_disc_real_2: 0.19874835014343262 (0.25811365619301796) | > loss_disc_real_3: 0.27776038646698 (0.26635757461190224) | > loss_disc_real_4: 0.24913541972637177 (0.27458183839917183) | > loss_disc_real_5: 0.18847915530204773 (0.2488178089261055) | > loss_0: 2.1005818843841553 (2.371972143650055) | > loss_gen: 2.779229164123535 (2.4888510704040527) | > loss_kl: 2.8471760749816895 (2.7910391092300415) | > loss_feat: 8.838892936706543 (7.075040102005005) | > loss_mel: 19.11084747314453 (19.3304386138916) | > loss_duration: 2.2730398178100586 (2.3663980960845947) | > loss_1: 35.849185943603516 (34.05176639556885)  --> STEP: 5 | > loss_disc: 2.42913818359375 (2.383405351638794) | > loss_disc_real_0: 0.1916222721338272 (0.11230881214141845) | > loss_disc_real_1: 0.29239609837532043 (0.2246001660823822) | > loss_disc_real_2: 0.27979645133018494 (0.26245021522045137) | > loss_disc_real_3: 0.2381717562675476 (0.26072041094303133) | > loss_disc_real_4: 0.3106914460659027 (0.281803759932518) | > loss_disc_real_5: 0.1945282369852066 (0.2379598945379257) | > loss_0: 2.42913818359375 (2.383405351638794) | > loss_gen: 2.630342960357666 (2.5171494483947754) | > loss_kl: 1.998820185661316 (2.6325953245162963) | > loss_feat: 5.338322162628174 (6.727696514129638) | > loss_mel: 18.341655731201172 (19.132682037353515) | > loss_duration: 2.287916660308838 (2.3507018089294434) | > loss_1: 30.597057342529297 (33.36082458496094)  --> STEP: 6 | > loss_disc: 2.47827410697937 (2.399216810862223) | > loss_disc_real_0: 0.06754538416862488 (0.10484824081261952) | > loss_disc_real_1: 0.25695034861564636 (0.22999186317125955) | > loss_disc_real_2: 0.2740154266357422 (0.26437775045633316) | > loss_disc_real_3: 0.2910226583480835 (0.26577078551054) | > loss_disc_real_4: 0.31248003244400024 (0.28691647201776505) | > loss_disc_real_5: 0.22745811939239502 (0.23620959868033728) | > loss_0: 2.47827410697937 (2.399216810862223) | > loss_gen: 2.4781055450439453 (2.510642131169637) | > loss_kl: 2.334993362426758 (2.5829949975013733) | > loss_feat: 5.718354225158691 (6.5594727993011475) | > loss_mel: 18.619380950927734 (19.04713185628255) | > loss_duration: 2.1338839530944824 (2.3145654996236167) | > loss_1: 31.284719467163086 (33.014807065327965)  --> STEP: 7 | > loss_disc: 2.1330699920654297 (2.361195836748396) | > loss_disc_real_0: 0.07450369745492935 (0.10051330604723521) | > loss_disc_real_1: 0.21963390707969666 (0.22851215515817916) | > loss_disc_real_2: 0.27095991373062134 (0.2653180594955172) | > loss_disc_real_3: 0.24522735178470612 (0.2628360092639923) | > loss_disc_real_4: 0.2634725272655487 (0.2835673370531627) | > loss_disc_real_5: 0.22026585042476654 (0.2339319203581129) | > loss_0: 2.1330699920654297 (2.361195836748396) | > loss_gen: 2.8099775314331055 (2.5534043312072754) | > loss_kl: 3.4649417400360107 (2.708987389292036) | > loss_feat: 8.503875732421875 (6.837244646889823) | > loss_mel: 17.906402587890625 (18.884170532226562) | > loss_duration: 2.505354881286621 (2.3418211255754744) | > loss_1: 35.190555572509766 (33.32562828063965)  --> STEP: 8 | > loss_disc: 2.4766604900360107 (2.3756289184093475) | > loss_disc_real_0: 0.12911683320999146 (0.10408874694257975) | > loss_disc_real_1: 0.2824757397174835 (0.2352576032280922) | > loss_disc_real_2: 0.17767024040222168 (0.25436208210885525) | > loss_disc_real_3: 0.2691609263420105 (0.2636266238987446) | > loss_disc_real_4: 0.2558354139328003 (0.2801008466631174) | > loss_disc_real_5: 0.2543276846408844 (0.23648139089345932) | > loss_0: 2.4766604900360107 (2.3756289184093475) | > loss_gen: 2.5927305221557617 (2.558320105075836) | > loss_kl: 3.3596885204315186 (2.790325030684471) | > loss_feat: 9.935979843139648 (7.224586546421051) | > loss_mel: 21.03693962097168 (19.153266668319702) | > loss_duration: 2.2368686199188232 (2.328702062368393) | > loss_1: 39.162208557128906 (34.055200815200806)  --> STEP: 9 | > loss_disc: 2.236698865890503 (2.3601922459072537) | > loss_disc_real_0: 0.15944655239582062 (0.11023961421516207) | > loss_disc_real_1: 0.34615540504455566 (0.24757958120769924) | > loss_disc_real_2: 0.26250767707824707 (0.25526714821656543) | > loss_disc_real_3: 0.2148922234773636 (0.25821169051859116) | > loss_disc_real_4: 0.18447385728359222 (0.26947562562094796) | > loss_disc_real_5: 0.22316096723079681 (0.23500134381983015) | > loss_0: 2.236698865890503 (2.3601922459072537) | > loss_gen: 2.9034996032714844 (2.5966733826531305) | > loss_kl: 3.086106061935425 (2.8231895897123547) | > loss_feat: 10.352346420288086 (7.572115421295166) | > loss_mel: 18.940927505493164 (19.129673428005642) | > loss_duration: 2.164573907852173 (2.31046560075548) | > loss_1: 37.447452545166016 (34.43211767408583)  --> STEP: 10 | > loss_disc: 2.3655810356140137 (2.3607311248779297) | > loss_disc_real_0: 0.06927306205034256 (0.10614295899868012) | > loss_disc_real_1: 0.2597273290157318 (0.2487943559885025) | > loss_disc_real_2: 0.2756684720516205 (0.25730728060007096) | > loss_disc_real_3: 0.259716659784317 (0.2583621874451637) | > loss_disc_real_4: 0.23129276931285858 (0.265657339990139) | > loss_disc_real_5: 0.20130033791065216 (0.23163124322891235) | > loss_0: 2.3655810356140137 (2.3607311248779297) | > loss_gen: 2.432737350463867 (2.5802797794342043) | > loss_kl: 2.702934741973877 (2.811164104938507) | > loss_feat: 7.459255218505859 (7.560829401016235) | > loss_mel: 19.30079460144043 (19.146785545349122) | > loss_duration: 2.331348419189453 (2.312553882598877) | > loss_1: 34.22706985473633 (34.41161289215088)  --> STEP: 11 | > loss_disc: 2.5479941368103027 (2.3777550350536) | > loss_disc_real_0: 0.15602964162826538 (0.11067811196500604) | > loss_disc_real_1: 0.18542450666427612 (0.24303346059539102) | > loss_disc_real_2: 0.25602516531944275 (0.2571907246654684) | > loss_disc_real_3: 0.23327845335006714 (0.25608184798197314) | > loss_disc_real_4: 0.3173016607761383 (0.2703522782434117) | > loss_disc_real_5: 0.17087875306606293 (0.22610828957774423) | > loss_0: 2.5479941368103027 (2.3777550350536) | > loss_gen: 2.212583541870117 (2.54685284874656) | > loss_kl: 2.8141322135925293 (2.811433932997964) | > loss_feat: 5.672004222869873 (7.389118021184748) | > loss_mel: 14.535629272460938 (18.727589520541105) | > loss_duration: 2.444164752960205 (2.3245185071771797) | > loss_1: 27.67851448059082 (33.79951303655451)  --> STEP: 12 | > loss_disc: 2.3958945274353027 (2.3792666594187417) | > loss_disc_real_0: 0.14763472974300385 (0.11375783011317253) | > loss_disc_real_1: 0.21149323880672455 (0.2404051087796688) | > loss_disc_real_2: 0.28478410840034485 (0.2594901733100414) | > loss_disc_real_3: 0.274112343788147 (0.2575843892991543) | > loss_disc_real_4: 0.2912662923336029 (0.2720951127509276) | > loss_disc_real_5: 0.30097678303718567 (0.23234733069936434) | > loss_0: 2.3958945274353027 (2.3792666594187417) | > loss_gen: 2.7609052658081055 (2.5646905501683555) | > loss_kl: 2.544166326522827 (2.789161632458369) | > loss_feat: 5.741523742675781 (7.251818497975667) | > loss_mel: 15.990883827209473 (18.49953071276347) | > loss_duration: 2.20979642868042 (2.314958333969116) | > loss_1: 29.247276306152344 (33.42015997568766)  --> STEP: 13 | > loss_disc: 2.3055050373077393 (2.3735926884871263) | > loss_disc_real_0: 0.15306584537029266 (0.11678152359448947) | > loss_disc_real_1: 0.293429970741272 (0.24448394431517675) | > loss_disc_real_2: 0.22099409997463226 (0.25652893689962536) | > loss_disc_real_3: 0.24780681729316711 (0.2568322683756168) | > loss_disc_real_4: 0.25063395500183105 (0.27044425446253556) | > loss_disc_real_5: 0.23937833309173584 (0.23288817703723907) | > loss_0: 2.3055050373077393 (2.3735926884871263) | > loss_gen: 2.546782970428467 (2.5633130440345178) | > loss_kl: 2.565199375152588 (2.7719337665117703) | > loss_feat: 7.2093400955200195 (7.248550928556002) | > loss_mel: 17.883991241455078 (18.452181522662823) | > loss_duration: 2.225285530090332 (2.3080604259784403) | > loss_1: 32.430599212646484 (33.34403991699219)  --> STEP: 14 | > loss_disc: 2.2833359241485596 (2.3671457767486572) | > loss_disc_real_0: 0.070073701441288 (0.1134452505835465) | > loss_disc_real_1: 0.17839518189430237 (0.23976331842797144) | > loss_disc_real_2: 0.2366372048854828 (0.2551080988986152) | > loss_disc_real_3: 0.2759409248828888 (0.25819717241185053) | > loss_disc_real_4: 0.28174981474876404 (0.2712517944829805) | > loss_disc_real_5: 0.23122967779636383 (0.23276971280574799) | > loss_0: 2.2833359241485596 (2.3671457767486572) | > loss_gen: 2.565802574157715 (2.563490867614746) | > loss_kl: 3.0206656455993652 (2.7897003293037415) | > loss_feat: 6.831594467163086 (7.218768324170794) | > loss_mel: 20.16594886779785 (18.574593475886754) | > loss_duration: 2.36849308013916 (2.3123770441327776) | > loss_1: 34.9525032043457 (33.45893015180315)  --> STEP: 15 | > loss_disc: 2.3026962280273438 (2.3628491401672362) | > loss_disc_real_0: 0.12219824641942978 (0.11402878363927206) | > loss_disc_real_1: 0.18037377297878265 (0.2358040153980255) | > loss_disc_real_2: 0.2629133462905884 (0.2556284487247467) | > loss_disc_real_3: 0.19364522397518158 (0.25389370918273924) | > loss_disc_real_4: 0.24054397642612457 (0.2692046066125234) | > loss_disc_real_5: 0.24465297162532806 (0.23356193006038667) | > loss_0: 2.3026962280273438 (2.3628491401672362) | > loss_gen: 2.4438207149505615 (2.555512857437134) | > loss_kl: 2.989194869995117 (2.802999965349833) | > loss_feat: 9.992757797241211 (7.403700955708822) | > loss_mel: 20.50752830505371 (18.703455797831218) | > loss_duration: 2.289513111114502 (2.310852781931559) | > loss_1: 38.22281265258789 (33.77652231852213)  --> STEP: 16 | > loss_disc: 2.3289742469787598 (2.3607319593429565) | > loss_disc_real_0: 0.13871969282627106 (0.11557196546345949) | > loss_disc_real_1: 0.21881020069122314 (0.23474190197885036) | > loss_disc_real_2: 0.22073832154273987 (0.2534478157758713) | > loss_disc_real_3: 0.21964618563652039 (0.2517532389611006) | > loss_disc_real_4: 0.19162769615650177 (0.26435604970902205) | > loss_disc_real_5: 0.27617672085762024 (0.23622535448521376) | > loss_0: 2.3289742469787598 (2.3607319593429565) | > loss_gen: 2.6386494636535645 (2.5607088953256607) | > loss_kl: 2.582712411880493 (2.7892319932579994) | > loss_feat: 8.634692192077637 (7.480637907981873) | > loss_mel: 19.671737670898438 (18.76397341489792) | > loss_duration: 2.3961524963378906 (2.316184014081955) | > loss_1: 35.92394256591797 (33.910736083984375)  --> STEP: 17 | > loss_disc: 2.5527265071868896 (2.3720257562749527) | > loss_disc_real_0: 0.07329009473323822 (0.11308479659697589) | > loss_disc_real_1: 0.32780951261520386 (0.24021646731040058) | > loss_disc_real_2: 0.2642641067504883 (0.2540840681861429) | > loss_disc_real_3: 0.30606886744499207 (0.25494827593074126) | > loss_disc_real_4: 0.339472234249115 (0.26877464879961577) | > loss_disc_real_5: 0.38117653131484985 (0.24475189429872177) | > loss_0: 2.5527265071868896 (2.3720257562749527) | > loss_gen: 2.753159523010254 (2.572029520483578) | > loss_kl: 2.193614959716797 (2.7541956971673405) | > loss_feat: 5.979291915893555 (7.39232343785903) | > loss_mel: 17.676393508911133 (18.69999812631046) | > loss_duration: 2.440330743789673 (2.323486762888291) | > loss_1: 31.042789459228516 (33.74203334135168)  --> STEP: 18 | > loss_disc: 2.713794231414795 (2.3910128937827215) | > loss_disc_real_0: 0.1629311740398407 (0.11585403978824615) | > loss_disc_real_1: 0.3251902461051941 (0.2449372327990002) | > loss_disc_real_2: 0.358829140663147 (0.2599032388793098) | > loss_disc_real_3: 0.25088977813720703 (0.25472280383110046) | > loss_disc_real_4: 0.33492690324783325 (0.2724497740467389) | > loss_disc_real_5: 0.28598350286483765 (0.24704253921906152) | > loss_0: 2.713794231414795 (2.3910128937827215) | > loss_gen: 2.6909377574920654 (2.5786355336507163) | > loss_kl: 2.5145227909088135 (2.7408805357085333) | > loss_feat: 8.718281745910645 (7.465987788306342) | > loss_mel: 19.41785430908203 (18.739879025353325) | > loss_duration: 2.241213321685791 (2.318916016154819) | > loss_1: 35.58280944824219 (33.844298680623375)  --> STEP: 19 | > loss_disc: 2.200873613357544 (2.381005563234028) | > loss_disc_real_0: 0.13730871677398682 (0.11698323331381145) | > loss_disc_real_1: 0.21197137236595154 (0.24320218751305028) | > loss_disc_real_2: 0.20068614184856415 (0.2567865495619021) | > loss_disc_real_3: 0.27686652541160583 (0.2558882628616534) | > loss_disc_real_4: 0.21793584525585175 (0.26958061989985016) | > loss_disc_real_5: 0.23240983486175537 (0.24627239688446648) | > loss_0: 2.200873613357544 (2.381005563234028) | > loss_gen: 2.6739349365234375 (2.5836512916966488) | > loss_kl: 2.1845386028289795 (2.7115993813464514) | > loss_feat: 9.286865234375 (7.561823443362587) | > loss_mel: 17.995304107666016 (18.700690871790837) | > loss_duration: 2.3345870971679688 (2.319740809892353) | > loss_1: 34.4752311706543 (33.8775056537829)  --> STEP: 20 | > loss_disc: 2.447444200515747 (2.384327495098114) | > loss_disc_real_0: 0.11557051539421082 (0.11691259741783142) | > loss_disc_real_1: 0.20777389407157898 (0.24143077284097672) | > loss_disc_real_2: 0.30785611271858215 (0.2593400277197361) | > loss_disc_real_3: 0.2875371277332306 (0.25747070610523226) | > loss_disc_real_4: 0.2601138949394226 (0.2691072836518288) | > loss_disc_real_5: 0.2696521282196045 (0.24744138345122338) | > loss_0: 2.447444200515747 (2.384327495098114) | > loss_gen: 2.5216667652130127 (2.580552065372467) | > loss_kl: 2.172572374343872 (2.684648030996322) | > loss_feat: 5.7850236892700195 (7.472983455657959) | > loss_mel: 18.135461807250977 (18.672429418563844) | > loss_duration: 2.3365888595581055 (2.3205832123756407) | > loss_1: 30.951313018798828 (33.73119602203369)  --> STEP: 21 | > loss_disc: 2.220785617828369 (2.3765397866566977) | > loss_disc_real_0: 0.08073994517326355 (0.11519009016809009) | > loss_disc_real_1: 0.19592690467834473 (0.23926392197608948) | > loss_disc_real_2: 0.20480577647686005 (0.25674315861293245) | > loss_disc_real_3: 0.25946295261383057 (0.25756557498659405) | > loss_disc_real_4: 0.255312442779541 (0.26845038646743413) | > loss_disc_real_5: 0.2531607151031494 (0.24771373257750556) | > loss_0: 2.220785617828369 (2.3765397866566977) | > loss_gen: 2.593581438064575 (2.581172511691139) | > loss_kl: 1.852516770362854 (2.6450227328709186) | > loss_feat: 6.316208362579346 (7.41789892741612) | > loss_mel: 15.759676933288574 (18.53372691926502) | > loss_duration: 2.162332534790039 (2.3130474658239457) | > loss_1: 28.684316635131836 (33.49086843218122)  --> STEP: 22 | > loss_disc: 2.235826253890991 (2.3701437169855293) | > loss_disc_real_0: 0.1407625377178192 (0.11635247414762323) | > loss_disc_real_1: 0.23924097418785095 (0.2392628788948059) | > loss_disc_real_2: 0.17188119888305664 (0.252885796807029) | > loss_disc_real_3: 0.2158198058605194 (0.25566804002631793) | > loss_disc_real_4: 0.293526828289032 (0.2695902247320522) | > loss_disc_real_5: 0.2991740107536316 (0.25005283613096585) | > loss_0: 2.235826253890991 (2.3701437169855293) | > loss_gen: 2.8810997009277344 (2.5948055657473477) | > loss_kl: 2.0031347274780273 (2.61584600535306) | > loss_feat: 8.65897274017334 (7.474311373450539) | > loss_mel: 19.676427841186523 (18.585667870261453) | > loss_duration: 2.147024631500244 (2.3055009733546865) | > loss_1: 35.366661071777344 (33.57613173398104)  --> STEP: 23 | > loss_disc: 2.2860074043273926 (2.3664856164351753) | > loss_disc_real_0: 0.09890371561050415 (0.11559383247209631) | > loss_disc_real_1: 0.24847760796546936 (0.23966351928918259) | > loss_disc_real_2: 0.2605721950531006 (0.2532199880351191) | > loss_disc_real_3: 0.325416624546051 (0.2587005871793498) | > loss_disc_real_4: 0.2236258089542389 (0.2675917718721473) | > loss_disc_real_5: 0.18593135476112366 (0.24726494563662488) | > loss_0: 2.2860074043273926 (2.3664856164351753) | > loss_gen: 2.537841796875 (2.592328880144202) | > loss_kl: 2.005016326904297 (2.589288193246592) | > loss_feat: 6.487448215484619 (7.4314042796259345) | > loss_mel: 17.659507751464844 (18.545400039009426) | > loss_duration: 2.274840831756592 (2.304167923719987) | > loss_1: 30.96465492248535 (33.462589263916016)  --> STEP: 24 | > loss_disc: 2.6000311374664307 (2.3762166798114777) | > loss_disc_real_0: 0.10346537828445435 (0.11508848021427791) | > loss_disc_real_1: 0.33106157183647156 (0.24347177147865295) | > loss_disc_real_2: 0.22829586267471313 (0.25218148281176883) | > loss_disc_real_3: 0.2316562533378601 (0.2575737399359544) | > loss_disc_real_4: 0.241799458861351 (0.2665170921633641) | > loss_disc_real_5: 0.31540969014167786 (0.2501043099910021) | > loss_0: 2.6000311374664307 (2.3762166798114777) | > loss_gen: 2.382380485534668 (2.583581030368805) | > loss_kl: 2.5721094608306885 (2.588572412729263) | > loss_feat: 6.0965256690979 (7.375784337520599) | > loss_mel: 18.13252067565918 (18.528196732203167) | > loss_duration: 2.4052395820617676 (2.308379242817561) | > loss_1: 31.588775634765625 (33.38451369603475)  --> STEP: 25 | > loss_disc: 2.6748769283294678 (2.3881630897521973) | > loss_disc_real_0: 0.12580235302448273 (0.1155170351266861) | > loss_disc_real_1: 0.16022753715515137 (0.2401420021057129) | > loss_disc_real_2: 0.2559397220611572 (0.2523318123817444) | > loss_disc_real_3: 0.27081504464149475 (0.25810339212417605) | > loss_disc_real_4: 0.2949434220790863 (0.267654145359993) | > loss_disc_real_5: 0.34707868099212646 (0.25398328483104704) | > loss_0: 2.6748769283294678 (2.3881630897521973) | > loss_gen: 2.1157212257385254 (2.564866638183594) | > loss_kl: 3.114229440689087 (2.609598693847656) | > loss_feat: 6.6305131912231445 (7.345973491668701) | > loss_mel: 15.135360717773438 (18.392483291625975) | > loss_duration: 2.3390064239501953 (2.3096043300628666) | > loss_1: 29.33483123779297 (33.22252639770508)  --> STEP: 26 | > loss_disc: 2.1572012901306152 (2.3792799436129055) | > loss_disc_real_0: 0.04156240448355675 (0.1126726262557965) | > loss_disc_real_1: 0.18472573161125183 (0.23801060708669516) | > loss_disc_real_2: 0.15867847204208374 (0.24872976083021897) | > loss_disc_real_3: 0.22295460104942322 (0.25675151554437786) | > loss_disc_real_4: 0.25121188163757324 (0.2670217506014384) | > loss_disc_real_5: 0.28434184193611145 (0.2551509216427803) | > loss_0: 2.1572012901306152 (2.3792799436129055) | > loss_gen: 2.53918719291687 (2.5638789672117968) | > loss_kl: 2.976519823074341 (2.623711044971759) | > loss_feat: 12.244285583496094 (7.534370110585139) | > loss_mel: 22.11701202392578 (18.535734396714428) | > loss_duration: 2.3070461750030518 (2.309505939483643) | > loss_1: 42.184051513671875 (33.567200440626884) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024417730478140023 (-4.0100171015813e-05) | > avg_loss_disc: 2.3792799436129055 (+0.07412171363830478) | > avg_loss_disc_real_0: 0.1126726262557965 (-0.020151567143889562) | > avg_loss_disc_real_1: 0.23801060708669516 (+0.011839967507582455) | > avg_loss_disc_real_2: 0.24872976083021897 (+0.031791523958628) | > avg_loss_disc_real_3: 0.25675151554437786 (+0.026811922398897348) | > avg_loss_disc_real_4: 0.2670217506014384 (+0.019834881791701703) | > avg_loss_disc_real_5: 0.2551509216427803 (+0.02057152126844114) | > avg_loss_0: 2.3792799436129055 (+0.07412171363830478) | > avg_loss_gen: 2.5638789672117968 (+0.0017905143591074868) | > avg_loss_kl: 2.623711044971759 (+0.02322861322989711) | > avg_loss_feat: 7.534370110585139 (+0.35408009015596864) | > avg_loss_mel: 18.535734396714428 (+0.6285225794865497) | > avg_loss_duration: 2.309505939483643 (+0.003156331869272666) | > avg_loss_1: 33.567200440626884 (+1.0107784271240234)  > EPOCH: 393/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:19:40)   --> TIME: 2024-06-11 08:19:45 -- STEP: 9/330 -- GLOBAL_STEP: 217700 | > loss_disc: 2.3109772205352783 (2.308526595433553) | > loss_disc_real_0: 0.11965859681367874 (0.0991996501882871) | > loss_disc_real_1: 0.23267872631549835 (0.18941454754935372) | > loss_disc_real_2: 0.20417876541614532 (0.20043279065026176) | > loss_disc_real_3: 0.23358479142189026 (0.2262891779343287) | > loss_disc_real_4: 0.24376946687698364 (0.2258850783109665) | > loss_disc_real_5: 0.1962357610464096 (0.22905285159746805) | > loss_0: 2.3109772205352783 (2.308526595433553) | > grad_norm_0: tensor(6.4094, device='cuda:0') (tensor(5.8934, device='cuda:0')) | > loss_gen: 2.5808722972869873 (2.4919503264957004) | > loss_kl: 1.8158245086669922 (1.8896207676993475) | > loss_feat: 7.0911736488342285 (6.882576730516222) | > loss_mel: 18.977611541748047 (18.34431521097819) | > loss_duration: 2.124443769454956 (2.1713409423828125) | > loss_1: 32.58992385864258 (31.779803805881077) | > grad_norm_1: tensor(69.6721, device='cuda:0') (tensor(87.6040, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3539 (0.352981620364719) | > loader_time: 0.0029 (0.0031503571404351127)  --> TIME: 2024-06-11 08:19:54 -- STEP: 34/330 -- GLOBAL_STEP: 217725 | > loss_disc: 2.3228936195373535 (2.331705752541037) | > loss_disc_real_0: 0.09228326380252838 (0.10694436159204035) | > loss_disc_real_1: 0.18087290227413177 (0.1972489909214132) | > loss_disc_real_2: 0.1950138360261917 (0.2110866005806362) | > loss_disc_real_3: 0.25664082169532776 (0.23048429322593353) | > loss_disc_real_4: 0.220698744058609 (0.2274108358165797) | > loss_disc_real_5: 0.19931067526340485 (0.21977364052744472) | > loss_0: 2.3228936195373535 (2.331705752541037) | > grad_norm_0: tensor(6.8692, device='cuda:0') (tensor(7.7090, device='cuda:0')) | > loss_gen: 2.5495517253875732 (2.501175494755016) | > loss_kl: 2.1983067989349365 (1.8917735289124882) | > loss_feat: 7.779461860656738 (7.149186891667983) | > loss_mel: 18.871644973754883 (18.25588871450985) | > loss_duration: 2.0659265518188477 (2.070092355503756) | > loss_1: 33.46489334106445 (31.86811699586756) | > grad_norm_1: tensor(143.5251, device='cuda:0') (tensor(82.9175, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3616 (0.3564283777685726) | > loader_time: 0.0031 (0.003235115724451402)  --> TIME: 2024-06-11 08:20:03 -- STEP: 59/330 -- GLOBAL_STEP: 217750 | > loss_disc: 2.3363099098205566 (2.3472550036543502) | > loss_disc_real_0: 0.09941884875297546 (0.11060668136608803) | > loss_disc_real_1: 0.17963474988937378 (0.19900316757670902) | > loss_disc_real_2: 0.1828186959028244 (0.21333750476271418) | > loss_disc_real_3: 0.21899698674678802 (0.22860140946962065) | > loss_disc_real_4: 0.2284780740737915 (0.22978161906791947) | > loss_disc_real_5: 0.21799348294734955 (0.2197054824081518) | > loss_0: 2.3363099098205566 (2.3472550036543502) | > grad_norm_0: tensor(14.1109, device='cuda:0') (tensor(8.9757, device='cuda:0')) | > loss_gen: 2.3777072429656982 (2.4840429354522193) | > loss_kl: 1.9044221639633179 (1.8968666104947107) | > loss_feat: 7.099035263061523 (7.092444371368925) | > loss_mel: 18.24913787841797 (18.241702419216345) | > loss_duration: 1.9986817836761475 (2.0418615361391486) | > loss_1: 31.628982543945312 (31.756917791851496) | > grad_norm_1: tensor(122.8168, device='cuda:0') (tensor(92.5047, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3574 (0.35786079148114736) | > loader_time: 0.0035 (0.003385406429484739)  --> TIME: 2024-06-11 08:20:12 -- STEP: 84/330 -- GLOBAL_STEP: 217775 | > loss_disc: 2.39792799949646 (2.341870234126137) | > loss_disc_real_0: 0.12091934680938721 (0.11031542496667021) | > loss_disc_real_1: 0.20414242148399353 (0.19848627880925224) | > loss_disc_real_2: 0.23077934980392456 (0.21297691656010492) | > loss_disc_real_3: 0.2417616993188858 (0.2276951895938033) | > loss_disc_real_4: 0.2273896485567093 (0.22904812970331737) | > loss_disc_real_5: 0.18576444685459137 (0.2193030390356268) | > loss_0: 2.39792799949646 (2.341870234126137) | > grad_norm_0: tensor(10.2590, device='cuda:0') (tensor(9.1412, device='cuda:0')) | > loss_gen: 2.3507208824157715 (2.49069094657898) | > loss_kl: 1.9219557046890259 (1.9008911464895522) | > loss_feat: 6.640951156616211 (7.126203644843328) | > loss_mel: 18.035888671875 (18.214503401801704) | > loss_duration: 2.086472511291504 (2.0317146480083474) | > loss_1: 31.035991668701172 (31.764003867194766) | > grad_norm_1: tensor(51.4696, device='cuda:0') (tensor(100.7838, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3803 (0.36061382861364455) | > loader_time: 0.0038 (0.003487127167837961)  --> TIME: 2024-06-11 08:20:22 -- STEP: 109/330 -- GLOBAL_STEP: 217800 | > loss_disc: 2.1991043090820312 (2.3414604095144007) | > loss_disc_real_0: 0.07174703478813171 (0.11201040269038) | > loss_disc_real_1: 0.18501882255077362 (0.19909925854534183) | > loss_disc_real_2: 0.2044648975133896 (0.21302111925335104) | > loss_disc_real_3: 0.1937277764081955 (0.22661554116174715) | > loss_disc_real_4: 0.20547130703926086 (0.22806604999467867) | > loss_disc_real_5: 0.2006450742483139 (0.21877177551798865) | > loss_0: 2.1991043090820312 (2.3414604095144007) | > grad_norm_0: tensor(10.2201, device='cuda:0') (tensor(8.9041, device='cuda:0')) | > loss_gen: 2.6019515991210938 (2.490922372275536) | > loss_kl: 2.1196510791778564 (1.907032546647098) | > loss_feat: 7.990196704864502 (7.1508631574998205) | > loss_mel: 18.245500564575195 (18.19440612442997) | > loss_duration: 1.9794604778289795 (2.03161708368074) | > loss_1: 32.93675994873047 (31.77484127359653) | > grad_norm_1: tensor(125.1391, device='cuda:0') (tensor(99.2272, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3627 (0.3621384331939418) | > loader_time: 0.0038 (0.0035965180178301054)  --> TIME: 2024-06-11 08:20:31 -- STEP: 134/330 -- GLOBAL_STEP: 217825 | > loss_disc: 2.350816011428833 (2.345569083939737) | > loss_disc_real_0: 0.11911536008119583 (0.1132272851111284) | > loss_disc_real_1: 0.16378766298294067 (0.19886772490259427) | > loss_disc_real_2: 0.2020391821861267 (0.2141384777070871) | > loss_disc_real_3: 0.2432430535554886 (0.22725516068401622) | > loss_disc_real_4: 0.21700116991996765 (0.22817230435894498) | > loss_disc_real_5: 0.22155462205410004 (0.21895326418218328) | > loss_0: 2.350816011428833 (2.345569083939737) | > grad_norm_0: tensor(25.1626, device='cuda:0') (tensor(9.2073, device='cuda:0')) | > loss_gen: 2.4074981212615967 (2.4976072008930035) | > loss_kl: 1.7601869106292725 (1.9140282655829814) | > loss_feat: 7.964406967163086 (7.191376657628301) | > loss_mel: 18.789817810058594 (18.246677597956875) | > loss_duration: 2.0432519912719727 (2.0336747285145442) | > loss_1: 32.96516036987305 (31.88336442121819) | > grad_norm_1: tensor(424.4758, device='cuda:0') (tensor(107.6173, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3656 (0.3631166539975067) | > loader_time: 0.0039 (0.0036887304106755048)  --> TIME: 2024-06-11 08:20:41 -- STEP: 159/330 -- GLOBAL_STEP: 217850 | > loss_disc: 2.3516767024993896 (2.34969646375884) | > loss_disc_real_0: 0.10549256205558777 (0.11411520548211704) | > loss_disc_real_1: 0.2038803994655609 (0.19907385054624302) | > loss_disc_real_2: 0.18325185775756836 (0.21376197714850584) | > loss_disc_real_3: 0.2097705751657486 (0.2279797080177931) | > loss_disc_real_4: 0.21007557213306427 (0.2290587639846142) | > loss_disc_real_5: 0.19720947742462158 (0.21932548031492052) | > loss_0: 2.3516767024993896 (2.34969646375884) | > grad_norm_0: tensor(6.8589, device='cuda:0') (tensor(11.4687, device='cuda:0')) | > loss_gen: 2.540147304534912 (2.495529407225315) | > loss_kl: 1.9205056428909302 (1.920233539815219) | > loss_feat: 7.819120407104492 (7.168829081193456) | > loss_mel: 17.9283447265625 (18.21049366357192) | > loss_duration: 2.0363094806671143 (2.0356147116835026) | > loss_1: 32.24442672729492 (31.83070032851501) | > grad_norm_1: tensor(94.9156, device='cuda:0') (tensor(129.4938, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3701 (0.36481799119673436) | > loader_time: 0.0042 (0.0037705463433415636)  --> TIME: 2024-06-11 08:20:50 -- STEP: 184/330 -- GLOBAL_STEP: 217875 | > loss_disc: 2.467503309249878 (2.3534288898758264) | > loss_disc_real_0: 0.11052107810974121 (0.1157586898897653) | > loss_disc_real_1: 0.24088722467422485 (0.1990261733046044) | > loss_disc_real_2: 0.24677421152591705 (0.2149461319103189) | > loss_disc_real_3: 0.2229151427745819 (0.22809863058121307) | > loss_disc_real_4: 0.21236157417297363 (0.228976771235466) | > loss_disc_real_5: 0.21140475571155548 (0.21930896231661673) | > loss_0: 2.467503309249878 (2.3534288898758264) | > grad_norm_0: tensor(9.2045, device='cuda:0') (tensor(12.1269, device='cuda:0')) | > loss_gen: 2.3955204486846924 (2.491556652214217) | > loss_kl: 1.8967677354812622 (1.9235389886990837) | > loss_feat: 6.211811065673828 (7.150159799534341) | > loss_mel: 17.041139602661133 (18.167704188305407) | > loss_duration: 2.065662384033203 (2.0414731016625534) | > loss_1: 29.610902786254883 (31.774432669515196) | > grad_norm_1: tensor(222.9455, device='cuda:0') (tensor(139.8179, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3745 (0.36699777323266736) | > loader_time: 0.0047 (0.0038917129454405413)  --> TIME: 2024-06-11 08:21:00 -- STEP: 209/330 -- GLOBAL_STEP: 217900 | > loss_disc: 2.340341329574585 (2.353019748578231) | > loss_disc_real_0: 0.08376353979110718 (0.1174164116739086) | > loss_disc_real_1: 0.1651826649904251 (0.19965849752631482) | > loss_disc_real_2: 0.1954042911529541 (0.21459963746618424) | > loss_disc_real_3: 0.2515200674533844 (0.22765065587023228) | > loss_disc_real_4: 0.24537980556488037 (0.22816615569534485) | > loss_disc_real_5: 0.2208041101694107 (0.21886861110418038) | > loss_0: 2.340341329574585 (2.353019748578231) | > grad_norm_0: tensor(39.9720, device='cuda:0') (tensor(13.2385, device='cuda:0')) | > loss_gen: 2.517029285430908 (2.4900568489823054) | > loss_kl: 1.9301259517669678 (1.9289888257615304) | > loss_feat: 7.308055877685547 (7.149808646389172) | > loss_mel: 18.04426383972168 (18.136930201042215) | > loss_duration: 2.113347053527832 (2.048365878716612) | > loss_1: 31.912822723388672 (31.75415035412072) | > grad_norm_1: tensor(240.4412, device='cuda:0') (tensor(152.2179, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.3971 (0.37005549982974406) | > loader_time: 0.005 (0.004010618018191398)  --> TIME: 2024-06-11 08:21:11 -- STEP: 234/330 -- GLOBAL_STEP: 217925 | > loss_disc: 2.333726406097412 (2.355039537462414) | > loss_disc_real_0: 0.12871097028255463 (0.11782334662146038) | > loss_disc_real_1: 0.1970532089471817 (0.20032673310010857) | > loss_disc_real_2: 0.18144753575325012 (0.21460560881174526) | > loss_disc_real_3: 0.2126806676387787 (0.227670651088413) | > loss_disc_real_4: 0.22930023074150085 (0.2284880639014081) | > loss_disc_real_5: 0.2175595462322235 (0.21895724738764966) | > loss_0: 2.333726406097412 (2.355039537462414) | > grad_norm_0: tensor(35.0796, device='cuda:0') (tensor(15.8629, device='cuda:0')) | > loss_gen: 2.452648639678955 (2.4950803426595844) | > loss_kl: 1.8778492212295532 (1.9266438412870097) | > loss_feat: 7.074164390563965 (7.147873448510455) | > loss_mel: 17.895261764526367 (18.098934507777557) | > loss_duration: 2.1331214904785156 (2.056000680495531) | > loss_1: 31.43304443359375 (31.724532730558998) | > grad_norm_1: tensor(155.6718, device='cuda:0') (tensor(169.4707, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.4117 (0.37421261347257173) | > loader_time: 0.0056 (0.004140877316140722)  --> TIME: 2024-06-11 08:21:22 -- STEP: 259/330 -- GLOBAL_STEP: 217950 | > loss_disc: 2.5554380416870117 (2.3558754092477923) | > loss_disc_real_0: 0.1948625147342682 (0.11858155237489225) | > loss_disc_real_1: 0.2480575442314148 (0.20103787886820243) | > loss_disc_real_2: 0.19441936910152435 (0.21439610542477786) | > loss_disc_real_3: 0.23163098096847534 (0.22802009298304332) | > loss_disc_real_4: 0.21993602812290192 (0.22842423030998715) | > loss_disc_real_5: 0.24675267934799194 (0.21877424890700453) | > loss_0: 2.5554380416870117 (2.3558754092477923) | > grad_norm_0: tensor(53.8220, device='cuda:0') (tensor(18.7579, device='cuda:0')) | > loss_gen: 2.3530173301696777 (2.5018915945958917) | > loss_kl: 1.9891165494918823 (1.9260525974988016) | > loss_feat: 6.459795951843262 (7.152379466760112) | > loss_mel: 17.74321174621582 (18.072187313241855) | > loss_duration: 2.177236318588257 (2.0630528434363113) | > loss_1: 30.72237777709961 (31.715563718876783) | > grad_norm_1: tensor(114.9642, device='cuda:0') (tensor(191.5236, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.4211 (0.3794106470571982) | > loader_time: 0.006 (0.004308740144530781)  --> TIME: 2024-06-11 08:21:33 -- STEP: 284/330 -- GLOBAL_STEP: 217975 | > loss_disc: 2.2642970085144043 (2.355136312229532) | > loss_disc_real_0: 0.11452390253543854 (0.11831937449603853) | > loss_disc_real_1: 0.17862378060817719 (0.20124925966833673) | > loss_disc_real_2: 0.1982826292514801 (0.21482196187889066) | > loss_disc_real_3: 0.2234814614057541 (0.22786300834005987) | > loss_disc_real_4: 0.2227095514535904 (0.227910105611237) | > loss_disc_real_5: 0.24858923256397247 (0.21876825743787726) | > loss_0: 2.2642970085144043 (2.355136312229532) | > grad_norm_0: tensor(47.2100, device='cuda:0') (tensor(21.1247, device='cuda:0')) | > loss_gen: 2.67696475982666 (2.5052097154335247) | > loss_kl: 1.9364477396011353 (1.9283935692108853) | > loss_feat: 7.673936367034912 (7.162153944163254) | > loss_mel: 17.79451560974121 (18.033855377788285) | > loss_duration: 2.1574459075927734 (2.071791752543248) | > loss_1: 32.23931121826172 (31.70140426259645) | > grad_norm_1: tensor(655.4193, device='cuda:0') (tensor(215.0694, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.4519 (0.38532281845388283) | > loader_time: 0.0066 (0.0044867438329777255)  --> TIME: 2024-06-11 08:21:45 -- STEP: 309/330 -- GLOBAL_STEP: 218000 | > loss_disc: 2.4114291667938232 (2.356627749779461) | > loss_disc_real_0: 0.1596137136220932 (0.11865265421497012) | > loss_disc_real_1: 0.2445095032453537 (0.20174305811283266) | > loss_disc_real_2: 0.1995244175195694 (0.21454469155532258) | > loss_disc_real_3: 0.2252054363489151 (0.22803838473886348) | > loss_disc_real_4: 0.22477522492408752 (0.22836544434615325) | > loss_disc_real_5: 0.2340260148048401 (0.2192418873310089) | > loss_0: 2.4114291667938232 (2.356627749779461) | > grad_norm_0: tensor(58.9841, device='cuda:0') (tensor(22.4655, device='cuda:0')) | > loss_gen: 2.534414291381836 (2.5041762717719234) | > loss_kl: 1.9120409488677979 (1.9301112562321536) | > loss_feat: 6.830432891845703 (7.171376830165826) | > loss_mel: 17.546077728271484 (17.983981715822697) | > loss_duration: 2.2536182403564453 (2.082988000996291) | > loss_1: 31.076583862304688 (31.672633976612275) | > grad_norm_1: tensor(519.3776, device='cuda:0') (tensor(232.5299, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.4949 (0.3931821712012429) | > loader_time: 0.0079 (0.00471186637878418) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_218000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5243191719055176 (2.5243191719055176) | > loss_disc_real_0: 0.17122940719127655 (0.17122940719127655) | > loss_disc_real_1: 0.3470582664012909 (0.3470582664012909) | > loss_disc_real_2: 0.2781032621860504 (0.2781032621860504) | > loss_disc_real_3: 0.23961226642131805 (0.23961226642131805) | > loss_disc_real_4: 0.31116101145744324 (0.31116101145744324) | > loss_disc_real_5: 0.25274479389190674 (0.25274479389190674) | > loss_0: 2.5243191719055176 (2.5243191719055176) | > loss_gen: 2.7732396125793457 (2.7732396125793457) | > loss_kl: 1.7467684745788574 (1.7467684745788574) | > loss_feat: 6.471961975097656 (6.471961975097656) | > loss_mel: 16.112804412841797 (16.112804412841797) | > loss_duration: 2.887301206588745 (2.887301206588745) | > loss_1: 29.992074966430664 (29.992074966430664)  --> STEP: 1 | > loss_disc: 2.3530750274658203 (2.3530750274658203) | > loss_disc_real_0: 0.132196843624115 (0.132196843624115) | > loss_disc_real_1: 0.20301198959350586 (0.20301198959350586) | > loss_disc_real_2: 0.23802758753299713 (0.23802758753299713) | > loss_disc_real_3: 0.28026530146598816 (0.28026530146598816) | > loss_disc_real_4: 0.3128208518028259 (0.3128208518028259) | > loss_disc_real_5: 0.22964723408222198 (0.22964723408222198) | > loss_0: 2.3530750274658203 (2.3530750274658203) | > loss_gen: 2.6713132858276367 (2.6713132858276367) | > loss_kl: 2.266763687133789 (2.266763687133789) | > loss_feat: 6.631223678588867 (6.631223678588867) | > loss_mel: 18.54296875 (18.54296875) | > loss_duration: 2.392455816268921 (2.392455816268921) | > loss_1: 32.50472640991211 (32.50472640991211)  --> STEP: 2 | > loss_disc: 2.3970253467559814 (2.375050187110901) | > loss_disc_real_0: 0.13086983561515808 (0.13153333961963654) | > loss_disc_real_1: 0.24019312858581543 (0.22160255908966064) | > loss_disc_real_2: 0.26315394043922424 (0.2505907639861107) | > loss_disc_real_3: 0.2462509572505951 (0.2632581293582916) | > loss_disc_real_4: 0.3187600374221802 (0.31579044461250305) | > loss_disc_real_5: 0.26885583996772766 (0.24925153702497482) | > loss_0: 2.3970253467559814 (2.375050187110901) | > loss_gen: 2.6341166496276855 (2.652714967727661) | > loss_kl: 3.022490978240967 (2.644627332687378) | > loss_feat: 6.449221611022949 (6.540222644805908) | > loss_mel: 20.20021629333496 (19.37159252166748) | > loss_duration: 2.5145556926727295 (2.453505754470825) | > loss_1: 34.82060241699219 (33.66266441345215)  --> STEP: 3 | > loss_disc: 2.164026975631714 (2.3047091166178384) | > loss_disc_real_0: 0.08851274102926254 (0.11719314008951187) | > loss_disc_real_1: 0.15094541013240814 (0.19805017610390982) | > loss_disc_real_2: 0.22537419199943542 (0.24218523999055228) | > loss_disc_real_3: 0.2728404104709625 (0.26645222306251526) | > loss_disc_real_4: 0.25192177295684814 (0.2945008873939514) | > loss_disc_real_5: 0.17388741672039032 (0.2241301635901133) | > loss_0: 2.164026975631714 (2.3047091166178384) | > loss_gen: 2.5263710021972656 (2.610600312550863) | > loss_kl: 3.0993094444274902 (2.7961880366007485) | > loss_feat: 7.3819451332092285 (6.820796807607015) | > loss_mel: 19.63602638244629 (19.459737141927082) | > loss_duration: 2.233882427215576 (2.3802979787190757) | > loss_1: 34.87753677368164 (34.06762186686198)  --> STEP: 4 | > loss_disc: 2.235705852508545 (2.287458300590515) | > loss_disc_real_0: 0.12179776281118393 (0.11834429576992989) | > loss_disc_real_1: 0.2745722830295563 (0.21718070283532143) | > loss_disc_real_2: 0.19923025369644165 (0.2314464934170246) | > loss_disc_real_3: 0.2620384395122528 (0.26534877717494965) | > loss_disc_real_4: 0.22097483277320862 (0.2761193737387657) | > loss_disc_real_5: 0.156340092420578 (0.2071826457977295) | > loss_0: 2.235705852508545 (2.287458300590515) | > loss_gen: 2.7296195030212402 (2.640355110168457) | > loss_kl: 1.9288010597229004 (2.5793412923812866) | > loss_feat: 7.419990539550781 (6.9705952405929565) | > loss_mel: 18.279888153076172 (19.164774894714355) | > loss_duration: 2.3338165283203125 (2.3686776161193848) | > loss_1: 32.692115783691406 (33.723745346069336)  --> STEP: 5 | > loss_disc: 2.4817280769348145 (2.326312255859375) | > loss_disc_real_0: 0.12486696988344193 (0.11964883059263229) | > loss_disc_real_1: 0.2256985306739807 (0.21888426840305328) | > loss_disc_real_2: 0.2880823314189911 (0.2427736610174179) | > loss_disc_real_3: 0.32286643981933594 (0.2768523097038269) | > loss_disc_real_4: 0.35079479217529297 (0.29105445742607117) | > loss_disc_real_5: 0.26719793677330017 (0.21918570399284362) | > loss_0: 2.4817280769348145 (2.326312255859375) | > loss_gen: 2.739393472671509 (2.6601627826690675) | > loss_kl: 2.975928544998169 (2.658658742904663) | > loss_feat: 5.594488620758057 (6.695373916625977) | > loss_mel: 19.06979751586914 (19.145779418945313) | > loss_duration: 2.4373421669006348 (2.3824105262756348) | > loss_1: 32.816951751708984 (33.54238662719727)  --> STEP: 6 | > loss_disc: 2.356350898742676 (2.3313186963399253) | > loss_disc_real_0: 0.12813971936702728 (0.12106397872169812) | > loss_disc_real_1: 0.2983171045780182 (0.2321230744322141) | > loss_disc_real_2: 0.2364875227212906 (0.2417259713013967) | > loss_disc_real_3: 0.26354146003723145 (0.27463383475939435) | > loss_disc_real_4: 0.28565192222595215 (0.290154034892718) | > loss_disc_real_5: 0.17541006207466125 (0.21188976367314658) | > loss_0: 2.356350898742676 (2.3313186963399253) | > loss_gen: 2.758507251739502 (2.6765535275141397) | > loss_kl: 2.481856107711792 (2.6291916370391846) | > loss_feat: 6.686168670654297 (6.69383970896403) | > loss_mel: 19.391523361206055 (19.186736742655437) | > loss_duration: 2.1814422607421875 (2.3489158153533936) | > loss_1: 33.49949645996094 (33.53523826599121)  --> STEP: 7 | > loss_disc: 2.5612757205963135 (2.3641696998051236) | > loss_disc_real_0: 0.20877718925476074 (0.1335944373692785) | > loss_disc_real_1: 0.29642432928085327 (0.2413089679820197) | > loss_disc_real_2: 0.28759530186653137 (0.24827873281070165) | > loss_disc_real_3: 0.2898003160953522 (0.27680047495024546) | > loss_disc_real_4: 0.2602161467075348 (0.2858771937234061) | > loss_disc_real_5: 0.25826582312583923 (0.21851491502353124) | > loss_0: 2.5612757205963135 (2.3641696998051236) | > loss_gen: 2.5754380226135254 (2.662108455385481) | > loss_kl: 3.6713316440582275 (2.778068780899048) | > loss_feat: 5.042553424835205 (6.457941668374198) | > loss_mel: 16.84568214416504 (18.85230037144252) | > loss_duration: 2.563497543334961 (2.379570347922189) | > loss_1: 30.698501586914062 (33.12999016898019)  --> STEP: 8 | > loss_disc: 2.517831325531006 (2.3833774030208588) | > loss_disc_real_0: 0.1496710181236267 (0.13560400996357203) | > loss_disc_real_1: 0.15844272077083588 (0.23095068708062172) | > loss_disc_real_2: 0.24666906893253326 (0.2480775248259306) | > loss_disc_real_3: 0.21146346628665924 (0.2686333488672972) | > loss_disc_real_4: 0.3152243196964264 (0.28954558447003365) | > loss_disc_real_5: 0.24924010038375854 (0.22235556319355965) | > loss_0: 2.517831325531006 (2.3833774030208588) | > loss_gen: 2.581259250640869 (2.652002304792404) | > loss_kl: 2.957120895385742 (2.8004502952098846) | > loss_feat: 11.280903816223145 (7.060811936855316) | > loss_mel: 21.3626651763916 (19.166095972061157) | > loss_duration: 2.2171945571899414 (2.359273374080658) | > loss_1: 40.39914321899414 (34.038634300231934)  --> STEP: 9 | > loss_disc: 2.34232759475708 (2.3788163132137723) | > loss_disc_real_0: 0.10185488313436508 (0.13185410698254904) | > loss_disc_real_1: 0.2494116723537445 (0.23300190766652426) | > loss_disc_real_2: 0.20428183674812317 (0.24321133726172978) | > loss_disc_real_3: 0.23001493513584137 (0.26434241400824654) | > loss_disc_real_4: 0.35661906003952026 (0.29699819286664325) | > loss_disc_real_5: 0.15284961462020874 (0.2146326800187429) | > loss_0: 2.34232759475708 (2.3788163132137723) | > loss_gen: 2.71065616607666 (2.658519400490655) | > loss_kl: 1.999072790145874 (2.711408350202772) | > loss_feat: 8.812989234924316 (7.255498303307427) | > loss_mel: 20.11741065979004 (19.271797604031033) | > loss_duration: 2.115213394165039 (2.332155598534478) | > loss_1: 35.755340576171875 (34.22937944200304)  --> STEP: 10 | > loss_disc: 2.6352107524871826 (2.4044557571411134) | > loss_disc_real_0: 0.21107418835163116 (0.13977611511945726) | > loss_disc_real_1: 0.2610153555870056 (0.2358032524585724) | > loss_disc_real_2: 0.26737356185913086 (0.24562755972146988) | > loss_disc_real_3: 0.3156745731830597 (0.2694756299257278) | > loss_disc_real_4: 0.29695841670036316 (0.29699421525001524) | > loss_disc_real_5: 0.25347816944122314 (0.2185172289609909) | > loss_0: 2.6352107524871826 (2.4044557571411134) | > loss_gen: 2.533844470977783 (2.6460519075393676) | > loss_kl: 2.7299492359161377 (2.713262438774109) | > loss_feat: 4.865418434143066 (7.016490316390991) | > loss_mel: 14.387864112854004 (18.78340425491333) | > loss_duration: 2.296879291534424 (2.3286279678344726) | > loss_1: 26.813953399658203 (33.487836837768555)  --> STEP: 11 | > loss_disc: 2.408830404281616 (2.4048534523357046) | > loss_disc_real_0: 0.15419498085975647 (0.14108692109584808) | > loss_disc_real_1: 0.28543779253959656 (0.24031548337502914) | > loss_disc_real_2: 0.2017257660627365 (0.24163648757067593) | > loss_disc_real_3: 0.2450636327266693 (0.2672563574530862) | > loss_disc_real_4: 0.2959398925304413 (0.296898367730054) | > loss_disc_real_5: 0.1976708322763443 (0.2166221019896594) | > loss_0: 2.408830404281616 (2.4048534523357046) | > loss_gen: 2.522609233856201 (2.6348298462954434) | > loss_kl: 2.9785399436950684 (2.737378575585105) | > loss_feat: 7.813757419586182 (7.08896914395419) | > loss_mel: 18.053813934326172 (18.71707786213268) | > loss_duration: 2.4659981727600098 (2.3411161682822486) | > loss_1: 33.834720611572266 (33.519371726296164)  --> STEP: 12 | > loss_disc: 2.899775743484497 (2.446096976598104) | > loss_disc_real_0: 0.11541013419628143 (0.13894718885421753) | > loss_disc_real_1: 0.32678544521331787 (0.24752131352821985) | > loss_disc_real_2: 0.3448181748390198 (0.2502349615097046) | > loss_disc_real_3: 0.2717924416065216 (0.26763436446587247) | > loss_disc_real_4: 0.2561659812927246 (0.2935040021936099) | > loss_disc_real_5: 0.2349560707807541 (0.2181499327222506) | > loss_0: 2.899775743484497 (2.446096976598104) | > loss_gen: 2.1995675563812256 (2.598557988802592) | > loss_kl: 2.915759325027466 (2.7522436380386353) | > loss_feat: 7.114442825317383 (7.091091950734456) | > loss_mel: 20.101146697998047 (18.832416931788128) | > loss_duration: 2.2325494289398193 (2.3320689400037127) | > loss_1: 34.56346130371094 (33.60637919108073)  --> STEP: 13 | > loss_disc: 2.432750940322876 (2.445070358423086) | > loss_disc_real_0: 0.12436145544052124 (0.13782520936085627) | > loss_disc_real_1: 0.2910006642341614 (0.2508658789671384) | > loss_disc_real_2: 0.25879794359207153 (0.25089365243911743) | > loss_disc_real_3: 0.2951318621635437 (0.26974955659646255) | > loss_disc_real_4: 0.26039859652519226 (0.2909574325268085) | > loss_disc_real_5: 0.1786917895078659 (0.2151146909365287) | > loss_0: 2.432750940322876 (2.445070358423086) | > 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19.978315353393555 (18.72203506742205) | > loss_duration: 2.360210418701172 (2.328027623040335) | > loss_1: 35.67573547363281 (33.54036290305002)  --> STEP: 15 | > loss_disc: 2.1160526275634766 (2.4188766638437906) | > loss_disc_real_0: 0.20070230960845947 (0.142062242825826) | > loss_disc_real_1: 0.25711286067962646 (0.25321448644002276) | > loss_disc_real_2: 0.17468498647212982 (0.24338077704111735) | > loss_disc_real_3: 0.22020038962364197 (0.2604919532934825) | > loss_disc_real_4: 0.2380601465702057 (0.290914777914683) | > loss_disc_real_5: 0.20290221273899078 (0.21243863999843599) | > loss_0: 2.1160526275634766 (2.4188766638437906) | > loss_gen: 3.2865843772888184 (2.6486477692921957) | > loss_kl: 3.2892189025878906 (2.809921137491862) | > loss_feat: 7.605370998382568 (7.144456545511882) | > loss_mel: 19.42683982849121 (18.769022051493327) | > loss_duration: 2.318373680114746 (2.3273840268452957) | > loss_1: 35.926387786865234 (33.6994312286377)  --> STEP: 16 | > loss_disc: 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(0.29053448720110786) | > loss_disc_real_5: 0.13557477295398712 (0.2110800329181883) | > loss_0: 2.142117977142334 (2.415547556347317) | > loss_gen: 2.4373111724853516 (2.6438237296210394) | > loss_kl: 2.300921678543091 (2.7023593054877386) | > loss_feat: 11.314445495605469 (7.397655275132921) | > loss_mel: 19.717145919799805 (18.66595729192098) | > loss_duration: 2.2267632484436035 (2.333258933491176) | > loss_1: 37.996585845947266 (33.7430542839898)  --> STEP: 19 | > loss_disc: 2.7319416999816895 (2.4321998796964945) | > loss_disc_real_0: 0.15908291935920715 (0.1412515377527789) | > loss_disc_real_1: 0.35770392417907715 (0.2539304981106206) | > loss_disc_real_2: 0.24047043919563293 (0.24662378038230695) | > loss_disc_real_3: 0.33847394585609436 (0.2618407238470882) | > loss_disc_real_4: 0.36580368876457214 (0.29449602412550074) | > loss_disc_real_5: 0.2170463502407074 (0.21139404961937353) | > loss_0: 2.7319416999816895 (2.4321998796964945) | > loss_gen: 2.3647546768188477 (2.6291358847367134) | > loss_kl: 2.3357772827148438 (2.683065514815481) | > loss_feat: 5.840675354003906 (7.315708963494552) | > loss_mel: 18.107824325561523 (18.636581872638903) | > loss_duration: 2.3095226287841797 (2.3320096542960713) | > loss_1: 30.958555221557617 (33.59650170175653)  --> STEP: 20 | > loss_disc: 2.184023380279541 (2.419791054725647) | > loss_disc_real_0: 0.18727520108222961 (0.14355272091925145) | > loss_disc_real_1: 0.22640718519687653 (0.25255433246493336) | > loss_disc_real_2: 0.27291157841682434 (0.2479381702840328) | > loss_disc_real_3: 0.2398780882358551 (0.2607425920665265) | > loss_disc_real_4: 0.2255808264017105 (0.29105026423931124) | > loss_disc_real_5: 0.20792114734649658 (0.21122040450572968) | > loss_0: 2.184023380279541 (2.419791054725647) | > loss_gen: 3.0948245525360107 (2.6524203181266786) | > loss_kl: 2.113050699234009 (2.6545647740364076) | > loss_feat: 7.7658305168151855 (7.338215041160583) | > loss_mel: 20.14925765991211 (18.712215662002563) | > loss_duration: 2.3342297077178955 (2.332120656967162) | > loss_1: 35.457191467285156 (33.68953619003296)  --> STEP: 21 | > loss_disc: 2.4362545013427734 (2.4205750283740817) | > loss_disc_real_0: 0.10810242593288422 (0.14186461163418634) | > loss_disc_real_1: 0.24577945470809937 (0.2522317192384175) | > loss_disc_real_2: 0.27028128504753113 (0.24900212812991368) | > loss_disc_real_3: 0.23893044888973236 (0.25970391858191727) | > loss_disc_real_4: 0.2611736059188843 (0.2896275662240528) | > loss_disc_real_5: 0.1680160015821457 (0.209163051985559) | > loss_0: 2.4362545013427734 (2.4205750283740817) | > loss_gen: 2.293229341506958 (2.6353159859066917) | > loss_kl: 1.5957335233688354 (2.6041442382903326) | > loss_feat: 5.381518840789795 (7.245039031619117) | > loss_mel: 15.658225059509277 (18.566787538074312) | > loss_duration: 2.1631617546081543 (2.3240749949500668) | > loss_1: 27.091869354248047 (33.375361578805105)  --> STEP: 22 | > loss_disc: 2.1867899894714355 (2.4099484356966885) | > loss_disc_real_0: 0.12691622972488403 (0.14118513972921806) | > loss_disc_real_1: 0.2370462715625763 (0.25154147161678836) | > loss_disc_real_2: 0.16386908292770386 (0.24513244425708597) | > loss_disc_real_3: 0.18186599016189575 (0.2561658309264617) | > loss_disc_real_4: 0.24210867285728455 (0.28746761652556335) | > loss_disc_real_5: 0.21625164151191711 (0.20948526060039346) | > loss_0: 2.1867899894714355 (2.4099484356966885) | > loss_gen: 2.5471951961517334 (2.6313104954632847) | > loss_kl: 2.095564365386963 (2.5810269713401794) | > loss_feat: 7.756958961486816 (7.268308119340376) | > loss_mel: 18.88877296447754 (18.581423239274457) | > loss_duration: 2.1827075481414795 (2.3176492019133126) | > loss_1: 33.47119903564453 (33.37971782684326)  --> STEP: 23 | > loss_disc: 2.698535442352295 (2.422495696855628) | > loss_disc_real_0: 0.2608131170272827 (0.14638635613348175) | > loss_disc_real_1: 0.31244415044784546 (0.2541894141746604) | > loss_disc_real_2: 0.26237523555755615 (0.24588213083536728) | > loss_disc_real_3: 0.2752273678779602 (0.2569945934026138) | > loss_disc_real_4: 0.3600830137729645 (0.29062480771023297) | > loss_disc_real_5: 0.14850474894046783 (0.20683393400648367) | > loss_0: 2.698535442352295 (2.422495696855628) | > loss_gen: 2.596964120864868 (2.629817174828571) | > loss_kl: 2.479875087738037 (2.5766290633574775) | > loss_feat: 5.240434169769287 (7.180139686750329) | > loss_mel: 16.487106323242188 (18.490365982055664) | > loss_duration: 2.3495352268218994 (2.3190355508223814) | > loss_1: 29.153915405273438 (33.19598728677501)  --> STEP: 24 | > loss_disc: 2.3516674041748047 (2.419544517993927) | > loss_disc_real_0: 0.1131366491317749 (0.1450009516750773) | > loss_disc_real_1: 0.26066502928733826 (0.25445923147102195) | > loss_disc_real_2: 0.24382372200489044 (0.24579636380076408) | > loss_disc_real_3: 0.25751641392707825 (0.25701633592446654) | > loss_disc_real_4: 0.31493160128593445 (0.2916375907758872) | > loss_disc_real_5: 0.1903870552778244 (0.2061486473927895) | > loss_0: 2.3516674041748047 (2.419544517993927) | > loss_gen: 2.6563658714294434 (2.6309233705202737) | > loss_kl: 2.5535717010498047 (2.5756683399279914) | > loss_feat: 6.2775397300720215 (7.142531355222066) | > loss_mel: 17.428625106811523 (18.44612677892049) | > loss_duration: 2.4581751823425293 (2.3248330354690543) | > loss_1: 31.374279022216797 (33.12008277575175)  --> STEP: 25 | > loss_disc: 2.566041946411133 (2.425404415130615) | > loss_disc_real_0: 0.2058999240398407 (0.14743691056966782) | > loss_disc_real_1: 0.2914596498012543 (0.25593924820423125) | > loss_disc_real_2: 0.22813184559345245 (0.24508978307247162) | > loss_disc_real_3: 0.19382497668266296 (0.25448868155479437) | > loss_disc_real_4: 0.31202995777130127 (0.29245328545570376) | > loss_disc_real_5: 0.15204529464244843 (0.2039845132827759) | > loss_0: 2.566041946411133 (2.425404415130615) | > loss_gen: 2.289335012435913 (2.6172598361968995) | > loss_kl: 2.652104377746582 (2.5787257814407347) | > loss_feat: 6.115532398223877 (7.101451396942139) | > loss_mel: 15.223580360412598 (18.317224922180177) | > loss_duration: 2.3716397285461426 (2.3267053031921376) | > loss_1: 28.652193069458008 (32.9413671875)  --> STEP: 26 | > loss_disc: 2.276137351989746 (2.419663374240582) | > loss_disc_real_0: 0.15298815071582794 (0.14765041980605859) | > loss_disc_real_1: 0.17338165640830994 (0.2527639562120804) | > loss_disc_real_2: 0.13634608685970306 (0.24090733321813437) | > loss_disc_real_3: 0.2016579806804657 (0.2524567315211664) | > loss_disc_real_4: 0.21462643146514893 (0.2894599449176055) | > loss_disc_real_5: 0.22361040115356445 (0.20473935512396005) | > loss_0: 2.276137351989746 (2.419663374240582) | > loss_gen: 2.4749529361724854 (2.611786493888268) | > loss_kl: 2.1116433143615723 (2.5607610711684594) | > loss_feat: 11.024103164672852 (7.252322618777935) | > loss_mel: 21.502843856811523 (18.439748727358307) | > loss_duration: 2.2893075942993164 (2.325266929773183) | > loss_1: 39.40284729003906 (33.18988565298227) --> EVAL PERFORMANCE | > avg_loader_time: 0.002599817055922288 (+0.00015804400810828572) | > avg_loss_disc: 2.419663374240582 (+0.040383430627676464) | > avg_loss_disc_real_0: 0.14765041980605859 (+0.03497779355026208) | > avg_loss_disc_real_1: 0.2527639562120804 (+0.014753349125385257) | > avg_loss_disc_real_2: 0.24090733321813437 (-0.007822427612084598) | > avg_loss_disc_real_3: 0.2524567315211664 (-0.004294784023211484) | > avg_loss_disc_real_4: 0.2894599449176055 (+0.022438194316167115) | > avg_loss_disc_real_5: 0.20473935512396005 (-0.050411566518820256) | > avg_loss_0: 2.419663374240582 (+0.040383430627676464) | > avg_loss_gen: 2.611786493888268 (+0.047907526676471246) | > avg_loss_kl: 2.5607610711684594 (-0.06294997380329947) | > avg_loss_feat: 7.252322618777935 (-0.28204749180720423) | > avg_loss_mel: 18.439748727358307 (-0.0959856693561214) | > avg_loss_duration: 2.325266929773183 (+0.015760990289539922) | > avg_loss_1: 33.18988565298227 (-0.37731478764461457)  > EPOCH: 394/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:22:21)   --> TIME: 2024-06-11 08:22:24 -- STEP: 4/330 -- GLOBAL_STEP: 218025 | > loss_disc: 2.278123617172241 (2.3231483697891235) | > loss_disc_real_0: 0.08623134344816208 (0.09168310649693012) | > loss_disc_real_1: 0.16179053485393524 (0.17782820016145706) | > loss_disc_real_2: 0.19610686600208282 (0.20265650376677513) | > loss_disc_real_3: 0.21130283176898956 (0.2179565504193306) | > loss_disc_real_4: 0.24031849205493927 (0.27231909707188606) | > loss_disc_real_5: 0.22549663484096527 (0.21478473767638206) | > loss_0: 2.278123617172241 (2.3231483697891235) | > grad_norm_0: tensor(8.5276, device='cuda:0') (tensor(8.2574, device='cuda:0')) | > loss_gen: 2.5566859245300293 (2.406891882419586) | > loss_kl: 2.1248040199279785 (1.9186734557151794) | > loss_feat: 6.943923473358154 (7.0617910623550415) | > loss_mel: 18.762571334838867 (18.690744400024414) | > loss_duration: 2.2231552600860596 (2.218929171562195) | > loss_1: 32.611141204833984 (32.297030448913574) | > grad_norm_1: tensor(90.1201, device='cuda:0') (tensor(62.9265, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3473 (0.35434043407440186) | > loader_time: 0.0029 (0.003980457782745361)  --> TIME: 2024-06-11 08:22:33 -- STEP: 29/330 -- GLOBAL_STEP: 218050 | > loss_disc: 2.3031005859375 (2.3194767360029545) | > loss_disc_real_0: 0.1127769872546196 (0.10760685673047757) | > loss_disc_real_1: 0.1786215752363205 (0.1918203748505691) | > loss_disc_real_2: 0.25449225306510925 (0.2121688312497632) | > loss_disc_real_3: 0.22646965086460114 (0.22322182562844506) | > loss_disc_real_4: 0.22812111675739288 (0.2362431693693687) | > loss_disc_real_5: 0.21073950827121735 (0.21918367774322114) | > loss_0: 2.3031005859375 (2.3194767360029545) | > grad_norm_0: tensor(4.2542, device='cuda:0') (tensor(8.0848, device='cuda:0')) | > loss_gen: 2.6596531867980957 (2.5108920130236396) | > loss_kl: 2.0101752281188965 (1.8478868089873215) | > loss_feat: 7.265798568725586 (7.242387459195894) | > loss_mel: 18.380216598510742 (18.47280929828512) | > loss_duration: 2.0546364784240723 (2.0745408946070167) | > loss_1: 32.370479583740234 (32.14851635900037) | > grad_norm_1: tensor(105.8991, device='cuda:0') (tensor(78.0079, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3616 (0.3583547329080516) | > loader_time: 0.0034 (0.003690423636600889)  --> TIME: 2024-06-11 08:22:42 -- STEP: 54/330 -- GLOBAL_STEP: 218075 | > loss_disc: 2.1905415058135986 (2.3257856457321733) | > loss_disc_real_0: 0.08463218063116074 (0.11119488364568463) | > loss_disc_real_1: 0.18049491941928864 (0.1953151394371633) | > loss_disc_real_2: 0.19620731472969055 (0.2125580476389991) | > loss_disc_real_3: 0.23155879974365234 (0.2237715729408794) | > loss_disc_real_4: 0.2005012333393097 (0.23228959849587194) | > loss_disc_real_5: 0.17988398671150208 (0.21875978813127236) | > loss_0: 2.1905415058135986 (2.3257856457321733) | > grad_norm_0: tensor(11.4455, device='cuda:0') (tensor(8.5569, device='cuda:0')) | > loss_gen: 2.4528286457061768 (2.5050433609220715) | > loss_kl: 1.8282184600830078 (1.8547443041095026) | > loss_feat: 7.558067798614502 (7.209742687366627) | > loss_mel: 18.509944915771484 (18.33424539919253) | > loss_duration: 1.9795972108840942 (2.0430765770099777) | > loss_1: 32.32865905761719 (31.94685236612955) | > grad_norm_1: tensor(85.2047, device='cuda:0') (tensor(84.2004, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3484 (0.36123114162021214) | > loader_time: 0.0035 (0.003747454396000615)  --> TIME: 2024-06-11 08:22:51 -- STEP: 79/330 -- GLOBAL_STEP: 218100 | > loss_disc: 2.4266533851623535 (2.3258146364477614) | > loss_disc_real_0: 0.14525435864925385 (0.11073370985215224) | > loss_disc_real_1: 0.21406076848506927 (0.19677551392512982) | > loss_disc_real_2: 0.19487494230270386 (0.21305617652361905) | > loss_disc_real_3: 0.22878554463386536 (0.22487697948383378) | > loss_disc_real_4: 0.25873222947120667 (0.23100468478625333) | > loss_disc_real_5: 0.22341172397136688 (0.21915540947944304) | > loss_0: 2.4266533851623535 (2.3258146364477614) | > grad_norm_0: tensor(7.1238, device='cuda:0') (tensor(9.5463, device='cuda:0')) | > loss_gen: 2.468904495239258 (2.507809723479838) | > loss_kl: 1.7353366613388062 (1.857912086233308) | > loss_feat: 7.215400218963623 (7.241403410706339) | > loss_mel: 18.70128631591797 (18.297728961027122) | > loss_duration: 1.9974725246429443 (2.031178459336485) | > loss_1: 32.11840057373047 (31.93603247630445) | > grad_norm_1: tensor(63.8456, device='cuda:0') (tensor(107.3342, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3568 (0.3594366870348967) | > loader_time: 0.0037 (0.003753420672839201)  --> TIME: 2024-06-11 08:23:01 -- STEP: 104/330 -- GLOBAL_STEP: 218125 | > loss_disc: 2.320552349090576 (2.332981070646874) | > loss_disc_real_0: 0.10042843222618103 (0.11137108318507671) | > loss_disc_real_1: 0.20635081827640533 (0.1966770354371804) | > loss_disc_real_2: 0.1819644272327423 (0.2135477289557457) | > loss_disc_real_3: 0.22800615429878235 (0.22576892332961926) | > loss_disc_real_4: 0.23388515412807465 (0.23051925619634298) | > loss_disc_real_5: 0.20124131441116333 (0.21955760138539168) | > loss_0: 2.320552349090576 (2.332981070646874) | > grad_norm_0: tensor(16.5286, device='cuda:0') (tensor(10.6859, device='cuda:0')) | > loss_gen: 2.4468517303466797 (2.50037266428654) | > loss_kl: 1.801946759223938 (1.870414904676951) | > loss_feat: 7.3217315673828125 (7.185040285954108) | > loss_mel: 18.027496337890625 (18.23398030721224) | > loss_duration: 2.0879483222961426 (2.0312582369034113) | > loss_1: 31.68597412109375 (31.821066251167885) | > grad_norm_1: tensor(243.4540, device='cuda:0') (tensor(128.9161, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3581 (0.35904973516097444) | > loader_time: 0.0036 (0.0037783911594977747)  --> TIME: 2024-06-11 08:23:10 -- STEP: 129/330 -- GLOBAL_STEP: 218150 | > loss_disc: 2.3319411277770996 (2.3366040462671327) | > loss_disc_real_0: 0.11216360330581665 (0.11111417707315711) | > loss_disc_real_1: 0.26128578186035156 (0.19794635775015332) | > loss_disc_real_2: 0.21168941259384155 (0.21326401171296142) | > loss_disc_real_3: 0.23623867332935333 (0.2269214582304622) | > loss_disc_real_4: 0.2307049036026001 (0.2311494021221649) | > loss_disc_real_5: 0.20185601711273193 (0.2191925858573396) | > loss_0: 2.3319411277770996 (2.3366040462671327) | > grad_norm_0: tensor(6.6869, device='cuda:0') (tensor(11.9526, device='cuda:0')) | > loss_gen: 2.672636032104492 (2.5039896928062735) | > loss_kl: 1.865893006324768 (1.8867355917775355) | > loss_feat: 7.005546569824219 (7.18662566547246) | > loss_mel: 18.464305877685547 (18.209964944410693) | > loss_duration: 2.0115020275115967 (2.0324058578920003) | > loss_1: 32.0198860168457 (31.819721561993738) | > grad_norm_1: tensor(222.0659, device='cuda:0') (tensor(151.3763, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3601 (0.35886121905127244) | > loader_time: 0.0043 (0.003859601279561834)  --> TIME: 2024-06-11 08:23:19 -- STEP: 154/330 -- GLOBAL_STEP: 218175 | > loss_disc: 2.4290030002593994 (2.335481587942545) | > loss_disc_real_0: 0.09843191504478455 (0.1117382249855376) | > loss_disc_real_1: 0.19498230516910553 (0.19874563358433836) | > loss_disc_real_2: 0.24669168889522552 (0.21339248914223213) | > loss_disc_real_3: 0.22788864374160767 (0.2267748535453499) | > loss_disc_real_4: 0.25119563937187195 (0.22953060453201268) | > loss_disc_real_5: 0.22077998518943787 (0.217802869518856) | > loss_0: 2.4290030002593994 (2.335481587942545) | > grad_norm_0: tensor(16.7664, device='cuda:0') (tensor(14.7500, device='cuda:0')) | > loss_gen: 2.4598302841186523 (2.508165274347578) | > loss_kl: 2.013406753540039 (1.893342577017747) | > loss_feat: 7.0997185707092285 (7.196875990211191) | > loss_mel: 18.61678695678711 (18.222448931111916) | > loss_duration: 2.036379814147949 (2.0344023480043774) | > loss_1: 32.22612380981445 (31.855235025480194) | > grad_norm_1: tensor(246.3068, device='cuda:0') (tensor(171.3516, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3792 (0.3614124586055806) | > loader_time: 0.0051 (0.003936320156246037)  --> TIME: 2024-06-11 08:23:29 -- STEP: 179/330 -- GLOBAL_STEP: 218200 | > loss_disc: 2.3287198543548584 (2.3326476725786103) | > loss_disc_real_0: 0.08769377321004868 (0.11109925615054934) | > loss_disc_real_1: 0.24891869723796844 (0.19874978431776258) | > loss_disc_real_2: 0.249714657664299 (0.21342997511005934) | > loss_disc_real_3: 0.21614965796470642 (0.22722835897067406) | > loss_disc_real_4: 0.18286074697971344 (0.22872866756756213) | > loss_disc_real_5: 0.17370599508285522 (0.2174577068683156) | > loss_0: 2.3287198543548584 (2.3326476725786103) | > grad_norm_0: tensor(12.1575, device='cuda:0') (tensor(16.3647, device='cuda:0')) | > loss_gen: 2.602834701538086 (2.517997438015218) | > loss_kl: 2.0600087642669678 (1.8978147047192024) | > loss_feat: 7.1690993309021 (7.215188034419908) | > loss_mel: 18.193326950073242 (18.187578574239197) | > loss_duration: 2.079397439956665 (2.040145182076779) | > loss_1: 32.10466766357422 (31.85872380560337) | > grad_norm_1: tensor(554.0764, device='cuda:0') (tensor(194.6525, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.3975 (0.36456000738303757) | > loader_time: 0.0047 (0.004035543463083619)  --> TIME: 2024-06-11 08:23:40 -- STEP: 204/330 -- GLOBAL_STEP: 218225 | > loss_disc: 2.453752279281616 (2.334588616502052) | > loss_disc_real_0: 0.16782787442207336 (0.11103534614484684) | > loss_disc_real_1: 0.2055201381444931 (0.19863379512931792) | > loss_disc_real_2: 0.2113417088985443 (0.2132876779080606) | > loss_disc_real_3: 0.25613290071487427 (0.2275638406475385) | > loss_disc_real_4: 0.2523665726184845 (0.22962211401147) | > loss_disc_real_5: 0.2639353275299072 (0.21767614175583805) | > loss_0: 2.453752279281616 (2.334588616502052) | > grad_norm_0: tensor(55.1555, device='cuda:0') (tensor(18.5526, device='cuda:0')) | > loss_gen: 2.458599805831909 (2.5250913792965446) | > loss_kl: 1.9687572717666626 (1.9032301417752808) | > loss_feat: 7.33305025100708 (7.241526727582896) | > loss_mel: 17.848766326904297 (18.16754742229684) | > loss_duration: 2.0498785972595215 (2.0466165525071762) | > loss_1: 31.6590518951416 (31.884012091393565) | > grad_norm_1: tensor(338.0919, device='cuda:0') (tensor(208.2015, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.4151 (0.37070558001013365) | > loader_time: 0.0047 (0.004149722118003696)  --> TIME: 2024-06-11 08:23:50 -- STEP: 229/330 -- GLOBAL_STEP: 218250 | > loss_disc: 2.3291807174682617 (2.3392782617344094) | > loss_disc_real_0: 0.09208163619041443 (0.1124725411747741) | > loss_disc_real_1: 0.23353374004364014 (0.19922356092773677) | > loss_disc_real_2: 0.16660629212856293 (0.21349466758003402) | > loss_disc_real_3: 0.22570085525512695 (0.22748723944982588) | > loss_disc_real_4: 0.22624625265598297 (0.22885067396549158) | > loss_disc_real_5: 0.22440089285373688 (0.21777215177055012) | > loss_0: 2.3291807174682617 (2.3392782617344094) | > grad_norm_0: tensor(7.5781, device='cuda:0') (tensor(19.1482, device='cuda:0')) | > loss_gen: 2.515268325805664 (2.519566498469056) | > loss_kl: 1.9532302618026733 (1.9061753067907807) | > loss_feat: 6.808347225189209 (7.224482969425652) | > loss_mel: 17.552980422973633 (18.129657612096775) | > loss_duration: 2.129163980484009 (2.054197137012233) | > loss_1: 30.9589900970459 (31.834079434257408) | > grad_norm_1: tensor(204.9283, device='cuda:0') (tensor(213.6539, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.4138 (0.3745925030854071) | > loader_time: 0.0054 (0.004288087245158231)  --> TIME: 2024-06-11 08:24:01 -- STEP: 254/330 -- GLOBAL_STEP: 218275 | > loss_disc: 2.3887522220611572 (2.343228551346487) | > loss_disc_real_0: 0.1053137332201004 (0.11411362519766402) | > loss_disc_real_1: 0.2161128968000412 (0.19994561532585645) | > loss_disc_real_2: 0.23550330102443695 (0.21414533650546563) | > loss_disc_real_3: 0.21639294922351837 (0.22750231993245326) | > loss_disc_real_4: 0.25636574625968933 (0.22886873054222798) | > loss_disc_real_5: 0.22254957258701324 (0.21791245236875506) | > loss_0: 2.3887522220611572 (2.343228551346487) | > grad_norm_0: tensor(17.9514, device='cuda:0') (tensor(19.3309, device='cuda:0')) | > loss_gen: 2.4892735481262207 (2.5148083947774924) | > loss_kl: 1.8867077827453613 (1.9115475951217291) | > loss_feat: 7.021839141845703 (7.202813332475078) | > loss_mel: 17.578859329223633 (18.077836896490844) | > loss_duration: 2.082127332687378 (2.0609481527110742) | > loss_1: 31.058805465698242 (31.767954285689225) | > grad_norm_1: tensor(350.4788, device='cuda:0') (tensor(214.6877, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.4402 (0.3794193887335109) | > loader_time: 0.0063 (0.004443435218390515)  --> TIME: 2024-06-11 08:24:12 -- STEP: 279/330 -- GLOBAL_STEP: 218300 | > loss_disc: 2.3069965839385986 (2.3433926575500057) | > loss_disc_real_0: 0.1715429127216339 (0.1149023618802802) | > loss_disc_real_1: 0.21437948942184448 (0.20000138147116564) | > loss_disc_real_2: 0.2205030471086502 (0.2139612943681765) | > loss_disc_real_3: 0.2236444503068924 (0.2274039456600784) | > loss_disc_real_4: 0.20181651413440704 (0.22830959310668344) | > loss_disc_real_5: 0.21563033759593964 (0.21794239701336002) | > loss_0: 2.3069965839385986 (2.3433926575500057) | > grad_norm_0: tensor(67.8742, device='cuda:0') (tensor(21.3849, device='cuda:0')) | > loss_gen: 2.621319055557251 (2.5111012723710795) | > loss_kl: 1.9176392555236816 (1.9158404821990638) | > loss_feat: 7.846569538116455 (7.19756977703409) | > loss_mel: 17.598752975463867 (18.029985588511238) | > loss_duration: 2.152918815612793 (2.0696252926276166) | > loss_1: 32.13719940185547 (31.72412233113388) | > grad_norm_1: tensor(540.1364, device='cuda:0') (tensor(227.7655, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.4437 (0.3854093047453084) | > loader_time: 0.0068 (0.004609883899757081)  --> TIME: 2024-06-11 08:24:24 -- STEP: 304/330 -- GLOBAL_STEP: 218325 | > loss_disc: 2.4092860221862793 (2.3483615062738727) | > loss_disc_real_0: 0.12086998671293259 (0.11618630346646042) | > loss_disc_real_1: 0.22525687515735626 (0.20046067272165882) | > loss_disc_real_2: 0.20087392628192902 (0.21389005396907268) | > loss_disc_real_3: 0.2196737825870514 (0.22791186725034526) | > loss_disc_real_4: 0.19015651941299438 (0.22825916861429027) | > loss_disc_real_5: 0.1968245655298233 (0.2181582061671897) | > loss_0: 2.4092860221862793 (2.3483615062738727) | > grad_norm_0: tensor(16.1557, device='cuda:0') (tensor(23.8659, device='cuda:0')) | > loss_gen: 2.522928237915039 (2.508822412867295) | > loss_kl: 1.9440122842788696 (1.9192184998016608) | > loss_feat: 8.096181869506836 (7.202562244314897) | > loss_mel: 17.14402961730957 (17.982579604575484) | > loss_duration: 2.223179817199707 (2.079946431282321) | > loss_1: 31.93033218383789 (31.693129100297625) | > grad_norm_1: tensor(525.2711, device='cuda:0') (tensor(244.7759, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.4732 (0.39261552534605343) | > loader_time: 0.0079 (0.004818909262356003)  --> TIME: 2024-06-11 08:24:52 -- STEP: 329/330 -- GLOBAL_STEP: 218350 | > loss_disc: 2.532909631729126 (2.3560733961841627) | > loss_disc_real_0: 0.14953452348709106 (0.11867411243290524) | > loss_disc_real_1: 0.12667159736156464 (0.20113522751896576) | > loss_disc_real_2: 0.20530498027801514 (0.21431674443660897) | > loss_disc_real_3: 0.26080745458602905 (0.2280105144963076) | > loss_disc_real_4: 0.1837664544582367 (0.22886272359039284) | > loss_disc_real_5: 0.24152998626232147 (0.21892211357510924) | > loss_0: 2.532909631729126 (2.3560733961841627) | > grad_norm_0: tensor(11.1255, device='cuda:0') (tensor(24.1416, device='cuda:0')) | > loss_gen: 2.4571640491485596 (2.5044804894815473) | > loss_kl: 2.2370777130126953 (1.93115352859613) | > loss_feat: 10.782553672790527 (7.282125217936321) | > loss_mel: 17.83618927001953 (17.940958507155194) | > loss_duration: 2.2815661430358887 (2.0936992614102587) | > loss_1: 35.59455108642578 (31.752416946967685) | > grad_norm_1: tensor(167.0685, device='cuda:0') (tensor(248.6569, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 13.468 (0.4459899732769441) | > loader_time: 0.0355 (0.005295833918098982)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5834898948669434 (2.5834898948669434) | > loss_disc_real_0: 0.0629086047410965 (0.0629086047410965) | > loss_disc_real_1: 0.21898023784160614 (0.21898023784160614) | > loss_disc_real_2: 0.1631588488817215 (0.1631588488817215) | > loss_disc_real_3: 0.204567551612854 (0.204567551612854) | > loss_disc_real_4: 0.28145819902420044 (0.28145819902420044) | > loss_disc_real_5: 0.2729122042655945 (0.2729122042655945) | > loss_0: 2.5834898948669434 (2.5834898948669434) | > loss_gen: 1.9377855062484741 (1.9377855062484741) | > loss_kl: 1.5392212867736816 (1.5392212867736816) | > loss_feat: 5.1543354988098145 (5.1543354988098145) | > loss_mel: 13.99022388458252 (13.99022388458252) | > loss_duration: 2.9367010593414307 (2.9367010593414307) | > loss_1: 25.55826759338379 (25.55826759338379)  --> STEP: 1 | > loss_disc: 2.3275809288024902 (2.3275809288024902) | > loss_disc_real_0: 0.08919313549995422 (0.08919313549995422) | > loss_disc_real_1: 0.24976061284542084 (0.24976061284542084) | > loss_disc_real_2: 0.1879214197397232 (0.1879214197397232) | > loss_disc_real_3: 0.24685147404670715 (0.24685147404670715) | > loss_disc_real_4: 0.25358209013938904 (0.25358209013938904) | > loss_disc_real_5: 0.2685762941837311 (0.2685762941837311) | > loss_0: 2.3275809288024902 (2.3275809288024902) | > loss_gen: 2.6899828910827637 (2.6899828910827637) | > loss_kl: 3.457705497741699 (3.457705497741699) | > loss_feat: 5.707676410675049 (5.707676410675049) | > loss_mel: 17.97679901123047 (17.97679901123047) | > loss_duration: 2.37553334236145 (2.37553334236145) | > loss_1: 32.207698822021484 (32.207698822021484)  --> STEP: 2 | > loss_disc: 2.21714186668396 (2.272361397743225) | > loss_disc_real_0: 0.05947430431842804 (0.07433371990919113) | > loss_disc_real_1: 0.2538517415523529 (0.25180617719888687) | > loss_disc_real_2: 0.22391602396965027 (0.20591872185468674) | > loss_disc_real_3: 0.3117172420024872 (0.27928435802459717) | > loss_disc_real_4: 0.2518645226955414 (0.2527233064174652) | > loss_disc_real_5: 0.22040702402591705 (0.24449165910482407) | > loss_0: 2.21714186668396 (2.272361397743225) | > loss_gen: 2.6226511001586914 (2.6563169956207275) | > loss_kl: 2.6968517303466797 (3.0772786140441895) | > loss_feat: 6.520527362823486 (6.114101886749268) | > loss_mel: 20.76543617248535 (19.37111759185791) | > loss_duration: 2.4084720611572266 (2.3920027017593384) | > loss_1: 35.013938903808594 (33.61081886291504)  --> STEP: 3 | > loss_disc: 2.2358741760253906 (2.260198990503947) | > loss_disc_real_0: 0.07907986640930176 (0.07591576874256134) | > loss_disc_real_1: 0.24204707145690918 (0.24855314195156097) | > loss_disc_real_2: 0.16685496270656586 (0.1928974688053131) | > loss_disc_real_3: 0.2043474018573761 (0.2543053726355235) | > loss_disc_real_4: 0.23924273252487183 (0.24822978178660074) | > loss_disc_real_5: 0.19593307375907898 (0.2283054639895757) | > loss_0: 2.2358741760253906 (2.260198990503947) | > loss_gen: 2.409414291381836 (2.5740160942077637) | > loss_kl: 2.229606866836548 (2.7947213649749756) | > loss_feat: 7.264898300170898 (6.4977006912231445) | > loss_mel: 18.638391494750977 (19.126875559488933) | > loss_duration: 2.3084487915039062 (2.364151398340861) | > loss_1: 32.85076141357422 (33.35746637980143)  --> STEP: 4 | > loss_disc: 2.1521666049957275 (2.233190894126892) | > loss_disc_real_0: 0.11102093756198883 (0.08469206094741821) | > loss_disc_real_1: 0.15685509145259857 (0.22562862932682037) | > loss_disc_real_2: 0.14957602322101593 (0.18206710740923882) | > loss_disc_real_3: 0.19493815302848816 (0.23946356773376465) | > loss_disc_real_4: 0.21924449503421783 (0.24098346009850502) | > loss_disc_real_5: 0.21764294803142548 (0.22563983500003815) | > loss_0: 2.1521666049957275 (2.233190894126892) | > loss_gen: 2.3941538333892822 (2.5290505290031433) | > loss_kl: 3.5197908878326416 (2.975988745689392) | > loss_feat: 9.387063980102539 (7.220041513442993) | > loss_mel: 19.448829650878906 (19.207364082336426) | > loss_duration: 2.30715012550354 (2.3499010801315308) | > loss_1: 37.05698776245117 (34.28234672546387)  --> STEP: 5 | > loss_disc: 2.473757743835449 (2.2813042640686034) | > loss_disc_real_0: 0.1912239044904709 (0.10599842965602875) | > loss_disc_real_1: 0.22648774087429047 (0.2258004516363144) | > loss_disc_real_2: 0.19678367674350739 (0.18501042127609252) | > loss_disc_real_3: 0.24466654658317566 (0.24050416350364684) | > loss_disc_real_4: 0.29742008447647095 (0.2522707849740982) | > loss_disc_real_5: 0.24043020606040955 (0.22859790921211243) | > loss_0: 2.473757743835449 (2.2813042640686034) | > loss_gen: 2.4179491996765137 (2.506830263137817) | > loss_kl: 2.7150516510009766 (2.923801326751709) | > loss_feat: 5.03232479095459 (6.782498168945312) | > loss_mel: 19.098297119140625 (19.185550689697266) | > loss_duration: 2.4257466793060303 (2.3650701999664308) | > loss_1: 31.689369201660156 (33.76375122070313)  --> STEP: 6 | > loss_disc: 2.35239315032959 (2.293152411778768) | > loss_disc_real_0: 0.13966001570224762 (0.11160869399706523) | > loss_disc_real_1: 0.283404678106308 (0.23540115604797998) | > loss_disc_real_2: 0.23884934186935425 (0.19398357470830283) | > loss_disc_real_3: 0.2617770731449127 (0.24404964844385782) | > loss_disc_real_4: 0.23659054934978485 (0.249657412370046) | > loss_disc_real_5: 0.24197247624397278 (0.23082700371742249) | > loss_0: 2.35239315032959 (2.293152411778768) | > loss_gen: 2.561657428741455 (2.515968124071757) | > loss_kl: 2.5473334789276123 (2.861056685447693) | > loss_feat: 5.389725208282471 (6.550369342168172) | > loss_mel: 19.321382522583008 (19.208189328511555) | > loss_duration: 2.223323106765747 (2.3414456844329834) | > loss_1: 32.04342269897461 (33.47702980041504)  --> STEP: 7 | > loss_disc: 2.103874683380127 (2.266112736293248) | > loss_disc_real_0: 0.04633866995573044 (0.10228440484830312) | > loss_disc_real_1: 0.255161851644516 (0.23822411256177084) | > loss_disc_real_2: 0.19365790486335754 (0.19393705044473922) | > loss_disc_real_3: 0.2517334520816803 (0.24514733467783248) | > loss_disc_real_4: 0.19729182124137878 (0.24217661363737925) | > loss_disc_real_5: 0.23876312375068665 (0.23196073515074594) | > loss_0: 2.103874683380127 (2.266112736293248) | > loss_gen: 2.740940809249878 (2.548107079097203) | > loss_kl: 3.565744638442993 (2.96172639301845) | > loss_feat: 8.514237403869629 (6.830921922411237) | > loss_mel: 20.896846771240234 (19.449426106044225) | > loss_duration: 2.557999849319458 (2.3723819937024797) | > loss_1: 38.2757682800293 (34.162563868931365)  --> STEP: 8 | > loss_disc: 2.380842447280884 (2.2804539501667023) | > loss_disc_real_0: 0.12129493057727814 (0.10466072056442499) | > loss_disc_real_1: 0.2047799527645111 (0.23404359258711338) | > loss_disc_real_2: 0.16663073003292084 (0.1905237603932619) | > loss_disc_real_3: 0.21316368877887726 (0.24114937894046307) | > loss_disc_real_4: 0.21248790621757507 (0.23846552520990372) | > loss_disc_real_5: 0.17267708480358124 (0.22455027885735035) | > loss_0: 2.380842447280884 (2.2804539501667023) | > loss_gen: 2.1743648052215576 (2.501389294862747) | > loss_kl: 3.2630226612091064 (2.999388426542282) | > loss_feat: 10.380328178405762 (7.274597704410553) | > loss_mel: 18.624544143676758 (19.34631586074829) | > loss_duration: 2.2578954696655273 (2.3580711781978607) | > loss_1: 36.700157165527344 (34.47976303100586)  --> STEP: 9 | > loss_disc: 2.244772434234619 (2.27648933728536) | > loss_disc_real_0: 0.11249764263629913 (0.10553148968352212) | > loss_disc_real_1: 0.1858525276184082 (0.2286890298128128) | > loss_disc_real_2: 0.17077705264091492 (0.18832968175411224) | > loss_disc_real_3: 0.19451719522476196 (0.23596802519427407) | > loss_disc_real_4: 0.1842278391122818 (0.23243911564350128) | > loss_disc_real_5: 0.24187622964382172 (0.22647538450029162) | > loss_0: 2.244772434234619 (2.27648933728536) | > loss_gen: 2.4174537658691406 (2.492063124974569) | > loss_kl: 2.459379196166992 (2.939387400945028) | > loss_feat: 10.955767631530762 (7.683616585201687) | > loss_mel: 18.715307235717773 (19.276203791300457) | > loss_duration: 2.0961878299713135 (2.328973028394911) | > loss_1: 36.64409637451172 (34.72024451361762)  --> STEP: 10 | > loss_disc: 2.398392915725708 (2.2886796951293946) | > loss_disc_real_0: 0.1543988585472107 (0.11041822656989098) | > loss_disc_real_1: 0.23549813032150269 (0.2293699398636818) | > loss_disc_real_2: 0.2533944249153137 (0.19483615607023239) | > loss_disc_real_3: 0.2681178152561188 (0.23918300420045852) | > loss_disc_real_4: 0.2723706364631653 (0.2364322677254677) | > loss_disc_real_5: 0.31595227122306824 (0.23542307317256927) | > loss_0: 2.398392915725708 (2.2886796951293946) | > loss_gen: 2.7507729530334473 (2.5179341077804565) | > loss_kl: 2.7552688121795654 (2.9209755420684815) | > loss_feat: 5.777567386627197 (7.4930116653442385) | > loss_mel: 17.705469131469727 (19.119130325317382) | > loss_duration: 2.285459041595459 (2.324621629714966) | > loss_1: 31.2745361328125 (34.37567367553711)  --> STEP: 11 | > loss_disc: 2.7917609214782715 (2.3344143520702016) | > loss_disc_real_0: 0.1460983157157898 (0.11366187103769997) | > loss_disc_real_1: 0.2347175031900406 (0.22985608198425986) | > loss_disc_real_2: 0.20439036190509796 (0.19570472023703836) | > loss_disc_real_3: 0.23150287568569183 (0.2384848106991161) | > loss_disc_real_4: 0.3377137780189514 (0.245639677752148) | > loss_disc_real_5: 0.3708178997039795 (0.24773169376633383) | > loss_0: 2.7917609214782715 (2.3344143520702016) | > loss_gen: 2.2801918983459473 (2.4963211796500464) | > loss_kl: 2.902655601501465 (2.9193100929260254) | > loss_feat: 6.491825103759766 (7.401994705200195) | > loss_mel: 18.73552703857422 (19.084257299249824) | > loss_duration: 2.428567409515381 (2.334071246060458) | > loss_1: 32.838768005371094 (34.23595497824929)  --> STEP: 12 | > loss_disc: 2.150846004486084 (2.319116989771525) | > loss_disc_real_0: 0.08070789277553558 (0.1109157061825196) | > loss_disc_real_1: 0.1798507571220398 (0.22568897157907486) | > loss_disc_real_2: 0.19139137864112854 (0.19534527510404587) | > loss_disc_real_3: 0.18412356078624725 (0.23395470653971037) | > loss_disc_real_4: 0.17372402548789978 (0.23964670673012733) | > loss_disc_real_5: 0.2046641856431961 (0.24414273475607237) | > loss_0: 2.150846004486084 (2.319116989771525) | > loss_gen: 2.3014438152313232 (2.4800813992818194) | > loss_kl: 2.805360794067383 (2.9098143180211387) | > loss_feat: 6.710263729095459 (7.344350457191467) | > loss_mel: 18.24424934387207 (19.014256636301678) | > loss_duration: 2.2392773628234863 (2.3261717557907104) | > loss_1: 32.300594329833984 (34.07467492421468)  --> STEP: 13 | > loss_disc: 2.4798147678375244 (2.3314783573150635) | > loss_disc_real_0: 0.22212544083595276 (0.1194703011558606) | > loss_disc_real_1: 0.3049888014793396 (0.23178895849447984) | > loss_disc_real_2: 0.21988046169281006 (0.19723259714933541) | > loss_disc_real_3: 0.2518882155418396 (0.23533420723218185) | > loss_disc_real_4: 0.24819189310073853 (0.24030402875863588) | > loss_disc_real_5: 0.23625633120536804 (0.2435360883290951) | > loss_0: 2.4798147678375244 (2.3314783573150635) | > loss_gen: 2.437504768371582 (2.476806273827186) | > loss_kl: 3.1436026096343994 (2.92779803276062) | > loss_feat: 5.222396373748779 (7.181123220003569) | > loss_mel: 16.447952270507812 (18.81684860816369) | > loss_duration: 2.211179733276367 (2.3173262155972996) | > loss_1: 29.462636947631836 (33.719902772169846)  --> STEP: 14 | > loss_disc: 2.586904525756836 (2.349723083632333) | > loss_disc_real_0: 0.07575185596942902 (0.1163475550711155) | > loss_disc_real_1: 0.18999281525611877 (0.22880351969173976) | > loss_disc_real_2: 0.23730672895908356 (0.200095035135746) | > loss_disc_real_3: 0.2382594645023346 (0.2355431541800499) | > loss_disc_real_4: 0.27223512530326843 (0.24258482136896678) | > loss_disc_real_5: 0.24373802542686462 (0.24355051240750722) | > loss_0: 2.586904525756836 (2.349723083632333) | > loss_gen: 2.067944288253784 (2.447601846286229) | > loss_kl: 3.5216825008392334 (2.9702183519090926) | > loss_feat: 5.680291175842285 (7.073920931134905) | > loss_mel: 19.911827087402344 (18.895061356680735) | > loss_duration: 2.3613336086273193 (2.3204696008137295) | > loss_1: 33.54307556152344 (33.70727225712368)  --> STEP: 15 | > loss_disc: 2.30660080909729 (2.3468482653299967) | > loss_disc_real_0: 0.12132428586483002 (0.1166793371240298) | > loss_disc_real_1: 0.15805229544639587 (0.22408677140871683) | > loss_disc_real_2: 0.1620183140039444 (0.19755658706029255) | > loss_disc_real_3: 0.2209615856409073 (0.2345710496107737) | > loss_disc_real_4: 0.18567657470703125 (0.23879093825817108) | > loss_disc_real_5: 0.22090545296669006 (0.2420408417781194) | > loss_0: 2.30660080909729 (2.3468482653299967) | > loss_gen: 2.1778934001922607 (2.4296212832132977) | > loss_kl: 3.2400763034820557 (2.9882088820139567) | > loss_feat: 8.837069511413574 (7.19146416982015) | > loss_mel: 19.36957550048828 (18.92669563293457) | > loss_duration: 2.3392457962036133 (2.321721347173055) | > loss_1: 35.96385955810547 (33.85771141052246)  --> STEP: 16 | > loss_disc: 2.499178647994995 (2.356368914246559) | > loss_disc_real_0: 0.17627936601638794 (0.12040433892980218) | > loss_disc_real_1: 0.28646329045295715 (0.22798530384898186) | > loss_disc_real_2: 0.2469669133424759 (0.20064473245292902) | > loss_disc_real_3: 0.2892902195453644 (0.23799099773168564) | > loss_disc_real_4: 0.2465820014476776 (0.23927787970751524) | > loss_disc_real_5: 0.23512642085552216 (0.24160869047045708) | > loss_0: 2.499178647994995 (2.356368914246559) | > loss_gen: 2.435833692550659 (2.4300095587968826) | > loss_kl: 2.777315378189087 (2.9750280380249023) | > loss_feat: 7.128436088562012 (7.187524914741516) | > loss_mel: 18.552017211914062 (18.90327823162079) | > loss_duration: 2.3424432277679443 (2.3230164647102356) | > loss_1: 33.23604202270508 (33.818857073783875)  --> STEP: 17 | > loss_disc: 2.3763890266418457 (2.35754656791687) | > loss_disc_real_0: 0.15294809639453888 (0.12231867760419846) | > loss_disc_real_1: 0.22657880187034607 (0.22790256843847387) | > loss_disc_real_2: 0.1811901181936264 (0.1995003433788524) | > loss_disc_real_3: 0.22402961552143097 (0.23716973995461182) | > loss_disc_real_4: 0.21233192086219788 (0.2376928233048495) | > loss_disc_real_5: 0.24208609759807587 (0.24163677324266994) | > loss_0: 2.3763890266418457 (2.35754656791687) | > loss_gen: 2.333435535430908 (2.424328733893002) | > loss_kl: 2.4425485134124756 (2.943705713047701) | > loss_feat: 4.5964460372924805 (7.03510851018569) | > loss_mel: 18.31477165222168 (18.86866019753849) | > loss_duration: 2.4080283641815186 (2.3280171646791348) | > loss_1: 30.095230102539062 (33.59982019312241)  --> STEP: 18 | > loss_disc: 2.4165542125701904 (2.36082477039761) | > loss_disc_real_0: 0.08872559666633606 (0.12045239532987277) | > loss_disc_real_1: 0.23294539749622345 (0.22818272560834885) | > loss_disc_real_2: 0.20204925537109375 (0.19964194960064358) | > loss_disc_real_3: 0.23691129684448242 (0.2371553820040491) | > loss_disc_real_4: 0.2022494375705719 (0.23572374631961188) | > loss_disc_real_5: 0.2949983775615692 (0.24460130681594214) | > loss_0: 2.4165542125701904 (2.36082477039761) | > loss_gen: 2.230623245239258 (2.4135673178566828) | > loss_kl: 3.064180612564087 (2.9503987630208335) | > loss_feat: 7.9133992195129395 (7.0839024384816485) | > loss_mel: 17.634761810302734 (18.8001102871365) | > loss_duration: 2.2659449577331543 (2.3245687087376914) | > loss_1: 33.108909606933594 (33.572547382778595)  --> STEP: 19 | > loss_disc: 2.4857301712036133 (2.367398738861084) | > loss_disc_real_0: 0.1539105772972107 (0.12221335227552213) | > loss_disc_real_1: 0.299142986536026 (0.23191747618348976) | > loss_disc_real_2: 0.20710869133472443 (0.20003493600770048) | > loss_disc_real_3: 0.268035352230072 (0.2387806435948924) | > loss_disc_real_4: 0.3064732253551483 (0.2394474031109559) | > loss_disc_real_5: 0.26093167066574097 (0.24546079965014206) | > loss_0: 2.4857301712036133 (2.367398738861084) | > loss_gen: 2.628931999206543 (2.4249023010856225) | > loss_kl: 2.6543009281158447 (2.9348146664468864) | > loss_feat: 7.68049955368042 (7.115302286650005) | > loss_mel: 16.63785743713379 (18.686307505557412) | > loss_duration: 2.35037899017334 (2.3259271446027254) | > loss_1: 31.951969146728516 (33.48725379140753)  --> STEP: 20 | > loss_disc: 2.3666799068450928 (2.3673627972602844) | > loss_disc_real_0: 0.10234063863754272 (0.12121971659362316) | > loss_disc_real_1: 0.15295369923114777 (0.22796928733587266) | > loss_disc_real_2: 0.13616763055324554 (0.1968415707349777) | > loss_disc_real_3: 0.2381388247013092 (0.23874855265021325) | > loss_disc_real_4: 0.22298112511634827 (0.23862408921122552) | > loss_disc_real_5: 0.3320883512496948 (0.2497921772301197) | > loss_0: 2.3666799068450928 (2.3673627972602844) | > loss_gen: 2.4287009239196777 (2.4250922322273256) | > loss_kl: 2.141685962677002 (2.8951582312583923) | > loss_feat: 6.6160969734191895 (7.090342020988464) | > loss_mel: 19.326581954956055 (18.718321228027342) | > loss_duration: 2.2692036628723145 (2.323090970516205) | > loss_1: 32.78227233886719 (33.452004718780515)  --> STEP: 21 | > loss_disc: 2.0864546298980713 (2.353986217862084) | > loss_disc_real_0: 0.06346751004457474 (0.11846961151985895) | > loss_disc_real_1: 0.2673436403274536 (0.22984425652594792) | > loss_disc_real_2: 0.1639680564403534 (0.19527616529237657) | > loss_disc_real_3: 0.207512766122818 (0.2372611342441468) | > loss_disc_real_4: 0.1886845976114273 (0.2362460181826637) | > loss_disc_real_5: 0.17943184077739716 (0.2464416850180853) | > loss_0: 2.0864546298980713 (2.353986217862084) | > loss_gen: 2.612334966659546 (2.434008552914574) | > loss_kl: 1.9871774911880493 (2.8519210531598045) | > loss_feat: 7.652166843414307 (7.117095583961124) | > loss_mel: 16.505271911621094 (18.612937927246094) | > loss_duration: 2.1530914306640625 (2.3149957543327693) | > loss_1: 30.91004180908203 (33.33095886593773)  --> STEP: 22 | > loss_disc: 2.3504412174224854 (2.353825081478466) | > loss_disc_real_0: 0.13769392669200897 (0.11934344402768395) | > loss_disc_real_1: 0.33198660612106323 (0.23448709059845319) | > loss_disc_real_2: 0.13224340975284576 (0.1924110400405797) | > loss_disc_real_3: 0.1723940670490265 (0.23431263118982315) | > loss_disc_real_4: 0.21486645936965942 (0.23527422005479987) | > loss_disc_real_5: 0.1606372892856598 (0.24254148521206595) | > loss_0: 2.3504412174224854 (2.353825081478466) | > loss_gen: 2.2509024143218994 (2.425685546614907) | > loss_kl: 2.7798573970794678 (2.84864543242888) | > loss_feat: 6.764140605926514 (7.101052175868642) | > loss_mel: 19.650806427001953 (18.660113768144086) | > loss_duration: 2.1718430519104004 (2.3084888133135704) | > loss_1: 33.617549896240234 (33.34398573095148)  --> STEP: 23 | > loss_disc: 2.4323487281799316 (2.3572391530741816) | > loss_disc_real_0: 0.14679637551307678 (0.12053704974444016) | > loss_disc_real_1: 0.2784980833530426 (0.23640061202256576) | > loss_disc_real_2: 0.18069259822368622 (0.19190154257028) | > loss_disc_real_3: 0.2392527461051941 (0.23452741879483927) | > loss_disc_real_4: 0.2322065234184265 (0.23514084194017493) | > loss_disc_real_5: 0.24961723387241364 (0.24284912645816803) | > loss_0: 2.4323487281799316 (2.3572391530741816) | > loss_gen: 2.301818609237671 (2.420300027598506) | > loss_kl: 2.7929162979125977 (2.846222426580346) | > loss_feat: 5.643360614776611 (7.037674281908118) | > loss_mel: 16.35634422302246 (18.55994987487793) | > loss_duration: 2.268265724182129 (2.3067399833513336) | > loss_1: 29.36270523071289 (33.170886578767195)  --> STEP: 24 | > loss_disc: 2.3690571784973145 (2.3577315708001456) | > loss_disc_real_0: 0.11185340583324432 (0.12017523124814034) | > loss_disc_real_1: 0.2796001136302948 (0.23820059125622114) | > loss_disc_real_2: 0.21117040514945984 (0.19270441184441248) | > loss_disc_real_3: 0.20105019211769104 (0.2331325343499581) | > loss_disc_real_4: 0.2709846794605255 (0.23663433517018953) | > loss_disc_real_5: 0.26300013065338135 (0.24368875163296858) | > loss_0: 2.3690571784973145 (2.3577315708001456) | > loss_gen: 2.583854913711548 (2.4271148145198826) | > loss_kl: 2.562835931777954 (2.8344146559635797) | > loss_feat: 6.88377571105957 (7.031261841456096) | > loss_mel: 16.716663360595703 (18.48314627011617) | > loss_duration: 2.428838014602661 (2.311827401320139) | > loss_1: 31.175968170166016 (33.08776497840881)  --> STEP: 25 | > loss_disc: 2.6488802433013916 (2.3693775177001952) | > loss_disc_real_0: 0.09376244246959686 (0.1191187196969986) | > loss_disc_real_1: 0.28827664256095886 (0.24020363330841066) | > loss_disc_real_2: 0.2231660783290863 (0.19392287850379944) | > loss_disc_real_3: 0.27668941020965576 (0.23487480938434602) | > loss_disc_real_4: 0.2459256649017334 (0.2370059883594513) | > loss_disc_real_5: 0.25751033425331116 (0.2442416149377823) | > loss_0: 2.6488802433013916 (2.3693775177001952) | > loss_gen: 2.019664764404297 (2.410816812515259) | > loss_kl: 2.7898850440979004 (2.8326334714889527) | > loss_feat: 5.039619445800781 (6.951596145629883) | > loss_mel: 14.819565773010254 (18.336603050231933) | > loss_duration: 2.385864496231079 (2.3147888851165765) | > loss_1: 27.05459976196289 (32.84643836975098)  --> STEP: 26 | > loss_disc: 2.7868990898132324 (2.385436039704543) | > loss_disc_real_0: 0.0666588842868805 (0.11710103371968636) | > loss_disc_real_1: 0.22381334006786346 (0.23957323741454345) | > loss_disc_real_2: 0.16097280383110046 (0.19265556793946487) | > loss_disc_real_3: 0.23234818875789642 (0.2347776316679441) | > loss_disc_real_4: 0.1670139878988266 (0.23431398834173495) | > loss_disc_real_5: 0.17395131289958954 (0.2415381417824672) | > loss_0: 2.7868990898132324 (2.385436039704543) | > loss_gen: 1.431950330734253 (2.373168101677528) | > loss_kl: 2.1370978355407715 (2.8058821008755612) | > loss_feat: 6.751882553100586 (6.943914853609526) | > loss_mel: 14.513045310974121 (18.189543137183556) | > loss_duration: 2.3175816535949707 (2.3148962992888227) | > loss_1: 27.15155792236328 (32.62740450638991) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023973171527569112 (-0.00020249990316537677) | > avg_loss_disc: 2.385436039704543 (-0.03422733453603888) | > avg_loss_disc_real_0: 0.11710103371968636 (-0.030549386086372227) | > avg_loss_disc_real_1: 0.23957323741454345 (-0.013190718797536971) | > avg_loss_disc_real_2: 0.19265556793946487 (-0.048251765278669506) | > avg_loss_disc_real_3: 0.2347776316679441 (-0.017679099853222274) | > avg_loss_disc_real_4: 0.23431398834173495 (-0.05514595657587057) | > avg_loss_disc_real_5: 0.2415381417824672 (+0.03679878665850714) | > avg_loss_0: 2.385436039704543 (-0.03422733453603888) | > avg_loss_gen: 2.373168101677528 (-0.2386183922107401) | > avg_loss_kl: 2.8058821008755612 (+0.2451210297071018) | > avg_loss_feat: 6.943914853609526 (-0.3084077651684094) | > avg_loss_mel: 18.189543137183556 (-0.2502055901747511) | > avg_loss_duration: 2.3148962992888227 (-0.010370630484360266) | > avg_loss_1: 32.62740450638991 (-0.5624811465923614)  > EPOCH: 395/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:24:58)   --> TIME: 2024-06-11 08:25:07 -- STEP: 24/330 -- GLOBAL_STEP: 218375 | > loss_disc: 2.364382743835449 (2.3189427852630615) | > loss_disc_real_0: 0.09983602166175842 (0.10389530689766009) | > loss_disc_real_1: 0.17892372608184814 (0.19692938091854253) | > loss_disc_real_2: 0.2333921194076538 (0.21425861989458403) | > loss_disc_real_3: 0.26110416650772095 (0.22343254275619984) | > loss_disc_real_4: 0.24255983531475067 (0.23123183225591978) | > loss_disc_real_5: 0.26896652579307556 (0.21490868118902048) | > loss_0: 2.364382743835449 (2.3189427852630615) | > grad_norm_0: tensor(5.3249, device='cuda:0') (tensor(8.5722, device='cuda:0')) | > loss_gen: 2.5544114112854004 (2.517336318890254) | > loss_kl: 1.8343863487243652 (1.809637223680814) | > loss_feat: 7.795289993286133 (7.166947940985362) | > loss_mel: 18.241106033325195 (18.30943814913432) | > loss_duration: 1.9877396821975708 (2.09451583524545) | > loss_1: 32.412933349609375 (31.89787530899048) | > grad_norm_1: tensor(98.5712, device='cuda:0') (tensor(101.7973, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.361 (0.35502875844637555) | > loader_time: 0.0031 (0.0030320187409718833)  --> TIME: 2024-06-11 08:25:17 -- STEP: 49/330 -- GLOBAL_STEP: 218400 | > loss_disc: 2.3423874378204346 (2.3423120099671033) | > loss_disc_real_0: 0.12555310130119324 (0.10898497943975488) | > loss_disc_real_1: 0.24342051148414612 (0.19941208253101428) | > loss_disc_real_2: 0.224554181098938 (0.21446624398231506) | > loss_disc_real_3: 0.21222688257694244 (0.22719918343485618) | > loss_disc_real_4: 0.22346192598342896 (0.22897004138450233) | > loss_disc_real_5: 0.2059440016746521 (0.21628941838838617) | > loss_0: 2.3423874378204346 (2.3423120099671033) | > grad_norm_0: tensor(14.3283, device='cuda:0') (tensor(9.1812, device='cuda:0')) | > loss_gen: 2.426999568939209 (2.4913453715188165) | > loss_kl: 1.7844847440719604 (1.8283817768096924) | > loss_feat: 7.257288455963135 (7.132072837985292) | > loss_mel: 17.503644943237305 (18.246215937088948) | > loss_duration: 1.9446499347686768 (2.049058595482184) | > loss_1: 30.917068481445312 (31.747074477526606) | > grad_norm_1: tensor(246.8093, device='cuda:0') (tensor(106.2211, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.3784 (0.3608516381711376) | > loader_time: 0.0033 (0.003244852533145827)  --> TIME: 2024-06-11 08:25:26 -- STEP: 74/330 -- GLOBAL_STEP: 218425 | > loss_disc: 2.32442307472229 (2.3375932429287887) | > loss_disc_real_0: 0.09559936821460724 (0.10825070154827994) | > loss_disc_real_1: 0.1599087119102478 (0.19859615189803614) | > loss_disc_real_2: 0.2303130328655243 (0.21459471756542053) | > loss_disc_real_3: 0.22549223899841309 (0.22619992736223582) | > loss_disc_real_4: 0.21821679174900055 (0.23007342883863965) | > loss_disc_real_5: 0.20583678781986237 (0.2176460867395272) | > loss_0: 2.32442307472229 (2.3375932429287887) | > grad_norm_0: tensor(30.0860, device='cuda:0') (tensor(13.0846, device='cuda:0')) | > loss_gen: 2.4808712005615234 (2.5080789295402734) | > loss_kl: 1.9401803016662598 (1.8694104648925163) | > loss_feat: 7.836434841156006 (7.155872003452198) | > loss_mel: 18.751388549804688 (18.210717072358005) | > loss_duration: 1.9418717622756958 (2.030046873801463) | > loss_1: 32.950748443603516 (31.774125202282054) | > grad_norm_1: tensor(393.1858, device='cuda:0') (tensor(169.3929, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.3709 (0.3621361287864479) | > loader_time: 0.0034 (0.003327488899230957)  --> TIME: 2024-06-11 08:25:36 -- STEP: 99/330 -- GLOBAL_STEP: 218450 | > loss_disc: 2.321286201477051 (2.3360937027016067) | > loss_disc_real_0: 0.12560948729515076 (0.10747089319758946) | > loss_disc_real_1: 0.20080749690532684 (0.19918784438961684) | > loss_disc_real_2: 0.24106842279434204 (0.21354225157487272) | > loss_disc_real_3: 0.22433598339557648 (0.22739078450684597) | > loss_disc_real_4: 0.21338266134262085 (0.23010751364207027) | > loss_disc_real_5: 0.24042390286922455 (0.21824675316762443) | > loss_0: 2.321286201477051 (2.3360937027016067) | > grad_norm_0: tensor(7.8811, device='cuda:0') (tensor(16.2571, device='cuda:0')) | > loss_gen: 2.6825037002563477 (2.5214181114928897) | > loss_kl: 2.0154306888580322 (1.8731081305128154) | > loss_feat: 7.545874118804932 (7.17144938189574) | > loss_mel: 18.411489486694336 (18.164909613252895) | > loss_duration: 2.039478302001953 (2.0287443543925425) | > loss_1: 32.69477462768555 (31.759629394068863) | > grad_norm_1: tensor(256.8578, device='cuda:0') (tensor(200.8250, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.3558 (0.36787789999836623) | > loader_time: 0.0042 (0.0034339981849747475)  --> TIME: 2024-06-11 08:25:45 -- STEP: 124/330 -- GLOBAL_STEP: 218475 | > loss_disc: 2.263125419616699 (2.340822187162215) | > loss_disc_real_0: 0.07182633876800537 (0.1088132800594453) | > loss_disc_real_1: 0.21361298859119415 (0.19884277075048415) | > loss_disc_real_2: 0.1826556771993637 (0.21488599046584098) | > loss_disc_real_3: 0.21657352149486542 (0.2276551379792152) | > loss_disc_real_4: 0.18160195648670197 (0.22939019770391525) | > loss_disc_real_5: 0.1912757158279419 (0.2181421014810762) | > loss_0: 2.263125419616699 (2.340822187162215) | > grad_norm_0: tensor(14.3862, device='cuda:0') (tensor(17.1334, device='cuda:0')) | > loss_gen: 2.3991031646728516 (2.513051869407777) | > loss_kl: 1.946641445159912 (1.878994628306358) | > loss_feat: 6.838103771209717 (7.14781492371713) | > loss_mel: 18.097000122070312 (18.16060043150379) | > loss_duration: 2.0401644706726074 (2.030670779366647) | > loss_1: 31.321012496948242 (31.731132538087905) | > grad_norm_1: tensor(278.9003, device='cuda:0') (tensor(215.1573, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.3606 (0.36870936232228435) | > loader_time: 0.004 (0.0035561419302417388)  --> TIME: 2024-06-11 08:25:55 -- STEP: 149/330 -- GLOBAL_STEP: 218500 | > loss_disc: 2.253618001937866 (2.3398599048588897) | > loss_disc_real_0: 0.10847742110490799 (0.11086263117574208) | > loss_disc_real_1: 0.21589380502700806 (0.19824084429532893) | > loss_disc_real_2: 0.20040932297706604 (0.21450374280446327) | > loss_disc_real_3: 0.22671209275722504 (0.2274802550173446) | > loss_disc_real_4: 0.2034376710653305 (0.22827596492415306) | > loss_disc_real_5: 0.19513408839702606 (0.21783843966538474) | > loss_0: 2.253618001937866 (2.3398599048588897) | > grad_norm_0: tensor(41.9931, device='cuda:0') (tensor(19.2833, device='cuda:0')) | > loss_gen: 2.446503162384033 (2.5179908835647895) | > loss_kl: 1.7705793380737305 (1.8875022238532968) | > loss_feat: 7.747523307800293 (7.175024519030679) | > loss_mel: 19.174434661865234 (18.143416948766518) | > loss_duration: 2.0593347549438477 (2.0329245584923146) | > loss_1: 33.1983757019043 (31.756859030499555) | > grad_norm_1: tensor(306.3560, device='cuda:0') (tensor(229.6833, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.378 (0.3696158492325136) | > loader_time: 0.0039 (0.00363574572057532) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_218500.pth  --> TIME: 2024-06-11 08:26:09 -- STEP: 174/330 -- GLOBAL_STEP: 218525 | > loss_disc: 2.4153647422790527 (2.342781358751757) | > loss_disc_real_0: 0.11138458549976349 (0.11168381871505717) | > loss_disc_real_1: 0.22818182408809662 (0.1984375778628492) | > loss_disc_real_2: 0.22242622077465057 (0.21471106620698138) | > loss_disc_real_3: 0.2533681094646454 (0.22799458346147647) | > loss_disc_real_4: 0.2527589797973633 (0.22760146787796898) | > loss_disc_real_5: 0.26178911328315735 (0.2181955268499495) | > loss_0: 2.4153647422790527 (2.342781358751757) | > grad_norm_0: tensor(37.7435, device='cuda:0') (tensor(20.8970, device='cuda:0')) | > loss_gen: 2.5007832050323486 (2.516713493171781) | > loss_kl: 1.938938021659851 (1.8960750644234405) | > loss_feat: 6.836082935333252 (7.179116471060391) | > loss_mel: 18.198692321777344 (18.14748037272487) | > loss_duration: 2.1349871158599854 (2.0379635732749413) | > loss_1: 31.60948371887207 (31.777348847224793) | > grad_norm_1: tensor(383.1747, device='cuda:0') (tensor(246.7475, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.3795 (0.3718255360921224) | > loader_time: 0.0044 (0.0037489252528925053)  --> TIME: 2024-06-11 08:26:19 -- STEP: 199/330 -- GLOBAL_STEP: 218550 | > loss_disc: 2.327270746231079 (2.3412744411871067) | > loss_disc_real_0: 0.1246592104434967 (0.11324890575666526) | > loss_disc_real_1: 0.1935470551252365 (0.19900485004611954) | > loss_disc_real_2: 0.2323439121246338 (0.21402635773522172) | > loss_disc_real_3: 0.2157851904630661 (0.2274007360689604) | > loss_disc_real_4: 0.21662990748882294 (0.22722423982680143) | > loss_disc_real_5: 0.23974573612213135 (0.21855968626300296) | > loss_0: 2.327270746231079 (2.3412744411871067) | > grad_norm_0: tensor(28.7602, device='cuda:0') (tensor(22.8296, device='cuda:0')) | > loss_gen: 2.355891227722168 (2.5190782259457096) | > loss_kl: 1.7382595539093018 (1.8973764858054156) | > loss_feat: 6.947356700897217 (7.179237274668324) | > loss_mel: 17.743003845214844 (18.12870683142888) | > loss_duration: 2.1746997833251953 (2.0453601081167636) | > loss_1: 30.959211349487305 (31.769758809151963) | > grad_norm_1: tensor(181.5960, device='cuda:0') (tensor(262.9131, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.386 (0.37389526654727495) | > loader_time: 0.0045 (0.0038603382493982365)  --> TIME: 2024-06-11 08:26:29 -- STEP: 224/330 -- GLOBAL_STEP: 218575 | > loss_disc: 2.38273549079895 (2.341052063873836) | > loss_disc_real_0: 0.21643194556236267 (0.11315301095601173) | > loss_disc_real_1: 0.1898106336593628 (0.19962539883064376) | > loss_disc_real_2: 0.17868255078792572 (0.21347919319357192) | > loss_disc_real_3: 0.23806722462177277 (0.22716462638761317) | > loss_disc_real_4: 0.20949271321296692 (0.22746015533006617) | > loss_disc_real_5: 0.22738684713840485 (0.2188311420114977) | > loss_0: 2.38273549079895 (2.341052063873836) | > grad_norm_0: tensor(96.1375, device='cuda:0') (tensor(24.3260, device='cuda:0')) | > loss_gen: 2.6259758472442627 (2.525212278323516) | > loss_kl: 1.8354570865631104 (1.8977826642138618) | > loss_feat: 8.239253997802734 (7.206978699990681) | > loss_mel: 18.604965209960938 (18.100256732531953) | > loss_duration: 2.1595489978790283 (2.0522783914847036) | > loss_1: 33.46520233154297 (31.78250870534352) | > grad_norm_1: tensor(528.3770, device='cuda:0') (tensor(271.6480, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.3971 (0.3769648511494909) | > loader_time: 0.0052 (0.003999523818492888)  --> TIME: 2024-06-11 08:26:40 -- STEP: 249/330 -- GLOBAL_STEP: 218600 | > loss_disc: 2.363612174987793 (2.3463880584900636) | > loss_disc_real_0: 0.09534856677055359 (0.11472933549418987) | > loss_disc_real_1: 0.2045886218547821 (0.19963455266023739) | > loss_disc_real_2: 0.2170860469341278 (0.2140277428440301) | > loss_disc_real_3: 0.21798141300678253 (0.22761689306023608) | > loss_disc_real_4: 0.2023860067129135 (0.22756208347747603) | > loss_disc_real_5: 0.20544399321079254 (0.2194544981761151) | > loss_0: 2.363612174987793 (2.3463880584900636) | > grad_norm_0: tensor(19.5421, device='cuda:0') (tensor(27.1162, device='cuda:0')) | > loss_gen: 2.472543716430664 (2.5224499338601984) | > loss_kl: 1.8651139736175537 (1.8989009129474441) | > loss_feat: 5.853404521942139 (7.187226513782179) | > loss_mel: 17.061792373657227 (18.07343037923177) | > loss_duration: 2.1226303577423096 (2.0600637819872323) | > loss_1: 29.375486373901367 (31.74207145047475) | > grad_norm_1: tensor(315.4769, device='cuda:0') (tensor(282.1682, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.4121 (0.3810482044296571) | > loader_time: 0.0056 (0.004150298704583957)  --> TIME: 2024-06-11 08:26:51 -- STEP: 274/330 -- GLOBAL_STEP: 218625 | > loss_disc: 2.406816244125366 (2.34790316550401) | > loss_disc_real_0: 0.13233822584152222 (0.11516699419241319) | > loss_disc_real_1: 0.16863375902175903 (0.19974101231481037) | > loss_disc_real_2: 0.23313967883586884 (0.21403591476217673) | > loss_disc_real_3: 0.2660052180290222 (0.22814345082444867) | > loss_disc_real_4: 0.2524459660053253 (0.22809923793712672) | > loss_disc_real_5: 0.244340717792511 (0.21979546427291674) | > loss_0: 2.406816244125366 (2.34790316550401) | > grad_norm_0: tensor(28.7287, device='cuda:0') (tensor(28.1976, device='cuda:0')) | > loss_gen: 2.4958786964416504 (2.5211108879451345) | > loss_kl: 2.109325885772705 (1.9068011393512252) | > loss_feat: 7.309824466705322 (7.193555389877654) | > loss_mel: 17.682823181152344 (18.036878919949498) | > loss_duration: 2.15425443649292 (2.068007411312883) | > loss_1: 31.752107620239258 (31.726353680130337) | > grad_norm_1: tensor(463.6414, device='cuda:0') (tensor(295.4593, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.4466 (0.3853908168138378) | > loader_time: 0.0058 (0.004318277331164281)  --> TIME: 2024-06-11 08:27:03 -- STEP: 299/330 -- GLOBAL_STEP: 218650 | > loss_disc: 2.5064010620117188 (2.3508083620996385) | > loss_disc_real_0: 0.21132907271385193 (0.1162392917559498) | > loss_disc_real_1: 0.2204258143901825 (0.2012019509754851) | > loss_disc_real_2: 0.2708468437194824 (0.21419801809715985) | > loss_disc_real_3: 0.25752222537994385 (0.22784777598636205) | > loss_disc_real_4: 0.2271280437707901 (0.22745671195529377) | > loss_disc_real_5: 0.21167252957820892 (0.21981470132352526) | > loss_0: 2.5064010620117188 (2.3508083620996385) | > grad_norm_0: tensor(42.9680, device='cuda:0') (tensor(29.8877, device='cuda:0')) | > loss_gen: 2.4804012775421143 (2.518208906403354) | > loss_kl: 2.0143980979919434 (1.9132235608372004) | > loss_feat: 7.35869026184082 (7.199272127055803) | > loss_mel: 17.220176696777344 (18.000810977208577) | > loss_duration: 2.2314090728759766 (2.0787988111725615) | > loss_1: 31.305076599121094 (31.710314313703556) | > grad_norm_1: tensor(528.4370, device='cuda:0') (tensor(305.0049, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.4707 (0.3912172644433369) | > loader_time: 0.0065 (0.004510421816720609)  --> TIME: 2024-06-11 08:27:16 -- STEP: 324/330 -- GLOBAL_STEP: 218675 | > loss_disc: 2.367877960205078 (2.358150326911315) | > loss_disc_real_0: 0.12740206718444824 (0.11790904003758859) | > loss_disc_real_1: 0.22124053537845612 (0.20153396424871903) | > loss_disc_real_2: 0.1962631642818451 (0.21413395388258827) | > loss_disc_real_3: 0.2023438960313797 (0.227822988535519) | > loss_disc_real_4: 0.22322627902030945 (0.22798444946974883) | > loss_disc_real_5: 0.21206015348434448 (0.22017438544167423) | > loss_0: 2.367877960205078 (2.358150326911315) | > grad_norm_0: tensor(15.3746, device='cuda:0') (tensor(31.2675, device='cuda:0')) | > loss_gen: 2.541959047317505 (2.509148482923156) | > loss_kl: 1.9780558347702026 (1.9192079647823617) | > loss_feat: 9.523476600646973 (7.23335478482423) | > loss_mel: 17.64948081970215 (17.961355730339346) | > loss_duration: 2.2785024642944336 (2.092812106565192) | > loss_1: 33.971473693847656 (31.71587899290485) | > grad_norm_1: tensor(116.2373, device='cuda:0') (tensor(311.7554, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.6052 (0.402482909184915) | > loader_time: 0.0094 (0.004798833970670345)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.573268413543701 (2.573268413543701) | > loss_disc_real_0: 0.2037978321313858 (0.2037978321313858) | > loss_disc_real_1: 0.18004339933395386 (0.18004339933395386) | > loss_disc_real_2: 0.321655809879303 (0.321655809879303) | > loss_disc_real_3: 0.326532781124115 (0.326532781124115) | > loss_disc_real_4: 0.26729780435562134 (0.26729780435562134) | > loss_disc_real_5: 0.27464503049850464 (0.27464503049850464) | > loss_0: 2.573268413543701 (2.573268413543701) | > loss_gen: 2.54758882522583 (2.54758882522583) | > loss_kl: 2.2574925422668457 (2.2574925422668457) | > loss_feat: 4.692963123321533 (4.692963123321533) | > loss_mel: 13.04806137084961 (13.04806137084961) | > loss_duration: 2.9388792514801025 (2.9388792514801025) | > loss_1: 25.484983444213867 (25.484983444213867)  --> STEP: 1 | > loss_disc: 2.280430555343628 (2.280430555343628) | > loss_disc_real_0: 0.08847985416650772 (0.08847985416650772) | > loss_disc_real_1: 0.13878265023231506 (0.13878265023231506) | > loss_disc_real_2: 0.16369611024856567 (0.16369611024856567) | > loss_disc_real_3: 0.26225247979164124 (0.26225247979164124) | > loss_disc_real_4: 0.24977348744869232 (0.24977348744869232) | > loss_disc_real_5: 0.23000584542751312 (0.23000584542751312) | > loss_0: 2.280430555343628 (2.280430555343628) | > loss_gen: 2.3828463554382324 (2.3828463554382324) | > loss_kl: 2.283417224884033 (2.283417224884033) | > loss_feat: 7.054842472076416 (7.054842472076416) | > loss_mel: 20.860563278198242 (20.860563278198242) | > loss_duration: 2.3621931076049805 (2.3621931076049805) | > loss_1: 34.94386291503906 (34.94386291503906)  --> STEP: 2 | > loss_disc: 2.262138843536377 (2.2712846994400024) | > loss_disc_real_0: 0.11582177132368088 (0.1021508127450943) | > loss_disc_real_1: 0.2436879575252533 (0.19123530387878418) | > loss_disc_real_2: 0.242845356464386 (0.20327073335647583) | > loss_disc_real_3: 0.22437939047813416 (0.2433159351348877) | > loss_disc_real_4: 0.28735116124153137 (0.26856232434511185) | > loss_disc_real_5: 0.2710067927837372 (0.25050631910562515) | > loss_0: 2.262138843536377 (2.2712846994400024) | > loss_gen: 2.8999576568603516 (2.641402006149292) | > loss_kl: 2.483588457107544 (2.3835028409957886) | > loss_feat: 6.385155200958252 (6.719998836517334) | > loss_mel: 18.567516326904297 (19.71403980255127) | > loss_duration: 2.502596378326416 (2.4323947429656982) | > loss_1: 32.83881378173828 (33.89133834838867)  --> STEP: 3 | > loss_disc: 2.2488760948181152 (2.26381516456604) | > loss_disc_real_0: 0.09108911454677582 (0.09846358001232147) | > loss_disc_real_1: 0.17282634973526 (0.18509898583094278) | > loss_disc_real_2: 0.1683925986289978 (0.1916446884473165) | > loss_disc_real_3: 0.2017064243555069 (0.22944609820842743) | > loss_disc_real_4: 0.2133314311504364 (0.25015202661355335) | > loss_disc_real_5: 0.22696788609027863 (0.2426601747671763) | > loss_0: 2.2488760948181152 (2.26381516456604) | > loss_gen: 2.3240914344787598 (2.5356318155924478) | > loss_kl: 2.988646984100342 (2.585217555363973) | > loss_feat: 7.150838851928711 (6.863612174987793) | > loss_mel: 18.92702293395996 (19.451700846354168) | > loss_duration: 2.284520149230957 (2.3831032117207847) | > loss_1: 33.67512130737305 (33.81926600138346)  --> STEP: 4 | > loss_disc: 2.381648063659668 (2.293273389339447) | > loss_disc_real_0: 0.13248929381370544 (0.10697000846266747) | > loss_disc_real_1: 0.18991467356681824 (0.18630290776491165) | > loss_disc_real_2: 0.1649189442396164 (0.18496325239539146) | > loss_disc_real_3: 0.24514153599739075 (0.23336995765566826) | > loss_disc_real_4: 0.24443821609020233 (0.2487235739827156) | > loss_disc_real_5: 0.24175141751766205 (0.24243298545479774) | > loss_0: 2.381648063659668 (2.293273389339447) | > loss_gen: 2.379863739013672 (2.496689796447754) | > loss_kl: 2.986067533493042 (2.6854300498962402) | > loss_feat: 6.278927803039551 (6.717441082000732) | > loss_mel: 18.471467971801758 (19.206642627716064) | > loss_duration: 2.312458038330078 (2.365441918373108) | > loss_1: 32.42878723144531 (33.471646308898926)  --> STEP: 5 | > loss_disc: 2.3661108016967773 (2.307840871810913) | > loss_disc_real_0: 0.07716481387615204 (0.10100896954536438) | > loss_disc_real_1: 0.14220163226127625 (0.17748265266418456) | > loss_disc_real_2: 0.16979430615901947 (0.18192946314811706) | > loss_disc_real_3: 0.23046262562274933 (0.23278849124908446) | > loss_disc_real_4: 0.27029404044151306 (0.2530376672744751) | > loss_disc_real_5: 0.27211758494377136 (0.24836990535259246) | > loss_0: 2.3661108016967773 (2.307840871810913) | > loss_gen: 2.307774305343628 (2.4589066982269285) | > loss_kl: 2.030900716781616 (2.5545241832733154) | > loss_feat: 6.519526481628418 (6.677858161926269) | > loss_mel: 19.800140380859375 (19.325342178344727) | > loss_duration: 2.424013614654541 (2.3771562576293945) | > loss_1: 33.08235549926758 (33.39378814697265)  --> STEP: 6 | > loss_disc: 2.205338478088379 (2.290757139523824) | > loss_disc_real_0: 0.14510178565979004 (0.10835777223110199) | > loss_disc_real_1: 0.1760910302400589 (0.17725071559349695) | > loss_disc_real_2: 0.20261657238006592 (0.1853773146867752) | > loss_disc_real_3: 0.22431030869483948 (0.23137546082337698) | > loss_disc_real_4: 0.27157267928123474 (0.25612683594226837) | > loss_disc_real_5: 0.25718382000923157 (0.24983889112869898) | > loss_0: 2.205338478088379 (2.290757139523824) | > loss_gen: 2.667139768600464 (2.493612209955851) | > loss_kl: 1.9394652843475342 (2.452014366785685) | > loss_feat: 5.71759033203125 (6.517813523610433) | > loss_mel: 19.52489471435547 (19.358600934346516) | > loss_duration: 2.1388068199157715 (2.3374313513437905) | > loss_1: 31.987895965576172 (33.15947278340658)  --> STEP: 7 | > loss_disc: 2.174191474914551 (2.2741049017224992) | > loss_disc_real_0: 0.13254103064537048 (0.11181252343314034) | > loss_disc_real_1: 0.19747386872768402 (0.1801397374698094) | > loss_disc_real_2: 0.16063468158245087 (0.18184265281472886) | > loss_disc_real_3: 0.21068890392780304 (0.22842023840972356) | > loss_disc_real_4: 0.23056714236736298 (0.2524754511458533) | > loss_disc_real_5: 0.1349542886018753 (0.23342680505343846) | > loss_0: 2.174191474914551 (2.2741049017224992) | > loss_gen: 2.398777723312378 (2.480064426149641) | > loss_kl: 3.746562957763672 (2.6369498797825406) | > loss_feat: 6.112885475158691 (6.459966659545898) | > loss_mel: 18.766067504882812 (19.27395330156599) | > loss_duration: 2.562485933303833 (2.369582005909511) | > loss_1: 33.58677673339844 (33.220516204833984)  --> STEP: 8 | > loss_disc: 2.234308958053589 (2.2691304087638855) | > loss_disc_real_0: 0.11180216073989868 (0.11181122809648514) | > loss_disc_real_1: 0.1696484237909317 (0.17882832325994968) | > loss_disc_real_2: 0.1775951385498047 (0.18131171353161335) | > loss_disc_real_3: 0.2072531282901764 (0.22577434964478016) | > loss_disc_real_4: 0.16443680226802826 (0.24147062003612516) | > loss_disc_real_5: 0.1857900768518448 (0.22747221402823925) | > loss_0: 2.234308958053589 (2.2691304087638855) | > loss_gen: 2.2768173217773438 (2.4546585381031036) | > loss_kl: 3.4784224033355713 (2.7421339452266693) | > loss_feat: 9.63216781616211 (6.856491804122925) | > loss_mel: 18.77217674255371 (19.211231231689453) | > loss_duration: 2.2353358268737793 (2.3528012335300446) | > loss_1: 36.394920349121094 (33.61731672286987)  --> STEP: 9 | > loss_disc: 2.5484938621520996 (2.300170792473687) | > loss_disc_real_0: 0.2606815695762634 (0.12835237714979383) | > loss_disc_real_1: 0.2481410950422287 (0.1865297423468696) | > loss_disc_real_2: 0.2626539170742035 (0.1903497361474567) | > loss_disc_real_3: 0.26587969064712524 (0.23023049864504072) | > loss_disc_real_4: 0.24352258443832397 (0.24169861608081394) | > loss_disc_real_5: 0.2553599178791046 (0.2305708477894465) | > loss_0: 2.5484938621520996 (2.300170792473687) | > loss_gen: 2.4653091430664062 (2.4558419386545816) | > loss_kl: 2.309061288833618 (2.6940147611829968) | > loss_feat: 8.440067291259766 (7.0324446360270185) | > loss_mel: 18.71862030029297 (19.15649668375651) | > loss_duration: 2.122140884399414 (2.3271723058488636) | > loss_1: 34.055198669433594 (33.66597027248807)  --> STEP: 10 | > loss_disc: 2.6420788764953613 (2.3343616008758543) | > loss_disc_real_0: 0.24645079672336578 (0.14016221910715104) | > loss_disc_real_1: 0.257936954498291 (0.19367046356201173) | > loss_disc_real_2: 0.2492830902338028 (0.1962430715560913) | > loss_disc_real_3: 0.25104019045829773 (0.2323114678263664) | > loss_disc_real_4: 0.25324004888534546 (0.2428527593612671) | > loss_disc_real_5: 0.21003560721874237 (0.2285173237323761) | > loss_0: 2.6420788764953613 (2.3343616008758543) | > loss_gen: 2.4310874938964844 (2.453366494178772) | > loss_kl: 2.499591112136841 (2.674572396278381) | > loss_feat: 6.825563430786133 (7.011756515502929) | > loss_mel: 15.662047386169434 (18.807051753997804) | > loss_duration: 2.344943046569824 (2.3289493799209593) | > loss_1: 29.763233184814453 (33.2756965637207)  --> STEP: 11 | > loss_disc: 2.672178030014038 (2.365072185342962) | > loss_disc_real_0: 0.1435762345790863 (0.14047258415005423) | > loss_disc_real_1: 0.3015586733818054 (0.20347848263653842) | > loss_disc_real_2: 0.20361840724945068 (0.196913556619124) | > loss_disc_real_3: 0.2787837088108063 (0.23653621700677005) | > loss_disc_real_4: 0.2726818323135376 (0.24556449326601895) | > loss_disc_real_5: 0.2750856280326843 (0.23275080594149503) | > loss_0: 2.672178030014038 (2.365072185342962) | > loss_gen: 2.220886707305908 (2.432231968099421) | > loss_kl: 3.2540786266326904 (2.727254780856046) | > loss_feat: 5.276088714599609 (6.853968533602628) | > loss_mel: 16.92704200744629 (18.636141777038574) | > loss_duration: 2.4349961280822754 (2.33858999339017) | > loss_1: 30.11309242248535 (32.98818709633567)  --> STEP: 12 | > loss_disc: 2.394033908843994 (2.3674856623013816) | > loss_disc_real_0: 0.14743831753730774 (0.14105306193232536) | > loss_disc_real_1: 0.20499292016029358 (0.203604685763518) | > loss_disc_real_2: 0.1900896579027176 (0.1963448983927568) | > loss_disc_real_3: 0.24076034128665924 (0.2368882273634275) | > loss_disc_real_4: 0.2711232602596283 (0.2476943905154864) | > loss_disc_real_5: 0.2666953206062317 (0.23557951549688974) | > loss_0: 2.394033908843994 (2.3674856623013816) | > loss_gen: 2.3898797035217285 (2.4287026127179465) | > loss_kl: 2.855164051055908 (2.737913886706034) | > loss_feat: 5.986711025238037 (6.781697074572246) | > loss_mel: 18.543874740600586 (18.628452857335407) | > loss_duration: 2.2220840454101562 (2.3288811643918357) | > loss_1: 31.997713088989258 (32.90564759572347)  --> STEP: 13 | > loss_disc: 2.348496198654175 (2.3660249343285193) | > loss_disc_real_0: 0.0986941009759903 (0.1377946803202996) | > loss_disc_real_1: 0.18779632449150085 (0.20238865797336286) | > loss_disc_real_2: 0.15873262286186218 (0.1934516464288418) | > loss_disc_real_3: 0.1734853833913803 (0.23201108551942384) | > loss_disc_real_4: 0.21481694281101227 (0.2451653560766807) | > loss_disc_real_5: 0.23232293128967285 (0.23532900901941153) | > loss_0: 2.348496198654175 (2.3660249343285193) | > loss_gen: 2.129058599472046 (2.4056530732374926) | > loss_kl: 2.7433249950408936 (2.738330125808716) | > loss_feat: 6.647603988647461 (6.771382221808801) | > loss_mel: 17.652111053466797 (18.553349641653206) | > loss_duration: 2.181277275085449 (2.317527019060575) | > loss_1: 31.353378295898438 (32.7862422649677)  --> STEP: 14 | > loss_disc: 2.3689217567443848 (2.366231850215367) | > loss_disc_real_0: 0.1319291889667511 (0.13737571665218898) | > loss_disc_real_1: 0.1951521337032318 (0.2018717633826392) | > loss_disc_real_2: 0.2176656424999237 (0.19518121757677623) | > loss_disc_real_3: 0.21581178903579712 (0.23085399291345052) | > loss_disc_real_4: 0.2307465821504593 (0.24413544365337916) | > loss_disc_real_5: 0.2964526414871216 (0.2396949827671051) | > loss_0: 2.3689217567443848 (2.366231850215367) | > loss_gen: 2.6024422645568848 (2.4197094440460205) | > loss_kl: 3.6478793621063232 (2.803297928401402) | > loss_feat: 6.879630088806152 (6.779114212308611) | > loss_mel: 19.839412689208984 (18.64521128790719) | > loss_duration: 2.3986783027648926 (2.323323539325169) | > loss_1: 35.3680419921875 (32.97065653119768)  --> STEP: 15 | > loss_disc: 2.281423330307007 (2.360577948888143) | > loss_disc_real_0: 0.18012265861034393 (0.14022551278273265) | > loss_disc_real_1: 0.2018812596797943 (0.2018723964691162) | > loss_disc_real_2: 0.2155897319316864 (0.1965417852004369) | > loss_disc_real_3: 0.19857661426067352 (0.22870216766993204) | > loss_disc_real_4: 0.23357807099819183 (0.24343161880970002) | > loss_disc_real_5: 0.17049051821231842 (0.235081351796786) | > loss_0: 2.281423330307007 (2.360577948888143) | > loss_gen: 2.3814878463745117 (2.4171613375345866) | > loss_kl: 2.713519334793091 (2.797312688827515) | > loss_feat: 7.23557710647583 (6.809545071919759) | > loss_mel: 17.439117431640625 (18.564805030822754) | > loss_duration: 2.3300857543945312 (2.3237743536631266) | > loss_1: 32.099788665771484 (32.91259867350261)  --> STEP: 16 | > loss_disc: 2.3751730918884277 (2.3614901453256607) | > loss_disc_real_0: 0.22568219900131226 (0.14556655567139387) | > loss_disc_real_1: 0.26351144909858704 (0.20572483725845814) | > loss_disc_real_2: 0.20461556315422058 (0.1970463963225484) | > loss_disc_real_3: 0.22368508577346802 (0.22838860005140305) | > loss_disc_real_4: 0.18871577084064484 (0.24001187831163406) | > loss_disc_real_5: 0.16022196412086487 (0.23040264006704092) | > loss_0: 2.3751730918884277 (2.3614901453256607) | > loss_gen: 2.4434897899627686 (2.418806865811348) | > loss_kl: 2.818207263946533 (2.7986185997724533) | > loss_feat: 6.225786209106445 (6.773060142993927) | > loss_mel: 16.707626342773438 (18.44873136281967) | > loss_duration: 2.355656623840332 (2.325766995549202) | > loss_1: 30.550765991210938 (32.764984130859375)  --> STEP: 17 | > loss_disc: 2.57857084274292 (2.3742595981149113) | > loss_disc_real_0: 0.22945517301559448 (0.15050118022105274) | > loss_disc_real_1: 0.18448784947395325 (0.20447560268289902) | > loss_disc_real_2: 0.2702479064464569 (0.20135236750630772) | > loss_disc_real_3: 0.2992391884326935 (0.2325562817208907) | > loss_disc_real_4: 0.2774354815483093 (0.24221326673732085) | > loss_disc_real_5: 0.3231140673160553 (0.23585625343463001) | > loss_0: 2.57857084274292 (2.3742595981149113) | > loss_gen: 2.6194539070129395 (2.4306096329408535) | > loss_kl: 2.393281936645508 (2.774775266647339) | > loss_feat: 5.626798152923584 (6.705632967107436) | > loss_mel: 17.181398391723633 (18.374182364519903) | > loss_duration: 2.433884620666504 (2.3321268558502197) | > loss_1: 30.254817962646484 (32.61732729743509)  --> STEP: 18 | > loss_disc: 2.2388176918029785 (2.3667350477642484) | > loss_disc_real_0: 0.053306519985198975 (0.14510147687461641) | > loss_disc_real_1: 0.16960006952285767 (0.20253807306289673) | > loss_disc_real_2: 0.13023047149181366 (0.19740115106105804) | > loss_disc_real_3: 0.14321747422218323 (0.22759301463762918) | > loss_disc_real_4: 0.17299115657806396 (0.23836759395069546) | > loss_disc_real_5: 0.1507442742586136 (0.23112781014707354) | > loss_0: 2.2388176918029785 (2.3667350477642484) | > loss_gen: 2.0057108402252197 (2.4070041444566517) | > loss_kl: 2.4925687313079834 (2.7590971257951526) | > loss_feat: 9.465120315551758 (6.858937819798787) | > loss_mel: 20.0981388092041 (18.469957722557915) | > loss_duration: 2.26621675491333 (2.3284651835759482) | > loss_1: 36.327754974365234 (32.82346216837565)  --> STEP: 19 | > loss_disc: 2.2693822383880615 (2.3616112156918176) | > loss_disc_real_0: 0.1507795751094818 (0.14540032415013565) | > loss_disc_real_1: 0.2032245248556137 (0.20257420210461868) | > loss_disc_real_2: 0.18320603668689728 (0.19665403977820747) | > loss_disc_real_3: 0.19381652772426605 (0.22581530480008377) | > loss_disc_real_4: 0.25886210799217224 (0.2394462525844574) | > loss_disc_real_5: 0.17434975504875183 (0.2281394914576882) | > loss_0: 2.2693822383880615 (2.3616112156918176) | > loss_gen: 2.4654324054718018 (2.410079316089028) | > loss_kl: 2.3319685459136963 (2.7366166742224443) | > loss_feat: 7.423912525177002 (6.888673330608167) | > loss_mel: 18.48809051513672 (18.470912080062064) | > loss_duration: 2.323298931121826 (2.328193275552047) | > loss_1: 33.0327033996582 (32.834474864758946)  --> STEP: 20 | > loss_disc: 2.402489185333252 (2.3636551141738895) | > loss_disc_real_0: 0.15439584851264954 (0.14585010036826135) | > loss_disc_real_1: 0.16358189284801483 (0.20062458664178848) | > loss_disc_real_2: 0.2416847199201584 (0.19890557378530502) | > loss_disc_real_3: 0.23931670188903809 (0.22649037465453148) | > loss_disc_real_4: 0.32692381739616394 (0.24382013082504272) | > loss_disc_real_5: 0.2827402353286743 (0.2308695286512375) | > loss_0: 2.402489185333252 (2.3636551141738895) | > loss_gen: 2.5194995403289795 (2.4155503273010255) | > loss_kl: 1.9909453392028809 (2.699333107471466) | > loss_feat: 6.017395973205566 (6.845109462738037) | > loss_mel: 19.349048614501953 (18.514818906784058) | > loss_duration: 2.334496021270752 (2.3285084128379827) | > loss_1: 32.21138381958008 (32.8033203125)  --> STEP: 21 | > loss_disc: 2.515080690383911 (2.370865855898176) | > loss_disc_real_0: 0.14739775657653809 (0.1459237982829412) | > loss_disc_real_1: 0.21532349288463593 (0.20132453455811455) | > loss_disc_real_2: 0.24759216606616974 (0.20122398294153668) | > loss_disc_real_3: 0.2609786093235016 (0.22813267154353006) | > loss_disc_real_4: 0.26010769605636597 (0.24459572916939146) | > loss_disc_real_5: 0.25888746976852417 (0.23220371632348924) | > loss_0: 2.515080690383911 (2.370865855898176) | > loss_gen: 2.214390754699707 (2.405971300034296) | > loss_kl: 1.7196104526519775 (2.652679647718157) | > loss_feat: 4.234461307525635 (6.720792883918399) | > loss_mel: 15.186567306518555 (18.356330735342844) | > loss_duration: 2.1666605472564697 (2.3208013716198157) | > loss_1: 25.521690368652344 (32.45657602945963)  --> STEP: 22 | > loss_disc: 2.273449659347534 (2.366437846964056) | > loss_disc_real_0: 0.06964472681283951 (0.14245656776157292) | > loss_disc_real_1: 0.16944845020771027 (0.19987562163309616) | > loss_disc_real_2: 0.1929510533809662 (0.20084794068878348) | > loss_disc_real_3: 0.22123192250728607 (0.2278190011327917) | > loss_disc_real_4: 0.22888679802417755 (0.243881686844609) | > loss_disc_real_5: 0.2718501389026642 (0.23400582644072446) | > loss_0: 2.273449659347534 (2.366437846964056) | > loss_gen: 2.4583325386047363 (2.4083513563329526) | > loss_kl: 1.7462036609649658 (2.61147619377483) | > loss_feat: 7.099551200866699 (6.738009171052412) | > loss_mel: 18.84053611755371 (18.37834007089788) | > loss_duration: 2.202084541320801 (2.3154051520607695) | > loss_1: 32.34670639038086 (32.451581954956055)  --> STEP: 23 | > loss_disc: 2.624782085418701 (2.3776702051577363) | > loss_disc_real_0: 0.18948717415332794 (0.1445013767351275) | > loss_disc_real_1: 0.2451588213443756 (0.2018444564031518) | > loss_disc_real_2: 0.260697603225708 (0.20345009992951932) | > loss_disc_real_3: 0.26756852865219116 (0.2295472414597221) | > loss_disc_real_4: 0.2712552845478058 (0.24507184326648712) | > loss_disc_real_5: 0.2627437114715576 (0.2352552997029346) | > loss_0: 2.624782085418701 (2.3776702051577363) | > loss_gen: 2.3132176399230957 (2.4042151077933935) | > loss_kl: 2.784938335418701 (2.619018026020216) | > loss_feat: 5.733633995056152 (6.694340685139531) | > loss_mel: 16.691247940063477 (18.304988239122473) | > loss_duration: 2.253946304321289 (2.3127330282460092) | > loss_1: 29.7769832611084 (32.33529505522355)  --> STEP: 24 | > loss_disc: 2.2337868213653564 (2.371675064166387) | > loss_disc_real_0: 0.15944170951843262 (0.14512389060109857) | > loss_disc_real_1: 0.17022350430488586 (0.20052691673239073) | > loss_disc_real_2: 0.20507921278476715 (0.2035179796318213) | > loss_disc_real_3: 0.18491847813129425 (0.22768770965437093) | > loss_disc_real_4: 0.21178172528743744 (0.24368475501736006) | > loss_disc_real_5: 0.19649384915828705 (0.23364023926357427) | > loss_0: 2.2337868213653564 (2.371675064166387) | > loss_gen: 2.466808795928955 (2.4068231781323752) | > loss_kl: 2.712477445602417 (2.6229121685028076) | > loss_feat: 6.800991535186768 (6.6987844705581665) | > loss_mel: 18.079513549804688 (18.295593460400898) | > loss_duration: 2.3988356590270996 (2.316320637861888) | > loss_1: 32.45862579345703 (32.340433835983276)  --> STEP: 25 | > loss_disc: 2.8253607749938965 (2.389822492599487) | > loss_disc_real_0: 0.20615489780902863 (0.14756513088941578) | > loss_disc_real_1: 0.2704631984233856 (0.2033243680000305) | > loss_disc_real_2: 0.21115517616271973 (0.20382346749305724) | > loss_disc_real_3: 0.24168764054775238 (0.2282477068901062) | > loss_disc_real_4: 0.2458367943763733 (0.24377083659172058) | > loss_disc_real_5: 0.26831692457199097 (0.23502730667591096) | > loss_0: 2.8253607749938965 (2.389822492599487) | > loss_gen: 2.0519731044769287 (2.392629175186157) | > loss_kl: 2.793550491333008 (2.6297377014160155) | > loss_feat: 5.018716335296631 (6.631581745147705) | > loss_mel: 15.031976699829102 (18.165048789978027) | > loss_duration: 2.373203992843628 (2.3185959720611575) | > loss_1: 27.269420623779297 (32.137593307495116)  --> STEP: 26 | > loss_disc: 2.143341541290283 (2.3803424560106716) | > loss_disc_real_0: 0.09133808314800262 (0.14540255213013065) | > loss_disc_real_1: 0.14447776973247528 (0.20106103729743224) | > loss_disc_real_2: 0.21237488090991974 (0.20415236800909042) | > loss_disc_real_3: 0.2405690997838974 (0.22872160661679047) | > loss_disc_real_4: 0.1934729516506195 (0.24183630255552438) | > loss_disc_real_5: 0.09905275702476501 (0.22979751630471304) | > loss_0: 2.143341541290283 (2.3803424560106716) | > loss_gen: 2.302659511566162 (2.389168803508465) | > loss_kl: 1.9004169702529907 (2.6016869040635915) | > loss_feat: 13.351649284362793 (6.890045881271362) | > loss_mel: 18.100601196289062 (18.162570036374607) | > loss_duration: 2.291962146759033 (2.3175715941649218) | > loss_1: 37.947288513183594 (32.36104312309852) --> EVAL PERFORMANCE | > avg_loader_time: 0.00247641710134653 (+7.909994858961876e-05) | > avg_loss_disc: 2.3803424560106716 (-0.005093583693871473) | > avg_loss_disc_real_0: 0.14540255213013065 (+0.028301518410444287) | > avg_loss_disc_real_1: 0.20106103729743224 (-0.038512200117111206) | > avg_loss_disc_real_2: 0.20415236800909042 (+0.011496800069625557) | > avg_loss_disc_real_3: 0.22872160661679047 (-0.0060560250511536295) | > avg_loss_disc_real_4: 0.24183630255552438 (+0.007522314213789433) | > avg_loss_disc_real_5: 0.22979751630471304 (-0.011740625477754146) | > avg_loss_0: 2.3803424560106716 (-0.005093583693871473) | > avg_loss_gen: 2.389168803508465 (+0.016000701830936936) | > avg_loss_kl: 2.6016869040635915 (-0.20419519681196974) | > avg_loss_feat: 6.890045881271362 (-0.053868972338163346) | > avg_loss_mel: 18.162570036374607 (-0.026973100808948658) | > avg_loss_duration: 2.3175715941649218 (+0.002675294876099077) | > avg_loss_1: 32.36104312309852 (-0.2663613832913896)  > EPOCH: 396/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:27:40)   --> TIME: 2024-06-11 08:27:48 -- STEP: 19/330 -- GLOBAL_STEP: 218700 | > loss_disc: 2.4244229793548584 (2.3575950923718905) | > loss_disc_real_0: 0.11732344329357147 (0.1053588958947282) | > loss_disc_real_1: 0.1847658008337021 (0.20339288288041166) | > loss_disc_real_2: 0.23409326374530792 (0.20927382299774572) | > loss_disc_real_3: 0.2482880800962448 (0.22968685077993492) | > loss_disc_real_4: 0.22391507029533386 (0.23826273569935247) | > loss_disc_real_5: 0.23831315338611603 (0.2230803895937769) | > loss_0: 2.4244229793548584 (2.3575950923718905) | > grad_norm_0: tensor(7.7452, device='cuda:0') (tensor(8.6145, device='cuda:0')) | > loss_gen: 2.4157652854919434 (2.4854963704159387) | > loss_kl: 2.045206069946289 (1.885330080986023) | > loss_feat: 7.266470909118652 (6.925830991644609) | > loss_mel: 16.590707778930664 (18.140127282393607) | > loss_duration: 2.015056610107422 (2.1140968736849337) | > loss_1: 30.333208084106445 (31.550881335609837) | > grad_norm_1: tensor(90.7402, device='cuda:0') (tensor(105.0123, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3496 (0.3492216938420346) | > loader_time: 0.0031 (0.003078146984702662)  --> TIME: 2024-06-11 08:27:57 -- STEP: 44/330 -- GLOBAL_STEP: 218725 | > loss_disc: 2.365084171295166 (2.345907048745588) | > loss_disc_real_0: 0.11588253080844879 (0.10898579182949933) | > loss_disc_real_1: 0.22415071725845337 (0.20221501758152788) | > loss_disc_real_2: 0.2554203271865845 (0.2132780836387114) | > loss_disc_real_3: 0.221462681889534 (0.2283850505270741) | > loss_disc_real_4: 0.21539553999900818 (0.22948163747787476) | > loss_disc_real_5: 0.2100778967142105 (0.21586739271879196) | > loss_0: 2.365084171295166 (2.345907048745588) | > grad_norm_0: tensor(13.4024, device='cuda:0') (tensor(8.9394, device='cuda:0')) | > loss_gen: 2.5009400844573975 (2.4969748800451095) | > loss_kl: 1.8511955738067627 (1.8893602273680947) | > loss_feat: 7.401607036590576 (7.105816320939497) | > loss_mel: 18.22627067565918 (18.18204259872437) | > loss_duration: 1.9648936986923218 (2.05669761245901) | > loss_1: 31.94490623474121 (31.730891487815164) | > grad_norm_1: tensor(72.9607, device='cuda:0') (tensor(99.3067, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3613 (0.35310420123013586) | > loader_time: 0.0033 (0.003286334601315585)  --> TIME: 2024-06-11 08:28:07 -- STEP: 69/330 -- GLOBAL_STEP: 218750 | > loss_disc: 2.295637845993042 (2.3397500169449956) | > loss_disc_real_0: 0.08010169118642807 (0.10945529933424963) | > loss_disc_real_1: 0.1777203530073166 (0.20100191797035327) | > loss_disc_real_2: 0.21435454487800598 (0.21414591220841891) | > loss_disc_real_3: 0.23249255120754242 (0.22773728357708972) | > loss_disc_real_4: 0.2116328477859497 (0.2273420365392298) | > loss_disc_real_5: 0.21592046320438385 (0.21677171795264535) | > loss_0: 2.295637845993042 (2.3397500169449956) | > grad_norm_0: tensor(25.4338, device='cuda:0') (tensor(9.8863, device='cuda:0')) | > loss_gen: 2.540473699569702 (2.497274882551552) | > loss_kl: 1.7080882787704468 (1.8844247382620107) | > loss_feat: 8.112432479858398 (7.122264219366985) | > loss_mel: 18.423681259155273 (18.13604559414629) | > loss_duration: 1.9645295143127441 (2.0369342669196744) | > loss_1: 32.74920654296875 (31.67694354402846) | > grad_norm_1: tensor(434.8819, device='cuda:0') (tensor(115.9163, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3481 (0.3546652206476184) | > loader_time: 0.0036 (0.003410059472788935)  --> TIME: 2024-06-11 08:28:16 -- STEP: 94/330 -- GLOBAL_STEP: 218775 | > loss_disc: 2.320619821548462 (2.336444035489509) | > loss_disc_real_0: 0.12092243880033493 (0.11082652016998605) | > loss_disc_real_1: 0.24435651302337646 (0.20185244765053403) | > loss_disc_real_2: 0.1993999183177948 (0.21274430558402488) | > loss_disc_real_3: 0.22423464059829712 (0.22645571669365497) | > loss_disc_real_4: 0.24387919902801514 (0.22796943324043395) | > loss_disc_real_5: 0.22489386796951294 (0.21697612915267336) | > loss_0: 2.320619821548462 (2.336444035489509) | > grad_norm_0: tensor(14.2791, device='cuda:0') (tensor(10.8768, device='cuda:0')) | > loss_gen: 2.7318851947784424 (2.501851523176152) | > loss_kl: 1.8728104829788208 (1.8817915802306318) | > loss_feat: 7.228209972381592 (7.134783886848612) | > loss_mel: 18.15110206604004 (18.149292053060332) | > loss_duration: 2.0360195636749268 (2.031528201509029) | > loss_1: 32.02002716064453 (31.69924719790195) | > grad_norm_1: tensor(63.5840, device='cuda:0') (tensor(133.5410, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3543 (0.35748967718570795) | > loader_time: 0.0038 (0.0035161490136004507)  --> TIME: 2024-06-11 08:28:25 -- STEP: 119/330 -- GLOBAL_STEP: 218800 | > loss_disc: 2.342787027359009 (2.3378167953811784) | > loss_disc_real_0: 0.0826711654663086 (0.1110854529220016) | > loss_disc_real_1: 0.19272935390472412 (0.20068940294890844) | > loss_disc_real_2: 0.21471212804317474 (0.21324321903100535) | > loss_disc_real_3: 0.24611268937587738 (0.2278630816135086) | > loss_disc_real_4: 0.250333696603775 (0.22843189236997558) | > loss_disc_real_5: 0.21871007978916168 (0.21692874677040996) | > loss_0: 2.342787027359009 (2.3378167953811784) | > grad_norm_0: tensor(5.7685, device='cuda:0') (tensor(11.4095, device='cuda:0')) | > loss_gen: 2.552522897720337 (2.502603184275266) | > loss_kl: 1.8779336214065552 (1.8865394151511312) | > loss_feat: 7.388277530670166 (7.169050701526033) | > loss_mel: 18.503114700317383 (18.159839566014394) | > loss_duration: 2.0177102088928223 (2.0305159632899183) | > loss_1: 32.33955764770508 (31.748548716056245) | > grad_norm_1: tensor(178.4818, device='cuda:0') (tensor(145.8217, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3826 (0.36088479466798934) | > loader_time: 0.0039 (0.0036132315627667084)  --> TIME: 2024-06-11 08:28:35 -- STEP: 144/330 -- GLOBAL_STEP: 218825 | > loss_disc: 2.3499302864074707 (2.3431620481941446) | > loss_disc_real_0: 0.10846783220767975 (0.11242929212231603) | > loss_disc_real_1: 0.2311849147081375 (0.20090085309412745) | > loss_disc_real_2: 0.19560320675373077 (0.21378483612918195) | > loss_disc_real_3: 0.2320517897605896 (0.22774458003954756) | > loss_disc_real_4: 0.23329173028469086 (0.2284687047617303) | > loss_disc_real_5: 0.22016775608062744 (0.21745307950509918) | > loss_0: 2.3499302864074707 (2.3431620481941446) | > grad_norm_0: tensor(17.5782, device='cuda:0') (tensor(12.3304, device='cuda:0')) | > loss_gen: 2.4966490268707275 (2.499554185403718) | > loss_kl: 1.87956964969635 (1.896034991575612) | > loss_feat: 7.651774883270264 (7.142354379097621) | > loss_mel: 17.594877243041992 (18.15497639444139) | > loss_duration: 2.0125222206115723 (2.034221755133734) | > loss_1: 31.635391235351562 (31.727141618728638) | > grad_norm_1: tensor(105.9381, device='cuda:0') (tensor(157.6705, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3964 (0.3645241575108635) | > loader_time: 0.005 (0.0037679043081071642)  --> TIME: 2024-06-11 08:28:45 -- STEP: 169/330 -- GLOBAL_STEP: 218850 | > loss_disc: 2.286821126937866 (2.342287403591992) | > loss_disc_real_0: 0.10484160482883453 (0.11341110552997279) | > loss_disc_real_1: 0.19281518459320068 (0.20056609165739017) | > loss_disc_real_2: 0.1887042224407196 (0.21373256529576679) | > loss_disc_real_3: 0.23658592998981476 (0.22746053946441447) | > loss_disc_real_4: 0.21938516199588776 (0.22752718398204216) | > loss_disc_real_5: 0.2154066264629364 (0.21740222920680188) | > loss_0: 2.286821126937866 (2.342287403591992) | > grad_norm_0: tensor(15.7762, device='cuda:0') (tensor(14.7646, device='cuda:0')) | > loss_gen: 2.5723676681518555 (2.5054118915422423) | > loss_kl: 1.9701879024505615 (1.898879921647924) | > loss_feat: 8.045897483825684 (7.162372439570681) | > loss_mel: 18.181785583496094 (18.147222857503497) | > loss_duration: 2.09352707862854 (2.0383478353714795) | > loss_1: 32.86376953125 (31.752234814435067) | > grad_norm_1: tensor(295.4314, device='cuda:0') (tensor(181.3661, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3776 (0.36692562752221464) | > loader_time: 0.0044 (0.003906764927700426)  --> TIME: 2024-06-11 08:28:55 -- STEP: 194/330 -- GLOBAL_STEP: 218875 | > loss_disc: 2.388399362564087 (2.3443399458816376) | > loss_disc_real_0: 0.1235479861497879 (0.11366536137983971) | > loss_disc_real_1: 0.17135989665985107 (0.20066168581702037) | > loss_disc_real_2: 0.20365986227989197 (0.21357071868230387) | > loss_disc_real_3: 0.22798417508602142 (0.22820731613439382) | > loss_disc_real_4: 0.22705228626728058 (0.22781314017231932) | > loss_disc_real_5: 0.23906433582305908 (0.21805611245103718) | > loss_0: 2.388399362564087 (2.3443399458816376) | > grad_norm_0: tensor(24.7216, device='cuda:0') (tensor(17.0591, device='cuda:0')) | > loss_gen: 2.393359661102295 (2.5134566211208846) | > loss_kl: 1.9327640533447266 (1.9016352590826369) | > loss_feat: 6.564846992492676 (7.175452067679966) | > loss_mel: 17.511228561401367 (18.114174528220264) | > loss_duration: 2.0577611923217773 (2.0450721856245053) | > loss_1: 30.4599609375 (31.74979053575968) | > grad_norm_1: tensor(151.5179, device='cuda:0') (tensor(202.4530, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3888 (0.3692635199458329) | > loader_time: 0.005 (0.004033977223425793)  --> TIME: 2024-06-11 08:29:05 -- STEP: 219/330 -- GLOBAL_STEP: 218900 | > loss_disc: 2.354875087738037 (2.3422582040638695) | > loss_disc_real_0: 0.1044665277004242 (0.1128402099217454) | > loss_disc_real_1: 0.17021243274211884 (0.2005337862527533) | > loss_disc_real_2: 0.23194371163845062 (0.21345601404366427) | > loss_disc_real_3: 0.24168378114700317 (0.22837876708812366) | > loss_disc_real_4: 0.277628630399704 (0.22751092420865413) | > loss_disc_real_5: 0.2342061698436737 (0.21839112322352247) | > loss_0: 2.354875087738037 (2.3422582040638695) | > grad_norm_0: tensor(9.9204, device='cuda:0') (tensor(19.0149, device='cuda:0')) | > loss_gen: 2.605228900909424 (2.519297034773107) | > loss_kl: 2.0627589225769043 (1.9077041241676296) | > loss_feat: 7.074973106384277 (7.193242271196897) | > loss_mel: 18.250526428222656 (18.075794951556478) | > loss_duration: 2.094414710998535 (2.051552353384287) | > loss_1: 32.0879020690918 (31.747590626755805) | > grad_norm_1: tensor(95.2163, device='cuda:0') (tensor(219.4772, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.3915 (0.37250153441407363) | > loader_time: 0.0052 (0.004175363610324245)  --> TIME: 2024-06-11 08:29:15 -- STEP: 244/330 -- GLOBAL_STEP: 218925 | > loss_disc: 2.400562286376953 (2.3417846238026865) | > loss_disc_real_0: 0.10099155455827713 (0.11305549334673608) | > loss_disc_real_1: 0.22384479641914368 (0.20124573950640484) | > loss_disc_real_2: 0.19590823352336884 (0.21342960708454006) | > loss_disc_real_3: 0.20981980860233307 (0.22837567097339473) | > loss_disc_real_4: 0.24825040996074677 (0.22691604262981258) | > loss_disc_real_5: 0.22788888216018677 (0.21798748376428104) | > loss_0: 2.400562286376953 (2.3417846238026865) | > grad_norm_0: tensor(6.4787, device='cuda:0') (tensor(20.3143, device='cuda:0')) | > loss_gen: 2.476135492324829 (2.5188800604617) | > loss_kl: 1.7695266008377075 (1.906503839570968) | > loss_feat: 6.964491367340088 (7.1883203260234145) | > loss_mel: 17.516498565673828 (18.06397457591822) | > loss_duration: 2.0679421424865723 (2.0595142186665134) | > loss_1: 30.794593811035156 (31.737192880911905) | > grad_norm_1: tensor(409.6313, device='cuda:0') (tensor(235.6226, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.4364 (0.3768231858972643) | > loader_time: 0.0061 (0.004349288393239502)  --> TIME: 2024-06-11 08:29:27 -- STEP: 269/330 -- GLOBAL_STEP: 218950 | > loss_disc: 2.421135425567627 (2.347630855319226) | > loss_disc_real_0: 0.1554950326681137 (0.11600365572813275) | > loss_disc_real_1: 0.16988487541675568 (0.20146600337055087) | > loss_disc_real_2: 0.21834826469421387 (0.2139837695874246) | > loss_disc_real_3: 0.19663101434707642 (0.22815443038054115) | > loss_disc_real_4: 0.23932383954524994 (0.2274654640584187) | > loss_disc_real_5: 0.2088693529367447 (0.2182387459233791) | > loss_0: 2.421135425567627 (2.347630855319226) | > grad_norm_0: tensor(56.0961, device='cuda:0') (tensor(23.4330, device='cuda:0')) | > loss_gen: 2.265214204788208 (2.5178807003347394) | > loss_kl: 1.901879072189331 (1.9103466423027577) | > loss_feat: 7.025881290435791 (7.203830479689247) | > loss_mel: 17.496389389038086 (18.047806870981656) | > loss_duration: 2.162338972091675 (2.0671486792511207) | > loss_1: 30.851701736450195 (31.74701320548926) | > grad_norm_1: tensor(158.6430, device='cuda:0') (tensor(250.2540, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.4407 (0.38345761104144127) | > loader_time: 0.007 (0.004523684101033828)  --> TIME: 2024-06-11 08:29:39 -- STEP: 294/330 -- GLOBAL_STEP: 218975 | > loss_disc: 2.377297878265381 (2.3489154621857384) | > loss_disc_real_0: 0.05800006911158562 (0.11526780195382176) | > loss_disc_real_1: 0.2237478792667389 (0.2021420019216277) | > loss_disc_real_2: 0.17981506884098053 (0.2141863821315117) | > loss_disc_real_3: 0.26981982588768005 (0.22840929198629997) | > loss_disc_real_4: 0.28900203108787537 (0.22728206800157522) | > loss_disc_real_5: 0.2387419492006302 (0.21868975126013465) | > loss_0: 2.377297878265381 (2.3489154621857384) | > grad_norm_0: tensor(50.1988, device='cuda:0') (tensor(24.9018, device='cuda:0')) | > loss_gen: 2.468338966369629 (2.525308935009701) | > loss_kl: 1.9431689977645874 (1.912739664924388) | > loss_feat: 7.344696044921875 (7.224284223958747) | > loss_mel: 17.631818771362305 (17.994142694538137) | > loss_duration: 2.210598945617676 (2.076516383359222) | > loss_1: 31.598621368408203 (31.732991737573325) | > grad_norm_1: tensor(415.8599, device='cuda:0') (tensor(262.8344, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.4748 (0.3898267267512627) | > loader_time: 0.0072 (0.004715699727843406)  --> TIME: 2024-06-11 08:29:52 -- STEP: 319/330 -- GLOBAL_STEP: 219000 | > loss_disc: 2.421051502227783 (2.351696671737026) | > loss_disc_real_0: 0.19125786423683167 (0.11722392619216704) | > loss_disc_real_1: 0.2391422986984253 (0.2023082381599001) | > loss_disc_real_2: 0.2292245477437973 (0.21414050884941913) | > loss_disc_real_3: 0.2442885786294937 (0.22833790254069716) | > loss_disc_real_4: 0.273857444524765 (0.2266765881014468) | > loss_disc_real_5: 0.2435372918844223 (0.21871211774483743) | > loss_0: 2.421051502227783 (2.351696671737026) | > grad_norm_0: tensor(17.8551, device='cuda:0') (tensor(26.8577, device='cuda:0')) | > loss_gen: 2.383192300796509 (2.5222531702824873) | > loss_kl: 2.064230442047119 (1.9152730068069266) | > loss_feat: 6.788198471069336 (7.241588109712988) | > loss_mel: 17.306217193603516 (17.957635706121266) | > loss_duration: 2.2680892944335938 (2.0898917319258943) | > loss_1: 30.809926986694336 (31.72664155033315) | > grad_norm_1: tensor(319.4162, device='cuda:0') (tensor(273.7622, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.5398 (0.3995510014620695) | > loader_time: 0.0078 (0.004964041485681799) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_219000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6324808597564697 (2.6324808597564697) | > loss_disc_real_0: 0.08624150604009628 (0.08624150604009628) | > loss_disc_real_1: 0.3061794340610504 (0.3061794340610504) | > loss_disc_real_2: 0.25002801418304443 (0.25002801418304443) | > loss_disc_real_3: 0.22774295508861542 (0.22774295508861542) | > loss_disc_real_4: 0.34585049748420715 (0.34585049748420715) | > loss_disc_real_5: 0.26502901315689087 (0.26502901315689087) | > loss_0: 2.6324808597564697 (2.6324808597564697) | > loss_gen: 2.248903512954712 (2.248903512954712) | > loss_kl: 1.9513658285140991 (1.9513658285140991) | > loss_feat: 5.226996898651123 (5.226996898651123) | > loss_mel: 15.550705909729004 (15.550705909729004) | > loss_duration: 3.0121498107910156 (3.0121498107910156) | > loss_1: 27.990121841430664 (27.990121841430664)  --> STEP: 1 | > loss_disc: 2.423640012741089 (2.423640012741089) | > loss_disc_real_0: 0.1044740229845047 (0.1044740229845047) | > loss_disc_real_1: 0.2128400057554245 (0.2128400057554245) | > loss_disc_real_2: 0.19116918742656708 (0.19116918742656708) | > loss_disc_real_3: 0.26286032795906067 (0.26286032795906067) | > loss_disc_real_4: 0.3000195026397705 (0.3000195026397705) | > loss_disc_real_5: 0.2169439196586609 (0.2169439196586609) | > loss_0: 2.423640012741089 (2.423640012741089) | > loss_gen: 2.2098464965820312 (2.2098464965820312) | > loss_kl: 2.627896308898926 (2.627896308898926) | > loss_feat: 5.004773139953613 (5.004773139953613) | > loss_mel: 18.01759910583496 (18.01759910583496) | > loss_duration: 2.488856792449951 (2.488856792449951) | > loss_1: 30.34897232055664 (30.34897232055664)  --> STEP: 2 | > loss_disc: 2.5950212478637695 (2.509330630302429) | > loss_disc_real_0: 0.10894814133644104 (0.10671108216047287) | > loss_disc_real_1: 0.22666512429714203 (0.21975256502628326) | > loss_disc_real_2: 0.2727077305316925 (0.2319384589791298) | > loss_disc_real_3: 0.2530183494091034 (0.25793933868408203) | > loss_disc_real_4: 0.2905474603176117 (0.2952834814786911) | > loss_disc_real_5: 0.24295496940612793 (0.2299494445323944) | > loss_0: 2.5950212478637695 (2.509330630302429) | > loss_gen: 2.14210844039917 (2.1759774684906006) | > loss_kl: 2.8705716133117676 (2.7492339611053467) | > loss_feat: 5.124329566955566 (5.06455135345459) | > loss_mel: 20.848665237426758 (19.43313217163086) | > loss_duration: 2.5162363052368164 (2.502546548843384) | > loss_1: 33.50191116333008 (31.92544174194336)  --> STEP: 3 | > loss_disc: 2.104193687438965 (2.3742849826812744) | > loss_disc_real_0: 0.07727649807929993 (0.09689955413341522) | > loss_disc_real_1: 0.1320323497056961 (0.1905124932527542) | > loss_disc_real_2: 0.2028617113828659 (0.22224620978037515) | > loss_disc_real_3: 0.2219141721725464 (0.24593094984690347) | > loss_disc_real_4: 0.24779169261455536 (0.27945288519064587) | > loss_disc_real_5: 0.2363852709531784 (0.23209472000598907) | > loss_0: 2.104193687438965 (2.3742849826812744) | > loss_gen: 2.5655970573425293 (2.3058506647745767) | > loss_kl: 2.7701637744903564 (2.7562105655670166) | > loss_feat: 7.504980564117432 (5.87802775700887) | > loss_mel: 19.053754806518555 (19.306673049926758) | > loss_duration: 2.3030428886413574 (2.4360453287760415) | > loss_1: 34.197540283203125 (32.68280792236328)  --> STEP: 4 | > loss_disc: 2.222646713256836 (2.336375415325165) | > loss_disc_real_0: 0.07308661937713623 (0.09094632044434547) | > loss_disc_real_1: 0.1823001205921173 (0.18845940008759499) | > loss_disc_real_2: 0.21088722348213196 (0.21940646320581436) | > loss_disc_real_3: 0.21677304804325104 (0.23864147439599037) | > loss_disc_real_4: 0.21424059569835663 (0.26314981281757355) | > loss_disc_real_5: 0.21885396540164948 (0.22878453135490417) | > loss_0: 2.222646713256836 (2.336375415325165) | > loss_gen: 2.43532657623291 (2.33821964263916) | > loss_kl: 3.120110034942627 (2.847185432910919) | > loss_feat: 8.133072853088379 (6.441789031028748) | > loss_mel: 16.358510971069336 (18.569632530212402) | > loss_duration: 2.271784782409668 (2.3949801921844482) | > loss_1: 32.31880569458008 (32.59180736541748)  --> STEP: 5 | > loss_disc: 2.5352675914764404 (2.37615385055542) | > loss_disc_real_0: 0.25686976313591003 (0.12413100898265839) | > loss_disc_real_1: 0.2826108932495117 (0.20728969871997832) | > loss_disc_real_2: 0.26710841059684753 (0.22894685268402098) | > loss_disc_real_3: 0.283689022064209 (0.24765098392963408) | > loss_disc_real_4: 0.27138471603393555 (0.26479679346084595) | > loss_disc_real_5: 0.24680913984775543 (0.23238945305347442) | > loss_0: 2.5352675914764404 (2.37615385055542) | > loss_gen: 2.605116844177246 (2.3915990829467773) | > loss_kl: 3.333530902862549 (2.944454526901245) | > loss_feat: 4.553064823150635 (6.064044189453125) | > loss_mel: 17.44852066040039 (18.34541015625) | > loss_duration: 2.3356709480285645 (2.3831183433532717) | > loss_1: 30.27590560913086 (32.12862701416016)  --> STEP: 6 | > loss_disc: 2.5753467082977295 (2.409352660179138) | > loss_disc_real_0: 0.12115468084812164 (0.12363495429356892) | > loss_disc_real_1: 0.24946728348731995 (0.21431929618120193) | > loss_disc_real_2: 0.19614320993423462 (0.22347957889238992) | > loss_disc_real_3: 0.25125277042388916 (0.2482512816786766) | > loss_disc_real_4: 0.2969444692134857 (0.27015473941961926) | > loss_disc_real_5: 0.27379733324050903 (0.2392907664179802) | > loss_0: 2.5753467082977295 (2.409352660179138) | > loss_gen: 2.1530113220214844 (2.351834456125895) | > loss_kl: 2.622959852218628 (2.890872081120809) | > loss_feat: 4.804263114929199 (5.854080677032471) | > loss_mel: 15.824507713317871 (17.925259749094646) | > loss_duration: 2.160332441329956 (2.3459873596827188) | > loss_1: 27.565074920654297 (31.368034998575848)  --> STEP: 7 | > loss_disc: 2.7332282066345215 (2.45562059538705) | > loss_disc_real_0: 0.1429750919342041 (0.12639783109937394) | > loss_disc_real_1: 0.2680295407772064 (0.22199218826634542) | > loss_disc_real_2: 0.24197471141815186 (0.2261217406817845) | > loss_disc_real_3: 0.24033614993095398 (0.24712054857185908) | > loss_disc_real_4: 0.29816100001335144 (0.2741556337901524) | > loss_disc_real_5: 0.28407022356987 (0.24568783172539302) | > loss_0: 2.7332282066345215 (2.45562059538705) | > loss_gen: 2.1199872493743896 (2.318713426589966) | > loss_kl: 4.016724109649658 (3.051708085196359) | > loss_feat: 4.764644622802734 (5.6984469549996515) | > loss_mel: 17.139911651611328 (17.813067163739884) | > loss_duration: 2.5667314529418945 (2.3775222301483154) | > loss_1: 30.60799789428711 (31.25945826939174)  --> STEP: 8 | > loss_disc: 2.1789450645446777 (2.4210361540317535) | > loss_disc_real_0: 0.13359679281711578 (0.12729770131409168) | > loss_disc_real_1: 0.25755634903907776 (0.22643770836293697) | > loss_disc_real_2: 0.13186106085777283 (0.21433915570378304) | > loss_disc_real_3: 0.1902034878730774 (0.24000591598451138) | > loss_disc_real_4: 0.1659058779478073 (0.2606244143098593) | > loss_disc_real_5: 0.1511254757642746 (0.23386753723025322) | > loss_0: 2.1789450645446777 (2.4210361540317535) | > loss_gen: 2.6215767860412598 (2.3565713465213776) | > loss_kl: 3.22536039352417 (3.073414623737335) | > loss_feat: 10.505847930908203 (6.29937207698822) | > loss_mel: 21.280853271484375 (18.246540427207947) | > loss_duration: 2.222985029220581 (2.3582050800323486) | > loss_1: 39.856624603271484 (32.33410406112671)  --> STEP: 9 | > loss_disc: 2.329454183578491 (2.4108603795369468) | > loss_disc_real_0: 0.19942492246627808 (0.13531183699766794) | > loss_disc_real_1: 0.25272348523139954 (0.2293583502372106) | > loss_disc_real_2: 0.2505852282047272 (0.21836649709277683) | > loss_disc_real_3: 0.2199603170156479 (0.23777862721019322) | > loss_disc_real_4: 0.2286437749862671 (0.25707100994057125) | > loss_disc_real_5: 0.20836804807186127 (0.23103426065709856) | > loss_0: 2.329454183578491 (2.4108603795369468) | > loss_gen: 2.6733040809631348 (2.3917638725704617) | > loss_kl: 2.6181018352508545 (3.022824313905504) | > loss_feat: 10.466968536376953 (6.762438350253635) | > loss_mel: 19.465604782104492 (18.381992022196453) | > loss_duration: 2.1551899909973145 (2.335647847917345) | > loss_1: 37.37916946411133 (32.89466688368056)  --> STEP: 10 | > loss_disc: 2.1918976306915283 (2.3889641046524046) | > loss_disc_real_0: 0.07551046460866928 (0.12933169975876807) | > loss_disc_real_1: 0.19833959639072418 (0.22625647485256195) | > loss_disc_real_2: 0.23986636102199554 (0.2205164834856987) | > loss_disc_real_3: 0.24801382422447205 (0.2388021469116211) | > loss_disc_real_4: 0.2475610077381134 (0.25612000972032545) | > loss_disc_real_5: 0.24327771365642548 (0.23225860595703124) | > loss_0: 2.1918976306915283 (2.3889641046524046) | > loss_gen: 2.6708247661590576 (2.4196699619293214) | > loss_kl: 2.4164998531341553 (2.962191867828369) | > loss_feat: 7.72225284576416 (6.858419799804688) | > loss_mel: 20.361520767211914 (18.579944896698) | > loss_duration: 2.3874106407165527 (2.3408241271972656) | > loss_1: 35.558509826660156 (33.161051177978514)  --> STEP: 11 | > loss_disc: 2.5484440326690674 (2.403462279926647) | > loss_disc_real_0: 0.15591922402381897 (0.13174874741922726) | > loss_disc_real_1: 0.35682690143585205 (0.23812651363286105) | > loss_disc_real_2: 0.18860498070716858 (0.2176154377785596) | > loss_disc_real_3: 0.24492137134075165 (0.23935844004154205) | > loss_disc_real_4: 0.22736668586730957 (0.2535060711882331) | > loss_disc_real_5: 0.26377514004707336 (0.23512374541976236) | > loss_0: 2.5484440326690674 (2.403462279926647) | > loss_gen: 2.411911725997925 (2.4189646677537398) | > loss_kl: 3.065469741821289 (2.9715807654640893) | > loss_feat: 6.791755199432373 (6.8523593815890225) | > loss_mel: 16.404563903808594 (18.382182988253508) | > loss_duration: 2.41668438911438 (2.347720514644276) | > loss_1: 31.09038543701172 (32.972808837890625)  --> STEP: 12 | > loss_disc: 2.2399957180023193 (2.389840066432953) | > loss_disc_real_0: 0.06392748653888702 (0.1260969756791989) | > loss_disc_real_1: 0.17122794687747955 (0.23255163306991258) | > loss_disc_real_2: 0.238182932138443 (0.21932939564188322) | > loss_disc_real_3: 0.2075805813074112 (0.23671028514703116) | > loss_disc_real_4: 0.24522754549980164 (0.2528161940475305) | > loss_disc_real_5: 0.1771238148212433 (0.23029041786988577) | > loss_0: 2.2399957180023193 (2.389840066432953) | > loss_gen: 2.3091793060302734 (2.4098158876101174) | > loss_kl: 3.112273931503296 (2.983305195967356) | > loss_feat: 6.997490882873535 (6.864453673362732) | > loss_mel: 18.012357711791992 (18.351364215215046) | > loss_duration: 2.2787275314331055 (2.3419710993766785) | > loss_1: 32.71002960205078 (32.950910568237305)  --> STEP: 13 | > loss_disc: 2.4040274620056152 (2.390931404553927) | > loss_disc_real_0: 0.14992111921310425 (0.12792960210488394) | > loss_disc_real_1: 0.25279244780540466 (0.2341086188187966) | > loss_disc_real_2: 0.25610166788101196 (0.22215803196797004) | > loss_disc_real_3: 0.24520987272262573 (0.23736409957592303) | > loss_disc_real_4: 0.245236337184906 (0.2522331281350209) | > loss_disc_real_5: 0.2861824333667755 (0.2345898036773388) | > loss_0: 2.4040274620056152 (2.390931404553927) | > loss_gen: 2.557363986968994 (2.4211657414069543) | > loss_kl: 2.449023485183716 (2.9422066028301535) | > loss_feat: 7.4520392417907715 (6.909652563241812) | > loss_mel: 18.156551361083984 (18.33637861105112) | > loss_duration: 2.142569065093994 (2.3266324813549337) | > loss_1: 32.757545471191406 (32.936036330003006)  --> STEP: 14 | > loss_disc: 2.364823818206787 (2.3890665769577026) | > loss_disc_real_0: 0.08487355709075928 (0.12485417031816075) | > loss_disc_real_1: 0.17327843606472015 (0.229763605764934) | > loss_disc_real_2: 0.16379784047603607 (0.21798944686140334) | > loss_disc_real_3: 0.24190713465213776 (0.23768860208136694) | > loss_disc_real_4: 0.2397167831659317 (0.25133910349437166) | > loss_disc_real_5: 0.26061955094337463 (0.2364490713391985) | > loss_0: 2.364823818206787 (2.3890665769577026) | > loss_gen: 2.413072347640991 (2.4205876418522427) | > loss_kl: 3.42376446723938 (2.976603593145098) | > loss_feat: 7.0359883308410645 (6.918676546641758) | > loss_mel: 19.495521545410156 (18.41917453493391) | > loss_duration: 2.3466784954071045 (2.328064339501517) | > loss_1: 34.71502685546875 (33.06310708182199)  --> STEP: 15 | > loss_disc: 2.4601192474365234 (2.393803421656291) | > loss_disc_real_0: 0.1708110272884369 (0.12791796078284584) | > loss_disc_real_1: 0.26279574632644653 (0.23196574846903484) | > loss_disc_real_2: 0.19661305844783783 (0.21656435430049897) | > loss_disc_real_3: 0.23702403903007507 (0.2376442978779475) | > loss_disc_real_4: 0.22655567526817322 (0.24968687494595843) | > loss_disc_real_5: 0.22420687973499298 (0.2356329252322515) | > loss_0: 2.4601192474365234 (2.393803421656291) | > loss_gen: 2.5373167991638184 (2.4283695856730145) | > loss_kl: 2.456819534301758 (2.941951322555542) | > loss_feat: 6.654619216918945 (6.901072724660238) | > loss_mel: 17.40831184387207 (18.35178368886312) | > loss_duration: 2.291145086288452 (2.3256030559539793) | > loss_1: 31.34821319580078 (32.94878082275391)  --> STEP: 16 | > loss_disc: 2.4550368785858154 (2.397630512714386) | > loss_disc_real_0: 0.1997680366039276 (0.13240859052166346) | > loss_disc_real_1: 0.27634763717651367 (0.23473961651325226) | > loss_disc_real_2: 0.2689362168312073 (0.21983759570866823) | > loss_disc_real_3: 0.25759902596473694 (0.23889146838337183) | > loss_disc_real_4: 0.25153788924217224 (0.2498025633394718) | > loss_disc_real_5: 0.24824585020542145 (0.2364212330430746) | > loss_0: 2.4550368785858154 (2.397630512714386) | > loss_gen: 2.8070216178894043 (2.4520353376865387) | > loss_kl: 2.3287947177886963 (2.903629034757614) | > loss_feat: 8.948567390441895 (7.029041141271591) | > loss_mel: 17.850414276123047 (18.320448100566864) | > loss_duration: 2.369049072265625 (2.3283184319734573) | > loss_1: 34.30384826660156 (33.033472537994385)  --> STEP: 17 | > loss_disc: 2.5478200912475586 (2.4064651938045727) | > loss_disc_real_0: 0.12262975424528122 (0.13183336485834685) | > loss_disc_real_1: 0.2612832486629486 (0.236301006639705) | > loss_disc_real_2: 0.22773204743862152 (0.22030197522219488) | > loss_disc_real_3: 0.22085429728031158 (0.23783045831848593) | > loss_disc_real_4: 0.2793659567832947 (0.2515415864832261) | > loss_disc_real_5: 0.23956972360610962 (0.23660643837031195) | > loss_0: 2.5478200912475586 (2.4064651938045727) | > loss_gen: 2.2769739627838135 (2.441737609751084) | > loss_kl: 2.1944618225097656 (2.8619133163900936) | > loss_feat: 6.270045757293701 (6.984394353978774) | > loss_mel: 16.376047134399414 (18.20607157314525) | > loss_duration: 2.420789957046509 (2.333757933448343) | > loss_1: 29.538318634033203 (32.82787524952608)  --> STEP: 18 | > loss_disc: 1.92816162109375 (2.379892773098416) | > loss_disc_real_0: 0.09117002785205841 (0.12957429058021971) | > loss_disc_real_1: 0.158565491437912 (0.23198236690627205) | > loss_disc_real_2: 0.20895890891551971 (0.21967180487182406) | > loss_disc_real_3: 0.15056276321411133 (0.23298225303490958) | > loss_disc_real_4: 0.14260512590408325 (0.24548956089549595) | > loss_disc_real_5: 0.1810252070426941 (0.2335185921854443) | > loss_0: 1.92816162109375 (2.379892773098416) | > loss_gen: 2.6825332641601562 (2.455115146107144) | > loss_kl: 2.978208541870117 (2.868374162250095) | > loss_feat: 10.042781829833984 (7.154304769304064) | > loss_mel: 20.726730346679688 (18.346108171674942) | > loss_duration: 2.2474422454833984 (2.32896261745029) | > loss_1: 38.677696228027344 (33.15286530388726)  --> STEP: 19 | > loss_disc: 2.7026939392089844 (2.396882308156867) | > loss_disc_real_0: 0.27979418635368347 (0.13748060088408623) | > loss_disc_real_1: 0.309102863073349 (0.23604134038874977) | > loss_disc_real_2: 0.24092943966388702 (0.22079062775561684) | > loss_disc_real_3: 0.27084654569625854 (0.23497511054340162) | > loss_disc_real_4: 0.24335531890392303 (0.2453772323696237) | > loss_disc_real_5: 0.24210728704929352 (0.23397062875722585) | > loss_0: 2.7026939392089844 (2.396882308156867) | > loss_gen: 2.4181885719299316 (2.45317164220308) | > loss_kl: 1.9733706712722778 (2.8212687153565255) | > loss_feat: 6.070877552032471 (7.097282284184506) | > loss_mel: 18.46779441833496 (18.352512710972835) | > loss_duration: 2.3044471740722656 (2.3276723309567102) | > loss_1: 31.234678268432617 (33.05190809149491)  --> STEP: 20 | > loss_disc: 2.5825417041778564 (2.4061652779579163) | > loss_disc_real_0: 0.20451456308364868 (0.14083229899406435) | > loss_disc_real_1: 0.20940090715885162 (0.23470931872725487) | > loss_disc_real_2: 0.2516666650772095 (0.22233442962169647) | > loss_disc_real_3: 0.2663741111755371 (0.2365450605750084) | > loss_disc_real_4: 0.3077099621295929 (0.24849386885762215) | > loss_disc_real_5: 0.271627277135849 (0.235853461176157) | > loss_0: 2.5825417041778564 (2.4061652779579163) | > loss_gen: 2.3373923301696777 (2.4473826766014097) | > loss_kl: 2.0120670795440674 (2.780808633565903) | > loss_feat: 4.540348529815674 (6.969435596466065) | > loss_mel: 17.224645614624023 (18.296119356155394) | > loss_duration: 2.278587818145752 (2.3252181053161625) | > loss_1: 28.393041610717773 (32.81896476745605)  --> STEP: 21 | > loss_disc: 2.0888466835021973 (2.39105486869812) | > loss_disc_real_0: 0.0683174878358841 (0.13737921274843673) | > loss_disc_real_1: 0.24749964475631714 (0.23531838187149592) | > loss_disc_real_2: 0.192003533244133 (0.22089010122276487) | > loss_disc_real_3: 0.1675797998905182 (0.2332610005424136) | > loss_disc_real_4: 0.1771612912416458 (0.24509707944733755) | > loss_disc_real_5: 0.15011845529079437 (0.2317708418482826) | > loss_0: 2.0888466835021973 (2.39105486869812) | > loss_gen: 2.378912925720215 (2.444122212273734) | > loss_kl: 1.8032931089401245 (2.7342602752503895) | > loss_feat: 7.1627326011657715 (6.978640215737479) | > loss_mel: 15.729837417602539 (18.173915454319545) | > loss_duration: 2.1462621688842773 (2.316696394057501) | > loss_1: 29.221038818359375 (32.647634960356214)  --> STEP: 22 | > loss_disc: 2.3580172061920166 (2.3895531567660244) | > loss_disc_real_0: 0.20809946954250336 (0.14059376987543976) | > loss_disc_real_1: 0.20110614597797394 (0.2337632802399722) | > loss_disc_real_2: 0.1688023805618286 (0.21852247755635867) | > loss_disc_real_3: 0.18492992222309113 (0.23106413334608078) | > loss_disc_real_4: 0.2810001075267792 (0.24672903526913037) | > loss_disc_real_5: 0.28533753752708435 (0.23420569165186447) | > loss_0: 2.3580172061920166 (2.3895531567660244) | > loss_gen: 2.6341500282287598 (2.4527598402716895) | > loss_kl: 2.0054399967193604 (2.7011320807717065) | > loss_feat: 8.325261116027832 (7.039850256659768) | > loss_mel: 20.98527717590332 (18.301704623482443) | > loss_duration: 2.1796181201934814 (2.3104655634273183) | > loss_1: 36.1297492980957 (32.805912884798914)  --> STEP: 23 | > loss_disc: 2.670076847076416 (2.4017498389534326) | > loss_disc_real_0: 0.2826944887638092 (0.14677206200102103) | > loss_disc_real_1: 0.2382800281047821 (0.23395966058192047) | > loss_disc_real_2: 0.2747897505760193 (0.22096888073112653) | > loss_disc_real_3: 0.2594614326953888 (0.23229879853518112) | > loss_disc_real_4: 0.23774585127830505 (0.24633846205213797) | > loss_disc_real_5: 0.3062547445297241 (0.23733825916829315) | > loss_0: 2.670076847076416 (2.4017498389534326) | > loss_gen: 2.334280014038086 (2.447608543478924) | > loss_kl: 2.2951643466949463 (2.683481309724891) | > loss_feat: 5.911835670471191 (6.990806144216786) | > loss_mel: 16.424896240234375 (18.2201042589934) | > loss_duration: 2.2853825092315674 (2.30937499585359) | > loss_1: 29.25156021118164 (32.651375812032946)  --> STEP: 24 | > loss_disc: 2.430574655532837 (2.4029508729775744) | > loss_disc_real_0: 0.1391804814338684 (0.14645574614405635) | > loss_disc_real_1: 0.21413491666316986 (0.23313362958530584) | > loss_disc_real_2: 0.19203467667102814 (0.2197632888952891) | > loss_disc_real_3: 0.2183534801006317 (0.23171774360040823) | > loss_disc_real_4: 0.25211840867996216 (0.24657929316163063) | > loss_disc_real_5: 0.1865633875131607 (0.23522263951599598) | > loss_0: 2.430574655532837 (2.4029508729775744) | > loss_gen: 2.201439380645752 (2.4373514950275417) | > loss_kl: 2.595367193222046 (2.679809888203939) | > loss_feat: 5.6334757804870605 (6.934250712394714) | > loss_mel: 16.436126708984375 (18.145771861076355) | > loss_duration: 2.4632601737976074 (2.315786878267924) | > loss_1: 29.329669952392578 (32.51297140121459)  --> STEP: 25 | > loss_disc: 2.644717216491699 (2.4126215267181395) | > loss_disc_real_0: 0.2520110607147217 (0.15067795872688297) | > loss_disc_real_1: 0.2995051443576813 (0.23578849017620088) | > loss_disc_real_2: 0.21001438796520233 (0.21937333285808563) | > loss_disc_real_3: 0.24235251545906067 (0.23214313447475432) | > loss_disc_real_4: 0.2625361979007721 (0.2472175693511963) | > loss_disc_real_5: 0.24677470326423645 (0.2356847220659256) | > loss_0: 2.644717216491699 (2.4126215267181395) | > loss_gen: 2.2924506664276123 (2.431555461883544) | > loss_kl: 2.4467296600341797 (2.6704866790771487) | > loss_feat: 4.539994239807129 (6.838480453491211) | > loss_mel: 13.345004081726074 (17.953741149902342) | > loss_duration: 2.346297264099121 (2.317007293701172) | > loss_1: 24.970474243164062 (32.211271514892566)  --> STEP: 26 | > loss_disc: 2.4402894973754883 (2.4136856794357295) | > loss_disc_real_0: 0.13342255353927612 (0.1500142892965904) | > loss_disc_real_1: 0.1619490087032318 (0.2329485101195482) | > loss_disc_real_2: 0.12285745143890381 (0.21566118357273248) | > loss_disc_real_3: 0.13439811766147614 (0.2283837107511667) | > loss_disc_real_4: 0.172176331281662 (0.24433136788698342) | > loss_disc_real_5: 0.23687125742435455 (0.23573035804124978) | > loss_0: 2.4402894973754883 (2.4136856794357295) | > loss_gen: 2.195908308029175 (2.4224921098122225) | > loss_kl: 2.687912940979004 (2.6711569199195275) | > loss_feat: 12.66077995300293 (7.062415049626277) | > loss_mel: 19.99314308166504 (18.03217968573937) | > loss_duration: 2.304971218109131 (2.3165443677168627) | > loss_1: 39.84271240234375 (32.50478847210223) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025277963051429163 (+5.1379203796386285e-05) | > avg_loss_disc: 2.4136856794357295 (+0.03334322342505791) | > avg_loss_disc_real_0: 0.1500142892965904 (+0.0046117371664597395) | > avg_loss_disc_real_1: 0.2329485101195482 (+0.03188747282211596) | > avg_loss_disc_real_2: 0.21566118357273248 (+0.011508815563642055) | > avg_loss_disc_real_3: 0.2283837107511667 (-0.00033789586562377183) | > avg_loss_disc_real_4: 0.24433136788698342 (+0.0024950653314590454) | > avg_loss_disc_real_5: 0.23573035804124978 (+0.0059328417365367425) | > avg_loss_0: 2.4136856794357295 (+0.03334322342505791) | > avg_loss_gen: 2.4224921098122225 (+0.03332330630375768) | > avg_loss_kl: 2.6711569199195275 (+0.06947001585593604) | > avg_loss_feat: 7.062415049626277 (+0.17236916835491467) | > avg_loss_mel: 18.03217968573937 (-0.1303903506352384) | > avg_loss_duration: 2.3165443677168627 (-0.001027226448059082) | > avg_loss_1: 32.50478847210223 (+0.1437453490037086)  > EPOCH: 397/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:30:24)   --> TIME: 2024-06-11 08:30:30 -- STEP: 14/330 -- GLOBAL_STEP: 219025 | > loss_disc: 2.299739360809326 (2.3457267454692294) | > loss_disc_real_0: 0.12169694900512695 (0.10636480418699128) | > loss_disc_real_1: 0.18184037506580353 (0.2003304096204894) | > loss_disc_real_2: 0.20615272223949432 (0.217286188687597) | > loss_disc_real_3: 0.22892433404922485 (0.22489419898816518) | > loss_disc_real_4: 0.2186225801706314 (0.2284984780209405) | > loss_disc_real_5: 0.225465327501297 (0.216114980833871) | > loss_0: 2.299739360809326 (2.3457267454692294) | > grad_norm_0: tensor(7.8882, device='cuda:0') (tensor(7.6060, device='cuda:0')) | > loss_gen: 2.598097324371338 (2.4742288078580583) | > loss_kl: 1.785125494003296 (1.8756353088787623) | > loss_feat: 7.158588886260986 (6.995907204491751) | > loss_mel: 17.848360061645508 (18.301270484924316) | > loss_duration: 2.064070463180542 (2.130607553890773) | > loss_1: 31.454240798950195 (31.77764960697719) | > grad_norm_1: tensor(120.3226, device='cuda:0') (tensor(90.8617, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.3488 (0.35974347591400146) | > loader_time: 0.0031 (0.0032054526465279715)  --> TIME: 2024-06-11 08:30:39 -- STEP: 39/330 -- GLOBAL_STEP: 219050 | > loss_disc: 2.4210398197174072 (2.334154245180962) | > loss_disc_real_0: 0.09800970554351807 (0.10497172195941974) | > loss_disc_real_1: 0.20157702267169952 (0.20049892939054048) | > loss_disc_real_2: 0.23171588778495789 (0.21708972943134797) | > loss_disc_real_3: 0.2304297834634781 (0.22770316975238997) | > loss_disc_real_4: 0.22251032292842865 (0.22758614749480516) | > loss_disc_real_5: 0.24911850690841675 (0.21876892753136465) | > loss_0: 2.4210398197174072 (2.334154245180962) | > grad_norm_0: tensor(6.2509, device='cuda:0') (tensor(8.4251, device='cuda:0')) | > loss_gen: 2.425615072250366 (2.4995926832541433) | > loss_kl: 2.0062694549560547 (1.878117133409549) | > loss_feat: 7.826236724853516 (7.147968414502266) | > loss_mel: 18.340415954589844 (18.23193985376602) | > loss_duration: 2.0413689613342285 (2.0644842111147375) | > loss_1: 32.63990783691406 (31.822102228800457) | > grad_norm_1: tensor(90.7365, device='cuda:0') (tensor(99.4884, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.355 (0.3607498621329283) | > loader_time: 0.0032 (0.003393081518319937)  --> TIME: 2024-06-11 08:30:49 -- STEP: 64/330 -- GLOBAL_STEP: 219075 | > loss_disc: 2.2613141536712646 (2.3305290341377263) | > loss_disc_real_0: 0.10211580246686935 (0.10784928570501506) | > loss_disc_real_1: 0.17214785516262054 (0.20108489226549864) | > loss_disc_real_2: 0.19960150122642517 (0.2152678114362061) | > loss_disc_real_3: 0.19586992263793945 (0.22545299166813493) | > loss_disc_real_4: 0.22781303524971008 (0.22682624054141343) | > loss_disc_real_5: 0.2263629138469696 (0.21758049726486206) | > loss_0: 2.2613141536712646 (2.3305290341377263) | > grad_norm_0: tensor(10.6204, device='cuda:0') (tensor(9.3612, device='cuda:0')) | > loss_gen: 2.537797689437866 (2.4980207942426205) | > loss_kl: 1.8770023584365845 (1.8708286080509424) | > loss_feat: 7.788790702819824 (7.173828713595867) | > loss_mel: 18.863971710205078 (18.265689313411716) | > loss_duration: 2.019059658050537 (2.0412309803068647) | > loss_1: 33.08662414550781 (31.84959837794304) | > grad_norm_1: tensor(102.0097, device='cuda:0') (tensor(107.9652, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.3825 (0.36718573048710823) | > loader_time: 0.0032 (0.0034729614853858948)  --> TIME: 2024-06-11 08:30:58 -- STEP: 89/330 -- GLOBAL_STEP: 219100 | > loss_disc: 2.3162307739257812 (2.331242700641076) | > loss_disc_real_0: 0.10652175545692444 (0.1088530369354098) | > loss_disc_real_1: 0.16784881055355072 (0.20070070028305054) | > loss_disc_real_2: 0.2204228639602661 (0.2144681771149796) | > loss_disc_real_3: 0.22504498064517975 (0.22730705845222043) | > loss_disc_real_4: 0.2237011045217514 (0.22727337496334246) | > loss_disc_real_5: 0.2332238107919693 (0.21761831423539793) | > loss_0: 2.3162307739257812 (2.331242700641076) | > grad_norm_0: tensor(6.1425, device='cuda:0') (tensor(9.0842, device='cuda:0')) | > loss_gen: 2.4885802268981934 (2.503817140386346) | > loss_kl: 1.8295832872390747 (1.8800358397237371) | > loss_feat: 7.025623321533203 (7.192514912465985) | > loss_mel: 17.64544105529785 (18.206392159622695) | > loss_duration: 2.024681568145752 (2.0330483591958393) | > loss_1: 31.0139102935791 (31.815808414073473) | > grad_norm_1: tensor(82.0242, device='cuda:0') (tensor(105.8837, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.3678 (0.36821137653307967) | > loader_time: 0.0038 (0.0035545129454537723)  --> TIME: 2024-06-11 08:31:08 -- STEP: 114/330 -- GLOBAL_STEP: 219125 | > loss_disc: 2.4418139457702637 (2.3358546558179363) | > loss_disc_real_0: 0.11310628056526184 (0.11078835311427451) | > loss_disc_real_1: 0.20846033096313477 (0.20104057864661803) | > loss_disc_real_2: 0.24635809659957886 (0.2146967202425003) | > loss_disc_real_3: 0.2326197326183319 (0.22636476250594123) | > loss_disc_real_4: 0.19702792167663574 (0.22418661389434547) | > loss_disc_real_5: 0.19884347915649414 (0.21628633847362116) | > loss_0: 2.4418139457702637 (2.3358546558179363) | > grad_norm_0: tensor(37.6974, device='cuda:0') (tensor(9.9929, device='cuda:0')) | > loss_gen: 2.5510334968566895 (2.5002330520696807) | > loss_kl: 1.9535850286483765 (1.890589293680693) | > loss_feat: 7.541461944580078 (7.194320800011618) | > loss_mel: 19.175941467285156 (18.213585719727625) | > loss_duration: 2.031933307647705 (2.0317071299803895) | > loss_1: 33.25395584106445 (31.830435970373323) | > grad_norm_1: tensor(356.3555, device='cuda:0') (tensor(120.1336, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.3692 (0.3687667783937956) | > loader_time: 0.0039 (0.0036603065959194252)  --> TIME: 2024-06-11 08:31:18 -- STEP: 139/330 -- GLOBAL_STEP: 219150 | > loss_disc: 2.4165382385253906 (2.3357266264853727) | > loss_disc_real_0: 0.13328778743743896 (0.11178051980493738) | > loss_disc_real_1: 0.21817223727703094 (0.19958018173845551) | > loss_disc_real_2: 0.19268949329853058 (0.214027510058108) | > loss_disc_real_3: 0.24764038622379303 (0.22637419981493367) | > loss_disc_real_4: 0.23273280262947083 (0.22690542128017477) | > loss_disc_real_5: 0.27047303318977356 (0.21838240261129338) | > loss_0: 2.4165382385253906 (2.3357266264853727) | > grad_norm_0: tensor(24.7420, device='cuda:0') (tensor(12.6636, device='cuda:0')) | > loss_gen: 2.531409502029419 (2.505587642999004) | > loss_kl: 2.0698416233062744 (1.891543029023589) | > loss_feat: 7.2763447761535645 (7.1899055439791235) | > loss_mel: 17.700225830078125 (18.18728984860207) | > loss_duration: 2.0816287994384766 (2.03539724487195) | > loss_1: 31.659452438354492 (31.80972328460474) | > grad_norm_1: tensor(353.4474, device='cuda:0') (tensor(152.7946, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.376 (0.37048081528368615) | > loader_time: 0.0043 (0.003791268780934725)  --> TIME: 2024-06-11 08:31:27 -- STEP: 164/330 -- GLOBAL_STEP: 219175 | > loss_disc: 2.397177219390869 (2.33986788697359) | > loss_disc_real_0: 0.1775597482919693 (0.11332330053172461) | > loss_disc_real_1: 0.22638697922229767 (0.20088644280302814) | > loss_disc_real_2: 0.23497307300567627 (0.21355863233528485) | > loss_disc_real_3: 0.22858011722564697 (0.22651521570798827) | > loss_disc_real_4: 0.22571885585784912 (0.22644621960637046) | > loss_disc_real_5: 0.20992843806743622 (0.2178794965147972) | > loss_0: 2.397177219390869 (2.33986788697359) | > grad_norm_0: tensor(27.6125, device='cuda:0') (tensor(14.8724, device='cuda:0')) | > loss_gen: 2.632174015045166 (2.5097729403798175) | > loss_kl: 1.9814351797103882 (1.8950257490320903) | > loss_feat: 6.6789751052856445 (7.192712641343838) | > loss_mel: 17.740089416503906 (18.15772474102857) | > loss_duration: 2.1269290447235107 (2.038081724469256) | > loss_1: 31.15960121154785 (31.793317725018756) | > grad_norm_1: tensor(355.1147, device='cuda:0') (tensor(173.8050, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.3891 (0.37320747317337405) | > loader_time: 0.005 (0.0039117030981110365)  --> TIME: 2024-06-11 08:31:38 -- STEP: 189/330 -- GLOBAL_STEP: 219200 | > loss_disc: 2.3497095108032227 (2.3431664787272277) | > loss_disc_real_0: 0.1485455483198166 (0.11311038086811702) | > loss_disc_real_1: 0.2045970857143402 (0.20132699459002762) | > loss_disc_real_2: 0.17495197057724 (0.21398203027626825) | > loss_disc_real_3: 0.2221369445323944 (0.22741347030987816) | > loss_disc_real_4: 0.21925042569637299 (0.22693801020819043) | > loss_disc_real_5: 0.21260462701320648 (0.21796645026989084) | > loss_0: 2.3497095108032227 (2.3431664787272277) | > grad_norm_0: tensor(76.9422, device='cuda:0') (tensor(17.2982, device='cuda:0')) | > loss_gen: 2.522028923034668 (2.5096774441855287) | > loss_kl: 1.9202078580856323 (1.8962632114925082) | > loss_feat: 6.866686820983887 (7.1927029140411864) | > loss_mel: 18.049631118774414 (18.125133413486374) | > loss_duration: 2.1189863681793213 (2.0442380577168144) | > loss_1: 31.477540969848633 (31.768014968387664) | > grad_norm_1: tensor(236.6736, device='cuda:0') (tensor(195.9274, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.4007 (0.37571412671810733) | > loader_time: 0.0049 (0.004035448901867741)  --> TIME: 2024-06-11 08:31:48 -- STEP: 214/330 -- GLOBAL_STEP: 219225 | > loss_disc: 2.540182113647461 (2.345014721433691) | > loss_disc_real_0: 0.18784236907958984 (0.11434538606728349) | > loss_disc_real_1: 0.15923461318016052 (0.20120003373823434) | > loss_disc_real_2: 0.23037783801555634 (0.21421348728309167) | > loss_disc_real_3: 0.2317347228527069 (0.22738945505050856) | > loss_disc_real_4: 0.24443863332271576 (0.2266449442255163) | > loss_disc_real_5: 0.23036517202854156 (0.21825830951750835) | > loss_0: 2.540182113647461 (2.345014721433691) | > grad_norm_0: tensor(78.7766, device='cuda:0') (tensor(19.8575, device='cuda:0')) | > loss_gen: 2.3283746242523193 (2.512419227127717) | > loss_kl: 1.915993571281433 (1.9043724887838989) | > loss_feat: 5.85637092590332 (7.207170129936432) | > loss_mel: 17.5911922454834 (18.103514341550447) | > loss_duration: 2.1541876792907715 (2.0506018344486985) | > loss_1: 29.846118927001953 (31.778077954443816) | > grad_norm_1: tensor(305.2404, device='cuda:0') (tensor(214.2702, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.4057 (0.37863291981064273) | > loader_time: 0.0057 (0.00416304240716952)  --> TIME: 2024-06-11 08:31:58 -- STEP: 239/330 -- GLOBAL_STEP: 219250 | > loss_disc: 2.329953908920288 (2.34638962785569) | > loss_disc_real_0: 0.06826731562614441 (0.11478584001004447) | > loss_disc_real_1: 0.1838865578174591 (0.20148701897226118) | > loss_disc_real_2: 0.18835042417049408 (0.2140870817535592) | > loss_disc_real_3: 0.24421900510787964 (0.22774101039355768) | > loss_disc_real_4: 0.23349043726921082 (0.22692316926423475) | > loss_disc_real_5: 0.1934126764535904 (0.21808966576554287) | > loss_0: 2.329953908920288 (2.34638962785569) | > grad_norm_0: tensor(9.3603, device='cuda:0') (tensor(22.0055, device='cuda:0')) | > loss_gen: 2.4696269035339355 (2.511150406993084) | > loss_kl: 1.7701679468154907 (1.905074689178786) | > loss_feat: 7.316920280456543 (7.200258183180039) | > loss_mel: 17.812114715576172 (18.065885503920544) | > loss_duration: 2.0886383056640625 (2.0582037440902505) | > loss_1: 31.457469940185547 (31.740572446559764) | > grad_norm_1: tensor(122.5181, device='cuda:0') (tensor(227.3203, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.419 (0.3818242480066531) | > loader_time: 0.0057 (0.004278383494421032)  --> TIME: 2024-06-11 08:32:09 -- STEP: 264/330 -- GLOBAL_STEP: 219275 | > loss_disc: 2.3140997886657715 (2.3466914332274222) | > loss_disc_real_0: 0.15203925967216492 (0.11517789443446831) | > loss_disc_real_1: 0.1993885487318039 (0.20163569034952106) | > loss_disc_real_2: 0.18115945160388947 (0.21397278582056364) | > loss_disc_real_3: 0.23970980942249298 (0.22782472966972625) | > loss_disc_real_4: 0.2266002893447876 (0.2270130253199375) | > loss_disc_real_5: 0.23162147402763367 (0.2182994421684381) | > loss_0: 2.3140997886657715 (2.3466914332274222) | > grad_norm_0: tensor(19.3979, device='cuda:0') (tensor(21.4444, device='cuda:0')) | > loss_gen: 2.5381786823272705 (2.509764500639655) | > loss_kl: 1.829379916191101 (1.9026187838930073) | > loss_feat: 6.925425052642822 (7.208874323151329) | > loss_mel: 17.483400344848633 (18.0316291288896) | > loss_duration: 2.1738343238830566 (2.065464634786952) | > loss_1: 30.950218200683594 (31.718351306337297) | > grad_norm_1: tensor(130.1608, device='cuda:0') (tensor(225.8887, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.4327 (0.3860916043772842) | > loader_time: 0.0056 (0.004416472984082774)  --> TIME: 2024-06-11 08:32:21 -- STEP: 289/330 -- GLOBAL_STEP: 219300 | > loss_disc: 2.4450483322143555 (2.3487418605382056) | > loss_disc_real_0: 0.1476520299911499 (0.11578362048394128) | > loss_disc_real_1: 0.16672243177890778 (0.20163633444936216) | > loss_disc_real_2: 0.2174481600522995 (0.2140375432980514) | > loss_disc_real_3: 0.2820895314216614 (0.22800943420420056) | > loss_disc_real_4: 0.27763381600379944 (0.22715353140781494) | > loss_disc_real_5: 0.23968161642551422 (0.21836236268797551) | > loss_0: 2.4450483322143555 (2.3487418605382056) | > grad_norm_0: tensor(86.3965, device='cuda:0') (tensor(22.3894, device='cuda:0')) | > loss_gen: 2.4918441772460938 (2.506913692480965) | > loss_kl: 1.9559848308563232 (1.9055872351240535) | > loss_feat: 6.583039283752441 (7.204100447130038) | > loss_mel: 17.4432430267334 (17.992840506213753) | > loss_duration: 2.2006962299346924 (2.074349336558147) | > loss_1: 30.674808502197266 (31.68379117048323) | > grad_norm_1: tensor(323.1665, device='cuda:0') (tensor(236.5979, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.4465 (0.3912947664623854) | > loader_time: 0.0062 (0.00457412066344159)  --> TIME: 2024-06-11 08:32:33 -- STEP: 314/330 -- GLOBAL_STEP: 219325 | > loss_disc: 2.2638425827026367 (2.3492760711414795) | > loss_disc_real_0: 0.116877980530262 (0.11634385609512876) | > loss_disc_real_1: 0.200783833861351 (0.20185375740383835) | > loss_disc_real_2: 0.2102183997631073 (0.2143683863957976) | > loss_disc_real_3: 0.18988044559955597 (0.2278316975778835) | > loss_disc_real_4: 0.15761835873126984 (0.22663429417427938) | > loss_disc_real_5: 0.16818095743656158 (0.21805998977202518) | > loss_0: 2.2638425827026367 (2.3492760711414795) | > grad_norm_0: tensor(21.3602, device='cuda:0') (tensor(23.9185, device='cuda:0')) | > loss_gen: 2.624086856842041 (2.50793846549502) | > loss_kl: 1.8718135356903076 (1.9069641209711694) | > loss_feat: 8.152743339538574 (7.224970494106317) | > loss_mel: 16.985456466674805 (17.93821647972057) | > loss_duration: 2.273073434829712 (2.086613035505743) | > loss_1: 31.90717315673828 (31.66470254302784) | > grad_norm_1: tensor(350.2376, device='cuda:0') (tensor(248.7987, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.5213 (0.3994577766224078) | > loader_time: 0.0078 (0.004778740512337655)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5862326622009277 (2.5862326622009277) | > loss_disc_real_0: 0.06808964908123016 (0.06808964908123016) | > loss_disc_real_1: 0.20651526749134064 (0.20651526749134064) | > loss_disc_real_2: 0.20130951702594757 (0.20130951702594757) | > loss_disc_real_3: 0.2985541820526123 (0.2985541820526123) | > loss_disc_real_4: 0.21033886075019836 (0.21033886075019836) | > loss_disc_real_5: 0.24958762526512146 (0.24958762526512146) | > loss_0: 2.5862326622009277 (2.5862326622009277) | > loss_gen: 1.8684747219085693 (1.8684747219085693) | > loss_kl: 2.5320699214935303 (2.5320699214935303) | > loss_feat: 4.71735143661499 (4.71735143661499) | > loss_mel: 16.305315017700195 (16.305315017700195) | > loss_duration: 2.8215322494506836 (2.8215322494506836) | > loss_1: 28.24474334716797 (28.24474334716797)  --> STEP: 1 | > loss_disc: 2.320896863937378 (2.320896863937378) | > loss_disc_real_0: 0.06986693292856216 (0.06986693292856216) | > loss_disc_real_1: 0.16960223019123077 (0.16960223019123077) | > loss_disc_real_2: 0.18967483937740326 (0.18967483937740326) | > loss_disc_real_3: 0.21390745043754578 (0.21390745043754578) | > loss_disc_real_4: 0.20785784721374512 (0.20785784721374512) | > loss_disc_real_5: 0.23317605257034302 (0.23317605257034302) | > loss_0: 2.320896863937378 (2.320896863937378) | > loss_gen: 2.0191476345062256 (2.0191476345062256) | > loss_kl: 2.0132648944854736 (2.0132648944854736) | > loss_feat: 7.417423248291016 (7.417423248291016) | > loss_mel: 18.66417121887207 (18.66417121887207) | > loss_duration: 2.43841552734375 (2.43841552734375) | > loss_1: 32.55242156982422 (32.55242156982422)  --> STEP: 2 | > loss_disc: 2.504962921142578 (2.412929892539978) | > loss_disc_real_0: 0.04142627865076065 (0.05564660578966141) | > loss_disc_real_1: 0.17674009501934052 (0.17317116260528564) | > loss_disc_real_2: 0.19902653992176056 (0.1943506896495819) | > loss_disc_real_3: 0.2873627245426178 (0.2506350874900818) | > loss_disc_real_4: 0.24869298934936523 (0.22827541828155518) | > loss_disc_real_5: 0.3566834330558777 (0.29492974281311035) | > loss_0: 2.504962921142578 (2.412929892539978) | > loss_gen: 2.1506597995758057 (2.0849037170410156) | > loss_kl: 2.97263240814209 (2.4929486513137817) | > loss_feat: 6.362981796264648 (6.890202522277832) | > loss_mel: 18.55703353881836 (18.610602378845215) | > loss_duration: 2.49711537361145 (2.4677654504776) | > loss_1: 32.54042053222656 (32.54642105102539)  --> STEP: 3 | > loss_disc: 2.4177169799804688 (2.414525588353475) | > loss_disc_real_0: 0.08177372813224792 (0.06435564657052358) | > loss_disc_real_1: 0.24779191613197327 (0.19804474711418152) | > loss_disc_real_2: 0.2574337422847748 (0.21537837386131287) | > loss_disc_real_3: 0.2848820090293884 (0.262050728003184) | > loss_disc_real_4: 0.19286543130874634 (0.2164720892906189) | > loss_disc_real_5: 0.18216563761234283 (0.25734170774618786) | > loss_0: 2.4177169799804688 (2.414525588353475) | > loss_gen: 2.2639148235321045 (2.1445740858713784) | > loss_kl: 3.139970541000366 (2.708622614542643) | > loss_feat: 5.278690814971924 (6.353031953175862) | > loss_mel: 14.920341491699219 (17.380515416463215) | > loss_duration: 2.304755210876465 (2.413428703943888) | > loss_1: 27.907672882080078 (31.000171661376953)  --> STEP: 4 | > loss_disc: 2.4447927474975586 (2.422092378139496) | > loss_disc_real_0: 0.10188235342502594 (0.07373732328414917) | > loss_disc_real_1: 0.1687171459197998 (0.1907128468155861) | > loss_disc_real_2: 0.21744713187217712 (0.21589556336402893) | > loss_disc_real_3: 0.2534260153770447 (0.25989454984664917) | > loss_disc_real_4: 0.1777169108390808 (0.20678329467773438) | > loss_disc_real_5: 0.20038922131061554 (0.24310358613729477) | > loss_0: 2.4447927474975586 (2.422092378139496) | > loss_gen: 2.099367618560791 (2.1332724690437317) | > loss_kl: 2.482492685317993 (2.6520901322364807) | > loss_feat: 6.886312961578369 (6.486352205276489) | > loss_mel: 19.340396881103516 (17.87048578262329) | > loss_duration: 2.3825297355651855 (2.4057039618492126) | > loss_1: 33.191097259521484 (31.547903060913086)  --> STEP: 5 | > loss_disc: 2.2893502712249756 (2.3955439567565917) | > loss_disc_real_0: 0.06224992126226425 (0.07143984287977219) | > loss_disc_real_1: 0.1720076948404312 (0.1869718164205551) | > loss_disc_real_2: 0.20505431294441223 (0.21372731328010558) | > loss_disc_real_3: 0.2761509120464325 (0.2631458222866058) | > loss_disc_real_4: 0.17888979613780975 (0.20120459496974946) | > loss_disc_real_5: 0.27643924951553345 (0.2497707188129425) | > loss_0: 2.2893502712249756 (2.3955439567565917) | > loss_gen: 2.4095699787139893 (2.1885319709777833) | > loss_kl: 2.334427833557129 (2.5885576725006105) | > loss_feat: 6.871100425720215 (6.563301849365234) | > loss_mel: 19.58357048034668 (18.213102722167967) | > loss_duration: 2.3623101711273193 (2.397025203704834) | > loss_1: 33.560977935791016 (31.95051803588867)  --> STEP: 6 | > loss_disc: 2.189720392227173 (2.361240029335022) | > loss_disc_real_0: 0.04894566908478737 (0.06769081391394138) | > loss_disc_real_1: 0.18281133472919464 (0.18627840280532837) | > loss_disc_real_2: 0.16740886867046356 (0.2060075725118319) | > loss_disc_real_3: 0.27281248569488525 (0.2647569328546524) | > loss_disc_real_4: 0.203395277261734 (0.2015697086850802) | > loss_disc_real_5: 0.1939801275730133 (0.24047228693962097) | > loss_0: 2.189720392227173 (2.361240029335022) | > loss_gen: 2.3326292037963867 (2.2125481764475503) | > loss_kl: 2.773308038711548 (2.619349400202433) | > loss_feat: 5.811772346496582 (6.438046932220459) | > loss_mel: 18.866039276123047 (18.32192548116048) | > loss_duration: 2.1888747215270996 (2.3623334566752114) | > loss_1: 31.972623825073242 (31.9542023340861)  --> STEP: 7 | > loss_disc: 2.388869285583496 (2.3651870659419467) | > loss_disc_real_0: 0.0987667590379715 (0.07213023464594569) | > loss_disc_real_1: 0.1802229881286621 (0.1854133435658046) | > loss_disc_real_2: 0.17499640583992004 (0.20157740584441594) | > loss_disc_real_3: 0.21967799961566925 (0.25831708524908337) | > loss_disc_real_4: 0.14771904051303864 (0.19387675608907426) | > loss_disc_real_5: 0.1499096155166626 (0.22753476245062693) | > loss_0: 2.388869285583496 (2.3651870659419467) | > loss_gen: 1.9498499631881714 (2.175019860267639) | > loss_kl: 4.163149833679199 (2.8398923192705428) | > loss_feat: 7.363123893737793 (6.5702007838657925) | > loss_mel: 20.755693435668945 (18.669606617518834) | > loss_duration: 2.6100564002990723 (2.397722448621477) | > loss_1: 36.84187316894531 (32.65244102478027)  --> STEP: 8 | > loss_disc: 2.014641284942627 (2.321368843317032) | > loss_disc_real_0: 0.13885313272476196 (0.08047059690579772) | > loss_disc_real_1: 0.14957191050052643 (0.18093316443264484) | > loss_disc_real_2: 0.2068813592195511 (0.20224040001630783) | > loss_disc_real_3: 0.12917576730251312 (0.2421744205057621) | > loss_disc_real_4: 0.14712131023406982 (0.18803232535719872) | > loss_disc_real_5: 0.1635548323392868 (0.2195372711867094) | > loss_0: 2.014641284942627 (2.321368843317032) | > loss_gen: 2.5110349655151367 (2.2170217484235764) | > loss_kl: 2.778580665588379 (2.832228362560272) | > loss_feat: 10.402481079101562 (7.049235820770264) | > loss_mel: 20.729270935058594 (18.927064657211304) | > loss_duration: 2.2052910327911377 (2.373668521642685) | > loss_1: 38.62665939331055 (33.39921832084656)  --> STEP: 9 | > loss_disc: 2.2969110012054443 (2.318651305304633) | > loss_disc_real_0: 0.07219745218753815 (0.07955135860376888) | > loss_disc_real_1: 0.1918228417634964 (0.18214312858051723) | > loss_disc_real_2: 0.2016914039850235 (0.20217940045727623) | > loss_disc_real_3: 0.15219621360301971 (0.23217684196101296) | > loss_disc_real_4: 0.16644872725009918 (0.18563414778974321) | > loss_disc_real_5: 0.1830684095621109 (0.2154851754506429) | > loss_0: 2.2969110012054443 (2.318651305304633) | > loss_gen: 2.091482400894165 (2.2030729320314197) | > loss_kl: 2.8288321495056152 (2.831851005554199) | > loss_feat: 11.397839546203613 (7.532414012485081) | > loss_mel: 19.424657821655273 (18.982352786593967) | > loss_duration: 2.16428804397583 (2.3504040241241455) | > loss_1: 37.907100677490234 (33.90009413825141)  --> STEP: 10 | > loss_disc: 2.246290683746338 (2.3114152431488035) | > loss_disc_real_0: 0.08300890028476715 (0.0798971127718687) | > loss_disc_real_1: 0.18094229698181152 (0.18202304542064668) | > loss_disc_real_2: 0.24929210543632507 (0.20689067095518113) | > loss_disc_real_3: 0.21584737300872803 (0.23054389506578446) | > loss_disc_real_4: 0.13079842925071716 (0.1801505759358406) | > loss_disc_real_5: 0.186741903424263 (0.2126108482480049) | > loss_0: 2.246290683746338 (2.3114152431488035) | > loss_gen: 2.314452886581421 (2.2142109274864197) | > loss_kl: 2.2484986782073975 (2.773515772819519) | > loss_feat: 8.124993324279785 (7.591671943664551) | > loss_mel: 18.205711364746094 (18.90468864440918) | > loss_duration: 2.359637975692749 (2.351327419281006) | > loss_1: 33.2532958984375 (33.83541431427002)  --> STEP: 11 | > loss_disc: 2.517883777618408 (2.3301851099187676) | > loss_disc_real_0: 0.07586974650621414 (0.07953098856590012) | > loss_disc_real_1: 0.1336069107055664 (0.17762157862836664) | > loss_disc_real_2: 0.16339011490345 (0.2029360749504783) | > loss_disc_real_3: 0.2548520267009735 (0.23275372521443802) | > loss_disc_real_4: 0.21225425601005554 (0.18306909230622379) | > loss_disc_real_5: 0.24477781355381012 (0.21553511782125992) | > loss_0: 2.517883777618408 (2.3301851099187676) | > loss_gen: 1.945723056793213 (2.1898029392415825) | > loss_kl: 3.0602118968963623 (2.799579056826505) | > loss_feat: 5.711554527282715 (7.42075217853893) | > loss_mel: 18.9794864654541 (18.911488446322355) | > loss_duration: 2.416649341583252 (2.3572657758539375) | > loss_1: 32.113624572753906 (33.67888797413219)  --> STEP: 12 | > loss_disc: 2.7594051361083984 (2.3659534454345703) | > loss_disc_real_0: 0.07471336424350739 (0.0791295198723674) | > loss_disc_real_1: 0.2638135850429535 (0.18480424582958221) | > loss_disc_real_2: 0.22392073273658752 (0.20468479643265405) | > loss_disc_real_3: 0.2545883059501648 (0.2345732736090819) | > loss_disc_real_4: 0.22919195890426636 (0.18691266452272734) | > loss_disc_real_5: 0.33993619680404663 (0.22590187440315881) | > loss_0: 2.7594051361083984 (2.3659534454345703) | > loss_gen: 1.9214651584625244 (2.1674414575099945) | > loss_kl: 2.860964775085449 (2.8046945333480835) | > loss_feat: 6.372247219085693 (7.33337676525116) | > loss_mel: 17.74604034423828 (18.81436777114868) | > loss_duration: 2.2737910747528076 (2.3503095507621765) | > loss_1: 31.17450714111328 (33.47018957138061)  --> STEP: 13 | > loss_disc: 2.3250443935394287 (2.3628065952887902) | > loss_disc_real_0: 0.08951237052679062 (0.07992820069193841) | > loss_disc_real_1: 0.17224615812301636 (0.1838382390829233) | > loss_disc_real_2: 0.19885307550430298 (0.2042362025150886) | > loss_disc_real_3: 0.24082410335540771 (0.23505410666649157) | > loss_disc_real_4: 0.1791193187236786 (0.18631317638433897) | > loss_disc_real_5: 0.18637964129447937 (0.2228617026255681) | > loss_0: 2.3250443935394287 (2.3628065952887902) | > loss_gen: 2.1373863220214844 (2.1651295240108785) | > loss_kl: 2.6333513259887695 (2.791514286628136) | > loss_feat: 7.938285827636719 (7.3799082315885105) | > loss_mel: 18.317312240600586 (18.776132730337288) | > loss_duration: 2.181973457336426 (2.3373606204986572) | > loss_1: 33.208309173583984 (33.45004492539625)  --> STEP: 14 | > loss_disc: 2.4651691913604736 (2.3701182092939104) | > loss_disc_real_0: 0.058326274156570435 (0.07838520593941213) | > loss_disc_real_1: 0.14891557395458221 (0.18134376300232752) | > loss_disc_real_2: 0.1563270539045334 (0.2008141204714775) | > loss_disc_real_3: 0.2261735200881958 (0.23441977905375616) | > loss_disc_real_4: 0.212929368019104 (0.18821433292967932) | > loss_disc_real_5: 0.23607273399829865 (0.2238053477236203) | > loss_0: 2.4651691913604736 (2.3701182092939104) | > loss_gen: 1.9912095069885254 (2.152706665652139) | > loss_kl: 3.430665969848633 (2.837167978286743) | > loss_feat: 7.773804664611816 (7.4080436910901755) | > loss_mel: 19.64735221862793 (18.83836269378662) | > loss_duration: 2.3608129024505615 (2.339035783495222) | > loss_1: 35.2038459777832 (33.57531642913818)  --> STEP: 15 | > loss_disc: 2.3229868412017822 (2.3669761180877686) | > loss_disc_real_0: 0.11030846834182739 (0.08051342343290649) | > loss_disc_real_1: 0.1491485834121704 (0.17919741769631703) | > loss_disc_real_2: 0.16469772160053253 (0.19840636054674785) | > loss_disc_real_3: 0.14766889810562134 (0.22863638699054717) | > loss_disc_real_4: 0.1852145493030548 (0.18801434735457104) | > loss_disc_real_5: 0.15900933742523193 (0.2194856137037277) | > loss_0: 2.3229868412017822 (2.3669761180877686) | > loss_gen: 1.992471694946289 (2.1420243342717487) | > loss_kl: 3.2268002033233643 (2.863143459955851) | > loss_feat: 7.649223327636719 (7.424122333526611) | > loss_mel: 18.67287826538086 (18.82733039855957) | > loss_duration: 2.3507821559906006 (2.3398188749949136) | > loss_1: 33.892154693603516 (33.59643898010253)  --> STEP: 16 | > loss_disc: 2.420936107635498 (2.3703486174345016) | > loss_disc_real_0: 0.06232649087905884 (0.079376740148291) | > loss_disc_real_1: 0.1700902134180069 (0.17862821742892265) | > loss_disc_real_2: 0.20765477418899536 (0.1989843863993883) | > loss_disc_real_3: 0.2080516666173935 (0.22734984196722507) | > loss_disc_real_4: 0.2102300077676773 (0.18940282613039017) | > loss_disc_real_5: 0.2193717211484909 (0.21947849541902542) | > loss_0: 2.420936107635498 (2.3703486174345016) | > loss_gen: 2.0463030338287354 (2.1360417529940605) | > loss_kl: 2.5563981533050537 (2.8439718782901764) | > loss_feat: 8.062256813049316 (7.46400573849678) | > loss_mel: 16.40835952758789 (18.67614471912384) | > loss_duration: 2.3784239292144775 (2.3422316908836365) | > loss_1: 31.45174217224121 (33.4623954296112)  --> STEP: 17 | > loss_disc: 2.6030402183532715 (2.3840363586650177) | > loss_disc_real_0: 0.05696368217468262 (0.07805832497337287) | > loss_disc_real_1: 0.24193428456783295 (0.1823521037312115) | > loss_disc_real_2: 0.22858786582946777 (0.20072576754233418) | > loss_disc_real_3: 0.26182422041893005 (0.22937774658203125) | > loss_disc_real_4: 0.2676345705986023 (0.1940046934520497) | > loss_disc_real_5: 0.370492547750473 (0.2283616749679341) | > loss_0: 2.6030402183532715 (2.3840363586650177) | > loss_gen: 2.2352285385131836 (2.1418762697893032) | > loss_kl: 2.213463306427002 (2.8068831387688133) | > loss_feat: 6.084120750427246 (7.382836033316219) | > loss_mel: 17.274904251098633 (18.593718809240006) | > loss_duration: 2.4062719345092773 (2.345998764038086) | > loss_1: 30.2139892578125 (33.27131271362304)  --> STEP: 18 | > loss_disc: 2.463047981262207 (2.3884258932537503) | > loss_disc_real_0: 0.04230547696352005 (0.07607205563949215) | > loss_disc_real_1: 0.1840391457080841 (0.1824458282854822) | > loss_disc_real_2: 0.21882027387619019 (0.20173101789421505) | > loss_disc_real_3: 0.28846463561058044 (0.23266035152806175) | > loss_disc_real_4: 0.20133551955223083 (0.19441196156872642) | > loss_disc_real_5: 0.2622901201248169 (0.23024658858776093) | > loss_0: 2.463047981262207 (2.3884258932537503) | > loss_gen: 2.186476469039917 (2.1443540586365595) | > loss_kl: 2.882179021835327 (2.8110662433836193) | > loss_feat: 9.05854606628418 (7.475931035147773) | > loss_mel: 19.16194725036621 (18.62528705596924) | > loss_duration: 2.2891666889190674 (2.3428414265314736) | > loss_1: 35.57831573486328 (33.399479548136384)  --> STEP: 19 | > loss_disc: 2.4536728858947754 (2.3918599454980147) | > loss_disc_real_0: 0.14177808165550232 (0.07953026753507164) | > loss_disc_real_1: 0.1882251501083374 (0.18275000311826406) | > loss_disc_real_2: 0.22095346450805664 (0.20274272561073303) | > loss_disc_real_3: 0.222598597407341 (0.23213078552170804) | > loss_disc_real_4: 0.1470087170600891 (0.19191705396300868) | > loss_disc_real_5: 0.2099306583404541 (0.22917732910106056) | > loss_0: 2.4536728858947754 (2.3918599454980147) | > loss_gen: 2.0039761066436768 (2.136965745373776) | > loss_kl: 1.4668498039245605 (2.7403180097278796) | > loss_feat: 6.0774431228637695 (7.4023264081854565) | > loss_mel: 18.819061279296875 (18.635485699302272) | > loss_duration: 2.3039021492004395 (2.340791990882472) | > loss_1: 30.671232223510742 (33.2558875836824)  --> STEP: 20 | > loss_disc: 2.4036784172058105 (2.3924508690834045) | > loss_disc_real_0: 0.09279647469520569 (0.08019357789307835) | > loss_disc_real_1: 0.17317065596580505 (0.1822710357606411) | > loss_disc_real_2: 0.19070249795913696 (0.20214071422815322) | > loss_disc_real_3: 0.29181891679763794 (0.23511519208550452) | > loss_disc_real_4: 0.30615344643592834 (0.19762887358665465) | > loss_disc_real_5: 0.29416385293006897 (0.232426655292511) | > loss_0: 2.4036784172058105 (2.3924508690834045) | > loss_gen: 2.3397324085235596 (2.147104078531265) | > loss_kl: 2.1106455326080322 (2.7088343858718873) | > loss_feat: 6.001373291015625 (7.332278752326966) | > loss_mel: 19.874937057495117 (18.697458267211914) | > loss_duration: 2.3004672527313232 (2.3387757539749146) | > loss_1: 32.62715530395508 (33.224450969696036)  --> STEP: 21 | > loss_disc: 2.495418071746826 (2.397354069210234) | > loss_disc_real_0: 0.09105583280324936 (0.08071082812689602) | > loss_disc_real_1: 0.1355307251214981 (0.18004530668258667) | > loss_disc_real_2: 0.20466302335262299 (0.20226082418646132) | > loss_disc_real_3: 0.2821720540523529 (0.23735599503630683) | > loss_disc_real_4: 0.2171631157398224 (0.19855907559394836) | > loss_disc_real_5: 0.2711890935897827 (0.23427248568761916) | > loss_0: 2.495418071746826 (2.397354069210234) | > loss_gen: 2.1249616146087646 (2.146049675487337) | > loss_kl: 2.3484444618225098 (2.691672960917155) | > loss_feat: 7.239958763122559 (7.3278825623648505) | > loss_mel: 16.507814407348633 (18.59318951198033) | > loss_duration: 2.15944242477417 (2.330236071632022) | > loss_1: 30.38062286376953 (33.08903058369953)  --> STEP: 22 | > loss_disc: 2.5724282264709473 (2.4053119854493574) | > loss_disc_real_0: 0.12006688117980957 (0.08249973962930118) | > loss_disc_real_1: 0.2319740355014801 (0.18240570344708182) | > loss_disc_real_2: 0.14590683579444885 (0.19969927925955167) | > loss_disc_real_3: 0.2773154675960541 (0.23917233469811353) | > loss_disc_real_4: 0.26967042684555054 (0.20179140974174847) | > loss_disc_real_5: 0.2943808138370514 (0.23700468242168427) | > loss_0: 2.5724282264709473 (2.4053119854493574) | > loss_gen: 2.0838661193847656 (2.143223150209947) | > loss_kl: 2.3247673511505127 (2.6749954332004893) | > loss_feat: 6.914400100708008 (7.3090879050168125) | > loss_mel: 18.86785888671875 (18.60567448355935) | > loss_duration: 2.181580066680908 (2.3234789804978804) | > loss_1: 32.37247085571289 (33.056459686972865)  --> STEP: 23 | > loss_disc: 2.3277945518493652 (2.401941662249358) | > loss_disc_real_0: 0.07258458435535431 (0.08206864592173826) | > loss_disc_real_1: 0.20987427234649658 (0.1835999890514042) | > loss_disc_real_2: 0.17965298891067505 (0.19882770141829614) | > loss_disc_real_3: 0.20090220868587494 (0.23750841617584229) | > loss_disc_real_4: 0.2124854326248169 (0.20225636725840362) | > loss_disc_real_5: 0.2494204342365265 (0.23754449771798175) | > loss_0: 2.3277945518493652 (2.401941662249358) | > loss_gen: 2.20407772064209 (2.1458690010983013) | > loss_kl: 2.490481376647949 (2.666973082915596) | > loss_feat: 8.987650871276855 (7.3820689035498575) | > loss_mel: 17.498056411743164 (18.557517176089082) | > loss_duration: 2.26993989944458 (2.3211511943651284) | > loss_1: 33.4502067565918 (33.073579124782384)  --> STEP: 24 | > loss_disc: 2.29026198387146 (2.3972883423169455) | > loss_disc_real_0: 0.0710819661617279 (0.0816108675984045) | > loss_disc_real_1: 0.19462203979492188 (0.18405924116571745) | > loss_disc_real_2: 0.1490785926580429 (0.19675482188661894) | > loss_disc_real_3: 0.2585497498512268 (0.23838513841231665) | > loss_disc_real_4: 0.21372491121292114 (0.2027342232565085) | > loss_disc_real_5: 0.21453332901000977 (0.23658569902181625) | > loss_0: 2.29026198387146 (2.3972883423169455) | > loss_gen: 2.1186575889587402 (2.144735192259153) | > loss_kl: 2.892413377761841 (2.6763664285341897) | > loss_feat: 5.5373029708862305 (7.30520365635554) | > loss_mel: 18.703828811645508 (18.563613494237266) | > loss_duration: 2.4198737144470215 (2.3252646327018742) | > loss_1: 31.672077178955078 (33.01518321037292)  --> STEP: 25 | > loss_disc: 2.338003158569336 (2.394916934967041) | > loss_disc_real_0: 0.09364613145589828 (0.08209227815270424) | > loss_disc_real_1: 0.20429526269435883 (0.1848686820268631) | > loss_disc_real_2: 0.16284321248531342 (0.19539835751056672) | > loss_disc_real_3: 0.19743743538856506 (0.23674723029136657) | > loss_disc_real_4: 0.1875574141740799 (0.20212715089321137) | > loss_disc_real_5: 0.2209162563085556 (0.23595892131328583) | > loss_0: 2.338003158569336 (2.394916934967041) | > loss_gen: 1.9903684854507446 (2.1385605239868166) | > loss_kl: 2.943613290786743 (2.687056303024292) | > loss_feat: 6.830846309661865 (7.286229362487793) | > loss_mel: 15.692978858947754 (18.448788108825685) | > loss_duration: 2.412935733795166 (2.3287714767456063) | > loss_1: 29.87074089050293 (32.88940551757812)  --> STEP: 26 | > loss_disc: 2.5840890407562256 (2.402192785189702) | > loss_disc_real_0: 0.04528922587633133 (0.08067677614207451) | > loss_disc_real_1: 0.12793992459774017 (0.1826791144334353) | > loss_disc_real_2: 0.1767643392086029 (0.19468166449895272) | > loss_disc_real_3: 0.09567476063966751 (0.23132136607399353) | > loss_disc_real_4: 0.051000650972127914 (0.19631459320393893) | > loss_disc_real_5: 0.06907587498426437 (0.22954034260832346) | > loss_0: 2.5840890407562256 (2.402192785189702) | > loss_gen: 1.4815298318862915 (2.113290112752181) | > loss_kl: 2.60982608795166 (2.6840859101368832) | > loss_feat: 15.539778709411621 (7.603673568138709) | > loss_mel: 21.641468048095703 (18.5715834911053) | > loss_duration: 2.312328815460205 (2.328139066696168) | > loss_1: 43.584930419921875 (33.30077185997596) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024048823576707104 (-0.00012291394747220583) | > avg_loss_disc: 2.402192785189702 (-0.011492894246027507) | > avg_loss_disc_real_0: 0.08067677614207451 (-0.06933751315451588) | > avg_loss_disc_real_1: 0.1826791144334353 (-0.05026939568611291) | > avg_loss_disc_real_2: 0.19468166449895272 (-0.020979519073779762) | > avg_loss_disc_real_3: 0.23132136607399353 (+0.002937655322826832) | > avg_loss_disc_real_4: 0.19631459320393893 (-0.048016774683044494) | > avg_loss_disc_real_5: 0.22954034260832346 (-0.006190015432926327) | > avg_loss_0: 2.402192785189702 (-0.011492894246027507) | > avg_loss_gen: 2.113290112752181 (-0.3092019970600415) | > avg_loss_kl: 2.6840859101368832 (+0.012928990217355718) | > avg_loss_feat: 7.603673568138709 (+0.5412585185124321) | > avg_loss_mel: 18.5715834911053 (+0.5394038053659322) | > avg_loss_duration: 2.328139066696168 (+0.011594698979305207) | > avg_loss_1: 33.30077185997596 (+0.7959833878737328)  > EPOCH: 398/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:33:04)   --> TIME: 2024-06-11 08:33:08 -- STEP: 9/330 -- GLOBAL_STEP: 219350 | > loss_disc: 2.3653194904327393 (2.298213826285468) | > loss_disc_real_0: 0.08304871618747711 (0.09866431603829066) | > loss_disc_real_1: 0.18269889056682587 (0.17777464787165323) | > loss_disc_real_2: 0.22531917691230774 (0.20827053487300873) | > loss_disc_real_3: 0.24804194271564484 (0.23038245737552643) | > loss_disc_real_4: 0.26836302876472473 (0.22657688293192121) | > loss_disc_real_5: 0.2576960325241089 (0.21845156947771707) | > loss_0: 2.3653194904327393 (2.298213826285468) | > grad_norm_0: tensor(12.5402, device='cuda:0') (tensor(8.2611, device='cuda:0')) | > loss_gen: 2.570462226867676 (2.5273298952314587) | > loss_kl: 1.8114986419677734 (1.854748633172777) | > loss_feat: 7.18950891494751 (6.991053581237793) | > loss_mel: 18.32378387451172 (18.41089481777615) | > loss_duration: 2.1353204250335693 (2.1794108549753823) | > loss_1: 32.03057098388672 (31.96343739827474) | > grad_norm_1: tensor(79.4200, device='cuda:0') (tensor(62.1727, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3445 (0.3516008324093289) | > loader_time: 0.0029 (0.003108501434326172)  --> TIME: 2024-06-11 08:33:17 -- STEP: 34/330 -- GLOBAL_STEP: 219375 | > loss_disc: 2.225543975830078 (2.2908026260488175) | > loss_disc_real_0: 0.11246427893638611 (0.10224726752323263) | > loss_disc_real_1: 0.2075650840997696 (0.1950005555854124) | > loss_disc_real_2: 0.2120378017425537 (0.21004371651831796) | > loss_disc_real_3: 0.2286260724067688 (0.2238751141464009) | > loss_disc_real_4: 0.20594441890716553 (0.2252812113832025) | > loss_disc_real_5: 0.20555000007152557 (0.21482713871142445) | > loss_0: 2.225543975830078 (2.2908026260488175) | > grad_norm_0: tensor(8.1281, device='cuda:0') (tensor(8.4035, device='cuda:0')) | > loss_gen: 2.589759349822998 (2.556328941794003) | > loss_kl: 1.9387083053588867 (1.867711463395287) | > loss_feat: 7.358352184295654 (7.234591315774357) | > loss_mel: 17.659608840942383 (18.23753065221449) | > loss_duration: 2.0642871856689453 (2.069392372580136) | > loss_1: 31.610715866088867 (31.965554742252124) | > grad_norm_1: tensor(108.1971, device='cuda:0') (tensor(71.6050, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3733 (0.35797744638779583) | > loader_time: 0.0042 (0.003503904623143813)  --> TIME: 2024-06-11 08:33:27 -- STEP: 59/330 -- GLOBAL_STEP: 219400 | > loss_disc: 2.354729175567627 (2.3140082601773546) | > loss_disc_real_0: 0.13279929757118225 (0.10669286789025291) | > loss_disc_real_1: 0.21357490122318268 (0.19882998653387618) | > loss_disc_real_2: 0.24363717436790466 (0.21049140848345677) | > loss_disc_real_3: 0.2280234843492508 (0.2258206605911255) | > loss_disc_real_4: 0.21073772013187408 (0.22573402751300295) | > loss_disc_real_5: 0.21375015377998352 (0.2154552199072757) | > loss_0: 2.354729175567627 (2.3140082601773546) | > grad_norm_0: tensor(7.7004, device='cuda:0') (tensor(9.1438, device='cuda:0')) | > loss_gen: 2.4464993476867676 (2.533651671167146) | > loss_kl: 1.991957664489746 (1.8563437360828206) | > loss_feat: 7.215704917907715 (7.23909551814451) | > loss_mel: 17.91008758544922 (18.21674650806491) | > loss_duration: 1.9636658430099487 (2.0393799664610524) | > loss_1: 31.52791404724121 (31.885217084723003) | > grad_norm_1: tensor(86.3790, device='cuda:0') (tensor(89.1043, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3751 (0.36591786853337693) | > loader_time: 0.0043 (0.003733368243201304)  --> TIME: 2024-06-11 08:33:36 -- STEP: 84/330 -- GLOBAL_STEP: 219425 | > loss_disc: 2.3896257877349854 (2.3121807064328883) | > loss_disc_real_0: 0.1391654908657074 (0.10741570166179112) | > loss_disc_real_1: 0.1975352019071579 (0.19885179932628363) | > loss_disc_real_2: 0.19342659413814545 (0.21105210944300606) | > loss_disc_real_3: 0.2519959807395935 (0.2260563770929972) | > loss_disc_real_4: 0.2501918077468872 (0.22548602893948555) | > loss_disc_real_5: 0.23822909593582153 (0.21416039977754867) | > loss_0: 2.3896257877349854 (2.3121807064328883) | > grad_norm_0: tensor(28.2825, device='cuda:0') (tensor(10.6807, device='cuda:0')) | > loss_gen: 2.54569935798645 (2.5429850362596054) | > loss_kl: 1.9170118570327759 (1.8813145558039348) | > loss_feat: 7.056418418884277 (7.285944734300886) | > loss_mel: 18.28009605407715 (18.230546815054762) | > loss_duration: 2.095330238342285 (2.030350690796262) | > loss_1: 31.89455795288086 (31.97114167894636) | > grad_norm_1: tensor(228.3299, device='cuda:0') (tensor(120.3545, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3782 (0.37015790314901453) | > loader_time: 0.004 (0.0038634964397975375)  --> TIME: 2024-06-11 08:33:46 -- STEP: 109/330 -- GLOBAL_STEP: 219450 | > loss_disc: 2.2018723487854004 (2.3203548488266983) | > loss_disc_real_0: 0.0803370252251625 (0.10880558787409318) | > loss_disc_real_1: 0.1905001401901245 (0.19921053781968742) | > loss_disc_real_2: 0.1853131502866745 (0.21175726127187047) | > loss_disc_real_3: 0.22682583332061768 (0.2265376876527016) | > loss_disc_real_4: 0.21212583780288696 (0.22649749894754603) | > loss_disc_real_5: 0.2356726974248886 (0.2149404149263277) | > loss_0: 2.2018723487854004 (2.3203548488266983) | > grad_norm_0: tensor(17.9417, device='cuda:0') (tensor(12.2410, device='cuda:0')) | > loss_gen: 2.686048746109009 (2.5353421596212127) | > loss_kl: 1.7891695499420166 (1.881515298414668) | > loss_feat: 7.667593479156494 (7.264009908798638) | > loss_mel: 18.461193084716797 (18.23241013343182) | > loss_duration: 1.985396146774292 (2.03003774104862) | > loss_1: 32.58940124511719 (31.943315086014774) | > grad_norm_1: tensor(253.7966, device='cuda:0') (tensor(141.2010, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3582 (0.3721715813383051) | > loader_time: 0.0036 (0.00389214393195756)  --> TIME: 2024-06-11 08:33:55 -- STEP: 134/330 -- GLOBAL_STEP: 219475 | > loss_disc: 2.315258026123047 (2.326679859588397) | > loss_disc_real_0: 0.13090479373931885 (0.10965986672177244) | > loss_disc_real_1: 0.18072031438350677 (0.19972048455209876) | > loss_disc_real_2: 0.17645005881786346 (0.21334499999213574) | > loss_disc_real_3: 0.23219704627990723 (0.22721244728387288) | > loss_disc_real_4: 0.21673482656478882 (0.22594583768453172) | > loss_disc_real_5: 0.19503463804721832 (0.21533986792635565) | > loss_0: 2.315258026123047 (2.326679859588397) | > grad_norm_0: tensor(36.7532, device='cuda:0') (tensor(13.7079, device='cuda:0')) | > loss_gen: 2.511350393295288 (2.532458171915652) | > loss_kl: 1.8677568435668945 (1.8843006429387563) | > loss_feat: 8.331866264343262 (7.2485311351605315) | > loss_mel: 18.58979606628418 (18.258887433294046) | > loss_duration: 2.043064594268799 (2.03237734356923) | > loss_1: 33.343833923339844 (31.956554640584915) | > grad_norm_1: tensor(356.9764, device='cuda:0') (tensor(163.8436, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3699 (0.3716866614213631) | > loader_time: 0.004 (0.0039506349990616986)  --> TIME: 2024-06-11 08:34:05 -- STEP: 159/330 -- GLOBAL_STEP: 219500 | > loss_disc: 2.2978761196136475 (2.333866471764427) | > loss_disc_real_0: 0.08981903642416 (0.1112357348484813) | > loss_disc_real_1: 0.1694633662700653 (0.2003208231063759) | > loss_disc_real_2: 0.20428289473056793 (0.21365969951422709) | > loss_disc_real_3: 0.19816045463085175 (0.22768446109579793) | > loss_disc_real_4: 0.20950540900230408 (0.22617012477895748) | > loss_disc_real_5: 0.22518767416477203 (0.21607266010353404) | > loss_0: 2.2978761196136475 (2.333866471764427) | > grad_norm_0: tensor(29.6461, device='cuda:0') (tensor(16.3502, device='cuda:0')) | > loss_gen: 2.645874261856079 (2.53230996251856) | > loss_kl: 1.783003568649292 (1.8832682063744504) | > loss_feat: 7.533810138702393 (7.254235138683199) | > loss_mel: 18.407039642333984 (18.26614389479536) | > loss_duration: 2.038478374481201 (2.0334367647111056) | > loss_1: 32.408206939697266 (31.969393856120558) | > grad_norm_1: tensor(487.5560, device='cuda:0') (tensor(191.1423, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3715 (0.37210243303071033) | > loader_time: 0.0049 (0.004024862493359069) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_219500.pth  --> TIME: 2024-06-11 08:34:19 -- STEP: 184/330 -- GLOBAL_STEP: 219525 | > loss_disc: 2.338243007659912 (2.336362039265426) | > loss_disc_real_0: 0.0572822131216526 (0.11202921552340621) | > loss_disc_real_1: 0.21052458882331848 (0.20026976477516734) | > loss_disc_real_2: 0.17524535953998566 (0.21390219461982665) | > loss_disc_real_3: 0.2264045923948288 (0.2278990867021291) | > loss_disc_real_4: 0.23069092631340027 (0.22677463374060133) | > loss_disc_real_5: 0.21407365798950195 (0.21644120695798297) | > loss_0: 2.338243007659912 (2.336362039265426) | > grad_norm_0: tensor(9.8673, device='cuda:0') (tensor(19.2648, device='cuda:0')) | > loss_gen: 2.53430438041687 (2.5357365530470157) | > loss_kl: 1.8234647512435913 (1.8907715866099233) | > loss_feat: 7.531419277191162 (7.2528602817784185) | > loss_mel: 18.44441795349121 (18.210986489835005) | > loss_duration: 2.0860581398010254 (2.039451175409816) | > loss_1: 32.41966247558594 (31.929805952569712) | > grad_norm_1: tensor(164.1720, device='cuda:0') (tensor(210.6678, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.3768 (0.3749668637047644) | > loader_time: 0.0044 (0.004116447075553564)  --> TIME: 2024-06-11 08:34:29 -- STEP: 209/330 -- GLOBAL_STEP: 219550 | > loss_disc: 2.481344699859619 (2.3403519717129804) | > loss_disc_real_0: 0.16911374032497406 (0.11341618967541096) | > loss_disc_real_1: 0.18631768226623535 (0.20106624337759885) | > loss_disc_real_2: 0.21284982562065125 (0.21413078447848416) | > loss_disc_real_3: 0.24609021842479706 (0.22793127895827497) | > loss_disc_real_4: 0.21040970087051392 (0.22628881315295205) | > loss_disc_real_5: 0.2677498459815979 (0.21730040156384978) | > loss_0: 2.481344699859619 (2.3403519717129804) | > grad_norm_0: tensor(49.7977, device='cuda:0') (tensor(21.4401, device='cuda:0')) | > loss_gen: 2.2141237258911133 (2.541490496630876) | > loss_kl: 2.0247442722320557 (1.8955391143497669) | > loss_feat: 6.803902626037598 (7.256048252708034) | > loss_mel: 17.601696014404297 (18.183861499768142) | > loss_duration: 2.1105074882507324 (2.046533735174883) | > loss_1: 30.754974365234375 (31.923472956607217) | > grad_norm_1: tensor(264.6937, device='cuda:0') (tensor(230.9715, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.4184 (0.3789794262516442) | > loader_time: 0.0056 (0.004240091907921022)  --> TIME: 2024-06-11 08:34:40 -- STEP: 234/330 -- GLOBAL_STEP: 219575 | > loss_disc: 2.345360279083252 (2.3394085943189444) | > loss_disc_real_0: 0.117386095225811 (0.11392092908549513) | > loss_disc_real_1: 0.1907115876674652 (0.20093555296333426) | > loss_disc_real_2: 0.23598110675811768 (0.21365957140413105) | > loss_disc_real_3: 0.23877032101154327 (0.22786779924590364) | > loss_disc_real_4: 0.24953287839889526 (0.2267640503680604) | > loss_disc_real_5: 0.23593884706497192 (0.21740646813160336) | > loss_0: 2.345360279083252 (2.3394085943189444) | > grad_norm_0: tensor(34.1069, device='cuda:0') (tensor(22.8154, device='cuda:0')) | > loss_gen: 2.577030897140503 (2.538414081956588) | > loss_kl: 1.8318841457366943 (1.895740888057611) | > loss_feat: 7.057335376739502 (7.237613058497763) | > loss_mel: 17.579065322875977 (18.127322376283843) | > loss_duration: 2.130002975463867 (2.0545598380586023) | > loss_1: 31.175317764282227 (31.853650109380737) | > grad_norm_1: tensor(295.0432, device='cuda:0') (tensor(242.2683, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.4172 (0.3827439893005241) | > loader_time: 0.0058 (0.004414224217080665)  --> TIME: 2024-06-11 08:34:51 -- STEP: 259/330 -- GLOBAL_STEP: 219600 | > loss_disc: 2.3708629608154297 (2.3421668619722937) | > loss_disc_real_0: 0.10549895465373993 (0.11469707560355138) | > loss_disc_real_1: 0.2009706199169159 (0.20141082438262733) | > loss_disc_real_2: 0.21422259509563446 (0.2141977016414915) | > loss_disc_real_3: 0.2130199521780014 (0.22777018411279185) | > loss_disc_real_4: 0.2187313288450241 (0.22676281619486202) | > loss_disc_real_5: 0.1841907501220703 (0.21731199186050756) | > loss_0: 2.3708629608154297 (2.3421668619722937) | > grad_norm_0: tensor(15.1551, device='cuda:0') (tensor(22.5205, device='cuda:0')) | > loss_gen: 2.375047206878662 (2.534042947540874) | > loss_kl: 1.9036839008331299 (1.8981111454687523) | > loss_feat: 7.629772186279297 (7.245752978969264) | > loss_mel: 18.31637191772461 (18.09546814553988) | > loss_duration: 2.156601905822754 (2.061615156851219) | > loss_1: 32.38147735595703 (31.834990284157534) | > grad_norm_1: tensor(117.5457, device='cuda:0') (tensor(247.2182, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.4193 (0.3867726970363308) | > loader_time: 0.006 (0.0045415342544496765)  --> TIME: 2024-06-11 08:35:02 -- STEP: 284/330 -- GLOBAL_STEP: 219625 | > loss_disc: 2.3859548568725586 (2.3447455612706465) | > loss_disc_real_0: 0.06869061291217804 (0.11639055473283982) | > loss_disc_real_1: 0.22240497171878815 (0.20104854753319645) | > loss_disc_real_2: 0.19091229140758514 (0.21399247042939695) | > loss_disc_real_3: 0.22552762925624847 (0.22787299516125464) | > loss_disc_real_4: 0.20322217047214508 (0.22642004070147662) | > loss_disc_real_5: 0.20796316862106323 (0.21745725642417518) | > loss_0: 2.3859548568725586 (2.3447455612706465) | > grad_norm_0: tensor(43.0458, device='cuda:0') (tensor(24.9819, device='cuda:0')) | > loss_gen: 2.3535687923431396 (2.5303704150965545) | > loss_kl: 1.9015295505523682 (1.8993110589578117) | > loss_feat: 6.777731418609619 (7.24047994445747) | > loss_mel: 17.445348739624023 (18.051529212736764) | > loss_duration: 2.1764700412750244 (2.070525120681439) | > loss_1: 30.65464973449707 (31.792215723386953) | > grad_norm_1: tensor(254.9051, device='cuda:0') (tensor(260.6049, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.455 (0.39140921747180785) | > loader_time: 0.0062 (0.004674810758778748)  --> TIME: 2024-06-11 08:35:14 -- STEP: 309/330 -- GLOBAL_STEP: 219650 | > loss_disc: 2.491757392883301 (2.3477441091753524) | > loss_disc_real_0: 0.18702930212020874 (0.11761583686839415) | > loss_disc_real_1: 0.18126265704631805 (0.20134235527908914) | > loss_disc_real_2: 0.22926642000675201 (0.2141267005776125) | > loss_disc_real_3: 0.23379801213741302 (0.2279789918448933) | > loss_disc_real_4: 0.25035184621810913 (0.22657641498402098) | > loss_disc_real_5: 0.212497740983963 (0.21776079779496857) | > loss_0: 2.491757392883301 (2.3477441091753524) | > grad_norm_0: tensor(69.3827, device='cuda:0') (tensor(26.8135, device='cuda:0')) | > loss_gen: 2.3575520515441895 (2.5313931468235267) | > loss_kl: 1.9781266450881958 (1.9045071293235212) | > loss_feat: 7.321043014526367 (7.252315189460335) | > loss_mel: 17.569839477539062 (17.997098305464576) | > loss_duration: 2.2620656490325928 (2.081809607138526) | > loss_1: 31.48862648010254 (31.76712336740833) | > grad_norm_1: tensor(425.9859, device='cuda:0') (tensor(272.7129, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.5028 (0.3983241161482235) | > loader_time: 0.0074 (0.004857911261154227)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3758673667907715 (2.3758673667907715) | > loss_disc_real_0: 0.09158205986022949 (0.09158205986022949) | > loss_disc_real_1: 0.1917637586593628 (0.1917637586593628) | > loss_disc_real_2: 0.33338606357574463 (0.33338606357574463) | > loss_disc_real_3: 0.23530647158622742 (0.23530647158622742) | > loss_disc_real_4: 0.2041182518005371 (0.2041182518005371) | > loss_disc_real_5: 0.1972234845161438 (0.1972234845161438) | > loss_0: 2.3758673667907715 (2.3758673667907715) | > loss_gen: 2.3079991340637207 (2.3079991340637207) | > loss_kl: 1.2564526796340942 (1.2564526796340942) | > loss_feat: 6.333118438720703 (6.333118438720703) | > loss_mel: 17.619749069213867 (17.619749069213867) | > loss_duration: 2.858337879180908 (2.858337879180908) | > loss_1: 30.375656127929688 (30.375656127929688)  --> STEP: 1 | > loss_disc: 2.2433199882507324 (2.2433199882507324) | > loss_disc_real_0: 0.07565930485725403 (0.07565930485725403) | > loss_disc_real_1: 0.17744626104831696 (0.17744626104831696) | > loss_disc_real_2: 0.19007012248039246 (0.19007012248039246) | > loss_disc_real_3: 0.18711523711681366 (0.18711523711681366) | > loss_disc_real_4: 0.27031490206718445 (0.27031490206718445) | > loss_disc_real_5: 0.26031970977783203 (0.26031970977783203) | > loss_0: 2.2433199882507324 (2.2433199882507324) | > loss_gen: 2.2639544010162354 (2.2639544010162354) | > loss_kl: 2.7151684761047363 (2.7151684761047363) | > loss_feat: 5.014476299285889 (5.014476299285889) | > loss_mel: 16.613740921020508 (16.613740921020508) | > loss_duration: 2.436739683151245 (2.436739683151245) | > loss_1: 29.044078826904297 (29.044078826904297)  --> STEP: 2 | > loss_disc: 2.3478517532348633 (2.295585870742798) | > loss_disc_real_0: 0.07733407616615295 (0.07649669051170349) | > loss_disc_real_1: 0.1671472191810608 (0.17229674011468887) | > loss_disc_real_2: 0.30380162596702576 (0.2469358742237091) | > loss_disc_real_3: 0.2693970799446106 (0.22825615853071213) | > loss_disc_real_4: 0.25258180499076843 (0.26144835352897644) | > loss_disc_real_5: 0.20652897655963898 (0.2334243431687355) | > loss_0: 2.3478517532348633 (2.295585870742798) | > loss_gen: 2.4689929485321045 (2.36647367477417) | > loss_kl: 2.8787431716918945 (2.7969558238983154) | > loss_feat: 5.684361934661865 (5.349419116973877) | > loss_mel: 19.443870544433594 (18.02880573272705) | > loss_duration: 2.431382179260254 (2.4340609312057495) | > loss_1: 32.9073486328125 (30.9757137298584)  --> STEP: 3 | > loss_disc: 2.271155834197998 (2.2874425252278647) | > loss_disc_real_0: 0.08512900769710541 (0.07937412957350413) | > loss_disc_real_1: 0.16688908636569977 (0.17049418886502585) | > loss_disc_real_2: 0.2586055099964142 (0.2508257528146108) | > loss_disc_real_3: 0.20778807997703552 (0.2214334656794866) | > loss_disc_real_4: 0.24157413840293884 (0.25482361515363056) | > loss_disc_real_5: 0.2275974303483963 (0.2314820388952891) | > loss_0: 2.271155834197998 (2.2874425252278647) | > loss_gen: 2.3467440605163574 (2.3598971366882324) | > loss_kl: 2.7101030349731445 (2.768004894256592) | > loss_feat: 7.299398899078369 (5.999412377675374) | > loss_mel: 18.528451919555664 (18.195354461669922) | > loss_duration: 2.2421536445617676 (2.3700918356577554) | > loss_1: 33.126853942871094 (31.692760467529297)  --> STEP: 4 | > loss_disc: 2.2245421409606934 (2.2717174291610718) | > loss_disc_real_0: 0.06640602648258209 (0.07613210380077362) | > loss_disc_real_1: 0.10284557938575745 (0.15358203649520874) | > loss_disc_real_2: 0.22689415514469147 (0.24484285339713097) | > loss_disc_real_3: 0.22843588888645172 (0.22318407148122787) | > loss_disc_real_4: 0.23419888317584991 (0.2496674321591854) | > loss_disc_real_5: 0.24896030128002167 (0.23585160449147224) | > loss_0: 2.2245421409606934 (2.2717174291610718) | > loss_gen: 2.436835765838623 (2.37913179397583) | > loss_kl: 3.2367429733276367 (2.885189414024353) | > loss_feat: 8.410909652709961 (6.602286696434021) | > loss_mel: 18.462757110595703 (18.262205123901367) | > loss_duration: 2.301927089691162 (2.353050649166107) | > loss_1: 34.84917068481445 (32.481863021850586)  --> STEP: 5 | > loss_disc: 2.106985092163086 (2.2387709617614746) | > loss_disc_real_0: 0.0898926630616188 (0.07888421565294265) | > loss_disc_real_1: 0.1408286839723587 (0.15103136599063874) | > loss_disc_real_2: 0.22506651282310486 (0.24088758528232573) | > loss_disc_real_3: 0.22811783850193024 (0.22417082488536835) | > loss_disc_real_4: 0.16143105924129486 (0.2320201575756073) | > loss_disc_real_5: 0.22171442210674286 (0.23302416801452636) | > loss_0: 2.106985092163086 (2.2387709617614746) | > loss_gen: 2.5160739421844482 (2.406520223617554) | > loss_kl: 2.4450855255126953 (2.7971686363220214) | > loss_feat: 7.317020893096924 (6.745233535766602) | > loss_mel: 19.785429000854492 (18.56684989929199) | > loss_duration: 2.3039066791534424 (2.3432218551635744) | > loss_1: 34.367515563964844 (32.85899353027344)  --> STEP: 6 | > loss_disc: 2.579674243927002 (2.295588175455729) | > loss_disc_real_0: 0.12643098831176758 (0.08680867776274681) | > loss_disc_real_1: 0.14553676545619965 (0.1501155992348989) | > loss_disc_real_2: 0.2742910087108612 (0.24645482252041498) | > loss_disc_real_3: 0.24014322459697723 (0.22683289150396982) | > loss_disc_real_4: 0.24383240938186646 (0.23398886620998383) | > loss_disc_real_5: 0.19310742616653442 (0.2263713777065277) | > loss_0: 2.579674243927002 (2.295588175455729) | > loss_gen: 2.0582706928253174 (2.348478635152181) | > loss_kl: 2.519681692123413 (2.75092081228892) | > loss_feat: 5.444875717163086 (6.528507232666016) | > loss_mel: 18.2880802154541 (18.52038828531901) | > loss_duration: 2.134713649749756 (2.3084704875946045) | > loss_1: 30.44562339782715 (32.45676517486572)  --> STEP: 7 | > loss_disc: 2.38246750831604 (2.3079995087214877) | > loss_disc_real_0: 0.11269733309745789 (0.09050705709627696) | > loss_disc_real_1: 0.16467435657978058 (0.15219542171273912) | > loss_disc_real_2: 0.21281114220619202 (0.24164858247552598) | > loss_disc_real_3: 0.25954434275627136 (0.23150595596858434) | > loss_disc_real_4: 0.23019494116306305 (0.23344687691756658) | > loss_disc_real_5: 0.2157067358493805 (0.22484785744122096) | > loss_0: 2.38246750831604 (2.3079995087214877) | > loss_gen: 2.136270761489868 (2.3181632246289934) | > loss_kl: 3.5899131298065186 (2.870776857648577) | > loss_feat: 8.731865882873535 (6.843272754124233) | > loss_mel: 19.95178985595703 (18.724874223981583) | > loss_duration: 2.4882559776306152 (2.3341541290283203) | > loss_1: 36.898094177246094 (33.09124074663435)  --> STEP: 8 | > loss_disc: 2.4840636253356934 (2.3300075232982635) | > loss_disc_real_0: 0.1141221821308136 (0.09345894772559404) | > loss_disc_real_1: 0.14378345012664795 (0.15114392526447773) | > loss_disc_real_2: 0.2542004883289337 (0.24321757070720196) | > loss_disc_real_3: 0.26989680528640747 (0.23630481213331223) | > loss_disc_real_4: 0.25595352053642273 (0.2362602073699236) | > loss_disc_real_5: 0.28346696496009827 (0.23217524588108063) | > loss_0: 2.4840636253356934 (2.3300075232982635) | > loss_gen: 2.2844271659851074 (2.3139462172985077) | > loss_kl: 2.7860453128814697 (2.8601854145526886) | > loss_feat: 9.448019981384277 (7.168866157531738) | > loss_mel: 18.129472732543945 (18.65044903755188) | > loss_duration: 2.177332878112793 (2.3145514726638794) | > loss_1: 34.82529830932617 (33.307997941970825)  --> STEP: 9 | > loss_disc: 2.398770809173584 (2.337647888395521) | > loss_disc_real_0: 0.16954405605793 (0.10191284865140915) | > loss_disc_real_1: 0.09445357322692871 (0.1448449972603056) | > loss_disc_real_2: 0.15842026472091675 (0.23379564781983694) | > loss_disc_real_3: 0.2164260596036911 (0.23409606185224321) | > loss_disc_real_4: 0.2966308295726776 (0.24296805428134072) | > loss_disc_real_5: 0.16168630123138428 (0.22434314092000326) | > loss_0: 2.398770809173584 (2.337647888395521) | > loss_gen: 2.2725472450256348 (2.309346331490411) | > loss_kl: 2.555152416229248 (2.8262928591834173) | > loss_feat: 11.327657699584961 (7.630954106648763) | > loss_mel: 19.48558807373047 (18.743242263793945) | > loss_duration: 2.1378445625305176 (2.2949173715379505) | > loss_1: 37.77879333496094 (33.80475298563639)  --> STEP: 10 | > loss_disc: 2.2860403060913086 (2.3324871301651) | > loss_disc_real_0: 0.09960700571537018 (0.10168226435780525) | > loss_disc_real_1: 0.1818978190422058 (0.14855027943849564) | > loss_disc_real_2: 0.26974785327911377 (0.23739086836576462) | > loss_disc_real_3: 0.1778637021780014 (0.22847282588481904) | > loss_disc_real_4: 0.20519405603408813 (0.23919065445661544) | > loss_disc_real_5: 0.22130358219146729 (0.22403918504714965) | > loss_0: 2.2860403060913086 (2.3324871301651) | > loss_gen: 2.342989683151245 (2.312710666656494) | > loss_kl: 2.094696521759033 (2.753133225440979) | > loss_feat: 6.811691761016846 (7.5490278720855715) | > loss_mel: 18.028303146362305 (18.67174835205078) | > loss_duration: 2.3058605194091797 (2.2960116863250732) | > loss_1: 31.583541870117188 (33.58263187408447)  --> STEP: 11 | > loss_disc: 2.464219331741333 (2.3444627848538486) | > loss_disc_real_0: 0.12100379914045334 (0.10343876751986417) | > loss_disc_real_1: 0.12556986510753632 (0.1464611508629539) | > loss_disc_real_2: 0.23564736545085907 (0.2372323681007732) | > loss_disc_real_3: 0.21919643878936768 (0.22762951796705072) | > loss_disc_real_4: 0.31723153591156006 (0.2462852800434286) | > loss_disc_real_5: 0.3027443289756775 (0.23119419813156128) | > loss_0: 2.464219331741333 (2.3444627848538486) | > loss_gen: 2.1982691287994385 (2.302306890487671) | > loss_kl: 2.7465996742248535 (2.752539266239513) | > loss_feat: 6.204249858856201 (7.4267753254283555) | > loss_mel: 17.01214599609375 (18.52087541060014) | > loss_duration: 2.459507465362549 (2.3108749389648438) | > loss_1: 30.620771408081055 (33.313371831720524)  --> STEP: 12 | > loss_disc: 2.336995840072632 (2.343840539455414) | > loss_disc_real_0: 0.09352996200323105 (0.10261303372681141) | > loss_disc_real_1: 0.18528364598751068 (0.1496963587900003) | > loss_disc_real_2: 0.19062794744968414 (0.2333486663798491) | > loss_disc_real_3: 0.23447591066360474 (0.22820005069176355) | > loss_disc_real_4: 0.2179051786661148 (0.24392027159531912) | > loss_disc_real_5: 0.21463070809841156 (0.22981390729546547) | > loss_0: 2.336995840072632 (2.343840539455414) | > loss_gen: 2.1428329944610596 (2.28901739915212) | > loss_kl: 2.583777666091919 (2.738475799560547) | > loss_feat: 5.77906608581543 (7.289466222127278) | > loss_mel: 17.471656799316406 (18.433440526326496) | > loss_duration: 2.2301785945892334 (2.3041502436002097) | > loss_1: 30.20751190185547 (33.05455017089844)  --> STEP: 13 | > loss_disc: 2.3055200576782227 (2.3408928100879374) | > loss_disc_real_0: 0.0881212055683136 (0.10149827771461926) | > loss_disc_real_1: 0.24296559393405914 (0.15687091533954328) | > loss_disc_real_2: 0.2095816433429718 (0.23152043383855087) | > loss_disc_real_3: 0.2117430865764618 (0.22693413037520188) | > loss_disc_real_4: 0.19461612403392792 (0.2401276448598275) | > loss_disc_real_5: 0.18937820196151733 (0.2267034684236233) | > loss_0: 2.3055200576782227 (2.3408928100879374) | > loss_gen: 2.3511643409729004 (2.293797933138334) | > loss_kl: 2.363093852996826 (2.7096002652094913) | > loss_feat: 6.852960109710693 (7.255888828864465) | > loss_mel: 16.07415771484375 (18.251957233135517) | > loss_duration: 2.1524667739868164 (2.2924822843991794) | > loss_1: 29.793842315673828 (32.80372648972731)  --> STEP: 14 | > loss_disc: 2.497162342071533 (2.352054919515337) | > loss_disc_real_0: 0.08290888369083405 (0.10017046385577746) | > loss_disc_real_1: 0.18451665341854095 (0.15884561091661453) | > loss_disc_real_2: 0.16498656570911407 (0.22676801468644822) | > loss_disc_real_3: 0.2307923138141632 (0.22720971490655625) | > loss_disc_real_4: 0.2791370153427124 (0.24291402846574783) | > loss_disc_real_5: 0.2520003020763397 (0.22851038511310304) | > loss_0: 2.497162342071533 (2.352054919515337) | > loss_gen: 1.9752126932144165 (2.27104184457234) | > loss_kl: 3.484463691711426 (2.7649476528167725) | > loss_feat: 5.033984661102295 (7.097181388310024) | > loss_mel: 19.246662139892578 (18.323007583618164) | > loss_duration: 2.39176082611084 (2.299573608807155) | > loss_1: 32.132083892822266 (32.75575201851981)  --> STEP: 15 | > loss_disc: 2.3854777812957764 (2.3542831103007) | > loss_disc_real_0: 0.10105489194393158 (0.10022942572832108) | > loss_disc_real_1: 0.1452711522579193 (0.15794064700603486) | > loss_disc_real_2: 0.21219010651111603 (0.2257961541414261) | > loss_disc_real_3: 0.25429075956344604 (0.22901511788368226) | > loss_disc_real_4: 0.23674900829792023 (0.24250302712122598) | > loss_disc_real_5: 0.1903058886528015 (0.2259634186824163) | > loss_0: 2.3854777812957764 (2.3542831103007) | > loss_gen: 2.120543956756592 (2.2610086520512898) | > loss_kl: 3.647149085998535 (2.8237610816955567) | > loss_feat: 6.747299671173096 (7.073855940500895) | > loss_mel: 16.596996307373047 (18.207940165201823) | > loss_duration: 2.3199071884155273 (2.3009291807810466) | > loss_1: 31.431896209716797 (32.667494964599605)  --> STEP: 16 | > loss_disc: 2.42490816116333 (2.3586971759796143) | > loss_disc_real_0: 0.12200672179460526 (0.10159050673246384) | > loss_disc_real_1: 0.17211437225341797 (0.1588265048339963) | > loss_disc_real_2: 0.28746992349624634 (0.22965076472610235) | > loss_disc_real_3: 0.27796420454978943 (0.23207443580031395) | > loss_disc_real_4: 0.24893666803836823 (0.24290512967854738) | > loss_disc_real_5: 0.27961379289627075 (0.22931656707078218) | > loss_0: 2.42490816116333 (2.3586971759796143) | > loss_gen: 2.499755382537842 (2.2759303227066994) | > loss_kl: 2.8383102416992188 (2.8246704041957855) | > loss_feat: 7.111497402191162 (7.076208531856537) | > loss_mel: 17.168113708496094 (18.142951011657715) | > loss_duration: 2.366248846054077 (2.305011659860611) | > loss_1: 31.98392677307129 (32.62477195262909)  --> STEP: 17 | > loss_disc: 2.3332948684692383 (2.357202922596651) | > loss_disc_real_0: 0.04957366734743118 (0.09853069265099133) | > loss_disc_real_1: 0.1328699141740799 (0.15729964655988357) | > loss_disc_real_2: 0.15859787166118622 (0.22547118278110728) | > loss_disc_real_3: 0.24286235868930817 (0.23270901949966655) | > loss_disc_real_4: 0.21554680168628693 (0.24129581626723795) | > loss_disc_real_5: 0.2223525196313858 (0.22890691722140594) | > loss_0: 2.3332948684692383 (2.357202922596651) | > loss_gen: 2.0925443172454834 (2.2651429106207455) | > loss_kl: 2.5414674282073975 (2.8080114056082333) | > loss_feat: 6.185514450073242 (7.023814762339873) | > loss_mel: 18.818017959594727 (18.182660832124597) | > loss_duration: 2.4421417713165283 (2.3130781370050766) | > loss_1: 32.07968521118164 (32.59270802666159)  --> STEP: 18 | > loss_disc: 2.3355321884155273 (2.355998992919922) | > loss_disc_real_0: 0.10664783418178558 (0.09898164495825768) | > loss_disc_real_1: 0.17819719016551971 (0.15846062120464113) | > loss_disc_real_2: 0.25910961627960205 (0.22733998464213478) | > loss_disc_real_3: 0.2437824159860611 (0.23332420819335514) | > loss_disc_real_4: 0.22586137056350708 (0.24043834706147513) | > loss_disc_real_5: 0.19684551656246185 (0.22712572829590905) | > loss_0: 2.3355321884155273 (2.355998992919922) | > loss_gen: 2.3796379566192627 (2.271503746509552) | > loss_kl: 2.679708957672119 (2.800883491834005) | > loss_feat: 7.833162307739258 (7.0687785148620605) | > loss_mel: 17.08098602294922 (18.1214566760593) | > loss_duration: 2.2518301010131836 (2.3096754683388605) | > loss_1: 32.22532653808594 (32.572297943962944)  --> STEP: 19 | > loss_disc: 2.5602614879608154 (2.366749650553653) | > loss_disc_real_0: 0.11722877621650696 (0.09994202028763921) | > loss_disc_real_1: 0.1954842358827591 (0.16040923250348946) | > loss_disc_real_2: 0.29765012860298157 (0.23104051853481092) | > loss_disc_real_3: 0.1813100129365921 (0.23058661896931498) | > loss_disc_real_4: 0.23883995413780212 (0.2403542211181239) | > loss_disc_real_5: 0.2525424063205719 (0.22846344819194392) | > loss_0: 2.5602614879608154 (2.366749650553653) | > loss_gen: 2.405535936355591 (2.2785580722909224) | > loss_kl: 1.9128440618515015 (2.7541445744665047) | > loss_feat: 8.166268348693848 (7.1265411376953125) | > loss_mel: 17.624544143676758 (18.09530338488127) | > loss_duration: 2.2826709747314453 (2.308254179201628) | > loss_1: 32.39186096191406 (32.56280126069721)  --> STEP: 20 | > loss_disc: 2.0612144470214844 (2.3514728903770448) | > loss_disc_real_0: 0.1661834418773651 (0.10325409136712552) | > loss_disc_real_1: 0.17111049592494965 (0.16094429567456248) | > loss_disc_real_2: 0.20659101009368896 (0.22981804311275483) | > loss_disc_real_3: 0.22491461038589478 (0.23030301854014396) | > loss_disc_real_4: 0.21358004212379456 (0.23901551216840744) | > loss_disc_real_5: 0.20163285732269287 (0.22712191864848136) | > loss_0: 2.0612144470214844 (2.3514728903770448) | > loss_gen: 2.913114070892334 (2.310285872220993) | > loss_kl: 2.3044075965881348 (2.7316577255725862) | > loss_feat: 8.015446662902832 (7.1709864139556885) | > loss_mel: 19.02163314819336 (18.141619873046874) | > loss_duration: 2.277275323867798 (2.3067052364349365) | > loss_1: 34.53187561035156 (32.66125497817993)  --> STEP: 21 | > loss_disc: 2.438612222671509 (2.3556223823910667) | > loss_disc_real_0: 0.06480047851800919 (0.10142296694573902) | > loss_disc_real_1: 0.2420879453420639 (0.16480827899206255) | > loss_disc_real_2: 0.3003721833229065 (0.23317776407514298) | > loss_disc_real_3: 0.2536114752292633 (0.23141294504914964) | > loss_disc_real_4: 0.26655149459838867 (0.240326749426978) | > loss_disc_real_5: 0.1761108636856079 (0.22469282079310643) | > loss_0: 2.438612222671509 (2.3556223823910667) | > loss_gen: 2.3088996410369873 (2.310219861212231) | > loss_kl: 2.174391746520996 (2.705121250379653) | > loss_feat: 5.556801795959473 (7.094120479765392) | > loss_mel: 15.459952354431152 (18.01392141977946) | > loss_duration: 2.1173415184020996 (2.297687916528611) | > loss_1: 27.617387771606445 (32.421070825485955)  --> STEP: 22 | > loss_disc: 2.1837592124938965 (2.3478104201230137) | > loss_disc_real_0: 0.06728054583072662 (0.09987103871323845) | > loss_disc_real_1: 0.14942920207977295 (0.16410923004150393) | > loss_disc_real_2: 0.16499075293540955 (0.23007835447788239) | > loss_disc_real_3: 0.22008931636810303 (0.2308982346545566) | > loss_disc_real_4: 0.24473676085472107 (0.2405272044918754) | > loss_disc_real_5: 0.2452913373708725 (0.2256291170011867) | > loss_0: 2.1837592124938965 (2.3478104201230137) | > loss_gen: 2.5356171131134033 (2.3204651908441023) | > loss_kl: 1.9164338111877441 (2.6692718213254754) | > loss_feat: 7.665702819824219 (7.120101495222612) | > loss_mel: 19.505409240722656 (18.081716320731424) | > loss_duration: 2.151672840118408 (2.2910508676008745) | > loss_1: 33.774837493896484 (32.48260567405007)  --> STEP: 23 | > loss_disc: 2.617022752761841 (2.3595153041507886) | > loss_disc_real_0: 0.1252828985452652 (0.10097590218419614) | > loss_disc_real_1: 0.18879719078540802 (0.16518261963906497) | > loss_disc_real_2: 0.32326680421829224 (0.2341300262057263) | > loss_disc_real_3: 0.25630655884742737 (0.23200294440207275) | > loss_disc_real_4: 0.20155230164527893 (0.2388326434985451) | > loss_disc_real_5: 0.19853779673576355 (0.2244512335113857) | > loss_0: 2.617022752761841 (2.3595153041507886) | > loss_gen: 2.0459227561950684 (2.308528563250666) | > loss_kl: 2.5947868824005127 (2.6660333457200425) | > loss_feat: 6.343861103057861 (7.086351912954579) | > loss_mel: 15.238962173461914 (17.958118314328402) | > loss_duration: 2.244306802749634 (2.2890185169551684) | > loss_1: 28.46784019470215 (32.30805065320886)  --> STEP: 24 | > loss_disc: 2.1247758865356445 (2.349734495083491) | > loss_disc_real_0: 0.08824179321527481 (0.10044531431049109) | > loss_disc_real_1: 0.139748677611351 (0.1641228720545769) | > loss_disc_real_2: 0.1656600832939148 (0.23127711191773415) | > loss_disc_real_3: 0.1748046875 (0.2296196836978197) | > loss_disc_real_4: 0.13542157411575317 (0.2345238489409288) | > loss_disc_real_5: 0.17813105881214142 (0.22252122623225054) | > loss_0: 2.1247758865356445 (2.349734495083491) | > loss_gen: 2.2222650051116943 (2.304934248328209) | > loss_kl: 1.9368400573730469 (2.6356502920389175) | > loss_feat: 10.685376167297363 (7.236311256885529) | > loss_mel: 18.76706886291504 (17.991824587186176) | > loss_duration: 2.4029626846313477 (2.2937661906083426) | > loss_1: 36.01451110839844 (32.46248650550842)  --> STEP: 25 | > loss_disc: 2.35331654548645 (2.3498777770996093) | > loss_disc_real_0: 0.0793343186378479 (0.09960087448358536) | > loss_disc_real_1: 0.19343629479408264 (0.16529540896415715) | > loss_disc_real_2: 0.23451349139213562 (0.2314065670967102) | > loss_disc_real_3: 0.2701256573200226 (0.23123992264270782) | > loss_disc_real_4: 0.2537902295589447 (0.23529450416564943) | > loss_disc_real_5: 0.2678828835487366 (0.22433569252490998) | > loss_0: 2.35331654548645 (2.3498777770996093) | > loss_gen: 2.290076732635498 (2.3043399477005004) | > loss_kl: 2.5827226638793945 (2.6335331869125365) | > loss_feat: 6.592849254608154 (7.210572776794433) | > loss_mel: 18.89606475830078 (18.02799419403076) | > loss_duration: 2.3487319946289062 (2.295964822769165) | > loss_1: 32.710445404052734 (32.472404861450194)  --> STEP: 26 | > loss_disc: 2.0713911056518555 (2.339166751274696) | > loss_disc_real_0: 0.11862523853778839 (0.1003325807933624) | > loss_disc_real_1: 0.17352819442749023 (0.1656120545589007) | > loss_disc_real_2: 0.13206316530704498 (0.22758566702787691) | > loss_disc_real_3: 0.1512823849916458 (0.2281646327330516) | > loss_disc_real_4: 0.1543484330177307 (0.2321811937368833) | > loss_disc_real_5: 0.1816045492887497 (0.22269218701582688) | > loss_0: 2.0713911056518555 (2.339166751274696) | > loss_gen: 2.739830255508423 (2.321089574923882) | > loss_kl: 2.402899742126465 (2.62466266980538) | > loss_feat: 14.204791069030762 (7.479581172649677) | > loss_mel: 18.54671287536621 (18.047944912543663) | > loss_duration: 2.296175241470337 (2.295972915796133) | > loss_1: 40.19041061401367 (32.76925123654879) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023929247489342317 (-1.1957608736478699e-05) | > avg_loss_disc: 2.339166751274696 (-0.06302603391500616) | > avg_loss_disc_real_0: 0.1003325807933624 (+0.019655804651287884) | > avg_loss_disc_real_1: 0.1656120545589007 (-0.01706705987453458) | > avg_loss_disc_real_2: 0.22758566702787691 (+0.0329040025289242) | > avg_loss_disc_real_3: 0.2281646327330516 (-0.0031567333409419362) | > avg_loss_disc_real_4: 0.2321811937368833 (+0.03586660053294438) | > avg_loss_disc_real_5: 0.22269218701582688 (-0.006848155592496574) | > avg_loss_0: 2.339166751274696 (-0.06302603391500616) | > avg_loss_gen: 2.321089574923882 (+0.20779946217170098) | > avg_loss_kl: 2.62466266980538 (-0.05942324033150337) | > avg_loss_feat: 7.479581172649677 (-0.12409239548903184) | > avg_loss_mel: 18.047944912543663 (-0.5236385785616378) | > avg_loss_duration: 2.295972915796133 (-0.03216615090003483) | > avg_loss_1: 32.76925123654879 (-0.5315206234271699)  > EPOCH: 399/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:35:46)   --> TIME: 2024-06-11 08:35:49 -- STEP: 4/330 -- GLOBAL_STEP: 219675 | > loss_disc: 2.310467004776001 (2.311747431755066) | > loss_disc_real_0: 0.12194003909826279 (0.11045108921825886) | > loss_disc_real_1: 0.20441079139709473 (0.19710683077573776) | > loss_disc_real_2: 0.20755626261234283 (0.19080527871847153) | > loss_disc_real_3: 0.19384290277957916 (0.19886022061109543) | > loss_disc_real_4: 0.234157994389534 (0.2240915447473526) | > loss_disc_real_5: 0.2321937084197998 (0.20680387690663338) | > loss_0: 2.310467004776001 (2.311747431755066) | > grad_norm_0: tensor(9.8113, device='cuda:0') (tensor(7.9824, device='cuda:0')) | > loss_gen: 2.4288763999938965 (2.5316434502601624) | > loss_kl: 1.9140032529830933 (1.8554123640060425) | > loss_feat: 6.863476753234863 (6.905933499336243) | > loss_mel: 17.548105239868164 (18.255620002746582) | > loss_duration: 2.2306599617004395 (2.227532744407654) | > loss_1: 30.98512077331543 (31.776142597198486) | > grad_norm_1: tensor(127.8533, device='cuda:0') (tensor(89.3963, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3561 (0.3562580943107605) | > loader_time: 0.0029 (0.003016650676727295)  --> TIME: 2024-06-11 08:35:58 -- STEP: 29/330 -- GLOBAL_STEP: 219700 | > loss_disc: 2.218672037124634 (2.3125001479839455) | > loss_disc_real_0: 0.11713267862796783 (0.10541726854340784) | > loss_disc_real_1: 0.17942844331264496 (0.19694445102379243) | > loss_disc_real_2: 0.22197318077087402 (0.20914496070352093) | > loss_disc_real_3: 0.20937910676002502 (0.22363747091128908) | > loss_disc_real_4: 0.21178390085697174 (0.2262920362168345) | > loss_disc_real_5: 0.21087439358234406 (0.21743613943971438) | > loss_0: 2.218672037124634 (2.3125001479839455) | > grad_norm_0: tensor(6.7819, device='cuda:0') (tensor(9.2604, device='cuda:0')) | > loss_gen: 2.70916748046875 (2.5346084134332063) | > loss_kl: 2.0795345306396484 (1.839348583385862) | > loss_feat: 7.3516435623168945 (7.177571888627677) | > loss_mel: 18.319717407226562 (18.2482563544964) | > loss_duration: 2.056321144104004 (2.075922382288966) | > loss_1: 32.51638412475586 (31.875707692113416) | > grad_norm_1: tensor(100.9998, device='cuda:0') (tensor(112.7488, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3409 (0.36228377243568155) | > loader_time: 0.0034 (0.0033475448345315867)  --> TIME: 2024-06-11 08:36:07 -- STEP: 54/330 -- GLOBAL_STEP: 219725 | > loss_disc: 2.368417978286743 (2.337819757284942) | > loss_disc_real_0: 0.13251616060733795 (0.1061973087489605) | > loss_disc_real_1: 0.17394644021987915 (0.19713678404136944) | > loss_disc_real_2: 0.21940886974334717 (0.21022180743791438) | > loss_disc_real_3: 0.25108081102371216 (0.23037599441077974) | > loss_disc_real_4: 0.20600470900535583 (0.22774712603401254) | > loss_disc_real_5: 0.20628437399864197 (0.219686738870762) | > loss_0: 2.368417978286743 (2.337819757284942) | > grad_norm_0: tensor(17.6643, device='cuda:0') (tensor(8.6157, device='cuda:0')) | > loss_gen: 2.587128162384033 (2.521435194545322) | > loss_kl: 1.8378117084503174 (1.8391481991167422) | > loss_feat: 7.48111629486084 (7.196544382307264) | > loss_mel: 18.967166900634766 (18.207622033578385) | > loss_duration: 2.006345510482788 (2.045144919995908) | > loss_1: 32.87956619262695 (31.809894667731392) | > grad_norm_1: tensor(277.1264, device='cuda:0') (tensor(100.9302, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3545 (0.3628985396137943) | > loader_time: 0.0034 (0.00340878963470459)  --> TIME: 2024-06-11 08:36:17 -- STEP: 79/330 -- GLOBAL_STEP: 219750 | > loss_disc: 2.3573524951934814 (2.3471346142925795) | > loss_disc_real_0: 0.11386482417583466 (0.1100039147312128) | > loss_disc_real_1: 0.18155387043952942 (0.19783947154690953) | > loss_disc_real_2: 0.1879962533712387 (0.21130715027640137) | > loss_disc_real_3: 0.2759907841682434 (0.22924717355378066) | > loss_disc_real_4: 0.2593749165534973 (0.22993430570711063) | > loss_disc_real_5: 0.21979790925979614 (0.22111004817334912) | > loss_0: 2.3573524951934814 (2.3471346142925795) | > grad_norm_0: tensor(9.4566, device='cuda:0') (tensor(10.0435, device='cuda:0')) | > loss_gen: 2.420875072479248 (2.5024745403965816) | > loss_kl: 1.921352505683899 (1.8640525627739821) | > loss_feat: 7.056962490081787 (7.177565991124021) | > loss_mel: 18.21724510192871 (18.200878191597855) | > loss_duration: 1.9966933727264404 (2.034559038620961) | > loss_1: 31.613128662109375 (31.77953034413012) | > grad_norm_1: tensor(75.0814, device='cuda:0') (tensor(113.4165, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3872 (0.36705491814432256) | > loader_time: 0.0038 (0.003544550907762745)  --> TIME: 2024-06-11 08:36:27 -- STEP: 104/330 -- GLOBAL_STEP: 219775 | > loss_disc: 2.2709407806396484 (2.34602399285023) | > loss_disc_real_0: 0.10627440363168716 (0.11112737404898955) | > loss_disc_real_1: 0.1712905913591385 (0.19761276144820916) | > loss_disc_real_2: 0.2511425018310547 (0.21228398683552557) | > loss_disc_real_3: 0.23898065090179443 (0.22942474899956813) | > loss_disc_real_4: 0.2557615339756012 (0.2297660460552344) | > loss_disc_real_5: 0.22006657719612122 (0.22051732886869174) | > loss_0: 2.2709407806396484 (2.34602399285023) | > grad_norm_0: tensor(7.6139, device='cuda:0') (tensor(9.5280, device='cuda:0')) | > loss_gen: 2.6842808723449707 (2.5041881753848148) | > loss_kl: 2.023524761199951 (1.8687289632283723) | > loss_feat: 7.874190330505371 (7.165914251254155) | > loss_mel: 17.924612045288086 (18.16283572637118) | > loss_duration: 2.0673840045928955 (2.03249598466433) | > loss_1: 32.57398986816406 (31.73416304588318) | > grad_norm_1: tensor(53.8050, device='cuda:0') (tensor(104.5353, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3614 (0.3709782384909115) | > loader_time: 0.004 (0.0036069957109598014)  --> TIME: 2024-06-11 08:36:36 -- STEP: 129/330 -- GLOBAL_STEP: 219800 | > loss_disc: 2.3264920711517334 (2.344950415367304) | > loss_disc_real_0: 0.12242944538593292 (0.11204467292210853) | > loss_disc_real_1: 0.20355801284313202 (0.1976946357839792) | > loss_disc_real_2: 0.20877838134765625 (0.21259444547716036) | > loss_disc_real_3: 0.24383381009101868 (0.22970080237055934) | > loss_disc_real_4: 0.2351660430431366 (0.22873836443867795) | > loss_disc_real_5: 0.22462278604507446 (0.21965968897638394) | > loss_0: 2.3264920711517334 (2.344950415367304) | > grad_norm_0: tensor(6.5422, device='cuda:0') (tensor(9.2744, device='cuda:0')) | > loss_gen: 2.518240451812744 (2.4986520183178804) | > loss_kl: 1.699336051940918 (1.8683876926584762) | > loss_feat: 6.5730204582214355 (7.1838186766750125) | > loss_mel: 18.44743537902832 (18.174281127693124) | > loss_duration: 2.018728733062744 (2.032706622929537) | > loss_1: 31.256759643554688 (31.75784604863603) | > grad_norm_1: tensor(80.2178, device='cuda:0') (tensor(103.1047, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3813 (0.37272565494212057) | > loader_time: 0.0047 (0.00367773410885833)  --> TIME: 2024-06-11 08:36:46 -- STEP: 154/330 -- GLOBAL_STEP: 219825 | > loss_disc: 2.317594528198242 (2.34139942658412) | > loss_disc_real_0: 0.11004394292831421 (0.1128371110210171) | > loss_disc_real_1: 0.20184208452701569 (0.1973312147832537) | > loss_disc_real_2: 0.19102700054645538 (0.21191329586428476) | > loss_disc_real_3: 0.25228220224380493 (0.22896866026249799) | > loss_disc_real_4: 0.25727641582489014 (0.22820172507267494) | > loss_disc_real_5: 0.2560234069824219 (0.21927067550358834) | > loss_0: 2.317594528198242 (2.34139942658412) | > grad_norm_0: tensor(9.5738, device='cuda:0') (tensor(9.7449, device='cuda:0')) | > loss_gen: 2.668788194656372 (2.5014637491919776) | > loss_kl: 1.8506200313568115 (1.8726069137647554) | > loss_feat: 6.96928596496582 (7.19497637934499) | > loss_mel: 17.398544311523438 (18.169234796003863) | > loss_duration: 2.0286028385162354 (2.0344496446770526) | > loss_1: 30.915842056274414 (31.77273144660058) | > grad_norm_1: tensor(66.4373, device='cuda:0') (tensor(106.0768, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.376 (0.37381015350292246) | > loader_time: 0.0039 (0.0037677566726486405)  --> TIME: 2024-06-11 08:36:56 -- STEP: 179/330 -- GLOBAL_STEP: 219850 | > loss_disc: 2.27213454246521 (2.3431957287495373) | > loss_disc_real_0: 0.12073555588722229 (0.11440732221863123) | > loss_disc_real_1: 0.22910501062870026 (0.19806998019111896) | > loss_disc_real_2: 0.23175664246082306 (0.2118579169225426) | > loss_disc_real_3: 0.21009518206119537 (0.22874062404286263) | > loss_disc_real_4: 0.19819281995296478 (0.22823228766132334) | > loss_disc_real_5: 0.21265162527561188 (0.2197684977807146) | > loss_0: 2.27213454246521 (2.3431957287495373) | > grad_norm_0: tensor(15.7226, device='cuda:0') (tensor(11.0015, device='cuda:0')) | > loss_gen: 2.554079532623291 (2.4968566827933887) | > loss_kl: 1.9578014612197876 (1.8793230756035064) | > loss_feat: 8.150533676147461 (7.175882904223224) | > loss_mel: 17.320219039916992 (18.145113651978903) | > loss_duration: 2.073882579803467 (2.040028688627915) | > loss_1: 32.056514739990234 (31.73720494062541) | > grad_norm_1: tensor(481.9601, device='cuda:0') (tensor(124.6824, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.3888 (0.37550563652422175) | > loader_time: 0.0048 (0.0038708721459244882)  --> TIME: 2024-06-11 08:37:06 -- STEP: 204/330 -- GLOBAL_STEP: 219875 | > loss_disc: 2.364670753479004 (2.3431873064415143) | > loss_disc_real_0: 0.08508600294589996 (0.11482169880878691) | > loss_disc_real_1: 0.1495806872844696 (0.19799736054504627) | > loss_disc_real_2: 0.22497092187404633 (0.21169225425989016) | > loss_disc_real_3: 0.21032977104187012 (0.22880793852256795) | > loss_disc_real_4: 0.17320764064788818 (0.22785234436684965) | > loss_disc_real_5: 0.194584921002388 (0.21992985020373382) | > loss_0: 2.364670753479004 (2.3431873064415143) | > grad_norm_0: tensor(17.7397, device='cuda:0') (tensor(13.5280, device='cuda:0')) | > loss_gen: 2.55116605758667 (2.502245858603833) | > loss_kl: 1.99370539188385 (1.885489623336231) | > loss_feat: 8.451498031616211 (7.205258998216367) | > loss_mel: 18.1243896484375 (18.11444182489432) | > loss_duration: 2.0464208126068115 (2.047022988398869) | > loss_1: 33.167179107666016 (31.754459268906537) | > grad_norm_1: tensor(275.4466, device='cuda:0') (tensor(148.3228, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.4092 (0.37805595584944185) | > loader_time: 0.0052 (0.003984383508270862)  --> TIME: 2024-06-11 08:37:16 -- STEP: 229/330 -- GLOBAL_STEP: 219900 | > loss_disc: 2.2748124599456787 (2.3425366826453082) | > loss_disc_real_0: 0.08977363258600235 (0.11452298832642459) | > loss_disc_real_1: 0.2066485732793808 (0.19861395325202616) | > loss_disc_real_2: 0.1978217512369156 (0.21150235851258686) | > loss_disc_real_3: 0.21120809018611908 (0.2285226559404723) | > loss_disc_real_4: 0.19233708083629608 (0.22783598538048924) | > loss_disc_real_5: 0.2130117118358612 (0.22032544212049793) | > loss_0: 2.2748124599456787 (2.3425366826453082) | > grad_norm_0: tensor(84.7642, device='cuda:0') (tensor(15.6802, device='cuda:0')) | > loss_gen: 2.4739484786987305 (2.5089759285272994) | > loss_kl: 2.070336103439331 (1.8864728706892921) | > loss_feat: 7.377329349517822 (7.207825937645925) | > loss_mel: 18.502628326416016 (18.080532098961708) | > loss_duration: 2.1414682865142822 (2.0546282436129295) | > loss_1: 32.565711975097656 (31.738435053929493) | > grad_norm_1: tensor(496.3931, device='cuda:0') (tensor(168.0928, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.4166 (0.38149035133128606) | > loader_time: 0.0053 (0.004112118716843785)  --> TIME: 2024-06-11 08:37:27 -- STEP: 254/330 -- GLOBAL_STEP: 219925 | > loss_disc: 2.266648292541504 (2.3406432716865258) | > loss_disc_real_0: 0.06527440249919891 (0.11472375368274103) | > loss_disc_real_1: 0.21887032687664032 (0.19825523733858055) | > loss_disc_real_2: 0.26084649562835693 (0.21254746375356132) | > loss_disc_real_3: 0.24720236659049988 (0.2284641571518943) | > loss_disc_real_4: 0.21274174749851227 (0.2270812398101401) | > loss_disc_real_5: 0.20092085003852844 (0.21997328489784182) | > loss_0: 2.266648292541504 (2.3406432716865258) | > grad_norm_0: tensor(34.2645, device='cuda:0') (tensor(18.3173, device='cuda:0')) | > loss_gen: 2.5356669425964355 (2.516374023880546) | > loss_kl: 1.9097543954849243 (1.8888630876390953) | > loss_feat: 8.107688903808594 (7.230421141376645) | > loss_mel: 17.570966720581055 (18.0572386613981) | > loss_duration: 2.098696708679199 (2.061357198268408) | > loss_1: 32.222774505615234 (31.754254108338845) | > grad_norm_1: tensor(372.0872, device='cuda:0') (tensor(188.9799, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.43 (0.38583944632312445) | > loader_time: 0.0052 (0.004255267578785815)  --> TIME: 2024-06-11 08:37:39 -- STEP: 279/330 -- GLOBAL_STEP: 219950 | > loss_disc: 2.3963212966918945 (2.3414340523408743) | > loss_disc_real_0: 0.052827849984169006 (0.11654114838035304) | > loss_disc_real_1: 0.21329566836357117 (0.19855152545864013) | > loss_disc_real_2: 0.23947960138320923 (0.2124273138768356) | > loss_disc_real_3: 0.2445315718650818 (0.22811970013230504) | > loss_disc_real_4: 0.25721901655197144 (0.22665384053970322) | > loss_disc_real_5: 0.2031385749578476 (0.21930952519712485) | > loss_0: 2.3963212966918945 (2.3414340523408743) | > grad_norm_0: tensor(29.6070, device='cuda:0') (tensor(21.3823, device='cuda:0')) | > loss_gen: 2.4048616886138916 (2.521798273141239) | > loss_kl: 2.031012535095215 (1.8939178126687217) | > loss_feat: 8.096487998962402 (7.247122867133027) | > loss_mel: 17.858970642089844 (18.01544136813037) | > loss_duration: 2.1461434364318848 (2.070153237670979) | > loss_1: 32.5374755859375 (31.74843353353521) | > grad_norm_1: tensor(340.7346, device='cuda:0') (tensor(210.0727, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.4383 (0.39106989077769727) | > loader_time: 0.0058 (0.0044167323779034364)  --> TIME: 2024-06-11 08:37:51 -- STEP: 304/330 -- GLOBAL_STEP: 219975 | > loss_disc: 2.2468860149383545 (2.3436925183785604) | > loss_disc_real_0: 0.1539226919412613 (0.11702581673958584) | > loss_disc_real_1: 0.17357738316059113 (0.19882977234297683) | > loss_disc_real_2: 0.1821412891149521 (0.21239805442134002) | > loss_disc_real_3: 0.20407164096832275 (0.22829939567140842) | > loss_disc_real_4: 0.2039133906364441 (0.22703927779864325) | > loss_disc_real_5: 0.15491676330566406 (0.2197665165815699) | > loss_0: 2.2468860149383545 (2.3436925183785604) | > grad_norm_0: tensor(41.0718, device='cuda:0') (tensor(23.2241, device='cuda:0')) | > loss_gen: 2.5372567176818848 (2.520366402833086) | > loss_kl: 2.008382558822632 (1.901693843305111) | > loss_feat: 8.48167610168457 (7.256562581187801) | > loss_mel: 17.607349395751953 (17.963816118867772) | > loss_duration: 2.221574544906616 (2.080354894854519) | > loss_1: 32.856239318847656 (31.72279383634266) | > grad_norm_1: tensor(570.3155, device='cuda:0') (tensor(226.9348, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.4922 (0.3975363922746557) | > loader_time: 0.0072 (0.004599251245197498)  --> TIME: 2024-06-11 08:38:18 -- STEP: 329/330 -- GLOBAL_STEP: 220000 | > loss_disc: 2.5979692935943604 (2.3482034387559523) | > loss_disc_real_0: 0.18886114656925201 (0.11819475554043037) | > loss_disc_real_1: 0.36088046431541443 (0.20026696348806283) | > loss_disc_real_2: 0.15160080790519714 (0.21229095734361444) | > loss_disc_real_3: 0.21042506396770477 (0.2280975794447954) | > loss_disc_real_4: 0.31740444898605347 (0.22760506862021507) | > loss_disc_real_5: 0.1935754120349884 (0.21998127438920614) | > loss_0: 2.5979692935943604 (2.3482034387559523) | > grad_norm_0: tensor(11.1769, device='cuda:0') (tensor(22.7261, device='cuda:0')) | > loss_gen: 2.1974191665649414 (2.515247011619499) | > loss_kl: 2.1393375396728516 (1.9096060984040466) | > loss_feat: 10.488513946533203 (7.344613608618276) | > loss_mel: 18.65097999572754 (17.94922426623777) | > loss_duration: 2.2601325511932373 (2.094129760576961) | > loss_1: 35.73638153076172 (31.8128207592254) | > grad_norm_1: tensor(106.7481, device='cuda:0') (tensor(226.5076, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 12.7826 (0.4488641201181614) | > loader_time: 0.0336 (0.005063894671872035) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_220000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6836071014404297 (2.6836071014404297) | > loss_disc_real_0: 0.10201994329690933 (0.10201994329690933) | > loss_disc_real_1: 0.21370303630828857 (0.21370303630828857) | > loss_disc_real_2: 0.2909272611141205 (0.2909272611141205) | > loss_disc_real_3: 0.2592158317565918 (0.2592158317565918) | > loss_disc_real_4: 0.276119589805603 (0.276119589805603) | > loss_disc_real_5: 0.3326857388019562 (0.3326857388019562) | > loss_0: 2.6836071014404297 (2.6836071014404297) | > loss_gen: 2.1303014755249023 (2.1303014755249023) | > loss_kl: 2.784635305404663 (2.784635305404663) | > loss_feat: 4.718234539031982 (4.718234539031982) | > loss_mel: 15.94294548034668 (15.94294548034668) | > loss_duration: 2.7840819358825684 (2.7840819358825684) | > loss_1: 28.360200881958008 (28.360200881958008)  --> STEP: 1 | > loss_disc: 2.1013307571411133 (2.1013307571411133) | > loss_disc_real_0: 0.08818642050027847 (0.08818642050027847) | > loss_disc_real_1: 0.14787983894348145 (0.14787983894348145) | > loss_disc_real_2: 0.19296392798423767 (0.19296392798423767) | > loss_disc_real_3: 0.20489023625850677 (0.20489023625850677) | > loss_disc_real_4: 0.15044516324996948 (0.15044516324996948) | > loss_disc_real_5: 0.1920406073331833 (0.1920406073331833) | > loss_0: 2.1013307571411133 (2.1013307571411133) | > loss_gen: 2.2686076164245605 (2.2686076164245605) | > loss_kl: 2.2387375831604004 (2.2387375831604004) | > loss_feat: 7.1170654296875 (7.1170654296875) | > loss_mel: 18.622425079345703 (18.622425079345703) | > loss_duration: 2.391951084136963 (2.391951084136963) | > loss_1: 32.63878631591797 (32.63878631591797)  --> STEP: 2 | > loss_disc: 2.416414976119995 (2.258872866630554) | > loss_disc_real_0: 0.08076734840869904 (0.08447688445448875) | > loss_disc_real_1: 0.1938742846250534 (0.17087706178426743) | > loss_disc_real_2: 0.22754913568496704 (0.21025653183460236) | > loss_disc_real_3: 0.209520161151886 (0.20720519870519638) | > loss_disc_real_4: 0.21823406219482422 (0.18433961272239685) | > loss_disc_real_5: 0.2946091592311859 (0.2433248832821846) | > loss_0: 2.416414976119995 (2.258872866630554) | > loss_gen: 2.2974586486816406 (2.2830331325531006) | > loss_kl: 3.237508773803711 (2.7381231784820557) | > loss_feat: 6.743900775909424 (6.930483102798462) | > loss_mel: 20.211822509765625 (19.417123794555664) | > loss_duration: 2.430366039276123 (2.411158561706543) | > loss_1: 34.921058654785156 (33.77992248535156)  --> STEP: 3 | > loss_disc: 2.1663079261779785 (2.228017886479696) | > loss_disc_real_0: 0.0790892094373703 (0.08268099278211594) | > loss_disc_real_1: 0.1878962367773056 (0.17655012011528015) | > loss_disc_real_2: 0.2817692458629608 (0.23409410317738852) | > loss_disc_real_3: 0.2381497472524643 (0.21752004822095236) | > loss_disc_real_4: 0.2050374448299408 (0.19123889009157816) | > loss_disc_real_5: 0.2553797662258148 (0.247343177596728) | > loss_0: 2.1663079261779785 (2.228017886479696) | > loss_gen: 2.6575140953063965 (2.4078601201375327) | > loss_kl: 2.437765121459961 (2.6380038261413574) | > loss_feat: 6.4537506103515625 (6.771572271982829) | > loss_mel: 17.92159652709961 (18.918614705403645) | > loss_duration: 2.239475727081299 (2.353930950164795) | > loss_1: 31.710102081298828 (33.08998235066732)  --> STEP: 4 | > loss_disc: 2.4504947662353516 (2.2836371064186096) | > loss_disc_real_0: 0.09455783665180206 (0.08565020374953747) | > loss_disc_real_1: 0.18861263990402222 (0.17956575006246567) | > loss_disc_real_2: 0.2602600157260895 (0.24063558131456375) | > loss_disc_real_3: 0.2574629783630371 (0.22750578075647354) | > loss_disc_real_4: 0.20757952332496643 (0.19532404839992523) | > loss_disc_real_5: 0.22407309710979462 (0.24152565747499466) | > loss_0: 2.4504947662353516 (2.2836371064186096) | > loss_gen: 2.3972630500793457 (2.405210852622986) | > loss_kl: 3.1893723011016846 (2.775845944881439) | > loss_feat: 8.128765106201172 (7.1108704805374146) | > loss_mel: 18.75510597229004 (18.877737522125244) | > loss_duration: 2.29445219039917 (2.3390612602233887) | > loss_1: 34.764957427978516 (33.50872611999512)  --> STEP: 5 | > loss_disc: 2.3611819744110107 (2.2991460800170898) | > loss_disc_real_0: 0.10638780146837234 (0.08979772329330445) | > loss_disc_real_1: 0.1660742610692978 (0.1768674522638321) | > loss_disc_real_2: 0.2469336837530136 (0.2418952018022537) | > loss_disc_real_3: 0.2225269079208374 (0.2265100061893463) | > loss_disc_real_4: 0.23765292763710022 (0.20378982424736022) | > loss_disc_real_5: 0.28827646374702454 (0.2508758187294006) | > loss_0: 2.3611819744110107 (2.2991460800170898) | > loss_gen: 2.4031169414520264 (2.404792070388794) | > loss_kl: 2.3461692333221436 (2.6899106025695803) | > loss_feat: 5.497340679168701 (6.788164520263672) | > loss_mel: 17.989177703857422 (18.70002555847168) | > loss_duration: 2.356417179107666 (2.342532444000244) | > loss_1: 30.592220306396484 (32.92542495727539)  --> STEP: 6 | > loss_disc: 2.3670971393585205 (2.310471256573995) | > loss_disc_real_0: 0.10668231546878815 (0.0926118219892184) | > loss_disc_real_1: 0.21920867264270782 (0.18392432232697806) | > loss_disc_real_2: 0.2663474380970001 (0.2459705745180448) | > loss_disc_real_3: 0.2588309347629547 (0.23189682761828104) | > loss_disc_real_4: 0.24441350996494293 (0.21056043853362402) | > loss_disc_real_5: 0.273537278175354 (0.2546527286370595) | > loss_0: 2.3670971393585205 (2.310471256573995) | > loss_gen: 2.5632412433624268 (2.4312002658843994) | > loss_kl: 2.726445436477661 (2.6959997415542603) | > loss_feat: 6.264789581298828 (6.700935363769531) | > loss_mel: 17.876054763793945 (18.56269709269206) | > loss_duration: 2.099562883377075 (2.302037517229716) | > loss_1: 31.53009605407715 (32.692870140075684)  --> STEP: 7 | > loss_disc: 1.8762001991271973 (2.248432534081595) | > loss_disc_real_0: 0.06643988192081451 (0.08887297340801784) | > loss_disc_real_1: 0.21074776351451874 (0.18775624249662673) | > loss_disc_real_2: 0.20757649838924408 (0.24048570649964468) | > loss_disc_real_3: 0.1392855942249298 (0.21866665141923086) | > loss_disc_real_4: 0.11400038748979568 (0.19676614552736282) | > loss_disc_real_5: 0.11857829988002777 (0.23521352452891214) | > loss_0: 1.8762001991271973 (2.248432534081595) | > loss_gen: 2.776261568069458 (2.480494737625122) | > loss_kl: 3.2647860050201416 (2.7772549220493863) | > loss_feat: 8.510821342468262 (6.959490503583636) | > loss_mel: 19.255033493041992 (18.66160229274205) | > loss_duration: 2.524871587753296 (2.3338709558759416) | > loss_1: 36.33177185058594 (33.21271324157715)  --> STEP: 8 | > loss_disc: 2.4787397384643555 (2.2772209346294403) | > loss_disc_real_0: 0.1521633416414261 (0.09678426943719387) | > loss_disc_real_1: 0.24010565876960754 (0.19429991953074932) | > loss_disc_real_2: 0.2785913050174713 (0.24524890631437302) | > loss_disc_real_3: 0.24007219076156616 (0.22134234383702278) | > loss_disc_real_4: 0.21162371337413788 (0.1986233415082097) | > loss_disc_real_5: 0.1954939365386963 (0.23024857603013515) | > loss_0: 2.4787397384643555 (2.2772209346294403) | > loss_gen: 2.2571358680725098 (2.4525748789310455) | > loss_kl: 2.893611192703247 (2.7917994558811188) | > loss_feat: 6.338135719299316 (6.881821155548096) | > loss_mel: 17.116004943847656 (18.46840262413025) | > loss_duration: 2.2554659843444824 (2.3240703344345093) | > loss_1: 30.860353469848633 (32.918668270111084)  --> STEP: 9 | > loss_disc: 2.54911470413208 (2.307431353463067) | > loss_disc_real_0: 0.15069358050823212 (0.10277419288953145) | > loss_disc_real_1: 0.17740006744861603 (0.19242215818829006) | > loss_disc_real_2: 0.253996878862381 (0.2462209032641517) | > loss_disc_real_3: 0.2593619227409363 (0.22556674149301317) | > loss_disc_real_4: 0.148919478058815 (0.1931006900138325) | > loss_disc_real_5: 0.18909002840518951 (0.22567540407180786) | > loss_0: 2.54911470413208 (2.307431353463067) | > loss_gen: 2.271423816680908 (2.432446983125475) | > loss_kl: 2.222994565963745 (2.7285989125569663) | > loss_feat: 9.100700378417969 (7.128363291422526) | > loss_mel: 19.593597412109375 (18.59342426723904) | > loss_duration: 2.1351547241210938 (2.303079711066352) | > loss_1: 35.32387161254883 (33.1859130859375)  --> STEP: 10 | > loss_disc: 2.275531768798828 (2.304241394996643) | > loss_disc_real_0: 0.19552341103553772 (0.11204911470413208) | > loss_disc_real_1: 0.19761992990970612 (0.19294193536043167) | > loss_disc_real_2: 0.29413023591041565 (0.25101183652877807) | > loss_disc_real_3: 0.2732231914997101 (0.23033238649368287) | > loss_disc_real_4: 0.22410579025745392 (0.19620120003819466) | > loss_disc_real_5: 0.2083396017551422 (0.2239418238401413) | > loss_0: 2.275531768798828 (2.304241394996643) | > loss_gen: 2.7089686393737793 (2.460099148750305) | > loss_kl: 2.297055244445801 (2.68544454574585) | > loss_feat: 6.023462295532227 (7.0178731918334964) | > loss_mel: 17.939952850341797 (18.528077125549316) | > loss_duration: 2.3932082653045654 (2.3120925664901733) | > loss_1: 31.362648010253906 (33.00358657836914)  --> STEP: 11 | > loss_disc: 2.652661085128784 (2.3359159122813833) | > loss_disc_real_0: 0.1465851366519928 (0.1151887530630285) | > loss_disc_real_1: 0.19682754576206207 (0.1932951726696708) | > loss_disc_real_2: 0.36879393458366394 (0.26171929998831317) | > loss_disc_real_3: 0.23334667086601257 (0.23060641234571283) | > loss_disc_real_4: 0.18930649757385254 (0.19557440890507263) | > loss_disc_real_5: 0.27728936076164246 (0.22879159992391412) | > loss_0: 2.652661085128784 (2.3359159122813833) | > loss_gen: 2.1596717834472656 (2.4327875700863926) | > loss_kl: 3.0670597553253174 (2.7201368375258013) | > loss_feat: 7.26494026184082 (7.040333834561435) | > loss_mel: 16.256099700927734 (18.321533723310992) | > loss_duration: 2.4002842903137207 (2.3201099959286777) | > loss_1: 31.148056030273438 (32.83490198308771)  --> STEP: 12 | > loss_disc: 2.6565158367156982 (2.3626325726509094) | > loss_disc_real_0: 0.09811587631702423 (0.11376601333419482) | > loss_disc_real_1: 0.29598337411880493 (0.20185252279043198) | > loss_disc_real_2: 0.307549387216568 (0.26553847392400104) | > loss_disc_real_3: 0.259977251291275 (0.23305398225784302) | > loss_disc_real_4: 0.29595839977264404 (0.20393974147737026) | > loss_disc_real_5: 0.2510007619857788 (0.23064236342906952) | > loss_0: 2.6565158367156982 (2.3626325726509094) | > loss_gen: 2.3096251487731934 (2.4225240349769592) | > loss_kl: 2.503937244415283 (2.7021202047665915) | > loss_feat: 5.352198600769043 (6.899655898412068) | > loss_mel: 17.519319534301758 (18.254682540893555) | > loss_duration: 2.246771812438965 (2.3139984806378684) | > loss_1: 29.931854248046875 (32.59298133850098)  --> STEP: 13 | > loss_disc: 2.4919347763061523 (2.372578896009005) | > loss_disc_real_0: 0.15350237488746643 (0.11682265653060032) | > loss_disc_real_1: 0.17846466600894928 (0.20005345688416407) | > loss_disc_real_2: 0.2899731993675232 (0.26741806818888736) | > loss_disc_real_3: 0.2880130112171173 (0.2372815998700949) | > loss_disc_real_4: 0.1948600858449936 (0.2032413064287259) | > loss_disc_real_5: 0.21975655853748322 (0.2298049938220244) | > loss_0: 2.4919347763061523 (2.372578896009005) | > loss_gen: 2.2262861728668213 (2.407428814814641) | > loss_kl: 2.9618916511535645 (2.7221026237194357) | > loss_feat: 5.801177978515625 (6.815157596881573) | > loss_mel: 18.113086700439453 (18.243790553166317) | > loss_duration: 2.1851534843444824 (2.3040873270768385) | > loss_1: 31.287595748901367 (32.49256706237793)  --> STEP: 14 | > loss_disc: 2.3713300228118896 (2.3724896907806396) | > loss_disc_real_0: 0.08102668076753616 (0.11426580111895289) | > loss_disc_real_1: 0.228097066283226 (0.20205657184123993) | > loss_disc_real_2: 0.2822571396827698 (0.2684780018670218) | > loss_disc_real_3: 0.2685863673686981 (0.2395176546914237) | > loss_disc_real_4: 0.2277461588382721 (0.20499165302940778) | > loss_disc_real_5: 0.344520628452301 (0.23799896772418702) | > loss_0: 2.3713300228118896 (2.3724896907806396) | > loss_gen: 2.5493357181549072 (2.4175650221960887) | > loss_kl: 3.503516912460327 (2.7779179300580705) | > loss_feat: 5.758681774139404 (6.7396950381142755) | > loss_mel: 18.298965454101562 (18.247731617518834) | > loss_duration: 2.4217488765716553 (2.3124917234693254) | > loss_1: 32.532249450683594 (32.495401518685476)  --> STEP: 15 | > loss_disc: 2.636315107345581 (2.390078051884969) | > loss_disc_real_0: 0.1550723910331726 (0.11698624044656754) | > loss_disc_real_1: 0.2643778324127197 (0.20621132254600524) | > loss_disc_real_2: 0.30647361278533936 (0.27101104259490966) | > loss_disc_real_3: 0.29241326451301575 (0.24304402867952982) | > loss_disc_real_4: 0.2272575944662094 (0.20647604912519454) | > loss_disc_real_5: 0.20375719666481018 (0.23571618298689526) | > loss_0: 2.636315107345581 (2.390078051884969) | > loss_gen: 2.3989217281341553 (2.416322135925293) | > loss_kl: 3.3402750492095947 (2.815408404668172) | > loss_feat: 5.109533786773682 (6.631017621358236) | > loss_mel: 16.151165008544922 (18.107960510253907) | > loss_duration: 2.331620216369629 (2.3137669563293457) | > loss_1: 29.33151626586914 (32.284475835164386)  --> STEP: 16 | > loss_disc: 2.1611392498016357 (2.3757693767547607) | > loss_disc_real_0: 0.11001299321651459 (0.11655041249468923) | > loss_disc_real_1: 0.2329542636871338 (0.20788275636732578) | > loss_disc_real_2: 0.22597165405750275 (0.26819608081132174) | > loss_disc_real_3: 0.20772919058799744 (0.24083685129880905) | > loss_disc_real_4: 0.16589346528053284 (0.2039396376349032) | > loss_disc_real_5: 0.2445468306541443 (0.2362680984660983) | > loss_0: 2.1611392498016357 (2.3757693767547607) | > loss_gen: 2.473339080810547 (2.4198856949806213) | > loss_kl: 2.5510473251342773 (2.7988858371973038) | > loss_feat: 6.890261173248291 (6.647220343351364) | > loss_mel: 15.780083656311035 (17.962468206882477) | > loss_duration: 2.345698833465576 (2.31576269865036) | > loss_1: 30.04043197631836 (32.14422309398651)  --> STEP: 17 | > loss_disc: 2.310365676879883 (2.3719221002915325) | > loss_disc_real_0: 0.09834025055170059 (0.11547922649804283) | > loss_disc_real_1: 0.21579213440418243 (0.2083480138989056) | > loss_disc_real_2: 0.30116140842437744 (0.27013521772973675) | > loss_disc_real_3: 0.3037218749523163 (0.24453597033725066) | > loss_disc_real_4: 0.2010754942893982 (0.20377115861457937) | > loss_disc_real_5: 0.23128823935985565 (0.2359751655774958) | > loss_0: 2.310365676879883 (2.3719221002915325) | > loss_gen: 2.690138101577759 (2.435782895368688) | > loss_kl: 2.492353677749634 (2.780854533700382) | > loss_feat: 8.066659927368164 (6.73071678947) | > loss_mel: 18.63825225830078 (18.002220209907083) | > loss_duration: 2.4250006675720215 (2.3221884615281048) | > loss_1: 34.31240463256836 (32.27176318449133)  --> STEP: 18 | > loss_disc: 2.5446577072143555 (2.381518522898356) | > loss_disc_real_0: 0.08058629930019379 (0.11354073054260677) | > loss_disc_real_1: 0.17875725030899048 (0.20670408258835474) | > loss_disc_real_2: 0.25141292810440063 (0.2690950905283292) | > loss_disc_real_3: 0.26249438524246216 (0.24553366005420685) | > loss_disc_real_4: 0.15467563271522522 (0.2010436293979486) | > loss_disc_real_5: 0.25783899426460266 (0.23718982272677952) | > loss_0: 2.5446577072143555 (2.381518522898356) | > loss_gen: 2.302030086517334 (2.4283521837658353) | > loss_kl: 3.2030532360076904 (2.804310017161899) | > loss_feat: 9.974431991577148 (6.910923189587063) | > loss_mel: 18.499603271484375 (18.029852602216934) | > loss_duration: 2.261531352996826 (2.318818622165256) | > loss_1: 36.24065017700195 (32.49225690629747)  --> STEP: 19 | > loss_disc: 2.739220380783081 (2.4003449364712366) | > loss_disc_real_0: 0.1959177851676941 (0.11787636499655874) | > loss_disc_real_1: 0.20911766588687897 (0.20683111328827708) | > loss_disc_real_2: 0.3195158839225769 (0.2717488164964475) | > loss_disc_real_3: 0.3252125084400177 (0.24972728365346006) | > loss_disc_real_4: 0.26515835523605347 (0.20441808865258568) | > loss_disc_real_5: 0.29049161076545715 (0.23999517999197306) | > loss_0: 2.739220380783081 (2.4003449364712366) | > loss_gen: 2.314851999282837 (2.4223784898456775) | > loss_kl: 1.8563300371170044 (2.7544163340016414) | > loss_feat: 6.852352142333984 (6.907840502889533) | > loss_mel: 16.62665367126465 (17.956000026903656) | > loss_duration: 2.3205158710479736 (2.31890795105382) | > loss_1: 29.970703125 (32.35954354938708)  --> STEP: 20 | > loss_disc: 2.1317529678344727 (2.3869153380393984) | > loss_disc_real_0: 0.0819101631641388 (0.11607805490493775) | > loss_disc_real_1: 0.17475014925003052 (0.20522706508636473) | > loss_disc_real_2: 0.17558719217777252 (0.26694073528051376) | > loss_disc_real_3: 0.1789991557598114 (0.2461908772587776) | > loss_disc_real_4: 0.17903563380241394 (0.20314896591007708) | > loss_disc_real_5: 0.19709031283855438 (0.23784993663430215) | > loss_0: 2.1317529678344727 (2.3869153380393984) | > loss_gen: 2.363736629486084 (2.4194463968276976) | > loss_kl: 2.028386116027832 (2.718114823102951) | > loss_feat: 7.347717761993408 (6.929834365844727) | > loss_mel: 20.080768585205078 (18.062238454818726) | > loss_duration: 2.3333444595336914 (2.3196297764778135) | > loss_1: 34.153953552246094 (32.44926404953003)  --> STEP: 21 | > loss_disc: 2.5320589542388916 (2.3938269388108027) | > loss_disc_real_0: 0.11043425649404526 (0.11580930259965715) | > loss_disc_real_1: 0.23672614991664886 (0.20672702150685446) | > loss_disc_real_2: 0.32435470819473267 (0.2696747339907147) | > loss_disc_real_3: 0.28736841678619385 (0.24815171247436887) | > loss_disc_real_4: 0.2770448327064514 (0.20666781670990444) | > loss_disc_real_5: 0.3148064911365509 (0.24151453446774257) | > loss_0: 2.5320589542388916 (2.3938269388108027) | > loss_gen: 2.4497199058532715 (2.420887992495582) | > loss_kl: 1.7136421203613281 (2.670282789639064) | > loss_feat: 5.125353813171387 (6.843906720479329) | > loss_mel: 12.972938537597656 (17.81989083971296) | > loss_duration: 2.178424119949341 (2.3129056975955056) | > loss_1: 24.440080642700195 (32.06787436349051)  --> STEP: 22 | > loss_disc: 2.7200183868408203 (2.408653822812167) | > loss_disc_real_0: 0.09679605066776276 (0.11494506387548013) | > loss_disc_real_1: 0.1596895158290863 (0.2045889530669559) | > loss_disc_real_2: 0.2709461450576782 (0.26973252540284937) | > loss_disc_real_3: 0.2000361531972885 (0.24596464159813794) | > loss_disc_real_4: 0.22175870835781097 (0.20735376633026384) | > loss_disc_real_5: 0.2990809679031372 (0.24413119053298776) | > loss_0: 2.7200183868408203 (2.408653822812167) | > loss_gen: 2.0500402450561523 (2.404031276702881) | > loss_kl: 2.3113014698028564 (2.6539654569192366) | > loss_feat: 9.206010818481445 (6.951275088570335) | > loss_mel: 19.657926559448242 (17.903437917882744) | > loss_duration: 2.204514503479004 (2.3079788251356645) | > loss_1: 35.42979431152344 (32.220688906582915)  --> STEP: 23 | > loss_disc: 2.505537748336792 (2.4128661674001943) | > loss_disc_real_0: 0.12792354822158813 (0.11550934580357178) | > loss_disc_real_1: 0.22603477537631989 (0.2055213801238848) | > loss_disc_real_2: 0.27112042903900146 (0.2697928690392038) | > loss_disc_real_3: 0.3115830719470978 (0.24881761683070142) | > loss_disc_real_4: 0.2035074532032013 (0.20718653532473938) | > loss_disc_real_5: 0.2629866898059845 (0.24495099484920502) | > loss_0: 2.505537748336792 (2.4128661674001943) | > loss_gen: 2.337061643600464 (2.401119553524515) | > loss_kl: 2.137618064880371 (2.631515570308851) | > loss_feat: 5.365573883056641 (6.882331557895826) | > loss_mel: 17.730161666870117 (17.895904167838715) | > loss_duration: 2.306743621826172 (2.3079251206439473) | > loss_1: 29.87715721130371 (32.11879622417947)  --> STEP: 24 | > loss_disc: 2.395916700363159 (2.4121599396069846) | > loss_disc_real_0: 0.07642452418804169 (0.11388081156959136) | > loss_disc_real_1: 0.21980904042720795 (0.2061166993031899) | > loss_disc_real_2: 0.19644109904766083 (0.2667365452895562) | > loss_disc_real_3: 0.27122780680656433 (0.24975137474636236) | > loss_disc_real_4: 0.2161267250776291 (0.20755904323110977) | > loss_disc_real_5: 0.2551795244216919 (0.24537718358139196) | > loss_0: 2.395916700363159 (2.4121599396069846) | > loss_gen: 2.232910394668579 (2.3941108385721845) | > loss_kl: 2.4890077114105225 (2.625577742854754) | > loss_feat: 7.396320343017578 (6.903747757275899) | > loss_mel: 17.564624786376953 (17.88210086027781) | > loss_duration: 2.4489831924438477 (2.3138025403022766) | > loss_1: 32.1318473815918 (32.119340022404984)  --> STEP: 25 | > loss_disc: 2.575399875640869 (2.4186895370483397) | > loss_disc_real_0: 0.17959801852703094 (0.11650949984788894) | > loss_disc_real_1: 0.18036316335201263 (0.20508655786514282) | > loss_disc_real_2: 0.30457013845443726 (0.26824988901615143) | > loss_disc_real_3: 0.2831938564777374 (0.25108907401561736) | > loss_disc_real_4: 0.22519968450069427 (0.20826466888189316) | > loss_disc_real_5: 0.2709644138813019 (0.24640067279338837) | > loss_0: 2.575399875640869 (2.4186895370483397) | > loss_gen: 2.411452054977417 (2.394804487228394) | > loss_kl: 2.8873865604400635 (2.6360500955581667) | > loss_feat: 7.079155445098877 (6.910764064788818) | > loss_mel: 16.688121795654297 (17.834341697692867) | > loss_duration: 2.394935369491577 (2.3170478534698487) | > loss_1: 31.461050033569336 (32.09300842285156)  --> STEP: 26 | > loss_disc: 2.3041622638702393 (2.414284641926105) | > loss_disc_real_0: 0.21766246855258942 (0.12039999864422359) | > loss_disc_real_1: 0.1398734599351883 (0.2025783617909138) | > loss_disc_real_2: 0.16658169031143188 (0.2643395736813545) | > loss_disc_real_3: 0.1484697014093399 (0.2471421750692221) | > loss_disc_real_4: 0.14185266196727753 (0.2057103609236387) | > loss_disc_real_5: 0.15029098093509674 (0.24270414618345407) | > loss_0: 2.3041622638702393 (2.414284641926105) | > loss_gen: 2.023831605911255 (2.380536299485427) | > loss_kl: 2.5322365760803223 (2.6320572678859415) | > loss_feat: 13.84114933013916 (7.17731734422537) | > loss_mel: 20.25217628479004 (17.927335335658142) | > loss_duration: 2.287067413330078 (2.315894759618319) | > loss_1: 40.93646240234375 (32.433141268216644) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024693929232083834 (+7.646817427415164e-05) | > avg_loss_disc: 2.414284641926105 (+0.07511789065140917) | > avg_loss_disc_real_0: 0.12039999864422359 (+0.02006741785086119) | > avg_loss_disc_real_1: 0.2025783617909138 (+0.03696630723201308) | > avg_loss_disc_real_2: 0.2643395736813545 (+0.03675390665347761) | > avg_loss_disc_real_3: 0.2471421750692221 (+0.018977542336170494) | > avg_loss_disc_real_4: 0.2057103609236387 (-0.02647083281324461) | > avg_loss_disc_real_5: 0.24270414618345407 (+0.020011959167627186) | > avg_loss_0: 2.414284641926105 (+0.07511789065140917) | > avg_loss_gen: 2.380536299485427 (+0.05944672456154487) | > avg_loss_kl: 2.6320572678859415 (+0.007394598080561643) | > avg_loss_feat: 7.17731734422537 (-0.3022638284243069) | > avg_loss_mel: 17.927335335658142 (-0.12060957688552065) | > avg_loss_duration: 2.315894759618319 (+0.01992184382218598) | > avg_loss_1: 32.433141268216644 (-0.33610996833214557)  > EPOCH: 400/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:38:30)   --> TIME: 2024-06-11 08:38:39 -- STEP: 24/330 -- GLOBAL_STEP: 220025 | > loss_disc: 2.358665704727173 (2.3212496439615884) | > loss_disc_real_0: 0.14986208081245422 (0.1128620511541764) | > loss_disc_real_1: 0.17564262449741364 (0.19763482610384622) | > loss_disc_real_2: 0.22843347489833832 (0.20746903059383234) | > loss_disc_real_3: 0.24094924330711365 (0.22639733739197254) | > loss_disc_real_4: 0.231220543384552 (0.2289652799566587) | > loss_disc_real_5: 0.20930631458759308 (0.21424907818436623) | > loss_0: 2.358665704727173 (2.3212496439615884) | > grad_norm_0: tensor(6.9128, device='cuda:0') (tensor(9.9276, device='cuda:0')) | > loss_gen: 2.478419780731201 (2.5096457997957864) | > loss_kl: 2.111372232437134 (1.8954446365435917) | > loss_feat: 7.770272254943848 (7.094536304473877) | > loss_mel: 18.19943618774414 (18.17603389422099) | > loss_duration: 1.9930802583694458 (2.086597740650177) | > loss_1: 32.552581787109375 (31.762258450190227) | > grad_norm_1: tensor(69.5516, device='cuda:0') (tensor(110.0331, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.356 (0.35384994745254517) | > loader_time: 0.0031 (0.00326003630956014)  --> TIME: 2024-06-11 08:38:48 -- STEP: 49/330 -- GLOBAL_STEP: 220050 | > loss_disc: 2.3201704025268555 (2.350574118750437) | > loss_disc_real_0: 0.11823678016662598 (0.11516663690610808) | > loss_disc_real_1: 0.17721180617809296 (0.2015297011453278) | > loss_disc_real_2: 0.2269439548254013 (0.21393324921325763) | > loss_disc_real_3: 0.21478226780891418 (0.23123966917699698) | > loss_disc_real_4: 0.21820810437202454 (0.22956565265752832) | > loss_disc_real_5: 0.20539216697216034 (0.21785023078626517) | > loss_0: 2.3201704025268555 (2.350574118750437) | > grad_norm_0: tensor(7.5844, device='cuda:0') (tensor(9.7921, device='cuda:0')) | > loss_gen: 2.360640048980713 (2.484476488463733) | > loss_kl: 1.967207431793213 (1.897392606248661) | > loss_feat: 6.236838340759277 (7.036757109116535) | > loss_mel: 17.96435546875 (18.12150406350895) | > loss_duration: 1.9620871543884277 (2.045731658838232) | > loss_1: 30.49112892150879 (31.58586214026626) | > grad_norm_1: tensor(82.1219, device='cuda:0') (tensor(110.1162, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.3606 (0.35507191443929875) | > loader_time: 0.0037 (0.003374080268704161)  --> TIME: 2024-06-11 08:38:58 -- STEP: 74/330 -- GLOBAL_STEP: 220075 | > loss_disc: 2.3274810314178467 (2.341322573455605) | > loss_disc_real_0: 0.09401620179414749 (0.11321279980443619) | > loss_disc_real_1: 0.24240951240062714 (0.20167382927359762) | > loss_disc_real_2: 0.2355784773826599 (0.21461195317474568) | > loss_disc_real_3: 0.21472352743148804 (0.22934616618865244) | > loss_disc_real_4: 0.2310681790113449 (0.2261907683836447) | > loss_disc_real_5: 0.2148815393447876 (0.21619572188403155) | > loss_0: 2.3274810314178467 (2.341322573455605) | > grad_norm_0: tensor(20.7596, device='cuda:0') (tensor(10.5860, device='cuda:0')) | > loss_gen: 2.5773658752441406 (2.4961592184530725) | > loss_kl: 1.9717398881912231 (1.9009304787661578) | > loss_feat: 7.287639617919922 (7.140440270707414) | > loss_mel: 17.65616798400879 (18.17763766726932) | > loss_duration: 1.9546597003936768 (2.0291000314660965) | > loss_1: 31.447572708129883 (31.74426795340873) | > grad_norm_1: tensor(261.2618, device='cuda:0') (tensor(125.4591, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.3666 (0.3570094334112632) | > loader_time: 0.0036 (0.0034676564706338417)  --> TIME: 2024-06-11 08:39:07 -- STEP: 99/330 -- GLOBAL_STEP: 220100 | > loss_disc: 2.3171474933624268 (2.3404600981510058) | > loss_disc_real_0: 0.07968895882368088 (0.11230574789071324) | > loss_disc_real_1: 0.21802391111850739 (0.20170225353554042) | > loss_disc_real_2: 0.23877623677253723 (0.21419603881811855) | > loss_disc_real_3: 0.26207926869392395 (0.22962023754312536) | > loss_disc_real_4: 0.26202332973480225 (0.22675555899287714) | > loss_disc_real_5: 0.25756359100341797 (0.21750429107083213) | > loss_0: 2.3171474933624268 (2.3404600981510058) | > grad_norm_0: tensor(14.2031, device='cuda:0') (tensor(10.7236, device='cuda:0')) | > loss_gen: 2.6685266494750977 (2.495505140285298) | > loss_kl: 1.8782539367675781 (1.9128886425133906) | > loss_feat: 7.617591857910156 (7.108359707726373) | > loss_mel: 18.481260299682617 (18.101654861912582) | > loss_duration: 2.0298476219177246 (2.0271143010168355) | > loss_1: 32.675479888916016 (31.64552282082914) | > grad_norm_1: tensor(213.3741, device='cuda:0') (tensor(140.1534, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.3724 (0.35938400692409944) | > loader_time: 0.0039 (0.003546064550226385)  --> TIME: 2024-06-11 08:39:16 -- STEP: 124/330 -- GLOBAL_STEP: 220125 | > loss_disc: 2.3438925743103027 (2.3366843192808098) | > loss_disc_real_0: 0.1219371035695076 (0.11220411649875102) | > loss_disc_real_1: 0.19038821756839752 (0.19941942610086932) | > loss_disc_real_2: 0.26433783769607544 (0.2133496031165123) | > loss_disc_real_3: 0.22721220552921295 (0.22934437879631597) | > loss_disc_real_4: 0.22711320221424103 (0.22665327042341232) | > loss_disc_real_5: 0.24159416556358337 (0.21794504648254764) | > loss_0: 2.3438925743103027 (2.3366843192808098) | > grad_norm_0: tensor(6.3918, device='cuda:0') (tensor(11.2658, device='cuda:0')) | > loss_gen: 2.5521903038024902 (2.5006798505783077) | > loss_kl: 1.935505747795105 (1.9168035176492506) | > loss_feat: 7.63102912902832 (7.140935640181264) | > loss_mel: 18.807350158691406 (18.127102328884988) | > loss_duration: 2.039486885070801 (2.028963910956536) | > loss_1: 32.9655647277832 (31.71448539918469) | > grad_norm_1: tensor(53.0925, device='cuda:0') (tensor(150.7682, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.3785 (0.36252488243964415) | > loader_time: 0.0041 (0.003694732342996905)  --> TIME: 2024-06-11 08:39:26 -- STEP: 149/330 -- GLOBAL_STEP: 220150 | > loss_disc: 2.272282361984253 (2.3411994252428925) | > loss_disc_real_0: 0.1092381551861763 (0.11330513101096121) | > loss_disc_real_1: 0.16169297695159912 (0.19995744776405747) | > loss_disc_real_2: 0.23643936216831207 (0.21409902196602534) | > loss_disc_real_3: 0.24263176321983337 (0.23015595052466298) | > loss_disc_real_4: 0.23122675716876984 (0.22651142341978597) | > loss_disc_real_5: 0.2335483431816101 (0.2184530810621761) | > loss_0: 2.272282361984253 (2.3411994252428925) | > grad_norm_0: tensor(35.3169, device='cuda:0') (tensor(12.7469, device='cuda:0')) | > loss_gen: 2.59666109085083 (2.499227520603462) | > loss_kl: 1.8059687614440918 (1.910415849429649) | > loss_feat: 7.301659107208252 (7.1378535232287925) | > loss_mel: 18.484167098999023 (18.140151427096164) | > loss_duration: 2.0511817932128906 (2.0317324359945004) | > loss_1: 32.23963928222656 (31.71938087156155) | > grad_norm_1: tensor(355.1244, device='cuda:0') (tensor(166.7638, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.3779 (0.3671132014101785) | > loader_time: 0.0042 (0.00380878480488822)  --> TIME: 2024-06-11 08:39:37 -- STEP: 174/330 -- GLOBAL_STEP: 220175 | > loss_disc: 2.277163028717041 (2.340042404744818) | > loss_disc_real_0: 0.09860941767692566 (0.11381790697060783) | > loss_disc_real_1: 0.2038993090391159 (0.1999868684630285) | > loss_disc_real_2: 0.21472670137882233 (0.21364029933666362) | > loss_disc_real_3: 0.21445751190185547 (0.22943013760892825) | > loss_disc_real_4: 0.24734660983085632 (0.22602236168137912) | > loss_disc_real_5: 0.2471242994070053 (0.21856426858696446) | > loss_0: 2.277163028717041 (2.340042404744818) | > grad_norm_0: tensor(15.1117, device='cuda:0') (tensor(15.0308, device='cuda:0')) | > loss_gen: 2.6888587474823 (2.5052730708286672) | > loss_kl: 1.9145983457565308 (1.9129205078914249) | > loss_feat: 7.7447919845581055 (7.16557930803847) | > loss_mel: 18.248306274414062 (18.129324419745082) | > loss_duration: 2.1179757118225098 (2.0358016600554016) | > loss_1: 32.71453094482422 (31.748899120023882) | > grad_norm_1: tensor(239.7321, device='cuda:0') (tensor(183.1980, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.4131 (0.3715879615695997) | > loader_time: 0.0049 (0.00394613304357419)  --> TIME: 2024-06-11 08:39:47 -- STEP: 199/330 -- GLOBAL_STEP: 220200 | > loss_disc: 2.3181509971618652 (2.3384953515613494) | > loss_disc_real_0: 0.07819181680679321 (0.1142036963497574) | > loss_disc_real_1: 0.24849925935268402 (0.1999429867944526) | > loss_disc_real_2: 0.24961808323860168 (0.2136757989325116) | > loss_disc_real_3: 0.24978642165660858 (0.22907791470163433) | > loss_disc_real_4: 0.22924627363681793 (0.225673374443797) | > loss_disc_real_5: 0.22531038522720337 (0.21827848757331694) | > loss_0: 2.3181509971618652 (2.3384953515613494) | > grad_norm_0: tensor(19.1880, device='cuda:0') (tensor(18.0443, device='cuda:0')) | > loss_gen: 2.725052833557129 (2.5128215832925918) | > loss_kl: 1.9265722036361694 (1.9181982829942177) | > loss_feat: 6.794677734375 (7.175337983136201) | > loss_mel: 18.219928741455078 (18.091997501239096) | > loss_duration: 2.1394717693328857 (2.0430775347666525) | > loss_1: 31.805700302124023 (31.74143297588406) | > grad_norm_1: tensor(430.6328, device='cuda:0') (tensor(208.5705, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.382 (0.3743178449084411) | > loader_time: 0.0046 (0.004053270397473819)  --> TIME: 2024-06-11 08:39:57 -- STEP: 224/330 -- GLOBAL_STEP: 220225 | > loss_disc: 2.284291982650757 (2.338280128581183) | > loss_disc_real_0: 0.14332318305969238 (0.11441719625145197) | > loss_disc_real_1: 0.18984052538871765 (0.19961307783211985) | > loss_disc_real_2: 0.19502957165241241 (0.21373123189966595) | > loss_disc_real_3: 0.22085793316364288 (0.22906800053481544) | > loss_disc_real_4: 0.23343008756637573 (0.225838363503239) | > loss_disc_real_5: 0.21168677508831024 (0.21893327217549086) | > loss_0: 2.284291982650757 (2.338280128581183) | > grad_norm_0: tensor(82.8392, device='cuda:0') (tensor(20.8480, device='cuda:0')) | > loss_gen: 2.381092071533203 (2.521645203232765) | > loss_kl: 1.822477102279663 (1.9211496944938387) | > loss_feat: 7.086203575134277 (7.202803132789476) | > loss_mel: 17.605209350585938 (18.056867199284685) | > loss_duration: 2.158277988433838 (2.049891665577888) | > loss_1: 31.053258895874023 (31.752356954983302) | > grad_norm_1: tensor(487.0498, device='cuda:0') (tensor(230.0130, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.4019 (0.3771854117512703) | > loader_time: 0.0051 (0.00416862326008933)  --> TIME: 2024-06-11 08:40:07 -- STEP: 249/330 -- GLOBAL_STEP: 220250 | > loss_disc: 2.3227274417877197 (2.3404190473288415) | > loss_disc_real_0: 0.08748024702072144 (0.11614036129181643) | > loss_disc_real_1: 0.2232346534729004 (0.19992717352497533) | > loss_disc_real_2: 0.21146360039710999 (0.2136021897974742) | > loss_disc_real_3: 0.22389517724514008 (0.22918104431236605) | > loss_disc_real_4: 0.2109026312828064 (0.22539387487742796) | > loss_disc_real_5: 0.2300017923116684 (0.21922384064839068) | > loss_0: 2.3227274417877197 (2.3404190473288415) | > grad_norm_0: tensor(22.2477, device='cuda:0') (tensor(22.5064, device='cuda:0')) | > loss_gen: 2.33319354057312 (2.5217837607525437) | > loss_kl: 2.0985300540924072 (1.9267460433354817) | > loss_feat: 6.880018711090088 (7.198847224913448) | > loss_mel: 17.80000114440918 (18.020863123208166) | > loss_duration: 2.125736951828003 (2.05770697172387) | > loss_1: 31.237478256225586 (31.72594716175493) | > grad_norm_1: tensor(277.8368, device='cuda:0') (tensor(244.9118, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.4066 (0.3804812661136489) | > loader_time: 0.0053 (0.00430107691201819)  --> TIME: 2024-06-11 08:40:19 -- STEP: 274/330 -- GLOBAL_STEP: 220275 | > loss_disc: 2.4673547744750977 (2.3392808776702325) | > loss_disc_real_0: 0.13398778438568115 (0.11610841653207794) | > loss_disc_real_1: 0.24014782905578613 (0.19988956449240666) | > loss_disc_real_2: 0.23825612664222717 (0.21317491065846741) | > loss_disc_real_3: 0.24269437789916992 (0.22871661501644303) | > loss_disc_real_4: 0.25614267587661743 (0.2255260571837425) | > loss_disc_real_5: 0.24670903384685516 (0.2192709627595261) | > loss_0: 2.4673547744750977 (2.3392808776702325) | > grad_norm_0: tensor(29.0830, device='cuda:0') (tensor(24.0025, device='cuda:0')) | > loss_gen: 2.545488119125366 (2.519610853090774) | > loss_kl: 2.1179096698760986 (1.9313211789096358) | > loss_feat: 7.148155212402344 (7.1996732419424685) | > loss_mel: 16.949825286865234 (17.970628167590956) | > loss_duration: 2.162692070007324 (2.065978531419795) | > loss_1: 30.924068450927734 (31.68721198339532) | > grad_norm_1: tensor(599.9868, device='cuda:0') (tensor(260.2501, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.6916 (0.38613199404556386) | > loader_time: 0.0061 (0.0044675038678802705)  --> TIME: 2024-06-11 08:40:31 -- STEP: 299/330 -- GLOBAL_STEP: 220300 | > loss_disc: 2.33290433883667 (2.3416753923613887) | > loss_disc_real_0: 0.15913374722003937 (0.11694453522114451) | > loss_disc_real_1: 0.22320275008678436 (0.20041697260528105) | > loss_disc_real_2: 0.22094964981079102 (0.21346562986190504) | > loss_disc_real_3: 0.22040577232837677 (0.22856900200596622) | > loss_disc_real_4: 0.2125084400177002 (0.22546586299620344) | > loss_disc_real_5: 0.17474190890789032 (0.21875448734265904) | > loss_0: 2.33290433883667 (2.3416753923613887) | > grad_norm_0: tensor(24.6790, device='cuda:0') (tensor(26.1037, device='cuda:0')) | > loss_gen: 2.5580968856811523 (2.5200610671155044) | > loss_kl: 1.99027681350708 (1.9358885128761214) | > loss_feat: 7.7775115966796875 (7.218311566572923) | > loss_mel: 17.831050872802734 (17.93474994136337) | > loss_duration: 2.2175941467285156 (2.0762058269220054) | > loss_1: 32.37453079223633 (31.685216903686523) | > grad_norm_1: tensor(328.3431, device='cuda:0') (tensor(274.8180, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.4994 (0.3941028907546232) | > loader_time: 0.007 (0.004682031363547846)  --> TIME: 2024-06-11 08:40:45 -- STEP: 324/330 -- GLOBAL_STEP: 220325 | > loss_disc: 2.5094642639160156 (2.348298229553081) | > loss_disc_real_0: 0.13906076550483704 (0.1183385088533899) | > loss_disc_real_1: 0.22905541956424713 (0.20113189624231542) | > loss_disc_real_2: 0.23480001091957092 (0.21396742949699177) | > loss_disc_real_3: 0.23577271401882172 (0.22869031112871052) | > loss_disc_real_4: 0.2611730992794037 (0.2259600123413551) | > loss_disc_real_5: 0.23324120044708252 (0.21903824369296615) | > loss_0: 2.5094642639160156 (2.348298229553081) | > grad_norm_0: tensor(15.6931, device='cuda:0') (tensor(27.3633, device='cuda:0')) | > loss_gen: 2.6339316368103027 (2.517063355004347) | > loss_kl: 2.095762252807617 (1.9426393700234683) | > loss_feat: 9.733163833618164 (7.263160945456705) | > loss_mel: 17.58746337890625 (17.90471696264949) | > loss_duration: 2.2720701694488525 (2.0901387635572473) | > loss_1: 34.322391510009766 (31.71771940184228) | > grad_norm_1: tensor(377.9945, device='cuda:0') (tensor(284.2228, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.5962 (0.4062032648074775) | > loader_time: 0.0093 (0.004962888764746394)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3985443115234375 (2.3985443115234375) | > loss_disc_real_0: 0.1341550499200821 (0.1341550499200821) | > loss_disc_real_1: 0.21398144960403442 (0.21398144960403442) | > loss_disc_real_2: 0.2653201222419739 (0.2653201222419739) | > loss_disc_real_3: 0.27338680624961853 (0.27338680624961853) | > loss_disc_real_4: 0.24937091767787933 (0.24937091767787933) | > loss_disc_real_5: 0.20426125824451447 (0.20426125824451447) | > loss_0: 2.3985443115234375 (2.3985443115234375) | > loss_gen: 2.2789244651794434 (2.2789244651794434) | > loss_kl: 2.1403212547302246 (2.1403212547302246) | > loss_feat: 5.581580638885498 (5.581580638885498) | > loss_mel: 13.019285202026367 (13.019285202026367) | > loss_duration: 2.782505512237549 (2.782505512237549) | > loss_1: 25.8026180267334 (25.8026180267334)  --> STEP: 1 | > loss_disc: 2.4123008251190186 (2.4123008251190186) | > loss_disc_real_0: 0.10612170398235321 (0.10612170398235321) | > loss_disc_real_1: 0.17494170367717743 (0.17494170367717743) | > loss_disc_real_2: 0.2811340093612671 (0.2811340093612671) | > loss_disc_real_3: 0.32308429479599 (0.32308429479599) | > loss_disc_real_4: 0.27740323543548584 (0.27740323543548584) | > loss_disc_real_5: 0.30367258191108704 (0.30367258191108704) | > loss_0: 2.4123008251190186 (2.4123008251190186) | > loss_gen: 2.5462725162506104 (2.5462725162506104) | > loss_kl: 2.9143340587615967 (2.9143340587615967) | > loss_feat: 5.845917701721191 (5.845917701721191) | > loss_mel: 18.721500396728516 (18.721500396728516) | > loss_duration: 2.441175937652588 (2.441175937652588) | > loss_1: 32.469200134277344 (32.469200134277344)  --> STEP: 2 | > loss_disc: 2.2720377445220947 (2.3421692848205566) | > loss_disc_real_0: 0.09847215563058853 (0.10229692980647087) | > loss_disc_real_1: 0.15577661991119385 (0.16535916179418564) | > loss_disc_real_2: 0.2922047972679138 (0.28666940331459045) | > loss_disc_real_3: 0.240976944565773 (0.2820306196808815) | > loss_disc_real_4: 0.24441467225551605 (0.26090895384550095) | > loss_disc_real_5: 0.23490601778030396 (0.2692892998456955) | > loss_0: 2.2720377445220947 (2.3421692848205566) | > loss_gen: 2.430659770965576 (2.4884661436080933) | > loss_kl: 2.817356586456299 (2.8658453226089478) | > loss_feat: 5.87451696395874 (5.860217332839966) | > loss_mel: 19.683242797851562 (19.20237159729004) | > loss_duration: 2.471402406692505 (2.4562891721725464) | > loss_1: 33.27717971801758 (32.87318992614746)  --> STEP: 3 | > loss_disc: 2.4777495861053467 (2.3873627185821533) | > loss_disc_real_0: 0.14342926442623138 (0.11600770801305771) | > loss_disc_real_1: 0.2320943921804428 (0.1876042385896047) | > loss_disc_real_2: 0.2487829029560089 (0.2740405698617299) | > loss_disc_real_3: 0.22419460117816925 (0.2627519468466441) | > loss_disc_real_4: 0.19523127377033234 (0.23901639382044473) | > loss_disc_real_5: 0.3318513333797455 (0.29014331102371216) | > loss_0: 2.4777495861053467 (2.3873627185821533) | > loss_gen: 2.448068857192993 (2.4750003814697266) | > loss_kl: 3.1759586334228516 (2.9692164262135825) | > loss_feat: 7.045801162719727 (6.255411942799886) | > loss_mel: 17.28238868713379 (18.56237729390462) | > loss_duration: 2.2140872478485107 (2.3755551973978677) | > loss_1: 32.16630554199219 (32.6375617980957)  --> STEP: 4 | > loss_disc: 2.2515757083892822 (2.3534159660339355) | > loss_disc_real_0: 0.17155323922634125 (0.1298940908163786) | > loss_disc_real_1: 0.1724308878183365 (0.18381090089678764) | > loss_disc_real_2: 0.2562226355075836 (0.26958608627319336) | > loss_disc_real_3: 0.24775609374046326 (0.2590029835700989) | > loss_disc_real_4: 0.1896624118089676 (0.22667789831757545) | > loss_disc_real_5: 0.2388906180858612 (0.2773301377892494) | > loss_0: 2.2515757083892822 (2.3534159660339355) | > loss_gen: 2.7687864303588867 (2.5484468936920166) | > loss_kl: 2.4839022159576416 (2.847887873649597) | > loss_feat: 9.061715126037598 (6.956987738609314) | > loss_mel: 18.358449935913086 (18.51139545440674) | > loss_duration: 2.253676414489746 (2.3450855016708374) | > loss_1: 34.92653274536133 (33.20980453491211)  --> STEP: 5 | > loss_disc: 2.5559120178222656 (2.3939151763916016) | > loss_disc_real_0: 0.3106834888458252 (0.1660519704222679) | > loss_disc_real_1: 0.23158100247383118 (0.19336492121219634) | > loss_disc_real_2: 0.2379029095172882 (0.26324945092201235) | > loss_disc_real_3: 0.30398815870285034 (0.2680000185966492) | > loss_disc_real_4: 0.21300841867923737 (0.22394400238990783) | > loss_disc_real_5: 0.24075472354888916 (0.2700150549411774) | > loss_0: 2.5559120178222656 (2.3939151763916016) | > loss_gen: 2.718801736831665 (2.5825178623199463) | > loss_kl: 2.6167006492614746 (2.8016504287719726) | > loss_feat: 5.364008903503418 (6.638391971588135) | > loss_mel: 18.67922592163086 (18.544961547851564) | > loss_duration: 2.3485488891601562 (2.3457781791687013) | > loss_1: 31.727285385131836 (32.91330070495606)  --> STEP: 6 | > loss_disc: 2.546611785888672 (2.41936461130778) | > loss_disc_real_0: 0.1586277186870575 (0.16481459513306618) | > loss_disc_real_1: 0.2168262004852295 (0.19727513442436853) | > loss_disc_real_2: 0.3338770568370819 (0.2750207185745239) | > loss_disc_real_3: 0.3192470967769623 (0.27654119829336804) | > loss_disc_real_4: 0.3088134229183197 (0.23808890581130981) | > loss_disc_real_5: 0.308167040348053 (0.2763737191756566) | > loss_0: 2.546611785888672 (2.41936461130778) | > loss_gen: 2.628129482269287 (2.59011979897817) | > loss_kl: 2.752100706100464 (2.7933921416600547) | > loss_feat: 5.817076683044434 (6.501506090164185) | > loss_mel: 19.39019775390625 (18.685834248860676) | > loss_duration: 2.186398983001709 (2.3192149798075357) | > loss_1: 32.773902893066406 (32.89006773630778)  --> STEP: 7 | > loss_disc: 2.516106128692627 (2.4331848280770436) | > loss_disc_real_0: 0.29178541898727417 (0.18295328425509588) | > loss_disc_real_1: 0.21444272994995117 (0.19972764807088034) | > loss_disc_real_2: 0.2106686532497406 (0.26582756638526917) | > loss_disc_real_3: 0.2850359380245209 (0.27775473254067556) | > loss_disc_real_4: 0.26646506786346436 (0.2421426432473319) | > loss_disc_real_5: 0.273574560880661 (0.2759738394192287) | > loss_0: 2.516106128692627 (2.4331848280770436) | > loss_gen: 2.520057201385498 (2.580110856464931) | > loss_kl: 4.0651774406433105 (2.97507575580052) | > loss_feat: 5.601536273956299 (6.372938973563058) | > loss_mel: 17.377574920654297 (18.498940059116908) | > loss_duration: 2.5519535541534424 (2.352463347571237) | > loss_1: 32.11629867553711 (32.77952929905483)  --> STEP: 8 | > loss_disc: 2.2829487323760986 (2.4144053161144257) | > loss_disc_real_0: 0.11356355249881744 (0.17427956778556108) | > loss_disc_real_1: 0.09322933107614517 (0.18641535844653845) | > loss_disc_real_2: 0.24295955896377563 (0.2629690654575825) | > loss_disc_real_3: 0.24516724050045013 (0.2736812960356474) | > loss_disc_real_4: 0.1951211392879486 (0.23626495525240898) | > loss_disc_real_5: 0.2635338306427002 (0.27441883832216263) | > loss_0: 2.2829487323760986 (2.4144053161144257) | > loss_gen: 2.88521671295166 (2.618249088525772) | > loss_kl: 2.3923492431640625 (2.9022349417209625) | > loss_feat: 11.915121078491211 (7.065711736679077) | > loss_mel: 21.780731201171875 (18.90916395187378) | > loss_duration: 2.1921885013580322 (2.332428991794586) | > loss_1: 41.16560745239258 (33.827789068222046)  --> STEP: 9 | > loss_disc: 2.3348946571350098 (2.405570798450046) | > loss_disc_real_0: 0.2734166979789734 (0.18529480447371802) | > loss_disc_real_1: 0.20213265717029572 (0.18816172497140038) | > loss_disc_real_2: 0.2776409983634949 (0.2645992802249061) | > loss_disc_real_3: 0.22353200614452362 (0.26810915271441144) | > loss_disc_real_4: 0.22482188045978546 (0.23499350249767303) | > loss_disc_real_5: 0.19963523745536804 (0.26610954933696324) | > loss_0: 2.3348946571350098 (2.405570798450046) | > loss_gen: 2.7949233055114746 (2.637879557079739) | > loss_kl: 2.7741875648498535 (2.8880074554019504) | > loss_feat: 9.280203819274902 (7.311766412523058) | > loss_mel: 18.270023345947266 (18.838148328993057) | > loss_duration: 2.0934810638427734 (2.3058792220221624) | > loss_1: 35.21282196044922 (33.98168161180284)  --> STEP: 10 | > loss_disc: 2.4427404403686523 (2.409287762641907) | > loss_disc_real_0: 0.13362278044223785 (0.18012760207057) | > loss_disc_real_1: 0.19742950797080994 (0.18908850327134133) | > loss_disc_real_2: 0.30695009231567383 (0.26883436143398287) | > loss_disc_real_3: 0.27200406789779663 (0.26849864423274994) | > loss_disc_real_4: 0.2788311541080475 (0.23937726765871048) | > loss_disc_real_5: 0.25894755125045776 (0.26539334952831267) | > loss_0: 2.4427404403686523 (2.409287762641907) | > loss_gen: 2.648127555847168 (2.638904356956482) | > loss_kl: 2.5747129917144775 (2.856678009033203) | > loss_feat: 5.609640121459961 (7.141553783416748) | > loss_mel: 14.864973068237305 (18.440830802917482) | > loss_duration: 2.381948709487915 (2.313486170768738) | > loss_1: 28.07940101623535 (33.39145355224609)  --> STEP: 11 | > loss_disc: 2.668813705444336 (2.4328810301694004) | > loss_disc_real_0: 0.19997628033161163 (0.18193202736702832) | > loss_disc_real_1: 0.21247947216033936 (0.19121495498852295) | > loss_disc_real_2: 0.28246283531188965 (0.27007331360470166) | > loss_disc_real_3: 0.2893983721733093 (0.27039861950007354) | > loss_disc_real_4: 0.26271745562553406 (0.24149910292842172) | > loss_disc_real_5: 0.3091454803943634 (0.2693708159706809) | > loss_0: 2.668813705444336 (2.4328810301694004) | > loss_gen: 2.4051527976989746 (2.6176542152057993) | > loss_kl: 3.348459482192993 (2.9013854156840932) | > loss_feat: 5.620515823364258 (7.003277605230158) | > loss_mel: 17.856142044067383 (18.387677279385652) | > loss_duration: 2.413520336151123 (2.3225801858035) | > loss_1: 31.64379119873047 (33.232575156471945)  --> STEP: 12 | > loss_disc: 2.3988640308380127 (2.430046280225118) | > loss_disc_real_0: 0.09013523906469345 (0.17428229500850043) | > loss_disc_real_1: 0.15362548828125 (0.18808249942958355) | > loss_disc_real_2: 0.1953493058681488 (0.2638463129599889) | > loss_disc_real_3: 0.27145758271217346 (0.2704868664344152) | > loss_disc_real_4: 0.26407870650291443 (0.24338073655962944) | > loss_disc_real_5: 0.29638174176216125 (0.2716217264533043) | > loss_0: 2.3988640308380127 (2.430046280225118) | > loss_gen: 2.3325552940368652 (2.593895971775055) | > loss_kl: 2.48563289642334 (2.8667393724123635) | > loss_feat: 7.23314905166626 (7.0224335590998335) | > loss_mel: 19.90671157836914 (18.51426347096761) | > loss_duration: 2.2741525173187256 (2.318544546763102) | > loss_1: 34.232200622558594 (33.315877278645836)  --> STEP: 13 | > loss_disc: 2.500883102416992 (2.4354952665475698) | > loss_disc_real_0: 0.16677939891815186 (0.17370514915539667) | > loss_disc_real_1: 0.25126326084136963 (0.19294255799972093) | > loss_disc_real_2: 0.24449577927589417 (0.2623578103689047) | > loss_disc_real_3: 0.2596864402294159 (0.26965606441864604) | > loss_disc_real_4: 0.2648824453353882 (0.24503471415776473) | > loss_disc_real_5: 0.27280375361442566 (0.2717126516195444) | > loss_0: 2.500883102416992 (2.4354952665475698) | > loss_gen: 2.368915319442749 (2.576589767749493) | > loss_kl: 2.543480157852173 (2.841873278984657) | > loss_feat: 4.756778240203857 (6.84815238072322) | > loss_mel: 14.727171897888184 (18.222948734576885) | > loss_duration: 2.2199819087982178 (2.310962805381188) | > loss_1: 26.616329193115234 (32.80052742591271)  --> STEP: 14 | > loss_disc: 2.186122417449951 (2.4176829201834544) | > loss_disc_real_0: 0.13076144456863403 (0.17063774168491364) | > loss_disc_real_1: 0.16995513439178467 (0.19130059917058265) | > loss_disc_real_2: 0.24829906225204468 (0.26135361407484325) | > loss_disc_real_3: 0.28785961866378784 (0.270956318293299) | > loss_disc_real_4: 0.22074469923973083 (0.24329971309219087) | > loss_disc_real_5: 0.26675182580947876 (0.2713583069188254) | > loss_0: 2.186122417449951 (2.4176829201834544) | > loss_gen: 2.7884745597839355 (2.591724395751953) | > loss_kl: 3.727285146713257 (2.905116983822414) | > loss_feat: 6.96335506439209 (6.856381143842425) | > loss_mel: 18.73870277404785 (18.259788308824813) | > loss_duration: 2.4224843978881836 (2.318928633417402) | > loss_1: 34.64030456542969 (32.93194007873535)  --> STEP: 15 | > loss_disc: 2.3084847927093506 (2.410403045018514) | > loss_disc_real_0: 0.2226433902978897 (0.17410478492577872) | > loss_disc_real_1: 0.1643792986869812 (0.1895058458050092) | > loss_disc_real_2: 0.20827843248844147 (0.25781526863574983) | > loss_disc_real_3: 0.25483763217926025 (0.26988173921902975) | > loss_disc_real_4: 0.22972577810287476 (0.24239478409290313) | > loss_disc_real_5: 0.19072313606739044 (0.2659826288620631) | > loss_0: 2.3084847927093506 (2.410403045018514) | > loss_gen: 2.4180684089660645 (2.5801473299662274) | > loss_kl: 3.657381057739258 (2.9552679220835367) | > loss_feat: 5.706180095672607 (6.7797010739644366) | > loss_mel: 19.631771087646484 (18.351253827412922) | > loss_duration: 2.3805580139160156 (2.3230372587839763) | > loss_1: 33.79396057128906 (32.98940811157227)  --> STEP: 16 | > loss_disc: 2.531445264816284 (2.4179681837558746) | > loss_disc_real_0: 0.15805396437644958 (0.17310160864144564) | > loss_disc_real_1: 0.29272061586380005 (0.19595676893368363) | > loss_disc_real_2: 0.26730823516845703 (0.258408579044044) | > loss_disc_real_3: 0.35869571566581726 (0.27543261274695396) | > loss_disc_real_4: 0.2984045147895813 (0.24589539226144552) | > loss_disc_real_5: 0.32357606291770935 (0.269582218490541) | > loss_0: 2.531445264816284 (2.4179681837558746) | > loss_gen: 3.034046173095703 (2.6085160076618195) | > loss_kl: 2.760735034942627 (2.94310961663723) | > loss_feat: 7.79445743560791 (6.843123346567154) | > loss_mel: 17.703655242919922 (18.31077891588211) | > loss_duration: 2.3195929527282715 (2.3228219896554947) | > loss_1: 33.61248779296875 (33.028350591659546)  --> STEP: 17 | > loss_disc: 2.3399105072021484 (2.4133765557233025) | > loss_disc_real_0: 0.20699083805084229 (0.1750950927243513) | > loss_disc_real_1: 0.18261131644248962 (0.19517174231655457) | > loss_disc_real_2: 0.23209236562252045 (0.25686056648983674) | > loss_disc_real_3: 0.339843213558197 (0.27922147161820354) | > loss_disc_real_4: 0.30284637212753296 (0.24924544990062714) | > loss_disc_real_5: 0.27285680174827576 (0.2697748410351136) | > loss_0: 2.3399105072021484 (2.4133765557233025) | > loss_gen: 3.02549147605896 (2.633043976391063) | > loss_kl: 2.259755849838257 (2.90291233623729) | > loss_feat: 6.389471054077148 (6.8164379175971535) | > loss_mel: 18.24110221862793 (18.306680286631863) | > loss_duration: 2.4725165367126465 (2.3316275512470916) | > loss_1: 32.388336181640625 (32.99070268518784)  --> STEP: 18 | > loss_disc: 2.207113027572632 (2.401917470826043) | > loss_disc_real_0: 0.1192004382610321 (0.1719898341430558) | > loss_disc_real_1: 0.1428034007549286 (0.19226239000757536) | > loss_disc_real_2: 0.2733127176761627 (0.25777457488907707) | > loss_disc_real_3: 0.22937466204166412 (0.2764522044195069) | > loss_disc_real_4: 0.2517532408237457 (0.24938477161857817) | > loss_disc_real_5: 0.2276250571012497 (0.26743318637212116) | > loss_0: 2.207113027572632 (2.401917470826043) | > loss_gen: 2.885777473449707 (2.6470847262276544) | > loss_kl: 3.046642541885376 (2.9108973476621838) | > loss_feat: 11.357548713684082 (7.068721850713094) | > loss_mel: 19.64697265625 (18.38114097383287) | > loss_duration: 2.276627779006958 (2.328572008344862) | > loss_1: 39.213565826416016 (33.336417304144966)  --> STEP: 19 | > loss_disc: 2.3510935306549072 (2.3992425266065096) | > loss_disc_real_0: 0.1672770231962204 (0.17174179146164342) | > loss_disc_real_1: 0.2157440483570099 (0.19349826676280876) | > loss_disc_real_2: 0.2520256042480469 (0.25747199748691757) | > loss_disc_real_3: 0.2358005940914154 (0.2743126459811863) | > loss_disc_real_4: 0.2668921649456024 (0.2503062133726321) | > loss_disc_real_5: 0.251830130815506 (0.266611972921773) | > loss_0: 2.3510935306549072 (2.3992425266065096) | > loss_gen: 2.7089622020721436 (2.6503414354826274) | > loss_kl: 1.7559081315994263 (2.8501084415536178) | > loss_feat: 8.011835098266602 (7.118359390058015) | > loss_mel: 17.462453842163086 (18.332789019534463) | > loss_duration: 2.276186466217041 (2.325814874548661) | > loss_1: 32.21534729003906 (33.277413619192025)  --> STEP: 20 | > loss_disc: 2.3739986419677734 (2.3979803323745728) | > loss_disc_real_0: 0.15002727508544922 (0.1706560656428337) | > loss_disc_real_1: 0.14555203914642334 (0.1911009553819895) | > loss_disc_real_2: 0.33891618251800537 (0.26154420673847195) | > loss_disc_real_3: 0.2932840585708618 (0.2752612166106701) | > loss_disc_real_4: 0.22944478690624237 (0.2492631420493126) | > loss_disc_real_5: 0.26722338795661926 (0.2666425436735153) | > loss_0: 2.3739986419677734 (2.3979803323745728) | > loss_gen: 2.7023301124572754 (2.65294086933136) | > loss_kl: 2.3053884506225586 (2.822872442007065) | > loss_feat: 7.546825408935547 (7.1397826910018924) | > loss_mel: 19.47035026550293 (18.389667081832886) | > loss_duration: 2.3128936290740967 (2.3251688122749323) | > loss_1: 34.33778762817383 (33.33043231964111)  --> STEP: 21 | > loss_disc: 2.572161912918091 (2.4062746933528354) | > loss_disc_real_0: 0.201866015791893 (0.17214225374516987) | > loss_disc_real_1: 0.22227540612220764 (0.19258545303628563) | > loss_disc_real_2: 0.33599233627319336 (0.2650893557639349) | > loss_disc_real_3: 0.2914821207523346 (0.27603364061741603) | > loss_disc_real_4: 0.3567674458026886 (0.25438239460899714) | > loss_disc_real_5: 0.24069251120090485 (0.2654068278414862) | > loss_0: 2.572161912918091 (2.4062746933528354) | > loss_gen: 2.654951810836792 (2.6530366284506663) | > loss_kl: 2.2189998626708984 (2.7941166048958186) | > loss_feat: 5.380704879760742 (7.05601708094279) | > loss_mel: 17.9621524810791 (18.369309243701753) | > loss_duration: 2.160945415496826 (2.3173486505235936) | > loss_1: 30.37775421142578 (33.18982860020229)  --> STEP: 22 | > loss_disc: 2.288543939590454 (2.4009232954545454) | > loss_disc_real_0: 0.15737831592559814 (0.17147116566246207) | > loss_disc_real_1: 0.17238685488700867 (0.19166733493859123) | > loss_disc_real_2: 0.2702621519565582 (0.2653244828635996) | > loss_disc_real_3: 0.3049830198287964 (0.27734952149066056) | > loss_disc_real_4: 0.2814899981021881 (0.2556145584041422) | > loss_disc_real_5: 0.312137633562088 (0.2675309553742408) | > loss_0: 2.288543939590454 (2.4009232954545454) | > loss_gen: 3.063711166381836 (2.6717036529020834) | > loss_kl: 2.5783400535583496 (2.7843085798350242) | > loss_feat: 8.560257911682129 (7.124391664158214) | > loss_mel: 17.882165908813477 (18.347166364843194) | > loss_duration: 2.1858012676239014 (2.3113692240281534) | > loss_1: 34.2702751159668 (33.23893980546431)  --> STEP: 23 | > loss_disc: 2.399135112762451 (2.400845548380976) | > loss_disc_real_0: 0.15192638337612152 (0.1706213925195777) | > loss_disc_real_1: 0.21042855083942413 (0.19248303997775787) | > loss_disc_real_2: 0.3014410138130188 (0.2668947668179222) | > loss_disc_real_3: 0.26810774207115173 (0.27694770499416016) | > loss_disc_real_4: 0.3022168278694153 (0.25764074403306714) | > loss_disc_real_5: 0.3131653368473053 (0.269515058916548) | > loss_0: 2.399135112762451 (2.400845548380976) | > loss_gen: 2.7325098514556885 (2.6743474006652836) | > loss_kl: 2.3729372024536133 (2.766422867774963) | > loss_feat: 5.09284782409668 (7.0360636711120605) | > loss_mel: 18.061954498291016 (18.33476584890614) | > loss_duration: 2.3348395824432373 (2.3123896743940264) | > loss_1: 30.595088958740234 (33.12398976865022)  --> STEP: 24 | > loss_disc: 2.509823799133301 (2.4053863088289895) | > loss_disc_real_0: 0.17215749621391296 (0.170685396840175) | > loss_disc_real_1: 0.186092346906662 (0.19221676109979555) | > loss_disc_real_2: 0.26139113306999207 (0.26666544874509174) | > loss_disc_real_3: 0.34991687536239624 (0.2799880870928367) | > loss_disc_real_4: 0.24271796643733978 (0.25701896163324517) | > loss_disc_real_5: 0.27155816555023193 (0.26960018835961813) | > loss_0: 2.509823799133301 (2.4053863088289895) | > loss_gen: 2.557455539703369 (2.6694769064585366) | > loss_kl: 2.5201473236083984 (2.756161386768023) | > loss_feat: 5.694081783294678 (6.98014775911967) | > loss_mel: 18.86945915222168 (18.35704473654429) | > loss_duration: 2.42757511138916 (2.317189067602157) | > loss_1: 32.06871795654297 (33.080020109812416)  --> STEP: 25 | > loss_disc: 2.6721549034118652 (2.4160570526123046) | > loss_disc_real_0: 0.06862498074769974 (0.16660298019647599) | > loss_disc_real_1: 0.1555333137512207 (0.19074942320585253) | > loss_disc_real_2: 0.2760130763053894 (0.26703935384750366) | > loss_disc_real_3: 0.27258649468421936 (0.279692023396492) | > loss_disc_real_4: 0.26301392912864685 (0.2572587603330612) | > loss_disc_real_5: 0.3121738135814667 (0.27130313336849204) | > loss_0: 2.6721549034118652 (2.4160570526123046) | > loss_gen: 2.1532933712005615 (2.6488295650482176) | > loss_kl: 2.9112977981567383 (2.762366843223572) | > loss_feat: 6.880833148956299 (6.976175174713135) | > loss_mel: 18.074026107788086 (18.345723991394042) | > loss_duration: 2.3361735343933105 (2.317948446273803) | > loss_1: 32.35562515258789 (33.05104431152344)  --> STEP: 26 | > loss_disc: 2.495640754699707 (2.419117964231051) | > loss_disc_real_0: 0.1353001892566681 (0.16539902669879106) | > loss_disc_real_1: 0.2017321139574051 (0.19117183438860458) | > loss_disc_real_2: 0.18541541695594788 (0.2638999716593669) | > loss_disc_real_3: 0.19366474449634552 (0.2763832819003325) | > loss_disc_real_4: 0.2151944935321808 (0.2556409039176427) | > loss_disc_real_5: 0.2282179743051529 (0.2696460118660559) | > loss_0: 2.495640754699707 (2.419117964231051) | > loss_gen: 2.1733648777008057 (2.630542461688702) | > loss_kl: 2.3851442337036133 (2.747858281318958) | > loss_feat: 9.979205131530762 (7.091676326898428) | > loss_mel: 16.845064163208008 (18.28800630569458) | > loss_duration: 2.308797836303711 (2.3175964997364917) | > loss_1: 33.69157409667969 (33.07568007249099) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025960482083834135 (+0.00012665528517503011) | > avg_loss_disc: 2.419117964231051 (+0.004833322304945931) | > avg_loss_disc_real_0: 0.16539902669879106 (+0.04499902805456747) | > avg_loss_disc_real_1: 0.19117183438860458 (-0.011406527402309213) | > avg_loss_disc_real_2: 0.2638999716593669 (-0.00043960202198761733) | > avg_loss_disc_real_3: 0.2763832819003325 (+0.02924110683111042) | > avg_loss_disc_real_4: 0.2556409039176427 (+0.04993054299400401) | > avg_loss_disc_real_5: 0.2696460118660559 (+0.026941865682601845) | > avg_loss_0: 2.419117964231051 (+0.004833322304945931) | > avg_loss_gen: 2.630542461688702 (+0.2500061622032752) | > avg_loss_kl: 2.747858281318958 (+0.1158010134330163) | > avg_loss_feat: 7.091676326898428 (-0.0856410173269424) | > avg_loss_mel: 18.28800630569458 (+0.36067097003643767) | > avg_loss_duration: 2.3175964997364917 (+0.001701740118172701) | > avg_loss_1: 33.07568007249099 (+0.642538804274345)  > EPOCH: 401/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:41:06)   --> TIME: 2024-06-11 08:41:14 -- STEP: 19/330 -- GLOBAL_STEP: 220350 | > loss_disc: 2.3232593536376953 (2.2993189661126388) | > loss_disc_real_0: 0.08667445182800293 (0.10906679810662019) | > loss_disc_real_1: 0.17699560523033142 (0.1954008764342258) | > loss_disc_real_2: 0.17060856521129608 (0.20823745037380018) | > loss_disc_real_3: 0.2088557481765747 (0.22620689555218346) | > loss_disc_real_4: 0.21128137409687042 (0.22794903893219798) | > loss_disc_real_5: 0.2174941897392273 (0.22185073792934418) | > loss_0: 2.3232593536376953 (2.2993189661126388) | > grad_norm_0: tensor(6.1142, device='cuda:0') (tensor(7.9710, device='cuda:0')) | > loss_gen: 2.4028782844543457 (2.5256597493824207) | > loss_kl: 2.0059890747070312 (1.9092906838969181) | > loss_feat: 7.679844856262207 (7.143037796020508) | > loss_mel: 17.77705955505371 (18.32128022846423) | > loss_duration: 2.022718667984009 (2.1146027728130936) | > loss_1: 31.888490676879883 (32.01387084157843) | > grad_norm_1: tensor(61.6412, device='cuda:0') (tensor(74.6701, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.3596 (0.35223160291972916) | > loader_time: 0.003 (0.003026121541073448)  --> TIME: 2024-06-11 08:41:23 -- STEP: 44/330 -- GLOBAL_STEP: 220375 | > loss_disc: 2.3503966331481934 (2.3125257437879387) | > loss_disc_real_0: 0.11445708572864532 (0.10842079178176144) | > loss_disc_real_1: 0.20149455964565277 (0.19765205579725179) | > loss_disc_real_2: 0.18170630931854248 (0.2091934657232328) | > loss_disc_real_3: 0.21593521535396576 (0.22657071392644534) | > loss_disc_real_4: 0.22114503383636475 (0.22879383103414017) | > loss_disc_real_5: 0.21725177764892578 (0.21932144869457593) | > loss_0: 2.3503966331481934 (2.3125257437879387) | > grad_norm_0: tensor(6.2281, device='cuda:0') (tensor(7.6373, device='cuda:0')) | > loss_gen: 2.31134033203125 (2.530911721966483) | > loss_kl: 2.0234315395355225 (1.9203589721159502) | > loss_feat: 7.04478120803833 (7.26271804896268) | > loss_mel: 18.211177825927734 (18.287445805289533) | > loss_duration: 1.962179183959961 (2.0550442039966583) | > loss_1: 31.55290985107422 (32.05647828362205) | > grad_norm_1: tensor(53.8817, device='cuda:0') (tensor(87.1464, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.3753 (0.36090874130075634) | > loader_time: 0.0034 (0.003353270617398349)  --> TIME: 2024-06-11 08:41:33 -- STEP: 69/330 -- GLOBAL_STEP: 220400 | > loss_disc: 2.3284912109375 (2.331541178882986) | > loss_disc_real_0: 0.10308051109313965 (0.10860286134740581) | > loss_disc_real_1: 0.22403280436992645 (0.20068546654521555) | > loss_disc_real_2: 0.20441238582134247 (0.2117019019265106) | > loss_disc_real_3: 0.24960927665233612 (0.22893593838249426) | > loss_disc_real_4: 0.26520779728889465 (0.22856876275677612) | > loss_disc_real_5: 0.2481124848127365 (0.22058416514293008) | > loss_0: 2.3284912109375 (2.331541178882986) | > grad_norm_0: tensor(25.9478, device='cuda:0') (tensor(11.2651, device='cuda:0')) | > loss_gen: 2.4635558128356934 (2.529337637666342) | > loss_kl: 1.8941612243652344 (1.910129870193592) | > loss_feat: 7.0362091064453125 (7.260541584180749) | > loss_mel: 17.106849670410156 (18.252446216085684) | > loss_duration: 1.9747198820114136 (2.0365131937939194) | > loss_1: 30.475496292114258 (31.988968227220617) | > grad_norm_1: tensor(433.6960, device='cuda:0') (tensor(136.3807, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.3608 (0.36258073820584075) | > loader_time: 0.0038 (0.0034976869389630747)  --> TIME: 2024-06-11 08:41:42 -- STEP: 94/330 -- GLOBAL_STEP: 220425 | > loss_disc: 2.3142895698547363 (2.330835375380009) | > loss_disc_real_0: 0.1310274600982666 (0.10971074892168349) | > loss_disc_real_1: 0.2013767957687378 (0.1994892438041403) | > loss_disc_real_2: 0.23789629340171814 (0.21225054894990109) | > loss_disc_real_3: 0.21803100407123566 (0.22851519920724503) | > loss_disc_real_4: 0.23941974341869354 (0.22835742095683484) | > loss_disc_real_5: 0.2132532000541687 (0.21850350372334745) | > loss_0: 2.3142895698547363 (2.330835375380009) | > grad_norm_0: tensor(12.5144, device='cuda:0') (tensor(13.3877, device='cuda:0')) | > loss_gen: 2.557602643966675 (2.530137292882228) | > loss_kl: 2.1691954135894775 (1.9203809398285887) | > loss_feat: 8.194276809692383 (7.24114339909655) | > loss_mel: 18.950515747070312 (18.152156667506443) | > loss_duration: 2.0516865253448486 (2.0304947939324887) | > loss_1: 33.923274993896484 (31.87431280663673) | > grad_norm_1: tensor(309.3885, device='cuda:0') (tensor(166.5147, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.3672 (0.3644238101675156) | > loader_time: 0.0043 (0.0035841997633589075)  --> TIME: 2024-06-11 08:41:52 -- STEP: 119/330 -- GLOBAL_STEP: 220450 | > loss_disc: 2.376100778579712 (2.332776440291846) | > loss_disc_real_0: 0.12692934274673462 (0.11066245112349005) | > loss_disc_real_1: 0.2353900521993637 (0.19796244850178726) | > loss_disc_real_2: 0.2587968111038208 (0.21242519737291737) | > loss_disc_real_3: 0.2272132933139801 (0.22805925014139222) | > loss_disc_real_4: 0.2436974048614502 (0.22945089826062948) | > loss_disc_real_5: 0.22076162695884705 (0.2189796615798934) | > loss_0: 2.376100778579712 (2.332776440291846) | > grad_norm_0: tensor(35.6635, device='cuda:0') (tensor(15.6643, device='cuda:0')) | > loss_gen: 2.531374931335449 (2.528394897444908) | > loss_kl: 1.7586005926132202 (1.9207506129721634) | > loss_feat: 7.522225379943848 (7.2125089789639) | > loss_mel: 18.76921844482422 (18.113959897466067) | > loss_duration: 2.016988515853882 (2.0295724608317136) | > loss_1: 32.59840774536133 (31.805186584216205) | > grad_norm_1: tensor(298.7609, device='cuda:0') (tensor(188.2026, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.3769 (0.36699103106971553) | > loader_time: 0.0039 (0.0036881430810239133)  --> TIME: 2024-06-11 08:42:01 -- STEP: 144/330 -- GLOBAL_STEP: 220475 | > loss_disc: 2.3543496131896973 (2.339427457915412) | > loss_disc_real_0: 0.10724151134490967 (0.11126482062455681) | > loss_disc_real_1: 0.21285095810890198 (0.19835119352986416) | > loss_disc_real_2: 0.21209554374217987 (0.21237078019314345) | > loss_disc_real_3: 0.2285875678062439 (0.2287346717591087) | > loss_disc_real_4: 0.2267109900712967 (0.22943040614740717) | > loss_disc_real_5: 0.21558883786201477 (0.21996296352396405) | > loss_0: 2.3543496131896973 (2.339427457915412) | > grad_norm_0: tensor(43.2812, device='cuda:0') (tensor(18.3406, device='cuda:0')) | > loss_gen: 2.5268731117248535 (2.521944627165794) | > loss_kl: 1.9354747533798218 (1.9250103425648477) | > loss_feat: 7.534008502960205 (7.1990227202574415) | > loss_mel: 18.63582992553711 (18.118843091858757) | > loss_duration: 2.014841079711914 (2.0329325306746693) | > loss_1: 32.64702606201172 (31.797753108872307) | > grad_norm_1: tensor(449.3920, device='cuda:0') (tensor(209.2898, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.3992 (0.36882202161682986) | > loader_time: 0.004 (0.0037829760048124525)  --> TIME: 2024-06-11 08:42:11 -- STEP: 169/330 -- GLOBAL_STEP: 220500 | > loss_disc: 2.3549585342407227 (2.339196470362195) | > loss_disc_real_0: 0.10913513600826263 (0.11214152489893535) | > loss_disc_real_1: 0.20835895836353302 (0.19836311377364502) | > loss_disc_real_2: 0.2416432797908783 (0.212736674490765) | > loss_disc_real_3: 0.2433713674545288 (0.22815345915464255) | > loss_disc_real_4: 0.2437630295753479 (0.22854241437813233) | > loss_disc_real_5: 0.23676995933055878 (0.21929393356015692) | > loss_0: 2.3549585342407227 (2.339196470362195) | > grad_norm_0: tensor(45.8632, device='cuda:0') (tensor(20.6748, device='cuda:0')) | > loss_gen: 2.6115918159484863 (2.5191995321646243) | > loss_kl: 2.0010910034179688 (1.9256112399185903) | > loss_feat: 7.256996154785156 (7.201873234743197) | > loss_mel: 17.341646194458008 (18.107331868459482) | > loss_duration: 2.078291416168213 (2.0366073621095286) | > loss_1: 31.289615631103516 (31.790623004619892) | > grad_norm_1: tensor(318.8610, device='cuda:0') (tensor(225.5653, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.6291 (0.37196581885659485) | > loader_time: 0.0043 (0.0038775269096419655) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_220500.pth  --> TIME: 2024-06-11 08:42:27 -- STEP: 194/330 -- GLOBAL_STEP: 220525 | > loss_disc: 2.321136951446533 (2.342932516766577) | > loss_disc_real_0: 0.13570810854434967 (0.11324648232650511) | > loss_disc_real_1: 0.19976702332496643 (0.1989546578723131) | > loss_disc_real_2: 0.21457292139530182 (0.21317894518682637) | > loss_disc_real_3: 0.21118713915348053 (0.22864891158551284) | > loss_disc_real_4: 0.20664392411708832 (0.2280316581738364) | > loss_disc_real_5: 0.21847815811634064 (0.21972178921257093) | > loss_0: 2.321136951446533 (2.342932516766577) | > grad_norm_0: tensor(59.0510, device='cuda:0') (tensor(22.9783, device='cuda:0')) | > loss_gen: 2.4194798469543457 (2.5156262572278676) | > loss_kl: 1.896132230758667 (1.921931744236307) | > loss_feat: 6.8341450691223145 (7.200346833651828) | > loss_mel: 18.136037826538086 (18.08978657869947) | > loss_duration: 2.059014320373535 (2.0430120752029812) | > loss_1: 31.344806671142578 (31.770703246913005) | > grad_norm_1: tensor(354.3808, device='cuda:0') (tensor(241.9395, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.4073 (0.3770587186223453) | > loader_time: 0.0047 (0.004017568126167218)  --> TIME: 2024-06-11 08:42:37 -- STEP: 219/330 -- GLOBAL_STEP: 220550 | > loss_disc: 2.422605037689209 (2.346764882405599) | > loss_disc_real_0: 0.13948428630828857 (0.11508105540452483) | > loss_disc_real_1: 0.16643966734409332 (0.1985139231703597) | > loss_disc_real_2: 0.21198613941669464 (0.21335686886147276) | > loss_disc_real_3: 0.2766355574131012 (0.2290068882513264) | > loss_disc_real_4: 0.28172850608825684 (0.22796268577445045) | > loss_disc_real_5: 0.2498294711112976 (0.2199932382395278) | > loss_0: 2.422605037689209 (2.346764882405599) | > grad_norm_0: tensor(38.5219, device='cuda:0') (tensor(26.1154, device='cuda:0')) | > loss_gen: 2.505641460418701 (2.5195958048241325) | > loss_kl: 2.0654282569885254 (1.9256979956474478) | > loss_feat: 8.48873233795166 (7.22175320533857) | > loss_mel: 18.915130615234375 (18.05649957700406) | > loss_duration: 2.1270925998687744 (2.0503347088757153) | > loss_1: 34.102027893066406 (31.77388106742406) | > grad_norm_1: tensor(404.8774, device='cuda:0') (tensor(259.6888, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.4014 (0.3798295297579134) | > loader_time: 0.0059 (0.004131992113644675)  --> TIME: 2024-06-11 08:42:48 -- STEP: 244/330 -- GLOBAL_STEP: 220575 | > loss_disc: 2.34385347366333 (2.3468252869903066) | > loss_disc_real_0: 0.15405789017677307 (0.11607624852999313) | > loss_disc_real_1: 0.1717802733182907 (0.1988239946057562) | > loss_disc_real_2: 0.19760732352733612 (0.21308322837118243) | > loss_disc_real_3: 0.21376895904541016 (0.2286516369366255) | > loss_disc_real_4: 0.2149408459663391 (0.22755650131673108) | > loss_disc_real_5: 0.2117866426706314 (0.21983961064795976) | > loss_0: 2.34385347366333 (2.3468252869903066) | > grad_norm_0: tensor(12.1229, device='cuda:0') (tensor(28.1630, device='cuda:0')) | > loss_gen: 2.431384563446045 (2.517503432563094) | > loss_kl: 1.8902587890625 (1.9256775408494669) | > loss_feat: 6.802833557128906 (7.206523879629667) | > loss_mel: 17.438278198242188 (18.012199401855455) | > loss_duration: 2.068826913833618 (2.0585575606979285) | > loss_1: 30.631582260131836 (31.720461595253866) | > grad_norm_1: tensor(189.4118, device='cuda:0') (tensor(267.3988, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.4343 (0.3839217014000064) | > loader_time: 0.0053 (0.004261276761039359)  --> TIME: 2024-06-11 08:42:59 -- STEP: 269/330 -- GLOBAL_STEP: 220600 | > loss_disc: 2.3220160007476807 (2.3470873362955995) | > loss_disc_real_0: 0.1291840672492981 (0.11657377487553983) | > loss_disc_real_1: 0.15422873198986053 (0.1987615083673187) | > loss_disc_real_2: 0.1896635890007019 (0.21306635095949067) | > loss_disc_real_3: 0.19904500246047974 (0.228600767797697) | > loss_disc_real_4: 0.20753559470176697 (0.22778015941049087) | > loss_disc_real_5: 0.20445901155471802 (0.21957168930303653) | > loss_0: 2.3220160007476807 (2.3470873362955995) | > grad_norm_0: tensor(23.7421, device='cuda:0') (tensor(27.1653, device='cuda:0')) | > loss_gen: 2.417062520980835 (2.5146081828716524) | > loss_kl: 1.8914005756378174 (1.9275100226739081) | > loss_feat: 7.609760761260986 (7.200033751562183) | > loss_mel: 17.094602584838867 (17.98091757253199) | > loss_duration: 2.1562345027923584 (2.0660160257027465) | > loss_1: 31.1690616607666 (31.689085361239634) | > grad_norm_1: tensor(322.8201, device='cuda:0') (tensor(262.4539, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.4491 (0.3885174453480093) | > loader_time: 0.0065 (0.004403354510055598)  --> TIME: 2024-06-11 08:43:10 -- STEP: 294/330 -- GLOBAL_STEP: 220625 | > loss_disc: 2.3162288665771484 (2.3492893702318884) | > loss_disc_real_0: 0.07484206557273865 (0.11760532539211163) | > loss_disc_real_1: 0.1892291158437729 (0.1990056816412479) | > loss_disc_real_2: 0.20553675293922424 (0.21327905655920915) | > loss_disc_real_3: 0.19946204125881195 (0.2286606835974317) | > loss_disc_real_4: 0.2229864001274109 (0.22799563529540082) | > loss_disc_real_5: 0.18729421496391296 (0.21933546697809583) | > loss_0: 2.3162288665771484 (2.3492893702318884) | > grad_norm_0: tensor(21.3763, device='cuda:0') (tensor(27.0317, device='cuda:0')) | > loss_gen: 2.524167060852051 (2.5097198413342845) | > loss_kl: 1.9704853296279907 (1.929530154280111) | > loss_feat: 8.963081359863281 (7.203118359961477) | > loss_mel: 18.438552856445312 (17.93414113310728) | > loss_duration: 2.206057548522949 (2.075497855540033) | > loss_1: 34.10234451293945 (31.65200715486695) | > grad_norm_1: tensor(330.3927, device='cuda:0') (tensor(264.7999, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.4544 (0.39423347006038745) | > loader_time: 0.0072 (0.004591290642615078)  --> TIME: 2024-06-11 08:43:24 -- STEP: 319/330 -- GLOBAL_STEP: 220650 | > loss_disc: 2.5070321559906006 (2.352541783760334) | > loss_disc_real_0: 0.15738949179649353 (0.11853288821759268) | > loss_disc_real_1: 0.15692846477031708 (0.19901913030767898) | > loss_disc_real_2: 0.24775119125843048 (0.21370778959186104) | > loss_disc_real_3: 0.2218616008758545 (0.22894834799452635) | > loss_disc_real_4: 0.24131469428539276 (0.22837031410779327) | > loss_disc_real_5: 0.1961037814617157 (0.21970300796824188) | > loss_0: 2.5070321559906006 (2.352541783760334) | > grad_norm_0: tensor(29.2881, device='cuda:0') (tensor(27.5403, device='cuda:0')) | > loss_gen: 2.3632304668426514 (2.5057606106641526) | > loss_kl: 2.066716432571411 (1.9355085658429185) | > loss_feat: 7.11366081237793 (7.213854001980964) | > loss_mel: 16.92958641052246 (17.896850245125975) | > loss_duration: 2.2650973796844482 (2.088792567342799) | > loss_1: 30.73828887939453 (31.640765814945617) | > grad_norm_1: tensor(323.8297, device='cuda:0') (tensor(273.7199, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.555 (0.4036623975699973) | > loader_time: 0.0084 (0.004854055781349494)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6628332138061523 (2.6628332138061523) | > loss_disc_real_0: 0.18854466080665588 (0.18854466080665588) | > loss_disc_real_1: 0.3117682933807373 (0.3117682933807373) | > loss_disc_real_2: 0.26845771074295044 (0.26845771074295044) | > loss_disc_real_3: 0.27386701107025146 (0.27386701107025146) | > loss_disc_real_4: 0.23005561530590057 (0.23005561530590057) | > loss_disc_real_5: 0.267961323261261 (0.267961323261261) | > loss_0: 2.6628332138061523 (2.6628332138061523) | > loss_gen: 2.219771385192871 (2.219771385192871) | > loss_kl: 2.3222949504852295 (2.3222949504852295) | > loss_feat: 3.6222784519195557 (3.6222784519195557) | > loss_mel: 14.708139419555664 (14.708139419555664) | > loss_duration: 2.931398868560791 (2.931398868560791) | > loss_1: 25.803884506225586 (25.803884506225586)  --> STEP: 1 | > loss_disc: 2.1818957328796387 (2.1818957328796387) | > loss_disc_real_0: 0.07870782911777496 (0.07870782911777496) | > loss_disc_real_1: 0.16574355959892273 (0.16574355959892273) | > loss_disc_real_2: 0.19071350991725922 (0.19071350991725922) | > loss_disc_real_3: 0.19024237990379333 (0.19024237990379333) | > loss_disc_real_4: 0.20342513918876648 (0.20342513918876648) | > loss_disc_real_5: 0.2124326527118683 (0.2124326527118683) | > loss_0: 2.1818957328796387 (2.1818957328796387) | > loss_gen: 2.2916436195373535 (2.2916436195373535) | > loss_kl: 2.2080187797546387 (2.2080187797546387) | > loss_feat: 7.7823591232299805 (7.7823591232299805) | > loss_mel: 17.174562454223633 (17.174562454223633) | > loss_duration: 2.478217124938965 (2.478217124938965) | > loss_1: 31.934799194335938 (31.934799194335938)  --> STEP: 2 | > loss_disc: 2.110844373703003 (2.146370053291321) | > loss_disc_real_0: 0.07002116739749908 (0.07436449825763702) | > loss_disc_real_1: 0.21627415716648102 (0.19100885838270187) | > loss_disc_real_2: 0.2090565264225006 (0.1998850181698799) | > loss_disc_real_3: 0.22731268405914307 (0.2087775319814682) | > loss_disc_real_4: 0.15762624144554138 (0.18052569031715393) | > loss_disc_real_5: 0.16030029952526093 (0.1863664761185646) | > loss_0: 2.110844373703003 (2.146370053291321) | > loss_gen: 2.446398973464966 (2.3690212965011597) | > loss_kl: 2.9963648319244385 (2.6021918058395386) | > loss_feat: 7.028555870056152 (7.405457496643066) | > loss_mel: 19.499204635620117 (18.336883544921875) | > loss_duration: 2.4393649101257324 (2.4587910175323486) | > loss_1: 34.409889221191406 (33.17234420776367)  --> STEP: 3 | > loss_disc: 2.3290133476257324 (2.2072511514027915) | > loss_disc_real_0: 0.09523890912532806 (0.08132263521353404) | > loss_disc_real_1: 0.13203570246696472 (0.17135113974412283) | > loss_disc_real_2: 0.2268221378326416 (0.20886405805746713) | > loss_disc_real_3: 0.22225959599018097 (0.21327155331770578) | > loss_disc_real_4: 0.2411481738090515 (0.20073318481445312) | > loss_disc_real_5: 0.18524138629436493 (0.1859914461771647) | > loss_0: 2.3290133476257324 (2.2072511514027915) | > loss_gen: 2.1652214527130127 (2.301088015238444) | > loss_kl: 3.1073968410491943 (2.7705934842427573) | > loss_feat: 5.621197700500488 (6.810704231262207) | > loss_mel: 18.846357345581055 (18.5067081451416) | > loss_duration: 2.259467363357544 (2.3923497994740806) | > loss_1: 31.99964141845703 (32.78144327799479)  --> STEP: 4 | > loss_disc: 2.3087751865386963 (2.2326321601867676) | > loss_disc_real_0: 0.12158498167991638 (0.09138822183012962) | > loss_disc_real_1: 0.15438514947891235 (0.1671096421778202) | > loss_disc_real_2: 0.17405733466148376 (0.2001623772084713) | > loss_disc_real_3: 0.23472127318382263 (0.218633983284235) | > loss_disc_real_4: 0.20572274923324585 (0.2019805759191513) | > loss_disc_real_5: 0.2618108093738556 (0.20494628697633743) | > loss_0: 2.3087751865386963 (2.2326321601867676) | > loss_gen: 2.2476272583007812 (2.2877228260040283) | > loss_kl: 3.3106789588928223 (2.9056148529052734) | > loss_feat: 4.952517509460449 (6.346157550811768) | > loss_mel: 19.076622009277344 (18.649186611175537) | > loss_duration: 2.306150436401367 (2.370799958705902) | > loss_1: 31.893596649169922 (32.559481620788574)  --> STEP: 5 | > loss_disc: 2.4346585273742676 (2.2730374336242676) | > loss_disc_real_0: 0.12387333065271378 (0.09788524359464645) | > loss_disc_real_1: 0.19184629619121552 (0.17205697298049927) | > loss_disc_real_2: 0.21350862085819244 (0.20283162593841553) | > loss_disc_real_3: 0.2282402664422989 (0.22055523991584777) | > loss_disc_real_4: 0.2625490128993988 (0.21409426331520082) | > loss_disc_real_5: 0.2954655587673187 (0.22305014133453369) | > loss_0: 2.4346585273742676 (2.2730374336242676) | > loss_gen: 2.4384841918945312 (2.317875099182129) | > loss_kl: 2.1647555828094482 (2.757442998886108) | > loss_feat: 5.118090629577637 (6.100544166564942) | > loss_mel: 18.80948829650879 (18.681246948242187) | > loss_duration: 2.3964192867279053 (2.375923824310303) | > loss_1: 30.92723846435547 (32.23303298950195)  --> STEP: 6 | > loss_disc: 2.5221102237701416 (2.3145495653152466) | > loss_disc_real_0: 0.0814770758152008 (0.09515054896473885) | > loss_disc_real_1: 0.2161974012851715 (0.17941371103127798) | > loss_disc_real_2: 0.21563006937503815 (0.2049646998445193) | > loss_disc_real_3: 0.2453683614730835 (0.22469076017538706) | > loss_disc_real_4: 0.24230870604515076 (0.21879667043685913) | > loss_disc_real_5: 0.23279140889644623 (0.2246736859281858) | > loss_0: 2.5221102237701416 (2.3145495653152466) | > loss_gen: 2.172412633895874 (2.293631354967753) | > loss_kl: 2.833766460418701 (2.770163575808207) | > loss_feat: 4.967099189758301 (5.911636670430501) | > loss_mel: 18.41606903076172 (18.63705062866211) | > loss_duration: 2.121377468109131 (2.3334994316101074) | > loss_1: 30.510725021362305 (31.94598166147868)  --> STEP: 7 | > loss_disc: 2.4771854877471924 (2.3377832685198103) | > loss_disc_real_0: 0.0973919928073883 (0.09547075522797448) | > loss_disc_real_1: 0.2180321365594864 (0.18493062896387918) | > loss_disc_real_2: 0.28236255049705505 (0.2160215356520244) | > loss_disc_real_3: 0.2903296947479248 (0.23406775082860673) | > loss_disc_real_4: 0.26713132858276367 (0.2257016216005598) | > loss_disc_real_5: 0.31765952706336975 (0.23795737751892634) | > loss_0: 2.4771854877471924 (2.3377832685198103) | > loss_gen: 2.484914541244507 (2.320957524435861) | > loss_kl: 4.162893295288086 (2.969124964305333) | > loss_feat: 4.8913893699646 (5.765887056078229) | > loss_mel: 19.38005256652832 (18.743193762642996) | > loss_duration: 2.5489680767059326 (2.3642806666237965) | > loss_1: 33.46821975708008 (32.163444246564595)  --> STEP: 8 | > loss_disc: 2.4916622638702393 (2.357018142938614) | > loss_disc_real_0: 0.2988783121109009 (0.12089669983834028) | > loss_disc_real_1: 0.26863691210746765 (0.19539391435682774) | > loss_disc_real_2: 0.2543330192565918 (0.22081047110259533) | > loss_disc_real_3: 0.27576541900634766 (0.23927995935082436) | > loss_disc_real_4: 0.16702954471111298 (0.21836761198937893) | > loss_disc_real_5: 0.17342831194400787 (0.22989124432206154) | > loss_0: 2.4916622638702393 (2.357018142938614) | > loss_gen: 2.5847089290618896 (2.3539264500141144) | > loss_kl: 2.5293726921081543 (2.9141559302806854) | > loss_feat: 10.928049087524414 (6.411157310009003) | > loss_mel: 19.774961471557617 (18.872164726257324) | > loss_duration: 2.18325138092041 (2.3416520059108734) | > loss_1: 38.000343322753906 (32.89305663108826)  --> STEP: 9 | > loss_disc: 2.4104177951812744 (2.3629514376322427) | > loss_disc_real_0: 0.13168075680732727 (0.12209492839044994) | > loss_disc_real_1: 0.25874969363212585 (0.20243344538741642) | > loss_disc_real_2: 0.2670104503631592 (0.22594380213154686) | > loss_disc_real_3: 0.25335437059402466 (0.24084378282229105) | > loss_disc_real_4: 0.23062925040721893 (0.21973001625802782) | > loss_disc_real_5: 0.193404421210289 (0.22583715286519793) | > loss_0: 2.4104177951812744 (2.3629514376322427) | > loss_gen: 2.582131862640381 (2.3792826069725885) | > loss_kl: 1.9769986867904663 (2.810027347670661) | > loss_feat: 9.154863357543945 (6.716013537512885) | > loss_mel: 18.370807647705078 (18.816458384195965) | > loss_duration: 2.12911319732666 (2.31803658273485) | > loss_1: 34.21391296386719 (33.03981844584147)  --> STEP: 10 | > loss_disc: 2.4038097858428955 (2.367037272453308) | > loss_disc_real_0: 0.1274741142988205 (0.122632846981287) | > loss_disc_real_1: 0.24270084500312805 (0.20646018534898758) | > loss_disc_real_2: 0.24036769568920135 (0.22738619148731232) | > loss_disc_real_3: 0.21808286011219025 (0.23856769055128096) | > loss_disc_real_4: 0.25646713376045227 (0.22340372800827027) | > loss_disc_real_5: 0.3029809892177582 (0.23355153650045396) | > loss_0: 2.4038097858428955 (2.367037272453308) | > loss_gen: 2.541628122329712 (2.3955171585083006) | > loss_kl: 2.473339080810547 (2.7763585209846497) | > loss_feat: 6.2959370613098145 (6.6740058898925785) | > loss_mel: 15.57951831817627 (18.492764377593993) | > loss_duration: 2.3328278064727783 (2.3195157051086426) | > loss_1: 29.223249435424805 (32.6581615447998)  --> STEP: 11 | > loss_disc: 2.2393665313720703 (2.355430841445923) | > loss_disc_real_0: 0.06512030959129333 (0.11740443449128758) | > loss_disc_real_1: 0.17744192481040955 (0.2038221616636623) | > loss_disc_real_2: 0.25283804535865784 (0.22969999638470737) | > loss_disc_real_3: 0.2713460326194763 (0.24154753983020782) | > loss_disc_real_4: 0.21735528111457825 (0.2228538691997528) | > loss_disc_real_5: 0.21798178553581238 (0.23213610459457745) | > loss_0: 2.2393665313720703 (2.355430841445923) | > loss_gen: 2.360689878463745 (2.392351042140614) | > loss_kl: 3.1089515686035156 (2.8065942525863647) | > loss_feat: 6.274936676025391 (6.6377268704501065) | > loss_mel: 18.464292526245117 (18.490176027471367) | > loss_duration: 2.4410266876220703 (2.3305621580644087) | > loss_1: 32.64989471435547 (32.657410014759414)  --> STEP: 12 | > loss_disc: 2.2973177433013916 (2.350588083267212) | > loss_disc_real_0: 0.06880168616771698 (0.11335420546432336) | > loss_disc_real_1: 0.19581134617328644 (0.20315459370613098) | > loss_disc_real_2: 0.28376075625419617 (0.23420505970716476) | > loss_disc_real_3: 0.258249431848526 (0.24293936416506767) | > loss_disc_real_4: 0.20670801401138306 (0.22150838126738867) | > loss_disc_real_5: 0.21118034422397614 (0.23038979123036066) | > loss_0: 2.2973177433013916 (2.350588083267212) | > loss_gen: 2.4057133197784424 (2.3934645652770996) | > loss_kl: 2.6464176177978516 (2.793246199687322) | > loss_feat: 6.508786201477051 (6.626981814702352) | > loss_mel: 18.316862106323242 (18.475733200709023) | > loss_duration: 2.2498912811279297 (2.3238395849863687) | > loss_1: 32.12767028808594 (32.61326503753663)  --> STEP: 13 | > loss_disc: 2.3847007751464844 (2.353212136488694) | > loss_disc_real_0: 0.0646769106388092 (0.10960979817005304) | > loss_disc_real_1: 0.20066078007221222 (0.20296276188813722) | > loss_disc_real_2: 0.23612938821315765 (0.23435308497685653) | > loss_disc_real_3: 0.24058882892131805 (0.24275855376170233) | > loss_disc_real_4: 0.21720033884048462 (0.22117699338839605) | > loss_disc_real_5: 0.21609534323215485 (0.22929021830742174) | > loss_0: 2.3847007751464844 (2.353212136488694) | > loss_gen: 2.26615834236145 (2.3836717788989725) | > loss_kl: 2.923295021057129 (2.803249955177307) | > loss_feat: 8.41073989868164 (6.764193975008451) | > loss_mel: 18.253108978271484 (18.45860826052152) | > loss_duration: 2.1938438415527344 (2.313839912414551) | > loss_1: 34.04714584350586 (32.72356356107272)  --> STEP: 14 | > loss_disc: 2.4039626121520996 (2.356837170464652) | > loss_disc_real_0: 0.12094403803348541 (0.11041938673172678) | > loss_disc_real_1: 0.19115222990512848 (0.20211915246077947) | > loss_disc_real_2: 0.21821384131908417 (0.2332002818584442) | > loss_disc_real_3: 0.20415633916854858 (0.2400012527193342) | > loss_disc_real_4: 0.2533351480960846 (0.22347400443894522) | > loss_disc_real_5: 0.2957473695278168 (0.2340371576803071) | > loss_0: 2.4039626121520996 (2.356837170464652) | > loss_gen: 2.5562968254089355 (2.39600213936397) | > loss_kl: 3.576888084411621 (2.858509821551187) | > loss_feat: 5.9274468421936035 (6.704426322664533) | > loss_mel: 21.08568572998047 (18.64625665119716) | > loss_duration: 2.348454236984253 (2.3163123641695296) | > loss_1: 35.49477005004883 (32.921506881713874)  --> STEP: 15 | > loss_disc: 2.227355480194092 (2.348205057779948) | > loss_disc_real_0: 0.16631349921226501 (0.114145660897096) | > loss_disc_real_1: 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loss_disc_real_4: 0.20826533436775208 (0.2195633240044117) | > loss_disc_real_5: 0.14545081555843353 (0.22669530473649502) | > loss_0: 2.351106643676758 (2.3483864068984985) | > loss_gen: 2.106388568878174 (2.3977930396795273) | > loss_kl: 2.3380343914031982 (2.8262244537472725) | > loss_feat: 5.339526176452637 (6.779374212026596) | > loss_mel: 15.451550483703613 (18.478471159934998) | > loss_duration: 2.368922233581543 (2.3206839114427567) | > loss_1: 27.60442352294922 (32.802546739578254)  --> STEP: 17 | > loss_disc: 2.493252754211426 (2.3569079567404354) | > loss_disc_real_0: 0.17439016699790955 (0.1181420022073914) | > loss_disc_real_1: 0.20812655985355377 (0.20486331248984618) | > loss_disc_real_2: 0.2660312056541443 (0.2331101894378662) | > loss_disc_real_3: 0.26804471015930176 (0.24401988352046294) | > loss_disc_real_4: 0.2721782922744751 (0.22265832213794484) | > loss_disc_real_5: 0.2663052976131439 (0.22902530431747437) | > loss_0: 2.493252754211426 (2.3569079567404354) | > loss_gen: 2.532360553741455 (2.405708775800817) | > loss_kl: 2.3158717155456543 (2.796203704441295) | > loss_feat: 5.240502834320068 (6.6888523662791535) | > loss_mel: 17.312713623046875 (18.409897187176874) | > loss_duration: 2.400597333908081 (2.3253847009995403) | > loss_1: 29.802043914794922 (32.62604657341453)  --> STEP: 18 | > loss_disc: 2.2041115760803223 (2.348419268925985) | > loss_disc_real_0: 0.17727407813072205 (0.12142711753646533) | > loss_disc_real_1: 0.1639723926782608 (0.20259159472253588) | > loss_disc_real_2: 0.18614855408668518 (0.23050120969613394) | > loss_disc_real_3: 0.24591922760009766 (0.2441254026359982) | > loss_disc_real_4: 0.2208356261253357 (0.22255706124835545) | > loss_disc_real_5: 0.2870296835899353 (0.23224776983261108) | > loss_0: 2.2041115760803223 (2.348419268925985) | > loss_gen: 2.6615982055664062 (2.4199248552322388) | > loss_kl: 3.3192505836486816 (2.8252618643972607) | > loss_feat: 8.411826133728027 (6.784573131137424) | > loss_mel: 18.608272552490234 (18.420918040805393) | > loss_duration: 2.259308338165283 (2.3217137919531927) | > loss_1: 35.26025390625 (32.77239142523872)  --> STEP: 19 | > loss_disc: 2.40146803855896 (2.3512113094329834) | > loss_disc_real_0: 0.16542434692382812 (0.12374276118843179) | > loss_disc_real_1: 0.21212635934352875 (0.20309342443943024) | > loss_disc_real_2: 0.30778348445892334 (0.2345686978415439) | > loss_disc_real_3: 0.24557259678840637 (0.24420157074928284) | > loss_disc_real_4: 0.2508462965488434 (0.22404596836943375) | > loss_disc_real_5: 0.2687736749649048 (0.23417018589220548) | > loss_0: 2.40146803855896 (2.3512113094329834) | > loss_gen: 2.774576187133789 (2.4385907148060046) | > loss_kl: 2.3371317386627197 (2.7995708051480745) | > loss_feat: 7.134861469268799 (6.803009359460128) | > loss_mel: 18.66001319885254 (18.433501996492083) | > loss_duration: 2.32736873626709 (2.3220114206012927) | > loss_1: 33.233951568603516 (32.796684064363184)  --> STEP: 20 | > loss_disc: 2.219235897064209 (2.3446125388145447) | > loss_disc_real_0: 0.07811252027750015 (0.12146124914288521) | > loss_disc_real_1: 0.20940914750099182 (0.20340921059250833) | > loss_disc_real_2: 0.3168871998786926 (0.23868462294340134) | > loss_disc_real_3: 0.2780441641807556 (0.24589370042085648) | > loss_disc_real_4: 0.1862010806798935 (0.22215372398495675) | > loss_disc_real_5: 0.1961190551519394 (0.23226762935519218) | > loss_0: 2.219235897064209 (2.3446125388145447) | > loss_gen: 2.6287310123443604 (2.4480977296829223) | > loss_kl: 2.0263280868530273 (2.7609086692333222) | > loss_feat: 7.178479194641113 (6.821782851219178) | > loss_mel: 20.625715255737305 (18.543112659454344) | > loss_duration: 2.3041961193084717 (2.3211206555366517) | > loss_1: 34.763450622558594 (32.895022392272956)  --> STEP: 21 | > loss_disc: 2.3188533782958984 (2.3433859121231806) | > loss_disc_real_0: 0.19475769996643066 (0.1249515563249588) | > loss_disc_real_1: 0.1945095807313919 (0.2029854186943599) | > loss_disc_real_2: 0.2352951616048813 (0.23852322002251944) | > loss_disc_real_3: 0.25414127111434937 (0.24628644188245138) | > loss_disc_real_4: 0.247048482298851 (0.22333918866657076) | > loss_disc_real_5: 0.1759631335735321 (0.22958646288939885) | > loss_0: 2.3188533782958984 (2.3433859121231806) | > loss_gen: 2.430854558944702 (2.447276626314436) | > loss_kl: 2.0583302974700928 (2.727452556292216) | > loss_feat: 6.083703517913818 (6.786636216299875) | > loss_mel: 16.342811584472656 (18.438336417788552) | > loss_duration: 2.1352128982543945 (2.3122679051898776) | > loss_1: 29.05091094970703 (32.711969466436486)  --> STEP: 22 | > loss_disc: 2.2490525245666504 (2.339098030870611) | > loss_disc_real_0: 0.09384455531835556 (0.12353760173374956) | > loss_disc_real_1: 0.15626859664916992 (0.2008619267832149) | > loss_disc_real_2: 0.17915497720241547 (0.23582466353069653) | > loss_disc_real_3: 0.21432140469551086 (0.24483348564668136) | > loss_disc_real_4: 0.2232000231742859 (0.22333286296237598) | > loss_disc_real_5: 0.24875910580158234 (0.23045794665813446) | > loss_0: 2.2490525245666504 (2.339098030870611) | > loss_gen: 2.3669240474700928 (2.443624236366966) | > loss_kl: 2.6128125190734863 (2.7222416455095466) | > loss_feat: 8.22866439819336 (6.852182951840487) | > loss_mel: 20.83356285095215 (18.547210346568715) | > loss_duration: 2.187197208404541 (2.306582873517817) | > loss_1: 36.22916030883789 (32.87184177745473)  --> STEP: 23 | > loss_disc: 2.3109970092773438 (2.3378762473230776) | > loss_disc_real_0: 0.1982119083404541 (0.12678431071664975) | > loss_disc_real_1: 0.2322850078344345 (0.20222814769848532) | > loss_disc_real_2: 0.22634033858776093 (0.23541230157665585) | > loss_disc_real_3: 0.22727440297603607 (0.24407004726969678) | > loss_disc_real_4: 0.19400817155838013 (0.22205787637959357) | > loss_disc_real_5: 0.2127228081226349 (0.22968685367833014) | > loss_0: 2.3109970092773438 (2.3378762473230776) | > loss_gen: 2.6145999431610107 (2.451057962749316) | > loss_kl: 2.3156771659851074 (2.704564929008484) | > loss_feat: 7.305493354797363 (6.871892099795134) | > loss_mel: 17.762283325195312 (18.51308308476987) | > loss_duration: 2.295867443084717 (2.3061169852381167) | > loss_1: 32.29391860961914 (32.846714683201014)  --> STEP: 24 | > loss_disc: 2.4838707447052 (2.3439593513806662) | > loss_disc_real_0: 0.21104606986045837 (0.1302952173476418) | > loss_disc_real_1: 0.26415055990219116 (0.20480824820697308) | > loss_disc_real_2: 0.2771996557712555 (0.23715344133476415) | > loss_disc_real_3: 0.2999173700809479 (0.2463970190534989) | > loss_disc_real_4: 0.24563804268836975 (0.2230403833091259) | > loss_disc_real_5: 0.21059520542621613 (0.22889136833449206) | > loss_0: 2.4838707447052 (2.3439593513806662) | > loss_gen: 2.583981990814209 (2.4565964639186864) | > loss_kl: 2.7356202602386475 (2.705858901143074) | > loss_feat: 5.466630458831787 (6.813339531421661) | > loss_mel: 17.917295455932617 (18.488258600234985) | > loss_duration: 2.4115242958068848 (2.3105089565118155) | > loss_1: 31.11505126953125 (32.774562040964774)  --> STEP: 25 | > loss_disc: 2.4770143032073975 (2.3492815494537354) | > loss_disc_real_0: 0.1485792100429535 (0.13102657705545426) | > loss_disc_real_1: 0.17252683639526367 (0.2035169917345047) | > loss_disc_real_2: 0.24753287434577942 (0.23756861865520476) | > loss_disc_real_3: 0.255994975566864 (0.2467809373140335) | > loss_disc_real_4: 0.2749998867511749 (0.22511876344680787) | > loss_disc_real_5: 0.25306689739227295 (0.2298583894968033) | > loss_0: 2.4770143032073975 (2.3492815494537354) | > loss_gen: 2.2668209075927734 (2.44900544166565) | > loss_kl: 2.4506735801696777 (2.6956514883041383) | > loss_feat: 5.867015361785889 (6.77548656463623) | > loss_mel: 16.410852432250977 (18.405162353515625) | > loss_duration: 2.3770999908447266 (2.313172597885132) | > loss_1: 29.37246322631836 (32.63847808837892)  --> STEP: 26 | > loss_disc: 2.531123399734497 (2.3562754667722263) | > loss_disc_real_0: 0.09656108915805817 (0.12970098136709288) | > loss_disc_real_1: 0.21091993153095245 (0.20380172018821424) | > loss_disc_real_2: 0.2417203187942505 (0.23772829942978346) | > loss_disc_real_3: 0.24251312017440796 (0.246616790500971) | > loss_disc_real_4: 0.1653265506029129 (0.2228190629528119) | > loss_disc_real_5: 0.20230086147785187 (0.22879848457299745) | > loss_0: 2.531123399734497 (2.3562754667722263) | > loss_gen: 2.156318426132202 (2.4377482487605175) | > loss_kl: 2.0162439346313477 (2.6695204285474925) | > loss_feat: 12.614856719970703 (7.000077724456787) | > loss_mel: 18.506715774536133 (18.409068254324104) | > loss_duration: 2.2700462341308594 (2.3115138915868907) | > loss_1: 37.56418228149414 (32.82792824965258) --> EVAL PERFORMANCE | > avg_loader_time: 0.002420434584984412 (-0.0001756136233990015) | > avg_loss_disc: 2.3562754667722263 (-0.06284249745882464) | > avg_loss_disc_real_0: 0.12970098136709288 (-0.03569804533169818) | > avg_loss_disc_real_1: 0.20380172018821424 (+0.012629885799609664) | > avg_loss_disc_real_2: 0.23772829942978346 (-0.026171672229583443) | > avg_loss_disc_real_3: 0.246616790500971 (-0.029766491399361522) | > avg_loss_disc_real_4: 0.2228190629528119 (-0.03282184096483082) | > avg_loss_disc_real_5: 0.22879848457299745 (-0.04084752729305846) | > avg_loss_0: 2.3562754667722263 (-0.06284249745882464) | > avg_loss_gen: 2.4377482487605175 (-0.19279421292818455) | > avg_loss_kl: 2.6695204285474925 (-0.07833785277146532) | > avg_loss_feat: 7.000077724456787 (-0.09159860244164086) | > avg_loss_mel: 18.409068254324104 (+0.12106194862952435) | > avg_loss_duration: 2.3115138915868907 (-0.006082608149601043) | > avg_loss_1: 32.82792824965258 (-0.2477518228384099)  > EPOCH: 402/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:43:49)   --> TIME: 2024-06-11 08:43:55 -- STEP: 14/330 -- GLOBAL_STEP: 220675 | > loss_disc: 2.348021984100342 (2.3638991628374373) | > loss_disc_real_0: 0.14017245173454285 (0.11695396208337375) | > loss_disc_real_1: 0.19499337673187256 (0.20840240057025636) | > loss_disc_real_2: 0.23671065270900726 (0.2123384816305978) | > loss_disc_real_3: 0.22232790291309357 (0.22960554169757025) | > loss_disc_real_4: 0.23490750789642334 (0.22437376848288945) | > loss_disc_real_5: 0.20646928250789642 (0.222997214112963) | > loss_0: 2.348021984100342 (2.3638991628374373) | > grad_norm_0: tensor(7.5851, device='cuda:0') (tensor(6.6106, device='cuda:0')) | > loss_gen: 2.5151207447052 (2.4735486848013744) | > loss_kl: 1.7687458992004395 (1.8343826021466936) | > loss_feat: 7.048085689544678 (6.815713678087507) | > loss_mel: 17.75963592529297 (18.298285484313965) | > loss_duration: 2.0498666763305664 (2.134565949440003) | > loss_1: 31.141456604003906 (31.556496483939036) | > grad_norm_1: tensor(50.6703, device='cuda:0') (tensor(78.1523, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3634 (0.3614130701337542) | > loader_time: 0.003 (0.0031642913818359375)  --> TIME: 2024-06-11 08:44:05 -- STEP: 39/330 -- GLOBAL_STEP: 220700 | > loss_disc: 2.3266549110412598 (2.3520072178962903) | > loss_disc_real_0: 0.1382930427789688 (0.11575065171107268) | > loss_disc_real_1: 0.22283221781253815 (0.20384588149877694) | > loss_disc_real_2: 0.201106458902359 (0.20960609156351823) | > loss_disc_real_3: 0.23764729499816895 (0.22738573069755846) | > loss_disc_real_4: 0.2192533165216446 (0.2271240892318579) | > loss_disc_real_5: 0.18755881488323212 (0.22257293646152204) | > loss_0: 2.3266549110412598 (2.3520072178962903) | > grad_norm_0: tensor(9.2060, device='cuda:0') (tensor(7.9231, device='cuda:0')) | > loss_gen: 2.390784740447998 (2.5094421704610195) | > loss_kl: 1.9343857765197754 (1.848137534581698) | > loss_feat: 7.293030738830566 (7.025156815846761) | > loss_mel: 18.06583023071289 (18.249658780220223) | > loss_duration: 2.0561299324035645 (2.0630899148109627) | > loss_1: 31.740161895751953 (31.69548518841083) | > grad_norm_1: tensor(97.6519, device='cuda:0') (tensor(109.1365, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3532 (0.3614964424035488) | > loader_time: 0.0032 (0.003376483917236328)  --> TIME: 2024-06-11 08:44:14 -- STEP: 64/330 -- GLOBAL_STEP: 220725 | > loss_disc: 2.2849044799804688 (2.354625679552556) | > loss_disc_real_0: 0.11558631807565689 (0.11396956245880574) | > loss_disc_real_1: 0.19747282564640045 (0.20433011464774609) | > loss_disc_real_2: 0.21745175123214722 (0.21107083279639482) | > loss_disc_real_3: 0.24293068051338196 (0.2291840494144708) | > loss_disc_real_4: 0.24075227975845337 (0.22797339619137347) | > loss_disc_real_5: 0.2068457305431366 (0.22178810299374163) | > loss_0: 2.2849044799804688 (2.354625679552556) | > grad_norm_0: tensor(51.4424, device='cuda:0') (tensor(13.3056, device='cuda:0')) | > loss_gen: 2.571751356124878 (2.504270080477) | > loss_kl: 1.8961942195892334 (1.8626342732459307) | > loss_feat: 7.444423198699951 (7.0995635613799095) | > loss_mel: 18.08329963684082 (18.22916463017463) | > loss_duration: 2.040210723876953 (2.0399058759212485) | > loss_1: 32.0358772277832 (31.735538601875305) | > grad_norm_1: tensor(431.1174, device='cuda:0') (tensor(163.7090, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3772 (0.3642352409660816) | > loader_time: 0.0042 (0.0034842565655708313)  --> TIME: 2024-06-11 08:44:23 -- STEP: 89/330 -- GLOBAL_STEP: 220750 | > loss_disc: 2.334685802459717 (2.3416404590178073) | > loss_disc_real_0: 0.09763532876968384 (0.11351972659317296) | > loss_disc_real_1: 0.1932039111852646 (0.2010472344883372) | > loss_disc_real_2: 0.20862722396850586 (0.21075182249037067) | > loss_disc_real_3: 0.21218974888324738 (0.22653869380441943) | > loss_disc_real_4: 0.2249813824892044 (0.22727391291200444) | > loss_disc_real_5: 0.2209293246269226 (0.21949323258373174) | > loss_0: 2.334685802459717 (2.3416404590178073) | > grad_norm_0: tensor(14.9413, device='cuda:0') (tensor(14.4953, device='cuda:0')) | > loss_gen: 2.5301058292388916 (2.5073533165320927) | > loss_kl: 1.9340276718139648 (1.8749360663167547) | > loss_feat: 7.409209251403809 (7.145401188496793) | > loss_mel: 18.633663177490234 (18.145334458083255) | > loss_duration: 2.0231640338897705 (2.0309679026014336) | > loss_1: 32.53017044067383 (31.7039931436603) | > grad_norm_1: tensor(269.5896, device='cuda:0') (tensor(178.7519, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3598 (0.3658793133296323) | > loader_time: 0.0035 (0.003554028071714251)  --> TIME: 2024-06-11 08:44:33 -- STEP: 114/330 -- GLOBAL_STEP: 220775 | > loss_disc: 2.3285329341888428 (2.3400540289125944) | > loss_disc_real_0: 0.11411461234092712 (0.11248932700408132) | > loss_disc_real_1: 0.2114320695400238 (0.201508544777569) | > loss_disc_real_2: 0.22449447214603424 (0.2117666185163615) | > loss_disc_real_3: 0.21524697542190552 (0.22769494550792793) | > loss_disc_real_4: 0.21826235949993134 (0.2272276247018262) | > loss_disc_real_5: 0.2007959485054016 (0.219463433482145) | > loss_0: 2.3285329341888428 (2.3400540289125944) | > grad_norm_0: tensor(35.1567, device='cuda:0') (tensor(16.6354, device='cuda:0')) | > loss_gen: 2.499664068222046 (2.5101307839678046) | > loss_kl: 2.1072304248809814 (1.8821255418292262) | > loss_feat: 7.196428298950195 (7.152459947686446) | > loss_mel: 18.21559715270996 (18.12256339558385) | > loss_duration: 2.0345993041992188 (2.030040770246271) | > loss_1: 32.05352020263672 (31.697320703874553) | > grad_norm_1: tensor(192.9142, device='cuda:0') (tensor(205.4112, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3565 (0.3665987064963892) | > loader_time: 0.0039 (0.0036388719291017765)  --> TIME: 2024-06-11 08:44:42 -- STEP: 139/330 -- GLOBAL_STEP: 220800 | > loss_disc: 2.183795928955078 (2.3339400771710515) | > loss_disc_real_0: 0.11647285521030426 (0.11276759271570247) | > loss_disc_real_1: 0.20984743535518646 (0.2000097411570789) | > loss_disc_real_2: 0.22235268354415894 (0.21055657732829774) | > loss_disc_real_3: 0.21899797022342682 (0.2275821492611933) | > loss_disc_real_4: 0.22315528988838196 (0.2266851868346441) | > loss_disc_real_5: 0.2000904530286789 (0.2199340982617234) | > loss_0: 2.183795928955078 (2.3339400771710515) | > grad_norm_0: tensor(58.9834, device='cuda:0') (tensor(19.8604, device='cuda:0')) | > loss_gen: 2.7251923084259033 (2.5186881230031846) | > loss_kl: 2.038572072982788 (1.8882150847277195) | > loss_feat: 8.46163558959961 (7.170335591268197) | > loss_mel: 17.96953582763672 (18.120178401041382) | > loss_duration: 2.109574794769287 (2.0343805354276143) | > loss_1: 33.30451202392578 (31.73179796616808) | > grad_norm_1: tensor(428.2731, device='cuda:0') (tensor(222.0205, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3707 (0.36787464978883594) | > loader_time: 0.0048 (0.003735068890688231)  --> TIME: 2024-06-11 08:44:52 -- STEP: 164/330 -- GLOBAL_STEP: 220825 | > loss_disc: 2.4903368949890137 (2.3335669491349202) | > loss_disc_real_0: 0.128304123878479 (0.11224454064376471) | > loss_disc_real_1: 0.21354660391807556 (0.2000218051962736) | > loss_disc_real_2: 0.20785754919052124 (0.2110598443484888) | > loss_disc_real_3: 0.26284027099609375 (0.22769124424312173) | > loss_disc_real_4: 0.25717684626579285 (0.22695997629950687) | > loss_disc_real_5: 0.2532264292240143 (0.2199756767509914) | > loss_0: 2.4903368949890137 (2.3335669491349202) | > grad_norm_0: tensor(17.8345, device='cuda:0') (tensor(20.8417, device='cuda:0')) | > loss_gen: 2.4789698123931885 (2.5303862327482634) | > loss_kl: 1.9813611507415771 (1.897733104665105) | > loss_feat: 6.536130905151367 (7.220251275271904) | > loss_mel: 17.572612762451172 (18.102690719976664) | > loss_duration: 2.109145164489746 (2.036533468380206) | > loss_1: 30.678218841552734 (31.78759496967967) | > grad_norm_1: tensor(362.7449, device='cuda:0') (tensor(240.8379, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.379 (0.3691583828228275) | > loader_time: 0.0045 (0.0038308879224265495)  --> TIME: 2024-06-11 08:45:02 -- STEP: 189/330 -- GLOBAL_STEP: 220850 | > loss_disc: 2.492692708969116 (2.3313115235989685) | > loss_disc_real_0: 0.1685497760772705 (0.11276488392441361) | > loss_disc_real_1: 0.18181481957435608 (0.19966364372028875) | > loss_disc_real_2: 0.2522006332874298 (0.2114879585132397) | > loss_disc_real_3: 0.27427369356155396 (0.22740916418966162) | > loss_disc_real_4: 0.20948024094104767 (0.2257935474158595) | > loss_disc_real_5: 0.24385003745555878 (0.21972172782219276) | > loss_0: 2.492692708969116 (2.3313115235989685) | > grad_norm_0: tensor(41.2284, device='cuda:0') (tensor(23.3067, device='cuda:0')) | > loss_gen: 2.420342206954956 (2.5353305667796446) | > loss_kl: 1.9470264911651611 (1.8987694959791879) | > loss_feat: 6.469467639923096 (7.229106022567345) | > loss_mel: 17.962238311767578 (18.088535329021486) | > loss_duration: 2.1213603019714355 (2.042658885950764) | > loss_1: 30.920434951782227 (31.794400452306032) | > grad_norm_1: tensor(112.8863, device='cuda:0') (tensor(253.6833, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3967 (0.37090503980243) | > loader_time: 0.0047 (0.003944644221553097)  --> TIME: 2024-06-11 08:45:12 -- STEP: 214/330 -- GLOBAL_STEP: 220875 | > loss_disc: 2.443955421447754 (2.331664449700686) | > loss_disc_real_0: 0.17871659994125366 (0.11326597550901298) | > loss_disc_real_1: 0.2283719778060913 (0.19986142844797294) | > loss_disc_real_2: 0.26298999786376953 (0.21178494073520196) | > loss_disc_real_3: 0.23970848321914673 (0.22752505575663576) | > loss_disc_real_4: 0.2357855886220932 (0.22623874428116272) | > loss_disc_real_5: 0.24197973310947418 (0.22019825903611762) | > loss_0: 2.443955421447754 (2.331664449700686) | > grad_norm_0: tensor(43.6930, device='cuda:0') (tensor(23.9282, device='cuda:0')) | > loss_gen: 2.4013187885284424 (2.5327291544352732) | > loss_kl: 1.8725627660751343 (1.8974913063450394) | > loss_feat: 6.270610809326172 (7.233911485315483) | > loss_mel: 17.645681381225586 (18.052043005684837) | > loss_duration: 2.127443790435791 (2.048972289695918) | > loss_1: 30.317617416381836 (31.76514736068583) | > grad_norm_1: tensor(277.5038, device='cuda:0') (tensor(267.8441, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.3974 (0.37337361540749797) | > loader_time: 0.0052 (0.004070843491598825)  --> TIME: 2024-06-11 08:45:23 -- STEP: 239/330 -- GLOBAL_STEP: 220900 | > loss_disc: 2.4188637733459473 (2.3359881305295565) | > loss_disc_real_0: 0.14517301321029663 (0.1138841269467665) | > loss_disc_real_1: 0.15823985636234283 (0.20006841277727022) | > loss_disc_real_2: 0.21089421212673187 (0.2117633812721803) | > loss_disc_real_3: 0.21911464631557465 (0.2274774057346408) | > loss_disc_real_4: 0.22265051305294037 (0.2263595150105624) | > loss_disc_real_5: 0.2067226618528366 (0.22005932955811713) | > loss_0: 2.4188637733459473 (2.3359881305295565) | > grad_norm_0: tensor(67.4634, device='cuda:0') (tensor(25.5377, device='cuda:0')) | > loss_gen: 2.452475070953369 (2.5259135258247656) | > loss_kl: 1.8854103088378906 (1.898770190183089) | > loss_feat: 7.173986434936523 (7.218775866919482) | > loss_mel: 18.326143264770508 (18.030311999460658) | > loss_duration: 2.0868964195251465 (2.0567361974317167) | > loss_1: 31.924911499023438 (31.730507878578855) | > grad_norm_1: tensor(304.4770, device='cuda:0') (tensor(277.4377, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.4238 (0.37856476276988255) | > loader_time: 0.0059 (0.0042237058344246434)  --> TIME: 2024-06-11 08:45:34 -- STEP: 264/330 -- GLOBAL_STEP: 220925 | > loss_disc: 2.4396142959594727 (2.3432724728728793) | > loss_disc_real_0: 0.04894796013832092 (0.11516243831790757) | > loss_disc_real_1: 0.30454394221305847 (0.20084266556483327) | > loss_disc_real_2: 0.2390064299106598 (0.21242708170955832) | > loss_disc_real_3: 0.251926988363266 (0.22812406069627314) | > loss_disc_real_4: 0.2658727169036865 (0.2274228963775165) | > loss_disc_real_5: 0.23991240561008453 (0.2210901640920025) | > loss_0: 2.4396142959594727 (2.3432724728728793) | > grad_norm_0: tensor(35.0942, device='cuda:0') (tensor(27.4438, device='cuda:0')) | > loss_gen: 2.3796792030334473 (2.525105962247559) | > loss_kl: 1.8364356756210327 (1.900958781892603) | > loss_feat: 6.933079242706299 (7.229302579706365) | > loss_mel: 17.10806655883789 (18.010014172756325) | > loss_duration: 2.1677193641662598 (2.06409561859839) | > loss_1: 30.42498016357422 (31.72947715990471) | > grad_norm_1: tensor(300.5312, device='cuda:0') (tensor(289.1506, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.4447 (0.3840837442513667) | > loader_time: 0.0062 (0.004386742909749347)  --> TIME: 2024-06-11 08:45:45 -- STEP: 289/330 -- GLOBAL_STEP: 220950 | > loss_disc: 2.3702244758605957 (2.3400176693411434) | > loss_disc_real_0: 0.1360301673412323 (0.11517254198711224) | > loss_disc_real_1: 0.24340195953845978 (0.20026879131175243) | > loss_disc_real_2: 0.21556352078914642 (0.212514439926428) | > loss_disc_real_3: 0.23279407620429993 (0.22750531281360706) | > loss_disc_real_4: 0.2056473195552826 (0.22659003182884732) | > loss_disc_real_5: 0.18494676053524017 (0.22052636768372408) | > loss_0: 2.3702244758605957 (2.3400176693411434) | > grad_norm_0: tensor(53.9274, device='cuda:0') (tensor(29.0521, device='cuda:0')) | > loss_gen: 2.5028765201568604 (2.531326093475711) | > loss_kl: 1.8241225481033325 (1.901262834410354) | > loss_feat: 7.651737689971924 (7.256251264195954) | > loss_mel: 18.17566680908203 (17.97285229772022) | > loss_duration: 2.219639301300049 (2.0730511849314293) | > loss_1: 32.37404251098633 (31.73474374526925) | > grad_norm_1: tensor(370.5431, device='cuda:0') (tensor(301.4078, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.4495 (0.3894783345060778) | > loader_time: 0.0063 (0.004560549778921793)  --> TIME: 2024-06-11 08:45:58 -- STEP: 314/330 -- GLOBAL_STEP: 220975 | > loss_disc: 2.2860825061798096 (2.3419646343607803) | > loss_disc_real_0: 0.1177883967757225 (0.11628518238141658) | > loss_disc_real_1: 0.225600004196167 (0.20067884284219922) | > loss_disc_real_2: 0.18527954816818237 (0.21254917120288136) | > loss_disc_real_3: 0.19891539216041565 (0.2275392764787765) | > loss_disc_real_4: 0.21673250198364258 (0.2266962806320494) | > loss_disc_real_5: 0.18859869241714478 (0.22051597604895848) | > loss_0: 2.2860825061798096 (2.3419646343607803) | > grad_norm_0: tensor(37.4378, device='cuda:0') (tensor(30.8692, device='cuda:0')) | > loss_gen: 2.451990842819214 (2.530969376017333) | > loss_kl: 1.9406545162200928 (1.9051089499406755) | > loss_feat: 7.588878631591797 (7.272616395525112) | > loss_mel: 18.007078170776367 (17.949572551022694) | > loss_duration: 2.265944719314575 (2.0855233809750557) | > loss_1: 32.254547119140625 (31.74379072371562) | > grad_norm_1: tensor(512.7065, device='cuda:0') (tensor(313.2733, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.5256 (0.3976166559632416) | > loader_time: 0.0073 (0.004766569775380904)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.387335777282715 (2.387335777282715) | > loss_disc_real_0: 0.1394328474998474 (0.1394328474998474) | > loss_disc_real_1: 0.2814795970916748 (0.2814795970916748) | > loss_disc_real_2: 0.25587400794029236 (0.25587400794029236) | > loss_disc_real_3: 0.21116186678409576 (0.21116186678409576) | > loss_disc_real_4: 0.2157638669013977 (0.2157638669013977) | > loss_disc_real_5: 0.18179473280906677 (0.18179473280906677) | > loss_0: 2.387335777282715 (2.387335777282715) | > loss_gen: 2.5417516231536865 (2.5417516231536865) | > loss_kl: 1.6190979480743408 (1.6190979480743408) | > loss_feat: 7.255918502807617 (7.255918502807617) | > loss_mel: 18.607271194458008 (18.607271194458008) | > loss_duration: 2.8686766624450684 (2.8686766624450684) | > loss_1: 32.89271545410156 (32.89271545410156)  --> STEP: 1 | > loss_disc: 2.304401397705078 (2.304401397705078) | > loss_disc_real_0: 0.15337103605270386 (0.15337103605270386) | > loss_disc_real_1: 0.27115535736083984 (0.27115535736083984) | > loss_disc_real_2: 0.17233572900295258 (0.17233572900295258) | > loss_disc_real_3: 0.18896256387233734 (0.18896256387233734) | > loss_disc_real_4: 0.20657803118228912 (0.20657803118228912) | > loss_disc_real_5: 0.22546875476837158 (0.22546875476837158) | > loss_0: 2.304401397705078 (2.304401397705078) | > loss_gen: 2.394390344619751 (2.394390344619751) | > loss_kl: 2.3352251052856445 (2.3352251052856445) | > loss_feat: 6.05912971496582 (6.05912971496582) | > loss_mel: 18.09535026550293 (18.09535026550293) | > loss_duration: 2.394770622253418 (2.394770622253418) | > loss_1: 31.278865814208984 (31.278865814208984)  --> STEP: 2 | > loss_disc: 2.2015018463134766 (2.2529516220092773) | > loss_disc_real_0: 0.11088403314352036 (0.1321275345981121) | > loss_disc_real_1: 0.2801087200641632 (0.2756320387125015) | > loss_disc_real_2: 0.2634701430797577 (0.21790293604135513) | > loss_disc_real_3: 0.2208845317363739 (0.20492354780435562) | > loss_disc_real_4: 0.19769200682640076 (0.20213501900434494) | > loss_disc_real_5: 0.20140020549297333 (0.21343448013067245) | > loss_0: 2.2015018463134766 (2.2529516220092773) | > loss_gen: 2.7532734870910645 (2.5738319158554077) | > loss_kl: 2.4418745040893555 (2.3885498046875) | > loss_feat: 6.739351272583008 (6.399240493774414) | > loss_mel: 17.797937393188477 (17.946643829345703) | > loss_duration: 2.526374578475952 (2.460572600364685) | > loss_1: 32.258811950683594 (31.76883888244629)  --> STEP: 3 | > loss_disc: 2.2494325637817383 (2.2517786026000977) | > loss_disc_real_0: 0.13007047772407532 (0.13144184897343317) | > loss_disc_real_1: 0.21959426999092102 (0.2569527824719747) | > loss_disc_real_2: 0.16210460662841797 (0.1993034929037094) | > loss_disc_real_3: 0.23255376517772675 (0.214133620262146) | > loss_disc_real_4: 0.22829250991344452 (0.21085418264071146) | > loss_disc_real_5: 0.28656384348869324 (0.23781093458334604) | > loss_0: 2.2494325637817383 (2.2517786026000977) | > loss_gen: 2.7718119621276855 (2.6398252646128335) | > loss_kl: 2.3975753784179688 (2.3915583292643228) | > loss_feat: 9.009790420532227 (7.269423802693685) | > loss_mel: 19.37611961364746 (18.42313575744629) | > loss_duration: 2.2880425453186035 (2.403062582015991) | > loss_1: 35.84334182739258 (33.12700653076172)  --> STEP: 4 | > loss_disc: 2.385035514831543 (2.285092830657959) | > loss_disc_real_0: 0.16962161660194397 (0.14098679088056087) | > loss_disc_real_1: 0.27137067914009094 (0.26055725663900375) | > loss_disc_real_2: 0.19102641940116882 (0.19723422452807426) | > loss_disc_real_3: 0.26853224635124207 (0.22773327678442) | > loss_disc_real_4: 0.24373067915439606 (0.21907330676913261) | > loss_disc_real_5: 0.2123994529247284 (0.23145806416869164) | > loss_0: 2.385035514831543 (2.285092830657959) | > loss_gen: 2.3638510704040527 (2.5708317160606384) | > loss_kl: 3.5396063327789307 (2.678570330142975) | > loss_feat: 4.3946733474731445 (6.55073618888855) | > loss_mel: 18.05384635925293 (18.33081340789795) | > loss_duration: 2.3394923210144043 (2.3871700167655945) | > loss_1: 30.691469192504883 (32.51812219619751)  --> STEP: 5 | > loss_disc: 2.0688960552215576 (2.2418534755706787) | > loss_disc_real_0: 0.12719905376434326 (0.13822924345731735) | > loss_disc_real_1: 0.1939914971590042 (0.24724410474300385) | > loss_disc_real_2: 0.17995049059391022 (0.19377747774124146) | > loss_disc_real_3: 0.22599931061267853 (0.2273864835500717) | > loss_disc_real_4: 0.1990218162536621 (0.2150630086660385) | > loss_disc_real_5: 0.19449707865715027 (0.22406586706638337) | > loss_0: 2.0688960552215576 (2.2418534755706787) | > loss_gen: 2.7739455699920654 (2.611454486846924) | > loss_kl: 2.320887565612793 (2.6070337772369383) | > loss_feat: 7.398423194885254 (6.72027359008789) | > loss_mel: 19.16802406311035 (18.49825553894043) | > loss_duration: 2.4009053707122803 (2.389917087554932) | > loss_1: 34.06218338012695 (32.8269344329834)  --> STEP: 6 | > loss_disc: 2.5882253646850586 (2.2995821237564087) | > loss_disc_real_0: 0.14487728476524353 (0.13933725034197172) | > loss_disc_real_1: 0.2575051188468933 (0.24895427376031876) | > loss_disc_real_2: 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loss_disc_real_5: 0.24524714052677155 (0.24225081716264998) | > loss_0: 2.4703240394592285 (2.3239738259996687) | > loss_gen: 2.4549524784088135 (2.596658263887678) | > loss_kl: 4.036991119384766 (2.794205359050206) | > loss_feat: 5.707469940185547 (6.466705254146031) | > loss_mel: 15.670193672180176 (18.013149397713796) | > loss_duration: 2.541787624359131 (2.3796355383736745) | > loss_1: 30.411394119262695 (32.2503536769322)  --> STEP: 8 | > loss_disc: 2.4188129901885986 (2.335828721523285) | > loss_disc_real_0: 0.09532006084918976 (0.1378700127825141) | > loss_disc_real_1: 0.20155903697013855 (0.24584675766527653) | > loss_disc_real_2: 0.2692795991897583 (0.2203256357461214) | > loss_disc_real_3: 0.3121086359024048 (0.2403115127235651) | > loss_disc_real_4: 0.26335087418556213 (0.22890701331198215) | > loss_disc_real_5: 0.2938661277294159 (0.2487027309834957) | > loss_0: 2.4188129901885986 (2.335828721523285) | > loss_gen: 2.6554372310638428 (2.6040056347846985) | > loss_kl: 3.2212913036346436 (2.8475911021232605) | > loss_feat: 7.182684898376465 (6.556202709674835) | > loss_mel: 19.306665420532227 (18.1748389005661) | > loss_duration: 2.2063679695129395 (2.3579770922660828) | > loss_1: 34.572444915771484 (32.54061508178711)  --> STEP: 9 | > loss_disc: 2.4453306198120117 (2.3479955991109214) | > loss_disc_real_0: 0.20137974619865417 (0.1449266498287519) | > loss_disc_real_1: 0.22940994799137115 (0.24402044547928703) | > loss_disc_real_2: 0.26590752601623535 (0.22539029022057852) | > loss_disc_real_3: 0.24835529923439026 (0.24120526678032345) | > loss_disc_real_4: 0.24204422533512115 (0.23036670353677538) | > loss_disc_real_5: 0.20697683095932007 (0.2440665198696984) | > loss_0: 2.4453306198120117 (2.3479955991109214) | > loss_gen: 2.5528886318206787 (2.5983259677886963) | > loss_kl: 2.446357011795044 (2.8030095365312366) | > loss_feat: 7.086575984954834 (6.615133073594835) | > loss_mel: 18.179597854614258 (18.175367673238117) | > loss_duration: 2.1183955669403076 (2.331356922785441) | > loss_1: 32.38381576538086 (32.523192935519745)  --> STEP: 10 | > loss_disc: 2.3853917121887207 (2.3517352104187013) | > loss_disc_real_0: 0.2547597587108612 (0.1559099607169628) | > loss_disc_real_1: 0.2641744911670685 (0.2460358500480652) | > loss_disc_real_2: 0.27423274517059326 (0.23027453571558) | > loss_disc_real_3: 0.268328994512558 (0.2439176395535469) | > loss_disc_real_4: 0.2270965725183487 (0.23003969043493272) | > loss_disc_real_5: 0.2866989076137543 (0.248329758644104) | > loss_0: 2.3853917121887207 (2.3517352104187013) | > loss_gen: 2.9338512420654297 (2.6318784952163696) | > loss_kl: 2.263244867324829 (2.749033069610596) | > loss_feat: 6.506384372711182 (6.60425820350647) | > loss_mel: 18.467105865478516 (18.20454149246216) | > loss_duration: 2.29164981842041 (2.327386212348938) | > loss_1: 32.46223831176758 (32.51709747314453)  --> STEP: 11 | > loss_disc: 2.5549354553222656 (2.3702079599553887) | > loss_disc_real_0: 0.13031357526779175 (0.15358301658522) | > loss_disc_real_1: 0.20084936916828156 (0.24192798814990304) | > loss_disc_real_2: 0.24461908638477325 (0.23157858577641574) | > loss_disc_real_3: 0.2979852259159088 (0.24883287467739798) | > loss_disc_real_4: 0.23560339212417603 (0.2305454814975912) | > loss_disc_real_5: 0.2635335922241211 (0.24971192533319647) | > loss_0: 2.5549354553222656 (2.3702079599553887) | > loss_gen: 2.3511815071105957 (2.606360587206754) | > loss_kl: 3.0577516555786133 (2.777098395607688) | > loss_feat: 6.2381696701049805 (6.570977427742698) | > loss_mel: 17.68485450744629 (18.157297221097078) | > loss_duration: 2.485316038131714 (2.3417434692382812) | > loss_1: 31.817272186279297 (32.45347699252042)  --> STEP: 12 | > loss_disc: 2.504155397415161 (2.38137024641037) | > loss_disc_real_0: 0.16282498836517334 (0.1543531809002161) | > loss_disc_real_1: 0.2632391154766083 (0.24370391542712846) | > loss_disc_real_2: 0.25312528014183044 (0.2333741436402003) | > loss_disc_real_3: 0.24026963114738464 (0.24811927104989687) | > loss_disc_real_4: 0.1532408744096756 (0.22410343090693155) | > loss_disc_real_5: 0.1930609494447708 (0.24499101067582765) | > loss_0: 2.504155397415161 (2.38137024641037) | > loss_gen: 2.2521448135375977 (2.5768426060676575) | > loss_kl: 2.2169182300567627 (2.730416715145111) | > loss_feat: 5.275160789489746 (6.462992707888286) | > loss_mel: 15.056303977966309 (17.89888111750285) | > loss_duration: 2.295320510864258 (2.3378748893737793) | > loss_1: 27.09584617614746 (32.00700775782267)  --> STEP: 13 | > loss_disc: 2.4789493083953857 (2.388876328101525) | > loss_disc_real_0: 0.17558959126472473 (0.15598675092825523) | > loss_disc_real_1: 0.26382848620414734 (0.245251959333053) | > loss_disc_real_2: 0.2194458544254303 (0.2323027367775257) | > loss_disc_real_3: 0.23329995572566986 (0.24697932371726403) | > loss_disc_real_4: 0.20655600726604462 (0.2227536290884018) | > loss_disc_real_5: 0.2075004279613495 (0.2421071196977909) | > loss_0: 2.4789493083953857 (2.388876328101525) | > loss_gen: 2.3076791763305664 (2.556137726857112) | > loss_kl: 2.5718586444854736 (2.7182199404789853) | > loss_feat: 4.846733093261719 (6.338665045224703) | > loss_mel: 14.614758491516113 (17.646256300119255) | > loss_duration: 2.179318428039551 (2.3256782385019155) | > loss_1: 26.520347595214844 (31.58495697608361)  --> STEP: 14 | > loss_disc: 2.337394952774048 (2.385199087006705) | > loss_disc_real_0: 0.12577639520168304 (0.1538288683763572) | > loss_disc_real_1: 0.2480633407831192 (0.24545277229377202) | > loss_disc_real_2: 0.2236795872449875 (0.23168679752520152) | > loss_disc_real_3: 0.2852151095867157 (0.24971045127936772) | > loss_disc_real_4: 0.23615926504135132 (0.22371117451361247) | > loss_disc_real_5: 0.24722908437252045 (0.2424729743174144) | > loss_0: 2.337394952774048 (2.385199087006705) | > loss_gen: 2.626028060913086 (2.5611298935753957) | > loss_kl: 3.3841662406921387 (2.7657875333513533) | > loss_feat: 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32.378597259521484 (31.86375312805176)  --> STEP: 16 | > loss_disc: 2.2361412048339844 (2.380496382713318) | > loss_disc_real_0: 0.18617956340312958 (0.159353103954345) | > loss_disc_real_1: 0.34718894958496094 (0.2546543348580599) | > loss_disc_real_2: 0.21141034364700317 (0.23480128590017557) | > loss_disc_real_3: 0.20422157645225525 (0.24956844933331016) | > loss_disc_real_4: 0.15800398588180542 (0.2191040413454175) | > loss_disc_real_5: 0.17665165662765503 (0.23551178444176912) | > loss_0: 2.2361412048339844 (2.380496382713318) | > loss_gen: 2.7121942043304443 (2.5839040875434875) | > loss_kl: 2.0011651515960693 (2.74646258354187) | > loss_feat: 7.435973644256592 (6.49571093916893) | > loss_mel: 15.948177337646484 (17.61815720796585) | > loss_duration: 2.34779953956604 (2.330865725874901) | > loss_1: 30.445308685302734 (31.775100350379944)  --> STEP: 17 | > loss_disc: 2.3104562759399414 (2.376376376432531) | > loss_disc_real_0: 0.05290202796459198 (0.15309127595494776) | > loss_disc_real_1: 0.20889806747436523 (0.25196278971784253) | > loss_disc_real_2: 0.30456680059432983 (0.23890513970571406) | > loss_disc_real_3: 0.21971334517002106 (0.2478122667354696) | > loss_disc_real_4: 0.24721968173980713 (0.22075790254508748) | > loss_disc_real_5: 0.32820987701416016 (0.24096461341661565) | > loss_0: 2.3104562759399414 (2.376376376432531) | > loss_gen: 2.755479335784912 (2.5939967492047478) | > loss_kl: 2.0440351963043213 (2.705143325469073) | > loss_feat: 9.774248123168945 (6.6885660676395196) | > loss_mel: 19.814714431762695 (17.747366456424487) | > loss_duration: 2.469076633453369 (2.3389957792618694) | > loss_1: 36.8575553894043 (32.074068293851965)  --> STEP: 18 | > loss_disc: 2.635296583175659 (2.3907608323627048) | > loss_disc_real_0: 0.23937851190567017 (0.15788501128554344) | > loss_disc_real_1: 0.27256739139556885 (0.2531074898110496) | > loss_disc_real_2: 0.28708213567733765 (0.24158163948191536) | > loss_disc_real_3: 0.22756406664848328 (0.24668736673063701) | > loss_disc_real_4: 0.22507478296756744 (0.22099772923522526) | > loss_disc_real_5: 0.2998635768890381 (0.24423677805397245) | > loss_0: 2.635296583175659 (2.3907608323627048) | > loss_gen: 2.5701451301574707 (2.592671659257677) | > loss_kl: 2.7279624938964844 (2.7064110570483737) | > loss_feat: 6.782886505126953 (6.693806091944377) | > loss_mel: 14.76452922821045 (17.581653277079266) | > loss_duration: 2.2514522075653076 (2.3341322475009494) | > loss_1: 29.096975326538086 (31.908674240112305)  --> STEP: 19 | > loss_disc: 2.5259461402893066 (2.397875848569368) | > loss_disc_real_0: 0.27747541666030884 (0.1641792431473732) | > loss_disc_real_1: 0.2042461484670639 (0.2505358402666293) | > loss_disc_real_2: 0.20956097543239594 (0.23989634137404592) | > loss_disc_real_3: 0.2603379189968109 (0.24740581684990934) | > loss_disc_real_4: 0.22603711485862732 (0.22126296005750956) | > loss_disc_real_5: 0.22758150100708008 (0.24336018452518865) | > loss_0: 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(6.761857032775879) | > loss_mel: 19.098247528076172 (17.583884525299073) | > loss_duration: 2.310258150100708 (2.3319060087203978) | > loss_1: 34.44605255126953 (31.908723545074462)  --> STEP: 21 | > loss_disc: 2.323136329650879 (2.400673718679519) | > loss_disc_real_0: 0.22514046728610992 (0.16972912457727252) | > loss_disc_real_1: 0.2374408096075058 (0.24730597720259712) | > loss_disc_real_2: 0.24815721809864044 (0.24107748340992702) | > loss_disc_real_3: 0.1588585078716278 (0.2407882809638977) | > loss_disc_real_4: 0.19801196455955505 (0.2207075371628716) | > loss_disc_real_5: 0.17276403307914734 (0.23987948965458644) | > loss_0: 2.323136329650879 (2.400673718679519) | > loss_gen: 2.581144332885742 (2.573760498137701) | > loss_kl: 2.5897152423858643 (2.6544481288819086) | > loss_feat: 5.897500038146973 (6.720697175888788) | > loss_mel: 16.400527954101562 (17.527534212384904) | > loss_duration: 2.1408329010009766 (2.3228072893051874) | > loss_1: 29.60972023010254 (31.799247196742467)  --> STEP: 22 | > loss_disc: 2.7060160636901855 (2.414552916180004) | > loss_disc_real_0: 0.20800651609897614 (0.17146900601007722) | > loss_disc_real_1: 0.22122760117053986 (0.24612059647386725) | > loss_disc_real_2: 0.2785795032978058 (0.24278212067755786) | > loss_disc_real_3: 0.2805311679840088 (0.2425947758284482) | > loss_disc_real_4: 0.22237135469913483 (0.22078316523270172) | > loss_disc_real_5: 0.3226076066493988 (0.2436398586088961) | > loss_0: 2.7060160636901855 (2.414552916180004) | > loss_gen: 2.434380054473877 (2.567425023425709) | > loss_kl: 2.2305984497070312 (2.6351822343739597) | > loss_feat: 8.166280746459961 (6.786405520005659) | > loss_mel: 17.912025451660156 (17.545011086897414) | > loss_duration: 2.1832776069641113 (2.3164650310169566) | > loss_1: 32.92656326293945 (31.85048883611506)  --> STEP: 23 | > loss_disc: 2.4517452716827393 (2.4161699751149053) | > loss_disc_real_0: 0.17735260725021362 (0.17172481475964838) | > loss_disc_real_1: 0.2398524433374405 (0.2458480680766313) | > loss_disc_real_2: 0.23215852677822113 (0.2423202252906302) | > loss_disc_real_3: 0.22827892005443573 (0.24197234731653464) | > loss_disc_real_4: 0.20194678008556366 (0.21996419196543487) | > loss_disc_real_5: 0.19790972769260406 (0.24165159204731818) | > loss_0: 2.4517452716827393 (2.4161699751149053) | > loss_gen: 2.183081865310669 (2.550714451333751) | > loss_kl: 2.651294231414795 (2.6358827559844307) | > loss_feat: 5.905890464782715 (6.748122256735097) | > loss_mel: 14.605752944946289 (17.41721725463867) | > loss_duration: 2.30690860748291 (2.3160495343415635) | > loss_1: 27.65292739868164 (31.6679861649223)  --> STEP: 24 | > loss_disc: 2.3066797256469727 (2.411607881387075) | > loss_disc_real_0: 0.17636975646018982 (0.17191835399717093) | > loss_disc_real_1: 0.26675471663475037 (0.24671917843321958) | > loss_disc_real_2: 0.23416249454021454 (0.2419803198426962) | > loss_disc_real_3: 0.2521074116230011 (0.24239464166263738) | > loss_disc_real_4: 0.176673024892807 (0.2181603933374087) | > loss_disc_real_5: 0.20034942030906677 (0.23993066822489104) | > loss_0: 2.3066797256469727 (2.411607881387075) | > loss_gen: 2.6354517936706543 (2.554245173931122) | > loss_kl: 1.8667157888412476 (2.6038341323534646) | > loss_feat: 7.681399822235107 (6.787008821964264) | > loss_mel: 18.243974685668945 (17.4516654809316) | > loss_duration: 2.3872900009155273 (2.3190178871154785) | > loss_1: 32.81483459472656 (31.715771516164143)  --> STEP: 25 | > loss_disc: 2.4040656089782715 (2.4113061904907225) | > loss_disc_real_0: 0.16190272569656372 (0.17151772886514663) | > loss_disc_real_1: 0.22209396958351135 (0.24573417007923126) | > loss_disc_real_2: 0.25817471742630005 (0.24262809574604036) | > loss_disc_real_3: 0.1837841123342514 (0.24005022048950195) | > loss_disc_real_4: 0.19914090633392334 (0.21739961385726927) | > loss_disc_real_5: 0.27056121826171875 (0.24115589022636413) | > loss_0: 2.4040656089782715 (2.4113061904907225) | > loss_gen: 2.3948476314544678 (2.5478692722320555) | > loss_kl: 2.8863401412963867 (2.6151343727111818) | > loss_feat: 6.7540411949157715 (6.785690116882324) | > loss_mel: 16.27638816833496 (17.404654388427733) | > loss_duration: 2.3563578128814697 (2.320511484146118) | > loss_1: 30.6679744720459 (31.673859634399413)  --> STEP: 26 | > loss_disc: 2.5300276279449463 (2.415872399623577) | > loss_disc_real_0: 0.1799527257680893 (0.17184215182295212) | > loss_disc_real_1: 0.2191053032875061 (0.24470998289493415) | > loss_disc_real_2: 0.20617927610874176 (0.2412262180676827) | > loss_disc_real_3: 0.21413306891918182 (0.23905340696756655) | > loss_disc_real_4: 0.17366784811019897 (0.21571762286699736) | > loss_disc_real_5: 0.146477609872818 (0.2375144179050739) | > loss_0: 2.5300276279449463 (2.415872399623577) | > loss_gen: 2.1324825286865234 (2.531892859018766) | > loss_kl: 2.7745070457458496 (2.621264090904823) | > loss_feat: 9.731626510620117 (6.898995362795317) | > loss_mel: 14.59550952911377 (17.296610355377197) | > loss_duration: 2.2598721981048584 (2.318179203913762) | > loss_1: 31.49399757385254 (31.66694186283992) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025464846537663387 (+0.00012605006878192672) | > avg_loss_disc: 2.415872399623577 (+0.059596932851350815) | > avg_loss_disc_real_0: 0.17184215182295212 (+0.042141170455859245) | > avg_loss_disc_real_1: 0.24470998289493415 (+0.040908262706719906) | > avg_loss_disc_real_2: 0.2412262180676827 (+0.00349791863789925) | > avg_loss_disc_real_3: 0.23905340696756655 (-0.007563383533404439) | > avg_loss_disc_real_4: 0.21571762286699736 (-0.0071014400858145366) | > avg_loss_disc_real_5: 0.2375144179050739 (+0.008715933332076459) | > avg_loss_0: 2.415872399623577 (+0.059596932851350815) | > avg_loss_gen: 2.531892859018766 (+0.09414461025824838) | > avg_loss_kl: 2.621264090904823 (-0.04825633764266968) | > avg_loss_feat: 6.898995362795317 (-0.10108236166147044) | > avg_loss_mel: 17.296610355377197 (-1.1124578989469072) | > avg_loss_duration: 2.318179203913762 (+0.006665312326871398) | > avg_loss_1: 31.66694186283992 (-1.1609863868126595)  > EPOCH: 403/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:46:27)   --> TIME: 2024-06-11 08:46:32 -- STEP: 9/330 -- GLOBAL_STEP: 221000 | > loss_disc: 2.433501720428467 (2.350669648912218) | > loss_disc_real_0: 0.11662488430738449 (0.11781679011053509) | > loss_disc_real_1: 0.21299786865711212 (0.19261631038453844) | > loss_disc_real_2: 0.20914234220981598 (0.2141786747508579) | > loss_disc_real_3: 0.22889743745326996 (0.2334461791647805) | > loss_disc_real_4: 0.23948746919631958 (0.2302934212817086) | > loss_disc_real_5: 0.22657012939453125 (0.23740278515550825) | > loss_0: 2.433501720428467 (2.350669648912218) | > grad_norm_0: tensor(5.9912, device='cuda:0') (tensor(9.9657, device='cuda:0')) | > loss_gen: 2.420353651046753 (2.475032753414578) | > loss_kl: 1.9809778928756714 (1.803157303068373) | > loss_feat: 6.567997932434082 (6.744787693023682) | > loss_mel: 18.78458595275879 (18.793516370985245) | > loss_duration: 2.1386210918426514 (2.1767106850941977) | > loss_1: 31.892534255981445 (31.993204752604168) | > grad_norm_1: tensor(102.1774, device='cuda:0') (tensor(110.0718, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.3717 (0.3681071599324544) | > loader_time: 0.0035 (0.0033548672993977866) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_221000.pth  --> TIME: 2024-06-11 08:46:45 -- STEP: 34/330 -- GLOBAL_STEP: 221025 | > loss_disc: 2.319878101348877 (2.3545370943406043) | > loss_disc_real_0: 0.1120038777589798 (0.11166802223990946) | > loss_disc_real_1: 0.22755081951618195 (0.19853095184354222) | > loss_disc_real_2: 0.20549938082695007 (0.2121536026106161) | > loss_disc_real_3: 0.2475154846906662 (0.23175056059570873) | > loss_disc_real_4: 0.2147538810968399 (0.22879812866449356) | > loss_disc_real_5: 0.20399245619773865 (0.22499394811251583) | > loss_0: 2.319878101348877 (2.3545370943406043) | > grad_norm_0: tensor(17.6611, device='cuda:0') (tensor(14.1559, device='cuda:0')) | > loss_gen: 2.5541574954986572 (2.4759622040916893) | > loss_kl: 2.037033796310425 (1.8734932822339676) | > loss_feat: 7.719608783721924 (6.982803919736077) | > loss_mel: 18.756181716918945 (18.415306483998023) | > loss_duration: 2.048588752746582 (2.069714994991527) | > loss_1: 33.115570068359375 (31.817280881545123) | > grad_norm_1: tensor(123.7330, device='cuda:0') (tensor(156.3137, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.3484 (0.3648037770215203) | > loader_time: 0.0033 (0.0033091517055735867)  --> TIME: 2024-06-11 08:46:54 -- STEP: 59/330 -- GLOBAL_STEP: 221050 | > loss_disc: 2.4097793102264404 (2.349120552256955) | > loss_disc_real_0: 0.13273653388023376 (0.11136992376739696) | > loss_disc_real_1: 0.19233350455760956 (0.199520678338358) | > loss_disc_real_2: 0.24973592162132263 (0.21231606703693584) | > loss_disc_real_3: 0.2228998839855194 (0.23099651680154315) | > loss_disc_real_4: 0.2571120262145996 (0.2297468359692622) | > loss_disc_real_5: 0.24100635945796967 (0.22454566521159672) | > loss_0: 2.4097793102264404 (2.349120552256955) | > grad_norm_0: tensor(21.6590, device='cuda:0') (tensor(17.0317, device='cuda:0')) | > loss_gen: 2.406240463256836 (2.4923974255384027) | > loss_kl: 1.8938614130020142 (1.864640338946197) | > loss_feat: 6.664835453033447 (7.0279110973164185) | > loss_mel: 16.804471969604492 (18.31192882990433) | > loss_duration: 1.9689887762069702 (2.041697384947437) | > loss_1: 29.7383975982666 (31.73857504634534) | > grad_norm_1: tensor(144.7982, device='cuda:0') (tensor(209.4981, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.3624 (0.3617152440345893) | > loader_time: 0.0034 (0.0034185223660226595)  --> TIME: 2024-06-11 08:47:04 -- STEP: 84/330 -- GLOBAL_STEP: 221075 | > loss_disc: 2.3910160064697266 (2.340799930549802) | > loss_disc_real_0: 0.11324950307607651 (0.11193094251766092) | > loss_disc_real_1: 0.1766609251499176 (0.19708224687547915) | > loss_disc_real_2: 0.2365024834871292 (0.21233144775032997) | > loss_disc_real_3: 0.24965450167655945 (0.22920200618959607) | > loss_disc_real_4: 0.23236317932605743 (0.2278610904301916) | > loss_disc_real_5: 0.2254313975572586 (0.22235492226623355) | > loss_0: 2.3910160064697266 (2.340799930549802) | > grad_norm_0: tensor(16.3369, device='cuda:0') (tensor(16.8698, device='cuda:0')) | > loss_gen: 2.5616931915283203 (2.5000408490498867) | > loss_kl: 1.9155747890472412 (1.8889156239373344) | > loss_feat: 7.0543131828308105 (7.09813201995123) | > loss_mel: 17.396238327026367 (18.247372150421135) | > loss_duration: 2.0999042987823486 (2.0316718916098266) | > loss_1: 31.027725219726562 (31.766132332029798) | > grad_norm_1: tensor(142.2889, device='cuda:0') (tensor(203.1055, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.3534 (0.3613540501821609) | > loader_time: 0.0037 (0.00350198575428554)  --> TIME: 2024-06-11 08:47:13 -- STEP: 109/330 -- GLOBAL_STEP: 221100 | > loss_disc: 2.344972610473633 (2.343610555753795) | > loss_disc_real_0: 0.11579309403896332 (0.11290225270417852) | > loss_disc_real_1: 0.2111607789993286 (0.1975725737460163) | > loss_disc_real_2: 0.20188073813915253 (0.21280559200212495) | > loss_disc_real_3: 0.2360735982656479 (0.22918360987934497) | > loss_disc_real_4: 0.24055780470371246 (0.22798491030111226) | > loss_disc_real_5: 0.2474556267261505 (0.22262819931594605) | > loss_0: 2.344972610473633 (2.343610555753795) | > grad_norm_0: tensor(19.5767, device='cuda:0') (tensor(17.1667, device='cuda:0')) | > loss_gen: 2.548990249633789 (2.4982693720301357) | > loss_kl: 2.061387777328491 (1.8952994401301813) | > loss_feat: 6.6443023681640625 (7.0869396235964714) | > loss_mel: 18.114017486572266 (18.18412871754497) | > loss_duration: 1.9778023958206177 (2.0300412363962286) | > loss_1: 31.346500396728516 (31.694678210337226) | > grad_norm_1: tensor(54.3374, device='cuda:0') (tensor(211.9271, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.3772 (0.3624847000892009) | > loader_time: 0.0038 (0.003588634893434857)  --> TIME: 2024-06-11 08:47:23 -- STEP: 134/330 -- GLOBAL_STEP: 221125 | > loss_disc: 2.3068063259124756 (2.342641422997659) | > loss_disc_real_0: 0.12250719964504242 (0.11247626575293826) | > loss_disc_real_1: 0.19194117188453674 (0.19787225160580965) | > loss_disc_real_2: 0.22099041938781738 (0.21291799320658644) | > loss_disc_real_3: 0.22278523445129395 (0.22869727916237134) | > loss_disc_real_4: 0.20400990545749664 (0.22790169026424636) | > loss_disc_real_5: 0.22108572721481323 (0.2223325430679677) | > loss_0: 2.3068063259124756 (2.342641422997659) | > grad_norm_0: tensor(47.3751, device='cuda:0') (tensor(18.5881, device='cuda:0')) | > loss_gen: 2.548386335372925 (2.504305015749006) | > loss_kl: 2.0315420627593994 (1.9003090209035731) | > loss_feat: 7.983652591705322 (7.122291440394387) | > loss_mel: 18.661840438842773 (18.195377136344334) | > loss_duration: 2.0428929328918457 (2.032135047129729) | > loss_1: 33.268314361572266 (31.7544175475391) | > grad_norm_1: tensor(329.3728, device='cuda:0') (tensor(225.3473, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.384 (0.3643881545138003) | > loader_time: 0.004 (0.0036827592707391996)  --> TIME: 2024-06-11 08:47:32 -- STEP: 159/330 -- GLOBAL_STEP: 221150 | > loss_disc: 2.2694525718688965 (2.342241879529173) | > loss_disc_real_0: 0.051962822675704956 (0.11374749756365451) | > loss_disc_real_1: 0.18882864713668823 (0.1978211299803272) | > loss_disc_real_2: 0.20851369202136993 (0.21269846646665783) | > loss_disc_real_3: 0.19242332875728607 (0.22813538550955695) | > loss_disc_real_4: 0.21599625051021576 (0.22698309089777605) | > loss_disc_real_5: 0.18984943628311157 (0.22133802908396571) | > loss_0: 2.2694525718688965 (2.342241879529173) | > grad_norm_0: tensor(22.7367, device='cuda:0') (tensor(22.2487, device='cuda:0')) | > loss_gen: 2.591561794281006 (2.507905859617318) | > loss_kl: 2.0942001342773438 (1.9054831588793102) | > loss_feat: 7.17023229598999 (7.141127370438486) | > loss_mel: 17.790416717529297 (18.167996832409738) | > loss_duration: 2.0488393306732178 (2.03459850197318) | > loss_1: 31.69525146484375 (31.757111663338524) | > grad_norm_1: tensor(264.1017, device='cuda:0') (tensor(245.9234, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.385 (0.36845586584798934) | > loader_time: 0.0041 (0.0037799901182546556)  --> TIME: 2024-06-11 08:47:42 -- STEP: 184/330 -- GLOBAL_STEP: 221175 | > loss_disc: 2.4038407802581787 (2.3401432257631543) | > loss_disc_real_0: 0.15436190366744995 (0.11365448225937459) | > loss_disc_real_1: 0.26285648345947266 (0.19762104944042538) | > loss_disc_real_2: 0.2323855757713318 (0.21298613723205487) | > loss_disc_real_3: 0.2582519054412842 (0.22874961307515268) | > loss_disc_real_4: 0.25649210810661316 (0.22703467511936373) | > loss_disc_real_5: 0.2628852427005768 (0.2208891139244256) | > loss_0: 2.4038407802581787 (2.3401432257631543) | > grad_norm_0: tensor(32.5712, device='cuda:0') (tensor(23.3647, device='cuda:0')) | > loss_gen: 2.607948064804077 (2.522341700999633) | > loss_kl: 1.8361610174179077 (1.9065234874901564) | > loss_feat: 6.839116096496582 (7.191089687140091) | > loss_mel: 17.658884048461914 (18.149908511534974) | > loss_duration: 2.0735318660736084 (2.0404607485169923) | > loss_1: 31.015640258789062 (31.81032406765482) | > grad_norm_1: tensor(378.6693, device='cuda:0') (tensor(263.5641, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.392 (0.37136709949244623) | > loader_time: 0.0053 (0.003921891036240951)  --> TIME: 2024-06-11 08:47:53 -- STEP: 209/330 -- GLOBAL_STEP: 221200 | > loss_disc: 2.3883748054504395 (2.3386857589466157) | > loss_disc_real_0: 0.10156400501728058 (0.11404166538179206) | > loss_disc_real_1: 0.21546895802021027 (0.1973659653555263) | > loss_disc_real_2: 0.1852148175239563 (0.21249615155053483) | > loss_disc_real_3: 0.25042471289634705 (0.22875774355881523) | > loss_disc_real_4: 0.27265840768814087 (0.227069598065609) | > loss_disc_real_5: 0.24925091862678528 (0.22092748964517311) | > loss_0: 2.3883748054504395 (2.3386857589466157) | > grad_norm_0: tensor(47.7337, device='cuda:0') (tensor(25.2341, device='cuda:0')) | > loss_gen: 2.351071357727051 (2.5213022870880555) | > loss_kl: 1.9576044082641602 (1.9077693731590892) | > loss_feat: 6.407467365264893 (7.188191115000602) | > loss_mel: 15.761068344116211 (18.087728117071258) | > loss_duration: 2.120058298110962 (2.0475666032453455) | > loss_1: 28.59726905822754 (31.75255740772594) | > grad_norm_1: tensor(287.1408, device='cuda:0') (tensor(280.9773, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.4048 (0.37506495366256204) | > loader_time: 0.0054 (0.0040588242015199795)  --> TIME: 2024-06-11 08:48:03 -- STEP: 234/330 -- GLOBAL_STEP: 221225 | > loss_disc: 2.3367958068847656 (2.3387158314387007) | > loss_disc_real_0: 0.12206175923347473 (0.11444639013363765) | > loss_disc_real_1: 0.1564677357673645 (0.1975176724103781) | > loss_disc_real_2: 0.1894603818655014 (0.21290648792289263) | > loss_disc_real_3: 0.23431284725666046 (0.22853103515684095) | > loss_disc_real_4: 0.23501186072826385 (0.2274469007921015) | > loss_disc_real_5: 0.22485198080539703 (0.2207452593705593) | > loss_0: 2.3367958068847656 (2.3387158314387007) | > grad_norm_0: tensor(53.6702, device='cuda:0') (tensor(25.6807, device='cuda:0')) | > loss_gen: 2.492689847946167 (2.519495758235963) | > loss_kl: 1.892452597618103 (1.9121011704461188) | > loss_feat: 6.9624481201171875 (7.187087352459248) | > loss_mel: 18.033952713012695 (18.065616697327687) | > loss_duration: 2.132607936859131 (2.0555595791237966) | > loss_1: 31.514150619506836 (31.739860526516907) | > grad_norm_1: tensor(546.9982, device='cuda:0') (tensor(285.2885, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.4179 (0.37961897381350523) | > loader_time: 0.0053 (0.00420466956929264)  --> TIME: 2024-06-11 08:48:14 -- STEP: 259/330 -- GLOBAL_STEP: 221250 | > loss_disc: 2.2291126251220703 (2.3397658939067005) | > loss_disc_real_0: 0.13600802421569824 (0.11516954419005332) | > loss_disc_real_1: 0.21099454164505005 (0.1976847334488018) | > loss_disc_real_2: 0.16802829504013062 (0.2128367373381803) | > loss_disc_real_3: 0.21479372680187225 (0.2285032843070601) | > loss_disc_real_4: 0.1917630285024643 (0.22771867902582676) | > loss_disc_real_5: 0.20424912869930267 (0.2205039069459245) | > loss_0: 2.2291126251220703 (2.3397658939067005) | > grad_norm_0: tensor(38.9493, device='cuda:0') (tensor(26.6277, device='cuda:0')) | > loss_gen: 2.62739634513855 (2.51980050742396) | > loss_kl: 2.0568923950195312 (1.9162040695720657) | > loss_feat: 7.677683353424072 (7.210173426447688) | > loss_mel: 18.037778854370117 (18.032049414734107) | > loss_duration: 2.1511306762695312 (2.0626402214227024) | > loss_1: 32.550880432128906 (31.740867607381812) | > grad_norm_1: tensor(355.3391, device='cuda:0') (tensor(289.7659, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.4378 (0.3842984147973963) | > loader_time: 0.0057 (0.00437227823559382)  --> TIME: 2024-06-11 08:48:26 -- STEP: 284/330 -- GLOBAL_STEP: 221275 | > loss_disc: 2.375401735305786 (2.343317616993274) | > loss_disc_real_0: 0.1151685044169426 (0.11667633776775968) | > loss_disc_real_1: 0.23984383046627045 (0.19883033050827578) | > loss_disc_real_2: 0.2445450872182846 (0.21326958020807996) | > loss_disc_real_3: 0.2379012107849121 (0.22842129267437358) | > loss_disc_real_4: 0.25194069743156433 (0.22737632922723264) | > loss_disc_real_5: 0.23732145130634308 (0.22064534837091476) | > loss_0: 2.375401735305786 (2.343317616993274) | > grad_norm_0: tensor(42.0038, device='cuda:0') (tensor(29.0079, device='cuda:0')) | > loss_gen: 2.4766178131103516 (2.520787393543082) | > loss_kl: 1.957133173942566 (1.9215005136711496) | > loss_feat: 7.207485675811768 (7.218481547395948) | > loss_mel: 17.457550048828125 (17.997481359562382) | > loss_duration: 2.1736960411071777 (2.071565118474019) | > loss_1: 31.272483825683594 (31.729815919634323) | > grad_norm_1: tensor(313.8535, device='cuda:0') (tensor(300.5389, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.4573 (0.39012358977761064) | > loader_time: 0.0061 (0.0045381163207578006)  --> TIME: 2024-06-11 08:48:38 -- STEP: 309/330 -- GLOBAL_STEP: 221300 | > loss_disc: 2.2745275497436523 (2.34464671850976) | > loss_disc_real_0: 0.0857715904712677 (0.11740283138784775) | > loss_disc_real_1: 0.1717335432767868 (0.19948445371439538) | > loss_disc_real_2: 0.22515694797039032 (0.2133268682605627) | > loss_disc_real_3: 0.21448419988155365 (0.22846855165310276) | > loss_disc_real_4: 0.23291034996509552 (0.22689552889672687) | > loss_disc_real_5: 0.21105310320854187 (0.220456839716936) | > loss_0: 2.2745275497436523 (2.34464671850976) | > grad_norm_0: tensor(80.4905, device='cuda:0') (tensor(30.8315, device='cuda:0')) | > loss_gen: 2.4385945796966553 (2.523572395534576) | > loss_kl: 1.9908220767974854 (1.9238487084706624) | > loss_feat: 7.5869832038879395 (7.234249721453028) | > loss_mel: 17.23611831665039 (17.960558462297236) | > loss_duration: 2.2553112506866455 (2.082907017766464) | > loss_1: 31.507829666137695 (31.7251362970346) | > grad_norm_1: tensor(711.0356, device='cuda:0') (tensor(314.5386, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.5187 (0.3976172120054178) | > loader_time: 0.0075 (0.004755186031551425)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.328310251235962 (2.328310251235962) | > loss_disc_real_0: 0.14968763291835785 (0.14968763291835785) | > loss_disc_real_1: 0.22452138364315033 (0.22452138364315033) | > loss_disc_real_2: 0.20472624897956848 (0.20472624897956848) | > loss_disc_real_3: 0.27729281783103943 (0.27729281783103943) | > loss_disc_real_4: 0.24810095131397247 (0.24810095131397247) | > loss_disc_real_5: 0.18686644732952118 (0.18686644732952118) | > loss_0: 2.328310251235962 (2.328310251235962) | > loss_gen: 2.5125491619110107 (2.5125491619110107) | > loss_kl: 2.48494553565979 (2.48494553565979) | > loss_feat: 7.197292804718018 (7.197292804718018) | > loss_mel: 15.579811096191406 (15.579811096191406) | > loss_duration: 2.8720598220825195 (2.8720598220825195) | > loss_1: 30.64665985107422 (30.64665985107422)  --> STEP: 1 | > loss_disc: 2.471423387527466 (2.471423387527466) | > loss_disc_real_0: 0.09283772855997086 (0.09283772855997086) | > loss_disc_real_1: 0.3744201362133026 (0.3744201362133026) | > loss_disc_real_2: 0.2073383778333664 (0.2073383778333664) | > loss_disc_real_3: 0.2717765271663666 (0.2717765271663666) | > loss_disc_real_4: 0.2863995134830475 (0.2863995134830475) | > loss_disc_real_5: 0.2592450976371765 (0.2592450976371765) | > loss_0: 2.471423387527466 (2.471423387527466) | > loss_gen: 2.5083088874816895 (2.5083088874816895) | > loss_kl: 2.111978054046631 (2.111978054046631) | > loss_feat: 5.174257755279541 (5.174257755279541) | > loss_mel: 17.20791244506836 (17.20791244506836) | > loss_duration: 2.43153715133667 (2.43153715133667) | > loss_1: 29.43399429321289 (29.43399429321289)  --> STEP: 2 | > loss_disc: 2.4082655906677246 (2.439844489097595) | > loss_disc_real_0: 0.20780809223651886 (0.15032291039824486) | > loss_disc_real_1: 0.18211540579795837 (0.2782677710056305) | > loss_disc_real_2: 0.31170666217803955 (0.259522520005703) | > loss_disc_real_3: 0.31834957003593445 (0.2950630486011505) | > loss_disc_real_4: 0.2801368236541748 (0.28326816856861115) | > loss_disc_real_5: 0.2653375267982483 (0.2622913122177124) | > loss_0: 2.4082655906677246 (2.439844489097595) | > loss_gen: 2.777585983276367 (2.6429474353790283) | > loss_kl: 2.8151793479919434 (2.463578701019287) | > loss_feat: 5.643624782562256 (5.408941268920898) | > loss_mel: 18.722381591796875 (17.965147018432617) | > loss_duration: 2.541332960128784 (2.486435055732727) | > loss_1: 32.50010681152344 (30.967050552368164)  --> STEP: 3 | > loss_disc: 2.176011323928833 (2.351900100708008) | > loss_disc_real_0: 0.09922364354133606 (0.13328982144594193) | > loss_disc_real_1: 0.13514117896556854 (0.23055890699227652) | > loss_disc_real_2: 0.18757183849811554 (0.23553895950317383) | > loss_disc_real_3: 0.26484930515289307 (0.2849918007850647) | > loss_disc_real_4: 0.2397475689649582 (0.2687613020340602) | > loss_disc_real_5: 0.2844899892807007 (0.2696908712387085) | > loss_0: 2.176011323928833 (2.351900100708008) | > loss_gen: 2.6178343296051025 (2.634576400121053) | > loss_kl: 3.0640757083892822 (2.6637443701426187) | > loss_feat: 7.531099796295166 (6.116327444712321) | > loss_mel: 18.723270416259766 (18.217854817708332) | > loss_duration: 2.3004508018493652 (2.424440304438273) | > loss_1: 34.236732482910156 (32.05694452921549)  --> STEP: 4 | > loss_disc: 2.397462844848633 (2.363290786743164) | > loss_disc_real_0: 0.1311642825603485 (0.13275843672454357) | > loss_disc_real_1: 0.19659020006656647 (0.222066730260849) | > loss_disc_real_2: 0.25111886858940125 (0.23943393677473068) | > loss_disc_real_3: 0.24475900828838348 (0.2749336026608944) | > loss_disc_real_4: 0.22828327119350433 (0.2586417943239212) | > loss_disc_real_5: 0.2309664636850357 (0.2600097693502903) | > loss_0: 2.397462844848633 (2.363290786743164) | > loss_gen: 2.437189817428589 (2.585229754447937) | > loss_kl: 3.034867763519287 (2.756525218486786) | > loss_feat: 8.087631225585938 (6.609153389930725) | > loss_mel: 17.980854034423828 (18.158604621887207) | > loss_duration: 2.3315467834472656 (2.4012169241905212) | > loss_1: 33.87208938598633 (32.5107307434082)  --> STEP: 5 | > loss_disc: 2.43994140625 (2.378620910644531) | > loss_disc_real_0: 0.21170839667320251 (0.14854842871427537) | > loss_disc_real_1: 0.14115917682647705 (0.2058852195739746) | > loss_disc_real_2: 0.2540760636329651 (0.24236236214637757) | > loss_disc_real_3: 0.290992796421051 (0.27814544141292574) | > loss_disc_real_4: 0.2892557978630066 (0.26476459503173827) | > loss_disc_real_5: 0.2799668610095978 (0.2640011876821518) | > loss_0: 2.43994140625 (2.378620910644531) | > loss_gen: 2.570451021194458 (2.582274007797241) | > loss_kl: 2.684497356414795 (2.742119646072388) | > loss_feat: 5.162469387054443 (6.319816589355469) | > loss_mel: 18.844480514526367 (18.29577980041504) | > loss_duration: 2.415222644805908 (2.4040180683135985) | > loss_1: 31.677122116088867 (32.34400901794434)  --> STEP: 6 | > loss_disc: 2.749610185623169 (2.440452456474304) | > loss_disc_real_0: 0.08790423721075058 (0.1384410634636879) | > loss_disc_real_1: 0.1319359689950943 (0.19356034447749457) | > loss_disc_real_2: 0.2615690529346466 (0.24556347727775574) | > loss_disc_real_3: 0.3117446303367615 (0.28374530623356503) | > loss_disc_real_4: 0.33021458983421326 (0.27567292749881744) | > loss_disc_real_5: 0.34982237219810486 (0.27830471843481064) | > loss_0: 2.749610185623169 (2.440452456474304) | > loss_gen: 2.1843199729919434 (2.5159483353296914) | > loss_kl: 1.951189637184143 (2.610297977924347) | > loss_feat: 4.965939521789551 (6.0941704114278155) | > loss_mel: 18.832244873046875 (18.38519064585368) | > loss_duration: 2.155116558074951 (2.362534483273824) | > loss_1: 30.08881187438965 (31.968142827351887)  --> STEP: 7 | > loss_disc: 2.238260269165039 (2.4115678582872664) | > loss_disc_real_0: 0.07692743837833405 (0.12965340273720877) | > loss_disc_real_1: 0.09798335283994675 (0.17990648852927343) | > loss_disc_real_2: 0.2817293405532837 (0.25073002917425974) | > loss_disc_real_3: 0.28392544388771057 (0.2837710401841572) | > loss_disc_real_4: 0.22544541954994202 (0.2684975692204067) | > loss_disc_real_5: 0.28545668721199036 (0.27932642826012205) | > loss_0: 2.238260269165039 (2.4115678582872664) | > loss_gen: 2.8868141174316406 (2.5689291613442555) | > loss_kl: 3.7886881828308105 (2.7786394357681274) | > loss_feat: 7.309316158294678 (6.267762660980225) | > loss_mel: 19.30668067932129 (18.516832079206193) | > loss_duration: 2.47560977935791 (2.378688097000122) | > loss_1: 35.76710891723633 (32.51085226876395)  --> STEP: 8 | > loss_disc: 2.2793467044830322 (2.395040214061737) | > loss_disc_real_0: 0.2492750883102417 (0.1446061134338379) | > loss_disc_real_1: 0.22737425565719604 (0.18583995942026377) | > loss_disc_real_2: 0.1635148674249649 (0.23982813395559788) | > loss_disc_real_3: 0.21036137640476227 (0.27459483221173286) | > loss_disc_real_4: 0.18030165135860443 (0.2574730794876814) | > loss_disc_real_5: 0.18959641456604004 (0.2681101765483618) | > loss_0: 2.2793467044830322 (2.395040214061737) | > loss_gen: 2.614872932434082 (2.574672132730484) | > loss_kl: 2.5796916484832764 (2.753770962357521) | > loss_feat: 7.606749534606934 (6.435136020183563) | > loss_mel: 15.614213943481445 (18.1540048122406) | > loss_duration: 2.1993651390075684 (2.356272727251053) | > loss_1: 30.614892959594727 (32.2738573551178)  --> STEP: 9 | > loss_disc: 2.3468620777130127 (2.389687087800768) | > loss_disc_real_0: 0.24093922972679138 (0.15530979302194384) | > loss_disc_real_1: 0.1980707198381424 (0.18719893280002806) | > loss_disc_real_2: 0.23637503385543823 (0.23944445616669124) | > loss_disc_real_3: 0.24116629362106323 (0.2708805501461029) | > loss_disc_real_4: 0.2363738715648651 (0.2551287230518129) | > loss_disc_real_5: 0.26809772849082947 (0.2681087934308582) | > loss_0: 2.3468620777130127 (2.389687087800768) | > loss_gen: 3.0333240032196045 (2.6256334516737194) | > loss_kl: 2.28694224357605 (2.7019011047151356) | > loss_feat: 10.259442329406738 (6.860058943430583) | > loss_mel: 19.536819458007812 (18.307650883992512) | > loss_duration: 2.1393096446990967 (2.3321657180786133) | > loss_1: 37.25584030151367 (32.82741101582845)  --> STEP: 10 | > loss_disc: 2.6458370685577393 (2.4153020858764647) | > loss_disc_real_0: 0.26408952474594116 (0.16618776619434356) | > loss_disc_real_1: 0.21339178085327148 (0.1898182176053524) | > loss_disc_real_2: 0.2553725838661194 (0.24103726893663407) | > loss_disc_real_3: 0.29663196206092834 (0.27345569133758546) | > loss_disc_real_4: 0.21658173203468323 (0.25127402395009996) | > loss_disc_real_5: 0.24006125330924988 (0.26530403941869735) | > loss_0: 2.6458370685577393 (2.4153020858764647) | > loss_gen: 2.4367237091064453 (2.6067424774169923) | > loss_kl: 2.1202237606048584 (2.6437333703041075) | > loss_feat: 5.922086238861084 (6.7662616729736325) | > loss_mel: 16.165157318115234 (18.093401527404787) | > loss_duration: 2.2976574897766113 (2.328714895248413) | > loss_1: 28.94184684753418 (32.43885459899902)  --> STEP: 11 | > loss_disc: 2.6310434341430664 (2.4349149357188833) | > loss_disc_real_0: 0.13479208946228027 (0.163333613764156) | > loss_disc_real_1: 0.25013652443885803 (0.195301700044762) | > loss_disc_real_2: 0.22808554768562317 (0.2398598397319967) | > loss_disc_real_3: 0.2826201617717743 (0.2742888250134208) | > loss_disc_real_4: 0.36093541979789734 (0.2612432417544452) | > loss_disc_real_5: 0.3903465270996094 (0.2766715382987803) | > loss_0: 2.6310434341430664 (2.4349149357188833) | > loss_gen: 2.7021968364715576 (2.6154201464219526) | > loss_kl: 2.8802402019500732 (2.665233991362832) | > loss_feat: 7.626874923706055 (6.844499241222035) | > loss_mel: 18.40375518798828 (18.12161549654874) | > loss_duration: 2.454761028289795 (2.3401736346158115) | > loss_1: 34.06782531738281 (32.58694284612482)  --> STEP: 12 | > loss_disc: 2.5022034645080566 (2.440522313117981) | > loss_disc_real_0: 0.17229503393173218 (0.16408039877812067) | > loss_disc_real_1: 0.34075671434402466 (0.20742295123636723) | > loss_disc_real_2: 0.1515037715435028 (0.2324968340496222) | > loss_disc_real_3: 0.29877331852912903 (0.27632919947306317) | > loss_disc_real_4: 0.24313364923000336 (0.25973410904407507) | > loss_disc_real_5: 0.31027519702911377 (0.27947184319297474) | > loss_0: 2.5022034645080566 (2.440522313117981) | > loss_gen: 2.6856093406677246 (2.621269245942434) | > loss_kl: 2.843621015548706 (2.6800995767116547) | > loss_feat: 7.00095272064209 (6.857537031173706) | > loss_mel: 20.317628860473633 (18.30461661020915) | > loss_duration: 2.29348087310791 (2.33628257115682) | > loss_1: 35.141292572021484 (32.799805323282875)  --> STEP: 13 | > loss_disc: 2.3145318031311035 (2.4308307354266825) | > loss_disc_real_0: 0.11475294828414917 (0.16028597950935364) | > loss_disc_real_1: 0.19247983396053314 (0.2062734806766877) | > loss_disc_real_2: 0.20851270854473114 (0.23065190131847674) | > loss_disc_real_3: 0.37134724855422974 (0.2836382801716144) | > loss_disc_real_4: 0.28325194120407104 (0.26154317305638247) | > loss_disc_real_5: 0.19719907641410828 (0.2731431688253696) | > loss_0: 2.3145318031311035 (2.4308307354266825) | > loss_gen: 2.7027151584625244 (2.6275343161362867) | > loss_kl: 2.8634393215179443 (2.694202634004446) | > loss_feat: 7.1760640144348145 (6.8820391068091755) | > loss_mel: 17.005617141723633 (18.2046935741718) | > loss_duration: 2.1900620460510254 (2.325034838456374) | > loss_1: 31.937896728515625 (32.733504662146935)  --> STEP: 14 | > loss_disc: 2.1819136142730713 (2.4130509410585677) | > loss_disc_real_0: 0.1250288188457489 (0.15776761089052474) | > loss_disc_real_1: 0.08636712282896042 (0.19770874083042145) | > loss_disc_real_2: 0.2589295208454132 (0.2326717312846865) | > loss_disc_real_3: 0.19562077522277832 (0.2773513155324118) | > loss_disc_real_4: 0.23026487231254578 (0.259309008717537) | > loss_disc_real_5: 0.21031084656715393 (0.2686551458069256) | > loss_0: 2.1819136142730713 (2.4130509410585677) | > loss_gen: 2.3900997638702393 (2.6105747052601407) | > loss_kl: 3.1578001976013184 (2.727316745689937) | > loss_feat: 7.316701889038086 (6.913086448396955) | > loss_mel: 18.72724723815918 (18.242018835885183) | > loss_duration: 2.3791587352752686 (2.328900831086295) | > loss_1: 33.97100830078125 (32.82189777919224)  --> STEP: 15 | > loss_disc: 2.278585433959961 (2.4040865739186605) | > loss_disc_real_0: 0.12290962785482407 (0.15544374535481134) | > loss_disc_real_1: 0.1981537789106369 (0.19773841003576914) | > loss_disc_real_2: 0.18865656852722168 (0.2297373871008555) | > loss_disc_real_3: 0.1958090364933014 (0.27191516359647117) | > loss_disc_real_4: 0.20067429542541504 (0.25540002783139554) | > loss_disc_real_5: 0.22115804255008698 (0.2654886722564697) | > loss_0: 2.278585433959961 (2.4040865739186605) | > loss_gen: 2.3275387287139893 (2.591705640157064) | > loss_kl: 3.464463949203491 (2.776459892590841) | > loss_feat: 7.58253812789917 (6.957716560363769) | > loss_mel: 18.709455490112305 (18.273181279500324) | > loss_duration: 2.3415722846984863 (2.3297455946604413) | > loss_1: 34.425567626953125 (32.9288091023763)  --> STEP: 16 | > loss_disc: 2.951444625854492 (2.43829645216465) | > loss_disc_real_0: 0.2745477557182312 (0.1628877460025251) | > loss_disc_real_1: 0.40556517243385315 (0.2107275826856494) | > loss_disc_real_2: 0.26140332221984863 (0.23171650804579258) | > loss_disc_real_3: 0.27713391184806824 (0.27224133536219597) | > loss_disc_real_4: 0.32642143964767456 (0.25983886606991297) | > loss_disc_real_5: 0.4166841506958008 (0.2749383896589279) | > loss_0: 2.951444625854492 (2.43829645216465) | > loss_gen: 2.590810775756836 (2.5916497111320496) | > loss_kl: 2.792562246322632 (2.7774662896990776) | > loss_feat: 5.077559471130371 (6.840206742286682) | > loss_mel: 15.83216381072998 (18.12061768770218) | > loss_duration: 2.3048295974731445 (2.328188344836235) | > loss_1: 28.59792709350586 (32.6581289768219)  --> STEP: 17 | > loss_disc: 2.6667213439941406 (2.451733210507561) | > loss_disc_real_0: 0.204895481467247 (0.1653587892651558) | > loss_disc_real_1: 0.19342118501663208 (0.20970955929335425) | > loss_disc_real_2: 0.28173285722732544 (0.23465864623294158) | > loss_disc_real_3: 0.3666047155857086 (0.2777921224341673) | > loss_disc_real_4: 0.34816017746925354 (0.2650342373286977) | > loss_disc_real_5: 0.39635059237480164 (0.2820802839363323) | > loss_0: 2.6667213439941406 (2.451733210507561) | > loss_gen: 2.9008564949035645 (2.6098383454715504) | > loss_kl: 2.15537166595459 (2.740872488302343) | > loss_feat: 5.555868625640869 (6.7646574413075165) | > loss_mel: 17.52083396911621 (18.085336292491238) | > loss_duration: 2.440650463104248 (2.3348037635578827) | > loss_1: 30.57358169555664 (32.535508548512176)  --> STEP: 18 | > loss_disc: 2.752190589904785 (2.4684252871407404) | > loss_disc_real_0: 0.21958036720752716 (0.16837109915084308) | > loss_disc_real_1: 0.4905180037021637 (0.225310028427177) | > loss_disc_real_2: 0.2438724786043167 (0.2351705258091291) | > loss_disc_real_3: 0.3140186667442322 (0.2798047082291709) | > loss_disc_real_4: 0.2759847939014435 (0.2656426015827391) | > loss_disc_real_5: 0.3504551649093628 (0.28587888843483394) | > loss_0: 2.752190589904785 (2.4684252871407404) | > loss_gen: 3.1014840602874756 (2.6371519962946572) | > loss_kl: 2.905477285385132 (2.7500171992513867) | > loss_feat: 9.14785385131836 (6.897057241863674) | > loss_mel: 18.711502075195312 (18.120123280419243) | > loss_duration: 2.245626449584961 (2.329849468337165) | > loss_1: 36.11194610595703 (32.73419952392578)  --> STEP: 19 | > loss_disc: 2.459960460662842 (2.467979769957693) | > loss_disc_real_0: 0.18715810775756836 (0.16935988907751284) | > loss_disc_real_1: 0.20583415031433105 (0.22428498221071144) | > loss_disc_real_2: 0.23086786270141602 (0.23494406985609154) | > loss_disc_real_3: 0.2642242908477783 (0.2789846862617292) | > loss_disc_real_4: 0.27027490735054016 (0.2658864071494655) | > loss_disc_real_5: 0.2873269021511078 (0.2859550996830589) | > loss_0: 2.459960460662842 (2.467979769957693) | > loss_gen: 2.5486645698547363 (2.6324947633241353) | > loss_kl: 1.926151990890503 (2.706655872495551) | > loss_feat: 6.057179927825928 (6.852853172703793) | > loss_mel: 18.146615982055664 (18.12151763313695) | > loss_duration: 2.2965774536132812 (2.328098309667487) | > loss_1: 30.975189208984375 (32.64162003366571)  --> STEP: 20 | > loss_disc: 2.465141773223877 (2.467837870121002) | > loss_disc_real_0: 0.18883606791496277 (0.17033369801938533) | > loss_disc_real_1: 0.30115580558776855 (0.2281285233795643) | > loss_disc_real_2: 0.16894850134849548 (0.23164429143071175) | > loss_disc_real_3: 0.26342758536338806 (0.2782068312168121) | > loss_disc_real_4: 0.23572516441345215 (0.26437834501266483) | > loss_disc_real_5: 0.22555232048034668 (0.2829349607229233) | > loss_0: 2.465141773223877 (2.467837870121002) | > loss_gen: 2.632124423980713 (2.632476246356964) | > loss_kl: 1.8674860000610352 (2.664697378873825) | > loss_feat: 5.847832679748535 (6.80260214805603) | > loss_mel: 15.453858375549316 (17.98813467025757) | > loss_duration: 2.3253870010375977 (2.3279627442359923) | > loss_1: 28.126689910888672 (32.415873527526855)  --> STEP: 21 | > loss_disc: 2.362977981567383 (2.4628445420946394) | > loss_disc_real_0: 0.0844298005104065 (0.1662430362332435) | > loss_disc_real_1: 0.21297548711299896 (0.22740695022401355) | > loss_disc_real_2: 0.26950603723526 (0.2334472317071188) | > loss_disc_real_3: 0.27166977524757385 (0.2778955428373246) | > loss_disc_real_4: 0.2724060118198395 (0.2647606148606255) | > loss_disc_real_5: 0.22727444767951965 (0.2802844601018088) | > loss_0: 2.362977981567383 (2.4628445420946394) | > loss_gen: 2.5342109203338623 (2.627796945117769) | > loss_kl: 2.7189509868621826 (2.6672808840161277) | > loss_feat: 5.923324108123779 (6.760731765202114) | > loss_mel: 17.92845344543457 (17.98529270717076) | > loss_duration: 2.066063165664673 (2.315491335732596) | > loss_1: 31.171001434326172 (32.356593904041105)  --> STEP: 22 | > loss_disc: 2.111719846725464 (2.4468843286687676) | > loss_disc_real_0: 0.1068723276257515 (0.16354436766017566) | > loss_disc_real_1: 0.14774581789970398 (0.22378598966381766) | > loss_disc_real_2: 0.18376149237155914 (0.2311887890100479) | > loss_disc_real_3: 0.22351595759391785 (0.27542374350807886) | > loss_disc_real_4: 0.18749916553497314 (0.2612487308003686) | > loss_disc_real_5: 0.3462710678577423 (0.28328385136344214) | > loss_0: 2.111719846725464 (2.4468843286687676) | > loss_gen: 2.6878387928009033 (2.6305261200124566) | > loss_kl: 2.116913080215454 (2.6422641656615515) | > loss_feat: 8.844762802124023 (6.855460448698564) | > loss_mel: 18.768863677978516 (18.020909569480207) | > loss_duration: 2.1795122623443604 (2.309310468760404) | > loss_1: 34.5978889465332 (32.45847095142711)  --> STEP: 23 | > loss_disc: 2.427975654602051 (2.4460622124049975) | > loss_disc_real_0: 0.20607230067253113 (0.16539340822593027) | > loss_disc_real_1: 0.17185533046722412 (0.22152813491613968) | > loss_disc_real_2: 0.2607477009296417 (0.23247395909350851) | > loss_disc_real_3: 0.2946825325489044 (0.27626108216202777) | > loss_disc_real_4: 0.2495298534631729 (0.26073921439440356) | > loss_disc_real_5: 0.2609213590621948 (0.2823115690894749) | > loss_0: 2.427975654602051 (2.4460622124049975) | > loss_gen: 2.4996142387390137 (2.6248342990875244) | > loss_kl: 2.1960830688476562 (2.622864987539208) | > loss_feat: 6.368879795074463 (6.834304768106212) | > loss_mel: 16.550323486328125 (17.95697104412577) | > loss_duration: 2.30147123336792 (2.3089696324389912) | > loss_1: 29.916372299194336 (32.347944923069164)  --> STEP: 24 | > loss_disc: 2.29687762260437 (2.4398461878299713) | > loss_disc_real_0: 0.1594150960445404 (0.16514431188503903) | > loss_disc_real_1: 0.13405059278011322 (0.21788323732713857) | > loss_disc_real_2: 0.25940239429473877 (0.2335959772268931) | > loss_disc_real_3: 0.24814486503601074 (0.2750895731151104) | > loss_disc_real_4: 0.2304743528366089 (0.2594781784961621) | > loss_disc_real_5: 0.23254424333572388 (0.28023793051640195) | > loss_0: 2.29687762260437 (2.4398461878299713) | > loss_gen: 2.5213379859924316 (2.6205219527085624) | > loss_kl: 2.3844943046569824 (2.6129328757524486) | > loss_feat: 7.759324550628662 (6.872847259044647) | > loss_mel: 18.54111671447754 (17.981310447057094) | > loss_duration: 2.4225902557373047 (2.3137038250764212) | > loss_1: 33.62886428833008 (32.40131656328837)  --> STEP: 25 | > loss_disc: 2.421485185623169 (2.4391117477416993) | > loss_disc_real_0: 0.13474984467029572 (0.1639285331964493) | > loss_disc_real_1: 0.2009161412715912 (0.21720455348491668) | > loss_disc_real_2: 0.37063294649124146 (0.23907745599746705) | > loss_disc_real_3: 0.259164035320282 (0.2744525516033173) | > loss_disc_real_4: 0.24532222747802734 (0.2589119404554367) | > loss_disc_real_5: 0.2563464641571045 (0.27928227186203003) | > loss_0: 2.421485185623169 (2.4391117477416993) | > loss_gen: 2.6285667419433594 (2.620843744277954) | > loss_kl: 2.926305055618286 (2.625467762947082) | > loss_feat: 6.197600364685059 (6.845837383270264) | > loss_mel: 16.154630661010742 (17.90824325561524) | > loss_duration: 2.379896640777588 (2.3163515377044677) | > loss_1: 30.286998748779297 (32.31674385070801)  --> STEP: 26 | > loss_disc: 2.570974588394165 (2.4441833954591017) | > loss_disc_real_0: 0.17591340839862823 (0.16438948993499464) | > loss_disc_real_1: 0.23020382225513458 (0.2177045253606943) | > loss_disc_real_2: 0.20697632431983948 (0.23784279708678907) | > loss_disc_real_3: 0.17299608886241913 (0.27055037995943654) | > loss_disc_real_4: 0.27884140610694885 (0.2596784583651103) | > loss_disc_real_5: 0.24896392226219177 (0.2781161814928055) | > loss_0: 2.570974588394165 (2.4441833954591017) | > loss_gen: 2.388176202774048 (2.61189499268165) | > loss_kl: 2.1217684745788574 (2.606094713394458) | > loss_feat: 14.099066734313965 (7.124807742925791) | > loss_mel: 22.166282653808594 (18.0720140016996) | > loss_duration: 2.2790613174438477 (2.3149172984636746) | > loss_1: 43.054351806640625 (32.729728772090034) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023357317997859074 (-0.00021075285398043132) | > avg_loss_disc: 2.4441833954591017 (+0.028310995835524544) | > avg_loss_disc_real_0: 0.16438948993499464 (-0.007452661887957485) | > avg_loss_disc_real_1: 0.2177045253606943 (-0.027005457534239857) | > avg_loss_disc_real_2: 0.23784279708678907 (-0.003383420980893642) | > avg_loss_disc_real_3: 0.27055037995943654 (+0.03149697299186999) | > avg_loss_disc_real_4: 0.2596784583651103 (+0.043960835498112916) | > avg_loss_disc_real_5: 0.2781161814928055 (+0.04060176358773157) | > avg_loss_0: 2.4441833954591017 (+0.028310995835524544) | > avg_loss_gen: 2.61189499268165 (+0.08000213366288422) | > avg_loss_kl: 2.606094713394458 (-0.015169377510364956) | > avg_loss_feat: 7.124807742925791 (+0.2258123801304741) | > avg_loss_mel: 18.0720140016996 (+0.7754036463224026) | > avg_loss_duration: 2.3149172984636746 (-0.003261905450087532) | > avg_loss_1: 32.729728772090034 (+1.0627869092501143)  > EPOCH: 404/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:49:10)   --> TIME: 2024-06-11 08:49:13 -- STEP: 4/330 -- GLOBAL_STEP: 221325 | > loss_disc: 2.2343027591705322 (2.340165913105011) | > loss_disc_real_0: 0.10264773666858673 (0.08846987411379814) | > loss_disc_real_1: 0.1950981765985489 (0.21582648903131485) | > loss_disc_real_2: 0.21148928999900818 (0.20748533681035042) | > loss_disc_real_3: 0.19301004707813263 (0.23259148374199867) | > loss_disc_real_4: 0.20760957896709442 (0.24240366369485855) | > loss_disc_real_5: 0.2171398103237152 (0.2486119270324707) | > loss_0: 2.2343027591705322 (2.340165913105011) | > grad_norm_0: tensor(7.7183, device='cuda:0') (tensor(10.5757, device='cuda:0')) | > loss_gen: 2.577719211578369 (2.483317196369171) | > loss_kl: 1.7038342952728271 (1.8566500842571259) | > loss_feat: 6.727824687957764 (6.646448850631714) | > loss_mel: 18.06682777404785 (18.366626739501953) | > loss_duration: 2.1988210678100586 (2.2059021592140198) | > loss_1: 31.2750244140625 (31.55894374847412) | > grad_norm_1: tensor(54.3557, device='cuda:0') (tensor(71.3861, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3506 (0.359439492225647) | > loader_time: 0.0036 (0.0036470890045166016)  --> TIME: 2024-06-11 08:49:22 -- STEP: 29/330 -- GLOBAL_STEP: 221350 | > loss_disc: 2.38049578666687 (2.32005656998733) | > loss_disc_real_0: 0.12091118097305298 (0.10450290374714753) | > loss_disc_real_1: 0.21068985760211945 (0.20352745158918972) | > loss_disc_real_2: 0.21504653990268707 (0.21002266427566266) | > loss_disc_real_3: 0.20743706822395325 (0.22757335264107276) | > loss_disc_real_4: 0.2270577847957611 (0.2308106823214169) | > loss_disc_real_5: 0.2164408564567566 (0.22502196400329985) | > loss_0: 2.38049578666687 (2.32005656998733) | > grad_norm_0: tensor(5.1534, device='cuda:0') (tensor(7.3911, device='cuda:0')) | > loss_gen: 2.416104316711426 (2.509978943857653) | > loss_kl: 1.7538740634918213 (1.8259242937482636) | > loss_feat: 6.359771728515625 (7.051810346800705) | > loss_mel: 17.871753692626953 (18.141868985932447) | > loss_duration: 2.0434908866882324 (2.0694701712706993) | > loss_1: 30.444995880126953 (31.599052823823072) | > grad_norm_1: tensor(52.9825, device='cuda:0') (tensor(82.7745, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3734 (0.36150182526687097) | > loader_time: 0.004 (0.003380800115651098)  --> TIME: 2024-06-11 08:49:32 -- STEP: 54/330 -- GLOBAL_STEP: 221375 | > loss_disc: 2.3540000915527344 (2.3171282476849036) | > loss_disc_real_0: 0.08856295794248581 (0.10671009826991293) | > loss_disc_real_1: 0.2036527395248413 (0.20069719050769452) | > loss_disc_real_2: 0.23032046854496002 (0.21026238274795037) | > loss_disc_real_3: 0.2566335201263428 (0.227525328596433) | > loss_disc_real_4: 0.21367697417736053 (0.2268335007958942) | > loss_disc_real_5: 0.19697532057762146 (0.21982457047259366) | > loss_0: 2.3540000915527344 (2.3171282476849036) | > grad_norm_0: tensor(7.7586, device='cuda:0') (tensor(7.6584, device='cuda:0')) | > loss_gen: 2.4891467094421387 (2.5064688876823142) | > loss_kl: 2.060213804244995 (1.8521760856663738) | > loss_feat: 6.985215663909912 (7.097368505265978) | > loss_mel: 18.755571365356445 (18.136666403876408) | > loss_duration: 1.9877625703811646 (2.0389244909639705) | > loss_1: 32.27791213989258 (31.631604547853822) | > grad_norm_1: tensor(81.6664, device='cuda:0') (tensor(92.9431, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3943 (0.37060523916173865) | > loader_time: 0.0034 (0.0034529677143803348)  --> TIME: 2024-06-11 08:49:42 -- STEP: 79/330 -- GLOBAL_STEP: 221400 | > loss_disc: 2.181123971939087 (2.323455683792694) | > loss_disc_real_0: 0.08497046679258347 (0.10727434001768692) | > loss_disc_real_1: 0.1894359588623047 (0.1990188694075693) | > loss_disc_real_2: 0.2024388611316681 (0.21248780360704736) | > loss_disc_real_3: 0.19811180233955383 (0.22785597209688985) | > loss_disc_real_4: 0.20169086754322052 (0.22813127953794937) | > loss_disc_real_5: 0.17722240090370178 (0.2203771322965622) | > loss_0: 2.181123971939087 (2.323455683792694) | > grad_norm_0: tensor(7.8571, device='cuda:0') (tensor(8.8270, device='cuda:0')) | > loss_gen: 2.5539257526397705 (2.502449271045154) | > loss_kl: 1.7717905044555664 (1.8741791052154348) | > loss_feat: 7.125323295593262 (7.127638684043402) | > loss_mel: 17.60997200012207 (18.217154708089712) | > loss_duration: 1.999161720275879 (2.0292257930659034) | > loss_1: 31.06017303466797 (31.750647629363627) | > grad_norm_1: tensor(57.4851, device='cuda:0') (tensor(106.3882, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3787 (0.37192968477176713) | > loader_time: 0.0034 (0.003554389446596556)  --> TIME: 2024-06-11 08:49:51 -- STEP: 104/330 -- GLOBAL_STEP: 221425 | > loss_disc: 2.394792318344116 (2.3228826797925515) | > loss_disc_real_0: 0.16855040192604065 (0.10902001364873005) | > loss_disc_real_1: 0.2268713116645813 (0.1979160806020865) | > loss_disc_real_2: 0.21418602764606476 (0.2138357997800295) | > loss_disc_real_3: 0.2327067106962204 (0.2274200490747507) | > loss_disc_real_4: 0.24784256517887115 (0.22701094199258548) | > loss_disc_real_5: 0.2497137486934662 (0.22015198119557822) | > loss_0: 2.394792318344116 (2.3228826797925515) | > grad_norm_0: tensor(12.0586, device='cuda:0') (tensor(10.1644, device='cuda:0')) | > loss_gen: 2.5991971492767334 (2.5107601239131045) | > loss_kl: 1.881057858467102 (1.8796149010841663) | > loss_feat: 6.724764823913574 (7.1718809100297785) | > loss_mel: 17.971303939819336 (18.193412230565013) | > loss_duration: 2.071504592895508 (2.0294216034504062) | > loss_1: 31.247827529907227 (31.785089786236103) | > grad_norm_1: tensor(168.5693, device='cuda:0') (tensor(129.6622, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3719 (0.37164198664518505) | > loader_time: 0.0041 (0.00362244936136099)  --> TIME: 2024-06-11 08:50:01 -- STEP: 129/330 -- GLOBAL_STEP: 221450 | > loss_disc: 2.223581314086914 (2.3198450332464176) | > loss_disc_real_0: 0.10804492235183716 (0.10921530968459077) | > loss_disc_real_1: 0.2273741066455841 (0.1979263809531234) | > loss_disc_real_2: 0.23362290859222412 (0.2138385193985562) | > loss_disc_real_3: 0.20859993994235992 (0.22707432208135148) | > loss_disc_real_4: 0.2341252714395523 (0.2262002680190774) | > loss_disc_real_5: 0.19982260465621948 (0.21856523761453556) | > loss_0: 2.223581314086914 (2.3198450332464176) | > grad_norm_0: tensor(5.4189, device='cuda:0') (tensor(12.5175, device='cuda:0')) | > loss_gen: 2.6521449089050293 (2.507210895996685) | > loss_kl: 1.9697492122650146 (1.8883150372394295) | > loss_feat: 7.01485538482666 (7.14012062826822) | > loss_mel: 18.42885398864746 (18.139499383379334) | > loss_duration: 2.014075756072998 (2.0303335023480775) | > loss_1: 32.079681396484375 (31.705479496209197) | > grad_norm_1: tensor(83.4118, device='cuda:0') (tensor(149.2125, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3721 (0.37277554171954014) | > loader_time: 0.0039 (0.0037446188372234966)  --> TIME: 2024-06-11 08:50:10 -- STEP: 154/330 -- GLOBAL_STEP: 221475 | > loss_disc: 2.376349449157715 (2.321021730249578) | > loss_disc_real_0: 0.12388838082551956 (0.10974128350809023) | > loss_disc_real_1: 0.16951832175254822 (0.1975348150575316) | > loss_disc_real_2: 0.20901858806610107 (0.21395352357006692) | > loss_disc_real_3: 0.22114039957523346 (0.22727398506619714) | > loss_disc_real_4: 0.21416528522968292 (0.22656119324557192) | > loss_disc_real_5: 0.21580278873443604 (0.2189706065631532) | > loss_0: 2.376349449157715 (2.321021730249578) | > grad_norm_0: tensor(14.7985, device='cuda:0') (tensor(14.5531, device='cuda:0')) | > loss_gen: 2.5007126331329346 (2.5103415606857893) | > loss_kl: 1.8728457689285278 (1.8898997453900126) | > loss_feat: 6.856474876403809 (7.153993795444439) | > loss_mel: 18.213092803955078 (18.145028820285557) | > loss_duration: 2.048947811126709 (2.0324939512587203) | > loss_1: 31.492074966430664 (31.731757907124308) | > grad_norm_1: tensor(272.5492, device='cuda:0') (tensor(173.1881, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3808 (0.3742955272847957) | > loader_time: 0.005 (0.0038371457682027446)  --> TIME: 2024-06-11 08:50:20 -- STEP: 179/330 -- GLOBAL_STEP: 221500 | > loss_disc: 2.347527027130127 (2.323400991588999) | > loss_disc_real_0: 0.08293838053941727 (0.11027991188971024) | > loss_disc_real_1: 0.18436294794082642 (0.1978086538654466) | > loss_disc_real_2: 0.2128497213125229 (0.21442379423692906) | > loss_disc_real_3: 0.22571299970149994 (0.2270988291701791) | > loss_disc_real_4: 0.20406310260295868 (0.22620123882866439) | > loss_disc_real_5: 0.20237748324871063 (0.21872158040547504) | > loss_0: 2.347527027130127 (2.323400991588999) | > grad_norm_0: tensor(37.2178, device='cuda:0') (tensor(16.7560, device='cuda:0')) | > loss_gen: 2.498537540435791 (2.5101138360007518) | > loss_kl: 1.9190336465835571 (1.8935388692930424) | > loss_feat: 7.663592338562012 (7.148710661094282) | > loss_mel: 17.479209899902344 (18.104491377676) | > loss_duration: 2.080395221710205 (2.0380855532331825) | > loss_1: 31.64076805114746 (31.694940311282707) | > grad_norm_1: tensor(413.5402, device='cuda:0') (tensor(191.2317, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3779 (0.3754549705782417) | > loader_time: 0.0046 (0.003931297270279358) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_221500.pth  --> TIME: 2024-06-11 08:50:34 -- STEP: 204/330 -- GLOBAL_STEP: 221525 | > loss_disc: 2.243086814880371 (2.3257810379944606) | > loss_disc_real_0: 0.05635562911629677 (0.11125919058480684) | > loss_disc_real_1: 0.15127414464950562 (0.19760819495308632) | > loss_disc_real_2: 0.1952137053012848 (0.2139327141145865) | > loss_disc_real_3: 0.2547275722026825 (0.2275428443270571) | > loss_disc_real_4: 0.21397916972637177 (0.22653173604140095) | > loss_disc_real_5: 0.2456207126379013 (0.21945784898365245) | > loss_0: 2.243086814880371 (2.3257810379944606) | > grad_norm_0: tensor(25.1383, device='cuda:0') (tensor(19.7963, device='cuda:0')) | > loss_gen: 2.765925645828247 (2.5155909984719527) | > loss_kl: 2.151512384414673 (1.8965378158232744) | > loss_feat: 8.475211143493652 (7.18059881995706) | > loss_mel: 18.84148406982422 (18.08787512311749) | > loss_duration: 2.0523900985717773 (2.0447647963084417) | > loss_1: 34.28652572631836 (31.725367583480537) | > grad_norm_1: tensor(420.0233, device='cuda:0') (tensor(212.8590, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.3993 (0.3780622482299805) | > loader_time: 0.0047 (0.004053988877464743)  --> TIME: 2024-06-11 08:50:45 -- STEP: 229/330 -- GLOBAL_STEP: 221550 | > loss_disc: 2.367093324661255 (2.3282610391425265) | > loss_disc_real_0: 0.094847172498703 (0.11244355090060089) | > loss_disc_real_1: 0.17056937515735626 (0.19761526155159462) | > loss_disc_real_2: 0.15947720408439636 (0.21375209789349003) | > loss_disc_real_3: 0.23334665596485138 (0.2277498338290177) | > loss_disc_real_4: 0.25030484795570374 (0.22644452555471112) | > loss_disc_real_5: 0.22176803648471832 (0.21983573946890353) | > loss_0: 2.367093324661255 (2.3282610391425265) | > grad_norm_0: tensor(7.2695, device='cuda:0') (tensor(21.9911, device='cuda:0')) | > loss_gen: 2.3928611278533936 (2.5162308101570767) | > loss_kl: 2.036813735961914 (1.8990221450422529) | > loss_feat: 7.032561302185059 (7.1826264139866725) | > loss_mel: 18.8321533203125 (18.062404890768402) | > loss_duration: 2.133906364440918 (2.0525749640693816) | > loss_1: 32.42829513549805 (31.71285929950564) | > grad_norm_1: tensor(315.7753, device='cuda:0') (tensor(228.2095, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.4048 (0.38054389620451956) | > loader_time: 0.0057 (0.004166882110995497)  --> TIME: 2024-06-11 08:50:55 -- STEP: 254/330 -- GLOBAL_STEP: 221575 | > loss_disc: 2.3838582038879395 (2.3291767779297725) | > loss_disc_real_0: 0.0978764146566391 (0.11269559986948029) | > loss_disc_real_1: 0.2168535441160202 (0.19751181999060113) | > loss_disc_real_2: 0.1987241506576538 (0.21365956099718575) | > loss_disc_real_3: 0.22297994792461395 (0.22800830382061757) | > loss_disc_real_4: 0.24345088005065918 (0.22700029060127228) | > loss_disc_real_5: 0.23936326801776886 (0.21983552507058843) | > loss_0: 2.3838582038879395 (2.3291767779297725) | > grad_norm_0: tensor(39.9402, device='cuda:0') (tensor(22.7703, device='cuda:0')) | > loss_gen: 2.478100299835205 (2.5155725619924354) | > loss_kl: 1.9522922039031982 (1.9018902102793296) | > loss_feat: 7.23590087890625 (7.182360467009657) | > loss_mel: 18.09328842163086 (18.019928391524193) | > loss_duration: 2.0866503715515137 (2.059487268211333) | > loss_1: 31.846233367919922 (31.67923896519218) | > grad_norm_1: tensor(399.6864, device='cuda:0') (tensor(242.5559, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.4287 (0.38417555309656104) | > loader_time: 0.0058 (0.00431136822137307)  --> TIME: 2024-06-11 08:51:06 -- STEP: 279/330 -- GLOBAL_STEP: 221600 | > loss_disc: 2.317725658416748 (2.3297297168376203) | > loss_disc_real_0: 0.0919262021780014 (0.11313263882338785) | > loss_disc_real_1: 0.21344701945781708 (0.19747801274595297) | > loss_disc_real_2: 0.19002975523471832 (0.2134078582448344) | > loss_disc_real_3: 0.22817206382751465 (0.2276815115657758) | > loss_disc_real_4: 0.2512126863002777 (0.22679068457909377) | > loss_disc_real_5: 0.24781198799610138 (0.22011422454028995) | > loss_0: 2.317725658416748 (2.3297297168376203) | > grad_norm_0: tensor(35.5176, device='cuda:0') (tensor(24.2536, device='cuda:0')) | > loss_gen: 2.6429123878479004 (2.516077023680492) | > loss_kl: 2.026113748550415 (1.9088687114818121) | > loss_feat: 7.351058006286621 (7.192145349304309) | > loss_mel: 17.5782413482666 (17.98843284319806) | > loss_duration: 2.1493241786956787 (2.0684618655071447) | > loss_1: 31.747650146484375 (31.673985840171895) | > grad_norm_1: tensor(283.7538, device='cuda:0') (tensor(257.5019, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.4376 (0.38865868592347724) | > loader_time: 0.0058 (0.004449934942320682)  --> TIME: 2024-06-11 08:51:19 -- STEP: 304/330 -- GLOBAL_STEP: 221625 | > loss_disc: 2.300384044647217 (2.332616967590231) | > loss_disc_real_0: 0.08143870532512665 (0.11430190341841233) | > loss_disc_real_1: 0.21785901486873627 (0.19801616511846837) | > loss_disc_real_2: 0.22908566892147064 (0.21333592120361947) | > loss_disc_real_3: 0.23837359249591827 (0.2279020316506686) | > loss_disc_real_4: 0.20274372398853302 (0.22670244793162525) | > loss_disc_real_5: 0.1960131675004959 (0.21988828548867448) | > loss_0: 2.300384044647217 (2.332616967590231) | > grad_norm_0: tensor(54.2678, device='cuda:0') (tensor(26.9890, device='cuda:0')) | > loss_gen: 2.58951473236084 (2.5170329754289815) | > loss_kl: 2.0137908458709717 (1.912594667782909) | > loss_feat: 8.174967765808105 (7.2256642862370155) | > loss_mel: 17.639602661132812 (17.950349829698858) | > loss_duration: 2.222224712371826 (2.0789116240645695) | > loss_1: 32.64010238647461 (31.684553460070962) | > grad_norm_1: tensor(574.5901, device='cuda:0') (tensor(276.9369, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.4816 (0.395909607410431) | > loader_time: 0.0073 (0.00463978946208954)  --> TIME: 2024-06-11 08:51:46 -- STEP: 329/330 -- GLOBAL_STEP: 221650 | > loss_disc: 2.5170843601226807 (2.336193703590555) | > loss_disc_real_0: 0.1104239970445633 (0.11549872936720544) | > loss_disc_real_1: 0.2007812112569809 (0.1982475876083489) | > loss_disc_real_2: 0.18445374071598053 (0.2134981326147415) | > loss_disc_real_3: 0.30492761731147766 (0.2276624870970618) | > loss_disc_real_4: 0.2765095829963684 (0.22652414278056476) | > loss_disc_real_5: 0.3639832139015198 (0.22024463302821007) | > loss_0: 2.5170843601226807 (2.336193703590555) | > grad_norm_0: tensor(19.7733, device='cuda:0') (tensor(27.5273, device='cuda:0')) | > loss_gen: 2.5538580417633057 (2.521105179308394) | > loss_kl: 2.1319048404693604 (1.9206402309035095) | > loss_feat: 11.469693183898926 (7.346122014123981) | > loss_mel: 18.01865005493164 (17.926635640732783) | > loss_duration: 2.2678678035736084 (2.0926721077921884) | > loss_1: 36.44197463989258 (31.807175233371353) | > grad_norm_1: tensor(387.7659, device='cuda:0') (tensor(285.0404, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 13.2011 (0.4482145316695008) | > loader_time: 0.0338 (0.005115685129600456)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1721436977386475 (2.1721436977386475) | > loss_disc_real_0: 0.08209747076034546 (0.08209747076034546) | > loss_disc_real_1: 0.248151496052742 (0.248151496052742) | > loss_disc_real_2: 0.24526529014110565 (0.24526529014110565) | > loss_disc_real_3: 0.3285563886165619 (0.3285563886165619) | > loss_disc_real_4: 0.23069459199905396 (0.23069459199905396) | > loss_disc_real_5: 0.16909633576869965 (0.16909633576869965) | > loss_0: 2.1721436977386475 (2.1721436977386475) | > loss_gen: 3.0079457759857178 (3.0079457759857178) | > loss_kl: 2.1638569831848145 (2.1638569831848145) | > loss_feat: 9.069304466247559 (9.069304466247559) | > loss_mel: 18.48123550415039 (18.48123550415039) | > loss_duration: 2.9017045497894287 (2.9017045497894287) | > loss_1: 35.624046325683594 (35.624046325683594)  --> STEP: 1 | > loss_disc: 2.396833896636963 (2.396833896636963) | > loss_disc_real_0: 0.09370139241218567 (0.09370139241218567) | > loss_disc_real_1: 0.19983281195163727 (0.19983281195163727) | > loss_disc_real_2: 0.31860172748565674 (0.31860172748565674) | > loss_disc_real_3: 0.35244280099868774 (0.35244280099868774) | > loss_disc_real_4: 0.3090393841266632 (0.3090393841266632) | > loss_disc_real_5: 0.27058854699134827 (0.27058854699134827) | > loss_0: 2.396833896636963 (2.396833896636963) | > loss_gen: 2.8921823501586914 (2.8921823501586914) | > loss_kl: 3.092280626296997 (3.092280626296997) | > loss_feat: 7.636597156524658 (7.636597156524658) | > loss_mel: 18.904775619506836 (18.904775619506836) | > loss_duration: 2.3997135162353516 (2.3997135162353516) | > loss_1: 34.92555236816406 (34.92555236816406)  --> STEP: 2 | > loss_disc: 2.220041036605835 (2.308437466621399) | > loss_disc_real_0: 0.12894390523433685 (0.11132264882326126) | > loss_disc_real_1: 0.23201626539230347 (0.21592453867197037) | > loss_disc_real_2: 0.29510965943336487 (0.3068556934595108) | > loss_disc_real_3: 0.2712879180908203 (0.31186535954475403) | > loss_disc_real_4: 0.20746459066867828 (0.25825198739767075) | > loss_disc_real_5: 0.21514756977558136 (0.2428680583834648) | > loss_0: 2.220041036605835 (2.308437466621399) | > loss_gen: 2.924821138381958 (2.9085017442703247) | > loss_kl: 2.7602221965789795 (2.9262514114379883) | > loss_feat: 6.517217636108398 (7.076907396316528) | > loss_mel: 17.817392349243164 (18.361083984375) | > loss_duration: 2.5363717079162598 (2.4680426120758057) | > loss_1: 32.556026458740234 (33.74078941345215)  --> STEP: 3 | > loss_disc: 2.0949349403381348 (2.237269957860311) | > loss_disc_real_0: 0.12115836143493652 (0.11460121969381969) | > loss_disc_real_1: 0.2091638445854187 (0.21367097397645315) | > loss_disc_real_2: 0.2180103063583374 (0.2772405644257863) | > loss_disc_real_3: 0.25113940238952637 (0.2916233738263448) | > loss_disc_real_4: 0.23942629992961884 (0.25197675824165344) | > loss_disc_real_5: 0.27878621220588684 (0.25484077632427216) | > loss_0: 2.0949349403381348 (2.237269957860311) | > loss_gen: 3.116535186767578 (2.9778462251027427) | > loss_kl: 2.263035297393799 (2.7051793734232583) | > loss_feat: 7.333207130432129 (7.1623406410217285) | > loss_mel: 19.300540924072266 (18.674236297607422) | > loss_duration: 2.303389549255371 (2.4131582578023276) | > loss_1: 34.31671142578125 (33.93276341756185)  --> STEP: 4 | > loss_disc: 2.3955299854278564 (2.2768349647521973) | > loss_disc_real_0: 0.13941839337348938 (0.1208055131137371) | > loss_disc_real_1: 0.14702634513378143 (0.19700981676578522) | > loss_disc_real_2: 0.2575362026691437 (0.27231447398662567) | > loss_disc_real_3: 0.3448370099067688 (0.3049267828464508) | > loss_disc_real_4: 0.27231472730636597 (0.2570612505078316) | > loss_disc_real_5: 0.27146920561790466 (0.2589978836476803) | > loss_0: 2.3955299854278564 (2.2768349647521973) | > loss_gen: 2.8453662395477295 (2.9447262287139893) | > loss_kl: 2.691723346710205 (2.701815366744995) | > loss_feat: 9.485443115234375 (7.74311625957489) | > loss_mel: 19.37923240661621 (18.85048532485962) | > loss_duration: 2.2723798751831055 (2.377963662147522) | > loss_1: 36.67414474487305 (34.61810874938965)  --> STEP: 5 | > loss_disc: 2.436396837234497 (2.308747339248657) | > loss_disc_real_0: 0.11381042748689651 (0.11940649598836899) | > loss_disc_real_1: 0.3121805787086487 (0.22004396915435792) | > loss_disc_real_2: 0.22562764585018158 (0.26297710835933685) | > loss_disc_real_3: 0.344270259141922 (0.31279547810554503) | > loss_disc_real_4: 0.3013310730457306 (0.2659152150154114) | > loss_disc_real_5: 0.2631661295890808 (0.2598315328359604) | > loss_0: 2.436396837234497 (2.308747339248657) | > loss_gen: 2.7781741619110107 (2.9114158153533936) | > loss_kl: 2.379377841949463 (2.637327861785889) | > loss_feat: 5.60573148727417 (7.315639305114746) | > loss_mel: 19.846118927001953 (19.049612045288086) | > loss_duration: 2.3450026512145996 (2.3713714599609377) | > loss_1: 32.954402923583984 (34.28536758422852)  --> STEP: 6 | > loss_disc: 2.121006965637207 (2.277457276980082) | > loss_disc_real_0: 0.11369107663631439 (0.1184539260963599) | > loss_disc_real_1: 0.22174671292304993 (0.22032775978247324) | > loss_disc_real_2: 0.15791605412960052 (0.2454669326543808) | > loss_disc_real_3: 0.29688501358032227 (0.31014373401800793) | > loss_disc_real_4: 0.2017960250377655 (0.2552286833524704) | > loss_disc_real_5: 0.174484983086586 (0.24560710787773132) | > loss_0: 2.121006965637207 (2.277457276980082) | > loss_gen: 2.8579626083374023 (2.902506947517395) | > loss_kl: 2.0932486057281494 (2.5466479857762656) | > loss_feat: 7.191105842590332 (7.294883728027344) | > loss_mel: 19.10950469970703 (19.05959415435791) | > loss_duration: 2.2024128437042236 (2.3432116905848184) | > loss_1: 33.4542350769043 (34.14684549967448)  --> STEP: 7 | > loss_disc: 2.386653184890747 (2.2930566923958913) | > loss_disc_real_0: 0.10706131905317307 (0.11682641080447606) | > loss_disc_real_1: 0.24690565466880798 (0.2241246019090925) | > loss_disc_real_2: 0.30197957158088684 (0.2535401667867388) | > loss_disc_real_3: 0.3835257589817047 (0.32062688044139315) | > loss_disc_real_4: 0.24372823536396027 (0.2535857622112547) | > loss_disc_real_5: 0.22501114010810852 (0.2426648267677852) | > loss_0: 2.386653184890747 (2.2930566923958913) | > loss_gen: 3.1821064949035645 (2.9424497400011336) | > loss_kl: 3.5695369243621826 (2.692774977002825) | > loss_feat: 8.598735809326172 (7.481148311070034) | > loss_mel: 18.283769607543945 (18.94876207624163) | > loss_duration: 2.553447723388672 (2.3732454095567976) | > loss_1: 36.18759536743164 (34.43838119506836)  --> STEP: 8 | > loss_disc: 2.172393798828125 (2.2779738306999207) | > loss_disc_real_0: 0.10341188311576843 (0.1151495948433876) | > loss_disc_real_1: 0.1583469659090042 (0.21590239740908146) | > loss_disc_real_2: 0.23639219999313354 (0.25139667093753815) | > loss_disc_real_3: 0.31886571645736694 (0.3204067349433899) | > loss_disc_real_4: 0.21522435545921326 (0.2487905863672495) | > loss_disc_real_5: 0.23033012449741364 (0.24112298898398876) | > loss_0: 2.172393798828125 (2.2779738306999207) | > loss_gen: 3.1562180519104004 (2.969170778989792) | > loss_kl: 2.576786518096924 (2.6782764196395874) | > loss_feat: 12.358888626098633 (8.090865850448608) | > loss_mel: 20.007749557495117 (19.081135511398315) | > loss_duration: 2.2287166118621826 (2.3551793098449707) | > loss_1: 40.32836151123047 (35.17462873458862)  --> STEP: 9 | > loss_disc: 2.5237786769866943 (2.30528548028734) | > loss_disc_real_0: 0.1885186731815338 (0.12330171465873718) | > loss_disc_real_1: 0.24742378294467926 (0.21940477357970345) | > loss_disc_real_2: 0.3031060993671417 (0.25714216298527187) | > loss_disc_real_3: 0.4229150414466858 (0.3317965467770894) | > loss_disc_real_4: 0.2838056981563568 (0.252681154343817) | > loss_disc_real_5: 0.25483042001724243 (0.2426460368765725) | > loss_0: 2.5237786769866943 (2.30528548028734) | > loss_gen: 2.982849359512329 (2.970690621270074) | > loss_kl: 1.9675681591033936 (2.5993088351355658) | > loss_feat: 7.575804710388184 (8.03363683488634) | > loss_mel: 18.28927993774414 (18.993151558770073) | > loss_duration: 2.1613147258758545 (2.333638800515069) | > loss_1: 32.9768180847168 (34.93042755126953)  --> STEP: 10 | > loss_disc: 2.473442792892456 (2.3221012115478517) | > loss_disc_real_0: 0.3171168267726898 (0.14268322587013244) | > loss_disc_real_1: 0.2742187976837158 (0.2248861759901047) | > loss_disc_real_2: 0.2827466130256653 (0.2597026079893112) | > loss_disc_real_3: 0.2942563593387604 (0.3280425280332565) | > loss_disc_real_4: 0.24320410192012787 (0.25173344910144807) | > loss_disc_real_5: 0.21093007922172546 (0.2394744411110878) | > loss_0: 2.473442792892456 (2.3221012115478517) | > loss_gen: 3.0836760997772217 (2.9819891691207885) | > loss_kl: 2.499691963195801 (2.5893471479415893) | > loss_feat: 5.846254825592041 (7.8148986339569095) | > loss_mel: 14.950108528137207 (18.58884725570679) | > loss_duration: 2.3942482471466064 (2.3396997451782227) | > loss_1: 28.77397918701172 (34.31478271484375)  --> STEP: 11 | > loss_disc: 2.3170864582061768 (2.3216453248804267) | > loss_disc_real_0: 0.07286383211612701 (0.13633600825613196) | > loss_disc_real_1: 0.2124641388654709 (0.22375689988786523) | > loss_disc_real_2: 0.2979317903518677 (0.26317798820408905) | > loss_disc_real_3: 0.3208172023296356 (0.32738568024201825) | > loss_disc_real_4: 0.27273526787757874 (0.25364270535382355) | > loss_disc_real_5: 0.20406058430671692 (0.23625499958341772) | > loss_0: 2.3170864582061768 (2.3216453248804267) | > loss_gen: 2.657824754714966 (2.9525196769020776) | > loss_kl: 2.8646554946899414 (2.614375179464167) | > loss_feat: 7.015015602111816 (7.742181994698265) | > loss_mel: 17.984455108642578 (18.533902515064586) | > loss_duration: 2.4335873126983643 (2.3482349785891445) | > loss_1: 32.95553970336914 (34.191215168346055)  --> STEP: 12 | > loss_disc: 2.5014166831970215 (2.3366262714068093) | > loss_disc_real_0: 0.11808180063962936 (0.13481482428809008) | > loss_disc_real_1: 0.2931385934352875 (0.22953870768348375) | > loss_disc_real_2: 0.2815573811531067 (0.26470960428317386) | > loss_disc_real_3: 0.34145453572273254 (0.3285580848654111) | > loss_disc_real_4: 0.2600216269493103 (0.25417428215344745) | > loss_disc_real_5: 0.2214091420173645 (0.23501784478624663) | > loss_0: 2.5014166831970215 (2.3366262714068093) | > loss_gen: 2.589094877243042 (2.922234276930491) | > loss_kl: 2.2004764080047607 (2.579883615175883) | > loss_feat: 4.598637580871582 (7.4802199602127075) | > loss_mel: 14.8221435546875 (18.224589268366497) | > loss_duration: 2.2811458110809326 (2.342644214630127) | > loss_1: 26.491497039794922 (33.54957199096679)  --> STEP: 13 | > loss_disc: 2.3530564308166504 (2.3378901298229513) | > loss_disc_real_0: 0.1423630714416504 (0.1353954586845178) | > loss_disc_real_1: 0.23274758458137512 (0.22978554436793694) | > loss_disc_real_2: 0.26196569204330444 (0.2644985341108762) | > loss_disc_real_3: 0.3603961765766144 (0.331007168843196) | > loss_disc_real_4: 0.24674102663993835 (0.25360249326779294) | > loss_disc_real_5: 0.23297686874866486 (0.23486084662950957) | > loss_0: 2.3530564308166504 (2.3378901298229513) | > loss_gen: 2.8845982551574707 (2.9193391983325663) | > loss_kl: 3.2897696495056152 (2.634490233201247) | > loss_feat: 5.580976486206055 (7.334124308366042) | > loss_mel: 17.41892433166504 (18.162615042466385) | > loss_duration: 2.21720027923584 (2.332994681138259) | > loss_1: 31.391468048095703 (33.38356399536132)  --> STEP: 14 | > loss_disc: 2.2735681533813477 (2.333295702934265) | > loss_disc_real_0: 0.16998444497585297 (0.1378661005624703) | > loss_disc_real_1: 0.24042141437530518 (0.23054524936846324) | > loss_disc_real_2: 0.20338024199008942 (0.2601329418165343) | > loss_disc_real_3: 0.32554149627685547 (0.33061676365988596) | > loss_disc_real_4: 0.2544515132904053 (0.2536631375551224) | > loss_disc_real_5: 0.2291402816772461 (0.23445223484720504) | > loss_0: 2.2735681533813477 (2.333295702934265) | > loss_gen: 3.088845729827881 (2.931446807725089) | > loss_kl: 2.9470808506011963 (2.6568181344441006) | > loss_feat: 7.91536283493042 (7.375641345977783) | > loss_mel: 19.205646514892578 (18.237117290496826) | > loss_duration: 2.3747761249542236 (2.335979069982256) | > loss_1: 35.53171157836914 (33.537003108433304)  --> STEP: 15 | > loss_disc: 2.404940605163574 (2.3380720297495525) | > loss_disc_real_0: 0.16903699934482574 (0.139944160481294) | > loss_disc_real_1: 0.25293973088264465 (0.232038214802742) | > loss_disc_real_2: 0.23362568020820618 (0.25836579104264573) | > loss_disc_real_3: 0.4048086404800415 (0.33556288878122964) | > loss_disc_real_4: 0.25574949383735657 (0.253802227973938) | > loss_disc_real_5: 0.2640109956264496 (0.23642281889915467) | > loss_0: 2.404940605163574 (2.3380720297495525) | > loss_gen: 3.109825611114502 (2.94333872795105) | > loss_kl: 3.5405266284942627 (2.7157320340474445) | > loss_feat: 7.2400102615356445 (7.366599273681641) | > loss_mel: 18.25737762451172 (18.238467979431153) | > loss_duration: 2.324256420135498 (2.3351975599924724) | > loss_1: 34.47199630737305 (33.59933598836262)  --> STEP: 16 | > loss_disc: 2.3045654296875 (2.335977867245674) | > loss_disc_real_0: 0.22555053234100342 (0.14529455872252584) | > loss_disc_real_1: 0.1804315149784088 (0.22881279606372118) | > loss_disc_real_2: 0.2126348912715912 (0.25550760980695486) | > loss_disc_real_3: 0.3026951551437378 (0.3335086554288864) | > loss_disc_real_4: 0.23808541893959045 (0.25281992740929127) | > loss_disc_real_5: 0.2109498530626297 (0.23483075853437185) | > loss_0: 2.3045654296875 (2.335977867245674) | > loss_gen: 3.0864672660827637 (2.952284261584282) | > loss_kl: 2.6211979389190674 (2.709823653101921) | > loss_feat: 10.383827209472656 (7.555176019668579) | > loss_mel: 18.95929527282715 (18.283519685268402) | > loss_duration: 2.398040294647217 (2.339125230908394) | > loss_1: 37.448829650878906 (33.83992934226988)  --> STEP: 17 | > loss_disc: 2.3086860179901123 (2.334372464348288) | > loss_disc_real_0: 0.13579139113426208 (0.14473554886439266) | > loss_disc_real_1: 0.24691568315029144 (0.2298776717746959) | > loss_disc_real_2: 0.2784617245197296 (0.25685785184888277) | > loss_disc_real_3: 0.3802138566970825 (0.3362560202093685) | > loss_disc_real_4: 0.3048957586288452 (0.2558832115986768) | > loss_disc_real_5: 0.30447614192962646 (0.23892754579291625) | > loss_0: 2.3086860179901123 (2.334372464348288) | > loss_gen: 3.191129446029663 (2.966333978316363) | > loss_kl: 2.4438748359680176 (2.6941796050352207) | > loss_feat: 6.81672477722168 (7.511737711289349) | > loss_mel: 17.320768356323242 (18.22688725415398) | > loss_duration: 2.3499231338500977 (2.3397604016696705) | > loss_1: 32.12242126464844 (33.738899455350975)  --> STEP: 18 | > loss_disc: 2.097804307937622 (2.32122978899214) | > loss_disc_real_0: 0.10391473025083542 (0.14246772560808393) | > loss_disc_real_1: 0.12397020310163498 (0.2239939235150814) | > loss_disc_real_2: 0.29887616634368896 (0.2591922026541498) | > loss_disc_real_3: 0.24377577006816864 (0.33111822853485745) | > loss_disc_real_4: 0.19913937151432037 (0.25273077603843475) | > loss_disc_real_5: 0.17605209350585938 (0.23543446511030197) | > loss_0: 2.097804307937622 (2.32122978899214) | > loss_gen: 2.65585994720459 (2.949085421032376) | > loss_kl: 3.208249807357788 (2.722739060719808) | > loss_feat: 9.83666706085205 (7.640900452931722) | > loss_mel: 17.41452980041504 (18.181756284501816) | > loss_duration: 2.283144950866699 (2.3366150988472834) | > loss_1: 35.39845275878906 (33.831096861097535)  --> STEP: 19 | > loss_disc: 2.159350872039795 (2.312709845994648) | > loss_disc_real_0: 0.10443080961704254 (0.14046578266118703) | > loss_disc_real_1: 0.1885213404893875 (0.2221269454610975) | > loss_disc_real_2: 0.2456340342760086 (0.25847861484477397) | > loss_disc_real_3: 0.28447476029396057 (0.3286633091537576) | > loss_disc_real_4: 0.24524998664855957 (0.2523370502810729) | > loss_disc_real_5: 0.20636647939682007 (0.23390457112538188) | > loss_0: 2.159350872039795 (2.312709845994648) | > loss_gen: 2.78096079826355 (2.940236756676122) | > loss_kl: 1.4947359561920166 (2.65810731837624) | > loss_feat: 7.2424492835998535 (7.619929338756361) | > loss_mel: 18.01096534729004 (18.17276728780646) | > loss_duration: 2.317387819290161 (2.3356031367653296) | > loss_1: 31.846498489379883 (33.72664431521766)  --> STEP: 20 | > loss_disc: 2.175978660583496 (2.3058732867240908) | > loss_disc_real_0: 0.1534290462732315 (0.14111394584178924) | > loss_disc_real_1: 0.27049776911735535 (0.2245454866439104) | > loss_disc_real_2: 0.2657962143421173 (0.2588444948196411) | > loss_disc_real_3: 0.24409504234790802 (0.32443489581346513) | > loss_disc_real_4: 0.2746797800064087 (0.2534541867673397) | > loss_disc_real_5: 0.22857078909873962 (0.23363788202404975) | > loss_0: 2.175978660583496 (2.3058732867240908) | > loss_gen: 3.238159656524658 (2.9551329016685486) | > loss_kl: 2.4476823806762695 (2.6475860714912414) | > loss_feat: 8.349981307983398 (7.656431937217713) | > loss_mel: 19.424047470092773 (18.235331296920776) | > loss_duration: 2.3556032180786133 (2.3366031408309937) | > loss_1: 35.81547164916992 (33.831085681915276)  --> STEP: 21 | > loss_disc: 2.0736992359161377 (2.2948173795427596) | > loss_disc_real_0: 0.10709723830223083 (0.1394941026256198) | > loss_disc_real_1: 0.17328856885433197 (0.22210468103488287) | > loss_disc_real_2: 0.2872367203235626 (0.26019650555792306) | > loss_disc_real_3: 0.3606624901294708 (0.3261600193523225) | > loss_disc_real_4: 0.17610296607017517 (0.24977079530556998) | > loss_disc_real_5: 0.16273841261863708 (0.2302617168142682) | > loss_0: 2.0736992359161377 (2.2948173795427596) | > loss_gen: 3.106820583343506 (2.9623561246054515) | > loss_kl: 2.7053325176239014 (2.6503359022594632) | > loss_feat: 8.213481903076172 (7.682958126068115) | > loss_mel: 17.547273635864258 (18.202566646394274) | > loss_duration: 2.1167070865631104 (2.326131900151571) | > loss_1: 33.68961715698242 (33.82434908548991)  --> STEP: 22 | > loss_disc: 2.542489528656006 (2.3060752045024526) | > loss_disc_real_0: 0.18059396743774414 (0.14136227829889816) | > loss_disc_real_1: 0.18629005551338196 (0.22047674351117827) | > loss_disc_real_2: 0.3287349045276642 (0.2633118873292749) | > loss_disc_real_3: 0.29622402787208557 (0.32479929246685724) | > loss_disc_real_4: 0.30868270993232727 (0.2524486096067862) | > loss_disc_real_5: 0.3355010151863098 (0.23504532128572464) | > loss_0: 2.542489528656006 (2.3060752045024526) | > loss_gen: 2.7238364219665527 (2.951514319940047) | > loss_kl: 2.2333590984344482 (2.6313824111765083) | > loss_feat: 8.459027290344238 (7.718233997171575) | > loss_mel: 18.35080337524414 (18.209304679523814) | > loss_duration: 2.185356616973877 (2.3197330236434937) | > loss_1: 33.95238494873047 (33.83016889745539)  --> STEP: 23 | > loss_disc: 2.297527551651001 (2.3057035674219546) | > loss_disc_real_0: 0.116421177983284 (0.1402778826330019) | > loss_disc_real_1: 0.1753610074520111 (0.21851518976947534) | > loss_disc_real_2: 0.2659895718097687 (0.26342830839364423) | > loss_disc_real_3: 0.2944898009300232 (0.3234814884869949) | > loss_disc_real_4: 0.22584083676338196 (0.25129174991794256) | > loss_disc_real_5: 0.2239246666431427 (0.23456181456213412) | > loss_0: 2.297527551651001 (2.3057035674219546) | > loss_gen: 2.668797016143799 (2.9392222632532534) | > loss_kl: 2.225207567214966 (2.6137226353520933) | > loss_feat: 6.777008056640625 (7.677311130191969) | > loss_mel: 17.280710220336914 (18.168931007385254) | > loss_duration: 2.313218832015991 (2.3194497979205586) | > loss_1: 31.26494026184082 (33.71863721764606)  --> STEP: 24 | > loss_disc: 2.491471767425537 (2.3134439090887704) | > loss_disc_real_0: 0.14743389189243317 (0.14057604968547818) | > loss_disc_real_1: 0.2536819279193878 (0.2199804705257217) | > loss_disc_real_2: 0.2264162003993988 (0.2618861372272173) | > loss_disc_real_3: 0.36218956112861633 (0.3250943248470624) | > loss_disc_real_4: 0.34478190541267395 (0.25518717306355637) | > loss_disc_real_5: 0.3565962016582489 (0.2396465806911389) | > loss_0: 2.491471767425537 (2.3134439090887704) | > loss_gen: 2.8528361320495605 (2.9356228411197662) | > loss_kl: 2.043795347213745 (2.5899756650129953) | > loss_feat: 6.496986389160156 (7.628130932648976) | > loss_mel: 19.34574317932129 (18.217964847882588) | > loss_duration: 2.4373018741607666 (2.3243603010972342) | > loss_1: 33.17666244506836 (33.69605493545532)  --> STEP: 25 | > loss_disc: 2.3406119346618652 (2.3145306301116944) | > loss_disc_real_0: 0.15840376913547516 (0.14128915846347806) | > loss_disc_real_1: 0.2029736191034317 (0.21930019646883012) | > loss_disc_real_2: 0.23190473020076752 (0.2606868809461593) | > loss_disc_real_3: 0.36187833547592163 (0.3265656852722168) | > loss_disc_real_4: 0.2224739044904709 (0.25387864232063295) | > loss_disc_real_5: 0.244344562292099 (0.2398344999551773) | > loss_0: 2.3406119346618652 (2.3145306301116944) | > loss_gen: 2.9887945652008057 (2.9377497100830077) | > loss_kl: 2.812405824661255 (2.598872871398926) | > loss_feat: 8.52662467956543 (7.664070682525635) | > loss_mel: 17.870906829833984 (18.204082527160644) | > loss_duration: 2.3509042263031006 (2.3254220581054685) | > loss_1: 34.54963684082031 (33.73019821166992)  --> STEP: 26 | > loss_disc: 2.183035373687744 (2.3094731202492347) | > loss_disc_real_0: 0.08338706195354462 (0.13906215475155753) | > loss_disc_real_1: 0.15755343437194824 (0.21692532100356543) | > loss_disc_real_2: 0.17495585978031158 (0.2573895339782421) | > loss_disc_real_3: 0.213308647274971 (0.3222096453492458) | > loss_disc_real_4: 0.17489179968833923 (0.2508406868347755) | > loss_disc_real_5: 0.16554611921310425 (0.23697725454202065) | > loss_0: 2.183035373687744 (2.3094731202492347) | > loss_gen: 2.2669596672058105 (2.9119500930492697) | > loss_kl: 2.2457351684570312 (2.585290652055007) | > loss_feat: 11.341758728027344 (7.805520222737239) | > loss_mel: 16.234224319458008 (18.12831874994131) | > loss_duration: 2.3485474586486816 (2.3263114965878997) | > loss_1: 34.437225341796875 (33.75739156282865) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023412521068866435 (+5.520307100736078e-06) | > avg_loss_disc: 2.3094731202492347 (-0.134710275209867) | > avg_loss_disc_real_0: 0.13906215475155753 (-0.025327335183437105) | > avg_loss_disc_real_1: 0.21692532100356543 (-0.0007792043571288598) | > avg_loss_disc_real_2: 0.2573895339782421 (+0.01954673689145303) | > avg_loss_disc_real_3: 0.3222096453492458 (+0.05165926538980925) | > avg_loss_disc_real_4: 0.2508406868347755 (-0.00883777153033477) | > avg_loss_disc_real_5: 0.23697725454202065 (-0.04113892695078483) | > avg_loss_0: 2.3094731202492347 (-0.134710275209867) | > avg_loss_gen: 2.9119500930492697 (+0.3000551003676195) | > avg_loss_kl: 2.585290652055007 (-0.020804061339450897) | > avg_loss_feat: 7.805520222737239 (+0.6807124798114481) | > avg_loss_mel: 18.12831874994131 (+0.05630474824171117) | > avg_loss_duration: 2.3263114965878997 (+0.011394198124225152) | > avg_loss_1: 33.75739156282865 (+1.027662790738617)  > EPOCH: 405/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:51:51)   --> TIME: 2024-06-11 08:52:01 -- STEP: 24/330 -- GLOBAL_STEP: 221675 | > loss_disc: 2.355299711227417 (2.307427326838176) | > loss_disc_real_0: 0.10162591934204102 (0.0993720159555475) | > loss_disc_real_1: 0.19403809309005737 (0.19351529640456042) | > loss_disc_real_2: 0.2383454293012619 (0.21376003449161848) | > loss_disc_real_3: 0.22965915501117706 (0.22722015902400017) | > loss_disc_real_4: 0.2652183771133423 (0.22070716383556524) | > loss_disc_real_5: 0.21805384755134583 (0.21695555187761784) | > loss_0: 2.355299711227417 (2.307427326838176) | > grad_norm_0: tensor(15.3441, device='cuda:0') (tensor(19.5054, device='cuda:0')) | > loss_gen: 2.746713638305664 (2.579891035954158) | > loss_kl: 1.9633375406265259 (1.8515401929616928) | > loss_feat: 7.748279094696045 (7.3498814702034) | > loss_mel: 18.14955711364746 (18.221215089162193) | > loss_duration: 2.0138742923736572 (2.0918013304471974) | > loss_1: 32.621761322021484 (32.09432864189149) | > grad_norm_1: tensor(126.0892, device='cuda:0') (tensor(275.6030, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3762 (0.3553830683231354) | > loader_time: 0.0031 (0.003183255592981974)  --> TIME: 2024-06-11 08:52:10 -- STEP: 49/330 -- GLOBAL_STEP: 221700 | > loss_disc: 2.3465914726257324 (2.3428567672262393) | > loss_disc_real_0: 0.06661725044250488 (0.1035740681144656) | > loss_disc_real_1: 0.20250354707241058 (0.1986098538856117) | > loss_disc_real_2: 0.19610939919948578 (0.21564904828460849) | > loss_disc_real_3: 0.22673287987709045 (0.23122059569066886) | > loss_disc_real_4: 0.22933509945869446 (0.22791897247032245) | > loss_disc_real_5: 0.20798273384571075 (0.22003634517290155) | > loss_0: 2.3465914726257324 (2.3428567672262393) | > grad_norm_0: tensor(33.4912, device='cuda:0') (tensor(20.1758, device='cuda:0')) | > loss_gen: 2.407334089279175 (2.547785136164452) | > loss_kl: 1.838317632675171 (1.8691060275447613) | > loss_feat: 7.227964401245117 (7.302868366241455) | > loss_mel: 18.018020629882812 (18.22408598296497) | > loss_duration: 1.9677950143814087 (2.0479314959779082) | > loss_1: 31.459430694580078 (31.991776836161712) | > grad_norm_1: tensor(287.1267, device='cuda:0') (tensor(267.2287, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3566 (0.35677379004809323) | > loader_time: 0.0039 (0.0033187476956114477)  --> TIME: 2024-06-11 08:52:20 -- STEP: 74/330 -- GLOBAL_STEP: 221725 | > loss_disc: 2.302804708480835 (2.340793316428726) | > loss_disc_real_0: 0.07391417026519775 (0.10648028260549984) | > loss_disc_real_1: 0.16241826117038727 (0.19876702693668571) | > loss_disc_real_2: 0.2512495219707489 (0.2155067252146231) | > loss_disc_real_3: 0.2344609647989273 (0.2295120078566912) | > loss_disc_real_4: 0.23892350494861603 (0.2277856567824209) | > loss_disc_real_5: 0.23340564966201782 (0.21843409860456311) | > loss_0: 2.302804708480835 (2.340793316428726) | > grad_norm_0: tensor(35.1390, device='cuda:0') (tensor(19.5136, device='cuda:0')) | > loss_gen: 2.5600945949554443 (2.535203814506531) | > loss_kl: 1.8804206848144531 (1.8708816605645258) | > loss_feat: 7.401998043060303 (7.281120409836641) | > loss_mel: 18.6688289642334 (18.251771230955395) | > loss_duration: 1.9574005603790283 (2.0307435844395614) | > loss_1: 32.46874237060547 (31.969720634254248) | > grad_norm_1: tensor(424.2861, device='cuda:0') (tensor(261.1776, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3869 (0.36187524086720235) | > loader_time: 0.0039 (0.0035366399868114575)  --> TIME: 2024-06-11 08:52:29 -- STEP: 99/330 -- GLOBAL_STEP: 221750 | > loss_disc: 2.221324920654297 (2.338817227970471) | > loss_disc_real_0: 0.10748486965894699 (0.10838761820335581) | > loss_disc_real_1: 0.24315011501312256 (0.20001166223576575) | > loss_disc_real_2: 0.21627336740493774 (0.21534060001975358) | > loss_disc_real_3: 0.23089717328548431 (0.22884419485174043) | > loss_disc_real_4: 0.22645609080791473 (0.226959680216481) | > loss_disc_real_5: 0.2169506698846817 (0.21761148430482305) | > loss_0: 2.221324920654297 (2.338817227970471) | > grad_norm_0: tensor(15.0282, device='cuda:0') (tensor(20.3020, device='cuda:0')) | > loss_gen: 2.8130972385406494 (2.53309457952326) | > loss_kl: 1.8774646520614624 (1.876229652250656) | > loss_feat: 7.1430253982543945 (7.2543706845755525) | > loss_mel: 18.521953582763672 (18.214616910375728) | > loss_duration: 2.025167942047119 (2.028011689282427) | > loss_1: 32.380706787109375 (31.90632332695855) | > grad_norm_1: tensor(216.2439, device='cuda:0') (tensor(261.3787, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3791 (0.3654472659332584) | > loader_time: 0.0047 (0.003698086497759578)  --> TIME: 2024-06-11 08:52:39 -- STEP: 124/330 -- GLOBAL_STEP: 221775 | > loss_disc: 2.377359628677368 (2.3412284831846923) | > loss_disc_real_0: 0.09485288709402084 (0.11065810786620263) | > loss_disc_real_1: 0.21553978323936462 (0.19956004409299744) | > loss_disc_real_2: 0.19135786592960358 (0.2157820715538917) | > loss_disc_real_3: 0.17668025195598602 (0.2276780026093606) | > loss_disc_real_4: 0.1874009668827057 (0.22523198493065372) | > loss_disc_real_5: 0.18058905005455017 (0.21717951867368915) | > loss_0: 2.377359628677368 (2.3412284831846923) | > grad_norm_0: tensor(26.4877, device='cuda:0') (tensor(21.8786, device='cuda:0')) | > loss_gen: 2.358428478240967 (2.5290483159403645) | > loss_kl: 1.847153902053833 (1.878823620657767) | > loss_feat: 7.649633407592773 (7.269686914259387) | > loss_mel: 18.676414489746094 (18.242544527976737) | > loss_duration: 2.0423150062561035 (2.030051972596876) | > loss_1: 32.57394790649414 (31.950155288942398) | > grad_norm_1: tensor(290.2485, device='cuda:0') (tensor(272.9577, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3965 (0.36820811417794996) | > loader_time: 0.0045 (0.003834495621342813)  --> TIME: 2024-06-11 08:52:49 -- STEP: 149/330 -- GLOBAL_STEP: 221800 | > loss_disc: 2.3088552951812744 (2.3435732630275243) | > loss_disc_real_0: 0.08655673265457153 (0.11086422670007552) | > loss_disc_real_1: 0.20911945402622223 (0.20046892447159595) | > loss_disc_real_2: 0.1864040642976761 (0.21619445325544218) | > loss_disc_real_3: 0.2005564421415329 (0.228043773830337) | > loss_disc_real_4: 0.21117958426475525 (0.22588493379970526) | > loss_disc_real_5: 0.20927990972995758 (0.21793651190780158) | > loss_0: 2.3088552951812744 (2.3435732630275243) | > grad_norm_0: tensor(22.2036, device='cuda:0') (tensor(23.9351, device='cuda:0')) | > loss_gen: 2.564795970916748 (2.531113381353801) | > loss_kl: 1.7639269828796387 (1.8775166433129535) | > loss_feat: 7.018280029296875 (7.256180411217197) | > loss_mel: 18.172395706176758 (18.223344726050453) | > loss_duration: 2.071577787399292 (2.032783035463935) | > loss_1: 31.59097671508789 (31.92093827420433) | > grad_norm_1: tensor(272.0620, device='cuda:0') (tensor(287.3201, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3905 (0.3693798116389537) | > loader_time: 0.0041 (0.003910171905619986)  --> TIME: 2024-06-11 08:52:58 -- STEP: 174/330 -- GLOBAL_STEP: 221825 | > loss_disc: 2.4520349502563477 (2.3461192311911745) | > loss_disc_real_0: 0.12148015201091766 (0.11216942494970629) | > loss_disc_real_1: 0.18997707962989807 (0.2003069334588516) | > loss_disc_real_2: 0.21666115522384644 (0.21586331622353916) | > loss_disc_real_3: 0.25912970304489136 (0.22833165466442876) | > loss_disc_real_4: 0.24705477058887482 (0.22613825931631285) | > loss_disc_real_5: 0.2326880693435669 (0.2180544641511194) | > loss_0: 2.4520349502563477 (2.3461192311911745) | > grad_norm_0: tensor(29.1013, device='cuda:0') (tensor(25.5931, device='cuda:0')) | > loss_gen: 2.3304786682128906 (2.5263110029286344) | > loss_kl: 1.7624812126159668 (1.8803440859948082) | > loss_feat: 7.105467796325684 (7.2448952198028564) | > loss_mel: 17.61549186706543 (18.196947338937335) | > loss_duration: 2.1108908653259277 (2.0373487191638726) | > loss_1: 30.9248104095459 (31.885846423006605) | > grad_norm_1: tensor(368.3020, device='cuda:0') (tensor(293.8315, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3794 (0.37097924468161053) | > loader_time: 0.0045 (0.003997584869121681)  --> TIME: 2024-06-11 08:53:09 -- STEP: 199/330 -- GLOBAL_STEP: 221850 | > loss_disc: 2.3482513427734375 (2.3448002697834425) | > loss_disc_real_0: 0.1356067657470703 (0.11316138809200507) | > loss_disc_real_1: 0.20907922089099884 (0.200417226844996) | > loss_disc_real_2: 0.250880628824234 (0.21472575219731835) | > loss_disc_real_3: 0.25466129183769226 (0.2280663477266254) | > loss_disc_real_4: 0.29290831089019775 (0.22680087986603453) | > loss_disc_real_5: 0.27648451924324036 (0.21856536772382923) | > loss_0: 2.3482513427734375 (2.3448002697834425) | > grad_norm_0: tensor(49.0927, device='cuda:0') (tensor(25.7404, device='cuda:0')) | > loss_gen: 2.6159331798553467 (2.522854791813757) | > loss_kl: 1.8968100547790527 (1.8842871081289934) | > loss_feat: 7.243139266967773 (7.240572668200162) | > loss_mel: 18.460538864135742 (18.13878980473656) | > loss_duration: 2.147543430328369 (2.0447334111036364) | > loss_1: 32.36396408081055 (31.831237802553417) | > grad_norm_1: tensor(327.3877, device='cuda:0') (tensor(294.2123, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.3957 (0.3742369754829599) | > loader_time: 0.0049 (0.004107354274347199)  --> TIME: 2024-06-11 08:53:19 -- STEP: 224/330 -- GLOBAL_STEP: 221875 | > loss_disc: 2.248791217803955 (2.3456365231956755) | > loss_disc_real_0: 0.10147426277399063 (0.11386946848194514) | > loss_disc_real_1: 0.1901811808347702 (0.20084354584105307) | > loss_disc_real_2: 0.18947060406208038 (0.21453363321987645) | > loss_disc_real_3: 0.19642168283462524 (0.2279620569731508) | > loss_disc_real_4: 0.24356631934642792 (0.22677856823429465) | > loss_disc_real_5: 0.20071753859519958 (0.21818981851850242) | > loss_0: 2.248791217803955 (2.3456365231956755) | > grad_norm_0: tensor(41.2030, device='cuda:0') (tensor(26.2669, device='cuda:0')) | > loss_gen: 2.56587553024292 (2.5167024795498145) | > loss_kl: 1.9916678667068481 (1.892689076917512) | > loss_feat: 8.110677719116211 (7.2249248666422705) | > loss_mel: 18.139450073242188 (18.089708805084225) | > loss_duration: 2.169349193572998 (2.0513799014900407) | > loss_1: 32.977020263671875 (31.775405160018376) | > grad_norm_1: tensor(415.8205, device='cuda:0') (tensor(299.8293, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.4138 (0.3780082687735558) | > loader_time: 0.0054 (0.0042445074234689975)  --> TIME: 2024-06-11 08:53:30 -- STEP: 249/330 -- GLOBAL_STEP: 221900 | > loss_disc: 2.249089479446411 (2.3452968875088365) | > loss_disc_real_0: 0.10989146679639816 (0.11484431310829868) | > loss_disc_real_1: 0.18780604004859924 (0.20106663824204934) | > loss_disc_real_2: 0.19157473742961884 (0.2142372096039684) | > loss_disc_real_3: 0.21655552089214325 (0.22777276878136707) | > loss_disc_real_4: 0.23492465913295746 (0.2267971111828065) | > loss_disc_real_5: 0.2380412220954895 (0.21859927966173398) | > loss_0: 2.249089479446411 (2.3452968875088365) | > grad_norm_0: tensor(8.0415, device='cuda:0') (tensor(28.2899, device='cuda:0')) | > loss_gen: 2.7927684783935547 (2.519858835212675) | > loss_kl: 2.1284432411193848 (1.894785612941267) | > loss_feat: 7.082752227783203 (7.230597049835695) | > loss_mel: 17.05974578857422 (18.071625269081693) | > loss_duration: 2.130645513534546 (2.059314577933775) | > loss_1: 31.194355010986328 (31.77618140867915) | > grad_norm_1: tensor(437.7461, device='cuda:0') (tensor(308.3028, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.4127 (0.38270824022561195) | > loader_time: 0.0058 (0.004378081325546327)  --> TIME: 2024-06-11 08:53:41 -- STEP: 274/330 -- GLOBAL_STEP: 221925 | > loss_disc: 2.2926158905029297 (2.3472335181967185) | > loss_disc_real_0: 0.1129276230931282 (0.1160176554898711) | > loss_disc_real_1: 0.20460237562656403 (0.20085267431653323) | > loss_disc_real_2: 0.22091376781463623 (0.21457581510291482) | > loss_disc_real_3: 0.23998527228832245 (0.22805750875794975) | > loss_disc_real_4: 0.2252134531736374 (0.22696938528849261) | > loss_disc_real_5: 0.23736067116260529 (0.21920559974047393) | > loss_0: 2.2926158905029297 (2.3472335181967185) | > grad_norm_0: tensor(67.4796, device='cuda:0') (tensor(30.4606, device='cuda:0')) | > loss_gen: 2.62323260307312 (2.5235439077781043) | > loss_kl: 2.0537784099578857 (1.8961169654435486) | > loss_feat: 7.735496520996094 (7.249445563685285) | > loss_mel: 17.50580406188965 (18.036910787986137) | > loss_duration: 2.141033887863159 (2.0672473589869322) | > loss_1: 32.05934524536133 (31.77326466915381) | > grad_norm_1: tensor(518.3471, device='cuda:0') (tensor(317.5401, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.4551 (0.38815696657139026) | > loader_time: 0.0064 (0.0045375910988689335)  --> TIME: 2024-06-11 08:53:53 -- STEP: 299/330 -- GLOBAL_STEP: 221950 | > loss_disc: 2.5169012546539307 (2.3494377917669294) | > loss_disc_real_0: 0.28586986660957336 (0.11766168339346166) | > loss_disc_real_1: 0.19993102550506592 (0.20110843056520084) | > loss_disc_real_2: 0.21991652250289917 (0.21451042871610776) | > loss_disc_real_3: 0.2582980990409851 (0.2280270068541817) | > loss_disc_real_4: 0.2700950503349304 (0.2268941684012429) | > loss_disc_real_5: 0.25447019934654236 (0.2187852920796162) | > loss_0: 2.5169012546539307 (2.3494377917669294) | > grad_norm_0: tensor(54.4097, device='cuda:0') (tensor(31.9705, device='cuda:0')) | > loss_gen: 2.6128878593444824 (2.526782267867122) | > loss_kl: 1.7730048894882202 (1.8970144285406156) | > loss_feat: 6.468916416168213 (7.266599010863033) | > loss_mel: 17.276161193847656 (17.99199350542048) | > loss_duration: 2.2298359870910645 (2.077137328709249) | > loss_1: 30.36080551147461 (31.75952662592349) | > grad_norm_1: tensor(437.8384, device='cuda:0') (tensor(326.9247, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.4967 (0.39496426518545513) | > loader_time: 0.0074 (0.004726535101798065)  --> TIME: 2024-06-11 08:54:07 -- STEP: 324/330 -- GLOBAL_STEP: 221975 | > loss_disc: 2.4038636684417725 (2.352026908485978) | > loss_disc_real_0: 0.13098043203353882 (0.11882723225165664) | > loss_disc_real_1: 0.21514777839183807 (0.20130356785231893) | > loss_disc_real_2: 0.21826867759227753 (0.2147481111280712) | > loss_disc_real_3: 0.2806069850921631 (0.22782541797668845) | > loss_disc_real_4: 0.27224886417388916 (0.2271296960980068) | > loss_disc_real_5: 0.2741555869579315 (0.2187436292936773) | > loss_0: 2.4038636684417725 (2.352026908485978) | > grad_norm_0: tensor(19.7856, device='cuda:0') (tensor(31.4037, device='cuda:0')) | > loss_gen: 2.441476583480835 (2.520071055418179) | > loss_kl: 2.04683256149292 (1.9018067724910783) | > loss_feat: 10.101304054260254 (7.31710625577856) | > loss_mel: 18.915260314941406 (17.971460807470617) | > loss_duration: 2.286496162414551 (2.091402570774528) | > loss_1: 35.79136657714844 (31.801847563849556) | > grad_norm_1: tensor(275.0913, device='cuda:0') (tensor(322.4221, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.5842 (0.40649641590353885) | > loader_time: 0.0088 (0.005001389685972236)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.309408664703369 (2.309408664703369) | > loss_disc_real_0: 0.10978980362415314 (0.10978980362415314) | > loss_disc_real_1: 0.3086482584476471 (0.3086482584476471) | > loss_disc_real_2: 0.15538454055786133 (0.15538454055786133) | > loss_disc_real_3: 0.17533373832702637 (0.17533373832702637) | > loss_disc_real_4: 0.23970818519592285 (0.23970818519592285) | > loss_disc_real_5: 0.2805172801017761 (0.2805172801017761) | > loss_0: 2.309408664703369 (2.309408664703369) | > loss_gen: 2.6237220764160156 (2.6237220764160156) | > loss_kl: 1.4476925134658813 (1.4476925134658813) | > loss_feat: 8.866787910461426 (8.866787910461426) | > loss_mel: 19.02018165588379 (19.02018165588379) | > loss_duration: 2.8101162910461426 (2.8101162910461426) | > loss_1: 34.76850128173828 (34.76850128173828)  --> STEP: 1 | > loss_disc: 2.355961322784424 (2.355961322784424) | > loss_disc_real_0: 0.11832651495933533 (0.11832651495933533) | > loss_disc_real_1: 0.2975729703903198 (0.2975729703903198) | > loss_disc_real_2: 0.13142384588718414 (0.13142384588718414) | > loss_disc_real_3: 0.18179596960544586 (0.18179596960544586) | > loss_disc_real_4: 0.22323697805404663 (0.22323697805404663) | > loss_disc_real_5: 0.21061956882476807 (0.21061956882476807) | > loss_0: 2.355961322784424 (2.355961322784424) | > loss_gen: 2.2146594524383545 (2.2146594524383545) | > loss_kl: 2.472109794616699 (2.472109794616699) | > loss_feat: 5.74215030670166 (5.74215030670166) | > loss_mel: 18.102783203125 (18.102783203125) | > loss_duration: 2.429243326187134 (2.429243326187134) | > loss_1: 30.96094512939453 (30.96094512939453)  --> STEP: 2 | > loss_disc: 2.289907932281494 (2.322934627532959) | > loss_disc_real_0: 0.05368597432971001 (0.08600624464452267) | > loss_disc_real_1: 0.20092220604419708 (0.24924758821725845) | > loss_disc_real_2: 0.22053703665733337 (0.17598044127225876) | > loss_disc_real_3: 0.24816034734249115 (0.2149781584739685) | > loss_disc_real_4: 0.2166108787059784 (0.2199239283800125) | > loss_disc_real_5: 0.2506570518016815 (0.2306383103132248) | > loss_0: 2.289907932281494 (2.322934627532959) | > loss_gen: 2.462296485900879 (2.3384779691696167) | > loss_kl: 3.0851426124572754 (2.7786262035369873) | > loss_feat: 6.329862594604492 (6.036006450653076) | > loss_mel: 20.02462387084961 (19.063703536987305) | > loss_duration: 2.4260916709899902 (2.427667498588562) | > loss_1: 34.3280143737793 (32.644479751586914)  --> STEP: 3 | > loss_disc: 2.0743277072906494 (2.240065654118856) | > loss_disc_real_0: 0.11893032491207123 (0.09698093806703885) | > loss_disc_real_1: 0.2212226837873459 (0.2399059534072876) | > loss_disc_real_2: 0.1477375328540802 (0.16656613846619925) | > loss_disc_real_3: 0.19626237452030182 (0.20873956382274628) | > loss_disc_real_4: 0.2170666754245758 (0.21897151072820029) | > loss_disc_real_5: 0.26292556524276733 (0.2414007286230723) | > loss_0: 2.0743277072906494 (2.240065654118856) | > loss_gen: 2.6943588256835938 (2.4571049213409424) | > loss_kl: 2.8058393001556396 (2.7876972357432046) | > loss_feat: 6.65566349029541 (6.2425587972005205) | > loss_mel: 17.914764404296875 (18.680723826090496) | > loss_duration: 2.330883026123047 (2.3954060077667236) | > loss_1: 32.40150833129883 (32.563489278157554)  --> STEP: 4 | > loss_disc: 2.118957042694092 (2.209788501262665) | > loss_disc_real_0: 0.11083884537220001 (0.10044541489332914) | > loss_disc_real_1: 0.2524271607398987 (0.24303625524044037) | > loss_disc_real_2: 0.2227582484483719 (0.1806141659617424) | > loss_disc_real_3: 0.13316220045089722 (0.189845222979784) | > loss_disc_real_4: 0.1217987984418869 (0.19467833265662193) | > loss_disc_real_5: 0.1409957855939865 (0.21629949286580086) | > loss_0: 2.118957042694092 (2.209788501262665) | > loss_gen: 2.517677068710327 (2.4722479581832886) | > loss_kl: 3.136821746826172 (2.8749783635139465) | > loss_feat: 9.398404121398926 (7.031520128250122) | > loss_mel: 19.325984954833984 (18.842039108276367) | > loss_duration: 2.2744739055633545 (2.3651729822158813) | > loss_1: 36.65336227416992 (33.585957527160645)  --> STEP: 5 | > loss_disc: 2.1072840690612793 (2.189287614822388) | > loss_disc_real_0: 0.09053271263837814 (0.09846287444233895) | > loss_disc_real_1: 0.27893155813217163 (0.25021531581878664) | > loss_disc_real_2: 0.14790575206279755 (0.17407248318195342) | > loss_disc_real_3: 0.1353067308664322 (0.17893752455711365) | > loss_disc_real_4: 0.1602068990468979 (0.18778404593467712) | > loss_disc_real_5: 0.1851125955581665 (0.210062113404274) | > loss_0: 2.1072840690612793 (2.189287614822388) | > loss_gen: 2.431952953338623 (2.4641889572143554) | > loss_kl: 1.6607838869094849 (2.632139468193054) | > loss_feat: 7.360475540161133 (7.097311210632324) | > loss_mel: 18.746259689331055 (18.822883224487306) | > loss_duration: 2.270787239074707 (2.3462958335876465) | > loss_1: 32.47026062011719 (33.36281814575195)  --> STEP: 6 | > loss_disc: 2.5333831310272217 (2.2466368675231934) | > loss_disc_real_0: 0.16375133395195007 (0.10934428436060746) | > loss_disc_real_1: 0.34513774514198303 (0.266035720705986) | > loss_disc_real_2: 0.26467135548591614 (0.1891722952326139) | > loss_disc_real_3: 0.22461894154548645 (0.18655109405517578) | > loss_disc_real_4: 0.2119940221309662 (0.19181904196739197) | > loss_disc_real_5: 0.26811683177948 (0.21973789980014166) | > loss_0: 2.5333831310272217 (2.2466368675231934) | > loss_gen: 2.7627573013305664 (2.5139503479003906) | > loss_kl: 2.2258810997009277 (2.564429740111033) | > loss_feat: 7.359553337097168 (7.141018231709798) | > loss_mel: 18.589820861816406 (18.78403949737549) | > loss_duration: 2.1415247917175293 (2.3121673266092935) | > loss_1: 33.07953643798828 (33.31560452779134)  --> STEP: 7 | > loss_disc: 2.3760502338409424 (2.265124491282872) | > loss_disc_real_0: 0.10143549740314484 (0.10821445765239852) | > loss_disc_real_1: 0.27169477939605713 (0.2668441576617105) | > loss_disc_real_2: 0.20499064028263092 (0.19143205881118774) | > loss_disc_real_3: 0.23670218884944916 (0.1937155361686434) | > loss_disc_real_4: 0.22151418030261993 (0.19606120458671025) | > loss_disc_real_5: 0.24362713098526 (0.22315064711230143) | > loss_0: 2.3760502338409424 (2.265124491282872) | > loss_gen: 2.3695149421691895 (2.493316718510219) | > loss_kl: 3.6781229972839355 (2.7235287768500194) | > loss_feat: 6.169448375701904 (7.002222537994385) | > loss_mel: 17.907575607299805 (18.658830370221818) | > loss_duration: 2.528226852416992 (2.3430329731532504) | > loss_1: 32.65288543701172 (33.22093037196568)  --> STEP: 8 | > loss_disc: 2.335761070251465 (2.273954063653946) | > loss_disc_real_0: 0.1506672203540802 (0.11352105299010873) | > loss_disc_real_1: 0.2733007073402405 (0.2676512263715267) | > loss_disc_real_2: 0.2196229249238968 (0.19495591707527637) | > loss_disc_real_3: 0.23303142189979553 (0.19863002188503742) | > loss_disc_real_4: 0.25469163060188293 (0.20339000783860683) | > loss_disc_real_5: 0.2717216908931732 (0.2292220275849104) | > loss_0: 2.335761070251465 (2.273954063653946) | > loss_gen: 2.691720962524414 (2.5181172490119934) | > loss_kl: 2.7302544116973877 (2.7243694812059402) | > loss_feat: 7.304908752441406 (7.0400583148002625) | > loss_mel: 18.6019287109375 (18.65171766281128) | > loss_duration: 2.176908493041992 (2.3222674131393433) | > loss_1: 33.50572204589844 (33.256529331207275)  --> STEP: 9 | > loss_disc: 2.456956148147583 (2.2942876285976834) | > loss_disc_real_0: 0.08245168626308441 (0.11006890113155048) | > loss_disc_real_1: 0.27667319774627686 (0.26865366763538784) | > loss_disc_real_2: 0.18356847763061523 (0.19369064602586958) | > loss_disc_real_3: 0.24938689172267914 (0.20426967408921984) | > loss_disc_real_4: 0.2580180764198303 (0.20945979323652056) | > loss_disc_real_5: 0.25482696294784546 (0.2320670204030143) | > loss_0: 2.456956148147583 (2.2942876285976834) | > loss_gen: 2.3002095222473145 (2.4939052793714733) | > loss_kl: 2.2456133365631104 (2.6711743540234036) | > loss_feat: 6.5336079597473145 (6.983786053127712) | > loss_mel: 19.029804229736328 (18.693727281358505) | > loss_duration: 2.1984825134277344 (2.308513535393609) | > loss_1: 32.307716369628906 (33.15110566880968)  --> STEP: 10 | > loss_disc: 2.684088706970215 (2.3332677364349363) | > loss_disc_real_0: 0.20891252160072327 (0.11995326317846774) | > loss_disc_real_1: 0.36179298162460327 (0.2779675990343094) | > loss_disc_real_2: 0.2589558959007263 (0.20021717101335526) | > loss_disc_real_3: 0.26301783323287964 (0.21014449000358582) | > loss_disc_real_4: 0.27475255727767944 (0.21598906964063644) | > loss_disc_real_5: 0.3521731495857239 (0.24407763332128524) | > loss_0: 2.684088706970215 (2.3332677364349363) | > loss_gen: 2.973112106323242 (2.5418259620666506) | > loss_kl: 2.798799753189087 (2.683936893939972) | > loss_feat: 6.9299821853637695 (6.9784056663513185) | > loss_mel: 17.718984603881836 (18.59625301361084) | > loss_duration: 2.3762714862823486 (2.315289330482483) | > loss_1: 32.797149658203125 (33.11571006774902)  --> STEP: 11 | > loss_disc: 2.1672399044036865 (2.318174297159368) | > loss_disc_real_0: 0.03650081902742386 (0.11236667734655467) | > loss_disc_real_1: 0.19239971041679382 (0.2701887000690807) | > loss_disc_real_2: 0.16298145055770874 (0.1968321055173874) | > loss_disc_real_3: 0.1592327058315277 (0.20551614598794418) | > loss_disc_real_4: 0.23936186730861664 (0.21811386942863464) | > loss_disc_real_5: 0.24207152426242828 (0.24389525977048007) | > loss_0: 2.1672399044036865 (2.318174297159368) | > loss_gen: 2.3010077476501465 (2.5199333971196953) | > loss_kl: 2.776618719100952 (2.692362514409152) | > loss_feat: 7.457075595855713 (7.021921114488081) | > loss_mel: 18.101306915283203 (18.55125791376287) | > loss_duration: 2.4750266075134277 (2.3298109011216597) | > loss_1: 33.11103439331055 (33.11528500643644)  --> STEP: 12 | > loss_disc: 2.464087724685669 (2.3303337494532266) | > loss_disc_real_0: 0.12064900994300842 (0.11305687172959249) | > loss_disc_real_1: 0.4039607346057892 (0.2813363696138064) | > loss_disc_real_2: 0.2334931343793869 (0.19988719125588736) | > loss_disc_real_3: 0.2525111436843872 (0.20943239579598108) | > loss_disc_real_4: 0.2325979471206665 (0.21932087590297064) | > loss_disc_real_5: 0.2080124318599701 (0.2409050241112709) | > loss_0: 2.464087724685669 (2.3303337494532266) | > loss_gen: 2.6528310775756836 (2.5310082038243613) | > loss_kl: 2.7541749477386475 (2.6975135505199432) | > loss_feat: 5.896446228027344 (6.928131540616353) | > loss_mel: 16.34225082397461 (18.36717398961385) | > loss_duration: 2.2735748291015625 (2.3251245617866516) | > loss_1: 29.91927719116211 (32.84895102183024)  --> STEP: 13 | > loss_disc: 2.4292783737182617 (2.337944874396691) | > loss_disc_real_0: 0.2465892732143402 (0.12332859492072692) | > loss_disc_real_1: 0.35172733664512634 (0.2867510593854464) | > loss_disc_real_2: 0.23129446804523468 (0.2023031356242987) | > loss_disc_real_3: 0.19130730628967285 (0.2080381581416497) | > loss_disc_real_4: 0.1965465396642685 (0.21756900388460892) | > loss_disc_real_5: 0.24815964698791504 (0.24146307202485892) | > loss_0: 2.4292783737182617 (2.337944874396691) | > loss_gen: 2.722341775894165 (2.545726170906654) | > loss_kl: 2.9197990894317627 (2.714612438128545) | > loss_feat: 7.7852091789245605 (6.994060589716985) | > loss_mel: 16.915929794311523 (18.255539820744442) | > loss_duration: 2.207717180252075 (2.31609322474553) | > loss_1: 32.550994873046875 (32.826031318077675)  --> STEP: 14 | > loss_disc: 2.6618852615356445 (2.3610834734780446) | > loss_disc_real_0: 0.1316949874162674 (0.1239261943846941) | > loss_disc_real_1: 0.2233702540397644 (0.282223859003612) | > loss_disc_real_2: 0.24452611804008484 (0.20531906293971197) | > loss_disc_real_3: 0.23386430740356445 (0.2098828830889293) | > loss_disc_real_4: 0.2399541139602661 (0.21916794031858444) | > loss_disc_real_5: 0.3115198314189911 (0.24646712626729692) | > loss_0: 2.6618852615356445 (2.3610834734780446) | > loss_gen: 2.161604642868042 (2.5182889189038957) | > loss_kl: 3.114071846008301 (2.7431452529770985) | > loss_feat: 7.136903285980225 (7.004263639450073) | > loss_mel: 18.187454223632812 (18.250676563807897) | > loss_duration: 2.3672544956207275 (2.319747601236616) | > loss_1: 32.967288970947266 (32.836121150425505)  --> STEP: 15 | > loss_disc: 2.5009050369262695 (2.37040491104126) | > loss_disc_real_0: 0.12212378531694412 (0.12380603378017743) | > loss_disc_real_1: 0.25682157278060913 (0.28053037325541186) | > loss_disc_real_2: 0.17503462731838226 (0.20330010056495668) | > loss_disc_real_3: 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(6.935015397913316) | > loss_mel: 18.722471237182617 (18.275579901302564) | > loss_duration: 2.3625144958496094 (2.326366340412813) | > loss_1: 31.69985580444336 (32.69687933080337)  --> STEP: 18 | > loss_disc: 1.8401542901992798 (2.3513751228650412) | > loss_disc_real_0: 0.062034059315919876 (0.1253872269557582) | > loss_disc_real_1: 0.1350969523191452 (0.27071977489524424) | > loss_disc_real_2: 0.12690946459770203 (0.2087608054280281) | > loss_disc_real_3: 0.16238458454608917 (0.20938329895337424) | > loss_disc_real_4: 0.17668196558952332 (0.2162881601187918) | > loss_disc_real_5: 0.18513530492782593 (0.2437077123257849) | > loss_0: 1.8401542901992798 (2.3513751228650412) | > loss_gen: 2.749265670776367 (2.5142123831643) | > loss_kl: 2.9046902656555176 (2.6731524732377796) | > loss_feat: 10.918248176574707 (7.156306107838948) | > loss_mel: 20.669828414916992 (18.408593707614475) | > loss_duration: 2.2811641693115234 (2.3238551086849637) | > loss_1: 39.52320098876953 (33.0761194229126)  --> STEP: 19 | > loss_disc: 2.7791709899902344 (2.3738906948189986) | > loss_disc_real_0: 0.21705594658851624 (0.13021189641011388) | > loss_disc_real_1: 0.3469398617744446 (0.27473135841520213) | > loss_disc_real_2: 0.3288801610469818 (0.2150828767763941) | > loss_disc_real_3: 0.2778412103652954 (0.21298634692242271) | > loss_disc_real_4: 0.27404001355171204 (0.21932773135210337) | > loss_disc_real_5: 0.3813243508338928 (0.25095069329989583) | > loss_0: 2.7791709899902344 (2.3738906948189986) | > loss_gen: 2.5374932289123535 (2.5154376908352503) | > loss_kl: 2.4886817932128906 (2.6634434900785746) | > loss_feat: 5.518524169921875 (7.070107058474892) | > loss_mel: 16.020864486694336 (18.28292374861868) | > loss_duration: 2.3120436668395996 (2.3232334538509973) | > loss_1: 28.877607345581055 (32.85514510305304)  --> STEP: 20 | > loss_disc: 2.3261733055114746 (2.3715048253536226) | > loss_disc_real_0: 0.14539465308189392 (0.13097103424370288) | > loss_disc_real_1: 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(17.943126056505285) | > loss_duration: 2.2561426162719727 (2.30336768730827) | > loss_1: 27.719310760498047 (32.059950704159945)  --> STEP: 24 | > loss_disc: 2.3372178077697754 (2.4146894961595535) | > loss_disc_real_0: 0.11638559401035309 (0.14543636050075293) | > loss_disc_real_1: 0.21675421297550201 (0.2697330309698979) | > loss_disc_real_2: 0.2047354280948639 (0.21450119900206724) | > loss_disc_real_3: 0.2423286885023117 (0.21890487521886826) | > loss_disc_real_4: 0.23918944597244263 (0.2246587766955296) | > loss_disc_real_5: 0.295555979013443 (0.25893332064151764) | > loss_0: 2.3372178077697754 (2.4146894961595535) | > loss_gen: 2.7786717414855957 (2.493620038032532) | > loss_kl: 2.469630241394043 (2.5694698045651116) | > loss_feat: 6.128938674926758 (6.732191701730092) | > loss_mel: 18.21694564819336 (17.954535206158955) | > loss_duration: 2.4186387062072754 (2.308170646429062) | > loss_1: 32.01282501220703 (32.057987133661904)  --> STEP: 25 | > loss_disc: 2.6388792991638184 (2.423657088279724) | > loss_disc_real_0: 0.13447430729866028 (0.14499787837266923) | > loss_disc_real_1: 0.2690736949443817 (0.26970665752887724) | > loss_disc_real_2: 0.2047756463289261 (0.21411217689514161) | > loss_disc_real_3: 0.22654809057712555 (0.21921060383319854) | > loss_disc_real_4: 0.2601277530193329 (0.22607753574848174) | > loss_disc_real_5: 0.30043354630470276 (0.26059332966804505) | > loss_0: 2.6388792991638184 (2.423657088279724) | > loss_gen: 2.0293474197387695 (2.475049133300782) | > loss_kl: 2.295543670654297 (2.5585127592086794) | > loss_feat: 3.5581185817718506 (6.605228776931763) | > loss_mel: 14.104917526245117 (17.8005504989624) | > loss_duration: 2.3595006465911865 (2.3102238464355467) | > loss_1: 24.347427368164062 (31.749564743041994)  --> STEP: 26 | > loss_disc: 2.6322669982910156 (2.4316805463570814) | > loss_disc_real_0: 0.18262840807437897 (0.1464452064381196) | > loss_disc_real_1: 0.2297411412000656 (0.26816952228546137) | > loss_disc_real_2: 0.2234649360179901 (0.21447189839986655) | > loss_disc_real_3: 0.2481047362089157 (0.22032191661687997) | > loss_disc_real_4: 0.2404657006263733 (0.22663092670532373) | > loss_disc_real_5: 0.3656269609928131 (0.26463308471899766) | > loss_0: 2.6322669982910156 (2.4316805463570814) | > loss_gen: 2.095777988433838 (2.46046178157513) | > loss_kl: 2.262777805328369 (2.5471383379055905) | > loss_feat: 3.6411166191101074 (6.491224463169392) | > loss_mel: 9.319939613342285 (17.474373157207783) | > loss_duration: 2.2835893630981445 (2.309199443230262) | > loss_1: 19.60320281982422 (31.282396976764385) --> EVAL PERFORMANCE | > avg_loader_time: 0.002449915959284856 (+0.0001086638523982125) | > avg_loss_disc: 2.4316805463570814 (+0.12220742610784674) | > avg_loss_disc_real_0: 0.1464452064381196 (+0.007383051686562059) | > avg_loss_disc_real_1: 0.26816952228546137 (+0.05124420128189594) | > avg_loss_disc_real_2: 0.21447189839986655 (-0.04291763557837555) | > avg_loss_disc_real_3: 0.22032191661687997 (-0.10188772873236582) | > avg_loss_disc_real_4: 0.22663092670532373 (-0.02420976012945178) | > avg_loss_disc_real_5: 0.26463308471899766 (+0.02765583017697701) | > avg_loss_0: 2.4316805463570814 (+0.12220742610784674) | > avg_loss_gen: 2.46046178157513 (-0.4514883114741397) | > avg_loss_kl: 2.5471383379055905 (-0.038152314149416444) | > avg_loss_feat: 6.491224463169392 (-1.3142957595678473) | > avg_loss_mel: 17.474373157207783 (-0.6539455927335283) | > avg_loss_duration: 2.309199443230262 (-0.01711205335763788) | > avg_loss_1: 31.282396976764385 (-2.474994586064266)  > EPOCH: 406/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:54:30)   --> TIME: 2024-06-11 08:54:38 -- STEP: 19/330 -- GLOBAL_STEP: 222000 | > loss_disc: 2.2324891090393066 (2.346316927357724) | > loss_disc_real_0: 0.09832408279180527 (0.10138594437586634) | > loss_disc_real_1: 0.17333602905273438 (0.2001509533116692) | > loss_disc_real_2: 0.1789359599351883 (0.21330627406898298) | > loss_disc_real_3: 0.1977943480014801 (0.23033025233369125) | > loss_disc_real_4: 0.22698789834976196 (0.232705179013704) | > loss_disc_real_5: 0.21078291535377502 (0.2247414220320551) | > loss_0: 2.2324891090393066 (2.346316927357724) | > grad_norm_0: tensor(7.1205, device='cuda:0') (tensor(9.9525, device='cuda:0')) | > loss_gen: 2.509817600250244 (2.48503169260527) | > loss_kl: 1.5612897872924805 (1.800390550964757) | > loss_feat: 7.95863676071167 (7.03679915478355) | > loss_mel: 17.29973030090332 (18.312783090691816) | > loss_duration: 2.005629539489746 (2.1169821149424504) | > loss_1: 31.335102081298828 (31.751986353020918) | > grad_norm_1: tensor(125.5743, device='cuda:0') (tensor(86.8051, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.3598 (0.3577225082799008) | > loader_time: 0.0041 (0.003239870071411133) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_222000.pth  --> TIME: 2024-06-11 08:54:52 -- STEP: 44/330 -- GLOBAL_STEP: 222025 | > loss_disc: 2.319347381591797 (2.336640357971192) | > loss_disc_real_0: 0.1323302686214447 (0.10831274989653718) | > loss_disc_real_1: 0.21452347934246063 (0.19954763996330174) | > loss_disc_real_2: 0.19145217537879944 (0.21327985586090523) | > loss_disc_real_3: 0.2251526266336441 (0.22784615816040474) | > loss_disc_real_4: 0.21877652406692505 (0.2274354069747708) | > loss_disc_real_5: 0.22037099301815033 (0.2188236384906552) | > loss_0: 2.319347381591797 (2.336640357971192) | > grad_norm_0: tensor(9.1334, device='cuda:0') (tensor(9.5804, device='cuda:0')) | > loss_gen: 2.4389030933380127 (2.4983204819939355) | > loss_kl: 1.9490060806274414 (1.8818501234054565) | > loss_feat: 8.398406028747559 (7.14538556879217) | > loss_mel: 18.980709075927734 (18.345316149971698) | > loss_duration: 1.9573866128921509 (2.056061779910868) | > loss_1: 33.72441101074219 (31.926934025504373) | > grad_norm_1: tensor(65.6472, device='cuda:0') (tensor(95.4740, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.367 (0.3652382059530778) | > loader_time: 0.0038 (0.003369309685446999)  --> TIME: 2024-06-11 08:55:02 -- STEP: 69/330 -- GLOBAL_STEP: 222050 | > loss_disc: 2.3070693016052246 (2.343356426211372) | > loss_disc_real_0: 0.11341182887554169 (0.10999542409959047) | > loss_disc_real_1: 0.181796133518219 (0.19913731968921164) | > loss_disc_real_2: 0.2281084954738617 (0.21528244083342346) | > loss_disc_real_3: 0.22122040390968323 (0.2287095303552738) | > loss_disc_real_4: 0.2138155847787857 (0.22662078297656515) | > loss_disc_real_5: 0.22938020527362823 (0.2181797928136328) | > loss_0: 2.3070693016052246 (2.343356426211372) | > grad_norm_0: tensor(13.7067, device='cuda:0') (tensor(9.5061, device='cuda:0')) | > loss_gen: 2.653801918029785 (2.4982502391372905) | > loss_kl: 1.7775468826293945 (1.8925440950670105) | > loss_feat: 7.713910102844238 (7.155867452206819) | > loss_mel: 18.29892921447754 (18.295784660007637) | > loss_duration: 1.9605827331542969 (2.035563672798267) | > loss_1: 32.40476989746094 (31.87801010021265) | > grad_norm_1: tensor(132.2088, device='cuda:0') (tensor(91.3217, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.3593 (0.3661266098851743) | > loader_time: 0.0036 (0.0034275918767072157)  --> TIME: 2024-06-11 08:55:11 -- STEP: 94/330 -- GLOBAL_STEP: 222075 | > loss_disc: 2.324777603149414 (2.3483654945454706) | > loss_disc_real_0: 0.10832450538873672 (0.11222278398085148) | > loss_disc_real_1: 0.23938718438148499 (0.20049270749726195) | > loss_disc_real_2: 0.21651798486709595 (0.21522912034328948) | > loss_disc_real_3: 0.19089756906032562 (0.22809288381262027) | > loss_disc_real_4: 0.1981673538684845 (0.22634014645789532) | > loss_disc_real_5: 0.18175828456878662 (0.2183884578816434) | > loss_0: 2.324777603149414 (2.3483654945454706) | > grad_norm_0: tensor(10.4854, device='cuda:0') (tensor(10.5154, device='cuda:0')) | > loss_gen: 2.4709646701812744 (2.4914672958089956) | > loss_kl: 1.9428805112838745 (1.8834274119519172) | > loss_feat: 7.223999500274658 (7.152279803093443) | > loss_mel: 18.37924575805664 (18.235069802466857) | > loss_duration: 2.040609836578369 (2.029937844327156) | > loss_1: 32.057701110839844 (31.79218221218028) | > grad_norm_1: tensor(111.0224, device='cuda:0') (tensor(101.9719, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.3901 (0.36706230995502875) | > loader_time: 0.0036 (0.003507256507873535)  --> TIME: 2024-06-11 08:55:21 -- STEP: 119/330 -- GLOBAL_STEP: 222100 | > loss_disc: 2.32470703125 (2.3419018492979164) | > loss_disc_real_0: 0.1325572431087494 (0.11220948542116069) | > loss_disc_real_1: 0.2615163326263428 (0.19984590118171788) | > loss_disc_real_2: 0.20874691009521484 (0.21501215040182867) | > loss_disc_real_3: 0.2197003811597824 (0.2279000369941487) | > loss_disc_real_4: 0.21868497133255005 (0.22594212646744832) | > loss_disc_real_5: 0.21476297080516815 (0.21789505389057287) | > loss_0: 2.32470703125 (2.3419018492979164) | > grad_norm_0: tensor(20.7964, device='cuda:0') (tensor(12.8806, device='cuda:0')) | > loss_gen: 2.664762496948242 (2.5054743570439966) | > loss_kl: 1.6618412733078003 (1.8828137101245528) | > loss_feat: 7.630898475646973 (7.199103880329292) | > loss_mel: 18.75389862060547 (18.202714855931386) | > loss_duration: 2.0028786659240723 (2.0289384056540105) | > loss_1: 32.71427917480469 (31.819045187044544) | > grad_norm_1: tensor(308.4955, device='cuda:0') (tensor(144.0259, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.3908 (0.3684165277400938) | > loader_time: 0.0044 (0.0036055080029143006)  --> TIME: 2024-06-11 08:55:30 -- STEP: 144/330 -- GLOBAL_STEP: 222125 | > loss_disc: 2.356454610824585 (2.343964215781954) | > loss_disc_real_0: 0.1949700117111206 (0.11254427768290043) | > loss_disc_real_1: 0.21872128546237946 (0.20066392773555386) | > loss_disc_real_2: 0.20156250894069672 (0.21525235060188505) | > loss_disc_real_3: 0.24413584172725677 (0.22852109972801474) | > loss_disc_real_4: 0.24179787933826447 (0.22542155627161264) | > loss_disc_real_5: 0.22972151637077332 (0.21876826799578136) | > loss_0: 2.356454610824585 (2.343964215781954) | > grad_norm_0: tensor(51.8849, device='cuda:0') (tensor(16.0877, device='cuda:0')) | > loss_gen: 2.624314069747925 (2.5069254206286544) | > loss_kl: 2.0054426193237305 (1.8888695480095015) | > loss_feat: 7.308693885803223 (7.186498112148708) | > loss_mel: 17.473146438598633 (18.161940309736462) | > loss_duration: 2.0127780437469482 (2.0323324369059685) | > loss_1: 31.424373626708984 (31.77656572394901) | > grad_norm_1: tensor(472.3298, device='cuda:0') (tensor(174.6994, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.383 (0.3712332778506809) | > loader_time: 0.0046 (0.0037286513381534154)  --> TIME: 2024-06-11 08:55:40 -- STEP: 169/330 -- GLOBAL_STEP: 222150 | > loss_disc: 2.3194141387939453 (2.3423060298671388) | > loss_disc_real_0: 0.0836038738489151 (0.11224457581896753) | > loss_disc_real_1: 0.20199385285377502 (0.20036938433816448) | > loss_disc_real_2: 0.18773385882377625 (0.21465242076554947) | > loss_disc_real_3: 0.20148122310638428 (0.22821286788000864) | > loss_disc_real_4: 0.20431555807590485 (0.22527851940259425) | > loss_disc_real_5: 0.188414067029953 (0.21819451865712566) | > loss_0: 2.3194141387939453 (2.3423060298671388) | > grad_norm_0: tensor(10.0447, device='cuda:0') (tensor(17.2395, device='cuda:0')) | > loss_gen: 2.4602153301239014 (2.507210446532662) | > loss_kl: 1.860416293144226 (1.8969553920644275) | > loss_feat: 7.413607120513916 (7.193181915396064) | > loss_mel: 17.570411682128906 (18.151022126688765) | > loss_duration: 2.072120428085327 (2.035854736023402) | > loss_1: 31.37677001953125 (31.784224493263743) | > grad_norm_1: tensor(205.7807, device='cuda:0') (tensor(194.9702, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.3875 (0.37318873687608706) | > loader_time: 0.0042 (0.0038470572973849505)  --> TIME: 2024-06-11 08:55:50 -- STEP: 194/330 -- GLOBAL_STEP: 222175 | > loss_disc: 2.4570209980010986 (2.3448472981600426) | > loss_disc_real_0: 0.11687441170215607 (0.11349177786830775) | > loss_disc_real_1: 0.24320398271083832 (0.20035768861008674) | > loss_disc_real_2: 0.20570679008960724 (0.21463511308136674) | > loss_disc_real_3: 0.25780174136161804 (0.2284384554962522) | > loss_disc_real_4: 0.2430780827999115 (0.22633625328848042) | > loss_disc_real_5: 0.2280704379081726 (0.21841141305018946) | > loss_0: 2.4570209980010986 (2.3448472981600426) | > grad_norm_0: tensor(10.7223, device='cuda:0') (tensor(18.8661, device='cuda:0')) | > loss_gen: 2.492797374725342 (2.50669200150008) | > loss_kl: 1.9219846725463867 (1.9010517787687558) | > loss_feat: 6.469391822814941 (7.181981789697077) | > loss_mel: 17.856842041015625 (18.11127555493227) | > loss_duration: 2.0631284713745117 (2.0424320464281696) | > loss_1: 30.80414581298828 (31.74343305764739) | > grad_norm_1: tensor(267.6223, device='cuda:0') (tensor(213.1808, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.3834 (0.37504904048959004) | > loader_time: 0.0049 (0.003962520471553213)  --> TIME: 2024-06-11 08:56:00 -- STEP: 219/330 -- GLOBAL_STEP: 222200 | > loss_disc: 2.266150712966919 (2.348275722433989) | > loss_disc_real_0: 0.0945449098944664 (0.11432445256813475) | > loss_disc_real_1: 0.1638445109128952 (0.2003098261546871) | > loss_disc_real_2: 0.22725476324558258 (0.21480496812900995) | > loss_disc_real_3: 0.24183830618858337 (0.22838201948769016) | > loss_disc_real_4: 0.20951160788536072 (0.22565300476877656) | > loss_disc_real_5: 0.21662402153015137 (0.21876920650810955) | > loss_0: 2.266150712966919 (2.348275722433989) | > grad_norm_0: tensor(8.3616, device='cuda:0') (tensor(20.7959, device='cuda:0')) | > loss_gen: 2.781571388244629 (2.507823975663207) | > loss_kl: 1.982928991317749 (1.9045737889259373) | > loss_feat: 8.40967082977295 (7.195658699018225) | > loss_mel: 18.278696060180664 (18.083050427371507) | > loss_duration: 2.11916446685791 (2.0495394691484723) | > loss_1: 33.57202911376953 (31.740646283920498) | > grad_norm_1: tensor(509.8394, device='cuda:0') (tensor(224.1674, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.4061 (0.37735983116986) | > loader_time: 0.0056 (0.004087104100614922)  --> TIME: 2024-06-11 08:56:11 -- STEP: 244/330 -- GLOBAL_STEP: 222225 | > loss_disc: 2.363220453262329 (2.348520782150208) | > loss_disc_real_0: 0.0811678022146225 (0.11439788578169756) | > loss_disc_real_1: 0.2138959914445877 (0.20028578636587643) | > loss_disc_real_2: 0.16553500294685364 (0.21468079383256006) | > loss_disc_real_3: 0.24143220484256744 (0.22838992985789894) | > loss_disc_real_4: 0.228577122092247 (0.22600558180300917) | > loss_disc_real_5: 0.20781660079956055 (0.21878622209683793) | > loss_0: 2.363220453262329 (2.348520782150208) | > grad_norm_0: tensor(33.2662, device='cuda:0') (tensor(23.1106, device='cuda:0')) | > loss_gen: 2.6303088665008545 (2.513103230077712) | > loss_kl: 1.984013319015503 (1.9066095127434026) | > loss_feat: 6.684661865234375 (7.195719826416891) | > loss_mel: 16.814607620239258 (18.03967781535915) | > loss_duration: 2.070909261703491 (2.057609890328081) | > loss_1: 30.18450164794922 (31.712720198709455) | > grad_norm_1: tensor(450.8394, device='cuda:0') (tensor(241.3246, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.4386 (0.38083536409940877) | > loader_time: 0.0058 (0.004217803478240968)  --> TIME: 2024-06-11 08:56:22 -- STEP: 269/330 -- GLOBAL_STEP: 222250 | > loss_disc: 2.298346996307373 (2.3504962353901364) | > loss_disc_real_0: 0.12857723236083984 (0.11571343553332149) | > loss_disc_real_1: 0.20497217774391174 (0.20040387901231702) | > loss_disc_real_2: 0.24527856707572937 (0.21462573559753953) | > loss_disc_real_3: 0.24429334700107574 (0.22878814929036845) | > loss_disc_real_4: 0.2047262042760849 (0.22620526997573315) | > loss_disc_real_5: 0.20507411658763885 (0.2190848880319347) | > loss_0: 2.298346996307373 (2.3504962353901364) | > grad_norm_0: tensor(29.9427, device='cuda:0') (tensor(24.7928, device='cuda:0')) | > loss_gen: 2.63228702545166 (2.513374888763995) | > loss_kl: 2.031414031982422 (1.90915911791493) | > loss_feat: 7.161899089813232 (7.212275092043398) | > loss_mel: 16.5971736907959 (18.00093684143293) | > loss_duration: 2.1538562774658203 (2.065031663192694) | > loss_1: 30.576631546020508 (31.7007775572596) | > grad_norm_1: tensor(449.1593, device='cuda:0') (tensor(254.7986, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.451 (0.3851545087466896) | > loader_time: 0.0057 (0.004368128829729158)  --> TIME: 2024-06-11 08:56:33 -- STEP: 294/330 -- GLOBAL_STEP: 222275 | > loss_disc: 2.3964312076568604 (2.3506263105236767) | > loss_disc_real_0: 0.09014526009559631 (0.1159768030300838) | > loss_disc_real_1: 0.18609291315078735 (0.20038679612128915) | > loss_disc_real_2: 0.22529487311840057 (0.21437910123139012) | > loss_disc_real_3: 0.25791728496551514 (0.22868826037564247) | > loss_disc_real_4: 0.24136564135551453 (0.2266081453991585) | > loss_disc_real_5: 0.25015994906425476 (0.21945611990633465) | > loss_0: 2.3964312076568604 (2.3506263105236767) | > grad_norm_0: tensor(32.2430, device='cuda:0') (tensor(25.3626, device='cuda:0')) | > loss_gen: 2.3897993564605713 (2.510285346686434) | > loss_kl: 1.830999493598938 (1.9131763034126386) | > loss_feat: 7.229558944702148 (7.209670457710215) | > loss_mel: 17.36122703552246 (17.934174621997236) | > loss_duration: 2.2017040252685547 (2.0745842075672294) | > loss_1: 31.013288497924805 (31.641890889122372) | > grad_norm_1: tensor(454.6646, device='cuda:0') (tensor(267.6108, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.4517 (0.39064372558983) | > loader_time: 0.0064 (0.004534194258605542)  --> TIME: 2024-06-11 08:56:46 -- STEP: 319/330 -- GLOBAL_STEP: 222300 | > loss_disc: 2.3289594650268555 (2.351208666648985) | > loss_disc_real_0: 0.08987075090408325 (0.11697136970429588) | > loss_disc_real_1: 0.1929188221693039 (0.2005198990756815) | > loss_disc_real_2: 0.24816179275512695 (0.21429545074981582) | > loss_disc_real_3: 0.23664551973342896 (0.22851163172236058) | > loss_disc_real_4: 0.22780954837799072 (0.22652462138838156) | > loss_disc_real_5: 0.2485538125038147 (0.21954937615551545) | > loss_0: 2.3289594650268555 (2.351208666648985) | > grad_norm_0: tensor(28.0141, device='cuda:0') (tensor(26.7517, device='cuda:0')) | > loss_gen: 2.3689887523651123 (2.5072023001584145) | > loss_kl: 1.999901294708252 (1.9185550381023682) | > loss_feat: 8.035327911376953 (7.2248921648461994) | > loss_mel: 17.316495895385742 (17.881149280033885) | > loss_duration: 2.257767677307129 (2.088062265449934) | > loss_1: 31.97848129272461 (31.619860992909974) | > grad_norm_1: tensor(381.9641, device='cuda:0') (tensor(279.8464, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.544 (0.40059699758093165) | > loader_time: 0.0078 (0.004769288634058076)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.471338987350464 (2.471338987350464) | > loss_disc_real_0: 0.11720402538776398 (0.11720402538776398) | > loss_disc_real_1: 0.2864590585231781 (0.2864590585231781) | > loss_disc_real_2: 0.2854636311531067 (0.2854636311531067) | > loss_disc_real_3: 0.266229510307312 (0.266229510307312) | > loss_disc_real_4: 0.32012665271759033 (0.32012665271759033) | > loss_disc_real_5: 0.23309318721294403 (0.23309318721294403) | > loss_0: 2.471338987350464 (2.471338987350464) | > loss_gen: 2.620102643966675 (2.620102643966675) | > loss_kl: 1.5593650341033936 (1.5593650341033936) | > loss_feat: 7.446906566619873 (7.446906566619873) | > loss_mel: 17.67543601989746 (17.67543601989746) | > loss_duration: 2.8678078651428223 (2.8678078651428223) | > loss_1: 32.16961669921875 (32.16961669921875)  --> STEP: 1 | > loss_disc: 2.2793149948120117 (2.2793149948120117) | > loss_disc_real_0: 0.07711340487003326 (0.07711340487003326) | > loss_disc_real_1: 0.20334437489509583 (0.20334437489509583) | > loss_disc_real_2: 0.2293810397386551 (0.2293810397386551) | > loss_disc_real_3: 0.25372087955474854 (0.25372087955474854) | > loss_disc_real_4: 0.25953614711761475 (0.25953614711761475) | > loss_disc_real_5: 0.1913716048002243 (0.1913716048002243) | > loss_0: 2.2793149948120117 (2.2793149948120117) | > loss_gen: 2.3436551094055176 (2.3436551094055176) | > loss_kl: 2.422581672668457 (2.422581672668457) | > loss_feat: 7.440536975860596 (7.440536975860596) | > loss_mel: 20.016460418701172 (20.016460418701172) | > loss_duration: 2.426523447036743 (2.426523447036743) | > loss_1: 34.64976119995117 (34.64976119995117)  --> STEP: 2 | > loss_disc: 2.2445595264434814 (2.2619372606277466) | > loss_disc_real_0: 0.07278481125831604 (0.07494910806417465) | > loss_disc_real_1: 0.2192971110343933 (0.21132074296474457) | > loss_disc_real_2: 0.2690965235233307 (0.2492387816309929) | > loss_disc_real_3: 0.23144541680812836 (0.24258314818143845) | > loss_disc_real_4: 0.24958749115467072 (0.25456181913614273) | > loss_disc_real_5: 0.21974754333496094 (0.20555957406759262) | > loss_0: 2.2445595264434814 (2.2619372606277466) | > loss_gen: 2.492785692214966 (2.4182204008102417) | > loss_kl: 3.0289762020111084 (2.7257789373397827) | > loss_feat: 5.7833147048950195 (6.611925840377808) | > loss_mel: 19.642871856689453 (19.829666137695312) | > loss_duration: 2.4610071182250977 (2.4437652826309204) | > loss_1: 33.40895462036133 (34.02935791015625)  --> STEP: 3 | > loss_disc: 2.499239683151245 (2.3410380681355796) | > loss_disc_real_0: 0.086298868060112 (0.07873236139615376) | > loss_disc_real_1: 0.2351619452238083 (0.21926781038443247) | > loss_disc_real_2: 0.2647377848625183 (0.25440511604150134) | > loss_disc_real_3: 0.2320687174797058 (0.23907833794752756) | > loss_disc_real_4: 0.26677682995796204 (0.2586334894100825) | > loss_disc_real_5: 0.3056661784648895 (0.23892844220002493) | > loss_0: 2.499239683151245 (2.3410380681355796) | > loss_gen: 2.252626419067383 (2.3630224068959556) | > loss_kl: 3.018636703491211 (2.8233981927235923) | > loss_feat: 5.022218227386475 (6.08202330271403) | > loss_mel: 17.723825454711914 (19.127719243367512) | > loss_duration: 2.2560477256774902 (2.381192763646444) | > loss_1: 30.27335548400879 (32.77735710144043)  --> STEP: 4 | > loss_disc: 2.27944278717041 (2.325639247894287) | > loss_disc_real_0: 0.1309046745300293 (0.09177543967962265) | > loss_disc_real_1: 0.23195283114910126 (0.22243906557559967) | > loss_disc_real_2: 0.2427159994840622 (0.25148283690214157) | > loss_disc_real_3: 0.23392848670482635 (0.23779087513685226) | > loss_disc_real_4: 0.2553791403770447 (0.25781990215182304) | > loss_disc_real_5: 0.23648959398269653 (0.23831873014569283) | > loss_0: 2.27944278717041 (2.325639247894287) | > loss_gen: 2.627451181411743 (2.4291296005249023) | > loss_kl: 3.6897544860839844 (3.03998726606369) | > loss_feat: 8.087532043457031 (6.58340048789978) | > loss_mel: 18.345653533935547 (18.93220281600952) | > loss_duration: 2.2975635528564453 (2.360285460948944) | > loss_1: 35.04795837402344 (33.34500741958618)  --> STEP: 5 | > loss_disc: 2.361874580383301 (2.33288631439209) | > loss_disc_real_0: 0.1440630555152893 (0.10223296284675598) | > loss_disc_real_1: 0.2495887279510498 (0.2278689980506897) | > loss_disc_real_2: 0.2195805311203003 (0.24510237574577332) | > loss_disc_real_3: 0.24217984080314636 (0.23866866827011107) | > loss_disc_real_4: 0.17683498561382294 (0.24162291884422302) | > loss_disc_real_5: 0.1456461101770401 (0.21978420615196229) | > loss_0: 2.361874580383301 (2.33288631439209) | > loss_gen: 2.3745720386505127 (2.4182180881500246) | > loss_kl: 1.814566969871521 (2.794903206825256) | > loss_feat: 6.445394515991211 (6.555799293518066) | > loss_mel: 19.622310638427734 (19.070224380493165) | > loss_duration: 2.3397092819213867 (2.3561702251434324) | > loss_1: 32.596553802490234 (33.19531669616699)  --> STEP: 6 | > loss_disc: 2.5137484073638916 (2.3630299965540567) | > loss_disc_real_0: 0.14130675792694092 (0.1087452620267868) | > loss_disc_real_1: 0.2950187623500824 (0.23906062543392181) | > loss_disc_real_2: 0.29137498140335083 (0.2528144766887029) | > loss_disc_real_3: 0.258468896150589 (0.24196870625019073) | > loss_disc_real_4: 0.2766129672527313 (0.2474545935789744) | > loss_disc_real_5: 0.20793642103672028 (0.21780957529942194) | > loss_0: 2.5137484073638916 (2.3630299965540567) | > loss_gen: 2.367342233657837 (2.409738779067993) | > loss_kl: 1.9828159809112549 (2.6595553358395896) | > loss_feat: 5.421226978302002 (6.366703907648723) | > loss_mel: 18.646913528442383 (18.999672571818035) | > loss_duration: 2.1440329551696777 (2.32081401348114) | > loss_1: 30.562332153320312 (32.75648593902588)  --> STEP: 7 | > loss_disc: 2.4832053184509277 (2.380197899682181) | > loss_disc_real_0: 0.11363863945007324 (0.10944431594439916) | > loss_disc_real_1: 0.2789868712425232 (0.2447643748351506) | > loss_disc_real_2: 0.22450163960456848 (0.2487697856766837) | > loss_disc_real_3: 0.28251221776008606 (0.24776063646589006) | > loss_disc_real_4: 0.27640822529792786 (0.25159082668168203) | > loss_disc_real_5: 0.268420934677124 (0.22503976949623652) | > loss_0: 2.4832053184509277 (2.380197899682181) | > loss_gen: 2.3141093254089355 (2.396077428545271) | > loss_kl: 3.7192955017089844 (2.8109467881066457) | > loss_feat: 4.951134204864502 (6.164479664393833) | > loss_mel: 17.65058708190918 (18.806946073259628) | > loss_duration: 2.578192949295044 (2.3575824328831265) | > loss_1: 31.213319778442383 (32.536033630371094)  --> STEP: 8 | > loss_disc: 2.1436893939971924 (2.3506343364715576) | > loss_disc_real_0: 0.09413714706897736 (0.10753091983497143) | > loss_disc_real_1: 0.22061674296855927 (0.24174592085182667) | > loss_disc_real_2: 0.18007929623126984 (0.24018347449600697) | > loss_disc_real_3: 0.17448930442333221 (0.23860171996057034) | > loss_disc_real_4: 0.1684131622314453 (0.24119361862540245) | > loss_disc_real_5: 0.13990551233291626 (0.2143979873508215) | > loss_0: 2.1436893939971924 (2.3506343364715576) | > loss_gen: 2.4089105129241943 (2.397681564092636) | > loss_kl: 2.9263193607330322 (2.825368359684944) | > loss_feat: 10.466662406921387 (6.702252507209778) | > loss_mel: 17.761140823364258 (18.676220417022705) | > loss_duration: 2.176478862762451 (2.334944486618042) | > loss_1: 35.73950958251953 (32.93646812438965)  --> STEP: 9 | > loss_disc: 2.188291072845459 (2.332596196068658) | > loss_disc_real_0: 0.0990515947341919 (0.10658877260155147) | > loss_disc_real_1: 0.17384248971939087 (0.2342010951704449) | > loss_disc_real_2: 0.19987589120864868 (0.23570485413074493) | > loss_disc_real_3: 0.23462684452533722 (0.23816006713443333) | > loss_disc_real_4: 0.25122660398483276 (0.24230839477645028) | > loss_disc_real_5: 0.25934910774230957 (0.21939255628320906) | > loss_0: 2.188291072845459 (2.332596196068658) | > loss_gen: 2.5803956985473633 (2.417983134587606) | > loss_kl: 2.529081344604492 (2.7924475802315607) | > loss_feat: 8.706618309020996 (6.924959818522136) | > loss_mel: 21.237974166870117 (18.960859722561306) | > loss_duration: 2.170168161392212 (2.316636006037394) | > loss_1: 37.224239349365234 (33.41288714938693)  --> STEP: 10 | > loss_disc: 2.2754151821136475 (2.3268780946731566) | > loss_disc_real_0: 0.11430943012237549 (0.10736083835363389) | > loss_disc_real_1: 0.21639008820056915 (0.23241999447345735) | > loss_disc_real_2: 0.2824203372001648 (0.24037640243768693) | > loss_disc_real_3: 0.26590752601623535 (0.24093481302261352) | > loss_disc_real_4: 0.2385651022195816 (0.2419340655207634) | > loss_disc_real_5: 0.21478335559368134 (0.2189316362142563) | > loss_0: 2.2754151821136475 (2.3268780946731566) | > loss_gen: 2.7407054901123047 (2.4502553701400758) | > loss_kl: 2.7615818977355957 (2.7893610119819643) | > loss_feat: 6.378005027770996 (6.870264339447021) | > loss_mel: 15.768179893493652 (18.64159173965454) | > loss_duration: 2.3341803550720215 (2.318390440940857) | > loss_1: 29.982654571533203 (33.069863891601564)  --> STEP: 11 | > loss_disc: 2.4628119468688965 (2.339235717600042) | > loss_disc_real_0: 0.0752677321434021 (0.10444328324361281) | > loss_disc_real_1: 0.2474033385515213 (0.23378211666237225) | > loss_disc_real_2: 0.2675172984600067 (0.24284375662153418) | > loss_disc_real_3: 0.2808893620967865 (0.24456704475662924) | > loss_disc_real_4: 0.2599112093448639 (0.24356835132295435) | > loss_disc_real_5: 0.17998157441616058 (0.2153907215053385) | > loss_0: 2.4628119468688965 (2.339235717600042) | > loss_gen: 2.339855909347534 (2.440219055522572) | > loss_kl: 2.8979427814483643 (2.799232081933455) | > loss_feat: 6.270859241485596 (6.815772966905073) | > loss_mel: 17.140533447265625 (18.505131894891914) | > loss_duration: 2.4585018157958984 (2.3311278386549517) | > loss_1: 31.10769271850586 (32.891484694047406)  --> STEP: 12 | > loss_disc: 2.5068254470825195 (2.3532015283902488) | > loss_disc_real_0: 0.10961425304412842 (0.10487419739365578) | > loss_disc_real_1: 0.2708728313446045 (0.23687300955255827) | > loss_disc_real_2: 0.2797827124595642 (0.24592200294137) | > loss_disc_real_3: 0.25920039415359497 (0.24578649053970972) | > loss_disc_real_4: 0.24014697968959808 (0.24328323702017465) | > loss_disc_real_5: 0.2523109018802643 (0.21846740320324898) | > loss_0: 2.5068254470825195 (2.3532015283902488) | > loss_gen: 2.34409761428833 (2.4322089354197183) | > loss_kl: 2.2863430976867676 (2.756491333246231) | > loss_feat: 5.9425740242004395 (6.7430063883463545) | > loss_mel: 17.161352157592773 (18.393150250116985) | > loss_duration: 2.2449135780334473 (2.323943316936493) | > loss_1: 29.979280471801758 (32.64880100886027)  --> STEP: 13 | > loss_disc: 2.6259915828704834 (2.374185378734882) | > loss_disc_real_0: 0.08769302070140839 (0.10355256841732906) | > loss_disc_real_1: 0.2824876308441162 (0.2403818265749858) | > loss_disc_real_2: 0.28887084126472473 (0.24922575973547423) | > loss_disc_real_3: 0.3385159969329834 (0.2529195294930385) | > loss_disc_real_4: 0.2983062267303467 (0.2475157746901879) | > loss_disc_real_5: 0.21375419199466705 (0.21810484849489653) | > loss_0: 2.6259915828704834 (2.374185378734882) | > loss_gen: 2.2439627647399902 (2.417728460752047) | > loss_kl: 2.1302878856658936 (2.708321837278513) | > loss_feat: 5.226662635803223 (6.626364561227652) | > loss_mel: 17.31801986694336 (18.310447912949783) | > loss_duration: 2.155133008956909 (2.310957908630371) | > loss_1: 29.074066162109375 (32.373821405264046)  --> STEP: 14 | > loss_disc: 2.3760948181152344 (2.37432176726205) | > loss_disc_real_0: 0.13269391655921936 (0.10563409328460693) | > loss_disc_real_1: 0.17125245928764343 (0.2354440146258899) | > loss_disc_real_2: 0.19065868854522705 (0.24504239750759943) | > loss_disc_real_3: 0.2046913206577301 (0.24947465743337358) | > loss_disc_real_4: 0.3326161801815033 (0.2535943750824247) | > loss_disc_real_5: 0.27039834856987 (0.22184009850025177) | > loss_0: 2.3760948181152344 (2.37432176726205) | > loss_gen: 2.3850653171539307 (2.4153953790664673) | > loss_kl: 3.2062888145446777 (2.7438909070832387) | > loss_feat: 7.649719715118408 (6.699461357934134) | > loss_mel: 18.87445831298828 (18.350734370095388) | > loss_duration: 2.4044556617736816 (2.317636319569179) | > loss_1: 34.519989013671875 (32.52711909157889)  --> STEP: 15 | > loss_disc: 2.2596306800842285 (2.366675694783529) | > loss_disc_real_0: 0.12883363664150238 (0.10718072950839996) | > loss_disc_real_1: 0.2976263463497162 (0.23958950340747834) | > loss_disc_real_2: 0.25637924671173096 (0.24579818745454152) | > loss_disc_real_3: 0.18619868159294128 (0.24525625904401144) | > loss_disc_real_4: 0.2064155638217926 (0.25044912099838257) | > loss_disc_real_5: 0.17584803700447083 (0.2187739610671997) | > loss_0: 2.2596306800842285 (2.366675694783529) | > loss_gen: 2.516155242919922 (2.4221127033233643) | > loss_kl: 3.308706045150757 (2.7815452496210735) | > loss_feat: 7.322930335998535 (6.741025956471761) | > loss_mel: 19.61942481994629 (18.435313733418784) | > loss_duration: 2.3062026500701904 (2.316874074935913) | > loss_1: 35.07341766357422 (32.69687232971191)  --> STEP: 16 | > loss_disc: 2.4604034423828125 (2.372533679008484) | > loss_disc_real_0: 0.19861894845962524 (0.11289561819285154) | > loss_disc_real_1: 0.2696560323238373 (0.24146866146475077) | > loss_disc_real_2: 0.3256549537181854 (0.25078923534601927) | > loss_disc_real_3: 0.22348418831825256 (0.2438955046236515) | > loss_disc_real_4: 0.2455775886774063 (0.25014465022832155) | > loss_disc_real_5: 0.17464537918567657 (0.2160159246996045) | > loss_0: 2.4604034423828125 (2.372533679008484) | > loss_gen: 2.428581953048706 (2.422517031431198) | > loss_kl: 2.8432819843292236 (2.785403795540333) | > loss_feat: 5.808944225311279 (6.682770848274231) | > loss_mel: 15.889164924621582 (18.276179432868958) | > loss_duration: 2.355132818222046 (2.3192652463912964) | > loss_1: 29.325105667114258 (32.48613691329955)  --> STEP: 17 | > loss_disc: 2.7890801429748535 (2.397036412182976) | > loss_disc_real_0: 0.10697108507156372 (0.1125471162445405) | > loss_disc_real_1: 0.23136845231056213 (0.2408745315145044) | > loss_disc_real_2: 0.3431249260902405 (0.2562207465662676) | > loss_disc_real_3: 0.32679811120033264 (0.24877212853992686) | > loss_disc_real_4: 0.3047356903553009 (0.25335588788284974) | > loss_disc_real_5: 0.37899965047836304 (0.22560320268659032) | > loss_0: 2.7890801429748535 (2.397036412182976) | > loss_gen: 2.3827478885650635 (2.4201776700861313) | > loss_kl: 2.1704158782958984 (2.749228035702425) | > loss_feat: 5.6521077156066895 (6.622143605176141) | > loss_mel: 16.742704391479492 (18.185975018669577) | > loss_duration: 2.3532543182373047 (2.3212646035587086) | > loss_1: 29.30122947692871 (32.29878941704244)  --> STEP: 18 | > loss_disc: 2.527693748474121 (2.40429515308804) | > loss_disc_real_0: 0.07861202955245972 (0.110661833650536) | > loss_disc_real_1: 0.2970932722091675 (0.2439977948864301) | > loss_disc_real_2: 0.27503731846809387 (0.2572661116719246) | > loss_disc_real_3: 0.28338003158569336 (0.25069478982024723) | > loss_disc_real_4: 0.21888664364814758 (0.25144092986981076) | > loss_disc_real_5: 0.21869058907032013 (0.22521916859679753) | > loss_0: 2.527693748474121 (2.40429515308804) | > loss_gen: 2.2701661586761475 (2.411843697230021) | > loss_kl: 1.9696773290634155 (2.7059196631113687) | > loss_feat: 8.997404098510742 (6.7541025214725074) | > loss_mel: 19.249378204345703 (18.245052973429363) | > loss_duration: 2.2934470176696777 (2.319719182120429) | > loss_1: 34.78007125854492 (32.43663840823703)  --> STEP: 19 | > loss_disc: 2.61177921295166 (2.4152153667650724) | > loss_disc_real_0: 0.12259559333324432 (0.1112899262654154) | > loss_disc_real_1: 0.2905644476413727 (0.24644867134721657) | > loss_disc_real_2: 0.24432282149791718 (0.25658488587329265) | > loss_disc_real_3: 0.20881909132003784 (0.24849080568865725) | > loss_disc_real_4: 0.28995731472969055 (0.2534681080203307) | > loss_disc_real_5: 0.2865235507488251 (0.2284457150258516) | > loss_0: 2.61177921295166 (2.4152153667650724) | > loss_gen: 2.300328016281128 (2.40597445086429) | > loss_kl: 2.0057172775268555 (2.669066905975342) | > loss_feat: 7.140193462371826 (6.774423097309313) | > loss_mel: 17.362289428710938 (18.198591734233656) | > loss_duration: 2.288282871246338 (2.3180646394428455) | > loss_1: 31.09680938720703 (32.366121091340716)  --> STEP: 20 | > loss_disc: 2.598374366760254 (2.4243733167648314) | > loss_disc_real_0: 0.11976338922977448 (0.11171359941363335) | > loss_disc_real_1: 0.2663285732269287 (0.24744266644120216) | > loss_disc_real_2: 0.297549307346344 (0.2586331069469452) | > loss_disc_real_3: 0.2167980819940567 (0.24690616950392724) | > loss_disc_real_4: 0.2600848376750946 (0.25379894450306895) | > loss_disc_real_5: 0.21971175074577332 (0.22800901681184768) | > loss_0: 2.598374366760254 (2.4243733167648314) | > loss_gen: 2.1490325927734375 (2.3931273579597474) | > loss_kl: 1.977239727973938 (2.6344755470752714) | > loss_feat: 4.892751216888428 (6.680339503288269) | > loss_mel: 16.015247344970703 (18.089424514770506) | > loss_duration: 2.305906295776367 (2.3174567222595215) | > loss_1: 27.340177536010742 (32.11482391357422)  --> STEP: 21 | > loss_disc: 2.3407020568847656 (2.420388971056257) | > loss_disc_real_0: 0.04500522464513779 (0.10853701013894308) | > loss_disc_real_1: 0.20961038768291473 (0.2456411293574742) | > loss_disc_real_2: 0.23745203018188477 (0.2576244842438471) | > loss_disc_real_3: 0.17876295745372772 (0.24366125464439392) | > loss_disc_real_4: 0.2006189376115799 (0.25126656322252183) | > loss_disc_real_5: 0.21068327128887177 (0.2271839813107536) | > loss_0: 2.3407020568847656 (2.420388971056257) | > loss_gen: 2.085843563079834 (2.3784947962987992) | > loss_kl: 1.7541457414627075 (2.59255508014134) | > loss_feat: 4.762432098388672 (6.589010579245431) | > loss_mel: 15.819683074951172 (17.981341589064826) | > loss_duration: 2.1641592979431152 (2.310156844911121) | > loss_1: 26.586265563964844 (31.851559230259486)  --> STEP: 22 | > loss_disc: 2.309556007385254 (2.415351109071212) | > loss_disc_real_0: 0.07754506170749664 (0.10712828521024097) | > loss_disc_real_1: 0.2459554374217987 (0.24565541608767075) | > loss_disc_real_2: 0.15201447904109955 (0.252824029461904) | > loss_disc_real_3: 0.3185928463935852 (0.24706723608753897) | > loss_disc_real_4: 0.30954626202583313 (0.2539156404408542) | > loss_disc_real_5: 0.29749810695648193 (0.23038007793101398) | > loss_0: 2.309556007385254 (2.415351109071212) | > loss_gen: 2.661834478378296 (2.391373872756958) | > loss_kl: 2.263965368270874 (2.577619184147228) | > loss_feat: 7.125787258148193 (6.613409519195557) | > loss_mel: 18.422204971313477 (18.001380833712492) | > loss_duration: 2.1867096424102783 (2.30454560843381) | > loss_1: 32.66050338745117 (31.888329419222746)  --> STEP: 23 | > loss_disc: 2.6808347702026367 (2.426893876946491) | > loss_disc_real_0: 0.23424755036830902 (0.11265520978233089) | > loss_disc_real_1: 0.30368945002555847 (0.24817863495453543) | > loss_disc_real_2: 0.22327890992164612 (0.25153945904711017) | > loss_disc_real_3: 0.3004775643348694 (0.2493894242722055) | > loss_disc_real_4: 0.32386621832847595 (0.25695696991422906) | > loss_disc_real_5: 0.2839779555797577 (0.23271042043748108) | > loss_0: 2.6808347702026367 (2.426893876946491) | > loss_gen: 2.4452638626098633 (2.393716915794041) | > loss_kl: 2.487982749938965 (2.5737219478773032) | > loss_feat: 6.66740083694458 (6.61575696779334) | > loss_mel: 17.15639305114746 (17.964642234470535) | > loss_duration: 2.283405303955078 (2.303626464760822) | > loss_1: 31.040447235107422 (31.85146497643512)  --> STEP: 24 | > loss_disc: 2.610670804977417 (2.4345512489477796) | > loss_disc_real_0: 0.16799208521842957 (0.11496091292550166) | > loss_disc_real_1: 0.2347252368927002 (0.24761807670195898) | > loss_disc_real_2: 0.24597546458244324 (0.25130762594441575) | > loss_disc_real_3: 0.24620206654071808 (0.24925661770006022) | > loss_disc_real_4: 0.29250815510749817 (0.2584382692972819) | > loss_disc_real_5: 0.21516750752925873 (0.23197946573297182) | > loss_0: 2.610670804977417 (2.4345512489477796) | > loss_gen: 2.3246514797210693 (2.3908391892910004) | > loss_kl: 3.094449520111084 (2.5954189300537105) | > loss_feat: 6.392787933349609 (6.606466591358185) | > loss_mel: 18.024599075317383 (17.96714043617249) | > loss_duration: 2.4476757049560547 (2.309628516435623) | > loss_1: 32.28416442871094 (31.86949412027995)  --> STEP: 25 | > loss_disc: 3.0207948684692383 (2.458000993728638) | > loss_disc_real_0: 0.1852095127105713 (0.11777085691690445) | > loss_disc_real_1: 0.3204183578491211 (0.2505300879478455) | > loss_disc_real_2: 0.2654648423194885 (0.25187391459941866) | > loss_disc_real_3: 0.2533419132232666 (0.24942002952098846) | > loss_disc_real_4: 0.2637232840061188 (0.25864966988563537) | > loss_disc_real_5: 0.38827118277549744 (0.23823113441467286) | > loss_0: 3.0207948684692383 (2.458000993728638) | > loss_gen: 2.172722339630127 (2.3821145153045653) | > loss_kl: 2.220860481262207 (2.5804365921020502) | > loss_feat: 7.795180320739746 (6.654015140533447) | > loss_mel: 14.927894592285156 (17.845570602417) | > loss_duration: 2.363161087036133 (2.3117698192596436) | > loss_1: 29.47981834411621 (31.773907089233397)  --> STEP: 26 | > loss_disc: 2.844020366668701 (2.472847892687871) | > loss_disc_real_0: 0.0933837965130806 (0.11683289305521892) | > loss_disc_real_1: 0.20816929638385773 (0.24890082673384598) | > loss_disc_real_2: 0.15120314061641693 (0.2480019617539186) | > loss_disc_real_3: 0.16562308371067047 (0.24619707006674546) | > loss_disc_real_4: 0.197395920753479 (0.25629375645747554) | > loss_disc_real_5: 0.1721281111240387 (0.23568871044195616) | > loss_0: 2.844020366668701 (2.472847892687871) | > loss_gen: 1.3847408294677734 (2.343753988926227) | > loss_kl: 2.2729849815368652 (2.568611530157235) | > loss_feat: 6.061372756958008 (6.631221202703623) | > loss_mel: 9.396620750427246 (17.520610992725086) | > loss_duration: 2.2932872772216797 (2.3110589522581835) | > loss_1: 21.409008026123047 (31.375257125267616) --> EVAL PERFORMANCE | > avg_loader_time: 0.002489924430847168 (+4.0008471562312e-05) | > avg_loss_disc: 2.472847892687871 (+0.041167346330789556) | > avg_loss_disc_real_0: 0.11683289305521892 (-0.02961231338290067) | > avg_loss_disc_real_1: 0.24890082673384598 (-0.019268695551615395) | > avg_loss_disc_real_2: 0.2480019617539186 (+0.033530063354052037) | > avg_loss_disc_real_3: 0.24619707006674546 (+0.02587515344986549) | > avg_loss_disc_real_4: 0.25629375645747554 (+0.029662829752151815) | > avg_loss_disc_real_5: 0.23568871044195616 (-0.028944374277041496) | > avg_loss_0: 2.472847892687871 (+0.041167346330789556) | > avg_loss_gen: 2.343753988926227 (-0.11670779264890285) | > avg_loss_kl: 2.568611530157235 (+0.02147319225164468) | > avg_loss_feat: 6.631221202703623 (+0.1399967395342312) | > avg_loss_mel: 17.520610992725086 (+0.04623783551730298) | > avg_loss_duration: 2.3110589522581835 (+0.0018595090279216464) | > avg_loss_1: 31.375257125267616 (+0.09286014850323099)  > EPOCH: 407/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:57:12)   --> TIME: 2024-06-11 08:57:18 -- STEP: 14/330 -- GLOBAL_STEP: 222325 | > loss_disc: 2.450359344482422 (2.359641671180725) | > loss_disc_real_0: 0.12200558185577393 (0.10185933645282473) | > loss_disc_real_1: 0.23946918547153473 (0.19447157638413565) | > loss_disc_real_2: 0.24609480798244476 (0.20915050591741288) | > loss_disc_real_3: 0.22557249665260315 (0.23106357135943004) | > loss_disc_real_4: 0.2357771247625351 (0.23573410085269383) | > loss_disc_real_5: 0.22480648756027222 (0.23044886227164949) | > loss_0: 2.450359344482422 (2.359641671180725) | > grad_norm_0: tensor(8.5516, device='cuda:0') (tensor(11.2943, device='cuda:0')) | > loss_gen: 2.5376245975494385 (2.472490532057626) | > loss_kl: 2.0226552486419678 (1.9253376381737846) | > loss_feat: 6.837765216827393 (6.86022162437439) | > loss_mel: 17.672542572021484 (18.34396689278739) | > loss_duration: 2.0436363220214844 (2.1248953427587236) | > loss_1: 31.11422348022461 (31.72691195351737) | > grad_norm_1: tensor(108.2342, device='cuda:0') (tensor(115.9954, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3804 (0.3618025609425136) | > loader_time: 0.0031 (0.003192084176199777)  --> TIME: 2024-06-11 08:57:28 -- STEP: 39/330 -- GLOBAL_STEP: 222350 | > loss_disc: 2.308650016784668 (2.3230365178523913) | > loss_disc_real_0: 0.08525438606739044 (0.10495998347416902) | > loss_disc_real_1: 0.17154911160469055 (0.19426763516206008) | > loss_disc_real_2: 0.2528131604194641 (0.2098861902188032) | > loss_disc_real_3: 0.2558639645576477 (0.22756290206542382) | > loss_disc_real_4: 0.24546588957309723 (0.23217265116862762) | > loss_disc_real_5: 0.22828920185565948 (0.22173564785566086) | > loss_0: 2.308650016784668 (2.3230365178523913) | > grad_norm_0: tensor(10.0147, device='cuda:0') (tensor(9.9135, device='cuda:0')) | > loss_gen: 2.497053623199463 (2.510879070330888) | > loss_kl: 2.0189952850341797 (1.9059447814256718) | > loss_feat: 7.7283806800842285 (7.090524037679036) | > loss_mel: 17.804811477661133 (18.165779994084286) | > loss_duration: 2.019853115081787 (2.0587871930538078) | > loss_1: 32.069091796875 (31.731914813701923) | > grad_norm_1: tensor(104.2400, device='cuda:0') (tensor(114.3144, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3685 (0.3698415817358555) | > loader_time: 0.0034 (0.0034308678064590846)  --> TIME: 2024-06-11 08:57:38 -- STEP: 64/330 -- GLOBAL_STEP: 222375 | > loss_disc: 2.3427417278289795 (2.3443485945463176) | > loss_disc_real_0: 0.15452457964420319 (0.10975146922282875) | > loss_disc_real_1: 0.23504473268985748 (0.19778933795168996) | > loss_disc_real_2: 0.2091032713651657 (0.21085016895085573) | > loss_disc_real_3: 0.25503143668174744 (0.22867435705848038) | > loss_disc_real_4: 0.228310227394104 (0.23107316344976425) | > loss_disc_real_5: 0.2112886607646942 (0.2232851746957749) | > loss_0: 2.3427417278289795 (2.3443485945463176) | > grad_norm_0: tensor(12.1446, device='cuda:0') (tensor(10.5965, device='cuda:0')) | > loss_gen: 2.4858574867248535 (2.4927093572914605) | > loss_kl: 1.8428672552108765 (1.8833283986896276) | > loss_feat: 6.9061279296875 (7.051648385822773) | > loss_mel: 17.818416595458984 (18.14068901538849) | > loss_duration: 2.012101173400879 (2.035195205360651) | > loss_1: 31.06536865234375 (31.603570103645325) | > grad_norm_1: tensor(121.2007, device='cuda:0') (tensor(106.5341, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3747 (0.37292496860027313) | > loader_time: 0.004 (0.003579098731279373)  --> TIME: 2024-06-11 08:57:47 -- STEP: 89/330 -- GLOBAL_STEP: 222400 | > loss_disc: 2.312138795852661 (2.3409820165526996) | > loss_disc_real_0: 0.0996766984462738 (0.10875797121042616) | > loss_disc_real_1: 0.1880868375301361 (0.19749863278330043) | > loss_disc_real_2: 0.23085643351078033 (0.21153714918018726) | > loss_disc_real_3: 0.215948224067688 (0.22896501020099339) | > loss_disc_real_4: 0.22322824597358704 (0.23057289203900969) | > loss_disc_real_5: 0.22523920238018036 (0.2215293532007196) | > loss_0: 2.312138795852661 (2.3409820165526996) | > grad_norm_0: tensor(10.2459, device='cuda:0') (tensor(12.0597, device='cuda:0')) | > loss_gen: 2.4884836673736572 (2.4910213250792426) | > loss_kl: 1.9126254320144653 (1.8773383893323747) | > loss_feat: 6.929137229919434 (7.094259867507421) | > loss_mel: 18.084186553955078 (18.130543483776986) | > loss_duration: 2.0513479709625244 (2.0272692120477056) | > loss_1: 31.46578025817871 (31.620432092902366) | > grad_norm_1: tensor(128.0621, device='cuda:0') (tensor(138.5789, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3873 (0.371989204642478) | > loader_time: 0.0038 (0.0036510456813855117)  --> TIME: 2024-06-11 08:57:56 -- STEP: 114/330 -- GLOBAL_STEP: 222425 | > loss_disc: 2.353226661682129 (2.3331203565262912) | > loss_disc_real_0: 0.1282019317150116 (0.10817430919983931) | > loss_disc_real_1: 0.22833791375160217 (0.1971213867266973) | > loss_disc_real_2: 0.23988661170005798 (0.21158296209678315) | > loss_disc_real_3: 0.20024661719799042 (0.22860548344620488) | > loss_disc_real_4: 0.22500894963741302 (0.22923146005262407) | > loss_disc_real_5: 0.22173559665679932 (0.2200003370904086) | > loss_0: 2.353226661682129 (2.3331203565262912) | > grad_norm_0: tensor(37.6065, device='cuda:0') (tensor(14.7939, device='cuda:0')) | > loss_gen: 2.682703971862793 (2.5086143999768975) | > loss_kl: 1.8591667413711548 (1.8768689663786637) | > loss_feat: 7.294310569763184 (7.174735533563714) | > loss_mel: 18.559471130371094 (18.107375563236698) | > loss_duration: 2.049441337585449 (2.027649634762815) | > loss_1: 32.44509506225586 (31.695244002760504) | > grad_norm_1: tensor(381.5097, device='cuda:0') (tensor(174.9055, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3667 (0.37158278205938505) | > loader_time: 0.0041 (0.0037316857722767614)  --> TIME: 2024-06-11 08:58:06 -- STEP: 139/330 -- GLOBAL_STEP: 222450 | > loss_disc: 2.5173463821411133 (2.340028438636725) | > loss_disc_real_0: 0.186415433883667 (0.11001611195451064) | > loss_disc_real_1: 0.21419952809810638 (0.1984397336947832) | > loss_disc_real_2: 0.19789260625839233 (0.21258873358476077) | > loss_disc_real_3: 0.22934949398040771 (0.22904509466757877) | > loss_disc_real_4: 0.21239784359931946 (0.2289140601809934) | > loss_disc_real_5: 0.24025475978851318 (0.2204909394327685) | > loss_0: 2.5173463821411133 (2.340028438636725) | > grad_norm_0: tensor(65.9535, device='cuda:0') (tensor(17.8956, device='cuda:0')) | > loss_gen: 2.424508571624756 (2.5062710295478214) | > loss_kl: 1.8149685859680176 (1.8742798669732732) | > loss_feat: 7.429356098175049 (7.1521011771058) | > loss_mel: 17.942659378051758 (18.11756337117805) | > loss_duration: 2.0962934494018555 (2.0316800307884493) | > loss_1: 31.707786560058594 (31.681895427566637) | > grad_norm_1: tensor(412.6393, device='cuda:0') (tensor(192.5728, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3722 (0.3719143713120934) | > loader_time: 0.0042 (0.0038300778368394153)  --> TIME: 2024-06-11 08:58:16 -- STEP: 164/330 -- GLOBAL_STEP: 222475 | > loss_disc: 2.366211175918579 (2.339638147412277) | > loss_disc_real_0: 0.12237399816513062 (0.11076600795112006) | > loss_disc_real_1: 0.1947539895772934 (0.1982799890201266) | > loss_disc_real_2: 0.20006456971168518 (0.21302129700779915) | > loss_disc_real_3: 0.25030091404914856 (0.22895571116994068) | > loss_disc_real_4: 0.22217248380184174 (0.2281561075914197) | > loss_disc_real_5: 0.21871361136436462 (0.22011503659007026) | > loss_0: 2.366211175918579 (2.339638147412277) | > grad_norm_0: tensor(33.6572, device='cuda:0') (tensor(19.7048, device='cuda:0')) | > loss_gen: 2.4289345741271973 (2.5112464224419937) | > loss_kl: 2.0246212482452393 (1.883877314445449) | > loss_feat: 6.4747114181518555 (7.1696601960717175) | > loss_mel: 17.110519409179688 (18.111116211588783) | > loss_duration: 2.124555826187134 (2.034274535208214) | > loss_1: 30.163341522216797 (31.710174595437397) | > grad_norm_1: tensor(285.1932, device='cuda:0') (tensor(213.6553, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.3896 (0.3732545768342367) | > loader_time: 0.0044 (0.003930599224276659)  --> TIME: 2024-06-11 08:58:26 -- STEP: 189/330 -- GLOBAL_STEP: 222500 | > loss_disc: 2.2243967056274414 (2.3389316160212115) | > loss_disc_real_0: 0.053792476654052734 (0.11043435644614634) | > loss_disc_real_1: 0.18214046955108643 (0.19842453040773905) | > loss_disc_real_2: 0.21139313280582428 (0.21313281467667333) | > loss_disc_real_3: 0.23937027156352997 (0.22887941280370036) | > loss_disc_real_4: 0.18637627363204956 (0.2279069828924048) | > loss_disc_real_5: 0.18770702183246613 (0.22047134689868442) | > loss_0: 2.2243967056274414 (2.3389316160212115) | > grad_norm_0: tensor(9.7141, device='cuda:0') (tensor(21.3179, device='cuda:0')) | > loss_gen: 2.6479592323303223 (2.5211115501545085) | > loss_kl: 1.8767728805541992 (1.885519997783439) | > loss_feat: 7.472480297088623 (7.1889749733859265) | > loss_mel: 17.821157455444336 (18.106511777040197) | > loss_duration: 2.1228814125061035 (2.041040845018216) | > loss_1: 31.94124984741211 (31.743159067063104) | > grad_norm_1: tensor(231.4373, device='cuda:0') (tensor(232.2607, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.4059 (0.37510868985816914) | > loader_time: 0.0049 (0.004052679374735192) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_222500.pth  --> TIME: 2024-06-11 08:58:41 -- STEP: 214/330 -- GLOBAL_STEP: 222525 | > loss_disc: 2.2325851917266846 (2.337239562908066) | > loss_disc_real_0: 0.06156354397535324 (0.11029718078185465) | > loss_disc_real_1: 0.19863294064998627 (0.19815504355965374) | > loss_disc_real_2: 0.23092950880527496 (0.21319587765453019) | > loss_disc_real_3: 0.21401822566986084 (0.22921242119274407) | > loss_disc_real_4: 0.2139149010181427 (0.22766629495074817) | > loss_disc_real_5: 0.23447906970977783 (0.22097011704311192) | > loss_0: 2.2325851917266846 (2.337239562908066) | > grad_norm_0: tensor(25.7351, device='cuda:0') (tensor(23.5012, device='cuda:0')) | > loss_gen: 2.6799511909484863 (2.5303950632844017) | > loss_kl: 1.8400509357452393 (1.8912114066498302) | > loss_feat: 7.245182991027832 (7.21168299033263) | > loss_mel: 18.02153778076172 (18.07352281730866) | > loss_duration: 2.1466639041900635 (2.048006858224067) | > loss_1: 31.933385848999023 (31.75481906783915) | > grad_norm_1: tensor(533.4827, device='cuda:0') (tensor(259.5407, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.4152 (0.3808538011301344) | > loader_time: 0.0055 (0.004189925773121484)  --> TIME: 2024-06-11 08:58:52 -- STEP: 239/330 -- GLOBAL_STEP: 222550 | > loss_disc: 2.1948461532592773 (2.34094197281235) | > loss_disc_real_0: 0.05413377285003662 (0.11304633472130389) | > loss_disc_real_1: 0.22029626369476318 (0.1984029962802033) | > loss_disc_real_2: 0.21256043016910553 (0.2131739273106204) | > loss_disc_real_3: 0.22299441695213318 (0.22891635905998023) | > loss_disc_real_4: 0.20906253159046173 (0.22690034311685603) | > loss_disc_real_5: 0.19047695398330688 (0.22069945083502446) | > loss_0: 2.1948461532592773 (2.34094197281235) | > grad_norm_0: tensor(32.3106, device='cuda:0') (tensor(27.5471, device='cuda:0')) | > loss_gen: 2.5758605003356934 (2.5300757216609173) | > loss_kl: 1.920657992362976 (1.8948874338900195) | > loss_feat: 7.977965831756592 (7.206173196497323) | > loss_mel: 17.938995361328125 (18.03526212780047) | > loss_duration: 2.084764242172241 (2.0562210147849695) | > loss_1: 32.49824523925781 (31.722619427796687) | > grad_norm_1: tensor(443.5030, device='cuda:0') (tensor(278.7781, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.4329 (0.3862730449213643) | > loader_time: 0.0061 (0.0043433171435878866)  --> TIME: 2024-06-11 08:59:03 -- STEP: 264/330 -- GLOBAL_STEP: 222575 | > loss_disc: 2.2893447875976562 (2.343008117242294) | > loss_disc_real_0: 0.15865115821361542 (0.11406591689834993) | > loss_disc_real_1: 0.19174285233020782 (0.19855535933465668) | > loss_disc_real_2: 0.21086660027503967 (0.21317691316433024) | > loss_disc_real_3: 0.2757817208766937 (0.2290008586803169) | > loss_disc_real_4: 0.26007434725761414 (0.2277120750284556) | > loss_disc_real_5: 0.2306274026632309 (0.22080962845321858) | > loss_0: 2.2893447875976562 (2.343008117242294) | > grad_norm_0: tensor(20.3989, device='cuda:0') (tensor(29.1747, device='cuda:0')) | > loss_gen: 2.738550901412964 (2.532413824038072) | > loss_kl: 1.8149325847625732 (1.899207896806977) | > loss_feat: 7.356608867645264 (7.2091412056576125) | > loss_mel: 17.34078598022461 (18.001765150012393) | > loss_duration: 2.1827139854431152 (2.0637319824009226) | > loss_1: 31.433591842651367 (31.706260002020635) | > grad_norm_1: tensor(609.9846, device='cuda:0') (tensor(291.8101, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.4342 (0.3903208709124363) | > loader_time: 0.0063 (0.004493506568850893)  --> TIME: 2024-06-11 08:59:14 -- STEP: 289/330 -- GLOBAL_STEP: 222600 | > loss_disc: 2.343865156173706 (2.343109931912803) | > loss_disc_real_0: 0.11574530601501465 (0.11410246418215411) | > loss_disc_real_1: 0.16199226677417755 (0.19853220653162695) | > loss_disc_real_2: 0.21485522389411926 (0.2130699443363401) | > loss_disc_real_3: 0.22170451283454895 (0.22880566470763264) | > loss_disc_real_4: 0.2116534411907196 (0.2274530921840338) | > loss_disc_real_5: 0.22357487678527832 (0.22048113508001743) | > loss_0: 2.343865156173706 (2.343109931912803) | > grad_norm_0: tensor(24.1610, device='cuda:0') (tensor(29.0137, device='cuda:0')) | > loss_gen: 2.456369400024414 (2.5261014052328354) | > loss_kl: 1.9397629499435425 (1.9053101820104263) | > loss_feat: 7.438102722167969 (7.211909388175884) | > loss_mel: 16.979015350341797 (17.96276266104622) | > loss_duration: 2.2305972576141357 (2.072901315342596) | > loss_1: 31.043846130371094 (31.678984856523034) | > grad_norm_1: tensor(129.1189, device='cuda:0') (tensor(294.2809, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.4639 (0.395387774107778) | > loader_time: 0.0059 (0.004622541084421547)  --> TIME: 2024-06-11 08:59:27 -- STEP: 314/330 -- GLOBAL_STEP: 222625 | > loss_disc: 2.4562714099884033 (2.344824752230555) | > loss_disc_real_0: 0.2214546501636505 (0.1151864270495761) | > loss_disc_real_1: 0.2128702849149704 (0.19894869763190579) | > loss_disc_real_2: 0.22111926972866058 (0.21298294580855948) | > loss_disc_real_3: 0.256044864654541 (0.2287906263569358) | > loss_disc_real_4: 0.2706487476825714 (0.22773650174687626) | > loss_disc_real_5: 0.24431006610393524 (0.22038756458053163) | > loss_0: 2.4562714099884033 (2.344824752230555) | > grad_norm_0: tensor(37.0679, device='cuda:0') (tensor(28.5339, device='cuda:0')) | > loss_gen: 2.4810426235198975 (2.521351541683172) | > loss_kl: 1.956275463104248 (1.9084600407606478) | > loss_feat: 6.195698261260986 (7.215660975996855) | > loss_mel: 16.291187286376953 (17.915229414678677) | > loss_duration: 2.2595460414886475 (2.085313240813602) | > loss_1: 29.18375015258789 (31.64601515508761) | > grad_norm_1: tensor(444.5341, device='cuda:0') (tensor(295.7559, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.5284 (0.4040605368887543) | > loader_time: 0.0085 (0.004835570693775347)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6215527057647705 (2.6215527057647705) | > loss_disc_real_0: 0.11214255541563034 (0.11214255541563034) | > loss_disc_real_1: 0.2522503137588501 (0.2522503137588501) | > loss_disc_real_2: 0.27376893162727356 (0.27376893162727356) | > loss_disc_real_3: 0.2827956974506378 (0.2827956974506378) | > loss_disc_real_4: 0.2511022984981537 (0.2511022984981537) | > loss_disc_real_5: 0.26800981163978577 (0.26800981163978577) | > loss_0: 2.6215527057647705 (2.6215527057647705) | > loss_gen: 2.3329169750213623 (2.3329169750213623) | > loss_kl: 1.7942224740982056 (1.7942224740982056) | > loss_feat: 5.2099995613098145 (5.2099995613098145) | > loss_mel: 15.665271759033203 (15.665271759033203) | > loss_duration: 2.81088924407959 (2.81088924407959) | > loss_1: 27.81330108642578 (27.81330108642578)  --> STEP: 1 | > loss_disc: 2.1249382495880127 (2.1249382495880127) | > loss_disc_real_0: 0.062195248901844025 (0.062195248901844025) | > loss_disc_real_1: 0.20258817076683044 (0.20258817076683044) | > loss_disc_real_2: 0.15210387110710144 (0.15210387110710144) | > loss_disc_real_3: 0.22542619705200195 (0.22542619705200195) | > loss_disc_real_4: 0.17287704348564148 (0.17287704348564148) | > loss_disc_real_5: 0.15926171839237213 (0.15926171839237213) | > loss_0: 2.1249382495880127 (2.1249382495880127) | > loss_gen: 2.343916893005371 (2.343916893005371) | > loss_kl: 2.2114152908325195 (2.2114152908325195) | > loss_feat: 7.479062080383301 (7.479062080383301) | > loss_mel: 18.727535247802734 (18.727535247802734) | > loss_duration: 2.4291088581085205 (2.4291088581085205) | > loss_1: 33.191036224365234 (33.191036224365234)  --> STEP: 2 | > loss_disc: 2.291002035140991 (2.207970142364502) | > loss_disc_real_0: 0.08103172481060028 (0.07161348685622215) | > loss_disc_real_1: 0.2852557897567749 (0.24392198026180267) | > loss_disc_real_2: 0.1663249433040619 (0.15921440720558167) | > loss_disc_real_3: 0.2946876287460327 (0.26005691289901733) | > loss_disc_real_4: 0.2097199708223343 (0.19129850715398788) | > loss_disc_real_5: 0.20760726928710938 (0.18343449383974075) | > loss_0: 2.291002035140991 (2.207970142364502) | > loss_gen: 2.394543409347534 (2.3692301511764526) | > loss_kl: 3.0511693954467773 (2.6312923431396484) | > loss_feat: 5.900985240936279 (6.69002366065979) | > loss_mel: 18.491077423095703 (18.60930633544922) | > loss_duration: 2.480973720550537 (2.455041289329529) | > loss_1: 32.318748474121094 (32.754892349243164)  --> STEP: 3 | > loss_disc: 2.3026657104492188 (2.239535331726074) | > loss_disc_real_0: 0.03858346492052078 (0.060603479544321694) | > loss_disc_real_1: 0.1636447161436081 (0.21716289222240448) | > loss_disc_real_2: 0.13894321024417877 (0.1524573415517807) | > loss_disc_real_3: 0.18438318371772766 (0.23483233650525412) | > loss_disc_real_4: 0.23384952545166016 (0.20548217991987863) | > loss_disc_real_5: 0.27344149351119995 (0.21343682706356049) | > loss_0: 2.3026657104492188 (2.239535331726074) | > loss_gen: 2.1188666820526123 (2.285775661468506) | > loss_kl: 2.3780977725982666 (2.546894152959188) | > loss_feat: 5.791302680969238 (6.3904500007629395) | > loss_mel: 17.82213020324707 (18.346914291381836) | > loss_duration: 2.3015120029449463 (2.403864860534668) | > loss_1: 30.411909103393555 (31.97389793395996)  --> STEP: 4 | > loss_disc: 2.4126017093658447 (2.282801926136017) | > loss_disc_real_0: 0.12708492577075958 (0.07722384110093117) | > loss_disc_real_1: 0.17981593310832977 (0.2078261524438858) | > loss_disc_real_2: 0.1867879331111908 (0.16103998944163322) | > loss_disc_real_3: 0.23736341297626495 (0.23546510562300682) | > loss_disc_real_4: 0.2243831306695938 (0.21020741760730743) | > loss_disc_real_5: 0.25768882036209106 (0.22449982538819313) | > loss_0: 2.4126017093658447 (2.282801926136017) | > loss_gen: 2.2683701515197754 (2.2814242839813232) | > loss_kl: 2.6720049381256104 (2.5781718492507935) | > loss_feat: 6.610043525695801 (6.445348381996155) | > loss_mel: 16.501649856567383 (17.885598182678223) | > loss_duration: 2.276561737060547 (2.3720390796661377) | > loss_1: 30.328630447387695 (31.562581062316895)  --> STEP: 5 | > loss_disc: 2.4239554405212402 (2.3110326290130616) | > loss_disc_real_0: 0.16719600558280945 (0.09521827399730683) | > loss_disc_real_1: 0.18832091987133026 (0.20392510592937468) | > loss_disc_real_2: 0.1919010430574417 (0.16721220016479493) | > loss_disc_real_3: 0.17118877172470093 (0.22260983884334565) | > loss_disc_real_4: 0.16528090834617615 (0.20122211575508117) | > loss_disc_real_5: 0.16122405230998993 (0.21184467077255248) | > loss_0: 2.4239554405212402 (2.3110326290130616) | > loss_gen: 2.0286242961883545 (2.2308642864227295) | > loss_kl: 2.4124326705932617 (2.545024013519287) | > loss_feat: 6.3209309577941895 (6.420464897155762) | > loss_mel: 19.419055938720703 (18.192289733886717) | > loss_duration: 2.3886969089508057 (2.375370645523071) | > loss_1: 32.569740295410156 (31.76401290893555)  --> STEP: 6 | > loss_disc: 2.2736358642578125 (2.3047998348871865) | > loss_disc_real_0: 0.08036406338214874 (0.09274257222811381) | > loss_disc_real_1: 0.11877679079771042 (0.1897337200740973) | > loss_disc_real_2: 0.16342315077781677 (0.1665806919336319) | > loss_disc_real_3: 0.20415836572647095 (0.21953459332386652) | > loss_disc_real_4: 0.22199903428554535 (0.20468493551015854) | > loss_disc_real_5: 0.19724781811237335 (0.20941186199585596) | > loss_0: 2.2736358642578125 (2.3047998348871865) | > loss_gen: 2.0716779232025146 (2.204333225886027) | > loss_kl: 3.0378642082214355 (2.627164045969645) | > loss_feat: 6.2034382820129395 (6.384293794631958) | > loss_mel: 20.46844482421875 (18.571648915608723) | > loss_duration: 2.1688082218170166 (2.3409435749053955) | > loss_1: 33.950233459472656 (32.128383000691734)  --> STEP: 7 | > loss_disc: 2.242306709289551 (2.295872245516096) | > loss_disc_real_0: 0.09624487161636353 (0.09324290071214948) | > loss_disc_real_1: 0.23589485883712769 (0.19632816846881593) | > loss_disc_real_2: 0.21708399057388306 (0.17379544888223922) | > loss_disc_real_3: 0.2164178043603897 (0.21908933775765554) | > loss_disc_real_4: 0.2241775244474411 (0.20746959107262747) | > loss_disc_real_5: 0.17818666994571686 (0.2049511202744075) | > loss_0: 2.242306709289551 (2.295872245516096) | > loss_gen: 2.278144121170044 (2.2148776394980296) | > loss_kl: 3.6523866653442383 (2.7736244201660156) | > loss_feat: 4.861281871795654 (6.1667206627982) | > loss_mel: 17.22909927368164 (18.37985610961914) | > loss_duration: 2.483616352081299 (2.3613254002162387) | > loss_1: 30.504528045654297 (31.89640372140067)  --> STEP: 8 | > loss_disc: 2.4248766899108887 (2.311997801065445) | > loss_disc_real_0: 0.14516276121139526 (0.0997328832745552) | > loss_disc_real_1: 0.15317043662071228 (0.19093345198780298) | > loss_disc_real_2: 0.1896444708108902 (0.17577657662332058) | > loss_disc_real_3: 0.27123603224754333 (0.22560767456889153) | > loss_disc_real_4: 0.21784290671348572 (0.20876625552773476) | > loss_disc_real_5: 0.16995102167129517 (0.20057610794901848) | > loss_0: 2.4248766899108887 (2.311997801065445) | > loss_gen: 2.2130532264709473 (2.214649587869644) | > loss_kl: 2.518990993499756 (2.741795241832733) | > loss_feat: 8.646132469177246 (6.476647138595581) | > loss_mel: 19.148386001586914 (18.475922346115112) | > loss_duration: 2.236926555633545 (2.345775544643402) | > loss_1: 34.76348876953125 (32.25478935241699)  --> STEP: 9 | > loss_disc: 2.607658624649048 (2.3448490036858454) | > loss_disc_real_0: 0.12618759274482727 (0.10267229543791877) | > loss_disc_real_1: 0.4158232510089874 (0.21592120743460125) | > loss_disc_real_2: 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loss_disc_real_5: 0.25367099046707153 (0.20234315097332) | > loss_0: 2.3374979496002197 (2.344113898277283) | > loss_gen: 2.536929130554199 (2.24706654548645) | > loss_kl: 2.1414146423339844 (2.6487534761428835) | > loss_feat: 7.4280290603637695 (6.691425848007202) | > loss_mel: 19.376256942749023 (18.568011474609374) | > loss_duration: 2.318793296813965 (2.322464656829834) | > loss_1: 33.80142593383789 (32.477721786499025)  --> STEP: 11 | > loss_disc: 2.62782621383667 (2.3699059269644995) | > loss_disc_real_0: 0.10508300364017487 (0.105054187503728) | > loss_disc_real_1: 0.2805411219596863 (0.21937170286070218) | > loss_disc_real_2: 0.30729255080223083 (0.19598832455548373) | > loss_disc_real_3: 0.20593978464603424 (0.2266970710320906) | > loss_disc_real_4: 0.21643513441085815 (0.21573850918899884) | > loss_disc_real_5: 0.22993464767932892 (0.20485146885568445) | > loss_0: 2.62782621383667 (2.3699059269644995) | > loss_gen: 2.1489486694335938 (2.238146738572554) | > loss_kl: 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(2.3311542868614192) | > loss_1: 32.72325134277344 (32.44095007578532)  --> STEP: 13 | > loss_disc: 2.2828567028045654 (2.383683002912081) | > loss_disc_real_0: 0.07088543474674225 (0.09928808647852677) | > loss_disc_real_1: 0.27744728326797485 (0.22697138499755126) | > loss_disc_real_2: 0.20532141625881195 (0.19821320818020746) | > loss_disc_real_3: 0.22122082114219666 (0.2270999917617211) | > loss_disc_real_4: 0.25629520416259766 (0.22206827883537) | > loss_disc_real_5: 0.19384580850601196 (0.21631758144268623) | > loss_0: 2.2828567028045654 (2.383683002912081) | > loss_gen: 2.405898094177246 (2.255424426152156) | > loss_kl: 2.8180320262908936 (2.70146212211022) | > loss_feat: 6.881056785583496 (6.640527321742131) | > loss_mel: 18.29259490966797 (18.53451919555664) | > loss_duration: 2.253214120864868 (2.325158889477069) | > loss_1: 32.65079879760742 (32.45709228515625)  --> STEP: 14 | > loss_disc: 2.3146746158599854 (2.3787538324083597) | > loss_disc_real_0: 0.07727279514074326 (0.0977155656686851) | > loss_disc_real_1: 0.17368313670158386 (0.2231650815478393) | > loss_disc_real_2: 0.1989756077528 (0.1982676652925355) | > loss_disc_real_3: 0.20537851750850677 (0.2255484578864915) | > loss_disc_real_4: 0.20812174677848816 (0.22107209797416413) | > loss_disc_real_5: 0.19669710099697113 (0.21491611855370657) | > loss_0: 2.3146746158599854 (2.3787538324083597) | > loss_gen: 2.260314702987671 (2.255773731640407) | > loss_kl: 3.6806042194366455 (2.771400843347822) | > loss_feat: 7.248096466064453 (6.683925117765154) | > loss_mel: 19.82648468017578 (18.626802444458008) | > loss_duration: 2.337392807006836 (2.3260327407291954) | > loss_1: 35.35289001464844 (32.663934980119976)  --> STEP: 15 | > loss_disc: 2.214750289916992 (2.367820262908935) | > loss_disc_real_0: 0.1540244072675705 (0.10146948844194412) | > loss_disc_real_1: 0.17696303129196167 (0.22008494486411412) | > loss_disc_real_2: 0.16697250306606293 (0.196181321144104) | > loss_disc_real_3: 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30.382991790771484 (32.76141611735026)  --> STEP: 19 | > loss_disc: 2.6320629119873047 (2.391425308428312) | > loss_disc_real_0: 0.17721721529960632 (0.10567920968720787) | > loss_disc_real_1: 0.23264597356319427 (0.21999914983385488) | > loss_disc_real_2: 0.2305464893579483 (0.20073143353587702) | > loss_disc_real_3: 0.24193120002746582 (0.22435249623499418) | > loss_disc_real_4: 0.3100162446498871 (0.22141866229082408) | > loss_disc_real_5: 0.3806071877479553 (0.22448553772349106) | > loss_0: 2.6320629119873047 (2.391425308428312) | > loss_gen: 2.25211238861084 (2.2630418225338587) | > loss_kl: 2.291210412979126 (2.714604929873818) | > loss_feat: 4.186736583709717 (6.890310864699514) | > loss_mel: 16.702333450317383 (18.299388283177425) | > loss_duration: 2.3449134826660156 (2.3317485608552624) | > loss_1: 27.777305603027344 (32.49909451133326)  --> STEP: 20 | > loss_disc: 2.5191335678100586 (2.3978107213973994) | > loss_disc_real_0: 0.1227254867553711 (0.10653152354061604) | > loss_disc_real_1: 0.19298872351646423 (0.21864862851798533) | > loss_disc_real_2: 0.2089608907699585 (0.2011429063975811) | > loss_disc_real_3: 0.18222783505916595 (0.22224626317620277) | > loss_disc_real_4: 0.2568667232990265 (0.2231910653412342) | > loss_disc_real_5: 0.30637356638908386 (0.22857993915677072) | > loss_0: 2.5191335678100586 (2.3978107213973994) | > loss_gen: 2.0572474002838135 (2.2527521014213567) | > loss_kl: 2.2741193771362305 (2.6925806522369387) | > loss_feat: 5.205192565917969 (6.806054949760437) | > loss_mel: 16.0133113861084 (18.185084438323976) | > loss_duration: 2.3221423625946045 (2.3312682509422293) | > loss_1: 27.872011184692383 (32.267740345001215)  --> STEP: 21 | > loss_disc: 2.0653414726257324 (2.381978852408272) | > loss_disc_real_0: 0.10906017571687698 (0.10665193554900941) | > loss_disc_real_1: 0.17819558084011078 (0.21672229291427703) | > loss_disc_real_2: 0.20415008068084717 (0.2012861051729747) | > loss_disc_real_3: 0.20699544250965118 (0.2215200336206527) | > loss_disc_real_4: 0.16931772232055664 (0.22062566805453526) | > loss_disc_real_5: 0.1762664020061493 (0.22608881834007444) | > loss_0: 2.0653414726257324 (2.381978852408272) | > loss_gen: 2.4497222900390625 (2.2621316342126763) | > loss_kl: 2.249075412750244 (2.6714613551185247) | > loss_feat: 6.528791427612305 (6.79285192489624) | > loss_mel: 17.48786163330078 (18.15188335237049) | > loss_duration: 2.18158221244812 (2.324140344347272) | > loss_1: 30.897031784057617 (32.202468508765804)  --> STEP: 22 | > loss_disc: 2.4127511978149414 (2.383377595381303) | > loss_disc_real_0: 0.11151123046875 (0.10687281259081581) | > loss_disc_real_1: 0.26371657848358154 (0.21885839680379088) | > loss_disc_real_2: 0.23235565423965454 (0.20269835740327835) | > loss_disc_real_3: 0.2263071984052658 (0.2217376320199533) | > loss_disc_real_4: 0.211778461933136 (0.22022352232174439) | > loss_disc_real_5: 0.24117843806743622 (0.22677471014586362) | > loss_0: 2.4127511978149414 (2.383377595381303) | > loss_gen: 2.501805067062378 (2.27302588116039) | > loss_kl: 2.1606736183166504 (2.6482437307184394) | > loss_feat: 7.861523628234863 (6.841427911411632) | > loss_mel: 18.44663429260254 (18.165281122381035) | > loss_duration: 2.1882379055023193 (2.3179629607634102) | > loss_1: 33.15887451171875 (32.24594150890003)  --> STEP: 23 | > loss_disc: 2.3506665229797363 (2.381955374842104) | > loss_disc_real_0: 0.09771358966827393 (0.10647458550722702) | > loss_disc_real_1: 0.1643473356962204 (0.2164883506686791) | > loss_disc_real_2: 0.15485890209674835 (0.20061838108560312) | > loss_disc_real_3: 0.25321128964424133 (0.22310605191666147) | > loss_disc_real_4: 0.16994360089302063 (0.2180374387813651) | > loss_disc_real_5: 0.23448729515075684 (0.22711003992868506) | > loss_0: 2.3506665229797363 (2.381955374842104) | > loss_gen: 2.0208828449249268 (2.2620631404545004) | > loss_kl: 2.6583642959594727 (2.6486837552941362) | > loss_feat: 6.377832412719727 (6.82127158538155) | > loss_mel: 17.509031295776367 (18.13674852122431) | > loss_duration: 2.2738771438598633 (2.31604618611543) | > loss_1: 30.839988708496094 (32.184813126273774)  --> STEP: 24 | > loss_disc: 2.5215418338775635 (2.3877714773019147) | > loss_disc_real_0: 0.14446714520454407 (0.10805760882794857) | > loss_disc_real_1: 0.2704469561576843 (0.21873662589738765) | > loss_disc_real_2: 0.22296565771102905 (0.20154951761166254) | > loss_disc_real_3: 0.2495797723531723 (0.2242091236015161) | > loss_disc_real_4: 0.2193438857793808 (0.21809187407294908) | > loss_disc_real_5: 0.22943800687789917 (0.22720703855156898) | > loss_0: 2.5215418338775635 (2.3877714773019147) | > loss_gen: 2.237488269805908 (2.2610391875108093) | > loss_kl: 2.6845133304595947 (2.6501766542593637) | > loss_feat: 7.495917797088623 (6.849381844202678) | > loss_mel: 18.688627243041992 (18.159743467966713) | > loss_duration: 2.4586353302001953 (2.321987400452295) | > loss_1: 33.565181732177734 (32.242328484853104)  --> STEP: 25 | > loss_disc: 2.4154672622680664 (2.388879308700561) | > loss_disc_real_0: 0.05254139006137848 (0.10583696007728577) | > loss_disc_real_1: 0.21023327112197876 (0.21839649170637132) | > loss_disc_real_2: 0.16922979056835175 (0.20025672852993012) | > loss_disc_real_3: 0.2243807166814804 (0.22421598732471465) | > loss_disc_real_4: 0.20243890583515167 (0.2174657553434372) | > loss_disc_real_5: 0.2172461599111557 (0.22680860340595246) | > loss_0: 2.4154672622680664 (2.388879308700561) | > loss_gen: 2.1330268383026123 (2.2559186935424815) | > loss_kl: 2.696382761001587 (2.652024898529053) | > loss_feat: 8.029176712036133 (6.896573638916015) | > loss_mel: 17.67989158630371 (18.140549392700194) | > loss_duration: 2.3585405349731445 (2.3234495258331287) | > loss_1: 32.89701843261719 (32.26851608276367)  --> STEP: 26 | > loss_disc: 2.5831832885742188 (2.3963525386957016) | > loss_disc_real_0: 0.11570948362350464 (0.10621667252137111) | > loss_disc_real_1: 0.19320911169052124 (0.2174277463211463) | > loss_disc_real_2: 0.15862853825092316 (0.19865564428842986) | > loss_disc_real_3: 0.15766777098178864 (0.22165644054229444) | > loss_disc_real_4: 0.12090097367763519 (0.2137517252793679) | > loss_disc_real_5: 0.19039899110794067 (0.22540823370218277) | > loss_0: 2.5831832885742188 (2.3963525386957016) | > loss_gen: 1.8665897846221924 (2.240944504737855) | > loss_kl: 2.456380844116211 (2.644500127205482) | > loss_feat: 11.053022384643555 (7.056437052213228) | > loss_mel: 18.909587860107422 (18.17012779529278) | > loss_duration: 2.3018007278442383 (2.322616879756633) | > loss_1: 36.587379455566406 (32.43462621248685) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025407534379225517 (+5.082900707538375e-05) | > avg_loss_disc: 2.3963525386957016 (-0.07649535399216933) | > avg_loss_disc_real_0: 0.10621667252137111 (-0.010616220533847809) | > avg_loss_disc_real_1: 0.2174277463211463 (-0.03147308041269967) | > avg_loss_disc_real_2: 0.19865564428842986 (-0.04934631746548873) | > avg_loss_disc_real_3: 0.22165644054229444 (-0.02454062952445102) | > avg_loss_disc_real_4: 0.2137517252793679 (-0.04254203117810765) | > avg_loss_disc_real_5: 0.22540823370218277 (-0.010280476739773392) | > avg_loss_0: 2.3963525386957016 (-0.07649535399216933) | > avg_loss_gen: 2.240944504737855 (-0.10280948418837221) | > avg_loss_kl: 2.644500127205482 (+0.0758885970482468) | > avg_loss_feat: 7.056437052213228 (+0.42521584950960545) | > avg_loss_mel: 18.17012779529278 (+0.6495168025676961) | > avg_loss_duration: 2.322616879756633 (+0.011557927498449416) | > avg_loss_1: 32.43462621248685 (+1.0593690872192312)  > EPOCH: 408/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 08:59:56)   --> TIME: 2024-06-11 09:00:00 -- STEP: 9/330 -- GLOBAL_STEP: 222650 | > loss_disc: 2.375502109527588 (2.3252579900953503) | > loss_disc_real_0: 0.0864829421043396 (0.1052084474100007) | > loss_disc_real_1: 0.20212635397911072 (0.1853652579916848) | > loss_disc_real_2: 0.21012796461582184 (0.21075180172920227) | > loss_disc_real_3: 0.23892995715141296 (0.22504133813911015) | > loss_disc_real_4: 0.21338142454624176 (0.2260908070537779) | > loss_disc_real_5: 0.22297388315200806 (0.216095303495725) | > loss_0: 2.375502109527588 (2.3252579900953503) | > grad_norm_0: tensor(4.8336, device='cuda:0') (tensor(6.5057, device='cuda:0')) | > loss_gen: 2.4750423431396484 (2.4612351258595786) | > loss_kl: 1.889440894126892 (1.914741767777337) | > loss_feat: 6.933786869049072 (7.0931806564331055) | > loss_mel: 18.984416961669922 (18.810806274414062) | > loss_duration: 2.124680757522583 (2.1910539203219943) | > loss_1: 32.40736770629883 (32.471016777886284) | > grad_norm_1: tensor(47.9334, device='cuda:0') (tensor(102.2522, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3472 (0.3537322415245904) | > loader_time: 0.0028 (0.0031010574764675563)  --> TIME: 2024-06-11 09:00:09 -- STEP: 34/330 -- GLOBAL_STEP: 222675 | > loss_disc: 2.248643636703491 (2.3227372309740852) | > loss_disc_real_0: 0.09230072796344757 (0.10714995532351382) | > loss_disc_real_1: 0.16723035275936127 (0.19403252575327368) | > loss_disc_real_2: 0.18544480204582214 (0.21025406130973032) | > loss_disc_real_3: 0.21705377101898193 (0.2268481938277974) | > loss_disc_real_4: 0.22083885967731476 (0.2269151609610109) | > loss_disc_real_5: 0.19433671236038208 (0.21890308094375274) | > loss_0: 2.248643636703491 (2.3227372309740852) | > grad_norm_0: tensor(28.9427, device='cuda:0') (tensor(11.4419, device='cuda:0')) | > loss_gen: 2.59814453125 (2.51547969790066) | > loss_kl: 2.4204177856445312 (1.8776564282529495) | > loss_feat: 7.426931858062744 (7.263761576484232) | > loss_mel: 17.99198341369629 (18.448493284337665) | > loss_duration: 2.078665256500244 (2.0723369261797737) | > loss_1: 32.516143798828125 (32.17772753098432) | > grad_norm_1: tensor(572.2241, device='cuda:0') (tensor(152.7842, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3606 (0.3588314407012042) | > loader_time: 0.0031 (0.0031900405883789062)  --> TIME: 2024-06-11 09:00:19 -- STEP: 59/330 -- GLOBAL_STEP: 222700 | > loss_disc: 2.4041318893432617 (2.3310429645796953) | > loss_disc_real_0: 0.0894022136926651 (0.10944386154918348) | > loss_disc_real_1: 0.18288207054138184 (0.1973314853542942) | > loss_disc_real_2: 0.24558886885643005 (0.20983653427180599) | > loss_disc_real_3: 0.24219191074371338 (0.22798621275667416) | > loss_disc_real_4: 0.22014109790325165 (0.2265676638837588) | > loss_disc_real_5: 0.2426547259092331 (0.2199181626408787) | > loss_0: 2.4041318893432617 (2.3310429645796953) | > grad_norm_0: tensor(43.9292, device='cuda:0') (tensor(14.9896, device='cuda:0')) | > loss_gen: 2.4956040382385254 (2.5096650285235906) | > loss_kl: 1.8284327983856201 (1.8557179822760113) | > loss_feat: 7.270180702209473 (7.205109159825212) | > loss_mel: 17.56072998046875 (18.29774827472234) | > loss_duration: 1.993353009223938 (2.0438526262671255) | > loss_1: 31.148300170898438 (31.912093049388808) | > grad_norm_1: tensor(410.1616, device='cuda:0') (tensor(187.8728, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3632 (0.3623925790948383) | > loader_time: 0.0035 (0.0033341666399422337)  --> TIME: 2024-06-11 09:00:28 -- STEP: 84/330 -- GLOBAL_STEP: 222725 | > loss_disc: 2.296199321746826 (2.322975042320433) | > loss_disc_real_0: 0.0990113615989685 (0.10915783260549818) | > loss_disc_real_1: 0.19781988859176636 (0.1966566046079) | > loss_disc_real_2: 0.24135202169418335 (0.20977333329972767) | > loss_disc_real_3: 0.22747474908828735 (0.22745180431576) | > loss_disc_real_4: 0.22564443945884705 (0.22668904616009622) | > loss_disc_real_5: 0.20713691413402557 (0.21878379867190406) | > loss_0: 2.296199321746826 (2.322975042320433) | > grad_norm_0: tensor(32.2242, device='cuda:0') (tensor(17.3505, device='cuda:0')) | > loss_gen: 2.6193249225616455 (2.521749814351399) | > loss_kl: 1.9258366823196411 (1.868996793315524) | > loss_feat: 7.568525791168213 (7.265326556705293) | > loss_mel: 17.803524017333984 (18.238265378134585) | > loss_duration: 2.106670618057251 (2.032889963615509) | > loss_1: 32.02388381958008 (31.92722851889473) | > grad_norm_1: tensor(159.0388, device='cuda:0') (tensor(220.6609, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3754 (0.36538084915706087) | > loader_time: 0.0035 (0.00341677949542091)  --> TIME: 2024-06-11 09:00:38 -- STEP: 109/330 -- GLOBAL_STEP: 222750 | > loss_disc: 2.3324599266052246 (2.3227885666243537) | > loss_disc_real_0: 0.11536625772714615 (0.11036973214204158) | > loss_disc_real_1: 0.20231054723262787 (0.19597098518402203) | > loss_disc_real_2: 0.28949445486068726 (0.21096380068621504) | > loss_disc_real_3: 0.24443019926548004 (0.22766514327547965) | > loss_disc_real_4: 0.21370342373847961 (0.22621407229965979) | > loss_disc_real_5: 0.21611860394477844 (0.2181006984426341) | > loss_0: 2.3324599266052246 (2.3227885666243537) | > grad_norm_0: tensor(16.0951, device='cuda:0') (tensor(21.0344, device='cuda:0')) | > loss_gen: 2.6415960788726807 (2.531920524912144) | > loss_kl: 1.8712635040283203 (1.8726132615990596) | > loss_feat: 6.984214782714844 (7.28056566430888) | > loss_mel: 17.389795303344727 (18.177232164855393) | > loss_duration: 1.9920554161071777 (2.0327393757093932) | > loss_1: 30.878925323486328 (31.89507108215891) | > grad_norm_1: tensor(99.4776, device='cuda:0') (tensor(251.0919, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.364 (0.37066377849753834) | > loader_time: 0.0034 (0.0035142373601231005)  --> TIME: 2024-06-11 09:00:48 -- STEP: 134/330 -- GLOBAL_STEP: 222775 | > loss_disc: 2.4177377223968506 (2.3253124596467667) | > loss_disc_real_0: 0.11588741093873978 (0.11092606214667435) | > loss_disc_real_1: 0.17939493060112 (0.19718356541733242) | > loss_disc_real_2: 0.22942011058330536 (0.21052030896517768) | > loss_disc_real_3: 0.22858360409736633 (0.2272501362126265) | > loss_disc_real_4: 0.20107127726078033 (0.22617762858298288) | > loss_disc_real_5: 0.21854129433631897 (0.21869151561117883) | > loss_0: 2.4177377223968506 (2.3253124596467667) | > grad_norm_0: tensor(8.4074, device='cuda:0') (tensor(23.3808, device='cuda:0')) | > loss_gen: 2.5638508796691895 (2.535215806605212) | > loss_kl: 1.8406612873077393 (1.8788757697859806) | > loss_feat: 7.445862770080566 (7.280456272523795) | > loss_mel: 19.004995346069336 (18.186841708510663) | > loss_duration: 2.045997381210327 (2.034712840372057) | > loss_1: 32.9013671875 (31.91610245206462) | > grad_norm_1: tensor(413.7841, device='cuda:0') (tensor(266.9108, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3717 (0.3711071637139391) | > loader_time: 0.0038 (0.003605956461892199)  --> TIME: 2024-06-11 09:00:57 -- STEP: 159/330 -- GLOBAL_STEP: 222800 | > loss_disc: 2.4713783264160156 (2.3289783435797546) | > loss_disc_real_0: 0.17623640596866608 (0.1127289742606241) | > loss_disc_real_1: 0.2158178836107254 (0.1979731316648939) | > loss_disc_real_2: 0.20630070567131042 (0.21174082281829434) | > loss_disc_real_3: 0.22638319432735443 (0.2267205756415361) | > loss_disc_real_4: 0.21470080316066742 (0.22544901438479154) | > loss_disc_real_5: 0.21543751657009125 (0.2179564559047327) | > loss_0: 2.4713783264160156 (2.3289783435797546) | > grad_norm_0: tensor(62.4125, device='cuda:0') (tensor(27.2998, device='cuda:0')) | > loss_gen: 2.4783222675323486 (2.5390149977222185) | > loss_kl: 1.9683359861373901 (1.883540540371301) | > loss_feat: 7.367450714111328 (7.273372608160822) | > loss_mel: 18.406171798706055 (18.18000191262682) | > loss_duration: 2.050431251525879 (2.0365106729591416) | > loss_1: 32.270713806152344 (31.91244070185055) | > grad_norm_1: tensor(242.5581, device='cuda:0') (tensor(284.8946, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3763 (0.3726625277561213) | > loader_time: 0.0041 (0.0036772287116860446)  --> TIME: 2024-06-11 09:01:07 -- STEP: 184/330 -- GLOBAL_STEP: 222825 | > loss_disc: 2.305027961730957 (2.3354872452176147) | > loss_disc_real_0: 0.09935648739337921 (0.11386887342466609) | > loss_disc_real_1: 0.17305482923984528 (0.19851459664009188) | > loss_disc_real_2: 0.24073071777820587 (0.21229037893531122) | > loss_disc_real_3: 0.22238577902317047 (0.2271561169915873) | > loss_disc_real_4: 0.2564796507358551 (0.22588014189639818) | > loss_disc_real_5: 0.2426035851240158 (0.21852444533420645) | > loss_0: 2.305027961730957 (2.3354872452176147) | > grad_norm_0: tensor(10.7638, device='cuda:0') (tensor(28.3607, device='cuda:0')) | > loss_gen: 2.5125443935394287 (2.5304998574049584) | > loss_kl: 1.7655301094055176 (1.8871418755987417) | > loss_feat: 7.358222007751465 (7.232730906942616) | > loss_mel: 17.91631317138672 (18.14090464426122) | > loss_duration: 2.064558506011963 (2.0422704686289244) | > loss_1: 31.617168426513672 (31.833547695823334) | > grad_norm_1: tensor(50.6732, device='cuda:0') (tensor(292.1288, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.3928 (0.3746942748194157) | > loader_time: 0.0043 (0.003792771826619687)  --> TIME: 2024-06-11 09:01:17 -- STEP: 209/330 -- GLOBAL_STEP: 222850 | > loss_disc: 2.382380247116089 (2.3368793001585613) | > loss_disc_real_0: 0.12125888466835022 (0.11451363903982788) | > loss_disc_real_1: 0.1927993893623352 (0.1986508590111322) | > loss_disc_real_2: 0.2048349678516388 (0.21240389133184157) | > loss_disc_real_3: 0.22675161063671112 (0.22733591482684942) | > loss_disc_real_4: 0.23645208775997162 (0.22602496000283073) | > loss_disc_real_5: 0.21876263618469238 (0.21873903901953445) | > loss_0: 2.382380247116089 (2.3368793001585613) | > grad_norm_0: tensor(12.5434, device='cuda:0') (tensor(28.2914, device='cuda:0')) | > loss_gen: 2.4240262508392334 (2.5271686332647882) | > loss_kl: 1.9745594263076782 (1.8916367280996587) | > loss_feat: 7.039653778076172 (7.230029589821847) | > loss_mel: 17.551538467407227 (18.083993574078562) | > loss_duration: 2.122706651687622 (2.0492659653202776) | > loss_1: 31.112485885620117 (31.78209445351048) | > grad_norm_1: tensor(375.0405, device='cuda:0') (tensor(296.8548, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.4145 (0.37739080447329304) | > loader_time: 0.0045 (0.00392878568913948)  --> TIME: 2024-06-11 09:01:28 -- STEP: 234/330 -- GLOBAL_STEP: 222875 | > loss_disc: 2.2773995399475098 (2.3394258480805625) | > loss_disc_real_0: 0.11371088027954102 (0.11555598805157039) | > loss_disc_real_1: 0.19420479238033295 (0.19912994968203399) | > loss_disc_real_2: 0.1880713254213333 (0.21255596109435096) | > loss_disc_real_3: 0.2583277225494385 (0.22771998749584213) | > loss_disc_real_4: 0.232881098985672 (0.22614320074645883) | > loss_disc_real_5: 0.22625732421875 (0.21911696542022574) | > loss_0: 2.2773995399475098 (2.3394258480805625) | > grad_norm_0: tensor(71.0323, device='cuda:0') (tensor(30.3834, device='cuda:0')) | > loss_gen: 2.469190835952759 (2.52546126414568) | > loss_kl: 1.7880362272262573 (1.8956466036984043) | > loss_feat: 7.082366466522217 (7.217834448203062) | > loss_mel: 16.90572738647461 (18.053688587286516) | > loss_duration: 2.1152522563934326 (2.056830032258971) | > loss_1: 30.360572814941406 (31.74946092947935) | > grad_norm_1: tensor(371.9583, device='cuda:0') (tensor(306.5333, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.4237 (0.3810898320287722) | > loader_time: 0.0049 (0.004069733823466505)  --> TIME: 2024-06-11 09:01:39 -- STEP: 259/330 -- GLOBAL_STEP: 222900 | > loss_disc: 2.5193095207214355 (2.343389300305872) | > loss_disc_real_0: 0.22856126725673676 (0.11608856123904464) | > loss_disc_real_1: 0.22038058936595917 (0.19935019587572939) | > loss_disc_real_2: 0.24288409948349 (0.21319309952866622) | > loss_disc_real_3: 0.24272076785564423 (0.22807759115594695) | > loss_disc_real_4: 0.24603809416294098 (0.22592344569423484) | > loss_disc_real_5: 0.22948694229125977 (0.21918817042844177) | > loss_0: 2.5193095207214355 (2.343389300305872) | > grad_norm_0: tensor(55.5622, device='cuda:0') (tensor(31.5755, device='cuda:0')) | > loss_gen: 2.5446252822875977 (2.5314739744635624) | > loss_kl: 1.9131691455841064 (1.9018340764358697) | > loss_feat: 6.6428351402282715 (7.239005766319952) | > loss_mel: 18.319290161132812 (18.026694360386895) | > loss_duration: 2.1550469398498535 (2.063997171100043) | > loss_1: 31.57496452331543 (31.763005356070618) | > grad_norm_1: tensor(131.0908, device='cuda:0') (tensor(315.5730, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.4177 (0.38545606955598233) | > loader_time: 0.0053 (0.004204264018526408)  --> TIME: 2024-06-11 09:01:50 -- STEP: 284/330 -- GLOBAL_STEP: 222925 | > loss_disc: 2.5087575912475586 (2.3446868649670787) | > loss_disc_real_0: 0.10032857954502106 (0.11680539884984913) | > loss_disc_real_1: 0.2464129626750946 (0.19972846523242097) | > loss_disc_real_2: 0.2258206307888031 (0.21281294225597053) | > loss_disc_real_3: 0.24492166936397552 (0.227803774650248) | > loss_disc_real_4: 0.21221911907196045 (0.22546436280851634) | > loss_disc_real_5: 0.24536383152008057 (0.21935771605078608) | > loss_0: 2.5087575912475586 (2.3446868649670787) | > grad_norm_0: tensor(73.9499, device='cuda:0') (tensor(33.7638, device='cuda:0')) | > loss_gen: 2.5012238025665283 (2.532858170254129) | > loss_kl: 1.960355281829834 (1.906363627440493) | > loss_feat: 6.622772693634033 (7.235003681250022) | > loss_mel: 18.311826705932617 (17.967672865155695) | > loss_duration: 2.1716365814208984 (2.0727343349389638) | > loss_1: 31.56781578063965 (31.714632726051438) | > grad_norm_1: tensor(105.3814, device='cuda:0') (tensor(327.5823, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.447 (0.3905437613876774) | > loader_time: 0.006 (0.004373658710802104)  --> TIME: 2024-06-11 09:02:02 -- STEP: 309/330 -- GLOBAL_STEP: 222950 | > loss_disc: 2.3759689331054688 (2.34804053985571) | > loss_disc_real_0: 0.13385729491710663 (0.11784818873388096) | > loss_disc_real_1: 0.21128883957862854 (0.19965000911148625) | > loss_disc_real_2: 0.23694561421871185 (0.21313635604667056) | > loss_disc_real_3: 0.24180297553539276 (0.22796565255686688) | > loss_disc_real_4: 0.2572135031223297 (0.22603268453604194) | > loss_disc_real_5: 0.22749438881874084 (0.21971042246880274) | > loss_0: 2.3759689331054688 (2.34804053985571) | > grad_norm_0: tensor(40.7523, device='cuda:0') (tensor(34.0791, device='cuda:0')) | > loss_gen: 2.409069299697876 (2.525577703340153) | > loss_kl: 2.0708255767822266 (1.9101204278013852) | > loss_feat: 7.035155773162842 (7.231307376935644) | > loss_mel: 17.026775360107422 (17.904349827071965) | > loss_duration: 2.246471881866455 (2.0838938291790425) | > loss_1: 30.788297653198242 (31.65524920367886) | > grad_norm_1: tensor(467.5844, device='cuda:0') (tensor(335.2504, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.4998 (0.39765036221846806) | > loader_time: 0.0075 (0.004566368547458091)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3205931186676025 (2.3205931186676025) | > loss_disc_real_0: 0.09773026406764984 (0.09773026406764984) | > loss_disc_real_1: 0.21652798354625702 (0.21652798354625702) | > loss_disc_real_2: 0.25294095277786255 (0.25294095277786255) | > loss_disc_real_3: 0.2341030240058899 (0.2341030240058899) | > loss_disc_real_4: 0.20427025854587555 (0.20427025854587555) | > loss_disc_real_5: 0.19327421486377716 (0.19327421486377716) | > loss_0: 2.3205931186676025 (2.3205931186676025) | > loss_gen: 2.1993775367736816 (2.1993775367736816) | > loss_kl: 2.434497833251953 (2.434497833251953) | > loss_feat: 4.7098259925842285 (4.7098259925842285) | > loss_mel: 13.738208770751953 (13.738208770751953) | > loss_duration: 2.8865749835968018 (2.8865749835968018) | > loss_1: 25.96848487854004 (25.96848487854004)  --> STEP: 1 | > loss_disc: 2.2953314781188965 (2.2953314781188965) | > loss_disc_real_0: 0.09513439983129501 (0.09513439983129501) | > loss_disc_real_1: 0.13778212666511536 (0.13778212666511536) | > loss_disc_real_2: 0.18404076993465424 (0.18404076993465424) | > loss_disc_real_3: 0.21159233152866364 (0.21159233152866364) | > loss_disc_real_4: 0.21991734206676483 (0.21991734206676483) | > loss_disc_real_5: 0.20436272025108337 (0.20436272025108337) | > loss_0: 2.2953314781188965 (2.2953314781188965) | > loss_gen: 2.2693707942962646 (2.2693707942962646) | > loss_kl: 3.31326961517334 (3.31326961517334) | > loss_feat: 6.783662796020508 (6.783662796020508) | > loss_mel: 18.757455825805664 (18.757455825805664) | > loss_duration: 2.3790664672851562 (2.3790664672851562) | > loss_1: 33.50282669067383 (33.50282669067383)  --> STEP: 2 | > loss_disc: 2.4080677032470703 (2.3516995906829834) | > loss_disc_real_0: 0.10537120699882507 (0.10025280341506004) | > loss_disc_real_1: 0.178214430809021 (0.15799827873706818) | > loss_disc_real_2: 0.26059186458587646 (0.22231631726026535) | > loss_disc_real_3: 0.2916320860385895 (0.25161220878362656) | > loss_disc_real_4: 0.2121948003768921 (0.21605607122182846) | > loss_disc_real_5: 0.17507535219192505 (0.1897190362215042) | > loss_0: 2.4080677032470703 (2.3516995906829834) | > loss_gen: 2.3541860580444336 (2.311778426170349) | > loss_kl: 2.7569870948791504 (3.035128355026245) | > loss_feat: 6.197765350341797 (6.490714073181152) | > loss_mel: 17.49053955078125 (18.123997688293457) | > loss_duration: 2.4839305877685547 (2.4314985275268555) | > loss_1: 31.28340721130371 (32.39311695098877)  --> STEP: 3 | > loss_disc: 2.3087077140808105 (2.337368965148926) | > loss_disc_real_0: 0.10442836582660675 (0.10164465755224228) | > loss_disc_real_1: 0.136980339884758 (0.15099229911963144) | > loss_disc_real_2: 0.21491138637065887 (0.21984800696372986) | > loss_disc_real_3: 0.21946066617965698 (0.2408950279156367) | > loss_disc_real_4: 0.22371435165405273 (0.21860883136590323) | > loss_disc_real_5: 0.2240869104862213 (0.20117499430974325) | > loss_0: 2.3087077140808105 (2.337368965148926) | > loss_gen: 2.197918653488159 (2.273825168609619) | > loss_kl: 2.2966113090515137 (2.7889560063680015) | > loss_feat: 5.942463397979736 (6.307963848114014) | > loss_mel: 19.032644271850586 (18.4268798828125) | > loss_duration: 2.218261241912842 (2.360419432322184) | > loss_1: 31.687898635864258 (32.1580441792806)  --> STEP: 4 | > loss_disc: 2.490168333053589 (2.3755688071250916) | > loss_disc_real_0: 0.11986711621284485 (0.10620027221739292) | > loss_disc_real_1: 0.22051388025283813 (0.16837269440293312) | > loss_disc_real_2: 0.2071327418088913 (0.21666919067502022) | > loss_disc_real_3: 0.25302445888519287 (0.24392738565802574) | > loss_disc_real_4: 0.1982569396495819 (0.2135208584368229) | > loss_disc_real_5: 0.1757863461971283 (0.1948278322815895) | > loss_0: 2.490168333053589 (2.3755688071250916) | > loss_gen: 2.2657113075256348 (2.271796703338623) | > loss_kl: 3.6646831035614014 (3.0078877806663513) | > loss_feat: 5.483756065368652 (6.101911902427673) | > loss_mel: 17.880048751831055 (18.29017210006714) | > loss_duration: 2.2805612087249756 (2.340454876422882) | > loss_1: 31.57476043701172 (32.01222324371338)  --> STEP: 5 | > loss_disc: 2.106062412261963 (2.321667528152466) | > loss_disc_real_0: 0.11146914213895798 (0.10725404620170594) | > loss_disc_real_1: 0.20860402286052704 (0.1764189600944519) | > loss_disc_real_2: 0.212948277592659 (0.21592500805854797) | > loss_disc_real_3: 0.1831969916820526 (0.2317813068628311) | > loss_disc_real_4: 0.15779320895671844 (0.202375328540802) | > loss_disc_real_5: 0.13824455440044403 (0.1835111767053604) | > loss_0: 2.106062412261963 (2.321667528152466) | > loss_gen: 2.6013944149017334 (2.337716245651245) | > loss_kl: 2.6878011226654053 (2.943870449066162) | > loss_feat: 8.260035514831543 (6.533536624908447) | > loss_mel: 20.274019241333008 (18.68694152832031) | > loss_duration: 2.348855495452881 (2.3421350002288817) | > loss_1: 36.17210388183594 (32.84419937133789)  --> STEP: 6 | > loss_disc: 2.4059629440307617 (2.3357167641321817) | > loss_disc_real_0: 0.06004863604903221 (0.09938647784292698) | > loss_disc_real_1: 0.17298279702663422 (0.1758462662498156) | > loss_disc_real_2: 0.23367586731910706 (0.2188834846019745) | > loss_disc_real_3: 0.2484879344701767 (0.2345657447973887) | > loss_disc_real_4: 0.19988895952701569 (0.20196093370517096) | > loss_disc_real_5: 0.2065257579088211 (0.18734694023927054) | > loss_0: 2.4059629440307617 (2.3357167641321817) | > loss_gen: 2.132659912109375 (2.3035401900609336) | > loss_kl: 2.717622756958008 (2.9061625003814697) | > loss_feat: 5.775589466094971 (6.407212098439534) | > loss_mel: 18.165624618530273 (18.60005537668864) | > loss_duration: 2.1863715648651123 (2.3161744276682534) | > loss_1: 30.977867126464844 (32.53314399719238)  --> STEP: 7 | > loss_disc: 2.380847454071045 (2.342164005552019) | > loss_disc_real_0: 0.14772816002368927 (0.10629243244017873) | > loss_disc_real_1: 0.2209676206111908 (0.18229217401572637) | > loss_disc_real_2: 0.24554204940795898 (0.22269185100282943) | > loss_disc_real_3: 0.25874608755111694 (0.23802007947649276) | > loss_disc_real_4: 0.2750066816806793 (0.212396040558815) | > loss_disc_real_5: 0.22363197803497314 (0.19253051706722804) | > loss_0: 2.380847454071045 (2.342164005552019) | > loss_gen: 2.561509847640991 (2.340392998286656) | > loss_kl: 3.9873337745666504 (3.0606155395507812) | > loss_feat: 6.814759731292725 (6.4654331888471335) | > loss_mel: 18.55912208557129 (18.594207763671875) | > loss_duration: 2.4984138011932373 (2.3422086238861084) | > loss_1: 34.421138763427734 (32.802857535226)  --> STEP: 8 | > loss_disc: 2.480006456375122 (2.3593943119049072) | > loss_disc_real_0: 0.06890396773815155 (0.10161887435242534) | > loss_disc_real_1: 0.14662690460681915 (0.17783401533961296) | > loss_disc_real_2: 0.24182088673114777 (0.2250829804688692) | > loss_disc_real_3: 0.21254077553749084 (0.2348351664841175) | > loss_disc_real_4: 0.2744152247905731 (0.22014843858778477) | > loss_disc_real_5: 0.25250595808029175 (0.200027447193861) | > loss_0: 2.480006456375122 (2.3593943119049072) | > loss_gen: 2.2491841316223145 (2.3289918899536133) | > loss_kl: 2.895714044570923 (3.040002852678299) | > loss_feat: 10.650899887084961 (6.988616526126862) | > loss_mel: 20.188739776611328 (18.793524265289307) | > loss_duration: 2.1898903846740723 (2.323168843984604) | > loss_1: 38.1744270324707 (33.47430372238159)  --> STEP: 9 | > loss_disc: 2.7238965034484863 (2.3998945554097495) | > loss_disc_real_0: 0.2245568037033081 (0.1152786442803012) | > loss_disc_real_1: 0.16428247094154358 (0.17632828818427193) | > loss_disc_real_2: 0.3373481333255768 (0.23755688634183672) | > loss_disc_real_3: 0.3006438612937927 (0.24214724368519253) | > loss_disc_real_4: 0.24406738579273224 (0.22280609938833448) | > loss_disc_real_5: 0.2053089141845703 (0.20061427685949537) | > loss_0: 2.7238965034484863 (2.3998945554097495) | > loss_gen: 2.2099478244781494 (2.3157647715674505) | > loss_kl: 2.1062536239624023 (2.9362529383765326) | > loss_feat: 6.929080963134766 (6.9820014635721845) | > loss_mel: 18.52294921875 (18.763460371229385) | > loss_duration: 2.1752214431762695 (2.3067302438947888) | > loss_1: 31.94345474243164 (33.30420939127604)  --> STEP: 10 | > loss_disc: 2.727993965148926 (2.432704496383667) | > loss_disc_real_0: 0.20681846141815186 (0.12443262599408626) | > loss_disc_real_1: 0.21117113530635834 (0.17981257289648056) | > loss_disc_real_2: 0.2541653513908386 (0.23921773284673692) | > loss_disc_real_3: 0.2584201693534851 (0.24377453625202178) | > loss_disc_real_4: 0.20675267279148102 (0.22120075672864914) | > loss_disc_real_5: 0.19110935926437378 (0.19966378509998323) | > loss_0: 2.727993965148926 (2.432704496383667) | > loss_gen: 2.045577049255371 (2.2887459993362427) | > loss_kl: 2.4742934703826904 (2.8900569915771483) | > loss_feat: 4.945455074310303 (6.778346824645996) | > loss_mel: 15.561861991882324 (18.44330053329468) | > loss_duration: 2.306849956512451 (2.306742215156555) | > loss_1: 27.33403778076172 (32.70719223022461)  --> STEP: 11 | > loss_disc: 2.4930946826934814 (2.438194513320923) | > loss_disc_real_0: 0.20276126265525818 (0.13155341114510188) | > loss_disc_real_1: 0.20304088294506073 (0.18192423744635147) | > loss_disc_real_2: 0.25377604365348816 (0.24054121564735065) | > loss_disc_real_3: 0.27057018876075745 (0.24621050466190686) | > loss_disc_real_4: 0.2676257789134979 (0.2254212132909081) | > loss_disc_real_5: 0.25941574573516846 (0.20509578152136368) | > loss_0: 2.4930946826934814 (2.438194513320923) | > loss_gen: 2.5545175075531006 (2.3129070455377754) | > loss_kl: 3.1854465007781982 (2.9169105833226983) | > loss_feat: 5.8217291831970215 (6.6913815845142715) | > loss_mel: 18.105932235717773 (18.412630688060414) | > loss_duration: 2.4081716537475586 (2.3159630732102827) | > loss_1: 32.07579803466797 (32.64979275790128)  --> STEP: 12 | > loss_disc: 2.4639670848846436 (2.4403422276178994) | > loss_disc_real_0: 0.11390179395675659 (0.1300824430460731) | > loss_disc_real_1: 0.17287172377109528 (0.1811698613067468) | > loss_disc_real_2: 0.18748487532138824 (0.23611985395352045) | > loss_disc_real_3: 0.25609007477760315 (0.24703380217154822) | > loss_disc_real_4: 0.22787636518478394 (0.22562580928206444) | > loss_disc_real_5: 0.21544595062732697 (0.2059582956135273) | > loss_0: 2.4639670848846436 (2.4403422276178994) | > loss_gen: 2.1757113933563232 (2.301474074522654) | > loss_kl: 2.949984550476074 (2.9196667472521463) | > loss_feat: 6.139835834503174 (6.645419438680013) | > loss_mel: 19.307056427001953 (18.487166166305542) | > loss_duration: 2.295353651046753 (2.314245621363322) | > loss_1: 32.867942810058594 (32.66797192891439)  --> STEP: 13 | > loss_disc: 2.538158655166626 (2.4478665681985707) | > loss_disc_real_0: 0.07521609216928482 (0.1258619545170894) | > loss_disc_real_1: 0.3174037039279938 (0.19164938766222733) | > loss_disc_real_2: 0.28059956431388855 (0.23954137013508722) | > loss_disc_real_3: 0.2749692499637604 (0.24918268277094915) | > loss_disc_real_4: 0.22393541038036346 (0.2254957785973182) | > loss_disc_real_5: 0.22334739565849304 (0.2072959186939093) | > loss_0: 2.538158655166626 (2.4478665681985707) | > loss_gen: 2.2996456623077393 (2.301333427429199) | > loss_kl: 3.0652523040771484 (2.930865636238685) | > loss_feat: 6.366161346435547 (6.623938046968901) | > loss_mel: 16.06547737121582 (18.3008824128371) | > loss_duration: 2.1718716621398926 (2.303293778346135) | > loss_1: 29.968408584594727 (32.46031321012057)  --> STEP: 14 | > loss_disc: 2.2951676845550537 (2.4369595050811768) | > loss_disc_real_0: 0.1408773511648178 (0.12693448284907) | > loss_disc_real_1: 0.24321407079696655 (0.1953325793147087) | > loss_disc_real_2: 0.21991951763629913 (0.23813980924231665) | > loss_disc_real_3: 0.21960587799549103 (0.24707005385841643) | > loss_disc_real_4: 0.2029162049293518 (0.22388295190674917) | > loss_disc_real_5: 0.21702054142951965 (0.20799053460359573) | > loss_0: 2.2951676845550537 (2.4369595050811768) | > loss_gen: 2.4528934955596924 (2.312159146581377) | > loss_kl: 3.757106065750122 (2.9898828097752164) | > loss_feat: 7.067488193511963 (6.655620200293405) | > loss_mel: 18.14629554748535 (18.289840493883407) | > loss_duration: 2.371474504470825 (2.3081638302121843) | > loss_1: 33.795257568359375 (32.555666378566194)  --> STEP: 15 | > loss_disc: 2.5947630405426025 (2.447479740778605) | > loss_disc_real_0: 0.3017405867576599 (0.13858822310964267) | > loss_disc_real_1: 0.21402372419834137 (0.19657865564028423) | > loss_disc_real_2: 0.25774946808815 (0.23944711983203887) | > loss_disc_real_3: 0.2861645817756653 (0.24967635571956634) | > loss_disc_real_4: 0.22248812019824982 (0.22378996312618255) | > loss_disc_real_5: 0.21623654663562775 (0.20854026873906453) | > loss_0: 2.5947630405426025 (2.447479740778605) | > loss_gen: 2.325368881225586 (2.313039795557658) | > loss_kl: 2.953390598297119 (2.9874499956766765) | > loss_feat: 7.2422776222229 (6.694730695088705) | > loss_mel: 18.590347290039062 (18.309874280293783) | > loss_duration: 2.2472429275512695 (2.3041024367014566) | > loss_1: 33.35862731933594 (32.60919710795084)  --> STEP: 16 | > loss_disc: 2.6153969764709473 (2.4579745680093765) | > loss_disc_real_0: 0.22691550850868225 (0.14410867844708264) | > loss_disc_real_1: 0.24349291622638702 (0.19951079692691565) | > loss_disc_real_2: 0.2385130077600479 (0.23938873782753944) | > loss_disc_real_3: 0.24304036796092987 (0.24926160648465157) | > loss_disc_real_4: 0.19229181110858917 (0.22182132862508297) | > loss_disc_real_5: 0.19219952821731567 (0.20751897245645523) | > loss_0: 2.6153969764709473 (2.4579745680093765) | > loss_gen: 2.2014694213867188 (2.306066647171974) | > loss_kl: 2.574310779571533 (2.961628794670105) | > loss_feat: 4.775964736938477 (6.574807822704315) | > loss_mel: 15.667800903320312 (18.14474469423294) | > loss_duration: 2.3532371520996094 (2.3071733564138412) | > loss_1: 27.572782516479492 (32.29442119598389)  --> STEP: 17 | > loss_disc: 2.5160770416259766 (2.4613923605750587) | > loss_disc_real_0: 0.14832213521003723 (0.1443565288449035) | > loss_disc_real_1: 0.2687166631221771 (0.20358173023251927) | > loss_disc_real_2: 0.26814424991607666 (0.24108023853862987) | > loss_disc_real_3: 0.2566710114479065 (0.24969745383543127) | > loss_disc_real_4: 0.20472995936870575 (0.22081595396294312) | > loss_disc_real_5: 0.26037663221359253 (0.21062824655981624) | > loss_0: 2.5160770416259766 (2.4613923605750587) | > loss_gen: 2.297914505004883 (2.3055871093974396) | > loss_kl: 2.339608907699585 (2.925039389554192) | > loss_feat: 4.381723403930664 (6.4458028568941) | > loss_mel: 16.925914764404297 (18.073048816007727) | > loss_duration: 2.4099807739257812 (2.3132208515616024) | > loss_1: 28.35514259338379 (32.06269892524271)  --> STEP: 18 | > loss_disc: 2.236628770828247 (2.448905494478014) | > loss_disc_real_0: 0.06786222010850906 (0.14010684502621493) | > loss_disc_real_1: 0.15368129312992096 (0.20080948372681937) | > loss_disc_real_2: 0.21318109333515167 (0.2395302860273255) | > loss_disc_real_3: 0.2167811542749405 (0.24786877052651513) | > loss_disc_real_4: 0.1777978092432022 (0.21842605703406864) | > loss_disc_real_5: 0.18345487117767334 (0.20911861459414163) | > loss_0: 2.236628770828247 (2.448905494478014) | > loss_gen: 2.160493850708008 (2.297526372803582) | > loss_kl: 2.561131238937378 (2.90482227007548) | > loss_feat: 6.851658821105957 (6.468350410461426) | > loss_mel: 17.484745025634766 (18.040365272098118) | > loss_duration: 2.244368553161621 (2.3093957238727145) | > loss_1: 31.302398681640625 (32.020460022820366)  --> STEP: 19 | > loss_disc: 2.5715885162353516 (2.455362495623137) | > loss_disc_real_0: 0.21422231197357178 (0.1440076590760758) | > loss_disc_real_1: 0.1728842407464981 (0.19933973409627614) | > loss_disc_real_2: 0.1955122947692871 (0.2372135496453235) | > loss_disc_real_3: 0.245741605758667 (0.24775681448610207) | > loss_disc_real_4: 0.19446396827697754 (0.21716489446790596) | > loss_disc_real_5: 0.24850043654441833 (0.21119134206520884) | > loss_0: 2.5715885162353516 (2.455362495623137) | > loss_gen: 2.0461792945861816 (2.2842975792131925) | > loss_kl: 2.081252336502075 (2.8614764840979325) | > loss_feat: 5.4025115966796875 (6.412253630788703) | > loss_mel: 16.299196243286133 (17.948724796897487) | > loss_duration: 2.2973201274871826 (2.308760166168213) | > loss_1: 28.12645721435547 (31.81551250658537)  --> STEP: 20 | > loss_disc: 2.4668185710906982 (2.455935299396515) | > loss_disc_real_0: 0.2614738941192627 (0.14988097082823515) | > loss_disc_real_1: 0.20803287625312805 (0.19977439120411872) | > loss_disc_real_2: 0.2829357087612152 (0.23949965760111808) | > loss_disc_real_3: 0.2619468867778778 (0.24846631810069084) | > loss_disc_real_4: 0.22157244384288788 (0.21738527193665505) | > loss_disc_real_5: 0.24652640521526337 (0.21295809522271156) | > loss_0: 2.4668185710906982 (2.455935299396515) | > loss_gen: 2.5311219692230225 (2.2966387987136843) | > loss_kl: 2.0059733390808105 (2.8187013268470764) | > loss_feat: 5.334174633026123 (6.358349680900574) | > loss_mel: 18.068071365356445 (17.954692125320435) | > loss_duration: 2.289315700531006 (2.3077879428863524) | > loss_1: 30.228656768798828 (31.736169719696044)  --> STEP: 21 | > loss_disc: 2.4981093406677246 (2.4579435870760964) | > loss_disc_real_0: 0.1382877230644226 (0.14932891141091073) | > loss_disc_real_1: 0.19661743938922882 (0.19962406016531445) | > loss_disc_real_2: 0.23692741990089417 (0.2393771700915836) | > loss_disc_real_3: 0.25056514143943787 (0.2485662620692026) | > loss_disc_real_4: 0.16571173071861267 (0.21492462711674826) | > loss_disc_real_5: 0.2048947811126709 (0.2125741278841382) | > loss_0: 2.4981093406677246 (2.4579435870760964) | > loss_gen: 2.0956084728240967 (2.287065926052275) | > loss_kl: 1.9128302335739136 (2.775564608119783) | > loss_feat: 4.391508102416992 (6.264690558115642) | > loss_mel: 14.097390174865723 (17.771011080060685) | > loss_duration: 2.150519847869873 (2.300298985980806) | > loss_1: 24.647857666015625 (31.398631050473167)  --> STEP: 22 | > loss_disc: 2.2779667377471924 (2.4497628211975098) | > loss_disc_real_0: 0.26811885833740234 (0.15472845445302397) | > loss_disc_real_1: 0.18152250349521637 (0.19880126213485544) | > loss_disc_real_2: 0.1598590761423111 (0.23576271127570758) | > loss_disc_real_3: 0.23014461994171143 (0.24772891469977118) | > loss_disc_real_4: 0.20943836867809296 (0.21467525173317303) | > loss_disc_real_5: 0.1883331537246704 (0.2114722654223442) | > loss_0: 2.2779667377471924 (2.4497628211975098) | > loss_gen: 2.8401784896850586 (2.312207406217402) | > loss_kl: 2.403010129928589 (2.7586303136565467) | > loss_feat: 10.500969886779785 (6.457248709418557) | > loss_mel: 22.374343872070312 (17.980253479697485) | > loss_duration: 2.170402765274048 (2.294394612312317) | > loss_1: 40.28890609741211 (31.802734461697664)  --> STEP: 23 | > loss_disc: 2.5859012603759766 (2.455681883770487) | > loss_disc_real_0: 0.14696186780929565 (0.15439077677286187) | > loss_disc_real_1: 0.19987152516841888 (0.19884779531022775) | > loss_disc_real_2: 0.2448326200246811 (0.2361570551343586) | > loss_disc_real_3: 0.2884434759616852 (0.2494991130155066) | > loss_disc_real_4: 0.25846990942955017 (0.21657936728518942) | > loss_disc_real_5: 0.2742637097835541 (0.21420232822065768) | > loss_0: 2.5859012603759766 (2.455681883770487) | > loss_gen: 2.4144325256347656 (2.316651976626852) | > loss_kl: 2.5032496452331543 (2.7475268063337905) | > loss_feat: 6.145146369934082 (6.443679042484449) | > loss_mel: 17.33749771118164 (17.952307576718535) | > loss_duration: 2.296163320541382 (2.2944715126701025) | > loss_1: 30.696489334106445 (31.75463684745457)  --> STEP: 24 | > loss_disc: 2.3934249877929688 (2.4530878464380903) | > loss_disc_real_0: 0.16662432253360748 (0.15490050784622625) | > loss_disc_real_1: 0.1892424374818802 (0.19844757206737995) | > loss_disc_real_2: 0.26141253113746643 (0.2372093666344881) | > loss_disc_real_3: 0.22666920721530914 (0.24854786694049835) | > loss_disc_real_4: 0.22072210907936096 (0.21675198152661324) | > loss_disc_real_5: 0.2612183094024658 (0.21616132743656635) | > loss_0: 2.3934249877929688 (2.4530878464380903) | > loss_gen: 2.345144510269165 (2.317839165528615) | > loss_kl: 2.198298931121826 (2.7246423115332923) | > loss_feat: 5.578728675842285 (6.407639443874359) | > loss_mel: 17.20986557006836 (17.921372493108112) | > loss_duration: 2.4009721279144287 (2.298909038305283) | > loss_1: 29.733009338378906 (31.670402367909748)  --> STEP: 25 | > loss_disc: 2.632643461227417 (2.4602700710296634) | > loss_disc_real_0: 0.23671402037143707 (0.1581730483472347) | > loss_disc_real_1: 0.20281250774860382 (0.1986221694946289) | > loss_disc_real_2: 0.2755099833011627 (0.2387413913011551) | > loss_disc_real_3: 0.2755700647830963 (0.24962875485420227) | > loss_disc_real_4: 0.24692602455615997 (0.2179589432477951) | > loss_disc_real_5: 0.24314473569393158 (0.21724066376686096) | > loss_0: 2.632643461227417 (2.4602700710296634) | > loss_gen: 2.1457321643829346 (2.3109548854827877) | > loss_kl: 2.7609782218933105 (2.726095747947693) | > loss_feat: 4.572177410125732 (6.334220962524414) | > loss_mel: 13.858929634094238 (17.758874778747558) | > loss_duration: 2.3584842681884766 (2.301292047500611) | > loss_1: 25.69630241394043 (31.43143836975098)  --> STEP: 26 | > loss_disc: 2.8010783195495605 (2.4733780805881205) | > loss_disc_real_0: 0.07826663553714752 (0.15509972477761597) | > loss_disc_real_1: 0.20578579604625702 (0.19889769359276846) | > loss_disc_real_2: 0.24261826276779175 (0.23889050174217957) | > loss_disc_real_3: 0.3211349844932556 (0.25237899445570433) | > loss_disc_real_4: 0.350267231464386 (0.22304772356381783) | > loss_disc_real_5: 0.2778937816619873 (0.21957347599359658) | > loss_0: 2.8010783195495605 (2.4733780805881205) | > loss_gen: 1.8308340311050415 (2.2924886987759514) | > loss_kl: 2.3885114192962646 (2.7131117353072534) | > loss_feat: 3.4010844230651855 (6.2214080186990595) | > loss_mel: 15.230207443237305 (17.661618342766396) | > loss_duration: 2.2834253311157227 (2.3006048661011924) | > loss_1: 25.13405990600586 (31.18923150576078) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024330524297860954 (-0.00010770100813645633) | > avg_loss_disc: 2.4733780805881205 (+0.07702554189241884) | > avg_loss_disc_real_0: 0.15509972477761597 (+0.048883052256244855) | > avg_loss_disc_real_1: 0.19889769359276846 (-0.01853005272837785) | > avg_loss_disc_real_2: 0.23889050174217957 (+0.04023485745374972) | > avg_loss_disc_real_3: 0.25237899445570433 (+0.03072255391340989) | > avg_loss_disc_real_4: 0.22304772356381783 (+0.009295998284449936) | > avg_loss_disc_real_5: 0.21957347599359658 (-0.005834757708586186) | > avg_loss_0: 2.4733780805881205 (+0.07702554189241884) | > avg_loss_gen: 2.2924886987759514 (+0.051544194038096514) | > avg_loss_kl: 2.7131117353072534 (+0.06861160810177136) | > avg_loss_feat: 6.2214080186990595 (-0.8350290335141688) | > avg_loss_mel: 17.661618342766396 (-0.5085094525263862) | > avg_loss_duration: 2.3006048661011924 (-0.022012013655440477) | > avg_loss_1: 31.18923150576078 (-1.2453947067260671)  > EPOCH: 409/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:02:35)   --> TIME: 2024-06-11 09:02:37 -- STEP: 4/330 -- GLOBAL_STEP: 222975 | > loss_disc: 2.326054334640503 (2.2984160780906677) | > loss_disc_real_0: 0.10318247973918915 (0.09716920927166939) | > loss_disc_real_1: 0.19876813888549805 (0.19297181442379951) | > loss_disc_real_2: 0.18889720737934113 (0.21648777276277542) | > loss_disc_real_3: 0.2210199236869812 (0.23248617723584175) | > loss_disc_real_4: 0.22879831492900848 (0.22047742828726768) | > loss_disc_real_5: 0.23320598900318146 (0.2195703536272049) | > loss_0: 2.326054334640503 (2.2984160780906677) | > grad_norm_0: tensor(13.7115, device='cuda:0') (tensor(7.6091, device='cuda:0')) | > loss_gen: 2.433925151824951 (2.491449236869812) | > loss_kl: 1.9993972778320312 (2.021247982978821) | > loss_feat: 6.9376115798950195 (7.086455821990967) | > loss_mel: 18.104782104492188 (18.793015480041504) | > loss_duration: 2.186551094055176 (2.2099199295043945) | > loss_1: 31.66226577758789 (32.60208797454834) | > grad_norm_1: tensor(91.0781, device='cuda:0') (tensor(79.9007, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3405 (0.35573434829711914) | > loader_time: 0.0028 (0.003040492534637451)  --> TIME: 2024-06-11 09:02:46 -- STEP: 29/330 -- GLOBAL_STEP: 223000 | > loss_disc: 2.2695467472076416 (2.3593200239641914) | > loss_disc_real_0: 0.10829195380210876 (0.1074141477202547) | > loss_disc_real_1: 0.20499877631664276 (0.2090629734869661) | > loss_disc_real_2: 0.19456881284713745 (0.21017734346718625) | > loss_disc_real_3: 0.20284654200077057 (0.23273499310016632) | > loss_disc_real_4: 0.22190560400485992 (0.22949029145569638) | > loss_disc_real_5: 0.24117186665534973 (0.22302086291642026) | > loss_0: 2.2695467472076416 (2.3593200239641914) | > grad_norm_0: tensor(6.4484, device='cuda:0') (tensor(10.8122, device='cuda:0')) | > loss_gen: 2.5210366249084473 (2.4699349321168045) | > loss_kl: 1.7090977430343628 (1.8809974357999604) | > loss_feat: 7.47233772277832 (7.0326655650960985) | > loss_mel: 18.763607025146484 (18.219471898572202) | > loss_duration: 2.0446181297302246 (2.0689144052308186) | > loss_1: 32.51069641113281 (31.67198450811978) | > grad_norm_1: tensor(182.3779, device='cuda:0') (tensor(107.9395, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3546 (0.35437490200174265) | > loader_time: 0.003 (0.003126547254365066) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_223000.pth  --> TIME: 2024-06-11 09:03:00 -- STEP: 54/330 -- GLOBAL_STEP: 223025 | > loss_disc: 2.178206205368042 (2.340064468207183) | > loss_disc_real_0: 0.08432877063751221 (0.1092752863963445) | > loss_disc_real_1: 0.18374529480934143 (0.20192308999873973) | > loss_disc_real_2: 0.21586459875106812 (0.21075385229455101) | > loss_disc_real_3: 0.19304487109184265 (0.22940035191950975) | > loss_disc_real_4: 0.18005672097206116 (0.22745922400995536) | > loss_disc_real_5: 0.15159040689468384 (0.22065461068241685) | > loss_0: 2.178206205368042 (2.340064468207183) | > grad_norm_0: tensor(10.7539, device='cuda:0') (tensor(11.0610, device='cuda:0')) | > loss_gen: 2.5570425987243652 (2.4849473900265173) | > loss_kl: 1.7536250352859497 (1.8977472693831832) | > loss_feat: 8.249309539794922 (7.069568854791147) | > loss_mel: 19.204099655151367 (18.18642934163411) | > loss_duration: 1.9936280250549316 (2.0418930075786723) | > loss_1: 33.75770568847656 (31.680585861206055) | > grad_norm_1: tensor(154.8537, device='cuda:0') (tensor(117.7322, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3525 (0.3603963366261235) | > loader_time: 0.0032 (0.0032757211614538122)  --> TIME: 2024-06-11 09:03:09 -- STEP: 79/330 -- GLOBAL_STEP: 223050 | > loss_disc: 2.329723358154297 (2.335696962815297) | > loss_disc_real_0: 0.09121081978082657 (0.1103535411478598) | > loss_disc_real_1: 0.15928249061107635 (0.19894293271288085) | > loss_disc_real_2: 0.24665383994579315 (0.21249852093714702) | > loss_disc_real_3: 0.23528802394866943 (0.22995599915709677) | > loss_disc_real_4: 0.22993753850460052 (0.22818085551261902) | > loss_disc_real_5: 0.2510567307472229 (0.2201336097868183) | > loss_0: 2.329723358154297 (2.335696962815297) | > grad_norm_0: tensor(16.9859, device='cuda:0') (tensor(11.2653, device='cuda:0')) | > loss_gen: 2.645691394805908 (2.5000657160070894) | > loss_kl: 2.033952236175537 (1.9001227647443362) | > loss_feat: 7.299215793609619 (7.150124368788321) | > loss_mel: 18.567161560058594 (18.122046048128148) | > loss_duration: 1.9796884059906006 (2.0314558940597722) | > loss_1: 32.52570724487305 (31.703814880757392) | > grad_norm_1: tensor(251.7109, device='cuda:0') (tensor(123.7636, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3744 (0.36091209363333787) | > loader_time: 0.0038 (0.0034195048899590213)  --> TIME: 2024-06-11 09:03:19 -- STEP: 104/330 -- GLOBAL_STEP: 223075 | > loss_disc: 2.2734289169311523 (2.3431249788174258) | > loss_disc_real_0: 0.09525049477815628 (0.1109507129742549) | > loss_disc_real_1: 0.1869378238916397 (0.19948727623201334) | > loss_disc_real_2: 0.21751980483531952 (0.21264069341123104) | > loss_disc_real_3: 0.22408148646354675 (0.23041602897529417) | > loss_disc_real_4: 0.22003933787345886 (0.22819520676365265) | > loss_disc_real_5: 0.19220532476902008 (0.21968332921656278) | > loss_0: 2.2734289169311523 (2.3431249788174258) | > grad_norm_0: tensor(23.9925, device='cuda:0') (tensor(11.3443, device='cuda:0')) | > loss_gen: 2.5107860565185547 (2.487055038030332) | > loss_kl: 1.936679482460022 (1.9037979921469321) | > loss_feat: 6.956385612487793 (7.093143862027389) | > loss_mel: 17.371578216552734 (18.097633233437158) | > loss_duration: 2.0749621391296387 (2.0316270624215784) | > loss_1: 30.850393295288086 (31.613257224743183) | > grad_norm_1: tensor(273.9445, device='cuda:0') (tensor(127.2940, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3828 (0.3654026412046872) | > loader_time: 0.0045 (0.0035831699004540076)  --> TIME: 2024-06-11 09:03:29 -- STEP: 129/330 -- GLOBAL_STEP: 223100 | > loss_disc: 2.3239030838012695 (2.340793888698252) | > loss_disc_real_0: 0.12398636341094971 (0.11216287915558779) | > loss_disc_real_1: 0.1616477221250534 (0.19917191218498143) | > loss_disc_real_2: 0.20756611227989197 (0.21213578323061152) | > loss_disc_real_3: 0.20458485186100006 (0.2295348413230837) | > loss_disc_real_4: 0.19707845151424408 (0.2282942836136781) | > loss_disc_real_5: 0.23356463015079498 (0.21946732503499172) | > loss_0: 2.3239030838012695 (2.340793888698252) | > grad_norm_0: tensor(6.0038, device='cuda:0') (tensor(11.0778, device='cuda:0')) | > loss_gen: 2.526068687438965 (2.4889643672824837) | > loss_kl: 1.828107476234436 (1.909872710242752) | > loss_feat: 7.0381550788879395 (7.1185653560845426) | > loss_mel: 18.078338623046875 (18.11497935213783) | > loss_duration: 2.008643627166748 (2.032904818076496) | > loss_1: 31.479312896728516 (31.665286603824114) | > grad_norm_1: tensor(94.6815, device='cuda:0') (tensor(127.5617, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3821 (0.3701239316038383) | > loader_time: 0.0042 (0.003759264021880867)  --> TIME: 2024-06-11 09:03:39 -- STEP: 154/330 -- GLOBAL_STEP: 223125 | > loss_disc: 2.272714614868164 (2.3422893905020383) | > loss_disc_real_0: 0.11086390912532806 (0.11260284880151997) | > loss_disc_real_1: 0.17898006737232208 (0.1989801225143594) | > loss_disc_real_2: 0.23758718371391296 (0.2115529875283119) | > loss_disc_real_3: 0.22427788376808167 (0.2295845639589545) | > loss_disc_real_4: 0.22793056070804596 (0.2283030663217817) | > loss_disc_real_5: 0.2111302763223648 (0.21992642393746933) | > loss_0: 2.272714614868164 (2.3422893905020383) | > grad_norm_0: tensor(10.1419, device='cuda:0') (tensor(12.2483, device='cuda:0')) | > loss_gen: 2.656266927719116 (2.4904150204225033) | > loss_kl: 1.8772369623184204 (1.912828290617311) | > loss_feat: 7.41103982925415 (7.13333477292742) | > loss_mel: 18.05530548095703 (18.084262587807384) | > loss_duration: 2.0292563438415527 (2.0345512102176615) | > loss_1: 32.02910614013672 (31.65539191605209) | > grad_norm_1: tensor(79.7545, device='cuda:0') (tensor(147.1773, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3771 (0.3735909972872053) | > loader_time: 0.0048 (0.003908909760512315)  --> TIME: 2024-06-11 09:03:48 -- STEP: 179/330 -- GLOBAL_STEP: 223150 | > loss_disc: 2.402106523513794 (2.340999097131484) | > loss_disc_real_0: 0.13554811477661133 (0.11317250761073396) | > loss_disc_real_1: 0.22948692739009857 (0.1987508936634277) | > loss_disc_real_2: 0.2003154456615448 (0.2124750456829978) | > loss_disc_real_3: 0.23463037610054016 (0.22947563763770312) | > loss_disc_real_4: 0.24064265191555023 (0.22760627039983952) | > loss_disc_real_5: 0.24121075868606567 (0.2198666901894788) | > loss_0: 2.402106523513794 (2.340999097131484) | > grad_norm_0: tensor(12.7170, device='cuda:0') (tensor(14.2615, device='cuda:0')) | > loss_gen: 2.6301498413085938 (2.4986192953653195) | > loss_kl: 2.123666286468506 (1.9213629761221689) | > loss_feat: 7.741692066192627 (7.15954059728697) | > loss_mel: 18.504552841186523 (18.076689214013804) | > loss_duration: 2.10619854927063 (2.0399638334466097) | > loss_1: 33.106258392333984 (31.6961759535294) | > grad_norm_1: tensor(435.9282, device='cuda:0') (tensor(171.1808, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3784 (0.37512012700128805) | > loader_time: 0.0052 (0.004012972282963758)  --> TIME: 2024-06-11 09:03:58 -- STEP: 204/330 -- GLOBAL_STEP: 223175 | > loss_disc: 2.3104138374328613 (2.3432621850686917) | > loss_disc_real_0: 0.08139315992593765 (0.11377647738246356) | > loss_disc_real_1: 0.15496058762073517 (0.19848735835037984) | > loss_disc_real_2: 0.2185850441455841 (0.2122846469283105) | > loss_disc_real_3: 0.21684691309928894 (0.22938825445724467) | > loss_disc_real_4: 0.24226132035255432 (0.22779889923392557) | > loss_disc_real_5: 0.22590789198875427 (0.2198183320316614) | > loss_0: 2.3104138374328613 (2.3432621850686917) | > grad_norm_0: tensor(37.0321, device='cuda:0') (tensor(17.5578, device='cuda:0')) | > loss_gen: 2.6510419845581055 (2.5009664004924277) | > loss_kl: 1.9148112535476685 (1.920633770087186) | > loss_feat: 8.58241081237793 (7.1576041614308075) | > loss_mel: 18.197101593017578 (18.06463754878324) | > loss_duration: 2.0427772998809814 (2.0468956319724825) | > loss_1: 33.388145446777344 (31.690737546658983) | > grad_norm_1: tensor(526.2686, device='cuda:0') (tensor(191.5610, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.398 (0.3770836720279617) | > loader_time: 0.0056 (0.004142213101480523)  --> TIME: 2024-06-11 09:04:09 -- STEP: 229/330 -- GLOBAL_STEP: 223200 | > loss_disc: 2.230426788330078 (2.345463816255461) | > loss_disc_real_0: 0.07765772193670273 (0.11483053091962264) | > loss_disc_real_1: 0.22881101071834564 (0.19907761524598153) | > loss_disc_real_2: 0.20452533662319183 (0.2127888064066917) | > loss_disc_real_3: 0.25353750586509705 (0.22942642477141717) | > loss_disc_real_4: 0.2253514677286148 (0.22766648870628473) | > loss_disc_real_5: 0.22324314713478088 (0.22060439882059804) | > loss_0: 2.230426788330078 (2.345463816255461) | > grad_norm_0: tensor(41.8717, device='cuda:0') (tensor(20.8636, device='cuda:0')) | > loss_gen: 2.5822041034698486 (2.504281509391087) | > loss_kl: 2.0791242122650146 (1.9249865149826983) | > loss_feat: 7.708320140838623 (7.156362560638694) | > loss_mel: 18.295379638671875 (18.023856641944313) | > loss_duration: 2.1444568634033203 (2.0545195164118293) | > loss_1: 32.809486389160156 (31.664006803754116) | > grad_norm_1: tensor(489.0146, device='cuda:0') (tensor(212.9547, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.3933 (0.3802331847394917) | > loader_time: 0.006 (0.0042692959048342)  --> TIME: 2024-06-11 09:04:20 -- STEP: 254/330 -- GLOBAL_STEP: 223225 | > loss_disc: 2.3679258823394775 (2.3442517978938544) | > loss_disc_real_0: 0.2380802184343338 (0.11611994594980882) | > loss_disc_real_1: 0.18569621443748474 (0.19874275774936978) | > loss_disc_real_2: 0.19005903601646423 (0.21221901118520686) | > loss_disc_real_3: 0.2311246693134308 (0.22935003763812734) | > loss_disc_real_4: 0.25124162435531616 (0.2270157086098288) | > loss_disc_real_5: 0.2154999077320099 (0.2202885867807809) | > loss_0: 2.3679258823394775 (2.3442517978938544) | > grad_norm_0: tensor(118.0648, device='cuda:0') (tensor(24.0507, device='cuda:0')) | > loss_gen: 2.7099976539611816 (2.5134334498503095) | > loss_kl: 1.933240294456482 (1.9243789141572367) | > loss_feat: 7.6295318603515625 (7.179467974685308) | > loss_mel: 17.9594669342041 (17.984700022719974) | > loss_duration: 2.096334457397461 (2.060960682827658) | > loss_1: 32.32857131958008 (31.662941136698084) | > grad_norm_1: tensor(218.0355, device='cuda:0') (tensor(235.3475, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.4372 (0.3854879666501142) | > loader_time: 0.0056 (0.0044240688714455466)  --> TIME: 2024-06-11 09:04:31 -- STEP: 279/330 -- GLOBAL_STEP: 223250 | > loss_disc: 2.3926374912261963 (2.346197342787166) | > loss_disc_real_0: 0.09275740385055542 (0.11716360063375537) | > loss_disc_real_1: 0.1669824868440628 (0.19887441188417457) | > loss_disc_real_2: 0.22891801595687866 (0.21261484547114293) | > loss_disc_real_3: 0.20488038659095764 (0.22891305915770993) | > loss_disc_real_4: 0.1599486619234085 (0.2267056613840083) | > loss_disc_real_5: 0.16723749041557312 (0.2203360087234914) | > loss_0: 2.3926374912261963 (2.346197342787166) | > grad_norm_0: tensor(46.0089, device='cuda:0') (tensor(26.4043, device='cuda:0')) | > loss_gen: 2.2639622688293457 (2.5105087534928425) | > loss_kl: 1.889578104019165 (1.9240893783535153) | > loss_feat: 7.789879322052002 (7.182554422740867) | > loss_mel: 17.950180053710938 (17.93677337537102) | > loss_duration: 2.150700092315674 (2.069589158967405) | > loss_1: 32.0443000793457 (31.623515214544042) | > grad_norm_1: tensor(263.4876, device='cuda:0') (tensor(250.3954, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.4583 (0.39089085466118256) | > loader_time: 0.006 (0.0045857779868614746)  --> TIME: 2024-06-11 09:04:43 -- STEP: 304/330 -- GLOBAL_STEP: 223275 | > loss_disc: 2.4059839248657227 (2.3477101584798414) | > loss_disc_real_0: 0.13058249652385712 (0.11830608415613442) | > loss_disc_real_1: 0.1975216120481491 (0.19939609455238833) | > loss_disc_real_2: 0.21876074373722076 (0.21269800925725385) | > loss_disc_real_3: 0.22049114108085632 (0.22904246525937005) | > loss_disc_real_4: 0.20118209719657898 (0.22713847473067672) | > loss_disc_real_5: 0.2222631573677063 (0.22036591809439032) | > loss_0: 2.4059839248657227 (2.3477101584798414) | > grad_norm_0: tensor(13.3333, device='cuda:0') (tensor(26.3459, device='cuda:0')) | > loss_gen: 2.239405393600464 (2.5068595864270877) | > loss_kl: 1.9787200689315796 (1.922300868912747) | > loss_feat: 7.875905990600586 (7.190128597774003) | > loss_mel: 17.64021110534668 (17.91672845890647) | > loss_duration: 2.2191519737243652 (2.079842380395062) | > loss_1: 31.953393936157227 (31.615860029270774) | > grad_norm_1: tensor(216.4607, device='cuda:0') (tensor(254.3124, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.4691 (0.3973908157725082) | > loader_time: 0.0069 (0.004770701653078987)  --> TIME: 2024-06-11 09:05:12 -- STEP: 329/330 -- GLOBAL_STEP: 223300 | > loss_disc: 2.4882006645202637 (2.351520481080632) | > loss_disc_real_0: 0.19009879231452942 (0.1199902894037654) | > loss_disc_real_1: 0.16322961449623108 (0.19939437658047607) | > loss_disc_real_2: 0.19474650919437408 (0.21295941786381975) | > loss_disc_real_3: 0.1964741349220276 (0.22925981231554662) | > loss_disc_real_4: 0.2108290195465088 (0.22762989635525505) | > loss_disc_real_5: 0.220260351896286 (0.2207244342040146) | > loss_0: 2.4882006645202637 (2.351520481080632) | > grad_norm_0: tensor(11.5009, device='cuda:0') (tensor(25.4374, device='cuda:0')) | > loss_gen: 2.3119471073150635 (2.5035103099324436) | > loss_kl: 2.2640380859375 (1.9320663927536244) | > loss_feat: 9.365640640258789 (7.296134012448389) | > loss_mel: 16.98480224609375 (17.88291464460657) | > loss_duration: 2.284287691116333 (2.0935939419958003) | > loss_1: 33.210716247558594 (31.70821944703447) | > grad_norm_1: tensor(184.0089, device='cuda:0') (tensor(247.5975, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 14.1441 (0.4521271508515423) | > loader_time: 0.0338 (0.005221140783246171)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.094921112060547 (2.094921112060547) | > loss_disc_real_0: 0.06279108673334122 (0.06279108673334122) | > loss_disc_real_1: 0.19901569187641144 (0.19901569187641144) | > loss_disc_real_2: 0.19026798009872437 (0.19026798009872437) | > loss_disc_real_3: 0.21632862091064453 (0.21632862091064453) | > loss_disc_real_4: 0.23430503904819489 (0.23430503904819489) | > loss_disc_real_5: 0.30533918738365173 (0.30533918738365173) | > loss_0: 2.094921112060547 (2.094921112060547) | > loss_gen: 2.7853357791900635 (2.7853357791900635) | > loss_kl: 1.8691554069519043 (1.8691554069519043) | > loss_feat: 8.641307830810547 (8.641307830810547) | > loss_mel: 19.052732467651367 (19.052732467651367) | > loss_duration: 2.964625358581543 (2.964625358581543) | > loss_1: 35.31315994262695 (35.31315994262695)  --> STEP: 1 | > loss_disc: 2.4523770809173584 (2.4523770809173584) | > loss_disc_real_0: 0.11655987799167633 (0.11655987799167633) | > loss_disc_real_1: 0.17542581260204315 (0.17542581260204315) | > loss_disc_real_2: 0.1483004093170166 (0.1483004093170166) | > loss_disc_real_3: 0.2532602548599243 (0.2532602548599243) | > loss_disc_real_4: 0.2411918342113495 (0.2411918342113495) | > loss_disc_real_5: 0.3105911910533905 (0.3105911910533905) | > loss_0: 2.4523770809173584 (2.4523770809173584) | > loss_gen: 2.084775686264038 (2.084775686264038) | > loss_kl: 3.095228433609009 (3.095228433609009) | > loss_feat: 4.36987829208374 (4.36987829208374) | > loss_mel: 17.74078941345215 (17.74078941345215) | > loss_duration: 2.435664176940918 (2.435664176940918) | > loss_1: 29.726337432861328 (29.726337432861328)  --> STEP: 2 | > loss_disc: 2.2158446311950684 (2.3341108560562134) | > loss_disc_real_0: 0.10304714739322662 (0.10980351269245148) | > loss_disc_real_1: 0.19480521976947784 (0.1851155161857605) | > loss_disc_real_2: 0.15198394656181335 (0.15014217793941498) | > loss_disc_real_3: 0.21856749057769775 (0.23591387271881104) | > loss_disc_real_4: 0.1917547732591629 (0.2164733037352562) | > loss_disc_real_5: 0.16049824655056 (0.23554471880197525) | > loss_0: 2.2158446311950684 (2.3341108560562134) | > loss_gen: 2.181602716445923 (2.1331892013549805) | > loss_kl: 2.0258378982543945 (2.5605331659317017) | > loss_feat: 6.14254903793335 (5.256213665008545) | > loss_mel: 19.16950798034668 (18.455148696899414) | > loss_duration: 2.4619741439819336 (2.448819160461426) | > loss_1: 31.98147201538086 (30.853904724121094)  --> STEP: 3 | > loss_disc: 2.3933119773864746 (2.3538445631663003) | > loss_disc_real_0: 0.08337178826332092 (0.10099293788274129) | > loss_disc_real_1: 0.18110306560993195 (0.18377803266048431) | > loss_disc_real_2: 0.17982794344425201 (0.160037433107694) | > loss_disc_real_3: 0.2745128571987152 (0.24878020087877908) | > loss_disc_real_4: 0.2872169017791748 (0.24005450308322906) | > loss_disc_real_5: 0.2894675135612488 (0.2535189837217331) | > loss_0: 2.3933119773864746 (2.3538445631663003) | > loss_gen: 2.453214645385742 (2.2398643493652344) | > loss_kl: 2.2940564155578613 (2.471707582473755) | > loss_feat: 6.904945373535156 (5.805790901184082) | > loss_mel: 19.046133041381836 (18.652143478393555) | > loss_duration: 2.267477035522461 (2.388371785481771) | > loss_1: 32.96582794189453 (31.557879130045574)  --> STEP: 4 | > loss_disc: 2.4134817123413086 (2.3687538504600525) | > loss_disc_real_0: 0.11306680738925934 (0.1040114052593708) | > loss_disc_real_1: 0.17544536292552948 (0.1816948652267456) | > loss_disc_real_2: 0.208912655711174 (0.172256238758564) | > loss_disc_real_3: 0.2605260908603668 (0.251716673374176) | > loss_disc_real_4: 0.1746315211057663 (0.22369875758886337) | > loss_disc_real_5: 0.20564742386341095 (0.24155109375715256) | > loss_0: 2.4134817123413086 (2.3687538504600525) | > loss_gen: 2.128840684890747 (2.2121084332466125) | > loss_kl: 2.7299163341522217 (2.5362597703933716) | > loss_feat: 5.856024742126465 (5.818349361419678) | > loss_mel: 18.83960723876953 (18.69900941848755) | > loss_duration: 2.2294631004333496 (2.3486446142196655) | > loss_1: 31.78385353088379 (31.614372730255127)  --> STEP: 5 | > loss_disc: 2.3161933422088623 (2.3582417488098146) | > loss_disc_real_0: 0.10198582708835602 (0.10360628962516785) | > loss_disc_real_1: 0.13745957612991333 (0.17284780740737915) | > loss_disc_real_2: 0.16129285097122192 (0.1700635612010956) | > loss_disc_real_3: 0.25403037667274475 (0.25217941403388977) | > loss_disc_real_4: 0.2822495698928833 (0.23540892004966735) | > loss_disc_real_5: 0.26105526089668274 (0.2454519271850586) | > loss_0: 2.3161933422088623 (2.3582417488098146) | > loss_gen: 2.3240599632263184 (2.2344987392425537) | > loss_kl: 2.214564800262451 (2.4719207763671873) | > loss_feat: 6.029390811920166 (5.860557651519775) | > loss_mel: 19.7265625 (18.90452003479004) | > loss_duration: 2.360196828842163 (2.350955057144165) | > loss_1: 32.6547737121582 (31.82245292663574)  --> STEP: 6 | > loss_disc: 2.3993544578552246 (2.3650938669840493) | > loss_disc_real_0: 0.19946196675300598 (0.11958223581314087) | > loss_disc_real_1: 0.23306690156459808 (0.18288432310024896) | > loss_disc_real_2: 0.15648284554481506 (0.16780010859171549) | > loss_disc_real_3: 0.20459796488285065 (0.24424917250871658) | > loss_disc_real_4: 0.1520247608423233 (0.22151156018177667) | > loss_disc_real_5: 0.1872939169406891 (0.23575892547766367) | > loss_0: 2.3993544578552246 (2.3650938669840493) | > loss_gen: 2.1458399295806885 (2.219722270965576) | > loss_kl: 2.9115214347839355 (2.545187552769979) | > loss_feat: 6.128028392791748 (5.9051361083984375) | > loss_mel: 18.68442153930664 (18.867836952209473) | > loss_duration: 2.1606016159057617 (2.319229483604431) | > loss_1: 32.03041458129883 (31.857113202412922)  --> STEP: 7 | > loss_disc: 2.185692310333252 (2.3394650731767928) | > loss_disc_real_0: 0.0677548497915268 (0.11217832352433886) | > loss_disc_real_1: 0.1417878121137619 (0.17701339295932225) | > loss_disc_real_2: 0.14164912700653076 (0.16406425407954625) | > loss_disc_real_3: 0.20578010380268097 (0.2387535912649972) | > loss_disc_real_4: 0.19323040544986725 (0.21747139522007533) | > loss_disc_real_5: 0.21318185329437256 (0.23253362945147923) | > loss_0: 2.185692310333252 (2.3394650731767928) | > loss_gen: 2.3298468589782715 (2.23545435496739) | > loss_kl: 4.295395374298096 (2.7952172415597096) | > loss_feat: 6.710734844207764 (6.020221642085484) | > loss_mel: 18.316970825195312 (18.78914179120745) | > loss_duration: 2.5635719299316406 (2.3541355473654613) | > loss_1: 34.216522216796875 (32.194171633039204)  --> STEP: 8 | > loss_disc: 2.301084041595459 (2.334667444229126) | > loss_disc_real_0: 0.11135651171207428 (0.11207559704780579) | > loss_disc_real_1: 0.18205149471759796 (0.1776431556791067) | > loss_disc_real_2: 0.14515671133995056 (0.1617008112370968) | > loss_disc_real_3: 0.21868276596069336 (0.23624473810195923) | > loss_disc_real_4: 0.2286883145570755 (0.21887351013720036) | > loss_disc_real_5: 0.29287493228912354 (0.24007629230618477) | > loss_0: 2.301084041595459 (2.334667444229126) | > loss_gen: 2.2402782440185547 (2.2360573410987854) | > loss_kl: 2.734130382537842 (2.7875813841819763) | > loss_feat: 8.512044906616211 (6.331699550151825) | > loss_mel: 19.195398330688477 (18.839923858642578) | > loss_duration: 2.2431998252868652 (2.3402685821056366) | > loss_1: 34.925052642822266 (32.535531759262085)  --> STEP: 9 | > loss_disc: 2.564397096633911 (2.360192961162991) | > loss_disc_real_0: 0.175313800573349 (0.11910206410619947) | > loss_disc_real_1: 0.2133447676897049 (0.18161000145806205) | > loss_disc_real_2: 0.2711424231529236 (0.17386099033885533) | > loss_disc_real_3: 0.22752030193805695 (0.23527535630597007) | > loss_disc_real_4: 0.3096664547920227 (0.22896161509884727) | > loss_disc_real_5: 0.3564837574958801 (0.25301045510503983) | > loss_0: 2.564397096633911 (2.360192961162991) | > loss_gen: 2.634716510772705 (2.2803528043958874) | > loss_kl: 2.5284624099731445 (2.7587903870476618) | > loss_feat: 6.293835163116455 (6.327492396036784) | > loss_mel: 18.76491928100586 (18.83159001668294) | > loss_duration: 2.1442718505859375 (2.3184911674923367) | > loss_1: 32.36620330810547 (32.51671748691135)  --> STEP: 10 | > loss_disc: 2.391845464706421 (2.363358211517334) | > loss_disc_real_0: 0.17033515870571136 (0.12422537356615067) | > loss_disc_real_1: 0.1908746361732483 (0.1825364649295807) | > loss_disc_real_2: 0.19237561523914337 (0.17571245282888412) | > loss_disc_real_3: 0.2013702094554901 (0.2318848416209221) | > loss_disc_real_4: 0.1952352374792099 (0.22558897733688354) | > loss_disc_real_5: 0.2705225646495819 (0.254761666059494) | > loss_0: 2.391845464706421 (2.363358211517334) | > loss_gen: 2.203936815261841 (2.2727112054824827) | > loss_kl: 2.372859239578247 (2.7201972723007204) | > loss_feat: 6.017641067504883 (6.296507263183594) | > loss_mel: 18.62274169921875 (18.810705184936523) | > loss_duration: 2.3082222938537598 (2.317464280128479) | > loss_1: 31.525400161743164 (32.41758575439453)  --> STEP: 11 | > loss_disc: 2.661107063293457 (2.390426288951527) | > loss_disc_real_0: 0.13618242740631104 (0.1253123784607107) | > loss_disc_real_1: 0.1879299432039261 (0.18302678113633936) | > loss_disc_real_2: 0.19992341101169586 (0.17791344902732156) | > loss_disc_real_3: 0.25351449847221375 (0.2338511740619486) | > loss_disc_real_4: 0.29641586542129517 (0.23202778534455734) | > loss_disc_real_5: 0.33839741349220276 (0.2623649158261039) | > loss_0: 2.661107063293457 (2.390426288951527) | > loss_gen: 2.1407558917999268 (2.260715267874978) | > loss_kl: 3.3189821243286133 (2.7746322588487105) | > loss_feat: 7.106163501739502 (6.370112375779585) | > loss_mel: 17.619531631469727 (18.702416680075906) | > loss_duration: 2.474607229232788 (2.331750002774325) | > loss_1: 32.66004180908203 (32.43962721391158)  --> STEP: 12 | > loss_disc: 2.4415087699890137 (2.3946831623713174) | > loss_disc_real_0: 0.09815052896738052 (0.12304889100293319) | > loss_disc_real_1: 0.1851760298013687 (0.18320588519175848) | > loss_disc_real_2: 0.15749454498291016 (0.17621187369028726) | > loss_disc_real_3: 0.2375997006893158 (0.23416355128089586) | > loss_disc_real_4: 0.2852588891983032 (0.23646371066570282) | > loss_disc_real_5: 0.29092150926589966 (0.2647446319460869) | > loss_0: 2.4415087699890137 (2.3946831623713174) | > loss_gen: 2.2654764652252197 (2.2611120343208317) | > loss_kl: 2.2097315788269043 (2.727557202180227) | > loss_feat: 7.225269794464111 (6.441375494003296) | > loss_mel: 20.140195846557617 (18.822231610616047) | > loss_duration: 2.262749671936035 (2.3259999752044678) | > loss_1: 34.103424072265625 (32.57827695210775)  --> STEP: 13 | > loss_disc: 2.339961528778076 (2.390473805941068) | > loss_disc_real_0: 0.12982460856437683 (0.12357010004612115) | > loss_disc_real_1: 0.20120251178741455 (0.184590241083732) | > loss_disc_real_2: 0.14607326686382294 (0.17389351931902078) | > loss_disc_real_3: 0.18380090594291687 (0.23028950163951287) | > loss_disc_real_4: 0.1913740485906601 (0.23299527512146875) | > loss_disc_real_5: 0.18930599093437195 (0.25894165956057036) | > loss_0: 2.339961528778076 (2.390473805941068) | > loss_gen: 2.2288784980773926 (2.258632531532875) | > loss_kl: 2.8027913570404053 (2.7333444448617787) | > loss_feat: 5.770110607147217 (6.389739733475905) | > loss_mel: 16.695241928100586 (18.65861701965332) | > loss_duration: 2.2207088470458984 (2.3179006576538086) | > loss_1: 29.717729568481445 (32.35823484567496)  --> STEP: 14 | > loss_disc: 2.528656482696533 (2.4003439971378873) | > loss_disc_real_0: 0.12492822110652924 (0.12366710869329316) | > loss_disc_real_1: 0.24387554824352264 (0.18882490588085993) | > loss_disc_real_2: 0.15973468124866486 (0.17288217374256679) | > loss_disc_real_3: 0.25088897347450256 (0.23176089248486928) | > loss_disc_real_4: 0.20874500274658203 (0.23126311280897685) | > loss_disc_real_5: 0.2744554281234741 (0.260049785886492) | > loss_0: 2.528656482696533 (2.4003439971378873) | > loss_gen: 2.1425557136535645 (2.2503413302557815) | > loss_kl: 3.505664110183716 (2.7885101352419173) | > loss_feat: 6.190642833709717 (6.375518526349749) | > loss_mel: 18.791608810424805 (18.668116433279856) | > loss_duration: 2.3449630737304688 (2.31983368737357) | > loss_1: 32.975433349609375 (32.402320453098845)  --> STEP: 15 | > loss_disc: 2.5271620750427246 (2.4087985356648765) | > loss_disc_real_0: 0.16545988619327545 (0.12645329385995865) | > loss_disc_real_1: 0.22493459284305573 (0.1912322183450063) | > loss_disc_real_2: 0.19170507788658142 (0.17413703401883443) | > loss_disc_real_3: 0.17534153163433075 (0.22799960176150005) | > loss_disc_real_4: 0.19572056829929352 (0.22889360984166462) | > loss_disc_real_5: 0.16524569690227509 (0.25372951328754423) | > loss_0: 2.5271620750427246 (2.4087985356648765) | > loss_gen: 1.903196096420288 (2.2271983146667487) | > loss_kl: 3.49755597114563 (2.8357798576354982) | > loss_feat: 6.50913667678833 (6.384426403045654) | > loss_mel: 15.757896423339844 (18.474101765950522) | > loss_duration: 2.2944822311401367 (2.318143590291341) | > loss_1: 29.962268829345703 (32.239650344848634)  --> STEP: 16 | > loss_disc: 2.5399489402770996 (2.4169954359531403) | > loss_disc_real_0: 0.15923041105270386 (0.12850186368450522) | > loss_disc_real_1: 0.22281333804130554 (0.193206038326025) | > loss_disc_real_2: 0.19330735504627228 (0.1753351790830493) | > loss_disc_real_3: 0.22523707151412964 (0.2278269436210394) | > loss_disc_real_4: 0.23349468410015106 (0.22918117698282003) | > loss_disc_real_5: 0.2597878873348236 (0.2541081616654992) | > loss_0: 2.5399489402770996 (2.4169954359531403) | > loss_gen: 2.197693347930908 (2.2253542542457585) | > loss_kl: 2.617230176925659 (2.822120502591133) | > loss_feat: 6.618513107299805 (6.399056822061539) | > loss_mel: 16.72052001953125 (18.364502906799316) | > loss_duration: 2.3646256923675537 (2.3210487216711044) | > loss_1: 30.518583297729492 (32.13208365440369)  --> STEP: 17 | > loss_disc: 2.5234947204589844 (2.4232600997476017) | > loss_disc_real_0: 0.09658434987068176 (0.12662436287192738) | > loss_disc_real_1: 0.12689465284347534 (0.1893053685917574) | > loss_disc_real_2: 0.21803340315818787 (0.17784683932276332) | > loss_disc_real_3: 0.27127477526664734 (0.23038269842372222) | > loss_disc_real_4: 0.281747430562973 (0.23227330954635844) | > loss_disc_real_5: 0.3411690294742584 (0.2592293891836615) | > loss_0: 2.5234947204589844 (2.4232600997476017) | > loss_gen: 2.333686351776123 (2.231726730571074) | > loss_kl: 2.2463250160217285 (2.7882501798517563) | > loss_feat: 6.310837268829346 (6.393867436577292) | > loss_mel: 18.54218864440918 (18.37495500901166) | > loss_duration: 2.4373509883880615 (2.3278900314779842) | > loss_1: 31.87038803100586 (32.116689794203815)  --> STEP: 18 | > loss_disc: 2.1946797370910645 (2.4105611907111273) | > loss_disc_real_0: 0.1315501630306244 (0.12689801843629944) | > loss_disc_real_1: 0.12689179182052612 (0.18583794766002232) | > loss_disc_real_2: 0.11899396032094955 (0.17457723493377367) | > loss_disc_real_3: 0.23318736255168915 (0.23053851309749815) | > loss_disc_real_4: 0.21382297575473785 (0.23124829100237954) | > loss_disc_real_5: 0.25826942920684814 (0.25917605807383853) | > loss_0: 2.1946797370910645 (2.4105611907111273) | > loss_gen: 2.3307251930236816 (2.2372266451517744) | > loss_kl: 2.503065586090088 (2.7724065913094416) | > loss_feat: 7.664087772369385 (6.464435233010186) | > loss_mel: 20.600322723388672 (18.498586548699272) | > loss_duration: 2.209404468536377 (2.3213075002034507) | > loss_1: 35.3076057434082 (32.29396290249295)  --> STEP: 19 | > loss_disc: 2.6680209636688232 (2.4241117050773218) | > loss_disc_real_0: 0.19567584991455078 (0.13051790430357582) | > loss_disc_real_1: 0.15727679431438446 (0.18433472906288348) | > loss_disc_real_2: 0.2015034556388855 (0.17599440444456904) | > loss_disc_real_3: 0.26286423206329346 (0.23223986672727684) | > loss_disc_real_4: 0.2739247977733612 (0.23349442293769435) | > loss_disc_real_5: 0.26065394282341003 (0.2592538414817107) | > loss_0: 2.6680209636688232 (2.4241117050773218) | > loss_gen: 2.0849180221557617 (2.2292104018361947) | > loss_kl: 1.6123764514923096 (2.7113523734243294) | > loss_feat: 5.395906925201416 (6.408196901020251) | > loss_mel: 15.93441104888916 (18.36362994344611) | > loss_duration: 2.3095972537994385 (2.3206911714453446) | > loss_1: 27.33721160888672 (32.03308125546104)  --> STEP: 20 | > loss_disc: 2.3610317707061768 (2.4209577083587646) | > loss_disc_real_0: 0.1422191560268402 (0.13110296688973905) | > loss_disc_real_1: 0.14882077276706696 (0.18255903124809264) | > loss_disc_real_2: 0.1965382993221283 (0.177021599188447) | > loss_disc_real_3: 0.24481718242168427 (0.23286873251199722) | > loss_disc_real_4: 0.20644550025463104 (0.23214197680354118) | > loss_disc_real_5: 0.1864383965730667 (0.2556130692362785) | > loss_0: 2.3610317707061768 (2.4209577083587646) | > loss_gen: 2.1849188804626465 (2.226995825767517) | > loss_kl: 2.1883060932159424 (2.68520005941391) | > loss_feat: 7.056533336639404 (6.440613722801208) | > loss_mel: 19.527772903442383 (18.421837091445923) | > loss_duration: 2.3453986644744873 (2.321926546096802) | > loss_1: 33.30293273925781 (32.09657382965088)  --> STEP: 21 | > loss_disc: 2.3226401805877686 (2.4162759213220504) | > loss_disc_real_0: 0.1527729332447052 (0.13213487004949934) | > loss_disc_real_1: 0.15323127806186676 (0.18116247157255808) | > loss_disc_real_2: 0.16699035465717316 (0.17654392087743395) | > loss_disc_real_3: 0.19229908287525177 (0.23093684443405696) | > loss_disc_real_4: 0.22867831587791443 (0.23197704056898752) | > loss_disc_real_5: 0.23179826140403748 (0.2544790307680766) | > loss_0: 2.3226401805877686 (2.4162759213220504) | > loss_gen: 2.185171365737915 (2.2250041848137263) | > loss_kl: 1.7676548957824707 (2.6415074325743175) | > loss_feat: 5.758575439453125 (6.408135709308443) | > loss_mel: 17.088153839111328 (18.358328365144274) | > loss_duration: 2.184168815612793 (2.315366654168992) | > loss_1: 28.983722686767578 (31.94834282284691)  --> STEP: 22 | > loss_disc: 2.444136619567871 (2.4175423166968604) | > loss_disc_real_0: 0.11177557706832886 (0.1312094476412643) | > loss_disc_real_1: 0.2485264539718628 (0.1842244707725265) | > loss_disc_real_2: 0.20517167448997498 (0.17784518240527672) | > loss_disc_real_3: 0.25169533491134644 (0.23188041218302466) | > loss_disc_real_4: 0.2603805959224701 (0.2332681112668731) | > loss_disc_real_5: 0.28479692339897156 (0.2558571167967536) | > loss_0: 2.444136619567871 (2.4175423166968604) | > loss_gen: 2.4563381671905518 (2.2355193658308545) | > loss_kl: 2.324434518814087 (2.627095027403398) | > loss_feat: 7.266618728637695 (6.4471576647325) | > loss_mel: 18.194591522216797 (18.350885781374846) | > loss_duration: 2.1490912437438965 (2.307808680967851) | > loss_1: 32.391075134277344 (31.968467018821023)  --> STEP: 23 | > loss_disc: 2.382424831390381 (2.416015469509622) | > loss_disc_real_0: 0.22135160863399506 (0.1351286720322526) | > loss_disc_real_1: 0.20857535302639008 (0.18528320478356403) | > loss_disc_real_2: 0.1551128625869751 (0.17685682067404623) | > loss_disc_real_3: 0.24914352595806122 (0.23263098234715668) | > loss_disc_real_4: 0.23240256309509277 (0.23323047873766525) | > loss_disc_real_5: 0.2145482897758484 (0.25406108083932294) | > loss_0: 2.382424831390381 (2.416015469509622) | > loss_gen: 2.324894905090332 (2.2394052588421363) | > loss_kl: 2.458601474761963 (2.619769220766814) | > loss_feat: 4.510644435882568 (6.362961437391198) | > loss_mel: 16.64443016052246 (18.27669205872909) | > loss_duration: 2.268461227416992 (2.306097922117814) | > loss_1: 28.207033157348633 (31.80492641614831)  --> STEP: 24 | > loss_disc: 2.493128776550293 (2.41922852396965) | > loss_disc_real_0: 0.2441881000995636 (0.13967281486839056) | > loss_disc_real_1: 0.2274494618177414 (0.18704013215998808) | > loss_disc_real_2: 0.20990611612796783 (0.17823387465129295) | > loss_disc_real_3: 0.1989290565252304 (0.23122673543790975) | > loss_disc_real_4: 0.24367673695087433 (0.23366573949654898) | > loss_disc_real_5: 0.23750348389148712 (0.2533711809664964) | > loss_0: 2.493128776550293 (2.41922852396965) | > loss_gen: 2.4518320560455322 (2.2482563753922777) | > loss_kl: 2.1916346549987793 (2.6019302805264792) | > loss_feat: 6.863930702209473 (6.383835156758626) | > loss_mel: 17.212913513183594 (18.232367952664692) | > loss_duration: 2.418445348739624 (2.310779064893723) | > loss_1: 31.138755798339844 (31.777169307072956)  --> STEP: 25 | > loss_disc: 2.4310760498046875 (2.419702425003051) | > loss_disc_real_0: 0.13431939482688904 (0.1394586780667305) | > loss_disc_real_1: 0.2685093283653259 (0.1902989000082016) | > loss_disc_real_2: 0.18846867978572845 (0.17864326685667037) | > loss_disc_real_3: 0.2323472648859024 (0.23127155661582946) | > loss_disc_real_4: 0.21724458038806915 (0.23300889313220977) | > loss_disc_real_5: 0.2017582505941391 (0.2513066637516021) | > loss_0: 2.4310760498046875 (2.419702425003051) | > loss_gen: 2.42559552192688 (2.255349941253662) | > loss_kl: 2.3684611320495605 (2.5925915145874026) | > loss_feat: 7.422176361083984 (6.42536880493164) | > loss_mel: 18.29715919494629 (18.234959602355957) | > loss_duration: 2.3741559982299805 (2.3133141422271732) | > loss_1: 32.887550354003906 (31.821584548950195)  --> STEP: 26 | > loss_disc: 2.39619517326355 (2.418798299936147) | > loss_disc_real_0: 0.13234364986419678 (0.13918502313586384) | > loss_disc_real_1: 0.13775601983070374 (0.18827802000137475) | > loss_disc_real_2: 0.08195307105779648 (0.1749244131720983) | > loss_disc_real_3: 0.13400594890117645 (0.22753057170372742) | > loss_disc_real_4: 0.35630229115486145 (0.23775094690231177) | > loss_disc_real_5: 0.24853242933750153 (0.25119996242798287) | > loss_0: 2.39619517326355 (2.418798299936147) | > loss_gen: 2.3083789348602295 (2.2573895179308376) | > loss_kl: 2.3314082622528076 (2.5825460048822255) | > loss_feat: 13.64411449432373 (6.703012869908259) | > loss_mel: 20.05638313293457 (18.30501435353206) | > loss_duration: 2.289872884750366 (2.312412555401142) | > loss_1: 40.630157470703125 (32.16037581517146) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024175093724177433 (-1.5543057368352063e-05) | > avg_loss_disc: 2.418798299936147 (-0.054579780651973664) | > avg_loss_disc_real_0: 0.13918502313586384 (-0.015914701641752127) | > avg_loss_disc_real_1: 0.18827802000137475 (-0.010619673591393708) | > avg_loss_disc_real_2: 0.1749244131720983 (-0.06396608857008126) | > avg_loss_disc_real_3: 0.22753057170372742 (-0.024848422751976906) | > avg_loss_disc_real_4: 0.23775094690231177 (+0.014703223338493943) | > avg_loss_disc_real_5: 0.25119996242798287 (+0.031626486434386286) | > avg_loss_0: 2.418798299936147 (-0.054579780651973664) | > avg_loss_gen: 2.2573895179308376 (-0.035099180845113764) | > avg_loss_kl: 2.5825460048822255 (-0.13056573042502784) | > avg_loss_feat: 6.703012869908259 (+0.48160485120919994) | > avg_loss_mel: 18.30501435353206 (+0.6433960107656631) | > avg_loss_duration: 2.312412555401142 (+0.011807689299949686) | > avg_loss_1: 32.16037581517146 (+0.9711443094106826)  > EPOCH: 410/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:05:17)   --> TIME: 2024-06-11 09:05:27 -- STEP: 24/330 -- GLOBAL_STEP: 223325 | > loss_disc: 2.290304660797119 (2.280958890914917) | > loss_disc_real_0: 0.10811363160610199 (0.10378877104570468) | > loss_disc_real_1: 0.20363663136959076 (0.19782908571263155) | > loss_disc_real_2: 0.26113343238830566 (0.21273032017052174) | > loss_disc_real_3: 0.22517123818397522 (0.22178989835083485) | > loss_disc_real_4: 0.2160123586654663 (0.22218995913863182) | > loss_disc_real_5: 0.2499619722366333 (0.21458273443082967) | > loss_0: 2.290304660797119 (2.280958890914917) | > grad_norm_0: tensor(8.9830, device='cuda:0') (tensor(8.4527, device='cuda:0')) | > loss_gen: 2.7230734825134277 (2.543176780144373) | > loss_kl: 1.8176270723342896 (1.8943032224973042) | > loss_feat: 8.223206520080566 (7.192864696184794) | > loss_mel: 18.20113182067871 (18.347806135813396) | > loss_duration: 2.012540578842163 (2.086428369084994) | > loss_1: 32.97758102416992 (32.064579010009766) | > grad_norm_1: tensor(226.6600, device='cuda:0') (tensor(121.2379, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.3561 (0.360875407854716) | > loader_time: 0.0032 (0.003260195255279541)  --> TIME: 2024-06-11 09:05:36 -- STEP: 49/330 -- GLOBAL_STEP: 223350 | > loss_disc: 2.425912618637085 (2.3131602783592378) | > loss_disc_real_0: 0.1185799092054367 (0.10542249557923297) | > loss_disc_real_1: 0.1859012246131897 (0.19730475180003107) | > loss_disc_real_2: 0.198871448636055 (0.2126312781961597) | > loss_disc_real_3: 0.20835359394550323 (0.2251728919087624) | > loss_disc_real_4: 0.2092360407114029 (0.22395199081119227) | > loss_disc_real_5: 0.18234120309352875 (0.21727720055044913) | > loss_0: 2.425912618637085 (2.3131602783592378) | > grad_norm_0: tensor(27.4794, device='cuda:0') (tensor(11.3805, device='cuda:0')) | > loss_gen: 2.4855563640594482 (2.5345869112987915) | > loss_kl: 1.801220417022705 (1.8933487181760826) | > loss_feat: 7.240806579589844 (7.216606694824842) | > loss_mel: 17.69530487060547 (18.307071530089086) | > loss_duration: 1.9626673460006714 (2.044881599290031) | > loss_1: 31.18555450439453 (31.99649526634995) | > grad_norm_1: tensor(492.8246, device='cuda:0') (tensor(152.4421, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.367 (0.36019011419646596) | > loader_time: 0.0034 (0.0033975766629588846)  --> TIME: 2024-06-11 09:05:46 -- STEP: 74/330 -- GLOBAL_STEP: 223375 | > loss_disc: 2.347266912460327 (2.3128753127278516) | > loss_disc_real_0: 0.08561863750219345 (0.10592716559767724) | > loss_disc_real_1: 0.18935801088809967 (0.19734011852257954) | > loss_disc_real_2: 0.21653422713279724 (0.21355165239121468) | > loss_disc_real_3: 0.22039088606834412 (0.22635882045771624) | > loss_disc_real_4: 0.22695229947566986 (0.2267054007262797) | > loss_disc_real_5: 0.22081135213375092 (0.21832306401149645) | > loss_0: 2.347266912460327 (2.3128753127278516) | > grad_norm_0: tensor(14.5875, device='cuda:0') (tensor(13.4356, device='cuda:0')) | > loss_gen: 2.704150676727295 (2.5393957382923857) | > loss_kl: 1.9849334955215454 (1.9052593949678782) | > loss_feat: 7.4118475914001465 (7.250859215452865) | > loss_mel: 18.287343978881836 (18.265666007995613) | > loss_duration: 1.9417381286621094 (2.0291468791059546) | > loss_1: 32.330013275146484 (31.99032719070847) | > grad_norm_1: tensor(225.2785, device='cuda:0') (tensor(195.1653, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.3631 (0.36276763516503413) | > loader_time: 0.0037 (0.0035187553715061498)  --> TIME: 2024-06-11 09:05:55 -- STEP: 99/330 -- GLOBAL_STEP: 223400 | > loss_disc: 2.312394380569458 (2.3203325512433306) | > loss_disc_real_0: 0.12902601063251495 (0.10773941099342674) | > loss_disc_real_1: 0.16175054013729095 (0.19880573210692157) | > loss_disc_real_2: 0.2074969857931137 (0.21346260050330504) | > loss_disc_real_3: 0.199040949344635 (0.22669360718943857) | > loss_disc_real_4: 0.22132599353790283 (0.2270585000514984) | > loss_disc_real_5: 0.21225318312644958 (0.218829169116839) | > loss_0: 2.312394380569458 (2.3203325512433306) | > grad_norm_0: tensor(5.1198, device='cuda:0') (tensor(15.0768, device='cuda:0')) | > loss_gen: 2.5204885005950928 (2.5343718384251472) | > loss_kl: 1.8820433616638184 (1.9108827776379056) | > loss_feat: 7.285380840301514 (7.263769409873269) | > loss_mel: 18.361417770385742 (18.180279953311206) | > loss_duration: 2.0197019577026367 (2.0272685566333797) | > loss_1: 32.069034576416016 (31.916572513002336) | > grad_norm_1: tensor(177.1966, device='cuda:0') (tensor(206.6558, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.382 (0.3646611420795171) | > loader_time: 0.0036 (0.0036345924993958136)  --> TIME: 2024-06-11 09:06:05 -- STEP: 124/330 -- GLOBAL_STEP: 223425 | > loss_disc: 2.3381540775299072 (2.320228636264802) | > loss_disc_real_0: 0.08743879199028015 (0.1078882112858757) | > loss_disc_real_1: 0.18666374683380127 (0.19760652054702077) | > loss_disc_real_2: 0.20898638665676117 (0.21270376215538675) | > loss_disc_real_3: 0.2050599902868271 (0.22650691278038487) | > loss_disc_real_4: 0.2332407683134079 (0.2266097502602685) | > loss_disc_real_5: 0.20748281478881836 (0.21898747535963212) | > loss_0: 2.3381540775299072 (2.320228636264802) | > grad_norm_0: tensor(19.2141, device='cuda:0') (tensor(16.9461, device='cuda:0')) | > loss_gen: 2.537978410720825 (2.5328964052661793) | > loss_kl: 1.8621912002563477 (1.9120198267121469) | > loss_feat: 7.599159240722656 (7.238976455503894) | > loss_mel: 18.410476684570312 (18.152945687693947) | > loss_duration: 2.048396110534668 (2.0290538620564234) | > loss_1: 32.45820236206055 (31.865892271841727) | > grad_norm_1: tensor(97.4956, device='cuda:0') (tensor(221.6502, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.3717 (0.3655876555750447) | > loader_time: 0.0039 (0.0037148940947748)  --> TIME: 2024-06-11 09:06:14 -- STEP: 149/330 -- GLOBAL_STEP: 223450 | > loss_disc: 2.235987901687622 (2.3210294038657384) | > loss_disc_real_0: 0.08924812078475952 (0.10959675758076995) | > loss_disc_real_1: 0.21083667874336243 (0.19757729058697715) | > loss_disc_real_2: 0.19105680286884308 (0.21181966514395398) | > loss_disc_real_3: 0.21675975620746613 (0.22702703439949337) | > loss_disc_real_4: 0.22977785766124725 (0.2269097347587547) | > loss_disc_real_5: 0.22521710395812988 (0.21931158306214632) | > loss_0: 2.235987901687622 (2.3210294038657384) | > grad_norm_0: tensor(13.9778, device='cuda:0') (tensor(19.9568, device='cuda:0')) | > loss_gen: 2.8461804389953613 (2.5363571995856793) | > loss_kl: 1.85573410987854 (1.9122953766944424) | > loss_feat: 7.264161586761475 (7.22811887408263) | > loss_mel: 18.051664352416992 (18.128676843323177) | > loss_duration: 2.064016342163086 (2.0320361948653356) | > loss_1: 32.081756591796875 (31.837484487751187) | > grad_norm_1: tensor(373.1140, device='cuda:0') (tensor(242.3128, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.3883 (0.3694267352955453) | > loader_time: 0.0047 (0.0038021970915314337)  --> TIME: 2024-06-11 09:06:24 -- STEP: 174/330 -- GLOBAL_STEP: 223475 | > loss_disc: 2.2712466716766357 (2.3228413962769796) | > loss_disc_real_0: 0.06854616850614548 (0.10996856086555569) | > loss_disc_real_1: 0.20150277018547058 (0.19786094934090798) | > loss_disc_real_2: 0.21206234395503998 (0.21205735626234415) | > loss_disc_real_3: 0.2416635900735855 (0.22702594777975954) | > loss_disc_real_4: 0.24358496069908142 (0.22696810318478222) | > loss_disc_real_5: 0.2553102970123291 (0.21972524811481609) | > loss_0: 2.2712466716766357 (2.3228413962769796) | > grad_norm_0: tensor(29.5709, device='cuda:0') (tensor(22.4570, device='cuda:0')) | > loss_gen: 2.711472272872925 (2.5410351328466145) | > loss_kl: 2.036400079727173 (1.9160307563584427) | > loss_feat: 7.140228271484375 (7.2383417425484495) | > loss_mel: 18.306476593017578 (18.109450318347463) | > loss_duration: 2.1170992851257324 (2.036604258520849) | > loss_1: 32.311676025390625 (31.84146215723849) | > grad_norm_1: tensor(264.8361, device='cuda:0') (tensor(256.2222, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.3936 (0.3724253849051465) | > loader_time: 0.0044 (0.0039014898497482828)  --> TIME: 2024-06-11 09:06:34 -- STEP: 199/330 -- GLOBAL_STEP: 223500 | > loss_disc: 2.2870969772338867 (2.326388551961239) | > loss_disc_real_0: 0.08733765780925751 (0.11262966011037778) | > loss_disc_real_1: 0.1444374918937683 (0.19775863658243684) | > loss_disc_real_2: 0.23808136582374573 (0.21243111879082788) | > loss_disc_real_3: 0.22162345051765442 (0.2271114629716729) | > loss_disc_real_4: 0.2377820909023285 (0.22602819303172317) | > loss_disc_real_5: 0.22440749406814575 (0.2194454941018742) | > loss_0: 2.2870969772338867 (2.326388551961239) | > grad_norm_0: tensor(12.1123, device='cuda:0') (tensor(24.4925, device='cuda:0')) | > loss_gen: 2.4193642139434814 (2.5482715541992973) | > loss_kl: 1.807968020439148 (1.9154631612288893) | > loss_feat: 7.133008003234863 (7.263183922024828) | > loss_mel: 18.483638763427734 (18.08202373562148) | > loss_duration: 2.151238203048706 (2.0442109461405766) | > loss_1: 31.995216369628906 (31.853153238344433) | > grad_norm_1: tensor(256.4719, device='cuda:0') (tensor(272.4005, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.4063 (0.37488589694152524) | > loader_time: 0.0049 (0.004020251221393218) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_223500.pth  --> TIME: 2024-06-11 09:06:50 -- STEP: 224/330 -- GLOBAL_STEP: 223525 | > loss_disc: 2.168954849243164 (2.327970311045649) | > loss_disc_real_0: 0.09763743728399277 (0.11323730940265316) | > loss_disc_real_1: 0.19312995672225952 (0.19814698211848733) | > loss_disc_real_2: 0.1779855340719223 (0.21193633927032357) | > loss_disc_real_3: 0.2115119993686676 (0.22725751776514305) | > loss_disc_real_4: 0.19443820416927338 (0.2259064421190747) | > loss_disc_real_5: 0.183624729514122 (0.219916240179113) | > loss_0: 2.168954849243164 (2.327970311045649) | > grad_norm_0: tensor(14.6014, device='cuda:0') (tensor(25.4866, device='cuda:0')) | > loss_gen: 2.660529375076294 (2.540929421782496) | > loss_kl: 1.9429174661636353 (1.9134128029857362) | > loss_feat: 7.977054595947266 (7.248262186135564) | > loss_mel: 18.32538414001465 (18.045424631663735) | > loss_duration: 2.160306692123413 (2.0510173807186733) | > loss_1: 33.066192626953125 (31.79904638017927) | > grad_norm_1: tensor(248.6711, device='cuda:0') (tensor(284.0975, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.4159 (0.378700747021607) | > loader_time: 0.0053 (0.004148064979485103)  --> TIME: 2024-06-11 09:07:00 -- STEP: 249/330 -- GLOBAL_STEP: 223550 | > loss_disc: 2.302476644515991 (2.327071735657843) | > loss_disc_real_0: 0.1044677197933197 (0.11408717616135816) | > loss_disc_real_1: 0.19273334741592407 (0.1977030999928593) | > loss_disc_real_2: 0.20463509857654572 (0.21196663487388434) | > loss_disc_real_3: 0.22902098298072815 (0.2276847892736335) | > loss_disc_real_4: 0.23388849198818207 (0.2266562211824708) | > loss_disc_real_5: 0.22699783742427826 (0.2199789463396532) | > loss_0: 2.302476644515991 (2.327071735657843) | > grad_norm_0: tensor(37.5141, device='cuda:0') (tensor(25.7742, device='cuda:0')) | > loss_gen: 2.4609498977661133 (2.537410667143674) | > loss_kl: 1.8785649538040161 (1.9184796412785847) | > loss_feat: 6.667104244232178 (7.234430833992709) | > loss_mel: 18.030569076538086 (18.008600464786394) | > loss_duration: 2.1202611923217773 (2.0589096369034787) | > loss_1: 31.157451629638672 (31.757831251764873) | > grad_norm_1: tensor(405.7668, device='cuda:0') (tensor(285.8575, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.4114 (0.38227608500714283) | > loader_time: 0.006 (0.004272726166200446)  --> TIME: 2024-06-11 09:07:12 -- STEP: 274/330 -- GLOBAL_STEP: 223575 | > loss_disc: 2.28013014793396 (2.3289644344009637) | > loss_disc_real_0: 0.12291708588600159 (0.114308194250521) | > loss_disc_real_1: 0.17090477049350739 (0.1979531832311275) | > loss_disc_real_2: 0.1953471601009369 (0.21217508565117846) | > loss_disc_real_3: 0.27279743552207947 (0.22795940418965624) | > loss_disc_real_4: 0.24575501680374146 (0.2269977517154095) | > loss_disc_real_5: 0.2641039192676544 (0.2201835862258925) | > loss_0: 2.28013014793396 (2.3289644344009637) | > grad_norm_0: tensor(65.5319, device='cuda:0') (tensor(27.0757, device='cuda:0')) | > loss_gen: 2.680901288986206 (2.536729119119855) | > loss_kl: 1.9266176223754883 (1.9255744862730486) | > loss_feat: 7.664641380310059 (7.23977562458846) | > loss_mel: 17.0459041595459 (17.956539745748486) | > loss_duration: 2.1474101543426514 (2.0667966243124356) | > loss_1: 31.465473175048828 (31.725415619620442) | > grad_norm_1: tensor(634.4666, device='cuda:0') (tensor(296.8748, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.4458 (0.3872307460673534) | > loader_time: 0.007 (0.004442086184981967)  --> TIME: 2024-06-11 09:07:23 -- STEP: 299/330 -- GLOBAL_STEP: 223600 | > loss_disc: 2.3426339626312256 (2.33171886584432) | > loss_disc_real_0: 0.12394007295370102 (0.11542270717563038) | > loss_disc_real_1: 0.1766226589679718 (0.1988245911622127) | > loss_disc_real_2: 0.24870823323726654 (0.21266812180795) | > loss_disc_real_3: 0.24461184442043304 (0.228046144131434) | > loss_disc_real_4: 0.22274906933307648 (0.22629014405119777) | > loss_disc_real_5: 0.2449360489845276 (0.21963396962470433) | > loss_0: 2.3426339626312256 (2.33171886584432) | > grad_norm_0: tensor(14.8435, device='cuda:0') (tensor(29.4795, device='cuda:0')) | > loss_gen: 2.740489959716797 (2.5368137431383952) | > loss_kl: 2.035449743270874 (1.9296754459074907) | > loss_feat: 6.574193000793457 (7.250531734032776) | > loss_mel: 17.508861541748047 (17.923416067525306) | > loss_duration: 2.22483491897583 (2.0769966697214453) | > loss_1: 31.08382797241211 (31.717433687037847) | > grad_norm_1: tensor(490.3248, device='cuda:0') (tensor(308.4361, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.4735 (0.39344387548823023) | > loader_time: 0.0067 (0.004624589231101962)  --> TIME: 2024-06-11 09:07:37 -- STEP: 324/330 -- GLOBAL_STEP: 223625 | > loss_disc: 2.5093276500701904 (2.3386151069476298) | > loss_disc_real_0: 0.15109725296497345 (0.11722378569574636) | > loss_disc_real_1: 0.2787485122680664 (0.20030405965668183) | > loss_disc_real_2: 0.24749457836151123 (0.21288943152736733) | > loss_disc_real_3: 0.2682704031467438 (0.22811591556226765) | > loss_disc_real_4: 0.24186965823173523 (0.22639657248869355) | > loss_disc_real_5: 0.26413750648498535 (0.21986038210215392) | > loss_0: 2.5093276500701904 (2.3386151069476298) | > grad_norm_0: tensor(18.6860, device='cuda:0') (tensor(31.4246, device='cuda:0')) | > loss_gen: 2.55246639251709 (2.5365670551488457) | > loss_kl: 2.0388824939727783 (1.9348662664860854) | > loss_feat: 8.52374267578125 (7.3093352200072506) | > loss_mel: 17.637754440307617 (17.88787056487285) | > loss_duration: 2.2728939056396484 (2.0907484951578557) | > loss_1: 33.02574157714844 (31.759387610871116) | > grad_norm_1: tensor(126.4764, device='cuda:0') (tensor(314.8905, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.5807 (0.4046876511456054) | > loader_time: 0.0093 (0.004909339510364295)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2639997005462646 (2.2639997005462646) | > loss_disc_real_0: 0.061695486307144165 (0.061695486307144165) | > loss_disc_real_1: 0.14207381010055542 (0.14207381010055542) | > loss_disc_real_2: 0.17481429874897003 (0.17481429874897003) | > loss_disc_real_3: 0.21812139451503754 (0.21812139451503754) | > loss_disc_real_4: 0.19687598943710327 (0.19687598943710327) | > loss_disc_real_5: 0.3088979125022888 (0.3088979125022888) | > loss_0: 2.2639997005462646 (2.2639997005462646) | > loss_gen: 2.303041458129883 (2.303041458129883) | > loss_kl: 1.9962958097457886 (1.9962958097457886) | > loss_feat: 7.14193058013916 (7.14193058013916) | > loss_mel: 19.06814956665039 (19.06814956665039) | > loss_duration: 2.9618449211120605 (2.9618449211120605) | > loss_1: 33.47126007080078 (33.47126007080078)  --> STEP: 1 | > loss_disc: 2.2912797927856445 (2.2912797927856445) | > loss_disc_real_0: 0.12205935269594193 (0.12205935269594193) | > loss_disc_real_1: 0.18342337012290955 (0.18342337012290955) | > loss_disc_real_2: 0.1475333720445633 (0.1475333720445633) | > loss_disc_real_3: 0.17450174689292908 (0.17450174689292908) | > loss_disc_real_4: 0.20698268711566925 (0.20698268711566925) | > loss_disc_real_5: 0.18200275301933289 (0.18200275301933289) | > loss_0: 2.2912797927856445 (2.2912797927856445) | > loss_gen: 2.055138349533081 (2.055138349533081) | > loss_kl: 2.2479355335235596 (2.2479355335235596) | > loss_feat: 7.360820770263672 (7.360820770263672) | > loss_mel: 17.957117080688477 (17.957117080688477) | > loss_duration: 2.4251041412353516 (2.4251041412353516) | > loss_1: 32.046112060546875 (32.046112060546875)  --> STEP: 2 | > loss_disc: 2.345529079437256 (2.31840443611145) | > loss_disc_real_0: 0.1260804682970047 (0.12406991049647331) | > loss_disc_real_1: 0.170730859041214 (0.17707711458206177) | > loss_disc_real_2: 0.19579742848873138 (0.17166540026664734) | > loss_disc_real_3: 0.2612553536891937 (0.2178785502910614) | > loss_disc_real_4: 0.24541214108467102 (0.22619741410017014) | > loss_disc_real_5: 0.3039705455303192 (0.24298664927482605) | > loss_0: 2.345529079437256 (2.31840443611145) | > loss_gen: 2.6182241439819336 (2.3366812467575073) | > loss_kl: 2.881984233856201 (2.5649598836898804) | > loss_feat: 7.11917781829834 (7.239999294281006) | > loss_mel: 17.717761993408203 (17.83743953704834) | > loss_duration: 2.5298519134521484 (2.47747802734375) | > loss_1: 32.86699676513672 (32.4565544128418)  --> STEP: 3 | > loss_disc: 2.3325717449188232 (2.3231268723805747) | > loss_disc_real_0: 0.1786714643239975 (0.14227042843898138) | > loss_disc_real_1: 0.18806417286396027 (0.1807394673426946) | > loss_disc_real_2: 0.16552971303462982 (0.16962017118930817) | > loss_disc_real_3: 0.21190030872821808 (0.21588580310344696) | > loss_disc_real_4: 0.22619974613189697 (0.22619819144407907) | > loss_disc_real_5: 0.22932912409305573 (0.23843414088090262) | > loss_0: 2.3325717449188232 (2.3231268723805747) | > loss_gen: 2.3547115325927734 (2.342691342035929) | > loss_kl: 2.888437271118164 (2.672785679499308) | > loss_feat: 6.967185020446777 (7.14906120300293) | > loss_mel: 17.56188201904297 (17.74558703104655) | > loss_duration: 2.2360341548919678 (2.3969967365264893) | > loss_1: 32.00824737548828 (32.30711873372396)  --> STEP: 4 | > loss_disc: 2.1932854652404785 (2.2906665205955505) | > loss_disc_real_0: 0.09369439631700516 (0.13012642040848732) | > loss_disc_real_1: 0.17119154334068298 (0.1783524863421917) | > loss_disc_real_2: 0.1976020336151123 (0.1766156367957592) | > loss_disc_real_3: 0.16892819106578827 (0.2041464000940323) | > loss_disc_real_4: 0.13952948153018951 (0.2045310139656067) | > loss_disc_real_5: 0.18693357706069946 (0.22555899992585182) | > loss_0: 2.1932854652404785 (2.2906665205955505) | > loss_gen: 2.292163848876953 (2.3300594687461853) | > loss_kl: 3.769003391265869 (2.9468401074409485) | > loss_feat: 7.945399284362793 (7.3481457233428955) | > loss_mel: 17.971529006958008 (17.802072525024414) | > loss_duration: 2.2472667694091797 (2.359564244747162) | > loss_1: 34.225364685058594 (32.78668022155762)  --> STEP: 5 | > loss_disc: 2.561422109603882 (2.344817638397217) | > loss_disc_real_0: 0.11856058239936829 (0.1278132528066635) | > loss_disc_real_1: 0.22793669998645782 (0.18826932907104493) | > loss_disc_real_2: 0.18536609411239624 (0.17836572825908661) | > loss_disc_real_3: 0.26722198724746704 (0.21676151752471923) | > loss_disc_real_4: 0.2660251259803772 (0.2168298363685608) | > loss_disc_real_5: 0.32123783230781555 (0.24469476640224458) | > loss_0: 2.561422109603882 (2.344817638397217) | > loss_gen: 2.082124710083008 (2.28047251701355) | > loss_kl: 2.686600685119629 (2.8947922229766845) | > loss_feat: 4.258586883544922 (6.730233955383301) | > loss_mel: 16.98589515686035 (17.6388370513916) | > loss_duration: 2.3441081047058105 (2.3564730167388914) | > loss_1: 28.357316970825195 (31.900807571411132)  --> STEP: 6 | > loss_disc: 2.4909822940826416 (2.3691784143447876) | > loss_disc_real_0: 0.09053977578878403 (0.12160100663701694) | > loss_disc_real_1: 0.1392897516489029 (0.18010606616735458) | > loss_disc_real_2: 0.2536510229110718 (0.1909132773677508) | > loss_disc_real_3: 0.20587071776390076 (0.21494638423124948) | > loss_disc_real_4: 0.2914218306541443 (0.22926183541615805) | > loss_disc_real_5: 0.33008265495300293 (0.2589260811607043) | > loss_0: 2.4909822940826416 (2.3691784143447876) | > loss_gen: 2.1720757484436035 (2.2624063889185586) | > loss_kl: 2.2691988945007324 (2.7905266682306924) | > loss_feat: 4.591562271118164 (6.373788674672444) | > loss_mel: 18.42324447631836 (17.769571622212727) | > loss_duration: 2.1820273399353027 (2.327398737271627) | > loss_1: 29.63810920715332 (31.523691177368164)  --> STEP: 7 | > loss_disc: 2.363647222518921 (2.3683882440839494) | > loss_disc_real_0: 0.13341760635375977 (0.12328909231083733) | > loss_disc_real_1: 0.3057691156864166 (0.19805793038436345) | > loss_disc_real_2: 0.20521792769432068 (0.19295679884297506) | > loss_disc_real_3: 0.22153186798095703 (0.21588716762406485) | > loss_disc_real_4: 0.2957407236099243 (0.23875881944383895) | > loss_disc_real_5: 0.272365003824234 (0.26084592725549427) | > loss_0: 2.363647222518921 (2.3683882440839494) | > loss_gen: 2.837433099746704 (2.344553061894008) | > loss_kl: 3.5957119464874268 (2.9055531365530833) | > loss_feat: 8.053709983825684 (6.613777433122907) | > loss_mel: 19.442102432250977 (18.008504595075333) | > loss_duration: 2.5184879302978516 (2.35469719341823) | > loss_1: 36.44744873046875 (32.22708511352539)  --> STEP: 8 | > loss_disc: 2.3586292266845703 (2.367168366909027) | > loss_disc_real_0: 0.16359364986419678 (0.12832716200500727) | > loss_disc_real_1: 0.2565803825855255 (0.2053732369095087) | > loss_disc_real_2: 0.2526976764202118 (0.20042440854012966) | > loss_disc_real_3: 0.21733133494853973 (0.21606768853962421) | > loss_disc_real_4: 0.17230936884880066 (0.23045263811945915) | > loss_disc_real_5: 0.23783369362354279 (0.2579693980515003) | > loss_0: 2.3586292266845703 (2.367168366909027) | > loss_gen: 2.6455469131469727 (2.3821772933006287) | > loss_kl: 2.9857687950134277 (2.915580093860626) | > loss_feat: 8.170829772949219 (6.808408975601196) | > loss_mel: 19.260377883911133 (18.16498875617981) | > loss_duration: 2.230372190475464 (2.3391565680503845) | > loss_1: 35.29289627075195 (32.61031150817871)  --> STEP: 9 | > loss_disc: 2.503204822540283 (2.3822835286458335) | > loss_disc_real_0: 0.22182953357696533 (0.1387163144018915) | > loss_disc_real_1: 0.19339171051979065 (0.20404195619954002) | > loss_disc_real_2: 0.25746381282806396 (0.20676212012767792) | > loss_disc_real_3: 0.16793958842754364 (0.21072012186050415) | > loss_disc_real_4: 0.20686602592468262 (0.22783190343115065) | > loss_disc_real_5: 0.2375769168138504 (0.25570356680287254) | > loss_0: 2.503204822540283 (2.3822835286458335) | > loss_gen: 2.331529140472412 (2.37654972076416) | > loss_kl: 2.3825039863586426 (2.8563494152492948) | > loss_feat: 10.386785507202148 (7.206006368001302) | > loss_mel: 19.452896118164062 (18.30808957417806) | > loss_duration: 2.1184334754943848 (2.314631779988607) | > loss_1: 36.67214584350586 (33.06162643432617)  --> STEP: 10 | > loss_disc: 2.557002544403076 (2.399755430221558) | > loss_disc_real_0: 0.19377657771110535 (0.14422234073281287) | > loss_disc_real_1: 0.22825634479522705 (0.20646339505910874) | > loss_disc_real_2: 0.17966292798519135 (0.20405220091342927) | > loss_disc_real_3: 0.20767824351787567 (0.2104159340262413) | > loss_disc_real_4: 0.23794196546077728 (0.2288429096341133) | > loss_disc_real_5: 0.2876797616481781 (0.2589011862874031) | > loss_0: 2.557002544403076 (2.399755430221558) | > loss_gen: 2.2470903396606445 (2.3636037826538088) | > loss_kl: 2.01629900932312 (2.772344374656677) | > loss_feat: 5.897010803222656 (7.075106811523438) | > loss_mel: 17.947479248046875 (18.272028541564943) | > loss_duration: 2.3341317176818848 (2.3165817737579344) | > loss_1: 30.4420108795166 (32.79966487884521)  --> STEP: 11 | > loss_disc: 2.443850040435791 (2.4037640311501245) | > loss_disc_real_0: 0.15173391997814178 (0.14490521157329733) | > loss_disc_real_1: 0.18777123093605042 (0.20476410741155798) | > loss_disc_real_2: 0.12232853472232819 (0.19662277671423825) | > loss_disc_real_3: 0.20220662653446198 (0.20966963334517044) | > loss_disc_real_4: 0.17957840859889984 (0.22436431863091208) | > loss_disc_real_5: 0.24403446912765503 (0.25754966654560785) | > loss_0: 2.443850040435791 (2.4037640311501245) | > loss_gen: 2.120964765548706 (2.3415456901897085) | > loss_kl: 2.8737854957580566 (2.7815662947568027) | > loss_feat: 6.76276969909668 (7.046712528575551) | > loss_mel: 17.96957778930664 (18.244533018632367) | > loss_duration: 2.4215750694274902 (2.3261266188188032) | > loss_1: 32.1486701965332 (32.74048354408958)  --> STEP: 12 | > loss_disc: 2.199413299560547 (2.3867348035176597) | > loss_disc_real_0: 0.11151254177093506 (0.14212248908976713) | > loss_disc_real_1: 0.13277842104434967 (0.19876530021429062) | > loss_disc_real_2: 0.20935794711112976 (0.1976840409139792) | > loss_disc_real_3: 0.14199288189411163 (0.20402990405758223) | > loss_disc_real_4: 0.16353283822536469 (0.21929502859711647) | > loss_disc_real_5: 0.13957032561302185 (0.24771805480122566) | > loss_0: 2.199413299560547 (2.3867348035176597) | > loss_gen: 2.2220866680145264 (2.33159077167511) | > loss_kl: 2.958017349243164 (2.7962705492973328) | > loss_feat: 7.136307239532471 (7.054178754488627) | > loss_mel: 18.89696502685547 (18.29890235265096) | > loss_duration: 2.293630361557007 (2.32341859738032) | > loss_1: 33.50700378417969 (32.804360230763756)  --> STEP: 13 | > loss_disc: 2.3013362884521484 (2.3801656869741588) | > loss_disc_real_0: 0.18472811579704285 (0.14539984499032682) | > loss_disc_real_1: 0.14932915568351746 (0.1949625198657696) | > loss_disc_real_2: 0.20940904319286346 (0.19858596416620108) | > loss_disc_real_3: 0.2186068892478943 (0.20515121061068314) | > loss_disc_real_4: 0.18668758869171143 (0.2167867639890084) | > loss_disc_real_5: 0.1862277388572693 (0.2429880304978444) | > loss_0: 2.3013362884521484 (2.3801656869741588) | > loss_gen: 2.2862794399261475 (2.3281052846174974) | > loss_kl: 3.207460880279541 (2.8279005747575026) | > loss_feat: 5.715966701507568 (6.951239365797776) | > loss_mel: 16.558368682861328 (18.165015147282528) | > loss_duration: 2.2295303344726562 (2.3161964233105) | > loss_1: 29.99760627746582 (32.58845608051006)  --> STEP: 14 | > loss_disc: 2.5198278427124023 (2.390141555241176) | > loss_disc_real_0: 0.10538700968027115 (0.14254178532532286) | > loss_disc_real_1: 0.201582670211792 (0.19543538774762834) | > loss_disc_real_2: 0.17953498661518097 (0.19722518005541392) | > loss_disc_real_3: 0.17815664410591125 (0.20322302728891373) | > loss_disc_real_4: 0.17111697793006897 (0.21352463641336986) | > loss_disc_real_5: 0.2298748642206192 (0.24205137576375688) | > loss_0: 2.5198278427124023 (2.390141555241176) | > loss_gen: 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(18.177103424072264) | > loss_duration: 2.317579746246338 (2.3204585552215575) | > loss_1: 32.276058197021484 (32.58461303710937)  --> STEP: 16 | > loss_disc: 2.793050527572632 (2.4287098050117493) | > loss_disc_real_0: 0.26046988368034363 (0.15748701803386214) | > loss_disc_real_1: 0.21949051320552826 (0.19328551087528467) | > loss_disc_real_2: 0.21169374883174896 (0.19785988237708807) | > loss_disc_real_3: 0.1781623512506485 (0.20245652738958597) | > loss_disc_real_4: 0.22824324667453766 (0.212529051117599) | > loss_disc_real_5: 0.26705530285835266 (0.24074738752096891) | > loss_0: 2.793050527572632 (2.4287098050117493) | > loss_gen: 1.9960500001907349 (2.2644272223114967) | > loss_kl: 3.031090021133423 (2.9003301709890366) | > loss_feat: 6.055420398712158 (6.859513729810715) | > loss_mel: 15.463240623474121 (18.00748699903488) | > loss_duration: 2.368440628051758 (2.323457434773445) | > loss_1: 28.914241790771484 (32.35521483421326)  --> STEP: 17 | > loss_disc: 2.297560691833496 (2.4209951512953816) | > loss_disc_real_0: 0.12999801337718964 (0.15587001775994022) | > loss_disc_real_1: 0.13614694774150848 (0.189924418926239) | > loss_disc_real_2: 0.2094850093126297 (0.1985437133732964) | > loss_disc_real_3: 0.25494441390037537 (0.20554405012551477) | > loss_disc_real_4: 0.277201384305954 (0.21633330601103165) | > loss_disc_real_5: 0.2987951636314392 (0.2441619625862907) | > loss_0: 2.297560691833496 (2.4209951512953816) | > loss_gen: 2.6575169563293457 (2.2875501478419586) | > loss_kl: 2.1970467567443848 (2.85896055838641) | > loss_feat: 8.158808708190918 (6.935942846186021) | > loss_mel: 19.57734489440918 (18.099831581115723) | > loss_duration: 2.4214365482330322 (2.329220912035774) | > loss_1: 35.01215362548828 (32.51150535134708)  --> STEP: 18 | > loss_disc: 2.1474266052246094 (2.405796898735894) | > loss_disc_real_0: 0.07751995325088501 (0.15151723639832604) | > loss_disc_real_1: 0.1191408708691597 (0.1859919995897346) | > loss_disc_real_2: 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loss_disc_real_5: 0.24703747034072876 (0.2408137345000317) | > loss_0: 2.529121160507202 (2.4122876493554366) | > loss_gen: 2.5363855361938477 (2.2950820107209053) | > loss_kl: 1.8898160457611084 (2.7980260598032096) | > loss_feat: 7.48162317276001 (6.98975974635074) | > loss_mel: 16.97420310974121 (18.231981929979828) | > loss_duration: 2.3028597831726074 (2.3262186803315816) | > loss_1: 31.184886932373047 (32.641067705656354)  --> STEP: 20 | > loss_disc: 2.6496987342834473 (2.424158203601837) | > loss_disc_real_0: 0.17589914798736572 (0.15870998278260232) | > loss_disc_real_1: 0.22596655786037445 (0.19237082563340663) | > loss_disc_real_2: 0.22292748093605042 (0.197262841835618) | > loss_disc_real_3: 0.2284071147441864 (0.20431472659111022) | > loss_disc_real_4: 0.21364878118038177 (0.2120058558881283) | > loss_disc_real_5: 0.2628900706768036 (0.24191755130887033) | > loss_0: 2.6496987342834473 (2.424158203601837) | > loss_gen: 2.080245018005371 (2.2843401610851286) | > loss_kl: 1.7572942972183228 (2.7459894716739655) | > loss_feat: 5.768069267272949 (6.92867522239685) | > loss_mel: 16.672462463378906 (18.15400595664978) | > loss_duration: 2.3166146278381348 (2.325738477706909) | > loss_1: 28.59468650817871 (32.43874864578247)  --> STEP: 21 | > loss_disc: 2.4317831993103027 (2.4245212986355735) | > loss_disc_real_0: 0.10938642174005508 (0.15636124178057625) | > loss_disc_real_1: 0.20171456038951874 (0.19281576538369768) | > loss_disc_real_2: 0.20490509271621704 (0.19762675854421796) | > loss_disc_real_3: 0.18662723898887634 (0.20347246527671814) | > loss_disc_real_4: 0.2169293612241745 (0.2122403085231781) | > loss_disc_real_5: 0.20018164813518524 (0.23993012734821864) | > loss_0: 2.4317831993103027 (2.4245212986355735) | > loss_gen: 1.9813828468322754 (2.2699136223111833) | > loss_kl: 1.9282939434051514 (2.7070515893754505) | > loss_feat: 5.767368316650391 (6.873374893551781) | > loss_mel: 15.792563438415527 (18.04155631292434) | > loss_duration: 2.1428794860839844 (2.317030906677246) | > loss_1: 27.61248779296875 (32.20892670041039)  --> STEP: 22 | > loss_disc: 2.583690643310547 (2.4317562688480723) | > loss_disc_real_0: 0.11625633388757706 (0.15453829142180356) | > loss_disc_real_1: 0.23523707687854767 (0.19474400681528178) | > loss_disc_real_2: 0.15857592225074768 (0.1958517205308784) | > loss_disc_real_3: 0.1425682008266449 (0.20070408961989664) | > loss_disc_real_4: 0.16528970003128052 (0.21010618995536456) | > loss_disc_real_5: 0.2089514285326004 (0.23852200467478146) | > loss_0: 2.583690643310547 (2.4317562688480723) | > loss_gen: 2.1011962890625 (2.2622446526180613) | > loss_kl: 2.3424508571624756 (2.690478828820315) | > loss_feat: 8.645127296447754 (6.953909093683416) | > loss_mel: 18.944894790649414 (18.082617152820934) | > loss_duration: 2.1746129989624023 (2.3105573654174805) | > loss_1: 34.208282470703125 (32.299806508150965)  --> STEP: 23 | > loss_disc: 2.4923927783966064 (2.4343926388284434) | > loss_disc_real_0: 0.16798658668994904 (0.15512299991172293) | > loss_disc_real_1: 0.25490590929985046 (0.1973597417059152) | > loss_disc_real_2: 0.20220348238945007 (0.19612788408994675) | > loss_disc_real_3: 0.15638671815395355 (0.19877724738224692) | > loss_disc_real_4: 0.1554410755634308 (0.20772944585136746) | > loss_disc_real_5: 0.18566475808620453 (0.23622386351875638) | > loss_0: 2.4923927783966064 (2.4343926388284434) | > loss_gen: 2.0847666263580322 (2.2545282166937124) | > loss_kl: 2.38759183883667 (2.677309829255809) | > loss_feat: 6.139969825744629 (6.91852042985999) | > loss_mel: 16.7777042388916 (18.02588180873705) | > loss_duration: 2.2590506076812744 (2.30831794116808) | > loss_1: 29.64908218383789 (32.18455762448518)  --> STEP: 24 | > loss_disc: 2.3723807334899902 (2.431808809439341) | > loss_disc_real_0: 0.16771817207336426 (0.15564779875179133) | > loss_disc_real_1: 0.19122876226902008 (0.1971042842293779) | > loss_disc_real_2: 0.27445724606513977 (0.1993916075055798) | > loss_disc_real_3: 0.19690760970115662 (0.1986993458122015) | > loss_disc_real_4: 0.1613224744796753 (0.20579582204421362) | > loss_disc_real_5: 0.1979651302099228 (0.2346297496308883) | > loss_0: 2.3723807334899902 (2.431808809439341) | > loss_gen: 2.364495038986206 (2.2591101676225662) | > loss_kl: 2.395897626876831 (2.6655843208233514) | > loss_feat: 5.834869861602783 (6.873368322849274) | > loss_mel: 19.178627014160156 (18.073912858963013) | > loss_duration: 2.446164608001709 (2.314061552286148) | > loss_1: 32.22005081176758 (32.18603650728861)  --> STEP: 25 | > loss_disc: 2.646934747695923 (2.4404138469696046) | > loss_disc_real_0: 0.20023587346076965 (0.15743132174015045) | > loss_disc_real_1: 0.26316753029823303 (0.1997468140721321) | > loss_disc_real_2: 0.23753178119659424 (0.20091721445322036) | > loss_disc_real_3: 0.2531220614910126 (0.20087625443935395) | > loss_disc_real_4: 0.21740595996379852 (0.20626022756099702) | > loss_disc_real_5: 0.26207467913627625 (0.23572754681110383) | > loss_0: 2.646934747695923 (2.4404138469696046) | > loss_gen: 2.1197519302368164 (2.2535358381271364) | > loss_kl: 2.7033352851867676 (2.667094359397888) | > loss_feat: 4.658472537994385 (6.784772491455078) | > loss_mel: 12.993568420410156 (17.8706990814209) | > loss_duration: 2.338003158569336 (2.3150192165374754) | > loss_1: 24.81313133239746 (31.891120300292968)  --> STEP: 26 | > loss_disc: 2.756434440612793 (2.4525684851866503) | > loss_disc_real_0: 0.3181571364402771 (0.16361308384400147) | > loss_disc_real_1: 0.3160262107849121 (0.2042190985610852) | > loss_disc_real_2: 0.275928795337677 (0.2038022752564687) | > loss_disc_real_3: 0.2329873889684677 (0.2021112980750891) | > loss_disc_real_4: 0.24649041891098022 (0.20780754261291945) | > loss_disc_real_5: 0.2501213550567627 (0.23628115482055223) | > loss_0: 2.756434440612793 (2.4525684851866503) | > loss_gen: 2.189279317855835 (2.251064433501317) | > loss_kl: 2.4183876514434814 (2.657528716784257) | > loss_feat: 4.473177433013916 (6.695864989207341) | > loss_mel: 12.263957977294922 (17.655055192800667) | > loss_duration: 2.2931950092315674 (2.3141798239487867) | > loss_1: 23.637998580932617 (31.573692541856033) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025370487800011267 (+0.00011953940758338338) | > avg_loss_disc: 2.4525684851866503 (+0.03377018525050346) | > avg_loss_disc_real_0: 0.16361308384400147 (+0.024428060708137633) | > avg_loss_disc_real_1: 0.2042190985610852 (+0.015941078559710442) | > avg_loss_disc_real_2: 0.2038022752564687 (+0.028877862084370404) | > avg_loss_disc_real_3: 0.2021112980750891 (-0.025419273628638328) | > avg_loss_disc_real_4: 0.20780754261291945 (-0.029943404289392322) | > avg_loss_disc_real_5: 0.23628115482055223 (-0.01491880760743064) | > avg_loss_0: 2.4525684851866503 (+0.03377018525050346) | > avg_loss_gen: 2.251064433501317 (-0.006325084429520622) | > avg_loss_kl: 2.657528716784257 (+0.07498271190203143) | > avg_loss_feat: 6.695864989207341 (-0.007147880700918208) | > avg_loss_mel: 17.655055192800667 (-0.6499591607313917) | > avg_loss_duration: 2.3141798239487867 (+0.0017672685476446404) | > avg_loss_1: 31.573692541856033 (-0.5866832733154297)  > EPOCH: 411/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:08:00)   --> TIME: 2024-06-11 09:08:08 -- STEP: 19/330 -- GLOBAL_STEP: 223650 | > loss_disc: 2.3764357566833496 (2.33544575540643) | > loss_disc_real_0: 0.15303972363471985 (0.11636810592914883) | > loss_disc_real_1: 0.21387235820293427 (0.20106491681776548) | > loss_disc_real_2: 0.18812008202075958 (0.20925365074684746) | > loss_disc_real_3: 0.2246641367673874 (0.2213533065820995) | > loss_disc_real_4: 0.2038310170173645 (0.22977861448338158) | > loss_disc_real_5: 0.19852463901042938 (0.2175952180435783) | > loss_0: 2.3764357566833496 (2.33544575540643) | > grad_norm_0: tensor(7.8178, device='cuda:0') (tensor(8.1323, device='cuda:0')) | > loss_gen: 2.4475162029266357 (2.493606165835732) | > loss_kl: 1.907056212425232 (1.8404957181528996) | > loss_feat: 7.687657356262207 (6.856903979652806) | > loss_mel: 17.540470123291016 (18.310178656327096) | > loss_duration: 2.0195577144622803 (2.10885226726532) | > loss_1: 31.602256774902344 (31.610036548815277) | > grad_norm_1: tensor(71.9951, device='cuda:0') (tensor(100.5820, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3494 (0.3552242956663433) | > loader_time: 0.003 (0.0032400582966051602)  --> TIME: 2024-06-11 09:08:17 -- STEP: 44/330 -- GLOBAL_STEP: 223675 | > loss_disc: 2.300593137741089 (2.3369423042644155) | > loss_disc_real_0: 0.08784652501344681 (0.11249033751135523) | > loss_disc_real_1: 0.17427268624305725 (0.19735897975889116) | > loss_disc_real_2: 0.2375783771276474 (0.21109368245710025) | > loss_disc_real_3: 0.2565135359764099 (0.2282264039597728) | > loss_disc_real_4: 0.25843343138694763 (0.22856112027710135) | > loss_disc_real_5: 0.23189802467823029 (0.21920755268497902) | > loss_0: 2.300593137741089 (2.3369423042644155) | > grad_norm_0: tensor(6.8529, device='cuda:0') (tensor(8.2423, device='cuda:0')) | > loss_gen: 2.5133020877838135 (2.5085114565762603) | > loss_kl: 1.9336498975753784 (1.8822931078347294) | > loss_feat: 6.946849822998047 (7.0542157021435825) | > loss_mel: 18.443302154541016 (18.32277913527055) | > loss_duration: 1.9466230869293213 (2.0527871820059684) | > loss_1: 31.783727645874023 (31.820586507970635) | > grad_norm_1: tensor(116.4608, device='cuda:0') (tensor(101.5694, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3704 (0.3568495945496993) | > loader_time: 0.0032 (0.003342709758064964)  --> TIME: 2024-06-11 09:08:26 -- STEP: 69/330 -- GLOBAL_STEP: 223700 | > loss_disc: 2.186936378479004 (2.33316487505816) | > loss_disc_real_0: 0.07503710687160492 (0.11314399918352348) | > loss_disc_real_1: 0.19427378475666046 (0.1974437146083168) | > loss_disc_real_2: 0.18694397807121277 (0.2116764563581218) | > loss_disc_real_3: 0.2044123411178589 (0.22654209447943646) | > loss_disc_real_4: 0.2377861887216568 (0.22830674095430237) | > loss_disc_real_5: 0.21536336839199066 (0.21838139062342438) | > loss_0: 2.186936378479004 (2.33316487505816) | > grad_norm_0: tensor(18.2258, device='cuda:0') (tensor(9.1991, device='cuda:0')) | > loss_gen: 2.643589496612549 (2.5023257386857183) | > loss_kl: 1.9327430725097656 (1.9004120291143223) | > loss_feat: 7.26987361907959 (7.052516467329385) | > loss_mel: 16.875186920166016 (18.206609670666676) | > loss_duration: 1.9684768915176392 (2.035026247950568) | > loss_1: 30.689870834350586 (31.696890015533004) | > grad_norm_1: tensor(245.9614, device='cuda:0') (tensor(106.1036, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3688 (0.35920480023259704) | > loader_time: 0.0035 (0.0034281101779661317)  --> TIME: 2024-06-11 09:08:36 -- STEP: 94/330 -- GLOBAL_STEP: 223725 | > loss_disc: 2.344097137451172 (2.3377063147565145) | > loss_disc_real_0: 0.13294024765491486 (0.11397529536105216) | > loss_disc_real_1: 0.20477336645126343 (0.19780712130856004) | > loss_disc_real_2: 0.22693167626857758 (0.2118079679760527) | > loss_disc_real_3: 0.2176922857761383 (0.22777129852391303) | > loss_disc_real_4: 0.22918586432933807 (0.22891643025139544) | > loss_disc_real_5: 0.2171793282032013 (0.2190299557244524) | > loss_0: 2.344097137451172 (2.3377063147565145) | > grad_norm_0: tensor(6.3709, device='cuda:0') (tensor(12.5783, device='cuda:0')) | > loss_gen: 2.4414243698120117 (2.505533933639526) | > loss_kl: 2.073499917984009 (1.908881796167252) | > loss_feat: 6.961426258087158 (7.076298470192767) | > loss_mel: 18.14857292175293 (18.16858011610965) | > loss_duration: 2.0582804679870605 (2.0289502232632737) | > loss_1: 31.683204650878906 (31.688244413822254) | > grad_norm_1: tensor(71.4276, device='cuda:0') (tensor(139.9064, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3848 (0.36126484515819146) | > loader_time: 0.0037 (0.0035328281686661093)  --> TIME: 2024-06-11 09:08:45 -- STEP: 119/330 -- GLOBAL_STEP: 223750 | > loss_disc: 2.372741937637329 (2.3314754482076956) | > loss_disc_real_0: 0.11536179482936859 (0.11356169908863156) | > loss_disc_real_1: 0.18581154942512512 (0.19652487237413388) | > loss_disc_real_2: 0.21867570281028748 (0.2113126268406876) | > loss_disc_real_3: 0.25937536358833313 (0.22733607274644516) | > loss_disc_real_4: 0.2303735315799713 (0.22766030836506052) | > loss_disc_real_5: 0.2012564092874527 (0.21886356425385514) | > loss_0: 2.372741937637329 (2.3314754482076956) | > grad_norm_0: tensor(23.3544, device='cuda:0') (tensor(15.5667, device='cuda:0')) | > loss_gen: 2.6264679431915283 (2.513662278151311) | > loss_kl: 2.006835699081421 (1.9177602840070964) | > loss_feat: 7.4395670890808105 (7.121654185928216) | > loss_mel: 18.3912296295166 (18.17163255835781) | > loss_duration: 1.9981260299682617 (2.028249828755354) | > loss_1: 32.46222686767578 (31.752959002967643) | > grad_norm_1: tensor(298.9282, device='cuda:0') (tensor(181.9549, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3649 (0.36344211842833446) | > loader_time: 0.004 (0.0036254530193425027)  --> TIME: 2024-06-11 09:08:55 -- STEP: 144/330 -- GLOBAL_STEP: 223775 | > loss_disc: 2.427358627319336 (2.334551279743513) | > loss_disc_real_0: 0.10747498273849487 (0.11449443926620814) | > loss_disc_real_1: 0.16797496378421783 (0.19781327744324997) | > loss_disc_real_2: 0.2098972201347351 (0.2121305079716775) | > loss_disc_real_3: 0.2359868288040161 (0.22704147247390616) | > loss_disc_real_4: 0.25814762711524963 (0.22715835221525696) | > loss_disc_real_5: 0.2540108263492584 (0.2187842714289824) | > loss_0: 2.427358627319336 (2.334551279743513) | > grad_norm_0: tensor(42.9011, device='cuda:0') (tensor(19.2771, device='cuda:0')) | > loss_gen: 2.3759171962738037 (2.51574025551478) | > loss_kl: 1.9672116041183472 (1.9177190537254016) | > loss_feat: 7.240262508392334 (7.13856487803989) | > loss_mel: 18.3103084564209 (18.174289319250313) | > loss_duration: 2.0276379585266113 (2.0315277344650693) | > loss_1: 31.921337127685547 (31.777841064665054) | > grad_norm_1: tensor(362.3127, device='cuda:0') (tensor(209.9686, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3861 (0.3642622745699354) | > loader_time: 0.0039 (0.003727960917684767)  --> TIME: 2024-06-11 09:09:04 -- STEP: 169/330 -- GLOBAL_STEP: 223800 | > loss_disc: 2.1999080181121826 (2.336985761597313) | > loss_disc_real_0: 0.2056204229593277 (0.11493916276114932) | > loss_disc_real_1: 0.18067491054534912 (0.19826876561669904) | > loss_disc_real_2: 0.17709757387638092 (0.21275241990413893) | > loss_disc_real_3: 0.19582802057266235 (0.22766353595538957) | > loss_disc_real_4: 0.1888342946767807 (0.22699317089199314) | > loss_disc_real_5: 0.20970764756202698 (0.21890391065524176) | > loss_0: 2.1999080181121826 (2.336985761597313) | > grad_norm_0: tensor(94.8270, device='cuda:0') (tensor(22.1282, device='cuda:0')) | > loss_gen: 2.6746485233306885 (2.5250293757083133) | > loss_kl: 1.8997138738632202 (1.9174245504232554) | > loss_feat: 8.012539863586426 (7.160285461583786) | > loss_mel: 18.394411087036133 (18.161602381418444) | > loss_duration: 2.0806400775909424 (2.035697637930424) | > loss_1: 33.06195068359375 (31.800039234951402) | > grad_norm_1: tensor(393.1026, device='cuda:0') (tensor(233.9977, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.3849 (0.36651253559180275) | > loader_time: 0.0045 (0.003823060255784255)  --> TIME: 2024-06-11 09:09:14 -- STEP: 194/330 -- GLOBAL_STEP: 223825 | > loss_disc: 2.3220314979553223 (2.339476730405671) | > loss_disc_real_0: 0.06942164897918701 (0.11576593168003042) | > loss_disc_real_1: 0.17020775377750397 (0.198666882115541) | > loss_disc_real_2: 0.2089828997850418 (0.21332184624733383) | > loss_disc_real_3: 0.2498897761106491 (0.22780376795640925) | > loss_disc_real_4: 0.20944713056087494 (0.22637696049569808) | > loss_disc_real_5: 0.23571686446666718 (0.21904844852145186) | > loss_0: 2.3220314979553223 (2.339476730405671) | > grad_norm_0: tensor(26.9250, device='cuda:0') (tensor(24.9324, device='cuda:0')) | > loss_gen: 2.573357105255127 (2.529976241367377) | > loss_kl: 1.911089539527893 (1.9102543279067756) | > loss_feat: 6.78810453414917 (7.162194551880827) | > loss_mel: 17.66908073425293 (18.12266223946798) | > loss_duration: 2.0625696182250977 (2.042510597976213) | > loss_1: 31.004199981689453 (31.76759779821966) | > grad_norm_1: tensor(470.5430, device='cuda:0') (tensor(258.7378, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.4278 (0.36956161444949126) | > loader_time: 0.0047 (0.003946692673201412)  --> TIME: 2024-06-11 09:09:25 -- STEP: 219/330 -- GLOBAL_STEP: 223850 | > loss_disc: 2.285775661468506 (2.3429115580641535) | > loss_disc_real_0: 0.08787298947572708 (0.11707025159099331) | > loss_disc_real_1: 0.22808760404586792 (0.19863855743517067) | > loss_disc_real_2: 0.19391432404518127 (0.21265215722665395) | > loss_disc_real_3: 0.20665043592453003 (0.22785779799772723) | > loss_disc_real_4: 0.23989374935626984 (0.22674223630939988) | > loss_disc_real_5: 0.21179863810539246 (0.21951741367986757) | > loss_0: 2.285775661468506 (2.3429115580641535) | > grad_norm_0: tensor(14.8304, device='cuda:0') (tensor(25.6379, device='cuda:0')) | > loss_gen: 2.5673375129699707 (2.5262883950586175) | > loss_kl: 2.013505220413208 (1.9107886650790906) | > loss_feat: 7.993646144866943 (7.158240751588726) | > loss_mel: 17.185203552246094 (18.07819060756736) | > loss_duration: 2.1268694400787354 (2.0490202435619764) | > loss_1: 31.88656234741211 (31.72252851860708) | > grad_norm_1: tensor(354.9343, device='cuda:0') (tensor(266.9150, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.4242 (0.37480959718085866) | > loader_time: 0.0051 (0.004096788902805273)  --> TIME: 2024-06-11 09:09:36 -- STEP: 244/330 -- GLOBAL_STEP: 223875 | > loss_disc: 2.3983726501464844 (2.342059764705722) | > loss_disc_real_0: 0.10583341121673584 (0.11773978117242699) | > loss_disc_real_1: 0.19999392330646515 (0.1985986226650535) | > loss_disc_real_2: 0.22108201682567596 (0.2125366060826622) | > loss_disc_real_3: 0.21763883531093597 (0.2278383056648442) | > loss_disc_real_4: 0.2575069069862366 (0.2272371846388598) | > loss_disc_real_5: 0.24874044954776764 (0.2194747487541105) | > loss_0: 2.3983726501464844 (2.342059764705722) | > grad_norm_0: tensor(32.7318, device='cuda:0') (tensor(25.5583, device='cuda:0')) | > loss_gen: 2.5137863159179688 (2.523031649042347) | > loss_kl: 1.8260822296142578 (1.9086664968826732) | > loss_feat: 6.874488830566406 (7.148058209262911) | > loss_mel: 17.262197494506836 (18.030988333655188) | > loss_duration: 2.0711162090301514 (2.057025231298853) | > loss_1: 30.547670364379883 (31.667769815101) | > grad_norm_1: tensor(375.3103, device='cuda:0') (tensor(267.6238, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.4574 (0.38023525867305824) | > loader_time: 0.0058 (0.004254987005327565)  --> TIME: 2024-06-11 09:09:47 -- STEP: 269/330 -- GLOBAL_STEP: 223900 | > loss_disc: 2.380955696105957 (2.3407976317139823) | > loss_disc_real_0: 0.12130461633205414 (0.11828137702935247) | > loss_disc_real_1: 0.2477954477071762 (0.19863591971893732) | > loss_disc_real_2: 0.24739333987236023 (0.2129814546125972) | > loss_disc_real_3: 0.22845910489559174 (0.2277098587786841) | > loss_disc_real_4: 0.21662001311779022 (0.2270928286154474) | > loss_disc_real_5: 0.19956012070178986 (0.2191180146981349) | > loss_0: 2.380955696105957 (2.3407976317139823) | > grad_norm_0: tensor(14.9644, device='cuda:0') (tensor(25.4648, device='cuda:0')) | > loss_gen: 2.5742642879486084 (2.522235206511826) | > loss_kl: 1.7745716571807861 (1.9102545090324374) | > loss_feat: 6.477736473083496 (7.151665887868094) | > loss_mel: 17.18805694580078 (17.99966144916294) | > loss_duration: 2.167470932006836 (2.064835258576063) | > loss_1: 30.182100296020508 (31.64865220080521) | > grad_norm_1: tensor(367.8838, device='cuda:0') (tensor(269.8964, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.4267 (0.3850276736078653) | > loader_time: 0.0064 (0.0044291684175512555)  --> TIME: 2024-06-11 09:09:58 -- STEP: 294/330 -- GLOBAL_STEP: 223925 | > loss_disc: 2.414395809173584 (2.3441043556952974) | > loss_disc_real_0: 0.18080100417137146 (0.11932869236536171) | > loss_disc_real_1: 0.15802055597305298 (0.19925434263993283) | > loss_disc_real_2: 0.22920747101306915 (0.2135884392322326) | > loss_disc_real_3: 0.22408612072467804 (0.22776879532402064) | > loss_disc_real_4: 0.25736552476882935 (0.2269043304076811) | > loss_disc_real_5: 0.23345577716827393 (0.21937485216628932) | > loss_0: 2.414395809173584 (2.3441043556952974) | > grad_norm_0: tensor(82.2542, device='cuda:0') (tensor(28.1286, device='cuda:0')) | > loss_gen: 2.4442267417907715 (2.5186105074525678) | > loss_kl: 1.9189038276672363 (1.9074766498033693) | > loss_feat: 7.666390895843506 (7.15987339798285) | > loss_mel: 16.872047424316406 (17.96463058757134) | > loss_duration: 2.2179689407348633 (2.074298694020226) | > loss_1: 31.119537353515625 (31.624889717621055) | > grad_norm_1: tensor(468.5632, device='cuda:0') (tensor(284.5308, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.4518 (0.39088434994626214) | > loader_time: 0.0065 (0.004593471280571551)  --> TIME: 2024-06-11 09:10:12 -- STEP: 319/330 -- GLOBAL_STEP: 223950 | > loss_disc: 2.502800226211548 (2.3458249770735504) | > loss_disc_real_0: 0.12777507305145264 (0.12002682722053931) | > loss_disc_real_1: 0.25378191471099854 (0.19998934248398093) | > loss_disc_real_2: 0.2158258706331253 (0.2132154622328319) | > loss_disc_real_3: 0.2153162658214569 (0.22818779903332642) | > loss_disc_real_4: 0.22171740233898163 (0.22652969493013939) | > loss_disc_real_5: 0.21408513188362122 (0.21904172652567439) | > loss_0: 2.502800226211548 (2.3458249770735504) | > grad_norm_0: tensor(20.7619, device='cuda:0') (tensor(28.5345, device='cuda:0')) | > loss_gen: 2.3170628547668457 (2.5196492036681915) | > loss_kl: 1.9615118503570557 (1.9117066213703455) | > loss_feat: 7.9547905921936035 (7.192589940695927) | > loss_mel: 16.920164108276367 (17.924154006575346) | > loss_duration: 2.256990671157837 (2.087644223509165) | > loss_1: 31.410520553588867 (31.635743885578407) | > grad_norm_1: tensor(435.6389, device='cuda:0') (tensor(293.2344, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.5559 (0.4008556466117548) | > loader_time: 0.009 (0.00481534228429525)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3699440956115723 (2.3699440956115723) | > loss_disc_real_0: 0.12189425528049469 (0.12189425528049469) | > loss_disc_real_1: 0.25339066982269287 (0.25339066982269287) | > loss_disc_real_2: 0.21184024214744568 (0.21184024214744568) | > loss_disc_real_3: 0.26611554622650146 (0.26611554622650146) | > loss_disc_real_4: 0.24529656767845154 (0.24529656767845154) | > loss_disc_real_5: 0.20680440962314606 (0.20680440962314606) | > loss_0: 2.3699440956115723 (2.3699440956115723) | > loss_gen: 2.450056791305542 (2.450056791305542) | > loss_kl: 1.5989978313446045 (1.5989978313446045) | > loss_feat: 7.580033302307129 (7.580033302307129) | > loss_mel: 17.497446060180664 (17.497446060180664) | > loss_duration: 2.8917253017425537 (2.8917253017425537) | > loss_1: 32.01825714111328 (32.01825714111328)  --> STEP: 1 | > loss_disc: 2.4781861305236816 (2.4781861305236816) | > loss_disc_real_0: 0.1014222800731659 (0.1014222800731659) | > loss_disc_real_1: 0.16733336448669434 (0.16733336448669434) | > loss_disc_real_2: 0.2887558341026306 (0.2887558341026306) | > loss_disc_real_3: 0.3082658648490906 (0.3082658648490906) | > loss_disc_real_4: 0.3464495539665222 (0.3464495539665222) | > loss_disc_real_5: 0.30636531114578247 (0.30636531114578247) | > loss_0: 2.4781861305236816 (2.4781861305236816) | > loss_gen: 2.5154378414154053 (2.5154378414154053) | > loss_kl: 2.966667413711548 (2.966667413711548) | > loss_feat: 6.417420864105225 (6.417420864105225) | > loss_mel: 19.0621337890625 (19.0621337890625) | > loss_duration: 2.3646156787872314 (2.3646156787872314) | > loss_1: 33.32627487182617 (33.32627487182617)  --> STEP: 2 | > loss_disc: 2.5902414321899414 (2.5342137813568115) | > loss_disc_real_0: 0.07782580703496933 (0.08962404355406761) | > loss_disc_real_1: 0.32058611512184143 (0.24395973980426788) | > loss_disc_real_2: 0.29051533341407776 (0.2896355837583542) | > loss_disc_real_3: 0.31750139594078064 (0.3128836303949356) | > loss_disc_real_4: 0.32019922137260437 (0.3333243876695633) | > loss_disc_real_5: 0.28584620356559753 (0.29610575735569) | > loss_0: 2.5902414321899414 (2.5342137813568115) | > loss_gen: 2.5608315467834473 (2.5381346940994263) | > loss_kl: 2.7686314582824707 (2.8676494359970093) | > loss_feat: 6.195065498352051 (6.306243181228638) | > loss_mel: 18.750335693359375 (18.906234741210938) | > loss_duration: 2.5541937351226807 (2.459404706954956) | > loss_1: 32.82905960083008 (33.077667236328125)  --> STEP: 3 | > loss_disc: 2.4068806171417236 (2.4917693932851157) | > loss_disc_real_0: 0.10215985774993896 (0.09380264828602473) | > loss_disc_real_1: 0.21771544218063354 (0.23521164059638977) | > loss_disc_real_2: 0.245601624250412 (0.2749575972557068) | > loss_disc_real_3: 0.32247552275657654 (0.3160809278488159) | > loss_disc_real_4: 0.36464646458625793 (0.3437650799751282) | > loss_disc_real_5: 0.3164556324481964 (0.30288904905319214) | > loss_0: 2.4068806171417236 (2.4917693932851157) | > loss_gen: 2.786902666091919 (2.6210573514302573) | > loss_kl: 3.9400691986083984 (3.2251226902008057) | > loss_feat: 6.110299110412598 (6.240928490956624) | > loss_mel: 19.152938842773438 (18.98846944173177) | > loss_duration: 2.2625412940979004 (2.3937835693359375) | > loss_1: 34.25275421142578 (33.46936289469401)  --> STEP: 4 | > loss_disc: 2.0993194580078125 (2.39365690946579) | > loss_disc_real_0: 0.12243737280368805 (0.10096132941544056) | > loss_disc_real_1: 0.25945809483528137 (0.24127325415611267) | > loss_disc_real_2: 0.24799799919128418 (0.26821769773960114) | > loss_disc_real_3: 0.15873801708221436 (0.2767452001571655) | > loss_disc_real_4: 0.20406296849250793 (0.3088395521044731) | > loss_disc_real_5: 0.23500677943229675 (0.2859184816479683) | > loss_0: 2.0993194580078125 (2.39365690946579) | > loss_gen: 2.9776103496551514 (2.7101956009864807) | > loss_kl: 2.090548515319824 (2.9414791464805603) | > loss_feat: 8.464150428771973 (6.796733975410461) | > loss_mel: 18.046327590942383 (18.752933979034424) | > loss_duration: 2.306260585784912 (2.371902823448181) | > loss_1: 33.88489532470703 (33.573246002197266)  --> STEP: 5 | > loss_disc: 2.2413880825042725 (2.3632031440734864) | > loss_disc_real_0: 0.09264753013849258 (0.09929856956005097) | > loss_disc_real_1: 0.2528162896633148 (0.2435818612575531) | > loss_disc_real_2: 0.23193195462226868 (0.26096054911613464) | > loss_disc_real_3: 0.27136337757110596 (0.2756688356399536) | > loss_disc_real_4: 0.25382688641548157 (0.2978370189666748) | > loss_disc_real_5: 0.26307690143585205 (0.28135016560554504) | > loss_0: 2.2413880825042725 (2.3632031440734864) | > loss_gen: 2.6449904441833496 (2.6971545696258543) | > loss_kl: 2.65588641166687 (2.884360599517822) | > loss_feat: 5.793109893798828 (6.596009159088135) | > loss_mel: 19.87259864807129 (18.976866912841796) | > loss_duration: 2.390103340148926 (2.37554292678833) | > loss_1: 33.356689453125 (33.52993469238281)  --> STEP: 6 | > loss_disc: 2.2788174152374268 (2.349138855934143) | > loss_disc_real_0: 0.11305498331785202 (0.10159130518635114) | > loss_disc_real_1: 0.28545689582824707 (0.2505610336860021) | > loss_disc_real_2: 0.24108189344406128 (0.25764743983745575) | > loss_disc_real_3: 0.25909993052482605 (0.272907351454099) | > loss_disc_real_4: 0.2312684953212738 (0.28674226502577466) | > loss_disc_real_5: 0.20340178906917572 (0.2683587695161502) | > loss_0: 2.2788174152374268 (2.349138855934143) | > loss_gen: 2.5992660522460938 (2.6808398167292276) | > loss_kl: 2.527362823486328 (2.8248609701792398) | > loss_feat: 5.552384376525879 (6.422071695327759) | > loss_mel: 19.057416915893555 (18.990291913350422) | > loss_duration: 2.165004253387451 (2.3404531478881836) | > loss_1: 31.90143585205078 (33.25851821899414)  --> STEP: 7 | > loss_disc: 2.272287368774414 (2.338160072054182) | > loss_disc_real_0: 0.11228413879871368 (0.10311885284526008) | > loss_disc_real_1: 0.224802628159523 (0.24688126146793365) | > loss_disc_real_2: 0.23918519914150238 (0.255009976880891) | > loss_disc_real_3: 0.21987026929855347 (0.26533062543187824) | > loss_disc_real_4: 0.2602306008338928 (0.2829548844269344) | > loss_disc_real_5: 0.284426748752594 (0.2706541951213564) | > loss_0: 2.272287368774414 (2.338160072054182) | > loss_gen: 2.670161485671997 (2.679314340863909) | > loss_kl: 4.588406085968018 (3.076795986720494) | > loss_feat: 6.893801689147949 (6.489461694444929) | > loss_mel: 20.065343856811523 (19.143870762416295) | > loss_duration: 2.523772954940796 (2.3666416917528426) | > loss_1: 36.741485595703125 (33.75608498709543)  --> STEP: 8 | > loss_disc: 2.114466667175293 (2.3101983964443207) | > loss_disc_real_0: 0.10648274421691895 (0.10353933926671743) | > loss_disc_real_1: 0.15721429884433746 (0.23567289113998413) | > loss_disc_real_2: 0.2418472319841385 (0.2533646337687969) | > loss_disc_real_3: 0.21940885484218597 (0.2595904041081667) | > loss_disc_real_4: 0.24441756308078766 (0.27813771925866604) | > loss_disc_real_5: 0.20789848268032074 (0.26280973106622696) | > loss_0: 2.114466667175293 (2.3101983964443207) | > loss_gen: 2.789083480834961 (2.6930354833602905) | > loss_kl: 3.1433587074279785 (3.0851163268089294) | > loss_feat: 9.856728553771973 (6.910370051860809) | > loss_mel: 20.881790161132812 (19.36111068725586) | > loss_duration: 2.1913514137268066 (2.344730406999588) | > loss_1: 38.86231231689453 (34.39436340332031)  --> STEP: 9 | > loss_disc: 2.348850727081299 (2.314493099848429) | > loss_disc_real_0: 0.13781192898750305 (0.10734740479124917) | > loss_disc_real_1: 0.20819483697414398 (0.23261977401044634) | > loss_disc_real_2: 0.22327782213687897 (0.25002165469858384) | > loss_disc_real_3: 0.22661642730236053 (0.25592662890752155) | > loss_disc_real_4: 0.2627542316913605 (0.27642844286229873) | > loss_disc_real_5: 0.18488383293151855 (0.25415129794014824) | > loss_0: 2.348850727081299 (2.314493099848429) | > loss_gen: 2.5873632431030273 (2.6812941233317056) | > loss_kl: 2.6785993576049805 (3.0399477746751575) | > loss_feat: 11.422608375549316 (7.411729865603977) | > loss_mel: 19.866559982299805 (19.41727172003852) | > loss_duration: 2.1710078716278076 (2.3254279030693903) | > loss_1: 38.726139068603516 (34.875671810574005)  --> STEP: 10 | > loss_disc: 2.3384909629821777 (2.316892886161804) | > loss_disc_real_0: 0.14460408687591553 (0.1110730729997158) | > loss_disc_real_1: 0.27029338479042053 (0.23638713508844375) | > loss_disc_real_2: 0.3250710964202881 (0.25752659887075424) | > loss_disc_real_3: 0.2985456883907318 (0.2601885348558426) | > loss_disc_real_4: 0.23374812304973602 (0.2721604108810425) | > loss_disc_real_5: 0.20448994636535645 (0.24918516278266906) | > loss_0: 2.3384909629821777 (2.316892886161804) | > loss_gen: 2.8897154331207275 (2.702136254310608) | > loss_kl: 2.6974425315856934 (3.005697250366211) | > loss_feat: 7.315027713775635 (7.402059650421142) | > loss_mel: 18.510009765625 (19.32654552459717) | > loss_duration: 2.343809127807617 (2.3272660255432127) | > loss_1: 33.756004333496094 (34.76370506286621)  --> STEP: 11 | > loss_disc: 2.6035218238830566 (2.3429500623182817) | > loss_disc_real_0: 0.14294224977493286 (0.1139702708883719) | > loss_disc_real_1: 0.256919264793396 (0.2382536923343485) | > loss_disc_real_2: 0.2596816420555115 (0.25772251188755035) | > loss_disc_real_3: 0.2969541549682617 (0.2635308639569716) | > loss_disc_real_4: 0.4003230333328247 (0.28381155837665906) | > loss_disc_real_5: 0.3466481566429138 (0.2580454349517822) | > loss_0: 2.6035218238830566 (2.3429500623182817) | > loss_gen: 2.6397464275360107 (2.6964644518765537) | > loss_kl: 3.105219602584839 (3.0147447369315405) | > loss_feat: 6.5051703453063965 (7.320524259047075) | > loss_mel: 18.380414962768555 (19.24053365534002) | > loss_duration: 2.406240701675415 (2.3344455415552314) | > loss_1: 33.03679275512695 (34.606713034889914)  --> STEP: 12 | > loss_disc: 2.232820510864258 (2.333772599697113) | > loss_disc_real_0: 0.06360754370689392 (0.10977337695658207) | > loss_disc_real_1: 0.24294394254684448 (0.23864454651872316) | > loss_disc_real_2: 0.24804940819740295 (0.2569164199133714) | > loss_disc_real_3: 0.23835991322994232 (0.26143328472971916) | > loss_disc_real_4: 0.2434185892343521 (0.28044547761480015) | > loss_disc_real_5: 0.2175365686416626 (0.2546696960926056) | > loss_0: 2.232820510864258 (2.333772599697113) | > loss_gen: 2.6580233573913574 (2.6932610273361206) | > loss_kl: 2.8631041049957275 (3.002108017603556) | > loss_feat: 5.490467071533203 (7.1680194934209185) | > loss_mel: 16.722654342651367 (19.03071037928263) | > loss_duration: 2.2409956455230713 (2.326658050219218) | > loss_1: 29.975244522094727 (34.22075732549032)  --> STEP: 13 | > loss_disc: 2.393008232116699 (2.338329186806312) | > loss_disc_real_0: 0.1427733451128006 (0.11231183604552196) | > loss_disc_real_1: 0.2546604573726654 (0.2398765396613341) | > loss_disc_real_2: 0.26821357011795044 (0.25778543146756977) | > loss_disc_real_3: 0.28301936388015747 (0.263093752356676) | > loss_disc_real_4: 0.2941666841506958 (0.28150095504063827) | > loss_disc_real_5: 0.2437562495470047 (0.25383020020448244) | > loss_0: 2.393008232116699 (2.338329186806312) | > loss_gen: 2.571288585662842 (2.6838785318227916) | > loss_kl: 3.2370026111602783 (3.020176832492535) | > loss_feat: 6.522673606872559 (7.118377502147968) | > loss_mel: 18.30662727355957 (18.975011678842396) | > loss_duration: 2.2087020874023438 (2.31758451461792) | > loss_1: 32.84629440307617 (34.11502940838154)  --> STEP: 14 | > loss_disc: 2.5504345893859863 (2.35347957270486) | > loss_disc_real_0: 0.20809632539749146 (0.11915358528494835) | > loss_disc_real_1: 0.2032107412815094 (0.2372575540627752) | > loss_disc_real_2: 0.22092777490615845 (0.25515274171318325) | > loss_disc_real_3: 0.25035789608955383 (0.26218404833759584) | > loss_disc_real_4: 0.24914097785949707 (0.27918952809912817) | > loss_disc_real_5: 0.26456278562545776 (0.25459681344883783) | > loss_0: 2.5504345893859863 (2.35347957270486) | > loss_gen: 2.4583146572113037 (2.6677668264933994) | > loss_kl: 3.531646251678467 (3.056710362434387) | > loss_feat: 7.14438533782959 (7.120235204696655) | > loss_mel: 18.512529373168945 (18.94197722843715) | > loss_duration: 2.343170642852783 (2.3194120952061246) | > loss_1: 33.990047454833984 (34.10610212598529)  --> STEP: 15 | > loss_disc: 2.5773022174835205 (2.3684010823567707) | > loss_disc_real_0: 0.26804831624031067 (0.1290799006819725) | > loss_disc_real_1: 0.25377628207206726 (0.238358802596728) | > loss_disc_real_2: 0.24554283916950226 (0.25451208154360455) | > loss_disc_real_3: 0.27535319328308105 (0.2630619913339615) | > loss_disc_real_4: 0.2475595623254776 (0.27708086371421814) | > loss_disc_real_5: 0.29812830686569214 (0.25749891300996147) | > loss_0: 2.5773022174835205 (2.3684010823567707) | > loss_gen: 2.5348339080810547 (2.6589046319325766) | > loss_kl: 3.8609495162963867 (3.110326306025187) | > loss_feat: 7.135750770568848 (7.121269575754801) | > loss_mel: 17.30340576171875 (18.832739130655924) | > loss_duration: 2.3039655685424805 (2.3183823267618817) | > loss_1: 33.1389045715332 (34.04162228902182)  --> STEP: 16 | > loss_disc: 2.5025956630706787 (2.37678824365139) | > loss_disc_real_0: 0.17531415820121765 (0.13196954177692533) | > loss_disc_real_1: 0.3065129518508911 (0.2426184369251132) | > loss_disc_real_2: 0.31242817640304565 (0.2581318374723196) | > loss_disc_real_3: 0.2484801858663559 (0.26215062849223614) | > loss_disc_real_4: 0.31474044919013977 (0.27943458780646324) | > loss_disc_real_5: 0.2254430204629898 (0.2554954197257757) | > loss_0: 2.5025956630706787 (2.37678824365139) | > loss_gen: 2.6563780307769775 (2.6587467193603516) | > loss_kl: 2.538320302963257 (3.0745759308338165) | > loss_feat: 6.566033363342285 (7.086567312479019) | > loss_mel: 16.485036849975586 (18.686007738113403) | > loss_duration: 2.376988410949707 (2.3220452070236206) | > loss_1: 30.622756958007812 (33.82794320583344)  --> STEP: 17 | > loss_disc: 2.564162015914917 (2.387810230255127) | > loss_disc_real_0: 0.18025171756744385 (0.13480966976460287) | > loss_disc_real_1: 0.1848263144493103 (0.2392189003088895) | > loss_disc_real_2: 0.28536221385002136 (0.2597336243180668) | > loss_disc_real_3: 0.2917398512363434 (0.26389117100659537) | > loss_disc_real_4: 0.34090155363082886 (0.2830502916784847) | > loss_disc_real_5: 0.36770206689834595 (0.2620958107359269) | > loss_0: 2.564162015914917 (2.387810230255127) | > loss_gen: 2.6452341079711914 (2.6579518598668717) | > loss_kl: 2.4113099575042725 (3.0355602853438435) | > loss_feat: 6.408559322357178 (7.0466844895306755) | > loss_mel: 18.003055572509766 (18.64583408131319) | > loss_duration: 2.4164938926696777 (2.327601012061624) | > loss_1: 31.884653091430664 (33.71363202263328)  --> STEP: 18 | > loss_disc: 2.1469788551330566 (2.374430709415012) | > loss_disc_real_0: 0.13943761587142944 (0.1350667778816488) | > loss_disc_real_1: 0.2035871297121048 (0.23723935749795702) | > loss_disc_real_2: 0.2146919220685959 (0.2572313075264295) | > loss_disc_real_3: 0.23441413044929504 (0.2622535576423009) | > loss_disc_real_4: 0.24569819867610931 (0.280975175400575) | > loss_disc_real_5: 0.2342333048582077 (0.2605478937427203) | > loss_0: 2.1469788551330566 (2.374430709415012) | > loss_gen: 2.801400899887085 (2.6659212509791055) | > loss_kl: 2.8575682640075684 (3.0256718397140503) | > loss_feat: 6.784656047821045 (7.03212735388014) | > loss_mel: 16.532032012939453 (18.528400633070206) | > loss_duration: 2.2639248371124268 (2.3240634467866688) | > loss_1: 31.239582061767578 (33.57618480258518)  --> STEP: 19 | > loss_disc: 2.72829008102417 (2.3930548868681254) | > loss_disc_real_0: 0.29000353813171387 (0.1432213442105996) | > loss_disc_real_1: 0.2932061553001404 (0.24018497843491404) | > loss_disc_real_2: 0.2798835337162018 (0.25842352995747014) | > loss_disc_real_3: 0.2734341025352478 (0.26284200737350866) | > loss_disc_real_4: 0.3670155107975006 (0.2855036141056764) | > loss_disc_real_5: 0.33881229162216187 (0.2646670725784804) | > loss_0: 2.72829008102417 (2.3930548868681254) | > loss_gen: 2.690021514892578 (2.66718968592192) | > loss_kl: 2.0455143451690674 (2.974084603159051) | > loss_feat: 5.177857875823975 (6.934534223456132) | > loss_mel: 16.0275821685791 (18.396778608623304) | > loss_duration: 2.299276828765869 (2.3227588879434684) | > loss_1: 28.240251541137695 (33.29534620987742)  --> STEP: 20 | > loss_disc: 2.300804615020752 (2.388442373275757) | > loss_disc_real_0: 0.10467730462551117 (0.14129414223134518) | > loss_disc_real_1: 0.24490661919116974 (0.24042106047272682) | > loss_disc_real_2: 0.25207048654556274 (0.25810587778687477) | > loss_disc_real_3: 0.26541635394096375 (0.26297072470188143) | > loss_disc_real_4: 0.20955249667167664 (0.2817060582339764) | > loss_disc_real_5: 0.18475326895713806 (0.2606713823974133) | > loss_0: 2.300804615020752 (2.388442373275757) | > loss_gen: 2.6541850566864014 (2.6665394544601444) | > loss_kl: 2.28169584274292 (2.9394651651382446) | > loss_feat: 7.608253479003906 (6.968220186233521) | > loss_mel: 19.41950798034668 (18.447915077209473) | > loss_duration: 2.327806234359741 (2.3230112552642823) | > loss_1: 34.291446685791016 (33.3451512336731)  --> STEP: 21 | > loss_disc: 2.5905373096466064 (2.3980659416743686) | > loss_disc_real_0: 0.12819917500019073 (0.14067057236319497) | > loss_disc_real_1: 0.36048799753189087 (0.24613853366602034) | > loss_disc_real_2: 0.28243666887283325 (0.2592644868862061) | > loss_disc_real_3: 0.2967730164527893 (0.26458035764240084) | > loss_disc_real_4: 0.29391157627105713 (0.28228727337859927) | > loss_disc_real_5: 0.24735456705093384 (0.26003724833329517) | > loss_0: 2.5905373096466064 (2.3980659416743686) | > loss_gen: 2.5089168548583984 (2.6590336163838706) | > loss_kl: 2.331559896469116 (2.9105172952016196) | > loss_feat: 4.536371231079102 (6.852417855035691) | > loss_mel: 14.635274887084961 (18.266360782441637) | > loss_duration: 2.16878604888916 (2.315667197817848) | > loss_1: 26.180908203125 (33.003996803647)  --> STEP: 22 | > loss_disc: 2.115419387817383 (2.385218371044506) | > loss_disc_real_0: 0.1524348258972168 (0.14120531116019597) | > loss_disc_real_1: 0.2549590468406677 (0.24653946608304977) | > loss_disc_real_2: 0.25162482261657715 (0.2589172294194048) | > loss_disc_real_3: 0.24108146131038666 (0.26351222599094565) | > loss_disc_real_4: 0.24409787356853485 (0.2805513915690509) | > loss_disc_real_5: 0.2194686233997345 (0.25819321992722427) | > loss_0: 2.115419387817383 (2.385218371044506) | > loss_gen: 3.0728213787078857 (2.677842151034962) | > loss_kl: 1.8784688711166382 (2.8636060031977566) | > loss_feat: 8.101214408874512 (6.909181334755638) | > loss_mel: 18.254915237426758 (18.265840530395508) | > loss_duration: 2.1348841190338135 (2.307449785145846) | > loss_1: 33.44230270385742 (33.023919799111106)  --> STEP: 23 | > loss_disc: 2.5657663345336914 (2.393068282500557) | > loss_disc_real_0: 0.17315106093883514 (0.14259425680274548) | > loss_disc_real_1: 0.32897958159446716 (0.25012381893137225) | > loss_disc_real_2: 0.2362377941608429 (0.25793116701685864) | > loss_disc_real_3: 0.26051634550094604 (0.2633819703174674) | > loss_disc_real_4: 0.282601535320282 (0.280640528253887) | > loss_disc_real_5: 0.22882433235645294 (0.2569163117719734) | > loss_0: 2.5657663345336914 (2.393068282500557) | > loss_gen: 2.484900712966919 (2.669453392858091) | > loss_kl: 2.5298757553100586 (2.8490959924200308) | > loss_feat: 6.108216285705566 (6.874356767405635) | > loss_mel: 17.719223022460938 (18.242074551789656) | > loss_duration: 2.2753069400787354 (2.3060522701429282) | > loss_1: 31.117523193359375 (32.941032990165375)  --> STEP: 24 | > loss_disc: 2.519744634628296 (2.398346463839213) | > loss_disc_real_0: 0.1489567905664444 (0.14285936237623295) | > loss_disc_real_1: 0.27792665362358093 (0.25128227037688095) | > loss_disc_real_2: 0.2914291322231293 (0.2593269155671199) | > loss_disc_real_3: 0.2821918725967407 (0.26416571624577045) | > loss_disc_real_4: 0.2350238710641861 (0.27873983420431614) | > loss_disc_real_5: 0.24885158240795135 (0.25658028138180583) | > loss_0: 2.519744634628296 (2.398346463839213) | > loss_gen: 2.338200807571411 (2.655651201804479) | > loss_kl: 2.3042399883270264 (2.8263936589161553) | > loss_feat: 4.646032810211182 (6.7815099358558655) | > loss_mel: 16.084630966186523 (18.152181069056194) | > loss_duration: 2.392953872680664 (2.3096731702486673) | > loss_1: 27.76605987548828 (32.72540911038716)  --> STEP: 25 | > loss_disc: 2.37341570854187 (2.3973492336273194) | > loss_disc_real_0: 0.18943746387958527 (0.14472248643636704) | > loss_disc_real_1: 0.205119326710701 (0.24943575263023376) | > loss_disc_real_2: 0.2426687628030777 (0.25866058945655823) | > loss_disc_real_3: 0.31617647409439087 (0.2662461465597153) | > loss_disc_real_4: 0.3177109956741333 (0.2802986806631088) | > loss_disc_real_5: 0.2918689250946045 (0.25799182713031776) | > loss_0: 2.37341570854187 (2.3973492336273194) | > loss_gen: 2.85538911819458 (2.663640718460083) | > loss_kl: 2.4625580310821533 (2.8118402338027955) | > loss_feat: 7.0854058265686035 (6.793665771484375) | > loss_mel: 16.62921142578125 (18.091262283325197) | > loss_duration: 2.3828861713409424 (2.3126016902923583) | > loss_1: 31.415451049804688 (32.67301078796386)  --> STEP: 26 | > loss_disc: 2.229928970336914 (2.3909099927315345) | > loss_disc_real_0: 0.18551543354988098 (0.14629144594073296) | > loss_disc_real_1: 0.07623377442359924 (0.24277413808382475) | > loss_disc_real_2: 0.0966038927435875 (0.2524276395829824) | > loss_disc_real_3: 0.12047627568244934 (0.26063961306443584) | > loss_disc_real_4: 0.3155006170272827 (0.28165260129250014) | > loss_disc_real_5: 0.19546882808208466 (0.2555870963976934) | > loss_0: 2.229928970336914 (2.3909099927315345) | > loss_gen: 2.180427074432373 (2.645055578305171) | > loss_kl: 2.205091953277588 (2.7885037614749026) | > loss_feat: 15.42326831817627 (7.1255735617417555) | > loss_mel: 20.306119918823242 (18.17644911545974) | > loss_duration: 2.280050277709961 (2.311349712885343) | > loss_1: 42.39495849609375 (33.046931853661164) --> EVAL PERFORMANCE | > avg_loader_time: 0.002545329240652231 (+8.280460651104334e-06) | > avg_loss_disc: 2.3909099927315345 (-0.06165849245511579) | > avg_loss_disc_real_0: 0.14629144594073296 (-0.017321637903268516) | > avg_loss_disc_real_1: 0.24277413808382475 (+0.03855503952273956) | > avg_loss_disc_real_2: 0.2524276395829824 (+0.04862536432651371) | > avg_loss_disc_real_3: 0.26063961306443584 (+0.05852831498934674) | > avg_loss_disc_real_4: 0.28165260129250014 (+0.07384505867958069) | > avg_loss_disc_real_5: 0.2555870963976934 (+0.01930594157714116) | > avg_loss_0: 2.3909099927315345 (-0.06165849245511579) | > avg_loss_gen: 2.645055578305171 (+0.393991144803854) | > avg_loss_kl: 2.7885037614749026 (+0.1309750446906457) | > avg_loss_feat: 7.1255735617417555 (+0.4297085725344143) | > avg_loss_mel: 18.17644911545974 (+0.5213939226590725) | > avg_loss_duration: 2.311349712885343 (-0.0028301110634436633) | > avg_loss_1: 33.046931853661164 (+1.4732393118051306)  > EPOCH: 412/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:10:36)   --> TIME: 2024-06-11 09:10:42 -- STEP: 14/330 -- GLOBAL_STEP: 223975 | > loss_disc: 2.316589832305908 (2.31637396131243) | > loss_disc_real_0: 0.09400013834238052 (0.10548624023795128) | > loss_disc_real_1: 0.19147084653377533 (0.20713313136781966) | > loss_disc_real_2: 0.1917625218629837 (0.20743070117064885) | > loss_disc_real_3: 0.2323267012834549 (0.22475229416574752) | > loss_disc_real_4: 0.21157249808311462 (0.23009460206542695) | > loss_disc_real_5: 0.21481874585151672 (0.2276978407587324) | > loss_0: 2.316589832305908 (2.31637396131243) | > grad_norm_0: tensor(4.9836, device='cuda:0') (tensor(9.3205, device='cuda:0')) | > loss_gen: 2.4654955863952637 (2.487053496497018) | > loss_kl: 1.7583225965499878 (1.8224198477608817) | > loss_feat: 7.131867408752441 (6.794723919459751) | > loss_mel: 17.4635066986084 (18.30423859187535) | > loss_duration: 2.0721676349639893 (2.137942280088152) | > loss_1: 30.891361236572266 (31.546378135681152) | > grad_norm_1: tensor(89.6895, device='cuda:0') (tensor(111.6104, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.337 (0.3619278499058315) | > loader_time: 0.0031 (0.003293003354753767)  --> TIME: 2024-06-11 09:10:51 -- STEP: 39/330 -- GLOBAL_STEP: 224000 | > loss_disc: 2.4246511459350586 (2.318934923563248) | > loss_disc_real_0: 0.10482072830200195 (0.10601581079073441) | > loss_disc_real_1: 0.18891043961048126 (0.2025461135766445) | > loss_disc_real_2: 0.21925154328346252 (0.21388910787227827) | > loss_disc_real_3: 0.23661568760871887 (0.22674030906114823) | > loss_disc_real_4: 0.21637022495269775 (0.2277752799101365) | > loss_disc_real_5: 0.21605858206748962 (0.22119844456513724) | > loss_0: 2.4246511459350586 (2.318934923563248) | > grad_norm_0: tensor(6.0448, device='cuda:0') (tensor(9.2212, device='cuda:0')) | > loss_gen: 2.2427401542663574 (2.5192569219149075) | > loss_kl: 1.7225319147109985 (1.866253776428027) | > loss_feat: 7.015387058258057 (7.059695476140732) | > loss_mel: 17.026103973388672 (18.245390818669247) | > loss_duration: 2.0670816898345947 (2.0635516215593386) | > loss_1: 30.07384490966797 (31.75414858108912) | > grad_norm_1: tensor(58.5175, device='cuda:0') (tensor(109.4884, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.3512 (0.3545149778708434) | > loader_time: 0.0033 (0.0033027269901373447) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_224000.pth  --> TIME: 2024-06-11 09:11:05 -- STEP: 64/330 -- GLOBAL_STEP: 224025 | > loss_disc: 2.292181968688965 (2.3346859849989414) | > loss_disc_real_0: 0.09758184105157852 (0.109515376156196) | > loss_disc_real_1: 0.1706860512495041 (0.2019394082017243) | > loss_disc_real_2: 0.19486279785633087 (0.2154012261889875) | > loss_disc_real_3: 0.2239813506603241 (0.22820597304962575) | > loss_disc_real_4: 0.22599577903747559 (0.22778705600649118) | > loss_disc_real_5: 0.21750369668006897 (0.22058834647759795) | > loss_0: 2.292181968688965 (2.3346859849989414) | > grad_norm_0: tensor(8.5291, device='cuda:0') (tensor(8.4990, device='cuda:0')) | > loss_gen: 2.4547932147979736 (2.5002638287842274) | > loss_kl: 1.9459837675094604 (1.8669016119092703) | > loss_feat: 7.010931491851807 (7.066413588821888) | > loss_mel: 19.11217498779297 (18.268007755279548) | > loss_duration: 2.0102391242980957 (2.038927074521779) | > loss_1: 32.534122467041016 (31.74051395058632) | > grad_norm_1: tensor(134.5691, device='cuda:0') (tensor(97.4838, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.3504 (0.35668135434389114) | > loader_time: 0.0037 (0.003393877297639847)  --> TIME: 2024-06-11 09:11:14 -- STEP: 89/330 -- GLOBAL_STEP: 224050 | > loss_disc: 2.2972209453582764 (2.3274587379412703) | > loss_disc_real_0: 0.1352168470621109 (0.11088989742016525) | > loss_disc_real_1: 0.12377330660820007 (0.20024738703550918) | > loss_disc_real_2: 0.20994655787944794 (0.2135704407531224) | > loss_disc_real_3: 0.24123583734035492 (0.2263375830449415) | > loss_disc_real_4: 0.22491194307804108 (0.22723265477780547) | > loss_disc_real_5: 0.21687200665473938 (0.21928529324156515) | > loss_0: 2.2972209453582764 (2.3274587379412703) | > grad_norm_0: tensor(6.8856, device='cuda:0') (tensor(8.9536, device='cuda:0')) | > loss_gen: 2.589407444000244 (2.502587473794317) | > loss_kl: 1.9592434167861938 (1.8772962254084897) | > loss_feat: 7.407357215881348 (7.095849942625239) | > loss_mel: 18.588834762573242 (18.151210977790072) | > loss_duration: 2.035616397857666 (2.029158491766854) | > loss_1: 32.58045959472656 (31.656103198447923) | > grad_norm_1: tensor(92.9424, device='cuda:0') (tensor(106.3579, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.3705 (0.35774052544926005) | > loader_time: 0.0035 (0.0034735015269075887)  --> TIME: 2024-06-11 09:11:24 -- STEP: 114/330 -- GLOBAL_STEP: 224075 | > loss_disc: 2.310344696044922 (2.3299406557752373) | > loss_disc_real_0: 0.13322654366493225 (0.11126508080122764) | > loss_disc_real_1: 0.22395135462284088 (0.2006994649245028) | > loss_disc_real_2: 0.20613808929920197 (0.21357570235666476) | > loss_disc_real_3: 0.20686931908130646 (0.22682638701639676) | > loss_disc_real_4: 0.20908169448375702 (0.22756888638985784) | > loss_disc_real_5: 0.18061675131320953 (0.2186675371046652) | > loss_0: 2.310344696044922 (2.3299406557752373) | > grad_norm_0: tensor(11.8859, device='cuda:0') (tensor(10.1255, device='cuda:0')) | > loss_gen: 2.4778778553009033 (2.5052868901637573) | > loss_kl: 2.008873701095581 (1.8970474423023693) | > loss_feat: 6.805900573730469 (7.1139149163898665) | > loss_mel: 18.678274154663086 (18.146594766984915) | > loss_duration: 2.0422184467315674 (2.028894087724517) | > loss_1: 32.013145446777344 (31.69173811193098) | > grad_norm_1: tensor(151.1351, device='cuda:0') (tensor(130.4253, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.3693 (0.3630304148322659) | > loader_time: 0.0037 (0.003607825229042455)  --> TIME: 2024-06-11 09:11:33 -- STEP: 139/330 -- GLOBAL_STEP: 224100 | > loss_disc: 2.2859950065612793 (2.3290116340993987) | > loss_disc_real_0: 0.10645009577274323 (0.11222434365492073) | > loss_disc_real_1: 0.19809946417808533 (0.1997310645717511) | > loss_disc_real_2: 0.1658765971660614 (0.21249641649585832) | > loss_disc_real_3: 0.21428894996643066 (0.22716672547000774) | > loss_disc_real_4: 0.2323451191186905 (0.22732935427761763) | > loss_disc_real_5: 0.21631944179534912 (0.2183649673950758) | > loss_0: 2.2859950065612793 (2.3290116340993987) | > grad_norm_0: tensor(38.1369, device='cuda:0') (tensor(12.2635, device='cuda:0')) | > loss_gen: 2.6597464084625244 (2.509040338529958) | > loss_kl: 1.8995968103408813 (1.8969842838726456) | > loss_feat: 7.688083171844482 (7.127106844950065) | > loss_mel: 17.895618438720703 (18.152537874180638) | > loss_duration: 2.102595806121826 (2.0330259817109684) | > loss_1: 32.24563980102539 (31.71869526321082) | > grad_norm_1: tensor(469.8178, device='cuda:0') (tensor(153.2199, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.3887 (0.3659982029482616) | > loader_time: 0.0047 (0.0037520549280180347)  --> TIME: 2024-06-11 09:11:43 -- STEP: 164/330 -- GLOBAL_STEP: 224125 | > loss_disc: 2.261918067932129 (2.3287548466426577) | > loss_disc_real_0: 0.10262710601091385 (0.1131158211700073) | > loss_disc_real_1: 0.18052400648593903 (0.19885886351509782) | > loss_disc_real_2: 0.20831309258937836 (0.21264552770227915) | > loss_disc_real_3: 0.2299898862838745 (0.2275483680934441) | > loss_disc_real_4: 0.21842536330223083 (0.2265313563913834) | > loss_disc_real_5: 0.2360081672668457 (0.21802884985397503) | > loss_0: 2.261918067932129 (2.3287548466426577) | > grad_norm_0: tensor(5.6323, device='cuda:0') (tensor(15.4718, device='cuda:0')) | > loss_gen: 2.7813637256622314 (2.51884257357295) | > loss_kl: 2.004382371902466 (1.9023940570470763) | > loss_feat: 7.7794508934021 (7.151021800390104) | > loss_mel: 17.300569534301758 (18.1474070665313) | > loss_duration: 2.10709547996521 (2.0353496241860256) | > loss_1: 31.972864151000977 (31.755015082475616) | > grad_norm_1: tensor(196.0537, device='cuda:0') (tensor(179.4778, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.3928 (0.3686712137082729) | > loader_time: 0.0042 (0.0038452061211190574)  --> TIME: 2024-06-11 09:11:53 -- STEP: 189/330 -- GLOBAL_STEP: 224150 | > loss_disc: 2.3895556926727295 (2.33353311801083) | > loss_disc_real_0: 0.1256725788116455 (0.11420587828708073) | > loss_disc_real_1: 0.17998717725276947 (0.19941374296864497) | > loss_disc_real_2: 0.21349099278450012 (0.21303094939264666) | > loss_disc_real_3: 0.23369021713733673 (0.22771582165092388) | > loss_disc_real_4: 0.24796642363071442 (0.22661685289213898) | > loss_disc_real_5: 0.20208095014095306 (0.2182614571518368) | > loss_0: 2.3895556926727295 (2.33353311801083) | > grad_norm_0: tensor(92.8364, device='cuda:0') (tensor(18.8456, device='cuda:0')) | > loss_gen: 2.420954465866089 (2.521033850927201) | > loss_kl: 2.0829834938049316 (1.9064697859779236) | > loss_feat: 7.122200965881348 (7.162897374894884) | > loss_mel: 18.156057357788086 (18.126182515785185) | > loss_duration: 2.1129813194274902 (2.041429285649899) | > loss_1: 31.895177841186523 (31.758012781698238) | > grad_norm_1: tensor(438.4288, device='cuda:0') (tensor(198.4343, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.4052 (0.371686273150974) | > loader_time: 0.0051 (0.003960836501348587)  --> TIME: 2024-06-11 09:12:03 -- STEP: 214/330 -- GLOBAL_STEP: 224175 | > loss_disc: 2.423633098602295 (2.3369790271063846) | > loss_disc_real_0: 0.1295376867055893 (0.11470537225358954) | > loss_disc_real_1: 0.2037239372730255 (0.2001362569699777) | > loss_disc_real_2: 0.25195562839508057 (0.21345113371020163) | > loss_disc_real_3: 0.2617762088775635 (0.22845785110910363) | > loss_disc_real_4: 0.2732357382774353 (0.2264322069621532) | > loss_disc_real_5: 0.25757452845573425 (0.2183200383437014) | > loss_0: 2.423633098602295 (2.3369790271063846) | > grad_norm_0: tensor(17.7244, device='cuda:0') (tensor(19.7459, device='cuda:0')) | > loss_gen: 2.4672234058380127 (2.5188973250790165) | > loss_kl: 1.8918004035949707 (1.9123038710834823) | > loss_feat: 5.8553972244262695 (7.158608204850527) | > loss_mel: 16.322172164916992 (18.07865369208506) | > loss_duration: 2.1454787254333496 (2.0483510132147877) | > loss_1: 28.68207359313965 (31.716814014399162) | > grad_norm_1: tensor(361.2276, device='cuda:0') (tensor(214.7166, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.4067 (0.3750811313914363) | > loader_time: 0.0055 (0.004085492864947456)  --> TIME: 2024-06-11 09:12:14 -- STEP: 239/330 -- GLOBAL_STEP: 224200 | > loss_disc: 2.3087358474731445 (2.334564830468789) | > loss_disc_real_0: 0.10123369842767715 (0.11504611042503532) | > loss_disc_real_1: 0.20453636348247528 (0.20013493548876066) | > loss_disc_real_2: 0.2175476849079132 (0.21301441985692934) | > loss_disc_real_3: 0.2523277997970581 (0.2279411604838391) | > loss_disc_real_4: 0.24005107581615448 (0.2261772711281996) | > loss_disc_real_5: 0.2480350136756897 (0.21862906884698188) | > loss_0: 2.3087358474731445 (2.334564830468789) | > grad_norm_0: tensor(43.0575, device='cuda:0') (tensor(20.1540, device='cuda:0')) | > loss_gen: 2.512279987335205 (2.517821854627281) | > loss_kl: 2.041156530380249 (1.9144840739262154) | > loss_feat: 7.339951992034912 (7.148947865394369) | > loss_mel: 18.312480926513672 (18.02460873974917) | > loss_duration: 2.0741028785705566 (2.055872288209124) | > loss_1: 32.279972076416016 (31.661734704691995) | > grad_norm_1: tensor(348.4477, device='cuda:0') (tensor(220.7939, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.4279 (0.3790452310729726) | > loader_time: 0.005 (0.004207001570378393)  --> TIME: 2024-06-11 09:12:25 -- STEP: 264/330 -- GLOBAL_STEP: 224225 | > loss_disc: 2.343745231628418 (2.3353281915187845) | > loss_disc_real_0: 0.13254284858703613 (0.11625130779363892) | > loss_disc_real_1: 0.23126868903636932 (0.19992152110419484) | > loss_disc_real_2: 0.22428011894226074 (0.2133545772257176) | > loss_disc_real_3: 0.2672913372516632 (0.2277928636494008) | > loss_disc_real_4: 0.2348753660917282 (0.22574041964429797) | > loss_disc_real_5: 0.21059919893741608 (0.21834987153609595) | > loss_0: 2.343745231628418 (2.3353281915187845) | > grad_norm_0: tensor(64.2308, device='cuda:0') (tensor(21.8859, device='cuda:0')) | > loss_gen: 2.4491496086120605 (2.5172080749815153) | > loss_kl: 1.8740500211715698 (1.918272924694148) | > loss_feat: 6.919580459594727 (7.168435591639894) | > loss_mel: 17.06924057006836 (17.998489871169596) | > loss_duration: 2.168574333190918 (2.0631120832580505) | > loss_1: 30.480594635009766 (31.665518471688934) | > grad_norm_1: tensor(290.3704, device='cuda:0') (tensor(235.6974, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.4424 (0.3842288644024821) | > loader_time: 0.0064 (0.0043581128120422415)  --> TIME: 2024-06-11 09:12:37 -- STEP: 289/330 -- GLOBAL_STEP: 224250 | > loss_disc: 2.3212950229644775 (2.335332802010244) | > loss_disc_real_0: 0.09039059281349182 (0.11569694042927667) | > loss_disc_real_1: 0.20770439505577087 (0.19984489112164322) | > loss_disc_real_2: 0.19633173942565918 (0.21305113706003007) | > loss_disc_real_3: 0.23820540308952332 (0.22780522755685562) | > loss_disc_real_4: 0.23397892713546753 (0.22637895847893091) | > loss_disc_real_5: 0.23756681382656097 (0.2184720162598732) | > loss_0: 2.3212950229644775 (2.335332802010244) | > grad_norm_0: tensor(10.8020, device='cuda:0') (tensor(23.5093, device='cuda:0')) | > loss_gen: 2.613264560699463 (2.525087107424093) | > loss_kl: 1.8859658241271973 (1.9218188784114216) | > loss_feat: 7.020709991455078 (7.204822296089779) | > loss_mel: 16.723196029663086 (17.945350029889287) | > loss_duration: 2.2124648094177246 (2.0721814925282875) | > loss_1: 30.45560073852539 (31.669259754431703) | > grad_norm_1: tensor(429.3713, device='cuda:0') (tensor(249.6415, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.4689 (0.39053491407612206) | > loader_time: 0.0061 (0.004529851530662461)  --> TIME: 2024-06-11 09:12:49 -- STEP: 314/330 -- GLOBAL_STEP: 224275 | > loss_disc: 2.331739902496338 (2.3408055662349554) | > loss_disc_real_0: 0.12587277591228485 (0.11716710942186367) | > loss_disc_real_1: 0.22359903156757355 (0.2002457329991518) | > loss_disc_real_2: 0.19463303685188293 (0.2133715888307353) | > loss_disc_real_3: 0.19062307476997375 (0.22824116041705866) | > loss_disc_real_4: 0.1956767439842224 (0.22670815083061813) | > loss_disc_real_5: 0.2039431780576706 (0.2189579348845087) | > loss_0: 2.331739902496338 (2.3408055662349554) | > grad_norm_0: tensor(34.5987, device='cuda:0') (tensor(25.7480, device='cuda:0')) | > loss_gen: 2.2938692569732666 (2.5215737531139597) | > loss_kl: 1.8941668272018433 (1.925966418852472) | > loss_feat: 8.19521713256836 (7.206173503474825) | > loss_mel: 17.51443862915039 (17.918383279423807) | > loss_duration: 2.2732226848602295 (2.084744355101493) | > loss_1: 32.17091369628906 (31.656841253778737) | > grad_norm_1: tensor(422.5073, device='cuda:0') (tensor(264.8813, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.5221 (0.3989094184462434) | > loader_time: 0.0079 (0.004723987761576467)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3257949352264404 (2.3257949352264404) | > loss_disc_real_0: 0.15077531337738037 (0.15077531337738037) | > loss_disc_real_1: 0.20072220265865326 (0.20072220265865326) | > loss_disc_real_2: 0.1832023710012436 (0.1832023710012436) | > loss_disc_real_3: 0.2136024534702301 (0.2136024534702301) | > loss_disc_real_4: 0.2276257425546646 (0.2276257425546646) | > loss_disc_real_5: 0.21933642029762268 (0.21933642029762268) | > loss_0: 2.3257949352264404 (2.3257949352264404) | > loss_gen: 2.2599329948425293 (2.2599329948425293) | > loss_kl: 1.8608858585357666 (1.8608858585357666) | > loss_feat: 6.784918308258057 (6.784918308258057) | > loss_mel: 15.54891586303711 (15.54891586303711) | > loss_duration: 2.956078052520752 (2.956078052520752) | > loss_1: 29.41073226928711 (29.41073226928711)  --> STEP: 1 | > loss_disc: 2.060565233230591 (2.060565233230591) | > loss_disc_real_0: 0.05924147367477417 (0.05924147367477417) | > loss_disc_real_1: 0.19884955883026123 (0.19884955883026123) | > loss_disc_real_2: 0.1284918189048767 (0.1284918189048767) | > loss_disc_real_3: 0.18357454240322113 (0.18357454240322113) | > loss_disc_real_4: 0.2277863472700119 (0.2277863472700119) | > loss_disc_real_5: 0.16940420866012573 (0.16940420866012573) | > loss_0: 2.060565233230591 (2.060565233230591) | > loss_gen: 2.437575340270996 (2.437575340270996) | > loss_kl: 2.4175729751586914 (2.4175729751586914) | > loss_feat: 7.440747261047363 (7.440747261047363) | > loss_mel: 18.770845413208008 (18.770845413208008) | > loss_duration: 2.4523391723632812 (2.4523391723632812) | > loss_1: 33.519081115722656 (33.519081115722656)  --> STEP: 2 | > loss_disc: 2.3378357887268066 (2.1992005109786987) | > loss_disc_real_0: 0.07730507105588913 (0.06827327236533165) | > loss_disc_real_1: 0.21095411479473114 (0.20490183681249619) | > loss_disc_real_2: 0.2538386285305023 (0.19116522371768951) | > loss_disc_real_3: 0.2610040605068207 (0.2222893014550209) | > loss_disc_real_4: 0.25525546073913574 (0.24152090400457382) | > loss_disc_real_5: 0.2757285237312317 (0.2225663661956787) | > loss_0: 2.3378357887268066 (2.1992005109786987) | > loss_gen: 2.548100471496582 (2.492837905883789) | > loss_kl: 2.7922840118408203 (2.604928493499756) | > loss_feat: 6.377607345581055 (6.909177303314209) | > loss_mel: 20.084293365478516 (19.42756938934326) | > loss_duration: 2.521056652069092 (2.4866979122161865) | > loss_1: 34.323341369628906 (33.92121124267578)  --> STEP: 3 | > loss_disc: 2.221264123916626 (2.2065550486246743) | > loss_disc_real_0: 0.08632952719926834 (0.07429202397664388) | > loss_disc_real_1: 0.17267893254756927 (0.19416086872418722) | > loss_disc_real_2: 0.19678232073783875 (0.1930375893910726) | > loss_disc_real_3: 0.18977254629135132 (0.21145038306713104) | > loss_disc_real_4: 0.1574619561433792 (0.21350125471750894) | > loss_disc_real_5: 0.1354636251926422 (0.19353211919466654) | > loss_0: 2.221264123916626 (2.2065550486246743) | > loss_gen: 2.238783359527588 (2.4081530570983887) | > loss_kl: 3.592205286026001 (2.934020757675171) | > loss_feat: 7.739329814910889 (7.185894807179769) | > loss_mel: 17.90667724609375 (18.920605341593426) | > loss_duration: 2.3037495613098145 (2.425715128580729) | > loss_1: 33.78074645996094 (33.8743896484375)  --> STEP: 4 | > loss_disc: 2.4502968788146973 (2.26749050617218) | > loss_disc_real_0: 0.1474909484386444 (0.09259175509214401) | > loss_disc_real_1: 0.257585346698761 (0.21001698821783066) | > loss_disc_real_2: 0.2505411207675934 (0.2074134722352028) | > loss_disc_real_3: 0.24760238826274872 (0.22048838436603546) | > loss_disc_real_4: 0.1904268115758896 (0.2077326439321041) | > loss_disc_real_5: 0.20074337720870972 (0.19533493369817734) | > loss_0: 2.4502968788146973 (2.26749050617218) | > loss_gen: 2.3077611923217773 (2.383055090904236) | > loss_kl: 2.994762420654297 (2.9492061734199524) | > loss_feat: 7.4307756423950195 (7.2471150159835815) | > loss_mel: 17.94811248779297 (18.67748212814331) | > loss_duration: 2.3027799129486084 (2.394981324672699) | > loss_1: 32.98419189453125 (33.65184020996094)  --> STEP: 5 | > loss_disc: 2.273613452911377 (2.2687150955200197) | > loss_disc_real_0: 0.08341788500547409 (0.09075698107481003) | > loss_disc_real_1: 0.22715426981449127 (0.21344444453716277) | > loss_disc_real_2: 0.18041276931762695 (0.2020133316516876) | > loss_disc_real_3: 0.23369599878787994 (0.22312990725040435) | > loss_disc_real_4: 0.2595350444316864 (0.21809312403202058) | > loss_disc_real_5: 0.2505781948566437 (0.2063835859298706) | > loss_0: 2.273613452911377 (2.2687150955200197) | > loss_gen: 2.4404945373535156 (2.3945429801940916) | > loss_kl: 2.113694667816162 (2.7821038722991944) | > loss_feat: 4.987914085388184 (6.795274829864502) | > loss_mel: 18.51126480102539 (18.644238662719726) | > loss_duration: 2.370251178741455 (2.39003529548645) | > loss_1: 30.42361831665039 (33.006195831298825)  --> STEP: 6 | > loss_disc: 2.3443520069122314 (2.2813212474187217) | > loss_disc_real_0: 0.06465604901313782 (0.086406825731198) | > loss_disc_real_1: 0.23020820319652557 (0.21623840431372324) | > loss_disc_real_2: 0.18853774666786194 (0.19976740082105002) | > loss_disc_real_3: 0.20934158563613892 (0.2208318536480268) | > loss_disc_real_4: 0.2326982170343399 (0.2205273061990738) | > loss_disc_real_5: 0.18420633673667908 (0.20268737773100534) | > loss_0: 2.3443520069122314 (2.2813212474187217) | > loss_gen: 2.1955933570861816 (2.361384709676107) | > loss_kl: 2.3064680099487305 (2.702831228574117) | > loss_feat: 5.8128862380981445 (6.631543397903442) | > loss_mel: 17.993173599243164 (18.535727818806965) | > loss_duration: 2.2006936073303223 (2.3584783474604287) | > loss_1: 30.508813858032227 (32.58996550242106)  --> STEP: 7 | > loss_disc: 2.3159279823303223 (2.2862650666918074) | > loss_disc_real_0: 0.12922805547714233 (0.0925241442663329) | > loss_disc_real_1: 0.18875347077846527 (0.21231198523725783) | > loss_disc_real_2: 0.24227085709571838 (0.20583932314600265) | > loss_disc_real_3: 0.26336589455604553 (0.22690814520631516) | > loss_disc_real_4: 0.2676689326763153 (0.22726182426725114) | > loss_disc_real_5: 0.20350678265094757 (0.20280443557671138) | > loss_0: 2.3159279823303223 (2.2862650666918074) | > loss_gen: 2.4309277534484863 (2.371319430215018) | > loss_kl: 3.765833616256714 (2.8546887125287737) | > loss_feat: 7.343925476074219 (6.733312266213553) | > loss_mel: 18.195552825927734 (18.48713139125279) | > loss_duration: 2.6216912269592285 (2.396080187388829) | > loss_1: 34.357933044433594 (32.842532294137136)  --> STEP: 8 | > loss_disc: 2.430931329727173 (2.304348349571228) | > loss_disc_real_0: 0.10322656482458115 (0.09386194683611393) | > loss_disc_real_1: 0.19865089654922485 (0.2106043491512537) | > loss_disc_real_2: 0.2198450118303299 (0.20759003423154354) | > loss_disc_real_3: 0.31696251034736633 (0.23816494084894657) | > loss_disc_real_4: 0.27307191491127014 (0.23298808559775352) | > loss_disc_real_5: 0.2054775059223175 (0.20313856936991215) | > loss_0: 2.430931329727173 (2.304348349571228) | > loss_gen: 2.5306906700134277 (2.3912408351898193) | > loss_kl: 2.7903831005096436 (2.8466505110263824) | > loss_feat: 8.006404876708984 (6.892448842525482) | > loss_mel: 15.299158096313477 (18.088634729385376) | > loss_duration: 2.183018445968628 (2.3694474697113037) | > loss_1: 30.809656143188477 (32.588422775268555)  --> STEP: 9 | > loss_disc: 2.0856876373291016 (2.2800527148776584) | > loss_disc_real_0: 0.07160454988479614 (0.09138890273041195) | > loss_disc_real_1: 0.17377281188964844 (0.20651195612218645) | > loss_disc_real_2: 0.16924181580543518 (0.20332912107308707) | > loss_disc_real_3: 0.21598279476165771 (0.23570025795035893) | > loss_disc_real_4: 0.14518916606903076 (0.2232326500945621) | > loss_disc_real_5: 0.10708895325660706 (0.19246638980176714) | > loss_0: 2.0856876373291016 (2.2800527148776584) | > loss_gen: 2.2735066413879395 (2.3781592581007214) | > loss_kl: 2.3495564460754395 (2.7914178371429443) | > loss_feat: 8.695493698120117 (7.092787159813775) | > loss_mel: 18.827640533447266 (18.170746485392254) | > loss_duration: 2.155932664871216 (2.3457236025068493) | > loss_1: 34.30213165283203 (32.778834872775604)  --> STEP: 10 | > loss_disc: 2.527353048324585 (2.304782748222351) | > loss_disc_real_0: 0.18298929929733276 (0.10054894238710403) | > loss_disc_real_1: 0.27771487832069397 (0.2136322483420372) | > loss_disc_real_2: 0.30327466130256653 (0.213323675096035) | > loss_disc_real_3: 0.2869858145713806 (0.24082881361246108) | > loss_disc_real_4: 0.22273969650268555 (0.22318335473537446) | > loss_disc_real_5: 0.1933995634317398 (0.1925597071647644) | > loss_0: 2.527353048324585 (2.304782748222351) | > loss_gen: 2.5719707012176514 (2.3975404024124147) | > loss_kl: 2.1745927333831787 (2.729735326766968) | > loss_feat: 6.5963921546936035 (7.0431476593017575) | > loss_mel: 18.060373306274414 (18.159709167480468) | > loss_duration: 2.2607741355895996 (2.3372286558151245) | > loss_1: 31.66410255432129 (32.667361640930174)  --> STEP: 11 | > loss_disc: 2.3312690258026123 (2.3071905916387383) | > loss_disc_real_0: 0.04040396958589554 (0.09508121758699417) | > loss_disc_real_1: 0.17823901772499084 (0.21041468192230572) | > loss_disc_real_2: 0.14953918755054474 (0.20752508531917224) | > loss_disc_real_3: 0.28924718499183655 (0.24523048373785886) | > loss_disc_real_4: 0.2627745270729065 (0.22678255222060464) | > loss_disc_real_5: 0.24214249849319458 (0.19706723364916715) | > loss_0: 2.3312690258026123 (2.3071905916387383) | > loss_gen: 2.1826045513153076 (2.378000779585405) | > loss_kl: 3.0261194705963135 (2.756679339842363) | > loss_feat: 5.408541202545166 (6.894547072323886) | > loss_mel: 18.019514083862305 (18.146964159878817) | > loss_duration: 2.4172606468200684 (2.3445042913610283) | > loss_1: 31.054039001464844 (32.52069594643333)  --> STEP: 12 | > loss_disc: 2.3575196266174316 (2.311384677886963) | > loss_disc_real_0: 0.08346082270145416 (0.09411285134653251) | > loss_disc_real_1: 0.2200055718421936 (0.21121392274896303) | > loss_disc_real_2: 0.19423377513885498 (0.20641747613747916) | > loss_disc_real_3: 0.24421431124210358 (0.24514580269654593) | > loss_disc_real_4: 0.2510421872138977 (0.22880418847004572) | > loss_disc_real_5: 0.21542073786258698 (0.1985966923336188) | > loss_0: 2.3575196266174316 (2.311384677886963) | > loss_gen: 2.1581788063049316 (2.359682281812032) | > loss_kl: 2.1485002040863037 (2.7059977451960244) | > loss_feat: 6.305409908294678 (6.845452308654785) | > loss_mel: 19.603538513183594 (18.26834535598755) | > loss_duration: 2.228609085083008 (2.3348463575045266) | > loss_1: 32.444236755371094 (32.51432434717814)  --> STEP: 13 | > loss_disc: 2.280649423599243 (2.3090204275571384) | > loss_disc_real_0: 0.17966672778129578 (0.10069391876459122) | > loss_disc_real_1: 0.19597657024860382 (0.21004181871047387) | > loss_disc_real_2: 0.2076014280319214 (0.20650854936012855) | > loss_disc_real_3: 0.24734941124916077 (0.24531531104674706) | > loss_disc_real_4: 0.25416165590286255 (0.2307547628879547) | > loss_disc_real_5: 0.19685395061969757 (0.19846263527870178) | > loss_0: 2.280649423599243 (2.3090204275571384) | > loss_gen: 2.415316104888916 (2.3639618066641) | > loss_kl: 2.552816390991211 (2.694214564103347) | > loss_feat: 5.215839862823486 (6.720097505129301) | > loss_mel: 13.961691856384277 (17.937064317556526) | > loss_duration: 2.206171989440918 (2.3249483291919413) | > loss_1: 26.351837158203125 (32.04028687110314)  --> STEP: 14 | > loss_disc: 2.3635199069976807 (2.312913247517177) | > loss_disc_real_0: 0.05238400772213936 (0.09724321083298751) | > loss_disc_real_1: 0.19910046458244324 (0.20926029341561453) | > loss_disc_real_2: 0.19369743764400482 (0.205593469951834) | > loss_disc_real_3: 0.21307668089866638 (0.24301255175045558) | > loss_disc_real_4: 0.2048369199037552 (0.2289034883890833) | > loss_disc_real_5: 0.19873574376106262 (0.19848214302744185) | > loss_0: 2.3635199069976807 (2.312913247517177) | > loss_gen: 2.2223782539367676 (2.353848695755005) | > loss_kl: 3.3509509563446045 (2.741124306406294) | > loss_feat: 7.871463775634766 (6.8023379530225485) | > loss_mel: 19.51448631286621 (18.049737317221503) | > loss_duration: 2.3295235633850098 (2.3252751316343034) | > loss_1: 35.28880310058594 (32.272323744637625)  --> STEP: 15 | > loss_disc: 2.3369202613830566 (2.3145137151082356) | > loss_disc_real_0: 0.1305733323097229 (0.09946521893143653) | > loss_disc_real_1: 0.22500629723072052 (0.21031002700328827) | > loss_disc_real_2: 0.2365129292011261 (0.20765476723512014) | > loss_disc_real_3: 0.3374384641647339 (0.24930761257807413) | > loss_disc_real_4: 0.21701213717460632 (0.22811073164145151) | > loss_disc_real_5: 0.2071676403284073 (0.19906117618083954) | > loss_0: 2.3369202613830566 (2.3145137151082356) | > loss_gen: 2.6026649475097656 (2.370436445871989) | > loss_kl: 3.1934642791748047 (2.771280304590861) | > loss_feat: 5.896488189697266 (6.741947968800862) | > loss_mel: 18.421154022216797 (18.074498430887857) | > loss_duration: 2.327822685241699 (2.325444968541463) | > loss_1: 32.441593170166016 (32.28360837300618)  --> STEP: 16 | > loss_disc: 2.4534714221954346 (2.3231985718011856) | > loss_disc_real_0: 0.14070168137550354 (0.10204249783419073) | > loss_disc_real_1: 0.2914811968803406 (0.21538322512060404) | > loss_disc_real_2: 0.29474371671676636 (0.21309782657772303) | > loss_disc_real_3: 0.31198248267173767 (0.2532247919589281) | > loss_disc_real_4: 0.2559933662414551 (0.22985339630395174) | > loss_disc_real_5: 0.22779661417007446 (0.20085714105516672) | > loss_0: 2.4534714221954346 (2.3231985718011856) | > loss_gen: 2.51114559173584 (2.3792307674884796) | > loss_kl: 2.7483785152435303 (2.769848942756653) | > loss_feat: 6.9711503982543945 (6.756273120641708) | > loss_mel: 16.9608097076416 (18.004892885684967) | > loss_duration: 2.365387439727783 (2.327941372990608) | > loss_1: 31.556873321533203 (32.23818743228912)  --> STEP: 17 | > loss_disc: 2.5033631324768066 (2.3337964871350456) | > loss_disc_real_0: 0.14408385753631592 (0.10451551899313927) | > loss_disc_real_1: 0.22367261350154877 (0.21587083620183609) | > loss_disc_real_2: 0.28317657113075256 (0.2172201056690777) | > loss_disc_real_3: 0.21570518612861633 (0.25101775632185097) | > loss_disc_real_4: 0.22410093247890472 (0.22951501607894897) | > loss_disc_real_5: 0.2257487177848816 (0.2023213514510323) | > loss_0: 2.5033631324768066 (2.3337964871350456) | > loss_gen: 2.377911329269409 (2.379153153475593) | > loss_kl: 1.6656790971755981 (2.704897775369532) | > loss_feat: 6.567075252532959 (6.74514383428237) | > loss_mel: 16.737342834472656 (17.930331117966595) | > loss_duration: 2.378537893295288 (2.3309176388908837) | > loss_1: 29.726545333862305 (32.090443779440484)  --> STEP: 18 | > loss_disc: 2.274352550506592 (2.3304940462112427) | > loss_disc_real_0: 0.09908345341682434 (0.10421373757223289) | > loss_disc_real_1: 0.19833658635616302 (0.2148967112104098) | > loss_disc_real_2: 0.1858915090560913 (0.21547962807946736) | > loss_disc_real_3: 0.2818377912044525 (0.25272998048199546) | > loss_disc_real_4: 0.24717357754707336 (0.23049604727162254) | > loss_disc_real_5: 0.2515447735786438 (0.2050559860136774) | > loss_0: 2.274352550506592 (2.3304940462112427) | > loss_gen: 2.6970150470733643 (2.3968121475643582) | > loss_kl: 2.9330432415008545 (2.717572523487939) | > loss_feat: 9.068110466003418 (6.874197536044651) | > loss_mel: 19.629648208618164 (18.024737623002792) | > loss_duration: 2.2632644176483154 (2.32715912659963) | > loss_1: 36.59107971191406 (32.340479109022354)  --> STEP: 19 | > loss_disc: 2.467437505722046 (2.337701596711811) | > loss_disc_real_0: 0.1145811527967453 (0.10475939100510195) | > loss_disc_real_1: 0.22949260473251343 (0.21566491613262578) | > loss_disc_real_2: 0.2503695785999298 (0.21731594126475484) | > loss_disc_real_3: 0.27041590213775635 (0.2536608184638776) | > loss_disc_real_4: 0.23752464354038239 (0.23086597339103096) | > loss_disc_real_5: 0.26800668239593506 (0.208369180560112) | > loss_0: 2.467437505722046 (2.337701596711811) | > loss_gen: 2.384661912918091 (2.3961726615303443) | > loss_kl: 1.8010516166687012 (2.6693345810237683) | > loss_feat: 6.806446552276611 (6.870631694793701) | > loss_mel: 16.6539249420166 (17.952589587161416) | > loss_duration: 2.3335161209106445 (2.3274937052475777) | > loss_1: 29.979602813720703 (32.21622246190121)  --> STEP: 20 | > loss_disc: 2.2583372592926025 (2.333733379840851) | > loss_disc_real_0: 0.09883437305688858 (0.10446314010769128) | > loss_disc_real_1: 0.24598051607608795 (0.2171806961297989) | > loss_disc_real_2: 0.1956661492586136 (0.2162334516644478) | > loss_disc_real_3: 0.23963387310504913 (0.2529594711959362) | > loss_disc_real_4: 0.24237075448036194 (0.2314412124454975) | > loss_disc_real_5: 0.20997744798660278 (0.20844959393143653) | > loss_0: 2.2583372592926025 (2.333733379840851) | > loss_gen: 2.4100499153137207 (2.396866524219513) | > loss_kl: 1.463016152381897 (2.609018659591675) | > loss_feat: 6.4685235023498535 (6.850526285171509) | > loss_mel: 18.50655174255371 (17.98028769493103) | > loss_duration: 2.2988133430480957 (2.3260596871376036) | > loss_1: 31.146953582763672 (32.16275901794434)  --> STEP: 21 | > loss_disc: 2.404816150665283 (2.3371182736896334) | > loss_disc_real_0: 0.08078242838382721 (0.10333548716845967) | > loss_disc_real_1: 0.212250754237175 (0.2169459369920549) | > loss_disc_real_2: 0.29260146617889404 (0.21987002378418333) | > loss_disc_real_3: 0.27171143889427185 (0.2538524220387141) | > loss_disc_real_4: 0.24235568940639496 (0.2319609494436355) | > loss_disc_real_5: 0.24803747236728668 (0.21033473099981034) | > loss_0: 2.404816150665283 (2.3371182736896334) | > loss_gen: 2.368147850036621 (2.395498968306042) | > loss_kl: 3.5618159770965576 (2.654389960425241) | > loss_feat: 6.54058837890625 (6.835767337254116) | > loss_mel: 16.797021865844727 (17.92394170306978) | > loss_duration: 2.1049087047576904 (2.3155286879766557) | > loss_1: 31.372482299804688 (32.12512679327102)  --> STEP: 22 | > loss_disc: 2.5169448852539062 (2.3452922105789185) | > loss_disc_real_0: 0.14553120732307434 (0.10525347444821488) | > loss_disc_real_1: 0.21196295320987701 (0.21671943772922864) | > loss_disc_real_2: 0.1761709600687027 (0.21788370270620694) | > loss_disc_real_3: 0.2385741025209427 (0.2531579529697245) | > loss_disc_real_4: 0.28035661578178406 (0.2341607524590059) | > loss_disc_real_5: 0.3261154890060425 (0.21559749272736636) | > loss_0: 2.5169448852539062 (2.3452922105789185) | > loss_gen: 2.2940051555633545 (2.3908856131813745) | > loss_kl: 2.201612949371338 (2.6338091871955176) | > loss_feat: 7.238620758056641 (6.854078856381503) | > loss_mel: 18.817508697509766 (17.964558384635236) | > loss_duration: 2.1740331649780273 (2.3090970732949) | > loss_1: 32.72578048706055 (32.15242923389781)  --> STEP: 23 | > loss_disc: 2.3428432941436768 (2.3451857359512993) | > loss_disc_real_0: 0.13199321925640106 (0.1064160720485708) | > loss_disc_real_1: 0.20949824154376984 (0.21640547267768695) | > loss_disc_real_2: 0.19876337051391602 (0.21705238391523776) | > loss_disc_real_3: 0.23647284507751465 (0.25243251349615015) | > loss_disc_real_4: 0.2567783296108246 (0.23514412537865018) | > loss_disc_real_5: 0.2272622287273407 (0.21610465516214786) | > loss_0: 2.3428432941436768 (2.3451857359512993) | > loss_gen: 2.378807306289673 (2.3903604694034746) | > loss_kl: 2.0066494941711426 (2.606541374455327) | > loss_feat: 5.7666015625 (6.8067972349083945) | > loss_mel: 17.093244552612305 (17.926675174547285) | > loss_duration: 2.302436351776123 (2.308807476707127) | > loss_1: 29.547739028930664 (32.039181833681845)  --> STEP: 24 | > loss_disc: 2.25740909576416 (2.341528375943502) | > loss_disc_real_0: 0.11014867573976517 (0.10657159720237057) | > loss_disc_real_1: 0.17561887204647064 (0.2147060309847196) | > loss_disc_real_2: 0.1649012565612793 (0.21487942027548948) | > loss_disc_real_3: 0.27426275610923767 (0.2533421069383621) | > loss_disc_real_4: 0.22001568973064423 (0.2345137738933166) | > loss_disc_real_5: 0.14244292676448822 (0.21303541647891203) | > loss_0: 2.25740909576416 (2.341528375943502) | > loss_gen: 2.318675994873047 (2.38737361629804) | > loss_kl: 2.5018882751464844 (2.602180828650792) | > loss_feat: 8.614691734313965 (6.882126172383626) | > loss_mel: 19.066078186035156 (17.974150300025943) | > loss_duration: 2.4125027656555176 (2.313128113746643) | > loss_1: 34.91383743286133 (32.158959150314324)  --> STEP: 25 | > loss_disc: 2.4519097805023193 (2.3459436321258544) | > loss_disc_real_0: 0.17776913940906525 (0.10941949889063834) | > loss_disc_real_1: 0.2582215666770935 (0.21644665241241456) | > loss_disc_real_2: 0.2224114090204239 (0.21518069982528687) | > loss_disc_real_3: 0.2704755365848541 (0.2540274441242218) | > loss_disc_real_4: 0.27188384532928467 (0.23600857675075532) | > loss_disc_real_5: 0.2220849245786667 (0.21339739680290223) | > loss_0: 2.4519097805023193 (2.3459436321258544) | > loss_gen: 2.553053140640259 (2.3940007972717283) | > loss_kl: 2.787985324859619 (2.6096130084991453) | > loss_feat: 6.940096855163574 (6.884444999694824) | > loss_mel: 17.022380828857422 (17.936079521179202) | > loss_duration: 2.3420467376708984 (2.3142848587036133) | > loss_1: 31.64556312561035 (32.138423309326164)  --> STEP: 26 | > loss_disc: 2.8796024322509766 (2.3664689705922055) | > loss_disc_real_0: 0.21454161405563354 (0.11346265716621509) | > loss_disc_real_1: 0.28132596611976624 (0.21894201063192809) | > loss_disc_real_2: 0.21917466819286346 (0.21533431399327058) | > loss_disc_real_3: 0.16850320994853973 (0.2507380505020802) | > loss_disc_real_4: 0.1951732337474823 (0.23443798663524482) | > loss_disc_real_5: 0.25095707178115845 (0.2148419996866813) | > loss_0: 2.8796024322509766 (2.3664689705922055) | > loss_gen: 1.9673374891281128 (2.3775906700354352) | > loss_kl: 2.68837571144104 (2.6126423432276797) | > loss_feat: 13.539774894714355 (7.140419226426345) | > loss_mel: 20.2351131439209 (18.024503891284652) | > loss_duration: 2.290754795074463 (2.313379856256338) | > loss_1: 40.72135925292969 (32.468536230233994) --> EVAL PERFORMANCE | > avg_loader_time: 0.002380068485553448 (-0.00016526075509878295) | > avg_loss_disc: 2.3664689705922055 (-0.02444102213932897) | > avg_loss_disc_real_0: 0.11346265716621509 (-0.032828788774517864) | > avg_loss_disc_real_1: 0.21894201063192809 (-0.023832127451896667) | > avg_loss_disc_real_2: 0.21533431399327058 (-0.037093325589711845) | > avg_loss_disc_real_3: 0.2507380505020802 (-0.009901562562355637) | > avg_loss_disc_real_4: 0.23443798663524482 (-0.04721461465725532) | > avg_loss_disc_real_5: 0.2148419996866813 (-0.04074509671101209) | > avg_loss_0: 2.3664689705922055 (-0.02444102213932897) | > avg_loss_gen: 2.3775906700354352 (-0.2674649082697358) | > avg_loss_kl: 2.6126423432276797 (-0.1758614182472229) | > avg_loss_feat: 7.140419226426345 (+0.014845664684589366) | > avg_loss_mel: 18.024503891284652 (-0.15194522417508693) | > avg_loss_duration: 2.313379856256338 (+0.0020301433709950523) | > avg_loss_1: 32.468536230233994 (-0.5783956234271699)  > EPOCH: 413/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:13:18)   --> TIME: 2024-06-11 09:13:23 -- STEP: 9/330 -- GLOBAL_STEP: 224300 | > loss_disc: 2.311204195022583 (2.323437902662489) | > loss_disc_real_0: 0.12343793362379074 (0.1023647975590494) | > loss_disc_real_1: 0.19925706088542938 (0.19750308162636226) | > loss_disc_real_2: 0.19866734743118286 (0.20851934287283155) | > loss_disc_real_3: 0.23335281014442444 (0.2307806925641166) | > loss_disc_real_4: 0.2401544749736786 (0.2340504162841373) | > loss_disc_real_5: 0.20910196006298065 (0.22541727291213143) | > loss_0: 2.311204195022583 (2.323437902662489) | > grad_norm_0: tensor(14.7748, device='cuda:0') (tensor(11.2761, device='cuda:0')) | > loss_gen: 2.5699520111083984 (2.547008408440484) | > loss_kl: 1.7123770713806152 (1.7318614456388686) | > loss_feat: 6.965366363525391 (7.043343967861599) | > loss_mel: 18.731998443603516 (18.566395653618706) | > loss_duration: 2.1310553550720215 (2.164130555258857) | > loss_1: 32.110748291015625 (32.0527400970459) | > grad_norm_1: tensor(98.8379, device='cuda:0') (tensor(122.8527, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.3519 (0.36026647355821395) | > loader_time: 0.003 (0.0029551453060574)  --> TIME: 2024-06-11 09:13:32 -- STEP: 34/330 -- GLOBAL_STEP: 224325 | > loss_disc: 2.3812360763549805 (2.324502110481262) | > loss_disc_real_0: 0.11995146423578262 (0.10737691545749412) | > loss_disc_real_1: 0.2343214601278305 (0.19961616440730937) | > loss_disc_real_2: 0.1877729445695877 (0.21210060049505794) | > loss_disc_real_3: 0.24959434568881989 (0.2324988815714331) | > loss_disc_real_4: 0.21980701386928558 (0.22633515473674326) | > loss_disc_real_5: 0.20051582157611847 (0.21569502572802937) | > loss_0: 2.3812360763549805 (2.324502110481262) | > grad_norm_0: tensor(17.3371, device='cuda:0') (tensor(13.6895, device='cuda:0')) | > loss_gen: 2.566410541534424 (2.553395783199984) | > loss_kl: 1.896662712097168 (1.8161500517059774) | > loss_feat: 7.6865692138671875 (7.319656470242669) | > loss_mel: 18.44911766052246 (18.49700164794922) | > loss_duration: 2.0732579231262207 (2.063695399200215) | > loss_1: 32.67201614379883 (32.2498991910149) | > grad_norm_1: tensor(51.1297, device='cuda:0') (tensor(145.3365, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.3711 (0.3660901434281293) | > loader_time: 0.0031 (0.003319607061498305)  --> TIME: 2024-06-11 09:13:41 -- STEP: 59/330 -- GLOBAL_STEP: 224350 | > loss_disc: 2.3128256797790527 (2.3314358097011767) | > loss_disc_real_0: 0.07761865854263306 (0.1080202108596341) | > loss_disc_real_1: 0.19645504653453827 (0.20020027685973604) | > loss_disc_real_2: 0.21992351114749908 (0.2145411627272428) | > loss_disc_real_3: 0.24708561599254608 (0.23075876220808192) | > loss_disc_real_4: 0.2145490050315857 (0.2246081008244369) | > loss_disc_real_5: 0.2571612000465393 (0.2157617403289019) | > loss_0: 2.3128256797790527 (2.3314358097011767) | > grad_norm_0: tensor(30.0612, device='cuda:0') (tensor(14.6831, device='cuda:0')) | > loss_gen: 2.561277389526367 (2.530924982943778) | > loss_kl: 1.9021682739257812 (1.8485686496152716) | > loss_feat: 7.089702129364014 (7.266962132211459) | > loss_mel: 16.896493911743164 (18.351996664273535) | > loss_duration: 1.9829826354980469 (2.0373554755065397) | > loss_1: 30.43262481689453 (32.03580798132945) | > grad_norm_1: tensor(475.7126, device='cuda:0') (tensor(155.4739, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.3718 (0.36484014381796626) | > loader_time: 0.0036 (0.0033218254477290782)  --> TIME: 2024-06-11 09:13:50 -- STEP: 84/330 -- GLOBAL_STEP: 224375 | > loss_disc: 2.2996842861175537 (2.329764122054691) | > loss_disc_real_0: 0.10204440355300903 (0.10726384122279431) | > loss_disc_real_1: 0.1845843642950058 (0.19966459025939307) | > loss_disc_real_2: 0.20178738236427307 (0.21496244307075227) | > loss_disc_real_3: 0.2296074777841568 (0.22922370440903164) | > loss_disc_real_4: 0.23960880935192108 (0.22558999558289847) | > loss_disc_real_5: 0.23303107917308807 (0.2165224433300041) | > loss_0: 2.2996842861175537 (2.329764122054691) | > grad_norm_0: tensor(5.8664, device='cuda:0') (tensor(14.7885, device='cuda:0')) | > loss_gen: 2.5369417667388916 (2.527574672585442) | > loss_kl: 1.9273539781570435 (1.878141401779084) | > loss_feat: 7.1976847648620605 (7.295904965627761) | > loss_mel: 18.782535552978516 (18.264321327209466) | > loss_duration: 2.101569175720215 (2.026109577644439) | > loss_1: 32.546085357666016 (31.992051942007883) | > grad_norm_1: tensor(126.2923, device='cuda:0') (tensor(180.5750, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.363 (0.36489504575729376) | > loader_time: 0.0036 (0.003372144131433396)  --> TIME: 2024-06-11 09:14:00 -- STEP: 109/330 -- GLOBAL_STEP: 224400 | > loss_disc: 2.420571804046631 (2.323695887119399) | > loss_disc_real_0: 0.10930638015270233 (0.10819485130796741) | > loss_disc_real_1: 0.2541933059692383 (0.19941639531096186) | > loss_disc_real_2: 0.24796438217163086 (0.21324492348443477) | > loss_disc_real_3: 0.23745986819267273 (0.22865678848476584) | > loss_disc_real_4: 0.2405901700258255 (0.2251287310495289) | > loss_disc_real_5: 0.24830040335655212 (0.21678907198643466) | > loss_0: 2.420571804046631 (2.323695887119399) | > grad_norm_0: tensor(13.1934, device='cuda:0') (tensor(16.0942, device='cuda:0')) | > loss_gen: 2.5777668952941895 (2.5319389028286703) | > loss_kl: 1.9380810260772705 (1.8919807366274912) | > loss_feat: 6.525480270385742 (7.279005046284527) | > loss_mel: 17.996904373168945 (18.18219419356878) | > loss_duration: 1.9828732013702393 (2.0262401967967336) | > loss_1: 31.02110481262207 (31.911359104541464) | > grad_norm_1: tensor(311.9879, device='cuda:0') (tensor(199.6881, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.3564 (0.36660319293310883) | > loader_time: 0.0039 (0.0034585152197321623)  --> TIME: 2024-06-11 09:14:09 -- STEP: 134/330 -- GLOBAL_STEP: 224425 | > loss_disc: 2.456042766571045 (2.3271464572024) | > loss_disc_real_0: 0.15099623799324036 (0.10942341445653297) | > loss_disc_real_1: 0.1885286420583725 (0.19842068550746833) | > loss_disc_real_2: 0.22143316268920898 (0.21334945043521142) | > loss_disc_real_3: 0.238878533244133 (0.22802056683533226) | > loss_disc_real_4: 0.23136481642723083 (0.22476600677664602) | > loss_disc_real_5: 0.23946642875671387 (0.21766523427482862) | > loss_0: 2.456042766571045 (2.3271464572024) | > grad_norm_0: tensor(58.9933, device='cuda:0') (tensor(18.6417, device='cuda:0')) | > loss_gen: 2.468700647354126 (2.527966510004071) | > loss_kl: 1.9419845342636108 (1.9006779745443543) | > loss_feat: 7.584052562713623 (7.247698627301117) | > loss_mel: 18.258987426757812 (18.191962370231956) | > loss_duration: 2.020289897918701 (2.0289272959552607) | > loss_1: 32.27401351928711 (31.89723278159526) | > grad_norm_1: tensor(240.7853, device='cuda:0') (tensor(213.5471, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.3743 (0.36719799041748047) | > loader_time: 0.0038 (0.0035483321147178537)  --> TIME: 2024-06-11 09:14:19 -- STEP: 159/330 -- GLOBAL_STEP: 224450 | > loss_disc: 2.5088229179382324 (2.329626386270584) | > loss_disc_real_0: 0.07460874319076538 (0.10971519254944609) | > loss_disc_real_1: 0.2185702621936798 (0.19848687103334464) | > loss_disc_real_2: 0.17567361891269684 (0.2140286788812973) | > loss_disc_real_3: 0.2265697866678238 (0.2286161761613762) | > loss_disc_real_4: 0.24204643070697784 (0.22551579229861685) | > loss_disc_real_5: 0.22355127334594727 (0.21781067690759334) | > loss_0: 2.5088229179382324 (2.329626386270584) | > grad_norm_0: tensor(20.2533, device='cuda:0') (tensor(20.9927, device='cuda:0')) | > loss_gen: 2.275279998779297 (2.5359335065637745) | > loss_kl: 1.9277735948562622 (1.9085120262589845) | > loss_feat: 6.804930210113525 (7.251191604062447) | > loss_mel: 17.04213523864746 (18.184981364124216) | > loss_duration: 2.045438766479492 (2.031684914474967) | > loss_1: 30.095558166503906 (31.912303492708027) | > grad_norm_1: tensor(429.3680, device='cuda:0') (tensor(234.9920, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.3675 (0.36907393527480775) | > loader_time: 0.0041 (0.003662146862197972)  --> TIME: 2024-06-11 09:14:29 -- STEP: 184/330 -- GLOBAL_STEP: 224475 | > loss_disc: 2.5053088665008545 (2.327353699051816) | > loss_disc_real_0: 0.16121116280555725 (0.10922371231667373) | > loss_disc_real_1: 0.19642172753810883 (0.1992009916221318) | > loss_disc_real_2: 0.23660068213939667 (0.21396915517423465) | > loss_disc_real_3: 0.2694362998008728 (0.228123284795362) | > loss_disc_real_4: 0.3230310082435608 (0.22584306165252044) | > loss_disc_real_5: 0.26920947432518005 (0.21842275462720706) | > loss_0: 2.5053088665008545 (2.327353699051816) | > grad_norm_0: tensor(50.2170, device='cuda:0') (tensor(22.1475, device='cuda:0')) | > loss_gen: 2.447269916534424 (2.549238601456519) | > loss_kl: 1.840234398841858 (1.9104403348072716) | > loss_feat: 6.832915306091309 (7.284062727637913) | > loss_mel: 17.020078659057617 (18.147906344869853) | > loss_duration: 2.076395034790039 (2.037654403759086) | > loss_1: 30.216894149780273 (31.9293025161909) | > grad_norm_1: tensor(278.5811, device='cuda:0') (tensor(248.6612, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.379 (0.37139812371005165) | > loader_time: 0.0041 (0.0037879814272341523)  --> TIME: 2024-06-11 09:14:39 -- STEP: 209/330 -- GLOBAL_STEP: 224500 | > loss_disc: 2.423830509185791 (2.330934809725822) | > loss_disc_real_0: 0.21750697493553162 (0.1108666005317104) | > loss_disc_real_1: 0.18681587278842926 (0.20030265946707657) | > loss_disc_real_2: 0.1882820874452591 (0.21327606264198795) | > loss_disc_real_3: 0.23250940442085266 (0.22855589991551267) | > loss_disc_real_4: 0.23616158962249756 (0.22512507303194565) | > loss_disc_real_5: 0.24235282838344574 (0.2189694792745216) | > loss_0: 2.423830509185791 (2.330934809725822) | > grad_norm_0: tensor(84.1075, device='cuda:0') (tensor(24.3570, device='cuda:0')) | > loss_gen: 2.4665613174438477 (2.5520975144856295) | > loss_kl: 1.8948675394058228 (1.9111661882491773) | > loss_feat: 6.8045759201049805 (7.2875614576932914) | > loss_mel: 17.141162872314453 (18.096805207466957) | > loss_duration: 2.135096788406372 (2.045182544078552) | > loss_1: 30.442264556884766 (31.892812975285725) | > grad_norm_1: tensor(558.1883, device='cuda:0') (tensor(271.0375, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.4001 (0.374208517622149) | > loader_time: 0.0047 (0.0038985726936011794) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_224500.pth  --> TIME: 2024-06-11 09:14:54 -- STEP: 234/330 -- GLOBAL_STEP: 224525 | > loss_disc: 2.3959479331970215 (2.331401150450747) | > loss_disc_real_0: 0.09543703496456146 (0.1118127360748939) | > loss_disc_real_1: 0.20793457329273224 (0.20029652870108938) | > loss_disc_real_2: 0.20441468060016632 (0.21285427215262356) | > loss_disc_real_3: 0.23902849853038788 (0.22839568205114102) | > loss_disc_real_4: 0.20622505247592926 (0.22560105154402235) | > loss_disc_real_5: 0.20645952224731445 (0.21907768366683242) | > loss_0: 2.3959479331970215 (2.331401150450747) | > grad_norm_0: tensor(19.9051, device='cuda:0') (tensor(24.7715, device='cuda:0')) | > loss_gen: 2.3959245681762695 (2.5459525462908634) | > loss_kl: 1.805735468864441 (1.913152852628985) | > loss_feat: 6.874573230743408 (7.2726183365552854) | > loss_mel: 16.99488067626953 (18.051352892166523) | > loss_duration: 2.1131553649902344 (2.0533159981426006) | > loss_1: 30.184268951416016 (31.8363926471808) | > grad_norm_1: tensor(171.4588, device='cuda:0') (tensor(275.7480, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.414 (0.3782823024651942) | > loader_time: 0.0051 (0.00402059310521835)  --> TIME: 2024-06-11 09:15:05 -- STEP: 259/330 -- GLOBAL_STEP: 224550 | > loss_disc: 2.4136743545532227 (2.33159098938165) | > loss_disc_real_0: 0.14961063861846924 (0.1126866886341894) | > loss_disc_real_1: 0.18593867123126984 (0.2005760277330185) | > loss_disc_real_2: 0.2568676173686981 (0.2131354109776066) | > loss_disc_real_3: 0.21776802837848663 (0.22786754433022502) | > loss_disc_real_4: 0.23481428623199463 (0.22541632356560828) | > loss_disc_real_5: 0.2079470008611679 (0.21844875927597399) | > loss_0: 2.4136743545532227 (2.33159098938165) | > grad_norm_0: tensor(7.7966, device='cuda:0') (tensor(23.9502, device='cuda:0')) | > loss_gen: 2.3844714164733887 (2.542104872957621) | > loss_kl: 1.9002125263214111 (1.9149988452440063) | > loss_feat: 7.1163330078125 (7.272663376045964) | > loss_mel: 17.507600784301758 (18.029681010596075) | > loss_duration: 2.1573891639709473 (2.0605570423096764) | > loss_1: 31.066007614135742 (31.820005122298898) | > grad_norm_1: tensor(137.8208, device='cuda:0') (tensor(266.4746, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.4379 (0.3829927030217232) | > loader_time: 0.006 (0.004157245849550461)  --> TIME: 2024-06-11 09:15:16 -- STEP: 284/330 -- GLOBAL_STEP: 224575 | > loss_disc: 2.3473262786865234 (2.3354360251359547) | > loss_disc_real_0: 0.1202566921710968 (0.1135838678972402) | > loss_disc_real_1: 0.23159116506576538 (0.20109422462926788) | > loss_disc_real_2: 0.22802767157554626 (0.21338376056560324) | > loss_disc_real_3: 0.18840207159519196 (0.22771388098177775) | > loss_disc_real_4: 0.2097093164920807 (0.22576254443593427) | > loss_disc_real_5: 0.21029148995876312 (0.21852171793580058) | > loss_0: 2.3473262786865234 (2.3354360251359547) | > grad_norm_0: tensor(46.5692, device='cuda:0') (tensor(23.5007, device='cuda:0')) | > loss_gen: 2.53318190574646 (2.5337636512769786) | > loss_kl: 1.8274931907653809 (1.9196074588198058) | > loss_feat: 7.317708492279053 (7.264545412130757) | > loss_mel: 17.716617584228516 (17.96450706602821) | > loss_duration: 2.163969039916992 (2.0695142065975034) | > loss_1: 31.558971405029297 (31.751937765470693) | > grad_norm_1: tensor(417.7059, device='cuda:0') (tensor(260.2321, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.4545 (0.3884867555658581) | > loader_time: 0.0062 (0.004319867617647412)  --> TIME: 2024-06-11 09:15:29 -- STEP: 309/330 -- GLOBAL_STEP: 224600 | > loss_disc: 2.3219804763793945 (2.3403580589973445) | > loss_disc_real_0: 0.13237586617469788 (0.11467079405935066) | > loss_disc_real_1: 0.18858952820301056 (0.20125004157279303) | > loss_disc_real_2: 0.23458530008792877 (0.21391592813734092) | > loss_disc_real_3: 0.23783759772777557 (0.2280878937745943) | > loss_disc_real_4: 0.2216002196073532 (0.22555243317942017) | > loss_disc_real_5: 0.19076986610889435 (0.21869887319969133) | > loss_0: 2.3219804763793945 (2.3403580589973445) | > grad_norm_0: tensor(6.2062, device='cuda:0') (tensor(24.6053, device='cuda:0')) | > loss_gen: 2.6795687675476074 (2.528869661312659) | > loss_kl: 1.9335159063339233 (1.9201767510194994) | > loss_feat: 7.398309230804443 (7.2621650850117) | > loss_mel: 17.720340728759766 (17.913314643415426) | > loss_duration: 2.249622106552124 (2.0808826881704987) | > loss_1: 31.98135757446289 (31.705408806168144) | > grad_norm_1: tensor(569.8309, device='cuda:0') (tensor(271.4503, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.5279 (0.39690185750572415) | > loader_time: 0.0076 (0.00452648011611889)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.453796863555908 (2.453796863555908) | > loss_disc_real_0: 0.10406599938869476 (0.10406599938869476) | > loss_disc_real_1: 0.19255724549293518 (0.19255724549293518) | > loss_disc_real_2: 0.24668581783771515 (0.24668581783771515) | > loss_disc_real_3: 0.28447747230529785 (0.28447747230529785) | > loss_disc_real_4: 0.25665125250816345 (0.25665125250816345) | > loss_disc_real_5: 0.2820659577846527 (0.2820659577846527) | > loss_0: 2.453796863555908 (2.453796863555908) | > loss_gen: 2.2601356506347656 (2.2601356506347656) | > loss_kl: 2.598280191421509 (2.598280191421509) | > loss_feat: 6.337231636047363 (6.337231636047363) | > loss_mel: 16.91956329345703 (16.91956329345703) | > loss_duration: 2.9222967624664307 (2.9222967624664307) | > loss_1: 31.037508010864258 (31.037508010864258)  --> STEP: 1 | > loss_disc: 2.384230136871338 (2.384230136871338) | > loss_disc_real_0: 0.13516372442245483 (0.13516372442245483) | > loss_disc_real_1: 0.2152138203382492 (0.2152138203382492) | > loss_disc_real_2: 0.1780547797679901 (0.1780547797679901) | > loss_disc_real_3: 0.32080310583114624 (0.32080310583114624) | > loss_disc_real_4: 0.21054810285568237 (0.21054810285568237) | > loss_disc_real_5: 0.20812779664993286 (0.20812779664993286) | > loss_0: 2.384230136871338 (2.384230136871338) | > loss_gen: 2.571439743041992 (2.571439743041992) | > loss_kl: 2.3754541873931885 (2.3754541873931885) | > loss_feat: 6.894468307495117 (6.894468307495117) | > loss_mel: 18.470224380493164 (18.470224380493164) | > loss_duration: 2.444514274597168 (2.444514274597168) | > loss_1: 32.756099700927734 (32.756099700927734)  --> STEP: 2 | > loss_disc: 2.2631561756134033 (2.3236931562423706) | > loss_disc_real_0: 0.0831546038389206 (0.10915916413068771) | > loss_disc_real_1: 0.2433631867170334 (0.2292885035276413) | > loss_disc_real_2: 0.26069679856300354 (0.21937578916549683) | > loss_disc_real_3: 0.3002142012119293 (0.3105086535215378) | > loss_disc_real_4: 0.22544150054454803 (0.2179948017001152) | > loss_disc_real_5: 0.22397682070732117 (0.21605230867862701) | > loss_0: 2.2631561756134033 (2.3236931562423706) | > loss_gen: 2.6679906845092773 (2.6197152137756348) | > loss_kl: 2.7233967781066895 (2.549425482749939) | > loss_feat: 6.613791465759277 (6.754129886627197) | > loss_mel: 18.015823364257812 (18.24302387237549) | > loss_duration: 2.4659852981567383 (2.455249786376953) | > loss_1: 32.48698806762695 (32.621543884277344)  --> STEP: 3 | > loss_disc: 2.050285816192627 (2.2325573762257895) | > loss_disc_real_0: 0.06335274875164032 (0.09389035900433858) | > loss_disc_real_1: 0.18647490441799164 (0.21501730382442474) | > loss_disc_real_2: 0.24322107434272766 (0.2273242175579071) | > loss_disc_real_3: 0.27626994252204895 (0.2990957498550415) | > loss_disc_real_4: 0.20253343880176544 (0.21284101406733194) | > loss_disc_real_5: 0.2624688446521759 (0.23152448733647665) | > loss_0: 2.050285816192627 (2.2325573762257895) | > loss_gen: 3.1097536087036133 (2.7830613454182944) | > loss_kl: 3.4034311771392822 (2.8340940475463867) | > loss_feat: 8.403278350830078 (7.303846041361491) | > loss_mel: 17.500354766845703 (17.99546750386556) | > loss_duration: 2.322636604309082 (2.4110453923543296) | > loss_1: 34.73945236206055 (33.32751337687174)  --> STEP: 4 | > loss_disc: 2.597231149673462 (2.3237258195877075) | > loss_disc_real_0: 0.09693166613578796 (0.09465068578720093) | > loss_disc_real_1: 0.3163925111293793 (0.24036110565066338) | > loss_disc_real_2: 0.3231052756309509 (0.25126948207616806) | > loss_disc_real_3: 0.26424312591552734 (0.29038259387016296) | > loss_disc_real_4: 0.19720743596553802 (0.20893261954188347) | > loss_disc_real_5: 0.27758437395095825 (0.24303945899009705) | > loss_0: 2.597231149673462 (2.3237258195877075) | > loss_gen: 2.3166122436523438 (2.6664490699768066) | > loss_kl: 3.287761926651001 (2.9475110173225403) | > loss_feat: 5.224590301513672 (6.784032106399536) | > loss_mel: 16.962383270263672 (17.737196445465088) | > loss_duration: 2.259110450744629 (2.3730616569519043) | > loss_1: 30.050457000732422 (32.508249282836914)  --> STEP: 5 | > loss_disc: 2.5127906799316406 (2.361538791656494) | > loss_disc_real_0: 0.13781116902828217 (0.10328278243541718) | > loss_disc_real_1: 0.2275806963443756 (0.23780502378940582) | > loss_disc_real_2: 0.28944632411003113 (0.25890485048294065) | > loss_disc_real_3: 0.34771889448165894 (0.30184985399246217) | > loss_disc_real_4: 0.1975991278886795 (0.20666592121124266) | > loss_disc_real_5: 0.23791420459747314 (0.24201440811157227) | > loss_0: 2.5127906799316406 (2.361538791656494) | > loss_gen: 2.378067970275879 (2.608772850036621) | > loss_kl: 1.93268620967865 (2.744546055793762) | > loss_feat: 5.298516273498535 (6.486928939819336) | > loss_mel: 19.302593231201172 (18.050275802612305) | > loss_duration: 2.333951473236084 (2.3652396202087402) | > loss_1: 31.245817184448242 (32.25576286315918)  --> STEP: 6 | > loss_disc: 2.6652283668518066 (2.412153720855713) | > loss_disc_real_0: 0.17198601365089417 (0.11473332097133) | > loss_disc_real_1: 0.29639843106269836 (0.2475705916682879) | > loss_disc_real_2: 0.34074461460113525 (0.27254481116930646) | > loss_disc_real_3: 0.3055618107318878 (0.3024685134490331) | > loss_disc_real_4: 0.2204086035490036 (0.20895636826753616) | > loss_disc_real_5: 0.22572100162506104 (0.2392988403638204) | > loss_0: 2.6652283668518066 (2.412153720855713) | > loss_gen: 2.405998706817627 (2.574977159500122) | > loss_kl: 2.8640029430389404 (2.7644555370012918) | > loss_feat: 5.600904941558838 (6.339258273442586) | > loss_mel: 18.16742706298828 (18.06980101267497) | > loss_duration: 2.1719882488250732 (2.3330310583114624) | > loss_1: 31.2103214263916 (32.081522623697914)  --> STEP: 7 | > loss_disc: 2.432715892791748 (2.415091173989432) | > loss_disc_real_0: 0.08265417814254761 (0.11015058628150395) | > loss_disc_real_1: 0.20174506306648254 (0.24102408758231572) | > loss_disc_real_2: 0.323077529668808 (0.27976377095494953) | > loss_disc_real_3: 0.27033722400665283 (0.2978783292429788) | > loss_disc_real_4: 0.25081056356430054 (0.21493553902421678) | > loss_disc_real_5: 0.22931180894374847 (0.2378721215895244) | > loss_0: 2.432715892791748 (2.415091173989432) | > loss_gen: 2.3122663497924805 (2.537447043827602) | > loss_kl: 3.6114068031311035 (2.8854485750198364) | > loss_feat: 4.9463019371032715 (6.140264511108398) | > loss_mel: 17.234739303588867 (17.950506482805526) | > loss_duration: 2.501155376434326 (2.3570488180433) | > loss_1: 30.60586929321289 (31.8707150050572)  --> STEP: 8 | > loss_disc: 2.095722198486328 (2.375170052051544) | > loss_disc_real_0: 0.19229695200920105 (0.12041888199746609) | > loss_disc_real_1: 0.1885797083377838 (0.23446854017674923) | > loss_disc_real_2: 0.26620128750801086 (0.2780684605240822) | > loss_disc_real_3: 0.2683519124984741 (0.2941875271499157) | > loss_disc_real_4: 0.14553095400333405 (0.20625996589660645) | > loss_disc_real_5: 0.22216831147670746 (0.2359091453254223) | > loss_0: 2.095722198486328 (2.375170052051544) | > loss_gen: 3.1125779151916504 (2.609338402748108) | > loss_kl: 3.1782476902008057 (2.9220484644174576) | > loss_feat: 10.960223197937012 (6.742759346961975) | > loss_mel: 20.672517776489258 (18.29075789451599) | > loss_duration: 2.193577289581299 (2.33661487698555) | > loss_1: 40.11714553833008 (32.90151882171631)  --> STEP: 9 | > loss_disc: 2.4812264442443848 (2.3869540956285267) | > loss_disc_real_0: 0.18299070000648499 (0.1273713062206904) | > loss_disc_real_1: 0.1931818425655365 (0.22988112933105892) | > loss_disc_real_2: 0.3066582977771759 (0.28124510910775924) | > loss_disc_real_3: 0.27208608388900757 (0.291731811232037) | > loss_disc_real_4: 0.2030421793460846 (0.20590243405765957) | > loss_disc_real_5: 0.14355407655239105 (0.2256474710173077) | > loss_0: 2.4812264442443848 (2.3869540956285267) | > loss_gen: 2.4381117820739746 (2.5903132226732044) | > loss_kl: 2.632436513900757 (2.889869358804491) | > loss_feat: 8.043901443481445 (6.887330691019694) | > loss_mel: 18.39044761657715 (18.301834530300564) | > loss_duration: 2.1279377937316895 (2.3134285344017878) | > loss_1: 33.632835388183594 (32.98277621799045)  --> STEP: 10 | > loss_disc: 2.0902974605560303 (2.357288432121277) | > loss_disc_real_0: 0.13098879158496857 (0.12773305475711821) | > loss_disc_real_1: 0.2256855070590973 (0.22946156710386276) | > loss_disc_real_2: 0.2467479258775711 (0.27779539078474047) | > loss_disc_real_3: 0.27197274565696716 (0.28975590467453005) | > loss_disc_real_4: 0.1636483073234558 (0.2016770213842392) | > loss_disc_real_5: 0.1112939864397049 (0.2142121225595474) | > loss_0: 2.0902974605560303 (2.357288432121277) | > loss_gen: 2.784250497817993 (2.6097069501876833) | > loss_kl: 2.49784255027771 (2.850666677951813) | > loss_feat: 8.334267616271973 (7.032024383544922) | > loss_mel: 19.28704833984375 (18.400355911254884) | > loss_duration: 2.2730422019958496 (2.309389901161194) | > loss_1: 35.17645263671875 (33.202143859863284)  --> STEP: 11 | > loss_disc: 2.4480209350585938 (2.365536841479215) | > loss_disc_real_0: 0.14195023477077484 (0.12902552566745065) | > loss_disc_real_1: 0.20244663953781128 (0.2270056645978581) | > loss_disc_real_2: 0.3234511613845825 (0.2819459153847261) | > loss_disc_real_3: 0.25250694155693054 (0.2863696353002028) | > loss_disc_real_4: 0.24654558300971985 (0.20575598153201016) | > loss_disc_real_5: 0.23285390436649323 (0.2159068299965425) | > loss_0: 2.4480209350585938 (2.365536841479215) | > loss_gen: 2.4399759769439697 (2.594276861710982) | > loss_kl: 3.192593812942505 (2.8817509629509668) | > loss_feat: 5.040020942687988 (6.850933161648837) | > loss_mel: 15.520465850830078 (18.138547723943535) | > loss_duration: 2.429985523223877 (2.320353139530529) | > loss_1: 28.6230411529541 (32.78586179559881)  --> STEP: 12 | > loss_disc: 2.362950325012207 (2.3653212984402976) | > loss_disc_real_0: 0.13437625765800476 (0.1294714199999968) | > loss_disc_real_1: 0.2308327853679657 (0.2273245913287004) | > loss_disc_real_2: 0.23743866384029388 (0.2782369777560234) | > loss_disc_real_3: 0.3088087737560272 (0.28823956350485486) | > loss_disc_real_4: 0.23758046329021454 (0.2084080216785272) | > loss_disc_real_5: 0.27352598309516907 (0.2207084260880947) | > loss_0: 2.362950325012207 (2.3653212984402976) | > loss_gen: 2.6350700855255127 (2.5976762970288596) | > loss_kl: 2.956561326980591 (2.8879851599534354) | > loss_feat: 6.814937591552734 (6.847933530807495) | > loss_mel: 19.20425796508789 (18.227356910705563) | > loss_duration: 2.257819175720215 (2.315141975879669) | > loss_1: 33.868648529052734 (32.876094023386635)  --> STEP: 13 | > loss_disc: 2.60768985748291 (2.3839650337512674) | > loss_disc_real_0: 0.11852329969406128 (0.12862925689954025) | > loss_disc_real_1: 0.2688225209712982 (0.23051673976274636) | > loss_disc_real_2: 0.32594627141952515 (0.2819069234224466) | > loss_disc_real_3: 0.3141600489616394 (0.2902334470015306) | > loss_disc_real_4: 0.3087728023529053 (0.21612838942271012) | > loss_disc_real_5: 0.2983156740665436 (0.22667821439412925) | > loss_0: 2.60768985748291 (2.3839650337512674) | > loss_gen: 2.618065357208252 (2.599244686273428) | > loss_kl: 3.3520097732543945 (2.923679360976586) | > loss_feat: 5.521331310272217 (6.745887206150935) | > loss_mel: 15.93024730682373 (18.05065617194542) | > loss_duration: 2.2153711318969727 (2.307467295573308) | > loss_1: 29.63702392578125 (32.6269347851093)  --> STEP: 14 | > loss_disc: 2.42549204826355 (2.3869312490735735) | > loss_disc_real_0: 0.14052733778953552 (0.1294791198202542) | > loss_disc_real_1: 0.24690820276737213 (0.23168755854879106) | > loss_disc_real_2: 0.25845852494239807 (0.28023203781672884) | > loss_disc_real_3: 0.28708869218826294 (0.29000882165772573) | > loss_disc_real_4: 0.267465740442276 (0.21979534306696483) | > loss_disc_real_5: 0.24950668215751648 (0.22830881923437119) | > loss_0: 2.42549204826355 (2.3869312490735735) | > loss_gen: 2.6231119632720947 (2.6009494917733327) | > loss_kl: 3.7766551971435547 (2.9846062064170837) | > loss_feat: 6.992093563079834 (6.763473374503) | > loss_mel: 18.82203483581543 (18.105754647936134) | > loss_duration: 2.4051356315612793 (2.3144436052867343) | > loss_1: 34.61903381347656 (32.76922757284982)  --> STEP: 15 | > loss_disc: 2.5492403507232666 (2.3977518558502195) | > loss_disc_real_0: 0.15721586346626282 (0.13132823606332145) | > loss_disc_real_1: 0.26617205142974854 (0.2339865247408549) | > loss_disc_real_2: 0.33015692234039307 (0.2835603634516398) | > loss_disc_real_3: 0.31221261620521545 (0.2914890746275584) | > loss_disc_real_4: 0.17337338626384735 (0.216700545946757) | > loss_disc_real_5: 0.19262808561325073 (0.22593010365962982) | > loss_0: 2.5492403507232666 (2.3977518558502195) | > loss_gen: 2.424982786178589 (2.5892183780670166) | > loss_kl: 3.341456413269043 (3.0083962202072145) | > loss_feat: 8.610574722290039 (6.886613464355468) | > loss_mel: 18.221576690673828 (18.113476117451977) | > loss_duration: 2.355593204498291 (2.3171869119008384) | > loss_1: 34.954185485839844 (32.91489143371582)  --> STEP: 16 | > loss_disc: 2.3627874851226807 (2.3955665826797485) | > loss_disc_real_0: 0.23232817649841309 (0.13764073234051466) | > loss_disc_real_1: 0.284241259098053 (0.23712744563817978) | > loss_disc_real_2: 0.2635746896266937 (0.2823112588375807) | > loss_disc_real_3: 0.25279244780540466 (0.2890705354511738) | > loss_disc_real_4: 0.18672588467597961 (0.2148271296173334) | > loss_disc_real_5: 0.18712174892425537 (0.22350458148866892) | > loss_0: 2.3627874851226807 (2.3955665826797485) | > loss_gen: 2.7392380237579346 (2.598594605922699) | > loss_kl: 2.6195132732391357 (2.9840910360217094) | > loss_feat: 6.923330783843994 (6.888908296823502) | > loss_mel: 16.596376419067383 (18.01865738630294) | > loss_duration: 2.3313920497894287 (2.318074733018875) | > loss_1: 31.20985221862793 (32.80832648277283)  --> STEP: 17 | > loss_disc: 2.5473175048828125 (2.404493107515223) | > loss_disc_real_0: 0.17579951882362366 (0.13988536683952107) | > loss_disc_real_1: 0.23645450174808502 (0.23708786070346832) | > loss_disc_real_2: 0.3041857182979584 (0.28359799174701467) | > loss_disc_real_3: 0.2664340138435364 (0.28773897535660686) | > loss_disc_real_4: 0.2788495123386383 (0.21859315213035135) | > loss_disc_real_5: 0.21234650909900665 (0.22284822428927703) | > loss_0: 2.5473175048828125 (2.404493107515223) | > loss_gen: 2.4174232482910156 (2.5879374672384823) | > loss_kl: 2.3300042152404785 (2.945615340681637) | > loss_feat: 4.924595355987549 (6.773360476774328) | > loss_mel: 17.26236915588379 (17.97416984333711) | > loss_duration: 2.4077792167663574 (2.323351467356962) | > loss_1: 29.34217071533203 (32.604434967041016)  --> STEP: 18 | > loss_disc: 2.1928517818450928 (2.3927352560891046) | > loss_disc_real_0: 0.09596019983291626 (0.13744507978359857) | > loss_disc_real_1: 0.17493224143981934 (0.23363477074437672) | > loss_disc_real_2: 0.2220391035079956 (0.2801780535115136) | > loss_disc_real_3: 0.24948923289775848 (0.2856139896644486) | > loss_disc_real_4: 0.1411546915769577 (0.2142910154329406) | > loss_disc_real_5: 0.19642984867095947 (0.22138053675492605) | > loss_0: 2.1928517818450928 (2.3927352560891046) | > loss_gen: 2.4527652263641357 (2.5804278983010187) | > loss_kl: 2.1099915504455566 (2.8991917967796326) | > loss_feat: 8.561775207519531 (6.872716850704617) | > loss_mel: 18.785354614257812 (18.019235663943814) | > loss_duration: 2.261688709259033 (2.319925758573744) | > loss_1: 34.171573638916016 (32.69149822658963)  --> STEP: 19 | > loss_disc: 2.838552236557007 (2.416199307692678) | > loss_disc_real_0: 0.22110946476459503 (0.14184846846680893) | > loss_disc_real_1: 0.2605222761631012 (0.2350499026085201) | > loss_disc_real_2: 0.2959808111190796 (0.28100977759612233) | > loss_disc_real_3: 0.3915008008480072 (0.2911869797267412) | > loss_disc_real_4: 0.2871416509151459 (0.21812525940568825) | > loss_disc_real_5: 0.30158087611198425 (0.2256016072474028) | > loss_0: 2.838552236557007 (2.416199307692678) | > loss_gen: 2.25516939163208 (2.5633090295289693) | > loss_kl: 1.8869143724441528 (2.845914037604081) | > loss_feat: 4.674933433532715 (6.757044039274517) | > loss_mel: 16.445053100585938 (17.936383950082874) | > loss_duration: 2.3344221115112305 (2.3206887245178223) | > loss_1: 27.596492767333984 (32.42334004452354)  --> STEP: 20 | > loss_disc: 2.419276237487793 (2.416353154182434) | > loss_disc_real_0: 0.10328162461519241 (0.1399201262742281) | > loss_disc_real_1: 0.15982192754745483 (0.23128850385546684) | > loss_disc_real_2: 0.21802102029323578 (0.277860339730978) | > loss_disc_real_3: 0.2661437690258026 (0.2899348191916943) | > loss_disc_real_4: 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2.2311618328094482 (2.5391211736769903) | > loss_kl: 2.9289462566375732 (2.822388194856189) | > loss_feat: 5.10482120513916 (6.697580973307292) | > loss_mel: 16.65532684326172 (17.961313020615346) | > loss_duration: 2.12231183052063 (2.309305565697806) | > loss_1: 29.04256820678711 (32.32970918927874)  --> STEP: 22 | > loss_disc: 2.5082056522369385 (2.4222492196343164) | > loss_disc_real_0: 0.15738695859909058 (0.13936546952887016) | > loss_disc_real_1: 0.21114473044872284 (0.22984568842432715) | > loss_disc_real_2: 0.21891233325004578 (0.2720603814179247) | > loss_disc_real_3: 0.31754443049430847 (0.29285657609050925) | > loss_disc_real_4: 0.2571656107902527 (0.22348284382711758) | > loss_disc_real_5: 0.24099323153495789 (0.225179024040699) | > loss_0: 2.5082056522369385 (2.4222492196343164) | > loss_gen: 2.4149746894836426 (2.5334781516682017) | > loss_kl: 2.2405741214752197 (2.7959421006115996) | > loss_feat: 7.158851146697998 (6.718547799370506) | > loss_mel: 19.168411254882812 (18.016181122172956) | > loss_duration: 2.1856191158294678 (2.3036834543401543) | > loss_1: 33.16843032836914 (32.36783287741921)  --> STEP: 23 | > loss_disc: 2.3237431049346924 (2.417966345082159) | > loss_disc_real_0: 0.1345224380493164 (0.1391549029428026) | > loss_disc_real_1: 0.28226548433303833 (0.23212480998557547) | > loss_disc_real_2: 0.22701066732406616 (0.2701016981964526) | > loss_disc_real_3: 0.28209707140922546 (0.29238877153914905) | > loss_disc_real_4: 0.25165414810180664 (0.22470768314340842) | > loss_disc_real_5: 0.3345770537853241 (0.22993546011655228) | > loss_0: 2.3237431049346924 (2.417966345082159) | > loss_gen: 3.012524366378784 (2.5543062479599663) | > loss_kl: 2.5244204998016357 (2.7841368136198623) | > loss_feat: 6.522723197937012 (6.710033686264701) | > loss_mel: 16.50177001953125 (17.950337161188532) | > loss_duration: 2.3095273971557617 (2.3039375388103984) | > loss_1: 30.87096405029297 (32.3027516240659)  --> STEP: 24 | > loss_disc: 2.6426515579223633 (2.427328228950501) | > loss_disc_real_0: 0.20657409727573395 (0.1419640360400081) | > loss_disc_real_1: 0.29216647148132324 (0.23462654588123164) | > loss_disc_real_2: 0.33632951974868774 (0.2728611907611291) | > loss_disc_real_3: 0.3700927197933197 (0.2956264360497395) | > loss_disc_real_4: 0.28069862723350525 (0.22704063914716244) | > loss_disc_real_5: 0.30013400316238403 (0.2328603994101286) | > loss_0: 2.6426515579223633 (2.427328228950501) | > loss_gen: 2.7089505195617676 (2.560749759276708) | > loss_kl: 2.3856589794158936 (2.7675335705280304) | > loss_feat: 7.185148239135742 (6.729830125967662) | > loss_mel: 18.16996192932129 (17.959488193194066) | > loss_duration: 2.441751480102539 (2.3096797863642373) | > loss_1: 32.89147186279297 (32.327281634012856)  --> STEP: 25 | > loss_disc: 2.447540760040283 (2.428136730194092) | > loss_disc_real_0: 0.07358287274837494 (0.13922878950834278) | > loss_disc_real_1: 0.23067359626293182 (0.23446842789649963) | > loss_disc_real_2: 0.3639075756072998 (0.2765030461549759) | > loss_disc_real_3: 0.2845427691936493 (0.29518308937549587) | > loss_disc_real_4: 0.2492959201335907 (0.22793085038661956) | > loss_disc_real_5: 0.2494059056043625 (0.23352221965789796) | > loss_0: 2.447540760040283 (2.428136730194092) | > loss_gen: 2.584141969680786 (2.561685447692871) | > loss_kl: 2.8089640140533447 (2.769190788269043) | > loss_feat: 6.47704553604126 (6.719718742370605) | > loss_mel: 16.982105255126953 (17.920392875671382) | > loss_duration: 2.396205425262451 (2.313140811920166) | > loss_1: 31.248464584350586 (32.284128952026364)  --> STEP: 26 | > loss_disc: 4.392284870147705 (2.503680889423077) | > loss_disc_real_0: 1.261107325553894 (0.18237796397163322) | > loss_disc_real_1: 0.25257813930511475 (0.23516495525836945) | > loss_disc_real_2: 0.14198097586631775 (0.2713291203746429) | > loss_disc_real_3: 0.2609351575374603 (0.2938658612278791) | > loss_disc_real_4: 0.8335390090942383 (0.25122347187537414) | > loss_disc_real_5: 0.5486764311790466 (0.24564353548563445) | > loss_0: 4.392284870147705 (2.503680889423077) | > loss_gen: 2.5794034004211426 (2.5623669074131894) | > loss_kl: 2.679939031600952 (2.7657580283971934) | > loss_feat: 14.565957069396973 (7.021497139563928) | > loss_mel: 19.784852981567383 (17.992102879744305) | > loss_duration: 2.3204851150512695 (2.313423285117516) | > loss_1: 41.930633544921875 (32.65514835944542) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024076425112210787 (+2.757402566763061e-05) | > avg_loss_disc: 2.503680889423077 (+0.13721191883087158) | > avg_loss_disc_real_0: 0.18237796397163322 (+0.06891530680541813) | > avg_loss_disc_real_1: 0.23516495525836945 (+0.01622294462644136) | > avg_loss_disc_real_2: 0.2713291203746429 (+0.05599480638137233) | > avg_loss_disc_real_3: 0.2938658612278791 (+0.04312781072579891) | > avg_loss_disc_real_4: 0.25122347187537414 (+0.016785485240129322) | > avg_loss_disc_real_5: 0.24564353548563445 (+0.030801535798953145) | > avg_loss_0: 2.503680889423077 (+0.13721191883087158) | > avg_loss_gen: 2.5623669074131894 (+0.18477623737775417) | > avg_loss_kl: 2.7657580283971934 (+0.15311568516951368) | > avg_loss_feat: 7.021497139563928 (-0.11892208686241723) | > avg_loss_mel: 17.992102879744305 (-0.03240101154034747) | > avg_loss_duration: 2.313423285117516 (+4.3428861177918776e-05) | > avg_loss_1: 32.65514835944542 (+0.18661212921142578)  > EPOCH: 414/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:16:00)   --> TIME: 2024-06-11 09:16:02 -- STEP: 4/330 -- GLOBAL_STEP: 224625 | > loss_disc: 2.318718433380127 (2.3194527626037598) | > loss_disc_real_0: 0.07238166034221649 (0.11216269433498383) | > loss_disc_real_1: 0.18627627193927765 (0.19900834560394287) | > loss_disc_real_2: 0.17661406099796295 (0.21738620847463608) | > loss_disc_real_3: 0.21987055242061615 (0.24927958846092224) | > loss_disc_real_4: 0.25422051548957825 (0.24709352478384972) | > loss_disc_real_5: 0.24514207243919373 (0.22687124833464622) | > loss_0: 2.318718433380127 (2.3194527626037598) | > grad_norm_0: tensor(8.9586, device='cuda:0') (tensor(10.9630, device='cuda:0')) | > loss_gen: 2.4628746509552 (2.5370895862579346) | > loss_kl: 2.038823366165161 (1.8750211000442505) | > loss_feat: 6.839834690093994 (6.919966459274292) | > loss_mel: 18.582725524902344 (18.424001693725586) | > loss_duration: 2.2248849868774414 (2.221424400806427) | > loss_1: 32.14914321899414 (31.977503776550293) | > grad_norm_1: tensor(205.6276, device='cuda:0') (tensor(208.1294, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3532 (0.34894490242004395) | > loader_time: 0.0026 (0.003451704978942871)  --> TIME: 2024-06-11 09:16:11 -- STEP: 29/330 -- GLOBAL_STEP: 224650 | > loss_disc: 2.402726650238037 (2.3028696980969663) | > loss_disc_real_0: 0.10113298892974854 (0.10806183234370988) | > loss_disc_real_1: 0.2162621170282364 (0.1924508635340066) | > loss_disc_real_2: 0.2516787350177765 (0.20879634649589143) | > loss_disc_real_3: 0.25266721844673157 (0.22819502035091663) | > loss_disc_real_4: 0.25296321511268616 (0.22920867800712585) | > loss_disc_real_5: 0.2170100063085556 (0.2207771421506487) | > loss_0: 2.402726650238037 (2.3028696980969663) | > grad_norm_0: tensor(11.0384, device='cuda:0') (tensor(14.4295, device='cuda:0')) | > loss_gen: 2.519063711166382 (2.542762172633204) | > loss_kl: 1.8990278244018555 (1.8939809305914517) | > loss_feat: 7.054461479187012 (7.1633569618751265) | > loss_mel: 18.055747985839844 (18.164774269893243) | > loss_duration: 2.04709529876709 (2.0750959125058404) | > loss_1: 31.575397491455078 (31.83997049002812) | > grad_norm_1: tensor(97.6862, device='cuda:0') (tensor(206.9435, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3755 (0.35261894916665965) | > loader_time: 0.003 (0.0032041155058762124)  --> TIME: 2024-06-11 09:16:21 -- STEP: 54/330 -- GLOBAL_STEP: 224675 | > loss_disc: 2.280592203140259 (2.3426895097449973) | > loss_disc_real_0: 0.09201708436012268 (0.11029949936049956) | > loss_disc_real_1: 0.21443559229373932 (0.19697558962636524) | > loss_disc_real_2: 0.23697607219219208 (0.21447398872287185) | > loss_disc_real_3: 0.23469267785549164 (0.2296669359008471) | > loss_disc_real_4: 0.20751236379146576 (0.2305288634918354) | > loss_disc_real_5: 0.22352179884910583 (0.22033412837319905) | > loss_0: 2.280592203140259 (2.3426895097449973) | > grad_norm_0: tensor(9.1514, device='cuda:0') (tensor(11.8298, device='cuda:0')) | > loss_gen: 2.53481388092041 (2.5245151343169034) | > loss_kl: 2.045088291168213 (1.8976888502085651) | > loss_feat: 7.848966598510742 (7.20282225255613) | > loss_mel: 18.801376342773438 (18.217861034252017) | > loss_duration: 1.9717941284179688 (2.0439980648182052) | > loss_1: 33.2020378112793 (31.886885537041557) | > grad_norm_1: tensor(54.9216, device='cuda:0') (tensor(163.5620, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3613 (0.3581827525739317) | > loader_time: 0.004 (0.003350659652992531)  --> TIME: 2024-06-11 09:16:30 -- STEP: 79/330 -- GLOBAL_STEP: 224700 | > loss_disc: 2.428969383239746 (2.3451957099045377) | > loss_disc_real_0: 0.12419842183589935 (0.11174419258214251) | > loss_disc_real_1: 0.20863381028175354 (0.19707609392419645) | > loss_disc_real_2: 0.21055680513381958 (0.21517976948732062) | > loss_disc_real_3: 0.2464030236005783 (0.22846621539019335) | > loss_disc_real_4: 0.2528459131717682 (0.2296319454908371) | > loss_disc_real_5: 0.2119743525981903 (0.22002844569049304) | > loss_0: 2.428969383239746 (2.3451957099045377) | > grad_norm_0: tensor(8.3698, device='cuda:0') (tensor(13.6248, device='cuda:0')) | > loss_gen: 2.4871132373809814 (2.5175352579430683) | > loss_kl: 1.9829158782958984 (1.9072525818136674) | > loss_feat: 6.760445594787598 (7.219317400002781) | > loss_mel: 17.482877731323242 (18.203326985805845) | > loss_duration: 1.9922010898590088 (2.032538000541397) | > loss_1: 30.70555305480957 (31.879970333244227) | > grad_norm_1: tensor(127.7329, device='cuda:0') (tensor(179.0972, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3836 (0.36326585540288614) | > loader_time: 0.0034 (0.0034868837911871415)  --> TIME: 2024-06-11 09:16:40 -- STEP: 104/330 -- GLOBAL_STEP: 224725 | > loss_disc: 2.4442625045776367 (2.3424883140967436) | > loss_disc_real_0: 0.1709066927433014 (0.11343562280615935) | > loss_disc_real_1: 0.2187381535768509 (0.1982689919666602) | > loss_disc_real_2: 0.23591648042201996 (0.21448108582542494) | > loss_disc_real_3: 0.21843193471431732 (0.2282400062450996) | > loss_disc_real_4: 0.22791272401809692 (0.2285455630089228) | > loss_disc_real_5: 0.24242839217185974 (0.21915842592716217) | > loss_0: 2.4442625045776367 (2.3424883140967436) | > grad_norm_0: tensor(17.1191, device='cuda:0') (tensor(13.4287, device='cuda:0')) | > loss_gen: 2.5830745697021484 (2.519982819373792) | > loss_kl: 1.8243458271026611 (1.9063764134278665) | > loss_feat: 7.196375370025635 (7.207428152744587) | > loss_mel: 18.121511459350586 (18.147746159480143) | > loss_duration: 2.0618162155151367 (2.031466110394551) | > loss_1: 31.787124633789062 (31.812999688662014) | > grad_norm_1: tensor(256.4073, device='cuda:0') (tensor(173.4080, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3688 (0.36567599039811355) | > loader_time: 0.0038 (0.003593061979000385)  --> TIME: 2024-06-11 09:16:49 -- STEP: 129/330 -- GLOBAL_STEP: 224750 | > loss_disc: 2.3927700519561768 (2.347464483837748) | > loss_disc_real_0: 0.11718148738145828 (0.11351882400669792) | > loss_disc_real_1: 0.199977308511734 (0.1988311412260514) | > loss_disc_real_2: 0.20401954650878906 (0.2147930180148561) | > loss_disc_real_3: 0.22668352723121643 (0.22878034020117088) | > loss_disc_real_4: 0.25932395458221436 (0.22805256044217784) | > loss_disc_real_5: 0.25775930285453796 (0.22022246078465335) | > loss_0: 2.3927700519561768 (2.347464483837748) | > grad_norm_0: tensor(27.9651, device='cuda:0') (tensor(15.1572, device='cuda:0')) | > loss_gen: 2.561530351638794 (2.5146000976710363) | > loss_kl: 1.8535903692245483 (1.9115705092748005) | > loss_feat: 6.563620090484619 (7.193105612614358) | > loss_mel: 18.512388229370117 (18.15499392960421) | > loss_duration: 2.0041818618774414 (2.0315057168635278) | > loss_1: 31.495311737060547 (31.805775901143864) | > grad_norm_1: tensor(83.3170, device='cuda:0') (tensor(192.8781, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.375 (0.3679744458013727) | > loader_time: 0.0042 (0.00367051316786182)  --> TIME: 2024-06-11 09:16:59 -- STEP: 154/330 -- GLOBAL_STEP: 224775 | > loss_disc: 2.559931755065918 (2.3505763465707954) | > loss_disc_real_0: 0.14765632152557373 (0.11735949832220356) | > loss_disc_real_1: 0.18890321254730225 (0.1982410216292777) | > loss_disc_real_2: 0.2353619635105133 (0.21460344826246233) | > loss_disc_real_3: 0.24239826202392578 (0.22863874042576005) | > loss_disc_real_4: 0.24180182814598083 (0.2265472553380124) | > loss_disc_real_5: 0.26325723528862 (0.21990683703840552) | > loss_0: 2.559931755065918 (2.3505763465707954) | > grad_norm_0: tensor(37.6427, device='cuda:0') (tensor(20.2492, device='cuda:0')) | > loss_gen: 2.344611883163452 (2.5196343304274924) | > loss_kl: 1.8230724334716797 (1.9135379589997328) | > loss_feat: 6.602901935577393 (7.185881004705058) | > loss_mel: 17.927766799926758 (18.12111050742011) | > loss_duration: 2.028398036956787 (2.0335510736936087) | > loss_1: 30.72675132751465 (31.773714870601506) | > grad_norm_1: tensor(122.5984, device='cuda:0') (tensor(222.2825, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3856 (0.37199508060108527) | > loader_time: 0.0047 (0.003804502549109521)  --> TIME: 2024-06-11 09:17:09 -- STEP: 179/330 -- GLOBAL_STEP: 224800 | > loss_disc: 2.375314235687256 (2.349571092168712) | > loss_disc_real_0: 0.16860827803611755 (0.11655735218241894) | > loss_disc_real_1: 0.17039386928081512 (0.1979159598743449) | > loss_disc_real_2: 0.20883329212665558 (0.2140982650511757) | > loss_disc_real_3: 0.22711850702762604 (0.2283328213005758) | > loss_disc_real_4: 0.26521649956703186 (0.22626335336176376) | > loss_disc_real_5: 0.20000557601451874 (0.22078518194859253) | > loss_0: 2.375314235687256 (2.349571092168712) | > grad_norm_0: tensor(63.4289, device='cuda:0') (tensor(22.5785, device='cuda:0')) | > loss_gen: 2.476245164871216 (2.5300675370839736) | > loss_kl: 1.8464289903640747 (1.9178967615745588) | > loss_feat: 7.435827732086182 (7.194684175139699) | > loss_mel: 18.009910583496094 (18.09223692909964) | > loss_duration: 2.0814666748046875 (2.038887158452464) | > loss_1: 31.84988021850586 (31.77377253271348) | > grad_norm_1: tensor(363.0798, device='cuda:0') (tensor(234.0341, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.3985 (0.37455381627855344) | > loader_time: 0.0053 (0.003922939300537109)  --> TIME: 2024-06-11 09:17:19 -- STEP: 204/330 -- GLOBAL_STEP: 224825 | > loss_disc: 2.2876386642456055 (2.349907550157284) | > loss_disc_real_0: 0.10432983189821243 (0.11652613933399028) | > loss_disc_real_1: 0.1944417953491211 (0.1986248345643866) | > loss_disc_real_2: 0.202632337808609 (0.2134845419695564) | > loss_disc_real_3: 0.21767717599868774 (0.22837021508637592) | > loss_disc_real_4: 0.22015054523944855 (0.2265484530259581) | > loss_disc_real_5: 0.21501947939395905 (0.2206464166588643) | > loss_0: 2.2876386642456055 (2.349907550157284) | > grad_norm_0: tensor(22.6756, device='cuda:0') (tensor(23.6363, device='cuda:0')) | > loss_gen: 2.621526002883911 (2.523449937502545) | > loss_kl: 2.007209062576294 (1.9220126504991568) | > loss_feat: 8.115163803100586 (7.187525136798036) | > loss_mel: 17.908992767333984 (18.036853191899297) | > loss_duration: 2.0322890281677246 (2.0457341261938486) | > loss_1: 32.6851806640625 (31.715575003156474) | > grad_norm_1: tensor(569.1228, device='cuda:0') (tensor(252.9644, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.4281 (0.377782549343857) | > loader_time: 0.005 (0.00404120309680116)  --> TIME: 2024-06-11 09:17:30 -- STEP: 229/330 -- GLOBAL_STEP: 224850 | > loss_disc: 2.154982089996338 (2.3480684882168146) | > loss_disc_real_0: 0.09053266793489456 (0.11667964049497026) | > loss_disc_real_1: 0.17966017127037048 (0.1987323964657221) | > loss_disc_real_2: 0.17988792061805725 (0.21333335769488818) | > loss_disc_real_3: 0.19572587311267853 (0.2283676565994862) | > loss_disc_real_4: 0.23527215421199799 (0.2269619124164748) | > loss_disc_real_5: 0.18454964458942413 (0.2205584026450153) | > loss_0: 2.154982089996338 (2.3480684882168146) | > grad_norm_0: tensor(38.6672, device='cuda:0') (tensor(25.7138, device='cuda:0')) | > loss_gen: 2.545759677886963 (2.523466526681161) | > loss_kl: 2.117305278778076 (1.921809519742774) | > loss_feat: 7.38899564743042 (7.193998661624292) | > loss_mel: 18.6918888092041 (17.998641751218553) | > loss_duration: 2.1277542114257812 (2.0531723863693294) | > loss_1: 32.8717041015625 (31.69108882221072) | > grad_norm_1: tensor(275.4511, device='cuda:0') (tensor(266.1201, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.4069 (0.38100521429136847) | > loader_time: 0.0061 (0.004179957652196095)  --> TIME: 2024-06-11 09:17:41 -- STEP: 254/330 -- GLOBAL_STEP: 224875 | > loss_disc: 2.3834903240203857 (2.351236361218248) | > loss_disc_real_0: 0.10009639710187912 (0.11691994048420369) | > loss_disc_real_1: 0.15028147399425507 (0.19866751826654266) | > loss_disc_real_2: 0.2028980255126953 (0.21388550302175083) | > loss_disc_real_3: 0.22495678067207336 (0.2285368566320637) | > loss_disc_real_4: 0.2166505753993988 (0.22755080948429784) | > loss_disc_real_5: 0.23697708547115326 (0.22090812074387167) | > loss_0: 2.3834903240203857 (2.351236361218248) | > grad_norm_0: tensor(22.4238, device='cuda:0') (tensor(26.9391, device='cuda:0')) | > loss_gen: 2.39579701423645 (2.5167636129799806) | > loss_kl: 2.026219606399536 (1.9219302905826119) | > loss_feat: 7.288425922393799 (7.172004461288452) | > loss_mel: 17.661376953125 (17.948414885152967) | > loss_duration: 2.0752687454223633 (2.0596452641674845) | > loss_1: 31.44709014892578 (31.61875853200597) | > grad_norm_1: tensor(370.2553, device='cuda:0') (tensor(273.2393, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.4461 (0.3856067225689024) | > loader_time: 0.0058 (0.004341822909557915)  --> TIME: 2024-06-11 09:17:52 -- STEP: 279/330 -- GLOBAL_STEP: 224900 | > loss_disc: 2.377315044403076 (2.350255748277068) | > loss_disc_real_0: 0.14616522192955017 (0.1173378354919854) | > loss_disc_real_1: 0.1619187593460083 (0.19860657606287238) | > loss_disc_real_2: 0.21724316477775574 (0.21341476720293784) | > loss_disc_real_3: 0.2566108703613281 (0.2283874891137564) | > loss_disc_real_4: 0.23215770721435547 (0.2274265755568781) | > loss_disc_real_5: 0.23519158363342285 (0.2207926462628081) | > loss_0: 2.377315044403076 (2.350255748277068) | > grad_norm_0: tensor(8.6796, device='cuda:0') (tensor(26.9043, device='cuda:0')) | > loss_gen: 2.528627395629883 (2.5132006317056654) | > loss_kl: 1.8124487400054932 (1.9261286292879385) | > loss_feat: 6.970326900482178 (7.183467191607293) | > loss_mel: 17.182416915893555 (17.903288789974734) | > loss_duration: 2.1356608867645264 (2.068293496272042) | > loss_1: 30.629480361938477 (31.594378755084076) | > grad_norm_1: tensor(348.2999, device='cuda:0') (tensor(277.6532, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.4345 (0.3904549417529909) | > loader_time: 0.0065 (0.004508717512998957)  --> TIME: 2024-06-11 09:18:04 -- STEP: 304/330 -- GLOBAL_STEP: 224925 | > loss_disc: 2.3629531860351562 (2.350247080388822) | > loss_disc_real_0: 0.11928996443748474 (0.11765800899286803) | > loss_disc_real_1: 0.20753416419029236 (0.19922252131724036) | > loss_disc_real_2: 0.2092457264661789 (0.21359200211928075) | > loss_disc_real_3: 0.24389195442199707 (0.22826597594509) | > loss_disc_real_4: 0.23718371987342834 (0.22744820418914682) | > loss_disc_real_5: 0.23238545656204224 (0.22063265941841037) | > loss_0: 2.3629531860351562 (2.350247080388822) | > grad_norm_0: tensor(19.2681, device='cuda:0') (tensor(27.7347, device='cuda:0')) | > loss_gen: 2.429178237915039 (2.5107153473716046) | > loss_kl: 1.9798086881637573 (1.9303786880091618) | > loss_feat: 7.249289512634277 (7.196043387839668) | > loss_mel: 17.007308959960938 (17.873304994482726) | > loss_duration: 2.2176506519317627 (2.078378255430021) | > loss_1: 30.883237838745117 (31.58882068332873) | > grad_norm_1: tensor(415.4619, device='cuda:0') (tensor(287.0359, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.4983 (0.3971656223661021) | > loader_time: 0.0076 (0.004705240067682769)  --> TIME: 2024-06-11 09:18:32 -- STEP: 329/330 -- GLOBAL_STEP: 224950 | > loss_disc: 2.4477128982543945 (2.3558676329789545) | > loss_disc_real_0: 0.1520848572254181 (0.11949370013363093) | > loss_disc_real_1: 0.2129044383764267 (0.2001977265786979) | > loss_disc_real_2: 0.20367395877838135 (0.21356384691677552) | > loss_disc_real_3: 0.26524707674980164 (0.22834356142757148) | > loss_disc_real_4: 0.24019944667816162 (0.22781828824872305) | > loss_disc_real_5: 0.282025009393692 (0.2206328187398273) | > loss_0: 2.4477128982543945 (2.3558676329789545) | > grad_norm_0: tensor(16.4357, device='cuda:0') (tensor(28.2506, device='cuda:0')) | > loss_gen: 2.286813974380493 (2.5077618683000473) | > loss_kl: 2.2960658073425293 (1.939498023783907) | > loss_feat: 10.44986629486084 (7.312651737120376) | > loss_mel: 18.49390411376953 (17.874555495009943) | > loss_duration: 2.295233964920044 (2.0927172902869597) | > loss_1: 35.82188415527344 (31.727184440589603) | > grad_norm_1: tensor(90.0555, device='cuda:0') (tensor(288.8816, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 14.1783 (0.45148931013414545) | > loader_time: 0.0341 (0.005175242670401254)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6423797607421875 (2.6423797607421875) | > loss_disc_real_0: 0.11492353677749634 (0.11492353677749634) | > loss_disc_real_1: 0.35669130086898804 (0.35669130086898804) | > loss_disc_real_2: 0.27724146842956543 (0.27724146842956543) | > loss_disc_real_3: 0.3085319995880127 (0.3085319995880127) | > loss_disc_real_4: 0.29036128520965576 (0.29036128520965576) | > loss_disc_real_5: 0.33399292826652527 (0.33399292826652527) | > loss_0: 2.6423797607421875 (2.6423797607421875) | > loss_gen: 2.6376311779022217 (2.6376311779022217) | > loss_kl: 1.4894083738327026 (1.4894083738327026) | > loss_feat: 5.726193904876709 (5.726193904876709) | > loss_mel: 16.008983612060547 (16.008983612060547) | > loss_duration: 2.8668622970581055 (2.8668622970581055) | > loss_1: 28.729080200195312 (28.729080200195312)  --> STEP: 1 | > loss_disc: 2.3447206020355225 (2.3447206020355225) | > loss_disc_real_0: 0.10912147909402847 (0.10912147909402847) | > loss_disc_real_1: 0.21463677287101746 (0.21463677287101746) | > loss_disc_real_2: 0.21380361914634705 (0.21380361914634705) | > loss_disc_real_3: 0.2625090479850769 (0.2625090479850769) | > loss_disc_real_4: 0.24337555468082428 (0.24337555468082428) | > loss_disc_real_5: 0.24821150302886963 (0.24821150302886963) | > loss_0: 2.3447206020355225 (2.3447206020355225) | > loss_gen: 2.5510566234588623 (2.5510566234588623) | > loss_kl: 3.127619743347168 (3.127619743347168) | > loss_feat: 5.868890762329102 (5.868890762329102) | > loss_mel: 19.510902404785156 (19.510902404785156) | > loss_duration: 2.4080841541290283 (2.4080841541290283) | > loss_1: 33.466552734375 (33.466552734375)  --> STEP: 2 | > loss_disc: 2.2115602493286133 (2.278140425682068) | > loss_disc_real_0: 0.05679244548082352 (0.082956962287426) | > loss_disc_real_1: 0.3204211890697479 (0.2675289809703827) | > loss_disc_real_2: 0.1889229118824005 (0.20136326551437378) | > loss_disc_real_3: 0.265911728143692 (0.26421038806438446) | > loss_disc_real_4: 0.23370341956615448 (0.23853948712348938) | > loss_disc_real_5: 0.19142493605613708 (0.21981821954250336) | > loss_0: 2.2115602493286133 (2.278140425682068) | > loss_gen: 2.610583782196045 (2.5808202028274536) | > loss_kl: 2.8552379608154297 (2.991428852081299) | > loss_feat: 6.4709343910217285 (6.169912576675415) | > loss_mel: 20.075708389282227 (19.79330539703369) | > loss_duration: 2.5414910316467285 (2.4747875928878784) | > loss_1: 34.553955078125 (34.01025390625)  --> STEP: 3 | > loss_disc: 2.3451719284057617 (2.3004842599232993) | > loss_disc_real_0: 0.12915143370628357 (0.09835511942704518) | > loss_disc_real_1: 0.20308104157447815 (0.24604633450508118) | > loss_disc_real_2: 0.20218491554260254 (0.2016371488571167) | > loss_disc_real_3: 0.229373037815094 (0.25259793798128766) | > loss_disc_real_4: 0.2165466696023941 (0.23120854794979095) | > loss_disc_real_5: 0.24305664002895355 (0.2275643597046534) | > loss_0: 2.3451719284057617 (2.3004842599232993) | > loss_gen: 2.316880702972412 (2.49284036954244) | > loss_kl: 2.771904230117798 (2.9182539780934653) | > loss_feat: 5.967497825622559 (6.10244099299113) | > loss_mel: 20.733354568481445 (20.10665512084961) | > loss_duration: 2.3607234954833984 (2.4367662270863852) | > loss_1: 34.150360107421875 (34.05695597330729)  --> STEP: 4 | > loss_disc: 2.350560188293457 (2.3130032420158386) | > loss_disc_real_0: 0.08625467121601105 (0.09533000737428665) | > loss_disc_real_1: 0.2815726399421692 (0.2549279108643532) | > loss_disc_real_2: 0.18420395255088806 (0.19727884978055954) | > loss_disc_real_3: 0.2801990211009979 (0.2594982087612152) | > loss_disc_real_4: 0.23927994072437286 (0.23322639614343643) | > loss_disc_real_5: 0.22795669734477997 (0.22766244411468506) | > loss_0: 2.350560188293457 (2.3130032420158386) | > loss_gen: 2.593817949295044 (2.518084764480591) | > loss_kl: 2.2691047191619873 (2.7559666633605957) | > loss_feat: 8.111551284790039 (6.604718565940857) | > loss_mel: 18.80257797241211 (19.780635833740234) | > loss_duration: 2.3212246894836426 (2.4078808426856995) | > loss_1: 34.0982780456543 (34.06728649139404)  --> STEP: 5 | > loss_disc: 2.5066475868225098 (2.351732110977173) | > loss_disc_real_0: 0.07586601376533508 (0.09143720865249634) | > loss_disc_real_1: 0.2217881828546524 (0.24829996526241302) | > loss_disc_real_2: 0.23587986826896667 (0.20499905347824096) | > loss_disc_real_3: 0.3128974735736847 (0.2701780617237091) | > loss_disc_real_4: 0.2743759751319885 (0.24145631194114686) | > loss_disc_real_5: 0.3422861397266388 (0.2505871832370758) | > loss_0: 2.5066475868225098 (2.351732110977173) | > loss_gen: 2.332933187484741 (2.481054449081421) | > loss_kl: 2.348494291305542 (2.674472188949585) | > loss_feat: 6.29150390625 (6.5420756340026855) | > loss_mel: 19.758790969848633 (19.776266860961915) | > loss_duration: 2.37869930267334 (2.4020445346832275) | > loss_1: 33.11042022705078 (33.87591323852539)  --> STEP: 6 | > loss_disc: 2.349843740463257 (2.351417382558187) | > loss_disc_real_0: 0.09009198099374771 (0.0912130040427049) | > loss_disc_real_1: 0.2594503164291382 (0.2501583571235339) | > loss_disc_real_2: 0.23144908249378204 (0.2094073916474978) | > loss_disc_real_3: 0.2614012658596039 (0.2687152624130249) | > loss_disc_real_4: 0.25449132919311523 (0.24362881481647491) | > loss_disc_real_5: 0.2408977746963501 (0.24897228181362152) | > loss_0: 2.349843740463257 (2.351417382558187) | > loss_gen: 2.512586832046509 (2.486309846242269) | > loss_kl: 2.412687063217163 (2.630841334660848) | > loss_feat: 6.025205135345459 (6.4559305508931475) | > loss_mel: 19.2601318359375 (19.69024435679118) | > loss_duration: 2.174184799194336 (2.3640679121017456) | > loss_1: 32.384796142578125 (33.62739372253418)  --> STEP: 7 | > loss_disc: 2.0813186168670654 (2.312831844602312) | > loss_disc_real_0: 0.11047022044658661 (0.09396403495754514) | > loss_disc_real_1: 0.2997816503047943 (0.25724739900657106) | > loss_disc_real_2: 0.21213898062705994 (0.2097976186445781) | > loss_disc_real_3: 0.21257255971431732 (0.26069487631320953) | > loss_disc_real_4: 0.18048451840877533 (0.2346082010439464) | > loss_disc_real_5: 0.13123169541358948 (0.23215219804218837) | > loss_0: 2.0813186168670654 (2.312831844602312) | > loss_gen: 2.5708014965057373 (2.498380081994193) | > loss_kl: 4.169383525848389 (2.850633076259068) | > loss_feat: 7.587209224700928 (6.617541790008545) | > loss_mel: 18.38551139831543 (19.503853934151785) | > loss_duration: 2.5374855995178223 (2.3888418674468994) | > loss_1: 35.25039291381836 (33.85925074986049)  --> STEP: 8 | > loss_disc: 2.6062378883361816 (2.349507600069046) | > loss_disc_real_0: 0.21980217099189758 (0.1096938019618392) | > loss_disc_real_1: 0.23713012039661407 (0.25473273918032646) | > loss_disc_real_2: 0.23999738693237305 (0.21357258968055248) | > loss_disc_real_3: 0.3037113547325134 (0.2660719361156225) | > loss_disc_real_4: 0.21970470249652863 (0.23274526372551918) | > loss_disc_real_5: 0.2885281443595886 (0.2391991913318634) | > loss_0: 2.6062378883361816 (2.349507600069046) | > loss_gen: 2.311383008956909 (2.4750054478645325) | > loss_kl: 3.455110788345337 (2.9261927902698517) | > loss_feat: 6.875516414642334 (6.6497886180877686) | > loss_mel: 16.05205535888672 (19.072379112243652) | > loss_duration: 2.227909564971924 (2.3687253296375275) | > loss_1: 30.921974182128906 (33.49209117889404)  --> STEP: 9 | > loss_disc: 2.5772218704223633 (2.374809185663859) | > loss_disc_real_0: 0.1967136263847351 (0.11936267134216097) | > loss_disc_real_1: 0.30289945006370544 (0.2600845959451463) | > loss_disc_real_2: 0.17661158740520477 (0.20946581164995828) | > loss_disc_real_3: 0.24551983177661896 (0.2637883689668443) | > loss_disc_real_4: 0.270740270614624 (0.23696693115764195) | > loss_disc_real_5: 0.2202705591917038 (0.23709600998295677) | > loss_0: 2.5772218704223633 (2.374809185663859) | > loss_gen: 2.5260443687438965 (2.480676439073351) | > loss_kl: 2.381582498550415 (2.865680535634359) | > loss_feat: 11.033848762512207 (7.136906411912706) | > loss_mel: 19.631847381591797 (19.134542253282333) | > loss_duration: 2.1340930461883545 (2.342655075920953) | > loss_1: 37.70741653442383 (33.9604606628418)  --> STEP: 10 | > loss_disc: 2.4684791564941406 (2.384176182746887) | > loss_disc_real_0: 0.09874549508094788 (0.11730095371603966) | > loss_disc_real_1: 0.27925488352775574 (0.26200162470340727) | > loss_disc_real_2: 0.14877769351005554 (0.203396999835968) | > loss_disc_real_3: 0.24632765352725983 (0.2620422974228859) | > loss_disc_real_4: 0.23904912173748016 (0.23717515021562577) | > loss_disc_real_5: 0.2719716727733612 (0.24058357626199722) | > loss_0: 2.4684791564941406 (2.384176182746887) | > loss_gen: 2.2293972969055176 (2.4555485248565674) | > loss_kl: 2.2317588329315186 (2.802288365364075) | > loss_feat: 7.79722785949707 (7.202938556671143) | > loss_mel: 18.707489013671875 (19.09183692932129) | > loss_duration: 2.298617362976074 (2.338251304626465) | > loss_1: 33.26449203491211 (33.89086380004883)  --> STEP: 11 | > loss_disc: 2.3951358795166016 (2.3851725188168613) | > loss_disc_real_0: 0.11513745784759521 (0.1171042722734538) | > loss_disc_real_1: 0.3258900046348572 (0.26780965924263) | > loss_disc_real_2: 0.18781216442584991 (0.20198019661686636) | > loss_disc_real_3: 0.2677808105945587 (0.2625639804384925) | > loss_disc_real_4: 0.28713804483413696 (0.24171723154458133) | > loss_disc_real_5: 0.27947312593460083 (0.24411898986859756) | > loss_0: 2.3951358795166016 (2.3851725188168613) | > loss_gen: 2.609861373901367 (2.469576965678822) | > loss_kl: 3.242429733276367 (2.842301216992465) | > loss_feat: 6.775759220123291 (7.164104071530429) | > loss_mel: 18.376962661743164 (19.02684835954146) | > loss_duration: 2.427420139312744 (2.3463575623252173) | > loss_1: 33.43243408203125 (33.84918837113814)  --> STEP: 12 | > loss_disc: 2.4008688926696777 (2.3864805499712625) | > loss_disc_real_0: 0.09266744554042816 (0.11506787004570167) | > loss_disc_real_1: 0.2723466455936432 (0.2681877414385478) | > loss_disc_real_2: 0.16230744123458862 (0.19867413366834322) | > loss_disc_real_3: 0.2947332561016083 (0.2652447534104188) | > loss_disc_real_4: 0.17959359288215637 (0.2365402616560459) | > loss_disc_real_5: 0.23778648674488068 (0.24359128127495447) | > loss_0: 2.4008688926696777 (2.3864805499712625) | > loss_gen: 2.3373708724975586 (2.45855979124705) | > loss_kl: 2.7913684844970703 (2.838056822617849) | > loss_feat: 6.140936374664307 (7.078840096791585) | > loss_mel: 19.17446517944336 (19.03914976119995) | > loss_duration: 2.291102170944214 (2.3417529463768) | > loss_1: 32.73524475097656 (33.75635973612467)  --> STEP: 13 | > loss_disc: 2.5824127197265625 (2.4015522553370547) | > loss_disc_real_0: 0.14407122135162354 (0.11729889706923412) | > loss_disc_real_1: 0.27299559116363525 (0.2685575760327853) | > loss_disc_real_2: 0.2577631175518036 (0.2032194401209171) | > loss_disc_real_3: 0.32665809988975525 (0.2699688569857524) | > loss_disc_real_4: 0.329526424407959 (0.24369304340619308) | > loss_disc_real_5: 0.2567541301250458 (0.24460380810957688) | > loss_0: 2.5824127197265625 (2.4015522553370547) | > loss_gen: 2.6287624835968018 (2.4716523060431848) | > loss_kl: 2.8906328678131104 (2.842101133786715) | > loss_feat: 6.981017589569092 (7.071315288543701) | > loss_mel: 18.617427825927734 (19.00670961233286) | > loss_duration: 2.19160795211792 (2.3302033314338093) | > loss_1: 33.3094482421875 (33.721981928898735)  --> STEP: 14 | > loss_disc: 2.4120736122131348 (2.4023037808282033) | > loss_disc_real_0: 0.15853002667427063 (0.12024397775530815) | > loss_disc_real_1: 0.3063194751739502 (0.2712548545428685) | > loss_disc_real_2: 0.17696353793144226 (0.2013440185359546) | > loss_disc_real_3: 0.19359292089939117 (0.26451343297958374) | > loss_disc_real_4: 0.2793680429458618 (0.24624125765902655) | > loss_disc_real_5: 0.23302435874938965 (0.24377670458384923) | > loss_0: 2.4120736122131348 (2.4023037808282033) | > loss_gen: 2.470235824584961 (2.4715511287961687) | > loss_kl: 3.426560878753662 (2.883848258427211) | > loss_feat: 7.9639153480529785 (7.135072435651507) | > loss_mel: 20.088905334472656 (19.084009306771414) | > loss_duration: 2.3529229164123535 (2.3318261589322766) | > loss_1: 36.30253982543945 (33.90630749293736)  --> STEP: 15 | > loss_disc: 2.450606346130371 (2.4055239518483478) | > loss_disc_real_0: 0.09023422002792358 (0.11824332724014917) | > loss_disc_real_1: 0.2729577422142029 (0.2713683803876241) | > loss_disc_real_2: 0.2023216336965561 (0.2014091928799947) | > loss_disc_real_3: 0.27371177077293396 (0.26512665549914044) | > loss_disc_real_4: 0.22959177196025848 (0.24513129194577535) | > loss_disc_real_5: 0.19234032928943634 (0.24034761289755505) | > loss_0: 2.450606346130371 (2.4055239518483478) | > loss_gen: 2.626041889190674 (2.481850512822469) | > loss_kl: 3.4582433700561523 (2.922141265869141) | > loss_feat: 9.032838821411133 (7.261590194702149) | > loss_mel: 19.06958770751953 (19.08304786682129) | > loss_duration: 2.3571693897247314 (2.3335157076517734) | > loss_1: 36.543880462646484 (34.08214569091797)  --> STEP: 16 | > loss_disc: 2.5711658000946045 (2.415876567363739) | > loss_disc_real_0: 0.07855211943387985 (0.11576262675225735) | > loss_disc_real_1: 0.25578925013542175 (0.27039468474686146) | > loss_disc_real_2: 0.24453982710838318 (0.204104857519269) | > loss_disc_real_3: 0.2633512020111084 (0.2650156896561384) | > loss_disc_real_4: 0.16907727718353271 (0.24037791602313519) | > loss_disc_real_5: 0.1424400806427002 (0.2342283921316266) | > loss_0: 2.5711658000946045 (2.415876567363739) | > loss_gen: 2.0595569610595703 (2.455457165837288) | > loss_kl: 3.0119192600250244 (2.9277523905038834) | > loss_feat: 7.002333164215088 (7.245386630296707) | > loss_mel: 19.032419204711914 (19.079883575439453) | > loss_duration: 2.3823554515838623 (2.336568191647529) | > loss_1: 33.48858642578125 (34.045048236846924)  --> STEP: 17 | > loss_disc: 2.6593377590179443 (2.4301978139316334) | > loss_disc_real_0: 0.24033156037330627 (0.12309021108290728) | > loss_disc_real_1: 0.28427988290786743 (0.2712114611092736) | > loss_disc_real_2: 0.2263265997171402 (0.20541201882502613) | > loss_disc_real_3: 0.31266525387763977 (0.2678186051985797) | > loss_disc_real_4: 0.28905948996543884 (0.24324153801974127) | > loss_disc_real_5: 0.29572218656539917 (0.23784567415714264) | > loss_0: 2.6593377590179443 (2.4301978139316334) | > loss_gen: 2.4995739459991455 (2.4580522705526913) | > loss_kl: 2.0462679862976074 (2.8759003667270435) | > loss_feat: 4.397494792938232 (7.077863581040326) | > loss_mel: 18.70566749572754 (19.057870864868164) | > loss_duration: 2.4124534130096436 (2.3410320281982417) | > loss_1: 30.06145668029785 (33.810719321755805)  --> STEP: 18 | > loss_disc: 2.0734007358551025 (2.4103757540384927) | > loss_disc_real_0: 0.05858144909143448 (0.11950639097226991) | > loss_disc_real_1: 0.2069494128227234 (0.2676413473155763) | > loss_disc_real_2: 0.1720137596130371 (0.20355655997991562) | > loss_disc_real_3: 0.2013249397277832 (0.2641245126724243) | > loss_disc_real_4: 0.1162790060043335 (0.23618806401888529) | > loss_disc_real_5: 0.10418480634689331 (0.23042007038990656) | > loss_0: 2.0734007358551025 (2.4103757540384927) | > loss_gen: 2.351468801498413 (2.4521309667163425) | > loss_kl: 2.2995004653930664 (2.843878149986267) | > loss_feat: 9.409599304199219 (7.207404454549153) | > loss_mel: 18.685916900634766 (19.037206755744087) | > loss_duration: 2.2496848106384277 (2.335957182778252) | > loss_1: 34.99616622924805 (33.87657748328315)  --> STEP: 19 | > loss_disc: 2.7768983840942383 (2.429666418778269) | > loss_disc_real_0: 0.2748192250728607 (0.12768075066177467) | > loss_disc_real_1: 0.36918556690216064 (0.2729857799253966) | > loss_disc_real_2: 0.1715555638074875 (0.20187229702347204) | > loss_disc_real_3: 0.26027143001556396 (0.26392171884837906) | > loss_disc_real_4: 0.26203617453575134 (0.23754849088819405) | > loss_disc_real_5: 0.2982248365879059 (0.23398874229506442) | > loss_0: 2.7768983840942383 (2.429666418778269) | > loss_gen: 2.2176365852355957 (2.439789157164724) | > loss_kl: 1.8366013765335083 (2.7908635829624378) | > loss_feat: 4.788484573364258 (7.080092881855212) | > loss_mel: 16.322404861450195 (18.894322445518092) | > loss_duration: 2.306347131729126 (2.3343987590388244) | > loss_1: 27.471473693847656 (33.539466757523385)  --> STEP: 20 | > loss_disc: 2.2158398628234863 (2.41897509098053) | > loss_disc_real_0: 0.0704953670501709 (0.12482148148119447) | > loss_disc_real_1: 0.1997404396533966 (0.26932351291179657) | > loss_disc_real_2: 0.23833130300045013 (0.20369524732232094) | > loss_disc_real_3: 0.26501959562301636 (0.2639766126871109) | > loss_disc_real_4: 0.17756998538970947 (0.2345495656132698) | > loss_disc_real_5: 0.20970457792282104 (0.23277453407645227) | > loss_0: 2.2158398628234863 (2.41897509098053) | > loss_gen: 2.4373507499694824 (2.4396672368049623) | > loss_kl: 2.1667609214782715 (2.7596584498882293) | > loss_feat: 8.321690559387207 (7.142172765731812) | > loss_mel: 18.261781692504883 (18.86269540786743) | > loss_duration: 2.263108491897583 (2.3308342456817623) | > loss_1: 33.45069122314453 (33.53502798080444)  --> STEP: 21 | > loss_disc: 2.4228127002716064 (2.419157834280105) | > loss_disc_real_0: 0.14235234260559082 (0.12565628439188) | > loss_disc_real_1: 0.3723294138908386 (0.2742285558155605) | > loss_disc_real_2: 0.21507157385349274 (0.20423697715713865) | > loss_disc_real_3: 0.2760813534259796 (0.2645530289127713) | > loss_disc_real_4: 0.20713838934898376 (0.23324427150544666) | > loss_disc_real_5: 0.17283029854297638 (0.22992004667009627) | > loss_0: 2.4228127002716064 (2.419157834280105) | > loss_gen: 2.6521694660186768 (2.4497863905770436) | > loss_kl: 1.979387640953064 (2.7225026970817927) | > loss_feat: 6.1122236251831055 (7.093127568562825) | > loss_mel: 15.44344425201416 (18.69987392425537) | > loss_duration: 2.1740071773529053 (2.323366290047055) | > loss_1: 28.36123275756836 (33.288656779697966)  --> STEP: 22 | > loss_disc: 2.4293909072875977 (2.4196229739622637) | > loss_disc_real_0: 0.1565828174352646 (0.12706203589385204) | > loss_disc_real_1: 0.27693116664886475 (0.27435140176252887) | > loss_disc_real_2: 0.16928492486476898 (0.20264824750748547) | > loss_disc_real_3: 0.21520277857780457 (0.26230983571572736) | > loss_disc_real_4: 0.23800647258758545 (0.23346073519099841) | > loss_disc_real_5: 0.1986401528120041 (0.22849823331291025) | > loss_0: 2.4293909072875977 (2.4196229739622637) | > loss_gen: 2.355421543121338 (2.4454970793290567) | > loss_kl: 2.515199899673462 (2.713079842654141) | > loss_feat: 7.440781116485596 (7.108930002559315) | > loss_mel: 17.7515869140625 (18.656769969246604) | > loss_duration: 2.200407028198242 (2.3177772326902906) | > loss_1: 32.263397216796875 (33.24205407229337)  --> STEP: 23 | > loss_disc: 2.469774007797241 (2.4218034536942192) | > loss_disc_real_0: 0.16785916686058044 (0.12883582419675327) | > loss_disc_real_1: 0.2853255569934845 (0.27482853894648346) | > loss_disc_real_2: 0.181966170668602 (0.2017490267753601) | > loss_disc_real_3: 0.3156125545501709 (0.2646273452302684) | > loss_disc_real_4: 0.24113352596759796 (0.23379433478998102) | > loss_disc_real_5: 0.23625779151916504 (0.22883560540883438) | > loss_0: 2.469774007797241 (2.4218034536942192) | > loss_gen: 2.566938877105713 (2.450777157493259) | > loss_kl: 2.5014359951019287 (2.7038779362388277) | > loss_feat: 5.521873474121094 (7.039927544801132) | > loss_mel: 18.102542877197266 (18.632673139157504) | > loss_duration: 2.3218631744384766 (2.317954882331516) | > loss_1: 31.0146541595459 (33.145210597826086)  --> STEP: 24 | > loss_disc: 2.4375033378601074 (2.4224576155344644) | > loss_disc_real_0: 0.08671358972787857 (0.1270807310938835) | > loss_disc_real_1: 0.20862893760204315 (0.27207022222379845) | > loss_disc_real_2: 0.2550063133239746 (0.20396808038155237) | > loss_disc_real_3: 0.29207393527030945 (0.2657709531486034) | > loss_disc_real_4: 0.2402942180633545 (0.23406516325970492) | > loss_disc_real_5: 0.2355123907327652 (0.22911380479733148) | > loss_0: 2.4375033378601074 (2.4224576155344644) | > loss_gen: 2.48504638671875 (2.452205042044321) | > loss_kl: 2.492973804473877 (2.695090264081955) | > loss_feat: 6.745436191558838 (7.02765707174937) | > loss_mel: 19.06940460205078 (18.65087028344472) | > loss_duration: 2.3997857570648193 (2.3213645021120706) | > loss_1: 33.19264602661133 (33.147187074025474)  --> STEP: 25 | > loss_disc: 2.6617982387542725 (2.4320312404632567) | > loss_disc_real_0: 0.2313956320285797 (0.13125332713127133) | > loss_disc_real_1: 0.2977052628993988 (0.2730956238508224) | > loss_disc_real_2: 0.3306838572025299 (0.20903671145439148) | > loss_disc_real_3: 0.2762911319732666 (0.2661917603015899) | > loss_disc_real_4: 0.19483768939971924 (0.23249606430530548) | > loss_disc_real_5: 0.22988353669643402 (0.2291445940732956) | > loss_0: 2.6617982387542725 (2.4320312404632567) | > loss_gen: 2.4067602157592773 (2.4503872489929193) | > loss_kl: 2.3962695598602295 (2.683137435913086) | > loss_feat: 8.299173355102539 (7.078517723083496) | > loss_mel: 17.430191040039062 (18.602043113708497) | > loss_duration: 2.3822755813598633 (2.3238009452819823) | > loss_1: 32.914669036865234 (33.13788635253906)  --> STEP: 26 | > loss_disc: 2.744157314300537 (2.4440360894569984) | > loss_disc_real_0: 0.18082672357559204 (0.13315999622528366) | > loss_disc_real_1: 0.3495284616947174 (0.2760353483832799) | > loss_disc_real_2: 0.25718405842781067 (0.21088853249183068) | > loss_disc_real_3: 0.30318760871887207 (0.26761467754840845) | > loss_disc_real_4: 0.2643795311450958 (0.23372235149145126) | > loss_disc_real_5: 0.32205531001091003 (0.23271808314781922) | > loss_0: 2.744157314300537 (2.4440360894569984) | > loss_gen: 2.3413166999816895 (2.446192227877103) | > loss_kl: 2.0543832778930664 (2.6589545836815467) | > loss_feat: 4.599766731262207 (6.983181146474985) | > loss_mel: 14.040557861328125 (18.426601373232327) | > loss_duration: 2.307655096054077 (2.3231799510809092) | > loss_1: 25.343679428100586 (32.83810916313758) --> EVAL PERFORMANCE | > avg_loader_time: 0.002484449973473182 (+7.680746225210327e-05) | > avg_loss_disc: 2.4440360894569984 (-0.05964479996607874) | > avg_loss_disc_real_0: 0.13315999622528366 (-0.04921796774634957) | > avg_loss_disc_real_1: 0.2760353483832799 (+0.040870393124910476) | > avg_loss_disc_real_2: 0.21088853249183068 (-0.06044058788281223) | > avg_loss_disc_real_3: 0.26761467754840845 (-0.026251183679470658) | > avg_loss_disc_real_4: 0.23372235149145126 (-0.017501120383922875) | > avg_loss_disc_real_5: 0.23271808314781922 (-0.012925452337815224) | > avg_loss_0: 2.4440360894569984 (-0.05964479996607874) | > avg_loss_gen: 2.446192227877103 (-0.11617467953608651) | > avg_loss_kl: 2.6589545836815467 (-0.10680344471564673) | > avg_loss_feat: 6.983181146474985 (-0.03831599308894251) | > avg_loss_mel: 18.426601373232327 (+0.4344984934880216) | > avg_loss_duration: 2.3231799510809092 (+0.009756665963393196) | > avg_loss_1: 32.83810916313758 (+0.18296080369216128)  > EPOCH: 415/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:18:38)   --> TIME: 2024-06-11 09:18:48 -- STEP: 24/330 -- GLOBAL_STEP: 224975 | > loss_disc: 2.3244194984436035 (2.3478775620460506) | > loss_disc_real_0: 0.08719737082719803 (0.11002320672074954) | > loss_disc_real_1: 0.20653429627418518 (0.19901629723608494) | > loss_disc_real_2: 0.17233628034591675 (0.2143389694392681) | > loss_disc_real_3: 0.21546374261379242 (0.22488653163115183) | > loss_disc_real_4: 0.23703421652317047 (0.22692400962114334) | > loss_disc_real_5: 0.22862805426120758 (0.2205999152113994) | > loss_0: 2.3244194984436035 (2.3478775620460506) | > grad_norm_0: tensor(11.4103, device='cuda:0') (tensor(8.4619, device='cuda:0')) | > loss_gen: 2.3662381172180176 (2.4659933646519985) | > loss_kl: 1.7896567583084106 (1.8146462837855022) | > loss_feat: 7.32082986831665 (6.973840336004893) | > loss_mel: 18.0877628326416 (18.27677305539449) | > loss_duration: 2.0053205490112305 (2.090627387166023) | > loss_1: 31.569808959960938 (31.621880292892456) | > grad_norm_1: tensor(123.7768, device='cuda:0') (tensor(85.6296, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.372 (0.3577533761660258) | > loader_time: 0.003 (0.00320473313331604)  --> TIME: 2024-06-11 09:18:57 -- STEP: 49/330 -- GLOBAL_STEP: 225000 | > loss_disc: 2.336977005004883 (2.3462226244868063) | > loss_disc_real_0: 0.111734539270401 (0.11106229543077703) | > loss_disc_real_1: 0.19331710040569305 (0.1993230523503556) | > loss_disc_real_2: 0.20763356983661652 (0.2111855727069232) | > loss_disc_real_3: 0.23536203801631927 (0.22721228307607222) | > loss_disc_real_4: 0.21178819239139557 (0.22810184347386264) | > loss_disc_real_5: 0.2244635671377182 (0.22120070822384894) | > loss_0: 2.336977005004883 (2.3462226244868063) | > grad_norm_0: tensor(12.4283, device='cuda:0') (tensor(8.5935, device='cuda:0')) | > loss_gen: 2.4476685523986816 (2.4823024516202965) | > loss_kl: 1.8486427068710327 (1.8575333940739533) | > loss_feat: 6.978013038635254 (7.035687018413933) | > loss_mel: 18.39403533935547 (18.206673914072468) | > loss_duration: 1.9652421474456787 (2.0455680063792645) | > loss_1: 31.633602142333984 (31.627764760231486) | > grad_norm_1: tensor(232.2898, device='cuda:0') (tensor(99.1170, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3726 (0.365880620722868) | > loader_time: 0.0031 (0.003322664572268116) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_225000.pth  --> TIME: 2024-06-11 09:19:11 -- STEP: 74/330 -- GLOBAL_STEP: 225025 | > loss_disc: 2.305516242980957 (2.337346618239944) | > loss_disc_real_0: 0.11514681577682495 (0.11180716833552799) | > loss_disc_real_1: 0.17615196108818054 (0.19737303015348068) | > loss_disc_real_2: 0.22201475501060486 (0.21121424295612284) | > loss_disc_real_3: 0.20664261281490326 (0.22782812509182337) | > loss_disc_real_4: 0.21312551200389862 (0.22765875366088506) | > loss_disc_real_5: 0.21926182508468628 (0.2197918120670963) | > loss_0: 2.305516242980957 (2.337346618239944) | > grad_norm_0: tensor(9.7918, device='cuda:0') (tensor(11.1185, device='cuda:0')) | > loss_gen: 2.599921703338623 (2.498093124982473) | > loss_kl: 1.938616394996643 (1.8786536100748423) | > loss_feat: 7.242950439453125 (7.110760624344285) | > loss_mel: 18.597393035888672 (18.21190511858141) | > loss_duration: 1.9496161937713623 (2.029414320314254) | > loss_1: 32.32849884033203 (31.728826754801982) | > grad_norm_1: tensor(310.2438, device='cuda:0') (tensor(133.6070, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3835 (0.36689005671320735) | > loader_time: 0.0039 (0.003398718060673894)  --> TIME: 2024-06-11 09:19:21 -- STEP: 99/330 -- GLOBAL_STEP: 225050 | > loss_disc: 2.287353515625 (2.330366137051824) | > loss_disc_real_0: 0.10222435742616653 (0.11103077895111507) | > loss_disc_real_1: 0.1795792430639267 (0.19790376226107279) | > loss_disc_real_2: 0.2414657026529312 (0.21101194529822379) | > loss_disc_real_3: 0.22952041029930115 (0.2277099625630812) | > loss_disc_real_4: 0.2255835235118866 (0.22718828209120817) | > loss_disc_real_5: 0.2298634648323059 (0.21868996502775134) | > loss_0: 2.287353515625 (2.330366137051824) | > grad_norm_0: tensor(7.4546, device='cuda:0') (tensor(13.3821, device='cuda:0')) | > loss_gen: 2.549501657485962 (2.5044495409185243) | > loss_kl: 1.972811222076416 (1.8949816877191716) | > loss_feat: 7.225618839263916 (7.106103386541809) | > loss_mel: 18.573945999145508 (18.131377769239016) | > loss_duration: 2.0265588760375977 (2.028095891981414) | > loss_1: 32.34843826293945 (31.665008255929656) | > grad_norm_1: tensor(132.4544, device='cuda:0') (tensor(163.5581, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3802 (0.3690511024359501) | > loader_time: 0.0038 (0.003576782014634874)  --> TIME: 2024-06-11 09:19:31 -- STEP: 124/330 -- GLOBAL_STEP: 225075 | > loss_disc: 2.3692736625671387 (2.334172691068342) | > loss_disc_real_0: 0.11128044873476028 (0.11212562757634348) | > loss_disc_real_1: 0.1902035027742386 (0.19750611099504656) | > loss_disc_real_2: 0.1940845549106598 (0.2113059088587761) | > loss_disc_real_3: 0.19166940450668335 (0.22818949097587216) | > loss_disc_real_4: 0.19270367920398712 (0.22700287569915095) | > loss_disc_real_5: 0.18612906336784363 (0.21897376713252836) | > loss_0: 2.3692736625671387 (2.334172691068342) | > grad_norm_0: tensor(27.1267, device='cuda:0') (tensor(14.6582, device='cuda:0')) | > loss_gen: 2.5358870029449463 (2.5052409210512723) | > loss_kl: 1.7852410078048706 (1.8988064354465854) | > loss_feat: 7.091825485229492 (7.109083502523361) | > loss_mel: 18.22368621826172 (18.106944791732296) | > loss_duration: 2.0449204444885254 (2.0295988427054494) | > loss_1: 31.681560516357422 (31.6496744924976) | > grad_norm_1: tensor(350.1265, device='cuda:0') (tensor(177.3278, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.365 (0.3707817581392104) | > loader_time: 0.0039 (0.0036952207165379678)  --> TIME: 2024-06-11 09:19:40 -- STEP: 149/330 -- GLOBAL_STEP: 225100 | > loss_disc: 2.2915496826171875 (2.3398027596057656) | > loss_disc_real_0: 0.10085615515708923 (0.1133665528473438) | > loss_disc_real_1: 0.19598472118377686 (0.19775644994822125) | > loss_disc_real_2: 0.20451371371746063 (0.2122341965468938) | > loss_disc_real_3: 0.2400900423526764 (0.2284727338576477) | > loss_disc_real_4: 0.21506677567958832 (0.2277025607408293) | > loss_disc_real_5: 0.2236025482416153 (0.21931881262552014) | > loss_0: 2.2915496826171875 (2.3398027596057656) | > grad_norm_0: tensor(20.5400, device='cuda:0') (tensor(15.6423, device='cuda:0')) | > loss_gen: 2.5649702548980713 (2.4995863853685023) | > loss_kl: 1.8573206663131714 (1.9061978719378478) | > loss_feat: 7.076758861541748 (7.1068296176475165) | > loss_mel: 18.610153198242188 (18.126754504722236) | > loss_duration: 2.0589606761932373 (2.0320314528958114) | > loss_1: 32.16816329956055 (31.671399801369482) | > grad_norm_1: tensor(271.1636, device='cuda:0') (tensor(190.2703, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3707 (0.37289305981373627) | > loader_time: 0.0041 (0.003814292434077935)  --> TIME: 2024-06-11 09:19:50 -- STEP: 174/330 -- GLOBAL_STEP: 225125 | > loss_disc: 2.282555103302002 (2.337437002138159) | > loss_disc_real_0: 0.10839033871889114 (0.11326947615578256) | > loss_disc_real_1: 0.18362155556678772 (0.19796142478783926) | > loss_disc_real_2: 0.1869628131389618 (0.21160168997172651) | > loss_disc_real_3: 0.20522983372211456 (0.22867238958334102) | > loss_disc_real_4: 0.20525000989437103 (0.22806731936917907) | > loss_disc_real_5: 0.17711728811264038 (0.2191208368060232) | > loss_0: 2.282555103302002 (2.337437002138159) | > grad_norm_0: tensor(22.8875, device='cuda:0') (tensor(16.4642, device='cuda:0')) | > loss_gen: 2.3752188682556152 (2.50201297217402) | > loss_kl: 1.999961256980896 (1.9103773976194447) | > loss_feat: 7.295224189758301 (7.126796842991621) | > loss_mel: 18.475971221923828 (18.120950161725624) | > loss_duration: 2.1290221214294434 (2.036037313527076) | > loss_1: 32.27539825439453 (31.6961746763909) | > grad_norm_1: tensor(342.6918, device='cuda:0') (tensor(201.4933, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3727 (0.3739449539403806) | > loader_time: 0.0044 (0.003907029656158097)  --> TIME: 2024-06-11 09:20:00 -- STEP: 199/330 -- GLOBAL_STEP: 225150 | > loss_disc: 2.329789161682129 (2.3389103029241505) | > loss_disc_real_0: 0.23527316749095917 (0.11389718504257537) | > loss_disc_real_1: 0.21907757222652435 (0.1987546125249048) | > loss_disc_real_2: 0.23156754672527313 (0.2121650205185665) | > loss_disc_real_3: 0.22539442777633667 (0.22817388933208121) | > loss_disc_real_4: 0.24533456563949585 (0.22754336706357986) | > loss_disc_real_5: 0.21075165271759033 (0.21911411024817268) | > loss_0: 2.329789161682129 (2.3389103029241505) | > grad_norm_0: tensor(74.0951, device='cuda:0') (tensor(19.2125, device='cuda:0')) | > loss_gen: 2.5872201919555664 (2.5090769307697225) | > loss_kl: 1.921270728111267 (1.9168399961749514) | > loss_feat: 6.937171936035156 (7.14309605401964) | > loss_mel: 18.135530471801758 (18.089234625274802) | > loss_duration: 2.1615171432495117 (2.0436668887210274) | > loss_1: 31.74271011352539 (31.701914485375486) | > grad_norm_1: tensor(418.7184, device='cuda:0') (tensor(217.7429, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3886 (0.3759041395618688) | > loader_time: 0.0045 (0.004009446906084991)  --> TIME: 2024-06-11 09:20:10 -- STEP: 224/330 -- GLOBAL_STEP: 225175 | > loss_disc: 2.3715507984161377 (2.343064890376159) | > loss_disc_real_0: 0.15650945901870728 (0.11423382161384714) | > loss_disc_real_1: 0.1650860458612442 (0.19896093782569682) | > loss_disc_real_2: 0.23940423130989075 (0.21246078217934286) | > loss_disc_real_3: 0.23898302018642426 (0.2286324654040592) | > loss_disc_real_4: 0.19805532693862915 (0.22752460817407286) | > loss_disc_real_5: 0.2376650869846344 (0.21975811457793623) | > loss_0: 2.3715507984161377 (2.343064890376159) | > grad_norm_0: tensor(30.8210, device='cuda:0') (tensor(21.7799, device='cuda:0')) | > loss_gen: 2.7382748126983643 (2.5154886192509096) | > loss_kl: 1.85153067111969 (1.918468751013279) | > loss_feat: 7.444169521331787 (7.15831975213119) | > loss_mel: 18.124467849731445 (18.04240480491093) | > loss_duration: 2.146968364715576 (2.050622943256586) | > loss_1: 32.30541229248047 (31.685304854597366) | > grad_norm_1: tensor(182.3545, device='cuda:0') (tensor(234.3666, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.3984 (0.37890809561525074) | > loader_time: 0.0052 (0.00412444238151823)  --> TIME: 2024-06-11 09:20:21 -- STEP: 249/330 -- GLOBAL_STEP: 225200 | > loss_disc: 2.293574571609497 (2.343795997550689) | > loss_disc_real_0: 0.12479591369628906 (0.11585043411118438) | > loss_disc_real_1: 0.21950984001159668 (0.19928289471141786) | > loss_disc_real_2: 0.22709761559963226 (0.212598299525349) | > loss_disc_real_3: 0.24209409952163696 (0.22840660337702817) | > loss_disc_real_4: 0.2809617221355438 (0.22729396353284997) | > loss_disc_real_5: 0.2225007712841034 (0.21926508951618007) | > loss_0: 2.293574571609497 (2.343795997550689) | > grad_norm_0: tensor(7.6913, device='cuda:0') (tensor(22.5196, device='cuda:0')) | > loss_gen: 2.6468493938446045 (2.5153685899144667) | > loss_kl: 1.876052975654602 (1.9176262119208953) | > loss_feat: 7.338957786560059 (7.158234416241626) | > loss_mel: 18.20098304748535 (18.01493877579409) | > loss_duration: 2.1124985218048096 (2.058259683440491) | > loss_1: 32.17533874511719 (31.664427638532647) | > grad_norm_1: tensor(246.4911, device='cuda:0') (tensor(241.4848, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.4239 (0.3826859772923481) | > loader_time: 0.0053 (0.004243841132964479)  --> TIME: 2024-06-11 09:20:32 -- STEP: 274/330 -- GLOBAL_STEP: 225225 | > loss_disc: 2.444303512573242 (2.343448319574342) | > loss_disc_real_0: 0.18334491550922394 (0.11644711999399383) | > loss_disc_real_1: 0.22716018557548523 (0.19953387812541348) | > loss_disc_real_2: 0.23597323894500732 (0.21244265519789535) | > loss_disc_real_3: 0.25334274768829346 (0.22812971391164477) | > loss_disc_real_4: 0.2641362249851227 (0.22746734239541702) | > loss_disc_real_5: 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(0.19931117776644264) | > loss_disc_real_2: 0.2297516018152237 (0.21309733435661096) | > loss_disc_real_3: 0.2229476124048233 (0.22778264879183627) | > loss_disc_real_4: 0.20626181364059448 (0.226860947682706) | > loss_disc_real_5: 0.18369771540164948 (0.21841774641670103) | > loss_0: 2.3375253677368164 (2.343047425898422) | > grad_norm_0: tensor(77.4927, device='cuda:0') (tensor(23.6704, device='cuda:0')) | > loss_gen: 2.578108787536621 (2.5116847757511707) | > loss_kl: 2.021775722503662 (1.9196967201488073) | > loss_feat: 6.918182849884033 (7.1898875045138455) | > loss_mel: 17.323530197143555 (17.925170435953294) | > loss_duration: 2.2293477058410645 (2.0760242946969254) | > loss_1: 31.070945739746094 (31.62246370475029) | > grad_norm_1: tensor(183.7638, device='cuda:0') (tensor(253.8311, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.4725 (0.39553891535985436) | > loader_time: 0.0065 (0.004630233930504844)  --> TIME: 2024-06-11 09:20:58 -- STEP: 324/330 -- GLOBAL_STEP: 225275 | > loss_disc: 2.3871078491210938 (2.349489933178749) | > loss_disc_real_0: 0.1382404863834381 (0.11828403971675369) | > loss_disc_real_1: 0.1770293414592743 (0.20060348533737793) | > loss_disc_real_2: 0.16494864225387573 (0.21337608004241815) | > loss_disc_real_3: 0.17716994881629944 (0.2279345207836157) | > loss_disc_real_4: 0.21326635777950287 (0.22722973269812854) | > loss_disc_real_5: 0.16062048077583313 (0.21877227847774816) | > loss_0: 2.3871078491210938 (2.349489933178749) | > grad_norm_0: tensor(16.1995, device='cuda:0') (tensor(25.1329, device='cuda:0')) | > loss_gen: 2.351574420928955 (2.514696595109539) | > loss_kl: 2.0611987113952637 (1.922954054158411) | > loss_feat: 9.14488410949707 (7.247971690731284) | > loss_mel: 17.97364044189453 (17.885051588953267) | > loss_duration: 2.2833220958709717 (2.0899526984603343) | > loss_1: 33.81462097167969 (31.66062661159186) | > grad_norm_1: tensor(259.2199, device='cuda:0') (tensor(267.4786, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.5783 (0.4066952481681918) | > loader_time: 0.009 (0.004884715433473945)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.577625036239624 (2.577625036239624) | > loss_disc_real_0: 0.11065174639225006 (0.11065174639225006) | > loss_disc_real_1: 0.23277604579925537 (0.23277604579925537) | > loss_disc_real_2: 0.31367695331573486 (0.31367695331573486) | > loss_disc_real_3: 0.28834888339042664 (0.28834888339042664) | > loss_disc_real_4: 0.2797051966190338 (0.2797051966190338) | > loss_disc_real_5: 0.2713567912578583 (0.2713567912578583) | > loss_0: 2.577625036239624 (2.577625036239624) | > loss_gen: 2.5107998847961426 (2.5107998847961426) | > loss_kl: 2.1372387409210205 (2.1372387409210205) | > loss_feat: 6.123583793640137 (6.123583793640137) | > loss_mel: 16.66679573059082 (16.66679573059082) | > loss_duration: 2.9409942626953125 (2.9409942626953125) | > loss_1: 30.379411697387695 (30.379411697387695)  --> STEP: 1 | > loss_disc: 2.3546547889709473 (2.3546547889709473) | > loss_disc_real_0: 0.14446356892585754 (0.14446356892585754) | > loss_disc_real_1: 0.1511709839105606 (0.1511709839105606) | > loss_disc_real_2: 0.2296917587518692 (0.2296917587518692) | > loss_disc_real_3: 0.2524794042110443 (0.2524794042110443) | > loss_disc_real_4: 0.24948960542678833 (0.24948960542678833) | > loss_disc_real_5: 0.23545372486114502 (0.23545372486114502) | > loss_0: 2.3546547889709473 (2.3546547889709473) | > loss_gen: 2.377742290496826 (2.377742290496826) | > loss_kl: 2.5639150142669678 (2.5639150142669678) | > loss_feat: 6.438808441162109 (6.438808441162109) | > loss_mel: 18.661483764648438 (18.661483764648438) | > loss_duration: 2.393554210662842 (2.393554210662842) | > loss_1: 32.43550491333008 (32.43550491333008)  --> STEP: 2 | > loss_disc: 2.32443904876709 (2.3395469188690186) | > loss_disc_real_0: 0.21323269605636597 (0.17884813249111176) | > loss_disc_real_1: 0.1792677342891693 (0.16521935909986496) | > loss_disc_real_2: 0.2963410019874573 (0.26301638036966324) | > loss_disc_real_3: 0.313783198595047 (0.28313130140304565) | > loss_disc_real_4: 0.258518248796463 (0.25400392711162567) | > loss_disc_real_5: 0.30473828315734863 (0.2700960040092468) | > loss_0: 2.32443904876709 (2.3395469188690186) | > loss_gen: 3.212231159210205 (2.7949867248535156) | > loss_kl: 2.838789939880371 (2.7013524770736694) | > loss_feat: 6.527194976806641 (6.483001708984375) | > loss_mel: 19.503557205200195 (19.082520484924316) | > loss_duration: 2.5258309841156006 (2.459692597389221) | > loss_1: 34.607601165771484 (33.52155303955078)  --> STEP: 3 | > loss_disc: 2.2118067741394043 (2.296966870625814) | > loss_disc_real_0: 0.16998177766799927 (0.1758926808834076) | > loss_disc_real_1: 0.19796784222126007 (0.17613552014033) | > loss_disc_real_2: 0.19960744678974152 (0.241880069176356) | > loss_disc_real_3: 0.20578444004058838 (0.25734901428222656) | > loss_disc_real_4: 0.23797361552715302 (0.24866048991680145) | > loss_disc_real_5: 0.3012617230415344 (0.28048457702000934) | > loss_0: 2.2118067741394043 (2.296966870625814) | > loss_gen: 2.787663698196411 (2.792545715967814) | > loss_kl: 2.999269485473633 (2.8006581465403237) | > loss_feat: 7.210338592529297 (6.725447336832683) | > loss_mel: 19.7598876953125 (19.30830955505371) | > loss_duration: 2.2986044883728027 (2.405996561050415) | > loss_1: 35.055763244628906 (34.03295644124349)  --> STEP: 4 | > loss_disc: 2.4366190433502197 (2.3318799138069153) | > loss_disc_real_0: 0.167166605591774 (0.1737111620604992) | > loss_disc_real_1: 0.17182815074920654 (0.17505867779254913) | > loss_disc_real_2: 0.2727110981941223 (0.24958782643079758) | > loss_disc_real_3: 0.28463757038116455 (0.26417115330696106) | > loss_disc_real_4: 0.2321290224790573 (0.24452762305736542) | > loss_disc_real_5: 0.20470987260341644 (0.26154090091586113) | > loss_0: 2.4366190433502197 (2.3318799138069153) | > loss_gen: 2.6061453819274902 (2.745945632457733) | > loss_kl: 2.629173755645752 (2.757787048816681) | > loss_feat: 7.268065452575684 (6.861101865768433) | > loss_mel: 16.366071701049805 (18.572750091552734) | > loss_duration: 2.239586591720581 (2.3643940687179565) | > loss_1: 31.10904312133789 (33.30197811126709)  --> STEP: 5 | > loss_disc: 2.366978406906128 (2.338899612426758) | > loss_disc_real_0: 0.1991540491580963 (0.17879973948001862) | > loss_disc_real_1: 0.2635200619697571 (0.19275095462799072) | > loss_disc_real_2: 0.24091675877571106 (0.24785361289978028) | > loss_disc_real_3: 0.23321497440338135 (0.2579799175262451) | > loss_disc_real_4: 0.23493947088718414 (0.24260999262332916) | > loss_disc_real_5: 0.19712714850902557 (0.24865815043449402) | > loss_0: 2.366978406906128 (2.338899612426758) | > loss_gen: 2.8582983016967773 (2.768416166305542) | > loss_kl: 2.036853075027466 (2.613600254058838) | > loss_feat: 5.757664203643799 (6.6404143333435055) | > loss_mel: 19.599498748779297 (18.778099822998048) | > loss_duration: 2.4014086723327637 (2.371796989440918) | > loss_1: 32.653724670410156 (33.1723274230957)  --> STEP: 6 | > loss_disc: 2.3376262187957764 (2.3386873801549277) | > loss_disc_real_0: 0.16077569127082825 (0.17579573144515356) | > loss_disc_real_1: 0.2165963053703308 (0.19672517975171408) | > loss_disc_real_2: 0.25239598751068115 (0.24861067533493042) | > loss_disc_real_3: 0.27212342619895935 (0.2603371689716975) | > loss_disc_real_4: 0.2887093722820282 (0.25029322256644565) | > loss_disc_real_5: 0.23003366589546204 (0.24555406967798868) | > loss_0: 2.3376262187957764 (2.3386873801549277) | > loss_gen: 2.6381781101226807 (2.7467098236083984) | > loss_kl: 2.6747655868530273 (2.6237944761912027) | > loss_feat: 5.050148963928223 (6.375370105107625) | > loss_mel: 19.07594108581543 (18.82774003346761) | > loss_duration: 2.169027805328369 (2.3380021254221597) | > loss_1: 31.608060836791992 (32.91161632537842)  --> STEP: 7 | > loss_disc: 2.642334222793579 (2.3820655005318776) | > loss_disc_real_0: 0.2011098861694336 (0.17941203926290786) | > loss_disc_real_1: 0.23012253642082214 (0.2014962307044438) | > loss_disc_real_2: 0.3677001893520355 (0.26562346305165974) | > loss_disc_real_3: 0.2991776764392853 (0.2658858128956386) | > loss_disc_real_4: 0.2862422466278076 (0.2554287974323545) | > loss_disc_real_5: 0.3425479531288147 (0.2594103387423924) | > loss_0: 2.642334222793579 (2.3820655005318776) | > loss_gen: 2.8316242694854736 (2.7588404587336948) | > loss_kl: 3.95406174659729 (2.8138326576777866) | > loss_feat: 5.155763626098633 (6.201140608106341) | > loss_mel: 15.782567977905273 (18.392715454101562) | > loss_duration: 2.531188488006592 (2.3656001772199358) | > loss_1: 30.255207061767578 (32.53212928771973)  --> STEP: 8 | > loss_disc: 2.5916905403137207 (2.408268630504608) | > loss_disc_real_0: 0.28560125827789307 (0.192685691639781) | > loss_disc_real_1: 0.2438502311706543 (0.2067904807627201) | > loss_disc_real_2: 0.2981753647327423 (0.26969245076179504) | > loss_disc_real_3: 0.2895616888999939 (0.268845297396183) | > loss_disc_real_4: 0.23796354234218597 (0.25324564054608345) | > loss_disc_real_5: 0.29193517565727234 (0.2634759433567524) | > loss_0: 2.5916905403137207 (2.408268630504608) | > loss_gen: 2.6289753913879395 (2.7426073253154755) | > loss_kl: 3.0943069458007812 (2.848891943693161) | > loss_feat: 5.913832664489746 (6.165227115154266) | > loss_mel: 19.32126808166504 (18.508784532546997) | > loss_duration: 2.218766927719116 (2.3472460210323334) | > loss_1: 33.177146911621094 (32.6127564907074)  --> STEP: 9 | > loss_disc: 2.266075849533081 (2.392469432618883) | > loss_disc_real_0: 0.21137213706970215 (0.1947619633542167) | > loss_disc_real_1: 0.192668154835701 (0.20522133343749577) | > loss_disc_real_2: 0.22742362320423126 (0.26499591436651015) | > loss_disc_real_3: 0.25123146176338196 (0.26688820454809403) | > loss_disc_real_4: 0.2700314223766327 (0.2551107274161445) | > loss_disc_real_5: 0.25112855434417725 (0.26210401124424404) | > loss_0: 2.266075849533081 (2.392469432618883) | > loss_gen: 3.0630838871002197 (2.778215832180447) | > loss_kl: 2.404926300048828 (2.7995624277326794) | > loss_feat: 11.20540714263916 (6.725247118208143) | > loss_mel: 19.72159194946289 (18.64354091220432) | > loss_duration: 2.1822025775909424 (2.3289078606499567) | > loss_1: 38.57720947265625 (33.275473488701714)  --> STEP: 10 | > loss_disc: 2.9643325805664062 (2.4496557474136353) | > loss_disc_real_0: 0.27769047021865845 (0.20305481404066086) | > loss_disc_real_1: 0.27870699763298035 (0.21256989985704422) | > loss_disc_real_2: 0.3814167082309723 (0.2766379937529564) | > loss_disc_real_3: 0.3489304482936859 (0.2750924289226532) | > loss_disc_real_4: 0.41401466727256775 (0.2710011214017868) | > loss_disc_real_5: 0.3905814290046692 (0.27495175302028657) | > loss_0: 2.9643325805664062 (2.4496557474136353) | > loss_gen: 2.806607961654663 (2.781055045127869) | > loss_kl: 2.6465203762054443 (2.784258222579956) | > loss_feat: 3.8197126388549805 (6.434693670272827) | > loss_mel: 14.809167861938477 (18.260103607177733) | > loss_duration: 2.3532791137695312 (2.331344985961914) | > loss_1: 26.43528938293457 (32.591455078125)  --> STEP: 11 | > loss_disc: 2.575495719909668 (2.4610957449132744) | > loss_disc_real_0: 0.2558179497718811 (0.20785146274349905) | > loss_disc_real_1: 0.19357696175575256 (0.21084326912056317) | > loss_disc_real_2: 0.32044753432273865 (0.28062067925930023) | > loss_disc_real_3: 0.30820077657699585 (0.2781022787094116) | > loss_disc_real_4: 0.2925114929676056 (0.27295660972595215) | > loss_disc_real_5: 0.24337278306484222 (0.2720809375697916) | > loss_0: 2.575495719909668 (2.4610957449132744) | > loss_gen: 2.680154800415039 (2.7718822956085205) | > loss_kl: 2.6328647136688232 (2.7704951763153076) | > loss_feat: 6.026533126831055 (6.397588166323575) | > loss_mel: 16.715900421142578 (18.119721499356356) | > loss_duration: 2.463919162750244 (2.343397183851762) | > loss_1: 30.519371032714844 (32.40308380126953)  --> STEP: 12 | > loss_disc: 2.4643216133117676 (2.4613645672798157) | > loss_disc_real_0: 0.240047425031662 (0.21053445960084596) | > loss_disc_real_1: 0.2011605054140091 (0.210036372145017) | > loss_disc_real_2: 0.22560228407382965 (0.27603581299384433) | > loss_disc_real_3: 0.3009190261363983 (0.2800036743283272) | > loss_disc_real_4: 0.2570483088493347 (0.271630917986234) | > loss_disc_real_5: 0.2723352313041687 (0.27210212871432304) | > loss_0: 2.4643216133117676 (2.4613645672798157) | > loss_gen: 2.7616360187530518 (2.771028439203898) | > loss_kl: 3.0317506790161133 (2.7922664682070413) | > loss_feat: 5.945112705230713 (6.35988187789917) | > loss_mel: 18.639554977416992 (18.16304095586141) | > loss_duration: 2.294649124145508 (2.3393348455429077) | > loss_1: 32.672706604003906 (32.42555236816406)  --> STEP: 13 | > loss_disc: 2.3265442848205566 (2.450993776321411) | > loss_disc_real_0: 0.11410351097583771 (0.2031166943219992) | > loss_disc_real_1: 0.2057766318321228 (0.2097086998132559) | > loss_disc_real_2: 0.22357799112796783 (0.27200059592723846) | > loss_disc_real_3: 0.2856425940990448 (0.2804374373876132) | > loss_disc_real_4: 0.2661755681037903 (0.2712112756875845) | > loss_disc_real_5: 0.22619487345218658 (0.2685708013864664) | > loss_0: 2.3265442848205566 (2.450993776321411) | > loss_gen: 2.538736581802368 (2.753159834788396) | > loss_kl: 2.4514389038085938 (2.7660489632533145) | > loss_feat: 6.13814115524292 (6.342824899233305) | > loss_mel: 15.159162521362305 (17.931973383976864) | > loss_duration: 2.2262039184570312 (2.3306324665363016) | > loss_1: 28.513683319091797 (32.124639364389274)  --> STEP: 14 | > loss_disc: 2.368710994720459 (2.445116434778486) | > loss_disc_real_0: 0.17419114708900452 (0.2010505838053567) | > loss_disc_real_1: 0.21032270789146423 (0.2097525575331279) | > loss_disc_real_2: 0.3124030828475952 (0.2748864878501211) | > loss_disc_real_3: 0.2991904318332672 (0.2817769369908742) | > loss_disc_real_4: 0.2434631735086441 (0.2692292683890888) | > loss_disc_real_5: 0.21185287833213806 (0.2645195211683001) | > loss_0: 2.368710994720459 (2.445116434778486) | > loss_gen: 2.8529951572418213 (2.7602909292493547) | > loss_kl: 3.453948974609375 (2.815184678350176) | > loss_feat: 7.513029098510742 (6.426410913467407) | > loss_mel: 19.224960327148438 (18.024329594203405) | > loss_duration: 2.403080463409424 (2.3358073234558105) | > loss_1: 35.44801330566406 (32.36202321733747)  --> STEP: 15 | > loss_disc: 2.5212912559509277 (2.450194756189982) | > loss_disc_real_0: 0.2475050687789917 (0.2041475494702657) | > loss_disc_real_1: 0.2811284065246582 (0.2145109474658966) | > loss_disc_real_2: 0.295764297246933 (0.27627834180990857) | > loss_disc_real_3: 0.2852906882762909 (0.2820111870765686) | > loss_disc_real_4: 0.2532939314842224 (0.268166912595431) | > loss_disc_real_5: 0.23172627389431 (0.2623333046833674) | > loss_0: 2.5212912559509277 (2.450194756189982) | > loss_gen: 2.7334351539611816 (2.7585005442301433) | > loss_kl: 3.3443312644958496 (2.8504611174265544) | > loss_feat: 8.454297065734863 (6.561603323618571) | > loss_mel: 17.946517944335938 (18.019142150878906) | > loss_duration: 2.3701870441436768 (2.338099304835002) | > loss_1: 34.8487663269043 (32.52780609130859)  --> STEP: 16 | > loss_disc: 2.7387278079986572 (2.4682280719280243) | > loss_disc_real_0: 0.23057007789611816 (0.20579895749688148) | > loss_disc_real_1: 0.1713818609714508 (0.21181537955999374) | > loss_disc_real_2: 0.32169538736343384 (0.2791169071570039) | > loss_disc_real_3: 0.33891305327415466 (0.28556755371391773) | > loss_disc_real_4: 0.2940555810928345 (0.2697849543765187) | > loss_disc_real_5: 0.26368269324302673 (0.2624176414683461) | > loss_0: 2.7387278079986572 (2.4682280719280243) | > loss_gen: 2.370593547821045 (2.7342563569545746) | > loss_kl: 2.783961772918701 (2.8463049083948135) | > loss_feat: 5.787708759307861 (6.513234913349152) | > loss_mel: 19.04234504699707 (18.08309233188629) | > loss_duration: 2.401383876800537 (2.3420545905828476) | > loss_1: 32.38599395751953 (32.51894283294678)  --> STEP: 17 | > loss_disc: 2.3571577072143555 (2.4616945210625145) | > loss_disc_real_0: 0.1736934930086136 (0.20391040076227748) | > loss_disc_real_1: 0.2342989146709442 (0.2131379404488732) | > loss_disc_real_2: 0.29611706733703613 (0.2801169165793587) | > loss_disc_real_3: 0.32793307304382324 (0.28805964308626514) | > loss_disc_real_4: 0.26966291666030884 (0.2697777756873299) | > loss_disc_real_5: 0.26581212878227234 (0.2626173171926947) | > loss_0: 2.3571577072143555 (2.4616945210625145) | > loss_gen: 2.950137138366699 (2.7469552264494053) | > loss_kl: 1.841015100479126 (2.787170213811538) | > loss_feat: 5.851847171783447 (6.474329752080581) | > loss_mel: 15.500447273254395 (17.931172034319708) | > loss_duration: 2.3891334533691406 (2.3448239354526295) | > loss_1: 28.532581329345703 (32.284450979793775)  --> STEP: 18 | > loss_disc: 2.0147287845611572 (2.4368630912568836) | > loss_disc_real_0: 0.0897090956568718 (0.19756588381197718) | > loss_disc_real_1: 0.16264721751213074 (0.21033290028572083) | > loss_disc_real_2: 0.1904105395078659 (0.2751332289642758) | > loss_disc_real_3: 0.20394453406333923 (0.28338658147388035) | > loss_disc_real_4: 0.20307818055152893 (0.26607224262422985) | > loss_disc_real_5: 0.208157479763031 (0.2595917706688245) | > loss_0: 2.0147287845611572 (2.4368630912568836) | > loss_gen: 2.950153350830078 (2.7582440111372204) | > loss_kl: 2.5022969245910645 (2.7713439199659557) | > loss_feat: 11.330124855041504 (6.744096146689521) | > loss_mel: 19.973852157592773 (18.044654263390434) | > loss_duration: 2.235769748687744 (2.338765369521247) | > loss_1: 38.9921989440918 (32.657103644477)  --> STEP: 19 | > loss_disc: 2.579110622406006 (2.4443498034226265) | > loss_disc_real_0: 0.19486895203590393 (0.19742394003428912) | > loss_disc_real_1: 0.2866361141204834 (0.21434885890860306) | > loss_disc_real_2: 0.24415817856788635 (0.2735029631539395) | > loss_disc_real_3: 0.2921369969844818 (0.28384712965864883) | > loss_disc_real_4: 0.22689731419086456 (0.26401040428563166) | > loss_disc_real_5: 0.31111475825309753 (0.26230350685747045) | > loss_0: 2.579110622406006 (2.4443498034226265) | > loss_gen: 2.5729258060455322 (2.748490421395553) | > loss_kl: 1.8553909063339233 (2.7231358666169014) | > loss_feat: 6.225833415985107 (6.716819160862973) | > loss_mel: 17.076963424682617 (17.993723166616338) | > loss_duration: 2.2931084632873535 (2.3363623744563053) | > loss_1: 30.024221420288086 (32.518530895835475)  --> STEP: 20 | > loss_disc: 2.4719772338867188 (2.4457311749458315) | > loss_disc_real_0: 0.17182177305221558 (0.19614383168518543) | > loss_disc_real_1: 0.20832763612270355 (0.2140477977693081) | > loss_disc_real_2: 0.31648150086402893 (0.27565189003944396) | > loss_disc_real_3: 0.2975466847419739 (0.2845321074128151) | > loss_disc_real_4: 0.270233154296875 (0.2643215417861938) | > loss_disc_real_5: 0.2631126046180725 (0.26234396174550056) | > loss_0: 2.4719772338867188 (2.4457311749458315) | > loss_gen: 2.722598075866699 (2.7471958041191105) | > loss_kl: 2.43512225151062 (2.7087351858615873) | > loss_feat: 6.526298522949219 (6.707293128967285) | > loss_mel: 18.189014434814453 (18.003487730026244) | > loss_duration: 2.319566249847412 (2.3355225682258607) | > loss_1: 32.19260025024414 (32.50223436355591)  --> STEP: 21 | > loss_disc: 2.2443790435791016 (2.4361429782140824) | > loss_disc_real_0: 0.1056491956114769 (0.19183456330072313) | > loss_disc_real_1: 0.15369904041290283 (0.21117404741900309) | > loss_disc_real_2: 0.2462286353111267 (0.2742507826714289) | > loss_disc_real_3: 0.2439206838607788 (0.28259823010081336) | > loss_disc_real_4: 0.30140218138694763 (0.26608728652908686) | > loss_disc_real_5: 0.28218725323677063 (0.263288880387942) | > loss_0: 2.2443790435791016 (2.4361429782140824) | > loss_gen: 2.6740434169769287 (2.74371235711234) | > loss_kl: 3.0322461128234863 (2.7241404680978683) | > loss_feat: 6.020291328430176 (6.674578757513137) | > loss_mel: 17.939786911010742 (18.000454357692174) | > loss_duration: 2.184575080871582 (2.3283345926375616) | > loss_1: 31.85094451904297 (32.47122056143625)  --> STEP: 22 | > loss_disc: 2.415996551513672 (2.435227231545882) | > loss_disc_real_0: 0.18172740936279297 (0.19137514721263538) | > loss_disc_real_1: 0.13939237594604492 (0.20791124417023224) | > loss_disc_real_2: 0.25729647278785706 (0.2734801322221756) | > loss_disc_real_3: 0.3017664849758148 (0.2834695144133134) | > loss_disc_real_4: 0.25067147612571716 (0.26538656787438825) | > loss_disc_real_5: 0.24934625625610352 (0.2626551247455857) | > loss_0: 2.415996551513672 (2.435227231545882) | > loss_gen: 2.6750710010528564 (2.740592295473273) | > loss_kl: 2.7146337032318115 (2.7237083424221384) | > loss_feat: 6.143583297729492 (6.650442600250244) | > loss_mel: 18.566404342651367 (18.026179357008502) | > loss_duration: 2.203850746154785 (2.3226762359792534) | > loss_1: 32.30354309082031 (32.46359885822643)  --> STEP: 23 | > loss_disc: 2.3201096057891846 (2.4302221173825473) | > loss_disc_real_0: 0.23292730748653412 (0.19318176287671793) | > loss_disc_real_1: 0.23295018076896667 (0.20899989358756854) | > loss_disc_real_2: 0.17811748385429382 (0.26933393011922424) | > loss_disc_real_3: 0.2144242823123932 (0.2804675478002299) | > loss_disc_real_4: 0.22917157411575317 (0.26381200292836066) | > loss_disc_real_5: 0.30507025122642517 (0.2644992606795352) | > loss_0: 2.3201096057891846 (2.4302221173825473) | > loss_gen: 2.7785120010375977 (2.7422409783238955) | > loss_kl: 2.4460723400115967 (2.71163721188255) | > loss_feat: 6.390528202056885 (6.639141974241837) | > loss_mel: 18.582887649536133 (18.050384065379266) | > loss_duration: 2.3110909461975098 (2.3221725277278735) | > loss_1: 32.509090423583984 (32.465576752372414)  --> STEP: 24 | > loss_disc: 2.5017714500427246 (2.4332033395767216) | > loss_disc_real_0: 0.16950136423110962 (0.1921950795998176) | > loss_disc_real_1: 0.16633924841880798 (0.20722236670553684) | > loss_disc_real_2: 0.3671334683895111 (0.2734089108804862) | > loss_disc_real_3: 0.3329741060733795 (0.2826553210616111) | > loss_disc_real_4: 0.3027353286743164 (0.26543380816777545) | > loss_disc_real_5: 0.2675783038139343 (0.2646275541434685) | > loss_0: 2.5017714500427246 (2.4332033395767216) | > loss_gen: 2.7915947437286377 (2.7442973852157597) | > loss_kl: 2.3720898628234863 (2.6974894056717553) | > loss_feat: 4.867592811584473 (6.56532742579778) | > loss_mel: 17.905376434326172 (18.044342080752052) | > loss_duration: 2.449052333831787 (2.3274591863155365) | > loss_1: 30.38570785522461 (32.37891554832459)  --> STEP: 25 | > loss_disc: 2.305816650390625 (2.428107872009278) | > loss_disc_real_0: 0.18690648674964905 (0.19198353588581085) | > loss_disc_real_1: 0.14623816311359406 (0.20478299856185914) | > loss_disc_real_2: 0.24026088416576385 (0.27208298981189727) | > loss_disc_real_3: 0.2779026925563812 (0.2824652159214019) | > loss_disc_real_4: 0.2706257104873657 (0.26564148426055906) | > loss_disc_real_5: 0.2200467437505722 (0.26284432172775263) | > loss_0: 2.305816650390625 (2.428107872009278) | > loss_gen: 2.7381348609924316 (2.7440508842468265) | > loss_kl: 2.3829152584075928 (2.684906439781189) | > loss_feat: 6.638858318328857 (6.568268661499023) | > loss_mel: 17.202959060668945 (18.01068675994873) | > loss_duration: 2.3839638233184814 (2.329719371795654) | > loss_1: 31.346830368041992 (32.33763214111329)  --> STEP: 26 | > loss_disc: 2.572441816329956 (2.4336591775600733) | > loss_disc_real_0: 0.13292460143566132 (0.18971203840695894) | > loss_disc_real_1: 0.10577522963285446 (0.2009750074492051) | > loss_disc_real_2: 0.231568843126297 (0.27052475340091264) | > loss_disc_real_3: 0.19628514349460602 (0.27915059775114054) | > loss_disc_real_4: 0.16611087322235107 (0.2618133838360126) | > loss_disc_real_5: 0.24632123112678528 (0.26220881824310005) | > loss_0: 2.572441816329956 (2.4336591775600733) | > loss_gen: 1.9630980491638184 (2.714014236743634) | > loss_kl: 2.439762830734253 (2.67547783943323) | > loss_feat: 12.978096008300781 (6.8148004825298605) | > loss_mel: 12.771928787231445 (17.809196068690373) | > loss_duration: 2.3214163780212402 (2.3294000258812533) | > loss_1: 32.47430419921875 (32.342888758732734) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025062377636249243 (+2.178779015174232e-05) | > avg_loss_disc: 2.4336591775600733 (-0.010376911896925023) | > avg_loss_disc_real_0: 0.18971203840695894 (+0.05655204218167528) | > avg_loss_disc_real_1: 0.2009750074492051 (-0.07506034093407482) | > avg_loss_disc_real_2: 0.27052475340091264 (+0.059636220909081966) | > avg_loss_disc_real_3: 0.27915059775114054 (+0.011535920202732086) | > avg_loss_disc_real_4: 0.2618133838360126 (+0.02809103234456134) | > avg_loss_disc_real_5: 0.26220881824310005 (+0.02949073509528083) | > avg_loss_0: 2.4336591775600733 (-0.010376911896925023) | > avg_loss_gen: 2.714014236743634 (+0.2678220088665313) | > avg_loss_kl: 2.67547783943323 (+0.01652325575168323) | > avg_loss_feat: 6.8148004825298605 (-0.16838066394512463) | > avg_loss_mel: 17.809196068690373 (-0.6174053045419541) | > avg_loss_duration: 2.3294000258812533 (+0.006220074800344033) | > avg_loss_1: 32.342888758732734 (-0.49522040440484716)  > EPOCH: 416/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:21:21)   --> TIME: 2024-06-11 09:21:29 -- STEP: 19/330 -- GLOBAL_STEP: 225300 | > loss_disc: 2.282132625579834 (2.341430927577772) | > loss_disc_real_0: 0.15057319402694702 (0.11074477943934892) | > loss_disc_real_1: 0.19367264211177826 (0.20470814877434781) | > loss_disc_real_2: 0.2088034451007843 (0.21864674828554453) | > loss_disc_real_3: 0.22577403485774994 (0.22890333517601616) | > loss_disc_real_4: 0.206287682056427 (0.22750743047187202) | > loss_disc_real_5: 0.2312304973602295 (0.222603252059535) | > loss_0: 2.282132625579834 (2.341430927577772) | > grad_norm_0: tensor(7.9849, device='cuda:0') (tensor(13.6578, device='cuda:0')) | > loss_gen: 2.571164608001709 (2.5013695265117444) | > loss_kl: 1.7633907794952393 (1.8739261313488609) | > loss_feat: 7.963606834411621 (7.016892056716116) | > loss_mel: 18.988096237182617 (18.492780083104183) | > loss_duration: 1.9977588653564453 (2.1068995877316126) | > loss_1: 33.284019470214844 (31.991867065429688) | > grad_norm_1: tensor(286.2212, device='cuda:0') (tensor(172.3996, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.3612 (0.3687335942920886) | > loader_time: 0.0036 (0.0033559548227410567)  --> TIME: 2024-06-11 09:21:39 -- STEP: 44/330 -- GLOBAL_STEP: 225325 | > loss_disc: 2.3097901344299316 (2.3232920278202407) | > loss_disc_real_0: 0.09777931123971939 (0.10925705967978995) | > loss_disc_real_1: 0.22478613257408142 (0.2022180211814967) | > loss_disc_real_2: 0.1847860962152481 (0.21397676251151346) | > loss_disc_real_3: 0.21805278956890106 (0.22539766336029227) | > loss_disc_real_4: 0.22635579109191895 (0.2261432416059754) | > loss_disc_real_5: 0.2308388203382492 (0.21875148063356226) | > loss_0: 2.3097901344299316 (2.3232920278202407) | > grad_norm_0: tensor(10.8951, device='cuda:0') (tensor(13.0202, device='cuda:0')) | > loss_gen: 2.467940092086792 (2.532983807000247) | > loss_kl: 1.7706443071365356 (1.8871196887709878) | > loss_feat: 7.814614772796631 (7.183996753259138) | > loss_mel: 18.59595489501953 (18.338290778073397) | > loss_duration: 1.971053957939148 (2.052120699123903) | > loss_1: 32.62020492553711 (31.994511560960248) | > grad_norm_1: tensor(122.2309, device='cuda:0') (tensor(167.8193, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.3677 (0.3689503236250444) | > loader_time: 0.0032 (0.0034470612352544613)  --> TIME: 2024-06-11 09:21:48 -- STEP: 69/330 -- GLOBAL_STEP: 225350 | > loss_disc: 2.3163530826568604 (2.3371478474658463) | > loss_disc_real_0: 0.09183866530656815 (0.11038197307051092) | > loss_disc_real_1: 0.1578707993030548 (0.20263099087321237) | > loss_disc_real_2: 0.14767825603485107 (0.2132695416609446) | > loss_disc_real_3: 0.21967269480228424 (0.22752306556356125) | > loss_disc_real_4: 0.22551590204238892 (0.22540869077910547) | > loss_disc_real_5: 0.2015487104654312 (0.21873913316623025) | > loss_0: 2.3163530826568604 (2.3371478474658463) | > grad_norm_0: tensor(22.6877, device='cuda:0') (tensor(12.5865, device='cuda:0')) | > loss_gen: 2.4507532119750977 (2.5162592901699785) | > loss_kl: 2.05330491065979 (1.8844262568846992) | > loss_feat: 7.182364463806152 (7.197386707084767) | > loss_mel: 18.122556686401367 (18.283963797748946) | > loss_duration: 1.9583008289337158 (2.0339299146679863) | > loss_1: 31.76728057861328 (31.91596597865008) | > grad_norm_1: tensor(281.4364, device='cuda:0') (tensor(160.3694, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.3585 (0.36692504951919336) | > loader_time: 0.0035 (0.003537108932716259)  --> TIME: 2024-06-11 09:21:57 -- STEP: 94/330 -- GLOBAL_STEP: 225375 | > loss_disc: 2.4082438945770264 (2.340270453311027) | > loss_disc_real_0: 0.16330640017986298 (0.11296562057860354) | > loss_disc_real_1: 0.2115040123462677 (0.20192887015799255) | > loss_disc_real_2: 0.24120092391967773 (0.2144362986721891) | > loss_disc_real_3: 0.2531298100948334 (0.2279929613813441) | > loss_disc_real_4: 0.23969505727291107 (0.2260906902399469) | > loss_disc_real_5: 0.24171558022499084 (0.21857275702851883) | > loss_0: 2.4082438945770264 (2.340270453311027) | > grad_norm_0: tensor(20.6061, device='cuda:0') (tensor(14.3123, device='cuda:0')) | > loss_gen: 2.500096082687378 (2.523428242257302) | > loss_kl: 2.036004066467285 (1.8884576178611594) | > loss_feat: 7.142976760864258 (7.227872508637448) | > loss_mel: 18.091678619384766 (18.280656469629164) | > loss_duration: 2.0578885078430176 (2.029139322169284) | > loss_1: 31.828643798828125 (31.949554159286173) | > grad_norm_1: tensor(316.6780, device='cuda:0') (tensor(179.3162, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.3582 (0.36601651983058214) | > loader_time: 0.004 (0.003568877565099838)  --> TIME: 2024-06-11 09:22:07 -- STEP: 119/330 -- GLOBAL_STEP: 225400 | > loss_disc: 2.2079293727874756 (2.3357503474259578) | > loss_disc_real_0: 0.10156692564487457 (0.11268147569494087) | > loss_disc_real_1: 0.19630379974842072 (0.20124612247743523) | > loss_disc_real_2: 0.1849835366010666 (0.21383339880394334) | > loss_disc_real_3: 0.21393631398677826 (0.2274578358946728) | > loss_disc_real_4: 0.2146647870540619 (0.22612040408519135) | > loss_disc_real_5: 0.19866731762886047 (0.21741332038610922) | > loss_0: 2.2079293727874756 (2.3357503474259578) | > grad_norm_0: tensor(13.6608, device='cuda:0') (tensor(15.7109, device='cuda:0')) | > loss_gen: 2.6072745323181152 (2.5257247816614754) | > loss_kl: 1.6891015768051147 (1.9004867397436576) | > loss_feat: 7.81730318069458 (7.248468134583545) | > loss_mel: 18.729063034057617 (18.2520425139355) | > loss_duration: 2.026108503341675 (2.0282341181731023) | > loss_1: 32.86885070800781 (31.954956182912618) | > grad_norm_1: tensor(181.0801, device='cuda:0') (tensor(192.0854, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.3593 (0.3672089897283988) | > loader_time: 0.0038 (0.003637147550823308)  --> TIME: 2024-06-11 09:22:16 -- STEP: 144/330 -- GLOBAL_STEP: 225425 | > loss_disc: 2.3464815616607666 (2.3431096225976944) | > loss_disc_real_0: 0.0993737056851387 (0.1136869776269628) | > loss_disc_real_1: 0.1651611626148224 (0.20206576885862482) | > loss_disc_real_2: 0.22402635216712952 (0.21562643297430542) | > loss_disc_real_3: 0.2371048629283905 (0.22803419279969395) | > loss_disc_real_4: 0.2325224131345749 (0.22593153526799548) | > loss_disc_real_5: 0.22754931449890137 (0.2174288931613167) | > loss_0: 2.3464815616607666 (2.3431096225976944) | > grad_norm_0: tensor(12.5699, device='cuda:0') (tensor(17.3317, device='cuda:0')) | > loss_gen: 2.516763687133789 (2.518607517083487) | > loss_kl: 1.9229724407196045 (1.9010557184616725) | > loss_feat: 7.816461563110352 (7.245500806305143) | > loss_mel: 17.941490173339844 (18.238290958934357) | > loss_duration: 2.017347574234009 (2.0313967623644396) | > loss_1: 32.21503448486328 (31.934851699405247) | > grad_norm_1: tensor(440.1272, device='cuda:0') (tensor(207.3511, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.3852 (0.3686612165636488) | > loader_time: 0.0049 (0.003736222783724467)  --> TIME: 2024-06-11 09:22:26 -- STEP: 169/330 -- GLOBAL_STEP: 225450 | > loss_disc: 2.293121337890625 (2.341130071843164) | > loss_disc_real_0: 0.08797603845596313 (0.11392659561697548) | > loss_disc_real_1: 0.16858825087547302 (0.20104297422445738) | > loss_disc_real_2: 0.21981632709503174 (0.21569536820318572) | > loss_disc_real_3: 0.22460250556468964 (0.22741324176802433) | > loss_disc_real_4: 0.2240680456161499 (0.22519192081936718) | > loss_disc_real_5: 0.23367926478385925 (0.21685900684644485) | > loss_0: 2.293121337890625 (2.341130071843164) | > grad_norm_0: tensor(10.7475, device='cuda:0') (tensor(19.3601, device='cuda:0')) | > loss_gen: 2.6254067420959473 (2.520328597909602) | > loss_kl: 1.8539259433746338 (1.8950457410699517) | > loss_feat: 7.4956889152526855 (7.256118475332768) | > loss_mel: 17.923181533813477 (18.212807931843592) | > loss_duration: 2.06978702545166 (2.0354947641756382) | > loss_1: 31.96799087524414 (31.919795470830252) | > grad_norm_1: tensor(228.2801, device='cuda:0') (tensor(224.0349, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.4069 (0.37163689855993154) | > loader_time: 0.0045 (0.003878941902747521)  --> TIME: 2024-06-11 09:22:36 -- STEP: 194/330 -- GLOBAL_STEP: 225475 | > loss_disc: 2.4386777877807617 (2.3412878808287005) | > loss_disc_real_0: 0.08052177727222443 (0.11500894454951138) | > loss_disc_real_1: 0.17909200489521027 (0.20031485691205742) | > loss_disc_real_2: 0.2060595452785492 (0.21542448335394418) | > loss_disc_real_3: 0.23396237194538116 (0.2275948263320726) | > loss_disc_real_4: 0.2131967544555664 (0.22562462206661088) | > loss_disc_real_5: 0.2072528898715973 (0.21727491039590738) | > loss_0: 2.4386777877807617 (2.3412878808287005) | > grad_norm_0: tensor(26.7123, device='cuda:0') (tensor(21.4391, device='cuda:0')) | > loss_gen: 2.350493907928467 (2.5216713049977115) | > loss_kl: 1.8679167032241821 (1.8965909585510332) | > loss_feat: 6.85720682144165 (7.249087454117451) | > loss_mel: 18.806427001953125 (18.18821773332418) | > loss_duration: 2.051454544067383 (2.0423934908257313) | > loss_1: 31.933500289916992 (31.897960938129227) | > grad_norm_1: tensor(287.1742, device='cuda:0') (tensor(240.4542, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.6366 (0.37589438059895325) | > loader_time: 0.0054 (0.004040903651837221)  --> TIME: 2024-06-11 09:22:47 -- STEP: 219/330 -- GLOBAL_STEP: 225500 | > loss_disc: 2.1924219131469727 (2.3416837404852036) | > loss_disc_real_0: 0.14746244251728058 (0.11642258706158154) | > loss_disc_real_1: 0.18163643777370453 (0.19997166627890442) | > loss_disc_real_2: 0.2287302166223526 (0.21506722019687635) | > loss_disc_real_3: 0.22556333243846893 (0.22759588736377348) | > loss_disc_real_4: 0.19752715528011322 (0.22567036224010328) | > loss_disc_real_5: 0.18768088519573212 (0.2172428992104857) | > loss_0: 2.1924219131469727 (2.3416837404852036) | > grad_norm_0: tensor(60.4006, device='cuda:0') (tensor(23.4226, device='cuda:0')) | > loss_gen: 2.693129301071167 (2.5238228214385856) | > loss_kl: 2.1087887287139893 (1.8993036932052543) | > loss_feat: 8.765047073364258 (7.254692077636719) | > loss_mel: 17.822795867919922 (18.15010592491114) | > loss_duration: 2.1118059158325195 (2.049202088895998) | > loss_1: 33.50156784057617 (31.87712662405075) | > grad_norm_1: tensor(494.8111, device='cuda:0') (tensor(253.4202, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.404 (0.3788475543940994) | > loader_time: 0.005 (0.004182493305641764) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_225500.pth  --> TIME: 2024-06-11 09:23:02 -- STEP: 244/330 -- GLOBAL_STEP: 225525 | > loss_disc: 2.3671064376831055 (2.343215289663095) | > loss_disc_real_0: 0.15692579746246338 (0.11672576617632734) | > loss_disc_real_1: 0.250709593296051 (0.20044034346938133) | > loss_disc_real_2: 0.2114846408367157 (0.214931100545848) | > loss_disc_real_3: 0.21356621384620667 (0.22779639608791613) | > loss_disc_real_4: 0.20613263547420502 (0.22615972820852623) | > loss_disc_real_5: 0.20604169368743896 (0.21755137862484963) | > loss_0: 2.3671064376831055 (2.343215289663095) | > grad_norm_0: tensor(11.5999, device='cuda:0') (tensor(25.3972, device='cuda:0')) | > loss_gen: 2.593146562576294 (2.5280446068185283) | > loss_kl: 2.0329504013061523 (1.8996541617346592) | > loss_feat: 7.322855472564697 (7.247887736461202) | > loss_mel: 16.566974639892578 (18.100256833873804) | > loss_duration: 2.083763599395752 (2.0572345388717337) | > loss_1: 30.59969139099121 (31.833077868477243) | > grad_norm_1: tensor(407.3215, device='cuda:0') (tensor(266.3996, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.4279 (0.38282164687015985) | > loader_time: 0.0057 (0.004315374327487631)  --> TIME: 2024-06-11 09:23:13 -- STEP: 269/330 -- GLOBAL_STEP: 225550 | > loss_disc: 2.277355670928955 (2.3411542066411006) | > loss_disc_real_0: 0.07234521210193634 (0.1162470837563387) | > loss_disc_real_1: 0.2202633172273636 (0.20073737564140096) | > loss_disc_real_2: 0.2515147924423218 (0.2149524322562058) | > loss_disc_real_3: 0.2744981646537781 (0.22788027216953857) | > loss_disc_real_4: 0.24702192842960358 (0.22602750477294498) | > loss_disc_real_5: 0.21241185069084167 (0.21760385248076075) | > loss_0: 2.277355670928955 (2.3411542066411006) | > grad_norm_0: tensor(56.0819, device='cuda:0') (tensor(27.0740, device='cuda:0')) | > loss_gen: 2.6210806369781494 (2.536022129555175) | > loss_kl: 1.9204134941101074 (1.9042967522454528) | > loss_feat: 7.0681962966918945 (7.27668837543757) | > loss_mel: 17.153959274291992 (18.069104212367396) | > loss_duration: 2.1503593921661377 (2.0647724148952387) | > loss_1: 30.91400909423828 (31.85088392349867) | > grad_norm_1: tensor(680.8779, device='cuda:0') (tensor(277.8594, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.4453 (0.38695781027074205) | > loader_time: 0.0059 (0.004456629983554541)  --> TIME: 2024-06-11 09:23:25 -- STEP: 294/330 -- GLOBAL_STEP: 225575 | > loss_disc: 2.253619432449341 (2.3405281516159477) | > loss_disc_real_0: 0.0737854614853859 (0.11650346125773832) | > loss_disc_real_1: 0.17164242267608643 (0.20025480452443464) | > loss_disc_real_2: 0.21302489936351776 (0.21457845920405416) | > loss_disc_real_3: 0.1904972493648529 (0.22755553695012107) | > loss_disc_real_4: 0.1984165757894516 (0.2258562604282178) | > loss_disc_real_5: 0.1803065836429596 (0.21776490501400564) | > loss_0: 2.253619432449341 (2.3405281516159477) | > grad_norm_0: tensor(14.3432, device='cuda:0') (tensor(27.7431, device='cuda:0')) | > loss_gen: 2.5474274158477783 (2.532938627969652) | > loss_kl: 1.9131489992141724 (1.9074841514736616) | > loss_feat: 8.177343368530273 (7.279025045381922) | > loss_mel: 18.28449058532715 (18.013287012268894) | > loss_duration: 2.217726230621338 (2.074246362358535) | > loss_1: 33.14013671875 (31.806981235945305) | > grad_norm_1: tensor(171.2048, device='cuda:0') (tensor(288.7708, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.4699 (0.3931732875149266) | > loader_time: 0.0071 (0.00463885514914584)  --> TIME: 2024-06-11 09:23:38 -- STEP: 319/330 -- GLOBAL_STEP: 225600 | > loss_disc: 2.4209084510803223 (2.3438415280703846) | > loss_disc_real_0: 0.13444863259792328 (0.1174563708537051) | > loss_disc_real_1: 0.21671923995018005 (0.2004416719032306) | > loss_disc_real_2: 0.2659437656402588 (0.21479270385350555) | > loss_disc_real_3: 0.25197577476501465 (0.2277718675454208) | > loss_disc_real_4: 0.2549934387207031 (0.22639312588122198) | > loss_disc_real_5: 0.258555144071579 (0.21824489977666203) | > loss_0: 2.4209084510803223 (2.3438415280703846) | > grad_norm_0: tensor(39.5182, device='cuda:0') (tensor(28.1302, device='cuda:0')) | > loss_gen: 2.4747262001037598 (2.528858896333224) | > loss_kl: 1.9474667310714722 (1.9110603115775369) | > loss_feat: 8.368409156799316 (7.293713103267466) | > loss_mel: 17.90414810180664 (17.972131968291947) | > loss_duration: 2.263460636138916 (2.0877119967930007) | > loss_1: 32.95820999145508 (31.793476355860598) | > grad_norm_1: tensor(474.9414, device='cuda:0') (tensor(294.3726, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.5792 (0.4031789265456244) | > loader_time: 0.0087 (0.004871309364103599)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4342079162597656 (2.4342079162597656) | > loss_disc_real_0: 0.1967812031507492 (0.1967812031507492) | > loss_disc_real_1: 0.15845301747322083 (0.15845301747322083) | > loss_disc_real_2: 0.2853090465068817 (0.2853090465068817) | > loss_disc_real_3: 0.2916059195995331 (0.2916059195995331) | > loss_disc_real_4: 0.2723240852355957 (0.2723240852355957) | > loss_disc_real_5: 0.2858465015888214 (0.2858465015888214) | > loss_0: 2.4342079162597656 (2.4342079162597656) | > loss_gen: 2.670396566390991 (2.670396566390991) | > loss_kl: 2.3211426734924316 (2.3211426734924316) | > loss_feat: 6.232639789581299 (6.232639789581299) | > loss_mel: 14.764337539672852 (14.764337539672852) | > loss_duration: 2.9081053733825684 (2.9081053733825684) | > loss_1: 28.896621704101562 (28.896621704101562)  --> STEP: 1 | > loss_disc: 2.0494189262390137 (2.0494189262390137) | > loss_disc_real_0: 0.07707114517688751 (0.07707114517688751) | > loss_disc_real_1: 0.10214495658874512 (0.10214495658874512) | > loss_disc_real_2: 0.1792088747024536 (0.1792088747024536) | > loss_disc_real_3: 0.1687517613172531 (0.1687517613172531) | > loss_disc_real_4: 0.20731140673160553 (0.20731140673160553) | > loss_disc_real_5: 0.20313698053359985 (0.20313698053359985) | > loss_0: 2.0494189262390137 (2.0494189262390137) | > loss_gen: 2.439568519592285 (2.439568519592285) | > loss_kl: 2.2620961666107178 (2.2620961666107178) | > loss_feat: 5.738050937652588 (5.738050937652588) | > loss_mel: 18.835912704467773 (18.835912704467773) | > loss_duration: 2.4751980304718018 (2.4751980304718018) | > loss_1: 31.750825881958008 (31.750825881958008)  --> STEP: 2 | > loss_disc: 2.3962554931640625 (2.222837209701538) | > loss_disc_real_0: 0.14179246127605438 (0.10943180322647095) | > loss_disc_real_1: 0.16899654269218445 (0.13557074964046478) | > loss_disc_real_2: 0.269250750541687 (0.2242298126220703) | > loss_disc_real_3: 0.23743495345115662 (0.20309335738420486) | > loss_disc_real_4: 0.30371084809303284 (0.2555111274123192) | > loss_disc_real_5: 0.1714288592338562 (0.18728291988372803) | > loss_0: 2.3962554931640625 (2.222837209701538) | > loss_gen: 2.5303685665130615 (2.4849685430526733) | > loss_kl: 2.9213342666625977 (2.5917152166366577) | > loss_feat: 6.343685150146484 (6.040868043899536) | > loss_mel: 18.355674743652344 (18.59579372406006) | > loss_duration: 2.4904160499572754 (2.4828070402145386) | > loss_1: 32.6414794921875 (32.196152687072754)  --> STEP: 3 | > loss_disc: 2.4052441120147705 (2.2836395104726157) | > loss_disc_real_0: 0.2214381843805313 (0.14676726361115774) | > loss_disc_real_1: 0.13796818256378174 (0.1363698939482371) | > loss_disc_real_2: 0.19227877259254456 (0.21357946594556174) | > loss_disc_real_3: 0.1886674463748932 (0.19828472038110098) | > loss_disc_real_4: 0.24402931332588196 (0.25168385605017346) | > loss_disc_real_5: 0.2700977027416229 (0.21488784750302634) | > loss_0: 2.4052441120147705 (2.2836395104726157) | > loss_gen: 2.2730553150177 (2.414330800374349) | > loss_kl: 2.9682669639587402 (2.7172324657440186) | > loss_feat: 4.721248626708984 (5.600994904836019) | > loss_mel: 14.690404891967773 (17.293997446695965) | > loss_duration: 2.272892951965332 (2.412835677464803) | > loss_1: 26.92586898803711 (30.43939145406087)  --> STEP: 4 | > loss_disc: 2.362611770629883 (2.3033825755119324) | > loss_disc_real_0: 0.06450830399990082 (0.1262025237083435) | > loss_disc_real_1: 0.19977788627147675 (0.152221892029047) | > loss_disc_real_2: 0.17765745520591736 (0.20459896326065063) | > loss_disc_real_3: 0.2628951370716095 (0.2144373245537281) | > loss_disc_real_4: 0.32585209608078003 (0.2702259160578251) | > loss_disc_real_5: 0.2847744822502136 (0.23235950618982315) | > loss_0: 2.362611770629883 (2.3033825755119324) | > loss_gen: 2.6667697429656982 (2.4774405360221863) | > loss_kl: 2.883453369140625 (2.75878769159317) | > loss_feat: 7.96881103515625 (6.192948937416077) | > loss_mel: 18.78167724609375 (17.66591739654541) | > loss_duration: 2.295729637145996 (2.3835591673851013) | > loss_1: 34.59644317626953 (31.478654384613037)  --> STEP: 5 | > loss_disc: 2.3679542541503906 (2.316296911239624) | > loss_disc_real_0: 0.1346105933189392 (0.12788413763046264) | > loss_disc_real_1: 0.2141047567129135 (0.1645984649658203) | > loss_disc_real_2: 0.24895863234996796 (0.2134708970785141) | > loss_disc_real_3: 0.2529050409793854 (0.22213086783885955) | > loss_disc_real_4: 0.24020811915397644 (0.26422235667705535) | > loss_disc_real_5: 0.20858444273471832 (0.22760449349880219) | > loss_0: 2.3679542541503906 (2.316296911239624) | > loss_gen: 2.416200876235962 (2.4651926040649412) | > loss_kl: 2.0772340297698975 (2.6224769592285155) | > loss_feat: 6.066626071929932 (6.1676843643188475) | > loss_mel: 18.93129539489746 (17.91899299621582) | > loss_duration: 2.38301157951355 (2.383449649810791) | > loss_1: 31.874366760253906 (31.55779685974121)  --> STEP: 6 | > loss_disc: 2.519254207611084 (2.350123127301534) | > loss_disc_real_0: 0.1986066699028015 (0.13967122634251913) | > loss_disc_real_1: 0.1773332804441452 (0.1667209342122078) | > loss_disc_real_2: 0.2922618091106415 (0.22660271575053534) | > loss_disc_real_3: 0.2764546871185303 (0.2311848377188047) | > loss_disc_real_4: 0.27552762627601624 (0.26610656827688217) | > loss_disc_real_5: 0.26484212279319763 (0.2338107650478681) | > loss_0: 2.519254207611084 (2.350123127301534) | > loss_gen: 2.4607157707214355 (2.464446465174357) | > loss_kl: 2.8452460765838623 (2.6596051454544067) | > loss_feat: 5.513617515563965 (6.0586732228597) | > loss_mel: 18.747379302978516 (18.05705738067627) | > loss_duration: 2.241227388381958 (2.3597459395726523) | > loss_1: 31.80818748474121 (31.599528630574543)  --> STEP: 7 | > loss_disc: 2.316746711730957 (2.345355067934309) | > loss_disc_real_0: 0.15943676233291626 (0.1424948743411473) | > loss_disc_real_1: 0.2219555675983429 (0.1746115961245128) | > loss_disc_real_2: 0.2512006163597107 (0.2301167015518461) | > loss_disc_real_3: 0.2267945110797882 (0.23055764819894517) | > loss_disc_real_4: 0.2678681015968323 (0.2663582158940179) | > loss_disc_real_5: 0.24176736176013947 (0.2349474217210497) | > loss_0: 2.316746711730957 (2.345355067934309) | > loss_gen: 2.5573513507843018 (2.4777185916900635) | > loss_kl: 3.6217355728149414 (2.7970523493630544) | > loss_feat: 6.456376075744629 (6.115487916128976) | > loss_mel: 17.53984260559082 (17.983169555664062) | > loss_duration: 2.636906147003174 (2.3993402549198697) | > loss_1: 32.81221389770508 (31.772769383021764)  --> STEP: 8 | > loss_disc: 2.5975654125213623 (2.3768813610076904) | > loss_disc_real_0: 0.17452996969223022 (0.14649926126003265) | > loss_disc_real_1: 0.09378387778997421 (0.16450813133269548) | > loss_disc_real_2: 0.19718749821186066 (0.22600055113434792) | > loss_disc_real_3: 0.2590121030807495 (0.23411445505917072) | > loss_disc_real_4: 0.21401360630989075 (0.259815139696002) | > loss_disc_real_5: 0.20349061489105225 (0.23101532086730003) | > loss_0: 2.5975654125213623 (2.3768813610076904) | > loss_gen: 1.86452054977417 (2.401068836450577) | > loss_kl: 3.2458245754241943 (2.853148877620697) | > loss_feat: 7.763391971588135 (6.321475923061371) | > loss_mel: 17.210725784301758 (17.886614084243774) | > loss_duration: 2.196190118789673 (2.373946487903595) | > loss_1: 32.28065490722656 (31.836255073547363)  --> STEP: 9 | > loss_disc: 2.5832743644714355 (2.3998139169481068) | > loss_disc_real_0: 0.08685305714607239 (0.1398719052473704) | > loss_disc_real_1: 0.15362071990966797 (0.16329841895235908) | > loss_disc_real_2: 0.21628540754318237 (0.2249210907353295) | > loss_disc_real_3: 0.24558068811893463 (0.23538848095470005) | > loss_disc_real_4: 0.24986405670642853 (0.25870946380827164) | > loss_disc_real_5: 0.2306656539440155 (0.23097646898693508) | > loss_0: 2.5832743644714355 (2.3998139169481068) | > loss_gen: 2.0673177242279053 (2.3639853795369468) | > loss_kl: 2.724452018737793 (2.8388492266337075) | > loss_feat: 9.660067558288574 (6.692430549197727) | > loss_mel: 19.76080322265625 (18.09485732184516) | > loss_duration: 2.1836979389190674 (2.3528077602386475) | > loss_1: 36.396339416503906 (32.34293111165365)  --> STEP: 10 | > loss_disc: 2.324575424194336 (2.3922900676727297) | > loss_disc_real_0: 0.10769905149936676 (0.13665461987257005) | > loss_disc_real_1: 0.22121074795722961 (0.16908965185284613) | > loss_disc_real_2: 0.27057674527168274 (0.22948665618896485) | > loss_disc_real_3: 0.19535128772258759 (0.2313847616314888) | > loss_disc_real_4: 0.1587931364774704 (0.2487178310751915) | > loss_disc_real_5: 0.22294504940509796 (0.23017332702875137) | > loss_0: 2.324575424194336 (2.3922900676727297) | > loss_gen: 2.3725976943969727 (2.364846611022949) | > loss_kl: 3.1041040420532227 (2.865374708175659) | > loss_feat: 7.40540885925293 (6.763728380203247) | > loss_mel: 19.069223403930664 (18.19229393005371) | > loss_duration: 2.3059988021850586 (2.3481268644332887) | > loss_1: 34.25733184814453 (32.53437118530273)  --> STEP: 11 | > loss_disc: 2.6792774200439453 (2.4183798269792036) | > loss_disc_real_0: 0.1613801121711731 (0.13890239189971576) | > loss_disc_real_1: 0.1885211169719696 (0.17085614868185736) | > loss_disc_real_2: 0.219501331448555 (0.22857889939438214) | > loss_disc_real_3: 0.22836637496948242 (0.23111036284403366) | > loss_disc_real_4: 0.29915204644203186 (0.25330275974490424) | > loss_disc_real_5: 0.30287376046180725 (0.23678245734084735) | > loss_0: 2.6792774200439453 (2.4183798269792036) | > loss_gen: 2.215463161468506 (2.351266297427091) | > loss_kl: 2.734650135040283 (2.8534906560724433) | > loss_feat: 5.171783447265625 (6.619006113572554) | > loss_mel: 15.249760627746582 (17.924790902571246) | > loss_duration: 2.516935110092163 (2.3634730685840952) | > loss_1: 27.888593673706055 (32.11202777515758)  --> STEP: 12 | > loss_disc: 2.30704665184021 (2.4091020623842874) | > loss_disc_real_0: 0.15949216485023499 (0.14061820631225905) | > loss_disc_real_1: 0.17803290486335754 (0.17145421169698238) | > loss_disc_real_2: 0.23929165303707123 (0.22947162886460623) | > loss_disc_real_3: 0.24113668501377106 (0.23194588969151178) | > loss_disc_real_4: 0.25733521580696106 (0.25363879775007564) | > loss_disc_real_5: 0.2598186731338501 (0.23870214199026427) | > loss_0: 2.30704665184021 (2.4091020623842874) | > loss_gen: 2.6512436866760254 (2.3762644131978354) | > loss_kl: 2.7013561725616455 (2.8408127824465432) | > loss_feat: 6.556886672973633 (6.613829493522644) | > loss_mel: 17.36897087097168 (17.878472566604614) | > loss_duration: 2.313748359680176 (2.359329342842102) | > loss_1: 31.592205047607422 (32.0687092145284)  --> STEP: 13 | > loss_disc: 2.3272175788879395 (2.4028032559614916) | > loss_disc_real_0: 0.22498708963394165 (0.14710812041392693) | > loss_disc_real_1: 0.17679034173488617 (0.1718646832383596) | > loss_disc_real_2: 0.25962167978286743 (0.2317908635506263) | > loss_disc_real_3: 0.22114881873130798 (0.23111534577149612) | > loss_disc_real_4: 0.2136317789554596 (0.25056133476587444) | > loss_disc_real_5: 0.2179003357887268 (0.23710200305168444) | > loss_0: 2.3272175788879395 (2.4028032559614916) | > loss_gen: 2.477548360824585 (2.3840554860922007) | > loss_kl: 2.9161112308502197 (2.846604970785288) | > loss_feat: 7.144805431365967 (6.654673796433669) | > loss_mel: 15.752477645874023 (17.714934495779183) | > loss_duration: 2.2720320224761963 (2.352614164352417) | > loss_1: 30.56297492980957 (31.952883500319256)  --> STEP: 14 | > loss_disc: 2.4788691997528076 (2.4082365376608714) | > loss_disc_real_0: 0.11836078763008118 (0.1450547395007951) | > loss_disc_real_1: 0.15265166759490967 (0.17049232497811317) | > loss_disc_real_2: 0.17107735574245453 (0.2274541844214712) | > loss_disc_real_3: 0.2641390860080719 (0.23347418435982295) | > loss_disc_real_4: 0.25722119212150574 (0.2510370388627053) | > loss_disc_real_5: 0.22703945636749268 (0.23638324971709931) | > loss_0: 2.4788691997528076 (2.4082365376608714) | > loss_gen: 2.1251721382141113 (2.3655638183866228) | > loss_kl: 3.376142978668213 (2.8844291142054965) | > loss_feat: 5.890472888946533 (6.600088017327445) | > loss_mel: 20.197463989257812 (17.892258031027655) | > loss_duration: 2.411532163619995 (2.35682259287153) | > loss_1: 34.00078582763672 (32.09916223798479)  --> STEP: 15 | > loss_disc: 2.4040520191192627 (2.4079575697580973) | > loss_disc_real_0: 0.13996432721614838 (0.14471537868181863) | > loss_disc_real_1: 0.15524375438690186 (0.16947575360536576) | > loss_disc_real_2: 0.13026608526706696 (0.22097497781117756) | > loss_disc_real_3: 0.2160259336233139 (0.23231096764405568) | > loss_disc_real_4: 0.18967808783054352 (0.24694644212722786) | > loss_disc_real_5: 0.19536936283111572 (0.2336489905913671) | > loss_0: 2.4040520191192627 (2.4079575697580973) | > loss_gen: 2.209822654724121 (2.355181074142456) | > loss_kl: 3.053950548171997 (2.8957305431365965) | > loss_feat: 7.099778652191162 (6.633400726318359) | > loss_mel: 19.694894790649414 (18.012433815002442) | > loss_duration: 2.2834067344665527 (2.351928202311198) | > loss_1: 34.341854095458984 (32.24867502848307)  --> STEP: 16 | > loss_disc: 2.5534229278564453 (2.417049154639244) | > loss_disc_real_0: 0.23020945489406586 (0.1500587584450841) | > loss_disc_real_1: 0.22187775373458862 (0.17275087861344218) | > loss_disc_real_2: 0.16199108958244324 (0.21728848479688168) | > loss_disc_real_3: 0.2670839726924896 (0.2344842804595828) | > loss_disc_real_4: 0.2778433561325073 (0.2488774992525578) | > loss_disc_real_5: 0.24079512059688568 (0.234095623716712) | > loss_0: 2.5534229278564453 (2.417049154639244) | > loss_gen: 2.426290988922119 (2.359625443816185) | > loss_kl: 2.647789239883423 (2.8802342116832733) | > loss_feat: 7.347795009613037 (6.678050369024277) | > loss_mel: 16.98395538330078 (17.948153913021088) | > loss_duration: 2.4265222549438477 (2.3565903306007385) | > loss_1: 31.832351684570312 (32.222654819488525)  --> STEP: 17 | > loss_disc: 2.4867982864379883 (2.4211520447450527) | > loss_disc_real_0: 0.12097302824258804 (0.14834783313905492) | > loss_disc_real_1: 0.15407323837280273 (0.17165219389340458) | > loss_disc_real_2: 0.24893179535865784 (0.21914985600639791) | > loss_disc_real_3: 0.21582336723804474 (0.23338657968184529) | > loss_disc_real_4: 0.26381203532218933 (0.24975600137430085) | > loss_disc_real_5: 0.23553791642189026 (0.23418046446407542) | > loss_0: 2.4867982864379883 (2.4211520447450527) | > loss_gen: 2.2216391563415527 (2.3515086033765007) | > loss_kl: 2.38846492767334 (2.8513066067415127) | > loss_feat: 7.441861629486084 (6.722980443169089) | > loss_mel: 18.53472137451172 (17.982657881344068) | > loss_duration: 2.3905320167541504 (2.3585869003744686) | > loss_1: 32.97721862792969 (32.26704092586742)  --> STEP: 18 | > loss_disc: 2.5438601970672607 (2.4279691643185086) | > loss_disc_real_0: 0.13742110133171082 (0.14774079248309135) | > loss_disc_real_1: 0.07529940456151962 (0.1662992611527443) | > loss_disc_real_2: 0.15015234053134918 (0.21531666070222855) | > loss_disc_real_3: 0.14053316414356232 (0.22822805659638512) | > loss_disc_real_4: 0.19849470257759094 (0.2469081514411503) | > loss_disc_real_5: 0.16747985780239105 (0.23047487520509297) | > loss_0: 2.5438601970672607 (2.4279691643185086) | > loss_gen: 1.8200492858886719 (2.321983085738288) | > loss_kl: 2.278392791748047 (2.819478061464098) | > loss_feat: 8.506272315979004 (6.822052213880751) | > loss_mel: 20.331520080566406 (18.113150225745308) | > loss_duration: 2.25372052192688 (2.352760990460714) | > loss_1: 35.1899528503418 (32.42942492167155)  --> STEP: 19 | > loss_disc: 2.6165308952331543 (2.4378934659455953) | > loss_disc_real_0: 0.15225620567798615 (0.14797844580913844) | > loss_disc_real_1: 0.14562039077281952 (0.1652108995538009) | > loss_disc_real_2: 0.23476746678352356 (0.21634038733808617) | > loss_disc_real_3: 0.21956424415111542 (0.2277720664676867) | > loss_disc_real_4: 0.2942444980144501 (0.2493995381029029) | > loss_disc_real_5: 0.212772399187088 (0.22954316594098745) | > loss_0: 2.6165308952331543 (2.4378934659455953) | > loss_gen: 2.0193774700164795 (2.3060564743845084) | > loss_kl: 2.019847869873047 (2.777392261906674) | > loss_feat: 5.735130786895752 (6.764845822986803) | > loss_mel: 17.706384658813477 (18.091741511696263) | > loss_duration: 2.3011746406555176 (2.350045919418335) | > loss_1: 29.78191375732422 (32.290082228811166)  --> STEP: 20 | > loss_disc: 2.3026607036590576 (2.431131827831268) | > loss_disc_real_0: 0.13368886709213257 (0.14726396687328816) | > loss_disc_real_1: 0.13130958378314972 (0.16351583376526832) | > loss_disc_real_2: 0.2622101306915283 (0.21863387450575827) | > loss_disc_real_3: 0.2131313532590866 (0.2270400308072567) | > loss_disc_real_4: 0.22657373547554016 (0.24825824797153478) | > loss_disc_real_5: 0.1841454952955246 (0.2272732824087143) | > loss_0: 2.3026607036590576 (2.431131827831268) | > loss_gen: 2.306244373321533 (2.30606586933136) | > loss_kl: 2.2598929405212402 (2.7515172958374023) | > loss_feat: 6.6308817863464355 (6.7581476211547855) | > loss_mel: 19.185441970825195 (18.14642653465271) | > loss_duration: 2.348914623260498 (2.349989354610443) | > loss_1: 32.73137664794922 (32.312146949768064)  --> STEP: 21 | > loss_disc: 2.3233423233032227 (2.4259989942823137) | > loss_disc_real_0: 0.1522831916809082 (0.1475029775784129) | > loss_disc_real_1: 0.12615221738815308 (0.16173661393778666) | > loss_disc_real_2: 0.19853970408439636 (0.2176770092475982) | > loss_disc_real_3: 0.23911446332931519 (0.2276150037844976) | > loss_disc_real_4: 0.2816604673862457 (0.24984882984842577) | > loss_disc_real_5: 0.22800101339817047 (0.22730793626535506) | > loss_0: 2.3233423233032227 (2.4259989942823137) | > loss_gen: 2.463289737701416 (2.3135527202061246) | > loss_kl: 2.2960877418518066 (2.7298301742190407) | > loss_feat: 7.370337009429932 (6.787299496786935) | > loss_mel: 17.280227661132812 (18.105178969247) | > loss_duration: 2.1780710220336914 (2.3418027673448836) | > loss_1: 31.5880126953125 (32.27766436622257)  --> STEP: 22 | > loss_disc: 2.3606581687927246 (2.4230289567600596) | > loss_disc_real_0: 0.1672128140926361 (0.14839887923815034) | > loss_disc_real_1: 0.15190181136131287 (0.16128957745703784) | > loss_disc_real_2: 0.1912277489900589 (0.21647477014498276) | > loss_disc_real_3: 0.16480326652526855 (0.22475992481816898) | > loss_disc_real_4: 0.21995389461517334 (0.2484899691560052) | > loss_disc_real_5: 0.26248699426651 (0.22890698435631665) | > loss_0: 2.3606581687927246 (2.4230289567600596) | > loss_gen: 2.301780939102173 (2.313017639246854) | > loss_kl: 2.3311781883239746 (2.7117096294056284) | > loss_feat: 7.326981067657471 (6.81183047728105) | > loss_mel: 17.646936416625977 (18.08434976230968) | > loss_duration: 2.174933910369873 (2.334217819300565) | > loss_1: 31.781810760498047 (32.255125565962366)  --> STEP: 23 | > loss_disc: 2.4421491622924805 (2.423860270044078) | > loss_disc_real_0: 0.1377168595790863 (0.14793444360079971) | > loss_disc_real_1: 0.1681312769651413 (0.16158704265304233) | > loss_disc_real_2: 0.289513498544693 (0.2196503670319267) | > loss_disc_real_3: 0.22836974263191223 (0.2249168734187665) | > loss_disc_real_4: 0.26403287053108215 (0.24916574747666073) | > loss_disc_real_5: 0.29346853494644165 (0.23171400829501773) | > loss_0: 2.4421491622924805 (2.423860270044078) | > loss_gen: 2.53897762298584 (2.3228419863659404) | > loss_kl: 2.1577818393707275 (2.6876258124475894) | > loss_feat: 6.370169162750244 (6.792627811431885) | > loss_mel: 17.452739715576172 (18.056888455929965) | > loss_duration: 2.2800581455230713 (2.3318630508754565) | > loss_1: 30.799726486206055 (32.1918473451034)  --> STEP: 24 | > loss_disc: 2.330134391784668 (2.4199550251166024) | > loss_disc_real_0: 0.08671145886182785 (0.14538348590334255) | > loss_disc_real_1: 0.2611377537250519 (0.1657349889477094) | > loss_disc_real_2: 0.2007029801607132 (0.21886089257895947) | > loss_disc_real_3: 0.18080362677574158 (0.22307882147530714) | > loss_disc_real_4: 0.2591194212436676 (0.24958048388361934) | > loss_disc_real_5: 0.2680615186691284 (0.23322848789393902) | > loss_0: 2.330134391784668 (2.4199550251166024) | > loss_gen: 2.7813456058502197 (2.341946303844452) | > loss_kl: 2.0568578243255615 (2.661343812942505) | > loss_feat: 7.5305352210998535 (6.823373953501384) | > loss_mel: 18.88698959350586 (18.09147600332896) | > loss_duration: 2.397642135620117 (2.3346038460731506) | > loss_1: 33.65336990356445 (32.25274411837261)  --> STEP: 25 | > loss_disc: 2.7035036087036133 (2.431296968460083) | > loss_disc_real_0: 0.21032938361167908 (0.147981321811676) | > loss_disc_real_1: 0.241904616355896 (0.16878177404403685) | > loss_disc_real_2: 0.26517561078071594 (0.22071348130702972) | > loss_disc_real_3: 0.22843073308467865 (0.22329289793968202) | > loss_disc_real_4: 0.3067528009414673 (0.2518673765659333) | > loss_disc_real_5: 0.29481789469718933 (0.23569206416606903) | > loss_0: 2.7035036087036133 (2.431296968460083) | > loss_gen: 2.134944438934326 (2.333666229248047) | > loss_kl: 2.8591132164001465 (2.6692545890808104) | > loss_feat: 4.703215599060059 (6.738567619323731) | > loss_mel: 16.080087661743164 (18.011020469665528) | > loss_duration: 2.3591580390930176 (2.3355860137939453) | > loss_1: 28.136518478393555 (32.08809509277344)  --> STEP: 26 | > loss_disc: 2.4229135513305664 (2.430974529339717) | > loss_disc_real_0: 0.1805957555770874 (0.14923572311034566) | > loss_disc_real_1: 0.151015505194664 (0.1680984560113687) | > loss_disc_real_2: 0.13192711770534515 (0.2172986211685034) | > loss_disc_real_3: 0.1038251519203186 (0.21869798463124496) | > loss_disc_real_4: 0.23736394941806793 (0.25130955244486153) | > loss_disc_real_5: 0.13472847640514374 (0.23180884925218728) | > loss_0: 2.4229135513305664 (2.430974529339717) | > loss_gen: 1.973759412765503 (2.3198236593833337) | > loss_kl: 2.3634085655212402 (2.6574912804823656) | > loss_feat: 22.288942337036133 (7.336658954620361) | > loss_mel: 20.0262393951416 (18.088528889876144) | > loss_duration: 2.3026251792907715 (2.334318289389977) | > loss_1: 48.95497131347656 (32.736821101262024) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023390696598933293 (-0.00016716810373159502) | > avg_loss_disc: 2.430974529339717 (-0.0026846482203564115) | > avg_loss_disc_real_0: 0.14923572311034566 (-0.040476315296613274) | > avg_loss_disc_real_1: 0.1680984560113687 (-0.03287655143783641) | > avg_loss_disc_real_2: 0.2172986211685034 (-0.05322613223240924) | > avg_loss_disc_real_3: 0.21869798463124496 (-0.06045261311989558) | > avg_loss_disc_real_4: 0.25130955244486153 (-0.010503831391151075) | > avg_loss_disc_real_5: 0.23180884925218728 (-0.030399968990912768) | > avg_loss_0: 2.430974529339717 (-0.0026846482203564115) | > avg_loss_gen: 2.3198236593833337 (-0.3941905773603005) | > avg_loss_kl: 2.6574912804823656 (-0.017986558950864318) | > avg_loss_feat: 7.336658954620361 (+0.5218584720905008) | > avg_loss_mel: 18.088528889876144 (+0.27933282118577196) | > avg_loss_duration: 2.334318289389977 (+0.004918263508723708) | > avg_loss_1: 32.736821101262024 (+0.39393234252928977)  > EPOCH: 417/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:24:06)   --> TIME: 2024-06-11 09:24:12 -- STEP: 14/330 -- GLOBAL_STEP: 225625 | > loss_disc: 2.410592794418335 (2.32698701109205) | > loss_disc_real_0: 0.10842776298522949 (0.10587240968431745) | > loss_disc_real_1: 0.23129890859127045 (0.20191096940210887) | > loss_disc_real_2: 0.24180957674980164 (0.21293423750570842) | > loss_disc_real_3: 0.2343308925628662 (0.22526864281722478) | > loss_disc_real_4: 0.26801347732543945 (0.22559667910848344) | > loss_disc_real_5: 0.23852376639842987 (0.21766202471085958) | > loss_0: 2.410592794418335 (2.32698701109205) | > grad_norm_0: tensor(18.9686, device='cuda:0') (tensor(13.9136, device='cuda:0')) | > loss_gen: 2.4813802242279053 (2.5215471472058977) | > loss_kl: 1.5834951400756836 (1.8834800464766366) | > loss_feat: 6.991480827331543 (6.974034241267613) | > loss_mel: 16.923690795898438 (18.152715001787463) | > loss_duration: 2.0771241188049316 (2.13867381640843) | > loss_1: 30.057170867919922 (31.670450346810476) | > grad_norm_1: tensor(190.2563, device='cuda:0') (tensor(140.0848, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3859 (0.36468958854675293) | > loader_time: 0.0038 (0.003259641783578055)  --> TIME: 2024-06-11 09:24:22 -- STEP: 39/330 -- GLOBAL_STEP: 225650 | > loss_disc: 2.262855052947998 (2.3410530151465005) | > loss_disc_real_0: 0.09977114945650101 (0.1067374967611753) | > loss_disc_real_1: 0.20378614962100983 (0.2007207052829938) | > loss_disc_real_2: 0.1876479983329773 (0.20921374895633796) | > loss_disc_real_3: 0.1956801414489746 (0.2283925486680789) | > loss_disc_real_4: 0.18965552747249603 (0.22795120454751527) | > loss_disc_real_5: 0.1729499101638794 (0.2201824214978096) | > loss_0: 2.262855052947998 (2.3410530151465005) | > grad_norm_0: tensor(24.0119, device='cuda:0') (tensor(16.9854, device='cuda:0')) | > loss_gen: 2.5655369758605957 (2.5074080503903904) | > loss_kl: 1.958952784538269 (1.8695963835104918) | > loss_feat: 8.123636245727539 (7.037609772804456) | > loss_mel: 17.952478408813477 (18.186620907905773) | > loss_duration: 2.022343158721924 (2.0618018309275303) | > loss_1: 32.622947692871094 (31.663036884405674) | > grad_norm_1: tensor(350.4537, device='cuda:0') (tensor(195.2602, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3821 (0.3671680780557486) | > loader_time: 0.0036 (0.003349169706686949)  --> TIME: 2024-06-11 09:24:31 -- STEP: 64/330 -- GLOBAL_STEP: 225675 | > loss_disc: 2.3542892932891846 (2.34224047884345) | > loss_disc_real_0: 0.14133112132549286 (0.10756741953082383) | > loss_disc_real_1: 0.21456408500671387 (0.2027837517671287) | > loss_disc_real_2: 0.24504238367080688 (0.21135292737744749) | > loss_disc_real_3: 0.26059937477111816 (0.22899408102966845) | > loss_disc_real_4: 0.22918134927749634 (0.22770941467024386) | > loss_disc_real_5: 0.21785931289196014 (0.21994479931890965) | > loss_0: 2.3542892932891846 (2.34224047884345) | > grad_norm_0: tensor(42.5826, device='cuda:0') (tensor(23.7179, device='cuda:0')) | > loss_gen: 2.4291694164276123 (2.518817998468876) | > loss_kl: 1.8653595447540283 (1.8735594749450684) | > loss_feat: 7.280702590942383 (7.1347995698452) | > loss_mel: 18.320478439331055 (18.142851799726493) | > loss_duration: 2.042881965637207 (2.0395634807646275) | > loss_1: 31.93859100341797 (31.709592193365097) | > grad_norm_1: tensor(698.0255, device='cuda:0') (tensor(243.4865, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3791 (0.3713372461497784) | > loader_time: 0.0038 (0.003514658659696579)  --> TIME: 2024-06-11 09:24:41 -- STEP: 89/330 -- GLOBAL_STEP: 225700 | > loss_disc: 2.351776123046875 (2.345213900791124) | > loss_disc_real_0: 0.1068606823682785 (0.10830468684434891) | > loss_disc_real_1: 0.1957499384880066 (0.2026179523280497) | > loss_disc_real_2: 0.2054165005683899 (0.2100129561142975) | > loss_disc_real_3: 0.22688305377960205 (0.22903389073489758) | > loss_disc_real_4: 0.24247367680072784 (0.22854634801323495) | > loss_disc_real_5: 0.21162378787994385 (0.2202284809913528) | > loss_0: 2.351776123046875 (2.345213900791124) | > grad_norm_0: tensor(9.0642, device='cuda:0') (tensor(21.2523, device='cuda:0')) | > loss_gen: 2.4766862392425537 (2.514954950032609) | > loss_kl: 1.9176526069641113 (1.8799564476763264) | > loss_feat: 6.7501912117004395 (7.16558862536141) | > loss_mel: 17.289583206176758 (18.08874027380783) | > loss_duration: 2.0290234088897705 (2.030272970038853) | > loss_1: 30.463138580322266 (31.679513159762607) | > grad_norm_1: tensor(111.0447, device='cuda:0') (tensor(238.8147, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3801 (0.3722496220235075) | > loader_time: 0.0037 (0.00361755724703328)  --> TIME: 2024-06-11 09:24:50 -- STEP: 114/330 -- GLOBAL_STEP: 225725 | > loss_disc: 2.357311487197876 (2.343796171640093) | > loss_disc_real_0: 0.1457900106906891 (0.10963424327864982) | > loss_disc_real_1: 0.24372953176498413 (0.2014837497681902) | > loss_disc_real_2: 0.21642397344112396 (0.21118584105320143) | > loss_disc_real_3: 0.23607192933559418 (0.2281281877505152) | > loss_disc_real_4: 0.2682434618473053 (0.2287468783426703) | > loss_disc_real_5: 0.27136456966400146 (0.22009089732902093) | > loss_0: 2.357311487197876 (2.343796171640093) | > grad_norm_0: tensor(21.2156, device='cuda:0') (tensor(20.4211, device='cuda:0')) | > loss_gen: 2.8187520503997803 (2.516986052195231) | > loss_kl: 2.024644374847412 (1.8877775972349602) | > loss_feat: 7.280219554901123 (7.149810728273894) | > loss_mel: 18.872398376464844 (18.0805226878116) | > loss_duration: 2.042543888092041 (2.029281909005684) | > loss_1: 33.03855895996094 (31.664378852174995) | > grad_norm_1: tensor(290.4857, device='cuda:0') (tensor(229.0124, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3751 (0.3737454644420691) | > loader_time: 0.0038 (0.003662864367167155)  --> TIME: 2024-06-11 09:25:00 -- STEP: 139/330 -- GLOBAL_STEP: 225750 | > loss_disc: 2.3009204864501953 (2.346538224666237) | > loss_disc_real_0: 0.12906968593597412 (0.11108751412775876) | > loss_disc_real_1: 0.17494803667068481 (0.20130813164676695) | > loss_disc_real_2: 0.1855238378047943 (0.21150823119732973) | > loss_disc_real_3: 0.2230413407087326 (0.2289887482313801) | > loss_disc_real_4: 0.23435978591442108 (0.2285085569182746) | > loss_disc_real_5: 0.22793176770210266 (0.2200400170019205) | > loss_0: 2.3009204864501953 (2.346538224666237) | > grad_norm_0: tensor(8.0412, device='cuda:0') (tensor(19.7898, device='cuda:0')) | > loss_gen: 2.59080171585083 (2.5122858929119523) | > loss_kl: 1.8354384899139404 (1.8917852717337849) | > loss_feat: 6.847578048706055 (7.15691905742069) | > loss_mel: 18.05680274963379 (18.122889264882037) | > loss_duration: 2.0831797122955322 (2.0327897071838383) | > loss_1: 31.413799285888672 (31.716669096363535) | > grad_norm_1: tensor(213.9315, device='cuda:0') (tensor(225.4479, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.367 (0.3756203857257212) | > loader_time: 0.0039 (0.003741442728385651)  --> TIME: 2024-06-11 09:25:10 -- STEP: 164/330 -- GLOBAL_STEP: 225775 | > loss_disc: 2.3453941345214844 (2.3470559410932577) | > loss_disc_real_0: 0.17757423222064972 (0.113480471301733) | > loss_disc_real_1: 0.21023957431316376 (0.20137927099698927) | > loss_disc_real_2: 0.19750849902629852 (0.2119030611725842) | > loss_disc_real_3: 0.18685227632522583 (0.22844841149522038) | > loss_disc_real_4: 0.2004682570695877 (0.2273344744632884) | > loss_disc_real_5: 0.19510653614997864 (0.2193978814998778) | > loss_0: 2.3453941345214844 (2.3470559410932577) | > grad_norm_0: tensor(24.9496, device='cuda:0') (tensor(22.0581, device='cuda:0')) | > loss_gen: 2.599930763244629 (2.5144698285475022) | > loss_kl: 1.815218448638916 (1.8942297522614642) | > loss_feat: 7.909235000610352 (7.1804620579975404) | > loss_mel: 19.053874969482422 (18.145293363710724) | > loss_duration: 2.1105642318725586 (2.0348667800426488) | > loss_1: 33.48882293701172 (31.769321650993533) | > grad_norm_1: tensor(417.4592, device='cuda:0') (tensor(238.9377, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3798 (0.3772202802867425) | > loader_time: 0.0044 (0.0038191458074057975)  --> TIME: 2024-06-11 09:25:20 -- STEP: 189/330 -- GLOBAL_STEP: 225800 | > loss_disc: 2.4399302005767822 (2.3477535878539713) | > loss_disc_real_0: 0.07553271949291229 (0.11266663059513404) | > loss_disc_real_1: 0.18018457293510437 (0.20067881252715197) | > loss_disc_real_2: 0.2218364030122757 (0.21195511559329966) | > loss_disc_real_3: 0.20333772897720337 (0.22892550114916746) | > loss_disc_real_4: 0.24275583028793335 (0.2291112105367045) | > loss_disc_real_5: 0.2294807732105255 (0.21980572243531546) | > loss_0: 2.4399302005767822 (2.3477535878539713) | > grad_norm_0: tensor(41.7150, device='cuda:0') (tensor(22.8750, device='cuda:0')) | > loss_gen: 2.44588565826416 (2.521016792014794) | > loss_kl: 1.905415415763855 (1.8931902268576244) | > loss_feat: 7.026823997497559 (7.192895271159984) | > loss_mel: 17.314918518066406 (18.113906295211223) | > loss_duration: 2.122344493865967 (2.041629630421835) | > loss_1: 30.815387725830078 (31.76263807185743) | > grad_norm_1: tensor(464.5523, device='cuda:0') (tensor(248.4854, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.3983 (0.37896618010505795) | > loader_time: 0.0045 (0.003942426550325263)  --> TIME: 2024-06-11 09:25:30 -- STEP: 214/330 -- GLOBAL_STEP: 225825 | > loss_disc: 2.4072630405426025 (2.3504182122578126) | > loss_disc_real_0: 0.1143813207745552 (0.11430348111229523) | > loss_disc_real_1: 0.2185472548007965 (0.20155851285312779) | > loss_disc_real_2: 0.25495365262031555 (0.21214924432406915) | > loss_disc_real_3: 0.26297131180763245 (0.22892790803006877) | > loss_disc_real_4: 0.2271566241979599 (0.22856935420047456) | > loss_disc_real_5: 0.2550680339336395 (0.22045798042667247) | > loss_0: 2.4072630405426025 (2.3504182122578126) | > grad_norm_0: tensor(8.9970, device='cuda:0') (tensor(25.1908, device='cuda:0')) | > loss_gen: 2.6730568408966064 (2.52533366635581) | > loss_kl: 1.9114621877670288 (1.89259096896537) | > loss_feat: 6.60560941696167 (7.201737490769859) | > loss_mel: 17.41510772705078 (18.064143555186618) | > loss_duration: 2.1485342979431152 (2.0480537208441265) | > loss_1: 30.75377082824707 (31.731859296281762) | > grad_norm_1: tensor(415.1149, device='cuda:0') (tensor(263.3820, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.4091 (0.3817674188970405) | > loader_time: 0.0049 (0.00408544941483257)  --> TIME: 2024-06-11 09:25:41 -- STEP: 239/330 -- GLOBAL_STEP: 225850 | > loss_disc: 2.4520888328552246 (2.3545183546872317) | > loss_disc_real_0: 0.15756259858608246 (0.11479879772313968) | > loss_disc_real_1: 0.21689142286777496 (0.2014135912871261) | > loss_disc_real_2: 0.2181762307882309 (0.2120177930369038) | > loss_disc_real_3: 0.24243135750293732 (0.2289562722878476) | > loss_disc_real_4: 0.22359000146389008 (0.22874053084451285) | > loss_disc_real_5: 0.1828957200050354 (0.2203050663531076) | > loss_0: 2.4520888328552246 (2.3545183546872317) | > grad_norm_0: tensor(43.4632, device='cuda:0') (tensor(25.4620, device='cuda:0')) | > loss_gen: 2.4013819694519043 (2.5169622868174786) | > loss_kl: 1.836427092552185 (1.8956796324901501) | > loss_feat: 7.585309982299805 (7.172531546907944) | > loss_mel: 17.433042526245117 (18.006376202635188) | > loss_duration: 2.0856518745422363 (2.055803978792295) | > loss_1: 31.341812133789062 (31.647353503494582) | > grad_norm_1: tensor(442.2955, device='cuda:0') (tensor(270.1941, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.4154 (0.3855162824048158) | > loader_time: 0.0052 (0.004205205949280551)  --> TIME: 2024-06-11 09:25:52 -- STEP: 264/330 -- GLOBAL_STEP: 225875 | > loss_disc: 2.2864224910736084 (2.35429262843999) | > loss_disc_real_0: 0.12069472670555115 (0.11552198211464919) | > loss_disc_real_1: 0.18479131162166595 (0.20161072029308838) | > loss_disc_real_2: 0.18438291549682617 (0.21253958321882016) | > loss_disc_real_3: 0.19798195362091064 (0.228800618230845) | > loss_disc_real_4: 0.19957934319972992 (0.22854743903559266) | > loss_disc_real_5: 0.198819100856781 (0.22026360768711928) | > loss_0: 2.2864224910736084 (2.35429262843999) | > grad_norm_0: tensor(53.2462, device='cuda:0') (tensor(27.4641, device='cuda:0')) | > loss_gen: 2.355009078979492 (2.517303143486832) | > loss_kl: 1.9592125415802002 (1.9018126712604002) | > loss_feat: 6.961628437042236 (7.179970613031676) | > loss_mel: 17.103384017944336 (17.967801982706245) | > loss_duration: 2.1743555068969727 (2.0632500472393906) | > loss_1: 30.5535888671875 (31.63013831774394) | > grad_norm_1: tensor(502.8663, device='cuda:0') (tensor(285.8691, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.4375 (0.38965890082446014) | > loader_time: 0.0055 (0.0043364194306460295)  --> TIME: 2024-06-11 09:26:04 -- STEP: 289/330 -- GLOBAL_STEP: 225900 | > loss_disc: 2.437375545501709 (2.3591914440933808) | > loss_disc_real_0: 0.1640552580356598 (0.11608678922314958) | > loss_disc_real_1: 0.2101576328277588 (0.20185868679239677) | > loss_disc_real_2: 0.22168657183647156 (0.2131902480620414) | > loss_disc_real_3: 0.2154499739408493 (0.22886305562765127) | > loss_disc_real_4: 0.213190957903862 (0.22879091714698963) | > loss_disc_real_5: 0.18440450727939606 (0.22077497860552112) | > loss_0: 2.437375545501709 (2.3591914440933808) | > grad_norm_0: tensor(19.7116, device='cuda:0') (tensor(29.3811, device='cuda:0')) | > loss_gen: 2.4429080486297607 (2.5146717769464404) | > loss_kl: 1.897963047027588 (1.9060743985291584) | > loss_feat: 6.908354759216309 (7.187271888693311) | > loss_mel: 16.5330753326416 (17.931902354151326) | > loss_duration: 2.221501588821411 (2.072478262610914) | > loss_1: 30.003803253173828 (31.61239855677199) | > grad_norm_1: tensor(564.7147, device='cuda:0') (tensor(300.8408, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.4584 (0.3950030853179087) | > loader_time: 0.006 (0.00449141169089347)  --> TIME: 2024-06-11 09:26:16 -- STEP: 314/330 -- GLOBAL_STEP: 225925 | > loss_disc: 2.40293025970459 (2.362050669208454) | > loss_disc_real_0: 0.09372754395008087 (0.11765337825580767) | > loss_disc_real_1: 0.22300638258457184 (0.20161942914602857) | > loss_disc_real_2: 0.23572507500648499 (0.21342922666460085) | > loss_disc_real_3: 0.24616184830665588 (0.22906376255355823) | > loss_disc_real_4: 0.22692294418811798 (0.22832437300947822) | > loss_disc_real_5: 0.2581005096435547 (0.220979062472559) | > loss_0: 2.40293025970459 (2.362050669208454) | > grad_norm_0: tensor(24.0894, device='cuda:0') (tensor(31.5234, device='cuda:0')) | > loss_gen: 2.5896754264831543 (2.5121130723102834) | > loss_kl: 1.8600292205810547 (1.9079124008773998) | > loss_feat: 7.224548816680908 (7.18458679830952) | > loss_mel: 17.89949607849121 (17.88215367505506) | > loss_duration: 2.2741308212280273 (2.084902796396024) | > loss_1: 31.847881317138672 (31.571668643101006) | > grad_norm_1: tensor(312.8848, device='cuda:0') (tensor(307.2551, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.5278 (0.40285495360186147) | > loader_time: 0.0081 (0.0046889387118588585)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4780972003936768 (2.4780972003936768) | > loss_disc_real_0: 0.15515097975730896 (0.15515097975730896) | > loss_disc_real_1: 0.163331538438797 (0.163331538438797) | > loss_disc_real_2: 0.20015335083007812 (0.20015335083007812) | > loss_disc_real_3: 0.27444276213645935 (0.27444276213645935) | > loss_disc_real_4: 0.2592611014842987 (0.2592611014842987) | > loss_disc_real_5: 0.2427266240119934 (0.2427266240119934) | > loss_0: 2.4780972003936768 (2.4780972003936768) | > loss_gen: 2.2516391277313232 (2.2516391277313232) | > loss_kl: 2.612393617630005 (2.612393617630005) | > loss_feat: 6.504603385925293 (6.504603385925293) | > loss_mel: 15.755471229553223 (15.755471229553223) | > loss_duration: 2.7774908542633057 (2.7774908542633057) | > loss_1: 29.901596069335938 (29.901596069335938)  --> STEP: 1 | > loss_disc: 2.0192620754241943 (2.0192620754241943) | > loss_disc_real_0: 0.14018557965755463 (0.14018557965755463) | > loss_disc_real_1: 0.09303318709135056 (0.09303318709135056) | > loss_disc_real_2: 0.17607317864894867 (0.17607317864894867) | > loss_disc_real_3: 0.1818985790014267 (0.1818985790014267) | > loss_disc_real_4: 0.2125626802444458 (0.2125626802444458) | > loss_disc_real_5: 0.20724067091941833 (0.20724067091941833) | > loss_0: 2.0192620754241943 (2.0192620754241943) | > loss_gen: 2.5803701877593994 (2.5803701877593994) | > loss_kl: 2.0803725719451904 (2.0803725719451904) | > loss_feat: 7.59176778793335 (7.59176778793335) | > loss_mel: 19.660505294799805 (19.660505294799805) | > loss_duration: 2.3902039527893066 (2.3902039527893066) | > loss_1: 34.303218841552734 (34.303218841552734)  --> STEP: 2 | > loss_disc: 2.1386404037475586 (2.0789512395858765) | > loss_disc_real_0: 0.07312092185020447 (0.10665325075387955) | > loss_disc_real_1: 0.10739878565073013 (0.10021598637104034) | > loss_disc_real_2: 0.16286244988441467 (0.16946781426668167) | > loss_disc_real_3: 0.3007107079029083 (0.2413046434521675) | > loss_disc_real_4: 0.19554784893989563 (0.20405526459217072) | > loss_disc_real_5: 0.2355719357728958 (0.22140630334615707) | > loss_0: 2.1386404037475586 (2.0789512395858765) | > loss_gen: 2.308720350265503 (2.444545269012451) | > loss_kl: 3.2591874599456787 (2.6697800159454346) | > loss_feat: 5.9342193603515625 (6.762993574142456) | > loss_mel: 19.704713821411133 (19.68260955810547) | > loss_duration: 2.4446253776550293 (2.417414665222168) | > loss_1: 33.651466369628906 (33.97734260559082)  --> STEP: 3 | > loss_disc: 2.3589587211608887 (2.1722870667775473) | > loss_disc_real_0: 0.08928021788597107 (0.10086223979791005) | > loss_disc_real_1: 0.14767302572727203 (0.11603499948978424) | > loss_disc_real_2: 0.1904830038547516 (0.17647287746270499) | > loss_disc_real_3: 0.26212963461875916 (0.24824630717436472) | > loss_disc_real_4: 0.2267487347126007 (0.21161975463231406) | > loss_disc_real_5: 0.2632591128349304 (0.23535723984241486) | > loss_0: 2.3589587211608887 (2.1722870667775473) | > loss_gen: 2.2080800533294678 (2.3657235304514566) | > loss_kl: 3.412545919418335 (2.9173686504364014) | > loss_feat: 6.120347499847412 (6.548778216044108) | > loss_mel: 17.01167106628418 (18.79229672749837) | > loss_duration: 2.3272793292999268 (2.3873695532480874) | > loss_1: 31.079923629760742 (33.011536280314125)  --> STEP: 4 | > loss_disc: 2.389791965484619 (2.226663291454315) | > loss_disc_real_0: 0.1143931970000267 (0.10424497909843922) | > loss_disc_real_1: 0.1033484935760498 (0.11286337301135063) | > loss_disc_real_2: 0.25200754404067993 (0.19535654410719872) | > loss_disc_real_3: 0.22543904185295105 (0.2425444908440113) | > loss_disc_real_4: 0.19024348258972168 (0.20627568662166595) | > loss_disc_real_5: 0.19620008766651154 (0.22556795179843903) | > loss_0: 2.389791965484619 (2.226663291454315) | > loss_gen: 2.3205857276916504 (2.354439079761505) | > loss_kl: 2.903099298477173 (2.9138013124465942) | > loss_feat: 10.424083709716797 (7.51760458946228) | > loss_mel: 17.943580627441406 (18.58011770248413) | > loss_duration: 2.2901315689086914 (2.3630600571632385) | > loss_1: 35.8814811706543 (33.72902250289917)  --> STEP: 5 | > loss_disc: 2.051745653152466 (2.191679763793945) | > loss_disc_real_0: 0.15902388095855713 (0.1152007594704628) | > loss_disc_real_1: 0.11876711249351501 (0.11404412090778351) | > loss_disc_real_2: 0.1318875402212143 (0.18266274333000182) | > loss_disc_real_3: 0.24189764261245728 (0.2424151211977005) | > loss_disc_real_4: 0.18969546258449554 (0.20295964181423187) | > loss_disc_real_5: 0.14807818830013275 (0.21006999909877777) | > loss_0: 2.051745653152466 (2.191679763793945) | > loss_gen: 2.5774521827697754 (2.399041700363159) | > loss_kl: 2.7859926223754883 (2.8882395744323732) | > loss_feat: 7.527291297912598 (7.519541931152344) | > loss_mel: 19.384605407714844 (18.741015243530274) | > loss_duration: 2.3621184825897217 (2.3628717422485352) | > loss_1: 34.63745880126953 (33.91070976257324)  --> STEP: 6 | > loss_disc: 2.3744049072265625 (2.2221339543660483) | > loss_disc_real_0: 0.10038363933563232 (0.11273123944799106) | > loss_disc_real_1: 0.12022306770086288 (0.11507394537329674) | > loss_disc_real_2: 0.12002096325159073 (0.17222244665026665) | > loss_disc_real_3: 0.26769205927848816 (0.2466279442111651) | > loss_disc_real_4: 0.17053990066051483 (0.1975563516219457) | > loss_disc_real_5: 0.17931479215621948 (0.20494413127501807) | > loss_0: 2.3744049072265625 (2.2221339543660483) | > loss_gen: 2.067260265350342 (2.3437447945276895) | > loss_kl: 2.496258020401001 (2.8229093154271445) | > loss_feat: 6.157915115356445 (7.292604128519694) | > loss_mel: 19.587356567382812 (18.88207213083903) | > loss_duration: 2.169619560241699 (2.330663045247396) | > loss_1: 32.47840881347656 (33.67199293772379)  --> STEP: 7 | > loss_disc: 2.0205304622650146 (2.193333455494472) | > loss_disc_real_0: 0.06623244285583496 (0.10608855422054018) | > loss_disc_real_1: 0.12760862708091736 (0.11686461418867111) | > loss_disc_real_2: 0.20810075104236603 (0.17734791870628083) | > loss_disc_real_3: 0.28671684861183167 (0.25235493055411745) | > loss_disc_real_4: 0.18950118124485016 (0.19640561299664633) | > loss_disc_real_5: 0.1943112462759018 (0.20342514770371573) | > loss_0: 2.0205304622650146 (2.193333455494472) | > loss_gen: 2.563913106918335 (2.375197410583496) | > loss_kl: 3.8424229621887207 (2.9685541221073697) | > loss_feat: 8.217641830444336 (7.424752371651786) | > loss_mel: 19.29391098022461 (18.940906252179825) | > loss_duration: 2.463071584701538 (2.349578550883702) | > loss_1: 36.380958557128906 (34.05898802621024)  --> STEP: 8 | > loss_disc: 2.4512109756469727 (2.2255681455135345) | > loss_disc_real_0: 0.19582481682300568 (0.11730558704584837) | > loss_disc_real_1: 0.21065810322761536 (0.12858880031853914) | > loss_disc_real_2: 0.20378868281841278 (0.18065301422029734) | > loss_disc_real_3: 0.27620258927345276 (0.2553358878940344) | > loss_disc_real_4: 0.20863214135169983 (0.19793392904102802) | > loss_disc_real_5: 0.25570231676101685 (0.20995979383587837) | > loss_0: 2.4512109756469727 (2.2255681455135345) | > loss_gen: 2.2697322368621826 (2.362014263868332) | > loss_kl: 3.2178142070770264 (2.9997116327285767) | > loss_feat: 5.43310546875 (7.1757965087890625) | > loss_mel: 13.96965217590332 (18.319499492645264) | > loss_duration: 2.1949799060821533 (2.3302537202835083) | > loss_1: 27.085283279418945 (33.18727493286133)  --> STEP: 9 | > loss_disc: 1.9473519325256348 (2.1946552329593234) | > loss_disc_real_0: 0.13473963737487793 (0.11924270374907388) | > loss_disc_real_1: 0.09426639974117279 (0.12477520025438732) | > loss_disc_real_2: 0.16141587495803833 (0.17851555430226856) | > loss_disc_real_3: 0.20412997901439667 (0.24964634246296352) | > loss_disc_real_4: 0.17471884191036224 (0.19535447491539848) | > loss_disc_real_5: 0.13319392502307892 (0.20143025285667843) | > loss_0: 1.9473519325256348 (2.1946552329593234) | > loss_gen: 2.532198190689087 (2.380923589070638) | > loss_kl: 2.3826935291290283 (2.93115406566196) | > loss_feat: 11.570405960083008 (7.664086447821723) | > loss_mel: 19.28192138671875 (18.426435258653427) | > loss_duration: 2.1077451705932617 (2.305530548095703) | > loss_1: 37.87496566772461 (33.708129458957245)  --> STEP: 10 | > loss_disc: 2.555532455444336 (2.2307429552078246) | > loss_disc_real_0: 0.1934734582901001 (0.1266657792031765) | > loss_disc_real_1: 0.1871182769536972 (0.1310095079243183) | > loss_disc_real_2: 0.24385662376880646 (0.18504966124892236) | > loss_disc_real_3: 0.3138805031776428 (0.2560697585344315) | > loss_disc_real_4: 0.252812922000885 (0.20110031962394714) | > loss_disc_real_5: 0.2775879502296448 (0.20904602259397506) | > loss_0: 2.555532455444336 (2.2307429552078246) | > loss_gen: 2.4017603397369385 (2.383007264137268) | > loss_kl: 2.347705364227295 (2.8728091955184936) | > loss_feat: 6.207076072692871 (7.518385410308838) | > loss_mel: 17.27741050720215 (18.3115327835083) | > loss_duration: 2.2359628677368164 (2.2985737800598143) | > loss_1: 30.469913482666016 (33.384307861328125)  --> STEP: 11 | > loss_disc: 2.2111024856567383 (2.2289574579759077) | > loss_disc_real_0: 0.10133891552686691 (0.12436333705078471) | > loss_disc_real_1: 0.13384848833084106 (0.13126759705218402) | > loss_disc_real_2: 0.15573735535144806 (0.18238490616733377) | > loss_disc_real_3: 0.25067275762557983 (0.25557912208817224) | > loss_disc_real_4: 0.23630593717098236 (0.20430083031004126) | > loss_disc_real_5: 0.23724430799484253 (0.211609503084963) | > loss_0: 2.2111024856567383 (2.2289574579759077) | > loss_gen: 2.4201102256774902 (2.386380260640925) | > loss_kl: 2.6852340698242188 (2.8557569113644687) | > loss_feat: 7.55502986907959 (7.521716724742543) | > loss_mel: 18.722305297851562 (18.348875739357688) | > loss_duration: 2.400568723678589 (2.307846047661521) | > loss_1: 33.78324890136719 (33.420575228604406)  --> STEP: 12 | > loss_disc: 2.426745891571045 (2.245439827442169) | > loss_disc_real_0: 0.17856203019618988 (0.12887989481290182) | > loss_disc_real_1: 0.2040369212627411 (0.13733170740306377) | > loss_disc_real_2: 0.16138434410095215 (0.18063485932846865) | > loss_disc_real_3: 0.21784208714962006 (0.2524343691766262) | > loss_disc_real_4: 0.20100051164627075 (0.20402580375472704) | > loss_disc_real_5: 0.21455825865268707 (0.2118552327156067) | > loss_0: 2.426745891571045 (2.245439827442169) | > loss_gen: 2.0122952461242676 (2.3552065094312034) | > loss_kl: 2.860690116882324 (2.85616801182429) | > loss_feat: 5.6880903244018555 (7.368914524714152) | > loss_mel: 16.645893096923828 (18.206960519154865) | > loss_duration: 2.226811408996582 (2.301093161106109) | > loss_1: 29.433780670166016 (33.088342348734535)  --> STEP: 13 | > loss_disc: 2.491288423538208 (2.264351257911095) | > loss_disc_real_0: 0.12932182848453522 (0.12891388971071976) | > loss_disc_real_1: 0.16494788229465485 (0.13945602854857078) | > loss_disc_real_2: 0.20800372958183289 (0.1827401570402659) | > loss_disc_real_3: 0.23015853762626648 (0.2507208436727524) | > loss_disc_real_4: 0.2280309796333313 (0.20587235574538892) | > loss_disc_real_5: 0.26546815037727356 (0.21597930330496568) | > loss_0: 2.491288423538208 (2.264351257911095) | > loss_gen: 2.086052417755127 (2.3345023485330434) | > loss_kl: 2.9164445400238037 (2.8608046678396373) | > loss_feat: 6.509731769561768 (7.302823543548584) | > loss_mel: 16.754213333129883 (18.095210735614483) | > loss_duration: 2.2493531703948975 (2.297113161820631) | > loss_1: 30.51579475402832 (32.890454072218674)  --> STEP: 14 | > loss_disc: 2.367652654647827 (2.2717299291065762) | > loss_disc_real_0: 0.0932614728808403 (0.12636728850858553) | > loss_disc_real_1: 0.1303098350763321 (0.13880272901483945) | > loss_disc_real_2: 0.18926259875297546 (0.18320604573403085) | > loss_disc_real_3: 0.2609035074710846 (0.2514481768012047) | > loss_disc_real_4: 0.24676445126533508 (0.20879321971109935) | > loss_disc_real_5: 0.2547159492969513 (0.21874620659010752) | > loss_0: 2.367652654647827 (2.2717299291065762) | > loss_gen: 2.2142601013183594 (2.3259136165891374) | > loss_kl: 3.0919101238250732 (2.8773122004100253) | > loss_feat: 5.796091556549072 (7.195199830191476) | > loss_mel: 18.8569278717041 (18.149619102478027) | > loss_duration: 2.341470718383789 (2.3002815587179994) | > loss_1: 32.3006591796875 (32.848325865609304)  --> STEP: 15 | > loss_disc: 2.4651591777801514 (2.284625212351481) | > loss_disc_real_0: 0.13026264309883118 (0.1266269788146019) | > loss_disc_real_1: 0.17445774376392365 (0.14117972999811174) | > loss_disc_real_2: 0.1453782171010971 (0.1806841904918353) | > loss_disc_real_3: 0.2178780436515808 (0.2492101679245631) | > loss_disc_real_4: 0.20690207183361053 (0.20866714318593343) | > loss_disc_real_5: 0.2023758739233017 (0.21765485107898713) | > loss_0: 2.4651591777801514 (2.284625212351481) | > loss_gen: 2.129415512084961 (2.3128137429555258) | > loss_kl: 3.023172616958618 (2.8870362281799316) | > loss_feat: 8.959369659423828 (7.312811152140299) | > loss_mel: 19.03266143798828 (18.208488591512044) | > loss_duration: 2.3197574615478516 (2.30157995223999) | > loss_1: 35.464378356933594 (33.022729365030926)  --> STEP: 16 | > loss_disc: 2.845174789428711 (2.319659560918808) | > loss_disc_real_0: 0.12232507765293121 (0.12635810999199748) | > loss_disc_real_1: 0.3100702166557312 (0.15173538541421294) | > loss_disc_real_2: 0.21606884896755219 (0.18289573164656758) | > loss_disc_real_3: 0.34995806217193604 (0.2555069113150239) | > loss_disc_real_4: 0.25278156995773315 (0.2114242948591709) | > loss_disc_real_5: 0.2860473096370697 (0.22192937973886728) | > loss_0: 2.845174789428711 (2.319659560918808) | > loss_gen: 2.6492106914520264 (2.333838552236557) | > loss_kl: 2.721252918243408 (2.876674771308899) | > loss_feat: 11.421943664550781 (7.569631934165955) | > loss_mel: 19.29945182800293 (18.276673793792725) | > loss_duration: 2.348238945007324 (2.304496139287948) | > loss_1: 38.440101623535156 (33.36131513118744)  --> STEP: 17 | > loss_disc: 2.4688353538513184 (2.328434607561897) | > loss_disc_real_0: 0.15698178112506866 (0.1281595024115899) | > loss_disc_real_1: 0.17823079228401184 (0.15329393875949524) | > loss_disc_real_2: 0.2161780744791031 (0.18485351651906967) | > loss_disc_real_3: 0.27856433391571045 (0.25686323029153485) | > loss_disc_real_4: 0.2607085108757019 (0.2143233663895551) | > loss_disc_real_5: 0.2932261526584625 (0.226123307557667) | > loss_0: 2.4688353538513184 (2.328434607561897) | > loss_gen: 2.385389566421509 (2.336870964835672) | > loss_kl: 2.30983567237854 (2.8433312949012306) | > loss_feat: 6.064333438873291 (7.481084963854621) | > loss_mel: 17.06196403503418 (18.205220278571634) | > loss_duration: 2.356698513031006 (2.3075668671551868) | > loss_1: 30.17822265625 (33.17407439736759)  --> STEP: 18 | > loss_disc: 2.2079007625579834 (2.321738282839457) | > loss_disc_real_0: 0.1271129995584488 (0.12810136336419317) | > loss_disc_real_1: 0.14584578573703766 (0.15288015248046982) | > loss_disc_real_2: 0.14628329873085022 (0.18271072664194637) | > loss_disc_real_3: 0.1887742578983307 (0.25308050960302353) | > loss_disc_real_4: 0.21631810069084167 (0.2144341849618488) | > loss_disc_real_5: 0.23336385190486908 (0.22652556002140045) | > loss_0: 2.2079007625579834 (2.321738282839457) | > loss_gen: 2.3955159187316895 (2.340129017829895) | > loss_kl: 2.5137505531311035 (2.825021253691779) | > loss_feat: 8.996447563171387 (7.565271774927775) | > loss_mel: 20.976909637451172 (18.35920302073161) | > loss_duration: 2.1988577842712402 (2.3015274736616345) | > loss_1: 37.081478118896484 (33.39115238189697)  --> STEP: 19 | > loss_disc: 2.4975483417510986 (2.3309914438348067) | > loss_disc_real_0: 0.15419647097587585 (0.12947479008059753) | > loss_disc_real_1: 0.2834680378437042 (0.15975319907853477) | > loss_disc_real_2: 0.19887180626392365 (0.18356130977994517) | > loss_disc_real_3: 0.23922349512577057 (0.25235119305158915) | > loss_disc_real_4: 0.23634374141693115 (0.2155873195121163) | > loss_disc_real_5: 0.25959232449531555 (0.22826591604634336) | > loss_0: 2.4975483417510986 (2.3309914438348067) | > loss_gen: 2.285348415374756 (2.337245828226993) | > loss_kl: 1.8873416185379028 (2.7756696939468384) | > loss_feat: 6.257638931274414 (7.496448993682861) | > loss_mel: 17.86030387878418 (18.332945171155426) | > loss_duration: 2.3241214752197266 (2.3027166316383765) | > loss_1: 30.61475372314453 (33.24502613669947)  --> STEP: 20 | > loss_disc: 2.5565032958984375 (2.3422670364379883) | > loss_disc_real_0: 0.11073997616767883 (0.12853804938495159) | > loss_disc_real_1: 0.11022364348173141 (0.1572767212986946) | > loss_disc_real_2: 0.21028579771518707 (0.18489753417670726) | > loss_disc_real_3: 0.33789172768592834 (0.25662821978330613) | > loss_disc_real_4: 0.30101317167282104 (0.2198586121201515) | > loss_disc_real_5: 0.2850414514541626 (0.23110469281673432) | > loss_0: 2.5565032958984375 (2.3422670364379883) | > loss_gen: 2.217186212539673 (2.3312428474426268) | > loss_kl: 2.4167113304138184 (2.7577217757701873) | > loss_feat: 6.6773223876953125 (7.455492663383484) | > loss_mel: 19.5862979888916 (18.395612812042238) | > loss_duration: 2.2819817066192627 (2.3016798853874207) | > loss_1: 33.179500579833984 (33.241749858856195)  --> STEP: 21 | > loss_disc: 2.479628562927246 (2.3488080615089055) | > loss_disc_real_0: 0.10778571665287018 (0.12754984306437628) | > loss_disc_real_1: 0.16126233339309692 (0.157466512350809) | > loss_disc_real_2: 0.2755272388458252 (0.18921323439904622) | > loss_disc_real_3: 0.2862280309200287 (0.25803773459934054) | > loss_disc_real_4: 0.2633346617221832 (0.22192890019643874) | > loss_disc_real_5: 0.2384733259677887 (0.23145558010964168) | > loss_0: 2.479628562927246 (2.3488080615089055) | > loss_gen: 2.223750114440918 (2.326124145871117) | > loss_kl: 2.554154872894287 (2.748028113728478) | > loss_feat: 4.895613670349121 (7.333593663715181) | > loss_mel: 16.16073226928711 (18.289189929053897) | > loss_duration: 2.1388449668884277 (2.2939258416493735) | > loss_1: 27.97309684753418 (32.990861620221814)  --> STEP: 22 | > loss_disc: 2.216552972793579 (2.3427964665673) | > loss_disc_real_0: 0.14089250564575195 (0.1281563277271661) | > loss_disc_real_1: 0.12915149331092834 (0.15617946603081442) | > loss_disc_real_2: 0.17595088481903076 (0.18861040032722734) | > loss_disc_real_3: 0.18753373622894287 (0.2548330074006861) | > loss_disc_real_4: 0.20028668642044067 (0.22094516320662064) | > loss_disc_real_5: 0.2296760082244873 (0.2313746904784983) | > loss_0: 2.216552972793579 (2.3427964665673) | > loss_gen: 2.388134241104126 (2.3289427865635264) | > loss_kl: 2.515737771987915 (2.7374694618311795) | > loss_feat: 8.071928024291992 (7.367154316468672) | > loss_mel: 20.20665168762207 (18.376347281716086) | > loss_duration: 2.1670095920562744 (2.2881569212133233) | > loss_1: 35.349464416503906 (33.098070838234634)  --> STEP: 23 | > loss_disc: 2.145474910736084 (2.3342172684876816) | > loss_disc_real_0: 0.13141196966171265 (0.1282978773764942) | > loss_disc_real_1: 0.16863004863262177 (0.15672079570915387) | > loss_disc_real_2: 0.1467840075492859 (0.1867918615107951) | > loss_disc_real_3: 0.22210940718650818 (0.2534102421739827) | > loss_disc_real_4: 0.18553142249584198 (0.21940543534963028) | > loss_disc_real_5: 0.201752707362175 (0.23008677816909293) | > loss_0: 2.145474910736084 (2.3342172684876816) | > loss_gen: 2.3952229022979736 (2.3318245307258936) | > loss_kl: 2.0701427459716797 (2.70845525679381) | > loss_feat: 9.673845291137695 (7.467445228410804) | > loss_mel: 18.277523040771484 (18.37205057558806) | > loss_duration: 2.240499496459961 (2.286084859267525) | > loss_1: 34.65723419189453 (33.16586054926332)  --> STEP: 24 | > loss_disc: 2.5890769958496094 (2.3448364237944284) | > loss_disc_real_0: 0.1658868044614792 (0.1298640826717019) | > loss_disc_real_1: 0.22224894165992737 (0.15945113512376943) | > loss_disc_real_2: 0.29596614837646484 (0.191340790130198) | > loss_disc_real_3: 0.32188111543655396 (0.25626319522658986) | > loss_disc_real_4: 0.23306331038475037 (0.21997451347609362) | > loss_disc_real_5: 0.25681430101394653 (0.23120042495429516) | > loss_0: 2.5890769958496094 (2.3448364237944284) | > loss_gen: 2.466226816177368 (2.3374246259530382) | > loss_kl: 2.157184600830078 (2.6854856461286545) | > loss_feat: 5.9179301261901855 (7.402882099151611) | > loss_mel: 17.253976821899414 (18.325464169184364) | > loss_duration: 2.3983120918273926 (2.2907609939575195) | > loss_1: 30.19363021850586 (33.042017618815095)  --> STEP: 25 | > loss_disc: 2.6760754585266113 (2.358085985183716) | > loss_disc_real_0: 0.13525399565696716 (0.13007967919111252) | > loss_disc_real_1: 0.21596771478652954 (0.16171179831027985) | > loss_disc_real_2: 0.27181580662727356 (0.194559790790081) | > loss_disc_real_3: 0.27343180775642395 (0.2569499397277832) | > loss_disc_real_4: 0.23936212062835693 (0.22075001776218414) | > loss_disc_real_5: 0.27627381682395935 (0.23300336062908172) | > loss_0: 2.6760754585266113 (2.358085985183716) | > loss_gen: 2.097641706466675 (2.3278333091735837) | > loss_kl: 2.504943370819092 (2.678263955116272) | > loss_feat: 6.796882152557373 (7.378642101287841) | > loss_mel: 16.62715721130371 (18.25753189086914) | > loss_duration: 2.3435075283050537 (2.292870855331421) | > loss_1: 30.37013053894043 (32.93514213562011)  --> STEP: 26 | > loss_disc: 2.2250702381134033 (2.352969994911781) | > loss_disc_real_0: 0.041499413549900055 (0.12667274589721972) | > loss_disc_real_1: 0.053236864507198334 (0.15753968547169978) | > loss_disc_real_2: 0.13559487462043762 (0.1922919093989409) | > loss_disc_real_3: 0.19112351536750793 (0.2544181541754649) | > loss_disc_real_4: 0.18985769152641296 (0.21956185136850065) | > loss_disc_real_5: 0.1506824493408203 (0.22983717173337936) | > loss_0: 2.2250702381134033 (2.352969994911781) | > loss_gen: 1.9901297092437744 (2.3148447091762834) | > loss_kl: 2.2668237686157227 (2.6624393325585585) | > loss_feat: 16.861108779907227 (7.743352358157818) | > loss_mel: 21.428739547729492 (18.379501416133) | > loss_duration: 2.278231620788574 (2.292307807849004) | > loss_1: 44.825035095214844 (33.39244571098914) --> EVAL PERFORMANCE | > avg_loader_time: 0.00250851191007174 (+0.00016944225017841066) | > avg_loss_disc: 2.352969994911781 (-0.07800453442793609) | > avg_loss_disc_real_0: 0.12667274589721972 (-0.022562977213125945) | > avg_loss_disc_real_1: 0.15753968547169978 (-0.010558770539668916) | > avg_loss_disc_real_2: 0.1922919093989409 (-0.025006711769562512) | > avg_loss_disc_real_3: 0.2544181541754649 (+0.035720169544219915) | > avg_loss_disc_real_4: 0.21956185136850065 (-0.03174770107636088) | > avg_loss_disc_real_5: 0.22983717173337936 (-0.0019716775188079183) | > avg_loss_0: 2.352969994911781 (-0.07800453442793609) | > avg_loss_gen: 2.3148447091762834 (-0.004978950207050303) | > avg_loss_kl: 2.6624393325585585 (+0.004948052076192866) | > avg_loss_feat: 7.743352358157818 (+0.40669340353745653) | > avg_loss_mel: 18.379501416133 (+0.290972526256855) | > avg_loss_duration: 2.292307807849004 (-0.0420104815409732) | > avg_loss_1: 33.39244571098914 (+0.6556246097271199)  > EPOCH: 418/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:26:45)   --> TIME: 2024-06-11 09:26:50 -- STEP: 9/330 -- GLOBAL_STEP: 225950 | > loss_disc: 2.401313304901123 (2.3256814744737415) | > loss_disc_real_0: 0.07387897372245789 (0.09966685540146297) | > loss_disc_real_1: 0.16868135333061218 (0.20879347622394562) | > loss_disc_real_2: 0.22037842869758606 (0.20920834938685098) | > loss_disc_real_3: 0.2450101673603058 (0.2249930500984192) | > loss_disc_real_4: 0.21239586174488068 (0.231067246860928) | > loss_disc_real_5: 0.25840431451797485 (0.21912853088643816) | > loss_0: 2.401313304901123 (2.3256814744737415) | > grad_norm_0: tensor(9.7108, device='cuda:0') (tensor(6.2455, device='cuda:0')) | > loss_gen: 2.444035530090332 (2.4700743092430963) | > loss_kl: 1.8968024253845215 (1.8551962905459933) | > loss_feat: 6.6084723472595215 (6.953456454806858) | > loss_mel: 18.40058708190918 (18.53268305460612) | > loss_duration: 2.136786937713623 (2.1872350374857583) | > loss_1: 31.486682891845703 (31.99864429897732) | > grad_norm_1: tensor(36.2572, device='cuda:0') (tensor(61.5772, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3531 (0.3545776738060845) | > loader_time: 0.0029 (0.003031783633761936)  --> TIME: 2024-06-11 09:26:59 -- STEP: 34/330 -- GLOBAL_STEP: 225975 | > loss_disc: 2.3644235134124756 (2.3309726154103) | > loss_disc_real_0: 0.16612949967384338 (0.10854993037441198) | > loss_disc_real_1: 0.25349217653274536 (0.2003821669255986) | > loss_disc_real_2: 0.18623733520507812 (0.21027941037626827) | > loss_disc_real_3: 0.22228293120861053 (0.22897570843205733) | > loss_disc_real_4: 0.22484330832958221 (0.22933711067718618) | > loss_disc_real_5: 0.22776024043560028 (0.21732488055439556) | > loss_0: 2.3644235134124756 (2.3309726154103) | > grad_norm_0: tensor(9.3884, device='cuda:0') (tensor(8.1302, device='cuda:0')) | > loss_gen: 2.4847922325134277 (2.49129812857684) | > loss_kl: 1.9799503087997437 (1.8654395376934725) | > loss_feat: 6.949218273162842 (7.0640261313494515) | > loss_mel: 17.976566314697266 (18.268244911642643) | > loss_duration: 2.047952175140381 (2.069811274023617) | > loss_1: 31.438480377197266 (31.758819523979636) | > grad_norm_1: tensor(82.1437, device='cuda:0') (tensor(77.7956, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3659 (0.3558050884920008) | > loader_time: 0.0036 (0.0032587051391601562)  --> TIME: 2024-06-11 09:27:08 -- STEP: 59/330 -- GLOBAL_STEP: 226000 | > loss_disc: 2.43404483795166 (2.335135960983017) | > loss_disc_real_0: 0.11375848948955536 (0.10830793214046348) | > loss_disc_real_1: 0.2000027298927307 (0.1983402548199993) | > loss_disc_real_2: 0.24753782153129578 (0.21302758233021882) | > loss_disc_real_3: 0.23456723988056183 (0.2283781895698127) | > loss_disc_real_4: 0.21910905838012695 (0.22778667610580638) | > loss_disc_real_5: 0.2310195118188858 (0.21671456881498885) | > loss_0: 2.43404483795166 (2.335135960983017) | > grad_norm_0: tensor(9.7706, device='cuda:0') (tensor(9.4133, device='cuda:0')) | > loss_gen: 2.4727134704589844 (2.49177893541627) | > loss_kl: 1.824257731437683 (1.8599781040417946) | > loss_feat: 6.674409866333008 (7.16031248286619) | > loss_mel: 17.36730194091797 (18.24208266048109) | > loss_duration: 1.9810000658035278 (2.040665068868864) | > loss_1: 30.319684982299805 (31.794816938497252) | > grad_norm_1: tensor(89.1904, device='cuda:0') (tensor(106.9614, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3658 (0.3587596133603888) | > loader_time: 0.0034 (0.0033380661980580476) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_226000.pth  --> TIME: 2024-06-11 09:27:23 -- STEP: 84/330 -- GLOBAL_STEP: 226025 | > loss_disc: 2.365480422973633 (2.3329567568642746) | > loss_disc_real_0: 0.11488322913646698 (0.10953490205463909) | > loss_disc_real_1: 0.2084830105304718 (0.19835760533100083) | > loss_disc_real_2: 0.23401261866092682 (0.211798544973135) | > loss_disc_real_3: 0.23814161121845245 (0.2283656517309802) | > loss_disc_real_4: 0.2243017703294754 (0.22794269947778611) | > loss_disc_real_5: 0.19856545329093933 (0.21763928553887776) | > loss_0: 2.365480422973633 (2.3329567568642746) | > grad_norm_0: tensor(16.1005, device='cuda:0') (tensor(10.2817, device='cuda:0')) | > loss_gen: 2.4814391136169434 (2.493852709020887) | > loss_kl: 1.8120441436767578 (1.8638142815658025) | > loss_feat: 7.500553131103516 (7.172506298337664) | > loss_mel: 17.484725952148438 (18.21403898511615) | > loss_duration: 2.077821969985962 (2.030235943340121) | > loss_1: 31.356584548950195 (31.77444800876436) | > grad_norm_1: tensor(211.8157, device='cuda:0') (tensor(119.6804, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3841 (0.36774344103676915) | > loader_time: 0.0043 (0.0035555760065714517)  --> TIME: 2024-06-11 09:27:32 -- STEP: 109/330 -- GLOBAL_STEP: 226050 | > loss_disc: 2.3352081775665283 (2.341534303962637) | > loss_disc_real_0: 0.08846044540405273 (0.11071149888662023) | > loss_disc_real_1: 0.19166916608810425 (0.19866291208004733) | > loss_disc_real_2: 0.22140806913375854 (0.21429550032550043) | > loss_disc_real_3: 0.20404255390167236 (0.22913163927716945) | > loss_disc_real_4: 0.2286835014820099 (0.2284289635376099) | > loss_disc_real_5: 0.20362843573093414 (0.2183035911496626) | > loss_0: 2.3352081775665283 (2.341534303962637) | > grad_norm_0: tensor(16.8166, device='cuda:0') (tensor(10.5244, device='cuda:0')) | > loss_gen: 2.4611754417419434 (2.4857500233781447) | > loss_kl: 1.983262538909912 (1.872570065183377) | > loss_feat: 6.9058613777160645 (7.108315756561559) | > loss_mel: 18.081722259521484 (18.140298248431016) | > loss_duration: 1.9735125303268433 (2.0284932993967613) | > loss_1: 31.405534744262695 (31.635427229995027) | > grad_norm_1: tensor(230.6808, device='cuda:0') (tensor(127.3092, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3804 (0.36979828843282986) | > loader_time: 0.0049 (0.0037009541047822443)  --> TIME: 2024-06-11 09:27:42 -- STEP: 134/330 -- GLOBAL_STEP: 226075 | > loss_disc: 2.3138539791107178 (2.3453001548994825) | > loss_disc_real_0: 0.1022268533706665 (0.11219288013986688) | > loss_disc_real_1: 0.1794869750738144 (0.19843072132832967) | > loss_disc_real_2: 0.17110393941402435 (0.21466294765027602) | > loss_disc_real_3: 0.23266969621181488 (0.22929231922573118) | > loss_disc_real_4: 0.23373712599277496 (0.22848472788707533) | > loss_disc_real_5: 0.20720666646957397 (0.21711343415637516) | > loss_0: 2.3138539791107178 (2.3453001548994825) | > grad_norm_0: tensor(14.9698, device='cuda:0') (tensor(11.7081, device='cuda:0')) | > loss_gen: 2.5727286338806152 (2.4830080591030974) | > loss_kl: 1.85201096534729 (1.8872957941311508) | > loss_feat: 7.2915239334106445 (7.101640523369634) | > loss_mel: 18.432342529296875 (18.158882269218797) | > loss_duration: 2.0399789810180664 (2.0309454353887646) | > loss_1: 32.1885871887207 (31.661771945099332) | > grad_norm_1: tensor(233.1951, device='cuda:0') (tensor(140.4104, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3847 (0.373153248829628) | > loader_time: 0.0043 (0.003842889372982196)  --> TIME: 2024-06-11 09:27:52 -- STEP: 159/330 -- GLOBAL_STEP: 226100 | > loss_disc: 2.375200033187866 (2.3452293183068798) | > loss_disc_real_0: 0.10543210804462433 (0.11341042727606851) | > loss_disc_real_1: 0.22114922106266022 (0.19913430736874638) | > loss_disc_real_2: 0.24886855483055115 (0.21455606190288593) | > loss_disc_real_3: 0.2415580153465271 (0.22878763735669214) | > loss_disc_real_4: 0.24882487952709198 (0.2280540255443105) | > loss_disc_real_5: 0.26855769753456116 (0.2182459581947927) | > loss_0: 2.375200033187866 (2.3452293183068798) | > grad_norm_0: tensor(12.1950, device='cuda:0') (tensor(14.3693, device='cuda:0')) | > loss_gen: 2.564911127090454 (2.487437263224859) | > loss_kl: 1.8867073059082031 (1.8929238461848326) | > loss_feat: 6.8221821784973145 (7.0892295507515) | > loss_mel: 17.944538116455078 (18.096372856284095) | > loss_duration: 2.0281999111175537 (2.0332803478780788) | > loss_1: 31.246538162231445 (31.599243739865862) | > grad_norm_1: tensor(404.2558, device='cuda:0') (tensor(166.7229, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3923 (0.37540300687154116) | > loader_time: 0.0042 (0.003926418112508905)  --> TIME: 2024-06-11 09:28:02 -- STEP: 184/330 -- GLOBAL_STEP: 226125 | > loss_disc: 2.2533392906188965 (2.3461413966572784) | > loss_disc_real_0: 0.15738604962825775 (0.11411988557032916) | > loss_disc_real_1: 0.1800341010093689 (0.1993456335495348) | > loss_disc_real_2: 0.2036910057067871 (0.21471662697908672) | > loss_disc_real_3: 0.21176238358020782 (0.22829548172328784) | > loss_disc_real_4: 0.23176062107086182 (0.22726379934212435) | > loss_disc_real_5: 0.22694410383701324 (0.21766489104408288) | > loss_0: 2.2533392906188965 (2.3461413966572784) | > grad_norm_0: tensor(59.0901, device='cuda:0') (tensor(18.0522, device='cuda:0')) | > loss_gen: 2.6011390686035156 (2.4914201238880986) | > loss_kl: 1.962245225906372 (1.9006674658993017) | > loss_feat: 7.8509087562561035 (7.103968402613765) | > loss_mel: 17.372196197509766 (18.063253485638178) | > loss_duration: 2.0844452381134033 (2.0392808842918138) | > loss_1: 31.870935440063477 (31.598590301430743) | > grad_norm_1: tensor(401.4763, device='cuda:0') (tensor(195.3130, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3901 (0.3771177646906479) | > loader_time: 0.0049 (0.004007040158562035)  --> TIME: 2024-06-11 09:28:12 -- STEP: 209/330 -- GLOBAL_STEP: 226150 | > loss_disc: 2.243568181991577 (2.349025177613398) | > loss_disc_real_0: 0.062088239938020706 (0.11440822444677923) | > loss_disc_real_1: 0.19051048159599304 (0.19944690602818177) | > loss_disc_real_2: 0.22063030302524567 (0.2144674148285788) | > loss_disc_real_3: 0.21622681617736816 (0.22836211765782113) | > loss_disc_real_4: 0.23726001381874084 (0.22827534677024092) | > loss_disc_real_5: 0.2440865933895111 (0.21841221299182859) | > loss_0: 2.243568181991577 (2.349025177613398) | > grad_norm_0: tensor(19.4766, device='cuda:0') (tensor(20.4556, device='cuda:0')) | > loss_gen: 2.636493444442749 (2.4925344959970874) | > loss_kl: 1.954653024673462 (1.9046501155104933) | > loss_feat: 7.448305606842041 (7.104440620641389) | > loss_mel: 17.377187728881836 (18.018311587247002) | > loss_duration: 2.1188082695007324 (2.046238584951921) | > loss_1: 31.535449981689453 (31.5661753786808) | > grad_norm_1: tensor(442.6267, device='cuda:0') (tensor(214.9106, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.3992 (0.37936385510640847) | > loader_time: 0.0049 (0.0041101765974857)  --> TIME: 2024-06-11 09:28:23 -- STEP: 234/330 -- GLOBAL_STEP: 226175 | > loss_disc: 2.294572353363037 (2.348386788979552) | > loss_disc_real_0: 0.05883783847093582 (0.11633338261809614) | > loss_disc_real_1: 0.14024953544139862 (0.19903437290181464) | > loss_disc_real_2: 0.17886598408222198 (0.21424495957346043) | > loss_disc_real_3: 0.21813420951366425 (0.22833821183850622) | > loss_disc_real_4: 0.20363058149814606 (0.227310503140474) | > loss_disc_real_5: 0.21418499946594238 (0.218254222192316) | > loss_0: 2.294572353363037 (2.348386788979552) | > grad_norm_0: tensor(44.1264, device='cuda:0') (tensor(24.4744, device='cuda:0')) | > loss_gen: 2.5270018577575684 (2.4968298806084532) | > loss_kl: 1.9226534366607666 (1.9093033640812604) | > loss_feat: 7.381676197052002 (7.122038447958792) | > loss_mel: 17.87882423400879 (17.989648737459124) | > loss_duration: 2.132114887237549 (2.0539455429101596) | > loss_1: 31.84227180480957 (31.571765940413517) | > grad_norm_1: tensor(336.4945, device='cuda:0') (tensor(232.5884, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.4382 (0.38305127620697016) | > loader_time: 0.0056 (0.004246822789184047)  --> TIME: 2024-06-11 09:28:34 -- STEP: 259/330 -- GLOBAL_STEP: 226200 | > loss_disc: 2.441408634185791 (2.353120413526142) | > loss_disc_real_0: 0.21301013231277466 (0.11796967865014629) | > loss_disc_real_1: 0.2200615108013153 (0.19994280927429792) | > loss_disc_real_2: 0.2426716685295105 (0.2145160219729177) | > loss_disc_real_3: 0.24703235924243927 (0.22853159645579496) | > loss_disc_real_4: 0.23748740553855896 (0.22731960981969207) | > loss_disc_real_5: 0.22578516602516174 (0.21905355558202075) | > loss_0: 2.441408634185791 (2.353120413526142) | > grad_norm_0: tensor(67.4812, device='cuda:0') (tensor(26.7277, device='cuda:0')) | > loss_gen: 2.4697177410125732 (2.4975919548609085) | > loss_kl: 1.8489856719970703 (1.9138775267656245) | > loss_feat: 7.13321590423584 (7.125620000610941) | > loss_mel: 18.04840087890625 (17.96413344305917) | > loss_duration: 2.150247812271118 (2.0610363626111883) | > loss_1: 31.65056610107422 (31.562259246944) | > grad_norm_1: tensor(536.3972, device='cuda:0') (tensor(246.4468, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.4237 (0.3879327056030509) | > loader_time: 0.0058 (0.00440240734792584)  --> TIME: 2024-06-11 09:28:45 -- STEP: 284/330 -- GLOBAL_STEP: 226225 | > loss_disc: 2.355964422225952 (2.354850120947392) | > loss_disc_real_0: 0.1535942554473877 (0.1184958574348982) | > loss_disc_real_1: 0.2004386931657791 (0.20015409336963175) | > loss_disc_real_2: 0.20811644196510315 (0.21457976260235612) | > loss_disc_real_3: 0.20201756060123444 (0.22822409831512142) | > loss_disc_real_4: 0.19738367199897766 (0.22721757949657842) | > loss_disc_real_5: 0.1735111027956009 (0.21895685529624914) | > loss_0: 2.355964422225952 (2.354850120947392) | > grad_norm_0: tensor(7.7550, device='cuda:0') (tensor(28.1388, device='cuda:0')) | > loss_gen: 2.4273486137390137 (2.4945753636494494) | > loss_kl: 1.998319149017334 (1.919104043446796) | > loss_feat: 7.073197364807129 (7.125066594338753) | > loss_mel: 17.91663360595703 (17.923112137216933) | > loss_duration: 2.16874098777771 (2.0699400855621817) | > loss_1: 31.584239959716797 (31.531798181399495) | > grad_norm_1: tensor(259.1995, device='cuda:0') (tensor(257.9849, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.4499 (0.3932961074399276) | > loader_time: 0.0066 (0.004580197199969224)  --> TIME: 2024-06-11 09:28:58 -- STEP: 309/330 -- GLOBAL_STEP: 226250 | > loss_disc: 2.387042284011841 (2.3534306615687464) | > loss_disc_real_0: 0.12896186113357544 (0.11888102964049019) | > loss_disc_real_1: 0.19695593416690826 (0.2002130801334351) | > loss_disc_real_2: 0.21277225017547607 (0.21418229685825058) | > loss_disc_real_3: 0.22791022062301636 (0.22807854105353742) | > loss_disc_real_4: 0.23322924971580505 (0.2274719376394278) | > loss_disc_real_5: 0.20635007321834564 (0.21883063828482216) | > loss_0: 2.387042284011841 (2.3534306615687464) | > grad_norm_0: tensor(35.0250, device='cuda:0') (tensor(27.4386, device='cuda:0')) | > loss_gen: 2.359215497970581 (2.4926312934233534) | > loss_kl: 1.9135537147521973 (1.9224757731539532) | > loss_feat: 6.327442169189453 (7.149425614613159) | > loss_mel: 16.140003204345703 (17.870624634826083) | > loss_duration: 2.249056816101074 (2.0812556153362225) | > loss_1: 28.989269256591797 (31.51641291399218) | > grad_norm_1: tensor(353.6978, device='cuda:0') (tensor(256.5148, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.505 (0.40097466718803326) | > loader_time: 0.0077 (0.0047837283619013415)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.179975986480713 (2.179975986480713) | > loss_disc_real_0: 0.09930286556482315 (0.09930286556482315) | > loss_disc_real_1: 0.1905973106622696 (0.1905973106622696) | > loss_disc_real_2: 0.1958487331867218 (0.1958487331867218) | > loss_disc_real_3: 0.21069927513599396 (0.21069927513599396) | > loss_disc_real_4: 0.21417084336280823 (0.21417084336280823) | > loss_disc_real_5: 0.16049787402153015 (0.16049787402153015) | > loss_0: 2.179975986480713 (2.179975986480713) | > loss_gen: 2.3322489261627197 (2.3322489261627197) | > loss_kl: 1.842044711112976 (1.842044711112976) | > loss_feat: 6.783385753631592 (6.783385753631592) | > loss_mel: 15.622182846069336 (15.622182846069336) | > loss_duration: 2.8523311614990234 (2.8523311614990234) | > loss_1: 29.432191848754883 (29.432191848754883)  --> STEP: 1 | > loss_disc: 2.231727361679077 (2.231727361679077) | > loss_disc_real_0: 0.12209141254425049 (0.12209141254425049) | > loss_disc_real_1: 0.2084391564130783 (0.2084391564130783) | > loss_disc_real_2: 0.2373782843351364 (0.2373782843351364) | > loss_disc_real_3: 0.23878444731235504 (0.23878444731235504) | > loss_disc_real_4: 0.23235547542572021 (0.23235547542572021) | > loss_disc_real_5: 0.23367387056350708 (0.23367387056350708) | > loss_0: 2.231727361679077 (2.231727361679077) | > loss_gen: 2.5043303966522217 (2.5043303966522217) | > loss_kl: 2.0131311416625977 (2.0131311416625977) | > loss_feat: 5.620077610015869 (5.620077610015869) | > loss_mel: 18.31611442565918 (18.31611442565918) | > loss_duration: 2.4362690448760986 (2.4362690448760986) | > loss_1: 30.889923095703125 (30.889923095703125)  --> STEP: 2 | > loss_disc: 2.3598427772521973 (2.295785069465637) | > loss_disc_real_0: 0.1456933468580246 (0.13389237970113754) | > loss_disc_real_1: 0.2403509020805359 (0.2243950292468071) | > loss_disc_real_2: 0.16696904599666595 (0.20217366516590118) | > loss_disc_real_3: 0.26187649369239807 (0.25033047050237656) | > loss_disc_real_4: 0.3122780919075012 (0.2723167836666107) | > loss_disc_real_5: 0.24662131071090698 (0.24014759063720703) | > loss_0: 2.3598427772521973 (2.295785069465637) | > loss_gen: 2.6762075424194336 (2.5902689695358276) | > loss_kl: 2.366262912750244 (2.189697027206421) | > loss_feat: 5.971282482147217 (5.795680046081543) | > loss_mel: 18.675128936767578 (18.49562168121338) | > loss_duration: 2.4048268795013428 (2.4205479621887207) | > loss_1: 32.09370803833008 (31.4918155670166)  --> STEP: 3 | > loss_disc: 2.4110114574432373 (2.3341938654581704) | > loss_disc_real_0: 0.17886808514595032 (0.14888428151607513) | > loss_disc_real_1: 0.3258931040763855 (0.25822772085666656) | > loss_disc_real_2: 0.2264009565114975 (0.21024942894776663) | > loss_disc_real_3: 0.2337731420993805 (0.2448113610347112) | > loss_disc_real_4: 0.2567463219165802 (0.2671266297499339) | > loss_disc_real_5: 0.25999706983566284 (0.24676408370335898) | > loss_0: 2.4110114574432373 (2.3341938654581704) | > loss_gen: 2.669316053390503 (2.616617997487386) | > loss_kl: 3.4504354000091553 (2.609943151473999) | > loss_feat: 5.6056318283081055 (5.7323306401570635) | > loss_mel: 16.64639663696289 (17.879213333129883) | > loss_duration: 2.2767300605773926 (2.3726086616516113) | > loss_1: 30.648509979248047 (31.210713704427082)  --> STEP: 4 | > loss_disc: 2.3221359252929688 (2.33117938041687) | > loss_disc_real_0: 0.09830062091350555 (0.13623836636543274) | > loss_disc_real_1: 0.28568246960639954 (0.2650914080440998) | > loss_disc_real_2: 0.25600239634513855 (0.2216876707971096) | > loss_disc_real_3: 0.25243470072746277 (0.2467171959578991) | > loss_disc_real_4: 0.22803011536598206 (0.2573525011539459) | > loss_disc_real_5: 0.23267485201358795 (0.24324177578091621) | > loss_0: 2.3221359252929688 (2.33117938041687) | > loss_gen: 2.565430164337158 (2.603821039199829) | > loss_kl: 2.6600494384765625 (2.62246972322464) | > loss_feat: 7.471415996551514 (6.167101979255676) | > loss_mel: 19.089935302734375 (18.181893825531006) | > loss_duration: 2.323106050491333 (2.3602330088615417) | > loss_1: 34.10993576049805 (31.935519218444824)  --> STEP: 5 | > loss_disc: 2.1608424186706543 (2.297111988067627) | > loss_disc_real_0: 0.13070514798164368 (0.13513172268867493) | > loss_disc_real_1: 0.21383114159107208 (0.2548393547534943) | > loss_disc_real_2: 0.24622850120067596 (0.22659583687782286) | > loss_disc_real_3: 0.2308521419763565 (0.24354418516159057) | > loss_disc_real_4: 0.22050726413726807 (0.24998345375061035) | > loss_disc_real_5: 0.16039246320724487 (0.22667191326618194) | > loss_0: 2.1608424186706543 (2.297111988067627) | > loss_gen: 2.636476755142212 (2.6103521823883056) | > loss_kl: 2.465531587600708 (2.5910820960998535) | > loss_feat: 6.388193607330322 (6.211320304870606) | > loss_mel: 18.9542236328125 (18.336359786987305) | > loss_duration: 2.381131649017334 (2.3644127368927004) | > loss_1: 32.825557708740234 (32.11352691650391)  --> STEP: 6 | > loss_disc: 2.5751445293426514 (2.343450744946798) | > loss_disc_real_0: 0.12065335363149643 (0.1327186611791452) | > loss_disc_real_1: 0.2935080826282501 (0.26128414273262024) | > loss_disc_real_2: 0.29833221435546875 (0.23855189979076385) | > loss_disc_real_3: 0.2329026460647583 (0.24177059531211853) | > loss_disc_real_4: 0.25400930643081665 (0.2506544291973114) | > loss_disc_real_5: 0.284298300743103 (0.23627631117900214) | > loss_0: 2.5751445293426514 (2.343450744946798) | > loss_gen: 2.3728954792022705 (2.5707760651906333) | > loss_kl: 2.232708215713501 (2.5313531160354614) | > loss_feat: 5.2515482902526855 (6.051358302434285) | > loss_mel: 18.906681060791016 (18.431413332621258) | > loss_duration: 2.1598470211029053 (2.3303184509277344) | > loss_1: 30.923681259155273 (31.9152193069458)  --> STEP: 7 | > loss_disc: 2.4544334411621094 (2.3593054158346995) | > loss_disc_real_0: 0.14828449487686157 (0.13494235170739038) | > loss_disc_real_1: 0.2740127742290497 (0.2631025186606816) | > loss_disc_real_2: 0.2222723364830017 (0.236226247889655) | > loss_disc_real_3: 0.18842476606369019 (0.23414976256234304) | > loss_disc_real_4: 0.24856755137443542 (0.2503563037940434) | > loss_disc_real_5: 0.2141968160867691 (0.23312209759439742) | > loss_0: 2.4544334411621094 (2.3593054158346995) | > loss_gen: 2.477295398712158 (2.5574216842651367) | > loss_kl: 3.5041298866271973 (2.670321226119995) | > loss_feat: 5.58903694152832 (5.985312393733433) | > loss_mel: 17.090744018554688 (18.23988914489746) | > loss_duration: 2.589658737182617 (2.3673670632498607) | > loss_1: 31.250864028930664 (31.820311410086497)  --> STEP: 8 | > loss_disc: 2.328202247619629 (2.3554175198078156) | > loss_disc_real_0: 0.12103670835494995 (0.13320414628833532) | > loss_disc_real_1: 0.21537205576896667 (0.2571362107992172) | > loss_disc_real_2: 0.20688457787036896 (0.23255853913724422) | > loss_disc_real_3: 0.23994189500808716 (0.23487377911806107) | > loss_disc_real_4: 0.22544312477111816 (0.24724215641617775) | > loss_disc_real_5: 0.23115500807762146 (0.23287621140480042) | > loss_0: 2.328202247619629 (2.3554175198078156) | > loss_gen: 2.704923152923584 (2.5758593678474426) | > loss_kl: 2.6011431217193604 (2.6616739630699158) | > loss_feat: 9.829363822937012 (6.465818822383881) | > loss_mel: 20.020278930664062 (18.462437868118286) | > loss_duration: 2.227816104888916 (2.3499231934547424) | > loss_1: 37.38352584838867 (32.51571321487427)  --> STEP: 9 | > loss_disc: 2.3694658279418945 (2.3569784429338245) | > loss_disc_real_0: 0.233236625790596 (0.14431886623303095) | > loss_disc_real_1: 0.16784563660621643 (0.2472150358888838) | > loss_disc_real_2: 0.237724170088768 (0.233132498131858) | > loss_disc_real_3: 0.19074088335037231 (0.22997012403276232) | > loss_disc_real_4: 0.18707305192947388 (0.24055670036209953) | > loss_disc_real_5: 0.19478045403957367 (0.22864334947533077) | > loss_0: 2.3694658279418945 (2.3569784429338245) | > loss_gen: 2.356649398803711 (2.5515027046203613) | > loss_kl: 2.227285623550415 (2.6134085920121937) | > loss_feat: 10.883160591125488 (6.956634574466282) | > loss_mel: 20.14362907409668 (18.649236891004776) | > loss_duration: 2.143594264984131 (2.326997756958008) | > loss_1: 37.75431823730469 (33.09778043958876)  --> STEP: 10 | > loss_disc: 2.131443500518799 (2.334424948692322) | > loss_disc_real_0: 0.22465209662914276 (0.15235218927264213) | > loss_disc_real_1: 0.27793821692466736 (0.25028735399246216) | > loss_disc_real_2: 0.243266761302948 (0.23414592444896698) | > loss_disc_real_3: 0.1619984209537506 (0.22317295372486115) | > loss_disc_real_4: 0.11696790158748627 (0.22819782048463821) | > loss_disc_real_5: 0.14756913483142853 (0.22053592801094055) | > loss_0: 2.131443500518799 (2.334424948692322) | > loss_gen: 3.111513137817383 (2.6075037479400636) | > loss_kl: 3.272768259048462 (2.6793445587158202) | > loss_feat: 8.826169967651367 (7.14358811378479) | > loss_mel: 18.345317840576172 (18.618844985961914) | > loss_duration: 2.316394805908203 (2.3259374618530275) | > loss_1: 35.87216567993164 (33.37521896362305)  --> STEP: 11 | > loss_disc: 2.271657943725586 (2.3287188573317095) | > loss_disc_real_0: 0.11924028396606445 (0.14934201606295325) | > loss_disc_real_1: 0.22618882358074188 (0.24809657850048758) | > loss_disc_real_2: 0.2048862725496292 (0.23148595609448172) | > loss_disc_real_3: 0.2161385416984558 (0.22253346172246066) | > loss_disc_real_4: 0.23676139116287231 (0.22897632690993222) | > loss_disc_real_5: 0.2648550868034363 (0.22456494244662198) | > loss_0: 2.271657943725586 (2.3287188573317095) | > loss_gen: 2.6925034523010254 (2.61523099379106) | > loss_kl: 2.7052574157714844 (2.681700272993608) | > loss_feat: 8.020462036132812 (7.223303924907338) | > loss_mel: 18.738683700561523 (18.62973941456188) | > loss_duration: 2.452302932739258 (2.3374252319335938) | > loss_1: 34.60920715332031 (33.48739970814098)  --> STEP: 12 | > loss_disc: 2.354487895965576 (2.330866277217865) | > loss_disc_real_0: 0.11242563277482986 (0.14626565078894296) | > loss_disc_real_1: 0.22827030718326569 (0.24644438922405243) | > loss_disc_real_2: 0.2404247224330902 (0.23223085328936577) | > loss_disc_real_3: 0.17557606101036072 (0.21862034499645233) | > loss_disc_real_4: 0.16856706142425537 (0.2239422214527925) | > loss_disc_real_5: 0.16485287249088287 (0.21958893661697707) | > loss_0: 2.354487895965576 (2.330866277217865) | > loss_gen: 2.3303136825561523 (2.5914878845214844) | > loss_kl: 3.0020649433135986 (2.708397328853607) | > loss_feat: 6.3790669441223145 (7.152950843175252) | > loss_mel: 19.57917022705078 (18.708858648935955) | > loss_duration: 2.282947540283203 (2.332885424296061) | > loss_1: 33.57356262207031 (33.49457995096842)  --> STEP: 13 | > loss_disc: 2.327024221420288 (2.3305707344642053) | > loss_disc_real_0: 0.1304284632205963 (0.14504740559137785) | > loss_disc_real_1: 0.2935757339000702 (0.2500698772760538) | > loss_disc_real_2: 0.24212972819805145 (0.23299230520541853) | > loss_disc_real_3: 0.238430917263031 (0.22014423517080453) | > loss_disc_real_4: 0.216855987906456 (0.22339712656461275) | > loss_disc_real_5: 0.21808984875679016 (0.21947362216619345) | > loss_0: 2.327024221420288 (2.3305707344642053) | > loss_gen: 2.5901663303375244 (2.5913862265073337) | > loss_kl: 3.5655293464660645 (2.7743305609776425) | > loss_feat: 6.603692531585693 (7.110700203822209) | > loss_mel: 19.173734664916992 (18.744618342472958) | > loss_duration: 2.2745730876922607 (2.3283998599419227) | > loss_1: 34.20769500732422 (33.54943495530348)  --> STEP: 14 | > loss_disc: 2.447437047958374 (2.3389183282852173) | > loss_disc_real_0: 0.11493722349405289 (0.14289667829871178) | > loss_disc_real_1: 0.18932415544986725 (0.2457308971456119) | > loss_disc_real_2: 0.28525733947753906 (0.2367255219391414) | > loss_disc_real_3: 0.2666853070259094 (0.22346859744616918) | > loss_disc_real_4: 0.256801038980484 (0.22578312030860356) | > loss_disc_real_5: 0.21917904913425446 (0.21945258123534067) | > loss_0: 2.447437047958374 (2.3389183282852173) | > loss_gen: 2.4350969791412354 (2.5802227088383267) | > loss_kl: 3.4463279247283936 (2.8223303726741245) | > loss_feat: 7.168684959411621 (7.114841972078596) | > loss_mel: 19.750778198242188 (18.81648690359933) | > loss_duration: 2.384089946746826 (2.33237772328513) | > loss_1: 35.18497848510742 (33.66625949314662)  --> STEP: 15 | > loss_disc: 2.443796157836914 (2.3459101835886638) | > loss_disc_real_0: 0.1998952180147171 (0.14669658094644547) | > loss_disc_real_1: 0.2390502542257309 (0.24528552095095316) | > loss_disc_real_2: 0.22706373035907745 (0.23608140250047047) | > loss_disc_real_3: 0.2799254059791565 (0.22723238468170165) | > loss_disc_real_4: 0.1938871592283249 (0.22365672290325164) | > loss_disc_real_5: 0.14481543004512787 (0.21447677115599315) | > loss_0: 2.443796157836914 (2.3459101835886638) | > loss_gen: 2.516064405441284 (2.575945488611857) | > loss_kl: 3.463710069656372 (2.865089019139608) | > loss_feat: 7.38217830657959 (7.132664394378662) | > loss_mel: 18.30646324157715 (18.782485326131184) | > loss_duration: 2.3326478004455566 (2.3323957284291583) | > loss_1: 34.00106430053711 (33.68857981363932)  --> STEP: 16 | > loss_disc: 2.536862850189209 (2.357844725251198) | > loss_disc_real_0: 0.15883052349090576 (0.14745495235547423) | > loss_disc_real_1: 0.24404042959213257 (0.24520770274102688) | > loss_disc_real_2: 0.2702983021736145 (0.23821995873004198) | > loss_disc_real_3: 0.2574373483657837 (0.2291201949119568) | > loss_disc_real_4: 0.2400277554988861 (0.2246799124404788) | > loss_disc_real_5: 0.2890594005584717 (0.21913818549364805) | > loss_0: 2.536862850189209 (2.357844725251198) | > loss_gen: 2.5099191665649414 (2.571818843483925) | > loss_kl: 3.045060396194458 (2.876337230205536) | > loss_feat: 7.862648963928223 (7.17828842997551) | > loss_mel: 17.20770835876465 (18.684061765670776) | > loss_duration: 2.329023838043213 (2.332184985280037) | > loss_1: 32.95436096191406 (33.642691135406494)  --> STEP: 17 | > loss_disc: 2.6038589477539062 (2.3723161501042984) | > loss_disc_real_0: 0.16893155872821808 (0.14871828214210622) | > loss_disc_real_1: 0.2834789752960205 (0.2474589540677912) | > loss_disc_real_2: 0.3113563656806946 (0.2425221003153745) | > loss_disc_real_3: 0.2972337305545807 (0.23312687347916997) | > loss_disc_real_4: 0.2781811058521271 (0.2278270414646934) | > loss_disc_real_5: 0.25815239548683167 (0.22143313902265885) | > loss_0: 2.6038589477539062 (2.3723161501042984) | > loss_gen: 2.5716490745544434 (2.5718088570763085) | > loss_kl: 2.6786768436431885 (2.864710148643045) | > loss_feat: 5.258577823638916 (7.065364276661592) | > loss_mel: 15.640457153320312 (18.505026200238397) | > loss_duration: 2.4261417388916016 (2.337711853139541) | > loss_1: 28.575504302978516 (33.34462132173426)  --> STEP: 18 | > loss_disc: 2.0744898319244385 (2.3557702435387506) | > loss_disc_real_0: 0.11451548337936401 (0.1468181266552872) | > loss_disc_real_1: 0.2104807198047638 (0.24540460771984524) | > loss_disc_real_2: 0.21022748947143555 (0.240727955268489) | > loss_disc_real_3: 0.15809515118598938 (0.22895844446288216) | > loss_disc_real_4: 0.16780437529087067 (0.22449244889948103) | > loss_disc_real_5: 0.16997072100639343 (0.218574115799533) | > loss_0: 2.0744898319244385 (2.3557702435387506) | > loss_gen: 2.7471210956573486 (2.581548425886366) | > loss_kl: 2.5095012187957764 (2.8449763192070856) | > loss_feat: 8.899094581604004 (7.167238182491726) | > loss_mel: 17.314157485961914 (18.438866827223038) | > loss_duration: 2.2551698684692383 (2.333126187324524) | > loss_1: 33.72504425048828 (33.36575592888726)  --> STEP: 19 | > loss_disc: 2.5395126342773438 (2.365440895682887) | > loss_disc_real_0: 0.2605133056640625 (0.15280208344522275) | > loss_disc_real_1: 0.308960884809494 (0.24874967493508993) | > loss_disc_real_2: 0.29675644636154175 (0.24367682322075493) | > loss_disc_real_3: 0.2455759197473526 (0.2298330484252227) | > loss_disc_real_4: 0.19109933078289032 (0.22273491636702888) | > loss_disc_real_5: 0.18099844455718994 (0.21659644889204124) | > loss_0: 2.5395126342773438 (2.365440895682887) | > loss_gen: 2.4807522296905518 (2.576243362928692) | > loss_kl: 2.1111907958984375 (2.8063560285066305) | > loss_feat: 7.5976433753967285 (7.189891087381463) | > loss_mel: 16.88639259338379 (18.35715765702097) | > loss_duration: 2.3697702884674072 (2.335054824226781) | > loss_1: 31.445749282836914 (33.26470294751619)  --> STEP: 20 | > loss_disc: 2.2646303176879883 (2.360400366783142) | > loss_disc_real_0: 0.09215874969959259 (0.14976991675794124) | > loss_disc_real_1: 0.19909612834453583 (0.2462669976055622) | > loss_disc_real_2: 0.2873697578907013 (0.24586146995425223) | > loss_disc_real_3: 0.2283644676208496 (0.22975961938500405) | > loss_disc_real_4: 0.2393033504486084 (0.22356333807110787) | > loss_disc_real_5: 0.247700497508049 (0.21815165132284164) | > loss_0: 2.2646303176879883 (2.360400366783142) | > loss_gen: 2.587568521499634 (2.576809620857239) | > loss_kl: 2.023123025894165 (2.767194378376007) | > loss_feat: 6.337901592254639 (7.147291612625122) | > loss_mel: 19.9932918548584 (18.438964366912842) | > loss_duration: 2.2823286056518555 (2.332418513298035) | > loss_1: 33.224212646484375 (33.2626784324646)  --> STEP: 21 | > loss_disc: 2.1921701431274414 (2.352389403751918) | > loss_disc_real_0: 0.13740994036197662 (0.1491813464533715) | > loss_disc_real_1: 0.23117899894714355 (0.24554852147897085) | > loss_disc_real_2: 0.21837300062179565 (0.24455249522413527) | > loss_disc_real_3: 0.202866330742836 (0.22847898659251986) | > loss_disc_real_4: 0.2602289915084839 (0.22530932156812578) | > loss_disc_real_5: 0.1993870884180069 (0.2172581007083257) | > loss_0: 2.1921701431274414 (2.352389403751918) | > loss_gen: 2.685944080352783 (2.582006499880836) | > loss_kl: 2.952927350997925 (2.7760388056437173) | > loss_feat: 6.267442226409912 (7.10539402280535) | > loss_mel: 17.68061065673828 (18.40285228547596) | > loss_duration: 2.1033501625061035 (2.321510496593657) | > loss_1: 31.69027328491211 (33.18780199686686)  --> STEP: 22 | > loss_disc: 2.241274118423462 (2.3473387089642612) | > loss_disc_real_0: 0.10915705561637878 (0.14736206050623546) | > loss_disc_real_1: 0.1843341439962387 (0.2427660497752103) | > loss_disc_real_2: 0.15523670613765717 (0.24049268662929535) | > loss_disc_real_3: 0.18036720156669617 (0.22629208727316422) | > loss_disc_real_4: 0.22912238538265228 (0.22548264265060425) | > loss_disc_real_5: 0.1964871883392334 (0.21631396832791241) | > loss_0: 2.241274118423462 (2.3473387089642612) | > loss_gen: 2.2535223960876465 (2.567075404253873) | > loss_kl: 2.6535074710845947 (2.7704691995273936) | > loss_feat: 7.285916805267334 (7.11359960382635) | > loss_mel: 18.348299026489258 (18.400372591885652) | > loss_duration: 2.207792282104492 (2.3163414868441494) | > loss_1: 32.74903869628906 (33.167858210476965)  --> STEP: 23 | > loss_disc: 2.5429179668426514 (2.3558421549589736) | > loss_disc_real_0: 0.134944885969162 (0.14682218335244968) | > loss_disc_real_1: 0.26478180289268494 (0.2437232564324918) | > loss_disc_real_2: 0.2807149291038513 (0.242241479780363) | > loss_disc_real_3: 0.2620423138141632 (0.22784644494885983) | > loss_disc_real_4: 0.19548094272613525 (0.22417822091475778) | > loss_disc_real_5: 0.17108941078186035 (0.2143476832172145) | > loss_0: 2.5429179668426514 (2.3558421549589736) | > loss_gen: 2.2336883544921875 (2.5525803151338) | > loss_kl: 2.305781126022339 (2.7502653702445654) | > loss_feat: 5.967833518981934 (7.063783687093983) | > loss_mel: 18.161537170410156 (18.389988443125848) | > loss_duration: 2.3012819290161133 (2.315686723460322) | > loss_1: 30.970123291015625 (33.07230451832647)  --> STEP: 24 | > loss_disc: 2.426663875579834 (2.358793059984843) | > loss_disc_real_0: 0.08859530091285706 (0.14439606325079998) | > loss_disc_real_1: 0.24099017679691315 (0.2436093781143427) | > loss_disc_real_2: 0.2769690454006195 (0.24368846168120703) | > loss_disc_real_3: 0.2471819669008255 (0.2286520916968584) | > loss_disc_real_4: 0.25238004326820374 (0.22535329684615135) | > loss_disc_real_5: 0.27483147382736206 (0.216867841159304) | > loss_0: 2.426663875579834 (2.358793059984843) | > loss_gen: 2.4307351112365723 (2.547503431638082) | > loss_kl: 2.714047431945801 (2.7487562894821167) | > loss_feat: 5.966009616851807 (7.018043100833893) | > loss_mel: 18.414154052734375 (18.390995343526203) | > loss_duration: 2.4351418018341064 (2.320664018392563) | > loss_1: 31.9600887298584 (33.02596219380697)  --> STEP: 25 | > loss_disc: 2.338658571243286 (2.3579876804351807) | > loss_disc_real_0: 0.1902306079864502 (0.14622944504022597) | > loss_disc_real_1: 0.2946951687335968 (0.24565280973911285) | > loss_disc_real_2: 0.2722209393978119 (0.2448297607898712) | > loss_disc_real_3: 0.19264137744903564 (0.2272116631269455) | > loss_disc_real_4: 0.2633555829524994 (0.22687338829040526) | > loss_disc_real_5: 0.21681459248065948 (0.2168657112121582) | > loss_0: 2.338658571243286 (2.3579876804351807) | > loss_gen: 2.666750907897949 (2.5522733306884766) | > loss_kl: 2.6336491107940674 (2.744152002334595) | > loss_feat: 5.123579978942871 (6.9422645759582515) | > loss_mel: 14.831961631774902 (18.248633995056153) | > loss_duration: 2.3692567348480225 (2.3226077270507814) | > loss_1: 27.625200271606445 (32.809931716918946)  --> STEP: 26 | > loss_disc: 2.1825032234191895 (2.351238278242258) | > loss_disc_real_0: 0.0840412825345993 (0.1438375926361634) | > loss_disc_real_1: 0.26590001583099365 (0.24643154843495443) | > loss_disc_real_2: 0.1585576981306076 (0.2415116045337457) | > loss_disc_real_3: 0.16410061717033386 (0.22478431520553735) | > loss_disc_real_4: 0.18301613628864288 (0.2251865709057221) | > loss_disc_real_5: 0.14463897049427032 (0.2140877596460856) | > loss_0: 2.1825032234191895 (2.351238278242258) | > loss_gen: 2.3123135566711426 (2.5430441086108866) | > loss_kl: 2.267171859741211 (2.725806612234849) | > loss_feat: 11.086930274963379 (7.101674795150757) | > loss_mel: 21.03219223022461 (18.355693927178017) | > loss_duration: 2.2828993797302246 (2.321080482923068) | > loss_1: 38.98150634765625 (33.047299971947304) --> EVAL PERFORMANCE | > avg_loader_time: 0.002785480939424955 (+0.0002769690293532149) | > avg_loss_disc: 2.351238278242258 (-0.0017317166695227648) | > avg_loss_disc_real_0: 0.1438375926361634 (+0.017164846738943695) | > avg_loss_disc_real_1: 0.24643154843495443 (+0.08889186296325466) | > avg_loss_disc_real_2: 0.2415116045337457 (+0.049219695134804814) | > avg_loss_disc_real_3: 0.22478431520553735 (-0.029633838969927523) | > avg_loss_disc_real_4: 0.2251865709057221 (+0.005624719537221462) | > avg_loss_disc_real_5: 0.2140877596460856 (-0.015749412087293774) | > avg_loss_0: 2.351238278242258 (-0.0017317166695227648) | > avg_loss_gen: 2.5430441086108866 (+0.2281993994346032) | > avg_loss_kl: 2.725806612234849 (+0.06336727967629052) | > avg_loss_feat: 7.101674795150757 (-0.641677563007061) | > avg_loss_mel: 18.355693927178017 (-0.02380748895498286) | > avg_loss_duration: 2.321080482923068 (+0.028772675074064225) | > avg_loss_1: 33.047299971947304 (-0.34514573904183976)  > EPOCH: 419/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:29:30)   --> TIME: 2024-06-11 09:29:32 -- STEP: 4/330 -- GLOBAL_STEP: 226275 | > loss_disc: 2.262291193008423 (2.2828593850135803) | > loss_disc_real_0: 0.06583531945943832 (0.08798032067716122) | > loss_disc_real_1: 0.19542042911052704 (0.18712011352181435) | > loss_disc_real_2: 0.22196011245250702 (0.20882201194763184) | > loss_disc_real_3: 0.22879289090633392 (0.2263067029416561) | > loss_disc_real_4: 0.2368547022342682 (0.2353019118309021) | > loss_disc_real_5: 0.22525005042552948 (0.22240550816059113) | > loss_0: 2.262291193008423 (2.2828593850135803) | > grad_norm_0: tensor(3.7787, device='cuda:0') (tensor(6.4908, device='cuda:0')) | > loss_gen: 2.691598415374756 (2.572291851043701) | > loss_kl: 1.802574872970581 (2.0700924396514893) | > loss_feat: 7.022865295410156 (6.814146995544434) | > loss_mel: 18.889013290405273 (18.81660032272339) | > loss_duration: 2.1988019943237305 (2.2251802682876587) | > loss_1: 32.604854583740234 (32.49831199645996) | > grad_norm_1: tensor(84.0159, device='cuda:0') (tensor(80.4074, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.3713 (0.3714137673377991) | > loader_time: 0.0032 (0.0034350156784057617)  --> TIME: 2024-06-11 09:29:42 -- STEP: 29/330 -- GLOBAL_STEP: 226300 | > loss_disc: 2.260408401489258 (2.3058784336879325) | > loss_disc_real_0: 0.10894635319709778 (0.09996056453935032) | > loss_disc_real_1: 0.23568926751613617 (0.19985076528171014) | > loss_disc_real_2: 0.20607657730579376 (0.2109410690850225) | > loss_disc_real_3: 0.2142164707183838 (0.22700300864104567) | > loss_disc_real_4: 0.2269737273454666 (0.23081897456070471) | > loss_disc_real_5: 0.23966985940933228 (0.22232704840857406) | > loss_0: 2.260408401489258 (2.3058784336879325) | > grad_norm_0: tensor(4.4459, device='cuda:0') (tensor(8.5245, device='cuda:0')) | > loss_gen: 2.5808823108673096 (2.538889531431527) | > loss_kl: 1.953631043434143 (1.881388701241592) | > loss_feat: 7.117190361022949 (7.208371836563637) | > loss_mel: 17.390853881835938 (18.336461363167597) | > loss_duration: 2.0408997535705566 (2.075692119269535) | > loss_1: 31.083457946777344 (32.04080384353111) | > grad_norm_1: tensor(146.7176, device='cuda:0') (tensor(137.8870, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.3674 (0.36459080926303206) | > loader_time: 0.0032 (0.003365253580027613)  --> TIME: 2024-06-11 09:29:52 -- STEP: 54/330 -- GLOBAL_STEP: 226325 | > loss_disc: 2.393310785293579 (2.3298740916781955) | > loss_disc_real_0: 0.11404595524072647 (0.10421296264286395) | > loss_disc_real_1: 0.223562553524971 (0.19928906030125088) | > loss_disc_real_2: 0.21397091448307037 (0.21186321477095285) | > loss_disc_real_3: 0.22169190645217896 (0.22751585670091487) | > loss_disc_real_4: 0.22815142571926117 (0.22951423514772346) | > loss_disc_real_5: 0.2172762155532837 (0.22166111237472957) | > loss_0: 2.393310785293579 (2.3298740916781955) | > grad_norm_0: tensor(4.9087, device='cuda:0') (tensor(9.7018, device='cuda:0')) | > loss_gen: 2.5174875259399414 (2.511719584465027) | > loss_kl: 1.9938573837280273 (1.8681847232359428) | > loss_feat: 7.087878227233887 (7.168121452684756) | > loss_mel: 18.736589431762695 (18.197518525300204) | > loss_duration: 2.001643180847168 (2.043630611013482) | > loss_1: 32.33745574951172 (31.78917503356933) | > grad_norm_1: tensor(110.2479, device='cuda:0') (tensor(140.1653, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.3875 (0.37497533250738074) | > loader_time: 0.0035 (0.008106836566218625)  --> TIME: 2024-06-11 09:30:01 -- STEP: 79/330 -- GLOBAL_STEP: 226350 | > loss_disc: 2.318121910095215 (2.3292442545106136) | > loss_disc_real_0: 0.12031320482492447 (0.10573709558082532) | > loss_disc_real_1: 0.20650441944599152 (0.1991976624048209) | > loss_disc_real_2: 0.21645432710647583 (0.2136028359962415) | > loss_disc_real_3: 0.22101819515228271 (0.2273039483948599) | > loss_disc_real_4: 0.21843349933624268 (0.22857517551017714) | > loss_disc_real_5: 0.24261687695980072 (0.22152126401285582) | > loss_0: 2.318121910095215 (2.3292442545106136) | > grad_norm_0: tensor(15.4147, device='cuda:0') (tensor(9.6859, device='cuda:0')) | > loss_gen: 2.697626829147339 (2.5093202138248873) | > loss_kl: 1.853517770767212 (1.8834902878049053) | > loss_feat: 7.947062015533447 (7.156101118160197) | > loss_mel: 18.047121047973633 (18.149791886534874) | > loss_duration: 1.9836207628250122 (2.0324000316330135) | > loss_1: 32.52894973754883 (31.731103631514532) | > grad_norm_1: tensor(240.0637, device='cuda:0') (tensor(134.3455, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.3976 (0.37745753421059147) | > loader_time: 0.0034 (0.006754980811589882)  --> TIME: 2024-06-11 09:30:11 -- STEP: 104/330 -- GLOBAL_STEP: 226375 | > loss_disc: 2.2039053440093994 (2.3308230409255386) | > loss_disc_real_0: 0.10137976706027985 (0.10807955680558315) | > loss_disc_real_1: 0.19566825032234192 (0.19918658956885338) | > loss_disc_real_2: 0.2334980070590973 (0.2139608753988376) | > loss_disc_real_3: 0.2368394136428833 (0.22705099831980008) | > loss_disc_real_4: 0.21390296518802643 (0.228617780483686) | > loss_disc_real_5: 0.22718629240989685 (0.22022755171817082) | > loss_0: 2.2039053440093994 (2.3308230409255386) | > grad_norm_0: tensor(18.0331, device='cuda:0') (tensor(11.1197, device='cuda:0')) | > loss_gen: 2.7388153076171875 (2.5080806475419255) | > loss_kl: 1.878529667854309 (1.8950435771391942) | > loss_feat: 7.652433395385742 (7.151009999788722) | > loss_mel: 17.926877975463867 (18.167199574984043) | > loss_duration: 2.064852714538574 (2.031227717032798) | > loss_1: 32.26150894165039 (31.752561587553753) | > grad_norm_1: tensor(356.8698, device='cuda:0') (tensor(148.9162, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.3658 (0.37789930517856896) | > loader_time: 0.0037 (0.006098187886751616)  --> TIME: 2024-06-11 09:30:21 -- STEP: 129/330 -- GLOBAL_STEP: 226400 | > loss_disc: 2.296635389328003 (2.3352375732835875) | > loss_disc_real_0: 0.09873741865158081 (0.10964856117732766) | > loss_disc_real_1: 0.1701778769493103 (0.1985959745654764) | > loss_disc_real_2: 0.2292533665895462 (0.21424950197223544) | > loss_disc_real_3: 0.24315804243087769 (0.22760702900646268) | > loss_disc_real_4: 0.24234916269779205 (0.2286263000826503) | > loss_disc_real_5: 0.229625403881073 (0.2203537342391273) | > loss_0: 2.296635389328003 (2.3352375732835875) | > grad_norm_0: tensor(33.3146, device='cuda:0') (tensor(12.9459, device='cuda:0')) | > loss_gen: 2.5147299766540527 (2.508525935254355) | > loss_kl: 1.892279028892517 (1.9038915153621703) | > loss_feat: 6.876504898071289 (7.171174977176872) | > loss_mel: 18.56342124938965 (18.173020710316738) | > loss_duration: 2.010058879852295 (2.0319326912709905) | > loss_1: 31.85699462890625 (31.78854584509088) | > grad_norm_1: tensor(280.7208, device='cuda:0') (tensor(170.4295, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.397 (0.37763221319331686) | > loader_time: 0.005 (0.005704452825147053)  --> TIME: 2024-06-11 09:30:31 -- STEP: 154/330 -- GLOBAL_STEP: 226425 | > loss_disc: 2.303959608078003 (2.337165608034505) | > loss_disc_real_0: 0.10412005335092545 (0.11043433886166516) | > loss_disc_real_1: 0.17682139575481415 (0.19906079894923548) | > loss_disc_real_2: 0.3322463035583496 (0.214157152872581) | > loss_disc_real_3: 0.25447672605514526 (0.22816555472937497) | > loss_disc_real_4: 0.19999270141124725 (0.22788712333936195) | > loss_disc_real_5: 0.21020427346229553 (0.2194843881509521) | > loss_0: 2.303959608078003 (2.337165608034505) | > grad_norm_0: tensor(5.8902, device='cuda:0') (tensor(16.1450, device='cuda:0')) | > loss_gen: 2.9632046222686768 (2.51844927242824) | > loss_kl: 1.8816688060760498 (1.9097832170399753) | > loss_feat: 7.374731063842773 (7.186821903501235) | > loss_mel: 17.652496337890625 (18.155640292477297) | > loss_duration: 2.0291543006896973 (2.0337056277634264) | > loss_1: 31.901256561279297 (31.804400332562334) | > grad_norm_1: tensor(93.0116, device='cuda:0') (tensor(188.6318, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.3929 (0.37853256448522793) | > loader_time: 0.0043 (0.005466535493925023)  --> TIME: 2024-06-11 09:30:41 -- STEP: 179/330 -- GLOBAL_STEP: 226450 | > loss_disc: 2.501908540725708 (2.341547770207154) | > loss_disc_real_0: 0.07911752164363861 (0.11012064598958586) | > loss_disc_real_1: 0.135816752910614 (0.19893277765319334) | > loss_disc_real_2: 0.19569723308086395 (0.21506794363093776) | > loss_disc_real_3: 0.20294973254203796 (0.2285435309623207) | > loss_disc_real_4: 0.17331120371818542 (0.22662465931982967) | > loss_disc_real_5: 0.21243268251419067 (0.21961066451485597) | > loss_0: 2.501908540725708 (2.341547770207154) | > grad_norm_0: tensor(34.0435, device='cuda:0') (tensor(19.2360, device='cuda:0')) | > loss_gen: 2.394374370574951 (2.532669340432023) | > loss_kl: 1.986798644065857 (1.9141427584866573) | > loss_feat: 7.549313068389893 (7.201054663631501) | > loss_mel: 18.507680892944336 (18.171208621403363) | > loss_duration: 2.0791501998901367 (2.0394801986950086) | > loss_1: 32.51731872558594 (31.858555617945154) | > grad_norm_1: tensor(302.5737, device='cuda:0') (tensor(214.0572, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.4066 (0.38055693637059396) | > loader_time: 0.006 (0.00533522174345049)  --> TIME: 2024-06-11 09:30:51 -- STEP: 204/330 -- GLOBAL_STEP: 226475 | > loss_disc: 2.3476998805999756 (2.3459058894830576) | > loss_disc_real_0: 0.13100102543830872 (0.11192810228642296) | > loss_disc_real_1: 0.19502606987953186 (0.19947101285352425) | > loss_disc_real_2: 0.2351481169462204 (0.2144098856723776) | > loss_disc_real_3: 0.22718672454357147 (0.22845902673754037) | > loss_disc_real_4: 0.19651170074939728 (0.22746146389958904) | > loss_disc_real_5: 0.21948695182800293 (0.22069663875827603) | > loss_0: 2.3476998805999756 (2.3459058894830576) | > grad_norm_0: tensor(17.5716, device='cuda:0') (tensor(21.0906, device='cuda:0')) | > loss_gen: 2.5555450916290283 (2.524440892771178) | > loss_kl: 1.901269555091858 (1.9143056910411984) | > loss_feat: 8.400237083435059 (7.172460016082312) | > loss_mel: 18.050804138183594 (18.11988453771554) | > loss_duration: 2.0580413341522217 (2.0465756456057247) | > loss_1: 32.96589660644531 (31.77766679315006) | > grad_norm_1: tensor(508.3098, device='cuda:0') (tensor(233.2325, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.4082 (0.3829586447453967) | > loader_time: 0.0049 (0.005265649627236764)  --> TIME: 2024-06-11 09:31:02 -- STEP: 229/330 -- GLOBAL_STEP: 226500 | > loss_disc: 2.2371394634246826 (2.3472923191353727) | > loss_disc_real_0: 0.08714960515499115 (0.11239643733314031) | > loss_disc_real_1: 0.19561012089252472 (0.19934789296320954) | > loss_disc_real_2: 0.17386244237422943 (0.21437149127237662) | > loss_disc_real_3: 0.2187720388174057 (0.22859898430811787) | > loss_disc_real_4: 0.22299222648143768 (0.2282485326825271) | > loss_disc_real_5: 0.20810635387897491 (0.2210760732144768) | > loss_0: 2.2371394634246826 (2.3472923191353727) | > grad_norm_0: tensor(13.9760, device='cuda:0') (tensor(22.0316, device='cuda:0')) | > loss_gen: 2.5957868099212646 (2.517901756877982) | > loss_kl: 1.9675898551940918 (1.9175305663237925) | > loss_feat: 7.47261381149292 (7.15189228515958) | > loss_mel: 18.758163452148438 (18.06143071037193) | > loss_duration: 2.1572117805480957 (2.0541145843189375) | > loss_1: 32.95136642456055 (31.70286993168327) | > grad_norm_1: tensor(302.3119, device='cuda:0') (tensor(245.2534, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.423 (0.3868610244651029) | > loader_time: 0.0857 (0.007049177411341776) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_226500.pth  --> TIME: 2024-06-11 09:31:18 -- STEP: 254/330 -- GLOBAL_STEP: 226525 | > loss_disc: 2.2476649284362793 (2.3474388028693) | > loss_disc_real_0: 0.11205584555864334 (0.11312446596584921) | > loss_disc_real_1: 0.21560505032539368 (0.1996992210468908) | > loss_disc_real_2: 0.21321603655815125 (0.2145045263560738) | > loss_disc_real_3: 0.20817141234874725 (0.22857361451143354) | > loss_disc_real_4: 0.22382457554340363 (0.22802431224368688) | > loss_disc_real_5: 0.22000423073768616 (0.22059186377863246) | > loss_0: 2.2476649284362793 (2.3474388028693) | > grad_norm_0: tensor(50.0661, device='cuda:0') (tensor(23.6867, device='cuda:0')) | > loss_gen: 2.696075439453125 (2.5157689597662976) | > loss_kl: 1.9678730964660645 (1.920026320641435) | > loss_feat: 7.503215312957764 (7.143684173193502) | > loss_mel: 17.32381248474121 (17.99872999116192) | > loss_duration: 2.082124710083008 (2.0605123033673762) | > loss_1: 31.573101043701172 (31.638721728888083) | > grad_norm_1: tensor(573.8984, device='cuda:0') (tensor(262.3329, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.4479 (0.3916685693845975) | > loader_time: 0.0678 (0.012518192839434769)  --> TIME: 2024-06-11 09:31:31 -- STEP: 279/330 -- GLOBAL_STEP: 226550 | > loss_disc: 2.489987850189209 (2.3457165584769286) | > loss_disc_real_0: 0.2243194431066513 (0.1144540947478091) | > loss_disc_real_1: 0.2463611215353012 (0.20004942372281062) | > loss_disc_real_2: 0.24023492634296417 (0.21396766891402583) | > loss_disc_real_3: 0.23365391790866852 (0.227854057612385) | > loss_disc_real_4: 0.2371440827846527 (0.22758603854418655) | > loss_disc_real_5: 0.2599828541278839 (0.22014884191388298) | > loss_0: 2.489987850189209 (2.3457165584769286) | > grad_norm_0: tensor(56.9629, device='cuda:0') (tensor(26.1839, device='cuda:0')) | > loss_gen: 2.5121078491210938 (2.520061909084251) | > loss_kl: 1.963984727859497 (1.9255468712912664) | > loss_feat: 7.412784099578857 (7.162421867411622) | > loss_mel: 17.197175979614258 (17.95531039767795) | > loss_duration: 2.142594814300537 (2.0693175348329733) | > loss_1: 31.228647232055664 (31.632658579016244) | > grad_norm_1: tensor(419.7226, device='cuda:0') (tensor(283.0125, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.4554 (0.39650488754327157) | > loader_time: 0.0703 (0.017909498624904183)  --> TIME: 2024-06-11 09:31:45 -- STEP: 304/330 -- GLOBAL_STEP: 226575 | > loss_disc: 2.350477933883667 (2.347695725528817) | > loss_disc_real_0: 0.19121110439300537 (0.11533941111625418) | > loss_disc_real_1: 0.1602635532617569 (0.20015270620780556) | > loss_disc_real_2: 0.1927807778120041 (0.21437089257922612) | > loss_disc_real_3: 0.1936802864074707 (0.2280286320632226) | > loss_disc_real_4: 0.17614960670471191 (0.22799284868922673) | > loss_disc_real_5: 0.1828257441520691 (0.22032293530279085) | > loss_0: 2.350477933883667 (2.347695725528817) | > grad_norm_0: tensor(34.9432, device='cuda:0') (tensor(28.5234, device='cuda:0')) | > loss_gen: 2.579465389251709 (2.5252155873336295) | > loss_kl: 1.927374005317688 (1.9278010902436156) | > loss_feat: 7.759768962860107 (7.195862818705407) | > loss_mel: 17.206798553466797 (17.92336819673839) | > loss_duration: 2.211825370788574 (2.079539476256623) | > loss_1: 31.68523406982422 (31.651787149278743) | > grad_norm_1: tensor(428.6504, device='cuda:0') (tensor(297.5536, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.477 (0.4030245471941797) | > loader_time: 0.0067 (0.02238722694547553)  --> TIME: 2024-06-11 09:32:17 -- STEP: 329/330 -- GLOBAL_STEP: 226600 | > loss_disc: 2.6118886470794678 (2.350355414996394) | > loss_disc_real_0: 0.13496512174606323 (0.11652056267060408) | > loss_disc_real_1: 0.21150389313697815 (0.20032398253226352) | > loss_disc_real_2: 0.26087212562561035 (0.21443445858259694) | > loss_disc_real_3: 0.2900921702384949 (0.2284905584840427) | > loss_disc_real_4: 0.21876637637615204 (0.228103174083501) | > loss_disc_real_5: 0.2741535007953644 (0.22054088799605617) | > loss_0: 2.6118886470794678 (2.350355414996394) | > grad_norm_0: tensor(16.6755, device='cuda:0') (tensor(29.0290, device='cuda:0')) | > loss_gen: 2.1879329681396484 (2.526417010460944) | > loss_kl: 2.0555741786956787 (1.9322457404122164) | > loss_feat: 10.564167022705078 (7.319685783792048) | > loss_mel: 18.296232223510742 (17.910018242601208) | > loss_duration: 2.276528835296631 (2.0931200611555125) | > loss_1: 35.38043212890625 (31.781486818493317) | > grad_norm_1: tensor(94.1702, device='cuda:0') (tensor(302.2046, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 17.5741 (0.46747825428345285) | > loader_time: 0.0337 (0.022588565356825616)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.293713092803955 (2.293713092803955) | > loss_disc_real_0: 0.14562514424324036 (0.14562514424324036) | > loss_disc_real_1: 0.30616170167922974 (0.30616170167922974) | > loss_disc_real_2: 0.2644008994102478 (0.2644008994102478) | > loss_disc_real_3: 0.24690021574497223 (0.24690021574497223) | > loss_disc_real_4: 0.17662574350833893 (0.17662574350833893) | > loss_disc_real_5: 0.1732376664876938 (0.1732376664876938) | > loss_0: 2.293713092803955 (2.293713092803955) | > loss_gen: 2.7268993854522705 (2.7268993854522705) | > loss_kl: 2.039184331893921 (2.039184331893921) | > loss_feat: 8.161914825439453 (8.161914825439453) | > loss_mel: 17.591646194458008 (17.591646194458008) | > loss_duration: 2.989849805831909 (2.989849805831909) | > loss_1: 33.50949478149414 (33.50949478149414)  --> STEP: 1 | > loss_disc: 2.2326107025146484 (2.2326107025146484) | > loss_disc_real_0: 0.18520551919937134 (0.18520551919937134) | > loss_disc_real_1: 0.1766941398382187 (0.1766941398382187) | > loss_disc_real_2: 0.20142562687397003 (0.20142562687397003) | > loss_disc_real_3: 0.1951613426208496 (0.1951613426208496) | > loss_disc_real_4: 0.2112857699394226 (0.2112857699394226) | > loss_disc_real_5: 0.24101075530052185 (0.24101075530052185) | > loss_0: 2.2326107025146484 (2.2326107025146484) | > loss_gen: 2.5546188354492188 (2.5546188354492188) | > loss_kl: 2.0732243061065674 (2.0732243061065674) | > loss_feat: 7.881784439086914 (7.881784439086914) | > loss_mel: 18.784217834472656 (18.784217834472656) | > loss_duration: 2.4939918518066406 (2.4939918518066406) | > loss_1: 33.787837982177734 (33.787837982177734)  --> STEP: 2 | > loss_disc: 2.236579179763794 (2.234594941139221) | > loss_disc_real_0: 0.07939572632312775 (0.13230062276124954) | > loss_disc_real_1: 0.2864348888397217 (0.23156451433897018) | > loss_disc_real_2: 0.20049062371253967 (0.20095812529325485) | > loss_disc_real_3: 0.20474864542484283 (0.19995499402284622) | > loss_disc_real_4: 0.15200895071029663 (0.18164736032485962) | > loss_disc_real_5: 0.1684587597846985 (0.20473475754261017) | > loss_0: 2.236579179763794 (2.234594941139221) | > loss_gen: 2.5469040870666504 (2.5507614612579346) | > loss_kl: 2.626361608505249 (2.349792957305908) | > loss_feat: 5.670469760894775 (6.776127099990845) | > loss_mel: 20.315690994262695 (19.549954414367676) | > loss_duration: 2.422959089279175 (2.4584754705429077) | > loss_1: 33.5823860168457 (33.68511199951172)  --> STEP: 3 | > loss_disc: 2.142117977142334 (2.2037692864735923) | > loss_disc_real_0: 0.07621938735246658 (0.11360687762498856) | > loss_disc_real_1: 0.17655369639396667 (0.21322757502396902) | > loss_disc_real_2: 0.29128846526145935 (0.23106823861598969) | > loss_disc_real_3: 0.20255990326404572 (0.20082329710324606) | > loss_disc_real_4: 0.12707802653312683 (0.163457582394282) | > loss_disc_real_5: 0.15035462379455566 (0.18660804629325867) | > loss_0: 2.142117977142334 (2.2037692864735923) | > loss_gen: 2.536567211151123 (2.546030044555664) | > loss_kl: 3.6635477542877197 (2.787711222966512) | > loss_feat: 7.284534454345703 (6.945596218109131) | > loss_mel: 18.84044075012207 (19.31344985961914) | > loss_duration: 2.2762060165405273 (2.3977189858754477) | > loss_1: 34.601295471191406 (33.99050649007162)  --> STEP: 4 | > loss_disc: 2.2638771533966064 (2.2187962532043457) | > loss_disc_real_0: 0.08351580798625946 (0.10608411021530628) | > loss_disc_real_1: 0.21462605893611908 (0.21357719600200653) | > loss_disc_real_2: 0.20734144747257233 (0.22513654083013535) | > loss_disc_real_3: 0.2912937104701996 (0.22344090044498444) | > loss_disc_real_4: 0.19009418785572052 (0.17011673375964165) | > loss_disc_real_5: 0.22399231791496277 (0.1959541141986847) | > loss_0: 2.2638771533966064 (2.2187962532043457) | > loss_gen: 2.8126792907714844 (2.612692356109619) | > loss_kl: 3.6110711097717285 (2.993551194667816) | > loss_feat: 9.558895111083984 (7.598920941352844) | > loss_mel: 17.39853286743164 (18.834720611572266) | > loss_duration: 2.2858059406280518 (2.3697407245635986) | > loss_1: 35.66698455810547 (34.40962600708008)  --> STEP: 5 | > loss_disc: 2.6467127799987793 (2.3043795585632325) | > loss_disc_real_0: 0.1946304440498352 (0.12379337698221207) | > loss_disc_real_1: 0.3151630461215973 (0.23389436602592467) | > loss_disc_real_2: 0.29748937487602234 (0.23960710763931276) | > loss_disc_real_3: 0.28953176736831665 (0.23665907382965087) | > loss_disc_real_4: 0.25539860129356384 (0.18717310726642608) | > loss_disc_real_5: 0.275285929441452 (0.21182047724723815) | > loss_0: 2.6467127799987793 (2.3043795585632325) | > loss_gen: 2.465125799179077 (2.5831790447235106) | > loss_kl: 2.599057197570801 (2.914652395248413) | > loss_feat: 4.126115798950195 (6.904359912872314) | > loss_mel: 18.59404754638672 (18.786585998535156) | > loss_duration: 2.294830322265625 (2.354758644104004) | > loss_1: 30.079177856445312 (33.54353637695313)  --> STEP: 6 | > loss_disc: 2.334247589111328 (2.3093575636545816) | > loss_disc_real_0: 0.08250197768211365 (0.11691147709886233) | > loss_disc_real_1: 0.29045698046684265 (0.24332146843274435) | > loss_disc_real_2: 0.16688542068004608 (0.22748682647943497) | > loss_disc_real_3: 0.22327017784118652 (0.23442759116490683) | > loss_disc_real_4: 0.2890182137489319 (0.20414729168017706) | > loss_disc_real_5: 0.3462934195995331 (0.23423263430595398) | > loss_0: 2.334247589111328 (2.3093575636545816) | > loss_gen: 2.7171425819396973 (2.6055063009262085) | > loss_kl: 2.746413469314575 (2.88661257425944) | > loss_feat: 5.642253875732422 (6.694008906682332) | > loss_mel: 18.64999008178711 (18.76382001241048) | > loss_duration: 2.1646554470062256 (2.323074777921041) | > loss_1: 31.920455932617188 (33.273022969563804)  --> STEP: 7 | > loss_disc: 2.345003366470337 (2.31444982119969) | > loss_disc_real_0: 0.1835206151008606 (0.12642706824200495) | > loss_disc_real_1: 0.311177521944046 (0.2530151903629303) | > loss_disc_real_2: 0.17745552957057953 (0.22033949834959848) | > loss_disc_real_3: 0.19963543117046356 (0.22945728259427206) | > loss_disc_real_4: 0.1858305186033249 (0.2015306098120553) | > loss_disc_real_5: 0.17415346205234528 (0.22564989541258132) | > loss_0: 2.345003366470337 (2.31444982119969) | > loss_gen: 2.4693679809570312 (2.5860579695020403) | > loss_kl: 4.054534912109375 (3.0534586225237166) | > loss_feat: 7.1157989501953125 (6.754264627184186) | > loss_mel: 17.801891326904297 (18.62640162876674) | > loss_duration: 2.5269901752471924 (2.352205548967634) | > loss_1: 33.96858215332031 (33.372388567243306)  --> STEP: 8 | > loss_disc: 2.019329309463501 (2.277559757232666) | > loss_disc_real_0: 0.09315416216850281 (0.12226795498281717) | > loss_disc_real_1: 0.14216220378875732 (0.23915856704115868) | > loss_disc_real_2: 0.10430990159511566 (0.20583579875528812) | > loss_disc_real_3: 0.2512500584125519 (0.23218137957155704) | > loss_disc_real_4: 0.21296922862529755 (0.2029604371637106) | > loss_disc_real_5: 0.15330900251865387 (0.21660728380084038) | > loss_0: 2.019329309463501 (2.277559757232666) | > loss_gen: 2.854440689086914 (2.6196058094501495) | > loss_kl: 2.8077433109283447 (3.022744208574295) | > loss_feat: 11.299301147460938 (7.3223941922187805) | > loss_mel: 20.390378952026367 (18.846898794174194) | > loss_duration: 2.232497215270996 (2.337242007255554) | > loss_1: 39.58435821533203 (34.148884773254395)  --> STEP: 9 | > loss_disc: 2.379058361053467 (2.2888373798794217) | > loss_disc_real_0: 0.2227843701839447 (0.13343644556072023) | > loss_disc_real_1: 0.2940441370010376 (0.24525696370336744) | > loss_disc_real_2: 0.2618604600429535 (0.21206076112058428) | > loss_disc_real_3: 0.23069673776626587 (0.23201641937096915) | > loss_disc_real_4: 0.2044662982225418 (0.20312775505913627) | > loss_disc_real_5: 0.19141675531864166 (0.2138083361917072) | > loss_0: 2.379058361053467 (2.2888373798794217) | > loss_gen: 2.8993093967437744 (2.6506839858161078) | > loss_kl: 2.2787249088287354 (2.940075397491455) | > loss_feat: 8.811382293701172 (7.487837314605713) | > loss_mel: 18.517688751220703 (18.810319900512695) | > loss_duration: 2.131265640258789 (2.3143557442559137) | > loss_1: 34.63837432861328 (34.2032725016276)  --> STEP: 10 | > loss_disc: 2.441387176513672 (2.304092359542847) | > loss_disc_real_0: 0.1510360836982727 (0.13519640937447547) | > loss_disc_real_1: 0.34112289547920227 (0.25484355688095095) | > loss_disc_real_2: 0.2397182732820511 (0.21482651233673095) | > loss_disc_real_3: 0.24367298185825348 (0.23318207561969756) | > loss_disc_real_4: 0.21449026465415955 (0.20426400601863862) | > loss_disc_real_5: 0.2668721675872803 (0.2191147193312645) | > loss_0: 2.441387176513672 (2.304092359542847) | > loss_gen: 2.466062068939209 (2.632221794128418) | > loss_kl: 2.7574615478515625 (2.9218140125274656) | > loss_feat: 5.307323455810547 (7.269785928726196) | > loss_mel: 16.421215057373047 (18.57140941619873) | > loss_duration: 2.2790369987487793 (2.3108238697052004) | > loss_1: 29.23110008239746 (33.70605525970459)  --> STEP: 11 | > loss_disc: 2.6110692024230957 (2.331999345259233) | > loss_disc_real_0: 0.20252260565757751 (0.1413169726729393) | > loss_disc_real_1: 0.24030888080596924 (0.2535222226923162) | > loss_disc_real_2: 0.1810864955186844 (0.2117592380805449) | > loss_disc_real_3: 0.29038703441619873 (0.2383825264193795) | > loss_disc_real_4: 0.2763559818267822 (0.2108178220011971) | > loss_disc_real_5: 0.29199010133743286 (0.225739754059098) | > loss_0: 2.6110692024230957 (2.331999345259233) | > loss_gen: 2.347597599029541 (2.6063468673012475) | > loss_kl: 2.974003791809082 (2.9265585379167036) | > loss_feat: 5.144656658172607 (7.07659235867587) | > loss_mel: 17.815481185913086 (18.502688667990945) | > loss_duration: 2.3876426219940186 (2.3178073926405474) | > loss_1: 30.66938018798828 (33.42999388954856)  --> STEP: 12 | > loss_disc: 2.4880034923553467 (2.344999690850576) | > loss_disc_real_0: 0.17534640431404114 (0.14415275864303112) | > loss_disc_real_1: 0.30169957876205444 (0.25753700236479443) | > loss_disc_real_2: 0.23259492218494415 (0.21349554508924484) | > loss_disc_real_3: 0.25570985674858093 (0.23982647061347961) | > loss_disc_real_4: 0.1930554062128067 (0.2093376206854979) | > loss_disc_real_5: 0.21487273275852203 (0.22483416895071665) | > loss_0: 2.4880034923553467 (2.344999690850576) | > loss_gen: 2.33488130569458 (2.583724737167359) | > loss_kl: 2.3938212394714355 (2.8821637630462646) | > loss_feat: 5.70562744140625 (6.962345282236735) | > loss_mel: 17.575111389160156 (18.42539056142171) | > loss_duration: 2.2703397274017334 (2.313851753870646) | > loss_1: 30.279781341552734 (33.167476177215576)  --> STEP: 13 | > loss_disc: 2.5047264099121094 (2.357286361547617) | > loss_disc_real_0: 0.19714143872261047 (0.14822881095684493) | > loss_disc_real_1: 0.2144368439912796 (0.2542216055668317) | > loss_disc_real_2: 0.22853215038776398 (0.2146522070352848) | > loss_disc_real_3: 0.22496268153190613 (0.23868310222258934) | > loss_disc_real_4: 0.1873919665813446 (0.2076494934467169) | > loss_disc_real_5: 0.19430305063724518 (0.22248562138814193) | > loss_0: 2.5047264099121094 (2.357286361547617) | > loss_gen: 2.336777687072754 (2.5647288102370047) | > loss_kl: 2.7535176277160645 (2.8722679064824033) | > loss_feat: 6.4057722091674805 (6.919531968923716) | > loss_mel: 16.12556266784668 (18.248480723454403) | > loss_duration: 2.1962807178497314 (2.3048078280228834) | > loss_1: 29.817913055419922 (32.909817475538986)  --> STEP: 14 | > loss_disc: 2.4269678592681885 (2.3622636113848006) | > loss_disc_real_0: 0.1739606112241745 (0.1500667966902256) | > loss_disc_real_1: 0.27773773670196533 (0.2559013292193412) | > loss_disc_real_2: 0.23193734884262085 (0.21588686002152307) | > loss_disc_real_3: 0.28027185797691345 (0.2416537276336125) | > loss_disc_real_4: 0.20513302087783813 (0.2074697454060827) | > loss_disc_real_5: 0.2067897766828537 (0.2213644896234785) | > loss_0: 2.4269678592681885 (2.3622636113848006) | > loss_gen: 2.579458236694336 (2.5657809121268143) | > loss_kl: 3.04252028465271 (2.884428790637425) | > loss_feat: 6.172155857086182 (6.86614796093532) | > loss_mel: 19.66623878479004 (18.349749156406947) | > loss_duration: 2.378154993057251 (2.310046911239624) | > loss_1: 33.83852767944336 (32.97615391867502)  --> STEP: 15 | > loss_disc: 2.4872164726257324 (2.370593802134196) | > loss_disc_real_0: 0.12557023763656616 (0.14843369275331497) | > loss_disc_real_1: 0.40944692492485046 (0.2661377022663752) | > loss_disc_real_2: 0.23953774571418762 (0.21746358573436736) | > loss_disc_real_3: 0.2718189060688019 (0.2436647395292918) | > loss_disc_real_4: 0.21987520158290863 (0.2082967758178711) | > loss_disc_real_5: 0.18274465203285217 (0.21878983378410338) | > loss_0: 2.4872164726257324 (2.370593802134196) | > loss_gen: 2.5402677059173584 (2.5640800317128503) | > loss_kl: 2.873483896255493 (2.883699131011963) | > loss_feat: 7.612675189971924 (6.915916442871094) | > loss_mel: 20.386484146118164 (18.485531489054363) | > loss_duration: 2.3914968967437744 (2.315476910273234) | > loss_1: 35.80440902709961 (33.16470425923666)  --> STEP: 16 | > loss_disc: 2.7453360557556152 (2.3940151929855347) | > loss_disc_real_0: 0.1118219643831253 (0.14614545973017812) | > loss_disc_real_1: 0.3627482056617737 (0.27217585872858757) | > loss_disc_real_2: 0.20131497085094452 (0.21645429730415344) | > loss_disc_real_3: 0.22039933502674103 (0.24221065174788237) | > loss_disc_real_4: 0.167478546500206 (0.20574563648551702) | > loss_disc_real_5: 0.20791573822498322 (0.21811020281165838) | > loss_0: 2.7453360557556152 (2.3940151929855347) | > loss_gen: 2.1763181686401367 (2.539844915270806) | > loss_kl: 2.290144205093384 (2.8466019481420517) | > loss_feat: 6.751171112060547 (6.905619859695435) | > loss_mel: 16.664249420166016 (18.37170135974884) | > loss_duration: 2.3221311569213867 (2.3158928006887436) | > loss_1: 30.20401382446289 (32.97966110706329)  --> STEP: 17 | > loss_disc: 2.7584762573242188 (2.4154540791231045) | > loss_disc_real_0: 0.28456130623817444 (0.15428756834829555) | > loss_disc_real_1: 0.28834497928619385 (0.27312698346727027) | > loss_disc_real_2: 0.3218454122543335 (0.22265377465416403) | > loss_disc_real_3: 0.291862428188324 (0.24513134447967305) | > loss_disc_real_4: 0.30199629068374634 (0.21140743967364817) | > loss_disc_real_5: 0.34485724568367004 (0.22556591121589437) | > loss_0: 2.7584762573242188 (2.4154540791231045) | > loss_gen: 2.6292643547058105 (2.5451048822963944) | > loss_kl: 2.1490933895111084 (2.805572032928467) | > loss_feat: 6.430267810821533 (6.877657974467558) | > loss_mel: 17.384912490844727 (18.313654955695657) | > loss_duration: 2.367044448852539 (2.3189017211689666) | > loss_1: 30.960582733154297 (32.860891790951)  --> STEP: 18 | > loss_disc: 2.4088211059570312 (2.4150855806138782) | > loss_disc_real_0: 0.11790818721055984 (0.15226649161842135) | > loss_disc_real_1: 0.25156065821647644 (0.2719288542866706) | > loss_disc_real_2: 0.1488061398267746 (0.21855112827486461) | > loss_disc_real_3: 0.16010607779026031 (0.24040771855248344) | > loss_disc_real_4: 0.16323348879814148 (0.20873110906945336) | > loss_disc_real_5: 0.13273751735687256 (0.22040877822372648) | > loss_0: 2.4088211059570312 (2.4150855806138782) | > loss_gen: 2.0219106674194336 (2.516038537025452) | > loss_kl: 2.2704803943634033 (2.7758447196748524) | > loss_feat: 6.855829238891602 (6.87644526693556) | > loss_mel: 17.72422981262207 (18.28090911441379) | > loss_duration: 2.2392170429229736 (2.314474794599745) | > loss_1: 31.111669540405273 (32.76371277703179)  --> STEP: 19 | > loss_disc: 2.4926726818084717 (2.4191691122556986) | > loss_disc_real_0: 0.13188815116882324 (0.15119394738423197) | > loss_disc_real_1: 0.2601165175437927 (0.2713071523528349) | > loss_disc_real_2: 0.16877590119838715 (0.21593137948136581) | > loss_disc_real_3: 0.2370729148387909 (0.24023220256755226) | > loss_disc_real_4: 0.16861122846603394 (0.2066195364061155) | > loss_disc_real_5: 0.1596778929233551 (0.2172124158394964) | > loss_0: 2.4926726818084717 (2.4191691122556986) | > loss_gen: 2.1890830993652344 (2.498830356095967) | > loss_kl: 2.050224781036377 (2.7376541965886165) | > loss_feat: 6.5739946365356445 (6.860526812703986) | > loss_mel: 17.861879348754883 (18.258854916221217) | > loss_duration: 2.357978105545044 (2.3167644425442346) | > loss_1: 31.033161163330078 (32.672631113152754)  --> STEP: 20 | > loss_disc: 2.5054092407226562 (2.423481118679047) | > loss_disc_real_0: 0.19414860010147095 (0.1533416800200939) | > loss_disc_real_1: 0.32953545451164246 (0.2742185674607753) | > loss_disc_real_2: 0.210264191031456 (0.21564802005887032) | > loss_disc_real_3: 0.18239906430244446 (0.23734054565429688) | > loss_disc_real_4: 0.16802343726158142 (0.20468973144888877) | > loss_disc_real_5: 0.17786608636379242 (0.2152450993657112) | > loss_0: 2.5054092407226562 (2.423481118679047) | > loss_gen: 2.075002670288086 (2.4776389718055727) | > loss_kl: 2.207218647003174 (2.7111324191093447) | > loss_feat: 5.537927150726318 (6.794396829605103) | > loss_mel: 15.988726615905762 (18.145348501205444) | > loss_duration: 2.28668212890625 (2.3152603268623357) | > loss_1: 28.095556259155273 (32.44377737045288)  --> STEP: 21 | > loss_disc: 2.441336154937744 (2.4243313585008894) | > loss_disc_real_0: 0.09864143282175064 (0.15073690634398235) | > loss_disc_real_1: 0.38786235451698303 (0.27963017636821375) | > loss_disc_real_2: 0.24899911880493164 (0.21723616761820658) | > loss_disc_real_3: 0.20936787128448486 (0.2360085135414487) | > loss_disc_real_4: 0.18457195162773132 (0.20373174193359556) | > loss_disc_real_5: 0.17695535719394684 (0.2134217783099129) | > loss_0: 2.441336154937744 (2.4243313585008894) | > loss_gen: 2.256162643432617 (2.4670924799782887) | > loss_kl: 2.0490128993988037 (2.6796029181707475) | > loss_feat: 4.751638889312744 (6.6971226419721335) | > loss_mel: 14.177570343017578 (17.95640668414888) | > loss_duration: 2.200291156768799 (2.3097856044769296) | > loss_1: 25.434675216674805 (32.110010601225355)  --> STEP: 22 | > loss_disc: 2.441701889038086 (2.4251209280707617) | > loss_disc_real_0: 0.13515067100524902 (0.15002844110131267) | > loss_disc_real_1: 0.24865345656871796 (0.2782221436500549) | > loss_disc_real_2: 0.18459433317184448 (0.21575244787064465) | > loss_disc_real_3: 0.2602617144584656 (0.23711093176494946) | > loss_disc_real_4: 0.2708417475223541 (0.2067821967330846) | > loss_disc_real_5: 0.26079291105270386 (0.2155750116164034) | > loss_0: 2.441701889038086 (2.4251209280707617) | > loss_gen: 2.461953639984131 (2.4668588963421905) | > loss_kl: 2.367459774017334 (2.6654145934365014) | > loss_feat: 6.931748390197754 (6.707787448709661) | > loss_mel: 19.44741439819336 (18.024179762059994) | > loss_duration: 2.1668789386749268 (2.303289846940475) | > loss_1: 33.37545394897461 (32.16753075339577)  --> STEP: 23 | > loss_disc: 2.683819055557251 (2.4363686727440874) | > loss_disc_real_0: 0.36906898021698 (0.15955194280199383) | > loss_disc_real_1: 0.296991765499115 (0.2790382141652314) | > loss_disc_real_2: 0.25377508997917175 (0.2174056062231893) | > loss_disc_real_3: 0.29483750462532043 (0.23962078275887863) | > loss_disc_real_4: 0.2075941264629364 (0.20681749802568686) | > loss_disc_real_5: 0.21385620534420013 (0.21550028090891632) | > loss_0: 2.683819055557251 (2.4363686727440874) | > loss_gen: 2.5022473335266113 (2.468397524045861) | > loss_kl: 2.232138156890869 (2.646576487499735) | > loss_feat: 6.30816650390625 (6.690412625022557) | > loss_mel: 16.68657684326172 (17.96602311341659) | > loss_duration: 2.2809557914733887 (2.302318801050602) | > loss_1: 30.01008415222168 (32.07372872725777)  --> STEP: 24 | > loss_disc: 2.455911874771118 (2.437182972828547) | > loss_disc_real_0: 0.11673092842102051 (0.15776773386945328) | > loss_disc_real_1: 0.3862694501876831 (0.28350618233283353) | > loss_disc_real_2: 0.30452799797058105 (0.22103570587933064) | > loss_disc_real_3: 0.29552334547042847 (0.2419500562051932) | > loss_disc_real_4: 0.22167818248271942 (0.20743669321139654) | > loss_disc_real_5: 0.2359570860862732 (0.21635264779130617) | > loss_0: 2.455911874771118 (2.437182972828547) | > loss_gen: 2.8064961433410645 (2.4824849665164943) | > loss_kl: 2.5349719524383545 (2.641926298538844) | > loss_feat: 6.0800700187683105 (6.664981683095296) | > loss_mel: 18.48889923095703 (17.987809618314106) | > loss_duration: 2.4430181980133057 (2.308181275924048) | > loss_1: 32.35345458984375 (32.08538397153219)  --> STEP: 25 | > loss_disc: 2.6012794971466064 (2.4437468338012693) | > loss_disc_real_0: 0.13605105876922607 (0.1568990668654442) | > loss_disc_real_1: 0.35288846492767334 (0.28628147363662715) | > loss_disc_real_2: 0.23164144158363342 (0.22145993530750274) | > loss_disc_real_3: 0.22224614024162292 (0.24116189956665038) | > loss_disc_real_4: 0.20052212476730347 (0.2071601104736328) | > loss_disc_real_5: 0.1735822558403015 (0.21464183211326598) | > loss_0: 2.6012794971466064 (2.4437468338012693) | > loss_gen: 2.2593374252319336 (2.473559064865112) | > loss_kl: 2.8966732025146484 (2.652116174697876) | > loss_feat: 5.564514636993408 (6.620963001251221) | > loss_mel: 16.771846771240234 (17.939171104431153) | > loss_duration: 2.3735570907592773 (2.310796308517457) | > loss_1: 29.865928649902344 (31.99660575866699)  --> STEP: 26 | > loss_disc: 2.717825412750244 (2.454288317606999) | > loss_disc_real_0: 0.08939340710639954 (0.15430269533625016) | > loss_disc_real_1: 0.29542043805122375 (0.2866329722679578) | > loss_disc_real_2: 0.19938252866268158 (0.22061080428270194) | > loss_disc_real_3: 0.21930287778377533 (0.24032116795961672) | > loss_disc_real_4: 0.22999835014343262 (0.20803850430708665) | > loss_disc_real_5: 0.11922881752252579 (0.21097210078285292) | > loss_0: 2.717825412750244 (2.454288317606999) | > loss_gen: 2.0356781482696533 (2.456717491149902) | > loss_kl: 2.6842644214630127 (2.6533526457273044) | > loss_feat: 9.675763130187988 (6.738455313902635) | > loss_mel: 19.061052322387695 (17.982320382044865) | > loss_duration: 2.314291000366211 (2.310930719742409) | > loss_1: 35.77104949951172 (32.141776671776405) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023802427145150997 (-0.0004052382249098551) | > avg_loss_disc: 2.454288317606999 (+0.10305003936474089) | > avg_loss_disc_real_0: 0.15430269533625016 (+0.010465102700086742) | > avg_loss_disc_real_1: 0.2866329722679578 (+0.040201423833003375) | > avg_loss_disc_real_2: 0.22061080428270194 (-0.020900800251043766) | > avg_loss_disc_real_3: 0.24032116795961672 (+0.015536852754079372) | > avg_loss_disc_real_4: 0.20803850430708665 (-0.017148066598635464) | > avg_loss_disc_real_5: 0.21097210078285292 (-0.003115658863232673) | > avg_loss_0: 2.454288317606999 (+0.10305003936474089) | > avg_loss_gen: 2.456717491149902 (-0.08632661746098469) | > avg_loss_kl: 2.6533526457273044 (-0.07245396650754454) | > avg_loss_feat: 6.738455313902635 (-0.3632194812481222) | > avg_loss_mel: 17.982320382044865 (-0.3733735451331519) | > avg_loss_duration: 2.310930719742409 (-0.010149763180658855) | > avg_loss_1: 32.141776671776405 (-0.9055233001708984)  > EPOCH: 420/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:32:23)   --> TIME: 2024-06-11 09:32:34 -- STEP: 24/330 -- GLOBAL_STEP: 226625 | > loss_disc: 2.3354251384735107 (2.329127917687098) | > loss_disc_real_0: 0.12212814390659332 (0.11134702526032925) | > loss_disc_real_1: 0.20359353721141815 (0.19596631824970245) | > loss_disc_real_2: 0.21487490832805634 (0.20835908005634943) | > loss_disc_real_3: 0.22383028268814087 (0.22349408393104872) | > loss_disc_real_4: 0.2195974737405777 (0.22243447850147882) | > loss_disc_real_5: 0.21793308854103088 (0.21485899575054646) | > loss_0: 2.3354251384735107 (2.329127917687098) | > grad_norm_0: tensor(7.8093, device='cuda:0') (tensor(7.6753, device='cuda:0')) | > loss_gen: 2.468536853790283 (2.4888298213481894) | > loss_kl: 1.9000164270401 (1.848384936650594) | > loss_feat: 7.450057029724121 (7.0164666175842285) | > loss_mel: 17.745058059692383 (18.27093784014384) | > loss_duration: 2.0006704330444336 (2.0910008599360785) | > loss_1: 31.56433868408203 (31.715619643529255) | > grad_norm_1: tensor(54.4253, device='cuda:0') (tensor(82.7270, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.3678 (0.35899017254511517) | > loader_time: 0.0279 (0.04406901200612386)  --> TIME: 2024-06-11 09:32:45 -- STEP: 49/330 -- GLOBAL_STEP: 226650 | > loss_disc: 2.269669771194458 (2.334490936629626) | > loss_disc_real_0: 0.08809777349233627 (0.11076615522710645) | > loss_disc_real_1: 0.18779705464839935 (0.1980942180570291) | > loss_disc_real_2: 0.20242607593536377 (0.21120487366403853) | > loss_disc_real_3: 0.18461407721042633 (0.22638355803732968) | > loss_disc_real_4: 0.2009204626083374 (0.22630476586672724) | > loss_disc_real_5: 0.20204374194145203 (0.21634743286638844) | > loss_0: 2.269669771194458 (2.334490936629626) | > grad_norm_0: tensor(15.1615, device='cuda:0') (tensor(11.2753, device='cuda:0')) | > loss_gen: 2.4963796138763428 (2.498657148711535) | > loss_kl: 1.8045614957809448 (1.8740656229914452) | > loss_feat: 7.175328254699707 (7.09934443843608) | > loss_mel: 18.113508224487305 (18.21095521109445) | > loss_duration: 1.9539885520935059 (2.0457310895530534) | > loss_1: 31.54376792907715 (31.728753226143972) | > grad_norm_1: tensor(254.1754, device='cuda:0') (tensor(121.5405, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.3687 (0.3617323953278211) | > loader_time: 0.0558 (0.05987390206784618)  --> TIME: 2024-06-11 09:32:56 -- STEP: 74/330 -- GLOBAL_STEP: 226675 | > loss_disc: 2.2453417778015137 (2.320592857695915) | > loss_disc_real_0: 0.10888385772705078 (0.11066472892825668) | > loss_disc_real_1: 0.1612825244665146 (0.19680229171707825) | > loss_disc_real_2: 0.20792114734649658 (0.20981955185935303) | > loss_disc_real_3: 0.20674966275691986 (0.2254872618092073) | > loss_disc_real_4: 0.23159313201904297 (0.22671812309606656) | > loss_disc_real_5: 0.22193747758865356 (0.21691159642225988) | > loss_0: 2.2453417778015137 (2.320592857695915) | > grad_norm_0: tensor(17.0540, device='cuda:0') (tensor(11.3502, device='cuda:0')) | > loss_gen: 2.6102280616760254 (2.515064957979563) | > loss_kl: 1.8731693029403687 (1.8939522118181795) | > loss_feat: 7.487431049346924 (7.188723976547654) | > loss_mel: 17.79555892944336 (18.201653171230006) | > loss_duration: 1.9420394897460938 (2.028207211881069) | > loss_1: 31.708425521850586 (31.827601329700368) | > grad_norm_1: tensor(261.1356, device='cuda:0') (tensor(134.5308, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.3672 (0.36379059585365087) | > loader_time: 0.0723 (0.06645307347581193)  --> TIME: 2024-06-11 09:33:08 -- STEP: 99/330 -- GLOBAL_STEP: 226700 | > loss_disc: 2.2872939109802246 (2.3247021930386333) | > loss_disc_real_0: 0.13384565711021423 (0.11164439732980247) | > loss_disc_real_1: 0.19719894230365753 (0.1983542002812781) | > loss_disc_real_2: 0.1915907859802246 (0.21007627865882836) | > loss_disc_real_3: 0.22972635924816132 (0.22675237405781795) | > loss_disc_real_4: 0.2253817617893219 (0.22674865448715711) | > loss_disc_real_5: 0.19195687770843506 (0.21679799228605598) | > loss_0: 2.2872939109802246 (2.3247021930386333) | > grad_norm_0: tensor(15.1591, device='cuda:0') (tensor(10.9099, device='cuda:0')) | > loss_gen: 2.6997570991516113 (2.515503652168042) | > loss_kl: 2.0291874408721924 (1.8939091942527078) | > loss_feat: 7.687248706817627 (7.194507892685707) | > loss_mel: 18.145360946655273 (18.158910866939664) | > loss_duration: 2.028299331665039 (2.026418321060411) | > loss_1: 32.58985137939453 (31.789249786222825) | > grad_norm_1: tensor(180.6409, device='cuda:0') (tensor(127.6711, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.375 (0.36654505585179176) | > loader_time: 0.083 (0.06926259850010727)  --> TIME: 2024-06-11 09:33:20 -- STEP: 124/330 -- GLOBAL_STEP: 226725 | > loss_disc: 2.2905654907226562 (2.327272428620247) | > loss_disc_real_0: 0.0963095873594284 (0.11299474140809428) | > loss_disc_real_1: 0.1553390920162201 (0.1978417019690237) | > loss_disc_real_2: 0.22434628009796143 (0.21011833353869377) | > loss_disc_real_3: 0.21492910385131836 (0.22699282630797354) | > loss_disc_real_4: 0.21364349126815796 (0.22745028306399623) | > loss_disc_real_5: 0.18288251757621765 (0.21752960258914578) | > loss_0: 2.2905654907226562 (2.327272428620247) | > grad_norm_0: tensor(5.5951, device='cuda:0') (tensor(10.9860, device='cuda:0')) | > loss_gen: 2.6037333011627197 (2.510601268660637) | > loss_kl: 2.0251994132995605 (1.902613720586223) | > loss_feat: 7.863968372344971 (7.152525913330816) | > loss_mel: 18.5751953125 (18.142575248595207) | > loss_duration: 2.0386340618133545 (2.028010661563565) | > loss_1: 33.10673141479492 (31.736326617579305) | > grad_norm_1: tensor(111.4440, device='cuda:0') (tensor(123.9909, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.3851 (0.3707551610085271) | > loader_time: 0.0872 (0.07366409801667734)  --> TIME: 2024-06-11 09:33:32 -- STEP: 149/330 -- GLOBAL_STEP: 226750 | > loss_disc: 2.3834753036499023 (2.3317975453882416) | > loss_disc_real_0: 0.09002445638179779 (0.1132991371938846) | > loss_disc_real_1: 0.1665189266204834 (0.19916285364419825) | > loss_disc_real_2: 0.23249691724777222 (0.21009347702832826) | > loss_disc_real_3: 0.2109130620956421 (0.22779836830676803) | > loss_disc_real_4: 0.21182072162628174 (0.22750048589386396) | > loss_disc_real_5: 0.20693063735961914 (0.21805449420173698) | > loss_0: 2.3834753036499023 (2.3317975453882416) | > grad_norm_0: tensor(29.9434, device='cuda:0') (tensor(11.6403, device='cuda:0')) | > loss_gen: 2.373884439468384 (2.504431812555198) | > loss_kl: 2.0977935791015625 (1.9068417821154497) | > loss_feat: 6.589992046356201 (7.1305108102376025) | > loss_mel: 18.88481903076172 (18.137307416672673) | > loss_duration: 2.0458171367645264 (2.0306932958180464) | > loss_1: 31.992305755615234 (31.709785013390867) | > grad_norm_1: tensor(203.2422, device='cuda:0') (tensor(127.0771, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.3865 (0.3742677093352246) | > loader_time: 0.0875 (0.07709222191932215)  --> TIME: 2024-06-11 09:33:44 -- STEP: 174/330 -- GLOBAL_STEP: 226775 | > loss_disc: 2.353719472885132 (2.3310033439219673) | > loss_disc_real_0: 0.11910909414291382 (0.11376861577061399) | > loss_disc_real_1: 0.19459661841392517 (0.1993609928022856) | > loss_disc_real_2: 0.21508631110191345 (0.21032397697369248) | > loss_disc_real_3: 0.2440827190876007 (0.22730956243715067) | > loss_disc_real_4: 0.23679323494434357 (0.22699999672242965) | > loss_disc_real_5: 0.22824908792972565 (0.218000254411807) | > loss_0: 2.353719472885132 (2.3310033439219673) | > grad_norm_0: tensor(6.2033, device='cuda:0') (tensor(13.9816, device='cuda:0')) | > loss_gen: 2.6233484745025635 (2.5113461565697324) | > loss_kl: 1.8151105642318726 (1.9150896257367627) | > loss_feat: 6.861166000366211 (7.1547303830070055) | > loss_mel: 17.752323150634766 (18.11432447104619) | > loss_duration: 2.115450620651245 (2.035122927578016) | > loss_1: 31.16739845275879 (31.7306134563753) | > grad_norm_1: tensor(390.8331, device='cuda:0') (tensor(151.5972, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.384 (0.3786441841344722) | > loader_time: 0.1025 (0.07834183621680596)  --> TIME: 2024-06-11 09:33:57 -- STEP: 199/330 -- GLOBAL_STEP: 226800 | > loss_disc: 2.294402599334717 (2.3268940089335985) | > loss_disc_real_0: 0.0761922225356102 (0.1129890805737457) | > loss_disc_real_1: 0.20730823278427124 (0.1988408564772438) | > loss_disc_real_2: 0.24008910357952118 (0.2102818026315027) | > loss_disc_real_3: 0.24385927617549896 (0.22720065975009496) | > loss_disc_real_4: 0.21646136045455933 (0.22668164339496863) | > loss_disc_real_5: 0.2492688000202179 (0.21848723382207016) | > loss_0: 2.294402599334717 (2.3268940089335985) | > grad_norm_0: tensor(20.8920, device='cuda:0') (tensor(15.9872, device='cuda:0')) | > loss_gen: 2.5618605613708496 (2.5201292708890506) | > loss_kl: 1.8323636054992676 (1.9226263533884556) | > loss_feat: 6.787956714630127 (7.174061895015851) | > loss_mel: 17.84371566772461 (18.075261868424157) | > loss_duration: 2.137810230255127 (2.042883046308355) | > loss_1: 31.163705825805664 (31.734962319608908) | > grad_norm_1: tensor(304.1197, device='cuda:0') (tensor(174.1123, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.6249 (0.38209474985323943) | > loader_time: 0.1146 (0.08165447795810409)  --> TIME: 2024-06-11 09:34:09 -- STEP: 224/330 -- GLOBAL_STEP: 226825 | > loss_disc: 2.3031749725341797 (2.3270287609526092) | > loss_disc_real_0: 0.07834163308143616 (0.11348017428203351) | > loss_disc_real_1: 0.23030118644237518 (0.19887152181140014) | > loss_disc_real_2: 0.2203061431646347 (0.21041882537039255) | > loss_disc_real_3: 0.20279498398303986 (0.2275991028041712) | > loss_disc_real_4: 0.19242559373378754 (0.22603133527029837) | > loss_disc_real_5: 0.21468915045261383 (0.21852235861920885) | > loss_0: 2.3031749725341797 (2.3270287609526092) | > grad_norm_0: tensor(27.8103, device='cuda:0') (tensor(18.9731, device='cuda:0')) | > loss_gen: 2.552790641784668 (2.525683166725294) | > loss_kl: 1.8967424631118774 (1.9254095815122128) | > loss_feat: 7.705141544342041 (7.1978797018527985) | > loss_mel: 17.29050636291504 (18.021051032202585) | > loss_duration: 2.151489734649658 (2.0501397347876003) | > loss_1: 31.59667205810547 (31.720163072858536) | > grad_norm_1: tensor(485.5306, device='cuda:0') (tensor(198.0003, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.409 (0.3853210232087543) | > loader_time: 0.0055 (0.08018886085067474)  --> TIME: 2024-06-11 09:34:20 -- STEP: 249/330 -- GLOBAL_STEP: 226850 | > loss_disc: 2.398888111114502 (2.3292832393722844) | > loss_disc_real_0: 0.1145855039358139 (0.11401257654988621) | > loss_disc_real_1: 0.2009442150592804 (0.19887537081318207) | > loss_disc_real_2: 0.2004619687795639 (0.21052979303890437) | > loss_disc_real_3: 0.27165910601615906 (0.2280287538546635) | > loss_disc_real_4: 0.2831273078918457 (0.226601228656539) | > loss_disc_real_5: 0.28089234232902527 (0.21891312151548853) | > loss_0: 2.398888111114502 (2.3292832393722844) | > grad_norm_0: tensor(17.8223, device='cuda:0') (tensor(20.2089, device='cuda:0')) | > loss_gen: 2.5192651748657227 (2.52669117441139) | > loss_kl: 1.9133949279785156 (1.9266526105413475) | > loss_feat: 7.067553997039795 (7.193155039745163) | > loss_mel: 17.57021141052246 (17.986848877136964) | > loss_duration: 2.121518611907959 (2.0580601673049634) | > loss_1: 31.191946029663086 (31.691407751366796) | > grad_norm_1: tensor(303.2355, device='cuda:0') (tensor(213.7249, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.439 (0.38932243408448236) | > loader_time: 0.0057 (0.07270673479899821)  --> TIME: 2024-06-11 09:34:31 -- STEP: 274/330 -- GLOBAL_STEP: 226875 | > loss_disc: 2.537238597869873 (2.3325397063345807) | > loss_disc_real_0: 0.1270051747560501 (0.11443928120671397) | > loss_disc_real_1: 0.18784306943416595 (0.19923591129753712) | > loss_disc_real_2: 0.23990251123905182 (0.2108758236043644) | > loss_disc_real_3: 0.24501514434814453 (0.22802470798475027) | > loss_disc_real_4: 0.23832224309444427 (0.22656551759390936) | > loss_disc_real_5: 0.22703790664672852 (0.21911107955405312) | > loss_0: 2.537238597869873 (2.3325397063345807) | > grad_norm_0: tensor(60.2078, device='cuda:0') (tensor(21.9185, device='cuda:0')) | > loss_gen: 2.4110591411590576 (2.5251739695124376) | > loss_kl: 2.043039560317993 (1.9298434975373484) | > loss_feat: 7.486310958862305 (7.200543894384899) | > loss_mel: 16.864107131958008 (17.95542173316009) | > loss_duration: 2.1428871154785156 (2.065994804793032) | > loss_1: 30.947402954101562 (31.676977770171895) | > grad_norm_1: tensor(654.0983, device='cuda:0') (tensor(235.4550, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.4398 (0.39374439385685595) | > loader_time: 0.0062 (0.06662501818942326)  --> TIME: 2024-06-11 09:34:43 -- STEP: 299/330 -- GLOBAL_STEP: 226900 | > loss_disc: 2.4031994342803955 (2.3374951898453635) | > loss_disc_real_0: 0.16302445530891418 (0.11739923883491137) | > loss_disc_real_1: 0.19200123846530914 (0.19947404003262917) | > loss_disc_real_2: 0.21307222545146942 (0.211072309011201) | > loss_disc_real_3: 0.23466774821281433 (0.2278403401075797) | > loss_disc_real_4: 0.2601032555103302 (0.22582173686362428) | > loss_disc_real_5: 0.22818318009376526 (0.2189020039544855) | > loss_0: 2.4031994342803955 (2.3374951898453635) | > grad_norm_0: tensor(57.2897, device='cuda:0') (tensor(25.3425, device='cuda:0')) | > loss_gen: 2.453019857406616 (2.5236658372209213) | > loss_kl: 1.9454948902130127 (1.9324631376011316) | > loss_feat: 7.255119800567627 (7.214778075648789) | > loss_mel: 18.462539672851562 (17.91318526634803) | > loss_duration: 2.2405145168304443 (2.0759600468702555) | > loss_1: 32.356689453125 (31.660052238898135) | > grad_norm_1: tensor(388.0876, device='cuda:0') (tensor(248.4131, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.4688 (0.3996733518747182) | > loader_time: 0.0072 (0.061615369790373846)  --> TIME: 2024-06-11 09:34:57 -- STEP: 324/330 -- GLOBAL_STEP: 226925 | > loss_disc: 2.4348645210266113 (2.3416655976095337) | > loss_disc_real_0: 0.18277516961097717 (0.11811115791630229) | > loss_disc_real_1: 0.20649497210979462 (0.20004352793833352) | > loss_disc_real_2: 0.23583924770355225 (0.21125752129304556) | > loss_disc_real_3: 0.20669770240783691 (0.22776726187195306) | > loss_disc_real_4: 0.24273017048835754 (0.22713662518395317) | > loss_disc_real_5: 0.2557932436466217 (0.21965789132648045) | > loss_0: 2.4348645210266113 (2.3416655976095337) | > grad_norm_0: tensor(20.6362, device='cuda:0') (tensor(26.3033, device='cuda:0')) | > loss_gen: 2.2594194412231445 (2.5241386868335574) | > loss_kl: 2.0869836807250977 (1.9381504320068124) | > loss_feat: 8.426033020019531 (7.258796818462419) | > loss_mel: 17.648998260498047 (17.867467194427686) | > loss_duration: 2.272122859954834 (2.0897462044233186) | > loss_1: 32.69355392456055 (31.678299203331086) | > grad_norm_1: tensor(328.4270, device='cuda:0') (tensor(263.3772, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.5975 (0.41170193383723114) | > loader_time: 0.0094 (0.05749220833366301)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3516974449157715 (2.3516974449157715) | > loss_disc_real_0: 0.04706508293747902 (0.04706508293747902) | > loss_disc_real_1: 0.1989758312702179 (0.1989758312702179) | > loss_disc_real_2: 0.1828404664993286 (0.1828404664993286) | > loss_disc_real_3: 0.2721889913082123 (0.2721889913082123) | > loss_disc_real_4: 0.207111656665802 (0.207111656665802) | > loss_disc_real_5: 0.20031647384166718 (0.20031647384166718) | > loss_0: 2.3516974449157715 (2.3516974449157715) | > loss_gen: 2.0152950286865234 (2.0152950286865234) | > loss_kl: 2.547738552093506 (2.547738552093506) | > loss_feat: 5.413811206817627 (5.413811206817627) | > loss_mel: 16.29142951965332 (16.29142951965332) | > loss_duration: 2.9080543518066406 (2.9080543518066406) | > loss_1: 29.176328659057617 (29.176328659057617)  --> STEP: 1 | > loss_disc: 2.4092624187469482 (2.4092624187469482) | > loss_disc_real_0: 0.1468314230442047 (0.1468314230442047) | > loss_disc_real_1: 0.2101074755191803 (0.2101074755191803) | > loss_disc_real_2: 0.20969092845916748 (0.20969092845916748) | > loss_disc_real_3: 0.2881195545196533 (0.2881195545196533) | > loss_disc_real_4: 0.24543172121047974 (0.24543172121047974) | > loss_disc_real_5: 0.18782265484333038 (0.18782265484333038) | > loss_0: 2.4092624187469482 (2.4092624187469482) | > loss_gen: 2.1946988105773926 (2.1946988105773926) | > loss_kl: 1.9811710119247437 (1.9811710119247437) | > loss_feat: 5.9036359786987305 (5.9036359786987305) | > loss_mel: 17.605676651000977 (17.605676651000977) | > loss_duration: 2.355984926223755 (2.355984926223755) | > loss_1: 30.041168212890625 (30.041168212890625)  --> STEP: 2 | > loss_disc: 2.290466547012329 (2.3498644828796387) | > loss_disc_real_0: 0.08288434892892838 (0.11485788598656654) | > loss_disc_real_1: 0.20231971144676208 (0.2062135934829712) | > loss_disc_real_2: 0.19909268617630005 (0.20439180731773376) | > loss_disc_real_3: 0.2618524432182312 (0.27498599886894226) | > loss_disc_real_4: 0.2246299833059311 (0.2350308522582054) | > loss_disc_real_5: 0.23456934094429016 (0.21119599789381027) | > loss_0: 2.290466547012329 (2.3498644828796387) | > loss_gen: 2.280945301055908 (2.2378220558166504) | > loss_kl: 2.6025075912475586 (2.291839301586151) | > loss_feat: 5.641291618347168 (5.772463798522949) | > loss_mel: 19.838539123535156 (18.722107887268066) | > loss_duration: 2.4234530925750732 (2.389719009399414) | > loss_1: 32.78673553466797 (31.413951873779297)  --> STEP: 3 | > loss_disc: 2.198556661605835 (2.2994285424550376) | > loss_disc_real_0: 0.0778905376791954 (0.10253543655077617) | > loss_disc_real_1: 0.17545562982559204 (0.19596093893051147) | > loss_disc_real_2: 0.18738941848278046 (0.19872434437274933) | > loss_disc_real_3: 0.2827449440956116 (0.2775723139444987) | > loss_disc_real_4: 0.2602115273475647 (0.24342441062132517) | > loss_disc_real_5: 0.27240994572639465 (0.2316006471713384) | > loss_0: 2.198556661605835 (2.2994285424550376) | > loss_gen: 2.500204086303711 (2.3252827326456704) | > loss_kl: 3.5117392539978027 (2.6984726190567017) | > loss_feat: 7.616499423980713 (6.387142340342204) | > loss_mel: 18.028148651123047 (18.490788141886394) | > loss_duration: 2.331681251525879 (2.370373090108236) | > loss_1: 33.98827362060547 (32.27205912272135)  --> STEP: 4 | > loss_disc: 2.3758480548858643 (2.318533420562744) | > loss_disc_real_0: 0.06928570568561554 (0.09422300383448601) | > loss_disc_real_1: 0.21203815937042236 (0.1999802440404892) | > loss_disc_real_2: 0.230728417634964 (0.206725362688303) | > loss_disc_real_3: 0.3470793664455414 (0.29494907706975937) | > loss_disc_real_4: 0.2322465479373932 (0.24062994495034218) | > loss_disc_real_5: 0.22303837537765503 (0.22946007922291756) | > loss_0: 2.3758480548858643 (2.318533420562744) | > loss_gen: 2.420595645904541 (2.349110960960388) | > loss_kl: 2.7462143898010254 (2.7104080617427826) | > loss_feat: 7.391671657562256 (6.638274669647217) | > loss_mel: 18.26815414428711 (18.435129642486572) | > loss_duration: 2.2955641746520996 (2.3516708612442017) | > loss_1: 33.12220001220703 (32.48459434509277)  --> STEP: 5 | > loss_disc: 2.4833984375 (2.3515064239501955) | > loss_disc_real_0: 0.21143272519111633 (0.11766494810581207) | > loss_disc_real_1: 0.23716074228286743 (0.20741634368896483) | > loss_disc_real_2: 0.2733839452266693 (0.22005707919597625) | > loss_disc_real_3: 0.30549412965774536 (0.2970580875873566) | > loss_disc_real_4: 0.22364310920238495 (0.23723257780075074) | > loss_disc_real_5: 0.22700215876102448 (0.22896849513053893) | > loss_0: 2.4833984375 (2.3515064239501955) | > loss_gen: 2.454369068145752 (2.370162582397461) | > loss_kl: 2.09531569480896 (2.587389588356018) | > loss_feat: 4.906178951263428 (6.291855525970459) | > loss_mel: 18.64056968688965 (18.476217651367186) | > loss_duration: 2.3530197143554688 (2.351940631866455) | > loss_1: 30.449451446533203 (32.07756576538086)  --> STEP: 6 | > loss_disc: 2.405552864074707 (2.3605141639709473) | > loss_disc_real_0: 0.07497672736644745 (0.1105502446492513) | > loss_disc_real_1: 0.18668141961097717 (0.20396052300930023) | > loss_disc_real_2: 0.30370593070983887 (0.23399855444828668) | > loss_disc_real_3: 0.279619961977005 (0.29415173331896466) | > loss_disc_real_4: 0.24730181694030762 (0.23891078432401022) | > loss_disc_real_5: 0.24424459040164948 (0.23151451100905737) | > loss_0: 2.405552864074707 (2.3605141639709473) | > loss_gen: 2.3674516677856445 (2.3697107632954917) | > loss_kl: 2.7276296615600586 (2.6107629338900247) | > loss_feat: 5.808465957641602 (6.211290597915649) | > loss_mel: 18.95282745361328 (18.555652618408203) | > loss_duration: 2.211411476135254 (2.328519105911255) | > loss_1: 32.06778335571289 (32.07593536376953)  --> STEP: 7 | > loss_disc: 2.15710711479187 (2.331456014088222) | > loss_disc_real_0: 0.07175048440694809 (0.1050074217574937) | > loss_disc_real_1: 0.19379743933677673 (0.20250865391322545) | > loss_disc_real_2: 0.1822887510061264 (0.22661143967083522) | > loss_disc_real_3: 0.252421498298645 (0.28819027117320467) | > loss_disc_real_4: 0.1960955411195755 (0.23279432100909098) | > loss_disc_real_5: 0.18219947814941406 (0.2244695063148226) | > loss_0: 2.15710711479187 (2.331456014088222) | > loss_gen: 2.7533814907073975 (2.424520867211478) | > loss_kl: 3.2712178230285645 (2.7051136323383878) | > loss_feat: 7.583649158477783 (6.407341820853097) | > loss_mel: 18.30026626586914 (18.519168853759766) | > loss_duration: 2.5768630504608154 (2.3639968122754778) | > loss_1: 34.48537826538086 (32.42014149257115)  --> STEP: 8 | > loss_disc: 2.431652784347534 (2.343980610370636) | > loss_disc_real_0: 0.05078784376382828 (0.09822997450828552) | > loss_disc_real_1: 0.1262420415878296 (0.19297532737255096) | > loss_disc_real_2: 0.21915726363658905 (0.22567966766655445) | > loss_disc_real_3: 0.2877565324306488 (0.2881360538303852) | > loss_disc_real_4: 0.3084288239479065 (0.2422486338764429) | > loss_disc_real_5: 0.37224531173706055 (0.24294148199260235) | > loss_0: 2.431652784347534 (2.343980610370636) | > loss_gen: 2.31462025642395 (2.410783290863037) | > loss_kl: 2.9901299476623535 (2.7407406717538834) | > loss_feat: 9.73343276977539 (6.823103189468384) | > loss_mel: 21.264516830444336 (18.862337350845337) | > loss_duration: 2.155724048614502 (2.337962716817856) | > loss_1: 38.45842361450195 (33.1749267578125)  --> STEP: 9 | > loss_disc: 2.2925126552581787 (2.338261948691474) | > loss_disc_real_0: 0.16901513934135437 (0.10609499282307094) | > loss_disc_real_1: 0.2037683129310608 (0.19417454799016318) | > loss_disc_real_2: 0.23727425932884216 (0.22696795562903085) | > loss_disc_real_3: 0.24408167600631714 (0.2832411229610443) | > loss_disc_real_4: 0.20487909018993378 (0.23809646235571968) | > loss_disc_real_5: 0.13644064962863922 (0.23110805617438424) | > loss_0: 2.2925126552581787 (2.338261948691474) | > loss_gen: 2.4047272205352783 (2.4101103941599527) | > loss_kl: 2.3683996200561523 (2.699369443787469) | > loss_feat: 10.231776237487793 (7.201844639248318) | > loss_mel: 19.04062843322754 (18.882147471110027) | > loss_duration: 2.1465415954589844 (2.3166937033335366) | > loss_1: 36.192073822021484 (33.51016532050239)  --> STEP: 10 | > loss_disc: 2.4658751487731934 (2.351023268699646) | > loss_disc_real_0: 0.1538492739200592 (0.11087042093276978) | > loss_disc_real_1: 0.22474385797977448 (0.1972314789891243) | > loss_disc_real_2: 0.27215033769607544 (0.23148619383573532) | > loss_disc_real_3: 0.3153417110443115 (0.286451181769371) | > loss_disc_real_4: 0.19081607460975647 (0.23336842358112336) | > loss_disc_real_5: 0.2578914761543274 (0.23378639817237853) | > loss_0: 2.4658751487731934 (2.351023268699646) | > loss_gen: 2.4922823905944824 (2.4183275938034057) | > loss_kl: 2.4922738075256348 (2.6786598801612853) | > loss_feat: 5.764987945556641 (7.05815896987915) | > loss_mel: 16.48177146911621 (18.642109870910645) | > loss_duration: 2.31884503364563 (2.316908836364746) | > loss_1: 29.550161361694336 (33.11416492462158)  --> STEP: 11 | > loss_disc: 2.3296782970428467 (2.349082816730846) | > loss_disc_real_0: 0.08936131000518799 (0.10891504721208052) | > loss_disc_real_1: 0.20702198147773743 (0.19812152466990732) | > loss_disc_real_2: 0.23896993696689606 (0.2321665341203863) | > loss_disc_real_3: 0.26653704047203064 (0.2846408052877946) | > loss_disc_real_4: 0.22767508029937744 (0.23285084691914645) | > loss_disc_real_5: 0.21147200465202332 (0.23175781694325534) | > loss_0: 2.3296782970428467 (2.349082816730846) | > loss_gen: 2.3566534519195557 (2.4127208536321465) | > loss_kl: 3.055178165435791 (2.7128888151862403) | > loss_feat: 6.960756778717041 (7.04930422522805) | > loss_mel: 16.88103675842285 (18.482012315229937) | > loss_duration: 2.4526352882385254 (2.3292476047169077) | > loss_1: 31.706260681152344 (32.98617362976074)  --> STEP: 12 | > loss_disc: 2.562093496322632 (2.3668337066968284) | > loss_disc_real_0: 0.12776775658130646 (0.11048610632618268) | > loss_disc_real_1: 0.2568693459033966 (0.20301717643936476) | > loss_disc_real_2: 0.22030864655971527 (0.2311783768236637) | > loss_disc_real_3: 0.3630075454711914 (0.2911713669697444) | > loss_disc_real_4: 0.272140234708786 (0.23612496256828308) | > loss_disc_real_5: 0.26523706316947937 (0.23454775412877402) | > loss_0: 2.562093496322632 (2.3668337066968284) | > loss_gen: 2.389036178588867 (2.4107471307118735) | > loss_kl: 2.786986827850342 (2.7190636495749154) | > loss_feat: 6.151389122009277 (6.974477966626485) | > loss_mel: 18.1899471282959 (18.4576735496521) | > loss_duration: 2.255249500274658 (2.323081096013387) | > loss_1: 31.772607803344727 (32.885043144226074)  --> STEP: 13 | > loss_disc: 2.2286417484283447 (2.356203556060791) | > loss_disc_real_0: 0.059418994933366776 (0.10655786698827377) | > loss_disc_real_1: 0.2045598179101944 (0.2031358411678901) | > loss_disc_real_2: 0.24387551844120026 (0.23215508002501267) | > loss_disc_real_3: 0.2422945201396942 (0.287411609521279) | > loss_disc_real_4: 0.2738136649131775 (0.23902409351789033) | > loss_disc_real_5: 0.20653831958770752 (0.23239318224099967) | > loss_0: 2.2286417484283447 (2.356203556060791) | > loss_gen: 2.499591588973999 (2.41758131980896) | > loss_kl: 2.3138463497161865 (2.687893088047321) | > loss_feat: 6.161436080932617 (6.911936283111572) | > loss_mel: 17.44795799255371 (18.38000312218299) | > loss_duration: 2.2093429565429688 (2.3143320083618164) | > loss_1: 30.63217544555664 (32.71174562894381)  --> STEP: 14 | > loss_disc: 2.356949806213379 (2.3562568596431186) | > loss_disc_real_0: 0.12188666313886642 (0.10765278099903039) | > loss_disc_real_1: 0.2301115244626999 (0.20506267568894795) | > loss_disc_real_2: 0.28199678659439087 (0.2357152019228254) | > loss_disc_real_3: 0.2695632874965668 (0.2861367293766567) | > loss_disc_real_4: 0.22791123390197754 (0.23823031783103943) | > loss_disc_real_5: 0.21148379147052765 (0.2308996543288231) | > loss_0: 2.356949806213379 (2.3562568596431186) | > loss_gen: 2.441058874130249 (2.4192582879747664) | > loss_kl: 3.6414191722869873 (2.75600209406444) | > loss_feat: 6.719852924346924 (6.898216043199811) | > loss_mel: 18.954992294311523 (18.42107377733503) | > loss_duration: 2.3938815593719482 (2.3200141191482544) | > loss_1: 34.151206970214844 (32.81456429617746)  --> STEP: 15 | > loss_disc: 2.189365863800049 (2.3451307932535808) | > loss_disc_real_0: 0.09429269284009933 (0.10676210845510165) | > loss_disc_real_1: 0.20024918019771576 (0.20474177598953247) | > loss_disc_real_2: 0.23236533999443054 (0.23549187779426575) | > loss_disc_real_3: 0.2103126049041748 (0.28108178774515785) | > loss_disc_real_4: 0.1759936511516571 (0.23408120671908061) | > loss_disc_real_5: 0.1527566909790039 (0.22569012343883516) | > loss_0: 2.189365863800049 (2.3451307932535808) | > loss_gen: 2.2785885334014893 (2.4098803043365478) | > loss_kl: 3.5142710208892822 (2.806553355852763) | > loss_feat: 7.7514238357543945 (6.95509656270345) | > loss_mel: 19.038955688476562 (18.462265904744466) | > loss_duration: 2.307939291000366 (2.3192091306050617) | > loss_1: 34.89117431640625 (32.953004964192715)  --> STEP: 16 | > loss_disc: 2.571565628051758 (2.359282970428467) | > loss_disc_real_0: 0.12180624157190323 (0.10770236677490175) | > loss_disc_real_1: 0.1859014928340912 (0.2035642582923174) | > loss_disc_real_2: 0.23205925524234772 (0.23527733888477087) | > loss_disc_real_3: 0.32724788784980774 (0.2839671690016985) | > loss_disc_real_4: 0.28414443135261536 (0.23721015825867653) | > loss_disc_real_5: 0.30344292521476746 (0.2305496735498309) | > loss_0: 2.571565628051758 (2.359282970428467) | > loss_gen: 2.33354115486145 (2.4051091074943542) | > loss_kl: 2.6649210453033447 (2.7977013364434242) | > loss_feat: 6.046067237854004 (6.89828222990036) | > loss_mel: 17.767122268676758 (18.418819427490234) | > loss_duration: 2.382195472717285 (2.323145776987076) | > loss_1: 31.19384765625 (32.843057632446296)  --> STEP: 17 | > loss_disc: 2.3323349952697754 (2.357697795419132) | > loss_disc_real_0: 0.11052311211824417 (0.10786829297156895) | > loss_disc_real_1: 0.18702489137649536 (0.20259135435609257) | > loss_disc_real_2: 0.256475031375885 (0.23652426197248347) | > loss_disc_real_3: 0.31211990118026733 (0.2856232120710261) | > loss_disc_real_4: 0.25032007694244385 (0.23798132994595697) | > loss_disc_real_5: 0.2473459392786026 (0.23153768918093512) | > loss_0: 2.3323349952697754 (2.357697795419132) | > loss_gen: 2.454996347427368 (2.4080436510198258) | > loss_kl: 2.2338857650756836 (2.764535714598263) | > loss_feat: 6.33815860748291 (6.865333781522863) | > loss_mel: 19.34478187561035 (18.47328780679142) | > loss_duration: 2.364689350128174 (2.325589516583611) | > loss_1: 32.73651123046875 (32.83679019703585)  --> STEP: 18 | > loss_disc: 2.1683590412139893 (2.3471789757410684) | > loss_disc_real_0: 0.08869295567274094 (0.1068029964549674) | > loss_disc_real_1: 0.16418124735355377 (0.20045745952261818) | > loss_disc_real_2: 0.18642127513885498 (0.23374076270394856) | > loss_disc_real_3: 0.210153728723526 (0.281430462996165) | > loss_disc_real_4: 0.16292831301689148 (0.2338117178943422) | > loss_disc_real_5: 0.11492955684661865 (0.22505945960680643) | > loss_0: 2.1683590412139893 (2.3471789757410684) | > loss_gen: 2.2949721813201904 (2.4017619027031794) | > loss_kl: 2.1219396591186523 (2.7288359337382846) | > loss_feat: 9.190011978149414 (6.9944825702243385) | > loss_mel: 17.747417449951172 (18.43296167585585) | > loss_duration: 2.2819766998291016 (2.3231665823194714) | > loss_1: 33.636314392089844 (32.881208207872184)  --> STEP: 19 | > loss_disc: 2.456531047821045 (2.352934347955804) | > loss_disc_real_0: 0.14084401726722717 (0.10859462912929685) | > loss_disc_real_1: 0.24109357595443726 (0.20259620249271393) | > loss_disc_real_2: 0.2849305272102356 (0.23643496083585838) | > loss_disc_real_3: 0.27616608142852783 (0.2811533902820788) | > loss_disc_real_4: 0.23233243823051453 (0.23373386106993022) | > loss_disc_real_5: 0.24485395848751068 (0.22610127533736982) | > loss_0: 2.456531047821045 (2.352934347955804) | > loss_gen: 2.41288161277771 (2.402347150601839) | > loss_kl: 2.2112839221954346 (2.7015963541833976) | > loss_feat: 5.62626314163208 (6.922471021351061) | > loss_mel: 15.975648880004883 (18.30362942344264) | > loss_duration: 2.3000714778900146 (2.321951050507395) | > loss_1: 28.52614974975586 (32.65199460481343)  --> STEP: 20 | > loss_disc: 2.3966448307037354 (2.3551198720932005) | > loss_disc_real_0: 0.10080718994140625 (0.10820525716990233) | > loss_disc_real_1: 0.1635221242904663 (0.20064249858260155) | > loss_disc_real_2: 0.26823869347572327 (0.23802514746785164) | > loss_disc_real_3: 0.2857022285461426 (0.281380832195282) | > loss_disc_real_4: 0.23397579789161682 (0.23374595791101455) | > loss_disc_real_5: 0.23789991438388824 (0.22669120728969575) | > loss_0: 2.3966448307037354 (2.3551198720932005) | > loss_gen: 2.3608479499816895 (2.4002721905708313) | > loss_kl: 2.243434190750122 (2.678688246011734) | > loss_feat: 6.1201491355896 (6.8823549270629885) | > loss_mel: 18.162277221679688 (18.296561813354494) | > loss_duration: 2.3340864181518555 (2.322557818889618) | > loss_1: 31.220794677734375 (32.58043460845948)  --> STEP: 21 | > loss_disc: 2.5820071697235107 (2.3659240291232155) | > loss_disc_real_0: 0.10939686000347137 (0.10826200016197704) | > loss_disc_real_1: 0.22044706344604492 (0.20158557309990838) | > loss_disc_real_2: 0.18244940042495728 (0.23537868332295192) | > loss_disc_real_3: 0.3052148222923279 (0.2825157841046651) | > loss_disc_real_4: 0.2401641458272934 (0.23405158590702785) | > loss_disc_real_5: 0.2551676034927368 (0.22804722615650722) | > loss_0: 2.5820071697235107 (2.3659240291232155) | > loss_gen: 2.117399215698242 (2.3868020489102317) | > loss_kl: 2.0369465351104736 (2.648129116921198) | > loss_feat: 5.701666355133057 (6.826131661732991) | > loss_mel: 16.563919067382812 (18.21405501592727) | > loss_duration: 2.1616854667663574 (2.3148972306932722) | > loss_1: 28.58161735534668 (32.390014739263634)  --> STEP: 22 | > loss_disc: 2.4067771434783936 (2.367780988866633) | > loss_disc_real_0: 0.09836501628160477 (0.10781213725832375) | > loss_disc_real_1: 0.18553362786769867 (0.200855939225717) | > loss_disc_real_2: 0.29180270433425903 (0.2379434115507386) | > loss_disc_real_3: 0.3342896103858948 (0.284869139844721) | > loss_disc_real_4: 0.27552807331085205 (0.23593688078901984) | > loss_disc_real_5: 0.29200229048728943 (0.23095427453517914) | > loss_0: 2.4067771434783936 (2.367780988866633) | > loss_gen: 2.6872520446777344 (2.4004588668996636) | > loss_kl: 2.308905601501465 (2.632709866220301) | > loss_feat: 7.18397331237793 (6.842397191307762) | > loss_mel: 19.23493194580078 (18.260458512739703) | > loss_duration: 2.2072556018829346 (2.3100044293837114) | > loss_1: 33.622318267822266 (32.4460285360163)  --> STEP: 23 | > loss_disc: 2.480849027633667 (2.3726969905521558) | > loss_disc_real_0: 0.17249877750873566 (0.11062459987790688) | > loss_disc_real_1: 0.20028431713581085 (0.2008310860913733) | > loss_disc_real_2: 0.22309844195842743 (0.23729797809020334) | > loss_disc_real_3: 0.21905869245529175 (0.2820078160451806) | > loss_disc_real_4: 0.20202350616455078 (0.23446238624012988) | > loss_disc_real_5: 0.19215093553066254 (0.2292671728393306) | > loss_0: 2.480849027633667 (2.3726969905521558) | > loss_gen: 2.098353624343872 (2.3873238563537598) | > loss_kl: 2.231445074081421 (2.6152635709099146) | > loss_feat: 7.995699882507324 (6.892540786577308) | > loss_mel: 15.310187339782715 (18.132185853045918) | > loss_duration: 2.280846118927002 (2.3087366767551587) | > loss_1: 29.916532516479492 (32.33605044821035)  --> STEP: 24 | > loss_disc: 2.4016942977905273 (2.373905211687088) | > loss_disc_real_0: 0.0787990540266037 (0.10929853546743591) | > loss_disc_real_1: 0.24531301856040955 (0.20268449994424978) | > loss_disc_real_2: 0.28571388125419617 (0.23931530738870302) | > loss_disc_real_3: 0.23802638053894043 (0.2801752562324206) | > loss_disc_real_4: 0.16869191825389862 (0.23172195007403693) | > loss_disc_real_5: 0.16752147674560547 (0.22669443550209203) | > loss_0: 2.4016942977905273 (2.373905211687088) | > loss_gen: 2.3187143802642822 (2.384465128183365) | > loss_kl: 2.3994908332824707 (2.6062730401754375) | > loss_feat: 6.287714958190918 (6.867339710394542) | > loss_mel: 19.21868133544922 (18.177456498146054) | > loss_duration: 2.4354515075683594 (2.3140164613723755) | > loss_1: 32.66005325317383 (32.34955056508383)  --> STEP: 25 | > loss_disc: 2.5210604667663574 (2.3797914218902587) | > loss_disc_real_0: 0.1909419596195221 (0.11256427243351937) | > loss_disc_real_1: 0.20018309354782104 (0.20258444368839265) | > loss_disc_real_2: 0.25542160868644714 (0.23995955944061279) | > loss_disc_real_3: 0.2566080093383789 (0.27923256635665894) | > loss_disc_real_4: 0.22557806968688965 (0.23147619485855103) | > loss_disc_real_5: 0.2898476719856262 (0.22922056496143342) | > loss_0: 2.5210604667663574 (2.3797914218902587) | > loss_gen: 2.3186001777648926 (2.381830530166626) | > loss_kl: 2.5458004474639893 (2.6038541364669796) | > loss_feat: 5.870524883270264 (6.8274671173095705) | > loss_mel: 15.80044937133789 (18.082376213073726) | > loss_duration: 2.3463985919952393 (2.31531174659729) | > loss_1: 28.881772994995117 (32.21083946228028)  --> STEP: 26 | > loss_disc: 2.556312322616577 (2.3865806873028097) | > loss_disc_real_0: 0.08830207586288452 (0.11163111102695648) | > loss_disc_real_1: 0.22961731255054474 (0.20362416941386002) | > loss_disc_real_2: 0.1951175034046173 (0.2382348649776899) | > loss_disc_real_3: 0.24611802399158478 (0.2779589301118484) | > loss_disc_real_4: 0.23728473484516144 (0.23169960024265143) | > loss_disc_real_5: 0.22959886491298676 (0.22923511495957008) | > loss_0: 2.556312322616577 (2.3865806873028097) | > loss_gen: 1.9236584901809692 (2.364208528628716) | > loss_kl: 2.1584389209747314 (2.58672278202497) | > loss_feat: 6.862207889556885 (6.828803300857544) | > loss_mel: 15.099895477294922 (17.96766541554377) | > loss_duration: 2.285919189453125 (2.3141812636302066) | > loss_1: 28.330120086669922 (32.061581024756805) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025121340384850134 (+0.0001318913239699137) | > avg_loss_disc: 2.3865806873028097 (-0.06770763030418925) | > avg_loss_disc_real_0: 0.11163111102695648 (-0.04267158430929367) | > avg_loss_disc_real_1: 0.20362416941386002 (-0.08300880285409779) | > avg_loss_disc_real_2: 0.2382348649776899 (+0.017624060694987953) | > avg_loss_disc_real_3: 0.2779589301118484 (+0.03763776215223169) | > avg_loss_disc_real_4: 0.23169960024265143 (+0.023661095935564785) | > avg_loss_disc_real_5: 0.22923511495957008 (+0.018263014176717163) | > avg_loss_0: 2.3865806873028097 (-0.06770763030418925) | > avg_loss_gen: 2.364208528628716 (-0.0925089625211859) | > avg_loss_kl: 2.58672278202497 (-0.06662986370233437) | > avg_loss_feat: 6.828803300857544 (+0.09034798695490931) | > avg_loss_mel: 17.96766541554377 (-0.014654966501094435) | > avg_loss_duration: 2.3141812636302066 (+0.0032505438877974413) | > avg_loss_1: 32.061581024756805 (-0.08019564701960036)  > EPOCH: 421/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:35:20)   --> TIME: 2024-06-11 09:35:28 -- STEP: 19/330 -- GLOBAL_STEP: 226950 | > loss_disc: 2.4704575538635254 (2.3137200129659554) | > loss_disc_real_0: 0.12198936939239502 (0.10346220747420662) | > loss_disc_real_1: 0.19463253021240234 (0.1930341838221801) | > loss_disc_real_2: 0.2058802992105484 (0.20760830923130638) | > loss_disc_real_3: 0.23431700468063354 (0.22693398908564918) | > loss_disc_real_4: 0.2373964786529541 (0.23266576544234627) | > loss_disc_real_5: 0.22536130249500275 (0.22626869772609912) | > loss_0: 2.4704575538635254 (2.3137200129659554) | > grad_norm_0: tensor(5.1026, device='cuda:0') (tensor(7.2723, device='cuda:0')) | > loss_gen: 2.3067426681518555 (2.511344445379157) | > loss_kl: 1.8252300024032593 (1.8817448490544368) | > loss_feat: 6.430193901062012 (7.038583328849391) | > loss_mel: 17.41203498840332 (18.188696007979544) | > loss_duration: 2.0072579383850098 (2.1079138517379765) | > loss_1: 29.98145866394043 (31.728282627306488) | > grad_norm_1: tensor(67.2871, device='cuda:0') (tensor(84.0259, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3573 (0.35792186385706853) | > loader_time: 0.0037 (0.003282609738801655)  --> TIME: 2024-06-11 09:35:37 -- STEP: 44/330 -- GLOBAL_STEP: 226975 | > loss_disc: 2.3624722957611084 (2.3166981231082557) | > loss_disc_real_0: 0.11564497649669647 (0.10648043623024767) | > loss_disc_real_1: 0.18075160682201385 (0.1939166191626679) | > loss_disc_real_2: 0.24488532543182373 (0.2117213410410014) | > loss_disc_real_3: 0.2430046945810318 (0.22526767138730397) | > loss_disc_real_4: 0.24189913272857666 (0.22843147340145978) | > loss_disc_real_5: 0.22962027788162231 (0.22065070271492004) | > loss_0: 2.3624722957611084 (2.3166981231082557) | > grad_norm_0: tensor(20.3569, device='cuda:0') (tensor(9.2593, device='cuda:0')) | > loss_gen: 2.6357717514038086 (2.5230352336710147) | > loss_kl: 2.012225866317749 (1.9033182615583593) | > loss_feat: 7.485179424285889 (7.163712046363137) | > loss_mel: 18.736183166503906 (18.260054631666698) | > loss_duration: 1.9707471132278442 (2.053354702212595) | > loss_1: 32.840110778808594 (31.903474937785756) | > grad_norm_1: tensor(186.3212, device='cuda:0') (tensor(112.8920, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3944 (0.3626102209091187) | > loader_time: 0.0038 (0.003451450304551558)  --> TIME: 2024-06-11 09:35:47 -- STEP: 69/330 -- GLOBAL_STEP: 227000 | > loss_disc: 2.366434335708618 (2.3364110407621954) | > loss_disc_real_0: 0.10589142143726349 (0.11073279575161311) | > loss_disc_real_1: 0.19202928245067596 (0.19649984935919443) | > loss_disc_real_2: 0.22543787956237793 (0.21324836667897046) | > loss_disc_real_3: 0.2458486706018448 (0.2276374157788097) | > loss_disc_real_4: 0.2590659260749817 (0.2295062926368437) | > loss_disc_real_5: 0.2527044713497162 (0.2228895214156828) | > loss_0: 2.366434335708618 (2.3364110407621954) | > grad_norm_0: tensor(11.2515, device='cuda:0') (tensor(9.5302, device='cuda:0')) | > loss_gen: 2.4867184162139893 (2.5022699107294497) | > loss_kl: 1.6611316204071045 (1.895247020583222) | > loss_feat: 7.041006088256836 (7.127035396686499) | > loss_mel: 17.176761627197266 (18.171031951904297) | > loss_duration: 1.9702517986297607 (2.035081749377044) | > loss_1: 30.33586883544922 (31.730665980905727) | > grad_norm_1: tensor(67.3832, device='cuda:0') (tensor(109.6394, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3713 (0.36519010516180506) | > loader_time: 0.0041 (0.003548048544621122) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_227000.pth  --> TIME: 2024-06-11 09:36:02 -- STEP: 94/330 -- GLOBAL_STEP: 227025 | > loss_disc: 2.390558958053589 (2.329447246612387) | > loss_disc_real_0: 0.14664217829704285 (0.11046109190012546) | > loss_disc_real_1: 0.21041466295719147 (0.1960412825041629) | > loss_disc_real_2: 0.2262284904718399 (0.21156227763028854) | > loss_disc_real_3: 0.23318518698215485 (0.22757941119848413) | > loss_disc_real_4: 0.23133732378482819 (0.22922913428950817) | > loss_disc_real_5: 0.21627292037010193 (0.22022547794783373) | > loss_0: 2.390558958053589 (2.329447246612387) | > grad_norm_0: tensor(5.2545, device='cuda:0') (tensor(9.8393, device='cuda:0')) | > loss_gen: 2.524937868118286 (2.507772131169095) | > loss_kl: 1.8641533851623535 (1.9085886275514643) | > loss_feat: 7.571578025817871 (7.1425301927201295) | > loss_mel: 17.710447311401367 (18.07269155218246) | > loss_duration: 2.0506012439727783 (2.029474137945379) | > loss_1: 31.72171974182129 (31.661056701173173) | > grad_norm_1: tensor(100.1252, device='cuda:0') (tensor(115.4381, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3624 (0.36921502174215104) | > loader_time: 0.0035 (0.003645285646966163)  --> TIME: 2024-06-11 09:36:11 -- STEP: 119/330 -- GLOBAL_STEP: 227050 | > loss_disc: 2.284540891647339 (2.32953727946562) | > loss_disc_real_0: 0.13830801844596863 (0.11136834260796298) | > loss_disc_real_1: 0.19585740566253662 (0.19560406450964823) | > loss_disc_real_2: 0.2121771275997162 (0.21167899092205433) | > loss_disc_real_3: 0.22370441257953644 (0.2278643999280048) | > loss_disc_real_4: 0.2012329250574112 (0.22804739031972004) | > loss_disc_real_5: 0.2180623561143875 (0.21951932566506524) | > loss_0: 2.284540891647339 (2.32953727946562) | > grad_norm_0: tensor(13.5393, device='cuda:0') (tensor(10.1448, device='cuda:0')) | > loss_gen: 2.459756374359131 (2.50041379848448) | > loss_kl: 1.964735746383667 (1.9158204062646176) | > loss_feat: 7.052329063415527 (7.144132329636261) | > loss_mel: 18.197568893432617 (18.099028579327236) | > loss_duration: 2.0153932571411133 (2.029016454680627) | > loss_1: 31.68978500366211 (31.688411696618346) | > grad_norm_1: tensor(160.1037, device='cuda:0') (tensor(122.0981, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3699 (0.3702454927588711) | > loader_time: 0.0047 (0.0037198206957648784)  --> TIME: 2024-06-11 09:36:21 -- STEP: 144/330 -- GLOBAL_STEP: 227075 | > loss_disc: 2.3853659629821777 (2.3283465752998995) | > loss_disc_real_0: 0.12917017936706543 (0.11171140200975868) | > loss_disc_real_1: 0.17641408741474152 (0.19581211617009506) | > loss_disc_real_2: 0.2040507048368454 (0.2116110212066107) | > loss_disc_real_3: 0.24800218641757965 (0.22797008324414492) | > loss_disc_real_4: 0.24067677557468414 (0.22806290940692028) | > loss_disc_real_5: 0.22929655015468597 (0.21861990675744084) | > loss_0: 2.3853659629821777 (2.3283465752998995) | > grad_norm_0: tensor(16.0107, device='cuda:0') (tensor(11.9519, device='cuda:0')) | > loss_gen: 2.487766981124878 (2.5025465438763272) | > loss_kl: 1.9759019613265991 (1.9203164064221911) | > loss_feat: 7.257041931152344 (7.164776580201255) | > loss_mel: 18.009611129760742 (18.078180683983692) | > loss_duration: 2.0333478450775146 (2.0324513804581437) | > loss_1: 31.763668060302734 (31.698271711667378) | > grad_norm_1: tensor(329.9998, device='cuda:0') (tensor(144.8927, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3943 (0.37214600708749557) | > loader_time: 0.0039 (0.0038156062364578247)  --> TIME: 2024-06-11 09:36:31 -- STEP: 169/330 -- GLOBAL_STEP: 227100 | > loss_disc: 2.2107667922973633 (2.325070990613227) | > loss_disc_real_0: 0.1066080629825592 (0.1117931804096205) | > loss_disc_real_1: 0.15991228818893433 (0.19593282026299355) | > loss_disc_real_2: 0.1896849125623703 (0.2109969492847397) | > loss_disc_real_3: 0.21718278527259827 (0.2277785492895623) | > loss_disc_real_4: 0.2214219719171524 (0.22745946737436148) | > loss_disc_real_5: 0.19128380715847015 (0.2188920149436364) | > loss_0: 2.2107667922973633 (2.325070990613227) | > grad_norm_0: tensor(34.4087, device='cuda:0') (tensor(14.1834, device='cuda:0')) | > loss_gen: 2.711106777191162 (2.5075926724270223) | > loss_kl: 2.0302648544311523 (1.9254367922890117) | > loss_feat: 8.518198013305664 (7.185515327566474) | > loss_mel: 18.612363815307617 (18.053160582773778) | > loss_duration: 2.094369411468506 (2.036339939698666) | > loss_1: 33.966304779052734 (31.708045406454413) | > grad_norm_1: tensor(265.0827, device='cuda:0') (tensor(164.7279, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3824 (0.3746424384371063) | > loader_time: 0.0043 (0.00392776692407371)  --> TIME: 2024-06-11 09:36:41 -- STEP: 194/330 -- GLOBAL_STEP: 227125 | > loss_disc: 2.3940012454986572 (2.32730942288625) | > loss_disc_real_0: 0.1859535276889801 (0.11318161880079004) | > loss_disc_real_1: 0.17952437698841095 (0.19637197163916123) | > loss_disc_real_2: 0.22128057479858398 (0.2112159248172622) | > loss_disc_real_3: 0.21474774181842804 (0.22756178108687253) | > loss_disc_real_4: 0.22000820934772491 (0.22661840961765997) | > loss_disc_real_5: 0.21368448436260223 (0.2191939252553527) | > loss_0: 2.3940012454986572 (2.32730942288625) | > grad_norm_0: tensor(48.8186, device='cuda:0') (tensor(17.1719, device='cuda:0')) | > loss_gen: 2.5752644538879395 (2.5109460636512524) | > loss_kl: 2.0245306491851807 (1.9265318918473942) | > loss_feat: 7.0581746101379395 (7.190891523951108) | > loss_mel: 17.70294761657715 (18.03734054762063) | > loss_duration: 2.0447840690612793 (2.0422869791689613) | > loss_1: 31.40570068359375 (31.7079970271317) | > grad_norm_1: tensor(405.8611, device='cuda:0') (tensor(187.7648, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3952 (0.3771168300785969) | > loader_time: 0.0051 (0.004032205060585258)  --> TIME: 2024-06-11 09:36:51 -- STEP: 219/330 -- GLOBAL_STEP: 227150 | > loss_disc: 2.387338161468506 (2.3271514531139927) | > loss_disc_real_0: 0.0782686248421669 (0.11372895278546909) | > loss_disc_real_1: 0.2024359554052353 (0.1962336991067346) | > loss_disc_real_2: 0.18811896443367004 (0.21103347844729137) | > loss_disc_real_3: 0.2686232924461365 (0.22752498178721564) | > loss_disc_real_4: 0.24898020923137665 (0.22691997062397873) | > loss_disc_real_5: 0.230521559715271 (0.21946499336800074) | > loss_0: 2.387338161468506 (2.3271514531139927) | > grad_norm_0: tensor(23.7798, device='cuda:0') (tensor(19.5414, device='cuda:0')) | > loss_gen: 2.6492252349853516 (2.5199175969650764) | > loss_kl: 2.09401535987854 (1.9311817748361526) | > loss_feat: 7.951217174530029 (7.215628223332096) | > loss_mel: 18.186458587646484 (18.019925792467657) | > loss_duration: 2.1180992126464844 (2.0489608169146334) | > loss_1: 32.99901580810547 (31.735614280178122) | > grad_norm_1: tensor(505.5741, device='cuda:0') (tensor(210.0872, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.3949 (0.3802143547632923) | > loader_time: 0.005 (0.004158187674605138)  --> TIME: 2024-06-11 09:37:02 -- STEP: 244/330 -- GLOBAL_STEP: 227175 | > loss_disc: 2.289984941482544 (2.329097804476004) | > loss_disc_real_0: 0.11449439078569412 (0.11465447313595013) | > loss_disc_real_1: 0.16354018449783325 (0.19681038023507005) | > loss_disc_real_2: 0.22558890283107758 (0.21135978748808137) | > loss_disc_real_3: 0.23152834177017212 (0.22740077007500853) | > loss_disc_real_4: 0.25643041729927063 (0.22640884441674733) | > loss_disc_real_5: 0.23790642619132996 (0.21933698965633502) | > loss_0: 2.289984941482544 (2.329097804476004) | > grad_norm_0: tensor(31.2971, device='cuda:0') (tensor(21.5057, device='cuda:0')) | > loss_gen: 2.691108465194702 (2.5221141967617107) | > loss_kl: 1.8685932159423828 (1.9349588390256538) | > loss_feat: 7.033252716064453 (7.217552001359032) | > loss_mel: 17.240808486938477 (17.990843319502044) | > loss_duration: 2.0815839767456055 (2.0569990604627337) | > loss_1: 30.915348052978516 (31.722467492838376) | > grad_norm_1: tensor(229.0707, device='cuda:0') (tensor(222.4398, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.4297 (0.3843429792122763) | > loader_time: 0.0052 (0.00429059540639158)  --> TIME: 2024-06-11 09:37:13 -- STEP: 269/330 -- GLOBAL_STEP: 227200 | > loss_disc: 2.351222515106201 (2.3311357888147297) | > loss_disc_real_0: 0.09574097394943237 (0.11506175897932407) | > loss_disc_real_1: 0.23915857076644897 (0.19733546718567274) | > loss_disc_real_2: 0.1846044659614563 (0.21156888108935942) | > loss_disc_real_3: 0.19798000156879425 (0.22741155675352728) | > loss_disc_real_4: 0.22467906773090363 (0.22643917272746786) | > loss_disc_real_5: 0.2074487805366516 (0.21948425560414125) | > loss_0: 2.351222515106201 (2.3311357888147297) | > grad_norm_0: tensor(43.1259, device='cuda:0') (tensor(23.2664, device='cuda:0')) | > loss_gen: 2.475400686264038 (2.5304201659659924) | > loss_kl: 1.9749222993850708 (1.9359166537961996) | > loss_feat: 7.138404846191406 (7.262949454296921) | > loss_mel: 17.813873291015625 (17.963396398551414) | > loss_duration: 2.1656932830810547 (2.0646156755078686) | > loss_1: 31.568294525146484 (31.757298409274078) | > grad_norm_1: tensor(406.4238, device='cuda:0') (tensor(240.9788, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.4472 (0.38875638330736123) | > loader_time: 0.0058 (0.004458469085976979)  --> TIME: 2024-06-11 09:37:25 -- STEP: 294/330 -- GLOBAL_STEP: 227225 | > loss_disc: 2.398925542831421 (2.33247864084179) | > loss_disc_real_0: 0.08676384389400482 (0.11580146640083011) | > loss_disc_real_1: 0.2281000167131424 (0.19753489597719542) | > loss_disc_real_2: 0.24061524868011475 (0.21163179608834848) | > loss_disc_real_3: 0.28847020864486694 (0.22779513890443204) | > loss_disc_real_4: 0.23467397689819336 (0.2265417061391331) | > loss_disc_real_5: 0.24348275363445282 (0.2193507028578901) | > loss_0: 2.398925542831421 (2.33247864084179) | > grad_norm_0: tensor(22.8575, device='cuda:0') (tensor(25.2217, device='cuda:0')) | > loss_gen: 2.3994274139404297 (2.530766967202531) | > loss_kl: 1.9260469675064087 (1.9375713771703291) | > loss_feat: 7.133127212524414 (7.274981307334642) | > loss_mel: 17.30345916748047 (17.912809485480906) | > loss_duration: 2.1971890926361084 (2.074061313048512) | > loss_1: 30.95924949645996 (31.730190510652502) | > grad_norm_1: tensor(297.4215, device='cuda:0') (tensor(254.5708, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.5082 (0.39482545933755886) | > loader_time: 0.0067 (0.004616557335367007)  --> TIME: 2024-06-11 09:37:38 -- STEP: 319/330 -- GLOBAL_STEP: 227250 | > loss_disc: 2.521913528442383 (2.334891727351844) | > loss_disc_real_0: 0.10499124228954315 (0.11664953658526594) | > loss_disc_real_1: 0.20710377395153046 (0.19777840819665252) | > loss_disc_real_2: 0.23316974937915802 (0.21183175058760992) | > loss_disc_real_3: 0.24505794048309326 (0.22768575924690987) | > loss_disc_real_4: 0.22616510093212128 (0.22709554742122517) | > loss_disc_real_5: 0.2543647587299347 (0.2195912430932903) | > loss_0: 2.521913528442383 (2.334891727351844) | > grad_norm_0: tensor(16.7395, device='cuda:0') (tensor(25.3544, device='cuda:0')) | > loss_gen: 2.2219736576080322 (2.526719683016355) | > loss_kl: 2.01383376121521 (1.939301951551886) | > loss_feat: 7.247965335845947 (7.289582111992434) | > loss_mel: 16.742509841918945 (17.856346791067097) | > loss_duration: 2.2542977333068848 (2.087444395480859) | > loss_1: 30.480579376220703 (31.69939499140533) | > grad_norm_1: tensor(373.1137, device='cuda:0') (tensor(258.8910, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.5685 (0.4045033424999273) | > loader_time: 0.0084 (0.0048534339498202995)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5810811519622803 (2.5810811519622803) | > loss_disc_real_0: 0.11426752060651779 (0.11426752060651779) | > loss_disc_real_1: 0.27570104598999023 (0.27570104598999023) | > loss_disc_real_2: 0.23537375032901764 (0.23537375032901764) | > loss_disc_real_3: 0.26852208375930786 (0.26852208375930786) | > loss_disc_real_4: 0.27039945125579834 (0.27039945125579834) | > loss_disc_real_5: 0.26954564452171326 (0.26954564452171326) | > loss_0: 2.5810811519622803 (2.5810811519622803) | > loss_gen: 2.3267688751220703 (2.3267688751220703) | > loss_kl: 2.4570391178131104 (2.4570391178131104) | > loss_feat: 4.734240531921387 (4.734240531921387) | > loss_mel: 16.000160217285156 (16.000160217285156) | > loss_duration: 2.855828285217285 (2.855828285217285) | > loss_1: 28.374038696289062 (28.374038696289062)  --> STEP: 1 | > loss_disc: 2.4485549926757812 (2.4485549926757812) | > loss_disc_real_0: 0.0877261683344841 (0.0877261683344841) | > loss_disc_real_1: 0.22601738572120667 (0.22601738572120667) | > loss_disc_real_2: 0.2068147361278534 (0.2068147361278534) | > loss_disc_real_3: 0.2207966446876526 (0.2207966446876526) | > loss_disc_real_4: 0.19867871701717377 (0.19867871701717377) | > loss_disc_real_5: 0.1764593869447708 (0.1764593869447708) | > loss_0: 2.4485549926757812 (2.4485549926757812) | > loss_gen: 2.104870557785034 (2.104870557785034) | > loss_kl: 2.7603812217712402 (2.7603812217712402) | > loss_feat: 5.150134563446045 (5.150134563446045) | > loss_mel: 19.005155563354492 (19.005155563354492) | > loss_duration: 2.3568239212036133 (2.3568239212036133) | > loss_1: 31.377365112304688 (31.377365112304688)  --> STEP: 2 | > loss_disc: 2.6185169219970703 (2.533535957336426) | > loss_disc_real_0: 0.11387953162193298 (0.10080284997820854) | > loss_disc_real_1: 0.17251625657081604 (0.19926682114601135) | > loss_disc_real_2: 0.24555392563343048 (0.22618433088064194) | > loss_disc_real_3: 0.25241804122924805 (0.23660734295845032) | > loss_disc_real_4: 0.21837539970874786 (0.20852705836296082) | > loss_disc_real_5: 0.20635448396205902 (0.19140693545341492) | > loss_0: 2.6185169219970703 (2.533535957336426) | > loss_gen: 2.104118824005127 (2.1044946908950806) | > loss_kl: 2.374544143676758 (2.567462682723999) | > loss_feat: 4.998350143432617 (5.074242353439331) | > loss_mel: 18.54106330871582 (18.773109436035156) | > loss_duration: 2.45379638671875 (2.4053101539611816) | > loss_1: 30.471872329711914 (30.9246187210083)  --> STEP: 3 | > loss_disc: 2.439187526702881 (2.5020864804585776) | > loss_disc_real_0: 0.08427734673023224 (0.09529434889554977) | > loss_disc_real_1: 0.17733818292617798 (0.19195727507273355) | > loss_disc_real_2: 0.16019533574581146 (0.20418799916903177) | > loss_disc_real_3: 0.1984088271856308 (0.22387450436751047) | > loss_disc_real_4: 0.23473097383975983 (0.21726169685522714) | > loss_disc_real_5: 0.2333802431821823 (0.20539803802967072) | > loss_0: 2.439187526702881 (2.5020864804585776) | > loss_gen: 1.9694709777832031 (2.0594867865244546) | > loss_kl: 3.207326889038086 (2.7807507514953613) | > loss_feat: 5.605020523071289 (5.251168409983317) | > loss_mel: 21.012001037597656 (19.51940663655599) | > loss_duration: 2.290276288986206 (2.3669655323028564) | > loss_1: 34.0840950012207 (31.9777774810791)  --> STEP: 4 | > loss_disc: 2.4758434295654297 (2.4955257177352905) | > loss_disc_real_0: 0.08562465012073517 (0.09287692420184612) | > loss_disc_real_1: 0.11776818335056305 (0.17341000214219093) | > loss_disc_real_2: 0.187338188290596 (0.19997554644942284) | > loss_disc_real_3: 0.26685839891433716 (0.23462047800421715) | > loss_disc_real_4: 0.2503855228424072 (0.22554265335202217) | > loss_disc_real_5: 0.27092963457107544 (0.2217809371650219) | > loss_0: 2.4758434295654297 (2.4955257177352905) | > loss_gen: 2.30181884765625 (2.1200698018074036) | > loss_kl: 2.8675198554992676 (2.802443027496338) | > loss_feat: 7.207396984100342 (5.740225553512573) | > loss_mel: 19.051799774169922 (19.402504920959473) | > loss_duration: 2.3253817558288574 (2.3565695881843567) | > loss_1: 33.7539176940918 (32.421812534332275)  --> STEP: 5 | > loss_disc: 2.3982183933258057 (2.4760642528533934) | > loss_disc_real_0: 0.1509542316198349 (0.10449238568544388) | > loss_disc_real_1: 0.10601499676704407 (0.15993100106716157) | > loss_disc_real_2: 0.23910091817378998 (0.20780062079429626) | > loss_disc_real_3: 0.2079206258058548 (0.22928050756454468) | > loss_disc_real_4: 0.18861998617649078 (0.2181581199169159) | > loss_disc_real_5: 0.19422495365142822 (0.21626974046230316) | > loss_0: 2.3982183933258057 (2.4760642528533934) | > loss_gen: 2.124589204788208 (2.1209736824035645) | > loss_kl: 2.5493874549865723 (2.7518319129943847) | > loss_feat: 5.7268266677856445 (5.737545776367187) | > loss_mel: 18.855058670043945 (19.293015670776366) | > loss_duration: 2.3827316761016846 (2.361802005767822) | > loss_1: 31.638595581054688 (32.26516914367676)  --> STEP: 6 | > loss_disc: 2.4658560752868652 (2.4743628899256387) | > loss_disc_real_0: 0.2568400800228119 (0.1298836680750052) | > loss_disc_real_1: 0.16725337505340576 (0.16115139673153558) | > loss_disc_real_2: 0.27390509843826294 (0.21881803373495737) | > loss_disc_real_3: 0.22250795364379883 (0.2281517485777537) | > loss_disc_real_4: 0.2406882792711258 (0.22191314647595087) | > loss_disc_real_5: 0.19433662295341492 (0.21261422087748846) | > loss_0: 2.4658560752868652 (2.4743628899256387) | > loss_gen: 2.616392135620117 (2.2035434246063232) | > loss_kl: 2.435168743133545 (2.699054718017578) | > loss_feat: 7.045553684234619 (5.955547094345093) | > loss_mel: 18.874250411987305 (19.22322146097819) | > loss_duration: 2.1433615684509277 (2.3253952662150064) | > loss_1: 33.11472702026367 (32.40676212310791)  --> STEP: 7 | > loss_disc: 2.66384220123291 (2.5014313629695346) | > loss_disc_real_0: 0.07015559822320938 (0.12135108666760581) | > loss_disc_real_1: 0.2833546996116638 (0.17860901142869676) | > loss_disc_real_2: 0.2446969449520111 (0.22251502105167933) | > loss_disc_real_3: 0.2800616919994354 (0.2355674547808511) | > loss_disc_real_4: 0.2622457444667816 (0.2276749461889267) | > loss_disc_real_5: 0.2618866264820099 (0.21965313596384867) | > loss_0: 2.66384220123291 (2.5014313629695346) | > loss_gen: 2.1896324157714844 (2.2015561376299178) | > loss_kl: 4.115207672119141 (2.90136228288923) | > loss_feat: 4.832305431365967 (5.795083999633789) | > loss_mel: 17.146085739135742 (18.92648778642927) | > loss_duration: 2.567312002182007 (2.359954799924578) | > loss_1: 30.850543975830078 (32.184445244925364)  --> STEP: 8 | > loss_disc: 2.466054916381836 (2.4970093071460724) | > loss_disc_real_0: 0.11801936477422714 (0.12093462143093348) | > loss_disc_real_1: 0.40873652696609497 (0.20737495087087154) | > loss_disc_real_2: 0.1982898712158203 (0.21948687732219696) | > loss_disc_real_3: 0.30129992961883545 (0.24378401413559914) | > loss_disc_real_4: 0.2555140256881714 (0.23115483112633228) | > loss_disc_real_5: 0.26853087544441223 (0.2257628533989191) | > loss_0: 2.466054916381836 (2.4970093071460724) | > loss_gen: 2.940197467803955 (2.2938863039016724) | > loss_kl: 2.541762351989746 (2.8564122915267944) | > loss_feat: 9.379048347473145 (6.2430795431137085) | > loss_mel: 19.626066207885742 (19.013935089111328) | > loss_duration: 2.207310199737549 (2.3408742249011993) | > loss_1: 36.69438552856445 (32.74818778038025)  --> STEP: 9 | > loss_disc: 2.2463490962982178 (2.469158172607422) | > loss_disc_real_0: 0.061658795922994614 (0.11434841859671804) | > loss_disc_real_1: 0.09196489304304123 (0.19455161111222374) | > loss_disc_real_2: 0.21402812004089355 (0.21888034873538548) | > loss_disc_real_3: 0.2370903640985489 (0.24304027524259356) | > loss_disc_real_4: 0.17673137784004211 (0.22510778076118892) | > loss_disc_real_5: 0.18488863110542297 (0.2212212731440862) | > loss_0: 2.2463490962982178 (2.469158172607422) | > loss_gen: 2.5157394409179688 (2.3185366524590387) | > loss_kl: 2.3735599517822266 (2.802762031555176) | > loss_feat: 8.98330020904541 (6.5475485059950085) | > loss_mel: 18.002443313598633 (18.901547114054363) | > loss_duration: 2.1084654331207275 (2.3150510258144803) | > loss_1: 33.9835090637207 (32.88544570075141)  --> STEP: 10 | > loss_disc: 2.3649392127990723 (2.458736276626587) | > loss_disc_real_0: 0.1238195076584816 (0.1152955275028944) | > loss_disc_real_1: 0.20506563782691956 (0.19560301378369332) | > loss_disc_real_2: 0.2075347900390625 (0.21774579286575318) | > loss_disc_real_3: 0.22657661139965057 (0.24139390885829926) | > loss_disc_real_4: 0.24145807325839996 (0.22674281001091004) | > loss_disc_real_5: 0.24220620095729828 (0.22331976592540742) | > loss_0: 2.3649392127990723 (2.458736276626587) | > loss_gen: 2.4426262378692627 (2.330945611000061) | > loss_kl: 2.554291009902954 (2.7779149293899534) | > loss_feat: 6.077121257781982 (6.500505781173706) | > loss_mel: 18.20162010192871 (18.831554412841797) | > loss_duration: 2.3254971504211426 (2.3160956382751463) | > loss_1: 31.60115623474121 (32.75701675415039)  --> STEP: 11 | > loss_disc: 2.5702779293060303 (2.468876426870173) | > loss_disc_real_0: 0.13920921087265015 (0.11746949871832674) | > loss_disc_real_1: 0.10261713713407516 (0.18714975227009167) | > loss_disc_real_2: 0.2932147979736328 (0.22460661151192404) | > loss_disc_real_3: 0.25808873772621155 (0.242911620573564) | > loss_disc_real_4: 0.2691330313682556 (0.23059646649794144) | > loss_disc_real_5: 0.23281307518482208 (0.22418279403989966) | > loss_0: 2.5702779293060303 (2.468876426870173) | > loss_gen: 2.3014798164367676 (2.328266902403398) | > loss_kl: 2.705131769180298 (2.771298278461803) | > loss_feat: 5.407343864440918 (6.401127425107089) | > loss_mel: 18.90177345275879 (18.83793796192516) | > loss_duration: 2.428170680999756 (2.3262842785228384) | > loss_1: 31.743898391723633 (32.66491508483887)  --> STEP: 12 | > loss_disc: 2.6176259517669678 (2.4812722206115723) | > loss_disc_real_0: 0.08206452429294586 (0.11451908418287833) | > loss_disc_real_1: 0.30481988191604614 (0.19695559640725455) | > loss_disc_real_2: 0.2904241979122162 (0.23009141037861505) | > loss_disc_real_3: 0.26271942257881165 (0.24456227074066797) | > loss_disc_real_4: 0.23471763730049133 (0.23093989739815393) | > loss_disc_real_5: 0.2482168972492218 (0.22618563597400984) | > loss_0: 2.6176259517669678 (2.4812722206115723) | > loss_gen: 2.2601490020751953 (2.322590410709381) | > loss_kl: 2.228888511657715 (2.7260974645614624) | > loss_feat: 6.311915397644043 (6.3936930894851685) | > loss_mel: 17.199926376342773 (18.70143699645996) | > loss_duration: 2.227090358734131 (2.318018118540446) | > loss_1: 30.227970123291016 (32.46183633804321)  --> STEP: 13 | > loss_disc: 2.98764967918396 (2.5202243328094482) | > loss_disc_real_0: 0.16688624024391174 (0.11854732695680398) | > loss_disc_real_1: 0.2738037705421448 (0.2028669944176307) | > loss_disc_real_2: 0.33802691102027893 (0.2383941411972046) | > loss_disc_real_3: 0.273719847202301 (0.24680516123771667) | > loss_disc_real_4: 0.3094668984413147 (0.23698043593993554) | > loss_disc_real_5: 0.2622758150100708 (0.22896180359216836) | > loss_0: 2.98764967918396 (2.5202243328094482) | > loss_gen: 2.1989030838012695 (2.313076000947219) | > loss_kl: 2.594005584716797 (2.7159365507272573) | > loss_feat: 5.410282135009766 (6.3180460929870605) | > loss_mel: 13.875772476196289 (18.330232033362755) | > loss_duration: 2.203359603881836 (2.309198232797476) | > loss_1: 26.282323837280273 (31.98648922259991)  --> STEP: 14 | > loss_disc: 2.470093011856079 (2.516643524169922) | > loss_disc_real_0: 0.07076478004455566 (0.11513428789164339) | > loss_disc_real_1: 0.11788555979728699 (0.196796891944749) | > loss_disc_real_2: 0.26182717084884644 (0.24006792902946472) | > loss_disc_real_3: 0.2177550494670868 (0.24473015325410025) | > loss_disc_real_4: 0.21842364966869354 (0.2356549512062754) | > loss_disc_real_5: 0.15562300384044647 (0.2237233178956168) | > loss_0: 2.470093011856079 (2.516643524169922) | > loss_gen: 2.0059235095977783 (2.2911365372794017) | > loss_kl: 3.229785442352295 (2.752640042986189) | > loss_feat: 6.067436218261719 (6.300145387649536) | > loss_mel: 19.460315704345703 (18.41095229557582) | > loss_duration: 2.323793649673462 (2.310240762574332) | > loss_1: 33.087257385253906 (32.06511551993234)  --> STEP: 15 | > loss_disc: 2.360487222671509 (2.5062331040700276) | > loss_disc_real_0: 0.13796892762184143 (0.11665659720698993) | > loss_disc_real_1: 0.17630566656589508 (0.1954308102528254) | > loss_disc_real_2: 0.2353828400373459 (0.23975558976332348) | > loss_disc_real_3: 0.1854240447282791 (0.24077641268571218) | > loss_disc_real_4: 0.2419656366109848 (0.23607566356658935) | > loss_disc_real_5: 0.19447898864746094 (0.22177369594573976) | > loss_0: 2.360487222671509 (2.5062331040700276) | > loss_gen: 2.2698965072631836 (2.2897205352783203) | > loss_kl: 3.259998083114624 (2.786463912328084) | > loss_feat: 6.94533634185791 (6.343158117930094) | > loss_mel: 16.852970123291016 (18.307086817423503) | > loss_duration: 2.3255345821380615 (2.3112603505452474) | > loss_1: 31.653736114501953 (32.03769022623698)  --> STEP: 16 | > loss_disc: 2.3811678886413574 (2.498416528105736) | > loss_disc_real_0: 0.09000658988952637 (0.11499097174964845) | > loss_disc_real_1: 0.18178421258926392 (0.19457789789885283) | > loss_disc_real_2: 0.32750898599624634 (0.24524017702788115) | > loss_disc_real_3: 0.2387828528881073 (0.24065181519836187) | > loss_disc_real_4: 0.27151229977607727 (0.23829045332968235) | > loss_disc_real_5: 0.20512640476226807 (0.22073324024677277) | > loss_0: 2.3811678886413574 (2.498416528105736) | > loss_gen: 2.6646077632904053 (2.3131509870290756) | > loss_kl: 2.3082504272460938 (2.75657556951046) | > loss_feat: 7.984391689300537 (6.445735216140747) | > loss_mel: 18.270906448364258 (18.3048255443573) | > loss_duration: 2.4092206954956055 (2.3173828721046448) | > loss_1: 33.63737869262695 (32.13767075538635)  --> STEP: 17 | > loss_disc: 2.456247568130493 (2.4959360010483684) | > loss_disc_real_0: 0.14697107672691345 (0.11687215439536992) | > loss_disc_real_1: 0.2423645555973053 (0.19738887776346767) | > loss_disc_real_2: 0.26001599431037903 (0.24610934275038102) | > loss_disc_real_3: 0.24446295201778412 (0.24087599971715143) | > loss_disc_real_4: 0.23659338057041168 (0.23819062552031348) | > loss_disc_real_5: 0.23167568445205688 (0.2213769134353189) | > loss_0: 2.456247568130493 (2.4959360010483684) | > loss_gen: 2.452960729598999 (2.3213750895331886) | > loss_kl: 1.9080866575241089 (2.7066644570406746) | > loss_feat: 6.992179870605469 (6.477879019344554) | > loss_mel: 18.156692504882812 (18.296111836152917) | > loss_duration: 2.4016799926757812 (2.322341526255888) | > loss_1: 31.91160011291504 (32.124372482299805)  --> STEP: 18 | > loss_disc: 2.7403039932250977 (2.5095120006137424) | > loss_disc_real_0: 0.08081239461898804 (0.11486883440779315) | > loss_disc_real_1: 0.3599204123020172 (0.20641840746005377) | > loss_disc_real_2: 0.18452918529510498 (0.24268822289175457) | > loss_disc_real_3: 0.24102620780467987 (0.240884344610903) | > loss_disc_real_4: 0.26187440752983093 (0.2395063911875089) | > loss_disc_real_5: 0.19752664864063263 (0.22005189872450298) | > loss_0: 2.7403039932250977 (2.5095120006137424) | > loss_gen: 2.113340139389038 (2.309817592302958) | > loss_kl: 2.5217444896698 (2.6963911255200705) | > loss_feat: 7.04130744934082 (6.509180598788792) | > loss_mel: 19.43891716003418 (18.35960102081299) | > loss_duration: 2.244692325592041 (2.3180276817745633) | > loss_1: 33.36000061035156 (32.19301848941379)  --> STEP: 19 | > loss_disc: 2.965952157974243 (2.5335351667906107) | > loss_disc_real_0: 0.2602080702781677 (0.12251826787465497) | > loss_disc_real_1: 0.30603986978530884 (0.21166164231927773) | > loss_disc_real_2: 0.27688708901405334 (0.2444881632139808) | > loss_disc_real_3: 0.25326254963874817 (0.24153582908605276) | > loss_disc_real_4: 0.2963338792324066 (0.24249731161092458) | > loss_disc_real_5: 0.252273827791214 (0.2217477897280141) | > loss_0: 2.965952157974243 (2.5335351667906107) | > loss_gen: 2.121814489364624 (2.299922692148309) | > loss_kl: 1.7317594289779663 (2.6456210362283805) | > loss_feat: 4.9343366622924805 (6.426294075815301) | > loss_mel: 11.779037475585938 (18.013255571064196) | > loss_duration: 2.314300775527954 (2.3178315288142155) | > loss_1: 22.881248474121094 (31.702925330714177)  --> STEP: 20 | > loss_disc: 2.4174866676330566 (2.5277327418327333) | > loss_disc_real_0: 0.0776820182800293 (0.12027645539492368) | > loss_disc_real_1: 0.1533944457769394 (0.2087482824921608) | > loss_disc_real_2: 0.18817561864852905 (0.24167253598570823) | > loss_disc_real_3: 0.2604735195636749 (0.24248271360993384) | > loss_disc_real_4: 0.2615920305252075 (0.2434520475566387) | > loss_disc_real_5: 0.22623352706432343 (0.22197207659482956) | > loss_0: 2.4174866676330566 (2.5277327418327333) | > loss_gen: 2.1671319007873535 (2.293283152580261) | > loss_kl: 2.0044775009155273 (2.613563859462738) | > loss_feat: 6.510143756866455 (6.430486559867859) | > loss_mel: 18.073871612548828 (18.016286373138428) | > loss_duration: 2.2754695415496826 (2.3157134294509887) | > loss_1: 31.03109359741211 (31.669333744049073)  --> STEP: 21 | > loss_disc: 2.648138999938965 (2.5334663731711253) | > loss_disc_real_0: 0.11907090991735458 (0.1202190484674204) | > loss_disc_real_1: 0.23444391787052155 (0.20997188417684465) | > loss_disc_real_2: 0.28731226921081543 (0.24384585661547525) | > loss_disc_real_3: 0.18140438199043274 (0.23957422162805284) | > loss_disc_real_4: 0.2343364953994751 (0.24301797364439284) | > loss_disc_real_5: 0.23942549526691437 (0.22280319176969074) | > loss_0: 2.648138999938965 (2.5334663731711253) | > loss_gen: 2.1426894664764404 (2.2861120246705555) | > loss_kl: 2.018416404724121 (2.585223504475185) | > loss_feat: 5.759128570556641 (6.39851713180542) | > loss_mel: 14.638736724853516 (17.855450675601052) | > loss_duration: 2.163759469985962 (2.308477526619321) | > loss_1: 26.72273063659668 (31.433781215122767)  --> STEP: 22 | > loss_disc: 2.470686197280884 (2.530612728812478) | > loss_disc_real_0: 0.13120919466018677 (0.12071860056709159) | > loss_disc_real_1: 0.21155999600887299 (0.21004407107830048) | > loss_disc_real_2: 0.19450286030769348 (0.2416029931469397) | > loss_disc_real_3: 0.22579845786094666 (0.23894805054772983) | > loss_disc_real_4: 0.2806093990802765 (0.24472667480056937) | > loss_disc_real_5: 0.24947921931743622 (0.22401573847640643) | > loss_0: 2.470686197280884 (2.530612728812478) | > loss_gen: 2.3185696601867676 (2.287587371739474) | > loss_kl: 2.2484018802642822 (2.5699134306474165) | > loss_feat: 5.683643341064453 (6.366022868589922) | > loss_mel: 19.389631271362305 (17.925186157226562) | > loss_duration: 2.206329107284546 (2.303834416649558) | > loss_1: 31.846574783325195 (31.45254455913197)  --> STEP: 23 | > loss_disc: 2.2858119010925293 (2.5199692145637846) | > loss_disc_real_0: 0.1397017538547516 (0.12154395505785942) | > loss_disc_real_1: 0.15865769982337952 (0.2078098810237387) | > loss_disc_real_2: 0.23531179130077362 (0.241329462631889) | > loss_disc_real_3: 0.2757861316204071 (0.2405497062465419) | > loss_disc_real_4: 0.17973358929157257 (0.24190088847409125) | > loss_disc_real_5: 0.16147254407405853 (0.22129646915456522) | > loss_0: 2.2858119010925293 (2.5199692145637846) | > loss_gen: 2.5226731300354004 (2.2978084916653843) | > loss_kl: 2.3831207752227783 (2.5617920108463452) | > loss_feat: 7.822695255279541 (6.429356450619905) | > loss_mel: 15.669608116149902 (17.82711754674497) | > loss_duration: 2.3050496578216553 (2.303887253222258) | > loss_1: 30.70314598083496 (31.419962012249492)  --> STEP: 24 | > loss_disc: 2.7544267177581787 (2.5297382771968846) | > loss_disc_real_0: 0.17412962019443512 (0.12373502443855007) | > loss_disc_real_1: 0.10610053688287735 (0.20357199168453613) | > loss_disc_real_2: 0.2975402772426605 (0.24367157990733782) | > loss_disc_real_3: 0.2279120534658432 (0.24002313738067946) | > loss_disc_real_4: 0.2185237556695938 (0.24092684127390385) | > loss_disc_real_5: 0.1971692591905594 (0.22029116873939833) | > loss_0: 2.7544267177581787 (2.5297382771968846) | > loss_gen: 1.792976975440979 (2.276773845156034) | > loss_kl: 2.126938581466675 (2.543673117955526) | > loss_feat: 5.181700229644775 (6.377370774745941) | > loss_mel: 18.95419692993164 (17.87407918771108) | > loss_duration: 2.382939577102661 (2.307181100050608) | > loss_1: 30.438753128051758 (31.379078308741253)  --> STEP: 25 | > loss_disc: 2.40915584564209 (2.524914979934693) | > loss_disc_real_0: 0.11809670925140381 (0.12350949183106423) | > loss_disc_real_1: 0.15950727462768555 (0.2018094030022621) | > loss_disc_real_2: 0.2640778422355652 (0.24448783040046693) | > loss_disc_real_3: 0.24276794493198395 (0.24013292968273162) | > loss_disc_real_4: 0.2206340730190277 (0.2401151305437088) | > loss_disc_real_5: 0.19440248608589172 (0.21925562143325805) | > loss_0: 2.40915584564209 (2.524914979934693) | > loss_gen: 2.5312929153442383 (2.286954607963562) | > loss_kl: 3.003847599029541 (2.5620800971984865) | > loss_feat: 6.623345851898193 (6.387209777832031) | > loss_mel: 17.551475524902344 (17.86117504119873) | > loss_duration: 2.3393421173095703 (2.308467540740967) | > loss_1: 32.04930114746094 (31.40588722229004)  --> STEP: 26 | > loss_disc: 2.15982985496521 (2.5108732443589434) | > loss_disc_real_0: 0.1507672518491745 (0.12455786721637616) | > loss_disc_real_1: 0.2261180579662323 (0.20274435127010712) | > loss_disc_real_2: 0.19489753246307373 (0.2425805112490287) | > loss_disc_real_3: 0.10890208929777145 (0.23508558966792548) | > loss_disc_real_4: 0.126342311501503 (0.23573925288823935) | > loss_disc_real_5: 0.13849672675132751 (0.21614951009933764) | > loss_0: 2.15982985496521 (2.5108732443589434) | > loss_gen: 2.6774935722351074 (2.3019753373586216) | > loss_kl: 2.603783369064331 (2.5636840691933265) | > loss_feat: 15.785100936889648 (6.748667130103478) | > loss_mel: 19.023563385009766 (17.905882285191463) | > loss_duration: 2.288623094558716 (2.30770429281088) | > loss_1: 42.378562927246094 (31.827913210942196) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024062119997464693 (-0.0001059220387385441) | > avg_loss_disc: 2.5108732443589434 (+0.12429255705613373) | > avg_loss_disc_real_0: 0.12455786721637616 (+0.012926756189419672) | > avg_loss_disc_real_1: 0.20274435127010712 (-0.0008798181437529029) | > avg_loss_disc_real_2: 0.2425805112490287 (+0.004345646271338821) | > avg_loss_disc_real_3: 0.23508558966792548 (-0.042873340443922936) | > avg_loss_disc_real_4: 0.23573925288823935 (+0.004039652645587921) | > avg_loss_disc_real_5: 0.21614951009933764 (-0.013085604860232442) | > avg_loss_0: 2.5108732443589434 (+0.12429255705613373) | > avg_loss_gen: 2.3019753373586216 (-0.06223319127009441) | > avg_loss_kl: 2.5636840691933265 (-0.023038712831643604) | > avg_loss_feat: 6.748667130103478 (-0.08013617075406554) | > avg_loss_mel: 17.905882285191463 (-0.06178313035230687) | > avg_loss_duration: 2.30770429281088 (-0.006476970819326411) | > avg_loss_1: 31.827913210942196 (-0.2336678138146091)  > EPOCH: 422/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:38:04)   --> TIME: 2024-06-11 09:38:10 -- STEP: 14/330 -- GLOBAL_STEP: 227275 | > loss_disc: 2.3550097942352295 (2.378777878625052) | > loss_disc_real_0: 0.1327495574951172 (0.1009942495397159) | > loss_disc_real_1: 0.2114763706922531 (0.21166560905320303) | > loss_disc_real_2: 0.18076777458190918 (0.20961387136152812) | > loss_disc_real_3: 0.23134326934814453 (0.22110233243022645) | > loss_disc_real_4: 0.18883119523525238 (0.23089316806622914) | > loss_disc_real_5: 0.20272181928157806 (0.22183576971292496) | > loss_0: 2.3550097942352295 (2.378777878625052) | > grad_norm_0: tensor(14.8108, device='cuda:0') (tensor(13.3817, device='cuda:0')) | > loss_gen: 2.496931552886963 (2.492876444544111) | > loss_kl: 1.9386838674545288 (1.8317840525082179) | > loss_feat: 7.093582630157471 (6.859433821269444) | > loss_mel: 17.649980545043945 (18.295725958687918) | > loss_duration: 2.044940948486328 (2.1293004580906456) | > loss_1: 31.224119186401367 (31.60912036895752) | > grad_norm_1: tensor(181.8321, device='cuda:0') (tensor(138.4966, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3414 (0.35357487201690674) | > loader_time: 0.0029 (0.0031208821705409457)  --> TIME: 2024-06-11 09:38:19 -- STEP: 39/330 -- GLOBAL_STEP: 227300 | > loss_disc: 2.3716835975646973 (2.3464423815409345) | > loss_disc_real_0: 0.08341555297374725 (0.10375197021624981) | > loss_disc_real_1: 0.1690683662891388 (0.2035554880515123) | > loss_disc_real_2: 0.21717625856399536 (0.21169807933844054) | > loss_disc_real_3: 0.23582710325717926 (0.227931342063806) | > loss_disc_real_4: 0.21598994731903076 (0.23005505097218049) | > loss_disc_real_5: 0.22185055911540985 (0.21537054043549758) | > loss_0: 2.3716835975646973 (2.3464423815409345) | > grad_norm_0: tensor(11.1730, device='cuda:0') (tensor(13.4419, device='cuda:0')) | > loss_gen: 2.3886661529541016 (2.5141366506234193) | > loss_kl: 1.9175833463668823 (1.8497768273720374) | > loss_feat: 7.693568229675293 (7.1318422097426195) | > loss_mel: 18.04668426513672 (18.271937248034355) | > loss_duration: 2.0401928424835205 (2.0580238898595176) | > loss_1: 32.08669662475586 (31.825716752272385) | > grad_norm_1: tensor(83.1185, device='cuda:0') (tensor(181.3178, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3859 (0.35745476453732233) | > loader_time: 0.0033 (0.0032170613606770835)  --> TIME: 2024-06-11 09:38:28 -- STEP: 64/330 -- GLOBAL_STEP: 227325 | > loss_disc: 2.338762044906616 (2.3384554870426655) | > loss_disc_real_0: 0.11265815794467926 (0.10586477536708117) | > loss_disc_real_1: 0.1858699917793274 (0.2018909752368927) | > loss_disc_real_2: 0.21729515492916107 (0.21255136700347066) | > loss_disc_real_3: 0.24883009493350983 (0.22904493543319404) | > loss_disc_real_4: 0.2298438549041748 (0.22900445410050452) | > loss_disc_real_5: 0.21560071408748627 (0.21665445831604302) | > loss_0: 2.338762044906616 (2.3384554870426655) | > grad_norm_0: tensor(20.3833, device='cuda:0') (tensor(16.8753, device='cuda:0')) | > loss_gen: 2.5533623695373535 (2.5180829651653767) | > loss_kl: 1.9380171298980713 (1.8536438327282667) | > loss_feat: 7.2234930992126465 (7.161722883582115) | > loss_mel: 18.81622886657715 (18.269779205322266) | > loss_duration: 2.0055718421936035 (2.0363460537046194) | > loss_1: 32.53667449951172 (31.839575082063675) | > grad_norm_1: tensor(331.1882, device='cuda:0') (tensor(209.0633, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3678 (0.36001387238502514) | > loader_time: 0.0038 (0.0034023746848106384)  --> TIME: 2024-06-11 09:38:38 -- STEP: 89/330 -- GLOBAL_STEP: 227350 | > loss_disc: 2.4315850734710693 (2.3421476851688343) | > loss_disc_real_0: 0.09126953780651093 (0.10966041851579474) | > loss_disc_real_1: 0.19096247851848602 (0.20218955114316398) | > loss_disc_real_2: 0.21819542348384857 (0.21426266632723) | > loss_disc_real_3: 0.2311941534280777 (0.22911033268724934) | > loss_disc_real_4: 0.25754693150520325 (0.22770117373948687) | > loss_disc_real_5: 0.24317428469657898 (0.21679540095704325) | > loss_0: 2.4315850734710693 (2.3421476851688343) | > grad_norm_0: tensor(32.6422, device='cuda:0') (tensor(20.0167, device='cuda:0')) | > loss_gen: 2.2492573261260986 (2.522910201147701) | > loss_kl: 1.8517138957977295 (1.866910438859061) | > loss_feat: 6.853459358215332 (7.201730567417788) | > loss_mel: 18.2860050201416 (18.222747867027024) | > loss_duration: 2.0260703563690186 (2.0276293674211825) | > loss_1: 31.26650619506836 (31.84192852491743) | > grad_norm_1: tensor(320.3331, device='cuda:0') (tensor(231.0565, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3665 (0.3618621558285833) | > loader_time: 0.0036 (0.0035216620798861043)  --> TIME: 2024-06-11 09:38:47 -- STEP: 114/330 -- GLOBAL_STEP: 227375 | > loss_disc: 2.355548858642578 (2.3475959677445273) | > loss_disc_real_0: 0.07064875215291977 (0.10917689981298488) | > loss_disc_real_1: 0.20233584940433502 (0.20114425922694953) | > loss_disc_real_2: 0.2498602420091629 (0.21436659991741178) | > loss_disc_real_3: 0.24320794641971588 (0.22877246010721775) | > loss_disc_real_4: 0.1920701265335083 (0.2277120666807158) | > loss_disc_real_5: 0.197829470038414 (0.21758215965931876) | > loss_0: 2.355548858642578 (2.3475959677445273) | > grad_norm_0: tensor(20.7424, device='cuda:0') (tensor(20.7936, device='cuda:0')) | > loss_gen: 2.4624459743499756 (2.5218502889599725) | > loss_kl: 1.8775668144226074 (1.8820687020034121) | > loss_feat: 7.185641288757324 (7.214293743434705) | > loss_mel: 18.031633377075195 (18.13971849073443) | > loss_duration: 2.0365867614746094 (2.0273221218795117) | > loss_1: 31.593873977661133 (31.78525344112463) | > grad_norm_1: tensor(140.0746, device='cuda:0') (tensor(250.9428, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3887 (0.3635088247165347) | > loader_time: 0.0038 (0.003601473674439547)  --> TIME: 2024-06-11 09:38:57 -- STEP: 139/330 -- GLOBAL_STEP: 227400 | > loss_disc: 2.3061881065368652 (2.3501242647925733) | > loss_disc_real_0: 0.15023848414421082 (0.11082088526525943) | > loss_disc_real_1: 0.21930553019046783 (0.20050867609411685) | > loss_disc_real_2: 0.20911553502082825 (0.21489893393122034) | > loss_disc_real_3: 0.21260252594947815 (0.22944117428587496) | > loss_disc_real_4: 0.2057824283838272 (0.2285567666772458) | > loss_disc_real_5: 0.18670348823070526 (0.21826152492770187) | > loss_0: 2.3061881065368652 (2.3501242647925733) | > grad_norm_0: tensor(37.9492, device='cuda:0') (tensor(22.0878, device='cuda:0')) | > loss_gen: 2.343196392059326 (2.5173617884409523) | > loss_kl: 1.9128321409225464 (1.888431899839168) | > loss_feat: 6.943317413330078 (7.164968003471979) | > loss_mel: 17.678251266479492 (18.133865630883957) | > loss_duration: 2.087796211242676 (2.031037263733021) | > loss_1: 30.96539306640625 (31.73566468328023) | > grad_norm_1: tensor(391.0056, device='cuda:0') (tensor(261.2110, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3582 (0.3652076240923766) | > loader_time: 0.0041 (0.003699429601216488)  --> TIME: 2024-06-11 09:39:07 -- STEP: 164/330 -- GLOBAL_STEP: 227425 | > loss_disc: 2.4180240631103516 (2.3446147558165764) | > loss_disc_real_0: 0.07276735454797745 (0.1106609415444659) | > loss_disc_real_1: 0.22778017818927765 (0.19987631053095903) | > loss_disc_real_2: 0.20217084884643555 (0.2138903979666349) | > loss_disc_real_3: 0.24125593900680542 (0.22873962715995022) | > loss_disc_real_4: 0.23190279304981232 (0.22793028394623502) | > loss_disc_real_5: 0.27018654346466064 (0.2180474048889265) | > loss_0: 2.4180240631103516 (2.3446147558165764) | > grad_norm_0: tensor(29.0213, device='cuda:0') (tensor(23.0528, device='cuda:0')) | > loss_gen: 2.5492990016937256 (2.5264979222925703) | > loss_kl: 2.0551891326904297 (1.8948072434925451) | > loss_feat: 7.074167728424072 (7.2076214697302845) | > loss_mel: 17.68557357788086 (18.144569362082134) | > loss_duration: 2.1076016426086426 (2.033328409602003) | > loss_1: 31.471830368041992 (31.806824544580973) | > grad_norm_1: tensor(243.5915, device='cuda:0') (tensor(263.9503, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.3949 (0.3703481220617529) | > loader_time: 0.0043 (0.003866185502308171)  --> TIME: 2024-06-11 09:39:17 -- STEP: 189/330 -- GLOBAL_STEP: 227450 | > loss_disc: 2.3690896034240723 (2.346096631711121) | > loss_disc_real_0: 0.09523338079452515 (0.11058516725503578) | > loss_disc_real_1: 0.20219382643699646 (0.20006339764468878) | > loss_disc_real_2: 0.20834171772003174 (0.21366834206871252) | > loss_disc_real_3: 0.26396694779396057 (0.22872937498269258) | > loss_disc_real_4: 0.23763664066791534 (0.22805712123711905) | > loss_disc_real_5: 0.24214982986450195 (0.2187846406269326) | > loss_0: 2.3690896034240723 (2.346096631711121) | > grad_norm_0: tensor(19.3868, device='cuda:0') (tensor(23.9328, device='cuda:0')) | > loss_gen: 2.7078680992126465 (2.5248112173938266) | > loss_kl: 1.9243063926696777 (1.8981697433209292) | > loss_feat: 6.186278820037842 (7.187011736410636) | > loss_mel: 17.04971694946289 (18.10464487630854) | > loss_duration: 2.1100363731384277 (2.0398464051503997) | > loss_1: 29.978206634521484 (31.7544841059932) | > grad_norm_1: tensor(600.2573, device='cuda:0') (tensor(282.3882, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.4184 (0.3756976316845608) | > loader_time: 0.0053 (0.004025628327061889)  --> TIME: 2024-06-11 09:39:28 -- STEP: 214/330 -- GLOBAL_STEP: 227475 | > loss_disc: 2.3145341873168945 (2.3491139055412473) | > loss_disc_real_0: 0.06800554692745209 (0.11233950958143328) | > loss_disc_real_1: 0.18971982598304749 (0.20011792582607707) | > loss_disc_real_2: 0.24029740691184998 (0.21416674275821612) | > loss_disc_real_3: 0.2639842927455902 (0.22888086777981195) | > loss_disc_real_4: 0.22308124601840973 (0.22793692475724442) | > loss_disc_real_5: 0.22490517795085907 (0.21816241218943463) | > loss_0: 2.3145341873168945 (2.3491139055412473) | > grad_norm_0: tensor(30.5336, device='cuda:0') (tensor(25.8794, device='cuda:0')) | > loss_gen: 2.7229726314544678 (2.526063808770939) | > loss_kl: 1.9223755598068237 (1.901982709626171) | > loss_feat: 7.046477794647217 (7.200062462102587) | > loss_mel: 16.842615127563477 (18.062039981378568) | > loss_duration: 2.1565916538238525 (2.0469370088844663) | > loss_1: 30.69103240966797 (31.73708604652191) | > grad_norm_1: tensor(461.6920, device='cuda:0') (tensor(297.2438, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.4236 (0.3801199420590268) | > loader_time: 0.0058 (0.004167896564875805)  --> TIME: 2024-06-11 09:39:39 -- STEP: 239/330 -- GLOBAL_STEP: 227500 | > loss_disc: 2.3410301208496094 (2.3485955463792463) | > loss_disc_real_0: 0.06519223749637604 (0.1130898552303783) | > loss_disc_real_1: 0.2274247407913208 (0.20028437942141764) | > loss_disc_real_2: 0.22266516089439392 (0.21391953920719511) | > loss_disc_real_3: 0.22697685658931732 (0.22854093677329218) | > loss_disc_real_4: 0.2460087686777115 (0.22772784150793962) | > loss_disc_real_5: 0.22546139359474182 (0.21794662284801194) | > loss_0: 2.3410301208496094 (2.3485955463792463) | > grad_norm_0: tensor(53.9001, device='cuda:0') (tensor(28.0144, device='cuda:0')) | > loss_gen: 2.6038289070129395 (2.5301154537679773) | > loss_kl: 1.818139672279358 (1.9056750600806838) | > loss_feat: 7.680798053741455 (7.217432876012316) | > loss_mel: 17.95353126525879 (18.03670409134741) | > loss_duration: 2.0855088233947754 (2.054539677488255) | > loss_1: 32.141807556152344 (31.74446727640958) | > grad_norm_1: tensor(522.5919, device='cuda:0') (tensor(311.6954, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.4316 (0.384641429869201) | > loader_time: 0.0058 (0.0043277022230076454) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_227500.pth  --> TIME: 2024-06-11 09:39:55 -- STEP: 264/330 -- GLOBAL_STEP: 227525 | > loss_disc: 2.3551290035247803 (2.3489799183426454) | > loss_disc_real_0: 0.10962726175785065 (0.11393762155520644) | > loss_disc_real_1: 0.2136961668729782 (0.20023198149195218) | > loss_disc_real_2: 0.20416541397571564 (0.21395501183966792) | > loss_disc_real_3: 0.2150292992591858 (0.2288092401330218) | > loss_disc_real_4: 0.2265283614397049 (0.22794030826877465) | > loss_disc_real_5: 0.2405616194009781 (0.2184522980541894) | > loss_0: 2.3551290035247803 (2.3489799183426454) | > grad_norm_0: tensor(34.2546, device='cuda:0') (tensor(28.2745, device='cuda:0')) | > loss_gen: 2.4846994876861572 (2.5262719410838517) | > loss_kl: 1.7812861204147339 (1.9073907909068195) | > loss_feat: 6.997843265533447 (7.218780914942424) | > loss_mel: 17.69334602355957 (18.000855431412205) | > loss_duration: 2.168328285217285 (2.061551408334211) | > loss_1: 31.125503540039062 (31.714850613565154) | > grad_norm_1: tensor(376.3577, device='cuda:0') (tensor(316.1748, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.4388 (0.3896964815529911) | > loader_time: 0.0059 (0.004485170046488441)  --> TIME: 2024-06-11 09:40:06 -- STEP: 289/330 -- GLOBAL_STEP: 227550 | > loss_disc: 2.4347057342529297 (2.3493999354154576) | > loss_disc_real_0: 0.09819415211677551 (0.11513788568880731) | > loss_disc_real_1: 0.2543310821056366 (0.20081441872672634) | > loss_disc_real_2: 0.23557183146476746 (0.21369382372983178) | > loss_disc_real_3: 0.2537182569503784 (0.22866447914430427) | > loss_disc_real_4: 0.26071780920028687 (0.2275192359636399) | > loss_disc_real_5: 0.28866270184516907 (0.21838658284975995) | > loss_0: 2.4347057342529297 (2.3493999354154576) | > grad_norm_0: tensor(62.1737, device='cuda:0') (tensor(29.2640, device='cuda:0')) | > loss_gen: 2.494479179382324 (2.5238418636850013) | > loss_kl: 1.9511516094207764 (1.9128780958974239) | > loss_feat: 7.245383262634277 (7.23016502122978) | > loss_mel: 16.737049102783203 (17.947015749129466) | > loss_duration: 2.2132151126861572 (2.0706242104302635) | > loss_1: 30.641277313232422 (31.68452505091895) | > grad_norm_1: tensor(595.6981, device='cuda:0') (tensor(324.1717, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.4489 (0.39442703055675465) | > loader_time: 0.0063 (0.004625962267284986)  --> TIME: 2024-06-11 09:40:19 -- STEP: 314/330 -- GLOBAL_STEP: 227575 | > loss_disc: 2.4652276039123535 (2.354952863826871) | > loss_disc_real_0: 0.09629643708467484 (0.11663971211357861) | > loss_disc_real_1: 0.147868350148201 (0.20089989582634277) | > loss_disc_real_2: 0.18121635913848877 (0.21368355285020385) | > loss_disc_real_3: 0.1795732080936432 (0.22881348896178472) | > loss_disc_real_4: 0.18628349900245667 (0.22730700543541818) | > loss_disc_real_5: 0.19970369338989258 (0.21869503436194862) | > loss_0: 2.4652276039123535 (2.354952863826871) | > grad_norm_0: tensor(50.8842, device='cuda:0') (tensor(30.9035, device='cuda:0')) | > loss_gen: 2.361199140548706 (2.5227607769571305) | > loss_kl: 1.8462724685668945 (1.9163669044045126) | > loss_feat: 7.548953056335449 (7.2424984281989415) | > loss_mel: 17.979724884033203 (17.897534935337735) | > loss_duration: 2.2761178016662598 (2.0832650889256947) | > loss_1: 32.01226806640625 (31.662426231773036) | > grad_norm_1: tensor(341.4766, device='cuda:0') (tensor(332.2065, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.5281 (0.40296747805965927) | > loader_time: 0.0084 (0.0048496085367384974)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6140384674072266 (2.6140384674072266) | > loss_disc_real_0: 0.14867104589939117 (0.14867104589939117) | > loss_disc_real_1: 0.24583077430725098 (0.24583077430725098) | > loss_disc_real_2: 0.22553934156894684 (0.22553934156894684) | > loss_disc_real_3: 0.23527374863624573 (0.23527374863624573) | > loss_disc_real_4: 0.23094165325164795 (0.23094165325164795) | > loss_disc_real_5: 0.18174774944782257 (0.18174774944782257) | > loss_0: 2.6140384674072266 (2.6140384674072266) | > loss_gen: 2.1722681522369385 (2.1722681522369385) | > loss_kl: 2.2442378997802734 (2.2442378997802734) | > loss_feat: 5.803428649902344 (5.803428649902344) | > loss_mel: 14.82264232635498 (14.82264232635498) | > loss_duration: 2.8582396507263184 (2.8582396507263184) | > loss_1: 27.900815963745117 (27.900815963745117)  --> STEP: 1 | > loss_disc: 2.09238600730896 (2.09238600730896) | > loss_disc_real_0: 0.2149776965379715 (0.2149776965379715) | > loss_disc_real_1: 0.12136956304311752 (0.12136956304311752) | > loss_disc_real_2: 0.1901174932718277 (0.1901174932718277) | > loss_disc_real_3: 0.2044253647327423 (0.2044253647327423) | > loss_disc_real_4: 0.301957368850708 (0.301957368850708) | > loss_disc_real_5: 0.21725322306156158 (0.21725322306156158) | > loss_0: 2.09238600730896 (2.09238600730896) | > loss_gen: 2.7734458446502686 (2.7734458446502686) | > loss_kl: 2.548954963684082 (2.548954963684082) | > loss_feat: 7.117083549499512 (7.117083549499512) | > loss_mel: 19.520109176635742 (19.520109176635742) | > loss_duration: 2.401933431625366 (2.401933431625366) | > loss_1: 34.36152648925781 (34.36152648925781)  --> STEP: 2 | > loss_disc: 2.583664655685425 (2.3380253314971924) | > loss_disc_real_0: 0.19211453199386597 (0.20354611426591873) | > loss_disc_real_1: 0.19505243003368378 (0.15821099653840065) | > loss_disc_real_2: 0.29315412044525146 (0.24163580685853958) | > loss_disc_real_3: 0.18608751893043518 (0.19525644183158875) | > loss_disc_real_4: 0.2803727388381958 (0.2911650538444519) | > loss_disc_real_5: 0.2687660753726959 (0.24300964921712875) | > loss_0: 2.583664655685425 (2.3380253314971924) | > loss_gen: 2.4994657039642334 (2.636455774307251) | > loss_kl: 2.610274076461792 (2.579614520072937) | > loss_feat: 5.086328506469727 (6.101706027984619) | > loss_mel: 18.23345375061035 (18.876781463623047) | > loss_duration: 2.4394712448120117 (2.420702338218689) | > loss_1: 30.868995666503906 (32.61526107788086)  --> STEP: 3 | > loss_disc: 2.0871589183807373 (2.2544031937917075) | > loss_disc_real_0: 0.13725030422210693 (0.18144751091798147) | > loss_disc_real_1: 0.14006288349628448 (0.15216162552436194) | > loss_disc_real_2: 0.20195262134075165 (0.22840807835261026) | > loss_disc_real_3: 0.2210119366645813 (0.2038416067759196) | > loss_disc_real_4: 0.23500846326351166 (0.2724461903174718) | > loss_disc_real_5: 0.1834174394607544 (0.2231455792983373) | > loss_0: 2.0871589183807373 (2.2544031937917075) | > loss_gen: 2.7060818672180176 (2.6596644719441733) | > loss_kl: 2.702317953109741 (2.6205156644185386) | > loss_feat: 6.974172592163086 (6.392528216044108) | > loss_mel: 18.154664993286133 (18.636075973510742) | > loss_duration: 2.313164234161377 (2.3848563035329184) | > loss_1: 32.85040283203125 (32.693641662597656)  --> STEP: 4 | > loss_disc: 2.1562414169311523 (2.2298627495765686) | > loss_disc_real_0: 0.14529307186603546 (0.17240890115499496) | > loss_disc_real_1: 0.1590937376022339 (0.15389465354382992) | > loss_disc_real_2: 0.22878190875053406 (0.22850153595209122) | > loss_disc_real_3: 0.27646854519844055 (0.22199834138154984) | > loss_disc_real_4: 0.26230886578559875 (0.26991185918450356) | > loss_disc_real_5: 0.21033774316310883 (0.21994362026453018) | > loss_0: 2.1562414169311523 (2.2298627495765686) | > loss_gen: 3.0067429542541504 (2.7464340925216675) | > loss_kl: 2.881413459777832 (2.685740113258362) | > loss_feat: 8.237048149108887 (6.853658199310303) | > loss_mel: 18.978534698486328 (18.72169065475464) | > loss_duration: 2.3255138397216797 (2.3700206875801086) | > loss_1: 35.42925262451172 (33.37754440307617)  --> STEP: 5 | > loss_disc: 2.4504992961883545 (2.2739900588989257) | > loss_disc_real_0: 0.17313124239444733 (0.17255336940288543) | > loss_disc_real_1: 0.22801178693771362 (0.16871808022260665) | > loss_disc_real_2: 0.23226088285446167 (0.2292534053325653) | > loss_disc_real_3: 0.2243419587612152 (0.2224670648574829) | > loss_disc_real_4: 0.23478125035762787 (0.2628857374191284) | > loss_disc_real_5: 0.20248311758041382 (0.2164515197277069) | > loss_0: 2.4504992961883545 (2.2739900588989257) | > loss_gen: 2.296567678451538 (2.6564608097076414) | > loss_kl: 2.4423606395721436 (2.637064218521118) | > loss_feat: 4.3474907875061035 (6.3524247169494625) | > loss_mel: 19.89030647277832 (18.955413818359375) | > loss_duration: 2.3442437648773193 (2.364865303039551) | > loss_1: 31.320968627929688 (32.96622924804687)  --> STEP: 6 | > loss_disc: 2.210801601409912 (2.2634586493174234) | > loss_disc_real_0: 0.143949955701828 (0.16778613378604254) | > loss_disc_real_1: 0.1299029141664505 (0.16224888587991396) | > loss_disc_real_2: 0.24114468693733215 (0.23123528560002646) | > loss_disc_real_3: 0.16292209923267365 (0.2125429039200147) | > loss_disc_real_4: 0.19066619873046875 (0.2508491476376851) | > loss_disc_real_5: 0.13695770502090454 (0.20320255060990652) | > loss_0: 2.210801601409912 (2.2634586493174234) | > loss_gen: 2.3107032775878906 (2.5988345543543496) | > loss_kl: 2.4211554527282715 (2.6010794242223105) | > loss_feat: 6.487657070159912 (6.374963442484538) | > loss_mel: 18.504484176635742 (18.8802588780721) | > loss_duration: 2.1568093299865723 (2.330189307530721) | > loss_1: 31.880807876586914 (32.78532568613688)  --> STEP: 7 | > loss_disc: 2.1869993209838867 (2.252535888126918) | > loss_disc_real_0: 0.132729172706604 (0.1627779964889799) | > loss_disc_real_1: 0.21483604609966278 (0.16976133733987808) | > loss_disc_real_2: 0.15985353291034698 (0.22103789235864366) | > loss_disc_real_3: 0.22285357117652893 (0.21401585638523102) | > loss_disc_real_4: 0.2585808336734772 (0.2519536742142269) | > loss_disc_real_5: 0.24095527827739716 (0.20859579741954803) | > loss_0: 2.1869993209838867 (2.252535888126918) | > loss_gen: 3.0000216960906982 (2.656147003173828) | > loss_kl: 3.0479073524475098 (2.664911985397339) | > loss_feat: 7.974444389343262 (6.603460720607212) | > loss_mel: 18.839733123779297 (18.8744694846017) | > loss_duration: 2.529026746749878 (2.3585946559906006) | > loss_1: 35.39113235473633 (33.15758378165109)  --> STEP: 8 | > loss_disc: 2.4751698970794678 (2.280365139245987) | > loss_disc_real_0: 0.18081434071063995 (0.1650325395166874) | > loss_disc_real_1: 0.23920445144176483 (0.17844172660261393) | > loss_disc_real_2: 0.25217869877815247 (0.22493049316108227) | > loss_disc_real_3: 0.2613842189311981 (0.2199369017034769) | > loss_disc_real_4: 0.26328325271606445 (0.25336987152695656) | > loss_disc_real_5: 0.2128235101699829 (0.2091242615133524) | > loss_0: 2.4751698970794678 (2.280365139245987) | > loss_gen: 2.5952677726745605 (2.6485370993614197) | > loss_kl: 2.411062240600586 (2.6331807672977448) | > loss_feat: 7.912442207336426 (6.767083406448364) | > loss_mel: 20.940433502197266 (19.132714986801147) | > loss_duration: 2.227123498916626 (2.3421607613563538) | > loss_1: 36.08633041381836 (33.523677110672)  --> STEP: 9 | > loss_disc: 2.4096150398254395 (2.2947262393103705) | > loss_disc_real_0: 0.2588530480861664 (0.17545704046885172) | > loss_disc_real_1: 0.2304624766111374 (0.1842218099368943) | > loss_disc_real_2: 0.1738516241312027 (0.21925506326887342) | > loss_disc_real_3: 0.1830553561449051 (0.21583895219696891) | > loss_disc_real_4: 0.19778217375278473 (0.2471934606631597) | > loss_disc_real_5: 0.12070587277412415 (0.1992999960978826) | > loss_0: 2.4096150398254395 (2.2947262393103705) | > loss_gen: 2.508920431137085 (2.6330241362253823) | > loss_kl: 2.051568031311035 (2.568557129965888) | > loss_feat: 7.956602096557617 (6.899252149793837) | > loss_mel: 18.404748916625977 (19.051829867892796) | > loss_duration: 2.099900722503662 (2.31524297926161) | > loss_1: 33.0217399597168 (33.46790631612142)  --> STEP: 10 | > loss_disc: 2.6915159225463867 (2.334405207633972) | > loss_disc_real_0: 0.34262365102767944 (0.1921737015247345) | > loss_disc_real_1: 0.2403724491596222 (0.1898368738591671) | > loss_disc_real_2: 0.23658637702465057 (0.22098819464445113) | > loss_disc_real_3: 0.20177599787712097 (0.21443265676498413) | > loss_disc_real_4: 0.20714476704597473 (0.2431885913014412) | > loss_disc_real_5: 0.21226198971271515 (0.20059619545936586) | > loss_0: 2.6915159225463867 (2.334405207633972) | > loss_gen: 2.3335652351379395 (2.603078246116638) | > loss_kl: 2.6099448204040527 (2.5726958990097044) | > loss_feat: 6.162928104400635 (6.825619745254516) | > loss_mel: 18.04067611694336 (18.95071449279785) | > loss_duration: 2.3170738220214844 (2.315426063537598) | > loss_1: 31.464187622070312 (33.26753444671631)  --> STEP: 11 | > loss_disc: 2.5915138721466064 (2.357778722589666) | > loss_disc_real_0: 0.27177220582962036 (0.19940992918881503) | > loss_disc_real_1: 0.22672292590141296 (0.1931901513175531) | > loss_disc_real_2: 0.2387620210647583 (0.22260399704629724) | > loss_disc_real_3: 0.19495710730552673 (0.21266215226866983) | > loss_disc_real_4: 0.28987857699394226 (0.24743313545530493) | > loss_disc_real_5: 0.24101904034614563 (0.20427099953998218) | > loss_0: 2.5915138721466064 (2.357778722589666) | > loss_gen: 2.368015766143799 (2.581708929755471) | > loss_kl: 2.5951383113861084 (2.5747361183166504) | > loss_feat: 6.4446702003479 (6.790987968444824) | > loss_mel: 17.95336151123047 (18.86004603992809) | > loss_duration: 2.443455696105957 (2.327065121043812) | > loss_1: 31.804641723632812 (33.134544199163265)  --> STEP: 12 | > loss_disc: 2.556764602661133 (2.3743608792622886) | > loss_disc_real_0: 0.15972258150577545 (0.1961026502152284) | > loss_disc_real_1: 0.18812035024166107 (0.1927676678945621) | > loss_disc_real_2: 0.22455058991909027 (0.22276621311903) | > loss_disc_real_3: 0.19532744586467743 (0.21121759340167046) | > loss_disc_real_4: 0.25185728073120117 (0.24780181422829628) | > loss_disc_real_5: 0.19848184287548065 (0.20378856981794038) | > loss_0: 2.556764602661133 (2.3743608792622886) | > loss_gen: 1.9072312116622925 (2.5255024532477064) | > loss_kl: 2.921030044555664 (2.603593945503235) | > loss_feat: 4.8067145347595215 (6.625631848971049) | > loss_mel: 14.093452453613281 (18.462829907735188) | > loss_duration: 2.2609572410583496 (2.3215561310450235) | > loss_1: 25.9893856048584 (32.53911431630453)  --> STEP: 13 | > loss_disc: 2.7039804458618164 (2.399716230539175) | > loss_disc_real_0: 0.26632407307624817 (0.20150429812761453) | > loss_disc_real_1: 0.27014943957328796 (0.1987201118698487) | > loss_disc_real_2: 0.25807997584342957 (0.22548265640552229) | > loss_disc_real_3: 0.2433735579252243 (0.21369112913425153) | > loss_disc_real_4: 0.2592034637928009 (0.24867886419479662) | > loss_disc_real_5: 0.2883167266845703 (0.21029073573075807) | > loss_0: 2.7039804458618164 (2.399716230539175) | > loss_gen: 2.383204936981201 (2.514556490457975) | > loss_kl: 2.2674381732940674 (2.577735809179453) | > loss_feat: 4.580976486206055 (6.468350667219895) | > loss_mel: 13.85947322845459 (18.108725547790527) | > loss_duration: 2.1540462970733643 (2.30867075920105) | > loss_1: 25.245140075683594 (31.9780393747183)  --> STEP: 14 | > loss_disc: 2.3381500244140625 (2.3953186443873813) | > loss_disc_real_0: 0.18998727202415466 (0.20068165340593883) | > loss_disc_real_1: 0.17169402539730072 (0.19678967712180956) | > loss_disc_real_2: 0.22250527143478394 (0.22526998605046952) | > loss_disc_real_3: 0.18256255984306335 (0.21146765989916666) | > loss_disc_real_4: 0.2923709452152252 (0.25179972712482723) | > loss_disc_real_5: 0.21462106704711914 (0.21060004511049815) | > loss_0: 2.3381500244140625 (2.3953186443873813) | > loss_gen: 2.4687891006469727 (2.5112873911857605) | > loss_kl: 3.400428295135498 (2.6364995581763133) | > loss_feat: 8.534138679504395 (6.6159069538116455) | > loss_mel: 18.586381912231445 (18.142843859536306) | > loss_duration: 2.482968330383301 (2.3211205857140675) | > loss_1: 35.47270584106445 (32.22765840802874)  --> STEP: 15 | > loss_disc: 2.2966930866241455 (2.388743607203166) | > loss_disc_real_0: 0.19248588383197784 (0.20013526876767476) | > loss_disc_real_1: 0.2829940617084503 (0.20253663609425226) | > loss_disc_real_2: 0.1876869946718216 (0.222764453291893) | > loss_disc_real_3: 0.17628657817840576 (0.20912225445111593) | > loss_disc_real_4: 0.19933919608592987 (0.24830235838890075) | > loss_disc_real_5: 0.15971338748931885 (0.2072076012690862) | > loss_0: 2.2966930866241455 (2.388743607203166) | > loss_gen: 2.5088987350463867 (2.5111281474431357) | > loss_kl: 3.3220887184143066 (2.6822055021921796) | > loss_feat: 7.896306991577148 (6.701266956329346) | > loss_mel: 17.252548217773438 (18.083490816752114) | > loss_duration: 2.292232036590576 (2.3191946824391683) | > loss_1: 33.27207565307617 (32.29728622436524)  --> STEP: 16 | > loss_disc: 2.1979641914367676 (2.376819893717766) | > loss_disc_real_0: 0.15259453654289246 (0.19716397300362587) | > loss_disc_real_1: 0.1561584323644638 (0.1996379983611405) | > loss_disc_real_2: 0.159897118806839 (0.21883524488657713) | > loss_disc_real_3: 0.20280428230762482 (0.20872738119214773) | > loss_disc_real_4: 0.21418097615242004 (0.2461697719991207) | > loss_disc_real_5: 0.22432947158813477 (0.20827771816402674) | > loss_0: 2.1979641914367676 (2.376819893717766) | > loss_gen: 2.5293216705322266 (2.5122652426362038) | > loss_kl: 2.696561574935913 (2.6831027567386627) | > loss_feat: 6.613571643829346 (6.695785999298096) | > loss_mel: 17.383853912353516 (18.039763510227203) | > loss_duration: 2.4012606143951416 (2.3243238031864166) | > loss_1: 31.624568939208984 (32.25524139404297)  --> STEP: 17 | > loss_disc: 2.5490922927856445 (2.3869535642511703) | > loss_disc_real_0: 0.18462929129600525 (0.19642663878553054) | > loss_disc_real_1: 0.31912854313850403 (0.2066668539362795) | > loss_disc_real_2: 0.26113003492355347 (0.2213231737122816) | > loss_disc_real_3: 0.29338571429252625 (0.21370728313922882) | > loss_disc_real_4: 0.28376302123069763 (0.24838113960097818) | > loss_disc_real_5: 0.37534406781196594 (0.21810515049625845) | > loss_0: 2.5490922927856445 (2.3869535642511703) | > loss_gen: 2.913710117340088 (2.53587964703055) | > loss_kl: 2.4845328330993652 (2.671422172995175) | > loss_feat: 6.3249006271362305 (6.673969212700339) | > loss_mel: 16.550134658813477 (17.952138283673456) | > loss_duration: 2.3618712425231934 (2.32653247608858) | > loss_1: 30.635149002075195 (32.15994184157427)  --> STEP: 18 | > loss_disc: 2.2257637977600098 (2.3779985772238836) | > loss_disc_real_0: 0.1452503353357315 (0.19358351081609726) | > loss_disc_real_1: 0.19548432528972626 (0.20604560234480435) | > loss_disc_real_2: 0.15024900436401367 (0.21737460874848896) | > loss_disc_real_3: 0.14590831100940704 (0.20994067357646096) | > loss_disc_real_4: 0.2505202889442444 (0.24849998123115963) | > loss_disc_real_5: 0.20529955625534058 (0.21739372859398523) | > loss_0: 2.2257637977600098 (2.3779985772238836) | > loss_gen: 2.3444666862487793 (2.5252455936537848) | > loss_kl: 2.1428627967834473 (2.642057763205634) | > loss_feat: 10.425368309020996 (6.882380273607042) | > loss_mel: 17.684892654418945 (17.937291304270428) | > loss_duration: 2.228649616241455 (2.3210945394304066) | > loss_1: 34.82624053955078 (32.30806954701742)  --> STEP: 19 | > loss_disc: 2.655817985534668 (2.392620651345504) | > loss_disc_real_0: 0.23847684264183044 (0.19594631775429375) | > loss_disc_real_1: 0.22620059549808502 (0.2071063914581349) | > loss_disc_real_2: 0.19463108479976654 (0.2161775811722404) | > loss_disc_real_3: 0.19511863589286804 (0.20916056632995605) | > loss_disc_real_4: 0.23496757447719574 (0.2477877492967405) | > loss_disc_real_5: 0.22791358828544617 (0.2179474054198516) | > loss_0: 2.655817985534668 (2.392620651345504) | > loss_gen: 2.2128663063049316 (2.508804578530161) | > loss_kl: 2.2152180671691895 (2.6195925160458216) | > loss_feat: 6.429750442504883 (6.858557650917454) | > loss_mel: 16.140352249145508 (17.84271556452701) | > loss_duration: 2.295551061630249 (2.319750145861977) | > loss_1: 29.293737411499023 (32.14942048725329)  --> STEP: 20 | > loss_disc: 2.3181118965148926 (2.388895213603974) | > loss_disc_real_0: 0.3160361647605896 (0.20195081010460852) | > loss_disc_real_1: 0.15510493516921997 (0.20450631864368915) | > loss_disc_real_2: 0.25001686811447144 (0.21786954551935195) | > loss_disc_real_3: 0.21832413971424103 (0.2096187449991703) | > loss_disc_real_4: 0.1966349333524704 (0.24523010849952698) | > loss_disc_real_5: 0.1509971171617508 (0.21459989100694657) | > loss_0: 2.3181118965148926 (2.388895213603974) | > loss_gen: 2.5595922470092773 (2.511343961954117) | > loss_kl: 2.10233211517334 (2.5937294960021977) | > loss_feat: 6.1241774559021 (6.821838641166687) | > loss_mel: 17.065523147583008 (17.80385594367981) | > loss_duration: 2.292696475982666 (2.3183974623680115) | > loss_1: 30.144319534301758 (32.049165439605716)  --> STEP: 21 | > loss_disc: 2.5032460689544678 (2.394340492430188) | > loss_disc_real_0: 0.19007626175880432 (0.201385355421475) | > loss_disc_real_1: 0.22033202648162842 (0.20525992377882912) | > loss_disc_real_2: 0.17957714200019836 (0.2160460977327256) | > loss_disc_real_3: 0.16554827988147736 (0.2075201514221373) | > loss_disc_real_4: 0.21062833070755005 (0.24358240479514712) | > loss_disc_real_5: 0.1981721818447113 (0.21381761914207822) | > loss_0: 2.5032460689544678 (2.394340492430188) | > loss_gen: 2.015721559524536 (2.4877428951717557) | > loss_kl: 2.6997604370117188 (2.5987785884312222) | > loss_feat: 5.698695659637451 (6.768355642046247) | > loss_mel: 14.418624877929688 (17.642654464358376) | > loss_duration: 2.1579039096832275 (2.3107549122401645) | > loss_1: 26.990707397460938 (31.808286485217867)  --> STEP: 22 | > loss_disc: 2.4270548820495605 (2.395827510140159) | > loss_disc_real_0: 0.16513654589653015 (0.19973768226125024) | > loss_disc_real_1: 0.2082306295633316 (0.20539495585994286) | > loss_disc_real_2: 0.14513416588306427 (0.21282282810319553) | > loss_disc_real_3: 0.20761708915233612 (0.2075245576826009) | > loss_disc_real_4: 0.2697491943836212 (0.24477180432189594) | > loss_disc_real_5: 0.24948875606060028 (0.2154390344565565) | > loss_0: 2.4270548820495605 (2.395827510140159) | > loss_gen: 2.338533401489258 (2.480960645458915) | > loss_kl: 2.0307841300964355 (2.5729606585069136) | > loss_feat: 8.059293746948242 (6.8270346468145195) | > loss_mel: 18.63773536682129 (17.687885414470326) | > loss_duration: 2.1706953048706055 (2.304388566450639) | > loss_1: 33.23704147338867 (31.873229893771086)  --> STEP: 23 | > loss_disc: 2.299772262573242 (2.391651195028554) | > loss_disc_real_0: 0.1879534274339676 (0.19922532335571622) | > loss_disc_real_1: 0.167878657579422 (0.20376381245644196) | > loss_disc_real_2: 0.17225085198879242 (0.21105882914169974) | > loss_disc_real_3: 0.21297195553779602 (0.20776140106760937) | > loss_disc_real_4: 0.23706062138080597 (0.2444365354983703) | > loss_disc_real_5: 0.23945239186286926 (0.21648309347422226) | > loss_0: 2.299772262573242 (2.391651195028554) | > loss_gen: 2.4968481063842773 (2.4816514046295826) | > loss_kl: 2.223554849624634 (2.5577691015989883) | > loss_feat: 6.727785110473633 (6.822719449582308) | > loss_mel: 17.940202713012695 (17.698855731798254) | > loss_duration: 2.2903783321380615 (2.303779425828353) | > loss_1: 31.678768157958984 (31.864775035692297)  --> STEP: 24 | > loss_disc: 2.239938735961914 (2.3853298425674443) | > loss_disc_real_0: 0.19613617658615112 (0.19909660890698433) | > loss_disc_real_1: 0.2160784900188446 (0.20427692402154207) | > loss_disc_real_2: 0.2386053204536438 (0.21220659961303076) | > loss_disc_real_3: 0.17451968789100647 (0.2063763296852509) | > loss_disc_real_4: 0.18316185474395752 (0.24188342380026975) | > loss_disc_real_5: 0.1430206149816513 (0.21342215687036514) | > loss_0: 2.239938735961914 (2.3853298425674443) | > loss_gen: 2.4961373805999756 (2.4822549869616823) | > loss_kl: 2.5451533794403076 (2.5572434465090432) | > loss_feat: 7.998290538787842 (6.871701578299205) | > loss_mel: 16.285669326782227 (17.63997296492259) | > loss_duration: 2.3719701766967773 (2.3066207071145373) | > loss_1: 31.697219848632812 (31.85779356956482)  --> STEP: 25 | > loss_disc: 2.4510579109191895 (2.387958965301514) | > loss_disc_real_0: 0.24623192846775055 (0.20098202168941498) | > loss_disc_real_1: 0.1906592696905136 (0.20373221784830092) | > loss_disc_real_2: 0.21475769579410553 (0.21230864346027375) | > loss_disc_real_3: 0.1769428700208664 (0.20519899129867553) | > loss_disc_real_4: 0.2591644823551178 (0.24257466614246367) | > loss_disc_real_5: 0.22145994007587433 (0.2137436681985855) | > loss_0: 2.4510579109191895 (2.387958965301514) | > loss_gen: 2.3889920711517334 (2.4785244703292846) | > loss_kl: 2.6453187465667725 (2.5607664585113525) | > loss_feat: 6.648069858551025 (6.862756309509277) | > loss_mel: 16.349407196044922 (17.58835033416748) | > loss_duration: 2.3636417388916016 (2.3089015483856197) | > loss_1: 30.395429611206055 (31.79929901123047)  --> STEP: 26 | > loss_disc: 1.9938312768936157 (2.3728002080550565) | > loss_disc_real_0: 0.1179429143667221 (0.1977882098693114) | > loss_disc_real_1: 0.17343035340309143 (0.20256676152348518) | > loss_disc_real_2: 0.1389792114496231 (0.20948828069063333) | > loss_disc_real_3: 0.13212880492210388 (0.20238859951496124) | > loss_disc_real_4: 0.2668059170246124 (0.24350663733023864) | > loss_disc_real_5: 0.13278281688690186 (0.21062978930198228) | > loss_0: 1.9938312768936157 (2.3728002080550565) | > loss_gen: 2.7098662853240967 (2.48742223244447) | > loss_kl: 2.0063371658325195 (2.539442254946782) | > loss_feat: 12.319131851196289 (7.07261690726647) | > loss_mel: 21.409624099731445 (17.735322402073788) | > loss_duration: 2.2683892250061035 (2.307343382101792) | > loss_1: 40.713348388671875 (32.142147064208984) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024642852636484 (+5.8073263901930756e-05) | > avg_loss_disc: 2.3728002080550565 (-0.1380730363038869) | > avg_loss_disc_real_0: 0.1977882098693114 (+0.07323034265293524) | > avg_loss_disc_real_1: 0.20256676152348518 (-0.00017758974662193672) | > avg_loss_disc_real_2: 0.20948828069063333 (-0.033092230558395386) | > avg_loss_disc_real_3: 0.20238859951496124 (-0.032696990152964234) | > avg_loss_disc_real_4: 0.24350663733023864 (+0.007767384441999287) | > avg_loss_disc_real_5: 0.21062978930198228 (-0.005519720797355354) | > avg_loss_0: 2.3728002080550565 (-0.1380730363038869) | > avg_loss_gen: 2.48742223244447 (+0.18544689508584833) | > avg_loss_kl: 2.539442254946782 (-0.02424181424654437) | > avg_loss_feat: 7.07261690726647 (+0.32394977716299156) | > avg_loss_mel: 17.735322402073788 (-0.17055988311767578) | > avg_loss_duration: 2.307343382101792 (-0.00036091070908828016) | > avg_loss_1: 32.142147064208984 (+0.31423385326678854)  > EPOCH: 423/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:40:48)   --> TIME: 2024-06-11 09:40:53 -- STEP: 9/330 -- GLOBAL_STEP: 227600 | > loss_disc: 2.2764225006103516 (2.3255946106380887) | > loss_disc_real_0: 0.10715097934007645 (0.11008133656448787) | > loss_disc_real_1: 0.19154991209506989 (0.201006434030003) | > loss_disc_real_2: 0.17258700728416443 (0.2020785841676924) | > loss_disc_real_3: 0.21455144882202148 (0.22258012162314522) | > loss_disc_real_4: 0.21821101009845734 (0.22803023126390246) | > loss_disc_real_5: 0.21009111404418945 (0.22449369231859842) | > loss_0: 2.2764225006103516 (2.3255946106380887) | > grad_norm_0: tensor(6.2079, device='cuda:0') (tensor(9.7171, device='cuda:0')) | > loss_gen: 2.551426410675049 (2.460820621914334) | > loss_kl: 1.8071032762527466 (1.8426459630330403) | > loss_feat: 6.949529647827148 (6.61619249979655) | > loss_mel: 18.718595504760742 (18.40759489271376) | > loss_duration: 2.1347246170043945 (2.178248511420356) | > loss_1: 32.161376953125 (31.505501641167534) | > grad_norm_1: tensor(95.4732, device='cuda:0') (tensor(80.8576, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3478 (0.3529639508989122) | > loader_time: 0.0036 (0.0031328731113009984)  --> TIME: 2024-06-11 09:41:02 -- STEP: 34/330 -- GLOBAL_STEP: 227625 | > loss_disc: 2.4197561740875244 (2.3231256569133087) | > loss_disc_real_0: 0.130666121840477 (0.11142320952871267) | > loss_disc_real_1: 0.21975331008434296 (0.2011800658176927) | > loss_disc_real_2: 0.18503302335739136 (0.2082900948384229) | > loss_disc_real_3: 0.22032199800014496 (0.22239060086362503) | > loss_disc_real_4: 0.23468376696109772 (0.22809305392643986) | > loss_disc_real_5: 0.2172858715057373 (0.2182824252282872) | > loss_0: 2.4197561740875244 (2.3231256569133087) | > grad_norm_0: tensor(5.7071, device='cuda:0') (tensor(8.3698, device='cuda:0')) | > loss_gen: 2.3448524475097656 (2.5042353728238274) | > loss_kl: 2.146286725997925 (1.844766073367175) | > loss_feat: 7.135865211486816 (6.945662442375632) | > loss_mel: 18.522846221923828 (18.19694361967199) | > loss_duration: 2.061309337615967 (2.063553098370048) | > loss_1: 32.211158752441406 (31.55516035416547) | > grad_norm_1: tensor(114.4747, device='cuda:0') (tensor(78.7773, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3435 (0.35082302373998303) | > loader_time: 0.0034 (0.003227584502276252)  --> TIME: 2024-06-11 09:41:11 -- STEP: 59/330 -- GLOBAL_STEP: 227650 | > loss_disc: 2.354314088821411 (2.332106448836246) | > loss_disc_real_0: 0.09581245481967926 (0.11269424300072557) | > loss_disc_real_1: 0.20305271446704865 (0.20093837961301966) | > loss_disc_real_2: 0.21659298241138458 (0.20908758549366968) | > loss_disc_real_3: 0.2374759465456009 (0.22579046376680922) | > loss_disc_real_4: 0.21788367629051208 (0.228770664435322) | > loss_disc_real_5: 0.20594064891338348 (0.21862450267298747) | > loss_0: 2.354314088821411 (2.332106448836246) | > grad_norm_0: tensor(7.3962, device='cuda:0') (tensor(9.1171, device='cuda:0')) | > loss_gen: 2.4608097076416016 (2.501128576569638) | > loss_kl: 1.968245029449463 (1.85069165997586) | > loss_feat: 6.9889936447143555 (7.007251674846067) | > loss_mel: 16.807411193847656 (18.127743025957532) | > loss_duration: 1.9728338718414307 (2.036932508824237) | > loss_1: 30.198293685913086 (31.523747363332976) | > grad_norm_1: tensor(219.9491, device='cuda:0') (tensor(93.1736, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.346 (0.3542788432816327) | > loader_time: 0.0037 (0.003331713757272494)  --> TIME: 2024-06-11 09:41:20 -- STEP: 84/330 -- GLOBAL_STEP: 227675 | > loss_disc: 2.343869209289551 (2.335939449923379) | > loss_disc_real_0: 0.13610631227493286 (0.11266095217849527) | > loss_disc_real_1: 0.17266838252544403 (0.20016087964177132) | > loss_disc_real_2: 0.24456407129764557 (0.21008577605798132) | > loss_disc_real_3: 0.19562065601348877 (0.22607578904855818) | > loss_disc_real_4: 0.23031722009181976 (0.2288476304993743) | > loss_disc_real_5: 0.20373953878879547 (0.2203769852362928) | > loss_0: 2.343869209289551 (2.335939449923379) | > grad_norm_0: tensor(7.7210, device='cuda:0') (tensor(10.2980, device='cuda:0')) | > loss_gen: 2.3836886882781982 (2.497684759753091) | > loss_kl: 1.6526455879211426 (1.8618546284380413) | > loss_feat: 7.702512741088867 (7.077677811895098) | > loss_mel: 18.070446014404297 (18.108940283457443) | > loss_duration: 2.094411849975586 (2.0277900993824014) | > loss_1: 31.903703689575195 (31.57394754318964) | > grad_norm_1: tensor(89.8350, device='cuda:0') (tensor(109.9677, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3846 (0.3625150521596272) | > loader_time: 0.0045 (0.003485265232267834)  --> TIME: 2024-06-11 09:41:30 -- STEP: 109/330 -- GLOBAL_STEP: 227700 | > loss_disc: 2.2124388217926025 (2.334591697115417) | > loss_disc_real_0: 0.12108305841684341 (0.11305591566573589) | > loss_disc_real_1: 0.18219342827796936 (0.19998499682737053) | > loss_disc_real_2: 0.21411795914173126 (0.21027071268186656) | > loss_disc_real_3: 0.2017965316772461 (0.22574544144332956) | > loss_disc_real_4: 0.21569234132766724 (0.2283007822452335) | > loss_disc_real_5: 0.17784562706947327 (0.21867330317650366) | > loss_0: 2.2124388217926025 (2.334591697115417) | > grad_norm_0: tensor(5.2531, device='cuda:0') (tensor(10.0608, device='cuda:0')) | > loss_gen: 2.6386826038360596 (2.4973745849154403) | > loss_kl: 2.078831195831299 (1.8783999200260968) | > loss_feat: 7.432138442993164 (7.064599334646802) | > loss_mel: 18.202007293701172 (18.076814651489254) | > loss_duration: 1.9904532432556152 (2.0275218563342317) | > loss_1: 32.34211349487305 (31.54471033428787) | > grad_norm_1: tensor(115.3955, device='cuda:0') (tensor(108.5917, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3718 (0.3656605011826261) | > loader_time: 0.0038 (0.0036072381045840203)  --> TIME: 2024-06-11 09:41:40 -- STEP: 134/330 -- GLOBAL_STEP: 227725 | > loss_disc: 2.3814778327941895 (2.3406293392181396) | > loss_disc_real_0: 0.11785662174224854 (0.11327533223735753) | > loss_disc_real_1: 0.2034255415201187 (0.19998434830957385) | > loss_disc_real_2: 0.20166797935962677 (0.21057292185167767) | > loss_disc_real_3: 0.25557735562324524 (0.22741763249262056) | > loss_disc_real_4: 0.22781716287136078 (0.22913994317624106) | > loss_disc_real_5: 0.24254369735717773 (0.22023388231868174) | > loss_0: 2.3814778327941895 (2.3406293392181396) | > grad_norm_0: tensor(4.5121, device='cuda:0') (tensor(10.3458, device='cuda:0')) | > loss_gen: 2.3069422245025635 (2.497518566117357) | > loss_kl: 1.9016313552856445 (1.8919897319665595) | > loss_feat: 7.788723468780518 (7.100700759175998) | > loss_mel: 18.790124893188477 (18.115994040645766) | > loss_duration: 2.0521316528320312 (2.0305428914169767) | > loss_1: 32.83955383300781 (31.636745979536826) | > grad_norm_1: tensor(158.6423, device='cuda:0') (tensor(111.4565, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3733 (0.3676543271363671) | > loader_time: 0.0048 (0.003748249651780769)  --> TIME: 2024-06-11 09:41:49 -- STEP: 159/330 -- GLOBAL_STEP: 227750 | > loss_disc: 2.3918304443359375 (2.343397251465036) | > loss_disc_real_0: 0.08696877211332321 (0.11426759333168186) | > loss_disc_real_1: 0.20976699888706207 (0.2003490143227128) | > loss_disc_real_2: 0.2375158816576004 (0.21023254237085018) | > loss_disc_real_3: 0.19693373143672943 (0.22665239626881462) | > loss_disc_real_4: 0.2029065191745758 (0.22827668319333275) | > loss_disc_real_5: 0.2009519636631012 (0.22034369146673935) | > loss_0: 2.3918304443359375 (2.343397251465036) | > grad_norm_0: tensor(26.6891, device='cuda:0') (tensor(12.6749, device='cuda:0')) | > loss_gen: 2.5435094833374023 (2.4968494109387662) | > loss_kl: 1.9767342805862427 (1.9042341514203533) | > loss_feat: 7.667268753051758 (7.106634697824153) | > loss_mel: 18.061298370361328 (18.109249498859132) | > loss_duration: 2.03720760345459 (2.032534998167985) | > loss_1: 32.28601837158203 (31.64950277220528) | > grad_norm_1: tensor(332.3435, device='cuda:0') (tensor(131.3796, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3631 (0.3694327027542786) | > loader_time: 0.0041 (0.00386166272673217)  --> TIME: 2024-06-11 09:41:59 -- STEP: 184/330 -- GLOBAL_STEP: 227775 | > loss_disc: 2.234309673309326 (2.349228146283521) | > loss_disc_real_0: 0.08111315965652466 (0.11487717043770396) | > loss_disc_real_1: 0.18719570338726044 (0.20073363120141244) | > loss_disc_real_2: 0.24999099969863892 (0.21176277084842973) | > loss_disc_real_3: 0.22723478078842163 (0.2272884567146716) | > loss_disc_real_4: 0.22812442481517792 (0.22835631652370744) | > loss_disc_real_5: 0.20959724485874176 (0.22046642426563345) | > loss_0: 2.234309673309326 (2.349228146283521) | > grad_norm_0: tensor(28.6330, device='cuda:0') (tensor(16.3249, device='cuda:0')) | > loss_gen: 2.6523637771606445 (2.497225445249805) | > loss_kl: 1.9210892915725708 (1.907481595225956) | > loss_feat: 7.575224876403809 (7.09638088941574) | > loss_mel: 18.10793685913086 (18.080427138701726) | > loss_duration: 2.087625503540039 (2.03853844559711) | > loss_1: 32.34423828125 (31.62005350900733) | > grad_norm_1: tensor(358.5735, device='cuda:0') (tensor(160.6600, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.3892 (0.3723529577255249) | > loader_time: 0.0052 (0.003972192173418791)  --> TIME: 2024-06-11 09:42:09 -- STEP: 209/330 -- GLOBAL_STEP: 227800 | > loss_disc: 2.4133644104003906 (2.3492775043232) | > loss_disc_real_0: 0.1399645060300827 (0.1155528536324866) | > loss_disc_real_1: 0.200906440615654 (0.20066622662487218) | > loss_disc_real_2: 0.2189006209373474 (0.2116236044316771) | > loss_disc_real_3: 0.24176961183547974 (0.2274594232796482) | > loss_disc_real_4: 0.24623623490333557 (0.22871155010170913) | > loss_disc_real_5: 0.18147920072078705 (0.2207118863124026) | > loss_0: 2.4133644104003906 (2.3492775043232) | > grad_norm_0: tensor(80.4167, device='cuda:0') (tensor(19.2971, device='cuda:0')) | > loss_gen: 2.465988874435425 (2.505696766684499) | > loss_kl: 2.0855114459991455 (1.9138697072079307) | > loss_feat: 7.21011209487915 (7.1151779690427635) | > loss_mel: 17.480396270751953 (18.03620814820797) | > loss_duration: 2.1117100715637207 (2.045558543866903) | > loss_1: 31.353717803955078 (31.6165111669513) | > grad_norm_1: tensor(427.6890, device='cuda:0') (tensor(184.8177, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.4108 (0.375188719142567) | > loader_time: 0.005 (0.004096521715228066)  --> TIME: 2024-06-11 09:42:20 -- STEP: 234/330 -- GLOBAL_STEP: 227825 | > loss_disc: 2.3767504692077637 (2.348816335710703) | > loss_disc_real_0: 0.15923970937728882 (0.11606047085971914) | > loss_disc_real_1: 0.20033018290996552 (0.20008395924272707) | > loss_disc_real_2: 0.21528835594654083 (0.2114996606977577) | > loss_disc_real_3: 0.2386685460805893 (0.2279521687927409) | > loss_disc_real_4: 0.235459104180336 (0.2285710050382166) | > loss_disc_real_5: 0.21251054108142853 (0.22093741315552312) | > loss_0: 2.3767504692077637 (2.348816335710703) | > grad_norm_0: tensor(54.2693, device='cuda:0') (tensor(22.4621, device='cuda:0')) | > loss_gen: 2.6072185039520264 (2.5094137008373543) | > loss_kl: 1.7754909992218018 (1.915823699062706) | > loss_feat: 6.773553371429443 (7.114068300296098) | > loss_mel: 17.585878372192383 (17.996871614048633) | > loss_duration: 2.1158032417297363 (2.0531160403520654) | > loss_1: 30.857942581176758 (31.589293349502434) | > grad_norm_1: tensor(364.7797, device='cuda:0') (tensor(207.0450, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.4241 (0.3792243177055294) | > loader_time: 0.0051 (0.004228783468914846)  --> TIME: 2024-06-11 09:42:31 -- STEP: 259/330 -- GLOBAL_STEP: 227850 | > loss_disc: 2.2668328285217285 (2.3480109395207567) | > loss_disc_real_0: 0.10430188477039337 (0.11614119943274494) | > loss_disc_real_1: 0.21650569140911102 (0.2002989832153652) | > loss_disc_real_2: 0.2111532986164093 (0.21174098729627014) | > loss_disc_real_3: 0.20979909598827362 (0.22757640101274468) | > loss_disc_real_4: 0.20500080287456512 (0.2281425805855902) | > loss_disc_real_5: 0.19065189361572266 (0.22061409890421568) | > loss_0: 2.2668328285217285 (2.3480109395207567) | > grad_norm_0: tensor(28.2254, device='cuda:0') (tensor(23.7149, device='cuda:0')) | > loss_gen: 2.5521416664123535 (2.5097867991473213) | > loss_kl: 1.9406578540802002 (1.9186676579552728) | > loss_feat: 7.433029651641846 (7.1282751716702135) | > loss_mel: 18.11041831970215 (17.974511098677596) | > loss_duration: 2.154756546020508 (2.060214040822505) | > loss_1: 32.191001892089844 (31.591454782080927) | > grad_norm_1: tensor(144.5083, device='cuda:0') (tensor(223.5005, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.4443 (0.3837825313037887) | > loader_time: 0.0055 (0.004371652271756793)  --> TIME: 2024-06-11 09:42:42 -- STEP: 284/330 -- GLOBAL_STEP: 227875 | > loss_disc: 2.337263584136963 (2.3506774784813445) | > loss_disc_real_0: 0.11630000919103622 (0.11654701251798952) | > loss_disc_real_1: 0.22370555996894836 (0.20073224158144334) | > loss_disc_real_2: 0.22080814838409424 (0.212420082428086) | > loss_disc_real_3: 0.21926431357860565 (0.22797647884614036) | > loss_disc_real_4: 0.21018390357494354 (0.2280133105814457) | > loss_disc_real_5: 0.21340370178222656 (0.22052716322138277) | > loss_0: 2.337263584136963 (2.3506774784813445) | > grad_norm_0: tensor(23.9949, device='cuda:0') (tensor(25.3600, device='cuda:0')) | > loss_gen: 2.525193214416504 (2.5101826954895334) | > loss_kl: 2.0305402278900146 (1.9251329777106432) | > loss_feat: 7.108817100524902 (7.142661734366079) | > loss_mel: 17.60064125061035 (17.932822549846815) | > loss_duration: 2.1614532470703125 (2.069221143151674) | > loss_1: 31.42664337158203 (31.580021092589472) | > grad_norm_1: tensor(246.3443, device='cuda:0') (tensor(243.6877, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.4633 (0.3894266351847582) | > loader_time: 0.0059 (0.004522660248716111)  --> TIME: 2024-06-11 09:42:55 -- STEP: 309/330 -- GLOBAL_STEP: 227900 | > loss_disc: 2.564138412475586 (2.3538439428150437) | > loss_disc_real_0: 0.13914667069911957 (0.11761850275364509) | > loss_disc_real_1: 0.2506350874900818 (0.2014018139985773) | > loss_disc_real_2: 0.26484182476997375 (0.21303228069470542) | > loss_disc_real_3: 0.2704324722290039 (0.22799573573479764) | > loss_disc_real_4: 0.2603090703487396 (0.22772536458128093) | > loss_disc_real_5: 0.24870114028453827 (0.22031777557045895) | > loss_0: 2.564138412475586 (2.3538439428150437) | > grad_norm_0: tensor(29.6561, device='cuda:0') (tensor(26.3470, device='cuda:0')) | > loss_gen: 2.370805501937866 (2.5049699502469647) | > loss_kl: 2.0557878017425537 (1.9297249120415993) | > loss_feat: 6.74945068359375 (7.146584679007913) | > loss_mel: 16.835098266601562 (17.890052159627288) | > loss_duration: 2.2499561309814453 (2.0804523858437656) | > loss_1: 30.261098861694336 (31.551784095640706) | > grad_norm_1: tensor(521.0725, device='cuda:0') (tensor(256.9011, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.4913 (0.39650088066422046) | > loader_time: 0.0072 (0.00468216821985337)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5996592044830322 (2.5996592044830322) | > loss_disc_real_0: 0.07164084166288376 (0.07164084166288376) | > loss_disc_real_1: 0.2773166596889496 (0.2773166596889496) | > loss_disc_real_2: 0.2161528766155243 (0.2161528766155243) | > loss_disc_real_3: 0.2371746003627777 (0.2371746003627777) | > loss_disc_real_4: 0.23719218373298645 (0.23719218373298645) | > loss_disc_real_5: 0.25977569818496704 (0.25977569818496704) | > loss_0: 2.5996592044830322 (2.5996592044830322) | > loss_gen: 1.965561866760254 (1.965561866760254) | > loss_kl: 2.3856592178344727 (2.3856592178344727) | > loss_feat: 4.114370822906494 (4.114370822906494) | > loss_mel: 14.064534187316895 (14.064534187316895) | > loss_duration: 2.7880680561065674 (2.7880680561065674) | > loss_1: 25.318193435668945 (25.318193435668945)  --> STEP: 1 | > loss_disc: 2.249342918395996 (2.249342918395996) | > loss_disc_real_0: 0.07829887419939041 (0.07829887419939041) | > loss_disc_real_1: 0.2030387967824936 (0.2030387967824936) | > loss_disc_real_2: 0.17094388604164124 (0.17094388604164124) | > loss_disc_real_3: 0.22790780663490295 (0.22790780663490295) | > loss_disc_real_4: 0.18951953947544098 (0.18951953947544098) | > loss_disc_real_5: 0.15549048781394958 (0.15549048781394958) | > loss_0: 2.249342918395996 (2.249342918395996) | > loss_gen: 2.1352834701538086 (2.1352834701538086) | > loss_kl: 2.6905465126037598 (2.6905465126037598) | > loss_feat: 5.943125247955322 (5.943125247955322) | > loss_mel: 19.38056182861328 (19.38056182861328) | > loss_duration: 2.395700216293335 (2.395700216293335) | > loss_1: 32.54521560668945 (32.54521560668945)  --> STEP: 2 | > loss_disc: 2.423449754714966 (2.336396336555481) | > loss_disc_real_0: 0.05321139469742775 (0.06575513444840908) | > loss_disc_real_1: 0.19661936163902283 (0.1998290792107582) | > loss_disc_real_2: 0.24386578798294067 (0.20740483701229095) | > loss_disc_real_3: 0.22665280103683472 (0.22728030383586884) | > loss_disc_real_4: 0.20753978192806244 (0.1985296607017517) | > loss_disc_real_5: 0.31349077820777893 (0.23449063301086426) | > loss_0: 2.423449754714966 (2.336396336555481) | > loss_gen: 2.270404577255249 (2.202844023704529) | > loss_kl: 2.778931140899658 (2.734738826751709) | > loss_feat: 5.71002197265625 (5.826573610305786) | > loss_mel: 18.670509338378906 (19.025535583496094) | > loss_duration: 2.499328136444092 (2.4475141763687134) | > loss_1: 31.929195404052734 (32.237205505371094)  --> STEP: 3 | > loss_disc: 2.436228036880493 (2.369673569997152) | > loss_disc_real_0: 0.08928120136260986 (0.07359715675314267) | > loss_disc_real_1: 0.22559398412704468 (0.20841738084952036) | > loss_disc_real_2: 0.2525850236415863 (0.22246489922205606) | > loss_disc_real_3: 0.18832598626613617 (0.2142955313126246) | > loss_disc_real_4: 0.21455097198486328 (0.20387009779612222) | > loss_disc_real_5: 0.17560403048992157 (0.21486176550388336) | > loss_0: 2.436228036880493 (2.369673569997152) | > loss_gen: 2.0111236572265625 (2.13893723487854) | > loss_kl: 3.0153863430023193 (2.8282879988352456) | > loss_feat: 4.612117290496826 (5.421754837036133) | > loss_mel: 15.135878562927246 (17.728983243306477) | > loss_duration: 2.299205780029297 (2.3980780442555747) | > loss_1: 27.073711395263672 (30.516040802001953)  --> STEP: 4 | > loss_disc: 2.299607038497925 (2.352156937122345) | > loss_disc_real_0: 0.0899154543876648 (0.0776767311617732) | > loss_disc_real_1: 0.17684535682201385 (0.20052437484264374) | > loss_disc_real_2: 0.27521342039108276 (0.23565202951431274) | > loss_disc_real_3: 0.23041187226772308 (0.21832461655139923) | > loss_disc_real_4: 0.17331957817077637 (0.19623246788978577) | > loss_disc_real_5: 0.24961866438388824 (0.22355099022388458) | > loss_0: 2.299607038497925 (2.352156937122345) | > loss_gen: 2.502779722213745 (2.2298978567123413) | > loss_kl: 3.5412991046905518 (3.0065407752990723) | > loss_feat: 9.068331718444824 (6.333399057388306) | > loss_mel: 18.707124710083008 (17.97351861000061) | > loss_duration: 2.257208824157715 (2.3628607392311096) | > loss_1: 36.076744079589844 (31.906216621398926)  --> STEP: 5 | > loss_disc: 2.434812068939209 (2.368687963485718) | > loss_disc_real_0: 0.14234040677547455 (0.09060946628451347) | > loss_disc_real_1: 0.21993735432624817 (0.20440697073936462) | > loss_disc_real_2: 0.20717312395572662 (0.22995624840259551) | > loss_disc_real_3: 0.2288074791431427 (0.22042118906974792) | > loss_disc_real_4: 0.2099800854921341 (0.19898199141025544) | > loss_disc_real_5: 0.15740931034088135 (0.21032265424728394) | > loss_0: 2.434812068939209 (2.368687963485718) | > loss_gen: 2.285219192504883 (2.2409621238708497) | > loss_kl: 2.736964225769043 (2.9526254653930666) | > loss_feat: 5.429289817810059 (6.152577209472656) | > loss_mel: 19.50617027282715 (18.28004894256592) | > loss_duration: 2.3965704441070557 (2.369602680206299) | > loss_1: 32.35421371459961 (31.995816040039063)  --> STEP: 6 | > loss_disc: 2.2823076248168945 (2.354291240374247) | > loss_disc_real_0: 0.1856677234172821 (0.10645250913997491) | > loss_disc_real_1: 0.196859672665596 (0.20314908772706985) | > loss_disc_real_2: 0.22908490896224976 (0.2298110251625379) | > loss_disc_real_3: 0.21297167241573334 (0.21917960296074548) | > loss_disc_real_4: 0.17132459580898285 (0.19437242547671) | > loss_disc_real_5: 0.1955135315656662 (0.20785446713368097) | > loss_0: 2.2823076248168945 (2.354291240374247) | > loss_gen: 2.646409749984741 (2.308536728223165) | > loss_kl: 2.8116469383239746 (2.9291290442148843) | > loss_feat: 8.284008026123047 (6.507815678914388) | > loss_mel: 20.861553192138672 (18.710299650828045) | > loss_duration: 2.151379346847534 (2.333232124646505) | > loss_1: 36.75499725341797 (32.78901290893555)  --> STEP: 7 | > loss_disc: 2.5846948623657227 (2.3872060435158864) | > loss_disc_real_0: 0.10525596886873245 (0.1062815748155117) | > loss_disc_real_1: 0.27827098965644836 (0.21388078800269536) | > loss_disc_real_2: 0.18770699203014374 (0.22379616328648158) | > loss_disc_real_3: 0.2205234318971634 (0.21937157852309092) | > loss_disc_real_4: 0.2656411826610565 (0.2045536765030452) | > loss_disc_real_5: 0.2707468569278717 (0.2168390942471368) | > loss_0: 2.5846948623657227 (2.3872060435158864) | > loss_gen: 2.0169060230255127 (2.2668751989092146) | > loss_kl: 4.00051212310791 (3.082183769771031) | > loss_feat: 4.827144145965576 (6.267719745635986) | > loss_mel: 16.790897369384766 (18.436099324907577) | > loss_duration: 2.5480220317840576 (2.3639163970947266) | > loss_1: 30.183481216430664 (32.41679409572056)  --> STEP: 8 | > loss_disc: 2.61153244972229 (2.415246844291687) | > loss_disc_real_0: 0.20098917186260223 (0.11812002444639802) | > loss_disc_real_1: 0.2791418731212616 (0.22203842364251614) | > loss_disc_real_2: 0.17499034106731415 (0.21769543550908566) | > loss_disc_real_3: 0.1909922957420349 (0.2158241681754589) | > loss_disc_real_4: 0.2005709558725357 (0.20405583642423153) | > loss_disc_real_5: 0.182075634598732 (0.2124936617910862) | > loss_0: 2.61153244972229 (2.415246844291687) | > loss_gen: 2.179772138595581 (2.2559873163700104) | > loss_kl: 3.1387686729431152 (3.0892568826675415) | > loss_feat: 9.844247817993164 (6.7147857546806335) | > loss_mel: 20.395849227905273 (18.681068062782288) | > loss_duration: 2.2112674713134766 (2.3448352813720703) | > loss_1: 37.76990509033203 (33.085932970047)  --> STEP: 9 | > loss_disc: 2.4260501861572266 (2.4164472156100802) | > loss_disc_real_0: 0.10295844078063965 (0.11643540403909153) | > loss_disc_real_1: 0.2296253740787506 (0.22288141813543108) | > loss_disc_real_2: 0.2545883357524872 (0.22179464664724138) | > loss_disc_real_3: 0.25037068128585815 (0.21966266963216993) | > loss_disc_real_4: 0.23342262208461761 (0.20731881260871887) | > loss_disc_real_5: 0.22641386091709137 (0.21404035058286455) | > loss_0: 2.4260501861572266 (2.4164472156100802) | > loss_gen: 2.3652234077453613 (2.2681246598561606) | > loss_kl: 2.350466012954712 (3.007169008255005) | > loss_feat: 7.940013885498047 (6.850922213660346) | > loss_mel: 19.201745986938477 (18.73892116546631) | > loss_duration: 2.119391918182373 (2.3197860187954373) | > loss_1: 33.97684097290039 (33.184922748141815)  --> STEP: 10 | > loss_disc: 2.4489805698394775 (2.41970055103302) | > loss_disc_real_0: 0.1388143002986908 (0.11867329366505146) | > loss_disc_real_1: 0.2673317492008209 (0.22732645124197007) | > loss_disc_real_2: 0.2724325954914093 (0.22685844153165818) | > loss_disc_real_3: 0.2677995264530182 (0.22447635531425475) | > loss_disc_real_4: 0.26527875661849976 (0.21311480700969695) | > loss_disc_real_5: 0.2503393888473511 (0.2176702544093132) | > loss_0: 2.4489805698394775 (2.41970055103302) | > loss_gen: 2.6505162715911865 (2.306363821029663) | > loss_kl: 3.130631685256958 (3.0195152759552) | > loss_feat: 5.506799697875977 (6.7165099620819095) | > loss_mel: 15.589085578918457 (18.423937606811524) | > loss_duration: 2.3560643196105957 (2.323413848876953) | > loss_1: 29.233097076416016 (32.78974018096924)  --> STEP: 11 | > loss_disc: 2.7267866134643555 (2.447617465799505) | > loss_disc_real_0: 0.18585127592086792 (0.12478038296103477) | > loss_disc_real_1: 0.2299303263425827 (0.22756316716020758) | > loss_disc_real_2: 0.23491044342517853 (0.2275904417037964) | > loss_disc_real_3: 0.27280527353286743 (0.22886989333412863) | > loss_disc_real_4: 0.26296696066856384 (0.21764682097868485) | > loss_disc_real_5: 0.37377116084098816 (0.23186124590310184) | > loss_0: 2.7267866134643555 (2.447617465799505) | > loss_gen: 2.246732473373413 (2.3009427894245493) | > loss_kl: 2.798746109008789 (2.9994453516873447) | > loss_feat: 6.294449806213379 (6.678140857002952) | > loss_mel: 18.554523468017578 (18.435809048739348) | > loss_duration: 2.40563702583313 (2.3308886831456963) | > loss_1: 32.30009078979492 (32.74522659995339)  --> STEP: 12 | > loss_disc: 2.3406524658203125 (2.438703715801239) | > loss_disc_real_0: 0.0863441452383995 (0.12157736315081517) | > loss_disc_real_1: 0.16597260534763336 (0.22243062034249306) | > loss_disc_real_2: 0.24658411741256714 (0.22917324801286063) | > loss_disc_real_3: 0.20780014991760254 (0.22711408138275146) | > loss_disc_real_4: 0.17445842921733856 (0.214047788331906) | > loss_disc_real_5: 0.19295643270015717 (0.2286191781361898) | > loss_0: 2.3406524658203125 (2.438703715801239) | > loss_gen: 2.0989372730255127 (2.2841089963912964) | > loss_kl: 2.6992759704589844 (2.9744312365849814) | > loss_feat: 6.173094749450684 (6.636053681373596) | > loss_mel: 16.18168830871582 (18.247965653737385) | > loss_duration: 2.2520508766174316 (2.3243188659350076) | > loss_1: 29.405046463012695 (32.466878255208336)  --> STEP: 13 | > loss_disc: 2.473492383956909 (2.4413797671978292) | > loss_disc_real_0: 0.11550115793943405 (0.1211099627499397) | > loss_disc_real_1: 0.3011036813259125 (0.22848239426429456) | > loss_disc_real_2: 0.19217245280742645 (0.22632703299705798) | > loss_disc_real_3: 0.2568064332008362 (0.22939810844568106) | > loss_disc_real_4: 0.20460155606269836 (0.21332115508042848) | > loss_disc_real_5: 0.2176995575428009 (0.2277792073213137) | > loss_0: 2.473492383956909 (2.4413797671978292) | > loss_gen: 2.2697370052337646 (2.2830034586099477) | > loss_kl: 2.6308438777923584 (2.9480014397547794) | > loss_feat: 7.53334379196167 (6.705075997572679) | > loss_mel: 18.20522117614746 (18.2446776169997) | > loss_duration: 2.2096447944641113 (2.3154977835141697) | > loss_1: 32.84878921508789 (32.49625602135291)  --> STEP: 14 | > loss_disc: 2.4081320762634277 (2.4390049321310863) | > loss_disc_real_0: 0.060949988663196564 (0.11681282174374376) | > loss_disc_real_1: 0.17612361907958984 (0.22474248175110137) | > loss_disc_real_2: 0.1927458494901657 (0.22392837703227997) | > loss_disc_real_3: 0.22559790313243866 (0.2291266652090209) | > loss_disc_real_4: 0.2590482234954834 (0.21658737425293242) | > loss_disc_real_5: 0.27988743782043457 (0.23150122378553664) | > loss_0: 2.4081320762634277 (2.4390049321310863) | > loss_gen: 2.231245994567871 (2.2793064968926564) | > loss_kl: 3.4151480197906494 (2.9813690526144847) | > loss_feat: 6.1670942306518555 (6.666648728506906) | > loss_mel: 18.981327056884766 (18.297295434134348) | > loss_duration: 2.427407741546631 (2.3234913519450595) | > loss_1: 33.22222137451172 (32.54811068943569)  --> STEP: 15 | > loss_disc: 2.411780595779419 (2.437189976374308) | > loss_disc_real_0: 0.09729916602373123 (0.1155119113624096) | > loss_disc_real_1: 0.2291281521320343 (0.2250348597764969) | > loss_disc_real_2: 0.22074797749519348 (0.2237163503964742) | > loss_disc_real_3: 0.21781980991363525 (0.22837287485599517) | > loss_disc_real_4: 0.198094442486763 (0.21535451213518778) | > loss_disc_real_5: 0.23536626994609833 (0.23175889352957407) | > loss_0: 2.411780595779419 (2.437189976374308) | > loss_gen: 2.3718247413635254 (2.2854743798573813) | > loss_kl: 3.591282606124878 (3.0220299561818442) | > loss_feat: 6.783729076385498 (6.674454085032145) | > loss_mel: 18.046375274658203 (18.280567423502603) | > loss_duration: 2.3332531452178955 (2.3241421381632485) | > loss_1: 33.12646484375 (32.58666763305664)  --> STEP: 16 | > loss_disc: 2.6428399085998535 (2.450043097138405) | > loss_disc_real_0: 0.14171305298805237 (0.11714948271401227) | > loss_disc_real_1: 0.17097006738185883 (0.221655810251832) | > loss_disc_real_2: 0.28327465057373047 (0.22743874415755272) | > loss_disc_real_3: 0.3089044690132141 (0.23340609949082136) | > loss_disc_real_4: 0.219873309135437 (0.21563693694770336) | > loss_disc_real_5: 0.35234853625297546 (0.23929574619978666) | > loss_0: 2.6428399085998535 (2.450043097138405) | > loss_gen: 2.293036699295044 (2.285947024822235) | > loss_kl: 2.7604174613952637 (3.005679175257683) | > loss_feat: 7.657393932342529 (6.735887825489044) | > loss_mel: 17.385173797607422 (18.224605321884155) | > loss_duration: 2.355739116668701 (2.3261169493198395) | > loss_1: 32.45176315307617 (32.57823610305786)  --> STEP: 17 | > loss_disc: 2.586275339126587 (2.458056758431827) | > loss_disc_real_0: 0.1517772376537323 (0.11918640947517227) | > loss_disc_real_1: 0.2172546684741974 (0.22139691955902996) | > loss_disc_real_2: 0.2699820399284363 (0.22994129096760468) | > loss_disc_real_3: 0.2431728094816208 (0.23398061184322133) | > loss_disc_real_4: 0.2501101493835449 (0.2176647729733411) | > loss_disc_real_5: 0.32633382081985474 (0.2444156329421436) | > loss_0: 2.586275339126587 (2.458056758431827) | > loss_gen: 2.3096823692321777 (2.2873432215522316) | > loss_kl: 2.355485200881958 (2.96743247088264) | > loss_feat: 5.994875907897949 (6.692298889160156) | > loss_mel: 19.000919342041016 (18.270270852481616) | > loss_duration: 2.387171983718872 (2.329708421931547) | > loss_1: 32.048133850097656 (32.54705361758961)  --> STEP: 18 | > loss_disc: 2.251112461090088 (2.446559853023953) | > loss_disc_real_0: 0.052213072776794434 (0.1154656685474846) | > loss_disc_real_1: 0.1706579178571701 (0.21857808613114887) | > loss_disc_real_2: 0.2282385379076004 (0.22984669357538223) | > loss_disc_real_3: 0.18082131445407867 (0.23102731754382452) | > loss_disc_real_4: 0.1561155766248703 (0.21424537317620385) | > loss_disc_real_5: 0.17968975007534027 (0.24081975056065452) | > loss_0: 2.251112461090088 (2.446559853023953) | > loss_gen: 2.189779281616211 (2.2819230026668973) | > loss_kl: 2.4568521976470947 (2.939066900147332) | > loss_feat: 8.20491886138916 (6.776333332061768) | > loss_mel: 20.875003814697266 (18.414978239271377) | > loss_duration: 2.2583534717559814 (2.3257442580329046) | > loss_1: 35.98490905761719 (32.738045586480034)  --> STEP: 19 | > loss_disc: 2.290705919265747 (2.4383570144051) | > loss_disc_real_0: 0.11631535738706589 (0.11551038901272573) | > loss_disc_real_1: 0.2617120146751404 (0.2208482928966221) | > loss_disc_real_2: 0.1515224426984787 (0.225724364581861) | > loss_disc_real_3: 0.18146438896656036 (0.22841874235554746) | > loss_disc_real_4: 0.11957403272390366 (0.2092626710471354) | > loss_disc_real_5: 0.209992453455925 (0.23919726123935298) | > loss_0: 2.290705919265747 (2.4383570144051) | > loss_gen: 2.1375367641448975 (2.2743237269552132) | > loss_kl: 2.0289180278778076 (2.8911643279226205) | > loss_feat: 8.769763946533203 (6.881250732823422) | > loss_mel: 18.67999839782715 (18.42892666866905) | > loss_duration: 2.3122243881225586 (2.32503268593236) | > loss_1: 33.92844009399414 (32.800697928980775)  --> STEP: 20 | > loss_disc: 2.4057273864746094 (2.4367255330085755) | > loss_disc_real_0: 0.08409968763589859 (0.11393985394388437) | > loss_disc_real_1: 0.2508739233016968 (0.22234957441687583) | > loss_disc_real_2: 0.19059154391288757 (0.22396772354841232) | > loss_disc_real_3: 0.156199648976326 (0.22480778768658638) | > loss_disc_real_4: 0.19199898838996887 (0.20839948691427707) | > loss_disc_real_5: 0.22796112298965454 (0.23863545432686806) | > loss_0: 2.4057273864746094 (2.4367255330085755) | > loss_gen: 2.4700775146484375 (2.2841114163398744) | > loss_kl: 2.3204002380371094 (2.8626261234283445) | > loss_feat: 6.8810648918151855 (6.88124144077301) | > loss_mel: 18.134775161743164 (18.414219093322753) | > loss_duration: 2.2881197929382324 (2.3231870412826536) | > loss_1: 32.09443664550781 (32.76538486480713)  --> STEP: 21 | > loss_disc: 2.299966335296631 (2.4302131902603876) | > loss_disc_real_0: 0.1028105765581131 (0.11340988835408575) | > loss_disc_real_1: 0.20468223094940186 (0.22150827234699613) | > loss_disc_real_2: 0.1751479059457779 (0.22164297032923924) | > loss_disc_real_3: 0.2891297936439514 (0.22787074035122282) | > loss_disc_real_4: 0.1933128833770752 (0.20768107722202936) | > loss_disc_real_5: 0.2204837054014206 (0.23777108533041819) | > loss_0: 2.299966335296631 (2.4302131902603876) | > loss_gen: 2.514131546020508 (2.295064755848476) | > loss_kl: 2.0632827281951904 (2.824562152226766) | > loss_feat: 7.066628456115723 (6.890069393884568) | > loss_mel: 17.712589263916016 (18.38080814906529) | > loss_duration: 2.155937671661377 (2.3152227855864025) | > loss_1: 31.512569427490234 (32.70572698683966)  --> STEP: 22 | > loss_disc: 2.0917305946350098 (2.4148276177319614) | > loss_disc_real_0: 0.10386987030506134 (0.11297625117003918) | > loss_disc_real_1: 0.21198120713233948 (0.2210752239281481) | > loss_disc_real_2: 0.12632985413074493 (0.21731055595658041) | > loss_disc_real_3: 0.21546804904937744 (0.2273069816556844) | > loss_disc_real_4: 0.19902744889259338 (0.20728773047978227) | > loss_disc_real_5: 0.2596510648727417 (0.23876562985506924) | > loss_0: 2.0917305946350098 (2.4148276177319614) | > loss_gen: 2.4977102279663086 (2.3042759136720137) | > loss_kl: 2.616276264190674 (2.8150946118614892) | > loss_feat: 7.7174530029296875 (6.927677739750255) | > loss_mel: 20.5324649810791 (18.478610732338648) | > loss_duration: 2.209695339202881 (2.3104260834780606) | > loss_1: 35.5735969543457 (32.83608471263539)  --> STEP: 23 | > loss_disc: 2.6037871837615967 (2.4230432510375977) | > loss_disc_real_0: 0.16174760460853577 (0.1150967447977999) | > loss_disc_real_1: 0.2419622391462326 (0.22198335502458655) | > loss_disc_real_2: 0.2353166788816452 (0.21809343086636584) | > loss_disc_real_3: 0.3029085695743561 (0.23059400721736575) | > loss_disc_real_4: 0.2125159204006195 (0.20751504308503607) | > loss_disc_real_5: 0.24690301716327667 (0.23911942930325217) | > loss_0: 2.6037871837615967 (2.4230432510375977) | > loss_gen: 2.2310900688171387 (2.301093920417454) | > loss_kl: 2.222743511199951 (2.7893402161805527) | > loss_feat: 6.22144889831543 (6.896972137948741) | > loss_mel: 15.925069808959961 (18.36758721393088) | > loss_duration: 2.286456346511841 (2.3093839210012685) | > loss_1: 28.886810302734375 (32.66437712959622)  --> STEP: 24 | > loss_disc: 2.1934797763824463 (2.4134781062602997) | > loss_disc_real_0: 0.10110636800527573 (0.11451381243144472) | > loss_disc_real_1: 0.20315423607826233 (0.22119880840182304) | > loss_disc_real_2: 0.18722908198833466 (0.2168074163297812) | > loss_disc_real_3: 0.2533864676952362 (0.23154369307061037) | > loss_disc_real_4: 0.21389643847942352 (0.2077809345598022) | > loss_disc_real_5: 0.23328037559986115 (0.23887613539894423) | > loss_0: 2.1934797763824463 (2.4134781062602997) | > loss_gen: 2.6532206535339355 (2.3157658676306405) | > loss_kl: 2.738394021987915 (2.787217458089193) | > loss_feat: 6.188796043395996 (6.86746480067571) | > loss_mel: 19.284006118774414 (18.405771334966026) | > loss_duration: 2.4147329330444336 (2.3137734631697335) | > loss_1: 33.279151916503906 (32.68999274571737)  --> STEP: 25 | > loss_disc: 2.4395859241485596 (2.41452241897583) | > loss_disc_real_0: 0.05905777961015701 (0.11229557111859322) | > loss_disc_real_1: 0.12616220116615295 (0.21739734411239625) | > loss_disc_real_2: 0.25068482756614685 (0.21816251277923585) | > loss_disc_real_3: 0.24940751492977142 (0.2322582459449768) | > loss_disc_real_4: 0.2202107459306717 (0.208278127014637) | > loss_disc_real_5: 0.31280753016471863 (0.2418333911895752) | > loss_0: 2.4395859241485596 (2.41452241897583) | > loss_gen: 2.185276508331299 (2.310546293258667) | > loss_kl: 2.0334842205047607 (2.7570681285858156) | > loss_feat: 7.3554887771606445 (6.886985759735108) | > loss_mel: 18.857513427734375 (18.42384101867676) | > loss_duration: 2.3353986740112305 (2.3146384716033936) | > loss_1: 32.76716232299805 (32.693079528808596)  --> STEP: 26 | > loss_disc: 2.213834524154663 (2.4068036537904005) | > loss_disc_real_0: 0.0669933408498764 (0.11055317764671949) | > loss_disc_real_1: 0.19123101234436035 (0.21639094673670256) | > loss_disc_real_2: 0.21470516920089722 (0.21802953802622282) | > loss_disc_real_3: 0.10999844968318939 (0.2275559460887542) | > loss_disc_real_4: 0.15246471762657166 (0.20613145742278832) | > loss_disc_real_5: 0.13766653835773468 (0.23782697377296594) | > loss_0: 2.213834524154663 (2.4068036537904005) | > loss_gen: 1.8173996210098267 (2.2915791135567884) | > loss_kl: 2.5785939693450928 (2.7502037378457875) | > loss_feat: 6.449708461761475 (6.870167402120737) | > loss_mel: 19.54473876953125 (18.4669524706327) | > loss_duration: 2.2819974422454834 (2.3133830473973203) | > loss_1: 32.67243576049805 (32.69228553771973) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024479077412531925 (-1.6377522395207532e-05) | > avg_loss_disc: 2.4068036537904005 (+0.03400344573534397) | > avg_loss_disc_real_0: 0.11055317764671949 (-0.08723503222259191) | > avg_loss_disc_real_1: 0.21639094673670256 (+0.013824185213217377) | > avg_loss_disc_real_2: 0.21802953802622282 (+0.008541257335589497) | > avg_loss_disc_real_3: 0.2275559460887542 (+0.025167346573792965) | > avg_loss_disc_real_4: 0.20613145742278832 (-0.03737517990745032) | > avg_loss_disc_real_5: 0.23782697377296594 (+0.027197184470983654) | > avg_loss_0: 2.4068036537904005 (+0.03400344573534397) | > avg_loss_gen: 2.2915791135567884 (-0.19584311888768147) | > avg_loss_kl: 2.7502037378457875 (+0.21076148289900543) | > avg_loss_feat: 6.870167402120737 (-0.2024495051457329) | > avg_loss_mel: 18.4669524706327 (+0.7316300685589141) | > avg_loss_duration: 2.3133830473973203 (+0.006039665295528351) | > avg_loss_1: 32.69228553771973 (+0.5501384735107422)  > EPOCH: 424/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:43:28)   --> TIME: 2024-06-11 09:43:30 -- STEP: 4/330 -- GLOBAL_STEP: 227925 | > loss_disc: 2.3237974643707275 (2.3133230209350586) | > loss_disc_real_0: 0.0947403684258461 (0.09894045628607273) | > loss_disc_real_1: 0.24330300092697144 (0.19588183984160423) | > loss_disc_real_2: 0.2804577052593231 (0.21570569649338722) | > loss_disc_real_3: 0.22025227546691895 (0.22061347216367722) | > loss_disc_real_4: 0.19185420870780945 (0.20630517974495888) | > loss_disc_real_5: 0.2424575388431549 (0.2154596783220768) | > loss_0: 2.3237974643707275 (2.3133230209350586) | > grad_norm_0: tensor(4.9558, device='cuda:0') (tensor(7.9017, device='cuda:0')) | > loss_gen: 2.6423633098602295 (2.5401591658592224) | > loss_kl: 2.0200705528259277 (1.8924775123596191) | > loss_feat: 8.110422134399414 (7.398435711860657) | > loss_mel: 18.468603134155273 (18.77757215499878) | > loss_duration: 2.2494263648986816 (2.22510027885437) | > loss_1: 33.49088668823242 (32.8337459564209) | > grad_norm_1: tensor(73.8572, device='cuda:0') (tensor(78.2710, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3604 (0.3668527603149414) | > loader_time: 0.0055 (0.003668665885925293)  --> TIME: 2024-06-11 09:43:40 -- STEP: 29/330 -- GLOBAL_STEP: 227950 | > loss_disc: 2.293372631072998 (2.3071629754428207) | > loss_disc_real_0: 0.09129854291677475 (0.10211262132587104) | > loss_disc_real_1: 0.22169749438762665 (0.20005534280990733) | > loss_disc_real_2: 0.19814427196979523 (0.20791738557404485) | > loss_disc_real_3: 0.22793452441692352 (0.22639574213274594) | > loss_disc_real_4: 0.23810185492038727 (0.2258952928000483) | > loss_disc_real_5: 0.21228539943695068 (0.2158993739506294) | > loss_0: 2.293372631072998 (2.3071629754428207) | > grad_norm_0: tensor(18.6866, device='cuda:0') (tensor(13.1530, device='cuda:0')) | > loss_gen: 2.5803468227386475 (2.528768103698204) | > loss_kl: 2.240859270095825 (1.9081316487542515) | > loss_feat: 7.097375869750977 (7.11674716554839) | > loss_mel: 18.392929077148438 (18.28261868707065) | > loss_duration: 2.0416624546051025 (2.074145448618921) | > loss_1: 32.353172302246094 (31.910410979698444) | > grad_norm_1: tensor(197.1831, device='cuda:0') (tensor(144.5285, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3537 (0.3651434717507198) | > loader_time: 0.003 (0.0032701821162782864)  --> TIME: 2024-06-11 09:43:49 -- STEP: 54/330 -- GLOBAL_STEP: 227975 | > loss_disc: 2.331225633621216 (2.3158057663175793) | > loss_disc_real_0: 0.11363070458173752 (0.10525225599606831) | > loss_disc_real_1: 0.23302733898162842 (0.20054311829584617) | > loss_disc_real_2: 0.18863865733146667 (0.2102204370829794) | > loss_disc_real_3: 0.23572386801242828 (0.2265276180373298) | > loss_disc_real_4: 0.2291494607925415 (0.2236797089378039) | > loss_disc_real_5: 0.22069333493709564 (0.21379079586929745) | > loss_0: 2.331225633621216 (2.3158057663175793) | > grad_norm_0: tensor(17.4199, device='cuda:0') (tensor(14.9721, device='cuda:0')) | > loss_gen: 2.489558458328247 (2.50892757486414) | > loss_kl: 1.826560139656067 (1.8870582514339023) | > loss_feat: 7.635125160217285 (7.173569273065637) | > loss_mel: 18.238052368164062 (18.183151139153377) | > loss_duration: 2.005553722381592 (2.0414737352618464) | > loss_1: 32.19485092163086 (31.794180092988192) | > grad_norm_1: tensor(171.7681, device='cuda:0') (tensor(176.9963, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3512 (0.3639050677970605) | > loader_time: 0.0038 (0.0033731195661756727)  --> TIME: 2024-06-11 09:43:58 -- STEP: 79/330 -- GLOBAL_STEP: 228000 | > loss_disc: 2.260584831237793 (2.318924224829371) | > loss_disc_real_0: 0.06115872785449028 (0.10469804246780239) | > loss_disc_real_1: 0.19230571389198303 (0.19873711693136) | > loss_disc_real_2: 0.15939761698246002 (0.21227867939049685) | > loss_disc_real_3: 0.2144978940486908 (0.2273893299736554) | > loss_disc_real_4: 0.21258923411369324 (0.22446099206616607) | > loss_disc_real_5: 0.20180603861808777 (0.21597068200383004) | > loss_0: 2.260584831237793 (2.318924224829371) | > grad_norm_0: tensor(8.4475, device='cuda:0') (tensor(17.3489, device='cuda:0')) | > loss_gen: 2.507380723953247 (2.5205496836312205) | > loss_kl: 1.9099724292755127 (1.8774326602114906) | > loss_feat: 7.166538238525391 (7.262173230134988) | > loss_mel: 18.448375701904297 (18.216261972354935) | > loss_duration: 2.0017473697662354 (2.0295258232309847) | > loss_1: 32.03401565551758 (31.905943351455882) | > grad_norm_1: tensor(269.1949, device='cuda:0') (tensor(222.7896, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3926 (0.36671240420281137) | > loader_time: 0.0054 (0.0035079068775418438) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_228000.pth  --> TIME: 2024-06-11 09:44:13 -- STEP: 104/330 -- GLOBAL_STEP: 228025 | > loss_disc: 2.284459114074707 (2.3175305403195883) | > loss_disc_real_0: 0.09390696883201599 (0.10623786208004905) | > loss_disc_real_1: 0.24460412561893463 (0.19756467883976606) | > loss_disc_real_2: 0.2100822627544403 (0.2111011567310645) | > loss_disc_real_3: 0.22960634529590607 (0.2266170008537861) | > loss_disc_real_4: 0.21710599958896637 (0.2252188793455179) | > loss_disc_real_5: 0.20469777286052704 (0.2155659183000143) | > loss_0: 2.284459114074707 (2.3175305403195883) | > grad_norm_0: tensor(23.4472, device='cuda:0') (tensor(19.7131, device='cuda:0')) | > loss_gen: 2.5200440883636475 (2.52509519457817) | > loss_kl: 1.9280716180801392 (1.8773421198129654) | > loss_feat: 7.575632572174072 (7.255399653544793) | > loss_mel: 18.20231819152832 (18.1535384104802) | > loss_duration: 2.074432134628296 (2.0285575538873677) | > loss_1: 32.300498962402344 (31.839932973568256) | > grad_norm_1: tensor(263.9650, device='cuda:0') (tensor(246.0266, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3665 (0.3695098115847661) | > loader_time: 0.0036 (0.00362358414209806)  --> TIME: 2024-06-11 09:44:22 -- STEP: 129/330 -- GLOBAL_STEP: 228050 | > loss_disc: 2.4561591148376465 (2.3207507854284235) | > loss_disc_real_0: 0.10950454324483871 (0.10766236966317014) | > loss_disc_real_1: 0.18283112347126007 (0.19767972930919292) | > loss_disc_real_2: 0.2406836897134781 (0.21060021475766055) | > loss_disc_real_3: 0.2603667676448822 (0.22660583003546841) | > loss_disc_real_4: 0.20161648094654083 (0.22509681831958683) | > loss_disc_real_5: 0.23608189821243286 (0.21566984923773033) | > loss_0: 2.4561591148376465 (2.3207507854284235) | > grad_norm_0: tensor(20.2497, device='cuda:0') (tensor(21.0646, device='cuda:0')) | > loss_gen: 2.497601270675659 (2.524799701779387) | > loss_kl: 1.747920036315918 (1.8838210475537205) | > loss_feat: 6.2455153465271 (7.243198453917984) | > loss_mel: 17.813800811767578 (18.11691822377286) | > loss_duration: 1.9953079223632812 (2.029547430748164) | > loss_1: 30.30014419555664 (31.79828487070956) | > grad_norm_1: tensor(234.6071, device='cuda:0') (tensor(259.9086, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3751 (0.36946319424828816) | > loader_time: 0.0039 (0.0036966800689697266)  --> TIME: 2024-06-11 09:44:32 -- STEP: 154/330 -- GLOBAL_STEP: 228075 | > loss_disc: 2.1897354125976562 (2.3246411534098836) | > loss_disc_real_0: 0.10740494728088379 (0.10892386640143858) | > loss_disc_real_1: 0.1961350440979004 (0.19866152707632487) | > loss_disc_real_2: 0.20275691151618958 (0.21103380194732121) | > loss_disc_real_3: 0.2047855705022812 (0.22712505144345296) | > loss_disc_real_4: 0.19928781688213348 (0.22546299227646419) | > loss_disc_real_5: 0.20256778597831726 (0.21569068575060205) | > loss_0: 2.1897354125976562 (2.3246411534098836) | > grad_norm_0: tensor(38.1515, device='cuda:0') (tensor(21.3550, device='cuda:0')) | > loss_gen: 2.572054386138916 (2.524612621827558) | > loss_kl: 1.6911447048187256 (1.8818186900832437) | > loss_feat: 7.861452102661133 (7.243446789778672) | > loss_mel: 17.945817947387695 (18.12601493240951) | > loss_duration: 2.0414161682128906 (2.0318402795048502) | > loss_1: 32.11188507080078 (31.80773336237127) | > grad_norm_1: tensor(335.1765, device='cuda:0') (tensor(260.5585, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3902 (0.370244761566063) | > loader_time: 0.0043 (0.0037920552414733096)  --> TIME: 2024-06-11 09:44:42 -- STEP: 179/330 -- GLOBAL_STEP: 228100 | > loss_disc: 2.3604612350463867 (2.331521766811775) | > loss_disc_real_0: 0.07435256242752075 (0.11020978916873479) | > loss_disc_real_1: 0.23971131443977356 (0.19906018407984152) | > loss_disc_real_2: 0.23681673407554626 (0.2119198833597439) | > loss_disc_real_3: 0.25604575872421265 (0.22712970570812013) | > loss_disc_real_4: 0.254728227853775 (0.22624858323089236) | > loss_disc_real_5: 0.28830012679100037 (0.21601208744768316) | > loss_0: 2.3604612350463867 (2.331521766811775) | > grad_norm_0: tensor(16.1244, device='cuda:0') (tensor(22.3583, device='cuda:0')) | > loss_gen: 2.5648961067199707 (2.5218161630896887) | > loss_kl: 1.8195728063583374 (1.883931133334197) | > loss_feat: 7.178182125091553 (7.250090335334479) | > loss_mel: 17.597564697265625 (18.104663273475698) | > loss_duration: 2.076822280883789 (2.037407201095668) | > loss_1: 31.237037658691406 (31.797908154279828) | > grad_norm_1: tensor(372.0231, device='cuda:0') (tensor(266.9733, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.3893 (0.371928877004698) | > loader_time: 0.0049 (0.0038983528840475243)  --> TIME: 2024-06-11 09:44:52 -- STEP: 204/330 -- GLOBAL_STEP: 228125 | > loss_disc: 2.3330068588256836 (2.3354687830981082) | > loss_disc_real_0: 0.12346607446670532 (0.11187255753240749) | > loss_disc_real_1: 0.19652365148067474 (0.19940411839999406) | > loss_disc_real_2: 0.23585346341133118 (0.21142023509623958) | > loss_disc_real_3: 0.1911373734474182 (0.22696265052346623) | > loss_disc_real_4: 0.22270342707633972 (0.2265367318748259) | > loss_disc_real_5: 0.2262473851442337 (0.21643276760975513) | > loss_0: 2.3330068588256836 (2.3354687830981082) | > grad_norm_0: tensor(16.3492, device='cuda:0') (tensor(24.2341, device='cuda:0')) | > loss_gen: 2.6570374965667725 (2.5225017456447367) | > loss_kl: 1.9570837020874023 (1.8875914777026457) | > loss_feat: 8.236893653869629 (7.261274012864805) | > loss_mel: 18.3220157623291 (18.079824793572527) | > loss_duration: 2.0443053245544434 (2.044674390671301) | > loss_1: 33.21733474731445 (31.79586643331191) | > grad_norm_1: tensor(331.0725, device='cuda:0') (tensor(280.1022, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.4029 (0.37396268517363307) | > loader_time: 0.0047 (0.0040133163040759505)  --> TIME: 2024-06-11 09:45:02 -- STEP: 229/330 -- GLOBAL_STEP: 228150 | > loss_disc: 2.3004584312438965 (2.3380284538435614) | > loss_disc_real_0: 0.10496196150779724 (0.11372195706422152) | > loss_disc_real_1: 0.19032716751098633 (0.19978562615584078) | > loss_disc_real_2: 0.21194535493850708 (0.21174315646225708) | > loss_disc_real_3: 0.2087201178073883 (0.22680946162954688) | > loss_disc_real_4: 0.22321313619613647 (0.22670076878570572) | > loss_disc_real_5: 0.19824835658073425 (0.21657907344628624) | > loss_0: 2.3004584312438965 (2.3380284538435614) | > grad_norm_0: tensor(10.2438, device='cuda:0') (tensor(26.6136, device='cuda:0')) | > loss_gen: 2.332247495651245 (2.52272312401684) | > loss_kl: 1.899666428565979 (1.8918223958869167) | > loss_feat: 7.406129837036133 (7.26174320404186) | > loss_mel: 17.81865882873535 (18.04998762638809) | > loss_duration: 2.1408867835998535 (2.0526308180463384) | > loss_1: 31.59758758544922 (31.77890718451754) | > grad_norm_1: tensor(222.9293, device='cuda:0') (tensor(289.4754, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.4277 (0.3788506537025152) | > loader_time: 0.0059 (0.004183698429290903)  --> TIME: 2024-06-11 09:45:14 -- STEP: 254/330 -- GLOBAL_STEP: 228175 | > loss_disc: 2.280259132385254 (2.3385626406181506) | > loss_disc_real_0: 0.10341346263885498 (0.11478542948625689) | > loss_disc_real_1: 0.22278475761413574 (0.19980348558641794) | > loss_disc_real_2: 0.2465076893568039 (0.21213114953885867) | > loss_disc_real_3: 0.21492066979408264 (0.22693438827991486) | > loss_disc_real_4: 0.2657132148742676 (0.22672352675847182) | > loss_disc_real_5: 0.20613260567188263 (0.21649271326036898) | > loss_0: 2.280259132385254 (2.3385626406181506) | > grad_norm_0: tensor(40.5883, device='cuda:0') (tensor(28.8002, device='cuda:0')) | > loss_gen: 2.5740461349487305 (2.5260712762517246) | > loss_kl: 1.9247068166732788 (1.8901935510748014) | > loss_feat: 7.819073677062988 (7.2590417298744985) | > loss_mel: 17.95155143737793 (17.99480494551772) | > loss_duration: 2.076647996902466 (2.0591592572805464) | > loss_1: 32.34602737426758 (31.729270807401402) | > grad_norm_1: tensor(378.5430, device='cuda:0') (tensor(298.5045, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.4495 (0.38551684345786025) | > loader_time: 0.006 (0.004361300956545851)  --> TIME: 2024-06-11 09:45:25 -- STEP: 279/330 -- GLOBAL_STEP: 228200 | > loss_disc: 2.3484244346618652 (2.339279652496392) | > loss_disc_real_0: 0.09855660796165466 (0.11497498130071974) | > loss_disc_real_1: 0.2266099452972412 (0.1999746029629075) | > loss_disc_real_2: 0.18362106382846832 (0.21231412770073044) | > loss_disc_real_3: 0.23168303072452545 (0.22692458123289128) | > loss_disc_real_4: 0.23446404933929443 (0.22642081270935718) | > loss_disc_real_5: 0.23778760433197021 (0.21688409763852323) | > loss_0: 2.3484244346618652 (2.339279652496392) | > grad_norm_0: tensor(46.5788, device='cuda:0') (tensor(30.2633, device='cuda:0')) | > loss_gen: 2.5561766624450684 (2.5275763662057957) | > loss_kl: 1.9145878553390503 (1.898857010735406) | > loss_feat: 8.061583518981934 (7.2786816849930736) | > loss_mel: 17.007484436035156 (17.961739071808413) | > loss_duration: 2.1557817459106445 (2.068146861154974) | > loss_1: 31.695613861083984 (31.73500102737044) | > grad_norm_1: tensor(496.5345, device='cuda:0') (tensor(311.6921, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.4427 (0.39083403583923126) | > loader_time: 0.006 (0.004515804270262358)  --> TIME: 2024-06-11 09:45:37 -- STEP: 304/330 -- GLOBAL_STEP: 228225 | > loss_disc: 2.2608466148376465 (2.3410519424237695) | > loss_disc_real_0: 0.16328230500221252 (0.11537443866070948) | > loss_disc_real_1: 0.16748039424419403 (0.20017007419741475) | > loss_disc_real_2: 0.2409110814332962 (0.21256097695349074) | > loss_disc_real_3: 0.24677501618862152 (0.22706250694433325) | > loss_disc_real_4: 0.22757069766521454 (0.22633303711680988) | > loss_disc_real_5: 0.207331582903862 (0.21695971484050938) | > loss_0: 2.2608466148376465 (2.3410519424237695) | > grad_norm_0: tensor(39.2140, device='cuda:0') (tensor(30.6046, device='cuda:0')) | > loss_gen: 2.7287981510162354 (2.5239335776943905) | > loss_kl: 2.058596611022949 (1.9020387083292007) | > loss_feat: 7.632655143737793 (7.286437549089131) | > loss_mel: 16.889177322387695 (17.912958094948216) | > loss_duration: 2.220656633377075 (2.078507167728325) | > loss_1: 31.529884338378906 (31.703875133865758) | > grad_norm_1: tensor(658.2067, device='cuda:0') (tensor(322.9915, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.5047 (0.3981764253817106) | > loader_time: 0.0079 (0.004715619902861744)  --> TIME: 2024-06-11 09:46:09 -- STEP: 329/330 -- GLOBAL_STEP: 228250 | > loss_disc: 2.591148614883423 (2.3431400042536765) | > loss_disc_real_0: 0.1720796525478363 (0.11661645235623995) | > loss_disc_real_1: 0.188770592212677 (0.2002510636320231) | > loss_disc_real_2: 0.1973882019519806 (0.21286250741467283) | > loss_disc_real_3: 0.2551605999469757 (0.2270904790757275) | > loss_disc_real_4: 0.25304317474365234 (0.22669405592067626) | > loss_disc_real_5: 0.24692459404468536 (0.2173007119299793) | > loss_0: 2.591148614883423 (2.3431400042536765) | > grad_norm_0: tensor(17.3855, device='cuda:0') (tensor(31.0265, device='cuda:0')) | > loss_gen: 2.7113823890686035 (2.5247316882240733) | > loss_kl: 2.1179726123809814 (1.9089070384625606) | > loss_feat: 11.299287796020508 (7.400657172623377) | > loss_mel: 18.780637741088867 (17.91349830163649) | > loss_duration: 2.2719473838806152 (2.0925334550689434) | > loss_1: 37.18122863769531 (31.840327694785632) | > grad_norm_1: tensor(379.2802, device='cuda:0') (tensor(330.7139, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 17.3579 (0.46326315004412527) | > loader_time: 0.0338 (0.005176609410341022)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3115737438201904 (2.3115737438201904) | > loss_disc_real_0: 0.08314688503742218 (0.08314688503742218) | > loss_disc_real_1: 0.2582640051841736 (0.2582640051841736) | > loss_disc_real_2: 0.24805353581905365 (0.24805353581905365) | > loss_disc_real_3: 0.23830771446228027 (0.23830771446228027) | > loss_disc_real_4: 0.20366142690181732 (0.20366142690181732) | > loss_disc_real_5: 0.19329459965229034 (0.19329459965229034) | > loss_0: 2.3115737438201904 (2.3115737438201904) | > loss_gen: 2.7719268798828125 (2.7719268798828125) | > loss_kl: 2.602565050125122 (2.602565050125122) | > loss_feat: 8.237152099609375 (8.237152099609375) | > loss_mel: 18.878538131713867 (18.878538131713867) | > loss_duration: 2.899585723876953 (2.899585723876953) | > loss_1: 35.389766693115234 (35.389766693115234)  --> STEP: 1 | > loss_disc: 2.374640941619873 (2.374640941619873) | > loss_disc_real_0: 0.10213366895914078 (0.10213366895914078) | > loss_disc_real_1: 0.16472625732421875 (0.16472625732421875) | > loss_disc_real_2: 0.24666473269462585 (0.24666473269462585) | > loss_disc_real_3: 0.2844665050506592 (0.2844665050506592) | > loss_disc_real_4: 0.2712882161140442 (0.2712882161140442) | > loss_disc_real_5: 0.306669682264328 (0.306669682264328) | > loss_0: 2.374640941619873 (2.374640941619873) | > loss_gen: 2.645425796508789 (2.645425796508789) | > loss_kl: 2.22680401802063 (2.22680401802063) | > loss_feat: 6.417845726013184 (6.417845726013184) | > loss_mel: 19.560428619384766 (19.560428619384766) | > loss_duration: 2.425027847290039 (2.425027847290039) | > loss_1: 33.27553176879883 (33.27553176879883)  --> STEP: 2 | > loss_disc: 2.1460695266723633 (2.260355234146118) | > loss_disc_real_0: 0.09582285583019257 (0.09897826239466667) | > loss_disc_real_1: 0.2559884488582611 (0.21035735309123993) | > loss_disc_real_2: 0.23687416315078735 (0.2417694479227066) | > loss_disc_real_3: 0.30584490299224854 (0.29515570402145386) | > loss_disc_real_4: 0.20734988152980804 (0.23931904882192612) | > loss_disc_real_5: 0.21193808317184448 (0.25930388271808624) | > loss_0: 2.1460695266723633 (2.260355234146118) | > loss_gen: 2.9890952110290527 (2.817260503768921) | > loss_kl: 2.477184534072876 (2.351994276046753) | > loss_feat: 6.28926420211792 (6.353554964065552) | > loss_mel: 20.16649627685547 (19.863462448120117) | > loss_duration: 2.476679801940918 (2.4508538246154785) | > loss_1: 34.398719787597656 (33.83712577819824)  --> STEP: 3 | > loss_disc: 1.9521355628967285 (2.157615343729655) | > loss_disc_real_0: 0.08427649736404419 (0.09407767405112584) | > loss_disc_real_1: 0.10574285686016083 (0.1754858543475469) | > loss_disc_real_2: 0.14487206935882568 (0.2094703217347463) | > loss_disc_real_3: 0.25337424874305725 (0.28122855226198834) | > loss_disc_real_4: 0.22367113828659058 (0.23410307864348093) | > loss_disc_real_5: 0.20609869062900543 (0.24156881868839264) | > loss_0: 1.9521355628967285 (2.157615343729655) | > loss_gen: 2.8752877712249756 (2.8366029262542725) | > loss_kl: 3.706686019897461 (2.8035581906636557) | > loss_feat: 8.194647789001465 (6.9672525723775225) | > loss_mel: 19.197174072265625 (19.641366322835285) | > loss_duration: 2.324915647506714 (2.40887443224589) | > loss_1: 36.298709869384766 (34.65765380859375)  --> STEP: 4 | > loss_disc: 2.153676986694336 (2.156630754470825) | > loss_disc_real_0: 0.14749358594417572 (0.10743165202438831) | > loss_disc_real_1: 0.19258283078670502 (0.17976009845733643) | > loss_disc_real_2: 0.20342327654361725 (0.20795856043696404) | > loss_disc_real_3: 0.228022962808609 (0.2679271548986435) | > loss_disc_real_4: 0.1824169158935547 (0.22118153795599937) | > loss_disc_real_5: 0.14156144857406616 (0.21656697615981102) | > loss_0: 2.153676986694336 (2.156630754470825) | > loss_gen: 2.503326177597046 (2.753283739089966) | > loss_kl: 3.191624641418457 (2.900574803352356) | > loss_feat: 5.961832523345947 (6.715897560119629) | > loss_mel: 17.465545654296875 (19.097411155700684) | > loss_duration: 2.263935089111328 (2.3726395964622498) | > loss_1: 31.38626480102539 (33.83980655670166)  --> STEP: 5 | > loss_disc: 2.443728446960449 (2.21405029296875) | > loss_disc_real_0: 0.14698141813278198 (0.11534160524606704) | > loss_disc_real_1: 0.22159546613693237 (0.18812717199325563) | > loss_disc_real_2: 0.24620097875595093 (0.21560704410076142) | > loss_disc_real_3: 0.27375009655952454 (0.2690917432308197) | > loss_disc_real_4: 0.2641678750514984 (0.22977880537509918) | > loss_disc_real_5: 0.20200800895690918 (0.21365518271923065) | > loss_0: 2.443728446960449 (2.21405029296875) | > loss_gen: 2.2808380126953125 (2.6587945938110353) | > loss_kl: 2.4088032245635986 (2.8022204875946044) | > loss_feat: 4.904564380645752 (6.353630924224854) | > loss_mel: 18.612823486328125 (19.000493621826173) | > loss_duration: 2.324483871459961 (2.363008451461792) | > loss_1: 30.531513214111328 (33.178147888183595)  --> STEP: 6 | > loss_disc: 2.4002468585968018 (2.2450830539067588) | > loss_disc_real_0: 0.22558680176734924 (0.13371580466628075) | > loss_disc_real_1: 0.20298278331756592 (0.190603107213974) | > loss_disc_real_2: 0.23297320306301117 (0.21850140392780304) | > loss_disc_real_3: 0.2090439647436142 (0.2590837801496188) | > loss_disc_real_4: 0.21137244999408722 (0.22671107947826385) | > loss_disc_real_5: 0.16448859870433807 (0.20546075205008188) | > loss_0: 2.4002468585968018 (2.2450830539067588) | > loss_gen: 2.501919746398926 (2.632648785909017) | > loss_kl: 2.494755744934082 (2.7509763638178506) | > loss_feat: 5.388230323791504 (6.192730824152629) | > loss_mel: 16.6129150390625 (18.602563858032227) | > loss_duration: 2.153780460357666 (2.3281371196111045) | > loss_1: 29.151601791381836 (32.507056872049965)  --> STEP: 7 | > loss_disc: 2.3016467094421387 (2.2531635761260986) | > loss_disc_real_0: 0.15581615269184113 (0.1368729972413608) | > loss_disc_real_1: 0.2554541230201721 (0.19986753804343088) | > loss_disc_real_2: 0.24929291009902954 (0.22290019052369253) | > loss_disc_real_3: 0.31729060411453247 (0.26739904071603504) | > loss_disc_real_4: 0.22236855328083038 (0.2260907185929162) | > loss_disc_real_5: 0.21930786967277527 (0.20743891171046666) | > loss_0: 2.3016467094421387 (2.2531635761260986) | > loss_gen: 3.0215060710906982 (2.688199826649257) | > loss_kl: 3.7388899326324463 (2.8921068736485074) | > loss_feat: 6.410428047180176 (6.223830427442278) | > loss_mel: 18.16883659362793 (18.540602820260183) | > loss_duration: 2.4974660873413086 (2.352326972143991) | > loss_1: 33.83712387084961 (32.69706644330706)  --> STEP: 8 | > loss_disc: 2.4545235633850098 (2.2783335745334625) | > loss_disc_real_0: 0.12493304908275604 (0.1353805037215352) | > loss_disc_real_1: 0.18572776019573212 (0.19810006581246853) | > loss_disc_real_2: 0.2485785037279129 (0.22610997967422009) | > loss_disc_real_3: 0.22329182922840118 (0.2618856392800808) | > loss_disc_real_4: 0.2660101056098938 (0.23108064197003841) | > loss_disc_real_5: 0.2200181484222412 (0.20901131629943848) | > loss_0: 2.4545235633850098 (2.2783335745334625) | > loss_gen: 2.2949581146240234 (2.639044612646103) | > loss_kl: 2.284761667251587 (2.816188722848892) | > loss_feat: 6.963183403015137 (6.3162495493888855) | > loss_mel: 16.461557388305664 (18.28072214126587) | > loss_duration: 2.253157615661621 (2.3399308025836945) | > loss_1: 30.257617950439453 (32.39213538169861)  --> STEP: 9 | > loss_disc: 2.239400863647461 (2.274007717768351) | > loss_disc_real_0: 0.22018314898014069 (0.14480301986138025) | > loss_disc_real_1: 0.21270927786827087 (0.19972331159644657) | > loss_disc_real_2: 0.17622534930706024 (0.2205672429667579) | > loss_disc_real_3: 0.23592232167720795 (0.25900082621309495) | > loss_disc_real_4: 0.18278957903385162 (0.22571496831046212) | > loss_disc_real_5: 0.13108514249324799 (0.2003528525431951) | > loss_0: 2.239400863647461 (2.274007717768351) | > loss_gen: 2.4657349586486816 (2.619787984424167) | > loss_kl: 2.937518358230591 (2.829669793446859) | > loss_feat: 10.984436988830566 (6.834937042660183) | > loss_mel: 18.73160743713379 (18.330820507473415) | > loss_duration: 2.1154603958129883 (2.3149896462758384) | > loss_1: 37.23476028442383 (32.93020481533475)  --> STEP: 10 | > loss_disc: 2.3787543773651123 (2.2844823837280273) | > loss_disc_real_0: 0.151658833026886 (0.14548860117793083) | > loss_disc_real_1: 0.2246195673942566 (0.20221293717622757) | > loss_disc_real_2: 0.2880866229534149 (0.22731918096542358) | > loss_disc_real_3: 0.24801315367221832 (0.25790205895900725) | > loss_disc_real_4: 0.23919185996055603 (0.2270626574754715) | > loss_disc_real_5: 0.27707555890083313 (0.20802512317895888) | > loss_0: 2.3787543773651123 (2.2844823837280273) | > loss_gen: 2.7800824642181396 (2.6358174324035644) | > loss_kl: 2.1403396129608154 (2.7607367753982546) | > loss_feat: 6.919046878814697 (6.843348026275635) | > loss_mel: 16.77059555053711 (18.174798011779785) | > loss_duration: 2.3535444736480713 (2.3188451290130616) | > loss_1: 30.96360969543457 (32.73354530334473)  --> STEP: 11 | > loss_disc: 2.282581329345703 (2.2843095606023613) | > loss_disc_real_0: 0.11827220022678375 (0.14301438290964474) | > loss_disc_real_1: 0.17779676616191864 (0.19999328526583585) | > loss_disc_real_2: 0.18883736431598663 (0.22382083399729294) | > loss_disc_real_3: 0.23029384016990662 (0.2553922208872708) | > loss_disc_real_4: 0.22819513082504272 (0.2271656095981598) | > loss_disc_real_5: 0.1892334669828415 (0.20631679079749368) | > loss_0: 2.282581329345703 (2.2843095606023613) | > loss_gen: 2.58790922164917 (2.6314621405168013) | > loss_kl: 2.751946449279785 (2.75993765484203) | > loss_feat: 8.020482063293457 (6.950360211459073) | > loss_mel: 17.24993324279785 (18.090719396417793) | > loss_duration: 2.4593658447265625 (2.3316197395324707) | > loss_1: 33.069637298583984 (32.76409912109375)  --> STEP: 12 | > loss_disc: 2.627528190612793 (2.312911113103231) | > loss_disc_real_0: 0.14950279891490936 (0.1435550842434168) | > loss_disc_real_1: 0.23500828444957733 (0.20291120186448097) | > loss_disc_real_2: 0.2881554067134857 (0.229182048390309) | > loss_disc_real_3: 0.2809520661830902 (0.25752220799525577) | > loss_disc_real_4: 0.2768651843070984 (0.23130724082390466) | > loss_disc_real_5: 0.23719599843025208 (0.20889005810022354) | > loss_0: 2.627528190612793 (2.312911113103231) | > loss_gen: 2.298161506652832 (2.6036870876948037) | > loss_kl: 2.4023964405059814 (2.7301425536473594) | > loss_feat: 5.644920349121094 (6.841573556264241) | > loss_mel: 17.812387466430664 (18.067525068918865) | > loss_duration: 2.2757344245910645 (2.32696262995402) | > loss_1: 30.433597564697266 (32.56989065806071)  --> STEP: 13 | > loss_disc: 2.501674175262451 (2.32743134865394) | > loss_disc_real_0: 0.1858534961938858 (0.1468088082396067) | > loss_disc_real_1: 0.2813687026500702 (0.20894639423260322) | > loss_disc_real_2: 0.22392599284648895 (0.22877773642539978) | > loss_disc_real_3: 0.2959686517715454 (0.2604796267472781) | > loss_disc_real_4: 0.264194518327713 (0.2338370314011207) | > loss_disc_real_5: 0.3090701997280121 (0.21659622284082267) | > loss_0: 2.501674175262451 (2.32743134865394) | > loss_gen: 2.744777202606201 (2.614540173457219) | > loss_kl: 2.8007330894470215 (2.7355725948627176) | > loss_feat: 7.1741108894348145 (6.867153351123516) | > loss_mel: 19.096771240234375 (18.14669785132775) | > loss_duration: 2.203282356262207 (2.3174487627469578) | > loss_1: 34.019676208496094 (32.68141262347881)  --> STEP: 14 | > loss_disc: 2.2985169887542725 (2.325366037232535) | > loss_disc_real_0: 0.21285268664360046 (0.15152622812560626) | > loss_disc_real_1: 0.13837675750255585 (0.2039057058947427) | > loss_disc_real_2: 0.1924024224281311 (0.22617949971130916) | > loss_disc_real_3: 0.2760172486305237 (0.26158945688179563) | > loss_disc_real_4: 0.2087746113538742 (0.23204685854060308) | > loss_disc_real_5: 0.22277101874351501 (0.21703727969101497) | > loss_0: 2.2985169887542725 (2.325366037232535) | > loss_gen: 2.667799472808838 (2.618344409125192) | > loss_kl: 3.147735118865967 (2.7650127751486644) | > loss_feat: 6.711071968078613 (6.8560046809060236) | > loss_mel: 18.817169189453125 (18.19458866119385) | > loss_duration: 2.388960361480713 (2.322556734085083) | > loss_1: 33.73273468017578 (32.75650705610003)  --> STEP: 15 | > loss_disc: 1.9730769395828247 (2.3018800973892213) | > loss_disc_real_0: 0.08495943993330002 (0.1470884422461192) | > loss_disc_real_1: 0.18987977504730225 (0.20297064383824667) | > loss_disc_real_2: 0.1561586558818817 (0.221511443456014) | > loss_disc_real_3: 0.26708513498306274 (0.2619558354218801) | > loss_disc_real_4: 0.21633589267730713 (0.23099946081638337) | > loss_disc_real_5: 0.16834507882595062 (0.21379113296667734) | > loss_0: 1.9730769395828247 (2.3018800973892213) | > loss_gen: 2.8995931148529053 (2.637094322840373) | > loss_kl: 2.7780957221984863 (2.7658849716186524) | > loss_feat: 8.022017478942871 (6.9337388674418134) | > loss_mel: 19.09581756591797 (18.25467058817546) | > loss_duration: 2.383312702178955 (2.3266071319580077) | > loss_1: 35.178836822509766 (32.91799570719401)  --> STEP: 16 | > loss_disc: 2.2043442726135254 (2.29578410834074) | > loss_disc_real_0: 0.18901391327381134 (0.14970878418534994) | > loss_disc_real_1: 0.21050679683685303 (0.20344165340065956) | > loss_disc_real_2: 0.1247793659567833 (0.21546568861231208) | > loss_disc_real_3: 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(7.241327206293742) | > loss_mel: 17.283370971679688 (18.212077882554798) | > loss_duration: 2.3005192279815674 (2.3328378332985773) | > loss_1: 34.199668884277344 (33.16351763407389)  --> STEP: 19 | > loss_disc: 2.5657806396484375 (2.2982025711159957) | > loss_disc_real_0: 0.22654172778129578 (0.15073705641062637) | > loss_disc_real_1: 0.19312827289104462 (0.19957889538062246) | > loss_disc_real_2: 0.25875675678253174 (0.21669555847582064) | > loss_disc_real_3: 0.24877429008483887 (0.2602922006657249) | > loss_disc_real_4: 0.28985899686813354 (0.22792488258135946) | > loss_disc_real_5: 0.2646555006504059 (0.21532818126051048) | > loss_0: 2.5657806396484375 (2.2982025711159957) | > loss_gen: 2.6711626052856445 (2.652532690449765) | > loss_kl: 1.887132167816162 (2.681637927105552) | > loss_feat: 5.935121059417725 (7.172579514352899) | > loss_mel: 18.454336166381836 (18.224828318545697) | > loss_duration: 2.282546043395996 (2.330190896987915) | > loss_1: 31.230297088623047 (33.06176918431332)  --> STEP: 20 | > loss_disc: 2.309753894805908 (2.2987801373004912) | > loss_disc_real_0: 0.09874959290027618 (0.14813768323510887) | > loss_disc_real_1: 0.20034928619861603 (0.19961741492152213) | > loss_disc_real_2: 0.22955597937107086 (0.21733857952058316) | > loss_disc_real_3: 0.2329610288143158 (0.25892564207315444) | > loss_disc_real_4: 0.21052217483520508 (0.22705474719405175) | > loss_disc_real_5: 0.23813465237617493 (0.2164685048162937) | > loss_0: 2.309753894805908 (2.2987801373004912) | > loss_gen: 2.4718480110168457 (2.643498456478119) | > loss_kl: 2.0814476013183594 (2.6516284108161927) | > loss_feat: 6.87022066116333 (7.15746157169342) | > loss_mel: 17.388141632080078 (18.182993984222414) | > loss_duration: 2.3475887775421143 (2.331060791015625) | > loss_1: 31.15924644470215 (32.96664304733277)  --> STEP: 21 | > loss_disc: 2.2244925498962402 (2.295242633138384) | > loss_disc_real_0: 0.12394843250513077 (0.14698581415272896) | > loss_disc_real_1: 0.16771411895751953 (0.19809821035180772) | > loss_disc_real_2: 0.2761225402355194 (0.22013781574510394) | > loss_disc_real_3: 0.24271433055400848 (0.25815367485795704) | > loss_disc_real_4: 0.19611312448978424 (0.22558133658908663) | > loss_disc_real_5: 0.25589051842689514 (0.2183457435596557) | > loss_0: 2.2244925498962402 (2.295242633138384) | > loss_gen: 2.768679141998291 (2.649459441502889) | > loss_kl: 2.3111743927001953 (2.635416314715431) | > loss_feat: 6.964928150177002 (7.148293313525972) | > loss_mel: 16.810291290283203 (18.117627189272927) | > loss_duration: 2.204712152481079 (2.325044189180647) | > loss_1: 31.059783935546875 (32.875840232485814)  --> STEP: 22 | > loss_disc: 2.09426212310791 (2.286107155409726) | > loss_disc_real_0: 0.2763836681842804 (0.15286753479052675) | > loss_disc_real_1: 0.15746769309043884 (0.19625136865810913) | > loss_disc_real_2: 0.18604776263237 (0.2185882678763433) | > loss_disc_real_3: 0.20421713590621948 (0.25570201399651443) | > loss_disc_real_4: 0.20830605924129486 (0.22479609670964154) | > loss_disc_real_5: 0.20395535230636597 (0.21769163486632434) | > loss_0: 2.09426212310791 (2.286107155409726) | > loss_gen: 3.057610511779785 (2.6680117628791113) | > loss_kl: 2.320172071456909 (2.6210870309309526) | > loss_feat: 9.908994674682617 (7.273779739033092) | > loss_mel: 22.745166778564453 (18.327969897877086) | > loss_duration: 2.183008909225464 (2.318588040091775) | > loss_1: 40.2149543762207 (33.20943632992831)  --> STEP: 23 | > loss_disc: 2.28163743019104 (2.2859128195306524) | > loss_disc_real_0: 0.18318861722946167 (0.15418584272265437) | > loss_disc_real_1: 0.22479215264320374 (0.197492272309635) | > loss_disc_real_2: 0.2416767179965973 (0.21959211353374564) | > loss_disc_real_3: 0.2605536878108978 (0.25591295633627026) | > loss_disc_real_4: 0.23480825126171112 (0.22523140777712283) | > loss_disc_real_5: 0.24186749756336212 (0.21874275933141293) | > loss_0: 2.28163743019104 (2.2859128195306524) | > loss_gen: 2.8875246047973633 (2.6775557994842525) | > loss_kl: 2.7535979747772217 (2.6268483763155728) | > loss_feat: 8.856346130371094 (7.342586973439092) | > loss_mel: 17.70172882080078 (18.300742024960726) | > loss_duration: 2.311899423599243 (2.318297230679056) | > loss_1: 34.5110969543457 (33.266030270120375)  --> STEP: 24 | > loss_disc: 2.4373393058776855 (2.2922222564617787) | > loss_disc_real_0: 0.16948434710502625 (0.1548232804052532) | > loss_disc_real_1: 0.223343163728714 (0.19856939278542995) | > loss_disc_real_2: 0.24545139074325562 (0.22066958341747522) | > loss_disc_real_3: 0.29082390666007996 (0.257367579266429) | > loss_disc_real_4: 0.2039986103773117 (0.22434670788546404) | > loss_disc_real_5: 0.21392200887203217 (0.21854189472893873) | > loss_0: 2.4373393058776855 (2.2922222564617787) | > loss_gen: 2.6296722888946533 (2.6755606532096863) | > loss_kl: 2.453843593597412 (2.619639843702316) | > loss_feat: 5.784729957580566 (7.277676264444987) | > loss_mel: 18.083349227905273 (18.29168399175008) | > loss_duration: 2.417080879211426 (2.3224132160345716) | > loss_1: 31.368675231933594 (33.18697381019593)  --> STEP: 25 | > loss_disc: 2.224557638168335 (2.289515671730041) | > loss_disc_real_0: 0.19399230182170868 (0.15639004126191142) | > loss_disc_real_1: 0.18004216253757477 (0.19782830357551576) | > loss_disc_real_2: 0.21267633140087128 (0.22034985333681106) | > loss_disc_real_3: 0.29351669549942017 (0.2588135439157487) | > loss_disc_real_4: 0.19409722089767456 (0.22313672840595244) | > loss_disc_real_5: 0.12783411145210266 (0.2149135833978653) | > loss_0: 2.224557638168335 (2.289515671730041) | > loss_gen: 2.6638641357421875 (2.6750927925109864) | > loss_kl: 2.4277329444885254 (2.6119635677337643) | > loss_feat: 8.265321731567383 (7.317182083129882) | > loss_mel: 16.935760498046875 (18.237447052001954) | > loss_duration: 2.380300998687744 (2.3247287273406987) | > loss_1: 32.67298126220703 (33.16641410827638)  --> STEP: 26 | > loss_disc: 2.535311698913574 (2.298969365083254) | > loss_disc_real_0: 0.126236230134964 (0.15523027929549033) | > loss_disc_real_1: 0.15222983062267303 (0.19607451615425256) | > loss_disc_real_2: 0.2513122260570526 (0.22154071382605112) | > loss_disc_real_3: 0.3715149462223053 (0.26314821323523163) | > loss_disc_real_4: 0.40216246247291565 (0.23002233356237411) | > loss_disc_real_5: 0.2935088276863098 (0.21793647740895933) | > loss_0: 2.535311698913574 (2.298969365083254) | > loss_gen: 2.8134803771972656 (2.680415391921997) | > loss_kl: 2.2119011878967285 (2.596576553124647) | > loss_feat: 9.177765846252441 (7.388742997096135) | > loss_mel: 20.685121536254883 (18.331588378319374) | > loss_duration: 2.268246650695801 (2.3225563397774334) | > loss_1: 37.156517028808594 (33.319879605219924) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023629206877488354 (-8.49870535043571e-05) | > avg_loss_disc: 2.298969365083254 (-0.10783428870714662) | > avg_loss_disc_real_0: 0.15523027929549033 (+0.04467710164877084) | > avg_loss_disc_real_1: 0.19607451615425256 (-0.02031643058245) | > avg_loss_disc_real_2: 0.22154071382605112 (+0.003511175799828292) | > avg_loss_disc_real_3: 0.26314821323523163 (+0.035592267146477424) | > avg_loss_disc_real_4: 0.23002233356237411 (+0.023890876139585793) | > avg_loss_disc_real_5: 0.21793647740895933 (-0.01989049636400661) | > avg_loss_0: 2.298969365083254 (-0.10783428870714662) | > avg_loss_gen: 2.680415391921997 (+0.3888362783652086) | > avg_loss_kl: 2.596576553124647 (-0.15362718472114034) | > avg_loss_feat: 7.388742997096135 (+0.5185755949753981) | > avg_loss_mel: 18.331588378319374 (-0.1353640923133277) | > avg_loss_duration: 2.3225563397774334 (+0.009173292380113107) | > avg_loss_1: 33.319879605219924 (+0.6275940675001976)  > EPOCH: 425/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:46:15)   --> TIME: 2024-06-11 09:46:25 -- STEP: 24/330 -- GLOBAL_STEP: 228275 | > loss_disc: 2.3194830417633057 (2.2926673293113713) | > loss_disc_real_0: 0.10407552123069763 (0.10540924686938524) | > loss_disc_real_1: 0.16238658130168915 (0.19433898913363615) | > loss_disc_real_2: 0.23124796152114868 (0.21338231302797794) | > loss_disc_real_3: 0.23758211731910706 (0.22604202417035898) | > loss_disc_real_4: 0.2516235113143921 (0.22254320668677488) | > loss_disc_real_5: 0.22883400321006775 (0.21243400375048319) | > loss_0: 2.3194830417633057 (2.2926673293113713) | > grad_norm_0: tensor(6.2022, device='cuda:0') (tensor(7.8742, device='cuda:0')) | > loss_gen: 2.576688051223755 (2.5236560801664987) | > loss_kl: 1.907893180847168 (1.870657687385877) | > loss_feat: 7.729641437530518 (7.245652178923289) | > loss_mel: 17.823726654052734 (18.324954907099407) | > loss_duration: 2.006241798400879 (2.088586524128914) | > loss_1: 32.044193267822266 (32.05350796381632) | > grad_norm_1: tensor(97.8150, device='cuda:0') (tensor(81.9252, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3689 (0.36519437034924823) | > loader_time: 0.0031 (0.003282606601715088)  --> TIME: 2024-06-11 09:46:34 -- STEP: 49/330 -- GLOBAL_STEP: 228300 | > loss_disc: 2.2550432682037354 (2.313890968050276) | > loss_disc_real_0: 0.0875447615981102 (0.10664066778762) | > loss_disc_real_1: 0.16905318200588226 (0.19858377746173314) | > loss_disc_real_2: 0.18289536237716675 (0.21083333540935906) | > loss_disc_real_3: 0.19822318851947784 (0.2260700753148721) | > loss_disc_real_4: 0.23006799817085266 (0.2244900607941102) | > loss_disc_real_5: 0.21303294599056244 (0.2153468013417964) | > loss_0: 2.2550432682037354 (2.313890968050276) | > grad_norm_0: tensor(9.2460, device='cuda:0') (tensor(8.8457, device='cuda:0')) | > loss_gen: 2.5935258865356445 (2.5098028912836186) | > loss_kl: 1.890851378440857 (1.8704148312004245) | > loss_feat: 7.782388687133789 (7.170087824062425) | > loss_mel: 18.384967803955078 (18.276683807373043) | > loss_duration: 1.9537020921707153 (2.046759126137713) | > loss_1: 32.60543441772461 (31.873748662520427) | > grad_norm_1: tensor(58.2219, device='cuda:0') (tensor(87.7348, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3661 (0.3661539700566507) | > loader_time: 0.004 (0.0034443650926862445)  --> TIME: 2024-06-11 09:46:43 -- STEP: 74/330 -- GLOBAL_STEP: 228325 | > loss_disc: 2.341104507446289 (2.320940829612114) | > loss_disc_real_0: 0.13305719196796417 (0.10827600573365753) | > loss_disc_real_1: 0.16846860945224762 (0.19849443939086553) | > loss_disc_real_2: 0.1930534541606903 (0.21108666867823214) | > loss_disc_real_3: 0.19142484664916992 (0.22578801536882245) | > loss_disc_real_4: 0.23224768042564392 (0.2266502334056674) | > loss_disc_real_5: 0.204752579331398 (0.21628198531028386) | > loss_0: 2.341104507446289 (2.320940829612114) | > grad_norm_0: tensor(6.5849, device='cuda:0') (tensor(8.7224, device='cuda:0')) | > loss_gen: 2.4580862522125244 (2.5099279268367867) | > loss_kl: 1.8691574335098267 (1.8818091315192145) | > loss_feat: 7.242752552032471 (7.206148675970129) | > loss_mel: 18.559104919433594 (18.275547079137855) | > loss_duration: 1.9539015293121338 (2.029284399908941) | > loss_1: 32.083003997802734 (31.902717281032253) | > grad_norm_1: tensor(69.9881, device='cuda:0') (tensor(99.3276, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3629 (0.3677508154430906) | > loader_time: 0.0035 (0.0036071216737901843)  --> TIME: 2024-06-11 09:46:53 -- STEP: 99/330 -- GLOBAL_STEP: 228350 | > loss_disc: 2.209907293319702 (2.3263164698475536) | > loss_disc_real_0: 0.0981987863779068 (0.10923381834620177) | > loss_disc_real_1: 0.16835546493530273 (0.20008644702458625) | > loss_disc_real_2: 0.18473468720912933 (0.21086899273925358) | > loss_disc_real_3: 0.20148329436779022 (0.22595200830637807) | > loss_disc_real_4: 0.19915194809436798 (0.22650518727422964) | > loss_disc_real_5: 0.20207826793193817 (0.21629910502168867) | > loss_0: 2.209907293319702 (2.3263164698475536) | > grad_norm_0: tensor(9.6439, device='cuda:0') (tensor(8.7013, device='cuda:0')) | > loss_gen: 2.5471749305725098 (2.500339630878332) | > loss_kl: 1.8986868858337402 (1.8921472231547039) | > loss_feat: 7.742452621459961 (7.182826938051166) | > loss_mel: 18.38170623779297 (18.18200860842309) | > loss_duration: 2.0365612506866455 (2.0276586587982934) | > loss_1: 32.60658264160156 (31.78498112071644) | > grad_norm_1: tensor(206.9109, device='cuda:0') (tensor(100.6252, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3588 (0.3677107348586575) | > loader_time: 0.0039 (0.003636882762716274)  --> TIME: 2024-06-11 09:47:02 -- STEP: 124/330 -- GLOBAL_STEP: 228375 | > loss_disc: 2.316647529602051 (2.3295056012368964) | > loss_disc_real_0: 0.09653814136981964 (0.11026306564529095) | > loss_disc_real_1: 0.21070420742034912 (0.19971079715797982) | > loss_disc_real_2: 0.20548364520072937 (0.2119704177302699) | > loss_disc_real_3: 0.21904130280017853 (0.22677588510897853) | > loss_disc_real_4: 0.2019822895526886 (0.22616815843409108) | > loss_disc_real_5: 0.19119161367416382 (0.21771732910025504) | > loss_0: 2.316647529602051 (2.3295056012368964) | > grad_norm_0: tensor(13.2318, device='cuda:0') (tensor(9.7320, device='cuda:0')) | > loss_gen: 2.5406391620635986 (2.503028850401601) | > loss_kl: 1.9612088203430176 (1.9046469301946702) | > loss_feat: 7.600224018096924 (7.185857103716943) | > loss_mel: 18.897932052612305 (18.182190018315463) | > loss_duration: 2.06123423576355 (2.0304419494444317) | > loss_1: 33.061241149902344 (31.8061650183893) | > grad_norm_1: tensor(190.3849, device='cuda:0') (tensor(118.3178, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3694 (0.3681488287064338) | > loader_time: 0.004 (0.0036834862924391225)  --> TIME: 2024-06-11 09:47:12 -- STEP: 149/330 -- GLOBAL_STEP: 228400 | > loss_disc: 2.323312997817993 (2.329821925835321) | > loss_disc_real_0: 0.08525664359331131 (0.11114532695520639) | > loss_disc_real_1: 0.1710238754749298 (0.1993899955445488) | > loss_disc_real_2: 0.2299472838640213 (0.21165192227235574) | > loss_disc_real_3: 0.20380830764770508 (0.22665958986586374) | > loss_disc_real_4: 0.22285506129264832 (0.22697078271600216) | > loss_disc_real_5: 0.18078012764453888 (0.2178254691546395) | > loss_0: 2.323312997817993 (2.329821925835321) | > grad_norm_0: tensor(6.9668, device='cuda:0') (tensor(10.6841, device='cuda:0')) | > loss_gen: 2.527944326400757 (2.503902104076923) | > loss_kl: 2.013526439666748 (1.9160838863193588) | > loss_feat: 7.587521076202393 (7.188542938872471) | > loss_mel: 18.78034782409668 (18.159610645883028) | > loss_duration: 2.0535852909088135 (2.0323506689711706) | > loss_1: 32.96292495727539 (31.800490385733994) | > grad_norm_1: tensor(99.3949, device='cuda:0') (tensor(124.8919, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3826 (0.37063519746665197) | > loader_time: 0.0039 (0.0037844965121890074)  --> TIME: 2024-06-11 09:47:22 -- STEP: 174/330 -- GLOBAL_STEP: 228425 | > loss_disc: 2.432150363922119 (2.335850982830442) | > loss_disc_real_0: 0.0939372181892395 (0.11190125414694858) | > loss_disc_real_1: 0.2187889963388443 (0.1997233228436832) | > loss_disc_real_2: 0.20318910479545593 (0.21211629729161316) | > loss_disc_real_3: 0.26395654678344727 (0.2276430224207626) | > loss_disc_real_4: 0.2514286935329437 (0.22739056891751008) | > loss_disc_real_5: 0.23167526721954346 (0.21814147956754965) | > loss_0: 2.432150363922119 (2.335850982830442) | > grad_norm_0: tensor(22.0096, device='cuda:0') (tensor(12.7300, device='cuda:0')) | > loss_gen: 2.4591262340545654 (2.504389508017176) | > loss_kl: 1.7529017925262451 (1.9181594992506092) | > loss_feat: 7.013421058654785 (7.189886857723367) | > loss_mel: 18.0115909576416 (18.154591089007496) | > loss_duration: 2.128162384033203 (2.0366257216738557) | > loss_1: 31.365201950073242 (31.803652741443152) | > grad_norm_1: tensor(273.0858, device='cuda:0') (tensor(151.4640, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.4061 (0.3731288005565778) | > loader_time: 0.0049 (0.0038741498157895847)  --> TIME: 2024-06-11 09:47:32 -- STEP: 199/330 -- GLOBAL_STEP: 228450 | > loss_disc: 2.3577442169189453 (2.3384374338178784) | > loss_disc_real_0: 0.10761317610740662 (0.11305535588432193) | > loss_disc_real_1: 0.1917673796415329 (0.19981205388529216) | > loss_disc_real_2: 0.24305018782615662 (0.2119495481552191) | > loss_disc_real_3: 0.21234697103500366 (0.22721934603087268) | > loss_disc_real_4: 0.21970407664775848 (0.22796426563706224) | > loss_disc_real_5: 0.22837555408477783 (0.21871474535021945) | > loss_0: 2.3577442169189453 (2.3384374338178784) | > grad_norm_0: tensor(6.1886, device='cuda:0') (tensor(14.4113, device='cuda:0')) | > loss_gen: 2.649630069732666 (2.5056955982093205) | > loss_kl: 1.9008430242538452 (1.920342099127458) | > loss_feat: 7.245651721954346 (7.194837522267097) | > loss_mel: 17.61903190612793 (18.12664272557551) | > loss_duration: 2.1560494899749756 (2.043571781872503) | > loss_1: 31.571205139160156 (31.79108979114935) | > grad_norm_1: tensor(336.7042, device='cuda:0') (tensor(173.8795, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.3959 (0.37686963297014886) | > loader_time: 0.0046 (0.003988966869948496)  --> TIME: 2024-06-11 09:47:43 -- STEP: 224/330 -- GLOBAL_STEP: 228475 | > loss_disc: 2.2327983379364014 (2.342481736625945) | > loss_disc_real_0: 0.11306305229663849 (0.11337543731289247) | > loss_disc_real_1: 0.18429820239543915 (0.20070410865758145) | > loss_disc_real_2: 0.19181939959526062 (0.21225096145644784) | > loss_disc_real_3: 0.19506284594535828 (0.22783277057377355) | > loss_disc_real_4: 0.1851343810558319 (0.22811226247410682) | > loss_disc_real_5: 0.19768637418746948 (0.2198524199692266) | > loss_0: 2.2327983379364014 (2.342481736625945) | > grad_norm_0: tensor(11.4045, device='cuda:0') (tensor(16.7426, device='cuda:0')) | > loss_gen: 2.4773411750793457 (2.51046837866306) | > loss_kl: 1.8194843530654907 (1.920348955584424) | > loss_feat: 7.25770902633667 (7.210003097142492) | > loss_mel: 17.357833862304688 (18.086218876498084) | > loss_duration: 2.155001163482666 (2.050167448286498) | > loss_1: 31.06736946105957 (31.777206812586105) | > grad_norm_1: tensor(222.5153, device='cuda:0') (tensor(194.1810, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.4005 (0.3802006744912695) | > loader_time: 0.0053 (0.004118674567767553)  --> TIME: 2024-06-11 09:47:53 -- STEP: 249/330 -- GLOBAL_STEP: 228500 | > loss_disc: 2.4277384281158447 (2.343916319460276) | > loss_disc_real_0: 0.16611433029174805 (0.1148374818833956) | > loss_disc_real_1: 0.21023118495941162 (0.20106372721942076) | > loss_disc_real_2: 0.23767557740211487 (0.21258707643752117) | > loss_disc_real_3: 0.2573544681072235 (0.2278977833000053) | > loss_disc_real_4: 0.23841887712478638 (0.22775067239401325) | > loss_disc_real_5: 0.25193896889686584 (0.21960680288483336) | > loss_0: 2.4277384281158447 (2.343916319460276) | > grad_norm_0: tensor(46.9312, device='cuda:0') (tensor(19.8705, device='cuda:0')) | > loss_gen: 2.5138349533081055 (2.5187747009307957) | > loss_kl: 1.8165500164031982 (1.922068681104116) | > loss_feat: 6.556724548339844 (7.2349579994937026) | > loss_mel: 17.384471893310547 (18.08143290171183) | > loss_duration: 2.1331539154052734 (2.057938184604107) | > loss_1: 30.40473747253418 (31.815172486515888) | > grad_norm_1: tensor(535.2376, device='cuda:0') (tensor(214.5721, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.4206 (0.3845954324346951) | > loader_time: 0.0056 (0.004251925342054254) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_228500.pth  --> TIME: 2024-06-11 09:48:10 -- STEP: 274/330 -- GLOBAL_STEP: 228525 | > loss_disc: 2.392986297607422 (2.3432622669387047) | > loss_disc_real_0: 0.17995569109916687 (0.11543186414089512) | > loss_disc_real_1: 0.16795454919338226 (0.20051593817498561) | > loss_disc_real_2: 0.24817831814289093 (0.21284898397696278) | > loss_disc_real_3: 0.23720431327819824 (0.2278115156575711) | > loss_disc_real_4: 0.27525877952575684 (0.22772149409908443) | > loss_disc_real_5: 0.2543669641017914 (0.21981154621517565) | > loss_0: 2.392986297607422 (2.3432622669387047) | > grad_norm_0: tensor(76.8254, device='cuda:0') (tensor(22.7036, device='cuda:0')) | > loss_gen: 2.5227651596069336 (2.521416400470871) | > loss_kl: 2.034135341644287 (1.9227632253709501) | > loss_feat: 7.08896541595459 (7.243569367123346) | > loss_mel: 16.95912742614746 (18.02870247137808) | > loss_duration: 2.1441400051116943 (2.0654013013317623) | > loss_1: 30.74913215637207 (31.781852784818106) | > grad_norm_1: tensor(669.0040, device='cuda:0') (tensor(239.1946, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.4463 (0.389856272370276) | > loader_time: 0.0063 (0.004467998977995269)  --> TIME: 2024-06-11 09:48:22 -- STEP: 299/330 -- GLOBAL_STEP: 228550 | > loss_disc: 2.367095470428467 (2.3456702471576807) | > loss_disc_real_0: 0.1893116533756256 (0.11703512580897094) | > loss_disc_real_1: 0.2137875109910965 (0.20107059006308228) | > loss_disc_real_2: 0.22190405428409576 (0.21269369429369833) | > loss_disc_real_3: 0.19409874081611633 (0.227819120804203) | > loss_disc_real_4: 0.18777185678482056 (0.2273937922257643) | > loss_disc_real_5: 0.20859527587890625 (0.21940855656977876) | > loss_0: 2.367095470428467 (2.3456702471576807) | > grad_norm_0: tensor(39.9747, device='cuda:0') (tensor(25.2834, device='cuda:0')) | > loss_gen: 2.456451416015625 (2.5242310248091053) | > loss_kl: 1.9869916439056396 (1.9235846665391954) | > loss_feat: 7.456902503967285 (7.262173585668456) | > loss_mel: 17.452285766601562 (17.981762755275973) | > loss_duration: 2.2274317741394043 (2.075452352845947) | > loss_1: 31.580062866210938 (31.76720437397526) | > grad_norm_1: tensor(412.6045, device='cuda:0') (tensor(255.1813, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.4631 (0.3957477516952568) | > loader_time: 0.0067 (0.004644932954207711)  --> TIME: 2024-06-11 09:48:36 -- STEP: 324/330 -- GLOBAL_STEP: 228575 | > loss_disc: 2.259364604949951 (2.346318144857149) | > loss_disc_real_0: 0.14646518230438232 (0.11780595326405244) | > loss_disc_real_1: 0.1840287446975708 (0.2011798902150289) | > loss_disc_real_2: 0.2140590101480484 (0.21266076336672277) | > loss_disc_real_3: 0.22160275280475616 (0.22744944558283428) | > loss_disc_real_4: 0.20962078869342804 (0.2272185658415158) | > loss_disc_real_5: 0.1795744001865387 (0.21912606180082128) | > loss_0: 2.259364604949951 (2.346318144857149) | > grad_norm_0: tensor(19.4037, device='cuda:0') (tensor(25.6762, device='cuda:0')) | > loss_gen: 2.5995140075683594 (2.520931528674231) | > loss_kl: 2.012035369873047 (1.9268939285366624) | > loss_feat: 10.247222900390625 (7.312798918029408) | > loss_mel: 19.017728805541992 (17.95505318229582) | > loss_duration: 2.272134304046631 (2.089234324517073) | > loss_1: 36.14863586425781 (31.80491186660013) | > grad_norm_1: tensor(390.0793, device='cuda:0') (tensor(259.5914, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.6156 (0.40721596023182827) | > loader_time: 0.0093 (0.004924033159091148)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.492252826690674 (2.492252826690674) | > loss_disc_real_0: 0.15197205543518066 (0.15197205543518066) | > loss_disc_real_1: 0.269618958234787 (0.269618958234787) | > loss_disc_real_2: 0.2031858116388321 (0.2031858116388321) | > loss_disc_real_3: 0.20487260818481445 (0.20487260818481445) | > loss_disc_real_4: 0.2009442299604416 (0.2009442299604416) | > loss_disc_real_5: 0.25194159150123596 (0.25194159150123596) | > loss_0: 2.492252826690674 (2.492252826690674) | > loss_gen: 2.252795696258545 (2.252795696258545) | > loss_kl: 2.072099447250366 (2.072099447250366) | > loss_feat: 6.344630241394043 (6.344630241394043) | > loss_mel: 15.030765533447266 (15.030765533447266) | > loss_duration: 2.832301378250122 (2.832301378250122) | > loss_1: 28.5325927734375 (28.5325927734375)  --> STEP: 1 | > loss_disc: 2.3827524185180664 (2.3827524185180664) | > loss_disc_real_0: 0.0732547789812088 (0.0732547789812088) | > loss_disc_real_1: 0.265767902135849 (0.265767902135849) | > loss_disc_real_2: 0.15150068700313568 (0.15150068700313568) | > loss_disc_real_3: 0.21537472307682037 (0.21537472307682037) | > loss_disc_real_4: 0.2427365779876709 (0.2427365779876709) | > loss_disc_real_5: 0.24212521314620972 (0.24212521314620972) | > loss_0: 2.3827524185180664 (2.3827524185180664) | > loss_gen: 2.344993829727173 (2.344993829727173) | > loss_kl: 2.7801434993743896 (2.7801434993743896) | > loss_feat: 6.725409507751465 (6.725409507751465) | > loss_mel: 18.215126037597656 (18.215126037597656) | > loss_duration: 2.440563678741455 (2.440563678741455) | > loss_1: 32.5062370300293 (32.5062370300293)  --> STEP: 2 | > loss_disc: 2.1125636100769043 (2.2476580142974854) | > loss_disc_real_0: 0.052432022988796234 (0.06284340098500252) | > loss_disc_real_1: 0.21189625561237335 (0.23883207887411118) | > loss_disc_real_2: 0.1476736068725586 (0.14958714693784714) | > loss_disc_real_3: 0.21987392008304596 (0.21762432157993317) | > loss_disc_real_4: 0.18435055017471313 (0.21354356408119202) | > loss_disc_real_5: 0.1354595273733139 (0.1887923702597618) | > loss_0: 2.1125636100769043 (2.2476580142974854) | > loss_gen: 2.241778612136841 (2.293386220932007) | > loss_kl: 2.725034475326538 (2.752588987350464) | > loss_feat: 6.7875142097473145 (6.75646185874939) | > loss_mel: 18.12236976623535 (18.168747901916504) | > loss_duration: 2.504352569580078 (2.4724581241607666) | > loss_1: 32.38105010986328 (32.44364356994629)  --> STEP: 3 | > loss_disc: 2.43692946434021 (2.31074849764506) | > loss_disc_real_0: 0.19871249794960022 (0.10813309997320175) | > loss_disc_real_1: 0.2544112801551819 (0.24402514596780142) | > loss_disc_real_2: 0.20028156042099 (0.16648528476556143) | > loss_disc_real_3: 0.2149285525083542 (0.21672573188940683) | > loss_disc_real_4: 0.24806176126003265 (0.22504962980747223) | > loss_disc_real_5: 0.2070792019367218 (0.19488798081874847) | > loss_0: 2.43692946434021 (2.31074849764506) | > loss_gen: 2.3644649982452393 (2.3170791467030845) | > loss_kl: 2.1480236053466797 (2.5510671933492026) | > loss_feat: 5.615090370178223 (6.376004695892334) | > loss_mel: 15.086424827575684 (17.14130687713623) | > loss_duration: 2.282255172729492 (2.409057140350342) | > loss_1: 27.496259689331055 (30.79451560974121)  --> STEP: 4 | > loss_disc: 2.35374116897583 (2.3214966654777527) | > loss_disc_real_0: 0.11395491659641266 (0.10958855412900448) | > loss_disc_real_1: 0.2013588398694992 (0.23335856944322586) | > loss_disc_real_2: 0.23453380167484283 (0.18349741399288177) | > loss_disc_real_3: 0.2262902855873108 (0.21911687031388283) | > loss_disc_real_4: 0.21339274942874908 (0.22213540971279144) | > loss_disc_real_5: 0.13703231513500214 (0.1804240643978119) | > loss_0: 2.35374116897583 (2.3214966654777527) | > loss_gen: 2.2208127975463867 (2.29301255941391) | > loss_kl: 2.928257942199707 (2.6453648805618286) | > loss_feat: 6.534891128540039 (6.41572630405426) | > loss_mel: 18.011287689208984 (17.35880208015442) | > loss_duration: 2.2285914421081543 (2.363940715789795) | > loss_1: 31.923843383789062 (31.076847553253174)  --> STEP: 5 | > loss_disc: 2.081892251968384 (2.273575782775879) | > loss_disc_real_0: 0.09697762131690979 (0.10706636756658554) | > loss_disc_real_1: 0.21478769183158875 (0.22964439392089844) | > loss_disc_real_2: 0.2469024807214737 (0.19617842733860016) | > loss_disc_real_3: 0.17433282732963562 (0.2101600617170334) | > loss_disc_real_4: 0.16164487600326538 (0.21003730297088624) | > loss_disc_real_5: 0.16490526497364044 (0.1773203045129776) | > loss_0: 2.081892251968384 (2.273575782775879) | > loss_gen: 2.5104892253875732 (2.3365078926086427) | > loss_kl: 2.0704548358917236 (2.5303828716278076) | > loss_feat: 8.527787208557129 (6.838138484954834) | > loss_mel: 20.042497634887695 (17.895541191101074) | > loss_duration: 2.3585920333862305 (2.362870979309082) | > loss_1: 35.509822845458984 (31.963442611694337)  --> STEP: 6 | > loss_disc: 2.4155876636505127 (2.297244429588318) | > loss_disc_real_0: 0.1116398274898529 (0.1078286108871301) | > loss_disc_real_1: 0.23035529255867004 (0.2297628770271937) | > loss_disc_real_2: 0.1858188509941101 (0.19445183128118515) | > loss_disc_real_3: 0.18365055322647095 (0.20574181030193964) | > loss_disc_real_4: 0.191697359085083 (0.2069806456565857) | > loss_disc_real_5: 0.23544356226921082 (0.18700751413901648) | > loss_0: 2.4155876636505127 (2.297244429588318) | > loss_gen: 2.2152693271636963 (2.316301465034485) | > loss_kl: 2.4474575519561768 (2.516561985015869) | > loss_feat: 5.972599983215332 (6.69388206799825) | > loss_mel: 18.683391571044922 (18.02684958775838) | > loss_duration: 2.121365785598755 (2.3226201136906943) | > loss_1: 31.44008445739746 (31.876216252644856)  --> STEP: 7 | > loss_disc: 2.348158121109009 (2.3045178140912737) | > loss_disc_real_0: 0.11820447444915771 (0.1093108771102769) | > loss_disc_real_1: 0.2428053766489029 (0.23162609125886643) | > loss_disc_real_2: 0.22487691044807434 (0.19879827116216933) | > loss_disc_real_3: 0.20404958724975586 (0.20550006415162766) | > loss_disc_real_4: 0.21565861999988556 (0.2082203562770571) | > loss_disc_real_5: 0.2546898424625397 (0.19667641818523407) | > loss_0: 2.348158121109009 (2.3045178140912737) | > loss_gen: 2.3431003093719482 (2.320129871368408) | > loss_kl: 3.2668964862823486 (2.623752628053938) | > loss_feat: 6.024540424346924 (6.598261833190918) | > loss_mel: 16.336767196655273 (17.785409246172225) | > loss_duration: 2.503206253051758 (2.3484181335994174) | > loss_1: 30.474510192871094 (31.675972529820033)  --> STEP: 8 | > loss_disc: 2.1322245597839355 (2.2829811573028564) | > loss_disc_real_0: 0.07649073004722595 (0.10520835872739553) | > loss_disc_real_1: 0.2468177080154419 (0.23352504335343838) | > loss_disc_real_2: 0.27550405263900757 (0.2083864938467741) | > loss_disc_real_3: 0.18146875500679016 (0.202496150508523) | > loss_disc_real_4: 0.24702829122543335 (0.21307134814560413) | > loss_disc_real_5: 0.2482757866382599 (0.2031263392418623) | > loss_0: 2.1322245597839355 (2.2829811573028564) | > loss_gen: 2.9052398204803467 (2.3932686150074005) | > loss_kl: 2.9528086185455322 (2.664884626865387) | > loss_feat: 11.00768756866455 (7.149440050125122) | > loss_mel: 19.291730880737305 (17.97369945049286) | > loss_duration: 2.2318055629730225 (2.333841562271118) | > loss_1: 38.3892707824707 (32.51513481140137)  --> STEP: 9 | > loss_disc: 2.359192371368408 (2.2914490699768066) | > loss_disc_real_0: 0.05686235427856445 (0.09983658045530319) | > loss_disc_real_1: 0.20583318173885345 (0.2304481698407067) | > loss_disc_real_2: 0.18077898025512695 (0.2053189923365911) | > loss_disc_real_3: 0.22251932322978973 (0.20472094747755262) | > loss_disc_real_4: 0.2552206218242645 (0.2177546007765664) | > loss_disc_real_5: 0.2480301856994629 (0.20811565551492903) | > loss_0: 2.359192371368408 (2.2914490699768066) | > loss_gen: 2.4443302154541016 (2.398942126168145) | > loss_kl: 2.5432374477386475 (2.6513682736290827) | > loss_feat: 8.307193756103516 (7.278079350789388) | > loss_mel: 20.730195999145508 (18.279976844787598) | > loss_duration: 2.1169159412384033 (2.3097387154897056) | > loss_1: 36.14187240600586 (32.91810565524631)  --> STEP: 10 | > loss_disc: 2.36342191696167 (2.298646354675293) | > loss_disc_real_0: 0.12563008069992065 (0.10241593047976494) | > loss_disc_real_1: 0.2503897547721863 (0.23244232833385467) | > loss_disc_real_2: 0.22115367650985718 (0.2069024607539177) | > loss_disc_real_3: 0.2024470418691635 (0.20449355691671373) | > loss_disc_real_4: 0.21355174481868744 (0.2173343151807785) | > loss_disc_real_5: 0.23600944876670837 (0.21090503484010698) | > loss_0: 2.36342191696167 (2.298646354675293) | > loss_gen: 2.3187003135681152 (2.390917944908142) | > loss_kl: 2.2873969078063965 (2.614971137046814) | > loss_feat: 5.407764911651611 (7.091047906875611) | > loss_mel: 15.03731632232666 (17.955710792541502) | > loss_duration: 2.369046688079834 (2.3156695127487184) | > loss_1: 27.42022705078125 (32.36831779479981)  --> STEP: 11 | > loss_disc: 2.116255760192871 (2.2820653915405273) | > loss_disc_real_0: 0.08984328806400299 (0.10127296298742294) | > loss_disc_real_1: 0.23301076889038086 (0.23249400474808432) | > loss_disc_real_2: 0.2256101369857788 (0.2086031585931778) | > loss_disc_real_3: 0.17524787783622742 (0.2018348588184877) | > loss_disc_real_4: 0.2455282360315323 (0.2198973988944834) | > loss_disc_real_5: 0.2463073581457138 (0.2141234278678894) | > loss_0: 2.116255760192871 (2.2820653915405273) | > loss_gen: 3.1822314262390137 (2.4628555341200395) | > loss_kl: 2.935009479522705 (2.6440655318173496) | > loss_feat: 8.893362045288086 (7.25489464673129) | > loss_mel: 18.820438385009766 (18.0343223918568) | > loss_duration: 2.4597277641296387 (2.328765717419711) | > loss_1: 36.290767669677734 (32.72490414706144)  --> STEP: 12 | > loss_disc: 2.4583845138549805 (2.2967586517333984) | > loss_disc_real_0: 0.11979719996452332 (0.10281664940218131) | > loss_disc_real_1: 0.22088803350925446 (0.23152684047818184) | > loss_disc_real_2: 0.25647804141044617 (0.2125927321612835) | > loss_disc_real_3: 0.17082881927490234 (0.19925102218985558) | > loss_disc_real_4: 0.2238481193780899 (0.2202266256014506) | > loss_disc_real_5: 0.18343904614448547 (0.21156639605760574) | > loss_0: 2.4583845138549805 (2.2967586517333984) | > loss_gen: 2.0725841522216797 (2.430332918961843) | > loss_kl: 2.529418706893921 (2.634511629740397) | > loss_feat: 4.644362449645996 (7.037350296974182) | > loss_mel: 14.446333885192871 (17.735323349634807) | > loss_duration: 2.3185791969299316 (2.3279168407122293) | > loss_1: 26.01127815246582 (32.16543531417847)  --> STEP: 13 | > loss_disc: 2.4618091583251953 (2.309454844548152) | > loss_disc_real_0: 0.13419906795024872 (0.10523068159818649) | > loss_disc_real_1: 0.26286712288856506 (0.2339376314328267) | > loss_disc_real_2: 0.18282748758792877 (0.21030309796333313) | > loss_disc_real_3: 0.24069610238075256 (0.20243910528146303) | > loss_disc_real_4: 0.19575908780097961 (0.21834450730910668) | > loss_disc_real_5: 0.19016899168491364 (0.20992044187509096) | > loss_0: 2.4618091583251953 (2.309454844548152) | > loss_gen: 2.0970356464385986 (2.4046946672292857) | > loss_kl: 2.5486695766448975 (2.627908394886897) | > loss_feat: 5.529163360595703 (6.921335917252761) | > loss_mel: 16.40976333618164 (17.633357194753792) | > loss_duration: 2.13968563079834 (2.3134375168726993) | > loss_1: 28.724319458007812 (31.90073409447303)  --> STEP: 14 | > loss_disc: 2.2694413661956787 (2.306596738951547) | > loss_disc_real_0: 0.11896653473377228 (0.10621181396501404) | > loss_disc_real_1: 0.24481752514839172 (0.2347147666982242) | > loss_disc_real_2: 0.15122927725315094 (0.20608353934117726) | > loss_disc_real_3: 0.19843412935733795 (0.20215303557259695) | > loss_disc_real_4: 0.23004859685897827 (0.21918051370552608) | > loss_disc_real_5: 0.15350595116615295 (0.2058908353958811) | > loss_0: 2.2694413661956787 (2.306596738951547) | > loss_gen: 2.3061726093292236 (2.3976573773792813) | > loss_kl: 2.9792423248291016 (2.6530036755970547) | > loss_feat: 6.851442813873291 (6.916343552725656) | > loss_mel: 18.73214340209961 (17.71184192384992) | > loss_duration: 2.380733013153076 (2.3182443380355835) | > loss_1: 33.249732971191406 (31.997091157095774)  --> STEP: 15 | > loss_disc: 2.1678030490875244 (2.2973438262939454) | > loss_disc_real_0: 0.12415336072444916 (0.10740791708230972) | > loss_disc_real_1: 0.2813490331172943 (0.23782371779282888) | > loss_disc_real_2: 0.12665033340454102 (0.20078799227873484) | > loss_disc_real_3: 0.18696297705173492 (0.2011403650045395) | > loss_disc_real_4: 0.1885465830564499 (0.21713825166225434) | > loss_disc_real_5: 0.185321643948555 (0.20451955596605936) | > loss_0: 2.1678030490875244 (2.2973438262939454) | > loss_gen: 2.5194764137268066 (2.405778646469116) | > loss_kl: 3.0228683948516846 (2.677661323547363) | > loss_feat: 7.882978439331055 (6.980785878499349) | > loss_mel: 18.783845901489258 (17.783308855692546) | > loss_duration: 2.317072629928589 (2.318166224161784) | > loss_1: 34.5262451171875 (32.165701421101886)  --> STEP: 16 | > loss_disc: 2.6066105365753174 (2.316672995686531) | > loss_disc_real_0: 0.17437589168548584 (0.11159341549500823) | > loss_disc_real_1: 0.32933878898620605 (0.24354340974241495) | > loss_disc_real_2: 0.24831634759902954 (0.20375851448625326) | > loss_disc_real_3: 0.19242292642593384 (0.20059552509337664) | > loss_disc_real_4: 0.20039480924606323 (0.2160917865112424) | > loss_disc_real_5: 0.2500368356704712 (0.2073643859475851) | > loss_0: 2.6066105365753174 (2.316672995686531) | > loss_gen: 2.279834747314453 (2.3979071527719498) | > loss_kl: 2.672480821609497 (2.6773375421762466) | > loss_feat: 6.926435470581055 (6.977388978004456) | > loss_mel: 16.59918212890625 (17.709300935268402) | > loss_duration: 2.360161066055298 (2.3207909017801285) | > loss_1: 30.838092803955078 (32.08272588253021)  --> STEP: 17 | > loss_disc: 2.1749868392944336 (2.3083385158987606) | > loss_disc_real_0: 0.12823550403118134 (0.112572361879489) | > loss_disc_real_1: 0.25942814350128174 (0.2444778058458777) | > loss_disc_real_2: 0.2509217858314514 (0.20653282456538258) | > loss_disc_real_3: 0.18524707853794098 (0.19969267529599807) | > loss_disc_real_4: 0.1656506508588791 (0.21312466088463278) | > loss_disc_real_5: 0.25579872727394104 (0.21021346484913545) | > loss_0: 2.1749868392944336 (2.3083385158987606) | > loss_gen: 2.736729383468628 (2.4178378722246956) | > loss_kl: 2.0997226238250732 (2.6433601940379425) | > loss_feat: 7.130411148071289 (6.986390282126034) | > loss_mel: 16.98426628112793 (17.666651837966022) | > loss_duration: 2.414936065673828 (2.326328852597405) | > loss_1: 31.366065979003906 (32.0405694176169)  --> STEP: 18 | > loss_disc: 2.369539976119995 (2.3117385970221624) | > loss_disc_real_0: 0.11847496032714844 (0.11290028401547009) | > loss_disc_real_1: 0.3247727155685425 (0.24893863416380352) | > loss_disc_real_2: 0.23027528822422028 (0.2078518503242069) | > loss_disc_real_3: 0.19428780674934387 (0.19939240482118395) | > loss_disc_real_4: 0.19203567504882812 (0.2119530505604214) | > loss_disc_real_5: 0.1230466291308403 (0.20537086286478573) | > loss_0: 2.369539976119995 (2.3117385970221624) | > loss_gen: 2.5083746910095215 (2.422867695490519) | > loss_kl: 2.715549945831299 (2.6473707358042398) | > loss_feat: 8.163308143615723 (7.05177460776435) | > loss_mel: 20.461986541748047 (17.821948210398357) | > loss_duration: 2.2853569984436035 (2.3240526384777493) | > loss_1: 36.134578704833984 (32.26801437801785)  --> STEP: 19 | > loss_disc: 2.514111280441284 (2.322389790886327) | > loss_disc_real_0: 0.17166364192962646 (0.11599309232674147) | > loss_disc_real_1: 0.36847972869873047 (0.25523027071827337) | > loss_disc_real_2: 0.1847732812166214 (0.2066371887922287) | > loss_disc_real_3: 0.21333642303943634 (0.20012630051688143) | > loss_disc_real_4: 0.196746364235878 (0.21115269864860334) | > loss_disc_real_5: 0.25776582956314087 (0.20812849269101494) | > loss_0: 2.514111280441284 (2.322389790886327) | > loss_gen: 2.3687081336975098 (2.4200171922382556) | > loss_kl: 1.6930594444274902 (2.5971438257317794) | > loss_feat: 7.198575019836426 (7.059500945241828) | > loss_mel: 17.649517059326172 (17.812872886657715) | > loss_duration: 2.3213918209075928 (2.323912595447741) | > loss_1: 31.231250762939453 (32.213447871961094)  --> STEP: 20 | > loss_disc: 2.536327600479126 (2.333086681365967) | > loss_disc_real_0: 0.11628290265798569 (0.11600758284330367) | > loss_disc_real_1: 0.24101467430591583 (0.25451949089765546) | > loss_disc_real_2: 0.1919110268354416 (0.20590088069438933) | > loss_disc_real_3: 0.23730990290641785 (0.20198548063635827) | > loss_disc_real_4: 0.1987665891647339 (0.21053339317440986) | > loss_disc_real_5: 0.23964953422546387 (0.2097045447677374) | > loss_0: 2.536327600479126 (2.333086681365967) | > loss_gen: 1.8825398683547974 (2.3931433260440826) | > loss_kl: 2.452261209487915 (2.5898996949195863) | > loss_feat: 4.45753812789917 (6.9294028043746945) | > loss_mel: 13.669233322143555 (17.605690908432006) | > loss_duration: 2.3067002296447754 (2.3230519771575926) | > loss_1: 24.768272399902344 (31.841189098358154)  --> STEP: 21 | > loss_disc: 2.299254894256592 (2.331475643884568) | > loss_disc_real_0: 0.14993920922279358 (0.11762337457566034) | > loss_disc_real_1: 0.3099533021450043 (0.25715919619514827) | > loss_disc_real_2: 0.2557404339313507 (0.20827419275329226) | > loss_disc_real_3: 0.18921789526939392 (0.20137750038078853) | > loss_disc_real_4: 0.2104850560426712 (0.21053109140623183) | > loss_disc_real_5: 0.18443727493286133 (0.2085013414422671) | > loss_0: 2.299254894256592 (2.331475643884568) | > loss_gen: 2.7860445976257324 (2.4118529104051136) | > loss_kl: 2.2163901329040527 (2.572113525299799) | > loss_feat: 7.3010735511779785 (6.9471014113653276) | > loss_mel: 17.415437698364258 (17.596631231762114) | > loss_duration: 2.1861116886138916 (2.316531011036464) | > loss_1: 31.905057907104492 (31.844230470203218)  --> STEP: 22 | > loss_disc: 2.3898093700408936 (2.334127176891674) | > loss_disc_real_0: 0.10049878060817719 (0.11684498394077475) | > loss_disc_real_1: 0.30848628282546997 (0.2594922455874356) | > loss_disc_real_2: 0.208172008395195 (0.2082695480097424) | > loss_disc_real_3: 0.17197786271572113 (0.20004115321419455) | > loss_disc_real_4: 0.25931429862976074 (0.21274850991639224) | > loss_disc_real_5: 0.29797229170799255 (0.2125682028179819) | > loss_0: 2.3898093700408936 (2.334127176891674) | > loss_gen: 2.791430950164795 (2.4291064576669172) | > loss_kl: 1.919853687286377 (2.5424653508446435) | > loss_feat: 7.118377685546875 (6.9548866965553975) | > loss_mel: 15.529855728149414 (17.50268689068881) | > loss_duration: 2.171177625656128 (2.3099240389737217) | > loss_1: 29.53069496154785 (31.739069765264336)  --> STEP: 23 | > loss_disc: 2.3250374794006348 (2.333731972652933) | > loss_disc_real_0: 0.11222249269485474 (0.11664400606051735) | > loss_disc_real_1: 0.28873106837272644 (0.26076349875201343) | > loss_disc_real_2: 0.15582333505153656 (0.20598927788112475) | > loss_disc_real_3: 0.15799129009246826 (0.19821289829585864) | > loss_disc_real_4: 0.19255363941192627 (0.21187047206837198) | > loss_disc_real_5: 0.1964060217142105 (0.21186549929173096) | > loss_0: 2.3250374794006348 (2.333731972652933) | > loss_gen: 2.3698179721832275 (2.426528697428496) | > loss_kl: 2.088975667953491 (2.5227484081102456) | > loss_feat: 7.273310661315918 (6.968731216762377) | > loss_mel: 17.89740753173828 (17.51984865769096) | > loss_duration: 2.2437963485717773 (2.307048921999724) | > loss_1: 31.873306274414062 (31.74490613522737)  --> STEP: 24 | > loss_disc: 2.5190110206604004 (2.3414519329865775) | > loss_disc_real_0: 0.14854106307029724 (0.11797305010259151) | > loss_disc_real_1: 0.27075672149658203 (0.26117988303303713) | > loss_disc_real_2: 0.26810261607170105 (0.20857733363906542) | > loss_disc_real_3: 0.25013041496276855 (0.2003761281569799) | > loss_disc_real_4: 0.27622249722480774 (0.21455180644989014) | > loss_disc_real_5: 0.2810727059841156 (0.21474913290391365) | > loss_0: 2.5190110206604004 (2.3414519329865775) | > loss_gen: 2.39928936958313 (2.425393725434939) | > loss_kl: 2.34666109085083 (2.51541143655777) | > loss_feat: 5.892181873321533 (6.923874994119008) | > loss_mel: 18.16767120361328 (17.546841263771057) | > loss_duration: 2.4108200073242188 (2.311372717221578) | > loss_1: 31.216623306274414 (31.722894350687664)  --> STEP: 25 | > loss_disc: 2.596747875213623 (2.351663770675659) | > loss_disc_real_0: 0.13544043898582458 (0.11867174565792084) | > loss_disc_real_1: 0.36602357029914856 (0.26537363052368157) | > loss_disc_real_2: 0.2780185639858246 (0.2113549828529358) | > loss_disc_real_3: 0.19625453650951385 (0.20021126449108123) | > loss_disc_real_4: 0.22738292813301086 (0.21506505131721496) | > loss_disc_real_5: 0.198555126786232 (0.2141013726592064) | > loss_0: 2.596747875213623 (2.351663770675659) | > loss_gen: 2.302532434463501 (2.4204792737960816) | > loss_kl: 2.655805826187134 (2.521027212142945) | > loss_feat: 5.8362345695495605 (6.880369377136231) | > loss_mel: 15.438514709472656 (17.46250820159912) | > loss_duration: 2.340444326400757 (2.312535581588745) | > loss_1: 28.573532104492188 (31.596919860839844)  --> STEP: 26 | > loss_disc: 2.3846983909606934 (2.352934332994314) | > loss_disc_real_0: 0.05731318145990372 (0.11631180088107403) | > loss_disc_real_1: 0.2714028060436249 (0.2656055218898332) | > loss_disc_real_2: 0.23906756937503815 (0.21242085156532434) | > loss_disc_real_3: 0.2192765474319458 (0.20094454460419142) | > loss_disc_real_4: 0.15521810948848724 (0.2127632458622639) | > loss_disc_real_5: 0.24832306802272797 (0.21541759171164954) | > loss_0: 2.3846983909606934 (2.352934332994314) | > loss_gen: 2.756295919418335 (2.4333952986277065) | > loss_kl: 2.1304924488067627 (2.5060066443223232) | > loss_feat: 14.021296501159668 (7.155020420367901) | > loss_mel: 21.424781799316406 (17.614903339972862) | > loss_duration: 2.2930314540863037 (2.311785422838651) | > loss_1: 42.625892639160156 (32.02111112154447) --> EVAL PERFORMANCE | > avg_loader_time: 0.002499672082754282 (+0.00013675139500544638) | > avg_loss_disc: 2.352934332994314 (+0.05396496791106031) | > avg_loss_disc_real_0: 0.11631180088107403 (-0.0389184784144163) | > avg_loss_disc_real_1: 0.2656055218898332 (+0.06953100573558066) | > avg_loss_disc_real_2: 0.21242085156532434 (-0.00911986226072678) | > avg_loss_disc_real_3: 0.20094454460419142 (-0.06220366863104021) | > avg_loss_disc_real_4: 0.2127632458622639 (-0.017259087700110226) | > avg_loss_disc_real_5: 0.21541759171164954 (-0.0025188856973097917) | > avg_loss_0: 2.352934332994314 (+0.05396496791106031) | > avg_loss_gen: 2.4333952986277065 (-0.24702009329429053) | > avg_loss_kl: 2.5060066443223232 (-0.09056990880232396) | > avg_loss_feat: 7.155020420367901 (-0.23372257672823427) | > avg_loss_mel: 17.614903339972862 (-0.7166850383465118) | > avg_loss_duration: 2.311785422838651 (-0.010770916938782182) | > avg_loss_1: 32.02111112154447 (-1.2987684836754525)  > EPOCH: 426/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:48:59)   --> TIME: 2024-06-11 09:49:07 -- STEP: 19/330 -- GLOBAL_STEP: 228600 | > loss_disc: 2.3445730209350586 (2.3122069961146305) | > loss_disc_real_0: 0.08797110617160797 (0.1033949212808358) | > loss_disc_real_1: 0.23251818120479584 (0.20466468914559013) | > loss_disc_real_2: 0.21785911917686462 (0.21251207276394493) | > loss_disc_real_3: 0.19601832330226898 (0.22481655368679448) | > loss_disc_real_4: 0.23165132105350494 (0.22793586630570262) | > loss_disc_real_5: 0.2184026688337326 (0.21148798261818133) | > loss_0: 2.3445730209350586 (2.3122069961146305) | > grad_norm_0: tensor(9.3432, device='cuda:0') (tensor(12.8811, device='cuda:0')) | > loss_gen: 2.4111626148223877 (2.577923210043656) | > loss_kl: 1.9931613206863403 (1.8066810369491577) | > loss_feat: 6.647821426391602 (7.226303075489245) | > loss_mel: 17.627864837646484 (18.411952771638568) | > loss_duration: 2.027095317840576 (2.111572529140272) | > loss_1: 30.707107543945312 (32.134432441309876) | > grad_norm_1: tensor(147.2992, device='cuda:0') (tensor(146.0269, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3563 (0.3588308911574514) | > loader_time: 0.0035 (0.0030794896577533925)  --> TIME: 2024-06-11 09:49:16 -- STEP: 44/330 -- GLOBAL_STEP: 228625 | > loss_disc: 2.3817710876464844 (2.3229418234391646) | > loss_disc_real_0: 0.13324278593063354 (0.10649457929486578) | > loss_disc_real_1: 0.20182307064533234 (0.1982452849095518) | > loss_disc_real_2: 0.20574921369552612 (0.21432957662777466) | > loss_disc_real_3: 0.26270073652267456 (0.22796594182198698) | > loss_disc_real_4: 0.24454453587532043 (0.22569506581534038) | > loss_disc_real_5: 0.24615629017353058 (0.21335900371724908) | > loss_0: 2.3817710876464844 (2.3229418234391646) | > grad_norm_0: tensor(9.9065, device='cuda:0') (tensor(10.7464, device='cuda:0')) | > loss_gen: 2.6557512283325195 (2.55629423531619) | > loss_kl: 1.8806718587875366 (1.8389145948670127) | > loss_feat: 7.548422336578369 (7.247792970050465) | > loss_mel: 18.49496841430664 (18.34024711088701) | > loss_duration: 1.947502613067627 (2.052149534225464) | > loss_1: 32.52731704711914 (32.0353983965787) | > grad_norm_1: tensor(98.9070, device='cuda:0') (tensor(130.3398, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3816 (0.36301897872578015) | > loader_time: 0.0038 (0.003271828998218883)  --> TIME: 2024-06-11 09:49:25 -- STEP: 69/330 -- GLOBAL_STEP: 228650 | > loss_disc: 2.3861327171325684 (2.332517485687698) | > loss_disc_real_0: 0.09480263292789459 (0.10894551970388579) | > loss_disc_real_1: 0.18273329734802246 (0.19825462219507797) | > loss_disc_real_2: 0.23781968653202057 (0.2139969470276349) | > loss_disc_real_3: 0.22563861310482025 (0.22783983164075491) | > loss_disc_real_4: 0.22804348170757294 (0.22546799092189126) | > loss_disc_real_5: 0.2417224794626236 (0.21562521937100784) | > loss_0: 2.3861327171325684 (2.332517485687698) | > grad_norm_0: tensor(46.1348, device='cuda:0') (tensor(11.5200, device='cuda:0')) | > loss_gen: 2.4663262367248535 (2.521394059277963) | > loss_kl: 1.9076060056686401 (1.8523395009662793) | > loss_feat: 6.636070728302002 (7.16500689326853) | > loss_mel: 17.373600006103516 (18.245130345441293) | > loss_duration: 1.966078519821167 (2.0331385878549098) | > loss_1: 30.349679946899414 (31.817009331523508) | > grad_norm_1: tensor(455.3243, device='cuda:0') (tensor(135.9130, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3868 (0.3674563497736834) | > loader_time: 0.0041 (0.0034408154694930367)  --> TIME: 2024-06-11 09:49:35 -- STEP: 94/330 -- GLOBAL_STEP: 228675 | > loss_disc: 2.335432291030884 (2.3340636390320784) | > loss_disc_real_0: 0.12184350937604904 (0.1094528522263182) | > loss_disc_real_1: 0.21253396570682526 (0.19882985204458237) | > loss_disc_real_2: 0.17759239673614502 (0.21441559541098615) | > loss_disc_real_3: 0.18541455268859863 (0.228679155732723) | > loss_disc_real_4: 0.19371651113033295 (0.2268113782431217) | > loss_disc_real_5: 0.18376566469669342 (0.21658098586696264) | > loss_0: 2.335432291030884 (2.3340636390320784) | > grad_norm_0: tensor(13.7479, device='cuda:0') (tensor(11.9236, device='cuda:0')) | > loss_gen: 2.378331184387207 (2.5202988208608423) | > loss_kl: 2.002568244934082 (1.8617327327423907) | > loss_feat: 7.341900825500488 (7.174269853754247) | > loss_mel: 18.25702476501465 (18.175304189641423) | > loss_duration: 2.0339784622192383 (2.026967838723607) | > loss_1: 32.01380157470703 (31.75857336977695) | > grad_norm_1: tensor(93.9116, device='cuda:0') (tensor(136.8790, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.374 (0.3693487263740377) | > loader_time: 0.0039 (0.003503418983297145)  --> TIME: 2024-06-11 09:49:45 -- STEP: 119/330 -- GLOBAL_STEP: 228700 | > loss_disc: 2.3331758975982666 (2.3336860512485003) | > loss_disc_real_0: 0.11808043718338013 (0.11039652086856987) | > loss_disc_real_1: 0.18766163289546967 (0.19863055671463495) | > loss_disc_real_2: 0.2468491792678833 (0.21403730566762075) | > loss_disc_real_3: 0.22604292631149292 (0.228189068306394) | > loss_disc_real_4: 0.2247065007686615 (0.22656021235870713) | > loss_disc_real_5: 0.22461605072021484 (0.21773483034442456) | > loss_0: 2.3331758975982666 (2.3336860512485003) | > grad_norm_0: tensor(22.6189, device='cuda:0') (tensor(12.4204, device='cuda:0')) | > loss_gen: 2.5095748901367188 (2.521996111429038) | > loss_kl: 1.944925308227539 (1.8764085348914652) | > loss_feat: 7.675285816192627 (7.1875737494781236) | > loss_mel: 18.55454444885254 (18.18957391306131) | > loss_duration: 2.0117850303649902 (2.027033481277337) | > loss_1: 32.69611358642578 (31.8025856659192) | > grad_norm_1: tensor(242.1582, device='cuda:0') (tensor(139.1949, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3759 (0.3704693457659553) | > loader_time: 0.0044 (0.0035877668557046842)  --> TIME: 2024-06-11 09:49:54 -- STEP: 144/330 -- GLOBAL_STEP: 228725 | > loss_disc: 2.3665239810943604 (2.3302668415837804) | > loss_disc_real_0: 0.15329907834529877 (0.11117700870252317) | > loss_disc_real_1: 0.19591553509235382 (0.19843166921701696) | > loss_disc_real_2: 0.23012185096740723 (0.21346046185741824) | > loss_disc_real_3: 0.2249891608953476 (0.22787385640872848) | > loss_disc_real_4: 0.23530159890651703 (0.2254696652914087) | > loss_disc_real_5: 0.22164444625377655 (0.217215467347867) | > loss_0: 2.3665239810943604 (2.3302668415837804) | > grad_norm_0: tensor(42.8188, device='cuda:0') (tensor(14.5115, device='cuda:0')) | > loss_gen: 2.5537991523742676 (2.52521034081777) | > loss_kl: 1.96306312084198 (1.8851282654537096) | > loss_feat: 7.610383987426758 (7.205421017275916) | > loss_mel: 18.151216506958008 (18.177562250031357) | > loss_duration: 2.0315871238708496 (2.0304745096299377) | > loss_1: 32.3100471496582 (31.82379620605045) | > grad_norm_1: tensor(517.7936, device='cuda:0') (tensor(162.8666, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3856 (0.37210478054152596) | > loader_time: 0.0044 (0.0037269526057773167)  --> TIME: 2024-06-11 09:50:04 -- STEP: 169/330 -- GLOBAL_STEP: 228750 | > loss_disc: 2.3222174644470215 (2.3290671836695007) | > loss_disc_real_0: 0.05781002715229988 (0.1111185555759619) | > loss_disc_real_1: 0.1878003627061844 (0.19780009279589672) | > loss_disc_real_2: 0.1995479017496109 (0.21356355147601586) | > loss_disc_real_3: 0.21698930859565735 (0.2281564700709292) | > loss_disc_real_4: 0.2174989879131317 (0.22511456651095102) | > loss_disc_real_5: 0.20346699655056 (0.21695590151484906) | > loss_0: 2.3222174644470215 (2.3290671836695007) | > grad_norm_0: tensor(55.6291, device='cuda:0') (tensor(17.1802, device='cuda:0')) | > loss_gen: 2.592602014541626 (2.5302874336581267) | > loss_kl: 1.902787208557129 (1.8875919989580234) | > loss_feat: 7.5995402336120605 (7.214396507782344) | > loss_mel: 17.874202728271484 (18.167809311454814) | > loss_duration: 2.069977283477783 (2.0343405431544275) | > loss_1: 32.03910827636719 (31.834425559410683) | > grad_norm_1: tensor(485.3030, device='cuda:0') (tensor(193.4707, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3897 (0.3732341915898069) | > loader_time: 0.0043 (0.0038396987689317333)  --> TIME: 2024-06-11 09:50:14 -- STEP: 194/330 -- GLOBAL_STEP: 228775 | > loss_disc: 2.345486879348755 (2.3308506159438296) | > loss_disc_real_0: 0.10716217756271362 (0.11197188419779551) | > loss_disc_real_1: 0.1841127574443817 (0.1980281057431525) | > loss_disc_real_2: 0.26277151703834534 (0.21399590188694984) | > loss_disc_real_3: 0.23466743528842926 (0.22790388163832045) | > loss_disc_real_4: 0.2367505133152008 (0.2255436383264581) | > loss_disc_real_5: 0.2018301784992218 (0.21724823578116823) | > loss_0: 2.345486879348755 (2.3308506159438296) | > grad_norm_0: tensor(31.0606, device='cuda:0') (tensor(19.9817, device='cuda:0')) | > loss_gen: 2.477346897125244 (2.5352654223589557) | > loss_kl: 2.0351741313934326 (1.8894321998370063) | > loss_feat: 7.457451820373535 (7.2162094927325695) | > loss_mel: 17.997135162353516 (18.142256697428586) | > loss_duration: 2.0692949295043945 (2.04079113608783) | > loss_1: 32.03640365600586 (31.823954700194683) | > grad_norm_1: tensor(223.3512, device='cuda:0') (tensor(214.2945, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.4069 (0.3759209126541295) | > loader_time: 0.0049 (0.003958480874287712)  --> TIME: 2024-06-11 09:50:24 -- STEP: 219/330 -- GLOBAL_STEP: 228800 | > loss_disc: 2.148338794708252 (2.3291189452828873) | > loss_disc_real_0: 0.06959743797779083 (0.11131123575853975) | > loss_disc_real_1: 0.18632620573043823 (0.19829151946115706) | > loss_disc_real_2: 0.17996449768543243 (0.2132378334868444) | > loss_disc_real_3: 0.2108459621667862 (0.22798497600642514) | > loss_disc_real_4: 0.18242698907852173 (0.22545379264169632) | > loss_disc_real_5: 0.20246921479701996 (0.21821558509515304) | > loss_0: 2.148338794708252 (2.3291189452828873) | > grad_norm_0: tensor(26.4607, device='cuda:0') (tensor(21.2769, device='cuda:0')) | > loss_gen: 2.627500057220459 (2.539935851205974) | > loss_kl: 2.0468597412109375 (1.8938102961675216) | > loss_feat: 8.292057037353516 (7.236979458430042) | > loss_mel: 17.567110061645508 (18.0940299447813) | > loss_duration: 2.106095314025879 (2.047506685670651) | > loss_1: 32.63962173461914 (31.812261964632494) | > grad_norm_1: tensor(555.4660, device='cuda:0') (tensor(229.8320, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.3917 (0.3787464039510788) | > loader_time: 0.005 (0.004085591938941987)  --> TIME: 2024-06-11 09:50:35 -- STEP: 244/330 -- GLOBAL_STEP: 228825 | > loss_disc: 2.3411927223205566 (2.3308743111422796) | > loss_disc_real_0: 0.1370604783296585 (0.11333139405631629) | > loss_disc_real_1: 0.20401611924171448 (0.19856494604075536) | > loss_disc_real_2: 0.1949625015258789 (0.21338098270238423) | > loss_disc_real_3: 0.22575101256370544 (0.2276591673249104) | > loss_disc_real_4: 0.256687730550766 (0.2248634567148373) | > loss_disc_real_5: 0.21827344596385956 (0.2181830040377672) | > loss_0: 2.3411927223205566 (2.3308743111422796) | > grad_norm_0: tensor(68.8874, device='cuda:0') (tensor(24.3831, device='cuda:0')) | > loss_gen: 2.569317579269409 (2.544785096019995) | > loss_kl: 1.9396698474884033 (1.8973115917112007) | > loss_feat: 7.6260986328125 (7.247523493454104) | > loss_mel: 17.75214958190918 (18.056192460607317) | > loss_duration: 2.0713469982147217 (2.0558478338796586) | > loss_1: 31.958580017089844 (31.801660232856626) | > grad_norm_1: tensor(679.0224, device='cuda:0') (tensor(251.8938, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.4359 (0.38260045012489696) | > loader_time: 0.0054 (0.004231051343386287)  --> TIME: 2024-06-11 09:50:46 -- STEP: 269/330 -- GLOBAL_STEP: 228850 | > loss_disc: 2.4165518283843994 (2.3307328853465354) | > loss_disc_real_0: 0.12272985279560089 (0.11339333473417396) | > loss_disc_real_1: 0.2514522969722748 (0.19846626340678183) | > loss_disc_real_2: 0.2979530990123749 (0.21313587584460092) | > loss_disc_real_3: 0.2382456213235855 (0.2277790317415748) | > loss_disc_real_4: 0.21501222252845764 (0.2252124824377684) | > loss_disc_real_5: 0.1970299333333969 (0.21800483862928302) | > loss_0: 2.4165518283843994 (2.3307328853465354) | > grad_norm_0: tensor(39.6147, device='cuda:0') (tensor(24.4452, device='cuda:0')) | > loss_gen: 2.587986707687378 (2.5417151504289706) | > loss_kl: 2.0724728107452393 (1.8994441506587882) | > loss_feat: 7.259152412414551 (7.263709077161484) | > loss_mel: 17.23554039001465 (18.026365223427252) | > loss_duration: 2.1573617458343506 (2.0634251531615133) | > loss_1: 31.31251335144043 (31.794658561621457) | > grad_norm_1: tensor(435.4323, device='cuda:0') (tensor(264.1636, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.4451 (0.38669794997318085) | > loader_time: 0.0059 (0.0043763520549221085)  --> TIME: 2024-06-11 09:50:57 -- STEP: 294/330 -- GLOBAL_STEP: 228875 | > loss_disc: 2.2377700805664062 (2.3368762301749912) | > loss_disc_real_0: 0.10898425430059433 (0.11493700661626803) | > loss_disc_real_1: 0.2302950769662857 (0.1987807422774989) | > loss_disc_real_2: 0.2103196382522583 (0.2137517848489236) | > loss_disc_real_3: 0.20590582489967346 (0.22838248520278606) | > loss_disc_real_4: 0.19987058639526367 (0.2261953125295996) | > loss_disc_real_5: 0.1877882480621338 (0.2186237382037299) | > loss_0: 2.2377700805664062 (2.3368762301749912) | > grad_norm_0: tensor(71.4755, device='cuda:0') (tensor(26.1212, device='cuda:0')) | > loss_gen: 2.3022408485412598 (2.5345713078570205) | > loss_kl: 1.9737142324447632 (1.9040470285480524) | > loss_feat: 7.723227500915527 (7.241633223838547) | > loss_mel: 16.876909255981445 (17.962518211935656) | > loss_duration: 2.2079477310180664 (2.0728649123996292) | > loss_1: 31.08403778076172 (31.71563447575991) | > grad_norm_1: tensor(515.5194, device='cuda:0') (tensor(274.6424, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.4458 (0.39243225175507207) | > loader_time: 0.0068 (0.004556656694736609)  --> TIME: 2024-06-11 09:51:11 -- STEP: 319/330 -- GLOBAL_STEP: 228900 | > loss_disc: 2.415210008621216 (2.341018376305558) | > loss_disc_real_0: 0.07441464811563492 (0.11646971676416905) | > loss_disc_real_1: 0.23174859583377838 (0.19952229225897103) | > loss_disc_real_2: 0.2266331911087036 (0.21375711033336794) | > loss_disc_real_3: 0.2540251314640045 (0.2281933502530603) | > loss_disc_real_4: 0.2546140253543854 (0.22607426448114987) | > loss_disc_real_5: 0.26853251457214355 (0.21848372713338618) | > loss_0: 2.415210008621216 (2.341018376305558) | > grad_norm_0: tensor(45.0393, device='cuda:0') (tensor(28.1138, device='cuda:0')) | > loss_gen: 2.5639402866363525 (2.5302764091372114) | > loss_kl: 1.899878978729248 (1.9082840890346275) | > loss_feat: 8.585453033447266 (7.2520460320116955) | > loss_mel: 17.617509841918945 (17.918362518836712) | > loss_duration: 2.2555172443389893 (2.086345154289915) | > loss_1: 32.922298431396484 (31.69531400674563) | > grad_norm_1: tensor(447.8177, device='cuda:0') (tensor(285.1198, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.5525 (0.40206832721315555) | > loader_time: 0.0081 (0.004782144552487937)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4516658782958984 (2.4516658782958984) | > loss_disc_real_0: 0.1089400202035904 (0.1089400202035904) | > loss_disc_real_1: 0.16925595700740814 (0.16925595700740814) | > loss_disc_real_2: 0.30210334062576294 (0.30210334062576294) | > loss_disc_real_3: 0.2836354374885559 (0.2836354374885559) | > loss_disc_real_4: 0.2416027933359146 (0.2416027933359146) | > loss_disc_real_5: 0.26490074396133423 (0.26490074396133423) | > loss_0: 2.4516658782958984 (2.4516658782958984) | > loss_gen: 2.454378128051758 (2.454378128051758) | > loss_kl: 1.8119466304779053 (1.8119466304779053) | > loss_feat: 7.08231258392334 (7.08231258392334) | > loss_mel: 17.7318058013916 (17.7318058013916) | > loss_duration: 2.7733771800994873 (2.7733771800994873) | > loss_1: 31.853818893432617 (31.853818893432617)  --> STEP: 1 | > loss_disc: 2.225142478942871 (2.225142478942871) | > loss_disc_real_0: 0.10360100865364075 (0.10360100865364075) | > loss_disc_real_1: 0.1605376899242401 (0.1605376899242401) | > loss_disc_real_2: 0.23577430844306946 (0.23577430844306946) | > loss_disc_real_3: 0.258712500333786 (0.258712500333786) | > loss_disc_real_4: 0.22256474196910858 (0.22256474196910858) | > loss_disc_real_5: 0.2665975093841553 (0.2665975093841553) | > loss_0: 2.225142478942871 (2.225142478942871) | > loss_gen: 2.517758846282959 (2.517758846282959) | > loss_kl: 2.5359721183776855 (2.5359721183776855) | > loss_feat: 6.267709732055664 (6.267709732055664) | > loss_mel: 19.696216583251953 (19.696216583251953) | > loss_duration: 2.447803497314453 (2.447803497314453) | > loss_1: 33.46546173095703 (33.46546173095703)  --> STEP: 2 | > loss_disc: 2.2880327701568604 (2.2565876245498657) | > loss_disc_real_0: 0.08535006642341614 (0.09447553753852844) | > loss_disc_real_1: 0.1784122735261917 (0.1694749817252159) | > loss_disc_real_2: 0.24666893482208252 (0.241221621632576) | > loss_disc_real_3: 0.3288155198097229 (0.29376401007175446) | > loss_disc_real_4: 0.24626970291137695 (0.23441722244024277) | > loss_disc_real_5: 0.266499400138855 (0.2665484547615051) | > loss_0: 2.2880327701568604 (2.2565876245498657) | > loss_gen: 2.5902163982391357 (2.5539876222610474) | > loss_kl: 2.6785149574279785 (2.607243537902832) | > loss_feat: 5.429556846618652 (5.848633289337158) | > loss_mel: 18.462345123291016 (19.079280853271484) | > loss_duration: 2.5341110229492188 (2.490957260131836) | > loss_1: 31.694744110107422 (32.58010292053223)  --> STEP: 3 | > loss_disc: 2.5392465591430664 (2.350807269414266) | > loss_disc_real_0: 0.08681692183017731 (0.09192266563574474) | > loss_disc_real_1: 0.23189668357372284 (0.19028221567471823) | > loss_disc_real_2: 0.3204583525657654 (0.26763386527697247) | > loss_disc_real_3: 0.22693663835525513 (0.271488219499588) | > loss_disc_real_4: 0.2011350691318512 (0.2233231713374456) | > loss_disc_real_5: 0.24142712354660034 (0.2581746776898702) | > loss_0: 2.5392465591430664 (2.350807269414266) | > loss_gen: 2.1978750228881836 (2.4352834224700928) | > loss_kl: 3.5268399715423584 (2.913775682449341) | > loss_feat: 6.21262788772583 (5.969964822133382) | > loss_mel: 17.86029624938965 (18.67295265197754) | > loss_duration: 2.3102786540985107 (2.4307310581207275) | > loss_1: 32.10791778564453 (32.422707875569664)  --> STEP: 4 | > loss_disc: 2.5623116493225098 (2.403683364391327) | > loss_disc_real_0: 0.16180524230003357 (0.10939330980181694) | > loss_disc_real_1: 0.14973939955234528 (0.18014651164412498) | > loss_disc_real_2: 0.3112715184688568 (0.27854327857494354) | > loss_disc_real_3: 0.3212157189846039 (0.283920094370842) | > loss_disc_real_4: 0.20155160129070282 (0.2178802788257599) | > loss_disc_real_5: 0.1997060477733612 (0.24355752021074295) | > loss_0: 2.5623116493225098 (2.403683364391327) | > loss_gen: 2.288039207458496 (2.3984723687171936) | > loss_kl: 3.104948043823242 (2.961568772792816) | > loss_feat: 6.521346569061279 (6.1078102588653564) | > loss_mel: 17.409818649291992 (18.357169151306152) | > loss_duration: 2.33210825920105 (2.406075358390808) | > loss_1: 31.656261444091797 (32.231096267700195)  --> STEP: 5 | > loss_disc: 2.623601198196411 (2.4476669311523436) | > loss_disc_real_0: 0.22024795413017273 (0.1315642386674881) | > loss_disc_real_1: 0.1790003627538681 (0.17991728186607361) | > loss_disc_real_2: 0.2669137120246887 (0.2762173652648926) | > loss_disc_real_3: 0.2897418141365051 (0.2850844383239746) | > loss_disc_real_4: 0.2971054017543793 (0.23372530341148376) | > loss_disc_real_5: 0.23449446260929108 (0.24174490869045256) | > loss_0: 2.623601198196411 (2.4476669311523436) | > loss_gen: 2.4212288856506348 (2.403023672103882) | > loss_kl: 1.6585514545440674 (2.7009653091430663) | > loss_feat: 5.196201324462891 (5.925488471984863) | > loss_mel: 18.76835060119629 (18.43940544128418) | > loss_duration: 2.3842437267303467 (2.401709032058716) | > loss_1: 30.42857551574707 (31.87059211730957)  --> STEP: 6 | > loss_disc: 2.39426851272583 (2.438767194747925) | > loss_disc_real_0: 0.1490037590265274 (0.13447082539399466) | > loss_disc_real_1: 0.16573801636695862 (0.17755407094955444) | > loss_disc_real_2: 0.2560229003429413 (0.272851621111234) | > loss_disc_real_3: 0.2222844660282135 (0.2746177762746811) | > loss_disc_real_4: 0.22475743293762207 (0.2322306583325068) | > loss_disc_real_5: 0.26421019434928894 (0.2454891229669253) | > loss_0: 2.39426851272583 (2.438767194747925) | > loss_gen: 2.359485387802124 (2.3957672913869223) | > loss_kl: 2.298670530319214 (2.633916179339091) | > loss_feat: 6.161162376403809 (5.9647674560546875) | > loss_mel: 17.77206802368164 (18.328182538350422) | > loss_duration: 2.1837339401245117 (2.3653798500696817) | > loss_1: 30.77511978149414 (31.688013394673664)  --> STEP: 7 | > loss_disc: 2.439535140991211 (2.4388769013541087) | > loss_disc_real_0: 0.10855532437562943 (0.13076861096279963) | > loss_disc_real_1: 0.16651883721351624 (0.17597760898726328) | > loss_disc_real_2: 0.23454995453357697 (0.267379954457283) | > loss_disc_real_3: 0.2665150463581085 (0.27346024342945646) | > loss_disc_real_4: 0.2409314513206482 (0.23347362875938416) | > loss_disc_real_5: 0.27120161056518555 (0.24916233548096248) | > loss_0: 2.439535140991211 (2.4388769013541087) | > loss_gen: 2.3594605922698975 (2.39058062008449) | > loss_kl: 3.562295436859131 (2.7665417875562395) | > loss_feat: 7.283337116241455 (6.153134550367083) | > loss_mel: 19.74464225769043 (18.530533926827566) | > loss_duration: 2.4999876022338867 (2.3846095289502824) | > loss_1: 35.44972229003906 (32.22540037972586)  --> STEP: 8 | > loss_disc: 2.2960238456726074 (2.421020269393921) | > loss_disc_real_0: 0.12129658460617065 (0.129584607668221) | > loss_disc_real_1: 0.13665242493152618 (0.17106196098029613) | > loss_disc_real_2: 0.21351449191570282 (0.2606467716395855) | > loss_disc_real_3: 0.2181118130683899 (0.2665416896343231) | > loss_disc_real_4: 0.15699851512908936 (0.2239142395555973) | > loss_disc_real_5: 0.14991720020771027 (0.23675669357180595) | > loss_0: 2.2960238456726074 (2.421020269393921) | > loss_gen: 2.2629590034484863 (2.3746279180049896) | > loss_kl: 2.9572627544403076 (2.790381908416748) | > loss_feat: 9.968969345092773 (6.630113899707794) | > loss_mel: 19.211889266967773 (18.615703344345093) | > loss_duration: 2.2300353050231934 (2.3652877509593964) | > loss_1: 36.6311149597168 (32.77611470222473)  --> STEP: 9 | > loss_disc: 2.38162899017334 (2.4166434605916343) | > loss_disc_real_0: 0.10779955983161926 (0.12716404679748747) | > loss_disc_real_1: 0.14863081276416779 (0.1685696111785041) | > loss_disc_real_2: 0.26413050293922424 (0.2610338528951009) | > loss_disc_real_3: 0.27481478452682495 (0.2674609224001567) | > loss_disc_real_4: 0.23064552247524261 (0.22466215988000235) | > loss_disc_real_5: 0.3136737048625946 (0.24530302815967137) | > loss_0: 2.38162899017334 (2.4166434605916343) | > loss_gen: 2.5871963500976562 (2.3982466326819525) | > loss_kl: 2.3051490783691406 (2.7364671495225696) | > loss_feat: 8.298072814941406 (6.815442668067084) | > loss_mel: 18.685619354248047 (18.623471789889866) | > loss_duration: 2.1104140281677246 (2.3369684484269886) | > loss_1: 33.9864501953125 (32.910596423678925)  --> STEP: 10 | > loss_disc: 2.580015182495117 (2.4329806327819825) | > loss_disc_real_0: 0.17790544033050537 (0.13223818615078925) | > loss_disc_real_1: 0.2244090735912323 (0.17415355741977692) | > loss_disc_real_2: 0.2823517918586731 (0.26316564679145815) | > loss_disc_real_3: 0.25536224246025085 (0.2662510544061661) | > loss_disc_real_4: 0.2331743985414505 (0.22551338374614716) | > loss_disc_real_5: 0.19845381379127502 (0.24061810672283174) | > loss_0: 2.580015182495117 (2.4329806327819825) | > loss_gen: 2.598132610321045 (2.4182352304458616) | > loss_kl: 2.7192654609680176 (2.734746980667114) | > loss_feat: 7.117299556732178 (6.845628356933593) | > loss_mel: 17.55588722229004 (18.516713333129882) | > loss_duration: 2.3307840824127197 (2.3363500118255613) | > loss_1: 32.32136917114258 (32.851673698425294)  --> STEP: 11 | > loss_disc: 2.3765621185302734 (2.427851676940918) | > loss_disc_real_0: 0.14378568530082703 (0.1332879588007927) | > loss_disc_real_1: 0.14485009014606476 (0.17148960584943945) | > loss_disc_real_2: 0.31810635328292847 (0.2681602564725009) | > loss_disc_real_3: 0.2760644853115082 (0.2671431844884699) | > loss_disc_real_4: 0.20675313472747803 (0.22380790656263178) | > loss_disc_real_5: 0.2653501033782959 (0.24286647005514664) | > loss_0: 2.3765621185302734 (2.427851676940918) | > loss_gen: 2.4096107482910156 (2.417451186613603) | > loss_kl: 3.083315134048462 (2.766434994610873) | > loss_feat: 6.200796127319336 (6.7870072451504795) | > loss_mel: 18.712034225463867 (18.53446977788752) | > loss_duration: 2.429927349090576 (2.3448570424860176) | > loss_1: 32.8356819152832 (32.85021989995783)  --> STEP: 12 | > loss_disc: 2.5416996479034424 (2.4373390078544617) | > loss_disc_real_0: 0.09035030007362366 (0.12970982057352862) | > loss_disc_real_1: 0.18619191646575928 (0.17271479840079942) | > loss_disc_real_2: 0.3273717164993286 (0.2730945448080699) | > loss_disc_real_3: 0.22052238881587982 (0.26325811818242073) | > loss_disc_real_4: 0.24154599010944366 (0.22528608019153276) | > loss_disc_real_5: 0.23501408100128174 (0.2422121043006579) | > loss_0: 2.5416996479034424 (2.4373390078544617) | > loss_gen: 2.442357301712036 (2.419526696205139) | > loss_kl: 2.2487573623657227 (2.723295191923777) | > loss_feat: 6.78673791885376 (6.786984801292419) | > loss_mel: 17.531003952026367 (18.450847625732425) | > loss_duration: 2.267878532409668 (2.3384421666463218) | > loss_1: 31.276737213134766 (32.71909634272257)  --> STEP: 13 | > loss_disc: 2.4517662525177 (2.43844879590548) | > loss_disc_real_0: 0.08596410602331161 (0.1263447656081273) | > loss_disc_real_1: 0.20789623260498047 (0.1754210625703518) | > loss_disc_real_2: 0.26676052808761597 (0.2726073127526503) | > loss_disc_real_3: 0.21793857216835022 (0.25977199925826144) | > loss_disc_real_4: 0.22951605916023254 (0.22561146318912506) | > loss_disc_real_5: 0.22836421430110931 (0.24114688199300033) | > loss_0: 2.4517662525177 (2.43844879590548) | > loss_gen: 2.2303154468536377 (2.4049719847165623) | > loss_kl: 3.181117534637451 (2.7585122952094445) | > loss_feat: 5.030714988708496 (6.651887123401348) | > loss_mel: 16.93709373474121 (18.3344050187331) | > loss_duration: 2.273613929748535 (2.3334553791926456) | > loss_1: 29.652854919433594 (32.483231617854194)  --> STEP: 14 | > loss_disc: 2.2775864601135254 (2.4269586290631975) | > loss_disc_real_0: 0.07156665623188019 (0.12243204350982394) | > loss_disc_real_1: 0.15046580135822296 (0.17363854391234262) | > loss_disc_real_2: 0.2399609237909317 (0.2702754278268133) | > loss_disc_real_3: 0.2751240134239197 (0.2608685716986656) | > loss_disc_real_4: 0.218600332736969 (0.2251106681568282) | > loss_disc_real_5: 0.2849169373512268 (0.24427331451858794) | > loss_0: 2.2775864601135254 (2.4269586290631975) | > loss_gen: 2.5692248344421387 (2.416704331125532) | > loss_kl: 3.675746202468872 (2.8240290028708324) | > loss_feat: 6.804069519042969 (6.662757294518607) | > loss_mel: 19.266584396362305 (18.400989259992325) | > loss_duration: 2.367764711380005 (2.335906045777457) | > loss_1: 34.683387756347656 (32.64038562774659)  --> STEP: 15 | > loss_disc: 2.5176503658294678 (2.4330047448476155) | > loss_disc_real_0: 0.18617966771125793 (0.12668188512325287) | > loss_disc_real_1: 0.16021864116191864 (0.17274388372898103) | > loss_disc_real_2: 0.23537582159042358 (0.267948787411054) | > loss_disc_real_3: 0.2943747043609619 (0.263102313876152) | > loss_disc_real_4: 0.1759345680475235 (0.22183226148287455) | > loss_disc_real_5: 0.2119862288236618 (0.24212084213892618) | > loss_0: 2.5176503658294678 (2.4330047448476155) | > loss_gen: 2.3109705448150635 (2.4096554120381675) | > loss_kl: 3.1335489749908447 (2.844663667678833) | > loss_feat: 7.408592700958252 (6.712479654947916) | > loss_mel: 18.805500030517578 (18.42795664469401) | > loss_duration: 2.3344106674194336 (2.3358063538869223) | > loss_1: 33.99302291870117 (32.730561447143565)  --> STEP: 16 | > loss_disc: 2.387763023376465 (2.4301771372556686) | > loss_disc_real_0: 0.14173516631126404 (0.12762271519750357) | > loss_disc_real_1: 0.23581662774085999 (0.17668593022972345) | > loss_disc_real_2: 0.28108900785446167 (0.26877005118876696) | > loss_disc_real_3: 0.31328830122947693 (0.26623893808573484) | > loss_disc_real_4: 0.2452339082956314 (0.22329486440867186) | > loss_disc_real_5: 0.17944830656051636 (0.23820380866527557) | > loss_0: 2.387763023376465 (2.4301771372556686) | > loss_gen: 2.787266492843628 (2.4332561045885086) | > loss_kl: 2.6187403202056885 (2.8305434584617615) | > loss_feat: 7.2539167404174805 (6.746319472789764) | > loss_mel: 15.723844528198242 (18.258949637413025) | > loss_duration: 2.3580191135406494 (2.33719465136528) | > loss_1: 30.741785049438477 (32.606262922287)  --> STEP: 17 | > loss_disc: 2.426138401031494 (2.4299395645365998) | > loss_disc_real_0: 0.1644420027732849 (0.12978855564313777) | > loss_disc_real_1: 0.14907126128673553 (0.17506153793895946) | > loss_disc_real_2: 0.28005582094192505 (0.26943391999777627) | > loss_disc_real_3: 0.27055373787879944 (0.26649274983826804) | > loss_disc_real_4: 0.21971090137958527 (0.22308404305401972) | > loss_disc_real_5: 0.2492535412311554 (0.23885379293385675) | > loss_0: 2.426138401031494 (2.4299395645365998) | > loss_gen: 2.385143280029297 (2.430425938437967) | > loss_kl: 2.3483104705810547 (2.8021768121158375) | > loss_feat: 6.33284330368042 (6.721997345195097) | > loss_mel: 18.188325881958008 (18.25479529885685) | > loss_duration: 2.385982036590576 (2.3400644975550033) | > loss_1: 31.640605926513672 (32.549459569594454)  --> STEP: 18 | > loss_disc: 2.3738853931427 (2.426825443903605) | > loss_disc_real_0: 0.07095703482627869 (0.12652013781997892) | > loss_disc_real_1: 0.20745328068733215 (0.17686107920275795) | > loss_disc_real_2: 0.2551043629646301 (0.2686378334959348) | > loss_disc_real_3: 0.24285602569580078 (0.2651795984970199) | > loss_disc_real_4: 0.18411724269390106 (0.22091922081179088) | > loss_disc_real_5: 0.16772128641605377 (0.23490198701620102) | > loss_0: 2.3738853931427 (2.426825443903605) | > loss_gen: 2.2550714015960693 (2.420684019724528) | > loss_kl: 2.6139018535614014 (2.7917170921961465) | > loss_feat: 7.471404552459717 (6.76363107893202) | > loss_mel: 18.595455169677734 (18.273720847235786) | > loss_duration: 2.307393789291382 (2.3382494582070246) | > loss_1: 33.24322509765625 (32.58800209893122)  --> STEP: 19 | > loss_disc: 1.9734151363372803 (2.4029617435053776) | > loss_disc_real_0: 0.09611796587705612 (0.12492002350719351) | > loss_disc_real_1: 0.20912590622901917 (0.1785592279936138) | > loss_disc_real_2: 0.1675797998905182 (0.2633189896219655) | > loss_disc_real_3: 0.18242359161376953 (0.26082401918737513) | > loss_disc_real_4: 0.1829228401184082 (0.21891941130161285) | > loss_disc_real_5: 0.17488309741020203 (0.2317430980895695) | > loss_0: 1.9734151363372803 (2.4029617435053776) | > loss_gen: 2.766833782196045 (2.4389024282756604) | > loss_kl: 2.2878506183624268 (2.765197804099635) | > loss_feat: 11.266180038452148 (7.000607339959395) | > loss_mel: 19.979108810424805 (18.36347810845626) | > loss_duration: 2.294835090637207 (2.3359644914928235) | > loss_1: 38.59480667114258 (32.904149707994975)  --> STEP: 20 | > loss_disc: 2.5480170249938965 (2.4102145075798034) | > loss_disc_real_0: 0.1348612904548645 (0.12541708685457706) | > loss_disc_real_1: 0.1696901172399521 (0.17811577245593072) | > loss_disc_real_2: 0.26405298709869385 (0.2633556894958019) | > loss_disc_real_3: 0.24602927267551422 (0.26008428186178206) | > loss_disc_real_4: 0.2720927596092224 (0.22157807871699334) | > loss_disc_real_5: 0.29824861884117126 (0.2350683741271496) | > loss_0: 2.5480170249938965 (2.4102145075798034) | > loss_gen: 2.2620246410369873 (2.430058538913727) | > loss_kl: 2.1652660369873047 (2.7352012157440186) | > loss_feat: 7.139252185821533 (7.007539582252503) | > loss_mel: 17.539472579956055 (18.32227783203125) | > loss_duration: 2.315704345703125 (2.3349514842033385) | > loss_1: 31.42171859741211 (32.83002815246583)  --> STEP: 21 | > loss_disc: 2.5490596294403076 (2.4168261800493513) | > loss_disc_real_0: 0.11267312616109848 (0.12481023158345904) | > loss_disc_real_1: 0.2434612661600113 (0.1812274626323155) | > loss_disc_real_2: 0.2435239553451538 (0.26241132120291394) | > loss_disc_real_3: 0.27361029386520386 (0.26072837767146884) | > loss_disc_real_4: 0.21259719133377075 (0.22115041741303035) | > loss_disc_real_5: 0.15667808055877686 (0.23133550300484612) | > loss_0: 2.5490596294403076 (2.4168261800493513) | > loss_gen: 2.1637134552001953 (2.417375439689273) | > loss_kl: 3.0168144702911377 (2.7486113707224527) | > loss_feat: 5.7506513595581055 (6.947687762124198) | > loss_mel: 15.830440521240234 (18.20361891246977) | > loss_duration: 2.1047537326812744 (2.323989686511812) | > loss_1: 28.86637306213379 (32.641282671973826)  --> STEP: 22 | > loss_disc: 2.336395740509033 (2.413170250979337) | > loss_disc_real_0: 0.11681680381298065 (0.1244468939575282) | > loss_disc_real_1: 0.25776195526123047 (0.1847063032063571) | > loss_disc_real_2: 0.1955336481332779 (0.2593714269724759) | > loss_disc_real_3: 0.19883516430854797 (0.25791504979133606) | > loss_disc_real_4: 0.16860799491405487 (0.21876212548125873) | > loss_disc_real_5: 0.1888977736234665 (0.2294065153056925) | > loss_0: 2.336395740509033 (2.413170250979337) | > loss_gen: 2.3077118396759033 (2.4123907305977563) | > loss_kl: 2.203434944152832 (2.7238306240601973) | > loss_feat: 7.487516403198242 (6.9722254276275635) | > loss_mel: 17.722911834716797 (18.181768590753727) | > loss_duration: 2.2092270851135254 (2.3187732046300713) | > loss_1: 31.930803298950195 (32.6089881550182)  --> STEP: 23 | > loss_disc: 2.157520294189453 (2.4020550354667334) | > loss_disc_real_0: 0.12591522932052612 (0.12451073462548463) | > loss_disc_real_1: 0.16571077704429626 (0.18388041076452835) | > loss_disc_real_2: 0.25121405720710754 (0.2590167587218077) | > loss_disc_real_3: 0.2674131989479065 (0.2583280127981435) | > loss_disc_real_4: 0.18910659849643707 (0.21747275474278824) | > loss_disc_real_5: 0.19251497089862823 (0.22780253511408102) | > loss_0: 2.157520294189453 (2.4020550354667334) | > loss_gen: 2.790748119354248 (2.4288410518480386) | > loss_kl: 2.4833061695098877 (2.713373039079749) | > loss_feat: 9.426589012145996 (7.078936887824017) | > loss_mel: 18.56350326538086 (18.19836575052012) | > loss_duration: 2.2941431999206543 (2.3177023348600967) | > loss_1: 35.55828857421875 (32.73721860802692)  --> STEP: 24 | > loss_disc: 2.5603413581848145 (2.40865029891332) | > loss_disc_real_0: 0.14450368285179138 (0.12534377413491407) | > loss_disc_real_1: 0.1348021924495697 (0.1818354850014051) | > loss_disc_real_2: 0.36798983812332153 (0.26355730369687075) | > loss_disc_real_3: 0.25806888937950134 (0.2583172159890334) | > loss_disc_real_4: 0.18677659332752228 (0.21619374801715216) | > loss_disc_real_5: 0.19151443243026733 (0.22629053083558878) | > loss_0: 2.5603413581848145 (2.40865029891332) | > loss_gen: 2.2222375869750977 (2.4202325741449995) | > loss_kl: 2.4920315742492676 (2.7041504780451455) | > loss_feat: 7.313140392303467 (7.088695367177327) | > loss_mel: 19.125961303710938 (18.237015565236405) | > loss_duration: 2.4458398818969727 (2.323041399319967) | > loss_1: 33.59920883178711 (32.77313486735026)  --> STEP: 25 | > loss_disc: 2.119295597076416 (2.3970761108398437) | > loss_disc_real_0: 0.15931713581085205 (0.1267027086019516) | > loss_disc_real_1: 0.1924663931131363 (0.18226072132587434) | > loss_disc_real_2: 0.2651493549346924 (0.2636209857463836) | > loss_disc_real_3: 0.24495242536067963 (0.2577826243638992) | > loss_disc_real_4: 0.13697610795497894 (0.21302504241466522) | > loss_disc_real_5: 0.19959275424480438 (0.2252226197719574) | > loss_0: 2.119295597076416 (2.3970761108398437) | > loss_gen: 2.771676540374756 (2.43429033279419) | > loss_kl: 2.0503270626068115 (2.6779975414276125) | > loss_feat: 8.589402198791504 (7.148723640441895) | > loss_mel: 16.49451446533203 (18.16731552124023) | > loss_duration: 2.3784947395324707 (2.3252595329284667) | > loss_1: 32.28441619873047 (32.75358612060547)  --> STEP: 26 | > loss_disc: 2.3518593311309814 (2.3953370039279642) | > loss_disc_real_0: 0.09696576744318008 (0.125558980095845) | > loss_disc_real_1: 0.1945759356021881 (0.18273438341342485) | > loss_disc_real_2: 0.24337047338485718 (0.2628421198863249) | > loss_disc_real_3: 0.1993008702993393 (0.2555333261306469) | > loss_disc_real_4: 0.15614363551139832 (0.21083729599530882) | > loss_disc_real_5: 0.12076970189809799 (0.22120519985373205) | > loss_0: 2.3518593311309814 (2.3953370039279642) | > loss_gen: 2.2671420574188232 (2.42786155297206) | > loss_kl: 2.2402238845825195 (2.6611600930874166) | > loss_feat: 10.877751350402832 (7.2921477831327) | > loss_mel: 17.180158615112305 (18.129347947927617) | > loss_duration: 2.269685983657837 (2.3231220887257504) | > loss_1: 34.834964752197266 (32.83363914489746) --> EVAL PERFORMANCE | > avg_loader_time: 0.00275720999791072 (+0.000257537915156438) | > avg_loss_disc: 2.3953370039279642 (+0.04240267093365002) | > avg_loss_disc_real_0: 0.125558980095845 (+0.009247179214770987) | > avg_loss_disc_real_1: 0.18273438341342485 (-0.08287113847640837) | > avg_loss_disc_real_2: 0.2628421198863249 (+0.05042126832100055) | > avg_loss_disc_real_3: 0.2555333261306469 (+0.054588781526455465) | > avg_loss_disc_real_4: 0.21083729599530882 (-0.0019259498669550734) | > avg_loss_disc_real_5: 0.22120519985373205 (+0.005787608142082512) | > avg_loss_0: 2.3953370039279642 (+0.04240267093365002) | > avg_loss_gen: 2.42786155297206 (-0.005533745655646349) | > avg_loss_kl: 2.6611600930874166 (+0.1551534487650934) | > avg_loss_feat: 7.2921477831327 (+0.1371273627647991) | > avg_loss_mel: 18.129347947927617 (+0.5144446079547542) | > avg_loss_duration: 2.3231220887257504 (+0.011336665887099251) | > avg_loss_1: 32.83363914489746 (+0.8125280233529892)  > EPOCH: 427/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:51:38)   --> TIME: 2024-06-11 09:51:44 -- STEP: 14/330 -- GLOBAL_STEP: 228925 | > loss_disc: 2.3290014266967773 (2.322607261793954) | > loss_disc_real_0: 0.11862608790397644 (0.10842907748052052) | > loss_disc_real_1: 0.20101754367351532 (0.2040929730449404) | > loss_disc_real_2: 0.19041603803634644 (0.20711708068847656) | > loss_disc_real_3: 0.23044730722904205 (0.2283707537821361) | > loss_disc_real_4: 0.227413609623909 (0.22028766466038568) | > loss_disc_real_5: 0.23118549585342407 (0.21927532979420253) | > loss_0: 2.3290014266967773 (2.322607261793954) | > grad_norm_0: tensor(10.6105, device='cuda:0') (tensor(9.0632, device='cuda:0')) | > loss_gen: 2.491163730621338 (2.4952443667820523) | > loss_kl: 1.9485951662063599 (1.9330469795635767) | > loss_feat: 7.071141242980957 (6.949142626353672) | > loss_mel: 17.429189682006836 (18.238387516566686) | > loss_duration: 2.0672154426574707 (2.1189705218587602) | > loss_1: 31.00730323791504 (31.73479175567627) | > grad_norm_1: tensor(207.3492, device='cuda:0') (tensor(101.3583, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3545 (0.36179264954158236) | > loader_time: 0.0029 (0.003275224140712193)  --> TIME: 2024-06-11 09:51:53 -- STEP: 39/330 -- GLOBAL_STEP: 228950 | > loss_disc: 2.2794809341430664 (2.327474007239708) | > loss_disc_real_0: 0.1117931604385376 (0.11290715539302582) | > loss_disc_real_1: 0.1631632149219513 (0.2014941829137313) | > loss_disc_real_2: 0.18694037199020386 (0.2135077050099006) | > loss_disc_real_3: 0.19268038868904114 (0.22609238823254904) | > loss_disc_real_4: 0.18524537980556488 (0.22504965158609244) | > loss_disc_real_5: 0.1570495218038559 (0.21656912144942161) | > loss_0: 2.2794809341430664 (2.327474007239708) | > grad_norm_0: tensor(5.6999, device='cuda:0') (tensor(9.8147, device='cuda:0')) | > loss_gen: 2.399925708770752 (2.5206755124605618) | > loss_kl: 1.8074069023132324 (1.9098721834329457) | > loss_feat: 8.84317684173584 (7.0789468227288666) | > loss_mel: 18.54789161682129 (18.176114498040615) | > loss_duration: 2.045858383178711 (2.0559546061051193) | > loss_1: 33.644256591796875 (31.741563405746067) | > grad_norm_1: tensor(99.1189, device='cuda:0') (tensor(93.1055, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3476 (0.35801052435850483) | > loader_time: 0.0039 (0.0033306953234550282)  --> TIME: 2024-06-11 09:52:03 -- STEP: 64/330 -- GLOBAL_STEP: 228975 | > loss_disc: 2.27121901512146 (2.3452696241438384) | > loss_disc_real_0: 0.07218296825885773 (0.11417579289991409) | > loss_disc_real_1: 0.21772567927837372 (0.20186119945719838) | > loss_disc_real_2: 0.22122880816459656 (0.21362857660278678) | > loss_disc_real_3: 0.22595204412937164 (0.22954769898205996) | > loss_disc_real_4: 0.1837957203388214 (0.22793095069937408) | > loss_disc_real_5: 0.18390068411827087 (0.2193318863864988) | > loss_0: 2.27121901512146 (2.3452696241438384) | > grad_norm_0: tensor(12.7563, device='cuda:0') (tensor(10.1922, device='cuda:0')) | > loss_gen: 2.5001606941223145 (2.502920549362898) | > loss_kl: 1.798373818397522 (1.9029006585478783) | > loss_feat: 7.652814865112305 (7.095518432557583) | > loss_mel: 18.51203155517578 (18.158280313014988) | > loss_duration: 2.019259452819824 (2.0334717594087115) | > loss_1: 32.48263931274414 (31.693091571331024) | > grad_norm_1: tensor(191.4109, device='cuda:0') (tensor(105.7472, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3653 (0.36045039817690844) | > loader_time: 0.0034 (0.0034628212451934814)  --> TIME: 2024-06-11 09:52:12 -- STEP: 89/330 -- GLOBAL_STEP: 229000 | > loss_disc: 2.3440160751342773 (2.3431771792722547) | > loss_disc_real_0: 0.1260610818862915 (0.11343635275457682) | > loss_disc_real_1: 0.16014236211776733 (0.20153689501660593) | > loss_disc_real_2: 0.1862710416316986 (0.21304622091604083) | > loss_disc_real_3: 0.24492232501506805 (0.22944069444463494) | > loss_disc_real_4: 0.23711811006069183 (0.2280204488655155) | > loss_disc_real_5: 0.2239898145198822 (0.21909392298607344) | > loss_0: 2.3440160751342773 (2.3431771792722547) | > grad_norm_0: tensor(13.7414, device='cuda:0') (tensor(11.7861, device='cuda:0')) | > loss_gen: 2.4795219898223877 (2.506072162242419) | > loss_kl: 2.0327579975128174 (1.909651469648554) | > loss_feat: 6.857471466064453 (7.157876620131932) | > loss_mel: 17.23284912109375 (18.164991528800368) | > loss_duration: 2.0329980850219727 (2.025304439362515) | > loss_1: 30.635597229003906 (31.763896149195983) | > grad_norm_1: tensor(314.8971, device='cuda:0') (tensor(136.4151, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3699 (0.3619916760519649) | > loader_time: 0.0035 (0.0035542718480142317) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_229000.pth  --> TIME: 2024-06-11 09:52:27 -- STEP: 114/330 -- GLOBAL_STEP: 229025 | > loss_disc: 2.4060230255126953 (2.34248900204374) | > loss_disc_real_0: 0.12261928617954254 (0.11408220858950364) | > loss_disc_real_1: 0.21064706146717072 (0.2004757633334712) | > loss_disc_real_2: 0.22057631611824036 (0.2115822369069384) | > loss_disc_real_3: 0.22979725897312164 (0.2289716439288959) | > loss_disc_real_4: 0.239440456032753 (0.2287782929968416) | > loss_disc_real_5: 0.22376182675361633 (0.2186428777742804) | > loss_0: 2.4060230255126953 (2.34248900204374) | > grad_norm_0: tensor(28.9374, device='cuda:0') (tensor(12.1945, device='cuda:0')) | > loss_gen: 2.54931902885437 (2.5058303715889916) | > loss_kl: 1.9436373710632324 (1.9175633652168407) | > loss_feat: 6.912833213806152 (7.1648066922238) | > loss_mel: 18.562942504882812 (18.120798730013668) | > loss_duration: 2.048762321472168 (2.0255112951261953) | > loss_1: 32.017494201660156 (31.73451032136616) | > grad_norm_1: tensor(194.4645, device='cuda:0') (tensor(141.0914, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3832 (0.3694826824623242) | > loader_time: 0.0037 (0.0037037134170532227)  --> TIME: 2024-06-11 09:52:37 -- STEP: 139/330 -- GLOBAL_STEP: 229050 | > loss_disc: 2.400951385498047 (2.345106375303199) | > loss_disc_real_0: 0.12578372657299042 (0.11406167746662237) | > loss_disc_real_1: 0.1974276751279831 (0.20128348491174708) | > loss_disc_real_2: 0.20165541768074036 (0.2123284480340189) | > loss_disc_real_3: 0.22977201640605927 (0.22918302335327478) | > loss_disc_real_4: 0.19226495921611786 (0.227824911903992) | > loss_disc_real_5: 0.23571516573429108 (0.21939388507132906) | > loss_0: 2.400951385498047 (2.345106375303199) | > grad_norm_0: tensor(19.8392, device='cuda:0') (tensor(14.7285, device='cuda:0')) | > loss_gen: 2.477454900741577 (2.5090185240875904) | > loss_kl: 2.004061698913574 (1.9196739239658382) | > loss_feat: 7.094968318939209 (7.168028512447) | > loss_mel: 17.990766525268555 (18.14224228069937) | > loss_duration: 2.0947370529174805 (2.029768904336065) | > loss_1: 31.6619873046875 (31.768732029757054) | > grad_norm_1: tensor(304.5239, device='cuda:0') (tensor(161.9109, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3978 (0.3728147959537643) | > loader_time: 0.0039 (0.0038427551873296286)  --> TIME: 2024-06-11 09:52:47 -- STEP: 164/330 -- GLOBAL_STEP: 229075 | > loss_disc: 2.231217622756958 (2.3454356542447696) | > loss_disc_real_0: 0.11031099408864975 (0.114401384483932) | > loss_disc_real_1: 0.2165931761264801 (0.20090152732119326) | > loss_disc_real_2: 0.20187942683696747 (0.21360184461241816) | > loss_disc_real_3: 0.2121160328388214 (0.22950760747601345) | > loss_disc_real_4: 0.23831039667129517 (0.2269306131070707) | > loss_disc_real_5: 0.237125426530838 (0.21893686646731889) | > loss_0: 2.231217622756958 (2.3454356542447696) | > grad_norm_0: tensor(20.6139, device='cuda:0') (tensor(17.7165, device='cuda:0')) | > loss_gen: 2.848296880722046 (2.517572064225267) | > loss_kl: 1.8568005561828613 (1.9236622474542477) | > loss_feat: 7.910466194152832 (7.200417600026944) | > loss_mel: 18.179094314575195 (18.14487982959282) | > loss_duration: 2.129469156265259 (2.032536388897314) | > loss_1: 32.924129486083984 (31.819068036428312) | > grad_norm_1: tensor(563.4000, device='cuda:0') (tensor(185.4955, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3803 (0.3743771881591982) | > loader_time: 0.0048 (0.0039471068033357926)  --> TIME: 2024-06-11 09:52:57 -- STEP: 189/330 -- GLOBAL_STEP: 229100 | > loss_disc: 2.399803400039673 (2.343725576602591) | > loss_disc_real_0: 0.17247939109802246 (0.11444491875313577) | > loss_disc_real_1: 0.20535670220851898 (0.20056075929964662) | > loss_disc_real_2: 0.20237550139427185 (0.21274538361836995) | > loss_disc_real_3: 0.2172883301973343 (0.22918054477247612) | > loss_disc_real_4: 0.24965603649616241 (0.2271984055559471) | > loss_disc_real_5: 0.2178160399198532 (0.21881358293944567) | > loss_0: 2.399803400039673 (2.343725576602591) | > grad_norm_0: tensor(51.9308, device='cuda:0') (tensor(18.9475, device='cuda:0')) | > loss_gen: 2.5433268547058105 (2.5191427084503992) | > loss_kl: 1.830061435699463 (1.9213522830337444) | > loss_feat: 7.624814033508301 (7.198324258996065) | > loss_mel: 17.833274841308594 (18.099665243158896) | > loss_duration: 2.1152563095092773 (2.038719273118114) | > loss_1: 31.946735382080078 (31.777203726390052) | > grad_norm_1: tensor(274.0201, device='cuda:0') (tensor(202.7814, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3892 (0.37612827871211607) | > loader_time: 0.0046 (0.004028330404291705)  --> TIME: 2024-06-11 09:53:07 -- STEP: 214/330 -- GLOBAL_STEP: 229125 | > loss_disc: 2.4622902870178223 (2.346915314130692) | > loss_disc_real_0: 0.08838682621717453 (0.11482585856917306) | > loss_disc_real_1: 0.2342376857995987 (0.20053785189846965) | > loss_disc_real_2: 0.24028626084327698 (0.21298604423754683) | > loss_disc_real_3: 0.23719719052314758 (0.22917749816290686) | > loss_disc_real_4: 0.25100597739219666 (0.2283351460349894) | > loss_disc_real_5: 0.2126374989748001 (0.21920821244750066) | > loss_0: 2.4622902870178223 (2.346915314130692) | > grad_norm_0: tensor(22.6333, device='cuda:0') (tensor(21.3737, device='cuda:0')) | > loss_gen: 2.265024423599243 (2.5190209985893475) | > loss_kl: 1.7367132902145386 (1.9228811798808731) | > loss_feat: 6.127204418182373 (7.212039677896232) | > loss_mel: 17.332151412963867 (18.061547876518468) | > loss_duration: 2.1493029594421387 (2.045877891166187) | > loss_1: 29.610397338867188 (31.761367566117617) | > grad_norm_1: tensor(318.8523, device='cuda:0') (tensor(218.5989, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.3902 (0.3783531099836402) | > loader_time: 0.0053 (0.0041382680429476425)  --> TIME: 2024-06-11 09:53:17 -- STEP: 239/330 -- GLOBAL_STEP: 229150 | > loss_disc: 2.3052494525909424 (2.347162244708965) | > loss_disc_real_0: 0.15731537342071533 (0.11504544936525772) | > loss_disc_real_1: 0.19282427430152893 (0.2005274714785141) | > loss_disc_real_2: 0.2583935558795929 (0.21316317066737298) | > loss_disc_real_3: 0.23668316006660461 (0.2289694258358688) | > loss_disc_real_4: 0.22906813025474548 (0.22808018626029522) | > loss_disc_real_5: 0.21721473336219788 (0.21918102176119592) | > loss_0: 2.3052494525909424 (2.347162244708965) | > grad_norm_0: tensor(53.5729, device='cuda:0') (tensor(22.9495, device='cuda:0')) | > loss_gen: 2.750354766845703 (2.518126080724486) | > loss_kl: 1.805963158607483 (1.921999209096741) | > loss_feat: 7.5762200355529785 (7.197887139340325) | > loss_mel: 18.068206787109375 (18.011696165076867) | > loss_duration: 2.094423770904541 (2.0535982403296296) | > loss_1: 32.295169830322266 (31.70330681262156) | > grad_norm_1: tensor(169.1230, device='cuda:0') (tensor(233.0607, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.411 (0.38250665684624185) | > loader_time: 0.0053 (0.004266897504798534)  --> TIME: 2024-06-11 09:53:28 -- STEP: 264/330 -- GLOBAL_STEP: 229175 | > loss_disc: 2.2814836502075195 (2.3489201854575747) | > loss_disc_real_0: 0.15758183598518372 (0.11572606084078099) | > loss_disc_real_1: 0.1538858413696289 (0.20010423863475973) | > loss_disc_real_2: 0.21215574443340302 (0.21317942519531105) | > loss_disc_real_3: 0.22588582336902618 (0.22863295702545933) | > loss_disc_real_4: 0.21192631125450134 (0.22812692888758399) | > loss_disc_real_5: 0.20264208316802979 (0.21949121293922266) | > loss_0: 2.2814836502075195 (2.3489201854575747) | > grad_norm_0: tensor(70.1908, device='cuda:0') (tensor(25.1840, device='cuda:0')) | > loss_gen: 2.774275302886963 (2.519682208697002) | > loss_kl: 1.9711403846740723 (1.923919435251843) | > loss_feat: 7.531130790710449 (7.202459965691422) | > loss_mel: 18.147367477416992 (17.97782815586438) | > loss_duration: 2.1639838218688965 (2.0610725861607166) | > loss_1: 32.58789825439453 (31.6849623521169) | > grad_norm_1: tensor(112.9215, device='cuda:0') (tensor(246.9443, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.4428 (0.38713520494374354) | > loader_time: 0.0064 (0.004409372806549069)  --> TIME: 2024-06-11 09:53:40 -- STEP: 289/330 -- GLOBAL_STEP: 229200 | > loss_disc: 2.476959466934204 (2.352391827065226) | > loss_disc_real_0: 0.08475416898727417 (0.1178316702892211) | > loss_disc_real_1: 0.23983556032180786 (0.20078623067961432) | > loss_disc_real_2: 0.24448470771312714 (0.21294979694392854) | > loss_disc_real_3: 0.26612263917922974 (0.22886238358012534) | > loss_disc_real_4: 0.23252953588962555 (0.22765333233820112) | > loss_disc_real_5: 0.21248094737529755 (0.21938654254464543) | > loss_0: 2.476959466934204 (2.352391827065226) | > grad_norm_0: tensor(47.9150, device='cuda:0') (tensor(28.1945, device='cuda:0')) | > loss_gen: 2.4648172855377197 (2.5159236040082367) | > loss_kl: 1.9859694242477417 (1.9272546425822696) | > loss_feat: 7.014708995819092 (7.195167523354395) | > loss_mel: 16.316434860229492 (17.914205280554754) | > loss_duration: 2.2198047637939453 (2.0701743508705213) | > loss_1: 30.001733779907227 (31.622725404257594) | > grad_norm_1: tensor(149.1954, device='cuda:0') (tensor(262.7107, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.4537 (0.3927043589753675) | > loader_time: 0.0063 (0.0045801619757417965)  --> TIME: 2024-06-11 09:53:53 -- STEP: 314/330 -- GLOBAL_STEP: 229225 | > loss_disc: 2.386136054992676 (2.3565490633059443) | > loss_disc_real_0: 0.10375460237264633 (0.11883317522562234) | > loss_disc_real_1: 0.1867142915725708 (0.20100097187385443) | > loss_disc_real_2: 0.19923223555088043 (0.21289465391332177) | > loss_disc_real_3: 0.2058388888835907 (0.22884449400719564) | > loss_disc_real_4: 0.2319507896900177 (0.2290360088086432) | > loss_disc_real_5: 0.21122349798679352 (0.21982101313057978) | > loss_0: 2.386136054992676 (2.3565490633059443) | > grad_norm_0: tensor(23.9257, device='cuda:0') (tensor(27.8158, device='cuda:0')) | > loss_gen: 2.237154960632324 (2.5108789159993465) | > loss_kl: 2.039719820022583 (1.9324101213436977) | > loss_feat: 6.6876325607299805 (7.188521614499912) | > loss_mel: 16.95415687561035 (17.849497971261396) | > loss_duration: 2.279407501220703 (2.0827281437102387) | > loss_1: 30.198070526123047 (31.564036764157045) | > grad_norm_1: tensor(195.7760, device='cuda:0') (tensor(265.9430, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.587 (0.4014915516422052) | > loader_time: 0.0084 (0.004796124567651442)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3935203552246094 (2.3935203552246094) | > loss_disc_real_0: 0.15304046869277954 (0.15304046869277954) | > loss_disc_real_1: 0.15825077891349792 (0.15825077891349792) | > loss_disc_real_2: 0.2317989021539688 (0.2317989021539688) | > loss_disc_real_3: 0.22932419180870056 (0.22932419180870056) | > loss_disc_real_4: 0.33420491218566895 (0.33420491218566895) | > loss_disc_real_5: 0.29600363969802856 (0.29600363969802856) | > loss_0: 2.3935203552246094 (2.3935203552246094) | > loss_gen: 2.882312774658203 (2.882312774658203) | > loss_kl: 2.342005968093872 (2.342005968093872) | > loss_feat: 7.945796489715576 (7.945796489715576) | > loss_mel: 17.46237564086914 (17.46237564086914) | > loss_duration: 2.8763480186462402 (2.8763480186462402) | > loss_1: 33.50883865356445 (33.50883865356445)  --> STEP: 1 | > loss_disc: 2.353607416152954 (2.353607416152954) | > loss_disc_real_0: 0.10537170618772507 (0.10537170618772507) | > loss_disc_real_1: 0.08848760277032852 (0.08848760277032852) | > loss_disc_real_2: 0.1982353925704956 (0.1982353925704956) | > loss_disc_real_3: 0.2802933156490326 (0.2802933156490326) | > loss_disc_real_4: 0.35119542479515076 (0.35119542479515076) | > loss_disc_real_5: 0.31429237127304077 (0.31429237127304077) | > loss_0: 2.353607416152954 (2.353607416152954) | > loss_gen: 2.417757511138916 (2.417757511138916) | > loss_kl: 3.2060816287994385 (3.2060816287994385) | > loss_feat: 6.291425704956055 (6.291425704956055) | > loss_mel: 19.33560562133789 (19.33560562133789) | > loss_duration: 2.4831905364990234 (2.4831905364990234) | > loss_1: 33.73406219482422 (33.73406219482422)  --> STEP: 2 | > loss_disc: 2.1890673637390137 (2.271337389945984) | > loss_disc_real_0: 0.04784657806158066 (0.07660914212465286) | > loss_disc_real_1: 0.1274242401123047 (0.1079559214413166) | > loss_disc_real_2: 0.224297434091568 (0.2112664133310318) | > loss_disc_real_3: 0.25740373134613037 (0.2688485234975815) | > loss_disc_real_4: 0.2943493127822876 (0.3227723687887192) | > loss_disc_real_5: 0.2516477108001709 (0.28297004103660583) | > loss_0: 2.1890673637390137 (2.271337389945984) | > loss_gen: 2.5172369480133057 (2.467497229576111) | > loss_kl: 3.0504086017608643 (3.1282451152801514) | > loss_feat: 5.812466144561768 (6.051945924758911) | > loss_mel: 18.727840423583984 (19.031723022460938) | > loss_duration: 2.476313591003418 (2.4797520637512207) | > loss_1: 32.584266662597656 (33.15916442871094)  --> STEP: 3 | > loss_disc: 2.2387912273406982 (2.260488669077555) | > loss_disc_real_0: 0.08829091489315033 (0.08050306638081868) | > loss_disc_real_1: 0.11742878705263138 (0.11111354331175487) | > loss_disc_real_2: 0.14222002029418945 (0.1882509489854177) | > loss_disc_real_3: 0.2578781545162201 (0.2651917338371277) | > loss_disc_real_4: 0.2560310363769531 (0.3005252579847972) | > loss_disc_real_5: 0.318466454744339 (0.29480217893918353) | > loss_0: 2.2387912273406982 (2.260488669077555) | > loss_gen: 2.437584161758423 (2.457526206970215) | > loss_kl: 2.813011646270752 (3.023167292277018) | > loss_feat: 7.55504846572876 (6.552980105082194) | > loss_mel: 17.115182876586914 (18.392876307169598) | > loss_duration: 2.267483711242676 (2.4089959462483725) | > loss_1: 32.18830871582031 (32.8355458577474)  --> STEP: 4 | > loss_disc: 2.3648979663848877 (2.2865909934043884) | > loss_disc_real_0: 0.10567662119865417 (0.08679645508527756) | > loss_disc_real_1: 0.15842917561531067 (0.12294245138764381) | > loss_disc_real_2: 0.2349693477153778 (0.19993054866790771) | > loss_disc_real_3: 0.21845844388008118 (0.25350841134786606) | > loss_disc_real_4: 0.22525718808174133 (0.2817082405090332) | > loss_disc_real_5: 0.19499747455120087 (0.2698510028421879) | > loss_0: 2.3648979663848877 (2.2865909934043884) | > loss_gen: 2.4542531967163086 (2.4567079544067383) | > loss_kl: 3.182415723800659 (3.0629794001579285) | > loss_feat: 7.501149654388428 (6.790022492408752) | > loss_mel: 17.059345245361328 (18.05949354171753) | > loss_duration: 2.2414183616638184 (2.367101550102234) | > loss_1: 32.43857955932617 (32.73630428314209)  --> STEP: 5 | > loss_disc: 2.282524824142456 (2.285777759552002) | > loss_disc_real_0: 0.11954832077026367 (0.09334682822227477) | > loss_disc_real_1: 0.15647278726100922 (0.1296485185623169) | > loss_disc_real_2: 0.22604607045650482 (0.20515365302562713) | > loss_disc_real_3: 0.30063825845718384 (0.26293438076972964) | > loss_disc_real_4: 0.34311676025390625 (0.2939899444580078) | > loss_disc_real_5: 0.27047520875930786 (0.26997584402561187) | > loss_0: 2.282524824142456 (2.285777759552002) | > loss_gen: 2.8448219299316406 (2.5343307495117187) | > loss_kl: 2.81372332572937 (3.0131281852722167) | > loss_feat: 5.339677810668945 (6.499953556060791) | > loss_mel: 18.599634170532227 (18.167521667480468) | > loss_duration: 2.3856942653656006 (2.370820093154907) | > loss_1: 31.983552932739258 (32.585754013061525)  --> STEP: 6 | > loss_disc: 2.60953426361084 (2.3397371768951416) | > loss_disc_real_0: 0.09789648652076721 (0.09410510460535686) | > loss_disc_real_1: 0.18529446423053741 (0.13892284284035364) | > loss_disc_real_2: 0.2541505992412567 (0.21331981072823206) | > loss_disc_real_3: 0.28695279359817505 (0.2669374495744705) | > loss_disc_real_4: 0.3241548240184784 (0.29901742438475293) | > loss_disc_real_5: 0.31265586614608765 (0.2770891810456912) | > loss_0: 2.60953426361084 (2.3397371768951416) | > loss_gen: 2.2686872482299805 (2.490056832631429) | > loss_kl: 2.4030563831329346 (2.9114495515823364) | > loss_feat: 4.775855541229248 (6.2126038869222) | > loss_mel: 16.479347229003906 (17.886159261067707) | > loss_duration: 2.16671085357666 (2.3368018865585327) | > loss_1: 28.093658447265625 (31.837071418762207)  --> STEP: 7 | > loss_disc: 2.3282485008239746 (2.3380959374564037) | > loss_disc_real_0: 0.07429342716932297 (0.09127486497163773) | > loss_disc_real_1: 0.16338574886322021 (0.14241754370076315) | > loss_disc_real_2: 0.18495605885982513 (0.2092678461756025) | > loss_disc_real_3: 0.25272318720817566 (0.2649068406649998) | > loss_disc_real_4: 0.288251131772995 (0.2974793825830732) | > loss_disc_real_5: 0.2917747497558594 (0.27918711943285807) | > loss_0: 2.3282485008239746 (2.3380959374564037) | > loss_gen: 2.2777531147003174 (2.4597277300698415) | > loss_kl: 3.641839027404785 (3.0157909052712575) | > loss_feat: 5.5361127853393555 (6.115962300981794) | > loss_mel: 17.756019592285156 (17.86756787981306) | > loss_duration: 2.5268516540527344 (2.3639518533434187) | > loss_1: 31.738576889038086 (31.823000771658762)  --> STEP: 8 | > loss_disc: 2.4463047981262207 (2.3516220450401306) | > loss_disc_real_0: 0.13615213334560394 (0.0968845235183835) | > loss_disc_real_1: 0.1713443547487259 (0.1460333950817585) | > loss_disc_real_2: 0.22817812860012054 (0.21163163147866726) | > loss_disc_real_3: 0.24837878346443176 (0.2628408335149288) | > loss_disc_real_4: 0.2741144597530365 (0.2945587672293186) | > loss_disc_real_5: 0.2481885701417923 (0.27531230077147484) | > loss_0: 2.4463047981262207 (2.3516220450401306) | > loss_gen: 2.3266425132751465 (2.4430920779705048) | > loss_kl: 2.7423696517944336 (2.9816132485866547) | > loss_feat: 11.180022239685059 (6.748969793319702) | > loss_mel: 21.83325958251953 (18.363279342651367) | > loss_duration: 2.2118752002716064 (2.344942271709442) | > loss_1: 40.29417037963867 (32.88189697265625)  --> STEP: 9 | > loss_disc: 2.3007588386535645 (2.3459705776638455) | > loss_disc_real_0: 0.11570210754871368 (0.09897536618842019) | > loss_disc_real_1: 0.10937412828207016 (0.14196014321512646) | > loss_disc_real_2: 0.17276807129383087 (0.20731345812479654) | > loss_disc_real_3: 0.2312013804912567 (0.2593253387345208) | > loss_disc_real_4: 0.2668214440345764 (0.2914768424299028) | > loss_disc_real_5: 0.24426797032356262 (0.2718629307217068) | > loss_0: 2.3007588386535645 (2.3459705776638455) | > loss_gen: 2.3265655040740967 (2.430144680870904) | > loss_kl: 2.3197684288024902 (2.908074935277303) | > loss_feat: 8.671344757080078 (6.9625670115153) | > loss_mel: 18.47971534729004 (18.376216676500107) | > loss_duration: 2.131598711013794 (2.321237431632148) | > loss_1: 33.928993225097656 (32.99824100070529)  --> STEP: 10 | > loss_disc: 2.5262041091918945 (2.36399393081665) | > loss_disc_real_0: 0.13892489671707153 (0.10297031924128533) | > loss_disc_real_1: 0.16321927309036255 (0.14408605620265008) | > loss_disc_real_2: 0.2727324962615967 (0.21385536193847657) | > loss_disc_real_3: 0.2730403542518616 (0.2606968402862549) | > loss_disc_real_4: 0.36536887288093567 (0.2988660454750061) | > loss_disc_real_5: 0.353343665599823 (0.2800110042095184) | > loss_0: 2.5262041091918945 (2.36399393081665) | > loss_gen: 2.6275296211242676 (2.4498831748962404) | > loss_kl: 2.520998001098633 (2.869367241859436) | > loss_feat: 5.6038899421691895 (6.826699304580688) | > loss_mel: 18.186359405517578 (18.357230949401856) | > loss_duration: 2.421138048171997 (2.331227493286133) | > loss_1: 31.359914779663086 (32.834408378601076)  --> STEP: 11 | > loss_disc: 2.47747802734375 (2.3743106668645684) | > loss_disc_real_0: 0.12873665988445282 (0.10531271384520964) | > loss_disc_real_1: 0.10775725543498993 (0.14078343795104462) | > loss_disc_real_2: 0.20098337531089783 (0.2126851813359694) | > loss_disc_real_3: 0.2679102420806885 (0.26135260408574884) | > loss_disc_real_4: 0.296753466129303 (0.2986739928072149) | > loss_disc_real_5: 0.31681036949157715 (0.283356401053342) | > loss_0: 2.47747802734375 (2.3743106668645684) | > loss_gen: 2.2840816974639893 (2.4348103133114902) | > loss_kl: 2.8111095428466797 (2.864071087403731) | > loss_feat: 6.290858745574951 (6.777986526489258) | > loss_mel: 17.01810073852539 (18.235491839322176) | > loss_duration: 2.4083003997802734 (2.3382341211492363) | > loss_1: 30.81245231628418 (32.65059419111772)  --> STEP: 12 | > loss_disc: 2.2749388217926025 (2.366029679775238) | > loss_disc_real_0: 0.08072453737258911 (0.10326369913915794) | > loss_disc_real_1: 0.09996629506349564 (0.1373820093770822) | > loss_disc_real_2: 0.1679663211107254 (0.2089586096505324) | > loss_disc_real_3: 0.24848459661006927 (0.2602802701294422) | > loss_disc_real_4: 0.3290223479270935 (0.30120302240053815) | > loss_disc_real_5: 0.1784461885690689 (0.27461388334631925) | > loss_0: 2.2749388217926025 (2.366029679775238) | > loss_gen: 2.3093340396881104 (2.4243539571762085) | > loss_kl: 2.8659069538116455 (2.864224076271057) | > loss_feat: 8.566179275512695 (6.927002588907878) | > loss_mel: 20.862943649291992 (18.45444615681966) | > loss_duration: 2.2831227779388428 (2.333641509215037) | > loss_1: 36.88748550415039 (33.003668467203774)  --> STEP: 13 | > loss_disc: 2.5928709506988525 (2.3834790083078237) | > loss_disc_real_0: 0.12322261929512024 (0.10479900068961658) | > loss_disc_real_1: 0.15314941108226776 (0.13859488643132722) | > loss_disc_real_2: 0.22702957689762115 (0.2103486840541546) | > loss_disc_real_3: 0.216873899102211 (0.2569413185119629) | > loss_disc_real_4: 0.34284868836402893 (0.3044065351669605) | > loss_disc_real_5: 0.32821378111839294 (0.27873695240570956) | > loss_0: 2.5928709506988525 (2.3834790083078237) | > loss_gen: 2.319241523742676 (2.416268385373629) | > loss_kl: 2.6471052169799805 (2.847522625556359) | > loss_feat: 7.927769660949707 (7.003984671372634) | > loss_mel: 18.54361915588379 (18.461305618286133) | > loss_duration: 2.1890201568603516 (2.3225167898031382) | > loss_1: 33.62675476074219 (33.05159818209135)  --> STEP: 14 | > loss_disc: 2.306525230407715 (2.3779823098863875) | > loss_disc_real_0: 0.0635400041937828 (0.10185192951134273) | > loss_disc_real_1: 0.14227570593357086 (0.1388578021100589) | > loss_disc_real_2: 0.2306927740573883 (0.2118018333400999) | > loss_disc_real_3: 0.2621100842952728 (0.2573105160679136) | > loss_disc_real_4: 0.3192097842693329 (0.30546391010284424) | > loss_disc_real_5: 0.29656240344047546 (0.28001019890819284) | > loss_0: 2.306525230407715 (2.3779823098863875) | > loss_gen: 2.693284749984741 (2.436055268560137) | > loss_kl: 3.6444413661956787 (2.904445392744882) | > loss_feat: 8.348179817199707 (7.099998610360282) | > loss_mel: 19.030866622924805 (18.501988547188894) | > loss_duration: 2.3564765453338623 (2.324942486626761) | > loss_1: 36.073246002197266 (33.26743016924177)  --> STEP: 15 | > loss_disc: 2.650672435760498 (2.396161651611328) | > loss_disc_real_0: 0.217961847782135 (0.10959259072939555) | > loss_disc_real_1: 0.19328351318836212 (0.14248618284861247) | > loss_disc_real_2: 0.19938476383686066 (0.2109740287065506) | > loss_disc_real_3: 0.231214702129364 (0.255570795138677) | > loss_disc_real_4: 0.24400095641613007 (0.30136637985706327) | > loss_disc_real_5: 0.2970719039440155 (0.281147645910581) | > loss_0: 2.650672435760498 (2.396161651611328) | > loss_gen: 2.1007022857666016 (2.413698403040568) | > loss_kl: 3.579146385192871 (2.949425458908081) | > loss_feat: 6.026597023010254 (7.028438504536947) | > loss_mel: 15.759163856506348 (18.31913356781006) | > loss_duration: 2.3850128650665283 (2.328947178522746) | > loss_1: 29.850622177124023 (33.03964296976725)  --> STEP: 16 | > loss_disc: 2.555243968963623 (2.4061042964458466) | > loss_disc_real_0: 0.1374255269765854 (0.11133214924484491) | > loss_disc_real_1: 0.16050800681114197 (0.14361254684627056) | > loss_disc_real_2: 0.27270033955574036 (0.21483192313462496) | > loss_disc_real_3: 0.31749802827835083 (0.2594412472099066) | > loss_disc_real_4: 0.3078734874725342 (0.3017730740830302) | > loss_disc_real_5: 0.26671645045280457 (0.28024569619447) | > loss_0: 2.555243968963623 (2.4061042964458466) | > loss_gen: 2.314147472381592 (2.407476469874382) | > loss_kl: 2.060727119445801 (2.8938818126916885) | > loss_feat: 7.004947662353516 (7.026970326900482) | > loss_mel: 17.900049209594727 (18.2929407954216) | > loss_duration: 2.3942339420318604 (2.3330276012420654) | > loss_1: 31.67410659790039 (32.954296946525574)  --> STEP: 17 | > loss_disc: 2.479926109313965 (2.410446756026324) | > loss_disc_real_0: 0.09830571711063385 (0.11056588853106779) | > loss_disc_real_1: 0.16392886638641357 (0.14480762446627898) | > loss_disc_real_2: 0.3008897304534912 (0.21989414709455826) | > loss_disc_real_3: 0.31258177757263184 (0.2625671607606551) | > loss_disc_real_4: 0.34205999970436096 (0.30414289323722615) | > loss_disc_real_5: 0.2967604696750641 (0.28121715345803433) | > loss_0: 2.479926109313965 (2.410446756026324) | > loss_gen: 2.698606491088867 (2.42460176523994) | > loss_kl: 1.8961740732192993 (2.835193122134489) | > loss_feat: 6.454684257507324 (6.993306440465591) | > loss_mel: 17.706958770751953 (18.25847126455868) | > loss_duration: 2.418130874633789 (2.338033676147461) | > loss_1: 31.1745548248291 (32.84960623348461)  --> STEP: 18 | > loss_disc: 2.457613945007324 (2.4130671554141574) | > loss_disc_real_0: 0.10539211332798004 (0.11027845657534069) | > loss_disc_real_1: 0.0909404382109642 (0.14181500300765038) | > loss_disc_real_2: 0.09178661555051804 (0.21277706200877824) | > loss_disc_real_3: 0.1675601452589035 (0.25728899323278004) | > loss_disc_real_4: 0.19268420338630676 (0.29795074380106396) | > loss_disc_real_5: 0.21449093520641327 (0.27751014133294427) | > loss_0: 2.457613945007324 (2.4130671554141574) | > loss_gen: 1.7694326639175415 (2.38820348183314) | > loss_kl: 2.8671164512634277 (2.8369666404194303) | > loss_feat: 9.092209815979004 (7.109912183549669) | > loss_mel: 18.5176944732666 (18.272872553931343) | > loss_duration: 2.299685001373291 (2.335903194215563) | > loss_1: 34.546138763427734 (32.94385804070367)  --> STEP: 19 | > loss_disc: 2.7121353149414062 (2.4288075848629602) | > loss_disc_real_0: 0.2624064087867737 (0.11828519090225822) | > loss_disc_real_1: 0.1804589033126831 (0.14384889249738894) | > loss_disc_real_2: 0.21978279948234558 (0.21314578503370285) | > loss_disc_real_3: 0.20928141474723816 (0.25476227857564626) | > loss_disc_real_4: 0.22507846355438232 (0.294115360630186) | > loss_disc_real_5: 0.1822238713502884 (0.27249507449175187) | > loss_0: 2.7121353149414062 (2.4288075848629602) | > loss_gen: 2.0702004432678223 (2.3714664798033867) | > loss_kl: 2.1058712005615234 (2.7984879330584875) | > loss_feat: 10.500304222106934 (7.288353869789525) | > loss_mel: 18.22161865234375 (18.270174980163574) | > loss_duration: 2.3300621509552 (2.3355957708860697) | > loss_1: 35.228057861328125 (33.06407908389443)  --> STEP: 20 | > loss_disc: 2.272399425506592 (2.420987176895142) | > loss_disc_real_0: 0.1087048351764679 (0.11780617311596871) | > loss_disc_real_1: 0.16921813786029816 (0.1451173547655344) | > loss_disc_real_2: 0.18057255446910858 (0.21151712350547314) | > loss_disc_real_3: 0.24570457637310028 (0.25430939346551895) | > loss_disc_real_4: 0.30516406893730164 (0.29466779604554183) | > loss_disc_real_5: 0.2864687740802765 (0.2731937594711781) | > loss_0: 2.272399425506592 (2.420987176895142) | > loss_gen: 2.612367630004883 (2.383511537313461) | > loss_kl: 2.055115222930908 (2.7613192975521086) | > loss_feat: 7.554079055786133 (7.301640129089355) | > loss_mel: 19.54808235168457 (18.334070348739623) | > loss_duration: 2.332496166229248 (2.335440790653229) | > loss_1: 34.10213851928711 (33.11598205566406)  --> STEP: 21 | > loss_disc: 2.302548408508301 (2.4153472355433876) | > loss_disc_real_0: 0.09182774275541306 (0.1165691050035613) | > loss_disc_real_1: 0.16233743727207184 (0.14593735869441712) | > loss_disc_real_2: 0.18217378854751587 (0.21011982184080852) | > loss_disc_real_3: 0.25041013956069946 (0.2541237147081466) | > loss_disc_real_4: 0.2556939125061035 (0.29281189682937814) | > loss_disc_real_5: 0.24877063930034637 (0.2720307537487575) | > loss_0: 2.302548408508301 (2.4153472355433876) | > loss_gen: 2.2626121044158936 (2.377754421461196) | > loss_kl: 1.8112809658050537 (2.716079376992725) | > loss_feat: 6.346360206604004 (7.256150608971005) | > loss_mel: 16.67858123779297 (18.25523753393264) | > loss_duration: 2.1639902591705322 (2.3272764796302434) | > loss_1: 29.26282501220703 (32.93249838692801)  --> STEP: 22 | > loss_disc: 2.375326633453369 (2.413528117266569) | > loss_disc_real_0: 0.1037551760673523 (0.11598665368827907) | > loss_disc_real_1: 0.13282328844070435 (0.14534126459197563) | > loss_disc_real_2: 0.19163820147514343 (0.20927974818782372) | > loss_disc_real_3: 0.2083331197500229 (0.2520423240282319) | > loss_disc_real_4: 0.2620049715042114 (0.29141158204187056) | > loss_disc_real_5: 0.3319280445575714 (0.27475335787643085) | > loss_0: 2.375326633453369 (2.413528117266569) | > loss_gen: 2.368968963623047 (2.377355082468553) | > loss_kl: 1.9595245122909546 (2.6816905195062812) | > loss_feat: 6.31645393371582 (7.213437123732134) | > loss_mel: 18.031797409057617 (18.24508116462014) | > loss_duration: 2.2003302574157715 (2.321506196802313) | > loss_1: 30.8770751953125 (32.83907006003639)  --> STEP: 23 | > loss_disc: 2.2479400634765625 (2.4063286366670034) | > loss_disc_real_0: 0.1148790717124939 (0.11593849795020145) | > loss_disc_real_1: 0.11885726451873779 (0.14418978632792182) | > loss_disc_real_2: 0.2186485230922699 (0.20968708622714746) | > loss_disc_real_3: 0.21337813138961792 (0.2503612721743791) | > loss_disc_real_4: 0.2634514570236206 (0.2901959244323814) | > loss_disc_real_5: 0.24215129017829895 (0.27333587667216425) | > loss_0: 2.2479400634765625 (2.4063286366670034) | > loss_gen: 2.372826337814331 (2.377158180527065) | > loss_kl: 2.226439952850342 (2.6618970166081968) | > loss_feat: 5.2844133377075195 (7.129566524339759) | > loss_mel: 15.755596160888672 (18.13684268619703) | > loss_duration: 2.255173683166504 (2.3186221744703213) | > loss_1: 27.894447326660156 (32.62408646293307)  --> STEP: 24 | > loss_disc: 2.415192127227783 (2.4066979487737026) | > loss_disc_real_0: 0.16445669531822205 (0.11796008950720231) | > loss_disc_real_1: 0.16399060189723969 (0.14501482030997673) | > loss_disc_real_2: 0.19997930526733398 (0.2092825953538219) | > loss_disc_real_3: 0.21777620911598206 (0.24900356121361256) | > loss_disc_real_4: 0.2778182327747345 (0.28968018727997946) | > loss_disc_real_5: 0.2695828676223755 (0.2731795012950897) | > loss_0: 2.415192127227783 (2.4066979487737026) | > loss_gen: 2.358173131942749 (2.376367136836052) | > loss_kl: 2.6232564449310303 (2.660286992788315) | > loss_feat: 5.109294891357422 (7.045388539632161) | > loss_mel: 18.49835968017578 (18.15190589427948) | > loss_duration: 2.4169774055480957 (2.3227203090985618) | > loss_1: 31.006061553955078 (32.55666875839232)  --> STEP: 25 | > loss_disc: 2.6985740661621094 (2.418372993469239) | > loss_disc_real_0: 0.12989826500415802 (0.11843761652708054) | > loss_disc_real_1: 0.10443129390478134 (0.1433914792537689) | > loss_disc_real_2: 0.21876052021980286 (0.20966171234846115) | > loss_disc_real_3: 0.2198857218027115 (0.2478388476371765) | > loss_disc_real_4: 0.2618147134780884 (0.2885655683279038) | > loss_disc_real_5: 0.30280813574790955 (0.27436464667320254) | > loss_0: 2.6985740661621094 (2.418372993469239) | > loss_gen: 1.8950409889221191 (2.3571140909194948) | > loss_kl: 2.441922187805176 (2.6515524005889892) | > loss_feat: 6.68285608291626 (7.0308872413635255) | > loss_mel: 17.954111099243164 (18.14399410247803) | > loss_duration: 2.3430004119873047 (2.323531513214111) | > loss_1: 31.316930770874023 (32.507079238891585)  --> STEP: 26 | > loss_disc: 2.6649670600891113 (2.4278573806469264) | > loss_disc_real_0: 0.12918931245803833 (0.11885114329365584) | > loss_disc_real_1: 0.12434627115726471 (0.1426589712500572) | > loss_disc_real_2: 0.2587270140647888 (0.21154883933755067) | > loss_disc_real_3: 0.2179396152496338 (0.24668887716073257) | > loss_disc_real_4: 0.43335652351379395 (0.2941344512196688) | > loss_disc_real_5: 0.24545007944107056 (0.2732525479335052) | > loss_0: 2.6649670600891113 (2.4278573806469264) | > loss_gen: 2.247333288192749 (2.3528917523530812) | > loss_kl: 2.1812074184417725 (2.6334622089679423) | > loss_feat: 6.951728820800781 (7.027842686726497) | > loss_mel: 18.85696792602539 (18.171416172614467) | > loss_duration: 2.2730636596679688 (2.321590441923875) | > loss_1: 32.51029968261719 (32.5072031021118) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024884664095365097 (-0.00026874358837421014) | > avg_loss_disc: 2.4278573806469264 (+0.03252037671896213) | > avg_loss_disc_real_0: 0.11885114329365584 (-0.006707836802189171) | > avg_loss_disc_real_1: 0.1426589712500572 (-0.04007541216336766) | > avg_loss_disc_real_2: 0.21154883933755067 (-0.05129328054877422) | > avg_loss_disc_real_3: 0.24668887716073257 (-0.00884444896991432) | > avg_loss_disc_real_4: 0.2941344512196688 (+0.08329715522435999) | > avg_loss_disc_real_5: 0.2732525479335052 (+0.052047348079773126) | > avg_loss_0: 2.4278573806469264 (+0.03252037671896213) | > avg_loss_gen: 2.3528917523530812 (-0.07496980061897895) | > avg_loss_kl: 2.6334622089679423 (-0.02769788411947438) | > avg_loss_feat: 7.027842686726497 (-0.26430509640620325) | > avg_loss_mel: 18.171416172614467 (+0.0420682246868509) | > avg_loss_duration: 2.321590441923875 (-0.0015316468018755636) | > avg_loss_1: 32.5072031021118 (-0.32643604278565874)  > EPOCH: 428/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:54:22)   --> TIME: 2024-06-11 09:54:27 -- STEP: 9/330 -- GLOBAL_STEP: 229250 | > loss_disc: 2.3986964225769043 (2.3320323361290827) | > loss_disc_real_0: 0.08607205003499985 (0.098395350906584) | > loss_disc_real_1: 0.21765679121017456 (0.20179507301913369) | > loss_disc_real_2: 0.1859496831893921 (0.2135760204659568) | > loss_disc_real_3: 0.2379932552576065 (0.2345461365249422) | > loss_disc_real_4: 0.22801551222801208 (0.23297756413618723) | > loss_disc_real_5: 0.2304241955280304 (0.2181800256172816) | > loss_0: 2.3986964225769043 (2.3320323361290827) | > grad_norm_0: tensor(6.1980, device='cuda:0') (tensor(6.8695, device='cuda:0')) | > loss_gen: 2.330803155899048 (2.4738594690958657) | > loss_kl: 2.0059943199157715 (1.8553946415583293) | > loss_feat: 6.594666481018066 (6.765253755781385) | > loss_mel: 18.62506866455078 (18.36465835571289) | > loss_duration: 2.09256911277771 (2.1644087897406683) | > loss_1: 31.64910125732422 (31.62357563442654) | > grad_norm_1: tensor(55.6275, device='cuda:0') (tensor(64.8971, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3682 (0.3662222491370307) | > loader_time: 0.0028 (0.003075970543755425)  --> TIME: 2024-06-11 09:54:36 -- STEP: 34/330 -- GLOBAL_STEP: 229275 | > loss_disc: 2.3611249923706055 (2.3372339360854206) | > loss_disc_real_0: 0.11310280859470367 (0.1054539128261454) | > loss_disc_real_1: 0.1858026087284088 (0.20210516934885697) | > loss_disc_real_2: 0.2001280039548874 (0.21587289825958364) | > loss_disc_real_3: 0.26661062240600586 (0.22891407635282068) | > loss_disc_real_4: 0.2279433012008667 (0.22723202407360077) | > loss_disc_real_5: 0.2281707376241684 (0.21993382844854803) | > loss_0: 2.3611249923706055 (2.3372339360854206) | > grad_norm_0: tensor(11.1564, device='cuda:0') (tensor(10.6232, device='cuda:0')) | > loss_gen: 2.371136426925659 (2.4719721850226906) | > loss_kl: 2.0155608654022217 (1.8719286007039688) | > loss_feat: 6.718367099761963 (6.949608746696921) | > loss_mel: 17.915834426879883 (18.260449521681842) | > loss_duration: 2.05283260345459 (2.062908544259913) | > loss_1: 31.07373046875 (31.616867514217603) | > grad_norm_1: tensor(76.0064, device='cuda:0') (tensor(102.5240, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3651 (0.3674485262702493) | > loader_time: 0.0031 (0.0032691254335291244)  --> TIME: 2024-06-11 09:54:45 -- STEP: 59/330 -- GLOBAL_STEP: 229300 | > loss_disc: 2.3748767375946045 (2.3392591072341142) | > loss_disc_real_0: 0.1258232742547989 (0.10776708300335933) | > loss_disc_real_1: 0.19787703454494476 (0.20146649899119037) | > loss_disc_real_2: 0.21838843822479248 (0.21373253479852514) | > loss_disc_real_3: 0.2233235388994217 (0.22881606549529707) | > loss_disc_real_4: 0.2280816286802292 (0.22525918635271364) | > loss_disc_real_5: 0.20848678052425385 (0.21797721264726025) | > loss_0: 2.3748767375946045 (2.3392591072341142) | > grad_norm_0: tensor(20.6497, device='cuda:0') (tensor(11.7740, device='cuda:0')) | > loss_gen: 2.448638439178467 (2.479027436951459) | > loss_kl: 1.9092332124710083 (1.8855518587565019) | > loss_feat: 6.464450836181641 (7.0301687192108675) | > loss_mel: 16.41551399230957 (18.108017129413152) | > loss_duration: 1.9746689796447754 (2.036098070063834) | > loss_1: 29.212505340576172 (31.5388631659039) | > grad_norm_1: tensor(349.8521, device='cuda:0') (tensor(129.3233, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3835 (0.36888049820722146) | > loader_time: 0.0041 (0.0033650761943752484)  --> TIME: 2024-06-11 09:54:55 -- STEP: 84/330 -- GLOBAL_STEP: 229325 | > loss_disc: 2.3070003986358643 (2.3326210549899513) | > loss_disc_real_0: 0.10969766229391098 (0.10725947629128184) | > loss_disc_real_1: 0.24696961045265198 (0.19992381635875928) | > loss_disc_real_2: 0.2173449695110321 (0.2122017622348808) | > loss_disc_real_3: 0.20793184638023376 (0.22768899088814146) | > loss_disc_real_4: 0.21126745641231537 (0.2260756114763873) | > loss_disc_real_5: 0.21264801919460297 (0.2199717884262403) | > loss_0: 2.3070003986358643 (2.3326210549899513) | > grad_norm_0: tensor(10.0244, device='cuda:0') (tensor(12.8491, device='cuda:0')) | > loss_gen: 2.5763909816741943 (2.4895502016657867) | > loss_kl: 1.946768879890442 (1.8841633143879117) | > loss_feat: 6.531649589538574 (7.061075488726298) | > loss_mel: 18.31179428100586 (18.064279192969916) | > loss_duration: 2.0878705978393555 (2.0270538117204393) | > loss_1: 31.45447540283203 (31.526122002374557) | > grad_norm_1: tensor(167.0378, device='cuda:0') (tensor(141.9537, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3736 (0.3701854915845962) | > loader_time: 0.0038 (0.003468791643778483)  --> TIME: 2024-06-11 09:55:04 -- STEP: 109/330 -- GLOBAL_STEP: 229350 | > loss_disc: 2.2881462574005127 (2.339289153387788) | > loss_disc_real_0: 0.08826501667499542 (0.1086082812569557) | > loss_disc_real_1: 0.20315386354923248 (0.19943325727357777) | > loss_disc_real_2: 0.20622479915618896 (0.21322125428860342) | > loss_disc_real_3: 0.23314936459064484 (0.22905843916836136) | > loss_disc_real_4: 0.2363818734884262 (0.22663875361648175) | > loss_disc_real_5: 0.24178050458431244 (0.22066696124886154) | > loss_0: 2.2881462574005127 (2.339289153387788) | > grad_norm_0: tensor(15.6419, device='cuda:0') (tensor(13.1405, device='cuda:0')) | > loss_gen: 2.6392312049865723 (2.484870352876295) | > loss_kl: 1.8642126321792603 (1.8985144129586875) | > loss_feat: 7.505500316619873 (7.06232220098513) | > loss_mel: 17.894861221313477 (18.006713919683342) | > loss_duration: 1.9630111455917358 (2.026522349873814) | > loss_1: 31.8668155670166 (31.47894315107153) | > grad_norm_1: tensor(95.2927, device='cuda:0') (tensor(152.9397, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3724 (0.37047943718936466) | > loader_time: 0.0036 (0.003560081534429428)  --> TIME: 2024-06-11 09:55:14 -- STEP: 134/330 -- GLOBAL_STEP: 229375 | > loss_disc: 2.250544309616089 (2.3340556087778586) | > loss_disc_real_0: 0.12322811782360077 (0.10870365164617994) | > loss_disc_real_1: 0.1619788259267807 (0.19983724905038946) | > loss_disc_real_2: 0.21880416572093964 (0.21304909662524266) | > loss_disc_real_3: 0.21009689569473267 (0.22810605724356067) | > loss_disc_real_4: 0.197896346449852 (0.22609205343830052) | > loss_disc_real_5: 0.18950295448303223 (0.2195688955374618) | > loss_0: 2.250544309616089 (2.3340556087778586) | > grad_norm_0: tensor(35.9162, device='cuda:0') (tensor(14.0336, device='cuda:0')) | > loss_gen: 2.5422165393829346 (2.492302588562467) | > loss_kl: 2.021740674972534 (1.9016128298061996) | > loss_feat: 8.1273832321167 (7.108610053560627) | > loss_mel: 18.36034393310547 (18.04194763525209) | > loss_duration: 2.067687511444092 (2.0289435404450145) | > loss_1: 33.1193733215332 (31.573416667198067) | > grad_norm_1: tensor(401.0955, device='cuda:0') (tensor(166.2637, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.4034 (0.37212133407592773) | > loader_time: 0.004 (0.003661422587152737)  --> TIME: 2024-06-11 09:55:24 -- STEP: 159/330 -- GLOBAL_STEP: 229400 | > loss_disc: 2.364147663116455 (2.339648390715978) | > loss_disc_real_0: 0.13409195840358734 (0.11000267308463091) | > loss_disc_real_1: 0.1693638116121292 (0.1995071265495049) | > loss_disc_real_2: 0.21735084056854248 (0.2133175348335842) | > loss_disc_real_3: 0.24849247932434082 (0.22858259297391903) | > loss_disc_real_4: 0.21628150343894958 (0.22692633453030256) | > loss_disc_real_5: 0.2189616709947586 (0.2206616628469911) | > loss_0: 2.364147663116455 (2.339648390715978) | > grad_norm_0: tensor(16.8962, device='cuda:0') (tensor(15.3621, device='cuda:0')) | > loss_gen: 2.494600296020508 (2.492741440826992) | > loss_kl: 1.8689850568771362 (1.8965599986742128) | > loss_feat: 6.760137557983398 (7.106449921925862) | > loss_mel: 17.753995895385742 (18.05205699032958) | > loss_duration: 2.0340306758880615 (2.0308345286351335) | > loss_1: 30.9117488861084 (31.578642911131276) | > grad_norm_1: tensor(116.2463, device='cuda:0') (tensor(180.3641, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3873 (0.374853867404866) | > loader_time: 0.0062 (0.0037947720701589525)  --> TIME: 2024-06-11 09:55:34 -- STEP: 184/330 -- GLOBAL_STEP: 229425 | > loss_disc: 2.347195863723755 (2.3433028679827013) | > loss_disc_real_0: 0.05785380303859711 (0.11111347025017375) | > loss_disc_real_1: 0.1759261190891266 (0.19990554516730105) | > loss_disc_real_2: 0.21594344079494476 (0.213799641913046) | > loss_disc_real_3: 0.23207536339759827 (0.2287548354462437) | > loss_disc_real_4: 0.23376503586769104 (0.22693589953300747) | > loss_disc_real_5: 0.2300906777381897 (0.2207796258608932) | > loss_0: 2.347195863723755 (2.3433028679827013) | > grad_norm_0: tensor(9.1594, device='cuda:0') (tensor(17.1659, device='cuda:0')) | > loss_gen: 2.654024362564087 (2.495983818302984) | > loss_kl: 1.8004608154296875 (1.8961196567701257) | > loss_feat: 7.232319355010986 (7.119877014471137) | > loss_mel: 17.878665924072266 (18.026342547458142) | > loss_duration: 2.0713467597961426 (2.0365844854842066) | > loss_1: 31.636816024780273 (31.574907582739126) | > grad_norm_1: tensor(262.5592, device='cuda:0') (tensor(193.1768, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.3963 (0.37755858120710967) | > loader_time: 0.0051 (0.003921276849249135)  --> TIME: 2024-06-11 09:55:44 -- STEP: 209/330 -- GLOBAL_STEP: 229450 | > loss_disc: 2.3680291175842285 (2.3464694696180004) | > loss_disc_real_0: 0.08253231644630432 (0.11190622078887584) | > loss_disc_real_1: 0.21198976039886475 (0.19982406896267216) | > loss_disc_real_2: 0.2263413667678833 (0.21420434687696577) | > loss_disc_real_3: 0.19990010559558868 (0.22860224252682554) | > loss_disc_real_4: 0.22984665632247925 (0.22767062028914548) | > loss_disc_real_5: 0.22562438249588013 (0.22102774144930132) | > loss_0: 2.3680291175842285 (2.3464694696180004) | > grad_norm_0: tensor(23.8023, device='cuda:0') (tensor(19.3979, device='cuda:0')) | > loss_gen: 2.407402515411377 (2.503904465853312) | > loss_kl: 1.833029866218567 (1.9001467826834135) | > loss_feat: 7.398806095123291 (7.139340079001832) | > loss_mel: 18.291913986206055 (18.007125571584012) | > loss_duration: 2.1211771965026855 (2.0440628648374632) | > loss_1: 32.052330017089844 (31.594579824420254) | > grad_norm_1: tensor(346.5120, device='cuda:0') (tensor(211.8365, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.4105 (0.38045683317777657) | > loader_time: 0.0051 (0.004047612824508448)  --> TIME: 2024-06-11 09:55:55 -- STEP: 234/330 -- GLOBAL_STEP: 229475 | > loss_disc: 2.271348476409912 (2.345410865596218) | > loss_disc_real_0: 0.12334411591291428 (0.11338293189421678) | > loss_disc_real_1: 0.20857731997966766 (0.19990498432491582) | > loss_disc_real_2: 0.18485993146896362 (0.21361037101755795) | > loss_disc_real_3: 0.2049078494310379 (0.2284849702547758) | > loss_disc_real_4: 0.2478441596031189 (0.22663145213045627) | > loss_disc_real_5: 0.21925735473632812 (0.22071273720417267) | > loss_0: 2.271348476409912 (2.345410865596218) | > grad_norm_0: tensor(47.7929, device='cuda:0') (tensor(21.7487, device='cuda:0')) | > loss_gen: 2.5895795822143555 (2.5074503798770085) | > loss_kl: 1.8874757289886475 (1.9027775454724956) | > loss_feat: 7.155993938446045 (7.14070340914604) | > loss_mel: 17.317333221435547 (17.977136595636345) | > loss_duration: 2.120720863342285 (2.0521634598063607) | > loss_1: 31.071102142333984 (31.580231479090504) | > grad_norm_1: tensor(465.7895, device='cuda:0') (tensor(229.5142, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.4193 (0.38327352104024004) | > loader_time: 0.0054 (0.004177615173861513)  --> TIME: 2024-06-11 09:56:06 -- STEP: 259/330 -- GLOBAL_STEP: 229500 | > loss_disc: 2.334772825241089 (2.3477111755650943) | > loss_disc_real_0: 0.08427497744560242 (0.11376991977332641) | > loss_disc_real_1: 0.31609150767326355 (0.20086279609258573) | > loss_disc_real_2: 0.20324945449829102 (0.21393991143777102) | > loss_disc_real_3: 0.21188472211360931 (0.22839194645522645) | > loss_disc_real_4: 0.21463024616241455 (0.22674843438803918) | > loss_disc_real_5: 0.20454280078411102 (0.22077887686523232) | > loss_0: 2.334772825241089 (2.3477111755650943) | > grad_norm_0: tensor(24.5053, device='cuda:0') (tensor(23.7399, device='cuda:0')) | > loss_gen: 2.5588457584381104 (2.509214104832829) | > loss_kl: 1.8445907831192017 (1.9065540462847381) | > loss_feat: 7.535929203033447 (7.1577859679704465) | > loss_mel: 17.443111419677734 (17.941438085784316) | > loss_duration: 2.1506381034851074 (2.059373888269816) | > loss_1: 31.53311538696289 (31.57436618289432) | > grad_norm_1: tensor(213.6322, device='cuda:0') (tensor(245.3182, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.4308 (0.3870583676003122) | > loader_time: 0.0056 (0.00433224968928628) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_229500.pth  --> TIME: 2024-06-11 09:56:23 -- STEP: 284/330 -- GLOBAL_STEP: 229525 | > loss_disc: 2.368884563446045 (2.3501958024333907) | > loss_disc_real_0: 0.1366228461265564 (0.1147815771663273) | > loss_disc_real_1: 0.170868381857872 (0.2010194490807997) | > loss_disc_real_2: 0.19084405899047852 (0.21413699269924366) | > loss_disc_real_3: 0.2020556926727295 (0.2288195714354515) | > loss_disc_real_4: 0.2315889596939087 (0.2268257663178612) | > loss_disc_real_5: 0.21728067100048065 (0.2204492436853093) | > loss_0: 2.368884563446045 (2.3501958024333907) | > grad_norm_0: tensor(7.9903, device='cuda:0') (tensor(24.4803, device='cuda:0')) | > loss_gen: 2.425977945327759 (2.507413096830878) | > loss_kl: 1.9441776275634766 (1.9106096373477452) | > loss_feat: 7.1890130043029785 (7.159718632698059) | > loss_mel: 17.215532302856445 (17.90011841142681) | > loss_duration: 2.157689332962036 (2.0684651258126117) | > loss_1: 30.932390213012695 (31.546324985128052) | > grad_norm_1: tensor(171.5430, device='cuda:0') (tensor(257.3983, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.4446 (0.39394271037947975) | > loader_time: 0.0068 (0.004528183332631284)  --> TIME: 2024-06-11 09:56:35 -- STEP: 309/330 -- GLOBAL_STEP: 229550 | > loss_disc: 2.3927958011627197 (2.354630173217133) | > loss_disc_real_0: 0.15023845434188843 (0.1157998401418473) | > loss_disc_real_1: 0.23888275027275085 (0.20151264309690223) | > loss_disc_real_2: 0.2604912519454956 (0.21469504499512582) | > loss_disc_real_3: 0.2441316395998001 (0.22861815501956878) | > loss_disc_real_4: 0.25083285570144653 (0.22719041299086945) | > loss_disc_real_5: 0.28498461842536926 (0.22070226034686014) | > loss_0: 2.3927958011627197 (2.354630173217133) | > grad_norm_0: tensor(94.7721, device='cuda:0') (tensor(26.5569, device='cuda:0')) | > loss_gen: 2.6746537685394287 (2.5027850638701303) | > loss_kl: 1.926605224609375 (1.9157072884365194) | > loss_feat: 6.917984962463379 (7.155672551744578) | > loss_mel: 17.076566696166992 (17.85239091583054) | > loss_duration: 2.243924856185913 (2.079961476202537) | > loss_1: 30.839736938476562 (31.506517336206528) | > grad_norm_1: tensor(618.9398, device='cuda:0') (tensor(268.0740, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.4983 (0.4010857656164078) | > loader_time: 0.0077 (0.004722251089645434)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5204482078552246 (2.5204482078552246) | > loss_disc_real_0: 0.21373265981674194 (0.21373265981674194) | > loss_disc_real_1: 0.23513686656951904 (0.23513686656951904) | > loss_disc_real_2: 0.2721293270587921 (0.2721293270587921) | > loss_disc_real_3: 0.326545387506485 (0.326545387506485) | > loss_disc_real_4: 0.2621173560619354 (0.2621173560619354) | > loss_disc_real_5: 0.26793909072875977 (0.26793909072875977) | > loss_0: 2.5204482078552246 (2.5204482078552246) | > loss_gen: 2.861212730407715 (2.861212730407715) | > loss_kl: 2.566648006439209 (2.566648006439209) | > loss_feat: 8.242971420288086 (8.242971420288086) | > loss_mel: 17.83024024963379 (17.83024024963379) | > loss_duration: 2.739137887954712 (2.739137887954712) | > loss_1: 34.240211486816406 (34.240211486816406)  --> STEP: 1 | > loss_disc: 2.309574842453003 (2.309574842453003) | > loss_disc_real_0: 0.1032429039478302 (0.1032429039478302) | > loss_disc_real_1: 0.17493313550949097 (0.17493313550949097) | > loss_disc_real_2: 0.16998521983623505 (0.16998521983623505) | > loss_disc_real_3: 0.20023275911808014 (0.20023275911808014) | > loss_disc_real_4: 0.2698584496974945 (0.2698584496974945) | > loss_disc_real_5: 0.2057459056377411 (0.2057459056377411) | > loss_0: 2.309574842453003 (2.309574842453003) | > loss_gen: 2.4438652992248535 (2.4438652992248535) | > loss_kl: 3.0144665241241455 (3.0144665241241455) | > loss_feat: 7.088788986206055 (7.088788986206055) | > loss_mel: 18.508460998535156 (18.508460998535156) | > loss_duration: 2.4144599437713623 (2.4144599437713623) | > loss_1: 33.47004318237305 (33.47004318237305)  --> STEP: 2 | > loss_disc: 1.9460992813110352 (2.127837061882019) | > loss_disc_real_0: 0.06705247610807419 (0.0851476900279522) | > loss_disc_real_1: 0.2203899770975113 (0.19766155630350113) | > loss_disc_real_2: 0.16776728630065918 (0.1688762530684471) | > loss_disc_real_3: 0.16153007745742798 (0.18088141828775406) | > loss_disc_real_4: 0.2477131187915802 (0.25878578424453735) | > loss_disc_real_5: 0.17130820453166962 (0.18852705508470535) | > loss_0: 1.9460992813110352 (2.127837061882019) | > loss_gen: 2.794769763946533 (2.6193175315856934) | > loss_kl: 2.6459264755249023 (2.830196499824524) | > loss_feat: 7.124706268310547 (7.106747627258301) | > loss_mel: 20.999828338623047 (19.7541446685791) | > loss_duration: 2.476846694946289 (2.4456533193588257) | > loss_1: 36.042076110839844 (34.756059646606445)  --> STEP: 3 | > loss_disc: 2.1261372566223145 (2.127270460128784) | > loss_disc_real_0: 0.11756831407546997 (0.09595456471045812) | > loss_disc_real_1: 0.1573391556739807 (0.18422075609366098) | > loss_disc_real_2: 0.16985583305358887 (0.16920277973016104) | > loss_disc_real_3: 0.22691208124160767 (0.19622497260570526) | > loss_disc_real_4: 0.2647758424282074 (0.2607824703057607) | > loss_disc_real_5: 0.23875419795513153 (0.20526943604151407) | > loss_0: 2.1261372566223145 (2.127270460128784) | > loss_gen: 2.658709764480591 (2.6324482758839927) | > loss_kl: 3.168809413909912 (2.94306747118632) | > loss_feat: 7.837118625640869 (7.350204626719157) | > loss_mel: 17.809743881225586 (19.106011072794598) | > loss_duration: 2.3833212852478027 (2.4248759746551514) | > loss_1: 33.857704162597656 (34.456607818603516)  --> STEP: 4 | > loss_disc: 2.389308452606201 (2.1927799582481384) | > loss_disc_real_0: 0.10969226062297821 (0.09938898868858814) | > loss_disc_real_1: 0.22073905169963837 (0.19335032999515533) | > loss_disc_real_2: 0.23278546333312988 (0.18509845063090324) | > loss_disc_real_3: 0.25072115659713745 (0.2098490186035633) | > loss_disc_real_4: 0.2275913506746292 (0.25248469039797783) | > loss_disc_real_5: 0.23010513186454773 (0.2114783599972725) | > loss_0: 2.389308452606201 (2.1927799582481384) | > loss_gen: 2.3887569904327393 (2.571525454521179) | > loss_kl: 2.510573148727417 (2.8349438905715942) | > loss_feat: 5.731744766235352 (6.945589661598206) | > loss_mel: 19.419475555419922 (19.184377193450928) | > loss_duration: 2.385340690612793 (2.4149921536445618) | > loss_1: 32.435890197753906 (33.95142841339111)  --> STEP: 5 | > loss_disc: 2.4410600662231445 (2.2424359798431395) | > loss_disc_real_0: 0.21254348754882812 (0.12201988846063613) | > loss_disc_real_1: 0.2355809360742569 (0.20179645121097564) | > loss_disc_real_2: 0.26733896136283875 (0.20154655277729033) | > loss_disc_real_3: 0.2965396046638489 (0.22718713581562042) | > loss_disc_real_4: 0.34371238946914673 (0.2707302302122116) | > loss_disc_real_5: 0.20920686423778534 (0.21102406084537506) | > loss_0: 2.4410600662231445 (2.2424359798431395) | > loss_gen: 2.6763756275177 (2.592495489120483) | > loss_kl: 2.336862802505493 (2.735327672958374) | > loss_feat: 5.593228340148926 (6.67511739730835) | > loss_mel: 18.69097328186035 (19.085696411132812) | > loss_duration: 2.3336026668548584 (2.3987142562866213) | > loss_1: 31.63104248046875 (33.48735122680664)  --> STEP: 6 | > loss_disc: 2.2964682579040527 (2.2514413595199585) | > loss_disc_real_0: 0.11355650424957275 (0.12060932442545891) | > loss_disc_real_1: 0.16734933853149414 (0.1960552657643954) | > loss_disc_real_2: 0.23772655427455902 (0.20757655302683511) | > loss_disc_real_3: 0.2558802664279938 (0.231969324251016) | > loss_disc_real_4: 0.22599968314170837 (0.2632751390337944) | > loss_disc_real_5: 0.2341555655002594 (0.21487931162118912) | > loss_0: 2.2964682579040527 (2.2514413595199585) | > loss_gen: 2.4716720581054688 (2.572358250617981) | > loss_kl: 1.9835981130599976 (2.6100394129753113) | > loss_feat: 6.417712211608887 (6.6322165330251055) | > loss_mel: 19.431432723999023 (19.143319129943848) | > loss_duration: 2.1528027057647705 (2.3577289978663125) | > loss_1: 32.457218170166016 (33.3156623840332)  --> STEP: 7 | > loss_disc: 2.1651978492736816 (2.2391208580562045) | > loss_disc_real_0: 0.10361252725124359 (0.11818121054342814) | > loss_disc_real_1: 0.20684665441513062 (0.19759689271450043) | > loss_disc_real_2: 0.1876072734594345 (0.20472379880292074) | > loss_disc_real_3: 0.19874835014343262 (0.2272234708070755) | > loss_disc_real_4: 0.24971163272857666 (0.26133749527590616) | > loss_disc_real_5: 0.204107865691185 (0.21334053363118852) | > loss_0: 2.1651978492736816 (2.2391208580562045) | > loss_gen: 2.69820237159729 (2.5903359821864536) | > loss_kl: 4.146169185638428 (2.8294865233557567) | > loss_feat: 6.730594635009766 (6.646270547594343) | > loss_mel: 19.114274978637695 (19.13916996547154) | > loss_duration: 2.578680992126465 (2.3892935684749057) | > loss_1: 35.26792526245117 (33.594557080950054)  --> STEP: 8 | > loss_disc: 2.3512303829193115 (2.253134548664093) | > loss_disc_real_0: 0.14657437801361084 (0.12173035647720098) | > loss_disc_real_1: 0.15199267864227295 (0.191896365955472) | > loss_disc_real_2: 0.15820929408073425 (0.19890948571264744) | > loss_disc_real_3: 0.2155090719461441 (0.22575917094945908) | > loss_disc_real_4: 0.31037014722824097 (0.267466576769948) | > loss_disc_real_5: 0.25769275426864624 (0.21888456121087074) | > loss_0: 2.3512303829193115 (2.253134548664093) | > loss_gen: 2.4664711952209473 (2.5748528838157654) | > loss_kl: 2.968444585800171 (2.8468562811613083) | > loss_feat: 10.079562187194824 (7.075432002544403) | > loss_mel: 19.335248947143555 (19.163679838180542) | > loss_duration: 2.237272024154663 (2.3702908754348755) | > loss_1: 37.086997985839844 (34.03111219406128)  --> STEP: 9 | > loss_disc: 2.2381224632263184 (2.251466539171007) | > loss_disc_real_0: 0.16342270374298096 (0.1263628395067321) | > loss_disc_real_1: 0.16930705308914185 (0.18938644230365753) | > loss_disc_real_2: 0.16234634816646576 (0.19484691487418282) | > loss_disc_real_3: 0.19884273409843445 (0.22276845574378967) | > loss_disc_real_4: 0.23101909458637238 (0.2634168565273285) | > loss_disc_real_5: 0.2261393517255783 (0.21969064904583824) | > loss_0: 2.2381224632263184 (2.251466539171007) | > loss_gen: 2.56036639213562 (2.5732432736290827) | > loss_kl: 2.5214507579803467 (2.810700111918979) | > loss_feat: 9.79371452331543 (7.377463393741184) | > loss_mel: 19.166946411132812 (19.164042790730793) | > loss_duration: 2.1310231685638428 (2.3437055746714273) | > loss_1: 36.17350387573242 (34.26915571424696)  --> STEP: 10 | > loss_disc: 2.5986125469207764 (2.2861811399459837) | > loss_disc_real_0: 0.3778848946094513 (0.15151504501700402) | > loss_disc_real_1: 0.2051711082458496 (0.19096490889787673) | > loss_disc_real_2: 0.1933000534772873 (0.19469222873449327) | > loss_disc_real_3: 0.22858455777168274 (0.22335006594657897) | > loss_disc_real_4: 0.23781006038188934 (0.26085617691278457) | > loss_disc_real_5: 0.22394509613513947 (0.22011609375476837) | > loss_0: 2.5986125469207764 (2.2861811399459837) | > loss_gen: 2.3039698600769043 (2.5463159322738647) | > loss_kl: 2.3505074977874756 (2.7646808505058287) | > loss_feat: 4.826971054077148 (7.12241415977478) | > loss_mel: 12.279510498046875 (18.475589561462403) | > loss_duration: 2.3623945713043213 (2.345574474334717) | > loss_1: 24.123353958129883 (33.25457553863525)  --> STEP: 11 | > loss_disc: 2.41495418548584 (2.297887780449607) | > loss_disc_real_0: 0.1491134762763977 (0.1512967205860398) | > loss_disc_real_1: 0.18508397042751312 (0.1904302781278437) | > loss_disc_real_2: 0.16160492599010468 (0.19168429212136703) | > loss_disc_real_3: 0.29112526774406433 (0.22951144792816855) | > loss_disc_real_4: 0.2636357247829437 (0.26110886308279907) | > loss_disc_real_5: 0.23537999391555786 (0.22150372104211288) | > loss_0: 2.41495418548584 (2.297887780449607) | > loss_gen: 2.3434808254241943 (2.527876377105713) | > loss_kl: 2.796527147293091 (2.76757596839558) | > loss_feat: 6.774960041046143 (7.09082742170854) | > loss_mel: 16.783634185791016 (18.321775436401367) | > loss_duration: 2.482750415802002 (2.3580450144681064) | > loss_1: 31.181352615356445 (33.066100727428086)  --> STEP: 12 | > loss_disc: 2.2922415733337402 (2.2974172631899514) | > loss_disc_real_0: 0.08108219504356384 (0.14544551012416682) | > loss_disc_real_1: 0.1580641120672226 (0.18773309762279192) | > loss_disc_real_2: 0.17969824373722076 (0.1906854547560215) | > loss_disc_real_3: 0.302388072013855 (0.23558449993530908) | > loss_disc_real_4: 0.2190604954957962 (0.2576048324505488) | > loss_disc_real_5: 0.21902525424957275 (0.22129718214273453) | > loss_0: 2.2922415733337402 (2.2974172631899514) | > loss_gen: 2.260481595993042 (2.505593478679657) | > loss_kl: 3.0536763668060303 (2.7914176682631173) | > loss_feat: 6.244266033172607 (7.020280639330546) | > loss_mel: 16.865772247314453 (18.20044183731079) | > loss_duration: 2.270109176635742 (2.350717027982076) | > loss_1: 30.694305419921875 (32.86845111846923)  --> STEP: 13 | > loss_disc: 2.280588388442993 (2.2961227343632626) | > loss_disc_real_0: 0.0961281806230545 (0.141651869393312) | > loss_disc_real_1: 0.21625763177871704 (0.1899272925578631) | > loss_disc_real_2: 0.27368536591529846 (0.1970700633067351) | > loss_disc_real_3: 0.19687899947166443 (0.23260715374579796) | > loss_disc_real_4: 0.23590044677257538 (0.25593526432147395) | > loss_disc_real_5: 0.17722633481025696 (0.21790711696331316) | > loss_0: 2.280588388442993 (2.2961227343632626) | > loss_gen: 2.3871912956237793 (2.4964856184445896) | > loss_kl: 2.6688923835754395 (2.781992646364065) | > loss_feat: 6.782848358154297 (7.002016617701604) | > loss_mel: 17.878746032714844 (18.175696006188026) | > loss_duration: 2.218320369720459 (2.340532669654259) | > loss_1: 31.935998916625977 (32.796724026019746)  --> STEP: 14 | > loss_disc: 2.3805456161499023 (2.3021529402051653) | > loss_disc_real_0: 0.17506229877471924 (0.1440383286348411) | > loss_disc_real_1: 0.16214439272880554 (0.1879427997129304) | > loss_disc_real_2: 0.18871809542179108 (0.19647349417209625) | > loss_disc_real_3: 0.27156490087509155 (0.23538984996931894) | > loss_disc_real_4: 0.28083518147468567 (0.25771382983241764) | > loss_disc_real_5: 0.28783825039863586 (0.22290219792297908) | > loss_0: 2.3805456161499023 (2.3021529402051653) | > loss_gen: 2.50502610206604 (2.4970956529889787) | > loss_kl: 3.368187189102173 (2.823863685131073) | > loss_feat: 7.156054973602295 (7.013019357408796) | > loss_mel: 19.735408782958984 (18.287104061671666) | > loss_duration: 2.3740286827087402 (2.3429252420152937) | > loss_1: 35.13870620727539 (32.96400846753801)  --> STEP: 15 | > loss_disc: 2.252697229385376 (2.2988558928171794) | > loss_disc_real_0: 0.1732175052165985 (0.14598360707362493) | > loss_disc_real_1: 0.17553238570690155 (0.18711543877919515) | > loss_disc_real_2: 0.2027624249458313 (0.19689275622367858) | > loss_disc_real_3: 0.2927243709564209 (0.23921215136845905) | > loss_disc_real_4: 0.24113179743289948 (0.2566083610057831) | > loss_disc_real_5: 0.17798562347888947 (0.21990775962670644) | > loss_0: 2.252697229385376 (2.2988558928171794) | > loss_gen: 2.572967529296875 (2.502153778076172) | > loss_kl: 3.6197187900543213 (2.8769206921259562) | > loss_feat: 7.4475860595703125 (7.041990470886231) | > loss_mel: 18.606773376464844 (18.308415349324545) | > loss_duration: 2.359516143798828 (2.344031302134196) | > loss_1: 34.606563568115234 (33.07351214090982)  --> STEP: 16 | > loss_disc: 2.7532544136047363 (2.3272558003664017) | > loss_disc_real_0: 0.17349660396575928 (0.14770316937938333) | > loss_disc_real_1: 0.1879022717475891 (0.18716461583971977) | > loss_disc_real_2: 0.27412134408950806 (0.20171954296529293) | > loss_disc_real_3: 0.29111549258232117 (0.24245611019432545) | > loss_disc_real_4: 0.3160502314567566 (0.2603234779089689) | > loss_disc_real_5: 0.34718838334083557 (0.2278627986088395) | > loss_0: 2.7532544136047363 (2.3272558003664017) | > loss_gen: 2.3277485370635986 (2.491253450512886) | > loss_kl: 2.291055917739868 (2.8403041437268257) | > loss_feat: 6.503861904144287 (7.008357435464859) | > loss_mel: 15.177536010742188 (18.112735390663147) | > loss_duration: 2.350172519683838 (2.3444151282310486) | > loss_1: 28.650375366210938 (32.797066092491136)  --> STEP: 17 | > loss_disc: 2.351275682449341 (2.3286687346065746) | > loss_disc_real_0: 0.16856727004051208 (0.14893046941827326) | > loss_disc_real_1: 0.2701880931854248 (0.19204834980123184) | > loss_disc_real_2: 0.2907649576663971 (0.2069575085359461) | > loss_disc_real_3: 0.255380243062973 (0.2432163533042459) | > loss_disc_real_4: 0.20924389362335205 (0.25731879648040323) | > loss_disc_real_5: 0.2624501883983612 (0.22989735094939961) | > loss_0: 2.351275682449341 (2.3286687346065746) | > loss_gen: 2.7835006713867188 (2.5084444635054646) | > loss_kl: 2.6674115657806396 (2.8301339920829323) | > loss_feat: 5.935675621032715 (6.945258505204144) | > loss_mel: 17.756736755371094 (18.091794294469498) | > loss_duration: 2.3864476680755615 (2.3468876305748436) | > loss_1: 31.529773712158203 (32.72251948188332)  --> STEP: 18 | > loss_disc: 2.249479293823242 (2.324269321229723) | > loss_disc_real_0: 0.06657049059867859 (0.1443549150394069) | > loss_disc_real_1: 0.19778570532798767 (0.1923670917749405) | > loss_disc_real_2: 0.2154608964920044 (0.20742991897794935) | > loss_disc_real_3: 0.2510737478733063 (0.24365287522474924) | > loss_disc_real_4: 0.23034599423408508 (0.2558203074667189) | > loss_disc_real_5: 0.2184092402458191 (0.22925912257697847) | > loss_0: 2.249479293823242 (2.324269321229723) | > loss_gen: 2.326916456222534 (2.4983595742119684) | > loss_kl: 2.9268343448638916 (2.8355062339040966) | > loss_feat: 6.933098793029785 (6.944582965638903) | > loss_mel: 16.946483612060547 (18.028165923224556) | > loss_duration: 2.254181385040283 (2.3417372836007013) | > loss_1: 31.38751220703125 (32.6483524110582)  --> STEP: 19 | > loss_disc: 2.649017095565796 (2.341361309352674) | > loss_disc_real_0: 0.26871660351753235 (0.15090026706457138) | > loss_disc_real_1: 0.27586671710014343 (0.1967618088973196) | > loss_disc_real_2: 0.18121734261512756 (0.20605030969569557) | > loss_disc_real_3: 0.2704642117023468 (0.24506399819725438) | > loss_disc_real_4: 0.2682402431964874 (0.25647398829460144) | > loss_disc_real_5: 0.2517264485359192 (0.2304416134169227) | > loss_0: 2.649017095565796 (2.341361309352674) | > loss_gen: 2.363414764404297 (2.4912572158010384) | > loss_kl: 2.2442495822906494 (2.804387462766547) | > loss_feat: 4.419625759124756 (6.8116904810855265) | > loss_mel: 16.150585174560547 (17.929345883821185) | > loss_duration: 2.31172251701355 (2.3401575590434827) | > loss_1: 27.48959732055664 (32.37683898524233)  --> STEP: 20 | > loss_disc: 2.1138267517089844 (2.3299845814704896) | > loss_disc_real_0: 0.10540300607681274 (0.14862540401518345) | > loss_disc_real_1: 0.12444128841161728 (0.19314578287303447) | > loss_disc_real_2: 0.21955618262290955 (0.20672560334205628) | > loss_disc_real_3: 0.2435302883386612 (0.24498731270432472) | > loss_disc_real_4: 0.24814946949481964 (0.25605776235461236) | > loss_disc_real_5: 0.1661384254693985 (0.2272264540195465) | > loss_0: 2.1138267517089844 (2.3299845814704896) | > loss_gen: 2.6422364711761475 (2.4988061785697937) | > loss_kl: 2.6136789321899414 (2.7948520362377165) | > loss_feat: 7.705835342407227 (6.856397724151611) | > loss_mel: 20.69585609436035 (18.067671394348146) | > loss_duration: 2.2908713817596436 (2.337693250179291) | > loss_1: 35.9484748840332 (32.555420780181876)  --> STEP: 21 | > loss_disc: 2.512686014175415 (2.3386846496945335) | > loss_disc_real_0: 0.19312319159507751 (0.1507443462808927) | > loss_disc_real_1: 0.33314353227615356 (0.1998123423684211) | > loss_disc_real_2: 0.30542394518852234 (0.21142552438236417) | > loss_disc_real_3: 0.322847455739975 (0.2486949385631652) | > loss_disc_real_4: 0.34433841705322266 (0.26026160305454615) | > loss_disc_real_5: 0.29272934794425964 (0.23034563944453285) | > loss_0: 2.512686014175415 (2.3386846496945335) | > loss_gen: 2.8859176635742188 (2.5172400588081) | > loss_kl: 2.134077548980713 (2.7633865844635737) | > loss_feat: 5.691323280334473 (6.800917988731747) | > loss_mel: 16.855085372924805 (18.009929202851794) | > loss_duration: 2.171271324157715 (2.3297683965592157) | > loss_1: 29.737674713134766 (32.421242396036774)  --> STEP: 22 | > loss_disc: 2.1932122707366943 (2.3320722688328135) | > loss_disc_real_0: 0.07118140906095505 (0.1471278491345319) | > loss_disc_real_1: 0.11560086160898209 (0.1959845477884466) | > loss_disc_real_2: 0.2196199893951416 (0.21179800006476315) | > loss_disc_real_3: 0.17420122027397156 (0.24530886045911096) | > loss_disc_real_4: 0.24742944538593292 (0.2596783231605183) | > loss_disc_real_5: 0.2395886480808258 (0.230765776200728) | > loss_0: 2.1932122707366943 (2.3320722688328135) | > loss_gen: 2.273050546646118 (2.5061405355280097) | > loss_kl: 1.871255874633789 (2.72283518856222) | > loss_feat: 8.510551452636719 (6.878628600727428) | > loss_mel: 19.216094970703125 (18.06475491957231) | > loss_duration: 2.1972665786743164 (2.3237455866553565) | > loss_1: 34.06821823120117 (32.496104933998794)  --> STEP: 23 | > loss_disc: 2.5686073303222656 (2.3423564019410508) | > loss_disc_real_0: 0.18969520926475525 (0.14897860392280246) | > loss_disc_real_1: 0.24899105727672577 (0.1982891786357631) | > loss_disc_real_2: 0.1818261742591858 (0.2104948772036511) | > loss_disc_real_3: 0.3356640934944153 (0.24923734885195029) | > loss_disc_real_4: 0.25427931547164917 (0.25944358369578485) | > loss_disc_real_5: 0.24897192418575287 (0.2315573478522508) | > loss_0: 2.5686073303222656 (2.3423564019410508) | > loss_gen: 2.4762070178985596 (2.5048390782397725) | > loss_kl: 2.37363338470459 (2.707652501437975) | > loss_feat: 6.269503116607666 (6.852144884026569) | > loss_mel: 17.229490280151367 (18.02843906568444) | > loss_duration: 2.259249687194824 (2.3209414171135943) | > loss_1: 30.60808563232422 (32.41401713827381)  --> STEP: 24 | > loss_disc: 2.3537447452545166 (2.3428309162457785) | > loss_disc_real_0: 0.14080962538719177 (0.14863822981715202) | > loss_disc_real_1: 0.16105812788009644 (0.19673788485427698) | > loss_disc_real_2: 0.2518114745616913 (0.21221640209356943) | > loss_disc_real_3: 0.19835282862186432 (0.24711716050903001) | > loss_disc_real_4: 0.25301313400268555 (0.2591756482919057) | > loss_disc_real_5: 0.2100876122713089 (0.23066277553637823) | > loss_0: 2.3537447452545166 (2.3428309162457785) | > loss_gen: 2.2577531337738037 (2.4945438305536904) | > loss_kl: 2.3313002586364746 (2.6919711579879126) | > loss_feat: 7.577790260314941 (6.882380108038585) | > loss_mel: 16.949647903442383 (17.983489433924355) | > loss_duration: 2.454204559326172 (2.3264940480391183) | > loss_1: 31.570695877075195 (32.37887875239054)  --> STEP: 25 | > loss_disc: 2.55830717086792 (2.351449966430664) | > loss_disc_real_0: 0.10031172633171082 (0.14670516967773437) | > loss_disc_real_1: 0.38874101638793945 (0.20441801011562347) | > loss_disc_real_2: 0.2122005969285965 (0.21221576988697052) | > loss_disc_real_3: 0.2397841364145279 (0.24682383954524995) | > loss_disc_real_4: 0.25595957040786743 (0.25904700517654417) | > loss_disc_real_5: 0.1649159938097 (0.2280329042673111) | > loss_0: 2.55830717086792 (2.351449966430664) | > loss_gen: 2.2499094009399414 (2.4847584533691407) | > loss_kl: 2.1890668869018555 (2.6718549871444703) | > loss_feat: 6.188785552978516 (6.854636325836181) | > loss_mel: 14.362616539001465 (17.838654518127438) | > loss_duration: 2.335163116455078 (2.326840810775757) | > loss_1: 27.325542449951172 (32.17674530029297)  --> STEP: 26 | > loss_disc: 2.3323707580566406 (2.350716150723971) | > loss_disc_real_0: 0.22708572447299957 (0.14979672947755224) | > loss_disc_real_1: 0.09509941190481186 (0.20021344864597687) | > loss_disc_real_2: 0.19768838584423065 (0.21165702434686515) | > loss_disc_real_3: 0.18693678081035614 (0.2445204911323694) | > loss_disc_real_4: 0.19256789982318878 (0.2564901165091074) | > loss_disc_real_5: 0.17168273031711578 (0.22586558988461128) | > loss_0: 2.3323707580566406 (2.350716150723971) | > loss_gen: 2.493169069290161 (2.4850819385968723) | > loss_kl: 2.188854455947876 (2.653278043636909) | > loss_feat: 16.161645889282227 (7.212598232122568) | > loss_mel: 20.88741683959961 (17.95591460741483) | > loss_duration: 2.283451557159424 (2.325171993328975) | > loss_1: 44.01453399658203 (32.63204486553486) --> EVAL PERFORMANCE | > avg_loader_time: 0.002501506071824293 (+1.3039662287783488e-05) | > avg_loss_disc: 2.350716150723971 (-0.07714122992295547) | > avg_loss_disc_real_0: 0.14979672947755224 (+0.030945586183896395) | > avg_loss_disc_real_1: 0.20021344864597687 (+0.05755447739591968) | > avg_loss_disc_real_2: 0.21165702434686515 (+0.0001081850093144765) | > avg_loss_disc_real_3: 0.2445204911323694 (-0.0021683860283631673) | > avg_loss_disc_real_4: 0.2564901165091074 (-0.03764433471056139) | > avg_loss_disc_real_5: 0.22586558988461128 (-0.047386958048893896) | > avg_loss_0: 2.350716150723971 (-0.07714122992295547) | > avg_loss_gen: 2.4850819385968723 (+0.13219018624379109) | > avg_loss_kl: 2.653278043636909 (+0.019815834668966748) | > avg_loss_feat: 7.212598232122568 (+0.18475554539607142) | > avg_loss_mel: 17.95591460741483 (-0.21550156519963792) | > avg_loss_duration: 2.325171993328975 (+0.003581551405100303) | > avg_loss_1: 32.63204486553486 (+0.1248417634230563)  > EPOCH: 429/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:57:07)   --> TIME: 2024-06-11 09:57:10 -- STEP: 4/330 -- GLOBAL_STEP: 229575 | > loss_disc: 2.2318811416625977 (2.265980541706085) | > loss_disc_real_0: 0.13085301220417023 (0.09009993821382523) | > loss_disc_real_1: 0.1960791051387787 (0.19019385054707527) | > loss_disc_real_2: 0.18913184106349945 (0.2030569538474083) | > loss_disc_real_3: 0.20603525638580322 (0.2187519706785679) | > loss_disc_real_4: 0.22256913781166077 (0.22835613414645195) | > loss_disc_real_5: 0.19865672290325165 (0.20642824843525887) | > loss_0: 2.2318811416625977 (2.265980541706085) | > grad_norm_0: tensor(5.1310, device='cuda:0') (tensor(7.7013, device='cuda:0')) | > loss_gen: 2.7425923347473145 (2.582361936569214) | > loss_kl: 1.7122424840927124 (1.866939663887024) | > loss_feat: 7.097536087036133 (7.024670600891113) | > loss_mel: 18.75569725036621 (18.690452575683594) | > loss_duration: 2.2079317569732666 (2.1981606483459473) | > loss_1: 32.51599884033203 (32.362586975097656) | > grad_norm_1: tensor(106.9960, device='cuda:0') (tensor(128.5022, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.3532 (0.3698924779891968) | > loader_time: 0.0028 (0.004156589508056641)  --> TIME: 2024-06-11 09:57:19 -- STEP: 29/330 -- GLOBAL_STEP: 229600 | > loss_disc: 2.2672266960144043 (2.3476565048612397) | > loss_disc_real_0: 0.10542477667331696 (0.11118742207000995) | > loss_disc_real_1: 0.19196054339408875 (0.20216639750990376) | > loss_disc_real_2: 0.19859126210212708 (0.21217539598201884) | > loss_disc_real_3: 0.20893806219100952 (0.2254039378001772) | > loss_disc_real_4: 0.21239377558231354 (0.22751477977325177) | > loss_disc_real_5: 0.19321902096271515 (0.21921063548532024) | > loss_0: 2.2672266960144043 (2.3476565048612397) | > grad_norm_0: tensor(5.6083, device='cuda:0') (tensor(8.2615, device='cuda:0')) | > loss_gen: 2.536632776260376 (2.507592875381996) | > loss_kl: 1.9145758152008057 (1.8451508365828415) | > loss_feat: 7.300919055938721 (7.169864703868997) | > loss_mel: 18.507266998291016 (18.445072371384192) | > loss_duration: 2.0406198501586914 (2.0685220175775982) | > loss_1: 32.30001449584961 (32.03620318708749) | > grad_norm_1: tensor(89.7999, device='cuda:0') (tensor(93.0534, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.3733 (0.3699661534408043) | > loader_time: 0.0037 (0.0035447416634395205)  --> TIME: 2024-06-11 09:57:29 -- STEP: 54/330 -- GLOBAL_STEP: 229625 | > loss_disc: 2.3783740997314453 (2.3592010339101157) | > loss_disc_real_0: 0.07011724263429642 (0.1122933170861668) | > loss_disc_real_1: 0.16516365110874176 (0.2002764360772239) | > loss_disc_real_2: 0.22092671692371368 (0.213747209696858) | > loss_disc_real_3: 0.25911974906921387 (0.22697521525400657) | > loss_disc_real_4: 0.2668726444244385 (0.2276540544849855) | > loss_disc_real_5: 0.24818190932273865 (0.22034069261065237) | > loss_0: 2.3783740997314453 (2.3592010339101157) | > grad_norm_0: tensor(7.7185, device='cuda:0') (tensor(9.2044, device='cuda:0')) | > loss_gen: 2.5279483795166016 (2.489463360221297) | > loss_kl: 1.851867437362671 (1.8707148521034807) | > loss_feat: 7.558813095092773 (7.1220350795322) | > loss_mel: 18.615116119384766 (18.31998683788158) | > loss_duration: 2.002786159515381 (2.0403968890508017) | > loss_1: 32.5565299987793 (31.84259725500036) | > grad_norm_1: tensor(117.9085, device='cuda:0') (tensor(98.3416, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.4016 (0.3744803313855772) | > loader_time: 0.0037 (0.003610597716437446)  --> TIME: 2024-06-11 09:57:38 -- STEP: 79/330 -- GLOBAL_STEP: 229650 | > loss_disc: 2.358163356781006 (2.3480848752999606) | > loss_disc_real_0: 0.13997696340084076 (0.11396781619213804) | > loss_disc_real_1: 0.19448153674602509 (0.19919593254976634) | > loss_disc_real_2: 0.22280773520469666 (0.21324908205225498) | > loss_disc_real_3: 0.24550138413906097 (0.22621398937853077) | > loss_disc_real_4: 0.25153449177742004 (0.22722619262677204) | > loss_disc_real_5: 0.22985577583312988 (0.22002908719491354) | > loss_0: 2.358163356781006 (2.3480848752999606) | > grad_norm_0: tensor(25.3330, device='cuda:0') (tensor(10.9506, device='cuda:0')) | > loss_gen: 2.4870033264160156 (2.4989007153088534) | > loss_kl: 1.9145349264144897 (1.885375102864036) | > loss_feat: 6.416448593139648 (7.168369667439521) | > loss_mel: 17.89339256286621 (18.21159782892541) | > loss_duration: 1.9869153499603271 (2.029344613039042) | > loss_1: 30.69829559326172 (31.793588107145286) | > grad_norm_1: tensor(239.8445, device='cuda:0') (tensor(125.3132, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.4009 (0.3749560012093073) | > loader_time: 0.004 (0.003711347338519519)  --> TIME: 2024-06-11 09:57:48 -- STEP: 104/330 -- GLOBAL_STEP: 229675 | > loss_disc: 2.3933231830596924 (2.344030634715006) | > loss_disc_real_0: 0.10672006011009216 (0.11292491853237152) | > loss_disc_real_1: 0.19738446176052094 (0.19926954504962152) | > loss_disc_real_2: 0.22098110616207123 (0.21291615899938804) | > loss_disc_real_3: 0.23719196021556854 (0.2270473138644145) | > loss_disc_real_4: 0.23514994978904724 (0.22733997066433614) | > loss_disc_real_5: 0.21860986948013306 (0.2200096369935916) | > loss_0: 2.3933231830596924 (2.344030634715006) | > grad_norm_0: tensor(25.3482, device='cuda:0') (tensor(12.7599, device='cuda:0')) | > loss_gen: 2.532787561416626 (2.506969736172602) | > loss_kl: 2.065570116043091 (1.8956860235104194) | > loss_feat: 8.428126335144043 (7.185051890519949) | > loss_mel: 18.666419982910156 (18.14161845353934) | > loss_duration: 2.0605828762054443 (2.028905391693116) | > loss_1: 33.75348663330078 (31.758231511482826) | > grad_norm_1: tensor(426.7735, device='cuda:0') (tensor(153.8329, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.3718 (0.37379767115299517) | > loader_time: 0.0041 (0.003742841573861929)  --> TIME: 2024-06-11 09:57:57 -- STEP: 129/330 -- GLOBAL_STEP: 229700 | > loss_disc: 2.425665855407715 (2.349388248236604) | > loss_disc_real_0: 0.08960212022066116 (0.11244250499000845) | > loss_disc_real_1: 0.2303873747587204 (0.19874399588551633) | > loss_disc_real_2: 0.26179778575897217 (0.21417679978433504) | > loss_disc_real_3: 0.25406748056411743 (0.22840468400670577) | > loss_disc_real_4: 0.2564631700515747 (0.2278527283622313) | > loss_disc_real_5: 0.24650000035762787 (0.22108327787975932) | > loss_0: 2.425665855407715 (2.349388248236604) | > grad_norm_0: tensor(31.4016, device='cuda:0') (tensor(14.3250, device='cuda:0')) | > loss_gen: 2.4575693607330322 (2.5057589952335797) | > loss_kl: 1.6956838369369507 (1.9097843151683955) | > loss_feat: 6.6363959312438965 (7.168797773908275) | > loss_mel: 17.504322052001953 (18.13574082722036) | > loss_duration: 2.0021162033081055 (2.030002758484479) | > loss_1: 30.29608917236328 (31.750084721764853) | > grad_norm_1: tensor(310.0877, device='cuda:0') (tensor(176.0919, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.3778 (0.3735088193139365) | > loader_time: 0.0039 (0.003797540368959885)  --> TIME: 2024-06-11 09:58:07 -- STEP: 154/330 -- GLOBAL_STEP: 229725 | > loss_disc: 2.361691951751709 (2.3480308210694947) | > loss_disc_real_0: 0.10654999315738678 (0.11328330621510357) | > loss_disc_real_1: 0.2334422469139099 (0.19830374071350343) | > loss_disc_real_2: 0.20893864333629608 (0.2142053860929105) | > loss_disc_real_3: 0.25262755155563354 (0.22859993141579937) | > loss_disc_real_4: 0.2347799837589264 (0.22825140254451082) | > loss_disc_real_5: 0.24224554002285004 (0.2210671625934638) | > loss_0: 2.361691951751709 (2.3480308210694947) | > grad_norm_0: tensor(36.8409, device='cuda:0') (tensor(18.5210, device='cuda:0')) | > loss_gen: 2.341731309890747 (2.5076613611989207) | > loss_kl: 1.8853001594543457 (1.9093483655483692) | > loss_feat: 7.087419033050537 (7.165807683746536) | > loss_mel: 17.95610237121582 (18.11281363995045) | > loss_duration: 2.028736114501953 (2.0320724434666824) | > loss_1: 31.29928970336914 (31.72770358989765) | > grad_norm_1: tensor(249.7473, device='cuda:0') (tensor(200.6748, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.3601 (0.3738376165365242) | > loader_time: 0.0045 (0.0038948539015534636)  --> TIME: 2024-06-11 09:58:17 -- STEP: 179/330 -- GLOBAL_STEP: 229750 | > loss_disc: 2.235219955444336 (2.3469041033164086) | > loss_disc_real_0: 0.08253705501556396 (0.11383787827701541) | > loss_disc_real_1: 0.1783389300107956 (0.19799076461925186) | > loss_disc_real_2: 0.1796618551015854 (0.21410765969220485) | > loss_disc_real_3: 0.19804835319519043 (0.2281403986934843) | > loss_disc_real_4: 0.21213296055793762 (0.2278439589052893) | > loss_disc_real_5: 0.21782253682613373 (0.22056314798706736) | > loss_0: 2.235219955444336 (2.3469041033164086) | > grad_norm_0: tensor(29.9879, device='cuda:0') (tensor(20.5495, device='cuda:0')) | > loss_gen: 2.478200912475586 (2.5125531990434875) | > loss_kl: 2.116074800491333 (1.90927097184698) | > loss_feat: 8.382485389709473 (7.186533251288217) | > loss_mel: 18.12278175354004 (18.094351326287132) | > loss_duration: 2.083164930343628 (2.0378172917073005) | > loss_1: 33.182708740234375 (31.74052616737408) | > grad_norm_1: tensor(447.0111, device='cuda:0') (tensor(221.6360, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.3909 (0.37719187123815423) | > loader_time: 0.0045 (0.003989916274001478)  --> TIME: 2024-06-11 09:58:27 -- STEP: 204/330 -- GLOBAL_STEP: 229775 | > loss_disc: 2.4986047744750977 (2.344472809165132) | > loss_disc_real_0: 0.15450209379196167 (0.11456834990531206) | > loss_disc_real_1: 0.1720147281885147 (0.19806713501320167) | > loss_disc_real_2: 0.23656906187534332 (0.21354257746362218) | > loss_disc_real_3: 0.24955056607723236 (0.2283917195072361) | > loss_disc_real_4: 0.23256482183933258 (0.2264446758610361) | > loss_disc_real_5: 0.2478310912847519 (0.22004620482524237) | > loss_0: 2.4986047744750977 (2.344472809165132) | > grad_norm_0: tensor(44.3997, device='cuda:0') (tensor(23.0890, device='cuda:0')) | > loss_gen: 2.5517115592956543 (2.5205306948400015) | > loss_kl: 1.9747806787490845 (1.9140280584494274) | > loss_feat: 7.304909706115723 (7.204171585101707) | > loss_mel: 18.594242095947266 (18.075275336994846) | > loss_duration: 2.0497968196868896 (2.0449109989054066) | > loss_1: 32.475440979003906 (31.75891679875991) | > grad_norm_1: tensor(308.5894, device='cuda:0') (tensor(241.1030, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.4172 (0.3806433291996225) | > loader_time: 0.006 (0.004120743742176129)  --> TIME: 2024-06-11 09:58:38 -- STEP: 229/330 -- GLOBAL_STEP: 229800 | > loss_disc: 2.346421003341675 (2.34768256453968) | > loss_disc_real_0: 0.15440429747104645 (0.11534751697919254) | > loss_disc_real_1: 0.19388611614704132 (0.19872230271845406) | > loss_disc_real_2: 0.18925300240516663 (0.2142148074494699) | > loss_disc_real_3: 0.2319636046886444 (0.22805777667130966) | > loss_disc_real_4: 0.22386959195137024 (0.22689885454146622) | > loss_disc_real_5: 0.23350755870342255 (0.22024880492791338) | > loss_0: 2.346421003341675 (2.34768256453968) | > grad_norm_0: tensor(55.2317, device='cuda:0') (tensor(25.7756, device='cuda:0')) | > loss_gen: 2.6169769763946533 (2.5222438610276807) | > loss_kl: 1.8941770792007446 (1.915851748145824) | > loss_feat: 7.234197616577148 (7.1992574529356315) | > loss_mel: 17.83578109741211 (18.031330633371685) | > loss_duration: 2.13808012008667 (2.0525179169584056) | > loss_1: 31.719215393066406 (31.72120168427713) | > grad_norm_1: tensor(614.9641, device='cuda:0') (tensor(264.1242, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.4272 (0.3837302845117826) | > loader_time: 0.0055 (0.004261161562657251)  --> TIME: 2024-06-11 09:58:49 -- STEP: 254/330 -- GLOBAL_STEP: 229825 | > loss_disc: 2.316831111907959 (2.348229488988561) | > loss_disc_real_0: 0.1212315559387207 (0.11581618728952145) | > 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(0.00439706468206691)  --> TIME: 2024-06-11 09:59:00 -- STEP: 279/330 -- GLOBAL_STEP: 229850 | > loss_disc: 2.3236095905303955 (2.346746620738805) | > loss_disc_real_0: 0.14336469769477844 (0.11625685994129455) | > loss_disc_real_1: 0.19121909141540527 (0.19829889394903694) | > loss_disc_real_2: 0.23421815037727356 (0.2134823021495641) | > loss_disc_real_3: 0.22473831474781036 (0.22830986629463865) | > loss_disc_real_4: 0.20449839532375336 (0.2275350132296162) | > loss_disc_real_5: 0.19115932285785675 (0.22002855733731314) | > loss_0: 2.3236095905303955 (2.346746620738805) | > grad_norm_0: tensor(17.4469, device='cuda:0') (tensor(24.9291, device='cuda:0')) | > loss_gen: 2.5303680896759033 (2.5140353992421143) | > loss_kl: 1.932060956954956 (1.9216729201723597) | > loss_feat: 7.765172004699707 (7.188202352079439) | > loss_mel: 17.97872543334961 (17.930792784605405) | > loss_duration: 2.1387202739715576 (2.067475737636663) | > loss_1: 32.34504699707031 (31.62217925013607) | > grad_norm_1: tensor(243.3444, device='cuda:0') (tensor(262.0904, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.4428 (0.392383033656732) | > loader_time: 0.0061 (0.0045457587019944274)  --> TIME: 2024-06-11 09:59:12 -- STEP: 304/330 -- GLOBAL_STEP: 229875 | > loss_disc: 2.437562942504883 (2.347687323626719) | > loss_disc_real_0: 0.11516205966472626 (0.11687083277655275) | > loss_disc_real_1: 0.22759294509887695 (0.1986268296053535) | > loss_disc_real_2: 0.18765221536159515 (0.21331862982754646) | > loss_disc_real_3: 0.2087678462266922 (0.22825298502453065) | > loss_disc_real_4: 0.22303292155265808 (0.22748903523346312) | > loss_disc_real_5: 0.1861884444952011 (0.22001946766517663) | > loss_0: 2.437562942504883 (2.347687323626719) | > grad_norm_0: tensor(9.1630, device='cuda:0') (tensor(24.7404, device='cuda:0')) | > loss_gen: 2.353175163269043 (2.5087349555994343) | > loss_kl: 2.057992935180664 (1.92659606235592) | > loss_feat: 7.221386909484863 (7.189433413116555) | > loss_mel: 17.311939239501953 (17.87480247020721) | > loss_duration: 2.2185869216918945 (2.0778760549269233) | > loss_1: 31.163082122802734 (31.577443035025347) | > grad_norm_1: tensor(138.1390, device='cuda:0') (tensor(261.8300, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.4802 (0.39928937977866097) | > loader_time: 0.0064 (0.0046966177852530225)  --> TIME: 2024-06-11 09:59:42 -- STEP: 329/330 -- GLOBAL_STEP: 229900 | > loss_disc: 2.5470993518829346 (2.3547233114851305) | > loss_disc_real_0: 0.1609298139810562 (0.11843791807857328) | > loss_disc_real_1: 0.28646448254585266 (0.20032428771166816) | > loss_disc_real_2: 0.19150082767009735 (0.21379289280136304) | > loss_disc_real_3: 0.19826436042785645 (0.22885763540999868) | > loss_disc_real_4: 0.3237335681915283 (0.22862589060354377) | > loss_disc_real_5: 0.20800577104091644 (0.22016524484998187) | > loss_0: 2.5470993518829346 (2.3547233114851305) | > grad_norm_0: tensor(9.7996, device='cuda:0') (tensor(25.5137, device='cuda:0')) | > loss_gen: 2.3515625 (2.5078119514198653) | > loss_kl: 2.14678692817688 (1.9360619522517937) | > loss_feat: 11.034934043884277 (7.290935009083849) | > loss_mel: 17.92255210876465 (17.84236462427852) | > loss_duration: 2.2869327068328857 (2.0918338806071186) | > loss_1: 35.742767333984375 (31.669007483949052) | > grad_norm_1: tensor(241.5500, device='cuda:0') (tensor(267.4835, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 15.7258 (0.45941882727718625) | > loader_time: 0.0357 (0.005178163841502646)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4784507751464844 (2.4784507751464844) | > loss_disc_real_0: 0.16504932940006256 (0.16504932940006256) | > loss_disc_real_1: 0.21160857379436493 (0.21160857379436493) | > loss_disc_real_2: 0.22150889039039612 (0.22150889039039612) | > loss_disc_real_3: 0.2975410223007202 (0.2975410223007202) | > loss_disc_real_4: 0.2576780319213867 (0.2576780319213867) | > loss_disc_real_5: 0.2988573908805847 (0.2988573908805847) | > loss_0: 2.4784507751464844 (2.4784507751464844) | > loss_gen: 2.4389278888702393 (2.4389278888702393) | > loss_kl: 2.1724791526794434 (2.1724791526794434) | > loss_feat: 6.680405616760254 (6.680405616760254) | > loss_mel: 16.08452796936035 (16.08452796936035) | > loss_duration: 2.8551578521728516 (2.8551578521728516) | > loss_1: 30.23149871826172 (30.23149871826172)  --> STEP: 1 | > loss_disc: 2.2245936393737793 (2.2245936393737793) | > loss_disc_real_0: 0.09333591163158417 (0.09333591163158417) | > loss_disc_real_1: 0.138850599527359 (0.138850599527359) | > loss_disc_real_2: 0.17406344413757324 (0.17406344413757324) | > loss_disc_real_3: 0.1989915519952774 (0.1989915519952774) | > loss_disc_real_4: 0.18522953987121582 (0.18522953987121582) | > loss_disc_real_5: 0.17458291351795197 (0.17458291351795197) | > loss_0: 2.2245936393737793 (2.2245936393737793) | > loss_gen: 2.155975103378296 (2.155975103378296) | > loss_kl: 2.462000608444214 (2.462000608444214) | > loss_feat: 5.861234188079834 (5.861234188079834) | > loss_mel: 18.288589477539062 (18.288589477539062) | > loss_duration: 2.427002191543579 (2.427002191543579) | > loss_1: 31.194801330566406 (31.194801330566406)  --> STEP: 2 | > loss_disc: 2.367743730545044 (2.2961686849594116) | > loss_disc_real_0: 0.1494811773300171 (0.12140854448080063) | > loss_disc_real_1: 0.17964531481266022 (0.1592479571700096) | > loss_disc_real_2: 0.21408100426197052 (0.19407222419977188) | > loss_disc_real_3: 0.20198172330856323 (0.20048663765192032) | > loss_disc_real_4: 0.2267625778913498 (0.2059960588812828) | > loss_disc_real_5: 0.2486644834280014 (0.21162369847297668) | > loss_0: 2.367743730545044 (2.2961686849594116) | > loss_gen: 2.244117498397827 (2.2000463008880615) | > loss_kl: 3.205653429031372 (2.833827018737793) | > loss_feat: 5.387468338012695 (5.624351263046265) | > loss_mel: 18.241621017456055 (18.26510524749756) | > loss_duration: 2.5213918685913086 (2.474197030067444) | > loss_1: 31.60025405883789 (31.39752769470215)  --> STEP: 3 | > loss_disc: 2.0463168621063232 (2.2128847440083823) | > loss_disc_real_0: 0.07040942460298538 (0.10440883785486221) | > loss_disc_real_1: 0.1586606651544571 (0.15905219316482544) | > loss_disc_real_2: 0.1164175346493721 (0.16818732768297195) | > loss_disc_real_3: 0.15565121173858643 (0.18554149568080902) | > loss_disc_real_4: 0.19839918613433838 (0.20346376796563467) | > loss_disc_real_5: 0.2257411926984787 (0.21632952988147736) | > loss_0: 2.0463168621063232 (2.2128847440083823) | > loss_gen: 2.694159746170044 (2.364750782648722) | > loss_kl: 2.5293898582458496 (2.7323479652404785) | > loss_feat: 8.570486068725586 (6.606396198272705) | > loss_mel: 17.99616813659668 (18.175459543863933) | > loss_duration: 2.234354019165039 (2.394249359766642) | > loss_1: 34.024559020996094 (32.2732048034668)  --> STEP: 4 | > loss_disc: 2.5453197956085205 (2.2959935069084167) | > loss_disc_real_0: 0.16727812588214874 (0.12012615986168385) | > loss_disc_real_1: 0.1378202885389328 (0.15374421700835228) | > loss_disc_real_2: 0.22835707664489746 (0.18322976492345333) | > loss_disc_real_3: 0.25370898842811584 (0.20258336886763573) | > loss_disc_real_4: 0.23156946897506714 (0.21049019321799278) | > loss_disc_real_5: 0.28731292486190796 (0.234075378626585) | > loss_0: 2.5453197956085205 (2.2959935069084167) | > loss_gen: 2.310384511947632 (2.3511592149734497) | > loss_kl: 3.568971872329712 (2.941503942012787) | > loss_feat: 6.737195014953613 (6.639095902442932) | > loss_mel: 19.361923217773438 (18.47207546234131) | > loss_duration: 2.414341926574707 (2.3992725014686584) | > loss_1: 34.392818450927734 (32.80310821533203)  --> STEP: 5 | > loss_disc: 2.1842620372772217 (2.2736472129821776) | > loss_disc_real_0: 0.2177327275276184 (0.13964747339487077) | > loss_disc_real_1: 0.16835831105709076 (0.1566670358181) | > loss_disc_real_2: 0.22192971408367157 (0.190969754755497) | > loss_disc_real_3: 0.2394343465566635 (0.20995356440544127) | > loss_disc_real_4: 0.17374074459075928 (0.20314030349254608) | > loss_disc_real_5: 0.14877547323703766 (0.21701539754867555) | > loss_0: 2.1842620372772217 (2.2736472129821776) | > loss_gen: 2.751404047012329 (2.4312081813812254) | > loss_kl: 2.472857713699341 (2.847774696350098) | > loss_feat: 7.103549957275391 (6.731986713409424) | > loss_mel: 20.249618530273438 (18.827584075927735) | > loss_duration: 2.3314929008483887 (2.3857165813446044) | > loss_1: 34.9089241027832 (33.22427139282227)  --> STEP: 6 | > loss_disc: 2.6664671897888184 (2.3391172091166177) | > loss_disc_real_0: 0.15714263916015625 (0.14256333435575166) | > loss_disc_real_1: 0.1403864026069641 (0.15395359694957733) | > loss_disc_real_2: 0.18401223421096802 (0.18981016799807549) | > loss_disc_real_3: 0.29247790575027466 (0.22370762129624686) | > loss_disc_real_4: 0.23682932555675507 (0.2087551405032476) | > loss_disc_real_5: 0.3011593222618103 (0.23103938500086466) | > loss_0: 2.6664671897888184 (2.3391172091166177) | > loss_gen: 2.0558247566223145 (2.3686442772547402) | > loss_kl: 2.6985607147216797 (2.822905699412028) | > loss_feat: 5.111691951751709 (6.461937586466472) | > loss_mel: 19.83216667175293 (18.995014508565266) | > loss_duration: 2.161325216293335 (2.348318020502726) | > loss_1: 31.859569549560547 (32.99682108561198)  --> STEP: 7 | > loss_disc: 2.496002197265625 (2.3615293502807617) | > loss_disc_real_0: 0.1658208668231964 (0.14588583899395807) | > loss_disc_real_1: 0.1885136514902115 (0.15889074759823935) | > loss_disc_real_2: 0.22540149092674255 (0.19489464270217077) | > loss_disc_real_3: 0.20383407175540924 (0.2208685427904129) | > loss_disc_real_4: 0.19994546473026276 (0.2074966153928212) | > loss_disc_real_5: 0.22905346751213074 (0.2307556825024741) | > loss_0: 2.496002197265625 (2.3615293502807617) | > loss_gen: 2.349364995956421 (2.3658900942121233) | > loss_kl: 4.091012001037598 (3.004063742501395) | > loss_feat: 7.610128402709961 (6.625964845929827) | > loss_mel: 19.594144821166992 (19.080604553222656) | > loss_duration: 2.5407257080078125 (2.375804833003453) | > loss_1: 36.18537521362305 (33.45232881818499)  --> STEP: 8 | > loss_disc: 2.236173391342163 (2.345859855413437) | > loss_disc_real_0: 0.12153096497058868 (0.1428414797410369) | > loss_disc_real_1: 0.166703999042511 (0.1598674040287733) | > loss_disc_real_2: 0.10193008184432983 (0.18327407259494066) | > loss_disc_real_3: 0.1960672289133072 (0.2177683785557747) | > loss_disc_real_4: 0.2167411595582962 (0.20865218341350555) | > loss_disc_real_5: 0.29540127515792847 (0.2388363815844059) | > loss_0: 2.236173391342163 (2.345859855413437) | > loss_gen: 2.525200366973877 (2.3858038783073425) | > loss_kl: 3.3466508388519287 (3.046887129545212) | > loss_feat: 8.727286338806152 (6.888630032539368) | > loss_mel: 19.666561126708984 (19.153849124908447) | > loss_duration: 2.2109155654907227 (2.3551936745643616) | > loss_1: 36.47661209106445 (33.83036422729492)  --> STEP: 9 | > loss_disc: 2.1924571990966797 (2.328815115822686) | > loss_disc_real_0: 0.1689523160457611 (0.14574268377489513) | > loss_disc_real_1: 0.14677448570728302 (0.1584126353263855) | > loss_disc_real_2: 0.2166658490896225 (0.18698426998323864) | > loss_disc_real_3: 0.19196803867816925 (0.21490167412492964) | > loss_disc_real_4: 0.21649876236915588 (0.20952402551968893) | > loss_disc_real_5: 0.2268018126487732 (0.2374992072582245) | > loss_0: 2.1924571990966797 (2.328815115822686) | > loss_gen: 2.680513620376587 (2.418549405203925) | > loss_kl: 2.285142421722412 (2.962248828676012) | > loss_feat: 9.322685241699219 (7.159080611334907) | > loss_mel: 20.017837524414062 (19.249847835964626) | > loss_duration: 2.162644386291504 (2.3337993092007108) | > loss_1: 36.46882247924805 (34.12352625528971)  --> STEP: 10 | > loss_disc: 2.435380220413208 (2.339471626281738) | > loss_disc_real_0: 0.15929214656352997 (0.14709763005375862) | > loss_disc_real_1: 0.18734565377235413 (0.16130593717098235) | > loss_disc_real_2: 0.22046132385730743 (0.19033197537064553) | > loss_disc_real_3: 0.272752583026886 (0.22068676501512527) | > loss_disc_real_4: 0.21248482167720795 (0.20982010513544083) | > loss_disc_real_5: 0.22041189670562744 (0.23579047620296478) | > loss_0: 2.435380220413208 (2.339471626281738) | > loss_gen: 2.1954662799835205 (2.3962410926818847) | > loss_kl: 2.4577858448028564 (2.9118025302886963) | > loss_feat: 5.713431358337402 (7.014515686035156) | > loss_mel: 16.908607482910156 (19.01572380065918) | > loss_duration: 2.4126157760620117 (2.341680955886841) | > loss_1: 29.687908172607422 (33.67996444702148)  --> STEP: 11 | > loss_disc: 2.593010902404785 (2.3625206513838335) | > loss_disc_real_0: 0.18256200850009918 (0.1503216644579714) | > loss_disc_real_1: 0.19568145275115967 (0.16443098404190756) | > loss_disc_real_2: 0.1924637109041214 (0.19052576951005243) | > loss_disc_real_3: 0.25772127509117126 (0.2240535386584022) | > loss_disc_real_4: 0.24512584507465363 (0.21302971785718744) | > loss_disc_real_5: 0.3152959644794464 (0.2430182478644631) | > loss_0: 2.593010902404785 (2.3625206513838335) | > loss_gen: 2.2420787811279297 (2.382226337086071) | > loss_kl: 2.940763473510742 (2.9144353433088823) | > loss_feat: 5.037086486816406 (6.834749395197088) | > loss_mel: 17.861608505249023 (18.910804228349164) | > loss_duration: 2.4169435501098633 (2.3485230099071157) | > loss_1: 30.49848175048828 (33.39073874733665)  --> STEP: 12 | > loss_disc: 2.4286818504333496 (2.36803408463796) | > loss_disc_real_0: 0.18294838070869446 (0.153040557478865) | > loss_disc_real_1: 0.1515081226825714 (0.16335407892862955) | > loss_disc_real_2: 0.1666562557220459 (0.1885366433610519) | > loss_disc_real_3: 0.2518705427646637 (0.22637162233392397) | > loss_disc_real_4: 0.23663337528705597 (0.2149966893096765) | > loss_disc_real_5: 0.26263171434402466 (0.24465270340442657) | > loss_0: 2.4286818504333496 (2.36803408463796) | > loss_gen: 2.280135154724121 (2.373718738555908) | > loss_kl: 3.018803119659424 (2.9231326580047607) | > loss_feat: 5.488847732543945 (6.722590923309326) | > loss_mel: 18.074323654174805 (18.841097513834637) | > loss_duration: 2.278733730316162 (2.3427072366078696) | > loss_1: 31.140844345092773 (33.20324754714966)  --> STEP: 13 | > loss_disc: 2.368347644805908 (2.368058204650879) | > loss_disc_real_0: 0.09981079399585724 (0.1489459602878644) | > loss_disc_real_1: 0.1852492243051529 (0.1650383208806698) | > loss_disc_real_2: 0.16346687078475952 (0.1866081993167217) | > loss_disc_real_3: 0.26954981684684753 (0.22969302191184118) | > loss_disc_real_4: 0.24912117421627045 (0.2176216496871068) | > loss_disc_real_5: 0.2276063859462738 (0.2433414482153379) | > loss_0: 2.368347644805908 (2.368058204650879) | > loss_gen: 2.4336042404174805 (2.378325315622183) | > loss_kl: 2.6878507137298584 (2.9050340469066915) | > loss_feat: 7.617983818054199 (6.791467299828162) | > loss_mel: 18.272022247314453 (18.797322493333084) | > loss_duration: 2.251251697540283 (2.335672195141132) | > loss_1: 33.26271438598633 (33.207821919367866)  --> STEP: 14 | > loss_disc: 2.3146615028381348 (2.3642441545213972) | > loss_disc_real_0: 0.17590667307376862 (0.15087172548685754) | > loss_disc_real_1: 0.11252709478139877 (0.16128751901643618) | > loss_disc_real_2: 0.14154362678527832 (0.18338930127876146) | > loss_disc_real_3: 0.21295130252838135 (0.2284971848130226) | > loss_disc_real_4: 0.20724941790103912 (0.21688077598810196) | > loss_disc_real_5: 0.29640647768974304 (0.24713180746350968) | > loss_0: 2.3146615028381348 (2.3642441545213972) | > loss_gen: 2.4522359371185303 (2.383604645729065) | > loss_kl: 3.8356337547302246 (2.9715054546083723) | > loss_feat: 7.784925937652588 (6.862428631101336) | > loss_mel: 21.144121170043945 (18.964950970241002) | > loss_duration: 2.339505672454834 (2.3359460149492537) | > loss_1: 37.556419372558594 (33.518436023167204)  --> STEP: 15 | > loss_disc: 2.1780142784118652 (2.3518288294474283) | > loss_disc_real_0: 0.16641277074813843 (0.15190779517094294) | > loss_disc_real_1: 0.21446597576141357 (0.16483274946610132) | > loss_disc_real_2: 0.1791079342365265 (0.18310387680927911) | > loss_disc_real_3: 0.2068391740322113 (0.22705331742763518) | > loss_disc_real_4: 0.1497955620288849 (0.21240842839082083) | > loss_disc_real_5: 0.22438687086105347 (0.24561547835667927) | > loss_0: 2.1780142784118652 (2.3518288294474283) | > loss_gen: 2.9584901332855225 (2.4219303448994953) | > loss_kl: 3.5481057167053223 (3.0099454720815024) | > loss_feat: 8.779489517211914 (6.990232690175374) | > loss_mel: 17.97658920288086 (18.899060185750326) | > loss_duration: 2.3613719940185547 (2.3376410802205405) | > loss_1: 35.624046325683594 (33.65881004333497)  --> STEP: 16 | > loss_disc: 2.4791386127471924 (2.3597856909036636) | > loss_disc_real_0: 0.1368034929037094 (0.15096377627924085) | > loss_disc_real_1: 0.17472977936267853 (0.1654513138346374) | > loss_disc_real_2: 0.15924140810966492 (0.18161247251555324) | > loss_disc_real_3: 0.22381770610809326 (0.22685109172016382) | > loss_disc_real_4: 0.1987476795911789 (0.2115546315908432) | > loss_disc_real_5: 0.22163154184818268 (0.24411648232489824) | > loss_0: 2.4791386127471924 (2.3597856909036636) | > loss_gen: 2.049543619155884 (2.3986561745405197) | > loss_kl: 2.5775318145751953 (2.982919618487358) | > loss_feat: 7.722757339477539 (7.03601548075676) | > loss_mel: 17.390663146972656 (18.80478537082672) | > loss_duration: 2.3482837677001953 (2.338306248188019) | > loss_1: 32.08877944946289 (33.560683131217964)  --> STEP: 17 | > loss_disc: 2.6097326278686523 (2.374488451901604) | > loss_disc_real_0: 0.1808788776397705 (0.15272348812397787) | > loss_disc_real_1: 0.27255141735076904 (0.17175131992382162) | > loss_disc_real_2: 0.23889680206775665 (0.1849821389598005) | > loss_disc_real_3: 0.25519242882728577 (0.22851822919705334) | > loss_disc_real_4: 0.21073155105113983 (0.2115062150885077) | > loss_disc_real_5: 0.3405853807926178 (0.2497911234112347) | > loss_0: 2.6097326278686523 (2.374488451901604) | > loss_gen: 2.4052181243896484 (2.3990421715904686) | > loss_kl: 2.363478183746338 (2.9464818870320038) | > loss_feat: 5.747873306274414 (6.9602424116695625) | > loss_mel: 17.041059494018555 (18.701036789838007) | > loss_duration: 2.3987059593200684 (2.341859172372257) | > loss_1: 29.956335067749023 (33.34866265689626)  --> STEP: 18 | > loss_disc: 2.2427315711975098 (2.3671686251958213) | > loss_disc_real_0: 0.08959135413169861 (0.14921614734662902) | > loss_disc_real_1: 0.15491166710853577 (0.17081578365630573) | > loss_disc_real_2: 0.18468457460403442 (0.1849656076067024) | > loss_disc_real_3: 0.2346746325492859 (0.2288602516055107) | > loss_disc_real_4: 0.17317111790180206 (0.20937648746702406) | > loss_disc_real_5: 0.2023240625858307 (0.24715406447649002) | > loss_0: 2.2427315711975098 (2.3671686251958213) | > loss_gen: 2.2951157093048096 (2.3932684792412653) | > loss_kl: 2.158609628677368 (2.902711206012302) | > loss_feat: 8.876830101013184 (7.066719505521986) | > loss_mel: 19.72594451904297 (18.75797610812717) | > loss_duration: 2.267556667327881 (2.3377312554253473) | > loss_1: 35.32405471801758 (33.45840666029189)  --> STEP: 19 | > loss_disc: 2.483323574066162 (2.3732820435574182) | > loss_disc_real_0: 0.1326013207435608 (0.14834168278857282) | > loss_disc_real_1: 0.16962964832782745 (0.17075335548112267) | > loss_disc_real_2: 0.19709640741348267 (0.18560407075442767) | > loss_disc_real_3: 0.16599485278129578 (0.22555154640423625) | > loss_disc_real_4: 0.13922172784805298 (0.20568413169760452) | > loss_disc_real_5: 0.13815872371196747 (0.24141746759414673) | > loss_0: 2.483323574066162 (2.3732820435574182) | > loss_gen: 2.1595098972320557 (2.3809653959776225) | > loss_kl: 2.3037009239196777 (2.8711843490600586) | > loss_feat: 10.243367195129395 (7.233911489185534) | > loss_mel: 18.61249542236328 (18.750319229929072) | > loss_duration: 2.303652763366699 (2.335937650580155) | > loss_1: 35.62272644042969 (33.572318227667566)  --> STEP: 20 | > loss_disc: 2.216831684112549 (2.365459525585175) | > loss_disc_real_0: 0.12801210582256317 (0.14732520394027232) | > loss_disc_real_1: 0.17378930747509003 (0.17090515308082105) | > loss_disc_real_2: 0.18720421195030212 (0.1856840778142214) | > loss_disc_real_3: 0.2397642880678177 (0.2262621834874153) | > loss_disc_real_4: 0.19781352579593658 (0.20529060140252114) | > loss_disc_real_5: 0.14858560264110565 (0.23677587434649466) | > loss_0: 2.216831684112549 (2.365459525585175) | > loss_gen: 2.2629754543304443 (2.3750658988952638) | > loss_kl: 2.2991533279418945 (2.8425827980041505) | > loss_feat: 6.257777690887451 (7.18510479927063) | > loss_mel: 16.62361717224121 (18.643984127044682) | > loss_duration: 2.290029764175415 (2.333642256259918) | > loss_1: 29.733552932739258 (33.38037996292115)  --> STEP: 21 | > loss_disc: 2.783529758453369 (2.385367631912232) | > loss_disc_real_0: 0.09923244267702103 (0.14503507245154607) | > loss_disc_real_1: 0.22666607797145844 (0.17356043521847045) | > loss_disc_real_2: 0.2112477719783783 (0.18690139658394314) | > loss_disc_real_3: 0.2661479413509369 (0.22816150529044016) | > loss_disc_real_4: 0.3104759454727173 (0.2102994273106257) | > loss_disc_real_5: 0.290470153093338 (0.23933274476301103) | > loss_0: 2.783529758453369 (2.385367631912232) | > loss_gen: 1.8945910930633545 (2.352186146236601) | > loss_kl: 2.3120718002319336 (2.8173203695388067) | > loss_feat: 4.638662338256836 (7.063845634460449) | > loss_mel: 17.085803985595703 (18.56978507268997) | > loss_duration: 2.1588134765625 (2.3253170762743265) | > loss_1: 28.089941024780273 (33.12845429920016)  --> STEP: 22 | > loss_disc: 2.6727073192596436 (2.3984285267916596) | > loss_disc_real_0: 0.20021086931228638 (0.14754306321794333) | > loss_disc_real_1: 0.18665598332881927 (0.1741556874053045) | > loss_disc_real_2: 0.1738063246011734 (0.18630616603927178) | > loss_disc_real_3: 0.19687362015247345 (0.22673932869325986) | > loss_disc_real_4: 0.264593243598938 (0.21276732805100354) | > loss_disc_real_5: 0.24493306875228882 (0.23958730494434183) | > loss_0: 2.6727073192596436 (2.3984285267916596) | > loss_gen: 2.1817893981933594 (2.3444408395073633) | > loss_kl: 1.979315996170044 (2.7792292616584082) | > loss_feat: 6.903083801269531 (7.056538278406316) | > loss_mel: 19.290220260620117 (18.602532126686796) | > loss_duration: 2.228128433227539 (2.3208994106812906) | > loss_1: 32.58253479003906 (33.103639776056475)  --> STEP: 23 | > loss_disc: 2.5749056339263916 (2.40610144449317) | > loss_disc_real_0: 0.24282589554786682 (0.1516857950583748) | > loss_disc_real_1: 0.20014621317386627 (0.17528571026480716) | > loss_disc_real_2: 0.254597008228302 (0.18927533309096875) | > loss_disc_real_3: 0.26701924204826355 (0.22849062927391217) | > loss_disc_real_4: 0.24560962617397308 (0.21419525405635004) | > loss_disc_real_5: 0.256882905960083 (0.24033928759720014) | > loss_0: 2.5749056339263916 (2.40610144449317) | > loss_gen: 2.7211148738861084 (2.360817971436874) | > loss_kl: 2.191392660140991 (2.753671148548955) | > loss_feat: 9.524778366088867 (7.163853064827297) | > loss_mel: 18.069107055664062 (18.579339732294503) | > loss_duration: 2.259852409362793 (2.31824519323266) | > loss_1: 34.7662467956543 (33.175927037778116)  --> STEP: 24 | > loss_disc: 2.450066089630127 (2.40793330470721) | > loss_disc_real_0: 0.12944740056991577 (0.1507591952880223) | > loss_disc_real_1: 0.2488003969192505 (0.1783488222087423) | > loss_disc_real_2: 0.1111580953001976 (0.18602044818301997) | > loss_disc_real_3: 0.21484875679016113 (0.22792221792042255) | > loss_disc_real_4: 0.2074422985315323 (0.21391388090948263) | > loss_disc_real_5: 0.23182766139507294 (0.23998463650544485) | > loss_0: 2.450066089630127 (2.40793330470721) | > loss_gen: 2.2214884757995605 (2.3550125757853193) | > loss_kl: 2.541309118270874 (2.7448227306207023) | > loss_feat: 5.902268886566162 (7.11128705739975) | > loss_mel: 16.716148376464844 (18.501706759134933) | > loss_duration: 2.451139450073242 (2.323782453934351) | > loss_1: 29.832353591918945 (33.03661147753399)  --> STEP: 25 | > loss_disc: 2.5480215549468994 (2.4135368347167976) | > loss_disc_real_0: 0.18470269441604614 (0.15211693525314327) | > loss_disc_real_1: 0.18893104791641235 (0.17877211123704911) | > loss_disc_real_2: 0.22998784482479095 (0.18777914404869078) | > loss_disc_real_3: 0.21669158339500427 (0.2274729925394058) | > loss_disc_real_4: 0.24259652197360992 (0.21506118655204773) | > loss_disc_real_5: 0.281923770904541 (0.2416622018814087) | > loss_0: 2.5480215549468994 (2.4135368347167976) | > loss_gen: 2.0921199321746826 (2.344496870040894) | > loss_kl: 2.6945178508758545 (2.742810535430908) | > loss_feat: 4.418690204620361 (7.003583183288574) | > loss_mel: 13.13886547088623 (18.287193107604985) | > loss_duration: 2.325258731842041 (2.3238415050506585) | > loss_1: 24.669450759887695 (32.70192504882814)  --> STEP: 26 | > loss_disc: 3.2500877380371094 (2.4457118694598865) | > loss_disc_real_0: 0.5118757486343384 (0.16595381269088152) | > loss_disc_real_1: 0.12646065652370453 (0.17676013220961279) | > loss_disc_real_2: 0.0832437127828598 (0.18375855053846651) | > loss_disc_real_3: 0.11473959684371948 (0.22313709270495635) | > loss_disc_real_4: 0.36437147855758667 (0.2208038900907223) | > loss_disc_real_5: 0.25710728764533997 (0.2422562436415599) | > loss_0: 3.2500877380371094 (2.4457118694598865) | > loss_gen: 2.7861204147338867 (2.3614823909906244) | > loss_kl: 2.433025360107422 (2.7308957209953895) | > loss_feat: 17.569786071777344 (7.409975602076604) | > loss_mel: 20.93063735961914 (18.38886404037476) | > loss_duration: 2.2965383529663086 (2.3227913838166447) | > loss_1: 46.016109466552734 (33.21400906489447) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024857979554396416 (-1.570811638465161e-05) | > avg_loss_disc: 2.4457118694598865 (+0.09499571873591561) | > avg_loss_disc_real_0: 0.16595381269088152 (+0.016157083213329287) | > avg_loss_disc_real_1: 0.17676013220961279 (-0.023453316436364086) | > avg_loss_disc_real_2: 0.18375855053846651 (-0.027898473808398633) | > avg_loss_disc_real_3: 0.22313709270495635 (-0.021383398427413047) | > avg_loss_disc_real_4: 0.2208038900907223 (-0.03568622641838512) | > avg_loss_disc_real_5: 0.2422562436415599 (+0.01639065375694862) | > avg_loss_0: 2.4457118694598865 (+0.09499571873591561) | > avg_loss_gen: 2.3614823909906244 (-0.12359954760624792) | > avg_loss_kl: 2.7308957209953895 (+0.07761767735848046) | > avg_loss_feat: 7.409975602076604 (+0.19737736995403576) | > avg_loss_mel: 18.38886404037476 (+0.43294943295992994) | > avg_loss_duration: 2.3227913838166447 (-0.002380609512330434) | > avg_loss_1: 33.21400906489447 (+0.5819641993596107)  > EPOCH: 430/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 09:59:48)   --> TIME: 2024-06-11 09:59:58 -- STEP: 24/330 -- GLOBAL_STEP: 229925 | > loss_disc: 2.3950905799865723 (2.321868479251861) | > loss_disc_real_0: 0.11104551702737808 (0.10441075017054875) | > loss_disc_real_1: 0.19954465329647064 (0.19702773354947567) | > loss_disc_real_2: 0.2302287071943283 (0.21103324927389622) | > loss_disc_real_3: 0.26887789368629456 (0.22320511812965074) | > loss_disc_real_4: 0.28181350231170654 (0.22099476245542368) | > loss_disc_real_5: 0.26325029134750366 (0.21897668888171515) | > loss_0: 2.3950905799865723 (2.321868479251861) | > grad_norm_0: tensor(13.6218, device='cuda:0') (tensor(12.2329, device='cuda:0')) | > loss_gen: 2.827564001083374 (2.5307244757811227) | > loss_kl: 1.8341535329818726 (1.903907870252927) | > loss_feat: 8.225594520568848 (7.253220160802205) | > loss_mel: 18.465505599975586 (18.398253281911213) | > loss_duration: 2.009671926498413 (2.089302435517311) | > loss_1: 33.36248779296875 (32.17540796597799) | > grad_norm_1: tensor(185.5101, device='cuda:0') (tensor(134.4765, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.3801 (0.36717626452445984) | > loader_time: 0.0037 (0.003504772981007894)  --> TIME: 2024-06-11 10:00:07 -- STEP: 49/330 -- GLOBAL_STEP: 229950 | > loss_disc: 2.3433187007904053 (2.3436036109924316) | > loss_disc_real_0: 0.0984109416604042 (0.10957733541727066) | > loss_disc_real_1: 0.21838411688804626 (0.19764166979157194) | > loss_disc_real_2: 0.20321644842624664 (0.21151744133355666) | > loss_disc_real_3: 0.21874238550662994 (0.22664416687829153) | > loss_disc_real_4: 0.21345341205596924 (0.22561153222103508) | > loss_disc_real_5: 0.2357429713010788 (0.22052503331583373) | > loss_0: 2.3433187007904053 (2.3436036109924316) | > grad_norm_0: tensor(6.1496, device='cuda:0') (tensor(13.9923, device='cuda:0')) | > loss_gen: 2.6004953384399414 (2.522328537337634) | > loss_kl: 1.834147572517395 (1.891434791136761) | > loss_feat: 7.265384674072266 (7.235704431728441) | > loss_mel: 18.347246170043945 (18.289450003176313) | > loss_duration: 1.9755048751831055 (2.046802284766216) | > loss_1: 32.02277755737305 (31.985719914339036) | > grad_norm_1: tensor(93.2779, device='cuda:0') (tensor(158.2897, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.3884 (0.3661004913096525) | > loader_time: 0.0035 (0.0036317815586012236)  --> TIME: 2024-06-11 10:00:17 -- STEP: 74/330 -- GLOBAL_STEP: 229975 | > loss_disc: 2.397243022918701 (2.353506642418939) | > loss_disc_real_0: 0.1594035029411316 (0.1116240694112069) | > loss_disc_real_1: 0.26669150590896606 (0.20091887422510096) | > loss_disc_real_2: 0.2300054430961609 (0.21310664652972608) | > loss_disc_real_3: 0.22811096906661987 (0.2282909426737476) | > loss_disc_real_4: 0.2345791906118393 (0.22668141891827454) | > loss_disc_real_5: 0.23469588160514832 (0.22029023214771942) | > loss_0: 2.397243022918701 (2.353506642418939) | > grad_norm_0: tensor(41.5688, device='cuda:0') (tensor(16.0964, device='cuda:0')) | > loss_gen: 2.705761671066284 (2.5108661136111694) | > loss_kl: 1.9909241199493408 (1.8973545963699754) | > loss_feat: 7.133074760437012 (7.237535251153482) | > loss_mel: 18.4309139251709 (18.288483258840195) | > loss_duration: 1.9445282220840454 (2.029177261365426) | > loss_1: 32.2052001953125 (31.96341635729816) | > grad_norm_1: tensor(208.4940, device='cuda:0') (tensor(194.7724, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.3735 (0.3712236752381196) | > loader_time: 0.0036 (0.0036569382693316483)  --> TIME: 2024-06-11 10:00:27 -- STEP: 99/330 -- GLOBAL_STEP: 230000 | > loss_disc: 2.336611270904541 (2.3438104114147134) | > loss_disc_real_0: 0.11446341127157211 (0.11175855693190989) | > loss_disc_real_1: 0.1974283903837204 (0.19987942579418722) | > loss_disc_real_2: 0.24959853291511536 (0.21149028988197596) | > loss_disc_real_3: 0.21108916401863098 (0.2275342583054244) | > loss_disc_real_4: 0.21218982338905334 (0.22694773987086134) | > loss_disc_real_5: 0.20721209049224854 (0.21879476956044785) | > loss_0: 2.336611270904541 (2.3438104114147134) | > grad_norm_0: tensor(27.0522, device='cuda:0') (tensor(18.6232, device='cuda:0')) | > loss_gen: 2.68938946723938 (2.515139338946101) | > loss_kl: 1.885069727897644 (1.9031805269645923) | > loss_feat: 7.73881196975708 (7.2171739568614) | > loss_mel: 18.484006881713867 (18.18135280801792) | > loss_duration: 2.0360217094421387 (2.026987787448997) | > loss_1: 32.83329772949219 (31.843834231598212) | > grad_norm_1: tensor(204.5353, device='cuda:0') (tensor(207.8276, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.4061 (0.37390248462407283) | > loader_time: 0.0035 (0.0037138799224236997) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_230000.pth  --> TIME: 2024-06-11 10:00:42 -- STEP: 124/330 -- GLOBAL_STEP: 230025 | > loss_disc: 2.4061667919158936 (2.3470511109598204) | > loss_disc_real_0: 0.07628621906042099 (0.11224976644640969) | > loss_disc_real_1: 0.20538035035133362 (0.1992968657324391) | > loss_disc_real_2: 0.16638703644275665 (0.21191312745213509) | > loss_disc_real_3: 0.22454454004764557 (0.22831244694609795) | > loss_disc_real_4: 0.24830205738544464 (0.22826080228532514) | > loss_disc_real_5: 0.21623438596725464 (0.21975689525565795) | > loss_0: 2.4061667919158936 (2.3470511109598204) | > grad_norm_0: tensor(29.6308, device='cuda:0') (tensor(19.5530, device='cuda:0')) | > loss_gen: 2.390012264251709 (2.5102998691220426) | > loss_kl: 1.894794225692749 (1.9093896698567174) | > loss_feat: 7.000528812408447 (7.187058610300864) | > loss_mel: 18.58244514465332 (18.15779401410011) | > loss_duration: 2.0614192485809326 (2.028616808114512) | > loss_1: 31.92919921875 (31.793158915735063) | > grad_norm_1: tensor(249.9454, device='cuda:0') (tensor(220.7921, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.369 (0.37629277667691635) | > loader_time: 0.0039 (0.0037974657550934824)  --> TIME: 2024-06-11 10:00:52 -- STEP: 149/330 -- GLOBAL_STEP: 230050 | > loss_disc: 2.2817983627319336 (2.3412046432495104) | > loss_disc_real_0: 0.1027023047208786 (0.1126112214370862) | > loss_disc_real_1: 0.24713042378425598 (0.19888493798723159) | > loss_disc_real_2: 0.2269146591424942 (0.21122706956511375) | > loss_disc_real_3: 0.23430001735687256 (0.22737714968271702) | > loss_disc_real_4: 0.20401793718338013 (0.22729969304680026) | > loss_disc_real_5: 0.20166046917438507 (0.21995500570175633) | > loss_0: 2.2817983627319336 (2.3412046432495104) | > grad_norm_0: tensor(32.9794, device='cuda:0') (tensor(21.3429, device='cuda:0')) | > loss_gen: 2.6623122692108154 (2.5182305262392792) | > loss_kl: 1.966386079788208 (1.9106083692320242) | > loss_feat: 7.1706767082214355 (7.20907678540121) | > loss_mel: 18.173078536987305 (18.134338942150144) | > loss_duration: 2.0556230545043945 (2.0308545531842523) | > loss_1: 32.028076171875 (31.80310909860086) | > grad_norm_1: tensor(394.2115, device='cuda:0') (tensor(241.4416, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.3755 (0.37715321099198096) | > loader_time: 0.0049 (0.0038858340090553232)  --> TIME: 2024-06-11 10:01:01 -- STEP: 174/330 -- GLOBAL_STEP: 230075 | > loss_disc: 2.3087105751037598 (2.3446181985153554) | > loss_disc_real_0: 0.07835297286510468 (0.11326493254338188) | > loss_disc_real_1: 0.18881165981292725 (0.19895395966268134) | > loss_disc_real_2: 0.18831641972064972 (0.2117181329549044) | > loss_disc_real_3: 0.23230555653572083 (0.22809741423390378) | > loss_disc_real_4: 0.2234097570180893 (0.2279421605769245) | > loss_disc_real_5: 0.2178882658481598 (0.22071073229970603) | > loss_0: 2.3087105751037598 (2.3446181985153554) | > grad_norm_0: tensor(31.6226, device='cuda:0') (tensor(22.9223, device='cuda:0')) | > loss_gen: 2.355966091156006 (2.5142351786295576) | > loss_kl: 1.861283540725708 (1.9120750180606185) | > loss_feat: 7.009041786193848 (7.189393808101785) | > loss_mel: 17.829376220703125 (18.097666258099434) | > loss_duration: 2.1319737434387207 (2.03496606596585) | > loss_1: 31.187641143798828 (31.748336254865272) | > grad_norm_1: tensor(355.9423, device='cuda:0') (tensor(250.4865, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.3888 (0.37815129208838805) | > loader_time: 0.005 (0.003975761347803576)  --> TIME: 2024-06-11 10:01:11 -- STEP: 199/330 -- GLOBAL_STEP: 230100 | > loss_disc: 2.2373428344726562 (2.3482855204960806) | > loss_disc_real_0: 0.10938035696744919 (0.11462703231141795) | > loss_disc_real_1: 0.2085121124982834 (0.1986941795178394) | > loss_disc_real_2: 0.23627738654613495 (0.2121454344023412) | > loss_disc_real_3: 0.22640617191791534 (0.22795170111272803) | > loss_disc_real_4: 0.1934387981891632 (0.2279829827684853) | > loss_disc_real_5: 0.19692212343215942 (0.22054676591750966) | > loss_0: 2.2373428344726562 (2.3482855204960806) | > grad_norm_0: tensor(22.7130, device='cuda:0') (tensor(25.5119, device='cuda:0')) | > loss_gen: 2.6702957153320312 (2.514351308046274) | > loss_kl: 1.9596009254455566 (1.9109619023212836) | > loss_feat: 6.862631320953369 (7.172164883445855) | > loss_mel: 18.310604095458984 (18.053482851191376) | > loss_duration: 2.145923137664795 (2.041978282545081) | > loss_1: 31.949054718017578 (31.692939192805458) | > grad_norm_1: tensor(381.1265, device='cuda:0') (tensor(264.6172, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.3972 (0.37987600618870415) | > loader_time: 0.0049 (0.004087809941277432)  --> TIME: 2024-06-11 10:01:22 -- STEP: 224/330 -- GLOBAL_STEP: 230125 | > loss_disc: 2.307251453399658 (2.345771699079446) | > loss_disc_real_0: 0.0527244433760643 (0.11366504124764885) | > loss_disc_real_1: 0.1544826775789261 (0.1985603165480175) | > loss_disc_real_2: 0.17163683474063873 (0.21220627214227403) | > loss_disc_real_3: 0.23678618669509888 (0.2282817484145718) | > loss_disc_real_4: 0.1816996932029724 (0.22765921708196402) | > loss_disc_real_5: 0.22650207579135895 (0.22121024510956236) | > loss_0: 2.307251453399658 (2.345771699079446) | > grad_norm_0: tensor(25.5015, device='cuda:0') (tensor(26.8019, device='cuda:0')) | > loss_gen: 2.5081534385681152 (2.524983595524515) | > loss_kl: 1.8094090223312378 (1.9138551418270384) | > loss_feat: 8.074718475341797 (7.201159319707325) | > loss_mel: 18.152667999267578 (18.01249368701662) | > loss_duration: 2.1443374156951904 (2.0485385070954067) | > loss_1: 32.68928909301758 (31.70103019475937) | > grad_norm_1: tensor(372.6497, device='cuda:0') (tensor(271.6192, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.4028 (0.3831939037357058) | > loader_time: 0.0055 (0.004197862531457629)  --> TIME: 2024-06-11 10:01:33 -- STEP: 249/330 -- GLOBAL_STEP: 230150 | > loss_disc: 2.2949304580688477 (2.3465713889723325) | > loss_disc_real_0: 0.07215722650289536 (0.11469498450258171) | > loss_disc_real_1: 0.21206726133823395 (0.19910573411777796) | > loss_disc_real_2: 0.19809001684188843 (0.21179687827227106) | > loss_disc_real_3: 0.23066851496696472 (0.22823351160828848) | > loss_disc_real_4: 0.2092466652393341 (0.227551353324848) | > loss_disc_real_5: 0.20419563353061676 (0.22097661887785516) | > loss_0: 2.2949304580688477 (2.3465713889723325) | > grad_norm_0: tensor(25.7898, device='cuda:0') (tensor(29.0243, device='cuda:0')) | > loss_gen: 2.3782529830932617 (2.523195711005643) | > loss_kl: 1.8756282329559326 (1.9130563305084964) | > loss_feat: 6.851522445678711 (7.183638949949579) | > loss_mel: 16.77233123779297 (17.954733676220997) | > loss_duration: 2.13179087638855 (2.056327622578329) | > loss_1: 30.009525299072266 (31.630952252920373) | > grad_norm_1: tensor(429.3188, device='cuda:0') (tensor(283.6944, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.4237 (0.3871773897883404) | > loader_time: 0.0054 (0.004315445222050312)  --> TIME: 2024-06-11 10:01:44 -- STEP: 274/330 -- GLOBAL_STEP: 230175 | > loss_disc: 2.323289155960083 (2.348615661154699) | > loss_disc_real_0: 0.1202063262462616 (0.11524109645699063) | > loss_disc_real_1: 0.16137786209583282 (0.1989871527537377) | > loss_disc_real_2: 0.19919833540916443 (0.21232692076124413) | > loss_disc_real_3: 0.2595343589782715 (0.22837575557675674) | > loss_disc_real_4: 0.24882644414901733 (0.22742578001135458) | > loss_disc_real_5: 0.25972557067871094 (0.22105346304656814) | > loss_0: 2.323289155960083 (2.348615661154699) | > grad_norm_0: tensor(54.0352, device='cuda:0') (tensor(29.2088, device='cuda:0')) | > loss_gen: 2.5568065643310547 (2.517307663485951) | > loss_kl: 1.941860556602478 (1.9173195514365704) | > loss_feat: 7.381312847137451 (7.177468867197524) | > loss_mel: 17.065515518188477 (17.910512979883347) | > loss_duration: 2.15281081199646 (2.0641565757946396) | > loss_1: 31.09830665588379 (31.58676562344071) | > grad_norm_1: tensor(581.9158, device='cuda:0') (tensor(291.0853, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.4614 (0.3922668808568133) | > loader_time: 0.0062 (0.004464013733132914)  --> TIME: 2024-06-11 10:01:56 -- STEP: 299/330 -- GLOBAL_STEP: 230200 | > loss_disc: 2.3035426139831543 (2.350926846564813) | > loss_disc_real_0: 0.11186209321022034 (0.11633699342458942) | > loss_disc_real_1: 0.1948118507862091 (0.19929203737439927) | > loss_disc_real_2: 0.1821763962507248 (0.21233545293576742) | > loss_disc_real_3: 0.2481006234884262 (0.22809495754465212) | > loss_disc_real_4: 0.22737827897071838 (0.22724340193247716) | > loss_disc_real_5: 0.2274816334247589 (0.22097161407255408) | > loss_0: 2.3035426139831543 (2.350926846564813) | > grad_norm_0: tensor(31.4803, device='cuda:0') (tensor(30.4816, device='cuda:0')) | > loss_gen: 2.6863152980804443 (2.511351149217739) | > loss_kl: 1.9895182847976685 (1.9198516356107782) | > loss_feat: 7.682537078857422 (7.174733407521328) | > loss_mel: 17.88966941833496 (17.862994063259368) | > loss_duration: 2.234952688217163 (2.0741418747598916) | > loss_1: 32.482994079589844 (31.54307211043444) | > grad_norm_1: tensor(510.6249, device='cuda:0') (tensor(304.2542, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.4654 (0.3982825502504074) | > loader_time: 0.0065 (0.004616613770807071)  --> TIME: 2024-06-11 10:02:10 -- STEP: 324/330 -- GLOBAL_STEP: 230225 | > loss_disc: 2.4441609382629395 (2.355832785000036) | > loss_disc_real_0: 0.21227338910102844 (0.11771964297894343) | > loss_disc_real_1: 0.2039792686700821 (0.20052550762983762) | > loss_disc_real_2: 0.20372511446475983 (0.21261679261554906) | > loss_disc_real_3: 0.2274557650089264 (0.22829635602272588) | > loss_disc_real_4: 0.22615212202072144 (0.22765747356561966) | > loss_disc_real_5: 0.21828368306159973 (0.22113146743288747) | > loss_0: 2.4441609382629395 (2.355832785000036) | > grad_norm_0: tensor(35.1916, device='cuda:0') (tensor(31.1804, device='cuda:0')) | > loss_gen: 2.3452374935150146 (2.508151809374491) | > loss_kl: 2.075556516647339 (1.927050495221291) | > loss_feat: 9.407044410705566 (7.218828689904861) | > loss_mel: 17.421262741088867 (17.825128225632657) | > loss_duration: 2.2865843772888184 (2.088148006686457) | > loss_1: 33.53568649291992 (31.56730717788508) | > grad_norm_1: tensor(487.5306, device='cuda:0') (tensor(312.0169, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.6208 (0.4098375917952738) | > loader_time: 0.0091 (0.0048728725056589395)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6373496055603027 (2.6373496055603027) | > loss_disc_real_0: 0.14042623341083527 (0.14042623341083527) | > loss_disc_real_1: 0.21574188768863678 (0.21574188768863678) | > loss_disc_real_2: 0.19862855970859528 (0.19862855970859528) | > loss_disc_real_3: 0.27908772230148315 (0.27908772230148315) | > loss_disc_real_4: 0.2802788019180298 (0.2802788019180298) | > loss_disc_real_5: 0.3251861333847046 (0.3251861333847046) | > loss_0: 2.6373496055603027 (2.6373496055603027) | > loss_gen: 2.2362060546875 (2.2362060546875) | > loss_kl: 2.1031649112701416 (2.1031649112701416) | > loss_feat: 5.270026683807373 (5.270026683807373) | > loss_mel: 15.454324722290039 (15.454324722290039) | > loss_duration: 2.766202449798584 (2.766202449798584) | > loss_1: 27.829925537109375 (27.829925537109375)  --> STEP: 1 | > loss_disc: 2.3944201469421387 (2.3944201469421387) | > loss_disc_real_0: 0.0816504955291748 (0.0816504955291748) | > loss_disc_real_1: 0.18863984942436218 (0.18863984942436218) | > loss_disc_real_2: 0.16277265548706055 (0.16277265548706055) | > loss_disc_real_3: 0.28117337822914124 (0.28117337822914124) | > loss_disc_real_4: 0.22691437602043152 (0.22691437602043152) | > loss_disc_real_5: 0.25789782404899597 (0.25789782404899597) | > loss_0: 2.3944201469421387 (2.3944201469421387) | > loss_gen: 2.1187663078308105 (2.1187663078308105) | > loss_kl: 2.89337158203125 (2.89337158203125) | > loss_feat: 5.500702857971191 (5.500702857971191) | > loss_mel: 16.463449478149414 (16.463449478149414) | > loss_duration: 2.4124152660369873 (2.4124152660369873) | > loss_1: 29.38870620727539 (29.38870620727539)  --> STEP: 2 | > loss_disc: 2.290494203567505 (2.3424571752548218) | > loss_disc_real_0: 0.08449748158454895 (0.08307398855686188) | > loss_disc_real_1: 0.20284350216388702 (0.1957416757941246) | > loss_disc_real_2: 0.17491330206394196 (0.16884297877550125) | > loss_disc_real_3: 0.27901777625083923 (0.28009557723999023) | > loss_disc_real_4: 0.2401091605424881 (0.2335117682814598) | > loss_disc_real_5: 0.21441541612148285 (0.2361566200852394) | > loss_0: 2.290494203567505 (2.3424571752548218) | > loss_gen: 2.403942108154297 (2.2613542079925537) | > loss_kl: 2.401179313659668 (2.647275447845459) | > loss_feat: 5.688083648681641 (5.594393253326416) | > loss_mel: 19.306617736816406 (17.88503360748291) | > loss_duration: 2.351423501968384 (2.3819193840026855) | > loss_1: 32.151248931884766 (30.769977569580078)  --> STEP: 3 | > loss_disc: 2.213449716567993 (2.299454689025879) | > loss_disc_real_0: 0.15621104836463928 (0.10745300849278767) | > loss_disc_real_1: 0.1767168641090393 (0.18940007189909616) | > loss_disc_real_2: 0.13819828629493713 (0.1586280812819799) | > loss_disc_real_3: 0.2125793695449829 (0.2575901746749878) | > loss_disc_real_4: 0.16761276125907898 (0.21154543260733286) | > loss_disc_real_5: 0.19678732752799988 (0.22303352256615958) | > loss_0: 2.213449716567993 (2.299454689025879) | > loss_gen: 2.269084930419922 (2.2639311154683432) | > loss_kl: 2.417989492416382 (2.5708467960357666) | > loss_feat: 7.114722728729248 (6.10116974512736) | > loss_mel: 16.731964111328125 (17.50067710876465) | > loss_duration: 2.1814393997192383 (2.3150927225748696) | > loss_1: 30.715198516845703 (30.751717885335285)  --> STEP: 4 | > loss_disc: 2.23333477973938 (2.282924711704254) | > loss_disc_real_0: 0.1451837122440338 (0.11688568443059921) | > loss_disc_real_1: 0.19610080122947693 (0.19107525423169136) | > loss_disc_real_2: 0.23542967438697815 (0.17782847955822945) | > loss_disc_real_3: 0.2853865325450897 (0.2645392641425133) | > loss_disc_real_4: 0.16958899796009064 (0.2010563239455223) | > loss_disc_real_5: 0.17237918078899384 (0.21036993712186813) | > loss_0: 2.23333477973938 (2.282924711704254) | > loss_gen: 2.5074687004089355 (2.324815511703491) | > loss_kl: 3.080343008041382 (2.6982208490371704) | > loss_feat: 6.442226409912109 (6.186433911323547) | > loss_mel: 16.34367561340332 (17.211426734924316) | > loss_duration: 2.2615504264831543 (2.301707148551941) | > loss_1: 30.635265350341797 (30.722604751586914)  --> STEP: 5 | > loss_disc: 2.276808738708496 (2.2817015171051027) | > loss_disc_real_0: 0.09555164724588394 (0.11261887699365616) | > loss_disc_real_1: 0.1856244057416916 (0.1899850845336914) | > loss_disc_real_2: 0.15305446088314056 (0.17287367582321167) | > loss_disc_real_3: 0.24876023828983307 (0.26138345897197723) | > loss_disc_real_4: 0.2034681886434555 (0.20153869688510895) | > loss_disc_real_5: 0.19811823964118958 (0.20791959762573242) | > loss_0: 2.276808738708496 (2.2817015171051027) | > loss_gen: 2.319981098175049 (2.3238486289978026) | > loss_kl: 2.2669436931610107 (2.6119654178619385) | > loss_feat: 6.828643798828125 (6.314875888824463) | > loss_mel: 19.983287811279297 (17.76579895019531) | > loss_duration: 2.348473310470581 (2.311060380935669) | > loss_1: 33.74732971191406 (31.327549743652344)  --> STEP: 6 | > loss_disc: 2.4431662559509277 (2.30861230691274) | > loss_disc_real_0: 0.09918568283319473 (0.11038001130024593) | > loss_disc_real_1: 0.16958637535572052 (0.18658529967069626) | > loss_disc_real_2: 0.128314808011055 (0.1654471978545189) | > loss_disc_real_3: 0.25593996047973633 (0.2604762092232704) | > loss_disc_real_4: 0.20348213613033295 (0.20186260342597961) | > loss_disc_real_5: 0.22217905521392822 (0.21029617389043173) | > loss_0: 2.4431662559509277 (2.30861230691274) | > loss_gen: 2.043225049972534 (2.2770780324935913) | > loss_kl: 2.6445376873016357 (2.617394129435221) | > loss_feat: 5.546797275543213 (6.186862786610921) | > loss_mel: 18.187118530273438 (17.836018880208332) | > loss_duration: 2.147749662399292 (2.283841927846273) | > loss_1: 30.569425582885742 (31.20119571685791)  --> STEP: 7 | > loss_disc: 2.1290972232818604 (2.2829672949654713) | > loss_disc_real_0: 0.08164814114570618 (0.10627545842102595) | > loss_disc_real_1: 0.1820470690727234 (0.18593698101384298) | > loss_disc_real_2: 0.22043535113334656 (0.17330264832292283) | > loss_disc_real_3: 0.27105820178985596 (0.26198792244706837) | > loss_disc_real_4: 0.2106163501739502 (0.2031131386756897) | > loss_disc_real_5: 0.2006322592496872 (0.20891561465603964) | > loss_0: 2.1290972232818604 (2.2829672949654713) | > loss_gen: 2.5939900875091553 (2.3223511832101003) | > loss_kl: 3.812352418899536 (2.788102456501552) | > loss_feat: 7.5323486328125 (6.379075050354004) | > loss_mel: 16.759681701660156 (17.68225642613002) | > loss_duration: 2.471714973449707 (2.310680934361049) | > loss_1: 33.17008590698242 (31.482465744018555)  --> STEP: 8 | > loss_disc: 2.428396224975586 (2.301145911216736) | > loss_disc_real_0: 0.2182869017124176 (0.12027688883244991) | > loss_disc_real_1: 0.17982634902000427 (0.18517315201461315) | > loss_disc_real_2: 0.16390587389469147 (0.17212805151939392) | > loss_disc_real_3: 0.22289448976516724 (0.2571012433618307) | > loss_disc_real_4: 0.17736275494098663 (0.19989434070885181) | > loss_disc_real_5: 0.1846923977136612 (0.20588771253824234) | > loss_0: 2.428396224975586 (2.301145911216736) | > loss_gen: 2.271458625793457 (2.31598961353302) | > loss_kl: 3.1646132469177246 (2.8351663053035736) | > loss_feat: 8.965536117553711 (6.702382683753967) | > loss_mel: 19.270427703857422 (17.880777835845947) | > loss_duration: 2.1975760459899902 (2.2965428233146667) | > loss_1: 35.86960983276367 (32.030858755111694)  --> STEP: 9 | > loss_disc: 2.42368221282959 (2.3147610558403864) | > loss_disc_real_0: 0.22826974093914032 (0.13227609462208217) | > loss_disc_real_1: 0.17760246992111206 (0.18433196511533526) | > loss_disc_real_2: 0.27290666103363037 (0.18332567479875353) | > loss_disc_real_3: 0.23183231055736542 (0.2542935841613346) | > loss_disc_real_4: 0.23647625744342804 (0.20395899812380472) | > loss_disc_real_5: 0.21244661509990692 (0.2066164794895384) | > loss_0: 2.42368221282959 (2.3147610558403864) | > loss_gen: 2.631056785583496 (2.350997077094184) | > loss_kl: 2.3164186477661133 (2.7775276766883) | > loss_feat: 9.47305679321289 (7.010235362582737) | > loss_mel: 18.35824203491211 (17.933829413519966) | > loss_duration: 2.16184139251709 (2.2815759976704917) | > loss_1: 34.940616607666016 (32.354165183173286)  --> STEP: 10 | > loss_disc: 2.6066176891326904 (2.3439467191696166) | > loss_disc_real_0: 0.22900742292404175 (0.14194922745227814) | > loss_disc_real_1: 0.19098058342933655 (0.1849968269467354) | > loss_disc_real_2: 0.17187650501728058 (0.18218075782060622) | > loss_disc_real_3: 0.2530537545681 (0.2541696012020111) | > loss_disc_real_4: 0.2386234700679779 (0.20742544531822205) | > loss_disc_real_5: 0.21970134973526 (0.20792496651411058) | > loss_0: 2.6066176891326904 (2.3439467191696166) | > loss_gen: 2.122642755508423 (2.3281616449356077) | > loss_kl: 2.4271926879882812 (2.7424941778182985) | > loss_feat: 5.189496040344238 (6.828161430358887) | > loss_mel: 14.659729957580566 (17.606419467926024) | > loss_duration: 2.2996153831481934 (2.2833799362182616) | > loss_1: 26.69867706298828 (31.788616371154784)  --> STEP: 11 | > loss_disc: 2.5445947647094727 (2.362187450582331) | > loss_disc_real_0: 0.21345806121826172 (0.148450030521913) | > loss_disc_real_1: 0.21721185743808746 (0.18792546608231284) | > loss_disc_real_2: 0.17788656055927277 (0.1817903762513941) | > loss_disc_real_3: 0.29750242829322815 (0.25810894911939447) | > loss_disc_real_4: 0.22686994075775146 (0.20919312672181564) | > loss_disc_real_5: 0.2645770013332367 (0.21307515149766748) | > loss_0: 2.5445947647094727 (2.362187450582331) | > loss_gen: 2.407768726348877 (2.335398652336814) | > loss_kl: 3.4069442749023438 (2.802898732098666) | > loss_feat: 6.646852016448975 (6.811678756367076) | > loss_mel: 18.538667678833008 (17.691169305281207) | > loss_duration: 2.415700912475586 (2.2954091158780185) | > loss_1: 33.415931701660156 (31.936554128473457)  --> STEP: 12 | > loss_disc: 2.3997578620910645 (2.365318318208059) | > loss_disc_real_0: 0.1330520659685135 (0.1471668668091297) | > loss_disc_real_1: 0.1772121787071228 (0.18703269213438034) | > loss_disc_real_2: 0.22337573766708374 (0.1852558230360349) | > loss_disc_real_3: 0.2823493182659149 (0.2601289798816045) | > loss_disc_real_4: 0.22763004899024963 (0.2107295369108518) | > loss_disc_real_5: 0.2569037675857544 (0.21672753617167473) | > loss_0: 2.3997578620910645 (2.365318318208059) | > loss_gen: 2.3143177032470703 (2.3336419065793352) | > loss_kl: 2.5570433139801025 (2.7824107805887857) | > loss_feat: 5.929044246673584 (6.738125880559285) | > loss_mel: 17.73690414428711 (17.694980541865032) | > loss_duration: 2.259103536605835 (2.2923836509386697) | > loss_1: 30.79641342163086 (31.84154240290324)  --> STEP: 13 | > loss_disc: 2.5943338871002197 (2.3829349004305325) | > loss_disc_real_0: 0.20447325706481934 (0.15157505067495197) | > loss_disc_real_1: 0.17651905119419098 (0.18622395052359655) | > loss_disc_real_2: 0.18245716392993927 (0.18504054156633523) | > loss_disc_real_3: 0.3173447251319885 (0.264530191054711) | > loss_disc_real_4: 0.22073404490947723 (0.2114991144492076) | > loss_disc_real_5: 0.2835831046104431 (0.22187027220542616) | > loss_0: 2.5943338871002197 (2.3829349004305325) | > loss_gen: 2.2681422233581543 (2.328603469408475) | > loss_kl: 2.5829195976257324 (2.767065304976243) | > loss_feat: 6.159495830535889 (6.693615876711332) | > loss_mel: 16.362106323242188 (17.59245175581712) | > loss_duration: 2.186849355697632 (2.284265628227821) | > loss_1: 29.55951499938965 (31.666001833402195)  --> STEP: 14 | > loss_disc: 2.4528393745422363 (2.387928077152797) | > loss_disc_real_0: 0.19748541712760925 (0.1548543625644275) | > loss_disc_real_1: 0.19501574337482452 (0.1868519357272557) | > loss_disc_real_2: 0.15089596807956696 (0.1826016434601375) | > loss_disc_real_3: 0.25253021717071533 (0.263673050062997) | > loss_disc_real_4: 0.209353968501091 (0.21134588973862783) | > loss_disc_real_5: 0.22109563648700714 (0.22181494108268193) | > loss_0: 2.4528393745422363 (2.387928077152797) | > loss_gen: 2.2116262912750244 (2.320247956684657) | > loss_kl: 3.2551841735839844 (2.801930938448225) | > loss_feat: 7.256966590881348 (6.733855213437762) | > loss_mel: 20.274259567260742 (17.78400945663452) | > loss_duration: 2.3652186393737793 (2.290047986166818) | > loss_1: 35.363258361816406 (31.93009158543178)  --> STEP: 15 | > loss_disc: 2.696258306503296 (2.4084834257761636) | > loss_disc_real_0: 0.3120359182357788 (0.16533313294251759) | > loss_disc_real_1: 0.22903981804847717 (0.18966446121533712) | > loss_disc_real_2: 0.21207955479621887 (0.1845668375492096) | > loss_disc_real_3: 0.22492124140262604 (0.2610895961523056) | > loss_disc_real_4: 0.1966419517993927 (0.2103656272093455) | > loss_disc_real_5: 0.2375112622976303 (0.22286136249701183) | > loss_0: 2.696258306503296 (2.4084834257761636) | > loss_gen: 2.2279977798461914 (2.3140979448954258) | > loss_kl: 3.192368268966675 (2.8279600938161216) | > loss_feat: 5.577331066131592 (6.65675360361735) | > loss_mel: 15.327627182006836 (17.62025063832601) | > loss_duration: 2.3394227027893066 (2.2933396339416503) | > loss_1: 28.66474723815918 (31.712401962280275)  --> STEP: 16 | > loss_disc: 2.4120309352874756 (2.4087051451206207) | > loss_disc_real_0: 0.13773158192634583 (0.16360803600400686) | > loss_disc_real_1: 0.23016344010829926 (0.19219564739614725) | > loss_disc_real_2: 0.23212772607803345 (0.18753939308226109) | > loss_disc_real_3: 0.2950367033481598 (0.2632112903520465) | > loss_disc_real_4: 0.2512763440608978 (0.21292254701256752) | > loss_disc_real_5: 0.24986532330513 (0.2245491100475192) | > loss_0: 2.4120309352874756 (2.4087051451206207) | > loss_gen: 2.7643864154815674 (2.34224097430706) | > loss_kl: 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(2.3018915933721207) | > loss_1: 30.245590209960938 (31.73930280348834)  --> STEP: 18 | > loss_disc: 2.4274723529815674 (2.4205900298224554) | > loss_disc_real_0: 0.11335846781730652 (0.1619824825061692) | > loss_disc_real_1: 0.2012595236301422 (0.19186035378111732) | > loss_disc_real_2: 0.20953139662742615 (0.1930374950170517) | > loss_disc_real_3: 0.30663713812828064 (0.26974032405349946) | > loss_disc_real_4: 0.22297178208827972 (0.21755646417538324) | > loss_disc_real_5: 0.21782857179641724 (0.23289558870924842) | > loss_0: 2.4274723529815674 (2.4205900298224554) | > loss_gen: 2.4051382541656494 (2.356559104389614) | > loss_kl: 2.836337089538574 (2.8141332732306585) | > loss_feat: 9.259455680847168 (6.842369927300347) | > loss_mel: 18.52402687072754 (17.62365696165297) | > loss_duration: 2.266183853149414 (2.299907830026415) | > loss_1: 35.29114532470703 (31.93662738800049)  --> STEP: 19 | > loss_disc: 2.498814105987549 (2.4247070864627234) | > loss_disc_real_0: 0.20081841945648193 (0.1640264791877646) | > loss_disc_real_1: 0.21294055879116058 (0.19296983825533012) | > loss_disc_real_2: 0.2060580551624298 (0.19372278765628212) | > loss_disc_real_3: 0.24378341436386108 (0.26837417091193955) | > loss_disc_real_4: 0.21091581881046295 (0.21720695652459798) | > loss_disc_real_5: 0.25239306688308716 (0.23392177177102944) | > loss_0: 2.498814105987549 (2.4247070864627234) | > loss_gen: 2.456087112426758 (2.3617974206020955) | > loss_kl: 2.21449875831604 (2.782573561919363) | > loss_feat: 9.316280364990234 (6.972575739810341) | > loss_mel: 18.340343475341797 (17.661377304478695) | > loss_duration: 2.3163700103759766 (2.3007742605711283) | > loss_1: 34.643577575683594 (32.07909845051012)  --> STEP: 20 | > loss_disc: 2.189124345779419 (2.412927949428558) | > loss_disc_real_0: 0.10510630905628204 (0.1610804706811905) | > loss_disc_real_1: 0.1178429052233696 (0.18921349160373208) | > loss_disc_real_2: 0.16108722984790802 (0.1920910097658634) | > loss_disc_real_3: 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2.3095035552978516 (2.4080029782794763) | > loss_gen: 2.4830446243286133 (2.363891874040876) | > loss_kl: 1.9745157957077026 (2.6981293246859597) | > loss_feat: 5.724758625030518 (6.904497668856666) | > loss_mel: 15.981871604919434 (17.56995319184803) | > loss_duration: 2.1523196697235107 (2.2942203226543607) | > loss_1: 28.316511154174805 (31.830692654564267)  --> STEP: 22 | > loss_disc: 2.4659104347229004 (2.410635135390541) | > loss_disc_real_0: 0.19593065977096558 (0.16150493039326233) | > loss_disc_real_1: 0.14265456795692444 (0.18794206563722) | > loss_disc_real_2: 0.18495306372642517 (0.19761660491878336) | > loss_disc_real_3: 0.242308109998703 (0.26452379131859005) | > loss_disc_real_4: 0.19057193398475647 (0.21400642936879938) | > loss_disc_real_5: 0.24238738417625427 (0.22952482984824615) | > loss_0: 2.4659104347229004 (2.410635135390541) | > loss_gen: 2.2214009761810303 (2.3574150150472466) | > loss_kl: 2.144657611846924 (2.6729715195569126) | > loss_feat: 9.088349342346191 (7.003763654015281) | > loss_mel: 20.75837516784668 (17.714881463484332) | > loss_duration: 2.159396171569824 (2.288091952150518) | > loss_1: 36.3721809387207 (32.03712394020774)  --> STEP: 23 | > loss_disc: 2.5087227821350098 (2.414899815683779) | > loss_disc_real_0: 0.1434885859489441 (0.16072161106959632) | > loss_disc_real_1: 0.24163120985031128 (0.19027637625518048) | > loss_disc_real_2: 0.16689902544021606 (0.19628105798493262) | > loss_disc_real_3: 0.3633839190006256 (0.26882205773954815) | > loss_disc_real_4: 0.3053908050060272 (0.2179796630921571) | > loss_disc_real_5: 0.29456958174705505 (0.2323528625394987) | > loss_0: 2.5087227821350098 (2.414899815683779) | > loss_gen: 2.6102705001831055 (2.368408731792284) | > loss_kl: 2.1247456073760986 (2.6491356103316597) | > loss_feat: 10.216216087341309 (7.1434354989425) | > loss_mel: 17.448997497558594 (17.703321291052777) | > loss_duration: 2.2598233222961426 (2.2868628812872847) | > loss_1: 34.66005325317383 (32.15116434511931)  --> STEP: 24 | > loss_disc: 2.5275633335113525 (2.4195941289265943) | > loss_disc_real_0: 0.1465599536895752 (0.16013154201209542) | > loss_disc_real_1: 0.1544850915670395 (0.18878507272650794) | > loss_disc_real_2: 0.1978878229856491 (0.19634800652662912) | > loss_disc_real_3: 0.2332017868757248 (0.26733787978688883) | > loss_disc_real_4: 0.2797154188156128 (0.2205519862473011) | > loss_disc_real_5: 0.33382442593574524 (0.23658084434767565) | > loss_0: 2.5275633335113525 (2.4195941289265943) | > loss_gen: 2.195899248123169 (2.3612208366394043) | > loss_kl: 2.3892767429351807 (2.6383081575234733) | > loss_feat: 4.68575382232666 (7.041032095750173) | > loss_mel: 14.250296592712402 (17.55944526195526) | > loss_duration: 2.4013559818267822 (2.291633427143097) | > loss_1: 25.922582626342773 (31.891640106836956)  --> STEP: 25 | > loss_disc: 2.6946804523468018 (2.430597581863403) | > loss_disc_real_0: 0.17804473638534546 (0.16084806978702543) | > loss_disc_real_1: 0.21563111245632172 (0.18985891431570048) | > loss_disc_real_2: 0.2888725697994232 (0.2000489890575409) | > loss_disc_real_3: 0.3144237697124481 (0.2692213153839112) | > loss_disc_real_4: 0.24480648338794708 (0.22152216613292694) | > loss_disc_real_5: 0.34612488746643066 (0.24096260607242584) | > loss_0: 2.6946804523468018 (2.430597581863403) | > loss_gen: 2.487224578857422 (2.366260986328125) | > loss_kl: 2.551957845687866 (2.6348541450500487) | > loss_feat: 5.0586137771606445 (6.961735363006592) | > loss_mel: 16.575780868530273 (17.52009868621826) | > loss_duration: 2.3662023544311523 (2.294616184234619) | > loss_1: 29.039779663085938 (31.777565689086913)  --> STEP: 26 | > loss_disc: 3.9743824005126953 (2.489973921042222) | > loss_disc_real_0: 0.15099960565567017 (0.1604692827050502) | > loss_disc_real_1: 0.1509707272052765 (0.1883632148114534) | > loss_disc_real_2: 0.19366960227489471 (0.19980362802743912) | > loss_disc_real_3: 0.2619912624359131 (0.2689432364243728) | > loss_disc_real_4: 1.0884709358215332 (0.2548663495824887) | > loss_disc_real_5: 0.1258467137813568 (0.23653507175353858) | > loss_0: 3.9743824005126953 (2.489973921042222) | > loss_gen: 1.6600711345672607 (2.3390998381834764) | > loss_kl: 2.420121669769287 (2.6265952036930966) | > loss_feat: 11.434403419494629 (7.133761057486901) | > loss_mel: 19.95871353149414 (17.613891564882717) | > loss_duration: 2.305697202682495 (2.2950423772518453) | > loss_1: 37.77901077270508 (32.00839049999531) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024640743549053487 (-2.1723600534292835e-05) | > avg_loss_disc: 2.489973921042222 (+0.04426205158233554) | > avg_loss_disc_real_0: 0.1604692827050502 (-0.005484529985831321) | > avg_loss_disc_real_1: 0.1883632148114534 (+0.01160308260184062) | > avg_loss_disc_real_2: 0.19980362802743912 (+0.016045077488972603) | > avg_loss_disc_real_3: 0.2689432364243728 (+0.04580614371941644) | > avg_loss_disc_real_4: 0.2548663495824887 (+0.03406245949176642) | > avg_loss_disc_real_5: 0.23653507175353858 (-0.00572117188802132) | > avg_loss_0: 2.489973921042222 (+0.04426205158233554) | > avg_loss_gen: 2.3390998381834764 (-0.02238255280714796) | > avg_loss_kl: 2.6265952036930966 (-0.10430051730229284) | > avg_loss_feat: 7.133761057486901 (-0.2762145445897026) | > avg_loss_mel: 17.613891564882717 (-0.7749724754920422) | > avg_loss_duration: 2.2950423772518453 (-0.027749006564799394) | > avg_loss_1: 32.00839049999531 (-1.2056185648991615)  > EPOCH: 431/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:02:33)   --> TIME: 2024-06-11 10:02:41 -- STEP: 19/330 -- GLOBAL_STEP: 230250 | > loss_disc: 2.2856202125549316 (2.31665785689103) | > loss_disc_real_0: 0.08381198346614838 (0.10921100840756767) | > loss_disc_real_1: 0.173583984375 (0.20015941011278252) | > loss_disc_real_2: 0.19959422945976257 (0.21988123655319214) | > loss_disc_real_3: 0.2309403121471405 (0.23163274165831113) | > loss_disc_real_4: 0.23606303334236145 (0.2281497348296015) | > loss_disc_real_5: 0.2282523661851883 (0.22266170617781186) | > loss_0: 2.2856202125549316 (2.31665785689103) | > grad_norm_0: tensor(6.9120, device='cuda:0') (tensor(8.4977, device='cuda:0')) | > loss_gen: 2.4637157917022705 (2.5273440260636177) | > loss_kl: 1.9037494659423828 (1.917368957870885) | > loss_feat: 7.863090515136719 (7.086649819424278) | > loss_mel: 17.80987548828125 (18.30754249974301) | > loss_duration: 2.0175604820251465 (2.1106277516013696) | > loss_1: 32.05799102783203 (31.949533663297956) | > grad_norm_1: tensor(76.7466, device='cuda:0') (tensor(83.7408, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3581 (0.3539342127348247) | > loader_time: 0.0039 (0.003163952576486688)  --> TIME: 2024-06-11 10:02:50 -- STEP: 44/330 -- GLOBAL_STEP: 230275 | > loss_disc: 2.2859139442443848 (2.3251805522225113) | > loss_disc_real_0: 0.11018119752407074 (0.11148404770276764) | > loss_disc_real_1: 0.19542516767978668 (0.19752565094015814) | > loss_disc_real_2: 0.20797677338123322 (0.21627327698198232) | > loss_disc_real_3: 0.24346084892749786 (0.22970221496441148) | > loss_disc_real_4: 0.22552146017551422 (0.22677927667444403) | > loss_disc_real_5: 0.19913895428180695 (0.2175848324867812) | > loss_0: 2.2859139442443848 (2.3251805522225113) | > grad_norm_0: tensor(9.5581, device='cuda:0') (tensor(8.2418, device='cuda:0')) | > loss_gen: 2.6314895153045654 (2.5189090208573774) | > loss_kl: 1.82624089717865 (1.9146800962361423) | > loss_feat: 7.7853312492370605 (7.167329463091764) | > loss_mel: 18.526288986206055 (18.164240273562346) | > loss_duration: 1.9739832878112793 (2.053430727937005) | > loss_1: 32.74333190917969 (31.818589860742744) | > grad_norm_1: tensor(70.8612, device='cuda:0') (tensor(74.1453, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3652 (0.3566384261304682) | > loader_time: 0.0038 (0.003316743807359175)  --> TIME: 2024-06-11 10:02:59 -- STEP: 69/330 -- GLOBAL_STEP: 230300 | > loss_disc: 2.466646909713745 (2.340604381284851) | > loss_disc_real_0: 0.1090451329946518 (0.1121168014579925) | > loss_disc_real_1: 0.2151612788438797 (0.2008042503958163) | > loss_disc_real_2: 0.23702400922775269 (0.215071985255117) | > loss_disc_real_3: 0.21292755007743835 (0.22910387598086093) | > loss_disc_real_4: 0.2613318860530853 (0.2285392763821975) | > loss_disc_real_5: 0.26290979981422424 (0.22045225855233014) | > loss_0: 2.466646909713745 (2.340604381284851) | > grad_norm_0: tensor(34.1828, device='cuda:0') (tensor(12.3851, device='cuda:0')) | > loss_gen: 2.3859193325042725 (2.4993328737175973) | > loss_kl: 1.7431361675262451 (1.9229787519012673) | > loss_feat: 6.417718887329102 (7.090712526570195) | > loss_mel: 17.41922950744629 (18.145198103310406) | > loss_duration: 1.9469249248504639 (2.032033818355504) | > loss_1: 29.91292953491211 (31.690256339916285) | > grad_norm_1: tensor(345.5357, device='cuda:0') (tensor(128.7965, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3564 (0.36062281373618305) | > loader_time: 0.0039 (0.0034684478372767353)  --> TIME: 2024-06-11 10:03:09 -- STEP: 94/330 -- GLOBAL_STEP: 230325 | > loss_disc: 2.2331655025482178 (2.3368979870004853) | > loss_disc_real_0: 0.1421423852443695 (0.11249502090380546) | > loss_disc_real_1: 0.1907714158296585 (0.19910196103948227) | > loss_disc_real_2: 0.1942141354084015 (0.21436319468503304) | > loss_disc_real_3: 0.20111599564552307 (0.22893134108249177) | > loss_disc_real_4: 0.1913519948720932 (0.22790069434236973) | > loss_disc_real_5: 0.18758928775787354 (0.21953751511396247) | > loss_0: 2.2331655025482178 (2.3368979870004853) | > grad_norm_0: tensor(20.2139, device='cuda:0') (tensor(13.5690, device='cuda:0')) | > loss_gen: 2.504002571105957 (2.5054428019422157) | > loss_kl: 1.817023754119873 (1.9225015006166823) | > loss_feat: 7.960676193237305 (7.097219776599966) | > loss_mel: 18.761554718017578 (18.07568655622767) | > loss_duration: 2.0190720558166504 (2.0257800081942934) | > loss_1: 33.06233215332031 (31.62663082366294) | > grad_norm_1: tensor(199.0268, device='cuda:0') (tensor(149.8992, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3613 (0.36143190810020936) | > loader_time: 0.0042 (0.003570346122092389)  --> TIME: 2024-06-11 10:03:18 -- STEP: 119/330 -- GLOBAL_STEP: 230350 | > loss_disc: 2.24690318107605 (2.339180134925521) | > loss_disc_real_0: 0.09842686355113983 (0.11264795058665156) | > loss_disc_real_1: 0.18371163308620453 (0.19871616138129675) | > loss_disc_real_2: 0.19620387256145477 (0.21420106116463156) | > loss_disc_real_3: 0.21683886647224426 (0.22876544985450617) | > loss_disc_real_4: 0.23123347759246826 (0.2272387155715157) | > loss_disc_real_5: 0.2060711830854416 (0.2206561127129723) | > loss_0: 2.24690318107605 (2.339180134925521) | > grad_norm_0: tensor(12.5010, device='cuda:0') (tensor(16.3853, device='cuda:0')) | > loss_gen: 2.6732916831970215 (2.5109322271427184) | > loss_kl: 2.0506820678710938 (1.9252488372706567) | > loss_feat: 7.206457614898682 (7.127425874982562) | > loss_mel: 17.35748863220215 (18.054057930697915) | > loss_duration: 2.017625093460083 (2.025462343913165) | > loss_1: 31.305545806884766 (31.64312742537811) | > grad_norm_1: tensor(328.2105, device='cuda:0') (tensor(189.2494, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3896 (0.36579716305772797) | > loader_time: 0.0045 (0.0037135256438696083)  --> TIME: 2024-06-11 10:03:28 -- STEP: 144/330 -- GLOBAL_STEP: 230375 | > loss_disc: 2.3141448497772217 (2.336621408661206) | > loss_disc_real_0: 0.08209720253944397 (0.11286109390979014) | > loss_disc_real_1: 0.182104229927063 (0.1981025145699581) | > loss_disc_real_2: 0.18824289739131927 (0.21357846156590515) | > loss_disc_real_3: 0.23476776480674744 (0.22873068787157536) | > loss_disc_real_4: 0.23305606842041016 (0.2266560917099317) | > loss_disc_real_5: 0.223689004778862 (0.2203248663701945) | > loss_0: 2.3141448497772217 (2.336621408661206) | > grad_norm_0: tensor(32.1341, device='cuda:0') (tensor(18.7229, device='cuda:0')) | > loss_gen: 2.503882646560669 (2.516490721040301) | > loss_kl: 2.0033724308013916 (1.932230095896456) | > loss_feat: 7.624039649963379 (7.132574091355006) | > loss_mel: 17.579856872558594 (18.039564238654247) | > loss_duration: 2.031190872192383 (2.028930835425853) | > loss_1: 31.742341995239258 (31.6497901280721) | > grad_norm_1: tensor(401.0096, device='cuda:0') (tensor(213.2438, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3976 (0.3698740055163702) | > loader_time: 0.0045 (0.0038744393322202894)  --> TIME: 2024-06-11 10:03:38 -- STEP: 169/330 -- GLOBAL_STEP: 230400 | > loss_disc: 2.3349146842956543 (2.3319400951001756) | > loss_disc_real_0: 0.11944438517093658 (0.11211262854951376) | > loss_disc_real_1: 0.18110084533691406 (0.19817245288713448) | > loss_disc_real_2: 0.2515958845615387 (0.21302284547210446) | > loss_disc_real_3: 0.2327452301979065 (0.2284440558690291) | > loss_disc_real_4: 0.25499606132507324 (0.22643073388105314) | > loss_disc_real_5: 0.19891665875911713 (0.22000531631813952) | > loss_0: 2.3349146842956543 (2.3319400951001756) | > grad_norm_0: tensor(32.2389, device='cuda:0') (tensor(20.3592, device='cuda:0')) | > loss_gen: 2.6154227256774902 (2.5259249083389177) | > loss_kl: 1.8251636028289795 (1.9357925075045703) | > loss_feat: 7.466648578643799 (7.152222850618983) | > loss_mel: 18.127344131469727 (18.006496666451184) | > loss_duration: 2.0713253021240234 (2.032938330131169) | > loss_1: 32.10590362548828 (31.653375343458187) | > grad_norm_1: tensor(241.5351, device='cuda:0') (tensor(228.5966, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.4078 (0.374196392544628) | > loader_time: 0.0049 (0.004031675101737299)  --> TIME: 2024-06-11 10:03:49 -- STEP: 194/330 -- GLOBAL_STEP: 230425 | > loss_disc: 2.3992881774902344 (2.3356433578373217) | > loss_disc_real_0: 0.09243104606866837 (0.11350646979876403) | > loss_disc_real_1: 0.19406792521476746 (0.19826657509373638) | > loss_disc_real_2: 0.2335466742515564 (0.21262417910332532) | > loss_disc_real_3: 0.23604577779769897 (0.2283774370077959) | > loss_disc_real_4: 0.26134151220321655 (0.22630255039512498) | > loss_disc_real_5: 0.22493872046470642 (0.22051844100669488) | > loss_0: 2.3992881774902344 (2.3356433578373217) | > grad_norm_0: tensor(12.7043, device='cuda:0') (tensor(23.8668, device='cuda:0')) | > loss_gen: 2.4307737350463867 (2.524861400889366) | > loss_kl: 1.8841177225112915 (1.937945321048658) | > loss_feat: 6.42622184753418 (7.141840593102052) | > loss_mel: 17.85938835144043 (17.979724933191676) | > loss_duration: 2.0566091537475586 (2.039893791233142) | > loss_1: 30.65711212158203 (31.624266142697678) | > grad_norm_1: tensor(330.3286, device='cuda:0') (tensor(249.2287, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.3946 (0.37732546354077534) | > loader_time: 0.0053 (0.004146987629919936)  --> TIME: 2024-06-11 10:03:59 -- STEP: 219/330 -- GLOBAL_STEP: 230450 | > loss_disc: 2.292320966720581 (2.3386002512282955) | > loss_disc_real_0: 0.12001460790634155 (0.11458077885584746) | > loss_disc_real_1: 0.18080084025859833 (0.19835823930833985) | > loss_disc_real_2: 0.19896788895130157 (0.21219598893161234) | > loss_disc_real_3: 0.2078375369310379 (0.22859575997476708) | > loss_disc_real_4: 0.21894997358322144 (0.22698197224640956) | > loss_disc_real_5: 0.2012832909822464 (0.2210582277682274) | > loss_0: 2.292320966720581 (2.3386002512282955) | > grad_norm_0: tensor(20.0714, device='cuda:0') (tensor(26.0277, device='cuda:0')) | > loss_gen: 2.611840009689331 (2.523649044777159) | > loss_kl: 1.9422030448913574 (1.9384093409803904) | > loss_feat: 7.715598106384277 (7.151511092164201) | > loss_mel: 18.45016098022461 (17.95121444632474) | > loss_duration: 2.090088367462158 (2.0466211685851294) | > loss_1: 32.80989074707031 (31.61140511569367) | > grad_norm_1: tensor(281.8417, device='cuda:0') (tensor(265.5403, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.4078 (0.3815421034756317) | > loader_time: 0.0053 (0.004258079615902139)  --> TIME: 2024-06-11 10:04:10 -- STEP: 244/330 -- GLOBAL_STEP: 230475 | > loss_disc: 2.3047404289245605 (2.3400378432430187) | > loss_disc_real_0: 0.114041268825531 (0.11564351366374827) | > loss_disc_real_1: 0.22645586729049683 (0.19871000969996222) | > loss_disc_real_2: 0.2243974655866623 (0.21205218918010837) | > loss_disc_real_3: 0.23556114733219147 (0.228755492411676) | > loss_disc_real_4: 0.2260064333677292 (0.22714738334055806) | > loss_disc_real_5: 0.2573850750923157 (0.22080461009115468) | > loss_0: 2.3047404289245605 (2.3400378432430187) | > grad_norm_0: tensor(21.5613, device='cuda:0') (tensor(25.6798, device='cuda:0')) | > loss_gen: 2.543534278869629 (2.517073158357963) | > loss_kl: 1.92301344871521 (1.9397246989070391) | > loss_feat: 7.335572719573975 (7.142230794078014) | > loss_mel: 17.21062660217285 (17.9130241519115) | > loss_duration: 2.0568137168884277 (2.0546055949125144) | > loss_1: 31.06955909729004 (31.566658442137673) | > grad_norm_1: tensor(352.4307, device='cuda:0') (tensor(265.5642, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.4276 (0.3846385478973389) | > loader_time: 0.0054 (0.004372232272976734)  --> TIME: 2024-06-11 10:04:21 -- STEP: 269/330 -- GLOBAL_STEP: 230500 | > loss_disc: 2.444021224975586 (2.3444403378936864) | > loss_disc_real_0: 0.13006733357906342 (0.11637998955345066) | > loss_disc_real_1: 0.1983107328414917 (0.1988641609711275) | > loss_disc_real_2: 0.22478467226028442 (0.21230836572700273) | > loss_disc_real_3: 0.2817515432834625 (0.22878651620065413) | > loss_disc_real_4: 0.2551921308040619 (0.22775178128458753) | > loss_disc_real_5: 0.23312824964523315 (0.2212532041905981) | > loss_0: 2.444021224975586 (2.3444403378936864) | > grad_norm_0: tensor(35.3270, device='cuda:0') (tensor(26.3308, device='cuda:0')) | > loss_gen: 2.559596538543701 (2.51414900641459) | > loss_kl: 1.9069339036941528 (1.9401438183057707) | > loss_feat: 6.611883640289307 (7.154070762010312) | > loss_mel: 17.629236221313477 (17.881500655390518) | > loss_duration: 2.1594393253326416 (2.062363108294605) | > loss_1: 30.867090225219727 (31.55222741733253) | > grad_norm_1: tensor(198.1349, device='cuda:0') (tensor(272.4428, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.4401 (0.38899661085419496) | > loader_time: 0.0059 (0.00452115101442018) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_230500.pth  --> TIME: 2024-06-11 10:04:37 -- STEP: 294/330 -- GLOBAL_STEP: 230525 | > loss_disc: 2.3283140659332275 (2.3477938613113074) | > loss_disc_real_0: 0.08705327659845352 (0.1171752724441744) | > loss_disc_real_1: 0.174034982919693 (0.1994804259972508) | > loss_disc_real_2: 0.17982123792171478 (0.21239055363702125) | > loss_disc_real_3: 0.23837269842624664 (0.22869662915160055) | > loss_disc_real_4: 0.19510528445243835 (0.2279603300350053) | > loss_disc_real_5: 0.21116311848163605 (0.2215097279978447) | > loss_0: 2.3283140659332275 (2.3477938613113074) | > grad_norm_0: tensor(33.2765, device='cuda:0') (tensor(27.7566, device='cuda:0')) | > loss_gen: 2.4422879219055176 (2.5085054035900387) | > loss_kl: 1.9434621334075928 (1.9387879789281053) | > loss_feat: 7.8595733642578125 (7.154445435725102) | > loss_mel: 17.73710060119629 (17.833120125491607) | > loss_duration: 2.207967519760132 (2.0718724666809547) | > loss_1: 32.190391540527344 (31.506731493943402) | > grad_norm_1: tensor(417.5678, device='cuda:0') (tensor(279.0062, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.4621 (0.39589319667037653) | > loader_time: 0.0076 (0.004724362269550766)  --> TIME: 2024-06-11 10:04:51 -- STEP: 319/330 -- GLOBAL_STEP: 230550 | > loss_disc: 2.5498859882354736 (2.352744779616686) | > loss_disc_real_0: 0.16750620305538177 (0.11849786870204916) | > loss_disc_real_1: 0.24089646339416504 (0.20008102334965736) | > loss_disc_real_2: 0.22911572456359863 (0.21310227782375019) | > loss_disc_real_3: 0.2737194001674652 (0.22866647076270424) | > loss_disc_real_4: 0.37146177887916565 (0.2279440428489428) | > loss_disc_real_5: 0.2740362286567688 (0.221265677607919) | > loss_0: 2.5498859882354736 (2.352744779616686) | > grad_norm_0: tensor(39.9323, device='cuda:0') (tensor(28.9110, device='cuda:0')) | > loss_gen: 2.5358328819274902 (2.504440270247503) | > loss_kl: 1.9839904308319092 (1.9376383014607206) | > loss_feat: 7.827508926391602 (7.166622969050392) | > loss_mel: 17.147090911865234 (17.8072452425583) | > loss_duration: 2.2528762817382812 (2.0852430274120315) | > loss_1: 31.74730110168457 (31.501189886589408) | > grad_norm_1: tensor(435.3901, device='cuda:0') (tensor(287.3309, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.5649 (0.40574101968245063) | > loader_time: 0.0077 (0.004954320883676179)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.450770139694214 (2.450770139694214) | > loss_disc_real_0: 0.19860559701919556 (0.19860559701919556) | > loss_disc_real_1: 0.19534212350845337 (0.19534212350845337) | > loss_disc_real_2: 0.2918839752674103 (0.2918839752674103) | > loss_disc_real_3: 0.25573837757110596 (0.25573837757110596) | > loss_disc_real_4: 0.27654606103897095 (0.27654606103897095) | > loss_disc_real_5: 0.18912002444267273 (0.18912002444267273) | > loss_0: 2.450770139694214 (2.450770139694214) | > loss_gen: 2.476625919342041 (2.476625919342041) | > loss_kl: 2.4539284706115723 (2.4539284706115723) | > loss_feat: 5.141965389251709 (5.141965389251709) | > loss_mel: 13.91942310333252 (13.91942310333252) | > loss_duration: 2.8340580463409424 (2.8340580463409424) | > loss_1: 26.826000213623047 (26.826000213623047)  --> STEP: 1 | > loss_disc: 2.2863051891326904 (2.2863051891326904) | > loss_disc_real_0: 0.09348954260349274 (0.09348954260349274) | > loss_disc_real_1: 0.17535722255706787 (0.17535722255706787) | > loss_disc_real_2: 0.22891677916049957 (0.22891677916049957) | > loss_disc_real_3: 0.26298731565475464 (0.26298731565475464) | > loss_disc_real_4: 0.23870237171649933 (0.23870237171649933) | > loss_disc_real_5: 0.16673222184181213 (0.16673222184181213) | > loss_0: 2.2863051891326904 (2.2863051891326904) | > loss_gen: 2.261319875717163 (2.261319875717163) | > loss_kl: 1.9413845539093018 (1.9413845539093018) | > loss_feat: 6.359344005584717 (6.359344005584717) | > loss_mel: 17.396472930908203 (17.396472930908203) | > loss_duration: 2.3969039916992188 (2.3969039916992188) | > loss_1: 30.355424880981445 (30.355424880981445)  --> STEP: 2 | > loss_disc: 2.718970775604248 (2.5026379823684692) | > loss_disc_real_0: 0.14954563975334167 (0.1215175911784172) | > loss_disc_real_1: 0.29550445079803467 (0.23543083667755127) | > loss_disc_real_2: 0.4008103609085083 (0.31486357003450394) | > loss_disc_real_3: 0.24378283321857452 (0.2533850744366646) | > loss_disc_real_4: 0.2692817747592926 (0.25399207323789597) | > loss_disc_real_5: 0.26093196868896484 (0.2138320952653885) | > loss_0: 2.718970775604248 (2.5026379823684692) | > loss_gen: 2.2727181911468506 (2.267019033432007) | > loss_kl: 2.450442314147949 (2.1959134340286255) | > loss_feat: 5.102722644805908 (5.7310333251953125) | > loss_mel: 16.976009368896484 (17.186241149902344) | > loss_duration: 2.4627318382263184 (2.4298179149627686) | > loss_1: 29.264625549316406 (29.810025215148926)  --> STEP: 3 | > loss_disc: 2.4489424228668213 (2.4847394625345864) | > loss_disc_real_0: 0.15943509340286255 (0.13415675858656564) | > loss_disc_real_1: 0.13876743614673615 (0.20320970316727957) | > loss_disc_real_2: 0.1587921679019928 (0.26283976932366687) | > loss_disc_real_3: 0.24263215065002441 (0.24980076650778452) | > loss_disc_real_4: 0.22827842831611633 (0.24542085826396942) | > loss_disc_real_5: 0.17322196066379547 (0.20029538373152414) | > loss_0: 2.4489424228668213 (2.4847394625345864) | > loss_gen: 2.024658203125 (2.186232089996338) | > loss_kl: 2.788130760192871 (2.3933192094167075) | > loss_feat: 6.096118450164795 (5.852728366851807) | > loss_mel: 19.314983367919922 (17.895821889241535) | > loss_duration: 2.268110752105713 (2.37591552734375) | > loss_1: 32.492000579833984 (30.704017003377277)  --> STEP: 4 | > loss_disc: 2.331735610961914 (2.4464884996414185) | > loss_disc_real_0: 0.08666257560253143 (0.1222832128405571) | > loss_disc_real_1: 0.12018352001905441 (0.18245315738022327) | > loss_disc_real_2: 0.15725106000900269 (0.23644259199500084) | > loss_disc_real_3: 0.22368867695331573 (0.24327274411916733) | > loss_disc_real_4: 0.2598438560962677 (0.249026607722044) | > loss_disc_real_5: 0.26699715852737427 (0.21697082743048668) | > loss_0: 2.331735610961914 (2.4464884996414185) | > loss_gen: 2.2318801879882812 (2.1976441144943237) | > loss_kl: 2.981168270111084 (2.5402814745903015) | > loss_feat: 7.580727577209473 (6.284728169441223) | > loss_mel: 17.88823890686035 (17.89392614364624) | > loss_duration: 2.3243656158447266 (2.363028049468994) | > loss_1: 33.006378173828125 (31.27960729598999)  --> STEP: 5 | > loss_disc: 2.2086925506591797 (2.398929309844971) | > loss_disc_real_0: 0.16295775771141052 (0.13041812181472778) | > loss_disc_real_1: 0.1499769687652588 (0.17595791965723037) | > loss_disc_real_2: 0.15545691549777985 (0.22024545669555665) | > loss_disc_real_3: 0.23017865419387817 (0.2406539261341095) | > loss_disc_real_4: 0.29230770468711853 (0.2576828271150589) | > loss_disc_real_5: 0.21484176814556122 (0.2165450155735016) | > loss_0: 2.2086925506591797 (2.398929309844971) | > loss_gen: 2.420591354370117 (2.2422335624694822) | > loss_kl: 2.3069703578948975 (2.4936192512512205) | > loss_feat: 6.28456449508667 (6.284695434570312) | > loss_mel: 18.03883934020996 (17.922908782958984) | > loss_duration: 2.3931729793548584 (2.369057035446167) | > loss_1: 31.44413948059082 (31.312513732910155)  --> STEP: 6 | > loss_disc: 2.389188766479492 (2.397305885950724) | > loss_disc_real_0: 0.09286817908287048 (0.1241597980260849) | > loss_disc_real_1: 0.18136155605316162 (0.17685852572321892) | > loss_disc_real_2: 0.14770786464214325 (0.20815585801998773) | > loss_disc_real_3: 0.2782299220561981 (0.24691659212112427) | > loss_disc_real_4: 0.3001405596733093 (0.2647591158747673) | > loss_disc_real_5: 0.2163221836090088 (0.21650787691275278) | > loss_0: 2.389188766479492 (2.397305885950724) | > loss_gen: 2.292572259902954 (2.250623345375061) | > loss_kl: 2.421807289123535 (2.4816505908966064) | > loss_feat: 5.823413848876953 (6.207815170288086) | > loss_mel: 19.3090763092041 (18.153936703999836) | > loss_duration: 2.1394996643066406 (2.330797473589579) | > loss_1: 31.986370086669922 (31.42482312520345)  --> STEP: 7 | > loss_disc: 2.358238935470581 (2.3917248930249895) | > loss_disc_real_0: 0.12172885984182358 (0.123812521142619) | > loss_disc_real_1: 0.1898512840270996 (0.17871463405234472) | > loss_disc_real_2: 0.20033538341522217 (0.2070386473621641) | > loss_disc_real_3: 0.22291801869869232 (0.2434882244893483) | > loss_disc_real_4: 0.27961936593055725 (0.26688200873988016) | > loss_disc_real_5: 0.24304774403572083 (0.2202992865017482) | > loss_0: 2.358238935470581 (2.3917248930249895) | > loss_gen: 2.324345111846924 (2.2611550262996127) | > loss_kl: 4.082291603088379 (2.7103135926382884) | > loss_feat: 5.886979579925537 (6.161981514522007) | > loss_mel: 18.562292098999023 (18.21227318899972) | > loss_duration: 2.5540294647216797 (2.3626877580370222) | > loss_1: 33.409934997558594 (31.7084105355399)  --> STEP: 8 | > loss_disc: 2.266434669494629 (2.3760636150836945) | > loss_disc_real_0: 0.08001051843166351 (0.11833727080374956) | > loss_disc_real_1: 0.1371227502822876 (0.1735156485810876) | > loss_disc_real_2: 0.17663298547267914 (0.20323793962597847) | > loss_disc_real_3: 0.21040192246437073 (0.23935243673622608) | > loss_disc_real_4: 0.21250703930854797 (0.26008513756096363) | > loss_disc_real_5: 0.18732894957065582 (0.21617799438536167) | > loss_0: 2.266434669494629 (2.3760636150836945) | > loss_gen: 2.2517340183258057 (2.259977400302887) | > loss_kl: 2.7808001041412354 (2.7191244065761566) | > loss_feat: 8.521217346191406 (6.456885993480682) | > loss_mel: 19.632448196411133 (18.389795064926147) | > loss_duration: 2.1928911209106445 (2.341463178396225) | > loss_1: 35.37908935546875 (32.167245388031006)  --> STEP: 9 | > loss_disc: 2.603590250015259 (2.4013443522983127) | > loss_disc_real_0: 0.22444197535514832 (0.13012668242057165) | > loss_disc_real_1: 0.20277634263038635 (0.17676683680878746) | > loss_disc_real_2: 0.24340544641017914 (0.2077009959353341) | > loss_disc_real_3: 0.2345481812953949 (0.23881863057613373) | > loss_disc_real_4: 0.2539697289466858 (0.25940564771493274) | > loss_disc_real_5: 0.15502117574214935 (0.20938279231389365) | > loss_0: 2.603590250015259 (2.4013443522983127) | > loss_gen: 2.2250289916992188 (2.2560942437913685) | > loss_kl: 2.7365305423736572 (2.7210584216647677) | > loss_feat: 6.8275957107543945 (6.49807596206665) | > loss_mel: 19.069128036499023 (18.46527650621202) | > loss_duration: 2.185723304748535 (2.3241587479909263) | > loss_1: 33.04400634765625 (32.26466327243381)  --> STEP: 10 | > loss_disc: 2.472987651824951 (2.4085086822509765) | > loss_disc_real_0: 0.15739116072654724 (0.1328531302511692) | > loss_disc_real_1: 0.22588257491588593 (0.1816784106194973) | > loss_disc_real_2: 0.22629792988300323 (0.20956068933010102) | > loss_disc_real_3: 0.2180851250886917 (0.23674528002738954) | > loss_disc_real_4: 0.2816711664199829 (0.26163219958543776) | > loss_disc_real_5: 0.2474583238363266 (0.21319034546613694) | > loss_0: 2.472987651824951 (2.4085086822509765) | > loss_gen: 2.210808515548706 (2.251565670967102) | > loss_kl: 3.010697841644287 (2.75002236366272) | > loss_feat: 3.7881383895874023 (6.227082204818726) | > loss_mel: 15.921270370483398 (18.21087589263916) | > loss_duration: 2.318492889404297 (2.3235921621322633) | > loss_1: 27.249406814575195 (31.76313762664795)  --> STEP: 11 | > loss_disc: 2.4116623401641846 (2.4087953784249048) | > loss_disc_real_0: 0.0931275486946106 (0.12924171374602753) | > loss_disc_real_1: 0.18241220712661743 (0.18174511939287186) | > loss_disc_real_2: 0.20526675879955292 (0.2091703320091421) | > loss_disc_real_3: 0.23698724806308746 (0.23676727712154388) | > loss_disc_real_4: 0.2701141834259033 (0.2624032890254801) | > loss_disc_real_5: 0.23018014430999756 (0.21473487263376062) | > loss_0: 2.4116623401641846 (2.4087953784249048) | > loss_gen: 2.225780487060547 (2.2492215633392334) | > loss_kl: 2.7005252838134766 (2.7455226291309702) | > loss_feat: 4.412410736083984 (6.062112071297386) | > loss_mel: 17.54010581970215 (18.149896795099433) | > loss_duration: 2.425978899002075 (2.332900047302246) | > loss_1: 29.30480194091797 (31.53965256430886)  --> STEP: 12 | > loss_disc: 2.3852744102478027 (2.4068352977434797) | > loss_disc_real_0: 0.07094542682170868 (0.12438368983566762) | > loss_disc_real_1: 0.10707634687423706 (0.17552272168298563) | > loss_disc_real_2: 0.1494462937116623 (0.20419332881768545) | > loss_disc_real_3: 0.1710502803325653 (0.23129086072246233) | > loss_disc_real_4: 0.25814157724380493 (0.2620481463770072) | > loss_disc_real_5: 0.23544105887413025 (0.21646038815379143) | > loss_0: 2.3852744102478027 (2.4068352977434797) | > loss_gen: 2.0417895317077637 (2.2319355607032776) | > loss_kl: 2.439457416534424 (2.720017194747925) | > loss_feat: 6.2789106369018555 (6.080178618431091) | > loss_mel: 17.475542068481445 (18.093700567881267) | > loss_duration: 2.2592411041259766 (2.326761802037557) | > loss_1: 30.49494171142578 (31.452593326568604)  --> STEP: 13 | > loss_disc: 2.3410837650299072 (2.4017774875347433) | > loss_disc_real_0: 0.11139244586229324 (0.1233843633761773) | > loss_disc_real_1: 0.1706877201795578 (0.17515079849041426) | > loss_disc_real_2: 0.23206140100955963 (0.20633702667859885) | > loss_disc_real_3: 0.2091195285320282 (0.2295853736308905) | > loss_disc_real_4: 0.2191014140844345 (0.2587445515852708) | > loss_disc_real_5: 0.16379369795322418 (0.21240910429220933) | > loss_0: 2.3410837650299072 (2.4017774875347433) | > loss_gen: 2.2040927410125732 (2.229793805342454) | > loss_kl: 2.5516366958618164 (2.707064848679763) | > loss_feat: 8.652798652648926 (6.278072467217078) | > loss_mel: 17.782400131225586 (18.069754380446213) | > loss_duration: 2.25059175491333 (2.320902567643386) | > loss_1: 33.44152069091797 (31.60558773921086)  --> STEP: 14 | > loss_disc: 2.3079497814178467 (2.3950755085263933) | > loss_disc_real_0: 0.06922905147075653 (0.11951612681150438) | > loss_disc_real_1: 0.14448736608028412 (0.1729605533182621) | > loss_disc_real_2: 0.18416818976402283 (0.2047535383275577) | > loss_disc_real_3: 0.21960663795471191 (0.22887260679687774) | > loss_disc_real_4: 0.26140859723091125 (0.2589348405599594) | > loss_disc_real_5: 0.2453785091638565 (0.21476406178304128) | > loss_0: 2.3079497814178467 (2.3950755085263933) | > loss_gen: 2.1630146503448486 (2.2250238656997676) | > loss_kl: 3.4880146980285645 (2.762846980776106) | > loss_feat: 7.0536394119262695 (6.333470106124878) | > loss_mel: 19.043132781982422 (18.13928140912737) | > loss_duration: 2.364114999771118 (2.3239891699382236) | > loss_1: 34.11191940307617 (31.784611429486954)  --> STEP: 15 | > loss_disc: 2.322477102279663 (2.3902356147766115) | > loss_disc_real_0: 0.18179504573345184 (0.12366805473963421) | > loss_disc_real_1: 0.12365937978029251 (0.1696738084157308) | > loss_disc_real_2: 0.20599113404750824 (0.20483604470888775) | > loss_disc_real_3: 0.2118183970451355 (0.22773565948009492) | > loss_disc_real_4: 0.2229078710079193 (0.2565330425898234) | > loss_disc_real_5: 0.20187868177890778 (0.21390503644943237) | > loss_0: 2.322477102279663 (2.3902356147766115) | > loss_gen: 2.2417728900909424 (2.226140467325846) | > loss_kl: 2.8911428451538086 (2.771400038401286) | > loss_feat: 8.350977897644043 (6.467970625559489) | > loss_mel: 18.827220916748047 (18.18514404296875) | > loss_duration: 2.336251735687256 (2.3248066743214926) | > loss_1: 34.64736557006836 (31.975461705525717)  --> STEP: 16 | > loss_disc: 2.62217378616333 (2.4047317504882812) | > loss_disc_real_0: 0.19596326351165771 (0.12818650528788567) | > loss_disc_real_1: 0.3554946184158325 (0.18128760904073715) | > loss_disc_real_2: 0.2141895443201065 (0.2054206384345889) | > loss_disc_real_3: 0.26972299814224243 (0.23035986814647913) | > loss_disc_real_4: 0.27645158767700195 (0.25777795165777206) | > loss_disc_real_5: 0.2925468981266022 (0.21882015280425549) | > loss_0: 2.62217378616333 (2.4047317504882812) | > loss_gen: 2.6131463050842285 (2.250328332185745) | > loss_kl: 2.4675230979919434 (2.752407729625702) | > loss_feat: 7.0206074714660645 (6.50251042842865) | > loss_mel: 16.440048217773438 (18.076075553894043) | > loss_duration: 2.344022274017334 (2.3260076493024826) | > loss_1: 30.885347366333008 (31.907329559326172)  --> STEP: 17 | > loss_disc: 2.335547924041748 (2.4006621136384854) | > loss_disc_real_0: 0.12472258508205414 (0.12798274527577794) | > loss_disc_real_1: 0.20303009450435638 (0.18256657877389124) | > loss_disc_real_2: 0.23424352705478668 (0.20711610247107112) | > loss_disc_real_3: 0.2392539232969284 (0.23088304786121144) | > loss_disc_real_4: 0.2565356492996216 (0.2577048750484691) | > loss_disc_real_5: 0.2494777888059616 (0.22062354315729701) | > loss_0: 2.335547924041748 (2.4006621136384854) | > loss_gen: 2.532632350921631 (2.2669344509349147) | > loss_kl: 1.7721216678619385 (2.694743843639598) | > loss_feat: 6.2379841804504395 (6.4869500609005195) | > loss_mel: 16.871612548828125 (18.005224788890164) | > loss_duration: 2.3844780921936035 (2.3294470871196076) | > loss_1: 29.798828125 (31.783300063189337)  --> STEP: 18 | > loss_disc: 2.2648367881774902 (2.3931162622239857) | > loss_disc_real_0: 0.073122039437294 (0.12493492828475104) | > loss_disc_real_1: 0.26649048924446106 (0.18722901824447843) | > loss_disc_real_2: 0.2378363162279129 (0.2088227810131179) | > loss_disc_real_3: 0.13952898979187012 (0.2258078224129147) | > loss_disc_real_4: 0.23418615758419037 (0.2563982796337869) | > loss_disc_real_5: 0.16755284368991852 (0.21767517096466488) | > loss_0: 2.2648367881774902 (2.3931162622239857) | > loss_gen: 2.3969078063964844 (2.2741551929050017) | > loss_kl: 2.5152523517608643 (2.6847720940907798) | > loss_feat: 9.37758731842041 (6.647541019651625) | > loss_mel: 18.048734664916992 (18.00764200422499) | > loss_duration: 2.254673957824707 (2.325293024381002) | > loss_1: 34.59315490722656 (31.939403110080296)  --> STEP: 19 | > loss_disc: 2.416128635406494 (2.394327439759907) | > loss_disc_real_0: 0.19107657670974731 (0.1284160676755403) | > loss_disc_real_1: 0.13923384249210358 (0.1847029563627745) | > loss_disc_real_2: 0.23195308446884155 (0.2100401654055244) | > loss_disc_real_3: 0.294146865606308 (0.2294046141599354) | > loss_disc_real_4: 0.21469999849796295 (0.25420363325821727) | > loss_disc_real_5: 0.16152387857437134 (0.21471983978622838) | > loss_0: 2.416128635406494 (2.394327439759907) | > loss_gen: 2.3510310649871826 (2.278201291435643) | > loss_kl: 1.9164036512374878 (2.64433164973008) | > loss_feat: 6.388688564300537 (6.633917206212094) | > loss_mel: 17.009197235107422 (17.95509227953459) | > loss_duration: 2.3559675216674805 (2.326907471606606) | > loss_1: 30.021286010742188 (31.838449578536185)  --> STEP: 20 | > loss_disc: 2.649690628051758 (2.4070955991744993) | > loss_disc_real_0: 0.2201826274394989 (0.13300439566373826) | > loss_disc_real_1: 0.21144026517868042 (0.1860398218035698) | > loss_disc_real_2: 0.2950471341609955 (0.21429051384329795) | > loss_disc_real_3: 0.2839795649051666 (0.23213336169719695) | > loss_disc_real_4: 0.2815685570240021 (0.2555718794465065) | > loss_disc_real_5: 0.25790104269981384 (0.21687889993190765) | > loss_0: 2.649690628051758 (2.4070955991744993) | > loss_gen: 2.2960622310638428 (2.279094338417053) | > loss_kl: 2.2056918144226074 (2.6223996579647064) | > loss_feat: 3.7084622383117676 (6.487644457817078) | > loss_mel: 14.662562370300293 (17.790465784072875) | > loss_duration: 2.2866952419281006 (2.3248968601226805) | > loss_1: 25.159475326538086 (31.50450086593628)  --> STEP: 21 | > loss_disc: 2.6353859901428223 (2.417966570172991) | > loss_disc_real_0: 0.14310583472251892 (0.13348541657129923) | > loss_disc_real_1: 0.16244623064994812 (0.18491631746292114) | > loss_disc_real_2: 0.2663377821445465 (0.21676895519097647) | > loss_disc_real_3: 0.20839855074882507 (0.23100313260441735) | > loss_disc_real_4: 0.25208547711372375 (0.25540586028780254) | > loss_disc_real_5: 0.14059798419475555 (0.21324647537299565) | > loss_0: 2.6353859901428223 (2.417966570172991) | > loss_gen: 1.8559644222259521 (2.258945294788905) | > loss_kl: 2.068023920059204 (2.5960008133025396) | > loss_feat: 5.012792587280273 (6.417413416362944) | > loss_mel: 16.1117000579834 (17.710524559020996) | > loss_duration: 2.1592414379119873 (2.3170085066840764) | > loss_1: 27.207721710205078 (31.299892334710982)  --> STEP: 22 | > loss_disc: 2.5848097801208496 (2.425550352443348) | > loss_disc_real_0: 0.12054871022701263 (0.13289738446474075) | > loss_disc_real_1: 0.23622816801071167 (0.18724867430600253) | > loss_disc_real_2: 0.24572451412677765 (0.2180851169607856) | > loss_disc_real_3: 0.19691166281700134 (0.229453520341353) | > loss_disc_real_4: 0.26611995697021484 (0.25589286468245764) | > loss_disc_real_5: 0.18724285066127777 (0.21206449243155392) | > loss_0: 2.5848097801208496 (2.425550352443348) | > loss_gen: 2.098396062850952 (2.251647602428089) | > loss_kl: 2.0669639110565186 (2.571953681382266) | > loss_feat: 6.737173080444336 (6.431947946548462) | > loss_mel: 17.278568267822266 (17.690890182148326) | > loss_duration: 2.181471347808838 (2.310847726735202) | > loss_1: 30.362573623657227 (31.257286938753996)  --> STEP: 23 | > loss_disc: 2.448719024658203 (2.4265576860179072) | > loss_disc_real_0: 0.0866546779870987 (0.1308868320091911) | > loss_disc_real_1: 0.24636399745941162 (0.1898189057474551) | > loss_disc_real_2: 0.2620701789855957 (0.21999751096186432) | > loss_disc_real_3: 0.2246495634317398 (0.22924465264963068) | > loss_disc_real_4: 0.26297661662101746 (0.25620085389717767) | > loss_disc_real_5: 0.24407054483890533 (0.21345605992752573) | > loss_0: 2.448719024658203 (2.4265576860179072) | > loss_gen: 2.1860451698303223 (2.248795322749925) | > loss_kl: 2.5735037326812744 (2.5720210749170054) | > loss_feat: 5.790651798248291 (6.4040655053180195) | > loss_mel: 18.712459564208984 (17.73530624223792) | > loss_duration: 2.266765594482422 (2.308931112289429) | > loss_1: 31.5294246673584 (31.269119013910707)  --> STEP: 24 | > loss_disc: 2.429205894470215 (2.426668028036753) | > loss_disc_real_0: 0.11697350442409515 (0.13030711002647877) | > loss_disc_real_1: 0.182142436504364 (0.1894990528623263) | > loss_disc_real_2: 0.2448437660932541 (0.2210327715923389) | > loss_disc_real_3: 0.21959036588668823 (0.22884239070117474) | > loss_disc_real_4: 0.23195762932300568 (0.2551907195399205) | > loss_disc_real_5: 0.18201643228530884 (0.21214607544243336) | > loss_0: 2.429205894470215 (2.426668028036753) | > loss_gen: 2.2380099296569824 (2.2483459313710523) | > loss_kl: 2.104673147201538 (2.5525482445955276) | > loss_feat: 6.2607526779174805 (6.398094137509664) | > loss_mel: 16.857606887817383 (17.698735435803734) | > loss_duration: 2.3923897743225098 (2.3124085565408072) | > loss_1: 29.85343360900879 (31.210132122039795)  --> STEP: 25 | > loss_disc: 2.7535338401794434 (2.439742660522461) | > loss_disc_real_0: 0.18597307801246643 (0.13253374874591828) | > loss_disc_real_1: 0.18426726758480072 (0.18928978145122527) | > loss_disc_real_2: 0.3713791072368622 (0.2270466250181198) | > loss_disc_real_3: 0.2369028478860855 (0.22916480898857117) | > loss_disc_real_4: 0.24833615124225616 (0.2549165368080139) | > loss_disc_real_5: 0.25079578161239624 (0.21369206368923188) | > loss_0: 2.7535338401794434 (2.439742660522461) | > loss_gen: 2.3360865116119385 (2.251855554580688) | > loss_kl: 2.3549163341522217 (2.5446429681777953) | > loss_feat: 7.069154262542725 (6.424936542510986) | > loss_mel: 16.275808334350586 (17.64181835174561) | > loss_duration: 2.3597140312194824 (2.314300775527954) | > loss_1: 30.395679473876953 (31.17755401611328)  --> STEP: 26 | > loss_disc: 1.967580795288086 (2.421582588782677) | > loss_disc_real_0: 0.11530528217554092 (0.13187111541628838) | > loss_disc_real_1: 0.12309461832046509 (0.18674381363850373) | > loss_disc_real_2: 0.12232841551303864 (0.2230190015756167) | > loss_disc_real_3: 0.15780097246170044 (0.22642004604522997) | > loss_disc_real_4: 0.1575893610715866 (0.2511731838950744) | > loss_disc_real_5: 0.11252789944410324 (0.20980113429518846) | > loss_0: 1.967580795288086 (2.421582588782677) | > loss_gen: 2.389176845550537 (2.257137142694913) | > loss_kl: 2.2646210193634033 (2.533872893223396) | > loss_feat: 12.933753967285156 (6.6752756742330694) | > loss_mel: 21.85947036743164 (17.804035736964302) | > loss_duration: 2.301532745361328 (2.3138096974446225) | > loss_1: 41.74855422973633 (31.584130947406475) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025113729330209587 (+4.729857811560994e-05) | > avg_loss_disc: 2.421582588782677 (-0.06839133225954486) | > avg_loss_disc_real_0: 0.13187111541628838 (-0.028598167288761828) | > avg_loss_disc_real_1: 0.18674381363850373 (-0.001619401172949675) | > avg_loss_disc_real_2: 0.2230190015756167 (+0.02321537354817757) | > avg_loss_disc_real_3: 0.22642004604522997 (-0.04252319037914282) | > avg_loss_disc_real_4: 0.2511731838950744 (-0.0036931656874142904) | > avg_loss_disc_real_5: 0.20980113429518846 (-0.02673393745835012) | > avg_loss_0: 2.421582588782677 (-0.06839133225954486) | > avg_loss_gen: 2.257137142694913 (-0.0819626954885635) | > avg_loss_kl: 2.533872893223396 (-0.09272231046970081) | > avg_loss_feat: 6.6752756742330694 (-0.4584853832538318) | > avg_loss_mel: 17.804035736964302 (+0.19014417208158463) | > avg_loss_duration: 2.3138096974446225 (+0.01876732019277716) | > avg_loss_1: 31.584130947406475 (-0.42425955258883263)  > EPOCH: 432/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:05:20)   --> TIME: 2024-06-11 10:05:26 -- STEP: 14/330 -- GLOBAL_STEP: 230575 | > loss_disc: 2.4232797622680664 (2.338617069380624) | > loss_disc_real_0: 0.1493782103061676 (0.10962036065757275) | > loss_disc_real_1: 0.26150012016296387 (0.20877974799701146) | > loss_disc_real_2: 0.22210271656513214 (0.21074117507253373) | > loss_disc_real_3: 0.2195361852645874 (0.22472414587225234) | > loss_disc_real_4: 0.22249026596546173 (0.2213392768587385) | > loss_disc_real_5: 0.22005462646484375 (0.21463682715381896) | > loss_0: 2.4232797622680664 (2.338617069380624) | > grad_norm_0: tensor(14.3324, device='cuda:0') (tensor(10.8415, device='cuda:0')) | > loss_gen: 2.4733753204345703 (2.5174850736345564) | > loss_kl: 1.6899207830429077 (1.8202045815331596) | > loss_feat: 7.521803379058838 (6.946616206850324) | > loss_mel: 18.73265838623047 (18.416453225272043) | > loss_duration: 2.0675010681152344 (2.1250362311090742) | > loss_1: 32.485260009765625 (31.82579571860177) | > grad_norm_1: tensor(137.2862, device='cuda:0') (tensor(88.5865, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3686 (0.35875574180058073) | > loader_time: 0.0031 (0.003113610403878348)  --> TIME: 2024-06-11 10:05:36 -- STEP: 39/330 -- GLOBAL_STEP: 230600 | > loss_disc: 2.278338670730591 (2.322359445767525) | > loss_disc_real_0: 0.1005927324295044 (0.10631682026462677) | > loss_disc_real_1: 0.1648966521024704 (0.1982332597940396) | > loss_disc_real_2: 0.22358831763267517 (0.2113589120981021) | > loss_disc_real_3: 0.22899770736694336 (0.2284915389922949) | > loss_disc_real_4: 0.2108137309551239 (0.22370974108194694) | > loss_disc_real_5: 0.21885991096496582 (0.216156135002772) | > loss_0: 2.278338670730591 (2.322359445767525) | > grad_norm_0: tensor(6.2798, device='cuda:0') (tensor(9.6941, device='cuda:0')) | > loss_gen: 2.5945136547088623 (2.5134277710547814) | > loss_kl: 1.9246882200241089 (1.8536706918325179) | > loss_feat: 7.624850273132324 (7.141862881489289) | > loss_mel: 17.7160701751709 (18.21392470139723) | > loss_duration: 2.039041042327881 (2.0570922356385455) | > loss_1: 31.8991641998291 (31.779978385338417) | > grad_norm_1: tensor(123.4626, device='cuda:0') (tensor(101.8821, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3628 (0.36821472339141065) | > loader_time: 0.0032 (0.003235162832798102)  --> TIME: 2024-06-11 10:05:45 -- STEP: 64/330 -- GLOBAL_STEP: 230625 | > loss_disc: 2.4346683025360107 (2.343136277049779) | > loss_disc_real_0: 0.08465255796909332 (0.10852071357658133) | > loss_disc_real_1: 0.17088167369365692 (0.20003686752170324) | > loss_disc_real_2: 0.24241943657398224 (0.21356971166096628) | > loss_disc_real_3: 0.21915549039840698 (0.22951916488818824) | > loss_disc_real_4: 0.21996377408504486 (0.2269519215915352) | > loss_disc_real_5: 0.2171737551689148 (0.2194932580459863) | > loss_0: 2.4346683025360107 (2.343136277049779) | > grad_norm_0: tensor(14.4735, device='cuda:0') (tensor(12.1416, device='cuda:0')) | > loss_gen: 2.4606804847717285 (2.4964750073850155) | > loss_kl: 1.8505688905715942 (1.8730139508843422) | > loss_feat: 7.113068580627441 (7.115040481090546) | > loss_mel: 18.586795806884766 (18.198088765144345) | > loss_duration: 2.0214993953704834 (2.03379411995411) | > loss_1: 32.03261184692383 (31.716412514448166) | > grad_norm_1: tensor(156.5616, device='cuda:0') (tensor(133.0528, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.4017 (0.3690972663462162) | > loader_time: 0.0037 (0.0033526718616485596)  --> TIME: 2024-06-11 10:05:55 -- STEP: 89/330 -- GLOBAL_STEP: 230650 | > loss_disc: 2.388772964477539 (2.348533153533935) | > loss_disc_real_0: 0.09370733797550201 (0.11115233102039004) | > loss_disc_real_1: 0.21761202812194824 (0.20066348672582862) | > loss_disc_real_2: 0.22382104396820068 (0.21397152107753112) | > loss_disc_real_3: 0.22840507328510284 (0.22912431700845784) | > loss_disc_real_4: 0.23026198148727417 (0.2275318071413576) | > loss_disc_real_5: 0.20577044785022736 (0.21947813703772728) | > loss_0: 2.388772964477539 (2.348533153533935) | > grad_norm_0: tensor(30.2086, device='cuda:0') (tensor(14.4156, device='cuda:0')) | > loss_gen: 2.3524270057678223 (2.4929078321778375) | > loss_kl: 1.927120566368103 (1.885148134124413) | > loss_feat: 6.838266849517822 (7.089008470599571) | > loss_mel: 17.53123664855957 (18.097058478366126) | > loss_duration: 2.0549440383911133 (2.024417332049167) | > loss_1: 30.703994750976562 (31.588540323664635) | > grad_norm_1: tensor(367.9848, device='cuda:0') (tensor(166.5050, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3952 (0.37250729357258655) | > loader_time: 0.0042 (0.003459922383340557)  --> TIME: 2024-06-11 10:06:04 -- STEP: 114/330 -- GLOBAL_STEP: 230675 | > loss_disc: 2.333071231842041 (2.3408567528975626) | > loss_disc_real_0: 0.10443038493394852 (0.11055528591468669) | > loss_disc_real_1: 0.1820899099111557 (0.20000604500896052) | > loss_disc_real_2: 0.2336435168981552 (0.2141698168819411) | > loss_disc_real_3: 0.21049311757087708 (0.22839472325224625) | > loss_disc_real_4: 0.21508753299713135 (0.2268441733822488) | > loss_disc_real_5: 0.22154037654399872 (0.21861633096347777) | > loss_0: 2.333071231842041 (2.3408567528975626) | > grad_norm_0: tensor(14.2020, device='cuda:0') (tensor(16.8773, device='cuda:0')) | > loss_gen: 2.6851754188537598 (2.5051144403323784) | > loss_kl: 1.8628803491592407 (1.8979152336455227) | > loss_feat: 7.512770652770996 (7.120115250871892) | > loss_mel: 18.01471710205078 (18.07809448242188) | > loss_duration: 2.044037342071533 (2.024922838336544) | > loss_1: 32.11958312988281 (31.626162361680414) | > grad_norm_1: tensor(356.2601, device='cuda:0') (tensor(190.2902, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3671 (0.3735991005311933) | > loader_time: 0.0042 (0.003584548046714381)  --> TIME: 2024-06-11 10:06:14 -- STEP: 139/330 -- GLOBAL_STEP: 230700 | > loss_disc: 2.45859694480896 (2.338725060867748) | > loss_disc_real_0: 0.11150191724300385 (0.10999771601540578) | > loss_disc_real_1: 0.19529297947883606 (0.20017894255600388) | > loss_disc_real_2: 0.2350543737411499 (0.2132711656016411) | > loss_disc_real_3: 0.24836622178554535 (0.22838849858414356) | > loss_disc_real_4: 0.23965536057949066 (0.22638836342224972) | > loss_disc_real_5: 0.24031805992126465 (0.21917836100077456) | > loss_0: 2.45859694480896 (2.338725060867748) | > grad_norm_0: tensor(56.6487, device='cuda:0') (tensor(18.0517, device='cuda:0')) | > loss_gen: 2.5174379348754883 (2.519137785589094) | > loss_kl: 1.9320155382156372 (1.8983550054563894) | > loss_feat: 7.955163955688477 (7.156394536546666) | > loss_mel: 18.0157470703125 (18.1018820014789) | > loss_duration: 2.081361770629883 (2.028868293590683) | > loss_1: 32.50172424316406 (31.704637705850946) | > grad_norm_1: tensor(346.1292, device='cuda:0') (tensor(204.3781, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3979 (0.37572703258596735) | > loader_time: 0.0048 (0.003720981611622323)  --> TIME: 2024-06-11 10:06:24 -- STEP: 164/330 -- GLOBAL_STEP: 230725 | > loss_disc: 2.419919013977051 (2.337961143109855) | > loss_disc_real_0: 0.15613684058189392 (0.11100421580145271) | > loss_disc_real_1: 0.23244738578796387 (0.20066975229760495) | > loss_disc_real_2: 0.19463206827640533 (0.21350641485031055) | > loss_disc_real_3: 0.23348574340343475 (0.22819574631568862) | > loss_disc_real_4: 0.21345821022987366 (0.2262804686296277) | > loss_disc_real_5: 0.20769505202770233 (0.21890902319332448) | > loss_0: 2.419919013977051 (2.337961143109855) | > grad_norm_0: tensor(82.5252, device='cuda:0') (tensor(21.7444, device='cuda:0')) | > loss_gen: 2.424921989440918 (2.5274320564618917) | > loss_kl: 1.9697684049606323 (1.8986314273462064) | > loss_feat: 7.0315141677856445 (7.176891841539523) | > loss_mel: 17.67243194580078 (18.09064551097591) | > loss_duration: 2.1051766872406006 (2.0311994349084257) | > loss_1: 31.203813552856445 (31.72480038898747) | > grad_norm_1: tensor(355.4787, device='cuda:0') (tensor(231.4956, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3847 (0.37757659249189424) | > loader_time: 0.0041 (0.003815703275727063)  --> TIME: 2024-06-11 10:06:34 -- STEP: 189/330 -- GLOBAL_STEP: 230750 | > loss_disc: 2.434323787689209 (2.34436751925756) | > loss_disc_real_0: 0.23423047363758087 (0.11299330888996048) | > loss_disc_real_1: 0.17030170559883118 (0.20021087680228802) | > loss_disc_real_2: 0.2254360467195511 (0.2133523977938152) | > loss_disc_real_3: 0.2259024679660797 (0.22829466167265777) | > loss_disc_real_4: 0.22813385725021362 (0.22651378368889843) | > loss_disc_real_5: 0.19335103034973145 (0.22016764475555017) | > loss_0: 2.434323787689209 (2.34436751925756) | > grad_norm_0: tensor(93.1986, device='cuda:0') (tensor(24.9095, device='cuda:0')) | > loss_gen: 2.5189452171325684 (2.5281653139326297) | > loss_kl: 1.8076164722442627 (1.9029006548028775) | > loss_feat: 6.705502986907959 (7.163680195177673) | > loss_mel: 17.887720108032227 (18.064223082608013) | > loss_duration: 2.0826261043548584 (2.0374393273913673) | > loss_1: 31.002412796020508 (31.6964087006907) | > grad_norm_1: tensor(165.4331, device='cuda:0') (tensor(250.2175, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.3889 (0.3801085557887162) | > loader_time: 0.0053 (0.003915732499783632)  --> TIME: 2024-06-11 10:06:44 -- STEP: 214/330 -- GLOBAL_STEP: 230775 | > loss_disc: 2.5453813076019287 (2.3497413586233247) | > loss_disc_real_0: 0.23530685901641846 (0.11579587218290735) | > loss_disc_real_1: 0.23862577974796295 (0.2011685686830048) | > loss_disc_real_2: 0.23914283514022827 (0.21333324254673214) | > loss_disc_real_3: 0.22261391580104828 (0.22857006353752635) | > loss_disc_real_4: 0.19101423025131226 (0.22599683186718236) | > loss_disc_real_5: 0.2510824501514435 (0.22010098926931898) | > loss_0: 2.5453813076019287 (2.3497413586233247) | > grad_norm_0: tensor(14.9941, device='cuda:0') (tensor(26.1870, device='cuda:0')) | > loss_gen: 2.3522708415985107 (2.525348704551981) | > loss_kl: 1.78970468044281 (1.9044150765811172) | > loss_feat: 6.1623759269714355 (7.174086711117041) | > loss_mel: 18.10732078552246 (18.040782260003496) | > loss_duration: 2.130727767944336 (2.0438417508223345) | > loss_1: 30.542400360107422 (31.688474672977055) | > grad_norm_1: tensor(291.0490, device='cuda:0') (tensor(263.8031, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.4094 (0.38238702310579953) | > loader_time: 0.0048 (0.0040484165476861395)  --> TIME: 2024-06-11 10:06:55 -- STEP: 239/330 -- GLOBAL_STEP: 230800 | > loss_disc: 2.336974620819092 (2.351623587029747) | > loss_disc_real_0: 0.10787616670131683 (0.1164078607562945) | > loss_disc_real_1: 0.19434066116809845 (0.20092997584632252) | > loss_disc_real_2: 0.20111481845378876 (0.2131035644638987) | > loss_disc_real_3: 0.2430252879858017 (0.22834292821056174) | > loss_disc_real_4: 0.24563807249069214 (0.22618679440420542) | > loss_disc_real_5: 0.2549801766872406 (0.22037025419488612) | > loss_0: 2.336974620819092 (2.351623587029747) | > grad_norm_0: tensor(6.2923, device='cuda:0') (tensor(27.7797, device='cuda:0')) | > loss_gen: 2.606985330581665 (2.5190150099319384) | > loss_kl: 1.899230718612671 (1.9040815501033512) | > loss_feat: 7.9611687660217285 (7.153447003544125) | > loss_mel: 18.982437133789062 (18.015627090901013) | > loss_duration: 2.083805561065674 (2.051723152024976) | > loss_1: 33.533626556396484 (31.643893964121034) | > grad_norm_1: tensor(65.5735, device='cuda:0') (tensor(274.3595, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.4088 (0.3857467842900104) | > loader_time: 0.0049 (0.004168146324955769)  --> TIME: 2024-06-11 10:07:06 -- STEP: 264/330 -- GLOBAL_STEP: 230825 | > loss_disc: 2.3993725776672363 (2.3561036613854487) | > loss_disc_real_0: 0.08449558168649673 (0.11722426146099513) | > loss_disc_real_1: 0.20374444127082825 (0.2013559078967029) | > loss_disc_real_2: 0.2196592539548874 (0.21347102438184345) | > loss_disc_real_3: 0.2225995659828186 (0.22894369878552176) | > loss_disc_real_4: 0.22903375327587128 (0.22723555824521816) | > loss_disc_real_5: 0.21872326731681824 (0.2207987750457092) | > loss_0: 2.3993725776672363 (2.3561036613854487) | > grad_norm_0: tensor(18.4126, device='cuda:0') (tensor(27.8501, device='cuda:0')) | > loss_gen: 2.537553310394287 (2.51488201004086) | > loss_kl: 1.9316035509109497 (1.9073058628674708) | > loss_feat: 7.588747978210449 (7.163003348942959) | > loss_mel: 18.259899139404297 (17.982475251862496) | > loss_duration: 2.1656343936920166 (2.058885195038535) | > loss_1: 32.48344039916992 (31.62655179428332) | > grad_norm_1: tensor(439.1390, device='cuda:0') (tensor(281.9790, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.4235 (0.38974992795424024) | > loader_time: 0.0067 (0.004299043705969146)  --> TIME: 2024-06-11 10:07:18 -- STEP: 289/330 -- GLOBAL_STEP: 230850 | > loss_disc: 2.4224324226379395 (2.357521369795485) | > loss_disc_real_0: 0.14371535181999207 (0.1178570057822965) | > loss_disc_real_1: 0.21394068002700806 (0.2015252600079176) | > loss_disc_real_2: 0.2629029154777527 (0.21398520335606633) | > loss_disc_real_3: 0.2535373866558075 (0.22870517411240243) | > loss_disc_real_4: 0.24167902767658234 (0.2271135183869761) | > loss_disc_real_5: 0.25058144330978394 (0.22103108847223762) | > loss_0: 2.4224324226379395 (2.357521369795485) | > grad_norm_0: tensor(83.2220, device='cuda:0') (tensor(29.7547, device='cuda:0')) | > loss_gen: 2.5233054161071777 (2.512841586010679) | > loss_kl: 1.7403689622879028 (1.9077981128824624) | > loss_feat: 6.9235053062438965 (7.159028181980226) | > loss_mel: 17.165973663330078 (17.92615140763121) | > loss_duration: 2.2216877937316895 (2.068129125350899) | > loss_1: 30.57484245300293 (31.573948540077076) | > grad_norm_1: tensor(504.6055, device='cuda:0') (tensor(296.2254, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.4736 (0.39509257478285) | > loader_time: 0.0072 (0.0044529660762800075)  --> TIME: 2024-06-11 10:07:30 -- STEP: 314/330 -- GLOBAL_STEP: 230875 | > loss_disc: 2.511634588241577 (2.3605662660234286) | > loss_disc_real_0: 0.21273386478424072 (0.11923536324909159) | > loss_disc_real_1: 0.2540307343006134 (0.2016337482128173) | > loss_disc_real_2: 0.22140897810459137 (0.21410912555304298) | > loss_disc_real_3: 0.22328142821788788 (0.22889409498993757) | > loss_disc_real_4: 0.2623673379421234 (0.2271805431242961) | > loss_disc_real_5: 0.22030353546142578 (0.22120428365317119) | > loss_0: 2.511634588241577 (2.3605662660234286) | > grad_norm_0: tensor(93.3725, device='cuda:0') (tensor(31.8163, device='cuda:0')) | > loss_gen: 2.4596288204193115 (2.5126559377475908) | > loss_kl: 1.8627886772155762 (1.9084465051912198) | > loss_feat: 7.279420852661133 (7.173283827532629) | > loss_mel: 17.004207611083984 (17.890677476384845) | > loss_duration: 2.2483248710632324 (2.0805955517823516) | > loss_1: 30.854372024536133 (31.56565944404359) | > grad_norm_1: tensor(480.5530, device='cuda:0') (tensor(308.3503, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.5414 (0.403237547844079) | > loader_time: 0.0078 (0.004662389208556742)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.626178503036499 (2.626178503036499) | > loss_disc_real_0: 0.13557104766368866 (0.13557104766368866) | > loss_disc_real_1: 0.16846448183059692 (0.16846448183059692) | > loss_disc_real_2: 0.29839685559272766 (0.29839685559272766) | > loss_disc_real_3: 0.3070432245731354 (0.3070432245731354) | > loss_disc_real_4: 0.29694342613220215 (0.29694342613220215) | > loss_disc_real_5: 0.26392075419425964 (0.26392075419425964) | > loss_0: 2.626178503036499 (2.626178503036499) | > loss_gen: 2.3026058673858643 (2.3026058673858643) | > loss_kl: 2.067203998565674 (2.067203998565674) | > loss_feat: 5.530923843383789 (5.530923843383789) | > loss_mel: 14.337530136108398 (14.337530136108398) | > loss_duration: 2.962639093399048 (2.962639093399048) | > loss_1: 27.200902938842773 (27.200902938842773)  --> STEP: 1 | > loss_disc: 2.4465489387512207 (2.4465489387512207) | > loss_disc_real_0: 0.09665058553218842 (0.09665058553218842) | > loss_disc_real_1: 0.14861224591732025 (0.14861224591732025) | > loss_disc_real_2: 0.19297859072685242 (0.19297859072685242) | > loss_disc_real_3: 0.26699528098106384 (0.26699528098106384) | > loss_disc_real_4: 0.26918289065361023 (0.26918289065361023) | > loss_disc_real_5: 0.28174498677253723 (0.28174498677253723) | > loss_0: 2.4465489387512207 (2.4465489387512207) | > loss_gen: 2.1468605995178223 (2.1468605995178223) | > loss_kl: 2.304898500442505 (2.304898500442505) | > loss_feat: 5.508530139923096 (5.508530139923096) | > loss_mel: 17.757360458374023 (17.757360458374023) | > loss_duration: 2.5493874549865723 (2.5493874549865723) | > loss_1: 30.26703643798828 (30.26703643798828)  --> STEP: 2 | > loss_disc: 2.3349881172180176 (2.390768527984619) | > loss_disc_real_0: 0.09169398248195648 (0.09417228400707245) | > loss_disc_real_1: 0.1852918416261673 (0.16695204377174377) | > loss_disc_real_2: 0.21442469954490662 (0.20370164513587952) | > loss_disc_real_3: 0.2898831367492676 (0.2784392088651657) | > loss_disc_real_4: 0.3490378260612488 (0.3091103583574295) | > loss_disc_real_5: 0.3053448796272278 (0.2935449331998825) | > loss_0: 2.3349881172180176 (2.390768527984619) | > loss_gen: 2.773059368133545 (2.4599599838256836) | > loss_kl: 3.0617785453796387 (2.6833385229110718) | > loss_feat: 6.322149753570557 (5.915339946746826) | > loss_mel: 18.538869857788086 (18.148115158081055) | > loss_duration: 2.453784942626953 (2.5015861988067627) | > loss_1: 33.14964294433594 (31.70833969116211)  --> STEP: 3 | > loss_disc: 1.8259683847427368 (2.202501813570658) | > loss_disc_real_0: 0.08218324184417725 (0.09017593661944072) | > loss_disc_real_1: 0.2175191193819046 (0.1838077356417974) | > loss_disc_real_2: 0.21380673348903656 (0.2070700079202652) | > loss_disc_real_3: 0.17658105492591858 (0.24448649088541666) | > loss_disc_real_4: 0.2291042059659958 (0.2824416408936183) | > loss_disc_real_5: 0.18359112739562988 (0.25689366459846497) | > loss_0: 1.8259683847427368 (2.202501813570658) | > loss_gen: 3.1078498363494873 (2.6759232680002847) | > loss_kl: 3.2299818992614746 (2.8655529816945395) | > loss_feat: 8.324098587036133 (6.718259493509929) | > loss_mel: 18.40760040283203 (18.234610239664715) | > loss_duration: 2.2782840728759766 (2.427152156829834) | > loss_1: 35.347816467285156 (32.92149861653646)  --> STEP: 4 | > loss_disc: 2.3761038780212402 (2.245902329683304) | > loss_disc_real_0: 0.1017516702413559 (0.09306987002491951) | > loss_disc_real_1: 0.19707176089286804 (0.18712374195456505) | > loss_disc_real_2: 0.20155537128448486 (0.20569134876132011) | > loss_disc_real_3: 0.2688291668891907 (0.25057215988636017) | > loss_disc_real_4: 0.24500690400600433 (0.2730829566717148) | > loss_disc_real_5: 0.2112094610929489 (0.24547261372208595) | > loss_0: 2.3761038780212402 (2.245902329683304) | > loss_gen: 2.3759167194366455 (2.600921630859375) | > loss_kl: 2.3423807621002197 (2.7347599267959595) | > loss_feat: 7.356546878814697 (6.877831339836121) | > loss_mel: 18.485605239868164 (18.297358989715576) | > loss_duration: 2.323486089706421 (2.4012356400489807) | > loss_1: 32.883934020996094 (32.91210746765137)  --> STEP: 5 | > loss_disc: 2.1591110229492188 (2.228544068336487) | > loss_disc_real_0: 0.1435137689113617 (0.10315864980220794) | > loss_disc_real_1: 0.16517668962478638 (0.18273433148860932) | > loss_disc_real_2: 0.26504793763160706 (0.2175626665353775) | > loss_disc_real_3: 0.2615697979927063 (0.2527716875076294) | > loss_disc_real_4: 0.2281358391046524 (0.2640935331583023) | > loss_disc_real_5: 0.28788119554519653 (0.2539543300867081) | > loss_0: 2.1591110229492188 (2.228544068336487) | > loss_gen: 3.0815818309783936 (2.6970536708831787) | > loss_kl: 2.317007541656494 (2.6512094497680665) | > loss_feat: 6.369545936584473 (6.776174259185791) | > loss_mel: 19.751174926757812 (18.588122177124024) | > loss_duration: 2.2705979347229004 (2.3751080989837647) | > loss_1: 33.78990936279297 (33.087667846679686)  --> STEP: 6 | > loss_disc: 2.3065457344055176 (2.2415443460146585) | > loss_disc_real_0: 0.10112174600362778 (0.10281916583577792) | > loss_disc_real_1: 0.12463150918483734 (0.173050527771314) | > loss_disc_real_2: 0.21834394335746765 (0.2176928793390592) | > loss_disc_real_3: 0.2729896008968353 (0.2561413397391637) | > loss_disc_real_4: 0.2926614582538605 (0.268854854007562) | > loss_disc_real_5: 0.29434165358543396 (0.26068555066982907) | > loss_0: 2.3065457344055176 (2.2415443460146585) | > loss_gen: 2.611293315887451 (2.6827602783838906) | > loss_kl: 2.7139148712158203 (2.661660353342692) | > loss_feat: 6.468514919281006 (6.724897702534993) | > loss_mel: 19.48112678527832 (18.736956278483074) | > loss_duration: 2.1672234535217285 (2.3404606580734253) | > loss_1: 33.442073822021484 (33.146735509236656)  --> STEP: 7 | > loss_disc: 2.2528536319732666 (2.2431599582944597) | > loss_disc_real_0: 0.08795089274644852 (0.10069512682301658) | > loss_disc_real_1: 0.19554008543491364 (0.1762633217232568) | > loss_disc_real_2: 0.2764340937137604 (0.22608448139258794) | > loss_disc_real_3: 0.2833443582057953 (0.2600274852343968) | > loss_disc_real_4: 0.21209384500980377 (0.26074613843645367) | > loss_disc_real_5: 0.17375622689723969 (0.24826707584517343) | > loss_0: 2.2528536319732666 (2.2431599582944597) | > loss_gen: 2.537386417388916 (2.6619925839560374) | > loss_kl: 3.6342713832855225 (2.8006047861916676) | > loss_feat: 6.95195198059082 (6.75733402797154) | > loss_mel: 18.606016159057617 (18.71825054713658) | > loss_duration: 2.533961296081543 (2.3681036063602994) | > loss_1: 34.263587951660156 (33.3062858581543)  --> STEP: 8 | > loss_disc: 2.153944969177246 (2.232008084654808) | > loss_disc_real_0: 0.09258615970611572 (0.09968150593340397) | > loss_disc_real_1: 0.18154124915599823 (0.17692306265234947) | > loss_disc_real_2: 0.18552365899085999 (0.22101437859237194) | > loss_disc_real_3: 0.25463029742240906 (0.25935283675789833) | > loss_disc_real_4: 0.260716050863266 (0.2607423774898052) | > loss_disc_real_5: 0.22272196412086487 (0.24507393687963486) | > loss_0: 2.153944969177246 (2.232008084654808) | > loss_gen: 2.9819445610046387 (2.7019865810871124) | > loss_kl: 2.492689847946167 (2.7621154189109802) | > loss_feat: 10.36488151550293 (7.208277463912964) | > loss_mel: 20.786365509033203 (18.976764917373657) | > loss_duration: 2.2220616340637207 (2.349848359823227) | > loss_1: 38.84794235229492 (33.998992919921875)  --> STEP: 9 | > loss_disc: 2.470064163208008 (2.258458760049608) | > loss_disc_real_0: 0.21838968992233276 (0.11287130415439606) | > loss_disc_real_1: 0.2169760912656784 (0.18137339916494158) | > loss_disc_real_2: 0.23279085755348206 (0.2223228762547175) | > loss_disc_real_3: 0.19074313342571259 (0.2517295363876555) | > loss_disc_real_4: 0.25461310148239136 (0.2600613468223148) | > loss_disc_real_5: 0.2727879285812378 (0.24815326929092407) | > loss_0: 2.470064163208008 (2.258458760049608) | > loss_gen: 2.3926308155059814 (2.6676137182447643) | > loss_kl: 2.268458843231201 (2.707264688279894) | > loss_feat: 8.55272102355957 (7.357660081651476) | > loss_mel: 18.412403106689453 (18.914058049519856) | > loss_duration: 2.1452388763427734 (2.327113972769843) | > loss_1: 33.771453857421875 (33.97371080186632)  --> STEP: 10 | > loss_disc: 2.491852045059204 (2.2817980885505675) | > loss_disc_real_0: 0.2133687436580658 (0.12292104810476304) | > loss_disc_real_1: 0.2081056535243988 (0.1840466246008873) | > loss_disc_real_2: 0.3069937527179718 (0.23078996390104295) | > loss_disc_real_3: 0.26429682970046997 (0.2529862657189369) | > loss_disc_real_4: 0.22966043651103973 (0.2570212557911873) | > loss_disc_real_5: 0.22621497511863708 (0.24595943987369537) | > loss_0: 2.491852045059204 (2.2817980885505675) | > loss_gen: 2.443298101425171 (2.645182156562805) | > loss_kl: 2.4331254959106445 (2.679850769042969) | > loss_feat: 5.450773239135742 (7.1669713973999025) | > loss_mel: 18.107524871826172 (18.833404731750488) | > loss_duration: 2.370617389678955 (2.3314643144607543) | > loss_1: 30.805339813232422 (33.65687370300293)  --> STEP: 11 | > loss_disc: 2.209883213043213 (2.2752603725953535) | > loss_disc_real_0: 0.10812915861606598 (0.12157633087851784) | > loss_disc_real_1: 0.15747825801372528 (0.18163131854750894) | > loss_disc_real_2: 0.19037048518657684 (0.22711546583609146) | > loss_disc_real_3: 0.23524436354637146 (0.25137336552143097) | > loss_disc_real_4: 0.2749704122543335 (0.2586529972878369) | > loss_disc_real_5: 0.26153814792633057 (0.24737568606029858) | > loss_0: 2.209883213043213 (2.2752603725953535) | > loss_gen: 2.761849880218506 (2.655788313258778) | > loss_kl: 3.0528736114501953 (2.7137619365345347) | > loss_feat: 8.8043851852417 (7.315827196294611) | > loss_mel: 18.56545066833496 (18.809045271439985) | > loss_duration: 2.4298696517944336 (2.340410254218362) | > loss_1: 35.61442947387695 (33.83483331853693)  --> STEP: 12 | > loss_disc: 2.34439754486084 (2.2810218036174774) | > loss_disc_real_0: 0.12585961818695068 (0.12193327148755391) | > loss_disc_real_1: 0.1902134120464325 (0.18234649300575256) | > loss_disc_real_2: 0.27942153811454773 (0.2314743051926295) | > loss_disc_real_3: 0.2559671103954315 (0.25175617759426433) | > loss_disc_real_4: 0.2927711308002472 (0.26149617508053774) | > loss_disc_real_5: 0.24222208559513092 (0.24694621935486794) | > loss_0: 2.34439754486084 (2.2810218036174774) | > loss_gen: 2.7045116424560547 (2.6598485906918845) | > loss_kl: 2.3035988807678223 (2.6795816818873086) | > loss_feat: 7.655119895935059 (7.344101587931315) | > loss_mel: 18.31536102294922 (18.76790491739909) | > loss_duration: 2.282071113586426 (2.3355486591657004) | > loss_1: 33.26066207885742 (33.78698571523031)  --> STEP: 13 | > loss_disc: 2.283261299133301 (2.28119407250331) | > loss_disc_real_0: 0.10333344340324402 (0.12050251548106854) | > loss_disc_real_1: 0.1911519467830658 (0.18302383560400742) | > loss_disc_real_2: 0.2438139021396637 (0.23242350495778596) | > loss_disc_real_3: 0.289699524641037 (0.25467489659786224) | > loss_disc_real_4: 0.2142575979232788 (0.2578624383761332) | > loss_disc_real_5: 0.17800743877887726 (0.24164323623363787) | > loss_0: 2.283261299133301 (2.28119407250331) | > loss_gen: 2.5827713012695312 (2.6539195684286265) | > loss_kl: 3.406400203704834 (2.7354907989501953) | > loss_feat: 7.097631454467773 (7.3251423468956585) | > loss_mel: 17.349573135375977 (18.65880247262808) | > loss_duration: 2.2603068351745605 (2.3297608265509973) | > loss_1: 32.69668197631836 (33.70311619685246)  --> STEP: 14 | > loss_disc: 2.625523090362549 (2.3057890023503984) | > loss_disc_real_0: 0.1540299355983734 (0.12289733120373317) | > loss_disc_real_1: 0.22289691865444183 (0.18587191296475275) | > loss_disc_real_2: 0.23133881390094757 (0.23234602702515467) | > loss_disc_real_3: 0.2796991467475891 (0.25646234303712845) | > loss_disc_real_4: 0.2461012452840805 (0.2570223531552723) | > loss_disc_real_5: 0.3071496784687042 (0.2463222678218569) | > loss_0: 2.625523090362549 (2.3057890023503984) | > loss_gen: 2.249875068664551 (2.6250592470169067) | > loss_kl: 3.4872801303863525 (2.789190036909921) | > loss_feat: 5.749824047088623 (7.212619611195156) | > loss_mel: 18.237998962402344 (18.628745079040527) | > loss_duration: 2.370043992996216 (2.3326381955827986) | > loss_1: 32.09502410888672 (33.58825247628348)  --> STEP: 15 | > loss_disc: 2.367962598800659 (2.309933908780416) | > loss_disc_real_0: 0.13061587512493134 (0.12341190079847972) | > loss_disc_real_1: 0.19478051364421844 (0.18646581967671713) | > loss_disc_real_2: 0.21644598245620728 (0.2312860240538915) | > loss_disc_real_3: 0.2261837273836136 (0.25444376866022744) | > loss_disc_real_4: 0.20479221642017365 (0.253540344039599) | > loss_disc_real_5: 0.17000049352645874 (0.24123414953549702) | > loss_0: 2.367962598800659 (2.309933908780416) | > loss_gen: 2.1543712615966797 (2.5936800479888915) | > loss_kl: 2.895824670791626 (2.7962990125020344) | > loss_feat: 6.909502983093262 (7.192411835988363) | > loss_mel: 17.576627731323242 (18.558603922526043) | > loss_duration: 2.3560476303100586 (2.334198824564616) | > loss_1: 31.892372131347656 (33.47519378662109)  --> STEP: 16 | > loss_disc: 2.361600399017334 (2.3131630644202232) | > loss_disc_real_0: 0.08100380748510361 (0.12076139496639371) | > loss_disc_real_1: 0.2649310231208801 (0.1913698948919773) | > loss_disc_real_2: 0.19720567762851715 (0.2291560024023056) | > loss_disc_real_3: 0.26240718364715576 (0.2549414820969105) | > loss_disc_real_4: 0.23988179862499237 (0.25268668495118607) | > loss_disc_real_5: 0.17893590033054352 (0.23734050896018744) | > loss_0: 2.361600399017334 (2.3131630644202232) | > loss_gen: 2.270780324935913 (2.5734988152980804) | > loss_kl: 2.7634990215301514 (2.794249013066292) | > loss_feat: 6.61276388168335 (7.156183838844299) | > loss_mel: 17.770545959472656 (18.509350299835205) | > loss_duration: 2.327462911605835 (2.333777830004692) | > loss_1: 31.745052337646484 (33.36705994606018)  --> STEP: 17 | > loss_disc: 2.2934160232543945 (2.31200147376341) | > loss_disc_real_0: 0.17294344305992126 (0.12383092720718945) | > loss_disc_real_1: 0.17706111073493958 (0.19052820170626922) | > loss_disc_real_2: 0.2784336507320404 (0.23205468759817235) | > loss_disc_real_3: 0.27914920449256897 (0.25636546576724334) | > loss_disc_real_4: 0.223390594124794 (0.25096338549081004) | > loss_disc_real_5: 0.24439966678619385 (0.23775575353818781) | > loss_0: 2.2934160232543945 (2.31200147376341) | > loss_gen: 2.618800640106201 (2.5761636285220875) | > loss_kl: 1.8513058423995972 (2.7387817677329567) | > loss_feat: 7.721743583679199 (7.189452059128705) | > loss_mel: 17.78821563720703 (18.466930613798255) | > loss_duration: 2.4004640579223633 (2.3377005492939666) | > loss_1: 32.380531311035156 (33.30902884988224)  --> STEP: 18 | > loss_disc: 2.277792453765869 (2.3101009726524353) | > loss_disc_real_0: 0.11995382606983185 (0.12361553269955847) | > loss_disc_real_1: 0.15342466533184052 (0.18846689412991205) | > loss_disc_real_2: 0.15328091382980347 (0.22767836683326298) | > loss_disc_real_3: 0.2581942081451416 (0.2564670625660155) | > loss_disc_real_4: 0.24012227356433868 (0.250361101494895) | > loss_disc_real_5: 0.23535765707492828 (0.23762252595689562) | > loss_0: 2.277792453765869 (2.3101009726524353) | > loss_gen: 2.6930205821990967 (2.5826556815041437) | > loss_kl: 2.870328426361084 (2.7460899154345193) | > loss_feat: 9.534185409545898 (7.3197150230407715) | > loss_mel: 17.51317596435547 (18.413944244384766) | > loss_duration: 2.288524627685547 (2.3349685536490545) | > loss_1: 34.899234771728516 (33.397373623318146)  --> STEP: 19 | > loss_disc: 2.469019651412964 (2.3184651136398315) | > loss_disc_real_0: 0.10329761356115341 (0.12254616853437926) | > loss_disc_real_1: 0.17825990915298462 (0.18792968439428429) | > loss_disc_real_2: 0.1725883036851883 (0.22477888982546956) | > loss_disc_real_3: 0.24683430790901184 (0.2559600754788047) | > loss_disc_real_4: 0.20727242529392242 (0.2480932764316859) | > loss_disc_real_5: 0.2504422962665558 (0.23829725071003563) | > loss_0: 2.469019651412964 (2.3184651136398315) | > loss_gen: 2.1672518253326416 (2.560792320653012) | > loss_kl: 1.8561856746673584 (2.6992528501309847) | > loss_feat: 8.696280479431152 (7.3921658365350025) | > loss_mel: 17.659318923950195 (18.37422712225663) | > loss_duration: 2.3037102222442627 (2.3333233783119605) | > loss_1: 32.68274688720703 (33.359761689838614)  --> STEP: 20 | > loss_disc: 2.4182662963867188 (2.3234551727771757) | > loss_disc_real_0: 0.1524517983198166 (0.12404145002365112) | > loss_disc_real_1: 0.15525469183921814 (0.18629593476653097) | > loss_disc_real_2: 0.23397499322891235 (0.2252386949956417) | > loss_disc_real_3: 0.24994370341300964 (0.255659256875515) | > loss_disc_real_4: 0.24756209552288055 (0.24806671738624564) | > loss_disc_real_5: 0.3003430962562561 (0.24139954298734664) | > loss_0: 2.4182662963867188 (2.3234551727771757) | > loss_gen: 2.5770061016082764 (2.561603009700775) | > loss_kl: 1.8559471368789673 (2.657087564468384) | > loss_feat: 7.603161811828613 (7.402715635299683) | > loss_mel: 19.127222061157227 (18.41187686920166) | > loss_duration: 2.3072333335876465 (2.3320188760757445) | > loss_1: 33.4705696105957 (33.36530208587647)  --> STEP: 21 | > loss_disc: 2.3561878204345703 (2.3250138702846708) | > loss_disc_real_0: 0.1333465576171875 (0.1244845503852481) | > loss_disc_real_1: 0.28344330191612244 (0.1909219998688925) | > loss_disc_real_2: 0.2761605978012085 (0.22766354751019252) | > loss_disc_real_3: 0.25849905610084534 (0.2557944854100545) | > loss_disc_real_4: 0.2041424661874771 (0.24597508637678048) | > loss_disc_real_5: 0.17647594213485718 (0.23830794294675192) | > loss_0: 2.3561878204345703 (2.3250138702846708) | > loss_gen: 2.385584592819214 (2.5532211803254627) | > loss_kl: 1.8818063735961914 (2.620169412522089) | > loss_feat: 4.626641273498535 (7.270521618071056) | > loss_mel: 16.67617416381836 (18.329224359421502) | > loss_duration: 2.1773762702941895 (2.3246549424670993) | > loss_1: 27.747581481933594 (33.09779158092681)  --> STEP: 22 | > loss_disc: 2.1663854122161865 (2.3178034858270125) | > loss_disc_real_0: 0.10680224001407623 (0.12368080900474028) | > loss_disc_real_1: 0.20763741433620453 (0.1916817914355885) | > loss_disc_real_2: 0.1577909141778946 (0.22448751872236078) | > loss_disc_real_3: 0.23426063358783722 (0.2548156739635901) | > loss_disc_real_4: 0.26025429368019104 (0.24662414125420823) | > loss_disc_real_5: 0.25384649634361267 (0.2390142408284274) | > loss_0: 2.1663854122161865 (2.3178034858270125) | > loss_gen: 2.6143081188201904 (2.55599785934795) | > loss_kl: 2.1409316062927246 (2.5983858758753) | > loss_feat: 7.637479305267334 (7.287201512943614) | > loss_mel: 19.613313674926758 (18.387592055580832) | > loss_duration: 2.166551113128662 (2.3174684047698975) | > loss_1: 34.17258071899414 (33.14664563265714)  --> STEP: 23 | > loss_disc: 2.0513851642608643 (2.306220080541528) | > loss_disc_real_0: 0.0896768569946289 (0.12220237630864848) | > loss_disc_real_1: 0.12068727612495422 (0.1885950733786044) | > loss_disc_real_2: 0.24453884363174438 (0.22535931545755136) | > loss_disc_real_3: 0.24121689796447754 (0.2542244228331939) | > loss_disc_real_4: 0.2086183726787567 (0.24497171653353642) | > loss_disc_real_5: 0.21991437673568726 (0.23818381195483002) | > loss_0: 2.0513851642608643 (2.306220080541528) | > loss_gen: 2.7328264713287354 (2.563686059868854) | > loss_kl: 2.226407766342163 (2.58221291459125) | > loss_feat: 8.596898078918457 (7.344144841899043) | > loss_mel: 18.649660110473633 (18.398986318837043) | > loss_duration: 2.240720748901367 (2.314131550166918) | > loss_1: 34.446510314941406 (33.203161488408625)  --> STEP: 24 | > loss_disc: 2.1408398151397705 (2.299329236149788) | > loss_disc_real_0: 0.09441899508237839 (0.12104473542422056) | > loss_disc_real_1: 0.1310221403837204 (0.18619620117048422) | > loss_disc_real_2: 0.2896725535392761 (0.22803903371095657) | > loss_disc_real_3: 0.2389499992132187 (0.2535879885156949) | > loss_disc_real_4: 0.21050049364566803 (0.24353541557987524) | > loss_disc_real_5: 0.19050461053848267 (0.2361971785624822) | > loss_0: 2.1408398151397705 (2.299329236149788) | > loss_gen: 2.593581438064575 (2.564931700627009) | > loss_kl: 2.5306782722473145 (2.580065637826919) | > loss_feat: 7.340868949890137 (7.344008346398671) | > loss_mel: 18.276731491088867 (18.39389236768087) | > loss_duration: 2.3756117820739746 (2.3166932264963784) | > loss_1: 33.11747360229492 (33.19959115982056)  --> STEP: 25 | > loss_disc: 2.301683187484741 (2.299423394203186) | > loss_disc_real_0: 0.14993157982826233 (0.12220020920038223) | > loss_disc_real_1: 0.19894786179065704 (0.18670626759529113) | > loss_disc_real_2: 0.2238388955593109 (0.22787102818489074) | > loss_disc_real_3: 0.2324841469526291 (0.2527438348531723) | > loss_disc_real_4: 0.20872890949249268 (0.24214315533637992) | > loss_disc_real_5: 0.2510519027709961 (0.23679136753082275) | > loss_0: 2.301683187484741 (2.299423394203186) | > loss_gen: 2.520963430404663 (2.5631729698181154) | > loss_kl: 2.086702823638916 (2.560331125259399) | > loss_feat: 5.923267364501953 (7.287178707122803) | > loss_mel: 15.84256649017334 (18.29183933258057) | > loss_duration: 2.3317365646362305 (2.3172949600219725) | > loss_1: 28.70523452758789 (33.01981689453125)  --> STEP: 26 | > loss_disc: 2.0294904708862305 (2.2890413586909952) | > loss_disc_real_0: 0.06229473277926445 (0.11989615241495463) | > loss_disc_real_1: 0.15246132016181946 (0.1853891542324653) | > loss_disc_real_2: 0.1122484803199768 (0.2234240071131633) | > loss_disc_real_3: 0.1875385195016861 (0.2502359381088844) | > loss_disc_real_4: 0.23545490205287933 (0.24188591482547606) | > loss_disc_real_5: 0.217360720038414 (0.23604403493496087) | > loss_0: 2.0294904708862305 (2.2890413586909952) | > loss_gen: 2.3516387939453125 (2.5550370399768534) | > loss_kl: 2.7110836505889893 (2.566129299310537) | > loss_feat: 12.982036590576172 (7.50621170264024) | > loss_mel: 20.787294387817383 (18.3878183731666) | > loss_duration: 2.275184392929077 (2.3156753228260922) | > loss_1: 41.10723876953125 (33.33087158203126) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023481570757352384 (-0.00016321585728572025) | > avg_loss_disc: 2.2890413586909952 (-0.13254123009168195) | > avg_loss_disc_real_0: 0.11989615241495463 (-0.011974963001333744) | > avg_loss_disc_real_1: 0.1853891542324653 (-0.0013546594060384332) | > avg_loss_disc_real_2: 0.2234240071131633 (+0.0004050055375466044) | > avg_loss_disc_real_3: 0.2502359381088844 (+0.02381589206365442) | > avg_loss_disc_real_4: 0.24188591482547606 (-0.00928726906959837) | > avg_loss_disc_real_5: 0.23604403493496087 (+0.026242900639772415) | > avg_loss_0: 2.2890413586909952 (-0.13254123009168195) | > avg_loss_gen: 2.5550370399768534 (+0.29789989728194044) | > avg_loss_kl: 2.566129299310537 (+0.03225640608714109) | > avg_loss_feat: 7.50621170264024 (+0.8309360284071703) | > avg_loss_mel: 18.3878183731666 (+0.5837826362022973) | > avg_loss_duration: 2.3156753228260922 (+0.0018656253814697266) | > avg_loss_1: 33.33087158203126 (+1.746740634624782)  > EPOCH: 433/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:08:00)   --> TIME: 2024-06-11 10:08:04 -- STEP: 9/330 -- GLOBAL_STEP: 230900 | > loss_disc: 2.3606009483337402 (2.309284210205078) | > loss_disc_real_0: 0.1054469496011734 (0.0984162079791228) | > loss_disc_real_1: 0.23278483748435974 (0.1997792190975613) | > loss_disc_real_2: 0.2387990653514862 (0.2037051883008745) | > loss_disc_real_3: 0.25227853655815125 (0.22377845479382408) | > loss_disc_real_4: 0.23664070665836334 (0.21764257384671104) | > loss_disc_real_5: 0.23959596455097198 (0.21751609279049766) | > loss_0: 2.3606009483337402 (2.309284210205078) | > grad_norm_0: tensor(4.9114, device='cuda:0') (tensor(9.9238, device='cuda:0')) | > loss_gen: 2.6243042945861816 (2.4699970616234674) | > loss_kl: 1.9062384366989136 (1.8407756355073717) | > loss_feat: 6.886576175689697 (6.851720968882243) | > loss_mel: 18.688091278076172 (18.347958034939236) | > loss_duration: 2.1296682357788086 (2.1675775316026478) | > loss_1: 32.23487854003906 (31.678029590182835) | > grad_norm_1: tensor(48.4863, device='cuda:0') (tensor(70.8127, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.36 (0.35815858840942383) | > loader_time: 0.0035 (0.0031669934590657554)  --> TIME: 2024-06-11 10:08:13 -- STEP: 34/330 -- GLOBAL_STEP: 230925 | > loss_disc: 2.3184587955474854 (2.31311089852277) | > loss_disc_real_0: 0.09352590888738632 (0.10234117486021098) | > loss_disc_real_1: 0.17912165820598602 (0.19772261424976237) | > loss_disc_real_2: 0.1994832307100296 (0.20825086709331064) | > loss_disc_real_3: 0.2225971668958664 (0.2266820393064443) | > loss_disc_real_4: 0.23257386684417725 (0.22523420435540817) | > loss_disc_real_5: 0.23443017899990082 (0.2205259339774356) | > loss_0: 2.3184587955474854 (2.31311089852277) | > grad_norm_0: tensor(5.0317, device='cuda:0') (tensor(8.4320, device='cuda:0')) | > loss_gen: 2.6021180152893066 (2.497762743164511) | > loss_kl: 1.7478898763656616 (1.884286880493164) | > loss_feat: 7.551407814025879 (7.058561759836533) | > loss_mel: 18.35587501525879 (18.233774129082175) | > loss_duration: 2.0558295249938965 (2.060819864273071) | > loss_1: 32.31311798095703 (31.73520548203412) | > grad_norm_1: tensor(72.5245, device='cuda:0') (tensor(82.2254, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.3734 (0.3601030812543981) | > loader_time: 0.0032 (0.0033144670374253217)  --> TIME: 2024-06-11 10:08:22 -- STEP: 59/330 -- GLOBAL_STEP: 230950 | > loss_disc: 2.2292797565460205 (2.3284221180414746) | > loss_disc_real_0: 0.10784226655960083 (0.10594825762308252) | > loss_disc_real_1: 0.19719049334526062 (0.1986872457851798) | > loss_disc_real_2: 0.22199474275112152 (0.2123987452458527) | > loss_disc_real_3: 0.2152121365070343 (0.22714915896876384) | > loss_disc_real_4: 0.19388578832149506 (0.22702325223866154) | > loss_disc_real_5: 0.19372007250785828 (0.21905446886006047) | > loss_0: 2.2292797565460205 (2.3284221180414746) | > grad_norm_0: tensor(9.1507, device='cuda:0') (tensor(9.4406, device='cuda:0')) | > loss_gen: 2.6908457279205322 (2.499399492296122) | > loss_kl: 1.6455974578857422 (1.873499142921577) | > loss_feat: 7.516419887542725 (7.176511263443252) | > loss_mel: 17.250669479370117 (18.213535017886404) | > loss_duration: 1.9871318340301514 (2.036508503606764) | > loss_1: 31.09066390991211 (31.799453573711848) | > grad_norm_1: tensor(49.0562, device='cuda:0') (tensor(89.4058, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.358 (0.36008309509794595) | > loader_time: 0.0033 (0.003388934216256869)  --> TIME: 2024-06-11 10:08:32 -- STEP: 84/330 -- GLOBAL_STEP: 230975 | > loss_disc: 2.258927822113037 (2.327146953060513) | > loss_disc_real_0: 0.12896327674388885 (0.10793770902923175) | > loss_disc_real_1: 0.20451954007148743 (0.19872002818045162) | > loss_disc_real_2: 0.1928703933954239 (0.21118932341535887) | > loss_disc_real_3: 0.19892190396785736 (0.2272280412060874) | > loss_disc_real_4: 0.23240096867084503 (0.22608512551302) | > loss_disc_real_5: 0.2095377892255783 (0.2190460931687128) | > loss_0: 2.258927822113037 (2.327146953060513) | > grad_norm_0: tensor(5.0553, device='cuda:0') (tensor(9.2571, device='cuda:0')) | > loss_gen: 2.7812864780426025 (2.5025473208654496) | > loss_kl: 1.8117798566818237 (1.9030137743268694) | > loss_feat: 7.840807914733887 (7.217689343861172) | > loss_mel: 17.544479370117188 (18.14300600687662) | > loss_duration: 2.102177858352661 (2.027573286067872) | > loss_1: 32.08053207397461 (31.793830008733842) | > grad_norm_1: tensor(110.1938, device='cuda:0') (tensor(92.3845, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.3753 (0.3640007774035138) | > loader_time: 0.0039 (0.0035095924422854467)  --> TIME: 2024-06-11 10:08:42 -- STEP: 109/330 -- GLOBAL_STEP: 231000 | > loss_disc: 2.252566337585449 (2.3291218521398145) | > loss_disc_real_0: 0.07496653497219086 (0.10896518361677818) | > loss_disc_real_1: 0.16395257413387299 (0.1987924604514323) | > loss_disc_real_2: 0.18436776101589203 (0.2107633834858553) | > loss_disc_real_3: 0.22083160281181335 (0.22766014632828738) | > loss_disc_real_4: 0.23591800034046173 (0.22813040564913267) | > loss_disc_real_5: 0.2263474464416504 (0.22009945079820967) | > loss_0: 2.252566337585449 (2.3291218521398145) | > grad_norm_0: tensor(5.3074, device='cuda:0') (tensor(9.1971, device='cuda:0')) | > loss_gen: 2.4769792556762695 (2.5024934164974675) | > loss_kl: 1.9819021224975586 (1.902358346029159) | > loss_feat: 7.338468074798584 (7.181016047066505) | > loss_mel: 17.78854751586914 (18.087787540680765) | > loss_duration: 1.959080696105957 (2.026333199728519) | > loss_1: 31.54497528076172 (31.69998881138793) | > grad_norm_1: tensor(66.3218, device='cuda:0') (tensor(89.7264, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.3834 (0.3679130099235326) | > loader_time: 0.0049 (0.0036327095206724397) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_231000.pth  --> TIME: 2024-06-11 10:08:56 -- STEP: 134/330 -- GLOBAL_STEP: 231025 | > loss_disc: 2.3551812171936035 (2.3350267712749653) | > loss_disc_real_0: 0.11623537540435791 (0.11039597668976926) | > loss_disc_real_1: 0.18758052587509155 (0.19910511541277615) | > loss_disc_real_2: 0.23063871264457703 (0.211833756250232) | > loss_disc_real_3: 0.22332629561424255 (0.22807232913241457) | > loss_disc_real_4: 0.20919498801231384 (0.22710654951298415) | > loss_disc_real_5: 0.1922415792942047 (0.22032703848472282) | > loss_0: 2.3551812171936035 (2.3350267712749653) | > grad_norm_0: tensor(15.1793, device='cuda:0') (tensor(9.4147, device='cuda:0')) | > loss_gen: 2.445157051086426 (2.498470865078827) | > loss_kl: 1.870134949684143 (1.9053534580700433) | > loss_feat: 7.284181594848633 (7.177910007647614) | > loss_mel: 18.430150985717773 (18.115717902112355) | > loss_duration: 2.015009880065918 (2.0282985639216284) | > loss_1: 32.04463577270508 (31.72575112243197) | > grad_norm_1: tensor(377.8738, device='cuda:0') (tensor(100.4271, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.3673 (0.369386326021223) | > loader_time: 0.004 (0.0037241177772408102)  --> TIME: 2024-06-11 10:09:05 -- STEP: 159/330 -- GLOBAL_STEP: 231050 | > loss_disc: 2.2637948989868164 (2.337027633714976) | > loss_disc_real_0: 0.10976465791463852 (0.11186726269482064) | > loss_disc_real_1: 0.16948753595352173 (0.19877677181231898) | > loss_disc_real_2: 0.21881332993507385 (0.2114951861729412) | > loss_disc_real_3: 0.2394564002752304 (0.2282861865728906) | > loss_disc_real_4: 0.2460181564092636 (0.22772510874571292) | > loss_disc_real_5: 0.24652476608753204 (0.22036643616808285) | > loss_0: 2.2637948989868164 (2.337027633714976) | > grad_norm_0: tensor(29.8084, device='cuda:0') (tensor(11.0246, device='cuda:0')) | > loss_gen: 2.6118342876434326 (2.4973607977981085) | > loss_kl: 2.0497872829437256 (1.9073510837255034) | > loss_feat: 7.167076110839844 (7.173834923678224) | > loss_mel: 17.588706970214844 (18.085420404590142) | > loss_duration: 2.0373764038085938 (2.0297967832793224) | > loss_1: 31.45478057861328 (31.69376432070942) | > grad_norm_1: tensor(291.3037, device='cuda:0') (tensor(123.6067, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.3681 (0.3702955650833419) | > loader_time: 0.0043 (0.0038209576276863146)  --> TIME: 2024-06-11 10:09:15 -- STEP: 184/330 -- GLOBAL_STEP: 231075 | > loss_disc: 2.4968457221984863 (2.3396102345508085) | > loss_disc_real_0: 0.11895537376403809 (0.11296009657013674) | > loss_disc_real_1: 0.23168346285820007 (0.1985368402269871) | > loss_disc_real_2: 0.24738450348377228 (0.2115499289787334) | > loss_disc_real_3: 0.2833465039730072 (0.2284493141848108) | > loss_disc_real_4: 0.23944760859012604 (0.22794244794741922) | > loss_disc_real_5: 0.2619200050830841 (0.2209999339412088) | > loss_0: 2.4968457221984863 (2.3396102345508085) | > grad_norm_0: tensor(15.6174, device='cuda:0') (tensor(13.2744, device='cuda:0')) | > loss_gen: 2.6132113933563232 (2.4999006351699) | > loss_kl: 1.8817585706710815 (1.9136171930510064) | > loss_feat: 6.818028450012207 (7.165247481802235) | > loss_mel: 17.63572120666504 (18.0413380705792) | > loss_duration: 2.0674426555633545 (2.0355096148407967) | > loss_1: 31.01616096496582 (31.655613266903423) | > grad_norm_1: tensor(304.9516, device='cuda:0') (tensor(148.2587, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.384 (0.3736697396506435) | > loader_time: 0.005 (0.0039723334105118465)  --> TIME: 2024-06-11 10:09:26 -- STEP: 209/330 -- GLOBAL_STEP: 231100 | > loss_disc: 2.449714183807373 (2.3458280563354488) | > loss_disc_real_0: 0.2043660581111908 (0.11378159587890906) | > loss_disc_real_1: 0.22910526394844055 (0.19950292241630369) | > loss_disc_real_2: 0.20089547336101532 (0.21217418779311567) | > loss_disc_real_3: 0.20796117186546326 (0.2290748762742184) | > loss_disc_real_4: 0.23327851295471191 (0.22821164045607645) | > loss_disc_real_5: 0.22139818966388702 (0.22184669037469837) | > loss_0: 2.449714183807373 (2.3458280563354488) | > grad_norm_0: tensor(109.1921, device='cuda:0') (tensor(16.0532, device='cuda:0')) | > loss_gen: 2.503920078277588 (2.5034029951506254) | > loss_kl: 2.0683181285858154 (1.9201264963195654) | > loss_feat: 6.997923374176025 (7.17295016512346) | > loss_mel: 17.820335388183594 (18.030834280132684) | > loss_duration: 2.1139957904815674 (2.0428429288727243) | > loss_1: 31.504493713378906 (31.670157117706736) | > grad_norm_1: tensor(455.1176, device='cuda:0') (tensor(172.4461, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.3984 (0.3789751586731542) | > loader_time: 0.0051 (0.004095407193927674)  --> TIME: 2024-06-11 10:09:37 -- STEP: 234/330 -- GLOBAL_STEP: 231125 | > loss_disc: 2.396451711654663 (2.350952347119648) | > loss_disc_real_0: 0.07006996870040894 (0.11445828721436678) | > loss_disc_real_1: 0.20580069720745087 (0.20009943422598714) | > loss_disc_real_2: 0.2666541039943695 (0.21298023466116342) | > loss_disc_real_3: 0.2395567148923874 (0.22942937050874418) | > loss_disc_real_4: 0.24900658428668976 (0.228303655790977) | > loss_disc_real_5: 0.2024565041065216 (0.22195498301432684) | > loss_0: 2.396451711654663 (2.350952347119648) | > grad_norm_0: tensor(74.4299, device='cuda:0') (tensor(19.4036, device='cuda:0')) | > loss_gen: 2.486494541168213 (2.507877536309071) | > loss_kl: 1.9801161289215088 (1.92479389345544) | > loss_feat: 6.278630256652832 (7.174754330235669) | > loss_mel: 16.977663040161133 (17.987932270408702) | > loss_duration: 2.105773448944092 (2.0507469584799214) | > loss_1: 29.828676223754883 (31.646105220175198) | > grad_norm_1: tensor(495.0428, device='cuda:0') (tensor(197.9785, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.4438 (0.38324764549222773) | > loader_time: 0.0058 (0.004240300920274522)  --> TIME: 2024-06-11 10:09:48 -- STEP: 259/330 -- GLOBAL_STEP: 231150 | > loss_disc: 2.408036231994629 (2.3504721262280075) | > loss_disc_real_0: 0.1263735443353653 (0.11587714652699851) | > loss_disc_real_1: 0.20640172064304352 (0.1997791369909485) | > loss_disc_real_2: 0.24491529166698456 (0.21279979223910445) | > loss_disc_real_3: 0.2510470747947693 (0.2292131275283784) | > loss_disc_real_4: 0.23712922632694244 (0.22789897507912404) | > loss_disc_real_5: 0.218231201171875 (0.22211290015677226) | > loss_0: 2.408036231994629 (2.3504721262280075) | > grad_norm_0: tensor(21.6339, device='cuda:0') (tensor(21.1333, device='cuda:0')) | > loss_gen: 2.5612969398498535 (2.5078810964311873) | > loss_kl: 1.9553686380386353 (1.9297891353548264) | > loss_feat: 7.172591209411621 (7.174757747576503) | > loss_mel: 17.750080108642578 (17.96392964396238) | > loss_duration: 2.1401567459106445 (2.058037430163055) | > loss_1: 31.57949447631836 (31.634395275336896) | > grad_norm_1: tensor(337.6348, device='cuda:0') (tensor(214.1878, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.4202 (0.387281067122824) | > loader_time: 0.0061 (0.0043719155447823664)  --> TIME: 2024-06-11 10:09:59 -- STEP: 284/330 -- GLOBAL_STEP: 231175 | > loss_disc: 2.4866814613342285 (2.3509292820809584) | > loss_disc_real_0: 0.13570444285869598 (0.11663242262906172) | > loss_disc_real_1: 0.2131222039461136 (0.20007594695813213) | > loss_disc_real_2: 0.24205806851387024 (0.21282675683918129) | > loss_disc_real_3: 0.23155243694782257 (0.22889262815596353) | > loss_disc_real_4: 0.22772285342216492 (0.22759110338880983) | > loss_disc_real_5: 0.24869443476200104 (0.22167833973194517) | > loss_0: 2.4866814613342285 (2.3509292820809584) | > grad_norm_0: tensor(27.4385, device='cuda:0') (tensor(21.0693, device='cuda:0')) | > loss_gen: 2.370227813720703 (2.5027022941011783) | > loss_kl: 1.9534999132156372 (1.9342930220382315) | > loss_feat: 6.616308212280273 (7.161074559453508) | > loss_mel: 17.669261932373047 (17.915686567064746) | > loss_duration: 2.1688432693481445 (2.066828816709383) | > loss_1: 30.778141021728516 (31.580585466304296) | > grad_norm_1: tensor(367.2709, device='cuda:0') (tensor(217.4895, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.4441 (0.39211056182082277) | > loader_time: 0.0061 (0.004535320778967629)  --> TIME: 2024-06-11 10:10:11 -- STEP: 309/330 -- GLOBAL_STEP: 231200 | > loss_disc: 2.4817452430725098 (2.3540591059379206) | > loss_disc_real_0: 0.14126229286193848 (0.11752250475935566) | > loss_disc_real_1: 0.18266147375106812 (0.20078310929841586) | > loss_disc_real_2: 0.24026142060756683 (0.21277351330206223) | > loss_disc_real_3: 0.2531762421131134 (0.22895840374590123) | > loss_disc_real_4: 0.2351917326450348 (0.22763416407370646) | > loss_disc_real_5: 0.20803487300872803 (0.22132587230321277) | > loss_0: 2.4817452430725098 (2.3540591059379206) | > grad_norm_0: tensor(79.6371, device='cuda:0') (tensor(22.2666, device='cuda:0')) | > loss_gen: 2.4395530223846436 (2.499497442955338) | > loss_kl: 1.9763010740280151 (1.9378059303876265) | > loss_feat: 6.906802654266357 (7.172754621042789) | > loss_mel: 17.426494598388672 (17.8735460756666) | > loss_duration: 2.24452543258667 (2.078171266321224) | > loss_1: 30.993675231933594 (31.561775534669945) | > grad_norm_1: tensor(593.7449, device='cuda:0') (tensor(230.4808, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.495 (0.39926586876409337) | > loader_time: 0.0075 (0.004725197758103653)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2397661209106445 (2.2397661209106445) | > loss_disc_real_0: 0.08430128544569016 (0.08430128544569016) | > loss_disc_real_1: 0.18255290389060974 (0.18255290389060974) | > loss_disc_real_2: 0.22961793839931488 (0.22961793839931488) | > loss_disc_real_3: 0.2313990294933319 (0.2313990294933319) | > loss_disc_real_4: 0.2599583566188812 (0.2599583566188812) | > loss_disc_real_5: 0.25735390186309814 (0.25735390186309814) | > loss_0: 2.2397661209106445 (2.2397661209106445) | > loss_gen: 2.5392565727233887 (2.5392565727233887) | > loss_kl: 2.6237831115722656 (2.6237831115722656) | > loss_feat: 7.030691623687744 (7.030691623687744) | > loss_mel: 16.811689376831055 (16.811689376831055) | > loss_duration: 2.9170684814453125 (2.9170684814453125) | > loss_1: 31.922489166259766 (31.922489166259766)  --> STEP: 1 | > loss_disc: 2.4130730628967285 (2.4130730628967285) | > loss_disc_real_0: 0.07631487399339676 (0.07631487399339676) | > loss_disc_real_1: 0.19371163845062256 (0.19371163845062256) | > loss_disc_real_2: 0.16990534961223602 (0.16990534961223602) | > loss_disc_real_3: 0.24408955872058868 (0.24408955872058868) | > loss_disc_real_4: 0.3071175813674927 (0.3071175813674927) | > loss_disc_real_5: 0.24462077021598816 (0.24462077021598816) | > loss_0: 2.4130730628967285 (2.4130730628967285) | > loss_gen: 2.2464051246643066 (2.2464051246643066) | > loss_kl: 2.84993314743042 (2.84993314743042) | > loss_feat: 6.808309555053711 (6.808309555053711) | > loss_mel: 17.887939453125 (17.887939453125) | > loss_duration: 2.394517183303833 (2.394517183303833) | > loss_1: 32.187103271484375 (32.187103271484375)  --> STEP: 2 | > loss_disc: 2.219106674194336 (2.3160898685455322) | > loss_disc_real_0: 0.09118141978979111 (0.08374814689159393) | > loss_disc_real_1: 0.1555473953485489 (0.17462951689958572) | > loss_disc_real_2: 0.2422042191028595 (0.20605478435754776) | > loss_disc_real_3: 0.23555800318717957 (0.23982378095388412) | > loss_disc_real_4: 0.2567358613014221 (0.2819267213344574) | > loss_disc_real_5: 0.20397508144378662 (0.2242979258298874) | > loss_0: 2.219106674194336 (2.3160898685455322) | > loss_gen: 2.3425283432006836 (2.294466733932495) | > loss_kl: 2.442366600036621 (2.6461498737335205) | > loss_feat: 6.3546342849731445 (6.581471920013428) | > loss_mel: 17.808944702148438 (17.84844207763672) | > loss_duration: 2.460589647293091 (2.427553415298462) | > loss_1: 31.40906524658203 (31.798084259033203)  --> STEP: 3 | > loss_disc: 2.2242581844329834 (2.2854793071746826) | > loss_disc_real_0: 0.04552413523197174 (0.07100680967171986) | > loss_disc_real_1: 0.21592791378498077 (0.1883956491947174) | > loss_disc_real_2: 0.14834561944007874 (0.18681839605172476) | > loss_disc_real_3: 0.24737189710140228 (0.2423398196697235) | > loss_disc_real_4: 0.2179088443517685 (0.2605874290068944) | > loss_disc_real_5: 0.14943857491016388 (0.1993448088566462) | > loss_0: 2.2242581844329834 (2.2854793071746826) | > loss_gen: 2.19330096244812 (2.26074481010437) | > loss_kl: 2.9642162322998047 (2.7521719932556152) | > loss_feat: 6.891932964324951 (6.6849589347839355) | > loss_mel: 17.66403579711914 (17.78697331746419) | > loss_duration: 2.3191845417022705 (2.391430457433065) | > loss_1: 32.03266906738281 (31.87627919514974)  --> STEP: 4 | > loss_disc: 2.2703099250793457 (2.2816869616508484) | > loss_disc_real_0: 0.06482816487550735 (0.06946214847266674) | > loss_disc_real_1: 0.21459662914276123 (0.19494589418172836) | > loss_disc_real_2: 0.22532212734222412 (0.1964443288743496) | > loss_disc_real_3: 0.19789385795593262 (0.2312283292412758) | > loss_disc_real_4: 0.19148598611354828 (0.2433120682835579) | > loss_disc_real_5: 0.1529407799243927 (0.18774380162358284) | > loss_0: 2.2703099250793457 (2.2816869616508484) | > loss_gen: 2.110419750213623 (2.2231635451316833) | > loss_kl: 2.7426607608795166 (2.7497941851615906) | > loss_feat: 6.969034194946289 (6.755977749824524) | > loss_mel: 19.159229278564453 (18.130037307739258) | > loss_duration: 2.3374180793762207 (2.3779273629188538) | > loss_1: 33.318763732910156 (32.236900329589844)  --> STEP: 5 | > loss_disc: 2.2903811931610107 (2.283425807952881) | > loss_disc_real_0: 0.06630469113588333 (0.06883065700531006) | > loss_disc_real_1: 0.14354896545410156 (0.184666508436203) | > loss_disc_real_2: 0.19469872117042542 (0.19609520733356475) | > loss_disc_real_3: 0.2052856832742691 (0.22603980004787444) | > loss_disc_real_4: 0.24480146169662476 (0.24360994696617128) | > loss_disc_real_5: 0.3299620747566223 (0.21618745625019073) | > loss_0: 2.2903811931610107 (2.283425807952881) | > loss_gen: 2.217742919921875 (2.2220794200897216) | > loss_kl: 2.8062593936920166 (2.7610872268676756) | > loss_feat: 5.864459037780762 (6.577674007415771) | > loss_mel: 19.433412551879883 (18.390712356567384) | > loss_duration: 2.363213062286377 (2.3749845027923584) | > loss_1: 32.68508529663086 (32.32653732299805)  --> STEP: 6 | > loss_disc: 2.458045244216919 (2.3125290473302207) | > loss_disc_real_0: 0.09032229334115982 (0.07241259639461835) | > loss_disc_real_1: 0.1390780359506607 (0.1770684296886126) | > loss_disc_real_2: 0.21213845908641815 (0.198769082625707) | > loss_disc_real_3: 0.2510727643966675 (0.23021196077267328) | > loss_disc_real_4: 0.2240915149450302 (0.24035687496264777) | > loss_disc_real_5: 0.19849024713039398 (0.21323792139689127) | > loss_0: 2.458045244216919 (2.3125290473302207) | > loss_gen: 1.955153465270996 (2.1775917609532676) | > loss_kl: 2.6816484928131104 (2.7478474378585815) | > loss_feat: 4.537124156951904 (6.237582365671794) | > loss_mel: 16.910526275634766 (18.144014676411945) | > loss_duration: 2.2013187408447266 (2.34604020913442) | > loss_1: 28.2857723236084 (31.653076489766438)  --> STEP: 7 | > loss_disc: 2.415067195892334 (2.3271773542676653) | > loss_disc_real_0: 0.07127371430397034 (0.0722498989530972) | > loss_disc_real_1: 0.2303674817085266 (0.18468257997717177) | > loss_disc_real_2: 0.29275497794151306 (0.21219563909939357) | > loss_disc_real_3: 0.23105059564113617 (0.23033176575388228) | > loss_disc_real_4: 0.19255082309246063 (0.23352743898119246) | > loss_disc_real_5: 0.15688219666481018 (0.20518710357802256) | > loss_0: 2.415067195892334 (2.3271773542676653) | > loss_gen: 2.0548291206359863 (2.1600542409079417) | > loss_kl: 4.05293607711792 (2.934288672038487) | > loss_feat: 6.491207599639893 (6.273814541952951) | > loss_mel: 19.023975372314453 (18.269723347255162) | > loss_duration: 2.593869209289551 (2.381444352013724) | > loss_1: 34.21681594848633 (32.01932498386928)  --> STEP: 8 | > loss_disc: 2.3772125244140625 (2.333431750535965) | > loss_disc_real_0: 0.12216408550739288 (0.07848917227238417) | > loss_disc_real_1: 0.1919904351234436 (0.18559606187045574) | > loss_disc_real_2: 0.22989964485168457 (0.21440863981842995) | > loss_disc_real_3: 0.21803317964076996 (0.22879444248974323) | > loss_disc_real_4: 0.23965021967887878 (0.23429278656840324) | > loss_disc_real_5: 0.19420930743217468 (0.20381487905979156) | > loss_0: 2.3772125244140625 (2.333431750535965) | > loss_gen: 2.273974895477295 (2.1742943227291107) | > loss_kl: 2.834947347640991 (2.9218710064888) | > loss_feat: 7.823362827301025 (6.46750807762146) | > loss_mel: 18.545927047729492 (18.304248809814453) | > loss_duration: 2.2745800018310547 (2.3680863082408905) | > loss_1: 33.75279235839844 (32.236008405685425)  --> STEP: 9 | > loss_disc: 2.3781723976135254 (2.338402933544583) | > loss_disc_real_0: 0.10535342246294022 (0.08147408896022373) | > loss_disc_real_1: 0.22890199720859528 (0.19040783246358237) | > loss_disc_real_2: 0.18166686594486237 (0.2107706649435891) | > loss_disc_real_3: 0.25491511821746826 (0.2316967397928238) | > loss_disc_real_4: 0.2484508752822876 (0.23586590753661263) | > loss_disc_real_5: 0.2334236353635788 (0.20710474087132347) | > loss_0: 2.3781723976135254 (2.338402933544583) | > loss_gen: 2.562507390975952 (2.217429108089871) | > loss_kl: 2.056361198425293 (2.825703250037299) | > loss_feat: 9.393366813659668 (6.792603492736816) | > loss_mel: 18.96825408935547 (18.3780271742079) | > loss_duration: 2.215926170349121 (2.3511796262529163) | > loss_1: 35.196414947509766 (32.56494246588813)  --> STEP: 10 | > loss_disc: 2.5552144050598145 (2.360084080696106) | > loss_disc_real_0: 0.08276070654392242 (0.0816027507185936) | > loss_disc_real_1: 0.23310527205467224 (0.19467757642269135) | > loss_disc_real_2: 0.2536379098892212 (0.2150573894381523) | > loss_disc_real_3: 0.32153743505477905 (0.2406808093190193) | > loss_disc_real_4: 0.22334271669387817 (0.23461358845233918) | > loss_disc_real_5: 0.1333615630865097 (0.1997304230928421) | > loss_0: 2.5552144050598145 (2.360084080696106) | > loss_gen: 2.245229721069336 (2.220209169387817) | > loss_kl: 2.076932907104492 (2.7508262157440186) | > loss_feat: 8.033419609069824 (6.916685104370117) | > loss_mel: 17.533035278320312 (18.29352798461914) | > loss_duration: 2.363064765930176 (2.352368140220642) | > loss_1: 32.25168228149414 (32.53361644744873)  --> STEP: 11 | > loss_disc: 2.431487560272217 (2.366575306112116) | > loss_disc_real_0: 0.09026482701301575 (0.08239021219990471) | > loss_disc_real_1: 0.2117234170436859 (0.1962271982973272) | > loss_disc_real_2: 0.26701220870018005 (0.21978055482560938) | > loss_disc_real_3: 0.2970771789550781 (0.24580775201320648) | > loss_disc_real_4: 0.2626796066761017 (0.2371650446544994) | > loss_disc_real_5: 0.2399967759847641 (0.20339100062847137) | > loss_0: 2.431487560272217 (2.366575306112116) | > loss_gen: 2.403951406478882 (2.2369130091233687) | > loss_kl: 3.0947773456573486 (2.782094500281594) | > loss_feat: 6.574839115142822 (6.885608196258545) | > loss_mel: 17.781049728393555 (18.246939052234996) | > loss_duration: 2.474663019180298 (2.3634858564897017) | > loss_1: 32.329280853271484 (32.51504048434171)  --> STEP: 12 | > loss_disc: 2.3347718715667725 (2.363925019900004) | > loss_disc_real_0: 0.07508967071771622 (0.08178183374305567) | > loss_disc_real_1: 0.2135067880153656 (0.19766716410716376) | > loss_disc_real_2: 0.2094314843416214 (0.21891813228527704) | > loss_disc_real_3: 0.2132449448108673 (0.2430941847463449) | > loss_disc_real_4: 0.24111032485961914 (0.23749381800492605) | > loss_disc_real_5: 0.22187134623527527 (0.20493102942903837) | > loss_0: 2.3347718715667725 (2.363925019900004) | > loss_gen: 2.3032052516937256 (2.2424373626708984) | > loss_kl: 2.78295636177063 (2.782166322072347) | > loss_feat: 6.490682601928711 (6.852697730064392) | > loss_mel: 16.718271255493164 (18.119550069173176) | > loss_duration: 2.271653175354004 (2.355833133061727) | > loss_1: 30.566768646240234 (32.35268449783325)  --> STEP: 13 | > loss_disc: 2.285299062728882 (2.357876869348379) | > loss_disc_real_0: 0.09828237444162369 (0.08305110610448398) | > loss_disc_real_1: 0.21084246039390564 (0.19868064843691313) | > loss_disc_real_2: 0.24355696141719818 (0.22081342683388636) | > loss_disc_real_3: 0.2684585452079773 (0.24504528939723969) | > loss_disc_real_4: 0.2004641592502594 (0.23464538271610552) | > loss_disc_real_5: 0.16136546432971954 (0.20157983211370614) | > loss_0: 2.285299062728882 (2.357876869348379) | > loss_gen: 2.287170171737671 (2.245878347983727) | > loss_kl: 2.771083116531372 (2.7813137677999644) | > loss_feat: 8.706504821777344 (6.995298275580773) | > loss_mel: 17.19255828857422 (18.048243009127102) | > loss_duration: 2.211815357208252 (2.3447548426114597) | > loss_1: 33.169132232666016 (32.41548816974346)  --> STEP: 14 | > loss_disc: 2.3278348445892334 (2.3557310104370117) | > loss_disc_real_0: 0.07799222320318222 (0.08268975732581955) | > loss_disc_real_1: 0.10469841212034225 (0.19196763155715807) | > loss_disc_real_2: 0.24431607127189636 (0.2224921871508871) | > loss_disc_real_3: 0.2234649807214737 (0.24350383877754211) | > loss_disc_real_4: 0.24689795076847076 (0.23552056614841735) | > loss_disc_real_5: 0.21924413740634918 (0.2028415682060378) | > loss_0: 2.3278348445892334 (2.3557310104370117) | > loss_gen: 2.103243112564087 (2.235690116882324) | > loss_kl: 3.816532850265503 (2.855257987976074) | > loss_feat: 6.761366367340088 (6.978588853563581) | > loss_mel: 20.10203742980957 (18.19494261060442) | > loss_duration: 2.3833627700805664 (2.3475125517163957) | > loss_1: 35.166542053222656 (32.611992018563406)  --> STEP: 15 | > loss_disc: 2.5172958374023438 (2.3665019989013674) | > loss_disc_real_0: 0.13007032871246338 (0.08584846208492915) | > loss_disc_real_1: 0.1413363665342331 (0.18859221388896305) | > loss_disc_real_2: 0.2646179795265198 (0.2253005733092626) | > loss_disc_real_3: 0.2144785076379776 (0.24156881670157115) | > loss_disc_real_4: 0.2658683955669403 (0.23754375477631887) | > loss_disc_real_5: 0.14412547647953033 (0.1989271620909373) | > loss_0: 2.5172958374023438 (2.3665019989013674) | > loss_gen: 1.9573285579681396 (2.2171326796213786) | > loss_kl: 3.0438671112060547 (2.8678319295247396) | > loss_feat: 7.992713928222656 (7.046197191874186) | > loss_mel: 17.74201011657715 (18.164747111002605) | > loss_duration: 2.3567771911621094 (2.34813019434611) | > loss_1: 33.09269714355469 (32.64403902689616)  --> STEP: 16 | > loss_disc: 2.5676958560943604 (2.3790766149759293) | > loss_disc_real_0: 0.09746180474758148 (0.08657429600134492) | > loss_disc_real_1: 0.20444950461387634 (0.18958329455927014) | > loss_disc_real_2: 0.23047283291816711 (0.22562383953481913) | > loss_disc_real_3: 0.2637997567653656 (0.2429582504555583) | > loss_disc_real_4: 0.27179330587387085 (0.23968435171991587) | > loss_disc_real_5: 0.20328548550605774 (0.19919955730438232) | > loss_0: 2.5676958560943604 (2.3790766149759293) | > loss_gen: 1.972076177597046 (2.201816648244858) | > loss_kl: 2.050211191177368 (2.816730633378029) | > loss_feat: 5.655823707580566 (6.959298849105835) | > loss_mel: 15.227941513061523 (17.981196761131287) | > loss_duration: 2.400197982788086 (2.3513844311237335) | > loss_1: 27.306249618530273 (32.31042718887329)  --> STEP: 17 | > loss_disc: 2.4302098751068115 (2.3820844538071575) | > loss_disc_real_0: 0.10332082211971283 (0.08755938577301361) | > loss_disc_real_1: 0.232580304145813 (0.19211253041730209) | > loss_disc_real_2: 0.28626516461372375 (0.22919097630416646) | > loss_disc_real_3: 0.284808874130249 (0.24542005184818716) | > loss_disc_real_4: 0.27661800384521484 (0.24185691949199228) | > loss_disc_real_5: 0.2885945439338684 (0.2044580859296462) | > loss_0: 2.4302098751068115 (2.3820844538071575) | > loss_gen: 2.60886287689209 (2.225760544047636) | > loss_kl: 1.911212682723999 (2.7634648715748504) | > loss_feat: 6.771864414215088 (6.948273294112262) | > loss_mel: 15.848382949829102 (17.855737125172336) | > loss_duration: 2.4266135692596436 (2.355809674543493) | > loss_1: 29.566936492919922 (32.14904538322897)  --> STEP: 18 | > loss_disc: 2.3125152587890625 (2.3782194985283747) | > loss_disc_real_0: 0.13156284391880035 (0.09000402233666843) | > loss_disc_real_1: 0.26605573296546936 (0.19622048611442247) | > loss_disc_real_2: 0.17823417484760284 (0.22636004288991293) | > loss_disc_real_3: 0.24856328964233398 (0.2455946761700842) | > loss_disc_real_4: 0.23444978892803192 (0.24144541223843893) | > loss_disc_real_5: 0.20329371094703674 (0.20439339843061236) | > loss_0: 2.3125152587890625 (2.3782194985283747) | > loss_gen: 2.495511054992676 (2.240746683544583) | > loss_kl: 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2.2907466888427734 (2.3471021526738216) | > loss_1: 28.858613967895508 (32.068281173706055)  --> STEP: 20 | > loss_disc: 2.624607563018799 (2.3990949511528017) | > loss_disc_real_0: 0.18090614676475525 (0.09508345052599908) | > loss_disc_real_1: 0.18071164190769196 (0.19899046681821347) | > loss_disc_real_2: 0.21232455968856812 (0.22537072971463204) | > loss_disc_real_3: 0.28024590015411377 (0.2509943626821041) | > loss_disc_real_4: 0.23789604008197784 (0.2428632102906704) | > loss_disc_real_5: 0.2370288372039795 (0.21108759343624114) | > loss_0: 2.624607563018799 (2.3990949511528017) | > loss_gen: 1.9586793184280396 (2.2330452501773834) | > loss_kl: 2.6077702045440674 (2.699919247627258) | > loss_feat: 4.5822343826293945 (6.868631911277771) | > loss_mel: 16.906675338745117 (17.736291790008544) | > loss_duration: 2.319258689880371 (2.345709979534149) | > loss_1: 28.374618530273438 (31.883598041534423)  --> STEP: 21 | > loss_disc: 2.3786802291870117 (2.398122821535383) | > loss_disc_real_0: 0.06958898901939392 (0.09386942854949407) | > loss_disc_real_1: 0.2485971748828888 (0.20135269101176942) | > loss_disc_real_2: 0.21640457212924957 (0.2249437698296138) | > loss_disc_real_3: 0.28026413917541504 (0.25238816156273797) | > loss_disc_real_4: 0.2713409662246704 (0.24421929390657515) | > loss_disc_real_5: 0.21947725117206573 (0.2114871009474709) | > loss_0: 2.3786802291870117 (2.398122821535383) | > loss_gen: 2.2544169425964355 (2.2340629498163858) | > loss_kl: 2.08697772026062 (2.670731555847895) | > loss_feat: 5.076499938964844 (6.783292293548584) | > loss_mel: 16.05271339416504 (17.656121390206472) | > loss_duration: 2.1820666790008545 (2.337917441413516) | > loss_1: 27.652673721313477 (31.682125454857236)  --> STEP: 22 | > loss_disc: 2.450221300125122 (2.400490934198553) | > loss_disc_real_0: 0.06099162623286247 (0.09237498298964718) | > loss_disc_real_1: 0.1512991487979889 (0.19907753000205214) | > loss_disc_real_2: 0.25813373923301697 (0.2264524048024958) | > loss_disc_real_3: 0.2501158118247986 (0.25228487293828616) | > loss_disc_real_4: 0.23222622275352478 (0.24367415430870923) | > loss_disc_real_5: 0.2550419270992279 (0.21346686577255075) | > loss_0: 2.450221300125122 (2.400490934198553) | > loss_gen: 2.1030540466308594 (2.228107999671589) | > loss_kl: 2.192124366760254 (2.6489766836166386) | > loss_feat: 8.636603355407715 (6.8675337054512715) | > loss_mel: 19.668209075927734 (17.74757992137562) | > loss_duration: 2.171322822570801 (2.330344958738847) | > loss_1: 34.77131271362305 (31.82254305752841)  --> STEP: 23 | > loss_disc: 2.7003448009490967 (2.4135280588398813) | > loss_disc_real_0: 0.1339786946773529 (0.09418384001954742) | > loss_disc_real_1: 0.25807759165763855 (0.20164275007403415) | > loss_disc_real_2: 0.27202078700065613 (0.22843363881111145) | > loss_disc_real_3: 0.28495287895202637 (0.2537052210258401) | > loss_disc_real_4: 0.31145334243774414 (0.24662107553171075) | > loss_disc_real_5: 0.26693248748779297 (0.21579145802103955) | > loss_0: 2.7003448009490967 (2.4135280588398813) | > loss_gen: 2.155341386795044 (2.224944233894348) | > loss_kl: 2.44233775138855 (2.6399923822154174) | > loss_feat: 6.4986724853515625 (6.85149626109911) | > loss_mel: 17.341548919677734 (17.729926399562668) | > loss_duration: 2.3137764930725098 (2.329624590666398) | > loss_1: 30.751676559448242 (31.775983644568402)  --> STEP: 24 | > loss_disc: 2.4676802158355713 (2.4157843987147016) | > loss_disc_real_0: 0.12241993099451065 (0.09536034381017089) | > loss_disc_real_1: 0.15672756731510162 (0.1997712841257453) | > loss_disc_real_2: 0.2623785138130188 (0.2298480086028576) | > loss_disc_real_3: 0.26659807562828064 (0.25424242330094177) | > loss_disc_real_4: 0.2207019180059433 (0.24554111063480377) | > loss_disc_real_5: 0.19949564337730408 (0.21511246574421725) | > loss_0: 2.4676802158355713 (2.4157843987147016) | > loss_gen: 2.0618083477020264 (2.2181469053030014) | > loss_kl: 2.637460231781006 (2.639886875947317) | > loss_feat: 5.994865894317627 (6.815803329149882) | > loss_mel: 17.65321922302246 (17.726730267206825) | > loss_duration: 2.3875372409820557 (2.3320376177628837) | > loss_1: 30.73488998413086 (31.73260474205017)  --> STEP: 25 | > loss_disc: 2.460780143737793 (2.4175842285156253) | > loss_disc_real_0: 0.07959204912185669 (0.09472961202263833) | > loss_disc_real_1: 0.21023140847682953 (0.20018968909978865) | > loss_disc_real_2: 0.2123297154903412 (0.22914727687835693) | > loss_disc_real_3: 0.26950398087501526 (0.25485288560390473) | > loss_disc_real_4: 0.2444343864917755 (0.24549684166908264) | > loss_disc_real_5: 0.1689300835132599 (0.21326517045497895) | > loss_0: 2.460780143737793 (2.4175842285156253) | > loss_gen: 2.090606927871704 (2.2130453062057494) | > loss_kl: 2.5401718616485596 (2.6358982753753666) | > loss_feat: 5.4970550537109375 (6.763053398132325) | > loss_mel: 17.089805603027344 (17.701253280639648) | > loss_duration: 2.3511953353881836 (2.3328039264678955) | > loss_1: 29.568836212158203 (31.64605400085449)  --> STEP: 26 | > loss_disc: 2.2966036796569824 (2.4129311304826007) | > loss_disc_real_0: 0.1840669810771942 (0.09816566467858277) | > loss_disc_real_1: 0.16159123182296753 (0.19870513305068016) | > loss_disc_real_2: 0.14263711869716644 (0.2258199631021573) | > loss_disc_real_3: 0.17848290503025055 (0.2519155786587642) | > loss_disc_real_4: 0.08503451198339462 (0.2393252136042485) | > loss_disc_real_5: 0.1645788699388504 (0.21139262043512785) | > loss_0: 2.2966036796569824 (2.4129311304826007) | > loss_gen: 2.0069758892059326 (2.205119559398064) | > loss_kl: 2.6226372718811035 (2.6353882367794337) | > loss_feat: 15.91763687133789 (7.115152762486384) | > loss_mel: 20.40826988220215 (17.80536930377667) | > loss_duration: 2.341541290283203 (2.3331399789223304) | > loss_1: 43.297061920166016 (32.094169690058784) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024288250849797185 (+8.066800924448007e-05) | > avg_loss_disc: 2.4129311304826007 (+0.12388977179160543) | > avg_loss_disc_real_0: 0.09816566467858277 (-0.02173048773637186) | > avg_loss_disc_real_1: 0.19870513305068016 (+0.013315978818214863) | > avg_loss_disc_real_2: 0.2258199631021573 (+0.002395955988994003) | > avg_loss_disc_real_3: 0.2519155786587642 (+0.0016796405498797906) | > avg_loss_disc_real_4: 0.2393252136042485 (-0.0025607012212275626) | > avg_loss_disc_real_5: 0.21139262043512785 (-0.02465141449983302) | > avg_loss_0: 2.4129311304826007 (+0.12388977179160543) | > avg_loss_gen: 2.205119559398064 (-0.34991748057878924) | > avg_loss_kl: 2.6353882367794337 (+0.06925893746889678) | > avg_loss_feat: 7.115152762486384 (-0.39105894015385534) | > avg_loss_mel: 17.80536930377667 (-0.5824490693899307) | > avg_loss_duration: 2.3331399789223304 (+0.01746465609623815) | > avg_loss_1: 32.094169690058784 (-1.2367018919724728)  > EPOCH: 434/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:10:43)   --> TIME: 2024-06-11 10:10:46 -- STEP: 4/330 -- GLOBAL_STEP: 231225 | > loss_disc: 2.3011155128479004 (2.2996559143066406) | > loss_disc_real_0: 0.1054118350148201 (0.10272053442895412) | > loss_disc_real_1: 0.2004976123571396 (0.21702416241168976) | > loss_disc_real_2: 0.2275775521993637 (0.21040980890393257) | > loss_disc_real_3: 0.2231694608926773 (0.22708897292613983) | > loss_disc_real_4: 0.226222425699234 (0.23940176144242287) | > loss_disc_real_5: 0.23793840408325195 (0.23388663306832314) | > loss_0: 2.3011155128479004 (2.2996559143066406) | > grad_norm_0: tensor(28.1648, device='cuda:0') (tensor(14.2437, device='cuda:0')) | > loss_gen: 2.446664571762085 (2.60631000995636) | > loss_kl: 1.7774896621704102 (1.980706512928009) | > loss_feat: 6.8035407066345215 (7.129367828369141) | > loss_mel: 18.693492889404297 (18.595592975616455) | > loss_duration: 2.2360100746154785 (2.228655517101288) | > loss_1: 31.957197189331055 (32.54063177108765) | > grad_norm_1: tensor(128.6537, device='cuda:0') (tensor(131.4996, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3531 (0.3603304624557495) | > loader_time: 0.0029 (0.003043830394744873)  --> TIME: 2024-06-11 10:10:55 -- STEP: 29/330 -- GLOBAL_STEP: 231250 | > loss_disc: 2.26894474029541 (2.3184312047629523) | > loss_disc_real_0: 0.09133012592792511 (0.1052768939527972) | > loss_disc_real_1: 0.19399318099021912 (0.20326304898179812) | > loss_disc_real_2: 0.20399300754070282 (0.21114841052170458) | > loss_disc_real_3: 0.19660724699497223 (0.22529859892253218) | > loss_disc_real_4: 0.2112998515367508 (0.22978286239607582) | > loss_disc_real_5: 0.20571480691432953 (0.22174688814015225) | > loss_0: 2.26894474029541 (2.3184312047629523) | > grad_norm_0: tensor(8.2363, device='cuda:0') (tensor(13.5155, device='cuda:0')) | > loss_gen: 2.5465869903564453 (2.5014572143554688) | > loss_kl: 2.0033226013183594 (1.9392592948058556) | > loss_feat: 7.082334041595459 (6.808832349448369) | > loss_mel: 18.363849639892578 (18.091435136466192) | > loss_duration: 2.0186445713043213 (2.0710723400115962) | > loss_1: 32.014739990234375 (31.41205623232085) | > grad_norm_1: tensor(108.8633, device='cuda:0') (tensor(135.1958, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3622 (0.354375592593489) | > loader_time: 0.0036 (0.003197735753552667)  --> TIME: 2024-06-11 10:11:04 -- STEP: 54/330 -- GLOBAL_STEP: 231275 | > loss_disc: 2.26515531539917 (2.3288156456417517) | > loss_disc_real_0: 0.0886181890964508 (0.10669869363859848) | > loss_disc_real_1: 0.1819445937871933 (0.19966196296391664) | > loss_disc_real_2: 0.20562966167926788 (0.21026133525150795) | > loss_disc_real_3: 0.2233114391565323 (0.2285031913607209) | > loss_disc_real_4: 0.22266030311584473 (0.22932476495151166) | > loss_disc_real_5: 0.21036122739315033 (0.22058613460372994) | > loss_0: 2.26515531539917 (2.3288156456417517) | > grad_norm_0: tensor(4.7230, device='cuda:0') (tensor(13.1185, device='cuda:0')) | > loss_gen: 2.5041260719299316 (2.4989635105486268) | > loss_kl: 2.015998601913452 (1.9023177358839247) | > loss_feat: 7.58889627456665 (6.931438525517781) | > loss_mel: 19.15298843383789 (18.13430941546405) | > loss_duration: 1.987463355064392 (2.0419428723829767) | > loss_1: 33.249473571777344 (31.50897216796875) | > grad_norm_1: tensor(81.7493, device='cuda:0') (tensor(132.6786, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3642 (0.3570239676369561) | > loader_time: 0.0033 (0.0033973322974310983)  --> TIME: 2024-06-11 10:11:14 -- STEP: 79/330 -- GLOBAL_STEP: 231300 | > loss_disc: 2.4029040336608887 (2.3252563084228135) | > loss_disc_real_0: 0.1497366577386856 (0.10727297231743607) | > loss_disc_real_1: 0.20875141024589539 (0.19759757779067075) | > loss_disc_real_2: 0.23015502095222473 (0.21018089938767354) | > loss_disc_real_3: 0.220370814204216 (0.22799981866456284) | > loss_disc_real_4: 0.220219224691391 (0.22917900564549845) | > loss_disc_real_5: 0.23466283082962036 (0.22023822650124755) | > loss_0: 2.4029040336608887 (2.3252563084228135) | > grad_norm_0: tensor(8.8439, device='cuda:0') (tensor(13.7604, device='cuda:0')) | > loss_gen: 2.514274835586548 (2.5054722616944134) | > loss_kl: 1.731674075126648 (1.9037981516198268) | > loss_feat: 6.861185550689697 (7.021132070806962) | > loss_mel: 17.740135192871094 (18.093695676779454) | > loss_duration: 1.970923900604248 (2.0289505327804194) | > loss_1: 30.818193435668945 (31.553048628794997) | > grad_norm_1: tensor(90.4207, device='cuda:0') (tensor(143.4691, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.386 (0.3584365512751326) | > loader_time: 0.0034 (0.003478059285803686)  --> TIME: 2024-06-11 10:11:23 -- STEP: 104/330 -- GLOBAL_STEP: 231325 | > loss_disc: 2.3442397117614746 (2.328507189567274) | > loss_disc_real_0: 0.12478329241275787 (0.10860453689327607) | > loss_disc_real_1: 0.1898970603942871 (0.1978196079054704) | > loss_disc_real_2: 0.25075939297676086 (0.21088060736656192) | > loss_disc_real_3: 0.2334282547235489 (0.22791634786587495) | > loss_disc_real_4: 0.24168036878108978 (0.2295306813544952) | > loss_disc_real_5: 0.21786460280418396 (0.21989700040565088) | > loss_0: 2.3442397117614746 (2.328507189567274) | > grad_norm_0: tensor(23.8775, device='cuda:0') (tensor(15.4499, device='cuda:0')) | > loss_gen: 2.685945987701416 (2.5112845691350794) | > loss_kl: 1.9989233016967773 (1.9135935581647432) | > loss_feat: 7.734642028808594 (7.06946076796605) | > loss_mel: 18.70436668395996 (18.040708615229693) | > loss_duration: 2.0574755668640137 (2.0275906530710377) | > loss_1: 33.18135070800781 (31.5626380443573) | > grad_norm_1: tensor(338.1023, device='cuda:0') (tensor(171.6521, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3661 (0.36510806588026196) | > loader_time: 0.004 (0.0035688418608445386)  --> TIME: 2024-06-11 10:11:33 -- STEP: 129/330 -- GLOBAL_STEP: 231350 | > loss_disc: 2.315816640853882 (2.3385551474815207) | > loss_disc_real_0: 0.09825676679611206 (0.10992522468400556) | > loss_disc_real_1: 0.1621113270521164 (0.19876506612744443) | > loss_disc_real_2: 0.1971784383058548 (0.21194324047528498) | > loss_disc_real_3: 0.2396373301744461 (0.2290919349175091) | > loss_disc_real_4: 0.25714826583862305 (0.22928891198117604) | > loss_disc_real_5: 0.232115238904953 (0.22131376800148986) | > loss_0: 2.315816640853882 (2.3385551474815207) | > grad_norm_0: tensor(41.8479, device='cuda:0') (tensor(18.0283, device='cuda:0')) | > loss_gen: 2.4127278327941895 (2.509728304175444) | > loss_kl: 1.748392105102539 (1.912993921790012) | > loss_feat: 6.744851589202881 (7.061829060547112) | > loss_mel: 18.072437286376953 (18.03382605914923) | > loss_duration: 2.0007870197296143 (2.028227923452392) | > loss_1: 30.979196548461914 (31.546605191489522) | > grad_norm_1: tensor(348.8934, device='cuda:0') (tensor(192.9344, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3728 (0.36928328987239867) | > loader_time: 0.004 (0.003682829612909361)  --> TIME: 2024-06-11 10:11:43 -- STEP: 154/330 -- GLOBAL_STEP: 231375 | > loss_disc: 2.265408515930176 (2.3413432170818402) | > loss_disc_real_0: 0.1068124920129776 (0.11119626549544273) | > loss_disc_real_1: 0.20273946225643158 (0.198521551857521) | > loss_disc_real_2: 0.2121407836675644 (0.21324076435782693) | > loss_disc_real_3: 0.23842225968837738 (0.22853253443132748) | > loss_disc_real_4: 0.23409034311771393 (0.228912408475752) | > loss_disc_real_5: 0.22939175367355347 (0.22112430961101087) | > loss_0: 2.265408515930176 (2.3413432170818402) | > grad_norm_0: tensor(22.4674, device='cuda:0') (tensor(19.8269, device='cuda:0')) | > loss_gen: 2.6838362216949463 (2.5123011632399126) | > loss_kl: 1.8609646558761597 (1.9156720475717024) | > loss_feat: 7.739524841308594 (7.0656396909193555) | > loss_mel: 17.87324333190918 (18.018637805790107) | > loss_duration: 2.0495243072509766 (2.0305640147877977) | > loss_1: 32.20709228515625 (31.542814613936784) | > grad_norm_1: tensor(284.2867, device='cuda:0') (tensor(213.0817, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3773 (0.3709439596572481) | > loader_time: 0.0043 (0.003766623410311612)  --> TIME: 2024-06-11 10:11:53 -- STEP: 179/330 -- GLOBAL_STEP: 231400 | > loss_disc: 2.298612594604492 (2.3434307601864797) | > loss_disc_real_0: 0.10474754869937897 (0.11208029649111145) | > loss_disc_real_1: 0.1700521856546402 (0.1988454895645546) | > loss_disc_real_2: 0.2210524082183838 (0.21285607453498095) | > loss_disc_real_3: 0.21128493547439575 (0.22894433756780358) | > loss_disc_real_4: 0.21268300712108612 (0.22896913260054988) | > loss_disc_real_5: 0.20890501141548157 (0.22132482109123103) | > loss_0: 2.298612594604492 (2.3434307601864797) | > grad_norm_0: tensor(29.6401, device='cuda:0') (tensor(19.6933, device='cuda:0')) | > loss_gen: 2.78249454498291 (2.513611789522223) | > loss_kl: 1.871280312538147 (1.9176363312332323) | > loss_feat: 8.07886791229248 (7.079074052459035) | > loss_mel: 18.36607551574707 (18.02982007458225) | > loss_duration: 2.0729470252990723 (2.035898631511453) | > loss_1: 33.17166519165039 (31.57604075810097) | > grad_norm_1: tensor(188.3138, device='cuda:0') (tensor(218.2304, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.3886 (0.37360495961578216) | > loader_time: 0.0044 (0.003879627035982782)  --> TIME: 2024-06-11 10:12:03 -- STEP: 204/330 -- GLOBAL_STEP: 231425 | > loss_disc: 2.419495105743408 (2.34722799880832) | > loss_disc_real_0: 0.21912899613380432 (0.11394345475470319) | > loss_disc_real_1: 0.19225740432739258 (0.20061218387940347) | > loss_disc_real_2: 0.2321287840604782 (0.21280557538072267) | > loss_disc_real_3: 0.22230902314186096 (0.22873173946259068) | > loss_disc_real_4: 0.22606763243675232 (0.2283469583912223) | > loss_disc_real_5: 0.18887227773666382 (0.22076420055008403) | > loss_0: 2.419495105743408 (2.34722799880832) | > grad_norm_0: tensor(87.3492, device='cuda:0') (tensor(22.9447, device='cuda:0')) | > loss_gen: 2.58534836769104 (2.5140357531753237) | > loss_kl: 1.9624416828155518 (1.9173415864215178) | > loss_feat: 8.457269668579102 (7.09628865999334) | > loss_mel: 18.30654525756836 (18.025225639343265) | > loss_duration: 2.0437374114990234 (2.042933729933757) | > loss_1: 33.355342864990234 (31.59582529815973) | > grad_norm_1: tensor(560.0486, device='cuda:0') (tensor(236.3266, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.4236 (0.37682873127507244) | > loader_time: 0.0053 (0.00400991299573113)  --> TIME: 2024-06-11 10:12:14 -- STEP: 229/330 -- GLOBAL_STEP: 231450 | > loss_disc: 2.2207751274108887 (2.3466414572370113) | > loss_disc_real_0: 0.07142458111047745 (0.11401285250634606) | > loss_disc_real_1: 0.1705828756093979 (0.20103029900242664) | > loss_disc_real_2: 0.17915339767932892 (0.2127379864193987) | > loss_disc_real_3: 0.20422516763210297 (0.22861351144365868) | > loss_disc_real_4: 0.1971639096736908 (0.22816124278645328) | > loss_disc_real_5: 0.2018572986125946 (0.22090274394859913) | > loss_0: 2.2207751274108887 (2.3466414572370113) | > grad_norm_0: tensor(32.9484, device='cuda:0') (tensor(25.2755, device='cuda:0')) | > loss_gen: 2.6438403129577637 (2.518624493128347) | > loss_kl: 1.9869859218597412 (1.917146856087264) | > loss_feat: 7.562653064727783 (7.108069948754457) | > loss_mel: 18.565139770507812 (17.98495798235898) | > loss_duration: 2.1474814414978027 (2.0505306371955347) | > loss_1: 32.90610122680664 (31.579329869632637) | > grad_norm_1: tensor(386.0194, device='cuda:0') (tensor(257.8283, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.4069 (0.38018998829037876) | > loader_time: 0.0057 (0.004128192710043561)  --> TIME: 2024-06-11 10:12:24 -- STEP: 254/330 -- GLOBAL_STEP: 231475 | > loss_disc: 2.335975170135498 (2.3538290994373843) | > loss_disc_real_0: 0.08014275878667831 (0.11525901389403606) | > loss_disc_real_1: 0.22175832092761993 (0.20187468762238192) | > loss_disc_real_2: 0.2271796613931656 (0.21345106430175737) | > loss_disc_real_3: 0.21320083737373352 (0.22902662758752118) | > loss_disc_real_4: 0.22101148962974548 (0.22822439400699196) | > loss_disc_real_5: 0.20305371284484863 (0.22123996948632668) | > loss_0: 2.335975170135498 (2.3538290994373843) | > grad_norm_0: tensor(34.8135, device='cuda:0') (tensor(28.2086, device='cuda:0')) | > loss_gen: 2.4836618900299072 (2.5177700237965017) | > loss_kl: 1.9623632431030273 (1.919937699329196) | > loss_feat: 6.881794452667236 (7.107549718045813) | > loss_mel: 17.462739944458008 (17.953944243784033) | > loss_duration: 2.076789379119873 (2.0570472492946386) | > loss_1: 30.86734962463379 (31.556248905151847) | > grad_norm_1: tensor(482.8483, device='cuda:0') (tensor(272.6044, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.4527 (0.3848874062065066) | > loader_time: 0.0064 (0.00426684214374212)  --> TIME: 2024-06-11 10:12:36 -- STEP: 279/330 -- GLOBAL_STEP: 231500 | > loss_disc: 2.4138412475585938 (2.357559633938643) | > loss_disc_real_0: 0.16921761631965637 (0.11674044908802142) | > loss_disc_real_1: 0.2380279153585434 (0.2020393132522542) | > loss_disc_real_2: 0.17602913081645966 (0.21346459572460488) | > loss_disc_real_3: 0.23955480754375458 (0.22892866580076118) | > loss_disc_real_4: 0.2263476848602295 (0.22826465553066638) | > loss_disc_real_5: 0.21972398459911346 (0.2210793395303056) | > loss_0: 2.4138412475585938 (2.357559633938643) | > grad_norm_0: tensor(21.6896, device='cuda:0') (tensor(28.4863, device='cuda:0')) | > loss_gen: 2.462662696838379 (2.509939633817228) | > loss_kl: 1.9238325357437134 (1.924681654113168) | > loss_feat: 6.666716575622559 (7.091930121076577) | > loss_mel: 17.16202735900879 (17.92913983116014) | > loss_duration: 2.1527533531188965 (2.066083707689809) | > loss_1: 30.36799430847168 (31.52177496195694) | > grad_norm_1: tensor(150.5009, device='cuda:0') (tensor(277.5730, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.4375 (0.39003846978628515) | > loader_time: 0.0058 (0.004428309779013358) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_231500.pth  --> TIME: 2024-06-11 10:12:53 -- STEP: 304/330 -- GLOBAL_STEP: 231525 | > loss_disc: 2.4074339866638184 (2.3604185283184056) | > loss_disc_real_0: 0.16699998080730438 (0.11807619336698401) | > loss_disc_real_1: 0.20918966829776764 (0.20214449717222077) | > loss_disc_real_2: 0.17832334339618683 (0.213530896476617) | > loss_disc_real_3: 0.24162206053733826 (0.22879107909179047) | > loss_disc_real_4: 0.21906255185604095 (0.2287459443568399) | > loss_disc_real_5: 0.2035934031009674 (0.22146157390977206) | > loss_0: 2.4074339866638184 (2.3604185283184056) | > grad_norm_0: tensor(6.0768, device='cuda:0') (tensor(27.4387, device='cuda:0')) | > loss_gen: 2.3469889163970947 (2.5023728734568547) | > loss_kl: 2.115098237991333 (1.928198411276466) | > loss_feat: 7.205587863922119 (7.0937037358158515) | > loss_mel: 16.218168258666992 (17.858420281033773) | > loss_duration: 2.2172281742095947 (2.076382509579781) | > loss_1: 30.103071212768555 (31.459077828808834) | > grad_norm_1: tensor(133.3179, device='cuda:0') (tensor(269.4558, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.486 (0.3969223742422304) | > loader_time: 0.0071 (0.004615894273707744)  --> TIME: 2024-06-11 10:13:21 -- STEP: 329/330 -- GLOBAL_STEP: 231550 | > loss_disc: 2.518432140350342 (2.364691125585678) | > loss_disc_real_0: 0.18136654794216156 (0.11970358548012186) | > loss_disc_real_1: 0.15308819711208344 (0.20220759728396923) | > loss_disc_real_2: 0.1896243393421173 (0.21325191112637157) | > loss_disc_real_3: 0.24249066412448883 (0.22941191068717412) | > loss_disc_real_4: 0.23274792730808258 (0.22902274806629924) | > loss_disc_real_5: 0.2287689447402954 (0.2219007500761548) | > loss_0: 2.518432140350342 (2.364691125585678) | > grad_norm_0: tensor(7.1109, device='cuda:0') (tensor(26.6501, device='cuda:0')) | > loss_gen: 2.1529994010925293 (2.49741589769404) | > loss_kl: 2.1857216358184814 (1.938315288998798) | > loss_feat: 10.100707054138184 (7.196457083102056) | > loss_mel: 18.48615264892578 (17.8449730191912) | > loss_duration: 2.278872013092041 (2.090220937975267) | > loss_1: 35.20445251464844 (31.5673821979743) | > grad_norm_1: tensor(82.9933, device='cuda:0') (tensor(262.9341, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 14.3226 (0.45205729928060134) | > loader_time: 0.0336 (0.0050657708594139626)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.297506093978882 (2.297506093978882) | > loss_disc_real_0: 0.05725449323654175 (0.05725449323654175) | > loss_disc_real_1: 0.17786787450313568 (0.17786787450313568) | > loss_disc_real_2: 0.2260899841785431 (0.2260899841785431) | > loss_disc_real_3: 0.2088921070098877 (0.2088921070098877) | > loss_disc_real_4: 0.19716733694076538 (0.19716733694076538) | > loss_disc_real_5: 0.19472277164459229 (0.19472277164459229) | > loss_0: 2.297506093978882 (2.297506093978882) | > loss_gen: 2.1845412254333496 (2.1845412254333496) | > loss_kl: 2.5993239879608154 (2.5993239879608154) | > loss_feat: 7.250802993774414 (7.250802993774414) | > loss_mel: 18.615007400512695 (18.615007400512695) | > loss_duration: 2.9763121604919434 (2.9763121604919434) | > loss_1: 33.6259880065918 (33.6259880065918)  --> STEP: 1 | > loss_disc: 2.255096673965454 (2.255096673965454) | > loss_disc_real_0: 0.06317181140184402 (0.06317181140184402) | > loss_disc_real_1: 0.1338193565607071 (0.1338193565607071) | > loss_disc_real_2: 0.19717542827129364 (0.19717542827129364) | > loss_disc_real_3: 0.20713701844215393 (0.20713701844215393) | > loss_disc_real_4: 0.22365958988666534 (0.22365958988666534) | > loss_disc_real_5: 0.24163025617599487 (0.24163025617599487) | > loss_0: 2.255096673965454 (2.255096673965454) | > loss_gen: 2.232140302658081 (2.232140302658081) | > loss_kl: 2.2441728115081787 (2.2441728115081787) | > loss_feat: 6.3543853759765625 (6.3543853759765625) | > loss_mel: 18.932048797607422 (18.932048797607422) | > loss_duration: 2.4250965118408203 (2.4250965118408203) | > loss_1: 32.187843322753906 (32.187843322753906)  --> STEP: 2 | > loss_disc: 2.502352476119995 (2.3787245750427246) | > loss_disc_real_0: 0.11076582968235016 (0.08696882054209709) | > loss_disc_real_1: 0.2637655436992645 (0.1987924501299858) | > loss_disc_real_2: 0.26360827684402466 (0.23039185255765915) | > loss_disc_real_3: 0.2669350504875183 (0.23703603446483612) | > loss_disc_real_4: 0.2177002727985382 (0.22067993134260178) | > loss_disc_real_5: 0.23712919652462006 (0.23937972635030746) | > loss_0: 2.502352476119995 (2.3787245750427246) | > loss_gen: 2.2393267154693604 (2.2357335090637207) | > loss_kl: 2.596987009048462 (2.4205799102783203) | > loss_feat: 5.775824069976807 (6.065104722976685) | > loss_mel: 19.409385681152344 (19.170717239379883) | > loss_duration: 2.502603530883789 (2.4638500213623047) | > loss_1: 32.52412414550781 (32.35598373413086)  --> STEP: 3 | > loss_disc: 2.332472801208496 (2.363307317097982) | > loss_disc_real_0: 0.1543045938014984 (0.10941407829523087) | > loss_disc_real_1: 0.16758224368095398 (0.18838904798030853) | > loss_disc_real_2: 0.1434776484966278 (0.20142045120398203) | > loss_disc_real_3: 0.20355813205242157 (0.22587673366069794) | > loss_disc_real_4: 0.26584240794181824 (0.23573409020900726) | > loss_disc_real_5: 0.20946334302425385 (0.22940759857495627) | > loss_0: 2.332472801208496 (2.363307317097982) | > loss_gen: 2.3372280597686768 (2.2695650259653726) | > loss_kl: 2.4743528366088867 (2.438504219055176) | > loss_feat: 7.141163349151611 (6.42379093170166) | > loss_mel: 18.03135871887207 (18.790931065877277) | > loss_duration: 2.2886860370635986 (2.4054620265960693) | > loss_1: 32.272789001464844 (32.32825215657552)  --> STEP: 4 | > loss_disc: 2.337062120437622 (2.356746017932892) | > loss_disc_real_0: 0.12405170500278473 (0.11307348497211933) | > loss_disc_real_1: 0.19113819301128387 (0.18907633423805237) | > loss_disc_real_2: 0.15865053236484528 (0.19072797149419785) | > loss_disc_real_3: 0.21415521204471588 (0.22294635325670242) | > loss_disc_real_4: 0.19474062323570251 (0.22548572346568108) | > loss_disc_real_5: 0.21685099601745605 (0.2262684479355812) | > loss_0: 2.337062120437622 (2.356746017932892) | > loss_gen: 2.2328567504882812 (2.2603879570961) | > loss_kl: 3.194749593734741 (2.627565562725067) | > loss_feat: 6.5151896476745605 (6.446640610694885) | > loss_mel: 16.863208770751953 (18.309000492095947) | > loss_duration: 2.264038562774658 (2.3701061606407166) | > loss_1: 31.07004165649414 (32.013699531555176)  --> STEP: 5 | > loss_disc: 2.5205013751983643 (2.389497089385986) | > loss_disc_real_0: 0.13686859607696533 (0.11783250719308853) | > loss_disc_real_1: 0.17756152153015137 (0.18677337169647218) | > loss_disc_real_2: 0.20480583608150482 (0.19354354441165925) | > loss_disc_real_3: 0.18654081225395203 (0.21566524505615234) | > loss_disc_real_4: 0.22264030575752258 (0.22491663992404937) | > loss_disc_real_5: 0.2717263102531433 (0.23536002039909362) | > loss_0: 2.5205013751983643 (2.389497089385986) | > loss_gen: 1.9437837600708008 (2.19706711769104) | > loss_kl: 2.554694652557373 (2.612991380691528) | > loss_feat: 5.064650535583496 (6.170242595672607) | > loss_mel: 16.701282501220703 (17.9874568939209) | > loss_duration: 2.346121072769165 (2.365309143066406) | > loss_1: 28.610532760620117 (31.333066177368163)  --> STEP: 6 | > loss_disc: 2.5977251529693604 (2.424201766649882) | > loss_disc_real_0: 0.1252833753824234 (0.11907431855797768) | > loss_disc_real_1: 0.18573401868343353 (0.18660014619429907) | > loss_disc_real_2: 0.20430919528007507 (0.1953378195563952) | > loss_disc_real_3: 0.26093289256095886 (0.2232098529736201) | > loss_disc_real_4: 0.22323264181613922 (0.22463597357273102) | > loss_disc_real_5: 0.26228296756744385 (0.23984717826048532) | > loss_0: 2.5977251529693604 (2.424201766649882) | > loss_gen: 1.9112650156021118 (2.149433434009552) | > loss_kl: 2.2030587196350098 (2.544669270515442) | > loss_feat: 5.563157558441162 (6.069061756134033) | > loss_mel: 18.737775802612305 (18.112510045369465) | > loss_duration: 2.2000489234924316 (2.3377657731374106) | > loss_1: 30.615304946899414 (31.21343930562337)  --> STEP: 7 | > loss_disc: 2.2210257053375244 (2.3951766150338307) | > loss_disc_real_0: 0.07101038098335266 (0.11220804176160268) | > loss_disc_real_1: 0.2030656784772873 (0.1889523650918688) | > loss_disc_real_2: 0.13467267155647278 (0.18667136984212057) | > loss_disc_real_3: 0.22489416599273682 (0.2234504691192082) | > loss_disc_real_4: 0.2214379906654358 (0.22417911887168884) | > loss_disc_real_5: 0.24559396505355835 (0.2406681478023529) | > loss_0: 2.2210257053375244 (2.3951766150338307) | > loss_gen: 2.3340253829956055 (2.175803712436131) | > loss_kl: 3.621323823928833 (2.6984770638602122) | > loss_feat: 6.448472499847412 (6.12326329095023) | > loss_mel: 19.163135528564453 (18.262599400111608) | > loss_duration: 2.5170164108276367 (2.363373007093157) | > loss_1: 34.08397674560547 (31.623516082763672)  --> STEP: 8 | > loss_disc: 2.3298306465148926 (2.3870083689689636) | > loss_disc_real_0: 0.11404737085103989 (0.11243795789778233) | > loss_disc_real_1: 0.12768127024173737 (0.18129347823560238) | > loss_disc_real_2: 0.18812164664268494 (0.18685265444219112) | > loss_disc_real_3: 0.2551341652870178 (0.2274109311401844) | > loss_disc_real_4: 0.21794384717941284 (0.22339970991015434) | > loss_disc_real_5: 0.17272144556045532 (0.2321748100221157) | > loss_0: 2.3298306465148926 (2.3870083689689636) | > loss_gen: 2.1745710372924805 (2.1756496280431747) | > loss_kl: 2.3431811332702637 (2.6540650725364685) | > loss_feat: 9.352249145507812 (6.526886522769928) | > loss_mel: 18.309803009033203 (18.268499851226807) | > loss_duration: 2.2354583740234375 (2.347383677959442) | > loss_1: 34.41526412963867 (31.972484588623047)  --> STEP: 9 | > loss_disc: 2.485614776611328 (2.3979646364847818) | > loss_disc_real_0: 0.18407756090164185 (0.12039791378710005) | > loss_disc_real_1: 0.1862163096666336 (0.18184045950571695) | > loss_disc_real_2: 0.21466279029846191 (0.18994266953733233) | > loss_disc_real_3: 0.24355654418468475 (0.22920488814512888) | > loss_disc_real_4: 0.2498348206281662 (0.22633694443437788) | > loss_disc_real_5: 0.3152320683002472 (0.24140339427524143) | > loss_0: 2.485614776611328 (2.3979646364847818) | > loss_gen: 2.372007369995117 (2.197467154926724) | > loss_kl: 2.435925006866455 (2.6298272874620228) | > loss_feat: 8.08549976348877 (6.7000657717386884) | > loss_mel: 19.552156448364258 (18.411128362019856) | > loss_duration: 2.1690456867218018 (2.3275683455997043) | > loss_1: 34.61463165283203 (32.26605648464627)  --> STEP: 10 | > loss_disc: 2.659820079803467 (2.4241501808166506) | > loss_disc_real_0: 0.2788347899913788 (0.13624160140752792) | > loss_disc_real_1: 0.2708139419555664 (0.1907378077507019) | > loss_disc_real_2: 0.21317867934703827 (0.19226627051830292) | > loss_disc_real_3: 0.2554766833782196 (0.23183206766843795) | > loss_disc_real_4: 0.2504301965236664 (0.22874626964330674) | > loss_disc_real_5: 0.34061720967292786 (0.25132477581501006) | > loss_0: 2.659820079803467 (2.4241501808166506) | > loss_gen: 2.4794070720672607 (2.2256611466407774) | > loss_kl: 2.5933098793029785 (2.626175546646118) | > loss_feat: 4.4879865646362305 (6.478857851028442) | > loss_mel: 15.884431838989258 (18.158458709716797) | > loss_duration: 2.2998154163360596 (2.32479305267334) | > loss_1: 27.744951248168945 (31.813945960998534)  --> STEP: 11 | > loss_disc: 2.409123420715332 (2.4227841117165307) | > loss_disc_real_0: 0.07933583855628967 (0.13106835023923355) | > loss_disc_real_1: 0.19487762451171875 (0.19111415472897617) | > loss_disc_real_2: 0.20413537323474884 (0.19334527985616165) | > loss_disc_real_3: 0.23557908833026886 (0.23217270591042258) | > loss_disc_real_4: 0.2577669620513916 (0.23138451440767807) | > loss_disc_real_5: 0.26289278268814087 (0.2523764128034765) | > loss_0: 2.409123420715332 (2.4227841117165307) | > loss_gen: 2.1401758193969727 (2.217889753254977) | > loss_kl: 2.822976589202881 (2.6440665505149146) | > loss_feat: 5.114434242248535 (6.35481934113936) | > loss_mel: 16.74849510192871 (18.03028019991788) | > loss_duration: 2.414069652557373 (2.332909107208252) | > loss_1: 29.240150451660156 (31.579964551058683)  --> STEP: 12 | > loss_disc: 2.6509487628936768 (2.4417978326479597) | > loss_disc_real_0: 0.11466860771179199 (0.12970170502861342) | > loss_disc_real_1: 0.26989609003067017 (0.19767931600411734) | > loss_disc_real_2: 0.19546151161193848 (0.19352163250247637) | > loss_disc_real_3: 0.30496445298194885 (0.23823868483304977) | > loss_disc_real_4: 0.23598575592041016 (0.23176795120040575) | > loss_disc_real_5: 0.2856541872024536 (0.25514956067005795) | > loss_0: 2.6509487628936768 (2.4417978326479597) | > loss_gen: 2.0267953872680664 (2.2019652227560678) | > loss_kl: 2.4782986640930176 (2.6302525599797564) | > loss_feat: 5.784704685211182 (6.307309786478679) | > loss_mel: 17.710664749145508 (18.003645579020183) | > loss_duration: 2.305907726287842 (2.3306589921315513) | > loss_1: 30.30636978149414 (31.47383165359497)  --> STEP: 13 | > loss_disc: 2.200549364089966 (2.4232402581434984) | > loss_disc_real_0: 0.04480574280023575 (0.12317124639566128) | > loss_disc_real_1: 0.14159271121025085 (0.19336496178920454) | > loss_disc_real_2: 0.1802438497543335 (0.19250026459877306) | > loss_disc_real_3: 0.20667630434036255 (0.23581080941053537) | > loss_disc_real_4: 0.21762825548648834 (0.23068028229933518) | > loss_disc_real_5: 0.18393130600452423 (0.2496712333880938) | > loss_0: 2.200549364089966 (2.4232402581434984) | > loss_gen: 2.23077654838562 (2.2041814785737257) | > loss_kl: 2.6980443000793457 (2.6354673092181864) | > loss_feat: 5.87916374206543 (6.2743754753699665) | > loss_mel: 16.979692459106445 (17.924879954411434) | > loss_duration: 2.246299982070923 (2.3241698375115027) | > loss_1: 30.03397560119629 (31.363073495718147)  --> STEP: 14 | > loss_disc: 2.159609317779541 (2.40440947668893) | > loss_disc_real_0: 0.0706905797123909 (0.11942262734685626) | > loss_disc_real_1: 0.1939181536436081 (0.1934044754930905) | > loss_disc_real_2: 0.12073709815740585 (0.1873743241386754) | > loss_disc_real_3: 0.16870008409023285 (0.23101718617337091) | > loss_disc_real_4: 0.23844563961029053 (0.23123495067868913) | > loss_disc_real_5: 0.15549972653388977 (0.2429446971842221) | > loss_0: 2.159609317779541 (2.40440947668893) | > loss_gen: 2.2486379146575928 (2.207356938294002) | > loss_kl: 2.9197402000427246 (2.6557725157056535) | > loss_feat: 7.547096252441406 (6.365284102303641) | > loss_mel: 19.248390197753906 (18.019416400364467) | > loss_duration: 2.440443277359009 (2.332475083214896) | > loss_1: 34.4043083190918 (31.580304554530553)  --> STEP: 15 | > loss_disc: 2.3747458457946777 (2.4024319012959796) | > loss_disc_real_0: 0.11965911835432053 (0.11943839341402054) | > loss_disc_real_1: 0.21517986059188843 (0.19485616783301035) | > loss_disc_real_2: 0.26014387607574463 (0.1922256276011467) | > loss_disc_real_3: 0.20986215770244598 (0.22960685094197592) | > loss_disc_real_4: 0.20933668315410614 (0.22977506617705026) | > loss_disc_real_5: 0.23828420042991638 (0.2426339974006017) | > loss_0: 2.3747458457946777 (2.4024319012959796) | > loss_gen: 2.4194555282592773 (2.221496844291687) | > loss_kl: 3.5403687953948975 (2.71474560101827) | > loss_feat: 8.916178703308105 (6.535343742370605) | > loss_mel: 17.00676727294922 (17.951906458536783) | > loss_duration: 2.368873357772827 (2.3349016348520917) | > loss_1: 34.251644134521484 (31.758393859863283)  --> STEP: 16 | > loss_disc: 2.549469470977783 (2.4116217494010925) | > loss_disc_real_0: 0.12885405123233795 (0.12002687202766538) | > loss_disc_real_1: 0.22102689743041992 (0.19649183843284845) | > loss_disc_real_2: 0.24875345826148987 (0.19575861701741815) | > loss_disc_real_3: 0.202799990773201 (0.22793142218142748) | > loss_disc_real_4: 0.21293620765209198 (0.22872263751924038) | > loss_disc_real_5: 0.2143966257572174 (0.2408691616728902) | > loss_0: 2.549469470977783 (2.4116217494010925) | > loss_gen: 2.008155345916748 (2.2081630006432533) | > loss_kl: 2.8214521408081055 (2.7214147597551346) | > loss_feat: 5.693256378173828 (6.482713282108307) | > loss_mel: 14.19111156463623 (17.716856777668) | > loss_duration: 2.3448965549468994 (2.335526317358017) | > loss_1: 27.05887222290039 (31.4646737575531)  --> STEP: 17 | > loss_disc: 2.1862306594848633 (2.3983634499942554) | > loss_disc_real_0: 0.10138863325119019 (0.1189305050408139) | > loss_disc_real_1: 0.17906326055526733 (0.19546662796946132) | > loss_disc_real_2: 0.18746556341648102 (0.19527079033501007) | > loss_disc_real_3: 0.22634030878543854 (0.22783782727578106) | > loss_disc_real_4: 0.2023979127407074 (0.22717412429697373) | > loss_disc_real_5: 0.26476362347602844 (0.24227471824954538) | > loss_0: 2.1862306594848633 (2.3983634499942554) | > loss_gen: 2.415269613265991 (2.220345742562238) | > loss_kl: 2.151555299758911 (2.6878936150494743) | > loss_feat: 7.02800989151001 (6.514789553249583) | > loss_mel: 17.76612663269043 (17.719755004434024) | > loss_duration: 2.4524412155151367 (2.342403664308436) | > loss_1: 31.813404083251953 (31.48518730612362)  --> STEP: 18 | > loss_disc: 2.281754732131958 (2.3918851878907947) | > loss_disc_real_0: 0.10746186971664429 (0.11829335863391559) | > loss_disc_real_1: 0.1928252875804901 (0.1953198868367407) | > loss_disc_real_2: 0.18049883842468262 (0.1944501263399919) | > loss_disc_real_3: 0.16727472841739655 (0.22447321067253748) | > loss_disc_real_4: 0.18203787505626678 (0.22466655489471224) | > loss_disc_real_5: 0.1461540311574936 (0.23693468007776472) | > loss_0: 2.281754732131958 (2.3918851878907947) | > loss_gen: 2.241954803466797 (2.2215462459458246) | > loss_kl: 2.1673004627227783 (2.6589717732535467) | > loss_feat: 7.5652265548706055 (6.573147164450751) | > loss_mel: 16.17353057861328 (17.633853647443985) | > loss_duration: 2.2720634937286377 (2.3384958770540027) | > loss_1: 30.420076370239258 (31.426014476352268)  --> STEP: 19 | > loss_disc: 2.6338329315185547 (2.4046192796606767) | > loss_disc_real_0: 0.18261972069740295 (0.12167895663725703) | > loss_disc_real_1: 0.2290603667497635 (0.19709570156900505) | > loss_disc_real_2: 0.282414048910141 (0.19907980647526288) | > loss_disc_real_3: 0.23086734116077423 (0.2248097438561289) | > loss_disc_real_4: 0.3034818172454834 (0.22881472659738442) | > loss_disc_real_5: 0.27480390667915344 (0.2389277972673115) | > loss_0: 2.6338329315185547 (2.4046192796606767) | > loss_gen: 2.1938397884368896 (2.220088011340091) | > loss_kl: 2.0063562393188477 (2.6246235872569836) | > loss_feat: 5.577660083770752 (6.520753107572856) | > loss_mel: 17.25070571899414 (17.613687966999255) | > loss_duration: 2.290236711502075 (2.335955920972322) | > loss_1: 29.31879997253418 (31.315108449835527)  --> STEP: 20 | > loss_disc: 2.486142635345459 (2.4086954474449156) | > loss_disc_real_0: 0.13692578673362732 (0.12244129814207554) | > loss_disc_real_1: 0.19146490097045898 (0.19681416153907774) | > loss_disc_real_2: 0.22867904603481293 (0.2005597684532404) | > loss_disc_real_3: 0.2552347481250763 (0.22633099406957627) | > loss_disc_real_4: 0.2210220843553543 (0.2284250944852829) | > loss_disc_real_5: 0.21327310800552368 (0.2376450628042221) | > loss_0: 2.486142635345459 (2.4086954474449156) | > loss_gen: 2.1289265155792236 (2.2155299365520476) | > loss_kl: 2.4262492656707764 (2.6147048711776733) | > loss_feat: 4.698337554931641 (6.429632329940796) | > loss_mel: 18.410005569458008 (17.65350384712219) | > loss_duration: 2.3306455612182617 (2.335690402984619) | > loss_1: 29.994163513183594 (31.24906120300293)  --> STEP: 21 | > loss_disc: 2.50302791595459 (2.4131874697549) | > loss_disc_real_0: 0.08481772243976593 (0.12064969929910842) | > loss_disc_real_1: 0.23795124888420105 (0.1987730704602741) | > loss_disc_real_2: 0.1527092307806015 (0.19828117142120996) | > loss_disc_real_3: 0.2210855484008789 (0.22608121094249545) | > loss_disc_real_4: 0.2900230288505554 (0.23135832945505777) | > loss_disc_real_5: 0.29805421829223633 (0.24052168925603232) | > loss_0: 2.50302791595459 (2.4131874697549) | > loss_gen: 2.1856257915496826 (2.214105929647173) | > loss_kl: 2.1780812740325928 (2.593913271313622) | > loss_feat: 6.269118309020996 (6.421988805135091) | > loss_mel: 18.28291893005371 (17.683475993928454) | > loss_duration: 2.161564350128174 (2.3273986861819314) | > loss_1: 31.077306747436523 (31.240882419404528)  --> STEP: 22 | > loss_disc: 2.2494592666625977 (2.40574527870525) | > loss_disc_real_0: 0.12769442796707153 (0.12096991423856128) | > loss_disc_real_1: 0.1911647766828537 (0.19842723892493683) | > loss_disc_real_2: 0.16060775518417358 (0.1965687434104356) | > loss_disc_real_3: 0.1627320796251297 (0.22320170497352426) | > loss_disc_real_4: 0.24229246377944946 (0.23185533556071194) | > loss_disc_real_5: 0.2416752427816391 (0.24057412350719626) | > loss_0: 2.2494592666625977 (2.40574527870525) | > loss_gen: 2.4695918560028076 (2.225718926299702) | > loss_kl: 2.4000113010406494 (2.585099545392123) | > loss_feat: 9.620706558227539 (6.567385066639293) | > loss_mel: 20.470958709716797 (17.810179753737017) | > loss_duration: 2.17378568649292 (2.320416277105158) | > loss_1: 37.13505554199219 (31.50879937952215)  --> STEP: 23 | > loss_disc: 2.56974720954895 (2.412875797437585) | > loss_disc_real_0: 0.19852183759212494 (0.12434173699306406) | > loss_disc_real_1: 0.19100111722946167 (0.19810436406861182) | > loss_disc_real_2: 0.2828906178474426 (0.20032186838595764) | > loss_disc_real_3: 0.30313315987586975 (0.22667698562145233) | > loss_disc_real_4: 0.30661487579345703 (0.23510575035344) | > loss_disc_real_5: 0.27879419922828674 (0.24223586592985236) | > loss_0: 2.56974720954895 (2.412875797437585) | > loss_gen: 2.4871132373809814 (2.2370838963467143) | > loss_kl: 1.8830082416534424 (2.5545738365339195) | > loss_feat: 6.35333251953125 (6.558078434156335) | > loss_mel: 16.389659881591797 (17.748418020165484) | > loss_duration: 2.237478256225586 (2.3168102761973506) | > loss_1: 29.3505916595459 (31.414964261262313)  --> STEP: 24 | > loss_disc: 2.5364010334014893 (2.4180226822694144) | > loss_disc_real_0: 0.12262316048145294 (0.12427012963841359) | > loss_disc_real_1: 0.21495525538921356 (0.19880648454030356) | > loss_disc_real_2: 0.2018020898103714 (0.20038354427864155) | > loss_disc_real_3: 0.22553208470344543 (0.22662928141653538) | > loss_disc_real_4: 0.26126620173454285 (0.23619576916098595) | > loss_disc_real_5: 0.2760406732559204 (0.24364439956843853) | > loss_0: 2.5364010334014893 (2.4180226822694144) | > loss_gen: 2.2061257362365723 (2.2357939730087915) | > loss_kl: 2.560453176498413 (2.5548188090324397) | > loss_feat: 5.100987911224365 (6.497366329034169) | > loss_mel: 16.105484008789062 (17.679962436358135) | > loss_duration: 2.4450762271881104 (2.3221546908219657) | > loss_1: 28.418127059936523 (31.290096044540405)  --> STEP: 25 | > loss_disc: 2.4340085983276367 (2.418662118911743) | > loss_disc_real_0: 0.07582849264144897 (0.122332464158535) | > loss_disc_real_1: 0.16431842744350433 (0.19742696225643158) | > loss_disc_real_2: 0.23622994124889374 (0.20181740015745164) | > loss_disc_real_3: 0.1816815435886383 (0.2248313719034195) | > loss_disc_real_4: 0.14207197725772858 (0.23243081748485564) | > loss_disc_real_5: 0.16402466595172882 (0.24045961022377013) | > loss_0: 2.4340085983276367 (2.418662118911743) | > loss_gen: 1.9212285280227661 (2.2232113552093504) | > loss_kl: 2.6339778900146484 (2.557985172271728) | > loss_feat: 7.100160598754883 (6.521478099822998) | > loss_mel: 17.290273666381836 (17.66437488555908) | > loss_duration: 2.3547186851501465 (2.3234572505950926) | > loss_1: 31.30035972595215 (31.290506591796873)  --> STEP: 26 | > loss_disc: 2.45072340965271 (2.419895245478703) | > loss_disc_real_0: 0.18339788913726807 (0.12468113435002473) | > loss_disc_real_1: 0.23577599227428436 (0.1989019249494259) | > loss_disc_real_2: 0.2373296469449997 (0.20318325580312654) | > loss_disc_real_3: 0.1571430265903473 (0.22222797400676286) | > loss_disc_real_4: 0.18669387698173523 (0.23067170438858178) | > loss_disc_real_5: 0.1882835328578949 (0.2384528380173903) | > loss_0: 2.45072340965271 (2.419895245478703) | > loss_gen: 1.9767658710479736 (2.213732682741605) | > loss_kl: 2.2523176670074463 (2.5462287297615633) | > loss_feat: 6.9995832443237305 (6.539866759226872) | > loss_mel: 8.286211967468262 (17.303676311786354) | > loss_duration: 2.2739503383636475 (2.3215531385861907) | > loss_1: 21.788829803466797 (30.92505748455341) --> EVAL PERFORMANCE | > avg_loader_time: 0.002404332160949707 (-2.449292403001145e-05) | > avg_loss_disc: 2.419895245478703 (+0.0069641149961023885) | > avg_loss_disc_real_0: 0.12468113435002473 (+0.026515469671441957) | > avg_loss_disc_real_1: 0.1989019249494259 (+0.0001967918987457462) | > avg_loss_disc_real_2: 0.20318325580312654 (-0.02263670729903075) | > avg_loss_disc_real_3: 0.22222797400676286 (-0.02968760465200132) | > avg_loss_disc_real_4: 0.23067170438858178 (-0.00865350921566671) | > avg_loss_disc_real_5: 0.2384528380173903 (+0.027060217582262458) | > avg_loss_0: 2.419895245478703 (+0.0069641149961023885) | > avg_loss_gen: 2.213732682741605 (+0.008613123343540696) | > avg_loss_kl: 2.5462287297615633 (-0.08915950701787034) | > avg_loss_feat: 6.539866759226872 (-0.575286003259512) | > avg_loss_mel: 17.303676311786354 (-0.5016929919903141) | > avg_loss_duration: 2.3215531385861907 (-0.011586840336139659) | > avg_loss_1: 30.92505748455341 (-1.1691122055053746)  > EPOCH: 435/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:13:27)   --> TIME: 2024-06-11 10:13:37 -- STEP: 24/330 -- GLOBAL_STEP: 231575 | > loss_disc: 2.425291061401367 (2.3196749091148376) | > loss_disc_real_0: 0.11635977029800415 (0.10273086900512378) | > loss_disc_real_1: 0.1574784517288208 (0.19838701064387956) | > loss_disc_real_2: 0.23809823393821716 (0.21350122367342314) | > loss_disc_real_3: 0.23391927778720856 (0.21918683933715025) | > loss_disc_real_4: 0.2133151888847351 (0.22157059982419014) | > loss_disc_real_5: 0.20785799622535706 (0.21688653404513994) | > loss_0: 2.425291061401367 (2.3196749091148376) | > grad_norm_0: tensor(12.5108, device='cuda:0') (tensor(11.3635, device='cuda:0')) | > loss_gen: 2.497255325317383 (2.4825881421566005) | > loss_kl: 1.6033732891082764 (1.8576308985551198) | > loss_feat: 6.972225666046143 (7.007440626621246) | > loss_mel: 17.279220581054688 (18.00480175018311) | > loss_duration: 2.003584623336792 (2.089021692673365) | > loss_1: 30.35565948486328 (31.44148325920105) | > grad_norm_1: tensor(107.4110, device='cuda:0') (tensor(104.1652, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3515 (0.35698551932970685) | > loader_time: 0.003 (0.00316468874613444)  --> TIME: 2024-06-11 10:13:46 -- STEP: 49/330 -- GLOBAL_STEP: 231600 | > loss_disc: 2.277311325073242 (2.3459313840282214) | > loss_disc_real_0: 0.06853008270263672 (0.10735247451431897) | > loss_disc_real_1: 0.19578859210014343 (0.20100671691553934) | > loss_disc_real_2: 0.19668284058570862 (0.21344999178331725) | > loss_disc_real_3: 0.1958051174879074 (0.22610562005821538) | > loss_disc_real_4: 0.21669729053974152 (0.22424796771030037) | > loss_disc_real_5: 0.18919146060943604 (0.21797586186807982) | > loss_0: 2.277311325073242 (2.3459313840282214) | > grad_norm_0: tensor(22.4135, device='cuda:0') (tensor(12.9492, device='cuda:0')) | > loss_gen: 2.5444905757904053 (2.487434119594341) | > loss_kl: 1.9200588464736938 (1.8858280181884766) | > loss_feat: 7.106964111328125 (6.991810399658826) | > loss_mel: 18.112091064453125 (18.08672807654555) | > loss_duration: 1.9414591789245605 (2.0452409861039147) | > loss_1: 31.625064849853516 (31.497041624419545) | > grad_norm_1: tensor(343.8156, device='cuda:0') (tensor(131.1747, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3827 (0.3579530034746442) | > loader_time: 0.0032 (0.003311867616614517)  --> TIME: 2024-06-11 10:13:55 -- STEP: 74/330 -- GLOBAL_STEP: 231625 | > loss_disc: 2.3403708934783936 (2.3481770173923406) | > loss_disc_real_0: 0.11416532844305038 (0.11085851128036911) | > loss_disc_real_1: 0.18372322618961334 (0.1987513388330872) | > loss_disc_real_2: 0.23495958745479584 (0.21390530789220655) | > loss_disc_real_3: 0.2171701043844223 (0.22667128935053543) | > loss_disc_real_4: 0.22228248417377472 (0.2285501447481078) | > loss_disc_real_5: 0.21879860758781433 (0.21988985123666557) | > loss_0: 2.3403708934783936 (2.3481770173923406) | > grad_norm_0: tensor(17.1560, device='cuda:0') (tensor(13.6414, device='cuda:0')) | > loss_gen: 2.440927028656006 (2.4908346163259987) | > loss_kl: 1.9916691780090332 (1.8985056506620872) | > loss_feat: 7.191654205322266 (7.048880403106277) | > loss_mel: 17.714345932006836 (18.09533722336227) | > loss_duration: 1.9517576694488525 (2.0284852143880503) | > loss_1: 31.290353775024414 (31.562043086902516) | > grad_norm_1: tensor(213.7051, device='cuda:0') (tensor(152.6849, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3686 (0.36009532374304687) | > loader_time: 0.0036 (0.0034237842302064637)  --> TIME: 2024-06-11 10:14:05 -- STEP: 99/330 -- GLOBAL_STEP: 231650 | > loss_disc: 2.3916335105895996 (2.3537610684982466) | > loss_disc_real_0: 0.08330768346786499 (0.11252091426138926) | > loss_disc_real_1: 0.201334610581398 (0.20226000204230798) | > loss_disc_real_2: 0.1704452931880951 (0.21211786553113146) | > loss_disc_real_3: 0.25393807888031006 (0.22672986638064335) | > loss_disc_real_4: 0.21498236060142517 (0.22901167878598877) | > loss_disc_real_5: 0.18415458500385284 (0.21945057011613942) | > loss_0: 2.3916335105895996 (2.3537610684982466) | > grad_norm_0: tensor(16.6183, device='cuda:0') (tensor(17.8774, device='cuda:0')) | > loss_gen: 2.4665260314941406 (2.491742206342295) | > loss_kl: 1.7692337036132812 (1.893246671166083) | > loss_feat: 6.927742004394531 (7.023464304028136) | > loss_mel: 17.698902130126953 (18.03507246152319) | > loss_duration: 2.045347213745117 (2.025690760275332) | > loss_1: 30.907751083374023 (31.469216356373796) | > grad_norm_1: tensor(188.9992, device='cuda:0') (tensor(191.9771, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3626 (0.3623199414725255) | > loader_time: 0.0037 (0.0035065641306867503)  --> TIME: 2024-06-11 10:14:14 -- STEP: 124/330 -- GLOBAL_STEP: 231675 | > loss_disc: 2.311366319656372 (2.352590589754043) | > loss_disc_real_0: 0.10259439051151276 (0.11196557877044525) | > loss_disc_real_1: 0.1996752917766571 (0.20074784779740917) | > loss_disc_real_2: 0.19119717180728912 (0.21269496205833652) | > loss_disc_real_3: 0.23469629883766174 (0.22696966317392164) | > loss_disc_real_4: 0.21653153002262115 (0.22904577022117953) | > loss_disc_real_5: 0.2082022875547409 (0.21998701893514203) | > loss_0: 2.311366319656372 (2.352590589754043) | > grad_norm_0: tensor(22.6610, device='cuda:0') (tensor(18.5392, device='cuda:0')) | > loss_gen: 2.5198254585266113 (2.4981034436533545) | > loss_kl: 1.828305959701538 (1.901229428668176) | > loss_feat: 7.664414882659912 (7.047902814803585) | > loss_mel: 18.52979278564453 (18.037388786192864) | > loss_duration: 2.0362207889556885 (2.0273573081339555) | > loss_1: 32.57855987548828 (31.5119817795292) | > grad_norm_1: tensor(75.2276, device='cuda:0') (tensor(206.7728, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3718 (0.3636676669120788) | > loader_time: 0.0041 (0.0036073557792171357)  --> TIME: 2024-06-11 10:14:23 -- STEP: 149/330 -- GLOBAL_STEP: 231700 | > loss_disc: 2.192023277282715 (2.3466956295423054) | > loss_disc_real_0: 0.11417429149150848 (0.11254219545814015) | > loss_disc_real_1: 0.20597848296165466 (0.20061309235608019) | > loss_disc_real_2: 0.2287752777338028 (0.21304415286387374) | > loss_disc_real_3: 0.19014893472194672 (0.226473215842407) | > loss_disc_real_4: 0.19980336725711823 (0.22817278668384425) | > loss_disc_real_5: 0.17491649091243744 (0.21976250080054238) | > loss_0: 2.192023277282715 (2.3466956295423054) | > grad_norm_0: tensor(74.2762, device='cuda:0') (tensor(21.8576, device='cuda:0')) | > loss_gen: 2.493424892425537 (2.5058989652851302) | > loss_kl: 1.9648408889770508 (1.918077542477806) | > loss_feat: 7.617542743682861 (7.075113069291083) | > loss_mel: 17.77641487121582 (18.005400830467273) | > loss_duration: 2.0455033779144287 (2.029974620614276) | > loss_1: 31.897727966308594 (31.534465047337065) | > grad_norm_1: tensor(461.7253, device='cuda:0') (tensor(229.4764, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3691 (0.36542756605468335) | > loader_time: 0.004 (0.003705856784078099)  --> TIME: 2024-06-11 10:14:33 -- STEP: 174/330 -- GLOBAL_STEP: 231725 | > loss_disc: 2.3095269203186035 (2.344722454575286) | > loss_disc_real_0: 0.09317000210285187 (0.11114500116171508) | > loss_disc_real_1: 0.1776394098997116 (0.1998201571833129) | > loss_disc_real_2: 0.2152821272611618 (0.21311512983393396) | > loss_disc_real_3: 0.2174566239118576 (0.22760103788526578) | > loss_disc_real_4: 0.2179647982120514 (0.22824147138102302) | > loss_disc_real_5: 0.2220633327960968 (0.2208717881605543) | > loss_0: 2.3095269203186035 (2.344722454575286) | > grad_norm_0: tensor(6.7848, device='cuda:0') (tensor(23.0139, device='cuda:0')) | > loss_gen: 2.6080853939056396 (2.520263095011657) | > loss_kl: 2.1149232387542725 (1.925652216905835) | > loss_feat: 7.40416955947876 (7.095352671612268) | > loss_mel: 18.413013458251953 (17.996339271808495) | > loss_duration: 2.1218209266662598 (2.0347805790517532) | > loss_1: 32.66201400756836 (31.572387848777332) | > grad_norm_1: tensor(523.1790, device='cuda:0') (tensor(251.8088, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3767 (0.36760549983759006) | > loader_time: 0.0043 (0.0038027859282219545)  --> TIME: 2024-06-11 10:14:43 -- STEP: 199/330 -- GLOBAL_STEP: 231750 | > loss_disc: 2.4352328777313232 (2.346290124720664) | > loss_disc_real_0: 0.12464819103479385 (0.11342980328891146) | > loss_disc_real_1: 0.24724580347537994 (0.1997743708703986) | > loss_disc_real_2: 0.2384977638721466 (0.21257553882335298) | > loss_disc_real_3: 0.268779993057251 (0.22773647899903246) | > loss_disc_real_4: 0.24884094297885895 (0.22765945714322766) | > loss_disc_real_5: 0.2539965510368347 (0.22081995429705137) | > loss_0: 2.4352328777313232 (2.346290124720664) | > grad_norm_0: tensor(25.8729, device='cuda:0') (tensor(26.9272, device='cuda:0')) | > loss_gen: 2.697326421737671 (2.5250404815577987) | > loss_kl: 1.9185627698898315 (1.9326309570715057) | > loss_feat: 6.703914165496826 (7.107487759997497) | > loss_mel: 17.738428115844727 (17.982249168894402) | > loss_duration: 2.159133195877075 (2.042290253854877) | > loss_1: 31.217365264892578 (31.589698599810575) | > grad_norm_1: tensor(402.0712, device='cuda:0') (tensor(270.5697, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.4031 (0.3703372143021777) | > loader_time: 0.0049 (0.003926559908306179)  --> TIME: 2024-06-11 10:14:53 -- STEP: 224/330 -- GLOBAL_STEP: 231775 | > loss_disc: 2.3062078952789307 (2.350930782301085) | > loss_disc_real_0: 0.11663075536489487 (0.11577513800667864) | > loss_disc_real_1: 0.25351405143737793 (0.20004311144085873) | > loss_disc_real_2: 0.22800107300281525 (0.21297149433355247) | > loss_disc_real_3: 0.2182016670703888 (0.22791611004088605) | > loss_disc_real_4: 0.22905442118644714 (0.22789431516347186) | > loss_disc_real_5: 0.23480941355228424 (0.2207750300211566) | > loss_0: 2.3062078952789307 (2.350930782301085) | > grad_norm_0: tensor(32.1667, device='cuda:0') (tensor(28.3899, device='cuda:0')) | > loss_gen: 2.542513847351074 (2.5170543694070417) | > loss_kl: 1.931048035621643 (1.9364695575620448) | > loss_feat: 7.694469928741455 (7.093629045145852) | > loss_mel: 18.23563003540039 (17.939161283629275) | > loss_duration: 2.15681791305542 (2.049388361828668) | > loss_1: 32.560482025146484 (31.53570259468896) | > grad_norm_1: tensor(536.4003, device='cuda:0') (tensor(281.8002, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.3912 (0.3737031540700365) | > loader_time: 0.0054 (0.004074342548847199)  --> TIME: 2024-06-11 10:15:04 -- STEP: 249/330 -- GLOBAL_STEP: 231800 | > loss_disc: 2.370573043823242 (2.3514609011301553) | > loss_disc_real_0: 0.13259638845920563 (0.11592329664522386) | > loss_disc_real_1: 0.17164896428585052 (0.1994366918701724) | > loss_disc_real_2: 0.1837422251701355 (0.21282385080214963) | > loss_disc_real_3: 0.23501431941986084 (0.22799116809923486) | > loss_disc_real_4: 0.24783293902873993 (0.22841941813627878) | > loss_disc_real_5: 0.24854326248168945 (0.22116991638179764) | > loss_0: 2.370573043823242 (2.3514609011301553) | > grad_norm_0: tensor(7.8752, device='cuda:0') (tensor(27.4297, device='cuda:0')) | > loss_gen: 2.4924778938293457 (2.5101030552722374) | > loss_kl: 1.8101993799209595 (1.9370450556996357) | > loss_feat: 6.969050407409668 (7.087625174158548) | > loss_mel: 17.161479949951172 (17.90864877049702) | > loss_duration: 2.1099395751953125 (2.0570064672983324) | > loss_1: 30.543148040771484 (31.50042852531954) | > grad_norm_1: tensor(52.1098, device='cuda:0') (tensor(274.3086, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.4124 (0.3789926724261546) | > loader_time: 0.0051 (0.004208686361351168)  --> TIME: 2024-06-11 10:15:15 -- STEP: 274/330 -- GLOBAL_STEP: 231825 | > loss_disc: 2.384404182434082 (2.3530328604426693) | > loss_disc_real_0: 0.14773747324943542 (0.11641745320963164) | > loss_disc_real_1: 0.21761488914489746 (0.1999459901321544) | > loss_disc_real_2: 0.26619818806648254 (0.21293755169332462) | > loss_disc_real_3: 0.21091043949127197 (0.22823316342856761) | > loss_disc_real_4: 0.19795085489749908 (0.22840651548909444) | > loss_disc_real_5: 0.20797032117843628 (0.22096331841754216) | > loss_0: 2.384404182434082 (2.3530328604426693) | > grad_norm_0: tensor(36.1487, device='cuda:0') (tensor(26.4095, device='cuda:0')) | > loss_gen: 2.4785850048065186 (2.505522319870275) | > loss_kl: 1.9398643970489502 (1.9400688514222193) | > loss_feat: 7.715956687927246 (7.0991195501202204) | > loss_mel: 17.30276107788086 (17.863045455765544) | > loss_duration: 2.150768280029297 (2.064726478862067) | > loss_1: 31.587934494018555 (31.472482660391034) | > grad_norm_1: tensor(450.4124, device='cuda:0') (tensor(267.1893, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.4495 (0.3842604081996164) | > loader_time: 0.0057 (0.004346785754182915)  --> TIME: 2024-06-11 10:15:28 -- STEP: 299/330 -- GLOBAL_STEP: 231850 | > loss_disc: 2.364370822906494 (2.356489870460535) | > loss_disc_real_0: 0.10792940855026245 (0.11657450826570741) | > loss_disc_real_1: 0.20498590171337128 (0.2000998710110834) | > loss_disc_real_2: 0.19918937981128693 (0.21308025797473942) | > loss_disc_real_3: 0.2265651971101761 (0.22900308005785863) | > loss_disc_real_4: 0.23656991124153137 (0.22875216772723755) | > loss_disc_real_5: 0.24268271028995514 (0.221178340273956) | > loss_0: 2.364370822906494 (2.356489870460535) | > grad_norm_0: tensor(8.7381, device='cuda:0') (tensor(27.6142, device='cuda:0')) | > loss_gen: 2.545318603515625 (2.503901681772444) | > loss_kl: 1.9972208738327026 (1.9443658422865597) | > loss_feat: 7.121979713439941 (7.119098626650295) | > loss_mel: 17.6329345703125 (17.825680940047548) | > loss_duration: 2.2363624572753906 (2.0746966221659484) | > loss_1: 31.533817291259766 (31.467743717308426) | > grad_norm_1: tensor(245.6690, device='cuda:0') (tensor(278.7674, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.4694 (0.3915520886513698) | > loader_time: 0.0063 (0.004514941403698364)  --> TIME: 2024-06-11 10:15:42 -- STEP: 324/330 -- GLOBAL_STEP: 231875 | > loss_disc: 2.514498472213745 (2.3583894423496563) | > loss_disc_real_0: 0.14662504196166992 (0.11796180191047398) | > loss_disc_real_1: 0.21865887939929962 (0.20063880656236494) | > loss_disc_real_2: 0.18578743934631348 (0.21355287206393697) | > loss_disc_real_3: 0.19845370948314667 (0.2286152294204559) | > loss_disc_real_4: 0.22057688236236572 (0.22830590159620767) | > loss_disc_real_5: 0.24042199552059174 (0.22052229228027073) | > loss_0: 2.514498472213745 (2.3583894423496563) | > grad_norm_0: tensor(49.2065, device='cuda:0') (tensor(28.8129, device='cuda:0')) | > loss_gen: 2.162562370300293 (2.5038021089118203) | > loss_kl: 2.09401535987854 (1.9487541752097048) | > loss_feat: 10.280031204223633 (7.168660871776532) | > loss_mel: 18.221071243286133 (17.78926417857041) | > loss_duration: 2.2881412506103516 (2.0887178609400627) | > loss_1: 35.04582214355469 (31.4991992196919) | > grad_norm_1: tensor(341.2527, device='cuda:0') (tensor(289.0069, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.6153 (0.40363230896584756) | > loader_time: 0.0097 (0.0047944129249196)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3689613342285156 (2.3689613342285156) | > loss_disc_real_0: 0.11867515742778778 (0.11867515742778778) | > loss_disc_real_1: 0.20279817283153534 (0.20279817283153534) | > loss_disc_real_2: 0.32826417684555054 (0.32826417684555054) | > loss_disc_real_3: 0.272770494222641 (0.272770494222641) | > loss_disc_real_4: 0.22534990310668945 (0.22534990310668945) | > loss_disc_real_5: 0.1783732920885086 (0.1783732920885086) | > loss_0: 2.3689613342285156 (2.3689613342285156) | > loss_gen: 2.398451328277588 (2.398451328277588) | > loss_kl: 2.814687967300415 (2.814687967300415) | > loss_feat: 6.321958065032959 (6.321958065032959) | > loss_mel: 17.48119354248047 (17.48119354248047) | > loss_duration: 3.004497528076172 (3.004497528076172) | > loss_1: 32.020790100097656 (32.020790100097656)  --> STEP: 1 | > loss_disc: 2.3998615741729736 (2.3998615741729736) | > loss_disc_real_0: 0.10778146982192993 (0.10778146982192993) | > loss_disc_real_1: 0.14467062056064606 (0.14467062056064606) | > loss_disc_real_2: 0.3831447958946228 (0.3831447958946228) | > loss_disc_real_3: 0.30438432097435 (0.30438432097435) | > loss_disc_real_4: 0.25636807084083557 (0.25636807084083557) | > loss_disc_real_5: 0.28581660985946655 (0.28581660985946655) | > loss_0: 2.3998615741729736 (2.3998615741729736) | > loss_gen: 2.8044817447662354 (2.8044817447662354) | > loss_kl: 2.602217674255371 (2.602217674255371) | > loss_feat: 7.478493690490723 (7.478493690490723) | > loss_mel: 19.605459213256836 (19.605459213256836) | > loss_duration: 2.45169734954834 (2.45169734954834) | > loss_1: 34.942352294921875 (34.942352294921875)  --> STEP: 2 | > loss_disc: 2.4715399742126465 (2.43570077419281) | > loss_disc_real_0: 0.13828837871551514 (0.12303492426872253) | > loss_disc_real_1: 0.17068706452846527 (0.15767884254455566) | > loss_disc_real_2: 0.3367927372455597 (0.35996876657009125) | > loss_disc_real_3: 0.3564439117908478 (0.3304141163825989) | > loss_disc_real_4: 0.29191121459007263 (0.2741396427154541) | > loss_disc_real_5: 0.33313611149787903 (0.3094763606786728) | > loss_0: 2.4715399742126465 (2.43570077419281) | > loss_gen: 2.771333932876587 (2.787907838821411) | > loss_kl: 3.212855815887451 (2.907536745071411) | > loss_feat: 7.192993640899658 (7.33574366569519) | > loss_mel: 19.88944435119629 (19.747451782226562) | > loss_duration: 2.471890926361084 (2.461794137954712) | > loss_1: 35.538516998291016 (35.240434646606445)  --> STEP: 3 | > loss_disc: 2.367783308029175 (2.4130616188049316) | > loss_disc_real_0: 0.17997297644615173 (0.14201427499453226) | > loss_disc_real_1: 0.17214034497737885 (0.16249934335549673) | > loss_disc_real_2: 0.2688559591770172 (0.3295978307723999) | > loss_disc_real_3: 0.332290381193161 (0.33103953798611957) | > loss_disc_real_4: 0.22959107160568237 (0.25929011901219684) | > loss_disc_real_5: 0.26854538917541504 (0.2958327035109202) | > loss_0: 2.367783308029175 (2.4130616188049316) | > loss_gen: 2.7589163780212402 (2.7782440185546875) | > loss_kl: 3.0022120475769043 (2.9390951792399087) | > loss_feat: 6.255436897277832 (6.975641409556071) | > loss_mel: 17.998788833618164 (19.16456413269043) | > loss_duration: 2.3096072673797607 (2.411065181096395) | > loss_1: 32.3249626159668 (34.26861063639323)  --> STEP: 4 | > loss_disc: 2.508643627166748 (2.4369571208953857) | > loss_disc_real_0: 0.19328102469444275 (0.1548309624195099) | > loss_disc_real_1: 0.16702353954315186 (0.1636303924024105) | > loss_disc_real_2: 0.3586943745613098 (0.3368719667196274) | > loss_disc_real_3: 0.30700695514678955 (0.3250313922762871) | > loss_disc_real_4: 0.21699143946170807 (0.24871544912457466) | > loss_disc_real_5: 0.2469259649515152 (0.28360601887106895) | > loss_0: 2.508643627166748 (2.4369571208953857) | > loss_gen: 2.6066577434539795 (2.7353474497795105) | > loss_kl: 3.1088919639587402 (2.9815443754196167) | > loss_feat: 7.1032304763793945 (7.007538676261902) | > loss_mel: 18.33364486694336 (18.956834316253662) | > loss_duration: 2.2790493965148926 (2.3780612349510193) | > loss_1: 33.43147277832031 (34.059326171875)  --> STEP: 5 | > loss_disc: 2.0690386295318604 (2.3633734226226806) | > loss_disc_real_0: 0.12246159464120865 (0.14835708886384963) | > loss_disc_real_1: 0.13260993361473083 (0.15742630064487456) | > loss_disc_real_2: 0.29064232110977173 (0.32762603759765624) | > loss_disc_real_3: 0.24247348308563232 (0.30851981043815613) | > loss_disc_real_4: 0.23190733790397644 (0.245353826880455) | > loss_disc_real_5: 0.157928466796875 (0.25847050845623015) | > loss_0: 2.0690386295318604 (2.3633734226226806) | > loss_gen: 2.7683334350585938 (2.7419446468353272) | > loss_kl: 2.4117813110351562 (2.8675917625427245) | > loss_feat: 7.38556432723999 (7.083143806457519) | > loss_mel: 19.63800048828125 (19.09306755065918) | > loss_duration: 2.4221701622009277 (2.386883020401001) | > loss_1: 34.625850677490234 (34.172631072998044)  --> STEP: 6 | > loss_disc: 2.350269317626953 (2.3611894051233926) | > loss_disc_real_0: 0.1059037297964096 (0.1412815290192763) | > loss_disc_real_1: 0.1902482658624649 (0.16289662818113962) | > loss_disc_real_2: 0.30735188722610474 (0.324247012535731) | > loss_disc_real_3: 0.2828572988510132 (0.3042427251736323) | > loss_disc_real_4: 0.29909053444862366 (0.2543099448084831) | > loss_disc_real_5: 0.23985470831394196 (0.25536787509918213) | > loss_0: 2.350269317626953 (2.3611894051233926) | > loss_gen: 2.728276491165161 (2.7396666208902993) | > loss_kl: 3.324763059616089 (2.9437869787216187) | > loss_feat: 5.246634006500244 (6.777058839797974) | > loss_mel: 18.424007415771484 (18.9815575281779) | > loss_duration: 2.1586720943450928 (2.3488478660583496) | > loss_1: 31.882352828979492 (33.790918032328285)  --> STEP: 7 | > loss_disc: 2.554065465927124 (2.388743128095354) | > loss_disc_real_0: 0.1718921959400177 (0.14565448143652507) | > loss_disc_real_1: 0.21241895854473114 (0.16997124680450984) | > loss_disc_real_2: 0.29231134057044983 (0.319684773683548) | > loss_disc_real_3: 0.3059149980545044 (0.30448162129947115) | > loss_disc_real_4: 0.30723634362220764 (0.2618708589247295) | > loss_disc_real_5: 0.2741124629974365 (0.25804567337036133) | > loss_0: 2.554065465927124 (2.388743128095354) | > loss_gen: 2.6321871280670166 (2.7243124076298306) | > loss_kl: 4.001983165740967 (3.0949578625815257) | > loss_feat: 6.421753406524658 (6.726300920758929) | > loss_mel: 16.446651458740234 (18.619428089686803) | > loss_duration: 2.585225820541382 (2.3826161452702115) | > loss_1: 32.087799072265625 (33.547615323747905)  --> STEP: 8 | > loss_disc: 2.4176418781280518 (2.3923554718494415) | > loss_disc_real_0: 0.2446117103099823 (0.15802413504570723) | > loss_disc_real_1: 0.16017132997512817 (0.16874625720083714) | > loss_disc_real_2: 0.27930504083633423 (0.31463730707764626) | > loss_disc_real_3: 0.29170870780944824 (0.3028850071132183) | > loss_disc_real_4: 0.22665825486183167 (0.25746928341686726) | > loss_disc_real_5: 0.17571371793746948 (0.24775417894124985) | > loss_0: 2.4176418781280518 (2.3923554718494415) | > loss_gen: 2.700375556945801 (2.721320301294327) | > loss_kl: 2.4491350650787354 (3.0142300128936768) | > loss_feat: 6.673437595367432 (6.7196930050849915) | > loss_mel: 17.759693145751953 (18.511961221694946) | > loss_duration: 2.220620632171631 (2.362366706132889) | > loss_1: 31.80326271057129 (33.32957124710083)  --> STEP: 9 | > loss_disc: 2.565011739730835 (2.411539501614041) | > loss_disc_real_0: 0.22399476170539856 (0.16535420467456183) | > loss_disc_real_1: 0.18016165494918823 (0.1700146347284317) | > loss_disc_real_2: 0.33181899785995483 (0.3165463838312361) | > loss_disc_real_3: 0.28486791253089905 (0.30088310771518284) | > loss_disc_real_4: 0.30057093501091003 (0.2622583558162053) | > loss_disc_real_5: 0.3067983090877533 (0.2543146378464169) | > loss_0: 2.565011739730835 (2.411539501614041) | > loss_gen: 2.8198275566101074 (2.7322655518849692) | > loss_kl: 2.4875001907348633 (2.9557044770982532) | > loss_feat: 12.45411205291748 (7.3568506770663795) | > loss_mel: 19.895069122314453 (18.665639877319336) | > loss_duration: 2.1766433715820312 (2.3417307800716824) | > loss_1: 39.833152770996094 (34.052191416422524)  --> STEP: 10 | > loss_disc: 2.4395601749420166 (2.4143415689468384) | > loss_disc_real_0: 0.16697444021701813 (0.16551622822880746) | > loss_disc_real_1: 0.21918705105781555 (0.1749318763613701) | > loss_disc_real_2: 0.35773664712905884 (0.32066541016101835) | > loss_disc_real_3: 0.3096069097518921 (0.30175548791885376) | > loss_disc_real_4: 0.19397394359111786 (0.25542991459369657) | > loss_disc_real_5: 0.2505873441696167 (0.2539419084787369) | > loss_0: 2.4395601749420166 (2.4143415689468384) | > loss_gen: 2.7868051528930664 (2.737719511985779) | > loss_kl: 2.726355791091919 (2.93276960849762) | > loss_feat: 6.284458637237549 (7.249611473083496) | > loss_mel: 18.683177947998047 (18.667393684387207) | > loss_duration: 2.3783798217773438 (2.3453956842422485) | > loss_1: 32.85917663574219 (33.93288993835449)  --> STEP: 11 | > loss_disc: 2.574906587600708 (2.428938388824463) | > loss_disc_real_0: 0.18268179893493652 (0.16707673465663736) | > loss_disc_real_1: 0.11532892286777496 (0.16951342604377054) | > loss_disc_real_2: 0.3618834316730499 (0.32441250302574853) | > loss_disc_real_3: 0.2982262372970581 (0.30143464695323596) | > loss_disc_real_4: 0.22384639084339142 (0.25255868516185065) | > loss_disc_real_5: 0.26776719093322754 (0.255198752338236) | > loss_0: 2.574906587600708 (2.428938388824463) | > loss_gen: 2.420560121536255 (2.708886840126731) | > loss_kl: 2.8858752250671387 (2.9285064827312124) | > loss_feat: 6.343979358673096 (7.167281280864369) | > loss_mel: 17.743452072143555 (18.58339899236506) | > loss_duration: 2.4725446701049805 (2.3569546829570425) | > loss_1: 31.866413116455078 (33.74502840909091)  --> STEP: 12 | > loss_disc: 2.3050479888916016 (2.4186141888300576) | > loss_disc_real_0: 0.15353520214557648 (0.16594827361404896) | > loss_disc_real_1: 0.2233530431985855 (0.17400006080667177) | > loss_disc_real_2: 0.24008125066757202 (0.31738489866256714) | > loss_disc_real_3: 0.2798038721084595 (0.29963208238283795) | > loss_disc_real_4: 0.23221507668495178 (0.25086338445544243) | > loss_disc_real_5: 0.16231264173984528 (0.24745824312170348) | > loss_0: 2.3050479888916016 (2.4186141888300576) | > loss_gen: 2.593076705932617 (2.699235995610555) | > loss_kl: 3.2520925998687744 (2.955471992492676) | > loss_feat: 5.994513988494873 (7.069550673166911) | > loss_mel: 17.786279678344727 (18.516972382863365) | > loss_duration: 2.2798147201538086 (2.3505263527234397) | > loss_1: 31.905776977539062 (33.591757456461586)  --> STEP: 13 | > loss_disc: 2.5752475261688232 (2.430662907086886) | > loss_disc_real_0: 0.21579471230506897 (0.16978261505181974) | > loss_disc_real_1: 0.22135545313358307 (0.17764278329335725) | > loss_disc_real_2: 0.31510359048843384 (0.31720941341840303) | > loss_disc_real_3: 0.3621498644351959 (0.30444114254071164) | > loss_disc_real_4: 0.2584463953971863 (0.25144669298942274) | > loss_disc_real_5: 0.26599952578544617 (0.24888449563429907) | > loss_0: 2.5752475261688232 (2.430662907086886) | > loss_gen: 2.805006742477417 (2.7073722069080057) | > loss_kl: 2.9873664379119873 (2.9579254113710842) | > loss_feat: 5.844232559204102 (6.97529543363131) | > loss_mel: 16.72258949279785 (18.378942929781402) | > loss_duration: 2.3198022842407227 (2.3481629628401537) | > loss_1: 30.678997039794922 (33.36769896287184)  --> STEP: 14 | > loss_disc: 2.2077152729034424 (2.4147380760737827) | > loss_disc_real_0: 0.14926868677139282 (0.16831733446036065) | > loss_disc_real_1: 0.10326115041971207 (0.17232980951666832) | > loss_disc_real_2: 0.25462791323661804 (0.31273930626256125) | > loss_disc_real_3: 0.2838091552257538 (0.3029674291610718) | > loss_disc_real_4: 0.2597186267375946 (0.25203754540000645) | > loss_disc_real_5: 0.2528389096260071 (0.24916695377656392) | > loss_0: 2.2077152729034424 (2.4147380760737827) | > loss_gen: 2.7752113342285156 (2.712217858859471) | > loss_kl: 3.0095365047454834 (2.9616119180406844) | > loss_feat: 6.339587688446045 (6.9298877375466486) | > loss_mel: 20.27469253540039 (18.514353615897043) | > loss_duration: 2.414458990097046 (2.3528983933585033) | > loss_1: 34.8134880065918 (33.47096960885184)  --> STEP: 15 | > loss_disc: 2.650850772857666 (2.4304789225260417) | > loss_disc_real_0: 0.28888997435569763 (0.17635551045338313) | > loss_disc_real_1: 0.15538175404071808 (0.17119993915160497) | > loss_disc_real_2: 0.3993355333805084 (0.3185123880704244) | > loss_disc_real_3: 0.3457866311073303 (0.3058220426241557) | > loss_disc_real_4: 0.306446373462677 (0.25566480060418445) | > loss_disc_real_5: 0.28224503993988037 (0.251372159520785) | > loss_0: 2.650850772857666 (2.4304789225260417) | > loss_gen: 2.9211063385009766 (2.726143757502238) | > loss_kl: 3.3803772926330566 (2.989529609680176) | > loss_feat: 8.277381896972656 (7.019720681508383) | > loss_mel: 17.750450134277344 (18.463426717122395) | > loss_duration: 2.356381416320801 (2.353130594889323) | > loss_1: 34.68569564819336 (33.55195134480794)  --> STEP: 16 | > loss_disc: 2.496708393096924 (2.434618264436722) | > loss_disc_real_0: 0.26819413900375366 (0.1820954247377813) | > loss_disc_real_1: 0.17728547751903534 (0.17158028529956937) | > loss_disc_real_2: 0.33384132385253906 (0.31947044655680656) | > loss_disc_real_3: 0.2602944076061249 (0.30297656543552876) | > loss_disc_real_4: 0.27158451080322266 (0.25665978249162436) | > loss_disc_real_5: 0.3136633038520813 (0.25526535604149103) | > loss_0: 2.496708393096924 (2.434618264436722) | > loss_gen: 2.885423183441162 (2.7360987216234207) | > loss_kl: 2.605517864227295 (2.9655288755893707) | > loss_feat: 7.332297325134277 (7.039256721735001) | > loss_mel: 17.194883346557617 (18.384142756462097) | > loss_duration: 2.3583226203918457 (2.3534550964832306) | > loss_1: 32.37644577026367 (33.478482246398926)  --> STEP: 17 | > loss_disc: 2.670217514038086 (2.4484770438250374) | > loss_disc_real_0: 0.1644611358642578 (0.181058113627574) | > loss_disc_real_1: 0.1323956996202469 (0.16927530967137394) | > loss_disc_real_2: 0.35326752066612244 (0.3214585097397075) | > loss_disc_real_3: 0.3908282220363617 (0.3081443099414601) | > loss_disc_real_4: 0.28708550333976746 (0.25844953077680927) | > loss_disc_real_5: 0.4280813932418823 (0.2654310052885729) | > loss_0: 2.670217514038086 (2.4484770438250374) | > loss_gen: 2.7160708904266357 (2.7349206139059627) | > loss_kl: 2.4274983406066895 (2.9338800205903897) | > loss_feat: 6.8250732421875 (7.0266576935263245) | > loss_mel: 18.34659767150879 (18.38193422205308) | > loss_duration: 2.4233598709106445 (2.357567142037784) | > loss_1: 32.73859786987305 (33.43495963601505)  --> STEP: 18 | > loss_disc: 2.4392778873443604 (2.447965979576111) | > loss_disc_real_0: 0.16066297888755798 (0.17992505058646202) | > loss_disc_real_1: 0.12911412119865417 (0.1670441325340006) | > loss_disc_real_2: 0.2389446347951889 (0.3168744055761231) | > loss_disc_real_3: 0.2738121449947357 (0.30623696744441986) | > loss_disc_real_4: 0.24734465777873993 (0.2578325933880276) | > loss_disc_real_5: 0.18370380997657776 (0.2608906055490176) | > loss_0: 2.4392778873443604 (2.447965979576111) | > loss_gen: 2.2465670108795166 (2.7077898581822715) | > loss_kl: 2.301750898361206 (2.8987617360221014) | > loss_feat: 6.506248950958252 (6.997746096716987) | > loss_mel: 16.86115837097168 (18.29744667477078) | > loss_duration: 2.264949321746826 (2.3524217075771756) | > loss_1: 30.180675506591797 (33.25416607326932)  --> STEP: 19 | > loss_disc: 2.7248754501342773 (2.462540162237067) | > loss_disc_real_0: 0.26352158188819885 (0.18432486802339554) | > loss_disc_real_1: 0.1687730997800827 (0.1671351308101102) | > loss_disc_real_2: 0.3464283049106598 (0.3184298739621514) | > loss_disc_real_3: 0.3340303897857666 (0.307699779146596) | > loss_disc_real_4: 0.2862410545349121 (0.2593277755536531) | > loss_disc_real_5: 0.26377183198928833 (0.2610422490458739) | > loss_0: 2.7248754501342773 (2.462540162237067) | > loss_gen: 2.705980062484741 (2.7076946057771383) | > loss_kl: 2.1701858043670654 (2.860415634356047) | > loss_feat: 5.986847400665283 (6.94454090218795) | > loss_mel: 16.751270294189453 (18.21606897052966) | > loss_duration: 2.334287166595459 (2.351467258051822) | > loss_1: 29.948570251464844 (33.08018734580592)  --> STEP: 20 | > loss_disc: 2.569336414337158 (2.4678799748420714) | > loss_disc_real_0: 0.18812474608421326 (0.18451486192643643) | > loss_disc_real_1: 0.19120214879512787 (0.16833848170936108) | > loss_disc_real_2: 0.31823524832725525 (0.3184201426804066) | > loss_disc_real_3: 0.2945501208305359 (0.307042296230793) | > loss_disc_real_4: 0.297748863697052 (0.26124882996082305) | > loss_disc_real_5: 0.30951443314552307 (0.2634658582508564) | > loss_0: 2.569336414337158 (2.4678799748420714) | > loss_gen: 2.643202066421509 (2.7044699788093567) | > loss_kl: 1.8749725818634033 (2.8111434817314147) | > loss_feat: 5.427608966827393 (6.868694305419922) | > loss_mel: 20.060020446777344 (18.308266544342043) | > loss_duration: 2.3309526443481445 (2.3504415273666384) | > loss_1: 32.33675765991211 (33.04301586151122)  --> STEP: 21 | > loss_disc: 2.437636613845825 (2.466439814794631) | > loss_disc_real_0: 0.11884121596813202 (0.18138754545223146) | > loss_disc_real_1: 0.1977185755968094 (0.16973753379923956) | > loss_disc_real_2: 0.27086368203163147 (0.3161555493161792) | > loss_disc_real_3: 0.2801399230957031 (0.3057612308434078) | > loss_disc_real_4: 0.2543843388557434 (0.26092194943200975) | > loss_disc_real_5: 0.2513023614883423 (0.2628866441193081) | > loss_0: 2.437636613845825 (2.466439814794631) | > loss_gen: 2.4395673274993896 (2.6918555668422153) | > loss_kl: 2.252636432647705 (2.784547907965524) | > loss_feat: 5.578012466430664 (6.807233265468052) | > loss_mel: 15.65264892578125 (18.181808562505815) | > loss_duration: 2.1818246841430664 (2.3424121538798013) | > loss_1: 28.104690551757812 (32.80785751342772)  --> STEP: 22 | > loss_disc: 2.322758674621582 (2.4599088538776743) | > loss_disc_real_0: 0.09835185110569 (0.17761319570920683) | > loss_disc_real_1: 0.19534175097942352 (0.1709013618528843) | > loss_disc_real_2: 0.3035184144973755 (0.31558113409714267) | > loss_disc_real_3: 0.29403388500213623 (0.3052281696688045) | > loss_disc_real_4: 0.22829492390155792 (0.2594389028169892) | > loss_disc_real_5: 0.2944788634777069 (0.26432265409014444) | > loss_0: 2.322758674621582 (2.4599088538776743) | > loss_gen: 2.6735496520996094 (2.6910234798084605) | > loss_kl: 2.2863688468933105 (2.761903405189514) | > loss_feat: 6.562352180480957 (6.796102307059548) | > loss_mel: 18.53452491760254 (18.19784112410112) | > loss_duration: 2.1673243045806885 (2.3344536152752964) | > loss_1: 32.22412109375 (32.781324039806)  --> STEP: 23 | > loss_disc: 2.4714040756225586 (2.460408646127452) | > loss_disc_real_0: 0.19643482565879822 (0.1784315274461456) | > loss_disc_real_1: 0.21845833957195282 (0.17296905653632205) | > loss_disc_real_2: 0.27211499214172363 (0.31369130183821137) | > loss_disc_real_3: 0.35306718945503235 (0.3073081270508144) | > loss_disc_real_4: 0.269457072019577 (0.25987447539101477) | > loss_disc_real_5: 0.2141750305891037 (0.26214232263357745) | > loss_0: 2.4714040756225586 (2.460408646127452) | > loss_gen: 2.760284662246704 (2.694034835566645) | > loss_kl: 2.4621570110321045 (2.748870953269627) | > loss_feat: 5.527920722961426 (6.740963977316151) | > loss_mel: 14.90015697479248 (18.05446355239205) | > loss_duration: 2.2517075538635254 (2.330855960431306) | > loss_1: 27.9022274017334 (32.569189403368064)  --> STEP: 24 | > loss_disc: 2.465118169784546 (2.460604876279831) | > loss_disc_real_0: 0.1254870891571045 (0.1762255091841022) | > loss_disc_real_1: 0.13582903146743774 (0.1714215554917852) | > loss_disc_real_2: 0.2891724407672882 (0.3126696826269229) | > loss_disc_real_3: 0.3632100224494934 (0.309637372692426) | > loss_disc_real_4: 0.2934236526489258 (0.26127235777676105) | > loss_disc_real_5: 0.38406386971473694 (0.26722238709529245) | > loss_0: 2.465118169784546 (2.460604876279831) | > loss_gen: 2.998373031616211 (2.706715593735377) | > loss_kl: 2.1548640727996826 (2.7241206665833793) | > loss_feat: 8.776531219482422 (6.825779279073079) | > loss_mel: 18.6093692779541 (18.07758462429047) | > loss_duration: 2.3984549045562744 (2.33367258310318) | > loss_1: 34.93759536743164 (32.66787298520405)  --> STEP: 25 | > loss_disc: 2.4395124912261963 (2.4597611808776856) | > loss_disc_real_0: 0.24360530078411102 (0.17892070084810258) | > loss_disc_real_1: 0.20712289214134216 (0.1728496089577675) | > loss_disc_real_2: 0.3538181185722351 (0.3143156200647354) | > loss_disc_real_3: 0.2904427945613861 (0.30886958956718447) | > loss_disc_real_4: 0.24811825156211853 (0.26074619352817535) | > loss_disc_real_5: 0.2015550136566162 (0.2645956921577454) | > loss_0: 2.4395124912261963 (2.4597611808776856) | > loss_gen: 3.0475542545318604 (2.720349140167236) | > loss_kl: 2.3538901805877686 (2.7093114471435547) | > loss_feat: 7.838922023773193 (6.866304988861084) | > loss_mel: 16.261037826538086 (18.004922752380377) | > loss_duration: 2.333259105682373 (2.333656044006348) | > loss_1: 31.83466339111328 (32.63454460144042)  --> STEP: 26 | > loss_disc: 2.430551528930664 (2.458637732725877) | > loss_disc_real_0: 0.1713370829820633 (0.17862902323787028) | > loss_disc_real_1: 0.10810909420251846 (0.17035958915948868) | > loss_disc_real_2: 0.3996213674545288 (0.31759661034895825) | > loss_disc_real_3: 0.19672782719135284 (0.3045564448604217) | > loss_disc_real_4: 0.3144207298755646 (0.2628105987723057) | > loss_disc_real_5: 0.11997552216053009 (0.2590333779270833) | > loss_0: 2.430551528930664 (2.458637732725877) | > loss_gen: 2.3998703956604004 (2.708023034609281) | > loss_kl: 2.1776888370513916 (2.6888644236784716) | > loss_feat: 12.990235328674316 (7.1018407711615925) | > loss_mel: 22.059680938720703 (18.160874990316543) | > loss_duration: 2.2911734580993652 (2.3320220983945408) | > loss_1: 41.91864776611328 (32.991625492389375) --> EVAL PERFORMANCE | > avg_loader_time: 0.002514078066899226 (+0.00010974590594951903) | > avg_loss_disc: 2.458637732725877 (+0.038742487247173774) | > avg_loss_disc_real_0: 0.17862902323787028 (+0.053947888887845546) | > avg_loss_disc_real_1: 0.17035958915948868 (-0.02854233578993723) | > avg_loss_disc_real_2: 0.31759661034895825 (+0.11441335454583171) | > avg_loss_disc_real_3: 0.3045564448604217 (+0.08232847085365885) | > avg_loss_disc_real_4: 0.2628105987723057 (+0.03213889438372394) | > avg_loss_disc_real_5: 0.2590333779270833 (+0.020580539909692996) | > avg_loss_0: 2.458637732725877 (+0.038742487247173774) | > avg_loss_gen: 2.708023034609281 (+0.4942903518676762) | > avg_loss_kl: 2.6888644236784716 (+0.14263569391690822) | > avg_loss_feat: 7.1018407711615925 (+0.5619740119347201) | > avg_loss_mel: 18.160874990316543 (+0.8571986785301888) | > avg_loss_duration: 2.3320220983945408 (+0.010468959808350053) | > avg_loss_1: 32.991625492389375 (+2.066568007835965)  > EPOCH: 436/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:16:07)   --> TIME: 2024-06-11 10:16:15 -- STEP: 19/330 -- GLOBAL_STEP: 231900 | > loss_disc: 2.451235771179199 (2.3317159100582727) | > loss_disc_real_0: 0.10048975050449371 (0.10249160739936326) | > loss_disc_real_1: 0.21514330804347992 (0.20252278055015363) | > loss_disc_real_2: 0.20152661204338074 (0.21869506882993797) | > loss_disc_real_3: 0.23209145665168762 (0.22435829592378517) | > loss_disc_real_4: 0.24178548157215118 (0.2315475030949241) | > loss_disc_real_5: 0.24033692479133606 (0.2180856332967156) | > loss_0: 2.451235771179199 (2.3317159100582727) | > grad_norm_0: tensor(9.0625, device='cuda:0') (tensor(11.4045, device='cuda:0')) | > loss_gen: 2.358612537384033 (2.4982941652599133) | > loss_kl: 1.9708573818206787 (1.9694476504074903) | > loss_feat: 6.647091388702393 (6.7964456206873844) | > loss_mel: 16.372766494750977 (18.11827318291915) | > loss_duration: 2.009716033935547 (2.1081057724199797) | > loss_1: 29.35904312133789 (31.49056625366211) | > grad_norm_1: tensor(97.1353, device='cuda:0') (tensor(140.9383, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3568 (0.3530986685501902) | > loader_time: 0.0031 (0.003019847367939196)  --> TIME: 2024-06-11 10:16:24 -- STEP: 44/330 -- GLOBAL_STEP: 231925 | > loss_disc: 2.3833696842193604 (2.333160189065066) | > loss_disc_real_0: 0.12754666805267334 (0.10593078657984734) | > loss_disc_real_1: 0.21061137318611145 (0.1992749964649027) | > loss_disc_real_2: 0.2225964218378067 (0.21245436302640222) | > loss_disc_real_3: 0.24049603939056396 (0.2278553873977878) | > loss_disc_real_4: 0.2174341380596161 (0.23215592144565148) | > loss_disc_real_5: 0.1767827421426773 (0.21923663026907228) | > loss_0: 2.3833696842193604 (2.333160189065066) | > grad_norm_0: tensor(5.9217, device='cuda:0') (tensor(9.7064, device='cuda:0')) | > loss_gen: 2.4129393100738525 (2.498608935963024) | > loss_kl: 1.9752415418624878 (1.9376661398194053) | > loss_feat: 7.580784797668457 (6.977891997857527) | > loss_mel: 17.736303329467773 (18.208564844998445) | > loss_duration: 1.9322998523712158 (2.0496745001186025) | > loss_1: 31.637569427490234 (31.67240636998957) | > grad_norm_1: tensor(102.2286, device='cuda:0') (tensor(127.5304, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3746 (0.361107582395727) | > loader_time: 0.0035 (0.003361523151397705)  --> TIME: 2024-06-11 10:16:34 -- STEP: 69/330 -- GLOBAL_STEP: 231950 | > loss_disc: 2.379328727722168 (2.336367005887239) | > loss_disc_real_0: 0.09254951775074005 (0.10782834444788919) | > loss_disc_real_1: 0.1938742846250534 (0.19897733736729276) | > loss_disc_real_2: 0.2006157636642456 (0.212920469434365) | > loss_disc_real_3: 0.24289068579673767 (0.2282832150442013) | > loss_disc_real_4: 0.2177361696958542 (0.2312334538369939) | > loss_disc_real_5: 0.2229061722755432 (0.22158376267854718) | > loss_0: 2.379328727722168 (2.336367005887239) | > grad_norm_0: tensor(9.0210, device='cuda:0') (tensor(11.4172, device='cuda:0')) | > loss_gen: 2.399305582046509 (2.4973706749902256) | > loss_kl: 1.7817708253860474 (1.937661532042683) | > loss_feat: 7.266077041625977 (7.038179093512936) | > loss_mel: 17.164676666259766 (18.130555194357168) | > loss_duration: 1.9667308330535889 (2.0319671648136075) | > loss_1: 30.57855987548828 (31.63573348003885) | > grad_norm_1: tensor(131.2149, device='cuda:0') (tensor(145.1525, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3719 (0.3653914824776027) | > loader_time: 0.0043 (0.0035918553670247397)  --> TIME: 2024-06-11 10:16:43 -- STEP: 94/330 -- GLOBAL_STEP: 231975 | > loss_disc: 2.426433801651001 (2.3351321702307852) | > loss_disc_real_0: 0.18871352076530457 (0.10926970577937492) | > loss_disc_real_1: 0.2258767932653427 (0.1996943248396224) | > loss_disc_real_2: 0.24016162753105164 (0.2110873914145409) | > loss_disc_real_3: 0.24368637800216675 (0.22789503808351272) | > loss_disc_real_4: 0.2330656200647354 (0.23001974710124604) | > loss_disc_real_5: 0.23026502132415771 (0.21974079088961823) | > loss_0: 2.426433801651001 (2.3351321702307852) | > grad_norm_0: tensor(50.9805, device='cuda:0') (tensor(14.3665, device='cuda:0')) | > loss_gen: 2.7455031871795654 (2.508835693623157) | > loss_kl: 1.9316916465759277 (1.9368067992494462) | > loss_feat: 7.0450439453125 (7.06220125644765) | > loss_mel: 18.419544219970703 (18.05444226366409) | > loss_duration: 2.048210620880127 (2.0261991645427453) | > loss_1: 32.18999481201172 (31.588485048172323) | > grad_norm_1: tensor(354.4278, device='cuda:0') (tensor(170.2372, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3752 (0.36747748801048774) | > loader_time: 0.0041 (0.0037304365888555)  --> TIME: 2024-06-11 10:16:53 -- STEP: 119/330 -- GLOBAL_STEP: 232000 | > loss_disc: 2.346592903137207 (2.3417799933617856) | > loss_disc_real_0: 0.14202839136123657 (0.11052097937389582) | > loss_disc_real_1: 0.2129225730895996 (0.1993974538660851) | > loss_disc_real_2: 0.23181481659412384 (0.2128978352837202) | > loss_disc_real_3: 0.2586674094200134 (0.22836217334290512) | > loss_disc_real_4: 0.2499541938304901 (0.2291001400777272) | > loss_disc_real_5: 0.26885199546813965 (0.2202922829559871) | > loss_0: 2.346592903137207 (2.3417799933617856) | > grad_norm_0: tensor(39.8906, device='cuda:0') (tensor(16.5523, device='cuda:0')) | > loss_gen: 2.664243459701538 (2.5064263524127606) | > loss_kl: 2.0240674018859863 (1.9425582545144218) | > loss_feat: 7.562500953674316 (7.112502110104601) | > loss_mel: 18.200960159301758 (18.100557215073533) | > loss_duration: 2.0161590576171875 (2.02606457922639) | > loss_1: 32.467933654785156 (31.688108444213867) | > grad_norm_1: tensor(281.7674, device='cuda:0') (tensor(190.3144, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3698 (0.36780685336649926) | > loader_time: 0.0038 (0.003775530502575786) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_232000.pth  --> TIME: 2024-06-11 10:17:07 -- STEP: 144/330 -- GLOBAL_STEP: 232025 | > loss_disc: 2.3690261840820312 (2.345008581876755) | > loss_disc_real_0: 0.12636326253414154 (0.11198324140989119) | > loss_disc_real_1: 0.16879859566688538 (0.19878678841309416) | > loss_disc_real_2: 0.21711361408233643 (0.21342879181934726) | > loss_disc_real_3: 0.25384220480918884 (0.22918142295546) | > loss_disc_real_4: 0.20960308611392975 (0.22871361662530237) | > loss_disc_real_5: 0.22204940021038055 (0.2209170097485185) | > loss_0: 2.3690261840820312 (2.345008581876755) | > grad_norm_0: tensor(33.4495, device='cuda:0') (tensor(18.6540, device='cuda:0')) | > loss_gen: 2.4012575149536133 (2.5112033271127276) | > loss_kl: 1.9109790325164795 (1.943518291744921) | > loss_feat: 7.618161678314209 (7.137791249487135) | > loss_mel: 18.41594696044922 (18.112490601009803) | > loss_duration: 2.0149168968200684 (2.0295215505692696) | > loss_1: 32.36125946044922 (31.734524912304348) | > grad_norm_1: tensor(377.1274, device='cuda:0') (tensor(210.4823, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3802 (0.36927983164787304) | > loader_time: 0.0042 (0.003827229142189026)  --> TIME: 2024-06-11 10:17:17 -- STEP: 169/330 -- GLOBAL_STEP: 232050 | > loss_disc: 2.3271970748901367 (2.3392209117934564) | > loss_disc_real_0: 0.10404093563556671 (0.11078001001089283) | > loss_disc_real_1: 0.20438243448734283 (0.19878931678611142) | > loss_disc_real_2: 0.22027115523815155 (0.212492035955367) | > loss_disc_real_3: 0.23068924248218536 (0.2286710874039746) | > loss_disc_real_4: 0.21590031683444977 (0.22717228787537863) | > loss_disc_real_5: 0.2456417679786682 (0.22096893552845046) | > loss_0: 2.3271970748901367 (2.3392209117934564) | > grad_norm_0: tensor(9.9954, device='cuda:0') (tensor(20.0356, device='cuda:0')) | > loss_gen: 2.4984254837036133 (2.5185062786531165) | > loss_kl: 1.9623538255691528 (1.9422440296094092) | > loss_feat: 7.131411075592041 (7.156760537412745) | > loss_mel: 17.733686447143555 (18.08392780913405) | > loss_duration: 2.075094223022461 (2.033525240491834) | > loss_1: 31.400972366333008 (31.734963783851036) | > grad_norm_1: tensor(354.3004, device='cuda:0') (tensor(225.9708, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.386 (0.3715301223055147) | > loader_time: 0.0049 (0.0039117703071007365)  --> TIME: 2024-06-11 10:17:27 -- STEP: 194/330 -- GLOBAL_STEP: 232075 | > loss_disc: 2.4318275451660156 (2.3403998134062483) | > loss_disc_real_0: 0.07128569483757019 (0.11092328287891506) | > loss_disc_real_1: 0.20217548310756683 (0.1985346774004169) | > loss_disc_real_2: 0.22486700117588043 (0.21229381306269735) | > loss_disc_real_3: 0.2374039888381958 (0.22870280808701957) | > loss_disc_real_4: 0.23662139475345612 (0.22804531470402) | > loss_disc_real_5: 0.21991489827632904 (0.22098737878283276) | > loss_0: 2.4318275451660156 (2.3403998134062483) | > grad_norm_0: tensor(18.4499, device='cuda:0') (tensor(22.1641, device='cuda:0')) | > loss_gen: 2.544602155685425 (2.526121468888115) | > loss_kl: 1.9387648105621338 (1.941763035415374) | > loss_feat: 7.6872992515563965 (7.188820008150081) | > loss_mel: 17.462947845458984 (18.08065611062591) | > loss_duration: 2.061361789703369 (2.040113465687664) | > loss_1: 31.694974899291992 (31.777474000281895) | > grad_norm_1: tensor(383.2700, device='cuda:0') (tensor(246.8110, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.3989 (0.3746660566821541) | > loader_time: 0.005 (0.004026430169331659)  --> TIME: 2024-06-11 10:17:37 -- STEP: 219/330 -- GLOBAL_STEP: 232100 | > loss_disc: 2.3938941955566406 (2.3415136979595177) | > loss_disc_real_0: 0.12505292892456055 (0.112294218753843) | > loss_disc_real_1: 0.20072782039642334 (0.19819633601463002) | > loss_disc_real_2: 0.20602115988731384 (0.21238605657668963) | > loss_disc_real_3: 0.22392967343330383 (0.22868005693231) | > loss_disc_real_4: 0.2294805645942688 (0.22738515718342506) | > loss_disc_real_5: 0.23453357815742493 (0.22090181279672336) | > loss_0: 2.3938941955566406 (2.3415136979595177) | > grad_norm_0: tensor(28.7509, device='cuda:0') (tensor(24.0081, device='cuda:0')) | > loss_gen: 2.5572667121887207 (2.5226595216690124) | > loss_kl: 2.046290159225464 (1.94541760938897) | > loss_feat: 7.356469631195068 (7.181072703235226) | > loss_mel: 17.54083251953125 (18.01465046677959) | > loss_duration: 2.102567672729492 (2.046920481882139) | > loss_1: 31.603425979614258 (31.710720732876155) | > grad_norm_1: tensor(462.3771, device='cuda:0') (tensor(263.3624, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.4104 (0.3777434858557296) | > loader_time: 0.0051 (0.004141594176967397)  --> TIME: 2024-06-11 10:17:48 -- STEP: 244/330 -- GLOBAL_STEP: 232125 | > loss_disc: 2.39047908782959 (2.3441617830854957) | > loss_disc_real_0: 0.10659046471118927 (0.11304660614763128) | > loss_disc_real_1: 0.17922034859657288 (0.1982438085509128) | > loss_disc_real_2: 0.19600659608840942 (0.21251670985681112) | > loss_disc_real_3: 0.22807836532592773 (0.229128932794098) | > loss_disc_real_4: 0.1971859633922577 (0.22783525318640177) | > loss_disc_real_5: 0.23780478537082672 (0.22111019681467384) | > loss_0: 2.39047908782959 (2.3441617830854957) | > grad_norm_0: tensor(13.0141, device='cuda:0') (tensor(23.5872, device='cuda:0')) | > loss_gen: 2.3903121948242188 (2.51376245060905) | > loss_kl: 1.877497673034668 (1.946136724753458) | > loss_feat: 6.803231239318848 (7.160129838302487) | > loss_mel: 17.27229118347168 (17.96927467721407) | > loss_duration: 2.078073501586914 (2.0548495352268215) | > loss_1: 30.421405792236328 (31.64415318848657) | > grad_norm_1: tensor(277.5701, device='cuda:0') (tensor(262.7092, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.4487 (0.3818511425471697) | > loader_time: 0.005 (0.004274945767199409)  --> TIME: 2024-06-11 10:17:59 -- STEP: 269/330 -- GLOBAL_STEP: 232150 | > loss_disc: 2.378852128982544 (2.3442388555817457) | > loss_disc_real_0: 0.15874212980270386 (0.11396300127958277) | > loss_disc_real_1: 0.18861034512519836 (0.1982117828715689) | > loss_disc_real_2: 0.212932750582695 (0.2129523010723653) | > loss_disc_real_3: 0.21046936511993408 (0.22866457684110975) | > loss_disc_real_4: 0.22427953779697418 (0.228127169897122) | > loss_disc_real_5: 0.2062636911869049 (0.22093904616664334) | > loss_0: 2.378852128982544 (2.3442388555817457) | > grad_norm_0: tensor(26.2984, device='cuda:0') (tensor(23.5442, device='cuda:0')) | > loss_gen: 2.3917124271392822 (2.5121514628810946) | > loss_kl: 1.9901056289672852 (1.9451608032985248) | > loss_feat: 7.015465259552002 (7.178906520503161) | > loss_mel: 17.556957244873047 (17.948272293828232) | > loss_duration: 2.159015655517578 (2.0624554418719825) | > loss_1: 31.113256454467773 (31.64694647097676) | > grad_norm_1: tensor(422.6169, device='cuda:0') (tensor(260.8448, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.435 (0.3868859789185365) | > loader_time: 0.0058 (0.0044265856973300655)  --> TIME: 2024-06-11 10:18:11 -- STEP: 294/330 -- GLOBAL_STEP: 232175 | > loss_disc: 2.3873207569122314 (2.3480901896548123) | > loss_disc_real_0: 0.16198059916496277 (0.1157730965032464) | > loss_disc_real_1: 0.22498705983161926 (0.19896445752812075) | > loss_disc_real_2: 0.23319441080093384 (0.21346247089760642) | > loss_disc_real_3: 0.2641944885253906 (0.22866320321146322) | > loss_disc_real_4: 0.23607836663722992 (0.22797411203789872) | > loss_disc_real_5: 0.24003617465496063 (0.22041386178358882) | > loss_0: 2.3873207569122314 (2.3480901896548123) | > grad_norm_0: tensor(69.5384, device='cuda:0') (tensor(25.3283, device='cuda:0')) | > loss_gen: 2.505852222442627 (2.5112271892781144) | > loss_kl: 2.0247459411621094 (1.9463246801272542) | > loss_feat: 8.076478958129883 (7.189821588749788) | > loss_mel: 17.368497848510742 (17.90032251189355) | > loss_duration: 2.195617198944092 (2.072135518602773) | > loss_1: 32.17119216918945 (31.619831429046837) | > grad_norm_1: tensor(403.7497, device='cuda:0') (tensor(272.2972, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.4691 (0.39291011395097597) | > loader_time: 0.0069 (0.004603873304769298)  --> TIME: 2024-06-11 10:18:24 -- STEP: 319/330 -- GLOBAL_STEP: 232200 | > loss_disc: 2.4925670623779297 (2.354380381144702) | > loss_disc_real_0: 0.13081946969032288 (0.11715110880687693) | > loss_disc_real_1: 0.23411914706230164 (0.19952121064020165) | > loss_disc_real_2: 0.307146281003952 (0.21400410978584827) | > loss_disc_real_3: 0.261523962020874 (0.22893420151408564) | > loss_disc_real_4: 0.1938740611076355 (0.22782250547483798) | > loss_disc_real_5: 0.2667292058467865 (0.22111602543289757) | > loss_0: 2.4925670623779297 (2.354380381144702) | > grad_norm_0: tensor(13.6457, device='cuda:0') (tensor(26.7706, device='cuda:0')) | > loss_gen: 2.805091381072998 (2.5096603568444786) | > loss_kl: 2.0062341690063477 (1.9515584486779) | > loss_feat: 8.669543266296387 (7.205950922353141) | > loss_mel: 17.586090087890625 (17.8429869499326) | > loss_duration: 2.2595577239990234 (2.0857179654429316) | > loss_1: 33.326515197753906 (31.595874583085877) | > grad_norm_1: tensor(298.4478, device='cuda:0') (tensor(278.6152, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.5783 (0.40340169171180845) | > loader_time: 0.0082 (0.004844272398276017)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.092266082763672 (2.092266082763672) | > loss_disc_real_0: 0.10153480619192123 (0.10153480619192123) | > loss_disc_real_1: 0.16175107657909393 (0.16175107657909393) | > loss_disc_real_2: 0.1575588881969452 (0.1575588881969452) | > loss_disc_real_3: 0.22832581400871277 (0.22832581400871277) | > loss_disc_real_4: 0.239139124751091 (0.239139124751091) | > loss_disc_real_5: 0.2728152871131897 (0.2728152871131897) | > loss_0: 2.092266082763672 (2.092266082763672) | > loss_gen: 2.772305727005005 (2.772305727005005) | > loss_kl: 2.276280164718628 (2.276280164718628) | > loss_feat: 8.08903980255127 (8.08903980255127) | > loss_mel: 19.05994415283203 (19.05994415283203) | > loss_duration: 2.9218249320983887 (2.9218249320983887) | > loss_1: 35.1193962097168 (35.1193962097168)  --> STEP: 1 | > loss_disc: 2.0710690021514893 (2.0710690021514893) | > loss_disc_real_0: 0.09804380685091019 (0.09804380685091019) | > loss_disc_real_1: 0.2134927213191986 (0.2134927213191986) | > loss_disc_real_2: 0.14851859211921692 (0.14851859211921692) | > loss_disc_real_3: 0.27433133125305176 (0.27433133125305176) | > loss_disc_real_4: 0.2704828679561615 (0.2704828679561615) | > loss_disc_real_5: 0.2722852826118469 (0.2722852826118469) | > loss_0: 2.0710690021514893 (2.0710690021514893) | > loss_gen: 2.981602430343628 (2.981602430343628) | > loss_kl: 2.986910343170166 (2.986910343170166) | > loss_feat: 8.640361785888672 (8.640361785888672) | > loss_mel: 20.052722930908203 (20.052722930908203) | > loss_duration: 2.4526567459106445 (2.4526567459106445) | > loss_1: 37.114253997802734 (37.114253997802734)  --> STEP: 2 | > loss_disc: 2.2195820808410645 (2.145325541496277) | > loss_disc_real_0: 0.060831669718027115 (0.07943773828446865) | > loss_disc_real_1: 0.21124109625816345 (0.21236690878868103) | > loss_disc_real_2: 0.28772029280662537 (0.21811944246292114) | > loss_disc_real_3: 0.2446061670780182 (0.259468749165535) | > loss_disc_real_4: 0.3074439764022827 (0.2889634221792221) | > loss_disc_real_5: 0.21584179997444153 (0.24406354129314423) | > loss_0: 2.2195820808410645 (2.145325541496277) | > loss_gen: 2.8008041381835938 (2.891203284263611) | > loss_kl: 2.802708148956299 (2.8948092460632324) | > loss_feat: 5.699911117553711 (7.170136451721191) | > loss_mel: 20.950151443481445 (20.501437187194824) | > loss_duration: 2.560228109359741 (2.506442427635193) | > loss_1: 34.81380081176758 (35.964027404785156)  --> STEP: 3 | > loss_disc: 2.3327860832214355 (2.2078123887379966) | > loss_disc_real_0: 0.2059166580438614 (0.12159737820426623) | > loss_disc_real_1: 0.21302537620067596 (0.21258639792601267) | > loss_disc_real_2: 0.21616296470165253 (0.21746728320916495) | > loss_disc_real_3: 0.2754146456718445 (0.2647840480009715) | > loss_disc_real_4: 0.3356850743293762 (0.3045373062292735) | > loss_disc_real_5: 0.3331244885921478 (0.27375052372614544) | > loss_0: 2.3327860832214355 (2.2078123887379966) | > loss_gen: 3.4753942489624023 (3.0859336058298745) | > loss_kl: 3.5148494243621826 (3.101489305496216) | > loss_feat: 7.357166290283203 (7.232479731241862) | > loss_mel: 20.048686981201172 (20.350520451863606) | > loss_duration: 2.380091667175293 (2.464325507481893) | > loss_1: 36.77619171142578 (36.23474884033203)  --> STEP: 4 | > loss_disc: 2.374243974685669 (2.2494202852249146) | > loss_disc_real_0: 0.11933848261833191 (0.12103265430778265) | > loss_disc_real_1: 0.14900322258472443 (0.1966906040906906) | > loss_disc_real_2: 0.18250632286071777 (0.20872704312205315) | > loss_disc_real_3: 0.33497512340545654 (0.28233181685209274) | > loss_disc_real_4: 0.2900365889072418 (0.30091212689876556) | > loss_disc_real_5: 0.31986305117607117 (0.28527865558862686) | > loss_0: 2.374243974685669 (2.2494202852249146) | > loss_gen: 2.807764768600464 (3.016391396522522) | > loss_kl: 3.6678104400634766 (3.243069589138031) | > loss_feat: 7.700345516204834 (7.349446177482605) | > loss_mel: 19.977874755859375 (20.25735902786255) | > loss_duration: 2.3404030799865723 (2.4333449006080627) | > loss_1: 36.49420166015625 (36.299612045288086)  --> STEP: 5 | > loss_disc: 2.353149175643921 (2.2701660633087157) | > loss_disc_real_0: 0.16177862882614136 (0.1291818492114544) | > loss_disc_real_1: 0.2782311737537384 (0.21299871802330017) | > loss_disc_real_2: 0.24994345009326935 (0.2169703245162964) | > loss_disc_real_3: 0.2824445068836212 (0.28235435485839844) | > loss_disc_real_4: 0.2871857285499573 (0.2981668472290039) | > loss_disc_real_5: 0.2510659694671631 (0.27843611836433413) | > loss_0: 2.353149175643921 (2.2701660633087157) | > loss_gen: 2.846679210662842 (2.982448959350586) | > loss_kl: 2.334277629852295 (3.061311197280884) | > loss_feat: 7.032109260559082 (7.2859787940979) | > loss_mel: 17.65032958984375 (19.73595314025879) | > loss_duration: 2.3602445125579834 (2.4187248229980467) | > loss_1: 32.22364044189453 (35.48441772460937)  --> STEP: 6 | > loss_disc: 2.559419631958008 (2.318374991416931) | > loss_disc_real_0: 0.1663755178451538 (0.13538079398373762) | > loss_disc_real_1: 0.2625735402107239 (0.2212611883878708) | > loss_disc_real_2: 0.2311103790998459 (0.2193270002802213) | > loss_disc_real_3: 0.3100687861442566 (0.2869734267393748) | > loss_disc_real_4: 0.35592329502105713 (0.30779292186101276) | > loss_disc_real_5: 0.31053048372268677 (0.2837851792573929) | > loss_0: 2.559419631958008 (2.318374991416931) | > loss_gen: 2.7734718322753906 (2.9476194381713867) | > loss_kl: 2.1551737785339355 (2.9102882941563926) | > loss_feat: 5.870567321777344 (7.050076882044475) | > loss_mel: 19.75864601135254 (19.739735285441082) | > loss_duration: 2.21649432182312 (2.3850197394688926) | > loss_1: 32.77435302734375 (35.0327402750651)  --> STEP: 7 | > loss_disc: 2.440803289413452 (2.335864748273577) | > loss_disc_real_0: 0.2087971568107605 (0.14586884581616946) | > loss_disc_real_1: 0.21998463571071625 (0.22107882371970586) | > loss_disc_real_2: 0.2304319590330124 (0.22091342295919145) | > loss_disc_real_3: 0.28253617882728577 (0.28633953418050495) | > loss_disc_real_4: 0.2831074297428131 (0.30426642298698425) | > loss_disc_real_5: 0.2911362946033478 (0.2848353385925293) | > loss_0: 2.440803289413452 (2.335864748273577) | > loss_gen: 2.754216432571411 (2.91999043737139) | > loss_kl: 3.7373363971710205 (3.028438023158482) | > loss_feat: 5.409641742706299 (6.815729004996164) | > loss_mel: 17.273771286010742 (19.387454714093888) | > loss_duration: 2.5921778678894043 (2.41461375781468) | > loss_1: 31.76714515686035 (34.56622668675014)  --> STEP: 8 | > loss_disc: 2.3599295616149902 (2.3388728499412537) | > loss_disc_real_0: 0.1817082166671753 (0.1503487671725452) | > loss_disc_real_1: 0.18047823011875153 (0.21600374951958656) | > loss_disc_real_2: 0.23574510216712952 (0.22276738286018372) | > loss_disc_real_3: 0.2583109438419342 (0.2828359603881836) | > loss_disc_real_4: 0.2595837414264679 (0.2986810877919197) | > loss_disc_real_5: 0.26057198643684387 (0.2818024195730686) | > loss_0: 2.3599295616149902 (2.3388728499412537) | > loss_gen: 2.8816025257110596 (2.915191948413849) | > loss_kl: 2.8615753650665283 (3.007580190896988) | > loss_feat: 8.55881404876709 (7.033614635467529) | > loss_mel: 21.42802619934082 (19.642526149749756) | > loss_duration: 2.258035182952881 (2.395041435956955) | > loss_1: 37.98805236816406 (34.99395489692688)  --> STEP: 9 | > loss_disc: 2.540398120880127 (2.3612645467122397) | > loss_disc_real_0: 0.1468915343284607 (0.14996463018986914) | > loss_disc_real_1: 0.25395676493644714 (0.22022075123257107) | > loss_disc_real_2: 0.2766648232936859 (0.22875598735279506) | > loss_disc_real_3: 0.3113323450088501 (0.2860022253460354) | > loss_disc_real_4: 0.3225707411766052 (0.30133549372355145) | > loss_disc_real_5: 0.21319498121738434 (0.2741793708668815) | > loss_0: 2.540398120880127 (2.3612645467122397) | > loss_gen: 2.594662666320801 (2.8795775837368436) | > loss_kl: 2.6335418224334717 (2.9660203721788196) | > loss_feat: 8.092291831970215 (7.1512454350789385) | > loss_mel: 18.74446678161621 (19.542741775512695) | > loss_duration: 2.182201385498047 (2.3713925414615207) | > loss_1: 34.24716567993164 (34.91097831726074)  --> STEP: 10 | > loss_disc: 2.2007803916931152 (2.3452161312103272) | > loss_disc_real_0: 0.1570725440979004 (0.15067542158067226) | > loss_disc_real_1: 0.22764112055301666 (0.22096278816461562) | > loss_disc_real_2: 0.21572670340538025 (0.2274530589580536) | > loss_disc_real_3: 0.25094661116600037 (0.2824966639280319) | > loss_disc_real_4: 0.23114699125289917 (0.29431664347648623) | > loss_disc_real_5: 0.2759231925010681 (0.27435375303030013) | > loss_0: 2.2007803916931152 (2.3452161312103272) | > loss_gen: 3.0230343341827393 (2.893923258781433) | > loss_kl: 2.547746181488037 (2.924192953109741) | > loss_feat: 7.06972599029541 (7.143093490600586) | > loss_mel: 18.198253631591797 (19.408292961120605) | > loss_duration: 2.34393572807312 (2.3686468601226807) | > loss_1: 33.18269729614258 (34.73815021514893)  --> STEP: 11 | > loss_disc: 2.289829730987549 (2.340181003917347) | > loss_disc_real_0: 0.09956968575716019 (0.14602944559671663) | > loss_disc_real_1: 0.15084990859031677 (0.21458889002149756) | > loss_disc_real_2: 0.20889626443386078 (0.22576607763767242) | > loss_disc_real_3: 0.25374847650527954 (0.2798831923441453) | > loss_disc_real_4: 0.2708075940608978 (0.29217945716597815) | > loss_disc_real_5: 0.25047701597213745 (0.27218314057046716) | > loss_0: 2.289829730987549 (2.340181003917347) | > loss_gen: 2.5840697288513184 (2.8657547560605137) | > loss_kl: 3.4210050106048584 (2.9693576856092974) | > loss_feat: 7.6068620681762695 (7.185254270380193) | > loss_mel: 18.2143497467041 (19.299752668900922) | > loss_duration: 2.469233989715576 (2.3777911446311255) | > loss_1: 34.2955207824707 (34.69791117581454)  --> STEP: 12 | > loss_disc: 2.3598814010620117 (2.341822703679403) | > loss_disc_real_0: 0.21642303466796875 (0.15189557801932096) | > loss_disc_real_1: 0.31029942631721497 (0.22256476804614067) | > loss_disc_real_2: 0.217631995677948 (0.22508823747436205) | > loss_disc_real_3: 0.27296844124794006 (0.27930696308612823) | > loss_disc_real_4: 0.3277570307254791 (0.29514425496260327) | > loss_disc_real_5: 0.26123908162117004 (0.27127113565802574) | > loss_0: 2.3598814010620117 (2.341822703679403) | > loss_gen: 3.3527660369873047 (2.9063390294710794) | > loss_kl: 2.500669002532959 (2.930300295352936) | > loss_feat: 7.124057769775391 (7.18015456199646) | > loss_mel: 20.320737838745117 (19.38483476638794) | > loss_duration: 2.2233424186706543 (2.364920417467753) | > loss_1: 35.521575927734375 (34.7665499051412)  --> STEP: 13 | > loss_disc: 2.5598459243774414 (2.3585937206561747) | > loss_disc_real_0: 0.2062312662601471 (0.15607524634553835) | > loss_disc_real_1: 0.24044488370418549 (0.22394016155829796) | > loss_disc_real_2: 0.25060346722602844 (0.22705094745525947) | > loss_disc_real_3: 0.26815247535705566 (0.27844892556850726) | > loss_disc_real_4: 0.25377076864242554 (0.29196167909182036) | > loss_disc_real_5: 0.24719476699829102 (0.2694191072995846) | > loss_0: 2.5598459243774414 (2.3585937206561747) | > loss_gen: 2.955890655517578 (2.910150693013118) | > loss_kl: 2.918771505355835 (2.929413465353159) | > loss_feat: 6.0566205978393555 (7.093728872445913) | > loss_mel: 17.93151092529297 (19.27304062476525) | > loss_duration: 2.2610483169555664 (2.3569302558898926) | > loss_1: 32.12384033203125 (34.56326455336351)  --> STEP: 14 | > loss_disc: 2.437040328979492 (2.3641970498221263) | > loss_disc_real_0: 0.1190914586186409 (0.15343354722218855) | > loss_disc_real_1: 0.17406852543354034 (0.220377901835101) | > loss_disc_real_2: 0.2203729897737503 (0.22657395047800882) | > loss_disc_real_3: 0.2807515263557434 (0.27861339705330984) | > loss_disc_real_4: 0.29643514752388 (0.29228121255125317) | > loss_disc_real_5: 0.2111331820487976 (0.26525582692452837) | > loss_0: 2.437040328979492 (2.3641970498221263) | > loss_gen: 2.284747838973999 (2.865479060581752) | > loss_kl: 3.6798384189605713 (2.983015247753688) | > loss_feat: 5.746878147125244 (6.9975252492087225) | > loss_mel: 20.128854751586914 (19.334170205252512) | > loss_duration: 2.4306445121765137 (2.3621955599103654) | > loss_1: 34.270965576171875 (34.54238605499268)  --> STEP: 15 | > loss_disc: 2.6494333744049072 (2.3832128047943115) | > loss_disc_real_0: 0.17331016063690186 (0.15475865478316944) | > loss_disc_real_1: 0.20389419794082642 (0.21927898824214936) | > loss_disc_real_2: 0.21236079931259155 (0.225626407066981) | > loss_disc_real_3: 0.2326015681028366 (0.27554594178994496) | > loss_disc_real_4: 0.2557694613933563 (0.2898470958073934) | > loss_disc_real_5: 0.19575738906860352 (0.2606225977341334) | > loss_0: 2.6494333744049072 (2.3832128047943115) | > loss_gen: 2.2115142345428467 (2.821881405512492) | > loss_kl: 3.113036870956421 (2.991683355967204) | > loss_feat: 10.968388557434082 (7.26224946975708) | > loss_mel: 19.228473663330078 (19.32712376912435) | > loss_duration: 2.308216094970703 (2.358596928914388) | > loss_1: 37.829627990722656 (34.76153551737468)  --> STEP: 16 | > loss_disc: 2.6076228618621826 (2.3972384333610535) | > loss_disc_real_0: 0.2434181123971939 (0.16029987088404596) | > loss_disc_real_1: 0.23197105526924133 (0.2200722424313426) | > loss_disc_real_2: 0.2415551245212555 (0.22662195190787315) | > loss_disc_real_3: 0.29870766401290894 (0.2769935494288802) | > loss_disc_real_4: 0.3047047555446625 (0.2907756995409727) | > loss_disc_real_5: 0.27470600605010986 (0.26150281075388193) | > loss_0: 2.6076228618621826 (2.3972384333610535) | > loss_gen: 2.7696127891540527 (2.8186146169900894) | > loss_kl: 2.5093302726745605 (2.9615362882614136) | > loss_feat: 5.797033786773682 (7.170673489570618) | > loss_mel: 16.068632125854492 (19.123468041419983) | > loss_duration: 2.352073907852173 (2.3581892400979996) | > loss_1: 29.49668312072754 (34.432482242584236)  --> STEP: 17 | > loss_disc: 2.5210812091827393 (2.404523302527035) | > loss_disc_real_0: 0.14654076099395752 (0.15949051147874663) | > loss_disc_real_1: 0.24818818271160126 (0.22172612127135782) | > loss_disc_real_2: 0.25017091631889343 (0.22800718510852142) | > loss_disc_real_3: 0.28892815113067627 (0.2776955848231035) | > loss_disc_real_4: 0.2814955413341522 (0.29022980788174796) | > loss_disc_real_5: 0.2555161416530609 (0.26115065374795127) | > loss_0: 2.5210812091827393 (2.404523302527035) | > loss_gen: 2.454984188079834 (2.797224591760074) | > loss_kl: 2.189478635787964 (2.9161211322335636) | > loss_feat: 6.6030592918396 (7.1372844191158515) | > loss_mel: 18.74307632446289 (19.101092058069565) | > loss_duration: 2.40916109085083 (2.361187584259931) | > loss_1: 32.39976119995117 (34.312910416547)  --> STEP: 18 | > loss_disc: 2.0779471397399902 (2.386380182372199) | > loss_disc_real_0: 0.06682179868221283 (0.15434224965671697) | > loss_disc_real_1: 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loss_disc_real_4: 0.27458345890045166 (0.28648654175432103) | > loss_disc_real_5: 0.21109406650066376 (0.2543046113691832) | > loss_0: 2.531118392944336 (2.3939979829286275) | > loss_gen: 2.803116798400879 (2.795135397660105) | > loss_kl: 1.9287136793136597 (2.849231952115109) | > loss_feat: 6.191238880157471 (7.240347510889957) | > loss_mel: 17.264467239379883 (19.0587023684853) | > loss_duration: 2.304647922515869 (2.354485122781051) | > loss_1: 30.4921817779541 (34.29790286013955)  --> STEP: 20 | > loss_disc: 2.545196533203125 (2.401557910442352) | > loss_disc_real_0: 0.23936043679714203 (0.16264311354607344) | > loss_disc_real_1: 0.33331793546676636 (0.2274611100554466) | > loss_disc_real_2: 0.27048030495643616 (0.22643641531467437) | > loss_disc_real_3: 0.30784472823143005 (0.2762970678508282) | > loss_disc_real_4: 0.3290083110332489 (0.28861263021826744) | > loss_disc_real_5: 0.24617308378219604 (0.2538980349898338) | > loss_0: 2.545196533203125 (2.401557910442352) | > loss_gen: 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(18.964786711193266) | > loss_duration: 2.140676736831665 (2.3418799809047157) | > loss_1: 31.714649200439453 (34.106089728219175)  --> STEP: 22 | > loss_disc: 2.301666736602783 (2.3812671466307207) | > loss_disc_real_0: 0.1933034211397171 (0.16191392036324198) | > loss_disc_real_1: 0.22677376866340637 (0.22441456737843427) | > loss_disc_real_2: 0.20929034054279327 (0.22406899522651325) | > loss_disc_real_3: 0.2681128680706024 (0.2734294716607441) | > loss_disc_real_4: 0.23261399567127228 (0.2834789678454399) | > loss_disc_real_5: 0.2118316888809204 (0.25088840858502826) | > loss_0: 2.301666736602783 (2.3812671466307207) | > loss_gen: 2.6317431926727295 (2.8106309825723823) | > loss_kl: 1.8880047798156738 (2.7429226582700554) | > loss_feat: 8.523914337158203 (7.256970709020441) | > loss_mel: 21.990093231201172 (19.1023006439209) | > loss_duration: 2.1946330070495605 (2.3351869366385722) | > loss_1: 37.228389739990234 (34.24801245602695)  --> STEP: 23 | > loss_disc: 2.5311708450317383 (2.387784698735113) | > loss_disc_real_0: 0.16700780391693115 (0.16213539356122847) | > loss_disc_real_1: 0.23870907723903656 (0.2250360678071561) | > loss_disc_real_2: 0.2977936565876007 (0.22727441528569098) | > loss_disc_real_3: 0.27588528394699097 (0.2735362461079722) | > loss_disc_real_4: 0.30179598927497864 (0.28427536008150683) | > loss_disc_real_5: 0.1941283792257309 (0.24842058122158053) | > loss_0: 2.5311708450317383 (2.387784698735113) | > loss_gen: 2.659627914428711 (2.804065631783527) | > loss_kl: 2.4843478202819824 (2.7316802740097046) | > loss_feat: 5.887821197509766 (7.197442469389542) | > loss_mel: 18.207048416137695 (19.06337663401728) | > loss_duration: 2.3023080825805664 (2.333757421244746) | > loss_1: 31.541152954101562 (34.130322912464976)  --> STEP: 24 | > loss_disc: 2.523268938064575 (2.3934298753738403) | > loss_disc_real_0: 0.15052951872348785 (0.16165181544298926) | > loss_disc_real_1: 0.282110333442688 (0.2274141622086366) | > loss_disc_real_2: 0.2795434594154358 (0.22945229212443033) | > loss_disc_real_3: 0.29099375009536743 (0.274263642107447) | > loss_disc_real_4: 0.2811601758003235 (0.2841455607364575) | > loss_disc_real_5: 0.3358176648616791 (0.2520621263732513) | > loss_0: 2.523268938064575 (2.3934298753738403) | > loss_gen: 3.116973400115967 (2.817103455464045) | > loss_kl: 2.8472018241882324 (2.7364936719338098) | > loss_feat: 6.6599225997924805 (7.175045808156331) | > loss_mel: 18.183345794677734 (19.026708682378132) | > loss_duration: 2.462918519973755 (2.339139133691788) | > loss_1: 33.270362854003906 (34.094491243362434)  --> STEP: 25 | > loss_disc: 2.745776653289795 (2.4075237464904786) | > loss_disc_real_0: 0.2287704348564148 (0.16433656021952628) | > loss_disc_real_1: 0.28979191184043884 (0.2299092721939087) | > loss_disc_real_2: 0.24193772673606873 (0.22995170950889587) | > loss_disc_real_3: 0.2763724625110626 (0.27434799492359163) | > loss_disc_real_4: 0.3100113272666931 (0.2851801913976669) | > loss_disc_real_5: 0.23661674559116364 (0.2514443111419678) | > loss_0: 2.745776653289795 (2.4075237464904786) | > loss_gen: 2.5739262104034424 (2.807376365661621) | > loss_kl: 2.8262994289398193 (2.7400859022140502) | > loss_feat: 5.259406089782715 (7.098420219421387) | > loss_mel: 14.981011390686035 (18.864880790710448) | > loss_duration: 2.3545780181884766 (2.3397566890716557) | > loss_1: 27.995222091674805 (33.85052047729493)  --> STEP: 26 | > loss_disc: 1.9608711004257202 (2.390344798564911) | > loss_disc_real_0: 0.09174641221761703 (0.16154463145022208) | > loss_disc_real_1: 0.17967109382152557 (0.22797703456420165) | > loss_disc_real_2: 0.17779609560966492 (0.22794572435892546) | > loss_disc_real_3: 0.19243764877319336 (0.2711975969947301) | > loss_disc_real_4: 0.2040415108203888 (0.28205947291392547) | > loss_disc_real_5: 0.1880115419626236 (0.24900458925045457) | > loss_0: 1.9608711004257202 (2.390344798564911) | > loss_gen: 2.7824599742889404 (2.806418042916518) | > loss_kl: 2.65289568901062 (2.7367324324754567) | > loss_feat: 14.640006065368652 (7.388481213496282) | > loss_mel: 19.844676971435547 (18.902565259199875) | > loss_duration: 2.3462464809417725 (2.3400062964512753) | > loss_1: 42.26628494262695 (34.17420372596154) --> EVAL PERFORMANCE | > avg_loader_time: 0.002574847294734074 (+6.076922783484779e-05) | > avg_loss_disc: 2.390344798564911 (-0.06829293416096593) | > avg_loss_disc_real_0: 0.16154463145022208 (-0.0170843917876482) | > avg_loss_disc_real_1: 0.22797703456420165 (+0.057617445404712975) | > avg_loss_disc_real_2: 0.22794572435892546 (-0.08965088599003279) | > avg_loss_disc_real_3: 0.2711975969947301 (-0.0333588478656916) | > avg_loss_disc_real_4: 0.28205947291392547 (+0.019248874141619743) | > avg_loss_disc_real_5: 0.24900458925045457 (-0.010028788676628736) | > avg_loss_0: 2.390344798564911 (-0.06829293416096593) | > avg_loss_gen: 2.806418042916518 (+0.09839500830723713) | > avg_loss_kl: 2.7367324324754567 (+0.04786800879698516) | > avg_loss_feat: 7.388481213496282 (+0.2866404423346891) | > avg_loss_mel: 18.902565259199875 (+0.7416902688833318) | > avg_loss_duration: 2.3400062964512753 (+0.00798419805673456) | > avg_loss_1: 34.17420372596154 (+1.1825782335721655)  > EPOCH: 437/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:18:49)   --> TIME: 2024-06-11 10:18:55 -- STEP: 14/330 -- GLOBAL_STEP: 232225 | > loss_disc: 2.342963695526123 (2.369441424097334) | > loss_disc_real_0: 0.09639434516429901 (0.1042172514966556) | > loss_disc_real_1: 0.23841874301433563 (0.2071077557546752) | > loss_disc_real_2: 0.2842828631401062 (0.2179211527109146) | > loss_disc_real_3: 0.24991095066070557 (0.23377138589109694) | > loss_disc_real_4: 0.2485014647245407 (0.229646520955222) | > loss_disc_real_5: 0.23184789717197418 (0.21684893539973668) | > loss_0: 2.342963695526123 (2.369441424097334) | > grad_norm_0: tensor(9.6112, device='cuda:0') (tensor(11.8350, device='cuda:0')) | > loss_gen: 2.736989736557007 (2.5203956024987355) | > loss_kl: 1.7375596761703491 (1.9155597516468592) | > loss_feat: 7.070099353790283 (6.842600073133196) | > loss_mel: 16.747121810913086 (18.08346952710833) | > loss_duration: 2.049367904663086 (2.118408305304391) | > loss_1: 30.34113883972168 (31.48043237413679) | > grad_norm_1: tensor(261.9310, device='cuda:0') (tensor(226.7895, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3515 (0.35493561199733187) | > loader_time: 0.0031 (0.003230197089059012)  --> TIME: 2024-06-11 10:19:05 -- STEP: 39/330 -- GLOBAL_STEP: 232250 | > loss_disc: 2.2628278732299805 (2.320576252081455) | > loss_disc_real_0: 0.10072581470012665 (0.10590610309289052) | > loss_disc_real_1: 0.19483326375484467 (0.19791391835762903) | > loss_disc_real_2: 0.18794415891170502 (0.21327083767988744) | > loss_disc_real_3: 0.21247006952762604 (0.22548289749866876) | > loss_disc_real_4: 0.19115804135799408 (0.22408671371447733) | > loss_disc_real_5: 0.1941678822040558 (0.21367128384418976) | > loss_0: 2.2628278732299805 (2.320576252081455) | > grad_norm_0: tensor(9.6251, device='cuda:0') (tensor(16.8108, device='cuda:0')) | > loss_gen: 2.626901388168335 (2.5344020831279264) | > loss_kl: 1.9292384386062622 (1.9008261974041278) | > loss_feat: 7.678902626037598 (7.042823204627404) | > loss_mel: 17.846172332763672 (18.08648608281062) | > loss_duration: 2.0309958457946777 (2.052770455678304) | > loss_1: 32.11220932006836 (31.61730776077662) | > grad_norm_1: tensor(297.3968, device='cuda:0') (tensor(276.3012, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3611 (0.3596676251827142) | > loader_time: 0.0035 (0.0033442118229010166)  --> TIME: 2024-06-11 10:19:14 -- STEP: 64/330 -- GLOBAL_STEP: 232275 | > loss_disc: 2.3087079524993896 (2.3397686667740345) | > loss_disc_real_0: 0.1066715270280838 (0.10723970481194556) | > loss_disc_real_1: 0.1975945234298706 (0.2024767657276243) | > loss_disc_real_2: 0.2087811380624771 (0.2130468520335853) | > loss_disc_real_3: 0.20608966052532196 (0.229561572894454) | > loss_disc_real_4: 0.24181994795799255 (0.22852119337767363) | > loss_disc_real_5: 0.24675558507442474 (0.21942782471887767) | > loss_0: 2.3087079524993896 (2.3397686667740345) | > grad_norm_0: tensor(31.9908, device='cuda:0') (tensor(21.5038, device='cuda:0')) | > loss_gen: 2.5666160583496094 (2.5317540168762207) | > loss_kl: 1.995380163192749 (1.9057168494910002) | > loss_feat: 6.645910263061523 (7.0949356853961945) | > loss_mel: 17.550189971923828 (18.13239508867263) | > loss_duration: 2.000807762145996 (2.031383946537972) | > loss_1: 30.75890350341797 (31.69618532061577) | > grad_norm_1: tensor(328.3050, device='cuda:0') (tensor(282.2614, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3743 (0.36381372809410095) | > loader_time: 0.0038 (0.0034431815147399902)  --> TIME: 2024-06-11 10:19:24 -- STEP: 89/330 -- GLOBAL_STEP: 232300 | > loss_disc: 2.3961944580078125 (2.3417393196834597) | > loss_disc_real_0: 0.09958541393280029 (0.10828126782781622) | > loss_disc_real_1: 0.1853763461112976 (0.20213774934913342) | > loss_disc_real_2: 0.21296727657318115 (0.21414430539929466) | > loss_disc_real_3: 0.23673374950885773 (0.228990375995636) | > loss_disc_real_4: 0.24916712939739227 (0.22755696398488592) | > loss_disc_real_5: 0.22710773348808289 (0.21801026617543082) | > loss_0: 2.3961944580078125 (2.3417393196834597) | > grad_norm_0: tensor(33.3575, device='cuda:0') (tensor(23.6621, device='cuda:0')) | > loss_gen: 2.4990782737731934 (2.5238284153884734) | > loss_kl: 1.8686877489089966 (1.9057211634818088) | > loss_feat: 7.245824337005615 (7.110268239224895) | > loss_mel: 18.23859405517578 (18.080719187018566) | > loss_duration: 2.036837339401245 (2.0234488128276373) | > loss_1: 31.889022827148438 (31.643985705429248) | > grad_norm_1: tensor(204.1745, device='cuda:0') (tensor(287.9498, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3799 (0.36715515276019495) | > loader_time: 0.0036 (0.0035653033953034477)  --> TIME: 2024-06-11 10:19:33 -- STEP: 114/330 -- GLOBAL_STEP: 232325 | > loss_disc: 2.269620656967163 (2.3348596033297087) | > loss_disc_real_0: 0.09137127548456192 (0.10917365224215023) | > loss_disc_real_1: 0.16677838563919067 (0.20077485029111836) | > loss_disc_real_2: 0.21102958917617798 (0.21337826262440598) | > loss_disc_real_3: 0.23222166299819946 (0.2284356419715965) | > loss_disc_real_4: 0.23137643933296204 (0.22698034555242771) | > loss_disc_real_5: 0.20007967948913574 (0.21731978118942494) | > loss_0: 2.269620656967163 (2.3348596033297087) | > grad_norm_0: tensor(28.2941, device='cuda:0') (tensor(24.6717, device='cuda:0')) | > loss_gen: 2.5602004528045654 (2.528529181815031) | > loss_kl: 1.9553937911987305 (1.9053867375641538) | > loss_feat: 6.953022003173828 (7.148059163177223) | > loss_mel: 18.034549713134766 (18.050944077341175) | > loss_duration: 2.044006824493408 (2.023229017592315) | > loss_1: 31.54717254638672 (31.656148057234915) | > grad_norm_1: tensor(341.0113, device='cuda:0') (tensor(301.7750, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3745 (0.36989877307624147) | > loader_time: 0.0039 (0.0036755340141162536)  --> TIME: 2024-06-11 10:19:43 -- STEP: 139/330 -- GLOBAL_STEP: 232350 | > loss_disc: 2.301290988922119 (2.3419091358459254) | > loss_disc_real_0: 0.08173459768295288 (0.10955703279954924) | > loss_disc_real_1: 0.24833309650421143 (0.20094129700454882) | > loss_disc_real_2: 0.20678842067718506 (0.2143831517842176) | > loss_disc_real_3: 0.20439781248569489 (0.2287087994728157) | > loss_disc_real_4: 0.23452511429786682 (0.2266111394269861) | > loss_disc_real_5: 0.17961528897285461 (0.21879295768926468) | > loss_0: 2.301290988922119 (2.3419091358459254) | > grad_norm_0: tensor(36.8735, device='cuda:0') (tensor(26.1990, device='cuda:0')) | > loss_gen: 2.52787709236145 (2.5257052037355714) | > loss_kl: 2.175980567932129 (1.9069408075414973) | > loss_feat: 6.991157054901123 (7.1388954292956015) | > loss_mel: 17.677820205688477 (18.063579723989356) | > loss_duration: 2.086608409881592 (2.0272618180556288) | > loss_1: 31.459444046020508 (31.662382894282718) | > grad_norm_1: tensor(480.6575, device='cuda:0') (tensor(307.9651, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3723 (0.3718571234092438) | > loader_time: 0.0039 (0.003778696060180664)  --> TIME: 2024-06-11 10:19:53 -- STEP: 164/330 -- GLOBAL_STEP: 232375 | > loss_disc: 2.4810380935668945 (2.34516932906174) | > loss_disc_real_0: 0.0681832879781723 (0.11135024890848774) | > loss_disc_real_1: 0.1930263489484787 (0.20060877283898795) | > loss_disc_real_2: 0.2156735360622406 (0.21429551592687282) | > loss_disc_real_3: 0.2327883541584015 (0.2292622075211711) | > loss_disc_real_4: 0.25424715876579285 (0.2276203626903092) | > loss_disc_real_5: 0.23583529889583588 (0.21871132703452575) | > loss_0: 2.4810380935668945 (2.34516932906174) | > grad_norm_0: tensor(29.8383, device='cuda:0') (tensor(28.1726, device='cuda:0')) | > loss_gen: 2.286722421646118 (2.5309618784160155) | > loss_kl: 2.0607972145080566 (1.913928986322589) | > loss_feat: 7.300567626953125 (7.15234066509619) | > loss_mel: 17.865930557250977 (18.029686764972958) | > loss_duration: 2.107118606567383 (2.0302062732417414) | > loss_1: 31.621135711669922 (31.657124519348145) | > grad_norm_1: tensor(321.2159, device='cuda:0') (tensor(319.4465, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3819 (0.37353611719317553) | > loader_time: 0.0044 (0.003877731358132711)  --> TIME: 2024-06-11 10:20:03 -- STEP: 189/330 -- GLOBAL_STEP: 232400 | > loss_disc: 2.452491283416748 (2.342116985371504) | > loss_disc_real_0: 0.178482785820961 (0.11167233792089279) | > loss_disc_real_1: 0.20677843689918518 (0.20017812058093057) | > loss_disc_real_2: 0.22292649745941162 (0.21398944119927743) | > loss_disc_real_3: 0.2348087579011917 (0.22897298634052277) | > loss_disc_real_4: 0.19817174971103668 (0.22641923747680806) | > loss_disc_real_5: 0.2191028892993927 (0.21856970667208314) | > loss_0: 2.452491283416748 (2.342116985371504) | > grad_norm_0: tensor(94.7481, device='cuda:0') (tensor(30.5856, device='cuda:0')) | > loss_gen: 2.38777494430542 (2.5352726878312537) | > loss_kl: 1.8411728143692017 (1.9159889826698908) | > loss_feat: 7.139307975769043 (7.143211238598697) | > loss_mel: 17.64349365234375 (17.987495503097605) | > loss_duration: 2.1143689155578613 (2.0366623553018717) | > loss_1: 31.126117706298828 (31.61863070694858) | > grad_norm_1: tensor(365.8412, device='cuda:0') (tensor(334.0257, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.3966 (0.37587389618000666) | > loader_time: 0.0046 (0.003996678761073522)  --> TIME: 2024-06-11 10:20:13 -- STEP: 214/330 -- GLOBAL_STEP: 232425 | > loss_disc: 2.535463333129883 (2.3466829295470335) | > loss_disc_real_0: 0.1567639708518982 (0.11306849997664722) | > loss_disc_real_1: 0.21454177796840668 (0.20016348856353314) | > loss_disc_real_2: 0.2507286071777344 (0.21392090569868266) | > loss_disc_real_3: 0.24641698598861694 (0.22912714317023197) | > loss_disc_real_4: 0.2688802480697632 (0.22721951315614664) | > loss_disc_real_5: 0.26231956481933594 (0.2197521023939703) | > loss_0: 2.535463333129883 (2.3466829295470335) | > grad_norm_0: tensor(10.1626, device='cuda:0') (tensor(31.9443, device='cuda:0')) | > loss_gen: 2.277912139892578 (2.531853728205244) | > loss_kl: 1.850899338722229 (1.9180109322628127) | > loss_feat: 6.162649631500244 (7.1429996334503745) | > loss_mel: 16.882366180419922 (17.962056855174975) | > loss_duration: 2.1459617614746094 (2.0436176407002953) | > loss_1: 29.31978988647461 (31.59853878199497) | > grad_norm_1: tensor(184.4474, device='cuda:0') (tensor(345.8916, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.4162 (0.3787702611673659) | > loader_time: 0.0051 (0.004111306689609992)  --> TIME: 2024-06-11 10:20:24 -- STEP: 239/330 -- GLOBAL_STEP: 232450 | > loss_disc: 2.353247880935669 (2.344712712275932) | > loss_disc_real_0: 0.15693879127502441 (0.11371586579346256) | > loss_disc_real_1: 0.21878530085086823 (0.2002494093264496) | > loss_disc_real_2: 0.1950320154428482 (0.21355607307605665) | > loss_disc_real_3: 0.24114030599594116 (0.22871285390155585) | > loss_disc_real_4: 0.2546626329421997 (0.2271806133840872) | > loss_disc_real_5: 0.1941501945257187 (0.21906074457587557) | > loss_0: 2.353247880935669 (2.344712712275932) | > grad_norm_0: tensor(35.1764, device='cuda:0') (tensor(31.8922, device='cuda:0')) | > loss_gen: 2.4927215576171875 (2.5280306508850354) | > loss_kl: 1.8272229433059692 (1.9206584243096068) | > loss_feat: 7.231173992156982 (7.135588923258761) | > loss_mel: 18.08405303955078 (17.935200160517347) | > loss_duration: 2.0923798084259033 (2.051702126299487) | > loss_1: 31.72755241394043 (31.5711802957447) | > grad_norm_1: tensor(477.9825, device='cuda:0') (tensor(350.4661, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.4223 (0.3827458275910701) | > loader_time: 0.0052 (0.004246373555650276)  --> TIME: 2024-06-11 10:20:35 -- STEP: 264/330 -- GLOBAL_STEP: 232475 | > loss_disc: 2.2574009895324707 (2.349588234316219) | > loss_disc_real_0: 0.11307207494974136 (0.11512313539049389) | > loss_disc_real_1: 0.17107582092285156 (0.20020109968203487) | > loss_disc_real_2: 0.20299294590950012 (0.21374536023447008) | > loss_disc_real_3: 0.2135942280292511 (0.22907040572979234) | > loss_disc_real_4: 0.20891830325126648 (0.22768014974214815) | > loss_disc_real_5: 0.2009926587343216 (0.21968898385988941) | > loss_0: 2.2574009895324707 (2.349588234316219) | > grad_norm_0: tensor(68.6218, device='cuda:0') (tensor(32.6155, device='cuda:0')) | > loss_gen: 2.5347275733947754 (2.5215138386596334) | > loss_kl: 2.001877546310425 (1.9249847291996984) | > loss_feat: 7.710630893707275 (7.137957529588179) | > loss_mel: 17.34635353088379 (17.900306867830675) | > loss_duration: 2.176452875137329 (2.059240010651675) | > loss_1: 31.77004051208496 (31.54400299534653) | > grad_norm_1: tensor(657.8254, device='cuda:0') (tensor(352.8260, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.4408 (0.387019443692583) | > loader_time: 0.0058 (0.0043904853589607044)  --> TIME: 2024-06-11 10:20:46 -- STEP: 289/330 -- GLOBAL_STEP: 232500 | > loss_disc: 2.392338991165161 (2.349106535367074) | > loss_disc_real_0: 0.12686452269554138 (0.11564818219278508) | > loss_disc_real_1: 0.21303656697273254 (0.2006014784005274) | > loss_disc_real_2: 0.21897225081920624 (0.21363404424132776) | > loss_disc_real_3: 0.2690705358982086 (0.2290651468772789) | > loss_disc_real_4: 0.21918991208076477 (0.22696184720135065) | > loss_disc_real_5: 0.22333219647407532 (0.21979258547192207) | > loss_0: 2.392338991165161 (2.349106535367074) | > grad_norm_0: tensor(17.7673, device='cuda:0') (tensor(34.1318, device='cuda:0')) | > loss_gen: 2.6250386238098145 (2.5214360428516427) | > loss_kl: 2.0076591968536377 (1.9287725130166975) | > loss_feat: 6.4836955070495605 (7.151406496041376) | > loss_mel: 16.865245819091797 (17.851376015422247) | > loss_duration: 2.203396797180176 (2.0684903080488155) | > loss_1: 30.185035705566406 (31.52148139188034) | > grad_norm_1: tensor(483.8556, device='cuda:0') (tensor(361.3579, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.4507 (0.39204616035144635) | > loader_time: 0.0065 (0.004549455477704642) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_232500.pth  --> TIME: 2024-06-11 10:21:03 -- STEP: 314/330 -- GLOBAL_STEP: 232525 | > loss_disc: 2.4763641357421875 (2.3492001249532026) | > loss_disc_real_0: 0.15674534440040588 (0.11643932236560209) | > loss_disc_real_1: 0.21664483845233917 (0.20080043797849847) | > loss_disc_real_2: 0.19487187266349792 (0.2132909145135029) | > loss_disc_real_3: 0.2551284432411194 (0.22856661088907035) | > loss_disc_real_4: 0.28928661346435547 (0.22776714717126956) | > loss_disc_real_5: 0.21567977964878082 (0.21976009974623933) | > loss_0: 2.4763641357421875 (2.3492001249532026) | > grad_norm_0: tensor(57.2533, device='cuda:0') (tensor(35.2183, device='cuda:0')) | > loss_gen: 2.5634658336639404 (2.525616937382206) | > loss_kl: 2.0233676433563232 (1.9309471891184522) | > loss_feat: 7.634336948394775 (7.175893217135388) | > loss_mel: 17.70293426513672 (17.815483712846305) | > loss_duration: 2.2759222984313965 (2.0810877904770475) | > loss_1: 32.20002365112305 (31.529028868219655) | > grad_norm_1: tensor(481.6968, device='cuda:0') (tensor(369.3965, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.5238 (0.4007098097710093) | > loader_time: 0.0078 (0.004769203009878756)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5334510803222656 (2.5334510803222656) | > loss_disc_real_0: 0.13911966979503632 (0.13911966979503632) | > loss_disc_real_1: 0.21240434050559998 (0.21240434050559998) | > loss_disc_real_2: 0.24171291291713715 (0.24171291291713715) | > loss_disc_real_3: 0.29159608483314514 (0.29159608483314514) | > loss_disc_real_4: 0.2288178652524948 (0.2288178652524948) | > loss_disc_real_5: 0.20260488986968994 (0.20260488986968994) | > loss_0: 2.5334510803222656 (2.5334510803222656) | > loss_gen: 2.3576724529266357 (2.3576724529266357) | > loss_kl: 2.181974172592163 (2.181974172592163) | > loss_feat: 6.180369853973389 (6.180369853973389) | > loss_mel: 17.001564025878906 (17.001564025878906) | > loss_duration: 2.838466167449951 (2.838466167449951) | > loss_1: 30.56004524230957 (30.56004524230957)  --> STEP: 1 | > loss_disc: 2.448533535003662 (2.448533535003662) | > loss_disc_real_0: 0.1854133903980255 (0.1854133903980255) | > loss_disc_real_1: 0.1909465491771698 (0.1909465491771698) | > loss_disc_real_2: 0.2500419020652771 (0.2500419020652771) | > loss_disc_real_3: 0.27642330527305603 (0.27642330527305603) | > loss_disc_real_4: 0.25874069333076477 (0.25874069333076477) | > loss_disc_real_5: 0.2715297341346741 (0.2715297341346741) | > loss_0: 2.448533535003662 (2.448533535003662) | > loss_gen: 2.504568576812744 (2.504568576812744) | > loss_kl: 2.8225364685058594 (2.8225364685058594) | > loss_feat: 5.052980899810791 (5.052980899810791) | > loss_mel: 16.4357967376709 (16.4357967376709) | > loss_duration: 2.4410042762756348 (2.4410042762756348) | > loss_1: 29.256885528564453 (29.256885528564453)  --> STEP: 2 | > loss_disc: 2.59346604347229 (2.520999789237976) | > loss_disc_real_0: 0.09511099010705948 (0.1402621902525425) | > loss_disc_real_1: 0.1998012810945511 (0.19537391513586044) | > loss_disc_real_2: 0.32502830028533936 (0.2875351011753082) | > loss_disc_real_3: 0.33011502027511597 (0.303269162774086) | > loss_disc_real_4: 0.28189602494239807 (0.2703183591365814) | > loss_disc_real_5: 0.23730693757534027 (0.25441833585500717) | > loss_0: 2.59346604347229 (2.520999789237976) | > loss_gen: 2.21960186958313 (2.362085223197937) | > loss_kl: 2.829779624938965 (2.826158046722412) | > loss_feat: 5.429319858551025 (5.241150379180908) | > loss_mel: 18.250354766845703 (17.3430757522583) | > loss_duration: 2.432504653930664 (2.4367544651031494) | > loss_1: 31.161561965942383 (30.209223747253418)  --> STEP: 3 | > loss_disc: 2.582437753677368 (2.5414791107177734) | > loss_disc_real_0: 0.19862893223762512 (0.1597177709142367) | > loss_disc_real_1: 0.21867556869983673 (0.2031411329905192) | > loss_disc_real_2: 0.22853757441043854 (0.2678692589203517) | > loss_disc_real_3: 0.25908955931663513 (0.28854262828826904) | > loss_disc_real_4: 0.32871901988983154 (0.2897852460543315) | > loss_disc_real_5: 0.297067254781723 (0.2686346421639125) | > loss_0: 2.582437753677368 (2.5414791107177734) | > loss_gen: 2.5186636447906494 (2.414278030395508) | > loss_kl: 3.3667523860931396 (3.006356159845988) | > loss_feat: 4.945098400115967 (5.142466386159261) | > loss_mel: 17.949907302856445 (17.545352935791016) | > loss_duration: 2.276902198791504 (2.383470376332601) | > loss_1: 31.057323455810547 (30.491923650105793)  --> STEP: 4 | > loss_disc: 2.6364829540252686 (2.565230071544647) | > loss_disc_real_0: 0.16348479688167572 (0.16065952740609646) | > loss_disc_real_1: 0.2533692717552185 (0.21569816768169403) | > loss_disc_real_2: 0.302456796169281 (0.276516143232584) | > loss_disc_real_3: 0.32415589690208435 (0.29744594544172287) | > loss_disc_real_4: 0.2843466103076935 (0.28842558711767197) | > loss_disc_real_5: 0.2680348753929138 (0.2684847004711628) | > loss_0: 2.6364829540252686 (2.565230071544647) | > loss_gen: 2.324535369873047 (2.3918423652648926) | > loss_kl: 2.673933506011963 (2.9232504963874817) | > loss_feat: 4.783251762390137 (5.05266273021698) | > loss_mel: 19.184417724609375 (17.955119132995605) | > loss_duration: 2.2691376209259033 (2.3548871874809265) | > loss_1: 31.23527717590332 (30.677762031555176)  --> STEP: 5 | > loss_disc: 2.477764129638672 (2.547736883163452) | > loss_disc_real_0: 0.20552347600460052 (0.16963231712579727) | > loss_disc_real_1: 0.20605993270874023 (0.21377052068710328) | > loss_disc_real_2: 0.26431018114089966 (0.27407495081424715) | > loss_disc_real_3: 0.31807470321655273 (0.30157169699668884) | > loss_disc_real_4: 0.2727770209312439 (0.28529587388038635) | > loss_disc_real_5: 0.25411108136177063 (0.2656099766492844) | > loss_0: 2.477764129638672 (2.547736883163452) | > loss_gen: 2.5794436931610107 (2.4293626308441163) | > loss_kl: 2.887462615966797 (2.9160929203033445) | > loss_feat: 4.897930145263672 (5.021716213226318) | > loss_mel: 19.29319190979004 (18.22273368835449) | > loss_duration: 2.3540291786193848 (2.354715585708618) | > loss_1: 32.01205825805664 (30.944621276855468)  --> STEP: 6 | > loss_disc: 2.6814348697662354 (2.5700198809305825) | > loss_disc_real_0: 0.16468767821788788 (0.1688082106411457) | > loss_disc_real_1: 0.22050033509731293 (0.21489215642213821) | > loss_disc_real_2: 0.26348602771759033 (0.27231013029813766) | > loss_disc_real_3: 0.3538188636302948 (0.31027955810228985) | > loss_disc_real_4: 0.24978965520858765 (0.2793781707684199) | > loss_disc_real_5: 0.24892601370811462 (0.2628293161590894) | > loss_0: 2.6814348697662354 (2.5700198809305825) | > loss_gen: 2.3049814701080322 (2.408632437388102) | > loss_kl: 2.5772831439971924 (2.8596246242523193) | > loss_feat: 4.891712188720703 (5.000048875808716) | > loss_mel: 18.94053077697754 (18.342366536458332) | > loss_duration: 2.1723761558532715 (2.324325680732727) | > loss_1: 30.886884689331055 (30.934998512268066)  --> STEP: 7 | > loss_disc: 2.5308468341827393 (2.5644237313951765) | > loss_disc_real_0: 0.21889185905456543 (0.17596301755734853) | > loss_disc_real_1: 0.24697229266166687 (0.21947503302778518) | > loss_disc_real_2: 0.25738003849983215 (0.2701772600412369) | > loss_disc_real_3: 0.2797497510910034 (0.3059181571006775) | > loss_disc_real_4: 0.28152114152908325 (0.2796843094485147) | > loss_disc_real_5: 0.23832032084465027 (0.2593280311141695) | > loss_0: 2.5308468341827393 (2.5644237313951765) | > loss_gen: 2.5119566917419434 (2.423393045152937) | > loss_kl: 3.8142707347869873 (2.996002640042986) | > loss_feat: 5.719700813293457 (5.102856295449393) | > loss_mel: 18.19464874267578 (18.321263994489396) | > loss_duration: 2.5643510818481445 (2.3586150237492154) | > loss_1: 32.804927825927734 (31.202131271362305)  --> STEP: 8 | > loss_disc: 2.582658529281616 (2.5667030811309814) | > loss_disc_real_0: 0.20842930674552917 (0.1800213037058711) | > loss_disc_real_1: 0.2875116169452667 (0.22797960601747036) | > loss_disc_real_2: 0.2452116459608078 (0.26705655828118324) | > loss_disc_real_3: 0.2754879295825958 (0.3021143786609173) | > loss_disc_real_4: 0.2778225839138031 (0.2794515937566757) | > loss_disc_real_5: 0.2633346617221832 (0.25982885994017124) | > loss_0: 2.582658529281616 (2.5667030811309814) | > loss_gen: 2.832021713256836 (2.474471628665924) | > loss_kl: 3.1036574840545654 (3.0094594955444336) | > loss_feat: 6.415696620941162 (5.266961336135864) | > loss_mel: 14.434767723083496 (17.83545196056366) | > loss_duration: 2.213395357131958 (2.340462565422058) | > loss_1: 28.99953842163086 (30.926807165145874)  --> STEP: 9 | > loss_disc: 2.387333631515503 (2.546773142284817) | > loss_disc_real_0: 0.2173580527305603 (0.184169831375281) | > loss_disc_real_1: 0.20112372934818268 (0.22499561972088283) | > loss_disc_real_2: 0.22747448086738586 (0.2626585496796502) | > loss_disc_real_3: 0.22298774123191833 (0.29332253005769515) | > loss_disc_real_4: 0.3052440285682678 (0.2823174198468526) | > loss_disc_real_5: 0.16265130043029785 (0.24903135332796308) | > loss_0: 2.387333631515503 (2.546773142284817) | > loss_gen: 2.5835025310516357 (2.4865861733754477) | > loss_kl: 2.33951735496521 (2.93502147992452) | > loss_feat: 11.396061897277832 (5.947972509596083) | > loss_mel: 19.2163028717041 (17.988879839579266) | > loss_duration: 2.0918264389038086 (2.3128363291422525) | > loss_1: 37.62721252441406 (31.671296649509006)  --> STEP: 10 | > loss_disc: 2.824342727661133 (2.574530100822449) | > loss_disc_real_0: 0.2980905771255493 (0.19556190595030784) | > loss_disc_real_1: 0.26363813877105713 (0.22885987162590027) | > loss_disc_real_2: 0.3496147692203522 (0.2713541716337204) | > loss_disc_real_3: 0.29801514744758606 (0.29379179179668424) | > loss_disc_real_4: 0.3028338551521301 (0.2843690633773804) | > loss_disc_real_5: 0.24249567091464996 (0.24837778508663177) | > loss_0: 2.824342727661133 (2.574530100822449) | > loss_gen: 2.2833645343780518 (2.466264009475708) | > loss_kl: 3.1385579109191895 (2.9553751230239866) | > loss_feat: 3.501840353012085 (5.703359293937683) | > loss_mel: 14.285670280456543 (17.618558883666992) | > loss_duration: 2.373321294784546 (2.318884825706482) | > loss_1: 25.582754135131836 (31.06244239807129)  --> STEP: 11 | > loss_disc: 2.8535242080688477 (2.5998932014812124) | > loss_disc_real_0: 0.30379000306129456 (0.20540082386948846) | > loss_disc_real_1: 0.24109336733818054 (0.22997200759974393) | > loss_disc_real_2: 0.2708757519721985 (0.2713106789372184) | > loss_disc_real_3: 0.2879190742969513 (0.2932579083876176) | > loss_disc_real_4: 0.3746943771839142 (0.2925804555416107) | > loss_disc_real_5: 0.3056850731372833 (0.2535875385457819) | > loss_0: 2.8535242080688477 (2.5998932014812124) | > loss_gen: 2.554088592529297 (2.4742480624805796) | > loss_kl: 2.8662028312683105 (2.9472685510461982) | > loss_feat: 5.93904447555542 (5.724785219539296) | > loss_mel: 16.02474594116211 (17.47366679798473) | > loss_duration: 2.4590768814086914 (2.3316295580430464) | > loss_1: 29.843158721923828 (30.95159842751243)  --> STEP: 12 | > loss_disc: 2.455601930618286 (2.5878689289093018) | > loss_disc_real_0: 0.23953498899936676 (0.20824533763031164) | > loss_disc_real_1: 0.26725518703460693 (0.23307893921931586) | > loss_disc_real_2: 0.2920597195625305 (0.2730397656559944) | > loss_disc_real_3: 0.2804681658744812 (0.29219209651152295) | > loss_disc_real_4: 0.26790207624435425 (0.290523923933506) | > loss_disc_real_5: 0.21128694713115692 (0.2500624892612298) | > loss_0: 2.455601930618286 (2.5878689289093018) | > loss_gen: 2.8463902473449707 (2.505259911219279) | > loss_kl: 2.4584665298461914 (2.906535049279531) | > loss_feat: 5.779820442199707 (5.72937148809433) | > loss_mel: 17.914934158325195 (17.510439078013103) | > loss_duration: 2.219520092010498 (2.322287102540334) | > loss_1: 31.219131469726562 (30.97389284769694)  --> STEP: 13 | > loss_disc: 2.6221446990966797 (2.590505526616023) | > loss_disc_real_0: 0.22335487604141235 (0.20940760981578094) | > loss_disc_real_1: 0.27490586042404175 (0.23629639469660246) | > loss_disc_real_2: 0.23883870244026184 (0.2704089146393996) | > loss_disc_real_3: 0.29243212938308716 (0.2922105605785663) | > loss_disc_real_4: 0.271931916475296 (0.2890937695136437) | > loss_disc_real_5: 0.259562611579895 (0.25079326790112716) | > loss_0: 2.6221446990966797 (2.590505526616023) | > loss_gen: 2.7865347862243652 (2.526896440065824) | > loss_kl: 2.602895736694336 (2.88317817908067) | > loss_feat: 5.521600723266602 (5.71338912156912) | > loss_mel: 15.949935913085938 (17.390400373018704) | > loss_duration: 2.2052433490753174 (2.3132837368891788) | > loss_1: 29.066211700439453 (30.82714814406175)  --> STEP: 14 | > loss_disc: 2.4235310554504395 (2.5785787786756242) | > loss_disc_real_0: 0.15634436905384064 (0.2056173783327852) | > loss_disc_real_1: 0.20738746225833893 (0.2342314709510122) | > loss_disc_real_2: 0.24951738119125366 (0.2689166622502463) | > loss_disc_real_3: 0.2639193832874298 (0.29018976220062803) | > loss_disc_real_4: 0.24404430389404297 (0.2858759505408151) | > loss_disc_real_5: 0.17191411554813385 (0.2451590427330562) | > loss_0: 2.4235310554504395 (2.5785787786756242) | > loss_gen: 2.452796459197998 (2.521603584289551) | > loss_kl: 3.4488372802734375 (2.9235824005944386) | > loss_feat: 5.377564430236816 (5.689401643616812) | > loss_mel: 20.199779510498047 (17.591070311410085) | > loss_duration: 2.343632936477661 (2.315451536859785) | > loss_1: 33.822608947753906 (31.04110963003976)  --> STEP: 15 | > loss_disc: 2.380711317062378 (2.5653876145680745) | > loss_disc_real_0: 0.19892093539237976 (0.20517094880342485) | > loss_disc_real_1: 0.2250758558511734 (0.23362109661102295) | > loss_disc_real_2: 0.2176896035671234 (0.26550152500470475) | > loss_disc_real_3: 0.24191303551197052 (0.2869713137547175) | > loss_disc_real_4: 0.22635026276111603 (0.2819075713555018) | > loss_disc_real_5: 0.24442771077156067 (0.2451102872689565) | > loss_0: 2.380711317062378 (2.5653876145680745) | > loss_gen: 2.527311086654663 (2.521984084447225) | > loss_kl: 3.454975128173828 (2.9590085824330647) | > loss_feat: 6.935492992401123 (5.772474400202433) | > loss_mel: 17.727712631225586 (17.600179799397786) | > loss_duration: 2.3165793418884277 (2.3155267238616943) | > loss_1: 32.96207046508789 (31.169173685709634)  --> STEP: 16 | > loss_disc: 2.7052290439605713 (2.5741277039051056) | > loss_disc_real_0: 0.282236784696579 (0.20998756354674697) | > loss_disc_real_1: 0.27496087551116943 (0.2362048327922821) | > loss_disc_real_2: 0.20499619841575623 (0.2617199420928955) | > loss_disc_real_3: 0.26911088824272156 (0.28585503716021776) | > loss_disc_real_4: 0.34418147802352905 (0.2857996905222535) | > loss_disc_real_5: 0.3106074929237366 (0.24920386262238026) | > loss_0: 2.7052290439605713 (2.5741277039051056) | > loss_gen: 2.8189074993133545 (2.540541797876358) | > loss_kl: 2.5969412326812744 (2.936379373073578) | > loss_feat: 7.215934753417969 (5.862690672278404) | > loss_mel: 18.116064071655273 (17.63242256641388) | > loss_duration: 2.3120946884155273 (2.315312221646309) | > loss_1: 33.059940338134766 (31.287346601486206)  --> STEP: 17 | > loss_disc: 2.8961477279663086 (2.593070058261647) | > loss_disc_real_0: 0.3620109558105469 (0.21893011603285284) | > loss_disc_real_1: 0.28407829999923706 (0.23902091909857356) | > loss_disc_real_2: 0.32618871331214905 (0.2655122227528516) | > loss_disc_real_3: 0.368948370218277 (0.2907428802812801) | > loss_disc_real_4: 0.25950515270233154 (0.28425295300343456) | > loss_disc_real_5: 0.3289714753627777 (0.2538960751365213) | > loss_0: 2.8961477279663086 (2.593070058261647) | > loss_gen: 2.8791563510894775 (2.5604603010065414) | > loss_kl: 2.173746109008789 (2.8915185928344727) | > loss_feat: 5.416952133178711 (5.836470758213716) | > loss_mel: 17.77462387084961 (17.640787349027747) | > loss_duration: 2.357832908630371 (2.3178134385277245) | > loss_1: 30.602310180664062 (31.247050341437845)  --> STEP: 18 | > loss_disc: 2.365455150604248 (2.5804247856140137) | > loss_disc_real_0: 0.25702476501464844 (0.22104648542073038) | > loss_disc_real_1: 0.26203984022140503 (0.240299748049842) | > loss_disc_real_2: 0.20301835238933563 (0.2620403410659896) | > loss_disc_real_3: 0.2584640085697174 (0.2889496096306377) | > loss_disc_real_4: 0.2719108760356903 (0.28356728206078213) | > loss_disc_real_5: 0.19623225927352905 (0.2506925298107995) | > loss_0: 2.365455150604248 (2.5804247856140137) | > loss_gen: 2.942575216293335 (2.5816889074113636) | > loss_kl: 2.687676191329956 (2.8801940149731107) | > loss_feat: 8.155854225158691 (5.965325395266215) | > loss_mel: 18.775827407836914 (17.7038451300727) | > loss_duration: 2.2341315746307373 (2.3131644460890026) | > loss_1: 34.79606246948242 (31.444217681884766)  --> STEP: 19 | > loss_disc: 2.3733322620391846 (2.5695251791100753) | > loss_disc_real_0: 0.18603861331939697 (0.21920396583644966) | > loss_disc_real_1: 0.2457977831363678 (0.24058911831755386) | > loss_disc_real_2: 0.18264873325824738 (0.2578618353918979) | > loss_disc_real_3: 0.275284081697464 (0.2882303713183654) | > loss_disc_real_4: 0.2357868105173111 (0.2810525204005994) | > loss_disc_real_5: 0.23156893253326416 (0.2496860246909292) | > loss_0: 2.3733322620391846 (2.5695251791100753) | > loss_gen: 2.671175718307495 (2.5863987395637915) | > loss_kl: 2.2218258380889893 (2.8455430582949988) | > loss_feat: 5.412113666534424 (5.936208988490858) | > loss_mel: 16.464609146118164 (17.638622183548776) | > loss_duration: 2.3316802978515625 (2.314138964602822) | > loss_1: 29.101404190063477 (31.320911708631012)  --> STEP: 20 | > loss_disc: 2.549102544784546 (2.568504047393799) | > loss_disc_real_0: 0.2315339744091034 (0.21982046626508236) | > loss_disc_real_1: 0.20529597997665405 (0.2388244614005089) | > loss_disc_real_2: 0.251576691865921 (0.25754757821559904) | > loss_disc_real_3: 0.23628686368465424 (0.28563319593667985) | > loss_disc_real_4: 0.22522994875907898 (0.2782613918185234) | > loss_disc_real_5: 0.18198765814304352 (0.24630110636353492) | > loss_0: 2.549102544784546 (2.568504047393799) | > loss_gen: 2.3058416843414307 (2.5723708868026733) | > loss_kl: 2.2179508209228516 (2.814163446426391) | > loss_feat: 6.157643795013428 (5.947280728816986) | > loss_mel: 16.892925262451172 (17.601337337493895) | > loss_duration: 2.2978906631469727 (2.3133265495300295) | > loss_1: 29.87225341796875 (31.2484787940979)  --> STEP: 21 | > loss_disc: 2.4359145164489746 (2.56219026020595) | > loss_disc_real_0: 0.1727217435836792 (0.2175776699469203) | > loss_disc_real_1: 0.2845090329647064 (0.24099991718928018) | > loss_disc_real_2: 0.244081050157547 (0.2569063149747394) | > loss_disc_real_3: 0.2621590495109558 (0.28451537944021676) | > loss_disc_real_4: 0.24145351350307465 (0.27650863570826395) | > loss_disc_real_5: 0.21969641745090485 (0.24503421641531445) | > loss_0: 2.4359145164489746 (2.56219026020595) | > loss_gen: 2.5615415573120117 (2.571855204445975) | > loss_kl: 2.4036059379577637 (2.7946130888802663) | > loss_feat: 4.401791572570801 (5.873686007090977) | > loss_mel: 14.832318305969238 (17.469479288373673) | > loss_duration: 2.1800332069396973 (2.306979247501918) | > loss_1: 26.379289627075195 (31.016612643287296)  --> STEP: 22 | > loss_disc: 2.605109930038452 (2.564141154289245) | > loss_disc_real_0: 0.23171184957027435 (0.21822013265707277) | > loss_disc_real_1: 0.21937769651412964 (0.24001708897677335) | > loss_disc_real_2: 0.28200605511665344 (0.25804721225391736) | > loss_disc_real_3: 0.2616507411003113 (0.2834760776974938) | > loss_disc_real_4: 0.26444315910339355 (0.2759602049534971) | > loss_disc_real_5: 0.2175510972738266 (0.243784983727065) | > loss_0: 2.605109930038452 (2.564141154289245) | > loss_gen: 2.4648513793945312 (2.5669913942163642) | > loss_kl: 2.5327649116516113 (2.7827108990062364) | > loss_feat: 6.4632954597473145 (5.900486436757174) | > loss_mel: 19.237279891967773 (17.549833861264315) | > loss_duration: 2.1928791999816895 (2.3017928817055444) | > loss_1: 32.89107131958008 (31.101815310391512)  --> STEP: 23 | > loss_disc: 2.3733468055725098 (2.5558457478233003) | > loss_disc_real_0: 0.2869687080383301 (0.22120920115191003) | > loss_disc_real_1: 0.19945938885211945 (0.23825371071048404) | > loss_disc_real_2: 0.14514777064323425 (0.2531385408795398) | > loss_disc_real_3: 0.18034352362155914 (0.2789920536072357) | > loss_disc_real_4: 0.17724402248859406 (0.2716681970202405) | > loss_disc_real_5: 0.16879937052726746 (0.2405247396748999) | > loss_0: 2.3733468055725098 (2.5558457478233003) | > loss_gen: 2.3940908908843994 (2.5594739810280176) | > loss_kl: 2.950765371322632 (2.7900176151939062) | > loss_feat: 5.071499824523926 (5.86444354057312) | > loss_mel: 17.016319274902344 (17.52663757490075) | > loss_duration: 2.207341432571411 (2.297686296960582) | > loss_1: 29.640018463134766 (31.038258925728176)  --> STEP: 24 | > loss_disc: 2.392550468444824 (2.549041777849197) | > loss_disc_real_0: 0.30792611837387085 (0.2248224060361584) | > loss_disc_real_1: 0.17116926610469818 (0.2354585255185763) | > loss_disc_real_2: 0.24416859447956085 (0.252764793112874) | > loss_disc_real_3: 0.21372608840465546 (0.2762726383904615) | > loss_disc_real_4: 0.26009756326675415 (0.2711860872805119) | > loss_disc_real_5: 0.19674304127693176 (0.2387005022416512) | > loss_0: 2.392550468444824 (2.549041777849197) | > loss_gen: 2.6978020668029785 (2.565237651268641) | > loss_kl: 2.281965732574463 (2.768848786751429) | > loss_feat: 6.498220920562744 (5.890850931406021) | > loss_mel: 18.27305793762207 (17.55773842334747) | > loss_duration: 2.414971113204956 (2.3025731643040976) | > loss_1: 32.166019439697266 (31.085248947143555)  --> STEP: 25 | > loss_disc: 2.8696799278259277 (2.561867303848266) | > loss_disc_real_0: 0.3954692780971527 (0.23164828091859818) | > loss_disc_real_1: 0.3929855525493622 (0.24175960659980775) | > loss_disc_real_2: 0.2558434009552002 (0.252887937426567) | > loss_disc_real_3: 0.28694042563438416 (0.27669934988021844) | > loss_disc_real_4: 0.31095612049102783 (0.27277688860893257) | > loss_disc_real_5: 0.23259443044662476 (0.23845625936985015) | > loss_0: 2.8696799278259277 (2.561867303848266) | > loss_gen: 3.0296847820281982 (2.5838155364990234) | > loss_kl: 2.2489778995513916 (2.7480539512634277) | > loss_feat: 5.7882819175720215 (5.886748170852661) | > loss_mel: 14.119404792785645 (17.420205078124994) | > loss_duration: 2.352928876876831 (2.3045873928070066) | > loss_1: 27.539278030395508 (30.943410110473632)  --> STEP: 26 | > loss_disc: 2.4300780296325684 (2.5567984856092005) | > loss_disc_real_0: 0.25244009494781494 (0.23244796607356805) | > loss_disc_real_1: 0.1439262479543686 (0.2379967851134447) | > loss_disc_real_2: 0.11502674967050552 (0.24758558405133388) | > loss_disc_real_3: 0.10394103080034256 (0.27005479914637703) | > loss_disc_real_4: 0.3169080913066864 (0.27447424255884617) | > loss_disc_real_5: 0.13510793447494507 (0.2344813237969692) | > loss_0: 2.4300780296325684 (2.5567984856092005) | > loss_gen: 2.776160717010498 (2.591213428057157) | > loss_kl: 2.587951898574829 (2.741896180006174) | > loss_feat: 17.574939727783203 (6.336293999965374) | > loss_mel: 18.726900100708008 (17.47046257899357) | > loss_duration: 2.2956113815307617 (2.304242161604074) | > loss_1: 43.96156692504883 (31.444108449495754) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026498207679161658 (+7.497347318209191e-05) | > avg_loss_disc: 2.5567984856092005 (+0.16645368704428964) | > avg_loss_disc_real_0: 0.23244796607356805 (+0.07090333462334597) | > avg_loss_disc_real_1: 0.2379967851134447 (+0.010019750549243034) | > avg_loss_disc_real_2: 0.24758558405133388 (+0.019639859692408418) | > avg_loss_disc_real_3: 0.27005479914637703 (-0.0011427978483530832) | > avg_loss_disc_real_4: 0.27447424255884617 (-0.007585230355079298) | > avg_loss_disc_real_5: 0.2344813237969692 (-0.014523265453485368) | > avg_loss_0: 2.5567984856092005 (+0.16645368704428964) | > avg_loss_gen: 2.591213428057157 (-0.21520461485936115) | > avg_loss_kl: 2.741896180006174 (+0.005163747530717355) | > avg_loss_feat: 6.336293999965374 (-1.0521872135309076) | > avg_loss_mel: 17.47046257899357 (-1.432102680206306) | > avg_loss_duration: 2.304242161604074 (-0.03576413484720131) | > avg_loss_1: 31.444108449495754 (-2.7300952764657858)  > EPOCH: 438/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:21:32)   --> TIME: 2024-06-11 10:21:36 -- STEP: 9/330 -- GLOBAL_STEP: 232550 | > loss_disc: 2.3662362098693848 (2.3572509818606906) | > loss_disc_real_0: 0.12269709259271622 (0.10501428196827571) | > loss_disc_real_1: 0.21978983283042908 (0.19195945064226785) | > loss_disc_real_2: 0.20076030492782593 (0.21159101029237112) | > loss_disc_real_3: 0.25296249985694885 (0.23016670015123156) | > loss_disc_real_4: 0.2200421541929245 (0.23409480684333378) | > loss_disc_real_5: 0.21606023609638214 (0.23742246131102243) | > loss_0: 2.3662362098693848 (2.3572509818606906) | > grad_norm_0: tensor(5.2126, device='cuda:0') (tensor(6.8628, device='cuda:0')) | > loss_gen: 2.4829676151275635 (2.4435875945621066) | > loss_kl: 1.8038421869277954 (1.8744926982455783) | > loss_feat: 6.3975019454956055 (6.583005057440864) | > loss_mel: 18.06570053100586 (18.360664791531033) | > loss_duration: 2.1124744415283203 (2.1720719602372913) | > loss_1: 30.862485885620117 (31.43382199605306) | > grad_norm_1: tensor(92.7304, device='cuda:0') (tensor(81.7004, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3511 (0.3611537615458171) | > loader_time: 0.0038 (0.003350496292114258)  --> TIME: 2024-06-11 10:21:45 -- STEP: 34/330 -- GLOBAL_STEP: 232575 | > loss_disc: 2.3816115856170654 (2.3328388718997726) | > loss_disc_real_0: 0.12168428301811218 (0.11160936842069906) | > loss_disc_real_1: 0.1836920827627182 (0.1984863504767418) | > loss_disc_real_2: 0.23223361372947693 (0.21188684815869613) | > loss_disc_real_3: 0.23356102406978607 (0.22629122655181325) | > loss_disc_real_4: 0.24938911199569702 (0.22518178908263936) | > loss_disc_real_5: 0.2145967036485672 (0.2190602833733839) | > loss_0: 2.3816115856170654 (2.3328388718997726) | > grad_norm_0: tensor(16.5918, device='cuda:0') (tensor(7.2532, device='cuda:0')) | > loss_gen: 2.5579442977905273 (2.489315481746898) | > loss_kl: 1.8421648740768433 (1.9169280739391552) | > loss_feat: 7.354539394378662 (6.878338477190803) | > loss_mel: 18.290679931640625 (18.041836794684922) | > loss_duration: 2.0521063804626465 (2.06339796851663) | > loss_1: 32.097434997558594 (31.38981678906609) | > grad_norm_1: tensor(109.0314, device='cuda:0') (tensor(93.7184, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3694 (0.36177345584420595) | > loader_time: 0.0039 (0.0034851466908174403)  --> TIME: 2024-06-11 10:21:55 -- STEP: 59/330 -- GLOBAL_STEP: 232600 | > loss_disc: 2.460120677947998 (2.3473688101364383) | > loss_disc_real_0: 0.1036207377910614 (0.1149842745419276) | > loss_disc_real_1: 0.21809294819831848 (0.20014911763748877) | > loss_disc_real_2: 0.2322271317243576 (0.21085100684125543) | > loss_disc_real_3: 0.23869778215885162 (0.22899398232920695) | > loss_disc_real_4: 0.24577142298221588 (0.2281691687086881) | > loss_disc_real_5: 0.2548244893550873 (0.2213248708995722) | > loss_0: 2.460120677947998 (2.3473688101364383) | > grad_norm_0: tensor(22.8782, device='cuda:0') (tensor(7.9892, device='cuda:0')) | > loss_gen: 2.292450428009033 (2.4855738777225302) | > loss_kl: 2.0979373455047607 (1.9236496161606351) | > loss_feat: 6.331280708312988 (6.9576890185727915) | > loss_mel: 17.309057235717773 (18.009454888812574) | > loss_duration: 1.9819039106369019 (2.033719596216234) | > loss_1: 30.01262855529785 (31.410087100530074) | > grad_norm_1: tensor(107.9103, device='cuda:0') (tensor(87.7676, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3702 (0.3636740385475805) | > loader_time: 0.0035 (0.0035578558000467593)  --> TIME: 2024-06-11 10:22:04 -- STEP: 84/330 -- GLOBAL_STEP: 232625 | > loss_disc: 2.4134106636047363 (2.3438079924810484) | > loss_disc_real_0: 0.15043854713439941 (0.11523393656881083) | > loss_disc_real_1: 0.23989719152450562 (0.19850487332968486) | > loss_disc_real_2: 0.2093980312347412 (0.21212444152860416) | > loss_disc_real_3: 0.23854458332061768 (0.22776196666416668) | > loss_disc_real_4: 0.24806928634643555 (0.2278933615556785) | > loss_disc_real_5: 0.2314206063747406 (0.22032562873902775) | > loss_0: 2.4134106636047363 (2.3438079924810484) | > grad_norm_0: tensor(9.0536, device='cuda:0') (tensor(8.3190, device='cuda:0')) | > loss_gen: 2.566948413848877 (2.482956733022418) | > loss_kl: 1.9663779735565186 (1.930527082511357) | > loss_feat: 6.816324710845947 (7.017111080033438) | > loss_mel: 18.23869514465332 (18.049002533867252) | > loss_duration: 2.0845515727996826 (2.0236725778806783) | > loss_1: 31.672895431518555 (31.503270081111364) | > grad_norm_1: tensor(85.5900, device='cuda:0') (tensor(86.4000, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3565 (0.3649870327540806) | > loader_time: 0.0044 (0.003602689220791771)  --> TIME: 2024-06-11 10:22:14 -- STEP: 109/330 -- GLOBAL_STEP: 232650 | > loss_disc: 2.32533597946167 (2.3415004135271804) | > loss_disc_real_0: 0.10698071122169495 (0.11533864095396952) | > loss_disc_real_1: 0.20961380004882812 (0.19800653233440643) | > loss_disc_real_2: 0.21539084613323212 (0.2115281124454026) | > loss_disc_real_3: 0.21528670191764832 (0.2271398562903798) | > loss_disc_real_4: 0.2155543863773346 (0.2276576071157368) | > loss_disc_real_5: 0.2241748422384262 (0.22008750936306945) | > loss_0: 2.32533597946167 (2.3415004135271804) | > grad_norm_0: tensor(7.0945, device='cuda:0') (tensor(8.1322, device='cuda:0')) | > loss_gen: 2.559009552001953 (2.4861227569230113) | > loss_kl: 1.8856333494186401 (1.92436893598749) | > loss_feat: 7.0843024253845215 (7.033749265408297) | > loss_mel: 18.267547607421875 (17.978260582740155) | > loss_duration: 1.972896933555603 (2.0241506055954406) | > loss_1: 31.769390106201172 (31.44665221118052) | > grad_norm_1: tensor(95.4089, device='cuda:0') (tensor(82.9388, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3968 (0.3667648122944963) | > loader_time: 0.0045 (0.0036814300292128815)  --> TIME: 2024-06-11 10:22:24 -- STEP: 134/330 -- GLOBAL_STEP: 232675 | > loss_disc: 2.34475040435791 (2.3432063629378117) | > loss_disc_real_0: 0.10342870652675629 (0.1150363129911138) | > loss_disc_real_1: 0.15813671052455902 (0.19798901543688419) | > loss_disc_real_2: 0.199282705783844 (0.21117399566209138) | > loss_disc_real_3: 0.21069158613681793 (0.22716826611935204) | > loss_disc_real_4: 0.21299980580806732 (0.22705020555364552) | > loss_disc_real_5: 0.2102266252040863 (0.2200339803499962) | > loss_0: 2.34475040435791 (2.3432063629378117) | > grad_norm_0: tensor(6.9078, device='cuda:0') (tensor(8.7379, device='cuda:0')) | > loss_gen: 2.5392467975616455 (2.487584605145811) | > loss_kl: 1.9896771907806396 (1.9276448621678708) | > loss_feat: 8.144041061401367 (7.074799270772222) | > loss_mel: 17.94484519958496 (18.01187148023008) | > loss_duration: 2.035951614379883 (2.026536168447181) | > loss_1: 32.65376281738281 (31.528436433023483) | > grad_norm_1: tensor(163.6385, device='cuda:0') (tensor(94.1971, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3816 (0.3719530070005958) | > loader_time: 0.0052 (0.009433102251878425)  --> TIME: 2024-06-11 10:22:34 -- STEP: 159/330 -- GLOBAL_STEP: 232700 | > loss_disc: 2.255908966064453 (2.348732813349308) | > loss_disc_real_0: 0.0947335734963417 (0.1160466657869471) | > loss_disc_real_1: 0.15254276990890503 (0.1986291710310763) | > loss_disc_real_2: 0.20634110271930695 (0.21198420938830706) | > loss_disc_real_3: 0.2069297432899475 (0.22766055176093145) | > loss_disc_real_4: 0.20244644582271576 (0.22831087723468085) | > loss_disc_real_5: 0.18137416243553162 (0.22083631898247222) | > loss_0: 2.255908966064453 (2.348732813349308) | > grad_norm_0: tensor(15.3092, device='cuda:0') (tensor(8.7173, device='cuda:0')) | > loss_gen: 2.543755054473877 (2.4850349816136394) | > loss_kl: 2.1239233016967773 (1.9289311890332204) | > loss_feat: 7.774288654327393 (7.086532664748856) | > loss_mel: 18.248239517211914 (18.008091380761105) | > loss_duration: 2.0359511375427246 (2.0293130619720827) | > loss_1: 32.726158142089844 (31.53790329987148) | > grad_norm_1: tensor(181.8412, device='cuda:0') (tensor(95.0892, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3793 (0.3745909921778074) | > loader_time: 0.0051 (0.00867063894211871)  --> TIME: 2024-06-11 10:22:44 -- STEP: 184/330 -- GLOBAL_STEP: 232725 | > loss_disc: 2.3416085243225098 (2.349410298077953) | > loss_disc_real_0: 0.0806695967912674 (0.1176814504534654) | > loss_disc_real_1: 0.1599654108285904 (0.19886208754842705) | > loss_disc_real_2: 0.22766469419002533 (0.2123470258615587) | > loss_disc_real_3: 0.23844757676124573 (0.2276145962431379) | > loss_disc_real_4: 0.2277234047651291 (0.22860941809156668) | > loss_disc_real_5: 0.23451142013072968 (0.22037812265688958) | > loss_0: 2.3416085243225098 (2.349410298077953) | > grad_norm_0: tensor(37.7690, device='cuda:0') (tensor(10.9422, device='cuda:0')) | > loss_gen: 2.4490368366241455 (2.4901598082936336) | > loss_kl: 1.8991038799285889 (1.9285811956809915) | > loss_feat: 7.60306978225708 (7.114488500615823) | > loss_mel: 17.898418426513672 (17.98816036141437) | > loss_duration: 2.0729901790618896 (2.03585960165314) | > loss_1: 31.92262077331543 (31.557249525318976) | > grad_norm_1: tensor(296.0355, device='cuda:0') (tensor(115.7907, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.402 (0.3771531465260879) | > loader_time: 0.0053 (0.008123101099677706)  --> TIME: 2024-06-11 10:22:55 -- STEP: 209/330 -- GLOBAL_STEP: 232750 | > loss_disc: 2.4565775394439697 (2.3474638838517006) | > loss_disc_real_0: 0.11131927371025085 (0.11787626402158487) | > loss_disc_real_1: 0.17723970115184784 (0.19924351587249908) | > loss_disc_real_2: 0.17236287891864777 (0.2126966261407405) | > loss_disc_real_3: 0.2515071630477905 (0.22785558704839368) | > loss_disc_real_4: 0.2691105306148529 (0.22716429936543606) | > loss_disc_real_5: 0.23799024522304535 (0.2200644349937804) | > loss_0: 2.4565775394439697 (2.3474638838517006) | > grad_norm_0: tensor(47.0229, device='cuda:0') (tensor(14.0661, device='cuda:0')) | > loss_gen: 2.4878885746002197 (2.50022019039501) | > loss_kl: 2.016212224960327 (1.9260389690764212) | > loss_feat: 7.360205173492432 (7.144681791369424) | > loss_mel: 17.29875373840332 (17.957836315392306) | > loss_duration: 2.138103485107422 (2.0433409795806727) | > loss_1: 31.301162719726562 (31.5721182937257) | > grad_norm_1: tensor(353.2762, device='cuda:0') (tensor(138.5192, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.3978 (0.3794265215476734) | > loader_time: 0.0047 (0.00773022277503492)  --> TIME: 2024-06-11 10:23:05 -- STEP: 234/330 -- GLOBAL_STEP: 232775 | > loss_disc: 2.353513717651367 (2.348345114634584) | > loss_disc_real_0: 0.18829631805419922 (0.11798622756878026) | > loss_disc_real_1: 0.20923547446727753 (0.19940166882215407) | > loss_disc_real_2: 0.2093605250120163 (0.21285935803356335) | > loss_disc_real_3: 0.2269100844860077 (0.22809550694675526) | > loss_disc_real_4: 0.22366870939731598 (0.227261196089606) | > loss_disc_real_5: 0.1962406486272812 (0.22031428957851523) | > loss_0: 2.353513717651367 (2.348345114634584) | > grad_norm_0: tensor(37.3782, device='cuda:0') (tensor(16.3317, device='cuda:0')) | > loss_gen: 2.505603313446045 (2.5022206632500037) | > loss_kl: 1.9355028867721558 (1.9271165545170124) | > loss_feat: 6.513957500457764 (7.141886425833416) | > loss_mel: 17.54837989807129 (17.92085124284793) | > loss_duration: 2.1056551933288574 (2.0515908644749565) | > loss_1: 30.609100341796875 (31.543665820716793) | > grad_norm_1: tensor(442.8166, device='cuda:0') (tensor(163.7552, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.4208 (0.38218886118668777) | > loader_time: 0.0053 (0.007462079708392797)  --> TIME: 2024-06-11 10:23:16 -- STEP: 259/330 -- GLOBAL_STEP: 232800 | > loss_disc: 2.516859531402588 (2.346171060584224) | > loss_disc_real_0: 0.15716305375099182 (0.1180510676994517) | > loss_disc_real_1: 0.2065533846616745 (0.198980994378738) | > loss_disc_real_2: 0.19856606423854828 (0.21259269831723687) | > loss_disc_real_3: 0.2301221638917923 (0.22800365004070017) | > loss_disc_real_4: 0.2528701424598694 (0.22696619138524338) | > loss_disc_real_5: 0.23829282820224762 (0.21973151802786528) | > loss_0: 2.516859531402588 (2.346171060584224) | > grad_norm_0: tensor(40.1628, device='cuda:0') (tensor(17.7101, device='cuda:0')) | > loss_gen: 2.411343574523926 (2.502883373540342) | > loss_kl: 1.8731768131256104 (1.9311927326857814) | > loss_feat: 7.2732954025268555 (7.148734827299375) | > loss_mel: 17.055635452270508 (17.890433484522994) | > loss_duration: 2.151594638824463 (2.058866957439879) | > loss_1: 30.765043258666992 (31.532111473525354) | > grad_norm_1: tensor(479.1443, device='cuda:0') (tensor(184.0211, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.422 (0.38610120629711964) | > loader_time: 0.0057 (0.00728456578199467)  --> TIME: 2024-06-11 10:23:27 -- STEP: 284/330 -- GLOBAL_STEP: 232825 | > loss_disc: 2.408450126647949 (2.3480897520629433) | > loss_disc_real_0: 0.0679384246468544 (0.11794067369642812) | > loss_disc_real_1: 0.22107034921646118 (0.1993992556883416) | > loss_disc_real_2: 0.17675060033798218 (0.21258553054551002) | > loss_disc_real_3: 0.22017833590507507 (0.22828151128241714) | > loss_disc_real_4: 0.2172883301973343 (0.22751013792946306) | > loss_disc_real_5: 0.2483649104833603 (0.22039059460372995) | > loss_0: 2.408450126647949 (2.3480897520629433) | > grad_norm_0: tensor(62.7888, device='cuda:0') (tensor(19.6397, device='cuda:0')) | > loss_gen: 2.4245212078094482 (2.501632812996986) | > loss_kl: 2.0372655391693115 (1.9360504427426297) | > loss_feat: 7.150153160095215 (7.146950275125639) | > loss_mel: 18.12030029296875 (17.84824441856062) | > loss_duration: 2.174192428588867 (2.0677438865245223) | > loss_1: 31.90643310546875 (31.500621909826574) | > grad_norm_1: tensor(506.3757, device='cuda:0') (tensor(210.4949, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.4532 (0.39154478110058205) | > loader_time: 0.0059 (0.007168952008368259)  --> TIME: 2024-06-11 10:23:39 -- STEP: 309/330 -- GLOBAL_STEP: 232850 | > loss_disc: 2.3779196739196777 (2.3524785581915872) | > loss_disc_real_0: 0.07272603362798691 (0.12004106268768944) | > loss_disc_real_1: 0.20793551206588745 (0.19985177399271137) | > loss_disc_real_2: 0.24592852592468262 (0.2131091581482717) | > loss_disc_real_3: 0.21885238587856293 (0.2283097410086289) | > loss_disc_real_4: 0.25034281611442566 (0.226838694372995) | > loss_disc_real_5: 0.22407419979572296 (0.22021572012152874) | > loss_0: 2.3779196739196777 (2.3524785581915872) | > grad_norm_0: tensor(47.9192, device='cuda:0') (tensor(22.3365, device='cuda:0')) | > loss_gen: 2.506309986114502 (2.5022240340902586) | > loss_kl: 1.8697587251663208 (1.9378315522832779) | > loss_feat: 7.793403625488281 (7.163651045086316) | > loss_mel: 17.541275024414062 (17.808139035616875) | > loss_duration: 2.247035026550293 (2.078960038311659) | > loss_1: 31.957782745361328 (31.490805801836032) | > grad_norm_1: tensor(468.5518, device='cuda:0') (tensor(226.7436, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.5053 (0.3985546383657116) | > loader_time: 0.0074 (0.0071453801250766355)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6492202281951904 (2.6492202281951904) | > loss_disc_real_0: 0.17227429151535034 (0.17227429151535034) | > loss_disc_real_1: 0.18950508534908295 (0.18950508534908295) | > loss_disc_real_2: 0.28065165877342224 (0.28065165877342224) | > loss_disc_real_3: 0.3623071610927582 (0.3623071610927582) | > loss_disc_real_4: 0.2752271890640259 (0.2752271890640259) | > loss_disc_real_5: 0.23815955221652985 (0.23815955221652985) | > loss_0: 2.6492202281951904 (2.6492202281951904) | > loss_gen: 2.3921549320220947 (2.3921549320220947) | > loss_kl: 2.1414449214935303 (2.1414449214935303) | > loss_feat: 5.34061861038208 (5.34061861038208) | > loss_mel: 14.971220016479492 (14.971220016479492) | > loss_duration: 2.887113332748413 (2.887113332748413) | > loss_1: 27.73255157470703 (27.73255157470703)  --> STEP: 1 | > loss_disc: 2.1358327865600586 (2.1358327865600586) | > loss_disc_real_0: 0.09607906639575958 (0.09607906639575958) | > loss_disc_real_1: 0.1382371038198471 (0.1382371038198471) | > loss_disc_real_2: 0.1930706650018692 (0.1930706650018692) | > loss_disc_real_3: 0.2250499278306961 (0.2250499278306961) | > loss_disc_real_4: 0.24315406382083893 (0.24315406382083893) | > loss_disc_real_5: 0.25243428349494934 (0.25243428349494934) | > loss_0: 2.1358327865600586 (2.1358327865600586) | > loss_gen: 2.5810327529907227 (2.5810327529907227) | > loss_kl: 2.596395492553711 (2.596395492553711) | > loss_feat: 6.170832633972168 (6.170832633972168) | > loss_mel: 17.483821868896484 (17.483821868896484) | > loss_duration: 2.427630662918091 (2.427630662918091) | > loss_1: 31.25971221923828 (31.25971221923828)  --> STEP: 2 | > loss_disc: 2.3188672065734863 (2.2273499965667725) | > loss_disc_real_0: 0.0731753557920456 (0.08462721109390259) | > loss_disc_real_1: 0.1473522186279297 (0.1427946612238884) | > loss_disc_real_2: 0.23823301494121552 (0.21565183997154236) | > loss_disc_real_3: 0.27229657769203186 (0.24867325276136398) | > loss_disc_real_4: 0.2436259388923645 (0.24339000135660172) | > loss_disc_real_5: 0.2573322355747223 (0.2548832595348358) | > loss_0: 2.3188672065734863 (2.2273499965667725) | > loss_gen: 2.322869300842285 (2.451951026916504) | > loss_kl: 2.0897350311279297 (2.3430652618408203) | > loss_feat: 5.661523342132568 (5.916177988052368) | > loss_mel: 17.811599731445312 (17.6477108001709) | > loss_duration: 2.41621732711792 (2.4219239950180054) | > loss_1: 30.301944732666016 (30.78082847595215)  --> STEP: 3 | > loss_disc: 2.1975417137145996 (2.217413902282715) | > loss_disc_real_0: 0.0908733606338501 (0.08670926094055176) | > loss_disc_real_1: 0.14763833582401276 (0.14440921942392984) | > loss_disc_real_2: 0.21486294269561768 (0.2153888742129008) | > loss_disc_real_3: 0.216647207736969 (0.237997904419899) | > loss_disc_real_4: 0.19631806015968323 (0.22769935429096222) | > loss_disc_real_5: 0.2243729680776596 (0.24471316238244376) | > loss_0: 2.1975417137145996 (2.217413902282715) | > loss_gen: 2.2932450771331787 (2.3990490436553955) | > loss_kl: 2.867091655731201 (2.5177407264709473) | > loss_feat: 5.841905117034912 (5.891420364379883) | > loss_mel: 16.944692611694336 (17.413371404012043) | > loss_duration: 2.2586593627929688 (2.367502450942993) | > loss_1: 30.205595016479492 (30.589083989461262)  --> STEP: 4 | > loss_disc: 2.3898680210113525 (2.2605274319648743) | > loss_disc_real_0: 0.07403195649385452 (0.08353993482887745) | > loss_disc_real_1: 0.15934914350509644 (0.1481442004442215) | > loss_disc_real_2: 0.22354736924171448 (0.21742849797010422) | > loss_disc_real_3: 0.35400262475013733 (0.2669990845024586) | > loss_disc_real_4: 0.31146058440208435 (0.24863966181874275) | > loss_disc_real_5: 0.34499648213386536 (0.26978399232029915) | > loss_0: 2.3898680210113525 (2.2605274319648743) | > loss_gen: 2.612492561340332 (2.4524099230766296) | > loss_kl: 3.4860641956329346 (2.759821593761444) | > loss_feat: 6.903895854949951 (6.1445392370224) | > loss_mel: 18.13389015197754 (17.593501091003418) | > loss_duration: 2.3173890113830566 (2.354974091053009) | > loss_1: 33.453731536865234 (31.305245876312256)  --> STEP: 5 | > loss_disc: 2.1867971420288086 (2.2457813739776613) | > loss_disc_real_0: 0.13593712449073792 (0.09401937276124954) | > loss_disc_real_1: 0.15132591128349304 (0.1487805426120758) | > loss_disc_real_2: 0.1792391985654831 (0.20979063808918) | > loss_disc_real_3: 0.319823294878006 (0.27756392657756807) | > loss_disc_real_4: 0.28540652990341187 (0.2559930354356766) | > loss_disc_real_5: 0.23893587291240692 (0.2636143684387207) | > loss_0: 2.1867971420288086 (2.2457813739776613) | > loss_gen: 2.9711697101593018 (2.556161880493164) | > loss_kl: 2.559631824493408 (2.719783639907837) | > loss_feat: 7.053456783294678 (6.326322746276856) | > loss_mel: 19.665569305419922 (18.007914733886718) | > loss_duration: 2.43947172164917 (2.371873617172241) | > loss_1: 34.689300537109375 (31.98205680847168)  --> STEP: 6 | > loss_disc: 2.3586974143981934 (2.26460071404775) | > loss_disc_real_0: 0.07876218855381012 (0.0914765087266763) | > loss_disc_real_1: 0.2177344709634781 (0.1602728640039762) | > loss_disc_real_2: 0.2218509465456009 (0.21180068949858347) | > loss_disc_real_3: 0.30719658732414246 (0.2825027033686638) | > loss_disc_real_4: 0.2700001001358032 (0.25832754621903103) | > loss_disc_real_5: 0.27043646574020386 (0.2647513846556346) | > loss_0: 2.3586974143981934 (2.26460071404775) | > loss_gen: 2.4823763370513916 (2.543864289919535) | > loss_kl: 2.5019259452819824 (2.6834740241368613) | > loss_feat: 5.1776533126831055 (6.134877840677897) | > loss_mel: 18.90291404724121 (18.15708128611247) | > loss_duration: 2.1647138595581055 (2.3373469909032187) | > loss_1: 31.229583740234375 (31.85664463043213)  --> STEP: 7 | > loss_disc: 2.5155560970306396 (2.3004514830453053) | > loss_disc_real_0: 0.17926129698753357 (0.10401719276394163) | > loss_disc_real_1: 0.19569949805736542 (0.16533381172588893) | > loss_disc_real_2: 0.25254449248313904 (0.21762123278209142) | > loss_disc_real_3: 0.3158798813819885 (0.2872708716562816) | > loss_disc_real_4: 0.30029308795928955 (0.2643226236104965) | > loss_disc_real_5: 0.2513723373413086 (0.2628400921821594) | > loss_0: 2.5155560970306396 (2.3004514830453053) | > loss_gen: 2.4370908737182617 (2.528610944747925) | > loss_kl: 3.874523162841797 (2.8536239010947093) | > loss_feat: 4.668994903564453 (5.925465992518833) | > loss_mel: 18.164148330688477 (18.15809086390904) | > loss_duration: 2.54948091506958 (2.3676518372126987) | > loss_1: 31.694236755371094 (31.83344350542341)  --> STEP: 8 | > loss_disc: 2.175203323364258 (2.2847954630851746) | > loss_disc_real_0: 0.08577147126197815 (0.1017364775761962) | > loss_disc_real_1: 0.12259199470281601 (0.15999108459800482) | > loss_disc_real_2: 0.16927239298820496 (0.2115776278078556) | > loss_disc_real_3: 0.17622090876102448 (0.27338962629437447) | > loss_disc_real_4: 0.15881076455116272 (0.2511336412280798) | > loss_disc_real_5: 0.2188628911972046 (0.25734294205904007) | > loss_0: 2.175203323364258 (2.2847954630851746) | > loss_gen: 2.2896080017089844 (2.4987355768680573) | > loss_kl: 2.812936782836914 (2.8485380113124847) | > loss_feat: 11.394455909729004 (6.609089732170105) | > loss_mel: 21.189525604248047 (18.537020206451416) | > loss_duration: 2.238229751586914 (2.3514740765094757) | > loss_1: 39.92475891113281 (32.844857931137085)  --> STEP: 9 | > loss_disc: 2.702491283416748 (2.331206109788683) | > loss_disc_real_0: 0.21548676490783691 (0.11437539839082295) | > loss_disc_real_1: 0.061796367168426514 (0.1490805604391628) | > loss_disc_real_2: 0.2577110230922699 (0.21670356061723497) | > loss_disc_real_3: 0.335113525390625 (0.28024783730506897) | > loss_disc_real_4: 0.3112386167049408 (0.2578119718366199) | > loss_disc_real_5: 0.34573978185653687 (0.26716481314765084) | > loss_0: 2.702491283416748 (2.331206109788683) | > loss_gen: 2.4906702041625977 (2.497839424345228) | > loss_kl: 2.7419145107269287 (2.8366909556918674) | > loss_feat: 8.557975769042969 (6.825632625155979) | > loss_mel: 20.144033432006836 (18.71557723151313) | > loss_duration: 2.1510562896728516 (2.3292054335276284) | > loss_1: 36.08564758300781 (33.20494567023383)  --> STEP: 10 | > loss_disc: 2.568817615509033 (2.3549672603607177) | > loss_disc_real_0: 0.15613186359405518 (0.11855104491114617) | > loss_disc_real_1: 0.15398509800434113 (0.1495710141956806) | > loss_disc_real_2: 0.3325725495815277 (0.22829045951366425) | > loss_disc_real_3: 0.277750164270401 (0.27999807000160215) | > loss_disc_real_4: 0.2729218006134033 (0.2593229547142982) | > loss_disc_real_5: 0.2640314996242523 (0.266851481795311) | > loss_0: 2.568817615509033 (2.3549672603607177) | > loss_gen: 2.3778865337371826 (2.485844135284424) | > loss_kl: 2.435394287109375 (2.796561288833618) | > loss_feat: 6.399320602416992 (6.78300142288208) | > loss_mel: 18.37621307373047 (18.681640815734863) | > loss_duration: 2.377709150314331 (2.3340558052062987) | > loss_1: 31.966522216796875 (33.08110332489014)  --> STEP: 11 | > loss_disc: 2.3676953315734863 (2.3561243577436968) | > loss_disc_real_0: 0.09846098721027374 (0.11672467602924867) | > loss_disc_real_1: 0.11776118725538254 (0.14667921174656262) | > loss_disc_real_2: 0.235795795917511 (0.22897276282310486) | > loss_disc_real_3: 0.28213196992874146 (0.2801920609040694) | > loss_disc_real_4: 0.226190447807312 (0.25631090863184497) | > loss_disc_real_5: 0.3100588917732239 (0.2707794281569394) | > loss_0: 2.3676953315734863 (2.3561243577436968) | > loss_gen: 2.362056016921997 (2.4745906699787485) | > loss_kl: 2.7196764945983887 (2.789571762084961) | > loss_feat: 7.388257026672363 (6.838024659590288) | > loss_mel: 17.92363739013672 (18.612731413407758) | > loss_duration: 2.4281063079833984 (2.342605850913308) | > loss_1: 32.82173156738281 (33.057524074207656)  --> STEP: 12 | > loss_disc: 2.3309803009033203 (2.3540290196736655) | > loss_disc_real_0: 0.111629419028759 (0.11630007127920787) | > loss_disc_real_1: 0.1375492960214615 (0.14591838543613753) | > loss_disc_real_2: 0.219779372215271 (0.2282066469391187) | > loss_disc_real_3: 0.2907463610172272 (0.2810715859134992) | > loss_disc_real_4: 0.2574530243873596 (0.2564060849448045) | > loss_disc_real_5: 0.26443636417388916 (0.2702508394916852) | > loss_0: 2.3309803009033203 (2.3540290196736655) | > loss_gen: 2.4738869667053223 (2.4745320280392966) | > loss_kl: 2.4073374271392822 (2.7577189008394876) | > loss_feat: 6.522587776184082 (6.8117382526397705) | > loss_mel: 17.704505920410156 (18.53704595565796) | > loss_duration: 2.2948975563049316 (2.3386301596959433) | > loss_1: 31.403213500976562 (32.919664859771736)  --> STEP: 13 | > loss_disc: 2.5266685485839844 (2.3673089834359975) | > loss_disc_real_0: 0.11543232947587967 (0.11623332190972108) | > loss_disc_real_1: 0.22143211960792542 (0.15172713421858275) | > loss_disc_real_2: 0.2261783629655838 (0.22805062509500063) | > loss_disc_real_3: 0.33697184920310974 (0.28537160616654617) | > loss_disc_real_4: 0.2903861999511719 (0.2590199399452943) | > loss_disc_real_5: 0.26221129298210144 (0.2696324128371019) | > loss_0: 2.5266685485839844 (2.3673089834359975) | > loss_gen: 2.643932580947876 (2.487562839801495) | > loss_kl: 2.770726203918457 (2.758719462614793) | > loss_feat: 8.111845016479492 (6.911746465242826) | > loss_mel: 18.063756942749023 (18.500639108511116) | > loss_duration: 2.203244686126709 (2.3282158924983096) | > loss_1: 33.79350280761719 (32.986883163452156)  --> STEP: 14 | > loss_disc: 2.645421266555786 (2.3871741465159824) | > loss_disc_real_0: 0.20826378464698792 (0.12280692639095443) | > loss_disc_real_1: 0.10883333534002304 (0.14866329144154275) | > loss_disc_real_2: 0.2387666404247284 (0.22881605476140976) | > loss_disc_real_3: 0.324190616607666 (0.28814439262662617) | > loss_disc_real_4: 0.22398540377616882 (0.25651747307607103) | > loss_disc_real_5: 0.2811427712440491 (0.2704545812947409) | > loss_0: 2.645421266555786 (2.3871741465159824) | > loss_gen: 2.2113900184631348 (2.4678362097058977) | > loss_kl: 3.454936981201172 (2.808449285370963) | > loss_feat: 6.890600681304932 (6.910236052104405) | > loss_mel: 20.940359115600586 (18.674904823303223) | > loss_duration: 2.3890504837036133 (2.3325612204415456) | > loss_1: 35.88633728027344 (33.19398702893939)  --> STEP: 15 | > loss_disc: 2.6832563877105713 (2.4069129625956216) | > loss_disc_real_0: 0.27883434295654297 (0.13320875416199365) | > loss_disc_real_1: 0.1845933049917221 (0.1510586256782214) | > loss_disc_real_2: 0.29676464200019836 (0.233345960577329) | > loss_disc_real_3: 0.3213081955909729 (0.29035531282424926) | > loss_disc_real_4: 0.3019944727420807 (0.259549273053805) | > loss_disc_real_5: 0.31510090827941895 (0.2734310030937195) | > loss_0: 2.6832563877105713 (2.4069129625956216) | > loss_gen: 2.614946126937866 (2.477643537521362) | > loss_kl: 3.2229955196380615 (2.8360857009887694) | > loss_feat: 6.9395270347595215 (6.912188784281413) | > loss_mel: 17.997455596923828 (18.629741541544597) | > loss_duration: 2.3727195262908936 (2.3352384408315023) | > loss_1: 33.14764404296875 (33.190897496541346)  --> STEP: 16 | > loss_disc: 2.7820448875427246 (2.4303587079048157) | > loss_disc_real_0: 0.222504660487175 (0.1387897483073175) | > loss_disc_real_1: 0.12192977964878082 (0.14923807280138135) | > loss_disc_real_2: 0.27614954113960266 (0.2360211843624711) | > loss_disc_real_3: 0.3134463429450989 (0.29179850220680237) | > loss_disc_real_4: 0.26496145129203796 (0.25988753419369454) | > loss_disc_real_5: 0.3796614706516266 (0.2800704073160887) | > loss_0: 2.7820448875427246 (2.4303587079048157) | > loss_gen: 2.2659969329833984 (2.4644156247377396) | > loss_kl: 2.54323148727417 (2.817782312631607) | > loss_feat: 7.5249714851379395 (6.950487703084946) | > loss_mel: 18.24833869934082 (18.60590386390686) | > loss_duration: 2.2998790740966797 (2.333028480410576) | > loss_1: 32.882415771484375 (33.17161738872528)  --> STEP: 17 | > loss_disc: 2.559661388397217 (2.4379647479337803) | > loss_disc_real_0: 0.20647595822811127 (0.1427712900673642) | > loss_disc_real_1: 0.19496585428714752 (0.15192794230054407) | > loss_disc_real_2: 0.3215312063694 (0.24105118565699635) | > loss_disc_real_3: 0.3076671063899994 (0.2927319495116963) | > loss_disc_real_4: 0.26894479990005493 (0.2604203145293628) | > loss_disc_real_5: 0.30748435854911804 (0.28168299268273744) | > loss_0: 2.559661388397217 (2.4379647479337803) | > loss_gen: 2.6329867839813232 (2.4743315752814796) | > loss_kl: 2.1537530422210693 (2.77872176731334) | > loss_feat: 6.16959285736084 (6.904552712159998) | > loss_mel: 17.181236267089844 (18.522099887623508) | > loss_duration: 2.415891170501709 (2.3379027562982895) | > loss_1: 30.55345916748047 (33.01760808159323)  --> STEP: 18 | > loss_disc: 2.1632964611053467 (2.422705398665534) | > loss_disc_real_0: 0.06783373653888702 (0.13860809264911544) | > loss_disc_real_1: 0.0613383911550045 (0.1468951894591252) | > loss_disc_real_2: 0.13041932880878448 (0.23490497138765123) | > loss_disc_real_3: 0.23450914025306702 (0.28949734899732804) | > loss_disc_real_4: 0.18991224467754364 (0.25650319953759504) | > loss_disc_real_5: 0.25051191449165344 (0.2799512661165661) | > loss_0: 2.1632964611053467 (2.422705398665534) | > loss_gen: 2.2847373485565186 (2.4637985626856485) | > loss_kl: 2.222731351852417 (2.7478334108988443) | > loss_feat: 9.344575881958008 (7.040109554926555) | > loss_mel: 18.506044387817383 (18.521207915412056) | > loss_duration: 2.2998132705688477 (2.335786673757765) | > loss_1: 34.657901763916016 (33.108735508388946)  --> STEP: 19 | > loss_disc: 2.4228203296661377 (2.422711447665566) | > loss_disc_real_0: 0.20869629085063934 (0.14229694518603778) | > loss_disc_real_1: 0.11512214690446854 (0.1452229240615117) | > loss_disc_real_2: 0.22607029974460602 (0.23443998866959623) | > loss_disc_real_3: 0.32811570167541504 (0.29152989387512207) | > loss_disc_real_4: 0.21193884313106537 (0.25415770709514607) | > loss_disc_real_5: 0.27079978585243225 (0.2794696092605591) | > loss_0: 2.4228203296661377 (2.422711447665566) | > loss_gen: 2.4525086879730225 (2.463204358753405) | > loss_kl: 1.9405066967010498 (2.7053425312042236) | > loss_feat: 6.34061861038208 (7.003294242055793) | > loss_mel: 16.82122039794922 (18.431734888177168) | > loss_duration: 2.317958354949951 (2.3348483411889327) | > loss_1: 29.872812271118164 (32.9384237590589)  --> STEP: 20 | > loss_disc: 2.4702911376953125 (2.4250904321670532) | > loss_disc_real_0: 0.20485571026802063 (0.1454248834401369) | > loss_disc_real_1: 0.20794956386089325 (0.14835925605148076) | > loss_disc_real_2: 0.21480239927768707 (0.23345810920000076) | > loss_disc_real_3: 0.22497275471687317 (0.28820203691720964) | > loss_disc_real_4: 0.19970127940177917 (0.25143488571047773) | > loss_disc_real_5: 0.24885253608226776 (0.2779387556016445) | > loss_0: 2.4702911376953125 (2.4250904321670532) | > loss_gen: 2.337623119354248 (2.456925296783447) | > loss_kl: 2.005626916885376 (2.6703567504882812) | > loss_feat: 6.836065292358398 (6.994932794570923) | > loss_mel: 18.337154388427734 (18.4270058631897) | > loss_duration: 2.3254342079162598 (2.334377634525299) | > loss_1: 31.841903686523438 (32.88359775543213)  --> STEP: 21 | > loss_disc: 2.131585121154785 (2.411113988785517) | > loss_disc_real_0: 0.10804930329322815 (0.14364509390933172) | > loss_disc_real_1: 0.11125358194112778 (0.146592319189083) | > loss_disc_real_2: 0.2002056986093521 (0.23187466107663654) | > loss_disc_real_3: 0.27030515670776367 (0.2873498045262836) | > loss_disc_real_4: 0.22323372960090637 (0.25009197351478385) | > loss_disc_real_5: 0.23026493191719055 (0.2756685735214324) | > loss_0: 2.131585121154785 (2.411113988785517) | > loss_gen: 2.594691276550293 (2.4634855815342496) | > loss_kl: 2.4422168731689453 (2.659492946806408) | > loss_feat: 5.734801769256592 (6.93492655527024) | > loss_mel: 16.865894317626953 (18.3526672181629) | > loss_duration: 2.128298044204712 (2.3245643207005093) | > loss_1: 29.765901565551758 (32.73513603210449)  --> STEP: 22 | > loss_disc: 2.338517904281616 (2.4078141667626123) | > loss_disc_real_0: 0.08351507037878036 (0.1409119110215794) | > loss_disc_real_1: 0.15069296956062317 (0.1467787123877894) | > loss_disc_real_2: 0.20764397084712982 (0.2307732660662044) | > loss_disc_real_3: 0.2479994297027588 (0.2855611511252143) | > loss_disc_real_4: 0.17593345046043396 (0.24672113155776795) | > loss_disc_real_5: 0.21814998984336853 (0.27305409244515677) | > loss_0: 2.338517904281616 (2.4078141667626123) | > loss_gen: 2.1882903575897217 (2.450976707718589) | > loss_kl: 2.0113954544067383 (2.6300339698791504) | > loss_feat: 7.611922264099121 (6.965699087489735) | > loss_mel: 19.137693405151367 (18.388350226662375) | > loss_duration: 2.15761137008667 (2.316975550218062) | > loss_1: 33.106910705566406 (32.752034880898215)  --> STEP: 23 | > loss_disc: 2.4094834327697754 (2.4078867435455327) | > loss_disc_real_0: 0.16289296746253967 (0.1418676091277081) | > loss_disc_real_1: 0.19001784920692444 (0.14865867485818657) | > loss_disc_real_2: 0.25949811935424805 (0.23202217273090198) | > loss_disc_real_3: 0.24888111650943756 (0.28396636701148487) | > loss_disc_real_4: 0.256123423576355 (0.24712992686292393) | > loss_disc_real_5: 0.26159152388572693 (0.2725557198990946) | > loss_0: 2.4094834327697754 (2.4078867435455327) | > loss_gen: 2.3918538093566895 (2.448406146920245) | > loss_kl: 2.3864798545837402 (2.6194446605184805) | > loss_feat: 5.038151264190674 (6.881892660389775) | > loss_mel: 17.168548583984375 (18.3353153726329) | > loss_duration: 2.2623705863952637 (2.314601421356201) | > loss_1: 29.247404098510742 (32.59965962949006)  --> STEP: 24 | > loss_disc: 2.3106400966644287 (2.4038347999254865) | > loss_disc_real_0: 0.11396143585443497 (0.1407048519079884) | > loss_disc_real_1: 0.18223796784877777 (0.15005781206612787) | > loss_disc_real_2: 0.23362882435321808 (0.23208911654849848) | > loss_disc_real_3: 0.23229163885116577 (0.2818132533381382) | > loss_disc_real_4: 0.2879212498664856 (0.24882956532140565) | > loss_disc_real_5: 0.2292277216911316 (0.2707503866404295) | > loss_0: 2.3106400966644287 (2.4038347999254865) | > loss_gen: 2.3588290214538574 (2.4446737666924787) | > loss_kl: 2.0189948081970215 (2.594425916671753) | > loss_feat: 4.4807891845703125 (6.781846682230632) | > loss_mel: 16.058792114257812 (18.240460236867268) | > loss_duration: 2.4420318603515625 (2.319911022981008) | > loss_1: 27.359437942504883 (32.38131705919901)  --> STEP: 25 | > loss_disc: 2.6642308235168457 (2.414250640869141) | > loss_disc_real_0: 0.1816914677619934 (0.1423443165421486) | > loss_disc_real_1: 0.13246063888072968 (0.14935392513871193) | > loss_disc_real_2: 0.2559017837047577 (0.23304162323474883) | > loss_disc_real_3: 0.3064403533935547 (0.28279833734035487) | > loss_disc_real_4: 0.23749062418937683 (0.2483760076761245) | > loss_disc_real_5: 0.2900073826313019 (0.2715206664800644) | > loss_0: 2.6642308235168457 (2.414250640869141) | > loss_gen: 2.235957622528076 (2.4363251209259027) | > loss_kl: 2.850098133087158 (2.604652805328369) | > loss_feat: 6.387691020965576 (6.766080455780029) | > loss_mel: 17.151647567749023 (18.196907730102538) | > loss_duration: 2.338897705078125 (2.3206704902648925) | > loss_1: 30.964292526245117 (32.32463607788086)  --> STEP: 26 | > loss_disc: 2.529873847961426 (2.4186976872957673) | > loss_disc_real_0: 0.08647926151752472 (0.14019566057966307) | > loss_disc_real_1: 0.06858357042074203 (0.14624737303417462) | > loss_disc_real_2: 0.24577268958091736 (0.2335312796326784) | > loss_disc_real_3: 0.149102583527565 (0.27765619296293986) | > loss_disc_real_4: 0.1676030158996582 (0.24526935414626042) | > loss_disc_real_5: 0.21909217536449432 (0.26950418605254245) | > loss_0: 2.529873847961426 (2.4186976872957673) | > loss_gen: 1.8369109630584717 (2.4132707302386938) | > loss_kl: 2.2847607135772705 (2.592349263337942) | > loss_feat: 14.875138282775879 (7.07796729527987) | > loss_mel: 20.661386489868164 (18.291695374708908) | > loss_duration: 2.2805633544921875 (2.3191279081197886) | > loss_1: 41.938758850097656 (32.69441003065843) --> EVAL PERFORMANCE | > avg_loader_time: 0.002447632642892691 (-0.00020218812502347493) | > avg_loss_disc: 2.4186976872957673 (-0.13810079831343325) | > avg_loss_disc_real_0: 0.14019566057966307 (-0.09225230549390498) | > avg_loss_disc_real_1: 0.14624737303417462 (-0.09174941207927007) | > avg_loss_disc_real_2: 0.2335312796326784 (-0.014054304418655489) | > avg_loss_disc_real_3: 0.27765619296293986 (+0.007601393816562829) | > avg_loss_disc_real_4: 0.24526935414626042 (-0.029204888412585756) | > avg_loss_disc_real_5: 0.26950418605254245 (+0.035022862255573245) | > avg_loss_0: 2.4186976872957673 (-0.13810079831343325) | > avg_loss_gen: 2.4132707302386938 (-0.17794269781846328) | > avg_loss_kl: 2.592349263337942 (-0.14954691666823194) | > avg_loss_feat: 7.07796729527987 (+0.741673295314496) | > avg_loss_mel: 18.291695374708908 (+0.8212327957153391) | > avg_loss_duration: 2.3191279081197886 (+0.014885746515714615) | > avg_loss_1: 32.69441003065843 (+1.2503015811626774)  > EPOCH: 439/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:24:11)   --> TIME: 2024-06-11 10:24:14 -- STEP: 4/330 -- GLOBAL_STEP: 232875 | > loss_disc: 2.3591017723083496 (2.3749560713768005) | > loss_disc_real_0: 0.0998290628194809 (0.10957101546227932) | > loss_disc_real_1: 0.15575790405273438 (0.19505977630615234) | > loss_disc_real_2: 0.2010919600725174 (0.20093166828155518) | > loss_disc_real_3: 0.2069397121667862 (0.2383834458887577) | > loss_disc_real_4: 0.21416887640953064 (0.24181383103132248) | > loss_disc_real_5: 0.21706315875053406 (0.25740745663642883) | > loss_0: 2.3591017723083496 (2.3749560713768005) | > grad_norm_0: tensor(4.6464, device='cuda:0') (tensor(5.6788, device='cuda:0')) | > loss_gen: 2.3218142986297607 (2.4506231546401978) | > loss_kl: 1.7284612655639648 (1.949245810508728) | > loss_feat: 6.4781341552734375 (6.442066431045532) | > loss_mel: 18.405521392822266 (18.43875741958618) | > loss_duration: 2.191213369369507 (2.208818733692169) | > loss_1: 31.125144958496094 (31.48951244354248) | > grad_norm_1: tensor(91.4373, device='cuda:0') (tensor(119.1756, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3505 (0.36425262689590454) | > loader_time: 0.0031 (0.0038899779319763184)  --> TIME: 2024-06-11 10:24:23 -- STEP: 29/330 -- GLOBAL_STEP: 232900 | > loss_disc: 2.4096250534057617 (2.308632604007064) | > loss_disc_real_0: 0.12873780727386475 (0.103785609119925) | > loss_disc_real_1: 0.19428682327270508 (0.20383236223253712) | > loss_disc_real_2: 0.20860321819782257 (0.20895516615489435) | > loss_disc_real_3: 0.17981068789958954 (0.22244431592267136) | > loss_disc_real_4: 0.21776898205280304 (0.2226006106056016) | > loss_disc_real_5: 0.2297419011592865 (0.21974441049427823) | > loss_0: 2.4096250534057617 (2.308632604007064) | > grad_norm_0: tensor(4.8798, device='cuda:0') (tensor(10.3182, device='cuda:0')) | > loss_gen: 2.4967381954193115 (2.5219110373792972) | > loss_kl: 1.8145215511322021 (1.905702985566238) | > loss_feat: 7.151053428649902 (7.04607027974622) | > loss_mel: 18.26203727722168 (18.244812406342604) | > loss_duration: 2.014972686767578 (2.066425438584952) | > loss_1: 31.739322662353516 (31.78492230382459) | > grad_norm_1: tensor(106.6808, device='cuda:0') (tensor(140.9449, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3502 (0.36699766126172295) | > loader_time: 0.0032 (0.0033386904617835737)  --> TIME: 2024-06-11 10:24:33 -- STEP: 54/330 -- GLOBAL_STEP: 232925 | > loss_disc: 2.3400280475616455 (2.3545635585431706) | > loss_disc_real_0: 0.13094840943813324 (0.1081412389046616) | > loss_disc_real_1: 0.2692064344882965 (0.20416855674099035) | > loss_disc_real_2: 0.2235105037689209 (0.2115586209628317) | > loss_disc_real_3: 0.20484566688537598 (0.2287523928615782) | > loss_disc_real_4: 0.22362084686756134 (0.22810483972231546) | > loss_disc_real_5: 0.17938955128192902 (0.2243923760122723) | > loss_0: 2.3400280475616455 (2.3545635585431706) | > grad_norm_0: tensor(9.1450, device='cuda:0') (tensor(10.6344, device='cuda:0')) | > loss_gen: 2.5224390029907227 (2.4999970374283964) | > loss_kl: 1.8686999082565308 (1.882910390694936) | > loss_feat: 7.476841449737549 (7.016941891776191) | > loss_mel: 18.44748878479004 (18.10177838360822) | > loss_duration: 1.9779092073440552 (2.0377502021966163) | > loss_1: 32.29337692260742 (31.539378024913646) | > grad_norm_1: tensor(57.3527, device='cuda:0') (tensor(133.8165, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3781 (0.3680213159985013) | > loader_time: 0.0032 (0.0034737145459210433)  --> TIME: 2024-06-11 10:24:42 -- STEP: 79/330 -- GLOBAL_STEP: 232950 | > loss_disc: 2.4310929775238037 (2.357364892959595) | > loss_disc_real_0: 0.1387900561094284 (0.11218283070793635) | > loss_disc_real_1: 0.19181831181049347 (0.20153392889077149) | > loss_disc_real_2: 0.22185161709785461 (0.2122841947063615) | > loss_disc_real_3: 0.27817055583000183 (0.22864249612711654) | > loss_disc_real_4: 0.2489219456911087 (0.2291825015710879) | > loss_disc_real_5: 0.230497807264328 (0.22349193673345108) | > loss_0: 2.4310929775238037 (2.357364892959595) | > grad_norm_0: tensor(9.0136, device='cuda:0') (tensor(10.7521, device='cuda:0')) | > loss_gen: 2.455427885055542 (2.4962648771986173) | > loss_kl: 1.9752238988876343 (1.8883427532413337) | > loss_feat: 7.059167861938477 (7.020945784411853) | > loss_mel: 18.035139083862305 (18.044911058643198) | > loss_duration: 1.9719865322113037 (2.027845808222324) | > loss_1: 31.496944427490234 (31.478310379800917) | > grad_norm_1: tensor(199.2796, device='cuda:0') (tensor(128.4218, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.38 (0.3713310640069503) | > loader_time: 0.0035 (0.0035471191889123073)  --> TIME: 2024-06-11 10:24:52 -- STEP: 104/330 -- GLOBAL_STEP: 232975 | > loss_disc: 2.3233377933502197 (2.355770500806663) | > loss_disc_real_0: 0.15688136219978333 (0.11362774856388569) | > loss_disc_real_1: 0.2582317590713501 (0.20023154524656442) | > loss_disc_real_2: 0.21048644185066223 (0.21321476437151432) | > loss_disc_real_3: 0.1946655958890915 (0.2287614428653167) | > loss_disc_real_4: 0.18649965524673462 (0.22924815576810104) | > loss_disc_real_5: 0.20415852963924408 (0.22237253719224379) | > loss_0: 2.3233377933502197 (2.355770500806663) | > grad_norm_0: tensor(9.5023, device='cuda:0') (tensor(10.4816, device='cuda:0')) | > loss_gen: 2.492924690246582 (2.492854049572578) | > loss_kl: 2.00520396232605 (1.890653609083249) | > loss_feat: 7.084171295166016 (7.023344072011801) | > loss_mel: 18.183279037475586 (18.04956441659192) | > loss_duration: 2.062009572982788 (2.0275034262583813) | > loss_1: 31.82758903503418 (31.483919602174026) | > grad_norm_1: tensor(110.1800, device='cuda:0') (tensor(125.0002, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3636 (0.3715617542083447) | > loader_time: 0.0037 (0.0036281530673687276)  --> TIME: 2024-06-11 10:25:02 -- STEP: 129/330 -- GLOBAL_STEP: 233000 | > loss_disc: 2.3559703826904297 (2.3548274853432836) | > loss_disc_real_0: 0.08619451522827148 (0.11449348914992902) | > loss_disc_real_1: 0.14995117485523224 (0.1996650974186816) | > loss_disc_real_2: 0.20145948231220245 (0.21344895568466926) | > loss_disc_real_3: 0.252951055765152 (0.22891074938829556) | > loss_disc_real_4: 0.2563437819480896 (0.2285629893227141) | > loss_disc_real_5: 0.23849180340766907 (0.22129620900449826) | > loss_0: 2.3559703826904297 (2.3548274853432836) | > grad_norm_0: tensor(5.7288, device='cuda:0') (tensor(10.5990, device='cuda:0')) | > loss_gen: 2.4832911491394043 (2.4914236050243526) | > loss_kl: 1.9485007524490356 (1.9016269269839738) | > loss_feat: 7.303103923797607 (7.042614611544351) | > loss_mel: 18.433595657348633 (18.046162568321506) | > loss_duration: 2.0055651664733887 (2.028486261996188) | > loss_1: 32.17405700683594 (31.51031398033911) | > grad_norm_1: tensor(138.8523, device='cuda:0') (tensor(129.9603, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3677 (0.37261101811431174) | > loader_time: 0.0047 (0.003731357958889747) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_233000.pth  --> TIME: 2024-06-11 10:25:16 -- STEP: 154/330 -- GLOBAL_STEP: 233025 | > loss_disc: 2.3101048469543457 (2.3556975668126903) | > loss_disc_real_0: 0.11875210702419281 (0.11533093510510085) | > loss_disc_real_1: 0.16034859418869019 (0.19954681531949475) | > loss_disc_real_2: 0.1923556625843048 (0.21361300175066117) | > loss_disc_real_3: 0.24257737398147583 (0.22937351600690323) | > loss_disc_real_4: 0.23279452323913574 (0.22805237054050742) | > loss_disc_real_5: 0.22014473378658295 (0.22072516149514682) | > loss_0: 2.3101048469543457 (2.3556975668126903) | > grad_norm_0: tensor(77.0908, device='cuda:0') (tensor(13.8571, device='cuda:0')) | > loss_gen: 2.595334768295288 (2.49093522499134) | > loss_kl: 1.8241584300994873 (1.9109418965005256) | > loss_feat: 7.0323309898376465 (7.04623649956344) | > loss_mel: 18.057437896728516 (18.026078298494397) | > loss_duration: 2.036360502243042 (2.0305722649995377) | > loss_1: 31.545621871948242 (31.504764172937964) | > grad_norm_1: tensor(271.1113, device='cuda:0') (tensor(158.7134, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3854 (0.37593902086282693) | > loader_time: 0.0046 (0.0038401337413044717)  --> TIME: 2024-06-11 10:25:26 -- STEP: 179/330 -- GLOBAL_STEP: 233050 | > loss_disc: 2.3253684043884277 (2.350657738786837) | > loss_disc_real_0: 0.1023106724023819 (0.1144733013970226) | > loss_disc_real_1: 0.17495055496692657 (0.19979586772745545) | > loss_disc_real_2: 0.22095134854316711 (0.2138724489418488) | > loss_disc_real_3: 0.24373707175254822 (0.2289904390966426) | > loss_disc_real_4: 0.2575188875198364 (0.2274088485780375) | > loss_disc_real_5: 0.2135332226753235 (0.22027485888430526) | > loss_0: 2.3253684043884277 (2.350657738786837) | > grad_norm_0: tensor(28.5604, device='cuda:0') (tensor(15.2656, device='cuda:0')) | > loss_gen: 2.4628264904022217 (2.5040316275378176) | > loss_kl: 2.0636837482452393 (1.9169082428489983) | > loss_feat: 7.592739582061768 (7.097788736140928) | > loss_mel: 18.42852020263672 (18.012396700555374) | > loss_duration: 2.083740234375 (2.036114277786382) | > loss_1: 32.631507873535156 (31.567239601518853) | > grad_norm_1: tensor(366.7417, device='cuda:0') (tensor(179.4993, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3953 (0.3784574050477096) | > loader_time: 0.0048 (0.003953094588977664)  --> TIME: 2024-06-11 10:25:36 -- STEP: 204/330 -- GLOBAL_STEP: 233075 | > loss_disc: 2.3276939392089844 (2.3519799697632897) | > loss_disc_real_0: 0.08759161829948425 (0.11486397259959988) | > loss_disc_real_1: 0.17938677966594696 (0.1999149002573069) | > loss_disc_real_2: 0.18911367654800415 (0.21315299872966373) | > loss_disc_real_3: 0.21475067734718323 (0.229312710244866) | > loss_disc_real_4: 0.22634626924991608 (0.22808501080555074) | > loss_disc_real_5: 0.21445901691913605 (0.22031672371953143) | > loss_0: 2.3276939392089844 (2.3519799697632897) | > grad_norm_0: tensor(15.2452, device='cuda:0') (tensor(18.4120, device='cuda:0')) | > loss_gen: 2.604078531265259 (2.5083767526289997) | > loss_kl: 2.0298690795898438 (1.924213943528194) | > loss_feat: 8.025547981262207 (7.119445186035306) | > loss_mel: 18.578588485717773 (17.98443838194304) | > loss_duration: 2.0429646968841553 (2.043385046954248) | > loss_1: 33.28104782104492 (31.579859312842874) | > grad_norm_1: tensor(390.2852, device='cuda:0') (tensor(205.0344, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.3977 (0.38092855963052474) | > loader_time: 0.0054 (0.004066837768928677)  --> TIME: 2024-06-11 10:25:47 -- STEP: 229/330 -- GLOBAL_STEP: 233100 | > loss_disc: 2.3338966369628906 (2.349901178518238) | > loss_disc_real_0: 0.08934128284454346 (0.1153369654929794) | > loss_disc_real_1: 0.20354656875133514 (0.2001796236595212) | > loss_disc_real_2: 0.22142964601516724 (0.21292318384199685) | > loss_disc_real_3: 0.2206735610961914 (0.2289488892758257) | > loss_disc_real_4: 0.2121705263853073 (0.22702555970073268) | > loss_disc_real_5: 0.20652194321155548 (0.2199338951095223) | > loss_0: 2.3338966369628906 (2.349901178518238) | > grad_norm_0: tensor(37.5210, device='cuda:0') (tensor(21.9836, device='cuda:0')) | > loss_gen: 2.7774505615234375 (2.5142153319313016) | > loss_kl: 2.065364122390747 (1.932000919721012) | > loss_feat: 7.110939025878906 (7.124958363162378) | > loss_mel: 18.19858741760254 (17.943858367386856) | > loss_duration: 2.140856981277466 (2.0515328156375463) | > loss_1: 32.29319763183594 (31.56656582594959) | > grad_norm_1: tensor(460.8453, device='cuda:0') (tensor(226.5847, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.4077 (0.38343576676980884) | > loader_time: 0.0053 (0.004198525149749358)  --> TIME: 2024-06-11 10:25:57 -- STEP: 254/330 -- GLOBAL_STEP: 233125 | > loss_disc: 2.2092950344085693 (2.34987022463731) | > loss_disc_real_0: 0.1428913027048111 (0.11699526912466747) | > loss_disc_real_1: 0.1813981682062149 (0.20002458097897174) | > loss_disc_real_2: 0.2308565080165863 (0.21314773385918986) | > loss_disc_real_3: 0.2093391865491867 (0.2287694126602233) | > loss_disc_real_4: 0.1836385875940323 (0.22712008766536637) | > loss_disc_real_5: 0.17456753551959991 (0.21957862705696285) | > loss_0: 2.2092950344085693 (2.34987022463731) | > grad_norm_0: tensor(40.8578, device='cuda:0') (tensor(24.1009, device='cuda:0')) | > loss_gen: 2.553739547729492 (2.5147157194107534) | > loss_kl: 1.9446651935577393 (1.9340240396852568) | > loss_feat: 8.18571662902832 (7.129670593682237) | > loss_mel: 18.126232147216797 (17.915094593378495) | > loss_duration: 2.0880937576293945 (2.058190729205063) | > loss_1: 32.8984489440918 (31.551695688502996) | > grad_norm_1: tensor(353.1386, device='cuda:0') (tensor(242.0889, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.4351 (0.3868810830153817) | > loader_time: 0.0065 (0.004328464898537465)  --> TIME: 2024-06-11 10:26:09 -- STEP: 279/330 -- GLOBAL_STEP: 233150 | > loss_disc: 2.3700881004333496 (2.3510080605852144) | > loss_disc_real_0: 0.12600359320640564 (0.1175600186417607) | > loss_disc_real_1: 0.20430542528629303 (0.20013013359252696) | > loss_disc_real_2: 0.22164547443389893 (0.21295553541952564) | > loss_disc_real_3: 0.21403680741786957 (0.22894876303424974) | > loss_disc_real_4: 0.23414427042007446 (0.22702307710724492) | > loss_disc_real_5: 0.21216394007205963 (0.21973018412308026) | > loss_0: 2.3700881004333496 (2.3510080605852144) | > grad_norm_0: tensor(14.4856, device='cuda:0') (tensor(23.7438, device='cuda:0')) | > loss_gen: 2.520089864730835 (2.5093099062588053) | > loss_kl: 1.8922526836395264 (1.9388109270389788) | > loss_feat: 7.857800483703613 (7.124264997393426) | > loss_mel: 17.76580047607422 (17.891070738488196) | > loss_duration: 2.156087636947632 (2.06712857668545) | > loss_1: 32.19203186035156 (31.530585162528528) | > grad_norm_1: tensor(186.0252, device='cuda:0') (tensor(239.9384, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.4437 (0.39212499639039394) | > loader_time: 0.0061 (0.004475904621958308)  --> TIME: 2024-06-11 10:26:21 -- STEP: 304/330 -- GLOBAL_STEP: 233175 | > loss_disc: 2.5013887882232666 (2.354997738411552) | > loss_disc_real_0: 0.11809049546718597 (0.11877426987906035) | > loss_disc_real_1: 0.23614457249641418 (0.20100710232202942) | > loss_disc_real_2: 0.20624218881130219 (0.21308599226176733) | > loss_disc_real_3: 0.2384096384048462 (0.22920248431986884) | > loss_disc_real_4: 0.20660746097564697 (0.2275036683698234) | > loss_disc_real_5: 0.2061917632818222 (0.22001373027696422) | > loss_0: 2.5013887882232666 (2.354997738411552) | > grad_norm_0: tensor(18.4263, device='cuda:0') (tensor(23.7885, device='cuda:0')) | > loss_gen: 2.1618289947509766 (2.504310569480845) | > loss_kl: 1.9528534412384033 (1.9428190451703573) | > loss_feat: 7.2309465408325195 (7.131388118392543) | > loss_mel: 17.239952087402344 (17.834168729029198) | > loss_duration: 2.2227237224578857 (2.077432254819493) | > loss_1: 30.808303833007812 (31.490118716892443) | > grad_norm_1: tensor(392.3263, device='cuda:0') (tensor(241.1067, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.472 (0.3981884749312149) | > loader_time: 0.0068 (0.004652653869829682)  --> TIME: 2024-06-11 10:26:50 -- STEP: 329/330 -- GLOBAL_STEP: 233200 | > loss_disc: 2.447627067565918 (2.3639890183793746) | > loss_disc_real_0: 0.07296013087034225 (0.12066249680736507) | > loss_disc_real_1: 0.22020871937274933 (0.20209728838100252) | > loss_disc_real_2: 0.23496605455875397 (0.21392818515423942) | > loss_disc_real_3: 0.298819899559021 (0.22974915797949563) | > loss_disc_real_4: 0.20151235163211823 (0.2279351293406588) | > loss_disc_real_5: 0.2081073522567749 (0.22063295008744874) | > loss_0: 2.447627067565918 (2.3639890183793746) | > grad_norm_0: tensor(18.4730, device='cuda:0') (tensor(24.7079, device='cuda:0')) | > loss_gen: 2.5232090950012207 (2.4992697601260376) | > loss_kl: 2.2012579441070557 (1.9504143514169385) | > loss_feat: 11.041607856750488 (7.214205559263838) | > loss_mel: 18.218862533569336 (17.80887602600283) | > loss_duration: 2.2824220657348633 (2.091400611364371) | > loss_1: 36.267356872558594 (31.564166269041486) | > grad_norm_1: tensor(460.7297, device='cuda:0') (tensor(249.7474, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 15.364 (0.45688969603425456) | > loader_time: 0.0338 (0.005127544461050297)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4506406784057617 (2.4506406784057617) | > loss_disc_real_0: 0.08136513084173203 (0.08136513084173203) | > loss_disc_real_1: 0.2305082380771637 (0.2305082380771637) | > loss_disc_real_2: 0.17468620836734772 (0.17468620836734772) | > loss_disc_real_3: 0.24002309143543243 (0.24002309143543243) | > loss_disc_real_4: 0.24277275800704956 (0.24277275800704956) | > loss_disc_real_5: 0.19652307033538818 (0.19652307033538818) | > loss_0: 2.4506406784057617 (2.4506406784057617) | > loss_gen: 2.0423662662506104 (2.0423662662506104) | > loss_kl: 2.1339681148529053 (2.1339681148529053) | > loss_feat: 6.278762340545654 (6.278762340545654) | > loss_mel: 16.982662200927734 (16.982662200927734) | > loss_duration: 2.888805866241455 (2.888805866241455) | > loss_1: 30.32656478881836 (30.32656478881836)  --> STEP: 1 | > loss_disc: 2.094860076904297 (2.094860076904297) | > loss_disc_real_0: 0.04573933780193329 (0.04573933780193329) | > loss_disc_real_1: 0.19257374107837677 (0.19257374107837677) | > loss_disc_real_2: 0.1504514366388321 (0.1504514366388321) | > loss_disc_real_3: 0.25308820605278015 (0.25308820605278015) | > loss_disc_real_4: 0.19867819547653198 (0.19867819547653198) | > loss_disc_real_5: 0.16712704300880432 (0.16712704300880432) | > loss_0: 2.094860076904297 (2.094860076904297) | > loss_gen: 2.393202304840088 (2.393202304840088) | > loss_kl: 2.0577375888824463 (2.0577375888824463) | > loss_feat: 6.015355587005615 (6.015355587005615) | > loss_mel: 20.098888397216797 (20.098888397216797) | > loss_duration: 2.3940088748931885 (2.3940088748931885) | > loss_1: 32.95919418334961 (32.95919418334961)  --> STEP: 2 | > loss_disc: 2.3632898330688477 (2.2290749549865723) | > loss_disc_real_0: 0.08742942661046982 (0.06658438220620155) | > loss_disc_real_1: 0.23984745144844055 (0.21621059626340866) | > loss_disc_real_2: 0.17459046840667725 (0.16252095252275467) | > loss_disc_real_3: 0.25662046670913696 (0.25485433638095856) | > loss_disc_real_4: 0.26244744658470154 (0.23056282103061676) | > loss_disc_real_5: 0.23141323029994965 (0.19927013665437698) | > loss_0: 2.3632898330688477 (2.2290749549865723) | > loss_gen: 2.396282196044922 (2.394742250442505) | > loss_kl: 2.760667085647583 (2.4092023372650146) | > loss_feat: 5.79286003112793 (5.9041078090667725) | > loss_mel: 18.478256225585938 (19.288572311401367) | > loss_duration: 2.507573127746582 (2.4507910013198853) | > loss_1: 31.935638427734375 (32.44741630554199)  --> STEP: 3 | > loss_disc: 2.3071467876434326 (2.255098899205526) | > loss_disc_real_0: 0.1425660252571106 (0.09191159655650456) | > loss_disc_real_1: 0.1901799589395523 (0.20753371715545654) | > loss_disc_real_2: 0.16607479751110077 (0.16370556751887003) | > loss_disc_real_3: 0.26026055216789246 (0.2566564083099365) | > loss_disc_real_4: 0.23598673939704895 (0.2323707938194275) | > loss_disc_real_5: 0.2670277953147888 (0.22185602287451425) | > loss_0: 2.3071467876434326 (2.255098899205526) | > loss_gen: 2.5500142574310303 (2.4464995861053467) | > loss_kl: 2.9437596797943115 (2.5873881181081138) | > loss_feat: 7.163904190063477 (6.324039936065674) | > loss_mel: 15.520000457763672 (18.032381693522137) | > loss_duration: 2.3386569023132324 (2.4134129683176675) | > loss_1: 30.51633644104004 (31.803723017374676)  --> STEP: 4 | > loss_disc: 2.349440813064575 (2.278684377670288) | > loss_disc_real_0: 0.07613334059715271 (0.0879670325666666) | > loss_disc_real_1: 0.23851478099822998 (0.2152789831161499) | > loss_disc_real_2: 0.16427800059318542 (0.16384867578744888) | > loss_disc_real_3: 0.2612304389476776 (0.2577999159693718) | > loss_disc_real_4: 0.19565115869045258 (0.22319088503718376) | > loss_disc_real_5: 0.24928373098373413 (0.22871294990181923) | > loss_0: 2.349440813064575 (2.278684377670288) | > loss_gen: 2.1966190338134766 (2.384029448032379) | > loss_kl: 2.786191701889038 (2.6370890140533447) | > loss_feat: 6.432600021362305 (6.3511799573898315) | > loss_mel: 18.17281723022461 (18.067490577697754) | > loss_duration: 2.329732894897461 (2.392492949962616) | > loss_1: 31.91796112060547 (31.832282543182373)  --> STEP: 5 | > loss_disc: 2.3883845806121826 (2.300624418258667) | > loss_disc_real_0: 0.14779424667358398 (0.09993247538805008) | > loss_disc_real_1: 0.25207754969596863 (0.22263869643211365) | > loss_disc_real_2: 0.1807646006345749 (0.16723186075687407) | > loss_disc_real_3: 0.24321021139621735 (0.2548819750547409) | > loss_disc_real_4: 0.21681435406208038 (0.2219155788421631) | > loss_disc_real_5: 0.26966142654418945 (0.23690264523029328) | > loss_0: 2.3883845806121826 (2.300624418258667) | > loss_gen: 2.399897575378418 (2.387203073501587) | > loss_kl: 1.8956866264343262 (2.488808536529541) | > loss_feat: 6.770951271057129 (6.435134220123291) | > loss_mel: 19.108272552490234 (18.27564697265625) | > loss_duration: 2.3019747734069824 (2.374389314651489) | > loss_1: 32.476783752441406 (31.96118278503418)  --> STEP: 6 | > loss_disc: 2.3412222862243652 (2.307390729586283) | > loss_disc_real_0: 0.11158162355422974 (0.10187400008241336) | > loss_disc_real_1: 0.23686903715133667 (0.22501041988531748) | > loss_disc_real_2: 0.31445690989494324 (0.19176936894655228) | > loss_disc_real_3: 0.21325412392616272 (0.24794399986664453) | > loss_disc_real_4: 0.20516376197338104 (0.21912360936403275) | > loss_disc_real_5: 0.23152613639831543 (0.23600656042496362) | > loss_0: 2.3412222862243652 (2.307390729586283) | > loss_gen: 2.60072922706604 (2.422790765762329) | > loss_kl: 2.2119462490081787 (2.4426648219426474) | > loss_feat: 7.13839054107666 (6.5523436069488525) | > loss_mel: 17.180673599243164 (18.093151410420734) | > loss_duration: 2.148803234100342 (2.3367916345596313) | > loss_1: 31.280542373657227 (31.847742716471355)  --> STEP: 7 | > loss_disc: 2.328641414642334 (2.3104265417371477) | > loss_disc_real_0: 0.06718102842569351 (0.09691786127431053) | > loss_disc_real_1: 0.24583491683006287 (0.22798534802028111) | > loss_disc_real_2: 0.2855638861656189 (0.20516858569213323) | > loss_disc_real_3: 0.30014026165008545 (0.25540060869285036) | > loss_disc_real_4: 0.25243932008743286 (0.22388299661023275) | > loss_disc_real_5: 0.2578119933605194 (0.23912162227290018) | > loss_0: 2.328641414642334 (2.3104265417371477) | > loss_gen: 2.8299458026885986 (2.4809557710375105) | > loss_kl: 3.304837465286255 (2.5658323424203053) | > loss_feat: 8.099441528320312 (6.773357595716204) | > loss_mel: 17.017202377319336 (17.939444405691965) | > loss_duration: 2.606360673904419 (2.3753014973231723) | > loss_1: 33.8577880859375 (32.13489205496652)  --> STEP: 8 | > loss_disc: 2.0738372802734375 (2.280852884054184) | > loss_disc_real_0: 0.09282207489013672 (0.0964058879762888) | > loss_disc_real_1: 0.2129458636045456 (0.22610541246831417) | > loss_disc_real_2: 0.17657828330993652 (0.20159479789435863) | > loss_disc_real_3: 0.20330549776554108 (0.2488887198269367) | > loss_disc_real_4: 0.14318472146987915 (0.21379571221768856) | > loss_disc_real_5: 0.1466260552406311 (0.22755967639386654) | > loss_0: 2.0738372802734375 (2.280852884054184) | > loss_gen: 2.311018705368042 (2.459713637828827) | > loss_kl: 3.331792116165161 (2.6615773141384125) | > loss_feat: 7.954936981201172 (6.921055018901825) | > loss_mel: 18.636255264282227 (18.026545763015747) | > loss_duration: 2.252674102783203 (2.3599730730056763) | > loss_1: 34.48667907714844 (32.42886543273926)  --> STEP: 9 | > loss_disc: 2.59090256690979 (2.315302848815918) | > loss_disc_real_0: 0.0786842480301857 (0.09443681687116623) | > loss_disc_real_1: 0.2234337031841278 (0.22580855588118234) | > loss_disc_real_2: 0.13249248266220093 (0.19391676286856332) | > loss_disc_real_3: 0.17031975090503693 (0.24015883439117008) | > loss_disc_real_4: 0.24043512344360352 (0.21675564679834577) | > loss_disc_real_5: 0.253446489572525 (0.23043598896927303) | > loss_0: 2.59090256690979 (2.315302848815918) | > loss_gen: 2.28367280960083 (2.440153545803494) | > loss_kl: 2.6405603885650635 (2.659242100185818) | > loss_feat: 12.231608390808105 (7.5111165046691895) | > loss_mel: 18.69880485534668 (18.101241217719185) | > loss_duration: 2.1734580993652344 (2.339249187045627) | > loss_1: 38.02810287475586 (33.05100292629666)  --> STEP: 10 | > loss_disc: 2.1418204307556152 (2.2979546070098875) | > loss_disc_real_0: 0.09189507365226746 (0.09418264254927636) | > loss_disc_real_1: 0.22243498265743256 (0.22547119855880737) | > loss_disc_real_2: 0.17997656762599945 (0.19252274334430694) | > loss_disc_real_3: 0.2057660073041916 (0.23671955168247222) | > loss_disc_real_4: 0.23844151198863983 (0.21892423331737518) | > loss_disc_real_5: 0.25765174627304077 (0.23315756469964982) | > loss_0: 2.1418204307556152 (2.2979546070098875) | > loss_gen: 2.673524856567383 (2.463490676879883) | > loss_kl: 2.9222116470336914 (2.6855390548706053) | > loss_feat: 6.443180561065674 (7.404322910308838) | > loss_mel: 19.105520248413086 (18.201669120788573) | > loss_duration: 2.359555244445801 (2.3412797927856444) | > loss_1: 33.50399398803711 (33.0963020324707)  --> STEP: 11 | > loss_disc: 2.092268943786621 (2.279255910353227) | > loss_disc_real_0: 0.07505568861961365 (0.09244382855567065) | > loss_disc_real_1: 0.20241938531398773 (0.22337557917291467) | > loss_disc_real_2: 0.18118414282798767 (0.191491961479187) | > loss_disc_real_3: 0.22044958174228668 (0.23524046350609173) | > loss_disc_real_4: 0.1829439103603363 (0.2156532948667353) | > loss_disc_real_5: 0.21451392769813538 (0.23146268860860306) | > loss_0: 2.092268943786621 (2.279255910353227) | > loss_gen: 2.5035459995269775 (2.4671320698478003) | > loss_kl: 3.0466842651367188 (2.7183704376220703) | > loss_feat: 8.585156440734863 (7.51167141307484) | > loss_mel: 19.64100456237793 (18.3325177972967) | > loss_duration: 2.45241641998291 (2.3513831225308506) | > loss_1: 36.22880935668945 (33.3810754255815)  --> STEP: 12 | > loss_disc: 2.33707594871521 (2.2840742468833923) | > loss_disc_real_0: 0.06482280790805817 (0.09014207683503628) | > loss_disc_real_1: 0.33458656072616577 (0.23264316096901894) | > loss_disc_real_2: 0.2319488674402237 (0.1948633703092734) | > loss_disc_real_3: 0.234667107462883 (0.23519268383582434) | > loss_disc_real_4: 0.18462245166301727 (0.21306739126642546) | > loss_disc_real_5: 0.2512732446193695 (0.23311356827616692) | > loss_0: 2.33707594871521 (2.2840742468833923) | > loss_gen: 2.6116631031036377 (2.47917632261912) | > loss_kl: 2.4422168731689453 (2.69535764058431) | > loss_feat: 6.49577522277832 (7.427013397216797) | > loss_mel: 17.047155380249023 (18.225404262542728) | > loss_duration: 2.265080451965332 (2.344191233317057) | > loss_1: 30.861892700195312 (33.171143531799316)  --> STEP: 13 | > loss_disc: 2.113631010055542 (2.2709632286658654) | > loss_disc_real_0: 0.14300468564033508 (0.0942084313585208) | > loss_disc_real_1: 0.2094554901123047 (0.2308594939800409) | > loss_disc_real_2: 0.20929275453090668 (0.19597332294170672) | > loss_disc_real_3: 0.20160481333732605 (0.232609001489786) | > loss_disc_real_4: 0.20280104875564575 (0.2122776726117501) | > loss_disc_real_5: 0.180119588971138 (0.22903710832962623) | > loss_0: 2.113631010055542 (2.2709632286658654) | > loss_gen: 2.721237897872925 (2.49779644379249) | > loss_kl: 2.9438974857330322 (2.714476090211135) | > loss_feat: 7.255430698394775 (7.413814728076641) | > loss_mel: 16.039730072021484 (18.05727547865648) | > loss_duration: 2.197561740875244 (2.332912041590764) | > loss_1: 31.15785789489746 (33.01627540588379)  --> STEP: 14 | > loss_disc: 2.1640777587890625 (2.2633285522460938) | > loss_disc_real_0: 0.08529356122016907 (0.09357165492006711) | > loss_disc_real_1: 0.1789785772562027 (0.22715371421405248) | > loss_disc_real_2: 0.1312347948551178 (0.19134914236409323) | > loss_disc_real_3: 0.22675873339176178 (0.23219112519707) | > loss_disc_real_4: 0.2334914207458496 (0.21379294033561433) | > loss_disc_real_5: 0.26112619042396545 (0.23132918562207902) | > loss_0: 2.1640777587890625 (2.2633285522460938) | > loss_gen: 2.4025468826293945 (2.4909929037094116) | > loss_kl: 3.1466803550720215 (2.7453478234154836) | > loss_feat: 6.924294948577881 (7.378849029541016) | > loss_mel: 19.466384887695312 (18.15792615073068) | > loss_duration: 2.4206366539001465 (2.3391780853271484) | > loss_1: 34.36054229736328 (33.112294469560894)  --> STEP: 15 | > loss_disc: 2.2883670330047607 (2.2649977842966718) | > loss_disc_real_0: 0.18535494804382324 (0.09969054112831752) | > loss_disc_real_1: 0.2247801125049591 (0.22699547410011292) | > loss_disc_real_2: 0.19605201482772827 (0.19166266719500225) | > loss_disc_real_3: 0.21070794761180878 (0.23075891335805257) | > loss_disc_real_4: 0.21353313326835632 (0.2137756198644638) | > loss_disc_real_5: 0.2381654530763626 (0.23178493678569795) | > loss_0: 2.2883670330047607 (2.2649977842966718) | > loss_gen: 2.4746811389923096 (2.4899054527282716) | > loss_kl: 2.958456039428711 (2.7595550378163654) | > loss_feat: 6.8366289138793945 (7.342701021830241) | > loss_mel: 18.295085906982422 (18.1670701344808) | > loss_duration: 2.339597225189209 (2.339206027984619) | > loss_1: 32.904449462890625 (33.09843813578288)  --> STEP: 16 | > loss_disc: 2.330225944519043 (2.2690745443105698) | > loss_disc_real_0: 0.08022769540548325 (0.09847411327064037) | > loss_disc_real_1: 0.2783215045928955 (0.23020335100591183) | > loss_disc_real_2: 0.206976518034935 (0.19261978287249804) | > loss_disc_real_3: 0.2903061807155609 (0.23448061756789684) | > loss_disc_real_4: 0.19409455358982086 (0.21254555322229862) | > loss_disc_real_5: 0.259931743144989 (0.23354411218315363) | > loss_0: 2.330225944519043 (2.2690745443105698) | > loss_gen: 2.5390682220458984 (2.492978125810623) | > loss_kl: 2.4424312114715576 (2.739734798669815) | > loss_feat: 9.755769729614258 (7.493517816066742) | > loss_mel: 17.879833221435547 (18.14911782741547) | > loss_duration: 2.339679718017578 (2.339235633611679) | > loss_1: 34.956783294677734 (33.214584708213806)  --> STEP: 17 | > loss_disc: 2.4869534969329834 (2.2818909532883587) | > loss_disc_real_0: 0.1857958883047104 (0.1036106882726445) | > loss_disc_real_1: 0.26144254207611084 (0.23204095048062942) | > loss_disc_real_2: 0.23958651721477509 (0.1953825319514555) | > loss_disc_real_3: 0.22712929546833038 (0.23404818685615764) | > loss_disc_real_4: 0.2882288992404938 (0.2169975147527807) | > loss_disc_real_5: 0.2765049636363983 (0.23607122109216802) | > loss_0: 2.4869534969329834 (2.2818909532883587) | > loss_gen: 2.4649605751037598 (2.4913300345925724) | > loss_kl: 2.4459455013275146 (2.7224530752967384) | > loss_feat: 5.43149471282959 (7.372222339405733) | > loss_mel: 17.016870498657227 (18.08251504337087) | > loss_duration: 2.395430564880371 (2.342541217803955) | > loss_1: 29.75469970703125 (33.01106206108542)  --> STEP: 18 | > loss_disc: 2.1137032508850098 (2.2725471920437283) | > loss_disc_real_0: 0.03204270452260971 (0.09963468917542034) | > loss_disc_real_1: 0.21032017469406128 (0.23083424071470895) | > loss_disc_real_2: 0.1245080754160881 (0.19144506214393509) | > loss_disc_real_3: 0.13891170918941498 (0.22876282698578304) | > loss_disc_real_4: 0.11418061703443527 (0.21128546487953928) | > loss_disc_real_5: 0.14887341856956482 (0.23122689872980118) | > loss_0: 2.1137032508850098 (2.2725471920437283) | > loss_gen: 2.076129198074341 (2.4682633214526706) | > loss_kl: 2.4244601726531982 (2.705897914038764) | > loss_feat: 11.275792121887207 (7.58908732732137) | > loss_mel: 18.765151977539062 (18.12043931749132) | > loss_duration: 2.2864623069763184 (2.339425722757975) | > loss_1: 36.82799530029297 (33.22311390770806)  --> STEP: 19 | > loss_disc: 2.3471546173095703 (2.2764738986366675) | > loss_disc_real_0: 0.09650350362062454 (0.09946988993569424) | > loss_disc_real_1: 0.270169198513031 (0.23290450165146276) | > loss_disc_real_2: 0.14997360110282898 (0.1892623536680874) | > loss_disc_real_3: 0.22844316065311432 (0.2287460024419584) | > loss_disc_real_4: 0.19858917593955994 (0.21061723914585614) | > loss_disc_real_5: 0.19688260555267334 (0.2294193043520576) | > loss_0: 2.3471546173095703 (2.2764738986366675) | > loss_gen: 2.2224907875061035 (2.455327924929167) | > loss_kl: 2.283663511276245 (2.6836750507354736) | > loss_feat: 7.014585494995117 (7.558850388777883) | > loss_mel: 17.527143478393555 (18.089213220696703) | > loss_duration: 2.324101686477661 (2.3386191945326957) | > loss_1: 31.371986389160156 (33.125686143573965)  --> STEP: 20 | > loss_disc: 2.4629135131835938 (2.285795879364014) | > loss_disc_real_0: 0.09147107601165771 (0.0990699492394924) | > loss_disc_real_1: 0.17517688870429993 (0.23001812100410463) | > loss_disc_real_2: 0.18202756345272064 (0.18890061415731907) | > loss_disc_real_3: 0.24787268042564392 (0.22970233634114265) | > loss_disc_real_4: 0.27729740738868713 (0.21395124755799771) | > loss_disc_real_5: 0.3365173935890198 (0.2347742088139057) | > loss_0: 2.4629135131835938 (2.285795879364014) | > loss_gen: 2.236680030822754 (2.4443955302238463) | > loss_kl: 2.6795384883880615 (2.683468222618103) | > loss_feat: 5.935357570648193 (7.477675747871399) | > loss_mel: 17.730466842651367 (18.071275901794436) | > loss_duration: 2.3560967445373535 (2.3394930720329286) | > loss_1: 30.938138961791992 (33.01630878448487)  --> STEP: 21 | > loss_disc: 2.2526538372039795 (2.2842176868802024) | > loss_disc_real_0: 0.11995967477560043 (0.10006469807454518) | > loss_disc_real_1: 0.25377151370048523 (0.2311492349420275) | > loss_disc_real_2: 0.2717784643173218 (0.19284717845065252) | > loss_disc_real_3: 0.2331514209508896 (0.2298665784654163) | > loss_disc_real_4: 0.18456116318702698 (0.2125517197308086) | > loss_disc_real_5: 0.22636552155017853 (0.23437379513468062) | > loss_0: 2.2526538372039795 (2.2842176868802024) | > loss_gen: 2.5863754749298096 (2.4511564799717496) | > loss_kl: 2.0027732849121094 (2.651054177965437) | > loss_feat: 5.5983357429504395 (7.388183366684687) | > loss_mel: 15.066661834716797 (17.928199041457408) | > loss_duration: 2.179995536804199 (2.331897951307751) | > loss_1: 27.43414306640625 (32.75049136933827)  --> STEP: 22 | > loss_disc: 2.1593191623687744 (2.2785404812205923) | > loss_disc_real_0: 0.12970733642578125 (0.10141209072687409) | > loss_disc_real_1: 0.2407534122467041 (0.23158578845587643) | > loss_disc_real_2: 0.13973158597946167 (0.19043283333832567) | > loss_disc_real_3: 0.21383462846279144 (0.229137853465297) | > loss_disc_real_4: 0.18557070195674896 (0.21132530983198772) | > loss_disc_real_5: 0.18099579215049744 (0.23194752227176318) | > loss_0: 2.1593191623687744 (2.2785404812205923) | > loss_gen: 2.450180768966675 (2.4511121294715186) | > loss_kl: 1.913386344909668 (2.6175238219174477) | > loss_feat: 6.67567253112793 (7.355796510523016) | > loss_mel: 15.53158187866211 (17.819261897693988) | > loss_duration: 2.1553516387939453 (2.3238731189207598) | > loss_1: 28.726171493530273 (32.56756773861972)  --> STEP: 23 | > loss_disc: 2.3099253177642822 (2.2799050393311875) | > loss_disc_real_0: 0.0804227888584137 (0.10049951238476712) | > loss_disc_real_1: 0.26738250255584717 (0.2331421673297882) | > loss_disc_real_2: 0.20986482501029968 (0.19127770254145499) | > loss_disc_real_3: 0.29083335399627686 (0.23182026653186136) | > loss_disc_real_4: 0.20150695741176605 (0.210898424944152) | > loss_disc_real_5: 0.22822846472263336 (0.23178582411745322) | > loss_0: 2.3099253177642822 (2.2799050393311875) | > loss_gen: 2.4433841705322266 (2.4507761312567666) | > loss_kl: 2.2147772312164307 (2.600013100582621) | > loss_feat: 5.96112060546875 (7.295158427694569) | > loss_mel: 16.905427932739258 (17.779529986174218) | > loss_duration: 2.283815383911133 (2.3221314782681675) | > loss_1: 29.80852508544922 (32.44760936239492)  --> STEP: 24 | > loss_disc: 2.488165855407715 (2.288582573334376) | > loss_disc_real_0: 0.0961962565779686 (0.10032021005948384) | > loss_disc_real_1: 0.29180508852005005 (0.23558645571271578) | > loss_disc_real_2: 0.15313848853111267 (0.18968856862435737) | > loss_disc_real_3: 0.2439381629228592 (0.23232517888148627) | > loss_disc_real_4: 0.22631937265396118 (0.21154096443206072) | > loss_disc_real_5: 0.2463395893573761 (0.23239223100245) | > loss_0: 2.488165855407715 (2.288582573334376) | > loss_gen: 2.3801543712615967 (2.4478335579236346) | > loss_kl: 2.1552486419677734 (2.5814812481403355) | > loss_feat: 5.876877784729004 (7.236063400904338) | > loss_mel: 17.657209396362305 (17.774433294932056) | > loss_duration: 2.3996496200561523 (2.325361400842667) | > loss_1: 30.469139099121094 (32.36517310142518)  --> STEP: 25 | > loss_disc: 2.523749828338623 (2.297989263534546) | > loss_disc_real_0: 0.10686370730400085 (0.10058194994926453) | > loss_disc_real_1: 0.289730966091156 (0.2377522361278534) | > loss_disc_real_2: 0.25667110085487366 (0.19236786991357804) | > loss_disc_real_3: 0.22990116477012634 (0.23222821831703186) | > loss_disc_real_4: 0.23275671899318695 (0.21238959461450577) | > loss_disc_real_5: 0.32204505801200867 (0.23597834408283233) | > loss_0: 2.523749828338623 (2.297989263534546) | > loss_gen: 2.647609233856201 (2.4558245849609373) | > loss_kl: 2.38213849067688 (2.5735075378417975) | > loss_feat: 6.396609783172607 (7.202485256195068) | > loss_mel: 16.20404815673828 (17.711617889404305) | > loss_duration: 2.3442840576171875 (2.326118307113648) | > loss_1: 29.974689483642578 (32.269553756713876)  --> STEP: 26 | > loss_disc: 2.131390333175659 (2.2915816123668966) | > loss_disc_real_0: 0.10478979349136353 (0.10074379008549911) | > loss_disc_real_1: 0.2662496566772461 (0.2388482907643685) | > loss_disc_real_2: 0.1932065188884735 (0.19240012564338171) | > loss_disc_real_3: 0.2023039013147354 (0.23107728304771277) | > loss_disc_real_4: 0.16290096938610077 (0.2104861859518748) | > loss_disc_real_5: 0.2037760466337204 (0.23473979418094343) | > loss_0: 2.131390333175659 (2.2915816123668966) | > loss_gen: 2.6333909034729004 (2.4626540587498593) | > loss_kl: 2.4388012886047363 (2.568326528255757) | > loss_feat: 12.56886100769043 (7.408884323560274) | > loss_mel: 19.131603240966797 (17.766232710618247) | > loss_duration: 2.2987442016601562 (2.325065456903898) | > loss_1: 39.07140350341797 (32.53116336235634) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024982140614436222 (+5.058141855093139e-05) | > avg_loss_disc: 2.2915816123668966 (-0.12711607492887067) | > avg_loss_disc_real_0: 0.10074379008549911 (-0.03945187049416396) | > avg_loss_disc_real_1: 0.2388482907643685 (+0.09260091773019388) | > avg_loss_disc_real_2: 0.19240012564338171 (-0.041131153989296676) | > avg_loss_disc_real_3: 0.23107728304771277 (-0.04657890991522709) | > avg_loss_disc_real_4: 0.2104861859518748 (-0.03478316819438562) | > avg_loss_disc_real_5: 0.23473979418094343 (-0.03476439187159902) | > avg_loss_0: 2.2915816123668966 (-0.12711607492887067) | > avg_loss_gen: 2.4626540587498593 (+0.04938332851116556) | > avg_loss_kl: 2.568326528255757 (-0.02402273508218533) | > avg_loss_feat: 7.408884323560274 (+0.33091702828040415) | > avg_loss_mel: 17.766232710618247 (-0.5254626640906608) | > avg_loss_duration: 2.325065456903898 (+0.00593754878410957) | > avg_loss_1: 32.53116336235634 (-0.16324666830209367)  > EPOCH: 440/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:26:56)   --> TIME: 2024-06-11 10:27:05 -- STEP: 24/330 -- GLOBAL_STEP: 233225 | > loss_disc: 2.3777830600738525 (2.3416155676047006) | > loss_disc_real_0: 0.0642041265964508 (0.10665927547961473) | > loss_disc_real_1: 0.21281114220619202 (0.19762539118528366) | > loss_disc_real_2: 0.21325519680976868 (0.2130470952639977) | > loss_disc_real_3: 0.23554953932762146 (0.2263338683793942) | > loss_disc_real_4: 0.22368304431438446 (0.229488472143809) | > loss_disc_real_5: 0.21541434526443481 (0.22181976400315762) | > loss_0: 2.3777830600738525 (2.3416155676047006) | > grad_norm_0: tensor(14.4231, device='cuda:0') (tensor(11.4464, device='cuda:0')) | > loss_gen: 2.5544421672821045 (2.5145946443080907) | > loss_kl: 2.1759626865386963 (1.914751837650935) | > loss_feat: 7.758686542510986 (7.017142156759898) | > loss_mel: 18.081632614135742 (18.103024403254192) | > loss_duration: 2.000887393951416 (2.088213910659155) | > loss_1: 32.57160949707031 (31.6377268632253) | > grad_norm_1: tensor(203.8920, device='cuda:0') (tensor(182.8210, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3523 (0.352603942155838) | > loader_time: 0.0031 (0.003178666035334269)  --> TIME: 2024-06-11 10:27:15 -- STEP: 49/330 -- GLOBAL_STEP: 233250 | > loss_disc: 2.3673157691955566 (2.341114136637474) | > loss_disc_real_0: 0.10597474128007889 (0.1114586537741885) | > loss_disc_real_1: 0.20661033689975739 (0.1981197431379435) | > loss_disc_real_2: 0.2007330358028412 (0.21232334022619287) | > loss_disc_real_3: 0.23241940140724182 (0.22811446688613113) | > loss_disc_real_4: 0.22098436951637268 (0.22747622825661484) | > loss_disc_real_5: 0.22492629289627075 (0.22016314553971195) | > loss_0: 2.3673157691955566 (2.341114136637474) | > grad_norm_0: tensor(53.2740, device='cuda:0') (tensor(13.2231, device='cuda:0')) | > loss_gen: 2.493163585662842 (2.507551893895986) | > loss_kl: 2.0977401733398438 (1.9008628324586518) | > loss_feat: 6.938857555389404 (7.034283900747494) | > loss_mel: 17.98871612548828 (18.041913324472855) | > loss_duration: 1.9572412967681885 (2.0427284167737376) | > loss_1: 31.475719451904297 (31.527340324557557) | > grad_norm_1: tensor(292.6696, device='cuda:0') (tensor(172.9231, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3817 (0.36055495301071483) | > loader_time: 0.0041 (0.0033311308646688654)  --> TIME: 2024-06-11 10:27:24 -- STEP: 74/330 -- GLOBAL_STEP: 233275 | > loss_disc: 2.335179328918457 (2.345460743517489) | > loss_disc_real_0: 0.11920463293790817 (0.11253345269407775) | > loss_disc_real_1: 0.1996781975030899 (0.19956621809585676) | > loss_disc_real_2: 0.20922882854938507 (0.2144690925205076) | > loss_disc_real_3: 0.2180720418691635 (0.22680263503177747) | > loss_disc_real_4: 0.2113800197839737 (0.2271973436345925) | > loss_disc_real_5: 0.20210613310337067 (0.2185833075562039) | > loss_0: 2.335179328918457 (2.345460743517489) | > grad_norm_0: tensor(29.6147, device='cuda:0') (tensor(14.7804, device='cuda:0')) | > loss_gen: 2.6809701919555664 (2.5020777889200154) | > loss_kl: 1.9046865701675415 (1.9056935729207218) | > loss_feat: 7.608556270599365 (7.063458655331586) | > loss_mel: 18.451204299926758 (18.102265254871266) | > loss_duration: 1.9446706771850586 (2.025677208964889) | > loss_1: 32.590087890625 (31.599172437513197) | > grad_norm_1: tensor(373.1394, device='cuda:0') (tensor(189.2561, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.372 (0.36400538844031266) | > loader_time: 0.004 (0.003475041002840609)  --> TIME: 2024-06-11 10:27:34 -- STEP: 99/330 -- GLOBAL_STEP: 233300 | > loss_disc: 2.292670965194702 (2.3396132257249613) | > loss_disc_real_0: 0.12916094064712524 (0.11259929749249208) | > loss_disc_real_1: 0.2081899493932724 (0.19880359792950178) | > loss_disc_real_2: 0.20561470091342926 (0.21312533936115227) | > loss_disc_real_3: 0.22770145535469055 (0.22664602793226338) | > loss_disc_real_4: 0.234002947807312 (0.2286512047955484) | > loss_disc_real_5: 0.22507791221141815 (0.21787094106577864) | > loss_0: 2.292670965194702 (2.3396132257249613) | > grad_norm_0: tensor(10.5482, device='cuda:0') (tensor(17.0924, device='cuda:0')) | > loss_gen: 2.6782007217407227 (2.518392177543254) | > loss_kl: 1.7680575847625732 (1.9235985628282182) | > loss_feat: 7.508036136627197 (7.124903659627895) | > loss_mel: 18.04936981201172 (18.109730556757757) | > loss_duration: 2.0210070610046387 (2.0236711405744456) | > loss_1: 32.0246696472168 (31.700296074453025) | > grad_norm_1: tensor(249.9060, device='cuda:0') (tensor(223.6005, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3872 (0.36860399776034886) | > loader_time: 0.0044 (0.003640158007843326)  --> TIME: 2024-06-11 10:27:44 -- STEP: 124/330 -- GLOBAL_STEP: 233325 | > loss_disc: 2.357150077819824 (2.3332615321682346) | > loss_disc_real_0: 0.09271528571844101 (0.11213799406804385) | > loss_disc_real_1: 0.20761868357658386 (0.19813974826566635) | > loss_disc_real_2: 0.1764151006937027 (0.21166174017613934) | > loss_disc_real_3: 0.21117082238197327 (0.22674955968414584) | > loss_disc_real_4: 0.2150934934616089 (0.22780904257970472) | > loss_disc_real_5: 0.20660808682441711 (0.2179563082754612) | > loss_0: 2.357150077819824 (2.3332615321682346) | > grad_norm_0: tensor(10.7649, device='cuda:0') (tensor(18.5855, device='cuda:0')) | > loss_gen: 2.521803379058838 (2.5292173547129466) | > loss_kl: 2.0553641319274902 (1.9232663358411481) | > loss_feat: 7.112298011779785 (7.167194001136288) | > loss_mel: 18.9700984954834 (18.122182123122677) | > loss_duration: 2.0332589149475098 (2.0251973752052557) | > loss_1: 32.69282150268555 (31.767057157331898) | > grad_norm_1: tensor(82.7632, device='cuda:0') (tensor(231.6489, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3799 (0.37095483656852474) | > loader_time: 0.0038 (0.003741237425035046)  --> TIME: 2024-06-11 10:27:53 -- STEP: 149/330 -- GLOBAL_STEP: 233350 | > loss_disc: 2.275949001312256 (2.3410411617099838) | > loss_disc_real_0: 0.06676895916461945 (0.1119900013026375) | > loss_disc_real_1: 0.16200391948223114 (0.19809192629068492) | > loss_disc_real_2: 0.2492142915725708 (0.21359832074818194) | > loss_disc_real_3: 0.20319004356861115 (0.22713986309182724) | > loss_disc_real_4: 0.26417821645736694 (0.22741575729126898) | > loss_disc_real_5: 0.195003941655159 (0.21909750007943019) | > loss_0: 2.275949001312256 (2.3410411617099838) | > grad_norm_0: tensor(19.2440, device='cuda:0') (tensor(20.9359, device='cuda:0')) | > loss_gen: 2.6867122650146484 (2.532461430402409) | > loss_kl: 1.9492172002792358 (1.9283433152525218) | > loss_feat: 7.2256178855896 (7.16416529841071) | > loss_mel: 19.155731201171875 (18.12485829295728) | > loss_duration: 2.0501151084899902 (2.027509050881303) | > loss_1: 33.0673942565918 (31.777337336700235) | > grad_norm_1: tensor(257.2671, device='cuda:0') (tensor(251.1786, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3671 (0.37148284272059495) | > loader_time: 0.0047 (0.003810732156638331)  --> TIME: 2024-06-11 10:28:03 -- STEP: 174/330 -- GLOBAL_STEP: 233375 | > loss_disc: 2.424758195877075 (2.3435585841365247) | > loss_disc_real_0: 0.06637902557849884 (0.11276877759260008) | > loss_disc_real_1: 0.16193531453609467 (0.1976856602163151) | > loss_disc_real_2: 0.20787008106708527 (0.21341455539410142) | > loss_disc_real_3: 0.23913684487342834 (0.2274887669703056) | > loss_disc_real_4: 0.2444831281900406 (0.22867555376784554) | > loss_disc_real_5: 0.20543842017650604 (0.21924628814061484) | > loss_0: 2.424758195877075 (2.3435585841365247) | > grad_norm_0: tensor(41.3307, device='cuda:0') (tensor(23.2616, device='cuda:0')) | > loss_gen: 2.348726272583008 (2.529973108192969) | > loss_kl: 1.883553147315979 (1.9311253620290207) | > loss_feat: 6.891461372375488 (7.147442351812604) | > loss_mel: 18.137197494506836 (18.086124047465702) | > loss_duration: 2.122581720352173 (2.032404954406036) | > loss_1: 31.383520126342773 (31.727069788965686) | > grad_norm_1: tensor(287.8410, device='cuda:0') (tensor(264.6339, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3895 (0.37471867292776867) | > loader_time: 0.004 (0.003897909460396602)  --> TIME: 2024-06-11 10:28:13 -- STEP: 199/330 -- GLOBAL_STEP: 233400 | > loss_disc: 2.2799394130706787 (2.3426203679798854) | > loss_disc_real_0: 0.09518851339817047 (0.11400198829758107) | > loss_disc_real_1: 0.22835183143615723 (0.19785500418900248) | > loss_disc_real_2: 0.20849087834358215 (0.21254518875225106) | > loss_disc_real_3: 0.23551306128501892 (0.22704098811700715) | > loss_disc_real_4: 0.21024402976036072 (0.2284609583304755) | > loss_disc_real_5: 0.1800929605960846 (0.21920966525473187) | > loss_0: 2.2799394130706787 (2.3426203679798854) | > grad_norm_0: tensor(5.2397, device='cuda:0') (tensor(25.3821, device='cuda:0')) | > loss_gen: 2.618534803390503 (2.5285363880234124) | > loss_kl: 1.8970458507537842 (1.9301075599900441) | > loss_feat: 7.172860622406006 (7.1456610425632805) | > loss_mel: 18.019102096557617 (18.0416555548433) | > loss_duration: 2.149501323699951 (2.0400013228756695) | > loss_1: 31.857044219970703 (31.685961823966636) | > grad_norm_1: tensor(113.9464, device='cuda:0') (tensor(268.6549, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.3945 (0.3766716724664122) | > loader_time: 0.0046 (0.004002629812039319)  --> TIME: 2024-06-11 10:28:24 -- STEP: 224/330 -- GLOBAL_STEP: 233425 | > loss_disc: 2.1800551414489746 (2.342152645545348) | > loss_disc_real_0: 0.1024785190820694 (0.11467824744925435) | > loss_disc_real_1: 0.19609799981117249 (0.19778960936569745) | > loss_disc_real_2: 0.1624763011932373 (0.21186117182618805) | > loss_disc_real_3: 0.20770159363746643 (0.227138345262834) | > loss_disc_real_4: 0.21551908552646637 (0.22828239521809987) | > loss_disc_real_5: 0.2005620151758194 (0.21937629720196128) | > loss_0: 2.1800551414489746 (2.342152645545348) | > grad_norm_0: tensor(16.8135, device='cuda:0') (tensor(25.4168, device='cuda:0')) | > loss_gen: 2.600738763809204 (2.5232621292982764) | > loss_kl: 1.8277021646499634 (1.9273813962936401) | > loss_feat: 7.934417724609375 (7.141175663896969) | > loss_mel: 17.951345443725586 (17.994183020932322) | > loss_duration: 2.1489734649658203 (2.0468586193663723) | > loss_1: 32.46318054199219 (31.632860813822067) | > grad_norm_1: tensor(410.4412, device='cuda:0') (tensor(270.7921, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.4063 (0.37964132641042975) | > loader_time: 0.0055 (0.004140598433358327)  --> TIME: 2024-06-11 10:28:34 -- STEP: 249/330 -- GLOBAL_STEP: 233450 | > loss_disc: 2.4927425384521484 (2.3482759228671903) | > loss_disc_real_0: 0.10671401768922806 (0.11482600767509525) | > loss_disc_real_1: 0.22488252818584442 (0.1982156718710819) | > loss_disc_real_2: 0.23081012070178986 (0.2127373625475719) | > loss_disc_real_3: 0.25101378560066223 (0.22778671124134678) | > loss_disc_real_4: 0.246322900056839 (0.22880900959413214) | > loss_disc_real_5: 0.24882031977176666 (0.21973191967690325) | > loss_0: 2.4927425384521484 (2.3482759228671903) | > grad_norm_0: tensor(42.8594, device='cuda:0') (tensor(26.1941, device='cuda:0')) | > loss_gen: 2.4168860912323 (2.5184284989613586) | > loss_kl: 1.9338138103485107 (1.9312553941964146) | > loss_feat: 6.051494598388672 (7.1364702125151) | > loss_mel: 16.7894229888916 (17.967009762683535) | > loss_duration: 2.137263774871826 (2.0550812382295907) | > loss_1: 29.328880310058594 (31.60824506828584) | > grad_norm_1: tensor(255.9415, device='cuda:0') (tensor(280.6459, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.4284 (0.3839072214072966) | > loader_time: 0.0056 (0.004287412367671369)  --> TIME: 2024-06-11 10:28:46 -- STEP: 274/330 -- GLOBAL_STEP: 233475 | > loss_disc: 2.514549732208252 (2.349511064752176) | > loss_disc_real_0: 0.22095301747322083 (0.11594564770858218) | > loss_disc_real_1: 0.20202180743217468 (0.19865125678751594) | > loss_disc_real_2: 0.23069952428340912 (0.21291477374569343) | > loss_disc_real_3: 0.2653174102306366 (0.22751335598473998) | > loss_disc_real_4: 0.21733444929122925 (0.22827376523157106) | > loss_disc_real_5: 0.24688705801963806 (0.21960415990248214) | > loss_0: 2.514549732208252 (2.349511064752176) | > grad_norm_0: tensor(104.6363, device='cuda:0') (tensor(28.4527, device='cuda:0')) | > loss_gen: 2.461414337158203 (2.521117667212102) | > loss_kl: 2.008355140686035 (1.9391581503144146) | > loss_feat: 7.526386260986328 (7.145590898764395) | > loss_mel: 16.898723602294922 (17.929700823595915) | > loss_duration: 2.149385452270508 (2.063313860962861) | > loss_1: 31.04426383972168 (31.598881352556884) | > grad_norm_1: tensor(569.2051, device='cuda:0') (tensor(295.0016, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.4342 (0.38869980913009083) | > loader_time: 0.0058 (0.004445624177473305)  --> TIME: 2024-06-11 10:28:57 -- STEP: 299/330 -- GLOBAL_STEP: 233500 | > loss_disc: 2.4551033973693848 (2.34898809126787) | > loss_disc_real_0: 0.07848978042602539 (0.11500659344537202) | > loss_disc_real_1: 0.1870693415403366 (0.19919455544805048) | > loss_disc_real_2: 0.21014520525932312 (0.21303543498284833) | > loss_disc_real_3: 0.22252826392650604 (0.22741405152556887) | > loss_disc_real_4: 0.24473676085472107 (0.22818896388728482) | > loss_disc_real_5: 0.22259098291397095 (0.2200754915790813) | > loss_0: 2.4551033973693848 (2.34898809126787) | > grad_norm_0: tensor(27.9591, device='cuda:0') (tensor(28.9052, device='cuda:0')) | > loss_gen: 2.5135974884033203 (2.5268805784525266) | > loss_kl: 1.9280568361282349 (1.9469420539096844) | > loss_feat: 6.515361785888672 (7.165258251305006) | > loss_mel: 17.41525650024414 (17.86779810672618) | > loss_duration: 2.2284440994262695 (2.073338416109118) | > loss_1: 30.60071563720703 (31.580217355071103) | > grad_norm_1: tensor(543.1382, device='cuda:0') (tensor(301.7055, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.4619 (0.39404083015926705) | > loader_time: 0.0064 (0.004607590544582609) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_233500.pth  --> TIME: 2024-06-11 10:29:16 -- STEP: 324/330 -- GLOBAL_STEP: 233525 | > loss_disc: 2.4289188385009766 (2.357237472210403) | > loss_disc_real_0: 0.13657695055007935 (0.11832395491454704) | > loss_disc_real_1: 0.19246044754981995 (0.19973999643583357) | > loss_disc_real_2: 0.21140089631080627 (0.21330731490879873) | > loss_disc_real_3: 0.18939565122127533 (0.22798631137903827) | > loss_disc_real_4: 0.19543686509132385 (0.2284682544845122) | > loss_disc_real_5: 0.1711827963590622 (0.22066242781318265) | > loss_0: 2.4289188385009766 (2.357237472210403) | > grad_norm_0: tensor(12.0624, device='cuda:0') (tensor(31.9483, device='cuda:0')) | > loss_gen: 2.3817548751831055 (2.523072707800216) | > loss_kl: 2.0730361938476562 (1.9547018423492526) | > loss_feat: 8.920557975769043 (7.202611804008481) | > loss_mel: 18.050722122192383 (17.829373739383826) | > loss_duration: 2.2705891132354736 (2.0874224091753546) | > loss_1: 33.696659088134766 (31.597182444584224) | > grad_norm_1: tensor(83.3561, device='cuda:0') (tensor(312.3725, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.6582 (0.4061094478324608) | > loader_time: 0.0092 (0.004869378643271362)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5224223136901855 (2.5224223136901855) | > loss_disc_real_0: 0.15128886699676514 (0.15128886699676514) | > loss_disc_real_1: 0.2902519404888153 (0.2902519404888153) | > loss_disc_real_2: 0.2465980499982834 (0.2465980499982834) | > loss_disc_real_3: 0.2351241111755371 (0.2351241111755371) | > loss_disc_real_4: 0.2990036904811859 (0.2990036904811859) | > loss_disc_real_5: 0.27386772632598877 (0.27386772632598877) | > loss_0: 2.5224223136901855 (2.5224223136901855) | > loss_gen: 2.542311906814575 (2.542311906814575) | > loss_kl: 2.3131492137908936 (2.3131492137908936) | > loss_feat: 5.65069580078125 (5.65069580078125) | > loss_mel: 16.163278579711914 (16.163278579711914) | > loss_duration: 2.9161219596862793 (2.9161219596862793) | > loss_1: 29.585559844970703 (29.585559844970703)  --> STEP: 1 | > loss_disc: 2.3470356464385986 (2.3470356464385986) | > loss_disc_real_0: 0.09649965167045593 (0.09649965167045593) | > loss_disc_real_1: 0.16685624420642853 (0.16685624420642853) | > loss_disc_real_2: 0.15703167021274567 (0.15703167021274567) | > loss_disc_real_3: 0.24331115186214447 (0.24331115186214447) | > loss_disc_real_4: 0.28211498260498047 (0.28211498260498047) | > loss_disc_real_5: 0.26812782883644104 (0.26812782883644104) | > loss_0: 2.3470356464385986 (2.3470356464385986) | > loss_gen: 2.4034998416900635 (2.4034998416900635) | > loss_kl: 2.675851821899414 (2.675851821899414) | > loss_feat: 6.342260360717773 (6.342260360717773) | > loss_mel: 19.1534366607666 (19.1534366607666) | > loss_duration: 2.464444398880005 (2.464444398880005) | > loss_1: 33.039493560791016 (33.039493560791016)  --> STEP: 2 | > loss_disc: 2.2118892669677734 (2.279462456703186) | > loss_disc_real_0: 0.03283229097723961 (0.06466597132384777) | > loss_disc_real_1: 0.24775154888629913 (0.20730389654636383) | > loss_disc_real_2: 0.2369312345981598 (0.19698145240545273) | > loss_disc_real_3: 0.2023666501045227 (0.2228389009833336) | > loss_disc_real_4: 0.22477734088897705 (0.25344616174697876) | > loss_disc_real_5: 0.2116980403661728 (0.23991293460130692) | > loss_0: 2.2118892669677734 (2.279462456703186) | > loss_gen: 2.349905490875244 (2.376702666282654) | > loss_kl: 3.040414571762085 (2.8581331968307495) | > loss_feat: 5.837374687194824 (6.089817523956299) | > loss_mel: 17.43564796447754 (18.29454231262207) | > loss_duration: 2.53024959564209 (2.4973469972610474) | > loss_1: 31.193592071533203 (32.11654281616211)  --> STEP: 3 | > loss_disc: 2.2444136142730713 (2.267779509226481) | > loss_disc_real_0: 0.06968049705028534 (0.06633747989932696) | > loss_disc_real_1: 0.19185979664325714 (0.20215586324532828) | > loss_disc_real_2: 0.1357891708612442 (0.1765840252240499) | > loss_disc_real_3: 0.18512149155139923 (0.2102664311726888) | > loss_disc_real_4: 0.23090574145317078 (0.24593268831570944) | > loss_disc_real_5: 0.2324967086315155 (0.23744085927804312) | > loss_0: 2.2444136142730713 (2.267779509226481) | > loss_gen: 2.1561880111694336 (2.3031977812449136) | > loss_kl: 2.7771966457366943 (2.8311543464660645) | > loss_feat: 7.275864124298096 (6.4851663907368975) | > loss_mel: 17.477651596069336 (18.022245407104492) | > loss_duration: 2.374744415283203 (2.456479469935099) | > loss_1: 32.0616455078125 (32.098243713378906)  --> STEP: 4 | > loss_disc: 2.399866819381714 (2.3008013367652893) | > loss_disc_real_0: 0.13042423129081726 (0.08235916774719954) | > loss_disc_real_1: 0.2586052119731903 (0.21626820042729378) | > loss_disc_real_2: 0.21523970365524292 (0.18624794483184814) | > loss_disc_real_3: 0.23740115761756897 (0.21705011278390884) | > loss_disc_real_4: 0.23599454760551453 (0.2434481531381607) | > loss_disc_real_5: 0.2540183663368225 (0.24158523604273796) | > loss_0: 2.399866819381714 (2.3008013367652893) | > loss_gen: 2.421266555786133 (2.3327149748802185) | > loss_kl: 3.5035951137542725 (2.9992645382881165) | > loss_feat: 5.183348655700684 (6.159711956977844) | > loss_mel: 17.611125946044922 (17.9194655418396) | > loss_duration: 2.3086512088775635 (2.4195224046707153) | > loss_1: 31.027986526489258 (31.830679416656494)  --> STEP: 5 | > loss_disc: 2.545046091079712 (2.3496502876281737) | > loss_disc_real_0: 0.22223903238773346 (0.11033514067530632) | > loss_disc_real_1: 0.22342409193515778 (0.21769937872886658) | > loss_disc_real_2: 0.17322993278503418 (0.18364434242248534) | > loss_disc_real_3: 0.27112245559692383 (0.22786458134651183) | > loss_disc_real_4: 0.32100751996040344 (0.25896002650260924) | > loss_disc_real_5: 0.33243125677108765 (0.2597544401884079) | > loss_0: 2.545046091079712 (2.3496502876281737) | > loss_gen: 2.482698678970337 (2.362711715698242) | > loss_kl: 2.8083183765411377 (2.9610753059387207) | > loss_feat: 4.912008762359619 (5.910171318054199) | > loss_mel: 19.00582504272461 (18.136737442016603) | > loss_duration: 2.350320816040039 (2.40568208694458) | > loss_1: 31.559171676635742 (31.776377868652343)  --> STEP: 6 | > loss_disc: 2.452404499053955 (2.3667759895324707) | > loss_disc_real_0: 0.2155395746231079 (0.12786921299993992) | > loss_disc_real_1: 0.2134738713502884 (0.21699512749910355) | > loss_disc_real_2: 0.2704651355743408 (0.19811447461446127) | > loss_disc_real_3: 0.2206452190876007 (0.22666135430335999) | > loss_disc_real_4: 0.24509641528129578 (0.2566494246323903) | > loss_disc_real_5: 0.21037350594997406 (0.25152428448200226) | > loss_0: 2.452404499053955 (2.3667759895324707) | > loss_gen: 2.5264015197753906 (2.3899933497111) | > loss_kl: 2.683002233505249 (2.9147297938664756) | > loss_feat: 5.858161926269531 (5.901503086090088) | > loss_mel: 18.143945693969727 (18.13793881734212) | > loss_duration: 2.1683425903320312 (2.366125504175822) | > loss_1: 31.379854202270508 (31.71029059092204)  --> STEP: 7 | > loss_disc: 2.230727195739746 (2.3473404475620816) | > loss_disc_real_0: 0.12140393257141113 (0.12694560151015008) | > loss_disc_real_1: 0.20165443420410156 (0.21480359988553183) | > loss_disc_real_2: 0.22744156420230865 (0.2023040588412966) | > loss_disc_real_3: 0.21415004134178162 (0.22487402388027736) | > loss_disc_real_4: 0.21692727506160736 (0.2509748318365642) | > loss_disc_real_5: 0.2205815613269806 (0.2471038954598563) | > loss_0: 2.230727195739746 (2.3473404475620816) | > loss_gen: 2.6348910331726074 (2.424978733062744) | > loss_kl: 3.4994125366210938 (2.998255899974278) | > loss_feat: 5.828387260437012 (5.891057968139648) | > loss_mel: 16.171085357666016 (17.856959751674108) | > loss_duration: 2.5956692695617676 (2.3989174706595287) | > loss_1: 30.729446411132812 (31.57016999380929)  --> STEP: 8 | > loss_disc: 2.2320210933685303 (2.3329255282878876) | > loss_disc_real_0: 0.12791328132152557 (0.12706656148657203) | > loss_disc_real_1: 0.2536323368549347 (0.2196571920067072) | > loss_disc_real_2: 0.10353531688451767 (0.18995796609669924) | > loss_disc_real_3: 0.22402670979499817 (0.22476810961961746) | > loss_disc_real_4: 0.2216748297214508 (0.24731233157217503) | > loss_disc_real_5: 0.2417059689760208 (0.24642915464937687) | > loss_0: 2.2320210933685303 (2.3329255282878876) | > loss_gen: 2.6063785552978516 (2.4476537108421326) | > loss_kl: 2.7857463359832764 (2.971692204475403) | > loss_feat: 9.857651710510254 (6.386882185935974) | > loss_mel: 18.188690185546875 (17.898426055908203) | > loss_duration: 2.2591428756713867 (2.3814456462860107) | > loss_1: 35.69761276245117 (32.086100339889526)  --> STEP: 9 | > loss_disc: 2.2760982513427734 (2.326611386405097) | > loss_disc_real_0: 0.22292526066303253 (0.13771752806173432) | > loss_disc_real_1: 0.15724505484104156 (0.212722510099411) | > loss_disc_real_2: 0.2114272117614746 (0.19234343783722985) | > loss_disc_real_3: 0.24172908067703247 (0.22665266195933023) | > loss_disc_real_4: 0.25211402773857117 (0.24784585336844125) | > loss_disc_real_5: 0.2948712408542633 (0.25181160867214203) | > loss_0: 2.2760982513427734 (2.326611386405097) | > loss_gen: 2.963801860809326 (2.505003505282932) | > loss_kl: 2.912682056427002 (2.965135521358914) | > loss_feat: 8.004830360412598 (6.566654205322266) | > loss_mel: 20.683303833007812 (18.20785692003038) | > loss_duration: 2.1473758220672607 (2.355437888039483) | > loss_1: 36.71199417114258 (32.60008854336209)  --> STEP: 10 | > loss_disc: 2.2249298095703125 (2.3164432287216186) | > loss_disc_real_0: 0.11389202624559402 (0.13533497788012028) | > loss_disc_real_1: 0.14244849979877472 (0.20569510906934738) | > loss_disc_real_2: 0.1794300526380539 (0.19105209931731224) | > loss_disc_real_3: 0.16604633629322052 (0.22059202939271927) | > loss_disc_real_4: 0.209036186337471 (0.24396488666534424) | > loss_disc_real_5: 0.2425893247127533 (0.25088938027620317) | > loss_0: 2.2249298095703125 (2.3164432287216186) | > loss_gen: 2.2959132194519043 (2.484094476699829) | > loss_kl: 2.2393200397491455 (2.892553973197937) | > loss_feat: 5.790643215179443 (6.489053106307983) | > loss_mel: 19.487985610961914 (18.335869789123535) | > loss_duration: 2.3259682655334473 (2.3524909257888793) | > loss_1: 32.13983154296875 (32.554062843322754)  --> STEP: 11 | > loss_disc: 2.6355092525482178 (2.3454492308876733) | > loss_disc_real_0: 0.19757860898971558 (0.1409934897991744) | > loss_disc_real_1: 0.19795949757099152 (0.20499187166040594) | > loss_disc_real_2: 0.16662193834781647 (0.18883117559281262) | > loss_disc_real_3: 0.2290293127298355 (0.22135905515063892) | > loss_disc_real_4: 0.2671556770801544 (0.24607314033941788) | > loss_disc_real_5: 0.30075424909591675 (0.2554225501689044) | > loss_0: 2.6355092525482178 (2.3454492308876733) | > loss_gen: 2.080275774002075 (2.447383685545488) | > loss_kl: 3.183444023132324 (2.918998523191972) | > loss_feat: 5.577125549316406 (6.406150601126931) | > loss_mel: 16.48662567138672 (18.167756687511098) | > loss_duration: 2.429732322692871 (2.3595128709619697) | > loss_1: 29.757205963134766 (32.29980312694203)  --> STEP: 12 | > loss_disc: 2.297269582748413 (2.3414342602094016) | > loss_disc_real_0: 0.11900657415390015 (0.13916124682873487) | > loss_disc_real_1: 0.20725120604038239 (0.20518014952540398) | > loss_disc_real_2: 0.21910211443901062 (0.19135375382999578) | > loss_disc_real_3: 0.2401455044746399 (0.22292459259430566) | > loss_disc_real_4: 0.2625860273838043 (0.24744921425978342) | > loss_disc_real_5: 0.23718199133872986 (0.2539025035997232) | > loss_0: 2.297269582748413 (2.3414342602094016) | > loss_gen: 2.5255768299102783 (2.4538997809092202) | > loss_kl: 2.5085277557373047 (2.8847926259040833) | > loss_feat: 5.92679500579834 (6.366204301516215) | > loss_mel: 17.388553619384766 (18.10282309850057) | > loss_duration: 2.298696517944336 (2.3544448415438333) | > loss_1: 30.648149490356445 (32.162165323893234)  --> STEP: 13 | > loss_disc: 2.657759189605713 (2.365766947086041) | > loss_disc_real_0: 0.20852749049663544 (0.1444971117262657) | > loss_disc_real_1: 0.2836407423019409 (0.21121557973898375) | > loss_disc_real_2: 0.2649066746234894 (0.1970116708141107) | > loss_disc_real_3: 0.26176586747169495 (0.22591238296948946) | > loss_disc_real_4: 0.2602444291114807 (0.24843346155606782) | > loss_disc_real_5: 0.282288521528244 (0.25608604344037866) | > loss_0: 2.657759189605713 (2.365766947086041) | > loss_gen: 2.3442420959472656 (2.4454645743736854) | > loss_kl: 2.4539949893951416 (2.851654346172626) | > loss_feat: 4.719542503356934 (6.239538009350117) | > loss_mel: 16.424522399902344 (17.973723044762245) | > loss_duration: 2.212228298187256 (2.3435051074394813) | > loss_1: 28.154531478881836 (31.853885797353897)  --> STEP: 14 | > loss_disc: 2.6123921871185303 (2.38338303565979) | > loss_disc_real_0: 0.20195654034614563 (0.14860135662768567) | > loss_disc_real_1: 0.2615286707878113 (0.21480937195675714) | > loss_disc_real_2: 0.18881918489933014 (0.1964264932487692) | > loss_disc_real_3: 0.2383975237607956 (0.22680417874029704) | > loss_disc_real_4: 0.29947224259376526 (0.25207908877304624) | > loss_disc_real_5: 0.28782036900520325 (0.2583527809807233) | > loss_0: 2.6123921871185303 (2.38338303565979) | > loss_gen: 2.5745606422424316 (2.454685722078596) | > loss_kl: 2.6171398162841797 (2.8349033083234514) | > loss_feat: 6.4666595458984375 (6.2557609762464255) | > loss_mel: 19.078969955444336 (18.052669252668107) | > loss_duration: 2.3665084838867188 (2.345148205757141) | > loss_1: 33.10383605957031 (31.943167958940784)  --> STEP: 15 | > loss_disc: 2.3081812858581543 (2.3783695856730143) | > loss_disc_real_0: 0.15168625116348267 (0.14880701626340548) | > loss_disc_real_1: 0.17542581260204315 (0.21218380133310955) | > loss_disc_real_2: 0.22057045996189117 (0.198036091029644) | > loss_disc_real_3: 0.18536123633384705 (0.22404131591320037) | > loss_disc_real_4: 0.19987386465072632 (0.24859874049822492) | > loss_disc_real_5: 0.1632855385541916 (0.2520149648189545) | > loss_0: 2.3081812858581543 (2.3783695856730143) | > loss_gen: 2.553433418273926 (2.461268901824951) | > loss_kl: 3.1225764751434326 (2.8540815194447835) | > loss_feat: 7.593401908874512 (6.344937038421631) | > loss_mel: 18.754362106323242 (18.09944877624512) | > loss_duration: 2.328364372253418 (2.3440292835235597) | > loss_1: 34.35213851928711 (32.103765996297206)  --> STEP: 16 | > loss_disc: 2.559880256652832 (2.389714002609253) | > loss_disc_real_0: 0.16008341312408447 (0.14951179106719792) | > loss_disc_real_1: 0.27728572487831116 (0.21625267155468464) | > loss_disc_real_2: 0.2060953825712204 (0.19853979675099254) | > loss_disc_real_3: 0.2463638186454773 (0.22543647233396769) | > loss_disc_real_4: 0.2887377142906189 (0.2511074263602495) | > loss_disc_real_5: 0.2725818455219269 (0.2533003948628903) | > loss_0: 2.559880256652832 (2.389714002609253) | > loss_gen: 2.3443260192871094 (2.453959971666336) | > loss_kl: 2.548945665359497 (2.835010528564453) | > loss_feat: 6.652803897857666 (6.364178717136383) | > loss_mel: 17.446931838989258 (18.058666467666626) | > loss_duration: 2.353280782699585 (2.344607502222061) | > loss_1: 31.346288681030273 (32.05642366409302)  --> STEP: 17 | > loss_disc: 2.375485420227051 (2.3888770271750057) | > loss_disc_real_0: 0.13522139191627502 (0.14867117935243776) | > loss_disc_real_1: 0.14195120334625244 (0.21188199695418863) | > loss_disc_real_2: 0.27521026134490967 (0.2030498240800465) | > loss_disc_real_3: 0.2346334606409073 (0.2259774716461406) | > loss_disc_real_4: 0.284807950258255 (0.2530898101189557) | > loss_disc_real_5: 0.2675209939479828 (0.25413690069142514) | > loss_0: 2.375485420227051 (2.3888770271750057) | > loss_gen: 2.5725696086883545 (2.4609370091382194) | > loss_kl: 2.16526460647583 (2.7956137096180633) | > loss_feat: 5.7928619384765625 (6.330571847803452) | > loss_mel: 17.375837326049805 (18.018500047571518) | > loss_duration: 2.406841516494751 (2.348268326591043) | > loss_1: 30.313373565673828 (31.953891305362475)  --> STEP: 18 | > loss_disc: 2.1263275146484375 (2.374290943145752) | > loss_disc_real_0: 0.13034239411354065 (0.14765291350583234) | > loss_disc_real_1: 0.16201230883598328 (0.20911145872539944) | > loss_disc_real_2: 0.1417011171579361 (0.19964156258437368) | > loss_disc_real_3: 0.16085627675056458 (0.22235962748527527) | > loss_disc_real_4: 0.18948037922382355 (0.24955595284700394) | > loss_disc_real_5: 0.12358928471803665 (0.24688425535957023) | > loss_0: 2.1263275146484375 (2.374290943145752) | > loss_gen: 2.4376301765441895 (2.459642185105218) | > loss_kl: 2.663627862930298 (2.7882811625798545) | > loss_feat: 11.376717567443848 (6.610913276672363) | > loss_mel: 19.26182746887207 (18.087573793199326) | > loss_duration: 2.22719669342041 (2.34154212474823) | > loss_1: 37.96699905395508 (32.28795284695096)  --> STEP: 19 | > loss_disc: 2.3631174564361572 (2.3737028648978784) | > loss_disc_real_0: 0.12157607078552246 (0.14628044809950025) | > loss_disc_real_1: 0.21497787535190582 (0.20942021749521555) | > loss_disc_real_2: 0.1351969838142395 (0.19624974264910347) | > loss_disc_real_3: 0.2510199546813965 (0.22386806575875534) | > loss_disc_real_4: 0.21125780045986176 (0.2475402606161017) | > loss_disc_real_5: 0.2580393850803375 (0.24747136745013693) | > loss_0: 2.3631174564361572 (2.3737028648978784) | > loss_gen: 2.302544593811035 (2.4513738908265768) | > loss_kl: 1.8512970209121704 (2.7389662077552392) | > loss_feat: 6.813763618469238 (6.621589610451146) | > loss_mel: 17.16654396057129 (18.03909853885048) | > loss_duration: 2.3014447689056396 (2.3394317375986198) | > loss_1: 30.435592651367188 (32.190460205078125)  --> STEP: 20 | > loss_disc: 2.4535458087921143 (2.37769501209259) | > loss_disc_real_0: 0.16917014122009277 (0.14742493275552987) | > loss_disc_real_1: 0.2617078423500061 (0.2120345987379551) | > loss_disc_real_2: 0.2733633518218994 (0.20010542310774326) | > loss_disc_real_3: 0.2530185580253601 (0.22532559037208558) | > loss_disc_real_4: 0.25282052159309387 (0.24780427366495134) | > loss_disc_real_5: 0.27948111295700073 (0.24907185472548013) | > loss_0: 2.4535458087921143 (2.37769501209259) | > loss_gen: 2.5501811504364014 (2.4563142538070677) | > loss_kl: 2.013441801071167 (2.702689987421036) | > loss_feat: 6.075599670410156 (6.594290113449096) | > loss_mel: 18.577680587768555 (18.066027641296387) | > loss_duration: 2.2903382778167725 (2.3369770646095276) | > loss_1: 31.507240295410156 (32.15629920959473)  --> STEP: 21 | > loss_disc: 2.0565457344055176 (2.3624021893455867) | > loss_disc_real_0: 0.07216307520866394 (0.1438410347771077) | > loss_disc_real_1: 0.22299931943416595 (0.2125567282949175) | > loss_disc_real_2: 0.19826661050319672 (0.20001786060276486) | > loss_disc_real_3: 0.21156388521194458 (0.22467027107874551) | > loss_disc_real_4: 0.2121761292219162 (0.24610769535814012) | > loss_disc_real_5: 0.16997173428535461 (0.24530518232356938) | > loss_0: 2.0565457344055176 (2.3624021893455867) | > loss_gen: 2.6154963970184326 (2.4638943558647517) | > loss_kl: 2.1037933826446533 (2.6741711014793035) | > loss_feat: 7.2591447830200195 (6.625949859619141) | > loss_mel: 17.198883056640625 (18.024735042027064) | > loss_duration: 2.182176113128662 (2.3296055907294866) | > loss_1: 31.359493255615234 (32.11835606892904)  --> STEP: 22 | > loss_disc: 2.1560232639312744 (2.3530213290994815) | > loss_disc_real_0: 0.10220196843147278 (0.1419483499432152) | > loss_disc_real_1: 0.21202842891216278 (0.21253271468661047) | > loss_disc_real_2: 0.1376572698354721 (0.19718328829516063) | > loss_disc_real_3: 0.19983884692192078 (0.22354156998070804) | > loss_disc_real_4: 0.20858269929885864 (0.24440201371908188) | > loss_disc_real_5: 0.20323000848293304 (0.24339267442172227) | > loss_0: 2.1560232639312744 (2.3530213290994815) | > loss_gen: 2.6253104209899902 (2.4712314497340806) | > loss_kl: 2.154611587524414 (2.6505547599358996) | > loss_feat: 7.104522228240967 (6.647703149101951) | > loss_mel: 19.598514556884766 (18.096270474520598) | > loss_duration: 2.18039870262146 (2.322823459451849) | > loss_1: 33.66335678100586 (32.18858337402344)  --> STEP: 23 | > loss_disc: 2.694688081741333 (2.3678764053013013) | > loss_disc_real_0: 0.18723313510417938 (0.1439172536458658) | > loss_disc_real_1: 0.2606402337551117 (0.21462434595045837) | > loss_disc_real_2: 0.2571589946746826 (0.19979092770296594) | > loss_disc_real_3: 0.2654237151145935 (0.2253625328126161) | > loss_disc_real_4: 0.2601414918899536 (0.24508633885694586) | > loss_disc_real_5: 0.26681941747665405 (0.24441122846758886) | > loss_0: 2.694688081741333 (2.3678764053013013) | > loss_gen: 2.4374303817749023 (2.4697618380836817) | > loss_kl: 2.2257096767425537 (2.632083234579667) | > loss_feat: 5.554291725158691 (6.600163521973983) | > loss_mel: 16.994281768798828 (18.04835792209791) | > loss_duration: 2.2450594902038574 (2.3194424173106323) | > loss_1: 29.456775665283203 (32.06980912581734)  --> STEP: 24 | > loss_disc: 2.1791329383850098 (2.360012094179789) | > loss_disc_real_0: 0.10929349064826965 (0.14247459685429928) | > loss_disc_real_1: 0.18238364160060883 (0.21328098326921463) | > loss_disc_real_2: 0.19434554874897003 (0.19956403691321611) | > loss_disc_real_3: 0.19016152620315552 (0.22389582420388857) | > loss_disc_real_4: 0.19083501398563385 (0.24282586698730788) | > loss_disc_real_5: 0.19554898142814636 (0.2423753015076121) | > loss_0: 2.1791329383850098 (2.360012094179789) | > loss_gen: 2.4488048553466797 (2.46888863046964) | > loss_kl: 2.559312582015991 (2.6290511240561805) | > loss_feat: 6.309091091156006 (6.588035504023234) | > loss_mel: 17.385353088378906 (18.02073272069295) | > loss_duration: 2.4166455268859863 (2.323492546876272) | > loss_1: 31.11920738220215 (32.03020071983338)  --> STEP: 25 | > loss_disc: 2.534221649169922 (2.3669804763793945) | > loss_disc_real_0: 0.1632877141237259 (0.14330712154507633) | > loss_disc_real_1: 0.23934850096702576 (0.2143236839771271) | > loss_disc_real_2: 0.26880475878715515 (0.2023336657881737) | > loss_disc_real_3: 0.2129526436328888 (0.22345809698104857) | > loss_disc_real_4: 0.22401417791843414 (0.24207339942455292) | > loss_disc_real_5: 0.214395210146904 (0.24125609785318378) | > loss_0: 2.534221649169922 (2.3669804763793945) | > loss_gen: 2.076331615447998 (2.453186349868774) | > loss_kl: 2.832280397415161 (2.6371802949905394) | > loss_feat: 5.398823261260986 (6.540467014312744) | > loss_mel: 16.151403427124023 (17.945959548950196) | > loss_duration: 2.348604202270508 (2.3244970130920417) | > loss_1: 28.807443618774414 (31.901290435791026)  --> STEP: 26 | > loss_disc: 2.366706371307373 (2.3669699338766246) | > loss_disc_real_0: 0.2364240288734436 (0.14688854105770585) | > loss_disc_real_1: 0.342286080121994 (0.2192453145980835) | > loss_disc_real_2: 0.20038153231143951 (0.2022585837313762) | > loss_disc_real_3: 0.2337387502193451 (0.22385350672098306) | > loss_disc_real_4: 0.14403612911701202 (0.2383027351819552) | > loss_disc_real_5: 0.17328675091266632 (0.2386418922016254) | > loss_0: 2.366706371307373 (2.3669699338766246) | > loss_gen: 2.751335859298706 (2.4646536386930027) | > loss_kl: 2.3650763034820557 (2.626714756855598) | > loss_feat: 8.882503509521484 (6.630545341051542) | > loss_mel: 18.052059173583984 (17.9500403037438) | > loss_duration: 2.237483024597168 (2.3211503212268543) | > loss_1: 34.28845977783203 (31.993104641254142) --> EVAL PERFORMANCE | > avg_loader_time: 0.002435583334702712 (-6.263072674091022e-05) | > avg_loss_disc: 2.3669699338766246 (+0.07538832150972796) | > avg_loss_disc_real_0: 0.14688854105770585 (+0.046144750972206744) | > avg_loss_disc_real_1: 0.2192453145980835 (-0.019602976166285008) | > avg_loss_disc_real_2: 0.2022585837313762 (+0.009858458087994487) | > avg_loss_disc_real_3: 0.22385350672098306 (-0.007223776326729714) | > avg_loss_disc_real_4: 0.2383027351819552 (+0.027816549230080395) | > avg_loss_disc_real_5: 0.2386418922016254 (+0.0039020980206819766) | > avg_loss_0: 2.3669699338766246 (+0.07538832150972796) | > avg_loss_gen: 2.4646536386930027 (+0.0019995799431433703) | > avg_loss_kl: 2.626714756855598 (+0.05838822859984116) | > avg_loss_feat: 6.630545341051542 (-0.7783389825087319) | > avg_loss_mel: 17.9500403037438 (+0.18380759312555384) | > avg_loss_duration: 2.3211503212268543 (-0.003915135677043935) | > avg_loss_1: 31.993104641254142 (-0.5380587211021961)  > EPOCH: 441/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:29:40)   --> TIME: 2024-06-11 10:29:48 -- STEP: 19/330 -- GLOBAL_STEP: 233550 | > loss_disc: 2.441913366317749 (2.3197532954968905) | > loss_disc_real_0: 0.1514992117881775 (0.10498818441441185) | > loss_disc_real_1: 0.23773638904094696 (0.20057185229502225) | > loss_disc_real_2: 0.23543991148471832 (0.20958225585912404) | > loss_disc_real_3: 0.22372977435588837 (0.22949659353808352) | > loss_disc_real_4: 0.23408611118793488 (0.2318176446776641) | > loss_disc_real_5: 0.2451624721288681 (0.22336548566818237) | > loss_0: 2.441913366317749 (2.3197532954968905) | > grad_norm_0: tensor(5.7771, device='cuda:0') (tensor(6.2087, device='cuda:0')) | > loss_gen: 2.367156744003296 (2.514084916365774) | > loss_kl: 1.9781230688095093 (1.9088398657347028) | > loss_feat: 6.718201637268066 (6.965416130266692) | > loss_mel: 17.11849021911621 (18.189767134817018) | > loss_duration: 2.003741979598999 (2.1092284227672375) | > loss_1: 30.185714721679688 (31.68733667072497) | > grad_norm_1: tensor(57.7630, device='cuda:0') (tensor(72.4938, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3627 (0.3580725067540219) | > loader_time: 0.0034 (0.003382017737940738)  --> TIME: 2024-06-11 10:29:57 -- STEP: 44/330 -- GLOBAL_STEP: 233575 | > loss_disc: 2.357635021209717 (2.3019493276422676) | > loss_disc_real_0: 0.09933198988437653 (0.10508630966598337) | > loss_disc_real_1: 0.18022975325584412 (0.19723621891303492) | > loss_disc_real_2: 0.19943496584892273 (0.20790312642400915) | > loss_disc_real_3: 0.24763821065425873 (0.22514147040518848) | > loss_disc_real_4: 0.24123354256153107 (0.22703574123707684) | > loss_disc_real_5: 0.22824473679065704 (0.2172267690978267) | > loss_0: 2.357635021209717 (2.3019493276422676) | > grad_norm_0: tensor(7.3192, device='cuda:0') (tensor(6.8117, device='cuda:0')) | > loss_gen: 2.5935275554656982 (2.5208558169278237) | > loss_kl: 1.882311463356018 (1.9326548603448002) | > loss_feat: 8.084481239318848 (7.159726814790205) | > loss_mel: 18.792339324951172 (18.103499976071443) | > loss_duration: 1.9635646343231201 (2.0517526404424142) | > loss_1: 33.31622314453125 (31.76849014108831) | > grad_norm_1: tensor(37.3699, device='cuda:0') (tensor(75.8422, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3626 (0.3617551706053994) | > loader_time: 0.0032 (0.0034213337031277742)  --> TIME: 2024-06-11 10:30:07 -- STEP: 69/330 -- GLOBAL_STEP: 233600 | > loss_disc: 2.2944483757019043 (2.3124732867531157) | > loss_disc_real_0: 0.09933260828256607 (0.10726969246415125) | > loss_disc_real_1: 0.21634751558303833 (0.1969206389309703) | > loss_disc_real_2: 0.23066824674606323 (0.209067948486494) | > loss_disc_real_3: 0.23792248964309692 (0.2272181100603463) | > loss_disc_real_4: 0.23308365046977997 (0.2261533557936765) | > loss_disc_real_5: 0.2115044891834259 (0.21717635315397513) | > loss_0: 2.2944483757019043 (2.3124732867531157) | > grad_norm_0: tensor(10.9385, device='cuda:0') (tensor(7.4702, device='cuda:0')) | > loss_gen: 2.5802550315856934 (2.511134126911993) | > loss_kl: 1.916833758354187 (1.9308592167453489) | > loss_feat: 8.060060501098633 (7.187148895816526) | > loss_mel: 18.221107482910156 (18.108037838037465) | > loss_duration: 1.9626576900482178 (2.032937892969104) | > loss_1: 32.74091339111328 (31.770117967025094) | > grad_norm_1: tensor(98.9945, device='cuda:0') (tensor(85.4730, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3759 (0.36497212147367175) | > loader_time: 0.0041 (0.0035043419271275616)  --> TIME: 2024-06-11 10:30:16 -- STEP: 94/330 -- GLOBAL_STEP: 233625 | > loss_disc: 2.277822256088257 (2.3199142775637034) | > loss_disc_real_0: 0.10001823306083679 (0.1086512325291938) | > loss_disc_real_1: 0.1640152931213379 (0.1963878904885434) | > loss_disc_real_2: 0.1701124608516693 (0.20879755248414708) | > loss_disc_real_3: 0.2049899399280548 (0.2271837149845793) | > loss_disc_real_4: 0.212821826338768 (0.22923070778872104) | > loss_disc_real_5: 0.20818334817886353 (0.21964743638292272) | > loss_0: 2.277822256088257 (2.3199142775637034) | > grad_norm_0: tensor(7.3239, device='cuda:0') (tensor(8.0568, device='cuda:0')) | > loss_gen: 2.476980686187744 (2.5070567181769845) | > loss_kl: 1.9864493608474731 (1.9362805840816903) | > loss_feat: 7.316507816314697 (7.156815178850864) | > loss_mel: 18.628456115722656 (18.05219761868741) | > loss_duration: 2.0454375743865967 (2.027058222192399) | > loss_1: 32.45383071899414 (31.67940833720755) | > grad_norm_1: tensor(84.6870, device='cuda:0') (tensor(93.6158, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3752 (0.36726080103123443) | > loader_time: 0.0036 (0.003596359110893087)  --> TIME: 2024-06-11 10:30:26 -- STEP: 119/330 -- GLOBAL_STEP: 233650 | > loss_disc: 2.3582823276519775 (2.3234912547744613) | > loss_disc_real_0: 0.1354626715183258 (0.11084284101213727) | > loss_disc_real_1: 0.2726905047893524 (0.19686915744252564) | > loss_disc_real_2: 0.2761048376560211 (0.21041278190472545) | > loss_disc_real_3: 0.21786031126976013 (0.22597923737113215) | > loss_disc_real_4: 0.22152937948703766 (0.22769177773920427) | > loss_disc_real_5: 0.20325031876564026 (0.2196666197616513) | > loss_0: 2.3582823276519775 (2.3234912547744613) | > grad_norm_0: tensor(7.9812, device='cuda:0') (tensor(8.4498, device='cuda:0')) | > loss_gen: 2.502120018005371 (2.5079776158853737) | > loss_kl: 2.0257568359375 (1.942922955801507) | > loss_feat: 7.323538303375244 (7.161900900993027) | > loss_mel: 18.764036178588867 (18.072962015616792) | > loss_duration: 2.020996332168579 (2.0266133657022682) | > loss_1: 32.63644790649414 (31.712376923120324) | > grad_norm_1: tensor(36.4610, device='cuda:0') (tensor(96.8276, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3802 (0.36904342434987303) | > loader_time: 0.0038 (0.0037150583347352615)  --> TIME: 2024-06-11 10:30:36 -- STEP: 144/330 -- GLOBAL_STEP: 233675 | > loss_disc: 2.4280428886413574 (2.326383022798432) | > loss_disc_real_0: 0.1298360973596573 (0.11192258374972476) | > loss_disc_real_1: 0.17652584612369537 (0.1966326887615853) | > loss_disc_real_2: 0.21952706575393677 (0.21011058127300608) | > loss_disc_real_3: 0.2253161519765854 (0.22691402087608972) | > loss_disc_real_4: 0.23501217365264893 (0.22817464938594234) | > loss_disc_real_5: 0.24878737330436707 (0.21996602105597654) | > loss_0: 2.4280428886413574 (2.326383022798432) | > grad_norm_0: tensor(12.9656, device='cuda:0') (tensor(9.2990, device='cuda:0')) | > loss_gen: 2.402658462524414 (2.5065093868308597) | > loss_kl: 1.8811291456222534 (1.9436727207567956) | > loss_feat: 7.032655715942383 (7.150936620102988) | > loss_mel: 18.242982864379883 (18.07639690240224) | > loss_duration: 2.0174946784973145 (2.0299354468782735) | > loss_1: 31.576921463012695 (31.707451184590656) | > grad_norm_1: tensor(139.6811, device='cuda:0') (tensor(104.3405, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3871 (0.3713866853051715) | > loader_time: 0.0053 (0.0038176526625951133)  --> TIME: 2024-06-11 10:30:45 -- STEP: 169/330 -- GLOBAL_STEP: 233700 | > loss_disc: 2.3333897590637207 (2.3278638597070813) | > loss_disc_real_0: 0.06978562474250793 (0.11297750997649142) | > loss_disc_real_1: 0.2698450982570648 (0.1967053154163812) | > loss_disc_real_2: 0.2466779351234436 (0.210614472186777) | > loss_disc_real_3: 0.21052731573581696 (0.22654535828610145) | > loss_disc_real_4: 0.2570399343967438 (0.22733019618593023) | > loss_disc_real_5: 0.2499903291463852 (0.2191920165832226) | > loss_0: 2.3333897590637207 (2.3278638597070813) | > grad_norm_0: tensor(37.2649, device='cuda:0') (tensor(10.9141, device='cuda:0')) | > loss_gen: 2.558983564376831 (2.506786495976194) | > loss_kl: 1.9040584564208984 (1.9489881999393892) | > loss_feat: 7.15480375289917 (7.135096468163665) | > loss_mel: 17.786022186279297 (18.065753428893682) | > loss_duration: 2.0744881629943848 (2.0338635691524254) | > loss_1: 31.478355407714844 (31.690488284861548) | > grad_norm_1: tensor(304.6831, device='cuda:0') (tensor(128.6600, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3796 (0.3731780687027427) | > loader_time: 0.0044 (0.003891600659613073)  --> TIME: 2024-06-11 10:30:55 -- STEP: 194/330 -- GLOBAL_STEP: 233725 | > loss_disc: 2.3877124786376953 (2.3319517091377486) | > loss_disc_real_0: 0.21830999851226807 (0.11407030761702773) | > loss_disc_real_1: 0.21535466611385345 (0.19657550544775637) | > loss_disc_real_2: 0.22037753462791443 (0.2105603165847739) | > loss_disc_real_3: 0.22812849283218384 (0.22679037877272085) | > loss_disc_real_4: 0.21450170874595642 (0.22788442241162368) | > loss_disc_real_5: 0.20531043410301208 (0.21938990770848757) | > loss_0: 2.3877124786376953 (2.3319517091377486) | > grad_norm_0: tensor(64.0201, device='cuda:0') (tensor(14.5097, device='cuda:0')) | > loss_gen: 2.552053451538086 (2.5104605598548013) | > loss_kl: 1.9851785898208618 (1.944382900429755) | > loss_feat: 7.491165637969971 (7.133104796262131) | > loss_mel: 18.382373809814453 (18.056323729839526) | > loss_duration: 2.072540283203125 (2.0402683474353913) | > loss_1: 32.483314514160156 (31.684540512635536) | > grad_norm_1: tensor(359.4974, device='cuda:0') (tensor(153.8055, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.3894 (0.3752276295239162) | > loader_time: 0.0045 (0.003994914674267329)  --> TIME: 2024-06-11 10:31:06 -- STEP: 219/330 -- GLOBAL_STEP: 233750 | > loss_disc: 2.4597737789154053 (2.334705773009556) | > loss_disc_real_0: 0.07315198332071304 (0.11390920742053419) | > loss_disc_real_1: 0.2036733478307724 (0.1974647021320857) | > loss_disc_real_2: 0.18960310518741608 (0.2107984474668764) | > loss_disc_real_3: 0.261269211769104 (0.22663684121277777) | > loss_disc_real_4: 0.27033481001853943 (0.2272941877036334) | > loss_disc_real_5: 0.23615461587905884 (0.21938665571822424) | > loss_0: 2.4597737789154053 (2.334705773009556) | > grad_norm_0: tensor(13.3595, device='cuda:0') (tensor(16.4443, device='cuda:0')) | > loss_gen: 2.6248128414154053 (2.5160476900126825) | > loss_kl: 2.0284838676452637 (1.9440100699254912) | > loss_feat: 7.7966837882995605 (7.151568271253751) | > loss_mel: 17.687902450561523 (18.023407078224768) | > loss_duration: 2.101325511932373 (2.047111573284621) | > loss_1: 32.23920822143555 (31.68214486178742) | > grad_norm_1: tensor(342.7038, device='cuda:0') (tensor(175.2972, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.4157 (0.37811105980720683) | > loader_time: 0.0052 (0.0041195987022086406)  --> TIME: 2024-06-11 10:31:16 -- STEP: 244/330 -- GLOBAL_STEP: 233775 | > loss_disc: 2.3360073566436768 (2.3367781922465456) | > loss_disc_real_0: 0.07752391695976257 (0.11537681625331522) | > loss_disc_real_1: 0.22020624577999115 (0.1978548227763567) | > loss_disc_real_2: 0.24867679178714752 (0.21133785890262635) | > loss_disc_real_3: 0.240964874625206 (0.22693106220638165) | > loss_disc_real_4: 0.25055667757987976 (0.2265307998559514) | > loss_disc_real_5: 0.2333923578262329 (0.2196715679325041) | > loss_0: 2.3360073566436768 (2.3367781922465456) | > grad_norm_0: tensor(54.2900, device='cuda:0') (tensor(20.4414, device='cuda:0')) | > loss_gen: 2.5726537704467773 (2.523409255215378) | > loss_kl: 1.80966317653656 (1.9434658630949553) | > loss_feat: 6.648416519165039 (7.158124100966532) | > loss_mel: 17.78529930114746 (17.994688737587843) | > loss_duration: 2.0568785667419434 (2.055077811733622) | > loss_1: 30.87291145324707 (31.674765883899127) | > grad_norm_1: tensor(553.0790, device='cuda:0') (tensor(203.5469, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.4353 (0.38175428793078553) | > loader_time: 0.0054 (0.004250383767925329)  --> TIME: 2024-06-11 10:31:27 -- STEP: 269/330 -- GLOBAL_STEP: 233800 | > loss_disc: 2.3230042457580566 (2.3376003942525068) | > loss_disc_real_0: 0.10592443495988846 (0.11645414219082066) | > loss_disc_real_1: 0.17536842823028564 (0.1980354044184809) | > loss_disc_real_2: 0.2357414811849594 (0.21156671488152118) | > loss_disc_real_3: 0.24173468351364136 (0.22660162629469618) | > loss_disc_real_4: 0.20584234595298767 (0.22605919716083428) | > loss_disc_real_5: 0.21587154269218445 (0.21922227756906176) | > loss_0: 2.3230042457580566 (2.3376003942525068) | > grad_norm_0: tensor(31.8054, device='cuda:0') (tensor(22.3754, device='cuda:0')) | > loss_gen: 2.5383377075195312 (2.520929161057596) | > loss_kl: 2.0567150115966797 (1.9453212638769894) | > loss_feat: 7.235885143280029 (7.163968524082) | > loss_mel: 17.206661224365234 (17.956238927451203) | > loss_duration: 2.157395124435425 (2.062630319240813) | > loss_1: 31.19499397277832 (31.649088352586258) | > grad_norm_1: tensor(450.0432, device='cuda:0') (tensor(222.2041, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.44 (0.3860608405783273) | > loader_time: 0.0063 (0.004411865787435203)  --> TIME: 2024-06-11 10:31:39 -- STEP: 294/330 -- GLOBAL_STEP: 233825 | > loss_disc: 2.4511897563934326 (2.338510946351653) | > loss_disc_real_0: 0.11327730864286423 (0.11665406697714815) | > loss_disc_real_1: 0.18257823586463928 (0.19835435330462295) | > loss_disc_real_2: 0.2572016417980194 (0.2118569976922606) | > loss_disc_real_3: 0.25425270199775696 (0.22683380645554077) | > loss_disc_real_4: 0.22416506707668304 (0.2262070205341391) | > loss_disc_real_5: 0.22521713376045227 (0.21943285366913087) | > loss_0: 2.4511897563934326 (2.338510946351653) | > grad_norm_0: tensor(28.0361, device='cuda:0') (tensor(22.7786, device='cuda:0')) | > loss_gen: 2.3596982955932617 (2.5195323066646544) | > loss_kl: 2.068180799484253 (1.9495985897219912) | > loss_feat: 7.839302062988281 (7.179890976471155) | > loss_mel: 17.532649993896484 (17.921376234820094) | > loss_duration: 2.2123208045959473 (2.0721773979615215) | > loss_1: 32.01215362548828 (31.642575653231873) | > grad_norm_1: tensor(137.1466, device='cuda:0') (tensor(234.2151, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.4507 (0.3918468506157803) | > loader_time: 0.0071 (0.004582877872752499)  --> TIME: 2024-06-11 10:31:52 -- STEP: 319/330 -- GLOBAL_STEP: 233850 | > loss_disc: 2.231546640396118 (2.3390916627028875) | > loss_disc_real_0: 0.06793423742055893 (0.11823497157905917) | > loss_disc_real_1: 0.2163010686635971 (0.19878453011609915) | > loss_disc_real_2: 0.212711900472641 (0.21180267463844024) | > loss_disc_real_3: 0.24552367627620697 (0.2264868078000119) | > loss_disc_real_4: 0.19624409079551697 (0.22559344805893852) | > loss_disc_real_5: 0.20120950043201447 (0.2188517197639591) | > loss_0: 2.231546640396118 (2.3390916627028875) | > grad_norm_0: tensor(49.8191, device='cuda:0') (tensor(25.6224, device='cuda:0')) | > loss_gen: 2.7171568870544434 (2.519590174516539) | > loss_kl: 1.9857536554336548 (1.9535549643645091) | > loss_feat: 7.991392612457275 (7.208282877285279) | > loss_mel: 17.10504722595215 (17.88873452452655) | > loss_duration: 2.2532200813293457 (2.0854999488423998) | > loss_1: 32.05257034301758 (31.655662602391736) | > grad_norm_1: tensor(411.1264, device='cuda:0') (tensor(254.1449, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.5381 (0.4012719179769294) | > loader_time: 0.0089 (0.004822726533704424)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.057460069656372 (2.057460069656372) | > loss_disc_real_0: 0.03482085466384888 (0.03482085466384888) | > loss_disc_real_1: 0.17540565133094788 (0.17540565133094788) | > loss_disc_real_2: 0.18819481134414673 (0.18819481134414673) | > loss_disc_real_3: 0.2500803768634796 (0.2500803768634796) | > loss_disc_real_4: 0.26361528038978577 (0.26361528038978577) | > loss_disc_real_5: 0.3085691034793854 (0.3085691034793854) | > loss_0: 2.057460069656372 (2.057460069656372) | > loss_gen: 2.7693538665771484 (2.7693538665771484) | > loss_kl: 1.2821391820907593 (1.2821391820907593) | > loss_feat: 7.921341896057129 (7.921341896057129) | > loss_mel: 19.152482986450195 (19.152482986450195) | > loss_duration: 2.997199535369873 (2.997199535369873) | > loss_1: 34.12251663208008 (34.12251663208008)  --> STEP: 1 | > loss_disc: 2.1560463905334473 (2.1560463905334473) | > loss_disc_real_0: 0.07535487413406372 (0.07535487413406372) | > loss_disc_real_1: 0.1765958070755005 (0.1765958070755005) | > loss_disc_real_2: 0.1746722012758255 (0.1746722012758255) | > loss_disc_real_3: 0.21877914667129517 (0.21877914667129517) | > loss_disc_real_4: 0.21765345335006714 (0.21765345335006714) | > loss_disc_real_5: 0.24370314180850983 (0.24370314180850983) | > loss_0: 2.1560463905334473 (2.1560463905334473) | > loss_gen: 2.5271615982055664 (2.5271615982055664) | > loss_kl: 2.303144931793213 (2.303144931793213) | > loss_feat: 8.149833679199219 (8.149833679199219) | > loss_mel: 18.893075942993164 (18.893075942993164) | > loss_duration: 2.3607592582702637 (2.3607592582702637) | > loss_1: 34.23397445678711 (34.23397445678711)  --> STEP: 2 | > loss_disc: 2.4308927059173584 (2.293469548225403) | > loss_disc_real_0: 0.09164336323738098 (0.08349911868572235) | > loss_disc_real_1: 0.23193444311618805 (0.20426512509584427) | > loss_disc_real_2: 0.27783820033073425 (0.22625520080327988) | > loss_disc_real_3: 0.2772796154022217 (0.24802938103675842) | > loss_disc_real_4: 0.29121845960617065 (0.2544359564781189) | > loss_disc_real_5: 0.3194977343082428 (0.2816004380583763) | > loss_0: 2.4308927059173584 (2.293469548225403) | > loss_gen: 2.913398504257202 (2.7202800512313843) | > loss_kl: 2.3817336559295654 (2.342439293861389) | > loss_feat: 5.9043989181518555 (7.027116298675537) | > loss_mel: 19.84848403930664 (19.370779991149902) | > loss_duration: 2.453125476837158 (2.406942367553711) | > loss_1: 33.50114059448242 (33.867557525634766)  --> STEP: 3 | > loss_disc: 2.199153184890747 (2.262030760447184) | > loss_disc_real_0: 0.09164252877235413 (0.08621358871459961) | > loss_disc_real_1: 0.24921998381614685 (0.2192500780026118) | > loss_disc_real_2: 0.20586465299129486 (0.2194583515326182) | > loss_disc_real_3: 0.29377663135528564 (0.2632784644762675) | > loss_disc_real_4: 0.2024139165878296 (0.23709527651468912) | > loss_disc_real_5: 0.24980773031711578 (0.2710028688112895) | > loss_0: 2.199153184890747 (2.262030760447184) | > loss_gen: 2.826230525970459 (2.755596876144409) | > loss_kl: 2.9073550701141357 (2.5307445526123047) | > loss_feat: 6.633175373077393 (6.895802656809489) | > loss_mel: 19.2470703125 (19.329543431599934) | > loss_duration: 2.2904601097106934 (2.368114948272705) | > loss_1: 33.904293060302734 (33.87980270385742)  --> STEP: 4 | > loss_disc: 2.265937089920044 (2.263007342815399) | > loss_disc_real_0: 0.11810678243637085 (0.09418688714504242) | > loss_disc_real_1: 0.191946342587471 (0.2124241441488266) | > loss_disc_real_2: 0.20974867045879364 (0.21703093126416206) | > loss_disc_real_3: 0.31162184476852417 (0.27536430954933167) | > loss_disc_real_4: 0.23628224432468414 (0.23689201846718788) | > loss_disc_real_5: 0.251571923494339 (0.26614513248205185) | > loss_0: 2.265937089920044 (2.263007342815399) | > loss_gen: 2.7301409244537354 (2.7492328882217407) | > loss_kl: 2.6619532108306885 (2.5635467171669006) | > loss_feat: 9.290912628173828 (7.494580149650574) | > loss_mel: 19.75584602355957 (19.436119079589844) | > loss_duration: 2.2736752033233643 (2.34450501203537) | > loss_1: 36.712528228759766 (34.58798408508301)  --> STEP: 5 | > loss_disc: 2.6117258071899414 (2.3327510356903076) | > loss_disc_real_0: 0.30520811676979065 (0.13639113306999207) | > loss_disc_real_1: 0.2502511739730835 (0.219989550113678) | > loss_disc_real_2: 0.3149794936180115 (0.23662064373493194) | > loss_disc_real_3: 0.31580644845962524 (0.28345273733139037) | > loss_disc_real_4: 0.26379749178886414 (0.24227311313152314) | > loss_disc_real_5: 0.34830600023269653 (0.2825773060321808) | > loss_0: 2.6117258071899414 (2.3327510356903076) | > loss_gen: 2.9935057163238525 (2.798087453842163) | > loss_kl: 2.146738052368164 (2.4801849842071535) | > loss_feat: 4.3311028480529785 (6.861884689331054) | > loss_mel: 18.45894432067871 (19.24068412780762) | > loss_duration: 2.318530321121216 (2.339310073852539) | > loss_1: 30.248821258544922 (33.72015151977539)  --> STEP: 6 | > loss_disc: 2.4473111629486084 (2.351844390233358) | > loss_disc_real_0: 0.05752309411764145 (0.12324645991126697) | > loss_disc_real_1: 0.2951776087284088 (0.23252089321613312) | > loss_disc_real_2: 0.2513704299926758 (0.2390789414445559) | > loss_disc_real_3: 0.35608020424842834 (0.2955573151508967) | > loss_disc_real_4: 0.2516835033893585 (0.24384151150782904) | > loss_disc_real_5: 0.25757405161857605 (0.27841009696324664) | > loss_0: 2.4473111629486084 (2.351844390233358) | > loss_gen: 2.7464396953582764 (2.7894794940948486) | > loss_kl: 2.803554058074951 (2.534079829851786) | > loss_feat: 7.062867164611816 (6.895381768544515) | > loss_mel: 18.529245376586914 (19.122111002604168) | > loss_duration: 2.234841823577881 (2.3218986988067627) | > loss_1: 33.37694549560547 (33.66295051574707)  --> STEP: 7 | > loss_disc: 2.3824567794799805 (2.356217588697161) | > loss_disc_real_0: 0.08234567195177078 (0.11740349020276751) | > loss_disc_real_1: 0.28422412276268005 (0.2399070688656398) | > loss_disc_real_2: 0.2727638781070709 (0.24389107525348663) | > loss_disc_real_3: 0.33110079169273376 (0.30063495465687345) | > loss_disc_real_4: 0.23588359355926514 (0.24270466608660562) | > loss_disc_real_5: 0.27700352668762207 (0.27820915835244314) | > loss_0: 2.3824567794799805 (2.356217588697161) | > loss_gen: 2.7520830631256104 (2.7841371468135288) | > loss_kl: 3.757807970046997 (2.708898135593959) | > loss_feat: 5.887828826904297 (6.751445634024484) | > loss_mel: 19.036623001098633 (19.10989843096052) | > loss_duration: 2.5757930278778076 (2.3581693172454834) | > loss_1: 34.010135650634766 (33.7125483921596)  --> STEP: 8 | > loss_disc: 2.226332902908325 (2.3399820029735565) | > loss_disc_real_0: 0.09822532534599304 (0.1150062195956707) | > loss_disc_real_1: 0.18038342893123627 (0.23246661387383938) | > loss_disc_real_2: 0.23090755939483643 (0.24226813577115536) | > loss_disc_real_3: 0.25917747616767883 (0.2954527698457241) | > loss_disc_real_4: 0.22896838188171387 (0.24098763056099415) | > loss_disc_real_5: 0.19318094849586487 (0.26758063212037086) | > loss_0: 2.226332902908325 (2.3399820029735565) | > loss_gen: 2.753901958465576 (2.780357748270035) | > loss_kl: 2.7584402561187744 (2.715090900659561) | > loss_feat: 9.716196060180664 (7.122039437294006) | > loss_mel: 17.549699783325195 (18.914873600006104) | > loss_duration: 2.23197340965271 (2.3423948287963867) | > loss_1: 35.01020812988281 (33.874755859375)  --> STEP: 9 | > loss_disc: 2.3111398220062256 (2.3367773161994085) | > loss_disc_real_0: 0.1395314633846283 (0.11773124668333265) | > loss_disc_real_1: 0.27025875449180603 (0.236665740609169) | > loss_disc_real_2: 0.23652204871177673 (0.24162968165344662) | > loss_disc_real_3: 0.2660352289676666 (0.2921841541926066) | > loss_disc_real_4: 0.27766063809394836 (0.24506240917576683) | > loss_disc_real_5: 0.27700746059417725 (0.2686280575063493) | > loss_0: 2.3111398220062256 (2.3367773161994085) | > loss_gen: 3.107581853866577 (2.8167159822252064) | > loss_kl: 2.787051200866699 (2.7230864895714655) | > loss_feat: 8.868648529052734 (7.316107114156087) | > loss_mel: 19.057876586914062 (18.930762820773655) | > loss_duration: 2.158672571182251 (2.3219812446170383) | > loss_1: 35.97983169555664 (34.108653174506294)  --> STEP: 10 | > loss_disc: 2.3492507934570312 (2.3380246639251707) | > loss_disc_real_0: 0.13167017698287964 (0.11912513971328735) | > loss_disc_real_1: 0.2523483633995056 (0.23823400288820268) | > loss_disc_real_2: 0.21196426451206207 (0.23866313993930816) | > loss_disc_real_3: 0.26230135560035706 (0.2891958743333817) | > loss_disc_real_4: 0.28467872738838196 (0.24902404099702835) | > loss_disc_real_5: 0.3036623001098633 (0.27213148176670077) | > loss_0: 2.3492507934570312 (2.3380246639251707) | > loss_gen: 2.6555516719818115 (2.800599551200867) | > loss_kl: 2.3112454414367676 (2.6819023847579957) | > loss_feat: 4.470332145690918 (7.0315296173095705) | > loss_mel: 15.32729434967041 (18.57041597366333) | > loss_duration: 2.3474607467651367 (2.324529194831848) | > loss_1: 27.11188507080078 (33.40897636413574)  --> STEP: 11 | > loss_disc: 2.615499496459961 (2.363249648701061) | > loss_disc_real_0: 0.16514688730239868 (0.12330893494866112) | > loss_disc_real_1: 0.21106404066085815 (0.23576400632208044) | > loss_disc_real_2: 0.24998903274536133 (0.23969276655804028) | > loss_disc_real_3: 0.2855302691459656 (0.288862637498162) | > loss_disc_real_4: 0.2844991981983185 (0.25224905528805475) | > loss_disc_real_5: 0.3023332357406616 (0.27487709576433356) | > loss_0: 2.615499496459961 (2.363249648701061) | > loss_gen: 2.3186304569244385 (2.7567841789939185) | > loss_kl: 2.4985694885253906 (2.665235757827759) | > loss_feat: 4.588157653808594 (6.8094048933549365) | > loss_mel: 15.233234405517578 (18.267035831104625) | > loss_duration: 2.4245152473449707 (2.333618835969405) | > loss_1: 27.063106536865234 (32.83207910711115)  --> STEP: 12 | > loss_disc: 2.393078565597534 (2.365735391775767) | > loss_disc_real_0: 0.15040430426597595 (0.1255668823917707) | > loss_disc_real_1: 0.30998560786247253 (0.24194913978377977) | > loss_disc_real_2: 0.2785121202468872 (0.24292771269877753) | > loss_disc_real_3: 0.27396342158317566 (0.28762103617191315) | > loss_disc_real_4: 0.2522728741168976 (0.2522510401904583) | > loss_disc_real_5: 0.2076249122619629 (0.269272747139136) | > loss_0: 2.393078565597534 (2.365735391775767) | > loss_gen: 2.76519775390625 (2.757485310236613) | > loss_kl: 2.155073881149292 (2.6227222681045532) | > loss_feat: 6.959557056427002 (6.821917573610942) | > loss_mel: 17.908447265625 (18.23715345064799) | > loss_duration: 2.2646000385284424 (2.327867269515991) | > loss_1: 32.05287551879883 (32.76714547475179)  --> STEP: 13 | > loss_disc: 2.5386977195739746 (2.379040186221783) | > loss_disc_real_0: 0.1272830218076706 (0.1256988931160707) | > loss_disc_real_1: 0.22099001705646515 (0.24033689957398635) | > loss_disc_real_2: 0.22660966217517853 (0.24167247804311606) | > loss_disc_real_3: 0.24827025830745697 (0.2845940532592627) | > loss_disc_real_4: 0.2924834191799164 (0.25534583857426274) | > loss_disc_real_5: 0.2921028137207031 (0.27102890610694885) | > loss_0: 2.5386977195739746 (2.379040186221783) | > loss_gen: 2.3533308506011963 (2.7263965056492734) | > loss_kl: 3.266788959503174 (2.672265859750601) | > loss_feat: 4.460965156555176 (6.640305849222036) | > loss_mel: 14.497427940368652 (17.94948225754958) | > loss_duration: 2.2675976753234863 (2.3232311468857985) | > loss_1: 26.84610939025879 (32.31168116056002)  --> STEP: 14 | > loss_disc: 2.59063982963562 (2.3941544464656284) | > loss_disc_real_0: 0.15553772449493408 (0.12783023821456094) | > loss_disc_real_1: 0.3020399510860443 (0.2447442603962762) | > loss_disc_real_2: 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loss_disc_real_5: 0.19859592616558075 (0.2637021978696187) | > loss_0: 2.492934226989746 (2.4007397651672364) | > loss_gen: 2.512784957885742 (2.6935461521148683) | > loss_kl: 3.1261518001556396 (2.7506595611572267) | > loss_feat: 9.143582344055176 (6.877287801106771) | > loss_mel: 19.770700454711914 (18.091184997558592) | > loss_duration: 2.3845391273498535 (2.3332556088765464) | > loss_1: 36.93776321411133 (32.745933914184576)  --> STEP: 16 | > loss_disc: 2.5019872188568115 (2.4070677310228348) | > loss_disc_real_0: 0.09526197612285614 (0.12851775623857975) | > loss_disc_real_1: 0.21538208425045013 (0.24326947797089815) | > loss_disc_real_2: 0.2741696238517761 (0.23852119781076908) | > loss_disc_real_3: 0.2703095078468323 (0.2796058692038059) | > loss_disc_real_4: 0.20862999558448792 (0.255367630161345) | > loss_disc_real_5: 0.18373362720012665 (0.2587041622027754) | > loss_0: 2.5019872188568115 (2.4070677310228348) | > loss_gen: 2.362917423248291 (2.672881856560707) | > loss_kl: 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(2.3408530599930706) | > loss_1: 35.72086715698242 (32.870026195750526)  --> STEP: 18 | > loss_disc: 2.095907688140869 (2.3774882555007935) | > loss_disc_real_0: 0.11367787420749664 (0.12532055005431175) | > loss_disc_real_1: 0.22958604991436005 (0.2406146013074451) | > loss_disc_real_2: 0.13402000069618225 (0.23384889132446712) | > loss_disc_real_3: 0.21923993527889252 (0.2799978098935551) | > loss_disc_real_4: 0.23903653025627136 (0.25581452664401794) | > loss_disc_real_5: 0.2419009506702423 (0.2607022681170039) | > loss_0: 2.095907688140869 (2.3774882555007935) | > loss_gen: 2.983621120452881 (2.726259019639757) | > loss_kl: 2.9525539875030518 (2.7161609596676297) | > loss_feat: 9.4760103225708 (7.167836401197645) | > loss_mel: 17.992074966430664 (18.078644116719563) | > loss_duration: 2.2930150032043457 (2.338195390171475) | > loss_1: 35.69727325439453 (33.0270954767863)  --> STEP: 19 | > loss_disc: 2.489981174468994 (2.383408935446488) | > loss_disc_real_0: 0.15419650077819824 (0.1268403369345163) | > loss_disc_real_1: 0.23924745619297028 (0.2405426463014201) | > loss_disc_real_2: 0.17844907939434052 (0.2309331117491973) | > loss_disc_real_3: 0.24220401048660278 (0.2780086625563471) | > loss_disc_real_4: 0.24526378512382507 (0.25525922445874466) | > loss_disc_real_5: 0.25400421023368835 (0.26034973875472417) | > loss_0: 2.489981174468994 (2.383408935446488) | > loss_gen: 2.4356300830841064 (2.7109627598210384) | > loss_kl: 1.6237205266952515 (2.6586640947743465) | > loss_feat: 9.09886360168457 (7.269469411749589) | > loss_mel: 18.395591735839844 (18.095325570357474) | > loss_duration: 2.328559637069702 (2.3376882452713814) | > loss_1: 33.88236618041992 (33.072109724345964)  --> STEP: 20 | > loss_disc: 2.3412909507751465 (2.3813030362129206) | > loss_disc_real_0: 0.11490463465452194 (0.12624355182051658) | > loss_disc_real_1: 0.2314440906047821 (0.24008771851658822) | > loss_disc_real_2: 0.20970281958580017 (0.22987159714102745) | > loss_disc_real_3: 0.2695144712924957 (0.2775839529931545) | > loss_disc_real_4: 0.27009889483451843 (0.25600120797753334) | > loss_disc_real_5: 0.23805326223373413 (0.2592349149286747) | > loss_0: 2.3412909507751465 (2.3813030362129206) | > loss_gen: 2.485151529312134 (2.6996721982955934) | > loss_kl: 1.8424253463745117 (2.617852157354355) | > loss_feat: 5.266148567199707 (7.169303369522095) | > loss_mel: 15.548311233520508 (17.967974853515624) | > loss_duration: 2.3113303184509277 (2.336370348930359) | > loss_1: 27.453367233276367 (32.79117259979249)  --> STEP: 21 | > loss_disc: 2.360900402069092 (2.3803314822060715) | > loss_disc_real_0: 0.13355258107185364 (0.12659160083248502) | > loss_disc_real_1: 0.204727903008461 (0.23840391777810596) | > loss_disc_real_2: 0.24643409252166748 (0.2306602873972484) | > loss_disc_real_3: 0.2535596191883087 (0.27643993709768566) | > loss_disc_real_4: 0.2573646605014801 (0.25606613428819747) | > loss_disc_real_5: 0.26375558972358704 (0.25945018515700385) | > loss_0: 2.360900402069092 (2.3803314822060715) | > loss_gen: 2.745453357696533 (2.701852253505162) | > loss_kl: 2.3660366535186768 (2.605860942885989) | > loss_feat: 5.598085880279541 (7.0944834890819735) | > loss_mel: 13.910158157348633 (17.77474548703148) | > loss_duration: 2.1504735946655273 (2.3275181225367954) | > loss_1: 26.770206451416016 (32.50445992606028)  --> STEP: 22 | > loss_disc: 2.4683966636657715 (2.3843344449996944) | > loss_disc_real_0: 0.107028529047966 (0.12570237029682507) | > loss_disc_real_1: 0.26917290687561035 (0.23980250819162888) | > loss_disc_real_2: 0.23068593442440033 (0.23066145317120987) | > loss_disc_real_3: 0.27074486017227173 (0.2761810699647123) | > loss_disc_real_4: 0.276886910200119 (0.2570125331932848) | > loss_disc_real_5: 0.39592111110687256 (0.26565340906381607) | > loss_0: 2.4683966636657715 (2.3843344449996944) | > loss_gen: 2.777160882949829 (2.705275373025374) | > loss_kl: 2.6924335956573486 (2.6097960634665056) | > loss_feat: 8.684714317321777 (7.166766708547419) | > loss_mel: 20.079587936401367 (17.879511052911933) | > loss_duration: 2.167309284210205 (2.3202359026128594) | > loss_1: 36.401206970214844 (32.68158479170367)  --> STEP: 23 | > loss_disc: 2.199577808380127 (2.3763015477553653) | > loss_disc_real_0: 0.1405675709247589 (0.1263486833676048) | > loss_disc_real_1: 0.2295917123556137 (0.23935856054658475) | > loss_disc_real_2: 0.14143423736095428 (0.22678200900554657) | > loss_disc_real_3: 0.2816523313522339 (0.27641895089460455) | > loss_disc_real_4: 0.3512749969959259 (0.261110901184704) | > loss_disc_real_5: 0.21766133606433868 (0.26356679719427356) | > loss_0: 2.199577808380127 (2.3763015477553653) | > loss_gen: 2.890437364578247 (2.713325894397238) | > loss_kl: 2.319521427154541 (2.5971754271051157) | > loss_feat: 7.323111534118652 (7.173564309659212) | > loss_mel: 16.268707275390625 (17.809476106063183) | > loss_duration: 2.273519992828369 (2.3182047761004902) | > loss_1: 31.075298309326172 (32.6117462489916)  --> STEP: 24 | > loss_disc: 2.4943032264709473 (2.3812182843685146) | > loss_disc_real_0: 0.07695308327674866 (0.12429053336381912) | > loss_disc_real_1: 0.28656652569770813 (0.24132555909454823) | > loss_disc_real_2: 0.1366405040025711 (0.22302611296375593) | > loss_disc_real_3: 0.28549620509147644 (0.2767971698194742) | > loss_disc_real_4: 0.20979924499988556 (0.2589729155103366) | > loss_disc_real_5: 0.24959532916545868 (0.262984652693073) | > loss_0: 2.4943032264709473 (2.3812182843685146) | > loss_gen: 2.4704856872558594 (2.703207552433014) | > loss_kl: 2.4470138549804688 (2.5909186949332557) | > loss_feat: 8.863751411437988 (7.243988772233327) | > loss_mel: 18.597719192504883 (17.842319567998256) | > loss_duration: 2.459209680557251 (2.3240799804528556) | > loss_1: 34.83818054199219 (32.704514344533294)  --> STEP: 25 | > loss_disc: 2.2904229164123535 (2.377586469650268) | > loss_disc_real_0: 0.08849632740020752 (0.12285876512527466) | > loss_disc_real_1: 0.1792212724685669 (0.23884138762950896) | > loss_disc_real_2: 0.3040526211261749 (0.2262671732902527) | > loss_disc_real_3: 0.24174554646015167 (0.2753951048851013) | > loss_disc_real_4: 0.2457624226808548 (0.2584444957971573) | > loss_disc_real_5: 0.24035994708538055 (0.26207966446876524) | > loss_0: 2.2904229164123535 (2.377586469650268) | > loss_gen: 2.551750659942627 (2.6971492767333984) | > loss_kl: 2.585308313369751 (2.5906942796707155) | > loss_feat: 6.966492176055908 (7.23288890838623) | > loss_mel: 16.186208724975586 (17.77607513427735) | > loss_duration: 2.3530054092407227 (2.32523699760437) | > loss_1: 30.642765045166016 (32.622044372558605)  --> STEP: 26 | > loss_disc: 2.757835865020752 (2.3922114463952866) | > loss_disc_real_0: 0.0641767680644989 (0.12060176523832175) | > loss_disc_real_1: 0.26801785826683044 (0.23996355957709825) | > loss_disc_real_2: 0.29022595286369324 (0.22872712635076964) | > loss_disc_real_3: 0.24998168647289276 (0.274417665715401) | > loss_disc_real_4: 0.37456491589546204 (0.26291066580093825) | > loss_disc_real_5: 0.3469751477241516 (0.26534487536320317) | > loss_0: 2.757835865020752 (2.3922114463952866) | > loss_gen: 2.218808650970459 (2.6787515603579006) | > loss_kl: 2.5068511962890625 (2.587469545694498) | > loss_feat: 8.077452659606934 (7.265372129587027) | > loss_mel: 20.567276000976562 (17.88342901376578) | > loss_duration: 2.276076316833496 (2.323346202190106) | > loss_1: 35.64646530151367 (32.73836825444149) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024727949729332556 (+3.72116382305436e-05) | > avg_loss_disc: 2.3922114463952866 (+0.025241512518662024) | > avg_loss_disc_real_0: 0.12060176523832175 (-0.0262867758193841) | > avg_loss_disc_real_1: 0.23996355957709825 (+0.020718244979014755) | > avg_loss_disc_real_2: 0.22872712635076964 (+0.026468542619393437) | > avg_loss_disc_real_3: 0.274417665715401 (+0.050564158994417935) | > avg_loss_disc_real_4: 0.26291066580093825 (+0.02460793061898306) | > avg_loss_disc_real_5: 0.26534487536320317 (+0.026702983161577765) | > avg_loss_0: 2.3922114463952866 (+0.025241512518662024) | > avg_loss_gen: 2.6787515603579006 (+0.21409792166489794) | > avg_loss_kl: 2.587469545694498 (-0.03924521116109991) | > avg_loss_feat: 7.265372129587027 (+0.6348267885354844) | > avg_loss_mel: 17.88342901376578 (-0.06661128997802024) | > avg_loss_duration: 2.323346202190106 (+0.0021958809632516285) | > avg_loss_1: 32.73836825444149 (+0.7452636131873476)  > EPOCH: 442/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:32:19)   --> TIME: 2024-06-11 10:32:25 -- STEP: 14/330 -- GLOBAL_STEP: 233875 | > loss_disc: 2.308037519454956 (2.3311486073902676) | > loss_disc_real_0: 0.09976952522993088 (0.09488176155303206) | > loss_disc_real_1: 0.20284421741962433 (0.19229352474212646) | > loss_disc_real_2: 0.2196492999792099 (0.21150054250444686) | > loss_disc_real_3: 0.22129172086715698 (0.22698011994361877) | > loss_disc_real_4: 0.22030505537986755 (0.23357157515627996) | > loss_disc_real_5: 0.24988017976284027 (0.23116191370146616) | > loss_0: 2.308037519454956 (2.3311486073902676) | > grad_norm_0: tensor(12.4346, device='cuda:0') (tensor(13.5271, device='cuda:0')) | > loss_gen: 2.4926412105560303 (2.524387393678938) | > loss_kl: 1.8230056762695312 (2.0012873155730113) | > loss_feat: 7.378245830535889 (7.0179523059300015) | > loss_mel: 18.21599006652832 (18.298841340201243) | > loss_duration: 2.037700891494751 (2.1128161379269192) | > loss_1: 31.94758415222168 (31.955284663609095) | > grad_norm_1: tensor(116.4115, device='cuda:0') (tensor(217.8669, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3445 (0.34853218282972065) | > loader_time: 0.0031 (0.003050037792750767)  --> TIME: 2024-06-11 10:32:34 -- STEP: 39/330 -- GLOBAL_STEP: 233900 | > loss_disc: 2.30905818939209 (2.3043359181819825) | > loss_disc_real_0: 0.10922512412071228 (0.100736835732674) | > loss_disc_real_1: 0.18769584596157074 (0.19300982852776846) | > loss_disc_real_2: 0.21332472562789917 (0.20943222978176224) | > loss_disc_real_3: 0.22021524608135223 (0.22821733431938368) | > loss_disc_real_4: 0.21324339509010315 (0.2273460817642701) | > loss_disc_real_5: 0.21217316389083862 (0.22224640120298433) | > loss_0: 2.30905818939209 (2.3043359181819825) | > grad_norm_0: tensor(12.4941, device='cuda:0') (tensor(14.8005, device='cuda:0')) | > loss_gen: 2.5435760021209717 (2.5391815258906436) | > loss_kl: 1.9718823432922363 (1.9264843402764735) | > loss_feat: 7.84372091293335 (7.169693775666066) | > loss_mel: 17.551971435546875 (18.18686847197704) | > loss_duration: 2.0452871322631836 (2.0507805011211295) | > loss_1: 31.956436157226562 (31.873008825840095) | > grad_norm_1: tensor(208.4288, device='cuda:0') (tensor(217.0467, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3518 (0.35247306334666717) | > loader_time: 0.0032 (0.004561827732966497)  --> TIME: 2024-06-11 10:32:43 -- STEP: 64/330 -- GLOBAL_STEP: 233925 | > loss_disc: 2.487933397293091 (2.320101208984852) | > loss_disc_real_0: 0.16660994291305542 (0.1070567342103459) | > loss_disc_real_1: 0.2090279906988144 (0.19698393833823502) | > loss_disc_real_2: 0.2517504096031189 (0.2114950069226325) | > loss_disc_real_3: 0.256303995847702 (0.22793339611962438) | > loss_disc_real_4: 0.2520402669906616 (0.22816266887821257) | > loss_disc_real_5: 0.2655316889286041 (0.22333699627779424) | > loss_0: 2.487933397293091 (2.320101208984852) | > grad_norm_0: tensor(5.4784, device='cuda:0') (tensor(12.8227, device='cuda:0')) | > loss_gen: 2.3229451179504395 (2.520659986883402) | > loss_kl: 1.9651306867599487 (1.92810451798141) | > loss_feat: 6.89448881149292 (7.139034725725651) | > loss_mel: 18.443605422973633 (18.155830919742588) | > loss_duration: 2.0203495025634766 (2.030555119737983) | > loss_1: 31.64651870727539 (31.77418541908264) | > grad_norm_1: tensor(64.0945, device='cuda:0') (tensor(173.8534, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.36 (0.355422917753458) | > loader_time: 0.0037 (0.004195425659418105)  --> TIME: 2024-06-11 10:32:53 -- STEP: 89/330 -- GLOBAL_STEP: 233950 | > loss_disc: 2.342959403991699 (2.322446622205583) | > loss_disc_real_0: 0.12958575785160065 (0.10785724293817295) | > loss_disc_real_1: 0.21923208236694336 (0.19647065357545787) | > loss_disc_real_2: 0.21207593381404877 (0.21203705785649551) | > loss_disc_real_3: 0.211251363158226 (0.22708451094922055) | > loss_disc_real_4: 0.22587893903255463 (0.22836695176162078) | > loss_disc_real_5: 0.20742663741111755 (0.222390121958229) | > loss_0: 2.342959403991699 (2.322446622205583) | > grad_norm_0: tensor(11.4326, device='cuda:0') (tensor(11.9356, device='cuda:0')) | > loss_gen: 2.5119621753692627 (2.519415054428444) | > loss_kl: 1.9850677251815796 (1.9288322429978446) | > loss_feat: 7.093014240264893 (7.166810394672865) | > loss_mel: 17.527130126953125 (18.112012263094442) | > loss_duration: 2.033857822418213 (2.0227203757575394) | > loss_1: 31.151033401489258 (31.749790470251877) | > grad_norm_1: tensor(141.9148, device='cuda:0') (tensor(158.1828, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3895 (0.35809973920329224) | > loader_time: 0.0038 (0.004039745652273801)  --> TIME: 2024-06-11 10:33:02 -- STEP: 114/330 -- GLOBAL_STEP: 233975 | > loss_disc: 2.268249988555908 (2.3252815781978136) | > loss_disc_real_0: 0.09700095653533936 (0.1091139559356267) | > loss_disc_real_1: 0.1726677119731903 (0.1961755475454163) | > loss_disc_real_2: 0.18130475282669067 (0.21223469104683193) | > loss_disc_real_3: 0.2327437549829483 (0.22700986488346467) | > loss_disc_real_4: 0.22708964347839355 (0.227862239276108) | > loss_disc_real_5: 0.2063547521829605 (0.2215936007468324) | > loss_0: 2.268249988555908 (2.3252815781978136) | > grad_norm_0: tensor(31.3171, device='cuda:0') (tensor(13.1434, device='cuda:0')) | > loss_gen: 2.589975357055664 (2.514580442194353) | > loss_kl: 1.899863839149475 (1.9336185172984475) | > loss_feat: 7.682251453399658 (7.156949762712445) | > loss_mel: 18.041555404663086 (18.066873550415036) | > loss_duration: 2.027777910232544 (2.0224926105716774) | > loss_1: 32.241424560546875 (31.69451497730456) | > grad_norm_1: tensor(371.4435, device='cuda:0') (tensor(179.3900, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3634 (0.35949723344100143) | > loader_time: 0.0036 (0.003996851151449641)  --> TIME: 2024-06-11 10:33:11 -- STEP: 139/330 -- GLOBAL_STEP: 234000 | > loss_disc: 2.3808867931365967 (2.3308937000713756) | > loss_disc_real_0: 0.17602324485778809 (0.1114653710999506) | > loss_disc_real_1: 0.20569154620170593 (0.19640102821717162) | > loss_disc_real_2: 0.23230931162834167 (0.2126329736315089) | > loss_disc_real_3: 0.19365939497947693 (0.22695423962829783) | > loss_disc_real_4: 0.21034295856952667 (0.22790773352273078) | > loss_disc_real_5: 0.18309572339057922 (0.2218280100136352) | > loss_0: 2.3808867931365967 (2.3308937000713756) | > grad_norm_0: tensor(34.6780, device='cuda:0') (tensor(15.1792, device='cuda:0')) | > loss_gen: 2.5601041316986084 (2.516455245532578) | > loss_kl: 1.8789459466934204 (1.9398133754730225) | > loss_feat: 7.098248481750488 (7.146001942723775) | > loss_mel: 17.634946823120117 (18.109810081317267) | > loss_duration: 2.0856876373291016 (2.0269593480679635) | > loss_1: 31.257932662963867 (31.73904000426368) | > grad_norm_1: tensor(462.2954, device='cuda:0') (tensor(196.4277, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3803 (0.36078730933100206) | > loader_time: 0.0039 (0.004002248640540694) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_234000.pth  --> TIME: 2024-06-11 10:33:27 -- STEP: 164/330 -- GLOBAL_STEP: 234025 | > loss_disc: 2.442758560180664 (2.337436245708931) | > loss_disc_real_0: 0.14924629032611847 (0.11391033720588539) | > loss_disc_real_1: 0.20054593682289124 (0.19768260019581496) | > loss_disc_real_2: 0.18228420615196228 (0.2122634256758341) | > loss_disc_real_3: 0.23402009904384613 (0.22739570360721617) | > loss_disc_real_4: 0.2399924248456955 (0.2272816398521749) | > loss_disc_real_5: 0.1999838650226593 (0.2207353037850159) | > loss_0: 2.442758560180664 (2.337436245708931) | > grad_norm_0: tensor(6.8679, device='cuda:0') (tensor(17.9365, device='cuda:0')) | > loss_gen: 2.365170478820801 (2.516931637031276) | > loss_kl: 1.9820841550827026 (1.9403267786270235) | > loss_feat: 6.813559055328369 (7.141288027530763) | > loss_mel: 17.60103416442871 (18.078552478697237) | > loss_duration: 2.1163835525512695 (2.0299874333346772) | > loss_1: 30.878231048583984 (31.70708630724651) | > grad_norm_1: tensor(303.1548, device='cuda:0') (tensor(215.8880, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3806 (0.36881234878447) | > loader_time: 0.005 (0.0041124748020637345)  --> TIME: 2024-06-11 10:33:37 -- STEP: 189/330 -- GLOBAL_STEP: 234050 | > loss_disc: 2.1978392601013184 (2.343341245853081) | > loss_disc_real_0: 0.08795774728059769 (0.11474293724648536) | > loss_disc_real_1: 0.20333652198314667 (0.19762108179311907) | > loss_disc_real_2: 0.1986987292766571 (0.21300777658898995) | > loss_disc_real_3: 0.21799694001674652 (0.2289985490066034) | > loss_disc_real_4: 0.2348516285419464 (0.22844187158440787) | > loss_disc_real_5: 0.20509085059165955 (0.22159553504494764) | > loss_0: 2.1978392601013184 (2.343341245853081) | > grad_norm_0: tensor(20.6956, device='cuda:0') (tensor(21.0339, device='cuda:0')) | > loss_gen: 2.620602607727051 (2.5205294530858438) | > loss_kl: 2.1171603202819824 (1.9448878014529194) | > loss_feat: 6.743320941925049 (7.131532108972943) | > loss_mel: 17.254558563232422 (18.0451190484264) | > loss_duration: 2.1114158630371094 (2.0365809000358395) | > loss_1: 30.847057342529297 (31.678649236285498) | > grad_norm_1: tensor(381.9463, device='cuda:0') (tensor(232.7695, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.398 (0.37261133471494007) | > loader_time: 0.0056 (0.004228207169386447)  --> TIME: 2024-06-11 10:33:47 -- STEP: 214/330 -- GLOBAL_STEP: 234075 | > loss_disc: 2.507997512817383 (2.3447660876211724) | > loss_disc_real_0: 0.08455920219421387 (0.11590788875506303) | > loss_disc_real_1: 0.1436009556055069 (0.19725349858820998) | > loss_disc_real_2: 0.23175744712352753 (0.21311833054941393) | > loss_disc_real_3: 0.2441914677619934 (0.22880909013970993) | > loss_disc_real_4: 0.21014676988124847 (0.22777477610055533) | > loss_disc_real_5: 0.26203134655952454 (0.22147970939072492) | > loss_0: 2.507997512817383 (2.3447660876211724) | > grad_norm_0: tensor(13.9917, device='cuda:0') (tensor(23.2795, device='cuda:0')) | > loss_gen: 2.3403329849243164 (2.5197800832374075) | > loss_kl: 2.006165027618408 (1.9451595762065639) | > loss_feat: 6.733492851257324 (7.131792587654613) | > loss_mel: 17.954607009887695 (17.98984067685136) | > loss_duration: 2.1473002433776855 (2.0437621931049326) | > loss_1: 31.181900024414062 (31.630335076947077) | > grad_norm_1: tensor(355.9983, device='cuda:0') (tensor(249.3952, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.3983 (0.3758165234717254) | > loader_time: 0.005 (0.004313139157874562)  --> TIME: 2024-06-11 10:33:58 -- STEP: 239/330 -- GLOBAL_STEP: 234100 | > loss_disc: 2.359874725341797 (2.346843860139408) | > loss_disc_real_0: 0.11444396525621414 (0.11634163349617475) | > loss_disc_real_1: 0.21766939759254456 (0.19811750705272088) | > loss_disc_real_2: 0.22307075560092926 (0.21299780231888824) | > loss_disc_real_3: 0.2542838454246521 (0.22883279365974493) | > loss_disc_real_4: 0.2525440752506256 (0.2276285790748676) | > loss_disc_real_5: 0.2542451024055481 (0.22101668022167734) | > loss_0: 2.359874725341797 (2.346843860139408) | > grad_norm_0: tensor(61.3327, device='cuda:0') (tensor(24.6694, device='cuda:0')) | > loss_gen: 2.52811336517334 (2.5144851137903443) | > loss_kl: 1.9009126424789429 (1.9479477570146697) | > loss_feat: 7.018961429595947 (7.122863145054135) | > loss_mel: 17.613733291625977 (17.951627172685573) | > loss_duration: 2.0883562564849854 (2.0519669050950875) | > loss_1: 31.15007781982422 (31.588890099625207) | > grad_norm_1: tensor(618.9056, device='cuda:0') (tensor(263.3875, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.4223 (0.3797004302675256) | > loader_time: 0.0052 (0.0044133413785671085)  --> TIME: 2024-06-11 10:34:09 -- STEP: 264/330 -- GLOBAL_STEP: 234125 | > loss_disc: 2.3870127201080322 (2.347864186221903) | > loss_disc_real_0: 0.12486347556114197 (0.11720083002001047) | > loss_disc_real_1: 0.22519120573997498 (0.19819593994003357) | > loss_disc_real_2: 0.21887198090553284 (0.21300439056799267) | > loss_disc_real_3: 0.22504614293575287 (0.22873391408586144) | > loss_disc_real_4: 0.25716957449913025 (0.2279900930483233) | > loss_disc_real_5: 0.21028190851211548 (0.22094241676457) | > loss_0: 2.3870127201080322 (2.347864186221903) | > grad_norm_0: tensor(42.0525, device='cuda:0') (tensor(26.4772, device='cuda:0')) | > loss_gen: 2.491346597671509 (2.5158271934046885) | > loss_kl: 2.021815061569214 (1.9511682029926416) | > loss_feat: 7.5780463218688965 (7.13775895761721) | > loss_mel: 18.06295394897461 (17.920026222864788) | > loss_duration: 2.1735458374023438 (2.059290648861364) | > loss_1: 32.32770538330078 (31.584071231610846) | > grad_norm_1: tensor(409.5889, device='cuda:0') (tensor(276.2803, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.435 (0.38391064242883166) | > loader_time: 0.0056 (0.0045283852201519585)  --> TIME: 2024-06-11 10:34:20 -- STEP: 289/330 -- GLOBAL_STEP: 234150 | > loss_disc: 2.4462485313415527 (2.3500797426824342) | > loss_disc_real_0: 0.10536374896764755 (0.1167830846249851) | > loss_disc_real_1: 0.19794625043869019 (0.19865897756753084) | > loss_disc_real_2: 0.22452756762504578 (0.2133574256331863) | > loss_disc_real_3: 0.26664119958877563 (0.22924862296729775) | > loss_disc_real_4: 0.19056281447410583 (0.22749862358438103) | > loss_disc_real_5: 0.2302698940038681 (0.22060199757348295) | > loss_0: 2.4462485313415527 (2.3500797426824342) | > grad_norm_0: tensor(44.6764, device='cuda:0') (tensor(28.0091, device='cuda:0')) | > loss_gen: 2.4759364128112793 (2.519444850901831) | > loss_kl: 1.863089919090271 (1.9531334114734689) | > loss_feat: 6.112429141998291 (7.148991363683788) | > loss_mel: 15.947919845581055 (17.85879359525793) | > loss_duration: 2.2095141410827637 (2.0685613860720973) | > loss_1: 28.608890533447266 (31.54892460120178) | > grad_norm_1: tensor(495.9302, device='cuda:0') (tensor(292.1966, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.4584 (0.38950348725368406) | > loader_time: 0.0066 (0.004674608732177312)  --> TIME: 2024-06-11 10:34:33 -- STEP: 314/330 -- GLOBAL_STEP: 234175 | > loss_disc: 2.3760342597961426 (2.3501968368603157) | > loss_disc_real_0: 0.0989728718996048 (0.11784152442197891) | > loss_disc_real_1: 0.2005128562450409 (0.1987129512486184) | > loss_disc_real_2: 0.21026606857776642 (0.21310825759817836) | > loss_disc_real_3: 0.2587333619594574 (0.2289751040612817) | > loss_disc_real_4: 0.2514980733394623 (0.2276158513157231) | > loss_disc_real_5: 0.2509118914604187 (0.22049532645637063) | > loss_0: 2.3760342597961426 (2.3501968368603157) | > grad_norm_0: tensor(35.0280, device='cuda:0') (tensor(29.7344, device='cuda:0')) | > loss_gen: 2.5624966621398926 (2.5181827211076286) | > loss_kl: 1.9419914484024048 (1.9520822957063177) | > loss_feat: 7.645035743713379 (7.15504471359739) | > loss_mel: 17.7487850189209 (17.809175321250976) | > loss_duration: 2.2670962810516357 (2.0812152999981173) | > loss_1: 32.1654052734375 (31.515700303824843) | > grad_norm_1: tensor(397.1640, device='cuda:0') (tensor(304.8507, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.5351 (0.39863337225215434) | > loader_time: 0.0077 (0.0048898838128253914)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3080430030822754 (2.3080430030822754) | > loss_disc_real_0: 0.11063115298748016 (0.11063115298748016) | > loss_disc_real_1: 0.21650874614715576 (0.21650874614715576) | > loss_disc_real_2: 0.17082664370536804 (0.17082664370536804) | > loss_disc_real_3: 0.2158314734697342 (0.2158314734697342) | > loss_disc_real_4: 0.22361323237419128 (0.22361323237419128) | > loss_disc_real_5: 0.1993737518787384 (0.1993737518787384) | > loss_0: 2.3080430030822754 (2.3080430030822754) | > loss_gen: 2.3703014850616455 (2.3703014850616455) | > loss_kl: 1.6327929496765137 (1.6327929496765137) | > loss_feat: 7.111996173858643 (7.111996173858643) | > loss_mel: 15.280365943908691 (15.280365943908691) | > loss_duration: 2.920203447341919 (2.920203447341919) | > loss_1: 29.31566047668457 (29.31566047668457)  --> STEP: 1 | > loss_disc: 2.357677936553955 (2.357677936553955) | > loss_disc_real_0: 0.11163139343261719 (0.11163139343261719) | > loss_disc_real_1: 0.18684758245944977 (0.18684758245944977) | > loss_disc_real_2: 0.23512369394302368 (0.23512369394302368) | > loss_disc_real_3: 0.2779240906238556 (0.2779240906238556) | > loss_disc_real_4: 0.2477322220802307 (0.2477322220802307) | > loss_disc_real_5: 0.26565665006637573 (0.26565665006637573) | > loss_0: 2.357677936553955 (2.357677936553955) | > loss_gen: 2.4073028564453125 (2.4073028564453125) | > loss_kl: 2.104943037033081 (2.104943037033081) | > loss_feat: 5.998586654663086 (5.998586654663086) | > loss_mel: 17.56805419921875 (17.56805419921875) | > loss_duration: 2.4574573040008545 (2.4574573040008545) | > loss_1: 30.536344528198242 (30.536344528198242)  --> STEP: 2 | > loss_disc: 2.3354766368865967 (2.346577286720276) | > loss_disc_real_0: 0.06343570351600647 (0.08753354847431183) | > loss_disc_real_1: 0.17392826080322266 (0.1803879216313362) | > loss_disc_real_2: 0.21052922308444977 (0.22282645851373672) | > loss_disc_real_3: 0.25900566577911377 (0.2684648782014847) | > loss_disc_real_4: 0.271040678024292 (0.25938645005226135) | > loss_disc_real_5: 0.278124064207077 (0.2718903571367264) | > loss_0: 2.3354766368865967 (2.346577286720276) | > loss_gen: 2.4007492065429688 (2.4040260314941406) | > loss_kl: 2.696194648742676 (2.4005688428878784) | > loss_feat: 5.926238536834717 (5.962412595748901) | > loss_mel: 19.155668258666992 (18.36186122894287) | > loss_duration: 2.5349605083465576 (2.496208906173706) | > loss_1: 32.713809967041016 (31.62507724761963)  --> STEP: 3 | > loss_disc: 2.513876438140869 (2.40234367052714) | > loss_disc_real_0: 0.16916251182556152 (0.1147432029247284) | > loss_disc_real_1: 0.17157813906669617 (0.17745132744312286) | > loss_disc_real_2: 0.19864819943904877 (0.21476703882217407) | > loss_disc_real_3: 0.19242997467517853 (0.24311991035938263) | > loss_disc_real_4: 0.2327892780303955 (0.2505207260449727) | > loss_disc_real_5: 0.19311340153217316 (0.24563137193520865) | > loss_0: 2.513876438140869 (2.40234367052714) | > loss_gen: 2.0995988845825195 (2.3025503158569336) | > loss_kl: 2.9191834926605225 (2.5734403928120932) | > loss_feat: 5.379786968231201 (5.768204053243001) | > loss_mel: 16.594619750976562 (17.772780736287434) | > loss_duration: 2.360992908477783 (2.451136906941732) | > loss_1: 29.35417938232422 (30.86811129252116)  --> STEP: 4 | > loss_disc: 2.3485422134399414 (2.3888933062553406) | > loss_disc_real_0: 0.1340734362602234 (0.11957576125860214) | > loss_disc_real_1: 0.13929948210716248 (0.16791336610913277) | > loss_disc_real_2: 0.17791388928890228 (0.20555375143885612) | > loss_disc_real_3: 0.2471887171268463 (0.24413711205124855) | > loss_disc_real_4: 0.24441631138324738 (0.2489946223795414) | > loss_disc_real_5: 0.24410799145698547 (0.24525052681565285) | > loss_0: 2.3485422134399414 (2.3888933062553406) | > loss_gen: 2.4224143028259277 (2.332516312599182) | > loss_kl: 2.453068733215332 (2.543347477912903) | > loss_feat: 7.377247333526611 (6.170464873313904) | > loss_mel: 18.04082679748535 (17.839792251586914) | > loss_duration: 2.345963478088379 (2.4248435497283936) | > loss_1: 32.639522552490234 (31.310964107513428)  --> STEP: 5 | > loss_disc: 2.26479434967041 (2.3640735149383545) | > loss_disc_real_0: 0.1726912260055542 (0.13019885420799254) | > loss_disc_real_1: 0.15305034816265106 (0.16494076251983641) | > loss_disc_real_2: 0.18331502377986908 (0.2011060059070587) | > loss_disc_real_3: 0.19854487478733063 (0.23501866459846496) | > loss_disc_real_4: 0.22893597185611725 (0.24498289227485656) | > loss_disc_real_5: 0.21816222369670868 (0.239832866191864) | > loss_0: 2.26479434967041 (2.3640735149383545) | > loss_gen: 2.3404884338378906 (2.334110736846924) | > loss_kl: 2.2344436645507812 (2.4815667152404783) | > loss_feat: 5.6821465492248535 (6.072801208496093) | > loss_mel: 19.3399600982666 (18.13982582092285) | > loss_duration: 2.411644220352173 (2.4222036838531493) | > loss_1: 32.00868225097656 (31.450507736206056)  --> STEP: 6 | > loss_disc: 2.4906978607177734 (2.385177572568258) | > loss_disc_real_0: 0.14522811770439148 (0.13270373145739237) | > loss_disc_real_1: 0.27725398540496826 (0.18365963300069174) | > loss_disc_real_2: 0.26160988211631775 (0.21118998527526855) | > loss_disc_real_3: 0.21684500575065613 (0.23198972145716348) | > loss_disc_real_4: 0.21885547041893005 (0.2406283219655355) | > loss_disc_real_5: 0.18096022307872772 (0.2300207590063413) | > loss_0: 2.4906978607177734 (2.385177572568258) | > loss_gen: 2.12652587890625 (2.299513260523478) | > loss_kl: 2.5912647247314453 (2.499849716822306) | > loss_feat: 4.724334716796875 (5.848056793212891) | > loss_mel: 14.183223724365234 (17.48039213816325) | > loss_duration: 2.169163227081299 (2.3800302743911743) | > loss_1: 25.794511795043945 (30.50784174601237)  --> STEP: 7 | > loss_disc: 2.611365795135498 (2.417490175792149) | > loss_disc_real_0: 0.10732157528400421 (0.12907770914690836) | > loss_disc_real_1: 0.27250465750694275 (0.19635177935872758) | > loss_disc_real_2: 0.23736415803432465 (0.21492915281227656) | > loss_disc_real_3: 0.25503653287887573 (0.23528212308883667) | > loss_disc_real_4: 0.26334238052368164 (0.24387318747384207) | > loss_disc_real_5: 0.2922808527946472 (0.23891505811895644) | > loss_0: 2.611365795135498 (2.417490175792149) | > loss_gen: 2.173261880874634 (2.2814773491450717) | > loss_kl: 3.8176331520080566 (2.6881044932774136) | > loss_feat: 4.622617244720459 (5.672994000571115) | > loss_mel: 18.012531280517578 (17.55641201564244) | > loss_duration: 2.586442708969116 (2.409517765045166) | > loss_1: 31.212486267089844 (30.608505249023438)  --> STEP: 8 | > loss_disc: 2.6856956481933594 (2.4510158598423004) | > loss_disc_real_0: 0.1287338137626648 (0.1290347222238779) | > loss_disc_real_1: 0.08400918543338776 (0.1823089551180601) | > loss_disc_real_2: 0.1342974752187729 (0.2048501931130886) | > loss_disc_real_3: 0.14059925079345703 (0.22344676405191422) | > loss_disc_real_4: 0.16073855757713318 (0.23348135873675346) | > loss_disc_real_5: 0.19391517341136932 (0.23329007253050804) | > loss_0: 2.6856956481933594 (2.4510158598423004) | > loss_gen: 1.576371669769287 (2.1933391392230988) | > loss_kl: 2.646329879760742 (2.6828826665878296) | > loss_feat: 11.789926528930664 (6.437610566616058) | > loss_mel: 19.179893493652344 (17.759347200393677) | > loss_duration: 2.285233974456787 (2.3939822912216187) | > loss_1: 37.477752685546875 (31.467161178588867)  --> STEP: 9 | > loss_disc: 2.499912738800049 (2.4564488463931613) | > loss_disc_real_0: 0.1526665985584259 (0.1316604862610499) | > loss_disc_real_1: 0.20362506806850433 (0.18467741211255392) | > loss_disc_real_2: 0.19001531600952148 (0.20320187343491447) | > loss_disc_real_3: 0.16672447323799133 (0.21714428729481167) | > loss_disc_real_4: 0.22293266654014587 (0.2323092818260193) | > loss_disc_real_5: 0.17835137248039246 (0.22718577252493966) | > loss_0: 2.499912738800049 (2.4564488463931613) | > loss_gen: 2.049330711364746 (2.177338202794393) | > loss_kl: 3.323225498199463 (2.754031870100233) | > loss_feat: 8.440667152404785 (6.660172409481472) | > loss_mel: 19.110679626464844 (17.909495247734917) | > loss_duration: 2.1238155364990234 (2.363963762919108) | > loss_1: 35.04772186279297 (31.865001254611546)  --> STEP: 10 | > loss_disc: 2.441804885864258 (2.454984450340271) | > loss_disc_real_0: 0.17650365829467773 (0.13614480346441268) | > loss_disc_real_1: 0.22576995193958282 (0.1887866660952568) | > loss_disc_real_2: 0.20915430784225464 (0.2037971168756485) | > loss_disc_real_3: 0.19418452680110931 (0.21484831124544143) | > loss_disc_real_4: 0.23729120194911957 (0.2328074738383293) | > loss_disc_real_5: 0.2615814507007599 (0.23062534034252166) | > loss_0: 2.441804885864258 (2.454984450340271) | > loss_gen: 2.344256639480591 (2.1940300464630127) | > loss_kl: 2.256342649459839 (2.704262948036194) | > loss_feat: 7.034913063049316 (6.6976464748382565) | > loss_mel: 19.681549072265625 (18.086700630187988) | > loss_duration: 2.3687961101531982 (2.364446997642517) | > loss_1: 33.68585968017578 (32.04708709716797)  --> STEP: 11 | > loss_disc: 2.393014669418335 (2.4493508338928223) | > loss_disc_real_0: 0.11917471885681152 (0.1346020685000853) | > loss_disc_real_1: 0.11002769321203232 (0.18162675946950912) | > loss_disc_real_2: 0.2380501925945282 (0.2069110328500921) | > loss_disc_real_3: 0.18596544861793518 (0.21222259646112268) | > loss_disc_real_4: 0.202987402677536 (0.2300965582782572) | > loss_disc_real_5: 0.22324442863464355 (0.22995434836907822) | > loss_0: 2.393014669418335 (2.4493508338928223) | > loss_gen: 2.223548650741577 (2.1967135559428823) | > loss_kl: 3.1224632263183594 (2.7422811551527544) | > loss_feat: 6.253627300262451 (6.657281095331365) | > loss_mel: 17.82258415222168 (18.06269004128196) | > loss_duration: 2.453827142715454 (2.3725724653764204) | > loss_1: 31.87605094909668 (32.03153835643422)  --> STEP: 12 | > loss_disc: 2.303736686706543 (2.437216321627299) | > loss_disc_real_0: 0.06533917784690857 (0.1288301609456539) | > loss_disc_real_1: 0.20247596502304077 (0.18336419326563677) | > loss_disc_real_2: 0.13713303208351135 (0.20109619945287704) | > loss_disc_real_3: 0.19237551093101501 (0.21056867266694704) | > loss_disc_real_4: 0.18984760344028473 (0.22674247870842615) | > loss_disc_real_5: 0.17346924543380737 (0.22524725645780563) | > loss_0: 2.303736686706543 (2.437216321627299) | > loss_gen: 2.1249570846557617 (2.190733850002289) | > loss_kl: 2.0635437965393066 (2.6857197086016336) | > loss_feat: 7.882088661193848 (6.759348392486572) | > loss_mel: 19.556547164916992 (18.187178134918213) | > loss_duration: 2.219085693359375 (2.3597819010416665) | > loss_1: 33.846221923828125 (32.18276198705038)  --> STEP: 13 | > loss_disc: 2.5038721561431885 (2.442343693513137) | > loss_disc_real_0: 0.11669659614562988 (0.12789680980719048) | > loss_disc_real_1: 0.22312447428703308 (0.18642267642112878) | > loss_disc_real_2: 0.19590719044208527 (0.20069704491358537) | > loss_disc_real_3: 0.1921897530555725 (0.20915490961991823) | > loss_disc_real_4: 0.2696344256401062 (0.2300418592416323) | > loss_disc_real_5: 0.22364750504493713 (0.22512419865681574) | > loss_0: 2.5038721561431885 (2.442343693513137) | > loss_gen: 2.120612144470215 (2.185339872653668) | > loss_kl: 3.060478448867798 (2.7145473040067234) | > loss_feat: 9.62243366241455 (6.979585720942571) | > loss_mel: 17.966598510742188 (18.170210471520058) | > loss_duration: 2.2667791843414307 (2.352627845910879) | > loss_1: 35.036903381347656 (32.40231132507324)  --> STEP: 14 | > loss_disc: 2.339266777038574 (2.4349810566220964) | > loss_disc_real_0: 0.1208316758275032 (0.12739215738006995) | > loss_disc_real_1: 0.19317680597305298 (0.18690511424626624) | > loss_disc_real_2: 0.2287195920944214 (0.20269865542650223) | > loss_disc_real_3: 0.24016492068767548 (0.21136991041047232) | > loss_disc_real_4: 0.2078210413455963 (0.22845465796334402) | > loss_disc_real_5: 0.1915764957666397 (0.22272793416466033) | > loss_0: 2.339266777038574 (2.4349810566220964) | > loss_gen: 2.3713796138763428 (2.198628425598145) | > loss_kl: 3.6827354431152344 (2.7837035996573314) | > loss_feat: 6.355675220489502 (6.935020685195923) | > loss_mel: 18.665775299072266 (18.205607959202357) | > loss_duration: 2.3372507095336914 (2.3515294790267944) | > loss_1: 33.41281509399414 (32.47449016571045)  --> STEP: 15 | > loss_disc: 2.730581283569336 (2.454687738418579) | > loss_disc_real_0: 0.24483966827392578 (0.13522199143966032) | > loss_disc_real_1: 0.21194122731685638 (0.18857418845097224) | > loss_disc_real_2: 0.17007754743099213 (0.2005239148934682) | > loss_disc_real_3: 0.178177148103714 (0.20915705959002176) | > loss_disc_real_4: 0.20038042962551117 (0.22658304274082183) | > loss_disc_real_5: 0.18706253170967102 (0.22035024066766104) | > loss_0: 2.730581283569336 (2.454687738418579) | > loss_gen: 1.9365427494049072 (2.1811560471852625) | > loss_kl: 2.9986801147460938 (2.7980353673299154) | > loss_feat: 8.090827941894531 (7.012074502309163) | > loss_mel: 17.80562400817871 (18.17894236246745) | > loss_duration: 2.3935656547546387 (2.354331890741984) | > loss_1: 33.22523880004883 (32.52454007466634)  --> STEP: 16 | > loss_disc: 2.515120506286621 (2.4584647864103317) | > loss_disc_real_0: 0.13076479732990265 (0.13494341680780048) | > loss_disc_real_1: 0.21228553354740143 (0.19005614751949906) | > loss_disc_real_2: 0.22561392188072205 (0.20209204033017159) | > loss_disc_real_3: 0.2304382026195526 (0.21048713102936745) | > loss_disc_real_4: 0.22199968993663788 (0.22629658319056034) | > loss_disc_real_5: 0.19536572694778442 (0.21878870856016874) | > loss_0: 2.515120506286621 (2.4584647864103317) | > loss_gen: 2.073282241821289 (2.174413934350014) | > loss_kl: 2.756765365600586 (2.7954559922218323) | > loss_feat: 6.348693370819092 (6.970613181591034) | > loss_mel: 16.58018684387207 (18.079020142555237) | > loss_duration: 2.363434314727783 (2.3549007922410965) | > loss_1: 30.12236213684082 (32.374403953552246)  --> STEP: 17 | > loss_disc: 2.469975233078003 (2.45914187150843) | > loss_disc_real_0: 0.15581050515174866 (0.1361708925927386) | > loss_disc_real_1: 0.19178996980190277 (0.19015813706552281) | > loss_disc_real_2: 0.15781085193157196 (0.19948726454201868) | > loss_disc_real_3: 0.18879105150699615 (0.20921089105746327) | > loss_disc_real_4: 0.23155856132507324 (0.22660611131611993) | > loss_disc_real_5: 0.3044058382511139 (0.22382501030669494) | > loss_0: 2.469975233078003 (2.45914187150843) | > loss_gen: 2.139415740966797 (2.172355217092178) | > loss_kl: 2.3615801334381104 (2.769933882881613) | > loss_feat: 4.630359649658203 (6.8329512091243965) | > loss_mel: 17.235671997070312 (18.029411428114948) | > loss_duration: 2.4461820125579834 (2.3602702757891487) | > loss_1: 28.813209533691406 (32.16492192885455)  --> STEP: 18 | > loss_disc: 2.282130718231201 (2.449307918548584) | > loss_disc_real_0: 0.07769117504358292 (0.13292201939556328) | > loss_disc_real_1: 0.09509063512086868 (0.1848766091797087) | > loss_disc_real_2: 0.13549254834651947 (0.1959320025311576) | > loss_disc_real_3: 0.14778585731983185 (0.2057983891831504) | > loss_disc_real_4: 0.19623446464538574 (0.22491879761219025) | > loss_disc_real_5: 0.12473020702600479 (0.2183197434577677) | > loss_0: 2.282130718231201 (2.449307918548584) | > loss_gen: 2.013075113296509 (2.163506322436863) | > loss_kl: 2.5398294925689697 (2.757150305642022) | > loss_feat: 9.697745323181152 (6.9921064376831055) | > loss_mel: 18.70288848876953 (18.066826820373535) | > loss_duration: 2.2763118743896484 (2.3556059201558432) | > loss_1: 35.22985076904297 (32.33519575330946)  --> STEP: 19 | > loss_disc: 2.5012450218200684 (2.4520414502997148) | > loss_disc_real_0: 0.19032904505729675 (0.13594344179881243) | > loss_disc_real_1: 0.19027572870254517 (0.18516077336512113) | > loss_disc_real_2: 0.18695734441280365 (0.1954596521038758) | > loss_disc_real_3: 0.22309088706970215 (0.20670852065086365) | > loss_disc_real_4: 0.20531457662582397 (0.22388699650764465) | > loss_disc_real_5: 0.2407313734292984 (0.21949930292995354) | > loss_0: 2.5012450218200684 (2.4520414502997148) | > loss_gen: 2.0776970386505127 (2.1589900443428447) | > loss_kl: 2.2237794399261475 (2.7290781548148706) | > loss_feat: 7.929318904876709 (7.041433409640663) | > loss_mel: 17.684633255004883 (18.046711369564658) | > loss_duration: 2.3323988914489746 (2.354384497592324) | > loss_1: 32.247825622558594 (32.33059732537521)  --> STEP: 20 | > loss_disc: 2.3333938121795654 (2.4461090683937075) | > loss_disc_real_0: 0.15401090681552887 (0.13684681504964827) | > loss_disc_real_1: 0.2160373032093048 (0.18670459985733032) | > loss_disc_real_2: 0.21503318846225739 (0.19643832892179489) | > loss_disc_real_3: 0.2118145078420639 (0.20696382001042365) | > loss_disc_real_4: 0.18936873972415924 (0.22216108366847037) | > loss_disc_real_5: 0.2070985734462738 (0.21887926645576955) | > loss_0: 2.3333938121795654 (2.4461090683937075) | > loss_gen: 2.3328306674957275 (2.167682075500489) | > loss_kl: 2.6227149963378906 (2.7237599968910216) | > loss_feat: 7.034849643707275 (7.0411042213439945) | > loss_mel: 19.026836395263672 (18.09571762084961) | > loss_duration: 2.338432550430298 (2.3535869002342222) | > loss_1: 33.35566329956055 (32.38185062408447)  --> STEP: 21 | > loss_disc: 2.3668158054351807 (2.4423331987290156) | > loss_disc_real_0: 0.09714120626449585 (0.13495607177416483) | > loss_disc_real_1: 0.16842728853225708 (0.1858342516989935) | > loss_disc_real_2: 0.17822356522083282 (0.19557095922174908) | > loss_disc_real_3: 0.21601636707782745 (0.20739489368030004) | > loss_disc_real_4: 0.20787478983402252 (0.2214807839620681) | > loss_disc_real_5: 0.1757006198167801 (0.21682314042534148) | > loss_0: 2.3668158054351807 (2.4423331987290156) | > loss_gen: 2.020371913909912 (2.1606673059009376) | > loss_kl: 1.8907550573349 (2.684093095007397) | > loss_feat: 4.858154296875 (6.937154224940708) | > loss_mel: 15.326733589172363 (17.963861238388787) | > loss_duration: 2.141782522201538 (2.3435009774707614) | > loss_1: 26.2377986907959 (32.0892767224993)  --> STEP: 22 | > loss_disc: 2.3745739459991455 (2.43925323269584) | > loss_disc_real_0: 0.08994671702384949 (0.13291019201278687) | > loss_disc_real_1: 0.1331617385149002 (0.183440046554262) | > loss_disc_real_2: 0.19743752479553223 (0.1956558031114665) | > loss_disc_real_3: 0.2208261787891388 (0.2080054066397927) | > loss_disc_real_4: 0.26373589038848877 (0.22340147061781448) | > loss_disc_real_5: 0.24177029728889465 (0.21795710210095753) | > loss_0: 2.3745739459991455 (2.43925323269584) | > loss_gen: 2.1372480392456055 (2.1596027937802407) | > loss_kl: 1.9485303163528442 (2.6506584232503716) | > loss_feat: 6.372261047363281 (6.911477262323553) | > loss_mel: 17.426088333129883 (17.939417015422475) | > loss_duration: 2.205148935317993 (2.337212248281999) | > loss_1: 30.089277267456055 (31.99836765636097)  --> STEP: 23 | > loss_disc: 2.489011287689209 (2.4414166263912036) | > loss_disc_real_0: 0.15884065628051758 (0.1340376035026882) | > loss_disc_real_1: 0.27514463663101196 (0.18742720264455545) | > loss_disc_real_2: 0.28888940811157227 (0.1997094381114711) | > loss_disc_real_3: 0.17117249965667725 (0.2064039759013964) | > loss_disc_real_4: 0.22559602558612823 (0.22349688605121945) | > loss_disc_real_5: 0.24109633266925812 (0.21896315560392712) | > loss_0: 2.489011287689209 (2.4414166263912036) | > loss_gen: 2.3158392906188965 (2.166395684947139) | > loss_kl: 2.3223493099212646 (2.6363841139751933) | > loss_feat: 6.365530490875244 (6.887740446173626) | > loss_mel: 16.137481689453125 (17.861072001249894) | > loss_duration: 2.2946062088012695 (2.335359811782837) | > loss_1: 29.435806274414062 (31.886951944102407)  --> STEP: 24 | > loss_disc: 2.3740146160125732 (2.4386082092920938) | > loss_disc_real_0: 0.05151645839214325 (0.1305992224564155) | > loss_disc_real_1: 0.1533423364162445 (0.18600699988504252) | > loss_disc_real_2: 0.23059289157390594 (0.20099624867240587) | > loss_disc_real_3: 0.17020311951637268 (0.20489560688535371) | > loss_disc_real_4: 0.18641015887260437 (0.22195160575211048) | > loss_disc_real_5: 0.18240445852279663 (0.21743987655888) | > loss_0: 2.3740146160125732 (2.4386082092920938) | > loss_gen: 2.136540651321411 (2.1651517252127337) | > loss_kl: 2.654374837875366 (2.6371337274710336) | > loss_feat: 9.7498140335083 (7.0069935123125715) | > loss_mel: 18.207929611206055 (17.875524401664734) | > loss_duration: 2.400383472442627 (2.338069130976995) | > loss_1: 35.14904022216797 (32.022872289021805)  --> STEP: 25 | > loss_disc: 2.4073829650878906 (2.4373591995239257) | > loss_disc_real_0: 0.13370747864246368 (0.1307235527038574) | > loss_disc_real_1: 0.1821180135011673 (0.1858514404296875) | > loss_disc_real_2: 0.21586456894874573 (0.20159098148345947) | > loss_disc_real_3: 0.2006346434354782 (0.2047251683473587) | > loss_disc_real_4: 0.21378429234027863 (0.2216249132156372) | > loss_disc_real_5: 0.18955819308757782 (0.2163246092200279) | > loss_0: 2.4073829650878906 (2.4373591995239257) | > loss_gen: 2.004817008972168 (2.1587383365631108) | > loss_kl: 2.5597646236419678 (2.634038963317871) | > loss_feat: 4.497272491455078 (6.906604671478272) | > loss_mel: 13.289102554321289 (17.692067527770995) | > loss_duration: 2.399228811264038 (2.3405155181884765) | > loss_1: 24.750185012817383 (31.731964797973628)  --> STEP: 26 | > loss_disc: 2.5328874588012695 (2.441033363342285) | > loss_disc_real_0: 0.12367262691259384 (0.13045236325034726) | > loss_disc_real_1: 0.10063878446817398 (0.1825740305850139) | > loss_disc_real_2: 0.1242578849196434 (0.1986166316156204) | > loss_disc_real_3: 0.12392999976873398 (0.20161766186356544) | > loss_disc_real_4: 0.19765259325504303 (0.22070290090946051) | > loss_disc_real_5: 0.12766610085964203 (0.21291466659078231) | > loss_0: 2.5328874588012695 (2.441033363342285) | > loss_gen: 1.7604440450668335 (2.1434193253517155) | > loss_kl: 2.382599115371704 (2.624368199935326) | > loss_feat: 9.549959182739258 (7.008272152680617) | > loss_mel: 19.24665069580078 (17.75185918807983) | > loss_duration: 2.267813205718994 (2.337719275401189) | > loss_1: 35.20746612548828 (31.86563792595496) --> EVAL PERFORMANCE | > avg_loader_time: 0.002541487033550556 (+6.869206061730021e-05) | > avg_loss_disc: 2.441033363342285 (+0.048821916946998556) | > avg_loss_disc_real_0: 0.13045236325034726 (+0.009850598012025508) | > avg_loss_disc_real_1: 0.1825740305850139 (-0.057389528992084354) | > avg_loss_disc_real_2: 0.1986166316156204 (-0.030110494735149235) | > avg_loss_disc_real_3: 0.20161766186356544 (-0.07280000385183555) | > avg_loss_disc_real_4: 0.22070290090946051 (-0.042207764891477734) | > avg_loss_disc_real_5: 0.21291466659078231 (-0.052430208772420855) | > avg_loss_0: 2.441033363342285 (+0.048821916946998556) | > avg_loss_gen: 2.1434193253517155 (-0.5353322350061851) | > avg_loss_kl: 2.624368199935326 (+0.036898654240828055) | > avg_loss_feat: 7.008272152680617 (-0.2570999769064093) | > avg_loss_mel: 17.75185918807983 (-0.13156982568595055) | > avg_loss_duration: 2.337719275401189 (+0.014373073211082943) | > avg_loss_1: 31.86563792595496 (-0.8727303284865293)  > EPOCH: 443/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:35:02)   --> TIME: 2024-06-11 10:35:06 -- STEP: 9/330 -- GLOBAL_STEP: 234200 | > loss_disc: 2.3216936588287354 (2.2955266899532742) | > loss_disc_real_0: 0.10363917797803879 (0.10081095082892312) | > loss_disc_real_1: 0.20931625366210938 (0.19777769512600368) | > loss_disc_real_2: 0.23055504262447357 (0.2097851054535972) | > loss_disc_real_3: 0.2154107689857483 (0.2308017892969979) | > loss_disc_real_4: 0.22784918546676636 (0.23781919148233202) | > loss_disc_real_5: 0.19876770675182343 (0.2328523016638226) | > loss_0: 2.3216936588287354 (2.2955266899532742) | > grad_norm_0: tensor(9.0389, device='cuda:0') (tensor(7.0772, device='cuda:0')) | > loss_gen: 2.4675791263580322 (2.5478580792744956) | > loss_kl: 1.764207124710083 (1.8793450991312664) | > loss_feat: 7.208122730255127 (6.94507031970554) | > loss_mel: 18.837093353271484 (18.426054424709744) | > loss_duration: 2.113377332687378 (2.162120739618937) | > loss_1: 32.390380859375 (31.96044879489475) | > grad_norm_1: tensor(68.5241, device='cuda:0') (tensor(95.8821, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3479 (0.3566780885060628) | > loader_time: 0.003 (0.0030078358120388454)  --> TIME: 2024-06-11 10:35:15 -- STEP: 34/330 -- GLOBAL_STEP: 234225 | > loss_disc: 2.3266470432281494 (2.317230638335733) | > loss_disc_real_0: 0.08990669250488281 (0.10303293190458242) | > loss_disc_real_1: 0.17890620231628418 (0.19773476614671595) | > loss_disc_real_2: 0.1960350126028061 (0.21101970970630646) | > loss_disc_real_3: 0.217909038066864 (0.2269991794053246) | > loss_disc_real_4: 0.25939759612083435 (0.2285150109845049) | > loss_disc_real_5: 0.2528229057788849 (0.21908110993749955) | > loss_0: 2.3266470432281494 (2.317230638335733) | > grad_norm_0: tensor(17.9870, device='cuda:0') (tensor(9.0601, device='cuda:0')) | > loss_gen: 2.512712240219116 (2.541754498201258) | > loss_kl: 1.925272822380066 (1.8716459484661327) | > loss_feat: 7.162928581237793 (7.1409551255843216) | > loss_mel: 18.290756225585938 (18.269460565903607) | > loss_duration: 2.0911927223205566 (2.060671799323138) | > loss_1: 31.98286247253418 (31.88448782528148) | > grad_norm_1: tensor(251.4498, device='cuda:0') (tensor(111.4575, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3684 (0.35910555194405946) | > loader_time: 0.0035 (0.0032483619802138384)  --> TIME: 2024-06-11 10:35:25 -- STEP: 59/330 -- GLOBAL_STEP: 234250 | > loss_disc: 2.386112928390503 (2.3235313811544644) | > loss_disc_real_0: 0.09246934205293655 (0.10576710647950738) | > loss_disc_real_1: 0.17084862291812897 (0.19718412701356208) | > loss_disc_real_2: 0.18885532021522522 (0.2100686802197311) | > loss_disc_real_3: 0.2350119948387146 (0.2270637851650432) | > loss_disc_real_4: 0.2386573702096939 (0.22911832418482184) | > loss_disc_real_5: 0.23354439437389374 (0.2208325534553851) | > loss_0: 2.386112928390503 (2.3235313811544644) | > grad_norm_0: tensor(12.5198, device='cuda:0') (tensor(11.3590, device='cuda:0')) | > loss_gen: 2.458451271057129 (2.5297473406387594) | > loss_kl: 1.7087689638137817 (1.8552900310290061) | > loss_feat: 6.547087669372559 (7.105846130241782) | > loss_mel: 17.011438369750977 (18.209134635278726) | > loss_duration: 1.9723116159439087 (2.0345991890309234) | > loss_1: 29.698057174682617 (31.734617103964595) | > grad_norm_1: tensor(172.3042, device='cuda:0') (tensor(136.0284, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3629 (0.3704258708630578) | > loader_time: 0.0043 (0.003511040897692664)  --> TIME: 2024-06-11 10:35:35 -- STEP: 84/330 -- GLOBAL_STEP: 234275 | > loss_disc: 2.309142589569092 (2.331072685264406) | > loss_disc_real_0: 0.137846440076828 (0.10871018052455925) | > loss_disc_real_1: 0.16358521580696106 (0.19884393577064788) | > loss_disc_real_2: 0.22040128707885742 (0.21039755252145587) | > loss_disc_real_3: 0.22774575650691986 (0.2285807334950992) | > loss_disc_real_4: 0.21278907358646393 (0.2295178347045467) | > loss_disc_real_5: 0.20324216783046722 (0.2200084589421749) | > loss_0: 2.309142589569092 (2.331072685264406) | > grad_norm_0: tensor(13.9487, device='cuda:0') (tensor(10.7239, device='cuda:0')) | > loss_gen: 2.448914051055908 (2.525637146972474) | > loss_kl: 1.9029104709625244 (1.872044713724227) | > loss_feat: 6.838900566101074 (7.1538659163883755) | > loss_mel: 17.978137969970703 (18.152184849693658) | > loss_duration: 2.0946803092956543 (2.0254421092215047) | > loss_1: 31.26354217529297 (31.729174591246107) | > grad_norm_1: tensor(64.3207, device='cuda:0') (tensor(126.0152, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3709 (0.371850921994164) | > loader_time: 0.0043 (0.00356585355032058)  --> TIME: 2024-06-11 10:35:44 -- STEP: 109/330 -- GLOBAL_STEP: 234300 | > loss_disc: 2.3846447467803955 (2.3385548088528694) | > loss_disc_real_0: 0.09156884253025055 (0.11013233306211069) | > loss_disc_real_1: 0.22708773612976074 (0.19997609358861906) | > loss_disc_real_2: 0.1833266317844391 (0.21209012983588998) | > loss_disc_real_3: 0.2427297830581665 (0.2285112279270767) | > loss_disc_real_4: 0.21772727370262146 (0.22893844408179642) | > loss_disc_real_5: 0.22809024155139923 (0.21887117747319948) | > loss_0: 2.3846447467803955 (2.3385548088528694) | > grad_norm_0: tensor(22.6384, device='cuda:0') (tensor(11.2671, device='cuda:0')) | > loss_gen: 2.5447607040405273 (2.51938633743776) | > loss_kl: 2.027261257171631 (1.876225244014635) | > loss_feat: 6.705584526062012 (7.143061069173551) | > loss_mel: 17.98210334777832 (18.11437188594713) | > loss_duration: 1.9626061916351318 (2.0249302354427665) | > loss_1: 31.222314834594727 (31.677974613434678) | > grad_norm_1: tensor(235.3880, device='cuda:0') (tensor(131.2337, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3862 (0.37217695122465083) | > loader_time: 0.0044 (0.003621950062043076)  --> TIME: 2024-06-11 10:35:54 -- STEP: 134/330 -- GLOBAL_STEP: 234325 | > loss_disc: 2.4296352863311768 (2.3375891482652125) | > loss_disc_real_0: 0.14874309301376343 (0.11199840958883513) | > loss_disc_real_1: 0.19457261264324188 (0.19995798782181384) | > loss_disc_real_2: 0.19750483334064484 (0.21204301192244487) | > loss_disc_real_3: 0.22441509366035461 (0.2272382089451178) | > loss_disc_real_4: 0.2039608210325241 (0.22811678051948547) | > loss_disc_real_5: 0.21398760378360748 (0.2188810017793926) | > loss_0: 2.4296352863311768 (2.3375891482652125) | > grad_norm_0: tensor(15.1776, device='cuda:0') (tensor(12.3924, device='cuda:0')) | > loss_gen: 2.4998950958251953 (2.5218879233545324) | > loss_kl: 1.9663500785827637 (1.8882288594744099) | > loss_feat: 7.6620259284973145 (7.171336280765818) | > loss_mel: 19.08422088623047 (18.143143056043943) | > loss_duration: 2.040940284729004 (2.0277821706302155) | > loss_1: 33.25343322753906 (31.752378207534107) | > grad_norm_1: tensor(295.7755, device='cuda:0') (tensor(151.7634, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3721 (0.37351412203774526) | > loader_time: 0.0051 (0.003741641542804775)  --> TIME: 2024-06-11 10:36:04 -- STEP: 159/330 -- GLOBAL_STEP: 234350 | > loss_disc: 2.311882495880127 (2.3420810504529466) | > loss_disc_real_0: 0.14658813178539276 (0.11294968543375063) | > loss_disc_real_1: 0.16544578969478607 (0.20000648985868724) | > loss_disc_real_2: 0.19883766770362854 (0.21323584235689175) | > loss_disc_real_3: 0.21762044727802277 (0.22729081721425806) | > loss_disc_real_4: 0.20152468979358673 (0.22778877372261863) | > loss_disc_real_5: 0.18094536662101746 (0.21871794778970807) | > loss_0: 2.311882495880127 (2.3420810504529466) | > grad_norm_0: tensor(56.6121, device='cuda:0') (tensor(15.2383, device='cuda:0')) | > loss_gen: 2.551426649093628 (2.5162106534969872) | > loss_kl: 1.9452859163284302 (1.8960742163208295) | > loss_feat: 7.432946681976318 (7.163922306876512) | > loss_mel: 17.713693618774414 (18.115145929204598) | > loss_duration: 2.039140224456787 (2.030189617624825) | > loss_1: 31.682493209838867 (31.721542718275536) | > grad_norm_1: tensor(363.1493, device='cuda:0') (tensor(176.1908, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3968 (0.37537300211828456) | > loader_time: 0.0043 (0.0038388780078048228)  --> TIME: 2024-06-11 10:36:13 -- STEP: 184/330 -- GLOBAL_STEP: 234375 | > loss_disc: 2.483041763305664 (2.341903239488602) | > loss_disc_real_0: 0.16220808029174805 (0.11403937641855168) | > loss_disc_real_1: 0.20863129198551178 (0.19978117667462508) | > loss_disc_real_2: 0.2671646475791931 (0.21330985499788885) | > loss_disc_real_3: 0.24741332232952118 (0.22720949789104256) | > loss_disc_real_4: 0.21071632206439972 (0.2277311247004115) | > loss_disc_real_5: 0.2292645126581192 (0.21908822696170085) | > loss_0: 2.483041763305664 (2.341903239488602) | > grad_norm_0: tensor(9.1917, device='cuda:0') (tensor(18.1494, device='cuda:0')) | > loss_gen: 2.5106453895568848 (2.527478019828383) | > loss_kl: 1.95864737033844 (1.9021601592716963) | > loss_feat: 7.001865386962891 (7.180374920368195) | > loss_mel: 17.843538284301758 (18.08042106421098) | > loss_duration: 2.0556321144104004 (2.0359913965930123) | > loss_1: 31.37032699584961 (31.726425544075344) | > grad_norm_1: tensor(489.4712, device='cuda:0') (tensor(200.3632, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.3804 (0.3766337788623313) | > loader_time: 0.0043 (0.003946087930513464)  --> TIME: 2024-06-11 10:36:24 -- STEP: 209/330 -- GLOBAL_STEP: 234400 | > loss_disc: 2.365262985229492 (2.3461155914233642) | > loss_disc_real_0: 0.11986752599477768 (0.11494842517461502) | > loss_disc_real_1: 0.17207427322864532 (0.20094177533279758) | > loss_disc_real_2: 0.19146108627319336 (0.21309112468689823) | > loss_disc_real_3: 0.2265981137752533 (0.22711816522778505) | > loss_disc_real_4: 0.20437167584896088 (0.22749144758619189) | > loss_disc_real_5: 0.21087732911109924 (0.21932042892754938) | > loss_0: 2.365262985229492 (2.3461155914233642) | > grad_norm_0: tensor(43.3975, device='cuda:0') (tensor(21.3313, device='cuda:0')) | > loss_gen: 2.7307724952697754 (2.528208519283095) | > loss_kl: 1.9260979890823364 (1.9114541026393763) | > loss_feat: 7.529855251312256 (7.18214753940345) | > loss_mel: 17.680641174316406 (18.041764966608806) | > loss_duration: 2.1185970306396484 (2.0433428755217196) | > loss_1: 31.985963821411133 (31.706917949840783) | > grad_norm_1: tensor(239.9637, device='cuda:0') (tensor(227.6880, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.395 (0.3792565279600153) | > loader_time: 0.0052 (0.00405494562176426)  --> TIME: 2024-06-11 10:36:34 -- STEP: 234/330 -- GLOBAL_STEP: 234425 | > loss_disc: 2.28397274017334 (2.352333729083723) | > loss_disc_real_0: 0.09177519381046295 (0.11523918501841716) | > loss_disc_real_1: 0.20682397484779358 (0.20287998243529567) | > loss_disc_real_2: 0.19564644992351532 (0.21316070307014334) | > loss_disc_real_3: 0.20439888536930084 (0.22746617143225467) | > loss_disc_real_4: 0.22762952744960785 (0.22828900470183447) | > loss_disc_real_5: 0.19522160291671753 (0.2197939375908966) | > loss_0: 2.28397274017334 (2.352333729083723) | > grad_norm_0: tensor(23.8391, device='cuda:0') (tensor(23.3650, device='cuda:0')) | > loss_gen: 2.499730110168457 (2.522971350922545) | > loss_kl: 1.9322094917297363 (1.9127674439014533) | > loss_feat: 7.047285079956055 (7.160132436670809) | > loss_mel: 17.845218658447266 (17.980273792886333) | > loss_duration: 2.1069815158843994 (2.051236886244553) | > loss_1: 31.431425094604492 (31.627381870889256) | > grad_norm_1: tensor(153.6473, device='cuda:0') (tensor(246.1622, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.4175 (0.3823762643031586) | > loader_time: 0.0062 (0.004182765626499794)  --> TIME: 2024-06-11 10:36:45 -- STEP: 259/330 -- GLOBAL_STEP: 234450 | > loss_disc: 2.398865222930908 (2.356281270391694) | > loss_disc_real_0: 0.1095341220498085 (0.11598497867929429) | > loss_disc_real_1: 0.17789289355278015 (0.2038102714941768) | > loss_disc_real_2: 0.1833648681640625 (0.21332971279915697) | > loss_disc_real_3: 0.2103549838066101 (0.22760457197441558) | > loss_disc_real_4: 0.2459576278924942 (0.22847453432883996) | > loss_disc_real_5: 0.2244458943605423 (0.220240363685781) | > loss_0: 2.398865222930908 (2.356281270391694) | > grad_norm_0: tensor(31.9949, device='cuda:0') (tensor(23.5069, device='cuda:0')) | > loss_gen: 2.39501690864563 (2.5176350610136535) | > loss_kl: 2.017547607421875 (1.9137343946110787) | > loss_feat: 7.784335136413574 (7.156315617579751) | > loss_mel: 18.411029815673828 (17.944190330947237) | > loss_duration: 2.153228282928467 (2.058417473060283) | > loss_1: 32.76115798950195 (31.590292875370924) | > grad_norm_1: tensor(374.1819, device='cuda:0') (tensor(248.9401, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.4182 (0.3862092844767921) | > loader_time: 0.0061 (0.004314582780521347)  --> TIME: 2024-06-11 10:36:56 -- STEP: 284/330 -- GLOBAL_STEP: 234475 | > loss_disc: 2.3234751224517822 (2.3571994497742463) | > loss_disc_real_0: 0.17933067679405212 (0.11679321485505977) | > loss_disc_real_1: 0.22674250602722168 (0.2036541464777899) | > loss_disc_real_2: 0.18128199875354767 (0.21341784130519548) | > loss_disc_real_3: 0.21651604771614075 (0.22742851193941815) | > loss_disc_real_4: 0.23686634004116058 (0.22809353355370782) | > loss_disc_real_5: 0.24420498311519623 (0.22047651286276296) | > loss_0: 2.3234751224517822 (2.3571994497742463) | > grad_norm_0: tensor(69.4701, device='cuda:0') (tensor(25.4120, device='cuda:0')) | > loss_gen: 2.6364777088165283 (2.5131072485950634) | > loss_kl: 1.864296317100525 (1.9155370614058536) | > loss_feat: 7.239509105682373 (7.159768435317026) | > loss_mel: 17.576217651367188 (17.90481278594112) | > loss_duration: 2.1615357398986816 (2.067578110056863) | > loss_1: 31.478036880493164 (31.560803682031764) | > grad_norm_1: tensor(516.4269, device='cuda:0') (tensor(263.4466, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.4462 (0.39139981085145986) | > loader_time: 0.006 (0.004460939219300174)  --> TIME: 2024-06-11 10:37:08 -- STEP: 309/330 -- GLOBAL_STEP: 234500 | > loss_disc: 2.4257466793060303 (2.361116621486579) | > loss_disc_real_0: 0.0833270400762558 (0.11786121793067185) | > loss_disc_real_1: 0.24828869104385376 (0.20354523618244436) | > loss_disc_real_2: 0.2655990719795227 (0.2135220982110231) | > loss_disc_real_3: 0.2624816298484802 (0.2279221700040268) | > loss_disc_real_4: 0.24141594767570496 (0.22835844581566972) | > loss_disc_real_5: 0.23637226223945618 (0.22113557772343212) | > loss_0: 2.4257466793060303 (2.361116621486579) | > grad_norm_0: tensor(31.3078, device='cuda:0') (tensor(27.6521, device='cuda:0')) | > loss_gen: 2.7043795585632324 (2.5101805327393865) | > loss_kl: 1.9653791189193726 (1.9198369019239852) | > loss_feat: 7.277337551116943 (7.163169905591551) | > loss_mel: 17.170101165771484 (17.864211418867892) | > loss_duration: 2.242377758026123 (2.078935407126219) | > loss_1: 31.359577178955078 (31.53633418283802) | > grad_norm_1: tensor(616.8427, device='cuda:0') (tensor(277.1442, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.4895 (0.398277592890471) | > loader_time: 0.007 (0.004647854462410635) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_234500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.42215633392334 (2.42215633392334) | > loss_disc_real_0: 0.1438409388065338 (0.1438409388065338) | > loss_disc_real_1: 0.18316736817359924 (0.18316736817359924) | > loss_disc_real_2: 0.2683550715446472 (0.2683550715446472) | > loss_disc_real_3: 0.2841578722000122 (0.2841578722000122) | > loss_disc_real_4: 0.3691317141056061 (0.3691317141056061) | > loss_disc_real_5: 0.3411026895046234 (0.3411026895046234) | > loss_0: 2.42215633392334 (2.42215633392334) | > loss_gen: 3.0299758911132812 (3.0299758911132812) | > loss_kl: 1.967334270477295 (1.967334270477295) | > loss_feat: 5.832195281982422 (5.832195281982422) | > loss_mel: 16.582794189453125 (16.582794189453125) | > loss_duration: 2.7741637229919434 (2.7741637229919434) | > loss_1: 30.186464309692383 (30.186464309692383)  --> STEP: 1 | > loss_disc: 2.2198946475982666 (2.2198946475982666) | > loss_disc_real_0: 0.10796898603439331 (0.10796898603439331) | > loss_disc_real_1: 0.10906172543764114 (0.10906172543764114) | > loss_disc_real_2: 0.21192438900470734 (0.21192438900470734) | > loss_disc_real_3: 0.20396806299686432 (0.20396806299686432) | > loss_disc_real_4: 0.25738418102264404 (0.25738418102264404) | > loss_disc_real_5: 0.2879461944103241 (0.2879461944103241) | > loss_0: 2.2198946475982666 (2.2198946475982666) | > loss_gen: 2.4864773750305176 (2.4864773750305176) | > loss_kl: 2.7013401985168457 (2.7013401985168457) | > loss_feat: 6.100861549377441 (6.100861549377441) | > loss_mel: 18.172306060791016 (18.172306060791016) | > loss_duration: 2.4970357418060303 (2.4970357418060303) | > loss_1: 31.95802116394043 (31.95802116394043)  --> STEP: 2 | > loss_disc: 2.575129270553589 (2.3975119590759277) | > loss_disc_real_0: 0.1097874715924263 (0.1088782288134098) | > loss_disc_real_1: 0.21855711936950684 (0.163809422403574) | > loss_disc_real_2: 0.3588862121105194 (0.2854053005576134) | > loss_disc_real_3: 0.29470354318618774 (0.24933580309152603) | > loss_disc_real_4: 0.2754390239715576 (0.26641160249710083) | > loss_disc_real_5: 0.27578791975975037 (0.28186705708503723) | > loss_0: 2.575129270553589 (2.3975119590759277) | > loss_gen: 2.541872024536133 (2.514174699783325) | > loss_kl: 2.740034580230713 (2.7206873893737793) | > loss_feat: 5.606900215148926 (5.853880882263184) | > loss_mel: 18.572792053222656 (18.372549057006836) | > loss_duration: 2.4261653423309326 (2.4616005420684814) | > loss_1: 31.88776397705078 (31.922892570495605)  --> STEP: 3 | > loss_disc: 2.0417239665985107 (2.2789159615834556) | > loss_disc_real_0: 0.09740342944860458 (0.10505329569180806) | > loss_disc_real_1: 0.1405702382326126 (0.1560630276799202) | > loss_disc_real_2: 0.19897986948490143 (0.25659682353337604) | > loss_disc_real_3: 0.18687395751476288 (0.22851518789927164) | > loss_disc_real_4: 0.16269291937351227 (0.23183870812257132) | > loss_disc_real_5: 0.20132872462272644 (0.25502094626426697) | > loss_0: 2.0417239665985107 (2.2789159615834556) | > loss_gen: 2.547600030899048 (2.5253164768218994) | > loss_kl: 2.5817596912384033 (2.6743781566619873) | > loss_feat: 8.345757484436035 (6.684506416320801) | > loss_mel: 18.686315536499023 (18.47713788350423) | > loss_duration: 2.322477102279663 (2.4152260621388755) | > loss_1: 34.483909606933594 (32.77656491597494)  --> STEP: 4 | > loss_disc: 2.4642555713653564 (2.3252508640289307) | > loss_disc_real_0: 0.1367034614086151 (0.11296583712100983) | > loss_disc_real_1: 0.17771261930465698 (0.1614754255861044) | > loss_disc_real_2: 0.2861543297767639 (0.263986200094223) | > loss_disc_real_3: 0.3175864815711975 (0.2507830113172531) | > loss_disc_real_4: 0.3045882284641266 (0.25002608820796013) | > loss_disc_real_5: 0.24165059626102448 (0.25167835876345634) | > loss_0: 2.4642555713653564 (2.3252508640289307) | > loss_gen: 2.7023510932922363 (2.5695751309394836) | > loss_kl: 2.684436559677124 (2.6768927574157715) | > loss_feat: 7.3217291831970215 (6.843812108039856) | > loss_mel: 17.634998321533203 (18.266602993011475) | > loss_duration: 2.3690361976623535 (2.403678596019745) | > loss_1: 32.71255111694336 (32.76056146621704)  --> STEP: 5 | > loss_disc: 2.3909311294555664 (2.3383869171142577) | > loss_disc_real_0: 0.2385081946849823 (0.13807430863380432) | > loss_disc_real_1: 0.1670226752758026 (0.16258487552404405) | > loss_disc_real_2: 0.2761489450931549 (0.2664187490940094) | > loss_disc_real_3: 0.2668420374393463 (0.2539948165416718) | > loss_disc_real_4: 0.263466477394104 (0.2527141660451889) | > loss_disc_real_5: 0.31484290957450867 (0.2643112689256668) | > loss_0: 2.3909311294555664 (2.3383869171142577) | > loss_gen: 2.8837077617645264 (2.6324016571044924) | > loss_kl: 2.2445180416107178 (2.590417814254761) | > loss_feat: 6.409292697906494 (6.756908226013183) | > loss_mel: 19.749984741210938 (18.563279342651366) | > loss_duration: 2.3481926918029785 (2.392581415176392) | > loss_1: 33.63569641113281 (32.9355884552002)  --> STEP: 6 | > loss_disc: 2.339526414871216 (2.338576833407084) | > loss_disc_real_0: 0.1879110038280487 (0.14638042449951172) | > loss_disc_real_1: 0.15450286865234375 (0.16123787437876066) | > loss_disc_real_2: 0.2792840301990509 (0.2685629626115163) | > loss_disc_real_3: 0.27922672033309937 (0.25820013384024304) | > loss_disc_real_4: 0.2589540183544159 (0.2537541414300601) | > loss_disc_real_5: 0.29456695914268494 (0.2693538839618365) | > loss_0: 2.339526414871216 (2.338576833407084) | > loss_gen: 2.7164435386657715 (2.6464086373647056) | > loss_kl: 2.7480862140655518 (2.6166958808898926) | > loss_feat: 5.104283332824707 (6.4814707438151045) | > loss_mel: 17.903560638427734 (18.45332622528076) | > loss_duration: 2.138705253601074 (2.3502687215805054) | > loss_1: 30.611080169677734 (32.54817040761312)  --> STEP: 7 | > loss_disc: 2.483027219772339 (2.3592126028878346) | > loss_disc_real_0: 0.24830105900764465 (0.16094051514353072) | > loss_disc_real_1: 0.20213650166988373 (0.16708053542034967) | > loss_disc_real_2: 0.24038296937942505 (0.26453724929264616) | > loss_disc_real_3: 0.2995690703392029 (0.264109981911523) | > loss_disc_real_4: 0.2542964816093445 (0.25383161859852926) | > loss_disc_real_5: 0.2932102382183075 (0.2727619345699038) | > loss_0: 2.483027219772339 (2.3592126028878346) | > loss_gen: 2.675493001937866 (2.6505635465894426) | > loss_kl: 3.798907518386841 (2.785583257675171) | > loss_feat: 5.375826835632324 (6.323521614074707) | > loss_mel: 16.652278900146484 (18.19603375026158) | > loss_duration: 2.5732717514038086 (2.3821262972695485) | > loss_1: 31.07577896118164 (32.33782877240862)  --> STEP: 8 | > loss_disc: 2.019453763961792 (2.3167427480220795) | > loss_disc_real_0: 0.10880891978740692 (0.15442406572401524) | > loss_disc_real_1: 0.10365162789821625 (0.159151921980083) | > loss_disc_real_2: 0.21518093347549438 (0.25836770981550217) | > loss_disc_real_3: 0.18215815722942352 (0.25386600382626057) | > loss_disc_real_4: 0.11217700690031052 (0.23612479213625193) | > loss_disc_real_5: 0.1926395148038864 (0.2627466320991516) | > loss_0: 2.019453763961792 (2.3167427480220795) | > loss_gen: 2.4557993412017822 (2.626218020915985) | > loss_kl: 3.0457592010498047 (2.818105250597) | > loss_feat: 12.570538520812988 (7.104398727416992) | > loss_mel: 20.892335891723633 (18.533071517944336) | > loss_duration: 2.2202277183532715 (2.361888974905014) | > loss_1: 41.18465805053711 (33.44368243217468)  --> STEP: 9 | > loss_disc: 2.176861047744751 (2.301200336880154) | > loss_disc_real_0: 0.14755010604858398 (0.1536602924267451) | > loss_disc_real_1: 0.10131173580884933 (0.1527252346277237) | > loss_disc_real_2: 0.2708878219127655 (0.2597588333818648) | > loss_disc_real_3: 0.21673689782619476 (0.24974054760403103) | > loss_disc_real_4: 0.21228908002376556 (0.233476379679309) | > loss_disc_real_5: 0.1828579604625702 (0.25387011302842033) | > loss_0: 2.176861047744751 (2.301200336880154) | > loss_gen: 2.470465898513794 (2.608912229537964) | > loss_kl: 2.7223267555236816 (2.807463195588854) | > loss_feat: 9.383970260620117 (7.35768445332845) | > loss_mel: 19.33965301513672 (18.622691684299046) | > loss_duration: 2.150087594985962 (2.3383554882473416) | > loss_1: 36.066505432128906 (33.73510720994737)  --> STEP: 10 | > loss_disc: 2.6638851165771484 (2.3374688148498537) | > loss_disc_real_0: 0.20459040999412537 (0.15875330418348313) | > loss_disc_real_1: 0.1995338797569275 (0.15740609914064407) | > loss_disc_real_2: 0.3670460283756256 (0.2704875528812408) | > loss_disc_real_3: 0.25236818194389343 (0.25000331103801726) | > loss_disc_real_4: 0.233357772231102 (0.2334645189344883) | > loss_disc_real_5: 0.27601397037506104 (0.2560844987630844) | > loss_0: 2.6638851165771484 (2.3374688148498537) | > loss_gen: 2.2718770503997803 (2.5752087116241453) | > loss_kl: 2.4490044116973877 (2.771617317199707) | > loss_feat: 4.740523338317871 (7.095968341827392) | > loss_mel: 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loss_disc: 2.4175376892089844 (2.3632059494654336) | > loss_disc_real_0: 0.12214364111423492 (0.1589613196750482) | > loss_disc_real_1: 0.18428519368171692 (0.16392428055405617) | > loss_disc_real_2: 0.22597642242908478 (0.26985518261790276) | > loss_disc_real_3: 0.263958215713501 (0.2535506337881088) | > loss_disc_real_4: 0.26122528314590454 (0.23769262991845608) | > loss_disc_real_5: 0.23475976288318634 (0.255975612749656) | > loss_0: 2.4175376892089844 (2.3632059494654336) | > loss_gen: 2.3830337524414062 (2.561618487040202) | > loss_kl: 2.9884321689605713 (2.804836869239807) | > loss_feat: 5.059368133544922 (6.873892704645793) | > loss_mel: 18.1614990234375 (18.26341438293457) | > loss_duration: 2.2836368083953857 (2.3371530572573342) | > loss_1: 30.87596893310547 (32.840915520985924)  --> STEP: 13 | > loss_disc: 2.6567153930664062 (2.385783598973201) | > loss_disc_real_0: 0.2361210286617279 (0.16489668190479279) | > loss_disc_real_1: 0.2068377137184143 (0.1672253138743914) | > loss_disc_real_2: 0.29368266463279724 (0.2716880658498177) | > loss_disc_real_3: 0.3395530581474304 (0.260166204892672) | > loss_disc_real_4: 0.34498322010040283 (0.24594575224014428) | > loss_disc_real_5: 0.2980732321739197 (0.2592138911669071) | > loss_0: 2.6567153930664062 (2.385783598973201) | > loss_gen: 2.6050021648406982 (2.5649556930248556) | > loss_kl: 2.703293800354004 (2.7970258639408994) | > loss_feat: 5.635091304779053 (6.778600289271428) | > loss_mel: 17.583972930908203 (18.211149655855618) | > loss_duration: 2.266359329223633 (2.3317073858701267) | > loss_1: 30.793718338012695 (32.68343881460336)  --> STEP: 14 | > loss_disc: 2.3407394886016846 (2.3825661625180925) | > loss_disc_real_0: 0.11201728880405426 (0.1611195823975972) | > loss_disc_real_1: 0.15642879903316498 (0.16645413424287522) | > loss_disc_real_2: 0.16197340190410614 (0.2638513041394097) | > loss_disc_real_3: 0.22452782094478607 (0.2576206060392516) | > loss_disc_real_4: 0.22914287447929382 (0.24474554668579782) | > loss_disc_real_5: 0.23684386909008026 (0.25761603244713377) | > loss_0: 2.3407394886016846 (2.3825661625180925) | > loss_gen: 2.206735849380493 (2.5393685613359724) | > loss_kl: 3.200711727142334 (2.8258605684552873) | > loss_feat: 6.31512451171875 (6.745494876589094) | > loss_mel: 19.83249282836914 (18.32695988246373) | > loss_duration: 2.3596081733703613 (2.3337002992630005) | > loss_1: 33.9146728515625 (32.77138410295759)  --> STEP: 15 | > loss_disc: 2.4190680980682373 (2.3849996248881022) | > loss_disc_real_0: 0.25039753317832947 (0.16707144578297933) | > loss_disc_real_1: 0.1662149280309677 (0.1664381871620814) | > loss_disc_real_2: 0.265365332365036 (0.26395223935445145) | > loss_disc_real_3: 0.24663116037845612 (0.2568879763285319) | > loss_disc_real_4: 0.2106333076953888 (0.24247139741977056) | > loss_disc_real_5: 0.2323015034198761 (0.25592839717864996) | > loss_0: 2.4190680980682373 (2.3849996248881022) | > loss_gen: 2.5545456409454346 (2.54038036664327) | > loss_kl: 3.341111183166504 (2.8602106094360353) | > loss_feat: 6.653432369232178 (6.739357376098633) | > loss_mel: 19.948659896850586 (18.435073216756184) | > loss_duration: 2.322970151901245 (2.33298495610555) | > loss_1: 34.82072067260742 (32.908006540934245)  --> STEP: 16 | > loss_disc: 3.1797547340393066 (2.4346718192100525) | > loss_disc_real_0: 0.17331235110759735 (0.16746150236576796) | > loss_disc_real_1: 0.4482811689376831 (0.1840533735230565) | > loss_disc_real_2: 0.26539310812950134 (0.26404229365289206) | > loss_disc_real_3: 0.29470938444137573 (0.25925181433558464) | > loss_disc_real_4: 0.24887247383594513 (0.24287146469578147) | > loss_disc_real_5: 0.2792418897151947 (0.257385490462184) | > loss_0: 3.1797547340393066 (2.4346718192100525) | > loss_gen: 2.2830607891082764 (2.5242978930473328) | > loss_kl: 2.6770310401916504 (2.848761886358261) | > loss_feat: 6.922786235809326 (6.750821679830551) | > loss_mel: 16.309659957885742 (18.302234888076782) | > loss_duration: 2.3734498023986816 (2.335514008998871) | > loss_1: 30.56598663330078 (32.76163029670715)  --> STEP: 17 | > loss_disc: 2.697694778442383 (2.4501437579884247) | > loss_disc_real_0: 0.32144594192504883 (0.17651941057513743) | > loss_disc_real_1: 0.1791536659002304 (0.18376515542759614) | > loss_disc_real_2: 0.32678845524787903 (0.2677332443349501) | > loss_disc_real_3: 0.3181193470954895 (0.26271461038028493) | > loss_disc_real_4: 0.287021279335022 (0.2454685126157368) | > loss_disc_real_5: 0.30785974860191345 (0.2603545644704034) | > loss_0: 2.697694778442383 (2.4501437579884247) | > loss_gen: 2.648451566696167 (2.5316010503207935) | > loss_kl: 2.4855616092681885 (2.8273971641764923) | > loss_feat: 5.615510940551758 (6.684038695167093) | > loss_mel: 17.46774673461914 (18.2531473496381) | > loss_duration: 2.4256770610809326 (2.3408177179448746) | > loss_1: 30.642946243286133 (32.63700182297651)  --> STEP: 18 | > loss_disc: 2.0434701442718506 (2.427550779448615) | > loss_disc_real_0: 0.06441710144281387 (0.17029150451223055) | > loss_disc_real_1: 0.09464360773563385 (0.17881395833359826) | > loss_disc_real_2: 0.16373348236083984 (0.2619554797808329) | > loss_disc_real_3: 0.21961012482643127 (0.26031991673840416) | > loss_disc_real_4: 0.18615803122520447 (0.24217348587181833) | > loss_disc_real_5: 0.17352624237537384 (0.2555307687984573) | > loss_0: 2.0434701442718506 (2.427550779448615) | > loss_gen: 2.2834272384643555 (2.517813616328769) | > loss_kl: 1.9396873712539673 (2.7780799534585743) | > loss_feat: 9.339597702026367 (6.831569751103719) | > loss_mel: 19.646297454833984 (18.330544577704536) | > loss_duration: 2.2280473709106445 (2.334552698665195) | > loss_1: 35.43705749511719 (32.792560471428764)  --> STEP: 19 | > loss_disc: 2.505171298980713 (2.4316360699503043) | > loss_disc_real_0: 0.1691860556602478 (0.17023332299370514) | > loss_disc_real_1: 0.1998557150363922 (0.17992141921269267) | > loss_disc_real_2: 0.2811410427093506 (0.26296524625075485) | > loss_disc_real_3: 0.24521376192569733 (0.259524855958788) | > loss_disc_real_4: 0.2291499823331833 (0.24148803831715332) | > loss_disc_real_5: 0.2488258183002472 (0.25517787666697256) | > loss_0: 2.505171298980713 (2.4316360699503043) | > loss_gen: 2.2493114471435547 (2.503681923213758) | > loss_kl: 2.3784940242767334 (2.7570491150805823) | > loss_feat: 6.939401149749756 (6.837245087874563) | > loss_mel: 16.033401489257812 (18.20964230989155) | > loss_duration: 2.302363634109497 (2.3328585373727897) | > loss_1: 29.902971267700195 (32.64047682912726)  --> STEP: 20 | > loss_disc: 2.532540798187256 (2.436681306362152) | > loss_disc_real_0: 0.22165007889270782 (0.1728041607886553) | > loss_disc_real_1: 0.2025919258594513 (0.1810549445450306) | > loss_disc_real_2: 0.29907703399658203 (0.2647708356380462) | > loss_disc_real_3: 0.2855985760688782 (0.2608285419642925) | > loss_disc_real_4: 0.27070578932762146 (0.24294892586767675) | > loss_disc_real_5: 0.33314037322998047 (0.25907600149512294) | > loss_0: 2.532540798187256 (2.436681306362152) | > loss_gen: 2.653651237487793 (2.5111803889274595) | > loss_kl: 2.285224437713623 (2.7334578812122343) | > loss_feat: 5.828801155090332 (6.786822891235351) | > loss_mel: 17.977577209472656 (18.198039054870605) | > loss_duration: 2.324657917022705 (2.3324485063552856) | > loss_1: 31.06991195678711 (32.56194858551025)  --> STEP: 21 | > loss_disc: 2.525329113006592 (2.4409026304880777) | > loss_disc_real_0: 0.11271015554666519 (0.16994254149141766) | > loss_disc_real_1: 0.18148460984230042 (0.18107540479728154) | > loss_disc_real_2: 0.2199341356754303 (0.2626357546874455) | > loss_disc_real_3: 0.24738404154777527 (0.2601883276587441) | > loss_disc_real_4: 0.27513387799263 (0.24448154263553165) | > loss_disc_real_5: 0.27859237790107727 (0.2600053527525493) | > loss_0: 2.525329113006592 (2.4409026304880777) | > loss_gen: 2.1649529933929443 (2.4946933700924827) | > loss_kl: 2.580965995788574 (2.726196362858727) | > loss_feat: 4.222568035125732 (6.664715517134893) | > loss_mel: 15.010004997253418 (18.04622790926979) | > loss_duration: 2.163191080093384 (2.324388628914243) | > loss_1: 26.14168357849121 (32.25622168041411)  --> STEP: 22 | > loss_disc: 2.606050491333008 (2.4484093514355747) | > loss_disc_real_0: 0.14790412783622742 (0.16894079541618173) | > loss_disc_real_1: 0.22153837978839874 (0.18291463093324142) | > loss_disc_real_2: 0.2178405076265335 (0.26059960709376767) | > loss_disc_real_3: 0.32598811388015747 (0.26317922703244473) | > loss_disc_real_4: 0.27440309524536133 (0.24584161320870573) | > loss_disc_real_5: 0.2242857664823532 (0.2583817351948131) | > loss_0: 2.606050491333008 (2.4484093514355747) | > loss_gen: 2.298090696334839 (2.4857568849216807) | > loss_kl: 1.9825469255447388 (2.692394115708091) | > loss_feat: 7.256465911865234 (6.691613262349909) | > loss_mel: 19.337787628173828 (18.10493516921997) | > loss_duration: 2.16099214553833 (2.3169615160335195) | > loss_1: 33.035884857177734 (32.29166091572154)  --> STEP: 23 | > loss_disc: 2.640594959259033 (2.456765247427899) | > loss_disc_real_0: 0.2832336127758026 (0.1739100483448609) | > loss_disc_real_1: 0.2386315017938614 (0.18533710357935532) | > loss_disc_real_2: 0.36230552196502686 (0.26502160339251807) | > loss_disc_real_3: 0.3179508447647095 (0.26556060171645623) | > loss_disc_real_4: 0.2623526155948639 (0.24655948287766913) | > loss_disc_real_5: 0.28727757930755615 (0.25963807624319324) | > loss_0: 2.640594959259033 (2.456765247427899) | > loss_gen: 2.8371992111206055 (2.5010369860607646) | > loss_kl: 2.167976140975952 (2.6695933341979976) | > loss_feat: 5.506173133850098 (6.640072387197743) | > loss_mel: 15.641021728515625 (17.997808497885) | > loss_duration: 2.264108180999756 (2.3146635449450947) | > loss_1: 28.416479110717773 (32.123174750286594)  --> STEP: 24 | > loss_disc: 2.3126165866851807 (2.4507590532302856) | > loss_disc_real_0: 0.18025490641593933 (0.17417441743115583) | > loss_disc_real_1: 0.1507904976606369 (0.18389766166607538) | > loss_disc_real_2: 0.19671489298343658 (0.26217549045880634) | > loss_disc_real_3: 0.21623383462429047 (0.26350531975428265) | > loss_disc_real_4: 0.21963344514369965 (0.24543756463875374) | > loss_disc_real_5: 0.24985234439373016 (0.2592303374161323) | > loss_0: 2.3126165866851807 (2.4507590532302856) | > loss_gen: 2.4827284812927246 (2.5002741316954293) | > loss_kl: 2.159153461456299 (2.6483250061670938) | > loss_feat: 6.503357887268066 (6.634375949700673) | > loss_mel: 18.969343185424805 (18.038289109865826) | > loss_duration: 2.3811676502227783 (2.317434549331665) | > loss_1: 32.495750427246094 (32.138698736826576)  --> STEP: 25 | > loss_disc: 2.362884759902954 (2.4472440814971925) | > loss_disc_real_0: 0.12476611137390137 (0.17219808518886567) | > loss_disc_real_1: 0.136090487241745 (0.18198537468910217) | > loss_disc_real_2: 0.24296405911445618 (0.26140703320503234) | > loss_disc_real_3: 0.25358113646507263 (0.26310835242271424) | > loss_disc_real_4: 0.23167601227760315 (0.2448871025443077) | > loss_disc_real_5: 0.22982598841190338 (0.25805416345596316) | > loss_0: 2.362884759902954 (2.4472440814971925) | > loss_gen: 2.3896682262420654 (2.4958498954772947) | > loss_kl: 2.485668420791626 (2.641818742752075) | > loss_feat: 7.2870893478393555 (6.66048448562622) | > loss_mel: 17.966190338134766 (18.035405158996582) | > loss_duration: 2.384492874145508 (2.3201168823242186) | > loss_1: 32.51310729980469 (32.1536750793457)  --> STEP: 26 | > loss_disc: 2.436584949493408 (2.4468341148816624) | > loss_disc_real_0: 0.08429868519306183 (0.1688173390351809) | > loss_disc_real_1: 0.13579168915748596 (0.1802086944763477) | > loss_disc_real_2: 0.15037013590335846 (0.2571363833088141) | > loss_disc_real_3: 0.13798639178276062 (0.25829596932117754) | > loss_disc_real_4: 0.3874509036540985 (0.25037032566391504) | > loss_disc_real_5: 0.1946447342634201 (0.25561533925624996) | > loss_0: 2.436584949493408 (2.4468341148816624) | > loss_gen: 2.335451602935791 (2.4896807303795447) | > loss_kl: 2.1560678482055664 (2.623136016038748) | > loss_feat: 16.197816848754883 (7.027304961131169) | > loss_mel: 18.130788803100586 (18.03907376069289) | > loss_duration: 2.271745204925537 (2.3182564331935) | > loss_1: 41.09186935424805 (32.49745178222656) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024208655724158655 (-0.00012062146113469034) | > avg_loss_disc: 2.4468341148816624 (+0.0058007515393772024) | > avg_loss_disc_real_0: 0.1688173390351809 (+0.03836497578483364) | > avg_loss_disc_real_1: 0.1802086944763477 (-0.002365336108666183) | > avg_loss_disc_real_2: 0.2571363833088141 (+0.058519751693193706) | > avg_loss_disc_real_3: 0.25829596932117754 (+0.0566783074576121) | > avg_loss_disc_real_4: 0.25037032566391504 (+0.029667424754454524) | > avg_loss_disc_real_5: 0.25561533925624996 (+0.04270067266546765) | > avg_loss_0: 2.4468341148816624 (+0.0058007515393772024) | > avg_loss_gen: 2.4896807303795447 (+0.3462614050278292) | > avg_loss_kl: 2.623136016038748 (-0.0012321838965783094) | > avg_loss_feat: 7.027304961131169 (+0.019032808450551997) | > avg_loss_mel: 18.03907376069289 (+0.2872145726130597) | > avg_loss_duration: 2.3182564331935 (-0.01946284220768879) | > avg_loss_1: 32.49745178222656 (+0.6318138562716022)  > EPOCH: 444/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:37:44)   --> TIME: 2024-06-11 10:37:47 -- STEP: 4/330 -- GLOBAL_STEP: 234525 | > loss_disc: 2.3357715606689453 (2.3284242153167725) | > loss_disc_real_0: 0.08510583639144897 (0.10082750581204891) | > loss_disc_real_1: 0.23195140063762665 (0.20399750024080276) | > loss_disc_real_2: 0.184661865234375 (0.22572612017393112) | > loss_disc_real_3: 0.19054536521434784 (0.2183554284274578) | > loss_disc_real_4: 0.2247934341430664 (0.24530061706900597) | > loss_disc_real_5: 0.2035333812236786 (0.2294769175350666) | > loss_0: 2.3357715606689453 (2.3284242153167725) | > grad_norm_0: tensor(13.0240, device='cuda:0') (tensor(10.3834, device='cuda:0')) | > loss_gen: 2.5116660594940186 (2.4746785759925842) | > loss_kl: 2.0488646030426025 (1.9632670283317566) | > loss_feat: 7.387013912200928 (7.017747402191162) | > loss_mel: 18.8700008392334 (18.709206104278564) | > loss_duration: 2.15488338470459 (2.221603751182556) | > loss_1: 32.97242736816406 (32.386502742767334) | > grad_norm_1: tensor(198.2569, device='cuda:0') (tensor(171.0231, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3554 (0.35786354541778564) | > loader_time: 0.0028 (0.003131091594696045)  --> TIME: 2024-06-11 10:37:56 -- STEP: 29/330 -- GLOBAL_STEP: 234550 | > loss_disc: 2.32535982131958 (2.3081150712638068) | > loss_disc_real_0: 0.10420911014080048 (0.10391238177644796) | > loss_disc_real_1: 0.20705410838127136 (0.20153984530218716) | > loss_disc_real_2: 0.19980449974536896 (0.209458497063867) | > loss_disc_real_3: 0.2154526561498642 (0.22317492859116916) | > loss_disc_real_4: 0.2328581064939499 (0.2253935331928319) | > loss_disc_real_5: 0.22091257572174072 (0.21972218566927418) | > loss_0: 2.32535982131958 (2.3081150712638068) | > grad_norm_0: tensor(9.9551, device='cuda:0') (tensor(10.3944, device='cuda:0')) | > loss_gen: 2.632129192352295 (2.5157262045761635) | > loss_kl: 1.897234559059143 (1.8902399375520904) | > loss_feat: 6.71052360534668 (7.0961176444744245) | > loss_mel: 17.978246688842773 (18.10834213783001) | > loss_duration: 2.032085418701172 (2.0625237308699504) | > loss_1: 31.250221252441406 (31.6729494949867) | > grad_norm_1: tensor(104.0402, device='cuda:0') (tensor(158.0115, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3466 (0.357056083350346) | > loader_time: 0.0032 (0.0031648257683063374)  --> TIME: 2024-06-11 10:38:05 -- STEP: 54/330 -- GLOBAL_STEP: 234575 | > loss_disc: 2.3493340015411377 (2.347999179804767) | > loss_disc_real_0: 0.11371688544750214 (0.1101825705005063) | > loss_disc_real_1: 0.20832176506519318 (0.20316737200374957) | > loss_disc_real_2: 0.22962121665477753 (0.21240794907013574) | > loss_disc_real_3: 0.25802984833717346 (0.22779324816332924) | > loss_disc_real_4: 0.22432629764080048 (0.2296861818543187) | > loss_disc_real_5: 0.23011791706085205 (0.22261971676791156) | > loss_0: 2.3493340015411377 (2.347999179804767) | > grad_norm_0: tensor(12.6693, device='cuda:0') (tensor(11.6060, device='cuda:0')) | > loss_gen: 2.5571744441986084 (2.511519061194526) | > loss_kl: 1.9735304117202759 (1.8810949325561523) | > loss_feat: 7.874871730804443 (7.14713978767395) | > loss_mel: 18.862337112426758 (18.087208500614874) | > loss_duration: 2.000947952270508 (2.0351712306340533) | > loss_1: 33.26885986328125 (31.662133393464266) | > grad_norm_1: tensor(118.1712, device='cuda:0') (tensor(145.5090, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3653 (0.36074400831151887) | > loader_time: 0.0033 (0.003323232686078107)  --> TIME: 2024-06-11 10:38:15 -- STEP: 79/330 -- GLOBAL_STEP: 234600 | > loss_disc: 2.2986366748809814 (2.342733669884597) | > loss_disc_real_0: 0.09081597626209259 (0.10976814808724802) | > loss_disc_real_1: 0.17485050857067108 (0.19988883126385604) | > loss_disc_real_2: 0.21053031086921692 (0.2117412286468699) | > loss_disc_real_3: 0.2334354668855667 (0.2284978903547118) | > loss_disc_real_4: 0.2536171078681946 (0.23055931001524382) | > loss_disc_real_5: 0.2130265086889267 (0.22199432042580616) | > loss_0: 2.2986366748809814 (2.342733669884597) | > grad_norm_0: tensor(12.9476, device='cuda:0') (tensor(12.7986, device='cuda:0')) | > loss_gen: 2.524158477783203 (2.5064381798611417) | > loss_kl: 2.0165979862213135 (1.8954129249234744) | > loss_feat: 7.363566875457764 (7.163801615751242) | > loss_mel: 18.4589900970459 (18.03712673428692) | > loss_duration: 1.970871090888977 (2.0257741439191594) | > loss_1: 32.33418655395508 (31.62855353536485) | > grad_norm_1: tensor(232.9910, device='cuda:0') (tensor(163.1923, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.378 (0.3616025689281994) | > loader_time: 0.0034 (0.0034002895596661146)  --> TIME: 2024-06-11 10:38:24 -- STEP: 104/330 -- GLOBAL_STEP: 234625 | > loss_disc: 2.2712619304656982 (2.343159971328882) | > loss_disc_real_0: 0.11517807096242905 (0.11097302997054961) | > loss_disc_real_1: 0.19282592833042145 (0.1991674920114187) | > loss_disc_real_2: 0.20695462822914124 (0.21273933150447333) | > loss_disc_real_3: 0.20559333264827728 (0.2282441265594501) | > loss_disc_real_4: 0.21304871141910553 (0.22958050238398406) | > loss_disc_real_5: 0.20490019023418427 (0.2208280716664516) | > loss_0: 2.2712619304656982 (2.343159971328882) | > grad_norm_0: tensor(24.2440, device='cuda:0') (tensor(13.5283, device='cuda:0')) | > loss_gen: 2.5804827213287354 (2.505713423857322) | > loss_kl: 1.9405508041381836 (1.895669305553803) | > loss_feat: 7.648044109344482 (7.143928023485037) | > loss_mel: 18.2994384765625 (18.041229266386754) | > loss_duration: 2.070425033569336 (2.026299085754614) | > loss_1: 32.5389404296875 (31.612838983535767) | > grad_norm_1: tensor(402.4073, device='cuda:0') (tensor(171.3678, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3648 (0.3627773798429048) | > loader_time: 0.0038 (0.0035021924055539644)  --> TIME: 2024-06-11 10:38:34 -- STEP: 129/330 -- GLOBAL_STEP: 234650 | > loss_disc: 2.3372132778167725 (2.3550054509510367) | > loss_disc_real_0: 0.1451728343963623 (0.11387910052787426) | > loss_disc_real_1: 0.15031586587429047 (0.2002626047577969) | > loss_disc_real_2: 0.2147030234336853 (0.21312037514623747) | > loss_disc_real_3: 0.2636098563671112 (0.2293475076209667) | > loss_disc_real_4: 0.25349780917167664 (0.2304172586331996) | > loss_disc_real_5: 0.24624088406562805 (0.22219572233599286) | > loss_0: 2.3372132778167725 (2.3550054509510367) | > grad_norm_0: tensor(37.0131, device='cuda:0') (tensor(17.1224, device='cuda:0')) | > loss_gen: 2.5157220363616943 (2.4979815187380296) | > loss_kl: 1.9863744974136353 (1.9017422116079996) | > loss_feat: 7.128648281097412 (7.111463295396908) | > loss_mel: 18.606201171875 (18.064604367396623) | > loss_duration: 2.0139498710632324 (2.0275224345599034) | > loss_1: 32.25089645385742 (31.603313682615294) | > grad_norm_1: tensor(238.0267, device='cuda:0') (tensor(197.7826, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3721 (0.3646753536638363) | > loader_time: 0.0042 (0.0035985384800637414)  --> TIME: 2024-06-11 10:38:43 -- STEP: 154/330 -- GLOBAL_STEP: 234675 | > loss_disc: 2.2875494956970215 (2.352328958449425) | > loss_disc_real_0: 0.11235915869474411 (0.11306003338427513) | > loss_disc_real_1: 0.18895725905895233 (0.2000839251589465) | > loss_disc_real_2: 0.19314736127853394 (0.21278633467562788) | > loss_disc_real_3: 0.22204309701919556 (0.2294573996748243) | > loss_disc_real_4: 0.21556876599788666 (0.2308991685896725) | > loss_disc_real_5: 0.19528180360794067 (0.22153959471683998) | > loss_0: 2.2875494956970215 (2.352328958449425) | > grad_norm_0: tensor(11.9953, device='cuda:0') (tensor(20.2068, device='cuda:0')) | > loss_gen: 2.617283582687378 (2.509139609027219) | > loss_kl: 2.0202276706695557 (1.9047594310401321) | > loss_feat: 7.0680670738220215 (7.1082322690394015) | > loss_mel: 17.452423095703125 (18.02567290021227) | > loss_duration: 2.0358152389526367 (2.029680212596794) | > loss_1: 31.193817138671875 (31.577484291869325) | > grad_norm_1: tensor(450.3354, device='cuda:0') (tensor(221.5424, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.379 (0.3667497247844547) | > loader_time: 0.0041 (0.003711101296660188)  --> TIME: 2024-06-11 10:38:53 -- STEP: 179/330 -- GLOBAL_STEP: 234700 | > loss_disc: 2.32674241065979 (2.3549032664165797) | > loss_disc_real_0: 0.0969250276684761 (0.114293011810693) | > loss_disc_real_1: 0.1920468658208847 (0.20041008967927043) | > loss_disc_real_2: 0.24712544679641724 (0.21401864897938414) | > loss_disc_real_3: 0.2148704081773758 (0.22941095610903628) | > loss_disc_real_4: 0.22400684654712677 (0.22956514008884324) | > loss_disc_real_5: 0.22413547337055206 (0.22166094958116223) | > loss_0: 2.32674241065979 (2.3549032664165797) | > grad_norm_0: tensor(49.5392, device='cuda:0') (tensor(23.3480, device='cuda:0')) | > loss_gen: 2.3678641319274902 (2.5082849790264117) | > loss_kl: 1.9580941200256348 (1.9072864694968281) | > loss_feat: 7.09079122543335 (7.089530369422955) | > loss_mel: 17.153432846069336 (18.009539247225117) | > loss_duration: 2.0782206058502197 (2.035614742913059) | > loss_1: 30.64840316772461 (31.550255716845975) | > grad_norm_1: tensor(321.9349, device='cuda:0') (tensor(237.6820, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3817 (0.36858430388253494) | > loader_time: 0.0044 (0.003818474668364285)  --> TIME: 2024-06-11 10:39:03 -- STEP: 204/330 -- GLOBAL_STEP: 234725 | > loss_disc: 2.497375249862671 (2.354140974727331) | > loss_disc_real_0: 0.31797829270362854 (0.11559013224334694) | > loss_disc_real_1: 0.15911825001239777 (0.20037343002417504) | > loss_disc_real_2: 0.22913117706775665 (0.2136649574865313) | > loss_disc_real_3: 0.22771593928337097 (0.22949020973607606) | > loss_disc_real_4: 0.24729883670806885 (0.2292332641926466) | > loss_disc_real_5: 0.24677425622940063 (0.2220730577759883) | > loss_0: 2.497375249862671 (2.354140974727331) | > grad_norm_0: tensor(59.7161, device='cuda:0') (tensor(25.8981, device='cuda:0')) | > loss_gen: 2.5562853813171387 (2.517196238040926) | > loss_kl: 2.1647844314575195 (1.9161561797646915) | > loss_feat: 7.402509689331055 (7.107952795776666) | > loss_mel: 17.827539443969727 (17.973202060250674) | > loss_duration: 2.035503387451172 (2.0426363728794383) | > loss_1: 31.986621856689453 (31.557143547955683) | > grad_norm_1: tensor(629.9866, device='cuda:0') (tensor(263.8551, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.3986 (0.3714701346322602) | > loader_time: 0.0047 (0.00394196019453161)  --> TIME: 2024-06-11 10:39:13 -- STEP: 229/330 -- GLOBAL_STEP: 234750 | > loss_disc: 2.3280487060546875 (2.3550916665506145) | > loss_disc_real_0: 0.09555822610855103 (0.11599075763311449) | > loss_disc_real_1: 0.22653259336948395 (0.2003530445447655) | > loss_disc_real_2: 0.20810562372207642 (0.21388532143232603) | > loss_disc_real_3: 0.2538255453109741 (0.2293152135011931) | > loss_disc_real_4: 0.2570887804031372 (0.22926457454023402) | > loss_disc_real_5: 0.2082851678133011 (0.2218009263407195) | > loss_0: 2.3280487060546875 (2.3550916665506145) | > grad_norm_0: tensor(7.3421, device='cuda:0') (tensor(26.6718, device='cuda:0')) | > loss_gen: 2.4915833473205566 (2.512907948556427) | > loss_kl: 1.956863284111023 (1.9228660336748482) | > loss_feat: 6.789941787719727 (7.099799212409939) | > loss_mel: 17.699922561645508 (17.941358807826145) | > loss_duration: 2.13193678855896 (2.05067258578721) | > loss_1: 31.070247650146484 (31.527604507046494) | > grad_norm_1: tensor(101.2692, device='cuda:0') (tensor(268.1971, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.4197 (0.3760529376533875) | > loader_time: 0.006 (0.004079720859444297)  --> TIME: 2024-06-11 10:39:24 -- STEP: 254/330 -- GLOBAL_STEP: 234775 | > loss_disc: 2.2875890731811523 (2.356764987697751) | > loss_disc_real_0: 0.07923027127981186 (0.11685627495034004) | > loss_disc_real_1: 0.18263690173625946 (0.20020239002357315) | > loss_disc_real_2: 0.1915329098701477 (0.21362652676546667) | > loss_disc_real_3: 0.20483362674713135 (0.2293142679873414) | > loss_disc_real_4: 0.22524864971637726 (0.2295310861599727) | > loss_disc_real_5: 0.17944401502609253 (0.22168671586147443) | > loss_0: 2.2875890731811523 (2.356764987697751) | > grad_norm_0: tensor(17.1518, device='cuda:0') (tensor(25.6025, device='cuda:0')) | > loss_gen: 2.490192174911499 (2.5046615365921996) | > loss_kl: 1.9635788202285767 (1.9257096019316846) | > loss_feat: 7.158945560455322 (7.081340722211703) | > loss_mel: 17.61497688293457 (17.905594577939492) | > loss_duration: 2.078972339630127 (2.0573061803194475) | > loss_1: 31.306665420532227 (31.474612551411305) | > grad_norm_1: tensor(302.5218, device='cuda:0') (tensor(259.5820, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.4448 (0.3815471450174887) | > loader_time: 0.0062 (0.004245791848250261)  --> TIME: 2024-06-11 10:39:36 -- STEP: 279/330 -- GLOBAL_STEP: 234800 | > loss_disc: 2.366743564605713 (2.35871552993747) | > loss_disc_real_0: 0.15481139719486237 (0.11736779204673237) | > loss_disc_real_1: 0.21233783662319183 (0.2005549926163902) | > loss_disc_real_2: 0.2677929103374481 (0.21396907822205602) | > loss_disc_real_3: 0.2272607386112213 (0.2293246887811196) | > loss_disc_real_4: 0.2238711714744568 (0.22960339342394182) | > loss_disc_real_5: 0.20587043464183807 (0.2218853134835493) | > loss_0: 2.366743564605713 (2.35871552993747) | > grad_norm_0: tensor(64.1260, device='cuda:0') (tensor(26.2357, device='cuda:0')) | > loss_gen: 2.604090929031372 (2.5021833185653977) | > loss_kl: 1.8382439613342285 (1.9334525831284062) | > loss_feat: 7.455827236175537 (7.077727957011124) | > loss_mel: 17.84699058532715 (17.856645310651448) | > loss_duration: 2.1357195377349854 (2.0660664193519125) | > loss_1: 31.88087272644043 (31.436075531880917) | > grad_norm_1: tensor(610.4523, device='cuda:0') (tensor(271.2591, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.4383 (0.3878539206733841) | > loader_time: 0.0068 (0.004438864287509714)  --> TIME: 2024-06-11 10:39:48 -- STEP: 304/330 -- GLOBAL_STEP: 234825 | > loss_disc: 2.323883056640625 (2.3581834780542463) | > loss_disc_real_0: 0.13195443153381348 (0.11816181358881295) | > loss_disc_real_1: 0.18831810355186462 (0.2004511014215256) | > loss_disc_real_2: 0.21945534646511078 (0.2140522347273011) | > loss_disc_real_3: 0.22871926426887512 (0.229077536857834) | > loss_disc_real_4: 0.23172742128372192 (0.2288411894421044) | > loss_disc_real_5: 0.2027880698442459 (0.22149969206044548) | > loss_0: 2.323883056640625 (2.3581834780542463) | > grad_norm_0: tensor(13.9818, device='cuda:0') (tensor(28.0094, device='cuda:0')) | > loss_gen: 2.7032456398010254 (2.503509705788212) | > loss_kl: 1.9536772966384888 (1.9386415693320727) | > loss_feat: 7.9213643074035645 (7.095891067856236) | > loss_mel: 17.23751449584961 (17.809754377917244) | > loss_duration: 2.2299814224243164 (2.076492433093097) | > loss_1: 32.04578399658203 (31.42428909477435) | > grad_norm_1: tensor(662.4095, device='cuda:0') (tensor(288.9669, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.4884 (0.3950192285211464) | > loader_time: 0.0068 (0.00464062235857311)  --> TIME: 2024-06-11 10:40:18 -- STEP: 329/330 -- GLOBAL_STEP: 234850 | > loss_disc: 2.352271795272827 (2.364532390988705) | > loss_disc_real_0: 0.09516648948192596 (0.1194163410949852) | > loss_disc_real_1: 0.18728387355804443 (0.20125488760261184) | > loss_disc_real_2: 0.19708597660064697 (0.2141753509867155) | > loss_disc_real_3: 0.28361549973487854 (0.22963175426681715) | > loss_disc_real_4: 0.16608262062072754 (0.2297295440203513) | > loss_disc_real_5: 0.18917500972747803 (0.22248756364667308) | > loss_0: 2.352271795272827 (2.364532390988705) | > grad_norm_0: tensor(11.7495, device='cuda:0') (tensor(28.9760, device='cuda:0')) | > loss_gen: 2.441420555114746 (2.5056759405281066) | > loss_kl: 2.0952935218811035 (1.9473762544817474) | > loss_feat: 11.300803184509277 (7.215221464452773) | > loss_mel: 19.132177352905273 (17.80243066596406) | > loss_duration: 2.264399528503418 (2.090504080691235) | > loss_1: 37.23409652709961 (31.5612083539412) | > grad_norm_1: tensor(203.6979, device='cuda:0') (tensor(295.8042, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 15.3637 (0.4536342519394896) | > loader_time: 0.0335 (0.005107039738571026)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.46071195602417 (2.46071195602417) | > loss_disc_real_0: 0.08653610199689865 (0.08653610199689865) | > loss_disc_real_1: 0.25200939178466797 (0.25200939178466797) | > loss_disc_real_2: 0.19709652662277222 (0.19709652662277222) | > loss_disc_real_3: 0.2778809368610382 (0.2778809368610382) | > loss_disc_real_4: 0.25320443511009216 (0.25320443511009216) | > loss_disc_real_5: 0.22161781787872314 (0.22161781787872314) | > loss_0: 2.46071195602417 (2.46071195602417) | > loss_gen: 2.1312708854675293 (2.1312708854675293) | > loss_kl: 2.0693044662475586 (2.0693044662475586) | > loss_feat: 5.658675193786621 (5.658675193786621) | > loss_mel: 14.539006233215332 (14.539006233215332) | > loss_duration: 2.7497079372406006 (2.7497079372406006) | > loss_1: 27.147966384887695 (27.147966384887695)  --> STEP: 1 | > loss_disc: 2.081596612930298 (2.081596612930298) | > loss_disc_real_0: 0.051735468208789825 (0.051735468208789825) | > loss_disc_real_1: 0.12437400221824646 (0.12437400221824646) | > loss_disc_real_2: 0.17569097876548767 (0.17569097876548767) | > loss_disc_real_3: 0.22442512214183807 (0.22442512214183807) | > loss_disc_real_4: 0.17952607572078705 (0.17952607572078705) | > loss_disc_real_5: 0.20764118432998657 (0.20764118432998657) | > loss_0: 2.081596612930298 (2.081596612930298) | > loss_gen: 2.381941080093384 (2.381941080093384) | > loss_kl: 2.8671844005584717 (2.8671844005584717) | > loss_feat: 8.183916091918945 (8.183916091918945) | > loss_mel: 19.2525577545166 (19.2525577545166) | > loss_duration: 2.493621349334717 (2.493621349334717) | > loss_1: 35.179222106933594 (35.179222106933594)  --> STEP: 2 | > loss_disc: 2.3628604412078857 (2.222228527069092) | > loss_disc_real_0: 0.10161378979682922 (0.07667462900280952) | > loss_disc_real_1: 0.2577258050441742 (0.19104990363121033) | > loss_disc_real_2: 0.22106094658374786 (0.19837596267461777) | > loss_disc_real_3: 0.2509269118309021 (0.2376760169863701) | > loss_disc_real_4: 0.2175859808921814 (0.19855602830648422) | > loss_disc_real_5: 0.27333012223243713 (0.24048565328121185) | > loss_0: 2.3628604412078857 (2.222228527069092) | > loss_gen: 2.4418537616729736 (2.4118974208831787) | > loss_kl: 3.2580995559692383 (3.062641978263855) | > loss_feat: 5.427962779998779 (6.805939435958862) | > loss_mel: 18.38633155822754 (18.81944465637207) | > loss_duration: 2.411702871322632 (2.4526621103286743) | > loss_1: 31.92595100402832 (33.55258655548096)  --> STEP: 3 | > loss_disc: 2.141822099685669 (2.1954263846079507) | > loss_disc_real_0: 0.10800494253635406 (0.08711806684732437) | > loss_disc_real_1: 0.11900213360786438 (0.167033980290095) | > loss_disc_real_2: 0.15710462629795074 (0.1846188505490621) | > loss_disc_real_3: 0.1749962717294693 (0.21678276856740317) | > loss_disc_real_4: 0.2793484330177307 (0.22548682987689972) | > loss_disc_real_5: 0.20295821130275726 (0.22797650595506033) | > loss_0: 2.141822099685669 (2.1954263846079507) | > loss_gen: 2.4918618202209473 (2.438552220662435) | > loss_kl: 2.765042304992676 (2.963442087173462) | > loss_feat: 6.364938735961914 (6.658939202626546) | > loss_mel: 17.409330368041992 (18.349406560262043) | > loss_duration: 2.3396201133728027 (2.4149814446767173) | > loss_1: 31.370792388916016 (32.82532183329264)  --> STEP: 4 | > loss_disc: 2.3631842136383057 (2.2373658418655396) | > loss_disc_real_0: 0.08834695816040039 (0.08742528967559338) | > loss_disc_real_1: 0.17555847764015198 (0.16916510462760925) | > loss_disc_real_2: 0.1671677678823471 (0.18025607988238335) | > loss_disc_real_3: 0.24243605136871338 (0.2231960892677307) | > loss_disc_real_4: 0.23071113228797913 (0.22679290547966957) | > loss_disc_real_5: 0.26595330238342285 (0.23747070506215096) | > loss_0: 2.3631842136383057 (2.2373658418655396) | > loss_gen: 2.1158361434936523 (2.3578732013702393) | > loss_kl: 2.993870496749878 (2.971049189567566) | > loss_feat: 6.539192199707031 (6.6290024518966675) | > loss_mel: 18.253604888916016 (18.325456142425537) | > loss_duration: 2.307047128677368 (2.38799786567688) | > loss_1: 32.20955276489258 (32.67137956619263)  --> STEP: 5 | > loss_disc: 2.3866491317749023 (2.267222499847412) | > loss_disc_real_0: 0.07549989223480225 (0.08504021018743516) | > loss_disc_real_1: 0.23748739063739777 (0.18282956182956694) | > loss_disc_real_2: 0.17156043648719788 (0.17851695120334626) | > loss_disc_real_3: 0.23587007820606232 (0.22573088705539704) | > loss_disc_real_4: 0.2320399433374405 (0.22784231305122377) | > loss_disc_real_5: 0.24502579867839813 (0.2389817237854004) | > loss_0: 2.3866491317749023 (2.267222499847412) | > loss_gen: 2.2643203735351562 (2.3391626358032225) | > loss_kl: 2.6181232929229736 (2.9004640102386476) | > loss_feat: 6.531703948974609 (6.609542751312256) | > loss_mel: 18.58318519592285 (18.377001953125) | > loss_duration: 2.431528091430664 (2.396703910827637) | > loss_1: 32.428863525390625 (32.62287635803223)  --> STEP: 6 | > loss_disc: 2.3567922115325928 (2.2821507851282754) | > loss_disc_real_0: 0.07639916986227036 (0.08360003679990768) | > loss_disc_real_1: 0.1856086701154709 (0.18329274654388428) | > loss_disc_real_2: 0.2049805074930191 (0.18292754391829172) | > loss_disc_real_3: 0.27583783864974976 (0.2340820456544558) | > loss_disc_real_4: 0.357220858335495 (0.24940540393193564) | > loss_disc_real_5: 0.2719917297363281 (0.24448339144388834) | > loss_0: 2.3567922115325928 (2.2821507851282754) | > loss_gen: 2.5008482933044434 (2.3661102453867593) | > loss_kl: 2.86521315574646 (2.8945888678232827) | > loss_feat: 5.289130687713623 (6.389474074045817) | > loss_mel: 17.90565299987793 (18.29844379425049) | > loss_duration: 2.1720998287200928 (2.359269897143046) | > loss_1: 30.732946395874023 (32.30788803100586)  --> STEP: 7 | > loss_disc: 2.5024070739746094 (2.3136159692491804) | > loss_disc_real_0: 0.14065422117710114 (0.09175063456807818) | > loss_disc_real_1: 0.18815429508686066 (0.18398725347859518) | > loss_disc_real_2: 0.22483113408088684 (0.18891377108437674) | > loss_disc_real_3: 0.26196858286857605 (0.2380658366850444) | > loss_disc_real_4: 0.2560863494873047 (0.2503598247255598) | > loss_disc_real_5: 0.2568190395832062 (0.24624562689236232) | > loss_0: 2.5024070739746094 (2.3136159692491804) | > loss_gen: 2.2592484951019287 (2.350844281060355) | > loss_kl: 3.7765426635742188 (3.0205822672162737) | > loss_feat: 4.692655086517334 (6.147071361541748) | > loss_mel: 17.595355987548828 (18.198002679007395) | > loss_duration: 2.4804587364196777 (2.376582588468279) | > loss_1: 30.804262161254883 (32.09308433532715)  --> STEP: 8 | > loss_disc: 2.131098985671997 (2.2908013463020325) | > loss_disc_real_0: 0.07279552519321442 (0.08938124589622021) | > loss_disc_real_1: 0.144365131855011 (0.17903448827564716) | > loss_disc_real_2: 0.1824292689561844 (0.1881032083183527) | > loss_disc_real_3: 0.24072197079658508 (0.238397853448987) | > loss_disc_real_4: 0.21063360571861267 (0.2453940473496914) | > loss_disc_real_5: 0.23137693107128143 (0.2443870399147272) | > loss_0: 2.131098985671997 (2.2908013463020325) | > loss_gen: 2.417837381362915 (2.359218418598175) | > loss_kl: 2.5458407402038574 (2.9612395763397217) | > loss_feat: 8.480279922485352 (6.4387224316596985) | > loss_mel: 18.259912490844727 (18.20574140548706) | > loss_duration: 2.2293615341186523 (2.358179956674576) | > loss_1: 33.933231353759766 (32.323102712631226)  --> STEP: 9 | > loss_disc: 2.326077938079834 (2.2947209676106772) | > loss_disc_real_0: 0.06945665180683136 (0.08716740210851033) | > loss_disc_real_1: 0.21050921082496643 (0.18253167967001596) | > loss_disc_real_2: 0.13040994107723236 (0.18169284529156154) | > loss_disc_real_3: 0.2131277471780777 (0.23559006386333042) | > loss_disc_real_4: 0.2372673898935318 (0.2444910854101181) | > loss_disc_real_5: 0.23104573786258698 (0.24290467302004495) | > loss_0: 2.326077938079834 (2.2947209676106772) | > loss_gen: 2.1753299236297607 (2.3387863636016846) | > loss_kl: 2.4073545932769775 (2.899696800443861) | > loss_feat: 9.47768497467041 (6.776384936438666) | > loss_mel: 17.778043746948242 (18.158219443427193) | > loss_duration: 2.1638360023498535 (2.336586183971829) | > loss_1: 34.00224685668945 (32.50967428419325)  --> STEP: 10 | > loss_disc: 2.1107101440429688 (2.276319885253906) | > loss_disc_real_0: 0.08663851022720337 (0.08711451292037964) | > loss_disc_real_1: 0.23862649500370026 (0.1881411612033844) | > loss_disc_real_2: 0.17282302677631378 (0.18080586344003677) | > loss_disc_real_3: 0.24859289824962616 (0.23689034730195999) | > loss_disc_real_4: 0.26727181673049927 (0.24676915854215623) | > loss_disc_real_5: 0.1849125474691391 (0.23710546046495437) | > loss_0: 2.1107101440429688 (2.276319885253906) | > loss_gen: 2.7069191932678223 (2.3755996465682983) | > loss_kl: 2.1582887172698975 (2.825555992126465) | > loss_feat: 7.369828701019287 (6.835729312896729) | > loss_mel: 17.364809036254883 (18.07887840270996) | > loss_duration: 2.352102279663086 (2.3381377935409544) | > loss_1: 31.951946258544922 (32.45390148162842)  --> STEP: 11 | > loss_disc: 2.398333787918091 (2.2874120582233775) | > loss_disc_real_0: 0.06972452998161316 (0.08553360538049178) | > loss_disc_real_1: 0.22297726571559906 (0.1913080797954039) | > loss_disc_real_2: 0.15624190866947174 (0.17857277664271268) | > loss_disc_real_3: 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2.4622867107391357 (2.301984945933024) | > loss_gen: 2.155731678009033 (2.3416751623153687) | > loss_kl: 3.2013614177703857 (2.881074051062266) | > loss_feat: 6.543071746826172 (6.741350809733073) | > loss_mel: 17.645612716674805 (17.92585817972819) | > loss_duration: 2.2616872787475586 (2.343967338403066) | > loss_1: 31.807464599609375 (32.23392581939697)  --> STEP: 13 | > loss_disc: 2.407383441925049 (2.3100925225477953) | > loss_disc_real_0: 0.11379586905241013 (0.08671474399474952) | > loss_disc_real_1: 0.23350849747657776 (0.19845403616244978) | > loss_disc_real_2: 0.19761092960834503 (0.18394269278416267) | > loss_disc_real_3: 0.2188647985458374 (0.2372936583482302) | > loss_disc_real_4: 0.2037353366613388 (0.24369787596739256) | > loss_disc_real_5: 0.1969434916973114 (0.23637830637968504) | > loss_0: 2.407383441925049 (2.3100925225477953) | > loss_gen: 2.2421281337738037 (2.3340176985814023) | > loss_kl: 3.0127031803131104 (2.891199368696946) | > loss_feat: 6.784144878387451 (6.744642661168025) | > loss_mel: 15.894107818603516 (17.769569690410908) | > loss_duration: 2.21732759475708 (2.334225819661067) | > loss_1: 30.15041160583496 (32.07365549527682)  --> STEP: 14 | > loss_disc: 2.1663424968719482 (2.299824663570949) | > loss_disc_real_0: 0.09833084791898727 (0.08754446570362363) | > loss_disc_real_1: 0.19080409407615662 (0.19790761172771454) | > loss_disc_real_2: 0.1678379327058792 (0.182792352778571) | > loss_disc_real_3: 0.24916133284568787 (0.2381413493837629) | > loss_disc_real_4: 0.19492202997207642 (0.2402138869677271) | > loss_disc_real_5: 0.16836893558502197 (0.23152049418006623) | > loss_0: 2.1663424968719482 (2.299824663570949) | > loss_gen: 2.391230344772339 (2.338104316166469) | > loss_kl: 3.6939971446990967 (2.948542066982814) | > loss_feat: 8.019423484802246 (6.8356984342847555) | > loss_mel: 19.500152587890625 (17.8931827545166) | > loss_duration: 2.411961078643799 (2.339778338159834) | > loss_1: 36.01676559448242 (32.35530621664865)  --> STEP: 15 | > loss_disc: 2.1487364768981934 (2.2897521177927653) | > loss_disc_real_0: 0.10414480417966843 (0.08865115493535995) | > loss_disc_real_1: 0.1792657971382141 (0.1966648240884145) | > loss_disc_real_2: 0.17589521408081055 (0.18233254353205364) | > loss_disc_real_3: 0.18213120102882385 (0.23440733949343365) | > loss_disc_real_4: 0.18145397305488586 (0.2362965593735377) | > loss_disc_real_5: 0.15640978515148163 (0.2265131135781606) | > loss_0: 2.1487364768981934 (2.2897521177927653) | > loss_gen: 2.3349907398223877 (2.337896744410197) | > loss_kl: 3.163889169692993 (2.962898540496826) | > loss_feat: 7.424019813537598 (6.874919859568278) | > loss_mel: 18.130874633789062 (17.909028879801433) | > loss_duration: 2.376344919204712 (2.3422161102294923) | > loss_1: 33.43012237548828 (32.42696062723796)  --> STEP: 16 | > loss_disc: 2.61643385887146 (2.3101697266101837) | > loss_disc_real_0: 0.10361070930957794 (0.08958612708374858) | > loss_disc_real_1: 0.24623391032218933 (0.19976289197802544) | > loss_disc_real_2: 0.2486039400100708 (0.1864745058119297) | > loss_disc_real_3: 0.24533067643642426 (0.23509004805237055) | > loss_disc_real_4: 0.3105214238166809 (0.24093561340123415) | > loss_disc_real_5: 0.23092769086360931 (0.22678902465850115) | > loss_0: 2.61643385887146 (2.3101697266101837) | > loss_gen: 2.1103861331939697 (2.3236773312091827) | > loss_kl: 2.3317248821258545 (2.9234501868486404) | > loss_feat: 6.863215446472168 (6.874188333749771) | > loss_mel: 14.935583114624023 (17.723188519477844) | > loss_duration: 2.3488214015960693 (2.3426289409399033) | > loss_1: 28.589731216430664 (32.1871337890625)  --> STEP: 17 | > loss_disc: 2.330662488937378 (2.311375183217666) | > loss_disc_real_0: 0.1624108850955963 (0.09386993637856315) | > loss_disc_real_1: 0.2067246288061142 (0.20017240590908947) | > loss_disc_real_2: 0.2960876226425171 (0.19292233621372895) | > loss_disc_real_3: 0.2238999903202057 (0.2344318093622432) | > loss_disc_real_4: 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(17.7315384714227) | > loss_duration: 2.302201747894287 (2.3391794405485453) | > loss_1: 32.12771987915039 (32.246549807096784)  --> STEP: 20 | > loss_disc: 2.1907505989074707 (2.289897584915161) | > loss_disc_real_0: 0.14494705200195312 (0.0978353101760149) | > loss_disc_real_1: 0.1879798322916031 (0.19713870510458947) | > loss_disc_real_2: 0.20473699271678925 (0.189986265450716) | > loss_disc_real_3: 0.15543803572654724 (0.22728988379240037) | > loss_disc_real_4: 0.2748418152332306 (0.23843434154987336) | > loss_disc_real_5: 0.2796478569507599 (0.22216659560799598) | > loss_0: 2.1907505989074707 (2.289897584915161) | > loss_gen: 2.665597438812256 (2.35558545589447) | > loss_kl: 2.53135347366333 (2.793355113267898) | > loss_feat: 6.402102470397949 (6.998052000999451) | > loss_mel: 19.700298309326172 (17.82997646331787) | > loss_duration: 2.3063135147094727 (2.3375361442565916) | > loss_1: 33.60566711425781 (32.314505672454835)  --> STEP: 21 | > loss_disc: 2.1086204051971436 (2.2812653382619223) | > loss_disc_real_0: 0.08399669826030731 (0.09717632865621931) | > loss_disc_real_1: 0.14349129796028137 (0.1945840666691462) | > loss_disc_real_2: 0.19392231106758118 (0.19017369619437627) | > loss_disc_real_3: 0.2453865110874176 (0.22815162794930594) | > loss_disc_real_4: 0.20100334286689758 (0.23665191304116023) | > loss_disc_real_5: 0.1706620305776596 (0.21971399727321805) | > loss_0: 2.1086204051971436 (2.2812653382619223) | > loss_gen: 2.341780185699463 (2.3549280620756603) | > loss_kl: 2.447913646697998 (2.7769055196217125) | > loss_feat: 5.711787223815918 (6.9368012973240445) | > loss_mel: 16.59895133972168 (17.7713562193371) | > loss_duration: 2.161494731903076 (2.329153219858805) | > loss_1: 29.261926651000977 (32.169144766671316)  --> STEP: 22 | > loss_disc: 2.2210988998413086 (2.2785305001518945) | > loss_disc_real_0: 0.048527512699365616 (0.09496501883999868) | > loss_disc_real_1: 0.24749226868152618 (0.19698898494243622) | > loss_disc_real_2: 0.1649724245071411 (0.18902818384495648) | > loss_disc_real_3: 0.17082104086875916 (0.22554569217291745) | > loss_disc_real_4: 0.21417520940303802 (0.23563024469397284) | > loss_disc_real_5: 0.21156227588653564 (0.2193434644829143) | > loss_0: 2.2210988998413086 (2.2785305001518945) | > loss_gen: 2.299337148666382 (2.3524012023752388) | > loss_kl: 2.074845790863037 (2.744993713769045) | > loss_feat: 8.529237747192383 (7.00918477231806) | > loss_mel: 19.39670753479004 (17.84523582458496) | > loss_duration: 2.168766498565674 (2.321862914345481) | > loss_1: 34.468894958496094 (32.27367886629972)  --> STEP: 23 | > loss_disc: 2.104613780975342 (2.2709689036659575) | > loss_disc_real_0: 0.14711660146713257 (0.0972324789542219) | > loss_disc_real_1: 0.2267305999994278 (0.19828209864056628) | > loss_disc_real_2: 0.19059686362743378 (0.18909638731375986) | > loss_disc_real_3: 0.22264857590198517 (0.2254197305959204) | > loss_disc_real_4: 0.23530706763267517 (0.23561619351739468) | > loss_disc_real_5: 0.2220505177974701 (0.2194611624531124) | > loss_0: 2.104613780975342 (2.2709689036659575) | > loss_gen: 2.755526542663574 (2.3699283910834272) | > loss_kl: 2.2681593894958496 (2.7242617866267325) | > loss_feat: 8.614348411560059 (7.078974495763364) | > loss_mel: 16.436758041381836 (17.783997660097867) | > loss_duration: 2.2612619400024414 (2.3192280893740445) | > loss_1: 32.33605194091797 (32.2763907391092)  --> STEP: 24 | > loss_disc: 2.3235390186309814 (2.2731593251228337) | > loss_disc_real_0: 0.09088405221700668 (0.09696796117350459) | > loss_disc_real_1: 0.21811287105083466 (0.19910838082432747) | > loss_disc_real_2: 0.24939051270484924 (0.19160864253838858) | > loss_disc_real_3: 0.25769755244255066 (0.22676463983953) | > loss_disc_real_4: 0.22279351949691772 (0.23508191543320814) | > loss_disc_real_5: 0.2323829084634781 (0.21999956853687763) | > loss_0: 2.3235390186309814 (2.2731593251228337) | > loss_gen: 2.3680076599121094 (2.3698483606179557) | > loss_kl: 2.3154144287109375 (2.707226480046908) | > loss_feat: 4.901975631713867 (6.988266209761302) | > loss_mel: 18.17197608947754 (17.80016342798869) | > loss_duration: 2.3973569869995117 (2.322483460108439) | > loss_1: 30.15473175048828 (32.18798828125)  --> STEP: 25 | > loss_disc: 2.3893320560455322 (2.277806234359742) | > loss_disc_real_0: 0.12967050075531006 (0.0982760627567768) | > loss_disc_real_1: 0.17439332604408264 (0.19811977863311767) | > loss_disc_real_2: 0.19312915205955505 (0.19166946291923523) | > loss_disc_real_3: 0.20583373308181763 (0.2259274035692215) | > loss_disc_real_4: 0.23139354586601257 (0.23493438065052033) | > loss_disc_real_5: 0.22628943622112274 (0.22025116324424743) | > loss_0: 2.3893320560455322 (2.277806234359742) | > loss_gen: 2.250107526779175 (2.365058727264404) | > loss_kl: 3.0651538372039795 (2.721543574333191) | > loss_feat: 6.53872537612915 (6.970284576416016) | > loss_mel: 15.78682804107666 (17.71963001251221) | > loss_duration: 2.3308279514312744 (2.3228172397613527) | > loss_1: 29.971641540527344 (32.09933441162109)  --> STEP: 26 | > loss_disc: 2.793761968612671 (2.297650685677162) | > loss_disc_real_0: 0.13244980573654175 (0.09959043748676777) | > loss_disc_real_1: 0.28418439626693726 (0.20142995623441842) | > loss_disc_real_2: 0.20352910459041595 (0.19212560298351142) | > loss_disc_real_3: 0.22386878728866577 (0.22584822601996934) | > loss_disc_real_4: 0.2034357786178589 (0.23372289595695642) | > loss_disc_real_5: 0.24405422806739807 (0.22116666573744553) | > loss_0: 2.793761968612671 (2.297650685677162) | > loss_gen: 1.88803231716156 (2.346711557645064) | > loss_kl: 2.197615146636963 (2.701392480960259) | > loss_feat: 8.638826370239258 (7.034459260793833) | > loss_mel: 11.947163581848145 (17.497612072871284) | > loss_duration: 2.263322353363037 (2.320528974899879) | > loss_1: 26.934959411621094 (31.900704603928787) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025073564969576322 (+8.649092454176676e-05) | > avg_loss_disc: 2.297650685677162 (-0.14918342920450023) | > avg_loss_disc_real_0: 0.09959043748676777 (-0.06922690154841313) | > avg_loss_disc_real_1: 0.20142995623441842 (+0.02122126175807071) | > avg_loss_disc_real_2: 0.19212560298351142 (-0.06501078032530269) | > avg_loss_disc_real_3: 0.22584822601996934 (-0.0324477433012082) | > avg_loss_disc_real_4: 0.23372289595695642 (-0.016647429706958622) | > avg_loss_disc_real_5: 0.22116666573744553 (-0.03444867351880443) | > avg_loss_0: 2.297650685677162 (-0.14918342920450023) | > avg_loss_gen: 2.346711557645064 (-0.14296917273448084) | > avg_loss_kl: 2.701392480960259 (+0.07825646492151117) | > avg_loss_feat: 7.034459260793833 (+0.007154299662663455) | > avg_loss_mel: 17.497612072871284 (-0.5414616878216059) | > avg_loss_duration: 2.320528974899879 (+0.0022725417063789166) | > avg_loss_1: 31.900704603928787 (-0.5967471782977753)  > EPOCH: 445/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:40:23)   --> TIME: 2024-06-11 10:40:34 -- STEP: 24/330 -- GLOBAL_STEP: 234875 | > loss_disc: 2.370129346847534 (2.31409219900767) | > loss_disc_real_0: 0.1090945303440094 (0.10225034815569718) | > loss_disc_real_1: 0.19192437827587128 (0.1963216116031011) | > loss_disc_real_2: 0.19201122224330902 (0.21147297695279121) | > loss_disc_real_3: 0.24658697843551636 (0.22357463091611862) | > loss_disc_real_4: 0.23043669760227203 (0.23000687547028065) | > loss_disc_real_5: 0.21322056651115417 (0.2206437693287929) | > loss_0: 2.370129346847534 (2.31409219900767) | > grad_norm_0: tensor(5.6123, device='cuda:0') (tensor(10.4244, device='cuda:0')) | > loss_gen: 2.40413498878479 (2.5146094063917794) | > loss_kl: 1.9172732830047607 (1.8868128408988316) | > loss_feat: 8.158212661743164 (7.0338436762491865) | > loss_mel: 18.33056640625 (18.03085168202718) | > loss_duration: 1.992661714553833 (2.0818585256735487) | > loss_1: 32.80284881591797 (31.54797649383545) | > grad_norm_1: tensor(72.8681, device='cuda:0') (tensor(100.8713, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.3657 (0.36409929394721985) | > loader_time: 0.0037 (0.0034693777561187744)  --> TIME: 2024-06-11 10:40:43 -- STEP: 49/330 -- GLOBAL_STEP: 234900 | > loss_disc: 2.3411145210266113 (2.318837589147139) | > loss_disc_real_0: 0.07998290657997131 (0.1033617702065682) | > loss_disc_real_1: 0.19042810797691345 (0.19842056169801828) | > loss_disc_real_2: 0.20926803350448608 (0.21050377828734262) | > loss_disc_real_3: 0.2134394347667694 (0.22501046438606417) | > loss_disc_real_4: 0.21724669635295868 (0.2296603513615472) | > loss_disc_real_5: 0.19757859408855438 (0.22140623507451038) | > loss_0: 2.3411145210266113 (2.318837589147139) | > grad_norm_0: tensor(16.7100, device='cuda:0') (tensor(9.8291, device='cuda:0')) | > loss_gen: 2.370068073272705 (2.507977451596941) | > loss_kl: 1.8377704620361328 (1.8600860712479572) | > loss_feat: 7.124941349029541 (7.064856665475028) | > loss_mel: 17.534372329711914 (18.021319603433408) | > loss_duration: 1.977160930633545 (2.0402001823697766) | > loss_1: 30.84431266784668 (31.494440156586315) | > grad_norm_1: tensor(238.3300, device='cuda:0') (tensor(91.8880, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.3729 (0.36429926813865193) | > loader_time: 0.0037 (0.003586910208877252)  --> TIME: 2024-06-11 10:40:52 -- STEP: 74/330 -- GLOBAL_STEP: 234925 | > loss_disc: 2.3539865016937256 (2.3234624282733813) | > loss_disc_real_0: 0.12943647801876068 (0.10595946255567912) | > loss_disc_real_1: 0.1647740602493286 (0.19676812738180163) | > loss_disc_real_2: 0.21943697333335876 (0.21143718708205866) | > loss_disc_real_3: 0.22460469603538513 (0.2269579375515113) | > loss_disc_real_4: 0.20987962186336517 (0.22840667677086754) | > loss_disc_real_5: 0.21640633046627045 (0.22150581954298798) | > loss_0: 2.3539865016937256 (2.3234624282733813) | > grad_norm_0: tensor(18.0184, device='cuda:0') (tensor(10.4655, device='cuda:0')) | > loss_gen: 2.532531499862671 (2.507564560787098) | > loss_kl: 1.8409429788589478 (1.8674552795049306) | > loss_feat: 7.325606822967529 (7.155272793125462) | > loss_mel: 18.34148597717285 (18.078030276942897) | > loss_duration: 1.9340081214904785 (2.023989057218706) | > loss_1: 31.97457504272461 (31.6323120787337) | > grad_norm_1: tensor(187.0921, device='cuda:0') (tensor(105.4854, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.3538 (0.36385027460149816) | > loader_time: 0.0038 (0.0036628568494642103)  --> TIME: 2024-06-11 10:41:01 -- STEP: 99/330 -- GLOBAL_STEP: 234950 | > loss_disc: 2.352656126022339 (2.320932511127356) | > loss_disc_real_0: 0.12845897674560547 (0.10836701832636438) | > loss_disc_real_1: 0.23426751792430878 (0.19819755220051968) | > loss_disc_real_2: 0.24219001829624176 (0.20989726122581598) | > loss_disc_real_3: 0.21846778690814972 (0.22676065383535443) | > loss_disc_real_4: 0.2140936404466629 (0.22852436129492942) | > loss_disc_real_5: 0.23690108954906464 (0.22127627483522053) | > loss_0: 2.352656126022339 (2.320932511127356) | > grad_norm_0: tensor(27.1625, device='cuda:0') (tensor(10.8720, device='cuda:0')) | > loss_gen: 2.5484838485717773 (2.5105944570868908) | > loss_kl: 1.8155531883239746 (1.878231406211853) | > loss_feat: 6.887472629547119 (7.118164231078794) | > loss_mel: 17.651552200317383 (18.05264415162982) | > loss_duration: 2.0299534797668457 (2.022737518705503) | > loss_1: 30.933013916015625 (31.582371856227066) | > grad_norm_1: tensor(217.9951, device='cuda:0') (tensor(113.2620, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.3794 (0.3644252931228792) | > loader_time: 0.0038 (0.0036820257552946456)  --> TIME: 2024-06-11 10:41:11 -- STEP: 124/330 -- GLOBAL_STEP: 234975 | > loss_disc: 2.308568000793457 (2.3254635257105662) | > loss_disc_real_0: 0.1032693088054657 (0.10955000975199285) | > loss_disc_real_1: 0.17645275592803955 (0.1976721769859714) | > loss_disc_real_2: 0.22041542828083038 (0.2097508060114999) | > loss_disc_real_3: 0.21053552627563477 (0.22720790666437918) | > loss_disc_real_4: 0.21308168768882751 (0.2286604496259843) | > loss_disc_real_5: 0.1902235597372055 (0.22097065924636783) | > loss_0: 2.308568000793457 (2.3254635257105662) | > grad_norm_0: tensor(16.2367, device='cuda:0') (tensor(11.0736, device='cuda:0')) | > loss_gen: 2.544349431991577 (2.5076454166443116) | > loss_kl: 1.9241704940795898 (1.8908940918983952) | > loss_feat: 8.116936683654785 (7.1457479615365305) | > loss_mel: 18.552425384521484 (18.070876013848096) | > loss_duration: 2.042476177215576 (2.0253578453294687) | > loss_1: 33.18035888671875 (31.640521341754543) | > grad_norm_1: tensor(213.1854, device='cuda:0') (tensor(119.8213, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.3837 (0.3678729168830379) | > loader_time: 0.0038 (0.0037109025063053252)  --> TIME: 2024-06-11 10:41:21 -- STEP: 149/330 -- GLOBAL_STEP: 235000 | > loss_disc: 2.3299710750579834 (2.3300121278570796) | > loss_disc_real_0: 0.1148236095905304 (0.11102209540221515) | > loss_disc_real_1: 0.1965617835521698 (0.19796275552487214) | > loss_disc_real_2: 0.2416486144065857 (0.21057678869106627) | > loss_disc_real_3: 0.2498512715101242 (0.22726973941262135) | > loss_disc_real_4: 0.2340477555990219 (0.22833354041080348) | > loss_disc_real_5: 0.22431910037994385 (0.22083082055085457) | > loss_0: 2.3299710750579834 (2.3300121278570796) | > grad_norm_0: tensor(41.3375, device='cuda:0') (tensor(13.3379, device='cuda:0')) | > loss_gen: 2.570943593978882 (2.505180107667142) | > loss_kl: 2.0083601474761963 (1.897642523650355) | > loss_feat: 6.724081516265869 (7.140169364493965) | > loss_mel: 18.092004776000977 (18.048601867368568) | > loss_duration: 2.0452067852020264 (2.0282189534014496) | > loss_1: 31.440597534179688 (31.61981289498758) | > grad_norm_1: tensor(145.3336, device='cuda:0') (tensor(147.4743, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.393 (0.3705619581593764) | > loader_time: 0.0042 (0.0038045332735816904) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_235000.pth  --> TIME: 2024-06-11 10:41:36 -- STEP: 174/330 -- GLOBAL_STEP: 235025 | > loss_disc: 2.3330013751983643 (2.331748595182923) | > loss_disc_real_0: 0.16988018155097961 (0.11156633975862086) | > loss_disc_real_1: 0.1773463487625122 (0.19825325306804706) | > loss_disc_real_2: 0.17984777688980103 (0.21098070377591013) | > loss_disc_real_3: 0.2229294627904892 (0.22723410175792103) | > loss_disc_real_4: 0.20932677388191223 (0.22875091647622228) | > loss_disc_real_5: 0.2021222710609436 (0.22091445592285572) | > loss_0: 2.3330013751983643 (2.331748595182923) | > grad_norm_0: tensor(31.9358, device='cuda:0') (tensor(15.6356, device='cuda:0')) | > loss_gen: 2.323868751525879 (2.5072276290805857) | > loss_kl: 2.002791404724121 (1.8990730410334709) | > loss_feat: 6.800838470458984 (7.153566955149858) | > loss_mel: 17.89188575744629 (18.03913446404469) | > loss_duration: 2.125521183013916 (2.0322161303169426) | > loss_1: 31.1449031829834 (31.63121828539618) | > grad_norm_1: tensor(105.8244, device='cuda:0') (tensor(171.0072, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.3853 (0.37487443973278184) | > loader_time: 0.0051 (0.003910096212365161)  --> TIME: 2024-06-11 10:41:46 -- STEP: 199/330 -- GLOBAL_STEP: 235050 | > loss_disc: 2.4808356761932373 (2.3324389325913457) | > loss_disc_real_0: 0.16364246606826782 (0.11171130192040199) | > loss_disc_real_1: 0.21125322580337524 (0.19893413699751528) | > loss_disc_real_2: 0.23205453157424927 (0.21115750508691797) | > loss_disc_real_3: 0.2610814869403839 (0.22712730230698033) | > loss_disc_real_4: 0.22695113718509674 (0.22811989942986763) | > loss_disc_real_5: 0.2454601675271988 (0.22060085481135688) | > loss_0: 2.4808356761932373 (2.3324389325913457) | > grad_norm_0: tensor(47.9234, device='cuda:0') (tensor(18.3678, device='cuda:0')) | > loss_gen: 2.399352788925171 (2.5140210515889696) | > loss_kl: 1.8936775922775269 (1.8999594132504871) | > loss_feat: 5.845736026763916 (7.155308730638207) | > loss_mel: 17.78753089904785 (17.988260748398368) | > loss_duration: 2.162710666656494 (2.0396925163029445) | > loss_1: 30.089008331298828 (31.597242508701342) | > grad_norm_1: tensor(167.3146, device='cuda:0') (tensor(195.6038, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.397 (0.3772693255438877) | > loader_time: 0.0053 (0.004043168158986459)  --> TIME: 2024-06-11 10:41:57 -- STEP: 224/330 -- GLOBAL_STEP: 235075 | > loss_disc: 2.288489818572998 (2.331961504050661) | > loss_disc_real_0: 0.1430564522743225 (0.11367167537433229) | > loss_disc_real_1: 0.17915326356887817 (0.1986795531452767) | > loss_disc_real_2: 0.18256212770938873 (0.21102276863530278) | > loss_disc_real_3: 0.2232171595096588 (0.22689114125179394) | > loss_disc_real_4: 0.24549485743045807 (0.2277688052771347) | > loss_disc_real_5: 0.20149046182632446 (0.22038330882787704) | > loss_0: 2.288489818572998 (2.331961504050661) | > grad_norm_0: tensor(37.0085, device='cuda:0') (tensor(21.9861, device='cuda:0')) | > loss_gen: 2.6148812770843506 (2.521678268909455) | > loss_kl: 1.9709970951080322 (1.9034862986632757) | > loss_feat: 8.034955978393555 (7.176502315061433) | > loss_mel: 17.595401763916016 (17.947211120809833) | > loss_duration: 2.1453194618225098 (2.0464362794799493) | > loss_1: 32.36155700683594 (31.59531433241708) | > grad_norm_1: tensor(516.5007, device='cuda:0') (tensor(223.0027, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.4024 (0.380522872720446) | > loader_time: 0.0051 (0.004174457064696717)  --> TIME: 2024-06-11 10:42:07 -- STEP: 249/330 -- GLOBAL_STEP: 235100 | > loss_disc: 2.4441986083984375 (2.3352896544827972) | > loss_disc_real_0: 0.12028853595256805 (0.11394550969981286) | > loss_disc_real_1: 0.19598567485809326 (0.1989036838572667) | > loss_disc_real_2: 0.20580743253231049 (0.21189349273361835) | > loss_disc_real_3: 0.23122276365756989 (0.22700415503787227) | > loss_disc_real_4: 0.22159942984580994 (0.22786704866761665) | > loss_disc_real_5: 0.2306048572063446 (0.22067650709765024) | > loss_0: 2.4441986083984375 (2.3352896544827972) | > grad_norm_0: tensor(19.7653, device='cuda:0') (tensor(22.3509, device='cuda:0')) | > loss_gen: 2.283961296081543 (2.5178714545376333) | > loss_kl: 1.8866678476333618 (1.9103111023883743) | > loss_feat: 6.464522361755371 (7.172717312732375) | > loss_mel: 17.271820068359375 (17.916687501960975) | > loss_duration: 2.1351120471954346 (2.0541422333583315) | > loss_1: 30.042083740234375 (31.571729614073973) | > grad_norm_1: tensor(371.8694, device='cuda:0') (tensor(232.1729, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.4147 (0.38446607551421513) | > loader_time: 0.0053 (0.0043104977971578666)  --> TIME: 2024-06-11 10:42:18 -- STEP: 274/330 -- GLOBAL_STEP: 235125 | > loss_disc: 2.3237524032592773 (2.3356534016393375) | > loss_disc_real_0: 0.12381090223789215 (0.11469586349914979) | > loss_disc_real_1: 0.2184639871120453 (0.19865818620815767) | > loss_disc_real_2: 0.19165123999118805 (0.21189181131385537) | > loss_disc_real_3: 0.22600233554840088 (0.22721802329059934) | > loss_disc_real_4: 0.2392910271883011 (0.22779201683554337) | > loss_disc_real_5: 0.23504045605659485 (0.22047442002018003) | > loss_0: 2.3237524032592773 (2.3356534016393375) | > grad_norm_0: tensor(28.7055, device='cuda:0') (tensor(23.0264, device='cuda:0')) | > loss_gen: 2.595529556274414 (2.5148305092414804) | > loss_kl: 2.010525941848755 (1.9189942044063206) | > loss_feat: 7.936574935913086 (7.1738501482636385) | > loss_mel: 17.996978759765625 (17.876305545333533) | > loss_duration: 2.1510214805603027 (2.062035875163811) | > loss_1: 32.69063186645508 (31.546016289369902) | > grad_norm_1: tensor(533.5082, device='cuda:0') (tensor(240.1691, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.4748 (0.3891941195856916) | > loader_time: 0.0057 (0.0044767943611980325)  --> TIME: 2024-06-11 10:42:30 -- STEP: 299/330 -- GLOBAL_STEP: 235150 | > loss_disc: 2.3600854873657227 (2.3390611254650584) | > loss_disc_real_0: 0.09742049872875214 (0.11598097870630963) | > loss_disc_real_1: 0.2617645859718323 (0.19929473550622678) | > loss_disc_real_2: 0.1865774244070053 (0.21222695115218598) | > loss_disc_real_3: 0.25826209783554077 (0.22723242057406384) | > loss_disc_real_4: 0.21566715836524963 (0.2278114551285836) | > loss_disc_real_5: 0.2608822286128998 (0.2207375121953894) | > loss_0: 2.3600854873657227 (2.3390611254650584) | > grad_norm_0: tensor(30.4934, device='cuda:0') (tensor(25.7834, device='cuda:0')) | > loss_gen: 2.692488431930542 (2.5140461124305356) | > loss_kl: 2.02409029006958 (1.9272343829324015) | > loss_feat: 7.055672645568848 (7.177127000878886) | > loss_mel: 17.71064567565918 (17.838836701817335) | > loss_duration: 2.236323356628418 (2.0722423815806996) | > loss_1: 31.719219207763672 (31.529486582829403) | > grad_norm_1: tensor(465.8320, device='cuda:0') (tensor(258.7710, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.4763 (0.3954284023680416) | > loader_time: 0.007 (0.004637931102893023)  --> TIME: 2024-06-11 10:42:44 -- STEP: 324/330 -- GLOBAL_STEP: 235175 | > loss_disc: 2.434781789779663 (2.3434423568807965) | > loss_disc_real_0: 0.15166687965393066 (0.11827064067539242) | > loss_disc_real_1: 0.25854572653770447 (0.20009446167099623) | > loss_disc_real_2: 0.2520386874675751 (0.21233217059462167) | > loss_disc_real_3: 0.2303648591041565 (0.22741633773217967) | > loss_disc_real_4: 0.18837986886501312 (0.22765603785713515) | > loss_disc_real_5: 0.22125715017318726 (0.2208871395315653) | > loss_0: 2.434781789779663 (2.3434423568807965) | > grad_norm_0: tensor(35.9285, device='cuda:0') (tensor(28.0137, device='cuda:0')) | > loss_gen: 2.185810089111328 (2.5144006999922404) | > loss_kl: 2.092254400253296 (1.9346716830759874) | > loss_feat: 9.08951187133789 (7.233756509827979) | > loss_mel: 17.908754348754883 (17.800038664429287) | > loss_duration: 2.2709851264953613 (2.0862218675054165) | > loss_1: 33.54731750488281 (31.56908944801048) | > grad_norm_1: tensor(310.1797, device='cuda:0') (tensor(273.0361, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.5837 (0.4068813647752927) | > loader_time: 0.0092 (0.004878027939502101)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.42474365234375 (2.42474365234375) | > loss_disc_real_0: 0.08757975697517395 (0.08757975697517395) | > loss_disc_real_1: 0.20662061870098114 (0.20662061870098114) | > loss_disc_real_2: 0.2739406228065491 (0.2739406228065491) | > loss_disc_real_3: 0.34710925817489624 (0.34710925817489624) | > loss_disc_real_4: 0.3117152154445648 (0.3117152154445648) | > loss_disc_real_5: 0.26272818446159363 (0.26272818446159363) | > loss_0: 2.42474365234375 (2.42474365234375) | > loss_gen: 2.645616054534912 (2.645616054534912) | > loss_kl: 2.4807636737823486 (2.4807636737823486) | > loss_feat: 7.262535572052002 (7.262535572052002) | > loss_mel: 18.258272171020508 (18.258272171020508) | > loss_duration: 2.8817548751831055 (2.8817548751831055) | > loss_1: 33.5289421081543 (33.5289421081543)  --> STEP: 1 | > loss_disc: 2.2835192680358887 (2.2835192680358887) | > loss_disc_real_0: 0.07517018914222717 (0.07517018914222717) | > loss_disc_real_1: 0.14123156666755676 (0.14123156666755676) | > loss_disc_real_2: 0.2008059173822403 (0.2008059173822403) | > loss_disc_real_3: 0.28695303201675415 (0.28695303201675415) | > loss_disc_real_4: 0.27386415004730225 (0.27386415004730225) | > loss_disc_real_5: 0.26990777254104614 (0.26990777254104614) | > loss_0: 2.2835192680358887 (2.2835192680358887) | > loss_gen: 2.3547167778015137 (2.3547167778015137) | > loss_kl: 2.7337048053741455 (2.7337048053741455) | > loss_feat: 4.841597080230713 (4.841597080230713) | > loss_mel: 18.663724899291992 (18.663724899291992) | > loss_duration: 2.427750587463379 (2.427750587463379) | > loss_1: 31.021495819091797 (31.021495819091797)  --> STEP: 2 | > loss_disc: 2.1811180114746094 (2.232318639755249) | > loss_disc_real_0: 0.06687043607234955 (0.07102031260728836) | > loss_disc_real_1: 0.19503837823867798 (0.16813497245311737) | > loss_disc_real_2: 0.21478885412216187 (0.20779738575220108) | > loss_disc_real_3: 0.2646605372428894 (0.2758067846298218) | > loss_disc_real_4: 0.326727956533432 (0.3002960532903671) | > loss_disc_real_5: 0.2983872890472412 (0.2841475307941437) | > loss_0: 2.1811180114746094 (2.232318639755249) | > loss_gen: 2.787415027618408 (2.571065902709961) | > loss_kl: 3.003847122192383 (2.868775963783264) | > loss_feat: 5.922547340393066 (5.38207221031189) | > loss_mel: 19.391887664794922 (19.027806282043457) | > loss_duration: 2.432131052017212 (2.4299408197402954) | > loss_1: 33.5378303527832 (32.2796630859375)  --> STEP: 3 | > loss_disc: 2.3480160236358643 (2.2708844343821206) | > loss_disc_real_0: 0.16077764332294464 (0.10093942284584045) | > loss_disc_real_1: 0.240043506026268 (0.19210448364416757) | > loss_disc_real_2: 0.2160947471857071 (0.2105631728967031) | > loss_disc_real_3: 0.28926199674606323 (0.2802918553352356) | > loss_disc_real_4: 0.2614356279373169 (0.2873425781726837) | > loss_disc_real_5: 0.23036248981952667 (0.2662191838026047) | > loss_0: 2.3480160236358643 (2.2708844343821206) | > loss_gen: 2.5563244819641113 (2.5661520957946777) | > loss_kl: 3.475884437561035 (3.071145455042521) | > loss_feat: 6.438251495361328 (5.734131971995036) | > loss_mel: 17.197866439819336 (18.417826334635418) | > loss_duration: 2.3753769397735596 (2.4117528597513833) | > loss_1: 32.043704986572266 (32.201010386149086)  --> STEP: 4 | > loss_disc: 2.427018165588379 (2.3099178671836853) | > loss_disc_real_0: 0.06300217658281326 (0.09145511128008366) | > loss_disc_real_1: 0.12325549125671387 (0.17489223554730415) | > loss_disc_real_2: 0.3548152446746826 (0.24662619084119797) | > loss_disc_real_3: 0.3041580319404602 (0.28625839948654175) | > loss_disc_real_4: 0.2580784559249878 (0.28002654761075974) | > loss_disc_real_5: 0.21079811453819275 (0.2523639164865017) | > loss_0: 2.427018165588379 (2.3099178671836853) | > loss_gen: 2.5263760089874268 (2.556208074092865) | > loss_kl: 3.482487678527832 (3.173981010913849) | > loss_feat: 8.236446380615234 (6.3597105741500854) | > loss_mel: 17.7247314453125 (18.244552612304688) | > loss_duration: 2.3166346549987793 (2.3879733085632324) | > loss_1: 34.28667449951172 (32.722426414489746)  --> STEP: 5 | > loss_disc: 2.355634927749634 (2.319061279296875) | > loss_disc_real_0: 0.07920127362012863 (0.08900434374809266) | > loss_disc_real_1: 0.1905110776424408 (0.1780160039663315) | > loss_disc_real_2: 0.20713302493095398 (0.23872755765914916) | > loss_disc_real_3: 0.26521313190460205 (0.2820493459701538) | > loss_disc_real_4: 0.2707260847091675 (0.2781664550304413) | > loss_disc_real_5: 0.2596421539783478 (0.25381956398487093) | > loss_0: 2.355634927749634 (2.319061279296875) | > loss_gen: 2.451312780380249 (2.5352290153503416) | > loss_kl: 2.5035266876220703 (3.0398901462554933) | > loss_feat: 5.852790832519531 (6.258326625823974) | > loss_mel: 18.548192977905273 (18.305280685424805) | > loss_duration: 2.367392063140869 (2.3838570594787596) | > loss_1: 31.723215103149414 (32.52258415222168)  --> STEP: 6 | > loss_disc: 2.4707016944885254 (2.344334681828817) | > loss_disc_real_0: 0.10846857726573944 (0.09224838266770045) | > loss_disc_real_1: 0.2381698340177536 (0.18804164230823517) | > loss_disc_real_2: 0.2896265685558319 (0.24721072614192963) | > loss_disc_real_3: 0.2932102084159851 (0.2839094897111257) | > loss_disc_real_4: 0.3301715850830078 (0.286833976705869) | > loss_disc_real_5: 0.25983843207359314 (0.2548227086663246) | > loss_0: 2.4707016944885254 (2.344334681828817) | > loss_gen: 2.67726993560791 (2.5589025020599365) | > loss_kl: 2.9840707778930664 (3.030586918195089) | > loss_feat: 6.688124179840088 (6.329959551493327) | > loss_mel: 18.238906860351562 (18.29421838124593) | > loss_duration: 2.097625732421875 (2.3361518383026123) | > loss_1: 32.685997009277344 (32.54981962839762)  --> STEP: 7 | > loss_disc: 2.3599514961242676 (2.3465656552995955) | > loss_disc_real_0: 0.07221879065036774 (0.08938701237951006) | > loss_disc_real_1: 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loss_disc_real_4: 0.27798229455947876 (0.2849252074956894) | > loss_disc_real_5: 0.21234120428562164 (0.2534240745007992) | > loss_0: 2.245408773422241 (2.333921045064926) | > loss_gen: 2.506187915802002 (2.5330284535884857) | > loss_kl: 3.3083620071411133 (3.077242374420166) | > loss_feat: 8.467540740966797 (6.446125268936157) | > loss_mel: 16.757522583007812 (18.32794737815857) | > loss_duration: 2.2356789112091064 (2.3497733175754547) | > loss_1: 33.275291442871094 (32.73411726951599)  --> STEP: 9 | > loss_disc: 2.4438164234161377 (2.3461316426595054) | > loss_disc_real_0: 0.09985223412513733 (0.09457822640736897) | > loss_disc_real_1: 0.19632066786289215 (0.18248031536738077) | > loss_disc_real_2: 0.25854676961898804 (0.24019327428605822) | > loss_disc_real_3: 0.23251719772815704 (0.2775818258523941) | > loss_disc_real_4: 0.24683400988578796 (0.28069285220570034) | > loss_disc_real_5: 0.18529829382896423 (0.24585454331503975) | > loss_0: 2.4438164234161377 (2.3461316426595054) | > loss_gen: 2.1456432342529297 (2.4899856514400907) | > loss_kl: 2.537057876586914 (3.017221874660916) | > loss_feat: 7.183928966522217 (6.52810345755683) | > loss_mel: 18.246004104614258 (18.31884256998698) | > loss_duration: 2.131781578063965 (2.3255520131852894) | > loss_1: 32.244415283203125 (32.67970593770345)  --> STEP: 10 | > loss_disc: 2.1229095458984375 (2.3238094329833983) | > loss_disc_real_0: 0.12265923619270325 (0.0973863273859024) | > loss_disc_real_1: 0.18659676611423492 (0.18289196044206618) | > loss_disc_real_2: 0.2647988200187683 (0.24265382885932923) | > loss_disc_real_3: 0.2037166804075241 (0.2701953113079071) | > loss_disc_real_4: 0.22103676199913025 (0.2747272431850433) | > loss_disc_real_5: 0.18052156269550323 (0.2393212452530861) | > loss_0: 2.1229095458984375 (2.3238094329833983) | > loss_gen: 2.579561710357666 (2.498943257331848) | > loss_kl: 2.5796470642089844 (2.9734643936157226) | > loss_feat: 6.5725626945495605 (6.5325493812561035) | > loss_mel: 18.499677658081055 (18.336926078796388) | > loss_duration: 2.319115161895752 (2.3249083280563356) | > loss_1: 32.55056381225586 (32.66679172515869)  --> STEP: 11 | > loss_disc: 2.3927299976348877 (2.3300749388608066) | > loss_disc_real_0: 0.1364622861146927 (0.10093868727033789) | > loss_disc_real_1: 0.22619353234767914 (0.1868284669789401) | > loss_disc_real_2: 0.24594007432460785 (0.24295257844708182) | > loss_disc_real_3: 0.325869619846344 (0.27525661208412866) | > loss_disc_real_4: 0.323173850774765 (0.2791314802386544) | > loss_disc_real_5: 0.2967393398284912 (0.24454107203266837) | > loss_0: 2.3927299976348877 (2.3300749388608066) | > loss_gen: 2.891832113265991 (2.534660426053134) | > loss_kl: 3.217780590057373 (2.9956749569286) | > loss_feat: 7.183727264404297 (6.591747370633212) | > loss_mel: 18.399377822875977 (18.342603510076348) | > loss_duration: 2.4771201610565186 (2.3387457674199883) | > loss_1: 34.169837951660156 (32.80343229120428)  --> STEP: 12 | > loss_disc: 2.2460272312164307 (2.3230709632237754) | > loss_disc_real_0: 0.09575308114290237 (0.10050655342638493) | > loss_disc_real_1: 0.16841457784175873 (0.18529397621750832) | > loss_disc_real_2: 0.22869247198104858 (0.24176423624157906) | > loss_disc_real_3: 0.26804590225219727 (0.27465571959813434) | > loss_disc_real_4: 0.2659011483192444 (0.2780289525787036) | > loss_disc_real_5: 0.2609145939350128 (0.24590553219119707) | > loss_0: 2.2460272312164307 (2.3230709632237754) | > loss_gen: 2.495579957962036 (2.5314037203788757) | > loss_kl: 2.5386345386505127 (2.957588255405426) | > loss_feat: 5.932083606719971 (6.536775390307109) | > loss_mel: 18.677837371826172 (18.370539665222164) | > loss_duration: 2.2825143337249756 (2.3340598146120706) | > loss_1: 31.926651000976562 (32.7303671836853)  --> STEP: 13 | > loss_disc: 2.5063858032226562 (2.3371721047621508) | > loss_disc_real_0: 0.11392616480588913 (0.10153883122480832) | > loss_disc_real_1: 0.2482931911945343 (0.19014006967727953) | > loss_disc_real_2: 0.2825342118740082 (0.24490038821330437) | > loss_disc_real_3: 0.283904105424881 (0.2753671338924995) | > loss_disc_real_4: 0.294483482837677 (0.27929468567554766) | > loss_disc_real_5: 0.24272210896015167 (0.24566065348111665) | > loss_0: 2.5063858032226562 (2.3371721047621508) | > loss_gen: 2.376951217651367 (2.5195227586306057) | > loss_kl: 2.926466941833496 (2.9551943082075853) | > loss_feat: 5.473860263824463 (6.455012688269982) | > loss_mel: 16.918115615844727 (18.258814738346977) | > loss_duration: 2.2480223178863525 (2.327441545633169) | > loss_1: 29.943416595458984 (32.51598636920635)  --> STEP: 14 | > loss_disc: 2.417724132537842 (2.342925821031843) | > loss_disc_real_0: 0.12673622369766235 (0.10333864497286933) | > loss_disc_real_1: 0.18442894518375397 (0.18973213221345628) | > loss_disc_real_2: 0.2764423191547394 (0.24715338328054973) | > loss_disc_real_3: 0.2282629907131195 (0.2720025522368295) | > loss_disc_real_4: 0.27973777055740356 (0.27932633459568024) | > loss_disc_real_5: 0.19640536606311798 (0.24214241866554534) | > loss_0: 2.417724132537842 (2.342925821031843) | > loss_gen: 2.4798665046691895 (2.5166901690619334) | > loss_kl: 2.929668426513672 (2.9533710309437344) | > loss_feat: 7.870265960693359 (6.556102207728794) | > loss_mel: 18.550893783569336 (18.279677527291433) | > loss_duration: 2.392998218536377 (2.3321241651262556) | > loss_1: 34.22369384765625 (32.63796547480992)  --> STEP: 15 | > loss_disc: 2.3695011138916016 (2.3446975072224934) | > loss_disc_real_0: 0.045509278774261475 (0.09948335389296213) | > loss_disc_real_1: 0.19964319467544556 (0.19039286971092223) | > loss_disc_real_2: 0.22845010459423065 (0.2459064980347951) | > loss_disc_real_3: 0.2265559881925583 (0.26897278130054475) | > loss_disc_real_4: 0.25304001569747925 (0.27757391333580017) | > loss_disc_real_5: 0.18485188484191895 (0.23832304974397023) | > loss_0: 2.3695011138916016 (2.3446975072224934) | > loss_gen: 2.118011474609375 (2.4901115894317627) | > loss_kl: 3.0480055809020996 (2.9596800009409585) | > loss_feat: 5.861158847808838 (6.509772650400797) | > loss_mel: 18.761695861816406 (18.311812082926433) | > loss_duration: 2.3127517700195312 (2.330832672119141) | > loss_1: 32.10162353515625 (32.60220934549967)  --> STEP: 16 | > loss_disc: 2.3916378021240234 (2.347631275653839) | > loss_disc_real_0: 0.1811051070690155 (0.10458471346646547) | > loss_disc_real_1: 0.23945651948451996 (0.1934593478217721) | > loss_disc_real_2: 0.20799128711223602 (0.24353679735213518) | > loss_disc_real_3: 0.29783058166503906 (0.27077639382332563) | > loss_disc_real_4: 0.280759334564209 (0.2777730021625757) | > loss_disc_real_5: 0.24842996895313263 (0.23895473219454288) | > loss_0: 2.3916378021240234 (2.347631275653839) | > loss_gen: 2.650855541229248 (2.5001580864191055) | > loss_kl: 2.5294065475463867 (2.932787910103798) | > loss_feat: 7.114621639251709 (6.5475757122039795) | > loss_mel: 16.979307174682617 (18.228530526161194) | > loss_duration: 2.4385340213775635 (2.337564006447792) | > loss_1: 31.712724685668945 (32.546616554260254)  --> STEP: 17 | > loss_disc: 2.665309190750122 (2.3663182118359734) | > loss_disc_real_0: 0.18807727098464966 (0.10949604037929983) | > loss_disc_real_1: 0.26409444212913513 (0.19761435336926403) | > loss_disc_real_2: 0.3128645420074463 (0.2476148999789182) | > loss_disc_real_3: 0.2890765964984894 (0.27185287633362937) | > loss_disc_real_4: 0.3419325351715088 (0.28154709233957176) | > loss_disc_real_5: 0.36540183424949646 (0.24639279702130487) | > loss_0: 2.665309190750122 (2.3663182118359734) | > loss_gen: 2.785560369491577 (2.516946456011604) | > loss_kl: 2.50270676612854 (2.9074890192817238) | > loss_feat: 4.623535633087158 (6.434396884020637) | > loss_mel: 17.303903579711914 (18.174140705781824) | > loss_duration: 2.4053735733032227 (2.3415528044981113) | > loss_1: 29.621078491210938 (32.37452607996323)  --> STEP: 18 | > loss_disc: 2.135831832885742 (2.353513413005405) | > loss_disc_real_0: 0.1712932139635086 (0.11292921668953365) | > loss_disc_real_1: 0.1475081741809845 (0.19483067674769294) | > loss_disc_real_2: 0.24258138239383698 (0.24733526011308035) | > loss_disc_real_3: 0.1474609375 (0.2649422130650944) | > loss_disc_real_4: 0.1885271817445755 (0.2763793195287387) | > loss_disc_real_5: 0.2083810716867447 (0.24428103450271818) | > loss_0: 2.135831832885742 (2.353513413005405) | > loss_gen: 2.5813212394714355 (2.5205228328704834) | > loss_kl: 2.284480333328247 (2.872877425617642) | > loss_feat: 10.297320365905762 (6.649003744125366) | > loss_mel: 18.193084716796875 (18.175193150838215) | > loss_duration: 2.227015495300293 (2.335189620653788) | > loss_1: 35.583221435546875 (32.552786933051216)  --> STEP: 19 | > loss_disc: 2.562532901763916 (2.3645144387295374) | > loss_disc_real_0: 0.20594200491905212 (0.11782462659635042) | > loss_disc_real_1: 0.1362392008304596 (0.19174691485731224) | > loss_disc_real_2: 0.24029524624347687 (0.24696473306731173) | > loss_disc_real_3: 0.28473058342933655 (0.2659837062421598) | > loss_disc_real_4: 0.32730400562286377 (0.27905956616527156) | > loss_disc_real_5: 0.31042903661727905 (0.24776250829822138) | > loss_0: 2.562532901763916 (2.3645144387295374) | > loss_gen: 2.5244555473327637 (2.520729817842182) | > loss_kl: 2.413379430770874 (2.848693320625707) | > loss_feat: 5.433637619018555 (6.58503710596185) | > loss_mel: 18.073715209960938 (18.169852206581517) | > loss_duration: 2.345963716506958 (2.335756678330271) | > loss_1: 30.791152954101562 (32.46006935521176)  --> STEP: 20 | > loss_disc: 2.1882824897766113 (2.3557028412818912) | > loss_disc_real_0: 0.143032968044281 (0.11908504366874695) | > loss_disc_real_1: 0.14691558480262756 (0.189505348354578) | > loss_disc_real_2: 0.28751569986343384 (0.24899228140711785) | > loss_disc_real_3: 0.22844980657100677 (0.26410701125860214) | > loss_disc_real_4: 0.2610825300216675 (0.27816071435809137) | > loss_disc_real_5: 0.19543679058551788 (0.2451462224125862) | > loss_0: 2.1882824897766113 (2.3557028412818912) | > loss_gen: 2.8105082511901855 (2.5352187395095824) | > loss_kl: 2.2958130836486816 (2.8210493087768556) | > loss_feat: 7.0354228019714355 (6.607556390762329) | > loss_mel: 19.94882583618164 (18.258800888061522) | > loss_duration: 2.3232030868530273 (2.335128998756409) | > loss_1: 34.41377258300781 (32.55775451660156)  --> STEP: 21 | > loss_disc: 2.2659380435943604 (2.3514283271062943) | > loss_disc_real_0: 0.046761754900217056 (0.11564107753691219) | > loss_disc_real_1: 0.17349961400032043 (0.1887431705281848) | > loss_disc_real_2: 0.2043439745903015 (0.24686617155869803) | > loss_disc_real_3: 0.21489523351192474 (0.2617635932706651) | > loss_disc_real_4: 0.23838667571544647 (0.2762667125179654) | > loss_disc_real_5: 0.20447543263435364 (0.24320951813743227) | > loss_0: 2.2659380435943604 (2.3514283271062943) | > loss_gen: 2.0878734588623047 (2.5139165832882835) | > loss_kl: 2.057358741760254 (2.7846830912998746) | > loss_feat: 5.640390872955322 (6.5615008899143765) | > loss_mel: 17.534168243408203 (18.22429457164946) | > loss_duration: 2.1591248512268066 (2.3267478488740467) | > loss_1: 29.47891616821289 (32.41114316667829)  --> STEP: 22 | > loss_disc: 2.4359121322631836 (2.355268500067971) | > loss_disc_real_0: 0.13687361776828766 (0.11660619300197471) | > loss_disc_real_1: 0.1667192131280899 (0.18774208155545322) | > loss_disc_real_2: 0.19970108568668365 (0.244722304019061) | > loss_disc_real_3: 0.25371885299682617 (0.2613979232582179) | > loss_disc_real_4: 0.3028373420238495 (0.2774744684045965) | > loss_disc_real_5: 0.26942041516304016 (0.2444009225476872) | > loss_0: 2.4359121322631836 (2.355268500067971) | > loss_gen: 2.412614107131958 (2.5093119252811777) | > loss_kl: 2.006340742111206 (2.7493038936094805) | > loss_feat: 7.609991550445557 (6.609159556302157) | > loss_mel: 19.992280960083008 (18.304657589305528) | > loss_duration: 2.1710612773895264 (2.3196711865338413) | > loss_1: 34.19228744506836 (32.49210427024148)  --> STEP: 23 | > loss_disc: 2.3621132373809814 (2.35556609734245) | > loss_disc_real_0: 0.16132380068302155 (0.11855043681419414) | > loss_disc_real_1: 0.22468416392803192 (0.18934825904991315) | > loss_disc_real_2: 0.2948155105113983 (0.24690026951872784) | > loss_disc_real_3: 0.3242335617542267 (0.2641299075406531) | > loss_disc_real_4: 0.2611343562602997 (0.2767640287461488) | > loss_disc_real_5: 0.20354893803596497 (0.2426247493080471) | > loss_0: 2.3621132373809814 (2.35556609734245) | > loss_gen: 2.67159104347229 (2.516367539115574) | > loss_kl: 2.3042187690734863 (2.7299523664557417) | > loss_feat: 5.785070419311523 (6.573329593824304) | > loss_mel: 16.057140350341797 (18.20693944848102) | > loss_duration: 2.2651894092559814 (2.317302413608717) | > loss_1: 29.083209991455078 (32.34389147551163)  --> STEP: 24 | > loss_disc: 2.337926149368286 (2.3548310995101933) | > loss_disc_real_0: 0.07186487317085266 (0.11660520499572158) | > loss_disc_real_1: 0.1855892688035965 (0.18919163445631662) | > loss_disc_real_2: 0.2790723741054535 (0.2482407738765081) | > loss_disc_real_3: 0.2992182672023773 (0.2655919225265582) | > loss_disc_real_4: 0.2811641991138458 (0.27694736917813617) | > loss_disc_real_5: 0.28162944316864014 (0.2442499448855718) | > loss_0: 2.337926149368286 (2.3548310995101933) | > loss_gen: 2.624309539794922 (2.5208651224772134) | > loss_kl: 2.4687814712524414 (2.719070245822271) | > loss_feat: 6.4019598960876465 (6.566189189751943) | > loss_mel: 19.411048889160156 (18.257110675175984) | > loss_duration: 2.4155280590057373 (2.321395148833593) | > loss_1: 33.32162857055664 (32.38463052113851)  --> STEP: 25 | > loss_disc: 2.2875099182128906 (2.3521382522583014) | > loss_disc_real_0: 0.1041768491268158 (0.11610807076096535) | > loss_disc_real_1: 0.11550421267747879 (0.18624413758516312) | > loss_disc_real_2: 0.23240378499031067 (0.24760729432106018) | > loss_disc_real_3: 0.2237042486667633 (0.26391641557216644) | > loss_disc_real_4: 0.2943805754184723 (0.2776446974277496) | > loss_disc_real_5: 0.2780434489250183 (0.24560168504714966) | > loss_0: 2.2875099182128906 (2.3521382522583014) | > loss_gen: 2.5305593013763428 (2.5212528896331787) | > loss_kl: 2.7065155506134033 (2.718568058013916) | > loss_feat: 9.282161712646484 (6.674828090667725) | > loss_mel: 17.87265396118164 (18.24173240661621) | > loss_duration: 2.3454339504241943 (2.322356700897217) | > loss_1: 34.73732376098633 (32.47873825073242)  --> STEP: 26 | > loss_disc: 2.736677646636963 (2.3669282289651727) | > loss_disc_real_0: 0.11752279102802277 (0.1161624830789291) | > loss_disc_real_1: 0.2177303284406662 (0.18745514492575938) | > loss_disc_real_2: 0.14643530547618866 (0.2437160639808728) | > loss_disc_real_3: 0.19188880920410156 (0.26114612301954854) | > loss_disc_real_4: 0.23348690569400787 (0.2759463208226057) | > loss_disc_real_5: 0.19844293594360352 (0.24378788700470558) | > loss_0: 2.736677646636963 (2.3669282289651727) | > loss_gen: 2.030679941177368 (2.5023846993079553) | > loss_kl: 2.283505916595459 (2.701834898728591) | > loss_feat: 15.260753631591797 (7.005055996087881) | > loss_mel: 18.868486404418945 (18.265838329608624) | > loss_duration: 2.2895801067352295 (2.3210960626602173) | > loss_1: 40.733009338378906 (32.7962102156419) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025542240876417896 (+4.686759068415732e-05) | > avg_loss_disc: 2.3669282289651727 (+0.06927754328801061) | > avg_loss_disc_real_0: 0.1161624830789291 (+0.016572045592161327) | > avg_loss_disc_real_1: 0.18745514492575938 (-0.013974811308659046) | > avg_loss_disc_real_2: 0.2437160639808728 (+0.05159046099736139) | > avg_loss_disc_real_3: 0.26114612301954854 (+0.03529789699957919) | > avg_loss_disc_real_4: 0.2759463208226057 (+0.042223424865649256) | > avg_loss_disc_real_5: 0.24378788700470558 (+0.022621221267260044) | > avg_loss_0: 2.3669282289651727 (+0.06927754328801061) | > avg_loss_gen: 2.5023846993079553 (+0.15567314166289137) | > avg_loss_kl: 2.701834898728591 (+0.0004424177683319819) | > avg_loss_feat: 7.005055996087881 (-0.02940326470595167) | > avg_loss_mel: 18.265838329608624 (+0.7682262567373392) | > avg_loss_duration: 2.3210960626602173 (+0.000567087760338314) | > avg_loss_1: 32.7962102156419 (+0.8955056117131122)  > EPOCH: 446/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:43:08)   --> TIME: 2024-06-11 10:43:16 -- STEP: 19/330 -- GLOBAL_STEP: 235200 | > loss_disc: 2.211672306060791 (2.315125904585186) | > loss_disc_real_0: 0.07400833070278168 (0.1023561203558194) | > loss_disc_real_1: 0.12945058941841125 (0.1953747256806022) | > loss_disc_real_2: 0.17747853696346283 (0.21137850535543343) | > loss_disc_real_3: 0.22794796526432037 (0.2269681464684637) | > loss_disc_real_4: 0.19652758538722992 (0.23508863935345098) | > loss_disc_real_5: 0.18852892518043518 (0.22065522717802147) | > loss_0: 2.211672306060791 (2.315125904585186) | > grad_norm_0: tensor(12.3131, device='cuda:0') (tensor(9.6306, device='cuda:0')) | > loss_gen: 2.3892455101013184 (2.487255849336323) | > loss_kl: 1.9085057973861694 (1.8052550805242438) | > loss_feat: 8.333852767944336 (7.038483569496556) | > loss_mel: 18.335384368896484 (18.28681584408409) | > loss_duration: 2.009282112121582 (2.104156958429437) | > loss_1: 32.97627258300781 (31.721967496370013) | > grad_norm_1: tensor(80.6510, device='cuda:0') (tensor(96.1345, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3665 (0.3619630838695325) | > loader_time: 0.0035 (0.003025531768798828)  --> TIME: 2024-06-11 10:43:25 -- STEP: 44/330 -- GLOBAL_STEP: 235225 | > loss_disc: 2.28124737739563 (2.311657320369373) | > loss_disc_real_0: 0.10244384407997131 (0.10497026340189305) | > loss_disc_real_1: 0.18054714798927307 (0.19882559098980643) | > loss_disc_real_2: 0.20360782742500305 (0.20970933884382248) | > loss_disc_real_3: 0.2287781983613968 (0.22720019756392998) | > loss_disc_real_4: 0.19958043098449707 (0.2337198101661422) | > loss_disc_real_5: 0.23029819130897522 (0.22009165144779466) | > loss_0: 2.28124737739563 (2.311657320369373) | > grad_norm_0: tensor(5.8362, device='cuda:0') (tensor(8.4328, device='cuda:0')) | > loss_gen: 2.4705159664154053 (2.5032636631618854) | > loss_kl: 1.9177300930023193 (1.844099218195135) | > loss_feat: 7.185865879058838 (7.0571195754137905) | > loss_mel: 18.289478302001953 (18.133963888341732) | > loss_duration: 1.9434335231781006 (2.048482122746381) | > loss_1: 31.807024002075195 (31.586928541010078) | > grad_norm_1: tensor(60.6779, device='cuda:0') (tensor(84.9499, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3674 (0.36387132514606824) | > loader_time: 0.0034 (0.003263413906097412)  --> TIME: 2024-06-11 10:43:35 -- STEP: 69/330 -- GLOBAL_STEP: 235250 | > loss_disc: 2.39778470993042 (2.3199424674545503) | > loss_disc_real_0: 0.11344422399997711 (0.10607211102826009) | > loss_disc_real_1: 0.1901378631591797 (0.1986292922410412) | > loss_disc_real_2: 0.2188594490289688 (0.2102769522563271) | > loss_disc_real_3: 0.24467922747135162 (0.22663558760414954) | > loss_disc_real_4: 0.23302122950553894 (0.230828150242999) | > loss_disc_real_5: 0.23902948200702667 (0.21923993117567422) | > loss_0: 2.39778470993042 (2.3199424674545503) | > grad_norm_0: tensor(10.2651, device='cuda:0') (tensor(8.2958, device='cuda:0')) | > loss_gen: 2.5468294620513916 (2.4894425834434624) | > loss_kl: 1.7410295009613037 (1.8699130234511003) | > loss_feat: 7.12611722946167 (7.082078173540641) | > loss_mel: 17.433536529541016 (18.088776242905773) | > loss_duration: 1.940431833267212 (2.0300585929898247) | > loss_1: 30.78794288635254 (31.56026867852695) | > grad_norm_1: tensor(80.5555, device='cuda:0') (tensor(89.7025, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3714 (0.36748390957929084) | > loader_time: 0.0036 (0.003431714099386464)  --> TIME: 2024-06-11 10:43:44 -- STEP: 94/330 -- GLOBAL_STEP: 235275 | > loss_disc: 2.4275012016296387 (2.3192441412743103) | > loss_disc_real_0: 0.16681325435638428 (0.10857733913717117) | > loss_disc_real_1: 0.2204296588897705 (0.1981950744669488) | > loss_disc_real_2: 0.1698162704706192 (0.20989561128489514) | > loss_disc_real_3: 0.2203095704317093 (0.2262086582944748) | > loss_disc_real_4: 0.23279809951782227 (0.2297707607454442) | > loss_disc_real_5: 0.22921547293663025 (0.2190039336998412) | > loss_0: 2.4275012016296387 (2.3192441412743103) | > grad_norm_0: tensor(9.1985, device='cuda:0') (tensor(8.8111, device='cuda:0')) | > loss_gen: 2.4766175746917725 (2.5000721698111685) | > loss_kl: 2.0490870475769043 (1.8901849097393928) | > loss_feat: 6.927593231201172 (7.081323040292618) | > loss_mel: 18.20024299621582 (18.019955756816458) | > loss_duration: 2.0510926246643066 (2.0242324205155064) | > loss_1: 31.704633712768555 (31.515768335220663) | > grad_norm_1: tensor(136.8272, device='cuda:0') (tensor(98.7857, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3705 (0.36960354510774) | > loader_time: 0.0041 (0.00352920116262233)  --> TIME: 2024-06-11 10:43:54 -- STEP: 119/330 -- GLOBAL_STEP: 235300 | > loss_disc: 2.3542490005493164 (2.3327364661112555) | > loss_disc_real_0: 0.16127826273441315 (0.11131505101543515) | > loss_disc_real_1: 0.19199495017528534 (0.19850664704787632) | > loss_disc_real_2: 0.2171277105808258 (0.21163730385924587) | > loss_disc_real_3: 0.233420729637146 (0.22716534651127182) | > loss_disc_real_4: 0.22757136821746826 (0.2300008720710498) | > loss_disc_real_5: 0.24173688888549805 (0.21994940836389526) | > loss_0: 2.3542490005493164 (2.3327364661112555) | > grad_norm_0: tensor(12.8957, device='cuda:0') (tensor(9.3043, device='cuda:0')) | > loss_gen: 2.5035548210144043 (2.49125959692883) | > loss_kl: 1.8734068870544434 (1.8999084184149735) | > loss_feat: 7.153379440307617 (7.056364371996968) | > loss_mel: 18.084796905517578 (17.999132092259526) | > loss_duration: 2.0096518993377686 (2.024992645287714) | > loss_1: 31.62479019165039 (31.4716571198792) | > grad_norm_1: tensor(178.7269, device='cuda:0') (tensor(104.3335, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3722 (0.36987656304816235) | > loader_time: 0.0038 (0.0036098796780369862)  --> TIME: 2024-06-11 10:44:03 -- STEP: 144/330 -- GLOBAL_STEP: 235325 | > loss_disc: 2.374755620956421 (2.3430884314907927) | > loss_disc_real_0: 0.1315321922302246 (0.11264819581992924) | > loss_disc_real_1: 0.2117455154657364 (0.19876747661166724) | > loss_disc_real_2: 0.23033775389194489 (0.21268324874755407) | > loss_disc_real_3: 0.2099977284669876 (0.22816651138580507) | > loss_disc_real_4: 0.20275095105171204 (0.2299974545215567) | > loss_disc_real_5: 0.21106374263763428 (0.22002802716775072) | > loss_0: 2.374755620956421 (2.3430884314907927) | > grad_norm_0: tensor(14.8330, device='cuda:0') (tensor(10.7219, device='cuda:0')) | > loss_gen: 2.4463303089141846 (2.480664152238105) | > loss_kl: 1.8885232210159302 (1.907548599772983) | > loss_feat: 7.428194522857666 (7.051091323296229) | > loss_mel: 18.492565155029297 (17.99648533927071) | > loss_duration: 2.0192618370056152 (2.0287638654311486) | > loss_1: 32.27487564086914 (31.46455334292518) | > grad_norm_1: tensor(146.8246, device='cuda:0') (tensor(123.5261, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.4003 (0.37099964916706085) | > loader_time: 0.004 (0.0037118179930580985)  --> TIME: 2024-06-11 10:44:13 -- STEP: 169/330 -- GLOBAL_STEP: 235350 | > loss_disc: 2.3695313930511475 (2.341771180813129) | > loss_disc_real_0: 0.09911003708839417 (0.11357195003057373) | > loss_disc_real_1: 0.19051986932754517 (0.19847194427216547) | > loss_disc_real_2: 0.24877892434597015 (0.21193835641858141) | > loss_disc_real_3: 0.23947247862815857 (0.22809925701843917) | > loss_disc_real_4: 0.23668187856674194 (0.23031685708542549) | > loss_disc_real_5: 0.21626311540603638 (0.219875065091799) | > loss_0: 2.3695313930511475 (2.341771180813129) | > grad_norm_0: tensor(13.6718, device='cuda:0') (tensor(11.6004, device='cuda:0')) | > loss_gen: 2.624776601791382 (2.4831735467064333) | > loss_kl: 2.135823965072632 (1.9121988010124342) | > loss_feat: 7.409298896789551 (7.064883201079961) | > loss_mel: 17.858816146850586 (17.98479486499314) | > loss_duration: 2.0762906074523926 (2.0330236748125414) | > loss_1: 32.10500717163086 (31.478074181009326) | > grad_norm_1: tensor(155.2559, device='cuda:0') (tensor(134.7740, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3753 (0.37219958051421936) | > loader_time: 0.0048 (0.003819399331448346)  --> TIME: 2024-06-11 10:44:23 -- STEP: 194/330 -- GLOBAL_STEP: 235375 | > loss_disc: 2.2570152282714844 (2.3466532734251495) | > loss_disc_real_0: 0.10322175920009613 (0.11513140914750468) | > loss_disc_real_1: 0.16308288276195526 (0.19891170197233712) | > loss_disc_real_2: 0.2206665575504303 (0.21270549297332764) | > loss_disc_real_3: 0.2238006889820099 (0.22816174162417344) | > loss_disc_real_4: 0.20908357203006744 (0.22959453220834436) | > loss_disc_real_5: 0.2053299993276596 (0.21975909081316486) | > loss_0: 2.2570152282714844 (2.3466532734251495) | > grad_norm_0: tensor(39.2665, device='cuda:0') (tensor(14.0657, device='cuda:0')) | > loss_gen: 2.6951770782470703 (2.4790663006379456) | > loss_kl: 1.9797824621200562 (1.9157171366141015) | > loss_feat: 7.396524429321289 (7.059208405386541) | > loss_mel: 17.390727996826172 (17.94816785989351) | > loss_duration: 2.0559310913085938 (2.0395774189958864) | > loss_1: 31.518142700195312 (31.441737224146262) | > grad_norm_1: tensor(485.8780, device='cuda:0') (tensor(158.2298, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3799 (0.3741525694267037) | > loader_time: 0.0051 (0.003941857937684994)  --> TIME: 2024-06-11 10:44:33 -- STEP: 219/330 -- GLOBAL_STEP: 235400 | > loss_disc: 2.3084678649902344 (2.345320238914663) | > loss_disc_real_0: 0.0769994929432869 (0.11534657950202624) | > loss_disc_real_1: 0.17860804498195648 (0.19825711295212786) | > loss_disc_real_2: 0.22531205415725708 (0.21260774958895767) | > loss_disc_real_3: 0.24875149130821228 (0.22832999075656613) | > loss_disc_real_4: 0.2115974873304367 (0.2296095621095945) | > loss_disc_real_5: 0.20002298057079315 (0.2199172831425384) | > loss_0: 2.3084678649902344 (2.345320238914663) | > grad_norm_0: tensor(13.8757, device='cuda:0') (tensor(15.8016, device='cuda:0')) | > loss_gen: 2.570077896118164 (2.489430369851798) | > loss_kl: 2.0800890922546387 (1.918478798648538) | > loss_feat: 7.999931812286377 (7.098204351451299) | > loss_mel: 18.62689781188965 (17.91521223930467) | > loss_duration: 2.1216468811035156 (2.0463660470971234) | > loss_1: 33.398643493652344 (31.467691917941995) | > grad_norm_1: tensor(424.9917, device='cuda:0') (tensor(180.9439, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.3886 (0.3766868637032705) | > loader_time: 0.0057 (0.004077640298294696)  --> TIME: 2024-06-11 10:44:43 -- STEP: 244/330 -- GLOBAL_STEP: 235425 | > loss_disc: 2.4713757038116455 (2.3446658927886204) | > loss_disc_real_0: 0.1834045946598053 (0.11519267362710393) | > loss_disc_real_1: 0.17536389827728271 (0.19849176790382042) | > loss_disc_real_2: 0.26372820138931274 (0.21280574664229251) | > loss_disc_real_3: 0.22661928832530975 (0.22840483358404676) | > loss_disc_real_4: 0.27602192759513855 (0.22948945686221123) | > loss_disc_real_5: 0.2778371274471283 (0.2202790662890575) | > loss_0: 2.4713757038116455 (2.3446658927886204) | > grad_norm_0: tensor(95.5400, device='cuda:0') (tensor(18.3644, device='cuda:0')) | > loss_gen: 2.5116968154907227 (2.498128442490689) | > loss_kl: 1.8737589120864868 (1.922087589248282) | > loss_feat: 6.18548583984375 (7.105946972721913) | > loss_mel: 17.2343692779541 (17.884719832998837) | > loss_duration: 2.05787992477417 (2.054522338460702) | > loss_1: 29.863189697265625 (31.4654052765643) | > grad_norm_1: tensor(429.7375, device='cuda:0') (tensor(202.5041, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.4363 (0.3800820014515861) | > loader_time: 0.006 (0.004217452690249584)  --> TIME: 2024-06-11 10:44:54 -- STEP: 269/330 -- GLOBAL_STEP: 235450 | > loss_disc: 2.3969781398773193 (2.344509251498821) | > loss_disc_real_0: 0.1794683039188385 (0.11613521784488597) | > loss_disc_real_1: 0.2343408465385437 (0.19837817184100806) | > loss_disc_real_2: 0.22363823652267456 (0.2123954511597254) | > loss_disc_real_3: 0.28048175573349 (0.22861955456131008) | > loss_disc_real_4: 0.2742660343647003 (0.2292820491090583) | > loss_disc_real_5: 0.24945704638957977 (0.22036017665854174) | > loss_0: 2.3969781398773193 (2.344509251498821) | > grad_norm_0: tensor(42.8772, device='cuda:0') (tensor(20.4771, device='cuda:0')) | > loss_gen: 2.527191162109375 (2.5017021411413616) | > loss_kl: 1.9196808338165283 (1.9290912231104969) | > loss_feat: 6.380112171173096 (7.128607241194487) | > loss_mel: 16.3144474029541 (17.84488103646774) | > loss_duration: 2.157627820968628 (2.0624047841281246) | > loss_1: 29.29905891418457 (31.46668653949043) | > grad_norm_1: tensor(409.9716, device='cuda:0') (tensor(219.1791, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.4336 (0.38443044836193213) | > loader_time: 0.0061 (0.004369971477409277)  --> TIME: 2024-06-11 10:45:06 -- STEP: 294/330 -- GLOBAL_STEP: 235475 | > loss_disc: 2.3702001571655273 (2.345601823865151) | > loss_disc_real_0: 0.09204621613025665 (0.11637172380424275) | > loss_disc_real_1: 0.1915666162967682 (0.19888753753130128) | > loss_disc_real_2: 0.20338231325149536 (0.21245120850955546) | > loss_disc_real_3: 0.21471856534481049 (0.2283564144048561) | > loss_disc_real_4: 0.2248554825782776 (0.2292275683206766) | > loss_disc_real_5: 0.2020287811756134 (0.2202439154593312) | > loss_0: 2.3702001571655273 (2.345601823865151) | > grad_norm_0: tensor(8.3184, device='cuda:0') (tensor(21.8219, device='cuda:0')) | > loss_gen: 2.3645474910736084 (2.4996580834291433) | > loss_kl: 2.0862202644348145 (1.9323291685305486) | > loss_feat: 7.268968105316162 (7.137017735007669) | > loss_mel: 18.560428619384766 (17.800525431730335) | > loss_duration: 2.1960883140563965 (2.0718034700471524) | > loss_1: 32.476253509521484 (31.441333978354525) | > grad_norm_1: tensor(139.3795, device='cuda:0') (tensor(236.4421, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.4531 (0.3911253797764681) | > loader_time: 0.007 (0.004550499170004916)  --> TIME: 2024-06-11 10:45:19 -- STEP: 319/330 -- GLOBAL_STEP: 235500 | > loss_disc: 2.3885977268218994 (2.3488427404325956) | > loss_disc_real_0: 0.08139638602733612 (0.1172538382996773) | > loss_disc_real_1: 0.17661581933498383 (0.19869183587803738) | > loss_disc_real_2: 0.18395230174064636 (0.21274622494711024) | > loss_disc_real_3: 0.20571671426296234 (0.22881050664803076) | > loss_disc_real_4: 0.18755865097045898 (0.2295614675761764) | > loss_disc_real_5: 0.19267667829990387 (0.22040708760109068) | > loss_0: 2.3885977268218994 (2.3488427404325956) | > grad_norm_0: tensor(37.4949, device='cuda:0') (tensor(24.0667, device='cuda:0')) | > loss_gen: 2.5966529846191406 (2.499756366107906) | > loss_kl: 1.9848625659942627 (1.9357569879125278) | > loss_feat: 8.921542167663574 (7.1725656201473225) | > loss_mel: 17.831531524658203 (17.76487219221542) | > loss_duration: 2.2624025344848633 (2.08513347108536) | > loss_1: 33.59699249267578 (31.45808474621429) | > grad_norm_1: tensor(527.3221, device='cuda:0') (tensor(254.8787, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.5814 (0.4010894627406679) | > loader_time: 0.0079 (0.004790076641453469) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_235500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3286426067352295 (2.3286426067352295) | > loss_disc_real_0: 0.09668056666851044 (0.09668056666851044) | > loss_disc_real_1: 0.16813290119171143 (0.16813290119171143) | > loss_disc_real_2: 0.2289336919784546 (0.2289336919784546) | > loss_disc_real_3: 0.2514851689338684 (0.2514851689338684) | > loss_disc_real_4: 0.297181099653244 (0.297181099653244) | > loss_disc_real_5: 0.2893485426902771 (0.2893485426902771) | > loss_0: 2.3286426067352295 (2.3286426067352295) | > loss_gen: 2.7757768630981445 (2.7757768630981445) | > loss_kl: 1.848850965499878 (1.848850965499878) | > loss_feat: 7.220342636108398 (7.220342636108398) | > loss_mel: 16.74345588684082 (16.74345588684082) | > loss_duration: 2.87111759185791 (2.87111759185791) | > loss_1: 31.45954132080078 (31.45954132080078)  --> STEP: 1 | > loss_disc: 2.110534906387329 (2.110534906387329) | > loss_disc_real_0: 0.1000821515917778 (0.1000821515917778) | > loss_disc_real_1: 0.253557026386261 (0.253557026386261) | > loss_disc_real_2: 0.19103649258613586 (0.19103649258613586) | > loss_disc_real_3: 0.23787526786327362 (0.23787526786327362) | > loss_disc_real_4: 0.2207680493593216 (0.2207680493593216) | > loss_disc_real_5: 0.21837517619132996 (0.21837517619132996) | > loss_0: 2.110534906387329 (2.110534906387329) | > loss_gen: 2.693709373474121 (2.693709373474121) | > loss_kl: 2.7181036472320557 (2.7181036472320557) | > loss_feat: 6.820644378662109 (6.820644378662109) | > loss_mel: 18.887496948242188 (18.887496948242188) | > loss_duration: 2.4552807807922363 (2.4552807807922363) | > loss_1: 33.575233459472656 (33.575233459472656)  --> STEP: 2 | > loss_disc: 2.193737030029297 (2.152135968208313) | > loss_disc_real_0: 0.0869671031832695 (0.09352462738752365) | > loss_disc_real_1: 0.2507867217063904 (0.2521718740463257) | > loss_disc_real_2: 0.32871538400650024 (0.25987593829631805) | > loss_disc_real_3: 0.2564997673034668 (0.2471875175833702) | > loss_disc_real_4: 0.24958349764347076 (0.23517577350139618) | > loss_disc_real_5: 0.2613484859466553 (0.23986183106899261) | > loss_0: 2.193737030029297 (2.152135968208313) | > loss_gen: 2.9056239128112793 (2.7996666431427) | > loss_kl: 2.303346872329712 (2.510725259780884) | > loss_feat: 6.371167182922363 (6.595905780792236) | > loss_mel: 18.42052459716797 (18.654010772705078) | > loss_duration: 2.5115606784820557 (2.483420729637146) | > loss_1: 32.51222610473633 (33.04372978210449)  --> STEP: 3 | > loss_disc: 2.222463369369507 (2.1755784352620444) | > loss_disc_real_0: 0.08009257912635803 (0.08904727796713512) | > loss_disc_real_1: 0.2696026563644409 (0.25798213481903076) | > loss_disc_real_2: 0.24395586550235748 (0.25456924736499786) | > loss_disc_real_3: 0.238198384642601 (0.24419113993644714) | > loss_disc_real_4: 0.1858883649110794 (0.21874663730462393) | > loss_disc_real_5: 0.14966058731079102 (0.20979474981625876) | > loss_0: 2.222463369369507 (2.1755784352620444) | > loss_gen: 2.626110315322876 (2.7418145338694253) | > loss_kl: 3.106539726257324 (2.7093300819396973) | > loss_feat: 6.290651321411133 (6.494154294331868) | > loss_mel: 17.366132736206055 (18.22471809387207) | > loss_duration: 2.3182101249694824 (2.4283505280812583) | > loss_1: 31.707645416259766 (32.598368326822914)  --> STEP: 4 | > loss_disc: 2.420161485671997 (2.2367241978645325) | > loss_disc_real_0: 0.12816956639289856 (0.09882785007357597) | > loss_disc_real_1: 0.199762761592865 (0.24342729151248932) | > loss_disc_real_2: 0.26173362135887146 (0.25636034086346626) | > loss_disc_real_3: 0.23501674830913544 (0.24189754202961922) | > loss_disc_real_4: 0.22765953838825226 (0.220974862575531) | > loss_disc_real_5: 0.24345093965530396 (0.21820879727602005) | > loss_0: 2.420161485671997 (2.2367241978645325) | > loss_gen: 2.459712505340576 (2.671289026737213) | > loss_kl: 3.081486463546753 (2.802369177341461) | > loss_feat: 7.759138107299805 (6.8104002475738525) | > loss_mel: 18.621118545532227 (18.32381820678711) | > loss_duration: 2.3474364280700684 (2.4081220030784607) | > loss_1: 34.268890380859375 (33.01599884033203)  --> STEP: 5 | > loss_disc: 2.0970757007598877 (2.2087944984436034) | > loss_disc_real_0: 0.1062650978565216 (0.1003152996301651) | > loss_disc_real_1: 0.25811395049095154 (0.24636462330818176) | > loss_disc_real_2: 0.19066494703292847 (0.2432212620973587) | > loss_disc_real_3: 0.1959981471300125 (0.23271766304969788) | > loss_disc_real_4: 0.20195117592811584 (0.21717012524604798) | > loss_disc_real_5: 0.13824553787708282 (0.20221614539623262) | > loss_0: 2.0970757007598877 (2.2087944984436034) | > loss_gen: 2.5649125576019287 (2.650013732910156) | > loss_kl: 2.448279619216919 (2.731551265716553) | > loss_feat: 6.898914337158203 (6.828103065490723) | > loss_mel: 19.391860961914062 (18.5374267578125) | > loss_duration: 2.3511407375335693 (2.3967257499694825) | > loss_1: 33.65510940551758 (33.14382095336914)  --> STEP: 6 | > loss_disc: 2.4073634147644043 (2.241889317830404) | > loss_disc_real_0: 0.20278653502464294 (0.11739383886257808) | > loss_disc_real_1: 0.21888956427574158 (0.24178544680277506) | > loss_disc_real_2: 0.2156592458486557 (0.23862759272257486) | > loss_disc_real_3: 0.2195291817188263 (0.23051958282788595) | > loss_disc_real_4: 0.25512439012527466 (0.2234958360592524) | > loss_disc_real_5: 0.23640596866607666 (0.20791444927453995) | > loss_0: 2.4073634147644043 (2.241889317830404) | > loss_gen: 2.413764476776123 (2.6106388568878174) | > loss_kl: 2.0247204303741455 (2.6137461264928183) | > loss_feat: 5.408131122589111 (6.591441075007121) | > loss_mel: 16.16558837890625 (18.142120361328125) | > loss_duration: 2.165910243988037 (2.3582564989725747) | > loss_1: 28.178115844726562 (32.31620343526205)  --> STEP: 7 | > loss_disc: 2.3275344371795654 (2.254124334880284) | > loss_disc_real_0: 0.04981134086847305 (0.10773919629199165) | > loss_disc_real_1: 0.23541566729545593 (0.24087547830172948) | > loss_disc_real_2: 0.25562384724617004 (0.24105562908308847) | > loss_disc_real_3: 0.2639670670032501 (0.23529779485293797) | > loss_disc_real_4: 0.1882023960351944 (0.21845391605581557) | > loss_disc_real_5: 0.19829805195331573 (0.20654067822865077) | > loss_0: 2.3275344371795654 (2.254124334880284) | > loss_gen: 2.3690004348754883 (2.5761190823146274) | > loss_kl: 3.5525410175323486 (2.747859682355608) | > loss_feat: 7.782282829284668 (6.761561325618199) | > loss_mel: 19.774761199951172 (18.375354766845703) | > loss_duration: 2.6141819953918457 (2.394817284175328) | > loss_1: 36.09276580810547 (32.855712345668245)  --> STEP: 8 | > loss_disc: 2.2234888076782227 (2.2502948939800262) | > loss_disc_real_0: 0.05735623091459274 (0.10144132561981678) | > loss_disc_real_1: 0.1799265742301941 (0.23325686529278755) | > loss_disc_real_2: 0.1753794401884079 (0.2328461054712534) | > loss_disc_real_3: 0.15700556337833405 (0.22551126591861248) | > loss_disc_real_4: 0.13575369119644165 (0.20811638794839382) | > loss_disc_real_5: 0.1443072110414505 (0.19876149483025074) | > loss_0: 2.2234888076782227 (2.2502948939800262) | > loss_gen: 2.2106833457946777 (2.530439615249634) | > loss_kl: 2.317065477371216 (2.694010406732559) | > loss_feat: 11.642988204956055 (7.371739685535431) | > loss_mel: 21.361522674560547 (18.74862575531006) | > loss_duration: 2.216420888900757 (2.3725177347660065) | > loss_1: 39.74867630004883 (33.71733283996582)  --> STEP: 9 | > loss_disc: 2.4575252532958984 (2.2733204894595676) | > loss_disc_real_0: 0.17488713562488556 (0.10960197117593554) | > loss_disc_real_1: 0.23394450545310974 (0.23333326975504556) | > loss_disc_real_2: 0.3274368941783905 (0.24335619310537973) | > loss_disc_real_3: 0.2519661784172058 (0.2284507006406784) | > loss_disc_real_4: 0.27329254150390625 (0.2153581827878952) | > loss_disc_real_5: 0.30354365706443787 (0.21040395730071598) | > loss_0: 2.4575252532958984 (2.2733204894595676) | > loss_gen: 2.7723867893218994 (2.5573226345909967) | > loss_kl: 2.2454237937927246 (2.6441674497392444) | > loss_feat: 6.59266471862793 (7.285175800323486) | > loss_mel: 18.040250778198242 (18.669917424519856) | > loss_duration: 2.126120090484619 (2.345140218734741) | > loss_1: 31.776845932006836 (33.50172318352593)  --> STEP: 10 | > loss_disc: 2.745867967605591 (2.32057523727417) | > loss_disc_real_0: 0.2629494369029999 (0.12493671774864197) | > loss_disc_real_1: 0.22838136553764343 (0.23283807933330536) | > loss_disc_real_2: 0.24629831314086914 (0.24365040510892869) | > loss_disc_real_3: 0.23594103753566742 (0.22919973433017732) | > loss_disc_real_4: 0.3096608519554138 (0.22478844970464706) | > loss_disc_real_5: 0.259578675031662 (0.21532142907381058) | > loss_0: 2.745867967605591 (2.32057523727417) | > loss_gen: 2.250680446624756 (2.5266584157943726) | > loss_kl: 2.7706854343414307 (2.656819248199463) | > loss_feat: 2.6737146377563477 (6.8240296840667725) | > loss_mel: 10.957059860229492 (17.89863166809082) | > loss_duration: 2.3716819286346436 (2.3477943897247315) | > loss_1: 21.023820877075195 (32.25393295288086)  --> STEP: 11 | > loss_disc: 2.4058828353881836 (2.328330473466353) | > loss_disc_real_0: 0.212408185005188 (0.13288866931741888) | > loss_disc_real_1: 0.21180172264575958 (0.2309256832708012) | > loss_disc_real_2: 0.22674821317195892 (0.24211384220556778) | > loss_disc_real_3: 0.2430219054222107 (0.23045629533854398) | > loss_disc_real_4: 0.21889476478099823 (0.22425266016613354) | > loss_disc_real_5: 0.29190176725387573 (0.22228327799927106) | > loss_0: 2.4058828353881836 (2.328330473466353) | > loss_gen: 2.5356311798095703 (2.527474121613936) | > loss_kl: 3.1498494148254395 (2.701640172438188) | > loss_feat: 6.603949069976807 (6.80402235551314) | > loss_mel: 16.694997787475586 (17.789210406216707) | > loss_duration: 2.470165729522705 (2.3589190569790928) | > loss_1: 31.454591751098633 (32.181265570900656)  --> STEP: 12 | > loss_disc: 2.393069267272949 (2.333725372950236) | > loss_disc_real_0: 0.06843353807926178 (0.12751740838090578) | > loss_disc_real_1: 0.2889094054698944 (0.23575766012072563) | > loss_disc_real_2: 0.3311867117881775 (0.24953658133745193) | > loss_disc_real_3: 0.2603229582309723 (0.232945183912913) | > loss_disc_real_4: 0.24549132585525513 (0.22602254897356033) | > loss_disc_real_5: 0.2120346873998642 (0.2214292287826538) | > loss_0: 2.393069267272949 (2.333725372950236) | > loss_gen: 2.561579942703247 (2.5303162733713784) | > loss_kl: 2.6046173572540283 (2.693554937839508) | > loss_feat: 5.830837726593018 (6.722923636436462) | > loss_mel: 17.65381622314453 (17.77792755762736) | > loss_duration: 2.2625441551208496 (2.3508878151575723) | > loss_1: 30.91339683532715 (32.075609842936196)  --> STEP: 13 | > loss_disc: 2.0602564811706543 (2.3126893043518066) | > loss_disc_real_0: 0.0825851708650589 (0.12406108241814834) | > loss_disc_real_1: 0.17580632865428925 (0.23114601923869207) | > loss_disc_real_2: 0.2142494171857834 (0.24682218409501588) | > loss_disc_real_3: 0.22519399225711823 (0.2323489384009288) | > loss_disc_real_4: 0.23582804203033447 (0.22677681767023528) | > loss_disc_real_5: 0.22028061747550964 (0.22134087406671965) | > loss_0: 2.0602564811706543 (2.3126893043518066) | > loss_gen: 2.822309732437134 (2.5527773086841288) | > loss_kl: 3.133697271347046 (2.727412040417011) | > loss_feat: 6.884868621826172 (6.735380943004902) | > loss_mel: 17.278125762939453 (17.73948126572829) | > loss_duration: 2.2401084899902344 (2.342366328606239) | > loss_1: 32.359107971191406 (32.09741739126352)  --> STEP: 14 | > loss_disc: 2.3690872192382812 (2.316717726843698) | > loss_disc_real_0: 0.09438273310661316 (0.12194120032446724) | > loss_disc_real_1: 0.25693273544311523 (0.23298792753900802) | > loss_disc_real_2: 0.22496174275875092 (0.2452607239995684) | > loss_disc_real_3: 0.2319055199623108 (0.23231726565531322) | > loss_disc_real_4: 0.24924302101135254 (0.22838154648031508) | > loss_disc_real_5: 0.28521156311035156 (0.2259030661412648) | > loss_0: 2.3690872192382812 (2.316717726843698) | > loss_gen: 2.450059175491333 (2.545440299170358) | > loss_kl: 3.080286979675293 (2.752617393221174) | > loss_feat: 6.481335163116455 (6.717234815870013) | > loss_mel: 19.34410858154297 (17.854097502572195) | > loss_duration: 2.3842978477478027 (2.3453614371163503) | > loss_1: 33.740089416503906 (32.21475110735212)  --> STEP: 15 | > loss_disc: 2.440122604370117 (2.3249447186787924) | > loss_disc_real_0: 0.14497293531894684 (0.12347664932409923) | > loss_disc_real_1: 0.29294803738594055 (0.23698526819547017) | > loss_disc_real_2: 0.28858891129493713 (0.24814926981925964) | > loss_disc_real_3: 0.24664755165576935 (0.23327261805534363) | > loss_disc_real_4: 0.21173731982707977 (0.22727193137009938) | > loss_disc_real_5: 0.1936519891023636 (0.22375299433867138) | > loss_0: 2.440122604370117 (2.3249447186787924) | > loss_gen: 2.481365919113159 (2.5411686738332113) | > loss_kl: 3.1610779762268066 (2.779848098754883) | > loss_feat: 6.49727725982666 (6.7025709788004555) | > loss_mel: 18.260364532470703 (17.881181971232095) | > loss_duration: 2.3854217529296875 (2.3480321248372396) | > loss_1: 32.78550720214844 (32.252801513671876)  --> STEP: 16 | > loss_disc: 2.1484313011169434 (2.3139126300811768) | > loss_disc_real_0: 0.08775465935468674 (0.12124402495101094) | > loss_disc_real_1: 0.27335527539253235 (0.23925839364528656) | > loss_disc_real_2: 0.17023956775665283 (0.24327991344034672) | > loss_disc_real_3: 0.27643653750419617 (0.2359703630208969) | > loss_disc_real_4: 0.23989301919937134 (0.22806074935942888) | > loss_disc_real_5: 0.22728626430034637 (0.22397382371127605) | > loss_0: 2.1484313011169434 (2.3139126300811768) | > loss_gen: 2.8260488510131836 (2.5589736849069595) | > loss_kl: 2.4881205558776855 (2.761615127325058) | > loss_feat: 8.30866813659668 (6.80295205116272) | > loss_mel: 17.293472290039062 (17.84445011615753) | > loss_duration: 2.363142251968384 (2.348976507782936) | > loss_1: 33.27945327758789 (32.316967248916626)  --> STEP: 17 | > loss_disc: 2.3496553897857666 (2.3160151453579174) | > loss_disc_real_0: 0.1258566677570343 (0.12151535688077703) | > loss_disc_real_1: 0.18619072437286377 (0.2361367660410264) | > loss_disc_real_2: 0.2946389615535736 (0.24630103391759536) | > loss_disc_real_3: 0.2416759878396988 (0.2363059880102382) | > loss_disc_real_4: 0.23802387714385986 (0.22864681569968953) | > loss_disc_real_5: 0.238769069314003 (0.22484413227614233) | > loss_0: 2.3496553897857666 (2.3160151453579174) | > loss_gen: 2.5705435276031494 (2.5596542638890885) | > loss_kl: 2.186396360397339 (2.7277787292704865) | > loss_feat: 6.542102336883545 (6.787607950322768) | > loss_mel: 18.075698852539062 (17.858052983003503) | > loss_duration: 2.465512275695801 (2.3558315529542813) | > loss_1: 31.840251922607422 (32.28892517089844)  --> STEP: 18 | > loss_disc: 2.457456111907959 (2.3238729768329196) | > loss_disc_real_0: 0.16484323143959045 (0.12392246102293332) | > loss_disc_real_1: 0.2650197744369507 (0.23774137761857775) | > loss_disc_real_2: 0.27308186888694763 (0.24778885808255938) | > loss_disc_real_3: 0.23114316165447235 (0.23601916432380676) | > loss_disc_real_4: 0.2123381346464157 (0.22774077786339653) | > loss_disc_real_5: 0.26429834961891174 (0.22703603323962954) | > loss_0: 2.457456111907959 (2.3238729768329196) | > loss_gen: 2.6048126220703125 (2.562163061565823) | > loss_kl: 2.4602229595184326 (2.7129145198398166) | > loss_feat: 8.293075561523438 (6.871245039833917) | > loss_mel: 18.84413719177246 (17.912835439046223) | > loss_duration: 2.2764387130737305 (2.351420839627584) | > loss_1: 34.47868728637695 (32.410578621758354)  --> STEP: 19 | > loss_disc: 2.5637009143829346 (2.3364954998618677) | > loss_disc_real_0: 0.1644326150417328 (0.12605457439234383) | > loss_disc_real_1: 0.22124077379703522 (0.23687292478586497) | > loss_disc_real_2: 0.30167531967163086 (0.25062498763987895) | > loss_disc_real_3: 0.17701958119869232 (0.23291392310669548) | > loss_disc_real_4: 0.25670894980430603 (0.22926541849186546) | > loss_disc_real_5: 0.2281857132911682 (0.2270965427160263) | > loss_0: 2.5637009143829346 (2.3364954998618677) | > loss_gen: 2.392613172531128 (2.5532393831955758) | > loss_kl: 2.21470046043396 (2.6866927272395085) | > loss_feat: 8.056129455566406 (6.933607377504048) | > loss_mel: 16.893966674804688 (17.859210767244036) | > loss_duration: 2.350200891494751 (2.351356631831119) | > loss_1: 31.907609939575195 (32.38410658585398)  --> STEP: 20 | > loss_disc: 2.2332763671875 (2.3313345432281496) | > loss_disc_real_0: 0.2172400951385498 (0.13061385042965412) | > loss_disc_real_1: 0.1825854480266571 (0.23415855094790458) | > loss_disc_real_2: 0.2744196057319641 (0.2518147185444832) | > loss_disc_real_3: 0.24591468274593353 (0.23356396108865737) | > loss_disc_real_4: 0.16373464465141296 (0.22598887979984283) | > loss_disc_real_5: 0.12892141938209534 (0.22218778654932975) | > loss_0: 2.2332763671875 (2.3313345432281496) | > loss_gen: 2.8140759468078613 (2.5662812113761904) | > loss_kl: 1.918405294418335 (2.6482783555984497) | > loss_feat: 8.914338111877441 (7.032643914222717) | > loss_mel: 20.116575241088867 (17.97207899093628) | > loss_duration: 2.354278087615967 (2.351502704620361) | > loss_1: 36.117671966552734 (32.57078485488891)  --> STEP: 21 | > loss_disc: 2.159644842147827 (2.3231588431767056) | > loss_disc_real_0: 0.19737733900547028 (0.13379306417135967) | > loss_disc_real_1: 0.22134056687355042 (0.23354817075388773) | > loss_disc_real_2: 0.24132651090621948 (0.25131528008551823) | > loss_disc_real_3: 0.24431872367858887 (0.23407609264055887) | > loss_disc_real_4: 0.22549784183502197 (0.22596549703961327) | > loss_disc_real_5: 0.23727835714817047 (0.22290638514927455) | > loss_0: 2.159644842147827 (2.3231588431767056) | > loss_gen: 3.1790318489074707 (2.595459813163394) | > loss_kl: 2.1698849201202393 (2.625497715813773) | > loss_feat: 7.25216817855835 (7.043097450619652) | > loss_mel: 16.571809768676758 (17.905399504162016) | > loss_duration: 2.192155361175537 (2.3439147358848933) | > loss_1: 31.365049362182617 (32.51336887904576)  --> STEP: 22 | > loss_disc: 2.1028194427490234 (2.313143415884538) | > loss_disc_real_0: 0.07527266442775726 (0.13113304600119594) | > loss_disc_real_1: 0.27485188841819763 (0.2354256124659018) | > loss_disc_real_2: 0.2251318246126175 (0.2501251230185682) | > loss_disc_real_3: 0.23017284274101257 (0.2338986721905795) | > loss_disc_real_4: 0.21266774833202362 (0.22536105391654102) | > loss_disc_real_5: 0.23637725412845612 (0.22351869737560098) | > loss_0: 2.1028194427490234 (2.313143415884538) | > loss_gen: 2.9072160720825195 (2.6096305522051724) | > loss_kl: 2.0073184967041016 (2.5973986603996972) | > loss_feat: 9.762931823730469 (7.166726285761053) | > loss_mel: 19.896039962768555 (17.995883161371406) | > loss_duration: 2.1543984413146973 (2.335300358858975) | > loss_1: 36.7279052734375 (32.704938715154476)  --> STEP: 23 | > loss_disc: 2.1843292713165283 (2.3075428009033203) | > loss_disc_real_0: 0.14825797080993652 (0.13187760794940204) | > loss_disc_real_1: 0.2186644971370697 (0.23469686832116998) | > loss_disc_real_2: 0.2519759237766266 (0.2502055926167447) | > loss_disc_real_3: 0.23872186243534088 (0.23410837611426477) | > loss_disc_real_4: 0.22110411524772644 (0.22517596962659256) | > loss_disc_real_5: 0.21080252528190613 (0.22296582032804904) | > loss_0: 2.1843292713165283 (2.3075428009033203) | > loss_gen: 2.6435296535491943 (2.611104426176652) | > loss_kl: 2.1545584201812744 (2.57814473691194) | > loss_feat: 7.061337947845459 (7.162144184112549) | > loss_mel: 15.501391410827637 (17.887426998304285) | > loss_duration: 2.3167288303375244 (2.334492901097173) | > loss_1: 29.677547454833984 (32.573313008184016)  --> STEP: 24 | > loss_disc: 2.3020339012145996 (2.3073132634162903) | > loss_disc_real_0: 0.07945242524147034 (0.12969322533657154) | > loss_disc_real_1: 0.14731164276599884 (0.23105581725637117) | > loss_disc_real_2: 0.1919017732143402 (0.2477762668083112) | > loss_disc_real_3: 0.19183462858200073 (0.23234696996708712) | > loss_disc_real_4: 0.2525605857372284 (0.22631699529786906) | > loss_disc_real_5: 0.1679200530052185 (0.22067224668959776) | > loss_0: 2.3020339012145996 (2.3073132634162903) | > loss_gen: 2.382654905319214 (2.6015856961409254) | > loss_kl: 2.271080255508423 (2.565350383520127) | > loss_feat: 9.048328399658203 (7.2407351930936175) | > loss_mel: 20.671634674072266 (18.003435651461285) | > loss_duration: 2.427069902420044 (2.3383502761522927) | > loss_1: 36.8007698059082 (32.749457041422524)  --> STEP: 25 | > loss_disc: 2.635227918624878 (2.3204298496246336) | > loss_disc_real_0: 0.21152454614639282 (0.1329664781689644) | > loss_disc_real_1: 0.3243449330329895 (0.23478738188743592) | > loss_disc_real_2: 0.24465401470661163 (0.2476513767242432) | > loss_disc_real_3: 0.2655380368232727 (0.23367461264133454) | > loss_disc_real_4: 0.28304845094680786 (0.2285862535238266) | > loss_disc_real_5: 0.3099385201931 (0.22424289762973784) | > loss_0: 2.635227918624878 (2.3204298496246336) | > loss_gen: 2.5449163913726807 (2.5993189239501953) | > loss_kl: 2.5019450187683105 (2.5628141689300543) | > loss_feat: 7.08549165725708 (7.234525451660156) | > loss_mel: 17.2712459564209 (17.97414806365967) | > loss_duration: 2.3667895793914795 (2.3394878482818604) | > loss_1: 31.770387649536133 (32.71029426574707)  --> STEP: 26 | > loss_disc: 2.516369581222534 (2.3279659931476298) | > loss_disc_real_0: 0.15897884964942932 (0.13396695399513614) | > loss_disc_real_1: 0.1209297627210617 (0.23040824268872923) | > loss_disc_real_2: 0.2429313212633133 (0.24746983612959206) | > loss_disc_real_3: 0.1060120016336441 (0.22876451221796182) | > loss_disc_real_4: 0.07748758792877197 (0.22277476638555527) | > loss_disc_real_5: 0.16520893573760986 (0.22197236063388678) | > loss_0: 2.516369581222534 (2.3279659931476298) | > loss_gen: 2.044273853302002 (2.5779710366175723) | > loss_kl: 2.7195117473602295 (2.5688409988696765) | > loss_feat: 13.761249542236328 (7.485553301297701) | > loss_mel: 20.297927856445312 (18.063524209536038) | > loss_duration: 2.2544922828674316 (2.336218788073613) | > loss_1: 41.07745361328125 (33.03210808680608) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023884956653301534 (-0.00016572842231163615) | > avg_loss_disc: 2.3279659931476298 (-0.03896223581754299) | > avg_loss_disc_real_0: 0.13396695399513614 (+0.017804470916207044) | > avg_loss_disc_real_1: 0.23040824268872923 (+0.04295309776296985) | > avg_loss_disc_real_2: 0.24746983612959206 (+0.0037537721487192477) | > avg_loss_disc_real_3: 0.22876451221796182 (-0.03238161080158672) | > avg_loss_disc_real_4: 0.22277476638555527 (-0.053171554437050406) | > avg_loss_disc_real_5: 0.22197236063388678 (-0.021815526370818794) | > avg_loss_0: 2.3279659931476298 (-0.03896223581754299) | > avg_loss_gen: 2.5779710366175723 (+0.07558633730961706) | > avg_loss_kl: 2.5688409988696765 (-0.1329938998589144) | > avg_loss_feat: 7.485553301297701 (+0.4804973052098198) | > avg_loss_mel: 18.063524209536038 (-0.20231412007258598) | > avg_loss_duration: 2.336218788073613 (+0.015122725413395877) | > avg_loss_1: 33.03210808680608 (+0.23589787116418393)  > EPOCH: 447/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:45:51)   --> TIME: 2024-06-11 10:45:57 -- STEP: 14/330 -- GLOBAL_STEP: 235525 | > loss_disc: 2.3300154209136963 (2.3156677654811313) | > loss_disc_real_0: 0.1276044249534607 (0.10308594895260674) | > loss_disc_real_1: 0.16773615777492523 (0.19522940473897116) | > loss_disc_real_2: 0.2055244892835617 (0.20420590149504797) | > loss_disc_real_3: 0.21083000302314758 (0.22252618095704488) | > loss_disc_real_4: 0.23343126475811005 (0.23047973534890584) | > loss_disc_real_5: 0.20426295697689056 (0.2197436669043132) | > loss_0: 2.3300154209136963 (2.3156677654811313) | > grad_norm_0: tensor(18.4103, device='cuda:0') (tensor(11.0563, device='cuda:0')) | > loss_gen: 2.460611343383789 (2.4789247001920427) | > loss_kl: 1.788167953491211 (1.830046841076442) | > loss_feat: 6.537036895751953 (6.8023465020315985) | > loss_mel: 17.58432960510254 (18.471878187997) | > loss_duration: 2.0392699241638184 (2.128669236387525) | > loss_1: 30.40941619873047 (31.71186569758824) | > grad_norm_1: tensor(205.6792, device='cuda:0') (tensor(143.7298, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3586 (0.35800351415361675) | > loader_time: 0.0029 (0.0030948093959263395)  --> TIME: 2024-06-11 10:46:06 -- STEP: 39/330 -- GLOBAL_STEP: 235550 | > loss_disc: 2.231873035430908 (2.304242733197335) | > loss_disc_real_0: 0.08151805400848389 (0.10359427008109215) | > loss_disc_real_1: 0.20012521743774414 (0.19540284000910246) | > loss_disc_real_2: 0.20048996806144714 (0.2071159799129535) | > loss_disc_real_3: 0.19244545698165894 (0.22510300041773382) | > loss_disc_real_4: 0.19710668921470642 (0.22787948755117562) | > loss_disc_real_5: 0.18039095401763916 (0.21731845079324183) | > loss_0: 2.231873035430908 (2.304242733197335) | > grad_norm_0: tensor(11.6644, device='cuda:0') (tensor(10.9115, device='cuda:0')) | > loss_gen: 2.4625675678253174 (2.50821030445588) | > loss_kl: 1.8295294046401978 (1.8792881965637207) | > loss_feat: 7.857876777648926 (7.025775359227107) | > loss_mel: 17.56450653076172 (18.182999488634938) | > loss_duration: 2.0478644371032715 (2.0555407236783934) | > loss_1: 31.762346267700195 (31.65181419176933) | > grad_norm_1: tensor(100.1481, device='cuda:0') (tensor(132.4199, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3554 (0.35562742062104047) | > loader_time: 0.0033 (0.0032158509278908762)  --> TIME: 2024-06-11 10:46:15 -- STEP: 64/330 -- GLOBAL_STEP: 235575 | > loss_disc: 2.3382043838500977 (2.3268625102937226) | > loss_disc_real_0: 0.08770295977592468 (0.10654468042775989) | > loss_disc_real_1: 0.1619277149438858 (0.19669389142654836) | > loss_disc_real_2: 0.19669465720653534 (0.20955259469337761) | > loss_disc_real_3: 0.24282798171043396 (0.2270840355195105) | > loss_disc_real_4: 0.2304922491312027 (0.22854031389579177) | > loss_disc_real_5: 0.2534230053424835 (0.21985742799006402) | > loss_0: 2.3382043838500977 (2.3268625102937226) | > grad_norm_0: tensor(14.5026, device='cuda:0') (tensor(11.4634, device='cuda:0')) | > loss_gen: 2.592703104019165 (2.506356213241816) | > loss_kl: 1.93065345287323 (1.9029511604458094) | > loss_feat: 7.0767011642456055 (7.055653475224972) | > loss_mel: 18.256587982177734 (18.179960310459133) | > loss_duration: 2.0106725692749023 (2.032127410173416) | > loss_1: 31.86731719970703 (31.67704874277115) | > grad_norm_1: tensor(174.9673, device='cuda:0') (tensor(127.7905, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3883 (0.36092894151806826) | > loader_time: 0.0037 (0.0033679604530334477)  --> TIME: 2024-06-11 10:46:25 -- STEP: 89/330 -- GLOBAL_STEP: 235600 | > loss_disc: 2.2279176712036133 (2.3319326518626697) | > loss_disc_real_0: 0.10714377462863922 (0.10954544132345179) | > loss_disc_real_1: 0.24812476336956024 (0.19742392572794062) | > loss_disc_real_2: 0.19705241918563843 (0.21050345864188805) | > loss_disc_real_3: 0.23107057809829712 (0.22767362685016032) | > loss_disc_real_4: 0.21989141404628754 (0.2292065535033687) | > loss_disc_real_5: 0.20102733373641968 (0.21952270272742497) | > loss_0: 2.2279176712036133 (2.3319326518626697) | > grad_norm_0: tensor(27.7196, device='cuda:0') (tensor(14.2767, device='cuda:0')) | > loss_gen: 2.7778820991516113 (2.5067410844095646) | > loss_kl: 1.8381073474884033 (1.9158858449271556) | > loss_feat: 7.7512311935424805 (7.069193164954025) | > loss_mel: 18.049152374267578 (18.14532198530903) | > loss_duration: 2.031740665435791 (2.0229440847139686) | > loss_1: 32.44811248779297 (31.66008632102709) | > grad_norm_1: tensor(306.3478, device='cuda:0') (tensor(158.1877, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3728 (0.3691767869370707) | > loader_time: 0.0044 (0.0035334597812609727)  --> TIME: 2024-06-11 10:46:35 -- STEP: 114/330 -- GLOBAL_STEP: 235625 | > loss_disc: 2.406069755554199 (2.3356831450211373) | > loss_disc_real_0: 0.10431335121393204 (0.11196471731129445) | > loss_disc_real_1: 0.1893392950296402 (0.19749295293239122) | > loss_disc_real_2: 0.2080148160457611 (0.21077037785659758) | > loss_disc_real_3: 0.28969669342041016 (0.2282895545164744) | > loss_disc_real_4: 0.23568785190582275 (0.2283488892410931) | > loss_disc_real_5: 0.23539471626281738 (0.21980383390920205) | > loss_0: 2.406069755554199 (2.3356831450211373) | > grad_norm_0: tensor(5.5211, device='cuda:0') (tensor(14.6851, device='cuda:0')) | > loss_gen: 2.5392181873321533 (2.506616320526391) | > loss_kl: 2.0481135845184326 (1.9208363922018754) | > loss_feat: 7.145138263702393 (7.065110348818595) | > loss_mel: 18.575082778930664 (18.085970460322862) | > loss_duration: 2.02518892288208 (2.0228130242280797) | > loss_1: 32.332740783691406 (31.601346618250798) | > grad_norm_1: tensor(82.8919, device='cuda:0') (tensor(161.1037, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3829 (0.3722891933039615) | > loader_time: 0.0052 (0.0036771632077401144)  --> TIME: 2024-06-11 10:46:45 -- STEP: 139/330 -- GLOBAL_STEP: 235650 | > loss_disc: 2.283643960952759 (2.334456764536796) | > loss_disc_real_0: 0.106411412358284 (0.11214232519805002) | > loss_disc_real_1: 0.16520799696445465 (0.19721714669851945) | > loss_disc_real_2: 0.20949402451515198 (0.21055237584405667) | > loss_disc_real_3: 0.2199924737215042 (0.22775473933425738) | > loss_disc_real_4: 0.22005055844783783 (0.22786260240798373) | > loss_disc_real_5: 0.19996465742588043 (0.21986782743776445) | > loss_0: 2.283643960952759 (2.334456764536796) | > grad_norm_0: tensor(9.2344, device='cuda:0') (tensor(14.3216, device='cuda:0')) | > loss_gen: 2.519923210144043 (2.5033697224349427) | > loss_kl: 2.0991761684417725 (1.9235948950266666) | > loss_feat: 6.904729843139648 (7.08022186224409) | > loss_mel: 17.66735076904297 (18.099042165193623) | > loss_duration: 2.088278293609619 (2.0267211413211976) | > loss_1: 31.27945899963379 (31.6329498016577) | > grad_norm_1: tensor(201.3043, device='cuda:0') (tensor(157.6100, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3751 (0.3742276129962729) | > loader_time: 0.0043 (0.003766934648692179)  --> TIME: 2024-06-11 10:46:55 -- STEP: 164/330 -- GLOBAL_STEP: 235675 | > loss_disc: 2.370309352874756 (2.339200905183466) | > loss_disc_real_0: 0.16677750647068024 (0.11349596487494504) | > loss_disc_real_1: 0.21205292642116547 (0.19739133991846225) | > loss_disc_real_2: 0.17029283940792084 (0.21121106278605578) | > loss_disc_real_3: 0.20973901450634003 (0.22816559935851796) | > loss_disc_real_4: 0.21931982040405273 (0.22824445684872022) | > loss_disc_real_5: 0.22302205860614777 (0.22014454406935993) | > loss_0: 2.370309352874756 (2.339200905183466) | > grad_norm_0: tensor(44.6971, device='cuda:0') (tensor(15.7828, device='cuda:0')) | > loss_gen: 2.438403844833374 (2.5080575085267793) | > loss_kl: 2.001887559890747 (1.9253276244896214) | > loss_feat: 7.20800256729126 (7.101164338065357) | > loss_mel: 18.245351791381836 (18.084117424197316) | > loss_duration: 2.0994153022766113 (2.0295386852287676) | > loss_1: 31.993061065673828 (31.648205594318668) | > grad_norm_1: tensor(231.7454, device='cuda:0') (tensor(170.9169, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3763 (0.375048189628415) | > loader_time: 0.0041 (0.0038516768595067466)  --> TIME: 2024-06-11 10:47:04 -- STEP: 189/330 -- GLOBAL_STEP: 235700 | > loss_disc: 2.3209800720214844 (2.3399699453323604) | > loss_disc_real_0: 0.07309062778949738 (0.11357409030041367) | > loss_disc_real_1: 0.1854347288608551 (0.19779789345289664) | > loss_disc_real_2: 0.22368715703487396 (0.21195854017974208) | > loss_disc_real_3: 0.28212520480155945 (0.2281647325350494) | > loss_disc_real_4: 0.18949851393699646 (0.22734688813724216) | > loss_disc_real_5: 0.19854198396205902 (0.2192965272084746) | > loss_0: 2.3209800720214844 (2.3399699453323604) | > grad_norm_0: tensor(22.5675, device='cuda:0') (tensor(18.5643, device='cuda:0')) | > loss_gen: 2.7117247581481934 (2.5097306443269933) | > loss_kl: 1.9232162237167358 (1.9276276315961565) | > loss_feat: 6.916611671447754 (7.100373252989754) | > loss_mel: 17.165843963623047 (18.03160877328701) | > loss_duration: 2.109072685241699 (2.0361000974342307) | > loss_1: 30.82646942138672 (31.6054403920653) | > grad_norm_1: tensor(215.7406, device='cuda:0') (tensor(188.4685, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3848 (0.3762247083048341) | > loader_time: 0.0048 (0.003960687647420891)  --> TIME: 2024-06-11 10:47:15 -- STEP: 214/330 -- GLOBAL_STEP: 235725 | > loss_disc: 2.4321017265319824 (2.340932558630114) | > loss_disc_real_0: 0.1023688092827797 (0.11503560576483468) | > loss_disc_real_1: 0.20475393533706665 (0.19820918121906084) | > loss_disc_real_2: 0.2151155322790146 (0.2114229028191522) | > loss_disc_real_3: 0.24455967545509338 (0.22812108361275396) | > loss_disc_real_4: 0.29811152815818787 (0.2271697642368691) | > loss_disc_real_5: 0.24520328640937805 (0.22014360847038644) | > loss_0: 2.4321017265319824 (2.340932558630114) | > grad_norm_0: tensor(85.6951, device='cuda:0') (tensor(21.2810, device='cuda:0')) | > loss_gen: 2.404698610305786 (2.51650422978624) | > loss_kl: 1.8780964612960815 (1.931775630077469) | > loss_feat: 6.5642805099487305 (7.122436289475343) | > loss_mel: 17.786558151245117 (18.000652491489312) | > loss_duration: 2.152348041534424 (2.0430004206773273) | > loss_1: 30.785982131958008 (31.61436901805557) | > grad_norm_1: tensor(391.8627, device='cuda:0') (tensor(214.3240, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.3962 (0.3787777167614375) | > loader_time: 0.0047 (0.004079547997947048)  --> TIME: 2024-06-11 10:47:25 -- STEP: 239/330 -- GLOBAL_STEP: 235750 | > loss_disc: 2.352557897567749 (2.3432392036565677) | > loss_disc_real_0: 0.13052570819854736 (0.1168416607267687) | > loss_disc_real_1: 0.19849911332130432 (0.1982854183248895) | > loss_disc_real_2: 0.21563124656677246 (0.21144219328918218) | > loss_disc_real_3: 0.21814651787281036 (0.2278126836072451) | > loss_disc_real_4: 0.2263416200876236 (0.22699281785278638) | > loss_disc_real_5: 0.22500130534172058 (0.22045775705551005) | > loss_0: 2.352557897567749 (2.3432392036565677) | > grad_norm_0: tensor(37.6118, device='cuda:0') (tensor(23.5651, device='cuda:0')) | > loss_gen: 2.4529366493225098 (2.517237735093887) | > loss_kl: 1.9167484045028687 (1.9381520837919484) | > loss_feat: 7.2888569831848145 (7.119978186475682) | > loss_mel: 17.42576026916504 (17.94508895714413) | > loss_duration: 2.0789709091186523 (2.051122280344304) | > loss_1: 31.163272857666016 (31.571579210927794) | > grad_norm_1: tensor(416.7768, device='cuda:0') (tensor(230.9015, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.421 (0.38211285120273736) | > loader_time: 0.0057 (0.0042182531316908795)  --> TIME: 2024-06-11 10:47:36 -- STEP: 264/330 -- GLOBAL_STEP: 235775 | > loss_disc: 2.423982620239258 (2.347878680084691) | > loss_disc_real_0: 0.1104743704199791 (0.11748896564610979) | > loss_disc_real_1: 0.19728641211986542 (0.19885842315852642) | > loss_disc_real_2: 0.17297370731830597 (0.21167250299318272) | > loss_disc_real_3: 0.22428306937217712 (0.22829225427950872) | > loss_disc_real_4: 0.2048293948173523 (0.22733522353298735) | > loss_disc_real_5: 0.17428244650363922 (0.22061988592825152) | > loss_0: 2.423982620239258 (2.347878680084691) | > grad_norm_0: tensor(20.8118, device='cuda:0') (tensor(23.3730, device='cuda:0')) | > loss_gen: 2.2613039016723633 (2.5079955449610045) | > loss_kl: 2.0064730644226074 (1.9441521614789963) | > loss_feat: 7.071748733520508 (7.105042468417775) | > loss_mel: 16.498313903808594 (17.882472991943363) | > loss_duration: 2.1751298904418945 (2.0586909579508226) | > loss_1: 30.012969970703125 (31.498354102625992) | > grad_norm_1: tensor(198.2793, device='cuda:0') (tensor(235.3586, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.4419 (0.38669803648283985) | > loader_time: 0.0058 (0.004366499908042673)  --> TIME: 2024-06-11 10:47:48 -- STEP: 289/330 -- GLOBAL_STEP: 235800 | > loss_disc: 2.2315726280212402 (2.352204951448011) | > loss_disc_real_0: 0.08740174025297165 (0.11816640254947966) | > loss_disc_real_1: 0.1997831016778946 (0.20012157026252944) | > loss_disc_real_2: 0.21461878716945648 (0.21217175163199745) | > loss_disc_real_3: 0.20893453061580658 (0.22827969496637893) | > loss_disc_real_4: 0.21058619022369385 (0.22768385708332062) | > loss_disc_real_5: 0.18625199794769287 (0.22057947918618015) | > loss_0: 2.2315726280212402 (2.352204951448011) | > grad_norm_0: tensor(39.5531, device='cuda:0') (tensor(24.3550, device='cuda:0')) | > loss_gen: 2.544849157333374 (2.504356163183298) | > loss_kl: 2.0447144508361816 (1.9472363828375265) | > loss_feat: 7.782302379608154 (7.106935341052943) | > loss_mel: 17.15033721923828 (17.82932096699118) | > loss_duration: 2.2035837173461914 (2.0681774409997002) | > loss_1: 31.725788116455078 (31.45602628846482) | > grad_norm_1: tensor(479.8214, device='cuda:0') (tensor(248.4801, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.4692 (0.39242055919343616) | > loader_time: 0.0069 (0.004524784517123209)  --> TIME: 2024-06-11 10:48:00 -- STEP: 314/330 -- GLOBAL_STEP: 235825 | > loss_disc: 2.488523244857788 (2.357144019406312) | > loss_disc_real_0: 0.22299925982952118 (0.11891106563578745) | > loss_disc_real_1: 0.2851059138774872 (0.2014915429672618) | > loss_disc_real_2: 0.2573505938053131 (0.2123522517882335) | > loss_disc_real_3: 0.22041383385658264 (0.22842294129596394) | > loss_disc_real_4: 0.1891995072364807 (0.22730791136907164) | > loss_disc_real_5: 0.21905578672885895 (0.22077578216031857) | > loss_0: 2.488523244857788 (2.357144019406312) | > grad_norm_0: tensor(97.1899, device='cuda:0') (tensor(26.1258, device='cuda:0')) | > loss_gen: 2.538357973098755 (2.501263584300972) | > loss_kl: 1.9791910648345947 (1.9491684136876635) | > loss_feat: 7.803078651428223 (7.1199832084072625) | > loss_mel: 17.741100311279297 (17.803360598861797) | > loss_duration: 2.271094560623169 (2.0808314897452185) | > loss_1: 32.332820892333984 (31.454607258936402) | > grad_norm_1: tensor(245.9988, device='cuda:0') (tensor(263.3286, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.5369 (0.4009072249102743) | > loader_time: 0.0082 (0.004730026433422304)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.55708646774292 (2.55708646774292) | > loss_disc_real_0: 0.19098535180091858 (0.19098535180091858) | > loss_disc_real_1: 0.2390832006931305 (0.2390832006931305) | > loss_disc_real_2: 0.20771491527557373 (0.20771491527557373) | > loss_disc_real_3: 0.2503075897693634 (0.2503075897693634) | > loss_disc_real_4: 0.2520395517349243 (0.2520395517349243) | > loss_disc_real_5: 0.27639204263687134 (0.27639204263687134) | > loss_0: 2.55708646774292 (2.55708646774292) | > loss_gen: 2.465165138244629 (2.465165138244629) | > loss_kl: 2.7399325370788574 (2.7399325370788574) | > loss_feat: 6.204033851623535 (6.204033851623535) | > loss_mel: 17.276573181152344 (17.276573181152344) | > loss_duration: 2.929704427719116 (2.929704427719116) | > loss_1: 31.615407943725586 (31.615407943725586)  --> STEP: 1 | > loss_disc: 1.8798236846923828 (1.8798236846923828) | > loss_disc_real_0: 0.06927621364593506 (0.06927621364593506) | > loss_disc_real_1: 0.15838615596294403 (0.15838615596294403) | > loss_disc_real_2: 0.20140588283538818 (0.20140588283538818) | > loss_disc_real_3: 0.1947554498910904 (0.1947554498910904) | > loss_disc_real_4: 0.15766191482543945 (0.15766191482543945) | > loss_disc_real_5: 0.16838239133358002 (0.16838239133358002) | > loss_0: 1.8798236846923828 (1.8798236846923828) | > loss_gen: 2.7636680603027344 (2.7636680603027344) | > loss_kl: 2.8342196941375732 (2.8342196941375732) | > loss_feat: 8.072762489318848 (8.072762489318848) | > loss_mel: 19.535160064697266 (19.535160064697266) | > loss_duration: 2.372565984725952 (2.372565984725952) | > loss_1: 35.57837677001953 (35.57837677001953)  --> STEP: 2 | > loss_disc: 2.2770652770996094 (2.078444480895996) | > loss_disc_real_0: 0.07143079489469528 (0.07035350427031517) | > loss_disc_real_1: 0.23982736468315125 (0.19910676032304764) | > loss_disc_real_2: 0.15071478486061096 (0.17606033384799957) | > loss_disc_real_3: 0.2203877717256546 (0.2075716108083725) | > loss_disc_real_4: 0.25379955768585205 (0.20573073625564575) | > loss_disc_real_5: 0.26739731431007385 (0.21788985282182693) | > loss_0: 2.2770652770996094 (2.078444480895996) | > loss_gen: 2.4932682514190674 (2.628468155860901) | > loss_kl: 3.109767198562622 (2.9719934463500977) | > loss_feat: 5.831738471984863 (6.9522504806518555) | > loss_mel: 18.61357879638672 (19.074369430541992) | > loss_duration: 2.43576717376709 (2.404166579246521) | > loss_1: 32.4841194152832 (34.03124809265137)  --> STEP: 3 | > loss_disc: 2.373927354812622 (2.176938772201538) | > loss_disc_real_0: 0.10069087147712708 (0.08046596000591914) | > loss_disc_real_1: 0.1199713945388794 (0.17272830506165823) | > loss_disc_real_2: 0.2783849239349365 (0.21016853054364523) | > loss_disc_real_3: 0.31533870100975037 (0.2434939742088318) | > loss_disc_real_4: 0.2992092967033386 (0.2368902564048767) | > loss_disc_real_5: 0.27167028188705444 (0.2358166625102361) | > loss_0: 2.373927354812622 (2.176938772201538) | > loss_gen: 2.765678882598877 (2.6742050647735596) | > loss_kl: 3.6565232276916504 (3.2001700401306152) | > loss_feat: 6.714235305786133 (6.872912089029948) | > loss_mel: 18.76059341430664 (18.969777425130207) | > loss_duration: 2.272275924682617 (2.3602030277252197) | > loss_1: 34.16930389404297 (34.077266693115234)  --> STEP: 4 | > loss_disc: 2.4221532344818115 (2.2382423877716064) | > loss_disc_real_0: 0.11182904988527298 (0.0883067324757576) | > loss_disc_real_1: 0.23312652111053467 (0.18782785907387733) | > loss_disc_real_2: 0.21075432002544403 (0.21031497791409492) | > loss_disc_real_3: 0.2787957787513733 (0.25231942534446716) | > loss_disc_real_4: 0.26956257224082947 (0.2450583353638649) | > loss_disc_real_5: 0.30652299523353577 (0.253493245691061) | > loss_0: 2.4221532344818115 (2.2382423877716064) | > loss_gen: 2.5211358070373535 (2.635937750339508) | > loss_kl: 3.244321823120117 (3.2112079858779907) | > loss_feat: 5.491894245147705 (6.527657628059387) | > loss_mel: 18.023874282836914 (18.733301639556885) | > loss_duration: 2.354167938232422 (2.3586942553520203) | > loss_1: 31.635393142700195 (33.466798305511475)  --> STEP: 5 | > loss_disc: 2.426412582397461 (2.2758764266967773) | > loss_disc_real_0: 0.12258639931678772 (0.09516266584396363) | > loss_disc_real_1: 0.2636517584323883 (0.20299263894557953) | > loss_disc_real_2: 0.21028535068035126 (0.21030905246734619) | > loss_disc_real_3: 0.3084498941898346 (0.2635455191135406) | > loss_disc_real_4: 0.3278818130493164 (0.2616230309009552) | > loss_disc_real_5: 0.26815521717071533 (0.25642563998699186) | > loss_0: 2.426412582397461 (2.2758764266967773) | > loss_gen: 2.617800235748291 (2.6323102474212647) | > loss_kl: 2.3377463817596436 (3.0365156650543215) | > loss_feat: 5.118897914886475 (6.2459056854248045) | > loss_mel: 20.09060287475586 (19.00476188659668) | > loss_duration: 2.372799873352051 (2.3615153789520265) | > loss_1: 32.537845611572266 (33.28100776672363)  --> STEP: 6 | > loss_disc: 2.428394317626953 (2.30129607518514) | > loss_disc_real_0: 0.1222187876701355 (0.09967201948165894) | > loss_disc_real_1: 0.1807781159877777 (0.19929021845261255) | > loss_disc_real_2: 0.31144440174102783 (0.2271649440129598) | > loss_disc_real_3: 0.2529408633708954 (0.2617780764897664) | > loss_disc_real_4: 0.25298136472702026 (0.2601827532052994) | > loss_disc_real_5: 0.24149949848651886 (0.253937949736913) | > loss_0: 2.428394317626953 (2.30129607518514) | > loss_gen: 2.4193081855773926 (2.596809903780619) | > loss_kl: 2.7266626358032227 (2.9848734935124717) | > loss_feat: 4.5255818367004395 (5.959185043970744) | > loss_mel: 17.505605697631836 (18.754902521769207) | > loss_duration: 2.1326727867126465 (2.32337494691213) | > loss_1: 29.309831619262695 (32.61914507548014)  --> STEP: 7 | > loss_disc: 2.4663639068603516 (2.3248771939958846) | > loss_disc_real_0: 0.16320666670799255 (0.10874839765684945) | > loss_disc_real_1: 0.24067412316799164 (0.20520220484052384) | > loss_disc_real_2: 0.1696300059556961 (0.2189456671476364) | > loss_disc_real_3: 0.305419921875 (0.2680126258305141) | > loss_disc_real_4: 0.3053804337978363 (0.26663956471851896) | > loss_disc_real_5: 0.23748546838760376 (0.25158759525844027) | > loss_0: 2.4663639068603516 (2.3248771939958846) | > loss_gen: 2.6333513259887695 (2.602030106953212) | > loss_kl: 4.146254062652588 (3.150785003389631) | > loss_feat: 4.387282371520996 (5.734627519335065) | > loss_mel: 18.487934112548828 (18.716764177594865) | > loss_duration: 2.560245990753174 (2.3572136674608504) | > loss_1: 32.21506881713867 (32.56141989571707)  --> STEP: 8 | > loss_disc: 2.4913170337677 (2.3456821739673615) | > loss_disc_real_0: 0.16973541676998138 (0.11637177504599094) | > loss_disc_real_1: 0.22579167783260345 (0.2077758889645338) | > loss_disc_real_2: 0.25004884600639343 (0.22283356450498104) | > loss_disc_real_3: 0.2910691201686859 (0.27089468762278557) | > loss_disc_real_4: 0.23651374876499176 (0.26287383772432804) | > loss_disc_real_5: 0.32261034846305847 (0.26046543940901756) | > loss_0: 2.4913170337677 (2.3456821739673615) | > loss_gen: 2.6195809841156006 (2.6042239665985107) | > loss_kl: 2.77976655960083 (3.104407697916031) | > loss_feat: 6.615418910980225 (5.8447264432907104) | > loss_mel: 18.463794708251953 (18.685142993927002) | > loss_duration: 2.1901936531066895 (2.33633616566658) | > loss_1: 32.66875457763672 (32.57483673095703)  --> STEP: 9 | > loss_disc: 2.6750245094299316 (2.382275766796536) | > loss_disc_real_0: 0.19968920946121216 (0.1256292677587933) | > loss_disc_real_1: 0.3101769983768463 (0.2191537900103463) | > loss_disc_real_2: 0.24456346035003662 (0.22524799737665388) | > loss_disc_real_3: 0.3201807737350464 (0.27637091941303676) | > loss_disc_real_4: 0.2653083801269531 (0.2631443424357308) | > loss_disc_real_5: 0.26075783371925354 (0.26049792766571045) | > loss_0: 2.6750245094299316 (2.382275766796536) | > loss_gen: 2.894327163696289 (2.6364576551649304) | > loss_kl: 2.6065268516540527 (3.0490876038869223) | > loss_feat: 9.921738624572754 (6.297727796766493) | > loss_mel: 18.639528274536133 (18.68007469177246) | > loss_duration: 2.14289927482605 (2.31484317779541) | > loss_1: 36.20501708984375 (32.978190104166664)  --> STEP: 10 | > loss_disc: 2.672477960586548 (2.411295986175537) | > loss_disc_real_0: 0.23147080838680267 (0.13621342182159424) | > loss_disc_real_1: 0.2931128144264221 (0.2265496924519539) | > loss_disc_real_2: 0.25353094935417175 (0.22807629257440568) | > loss_disc_real_3: 0.33259162306785583 (0.28199298977851867) | > loss_disc_real_4: 0.28776994347572327 (0.26560690253973007) | > loss_disc_real_5: 0.26377785205841064 (0.26082592010498046) | > loss_0: 2.672477960586548 (2.411295986175537) | > loss_gen: 2.5659077167510986 (2.6294026613235473) | > loss_kl: 2.9275288581848145 (3.0369317293167115) | > loss_feat: 5.364225387573242 (6.204377555847168) | > loss_mel: 17.853479385375977 (18.597415161132812) | > loss_duration: 2.356375217437744 (2.3189963817596437) | > loss_1: 31.067516326904297 (32.78712272644043)  --> STEP: 11 | > loss_disc: 2.2984094619750977 (2.401033574884588) | > loss_disc_real_0: 0.10815884172916412 (0.13366300544955514) | > loss_disc_real_1: 0.1745077669620514 (0.2218186083165082) | > loss_disc_real_2: 0.2772783041000366 (0.2325492027130994) | > loss_disc_real_3: 0.3081197142601013 (0.28436814654957165) | > loss_disc_real_4: 0.23634378612041473 (0.26294661922888324) | > loss_disc_real_5: 0.2867194414138794 (0.26317987658760766) | > loss_0: 2.2984094619750977 (2.401033574884588) | > loss_gen: 2.694915294647217 (2.635358355262063) | > loss_kl: 2.5390939712524414 (2.9916737513108687) | > loss_feat: 6.790788173675537 (6.257687612013384) | > loss_mel: 18.102731704711914 (18.55244393782182) | > loss_duration: 2.503089189529419 (2.335732091556896) | > loss_1: 32.630619049072266 (32.77289511940696)  --> STEP: 12 | > loss_disc: 2.157510995864868 (2.3807400266329446) | > loss_disc_real_0: 0.11461813747882843 (0.13207593311866125) | > loss_disc_real_1: 0.12819918990135193 (0.2140169901152452) | > loss_disc_real_2: 0.19095925986766815 (0.2290833741426468) | > loss_disc_real_3: 0.2668682932853699 (0.2829098254442215) | > loss_disc_real_4: 0.24992015957832336 (0.2618610809246699) | > loss_disc_real_5: 0.2071811556816101 (0.25851331651210785) | > loss_0: 2.157510995864868 (2.3807400266329446) | > loss_gen: 2.792206287384033 (2.6484290162722273) | > loss_kl: 3.1843109130859375 (3.0077268481254578) | > loss_feat: 7.3736701011657715 (6.350686152776082) | > loss_mel: 18.605356216430664 (18.55685329437256) | > loss_duration: 2.2669780254364014 (2.3300025860468545) | > loss_1: 34.2225227355957 (32.89369742075602)  --> STEP: 13 | > loss_disc: 2.46565580368042 (2.3872720094827504) | > loss_disc_real_0: 0.19237841665744781 (0.1367145856985679) | > loss_disc_real_1: 0.18001647293567657 (0.21140156571681684) | > loss_disc_real_2: 0.2583450675010681 (0.23133427363175613) | > loss_disc_real_3: 0.3431292474269867 (0.287542088673665) | > loss_disc_real_4: 0.2750515043735504 (0.2628757288822761) | > loss_disc_real_5: 0.25771772861480713 (0.2584521174430847) | > loss_0: 2.46565580368042 (2.3872720094827504) | > loss_gen: 2.6457715034484863 (2.6482245922088623) | > loss_kl: 2.8838553428649902 (2.9981982707977295) | > loss_feat: 5.963154315948486 (6.320876011481652) | > loss_mel: 16.811664581298828 (18.422608008751503) | > loss_duration: 2.191725730895996 (2.319365904881404) | > loss_1: 30.496170043945312 (32.70927223792443)  --> STEP: 14 | > loss_disc: 2.360241651535034 (2.3853412696293423) | > loss_disc_real_0: 0.22861114144325256 (0.1432786253946168) | > loss_disc_real_1: 0.2230888158082962 (0.21223636929477965) | > loss_disc_real_2: 0.2672303318977356 (0.2338982777936118) | > loss_disc_real_3: 0.25577840209007263 (0.2852732539176941) | > loss_disc_real_4: 0.22172367572784424 (0.25993629651410244) | > loss_disc_real_5: 0.27590909600257874 (0.2596990444830486) | > loss_0: 2.360241651535034 (2.3853412696293423) | > loss_gen: 2.925546646118164 (2.668033310345241) | > loss_kl: 3.2450876235961914 (3.015833224569048) | > loss_feat: 7.5127787590026855 (6.406011922018869) | > loss_mel: 18.400142669677734 (18.421003341674805) | > loss_duration: 2.4329781532287598 (2.327481065477644) | > loss_1: 34.516536712646484 (32.838362557547434)  --> STEP: 15 | > loss_disc: 2.5004637241363525 (2.3930160999298096) | > loss_disc_real_0: 0.2945813536643982 (0.15336547394593555) | > loss_disc_real_1: 0.21936166286468506 (0.21271138886610666) | > loss_disc_real_2: 0.18882857263088226 (0.23089363078276318) | > loss_disc_real_3: 0.3151889145374298 (0.2872676312923431) | > loss_disc_real_4: 0.22520408034324646 (0.25762081543604537) | > loss_disc_real_5: 0.2736267149448395 (0.26062755584716796) | > loss_0: 2.5004637241363525 (2.3930160999298096) | > loss_gen: 2.6326494216918945 (2.6656743844350177) | > loss_kl: 3.2671711444854736 (3.03258908589681) | > loss_feat: 6.969131946563721 (6.443553256988525) | > loss_mel: 18.56279945373535 (18.430456415812174) | > loss_duration: 2.3546316623687744 (2.3292911052703857) | > loss_1: 33.78638458251953 (32.901564025878905)  --> STEP: 16 | > loss_disc: 2.508805751800537 (2.40025295317173) | > loss_disc_real_0: 0.23819665610790253 (0.1586674228310585) | > loss_disc_real_1: 0.21930332481861115 (0.2131233848631382) | > loss_disc_real_2: 0.3043389320373535 (0.23548396211117506) | > loss_disc_real_3: 0.22421881556510925 (0.283327080309391) | > loss_disc_real_4: 0.1719866842031479 (0.25226868223398924) | > loss_disc_real_5: 0.1476505547761917 (0.25356649328023195) | > loss_0: 2.508805751800537 (2.40025295317173) | > loss_gen: 2.2807178497314453 (2.6416146010160446) | > loss_kl: 2.2356088161468506 (2.9827778190374374) | > loss_feat: 5.523481369018555 (6.386048763990402) | > loss_mel: 17.693166732788086 (18.38437581062317) | > loss_duration: 2.341562032699585 (2.3300580382347107) | > loss_1: 30.07453727722168 (32.72487485408783)  --> STEP: 17 | > loss_disc: 2.293740749359131 (2.3939875294180477) | > loss_disc_real_0: 0.18198098242282867 (0.16003880868939793) | > loss_disc_real_1: 0.21535062789916992 (0.21325439915937536) | > loss_disc_real_2: 0.25409969687461853 (0.23657900533255408) | > loss_disc_real_3: 0.2784891128540039 (0.2830424939884859) | > loss_disc_real_4: 0.26083868741989136 (0.25277280018610115) | > loss_disc_real_5: 0.1762242317199707 (0.24901694848256953) | > loss_0: 2.293740749359131 (2.3939875294180477) | > loss_gen: 2.6262459754943848 (2.6407105642206528) | > loss_kl: 2.117504835128784 (2.9318794082192814) | > loss_feat: 5.966794967651367 (6.361386775970459) | > loss_mel: 17.875242233276367 (18.354426776661594) | > loss_duration: 2.4189999103546143 (2.335289913065293) | > loss_1: 31.00478744506836 (32.623693241792566)  --> STEP: 18 | > loss_disc: 2.342627763748169 (2.3911342091030545) | > loss_disc_real_0: 0.12946674227714539 (0.1583403605553839) | > loss_disc_real_1: 0.14019015431404114 (0.20919527444574568) | > loss_disc_real_2: 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loss_disc_real_5: 0.25357839465141296 (0.2501919669540305) | > loss_0: 2.586350440979004 (2.4014087476228414) | > loss_gen: 2.3865952491760254 (2.617136177263762) | > loss_kl: 2.0975608825683594 (2.8740438536593786) | > loss_feat: 5.933511734008789 (6.511430012552362) | > loss_mel: 17.864919662475586 (18.297795245521947) | > loss_duration: 2.3074913024902344 (2.330216646194458) | > loss_1: 30.590078353881836 (32.63062165912829)  --> STEP: 20 | > loss_disc: 2.3184847831726074 (2.3972625494003297) | > loss_disc_real_0: 0.15202677249908447 (0.15781261399388313) | > loss_disc_real_1: 0.20475900173187256 (0.21187869757413863) | > loss_disc_real_2: 0.21285700798034668 (0.2356933705508709) | > loss_disc_real_3: 0.23971526324748993 (0.27780419662594796) | > loss_disc_real_4: 0.1807151883840561 (0.24900010153651236) | > loss_disc_real_5: 0.16618824005126953 (0.24599178060889243) | > loss_0: 2.3184847831726074 (2.3972625494003297) | > loss_gen: 2.472395181655884 (2.609899127483368) | > loss_kl: 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(2.320689712251936) | > loss_1: 28.700124740600586 (32.57197107587542)  --> STEP: 22 | > loss_disc: 2.3023910522460938 (2.4022008072246206) | > loss_disc_real_0: 0.13823102414608002 (0.1575029980052601) | > loss_disc_real_1: 0.18207435309886932 (0.20870156450705094) | > loss_disc_real_2: 0.1916344165802002 (0.23641300811008972) | > loss_disc_real_3: 0.23702937364578247 (0.28003753924911673) | > loss_disc_real_4: 0.26969295740127563 (0.2516745240850882) | > loss_disc_real_5: 0.28607243299484253 (0.25401727787472983) | > loss_0: 2.3023910522460938 (2.4022008072246206) | > loss_gen: 2.584500789642334 (2.6116885271939365) | > loss_kl: 2.1200551986694336 (2.783849109302867) | > loss_feat: 6.808888912200928 (6.624173229390925) | > loss_mel: 19.21373176574707 (18.25320226495916) | > loss_duration: 2.2175869941711426 (2.3160032250664453) | > loss_1: 32.94476318359375 (32.5889161716808)  --> STEP: 23 | > loss_disc: 2.4351580142974854 (2.4036337292712666) | > loss_disc_real_0: 0.2166343629360199 (0.16007392691529312) | > loss_disc_real_1: 0.22878174483776093 (0.20957461582577747) | > loss_disc_real_2: 0.243709534406662 (0.23673024838385376) | > loss_disc_real_3: 0.26527974009513855 (0.2793958958076394) | > loss_disc_real_4: 0.257637619972229 (0.25193378912365955) | > loss_disc_real_5: 0.33987781405448914 (0.2577503446651542) | > loss_0: 2.4351580142974854 (2.4036337292712666) | > loss_gen: 2.787916660308838 (2.6193506199380625) | > loss_kl: 2.913134813308716 (2.7894702268683393) | > loss_feat: 7.029780387878418 (6.641808323238207) | > loss_mel: 16.471181869506836 (18.175723117330797) | > loss_duration: 2.2969865798950195 (2.3151764144068183) | > loss_1: 31.499000549316406 (32.54152853592583)  --> STEP: 24 | > loss_disc: 2.2129855155944824 (2.3956900537014008) | > loss_disc_real_0: 0.1195567324757576 (0.15838571048031247) | > loss_disc_real_1: 0.15341463685035706 (0.20723461670180163) | > loss_disc_real_2: 0.21460185945034027 (0.2358082321782907) | > loss_disc_real_3: 0.27052515745162964 (0.27902628170947236) | > loss_disc_real_4: 0.2615729570388794 (0.252335421120127) | > loss_disc_real_5: 0.2543253004550934 (0.25760763448973495) | > loss_0: 2.2129855155944824 (2.3956900537014008) | > loss_gen: 2.7106878757476807 (2.62315633893013) | > loss_kl: 2.4772896766662598 (2.7764627039432526) | > loss_feat: 9.484334945678711 (6.760246932506561) | > loss_mel: 19.8132381439209 (18.243952910105385) | > loss_duration: 2.41414737701416 (2.3193002045154576) | > loss_1: 36.899696350097656 (32.72311886151632)  --> STEP: 25 | > loss_disc: 2.580535411834717 (2.4030838680267332) | > loss_disc_real_0: 0.20566239953041077 (0.1602767780423164) | > loss_disc_real_1: 0.23061580955982208 (0.20816986441612242) | > loss_disc_real_2: 0.32291334867477417 (0.23929243683815002) | > loss_disc_real_3: 0.30764612555503845 (0.280171075463295) | > loss_disc_real_4: 0.2605586647987366 (0.2526643508672714) | > loss_disc_real_5: 0.3117750287055969 (0.25977433025836943) | > loss_0: 2.580535411834717 (2.4030838680267332) | > loss_gen: 2.8004021644592285 (2.6302461719512937) | > loss_kl: 2.659885883331299 (2.7717996311187743) | > loss_feat: 7.65069055557251 (6.795864677429199) | > loss_mel: 17.90427589416504 (18.23036582946777) | > loss_duration: 2.3551530838012695 (2.32073431968689) | > loss_1: 33.37040710449219 (32.74901039123535)  --> STEP: 26 | > loss_disc: 2.415910243988037 (2.403577190179091) | > loss_disc_real_0: 0.22615832090377808 (0.162810683536988) | > loss_disc_real_1: 0.10221867263317108 (0.20409481857831663) | > loss_disc_real_2: 0.22803887724876404 (0.23885960762317365) | > loss_disc_real_3: 0.21697315573692322 (0.27774038624305) | > loss_disc_real_4: 0.21165339648723602 (0.2510870064680393) | > loss_disc_real_5: 0.26825806498527527 (0.2601006277478658) | > loss_0: 2.415910243988037 (2.403577190179091) | > loss_gen: 2.2828257083892822 (2.616883846429678) | > loss_kl: 2.5292577743530273 (2.7624710981662455) | > loss_feat: 8.210877418518066 (6.8502882443941555) | > loss_mel: 19.889253616333008 (18.294169205885666) | > loss_duration: 2.272223949432373 (2.3188685362155628) | > loss_1: 35.18444061279297 (32.842680784372185) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026055207619300256 (+0.00021702509659987223) | > avg_loss_disc: 2.403577190179091 (+0.07561119703146124) | > avg_loss_disc_real_0: 0.162810683536988 (+0.028843729541851854) | > avg_loss_disc_real_1: 0.20409481857831663 (-0.026313424110412598) | > avg_loss_disc_real_2: 0.23885960762317365 (-0.008610228506418405) | > avg_loss_disc_real_3: 0.27774038624305 (+0.048975874025088156) | > avg_loss_disc_real_4: 0.2510870064680393 (+0.028312240082484008) | > avg_loss_disc_real_5: 0.2601006277478658 (+0.038128267113979014) | > avg_loss_0: 2.403577190179091 (+0.07561119703146124) | > avg_loss_gen: 2.616883846429678 (+0.03891280981210565) | > avg_loss_kl: 2.7624710981662455 (+0.19363009929656894) | > avg_loss_feat: 6.8502882443941555 (-0.6352650569035454) | > avg_loss_mel: 18.294169205885666 (+0.23064499634962843) | > avg_loss_duration: 2.3188685362155628 (-0.01735025185805039) | > avg_loss_1: 32.842680784372185 (-0.1894273024338986)  > EPOCH: 448/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:48:30)   --> TIME: 2024-06-11 10:48:34 -- STEP: 9/330 -- GLOBAL_STEP: 235850 | > loss_disc: 2.373199701309204 (2.323799080318875) | > loss_disc_real_0: 0.10240714251995087 (0.10087719476885265) | > loss_disc_real_1: 0.183981791138649 (0.19822737077871957) | > loss_disc_real_2: 0.23943503201007843 (0.21401667098204294) | > loss_disc_real_3: 0.22183306515216827 (0.23528952731026542) | > loss_disc_real_4: 0.2174978107213974 (0.2437173608276579) | > loss_disc_real_5: 0.19303035736083984 (0.2352103590965271) | > loss_0: 2.373199701309204 (2.323799080318875) | > grad_norm_0: tensor(7.2025, device='cuda:0') (tensor(8.3174, device='cuda:0')) | > loss_gen: 2.526541233062744 (2.489637507332696) | > loss_kl: 1.734058141708374 (1.8371690511703491) | > loss_feat: 6.35910177230835 (6.761019971635607) | > loss_mel: 18.441362380981445 (18.133338504367405) | > loss_duration: 2.138612985610962 (2.1672532823350696) | > loss_1: 31.199676513671875 (31.388418833414715) | > grad_norm_1: tensor(124.1104, device='cuda:0') (tensor(86.0414, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3648 (0.3641953203413222) | > loader_time: 0.0031 (0.0032300419277615016)  --> TIME: 2024-06-11 10:48:43 -- STEP: 34/330 -- GLOBAL_STEP: 235875 | > loss_disc: 2.367802619934082 (2.3067566436879776) | > loss_disc_real_0: 0.11616232246160507 (0.10660648959524491) | > loss_disc_real_1: 0.18768543004989624 (0.19625633078462937) | > loss_disc_real_2: 0.19344791769981384 (0.2099440137253088) | > loss_disc_real_3: 0.2541590929031372 (0.22736171720659032) | > loss_disc_real_4: 0.2251366823911667 (0.2282332024153541) | > loss_disc_real_5: 0.23915158212184906 (0.22190073526957454) | > loss_0: 2.367802619934082 (2.3067566436879776) | > grad_norm_0: tensor(12.6074, device='cuda:0') (tensor(9.7650, device='cuda:0')) | > loss_gen: 2.56666898727417 (2.5160541043562046) | > loss_kl: 1.9243264198303223 (1.889576817260069) | > loss_feat: 7.922010898590088 (7.065672818352194) | > loss_mel: 18.80007553100586 (18.000282848582547) | > loss_duration: 2.0743021965026855 (2.0660185848965362) | > loss_1: 33.287384033203125 (31.53760534174302) | > grad_norm_1: tensor(86.6710, device='cuda:0') (tensor(116.3669, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3508 (0.36471690851099353) | > loader_time: 0.0032 (0.0032114561866311464)  --> TIME: 2024-06-11 10:48:53 -- STEP: 59/330 -- GLOBAL_STEP: 235900 | > loss_disc: 2.3275976181030273 (2.330548298560967) | > loss_disc_real_0: 0.1365615427494049 (0.11162535315853055) | > loss_disc_real_1: 0.23312687873840332 (0.19799037681797804) | > loss_disc_real_2: 0.24734334647655487 (0.2120452194900836) | > loss_disc_real_3: 0.22147968411445618 (0.22742990240202113) | > loss_disc_real_4: 0.23097100853919983 (0.22948305637149488) | > loss_disc_real_5: 0.22963185608386993 (0.22320866559521627) | > loss_0: 2.3275976181030273 (2.330548298560967) | > grad_norm_0: tensor(26.7201, device='cuda:0') (tensor(9.7485, device='cuda:0')) | > loss_gen: 2.471453905105591 (2.506347874463614) | > loss_kl: 1.6487534046173096 (1.8891572144071935) | > loss_feat: 6.690150260925293 (7.096647820230258) | > loss_mel: 17.57965850830078 (18.04386155079987) | > loss_duration: 1.9783661365509033 (2.037520325790017) | > loss_1: 30.368383407592773 (31.57353488469528) | > grad_norm_1: tensor(262.1810, device='cuda:0') (tensor(112.7391, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3607 (0.36617903790231476) | > loader_time: 0.0036 (0.0033545251620017875)  --> TIME: 2024-06-11 10:49:02 -- STEP: 84/330 -- GLOBAL_STEP: 235925 | > loss_disc: 2.3756048679351807 (2.3386663624218538) | > loss_disc_real_0: 0.1398124098777771 (0.11218701311874957) | > loss_disc_real_1: 0.2183200716972351 (0.19886138112772078) | > loss_disc_real_2: 0.20200307667255402 (0.21178200752252624) | > loss_disc_real_3: 0.2387612909078598 (0.22872805826011158) | > loss_disc_real_4: 0.22499015927314758 (0.22940542460197494) | > loss_disc_real_5: 0.23165327310562134 (0.22184951053488822) | > loss_0: 2.3756048679351807 (2.3386663624218538) | > grad_norm_0: tensor(18.8973, device='cuda:0') (tensor(10.7459, device='cuda:0')) | > loss_gen: 2.434969902038574 (2.498369872570038) | > loss_kl: 1.8584833145141602 (1.9072832521938143) | > loss_feat: 6.947144985198975 (7.1143268800917125) | > loss_mel: 18.164127349853516 (18.058921405247283) | > loss_duration: 2.088181972503662 (2.0278067304974496) | > loss_1: 31.49290657043457 (31.606708186013357) | > grad_norm_1: tensor(259.5113, device='cuda:0') (tensor(117.7157, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3677 (0.36890041260492223) | > loader_time: 0.0041 (0.0035008986790974928)  --> TIME: 2024-06-11 10:49:12 -- STEP: 109/330 -- GLOBAL_STEP: 235950 | > loss_disc: 2.2990641593933105 (2.335770230774486) | > loss_disc_real_0: 0.10537445545196533 (0.11378613442455957) | > loss_disc_real_1: 0.21224288642406464 (0.19697500150138086) | > loss_disc_real_2: 0.23329998552799225 (0.21143636599593207) | > loss_disc_real_3: 0.23035018146038055 (0.22824014504568294) | > loss_disc_real_4: 0.21200834214687347 (0.22877098346522096) | > loss_disc_real_5: 0.21134723722934723 (0.22075222665016805) | > loss_0: 2.2990641593933105 (2.335770230774486) | > grad_norm_0: tensor(25.0087, device='cuda:0') (tensor(13.0482, device='cuda:0')) | > loss_gen: 2.5309338569641113 (2.504418823697151) | > loss_kl: 1.9590307474136353 (1.9155922592233081) | > loss_feat: 7.262873649597168 (7.120164451249149) | > loss_mel: 18.18454933166504 (18.016566950246826) | > loss_duration: 1.987645149230957 (2.026571233338171) | > loss_1: 31.925033569335938 (31.583313775718757) | > grad_norm_1: tensor(282.8036, device='cuda:0') (tensor(155.2971, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3931 (0.3712925211005254) | > loader_time: 0.004 (0.0036446960694199305)  --> TIME: 2024-06-11 10:49:22 -- STEP: 134/330 -- GLOBAL_STEP: 235975 | > loss_disc: 2.353618621826172 (2.34530927174127) | > loss_disc_real_0: 0.12884363532066345 (0.1137645987988408) | > loss_disc_real_1: 0.22950251400470734 (0.19761243151195013) | > loss_disc_real_2: 0.23772132396697998 (0.212826571357784) | > loss_disc_real_3: 0.23752467334270477 (0.22913664957480645) | > loss_disc_real_4: 0.17488914728164673 (0.22888580420568808) | > loss_disc_real_5: 0.17739298939704895 (0.22152954562386473) | > loss_0: 2.353618621826172 (2.34530927174127) | > grad_norm_0: tensor(25.7419, device='cuda:0') (tensor(14.9355, device='cuda:0')) | > loss_gen: 2.6312572956085205 (2.5075579614781622) | > loss_kl: 1.9286237955093384 (1.921344210852438) | > loss_feat: 7.837314605712891 (7.121356085165223) | > loss_mel: 18.621496200561523 (18.023543500188566) | > loss_duration: 2.032428741455078 (2.0288674626777405) | > loss_1: 33.051124572753906 (31.602669260395107) | > grad_norm_1: tensor(380.5913, device='cuda:0') (tensor(179.8519, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.365 (0.37308586355465556) | > loader_time: 0.005 (0.0037431894843258074)  --> TIME: 2024-06-11 10:49:32 -- STEP: 159/330 -- GLOBAL_STEP: 236000 | > loss_disc: 2.2328779697418213 (2.3504051922252343) | > loss_disc_real_0: 0.06853262335062027 (0.11479024659350233) | > loss_disc_real_1: 0.1671828329563141 (0.19802778940530685) | > loss_disc_real_2: 0.19431515038013458 (0.21293564375091648) | > loss_disc_real_3: 0.22144880890846252 (0.22950263602553672) | > loss_disc_real_4: 0.2260960042476654 (0.22900450220272975) | > loss_disc_real_5: 0.20428363978862762 (0.22187496562423947) | > loss_0: 2.2328779697418213 (2.3504051922252343) | > grad_norm_0: tensor(37.5160, device='cuda:0') (tensor(18.2119, device='cuda:0')) | > loss_gen: 2.5473947525024414 (2.503199925212741) | > loss_kl: 1.9826182126998901 (1.9256672131940253) | > loss_feat: 6.8399658203125 (7.112099749487151) | > loss_mel: 17.763511657714844 (18.027475800904085) | > loss_duration: 2.051561117172241 (2.0310998015433728) | > loss_1: 31.1850528717041 (31.599542593806046) | > grad_norm_1: tensor(406.7594, device='cuda:0') (tensor(207.2783, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3895 (0.37539702991269674) | > loader_time: 0.0043 (0.00384926346113097) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_236000.pth  --> TIME: 2024-06-11 10:49:46 -- STEP: 184/330 -- GLOBAL_STEP: 236025 | > loss_disc: 2.216010332107544 (2.356067709300828) | > loss_disc_real_0: 0.07650040090084076 (0.11573217173471399) | > loss_disc_real_1: 0.18425939977169037 (0.19831128029719639) | > loss_disc_real_2: 0.17363478243350983 (0.21353479895902716) | > loss_disc_real_3: 0.22897931933403015 (0.23014890766986038) | > loss_disc_real_4: 0.2305334508419037 (0.2299353538647942) | > loss_disc_real_5: 0.21515671908855438 (0.22245354480717494) | > loss_0: 2.216010332107544 (2.356067709300828) | > grad_norm_0: tensor(29.9270, device='cuda:0') (tensor(21.3050, device='cuda:0')) | > loss_gen: 2.604374647140503 (2.5073511470919074) | > loss_kl: 1.9301644563674927 (1.9308235347270966) | > loss_feat: 7.401159286499023 (7.129223250824472) | > loss_mel: 18.02005958557129 (18.014787124550857) | > loss_duration: 2.0580387115478516 (2.037199461589688) | > loss_1: 32.0137939453125 (31.619384651598722) | > grad_norm_1: tensor(501.4372, device='cuda:0') (tensor(227.8467, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.3755 (0.3782852395721105) | > loader_time: 0.0049 (0.00397727282150932)  --> TIME: 2024-06-11 10:49:57 -- STEP: 209/330 -- GLOBAL_STEP: 236050 | > loss_disc: 2.5056662559509277 (2.35565065767206) | > loss_disc_real_0: 0.0707307755947113 (0.11585689785235236) | > loss_disc_real_1: 0.21600934863090515 (0.19816266592039442) | > loss_disc_real_2: 0.22248515486717224 (0.2137795174806312) | > loss_disc_real_3: 0.2421594262123108 (0.2299578759516255) | > loss_disc_real_4: 0.27243772149086 (0.2293363727593536) | > loss_disc_real_5: 0.26839637756347656 (0.22233006080086723) | > loss_0: 2.5056662559509277 (2.35565065767206) | > grad_norm_0: tensor(46.0175, device='cuda:0') (tensor(23.4942, device='cuda:0')) | > loss_gen: 2.4952189922332764 (2.5120549065074287) | > loss_kl: 1.8509544134140015 (1.9331297178587845) | > loss_feat: 6.853600978851318 (7.133893631291731) | > loss_mel: 17.523048400878906 (17.980324129168487) | > loss_duration: 2.0962026119232178 (2.0439331035294597) | > loss_1: 30.81902503967285 (31.603335585890775) | > grad_norm_1: tensor(436.4117, device='cuda:0') (tensor(249.1372, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.4005 (0.3802707024168171) | > loader_time: 0.0057 (0.0041000991346733405)  --> TIME: 2024-06-11 10:50:07 -- STEP: 234/330 -- GLOBAL_STEP: 236075 | > loss_disc: 2.336449146270752 (2.3547676750737367) | > loss_disc_real_0: 0.06933146715164185 (0.11700992499533881) | > loss_disc_real_1: 0.17678339779376984 (0.1988084490737344) | > loss_disc_real_2: 0.2256561815738678 (0.21399664394875878) | > loss_disc_real_3: 0.23023860156536102 (0.2294723401721726) | > loss_disc_real_4: 0.21146810054779053 (0.22834288163317573) | > loss_disc_real_5: 0.21856337785720825 (0.22177967085288122) | > loss_0: 2.336449146270752 (2.3547676750737367) | > grad_norm_0: tensor(44.7889, device='cuda:0') (tensor(26.4603, device='cuda:0')) | > loss_gen: 2.6138083934783936 (2.5147439587829465) | > loss_kl: 1.8607488870620728 (1.934732979688889) | > loss_feat: 7.609206676483154 (7.1325692600674095) | > loss_mel: 17.342010498046875 (17.958426573337636) | > loss_duration: 2.1115028858184814 (2.051755165951884) | > loss_1: 31.537277221679688 (31.592228025452705) | > grad_norm_1: tensor(552.6766, device='cuda:0') (tensor(264.6248, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.4092 (0.38288217120700424) | > loader_time: 0.0051 (0.00423561507820064)  --> TIME: 2024-06-11 10:50:18 -- STEP: 259/330 -- GLOBAL_STEP: 236100 | > loss_disc: 2.3838675022125244 (2.3567607890685083) | > loss_disc_real_0: 0.14617124199867249 (0.11835617784942899) | > loss_disc_real_1: 0.2354455590248108 (0.1990884142032461) | > loss_disc_real_2: 0.23542217910289764 (0.21365761866210511) | > loss_disc_real_3: 0.2211017906665802 (0.22915374179834563) | > loss_disc_real_4: 0.21353992819786072 (0.22849939332045183) | > loss_disc_real_5: 0.20126692950725555 (0.22205832554566815) | > loss_0: 2.3838675022125244 (2.3567607890685083) | > grad_norm_0: tensor(21.2765, device='cuda:0') (tensor(28.2571, device='cuda:0')) | > loss_gen: 2.377815008163452 (2.5149994329135854) | > loss_kl: 1.9332548379898071 (1.9347771056370386) | > loss_feat: 7.149493217468262 (7.1360044718709235) | > loss_mel: 17.10504150390625 (17.923589537042435) | > loss_duration: 2.16335391998291 (2.0587849851740825) | > loss_1: 30.728958129882812 (31.56815562745319) | > grad_norm_1: tensor(275.9385, device='cuda:0') (tensor(280.7021, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.4284 (0.38714675737624016) | > loader_time: 0.0067 (0.004373664561385812)  --> TIME: 2024-06-11 10:50:29 -- STEP: 284/330 -- GLOBAL_STEP: 236125 | > loss_disc: 2.301095724105835 (2.3544478156197237) | > loss_disc_real_0: 0.10322496294975281 (0.11790559370018228) | > loss_disc_real_1: 0.21086372435092926 (0.19947813136476866) | > loss_disc_real_2: 0.2002473622560501 (0.2136537172424961) | > loss_disc_real_3: 0.2194683998823166 (0.22898556045453314) | > loss_disc_real_4: 0.23245179653167725 (0.2284619929400128) | > loss_disc_real_5: 0.223128542304039 (0.22171350384891875) | > loss_0: 2.301095724105835 (2.3544478156197237) | > grad_norm_0: tensor(25.2199, device='cuda:0') (tensor(28.4378, device='cuda:0')) | > loss_gen: 2.6195054054260254 (2.5117411470749014) | > loss_kl: 2.0241315364837646 (1.9388754535728776) | > loss_feat: 7.787084102630615 (7.14121052245019) | > loss_mel: 17.385469436645508 (17.87479262620629) | > loss_duration: 2.167851686477661 (2.067675632909988) | > loss_1: 31.98404312133789 (31.53429549176928) | > grad_norm_1: tensor(339.8288, device='cuda:0') (tensor(288.4179, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.4499 (0.3925586544292075) | > loader_time: 0.0063 (0.004528933007952192)  --> TIME: 2024-06-11 10:50:42 -- STEP: 309/330 -- GLOBAL_STEP: 236150 | > loss_disc: 2.3948230743408203 (2.3576853306162335) | > loss_disc_real_0: 0.14678767323493958 (0.11883548367467127) | > loss_disc_real_1: 0.23455995321273804 (0.1999376877708343) | > loss_disc_real_2: 0.19507527351379395 (0.2138869874782161) | > loss_disc_real_3: 0.22218574583530426 (0.2293041017159675) | > loss_disc_real_4: 0.22379924356937408 (0.22852122909042824) | > loss_disc_real_5: 0.21147751808166504 (0.22174347556138888) | > loss_0: 2.3948230743408203 (2.3576853306162335) | > grad_norm_0: tensor(28.5575, device='cuda:0') (tensor(28.2697, device='cuda:0')) | > loss_gen: 2.503711462020874 (2.5048203375733014) | > loss_kl: 2.008527994155884 (1.9385073863958464) | > loss_feat: 7.146430492401123 (7.142246622869495) | > loss_mel: 17.221559524536133 (17.824638372871863) | > loss_duration: 2.239558458328247 (2.0789688007731257) | > loss_1: 31.119789123535156 (31.489181623489724) | > grad_norm_1: tensor(386.4430, device='cuda:0') (tensor(288.9523, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.4878 (0.40002457686612536) | > loader_time: 0.0076 (0.0047214602189542395)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0708255767822266 (2.0708255767822266) | > loss_disc_real_0: 0.07538837939500809 (0.07538837939500809) | > loss_disc_real_1: 0.18071934580802917 (0.18071934580802917) | > loss_disc_real_2: 0.19993549585342407 (0.19993549585342407) | > loss_disc_real_3: 0.222499817609787 (0.222499817609787) | > loss_disc_real_4: 0.2584626376628876 (0.2584626376628876) | > loss_disc_real_5: 0.2856788635253906 (0.2856788635253906) | > loss_0: 2.0708255767822266 (2.0708255767822266) | > loss_gen: 2.8112165927886963 (2.8112165927886963) | > loss_kl: 2.2093303203582764 (2.2093303203582764) | > loss_feat: 7.615121364593506 (7.615121364593506) | > loss_mel: 17.070398330688477 (17.070398330688477) | > loss_duration: 2.9113657474517822 (2.9113657474517822) | > loss_1: 32.617431640625 (32.617431640625)  --> STEP: 1 | > loss_disc: 2.312260389328003 (2.312260389328003) | > loss_disc_real_0: 0.09277958422899246 (0.09277958422899246) | > loss_disc_real_1: 0.1630023568868637 (0.1630023568868637) | > loss_disc_real_2: 0.2396399974822998 (0.2396399974822998) | > loss_disc_real_3: 0.22676515579223633 (0.22676515579223633) | > loss_disc_real_4: 0.20331932604312897 (0.20331932604312897) | > loss_disc_real_5: 0.19123239815235138 (0.19123239815235138) | > loss_0: 2.312260389328003 (2.312260389328003) | > loss_gen: 2.2780003547668457 (2.2780003547668457) | > loss_kl: 2.3748226165771484 (2.3748226165771484) | > loss_feat: 6.518556118011475 (6.518556118011475) | > loss_mel: 19.39068031311035 (19.39068031311035) | > loss_duration: 2.3859059810638428 (2.3859059810638428) | > loss_1: 32.94796371459961 (32.94796371459961)  --> STEP: 2 | > loss_disc: 2.379009485244751 (2.345634937286377) | > loss_disc_real_0: 0.1352604627609253 (0.11402002349495888) | > loss_disc_real_1: 0.17366860806941986 (0.16833548247814178) | > loss_disc_real_2: 0.2583225667476654 (0.2489812821149826) | > loss_disc_real_3: 0.2232578694820404 (0.22501151263713837) | > loss_disc_real_4: 0.2810876965522766 (0.2422035112977028) | > loss_disc_real_5: 0.26503822207450867 (0.22813531011343002) | > loss_0: 2.379009485244751 (2.345634937286377) | > loss_gen: 2.5394668579101562 (2.408733606338501) | > loss_kl: 3.257870674133301 (2.8163466453552246) | > loss_feat: 6.4837422370910645 (6.5011491775512695) | > loss_mel: 17.362056732177734 (18.376368522644043) | > loss_duration: 2.394317865371704 (2.3901119232177734) | > loss_1: 32.03745651245117 (32.49271011352539)  --> STEP: 3 | > loss_disc: 2.0386648178100586 (2.243311564127604) | > loss_disc_real_0: 0.060439448803663254 (0.09615983193119367) | > loss_disc_real_1: 0.19219684600830078 (0.1762892703215281) | > loss_disc_real_2: 0.1189492791891098 (0.20563728113969168) | > loss_disc_real_3: 0.1464991271495819 (0.19884071747461954) | > loss_disc_real_4: 0.22574998438358307 (0.23671900232632956) | > loss_disc_real_5: 0.31342682242393494 (0.25656581421693164) | > loss_0: 2.0386648178100586 (2.243311564127604) | > loss_gen: 2.631669521331787 (2.4830455780029297) | > loss_kl: 2.9199705123901367 (2.850887934366862) | > loss_feat: 8.933393478393555 (7.311897277832031) | > loss_mel: 18.214183807373047 (18.322306950887043) | > loss_duration: 2.2247912883758545 (2.335005044937134) | > loss_1: 34.924007415771484 (33.30314254760742)  --> STEP: 4 | > loss_disc: 2.208075523376465 (2.2345025539398193) | > loss_disc_real_0: 0.14194051921367645 (0.10760500375181437) | > loss_disc_real_1: 0.17212313413619995 (0.17524773627519608) | > loss_disc_real_2: 0.17027267813682556 (0.19679613038897514) | > loss_disc_real_3: 0.14347335696220398 (0.18499887734651566) | > loss_disc_real_4: 0.10990417748689651 (0.2050152961164713) | > loss_disc_real_5: 0.1346844583749771 (0.22609547525644302) | > loss_0: 2.208075523376465 (2.2345025539398193) | > loss_gen: 2.3102376461029053 (2.4398435950279236) | > loss_kl: 3.662907600402832 (3.0538928508758545) | > loss_feat: 9.798201560974121 (7.933473348617554) | > loss_mel: 20.16508674621582 (18.78300189971924) | > loss_duration: 2.309532880783081 (2.3286370038986206) | > loss_1: 38.245967864990234 (34.538848876953125)  --> STEP: 5 | > loss_disc: 2.1702053546905518 (2.2216431140899657) | > loss_disc_real_0: 0.180738165974617 (0.1222316361963749) | > loss_disc_real_1: 0.15927934646606445 (0.17205405831336976) | > loss_disc_real_2: 0.20967024564743042 (0.1993709534406662) | > loss_disc_real_3: 0.24469797313213348 (0.1969386965036392) | > loss_disc_real_4: 0.22303418815135956 (0.20861907452344894) | > loss_disc_real_5: 0.19437678158283234 (0.2197517365217209) | > loss_0: 2.1702053546905518 (2.2216431140899657) | > loss_gen: 2.7557473182678223 (2.5030243396759033) | > loss_kl: 2.491274833679199 (2.9413692474365236) | > loss_feat: 7.096959590911865 (7.766170597076416) | > loss_mel: 18.770751953125 (18.78055191040039) | > loss_duration: 2.3299143314361572 (2.328892469406128) | > loss_1: 33.44464874267578 (34.32000885009766)  --> STEP: 6 | > loss_disc: 2.353206157684326 (2.2435702880223594) | > loss_disc_real_0: 0.13090267777442932 (0.1236768097927173) | > loss_disc_real_1: 0.17372311651706696 (0.17233223468065262) | > loss_disc_real_2: 0.2422289401292801 (0.20651395122210184) | > loss_disc_real_3: 0.18309356272220612 (0.1946311742067337) | > loss_disc_real_4: 0.2231665402650833 (0.21104365214705467) | > loss_disc_real_5: 0.20121750235557556 (0.21666269749403) | > loss_0: 2.353206157684326 (2.2435702880223594) | > loss_gen: 2.2297592163085938 (2.4574801524480185) | > loss_kl: 2.279503583908081 (2.8310583035151162) | > loss_feat: 5.990429401397705 (7.470213731129964) | > loss_mel: 19.62563705444336 (18.92139943440755) | > loss_duration: 2.188870906829834 (2.305555542310079) | > loss_1: 32.3141975402832 (33.98570696512858)  --> STEP: 7 | > loss_disc: 2.212700605392456 (2.2391603333609447) | > loss_disc_real_0: 0.15210852026939392 (0.12773848271795682) | > loss_disc_real_1: 0.1784515380859375 (0.1732064208814076) | > loss_disc_real_2: 0.18811334669589996 (0.20388529343264444) | > loss_disc_real_3: 0.1630551666021347 (0.19012031597750528) | > loss_disc_real_4: 0.1971910446882248 (0.20906470822436468) | > loss_disc_real_5: 0.22803330421447754 (0.21828706988266536) | > loss_0: 2.212700605392456 (2.2391603333609447) | > loss_gen: 2.361922025680542 (2.443828991481236) | > loss_kl: 3.8931386470794678 (2.9827840668814525) | > loss_feat: 7.569154739379883 (7.484348160879953) | > loss_mel: 19.99935531616211 (19.07539313180106) | > loss_duration: 2.4637765884399414 (2.3281585489000594) | > loss_1: 36.28734588623047 (34.31451252528599)  --> STEP: 8 | > loss_disc: 2.2874035835266113 (2.245190739631653) | > loss_disc_real_0: 0.10764360427856445 (0.12522662291303277) | > loss_disc_real_1: 0.13675431907176971 (0.16864990815520287) | > loss_disc_real_2: 0.18365433812141418 (0.20135642401874065) | > loss_disc_real_3: 0.22701086103916168 (0.19473163411021233) | > loss_disc_real_4: 0.16499613225460052 (0.20355613622814417) | > loss_disc_real_5: 0.21714185178279877 (0.21814391762018204) | > loss_0: 2.2874035835266113 (2.245190739631653) | > loss_gen: 2.2960705757141113 (2.4253591895103455) | > loss_kl: 2.8575003147125244 (2.9671235978603363) | > loss_feat: 8.921496391296387 (7.663991689682007) | > loss_mel: 19.28895378112793 (19.10208821296692) | > loss_duration: 2.2028353214263916 (2.312493145465851) | > loss_1: 35.566856384277344 (34.47105550765991)  --> STEP: 9 | > loss_disc: 2.408435583114624 (2.2633290555742054) | > loss_disc_real_0: 0.17095179855823517 (0.13030719798472193) | > loss_disc_real_1: 0.16705934703350067 (0.1684731791416804) | > loss_disc_real_2: 0.21148540079593658 (0.20248186588287354) | > loss_disc_real_3: 0.1894962191581726 (0.19414992133776346) | > loss_disc_real_4: 0.22175069153308868 (0.20557775348424911) | > loss_disc_real_5: 0.2266838699579239 (0.21909280121326447) | > loss_0: 2.408435583114624 (2.2633290555742054) | > loss_gen: 2.221708297729492 (2.4027313126458063) | > loss_kl: 2.235438108444214 (2.8858252101474338) | > loss_feat: 8.54755973815918 (7.762165917290582) | > loss_mel: 18.125892639160156 (18.993622038099502) | > loss_duration: 2.1044013500213623 (2.2893718348609076) | > loss_1: 33.23500061035156 (34.33371607462565)  --> STEP: 10 | > loss_disc: 2.617344856262207 (2.2987306356430053) | > loss_disc_real_0: 0.19457994401454926 (0.13673447258770466) | > loss_disc_real_1: 0.183746799826622 (0.17000054121017455) | > loss_disc_real_2: 0.2579306364059448 (0.20802674293518067) | > loss_disc_real_3: 0.26770174503326416 (0.20150510370731353) | > loss_disc_real_4: 0.2712499499320984 (0.21214497312903405) | > loss_disc_real_5: 0.33426275849342346 (0.23060979694128036) | > loss_0: 2.617344856262207 (2.2987306356430053) | > loss_gen: 2.4376697540283203 (2.406225156784058) | > loss_kl: 2.677178144454956 (2.864960503578186) | > loss_feat: 5.698215961456299 (7.555770921707153) | > loss_mel: 16.377708435058594 (18.73203067779541) | > loss_duration: 2.266511917114258 (2.287085843086243) | > loss_1: 29.45728302001953 (33.84607276916504)  --> STEP: 11 | > loss_disc: 2.5127429962158203 (2.3181863047859887) | > loss_disc_real_0: 0.12196926772594452 (0.13539218123663554) | > loss_disc_real_1: 0.12755632400512695 (0.1661419760097157) | > loss_disc_real_2: 0.13804610073566437 (0.20166486637158829) | > loss_disc_real_3: 0.24077625572681427 (0.20507520843635907) | > loss_disc_real_4: 0.2840901017189026 (0.21868543936447662) | > loss_disc_real_5: 0.2463950663805008 (0.23204482143575494) | > loss_0: 2.5127429962158203 (2.3181863047859887) | > loss_gen: 2.078124761581421 (2.3763978481292725) | > loss_kl: 3.223438024520874 (2.89754936911843) | > loss_feat: 6.072633266448975 (7.420940225774592) | > loss_mel: 18.360212326049805 (18.698229009454902) | > loss_duration: 2.4629292488098145 (2.303071607242931) | > loss_1: 32.19733810424805 (33.69618779962713)  --> STEP: 12 | > loss_disc: 2.451045513153076 (2.3292579054832463) | > loss_disc_real_0: 0.17765146493911743 (0.1389137882118424) | > loss_disc_real_1: 0.19291256368160248 (0.16837285831570625) | > loss_disc_real_2: 0.19449415802955627 (0.20106730734308562) | > loss_disc_real_3: 0.17166222631931305 (0.20229079325993857) | > loss_disc_real_4: 0.14944981038570404 (0.2129158036162456) | > loss_disc_real_5: 0.12192512303590775 (0.22286817990243435) | > loss_0: 2.451045513153076 (2.3292579054832463) | > loss_gen: 1.9505524635314941 (2.3409107327461243) | > loss_kl: 2.550386428833008 (2.868619124094645) | > loss_feat: 5.0355377197265625 (7.222156683603923) | > loss_mel: 16.108245849609375 (18.482397079467777) | > loss_duration: 2.226774215698242 (2.2967134912808738) | > loss_1: 27.871496200561523 (33.21079683303833)  --> STEP: 13 | > loss_disc: 2.2551803588867188 (2.323559632668129) | > loss_disc_real_0: 0.07529117166996002 (0.13401974078554374) | > loss_disc_real_1: 0.2237440049648285 (0.17263217728871566) | > loss_disc_real_2: 0.2060997188091278 (0.20145441591739655) | > loss_disc_real_3: 0.21138060092926025 (0.20299000923450178) | > loss_disc_real_4: 0.22333930432796478 (0.21371761136330092) | > loss_disc_real_5: 0.16255930066108704 (0.21822903534540763) | > loss_0: 2.2551803588867188 (2.323559632668129) | > loss_gen: 2.281637668609619 (2.3363512662740855) | > loss_kl: 2.672783136367798 (2.853554817346426) | > loss_feat: 6.3320159912109375 (7.153684322650616) | > loss_mel: 15.898580551147461 (18.283641961904678) | > loss_duration: 2.209811210632324 (2.2900287004617543) | > loss_1: 29.39482879638672 (32.91726083021898)  --> STEP: 14 | > loss_disc: 2.3172409534454346 (2.3231082984379365) | > loss_disc_real_0: 0.13975222408771515 (0.13442920387855598) | > loss_disc_real_1: 0.1878209263086319 (0.1737170879329954) | > loss_disc_real_2: 0.2000882476568222 (0.20135683247021266) | > loss_disc_real_3: 0.1700449287891388 (0.20063678920269012) | > loss_disc_real_4: 0.2409372329711914 (0.2156618700495788) | > loss_disc_real_5: 0.23749399185180664 (0.21960510366729327) | > loss_0: 2.3172409534454346 (2.3231082984379365) | > loss_gen: 2.29166841506958 (2.333159634045192) | > loss_kl: 3.5945026874542236 (2.9064796652112688) | > loss_feat: 6.6144537925720215 (7.115167856216431) | > loss_mel: 18.379837036132812 (18.290513038635257) | > loss_duration: 2.3484625816345215 (2.294202549116952) | > loss_1: 33.22892379760742 (32.939522470746724)  --> STEP: 15 | > loss_disc: 2.4689881801605225 (2.332833623886109) | > loss_disc_real_0: 0.23151244223117828 (0.1409014197687308) | > loss_disc_real_1: 0.1915561854839325 (0.17490636110305785) | > loss_disc_real_2: 0.17200756072998047 (0.1994002143541972) | > loss_disc_real_3: 0.18809179961681366 (0.19980045656363168) | > loss_disc_real_4: 0.31328749656677246 (0.22217024515072506) | > loss_disc_real_5: 0.26082175970077515 (0.22235288073619205) | > loss_0: 2.4689881801605225 (2.332833623886109) | > loss_gen: 2.4033570289611816 (2.337839460372925) | > loss_kl: 3.3474884033203125 (2.935880247751872) | > loss_feat: 6.282729148864746 (7.059671942392985) | > loss_mel: 16.9764404296875 (18.20290819803874) | > loss_duration: 2.3213465213775635 (2.2960121472676596) | > loss_1: 31.331361770629883 (32.8323117574056)  --> STEP: 16 | > loss_disc: 2.5710959434509277 (2.34772501885891) | > loss_disc_real_0: 0.22336025536060333 (0.14605509699322283) | > loss_disc_real_1: 0.21001291275024414 (0.177100520581007) | > loss_disc_real_2: 0.17621715366840363 (0.1979512730613351) | > loss_disc_real_3: 0.18870888650417328 (0.19910723343491554) | > loss_disc_real_4: 0.25916457176208496 (0.22448239056393504) | > loss_disc_real_5: 0.2994919419288635 (0.22717407206073403) | > loss_0: 2.5710959434509277 (2.34772501885891) | > loss_gen: 2.27701997756958 (2.3340382426977158) | > loss_kl: 3.275521755218506 (2.9571078419685364) | > loss_feat: 6.924740314483643 (7.051238715648651) | > loss_mel: 18.88994026184082 (18.24584770202637) | > loss_duration: 2.3325061798095703 (2.298293024301529) | > loss_1: 33.699729919433594 (32.88652539253235)  --> STEP: 17 | > loss_disc: 2.4598255157470703 (2.354319165734684) | > loss_disc_real_0: 0.11304278671741486 (0.14411319638876355) | > loss_disc_real_1: 0.20615625381469727 (0.17880968135945938) | > loss_disc_real_2: 0.2862730026245117 (0.20314666891799255) | > loss_disc_real_3: 0.2065988928079605 (0.19954791928038879) | > loss_disc_real_4: 0.24030807614326477 (0.22541331324507208) | > loss_disc_real_5: 0.26675325632095337 (0.2295022593701587) | > loss_0: 2.4598255157470703 (2.354319165734684) | > loss_gen: 2.1578941345214844 (2.323676824569702) | > loss_kl: 2.0324981212615967 (2.902719034868128) | > loss_feat: 4.669009685516357 (6.911107596229105) | > loss_mel: 17.144790649414062 (18.181079640108) | > loss_duration: 2.4219188690185547 (2.305565132814295) | > loss_1: 28.426111221313477 (32.624148088343006)  --> STEP: 18 | > loss_disc: 2.283695936203003 (2.350395652982924) | > loss_disc_real_0: 0.0752394050359726 (0.1402868746469418) | > loss_disc_real_1: 0.12905406951904297 (0.17604548070165846) | > loss_disc_real_2: 0.12443844228982925 (0.19877398966087234) | > loss_disc_real_3: 0.08469332009553909 (0.1931671082145638) | > loss_disc_real_4: 0.18084082007408142 (0.2229370636244615) | > loss_disc_real_5: 0.13707296550273895 (0.2243672985997465) | > loss_0: 2.283695936203003 (2.350395652982924) | > loss_gen: 2.0052690505981445 (2.3059875037935047) | > loss_kl: 3.227128267288208 (2.920741770002577) | > loss_feat: 9.623268127441406 (7.061783181296454) | > loss_mel: 19.915504455566406 (18.277436574300133) | > loss_duration: 2.253450870513916 (2.3026698960198297) | > loss_1: 37.024620056152344 (32.8686187532213)  --> STEP: 19 | > loss_disc: 2.4934959411621094 (2.357927247097618) | > loss_disc_real_0: 0.1684073507785797 (0.14176689970650172) | > loss_disc_real_1: 0.19247038662433624 (0.17690994943443097) | > loss_disc_real_2: 0.20822398364543915 (0.19927135776532323) | > loss_disc_real_3: 0.21076810359954834 (0.19409347639272087) | > loss_disc_real_4: 0.21639291942119598 (0.22259263498218437) | > loss_disc_real_5: 0.23339900374412537 (0.2248426515020822) | > loss_0: 2.4934959411621094 (2.357927247097618) | > loss_gen: 2.2786614894866943 (2.304549292514199) | > loss_kl: 1.9161702394485474 (2.867869584183944) | > loss_feat: 8.049570083618164 (7.1137719656291765) | > loss_mel: 17.6990966796875 (18.246997632478415) | > loss_duration: 2.2890851497650146 (2.3019549093748393) | > loss_1: 32.232582092285156 (32.83514313948782)  --> STEP: 20 | > loss_disc: 2.490868091583252 (2.3645742893219) | > loss_disc_real_0: 0.12023777514696121 (0.1406904434785247) | > loss_disc_real_1: 0.16991789638996124 (0.1765603467822075) | > loss_disc_real_2: 0.23823213577270508 (0.20121939666569233) | > loss_disc_real_3: 0.2169155776500702 (0.19523458145558834) | > loss_disc_real_4: 0.3229605555534363 (0.22761103101074695) | > loss_disc_real_5: 0.34536775946617126 (0.23086890690028666) | > loss_0: 2.490868091583252 (2.3645742893219) | > loss_gen: 2.4254508018493652 (2.310594367980957) | > loss_kl: 2.2000396251678467 (2.8344780862331396) | > loss_feat: 5.9277873039245605 (7.054472732543945) | > loss_mel: 16.639270782470703 (18.16661128997803) | > loss_duration: 2.301358699798584 (2.3019250988960267) | > loss_1: 29.493907928466797 (32.66808137893677)  --> STEP: 21 | > loss_disc: 2.3162598609924316 (2.362273602258592) | > loss_disc_real_0: 0.09315259009599686 (0.13842673617459478) | > loss_disc_real_1: 0.23943161964416504 (0.1795542169184912) | > loss_disc_real_2: 0.17788566648960114 (0.20010826665730702) | > loss_disc_real_3: 0.19375841319561005 (0.19516428772892272) | > loss_disc_real_4: 0.23147062957286835 (0.22779482141846702) | > loss_disc_real_5: 0.254650354385376 (0.23200135678052902) | > loss_0: 2.3162598609924316 (2.362273602258592) | > loss_gen: 2.4137072563171387 (2.3155045055207752) | > loss_kl: 2.380319118499756 (2.8128514687220263) | > loss_feat: 5.969440937042236 (7.002804551805768) | > loss_mel: 16.527265548706055 (18.088547207060316) | > loss_duration: 2.146930694580078 (2.2945444129762196) | > loss_1: 29.437664031982422 (32.51425198146275)  --> STEP: 22 | > loss_disc: 2.4437191486358643 (2.365975672548468) | > loss_disc_real_0: 0.10046820342540741 (0.136701348322359) | > loss_disc_real_1: 0.184529110789299 (0.17978034845807336) | > loss_disc_real_2: 0.24750611186027527 (0.20226271416653285) | > loss_disc_real_3: 0.20568031072616577 (0.19564228877425194) | > loss_disc_real_4: 0.20658431947231293 (0.22683070769364183) | > loss_disc_real_5: 0.19636103510856628 (0.23038134215907616) | > loss_0: 2.4437191486358643 (2.365975672548468) | > loss_gen: 2.123378276824951 (2.3067714951255103) | > loss_kl: 2.938429117202759 (2.8185595436529685) | > loss_feat: 6.768080711364746 (6.992135286331177) | > loss_mel: 16.42915153503418 (18.013120131059125) | > loss_duration: 2.18184757232666 (2.2894218293103306) | > loss_1: 30.440887451171875 (32.4200081391768)  --> STEP: 23 | > loss_disc: 2.698129415512085 (2.3804171396338427) | > loss_disc_real_0: 0.21794265508651733 (0.14023357905123546) | > loss_disc_real_1: 0.17915596067905426 (0.1797532011633334) | > loss_disc_real_2: 0.3275371789932251 (0.20770943002856296) | > loss_disc_real_3: 0.2619566023349762 (0.19852551979863126) | > loss_disc_real_4: 0.31455424427986145 (0.23064477450173834) | > loss_disc_real_5: 0.2644651234149933 (0.23186324569194214) | > loss_0: 2.698129415512085 (2.3804171396338427) | > loss_gen: 2.180077314376831 (2.301263052484263) | > loss_kl: 2.2505733966827393 (2.7938644937846977) | > loss_feat: 4.630029678344727 (6.889435042505679) | > loss_mel: 15.637406349182129 (17.909828227499258) | > loss_duration: 2.226875066757202 (2.286702404851499) | > loss_1: 26.92496109008789 (32.18109305008598)  --> STEP: 24 | > loss_disc: 2.440354824066162 (2.382914543151856) | > loss_disc_real_0: 0.08822140097618103 (0.13806640496477485) | > loss_disc_real_1: 0.21408554911613464 (0.1811837156613668) | > loss_disc_real_2: 0.22326494753360748 (0.20835757659127316) | > loss_disc_real_3: 0.2495327591896057 (0.20065082143992186) | > loss_disc_real_4: 0.2741915285587311 (0.23245922258744636) | > loss_disc_real_5: 0.20608313381671906 (0.23078907436380783) | > loss_0: 2.440354824066162 (2.382914543151856) | > loss_gen: 2.310121536254883 (2.3016321559747057) | > loss_kl: 2.6252620220184326 (2.786839390794437) | > loss_feat: 7.518136978149414 (6.915630956490834) | > loss_mel: 18.05483627319336 (17.91587022940318) | > loss_duration: 2.429166316986084 (2.29263840119044) | > loss_1: 32.937522888183594 (32.21261096000671)  --> STEP: 25 | > loss_disc: 2.2961254119873047 (2.379442977905274) | > loss_disc_real_0: 0.07104836404323578 (0.1353856833279133) | > loss_disc_real_1: 0.20182886719703674 (0.18200952172279358) | > loss_disc_real_2: 0.22402064502239227 (0.2089840993285179) | > loss_disc_real_3: 0.2110874056816101 (0.20106828480958938) | > loss_disc_real_4: 0.24408508837223053 (0.23292425721883775) | > loss_disc_real_5: 0.2370098978281021 (0.2310379073023796) | > loss_0: 2.2961254119873047 (2.379442977905274) | > loss_gen: 2.3466413021087646 (2.303432521820068) | > loss_kl: 2.518810987472534 (2.7761182546615606) | > loss_feat: 8.241636276245117 (6.968671169281006) | > loss_mel: 16.022563934326172 (17.840137977600097) | > loss_duration: 2.3733654022216797 (2.29586748123169) | > loss_1: 31.503019332885742 (32.18422729492187)  --> STEP: 26 | > loss_disc: 2.8752288818359375 (2.398511666517992) | > loss_disc_real_0: 0.1570311039686203 (0.13621819950640202) | > loss_disc_real_1: 0.21466080844402313 (0.18326534044284087) | > loss_disc_real_2: 0.08549568802118301 (0.20423454504746658) | > loss_disc_real_3: 0.11246044188737869 (0.1976602908510428) | > loss_disc_real_4: 0.20198212563991547 (0.23173417523503304) | > loss_disc_real_5: 0.1337941735982895 (0.22729776369837615) | > loss_0: 2.8752288818359375 (2.398511666517992) | > loss_gen: 1.6851840019226074 (2.2796537325932427) | > loss_kl: 2.2787272930145264 (2.7569878330597515) | > loss_feat: 16.91375732421875 (7.351174482932458) | > loss_mel: 19.625865936279297 (17.90881982216468) | > loss_duration: 2.233488082885742 (2.2934682736029997) | > loss_1: 42.737022399902344 (32.590104029728806) --> EVAL PERFORMANCE | > avg_loader_time: 0.002323214824383076 (-0.00028230593754694985) | > avg_loss_disc: 2.398511666517992 (-0.005065523661099025) | > avg_loss_disc_real_0: 0.13621819950640202 (-0.026592484030585978) | > avg_loss_disc_real_1: 0.18326534044284087 (-0.020829478135475754) | > avg_loss_disc_real_2: 0.20423454504746658 (-0.03462506257570708) | > avg_loss_disc_real_3: 0.1976602908510428 (-0.08008009539200717) | > avg_loss_disc_real_4: 0.23173417523503304 (-0.01935283123300624) | > avg_loss_disc_real_5: 0.22729776369837615 (-0.03280286404948965) | > avg_loss_0: 2.398511666517992 (-0.005065523661099025) | > avg_loss_gen: 2.2796537325932427 (-0.3372301138364353) | > avg_loss_kl: 2.7569878330597515 (-0.005483265106493995) | > avg_loss_feat: 7.351174482932458 (+0.5008862385383024) | > avg_loss_mel: 17.90881982216468 (-0.3853493837209854) | > avg_loss_duration: 2.2934682736029997 (-0.025400262612563118) | > avg_loss_1: 32.590104029728806 (-0.25257675464337837)  > EPOCH: 449/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:51:15)   --> TIME: 2024-06-11 10:51:18 -- STEP: 4/330 -- GLOBAL_STEP: 236175 | > loss_disc: 2.3201892375946045 (2.3327441215515137) | > loss_disc_real_0: 0.08836604654788971 (0.10217275284230709) | > loss_disc_real_1: 0.1786152422428131 (0.1944638304412365) | > loss_disc_real_2: 0.1935088336467743 (0.2078101485967636) | > loss_disc_real_3: 0.22094997763633728 (0.2188078686594963) | > loss_disc_real_4: 0.23343537747859955 (0.2401657998561859) | > loss_disc_real_5: 0.21464066207408905 (0.22296826541423798) | > loss_0: 2.3201892375946045 (2.3327441215515137) | > grad_norm_0: tensor(9.7414, device='cuda:0') (tensor(10.1990, device='cuda:0')) | > loss_gen: 2.477484703063965 (2.471912205219269) | > loss_kl: 1.7188996076583862 (1.8954174518585205) | > loss_feat: 6.608741760253906 (6.6003657579422) | > loss_mel: 18.627004623413086 (18.317399501800537) | > loss_duration: 2.1835124492645264 (2.2061792612075806) | > loss_1: 31.615644454956055 (31.49127435684204) | > grad_norm_1: tensor(112.2250, device='cuda:0') (tensor(89.0581, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3662 (0.36933308839797974) | > loader_time: 0.0036 (0.003373563289642334)  --> TIME: 2024-06-11 10:51:27 -- STEP: 29/330 -- GLOBAL_STEP: 236200 | > loss_disc: 2.2714264392852783 (2.355189397417266) | > loss_disc_real_0: 0.07855156809091568 (0.10561725060487616) | > loss_disc_real_1: 0.22062179446220398 (0.20407403645844296) | > loss_disc_real_2: 0.2034759223461151 (0.21386453098264233) | > loss_disc_real_3: 0.23458003997802734 (0.22663024890011754) | > loss_disc_real_4: 0.19955681264400482 (0.23047385595995803) | > loss_disc_real_5: 0.20168793201446533 (0.21930541971634174) | > loss_0: 2.2714264392852783 (2.355189397417266) | > grad_norm_0: tensor(15.7851, device='cuda:0') (tensor(11.1975, device='cuda:0')) | > loss_gen: 2.4959375858306885 (2.4745806250078926) | > loss_kl: 1.7717434167861938 (1.867877014752092) | > loss_feat: 6.8970208168029785 (6.865098854591107) | > loss_mel: 18.63561248779297 (18.254543896379147) | > loss_duration: 2.0471534729003906 (2.068886378715778) | > loss_1: 31.84746742248535 (31.530986588576745) | > grad_norm_1: tensor(144.7946, device='cuda:0') (tensor(87.2536, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3791 (0.37532918206576643) | > loader_time: 0.0037 (0.0035264163181699558)  --> TIME: 2024-06-11 10:51:37 -- STEP: 54/330 -- GLOBAL_STEP: 236225 | > loss_disc: 2.4170784950256348 (2.3542307747734914) | > loss_disc_real_0: 0.07919462025165558 (0.1099180150087233) | > loss_disc_real_1: 0.18921048939228058 (0.20212825222147834) | > loss_disc_real_2: 0.22613072395324707 (0.21326648416342558) | > loss_disc_real_3: 0.2458832561969757 (0.22722808630378158) | > loss_disc_real_4: 0.26337575912475586 (0.22961837163677923) | > loss_disc_real_5: 0.22204381227493286 (0.2177588901034108) | > loss_0: 2.4170784950256348 (2.3542307747734914) | > grad_norm_0: tensor(8.2612, device='cuda:0') (tensor(13.2359, device='cuda:0')) | > loss_gen: 2.470738649368286 (2.474323484632704) | > loss_kl: 1.8885557651519775 (1.8627545325844377) | > loss_feat: 7.189741611480713 (6.9446310643796565) | > loss_mel: 18.32623863220215 (18.115789978592492) | > loss_duration: 1.9819591045379639 (2.0379946761661105) | > loss_1: 31.857234954833984 (31.435493645844637) | > grad_norm_1: tensor(180.7833, device='cuda:0') (tensor(141.9799, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3662 (0.37675952911376953) | > loader_time: 0.0039 (0.0036215826317116066)  --> TIME: 2024-06-11 10:51:46 -- STEP: 79/330 -- GLOBAL_STEP: 236250 | > loss_disc: 2.2537872791290283 (2.354721718196627) | > loss_disc_real_0: 0.09708377718925476 (0.1117067770867408) | > loss_disc_real_1: 0.1656721979379654 (0.1996081116833264) | > loss_disc_real_2: 0.17472565174102783 (0.21252587230145176) | > loss_disc_real_3: 0.21029140055179596 (0.22739313165598277) | > loss_disc_real_4: 0.18584606051445007 (0.22990122229992588) | > loss_disc_real_5: 0.2070307731628418 (0.22028433899336222) | > loss_0: 2.2537872791290283 (2.354721718196627) | > grad_norm_0: tensor(6.7223, device='cuda:0') (tensor(14.6386, device='cuda:0')) | > loss_gen: 2.489657163619995 (2.4756325588950627) | > loss_kl: 1.8318274021148682 (1.8745138780980175) | > loss_feat: 7.252547264099121 (6.981429884705361) | > loss_mel: 18.336387634277344 (18.08070402507542) | > loss_duration: 1.979811668395996 (2.025816487360604) | > loss_1: 31.890228271484375 (31.438096831116496) | > grad_norm_1: tensor(138.5666, device='cuda:0') (tensor(163.9874, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3754 (0.37481232534481) | > loader_time: 0.0039 (0.003669675392440603)  --> TIME: 2024-06-11 10:51:56 -- STEP: 104/330 -- GLOBAL_STEP: 236275 | > loss_disc: 2.3038511276245117 (2.3584293310458846) | > loss_disc_real_0: 0.09189359843730927 (0.11262258127904855) | > loss_disc_real_1: 0.18412445485591888 (0.1995028701539223) | > loss_disc_real_2: 0.2209394872188568 (0.2127670684399513) | > loss_disc_real_3: 0.2269495725631714 (0.22883864005024618) | > loss_disc_real_4: 0.23277246952056885 (0.23021877012573755) | > loss_disc_real_5: 0.23499935865402222 (0.22156818956136703) | > loss_0: 2.3038511276245117 (2.3584293310458846) | > grad_norm_0: tensor(14.6819, device='cuda:0') (tensor(16.1164, device='cuda:0')) | > loss_gen: 2.7272045612335205 (2.4805668340279516) | > loss_kl: 2.017993450164795 (1.8926327950679342) | > loss_feat: 7.840470314025879 (6.999020040035247) | > loss_mel: 18.452470779418945 (18.067588219275844) | > loss_duration: 2.083397388458252 (2.0257623952168675) | > loss_1: 33.12153625488281 (31.465570229750412) | > grad_norm_1: tensor(131.2711, device='cuda:0') (tensor(179.6743, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3603 (0.3735272930218623) | > loader_time: 0.0038 (0.003712145181802603)  --> TIME: 2024-06-11 10:52:05 -- STEP: 129/330 -- GLOBAL_STEP: 236300 | > loss_disc: 2.341264486312866 (2.350608138150947) | > loss_disc_real_0: 0.11715534329414368 (0.11317037842994512) | > loss_disc_real_1: 0.16644400358200073 (0.198824610243472) | > loss_disc_real_2: 0.24436978995800018 (0.21224178154339163) | > loss_disc_real_3: 0.24253413081169128 (0.22878452488618303) | > loss_disc_real_4: 0.24294157326221466 (0.22893270411232644) | > loss_disc_real_5: 0.26621583104133606 (0.22102690863516905) | > loss_0: 2.341264486312866 (2.350608138150947) | > grad_norm_0: tensor(18.7487, device='cuda:0') (tensor(16.9815, device='cuda:0')) | > loss_gen: 2.6133415699005127 (2.487367045971775) | > loss_kl: 1.894715428352356 (1.9015945066777313) | > loss_feat: 6.574159622192383 (7.003254225087719) | > loss_mel: 18.075931549072266 (18.052811674369398) | > loss_duration: 2.0118515491485596 (2.026460703029188) | > loss_1: 31.170001983642578 (31.471488095069116) | > grad_norm_1: tensor(138.3851, device='cuda:0') (tensor(192.8823, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3697 (0.3730610045351723) | > loader_time: 0.0038 (0.0037813389948172164)  --> TIME: 2024-06-11 10:52:15 -- STEP: 154/330 -- GLOBAL_STEP: 236325 | > loss_disc: 2.2101669311523438 (2.353378365566204) | > loss_disc_real_0: 0.08313893526792526 (0.11356211502056618) | > loss_disc_real_1: 0.18427704274654388 (0.19882559215093584) | > loss_disc_real_2: 0.21864108741283417 (0.21367097500856824) | > loss_disc_real_3: 0.227608323097229 (0.2288834336516145) | > loss_disc_real_4: 0.21857964992523193 (0.2297092867749078) | > loss_disc_real_5: 0.20165181159973145 (0.22092043685835677) | > loss_0: 2.2101669311523438 (2.353378365566204) | > grad_norm_0: tensor(6.7312, device='cuda:0') (tensor(19.1770, device='cuda:0')) | > loss_gen: 2.6631784439086914 (2.4949684096621234) | > loss_kl: 1.954553246498108 (1.9053391225926288) | > loss_feat: 7.725180149078369 (7.021628961934669) | > loss_mel: 17.74580955505371 (18.041834509217892) | > loss_duration: 2.0304017066955566 (2.0288389781852816) | > loss_1: 32.11912536621094 (31.492609952951405) | > grad_norm_1: tensor(256.5455, device='cuda:0') (tensor(218.3931, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3967 (0.37656207053692303) | > loader_time: 0.0042 (0.003850597839850884)  --> TIME: 2024-06-11 10:52:25 -- STEP: 179/330 -- GLOBAL_STEP: 236350 | > loss_disc: 2.378786087036133 (2.345213130865683) | > loss_disc_real_0: 0.15278150141239166 (0.11243806275742015) | > loss_disc_real_1: 0.18360905349254608 (0.19856888963190533) | > loss_disc_real_2: 0.20791080594062805 (0.2131540579669303) | > loss_disc_real_3: 0.2705278992652893 (0.22897463246097777) | > loss_disc_real_4: 0.23385892808437347 (0.22903297508562076) | > loss_disc_real_5: 0.28238189220428467 (0.22067717508563783) | > loss_0: 2.378786087036133 (2.345213130865683) | > grad_norm_0: tensor(100.1002, device='cuda:0') (tensor(20.9485, device='cuda:0')) | > loss_gen: 2.543234348297119 (2.515280558410303) | > loss_kl: 2.0371944904327393 (1.9169731866048034) | > loss_feat: 7.188631534576416 (7.081345672713975) | > loss_mel: 18.57176399230957 (18.015035437472044) | > loss_duration: 2.0870141983032227 (2.0347352334240947) | > loss_1: 32.42783737182617 (31.563370028021616) | > grad_norm_1: tensor(114.1497, device='cuda:0') (tensor(236.8618, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.3967 (0.3795682678009545) | > loader_time: 0.0049 (0.003957282231506688)  --> TIME: 2024-06-11 10:52:36 -- STEP: 204/330 -- GLOBAL_STEP: 236375 | > loss_disc: 2.4519214630126953 (2.351626441759222) | > loss_disc_real_0: 0.29339462518692017 (0.11368626924049036) | > loss_disc_real_1: 0.1793811023235321 (0.19908872319787152) | > loss_disc_real_2: 0.24177458882331848 (0.21406486469740965) | > loss_disc_real_3: 0.23330897092819214 (0.2289446810735207) | > loss_disc_real_4: 0.19834667444229126 (0.22923780868158622) | > loss_disc_real_5: 0.19371283054351807 (0.22090478270661598) | > loss_0: 2.4519214630126953 (2.351626441759222) | > grad_norm_0: tensor(69.0647, device='cuda:0') (tensor(23.3591, device='cuda:0')) | > loss_gen: 2.602320909500122 (2.516868718698913) | > loss_kl: 1.9617390632629395 (1.9214272218592026) | > loss_feat: 6.900742053985596 (7.080740201706978) | > loss_mel: 17.951658248901367 (17.993023638631794) | > loss_duration: 2.038268566131592 (2.041615376285477) | > loss_1: 31.454730987548828 (31.55367508121565) | > grad_norm_1: tensor(450.9316, device='cuda:0') (tensor(258.0790, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.4029 (0.38179849292717727) | > loader_time: 0.0048 (0.004090130329132075)  --> TIME: 2024-06-11 10:52:46 -- STEP: 229/330 -- GLOBAL_STEP: 236400 | > loss_disc: 2.2609715461730957 (2.352392904623107) | > loss_disc_real_0: 0.09948661923408508 (0.1149773617238457) | > loss_disc_real_1: 0.21456919610500336 (0.1991237678512215) | > loss_disc_real_2: 0.20562301576137543 (0.21346412449424446) | > loss_disc_real_3: 0.18319988250732422 (0.2287642245860079) | > loss_disc_real_4: 0.18959441781044006 (0.22858082350164521) | > loss_disc_real_5: 0.1813035011291504 (0.22092029992409667) | > loss_0: 2.2609715461730957 (2.352392904623107) | > grad_norm_0: tensor(53.2507, device='cuda:0') (tensor(25.6734, device='cuda:0')) | > loss_gen: 2.5674386024475098 (2.51054775454592) | > loss_kl: 1.9324991703033447 (1.9281546746799518) | > loss_feat: 7.483183860778809 (7.070172132883528) | > loss_mel: 18.308746337890625 (17.94258580770036) | > loss_duration: 2.1394526958465576 (2.0492883665592894) | > loss_1: 32.43132019042969 (31.500748630173863) | > grad_norm_1: tensor(486.3102, device='cuda:0') (tensor(273.7834, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.4158 (0.3850690506431213) | > loader_time: 0.0053 (0.004218361783756433)  --> TIME: 2024-06-11 10:52:57 -- STEP: 254/330 -- GLOBAL_STEP: 236425 | > loss_disc: 2.419564962387085 (2.352055276472738) | > loss_disc_real_0: 0.11688577383756638 (0.11545307107093766) | > loss_disc_real_1: 0.24445471167564392 (0.19945754615340644) | > loss_disc_real_2: 0.19860872626304626 (0.2131682018360754) | > loss_disc_real_3: 0.23116643726825714 (0.22835975627260885) | > loss_disc_real_4: 0.24303804337978363 (0.2289216532481937) | > loss_disc_real_5: 0.25644657015800476 (0.22099909045564847) | > loss_0: 2.419564962387085 (2.352055276472738) | > grad_norm_0: tensor(38.2815, device='cuda:0') (tensor(26.5138, device='cuda:0')) | > loss_gen: 2.4727656841278076 (2.5087155648103847) | > loss_kl: 2.0850729942321777 (1.9286862747875724) | > loss_feat: 6.910772800445557 (7.0671093632855735) | > loss_mel: 17.461483001708984 (17.89190690348469) | > loss_duration: 2.077543020248413 (2.055766469850314) | > loss_1: 31.00763702392578 (31.452184504411353) | > grad_norm_1: tensor(481.5832, device='cuda:0') (tensor(281.6614, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.4314 (0.3890649352486678) | > loader_time: 0.0057 (0.004361610712967514)  --> TIME: 2024-06-11 10:53:08 -- STEP: 279/330 -- GLOBAL_STEP: 236450 | > loss_disc: 2.1974759101867676 (2.3533540959853863) | > loss_disc_real_0: 0.12353300303220749 (0.11612929275599859) | > loss_disc_real_1: 0.17896971106529236 (0.19934993709928242) | > loss_disc_real_2: 0.22552752494812012 (0.21326836831467127) | > loss_disc_real_3: 0.19220905005931854 (0.22866996807650425) | > loss_disc_real_4: 0.24203255772590637 (0.22925765636146708) | > loss_disc_real_5: 0.20622843503952026 (0.2209774527071198) | > loss_0: 2.1974759101867676 (2.3533540959853863) | > grad_norm_0: tensor(55.4049, device='cuda:0') (tensor(27.4727, device='cuda:0')) | > loss_gen: 2.7242794036865234 (2.5056017564616324) | > loss_kl: 2.002443790435791 (1.9349982759858546) | > loss_feat: 7.611912250518799 (7.077158956972072) | > loss_mel: 17.755905151367188 (17.85436468226936) | > loss_duration: 2.1478915214538574 (2.0645529394935953) | > loss_1: 32.242431640625 (31.436676551791503) | > grad_norm_1: tensor(423.2326, device='cuda:0') (tensor(290.9447, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.461 (0.3943996395261484) | > loader_time: 0.0067 (0.0045373730334757004)  --> TIME: 2024-06-11 10:53:20 -- STEP: 304/330 -- GLOBAL_STEP: 236475 | > loss_disc: 2.3909695148468018 (2.354202734796626) | > loss_disc_real_0: 0.19486993551254272 (0.11728673496920812) | > loss_disc_real_1: 0.2194719910621643 (0.19921829105403857) | > loss_disc_real_2: 0.1990012377500534 (0.21331678821068065) | > loss_disc_real_3: 0.2582934498786926 (0.228794121134438) | > loss_disc_real_4: 0.21519580483436584 (0.22883288067226348) | > loss_disc_real_5: 0.25658515095710754 (0.22075003140458946) | > loss_0: 2.3909695148468018 (2.354202734796626) | > grad_norm_0: tensor(84.3903, device='cuda:0') (tensor(29.6514, device='cuda:0')) | > loss_gen: 2.4379677772521973 (2.5044586133015763) | > loss_kl: 2.0033085346221924 (1.9384577988009704) | > loss_feat: 7.518016815185547 (7.101567349935832) | > loss_mel: 17.61949920654297 (17.82119339390807) | > loss_duration: 2.214454174041748 (2.074927780189011) | > loss_1: 31.793245315551758 (31.440604893784773) | > grad_norm_1: tensor(561.5294, device='cuda:0') (tensor(304.6567, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.4826 (0.4003712574118063) | > loader_time: 0.0073 (0.004713994107748328)  --> TIME: 2024-06-11 10:53:49 -- STEP: 329/330 -- GLOBAL_STEP: 236500 | > loss_disc: 2.7538228034973145 (2.3605268349401145) | > loss_disc_real_0: 0.15563629567623138 (0.11971249476663973) | > loss_disc_real_1: 0.22922858595848083 (0.2007434019835886) | > loss_disc_real_2: 0.1600649356842041 (0.213216850369897) | > loss_disc_real_3: 0.20683564245700836 (0.2286272745545512) | > loss_disc_real_4: 0.18862397968769073 (0.22879015665648555) | > loss_disc_real_5: 0.2165491133928299 (0.22077850983860292) | > loss_0: 2.7538228034973145 (2.3605268349401145) | > grad_norm_0: tensor(18.6204, device='cuda:0') (tensor(30.7203, device='cuda:0')) | > loss_gen: 2.327214479446411 (2.5017462189798993) | > loss_kl: 2.2210569381713867 (1.9486127243940592) | > loss_feat: 10.332597732543945 (7.198379716612284) | > loss_mel: 18.567337036132812 (17.805816766338896) | > loss_duration: 2.2673516273498535 (2.088772981000162) | > loss_1: 35.71555709838867 (31.543328351887528) | > grad_norm_1: tensor(441.9479, device='cuda:0') (tensor(310.3986, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 14.6286 (0.45678251565046224) | > loader_time: 0.0343 (0.005172875152170472) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_236500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4051713943481445 (2.4051713943481445) | > loss_disc_real_0: 0.12875120341777802 (0.12875120341777802) | > loss_disc_real_1: 0.19428227841854095 (0.19428227841854095) | > loss_disc_real_2: 0.18978393077850342 (0.18978393077850342) | > loss_disc_real_3: 0.2369249016046524 (0.2369249016046524) | > loss_disc_real_4: 0.26429933309555054 (0.26429933309555054) | > loss_disc_real_5: 0.2737184166908264 (0.2737184166908264) | > loss_0: 2.4051713943481445 (2.4051713943481445) | > loss_gen: 2.328472375869751 (2.328472375869751) | > loss_kl: 3.1542840003967285 (3.1542840003967285) | > loss_feat: 5.6369452476501465 (5.6369452476501465) | > loss_mel: 14.455933570861816 (14.455933570861816) | > loss_duration: 2.899693489074707 (2.899693489074707) | > loss_1: 28.475326538085938 (28.475326538085938)  --> STEP: 1 | > loss_disc: 2.5885167121887207 (2.5885167121887207) | > loss_disc_real_0: 0.08720149844884872 (0.08720149844884872) | > loss_disc_real_1: 0.1922818273305893 (0.1922818273305893) | > loss_disc_real_2: 0.21047203242778778 (0.21047203242778778) | > loss_disc_real_3: 0.22557812929153442 (0.22557812929153442) | > loss_disc_real_4: 0.24243217706680298 (0.24243217706680298) | > loss_disc_real_5: 0.22018839418888092 (0.22018839418888092) | > loss_0: 2.5885167121887207 (2.5885167121887207) | > loss_gen: 1.9321699142456055 (1.9321699142456055) | > loss_kl: 2.497685432434082 (2.497685432434082) | > loss_feat: 5.060989856719971 (5.060989856719971) | > loss_mel: 17.414560317993164 (17.414560317993164) | > loss_duration: 2.3881285190582275 (2.3881285190582275) | > loss_1: 29.293535232543945 (29.293535232543945)  --> STEP: 2 | > loss_disc: 2.447713851928711 (2.518115282058716) | > loss_disc_real_0: 0.11004688590765 (0.09862419217824936) | > loss_disc_real_1: 0.1545768827199936 (0.17342935502529144) | > loss_disc_real_2: 0.21873322129249573 (0.21460262686014175) | > loss_disc_real_3: 0.24139299988746643 (0.23348556458950043) | > loss_disc_real_4: 0.23065684735774994 (0.23654451221227646) | > loss_disc_real_5: 0.3073340654373169 (0.2637612298130989) | > loss_0: 2.447713851928711 (2.518115282058716) | > loss_gen: 2.3373730182647705 (2.134771466255188) | > loss_kl: 3.1232476234436035 (2.8104665279388428) | > loss_feat: 5.804847717285156 (5.4329187870025635) | > loss_mel: 17.738649368286133 (17.57660484313965) | > loss_duration: 2.441555976867676 (2.4148422479629517) | > loss_1: 31.445674896240234 (30.36960506439209)  --> STEP: 3 | > loss_disc: 2.2838382720947266 (2.4400229454040527) | > loss_disc_real_0: 0.08823803812265396 (0.09516214082638423) | > loss_disc_real_1: 0.17380882799625397 (0.17355584601561228) | > loss_disc_real_2: 0.21324722468852997 (0.21415082613627115) | > loss_disc_real_3: 0.22787220776081085 (0.2316144456466039) | > loss_disc_real_4: 0.17125266790390015 (0.21478056410948435) | > loss_disc_real_5: 0.2318243831396103 (0.25311561425526935) | > loss_0: 2.2838382720947266 (2.4400229454040527) | > loss_gen: 2.1642348766326904 (2.144592603047689) | > loss_kl: 2.4573497772216797 (2.692760944366455) | > loss_feat: 5.810588359832764 (5.55880864461263) | > loss_mel: 15.821160316467285 (16.991456667582195) | > loss_duration: 2.2251627445220947 (2.3516157468159995) | > loss_1: 28.478496551513672 (29.739235560099285)  --> STEP: 4 | > loss_disc: 2.419649839401245 (2.434929668903351) | > loss_disc_real_0: 0.1266791671514511 (0.10304139740765095) | > loss_disc_real_1: 0.20938535034656525 (0.18251322209835052) | > loss_disc_real_2: 0.24088254570960999 (0.22083375602960587) | > loss_disc_real_3: 0.25755345821380615 (0.23809919878840446) | > loss_disc_real_4: 0.20200617611408234 (0.21158696711063385) | > loss_disc_real_5: 0.26311343908309937 (0.25561507046222687) | > loss_0: 2.419649839401245 (2.434929668903351) | > loss_gen: 2.2777328491210938 (2.17787766456604) | > loss_kl: 3.3753252029418945 (2.863402009010315) | > loss_feat: 6.1172685623168945 (5.698423624038696) | > loss_mel: 17.06462860107422 (17.0097496509552) | > loss_duration: 2.338921546936035 (2.3484421968460083) | > loss_1: 31.173877716064453 (30.097896099090576)  --> STEP: 5 | > loss_disc: 2.2849249839782715 (2.404928731918335) | > loss_disc_real_0: 0.11308684945106506 (0.10505048781633378) | > loss_disc_real_1: 0.16487038135528564 (0.17898465394973756) | > loss_disc_real_2: 0.20804820954799652 (0.218276646733284) | > loss_disc_real_3: 0.24793373048305511 (0.2400661051273346) | > loss_disc_real_4: 0.18087710440158844 (0.20544499456882476) | > loss_disc_real_5: 0.17377793788909912 (0.2392476439476013) | > loss_0: 2.2849249839782715 (2.404928731918335) | > loss_gen: 2.4591410160064697 (2.234130334854126) | > loss_kl: 2.5235636234283447 (2.795434331893921) | > loss_feat: 7.370593070983887 (6.032857513427734) | > loss_mel: 20.226978302001953 (17.65319538116455) | > loss_duration: 2.350292682647705 (2.348812294006348) | > loss_1: 34.93056869506836 (31.06443061828613)  --> STEP: 6 | > loss_disc: 2.501983404159546 (2.4211045106252036) | > loss_disc_real_0: 0.13285458087921143 (0.10968450332681338) | > loss_disc_real_1: 0.2177698165178299 (0.18544884771108627) | > loss_disc_real_2: 0.29255956411361694 (0.23065713296333948) | > loss_disc_real_3: 0.3027738034725189 (0.2505173881848653) | > loss_disc_real_4: 0.20784609019756317 (0.2058451771736145) | > loss_disc_real_5: 0.21216081082820892 (0.23473317176103592) | > loss_0: 2.501983404159546 (2.4211045106252036) | > loss_gen: 2.365182876586914 (2.255972425142924) | > loss_kl: 2.894918203353882 (2.8120149771372476) | > loss_feat: 5.667986869812012 (5.97204573949178) | > loss_mel: 17.39121437072754 (17.60953187942505) | > loss_duration: 2.189955234527588 (2.322336117426554) | > loss_1: 30.509258270263672 (30.971901893615723)  --> STEP: 7 | > loss_disc: 2.408824920654297 (2.4193502834865024) | > loss_disc_real_0: 0.05548638105392456 (0.10194191443068641) | > loss_disc_real_1: 0.1871395856142044 (0.185690381697246) | > loss_disc_real_2: 0.25544682145118713 (0.23419851703303202) | > loss_disc_real_3: 0.25735023617744446 (0.2514935093266623) | > loss_disc_real_4: 0.22512730956077576 (0.20859976751463755) | > loss_disc_real_5: 0.27198609709739685 (0.2400550182376589) | > loss_0: 2.408824920654297 (2.4193502834865024) | > loss_gen: 2.280559539794922 (2.2594848700932095) | > loss_kl: 4.029407024383545 (2.9859281267438615) | > loss_feat: 7.208682537078857 (6.148708139147077) | > loss_mel: 19.29036521911621 (17.849650927952357) | > loss_duration: 2.5585458278656006 (2.3560803617749895) | > loss_1: 35.367557525634766 (31.59985269818987)  --> STEP: 8 | > loss_disc: 2.7715096473693848 (2.463370203971863) | > loss_disc_real_0: 0.13205541670322418 (0.10570610221475363) | > loss_disc_real_1: 0.1656174212694168 (0.18318126164376736) | > loss_disc_real_2: 0.2612925171852112 (0.2375852670520544) | > loss_disc_real_3: 0.3140471875667572 (0.2593127191066742) | > loss_disc_real_4: 0.2548231780529022 (0.21437769383192062) | > loss_disc_real_5: 0.3074457347393036 (0.2484788578003645) | > loss_0: 2.7715096473693848 (2.463370203971863) | > loss_gen: 2.129331588745117 (2.243215709924698) | > loss_kl: 3.109909772872925 (3.0014258325099945) | > loss_feat: 5.0847883224487305 (6.015718162059784) | > loss_mel: 14.861653327941895 (17.47615122795105) | > loss_duration: 2.231783628463745 (2.340543270111084) | > loss_1: 27.417465209960938 (31.077054262161255)  --> STEP: 9 | > loss_disc: 2.3420019149780273 (2.4498848385281033) | > loss_disc_real_0: 0.20856544375419617 (0.11713491794135836) | > loss_disc_real_1: 0.15822964906692505 (0.18040886024634042) | > loss_disc_real_2: 0.1996193677186966 (0.23336683379279244) | > loss_disc_real_3: 0.2125469595193863 (0.25411652359697556) | > loss_disc_real_4: 0.16150958836078644 (0.2085034598906835) | > loss_disc_real_5: 0.2379366010427475 (0.24730749593840706) | > loss_0: 2.3420019149780273 (2.4498848385281033) | > loss_gen: 2.423964262008667 (2.2632988823784723) | > loss_kl: 2.465885877609253 (2.9419213930765786) | > loss_feat: 11.534198760986328 (6.628882673051622) | > loss_mel: 18.691991806030273 (17.611244625515408) | > loss_duration: 2.1672234535217285 (2.321285512712267) | > loss_1: 37.283267974853516 (31.766633563571506)  --> STEP: 10 | > loss_disc: 2.693976402282715 (2.4742939949035643) | > loss_disc_real_0: 0.18618473410606384 (0.1240398995578289) | > loss_disc_real_1: 0.22427281737327576 (0.18479525595903395) | > loss_disc_real_2: 0.23792138695716858 (0.23382228910923003) | > loss_disc_real_3: 0.29022106528282166 (0.25772697776556014) | > loss_disc_real_4: 0.27743008732795715 (0.21539612263441085) | > loss_disc_real_5: 0.27022725343704224 (0.24959947168827057) | > loss_0: 2.693976402282715 (2.4742939949035643) | > loss_gen: 2.094754457473755 (2.2464444398880006) | > loss_kl: 2.8164405822753906 (2.92937331199646) | > loss_feat: 3.694591999053955 (6.335453605651855) | > loss_mel: 13.488438606262207 (17.198964023590086) | > loss_duration: 2.256732940673828 (2.314830255508423) | > loss_1: 24.35095977783203 (31.02506618499756)  --> STEP: 11 | > loss_disc: 2.656151056289673 (2.4908264550295742) | > loss_disc_real_0: 0.08185093849897385 (0.12020453946156935) | > loss_disc_real_1: 0.18717721104621887 (0.18501179733059622) | > loss_disc_real_2: 0.27518677711486816 (0.23758269710974259) | > loss_disc_real_3: 0.2013537585735321 (0.25260213965719397) | > loss_disc_real_4: 0.21945379674434662 (0.21576500209895047) | > loss_disc_real_5: 0.23763470351696014 (0.24851176549087872) | > loss_0: 2.656151056289673 (2.4908264550295742) | > loss_gen: 1.982913613319397 (2.2224870920181274) | > loss_kl: 3.014334201812744 (2.937097029252486) | > loss_feat: 7.13639497756958 (6.408266457644376) | > loss_mel: 18.642425537109375 (17.330187797546387) | > loss_duration: 2.476289749145508 (2.3295083912936123) | > loss_1: 33.252357482910156 (31.227547212080523)  --> STEP: 12 | > loss_disc: 2.0950872898101807 (2.4578481912612915) | > loss_disc_real_0: 0.054940637201070786 (0.11476588093986113) | > loss_disc_real_1: 0.17053404450416565 (0.1838053179283937) | > loss_disc_real_2: 0.26834699511528015 (0.24014638861020407) | > loss_disc_real_3: 0.2187907099723816 (0.24978452051679292) | > loss_disc_real_4: 0.1476435512304306 (0.2100882145265738) | > loss_disc_real_5: 0.15649625658988953 (0.24084380641579628) | > loss_0: 2.0950872898101807 (2.4578481912612915) | > loss_gen: 2.2992124557495117 (2.2288808723290763) | > loss_kl: 2.862996816635132 (2.930922011534373) | > loss_feat: 5.750744819641113 (6.353472987810771) | > loss_mel: 17.904333114624023 (17.37803324063619) | > loss_duration: 2.2993545532226562 (2.326995571454366) | > loss_1: 31.116641998291016 (31.218305110931396)  --> STEP: 13 | > loss_disc: 2.385154962539673 (2.4522564044365516) | > loss_disc_real_0: 0.09733065217733383 (0.11342470949658981) | > loss_disc_real_1: 0.15839865803718567 (0.18185095947522384) | > loss_disc_real_2: 0.23401901125907898 (0.23967505189088675) | > loss_disc_real_3: 0.23185069859027863 (0.2484049957532149) | > loss_disc_real_4: 0.16401585936546326 (0.2065441872064884) | > loss_disc_real_5: 0.16913050413131714 (0.23532739854775941) | > loss_0: 2.385154962539673 (2.4522564044365516) | > loss_gen: 1.9976751804351807 (2.2110958191064687) | > loss_kl: 2.443936347961426 (2.8934615758749156) | > loss_feat: 6.679869174957275 (6.3785803868220405) | > loss_mel: 16.42543601989746 (17.304756531348595) | > loss_duration: 2.2348718643188477 (2.3199091324439416) | > loss_1: 29.781787872314453 (31.107803784883938)  --> STEP: 14 | > loss_disc: 2.6841626167297363 (2.4688211338860646) | > loss_disc_real_0: 0.11994808912277222 (0.11389066518417426) | > loss_disc_real_1: 0.1273041069507599 (0.1779547557234764) | > loss_disc_real_2: 0.24498693645000458 (0.24005447221653803) | > loss_disc_real_3: 0.2581559121608734 (0.24910148978233337) | > loss_disc_real_4: 0.2405783236026764 (0.20897519694907324) | > loss_disc_real_5: 0.26538869738578796 (0.23747463417904718) | > loss_0: 2.6841626167297363 (2.4688211338860646) | > loss_gen: 1.8979833126068115 (2.188730640070779) | > loss_kl: 3.1392972469329834 (2.9110212666647777) | > loss_feat: 6.036858558654785 (6.354171684810093) | > loss_mel: 18.143211364746094 (17.364646162305558) | > loss_duration: 2.4775257110595703 (2.331167459487915) | > loss_1: 31.694875717163086 (31.14973749433245)  --> STEP: 15 | > loss_disc: 2.198014497756958 (2.4507673581441245) | > loss_disc_real_0: 0.10307680070400238 (0.11316974088549614) | > loss_disc_real_1: 0.23615482449531555 (0.18183476030826567) | > loss_disc_real_2: 0.17678478360176086 (0.23583649297555287) | > loss_disc_real_3: 0.2266615778207779 (0.247605495651563) | > loss_disc_real_4: 0.16599290072917938 (0.20610971053441365) | > loss_disc_real_5: 0.23336482048034668 (0.2372006465991338) | > loss_0: 2.198014497756958 (2.4507673581441245) | > loss_gen: 2.4212424755096436 (2.2042314291000364) | > loss_kl: 3.478598117828369 (2.948859723409017) | > loss_feat: 8.377020835876465 (6.489028294881185) | > loss_mel: 18.18818473815918 (17.419548734029135) | > loss_duration: 2.3692219257354736 (2.333704423904419) | > loss_1: 34.834266662597656 (31.395372772216795)  --> STEP: 16 | > loss_disc: 2.540618419647217 (2.4563830494880676) | > loss_disc_real_0: 0.05524323880672455 (0.10954933450557292) | > loss_disc_real_1: 0.18242806196212769 (0.18187184166163206) | > loss_disc_real_2: 0.21501247584819794 (0.2345349919050932) | > loss_disc_real_3: 0.2547661066055298 (0.24805303383618593) | > loss_disc_real_4: 0.22646403312683105 (0.20738185569643974) | > loss_disc_real_5: 0.23392850160598755 (0.23699613753706217) | > loss_0: 2.540618419647217 (2.4563830494880676) | > loss_gen: 2.2246298789978027 (2.205506332218647) | > loss_kl: 2.377840280532837 (2.9131710082292557) | > loss_feat: 7.411034107208252 (6.546653658151627) | > loss_mel: 17.10205078125 (17.39970511198044) | > loss_duration: 2.3698740005493164 (2.335965022444725) | > loss_1: 31.485431671142578 (31.401001453399658)  --> STEP: 17 | > loss_disc: 2.3191769123077393 (2.448312100242166) | > loss_disc_real_0: 0.11495635658502579 (0.10986739462789367) | > loss_disc_real_1: 0.2091735154390335 (0.18347782247206745) | > loss_disc_real_2: 0.15040236711502075 (0.2295860139762654) | > loss_disc_real_3: 0.23909172415733337 (0.247525897972724) | > loss_disc_real_4: 0.18327799439430237 (0.20596398150219636) | > loss_disc_real_5: 0.1733262836933136 (0.23325085201684168) | > loss_0: 2.3191769123077393 (2.448312100242166) | > loss_gen: 2.2881672382354736 (2.210368738454931) | > loss_kl: 2.183267116546631 (2.8702354851891014) | > loss_feat: 7.249046802520752 (6.5879709019380455) | > loss_mel: 18.748889923095703 (17.479068924398984) | > loss_duration: 2.414072036743164 (2.340559552697574) | > loss_1: 32.883445739746094 (31.48820405847886)  --> STEP: 18 | > loss_disc: 2.554692268371582 (2.4542221095826893) | > loss_disc_real_0: 0.0852675512433052 (0.10850073666208321) | > loss_disc_real_1: 0.13805511593818665 (0.18095433877574074) | > loss_disc_real_2: 0.22774629294872284 (0.22948380725251305) | > loss_disc_real_3: 0.2351483702659607 (0.2468382575445705) | > loss_disc_real_4: 0.2690136730670929 (0.20946674214469063) | > loss_disc_real_5: 0.2553759515285492 (0.23448002421193653) | > loss_0: 2.554692268371582 (2.4542221095826893) | > loss_gen: 2.265118360519409 (2.2134103841251798) | > loss_kl: 2.1683177947998047 (2.8312400579452515) | > loss_feat: 9.028403282165527 (6.723550478617351) | > loss_mel: 18.044666290283203 (17.51049100028144) | > loss_duration: 2.275632381439209 (2.336952487627665) | > loss_1: 33.782135009765625 (31.615644666883682)  --> STEP: 19 | > loss_disc: 2.4969499111175537 (2.4564709412424186) | > loss_disc_real_0: 0.1346488744020462 (0.10987695443787072) | > loss_disc_real_1: 0.14645645022392273 (0.1791386604309082) | > loss_disc_real_2: 0.2274990677833557 (0.22937934728045212) | > loss_disc_real_3: 0.24604611098766327 (0.24679656562052274) | > loss_disc_real_4: 0.17829766869544983 (0.20782626459473058) | > loss_disc_real_5: 0.26807326078414917 (0.23624808929468455) | > loss_0: 2.4969499111175537 (2.4564709412424186) | > loss_gen: 2.229707717895508 (2.2142681385341443) | > loss_kl: 2.3088924884796143 (2.803748080604955) | > loss_feat: 6.897679328918457 (6.732715154948988) | > loss_mel: 17.78758430480957 (17.5250748584145) | > loss_duration: 2.3255813121795654 (2.336354004709344) | > loss_1: 31.5494441986084 (31.6121604317113)  --> STEP: 20 | > loss_disc: 2.5584099292755127 (2.4615678906440737) | > loss_disc_real_0: 0.11724086105823517 (0.11024514976888895) | > loss_disc_real_1: 0.29872623085975647 (0.18511803895235063) | > loss_disc_real_2: 0.24131597578525543 (0.22997617870569229) | > loss_disc_real_3: 0.2355571687221527 (0.24623459577560425) | > loss_disc_real_4: 0.28783053159713745 (0.21182647794485093) | > loss_disc_real_5: 0.2886069715023041 (0.23886603340506554) | > loss_0: 2.5584099292755127 (2.4615678906440737) | > loss_gen: 2.465655565261841 (2.226837509870529) | > loss_kl: 2.1053872108459473 (2.7688300371170045) | > loss_feat: 5.837543964385986 (6.687956595420838) | > loss_mel: 17.241788864135742 (17.510910558700562) | > loss_duration: 2.279970645904541 (2.333534836769104) | > loss_1: 29.93034553527832 (31.528069686889648)  --> STEP: 21 | > loss_disc: 2.49336838722229 (2.463082200004941) | > loss_disc_real_0: 0.041760899126529694 (0.10698399497639566) | > loss_disc_real_1: 0.16215041279792786 (0.18402434246880667) | > loss_disc_real_2: 0.2070700079202652 (0.228885408668291) | > loss_disc_real_3: 0.22775255143642426 (0.24535449842611948) | > loss_disc_real_4: 0.20545679330825806 (0.21152315962882268) | > loss_disc_real_5: 0.21871541440486908 (0.2379064801193419) | > loss_0: 2.49336838722229 (2.463082200004941) | > loss_gen: 1.8085461854934692 (2.2069188753763833) | > loss_kl: 2.4754891395568848 (2.754861422947475) | > loss_feat: 5.5497965812683105 (6.633758499508812) | > loss_mel: 15.577498435974121 (17.418843314761208) | > loss_duration: 2.189192771911621 (2.326661405109224) | > loss_1: 27.600521087646484 (31.341043563116166)  --> STEP: 22 | > loss_disc: 2.622734785079956 (2.470339135690169) | > loss_disc_real_0: 0.12083600461483002 (0.10761363177814266) | > loss_disc_real_1: 0.1343805342912674 (0.181767805733464) | > loss_disc_real_2: 0.27419400215148926 (0.23094489019025455) | > loss_disc_real_3: 0.2696760296821594 (0.2464600225741213) | > loss_disc_real_4: 0.22509631514549255 (0.21214012124321677) | > loss_disc_real_5: 0.2704474925994873 (0.2393856170502576) | > loss_0: 2.622734785079956 (2.470339135690169) | > loss_gen: 2.0258560180664062 (2.1986887454986572) | > loss_kl: 1.9498095512390137 (2.7182681560516357) | > loss_feat: 6.522766590118408 (6.62871341271834) | > loss_mel: 16.907657623291016 (17.395607601512562) | > loss_duration: 2.1795217990875244 (2.3199732411991465) | > loss_1: 29.58561134338379 (31.261251189491965)  --> STEP: 23 | > loss_disc: 2.5384206771850586 (2.473299202711686) | > loss_disc_real_0: 0.2037179321050644 (0.11179207961844362) | > loss_disc_real_1: 0.22838251292705536 (0.18379453213318533) | > loss_disc_real_2: 0.2568179965019226 (0.23206980785597925) | > loss_disc_real_3: 0.24023684859275818 (0.2461894497923229) | > loss_disc_real_4: 0.211122065782547 (0.21209585796231809) | > loss_disc_real_5: 0.21978852152824402 (0.2385335694188657) | > loss_0: 2.5384206771850586 (2.473299202711686) | > loss_gen: 2.199247121810913 (2.198713022729625) | > loss_kl: 2.0594005584716797 (2.6896217387655508) | > loss_feat: 4.332561492919922 (6.5288807205531905) | > loss_mel: 18.308677673339844 (17.43530630028766) | > loss_duration: 2.304858446121216 (2.3193160761957583) | > loss_1: 29.20474624633789 (31.17183793109396)  --> STEP: 24 | > loss_disc: 2.495206356048584 (2.4742120007673902) | > loss_disc_real_0: 0.1488915979862213 (0.11333789288376768) | > loss_disc_real_1: 0.1864113211631775 (0.18390356500943503) | > loss_disc_real_2: 0.1872408390045166 (0.23020193415383497) | > loss_disc_real_3: 0.25414618849754333 (0.2465209805717071) | > loss_disc_real_4: 0.21687012910842896 (0.21229478592673937) | > loss_disc_real_5: 0.20682689547538757 (0.23721245800455412) | > loss_0: 2.495206356048584 (2.4742120007673902) | > loss_gen: 2.2245705127716064 (2.1997904181480408) | > loss_kl: 2.6889379024505615 (2.6895932455857596) | > loss_feat: 7.159797191619873 (6.555168906847636) | > loss_mel: 19.42769432067871 (17.518322467803955) | > loss_duration: 2.4314005374908447 (2.3239862620830536) | > loss_1: 33.93239974975586 (31.286861340204876)  --> STEP: 25 | > loss_disc: 2.5517706871032715 (2.4773143482208253) | > loss_disc_real_0: 0.1085328683257103 (0.11314569190144538) | > loss_disc_real_1: 0.2172374427318573 (0.1852369201183319) | > loss_disc_real_2: 0.28780901432037354 (0.2325062173604965) | > loss_disc_real_3: 0.27322959899902344 (0.24758932530879973) | > loss_disc_real_4: 0.20662377774715424 (0.21206794559955597) | > loss_disc_real_5: 0.21106569468975067 (0.23616658747196198) | > loss_0: 2.5517706871032715 (2.4773143482208253) | > loss_gen: 2.0862669944763184 (2.195249481201172) | > loss_kl: 2.3044116497039795 (2.6741859817504885) | > loss_feat: 5.886307239532471 (6.5284144401550295) | > loss_mel: 16.064529418945312 (17.46017074584961) | > loss_duration: 2.3923466205596924 (2.326720676422119) | > loss_1: 28.733863830566406 (31.184741439819337)  --> STEP: 26 | > loss_disc: 2.3022425174713135 (2.470580816268921) | > loss_disc_real_0: 0.0797683447599411 (0.1118619477806183) | > loss_disc_real_1: 0.15333637595176697 (0.18400997611192557) | > loss_disc_real_2: 0.11868299543857574 (0.22812840113273034) | > loss_disc_real_3: 0.13127003610134125 (0.24311550649312827) | > loss_disc_real_4: 0.08076269924640656 (0.20701774381674254) | > loss_disc_real_5: 0.2085828185081482 (0.23510567328104606) | > loss_0: 2.3022425174713135 (2.470580816268921) | > loss_gen: 1.9003640413284302 (2.1839077335137587) | > loss_kl: 2.30458402633667 (2.65997052192688) | > loss_feat: 9.170164108276367 (6.630020196621235) | > loss_mel: 18.683685302734375 (17.507228998037483) | > loss_duration: 2.292815685272217 (2.325416638300969) | > loss_1: 34.35161590576172 (31.306544303894043) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026262540083665112 (+0.00030303918398343543) | > avg_loss_disc: 2.470580816268921 (+0.07206914975092893) | > avg_loss_disc_real_0: 0.1118619477806183 (-0.02435625172578372) | > avg_loss_disc_real_1: 0.18400997611192557 (+0.0007446356690846978) | > avg_loss_disc_real_2: 0.22812840113273034 (+0.02389385608526376) | > avg_loss_disc_real_3: 0.24311550649312827 (+0.04545521564208546) | > avg_loss_disc_real_4: 0.20701774381674254 (-0.024716431418290497) | > avg_loss_disc_real_5: 0.23510567328104606 (+0.007807909582669914) | > avg_loss_0: 2.470580816268921 (+0.07206914975092893) | > avg_loss_gen: 2.1839077335137587 (-0.095745999079484) | > avg_loss_kl: 2.65997052192688 (-0.0970173111328716) | > avg_loss_feat: 6.630020196621235 (-0.721154286311223) | > avg_loss_mel: 17.507228998037483 (-0.40159082412719727) | > avg_loss_duration: 2.325416638300969 (+0.03194836469796947) | > avg_loss_1: 31.306544303894043 (-1.2835597258347633)  > EPOCH: 450/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:53:59)   --> TIME: 2024-06-11 10:54:09 -- STEP: 24/330 -- GLOBAL_STEP: 236525 | > loss_disc: 2.363795280456543 (2.3559965988000235) | > loss_disc_real_0: 0.09030184149742126 (0.10731386300176382) | > loss_disc_real_1: 0.17948725819587708 (0.2009330317378044) | > loss_disc_real_2: 0.2265673279762268 (0.2146739698946476) | > loss_disc_real_3: 0.2163456529378891 (0.23020917487641177) | > loss_disc_real_4: 0.239047110080719 (0.2315195258706808) | > loss_disc_real_5: 0.23323208093643188 (0.2265820155541102) | > loss_0: 2.363795280456543 (2.3559965988000235) | > grad_norm_0: tensor(6.0602, device='cuda:0') (tensor(10.2245, device='cuda:0')) | > loss_gen: 2.4432671070098877 (2.466589699188869) | > loss_kl: 1.8135621547698975 (1.8852349370718002) | > loss_feat: 7.313608169555664 (6.929153660933177) | > loss_mel: 17.469465255737305 (18.231646696726482) | > loss_duration: 1.9927620887756348 (2.0764450232187914) | > loss_1: 31.032665252685547 (31.589070161183674) | > grad_norm_1: tensor(78.2047, device='cuda:0') (tensor(111.1280, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.3562 (0.36247143149375916) | > loader_time: 0.0035 (0.003287335236867269)  --> TIME: 2024-06-11 10:54:19 -- STEP: 49/330 -- GLOBAL_STEP: 236550 | > loss_disc: 2.3820881843566895 (2.335868679747289) | > loss_disc_real_0: 0.13539853692054749 (0.10892572618868886) | > loss_disc_real_1: 0.2127418965101242 (0.19927559276016393) | > loss_disc_real_2: 0.24875517189502716 (0.21427889898115274) | > loss_disc_real_3: 0.21836340427398682 (0.22907517120546225) | > loss_disc_real_4: 0.23273241519927979 (0.22783083362238749) | > loss_disc_real_5: 0.24193523824214935 (0.2205399098444958) | > loss_0: 2.3820881843566895 (2.335868679747289) | > grad_norm_0: tensor(12.0359, device='cuda:0') (tensor(11.7133, device='cuda:0')) | > loss_gen: 2.5159761905670166 (2.494349956512451) | > loss_kl: 1.8515571355819702 (1.9053192625240403) | > loss_feat: 7.09928560256958 (7.031172149035395) | > loss_mel: 18.136049270629883 (18.229028117899993) | > loss_duration: 1.9730298519134521 (2.0382770129612515) | > loss_1: 31.575897216796875 (31.69814654758998) | > grad_norm_1: tensor(113.2424, device='cuda:0') (tensor(128.0894, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.361 (0.365120318471169) | > loader_time: 0.0032 (0.003392998053103077)  --> TIME: 2024-06-11 10:54:28 -- STEP: 74/330 -- GLOBAL_STEP: 236575 | > loss_disc: 2.3346376419067383 (2.344568726178762) | > loss_disc_real_0: 0.07533320784568787 (0.1097503746482166) | > loss_disc_real_1: 0.18529857695102692 (0.19761838904909182) | > loss_disc_real_2: 0.2543141841888428 (0.21381414339349075) | > loss_disc_real_3: 0.2336854338645935 (0.23020467484319532) | > loss_disc_real_4: 0.22930622100830078 (0.22986573464161641) | > loss_disc_real_5: 0.23403143882751465 (0.22306513645358989) | > loss_0: 2.3346376419067383 (2.344568726178762) | > grad_norm_0: tensor(7.9612, device='cuda:0') (tensor(12.1302, device='cuda:0')) | > loss_gen: 2.4518816471099854 (2.4867129293647974) | > loss_kl: 2.073848247528076 (1.8968114434061825) | > loss_feat: 7.014166831970215 (7.039083210197655) | > loss_mel: 18.522653579711914 (18.165613638388145) | > loss_duration: 1.9543414115905762 (2.023235987972568) | > loss_1: 32.01689147949219 (31.611457334982383) | > grad_norm_1: tensor(87.0675, device='cuda:0') (tensor(136.2632, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.3715 (0.36677952392681223) | > loader_time: 0.004 (0.003527686402604387)  --> TIME: 2024-06-11 10:54:38 -- STEP: 99/330 -- GLOBAL_STEP: 236600 | > loss_disc: 2.3844313621520996 (2.3375953231195004) | > loss_disc_real_0: 0.1647595465183258 (0.11114097454331139) | > loss_disc_real_1: 0.2138192057609558 (0.19703849382472757) | > loss_disc_real_2: 0.2188679277896881 (0.21299789951305198) | > loss_disc_real_3: 0.23792433738708496 (0.2280521960270525) | > loss_disc_real_4: 0.19684764742851257 (0.2283048793824032) | > loss_disc_real_5: 0.21236926317214966 (0.22059041472396465) | > loss_0: 2.3844313621520996 (2.3375953231195004) | > grad_norm_0: tensor(9.1515, device='cuda:0') (tensor(13.6178, device='cuda:0')) | > loss_gen: 2.6058743000030518 (2.493210958712029) | > loss_kl: 1.8238505125045776 (1.8968906005223591) | > loss_feat: 6.925684928894043 (7.05399565263228) | > loss_mel: 18.22064208984375 (18.09411630726824) | > loss_duration: 2.0370993614196777 (2.0206363032562566) | > loss_1: 31.61315155029297 (31.55884985490279) | > grad_norm_1: tensor(83.0009, device='cuda:0') (tensor(146.5791, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.3657 (0.3685911978134001) | > loader_time: 0.0037 (0.0036016811024058948)  --> TIME: 2024-06-11 10:54:47 -- STEP: 124/330 -- GLOBAL_STEP: 236625 | > loss_disc: 2.2996673583984375 (2.340231508977951) | > loss_disc_real_0: 0.10645688325166702 (0.11271174143879645) | > loss_disc_real_1: 0.2110658437013626 (0.19810511099715383) | > loss_disc_real_2: 0.2288677841424942 (0.2129090882597431) | > loss_disc_real_3: 0.22534368932247162 (0.22823051976100092) | > loss_disc_real_4: 0.21284615993499756 (0.22789995468431903) | > loss_disc_real_5: 0.21052376925945282 (0.22017889409776656) | > loss_0: 2.2996673583984375 (2.340231508977951) | > grad_norm_0: tensor(5.2670, device='cuda:0') (tensor(13.3731, device='cuda:0')) | > loss_gen: 2.4802067279815674 (2.4908477510175397) | > loss_kl: 1.8540538549423218 (1.9007004778231344) | > loss_feat: 7.136394023895264 (7.050157150914592) | > loss_mel: 18.286104202270508 (18.08037024159585) | > loss_duration: 2.0318093299865723 (2.0227833669031825) | > loss_1: 31.7885684967041 (31.544858994022494) | > grad_norm_1: tensor(53.8728, device='cuda:0') (tensor(145.4645, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.3695 (0.3696679549832498) | > loader_time: 0.0039 (0.0037022963646919497)  --> TIME: 2024-06-11 10:54:57 -- STEP: 149/330 -- GLOBAL_STEP: 236650 | > loss_disc: 2.323803186416626 (2.351804707674372) | > loss_disc_real_0: 0.09353083372116089 (0.11389542061010463) | > loss_disc_real_1: 0.19220136106014252 (0.198573214995781) | > loss_disc_real_2: 0.20026350021362305 (0.21307881566502107) | > loss_disc_real_3: 0.19934722781181335 (0.2289321691597868) | > loss_disc_real_4: 0.2360827624797821 (0.22965535011467517) | > loss_disc_real_5: 0.2258918285369873 (0.220954324375063) | > loss_0: 2.323803186416626 (2.351804707674372) | > grad_norm_0: tensor(12.1073, device='cuda:0') (tensor(13.7989, device='cuda:0')) | > loss_gen: 2.453190326690674 (2.4859527021446484) | > loss_kl: 2.0031023025512695 (1.9071062507245364) | > loss_feat: 7.06794548034668 (7.050175218774168) | > loss_mel: 18.883468627929688 (18.07497114143115) | > loss_duration: 2.056607723236084 (2.0262875812965757) | > loss_1: 32.46431350708008 (31.544492939174575) | > grad_norm_1: tensor(200.6856, device='cuda:0') (tensor(153.9124, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.3748 (0.37126315680126215) | > loader_time: 0.0046 (0.003793617222933161)  --> TIME: 2024-06-11 10:55:07 -- STEP: 174/330 -- GLOBAL_STEP: 236675 | > loss_disc: 2.396465301513672 (2.3499902486801147) | > loss_disc_real_0: 0.08194351941347122 (0.11483551570396314) | > loss_disc_real_1: 0.20436516404151917 (0.19875671945769208) | > loss_disc_real_2: 0.1797262728214264 (0.21253188759431071) | > loss_disc_real_3: 0.2509513199329376 (0.2289727108403184) | > loss_disc_real_4: 0.23044605553150177 (0.22939981323206562) | > loss_disc_real_5: 0.231654554605484 (0.22007179448659392) | > loss_0: 2.396465301513672 (2.3499902486801147) | > grad_norm_0: tensor(53.8336, device='cuda:0') (tensor(16.2349, device='cuda:0')) | > loss_gen: 2.4404287338256836 (2.485428227775398) | > loss_kl: 1.8357936143875122 (1.9111743500862999) | > loss_feat: 6.7334675788879395 (7.027370354224896) | > loss_mel: 18.029394149780273 (18.026404808307507) | > loss_duration: 2.1246368885040283 (2.031456253994472) | > loss_1: 31.16372299194336 (31.481834082767882) | > grad_norm_1: tensor(365.6124, device='cuda:0') (tensor(173.9159, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.404 (0.3743026366179017) | > loader_time: 0.0049 (0.003930134334783445)  --> TIME: 2024-06-11 10:55:17 -- STEP: 199/330 -- GLOBAL_STEP: 236700 | > loss_disc: 2.5602385997772217 (2.3499674126131453) | > loss_disc_real_0: 0.24678438901901245 (0.11524978931525245) | > loss_disc_real_1: 0.22534814476966858 (0.19893676491838) | > loss_disc_real_2: 0.23231299221515656 (0.2128937650266005) | > loss_disc_real_3: 0.24395422637462616 (0.22938895689782185) | > loss_disc_real_4: 0.27369436621665955 (0.22887618442875657) | > loss_disc_real_5: 0.22445231676101685 (0.2200854182542868) | > loss_0: 2.5602385997772217 (2.3499674126131453) | > grad_norm_0: tensor(77.6297, device='cuda:0') (tensor(18.3229, device='cuda:0')) | > loss_gen: 2.5097622871398926 (2.4983712764241592) | > loss_kl: 1.9103083610534668 (1.9156011906101476) | > loss_feat: 7.33504581451416 (7.062933782836301) | > loss_mel: 18.08102035522461 (18.001162524199355) | > loss_duration: 2.151460647583008 (2.039037437295197) | > loss_1: 31.98759651184082 (31.517106281453042) | > grad_norm_1: tensor(265.2076, device='cuda:0') (tensor(195.8061, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.4111 (0.37787266951709536) | > loader_time: 0.0053 (0.004067640208718764)  --> TIME: 2024-06-11 10:55:28 -- STEP: 224/330 -- GLOBAL_STEP: 236725 | > loss_disc: 2.301588535308838 (2.352843094084944) | > loss_disc_real_0: 0.15056580305099487 (0.11527006071992218) | > loss_disc_real_1: 0.22449572384357452 (0.19892953855118578) | > loss_disc_real_2: 0.2226332426071167 (0.2130101261926549) | > loss_disc_real_3: 0.22471822798252106 (0.22933503300217645) | > loss_disc_real_4: 0.21736174821853638 (0.22876472152503474) | > loss_disc_real_5: 0.2153298705816269 (0.22067400101306184) | > loss_0: 2.301588535308838 (2.352843094084944) | > grad_norm_0: tensor(30.8592, device='cuda:0') (tensor(20.0058, device='cuda:0')) | > loss_gen: 2.556044816970825 (2.502829624073847) | > loss_kl: 1.9048545360565186 (1.919880360364914) | > loss_feat: 7.1054863929748535 (7.079831713012287) | > loss_mel: 18.59413719177246 (17.978299251624502) | > loss_duration: 2.148658275604248 (2.0457810951130755) | > loss_1: 32.309181213378906 (31.526622125080653) | > grad_norm_1: tensor(415.6400, device='cuda:0') (tensor(211.5295, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.433 (0.3811139613389969) | > loader_time: 0.005 (0.004185280629566737)  --> TIME: 2024-06-11 10:55:38 -- STEP: 249/330 -- GLOBAL_STEP: 236750 | > loss_disc: 2.2855730056762695 (2.3569181223949753) | > loss_disc_real_0: 0.08888623118400574 (0.11690642199961536) | > loss_disc_real_1: 0.21219074726104736 (0.1990803660877258) | > loss_disc_real_2: 0.22278034687042236 (0.21335499216035667) | > loss_disc_real_3: 0.23281630873680115 (0.22933043802837771) | > loss_disc_real_4: 0.2346959114074707 (0.2283277248282988) | > loss_disc_real_5: 0.21679052710533142 (0.2207610532940631) | > loss_0: 2.2855730056762695 (2.3569181223949753) | > grad_norm_0: tensor(32.0650, device='cuda:0') (tensor(21.9749, device='cuda:0')) | > loss_gen: 2.5393593311309814 (2.4991262897430184) | > loss_kl: 1.9587976932525635 (1.9210269206977753) | > loss_feat: 7.1299591064453125 (7.0704902779146375) | > loss_mel: 17.83759307861328 (17.940284131521192) | > loss_duration: 2.1184346675872803 (2.0534920386042486) | > loss_1: 31.584144592285156 (31.484419719282403) | > grad_norm_1: tensor(331.5550, device='cuda:0') (tensor(227.2740, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.4146 (0.3853746839316495) | > loader_time: 0.0055 (0.004320841716475276)  --> TIME: 2024-06-11 10:55:50 -- STEP: 274/330 -- GLOBAL_STEP: 236775 | > loss_disc: 2.3811192512512207 (2.3579426133719674) | > loss_disc_real_0: 0.1533420979976654 (0.1177053338147863) | > loss_disc_real_1: 0.22741490602493286 (0.19952763399503523) | > loss_disc_real_2: 0.2112744003534317 (0.21303443969601263) | > loss_disc_real_3: 0.20324528217315674 (0.22935943060765301) | > loss_disc_real_4: 0.2072145938873291 (0.22868825729093417) | > loss_disc_real_5: 0.22259177267551422 (0.22102642662986352) | > loss_0: 2.3811192512512207 (2.3579426133719674) | > grad_norm_0: tensor(43.0685, device='cuda:0') (tensor(23.3710, device='cuda:0')) | > loss_gen: 2.5682871341705322 (2.500932374139772) | > loss_kl: 1.9810107946395874 (1.924739923355353) | > loss_feat: 6.880849361419678 (7.082968619618101) | > loss_mel: 16.991851806640625 (17.909378483347638) | > loss_duration: 2.13580322265625 (2.0612427326884606) | > loss_1: 30.557802200317383 (31.479262157078207) | > grad_norm_1: tensor(565.5420, device='cuda:0') (tensor(241.6389, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.4549 (0.39008430146822964) | > loader_time: 0.0064 (0.004473902013180029)  --> TIME: 2024-06-11 10:56:01 -- STEP: 299/330 -- GLOBAL_STEP: 236800 | > loss_disc: 2.595811367034912 (2.3631072435091975) | > loss_disc_real_0: 0.16837334632873535 (0.11910871466166997) | > loss_disc_real_1: 0.2654387354850769 (0.200084808478786) | > loss_disc_real_2: 0.19240404665470123 (0.21385888909815148) | > loss_disc_real_3: 0.2620072066783905 (0.2295811112010758) | > loss_disc_real_4: 0.2497386634349823 (0.22874896128640132) | > loss_disc_real_5: 0.22453276813030243 (0.22111726255719877) | > loss_0: 2.595811367034912 (2.3631072435091975) | > grad_norm_0: tensor(43.8284, device='cuda:0') (tensor(25.8604, device='cuda:0')) | > loss_gen: 2.1951634883880615 (2.4994127160330684) | > loss_kl: 2.086554527282715 (1.9292226184570669) | > loss_feat: 6.228097915649414 (7.08193077291533) | > loss_mel: 16.715578079223633 (17.85235115995374) | > loss_duration: 2.228329658508301 (2.0714844812118907) | > loss_1: 29.453723907470703 (31.434401789636517) | > grad_norm_1: tensor(144.3643, device='cuda:0') (tensor(258.2923, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.4699 (0.39600252865947605) | > loader_time: 0.0076 (0.0046579742112685995)  --> TIME: 2024-06-11 10:56:15 -- STEP: 324/330 -- GLOBAL_STEP: 236825 | > loss_disc: 2.5217998027801514 (2.368328583093337) | > loss_disc_real_0: 0.18960067629814148 (0.12058989443804746) | > loss_disc_real_1: 0.18168820440769196 (0.20081153521199285) | > loss_disc_real_2: 0.21399268507957458 (0.2140326182599421) | > loss_disc_real_3: 0.23633256554603577 (0.2298474029902323) | > loss_disc_real_4: 0.26107150316238403 (0.22944679998873196) | > loss_disc_real_5: 0.2846487760543823 (0.2221415494511157) | > loss_0: 2.5217998027801514 (2.368328583093337) | > grad_norm_0: tensor(21.6052, device='cuda:0') (tensor(28.0108, device='cuda:0')) | > loss_gen: 2.282114267349243 (2.499925383815061) | > loss_kl: 2.231574773788452 (1.9356726963578919) | > loss_feat: 8.183103561401367 (7.1235461455804305) | > loss_mel: 17.778470993041992 (17.809681097666406) | > loss_duration: 2.2687828540802 (2.0855930778715357) | > loss_1: 32.74404525756836 (31.4544184413957) | > grad_norm_1: tensor(120.9278, device='cuda:0') (tensor(272.2377, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.5994 (0.4079720230750094) | > loader_time: 0.0085 (0.004896013089168219)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.46109938621521 (2.46109938621521) | > loss_disc_real_0: 0.0517694391310215 (0.0517694391310215) | > loss_disc_real_1: 0.16555504500865936 (0.16555504500865936) | > loss_disc_real_2: 0.15559737384319305 (0.15559737384319305) | > loss_disc_real_3: 0.23652729392051697 (0.23652729392051697) | > loss_disc_real_4: 0.22713087499141693 (0.22713087499141693) | > loss_disc_real_5: 0.21216659247875214 (0.21216659247875214) | > loss_0: 2.46109938621521 (2.46109938621521) | > loss_gen: 1.844552993774414 (1.844552993774414) | > loss_kl: 2.3805434703826904 (2.3805434703826904) | > loss_feat: 7.2832841873168945 (7.2832841873168945) | > loss_mel: 17.772247314453125 (17.772247314453125) | > loss_duration: 2.8654212951660156 (2.8654212951660156) | > loss_1: 32.14604949951172 (32.14604949951172)  --> STEP: 1 | > loss_disc: 2.2117342948913574 (2.2117342948913574) | > loss_disc_real_0: 0.07430221885442734 (0.07430221885442734) | > loss_disc_real_1: 0.16136880218982697 (0.16136880218982697) | > loss_disc_real_2: 0.23050637543201447 (0.23050637543201447) | > loss_disc_real_3: 0.2340763658285141 (0.2340763658285141) | > loss_disc_real_4: 0.20755766332149506 (0.20755766332149506) | > loss_disc_real_5: 0.22152240574359894 (0.22152240574359894) | > loss_0: 2.2117342948913574 (2.2117342948913574) | > loss_gen: 2.3336243629455566 (2.3336243629455566) | > loss_kl: 2.6530685424804688 (2.6530685424804688) | > loss_feat: 6.158089637756348 (6.158089637756348) | > loss_mel: 18.40363311767578 (18.40363311767578) | > loss_duration: 2.38116455078125 (2.38116455078125) | > loss_1: 31.92957878112793 (31.92957878112793)  --> STEP: 2 | > loss_disc: 2.3638315200805664 (2.287782907485962) | > loss_disc_real_0: 0.11185085773468018 (0.09307653829455376) | > loss_disc_real_1: 0.2347179353237152 (0.1980433687567711) | > loss_disc_real_2: 0.27486133575439453 (0.2526838555932045) | > loss_disc_real_3: 0.23828361928462982 (0.23617999255657196) | > loss_disc_real_4: 0.22613587975502014 (0.2168467715382576) | > loss_disc_real_5: 0.28202053904533386 (0.2517714723944664) | > loss_0: 2.3638315200805664 (2.287782907485962) | > loss_gen: 2.47210431098938 (2.4028643369674683) | > loss_kl: 2.4429123401641846 (2.5479904413223267) | > loss_feat: 5.6311726570129395 (5.8946311473846436) | > loss_mel: 19.23398780822754 (18.81881046295166) | > loss_duration: 2.4209799766540527 (2.4010722637176514) | > loss_1: 32.20115661621094 (32.065367698669434)  --> STEP: 3 | > loss_disc: 2.4412481784820557 (2.338937997817993) | > loss_disc_real_0: 0.11945897340774536 (0.10187068333228429) | > loss_disc_real_1: 0.14504282176494598 (0.18037651975949606) | > loss_disc_real_2: 0.16885024309158325 (0.2247393180926641) | > loss_disc_real_3: 0.23931820690631866 (0.23722606400648752) | > loss_disc_real_4: 0.1957596391439438 (0.20981772740681967) | > loss_disc_real_5: 0.2653118968009949 (0.2562849471966426) | > loss_0: 2.4412481784820557 (2.338937997817993) | > loss_gen: 2.121721029281616 (2.309149901072184) | > loss_kl: 2.646752119064331 (2.5809110005696616) | > loss_feat: 6.510502338409424 (6.099921544392903) | > loss_mel: 19.48224449157715 (19.039955139160156) | > loss_duration: 2.277454376220703 (2.3598663012186685) | > loss_1: 33.038673400878906 (32.38980293273926)  --> STEP: 4 | > loss_disc: 2.4842042922973633 (2.3752545714378357) | > loss_disc_real_0: 0.09326592087745667 (0.09971949271857738) | > loss_disc_real_1: 0.2015945315361023 (0.1856810227036476) | > loss_disc_real_2: 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loss_disc_real_5: 0.28728702664375305 (0.25139327347278595) | > loss_0: 2.570462942123413 (2.4142962455749513) | > loss_gen: 2.2871413230895996 (2.2427023887634276) | > loss_kl: 2.5811314582824707 (2.796711874008179) | > loss_feat: 4.85975456237793 (5.7844311714172365) | > loss_mel: 17.768918991088867 (18.114049339294432) | > loss_duration: 2.4650840759277344 (2.3755831718444824) | > loss_1: 29.9620304107666 (31.313477325439454)  --> STEP: 6 | > loss_disc: 2.4211106300354004 (2.4154319763183594) | > loss_disc_real_0: 0.05363404005765915 (0.09961255391438802) | > loss_disc_real_1: 0.1801919937133789 (0.19339318325122198) | > loss_disc_real_2: 0.21753431856632233 (0.2289147675037384) | > loss_disc_real_3: 0.2548488974571228 (0.24178236971298853) | > loss_disc_real_4: 0.23506391048431396 (0.21308423082033792) | > loss_disc_real_5: 0.2607869505882263 (0.25295888632535934) | > loss_0: 2.4211106300354004 (2.4154319763183594) | > loss_gen: 2.2559585571289062 (2.2449117501576743) | > loss_kl: 2.830214262008667 (2.8022956053415933) | > loss_feat: 7.011384963989258 (5.98892347017924) | > loss_mel: 16.85908317565918 (17.904888312021892) | > loss_duration: 2.1813130378723145 (2.3432048161824546) | > loss_1: 31.137954711914062 (31.284223556518555)  --> STEP: 7 | > loss_disc: 2.330362319946289 (2.4032791682652066) | > loss_disc_real_0: 0.08366843312978745 (0.0973348223737308) | > loss_disc_real_1: 0.17194965481758118 (0.19032982204641616) | > loss_disc_real_2: 0.19173361361026764 (0.22360317409038544) | > loss_disc_real_3: 0.2629109025001526 (0.24480073153972626) | > loss_disc_real_4: 0.26735445857048035 (0.2208371204989297) | > loss_disc_real_5: 0.2545407712459564 (0.25318486988544464) | > loss_0: 2.330362319946289 (2.4032791682652066) | > loss_gen: 2.242697238922119 (2.244595391409738) | > loss_kl: 3.5944015979766846 (2.9154536042894637) | > loss_feat: 4.79788064956665 (5.818774495806013) | > loss_mel: 17.228967666625977 (17.808328219822474) | > loss_duration: 2.5144643783569336 (2.367670467921666) | > loss_1: 30.37841033935547 (31.1548216683524)  --> STEP: 8 | > loss_disc: 2.4362611770629883 (2.407401919364929) | > loss_disc_real_0: 0.13465183973312378 (0.10199944954365492) | > loss_disc_real_1: 0.18681731820106506 (0.18989075906574726) | > loss_disc_real_2: 0.20118680596351624 (0.2208011280745268) | > loss_disc_real_3: 0.22969327867031097 (0.24291229993104935) | > loss_disc_real_4: 0.12148156762123108 (0.20841767638921738) | > loss_disc_real_5: 0.17507024109363556 (0.2434205412864685) | > loss_0: 2.4362611770629883 (2.407401919364929) | > loss_gen: 2.2445266246795654 (2.244586795568466) | > loss_kl: 2.771190881729126 (2.8974207639694214) | > loss_feat: 12.447563171386719 (6.647373080253601) | > loss_mel: 20.083757400512695 (18.092756867408752) | > loss_duration: 2.2386701107025146 (2.351545423269272) | > loss_1: 39.785709381103516 (32.23368263244629)  --> STEP: 9 | > loss_disc: 2.355308771133423 (2.401613791783651) | > loss_disc_real_0: 0.1044524610042572 (0.10227200637261073) | > loss_disc_real_1: 0.101206935942173 (0.1800370009409057) | > loss_disc_real_2: 0.22493082284927368 (0.22125998304949868) | > loss_disc_real_3: 0.19769145548343658 (0.23788776165909237) | > loss_disc_real_4: 0.1210777685046196 (0.19871324217981762) | > loss_disc_real_5: 0.19451609253883362 (0.2379867136478424) | > loss_0: 2.355308771133423 (2.401613791783651) | > loss_gen: 2.0633184909820557 (2.2244458728366427) | > loss_kl: 2.038745880126953 (2.8020124435424805) | > loss_feat: 9.747179985046387 (6.991796069675022) | > loss_mel: 19.51755142211914 (18.251067373487686) | > loss_duration: 2.120421886444092 (2.3258650302886963) | > loss_1: 35.487220764160156 (32.59518686930338)  --> STEP: 10 | > loss_disc: 2.5258007049560547 (2.414032483100891) | > loss_disc_real_0: 0.1134985089302063 (0.10339465662837029) | > loss_disc_real_1: 0.2665594518184662 (0.18868924602866172) | > loss_disc_real_2: 0.19551610946655273 (0.21868559569120408) | > loss_disc_real_3: 0.19515392184257507 (0.23361437767744064) | > loss_disc_real_4: 0.2459823042154312 (0.20344014838337898) | > loss_disc_real_5: 0.29725182056427 (0.24391322433948517) | > loss_0: 2.5258007049560547 (2.414032483100891) | > loss_gen: 2.1622231006622314 (2.2182235956192016) | > loss_kl: 2.6937055587768555 (2.791181755065918) | > loss_feat: 5.577807903289795 (6.850397253036499) | > loss_mel: 18.19538116455078 (18.245498752593996) | > loss_duration: 2.34332013130188 (2.3276105403900145) | > loss_1: 30.97243881225586 (32.432912063598636)  --> STEP: 11 | > loss_disc: 2.3886022567749023 (2.411720644343983) | > loss_disc_real_0: 0.0823017954826355 (0.10147712379693985) | > loss_disc_real_1: 0.17313572764396667 (0.18727528981187128) | > loss_disc_real_2: 0.1955256313085556 (0.21658014438369058) | > loss_disc_real_3: 0.22435590624809265 (0.23277269845659082) | > loss_disc_real_4: 0.21102894842624664 (0.20413003929636694) | > loss_disc_real_5: 0.2108389139175415 (0.2409064688465812) | > loss_0: 2.3886022567749023 (2.411720644343983) | > loss_gen: 2.0480027198791504 (2.2027489705519243) | > loss_kl: 3.2321629524230957 (2.8312709548256616) | > loss_feat: 6.418437957763672 (6.811128226193515) | > loss_mel: 17.208349227905273 (18.151212432167746) | > loss_duration: 2.4766054153442383 (2.341155529022217) | > loss_1: 31.383556365966797 (32.33751609108665)  --> STEP: 12 | > loss_disc: 2.571906089782715 (2.425069431463877) | > loss_disc_real_0: 0.12397909164428711 (0.10335228778421879) | > loss_disc_real_1: 0.2381022870540619 (0.19151087291538715) | > loss_disc_real_2: 0.27434512972831726 (0.22139389316240946) | > loss_disc_real_3: 0.24234825372695923 (0.2335706613957882) | > loss_disc_real_4: 0.15860751271247864 (0.20033649541437626) | > loss_disc_real_5: 0.19433924555778503 (0.23702586690584818) | > loss_0: 2.571906089782715 (2.425069431463877) | > loss_gen: 1.937485694885254 (2.180643697579702) | > loss_kl: 3.399142026901245 (2.8785935441652932) | > loss_feat: 5.679513454437256 (6.716826995213826) | > loss_mel: 16.904787063598633 (18.047343651453655) | > loss_duration: 2.290431022644043 (2.3369284868240356) | > loss_1: 30.211360931396484 (32.1603364944458)  --> STEP: 13 | > loss_disc: 2.5967350006103516 (2.4382744752443752) | > loss_disc_real_0: 0.058189988136291504 (0.09987826473437823) | > loss_disc_real_1: 0.22222770750522614 (0.19387370634537476) | > loss_disc_real_2: 0.21656283736228943 (0.22102227348547715) | > loss_disc_real_3: 0.2740287780761719 (0.23668282421735617) | > loss_disc_real_4: 0.20275451242923737 (0.20052249672321174) | > loss_disc_real_5: 0.21267956495285034 (0.23515307444792527) | > loss_0: 2.5967350006103516 (2.4382744752443752) | > loss_gen: 2.089007616043091 (2.1735947682307315) | > loss_kl: 2.8084681034088135 (2.873199279491718) | > loss_feat: 7.041182994842529 (6.741777456723726) | > loss_mel: 17.300996780395508 (17.98993235367995) | > loss_duration: 2.1656603813171387 (2.323754017169659) | > loss_1: 31.405317306518555 (32.102258095374474)  --> STEP: 14 | > loss_disc: 2.351344108581543 (2.4320651633398875) | > loss_disc_real_0: 0.06398157775402069 (0.0973142156643527) | > loss_disc_real_1: 0.15013407170772552 (0.19074944672839983) | > loss_disc_real_2: 0.11310508847236633 (0.2133139031273978) | > loss_disc_real_3: 0.2331862449645996 (0.236433068556445) | > loss_disc_real_4: 0.2040296345949173 (0.2007730065711907) | > loss_disc_real_5: 0.2719079852104187 (0.2377784252166748) | > loss_0: 2.351344108581543 (2.4320651633398875) | > loss_gen: 2.0754637718200684 (2.1665854113442555) | > loss_kl: 3.304629325866699 (2.9040157113756453) | > loss_feat: 7.495647430419922 (6.795625311987741) | > loss_mel: 19.34345817565918 (18.08661276953561) | > loss_duration: 2.399296998977661 (2.3291499444416592) | > loss_1: 34.618492126464844 (32.281989097595215)  --> STEP: 15 | > loss_disc: 2.561852216720581 (2.4407176335652667) | > loss_disc_real_0: 0.1275893747806549 (0.0993325596054395) | > loss_disc_real_1: 0.18015742301940918 (0.19004331181446713) | > loss_disc_real_2: 0.1633998453617096 (0.20998629927635193) | > loss_disc_real_3: 0.16274581849575043 (0.23152058521906535) | > loss_disc_real_4: 0.1717592030763626 (0.19883875300486883) | > loss_disc_real_5: 0.17870524525642395 (0.23384021321932474) | > loss_0: 2.561852216720581 (2.4407176335652667) | > loss_gen: 1.911435604095459 (2.149575424194336) | > loss_kl: 3.5406291484832764 (2.9464566071828204) | > loss_feat: 7.6205735206604 (6.850621859232585) | > loss_mel: 18.596248626708984 (18.120588493347167) | > loss_duration: 2.3150715827941895 (2.3282113869984946) | > loss_1: 33.98395919799805 (32.395453770955406)  --> STEP: 16 | > loss_disc: 2.123051166534424 (2.4208634793758392) | > loss_disc_real_0: 0.07245001196861267 (0.09765240037813783) | > loss_disc_real_1: 0.1839887499809265 (0.18966490169987082) | > loss_disc_real_2: 0.1936170607805252 (0.20896322187036276) | > loss_disc_real_3: 0.21405771374702454 (0.2304291557520628) | > loss_disc_real_4: 0.1836567521095276 (0.19788987794891) | > loss_disc_real_5: 0.1799134612083435 (0.23046979121863842) | > loss_0: 2.123051166534424 (2.4208634793758392) | > loss_gen: 2.434077262878418 (2.167356789112091) | > loss_kl: 2.951284885406494 (2.9467583745718002) | > loss_feat: 7.518632888793945 (6.89237254858017) | > loss_mel: 17.63193702697754 (18.090047776699066) | > loss_duration: 2.330101490020752 (2.3283295184373856) | > loss_1: 32.866031646728516 (32.42486488819122)  --> STEP: 17 | > loss_disc: 2.376922607421875 (2.4182787222020767) | > loss_disc_real_0: 0.0860939621925354 (0.09697249224957298) | > loss_disc_real_1: 0.20925307273864746 (0.19081714705509298) | > loss_disc_real_2: 0.25517815351486206 (0.21168174726121566) | > loss_disc_real_3: 0.2553063929080963 (0.23189252264359417) | > loss_disc_real_4: 0.17690196633338928 (0.1966552949127029) | > loss_disc_real_5: 0.24690456688404083 (0.23143654272836797) | > loss_0: 2.376922607421875 (2.4182787222020767) | > loss_gen: 2.3672051429748535 (2.17911257463343) | > loss_kl: 2.041609764099121 (2.8935143386616424) | > loss_feat: 5.970758438110352 (6.838159953846651) | > loss_mel: 17.563148498535156 (18.059053701512955) | > loss_duration: 2.4260337352752686 (2.334076825310202) | > loss_1: 30.36875343322754 (32.3039171555463)  --> STEP: 18 | > loss_disc: 2.367133855819702 (2.415437340736389) | > loss_disc_real_0: 0.0790628045797348 (0.09597750960124864) | > loss_disc_real_1: 0.14583228528499603 (0.18831798806786537) | > loss_disc_real_2: 0.1768447905778885 (0.2097463607788086) | > loss_disc_real_3: 0.15955734252929688 (0.2278739015261332) | > loss_disc_real_4: 0.16221018135547638 (0.19474167749285698) | > loss_disc_real_5: 0.16902649402618408 (0.22796931780046886) | > loss_0: 2.367133855819702 (2.415437340736389) | > loss_gen: 1.8759937286376953 (2.162272638744778) | > loss_kl: 2.7346606254577637 (2.884689132372538) | > loss_feat: 9.399300575256348 (6.980445543924968) | > loss_mel: 17.425962448120117 (18.023881965213352) | > loss_duration: 2.241605758666992 (2.3289395438300238) | > loss_1: 33.677520751953125 (32.380228466457794)  --> STEP: 19 | > loss_disc: 2.638202667236328 (2.427161831604807) | > loss_disc_real_0: 0.15366610884666443 (0.09901375166679684) | > loss_disc_real_1: 0.19172365963459015 (0.18849723393979825) | > loss_disc_real_2: 0.19765450060367584 (0.20910994708538055) | > loss_disc_real_3: 0.2718967795372009 (0.2301908951056631) | > loss_disc_real_4: 0.25371435284614563 (0.1978455025114511) | > loss_disc_real_5: 0.3196951746940613 (0.232796994479079) | > loss_0: 2.638202667236328 (2.427161831604807) | > loss_gen: 1.9846014976501465 (2.152921526055587) | > loss_kl: 1.8902112245559692 (2.832348189855877) | > loss_feat: 4.603767395019531 (6.855357220298366) | > loss_mel: 15.903542518615723 (17.912285152234528) | > loss_duration: 2.3012125492095947 (2.3274802283236853) | > loss_1: 26.68333625793457 (32.080392034430254)  --> STEP: 20 | > 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loss_disc_real_2: 0.2513236701488495 (0.2089978683562506) | > loss_disc_real_3: 0.2507503032684326 (0.23100061359859647) | > loss_disc_real_4: 0.21929961442947388 (0.19959616696550733) | > loss_disc_real_5: 0.18726812303066254 (0.2310018880026681) | > loss_0: 2.504896640777588 (2.4249837625594366) | > loss_gen: 2.265828847885132 (2.1612350259508406) | > loss_kl: 2.8167803287506104 (2.8033586059297835) | > loss_feat: 5.7775187492370605 (6.79452912012736) | > loss_mel: 16.869205474853516 (17.953543072655087) | > loss_duration: 2.1709861755371094 (2.319781689416794) | > loss_1: 29.900320053100586 (32.03244726998465)  --> STEP: 22 | > loss_disc: 2.3566086292266846 (2.4218758019534024) | > loss_disc_real_0: 0.08597998321056366 (0.10051869973540306) | > loss_disc_real_1: 0.18340468406677246 (0.1881075193258849) | > loss_disc_real_2: 0.20783372223377228 (0.20894495262341065) | > loss_disc_real_3: 0.13675285875797272 (0.2267166247422045) | > loss_disc_real_4: 0.1630711704492569 (0.1979359398511323) | > loss_disc_real_5: 0.1686122864484787 (0.22816599702293222) | > loss_0: 2.3566086292266846 (2.4218758019534024) | > loss_gen: 2.058828592300415 (2.156580188057639) | > loss_kl: 1.9606401920318604 (2.7650532234798777) | > loss_feat: 8.025152206420898 (6.850466533140703) | > loss_mel: 18.718299865722656 (17.98830474506725) | > loss_duration: 2.158024787902832 (2.3124291029843413) | > loss_1: 32.92094421386719 (32.07283349470658)  --> STEP: 23 | > loss_disc: 2.7901477813720703 (2.4378876271455185) | > loss_disc_real_0: 0.20686227083206177 (0.10514233326134474) | > loss_disc_real_1: 0.16152171790599823 (0.18695161491632462) | > loss_disc_real_2: 0.2821289300918579 (0.2121268646872562) | > loss_disc_real_3: 0.27798226475715637 (0.2289455656124198) | > loss_disc_real_4: 0.23682449758052826 (0.19962674670893213) | > loss_disc_real_5: 0.3269945979118347 (0.23246289271375406) | > loss_0: 2.7901477813720703 (2.4378876271455185) | > loss_gen: 1.975675344467163 (2.1487147600754444) | > loss_kl: 2.340148448944092 (2.746579102847887) | > loss_feat: 5.173220634460449 (6.777542798415475) | > loss_mel: 14.86640739440918 (17.852570077647332) | > loss_duration: 2.2581303119659424 (2.3100682859835415) | > loss_1: 26.613582611083984 (31.83547476063603)  --> STEP: 24 | > loss_disc: 2.4846699237823486 (2.4398368895053864) | > loss_disc_real_0: 0.14200849831104279 (0.10667842347174883) | > loss_disc_real_1: 0.2753020226955414 (0.19063288190712532) | > loss_disc_real_2: 0.20982731878757477 (0.21203105027476946) | > loss_disc_real_3: 0.21250081062316895 (0.22826036748786768) | > loss_disc_real_4: 0.19032840430736542 (0.19923931577553353) | > loss_disc_real_5: 0.2280820906162262 (0.23228035929302374) | > loss_0: 2.4846699237823486 (2.4398368895053864) | > loss_gen: 2.3141274452209473 (2.1556069552898403) | > loss_kl: 2.244643449783325 (2.7256651173035302) | > loss_feat: 8.18657398223877 (6.8362524310747785) | > loss_mel: 18.486324310302734 (17.878976504007973) | > loss_duration: 2.4043378829956055 (2.313996185859044) | > loss_1: 33.63600540161133 (31.910496870676667)  --> STEP: 25 | > loss_disc: 2.457104444503784 (2.4405275917053224) | > loss_disc_real_0: 0.0717545673251152 (0.10528146922588348) | > loss_disc_real_1: 0.2713281810283661 (0.19386069387197494) | > loss_disc_real_2: 0.17625297605991364 (0.21059992730617524) | > loss_disc_real_3: 0.1951448768377304 (0.22693574786186219) | > loss_disc_real_4: 0.17986467480659485 (0.19846433013677597) | > loss_disc_real_5: 0.18363751471042633 (0.23033464550971985) | > loss_0: 2.457104444503784 (2.4405275917053224) | > loss_gen: 2.099123001098633 (2.153347597122192) | > loss_kl: 2.7052690982818604 (2.7248492765426637) | > loss_feat: 5.943591117858887 (6.800545978546142) | > loss_mel: 16.153934478759766 (17.809974822998043) | > loss_duration: 2.340303897857666 (2.315048494338989) | > loss_1: 29.24222183227539 (31.803765869140616)  --> STEP: 26 | > loss_disc: 2.5398049354553223 (2.4443459510803223) | > loss_disc_real_0: 0.049481913447380066 (0.10313533246517181) | > loss_disc_real_1: 0.11842712759971619 (0.19095940286150345) | > loss_disc_real_2: 0.15368786454200745 (0.2084110018152457) | > loss_disc_real_3: 0.07489004731178284 (0.22108783630224374) | > loss_disc_real_4: 0.06835652887821198 (0.19346018393452352) | > loss_disc_real_5: 0.19733144342899323 (0.22906529158353806) | > loss_0: 2.5398049354553223 (2.4443459510803223) | > loss_gen: 1.469501256942749 (2.1270458148075977) | > loss_kl: 2.134312391281128 (2.70213631941722) | > loss_feat: 8.68666934967041 (6.873089185127845) | > loss_mel: 18.683452606201172 (17.84357012235201) | > loss_duration: 2.2626962661743164 (2.3130349471018863) | > loss_1: 33.23663330078125 (31.858876154972947) --> EVAL PERFORMANCE | > avg_loader_time: 0.002393273206857535 (-0.0002329808015089762) | > avg_loss_disc: 2.4443459510803223 (-0.026234865188598633) | > avg_loss_disc_real_0: 0.10313533246517181 (-0.008726615315446482) | > avg_loss_disc_real_1: 0.19095940286150345 (+0.0069494267495778805) | > avg_loss_disc_real_2: 0.2084110018152457 (-0.019717399317484646) | > avg_loss_disc_real_3: 0.22108783630224374 (-0.02202767019088453) | > avg_loss_disc_real_4: 0.19346018393452352 (-0.013557559882219017) | > avg_loss_disc_real_5: 0.22906529158353806 (-0.006040381697508007) | > avg_loss_0: 2.4443459510803223 (-0.026234865188598633) | > avg_loss_gen: 2.1270458148075977 (-0.056861918706160974) | > avg_loss_kl: 2.70213631941722 (+0.04216579749034022) | > avg_loss_feat: 6.873089185127845 (+0.24306898850660996) | > avg_loss_mel: 17.84357012235201 (+0.3363411243145258) | > avg_loss_duration: 2.3130349471018863 (-0.012381691199082834) | > avg_loss_1: 31.858876154972947 (+0.5523318510789039)  > EPOCH: 451/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:56:39)   --> TIME: 2024-06-11 10:56:47 -- STEP: 19/330 -- GLOBAL_STEP: 236850 | > loss_disc: 2.3446240425109863 (2.349127493406597) | > loss_disc_real_0: 0.11369185149669647 (0.11003920984895606) | > loss_disc_real_1: 0.18895411491394043 (0.20948879812893115) | > loss_disc_real_2: 0.22979630529880524 (0.20662709678474225) | > loss_disc_real_3: 0.2489197999238968 (0.22892178987201892) | > loss_disc_real_4: 0.21327584981918335 (0.22613443120529778) | > loss_disc_real_5: 0.21901896595954895 (0.21902624007902646) | > loss_0: 2.3446240425109863 (2.349127493406597) | > grad_norm_0: tensor(4.9290, device='cuda:0') (tensor(7.9695, device='cuda:0')) | > loss_gen: 2.408756971359253 (2.484775894566586) | > loss_kl: 1.8500654697418213 (1.855552591775593) | > loss_feat: 7.040107250213623 (6.89489547829879) | > loss_mel: 18.377685546875 (18.269764247693512) | > loss_duration: 2.0160977840423584 (2.1037150684155907) | > loss_1: 31.692712783813477 (31.6087031113474) | > grad_norm_1: tensor(91.8122, device='cuda:0') (tensor(79.0713, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.3486 (0.3564505702570865) | > loader_time: 0.0034 (0.00319462073476691)  --> TIME: 2024-06-11 10:56:56 -- STEP: 44/330 -- GLOBAL_STEP: 236875 | > loss_disc: 2.3270678520202637 (2.3461064858870064) | > loss_disc_real_0: 0.08843474835157394 (0.10926138711246577) | > loss_disc_real_1: 0.14519906044006348 (0.20352503284811974) | > loss_disc_real_2: 0.22261841595172882 (0.2104838951067491) | > loss_disc_real_3: 0.2223484069108963 (0.2265268052843484) | > loss_disc_real_4: 0.23694492876529694 (0.22815560041503472) | > loss_disc_real_5: 0.2414783090353012 (0.21959138932553204) | > loss_0: 2.3270678520202637 (2.3461064858870064) | > grad_norm_0: tensor(11.4547, device='cuda:0') (tensor(7.4536, device='cuda:0')) | > loss_gen: 2.50063157081604 (2.491407432339408) | > loss_kl: 1.8619630336761475 (1.8686660907485269) | > loss_feat: 6.899440288543701 (7.004833286458796) | > loss_mel: 18.54960823059082 (18.278977784243498) | > loss_duration: 1.9490469694137573 (2.048240374435079) | > loss_1: 31.760690689086914 (31.692125190388072) | > grad_norm_1: tensor(109.6452, device='cuda:0') (tensor(73.4542, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.3543 (0.3571650385856629) | > loader_time: 0.0032 (0.0032829154621471057)  --> TIME: 2024-06-11 10:57:05 -- STEP: 69/330 -- GLOBAL_STEP: 236900 | > loss_disc: 2.3499515056610107 (2.3509345711141383) | > loss_disc_real_0: 0.09490470588207245 (0.11232721870360168) | > loss_disc_real_1: 0.18661010265350342 (0.20154126312421716) | > loss_disc_real_2: 0.2404104620218277 (0.21128678300242493) | > loss_disc_real_3: 0.2226887047290802 (0.22762114003948541) | > loss_disc_real_4: 0.20642304420471191 (0.22855548042318094) | > loss_disc_real_5: 0.19979538023471832 (0.22005477266899054) | > loss_0: 2.3499515056610107 (2.3509345711141383) | > grad_norm_0: tensor(16.0564, device='cuda:0') (tensor(8.0257, device='cuda:0')) | > loss_gen: 2.540593385696411 (2.475830537685449) | > loss_kl: 1.7146152257919312 (1.879157923269963) | > loss_feat: 7.751039028167725 (6.992400563281516) | > loss_mel: 17.73723793029785 (18.149287762849227) | > loss_duration: 1.9515326023101807 (2.030316760574563) | > loss_1: 31.695018768310547 (31.52699351656264) | > grad_norm_1: tensor(200.5366, device='cuda:0') (tensor(75.8883, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.3758 (0.35906443043031555) | > loader_time: 0.0033 (0.0033762524093406787)  --> TIME: 2024-06-11 10:57:15 -- STEP: 94/330 -- GLOBAL_STEP: 236925 | > loss_disc: 2.33671498298645 (2.345320237443801) | > loss_disc_real_0: 0.09957113862037659 (0.11261165538366805) | > loss_disc_real_1: 0.23364146053791046 (0.19961781133996678) | > loss_disc_real_2: 0.19561704993247986 (0.21232600288188203) | > loss_disc_real_3: 0.22892999649047852 (0.22724541768114617) | > loss_disc_real_4: 0.22214670479297638 (0.2287492831336691) | > loss_disc_real_5: 0.19577111303806305 (0.21934926414743383) | > loss_0: 2.33671498298645 (2.345320237443801) | > grad_norm_0: tensor(8.8465, device='cuda:0') (tensor(8.4358, device='cuda:0')) | > loss_gen: 2.5223488807678223 (2.4810447236324875) | > loss_kl: 1.801812767982483 (1.8832228957338537) | > loss_feat: 7.207018852233887 (7.032746370802534) | > loss_mel: 18.519975662231445 (18.107015893814406) | > loss_duration: 2.0522825717926025 (2.0244764533448736) | > loss_1: 32.10343933105469 (31.52850621811887) | > grad_norm_1: tensor(41.4760, device='cuda:0') (tensor(80.9021, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.3796 (0.3611149914721225) | > loader_time: 0.0044 (0.003469847618265355)  --> TIME: 2024-06-11 10:57:24 -- STEP: 119/330 -- GLOBAL_STEP: 236950 | > loss_disc: 2.312687635421753 (2.3481860882093906) | > loss_disc_real_0: 0.11897189915180206 (0.11256442763725248) | > loss_disc_real_1: 0.21165874600410461 (0.19965728341030473) | > loss_disc_real_2: 0.19171689450740814 (0.2121987069855217) | > loss_disc_real_3: 0.19693291187286377 (0.22836223219623084) | > loss_disc_real_4: 0.20948855578899384 (0.22901467240157247) | > loss_disc_real_5: 0.20926526188850403 (0.21997857331728735) | > loss_0: 2.312687635421753 (2.3481860882093906) | > grad_norm_0: tensor(6.4897, device='cuda:0') (tensor(8.9890, device='cuda:0')) | > loss_gen: 2.427736520767212 (2.4764677917256073) | > loss_kl: 1.8583256006240845 (1.890360713005066) | > loss_feat: 7.7609968185424805 (7.039980427557681) | > loss_mel: 17.82364845275879 (18.062243549763647) | > loss_duration: 1.9947998523712158 (2.0236925948567763) | > loss_1: 31.865507125854492 (31.492745054870092) | > grad_norm_1: tensor(159.0514, device='cuda:0') (tensor(95.4423, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.3946 (0.3656502771778267) | > loader_time: 0.0049 (0.0036350358434084082)  --> TIME: 2024-06-11 10:57:34 -- STEP: 144/330 -- GLOBAL_STEP: 236975 | > loss_disc: 2.468376874923706 (2.3517522927787553) | > loss_disc_real_0: 0.11169537156820297 (0.11246538633066747) | > loss_disc_real_1: 0.1837378889322281 (0.19894170492059654) | > loss_disc_real_2: 0.2025340348482132 (0.21333302733384898) | > loss_disc_real_3: 0.24163252115249634 (0.2285929729955064) | > loss_disc_real_4: 0.22823090851306915 (0.22893880762987667) | > loss_disc_real_5: 0.18923942744731903 (0.22075656553109488) | > loss_0: 2.468376874923706 (2.3517522927787553) | > grad_norm_0: tensor(10.8194, device='cuda:0') (tensor(10.3659, device='cuda:0')) | > loss_gen: 2.4466755390167236 (2.475829331411256) | > loss_kl: 2.0333988666534424 (1.889555008874999) | > loss_feat: 7.18178653717041 (7.03927763303121) | > loss_mel: 18.193342208862305 (18.024153298801835) | > loss_duration: 2.0257186889648438 (2.0277027562260628) | > loss_1: 31.880922317504883 (31.456517974535625) | > grad_norm_1: tensor(385.3571, device='cuda:0') (tensor(119.9068, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.4143 (0.3705944120883942) | > loader_time: 0.0042 (0.0037517299254735312)  --> TIME: 2024-06-11 10:57:44 -- STEP: 169/330 -- GLOBAL_STEP: 237000 | > loss_disc: 2.347461700439453 (2.3534923460356567) | > loss_disc_real_0: 0.14933452010154724 (0.11360725425404204) | > loss_disc_real_1: 0.17031197249889374 (0.1985514377348522) | > loss_disc_real_2: 0.26225098967552185 (0.2137471127086842) | > loss_disc_real_3: 0.24492000043392181 (0.22870432378272332) | > loss_disc_real_4: 0.22376228868961334 (0.22971308345978075) | > loss_disc_real_5: 0.21971282362937927 (0.22075933650047821) | > loss_0: 2.347461700439453 (2.3534923460356567) | > grad_norm_0: tensor(41.6389, device='cuda:0') (tensor(14.2690, device='cuda:0')) | > loss_gen: 2.65130615234375 (2.4819531595918556) | > loss_kl: 1.8335943222045898 (1.8926986709854308) | > loss_feat: 7.211013317108154 (7.035293861253727) | > loss_mel: 18.132080078125 (17.993906032404244) | > loss_duration: 2.0787649154663086 (2.031565846070735) | > loss_1: 31.906757354736328 (31.435417457445133) | > grad_norm_1: tensor(408.9734, device='cuda:0') (tensor(153.9227, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.3819 (0.37362881525028385) | > loader_time: 0.0053 (0.0038717554871147202) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_237000.pth  --> TIME: 2024-06-11 10:57:59 -- STEP: 194/330 -- GLOBAL_STEP: 237025 | > loss_disc: 2.3526248931884766 (2.3560806144144104) | > loss_disc_real_0: 0.19367143511772156 (0.11523138364949792) | > loss_disc_real_1: 0.2270718514919281 (0.19985629794831133) | > loss_disc_real_2: 0.2070472240447998 (0.2133391027137176) | > loss_disc_real_3: 0.22393018007278442 (0.22863717722831314) | > loss_disc_real_4: 0.21733231842517853 (0.22908711287471437) | > loss_disc_real_5: 0.21063221991062164 (0.2208566257019633) | > loss_0: 2.3526248931884766 (2.3560806144144104) | > grad_norm_0: tensor(22.8243, device='cuda:0') (tensor(18.1567, device='cuda:0')) | > loss_gen: 2.541562795639038 (2.4883987461168755) | > loss_kl: 1.9569978713989258 (1.899345971874355) | > loss_feat: 7.043668270111084 (7.0440642268387315) | > loss_mel: 18.212072372436523 (17.965713776263993) | > loss_duration: 2.0681862831115723 (2.038337350506142) | > loss_1: 31.822486877441406 (31.43585994563152) | > grad_norm_1: tensor(187.9150, device='cuda:0') (tensor(180.0162, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.395 (0.37661635384117204) | > loader_time: 0.0047 (0.003992492390662126)  --> TIME: 2024-06-11 10:58:09 -- STEP: 219/330 -- GLOBAL_STEP: 237050 | > loss_disc: 2.4121861457824707 (2.356679991500018) | > loss_disc_real_0: 0.14458665251731873 (0.11669895432243065) | > loss_disc_real_1: 0.249212846159935 (0.199900627340356) | > loss_disc_real_2: 0.20020638406276703 (0.213166838639403) | > loss_disc_real_3: 0.2506560683250427 (0.22831587364140166) | > loss_disc_real_4: 0.2280716449022293 (0.22853618608489973) | > loss_disc_real_5: 0.21662940084934235 (0.22041756098401055) | > loss_0: 2.4121861457824707 (2.356679991500018) | > grad_norm_0: tensor(24.7524, device='cuda:0') (tensor(21.0193, device='cuda:0')) | > loss_gen: 2.4495532512664795 (2.4908791426654298) | > loss_kl: 2.084362268447876 (1.90576843366231) | > loss_feat: 7.633995532989502 (7.060216873203783) | > loss_mel: 17.56288719177246 (17.93534966037699) | > loss_duration: 2.105198860168457 (2.0452807053039046) | > loss_1: 31.83599853515625 (31.43749473954989) | > grad_norm_1: tensor(125.5122, device='cuda:0') (tensor(203.3440, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.4036 (0.37886093740593896) | > loader_time: 0.005 (0.004113614287006255)  --> TIME: 2024-06-11 10:58:20 -- STEP: 244/330 -- GLOBAL_STEP: 237075 | > loss_disc: 2.398115634918213 (2.355422075654639) | > loss_disc_real_0: 0.19012385606765747 (0.11727682062898015) | > loss_disc_real_1: 0.22518707811832428 (0.19970403068134046) | > loss_disc_real_2: 0.2156655639410019 (0.21301530521424086) | > loss_disc_real_3: 0.21432916820049286 (0.22823277457815702) | > loss_disc_real_4: 0.22916367650032043 (0.22860425423647537) | > loss_disc_real_5: 0.21069331467151642 (0.22065618426584807) | > loss_0: 2.398115634918213 (2.355422075654639) | > grad_norm_0: tensor(12.0825, device='cuda:0') (tensor(21.9635, device='cuda:0')) | > loss_gen: 2.4514384269714355 (2.491326991651881) | > loss_kl: 1.875041127204895 (1.9086683040759602) | > loss_feat: 6.305544853210449 (7.058947189909513) | > loss_mel: 16.716304779052734 (17.89382243547284) | > loss_duration: 2.0623860359191895 (2.053783363494716) | > loss_1: 29.410715103149414 (31.406548226465944) | > grad_norm_1: tensor(216.0498, device='cuda:0') (tensor(217.8039, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.4277 (0.3825917068074961) | > loader_time: 0.0057 (0.004279851913452147)  --> TIME: 2024-06-11 10:58:31 -- STEP: 269/330 -- GLOBAL_STEP: 237100 | > loss_disc: 2.288562059402466 (2.3549914457540964) | > loss_disc_real_0: 0.159608393907547 (0.11782945741009535) | > loss_disc_real_1: 0.18881280720233917 (0.20021269489841395) | > loss_disc_real_2: 0.21752852201461792 (0.2130946502588052) | > loss_disc_real_3: 0.20949013531208038 (0.22798790137342362) | > loss_disc_real_4: 0.2252570241689682 (0.22837429850961197) | > loss_disc_real_5: 0.20354200899600983 (0.22000091126860294) | > loss_0: 2.288562059402466 (2.3549914457540964) | > grad_norm_0: tensor(32.3467, device='cuda:0') (tensor(22.6201, device='cuda:0')) | > loss_gen: 2.525449514389038 (2.490393034144407) | > loss_kl: 2.0947468280792236 (1.9120759423337461) | > loss_feat: 7.371644973754883 (7.077340602874755) | > loss_mel: 17.217193603515625 (17.868409153254067) | > loss_duration: 2.151914596557617 (2.061571969861877) | > loss_1: 31.360950469970703 (31.409790655937336) | > grad_norm_1: tensor(414.7565, device='cuda:0') (tensor(229.3004, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.4331 (0.38715982259870907) | > loader_time: 0.0066 (0.004439149204239968)  --> TIME: 2024-06-11 10:58:43 -- STEP: 294/330 -- GLOBAL_STEP: 237125 | > loss_disc: 2.4244043827056885 (2.356974160590138) | > loss_disc_real_0: 0.18299351632595062 (0.11837012114218709) | > loss_disc_real_1: 0.1805177628993988 (0.2006568885376665) | > loss_disc_real_2: 0.2377479523420334 (0.21323601485920604) | > loss_disc_real_3: 0.2633327841758728 (0.22801086032877158) | > loss_disc_real_4: 0.22408923506736755 (0.22797057853669536) | > loss_disc_real_5: 0.20591242611408234 (0.22000650934824328) | > loss_0: 2.4244043827056885 (2.356974160590138) | > grad_norm_0: tensor(20.5906, device='cuda:0') (tensor(24.5472, device='cuda:0')) | > loss_gen: 2.5144553184509277 (2.492815155561279) | > loss_kl: 1.9296178817749023 (1.916126316096507) | > loss_feat: 7.468379974365234 (7.096117592182289) | > loss_mel: 17.979534149169922 (17.837037663881482) | > loss_duration: 2.2115976810455322 (2.071034973575955) | > loss_1: 32.10358810424805 (31.413131681429284) | > grad_norm_1: tensor(411.4380, device='cuda:0') (tensor(246.6922, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.467 (0.3926093862170266) | > loader_time: 0.0066 (0.004603500268897231)  --> TIME: 2024-06-11 10:58:56 -- STEP: 319/330 -- GLOBAL_STEP: 237150 | > loss_disc: 2.30666184425354 (2.3523101702005498) | > loss_disc_real_0: 0.08709314465522766 (0.1186912602695365) | > loss_disc_real_1: 0.20623555779457092 (0.20103977620601662) | > loss_disc_real_2: 0.17846961319446564 (0.212647022171454) | > loss_disc_real_3: 0.2211465835571289 (0.22728153479323487) | > loss_disc_real_4: 0.22580309212207794 (0.22731710727498822) | > loss_disc_real_5: 0.21859906613826752 (0.21900268581033128) | > loss_0: 2.30666184425354 (2.3523101702005498) | > grad_norm_0: tensor(14.1274, device='cuda:0') (tensor(26.1478, device='cuda:0')) | > loss_gen: 2.558091640472412 (2.5031338350899923) | > loss_kl: 1.8282876014709473 (1.9195918719222926) | > loss_feat: 9.104349136352539 (7.148771520692353) | > loss_mel: 17.931528091430664 (17.799541509263584) | > loss_duration: 2.2768630981445312 (2.0845295639247348) | > loss_1: 33.699119567871094 (31.45556827174459) | > grad_norm_1: tensor(449.6617, device='cuda:0') (tensor(263.4757, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.5885 (0.40189933702116126) | > loader_time: 0.0087 (0.004812641203590322)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.219815969467163 (2.219815969467163) | > loss_disc_real_0: 0.06844186037778854 (0.06844186037778854) | > loss_disc_real_1: 0.3166894018650055 (0.3166894018650055) | > loss_disc_real_2: 0.32588350772857666 (0.32588350772857666) | > loss_disc_real_3: 0.22871951758861542 (0.22871951758861542) | > loss_disc_real_4: 0.24059392511844635 (0.24059392511844635) | > loss_disc_real_5: 0.17420944571495056 (0.17420944571495056) | > loss_0: 2.219815969467163 (2.219815969467163) | > loss_gen: 2.999812602996826 (2.999812602996826) | > loss_kl: 1.5934525728225708 (1.5934525728225708) | > loss_feat: 7.89249324798584 (7.89249324798584) | > loss_mel: 18.48982048034668 (18.48982048034668) | > loss_duration: 2.9164116382598877 (2.9164116382598877) | > loss_1: 33.891990661621094 (33.891990661621094)  --> STEP: 1 | > loss_disc: 1.8225010633468628 (1.8225010633468628) | > loss_disc_real_0: 0.03612430393695831 (0.03612430393695831) | > loss_disc_real_1: 0.15632519125938416 (0.15632519125938416) | > loss_disc_real_2: 0.2296796441078186 (0.2296796441078186) | > loss_disc_real_3: 0.2209833562374115 (0.2209833562374115) | > loss_disc_real_4: 0.19744233787059784 (0.19744233787059784) | > loss_disc_real_5: 0.18454048037528992 (0.18454048037528992) | > loss_0: 1.8225010633468628 (1.8225010633468628) | > loss_gen: 3.086528778076172 (3.086528778076172) | > loss_kl: 3.06913685798645 (3.06913685798645) | > loss_feat: 7.565747261047363 (7.565747261047363) | > loss_mel: 20.542211532592773 (20.542211532592773) | > loss_duration: 2.459153175354004 (2.459153175354004) | > loss_1: 36.7227783203125 (36.7227783203125)  --> STEP: 2 | > loss_disc: 2.4726600646972656 (2.147580564022064) | > loss_disc_real_0: 0.12303154170513153 (0.07957792282104492) | > loss_disc_real_1: 0.21464356780052185 (0.185484379529953) | > loss_disc_real_2: 0.24694085121154785 (0.23831024765968323) | > loss_disc_real_3: 0.257142037153244 (0.23906269669532776) | > loss_disc_real_4: 0.30990922451019287 (0.25367578119039536) | > loss_disc_real_5: 0.2766270935535431 (0.2305837869644165) | > loss_0: 2.4726600646972656 (2.147580564022064) | > loss_gen: 2.5355660915374756 (2.8110474348068237) | > loss_kl: 3.1986653804779053 (3.1339011192321777) | > loss_feat: 6.337703227996826 (6.951725244522095) | > loss_mel: 18.30516815185547 (19.42368984222412) | > loss_duration: 2.4835453033447266 (2.4713492393493652) | > loss_1: 32.86064910888672 (34.79171371459961)  --> STEP: 3 | > loss_disc: 2.242033004760742 (2.179064710934957) | > loss_disc_real_0: 0.18360719084739685 (0.11425434549649556) | > loss_disc_real_1: 0.1645096093416214 (0.1784927894671758) | > loss_disc_real_2: 0.27775102853775024 (0.2514571746190389) | > loss_disc_real_3: 0.1497318297624588 (0.20928574105103812) | > loss_disc_real_4: 0.12907952070236206 (0.21214369436105093) | > loss_disc_real_5: 0.13593076169490814 (0.19903277854124704) | > loss_0: 2.242033004760742 (2.179064710934957) | > loss_gen: 2.6333024501800537 (2.7517991065979004) | > loss_kl: 3.4838247299194336 (3.250542322794596) | > loss_feat: 9.362580299377441 (7.755343596140544) | > loss_mel: 19.34718132019043 (19.398187001546223) | > loss_duration: 2.315164089202881 (2.4192875226338706) | > loss_1: 37.142051696777344 (35.57515970865885)  --> STEP: 4 | > loss_disc: 2.319749593734741 (2.214235931634903) | > loss_disc_real_0: 0.17959901690483093 (0.1305905133485794) | > loss_disc_real_1: 0.21606223285198212 (0.18788515031337738) | > loss_disc_real_2: 0.24723723530769348 (0.25040218979120255) | > loss_disc_real_3: 0.20149432122707367 (0.207337886095047) | > loss_disc_real_4: 0.20128580927848816 (0.20942922309041023) | > loss_disc_real_5: 0.18608541786670685 (0.195795938372612) | > loss_0: 2.319749593734741 (2.214235931634903) | > loss_gen: 2.6562204360961914 (2.727904438972473) | > loss_kl: 3.1315603256225586 (3.220796823501587) | > loss_feat: 9.838391304016113 (8.276105523109436) | > loss_mel: 18.385581970214844 (19.14503574371338) | > loss_duration: 2.326415538787842 (2.3960695266723633) | > loss_1: 36.33816909790039 (35.76591205596924)  --> STEP: 5 | > loss_disc: 2.432309865951538 (2.25785071849823) | > loss_disc_real_0: 0.15370196104049683 (0.13521280288696289) | > loss_disc_real_1: 0.18391112983226776 (0.18709034621715545) | > loss_disc_real_2: 0.26357942819595337 (0.2530376374721527) | > loss_disc_real_3: 0.23839439451694489 (0.21354918777942658) | > loss_disc_real_4: 0.26694178581237793 (0.22093173563480378) | > loss_disc_real_5: 0.3069917857646942 (0.21803510785102845) | > loss_0: 2.432309865951538 (2.25785071849823) | > loss_gen: 2.731031894683838 (2.728529930114746) | > loss_kl: 2.3316988945007324 (3.042977237701416) | > loss_feat: 6.326745510101318 (7.886233520507813) | > loss_mel: 18.72583770751953 (19.06119613647461) | > loss_duration: 2.3678486347198486 (2.3904253482818603) | > loss_1: 32.48316192626953 (35.109362030029295)  --> STEP: 6 | > loss_disc: 2.3869991302490234 (2.279375453790029) | > loss_disc_real_0: 0.19174650311470032 (0.14463508625825247) | > loss_disc_real_1: 0.20655497908592224 (0.19033445169528326) | > loss_disc_real_2: 0.3448374271392822 (0.2683376024166743) | > loss_disc_real_3: 0.26585227251052856 (0.22226636856794357) | > loss_disc_real_4: 0.3250758647918701 (0.23828909049431482) | > loss_disc_real_5: 0.22381553053855896 (0.21899851163228354) | > loss_0: 2.3869991302490234 (2.279375453790029) | > loss_gen: 2.9442567825317383 (2.764484405517578) | > loss_kl: 2.2178521156311035 (2.9054563840230307) | > loss_feat: 5.026662826538086 (7.409638404846191) | > loss_mel: 18.334697723388672 (18.940113067626953) | > loss_duration: 2.129348039627075 (2.346912463506063) | > loss_1: 30.652816772460938 (34.366604487101235)  --> STEP: 7 | > loss_disc: 2.3837993144989014 (2.294293148177011) | > loss_disc_real_0: 0.1275467425584793 (0.14219389430114202) | > loss_disc_real_1: 0.298794686794281 (0.20582877099514008) | > loss_disc_real_2: 0.3177340030670166 (0.2753942310810089) | > loss_disc_real_3: 0.2916838228702545 (0.232183147753988) | > loss_disc_real_4: 0.2661416530609131 (0.24226802800382888) | > loss_disc_real_5: 0.2583587169647217 (0.2246213981083461) | > loss_0: 2.3837993144989014 (2.294293148177011) | > loss_gen: 3.068793773651123 (2.807957172393799) | > loss_kl: 3.9350922107696533 (3.0525472164154053) | > loss_feat: 5.965981483459473 (7.203401701790946) | > loss_mel: 18.718900680541992 (18.908511298043386) | > loss_duration: 2.5516419410705566 (2.376159531729562) | > loss_1: 34.24040985107422 (34.34857668195452)  --> STEP: 8 | > loss_disc: 2.151775598526001 (2.2764784544706345) | > loss_disc_real_0: 0.22788116335868835 (0.1529048029333353) | > loss_disc_real_1: 0.1411154866218567 (0.19773961044847965) | > loss_disc_real_2: 0.22681313753128052 (0.26932159438729286) | > loss_disc_real_3: 0.22770990431308746 (0.23162399232387543) | > loss_disc_real_4: 0.1275303214788437 (0.22792581468820572) | > loss_disc_real_5: 0.11891358345746994 (0.2114079212769866) | > loss_0: 2.151775598526001 (2.2764784544706345) | > loss_gen: 2.869345188140869 (2.8156306743621826) | > loss_kl: 3.1102542877197266 (3.0597606003284454) | > loss_feat: 10.936075210571289 (7.669985890388489) | > loss_mel: 20.941682815551758 (19.162657737731934) | > loss_duration: 2.2265632152557373 (2.357459992170334) | > loss_1: 40.08392333984375 (35.065495014190674)  --> STEP: 9 | > loss_disc: 2.319444417953491 (2.281252450413174) | > loss_disc_real_0: 0.23398970067501068 (0.16191423601574367) | > loss_disc_real_1: 0.23017072677612305 (0.2013430678182178) | > loss_disc_real_2: 0.26617249846458435 (0.26897169484032524) | > loss_disc_real_3: 0.18545351922512054 (0.2264939397573471) | > loss_disc_real_4: 0.2613464891910553 (0.23163922296630013) | > loss_disc_real_5: 0.1553443968296051 (0.2051786407828331) | > loss_0: 2.319444417953491 (2.281252450413174) | > loss_gen: 2.8006560802459717 (2.8139668305714927) | > loss_kl: 2.3523998260498047 (2.98116495874193) | > loss_feat: 9.005341529846191 (7.818358739217122) | > loss_mel: 18.637977600097656 (19.104359944661457) | > loss_duration: 2.1802217960357666 (2.337766859266493) | > loss_1: 34.97659683227539 (35.05561743842231)  --> STEP: 10 | > loss_disc: 2.26595401763916 (2.279722607135773) | > loss_disc_real_0: 0.15394768118858337 (0.16111758053302766) | > loss_disc_real_1: 0.1887432187795639 (0.20008308291435242) | > loss_disc_real_2: 0.25180941820144653 (0.2672554671764374) | > loss_disc_real_3: 0.24214375019073486 (0.22805892080068588) | > loss_disc_real_4: 0.24932749569416046 (0.23340805023908615) | > loss_disc_real_5: 0.20031894743442535 (0.20469267144799233) | > loss_0: 2.26595401763916 (2.279722607135773) | > loss_gen: 3.0632667541503906 (2.8388968229293825) | > loss_kl: 2.9911015033721924 (2.9821586132049562) | > loss_feat: 8.218223571777344 (7.858345222473145) | > loss_mel: 19.64089584350586 (19.158013534545898) | > loss_duration: 2.3909096717834473 (2.3430811405181884) | > loss_1: 36.30439758300781 (35.18049545288086)  --> STEP: 11 | > loss_disc: 2.337761402130127 (2.2849988612261685) | > loss_disc_real_0: 0.09974260628223419 (0.15553803741931915) | > loss_disc_real_1: 0.19533225893974304 (0.19965118982575156) | > loss_disc_real_2: 0.26997309923171997 (0.26750252463600854) | > loss_disc_real_3: 0.20139656960964203 (0.22563507069240918) | > loss_disc_real_4: 0.22319284081459045 (0.23247939483685928) | > loss_disc_real_5: 0.2165665328502655 (0.20577211339365353) | > loss_0: 2.337761402130127 (2.2849988612261685) | > loss_gen: 2.3325517177581787 (2.792865449732) | > loss_kl: 2.740178108215332 (2.9601603854786265) | > loss_feat: 7.7650041580200195 (7.849859671159224) | > loss_mel: 19.089942932128906 (19.151825297962535) | > loss_duration: 2.4377951622009277 (2.3516915061257104) | > loss_1: 34.36547088623047 (35.106402310458094)  --> STEP: 12 | > loss_disc: 2.4889183044433594 (2.3019921481609344) | > loss_disc_real_0: 0.15452122688293457 (0.15545330320795378) | > loss_disc_real_1: 0.24774514138698578 (0.20365901912252107) | > loss_disc_real_2: 0.3215535581111908 (0.272006777425607) | > loss_disc_real_3: 0.24687419831752777 (0.2274049979945024) | > loss_disc_real_4: 0.2362385392189026 (0.2327926568686962) | > loss_disc_real_5: 0.2141530066728592 (0.20647052116692066) | > loss_0: 2.4889183044433594 (2.3019921481609344) | > loss_gen: 2.2864251136779785 (2.750662088394165) | > loss_kl: 3.0182089805603027 (2.9649977684020996) | > loss_feat: 6.070089340209961 (7.701545476913452) | > loss_mel: 16.993648529052734 (18.97197723388672) | > loss_duration: 2.249863624572754 (2.343205849329631) | > loss_1: 30.618236541748047 (34.732388496398926)  --> STEP: 13 | > loss_disc: 2.6014530658721924 (2.3250276033694925) | > loss_disc_real_0: 0.14149796962738037 (0.1543798160094481) | > loss_disc_real_1: 0.27901822328567505 (0.20945588098122522) | > loss_disc_real_2: 0.3119986653327942 (0.27508307649539065) | > loss_disc_real_3: 0.2826394736766815 (0.23165380381620848) | > loss_disc_real_4: 0.27020975947380066 (0.2356708955306273) | > loss_disc_real_5: 0.2342810332775116 (0.20860979132927382) | > loss_0: 2.6014530658721924 (2.3250276033694925) | > loss_gen: 2.3949496746063232 (2.7232995950258694) | > loss_kl: 3.0779590606689453 (2.9736870985764723) | > loss_feat: 7.764143466949463 (7.7063607069162225) | > loss_mel: 19.357135772705078 (19.001604813795822) | > loss_duration: 2.2429027557373047 (2.335490226745606) | > loss_1: 34.83708953857422 (34.7404424227201)  --> STEP: 14 | > loss_disc: 2.4100284576416016 (2.3310990929603577) | > loss_disc_real_0: 0.14389070868492126 (0.15363059405769622) | > loss_disc_real_1: 0.19869031012058258 (0.20868691163403646) | > loss_disc_real_2: 0.20376786589622498 (0.26998913288116455) | > loss_disc_real_3: 0.2505062520503998 (0.23300040726150786) | > loss_disc_real_4: 0.2595826983451843 (0.23737888144595282) | > loss_disc_real_5: 0.19204266369342804 (0.20742642506957054) | > loss_0: 2.4100284576416016 (2.3310990929603577) | > loss_gen: 2.221067190170288 (2.6874258518218994) | > loss_kl: 3.2660627365112305 (2.9945710727146695) | > loss_feat: 6.161493301391602 (7.596013035093035) | > loss_mel: 18.081586837768555 (18.93588924407959) | > loss_duration: 2.3724825382232666 (2.338132534708296) | > loss_1: 32.10269546508789 (34.55203192574637)  --> STEP: 15 | > loss_disc: 2.3306000232696533 (2.331065821647644) | > loss_disc_real_0: 0.29846301674842834 (0.16328608890374502) | > loss_disc_real_1: 0.1970016360282898 (0.20790789326032003) | > loss_disc_real_2: 0.2426060438156128 (0.26816359361012776) | > loss_disc_real_3: 0.193877711892128 (0.23039222757021585) | > loss_disc_real_4: 0.20643861591815948 (0.23531619707743326) | > loss_disc_real_5: 0.15249353647232056 (0.20376423249642053) | > loss_0: 2.3306000232696533 (2.331065821647644) | > loss_gen: 2.6164097785949707 (2.682691446940104) | > loss_kl: 3.4539880752563477 (3.0251988728841144) | > loss_feat: 10.427799224853516 (7.784798781077067) | > loss_mel: 18.93358039855957 (18.935735321044923) | > loss_duration: 2.308176040649414 (2.3361354351043704) | > loss_1: 37.739952087402344 (34.76455993652344)  --> STEP: 16 | > loss_disc: 2.5325613021850586 (2.3436592891812325) | > loss_disc_real_0: 0.25497326254844666 (0.16901653725653887) | > loss_disc_real_1: 0.2319936454296112 (0.20941325277090073) | > loss_disc_real_2: 0.3680514991283417 (0.27440658770501614) | > loss_disc_real_3: 0.2573874294757843 (0.2320794276893139) | > loss_disc_real_4: 0.297709584236145 (0.23921578377485275) | > loss_disc_real_5: 0.19899332523345947 (0.20346605079248548) | > loss_0: 2.5325613021850586 (2.3436592891812325) | > loss_gen: 2.8158042430877686 (2.691010996699333) | > loss_kl: 2.7340850830078125 (3.0070042610168457) | > loss_feat: 7.767984390258789 (7.783747881650925) | > loss_mel: 18.552337646484375 (18.911772966384888) | > loss_duration: 2.3753013610839844 (2.3385833054780965) | > loss_1: 34.245513916015625 (34.7321195602417)  --> STEP: 17 | > loss_disc: 2.2773849964141846 (2.339760801371406) | > loss_disc_real_0: 0.14569629728794098 (0.16764475843485663) | > loss_disc_real_1: 0.20894239842891693 (0.20938555545666637) | > loss_disc_real_2: 0.2811726927757263 (0.27480459388564615) | > loss_disc_real_3: 0.22736451029777527 (0.2318020796074587) | > loss_disc_real_4: 0.194692462682724 (0.23659676488708048) | > loss_disc_real_5: 0.17780087888240814 (0.20195633479777506) | > loss_0: 2.2773849964141846 (2.339760801371406) | > loss_gen: 2.624082326889038 (2.687074016122257) | > loss_kl: 2.128390312194824 (2.955321087556727) | > loss_feat: 6.858822345733643 (7.729340497185202) | > loss_mel: 17.03706932067871 (18.801496281343347) | > loss_duration: 2.425488233566284 (2.343695360071519) | > loss_1: 31.0738525390625 (34.516927382525274)  --> STEP: 18 | > loss_disc: 2.17168927192688 (2.3304234941800437) | > loss_disc_real_0: 0.18585121631622314 (0.16865622831715477) | > loss_disc_real_1: 0.20132054388523102 (0.2089374992582533) | > loss_disc_real_2: 0.28473252058029175 (0.275356145368682) | > loss_disc_real_3: 0.20997419953346252 (0.23058941960334778) | > loss_disc_real_4: 0.1649312824010849 (0.23261534919341406) | > loss_disc_real_5: 0.15038779377937317 (0.19909141585230827) | > loss_0: 2.17168927192688 (2.3304234941800437) | > loss_gen: 2.91300892829895 (2.6996259556876288) | > loss_kl: 2.704998016357422 (2.9414142502678766) | > loss_feat: 8.618521690368652 (7.7787394523620605) | > loss_mel: 18.90704345703125 (18.807360013326008) | > loss_duration: 2.2446393966674805 (2.338192250993517) | > loss_1: 35.388214111328125 (34.5653322007921)  --> STEP: 19 | > loss_disc: 2.6641249656677246 (2.3479867295215002) | > loss_disc_real_0: 0.24720942974090576 (0.17279060733945747) | > loss_disc_real_1: 0.2161155790090561 (0.2093152929293482) | > loss_disc_real_2: 0.2400774210691452 (0.2734993704055485) | > loss_disc_real_3: 0.2122318595647812 (0.2296232322328969) | > loss_disc_real_4: 0.24232779443264008 (0.23312653052179436) | > loss_disc_real_5: 0.2226298749446869 (0.2003302821203282) | > loss_0: 2.6641249656677246 (2.3479867295215002) | > loss_gen: 2.1232986450195312 (2.6692929393366764) | > loss_kl: 2.0813498497009277 (2.896147702869616) | > loss_feat: 5.54473352432251 (7.661160192991558) | > loss_mel: 16.09187126159668 (18.664439552708675) | > loss_duration: 2.309242010116577 (2.3366685541052568) | > loss_1: 28.150495529174805 (34.227709218075404)  --> STEP: 20 | > loss_disc: 2.6481473445892334 (2.3629947602748866) | > loss_disc_real_0: 0.2904432415962219 (0.1786732390522957) | > loss_disc_real_1: 0.24421297013759613 (0.21106017678976058) | > loss_disc_real_2: 0.3632473051548004 (0.27798676714301107) | > loss_disc_real_3: 0.29120659828186035 (0.23270240053534508) | > loss_disc_real_4: 0.30567705631256104 (0.2367540568113327) | > loss_disc_real_5: 0.2786930501461029 (0.20424842052161693) | > loss_0: 2.6481473445892334 (2.3629947602748866) | > loss_gen: 2.7233529090881348 (2.6719959378242493) | > loss_kl: 1.9928858280181885 (2.8509846091270448) | > loss_feat: 5.599852561950684 (7.558094811439514) | > loss_mel: 18.881267547607422 (18.675280952453612) | > loss_duration: 2.280268430709839 (2.333848547935486) | > loss_1: 31.47762680053711 (34.090205097198485)  --> STEP: 21 | > loss_disc: 2.143709897994995 (2.352552623975844) | > loss_disc_real_0: 0.13820911943912506 (0.1767463762135733) | > loss_disc_real_1: 0.17608337104320526 (0.2093946146113532) | > loss_disc_real_2: 0.22539204359054565 (0.2754822564976556) | > loss_disc_real_3: 0.12447849661111832 (0.2275488813008581) | > loss_disc_real_4: 0.16087205708026886 (0.23314062825271062) | > loss_disc_real_5: 0.11489486694335938 (0.19999348939884276) | > loss_0: 2.143709897994995 (2.352552623975844) | > loss_gen: 2.3682777881622314 (2.6575331687927246) | > loss_kl: 2.1276397705078125 (2.816539616811843) | > loss_feat: 7.485604286193848 (7.554642881665911) | > loss_mel: 17.37969207763672 (18.613586244129) | > loss_duration: 2.1630654335021973 (2.325716018676758) | > loss_1: 31.52427864074707 (33.968018123081755)  --> STEP: 22 | > loss_disc: 2.5907135009765625 (2.3633781183849676) | > loss_disc_real_0: 0.13690772652626038 (0.17493552850051364) | > loss_disc_real_1: 0.20018430054187775 (0.20897596397183157) | > loss_disc_real_2: 0.26218605041503906 (0.27487788349390035) | > loss_disc_real_3: 0.18891482055187225 (0.22579278763044963) | > loss_disc_real_4: 0.248918816447258 (0.23385781862519003) | > loss_disc_real_5: 0.21109849214553833 (0.2004982622509653) | > loss_0: 2.5907135009765625 (2.3633781183849676) | > loss_gen: 2.041428804397583 (2.629528424956582) | > loss_kl: 2.0212533473968506 (2.7803902409293433) | > loss_feat: 5.167045593261719 (7.446115732192993) | > loss_mel: 14.413135528564453 (18.422656666148793) | > loss_duration: 2.20164155960083 (2.320076270536943) | > loss_1: 25.844505310058594 (33.598767540671616)  --> STEP: 23 | > loss_disc: 2.481816053390503 (2.368527593819991) | > loss_disc_real_0: 0.15587204694747925 (0.17410668147646866) | > loss_disc_real_1: 0.22373445332050323 (0.20961763742177383) | > loss_disc_real_2: 0.29715579748153687 (0.2758464884498845) | > loss_disc_real_3: 0.20383530855178833 (0.22483811462702957) | > loss_disc_real_4: 0.19335024058818817 (0.232096619580103) | > loss_disc_real_5: 0.1706864982843399 (0.19920209860024246) | > loss_0: 2.481816053390503 (2.368527593819991) | > loss_gen: 2.38335919380188 (2.618825414906378) | > loss_kl: 2.8063220977783203 (2.7815177129662554) | > loss_feat: 6.806029796600342 (7.418285908906356) | > loss_mel: 18.31365394592285 (18.417917417443316) | > loss_duration: 2.259737253189087 (2.3174528350000796) | > loss_1: 32.5691032409668 (33.553999527640975)  --> STEP: 24 | > loss_disc: 2.5573596954345703 (2.3763955980539317) | > loss_disc_real_0: 0.26545900106430054 (0.17791302812596166) | > loss_disc_real_1: 0.22326256334781647 (0.2101861760020256) | > loss_disc_real_2: 0.300841361284256 (0.27688794148465) | > loss_disc_real_3: 0.2409197986125946 (0.22550818479309478) | > loss_disc_real_4: 0.29829850792884827 (0.23485503159463406) | > loss_disc_real_5: 0.25829195976257324 (0.2016641761486729) | > loss_0: 2.5573596954345703 (2.3763955980539317) | > loss_gen: 2.7224533557891846 (2.623143245776495) | > loss_kl: 2.554516315460205 (2.7720593214035034) | > loss_feat: 5.0925703048706055 (7.321381092071533) | > loss_mel: 18.59554672241211 (18.425318638483684) | > loss_duration: 2.45727276802063 (2.3232786655426025) | > loss_1: 31.422361373901367 (33.46518127123516)  --> STEP: 25 | > loss_disc: 2.4361343383789062 (2.3787851476669304) | > loss_disc_real_0: 0.17069858312606812 (0.1776244503259659) | > loss_disc_real_1: 0.16594474017620087 (0.20841651856899263) | > loss_disc_real_2: 0.27536123991012573 (0.27682687342166906) | > loss_disc_real_3: 0.24487654864788055 (0.22628291934728623) | > loss_disc_real_4: 0.24768486618995667 (0.23536822497844695) | > loss_disc_real_5: 0.2015138566493988 (0.20165816336870193) | > loss_0: 2.4361343383789062 (2.3787851476669304) | > loss_gen: 2.549551248550415 (2.620199565887452) | > loss_kl: 2.884598731994629 (2.7765608978271485) | > loss_feat: 7.6182050704956055 (7.333254051208496) | > loss_mel: 17.203134536743164 (18.376431274414063) | > loss_duration: 2.3453993797302246 (2.3241634941101075) | > loss_1: 32.600887298583984 (33.43060951232911)  --> STEP: 26 | > loss_disc: 2.868645668029785 (2.3976259369116555) | > loss_disc_real_0: 0.2901076078414917 (0.1819507256150246) | > loss_disc_real_1: 0.2552798390388489 (0.2102189539716794) | > loss_disc_real_2: 0.34935370087623596 (0.27961636678530627) | > loss_disc_real_3: 0.1997900903224945 (0.22526396438479424) | > loss_disc_real_4: 0.21727241575717926 (0.23467223231609052) | > loss_disc_real_5: 0.29221299290657043 (0.20514104142785072) | > loss_0: 2.868645668029785 (2.3976259369116555) | > loss_gen: 2.0278682708740234 (2.59741759300232) | > loss_kl: 2.0818934440612793 (2.7498429188361535) | > loss_feat: 7.605029106140137 (7.343706937936636) | > loss_mel: 9.24406623840332 (18.025186465336727) | > loss_duration: 2.279906749725342 (2.3224613116337705) | > loss_1: 23.2387638092041 (33.0386154468243) --> EVAL PERFORMANCE | > avg_loader_time: 0.002544934933002178 (+0.0001516617261446431) | > avg_loss_disc: 2.3976259369116555 (-0.04672001416866678) | > avg_loss_disc_real_0: 0.1819507256150246 (+0.07881539314985278) | > avg_loss_disc_real_1: 0.2102189539716794 (+0.019259551110175938) | > avg_loss_disc_real_2: 0.27961636678530627 (+0.07120536497006058) | > avg_loss_disc_real_3: 0.22526396438479424 (+0.004176128082550495) | > avg_loss_disc_real_4: 0.23467223231609052 (+0.041212048381567) | > avg_loss_disc_real_5: 0.20514104142785072 (-0.023924250155687332) | > avg_loss_0: 2.3976259369116555 (-0.04672001416866678) | > avg_loss_gen: 2.59741759300232 (+0.4703717781947221) | > avg_loss_kl: 2.7498429188361535 (+0.047706599418933404) | > avg_loss_feat: 7.343706937936636 (+0.47061775280879115) | > avg_loss_mel: 18.025186465336727 (+0.18161634298471796) | > avg_loss_duration: 2.3224613116337705 (+0.009426364531884168) | > avg_loss_1: 33.0386154468243 (+1.1797392918513552)  > EPOCH: 452/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 10:59:23)   --> TIME: 2024-06-11 10:59:29 -- STEP: 14/330 -- GLOBAL_STEP: 237175 | > loss_disc: 2.3272619247436523 (2.295094438961574) | > loss_disc_real_0: 0.14652913808822632 (0.11448525797043528) | > loss_disc_real_1: 0.2050592452287674 (0.18802205898932048) | > loss_disc_real_2: 0.23115184903144836 (0.20675342742885863) | > loss_disc_real_3: 0.25773167610168457 (0.22187864461115428) | > loss_disc_real_4: 0.2324204295873642 (0.2418984536613737) | > loss_disc_real_5: 0.21982619166374207 (0.2223802868809019) | > loss_0: 2.3272619247436523 (2.295094438961574) | > grad_norm_0: tensor(9.1327, device='cuda:0') (tensor(10.6327, device='cuda:0')) | > loss_gen: 2.6189656257629395 (2.556000300816127) | > loss_kl: 1.8363720178604126 (1.8365152818816048) | > loss_feat: 6.787120819091797 (7.155208553586688) | > loss_mel: 16.993160247802734 (18.464587484087264) | > loss_duration: 2.0383670330047607 (2.123077469212668) | > loss_1: 30.273984909057617 (32.135389055524556) | > grad_norm_1: tensor(124.1140, device='cuda:0') (tensor(91.6252, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3528 (0.3766274111611502) | > loader_time: 0.003 (0.00315093994140625)  --> TIME: 2024-06-11 10:59:39 -- STEP: 39/330 -- GLOBAL_STEP: 237200 | > loss_disc: 2.3208913803100586 (2.279222518969805) | > loss_disc_real_0: 0.10781409591436386 (0.11076695051712868) | > loss_disc_real_1: 0.23705965280532837 (0.1940456292568109) | > loss_disc_real_2: 0.2081790715456009 (0.20795015685069254) | > loss_disc_real_3: 0.19931654632091522 (0.22224482282614097) | > loss_disc_real_4: 0.19141435623168945 (0.22643528993313128) | > loss_disc_real_5: 0.16751766204833984 (0.21478829513757658) | > loss_0: 2.3208913803100586 (2.279222518969805) | > grad_norm_0: tensor(6.8764, device='cuda:0') (tensor(9.8721, device='cuda:0')) | > loss_gen: 2.459564208984375 (2.5907217172475967) | > loss_kl: 1.8603721857070923 (1.847294373390002) | > loss_feat: 7.693411827087402 (7.354366339170015) | > loss_mel: 17.35605239868164 (18.182643548036232) | > loss_duration: 2.0434131622314453 (2.057511338820824) | > loss_1: 31.412813186645508 (32.03253750923352) | > grad_norm_1: tensor(68.6141, device='cuda:0') (tensor(89.6545, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.355 (0.3721824914981157) | > loader_time: 0.004 (0.0034884978563357624)  --> TIME: 2024-06-11 10:59:48 -- STEP: 64/330 -- GLOBAL_STEP: 237225 | > loss_disc: 2.3028271198272705 (2.309041030704975) | > loss_disc_real_0: 0.14217698574066162 (0.11334949289448559) | > loss_disc_real_1: 0.22002987563610077 (0.19659930863417685) | > loss_disc_real_2: 0.20733435451984406 (0.20976843871176243) | > loss_disc_real_3: 0.20904047787189484 (0.22452503466047347) | > loss_disc_real_4: 0.20353494584560394 (0.22598102549090981) | > loss_disc_real_5: 0.19872638583183289 (0.21441337699070573) | > loss_0: 2.3028271198272705 (2.309041030704975) | > grad_norm_0: tensor(5.8340, device='cuda:0') (tensor(10.7879, device='cuda:0')) | > loss_gen: 2.5415804386138916 (2.559226080775262) | > loss_kl: 2.188577890396118 (1.869735600426793) | > loss_feat: 7.2640380859375 (7.256567440927029) | > loss_mel: 17.755868911743164 (18.130418241024024) | > loss_duration: 2.005316972732544 (2.034920549020171) | > loss_1: 31.755382537841797 (31.85086795687676) | > grad_norm_1: tensor(109.4482, device='cuda:0') (tensor(109.9118, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3735 (0.3714870512485504) | > loader_time: 0.0043 (0.003644559532403946)  --> TIME: 2024-06-11 10:59:58 -- STEP: 89/330 -- GLOBAL_STEP: 237250 | > loss_disc: 2.2477293014526367 (2.3252987486592844) | > loss_disc_real_0: 0.11666809767484665 (0.11304551748077521) | > loss_disc_real_1: 0.14736498892307281 (0.1975258784682563) | > loss_disc_real_2: 0.18726398050785065 (0.20927532486031564) | > loss_disc_real_3: 0.22546666860580444 (0.22689041378123037) | > loss_disc_real_4: 0.2084544599056244 (0.22760499427827557) | > loss_disc_real_5: 0.20407676696777344 (0.21759834919082985) | > loss_0: 2.2477293014526367 (2.3252987486592844) | > grad_norm_0: tensor(4.4187, device='cuda:0') (tensor(10.9640, device='cuda:0')) | > loss_gen: 2.6697375774383545 (2.5420082794146586) | > loss_kl: 1.7955577373504639 (1.8716927030113306) | > loss_feat: 7.173610687255859 (7.183885536836774) | > loss_mel: 17.99822235107422 (18.104371681641993) | > loss_duration: 2.0297794342041016 (2.0253387769956253) | > loss_1: 31.666908264160156 (31.727297000670703) | > grad_norm_1: tensor(106.0286, device='cuda:0') (tensor(120.5425, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.364 (0.3717339654986778) | > loader_time: 0.0036 (0.003727607512741946)  --> TIME: 2024-06-11 11:00:07 -- STEP: 114/330 -- GLOBAL_STEP: 237275 | > loss_disc: 2.42282772064209 (2.3324403532764375) | > loss_disc_real_0: 0.13177910447120667 (0.11463816581588042) | > loss_disc_real_1: 0.19568409025669098 (0.1974715695046542) | > loss_disc_real_2: 0.24050219357013702 (0.21169939245048322) | > loss_disc_real_3: 0.25410196185112 (0.22775839543656298) | > loss_disc_real_4: 0.25554198026657104 (0.22806178438558913) | > loss_disc_real_5: 0.22332534193992615 (0.21759867981860512) | > loss_0: 2.42282772064209 (2.3324403532764375) | > grad_norm_0: tensor(5.9277, device='cuda:0') (tensor(10.7527, device='cuda:0')) | > loss_gen: 2.4800374507904053 (2.5315523273066467) | > loss_kl: 2.0006070137023926 (1.8833836944479692) | > loss_feat: 6.6293110847473145 (7.160162745860585) | > loss_mel: 17.949604034423828 (18.069174565766982) | > loss_duration: 2.04964017868042 (2.0249157328354688) | > loss_1: 31.10919952392578 (31.669189101771305) | > grad_norm_1: tensor(50.7049, device='cuda:0') (tensor(116.5542, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3901 (0.37337824336269443) | > loader_time: 0.0044 (0.0038300501672845137)  --> TIME: 2024-06-11 11:00:17 -- STEP: 139/330 -- GLOBAL_STEP: 237300 | > loss_disc: 2.3443641662597656 (2.344610500678742) | > loss_disc_real_0: 0.06145177036523819 (0.11540635273182134) | > loss_disc_real_1: 0.20616760849952698 (0.19868016553868495) | > loss_disc_real_2: 0.18089774250984192 (0.21273742755539984) | > loss_disc_real_3: 0.2237282246351242 (0.22935096383523598) | > loss_disc_real_4: 0.23336923122406006 (0.22894940787939716) | > loss_disc_real_5: 0.2068457156419754 (0.21862208157134572) | > loss_0: 2.3443641662597656 (2.344610500678742) | > grad_norm_0: tensor(13.5964, device='cuda:0') (tensor(10.9433, device='cuda:0')) | > loss_gen: 2.3162238597869873 (2.5135916668734097) | > loss_kl: 1.920472502708435 (1.8941004147632516) | > loss_feat: 7.167109966278076 (7.098700458197285) | > loss_mel: 17.254581451416016 (18.05656772037204) | > loss_duration: 2.092106819152832 (2.0294638717774864) | > loss_1: 30.750492095947266 (31.592424131983474) | > grad_norm_1: tensor(256.8271, device='cuda:0') (tensor(119.2886, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3866 (0.375006173154433) | > loader_time: 0.004 (0.0038983067162602927)  --> TIME: 2024-06-11 11:00:27 -- STEP: 164/330 -- GLOBAL_STEP: 237325 | > loss_disc: 2.3804268836975098 (2.3481369440148527) | > loss_disc_real_0: 0.1184287816286087 (0.11538335730935015) | > loss_disc_real_1: 0.24554941058158875 (0.19902285615481982) | > loss_disc_real_2: 0.20878209173679352 (0.21240197749036113) | > loss_disc_real_3: 0.20822449028491974 (0.22952191168215216) | > loss_disc_real_4: 0.21714051067829132 (0.22892682472380196) | > loss_disc_real_5: 0.21947897970676422 (0.21930670556498738) | > loss_0: 2.3804268836975098 (2.3481369440148527) | > grad_norm_0: tensor(18.7181, device='cuda:0') (tensor(12.4480, device='cuda:0')) | > loss_gen: 2.535634994506836 (2.5100690998682156) | > loss_kl: 2.0575244426727295 (1.9036879604909478) | > loss_feat: 7.399753570556641 (7.100271099951209) | > loss_mel: 17.68916893005371 (18.033332592103548) | > loss_duration: 2.098571538925171 (2.032097732875405) | > loss_1: 31.78065299987793 (31.579458515818526) | > grad_norm_1: tensor(330.9186, device='cuda:0') (tensor(142.5311, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3845 (0.37586884527671627) | > loader_time: 0.0042 (0.003970250850770532)  --> TIME: 2024-06-11 11:00:37 -- STEP: 189/330 -- GLOBAL_STEP: 237350 | > loss_disc: 2.3065638542175293 (2.345490015373029) | > loss_disc_real_0: 0.16005875170230865 (0.11514635407735431) | > loss_disc_real_1: 0.2687697112560272 (0.19957386122809517) | > loss_disc_real_2: 0.23972466588020325 (0.21264536300348857) | > loss_disc_real_3: 0.2224680334329605 (0.22910706091810157) | > loss_disc_real_4: 0.20046228170394897 (0.22834985131624513) | > loss_disc_real_5: 0.19994351267814636 (0.21859883552505857) | > loss_0: 2.3065638542175293 (2.345490015373029) | > grad_norm_0: tensor(63.5242, device='cuda:0') (tensor(15.5859, device='cuda:0')) | > loss_gen: 2.7517213821411133 (2.5181923265810373) | > loss_kl: 1.9880080223083496 (1.9098114860120905) | > loss_feat: 7.12680196762085 (7.1214508833708585) | > loss_mel: 17.532936096191406 (17.99534740145244) | > loss_duration: 2.105201005935669 (2.0387422615888884) | > loss_1: 31.504669189453125 (31.5835444132487) | > grad_norm_1: tensor(290.9677, device='cuda:0') (tensor(163.2455, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3878 (0.37834676737507816) | > loader_time: 0.0046 (0.004056653017720217)  --> TIME: 2024-06-11 11:00:47 -- STEP: 214/330 -- GLOBAL_STEP: 237375 | > loss_disc: 2.409785032272339 (2.3449911659008995) | > loss_disc_real_0: 0.13997438549995422 (0.11580554972115521) | > loss_disc_real_1: 0.20778344571590424 (0.19928314237394065) | > loss_disc_real_2: 0.22963616251945496 (0.21255029717059892) | > loss_disc_real_3: 0.22778210043907166 (0.22852015634563483) | > loss_disc_real_4: 0.2447155863046646 (0.2283431391849696) | > loss_disc_real_5: 0.2688802182674408 (0.21910278039557912) | > loss_0: 2.409785032272339 (2.3449911659008995) | > grad_norm_0: tensor(66.0131, device='cuda:0') (tensor(18.0055, device='cuda:0')) | > loss_gen: 2.433159589767456 (2.5250833112502775) | > loss_kl: 1.857863426208496 (1.9139481487675247) | > loss_feat: 6.385748863220215 (7.1575744775968175) | > loss_mel: 17.14335823059082 (17.968534326998988) | > loss_duration: 2.130735397338867 (2.0456748994711407) | > loss_1: 29.950864791870117 (31.610815155171903) | > grad_norm_1: tensor(330.6687, device='cuda:0') (tensor(187.7916, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.3995 (0.3806985884069282) | > loader_time: 0.0047 (0.0041592455355920505)  --> TIME: 2024-06-11 11:00:58 -- STEP: 239/330 -- GLOBAL_STEP: 237400 | > loss_disc: 2.402147054672241 (2.3472678352100584) | > loss_disc_real_0: 0.1331140100955963 (0.11596578956585549) | > loss_disc_real_1: 0.20824164152145386 (0.19943412945110928) | > loss_disc_real_2: 0.20745639503002167 (0.21281953099881257) | > loss_disc_real_3: 0.23990653455257416 (0.22854398446601804) | > loss_disc_real_4: 0.2304838001728058 (0.22756745644443704) | > loss_disc_real_5: 0.19935697317123413 (0.21949923755484146) | > loss_0: 2.402147054672241 (2.3472678352100584) | > grad_norm_0: tensor(19.4469, device='cuda:0') (tensor(18.7958, device='cuda:0')) | > loss_gen: 2.3543472290039062 (2.521299466927182) | > loss_kl: 1.9656383991241455 (1.9169525611350726) | > loss_feat: 6.854084014892578 (7.131313900568495) | > loss_mel: 17.756074905395508 (17.92537458571429) | > loss_duration: 2.0787196159362793 (2.053438811621406) | > loss_1: 31.008865356445312 (31.548379339433613) | > grad_norm_1: tensor(268.2609, device='cuda:0') (tensor(199.5483, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.404 (0.3839811969501703) | > loader_time: 0.0054 (0.004274144831062859)  --> TIME: 2024-06-11 11:01:09 -- STEP: 264/330 -- GLOBAL_STEP: 237425 | > loss_disc: 2.4346418380737305 (2.347497381044157) | > loss_disc_real_0: 0.13460132479667664 (0.11658075001711647) | > loss_disc_real_1: 0.2385212779045105 (0.1993851684824084) | > loss_disc_real_2: 0.19276271760463715 (0.2128390966152603) | > loss_disc_real_3: 0.20638737082481384 (0.22849644314159046) | > loss_disc_real_4: 0.20270778238773346 (0.22736206216116747) | > loss_disc_real_5: 0.20138795673847198 (0.21962320099048543) | > loss_0: 2.4346418380737305 (2.347497381044157) | > grad_norm_0: tensor(58.0712, device='cuda:0') (tensor(19.7111, device='cuda:0')) | > loss_gen: 2.178006649017334 (2.518043833248544) | > loss_kl: 2.0252537727355957 (1.92151327521512) | > loss_feat: 6.032590866088867 (7.152035734870217) | > loss_mel: 16.72317886352539 (17.879574045990445) | > loss_duration: 2.177976131439209 (2.0608396760442025) | > loss_1: 29.137006759643555 (31.532006574399542) | > grad_norm_1: tensor(452.0244, device='cuda:0') (tensor(209.9997, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.4404 (0.3882271195902968) | > loader_time: 0.0057 (0.004391749699910481)  --> TIME: 2024-06-11 11:01:20 -- STEP: 289/330 -- GLOBAL_STEP: 237450 | > loss_disc: 2.355900526046753 (2.3504723413592803) | > loss_disc_real_0: 0.07304535061120987 (0.11738448449536178) | > loss_disc_real_1: 0.19537506997585297 (0.20029409967079295) | > loss_disc_real_2: 0.1980755776166916 (0.21305440531263706) | > loss_disc_real_3: 0.2539983093738556 (0.22860176567387827) | > loss_disc_real_4: 0.2664741575717926 (0.22742048256537498) | > loss_disc_real_5: 0.25981569290161133 (0.2197227130505453) | > loss_0: 2.355900526046753 (2.3504723413592803) | > grad_norm_0: tensor(30.3751, device='cuda:0') (tensor(22.1192, device='cuda:0')) | > loss_gen: 2.5039710998535156 (2.5157543243421405) | > loss_kl: 1.9711922407150269 (1.9233668382605054) | > loss_feat: 7.00307559967041 (7.149225173936996) | > loss_mel: 16.52509307861328 (17.827810353473808) | > loss_duration: 2.2213821411132812 (2.069899565208328) | > loss_1: 30.224714279174805 (31.48605621892276) | > grad_norm_1: tensor(317.9147, device='cuda:0') (tensor(227.0668, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.4487 (0.3936262246234194) | > loader_time: 0.0064 (0.004534949893357431)  --> TIME: 2024-06-11 11:01:33 -- STEP: 314/330 -- GLOBAL_STEP: 237475 | > loss_disc: 2.4137656688690186 (2.3523292321308404) | > loss_disc_real_0: 0.08191081136465073 (0.11842526535794234) | > loss_disc_real_1: 0.19283583760261536 (0.20034343782503902) | > loss_disc_real_2: 0.24705633521080017 (0.21338210971492103) | > loss_disc_real_3: 0.22449374198913574 (0.228451931220331) | > loss_disc_real_4: 0.28531312942504883 (0.22729912101273328) | > loss_disc_real_5: 0.25426092743873596 (0.21978335732677182) | > loss_0: 2.4137656688690186 (2.3523292321308404) | > grad_norm_0: tensor(47.2517, device='cuda:0') (tensor(24.2859, device='cuda:0')) | > loss_gen: 2.4424421787261963 (2.5169260889101936) | > loss_kl: 1.8416390419006348 (1.925046049865188) | > loss_feat: 6.90054988861084 (7.175158792240604) | > loss_mel: 17.38151741027832 (17.785895402264437) | > loss_duration: 2.2668604850769043 (2.082456790337895) | > loss_1: 30.833009719848633 (31.48548308451464) | > grad_norm_1: tensor(348.5025, device='cuda:0') (tensor(242.5081, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.5407 (0.40194626143024215) | > loader_time: 0.0077 (0.00473021397924727)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.538389205932617 (2.538389205932617) | > loss_disc_real_0: 0.13977867364883423 (0.13977867364883423) | > loss_disc_real_1: 0.3004339933395386 (0.3004339933395386) | > loss_disc_real_2: 0.27838099002838135 (0.27838099002838135) | > loss_disc_real_3: 0.3137589693069458 (0.3137589693069458) | > loss_disc_real_4: 0.2679409086704254 (0.2679409086704254) | > loss_disc_real_5: 0.23094625771045685 (0.23094625771045685) | > loss_0: 2.538389205932617 (2.538389205932617) | > loss_gen: 2.588583469390869 (2.588583469390869) | > loss_kl: 2.1828818321228027 (2.1828818321228027) | > loss_feat: 5.086801052093506 (5.086801052093506) | > loss_mel: 13.459256172180176 (13.459256172180176) | > loss_duration: 2.8997833728790283 (2.8997833728790283) | > loss_1: 26.21730613708496 (26.21730613708496)  --> STEP: 1 | > loss_disc: 2.275439739227295 (2.275439739227295) | > loss_disc_real_0: 0.15966454148292542 (0.15966454148292542) | > loss_disc_real_1: 0.21968120336532593 (0.21968120336532593) | > loss_disc_real_2: 0.19793814420700073 (0.19793814420700073) | > loss_disc_real_3: 0.23430830240249634 (0.23430830240249634) | > loss_disc_real_4: 0.24386398494243622 (0.24386398494243622) | > loss_disc_real_5: 0.2563810348510742 (0.2563810348510742) | > loss_0: 2.275439739227295 (2.275439739227295) | > loss_gen: 2.5177087783813477 (2.5177087783813477) | > loss_kl: 2.2678656578063965 (2.2678656578063965) | > loss_feat: 5.746779918670654 (5.746779918670654) | > loss_mel: 15.585640907287598 (15.585640907287598) | > loss_duration: 2.425286293029785 (2.425286293029785) | > loss_1: 28.54328155517578 (28.54328155517578)  --> STEP: 2 | > loss_disc: 2.147531509399414 (2.2114856243133545) | > loss_disc_real_0: 0.09425647556781769 (0.12696050852537155) | > loss_disc_real_1: 0.18775753676891327 (0.2037193700671196) | > loss_disc_real_2: 0.301052063703537 (0.24949510395526886) | > loss_disc_real_3: 0.23790894448757172 (0.23610862344503403) | > loss_disc_real_4: 0.24079644680023193 (0.24233021587133408) | > loss_disc_real_5: 0.21390429139137268 (0.23514266312122345) | > loss_0: 2.147531509399414 (2.2114856243133545) | > loss_gen: 2.8764808177948 (2.6970947980880737) | > loss_kl: 2.4979400634765625 (2.3829028606414795) | > loss_feat: 6.076916217803955 (5.911848068237305) | > loss_mel: 18.80767059326172 (17.196655750274658) | > loss_duration: 2.4570696353912354 (2.4411779642105103) | > loss_1: 32.7160758972168 (30.62967872619629)  --> STEP: 3 | > loss_disc: 2.2174763679504395 (2.2134825388590493) | > loss_disc_real_0: 0.06851620972156525 (0.10747907559076945) | > loss_disc_real_1: 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loss_disc_real_4: 0.24894610047340393 (0.23674877732992172) | > loss_disc_real_5: 0.24538877606391907 (0.24499128758907318) | > loss_0: 2.4367728233337402 (2.269305109977722) | > loss_gen: 2.763665199279785 (2.658632814884186) | > loss_kl: 3.2024760246276855 (2.7642511129379272) | > loss_feat: 6.869001865386963 (6.9139686822891235) | > loss_mel: 18.21440315246582 (18.034323930740356) | > loss_duration: 2.394235372543335 (2.3973610401153564) | > loss_1: 33.44377899169922 (32.76853656768799)  --> STEP: 5 | > loss_disc: 2.4696455001831055 (2.3093731880187987) | > loss_disc_real_0: 0.1729295700788498 (0.13185039460659026) | > loss_disc_real_1: 0.2284712940454483 (0.19127565026283264) | > loss_disc_real_2: 0.2888534367084503 (0.26639674603939056) | > loss_disc_real_3: 0.2582297921180725 (0.2582774728536606) | > loss_disc_real_4: 0.37195101380348206 (0.2637892246246338) | > loss_disc_real_5: 0.2562738060951233 (0.2472477912902832) | > loss_0: 2.4696455001831055 (2.3093731880187987) | > loss_gen: 2.725642442703247 (2.672034740447998) | > loss_kl: 2.7730886936187744 (2.7660186290740967) | > loss_feat: 4.968629360198975 (6.524900817871094) | > loss_mel: 17.780620574951172 (17.98358325958252) | > loss_duration: 2.368901491165161 (2.3916691303253175) | > loss_1: 30.616884231567383 (32.338206100463864)  --> STEP: 6 | > loss_disc: 2.316551446914673 (2.3105695645014444) | > loss_disc_real_0: 0.13107982277870178 (0.13172196596860886) | > loss_disc_real_1: 0.18465539813041687 (0.19017227490743002) | > loss_disc_real_2: 0.2647290825843811 (0.2661188021302223) | > loss_disc_real_3: 0.2798328697681427 (0.26187003900607425) | > loss_disc_real_4: 0.22334536910057068 (0.2570485820372899) | > loss_disc_real_5: 0.20253150165081024 (0.23979507635037103) | > loss_0: 2.316551446914673 (2.3105695645014444) | > loss_gen: 2.6234400272369385 (2.6639356215794883) | > loss_kl: 2.7343909740448 (2.7607473532358804) | > loss_feat: 6.157873153686523 (6.463729540506999) | > loss_mel: 18.521203994750977 (18.073186715443928) | > loss_duration: 2.174276113510132 (2.3554369608561196) | > loss_1: 32.211181640625 (32.31703535715739)  --> STEP: 7 | > loss_disc: 2.041564464569092 (2.2721402645111084) | > loss_disc_real_0: 0.057201631367206573 (0.12107620388269424) | > loss_disc_real_1: 0.11074195802211761 (0.17882508678095682) | > loss_disc_real_2: 0.29862460494041443 (0.27076248824596405) | > loss_disc_real_3: 0.18623045086860657 (0.2510643835578646) | > loss_disc_real_4: 0.22080671787261963 (0.2518711728709085) | > loss_disc_real_5: 0.21683651208877563 (0.2365152814558574) | > loss_0: 2.041564464569092 (2.2721402645111084) | > loss_gen: 2.7606492042541504 (2.6777518476758684) | > loss_kl: 3.841202735900879 (2.915098122188023) | > loss_feat: 8.820916175842285 (6.8004704884120395) | > loss_mel: 21.21512794494629 (18.522035462515696) | > loss_duration: 2.52958607673645 (2.3803154059818814) | > loss_1: 39.167484283447266 (33.29567091805594)  --> STEP: 8 | > loss_disc: 2.272603750228882 (2.27219820022583) | > loss_disc_real_0: 0.20131663978099823 (0.13110625836998224) | > loss_disc_real_1: 0.1691892296075821 (0.17762060463428497) | > loss_disc_real_2: 0.28048762679100037 (0.2719781305640936) | > loss_disc_real_3: 0.20367783308029175 (0.245141064748168) | > loss_disc_real_4: 0.233469620347023 (0.2495709788054228) | > loss_disc_real_5: 0.19427655637264252 (0.23123544082045555) | > loss_0: 2.272603750228882 (2.27219820022583) | > loss_gen: 2.743746280670166 (2.6860011518001556) | > loss_kl: 3.2155683040618896 (2.9526568949222565) | > loss_feat: 9.551233291625977 (7.144315838813782) | > loss_mel: 18.136749267578125 (18.4738746881485) | > loss_duration: 2.2476000785827637 (2.3637259900569916) | > loss_1: 35.8948974609375 (33.62057423591614)  --> STEP: 9 | > loss_disc: 2.426920175552368 (2.2893895308176675) | > loss_disc_real_0: 0.20732349157333374 (0.1395748398370213) | > loss_disc_real_1: 0.20757673680782318 (0.18094906376467812) | > loss_disc_real_2: 0.3191886246204376 (0.27722374101479846) | > loss_disc_real_3: 0.2804138958454132 (0.24906026820341745) | > loss_disc_real_4: 0.197420135140419 (0.24377644062042236) | > loss_disc_real_5: 0.18175768852233887 (0.22573791278733146) | > loss_0: 2.426920175552368 (2.2893895308176675) | > loss_gen: 2.663527011871338 (2.683504025141398) | > loss_kl: 2.226672649383545 (2.8719919787512884) | > loss_feat: 7.842845916748047 (7.221930291917589) | > loss_mel: 20.293190002441406 (18.676020834181045) | > loss_duration: 2.1487669944763184 (2.3398416572146945) | > loss_1: 35.17500305175781 (33.79328854878744)  --> STEP: 10 | > loss_disc: 2.4701974391937256 (2.3074703216552734) | > loss_disc_real_0: 0.12095778435468674 (0.13771313428878784) | > loss_disc_real_1: 0.2940828502178192 (0.1922624424099922) | > loss_disc_real_2: 0.28429436683654785 (0.2779308035969734) | > loss_disc_real_3: 0.26221561431884766 (0.25037580281496047) | > loss_disc_real_4: 0.2549653649330139 (0.2448953330516815) | > loss_disc_real_5: 0.22508318722248077 (0.2256724402308464) | > loss_0: 2.4701974391937256 (2.3074703216552734) | > loss_gen: 2.4542431831359863 (2.6605779409408568) | > loss_kl: 2.0791313648223877 (2.7927059173583983) | > loss_feat: 5.146166801452637 (7.014353942871094) | > loss_mel: 13.890417098999023 (18.197460460662843) | > loss_duration: 2.407407760620117 (2.346598267555237) | > loss_1: 25.977365493774414 (33.01169624328613)  --> STEP: 11 | > loss_disc: 2.548401355743408 (2.329373142936013) | > loss_disc_real_0: 0.1033109575510025 (0.1345856636762619) | > loss_disc_real_1: 0.2490658164024353 (0.19742638550021432) | > loss_disc_real_2: 0.34230539202690125 (0.28378303890878503) | > loss_disc_real_3: 0.2514054775238037 (0.2504694096066735) | > loss_disc_real_4: 0.2830260694026947 (0.24836176362904636) | > loss_disc_real_5: 0.2708114683628082 (0.22977598824284293) | > loss_0: 2.548401355743408 (2.329373142936013) | > loss_gen: 2.409470558166504 (2.6377499970522793) | > loss_kl: 3.2033612728118896 (2.830038222399625) | > loss_feat: 5.872191429138184 (6.910520987077192) | > loss_mel: 18.317535400390625 (18.208376364274457) | > loss_duration: 2.525217056274414 (2.36283633925698) | > loss_1: 32.32777404785156 (32.949521498246625)  --> STEP: 12 | > loss_disc: 2.2838022708892822 (2.3255755702654524) | > loss_disc_real_0: 0.16103214025497437 (0.13678953672448793) | > loss_disc_real_1: 0.23955532908439636 (0.20093713079889616) | > loss_disc_real_2: 0.2797911763191223 (0.2834503836929798) | > loss_disc_real_3: 0.23307545483112335 (0.24901991337537766) | > loss_disc_real_4: 0.2694854438304901 (0.2501220703125) | > loss_disc_real_5: 0.2337741255760193 (0.23010916635394096) | > loss_0: 2.2838022708892822 (2.3255755702654524) | > loss_gen: 2.7874181270599365 (2.650222341219584) | > loss_kl: 2.331277847290039 (2.7884748578071594) | > loss_feat: 6.300436973571777 (6.859680652618408) | > loss_mel: 16.89073371887207 (18.098572810490925) | > loss_duration: 2.246368408203125 (2.3531306783358255) | > loss_1: 30.556236267089844 (32.750081062316895)  --> STEP: 13 | > loss_disc: 2.6169354915618896 (2.34798787190364) | > loss_disc_real_0: 0.16344143450260162 (0.13883968270741975) | > loss_disc_real_1: 0.31247758865356445 (0.20951716601848602) | > loss_disc_real_2: 0.32042396068573 (0.28629450500011444) | > loss_disc_real_3: 0.3137337863445282 (0.25399790360377383) | > loss_disc_real_4: 0.2583148181438446 (0.2507522816841419) | > loss_disc_real_5: 0.271789014339447 (0.2333153085066722) | > loss_0: 2.6169354915618896 (2.34798787190364) | > loss_gen: 2.6064138412475586 (2.6468524566063514) | > loss_kl: 2.7500197887420654 (2.785516775571383) | > loss_feat: 6.311135292053223 (6.8174848556518555) | > loss_mel: 16.90914535522461 (18.007078390855057) | > loss_duration: 2.2104930877685547 (2.342158555984497) | > loss_1: 30.787206649780273 (32.599090722891)  --> STEP: 14 | > loss_disc: 2.34228777885437 (2.3475807224001204) | > loss_disc_real_0: 0.05932558327913284 (0.13316010417682783) | > loss_disc_real_1: 0.2390044927597046 (0.21162340364285878) | > loss_disc_real_2: 0.2689736783504486 (0.2850573030965669) | > loss_disc_real_3: 0.2508447766304016 (0.253772680248533) | > loss_disc_real_4: 0.23864620923995972 (0.24988756222384317) | > loss_disc_real_5: 0.2538902461528778 (0.2347849469099726) | > loss_0: 2.34228777885437 (2.3475807224001204) | > loss_gen: 2.5516481399536133 (2.640052148274013) | > loss_kl: 4.166168212890625 (2.8841347353799) | > loss_feat: 6.9772772789001465 (6.82889860016959) | > loss_mel: 19.15106201171875 (18.088791506631033) | > loss_duration: 2.342416286468506 (2.3421769653047835) | > loss_1: 35.18857192993164 (32.78405366625105)  --> STEP: 15 | > loss_disc: 2.52999210357666 (2.359741481145223) | > loss_disc_real_0: 0.180391326546669 (0.13630885233481724) | > loss_disc_real_1: 0.2672228515148163 (0.21533003350098928) | > loss_disc_real_2: 0.28577032685279846 (0.285104838013649) | > loss_disc_real_3: 0.2941829264163971 (0.25646669665972394) | > loss_disc_real_4: 0.2801371216773987 (0.2519041995207469) | > loss_disc_real_5: 0.27416038513183594 (0.2374099761247635) | > loss_0: 2.52999210357666 (2.359741481145223) | > loss_gen: 2.6595611572265625 (2.6413527488708497) | > loss_kl: 3.3307220935821533 (2.913907225926717) | > loss_feat: 7.430934906005859 (6.869034353892008) | > loss_mel: 17.541379928588867 (18.052297401428223) | > loss_duration: 2.3319613933563232 (2.341495927174886) | > loss_1: 33.294559478759766 (32.81808738708496)  --> STEP: 16 | > loss_disc: 2.5579497814178467 (2.372129499912262) | > loss_disc_real_0: 0.28363507986068726 (0.14551674155518413) | > loss_disc_real_1: 0.20843185484409332 (0.21489889733493328) | > loss_disc_real_2: 0.3612695634365082 (0.2898651333525777) | > loss_disc_real_3: 0.3142787218093872 (0.2600799482315779) | > loss_disc_real_4: 0.2947395443916321 (0.2545814085751772) | > loss_disc_real_5: 0.23637309670448303 (0.23734517116099596) | > loss_0: 2.5579497814178467 (2.372129499912262) | > loss_gen: 2.825471878051758 (2.6528601944446564) | > loss_kl: 2.416865110397339 (2.882842093706131) | > loss_feat: 7.171972751617432 (6.887968003749847) | > loss_mel: 16.892839431762695 (17.979831278324127) | > loss_duration: 2.363983631134033 (2.3429014086723328) | > loss_1: 31.671133041381836 (32.746402740478516)  --> STEP: 17 | > loss_disc: 2.3277013301849365 (2.3695160781635956) | > loss_disc_real_0: 0.15086297690868378 (0.14583122598774292) | > loss_disc_real_1: 0.21192002296447754 (0.21472366943078883) | > loss_disc_real_2: 0.2592889964580536 (0.2880665370646645) | > loss_disc_real_3: 0.28220632672309875 (0.26138149990754966) | > loss_disc_real_4: 0.22918102145195007 (0.25308726815616384) | > loss_disc_real_5: 0.19197382032871246 (0.23467626817086162) | > loss_0: 2.3277013301849365 (2.3695160781635956) | > loss_gen: 2.7396817207336426 (2.657967343049891) | > loss_kl: 2.4482409954071045 (2.857277323217953) | > loss_feat: 8.738792419433594 (6.996840028201833) | > loss_mel: 19.331340789794922 (18.05933183782241) | > loss_duration: 2.4051566123962402 (2.3465634794796215) | > loss_1: 35.663211822509766 (32.91797974530388)  --> STEP: 18 | > loss_disc: 2.7353484630584717 (2.3898400995466442) | > loss_disc_real_0: 0.11719797551631927 (0.1442404898504416) | > loss_disc_real_1: 0.17907974123954773 (0.2127434511979421) | > loss_disc_real_2: 0.30916351079940796 (0.2892385911610391) | > loss_disc_real_3: 0.3788439929485321 (0.26790719396538204) | > loss_disc_real_4: 0.22071170806884766 (0.25128862592909074) | > loss_disc_real_5: 0.19479382038116455 (0.23246057662698957) | > loss_0: 2.7353484630584717 (2.3898400995466442) | > loss_gen: 2.2011160850524902 (2.632586717605591) | > loss_kl: 2.57782244682312 (2.841752052307129) | > loss_feat: 7.809291362762451 (7.0419762134552) | > loss_mel: 17.83953857421875 (18.04712110095554) | > loss_duration: 2.2675890922546387 (2.342176013522678) | > loss_1: 32.69535827636719 (32.90561188591851)  --> STEP: 19 | > loss_disc: 2.7637932300567627 (2.4095218432577035) | > loss_disc_real_0: 0.27129796147346497 (0.15092772519902178) | > loss_disc_real_1: 0.3724050521850586 (0.22114669335515877) | > loss_disc_real_2: 0.2755332291126251 (0.28851725631638575) | > loss_disc_real_3: 0.3018200695514679 (0.2696920821541234) | > loss_disc_real_4: 0.35013777017593384 (0.25649121246839823) | > loss_disc_real_5: 0.3190145194530487 (0.2370160473020453) | > loss_0: 2.7637932300567627 (2.4095218432577035) | > loss_gen: 2.666759967803955 (2.6343853097212944) | > loss_kl: 1.8370156288146973 (2.7888711879127905) | > loss_feat: 6.731937885284424 (7.02565840670937) | > loss_mel: 17.247669219970703 (18.005044686166865) | > loss_duration: 2.343928337097168 (2.34226824107923) | > loss_1: 30.827312469482422 (32.79622770610609)  --> STEP: 20 | > loss_disc: 2.295118808746338 (2.403801691532135) | > loss_disc_real_0: 0.1742580235004425 (0.15209424011409284) | > loss_disc_real_1: 0.181710347533226 (0.2191748760640621) | > loss_disc_real_2: 0.2468460351228714 (0.28643369525671003) | > loss_disc_real_3: 0.20319506525993347 (0.26636723130941387) | > loss_disc_real_4: 0.20014046132564545 (0.2536736749112606) | > loss_disc_real_5: 0.2017812877893448 (0.23525430932641028) | > loss_0: 2.295118808746338 (2.403801691532135) | > loss_gen: 2.712176561355591 (2.638274872303009) | > loss_kl: 1.9093990325927734 (2.7448975801467896) | > loss_feat: 7.529897212982178 (7.05087034702301) | > loss_mel: 19.77076530456543 (18.093330717086793) | > loss_duration: 2.322110652923584 (2.3412603616714476) | > loss_1: 34.24435043334961 (32.86863384246826)  --> STEP: 21 | > loss_disc: 2.3870034217834473 (2.4030017739250544) | > loss_disc_real_0: 0.11142264306545258 (0.1501574973974909) | > loss_disc_real_1: 0.24554790556430817 (0.22043073461169288) | > loss_disc_real_2: 0.2663394510746002 (0.2854768264861334) | > loss_disc_real_3: 0.2665991485118866 (0.2663782749857221) | > loss_disc_real_4: 0.2182258814573288 (0.2519856847467877) | > loss_disc_real_5: 0.21917057037353516 (0.234488416995321) | > loss_0: 2.3870034217834473 (2.4030017739250544) | > loss_gen: 2.4156692028045654 (2.6276746023268926) | > loss_kl: 2.1452736854553223 (2.7163440613519576) | > loss_feat: 5.511068344116211 (6.977546442122686) | > loss_mel: 15.603351593017578 (17.974760282607306) | > loss_duration: 2.159269332885742 (2.3325941222054616) | > loss_1: 27.834630966186523 (32.628919419788176)  --> STEP: 22 | > loss_disc: 2.3324034214019775 (2.399792757901278) | > loss_disc_real_0: 0.05314327031373978 (0.14574775980277496) | > loss_disc_real_1: 0.19760644435882568 (0.21939326687292618) | > loss_disc_real_2: 0.17071205377578735 (0.2802602459083904) | > loss_disc_real_3: 0.15511180460453033 (0.26132070815021335) | > loss_disc_real_4: 0.19269144535064697 (0.24929049204696307) | > loss_disc_real_5: 0.2758448123931885 (0.23636825314976953) | > loss_0: 2.3324034214019775 (2.399792757901278) | > loss_gen: 2.2985339164733887 (2.6127136620608242) | > loss_kl: 2.4085915088653564 (2.702355308966203) | > loss_feat: 9.53799819946289 (7.093930612910878) | > loss_mel: 20.424144744873047 (18.08609593998302) | > loss_duration: 2.202103853225708 (2.326662746342745) | > loss_1: 36.87137222290039 (32.821758183566004)  --> STEP: 23 | > loss_disc: 2.4415946006774902 (2.4016102293263306) | > loss_disc_real_0: 0.14122332632541656 (0.1455510453037594) | > loss_disc_real_1: 0.20832328498363495 (0.21891196331252222) | > loss_disc_real_2: 0.29955920577049255 (0.28109933111978613) | > loss_disc_real_3: 0.3579472601413727 (0.2655218625846116) | > loss_disc_real_4: 0.3191816210746765 (0.25232923678729846) | > loss_disc_real_5: 0.285095751285553 (0.23848684002523837) | > loss_0: 2.4415946006774902 (2.4016102293263306) | > loss_gen: 2.785226821899414 (2.6202142342277197) | > loss_kl: 2.2081031799316406 (2.6808660859647007) | > loss_feat: 7.684451580047607 (7.119605437568996) | > loss_mel: 18.22292137145996 (18.092044871786367) | > loss_duration: 2.309258222579956 (2.325906027918276) | > loss_1: 33.2099609375 (32.838636564171836)  --> STEP: 24 | > loss_disc: 2.4427530765533447 (2.403324514627456) | > loss_disc_real_0: 0.09976985305547714 (0.14364349562674764) | > loss_disc_real_1: 0.31003159284591675 (0.22270861454308033) | > loss_disc_real_2: 0.2537422180175781 (0.27995945140719414) | > loss_disc_real_3: 0.25884923338890076 (0.2652438363681236) | > loss_disc_real_4: 0.25295546650886536 (0.25235532969236374) | > loss_disc_real_5: 0.2689287066459656 (0.23975525113443533) | > loss_0: 2.4427530765533447 (2.403324514627456) | > loss_gen: 2.581453561782837 (2.618599206209183) | > loss_kl: 2.5255894660949707 (2.6743962268034616) | > loss_feat: 5.680176734924316 (7.059629241625468) | > loss_mel: 17.402294158935547 (18.063305258750916) | > loss_duration: 2.4719018936157227 (2.3319891889890028) | > loss_1: 30.661415100097656 (32.74791900316875)  --> STEP: 25 | > loss_disc: 2.2907118797302246 (2.398820009231567) | > loss_disc_real_0: 0.13514870405197144 (0.1433037039637566) | > loss_disc_real_1: 0.2508184015750885 (0.22383300602436065) | > loss_disc_real_2: 0.22198209166526794 (0.2776403570175171) | > loss_disc_real_3: 0.1950349062681198 (0.26243547916412346) | > loss_disc_real_4: 0.16015811264514923 (0.24866744101047517) | > loss_disc_real_5: 0.1874469667673111 (0.23766291975975037) | > loss_0: 2.2907118797302246 (2.398820009231567) | > loss_gen: 2.396622896194458 (2.609720153808594) | > loss_kl: 2.571169853210449 (2.670267171859741) | > loss_feat: 6.918454647064209 (7.053982257843018) | > loss_mel: 15.707293510437012 (17.969064788818358) | > loss_duration: 2.3798389434814453 (2.3339031791687006) | > loss_1: 29.97338104248047 (32.63693748474122)  --> STEP: 26 | > loss_disc: 2.8937597274780273 (2.417856152241046) | > loss_disc_real_0: 0.16716274619102478 (0.14422135943403616) | > loss_disc_real_1: 0.18705540895462036 (0.22241848306013987) | > loss_disc_real_2: 0.43441805243492126 (0.2836702683797249) | > loss_disc_real_3: 0.28543582558631897 (0.26332010787266946) | > loss_disc_real_4: 0.27630406618118286 (0.24973038813242546) | > loss_disc_real_5: 0.3308521807193756 (0.24124712210435134) | > loss_0: 2.8937597274780273 (2.417856152241046) | > loss_gen: 2.4972665309906006 (2.605395014469441) | > loss_kl: 2.4083611965179443 (2.660193865115826) | > loss_feat: 12.533171653747559 (7.264720311531653) | > loss_mel: 19.188461303710938 (18.015964654775765) | > loss_duration: 2.2833797931671143 (2.3319599720147934) | > loss_1: 38.91063690185547 (32.878233616168686) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024595719117384693 (-8.536302126370887e-05) | > avg_loss_disc: 2.417856152241046 (+0.02023021532939051) | > avg_loss_disc_real_0: 0.14422135943403616 (-0.03772936618098843) | > avg_loss_disc_real_1: 0.22241848306013987 (+0.012199529088460476) | > avg_loss_disc_real_2: 0.2836702683797249 (+0.004053901594418652) | > avg_loss_disc_real_3: 0.26332010787266946 (+0.03805614348787523) | > avg_loss_disc_real_4: 0.24973038813242546 (+0.015058155816334934) | > avg_loss_disc_real_5: 0.24124712210435134 (+0.03610608067650062) | > avg_loss_0: 2.417856152241046 (+0.02023021532939051) | > avg_loss_gen: 2.605395014469441 (+0.007977421467121104) | > avg_loss_kl: 2.660193865115826 (-0.08964905372032739) | > avg_loss_feat: 7.264720311531653 (-0.07898662640498255) | > avg_loss_mel: 18.015964654775765 (-0.009221810560962496) | > avg_loss_duration: 2.3319599720147934 (+0.009498660381022983) | > avg_loss_1: 32.878233616168686 (-0.1603818306556164)  > EPOCH: 453/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:02:02)   --> TIME: 2024-06-11 11:02:07 -- STEP: 9/330 -- GLOBAL_STEP: 237500 | > loss_disc: 2.3485069274902344 (2.388318512174818) | > loss_disc_real_0: 0.10782217234373093 (0.11610361188650131) | > loss_disc_real_1: 0.18256954848766327 (0.18459823396470812) | > loss_disc_real_2: 0.21679100394248962 (0.21696336732970345) | > loss_disc_real_3: 0.22251896560192108 (0.23057834969626534) | > loss_disc_real_4: 0.23064710199832916 (0.2356894380516476) | > loss_disc_real_5: 0.2110927850008011 (0.23670833806196848) | > loss_0: 2.3485069274902344 (2.388318512174818) | > grad_norm_0: tensor(14.9537, device='cuda:0') (tensor(10.6643, device='cuda:0')) | > loss_gen: 2.5144777297973633 (2.4466050730811224) | > loss_kl: 1.7757258415222168 (1.850950903362698) | > loss_feat: 6.616133213043213 (6.855155097113715) | > loss_mel: 18.799177169799805 (18.148284064398872) | > loss_duration: 2.0902419090270996 (2.1691429350111218) | > loss_1: 31.79575538635254 (31.47013791402181) | > grad_norm_1: tensor(115.8167, device='cuda:0') (tensor(78.1542, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3459 (0.3583831787109375) | > loader_time: 0.0028 (0.003289381663004557) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_237500.pth  --> TIME: 2024-06-11 11:02:21 -- STEP: 34/330 -- GLOBAL_STEP: 237525 | > loss_disc: 2.305037498474121 (2.3466563855900477) | > loss_disc_real_0: 0.1053486317396164 (0.11000451949589393) | > loss_disc_real_1: 0.19651862978935242 (0.19475416137891657) | > loss_disc_real_2: 0.1869860291481018 (0.21620197900954416) | > loss_disc_real_3: 0.22516120970249176 (0.2293754855499548) | > loss_disc_real_4: 0.23155343532562256 (0.23160790476728887) | > loss_disc_real_5: 0.21969999372959137 (0.22162858265287735) | > loss_0: 2.305037498474121 (2.3466563855900477) | > grad_norm_0: tensor(6.9926, device='cuda:0') (tensor(8.8762, device='cuda:0')) | > loss_gen: 2.663600444793701 (2.493159953285666) | > loss_kl: 2.000317096710205 (1.8606284295811373) | > loss_feat: 7.9554877281188965 (6.991057816673727) | > loss_mel: 18.122119903564453 (18.057129859924316) | > loss_duration: 2.0886099338531494 (2.0640375894658716) | > loss_1: 32.830135345458984 (31.466013459598315) | > grad_norm_1: tensor(133.5614, device='cuda:0') (tensor(87.8725, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3535 (0.3626665437922758) | > loader_time: 0.0037 (0.00337064967435949)  --> TIME: 2024-06-11 11:02:30 -- STEP: 59/330 -- GLOBAL_STEP: 237550 | > loss_disc: 2.308645009994507 (2.3484383275953387) | > loss_disc_real_0: 0.12687407433986664 (0.11127226951263719) | > loss_disc_real_1: 0.19155248999595642 (0.19675870037685006) | > loss_disc_real_2: 0.2029963582754135 (0.21448558013317948) | > loss_disc_real_3: 0.21630039811134338 (0.22893729452359474) | > loss_disc_real_4: 0.21327847242355347 (0.23181458246909967) | > loss_disc_real_5: 0.20775547623634338 (0.22201591730117798) | > loss_0: 2.308645009994507 (2.3484383275953387) | > grad_norm_0: tensor(10.6158, device='cuda:0') (tensor(9.7852, device='cuda:0')) | > loss_gen: 2.5379135608673096 (2.4850848650528223) | > loss_kl: 1.8193227052688599 (1.876145063820532) | > loss_feat: 7.283017158508301 (7.0106097560817915) | > loss_mel: 17.882461547851562 (18.061065576844296) | > loss_duration: 1.9838510751724243 (2.03685506117546) | > loss_1: 31.506567001342773 (31.469760151232702) | > grad_norm_1: tensor(107.1548, device='cuda:0') (tensor(96.8267, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3636 (0.36219769009089064) | > loader_time: 0.0035 (0.003461409423310878)  --> TIME: 2024-06-11 11:02:39 -- STEP: 84/330 -- GLOBAL_STEP: 237575 | > loss_disc: 2.412705421447754 (2.345113785493941) | > loss_disc_real_0: 0.12529873847961426 (0.11274978731359754) | > loss_disc_real_1: 0.20796410739421844 (0.19711729227786973) | > loss_disc_real_2: 0.2442711591720581 (0.2135382289333003) | > loss_disc_real_3: 0.23986859619617462 (0.2283427949462618) | > loss_disc_real_4: 0.24996863305568695 (0.22999577241994085) | > loss_disc_real_5: 0.22969241440296173 (0.2206451410338992) | > loss_0: 2.412705421447754 (2.345113785493941) | > grad_norm_0: tensor(11.3777, device='cuda:0') (tensor(9.9303, device='cuda:0')) | > loss_gen: 2.52333402633667 (2.4941222185180307) | > loss_kl: 2.0397133827209473 (1.9004947245121002) | > loss_feat: 7.31815767288208 (7.093983752386911) | > loss_mel: 17.93915367126465 (18.072965894426627) | > loss_duration: 2.08381724357605 (2.0267060810611373) | > loss_1: 31.9041748046875 (31.58827257156372) | > grad_norm_1: tensor(205.7370, device='cuda:0') (tensor(110.0370, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3618 (0.36361428669520784) | > loader_time: 0.0039 (0.00354921817779541)  --> TIME: 2024-06-11 11:02:49 -- STEP: 109/330 -- GLOBAL_STEP: 237600 | > loss_disc: 2.3393871784210205 (2.357846161641111) | > loss_disc_real_0: 0.12529267370700836 (0.11504550264516009) | > loss_disc_real_1: 0.2090723216533661 (0.20003877921935614) | > loss_disc_real_2: 0.17998406291007996 (0.21387064949088141) | > loss_disc_real_3: 0.21190734207630157 (0.22853351199845656) | > loss_disc_real_4: 0.19976672530174255 (0.229663194046108) | > loss_disc_real_5: 0.21217671036720276 (0.221103791796833) | > loss_0: 2.3393871784210205 (2.357846161641111) | > grad_norm_0: tensor(28.0339, device='cuda:0') (tensor(11.0231, device='cuda:0')) | > loss_gen: 2.4090800285339355 (2.485133604172173) | > loss_kl: 2.00053334236145 (1.9131919244013795) | > loss_feat: 6.6517157554626465 (7.0578239029700605) | > loss_mel: 17.846221923828125 (18.05408637020567) | > loss_duration: 1.965052843093872 (2.0254912310784023) | > loss_1: 30.872604370117188 (31.535726914712047) | > grad_norm_1: tensor(340.2885, device='cuda:0') (tensor(123.0902, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3767 (0.3642750814420367) | > loader_time: 0.0036 (0.0035945581733633617)  --> TIME: 2024-06-11 11:02:58 -- STEP: 134/330 -- GLOBAL_STEP: 237625 | > loss_disc: 2.3927242755889893 (2.36272978960578) | > loss_disc_real_0: 0.1277514100074768 (0.11659638583660126) | > loss_disc_real_1: 0.2111719846725464 (0.2014506065578603) | > loss_disc_real_2: 0.2080417424440384 (0.213874992261182) | > loss_disc_real_3: 0.23718160390853882 (0.22839881179492866) | > loss_disc_real_4: 0.26530537009239197 (0.22969454482420168) | > loss_disc_real_5: 0.2397369146347046 (0.22095485643219592) | > loss_0: 2.3927242755889893 (2.36272978960578) | > grad_norm_0: tensor(30.0831, device='cuda:0') (tensor(14.0466, device='cuda:0')) | > loss_gen: 2.607672929763794 (2.486825839797062) | > loss_kl: 1.99837064743042 (1.9212560787129758) | > loss_feat: 7.376707553863525 (7.062623867348059) | > loss_mel: 18.293458938598633 (18.078749827484593) | > loss_duration: 2.0320401191711426 (2.0287571282529138) | > loss_1: 32.308250427246094 (31.578212723803166) | > grad_norm_1: tensor(263.3369, device='cuda:0') (tensor(151.2628, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3679 (0.36559268609801326) | > loader_time: 0.004 (0.0036669097729583283)  --> TIME: 2024-06-11 11:03:08 -- STEP: 159/330 -- GLOBAL_STEP: 237650 | > loss_disc: 2.4942283630371094 (2.3575517066619676) | > loss_disc_real_0: 0.1738509088754654 (0.11740595285060271) | > loss_disc_real_1: 0.21362930536270142 (0.2017008926508561) | > loss_disc_real_2: 0.24014388024806976 (0.21336610409073858) | > loss_disc_real_3: 0.2380790263414383 (0.22769101798159522) | > loss_disc_real_4: 0.243476003408432 (0.22913109778233295) | > loss_disc_real_5: 0.23341137170791626 (0.2203797150707844) | > loss_0: 2.4942283630371094 (2.3575517066619676) | > grad_norm_0: tensor(93.6302, device='cuda:0') (tensor(17.1341, device='cuda:0')) | > loss_gen: 2.422819137573242 (2.4954508550511965) | > loss_kl: 1.9790606498718262 (1.9291700229704756) | > loss_feat: 6.609071254730225 (7.071839209622557) | > loss_mel: 17.602169036865234 (18.042752511846196) | > loss_duration: 2.046653985977173 (2.0306011483354407) | > loss_1: 30.659772872924805 (31.56981373433047) | > grad_norm_1: tensor(331.3537, device='cuda:0') (tensor(174.9591, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.3696 (0.36675791470509667) | > loader_time: 0.0042 (0.0037771710809671654)  --> TIME: 2024-06-11 11:03:18 -- STEP: 184/330 -- GLOBAL_STEP: 237675 | > loss_disc: 2.343475580215454 (2.357484912094861) | > loss_disc_real_0: 0.0748681128025055 (0.11800594465888065) | > loss_disc_real_1: 0.26242849230766296 (0.20144094964084414) | > loss_disc_real_2: 0.1874312311410904 (0.2128819645099018) | > loss_disc_real_3: 0.25139567255973816 (0.22830189829287323) | > loss_disc_real_4: 0.2490594983100891 (0.22919656644048897) | > loss_disc_real_5: 0.24060043692588806 (0.22049368513019185) | > loss_0: 2.343475580215454 (2.357484912094861) | > grad_norm_0: tensor(38.3656, device='cuda:0') (tensor(19.8430, device='cuda:0')) | > loss_gen: 2.2714178562164307 (2.500092169512874) | > loss_kl: 2.076244354248047 (1.9342576174632362) | > loss_feat: 7.194300174713135 (7.082173743973607) | > loss_mel: 17.79570198059082 (18.016333403794665) | > loss_duration: 2.062669038772583 (2.0363071670998725) | > loss_1: 31.400333404541016 (31.569164058436517) | > grad_norm_1: tensor(381.7104, device='cuda:0') (tensor(196.7457, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.4029 (0.3722428588763528) | > loader_time: 0.0046 (0.0039024456687595534)  --> TIME: 2024-06-11 11:03:28 -- STEP: 209/330 -- GLOBAL_STEP: 237700 | > loss_disc: 2.312264919281006 (2.3619081323797047) | > loss_disc_real_0: 0.08324623852968216 (0.11867637196154686) | > loss_disc_real_1: 0.16472716629505157 (0.2011362587293369) | > loss_disc_real_2: 0.196222722530365 (0.2133611313036184) | > loss_disc_real_3: 0.21067757904529572 (0.2281641411866868) | > loss_disc_real_4: 0.24044983088970184 (0.2291834102007761) | > loss_disc_real_5: 0.238105908036232 (0.22056471674065836) | > loss_0: 2.312264919281006 (2.3619081323797047) | > grad_norm_0: tensor(13.6529, device='cuda:0') (tensor(20.7761, device='cuda:0')) | > loss_gen: 2.4767701625823975 (2.4921242711646716) | > loss_kl: 1.7727571725845337 (1.9390611739820272) | > loss_feat: 7.341892242431641 (7.065738438419178) | > loss_mel: 17.8779239654541 (17.97320938110352) | > loss_duration: 2.1069014072418213 (2.043394793163649) | > loss_1: 31.576244354248047 (31.513528002506238) | > grad_norm_1: tensor(232.2222, device='cuda:0') (tensor(213.0770, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.4048 (0.3765385116686662) | > loader_time: 0.0051 (0.004060258135270841)  --> TIME: 2024-06-11 11:03:39 -- STEP: 234/330 -- GLOBAL_STEP: 237725 | > loss_disc: 2.4339208602905273 (2.363687537674211) | > loss_disc_real_0: 0.20484669506549835 (0.11924155661438265) | > loss_disc_real_1: 0.2254876047372818 (0.20104043637840155) | > loss_disc_real_2: 0.21613170206546783 (0.21299023085679764) | > loss_disc_real_3: 0.20732268691062927 (0.22826088302665287) | > loss_disc_real_4: 0.22777517139911652 (0.22919285787731156) | > loss_disc_real_5: 0.21749620139598846 (0.2207842875494916) | > loss_0: 2.4339208602905273 (2.363687537674211) | > grad_norm_0: tensor(112.6381, device='cuda:0') (tensor(23.3440, device='cuda:0')) | > loss_gen: 2.489896774291992 (2.493284782792769) | > loss_kl: 1.8218283653259277 (1.9395303787329259) | > loss_feat: 6.916577339172363 (7.058691159272805) | > loss_mel: 17.132471084594727 (17.932886506757164) | > loss_duration: 2.1081860065460205 (2.0510989758703464) | > loss_1: 30.46895980834961 (31.475491751972427) | > grad_norm_1: tensor(350.1916, device='cuda:0') (tensor(229.4462, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.415 (0.38017495982667326) | > loader_time: 0.0051 (0.004189093907674148)  --> TIME: 2024-06-11 11:03:50 -- STEP: 259/330 -- GLOBAL_STEP: 237750 | > loss_disc: 2.4230728149414062 (2.360925277687868) | > loss_disc_real_0: 0.06630531698465347 (0.11801010306967731) | > loss_disc_real_1: 0.2352820783853531 (0.20085739099841318) | > loss_disc_real_2: 0.20729099214076996 (0.21302775135371677) | > loss_disc_real_3: 0.2220102995634079 (0.228461671404857) | > loss_disc_real_4: 0.20342913269996643 (0.2289735795678319) | > loss_disc_real_5: 0.210117369890213 (0.22120975400950454) | > loss_0: 2.4230728149414062 (2.360925277687868) | > grad_norm_0: tensor(35.2671, device='cuda:0') (tensor(24.3767, device='cuda:0')) | > loss_gen: 2.404697895050049 (2.4984733920299877) | > loss_kl: 1.8695217370986938 (1.9415502295070632) | > loss_feat: 6.895010471343994 (7.08468382515042) | > loss_mel: 17.64686393737793 (17.893872721314892) | > loss_duration: 2.1453909873962402 (2.058200900158828) | > loss_1: 30.961484909057617 (31.476781057114767) | > grad_norm_1: tensor(487.6390, device='cuda:0') (tensor(244.9390, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.4166 (0.3840315028967545) | > loader_time: 0.006 (0.0043255325449939805)  --> TIME: 2024-06-11 11:04:01 -- STEP: 284/330 -- GLOBAL_STEP: 237775 | > loss_disc: 2.3671693801879883 (2.3606098764379264) | > loss_disc_real_0: 0.2020675241947174 (0.11904778313154066) | > loss_disc_real_1: 0.22600963711738586 (0.20138055301258262) | > loss_disc_real_2: 0.22673125565052032 (0.21289748068846448) | > loss_disc_real_3: 0.2422971874475479 (0.22829872931183223) | > loss_disc_real_4: 0.2411453276872635 (0.22833401757016988) | > loss_disc_real_5: 0.20335926115512848 (0.22065694168419894) | > loss_0: 2.3671693801879883 (2.3606098764379264) | > grad_norm_0: tensor(121.9934, device='cuda:0') (tensor(26.7837, device='cuda:0')) | > loss_gen: 2.687191963195801 (2.499282147682889) | > loss_kl: 1.8224287033081055 (1.9419357281335643) | > loss_feat: 7.748362064361572 (7.094366278446897) | > loss_mel: 17.50786018371582 (17.840410138519722) | > loss_duration: 2.1573991775512695 (2.067233950739177) | > loss_1: 31.923240661621094 (31.44322827164556) | > grad_norm_1: tensor(447.6377, device='cuda:0') (tensor(260.9712, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.46 (0.38910702080793785) | > loader_time: 0.0061 (0.004486940276454866)  --> TIME: 2024-06-11 11:04:13 -- STEP: 309/330 -- GLOBAL_STEP: 237800 | > loss_disc: 2.3224780559539795 (2.3606028873171994) | > loss_disc_real_0: 0.13115057349205017 (0.11934525604001141) | > loss_disc_real_1: 0.19074979424476624 (0.2012987053413608) | > loss_disc_real_2: 0.21385271847248077 (0.21275444709753136) | > loss_disc_real_3: 0.2430218607187271 (0.22792236960242868) | > loss_disc_real_4: 0.2575744688510895 (0.22820476078485594) | > loss_disc_real_5: 0.23964029550552368 (0.2208298415331392) | > loss_0: 2.3224780559539795 (2.3606028873171994) | > grad_norm_0: tensor(46.3759, device='cuda:0') (tensor(28.1349, device='cuda:0')) | > loss_gen: 2.6679129600524902 (2.499665970941191) | > loss_kl: 1.8738588094711304 (1.9450601728988697) | > loss_feat: 7.306263446807861 (7.117721040657809) | > loss_mel: 17.27168083190918 (17.800849217041417) | > loss_duration: 2.246006965637207 (2.0785147507213875) | > loss_1: 31.36572265625 (31.441811157275943) | > grad_norm_1: tensor(575.2154, device='cuda:0') (tensor(275.8600, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.5026 (0.39638862023461596) | > loader_time: 0.0075 (0.004674947763338052)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3513569831848145 (2.3513569831848145) | > loss_disc_real_0: 0.107829749584198 (0.107829749584198) | > loss_disc_real_1: 0.18757644295692444 (0.18757644295692444) | > loss_disc_real_2: 0.1987931877374649 (0.1987931877374649) | > loss_disc_real_3: 0.2600652873516083 (0.2600652873516083) | > loss_disc_real_4: 0.2558024823665619 (0.2558024823665619) | > loss_disc_real_5: 0.28859952092170715 (0.28859952092170715) | > loss_0: 2.3513569831848145 (2.3513569831848145) | > loss_gen: 2.549131155014038 (2.549131155014038) | > loss_kl: 1.7419884204864502 (1.7419884204864502) | > loss_feat: 5.866575241088867 (5.866575241088867) | > loss_mel: 14.730962753295898 (14.730962753295898) | > loss_duration: 2.9514079093933105 (2.9514079093933105) | > loss_1: 27.84006690979004 (27.84006690979004)  --> STEP: 1 | > loss_disc: 2.547536849975586 (2.547536849975586) | > loss_disc_real_0: 0.0720936581492424 (0.0720936581492424) | > loss_disc_real_1: 0.16999365389347076 (0.16999365389347076) | > loss_disc_real_2: 0.15248630940914154 (0.15248630940914154) | > loss_disc_real_3: 0.21189455687999725 (0.21189455687999725) | > loss_disc_real_4: 0.20938892662525177 (0.20938892662525177) | > loss_disc_real_5: 0.2071668803691864 (0.2071668803691864) | > loss_0: 2.547536849975586 (2.547536849975586) | > loss_gen: 1.7338751554489136 (1.7338751554489136) | > loss_kl: 2.656954050064087 (2.656954050064087) | > loss_feat: 4.563368797302246 (4.563368797302246) | > loss_mel: 19.2006778717041 (19.2006778717041) | > loss_duration: 2.409600257873535 (2.409600257873535) | > loss_1: 30.564476013183594 (30.564476013183594)  --> STEP: 2 | > loss_disc: 2.2104992866516113 (2.3790180683135986) | > loss_disc_real_0: 0.11638927459716797 (0.09424146637320518) | > loss_disc_real_1: 0.143144428730011 (0.15656904131174088) | > loss_disc_real_2: 0.14691965281963348 (0.1497029811143875) | > loss_disc_real_3: 0.21743695437908173 (0.2146657556295395) | > loss_disc_real_4: 0.29341933131217957 (0.25140412896871567) | > loss_disc_real_5: 0.2583932876586914 (0.2327800840139389) | > loss_0: 2.2104992866516113 (2.3790180683135986) | > loss_gen: 2.435965061187744 (2.084920108318329) | > loss_kl: 2.593600034713745 (2.625277042388916) | > loss_feat: 5.731105804443359 (5.147237300872803) | > loss_mel: 19.075176239013672 (19.137927055358887) | > loss_duration: 2.412336587905884 (2.4109684228897095) | > loss_1: 32.24818420410156 (31.406330108642578)  --> STEP: 3 | > loss_disc: 2.6462290287017822 (2.468088388442993) | > loss_disc_real_0: 0.1350007802248001 (0.10782790432373683) | > loss_disc_real_1: 0.19894690811634064 (0.17069499691327414) | > loss_disc_real_2: 0.19900406897068024 (0.16613667706648508) | > loss_disc_real_3: 0.19747188687324524 (0.20893446604410806) | > loss_disc_real_4: 0.22143228352069855 (0.24141351381937662) | > loss_disc_real_5: 0.21536076068878174 (0.2269736429055532) | > loss_0: 2.6462290287017822 (2.468088388442993) | > loss_gen: 1.8233840465545654 (1.997741421063741) | > loss_kl: 3.077921152114868 (2.776158412297567) | > loss_feat: 5.105490684509277 (5.133321762084961) | > loss_mel: 14.001714706420898 (17.42585627237956) | > loss_duration: 2.258540153503418 (2.360158999760946) | > loss_1: 26.267051696777344 (29.6932373046875)  --> STEP: 4 | > loss_disc: 2.432163953781128 (2.459107279777527) | > loss_disc_real_0: 0.10561856627464294 (0.10727556981146336) | > loss_disc_real_1: 0.176529198884964 (0.1721535474061966) | > loss_disc_real_2: 0.22705377638339996 (0.1813659518957138) | > loss_disc_real_3: 0.20682989060878754 (0.20840832218527794) | > loss_disc_real_4: 0.19414642453193665 (0.22959674149751663) | > loss_disc_real_5: 0.19420082867145538 (0.21878043934702873) | > loss_0: 2.432163953781128 (2.459107279777527) | > loss_gen: 2.1641526222229004 (2.039344221353531) | > loss_kl: 3.2174072265625 (2.8864706158638) | > loss_feat: 7.3008809089660645 (5.675211548805237) | > loss_mel: 17.854833602905273 (17.533100605010986) | > loss_duration: 2.363490343093872 (2.3609918355941772) | > loss_1: 32.90076446533203 (30.495119094848633)  --> STEP: 5 | > loss_disc: 2.315366744995117 (2.4303591728210447) | > loss_disc_real_0: 0.1685824692249298 (0.11953694969415665) | > loss_disc_real_1: 0.23125551640987396 (0.18397394120693206) | > loss_disc_real_2: 0.16577951610088348 (0.17824866473674775) | > loss_disc_real_3: 0.2774006128311157 (0.2222067803144455) | > loss_disc_real_4: 0.25533202290534973 (0.23474379777908325) | > loss_disc_real_5: 0.27766773104667664 (0.2305578976869583) | > loss_0: 2.315366744995117 (2.4303591728210447) | > loss_gen: 2.5983879566192627 (2.1511529684066772) | > loss_kl: 2.764646053314209 (2.862105703353882) | > loss_feat: 5.65810489654541 (5.671790218353271) | > loss_mel: 18.90979766845703 (17.808440017700196) | > loss_duration: 2.303468704223633 (2.3494872093200683) | > loss_1: 32.234405517578125 (30.842976379394532)  --> STEP: 6 | > loss_disc: 2.5073509216308594 (2.443191130956014) | > loss_disc_real_0: 0.12654374539852142 (0.12070474897821744) | > loss_disc_real_1: 0.18895533680915833 (0.1848041738073031) | > loss_disc_real_2: 0.21060852706432343 (0.18364197512467703) | > loss_disc_real_3: 0.25344663858413696 (0.22741342335939407) | > loss_disc_real_4: 0.27453216910362244 (0.24137519299983978) | > loss_disc_real_5: 0.2841210961341858 (0.2394850974281629) | > loss_0: 2.5073509216308594 (2.443191130956014) | > loss_gen: 2.2750260829925537 (2.1717984875043235) | > loss_kl: 2.6510820388793945 (2.826935092608134) | > loss_feat: 4.820361137390137 (5.529885371526082) | > loss_mel: 19.91990089416504 (18.160350163777668) | > loss_duration: 2.16823148727417 (2.3192779223124185) | > loss_1: 31.83460235595703 (31.00824737548828)  --> STEP: 7 | > loss_disc: 2.2355799674987793 (2.413532393319266) | > loss_disc_real_0: 0.06134490668773651 (0.11222477150814873) | > loss_disc_real_1: 0.22763580083847046 (0.19092297766889846) | > loss_disc_real_2: 0.1391221582889557 (0.17728200129100255) | > loss_disc_real_3: 0.157725527882576 (0.21745800971984863) | > loss_disc_real_4: 0.16823382675647736 (0.23092642639364516) | > loss_disc_real_5: 0.11716332286596298 (0.22201055820499146) | > loss_0: 2.2355799674987793 (2.413532393319266) | > loss_gen: 2.0661232471466064 (2.156702024596078) | > loss_kl: 3.5990383625030518 (2.937235559735979) | > loss_feat: 8.495851516723633 (5.953594820840018) | > loss_mel: 21.143281936645508 (18.586483274187362) | > loss_duration: 2.51230525970459 (2.346853256225586) | > loss_1: 37.81660079956055 (31.98086929321289)  --> STEP: 8 | > loss_disc: 2.5719408988952637 (2.433333456516266) | > loss_disc_real_0: 0.27350908517837524 (0.13238531071692705) | > loss_disc_real_1: 0.28638342022895813 (0.2028555329889059) | > loss_disc_real_2: 0.14393556118011475 (0.17311369627714157) | > loss_disc_real_3: 0.17907501757144928 (0.2126601357012987) | > loss_disc_real_4: 0.18295589089393616 (0.22493010945618153) | > loss_disc_real_5: 0.13707125186920166 (0.21139314491301775) | > loss_0: 2.5719408988952637 (2.433333456516266) | > loss_gen: 2.3222789764404297 (2.177399143576622) | > loss_kl: 2.711099147796631 (2.908968508243561) | > loss_feat: 11.013489723205566 (6.586081683635712) | > loss_mel: 20.23094367980957 (18.792040824890137) | > loss_duration: 2.2568509578704834 (2.335602968931198) | > loss_1: 38.53466033935547 (32.80009317398071)  --> STEP: 9 | > loss_disc: 2.45650053024292 (2.4359075758192272) | > loss_disc_real_0: 0.10022149980068207 (0.1288115539484554) | > loss_disc_real_1: 0.16016732156276703 (0.1981123983860016) | > loss_disc_real_2: 0.19539983570575714 (0.1755899339914322) | > loss_disc_real_3: 0.2579345107078552 (0.21769062181313834) | > loss_disc_real_4: 0.3320770263671875 (0.2368353224462933) | > loss_disc_real_5: 0.29366329312324524 (0.22053427249193192) | > loss_0: 2.45650053024292 (2.4359075758192272) | > loss_gen: 2.482605457305908 (2.211310956213209) | > loss_kl: 2.0501716136932373 (2.8135466310713024) | > loss_feat: 7.841721534729004 (6.725597222646077) | > loss_mel: 19.946815490722656 (18.92034912109375) | > loss_duration: 2.1631126403808594 (2.3164373768700495) | > loss_1: 34.48442840576172 (32.98724153306749)  --> STEP: 10 | > loss_disc: 2.212406873703003 (2.413557505607605) | > loss_disc_real_0: 0.11146381497383118 (0.12707678005099296) | > loss_disc_real_1: 0.2249704897403717 (0.2007982075214386) | > loss_disc_real_2: 0.18328489363193512 (0.17635942995548248) | > loss_disc_real_3: 0.2273637354373932 (0.2186579331755638) | > loss_disc_real_4: 0.1907854676246643 (0.2322303369641304) | > loss_disc_real_5: 0.21293188631534576 (0.2197740338742733) | > loss_0: 2.212406873703003 (2.413557505607605) | > loss_gen: 2.3890438079833984 (2.229084241390228) | > loss_kl: 2.6328604221343994 (2.795478010177612) | > loss_feat: 6.793822288513184 (6.732419729232788) | > loss_mel: 16.891075134277344 (18.71742172241211) | > loss_duration: 2.3187613487243652 (2.316669774055481) | > loss_1: 31.025562286376953 (32.791073608398435)  --> STEP: 11 | > loss_disc: 2.4002976417541504 (2.412352063439109) | > loss_disc_real_0: 0.09350603073835373 (0.12402489374984395) | > loss_disc_real_1: 0.15266217291355133 (0.19642220437526703) | > loss_disc_real_2: 0.21943126618862152 (0.18027505143122238) | > loss_disc_real_3: 0.20642562210559845 (0.21754590489647604) | > loss_disc_real_4: 0.1859467327594757 (0.22802273658188907) | > loss_disc_real_5: 0.2329639047384262 (0.22097311304374176) | > loss_0: 2.4002976417541504 (2.412352063439109) | > loss_gen: 2.089556932449341 (2.2163999405774204) | > loss_kl: 3.1344683170318604 (2.8262953108007256) | > loss_feat: 5.205194473266602 (6.593581069599498) | > loss_mel: 13.129060745239258 (18.209388906305488) | > loss_duration: 2.4376673698425293 (2.327669555490667) | > loss_1: 25.995948791503906 (32.17333498868075)  --> STEP: 12 | > loss_disc: 2.5293033123016357 (2.4220980008443194) | > loss_disc_real_0: 0.0886894166469574 (0.12108027065793674) | > loss_disc_real_1: 0.2133304625749588 (0.19783122589190802) | > loss_disc_real_2: 0.23003803193569183 (0.1844219664732615) | > loss_disc_real_3: 0.22357438504695892 (0.21804827824234962) | > loss_disc_real_4: 0.2178155481815338 (0.22717213754852614) | > loss_disc_real_5: 0.22925011813640594 (0.22166286346813044) | > loss_0: 2.5293033123016357 (2.4220980008443194) | > loss_gen: 2.1014339923858643 (2.2068194448947906) | > loss_kl: 2.3891470432281494 (2.789866288503011) | > loss_feat: 5.934172630310059 (6.538630366325378) | > loss_mel: 16.98741912841797 (18.10755809148153) | > loss_duration: 2.263205051422119 (2.322297513484955) | > loss_1: 29.675376892089844 (31.965171813964844)  --> STEP: 13 | > loss_disc: 2.439539909362793 (2.423439686114971) | > loss_disc_real_0: 0.11672057211399078 (0.12074490923147935) | > loss_disc_real_1: 0.17359575629234314 (0.1959669589996338) | > loss_disc_real_2: 0.15736788511276245 (0.18234088329168466) | > loss_disc_real_3: 0.23300766944885254 (0.21919900064284986) | > loss_disc_real_4: 0.2446344494819641 (0.22851539231263673) | > loss_disc_real_5: 0.21246613562107086 (0.22095542286451048) | > loss_0: 2.439539909362793 (2.423439686114971) | > loss_gen: 2.1073238849639893 (2.199165940284729) | > loss_kl: 3.1373965740203857 (2.8165993873889628) | > loss_feat: 6.273155212402344 (6.518209200638991) | > loss_mel: 18.30427360534668 (18.12269005408654) | > loss_duration: 2.242091417312622 (2.316127813779391) | > loss_1: 32.064239501953125 (31.972792405348557)  --> STEP: 14 | > loss_disc: 2.2664332389831543 (2.4122249398912703) | > loss_disc_real_0: 0.07159468531608582 (0.11723417895180839) | > loss_disc_real_1: 0.23082509636878967 (0.1984568259545735) | > loss_disc_real_2: 0.16443370282649994 (0.1810617989727429) | > loss_disc_real_3: 0.18119725584983826 (0.21648459030049189) | > loss_disc_real_4: 0.2581876516342163 (0.23063483940703527) | > loss_disc_real_5: 0.27011367678642273 (0.22446672671607562) | > loss_0: 2.2664332389831543 (2.4122249398912703) | > loss_gen: 2.45215106010437 (2.2172363059861318) | > loss_kl: 3.4706642627716064 (2.863318307059152) | > loss_feat: 7.092193603515625 (6.55920808655875) | > loss_mel: 18.351726531982422 (18.139049802507675) | > loss_duration: 2.358001708984375 (2.3191188062940324) | > loss_1: 33.72473907470703 (32.09793145315988)  --> STEP: 15 | > loss_disc: 2.5421602725982666 (2.42088729540507) | > loss_disc_real_0: 0.1669970452785492 (0.1205517033735911) | > loss_disc_real_1: 0.33889830112457275 (0.20781959096590677) | > loss_disc_real_2: 0.17598465085029602 (0.18072332243124645) | > loss_disc_real_3: 0.18986020982265472 (0.2147096316019694) | > loss_disc_real_4: 0.1912987381219864 (0.2280124326546987) | > loss_disc_real_5: 0.18329422175884247 (0.2217218930522601) | > loss_0: 2.5421602725982666 (2.42088729540507) | > loss_gen: 2.1209185123443604 (2.210815119743347) | > loss_kl: 3.243133544921875 (2.8886393229166667) | > loss_feat: 6.885840892791748 (6.580983606974284) | > loss_mel: 18.899124145507812 (18.189721425374348) | > loss_duration: 2.3253538608551025 (2.3195344765981036) | > loss_1: 33.47437286376953 (32.18969421386719)  --> STEP: 16 | > loss_disc: 2.9087295532226562 (2.451377436518669) | > loss_disc_real_0: 0.17780861258506775 (0.1241302601993084) | > loss_disc_real_1: 0.2855384349822998 (0.21267701871693134) | > loss_disc_real_2: 0.2158401906490326 (0.18291812669485807) | > loss_disc_real_3: 0.19838832318782806 (0.21368954982608557) | > loss_disc_real_4: 0.25658920407295227 (0.22979848086833954) | > loss_disc_real_5: 0.21753083169460297 (0.2214599517174065) | > loss_0: 2.9087295532226562 (2.451377436518669) | > loss_gen: 2.06231427192688 (2.201533816754818) | > loss_kl: 2.4616949558258057 (2.861955299973488) | > loss_feat: 5.937615394592285 (6.540773093700409) | > loss_mel: 16.724721908569336 (18.098158955574036) | > loss_duration: 2.3401880264282227 (2.3208253234624863) | > loss_1: 29.526535034179688 (32.02324676513672)  --> STEP: 17 | > loss_disc: 2.3461496829986572 (2.445187568664551) | > loss_disc_real_0: 0.0814763680100441 (0.12162120771758697) | > loss_disc_real_1: 0.19513699412345886 (0.21164525256437414) | > loss_disc_real_2: 0.18694134056568146 (0.18315478633431828) | > loss_disc_real_3: 0.24495163559913635 (0.21552849604802973) | > loss_disc_real_4: 0.28042277693748474 (0.23277638063711278) | > loss_disc_real_5: 0.2935309112071991 (0.22569941992268844) | > loss_0: 2.3461496829986572 (2.445187568664551) | > loss_gen: 2.4370110034942627 (2.215385415974785) | > loss_kl: 2.698103427886963 (2.8523169545566334) | > loss_feat: 6.001012325286865 (6.509022460264318) | > loss_mel: 17.776769638061523 (18.07925370160271) | > loss_duration: 2.38773512840271 (2.324761194341323) | > loss_1: 31.30063247680664 (31.980740042293775)  --> STEP: 18 | > loss_disc: 2.218970537185669 (2.432619955804613) | > loss_disc_real_0: 0.07984670996665955 (0.11930040228697988) | > loss_disc_real_1: 0.1903623342514038 (0.21046286821365356) | > loss_disc_real_2: 0.10132088512182236 (0.1786084584891796) | > loss_disc_real_3: 0.1380532681941986 (0.21122431672281688) | > loss_disc_real_4: 0.15321527421474457 (0.22835631916920343) | > loss_disc_real_5: 0.17159917950630188 (0.22269385101066697) | > loss_0: 2.218970537185669 (2.432619955804613) | > loss_gen: 2.0765035152435303 (2.207669754823049) | > loss_kl: 2.5611026287078857 (2.83613838089837) | > loss_feat: 10.315764427185059 (6.720508125093248) | > loss_mel: 18.816850662231445 (18.12023131052653) | > loss_duration: 2.258626937866211 (2.3210870689815946) | > loss_1: 36.028846740722656 (32.205634858873154)  --> STEP: 19 | > loss_disc: 2.488684892654419 (2.435570741954603) | > loss_disc_real_0: 0.09725993871688843 (0.11814037788855403) | > loss_disc_real_1: 0.23714734613895416 (0.21186731442024834) | > loss_disc_real_2: 0.1603182703256607 (0.17764581700688914) | > loss_disc_real_3: 0.16704563796520233 (0.20889912310399508) | > loss_disc_real_4: 0.28299668431282043 (0.23123212786097275) | > loss_disc_real_5: 0.2224615216255188 (0.22268162314829074) | > loss_0: 2.488684892654419 (2.435570741954603) | > loss_gen: 1.9476426839828491 (2.19398411951567) | > loss_kl: 1.9622299671173096 (2.7901432012256824) | > loss_feat: 7.249095439910889 (6.74832851008365) | > loss_mel: 16.074251174926758 (18.012548145494964) | > loss_duration: 2.3052425384521484 (2.32025314632215) | > loss_1: 29.538461685180664 (32.06525732341566)  --> STEP: 20 | > loss_disc: 2.433736562728882 (2.4354790329933165) | > loss_disc_real_0: 0.141208216547966 (0.11929376982152462) | > loss_disc_real_1: 0.18239708244800568 (0.2103938028216362) | > loss_disc_real_2: 0.17780080437660217 (0.1776535663753748) | > loss_disc_real_3: 0.24180066585540771 (0.2105442002415657) | > loss_disc_real_4: 0.27543705701828003 (0.23344237431883813) | > loss_disc_real_5: 0.2627715766429901 (0.2246861208230257) | > loss_0: 2.433736562728882 (2.4354790329933165) | > loss_gen: 2.3082680702209473 (2.199698317050934) | > loss_kl: 2.2314229011535645 (2.7622071862220765) | > loss_feat: 5.453994274139404 (6.683611798286438) | > loss_mel: 18.7695255279541 (18.05039701461792) | > loss_duration: 2.3009121417999268 (2.3192860960960386) | > loss_1: 31.064123153686523 (32.0152006149292)  --> STEP: 21 | > loss_disc: 2.4924211502075195 (2.4381905623844693) | > loss_disc_real_0: 0.04710090160369873 (0.11585601419210434) | > loss_disc_real_1: 0.1886802613735199 (0.20935982465744019) | > loss_disc_real_2: 0.23294416069984436 (0.18028645181939715) | > loss_disc_real_3: 0.21945573389530182 (0.21096855898698172) | > loss_disc_real_4: 0.22490662336349487 (0.2330359099876313) | > loss_disc_real_5: 0.2244359403848648 (0.22467420746882757) | > loss_0: 2.4924211502075195 (2.4381905623844693) | > loss_gen: 2.079946994781494 (2.1939958731333418) | > loss_kl: 2.2129595279693604 (2.73605253582909) | > loss_feat: 6.905614852905273 (6.694183372315907) | > loss_mel: 17.674049377441406 (18.032475698561896) | > loss_duration: 2.1800179481506348 (2.31265427952721) | > loss_1: 31.052587509155273 (31.96936189560663)  --> STEP: 22 | > loss_disc: 2.7228896617889404 (2.451131430539218) | > loss_disc_real_0: 0.06745602935552597 (0.11365601488135078) | > loss_disc_real_1: 0.24072116613388062 (0.21078534017909656) | > loss_disc_real_2: 0.15688444674015045 (0.17922272431579503) | > loss_disc_real_3: 0.19335858523845673 (0.21016810563477603) | > loss_disc_real_4: 0.1795530468225479 (0.23060487075285477) | > loss_disc_real_5: 0.1903461366891861 (0.2231138406152075) | > loss_0: 2.7228896617889404 (2.451131430539218) | > loss_gen: 1.6935166120529175 (2.171246815811504) | > loss_kl: 2.4532999992370605 (2.7232001478021797) | > loss_feat: 5.746676921844482 (6.651114897294478) | > loss_mel: 18.037189483642578 (18.03268996152011) | > loss_duration: 2.184990644454956 (2.306851387023926) | > loss_1: 30.115673065185547 (31.885103312405672)  --> STEP: 23 | > loss_disc: 2.3805441856384277 (2.4480624198913574) | > loss_disc_real_0: 0.08398330211639404 (0.11236589693504831) | > loss_disc_real_1: 0.14222177863121033 (0.20780431576397107) | > loss_disc_real_2: 0.11363853514194489 (0.17637123782997546) | > loss_disc_real_3: 0.20667995512485504 (0.21001644691695337) | > loss_disc_real_4: 0.17612196505069733 (0.22823604876580444) | > loss_disc_real_5: 0.1607542484998703 (0.2204025540014972) | > loss_0: 2.3805441856384277 (2.4480624198913574) | > loss_gen: 1.9136675596237183 (2.160047717716383) | > loss_kl: 2.410080671310425 (2.709586257519929) | > loss_feat: 8.76744270324707 (6.743129149727199) | > loss_mel: 17.45354652404785 (18.007509812064793) | > loss_duration: 2.3021631240844727 (2.3066475495048193) | > loss_1: 32.846900939941406 (31.926920600559402)  --> STEP: 24 | > loss_disc: 2.594190835952759 (2.4541511038939157) | > loss_disc_real_0: 0.1107122153043747 (0.11229699353377025) | > loss_disc_real_1: 0.16793228685855865 (0.20614298122624555) | > loss_disc_real_2: 0.14370940625667572 (0.17501032818108797) | > loss_disc_real_3: 0.24026840925216675 (0.21127694534758726) | > loss_disc_real_4: 0.24827393889427185 (0.2290709608544906) | > loss_disc_real_5: 0.22698800265789032 (0.22067694769551358) | > loss_0: 2.594190835952759 (2.4541511038939157) | > loss_gen: 1.8742144107818604 (2.148137996594111) | > loss_kl: 2.7706663608551025 (2.7121312618255615) | > loss_feat: 4.785683631896973 (6.661568919817607) | > loss_mel: 19.07150650024414 (18.051843007405598) | > loss_duration: 2.461479425430298 (2.313098877668381) | > loss_1: 30.963550567626953 (31.88678018252055)  --> STEP: 25 | > loss_disc: 2.693253517150879 (2.4637152004241942) | > loss_disc_real_0: 0.07798842340707779 (0.11092465072870254) | > loss_disc_real_1: 0.33534368872642517 (0.21131100952625276) | > loss_disc_real_2: 0.2316027283668518 (0.17727402418851854) | > loss_disc_real_3: 0.20439954102039337 (0.21100184917449952) | > loss_disc_real_4: 0.19638291001319885 (0.22776343882083894) | > loss_disc_real_5: 0.17623773217201233 (0.21889937907457352) | > loss_0: 2.693253517150879 (2.4637152004241942) | > loss_gen: 1.9339789152145386 (2.139571633338928) | > loss_kl: 2.923151969909668 (2.720572090148926) | > loss_feat: 6.388604640960693 (6.65065034866333) | > loss_mel: 17.473100662231445 (18.028693313598634) | > loss_duration: 2.2980899810791016 (2.31249852180481) | > loss_1: 31.016925811767578 (31.851986007690428)  --> STEP: 26 | > loss_disc: 2.152177333831787 (2.451732974786025) | > loss_disc_real_0: 0.027298297733068466 (0.10770825253656277) | > loss_disc_real_1: 0.2124912440776825 (0.2113564031628462) | > loss_disc_real_2: 0.19328556954860687 (0.17788985285621423) | > loss_disc_real_3: 0.18171720206737518 (0.20987551659345627) | > loss_disc_real_4: 0.11284016817808151 (0.22334331302688673) | > loss_disc_real_5: 0.0934302881360054 (0.21407364480770552) | > loss_0: 2.152177333831787 (2.451732974786025) | > loss_gen: 2.1612863540649414 (2.1404068149053135) | > loss_kl: 2.544250011444092 (2.7137904717372012) | > loss_feat: 11.592377662658691 (6.8407167838169975) | > loss_mel: 19.00472068786621 (18.066232827993538) | > loss_duration: 2.291436195373535 (2.311688432326684) | > loss_1: 37.59407043457031 (32.07283540872427) --> EVAL PERFORMANCE | > avg_loader_time: 0.002472208096430853 (+1.263618469238368e-05) | > avg_loss_disc: 2.451732974786025 (+0.033876822544979035) | > avg_loss_disc_real_0: 0.10770825253656277 (-0.03651310689747339) | > avg_loss_disc_real_1: 0.2113564031628462 (-0.011062079897293658) | > avg_loss_disc_real_2: 0.17788985285621423 (-0.1057804155235107) | > avg_loss_disc_real_3: 0.20987551659345627 (-0.053444591279213194) | > avg_loss_disc_real_4: 0.22334331302688673 (-0.026387075105538726) | > avg_loss_disc_real_5: 0.21407364480770552 (-0.02717347729664582) | > avg_loss_0: 2.451732974786025 (+0.033876822544979035) | > avg_loss_gen: 2.1404068149053135 (-0.4649881995641274) | > avg_loss_kl: 2.7137904717372012 (+0.05359660662137511) | > avg_loss_feat: 6.8407167838169975 (-0.4240035277146559) | > avg_loss_mel: 18.066232827993538 (+0.05026817321777344) | > avg_loss_duration: 2.311688432326684 (-0.020271539688109463) | > avg_loss_1: 32.07283540872427 (-0.8053982074444122)  > EPOCH: 454/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:04:46)   --> TIME: 2024-06-11 11:04:49 -- STEP: 4/330 -- GLOBAL_STEP: 237825 | > loss_disc: 2.274580955505371 (2.2601512670516968) | > loss_disc_real_0: 0.07378212362527847 (0.10200798697769642) | > loss_disc_real_1: 0.22372755408287048 (0.19433217495679855) | > loss_disc_real_2: 0.23160643875598907 (0.19175376370549202) | > loss_disc_real_3: 0.21191507577896118 (0.21140239015221596) | > loss_disc_real_4: 0.22133906185626984 (0.22684023529291153) | > loss_disc_real_5: 0.22413134574890137 (0.2121441401541233) | > loss_0: 2.274580955505371 (2.2601512670516968) | > grad_norm_0: tensor(11.1501, device='cuda:0') (tensor(8.6180, device='cuda:0')) | > loss_gen: 2.601226806640625 (2.5749614238739014) | > loss_kl: 1.6797066926956177 (1.8413140773773193) | > loss_feat: 7.095585823059082 (7.027053475379944) | > loss_mel: 17.54542350769043 (18.3153133392334) | > loss_duration: 2.18489408493042 (2.2007282972335815) | > loss_1: 31.10683822631836 (31.95937156677246) | > grad_norm_1: tensor(49.5727, device='cuda:0') (tensor(62.3790, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3491 (0.36054372787475586) | > loader_time: 0.0028 (0.0036714673042297363)  --> TIME: 2024-06-11 11:04:58 -- STEP: 29/330 -- GLOBAL_STEP: 237850 | > loss_disc: 2.3022561073303223 (2.29458789167733) | > loss_disc_real_0: 0.09315885603427887 (0.10589806838282223) | > loss_disc_real_1: 0.21248556673526764 (0.19522075663352834) | > loss_disc_real_2: 0.2327752262353897 (0.20546051089105935) | > loss_disc_real_3: 0.21834684908390045 (0.2190257017982417) | > loss_disc_real_4: 0.24061648547649384 (0.2230987142899941) | > loss_disc_real_5: 0.2277652621269226 (0.21329793128474006) | > loss_0: 2.3022561073303223 (2.29458789167733) | > grad_norm_0: tensor(6.5718, device='cuda:0') (tensor(8.3577, device='cuda:0')) | > loss_gen: 2.7029635906219482 (2.541890760947918) | > loss_kl: 1.8993799686431885 (1.8477865416428139) | > loss_feat: 7.368603706359863 (7.265588004013588) | > loss_mel: 18.28325843811035 (18.109823753093853) | > loss_duration: 2.0213704109191895 (2.0607260424515306) | > loss_1: 32.275577545166016 (31.825815595429518) | > grad_norm_1: tensor(112.7953, device='cuda:0') (tensor(72.5972, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3651 (0.35507398638232) | > loader_time: 0.0032 (0.0032123286148597456)  --> TIME: 2024-06-11 11:05:07 -- STEP: 54/330 -- GLOBAL_STEP: 237875 | > loss_disc: 2.3584179878234863 (2.327587604522705) | > loss_disc_real_0: 0.09367844462394714 (0.10731102057077267) | > loss_disc_real_1: 0.23670025169849396 (0.1970716673466894) | > loss_disc_real_2: 0.19857493042945862 (0.20866446804117272) | > loss_disc_real_3: 0.22656723856925964 (0.22616204095107537) | > loss_disc_real_4: 0.22988000512123108 (0.22741843456471408) | > loss_disc_real_5: 0.2214740812778473 (0.21782321482896805) | > loss_0: 2.3584179878234863 (2.327587604522705) | > grad_norm_0: tensor(18.9753, device='cuda:0') (tensor(9.3272, device='cuda:0')) | > loss_gen: 2.457813262939453 (2.5198184163482105) | > loss_kl: 1.857452630996704 (1.8581743858478688) | > loss_feat: 7.406315326690674 (7.225349293814765) | > loss_mel: 18.28568458557129 (18.149429321289066) | > loss_duration: 2.0155303478240967 (2.0333928819055918) | > loss_1: 32.022796630859375 (31.786164460358798) | > grad_norm_1: tensor(82.6792, device='cuda:0') (tensor(88.4909, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3761 (0.3569121846446284) | > loader_time: 0.0033 (0.003324888370655201)  --> TIME: 2024-06-11 11:05:16 -- STEP: 79/330 -- GLOBAL_STEP: 237900 | > loss_disc: 2.294790506362915 (2.33457609369785) | > loss_disc_real_0: 0.0912923514842987 (0.10888753142915195) | > loss_disc_real_1: 0.1738245040178299 (0.1955626307031776) | > loss_disc_real_2: 0.18044951558113098 (0.209829773140859) | > loss_disc_real_3: 0.24233555793762207 (0.22771674432332004) | > loss_disc_real_4: 0.18690219521522522 (0.2276050020245057) | > loss_disc_real_5: 0.2106536477804184 (0.21918154234373116) | > loss_0: 2.294790506362915 (2.33457609369785) | > grad_norm_0: tensor(9.6539, device='cuda:0') (tensor(9.8343, device='cuda:0')) | > loss_gen: 2.45513653755188 (2.50113071671015) | > loss_kl: 1.9874929189682007 (1.8817051407657093) | > loss_feat: 6.918939113616943 (7.189597129821777) | > loss_mel: 17.51784324645996 (18.057729696925684) | > loss_duration: 1.974181056022644 (2.023492171794553) | > loss_1: 30.853591918945312 (31.65365494353862) | > grad_norm_1: tensor(71.3112, device='cuda:0') (tensor(100.6843, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3726 (0.3640738348417644) | > loader_time: 0.0033 (0.003416121760501137)  --> TIME: 2024-06-11 11:05:26 -- STEP: 104/330 -- GLOBAL_STEP: 237925 | > loss_disc: 2.3261959552764893 (2.3388441525972814) | > loss_disc_real_0: 0.14270329475402832 (0.11134723796007726) | > loss_disc_real_1: 0.218670055270195 (0.1967760949180676) | > loss_disc_real_2: 0.17350617051124573 (0.2092182497279002) | > loss_disc_real_3: 0.2063489705324173 (0.22857961732034499) | > loss_disc_real_4: 0.20535366237163544 (0.22838723860107935) | > loss_disc_real_5: 0.21266219019889832 (0.2196123541261141) | > loss_0: 2.3261959552764893 (2.3388441525972814) | > grad_norm_0: tensor(5.4370, device='cuda:0') (tensor(9.4129, device='cuda:0')) | > loss_gen: 2.6215381622314453 (2.4969721596974592) | > loss_kl: 1.7655017375946045 (1.8867788738929308) | > loss_feat: 7.658268451690674 (7.149972929404332) | > loss_mel: 17.986474990844727 (18.035623587094822) | > loss_duration: 2.067625045776367 (2.024088193590824) | > loss_1: 32.09940719604492 (31.593435745972855) | > grad_norm_1: tensor(46.7833, device='cuda:0') (tensor(95.5725, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3824 (0.36664943970166725) | > loader_time: 0.0038 (0.0035120776066413294)  --> TIME: 2024-06-11 11:05:36 -- STEP: 129/330 -- GLOBAL_STEP: 237950 | > loss_disc: 2.4308152198791504 (2.341246701026148) | > loss_disc_real_0: 0.13197052478790283 (0.11266943621774052) | > loss_disc_real_1: 0.19102318584918976 (0.1969178364027378) | > loss_disc_real_2: 0.19900904595851898 (0.20967695001483888) | > loss_disc_real_3: 0.2693539559841156 (0.22884712859179623) | > loss_disc_real_4: 0.26033762097358704 (0.22860252013964247) | > loss_disc_real_5: 0.23098821938037872 (0.21976149913876555) | > loss_0: 2.4308152198791504 (2.341246701026148) | > grad_norm_0: tensor(4.4010, device='cuda:0') (tensor(10.2044, device='cuda:0')) | > loss_gen: 2.467327833175659 (2.497659823691198) | > loss_kl: 1.9140946865081787 (1.8977051945619805) | > loss_feat: 6.4684739112854 (7.157907992370369) | > loss_mel: 18.29690933227539 (18.01067878664002) | > loss_duration: 1.9914414882659912 (2.024843700172365) | > loss_1: 31.138246536254883 (31.588795477105666) | > grad_norm_1: tensor(121.1286, device='cuda:0') (tensor(111.4885, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3676 (0.36885505868482965) | > loader_time: 0.0041 (0.003637112388315127)  --> TIME: 2024-06-11 11:05:45 -- STEP: 154/330 -- GLOBAL_STEP: 237975 | > loss_disc: 2.5083253383636475 (2.347121529764943) | > loss_disc_real_0: 0.19517533481121063 (0.1143615748975184) | > loss_disc_real_1: 0.1725631058216095 (0.19752654249404933) | > loss_disc_real_2: 0.2332874834537506 (0.21109696835666514) | > loss_disc_real_3: 0.2670017182826996 (0.22877796052338242) | > loss_disc_real_4: 0.22126519680023193 (0.228745519534334) | > loss_disc_real_5: 0.2153281420469284 (0.2201578514529513) | > loss_0: 2.5083253383636475 (2.347121529764943) | > grad_norm_0: tensor(50.8187, device='cuda:0') (tensor(13.1366, device='cuda:0')) | > loss_gen: 2.4129862785339355 (2.497215320537616) | > loss_kl: 2.1086578369140625 (1.9064944525817773) | > loss_feat: 6.904891490936279 (7.147436241050819) | > loss_mel: 17.852550506591797 (18.02153005228413) | > loss_duration: 2.0295424461364746 (2.0273268563406814) | > loss_1: 31.308629989624023 (31.60000299478506) | > grad_norm_1: tensor(326.8191, device='cuda:0') (tensor(144.3011, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3953 (0.3714096917734518) | > loader_time: 0.0047 (0.003727436065673828)  --> TIME: 2024-06-11 11:05:55 -- STEP: 179/330 -- GLOBAL_STEP: 238000 | > loss_disc: 2.4204041957855225 (2.3510950317595913) | > loss_disc_real_0: 0.15115627646446228 (0.11463054552591047) | > loss_disc_real_1: 0.15116314589977264 (0.1989272330892818) | > loss_disc_real_2: 0.20184020698070526 (0.21138339726951538) | > loss_disc_real_3: 0.24647511541843414 (0.2288950536837125) | > loss_disc_real_4: 0.24445021152496338 (0.22908770480302462) | > loss_disc_real_5: 0.26626163721084595 (0.2200144959728145) | > loss_0: 2.4204041957855225 (2.3510950317595913) | > grad_norm_0: tensor(69.2414, device='cuda:0') (tensor(15.5426, device='cuda:0')) | > loss_gen: 2.456757068634033 (2.497143897264362) | > loss_kl: 2.010495662689209 (1.9092050404522005) | > loss_feat: 6.717965126037598 (7.135703401192607) | > loss_mel: 17.297256469726562 (18.012937897410463) | > loss_duration: 2.102800130844116 (2.033031378378415) | > loss_1: 30.58527374267578 (31.588021699276716) | > grad_norm_1: tensor(304.1008, device='cuda:0') (tensor(167.8765, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.3983 (0.37398203791186796) | > loader_time: 0.0043 (0.0038429851638538213) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_238000.pth  --> TIME: 2024-06-11 11:06:10 -- STEP: 204/330 -- GLOBAL_STEP: 238025 | > loss_disc: 2.288719654083252 (2.354198164799634) | > loss_disc_real_0: 0.08236312866210938 (0.11465548880982633) | > loss_disc_real_1: 0.15281373262405396 (0.19972036362570872) | > loss_disc_real_2: 0.2327391803264618 (0.211744930229935) | > loss_disc_real_3: 0.24077802896499634 (0.22983713689095833) | > loss_disc_real_4: 0.2223622053861618 (0.22892894340204262) | > loss_disc_real_5: 0.23327979445457458 (0.22107691748761663) | > loss_0: 2.288719654083252 (2.354198164799634) | > grad_norm_0: tensor(27.7109, device='cuda:0') (tensor(17.8942, device='cuda:0')) | > loss_gen: 2.644897699356079 (2.504964588903911) | > loss_kl: 2.002211809158325 (1.9167710793953316) | > loss_feat: 8.15521240234375 (7.140684408300063) | > loss_mel: 18.53040885925293 (18.015799681345616) | > loss_duration: 2.035630464553833 (2.0402649979965357) | > loss_1: 33.36835861206055 (31.618484824311498) | > grad_norm_1: tensor(331.8497, device='cuda:0') (tensor(191.4451, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.4036 (0.37733952905617507) | > loader_time: 0.005 (0.003976201309877282)  --> TIME: 2024-06-11 11:06:21 -- STEP: 229/330 -- GLOBAL_STEP: 238050 | > loss_disc: 2.2769737243652344 (2.3540975454072246) | > loss_disc_real_0: 0.08349531888961792 (0.11578229416210578) | > loss_disc_real_1: 0.17013168334960938 (0.19971719572898078) | > loss_disc_real_2: 0.21707752346992493 (0.21161821061607014) | > loss_disc_real_3: 0.2369718700647354 (0.2298600076327678) | > loss_disc_real_4: 0.24642978608608246 (0.22883278411288452) | > loss_disc_real_5: 0.22022508084774017 (0.22069269789618695) | > loss_0: 2.2769737243652344 (2.3540975454072246) | > grad_norm_0: tensor(44.2121, device='cuda:0') (tensor(21.0919, device='cuda:0')) | > loss_gen: 2.44563889503479 (2.512331930310443) | > loss_kl: 1.967590570449829 (1.9198509173622298) | > loss_feat: 7.173238754272461 (7.140359058130256) | > loss_mel: 17.93686866760254 (17.962761641589832) | > loss_duration: 2.146310806274414 (2.0484609957865754) | > loss_1: 31.669647216796875 (31.58376461345556) | > grad_norm_1: tensor(432.4276, device='cuda:0') (tensor(220.4322, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.4019 (0.38006446975807956) | > loader_time: 0.0055 (0.004106701721791095)  --> TIME: 2024-06-11 11:06:32 -- STEP: 254/330 -- GLOBAL_STEP: 238075 | > loss_disc: 2.3639142513275146 (2.352355559041181) | > loss_disc_real_0: 0.16535645723342896 (0.11729136405615356) | > loss_disc_real_1: 0.2107391506433487 (0.19952462079722108) | > loss_disc_real_2: 0.22307568788528442 (0.2114144314931134) | > loss_disc_real_3: 0.2229045182466507 (0.22918746767081613) | > loss_disc_real_4: 0.21311351656913757 (0.2276530769162291) | > loss_disc_real_5: 0.1934451311826706 (0.22027000385945236) | > loss_0: 2.3639142513275146 (2.352355559041181) | > grad_norm_0: tensor(47.0117, device='cuda:0') (tensor(23.5869, device='cuda:0')) | > loss_gen: 2.5750091075897217 (2.5149749489281104) | > loss_kl: 2.0119400024414062 (1.921887070644559) | > loss_feat: 7.251088619232178 (7.138948969953642) | > loss_mel: 17.06797981262207 (17.907227245841437) | > loss_duration: 2.066922664642334 (2.055426237151377) | > loss_1: 30.97294044494629 (31.53846453118512) | > grad_norm_1: tensor(424.0584, device='cuda:0') (tensor(242.1725, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.4502 (0.384264302065992) | > loader_time: 0.0055 (0.004244480546065201)  --> TIME: 2024-06-11 11:06:43 -- STEP: 279/330 -- GLOBAL_STEP: 238100 | > loss_disc: 2.4589240550994873 (2.353074676247054) | > loss_disc_real_0: 0.10278220474720001 (0.11761294591063667) | > loss_disc_real_1: 0.1971677541732788 (0.1995280155357921) | > loss_disc_real_2: 0.21517151594161987 (0.21165081239088462) | > loss_disc_real_3: 0.24107129871845245 (0.22936203899562999) | > loss_disc_real_4: 0.2468881607055664 (0.22807399554705537) | > loss_disc_real_5: 0.25572478771209717 (0.220720755049832) | > loss_0: 2.4589240550994873 (2.353074676247054) | > grad_norm_0: tensor(28.7520, device='cuda:0') (tensor(23.5172, device='cuda:0')) | > loss_gen: 2.3433432579040527 (2.5100521101319218) | > loss_kl: 2.0336062908172607 (1.9281497963013188) | > loss_feat: 6.990978717803955 (7.141333260416557) | > loss_mel: 17.320463180541992 (17.864000204216193) | > loss_duration: 2.1501708030700684 (2.0646753080429554) | > loss_1: 30.83856201171875 (31.508210712009006) | > grad_norm_1: tensor(267.0921, device='cuda:0') (tensor(247.4274, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.438 (0.3890225613843583) | > loader_time: 0.0058 (0.004397183763510862)  --> TIME: 2024-06-11 11:06:55 -- STEP: 304/330 -- GLOBAL_STEP: 238125 | > loss_disc: 2.393223285675049 (2.358890235424043) | > loss_disc_real_0: 0.12162022292613983 (0.11868439416254037) | > loss_disc_real_1: 0.1875292956829071 (0.20008522522096567) | > loss_disc_real_2: 0.24800527095794678 (0.2122840228441515) | > loss_disc_real_3: 0.2457566112279892 (0.22995932174748496) | > loss_disc_real_4: 0.2438248246908188 (0.22819284682995394) | > loss_disc_real_5: 0.202047660946846 (0.2208112146411287) | > loss_0: 2.393223285675049 (2.358890235424043) | > grad_norm_0: tensor(14.6471, device='cuda:0') (tensor(23.6745, device='cuda:0')) | > loss_gen: 2.449740409851074 (2.502324622712634) | > loss_kl: 2.011186361312866 (1.934800613867609) | > loss_feat: 7.369565010070801 (7.139373848312779) | > loss_mel: 16.954891204833984 (17.818314320162724) | > loss_duration: 2.2160611152648926 (2.07500187503664) | > loss_1: 31.001445770263672 (31.469815310678985) | > grad_norm_1: tensor(103.3870, device='cuda:0') (tensor(250.2971, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.4891 (0.3953279225449814) | > loader_time: 0.0065 (0.0045561664982845885)  --> TIME: 2024-06-11 11:07:22 -- STEP: 329/330 -- GLOBAL_STEP: 238150 | > loss_disc: 2.770918846130371 (2.3672186668882986) | > loss_disc_real_0: 0.16806671023368835 (0.1200583145294146) | > loss_disc_real_1: 0.17494270205497742 (0.20191824757762947) | > loss_disc_real_2: 0.2254633605480194 (0.21273750623852292) | > loss_disc_real_3: 0.2748757600784302 (0.23011666735617223) | > loss_disc_real_4: 0.2676864266395569 (0.22860186359077964) | > loss_disc_real_5: 0.32419508695602417 (0.22164267369497873) | > loss_0: 2.770918846130371 (2.3672186668882986) | > grad_norm_0: tensor(8.0008, device='cuda:0') (tensor(23.9690, device='cuda:0')) | > loss_gen: 1.9093587398529053 (2.4954672113377963) | > loss_kl: 2.1596057415008545 (1.9443129964150194) | > loss_feat: 9.141595840454102 (7.2164869569355234) | > loss_mel: 17.701248168945312 (17.793408361974095) | > loss_duration: 2.26174259185791 (2.089073433339775) | > loss_1: 33.17354965209961 (31.53874895275545) | > grad_norm_1: tensor(165.3783, device='cuda:0') (tensor(256.0338, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 13.0308 (0.4466175721409111) | > loader_time: 0.0339 (0.004984041115433246)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.427003860473633 (2.427003860473633) | > loss_disc_real_0: 0.0632929652929306 (0.0632929652929306) | > loss_disc_real_1: 0.2112509310245514 (0.2112509310245514) | > loss_disc_real_2: 0.19825242459774017 (0.19825242459774017) | > loss_disc_real_3: 0.25174227356910706 (0.25174227356910706) | > loss_disc_real_4: 0.2166815996170044 (0.2166815996170044) | > loss_disc_real_5: 0.19807465374469757 (0.19807465374469757) | > loss_0: 2.427003860473633 (2.427003860473633) | > loss_gen: 2.0971667766571045 (2.0971667766571045) | > loss_kl: 2.5269052982330322 (2.5269052982330322) | > loss_feat: 7.0808563232421875 (7.0808563232421875) | > loss_mel: 16.390478134155273 (16.390478134155273) | > loss_duration: 2.9332833290100098 (2.9332833290100098) | > loss_1: 31.028688430786133 (31.028688430786133)  --> STEP: 1 | > loss_disc: 2.38919734954834 (2.38919734954834) | > loss_disc_real_0: 0.10579413175582886 (0.10579413175582886) | > loss_disc_real_1: 0.185007244348526 (0.185007244348526) | > loss_disc_real_2: 0.1913345754146576 (0.1913345754146576) | > loss_disc_real_3: 0.2515011727809906 (0.2515011727809906) | > loss_disc_real_4: 0.2648993134498596 (0.2648993134498596) | > loss_disc_real_5: 0.26096147298812866 (0.26096147298812866) | > loss_0: 2.38919734954834 (2.38919734954834) | > loss_gen: 2.2099862098693848 (2.2099862098693848) | > loss_kl: 3.0206220149993896 (3.0206220149993896) | > loss_feat: 5.287458419799805 (5.287458419799805) | > loss_mel: 18.944320678710938 (18.944320678710938) | > loss_duration: 2.420633316040039 (2.420633316040039) | > loss_1: 31.883020401000977 (31.883020401000977)  --> STEP: 2 | > loss_disc: 2.260720729827881 (2.3249590396881104) | > loss_disc_real_0: 0.10000815987586975 (0.1029011458158493) | > loss_disc_real_1: 0.20206229388713837 (0.19353476911783218) | > loss_disc_real_2: 0.1605038344860077 (0.17591920495033264) | > loss_disc_real_3: 0.2500702440738678 (0.2507857084274292) | > loss_disc_real_4: 0.2545108199119568 (0.2597050666809082) | > loss_disc_real_5: 0.22044003009796143 (0.24070075154304504) | > loss_0: 2.260720729827881 (2.3249590396881104) | > loss_gen: 2.4681477546691895 (2.339066982269287) | > loss_kl: 2.187987804412842 (2.6043049097061157) | > loss_feat: 5.877250671386719 (5.582354545593262) | > loss_mel: 19.11625862121582 (19.03028964996338) | > loss_duration: 2.437995433807373 (2.429314374923706) | > loss_1: 32.08763885498047 (31.985329627990723)  --> STEP: 3 | > loss_disc: 1.9122425317764282 (2.1873868703842163) | > loss_disc_real_0: 0.0791405588388443 (0.09498095015684764) | > loss_disc_real_1: 0.15457499027252197 (0.18054817616939545) | > loss_disc_real_2: 0.14873191714286804 (0.16685677568117777) | > loss_disc_real_3: 0.18953494727611542 (0.23036878804365793) | > loss_disc_real_4: 0.18468444049358368 (0.23469819128513336) | > loss_disc_real_5: 0.1557997167110443 (0.2124004065990448) | > loss_0: 1.9122425317764282 (2.1873868703842163) | > loss_gen: 2.5363457202911377 (2.404826561609904) | > loss_kl: 3.3769888877868652 (2.8618662357330322) | > loss_feat: 7.488917350769043 (6.2178754806518555) | > loss_mel: 19.316465377807617 (19.125681559244793) | > loss_duration: 2.2631099224090576 (2.3739128907521567) | > loss_1: 34.98182678222656 (32.984162012736)  --> STEP: 4 | > loss_disc: 2.689906120300293 (2.3130166828632355) | > loss_disc_real_0: 0.11876461654901505 (0.10092686675488949) | > loss_disc_real_1: 0.24369321763515472 (0.19633443653583527) | > loss_disc_real_2: 0.22858361899852753 (0.1822884865105152) | > loss_disc_real_3: 0.2878713309764862 (0.244744423776865) | > loss_disc_real_4: 0.24210640788078308 (0.2365502454340458) | > loss_disc_real_5: 0.26689326763153076 (0.2260236218571663) | > loss_0: 2.689906120300293 (2.3130166828632355) | > loss_gen: 1.9650533199310303 (2.2948832511901855) | > loss_kl: 3.3897178173065186 (2.993829131126404) | > loss_feat: 4.271700859069824 (5.731331825256348) | > loss_mel: 18.27583122253418 (18.91321897506714) | > loss_duration: 2.339571952819824 (2.3653276562690735) | > loss_1: 30.24187469482422 (32.29859018325806)  --> STEP: 5 | > loss_disc: 2.7676007747650146 (2.4039335012435914) | > loss_disc_real_0: 0.22580423951148987 (0.12590234130620956) | > loss_disc_real_1: 0.22902773320674896 (0.202873095870018) | > loss_disc_real_2: 0.32732757925987244 (0.21129630506038666) | > loss_disc_real_3: 0.2677280604839325 (0.2493411511182785) | > loss_disc_real_4: 0.2522377669811249 (0.2396877497434616) | > loss_disc_real_5: 0.20010076463222504 (0.22083905041217805) | > loss_0: 2.7676007747650146 (2.4039335012435914) | > loss_gen: 2.05765962600708 (2.2474385261535645) | > loss_kl: 2.2532994747161865 (2.84572319984436) | > loss_feat: 4.606085300445557 (5.50628252029419) | > loss_mel: 18.898210525512695 (18.91021728515625) | > loss_duration: 2.3769333362579346 (2.367648792266846) | > loss_1: 30.192188262939453 (31.877309799194336)  --> STEP: 6 | > loss_disc: 2.431708335876465 (2.40856264034907) | > loss_disc_real_0: 0.10482071340084076 (0.12238873665531476) | > loss_disc_real_1: 0.1268521547317505 (0.19020293901364008) | > loss_disc_real_2: 0.19296890497207642 (0.20824173837900162) | > loss_disc_real_3: 0.2576219141483307 (0.2507212782899539) | > loss_disc_real_4: 0.2095848023891449 (0.2346705918510755) | > loss_disc_real_5: 0.20116104185581207 (0.21755938231945038) | > loss_0: 2.431708335876465 (2.40856264034907) | > loss_gen: 2.0721280574798584 (2.2182201147079468) | > loss_kl: 2.426561117172241 (2.7758628527323403) | > loss_feat: 5.772451877593994 (5.550644079844157) | > loss_mel: 19.771875381469727 (19.053826967875164) | > loss_duration: 2.1658143997192383 (2.3340097268422446) | > loss_1: 32.208831787109375 (31.932563463846844)  --> STEP: 7 | > loss_disc: 2.114215612411499 (2.3665130649294173) | > loss_disc_real_0: 0.08608698844909668 (0.11720277262585503) | > loss_disc_real_1: 0.2290392965078354 (0.1957509900842394) | > loss_disc_real_2: 0.21346266567707062 (0.20898758513586863) | > loss_disc_real_3: 0.2243635356426239 (0.24695588648319244) | > loss_disc_real_4: 0.20022307336330414 (0.22974951778139388) | > loss_disc_real_5: 0.22746770083904266 (0.21897485639367784) | > loss_0: 2.114215612411499 (2.3665130649294173) | > loss_gen: 2.6713674068450928 (2.2829554421561107) | > loss_kl: 3.8869407176971436 (2.9345882620130266) | > loss_feat: 7.435810089111328 (5.8199535097394675) | > loss_mel: 19.488248825073242 (19.115887233189174) | > loss_duration: 2.518558979034424 (2.3603739057268416) | > loss_1: 36.00092697143555 (32.51375825064523)  --> STEP: 8 | > loss_disc: 2.3840739727020264 (2.3687081784009933) | > loss_disc_real_0: 0.044702209532260895 (0.10814020223915577) | > loss_disc_real_1: 0.11651759594678879 (0.1858468158170581) | > loss_disc_real_2: 0.16053257882595062 (0.20293070934712887) | > loss_disc_real_3: 0.21632149815559387 (0.24312658794224262) | > loss_disc_real_4: 0.17667154967784882 (0.22311477176845074) | > loss_disc_real_5: 0.21168842911720276 (0.21806405298411846) | > loss_0: 2.3840739727020264 (2.3687081784009933) | > loss_gen: 2.00370717048645 (2.248049408197403) | > loss_kl: 3.3742854595184326 (2.9895504117012024) | > loss_feat: 9.510485649108887 (6.2812700271606445) | > loss_mel: 20.731258392333984 (19.317808628082275) | > loss_duration: 2.235847234725952 (2.3448080718517303) | > loss_1: 37.85558319091797 (33.18148636817932)  --> STEP: 9 | > loss_disc: 2.256335735321045 (2.3562223513921103) | > loss_disc_real_0: 0.1136128306388855 (0.10874827206134796) | > loss_disc_real_1: 0.10318638384342194 (0.17666232337554297) | > loss_disc_real_2: 0.1519569754600525 (0.1972669611374537) | > loss_disc_real_3: 0.19079959392547607 (0.23731247749593523) | > loss_disc_real_4: 0.1887626349925995 (0.21929786768224505) | > loss_disc_real_5: 0.18353717029094696 (0.2142277326848772) | > loss_0: 2.256335735321045 (2.3562223513921103) | > loss_gen: 2.0422770977020264 (2.225185818142361) | > loss_kl: 2.3286819458007812 (2.916120582156711) | > loss_feat: 7.8648457527160645 (6.457222885555691) | > loss_mel: 20.350454330444336 (19.432547039455837) | > loss_duration: 2.149435520172119 (2.3231000105539956) | > loss_1: 34.735694885253906 (33.35417620340983)  --> STEP: 10 | > loss_disc: 2.310516834259033 (2.3516517996788027) | > loss_disc_real_0: 0.11032087355852127 (0.10890553221106529) | > loss_disc_real_1: 0.15271532535552979 (0.17426762357354164) | > loss_disc_real_2: 0.17799265682697296 (0.19533953070640564) | > loss_disc_real_3: 0.23434604704380035 (0.23701583445072175) | > loss_disc_real_4: 0.19105085730552673 (0.21647316664457322) | > loss_disc_real_5: 0.16853578388690948 (0.20965853780508042) | > loss_0: 2.310516834259033 (2.3516517996788027) | > loss_gen: 2.2354185581207275 (2.2262090921401976) | > loss_kl: 2.4259326457977295 (2.867101788520813) | > loss_feat: 7.766477584838867 (6.588148355484009) | > loss_mel: 19.064361572265625 (19.395728492736815) | > loss_duration: 2.338296890258789 (2.324619698524475) | > loss_1: 33.83048629760742 (33.40180721282959)  --> STEP: 11 | > loss_disc: 2.5096707344055176 (2.366017157381231) | > loss_disc_real_0: 0.1064082458615303 (0.10867850617928938) | > loss_disc_real_1: 0.1544027030467987 (0.1724617217074741) | > loss_disc_real_2: 0.1995503157377243 (0.19572232934561642) | > loss_disc_real_3: 0.26870471239089966 (0.23989664153619247) | > loss_disc_real_4: 0.2779216766357422 (0.22205939482558856) | > loss_disc_real_5: 0.28937044739723206 (0.21690507504073056) | > loss_0: 2.5096707344055176 (2.366017157381231) | > loss_gen: 2.1695914268493652 (2.221062031659213) | > loss_kl: 3.4505956172943115 (2.9201466820456763) | > loss_feat: 6.31816291809082 (6.5636042248119) | > loss_mel: 15.856730461120605 (19.074001398953524) | > loss_duration: 2.449267864227295 (2.3359513499520044) | > loss_1: 30.244348526000977 (33.11476551402699)  --> STEP: 12 | > loss_disc: 2.4768290519714355 (2.3752514819304147) | > loss_disc_real_0: 0.1406284123659134 (0.11134099836150806) | > loss_disc_real_1: 0.23350441455841064 (0.1775486127783855) | > loss_disc_real_2: 0.16887399554252625 (0.1934849681953589) | > loss_disc_real_3: 0.2774859368801117 (0.2430290828148524) | > loss_disc_real_4: 0.18811863660812378 (0.2192309983074665) | > loss_disc_real_5: 0.1999136209487915 (0.21548912053306898) | > loss_0: 2.4768290519714355 (2.3752514819304147) | > loss_gen: 2.1369919776916504 (2.2140561938285828) | > loss_kl: 2.2908413410186768 (2.8677045702934265) | > loss_feat: 5.38301420211792 (6.465221722920735) | > loss_mel: 16.509550094604492 (18.860297123591106) | > loss_duration: 2.2611184120178223 (2.3297152717908225) | > loss_1: 28.58151626586914 (32.736994743347175)  --> STEP: 13 | > loss_disc: 2.493168830871582 (2.3843220472335815) | > loss_disc_real_0: 0.13229534029960632 (0.11295287081828484) | > loss_disc_real_1: 0.21231210231781006 (0.18022272735834122) | > loss_disc_real_2: 0.3454209268093109 (0.20517234962720138) | > loss_disc_real_3: 0.26137059926986694 (0.24443996869600737) | > loss_disc_real_4: 0.24599617719650269 (0.22128985822200775) | > loss_disc_real_5: 0.1666969209909439 (0.21173587441444397) | > loss_0: 2.493168830871582 (2.3843220472335815) | > loss_gen: 2.5676469802856445 (2.2412554850945106) | > loss_kl: 2.8277125358581543 (2.864628259952252) | > loss_feat: 7.832917213439941 (6.57042906834529) | > loss_mel: 18.805898666381836 (18.856112626882698) | > loss_duration: 2.20286226272583 (2.319957348016592) | > loss_1: 34.237037658691406 (32.85238265991212)  --> STEP: 14 | > loss_disc: 2.227094888687134 (2.373091535908835) | > loss_disc_real_0: 0.08814001828432083 (0.11118052420871598) | > loss_disc_real_1: 0.12968413531780243 (0.17661282792687416) | > loss_disc_real_2: 0.14600028097629547 (0.2009457732949938) | > loss_disc_real_3: 0.21494610607624054 (0.24233326422316687) | > loss_disc_real_4: 0.27157536149024963 (0.22488167988402502) | > loss_disc_real_5: 0.19835270941257477 (0.2107799340571676) | > loss_0: 2.227094888687134 (2.373091535908835) | > loss_gen: 2.2065203189849854 (2.238774401800973) | > loss_kl: 3.199948787689209 (2.8885797262191772) | > loss_feat: 7.238131046295166 (6.618122066770281) | > loss_mel: 20.13258934020996 (18.947289534977504) | > loss_duration: 2.3716893196105957 (2.3236524888447354) | > loss_1: 35.14888000488281 (33.01641818455288)  --> STEP: 15 | > loss_disc: 2.341824769973755 (2.3710070848464966) | > loss_disc_real_0: 0.13927000761032104 (0.11305315643548966) | > loss_disc_real_1: 0.14831513166427612 (0.17472631484270096) | > loss_disc_real_2: 0.2120184451341629 (0.2016839514176051) | > loss_disc_real_3: 0.18820053339004517 (0.23872441550095877) | > loss_disc_real_4: 0.1806066632270813 (0.22193001210689545) | > loss_disc_real_5: 0.20409634709358215 (0.21033436159292856) | > loss_0: 2.341824769973755 (2.3710070848464966) | > loss_gen: 2.1589736938476562 (2.2334543546040853) | > loss_kl: 2.3057987689971924 (2.849727662404378) | > loss_feat: 9.093267440795898 (6.783131758371989) | > loss_mel: 19.650524139404297 (18.99417184193929) | > loss_duration: 2.329042434692383 (2.3240118185679117) | > loss_1: 35.53760528564453 (33.18449732462566)  --> STEP: 16 | > loss_disc: 2.308610200881958 (2.367107279598713) | > loss_disc_real_0: 0.08555422723293304 (0.11133447336032987) | > loss_disc_real_1: 0.2207583785057068 (0.17760331882163882) | > loss_disc_real_2: 0.1766507625579834 (0.20011937711387873) | > loss_disc_real_3: 0.2556686997413635 (0.23978343326598406) | > loss_disc_real_4: 0.19187448918819427 (0.22005154192447662) | > loss_disc_real_5: 0.23098185658454895 (0.21162483002990484) | > loss_0: 2.308610200881958 (2.367107279598713) | > loss_gen: 2.2205820083618164 (2.2326498329639435) | > loss_kl: 2.9118459224700928 (2.8536100536584854) | > loss_feat: 7.705587863922119 (6.840785264968872) | > loss_mel: 17.37942123413086 (18.893249928951263) | > loss_duration: 2.3401124477386475 (2.3250181078910828) | > loss_1: 32.55754852294922 (33.14531302452088)  --> STEP: 17 | > loss_disc: 2.599269151687622 (2.380763860309825) | > loss_disc_real_0: 0.11855065077543259 (0.11175895438474767) | > loss_disc_real_1: 0.1467735469341278 (0.17578980282825582) | > loss_disc_real_2: 0.243053138256073 (0.20264489247518427) | > loss_disc_real_3: 0.2946559190750122 (0.24301122654886806) | > loss_disc_real_4: 0.25446951389312744 (0.22207612851086786) | > loss_disc_real_5: 0.3228175640106201 (0.21816557908759399) | > loss_0: 2.599269151687622 (2.380763860309825) | > loss_gen: 2.125189781188965 (2.2263286534477684) | > loss_kl: 2.1743578910827637 (2.8136540440952076) | > loss_feat: 7.036648273468018 (6.852306618409998) | > loss_mel: 17.507858276367188 (18.81175630232867) | > loss_duration: 2.418457508087158 (2.3305145431967342) | > loss_1: 31.26251220703125 (33.03456003525679)  --> STEP: 18 | > loss_disc: 2.311201572418213 (2.376899288760291) | > loss_disc_real_0: 0.11407968401908875 (0.11188788380887774) | > loss_disc_real_1: 0.16711130738258362 (0.17530766419238514) | > loss_disc_real_2: 0.20423996448516846 (0.20273350758685005) | > loss_disc_real_3: 0.24006125330924988 (0.24284733914666706) | > loss_disc_real_4: 0.2579844892024994 (0.22407103743818071) | > loss_disc_real_5: 0.22060690820217133 (0.21830120848284829) | > loss_0: 2.311201572418213 (2.376899288760291) | > loss_gen: 2.440988540649414 (2.2382542027367487) | > loss_kl: 2.328280210494995 (2.7866888311174183) | > loss_feat: 9.178107261657715 (6.9815177652570934) | > loss_mel: 19.881498336791992 (18.871186415354412) | > loss_duration: 2.257970094680786 (2.326484296056959) | > loss_1: 36.08684158325195 (33.20413123236764)  --> STEP: 19 | > loss_disc: 2.5909268856048584 (2.3881638991205314) | > loss_disc_real_0: 0.15276086330413818 (0.1140390932559967) | > loss_disc_real_1: 0.23206692934036255 (0.17829499393701553) | > loss_disc_real_2: 0.27156296372413635 (0.20635611054144407) | > loss_disc_real_3: 0.26995930075645447 (0.2442742844945506) | > loss_disc_real_4: 0.26948344707489014 (0.22646116426116542) | > loss_disc_real_5: 0.2334231287240982 (0.21909709902186142) | > loss_0: 2.5909268856048584 (2.3881638991205314) | > loss_gen: 2.2636733055114746 (2.2395920502512077) | > loss_kl: 2.034153699874878 (2.7470817189467582) | > loss_feat: 5.3739705085754395 (6.896910014905427) | > loss_mel: 16.851741790771484 (18.764899856165837) | > loss_duration: 2.3416504859924316 (2.327282516579879) | > loss_1: 28.865188598632812 (32.97576583059212)  --> STEP: 20 | > loss_disc: 2.529740571975708 (2.3952427327632906) | > loss_disc_real_0: 0.1237131804227829 (0.11452279761433601) | > loss_disc_real_1: 0.150015726685524 (0.17688103057444096) | > loss_disc_real_2: 0.13964106142520905 (0.20302035808563232) | > loss_disc_real_3: 0.27151790261268616 (0.2456364654004574) | > loss_disc_real_4: 0.2614729404449463 (0.22821175307035446) | > loss_disc_real_5: 0.24077118933200836 (0.22018080353736877) | > loss_0: 2.529740571975708 (2.3952427327632906) | > loss_gen: 2.168647527694702 (2.2360448241233826) | > loss_kl: 1.5356279611587524 (2.6865090310573576) | > loss_feat: 5.666131496429443 (6.835371088981629) | > loss_mel: 18.599302291870117 (18.75661997795105) | > loss_duration: 2.322385787963867 (2.3270376801490786) | > loss_1: 30.292095184326172 (32.84158229827882)  --> STEP: 21 | > loss_disc: 2.6478381156921387 (2.407271084331331) | > loss_disc_real_0: 0.1416461169719696 (0.11581438425041381) | > loss_disc_real_1: 0.18969795107841492 (0.17749136012224925) | > loss_disc_real_2: 0.23097586631774902 (0.20435157276335217) | > loss_disc_real_3: 0.2633626461029053 (0.2464805692434311) | > loss_disc_real_4: 0.23998798429965973 (0.22877252598603567) | > loss_disc_real_5: 0.25339987874031067 (0.22176266426131838) | > loss_0: 2.6478381156921387 (2.407271084331331) | > loss_gen: 1.9900455474853516 (2.224330572854905) | > loss_kl: 2.2204678058624268 (2.6643165917623612) | > loss_feat: 5.4552388191223145 (6.769650504702613) | > loss_mel: 15.964665412902832 (18.6236697605678) | > loss_duration: 2.155747175216675 (2.318880989438012) | > loss_1: 27.786165237426758 (32.60084815252396)  --> STEP: 22 | > loss_disc: 2.5007553100585938 (2.411520367318934) | > loss_disc_real_0: 0.09597383439540863 (0.1149125410751863) | > loss_disc_real_1: 0.10255914181470871 (0.17408535019917923) | > loss_disc_real_2: 0.27141308784484863 (0.20739982344887473) | > loss_disc_real_3: 0.23637540638446808 (0.24602124365893277) | > loss_disc_real_4: 0.23196379840373993 (0.22891758382320404) | > loss_disc_real_5: 0.22457478940486908 (0.2218904881314798) | > loss_0: 2.5007553100585938 (2.411520367318934) | > loss_gen: 2.0155298709869385 (2.2148396318609063) | > loss_kl: 2.5136172771453857 (2.657466622916135) | > loss_feat: 5.40405797958374 (6.70757811719721) | > loss_mel: 17.631269454956055 (18.578560655767266) | > loss_duration: 2.188558340072632 (2.3129572326486763) | > loss_1: 29.753032684326172 (32.471401994878605)  --> STEP: 23 | > loss_disc: 2.5617194175720215 (2.4180507608081983) | > loss_disc_real_0: 0.12416154146194458 (0.11531467152678448) | > loss_disc_real_1: 0.21151670813560486 (0.1757128005442412) | > loss_disc_real_2: 0.16537372767925262 (0.20557260189367377) | > loss_disc_real_3: 0.3052141070365906 (0.24859484641448312) | > loss_disc_real_4: 0.25026577711105347 (0.22984576614006705) | > loss_disc_real_5: 0.2492552250623703 (0.22308025930238806) | > loss_0: 2.5617194175720215 (2.4180507608081983) | > loss_gen: 2.0795226097106934 (2.2089562830717666) | > loss_kl: 2.4215192794799805 (2.647208042766737) | > loss_feat: 5.782428741455078 (6.667354231295378) | > loss_mel: 16.205806732177734 (18.475397441698156) | > loss_duration: 2.322204828262329 (2.3133593020231826) | > loss_1: 28.81148338317871 (32.31227509871774)  --> STEP: 24 | > loss_disc: 2.2601895332336426 (2.4114732096592584) | > loss_disc_real_0: 0.09532731771469116 (0.11448186511794727) | > loss_disc_real_1: 0.14315418899059296 (0.17435619172950587) | > loss_disc_real_2: 0.2201649248600006 (0.20618061535060406) | > loss_disc_real_3: 0.27197831869125366 (0.24956915775934854) | > loss_disc_real_4: 0.22259631752967834 (0.22954370578130087) | > loss_disc_real_5: 0.2469458431005478 (0.22407465862731138) | > loss_0: 2.2601895332336426 (2.4114732096592584) | > loss_gen: 2.379499673843384 (2.2160622576872506) | > loss_kl: 2.137371063232422 (2.6259648352861404) | > loss_feat: 8.181796073913574 (6.730455974737803) | > loss_mel: 18.053434371948242 (18.457815647125244) | > loss_duration: 2.4429173469543457 (2.3187575538953147) | > loss_1: 33.19501876831055 (32.349056084950774)  --> STEP: 25 | > loss_disc: 2.5117874145507812 (2.4154857778549195) | > loss_disc_real_0: 0.1282951831817627 (0.11503439784049987) | > loss_disc_real_1: 0.19152219593524933 (0.1750428318977356) | > loss_disc_real_2: 0.20480665564537048 (0.2061256569623947) | > loss_disc_real_3: 0.20464852452278137 (0.24777233242988586) | > loss_disc_real_4: 0.24361877143383026 (0.23010670840740205) | > loss_disc_real_5: 0.20902331173419952 (0.22347260475158692) | > loss_0: 2.5117874145507812 (2.4154857778549195) | > loss_gen: 2.011375904083252 (2.2078748035430906) | > loss_kl: 2.3936827182769775 (2.616673550605774) | > loss_feat: 6.717289447784424 (6.729929313659668) | > loss_mel: 15.468110084533691 (18.338227424621582) | > loss_duration: 2.3416876792907715 (2.3196747589111326) | > loss_1: 28.932146072387695 (32.21237968444825)  --> STEP: 26 | > loss_disc: 2.586601972579956 (2.4220671699597287) | > loss_disc_real_0: 0.12636348605155945 (0.11547013200246371) | > loss_disc_real_1: 0.1244485005736351 (0.1730968960775779) | > loss_disc_real_2: 0.12851956486701965 (0.20314080726641875) | > loss_disc_real_3: 0.18245816230773926 (0.24526024896364945) | > loss_disc_real_4: 0.11675106734037399 (0.2257468760586702) | > loss_disc_real_5: 0.11125439405441284 (0.2191565197247725) | > loss_0: 2.586601972579956 (2.4220671699597287) | > loss_gen: 1.6763077974319458 (2.187429918692662) | > loss_kl: 2.561117649078369 (2.614536785162412) | > loss_feat: 12.29476261138916 (6.943961363572341) | > loss_mel: 19.93203353881836 (18.399527659782997) | > loss_duration: 2.3556692600250244 (2.3210591628001285) | > loss_1: 38.81989288330078 (32.46651480748104) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024950229204618013 (+2.281482403094842e-05) | > avg_loss_disc: 2.4220671699597287 (-0.029665804826296327) | > avg_loss_disc_real_0: 0.11547013200246371 (+0.007761879465900942) | > avg_loss_disc_real_1: 0.1730968960775779 (-0.03825950708526832) | > avg_loss_disc_real_2: 0.20314080726641875 (+0.02525095441020453) | > avg_loss_disc_real_3: 0.24526024896364945 (+0.035384732370193184) | > avg_loss_disc_real_4: 0.2257468760586702 (+0.002403563031783462) | > avg_loss_disc_real_5: 0.2191565197247725 (+0.005082874917066993) | > avg_loss_0: 2.4220671699597287 (-0.029665804826296327) | > avg_loss_gen: 2.187429918692662 (+0.04702310378734831) | > avg_loss_kl: 2.614536785162412 (-0.09925368657478906) | > avg_loss_feat: 6.943961363572341 (+0.1032445797553434) | > avg_loss_mel: 18.399527659782997 (+0.33329483178945907) | > avg_loss_duration: 2.3210591628001285 (+0.0093707304734445) | > avg_loss_1: 32.46651480748104 (+0.39367939875676683)  > EPOCH: 455/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:07:28)   --> TIME: 2024-06-11 11:07:38 -- STEP: 24/330 -- GLOBAL_STEP: 238175 | > loss_disc: 2.399384021759033 (2.3246923983097076) | > loss_disc_real_0: 0.12237359583377838 (0.10727423739929993) | > loss_disc_real_1: 0.19962850213050842 (0.19857102446258068) | > loss_disc_real_2: 0.2420213520526886 (0.20987670682370663) | > loss_disc_real_3: 0.22248585522174835 (0.2286775205284357) | > loss_disc_real_4: 0.21484382450580597 (0.2238524587204059) | > loss_disc_real_5: 0.2305978536605835 (0.21952655166387558) | > loss_0: 2.399384021759033 (2.3246923983097076) | > grad_norm_0: tensor(8.1689, device='cuda:0') (tensor(6.9026, device='cuda:0')) | > loss_gen: 2.518632650375366 (2.4856682320435843) | > loss_kl: 1.8421052694320679 (1.8582520931959152) | > loss_feat: 6.84735631942749 (6.880304257074992) | > loss_mel: 17.635700225830078 (18.15553037325541) | > loss_duration: 1.996429443359375 (2.0750760386387515) | > loss_1: 30.84022331237793 (31.454830805460613) | > grad_norm_1: tensor(89.7387, device='cuda:0') (tensor(73.0699, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3674 (0.36546486616134644) | > loader_time: 0.0034 (0.0032299856344858804)  --> TIME: 2024-06-11 11:07:47 -- STEP: 49/330 -- GLOBAL_STEP: 238200 | > loss_disc: 2.2457380294799805 (2.3273932447238836) | > loss_disc_real_0: 0.12604212760925293 (0.11124235710927419) | > loss_disc_real_1: 0.19833168387413025 (0.19776643538961605) | > loss_disc_real_2: 0.19381177425384521 (0.21169273859384108) | > loss_disc_real_3: 0.18523642420768738 (0.2265084334173981) | > loss_disc_real_4: 0.21179670095443726 (0.2257746299918817) | > loss_disc_real_5: 0.22985096275806427 (0.219348742645614) | > loss_0: 2.2457380294799805 (2.3273932447238836) | > grad_norm_0: tensor(18.8632, device='cuda:0') (tensor(8.3391, device='cuda:0')) | > loss_gen: 2.5256965160369873 (2.491426282999468) | > loss_kl: 1.8912776708602905 (1.8606576919555664) | > loss_feat: 7.799719333648682 (7.006277639038709) | > loss_mel: 18.16400909423828 (18.139058171486365) | > loss_duration: 1.9590249061584473 (2.0365749232623043) | > loss_1: 32.33972930908203 (31.533994635757136) | > grad_norm_1: tensor(212.4272, device='cuda:0') (tensor(99.9502, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3579 (0.3646330882091912) | > loader_time: 0.0038 (0.0033507298450080715)  --> TIME: 2024-06-11 11:07:56 -- STEP: 74/330 -- GLOBAL_STEP: 238225 | > loss_disc: 2.2701423168182373 (2.3243195785058504) | > loss_disc_real_0: 0.08115540444850922 (0.11050558956088247) | > loss_disc_real_1: 0.15473847091197968 (0.19554113858454936) | > loss_disc_real_2: 0.20651596784591675 (0.21123191251142606) | > loss_disc_real_3: 0.19778946042060852 (0.22728906249677813) | > loss_disc_real_4: 0.24003873765468597 (0.22593093482223717) | > loss_disc_real_5: 0.23231637477874756 (0.21918810038147746) | > loss_0: 2.2701423168182373 (2.3243195785058504) | > grad_norm_0: tensor(50.1628, device='cuda:0') (tensor(12.5344, device='cuda:0')) | > loss_gen: 2.7093939781188965 (2.502329339852205) | > loss_kl: 1.8874162435531616 (1.8715031662502803) | > loss_feat: 7.3460259437561035 (7.115298483822797) | > loss_mel: 18.397865295410156 (18.173719354577962) | > loss_duration: 1.94827401638031 (2.0226747683576636) | > loss_1: 32.28897476196289 (31.685524914715742) | > grad_norm_1: tensor(312.3847, device='cuda:0') (tensor(151.9468, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3811 (0.36467468738555914) | > loader_time: 0.0036 (0.003463361714337323)  --> TIME: 2024-06-11 11:08:06 -- STEP: 99/330 -- GLOBAL_STEP: 238250 | > loss_disc: 2.288201332092285 (2.3299452825026075) | > loss_disc_real_0: 0.1064816564321518 (0.112867200013363) | > loss_disc_real_1: 0.2033190131187439 (0.1969416912155922) | > loss_disc_real_2: 0.19419585168361664 (0.21110627265891643) | > loss_disc_real_3: 0.21384470164775848 (0.22752409827227543) | > loss_disc_real_4: 0.2175724059343338 (0.2260083949024027) | > loss_disc_real_5: 0.2152298539876938 (0.2195594786393522) | > loss_0: 2.288201332092285 (2.3299452825026075) | > grad_norm_0: tensor(25.4983, device='cuda:0') (tensor(16.9358, device='cuda:0')) | > loss_gen: 2.5038368701934814 (2.5029038106552286) | > loss_kl: 1.972631573677063 (1.8823870275959824) | > loss_feat: 7.711220741271973 (7.1060768522397435) | > loss_mel: 18.18539047241211 (18.020809770834564) | > loss_duration: 2.0351226329803467 (2.021463666299377) | > loss_1: 32.408203125 (31.5336409096766) | > grad_norm_1: tensor(304.4715, device='cuda:0') (tensor(192.9623, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3831 (0.3652867331649319) | > loader_time: 0.0035 (0.0035466112271703857)  --> TIME: 2024-06-11 11:08:15 -- STEP: 124/330 -- GLOBAL_STEP: 238275 | > loss_disc: 2.3725008964538574 (2.3327177378439137) | > loss_disc_real_0: 0.10858285427093506 (0.11262307844815715) | > loss_disc_real_1: 0.18680179119110107 (0.1958086478614038) | > loss_disc_real_2: 0.19886840879917145 (0.21254746375545377) | > loss_disc_real_3: 0.1830005645751953 (0.2286339791551713) | > loss_disc_real_4: 0.2200492024421692 (0.22651729071813245) | > loss_disc_real_5: 0.21601125597953796 (0.2193388366891492) | > loss_0: 2.3725008964538574 (2.3327177378439137) | > grad_norm_0: tensor(20.6468, device='cuda:0') (tensor(18.7784, device='cuda:0')) | > loss_gen: 2.430925130844116 (2.5204872296702487) | > loss_kl: 1.8230493068695068 (1.896817175611373) | > loss_feat: 7.189239025115967 (7.128477611849385) | > loss_mel: 18.331363677978516 (18.03153201072447) | > loss_duration: 2.0543124675750732 (2.0234043165560704) | > loss_1: 31.828887939453125 (31.600718190593103) | > grad_norm_1: tensor(139.1877, device='cuda:0') (tensor(215.3794, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3718 (0.36615852578993774) | > loader_time: 0.0038 (0.0036551356315612793)  --> TIME: 2024-06-11 11:08:25 -- STEP: 149/330 -- GLOBAL_STEP: 238300 | > loss_disc: 2.2788336277008057 (2.3358896930745794) | > loss_disc_real_0: 0.11021382361650467 (0.11349835366810729) | > loss_disc_real_1: 0.20224928855895996 (0.19631634952637975) | > loss_disc_real_2: 0.20765744149684906 (0.2125815405141587) | > loss_disc_real_3: 0.2443447709083557 (0.2289062337387328) | > loss_disc_real_4: 0.21009090542793274 (0.22688347101211548) | > loss_disc_real_5: 0.188266783952713 (0.2193611349235445) | > loss_0: 2.2788336277008057 (2.3358896930745794) | > grad_norm_0: tensor(31.4533, device='cuda:0') (tensor(19.2595, device='cuda:0')) | > loss_gen: 2.454333782196045 (2.5181682189839005) | > loss_kl: 2.000795364379883 (1.904136399294706) | > loss_feat: 7.295787334442139 (7.135534760135933) | > loss_mel: 18.39865493774414 (18.03085661254473) | > loss_duration: 2.058647632598877 (2.027255647134462) | > loss_1: 32.208221435546875 (31.61595147408095) | > grad_norm_1: tensor(282.1244, device='cuda:0') (tensor(221.0024, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3756 (0.3667517076402704) | > loader_time: 0.0041 (0.003752588425706697)  --> TIME: 2024-06-11 11:08:34 -- STEP: 174/330 -- GLOBAL_STEP: 238325 | > loss_disc: 2.424830913543701 (2.3372725714212206) | > loss_disc_real_0: 0.13789010047912598 (0.11350524596784306) | > loss_disc_real_1: 0.1866748183965683 (0.19647776481063892) | > loss_disc_real_2: 0.23562392592430115 (0.2126360823368204) | > loss_disc_real_3: 0.22804836928844452 (0.22822961039926815) | > loss_disc_real_4: 0.22849591076374054 (0.22832857432036563) | > loss_disc_real_5: 0.23774854838848114 (0.21969968491587147) | > loss_0: 2.424830913543701 (2.3372725714212206) | > grad_norm_0: tensor(8.2306, device='cuda:0') (tensor(20.1561, device='cuda:0')) | > loss_gen: 2.45302677154541 (2.5182793784415596) | > loss_kl: 1.9180101156234741 (1.909025914367588) | > loss_feat: 6.8833441734313965 (7.14206707066503) | > loss_mel: 17.344528198242188 (18.00894899477904) | > loss_duration: 2.1100215911865234 (2.031968608669852) | > loss_1: 30.70892906188965 (31.610289836752003) | > grad_norm_1: tensor(288.0973, device='cuda:0') (tensor(224.9777, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3856 (0.3684257159287903) | > loader_time: 0.0043 (0.003861604065730654)  --> TIME: 2024-06-11 11:08:44 -- STEP: 199/330 -- GLOBAL_STEP: 238350 | > loss_disc: 2.423030376434326 (2.3410855501740464) | > loss_disc_real_0: 0.19437327980995178 (0.11530396484549921) | > loss_disc_real_1: 0.18666021525859833 (0.19719026106685852) | > loss_disc_real_2: 0.2464788407087326 (0.21262722952881052) | > loss_disc_real_3: 0.22337426245212555 (0.22848198102347217) | > loss_disc_real_4: 0.22454795241355896 (0.22792037797333606) | > loss_disc_real_5: 0.21085846424102783 (0.21956777999449015) | > loss_0: 2.423030376434326 (2.3410855501740464) | > grad_norm_0: tensor(48.3040, device='cuda:0') (tensor(21.5470, device='cuda:0')) | > loss_gen: 2.456899404525757 (2.5166127226460535) | > loss_kl: 1.9734967947006226 (1.913279950319223) | > loss_feat: 6.462986946105957 (7.134103286206423) | > loss_mel: 17.344274520874023 (17.988379857048916) | > loss_duration: 2.148879051208496 (2.039457036023165) | > loss_1: 30.38653564453125 (31.591832759991362) | > grad_norm_1: tensor(317.9959, device='cuda:0') (tensor(243.5896, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3913 (0.37089552591793506) | > loader_time: 0.0047 (0.00396720967700134)  --> TIME: 2024-06-11 11:08:54 -- STEP: 224/330 -- GLOBAL_STEP: 238375 | > loss_disc: 2.3893871307373047 (2.3452744047556644) | > loss_disc_real_0: 0.12860926985740662 (0.11605941920009043) | > loss_disc_real_1: 0.2028888314962387 (0.19772404838087307) | > loss_disc_real_2: 0.1912446916103363 (0.2132592762022146) | > loss_disc_real_3: 0.20026808977127075 (0.2288190281417753) | > loss_disc_real_4: 0.2353837937116623 (0.22821642125823668) | > loss_disc_real_5: 0.2057606726884842 (0.21932493928553803) | > loss_0: 2.3893871307373047 (2.3452744047556644) | > grad_norm_0: tensor(15.6302, device='cuda:0') (tensor(23.8844, device='cuda:0')) | > loss_gen: 2.4260358810424805 (2.5163862577506495) | > loss_kl: 2.0649116039276123 (1.919135415128299) | > loss_feat: 7.298988342285156 (7.134031532066209) | > loss_mel: 18.045780181884766 (17.94838632856096) | > loss_duration: 2.1334211826324463 (2.0462595586265855) | > loss_1: 31.96913719177246 (31.564199013369425) | > grad_norm_1: tensor(272.7245, device='cuda:0') (tensor(260.0789, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.3968 (0.3744303179638727) | > loader_time: 0.0061 (0.004094432507242477)  --> TIME: 2024-06-11 11:09:05 -- STEP: 249/330 -- GLOBAL_STEP: 238400 | > loss_disc: 2.3149683475494385 (2.3416676377675656) | > loss_disc_real_0: 0.06284286081790924 (0.11624865440360035) | > loss_disc_real_1: 0.17897756397724152 (0.1974472480126653) | > loss_disc_real_2: 0.16567373275756836 (0.21295414045153852) | > loss_disc_real_3: 0.2512076199054718 (0.228109575059998) | > loss_disc_real_4: 0.22611397504806519 (0.2278192173764409) | > loss_disc_real_5: 0.26360201835632324 (0.21962000471521095) | > loss_0: 2.3149683475494385 (2.3416676377675656) | > grad_norm_0: tensor(33.6126, device='cuda:0') (tensor(25.7553, device='cuda:0')) | > loss_gen: 2.5164291858673096 (2.523757124521648) | > loss_kl: 1.946954607963562 (1.920429797536398) | > loss_feat: 7.055903911590576 (7.147969167395289) | > loss_mel: 17.767858505249023 (17.90346545866694) | > loss_duration: 2.1185426712036133 (2.053944259283535) | > loss_1: 31.405689239501953 (31.54956576335861) | > grad_norm_1: tensor(352.8416, device='cuda:0') (tensor(272.9760, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.6429 (0.3795525922353967) | > loader_time: 0.0057 (0.004234248854549057)  --> TIME: 2024-06-11 11:09:16 -- STEP: 274/330 -- GLOBAL_STEP: 238425 | > loss_disc: 2.4515490531921387 (2.3399359631712446) | > loss_disc_real_0: 0.2360464632511139 (0.11651068074751074) | > loss_disc_real_1: 0.19022126495838165 (0.19746907582900824) | > loss_disc_real_2: 0.21182489395141602 (0.2128915387566072) | > loss_disc_real_3: 0.22449573874473572 (0.2283832040907693) | > loss_disc_real_4: 0.24906480312347412 (0.22711410395202847) | > loss_disc_real_5: 0.23953700065612793 (0.2193729485908564) | > loss_0: 2.4515490531921387 (2.3399359631712446) | > grad_norm_0: tensor(83.4584, device='cuda:0') (tensor(27.8906, device='cuda:0')) | > loss_gen: 2.4648561477661133 (2.5315790846400033) | > loss_kl: 2.12667179107666 (1.9255604130508255) | > loss_feat: 6.583222389221191 (7.174432068845651) | > loss_mel: 16.251239776611328 (17.86079011694358) | > loss_duration: 2.1447834968566895 (2.0620408841293245) | > loss_1: 29.57077407836914 (31.554402483640796) | > grad_norm_1: tensor(330.8657, device='cuda:0') (tensor(291.8063, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.4535 (0.38474890872509815) | > loader_time: 0.0061 (0.004366897318485009)  --> TIME: 2024-06-11 11:09:28 -- STEP: 299/330 -- GLOBAL_STEP: 238450 | > loss_disc: 2.279911756515503 (2.3442870055552736) | > loss_disc_real_0: 0.11847321689128876 (0.11775344662542726) | > loss_disc_real_1: 0.20406652987003326 (0.1983531829106768) | > loss_disc_real_2: 0.23952177166938782 (0.21299982688897426) | > loss_disc_real_3: 0.2034166306257248 (0.22822719378814255) | > loss_disc_real_4: 0.20353786647319794 (0.22686627581964766) | > loss_disc_real_5: 0.19151821732521057 (0.21958194598306383) | > loss_0: 2.279911756515503 (2.3442870055552736) | > grad_norm_0: tensor(7.9502, device='cuda:0') (tensor(29.0666, device='cuda:0')) | > loss_gen: 2.6012675762176514 (2.525840785591102) | > loss_kl: 1.9055708646774292 (1.9291931964880646) | > loss_feat: 7.9353790283203125 (7.180328727964575) | > loss_mel: 18.119470596313477 (17.814030947095176) | > loss_duration: 2.231276512145996 (2.0721144046273134) | > loss_1: 32.792964935302734 (31.521508003158313) | > grad_norm_1: tensor(203.0554, device='cuda:0') (tensor(299.9064, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.4812 (0.3912941747684542) | > loader_time: 0.0074 (0.004548599887452395)  --> TIME: 2024-06-11 11:09:42 -- STEP: 324/330 -- GLOBAL_STEP: 238475 | > loss_disc: 2.510133743286133 (2.3494200551951403) | > loss_disc_real_0: 0.18090295791625977 (0.11947620358823995) | > loss_disc_real_1: 0.2992037236690521 (0.19900122625224392) | > loss_disc_real_2: 0.22561249136924744 (0.21337858435732346) | > loss_disc_real_3: 0.2479044646024704 (0.22836650788416102) | > loss_disc_real_4: 0.2645625174045563 (0.22803600390016296) | > loss_disc_real_5: 0.23961690068244934 (0.22024895880877235) | > loss_0: 2.510133743286133 (2.3494200551951403) | > grad_norm_0: tensor(15.9649, device='cuda:0') (tensor(28.2332, device='cuda:0')) | > loss_gen: 2.183875322341919 (2.519266436129441) | > loss_kl: 2.1775999069213867 (1.9355548141915122) | > loss_feat: 7.037225723266602 (7.204208880294989) | > loss_mel: 16.527442932128906 (17.784284347369343) | > loss_duration: 2.27055025100708 (2.08640546710403) | > loss_1: 30.196693420410156 (31.52971989431499) | > grad_norm_1: tensor(131.2855, device='cuda:0') (tensor(291.4018, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.604 (0.40293485956427494) | > loader_time: 0.0089 (0.004808614283432197)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.439110517501831 (2.439110517501831) | > loss_disc_real_0: 0.19896289706230164 (0.19896289706230164) | > loss_disc_real_1: 0.28484031558036804 (0.28484031558036804) | > loss_disc_real_2: 0.28324514627456665 (0.28324514627456665) | > loss_disc_real_3: 0.25136297941207886 (0.25136297941207886) | > loss_disc_real_4: 0.19493357837200165 (0.19493357837200165) | > loss_disc_real_5: 0.1422278732061386 (0.1422278732061386) | > loss_0: 2.439110517501831 (2.439110517501831) | > loss_gen: 2.5512502193450928 (2.5512502193450928) | > loss_kl: 1.761805534362793 (1.761805534362793) | > loss_feat: 6.713672637939453 (6.713672637939453) | > loss_mel: 16.234786987304688 (16.234786987304688) | > loss_duration: 3.0436575412750244 (3.0436575412750244) | > loss_1: 30.305173873901367 (30.305173873901367)  --> STEP: 1 | > loss_disc: 2.3442602157592773 (2.3442602157592773) | > loss_disc_real_0: 0.1821228265762329 (0.1821228265762329) | > loss_disc_real_1: 0.27401286363601685 (0.27401286363601685) | > loss_disc_real_2: 0.1923123151063919 (0.1923123151063919) | > loss_disc_real_3: 0.22395488619804382 (0.22395488619804382) | > loss_disc_real_4: 0.20254072546958923 (0.20254072546958923) | > loss_disc_real_5: 0.1839504837989807 (0.1839504837989807) | > loss_0: 2.3442602157592773 (2.3442602157592773) | > loss_gen: 2.401735544204712 (2.401735544204712) | > loss_kl: 2.71354341506958 (2.71354341506958) | > loss_feat: 4.430789947509766 (4.430789947509766) | > loss_mel: 16.86066436767578 (16.86066436767578) | > loss_duration: 2.361341953277588 (2.361341953277588) | > loss_1: 28.76807403564453 (28.76807403564453)  --> STEP: 2 | > loss_disc: 2.5924718379974365 (2.468366026878357) | > loss_disc_real_0: 0.16528022289276123 (0.17370152473449707) | > loss_disc_real_1: 0.25381210446357727 (0.26391248404979706) | > loss_disc_real_2: 0.2099338173866272 (0.20112306624650955) | > loss_disc_real_3: 0.2980792224407196 (0.2610170543193817) | > loss_disc_real_4: 0.2712532579898834 (0.23689699172973633) | > loss_disc_real_5: 0.27144771814346313 (0.22769910097122192) | > loss_0: 2.5924718379974365 (2.468366026878357) | > loss_gen: 2.2843756675720215 (2.3430556058883667) | > loss_kl: 2.899866819381714 (2.806705117225647) | > loss_feat: 4.898344993591309 (4.664567470550537) | > loss_mel: 17.753515243530273 (17.307089805603027) | > loss_duration: 2.3571877479553223 (2.359264850616455) | > loss_1: 30.19329071044922 (29.480682373046875)  --> STEP: 3 | > loss_disc: 2.143751859664917 (2.360161304473877) | > loss_disc_real_0: 0.0999637246131897 (0.14912225802739462) | > loss_disc_real_1: 0.18563714623451233 (0.2378207047780355) | > loss_disc_real_2: 0.16595767438411713 (0.1894012689590454) | > loss_disc_real_3: 0.20657578110694885 (0.24286996324857077) | > loss_disc_real_4: 0.18623904883861542 (0.22001101076602936) | > loss_disc_real_5: 0.17057202756404877 (0.20865674316883087) | > loss_0: 2.143751859664917 (2.360161304473877) | > loss_gen: 2.548957586288452 (2.411689599355062) | > loss_kl: 3.4589364528656006 (3.024115562438965) | > loss_feat: 8.145308494567871 (5.824814478556315) | > loss_mel: 19.86598014831543 (18.160053253173828) | > loss_duration: 2.3312079906463623 (2.3499125639597573) | > loss_1: 36.35039138793945 (31.770585378011067)  --> STEP: 4 | > loss_disc: 2.5651981830596924 (2.411420524120331) | > loss_disc_real_0: 0.24525001645088196 (0.17315419763326645) | > loss_disc_real_1: 0.23668286204338074 (0.2375362440943718) | > loss_disc_real_2: 0.1995048224925995 (0.19192715734243393) | > loss_disc_real_3: 0.21566329896450043 (0.23606829717755318) | > loss_disc_real_4: 0.16555669903755188 (0.20639743283391) | > loss_disc_real_5: 0.17953826487064362 (0.20137712359428406) | > loss_0: 2.5651981830596924 (2.411420524120331) | > loss_gen: 2.2566754817962646 (2.3729360699653625) | > loss_kl: 3.182558298110962 (3.063726246356964) | > loss_feat: 6.4362664222717285 (5.9776774644851685) | > loss_mel: 17.160009384155273 (17.91004228591919) | > loss_duration: 2.384248733520508 (2.358496606349945) | > loss_1: 31.41975975036621 (31.682878971099854)  --> STEP: 5 | > loss_disc: 2.4983532428741455 (2.4288070678710936) | > loss_disc_real_0: 0.28849345445632935 (0.19622204899787904) | > loss_disc_real_1: 0.30483341217041016 (0.2509956777095795) | > loss_disc_real_2: 0.20995132625102997 (0.19553199112415315) | > loss_disc_real_3: 0.23760780692100525 (0.23637619912624358) | > loss_disc_real_4: 0.2349633425474167 (0.21211061477661133) | > loss_disc_real_5: 0.22808970510959625 (0.20671963989734649) | > loss_0: 2.4983532428741455 (2.4288070678710936) | > loss_gen: 2.672872543334961 (2.432923364639282) | > loss_kl: 1.880272626876831 (2.8270355224609376) | > loss_feat: 5.557973861694336 (5.893736743927002) | > loss_mel: 17.827524185180664 (17.893538665771484) | > loss_duration: 2.361494541168213 (2.3590961933135985) | > loss_1: 30.30013656616211 (31.406330490112303)  --> STEP: 6 | > loss_disc: 2.516493558883667 (2.443421483039856) | > loss_disc_real_0: 0.24800828099250793 (0.2048530876636505) | > loss_disc_real_1: 0.2477700263261795 (0.2504580691456795) | > loss_disc_real_2: 0.20540182292461395 (0.1971769630908966) | > loss_disc_real_3: 0.22997727990150452 (0.23530971258878708) | > loss_disc_real_4: 0.24480679631233215 (0.21755997836589813) | > loss_disc_real_5: 0.2704901099205017 (0.21734805156787237) | > loss_0: 2.516493558883667 (2.443421483039856) | > loss_gen: 2.5168910026550293 (2.44691797097524) | > loss_kl: 2.758200168609619 (2.8155629634857178) | > loss_feat: 4.972995281219482 (5.740279833475749) | > loss_mel: 18.115625381469727 (17.93055311838786) | > loss_duration: 2.1715879440307617 (2.327844818433126) | > loss_1: 30.535301208496094 (31.26115894317627)  --> STEP: 7 | > loss_disc: 2.340290069580078 (2.4286884239741733) | > loss_disc_real_0: 0.11652970314025879 (0.192235461303166) | > loss_disc_real_1: 0.31510716676712036 (0.259693654520171) | > loss_disc_real_2: 0.20703472197055817 (0.1985852143594197) | > loss_disc_real_3: 0.25143182277679443 (0.23761287118707383) | > loss_disc_real_4: 0.3035924434661865 (0.22985033052308218) | > loss_disc_real_5: 0.23523998260498047 (0.21990404171603067) | > loss_0: 2.340290069580078 (2.4286884239741733) | > loss_gen: 3.0103914737701416 (2.527414185660226) | > loss_kl: 4.328307628631592 (3.0316693442208424) | > loss_feat: 7.617623805999756 (6.008471829550607) | > loss_mel: 19.236989974975586 (18.11718695504325) | > loss_duration: 2.5314579010009766 (2.3569324016571045) | > loss_1: 36.724769592285156 (32.041674750191824)  --> STEP: 8 | > loss_disc: 2.225684642791748 (2.4033129513263702) | > loss_disc_real_0: 0.18375685811042786 (0.19117563590407372) | > loss_disc_real_1: 0.15482456982135773 (0.24658501893281937) | > loss_disc_real_2: 0.1718345582485199 (0.1952413823455572) | > loss_disc_real_3: 0.22446893155574799 (0.2359698787331581) | > loss_disc_real_4: 0.18238744139671326 (0.22391746938228607) | > loss_disc_real_5: 0.23855899274349213 (0.22223591059446335) | > loss_0: 2.225684642791748 (2.4033129513263702) | > loss_gen: 2.44455623626709 (2.517056941986084) | > loss_kl: 2.661820888519287 (2.985438287258148) | > loss_feat: 9.204939842224121 (6.408030331134796) | > loss_mel: 17.698455810546875 (18.0648455619812) | > loss_duration: 2.1991019248962402 (2.3372035920619965) | > loss_1: 34.2088737487793 (32.31257462501526)  --> STEP: 9 | > loss_disc: 2.643704652786255 (2.4300231403774686) | > loss_disc_real_0: 0.1976671814918518 (0.19189691874716017) | > loss_disc_real_1: 0.2639920115470886 (0.24851912922329372) | > loss_disc_real_2: 0.20474722981452942 (0.19629758761988747) | > loss_disc_real_3: 0.27340400218963623 (0.2401292257838779) | > loss_disc_real_4: 0.3027478754520416 (0.2326764033900367) | > loss_disc_real_5: 0.23460833728313446 (0.22361062467098236) | > loss_0: 2.643704652786255 (2.4300231403774686) | > loss_gen: 2.335066795349121 (2.496835814581977) | > loss_kl: 2.781052589416504 (2.9627287652757435) | > loss_feat: 7.426539897918701 (6.5211980607774525) | > loss_mel: 19.22332000732422 (18.193564944797092) | > loss_duration: 2.1291394233703613 (2.314085351096259) | > loss_1: 33.895118713378906 (32.488412857055664)  --> STEP: 10 | > loss_disc: 2.6150546073913574 (2.4485262870788573) | > loss_disc_real_0: 0.24168258905410767 (0.1968754857778549) | > loss_disc_real_1: 0.23602865636348724 (0.2472700819373131) | > loss_disc_real_2: 0.2755718231201172 (0.20422501116991043) | > loss_disc_real_3: 0.24656003713607788 (0.2407723069190979) | > loss_disc_real_4: 0.2361898273229599 (0.23302774578332902) | > loss_disc_real_5: 0.20468828082084656 (0.2217183902859688) | > loss_0: 2.6150546073913574 (2.4485262870788573) | > loss_gen: 2.4371044635772705 (2.4908626794815065) | > loss_kl: 2.869157075881958 (2.953371596336365) | > loss_feat: 5.250645637512207 (6.394142818450928) | > loss_mel: 14.311480522155762 (17.80535650253296) | > loss_duration: 2.3645248413085938 (2.319129300117493) | > loss_1: 27.232912063598633 (31.96286277770996)  --> STEP: 11 | > loss_disc: 2.5409998893737793 (2.4569329781965776) | > loss_disc_real_0: 0.1093311533331871 (0.18891691010106693) | > loss_disc_real_1: 0.17302733659744263 (0.2405207414518703) | > loss_disc_real_2: 0.28401637077331543 (0.21147877113385635) | > loss_disc_real_3: 0.28723254799842834 (0.24499596519903702) | > loss_disc_real_4: 0.19737307727336884 (0.22978641228242355) | > loss_disc_real_5: 0.1603870987892151 (0.21614281833171844) | > loss_0: 2.5409998893737793 (2.4569329781965776) | > loss_gen: 2.201056718826294 (2.464516683058305) | > loss_kl: 3.520378828048706 (3.004917708310214) | > loss_feat: 7.388433933258057 (6.48453291979703) | > loss_mel: 17.960229873657227 (17.81943589990789) | > loss_duration: 2.4649388790130615 (2.332384716380726) | > loss_1: 33.535037994384766 (32.10578779740767)  --> STEP: 12 | > loss_disc: 2.28716778755188 (2.4427858789761863) | > loss_disc_real_0: 0.20309196412563324 (0.19009816460311413) | > loss_disc_real_1: 0.25677791237831116 (0.24187550569574037) | > loss_disc_real_2: 0.24593546986579895 (0.21435016269485155) | > loss_disc_real_3: 0.23609162867069244 (0.24425393715500832) | > loss_disc_real_4: 0.2204219102859497 (0.22900603711605072) | > loss_disc_real_5: 0.18457992374897003 (0.2135125771164894) | > loss_0: 2.28716778755188 (2.4427858789761863) | > loss_gen: 2.648284912109375 (2.4798307021458945) | > loss_kl: 2.5957133769989014 (2.9708173473676047) | > loss_feat: 5.956737995147705 (6.440550009409587) | > loss_mel: 18.036237716674805 (17.837502717971798) | > loss_duration: 2.2282750606536865 (2.3237089117368064) | > loss_1: 31.465248107910156 (32.05240948994955)  --> STEP: 13 | > loss_disc: 2.2644872665405273 (2.42907060109652) | > loss_disc_real_0: 0.11017307639122009 (0.1839500808945069) | > loss_disc_real_1: 0.23630709946155548 (0.24144716675464922) | > loss_disc_real_2: 0.17375905811786652 (0.21122777003508347) | > loss_disc_real_3: 0.18280504643917084 (0.2395270994076362) | > loss_disc_real_4: 0.15244248509407043 (0.22311653311435992) | > loss_disc_real_5: 0.16163703799247742 (0.20952215103002694) | > loss_0: 2.2644872665405273 (2.42907060109652) | > loss_gen: 2.1828951835632324 (2.4569895084087667) | > loss_kl: 2.998579263687134 (2.972952879392184) | > loss_feat: 6.850682735443115 (6.472098680642935) | > loss_mel: 18.201412200927734 (17.865495755122254) | > loss_duration: 2.250241279602051 (2.318057555418748) | > loss_1: 32.48381042480469 (32.085594177246094)  --> STEP: 14 | > loss_disc: 2.5201125144958496 (2.4355735949107578) | > loss_disc_real_0: 0.18061533570289612 (0.18371188480939185) | > loss_disc_real_1: 0.27763211727142334 (0.24403180607727595) | > loss_disc_real_2: 0.2209921032190323 (0.21192522240536554) | > loss_disc_real_3: 0.23303447663784027 (0.23906334063836507) | > loss_disc_real_4: 0.22803239524364471 (0.22346766612359456) | > loss_disc_real_5: 0.2089352309703827 (0.2094802281686238) | > loss_0: 2.5201125144958496 (2.4355735949107578) | > loss_gen: 2.4670441150665283 (2.4577076945986067) | > loss_kl: 3.3632283210754395 (3.0008296966552734) | > loss_feat: 6.070281028747559 (6.443397419793265) | > loss_mel: 19.530460357666016 (17.984421798161094) | > loss_duration: 2.4073190689086914 (2.324433377810887) | > loss_1: 33.83833312988281 (32.210789816720144)  --> STEP: 15 | > loss_disc: 2.3054020404815674 (2.426895491282145) | > loss_disc_real_0: 0.15407347679138184 (0.1817359909415245) | > loss_disc_real_1: 0.24308405816555023 (0.2439686228831609) | > loss_disc_real_2: 0.22565707564353943 (0.21284067928791045) | > loss_disc_real_3: 0.2597008943557739 (0.24043917755285898) | > loss_disc_real_4: 0.16412067413330078 (0.21951119999090832) | > loss_disc_real_5: 0.20883935689926147 (0.20943750341733297) | > loss_0: 2.3054020404815674 (2.426895491282145) | > loss_gen: 2.481269359588623 (2.4592784722646077) | > loss_kl: 3.312761068344116 (3.0216251214345298) | > loss_feat: 7.488125801086426 (6.513045978546143) | > loss_mel: 17.23324966430664 (17.93434365590413) | > loss_duration: 2.35200572013855 (2.3262715339660645) | > loss_1: 32.86741256713867 (32.254564666748045)  --> STEP: 16 | > loss_disc: 2.5530788898468018 (2.434781953692436) | > loss_disc_real_0: 0.14834749698638916 (0.17964921006932855) | > loss_disc_real_1: 0.3277813196182251 (0.24920691642910242) | > loss_disc_real_2: 0.2486860454082489 (0.21508101467043161) | > loss_disc_real_3: 0.23656924068927765 (0.24019730649888515) | > loss_disc_real_4: 0.2414388358592987 (0.2208816772326827) | > loss_disc_real_5: 0.16985343396663666 (0.20696349907666445) | > loss_0: 2.5530788898468018 (2.434781953692436) | > loss_gen: 2.261692762374878 (2.4469293653964996) | > loss_kl: 2.5950231552124023 (2.9949624985456467) | > loss_feat: 6.000183582305908 (6.480992078781128) | > loss_mel: 17.428869247436523 (17.902751505374905) | > loss_duration: 2.3406004905700684 (2.3271670937538147) | > loss_1: 30.62636947631836 (32.15280246734619)  --> STEP: 17 | > loss_disc: 2.628875970840454 (2.44619924881879) | > loss_disc_real_0: 0.1664797067642212 (0.17887453340432224) | > loss_disc_real_1: 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2.1795191764831543 (2.44368933376513) | > loss_kl: 1.979697585105896 (2.8637380035300004) | > loss_feat: 3.7563071250915527 (6.390168415872674) | > loss_mel: 14.36201000213623 (17.690864161441198) | > loss_duration: 2.325199604034424 (2.3227852269222864) | > loss_1: 24.602733612060547 (31.711245185450505)  --> STEP: 20 | > loss_disc: 2.3036048412323 (2.449605596065521) | > loss_disc_real_0: 0.232618510723114 (0.18704131282866002) | > loss_disc_real_1: 0.22364792227745056 (0.2544566191732883) | > loss_disc_real_2: 0.14114347100257874 (0.20901986658573152) | > loss_disc_real_3: 0.2058989405632019 (0.23883121684193612) | > loss_disc_real_4: 0.22398823499679565 (0.22129834964871406) | > loss_disc_real_5: 0.21411478519439697 (0.21495959982275964) | > loss_0: 2.3036048412323 (2.449605596065521) | > loss_gen: 2.4931912422180176 (2.4461644291877747) | > loss_kl: 2.37345027923584 (2.8392236173152923) | > loss_feat: 5.491003513336182 (6.345210170745849) | > loss_mel: 18.928979873657227 (17.752769947052) | > loss_duration: 2.3135924339294434 (2.3223255872726445) | > loss_1: 31.600217819213867 (31.705693817138673)  --> STEP: 21 | > loss_disc: 2.4148337841033936 (2.4479497954958958) | > loss_disc_real_0: 0.13036209344863892 (0.18434230238199234) | > loss_disc_real_1: 0.322756826877594 (0.2577090100163505) | > loss_disc_real_2: 0.09244454652070999 (0.20346866086834953) | > loss_disc_real_3: 0.21566185355186462 (0.2377279138281232) | > loss_disc_real_4: 0.17265287041664124 (0.2189818982567106) | > loss_disc_real_5: 0.1520618349313736 (0.21196446816126505) | > loss_0: 2.4148337841033936 (2.4479497954958958) | > loss_gen: 2.3655848503112793 (2.442327306384132) | > loss_kl: 2.169851779937744 (2.8073487679163613) | > loss_feat: 6.265869140625 (6.34143202645438) | > loss_mel: 14.87989616394043 (17.615966433570495) | > loss_duration: 2.1430623531341553 (2.313789242789859) | > loss_1: 27.824264526367188 (31.520863850911457)  --> STEP: 22 | > loss_disc: 2.363870859146118 (2.444128025661815) | > loss_disc_real_0: 0.22496864199638367 (0.1861889541826465) | > loss_disc_real_1: 0.2456510365009308 (0.2571609203111041) | > loss_disc_real_2: 0.1523621529340744 (0.20114563778042793) | > loss_disc_real_3: 0.14394281804561615 (0.2334649549289183) | > loss_disc_real_4: 0.16804730892181396 (0.21666668965057892) | > loss_disc_real_5: 0.15682819485664368 (0.2094582739201459) | > loss_0: 2.363870859146118 (2.444128025661815) | > loss_gen: 2.4017796516418457 (2.4404842311685737) | > loss_kl: 2.4066429138183594 (2.7891348654573616) | > loss_feat: 7.030920505523682 (6.372772411866621) | > loss_mel: 18.511066436767578 (17.65665279735218) | > loss_duration: 2.1590628623962402 (2.30675622549924) | > loss_1: 32.50947189331055 (31.565800580111418)  --> STEP: 23 | > loss_disc: 2.4542572498321533 (2.4445684267126992) | > loss_disc_real_0: 0.22744591534137726 (0.1879827351025913) | > loss_disc_real_1: 0.25004446506500244 (0.2568515092134475) | > loss_disc_real_2: 0.23775316774845123 (0.2027372695181681) | > loss_disc_real_3: 0.19086314737796783 (0.2316127024267031) | > loss_disc_real_4: 0.16346697509288788 (0.21435365858285324) | > loss_disc_real_5: 0.17783871293067932 (0.20808351039886475) | > loss_0: 2.4542572498321533 (2.4445684267126992) | > loss_gen: 2.2916250228881836 (2.4340120916781216) | > loss_kl: 2.483975410461426 (2.775867063066234) | > loss_feat: 5.308983325958252 (6.326520712479301) | > loss_mel: 17.21954917907715 (17.637648292209786) | > loss_duration: 2.29403018951416 (2.306202919586845) | > loss_1: 29.598163604736328 (31.480251146399457)  --> STEP: 24 | > loss_disc: 2.2564303874969482 (2.436729341745376) | > loss_disc_real_0: 0.15951472520828247 (0.18679656802366176) | > loss_disc_real_1: 0.2841273844242096 (0.25798800401389593) | > loss_disc_real_2: 0.19863682985305786 (0.20256641786545515) | > loss_disc_real_3: 0.19688862562179565 (0.23016586589316526) | > loss_disc_real_4: 0.18733160197734833 (0.21322773955762386) | > loss_disc_real_5: 0.18263927102088928 (0.20702333375811577) | > loss_0: 2.2564303874969482 (2.436729341745376) | > loss_gen: 2.7354981899261475 (2.446574012438456) | > loss_kl: 2.285118818283081 (2.7554192195336022) | > loss_feat: 8.476730346679688 (6.416112780570984) | > loss_mel: 18.81505584716797 (17.686706940333043) | > loss_duration: 2.4333784580230713 (2.311501900355021) | > loss_1: 34.74578094482422 (31.61631488800049)  --> STEP: 25 | > loss_disc: 2.5430850982666016 (2.440983572006225) | > loss_disc_real_0: 0.13046415150165558 (0.18454327136278154) | > loss_disc_real_1: 0.2784026265144348 (0.25880458891391744) | > loss_disc_real_2: 0.24061182141304016 (0.20408823400735854) | > loss_disc_real_3: 0.30403682589530945 (0.23312070429325105) | > loss_disc_real_4: 0.24398767948150635 (0.21445813715457918) | > loss_disc_real_5: 0.2419053614139557 (0.20841861486434937) | > loss_0: 2.5430850982666016 (2.440983572006225) | > loss_gen: 2.4047465324401855 (2.4449009132385253) | > loss_kl: 3.029863119125366 (2.766396975517273) | > loss_feat: 6.356604099273682 (6.413732433319092) | > loss_mel: 14.55124568939209 (17.561288490295407) | > loss_duration: 2.340747117996216 (2.3126717090606688) | > loss_1: 28.683208465576172 (31.498990631103517)  --> STEP: 26 | > loss_disc: 2.2447829246520996 (2.433437393261836) | > loss_disc_real_0: 0.0786973312497139 (0.1804722736661251) | > loss_disc_real_1: 0.17209862172603607 (0.25546974402207584) | > loss_disc_real_2: 0.2222389578819275 (0.20478633877176505) | > loss_disc_real_3: 0.20084981620311737 (0.23187951628978437) | > loss_disc_real_4: 0.11465360224246979 (0.21061950119642112) | > loss_disc_real_5: 0.15998490154743195 (0.2065557797367756) | > loss_0: 2.2447829246520996 (2.433437393261836) | > loss_gen: 2.3601233959198 (2.4416402394954977) | > loss_kl: 2.341336488723755 (2.750048495255984) | > loss_feat: 13.977265357971191 (6.704637545805711) | > loss_mel: 20.02781867980957 (17.656155036045952) | > loss_duration: 2.258803367614746 (2.3105998497742872) | > loss_1: 40.96534729003906 (31.863081271831806) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025782126646775464 (+8.318974421574503e-05) | > avg_loss_disc: 2.433437393261836 (+0.011370223302107352) | > avg_loss_disc_real_0: 0.1804722736661251 (+0.06500214166366138) | > avg_loss_disc_real_1: 0.25546974402207584 (+0.08237284794449795) | > avg_loss_disc_real_2: 0.20478633877176505 (+0.0016455315053462982) | > avg_loss_disc_real_3: 0.23187951628978437 (-0.013380732673865081) | > avg_loss_disc_real_4: 0.21061950119642112 (-0.015127374862249077) | > avg_loss_disc_real_5: 0.2065557797367756 (-0.012600739987996906) | > avg_loss_0: 2.433437393261836 (+0.011370223302107352) | > avg_loss_gen: 2.4416402394954977 (+0.2542103208028359) | > avg_loss_kl: 2.750048495255984 (+0.13551171009357166) | > avg_loss_feat: 6.704637545805711 (-0.23932381776663014) | > avg_loss_mel: 17.656155036045952 (-0.743372623737045) | > avg_loss_duration: 2.3105998497742872 (-0.010459313025841244) | > avg_loss_1: 31.863081271831806 (-0.6034335356492342)  > EPOCH: 456/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:10:06)   --> TIME: 2024-06-11 11:10:14 -- STEP: 19/330 -- GLOBAL_STEP: 238500 | > loss_disc: 2.240797519683838 (2.351200643338655) | > loss_disc_real_0: 0.09025086462497711 (0.11060223493136857) | > loss_disc_real_1: 0.18063534796237946 (0.2030900128577885) | > loss_disc_real_2: 0.19560539722442627 (0.2148302252355375) | > loss_disc_real_3: 0.23528699576854706 (0.2230857014656067) | > loss_disc_real_4: 0.2508879005908966 (0.2300002810202147) | > loss_disc_real_5: 0.233038067817688 (0.21887505368182533) | > loss_0: 2.240797519683838 (2.351200643338655) | > grad_norm_0: tensor(7.8416, device='cuda:0') (tensor(8.9750, device='cuda:0')) | > loss_gen: 2.513897657394409 (2.461636417790463) | > loss_kl: 1.8220504522323608 (1.8603508033250507) | > loss_feat: 7.772618293762207 (6.853223072855096) | > loss_mel: 17.989599227905273 (18.019593088250407) | > loss_duration: 2.040001392364502 (2.101790974014684) | > loss_1: 32.13816452026367 (31.296594017430355) | > grad_norm_1: tensor(69.6276, device='cuda:0') (tensor(100.6381, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.3795 (0.36146053514982524) | > loader_time: 0.0034 (0.003228162464342619) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_238500.pth  --> TIME: 2024-06-11 11:10:29 -- STEP: 44/330 -- GLOBAL_STEP: 238525 | > loss_disc: 2.3465209007263184 (2.3528031273321672) | > loss_disc_real_0: 0.11938094347715378 (0.11027328551492908) | > loss_disc_real_1: 0.17519128322601318 (0.19770351594144647) | > loss_disc_real_2: 0.20068378746509552 (0.21347712081941692) | > loss_disc_real_3: 0.24199053645133972 (0.22676865688779138) | > loss_disc_real_4: 0.20321641862392426 (0.22785993360660292) | > loss_disc_real_5: 0.20455898344516754 (0.2197233299640092) | > loss_0: 2.3465209007263184 (2.3528031273321672) | > grad_norm_0: tensor(9.8099, device='cuda:0') (tensor(9.2659, device='cuda:0')) | > loss_gen: 2.6237072944641113 (2.474066468802366) | > loss_kl: 1.867980718612671 (1.8653831861235879) | > loss_feat: 7.479618072509766 (6.993667526678606) | > loss_mel: 18.490190505981445 (18.097007534720678) | > loss_duration: 1.9525527954101562 (2.048244145783511) | > loss_1: 32.41404724121094 (31.478368629108775) | > grad_norm_1: tensor(122.7869, device='cuda:0') (tensor(92.0643, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.362 (0.3705361268737101) | > loader_time: 0.0041 (0.0035062974149530583)  --> TIME: 2024-06-11 11:10:38 -- STEP: 69/330 -- GLOBAL_STEP: 238550 | > loss_disc: 2.324660301208496 (2.352668212807697) | > loss_disc_real_0: 0.06728792935609818 (0.1119259030058764) | > loss_disc_real_1: 0.1804010421037674 (0.19888109271077142) | > loss_disc_real_2: 0.20697511732578278 (0.21282284544861835) | > loss_disc_real_3: 0.22371990978717804 (0.22782503608344257) | > loss_disc_real_4: 0.24194815754890442 (0.22827225772367007) | > loss_disc_real_5: 0.2537553012371063 (0.22003483815469604) | > loss_0: 2.324660301208496 (2.352668212807697) | > grad_norm_0: tensor(8.9470, device='cuda:0') (tensor(11.1309, device='cuda:0')) | > loss_gen: 2.592881202697754 (2.4777064807173144) | > loss_kl: 1.7965716123580933 (1.8912653698437456) | > loss_feat: 7.139436721801758 (7.012034713358119) | > loss_mel: 17.13114356994629 (18.012594057166055) | > loss_duration: 1.9504262208938599 (2.0305268678112305) | > loss_1: 30.61046028137207 (31.424127385236215) | > grad_norm_1: tensor(82.5564, device='cuda:0') (tensor(107.6129, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.3742 (0.3763706338578377) | > loader_time: 0.0038 (0.0035638740097267037)  --> TIME: 2024-06-11 11:10:48 -- STEP: 94/330 -- GLOBAL_STEP: 238575 | > loss_disc: 2.290907621383667 (2.3462703583088333) | > loss_disc_real_0: 0.14170831441879272 (0.11410588977184702) | > loss_disc_real_1: 0.18168143928050995 (0.19859443509832345) | > loss_disc_real_2: 0.2158450186252594 (0.21300885461746374) | > loss_disc_real_3: 0.2322450578212738 (0.22687099858167323) | > loss_disc_real_4: 0.27006781101226807 (0.22847632112655233) | > loss_disc_real_5: 0.2630253732204437 (0.2196498747835768) | > loss_0: 2.290907621383667 (2.3462703583088333) | > grad_norm_0: tensor(4.8383, device='cuda:0') (tensor(10.2164, device='cuda:0')) | > loss_gen: 2.7420847415924072 (2.4878835906373697) | > loss_kl: 1.9415498971939087 (1.9088202131555436) | > loss_feat: 7.215292930603027 (7.025847693707081) | > loss_mel: 17.91393280029297 (17.971279123996155) | > loss_duration: 2.0521249771118164 (2.0249005162969542) | > loss_1: 31.864986419677734 (31.418731182179553) | > grad_norm_1: tensor(39.6635, device='cuda:0') (tensor(101.3310, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.399 (0.377825790263237) | > loader_time: 0.0038 (0.003684327957477975)  --> TIME: 2024-06-11 11:10:58 -- STEP: 119/330 -- GLOBAL_STEP: 238600 | > loss_disc: 2.3660192489624023 (2.342402742690398) | > loss_disc_real_0: 0.0946338027715683 (0.11408888091560171) | > loss_disc_real_1: 0.20038262009620667 (0.19721590959224383) | > loss_disc_real_2: 0.1970037966966629 (0.2127260001016264) | > loss_disc_real_3: 0.21993225812911987 (0.22668139260857045) | > loss_disc_real_4: 0.2793673276901245 (0.22832557471359477) | > loss_disc_real_5: 0.2487756460905075 (0.220089352055758) | > loss_0: 2.3660192489624023 (2.342402742690398) | > grad_norm_0: tensor(5.1501, device='cuda:0') (tensor(10.9581, device='cuda:0')) | > loss_gen: 2.472430467605591 (2.490558612246473) | > loss_kl: 2.011404514312744 (1.9228240141347677) | > loss_feat: 7.382514953613281 (7.067782530263693) | > loss_mel: 18.9591121673584 (17.973518852426217) | > loss_duration: 2.0209479331970215 (2.024494662004359) | > loss_1: 32.84640884399414 (31.47917866105793) | > grad_norm_1: tensor(112.0810, device='cuda:0') (tensor(113.1549, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.393 (0.3794424634019869) | > loader_time: 0.0041 (0.003766799173435243)  --> TIME: 2024-06-11 11:11:08 -- STEP: 144/330 -- GLOBAL_STEP: 238625 | > loss_disc: 2.429675579071045 (2.346256244513723) | > loss_disc_real_0: 0.1639919877052307 (0.11478745787300998) | > loss_disc_real_1: 0.2227570116519928 (0.1974570607352588) | > loss_disc_real_2: 0.19726505875587463 (0.21309717775632941) | > loss_disc_real_3: 0.23708416521549225 (0.22740152436825964) | > loss_disc_real_4: 0.21879273653030396 (0.22842115525984102) | > loss_disc_real_5: 0.2137015163898468 (0.2203122698184517) | > loss_0: 2.429675579071045 (2.346256244513723) | > grad_norm_0: tensor(52.8087, device='cuda:0') (tensor(14.5094, device='cuda:0')) | > loss_gen: 2.345393180847168 (2.4921962916851044) | > loss_kl: 1.839307427406311 (1.9273834774891536) | > loss_feat: 6.8840413093566895 (7.076333234707515) | > loss_mel: 17.90845489501953 (17.979146546787675) | > loss_duration: 2.0140416622161865 (2.02804913951291) | > loss_1: 30.99123764038086 (31.503108620643616) | > grad_norm_1: tensor(309.9598, device='cuda:0') (tensor(143.0569, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.3841 (0.3808082689841589) | > loader_time: 0.0048 (0.003869283530447218)  --> TIME: 2024-06-11 11:11:18 -- STEP: 169/330 -- GLOBAL_STEP: 238650 | > loss_disc: 2.3329877853393555 (2.3460538232114883) | > loss_disc_real_0: 0.15481522679328918 (0.11524748083578765) | > loss_disc_real_1: 0.18549396097660065 (0.1968053953182063) | > loss_disc_real_2: 0.21537066996097565 (0.21259165639002656) | > loss_disc_real_3: 0.24244870245456696 (0.2273859413417839) | > loss_disc_real_4: 0.2402372509241104 (0.2283229966311765) | > loss_disc_real_5: 0.2370416224002838 (0.2203876954563976) | > loss_0: 2.3329877853393555 (2.3460538232114883) | > grad_norm_0: tensor(70.1531, device='cuda:0') (tensor(17.6017, device='cuda:0')) | > loss_gen: 2.5813238620758057 (2.5009412977117043) | > loss_kl: 2.0021378993988037 (1.9261706404432037) | > loss_feat: 7.0720744132995605 (7.073128694613304) | > loss_mel: 17.880048751831055 (17.962639148418713) | > loss_duration: 2.065117359161377 (2.0313839700800425) | > loss_1: 31.6007022857666 (31.494263699774205) | > grad_norm_1: tensor(430.3070, device='cuda:0') (tensor(172.8667, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.3841 (0.38167728615935737) | > loader_time: 0.0042 (0.003950978171895948)  --> TIME: 2024-06-11 11:11:28 -- STEP: 194/330 -- GLOBAL_STEP: 238675 | > loss_disc: 2.3166253566741943 (2.3444459192531606) | > loss_disc_real_0: 0.14148584008216858 (0.11596915613591056) | > loss_disc_real_1: 0.17228074371814728 (0.19695698469877246) | > loss_disc_real_2: 0.2610573172569275 (0.21260988504923503) | > loss_disc_real_3: 0.24364107847213745 (0.2273095527414194) | > loss_disc_real_4: 0.27893558144569397 (0.227860098570278) | > loss_disc_real_5: 0.22074459493160248 (0.22024987415247357) | > loss_0: 2.3166253566741943 (2.3444459192531606) | > grad_norm_0: tensor(19.9348, device='cuda:0') (tensor(20.9180, device='cuda:0')) | > loss_gen: 2.5763742923736572 (2.5056705216771538) | > loss_kl: 1.8558013439178467 (1.926534438256136) | > loss_feat: 6.830563545227051 (7.08391941699785) | > loss_mel: 17.840129852294922 (17.929598827951963) | > loss_duration: 2.0590391159057617 (2.0384193855462613) | > loss_1: 31.161907196044922 (31.484142578754227) | > grad_norm_1: tensor(229.1833, device='cuda:0') (tensor(196.6730, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.4014 (0.3831518802446188) | > loader_time: 0.0048 (0.0040511568797003345)  --> TIME: 2024-06-11 11:11:38 -- STEP: 219/330 -- GLOBAL_STEP: 238700 | > loss_disc: 2.315208911895752 (2.34694159956283) | > loss_disc_real_0: 0.08892543613910675 (0.11728036975207394) | > loss_disc_real_1: 0.15136511623859406 (0.19684764858522374) | > loss_disc_real_2: 0.2075154036283493 (0.21269065713229252) | > loss_disc_real_3: 0.21785925328731537 (0.22763406100882788) | > loss_disc_real_4: 0.21362833678722382 (0.22764655240050188) | > loss_disc_real_5: 0.20149098336696625 (0.2202819093857726) | > loss_0: 2.315208911895752 (2.34694159956283) | > grad_norm_0: tensor(16.9572, device='cuda:0') (tensor(20.7090, device='cuda:0')) | > loss_gen: 2.3669676780700684 (2.4991639585799814) | > loss_kl: 1.8896499872207642 (1.9243752063681545) | > loss_feat: 7.042693614959717 (7.074884956830169) | > loss_mel: 17.61109733581543 (17.908561636868132) | > loss_duration: 2.093418598175049 (2.0457610082408615) | > loss_1: 31.003828048706055 (31.452746804990724) | > grad_norm_1: tensor(220.2350, device='cuda:0') (tensor(196.8116, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.3961 (0.3848478783211207) | > loader_time: 0.0048 (0.004161444973183549)  --> TIME: 2024-06-11 11:11:49 -- STEP: 244/330 -- GLOBAL_STEP: 238725 | > loss_disc: 2.411301851272583 (2.349291356860612) | > loss_disc_real_0: 0.11127044260501862 (0.11759618471269725) | > loss_disc_real_1: 0.2301463782787323 (0.19746250811903207) | > loss_disc_real_2: 0.21324479579925537 (0.21247562130943679) | > loss_disc_real_3: 0.24068786203861237 (0.22790233045816422) | > loss_disc_real_4: 0.2161603420972824 (0.228169068938396) | > loss_disc_real_5: 0.17892739176750183 (0.22086996255350894) | > loss_0: 2.411301851272583 (2.349291356860612) | > grad_norm_0: tensor(22.3616, device='cuda:0') (tensor(21.5938, device='cuda:0')) | > loss_gen: 2.4430062770843506 (2.4974997610342298) | > loss_kl: 1.7120463848114014 (1.922279929528471) | > loss_feat: 6.833264350891113 (7.08608528043403) | > loss_mel: 17.859710693359375 (17.885167426750307) | > loss_duration: 2.074937343597412 (2.053907842909703) | > loss_1: 30.92296600341797 (31.444940246519494) | > grad_norm_1: tensor(331.9751, device='cuda:0') (tensor(206.5626, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.4247 (0.38788193073429045) | > loader_time: 0.0052 (0.0042765081905927795)  --> TIME: 2024-06-11 11:12:00 -- STEP: 269/330 -- GLOBAL_STEP: 238750 | > loss_disc: 2.241239309310913 (2.3506047814308917) | > loss_disc_real_0: 0.08589828014373779 (0.11780178436116215) | > loss_disc_real_1: 0.16769731044769287 (0.19751213734699452) | > loss_disc_real_2: 0.22713923454284668 (0.2133466559825777) | > loss_disc_real_3: 0.2163047343492508 (0.22834426790586634) | > loss_disc_real_4: 0.2429925501346588 (0.2282212594295523) | > loss_disc_real_5: 0.18499326705932617 (0.22056262449925718) | > loss_0: 2.241239309310913 (2.3506047814308917) | > grad_norm_0: tensor(21.1689, device='cuda:0') (tensor(22.8182, device='cuda:0')) | > loss_gen: 2.561335802078247 (2.4977735117022424) | > loss_kl: 1.9320114850997925 (1.92706258323556) | > loss_feat: 7.655116081237793 (7.109488384431179) | > loss_mel: 17.666959762573242 (17.85035300697979) | > loss_duration: 2.1459109783172607 (2.0613644078761664) | > loss_1: 31.961334228515625 (31.446041915496487) | > grad_norm_1: tensor(450.8815, device='cuda:0') (tensor(222.6976, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.4525 (0.3918844457009468) | > loader_time: 0.0064 (0.004426812593821697)  --> TIME: 2024-06-11 11:12:11 -- STEP: 294/330 -- GLOBAL_STEP: 238775 | > loss_disc: 2.2243218421936035 (2.348896116626505) | > loss_disc_real_0: 0.08404175192117691 (0.1184922517308978) | > loss_disc_real_1: 0.19029776751995087 (0.19779255595945178) | > loss_disc_real_2: 0.20445843040943146 (0.21329677277276302) | > loss_disc_real_3: 0.22732731699943542 (0.22799248633538785) | > loss_disc_real_4: 0.22134384512901306 (0.22760842411088295) | > loss_disc_real_5: 0.21028663218021393 (0.2200107351452315) | > loss_0: 2.2243218421936035 (2.348896116626505) | > grad_norm_0: tensor(38.7939, device='cuda:0') (tensor(25.5795, device='cuda:0')) | > loss_gen: 2.6729724407196045 (2.5036547832748512) | > loss_kl: 2.0313668251037598 (1.9304579536931044) | > loss_feat: 8.655379295349121 (7.1350620555228925) | > loss_mel: 17.859294891357422 (17.80689043577026) | > loss_duration: 2.2083816528320312 (2.070960639285392) | > loss_1: 33.42739486694336 (31.44702590241724) | > grad_norm_1: tensor(459.1367, device='cuda:0') (tensor(242.4618, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.4537 (0.39724123315746285) | > loader_time: 0.0073 (0.004591001134340453)  --> TIME: 2024-06-11 11:12:24 -- STEP: 319/330 -- GLOBAL_STEP: 238800 | > loss_disc: 2.438448190689087 (2.3524619524008044) | > loss_disc_real_0: 0.15194599330425262 (0.11863782845414171) | > loss_disc_real_1: 0.23261478543281555 (0.19954369041986972) | > loss_disc_real_2: 0.20434415340423584 (0.21342011977886333) | > loss_disc_real_3: 0.24356196820735931 (0.2282205483289348) | > loss_disc_real_4: 0.2726438045501709 (0.22815050142685822) | > loss_disc_real_5: 0.226372629404068 (0.2200565204538148) | > loss_0: 2.438448190689087 (2.3524619524008044) | > grad_norm_0: tensor(33.6009, device='cuda:0') (tensor(27.4470, device='cuda:0')) | > loss_gen: 2.468987464904785 (2.5085643570998624) | > loss_kl: 2.0702641010284424 (1.935991178859364) | > loss_feat: 6.807923793792725 (7.168978964647156) | > loss_mel: 16.871265411376953 (17.768720543122964) | > loss_duration: 2.2572407722473145 (2.084475919370741) | > loss_1: 30.47568130493164 (31.466730984774504) | > grad_norm_1: tensor(165.7442, device='cuda:0') (tensor(255.6532, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.5536 (0.40642694993452594) | > loader_time: 0.009 (0.0048238947100026465)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.500378370285034 (2.500378370285034) | > loss_disc_real_0: 0.07514648139476776 (0.07514648139476776) | > loss_disc_real_1: 0.22144664824008942 (0.22144664824008942) | > loss_disc_real_2: 0.19426828622817993 (0.19426828622817993) | > loss_disc_real_3: 0.26850584149360657 (0.26850584149360657) | > loss_disc_real_4: 0.23911415040493011 (0.23911415040493011) | > loss_disc_real_5: 0.2153182178735733 (0.2153182178735733) | > loss_0: 2.500378370285034 (2.500378370285034) | > loss_gen: 2.111489772796631 (2.111489772796631) | > loss_kl: 2.418722629547119 (2.418722629547119) | > loss_feat: 6.498398303985596 (6.498398303985596) | > loss_mel: 14.12293815612793 (14.12293815612793) | > loss_duration: 2.8721141815185547 (2.8721141815185547) | > loss_1: 28.023662567138672 (28.023662567138672)  --> STEP: 1 | > loss_disc: 2.4086718559265137 (2.4086718559265137) | > loss_disc_real_0: 0.06162359565496445 (0.06162359565496445) | > loss_disc_real_1: 0.2588753402233124 (0.2588753402233124) | > loss_disc_real_2: 0.12092067301273346 (0.12092067301273346) | > loss_disc_real_3: 0.24178260564804077 (0.24178260564804077) | > loss_disc_real_4: 0.23925992846488953 (0.23925992846488953) | > loss_disc_real_5: 0.2433438003063202 (0.2433438003063202) | > loss_0: 2.4086718559265137 (2.4086718559265137) | > loss_gen: 2.056621551513672 (2.056621551513672) | > loss_kl: 3.1641361713409424 (3.1641361713409424) | > loss_feat: 5.572934627532959 (5.572934627532959) | > loss_mel: 16.919509887695312 (16.919509887695312) | > loss_duration: 2.3908421993255615 (2.3908421993255615) | > loss_1: 30.104045867919922 (30.104045867919922)  --> STEP: 2 | > loss_disc: 2.469714641571045 (2.4391932487487793) | > loss_disc_real_0: 0.07939991354942322 (0.07051175460219383) | > loss_disc_real_1: 0.24378246068954468 (0.25132890045642853) | > loss_disc_real_2: 0.1690499633550644 (0.14498531818389893) | > loss_disc_real_3: 0.24098315834999084 (0.2413828819990158) | > loss_disc_real_4: 0.19540150463581085 (0.2173307165503502) | > loss_disc_real_5: 0.22311168909072876 (0.23322774469852448) | > loss_0: 2.469714641571045 (2.4391932487487793) | > loss_gen: 1.9234163761138916 (1.9900189638137817) | > loss_kl: 2.6114957332611084 (2.8878159523010254) | > loss_feat: 5.061610221862793 (5.317272424697876) | > loss_mel: 19.40469741821289 (18.1621036529541) | > loss_duration: 2.426335573196411 (2.4085888862609863) | > loss_1: 31.42755699157715 (30.765801429748535)  --> STEP: 3 | > loss_disc: 2.580676555633545 (2.486354351043701) | > loss_disc_real_0: 0.12089043855667114 (0.08730464925368626) | > loss_disc_real_1: 0.20626987516880035 (0.23630922536055246) | > loss_disc_real_2: 0.15858027338981628 (0.1495169699192047) | > loss_disc_real_3: 0.2680569291114807 (0.2502742310365041) | > loss_disc_real_4: 0.2097024768590927 (0.2147879699865977) | > loss_disc_real_5: 0.3520658612251282 (0.2728404502073924) | > loss_0: 2.580676555633545 (2.486354351043701) | > loss_gen: 2.230672836303711 (2.070236921310425) | > loss_kl: 3.8206229209899902 (3.19875160853068) | > loss_feat: 6.929310321807861 (5.854618390401204) | > loss_mel: 18.41594886779785 (18.246718724568684) | > loss_duration: 2.3508129119873047 (2.3893302281697593) | > loss_1: 33.74736785888672 (31.75965690612793)  --> STEP: 4 | > loss_disc: 2.5346200466156006 (2.498420774936676) | > loss_disc_real_0: 0.0909653902053833 (0.08821983449161053) | > loss_disc_real_1: 0.25791990756988525 (0.24171189591288567) | > loss_disc_real_2: 0.23669999837875366 (0.17131272703409195) | > loss_disc_real_3: 0.31084415316581726 (0.2654167115688324) | > loss_disc_real_4: 0.18820986151695251 (0.2081434428691864) | > loss_disc_real_5: 0.20183603465557098 (0.255089346319437) | > loss_0: 2.5346200466156006 (2.498420774936676) | > loss_gen: 2.248737096786499 (2.1148619651794434) | > loss_kl: 3.5313844680786133 (3.2819098234176636) | > loss_feat: 7.706534385681152 (6.317597389221191) | > loss_mel: 18.346172332763672 (18.27158212661743) | > loss_duration: 2.380690097808838 (2.387170195579529) | > loss_1: 34.21352005004883 (32.373122692108154)  --> STEP: 5 | > loss_disc: 2.598247528076172 (2.518386125564575) | > loss_disc_real_0: 0.10117710381746292 (0.09081128835678101) | > loss_disc_real_1: 0.2714354395866394 (0.24765660464763642) | > loss_disc_real_2: 0.2144915908575058 (0.17994849979877472) | > loss_disc_real_3: 0.22623108327388763 (0.2575795859098434) | > loss_disc_real_4: 0.2780686020851135 (0.22212847471237182) | > loss_disc_real_5: 0.24886919558048248 (0.25384531617164613) | > loss_0: 2.598247528076172 (2.518386125564575) | > loss_gen: 2.0969152450561523 (2.111272621154785) | > loss_kl: 2.515665054321289 (3.128660869598389) | > loss_feat: 4.72385311126709 (5.998848533630371) | > loss_mel: 18.824687957763672 (18.38220329284668) | > loss_duration: 2.4004321098327637 (2.389822578430176) | > loss_1: 30.561553955078125 (32.01080894470215)  --> STEP: 6 | > loss_disc: 2.519477367401123 (2.518567999204) | > loss_disc_real_0: 0.07519347965717316 (0.0882083202401797) | > loss_disc_real_1: 0.19604897499084473 (0.23905533303817114) | > loss_disc_real_2: 0.1770113855600357 (0.1794589807589849) | > loss_disc_real_3: 0.20373250544071198 (0.24860507249832153) | > loss_disc_real_4: 0.21777090430259705 (0.22140221297740936) | > loss_disc_real_5: 0.19875109195709229 (0.2446629454692205) | > loss_0: 2.519477367401123 (2.518567999204) | > loss_gen: 1.9366137981414795 (2.0821628173192344) | > loss_kl: 2.2800896167755127 (2.9872323274612427) | > loss_feat: 6.643542766571045 (6.106297572453816) | > loss_mel: 18.78172492980957 (18.448790232340496) | > loss_duration: 2.1636533737182617 (2.35212771097819) | > loss_1: 31.805622100830078 (31.976611137390137)  --> STEP: 7 | > loss_disc: 2.5505170822143555 (2.523132153919765) | > loss_disc_real_0: 0.09945669770240784 (0.08981523130621229) | > loss_disc_real_1: 0.29527661204338074 (0.24708694432462966) | > loss_disc_real_2: 0.2084074467420578 (0.18359447589942388) | > loss_disc_real_3: 0.3344506025314331 (0.2608687196459089) | > loss_disc_real_4: 0.22911621630191803 (0.22250421345233917) | > loss_disc_real_5: 0.24859218299388885 (0.24522426511560166) | > loss_0: 2.5505170822143555 (2.523132153919765) | > loss_gen: 2.2543232440948486 (2.106757164001465) | > loss_kl: 3.906653642654419 (3.1185782296316966) | > loss_feat: 4.446385860443115 (5.869167327880859) | > loss_mel: 15.780142784118652 (18.067554882594518) | > loss_duration: 2.55839204788208 (2.381594044821603) | > loss_1: 28.945898056030273 (31.5436521257673)  --> STEP: 8 | > loss_disc: 2.6630499362945557 (2.5406218767166138) | > loss_disc_real_0: 0.13322743773460388 (0.09524175710976124) | > loss_disc_real_1: 0.2839149236679077 (0.2516904417425394) | > loss_disc_real_2: 0.213999941945076 (0.1873951591551304) | > loss_disc_real_3: 0.2494979053735733 (0.25944736786186695) | > loss_disc_real_4: 0.22141510248184204 (0.22236807458102703) | > loss_disc_real_5: 0.1967490017414093 (0.23916485719382763) | > loss_0: 2.6630499362945557 (2.5406218767166138) | > loss_gen: 1.9687786102294922 (2.0895098447799683) | > loss_kl: 2.9201853275299072 (3.093779116868973) | > loss_feat: 6.045417308807373 (5.891198575496674) | > loss_mel: 12.493600845336914 (17.370810627937317) | > loss_duration: 2.2413113117218018 (2.364058703184128) | > loss_1: 25.669294357299805 (30.809357404708862)  --> STEP: 9 | > loss_disc: 2.437673330307007 (2.5291831493377686) | > loss_disc_real_0: 0.12183487415313721 (0.09819654789235857) | > loss_disc_real_1: 0.2916436791419983 (0.2561296903424793) | > loss_disc_real_2: 0.2992226183414459 (0.19982043239805433) | > loss_disc_real_3: 0.26467636227607727 (0.26002836724122363) | > loss_disc_real_4: 0.2731466293334961 (0.22801013622019026) | > loss_disc_real_5: 0.27190908789634705 (0.24280310504966313) | > loss_0: 2.437673330307007 (2.5291831493377686) | > loss_gen: 2.7452728748321533 (2.1623724036746554) | > loss_kl: 2.4712185859680176 (3.0246057245466442) | > loss_feat: 8.84753704071045 (6.219680627187093) | > loss_mel: 17.996898651123047 (17.440375963846844) | > loss_duration: 2.1546530723571777 (2.3407914108700223) | > loss_1: 34.215579986572266 (31.187826580471462)  --> STEP: 10 | > loss_disc: 2.4504599571228027 (2.521310830116272) | > loss_disc_real_0: 0.09693846106529236 (0.09807073920965195) | > loss_disc_real_1: 0.3166906535625458 (0.26218578666448594) | > loss_disc_real_2: 0.1447436511516571 (0.1943127542734146) | > loss_disc_real_3: 0.193571075797081 (0.2533826380968094) | > loss_disc_real_4: 0.17754454910755157 (0.2229635775089264) | > loss_disc_real_5: 0.26273152232170105 (0.24479594677686692) | > loss_0: 2.4504599571228027 (2.521310830116272) | > loss_gen: 2.176851272583008 (2.1638202905654906) | > loss_kl: 2.6427319049835205 (2.986418342590332) | > loss_feat: 6.805723190307617 (6.278284883499145) | > loss_mel: 17.114492416381836 (17.407787609100343) | > loss_duration: 2.380737781524658 (2.344786047935486) | > loss_1: 31.120534896850586 (31.181097412109374)  --> STEP: 11 | > loss_disc: 2.50650954246521 (2.51996525851163) | > loss_disc_real_0: 0.06092699244618416 (0.0946940349584276) | > loss_disc_real_1: 0.2864530682563782 (0.2643919031728398) | > loss_disc_real_2: 0.27059993147850037 (0.2012479522011497) | > loss_disc_real_3: 0.21776320040225983 (0.25014450739730487) | > loss_disc_real_4: 0.2058887630701065 (0.22141132165085187) | > loss_disc_real_5: 0.20985837280750275 (0.2416198036887429) | > loss_0: 2.50650954246521 (2.51996525851163) | > loss_gen: 2.209087610244751 (2.1679355014454234) | > loss_kl: 3.3015077114105225 (3.015062830664895) | > loss_feat: 7.361186504364014 (6.376730485395952) | > loss_mel: 17.912860870361328 (17.453703360124067) | > loss_duration: 2.490452289581299 (2.358028433539651) | > loss_1: 33.27509307861328 (31.37146065451882)  --> STEP: 12 | > loss_disc: 2.523094654083252 (2.5202260414759317) | > loss_disc_real_0: 0.054457250982522964 (0.09134096962710221) | > loss_disc_real_1: 0.2329578846693039 (0.26177240163087845) | > loss_disc_real_2: 0.2610453963279724 (0.20623107254505157) | > loss_disc_real_3: 0.21764087677001953 (0.24743587151169777) | > loss_disc_real_4: 0.19982914626598358 (0.21961280703544617) | > loss_disc_real_5: 0.17584526538848877 (0.2361385921637217) | > loss_0: 2.523094654083252 (2.5202260414759317) | > loss_gen: 1.9973045587539673 (2.1537162562211356) | > loss_kl: 2.872622013092041 (3.0031927625338235) | > loss_feat: 5.422859191894531 (6.2972412109375) | > loss_mel: 17.574100494384766 (17.463736454645794) | > loss_duration: 2.312918186187744 (2.3542692462603254) | > loss_1: 30.1798038482666 (31.27215592066447)  --> STEP: 13 | > loss_disc: 2.627639055252075 (2.5284885809971738) | > loss_disc_real_0: 0.08889776468276978 (0.09115303078523049) | > loss_disc_real_1: 0.29066935181617737 (0.26399524395282453) | > loss_disc_real_2: 0.22566713392734528 (0.2077261541898434) | > loss_disc_real_3: 0.27054399251937866 (0.24921341928151938) | > loss_disc_real_4: 0.20996206998825073 (0.21887044264720038) | > loss_disc_real_5: 0.29201602935791016 (0.24043685656327468) | > loss_0: 2.627639055252075 (2.5284885809971738) | > loss_gen: 2.112384080886841 (2.1505368581184974) | > loss_kl: 3.2096171379089355 (3.0190715606396017) | > loss_feat: 5.4116363525390625 (6.229117760291467) | > loss_mel: 16.519620895385742 (17.39111218085656) | > loss_duration: 2.2402772903442383 (2.3455006342667803) | > loss_1: 29.49353790283203 (31.135339150061974)  --> STEP: 14 | > loss_disc: 2.369904041290283 (2.517161113875253) | > loss_disc_real_0: 0.03765568882226944 (0.08733179207359042) | > loss_disc_real_1: 0.23187024891376495 (0.26170060145003454) | > loss_disc_real_2: 0.24636347591876984 (0.2104859628847667) | > loss_disc_real_3: 0.2371470034122467 (0.2483515324337142) | > loss_disc_real_4: 0.22748717665672302 (0.21948592364788055) | > loss_disc_real_5: 0.18408620357513428 (0.23641180992126465) | > loss_0: 2.369904041290283 (2.517161113875253) | > loss_gen: 2.1414899826049805 (2.149890652724675) | > loss_kl: 3.32696795463562 (3.0410641602107455) | > loss_feat: 6.792168617248535 (6.269335678645542) | > loss_mel: 19.410030364990234 (17.535320622580393) | > loss_duration: 2.416109800338745 (2.3505441461290633) | > loss_1: 34.086769104003906 (31.34615557534354)  --> STEP: 15 | > loss_disc: 2.6804749965667725 (2.5280487060546877) | > loss_disc_real_0: 0.1118198037147522 (0.0889643261830012) | > loss_disc_real_1: 0.3831241726875305 (0.26979550619920095) | > loss_disc_real_2: 0.25759458541870117 (0.21362653772036236) | > loss_disc_real_3: 0.26095110177993774 (0.2491915037234624) | > loss_disc_real_4: 0.19360804557800293 (0.2177607317765554) | > loss_disc_real_5: 0.18079447746276855 (0.23270398775736492) | > loss_0: 2.6804749965667725 (2.5280487060546877) | > loss_gen: 2.2913568019866943 (2.159321729342143) | > loss_kl: 3.2618165016174316 (3.0557809829711915) | > loss_feat: 8.473702430725098 (6.416293462117513) | > loss_mel: 18.614234924316406 (17.607248242696127) | > loss_duration: 2.3724122047424316 (2.352002016703288) | > loss_1: 35.01352310180664 (31.590646743774414)  --> STEP: 16 | > loss_disc: 2.5129024982452393 (2.527102068066597) | > loss_disc_real_0: 0.12716959416866302 (0.09135215543210506) | > loss_disc_real_1: 0.27111876010894775 (0.2698782095685601) | > loss_disc_real_2: 0.21978308260440826 (0.21401132177561522) | > loss_disc_real_3: 0.24217014014720917 (0.2487526684999466) | > loss_disc_real_4: 0.23299390077590942 (0.218712804839015) | > loss_disc_real_5: 0.24433884024620056 (0.23343116603791714) | > loss_0: 2.5129024982452393 (2.527102068066597) | > loss_gen: 2.315509796142578 (2.16908348351717) | > loss_kl: 2.6220033168792725 (3.0286698788404465) | > loss_feat: 7.21995210647583 (6.466522127389908) | > loss_mel: 16.451026916503906 (17.534984409809113) | > loss_duration: 2.333115577697754 (2.350821614265442) | > loss_1: 30.941608428955078 (31.550081849098206)  --> STEP: 17 | > loss_disc: 2.2457051277160645 (2.510549306869507) | > loss_disc_real_0: 0.083467036485672 (0.0908883249058443) | > loss_disc_real_1: 0.21088296175003052 (0.2664079008733525) | > loss_disc_real_2: 0.19518834352493286 (0.2129040877608692) | > loss_disc_real_3: 0.23559966683387756 (0.2479789625195896) | > loss_disc_real_4: 0.20757092535495758 (0.2180574001634822) | > loss_disc_real_5: 0.21651571989059448 (0.23243613979395697) | > loss_0: 2.2457051277160645 (2.510549306869507) | > loss_gen: 2.4207935333251953 (2.183889957035289) | > loss_kl: 1.618211269378662 (2.9457017253426945) | > loss_feat: 6.464791297912598 (6.466420313891242) | > loss_mel: 17.159414291381836 (17.512892049901627) | > loss_duration: 2.407421827316284 (2.3541510385625504) | > loss_1: 30.07063102722168 (31.46305533016429)  --> STEP: 18 | > loss_disc: 2.150165557861328 (2.4905279874801636) | > loss_disc_real_0: 0.12699605524539948 (0.09289430992470847) | > loss_disc_real_1: 0.15871919691562653 (0.2604251950979233) | > loss_disc_real_2: 0.11493010073900223 (0.20746108848187658) | > loss_disc_real_3: 0.13002833724021912 (0.241426150004069) | > loss_disc_real_4: 0.17966043949127197 (0.21592423568169275) | > loss_disc_real_5: 0.24105587601661682 (0.2329150140285492) | > loss_0: 2.150165557861328 (2.4905279874801636) | > loss_gen: 2.394925117492676 (2.195614132616255) | > loss_kl: 2.267030954360962 (2.907997793621487) | > loss_feat: 11.145862579345703 (6.726389328638713) | > loss_mel: 20.3339900970459 (17.66961971918742) | > loss_duration: 2.2380385398864746 (2.347700344191657) | > loss_1: 38.379844665527344 (31.847321404351128)  --> STEP: 19 | > loss_disc: 2.732802391052246 (2.5032792718786943) | > loss_disc_real_0: 0.1468236893415451 (0.0957326983150683) | > loss_disc_real_1: 0.27341389656066895 (0.2611088109643836) | > loss_disc_real_2: 0.21556439995765686 (0.20788757855954923) | > loss_disc_real_3: 0.25047412514686584 (0.24190235922211095) | > loss_disc_real_4: 0.17388911545276642 (0.2137118609328019) | > loss_disc_real_5: 0.167024627327919 (0.22944709893904233) | > loss_0: 2.732802391052246 (2.5032792718786943) | > loss_gen: 1.9326000213623047 (2.181771284655521) | > loss_kl: 2.1709516048431396 (2.8692058889489425) | > loss_feat: 6.763535499572754 (6.72834439026682) | > loss_mel: 16.257404327392578 (17.59529259330348) | > loss_duration: 2.3895645141601562 (2.3499037215584204) | > loss_1: 29.514055252075195 (31.724517922652396)  --> STEP: 20 | > loss_disc: 2.2801361083984375 (2.4921221137046814) | > loss_disc_real_0: 0.060116253793239594 (0.09395187608897686) | > loss_disc_real_1: 0.23044221103191376 (0.25957548096776006) | > loss_disc_real_2: 0.2373950481414795 (0.20936295203864574) | > loss_disc_real_3: 0.22990643978118896 (0.24130256325006486) | > loss_disc_real_4: 0.1648656576871872 (0.21126955077052118) | > loss_disc_real_5: 0.2315397560596466 (0.22955173179507254) | > loss_0: 2.2801361083984375 (2.4921221137046814) | > loss_gen: 2.3701353073120117 (2.191189485788345) | > loss_kl: 2.186354398727417 (2.8350633144378663) | > loss_feat: 7.632791519165039 (6.773566746711731) | > loss_mel: 18.979751586914062 (17.66451554298401) | > loss_duration: 2.306506633758545 (2.3477338671684267) | > loss_1: 33.47554016113281 (31.812069034576417)  --> STEP: 21 | > loss_disc: 2.416563034057617 (2.4885240622929166) | > loss_disc_real_0: 0.11766359955072403 (0.09508100577763148) | > loss_disc_real_1: 0.26031678915023804 (0.2596107813574019) | > loss_disc_real_2: 0.25119102001190186 (0.21135476479927698) | > loss_disc_real_3: 0.25855377316474915 (0.2421240494364784) | > loss_disc_real_4: 0.2145550400018692 (0.21142600263868058) | > loss_disc_real_5: 0.23740774393081665 (0.22992582761106037) | > loss_0: 2.416563034057617 (2.4885240622929166) | > loss_gen: 2.5792250633239746 (2.209667370432899) | > loss_kl: 2.252706527709961 (2.8073320388793945) | > loss_feat: 6.987955570220947 (6.7837757383074075) | > loss_mel: 14.851486206054688 (17.530561765034992) | > loss_duration: 2.145388603210449 (2.3380983784085227) | > loss_1: 28.816761016845703 (31.669435319446382)  --> STEP: 22 | > loss_disc: 2.5111541748046875 (2.489552703770724) | > loss_disc_real_0: 0.08728945255279541 (0.09472684426741167) | > loss_disc_real_1: 0.2232789844274521 (0.2579593360424042) | > loss_disc_real_2: 0.13135553896427155 (0.20771843635223128) | > loss_disc_real_3: 0.17694811522960663 (0.23916150697252966) | > loss_disc_real_4: 0.21546286344528198 (0.21160949631170792) | > loss_disc_real_5: 0.31178274750709534 (0.23364659669724377) | > loss_0: 2.5111541748046875 (2.489552703770724) | > loss_gen: 2.008894443511963 (2.200541328300129) | > loss_kl: 2.5543949604034424 (2.7958348989486694) | > loss_feat: 7.776515960693359 (6.828900293870405) | > loss_mel: 19.26251220703125 (17.609286785125732) | > loss_duration: 2.2018117904663086 (2.3319035335020586) | > loss_1: 33.80412673950195 (31.766466747630727)  --> STEP: 23 | > loss_disc: 2.5343387126922607 (2.4914999215499214) | > loss_disc_real_0: 0.10958230495452881 (0.09537273386250371) | > loss_disc_real_1: 0.2825547754764557 (0.25902870297431946) | > loss_disc_real_2: 0.2160256803035736 (0.20807962087185486) | > loss_disc_real_3: 0.23460692167282104 (0.23896348152471625) | > loss_disc_real_4: 0.15045957267284393 (0.2089508039795834) | > loss_disc_real_5: 0.2127148061990738 (0.23273651884949725) | > loss_0: 2.5343387126922607 (2.4914999215499214) | > loss_gen: 2.007831573486328 (2.192162643308225) | > loss_kl: 2.588782548904419 (2.786832622859789) | > loss_feat: 5.454376697540283 (6.769138398377792) | > loss_mel: 16.028757095336914 (17.540568102961) | > loss_duration: 2.269998550415039 (2.329212012498275) | > loss_1: 28.349746704101562 (31.617913702259894)  --> STEP: 24 | > loss_disc: 2.4903931617736816 (2.4914538065592446) | > loss_disc_real_0: 0.1023121252655983 (0.09566187517096598) | > loss_disc_real_1: 0.28416669368743896 (0.2600761192540328) | > loss_disc_real_2: 0.15622705221176147 (0.2059190971776843) | > loss_disc_real_3: 0.22296108305454254 (0.23829671492179236) | > loss_disc_real_4: 0.25472018122673035 (0.2108578613648812) | > loss_disc_real_5: 0.20746541023254395 (0.23168355599045753) | > loss_0: 2.4903931617736816 (2.4914538065592446) | > loss_gen: 2.1509954929351807 (2.190447345376015) | > loss_kl: 2.1591367721557617 (2.7606786290804544) | > loss_feat: 5.8464179039001465 (6.73069171110789) | > loss_mel: 16.121442794799805 (17.481437881787617) | > loss_duration: 2.4187068939208984 (2.332940965890884) | > loss_1: 28.696699142456055 (31.496196428934734)  --> STEP: 25 | > loss_disc: 2.6287283897399902 (2.4969447898864745) | > loss_disc_real_0: 0.186398446559906 (0.0992913380265236) | > loss_disc_real_1: 0.32199692726135254 (0.26255295157432557) | > loss_disc_real_2: 0.2576220631599426 (0.20798721581697463) | > loss_disc_real_3: 0.2558106780052185 (0.2389972734451294) | > loss_disc_real_4: 0.24530616402626038 (0.21223579347133636) | > loss_disc_real_5: 0.33197957277297974 (0.23569539666175843) | > loss_0: 2.6287283897399902 (2.4969447898864745) | > loss_gen: 2.526200771331787 (2.203877482414246) | > loss_kl: 2.4444022178649902 (2.7480275726318357) | > loss_feat: 6.78399658203125 (6.732823905944824) | > loss_mel: 16.556447982788086 (17.444438285827637) | > loss_duration: 2.343806266784668 (2.333375577926635) | > loss_1: 30.65485382080078 (31.462542724609374)  --> STEP: 26 | > loss_disc: 2.593322277069092 (2.500651616316575) | > loss_disc_real_0: 0.05067753046751022 (0.09742157619733077) | > loss_disc_real_1: 0.23149079084396362 (0.26135825308469623) | > loss_disc_real_2: 0.18258260190486908 (0.20701011528189367) | > loss_disc_real_3: 0.15595762431621552 (0.235803440786325) | > loss_disc_real_4: 0.12391071021556854 (0.20883867488457605) | > loss_disc_real_5: 0.15820874273777008 (0.23271514074160501) | > loss_0: 2.593322277069092 (2.500651616316575) | > loss_gen: 1.8863334655761719 (2.1916642509973974) | > loss_kl: 2.0314111709594727 (2.7204654033367452) | > loss_feat: 13.908561706542969 (7.008813821352446) | > loss_mel: 17.776472091674805 (17.45720881682176) | > loss_duration: 2.3048152923583984 (2.33227710540478) | > loss_1: 37.9075927734375 (31.710429264948917) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024093481210561898 (-0.0001688645436213566) | > avg_loss_disc: 2.500651616316575 (+0.06721422305473901) | > avg_loss_disc_real_0: 0.09742157619733077 (-0.08305069746879432) | > avg_loss_disc_real_1: 0.26135825308469623 (+0.005888509062620395) | > avg_loss_disc_real_2: 0.20701011528189367 (+0.0022237765101286167) | > avg_loss_disc_real_3: 0.235803440786325 (+0.003923924496540637) | > avg_loss_disc_real_4: 0.20883867488457605 (-0.001780826311845063) | > avg_loss_disc_real_5: 0.23271514074160501 (+0.026159361004829407) | > avg_loss_0: 2.500651616316575 (+0.06721422305473901) | > avg_loss_gen: 2.1916642509973974 (-0.24997598849810032) | > avg_loss_kl: 2.7204654033367452 (-0.02958309191923858) | > avg_loss_feat: 7.008813821352446 (+0.30417627554673476) | > avg_loss_mel: 17.45720881682176 (-0.19894621922419375) | > avg_loss_duration: 2.33227710540478 (+0.02167725563049272) | > avg_loss_1: 31.710429264948917 (-0.1526520068828887)  > EPOCH: 457/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:12:52)   --> TIME: 2024-06-11 11:12:58 -- STEP: 14/330 -- GLOBAL_STEP: 238825 | > loss_disc: 2.331753730773926 (2.3282025371279036) | > loss_disc_real_0: 0.1199280321598053 (0.10925016525600638) | > loss_disc_real_1: 0.21705682575702667 (0.19698466147695268) | > loss_disc_real_2: 0.23081868886947632 (0.21049237144844873) | > loss_disc_real_3: 0.24816858768463135 (0.22600639505045755) | > loss_disc_real_4: 0.2253606617450714 (0.23029358685016632) | > loss_disc_real_5: 0.2249458134174347 (0.22411586344242096) | > loss_0: 2.331753730773926 (2.3282025371279036) | > grad_norm_0: tensor(8.0479, device='cuda:0') (tensor(12.9990, device='cuda:0')) | > loss_gen: 2.6626594066619873 (2.4948433297021047) | > loss_kl: 1.6974557638168335 (1.9305414216859) | > loss_feat: 7.59614896774292 (6.905190127236502) | > loss_mel: 17.56467056274414 (18.128546442304337) | > loss_duration: 2.0297040939331055 (2.114935968603407) | > loss_1: 31.550640106201172 (31.574057034083776) | > grad_norm_1: tensor(103.0191, device='cuda:0') (tensor(93.4645, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3605 (0.3598412956510271) | > loader_time: 0.0029 (0.0030824627195085797)  --> TIME: 2024-06-11 11:13:07 -- STEP: 39/330 -- GLOBAL_STEP: 238850 | > loss_disc: 2.354823112487793 (2.330846804838914) | > loss_disc_real_0: 0.10576099157333374 (0.10938716460114871) | > loss_disc_real_1: 0.17859090864658356 (0.1949204057455063) | > loss_disc_real_2: 0.21199661493301392 (0.21095378926167122) | > loss_disc_real_3: 0.2157619744539261 (0.22861916132462332) | > loss_disc_real_4: 0.21745933592319489 (0.2310816492789831) | > loss_disc_real_5: 0.19096960127353668 (0.22288134006353524) | > loss_0: 2.354823112487793 (2.330846804838914) | > grad_norm_0: tensor(5.4758, device='cuda:0') (tensor(9.5683, device='cuda:0')) | > loss_gen: 2.3385396003723145 (2.505271453123826) | > loss_kl: 2.0817933082580566 (1.9314152399698894) | > loss_feat: 7.5775604248046875 (7.086476839505709) | > loss_mel: 18.23326301574707 (18.09595166719877) | > loss_duration: 2.0167977809906006 (2.051921636630327) | > loss_1: 32.24795150756836 (31.671036744729065) | > grad_norm_1: tensor(58.6985, device='cuda:0') (tensor(85.0762, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3558 (0.36138472801599747) | > loader_time: 0.0033 (0.003235334005111303)  --> TIME: 2024-06-11 11:13:16 -- STEP: 64/330 -- GLOBAL_STEP: 238875 | > loss_disc: 2.2968506813049316 (2.33911157026887) | > loss_disc_real_0: 0.08881519734859467 (0.11048658104846254) | > loss_disc_real_1: 0.20421040058135986 (0.1965888913255185) | > loss_disc_real_2: 0.1895521879196167 (0.2112273476086557) | > loss_disc_real_3: 0.21674013137817383 (0.22840060060843825) | > loss_disc_real_4: 0.2236163467168808 (0.2282990817911923) | > loss_disc_real_5: 0.21689343452453613 (0.22269358579069376) | > loss_0: 2.2968506813049316 (2.33911157026887) | > grad_norm_0: tensor(9.7742, device='cuda:0') (tensor(8.9387, device='cuda:0')) | > loss_gen: 2.5125927925109863 (2.488350372761487) | > loss_kl: 2.1138076782226562 (1.928034946322441) | > loss_feat: 7.4890241622924805 (7.100541412830353) | > loss_mel: 18.394746780395508 (18.109067529439926) | > loss_duration: 2.0348620414733887 (2.0301712807267904) | > loss_1: 32.5450325012207 (31.656165450811386) | > grad_norm_1: tensor(97.8232, device='cuda:0') (tensor(88.3506, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3606 (0.3641194775700569) | > loader_time: 0.0037 (0.003317970782518387)  --> TIME: 2024-06-11 11:13:26 -- STEP: 89/330 -- GLOBAL_STEP: 238900 | > loss_disc: 2.3265066146850586 (2.3474128942811086) | > loss_disc_real_0: 0.10606716573238373 (0.1115353579182973) | > loss_disc_real_1: 0.1761544942855835 (0.19604293499769784) | > loss_disc_real_2: 0.20597504079341888 (0.21224888556458976) | > loss_disc_real_3: 0.21469399333000183 (0.22944746559925294) | > loss_disc_real_4: 0.21816380321979523 (0.22994729190060262) | > loss_disc_real_5: 0.21025754511356354 (0.22419453571351727) | > loss_0: 2.3265066146850586 (2.3474128942811086) | > grad_norm_0: tensor(9.6572, device='cuda:0') (tensor(9.6704, device='cuda:0')) | > loss_gen: 2.3808164596557617 (2.4822927191016366) | > loss_kl: 1.7672758102416992 (1.9330250359653087) | > loss_feat: 7.165925025939941 (7.049190687329582) | > loss_mel: 17.8483829498291 (18.027142621158223) | > loss_duration: 2.0123705863952637 (2.0219381525275413) | > loss_1: 31.17477035522461 (31.513589173220517) | > grad_norm_1: tensor(171.2378, device='cuda:0') (tensor(112.1260, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3805 (0.367298619131024) | > loader_time: 0.0036 (0.0034804183445619735)  --> TIME: 2024-06-11 11:13:36 -- STEP: 114/330 -- GLOBAL_STEP: 238925 | > loss_disc: 2.292843818664551 (2.347798876595079) | > loss_disc_real_0: 0.1301153302192688 (0.11255089673948915) | > loss_disc_real_1: 0.22677494585514069 (0.1961627926742821) | > loss_disc_real_2: 0.2534952461719513 (0.21207565226052938) | > loss_disc_real_3: 0.20693527162075043 (0.22966950112267545) | > loss_disc_real_4: 0.19610096514225006 (0.22960319526885686) | > loss_disc_real_5: 0.1751573532819748 (0.2230425606432714) | > loss_0: 2.292843818664551 (2.347798876595079) | > grad_norm_0: tensor(10.5872, device='cuda:0') (tensor(10.6392, device='cuda:0')) | > loss_gen: 2.5499746799468994 (2.4838687306956224) | > loss_kl: 1.8860284090042114 (1.9365832638322262) | > loss_feat: 7.2534871101379395 (7.043584748318321) | > loss_mel: 18.432693481445312 (17.99214366444371) | > loss_duration: 2.034982204437256 (2.0221195189576404) | > loss_1: 32.15716552734375 (31.47829989383095) | > grad_norm_1: tensor(100.1525, device='cuda:0') (tensor(123.3192, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3874 (0.37007158890105135) | > loader_time: 0.0037 (0.00358288329944276)  --> TIME: 2024-06-11 11:13:45 -- STEP: 139/330 -- GLOBAL_STEP: 238950 | > loss_disc: 2.311338424682617 (2.353132352554541) | > loss_disc_real_0: 0.12766271829605103 (0.113772433519149) | > loss_disc_real_1: 0.1889633983373642 (0.1974198513751407) | > loss_disc_real_2: 0.2108801007270813 (0.21380056901801403) | > loss_disc_real_3: 0.22581420838832855 (0.2300582231163121) | > loss_disc_real_4: 0.2013212889432907 (0.2288739280306178) | > loss_disc_real_5: 0.20543405413627625 (0.22230288793714784) | > loss_0: 2.311338424682617 (2.353132352554541) | > grad_norm_0: tensor(8.0076, device='cuda:0') (tensor(10.9190, device='cuda:0')) | > loss_gen: 2.4370055198669434 (2.477851365109999) | > loss_kl: 1.8437172174453735 (1.942671286974022) | > loss_feat: 6.911880970001221 (7.027665186271393) | > loss_mel: 17.752639770507812 (17.99487448767793) | > loss_duration: 2.0854506492614746 (2.0272268897337877) | > loss_1: 31.03069496154785 (31.470289244068613) | > grad_norm_1: tensor(122.9059, device='cuda:0') (tensor(125.5835, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3786 (0.37161114919099875) | > loader_time: 0.0044 (0.0036960197009628624)  --> TIME: 2024-06-11 11:13:55 -- STEP: 164/330 -- GLOBAL_STEP: 238975 | > loss_disc: 2.4561026096343994 (2.352594401778245) | > loss_disc_real_0: 0.09316781908273697 (0.11434985940321916) | > loss_disc_real_1: 0.20695985853672028 (0.19776602316556907) | > loss_disc_real_2: 0.20365563035011292 (0.21402690541453473) | > loss_disc_real_3: 0.22647425532341003 (0.22976672994654354) | > loss_disc_real_4: 0.24457165598869324 (0.22822235988044157) | > loss_disc_real_5: 0.2648688554763794 (0.22155481086271564) | > loss_0: 2.4561026096343994 (2.352594401778245) | > grad_norm_0: tensor(8.5168, device='cuda:0') (tensor(12.3858, device='cuda:0')) | > loss_gen: 2.4117751121520996 (2.479404474177011) | > loss_kl: 2.0060393810272217 (1.9509944552328529) | > loss_feat: 6.622754096984863 (7.0322839225210805) | > loss_mel: 17.66688346862793 (17.978739691943662) | > loss_duration: 2.1082921028137207 (2.0302091444410917) | > loss_1: 30.815744400024414 (31.47163170139964) | > grad_norm_1: tensor(156.6030, device='cuda:0') (tensor(139.2205, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3752 (0.37372092357495934) | > loader_time: 0.0041 (0.0038319753437507445)  --> TIME: 2024-06-11 11:14:05 -- STEP: 189/330 -- GLOBAL_STEP: 239000 | > loss_disc: 2.3817219734191895 (2.354853580868433) | > loss_disc_real_0: 0.06049882620573044 (0.11677397462347197) | > loss_disc_real_1: 0.21848978102207184 (0.19795974150851922) | > loss_disc_real_2: 0.28210851550102234 (0.21383320607205544) | > loss_disc_real_3: 0.25111523270606995 (0.2298443494019685) | > loss_disc_real_4: 0.24960939586162567 (0.22821231399263656) | > loss_disc_real_5: 0.2556191384792328 (0.22163900638383532) | > loss_0: 2.3817219734191895 (2.354853580868433) | > grad_norm_0: tensor(24.0065, device='cuda:0') (tensor(15.7425, device='cuda:0')) | > loss_gen: 2.504641056060791 (2.486238960235838) | > loss_kl: 2.119093656539917 (1.956870847278171) | > loss_feat: 7.209717750549316 (7.037907764394449) | > loss_mel: 17.816709518432617 (17.93159850186142) | > loss_duration: 2.1173834800720215 (2.036916462832657) | > loss_1: 31.767545700073242 (31.449532534079577) | > grad_norm_1: tensor(226.5405, device='cuda:0') (tensor(164.8897, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3931 (0.3756360250806052) | > loader_time: 0.0046 (0.003936469870269615) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_239000.pth  --> TIME: 2024-06-11 11:14:20 -- STEP: 214/330 -- GLOBAL_STEP: 239025 | > loss_disc: 2.3072192668914795 (2.3564782298613918) | > loss_disc_real_0: 0.07801754027605057 (0.116987687700959) | > loss_disc_real_1: 0.17381969094276428 (0.19808339613063314) | > loss_disc_real_2: 0.22543025016784668 (0.21419900161362138) | > loss_disc_real_3: 0.23965539038181305 (0.23020830207338958) | > loss_disc_real_4: 0.21426238119602203 (0.22759358731107177) | > loss_disc_real_5: 0.2374475598335266 (0.22161245749932584) | > loss_0: 2.3072192668914795 (2.3564782298613918) | > grad_norm_0: tensor(49.0526, device='cuda:0') (tensor(18.4324, device='cuda:0')) | > loss_gen: 2.5807435512542725 (2.4902689546068126) | > loss_kl: 1.7702243328094482 (1.9543652852004934) | > loss_feat: 6.667387962341309 (7.056125868146665) | > loss_mel: 17.66443634033203 (17.892615398513943) | > loss_duration: 2.1458933353424072 (2.044146785112185) | > loss_1: 30.828685760498047 (31.437522308848727) | > grad_norm_1: tensor(531.1782, device='cuda:0') (tensor(191.9680, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.3978 (0.3785572486503102) | > loader_time: 0.0054 (0.004064347142371063)  --> TIME: 2024-06-11 11:14:31 -- STEP: 239/330 -- GLOBAL_STEP: 239050 | > loss_disc: 2.2354979515075684 (2.3548288395215264) | > loss_disc_real_0: 0.04817876219749451 (0.11859248661159472) | > loss_disc_real_1: 0.17544354498386383 (0.1977027256244396) | > loss_disc_real_2: 0.2201738804578781 (0.21373989442402347) | > loss_disc_real_3: 0.2107127606868744 (0.2297561530288792) | > loss_disc_real_4: 0.24323473870754242 (0.22723466139208823) | > loss_disc_real_5: 0.23032379150390625 (0.22112589725390638) | > loss_0: 2.2354979515075684 (2.3548288395215264) | > grad_norm_0: tensor(18.4645, device='cuda:0') (tensor(21.6211, device='cuda:0')) | > loss_gen: 2.525846481323242 (2.4971031504196093) | > loss_kl: 1.9714523553848267 (1.9544347644351017) | > loss_feat: 7.919220924377441 (7.081410370112464) | > loss_mel: 17.824487686157227 (17.87042432649366) | > loss_duration: 2.078918695449829 (2.0518122926416758) | > loss_1: 32.31992721557617 (31.45518492056236) | > grad_norm_1: tensor(318.8380, device='cuda:0') (tensor(211.7505, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.4277 (0.3835972253248781) | > loader_time: 0.0053 (0.00422863980217459)  --> TIME: 2024-06-11 11:14:42 -- STEP: 264/330 -- GLOBAL_STEP: 239075 | > loss_disc: 2.300567626953125 (2.3544648885726915) | > loss_disc_real_0: 0.10338656604290009 (0.11895056751867135) | > loss_disc_real_1: 0.1626671701669693 (0.19805115382328176) | > loss_disc_real_2: 0.20478683710098267 (0.21334737138540452) | > loss_disc_real_3: 0.250670462846756 (0.22968997749866862) | > loss_disc_real_4: 0.25210726261138916 (0.22735807988228218) | > loss_disc_real_5: 0.2383052408695221 (0.22109637968242168) | > loss_0: 2.300567626953125 (2.3544648885726915) | > grad_norm_0: tensor(12.0419, device='cuda:0') (tensor(23.4512, device='cuda:0')) | > loss_gen: 2.5670087337493896 (2.502276187593286) | > loss_kl: 1.9237807989120483 (1.9557826121648152) | > loss_feat: 7.472294330596924 (7.101518768252748) | > loss_mel: 17.940189361572266 (17.83434027614016) | > loss_duration: 2.160133123397827 (2.0592495880343695) | > loss_1: 32.06340789794922 (31.453167445731886) | > grad_norm_1: tensor(299.8419, device='cuda:0') (tensor(228.5217, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.4312 (0.38845082033764233) | > loader_time: 0.0057 (0.0043845854022286175)  --> TIME: 2024-06-11 11:14:54 -- STEP: 289/330 -- GLOBAL_STEP: 239100 | > loss_disc: 2.315887451171875 (2.3541348533234374) | > loss_disc_real_0: 0.13561780750751495 (0.1192159933718018) | > loss_disc_real_1: 0.17211192846298218 (0.19828574668783625) | > loss_disc_real_2: 0.19755251705646515 (0.21333903388787304) | > loss_disc_real_3: 0.2442992478609085 (0.2291992028279288) | > loss_disc_real_4: 0.25045934319496155 (0.22739158998723674) | > loss_disc_real_5: 0.23803910613059998 (0.2210906057209292) | > loss_0: 2.315887451171875 (2.3541348533234374) | > grad_norm_0: tensor(11.9114, device='cuda:0') (tensor(23.6471, device='cuda:0')) | > loss_gen: 2.6169276237487793 (2.4991290231064514) | > loss_kl: 1.8502448797225952 (1.9551802786988783) | > loss_feat: 7.027853012084961 (7.111596104182999) | > loss_mel: 17.096357345581055 (17.786377289715944) | > loss_duration: 2.207943916320801 (2.0681308751287757) | > loss_1: 30.799327850341797 (31.420413581557753) | > grad_norm_1: tensor(261.0476, device='cuda:0') (tensor(235.0273, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.4557 (0.39326226917517626) | > loader_time: 0.0064 (0.004537248281459084)  --> TIME: 2024-06-11 11:15:06 -- STEP: 314/330 -- GLOBAL_STEP: 239125 | > loss_disc: 2.4147262573242188 (2.3547836390270547) | > loss_disc_real_0: 0.13758081197738647 (0.11940568208599546) | > loss_disc_real_1: 0.22526989877223969 (0.19875730360579336) | > loss_disc_real_2: 0.19434793293476105 (0.21338679133706792) | > loss_disc_real_3: 0.2258622944355011 (0.2292833357195186) | > loss_disc_real_4: 0.23015432059764862 (0.2274778696951593) | > loss_disc_real_5: 0.23492035269737244 (0.22125597573389674) | > loss_0: 2.4147262573242188 (2.3547836390270547) | > grad_norm_0: tensor(44.3463, device='cuda:0') (tensor(24.5234, device='cuda:0')) | > loss_gen: 2.420640707015991 (2.4961321756338606) | > loss_kl: 1.893019199371338 (1.9572650232132833) | > loss_feat: 6.843796730041504 (7.1087693834001096) | > loss_mel: 17.292957305908203 (17.7384277392345) | > loss_duration: 2.2632739543914795 (2.0804843325523805) | > loss_1: 30.713687896728516 (31.381078677572262) | > grad_norm_1: tensor(389.2990, device='cuda:0') (tensor(246.5022, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.5637 (0.4018090416671362) | > loader_time: 0.0075 (0.004745232831140992)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.363814115524292 (2.363814115524292) | > loss_disc_real_0: 0.06408199667930603 (0.06408199667930603) | > loss_disc_real_1: 0.17716722190380096 (0.17716722190380096) | > loss_disc_real_2: 0.1742532104253769 (0.1742532104253769) | > loss_disc_real_3: 0.2586027681827545 (0.2586027681827545) | > loss_disc_real_4: 0.2098747342824936 (0.2098747342824936) | > loss_disc_real_5: 0.23226436972618103 (0.23226436972618103) | > loss_0: 2.363814115524292 (2.363814115524292) | > loss_gen: 2.194070339202881 (2.194070339202881) | > loss_kl: 2.5967164039611816 (2.5967164039611816) | > loss_feat: 7.354030132293701 (7.354030132293701) | > loss_mel: 15.542278289794922 (15.542278289794922) | > loss_duration: 2.967988967895508 (2.967988967895508) | > loss_1: 30.65508460998535 (30.65508460998535)  --> STEP: 1 | > loss_disc: 2.3204729557037354 (2.3204729557037354) | > loss_disc_real_0: 0.04274987801909447 (0.04274987801909447) | > loss_disc_real_1: 0.12521354854106903 (0.12521354854106903) | > loss_disc_real_2: 0.13458113372325897 (0.13458113372325897) | > loss_disc_real_3: 0.20392653346061707 (0.20392653346061707) | > loss_disc_real_4: 0.2156764715909958 (0.2156764715909958) | > loss_disc_real_5: 0.24270829558372498 (0.24270829558372498) | > loss_0: 2.3204729557037354 (2.3204729557037354) | > loss_gen: 1.9860045909881592 (1.9860045909881592) | > loss_kl: 2.984604835510254 (2.984604835510254) | > loss_feat: 5.95035457611084 (5.95035457611084) | > loss_mel: 18.603221893310547 (18.603221893310547) | > loss_duration: 2.3616087436676025 (2.3616087436676025) | > loss_1: 31.885793685913086 (31.885793685913086)  --> STEP: 2 | > loss_disc: 2.3089470863342285 (2.314710021018982) | > loss_disc_real_0: 0.04918333515524864 (0.045966606587171555) | > loss_disc_real_1: 0.19548539817333221 (0.16034947335720062) | > loss_disc_real_2: 0.21348780393600464 (0.1740344688296318) | > loss_disc_real_3: 0.2576572597026825 (0.23079189658164978) | > loss_disc_real_4: 0.199440136551857 (0.2075583040714264) | > loss_disc_real_5: 0.21693561971187592 (0.22982195764780045) | > loss_0: 2.3089470863342285 (2.314710021018982) | > loss_gen: 2.341783046722412 (2.1638938188552856) | > loss_kl: 2.6000707149505615 (2.7923377752304077) | > loss_feat: 6.460463047027588 (6.205408811569214) | > loss_mel: 19.3278865814209 (18.965554237365723) | > loss_duration: 2.478266716003418 (2.4199377298355103) | > loss_1: 33.20846939086914 (32.54713153839111)  --> STEP: 3 | > loss_disc: 2.2663872241973877 (2.2986024220784507) | > loss_disc_real_0: 0.08172193914651871 (0.057885050773620605) | > loss_disc_real_1: 0.13600802421569824 (0.15223565697669983) | > loss_disc_real_2: 0.10004515200853348 (0.14937136322259903) | > loss_disc_real_3: 0.14113667607307434 (0.2009068230787913) | > loss_disc_real_4: 0.13016948103904724 (0.18176202972730002) | > loss_disc_real_5: 0.1374347060918808 (0.19902620712916055) | > loss_0: 2.2663872241973877 (2.2986024220784507) | > loss_gen: 1.7707024812698364 (2.0328300396601358) | > loss_kl: 3.088660478591919 (2.8911120096842446) | > loss_feat: 7.081590175628662 (6.497469266255696) | > loss_mel: 17.78573226928711 (18.572280248006184) | > loss_duration: 2.278444528579712 (2.3727733294169107) | > loss_1: 32.005130767822266 (32.366464614868164)  --> STEP: 4 | > loss_disc: 2.3203237056732178 (2.3040327429771423) | > loss_disc_real_0: 0.1636524200439453 (0.08432689309120178) | > loss_disc_real_1: 0.25453639030456543 (0.17781084030866623) | > loss_disc_real_2: 0.18243344128131866 (0.15763688273727894) | > loss_disc_real_3: 0.21633800864219666 (0.20476461946964264) | > loss_disc_real_4: 0.14845745265483856 (0.17343588545918465) | > loss_disc_real_5: 0.15655086934566498 (0.18840737268328667) | > loss_0: 2.3203237056732178 (2.3040327429771423) | > loss_gen: 2.2196102142333984 (2.0795250833034515) | > loss_kl: 2.899644374847412 (2.8932451009750366) | > loss_feat: 5.158220291137695 (6.162657022476196) | > loss_mel: 15.42233943939209 (17.78479504585266) | > loss_duration: 2.342560291290283 (2.365220069885254) | > loss_1: 28.042375564575195 (31.285442352294922)  --> STEP: 5 | > loss_disc: 2.3898653984069824 (2.3211992740631104) | > loss_disc_real_0: 0.06789575517177582 (0.08104066550731659) | > loss_disc_real_1: 0.11889158934354782 (0.16602699011564254) | > loss_disc_real_2: 0.16745540499687195 (0.15960058718919753) | > loss_disc_real_3: 0.16285571455955505 (0.1963828384876251) | > loss_disc_real_4: 0.12590685486793518 (0.16393007934093476) | > loss_disc_real_5: 0.1339951902627945 (0.17752493619918824) | > loss_0: 2.3898653984069824 (2.3211992740631104) | > loss_gen: 1.6829946041107178 (2.000218987464905) | > loss_kl: 2.3432679176330566 (2.7832496643066404) | > loss_feat: 6.361337184906006 (6.202393054962158) | > loss_mel: 19.42746925354004 (18.113329887390137) | > loss_duration: 2.4627552032470703 (2.3847270965576173) | > loss_1: 32.27782440185547 (31.483918762207033)  --> STEP: 6 | > loss_disc: 2.3198397159576416 (2.3209726810455322) | > loss_disc_real_0: 0.0750371515750885 (0.08004007985194524) | > loss_disc_real_1: 0.1707477569580078 (0.1668137845893701) | > loss_disc_real_2: 0.17597796022891998 (0.1623301493624846) | > loss_disc_real_3: 0.23706960678100586 (0.2031639665365219) | > loss_disc_real_4: 0.20119911432266235 (0.1701415851712227) | > loss_disc_real_5: 0.1205902025103569 (0.16803581391771635) | > loss_0: 2.3198397159576416 (2.3209726810455322) | > loss_gen: 2.198746681213379 (2.0333069364229837) | > loss_kl: 2.6365251541137695 (2.7587955792744956) | > loss_feat: 7.23758602142334 (6.3749252160390215) | > loss_mel: 18.732057571411133 (18.216451168060303) | > loss_duration: 2.1606035232543945 (2.3473731676737466) | > loss_1: 32.965518951416016 (31.730852127075195)  --> STEP: 7 | > loss_disc: 2.2042994499206543 (2.304305076599121) | > loss_disc_real_0: 0.07640126347541809 (0.0795202489410128) | > loss_disc_real_1: 0.18356144428253174 (0.1692063074026789) | > loss_disc_real_2: 0.19475428760051727 (0.166962169110775) | > loss_disc_real_3: 0.24237751960754395 (0.20876590268952505) | > loss_disc_real_4: 0.19136032462120056 (0.17317283366407668) | > loss_disc_real_5: 0.18249021470546722 (0.17010072831596648) | > loss_0: 2.2042994499206543 (2.304305076599121) | > loss_gen: 2.219304323196411 (2.0598779916763306) | > loss_kl: 4.021543502807617 (2.939188139779227) | > loss_feat: 5.566082954406738 (6.259376321520124) | > loss_mel: 17.815298080444336 (18.159143584115164) | > loss_duration: 2.5555882453918457 (2.3771181787763322) | > loss_1: 32.177818298339844 (31.79470443725586)  --> STEP: 8 | > loss_disc: 2.19222354888916 (2.290294885635376) | > loss_disc_real_0: 0.0988461822271347 (0.08193599060177803) | > loss_disc_real_1: 0.1342214047908783 (0.16483319457620382) | > loss_disc_real_2: 0.17632326483726501 (0.16813230607658625) | > loss_disc_real_3: 0.17599423229694366 (0.20466944389045238) | > loss_disc_real_4: 0.2105695903301239 (0.17784742824733257) | > loss_disc_real_5: 0.20207560062408447 (0.17409758735448122) | > loss_0: 2.19222354888916 (2.290294885635376) | > loss_gen: 2.185802936553955 (2.0756186097860336) | > loss_kl: 2.9778759479522705 (2.9440241158008575) | > loss_feat: 8.800760269165039 (6.5770493149757385) | > loss_mel: 19.090879440307617 (18.27561056613922) | > loss_duration: 2.158771514892578 (2.349824845790863) | > loss_1: 35.214088439941406 (32.22212743759155)  --> STEP: 9 | > loss_disc: 2.3583476543426514 (2.2978563043806286) | > loss_disc_real_0: 0.1114288717508316 (0.08521297739611731) | > loss_disc_real_1: 0.1284833699464798 (0.16079432517290115) | > loss_disc_real_2: 0.2251305878162384 (0.17446544849210316) | > loss_disc_real_3: 0.19033603370189667 (0.20307684275839064) | > loss_disc_real_4: 0.1181473359465599 (0.17121408465835783) | > loss_disc_real_5: 0.14025470614433289 (0.1703372672200203) | > loss_0: 2.3583476543426514 (2.2978563043806286) | > loss_gen: 1.9294451475143433 (2.059377113978068) | > loss_kl: 2.532465696334839 (2.8982954025268555) | > loss_feat: 8.53247356414795 (6.794318675994873) | > loss_mel: 19.522451400756836 (18.41414843665229) | > loss_duration: 2.116055488586426 (2.323850472768148) | > loss_1: 34.63288879394531 (32.489989810519745)  --> STEP: 10 | > loss_disc: 2.0390052795410156 (2.2719712018966676) | > loss_disc_real_0: 0.06314142793416977 (0.08300582244992256) | > loss_disc_real_1: 0.18932850658893585 (0.16364774331450463) | > loss_disc_real_2: 0.20877352356910706 (0.17789625599980355) | > loss_disc_real_3: 0.172248974442482 (0.19999405592679978) | > loss_disc_real_4: 0.15266335010528564 (0.1693590112030506) | > loss_disc_real_5: 0.15252085030078888 (0.16855562552809716) | > loss_0: 2.0390052795410156 (2.2719712018966676) | > loss_gen: 2.4419808387756348 (2.097637486457825) | > loss_kl: 2.2019541263580322 (2.8286612749099733) | > loss_feat: 8.451086044311523 (6.959995412826538) | > loss_mel: 19.378454208374023 (18.51057901382446) | > loss_duration: 2.4097323417663574 (2.332438659667969) | > loss_1: 34.883209228515625 (32.72931175231933)  --> STEP: 11 | > loss_disc: 2.4626502990722656 (2.289305665276267) | > loss_disc_real_0: 0.09899747371673584 (0.08445960892872377) | > loss_disc_real_1: 0.13588668406009674 (0.161124010655013) | > loss_disc_real_2: 0.18414078652858734 (0.17846394059332935) | > loss_disc_real_3: 0.2636982202529907 (0.20578534359281714) | > loss_disc_real_4: 0.19443777203559875 (0.17163889855146408) | > loss_disc_real_5: 0.24521896243095398 (0.17552501979199323) | > loss_0: 2.4626502990722656 (2.289305665276267) | > loss_gen: 2.048431158065796 (2.093164183876731) | > loss_kl: 2.752561330795288 (2.8217430981722744) | > loss_feat: 6.30900239944458 (6.9008142297918145) | > loss_mel: 18.10332679748535 (18.473556085066363) | > loss_duration: 2.4462106227874756 (2.342781565406106) | > loss_1: 31.65953254699707 (32.63205909729004)  --> STEP: 12 | > loss_disc: 2.3637659549713135 (2.295510689417521) | > loss_disc_real_0: 0.09070765972137451 (0.08498027982811134) | > loss_disc_real_1: 0.1608954817056656 (0.1611049665759007) | > loss_disc_real_2: 0.2163839191198349 (0.18162393880387148) | > loss_disc_real_3: 0.19149674475193024 (0.20459462702274323) | > loss_disc_real_4: 0.1824970841407776 (0.17254374735057354) | > loss_disc_real_5: 0.13814395666122437 (0.1724099311977625) | > loss_0: 2.3637659549713135 (2.295510689417521) | > loss_gen: 2.162184000015259 (2.098915835221608) | > loss_kl: 2.970940351486206 (2.8341762026151023) | > loss_feat: 6.43802547454834 (6.862248500188191) | > loss_mel: 16.71029281616211 (18.32661747932434) | > loss_duration: 2.2245075702667236 (2.3329253991444907) | > loss_1: 30.505950927734375 (32.454883416493736)  --> STEP: 13 | > loss_disc: 2.3015618324279785 (2.295976161956787) | > loss_disc_real_0: 0.1144619956612587 (0.08724810412296882) | > loss_disc_real_1: 0.15180249512195587 (0.16038939184867418) | > loss_disc_real_2: 0.21656174957752228 (0.1843114627095369) | > loss_disc_real_3: 0.22011081874370575 (0.20578818023204803) | > loss_disc_real_4: 0.19143158197402954 (0.173996657706224) | > loss_disc_real_5: 0.20570430159568787 (0.17497103661298752) | > loss_0: 2.3015618324279785 (2.295976161956787) | > loss_gen: 2.2700023651123047 (2.1120763375208926) | > loss_kl: 2.6136748790740967 (2.817214562342717) | > loss_feat: 6.605979919433594 (6.842535532437838) | > loss_mel: 16.948062896728516 (18.22057481912466) | > loss_duration: 2.246324300765991 (2.3262637761922984) | > loss_1: 30.684043884277344 (32.31866499093863)  --> STEP: 14 | > loss_disc: 2.4609217643737793 (2.307757990700858) | > loss_disc_real_0: 0.07144826650619507 (0.08611954429319926) | > loss_disc_real_1: 0.14358633756637573 (0.15918917368565286) | > loss_disc_real_2: 0.16405944526195526 (0.18286489003470965) | > loss_disc_real_3: 0.23734720051288605 (0.2080423959663936) | > loss_disc_real_4: 0.1963471919298172 (0.17559312443648065) | > loss_disc_real_5: 0.2003108263015747 (0.17678102159074374) | > loss_0: 2.4609217643737793 (2.307757990700858) | > loss_gen: 1.9570915699005127 (2.1010059969765797) | > loss_kl: 3.3666911125183105 (2.8564628873552596) | > loss_feat: 7.039087295532227 (6.856574944087437) | > loss_mel: 18.82866668701172 (18.264009952545162) | > loss_duration: 2.336735248565674 (2.3270117385046825) | > loss_1: 33.52827453613281 (32.40506567273821)  --> STEP: 15 | > loss_disc: 2.430004358291626 (2.3159077485402424) | > loss_disc_real_0: 0.16745299100875854 (0.09154177407423655) | > loss_disc_real_1: 0.23119884729385376 (0.16398981859286627) | > loss_disc_real_2: 0.2237505316734314 (0.18559059947729112) | > loss_disc_real_3: 0.16097651422023773 (0.20490467051664987) | > loss_disc_real_4: 0.16120947897434235 (0.17463421473900478) | > loss_disc_real_5: 0.18113946914672852 (0.17707158476114274) | > loss_0: 2.430004358291626 (2.3159077485402424) | > loss_gen: 2.053638219833374 (2.0978481451670326) | > loss_kl: 3.131216049194336 (2.874779764811198) | > loss_feat: 5.278730392456055 (6.751385307312011) | > loss_mel: 15.515019416809082 (18.080743916829423) | > loss_duration: 2.385106086730957 (2.3308846950531006) | > loss_1: 28.36370849609375 (32.13564186096191)  --> STEP: 16 | > loss_disc: 2.8087785243988037 (2.3467121720314026) | > loss_disc_real_0: 0.17739668488502502 (0.09690770599991083) | > loss_disc_real_1: 0.2125566601753235 (0.16702524619176984) | > loss_disc_real_2: 0.18355807662010193 (0.18546356679871678) | > loss_disc_real_3: 0.2001589685678482 (0.20460806414484978) | > loss_disc_real_4: 0.19550621509552002 (0.17593871476128697) | > loss_disc_real_5: 0.22781234979629517 (0.18024288257583976) | > loss_0: 2.8087785243988037 (2.3467121720314026) | > loss_gen: 1.8564988374710083 (2.0827638134360313) | > loss_kl: 2.548607110977173 (2.8543939739465714) | > loss_feat: 5.57404088973999 (6.67780128121376) | > loss_mel: 11.610455513000488 (17.676350891590115) | > loss_duration: 2.3737049102783203 (2.333560958504677) | > loss_1: 23.963308334350586 (31.624871015548703)  --> STEP: 17 | > loss_disc: 2.345675468444824 (2.346651189467486) | > loss_disc_real_0: 0.14741471409797668 (0.09987870647626765) | > loss_disc_real_1: 0.2387336790561676 (0.17124338930144029) | > loss_disc_real_2: 0.19451241195201874 (0.18599585180773454) | > loss_disc_real_3: 0.17612390220165253 (0.20293252520701466) | > loss_disc_real_4: 0.20537173748016357 (0.17767006903886795) | > loss_disc_real_5: 0.23639003932476044 (0.18354565650224686) | > loss_0: 2.345675468444824 (2.346651189467486) | > loss_gen: 2.3472366333007812 (2.0983210381339577) | > loss_kl: 2.519170045852661 (2.834674919352812) | > loss_feat: 8.043944358825684 (6.758162638720344) | > loss_mel: 17.295333862304688 (17.65393812516156) | > loss_duration: 2.3551578521728516 (2.3348313640145695) | > loss_1: 32.56084442138672 (31.67992827471565)  --> STEP: 18 | > loss_disc: 2.441436529159546 (2.3519170416726007) | > loss_disc_real_0: 0.08016534894704819 (0.09878351994686657) | > loss_disc_real_1: 0.13619661331176758 (0.16929634619090292) | > loss_disc_real_2: 0.188262939453125 (0.18612180112136734) | > loss_disc_real_3: 0.17906244099140167 (0.20160640941725838) | > loss_disc_real_4: 0.15709178149700165 (0.1765268308420976) | > loss_disc_real_5: 0.23668301105499268 (0.18649773175517717) | > loss_0: 2.441436529159546 (2.3519170416726007) | > loss_gen: 1.9282793998718262 (2.0888742804527283) | > loss_kl: 2.663010835647583 (2.8251380258136325) | > loss_feat: 8.811789512634277 (6.872253020604451) | > loss_mel: 20.124832153320312 (17.791210015614823) | > loss_duration: 2.2491455078125 (2.33007103867001) | > loss_1: 35.77705764770508 (31.90754657321506)  --> STEP: 19 | > loss_disc: 2.6448957920074463 (2.3673369759007503) | > loss_disc_real_0: 0.152266725897789 (0.10159842552323091) | > loss_disc_real_1: 0.24280235171318054 (0.17316508332365438) | > loss_disc_real_2: 0.17951202392578125 (0.18577391811107336) | > loss_disc_real_3: 0.28635209798812866 (0.20606670881572522) | > loss_disc_real_4: 0.2895560562610626 (0.18247573744309575) | > loss_disc_real_5: 0.2862792909145355 (0.19174939276356445) | > loss_0: 2.6448957920074463 (2.3673369759007503) | > loss_gen: 2.083001136779785 (2.0885651676278365) | > loss_kl: 2.284640312194824 (2.796690777728432) | > loss_feat: 5.21109676361084 (6.784823743920577) | > loss_mel: 15.595118522644043 (17.675626252826884) | > loss_duration: 2.2851929664611816 (2.3277090348695455) | > loss_1: 27.459047317504883 (31.67341503344084)  --> STEP: 20 | > loss_disc: 2.336496114730835 (2.3657949328422547) | > loss_disc_real_0: 0.13027025759220123 (0.10303201712667942) | > loss_disc_real_1: 0.1433398723602295 (0.17167382277548313) | > loss_disc_real_2: 0.21671287715435028 (0.1873208660632372) | > loss_disc_real_3: 0.2161928415298462 (0.20657301545143128) | > loss_disc_real_4: 0.1635514348745346 (0.1815295223146677) | > loss_disc_real_5: 0.18607167899608612 (0.19146550707519056) | > loss_0: 2.336496114730835 (2.3657949328422547) | > loss_gen: 2.2922070026397705 (2.0987472593784333) | > loss_kl: 2.2604148387908936 (2.769876980781555) | > loss_feat: 7.425564765930176 (6.816860795021057) | > loss_mel: 20.20244598388672 (17.801967239379877) | > loss_duration: 2.292853355407715 (2.325966250896454) | > loss_1: 34.473487854003906 (31.813418674468995)  --> STEP: 21 | > loss_disc: 2.4750566482543945 (2.370997871671404) | > loss_disc_real_0: 0.07454431802034378 (0.10167546002637773) | > loss_disc_real_1: 0.19333645701408386 (0.17270537678684508) | > loss_disc_real_2: 0.13465911149978638 (0.18481316346497761) | > loss_disc_real_3: 0.1891738474369049 (0.20574448364121573) | > loss_disc_real_4: 0.18014304339885712 (0.18146349950915291) | > loss_disc_real_5: 0.16139450669288635 (0.1900335546760332) | > loss_0: 2.4750566482543945 (2.370997871671404) | > loss_gen: 1.8203967809677124 (2.0854924746922086) | > loss_kl: 2.2506401538848877 (2.7451514175959995) | > loss_feat: 6.471139430999756 (6.800397872924805) | > loss_mel: 16.4830379486084 (17.739161082676475) | > loss_duration: 2.1625964641571045 (2.318186737242199) | > loss_1: 29.18781089782715 (31.688389732724143)  --> STEP: 22 | > loss_disc: 2.4097838401794434 (2.372760870239951) | > loss_disc_real_0: 0.0358467623591423 (0.09868324649604884) | > loss_disc_real_1: 0.18257372081279755 (0.17315393787893385) | > loss_disc_real_2: 0.10408110916614532 (0.1811435246332125) | > loss_disc_real_3: 0.17382729053497314 (0.20429370213638653) | > loss_disc_real_4: 0.16897663474082947 (0.1808959147469564) | > loss_disc_real_5: 0.1201968789100647 (0.18685916032303462) | > loss_0: 2.4097838401794434 (2.372760870239951) | > loss_gen: 1.7926373481750488 (2.0721808780323374) | > loss_kl: 2.1570348739624023 (2.718418847430836) | > loss_feat: 6.168781280517578 (6.771688027815386) | > loss_mel: 17.903226852416992 (17.74661861766468) | > loss_duration: 2.1948516368865967 (2.3125805963169443) | > loss_1: 30.216529846191406 (31.62148701060902)  --> STEP: 23 | > loss_disc: 2.4495389461517334 (2.376099047453507) | > loss_disc_real_0: 0.15538041293621063 (0.10114834068909935) | > loss_disc_real_1: 0.16102075576782227 (0.172626408221929) | > loss_disc_real_2: 0.19958381354808807 (0.18194527632516364) | > loss_disc_real_3: 0.2541310787200928 (0.20646054459654767) | > loss_disc_real_4: 0.20977900922298431 (0.18215170146330542) | > loss_disc_real_5: 0.2956210970878601 (0.19158794018237488) | > loss_0: 2.4495389461517334 (2.376099047453507) | > loss_gen: 2.293375253677368 (2.0817980247995127) | > loss_kl: 2.4584715366363525 (2.7071167904397715) | > loss_feat: 5.859643459320068 (6.732033916141676) | > loss_mel: 17.923866271972656 (17.7543250374172) | > loss_duration: 2.282280921936035 (2.3112632191699483) | > loss_1: 30.817638397216797 (31.586537070896316)  --> STEP: 24 | > loss_disc: 2.2346696853637695 (2.3702061573664346) | > loss_disc_real_0: 0.11989791691303253 (0.10192957303176324) | > loss_disc_real_1: 0.1481015831232071 (0.17160454050948226) | > loss_disc_real_2: 0.15550300478935242 (0.1808435150111715) | > loss_disc_real_3: 0.19929176568984985 (0.20616184547543526) | > loss_disc_real_4: 0.16598311066627502 (0.18147801018009582) | > loss_disc_real_5: 0.17067328095436096 (0.1907164960478743) | > loss_0: 2.2346696853637695 (2.3702061573664346) | > loss_gen: 2.0759730339050293 (2.081555316845576) | > loss_kl: 2.6160037517547607 (2.703320413827896) | > loss_feat: 6.629678249359131 (6.727769096692403) | > loss_mel: 18.08058738708496 (17.76791930198669) | > loss_duration: 2.4710988998413086 (2.3179230391979218) | > loss_1: 31.873340606689453 (31.598487218221027)  --> STEP: 25 | > loss_disc: 2.342879056930542 (2.369113073348999) | > loss_disc_real_0: 0.08347973227500916 (0.10119157940149308) | > loss_disc_real_1: 0.171844944357872 (0.17161415666341784) | > loss_disc_real_2: 0.1510459929704666 (0.1796516141295433) | > loss_disc_real_3: 0.12579438090324402 (0.20294714689254761) | > loss_disc_real_4: 0.11994828283786774 (0.1790168210864067) | > loss_disc_real_5: 0.1486097276210785 (0.18903222531080247) | > loss_0: 2.342879056930542 (2.369113073348999) | > loss_gen: 1.8355649709701538 (2.0717157030105593) | > loss_kl: 2.7318525314331055 (2.7044616985321044) | > loss_feat: 7.276044845581055 (6.749700126647949) | > loss_mel: 17.06396484375 (17.73976112365722) | > loss_duration: 2.3571996688842773 (2.319494104385376) | > loss_1: 31.264625549316406 (31.585132751464844)  --> STEP: 26 | > loss_disc: 2.681828022003174 (2.38114057137416) | > loss_disc_real_0: 0.09830914437770844 (0.1010807165159629) | > loss_disc_real_1: 0.15547294914722443 (0.1709933409897181) | > loss_disc_real_2: 0.20854592323303223 (0.18076293371044672) | > loss_disc_real_3: 0.24052150547504425 (0.20439231453033593) | > loss_disc_real_4: 0.21532350778579712 (0.18041323211330634) | > loss_disc_real_5: 0.18805186450481415 (0.18899451912595674) | > loss_0: 2.681828022003174 (2.38114057137416) | > loss_gen: 1.6961097717285156 (2.057269321038173) | > loss_kl: 2.1795811653137207 (2.684273985716013) | > loss_feat: 5.674492835998535 (6.70834600008451) | > loss_mel: 13.511589050292969 (17.57713912083552) | > loss_duration: 2.283437728881836 (2.318107320712163) | > loss_1: 25.345211029052734 (31.3451357621413) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025391945472130408 (+0.000129846426156851) | > avg_loss_disc: 2.38114057137416 (-0.11951104494241527) | > avg_loss_disc_real_0: 0.1010807165159629 (+0.003659140318632126) | > avg_loss_disc_real_1: 0.1709933409897181 (-0.09036491209497813) | > avg_loss_disc_real_2: 0.18076293371044672 (-0.026247181571446954) | > avg_loss_disc_real_3: 0.20439231453033593 (-0.031411126255989075) | > avg_loss_disc_real_4: 0.18041323211330634 (-0.02842544277126971) | > avg_loss_disc_real_5: 0.18899451912595674 (-0.04372062161564827) | > avg_loss_0: 2.38114057137416 (-0.11951104494241527) | > avg_loss_gen: 2.057269321038173 (-0.1343949299592242) | > avg_loss_kl: 2.684273985716013 (-0.0361914176207323) | > avg_loss_feat: 6.70834600008451 (-0.3004678212679357) | > avg_loss_mel: 17.57713912083552 (+0.11993030401376004) | > avg_loss_duration: 2.318107320712163 (-0.014169784692616982) | > avg_loss_1: 31.3451357621413 (-0.3652935028076172)  > EPOCH: 458/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:15:36)   --> TIME: 2024-06-11 11:15:40 -- STEP: 9/330 -- GLOBAL_STEP: 239150 | > loss_disc: 2.350959062576294 (2.35000122918023) | > loss_disc_real_0: 0.08890369534492493 (0.10903149098157883) | > loss_disc_real_1: 0.19433815777301788 (0.1972626977496677) | > loss_disc_real_2: 0.1927085965871811 (0.20237485071023306) | > loss_disc_real_3: 0.2927253842353821 (0.23225427667299905) | > loss_disc_real_4: 0.29406675696372986 (0.2324864301416609) | > loss_disc_real_5: 0.2777809202671051 (0.23536182277732426) | > loss_0: 2.350959062576294 (2.35000122918023) | > grad_norm_0: tensor(16.1386, device='cuda:0') (tensor(8.3823, device='cuda:0')) | > loss_gen: 2.5516762733459473 (2.490858369403415) | > loss_kl: 1.781538486480713 (1.905432449446784) | > loss_feat: 6.773924350738525 (6.741785420311822) | > loss_mel: 18.34469223022461 (18.21335008409288) | > loss_duration: 2.120314359664917 (2.162504063712226) | > loss_1: 31.5721435546875 (31.513930214775932) | > grad_norm_1: tensor(162.1599, device='cuda:0') (tensor(85.1335, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3779 (0.3699253929985894) | > loader_time: 0.0029 (0.003436406453450521)  --> TIME: 2024-06-11 11:15:49 -- STEP: 34/330 -- GLOBAL_STEP: 239175 | > loss_disc: 2.3629140853881836 (2.310431662727805) | > loss_disc_real_0: 0.08490976691246033 (0.10626386851072311) | > loss_disc_real_1: 0.23373067378997803 (0.1965377177385723) | > loss_disc_real_2: 0.22131586074829102 (0.21020177707952611) | > loss_disc_real_3: 0.23853695392608643 (0.22387629265294356) | > loss_disc_real_4: 0.19627918303012848 (0.22463499710840337) | > loss_disc_real_5: 0.21117688715457916 (0.2190050425774911) | > loss_0: 2.3629140853881836 (2.310431662727805) | > grad_norm_0: tensor(6.2454, device='cuda:0') (tensor(9.4278, device='cuda:0')) | > loss_gen: 2.462782382965088 (2.523221128127154) | > loss_kl: 1.8688586950302124 (1.922828264096204) | > loss_feat: 7.209335803985596 (7.06788426287034) | > loss_mel: 18.70641326904297 (18.144707735847028) | > loss_duration: 2.0350542068481445 (2.063027132959927) | > loss_1: 32.28244400024414 (31.72166852390065) | > grad_norm_1: tensor(87.0642, device='cuda:0') (tensor(112.6034, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3551 (0.36118713547201714) | > loader_time: 0.0035 (0.0034228913924273323)  --> TIME: 2024-06-11 11:15:58 -- STEP: 59/330 -- GLOBAL_STEP: 239200 | > loss_disc: 2.3770718574523926 (2.3260923603833734) | > loss_disc_real_0: 0.0923907607793808 (0.10811660160957756) | > loss_disc_real_1: 0.23299820721149445 (0.1969359890889313) | > loss_disc_real_2: 0.2107734978199005 (0.21073359554096804) | > loss_disc_real_3: 0.22596265375614166 (0.22664602631229466) | > loss_disc_real_4: 0.23173263669013977 (0.22607120467444597) | > loss_disc_real_5: 0.2358851432800293 (0.2193478994955451) | > loss_0: 2.3770718574523926 (2.3260923603833734) | > grad_norm_0: tensor(8.6206, device='cuda:0') (tensor(10.3087, device='cuda:0')) | > loss_gen: 2.4707493782043457 (2.534777386713836) | > loss_kl: 1.9077452421188354 (1.9262475462283117) | > loss_feat: 6.940826416015625 (7.164561360569324) | > loss_mel: 17.627981185913086 (18.092863406165165) | > loss_duration: 1.970150113105774 (2.0350581165087434) | > loss_1: 30.917451858520508 (31.753507872759286) | > grad_norm_1: tensor(100.1113, device='cuda:0') (tensor(112.6424, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3543 (0.3611489958682302) | > loader_time: 0.0034 (0.0034806768772965772)  --> TIME: 2024-06-11 11:16:08 -- STEP: 84/330 -- GLOBAL_STEP: 239225 | > loss_disc: 2.3564531803131104 (2.326583885011219) | > loss_disc_real_0: 0.13373400270938873 (0.10886859086652596) | > loss_disc_real_1: 0.19931457936763763 (0.19651564210653305) | > loss_disc_real_2: 0.2158544957637787 (0.2107210373949437) | > loss_disc_real_3: 0.22732600569725037 (0.22648330813362486) | > loss_disc_real_4: 0.24449922144412994 (0.2280042121807734) | > loss_disc_real_5: 0.2248394936323166 (0.2203429461944671) | > loss_0: 2.3564531803131104 (2.326583885011219) | > grad_norm_0: tensor(20.4604, device='cuda:0') (tensor(11.7166, device='cuda:0')) | > loss_gen: 2.4660279750823975 (2.530273863247462) | > loss_kl: 2.05375075340271 (1.9275841102713631) | > loss_feat: 6.875461578369141 (7.222205025809152) | > loss_mel: 17.628021240234375 (18.04239227658225) | > loss_duration: 2.0748724937438965 (2.0252434923535314) | > loss_1: 31.098134994506836 (31.74769878387451) | > grad_norm_1: tensor(257.7726, device='cuda:0') (tensor(132.6398, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3602 (0.36191969258444656) | > loader_time: 0.0038 (0.0035327814874194915)  --> TIME: 2024-06-11 11:16:17 -- STEP: 109/330 -- GLOBAL_STEP: 239250 | > loss_disc: 2.308584690093994 (2.3347643165413405) | > loss_disc_real_0: 0.11050411313772202 (0.11051478694885149) | > loss_disc_real_1: 0.14412912726402283 (0.19728134189723828) | > loss_disc_real_2: 0.1879221796989441 (0.21094883130777867) | > loss_disc_real_3: 0.19508306682109833 (0.22785358226627384) | > loss_disc_real_4: 0.23114047944545746 (0.22818375207962246) | > loss_disc_real_5: 0.23564283549785614 (0.2204463942608702) | > loss_0: 2.308584690093994 (2.3347643165413405) | > grad_norm_0: tensor(16.2570, device='cuda:0') (tensor(14.7577, device='cuda:0')) | > loss_gen: 2.5184619426727295 (2.521609426638402) | > loss_kl: 1.9482121467590332 (1.9314957999308175) | > loss_feat: 7.179324150085449 (7.165468526542734) | > loss_mel: 17.80264663696289 (17.99431354627696) | > loss_duration: 1.9842952489852905 (2.0249297389196697) | > loss_1: 31.432939529418945 (31.637817085336106) | > grad_norm_1: tensor(292.8842, device='cuda:0') (tensor(170.0778, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3847 (0.36477389466871907) | > loader_time: 0.0037 (0.0036554599027021216)  --> TIME: 2024-06-11 11:16:27 -- STEP: 134/330 -- GLOBAL_STEP: 239275 | > loss_disc: 2.481905460357666 (2.3395188157238187) | > loss_disc_real_0: 0.14941249787807465 (0.11167085888003235) | > loss_disc_real_1: 0.19872146844863892 (0.19885963234883636) | > loss_disc_real_2: 0.21581433713436127 (0.21161441927525534) | > loss_disc_real_3: 0.21918509900569916 (0.22811060076329245) | > loss_disc_real_4: 0.2379714697599411 (0.22737741792824728) | > loss_disc_real_5: 0.20971301198005676 (0.21992384442197743) | > loss_0: 2.481905460357666 (2.3395188157238187) | > grad_norm_0: tensor(42.9725, device='cuda:0') (tensor(17.1186, device='cuda:0')) | > loss_gen: 2.3080360889434814 (2.523990255683216) | > loss_kl: 1.9471187591552734 (1.9408025332351229) | > loss_feat: 7.348827838897705 (7.168232871525324) | > loss_mel: 17.917829513549805 (18.016977979176072) | > loss_duration: 2.0417728424072266 (2.027803747511621) | > loss_1: 31.56358528137207 (31.677807395137958) | > grad_norm_1: tensor(174.5413, device='cuda:0') (tensor(191.5540, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3789 (0.37057479459847975) | > loader_time: 0.0053 (0.0038050146245244723)  --> TIME: 2024-06-11 11:16:37 -- STEP: 159/330 -- GLOBAL_STEP: 239300 | > loss_disc: 2.237860918045044 (2.3413721450469795) | > loss_disc_real_0: 0.09390626847743988 (0.11417530898777943) | > loss_disc_real_1: 0.18319177627563477 (0.19866308523049142) | > loss_disc_real_2: 0.19857850670814514 (0.21183287488214625) | > loss_disc_real_3: 0.2158605009317398 (0.22874949806891148) | > loss_disc_real_4: 0.19280463457107544 (0.22740362687680707) | > loss_disc_real_5: 0.19373053312301636 (0.21970472208358952) | > loss_0: 2.237860918045044 (2.3413721450469795) | > grad_norm_0: tensor(31.5146, device='cuda:0') (tensor(21.4828, device='cuda:0')) | > loss_gen: 2.5701491832733154 (2.523772837980738) | > loss_kl: 2.069340467453003 (1.9513578692322258) | > loss_feat: 7.419853687286377 (7.151733509399606) | > loss_mel: 17.31982421875 (17.992384520716637) | > loss_duration: 2.059513568878174 (2.0304220599948217) | > loss_1: 31.438678741455078 (31.649670762835807) | > grad_norm_1: tensor(399.4416, device='cuda:0') (tensor(219.7191, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.3881 (0.3735186858746991) | > loader_time: 0.004 (0.0039026722218255577)  --> TIME: 2024-06-11 11:16:47 -- STEP: 184/330 -- GLOBAL_STEP: 239325 | > loss_disc: 2.4564568996429443 (2.3425523548022578) | > loss_disc_real_0: 0.18835663795471191 (0.11449450738323123) | > loss_disc_real_1: 0.17249654233455658 (0.19905985260139342) | > loss_disc_real_2: 0.2521592378616333 (0.21266984145926393) | > loss_disc_real_3: 0.23825320601463318 (0.22865688063852166) | > loss_disc_real_4: 0.2431809902191162 (0.22703478226195212) | > loss_disc_real_5: 0.2019241899251938 (0.22000300463127048) | > loss_0: 2.4564568996429443 (2.3425523548022578) | > grad_norm_0: tensor(22.1487, device='cuda:0') (tensor(22.5146, device='cuda:0')) | > loss_gen: 2.4259347915649414 (2.528304229611936) | > loss_kl: 1.8944286108016968 (1.9592285622721133) | > loss_feat: 7.0026960372924805 (7.169145729230798) | > loss_mel: 17.358156204223633 (17.970594665278565) | > loss_duration: 2.0528805255889893 (2.0359578268683465) | > loss_1: 30.734094619750977 (31.66323096855827) | > grad_norm_1: tensor(156.7956, device='cuda:0') (tensor(236.1228, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.392 (0.3750128214773925) | > loader_time: 0.0047 (0.003993486580641373)  --> TIME: 2024-06-11 11:16:57 -- STEP: 209/330 -- GLOBAL_STEP: 239350 | > loss_disc: 2.328616142272949 (2.3465380315004936) | > loss_disc_real_0: 0.09010159969329834 (0.115145113140915) | > loss_disc_real_1: 0.1571681946516037 (0.19904187592593106) | > loss_disc_real_2: 0.24484923481941223 (0.21270195155908045) | > loss_disc_real_3: 0.23738008737564087 (0.2287785970565805) | > loss_disc_real_4: 0.21154016256332397 (0.22632430885967456) | > loss_disc_real_5: 0.23901087045669556 (0.22101113093241548) | > loss_0: 2.328616142272949 (2.3465380315004936) | > grad_norm_0: tensor(30.8942, device='cuda:0') (tensor(24.5599, device='cuda:0')) | > loss_gen: 2.5889892578125 (2.526119063345439) | > loss_kl: 2.105191946029663 (1.9664142884706195) | > loss_feat: 6.521474838256836 (7.166710016259737) | > loss_mel: 17.567623138427734 (17.942078357678284) | > loss_duration: 2.1284897327423096 (2.0433311855964096) | > loss_1: 30.91176986694336 (31.644652827504718) | > grad_norm_1: tensor(447.4999, device='cuda:0') (tensor(254.4432, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.386 (0.37708525794544867) | > loader_time: 0.0054 (0.00409383294685035)  --> TIME: 2024-06-11 11:17:07 -- STEP: 234/330 -- GLOBAL_STEP: 239375 | > loss_disc: 2.3591513633728027 (2.346704849830041) | > loss_disc_real_0: 0.11102953553199768 (0.11616245299004592) | > loss_disc_real_1: 0.23054830729961395 (0.1987300806830072) | > loss_disc_real_2: 0.2550862431526184 (0.21273659265194184) | > loss_disc_real_3: 0.24292583763599396 (0.22880928995262864) | > loss_disc_real_4: 0.22700726985931396 (0.22658048168970987) | > loss_disc_real_5: 0.1788039356470108 (0.22127529119069755) | > loss_0: 2.3591513633728027 (2.346704849830041) | > grad_norm_0: tensor(40.2542, device='cuda:0') (tensor(25.8788, device='cuda:0')) | > loss_gen: 2.451535701751709 (2.5232806613302636) | > loss_kl: 2.0146379470825195 (1.9712225254784284) | > loss_feat: 7.0659685134887695 (7.150125311990069) | > loss_mel: 16.398271560668945 (17.900783033452484) | > loss_duration: 2.1068155765533447 (2.051405852167017) | > loss_1: 30.037229537963867 (31.596817277435562) | > grad_norm_1: tensor(457.7229, device='cuda:0') (tensor(267.1912, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.412 (0.3798998410885151) | > loader_time: 0.0054 (0.004210214329580973)  --> TIME: 2024-06-11 11:17:18 -- STEP: 259/330 -- GLOBAL_STEP: 239400 | > loss_disc: 2.3428454399108887 (2.3501497143483996) | > loss_disc_real_0: 0.09468746185302734 (0.11651344040703589) | > loss_disc_real_1: 0.19881649315357208 (0.19885069948826056) | > loss_disc_real_2: 0.18198280036449432 (0.21324365893846314) | > loss_disc_real_3: 0.2266169637441635 (0.22909615042126777) | > loss_disc_real_4: 0.23656460642814636 (0.227173396749386) | > loss_disc_real_5: 0.225800558924675 (0.2215359608524094) | > loss_0: 2.3428454399108887 (2.3501497143483996) | > grad_norm_0: tensor(23.9989, device='cuda:0') (tensor(26.5059, device='cuda:0')) | > loss_gen: 2.452535629272461 (2.515202300428884) | > loss_kl: 1.9181557893753052 (1.9699914110213173) | > loss_feat: 6.9573798179626465 (7.12953197818005) | > loss_mel: 17.18486213684082 (17.8438724090694) | > loss_duration: 2.1532158851623535 (2.0586172507996743) | > loss_1: 30.666149139404297 (31.517215227988697) | > grad_norm_1: tensor(468.6693, device='cuda:0') (tensor(277.1370, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.4284 (0.38404117679964167) | > loader_time: 0.0059 (0.004333074488695062)  --> TIME: 2024-06-11 11:17:30 -- STEP: 284/330 -- GLOBAL_STEP: 239425 | > loss_disc: 2.4977734088897705 (2.3537369664286234) | > loss_disc_real_0: 0.13833358883857727 (0.11694674515230975) | > loss_disc_real_1: 0.22527845203876495 (0.1994259707419805) | > loss_disc_real_2: 0.23751451075077057 (0.21330761458252515) | > loss_disc_real_3: 0.25896066427230835 (0.22922641007413327) | > loss_disc_real_4: 0.22764207422733307 (0.22730982308866274) | > loss_disc_real_5: 0.24610525369644165 (0.2217005706379111) | > loss_0: 2.4977734088897705 (2.3537369664286234) | > grad_norm_0: tensor(60.9897, device='cuda:0') (tensor(28.7267, device='cuda:0')) | > loss_gen: 2.516056537628174 (2.5131448230273286) | > loss_kl: 1.9653078317642212 (1.9728324463669682) | > loss_feat: 6.408540725708008 (7.132815251887685) | > loss_mel: 17.155595779418945 (17.80934910707071) | > loss_duration: 2.1689271926879883 (2.0677461720688255) | > loss_1: 30.214427947998047 (31.495887722767574) | > grad_norm_1: tensor(71.6910, device='cuda:0') (tensor(293.7973, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.4565 (0.389738767919406) | > loader_time: 0.0064 (0.00448273353173699)  --> TIME: 2024-06-11 11:17:42 -- STEP: 309/330 -- GLOBAL_STEP: 239450 | > loss_disc: 2.2894270420074463 (2.355602822257478) | > loss_disc_real_0: 0.13496869802474976 (0.11820309014816115) | > loss_disc_real_1: 0.24295710027217865 (0.20027854353864594) | > loss_disc_real_2: 0.20718778669834137 (0.21313244543222154) | > loss_disc_real_3: 0.2042236030101776 (0.22869271570424818) | > loss_disc_real_4: 0.2188182771205902 (0.2271116129017185) | > loss_disc_real_5: 0.195607990026474 (0.22151528433881526) | > loss_0: 2.2894270420074463 (2.355602822257478) | > grad_norm_0: tensor(10.6824, device='cuda:0') (tensor(30.2819, device='cuda:0')) | > loss_gen: 2.5205719470977783 (2.512702441138357) | > loss_kl: 1.9821914434432983 (1.9769073524135603) | > loss_feat: 7.709355354309082 (7.152183521912709) | > loss_mel: 17.155715942382812 (17.768420586694017) | > loss_duration: 2.249244451522827 (2.0788894490516703) | > loss_1: 31.617080688476562 (31.489103267879546) | > grad_norm_1: tensor(86.9339, device='cuda:0') (tensor(308.7032, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.4945 (0.3975996932551312) | > loader_time: 0.0069 (0.004685246828690316)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.292314052581787 (2.292314052581787) | > loss_disc_real_0: 0.07923921197652817 (0.07923921197652817) | > loss_disc_real_1: 0.2737971544265747 (0.2737971544265747) | > loss_disc_real_2: 0.1956515610218048 (0.1956515610218048) | > loss_disc_real_3: 0.2651280164718628 (0.2651280164718628) | > loss_disc_real_4: 0.2921466827392578 (0.2921466827392578) | > loss_disc_real_5: 0.2924879193305969 (0.2924879193305969) | > loss_0: 2.292314052581787 (2.292314052581787) | > loss_gen: 2.696197509765625 (2.696197509765625) | > loss_kl: 2.2563891410827637 (2.2563891410827637) | > loss_feat: 7.612931251525879 (7.612931251525879) | > loss_mel: 17.256542205810547 (17.256542205810547) | > loss_duration: 2.9482128620147705 (2.9482128620147705) | > loss_1: 32.77027130126953 (32.77027130126953)  --> STEP: 1 | > loss_disc: 2.3883936405181885 (2.3883936405181885) | > loss_disc_real_0: 0.15159638226032257 (0.15159638226032257) | > loss_disc_real_1: 0.2642156779766083 (0.2642156779766083) | > loss_disc_real_2: 0.22686773538589478 (0.22686773538589478) | > loss_disc_real_3: 0.2873551547527313 (0.2873551547527313) | > loss_disc_real_4: 0.22618000209331512 (0.22618000209331512) | > loss_disc_real_5: 0.21657662093639374 (0.21657662093639374) | > loss_0: 2.3883936405181885 (2.3883936405181885) | > loss_gen: 2.374824285507202 (2.374824285507202) | > loss_kl: 2.931922197341919 (2.931922197341919) | > loss_feat: 5.161710739135742 (5.161710739135742) | > loss_mel: 17.3900146484375 (17.3900146484375) | > loss_duration: 2.4463467597961426 (2.4463467597961426) | > loss_1: 30.30481719970703 (30.30481719970703)  --> STEP: 2 | > loss_disc: 2.1256978511810303 (2.2570457458496094) | > loss_disc_real_0: 0.06817017495632172 (0.10988327860832214) | > loss_disc_real_1: 0.25050634145736694 (0.2573610097169876) | > loss_disc_real_2: 0.17924892902374268 (0.20305833220481873) | > loss_disc_real_3: 0.233503520488739 (0.26042933762073517) | > loss_disc_real_4: 0.2656620442867279 (0.24592102319002151) | > loss_disc_real_5: 0.3095952570438385 (0.2630859389901161) | > loss_0: 2.1256978511810303 (2.2570457458496094) | > loss_gen: 2.735706329345703 (2.5552653074264526) | > loss_kl: 3.010052442550659 (2.970987319946289) | > loss_feat: 6.38222074508667 (5.771965742111206) | > loss_mel: 19.37858772277832 (18.38430118560791) | > loss_duration: 2.473756790161133 (2.4600517749786377) | > loss_1: 33.980323791503906 (32.14257049560547)  --> STEP: 3 | > loss_disc: 2.4579803943634033 (2.324023962020874) | > loss_disc_real_0: 0.09137037396430969 (0.10371231039365132) | > loss_disc_real_1: 0.15784068405628204 (0.22418756783008575) | > loss_disc_real_2: 0.18720658123493195 (0.19777441521485647) | > loss_disc_real_3: 0.2810952365398407 (0.2673179705937703) | > loss_disc_real_4: 0.2086333930492401 (0.2334918131430944) | > loss_disc_real_5: 0.25836485624313354 (0.26151224474112195) | > loss_0: 2.4579803943634033 (2.324023962020874) | > loss_gen: 2.2338643074035645 (2.4481316407521567) | > loss_kl: 2.501586675643921 (2.8145204385121665) | > loss_feat: 6.746774673461914 (6.096902052561442) | > loss_mel: 17.789852142333984 (18.1861515045166) | > loss_duration: 2.305534839630127 (2.4085461298624673) | > loss_1: 31.577611923217773 (31.954250971476238)  --> STEP: 4 | > loss_disc: 2.519731044769287 (2.3729507327079773) | > loss_disc_real_0: 0.1367669701576233 (0.11197597533464432) | > loss_disc_real_1: 0.23247089982032776 (0.22625840082764626) | > loss_disc_real_2: 0.24097810685634613 (0.20857533812522888) | > loss_disc_real_3: 0.31660500168800354 (0.27963972836732864) | > loss_disc_real_4: 0.22248826920986176 (0.23074092715978622) | > loss_disc_real_5: 0.3048229217529297 (0.27233991399407387) | > loss_0: 2.519731044769287 (2.3729507327079773) | > loss_gen: 2.5048513412475586 (2.462311565876007) | > loss_kl: 2.9874441623687744 (2.8577513694763184) | > loss_feat: 7.011585712432861 (6.325572967529297) | > loss_mel: 17.354915618896484 (17.978342533111572) | > loss_duration: 2.3109169006347656 (2.384138822555542) | > loss_1: 32.169715881347656 (32.00811719894409)  --> STEP: 5 | > loss_disc: 2.612480401992798 (2.4208566665649416) | > loss_disc_real_0: 0.1969277262687683 (0.1289663255214691) | > loss_disc_real_1: 0.25602155923843384 (0.23221103250980377) | > loss_disc_real_2: 0.23054833710193634 (0.21296993792057037) | > loss_disc_real_3: 0.32285740971565247 (0.2882832646369934) | > loss_disc_real_4: 0.2608185410499573 (0.23675644993782044) | > loss_disc_real_5: 0.2741963267326355 (0.2727111965417862) | > loss_0: 2.612480401992798 (2.4208566665649416) | > loss_gen: 2.4146602153778076 (2.4527812957763673) | > loss_kl: 2.7728679180145264 (2.84077467918396) | > loss_feat: 4.518786907196045 (5.9642157554626465) | > loss_mel: 15.986266136169434 (17.579927253723145) | > loss_duration: 2.407902240753174 (2.388891506195068) | > loss_1: 28.100481033325195 (31.226589965820313)  --> STEP: 6 | > loss_disc: 2.1143274307250977 (2.3697684605916343) | > loss_disc_real_0: 0.10227025300264359 (0.12451698010166486) | > loss_disc_real_1: 0.21033422648906708 (0.2285648981730143) | > loss_disc_real_2: 0.21357271075248718 (0.21307040005922318) | > loss_disc_real_3: 0.2548637092113495 (0.2827133387327194) | > loss_disc_real_4: 0.20030605792999268 (0.23068138460318247) | > loss_disc_real_5: 0.1817539483308792 (0.2575516551733017) | > loss_0: 2.1143274307250977 (2.3697684605916343) | > loss_gen: 2.636608362197876 (2.483419140179952) | > loss_kl: 2.3941149711608887 (2.7663313945134482) | > loss_feat: 6.259720325469971 (6.013466517130534) | > loss_mel: 18.270551681518555 (17.69503132502238) | > loss_duration: 2.157917022705078 (2.350395758946737) | > loss_1: 31.71891212463379 (31.30864365895589)  --> STEP: 7 | > loss_disc: 2.0414934158325195 (2.3228720256260464) | > loss_disc_real_0: 0.09385514259338379 (0.12013671760048185) | > loss_disc_real_1: 0.2639305293560028 (0.23361713119915553) | > loss_disc_real_2: 0.12670747935771942 (0.20073283995900834) | > loss_disc_real_3: 0.178713858127594 (0.26785627007484436) | > loss_disc_real_4: 0.17615975439548492 (0.2228925802877971) | > loss_disc_real_5: 0.17153912782669067 (0.24526415126664297) | > loss_0: 2.0414934158325195 (2.3228720256260464) | > loss_gen: 2.6579182147979736 (2.508347579411098) | > loss_kl: 3.7691824436187744 (2.9095958300999234) | > loss_feat: 8.436015129089355 (6.359544890267508) | > loss_mel: 18.894445419311523 (17.866376195635116) | > loss_duration: 2.538726806640625 (2.377300194331578) | > loss_1: 36.296287536621094 (32.02116421290806)  --> STEP: 8 | > loss_disc: 2.443781614303589 (2.337985724210739) | > loss_disc_real_0: 0.15133297443389893 (0.12403624970465899) | > loss_disc_real_1: 0.15249332785606384 (0.22347665578126907) | > loss_disc_real_2: 0.1694202870130539 (0.19681877084076405) | > loss_disc_real_3: 0.14990010857582092 (0.25311174988746643) | > loss_disc_real_4: 0.1880771666765213 (0.21854065358638763) | > loss_disc_real_5: 0.16507473587989807 (0.23524047434329987) | > loss_0: 2.443781614303589 (2.337985724210739) | > loss_gen: 2.120143413543701 (2.4598220586776733) | > loss_kl: 2.819446563720703 (2.8983271718025208) | > loss_feat: 10.48233699798584 (6.8748939037323) | > loss_mel: 19.40482521057129 (18.058682322502136) | > loss_duration: 2.2574939727783203 (2.3623244166374207) | > loss_1: 37.08424377441406 (32.65404915809631)  --> STEP: 9 | > loss_disc: 2.4408698081970215 (2.349417289098104) | > loss_disc_real_0: 0.1608223021030426 (0.12812358886003494) | > loss_disc_real_1: 0.3120593726634979 (0.2333191798792945) | > loss_disc_real_2: 0.1999354511499405 (0.19716506865289476) | > loss_disc_real_3: 0.2764935791492462 (0.2557097309165531) | > loss_disc_real_4: 0.27552855014801025 (0.2248726420932346) | > loss_disc_real_5: 0.3320336639881134 (0.2459952731927236) | > loss_0: 2.4408698081970215 (2.349417289098104) | > loss_gen: 2.785107374191284 (2.495964871512519) | > loss_kl: 2.410240650177002 (2.844095336066352) | > loss_feat: 8.871659278869629 (7.096756723192003) | > loss_mel: 18.684919357299805 (18.12826421525743) | > loss_duration: 2.115724563598633 (2.334924432966444) | > loss_1: 34.867652893066406 (32.900005128648544)  --> STEP: 10 | > loss_disc: 2.785381555557251 (2.3930137157440186) | > loss_disc_real_0: 0.21726267039775848 (0.1370374970138073) | > loss_disc_real_1: 0.2693677246570587 (0.23692403435707093) | > loss_disc_real_2: 0.34829893708229065 (0.21227845549583435) | > loss_disc_real_3: 0.2805130183696747 (0.25819005966186526) | > loss_disc_real_4: 0.2959483563899994 (0.23198021352291107) | > loss_disc_real_5: 0.39230015873908997 (0.26062576174736024) | > loss_0: 2.785381555557251 (2.3930137157440186) | > loss_gen: 2.4842822551727295 (2.49479660987854) | > loss_kl: 2.8086776733398438 (2.840553569793701) | > loss_feat: 5.898512840270996 (6.976932334899902) | > loss_mel: 17.852052688598633 (18.10064306259155) | > loss_duration: 2.3498055934906006 (2.33641254901886) | > loss_1: 31.393329620361328 (32.74933757781982)  --> STEP: 11 | > loss_disc: 2.5602405071258545 (2.4082161513241855) | > loss_disc_real_0: 0.15489214658737183 (0.13866064697504044) | > loss_disc_real_1: 0.2036210149526596 (0.23389648713848807) | > loss_disc_real_2: 0.273837149143219 (0.21787470037286932) | > loss_disc_real_3: 0.27579960227012634 (0.25979092717170715) | > loss_disc_real_4: 0.21712182462215424 (0.23062945089556955) | > loss_disc_real_5: 0.2649680972099304 (0.2610205195166848) | > loss_0: 2.5602405071258545 (2.4082161513241855) | > loss_gen: 2.1766881942749023 (2.465877663005482) | > loss_kl: 4.113799571990967 (2.956303206357089) | > loss_feat: 5.735050201416016 (6.86403395912864) | > loss_mel: 16.473182678222656 (17.952692118558016) | > loss_duration: 2.4912896156311035 (2.3504922823472456) | > loss_1: 30.99001121520996 (32.58939881758256)  --> STEP: 12 | > loss_disc: 2.350409984588623 (2.4033989707628884) | > loss_disc_real_0: 0.11981061100959778 (0.1370898106445869) | > loss_disc_real_1: 0.2946321964263916 (0.23895779624581337) | > loss_disc_real_2: 0.25311511754989624 (0.22081140180428824) | > loss_disc_real_3: 0.2696625292301178 (0.2606135606765747) | > loss_disc_real_4: 0.22632470726966858 (0.2302707222600778) | > loss_disc_real_5: 0.20411038398742676 (0.25627800822257996) | > loss_0: 2.350409984588623 (2.4033989707628884) | > loss_gen: 2.5613255500793457 (2.4738316535949707) | > loss_kl: 2.8503408432006836 (2.9474730094273887) | > loss_feat: 6.791241645812988 (6.857967933019002) | > loss_mel: 18.034467697143555 (17.95950675010681) | > loss_duration: 2.293250560760498 (2.3457221388816833) | > loss_1: 32.53062438964844 (32.58450094858805)  --> STEP: 13 | > loss_disc: 2.3946409225463867 (2.4027252747462344) | > loss_disc_real_0: 0.07185270637273788 (0.13207157185444465) | > loss_disc_real_1: 0.20297041535377502 (0.23618953617719504) | > loss_disc_real_2: 0.28447237610816956 (0.22570839982766372) | > loss_disc_real_3: 0.26107650995254517 (0.2606491721593417) | > loss_disc_real_4: 0.20643670856952667 (0.22843733659157386) | > loss_disc_real_5: 0.2342984527349472 (0.25458727318506974) | > loss_0: 2.3946409225463867 (2.4027252747462344) | > loss_gen: 2.4171364307403564 (2.4694704826061544) | > loss_kl: 2.952341079711914 (2.947847476372352) | > loss_feat: 7.829857349395752 (6.932728657355676) | > loss_mel: 18.6021671295166 (18.008942163907566) | > loss_duration: 2.2280311584472656 (2.336668986540574) | > loss_1: 34.02953338623047 (32.69565728994516)  --> STEP: 14 | > loss_disc: 2.4488015174865723 (2.406016434941973) | > loss_disc_real_0: 0.18634581565856934 (0.13594830355473927) | > loss_disc_real_1: 0.15941201150417328 (0.2307054272719792) | > loss_disc_real_2: 0.16865481436252594 (0.22163314372301102) | > loss_disc_real_3: 0.2540695369243622 (0.260179198213986) | > loss_disc_real_4: 0.19795571267604828 (0.2262600777404649) | > loss_disc_real_5: 0.23030148446559906 (0.25285257399082184) | > loss_0: 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(6.9784225145975745) | > loss_mel: 18.13026237487793 (18.178043429056803) | > loss_duration: 2.3467297554016113 (2.3432815869649253) | > loss_1: 33.962921142578125 (32.937931315104166)  --> STEP: 16 | > loss_disc: 2.798632860183716 (2.423025071620941) | > loss_disc_real_0: 0.15813854336738586 (0.1376276770606637) | > loss_disc_real_1: 0.2524963319301605 (0.2308541275560856) | > loss_disc_real_2: 0.22330066561698914 (0.22030353359878063) | > loss_disc_real_3: 0.2681095004081726 (0.2595884669572115) | > loss_disc_real_4: 0.19764244556427002 (0.22136185877025127) | > loss_disc_real_5: 0.2291565090417862 (0.2515344126150012) | > loss_0: 2.798632860183716 (2.423025071620941) | > loss_gen: 1.8436719179153442 (2.417609415948391) | > loss_kl: 2.516122341156006 (2.9531755447387695) | > loss_feat: 5.7824177742004395 (6.903672218322754) | > loss_mel: 14.005012512207031 (17.917228996753693) | > loss_duration: 2.29402232170105 (2.340202882885933) | > loss_1: 26.441246032714844 (32.531888484954834)  --> STEP: 17 | > loss_disc: 2.3451156616210938 (2.418442165150362) | > loss_disc_real_0: 0.12480281293392181 (0.1368732732885024) | > loss_disc_real_1: 0.20051859319210052 (0.2290696843582041) | > loss_disc_real_2: 0.26950207352638245 (0.2231975653592278) | > loss_disc_real_3: 0.27482718229293823 (0.26048486197696014) | > loss_disc_real_4: 0.2446225881576538 (0.22273013696951025) | > loss_disc_real_5: 0.2539205551147461 (0.2516747739385156) | > loss_0: 2.3451156616210938 (2.418442165150362) | > loss_gen: 2.513023614883423 (2.4232220158857456) | > loss_kl: 1.9171459674835205 (2.892232628429637) | > loss_feat: 5.620874404907227 (6.828213523415958) | > loss_mel: 16.73797607421875 (17.84786117778105) | > loss_duration: 2.396078586578369 (2.343489688985488) | > loss_1: 29.18509864807129 (32.33501849454992)  --> STEP: 18 | > loss_disc: 2.5620181560516357 (2.4264186090893216) | > loss_disc_real_0: 0.1386900246143341 (0.13697420391771528) | > loss_disc_real_1: 0.1710035651922226 (0.22584378884898293) | > loss_disc_real_2: 0.1762142926454544 (0.22058738354179594) | > loss_disc_real_3: 0.18816201388835907 (0.25646692597203785) | > loss_disc_real_4: 0.18430504202842712 (0.22059540947278342) | > loss_disc_real_5: 0.231963649392128 (0.25057971146371627) | > loss_0: 2.5620181560516357 (2.4264186090893216) | > loss_gen: 1.845322608947754 (2.3911164932780795) | > loss_kl: 2.6434216499328613 (2.8784097962909274) | > loss_feat: 6.372147083282471 (6.802876498964098) | > loss_mel: 15.510215759277344 (17.717991987864178) | > loss_duration: 2.2900044918060303 (2.3405182891421847) | > loss_1: 28.661109924316406 (32.13091246287028)  --> STEP: 19 | > loss_disc: 2.3515493869781494 (2.4224781237150492) | > loss_disc_real_0: 0.10740961134433746 (0.13541817272964277) | > loss_disc_real_1: 0.15632206201553345 (0.22218475059459084) | > loss_disc_real_2: 0.20546753704547882 (0.21979160214725293) | > loss_disc_real_3: 0.3325750529766083 (0.2604726168670152) | > loss_disc_real_4: 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(17.744857833498997) | > loss_duration: 2.1841907501220703 (2.332078218460083) | > loss_1: 30.46112632751465 (32.04840251377651)  --> STEP: 22 | > loss_disc: 2.105421304702759 (2.390362793749029) | > loss_disc_real_0: 0.06434893608093262 (0.1345486749302257) | > loss_disc_real_1: 0.18664070963859558 (0.22145733440464194) | > loss_disc_real_2: 0.13067403435707092 (0.21696719391779465) | > loss_disc_real_3: 0.24994874000549316 (0.25879449668255716) | > loss_disc_real_4: 0.1416083574295044 (0.22240414944562045) | > loss_disc_real_5: 0.23670035600662231 (0.25357033312320704) | > loss_0: 2.105421304702759 (2.390362793749029) | > loss_gen: 2.5156731605529785 (2.450017880309712) | > loss_kl: 2.0645015239715576 (2.770173972303217) | > loss_feat: 7.799856185913086 (6.769846244291826) | > loss_mel: 18.212066650390625 (17.766094597903162) | > loss_duration: 2.1941118240356445 (2.3258070187135176) | > loss_1: 32.78620910644531 (32.08193917707963)  --> STEP: 23 | > loss_disc: 2.5334994792938232 (2.3965861279031504) | > loss_disc_real_0: 0.0929466187953949 (0.13273988988088525) | > loss_disc_real_1: 0.27023470401763916 (0.22357808960520703) | > loss_disc_real_2: 0.22335180640220642 (0.217244785764943) | > loss_disc_real_3: 0.2650096118450165 (0.25906471908092493) | > loss_disc_real_4: 0.22283348441123962 (0.22242281618325607) | > loss_disc_real_5: 0.2525680661201477 (0.25352675629698707) | > loss_0: 2.5334994792938232 (2.3965861279031504) | > loss_gen: 2.3194844722747803 (2.444342514742976) | > loss_kl: 2.2737491130828857 (2.748590282771898) | > loss_feat: 5.03533411026001 (6.694432673246964) | > loss_mel: 16.96109962463379 (17.731094816456668) | > loss_duration: 2.3004415035247803 (2.324704170227051) | > loss_1: 28.89011001586914 (31.943163996157438)  --> STEP: 24 | > loss_disc: 2.475917100906372 (2.399891585111618) | > loss_disc_real_0: 0.1455671638250351 (0.13327435962855816) | > loss_disc_real_1: 0.19254501163959503 (0.2222850446899732) | > loss_disc_real_2: 0.23109720647335052 (0.21782196996112665) | > loss_disc_real_3: 0.33017855882644653 (0.26202779573698837) | > loss_disc_real_4: 0.3345109522342682 (0.22709315518538156) | > loss_disc_real_5: 0.3121289312839508 (0.25596851358811057) | > loss_0: 2.475917100906372 (2.399891585111618) | > loss_gen: 2.6524360179901123 (2.4530130773782735) | > loss_kl: 2.562262535095215 (2.7408266266187034) | > loss_feat: 6.49559211730957 (6.686147650082906) | > loss_mel: 17.34563446044922 (17.715033968289692) | > loss_duration: 2.5235753059387207 (2.3329904675483704) | > loss_1: 31.579498291015625 (31.928011258443195)  --> STEP: 25 | > loss_disc: 2.6387228965759277 (2.4094448375701902) | > loss_disc_real_0: 0.2038905918598175 (0.13609900891780854) | > loss_disc_real_1: 0.18528729677200317 (0.2208051347732544) | > loss_disc_real_2: 0.30478888750076294 (0.2213006466627121) | > loss_disc_real_3: 0.27522942423820496 (0.26255586087703703) | > loss_disc_real_4: 0.2188543826341629 (0.22676360428333284) | > loss_disc_real_5: 0.24217744171619415 (0.25541687071323393) | > loss_0: 2.6387228965759277 (2.4094448375701902) | > loss_gen: 2.2594082355499268 (2.4452688837051397) | > loss_kl: 2.402364730834961 (2.7272881507873534) | > loss_feat: 8.270151138305664 (6.749507789611816) | > loss_mel: 16.909704208374023 (17.682820777893067) | > loss_duration: 2.354099750518799 (2.3338348388671877) | > loss_1: 32.19572830200195 (31.938719940185546)  --> STEP: 26 | > loss_disc: 2.857527256011963 (2.4266787767410274) | > loss_disc_real_0: 0.20085471868515015 (0.1385896131396294) | > loss_disc_real_1: 0.26357999444007874 (0.22245032168351686) | > loss_disc_real_2: 0.20371437072753906 (0.2206242514344362) | > loss_disc_real_3: 0.20313617587089539 (0.2602704883768008) | > loss_disc_real_4: 0.22812798619270325 (0.2268160805106163) | > loss_disc_real_5: 0.24982137978076935 (0.25520165952352375) | > loss_0: 2.857527256011963 (2.4266787767410274) | > loss_gen: 1.7356784343719482 (2.417976943346171) | > loss_kl: 2.239962100982666 (2.708544841179481) | > loss_feat: 4.966385841369629 (6.680926176217886) | > loss_mel: 9.998031616210938 (17.387251963982216) | > loss_duration: 2.296327590942383 (2.3323922524085416) | > loss_1: 21.236385345458984 (31.527091686542217) --> EVAL PERFORMANCE | > avg_loader_time: 0.00242311220902663 (-0.00011608233818641072) | > avg_loss_disc: 2.4266787767410274 (+0.04553820536686759) | > avg_loss_disc_real_0: 0.1385896131396294 (+0.03750889662366649) | > avg_loss_disc_real_1: 0.22245032168351686 (+0.051456980693798754) | > avg_loss_disc_real_2: 0.2206242514344362 (+0.03986131772398949) | > avg_loss_disc_real_3: 0.2602704883768008 (+0.055878173846464846) | > avg_loss_disc_real_4: 0.2268160805106163 (+0.04640284839730996) | > avg_loss_disc_real_5: 0.25520165952352375 (+0.066207140397567) | > avg_loss_0: 2.4266787767410274 (+0.04553820536686759) | > avg_loss_gen: 2.417976943346171 (+0.3607076223079977) | > avg_loss_kl: 2.708544841179481 (+0.024270855463468077) | > avg_loss_feat: 6.680926176217886 (-0.027419823866623894) | > avg_loss_mel: 17.387251963982216 (-0.18988715685330249) | > avg_loss_duration: 2.3323922524085416 (+0.014284931696378678) | > avg_loss_1: 31.527091686542217 (+0.181955924400917)  > EPOCH: 459/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:18:16)   --> TIME: 2024-06-11 11:18:18 -- STEP: 4/330 -- GLOBAL_STEP: 239475 | > loss_disc: 2.2478232383728027 (2.249814808368683) | > loss_disc_real_0: 0.09004826843738556 (0.1072603315114975) | > loss_disc_real_1: 0.20045356452465057 (0.20140286535024643) | > loss_disc_real_2: 0.22231540083885193 (0.1933915875852108) | > loss_disc_real_3: 0.19802138209342957 (0.22224653512239456) | > loss_disc_real_4: 0.20559899508953094 (0.2192050814628601) | > loss_disc_real_5: 0.21285682916641235 (0.22626717761158943) | > loss_0: 2.2478232383728027 (2.249814808368683) | > grad_norm_0: tensor(6.0659, device='cuda:0') (tensor(6.8433, device='cuda:0')) | > loss_gen: 2.651618719100952 (2.572298228740692) | > loss_kl: 1.7224434614181519 (1.9196203351020813) | > loss_feat: 6.582983016967773 (6.875529885292053) | > loss_mel: 17.798744201660156 (17.97209072113037) | > loss_duration: 2.1691513061523438 (2.1973554491996765) | > loss_1: 30.924942016601562 (31.536895275115967) | > grad_norm_1: tensor(39.9874, device='cuda:0') (tensor(55.9986, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3744 (0.3656467795372009) | > loader_time: 0.0031 (0.003088235855102539)  --> TIME: 2024-06-11 11:18:28 -- STEP: 29/330 -- GLOBAL_STEP: 239500 | > loss_disc: 2.431891679763794 (2.3334387088644095) | > loss_disc_real_0: 0.12172339856624603 (0.11286698718523157) | > loss_disc_real_1: 0.20150963962078094 (0.20205861484182291) | > loss_disc_real_2: 0.20845182240009308 (0.21153572715561966) | > loss_disc_real_3: 0.2108246237039566 (0.22483260929584503) | > loss_disc_real_4: 0.23316094279289246 (0.2264216316157374) | > loss_disc_real_5: 0.20788516104221344 (0.2192911279612574) | > loss_0: 2.431891679763794 (2.3334387088644095) | > grad_norm_0: tensor(19.0046, device='cuda:0') (tensor(10.5902, device='cuda:0')) | > loss_gen: 2.4350292682647705 (2.498911783613008) | > loss_kl: 1.9813978672027588 (1.8827498986803253) | > loss_feat: 7.116116523742676 (7.027182167974011) | > loss_mel: 18.428131103515625 (18.19705246234762) | > loss_duration: 2.0361180305480957 (2.062919871560459) | > loss_1: 31.996793746948242 (31.66881673089389) | > grad_norm_1: tensor(144.7020, device='cuda:0') (tensor(103.9157, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3642 (0.369847741620294) | > loader_time: 0.003 (0.003244317811110924) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_239500.pth  --> TIME: 2024-06-11 11:18:42 -- STEP: 54/330 -- GLOBAL_STEP: 239525 | > loss_disc: 2.2663440704345703 (2.32890107455077) | > loss_disc_real_0: 0.10125080496072769 (0.11423563543293211) | > loss_disc_real_1: 0.22492772340774536 (0.20035344196690452) | > loss_disc_real_2: 0.1931837797164917 (0.21117684934978131) | > loss_disc_real_3: 0.22903689742088318 (0.22376136868088334) | > loss_disc_real_4: 0.21608223021030426 (0.22604019746736245) | > loss_disc_real_5: 0.1784099042415619 (0.2167026251554489) | > loss_0: 2.2663440704345703 (2.32890107455077) | > grad_norm_0: tensor(9.5524, device='cuda:0') (tensor(10.2294, device='cuda:0')) | > loss_gen: 2.693117618560791 (2.505685294115985) | > loss_kl: 1.964982271194458 (1.9067881813755743) | > loss_feat: 7.5211663246154785 (7.035447906564783) | > loss_mel: 19.213964462280273 (18.12530309182626) | > loss_duration: 1.989980697631836 (2.0360967737657054) | > loss_1: 33.383209228515625 (31.609321311668115) | > grad_norm_1: tensor(66.9597, device='cuda:0') (tensor(101.6526, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3861 (0.3711769713295831) | > loader_time: 0.0034 (0.003347666175277145)  --> TIME: 2024-06-11 11:18:51 -- STEP: 79/330 -- GLOBAL_STEP: 239550 | > loss_disc: 2.3317103385925293 (2.330695891682106) | > loss_disc_real_0: 0.10679739713668823 (0.11394490348764613) | > loss_disc_real_1: 0.21406589448451996 (0.19931010788754572) | > loss_disc_real_2: 0.16580235958099365 (0.2121069567112983) | > loss_disc_real_3: 0.25318488478660583 (0.22584967730166036) | > loss_disc_real_4: 0.25268885493278503 (0.2261099475848524) | > loss_disc_real_5: 0.22331227362155914 (0.21826156634318677) | > loss_0: 2.3317103385925293 (2.330695891682106) | > grad_norm_0: tensor(12.4745, device='cuda:0') (tensor(10.0791, device='cuda:0')) | > loss_gen: 2.457559108734131 (2.5094897324525864) | > loss_kl: 1.8718807697296143 (1.9086862078195885) | > loss_feat: 7.0114336013793945 (7.105889235870747) | > loss_mel: 17.475210189819336 (18.075409201127062) | > loss_duration: 1.9958566427230835 (2.0261235946341407) | > loss_1: 30.811941146850586 (31.625597990011865) | > grad_norm_1: tensor(228.2162, device='cuda:0') (tensor(106.5192, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3732 (0.36999029751065415) | > loader_time: 0.0036 (0.003455967842778073)  --> TIME: 2024-06-11 11:19:01 -- STEP: 104/330 -- GLOBAL_STEP: 239575 | > loss_disc: 2.375808000564575 (2.33645155108892) | > loss_disc_real_0: 0.13634975254535675 (0.11464403777454908) | > loss_disc_real_1: 0.19063468277454376 (0.19927394690995032) | > loss_disc_real_2: 0.1828821301460266 (0.21166579812192) | > loss_disc_real_3: 0.26527711749076843 (0.22654103516386107) | > loss_disc_real_4: 0.24074526131153107 (0.2274263445287943) | > loss_disc_real_5: 0.22960104048252106 (0.21871831425680563) | > loss_0: 2.375808000564575 (2.33645155108892) | > grad_norm_0: tensor(22.1844, device='cuda:0') (tensor(13.3153, device='cuda:0')) | > loss_gen: 2.542823553085327 (2.5085159150453724) | > loss_kl: 2.094388246536255 (1.9160726815462112) | > loss_feat: 7.220099925994873 (7.088712582221398) | > loss_mel: 17.536828994750977 (17.9996008506188) | > loss_duration: 2.0762572288513184 (2.026917321177627) | > loss_1: 31.470399856567383 (31.539819387289192) | > grad_norm_1: tensor(298.0230, device='cuda:0') (tensor(153.2398, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3834 (0.3700384543492244) | > loader_time: 0.0038 (0.0035326572564932015)  --> TIME: 2024-06-11 11:19:10 -- STEP: 129/330 -- GLOBAL_STEP: 239600 | > loss_disc: 2.469655990600586 (2.3402188637459926) | > loss_disc_real_0: 0.12128663808107376 (0.1144452670285868) | > loss_disc_real_1: 0.17267055809497833 (0.20021307468414307) | > loss_disc_real_2: 0.19024230539798737 (0.21285328419171562) | > loss_disc_real_3: 0.2654574513435364 (0.22645974817664125) | > loss_disc_real_4: 0.2624282240867615 (0.22773563295833824) | > loss_disc_real_5: 0.26922905445098877 (0.21902697238811228) | > loss_0: 2.469655990600586 (2.3402188637459926) | > grad_norm_0: tensor(18.3904, device='cuda:0') (tensor(15.0963, device='cuda:0')) | > loss_gen: 2.3758702278137207 (2.512445754783099) | > loss_kl: 1.9487664699554443 (1.9201016823450725) | > loss_feat: 5.915130615234375 (7.069050215935523) | > loss_mel: 17.80265998840332 (18.009732534719063) | > loss_duration: 2.0018293857574463 (2.027689331261685) | > loss_1: 30.04425621032715 (31.539019518120345) | > grad_norm_1: tensor(192.3680, device='cuda:0') (tensor(182.9263, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3747 (0.3709727257721184) | > loader_time: 0.0043 (0.003624938255132631)  --> TIME: 2024-06-11 11:19:20 -- STEP: 154/330 -- GLOBAL_STEP: 239625 | > loss_disc: 2.3837180137634277 (2.3431684506403934) | > loss_disc_real_0: 0.11774850636720657 (0.11535310404157484) | > loss_disc_real_1: 0.19486114382743835 (0.19962215413907908) | > loss_disc_real_2: 0.2112826257944107 (0.21266693244506787) | > loss_disc_real_3: 0.2316475659608841 (0.22684644481965474) | > loss_disc_real_4: 0.24362772703170776 (0.2270616168132076) | > loss_disc_real_5: 0.21281899511814117 (0.2189064191339852) | > loss_0: 2.3837180137634277 (2.3431684506403934) | > grad_norm_0: tensor(9.2531, device='cuda:0') (tensor(18.7577, device='cuda:0')) | > loss_gen: 2.7860498428344727 (2.5135733338145476) | > loss_kl: 1.9546229839324951 (1.9207422400449778) | > loss_feat: 6.390007972717285 (7.077135138697439) | > loss_mel: 17.259429931640625 (17.99442630619198) | > loss_duration: 2.0320932865142822 (2.0297211934993777) | > loss_1: 30.422203063964844 (31.535598185155298) | > grad_norm_1: tensor(390.7506, device='cuda:0') (tensor(211.2231, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3808 (0.37232384588811307) | > loader_time: 0.004 (0.00371167566869166)  --> TIME: 2024-06-11 11:19:30 -- STEP: 179/330 -- GLOBAL_STEP: 239650 | > loss_disc: 2.319106340408325 (2.3439416499111236) | > loss_disc_real_0: 0.1420465111732483 (0.11596790823939793) | > loss_disc_real_1: 0.18769387900829315 (0.1996874724353492) | > loss_disc_real_2: 0.16684259474277496 (0.21328046684824556) | > loss_disc_real_3: 0.22429171204566956 (0.22705590841490464) | > loss_disc_real_4: 0.21211661398410797 (0.22710905969142914) | > loss_disc_real_5: 0.2050095647573471 (0.2190061316476854) | > loss_0: 2.319106340408325 (2.3439416499111236) | > grad_norm_0: tensor(13.2253, device='cuda:0') (tensor(20.9282, device='cuda:0')) | > loss_gen: 2.737196445465088 (2.5200177664197363) | > loss_kl: 2.052583694458008 (1.9285133078111616) | > loss_feat: 7.227574348449707 (7.091095039964388) | > loss_mel: 17.365093231201172 (17.94651959595068) | > loss_duration: 2.08099365234375 (2.035375094280561) | > loss_1: 31.463441848754883 (31.52152077445771) | > grad_norm_1: tensor(492.1063, device='cuda:0') (tensor(234.5645, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.3833 (0.3741885883182122) | > loader_time: 0.0044 (0.003842372468063951)  --> TIME: 2024-06-11 11:19:40 -- STEP: 204/330 -- GLOBAL_STEP: 239675 | > loss_disc: 2.4308412075042725 (2.3502177935020603) | > loss_disc_real_0: 0.1946636289358139 (0.11875384702694182) | > loss_disc_real_1: 0.2121899127960205 (0.20020938474758) | > loss_disc_real_2: 0.18718917667865753 (0.21311615188332164) | > loss_disc_real_3: 0.20993980765342712 (0.22760628200337) | > loss_disc_real_4: 0.2097536027431488 (0.22712894850501827) | > loss_disc_real_5: 0.2084038406610489 (0.2198174373776305) | > loss_0: 2.4308412075042725 (2.3502177935020603) | > grad_norm_0: tensor(41.1422, device='cuda:0') (tensor(23.7770, device='cuda:0')) | > loss_gen: 2.5003185272216797 (2.5210031750155437) | > loss_kl: 2.126772403717041 (1.933443038486967) | > loss_feat: 7.405869007110596 (7.116017357975829) | > loss_mel: 17.87474822998047 (17.928695267322016) | > loss_duration: 2.030956745147705 (2.042555115970909) | > loss_1: 31.93866539001465 (31.541713938993567) | > grad_norm_1: tensor(67.3367, device='cuda:0') (tensor(254.4320, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.4042 (0.37661440349092684) | > loader_time: 0.0048 (0.003978472129971372)  --> TIME: 2024-06-11 11:19:50 -- STEP: 229/330 -- GLOBAL_STEP: 239700 | > loss_disc: 2.331252098083496 (2.349133935037138) | > loss_disc_real_0: 0.1460244059562683 (0.11890556900782356) | > loss_disc_real_1: 0.17269210517406464 (0.19990064047569792) | > loss_disc_real_2: 0.2284649759531021 (0.2131794555739024) | > loss_disc_real_3: 0.2205333560705185 (0.2278145075364925) | > loss_disc_real_4: 0.2892906069755554 (0.22738795060518008) | > loss_disc_real_5: 0.23268525302410126 (0.21972933502697006) | > loss_0: 2.331252098083496 (2.349133935037138) | > grad_norm_0: tensor(48.0947, device='cuda:0') (tensor(26.3936, device='cuda:0')) | > loss_gen: 2.603196859359741 (2.52378355363571) | > loss_kl: 1.8685903549194336 (1.938570768031491) | > loss_feat: 6.892877578735352 (7.115615900947537) | > loss_mel: 17.961915969848633 (17.88090750015459) | > loss_duration: 2.1320316791534424 (2.050000882044629) | > loss_1: 31.458614349365234 (31.508878557963143) | > grad_norm_1: tensor(296.1335, device='cuda:0') (tensor(277.5735, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.4202 (0.3798601752285355) | > loader_time: 0.0051 (0.004104370633587563)  --> TIME: 2024-06-11 11:20:01 -- STEP: 254/330 -- GLOBAL_STEP: 239725 | > loss_disc: 2.324366569519043 (2.3476913144269327) | > loss_disc_real_0: 0.10898618400096893 (0.1186897437872849) | > loss_disc_real_1: 0.15533453226089478 (0.199632476340598) | > loss_disc_real_2: 0.24774269759655 (0.21307201912318627) | > loss_disc_real_3: 0.2547129988670349 (0.2276954013766266) | > loss_disc_real_4: 0.2421569973230362 (0.22696944983221415) | > loss_disc_real_5: 0.24547436833381653 (0.21965370362433861) | > loss_0: 2.324366569519043 (2.3476913144269327) | > grad_norm_0: tensor(44.2446, device='cuda:0') (tensor(28.3675, device='cuda:0')) | > loss_gen: 2.5727851390838623 (2.522444101769155) | > loss_kl: 2.0129027366638184 (1.9386457847797964) | > loss_feat: 7.784354209899902 (7.123426097584522) | > loss_mel: 17.944894790649414 (17.844678480794112) | > loss_duration: 2.073836326599121 (2.056921876321628) | > loss_1: 32.388771057128906 (31.486116304172306) | > grad_norm_1: tensor(530.5799, device='cuda:0') (tensor(294.7873, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.4307 (0.38345673609906306) | > loader_time: 0.0057 (0.004247254274022857)  --> TIME: 2024-06-11 11:20:12 -- STEP: 279/330 -- GLOBAL_STEP: 239750 | > loss_disc: 2.4045042991638184 (2.3493227745042478) | > loss_disc_real_0: 0.10830596089363098 (0.11867957591583225) | > loss_disc_real_1: 0.18954259157180786 (0.19981772449922394) | > loss_disc_real_2: 0.18871670961380005 (0.21267198731181436) | > loss_disc_real_3: 0.21710358560085297 (0.22781685486062023) | > loss_disc_real_4: 0.22288918495178223 (0.22748518054203323) | > loss_disc_real_5: 0.20926253497600555 (0.22001349397243983) | > loss_0: 2.4045042991638184 (2.3493227745042478) | > grad_norm_0: tensor(11.3005, device='cuda:0') (tensor(28.8162, device='cuda:0')) | > loss_gen: 2.3321213722229004 (2.516945121108845) | > loss_kl: 1.9917547702789307 (1.9427982158558343) | > loss_feat: 7.681520938873291 (7.123418078200364) | > loss_mel: 16.956523895263672 (17.795999947414607) | > loss_duration: 2.1450040340423584 (2.0656349077874196) | > loss_1: 31.106924057006836 (31.444796244303387) | > grad_norm_1: tensor(283.2473, device='cuda:0') (tensor(304.1693, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.434 (0.3884302886156199) | > loader_time: 0.0059 (0.004397427309371234)  --> TIME: 2024-06-11 11:20:24 -- STEP: 304/330 -- GLOBAL_STEP: 239775 | > loss_disc: 2.3897814750671387 (2.3548986715705773) | > loss_disc_real_0: 0.10439758002758026 (0.11968408779878366) | > loss_disc_real_1: 0.18714623153209686 (0.20029434547024344) | > loss_disc_real_2: 0.210565984249115 (0.2130214476369713) | > loss_disc_real_3: 0.2128075808286667 (0.22817991051430764) | > loss_disc_real_4: 0.20121753215789795 (0.22750116747460866) | > loss_disc_real_5: 0.18847769498825073 (0.22022181445438596) | > loss_0: 2.3897814750671387 (2.3548986715705773) | > grad_norm_0: tensor(18.4961, device='cuda:0') (tensor(30.3370, device='cuda:0')) | > loss_gen: 2.3806283473968506 (2.509292877034137) | > loss_kl: 2.0121278762817383 (1.9462179929802292) | > loss_feat: 8.022887229919434 (7.129441135808041) | > loss_mel: 17.969234466552734 (17.76046021047391) | > loss_duration: 2.226398229598999 (2.0759245133713673) | > loss_1: 32.61127471923828 (31.4213366947676) | > grad_norm_1: tensor(350.6006, device='cuda:0') (tensor(319.0830, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.4784 (0.39458730895268285) | > loader_time: 0.0064 (0.004566849062317292)  --> TIME: 2024-06-11 11:20:52 -- STEP: 329/330 -- GLOBAL_STEP: 239800 | > loss_disc: 2.512022018432617 (2.359547815786669) | > loss_disc_real_0: 0.2264486700296402 (0.12116790685157283) | > loss_disc_real_1: 0.24766747653484344 (0.20089543286971412) | > loss_disc_real_2: 0.2159474492073059 (0.2129735732422773) | > loss_disc_real_3: 0.32771849632263184 (0.22838002271202923) | > loss_disc_real_4: 0.2844826877117157 (0.22793627419370285) | > loss_disc_real_5: 0.25610116124153137 (0.22049189796020183) | > loss_0: 2.512022018432617 (2.359547815786669) | > grad_norm_0: tensor(8.1545, device='cuda:0') (tensor(30.8549, device='cuda:0')) | > loss_gen: 2.8077986240386963 (2.507523933804868) | > loss_kl: 2.1918749809265137 (1.9541860304342578) | > loss_feat: 12.1735200881958 (7.219562713136065) | > loss_mel: 18.99742317199707 (17.727200751608997) | > loss_duration: 2.278838872909546 (2.0897683945107977) | > loss_1: 38.44945526123047 (31.498241749215634) | > grad_norm_1: tensor(80.2928, device='cuda:0') (tensor(324.8854, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 14.5591 (0.4505412868453377) | > loader_time: 0.0329 (0.004987338393654865)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.557302236557007 (2.557302236557007) | > loss_disc_real_0: 0.07636729627847672 (0.07636729627847672) | > loss_disc_real_1: 0.25758522748947144 (0.25758522748947144) | > loss_disc_real_2: 0.2572573721408844 (0.2572573721408844) | > loss_disc_real_3: 0.3070460557937622 (0.3070460557937622) | > loss_disc_real_4: 0.2720123827457428 (0.2720123827457428) | > loss_disc_real_5: 0.2700674533843994 (0.2700674533843994) | > loss_0: 2.557302236557007 (2.557302236557007) | > loss_gen: 2.4388790130615234 (2.4388790130615234) | > loss_kl: 2.200131416320801 (2.200131416320801) | > loss_feat: 5.423519611358643 (5.423519611358643) | > loss_mel: 14.910787582397461 (14.910787582397461) | > loss_duration: 2.9997363090515137 (2.9997363090515137) | > loss_1: 27.973054885864258 (27.973054885864258)  --> STEP: 1 | > loss_disc: 2.2214858531951904 (2.2214858531951904) | > loss_disc_real_0: 0.08775591850280762 (0.08775591850280762) | > loss_disc_real_1: 0.18679630756378174 (0.18679630756378174) | > loss_disc_real_2: 0.26769134402275085 (0.26769134402275085) | > loss_disc_real_3: 0.25120359659194946 (0.25120359659194946) | > loss_disc_real_4: 0.23452308773994446 (0.23452308773994446) | > loss_disc_real_5: 0.19637048244476318 (0.19637048244476318) | > loss_0: 2.2214858531951904 (2.2214858531951904) | > loss_gen: 2.4533097743988037 (2.4533097743988037) | > loss_kl: 2.842829704284668 (2.842829704284668) | > loss_feat: 5.999343395233154 (5.999343395233154) | > loss_mel: 18.61350440979004 (18.61350440979004) | > loss_duration: 2.4121267795562744 (2.4121267795562744) | > loss_1: 32.32111358642578 (32.32111358642578)  --> STEP: 2 | > loss_disc: 2.4131948947906494 (2.31734037399292) | > loss_disc_real_0: 0.08752671629190445 (0.08764131739735603) | > loss_disc_real_1: 0.1650567203760147 (0.17592651396989822) | > loss_disc_real_2: 0.12217779457569122 (0.19493456929922104) | > loss_disc_real_3: 0.3067943751811981 (0.2789989858865738) | > loss_disc_real_4: 0.31860294938087463 (0.27656301856040955) | > loss_disc_real_5: 0.3506976068019867 (0.27353404462337494) | > loss_0: 2.4131948947906494 (2.31734037399292) | > loss_gen: 2.497483968734741 (2.4753968715667725) | > loss_kl: 3.1588993072509766 (3.0008645057678223) | > loss_feat: 6.416434288024902 (6.207888841629028) | > loss_mel: 19.712078094482422 (19.16279125213623) | > loss_duration: 2.449816942214966 (2.43097186088562) | > loss_1: 34.234710693359375 (33.27791213989258)  --> STEP: 3 | > loss_disc: 2.30277943611145 (2.31248672803243) | > loss_disc_real_0: 0.04973813146352768 (0.07500692208607991) | > loss_disc_real_1: 0.20388707518577576 (0.1852467010418574) | > loss_disc_real_2: 0.23299060761928558 (0.2076199154059092) | > loss_disc_real_3: 0.2896134853363037 (0.2825371523698171) | > loss_disc_real_4: 0.2796456813812256 (0.2775905728340149) | > loss_disc_real_5: 0.291731595993042 (0.2795998950799306) | > loss_0: 2.30277943611145 (2.31248672803243) | > loss_gen: 2.5100789070129395 (2.486957550048828) | > loss_kl: 2.9581971168518066 (2.986642042795817) | > loss_feat: 5.422609329223633 (5.9461290041605634) | > loss_mel: 17.66753578186035 (18.66437276204427) | > loss_duration: 2.275397539138794 (2.379113753636678) | > loss_1: 30.833818435668945 (32.4632142384847)  --> STEP: 4 | > loss_disc: 2.1831490993499756 (2.2801523208618164) | > loss_disc_real_0: 0.08942419290542603 (0.07861123979091644) | > loss_disc_real_1: 0.1609552800655365 (0.17917384579777718) | > loss_disc_real_2: 0.1926557570695877 (0.20387887582182884) | > loss_disc_real_3: 0.36290431022644043 (0.30262894183397293) | > loss_disc_real_4: 0.2302972674369812 (0.26576724648475647) | > loss_disc_real_5: 0.2541958689689636 (0.2732488885521889) | > loss_0: 2.1831490993499756 (2.2801523208618164) | > loss_gen: 2.894728899002075 (2.58890038728714) | > loss_kl: 2.991828680038452 (2.987938702106476) | > loss_feat: 9.263799667358398 (6.775546669960022) | > loss_mel: 18.397815704345703 (18.59773349761963) | > loss_duration: 2.298685312271118 (2.359006643295288) | > loss_1: 35.846858978271484 (33.3091254234314)  --> STEP: 5 | > loss_disc: 2.2305099964141846 (2.27022385597229) | > loss_disc_real_0: 0.10503288358449936 (0.08389556854963302) | > loss_disc_real_1: 0.19987228512763977 (0.1833135336637497) | > loss_disc_real_2: 0.22546418011188507 (0.2081959366798401) | > loss_disc_real_3: 0.22643199563026428 (0.2873895525932312) | > loss_disc_real_4: 0.2995103597640991 (0.272515869140625) | > loss_disc_real_5: 0.2185591161251068 (0.26231093406677247) | > loss_0: 2.2305099964141846 (2.27022385597229) | > loss_gen: 2.5795702934265137 (2.5870343685150146) | > loss_kl: 2.653782606124878 (2.9211074829101564) | > loss_feat: 5.834740161895752 (6.587385368347168) | > loss_mel: 18.8090877532959 (18.640004348754882) | > loss_duration: 2.4060943126678467 (2.3684241771698) | > loss_1: 32.28327560424805 (33.10395545959473)  --> STEP: 6 | > loss_disc: 2.177788734436035 (2.254818002382914) | > loss_disc_real_0: 0.06358908116817474 (0.08051115398605664) | > loss_disc_real_1: 0.18914246559143066 (0.1842850223183632) | > loss_disc_real_2: 0.1801309585571289 (0.2035184403260549) | > loss_disc_real_3: 0.30240654945373535 (0.28989238540331524) | > loss_disc_real_4: 0.26849183440208435 (0.27184519668420154) | > loss_disc_real_5: 0.2726847529411316 (0.26403990387916565) | > loss_0: 2.177788734436035 (2.254818002382914) | > loss_gen: 2.6668546199798584 (2.6003377437591553) | > loss_kl: 3.1515846252441406 (2.9595203399658203) | > loss_feat: 5.500741481781006 (6.406278053919475) | > loss_mel: 19.15508460998535 (18.72585105895996) | > loss_duration: 2.159600257873535 (2.3336201906204224) | > loss_1: 32.63386535644531 (33.025607109069824)  --> STEP: 7 | > loss_disc: 2.3853416442871094 (2.2734642369406566) | > loss_disc_real_0: 0.07618631422519684 (0.07989331973450524) | > loss_disc_real_1: 0.2317376732826233 (0.19106397245611464) | > loss_disc_real_2: 0.29452013969421387 (0.21651868309293473) | > loss_disc_real_3: 0.29731374979019165 (0.29095258031572613) | > loss_disc_real_4: 0.26719075441360474 (0.2711802763598306) | > loss_disc_real_5: 0.2566487789154053 (0.26298402888434275) | > loss_0: 2.3853416442871094 (2.2734642369406566) | > loss_gen: 2.5664191246032715 (2.5954922267368863) | > loss_kl: 3.482750415802002 (3.0342674936567033) | > loss_feat: 7.335012435913086 (6.538954394204276) | > loss_mel: 17.949630737304688 (18.614962441580637) | > loss_duration: 2.4964401721954346 (2.3568801879882812) | > loss_1: 33.83025360107422 (33.14055660792759)  --> STEP: 8 | > loss_disc: 2.393728256225586 (2.2884972393512726) | > loss_disc_real_0: 0.075682133436203 (0.07936692144721746) | > loss_disc_real_1: 0.1314273327589035 (0.18360939249396324) | > loss_disc_real_2: 0.22831673920154572 (0.21799344010651112) | > loss_disc_real_3: 0.29342007637023926 (0.2912610173225403) | > loss_disc_real_4: 0.2508833110332489 (0.2686431556940079) | > loss_disc_real_5: 0.24242299795150757 (0.26041390001773834) | > loss_0: 2.393728256225586 (2.2884972393512726) | > loss_gen: 2.3846840858459473 (2.569141209125519) | > loss_kl: 2.7392070293426514 (2.997384935617447) | > loss_feat: 7.107434272766113 (6.610014379024506) | > loss_mel: 16.697093963623047 (18.375228881835938) | > loss_duration: 2.1751561164855957 (2.3341646790504456) | > loss_1: 31.103574752807617 (32.8859338760376)  --> STEP: 9 | > loss_disc: 2.4438982009887695 (2.30576401286655) | > loss_disc_real_0: 0.19179223477840424 (0.09185862292846043) | > loss_disc_real_1: 0.17823362350463867 (0.18301208482848275) | > loss_disc_real_2: 0.29318705201148987 (0.226348285873731) | > loss_disc_real_3: 0.28251945972442627 (0.2902897331449721) | > loss_disc_real_4: 0.2796343266963959 (0.26986439691649544) | > loss_disc_real_5: 0.36332201957702637 (0.2718481355243259) | > loss_0: 2.4438982009887695 (2.30576401286655) | > loss_gen: 2.8937952518463135 (2.6052138805389404) | > loss_kl: 2.8857181072235107 (2.984977510240343) | > loss_feat: 8.560961723327637 (6.826786306169298) | > loss_mel: 18.141006469726562 (18.34920416937934) | > loss_duration: 2.1581456661224365 (2.3146070109473333) | > loss_1: 34.63962936401367 (33.080788930257164)  --> STEP: 10 | > loss_disc: 2.162876844406128 (2.291475296020508) | > loss_disc_real_0: 0.15723071992397308 (0.0983958326280117) | > loss_disc_real_1: 0.18826058506965637 (0.1835369348526001) | > loss_disc_real_2: 0.2579319477081299 (0.22950665205717086) | > loss_disc_real_3: 0.21212822198867798 (0.28247358202934264) | > loss_disc_real_4: 0.21572978794574738 (0.2644509360194206) | > loss_disc_real_5: 0.22398348152637482 (0.2670616701245308) | > loss_0: 2.162876844406128 (2.291475296020508) | > loss_gen: 2.692716121673584 (2.6139641046524047) | > loss_kl: 2.891557455062866 (2.9756355047225953) | > loss_feat: 7.726406097412109 (6.916748285293579) | > loss_mel: 18.87156867980957 (18.401440620422363) | > loss_duration: 2.3222498893737793 (2.315371298789978) | > loss_1: 34.50449752807617 (33.22315979003906)  --> STEP: 11 | > loss_disc: 2.5966272354125977 (2.3192163814197886) | > loss_disc_real_0: 0.07391008734703064 (0.09616985578428615) | > loss_disc_real_1: 0.18151775002479553 (0.18335337259552695) | > loss_disc_real_2: 0.32061144709587097 (0.23778890615159815) | > loss_disc_real_3: 0.2892226278781891 (0.28308713165196503) | > loss_disc_real_4: 0.2861252427101135 (0.26642132753675635) | > loss_disc_real_5: 0.3045714497566223 (0.2704716500910846) | > loss_0: 2.5966272354125977 (2.3192163814197886) | > loss_gen: 2.1665353775024414 (2.57328876582059) | > loss_kl: 3.5391480922698975 (3.02686392177235) | > loss_feat: 4.995002269744873 (6.742044102061879) | > loss_mel: 16.149606704711914 (18.196728446266867) | > loss_duration: 2.4472248554229736 (2.327357985756614) | > loss_1: 29.297517776489258 (32.86628324335272)  --> STEP: 12 | > loss_disc: 2.4230918884277344 (2.3278726736704507) | > loss_disc_real_0: 0.12014461308717728 (0.09816775222619374) | > loss_disc_real_1: 0.17061419785022736 (0.1822917747000853) | > loss_disc_real_2: 0.34191787242889404 (0.24646632000803947) | > loss_disc_real_3: 0.3038172721862793 (0.28481464336315787) | > loss_disc_real_4: 0.30205294489860535 (0.2693906289835771) | > loss_disc_real_5: 0.2460036426782608 (0.26843264947334927) | > loss_0: 2.4230918884277344 (2.3278726736704507) | > loss_gen: 2.57330060005188 (2.5732897520065308) | > loss_kl: 2.73287034034729 (3.002364456653595) | > loss_feat: 6.834059715270996 (6.749712069829305) | > loss_mel: 19.199487686157227 (18.280291716257732) | > loss_duration: 2.293668746948242 (2.3245505491892495) | > loss_1: 33.63338851928711 (32.930208683013916)  --> STEP: 13 | > loss_disc: 2.1679322719573975 (2.3155695658463697) | > loss_disc_real_0: 0.07796837389469147 (0.09661395389300126) | > loss_disc_real_1: 0.1914345622062683 (0.18299506604671478) | > loss_disc_real_2: 0.254890114068985 (0.24711430416657373) | > loss_disc_real_3: 0.3294389247894287 (0.28824728039594794) | > loss_disc_real_4: 0.2534484267234802 (0.2681643057328004) | > loss_disc_real_5: 0.24682238698005676 (0.26677032158924985) | > loss_0: 2.1679322719573975 (2.3155695658463697) | > loss_gen: 2.8361873626708984 (2.593512645134559) | > loss_kl: 2.9811954498291016 (3.0007360715132494) | > loss_feat: 7.892013072967529 (6.837581377763015) | > loss_mel: 17.7706241607666 (18.24108651968149) | > loss_duration: 2.257331371307373 (2.319379843198336) | > loss_1: 33.73735046386719 (32.99229651231032)  --> STEP: 14 | > loss_disc: 2.441391706466675 (2.324556861604963) | > loss_disc_real_0: 0.1280686855316162 (0.09886072043861661) | > loss_disc_real_1: 0.1817924827337265 (0.1829091672386442) | > loss_disc_real_2: 0.23519916832447052 (0.24626322303499495) | > loss_disc_real_3: 0.2666175067424774 (0.2867022965635572) | > loss_disc_real_4: 0.3043980300426483 (0.27075242889778955) | > loss_disc_real_5: 0.257976233959198 (0.2661421724728176) | > loss_0: 2.441391706466675 (2.324556861604963) | > loss_gen: 2.3995120525360107 (2.5796554599489485) | > loss_kl: 3.0540947914123535 (3.0045474086488997) | > loss_feat: 6.091397762298584 (6.784282548086984) | > loss_mel: 18.903247833251953 (18.288383756365096) | > loss_duration: 2.368241548538208 (2.322869965008327) | > loss_1: 32.81649398803711 (32.97973918914794)  --> STEP: 15 | > loss_disc: 2.5779147148132324 (2.341447385152181) | > loss_disc_real_0: 0.22261279821395874 (0.10711085895697275) | > loss_disc_real_1: 0.2626868188381195 (0.18822767734527587) | > loss_disc_real_2: 0.3084506690502167 (0.25040905276934305) | > loss_disc_real_3: 0.30599352717399597 (0.28798837860425314) | > loss_disc_real_4: 0.2675267159938812 (0.2705373813708623) | > loss_disc_real_5: 0.27342724800109863 (0.266627844174703) | > loss_0: 2.5779147148132324 (2.341447385152181) | > loss_gen: 2.546804189682007 (2.577465375264486) | > loss_kl: 3.3780903816223145 (3.029450273513794) | > loss_feat: 6.427485942840576 (6.760496107737223) | > loss_mel: 18.125995635986328 (18.27755788167318) | > loss_duration: 2.2824716567993164 (2.3201767444610595) | > loss_1: 32.76084899902344 (32.96514650980631)  --> STEP: 16 | > loss_disc: 2.6986021995544434 (2.3637695610523224) | > loss_disc_real_0: 0.12769171595573425 (0.10839716251939535) | > loss_disc_real_1: 0.22803068161010742 (0.19071536511182785) | > loss_disc_real_2: 0.2739375829696655 (0.2518795859068632) | > loss_disc_real_3: 0.27564695477485657 (0.28721703961491585) | > loss_disc_real_4: 0.24470989406108856 (0.26892316341400146) | > loss_disc_real_5: 0.25903379917144775 (0.2661532163619995) | > loss_0: 2.6986021995544434 (2.3637695610523224) | > loss_gen: 2.181640863418579 (2.5527263432741165) | > loss_kl: 2.8516907691955566 (3.018340304493904) | > loss_feat: 4.603808879852295 (6.625703155994415) | > loss_mel: 13.186768531799316 (17.95938354730606) | > loss_duration: 2.338228702545166 (2.3213049918413162) | > loss_1: 25.162137985229492 (32.477458477020264)  --> STEP: 17 | > loss_disc: 2.390260934829712 (2.365327877156875) | > loss_disc_real_0: 0.05512409284710884 (0.10526345253867261) | > loss_disc_real_1: 0.1629982590675354 (0.1890849471092224) | > loss_disc_real_2: 0.23041890561580658 (0.25061719294856577) | > loss_disc_real_3: 0.31302717328071594 (0.2887352827717276) | > loss_disc_real_4: 0.2116379290819168 (0.26555344374740825) | > loss_disc_real_5: 0.30073079466819763 (0.26818719155648174) | > loss_0: 2.390260934829712 (2.365327877156875) | > loss_gen: 2.521327257156372 (2.5508793382083668) | > loss_kl: 2.0642576217651367 (2.962217793745153) | > loss_feat: 7.918220520019531 (6.701733589172363) | > loss_mel: 18.15528106689453 (17.970906930811264) | > loss_duration: 2.4306039810180664 (2.327734344145831) | > loss_1: 33.089691162109375 (32.51347216437845)  --> STEP: 18 | > loss_disc: 2.454509973526001 (2.370282438066271) | > loss_disc_real_0: 0.10679470002651215 (0.10534852184355259) | > loss_disc_real_1: 0.13732406497001648 (0.1862093425459332) | > loss_disc_real_2: 0.23050303757190704 (0.24949973987208474) | > loss_disc_real_3: 0.2850567400455475 (0.28853091928693986) | > loss_disc_real_4: 0.267200231552124 (0.26564493195878136) | > loss_disc_real_5: 0.39392948150634766 (0.2751728743314743) | > loss_0: 2.454509973526001 (2.370282438066271) | > loss_gen: 2.542487144470215 (2.5504131052229138) | > loss_kl: 2.2335731983184814 (2.9217375384436712) | > loss_feat: 8.619763374328613 (6.808290799458821) | > loss_mel: 19.997106552124023 (18.08347357643975) | > loss_duration: 2.284579277038574 (2.32533684041765) | > loss_1: 35.67750930786133 (32.68925200568305)  --> STEP: 19 | > loss_disc: 2.639620304107666 (2.384458115226344) | > loss_disc_real_0: 0.08253535628318787 (0.10414782891932287) | > loss_disc_real_1: 0.2839793264865875 (0.19135513117438868) | > loss_disc_real_2: 0.2568163275718689 (0.24988482343523125) | > loss_disc_real_3: 0.2796604335308075 (0.2880640516155644) | > loss_disc_real_4: 0.27608364820480347 (0.26619433807699305) | > loss_disc_real_5: 0.34107816219329834 (0.27864157369262293) | > loss_0: 2.639620304107666 (2.384458115226344) | > loss_gen: 2.3519017696380615 (2.539965140192132) | > loss_kl: 1.9633240699768066 (2.8712947243138363) | > loss_feat: 5.1595330238342285 (6.721514074425948) | > loss_mel: 15.36780071258545 (17.940543425710576) | > loss_duration: 2.346665382385254 (2.32645939525805) | > loss_1: 27.189224243164062 (32.39977686028732)  --> STEP: 20 | > loss_disc: 2.4265732765197754 (2.3865638732910157) | > loss_disc_real_0: 0.09484311193227768 (0.1036825930699706) | > loss_disc_real_1: 0.20075130462646484 (0.1918249398469925) | > loss_disc_real_2: 0.2736244797706604 (0.2510718062520027) | > loss_disc_real_3: 0.2433820515871048 (0.28582995161414143) | > loss_disc_real_4: 0.2531421482563019 (0.2655417285859585) | > loss_disc_real_5: 0.31351983547210693 (0.28038548678159714) | > loss_0: 2.4265732765197754 (2.3865638732910157) | > loss_gen: 2.5888755321502686 (2.542410659790039) | > loss_kl: 2.2887701988220215 (2.8421684980392454) | > loss_feat: 6.460046291351318 (6.708440685272217) | > loss_mel: 19.513246536254883 (18.01917858123779) | > loss_duration: 2.324075698852539 (2.326340210437775) | > loss_1: 33.175010681152344 (32.438538551330566)  --> STEP: 21 | > loss_disc: 2.534087657928467 (2.3935888154166087) | > loss_disc_real_0: 0.1207791119813919 (0.10449671301813353) | > loss_disc_real_1: 0.20605731010437012 (0.19250267176401048) | > loss_disc_real_2: 0.24866606295108795 (0.25095724704719724) | > loss_disc_real_3: 0.2554589509963989 (0.284383713489487) | > loss_disc_real_4: 0.2942436933517456 (0.26690848881290075) | > loss_disc_real_5: 0.25308987498283386 (0.2790856957435608) | > loss_0: 2.534087657928467 (2.3935888154166087) | > loss_gen: 2.2326149940490723 (2.5276584852309454) | > loss_kl: 2.4262540340423584 (2.8223630473727273) | > loss_feat: 4.576510906219482 (6.6069202196030385) | > loss_mel: 15.981584548950195 (17.922150293985997) | > loss_duration: 2.195422649383545 (2.320106040863764) | > loss_1: 27.412385940551758 (32.19919795081729)  --> STEP: 22 | > loss_disc: 2.5107619762420654 (2.3989148681814023) | > loss_disc_real_0: 0.16864752769470215 (0.10741265913979574) | > loss_disc_real_1: 0.20613981783390045 (0.19312254203991455) | > loss_disc_real_2: 0.23089562356472015 (0.250045355070721) | > loss_disc_real_3: 0.3200856149196625 (0.28600652719085856) | > loss_disc_real_4: 0.28665441274642944 (0.2678060308098793) | > loss_disc_real_5: 0.32277753949165344 (0.28107168864120136) | > loss_0: 2.5107619762420654 (2.3989148681814023) | > loss_gen: 2.5860342979431152 (2.530311931263317) | > loss_kl: 2.575233221054077 (2.8111298734491523) | > loss_feat: 7.1382317543029785 (6.631070743907582) | > loss_mel: 17.950847625732422 (17.92345471815629) | > loss_duration: 2.160397529602051 (2.3128465630791406) | > loss_1: 32.410743713378906 (32.20881366729737)  --> STEP: 23 | > loss_disc: 2.5842630863189697 (2.4069734863612964) | > loss_disc_real_0: 0.10254239290952682 (0.10720090843413187) | > loss_disc_real_1: 0.20672008395195007 (0.1937137395143509) | > loss_disc_real_2: 0.2698797881603241 (0.2509077217267907) | > loss_disc_real_3: 0.3528449535369873 (0.28891254572764674) | > loss_disc_real_4: 0.30842655897140503 (0.2695721407299456) | > loss_disc_real_5: 0.33684560656547546 (0.28349664159443067) | > loss_0: 2.5842630863189697 (2.4069734863612964) | > loss_gen: 2.4700429439544678 (2.5276915405107583) | > loss_kl: 2.511538028717041 (2.798104141069495) | > loss_feat: 6.4316840171813965 (6.622401755789052) | > loss_mel: 15.230286598205566 (17.806360452071477) | > loss_duration: 2.246723175048828 (2.3099716331647793) | > loss_1: 28.890274047851562 (32.06452933601712)  --> STEP: 24 | > loss_disc: 2.359724760055542 (2.40500478943189) | > loss_disc_real_0: 0.07044554501771927 (0.10566943495844801) | > loss_disc_real_1: 0.23866526782512665 (0.19558671986063322) | > loss_disc_real_2: 0.2746427357196808 (0.2518966806431611) | > loss_disc_real_3: 0.2936851978302002 (0.28911140623191983) | > loss_disc_real_4: 0.2158750295639038 (0.26733476109802723) | > loss_disc_real_5: 0.2637256383895874 (0.28267284979422885) | > loss_0: 2.359724760055542 (2.40500478943189) | > loss_gen: 2.699862480163574 (2.534865329662959) | > loss_kl: 2.0857417583465576 (2.768422375122706) | > loss_feat: 7.061942100524902 (6.640715936819713) | > loss_mel: 17.96659278869629 (17.813036799430844) | > loss_duration: 2.3982253074645996 (2.3136488695939383) | > loss_1: 32.212364196777344 (32.070689121882126)  --> STEP: 25 | > loss_disc: 2.505075454711914 (2.4090076160430907) | > loss_disc_real_0: 0.06546331197023392 (0.10406119003891945) | > loss_disc_real_1: 0.21911486983299255 (0.1965278458595276) | > loss_disc_real_2: 0.34027963876724243 (0.2554319989681244) | > loss_disc_real_3: 0.3224319517612457 (0.2904442280530929) | > loss_disc_real_4: 0.2521538734436035 (0.26672752559185026) | > loss_disc_real_5: 0.2781182527542114 (0.28249066591262817) | > loss_0: 2.505075454711914 (2.4090076160430907) | > loss_gen: 2.4568135738372803 (2.531743259429932) | > loss_kl: 2.29957914352417 (2.7496686458587645) | > loss_feat: 5.432199001312256 (6.5923752593994145) | > loss_mel: 15.189525604248047 (17.70809635162353) | > loss_duration: 2.3321280479431152 (2.3143880367279053) | > loss_1: 27.71024513244629 (31.89627136230469)  --> STEP: 26 | > loss_disc: 1.7420735359191895 (2.3833563052690945) | > loss_disc_real_0: 0.0732458159327507 (0.10287598334252834) | > loss_disc_real_1: 0.10003349930047989 (0.19281652483802575) | > loss_disc_real_2: 0.30027464032173157 (0.2571567159432631) | > loss_disc_real_3: 0.1836433708667755 (0.2863365027766961) | > loss_disc_real_4: 0.0845668837428093 (0.2597213470591948) | > loss_disc_real_5: 0.26498034596443176 (0.2818171920684668) | > loss_0: 1.7420735359191895 (2.3833563052690945) | > loss_gen: 3.1627097129821777 (2.556011199951172) | > loss_kl: 2.6050405502319336 (2.744106026796194) | > loss_feat: 19.204914093017578 (7.077472906846267) | > loss_mel: 21.730438232421875 (17.862801808577313) | > loss_duration: 2.3134891986846924 (2.3143534660339355) | > loss_1: 49.0165901184082 (32.55474516061636) --> EVAL PERFORMANCE | > avg_loader_time: 0.002507805824279785 (+8.469361525315511e-05) | > avg_loss_disc: 2.3833563052690945 (-0.04332247147193291) | > avg_loss_disc_real_0: 0.10287598334252834 (-0.03571362979710105) | > avg_loss_disc_real_1: 0.19281652483802575 (-0.02963379684549111) | > avg_loss_disc_real_2: 0.2571567159432631 (+0.03653246450882691) | > avg_loss_disc_real_3: 0.2863365027766961 (+0.02606601439989531) | > avg_loss_disc_real_4: 0.2597213470591948 (+0.032905266548578505) | > avg_loss_disc_real_5: 0.2818171920684668 (+0.026615532544943032) | > avg_loss_0: 2.3833563052690945 (-0.04332247147193291) | > avg_loss_gen: 2.556011199951172 (+0.13803425660500102) | > avg_loss_kl: 2.744106026796194 (+0.035561185616713065) | > avg_loss_feat: 7.077472906846267 (+0.39654673062838075) | > avg_loss_mel: 17.862801808577313 (+0.47554984459509697) | > avg_loss_duration: 2.3143534660339355 (-0.018038786374606097) | > avg_loss_1: 32.55474516061636 (+1.027653474074146)  > EPOCH: 460/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:20:58)   --> TIME: 2024-06-11 11:21:08 -- STEP: 24/330 -- GLOBAL_STEP: 239825 | > loss_disc: 2.3143794536590576 (2.3197934726874037) | > loss_disc_real_0: 0.120634064078331 (0.10475128330290318) | > loss_disc_real_1: 0.20622265338897705 (0.19780043264230093) | > loss_disc_real_2: 0.26793280243873596 (0.21031919370094934) | > loss_disc_real_3: 0.24176612496376038 (0.22462238743901253) | > loss_disc_real_4: 0.24257570505142212 (0.22993006743490696) | > loss_disc_real_5: 0.238233745098114 (0.22524349267284074) | > loss_0: 2.3143794536590576 (2.3197934726874037) | > grad_norm_0: tensor(11.8679, device='cuda:0') (tensor(9.6741, device='cuda:0')) | > loss_gen: 2.5843021869659424 (2.5186325808366137) | > loss_kl: 1.7273690700531006 (1.8313011874755223) | > loss_feat: 7.105260372161865 (7.024435957272847) | > loss_mel: 17.735759735107422 (18.10389439264933) | > loss_duration: 1.9798779487609863 (2.073961397012075) | > loss_1: 31.132570266723633 (31.552225430806477) | > grad_norm_1: tensor(155.9313, device='cuda:0') (tensor(112.2074, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3618 (0.3557545046011607) | > loader_time: 0.0031 (0.003096282482147217)  --> TIME: 2024-06-11 11:21:17 -- STEP: 49/330 -- GLOBAL_STEP: 239850 | > loss_disc: 2.443803310394287 (2.3378304559357312) | > loss_disc_real_0: 0.0862412378191948 (0.10803679483277458) | > loss_disc_real_1: 0.1900845170021057 (0.1961058204879566) | > loss_disc_real_2: 0.22407270967960358 (0.21347267895328756) | > loss_disc_real_3: 0.2337980419397354 (0.22650704031087915) | > loss_disc_real_4: 0.2208232432603836 (0.23064562465463365) | > loss_disc_real_5: 0.21670663356781006 (0.22399209014007024) | > loss_0: 2.443803310394287 (2.3378304559357312) | > grad_norm_0: tensor(11.5652, device='cuda:0') (tensor(10.0221, device='cuda:0')) | > loss_gen: 2.3965773582458496 (2.505334518393691) | > loss_kl: 1.9380544424057007 (1.8605718418043486) | > loss_feat: 6.583959579467773 (7.0642484158885726) | > loss_mel: 18.157100677490234 (18.017009268001633) | > loss_duration: 1.9819886684417725 (2.0366219695733516) | > loss_1: 31.057682037353516 (31.483786368856624) | > grad_norm_1: tensor(152.8547, device='cuda:0') (tensor(112.1097, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3708 (0.3631550681834318) | > loader_time: 0.0033 (0.0033774083974410078)  --> TIME: 2024-06-11 11:21:27 -- STEP: 74/330 -- GLOBAL_STEP: 239875 | > loss_disc: 2.2790658473968506 (2.34530735015869) | > loss_disc_real_0: 0.10267874598503113 (0.11112906753614142) | > loss_disc_real_1: 0.1752268522977829 (0.1970932014487885) | > loss_disc_real_2: 0.19844336807727814 (0.21259425902688822) | > loss_disc_real_3: 0.22612883150577545 (0.2281641092252087) | > loss_disc_real_4: 0.21126265823841095 (0.2305547311096578) | > loss_disc_real_5: 0.2199736386537552 (0.2235866340028273) | > loss_0: 2.2790658473968506 (2.34530735015869) | > grad_norm_0: tensor(13.1523, device='cuda:0') (tensor(11.3311, device='cuda:0')) | > loss_gen: 2.576871633529663 (2.4974656072822774) | > loss_kl: 2.1692609786987305 (1.8952066415065043) | > loss_feat: 7.308661937713623 (7.067141474904241) | > loss_mel: 18.342876434326172 (18.045532510087295) | > loss_duration: 1.9173810482025146 (2.0212089467693013) | > loss_1: 32.3150520324707 (31.52655555106498) | > grad_norm_1: tensor(55.4577, device='cuda:0') (tensor(132.8284, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3918 (0.3712456129692696) | > loader_time: 0.0036 (0.003581420795337574)  --> TIME: 2024-06-11 11:21:37 -- STEP: 99/330 -- GLOBAL_STEP: 239900 | > loss_disc: 2.2982215881347656 (2.3474088148637247) | > loss_disc_real_0: 0.15836170315742493 (0.11269548565450341) | > loss_disc_real_1: 0.2113570272922516 (0.19833510873293636) | > loss_disc_real_2: 0.21936745941638947 (0.2120781810295702) | > loss_disc_real_3: 0.21383856236934662 (0.22755717222738747) | > loss_disc_real_4: 0.2264384776353836 (0.2298264526056521) | > loss_disc_real_5: 0.2120790183544159 (0.22253200727881808) | > loss_0: 2.2982215881347656 (2.3474088148637247) | > grad_norm_0: tensor(24.4415, device='cuda:0') (tensor(14.7679, device='cuda:0')) | > loss_gen: 2.582909107208252 (2.4992069066172897) | > loss_kl: 1.8420480489730835 (1.8957598052843652) | > loss_feat: 7.496484756469727 (7.047542254130046) | > loss_mel: 18.17865753173828 (17.98204398877693) | > loss_duration: 2.0376272201538086 (2.0207956583812976) | > loss_1: 32.137725830078125 (31.4453489322855) | > grad_norm_1: tensor(237.6311, device='cuda:0') (tensor(165.8921, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.386 (0.37488339645694) | > loader_time: 0.0042 (0.003740093924782493)  --> TIME: 2024-06-11 11:21:47 -- STEP: 124/330 -- GLOBAL_STEP: 239925 | > loss_disc: 2.3600168228149414 (2.3485362587436542) | > loss_disc_real_0: 0.14690819382667542 (0.11240913833100949) | > loss_disc_real_1: 0.23029862344264984 (0.19710216887535587) | > loss_disc_real_2: 0.21175307035446167 (0.2120746733440507) | > loss_disc_real_3: 0.22064946591854095 (0.22865883152811758) | > loss_disc_real_4: 0.20970971882343292 (0.23015289080719795) | > loss_disc_real_5: 0.18450818955898285 (0.22259324536688865) | > loss_0: 2.3600168228149414 (2.3485362587436542) | > grad_norm_0: tensor(21.0385, device='cuda:0') (tensor(15.3945, device='cuda:0')) | > loss_gen: 2.539714813232422 (2.5020933824200786) | > loss_kl: 1.9163165092468262 (1.9031427560314056) | > loss_feat: 7.328920841217041 (7.070899159677567) | > loss_mel: 18.13215446472168 (18.0049383871017) | > loss_duration: 2.042062282562256 (2.0234678099232326) | > loss_1: 31.959169387817383 (31.504541673967914) | > grad_norm_1: tensor(172.3768, device='cuda:0') (tensor(169.6241, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3683 (0.37491046036443404) | > loader_time: 0.0037 (0.0038238225444670645)  --> TIME: 2024-06-11 11:21:56 -- STEP: 149/330 -- GLOBAL_STEP: 239950 | > loss_disc: 2.3956995010375977 (2.350322272153509) | > loss_disc_real_0: 0.09491916000843048 (0.1134937755613519) | > loss_disc_real_1: 0.19147174060344696 (0.19750236594836984) | > loss_disc_real_2: 0.22015152871608734 (0.21284960700361522) | > loss_disc_real_3: 0.25442448258399963 (0.22836044360727273) | > loss_disc_real_4: 0.23124469816684723 (0.23027772191386894) | > loss_disc_real_5: 0.2180100530385971 (0.2225649443848821) | > loss_0: 2.3956995010375977 (2.350322272153509) | > grad_norm_0: tensor(24.9991, device='cuda:0') (tensor(16.1970, device='cuda:0')) | > loss_gen: 2.421015501022339 (2.4979205819584376) | > loss_kl: 1.904797911643982 (1.9127604145331671) | > loss_feat: 6.566227912902832 (7.073401483113334) | > loss_mel: 17.68033790588379 (18.022243435750877) | > loss_duration: 2.0403738021850586 (2.0260436294862885) | > loss_1: 30.612751007080078 (31.53236966485145) | > grad_norm_1: tensor(416.9057, device='cuda:0') (tensor(180.1594, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3625 (0.3743023328333093) | > loader_time: 0.004 (0.0038831329985753)  --> TIME: 2024-06-11 11:22:06 -- STEP: 174/330 -- GLOBAL_STEP: 239975 | > loss_disc: 2.3893163204193115 (2.349970351690534) | > loss_disc_real_0: 0.07386629283428192 (0.1144072988937641) | > loss_disc_real_1: 0.1853511780500412 (0.1972593438180014) | > loss_disc_real_2: 0.23875315487384796 (0.21274340589498653) | > loss_disc_real_3: 0.22697389125823975 (0.2284533973226602) | > loss_disc_real_4: 0.24661120772361755 (0.22863002643845548) | > loss_disc_real_5: 0.23088006675243378 (0.22333487431550847) | > loss_0: 2.3893163204193115 (2.349970351690534) | > grad_norm_0: tensor(17.8982, device='cuda:0') (tensor(19.2451, device='cuda:0')) | > loss_gen: 2.5410101413726807 (2.5018575506648784) | > loss_kl: 1.8197654485702515 (1.9198492525637836) | > loss_feat: 7.05007791519165 (7.066328136400244) | > loss_mel: 17.293359756469727 (17.974912588623752) | > loss_duration: 2.1254868507385254 (2.0310763093246798) | > loss_1: 30.829700469970703 (31.494023936918413) | > grad_norm_1: tensor(387.1742, device='cuda:0') (tensor(197.3556, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3947 (0.3764139263109229) | > loader_time: 0.0044 (0.003953078697467673)  --> TIME: 2024-06-11 11:22:16 -- STEP: 199/330 -- GLOBAL_STEP: 240000 | > loss_disc: 2.4097766876220703 (2.3547891803722294) | > loss_disc_real_0: 0.20616783201694489 (0.11541015613618208) | > loss_disc_real_1: 0.20607724785804749 (0.1976671628466803) | > loss_disc_real_2: 0.2028954029083252 (0.21331784922872957) | > loss_disc_real_3: 0.23295219242572784 (0.2285594965644817) | > loss_disc_real_4: 0.24811075627803802 (0.23003294854307893) | > loss_disc_real_5: 0.24345466494560242 (0.22250532512389234) | > loss_0: 2.4097766876220703 (2.3547891803722294) | > grad_norm_0: tensor(120.5332, device='cuda:0') (tensor(22.7189, device='cuda:0')) | > loss_gen: 2.5724592208862305 (2.508328924226998) | > loss_kl: 1.7700177431106567 (1.9214106965903661) | > loss_feat: 6.318127155303955 (7.0669989418144805) | > loss_mel: 17.63414192199707 (17.94677072074545) | > loss_duration: 2.15029239654541 (2.0387283222160137) | > loss_1: 30.445037841796875 (31.482237715217934) | > grad_norm_1: tensor(466.6803, device='cuda:0') (tensor(223.8910, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.3885 (0.3784448417586897) | > loader_time: 0.0048 (0.00406859867536842) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_240000.pth  --> TIME: 2024-06-11 11:22:32 -- STEP: 224/330 -- GLOBAL_STEP: 240025 | > loss_disc: 2.383880615234375 (2.3552701952201978) | > loss_disc_real_0: 0.13248378038406372 (0.1174289038005684) | > loss_disc_real_1: 0.20510292053222656 (0.19777751421289788) | > loss_disc_real_2: 0.2040235996246338 (0.21268105121063335) | > loss_disc_real_3: 0.2111223340034485 (0.22823679879573838) | > loss_disc_real_4: 0.24888557195663452 (0.2292690989561379) | > loss_disc_real_5: 0.22171977162361145 (0.2222055289229112) | > loss_0: 2.383880615234375 (2.3552701952201978) | > grad_norm_0: tensor(8.8040, device='cuda:0') (tensor(25.0751, device='cuda:0')) | > loss_gen: 2.5363807678222656 (2.507897174784113) | > loss_kl: 2.0308451652526855 (1.9254708625376225) | > loss_feat: 7.3662896156311035 (7.069008252450398) | > loss_mel: 17.582902908325195 (17.86688866785595) | > loss_duration: 2.166473865509033 (2.0458841792174742) | > loss_1: 31.682891845703125 (31.415149254458292) | > grad_norm_1: tensor(292.0807, device='cuda:0') (tensor(243.1551, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.394 (0.38116961291858126) | > loader_time: 0.0055 (0.0041966044477054045)  --> TIME: 2024-06-11 11:22:43 -- STEP: 249/330 -- GLOBAL_STEP: 240050 | > loss_disc: 2.2668404579162598 (2.353070386442315) | > loss_disc_real_0: 0.11467941105365753 (0.11751220061118345) | > loss_disc_real_1: 0.16350121796131134 (0.19764280014009364) | > loss_disc_real_2: 0.21939004957675934 (0.21269602900049295) | > loss_disc_real_3: 0.2405453771352768 (0.22837503350164037) | > loss_disc_real_4: 0.2307472974061966 (0.22906455110354595) | > loss_disc_real_5: 0.24058888852596283 (0.22193778901693811) | > loss_0: 2.2668404579162598 (2.353070386442315) | > grad_norm_0: tensor(29.9662, device='cuda:0') (tensor(26.1289, device='cuda:0')) | > loss_gen: 2.60734224319458 (2.5037820023226427) | > loss_kl: 1.9254363775253296 (1.9274028486994854) | > loss_feat: 6.770359039306641 (7.06079360280171) | > loss_mel: 17.83167266845703 (17.838462638088977) | > loss_duration: 2.122591972351074 (2.053861573039288) | > loss_1: 31.257400512695312 (31.38430276740507) | > grad_norm_1: tensor(416.1122, device='cuda:0') (tensor(256.0367, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.4119 (0.38603811857690773) | > loader_time: 0.0066 (0.004356518327950473)  --> TIME: 2024-06-11 11:22:54 -- STEP: 274/330 -- GLOBAL_STEP: 240075 | > loss_disc: 2.3847439289093018 (2.354771506177248) | > loss_disc_real_0: 0.1793236881494522 (0.11786733499734942) | > loss_disc_real_1: 0.22341737151145935 (0.1976956445043975) | > loss_disc_real_2: 0.2194875180721283 (0.21309931630635784) | > loss_disc_real_3: 0.23542790114879608 (0.22860510272048687) | > loss_disc_real_4: 0.22123242914676666 (0.2288290283431972) | > loss_disc_real_5: 0.20621035993099213 (0.22179138350443248) | > loss_0: 2.3847439289093018 (2.354771506177248) | > grad_norm_0: tensor(94.0328, device='cuda:0') (tensor(27.2897, device='cuda:0')) | > loss_gen: 2.5964653491973877 (2.503235960528796) | > loss_kl: 1.8433667421340942 (1.930202846109432) | > loss_feat: 7.346621513366699 (7.077422093300924) | > loss_mel: 16.90772819519043 (17.806615940845795) | > loss_duration: 2.149540901184082 (2.0619896963565023) | > loss_1: 30.84372329711914 (31.379466627636095) | > grad_norm_1: tensor(768.6965, device='cuda:0') (tensor(273.4043, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.4317 (0.3903268880217616) | > loader_time: 0.006 (0.0045090722341607084)  --> TIME: 2024-06-11 11:23:05 -- STEP: 299/330 -- GLOBAL_STEP: 240100 | > loss_disc: 2.2582740783691406 (2.3566094856198423) | > loss_disc_real_0: 0.06990209221839905 (0.11836177855730057) | > loss_disc_real_1: 0.20410698652267456 (0.19831944045215152) | > loss_disc_real_2: 0.2153623253107071 (0.2135206580062375) | > loss_disc_real_3: 0.2054840475320816 (0.22847478325949067) | > loss_disc_real_4: 0.1981980949640274 (0.228790150139244) | > loss_disc_real_5: 0.18799178302288055 (0.2217266208252381) | > loss_0: 2.2582740783691406 (2.3566094856198423) | > grad_norm_0: tensor(34.8291, device='cuda:0') (tensor(29.4890, device='cuda:0')) | > loss_gen: 2.640052318572998 (2.505127781609625) | > loss_kl: 1.9013466835021973 (1.930338700080795) | > loss_feat: 7.09381628036499 (7.088082783995663) | > loss_mel: 17.579998016357422 (17.7706910455506) | > loss_duration: 2.2287988662719727 (2.0719334473179347) | > loss_1: 31.444011688232422 (31.3661738366985) | > grad_norm_1: tensor(548.5697, device='cuda:0') (tensor(292.7915, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.4577 (0.39560522682292015) | > loader_time: 0.0066 (0.004671738697932316)  --> TIME: 2024-06-11 11:23:19 -- STEP: 324/330 -- GLOBAL_STEP: 240125 | > loss_disc: 2.5822737216949463 (2.363128871093563) | > loss_disc_real_0: 0.2857343554496765 (0.12069799783237187) | > loss_disc_real_1: 0.2108536660671234 (0.19898358543897854) | > loss_disc_real_2: 0.22159451246261597 (0.21354156107078365) | > loss_disc_real_3: 0.25508275628089905 (0.22889880679639768) | > loss_disc_real_4: 0.3246111273765564 (0.229800857051655) | > loss_disc_real_5: 0.24125425517559052 (0.22219857628698705) | > loss_0: 2.5822737216949463 (2.363128871093563) | > grad_norm_0: tensor(48.8877, device='cuda:0') (tensor(31.4366, device='cuda:0')) | > loss_gen: 2.4399611949920654 (2.508035238142364) | > loss_kl: 2.158064365386963 (1.9356286974600803) | > loss_feat: 9.088961601257324 (7.1365442805820045) | > loss_mel: 17.92206382751465 (17.735094723878085) | > loss_duration: 2.2752413749694824 (2.085904912448225) | > loss_1: 33.88429260253906 (31.401207912115403) | > grad_norm_1: tensor(196.0383, device='cuda:0') (tensor(305.5611, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.5939 (0.40610473538622444) | > loader_time: 0.0099 (0.004931290944417317)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4037251472473145 (2.4037251472473145) | > loss_disc_real_0: 0.1633485108613968 (0.1633485108613968) | > loss_disc_real_1: 0.3010079860687256 (0.3010079860687256) | > loss_disc_real_2: 0.3418443202972412 (0.3418443202972412) | > loss_disc_real_3: 0.26602211594581604 (0.26602211594581604) | > loss_disc_real_4: 0.19331784546375275 (0.19331784546375275) | > loss_disc_real_5: 0.19890333712100983 (0.19890333712100983) | > loss_0: 2.4037251472473145 (2.4037251472473145) | > loss_gen: 3.1728756427764893 (3.1728756427764893) | > loss_kl: 2.3504154682159424 (2.3504154682159424) | > loss_feat: 6.524318695068359 (6.524318695068359) | > loss_mel: 15.300466537475586 (15.300466537475586) | > loss_duration: 2.9697189331054688 (2.9697189331054688) | > loss_1: 30.31779670715332 (30.31779670715332)  --> STEP: 1 | > loss_disc: 2.2519521713256836 (2.2519521713256836) | > loss_disc_real_0: 0.05166902393102646 (0.05166902393102646) | > loss_disc_real_1: 0.24833154678344727 (0.24833154678344727) | > loss_disc_real_2: 0.1880054920911789 (0.1880054920911789) | > loss_disc_real_3: 0.24701836705207825 (0.24701836705207825) | > loss_disc_real_4: 0.28087547421455383 (0.28087547421455383) | > loss_disc_real_5: 0.2918235659599304 (0.2918235659599304) | > loss_0: 2.2519521713256836 (2.2519521713256836) | > loss_gen: 2.607121706008911 (2.607121706008911) | > loss_kl: 2.798933267593384 (2.798933267593384) | > loss_feat: 7.075794696807861 (7.075794696807861) | > loss_mel: 18.383209228515625 (18.383209228515625) | > loss_duration: 2.3590714931488037 (2.3590714931488037) | > loss_1: 33.2241325378418 (33.2241325378418)  --> STEP: 2 | > loss_disc: 2.5705738067626953 (2.4112629890441895) | > loss_disc_real_0: 0.1159299910068512 (0.08379950746893883) | > loss_disc_real_1: 0.24578560888767242 (0.24705857783555984) | > loss_disc_real_2: 0.2866976261138916 (0.23735155910253525) | > loss_disc_real_3: 0.3187965750694275 (0.28290747106075287) | > loss_disc_real_4: 0.29710185527801514 (0.2889886647462845) | > loss_disc_real_5: 0.2978673577308655 (0.29484546184539795) | > loss_0: 2.5705738067626953 (2.4112629890441895) | > loss_gen: 2.6659610271453857 (2.6365413665771484) | > loss_kl: 2.4025659561157227 (2.6007496118545532) | > loss_feat: 6.518692493438721 (6.797243595123291) | > loss_mel: 18.964290618896484 (18.673749923706055) | > loss_duration: 2.5246810913085938 (2.4418762922286987) | > loss_1: 33.07619094848633 (33.15016174316406)  --> STEP: 3 | > loss_disc: 2.2339236736297607 (2.3521498839060464) | > loss_disc_real_0: 0.12824004888534546 (0.0986130212744077) | > loss_disc_real_1: 0.16800887882709503 (0.22070867816607156) | > loss_disc_real_2: 0.26895779371261597 (0.24788697063922882) | > loss_disc_real_3: 0.29515761137008667 (0.28699085116386414) | > loss_disc_real_4: 0.20375944674015045 (0.2605789254109065) | > loss_disc_real_5: 0.22547504305839539 (0.2717219889163971) | > loss_0: 2.2339236736297607 (2.3521498839060464) | > loss_gen: 2.8101229667663574 (2.6944018999735513) | > loss_kl: 2.4388437271118164 (2.546780983606974) | > loss_feat: 7.268501281738281 (6.954329490661621) | > loss_mel: 18.546100616455078 (18.631200154622395) | > loss_duration: 2.294187068939209 (2.392646551132202) | > loss_1: 33.35775375366211 (33.21935907999674)  --> STEP: 4 | > loss_disc: 2.190653085708618 (2.3117756843566895) | > loss_disc_real_0: 0.13128161430358887 (0.106780169531703) | > loss_disc_real_1: 0.16427932679653168 (0.2066013403236866) | > loss_disc_real_2: 0.2205805629491806 (0.24106036871671677) | > loss_disc_real_3: 0.21312205493450165 (0.2685236521065235) | > loss_disc_real_4: 0.19754469394683838 (0.24482036754488945) | > loss_disc_real_5: 0.17762155830860138 (0.24819688126444817) | > loss_0: 2.190653085708618 (2.3117756843566895) | > loss_gen: 2.5734167098999023 (2.664155602455139) | > loss_kl: 2.544588327407837 (2.54623281955719) | > loss_feat: 8.051006317138672 (7.228498697280884) | > loss_mel: 18.888742446899414 (18.69558572769165) | > loss_duration: 2.3883252143859863 (2.391566216945648) | > loss_1: 34.44607925415039 (33.526039123535156)  --> STEP: 5 | > loss_disc: 2.369711399078369 (2.3233628273010254) | > loss_disc_real_0: 0.2808499336242676 (0.1415941223502159) | > loss_disc_real_1: 0.3502567410469055 (0.2353324204683304) | > loss_disc_real_2: 0.21426014602184296 (0.235700324177742) | > loss_disc_real_3: 0.18732090294361115 (0.252283102273941) | > loss_disc_real_4: 0.1935434639453888 (0.23456498682498933) | > loss_disc_real_5: 0.15895675122737885 (0.2303488552570343) | > loss_0: 2.369711399078369 (2.3233628273010254) | > loss_gen: 2.802081346511841 (2.6917407512664795) | > loss_kl: 2.166755199432373 (2.4703372955322265) | > loss_feat: 5.647375106811523 (6.912273979187011) | > loss_mel: 19.89710807800293 (18.935890197753906) | > loss_duration: 2.443286418914795 (2.4019102573394777) | > loss_1: 32.956607818603516 (33.41215286254883)  --> STEP: 6 | > loss_disc: 2.443150281906128 (2.3433274030685425) | > loss_disc_real_0: 0.13192889094352722 (0.13998325044910112) | > loss_disc_real_1: 0.2755945026874542 (0.24204276750485101) | > loss_disc_real_2: 0.2918950021266937 (0.24506610383590063) | > loss_disc_real_3: 0.22981630265712738 (0.24853863567113876) | > loss_disc_real_4: 0.20926298201084137 (0.23034798602263132) | > loss_disc_real_5: 0.20695938169956207 (0.22645060966412225) | > loss_0: 2.443150281906128 (2.3433274030685425) | > loss_gen: 2.519134521484375 (2.6629730463027954) | > loss_kl: 2.8709897994995117 (2.5371127128601074) | > loss_feat: 5.637359619140625 (6.699788252512614) | > loss_mel: 17.340818405151367 (18.670044898986816) | > loss_duration: 2.144423007965088 (2.358995715777079) | > loss_1: 30.512723922729492 (32.92891470591227)  --> STEP: 7 | > loss_disc: 2.4458813667297363 (2.357977969305856) | > loss_disc_real_0: 0.17783090472221375 (0.14539005820240294) | > loss_disc_real_1: 0.2447008490562439 (0.2424224934407643) | > loss_disc_real_2: 0.25424063205718994 (0.24637675072465623) | > loss_disc_real_3: 0.3592216968536377 (0.2643505015543529) | > loss_disc_real_4: 0.329933226108551 (0.24457444889204843) | > loss_disc_real_5: 0.34189456701278687 (0.24294260357107436) | > loss_0: 2.4458813667297363 (2.357977969305856) | > loss_gen: 3.162179708480835 (2.734288283756801) | > loss_kl: 3.3758411407470703 (2.656931059701102) | > loss_feat: 7.648957252502441 (6.835383823939732) | > loss_mel: 18.686399459838867 (18.672381264822825) | > loss_duration: 2.4941816329956055 (2.37830798966544) | > loss_1: 35.367557525634766 (33.277292251586914)  --> STEP: 8 | > loss_disc: 2.5967986583709717 (2.3878305554389954) | > loss_disc_real_0: 0.22424547374248505 (0.1552469851449132) | > loss_disc_real_1: 0.28732383251190186 (0.2480351608246565) | > loss_disc_real_2: 0.22592157125473022 (0.2438198532909155) | > loss_disc_real_3: 0.26516294479370117 (0.26445205695927143) | > loss_disc_real_4: 0.24919481575489044 (0.24515199474990368) | > loss_disc_real_5: 0.26299360394477844 (0.24544897861778736) | > loss_0: 2.5967986583709717 (2.3878305554389954) | > loss_gen: 2.5203847885131836 (2.707550346851349) | > loss_kl: 3.188410758972168 (2.7233660221099854) | > loss_feat: 5.942291259765625 (6.723747253417969) | > loss_mel: 14.10684871673584 (18.10168969631195) | > loss_duration: 2.2543013095855713 (2.3628071546554565) | > loss_1: 28.012235641479492 (32.619160175323486)  --> STEP: 9 | > loss_disc: 2.498734474182129 (2.4001532130771213) | > loss_disc_real_0: 0.3024735152721405 (0.17160548849238288) | > loss_disc_real_1: 0.37914368510246277 (0.2626027746333016) | > loss_disc_real_2: 0.2013312578201294 (0.23909889823860592) | > loss_disc_real_3: 0.22174912691116333 (0.2597072869539261) | > loss_disc_real_4: 0.12767429649829865 (0.232098917166392) | > loss_disc_real_5: 0.21160481870174408 (0.24168851640489367) | > loss_0: 2.498734474182129 (2.4001532130771213) | > loss_gen: 2.7954142093658447 (2.7173129982418485) | > loss_kl: 2.4307785034179688 (2.6908562978108725) | > loss_feat: 10.788663864135742 (7.175404654608832) | > loss_mel: 19.319801330566406 (18.237035433451336) | > loss_duration: 2.1101040840148926 (2.334729035695394) | > loss_1: 37.44476318359375 (33.155338287353516)  --> STEP: 10 | > loss_disc: 2.429539680480957 (2.403091859817505) | > loss_disc_real_0: 0.1733601689338684 (0.17178095653653144) | > loss_disc_real_1: 0.29039543867111206 (0.2653820410370827) | > loss_disc_real_2: 0.226612851023674 (0.23785029351711273) | > loss_disc_real_3: 0.24382314085960388 (0.2581188723444939) | > loss_disc_real_4: 0.2156107872724533 (0.23045010417699813) | > loss_disc_real_5: 0.25661158561706543 (0.24318082332611085) | > loss_0: 2.429539680480957 (2.403091859817505) | > loss_gen: 2.5620005130767822 (2.701781749725342) | > loss_kl: 2.472928524017334 (2.6690635204315187) | > loss_feat: 5.2624311447143555 (6.984107303619385) | > loss_mel: 17.579381942749023 (18.171270084381103) | > loss_duration: 2.373826265335083 (2.338638758659363) | > loss_1: 30.250568389892578 (32.86486129760742)  --> STEP: 11 | > loss_disc: 2.63582444190979 (2.42424936728044) | > loss_disc_real_0: 0.2064882516860962 (0.17493616518649188) | > loss_disc_real_1: 0.2243172973394394 (0.2616488825191151) | > loss_disc_real_2: 0.24891600012779236 (0.23885626684535632) | > loss_disc_real_3: 0.2757473587989807 (0.2597214620221745) | > loss_disc_real_4: 0.2807699739933014 (0.23502463779666208) | > loss_disc_real_5: 0.2576923370361328 (0.24450005184520374) | > loss_0: 2.63582444190979 (2.42424936728044) | > loss_gen: 2.3339226245880127 (2.6683400110764937) | > loss_kl: 3.073730230331421 (2.7058514031496914) | > loss_feat: 5.553223609924316 (6.854026967828924) | > loss_mel: 17.90509033203125 (18.14707192507657) | > loss_duration: 2.4565296173095703 (2.349356109445745) | > loss_1: 31.32249641418457 (32.724646308205344)  --> STEP: 12 | > loss_disc: 2.5620765686035156 (2.435734967390696) | > loss_disc_real_0: 0.10919954627752304 (0.16945811361074448) | > loss_disc_real_1: 0.3796597123146057 (0.271483118335406) | > loss_disc_real_2: 0.27907371520996094 (0.24220772087574005) | > loss_disc_real_3: 0.2856481075286865 (0.2618820158143838) | > loss_disc_real_4: 0.1784953474998474 (0.23031386360526085) | > loss_disc_real_5: 0.21868906915187836 (0.24234913662075996) | > loss_0: 2.5620765686035156 (2.435734967390696) | > loss_gen: 2.619297504425049 (2.6642531355222068) | > loss_kl: 2.9311811923980713 (2.7246288855870566) | > loss_feat: 6.798025131225586 (6.8493601481119795) | > loss_mel: 18.065080642700195 (18.140239318211872) | > loss_duration: 2.3209047317504883 (2.346985161304474) | > loss_1: 32.73448944091797 (32.72546656926473)  --> STEP: 13 | > loss_disc: 2.5490450859069824 (2.4444511303534875) | > loss_disc_real_0: 0.1437995433807373 (0.16748437743920547) | > loss_disc_real_1: 0.22656546533107758 (0.26802791425815) | > loss_disc_real_2: 0.2842898666858673 (0.2454448090149806) | > loss_disc_real_3: 0.24792899191379547 (0.26080870628356934) | > loss_disc_real_4: 0.18882864713668823 (0.22712269310767835) | > loss_disc_real_5: 0.1724318414926529 (0.23697088314936712) | > loss_0: 2.5490450859069824 (2.4444511303534875) | > loss_gen: 2.4423158168792725 (2.6471810340881348) | > loss_kl: 3.0078513622283936 (2.7464152299440823) | > loss_feat: 5.849547386169434 (6.772451474116399) | > loss_mel: 16.746198654174805 (18.033005420978252) | > loss_duration: 2.2534329891204834 (2.3397888403672438) | > loss_1: 30.299346923828125 (32.53884198115422)  --> STEP: 14 | > loss_disc: 2.4095938205718994 (2.4419613225119456) | > loss_disc_real_0: 0.1496647596359253 (0.16621154759611403) | > loss_disc_real_1: 0.32254454493522644 (0.2719219593065126) | > loss_disc_real_2: 0.19407051801681519 (0.24177521680082595) | > loss_disc_real_3: 0.25187182426452637 (0.2601703575679234) | > loss_disc_real_4: 0.29050442576408386 (0.23164995972599303) | > loss_disc_real_5: 0.2870171070098877 (0.24054561342511857) | > loss_0: 2.4095938205718994 (2.4419613225119456) | > loss_gen: 2.763336658477783 (2.655477864401681) | > loss_kl: 3.2632646560668945 (2.783333046095712) | > loss_feat: 7.474399566650391 (6.822590623583112) | > loss_mel: 20.11864471435547 (18.181979656219482) | > loss_duration: 2.4285037517547607 (2.3461256197520663) | > loss_1: 36.04814910888672 (32.78950677599226)  --> STEP: 15 | > loss_disc: 2.575357675552368 (2.4508544127146403) | > loss_disc_real_0: 0.2129223346710205 (0.16932560006777445) | > loss_disc_real_1: 0.33416029810905457 (0.27607118189334867) | > loss_disc_real_2: 0.25764068961143494 (0.24283291498819987) | > loss_disc_real_3: 0.25338494777679443 (0.2597179969151815) | > loss_disc_real_4: 0.22906915843486786 (0.23147790630658469) | > loss_disc_real_5: 0.2149212509393692 (0.2388373225927353) | > loss_0: 2.575357675552368 (2.4508544127146403) | > loss_gen: 2.3625504970550537 (2.6359493732452393) | > loss_kl: 3.23411226272583 (2.813384993871053) | > loss_feat: 6.278214454650879 (6.786298878987631) | > loss_mel: 17.775135040283203 (18.15485668182373) | > loss_duration: 2.352461099624634 (2.346547985076904) | > loss_1: 32.00247573852539 (32.73703804016113)  --> STEP: 16 | > loss_disc: 2.5252153873443604 (2.455501973628998) | > loss_disc_real_0: 0.13278654217720032 (0.16704190894961357) | > loss_disc_real_1: 0.22101189196109772 (0.272629976272583) | > loss_disc_real_2: 0.3162028193473816 (0.24741853401064873) | > loss_disc_real_3: 0.2806059420108795 (0.2610234934836626) | > loss_disc_real_4: 0.24817807972431183 (0.23252166714519262) | > loss_disc_real_5: 0.23123091459274292 (0.23836192209273577) | > loss_0: 2.5252153873443604 (2.455501973628998) | > loss_gen: 2.5226564407348633 (2.6288685649633408) | > loss_kl: 2.864964723587036 (2.816608726978302) | > loss_feat: 8.184259414672852 (6.8736714124679565) | > loss_mel: 18.2344970703125 (18.15983420610428) | > loss_duration: 2.3057498931884766 (2.3439981043338776) | > loss_1: 34.11212921142578 (32.82298123836517)  --> STEP: 17 | > loss_disc: 2.669633626937866 (2.468097953235402) | > loss_disc_real_0: 0.13455533981323242 (0.16513093429453232) | > loss_disc_real_1: 0.3033626973628998 (0.2744377833955428) | > loss_disc_real_2: 0.2617571949958801 (0.2482619846568388) | > loss_disc_real_3: 0.28843405842781067 (0.26263587965684776) | > loss_disc_real_4: 0.3176102638244629 (0.23752687871456146) | > loss_disc_real_5: 0.37927302718162537 (0.24665081062737634) | > loss_0: 2.669633626937866 (2.468097953235402) | > loss_gen: 2.544426441192627 (2.6239013812121224) | > loss_kl: 2.236794948577881 (2.7825020341312183) | > loss_feat: 5.007195472717285 (6.763878710129681) | > loss_mel: 18.02579689025879 (18.151949658113367) | > loss_duration: 2.458859443664551 (2.3507546537062702) | > loss_1: 30.2730712890625 (32.672986535465014)  --> STEP: 18 | > loss_disc: 2.41384220123291 (2.465083744790819) | > loss_disc_real_0: 0.08863849937915802 (0.16088135457701153) | > loss_disc_real_1: 0.3543335497379303 (0.278876437081231) | > loss_disc_real_2: 0.24391397833824158 (0.24802042875025007) | > loss_disc_real_3: 0.26704370975494385 (0.262880759106742) | > loss_disc_real_4: 0.273619681596756 (0.23953203443023893) | > loss_disc_real_5: 0.31371819972991943 (0.25037677668862873) | > loss_0: 2.41384220123291 (2.465083744790819) | > loss_gen: 2.8667972087860107 (2.637395593855116) | > loss_kl: 2.7706363201141357 (2.781842827796936) | > loss_feat: 9.296080589294434 (6.904556592305501) | > loss_mel: 18.541738510131836 (18.173604594336616) | > loss_duration: 2.299304962158203 (2.3478963375091553) | > loss_1: 35.774559020996094 (32.84529611799452)  --> STEP: 19 | > loss_disc: 2.458869695663452 (2.4647566895735893) | > loss_disc_real_0: 0.22600355744361877 (0.16430883893841192) | > loss_disc_real_1: 0.2312297224998474 (0.2763687152611582) | > loss_disc_real_2: 0.1604885458946228 (0.2434134875473223) | > loss_disc_real_3: 0.26410019397735596 (0.2629449398894059) | > loss_disc_real_4: 0.2540775239467621 (0.24029758651005595) | > loss_disc_real_5: 0.23819804191589355 (0.24973579064795845) | > loss_0: 2.458869695663452 (2.4647566895735893) | > loss_gen: 2.501441478729248 (2.630240114111649) | > loss_kl: 2.430602550506592 (2.7633564974132336) | > loss_feat: 7.224056720733643 (6.921372388538561) | > loss_mel: 18.26568603515625 (18.1784509859587) | > loss_duration: 2.3210954666137695 (2.3464857653567663) | > loss_1: 32.742881774902344 (32.83990588941072)  --> STEP: 20 | > loss_disc: 2.3111681938171387 (2.4570772647857666) | > loss_disc_real_0: 0.1668744683265686 (0.16443712040781974) | > loss_disc_real_1: 0.24203896522521973 (0.27465222775936127) | > loss_disc_real_2: 0.29699090123176575 (0.2460923582315445) | > loss_disc_real_3: 0.17227475345134735 (0.258411430567503) | > loss_disc_real_4: 0.22271676361560822 (0.23941854536533355) | > loss_disc_real_5: 0.16344961524009705 (0.24542148187756538) | > loss_0: 2.3111681938171387 (2.4570772647857666) | > loss_gen: 2.6516716480255127 (2.631311690807342) | > loss_kl: 2.323483943939209 (2.7413628697395325) | > loss_feat: 6.37917423248291 (6.894262480735779) | > loss_mel: 18.740310668945312 (18.206543970108033) | > loss_duration: 2.3087329864501953 (2.3445981264114377) | > loss_1: 32.40337371826172 (32.81807928085327)  --> STEP: 21 | > loss_disc: 2.4117798805236816 (2.454920246487572) | > loss_disc_real_0: 0.12651777267456055 (0.16263143718242645) | > loss_disc_real_1: 0.32735273241996765 (0.2771617756003425) | > loss_disc_real_2: 0.29039227962493896 (0.2482018782978966) | > loss_disc_real_3: 0.27834683656692505 (0.2593607356150945) | > loss_disc_real_4: 0.22139011323451996 (0.23856004859719956) | > loss_disc_real_5: 0.24111957848072052 (0.2452166293348585) | > loss_0: 2.4117798805236816 (2.454920246487572) | > loss_gen: 2.8639485836029053 (2.6423896380833214) | > loss_kl: 2.0260729789733887 (2.707301446369716) | > loss_feat: 7.113378524780273 (6.904696578071231) | > loss_mel: 19.0360164642334 (18.24604266030448) | > loss_duration: 2.1523218154907227 (2.335442111605689) | > loss_1: 33.19173812866211 (32.83587255932036)  --> STEP: 22 | > loss_disc: 2.218916177749634 (2.444192788817666) | > loss_disc_real_0: 0.10850939899682999 (0.1601713445376266) | > loss_disc_real_1: 0.2685510814189911 (0.27677038041028107) | > loss_disc_real_2: 0.17346158623695374 (0.2448045922951265) | > loss_disc_real_3: 0.22970840334892273 (0.2580129023302685) | > loss_disc_real_4: 0.1996140033006668 (0.23678977381099353) | > loss_disc_real_5: 0.28914904594421387 (0.24721355736255646) | > loss_0: 2.218916177749634 (2.444192788817666) | > loss_gen: 2.670422077178955 (2.6436638398603955) | > loss_kl: 2.1883504390716553 (2.683712764219804) | > loss_feat: 7.86483907699585 (6.9483394189314405) | > loss_mel: 20.23824691772461 (18.33659739927812) | > loss_duration: 2.168070077896118 (2.3278342918916177) | > loss_1: 35.12992858886719 (32.94014783339067)  --> STEP: 23 | > loss_disc: 2.682197332382202 (2.4545408124509067) | > loss_disc_real_0: 0.2514227032661438 (0.16413879491712735) | > loss_disc_real_1: 0.3210534155368805 (0.27869572976361145) | > loss_disc_real_2: 0.2354930341243744 (0.2443997419398764) | > loss_disc_real_3: 0.22946877777576447 (0.2567718534365944) | > loss_disc_real_4: 0.16301605105400085 (0.23358222064764603) | > loss_disc_real_5: 0.2145456075668335 (0.24579321171926416) | > loss_0: 2.682197332382202 (2.4545408124509067) | > loss_gen: 2.1519596576690674 (2.622285397156425) | > loss_kl: 2.3549602031707764 (2.669419174608977) | > loss_feat: 7.425992965698242 (6.969106964443041) | > loss_mel: 16.800275802612305 (18.269800808118738) | > loss_duration: 2.30582594871521 (2.3268774074056866) | > loss_1: 31.039016723632812 (32.857489959053375)  --> STEP: 24 | > loss_disc: 2.3307912349700928 (2.449384580055873) | > loss_disc_real_0: 0.13835081458091736 (0.16306429573645195) | > loss_disc_real_1: 0.22317826747894287 (0.2763825021684169) | > loss_disc_real_2: 0.26060351729393005 (0.2450748992462953) | > loss_disc_real_3: 0.251368910074234 (0.2565467307964961) | > loss_disc_real_4: 0.18078386783599854 (0.23138228928049406) | > loss_disc_real_5: 0.26275286078453064 (0.24649986376365027) | > loss_0: 2.3307912349700928 (2.449384580055873) | > loss_gen: 2.5898208618164062 (2.620932708183924) | > loss_kl: 2.032784938812256 (2.642892748117447) | > loss_feat: 6.83261775970459 (6.9634199142456055) | > loss_mel: 17.66518211364746 (18.244608362515766) | > loss_duration: 2.389291524887085 (2.329477995634078) | > loss_1: 31.50969696044922 (32.80133191744487)  --> STEP: 25 | > loss_disc: 2.7300901412963867 (2.4606128025054934) | > loss_disc_real_0: 0.12324386835098267 (0.16147147864103317) | > loss_disc_real_1: 0.26795995235443115 (0.2760456001758575) | > loss_disc_real_2: 0.32236361503601074 (0.24816644787788392) | > loss_disc_real_3: 0.2721143364906311 (0.2571694350242615) | > loss_disc_real_4: 0.2590038776397705 (0.23248715281486512) | > loss_disc_real_5: 0.3322654962539673 (0.24993048906326293) | > loss_0: 2.7300901412963867 (2.4606128025054934) | > loss_gen: 2.3618078231811523 (2.6105677127838134) | > loss_kl: 2.42893123626709 (2.6343342876434326) | > loss_feat: 6.201632976531982 (6.93294843673706) | > loss_mel: 17.226533889770508 (18.203885383605957) | > loss_duration: 2.3481545448303223 (2.3302250576019277) | > loss_1: 30.567060470581055 (32.711961059570314)  --> STEP: 26 | > loss_disc: 2.307682991027832 (2.4547308866794295) | > loss_disc_real_0: 0.18759207427501678 (0.16247611693464792) | > loss_disc_real_1: 0.27028369903564453 (0.2758239885935416) | > loss_disc_real_2: 0.21093939244747162 (0.2467346380536373) | > loss_disc_real_3: 0.2560175359249115 (0.257125131212748) | > loss_disc_real_4: 0.3300780951976776 (0.23624065059881943) | > loss_disc_real_5: 0.3137858510017395 (0.2523864645224351) | > loss_0: 2.307682991027832 (2.4547308866794295) | > loss_gen: 3.191284418106079 (2.632902970680824) | > loss_kl: 2.619302272796631 (2.633756133226248) | > loss_feat: 11.721046447753906 (7.117106052545401) | > loss_mel: 19.398929595947266 (18.24984862254216) | > loss_duration: 2.3151674270629883 (2.3296459179658147) | > loss_1: 39.245731353759766 (32.96325991703914) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025128034444955685 (+4.9976202157833195e-06) | > avg_loss_disc: 2.4547308866794295 (+0.07137458141033504) | > avg_loss_disc_real_0: 0.16247611693464792 (+0.059600133592119575) | > avg_loss_disc_real_1: 0.2758239885935416 (+0.08300746375551588) | > avg_loss_disc_real_2: 0.2467346380536373 (-0.01042207788962582) | > avg_loss_disc_real_3: 0.257125131212748 (-0.029211371563948096) | > avg_loss_disc_real_4: 0.23624065059881943 (-0.023480696460375372) | > avg_loss_disc_real_5: 0.2523864645224351 (-0.029430727546031654) | > avg_loss_0: 2.4547308866794295 (+0.07137458141033504) | > avg_loss_gen: 2.632902970680824 (+0.07689177072965192) | > avg_loss_kl: 2.633756133226248 (-0.11034989356994629) | > avg_loss_feat: 7.117106052545401 (+0.0396331456991339) | > avg_loss_mel: 18.24984862254216 (+0.3870468139648473) | > avg_loss_duration: 2.3296459179658147 (+0.015292451931879114) | > avg_loss_1: 32.96325991703914 (+0.40851475642277535)  > EPOCH: 461/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:23:47)   --> TIME: 2024-06-11 11:23:55 -- STEP: 19/330 -- GLOBAL_STEP: 240150 | > loss_disc: 2.26664400100708 (2.3217563252699995) | > loss_disc_real_0: 0.06580329686403275 (0.10456683369059312) | > loss_disc_real_1: 0.21142546832561493 (0.20172317326068878) | > loss_disc_real_2: 0.2243032157421112 (0.20889802904505478) | > loss_disc_real_3: 0.20292890071868896 (0.22136972609319186) | > loss_disc_real_4: 0.24061614274978638 (0.22873701782603012) | > loss_disc_real_5: 0.20438766479492188 (0.22100244854625903) | > loss_0: 2.26664400100708 (2.3217563252699995) | > grad_norm_0: tensor(14.9442, device='cuda:0') (tensor(9.7959, device='cuda:0')) | > loss_gen: 2.522224187850952 (2.4919221526698063) | > loss_kl: 1.9260224103927612 (1.8534671068191528) | > loss_feat: 7.479671001434326 (6.888941363284462) | > loss_mel: 17.220714569091797 (17.950667632253545) | > loss_duration: 2.0347845554351807 (2.0949088460520695) | > loss_1: 31.18341636657715 (31.279907025788958) | > grad_norm_1: tensor(58.7437, device='cuda:0') (tensor(128.9086, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3662 (0.36300896343431976) | > loader_time: 0.0039 (0.0032864369844135487)  --> TIME: 2024-06-11 11:24:04 -- STEP: 44/330 -- GLOBAL_STEP: 240175 | > loss_disc: 2.3061561584472656 (2.312993954528462) | > loss_disc_real_0: 0.12965449690818787 (0.1043189675970511) | > loss_disc_real_1: 0.22224801778793335 (0.19839685715057634) | > loss_disc_real_2: 0.22226141393184662 (0.20934466170993718) | > loss_disc_real_3: 0.2379891574382782 (0.22464591806585138) | > loss_disc_real_4: 0.2163171023130417 (0.22690563852136786) | > loss_disc_real_5: 0.19948451220989227 (0.21815623173659499) | > loss_0: 2.3061561584472656 (2.312993954528462) | > grad_norm_0: tensor(7.1491, device='cuda:0') (tensor(8.6351, device='cuda:0')) | > loss_gen: 2.540928840637207 (2.5210707079280503) | > loss_kl: 2.012104034423828 (1.8592489578507163) | > loss_feat: 7.778694152832031 (7.113113685087725) | > loss_mel: 18.102697372436523 (18.071228547529735) | > loss_duration: 1.9443830251693726 (2.0425283123146403) | > loss_1: 32.378807067871094 (31.60719008879228) | > grad_norm_1: tensor(63.9035, device='cuda:0') (tensor(108.3451, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3651 (0.36805041811682954) | > loader_time: 0.0037 (0.003468708558516069)  --> TIME: 2024-06-11 11:24:14 -- STEP: 69/330 -- GLOBAL_STEP: 240200 | > loss_disc: 2.364790201187134 (2.3254865908968285) | > loss_disc_real_0: 0.13867074251174927 (0.10772681484619777) | > loss_disc_real_1: 0.1684325784444809 (0.19871426773244055) | > loss_disc_real_2: 0.1910327970981598 (0.21094863721425983) | > loss_disc_real_3: 0.20841729640960693 (0.22548884801242663) | > loss_disc_real_4: 0.20083297789096832 (0.22625652193159296) | > loss_disc_real_5: 0.23303256928920746 (0.21786801560201507) | > loss_0: 2.364790201187134 (2.3254865908968285) | > grad_norm_0: tensor(10.3293, device='cuda:0') (tensor(8.4439, device='cuda:0')) | > loss_gen: 2.4677481651306152 (2.5047013414078863) | > loss_kl: 1.9666560888290405 (1.8817221755566804) | > loss_feat: 7.359049320220947 (7.07784618847612) | > loss_mel: 17.296545028686523 (18.058524311452672) | > loss_duration: 1.9602620601654053 (2.0257464578186264) | > loss_1: 31.050260543823242 (31.548540253570113) | > grad_norm_1: tensor(197.6978, device='cuda:0') (tensor(103.4722, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3732 (0.3685969200687132) | > loader_time: 0.0035 (0.0036553818246592646)  --> TIME: 2024-06-11 11:24:23 -- STEP: 94/330 -- GLOBAL_STEP: 240225 | > loss_disc: 2.38787841796875 (2.3318189839099324) | > loss_disc_real_0: 0.16904425621032715 (0.10983932612741247) | > loss_disc_real_1: 0.25898322463035583 (0.19932638711117692) | > loss_disc_real_2: 0.22235654294490814 (0.21089180986931982) | > loss_disc_real_3: 0.24910980463027954 (0.22660984130615883) | > loss_disc_real_4: 0.2381971925497055 (0.22841112442473147) | > loss_disc_real_5: 0.20191030204296112 (0.21818620489632828) | > loss_0: 2.38787841796875 (2.3318189839099324) | > grad_norm_0: tensor(6.0790, device='cuda:0') (tensor(9.1831, device='cuda:0')) | > loss_gen: 2.519120216369629 (2.500401864660548) | > loss_kl: 1.9165936708450317 (1.8863775590632825) | > loss_feat: 6.586362838745117 (7.03229431395835) | > loss_mel: 17.226770401000977 (17.966097892598903) | > loss_duration: 2.031493663787842 (2.0214400088533453) | > loss_1: 30.28034210205078 (31.406611503438747) | > grad_norm_1: tensor(84.2962, device='cuda:0') (tensor(111.8926, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.369 (0.36954377559905355) | > loader_time: 0.0039 (0.0036973445973497755)  --> TIME: 2024-06-11 11:24:33 -- STEP: 119/330 -- GLOBAL_STEP: 240250 | > loss_disc: 2.3257641792297363 (2.3415133672602035) | > loss_disc_real_0: 0.11757342517375946 (0.1122850179046142) | > loss_disc_real_1: 0.20563746988773346 (0.19857400768444325) | > loss_disc_real_2: 0.19133007526397705 (0.2112301251217097) | > loss_disc_real_3: 0.20348215103149414 (0.22767023441671325) | > loss_disc_real_4: 0.21678349375724792 (0.2294067825589861) | > loss_disc_real_5: 0.19827817380428314 (0.21941766443372773) | > loss_0: 2.3257641792297363 (2.3415133672602035) | > grad_norm_0: tensor(4.7323, device='cuda:0') (tensor(9.6575, device='cuda:0')) | > loss_gen: 2.5520200729370117 (2.4971844448762788) | > loss_kl: 2.0071957111358643 (1.906325719937557) | > loss_feat: 7.629751205444336 (7.039234333679456) | > loss_mel: 18.17420768737793 (17.970986005638835) | > loss_duration: 2.008291244506836 (2.0214278417475087) | > loss_1: 32.37146759033203 (31.4351582567231) | > grad_norm_1: tensor(90.2685, device='cuda:0') (tensor(114.2094, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3643 (0.37052631979229067) | > loader_time: 0.0046 (0.003772915912275555)  --> TIME: 2024-06-11 11:24:42 -- STEP: 144/330 -- GLOBAL_STEP: 240275 | > loss_disc: 2.3158011436462402 (2.3468671159611807) | > loss_disc_real_0: 0.11032046377658844 (0.11428527218393153) | > loss_disc_real_1: 0.13653799891471863 (0.19930675894849836) | > loss_disc_real_2: 0.22076158225536346 (0.2115464121517208) | > loss_disc_real_3: 0.2226504385471344 (0.22783682650576034) | > loss_disc_real_4: 0.24589793384075165 (0.2295204352380501) | > loss_disc_real_5: 0.20816458761692047 (0.21980845793667766) | > loss_0: 2.3158011436462402 (2.3468671159611807) | > grad_norm_0: tensor(14.1487, device='cuda:0') (tensor(9.8318, device='cuda:0')) | > loss_gen: 2.5407445430755615 (2.4932156503200535) | > loss_kl: 1.9230748414993286 (1.9122643876406882) | > loss_feat: 7.761209964752197 (7.026046037673949) | > loss_mel: 18.531843185424805 (17.969507879681064) | > loss_duration: 2.027919292449951 (2.0258626482552953) | > loss_1: 32.784793853759766 (31.4268964793947) | > grad_norm_1: tensor(192.5399, device='cuda:0') (tensor(114.5187, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3792 (0.3719878792762757) | > loader_time: 0.0044 (0.003848605685763889)  --> TIME: 2024-06-11 11:24:52 -- STEP: 169/330 -- GLOBAL_STEP: 240300 | > loss_disc: 2.3873698711395264 (2.3504667366750147) | > loss_disc_real_0: 0.11129546165466309 (0.11543833362985645) | > loss_disc_real_1: 0.21937638521194458 (0.19976673464803302) | > loss_disc_real_2: 0.2541465163230896 (0.21209221461115504) | > loss_disc_real_3: 0.23276178538799286 (0.22780133651558465) | > loss_disc_real_4: 0.23237177729606628 (0.22936537756016973) | > loss_disc_real_5: 0.2545013427734375 (0.22035554739145133) | > loss_0: 2.3873698711395264 (2.3504667366750147) | > grad_norm_0: tensor(6.7825, device='cuda:0') (tensor(10.8217, device='cuda:0')) | > loss_gen: 2.5259850025177 (2.4936691529652064) | > loss_kl: 1.9318482875823975 (1.918416964937244) | > loss_feat: 7.423539638519287 (7.040123423175699) | > loss_mel: 17.281558990478516 (17.96670614614995) | > loss_duration: 2.073272228240967 (2.029958535933636) | > loss_1: 31.2362060546875 (31.448874072915704) | > grad_norm_1: tensor(170.7701, device='cuda:0') (tensor(127.1126, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3967 (0.3735148483479516) | > loader_time: 0.0047 (0.0039463381795488165)  --> TIME: 2024-06-11 11:25:02 -- STEP: 194/330 -- GLOBAL_STEP: 240325 | > loss_disc: 2.522630214691162 (2.3533726205530856) | > loss_disc_real_0: 0.15374821424484253 (0.11609507690078204) | > loss_disc_real_1: 0.19692008197307587 (0.19980063204912796) | > loss_disc_real_2: 0.23829425871372223 (0.2125861337504436) | > loss_disc_real_3: 0.24831914901733398 (0.2281937784294492) | > loss_disc_real_4: 0.26762670278549194 (0.22902892867928928) | > loss_disc_real_5: 0.28822168707847595 (0.22112300016523637) | > loss_0: 2.522630214691162 (2.3533726205530856) | > grad_norm_0: tensor(76.0420, device='cuda:0') (tensor(14.2522, device='cuda:0')) | > loss_gen: 2.3956005573272705 (2.490775902246692) | > loss_kl: 2.0967330932617188 (1.9231605050490075) | > loss_feat: 5.865994930267334 (7.015035277789401) | > loss_mel: 17.55487632751465 (17.94107570844828) | > loss_duration: 2.0503714084625244 (2.0364282739531148) | > loss_1: 29.963577270507812 (31.406475548891677) | > grad_norm_1: tensor(317.0063, device='cuda:0') (tensor(152.4654, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3949 (0.3757798954383613) | > loader_time: 0.0046 (0.004044797002654715)  --> TIME: 2024-06-11 11:25:12 -- STEP: 219/330 -- GLOBAL_STEP: 240350 | > loss_disc: 2.3290250301361084 (2.355549740464721) | > loss_disc_real_0: 0.07253344357013702 (0.11560750708460263) | > loss_disc_real_1: 0.16022716462612152 (0.19986575324785763) | > loss_disc_real_2: 0.24370217323303223 (0.21304730758002904) | > loss_disc_real_3: 0.25926321744918823 (0.22876687497580978) | > loss_disc_real_4: 0.2541158199310303 (0.22985018469971608) | > loss_disc_real_5: 0.22578655183315277 (0.22130780772531414) | > loss_0: 2.3290250301361084 (2.355549740464721) | > grad_norm_0: tensor(11.6211, device='cuda:0') (tensor(16.4565, device='cuda:0')) | > loss_gen: 2.72701358795166 (2.496587134931731) | > loss_kl: 1.9941760301589966 (1.928810941574236) | > loss_feat: 7.526832580566406 (7.03165863420321) | > loss_mel: 17.11240005493164 (17.89954186356775) | > loss_duration: 2.122983455657959 (2.043591623981251) | > loss_1: 31.4834041595459 (31.400190074694212) | > grad_norm_1: tensor(398.6393, device='cuda:0') (tensor(174.1262, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.3971 (0.3785456522414673) | > loader_time: 0.005 (0.0041715935485003765)  --> TIME: 2024-06-11 11:25:23 -- STEP: 244/330 -- GLOBAL_STEP: 240375 | > loss_disc: 2.4030065536499023 (2.354935483854326) | > loss_disc_real_0: 0.14688274264335632 (0.11614265268454786) | > loss_disc_real_1: 0.2006908506155014 (0.19940527778912764) | > loss_disc_real_2: 0.1841801106929779 (0.21291956366574177) | > loss_disc_real_3: 0.2287648618221283 (0.22903691940620297) | > loss_disc_real_4: 0.22777783870697021 (0.2294918381776966) | > loss_disc_real_5: 0.2414039522409439 (0.22151405345953878) | > loss_0: 2.4030065536499023 (2.354935483854326) | > grad_norm_0: tensor(34.1393, device='cuda:0') (tensor(19.1458, device='cuda:0')) | > loss_gen: 2.6588492393493652 (2.4979174889501987) | > loss_kl: 1.9032636880874634 (1.9328766421216432) | > loss_feat: 7.172428131103516 (7.040767499657928) | > loss_mel: 17.296079635620117 (17.853900409135665) | > loss_duration: 2.0556256771087646 (2.0518150950064444) | > loss_1: 31.08624839782715 (31.37727705377047) | > grad_norm_1: tensor(554.1083, device='cuda:0') (tensor(200.4566, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.4319 (0.38296064587890116) | > loader_time: 0.0059 (0.004319391289695366)  --> TIME: 2024-06-11 11:25:34 -- STEP: 269/330 -- GLOBAL_STEP: 240400 | > loss_disc: 2.225884199142456 (2.351737415923506) | > loss_disc_real_0: 0.10213301330804825 (0.11599192106369259) | > loss_disc_real_1: 0.22979328036308289 (0.19986420465446317) | > loss_disc_real_2: 0.24756047129631042 (0.21303222043142) | > loss_disc_real_3: 0.22848020493984222 (0.22849426980798573) | > loss_disc_real_4: 0.18797779083251953 (0.22866371102271027) | > loss_disc_real_5: 0.19903303682804108 (0.22107430644416454) | > loss_0: 2.225884199142456 (2.351737415923506) | > grad_norm_0: tensor(48.9004, device='cuda:0') (tensor(20.8743, device='cuda:0')) | > loss_gen: 2.5456299781799316 (2.500123206567588) | > loss_kl: 2.08524227142334 (1.9370660741976202) | > loss_feat: 7.42619514465332 (7.067863560077426) | > loss_mel: 17.490333557128906 (17.816497533294793) | > loss_duration: 2.155381202697754 (2.0597284713199167) | > loss_1: 31.702781677246094 (31.381278764802726) | > grad_norm_1: tensor(588.2123, device='cuda:0') (tensor(219.4250, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.4336 (0.38743236694194116) | > loader_time: 0.0057 (0.004467440360540796)  --> TIME: 2024-06-11 11:25:46 -- STEP: 294/330 -- GLOBAL_STEP: 240425 | > loss_disc: 2.2951738834381104 (2.349363095906317) | > loss_disc_real_0: 0.07583152502775192 (0.11588754459303252) | > loss_disc_real_1: 0.19558249413967133 (0.19960271288343026) | > loss_disc_real_2: 0.2038571685552597 (0.2125263915580957) | > loss_disc_real_3: 0.23513439297676086 (0.22851912347840614) | > loss_disc_real_4: 0.25840112566947937 (0.22894646181743972) | > loss_disc_real_5: 0.26173633337020874 (0.22121750274483037) | > loss_0: 2.2951738834381104 (2.349363095906317) | > grad_norm_0: tensor(27.8933, device='cuda:0') (tensor(23.1538, device='cuda:0')) | > loss_gen: 2.6677119731903076 (2.5047263507129385) | > loss_kl: 2.1102194786071777 (1.9421136006206072) | > loss_feat: 7.178191184997559 (7.092815410523188) | > loss_mel: 17.135215759277344 (17.772282269536227) | > loss_duration: 2.2025394439697266 (2.069441550848438) | > loss_1: 31.29387664794922 (31.38137908857696) | > grad_norm_1: tensor(562.9467, device='cuda:0') (tensor(240.2106, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.4602 (0.39303036449717826) | > loader_time: 0.0065 (0.00464282392644558)  --> TIME: 2024-06-11 11:26:00 -- STEP: 319/330 -- GLOBAL_STEP: 240450 | > loss_disc: 2.3201372623443604 (2.3512093101549305) | > loss_disc_real_0: 0.06775449216365814 (0.11772729643273129) | > loss_disc_real_1: 0.19842694699764252 (0.20000329398809932) | > loss_disc_real_2: 0.21173985302448273 (0.2125257235896251) | > loss_disc_real_3: 0.22084608674049377 (0.22828106918491914) | > loss_disc_real_4: 0.20898890495300293 (0.2288489873319584) | > loss_disc_real_5: 0.22092671692371368 (0.22113209733955538) | > loss_0: 2.3201372623443604 (2.3512093101549305) | > grad_norm_0: tensor(40.1851, device='cuda:0') (tensor(25.7021, device='cuda:0')) | > loss_gen: 2.3355305194854736 (2.505945787908142) | > loss_kl: 2.0691378116607666 (1.9448461700756348) | > loss_feat: 8.742387771606445 (7.120391986213134) | > loss_mel: 17.740434646606445 (17.73667115477558) | > loss_duration: 2.268174171447754 (2.0829799896497354) | > loss_1: 33.15566635131836 (31.39083498174494) | > grad_norm_1: tensor(398.6029, device='cuda:0') (tensor(256.3794, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.5933 (0.4044481855948518) | > loader_time: 0.0095 (0.004917827145806676)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.474482774734497 (2.474482774734497) | > loss_disc_real_0: 0.07666768878698349 (0.07666768878698349) | > loss_disc_real_1: 0.21620194613933563 (0.21620194613933563) | > loss_disc_real_2: 0.20201972126960754 (0.20201972126960754) | > loss_disc_real_3: 0.26021409034729004 (0.26021409034729004) | > loss_disc_real_4: 0.2448272556066513 (0.2448272556066513) | > loss_disc_real_5: 0.25564566254615784 (0.25564566254615784) | > loss_0: 2.474482774734497 (2.474482774734497) | > loss_gen: 2.1174585819244385 (2.1174585819244385) | > loss_kl: 2.5382111072540283 (2.5382111072540283) | > loss_feat: 5.49180269241333 (5.49180269241333) | > loss_mel: 14.545392990112305 (14.545392990112305) | > loss_duration: 2.776555061340332 (2.776555061340332) | > loss_1: 27.46942138671875 (27.46942138671875)  --> STEP: 1 | > loss_disc: 2.339350700378418 (2.339350700378418) | > loss_disc_real_0: 0.11808274686336517 (0.11808274686336517) | > loss_disc_real_1: 0.13846804201602936 (0.13846804201602936) | > loss_disc_real_2: 0.1323424130678177 (0.1323424130678177) | > loss_disc_real_3: 0.17055217921733856 (0.17055217921733856) | > loss_disc_real_4: 0.2249816209077835 (0.2249816209077835) | > loss_disc_real_5: 0.16440609097480774 (0.16440609097480774) | > loss_0: 2.339350700378418 (2.339350700378418) | > loss_gen: 2.022796630859375 (2.022796630859375) | > loss_kl: 2.9325854778289795 (2.9325854778289795) | > loss_feat: 7.131864547729492 (7.131864547729492) | > loss_mel: 16.308006286621094 (16.308006286621094) | > loss_duration: 2.379924774169922 (2.379924774169922) | > loss_1: 30.775177001953125 (30.775177001953125)  --> STEP: 2 | > loss_disc: 2.2672598361968994 (2.3033052682876587) | > loss_disc_real_0: 0.030911771580576897 (0.07449725922197104) | > loss_disc_real_1: 0.2755065858364105 (0.20698731392621994) | > loss_disc_real_2: 0.27933207154273987 (0.20583724230527878) | > loss_disc_real_3: 0.25452423095703125 (0.2125382050871849) | > loss_disc_real_4: 0.21593715250492096 (0.22045938670635223) | > loss_disc_real_5: 0.19893287122249603 (0.18166948109865189) | > loss_0: 2.2672598361968994 (2.3033052682876587) | > loss_gen: 2.5025367736816406 (2.262666702270508) | > loss_kl: 3.2144694328308105 (3.073527455329895) | > loss_feat: 5.970541477203369 (6.551203012466431) | > loss_mel: 18.57992935180664 (17.443967819213867) | > loss_duration: 2.4697108268737793 (2.4248178005218506) | > loss_1: 32.737186431884766 (31.756181716918945)  --> STEP: 3 | > loss_disc: 2.4203274250030518 (2.3423126538594565) | > loss_disc_real_0: 0.18752792477607727 (0.11217414774000645) | > loss_disc_real_1: 0.19117453694343567 (0.20171638826529184) | > loss_disc_real_2: 0.24040375649929047 (0.21735941370328268) | > loss_disc_real_3: 0.2184695303440094 (0.2145153135061264) | > loss_disc_real_4: 0.23488664627075195 (0.22526847322781882) | > loss_disc_real_5: 0.1803293377161026 (0.18122276663780212) | > loss_0: 2.4203274250030518 (2.3423126538594565) | > loss_gen: 2.322395086288452 (2.2825761636098227) | > loss_kl: 3.459886074066162 (3.2023136615753174) | > loss_feat: 7.875579833984375 (6.992661952972412) | > loss_mel: 19.134708404541016 (18.007548014322918) | > loss_duration: 2.275587558746338 (2.3750743865966797) | > loss_1: 35.06815719604492 (32.86017354329427)  --> STEP: 4 | > loss_disc: 2.3406288623809814 (2.3418917059898376) | > loss_disc_real_0: 0.10368785262107849 (0.11005257396027446) | > loss_disc_real_1: 0.15930797159671783 (0.19111428409814835) | > loss_disc_real_2: 0.2465875744819641 (0.22466645389795303) | > loss_disc_real_3: 0.2635727822780609 (0.22677968069911003) | > loss_disc_real_4: 0.2522962987422943 (0.23202542960643768) | > loss_disc_real_5: 0.25020793080329895 (0.19846905767917633) | > loss_0: 2.3406288623809814 (2.3418917059898376) | > loss_gen: 2.432919502258301 (2.320161998271942) | > loss_kl: 2.81842303276062 (3.106341004371643) | > loss_feat: 7.294999122619629 (7.068246245384216) | > loss_mel: 16.666370391845703 (17.672253608703613) | > loss_duration: 2.3794822692871094 (2.376176357269287) | > loss_1: 31.592193603515625 (32.54317855834961)  --> STEP: 5 | > loss_disc: 2.237678050994873 (2.3210489749908447) | > loss_disc_real_0: 0.14345085620880127 (0.11673223040997982) | > loss_disc_real_1: 0.17912214994430542 (0.18871585726737977) | > loss_disc_real_2: 0.1673460304737091 (0.21320236921310426) | > loss_disc_real_3: 0.23137274384498596 (0.22769829332828523) | > loss_disc_real_4: 0.23435001075267792 (0.23249034583568573) | > loss_disc_real_5: 0.1990954428911209 (0.19859433472156524) | > loss_0: 2.237678050994873 (2.3210489749908447) | > loss_gen: 2.5040676593780518 (2.356943130493164) | > loss_kl: 2.2172112464904785 (2.9285150527954102) | > loss_feat: 6.108423233032227 (6.876281642913819) | > loss_mel: 17.988100051879883 (17.735422897338868) | > loss_duration: 2.3455607891082764 (2.370053243637085) | > loss_1: 31.163362503051758 (32.26721534729004)  --> STEP: 6 | > loss_disc: 2.3860418796539307 (2.331881125768026) | > loss_disc_real_0: 0.04708867520093918 (0.10512497120847304) | > loss_disc_real_1: 0.13070014119148254 (0.17904657125473022) | > loss_disc_real_2: 0.18847237527370453 (0.20908070355653763) | > loss_disc_real_3: 0.32947689294815063 (0.24466139326492944) | > loss_disc_real_4: 0.24912381172180176 (0.2352625901500384) | > loss_disc_real_5: 0.2399042248725891 (0.20547931641340256) | > loss_0: 2.3860418796539307 (2.331881125768026) | > loss_gen: 2.1538891792297363 (2.3231008052825928) | > loss_kl: 3.1472103595733643 (2.964964270591736) | > loss_feat: 6.265814781188965 (6.774537165959676) | > loss_mel: 18.244142532348633 (17.820209503173828) | > loss_duration: 2.141594171524048 (2.3319767316182456) | > loss_1: 31.95265007019043 (32.21478780110677)  --> STEP: 7 | > loss_disc: 2.5045554637908936 (2.3565488883427212) | > loss_disc_real_0: 0.14195460081100464 (0.11038634686597756) | > loss_disc_real_1: 0.3100992441177368 (0.19776838166373117) | > loss_disc_real_2: 0.21425804495811462 (0.2098203237567629) | > loss_disc_real_3: 0.2848658859729767 (0.25040489222322193) | > loss_disc_real_4: 0.28150343894958496 (0.24186842569283076) | > loss_disc_real_5: 0.274578720331192 (0.21535065983022963) | > loss_0: 2.5045554637908936 (2.3565488883427212) | > loss_gen: 2.6755940914154053 (2.373456989015852) | > loss_kl: 3.5922884941101074 (3.054582016808646) | > loss_feat: 5.432508945465088 (6.582818848746164) | > loss_mel: 17.838552474975586 (17.822829927716935) | > loss_duration: 2.508291244506836 (2.3571645191737582) | > loss_1: 32.04723358154297 (32.190851484026226)  --> STEP: 8 | > loss_disc: 2.501051187515259 (2.3746116757392883) | > loss_disc_real_0: 0.08116181939840317 (0.10673328093253076) | > loss_disc_real_1: 0.27837124466896057 (0.20784373953938484) | > loss_disc_real_2: 0.2046981155872345 (0.20918004773557186) | > loss_disc_real_3: 0.28604602813720703 (0.25486003421247005) | > loss_disc_real_4: 0.1911473125219345 (0.23552828654646873) | > loss_disc_real_5: 0.21116217970848083 (0.21482709981501102) | > loss_0: 2.501051187515259 (2.3746116757392883) | > loss_gen: 2.1204028129577637 (2.3418252170085907) | > loss_kl: 2.8301682472229004 (3.026530295610428) | > loss_feat: 7.6493916511535645 (6.716140449047089) | > loss_mel: 14.552266120910645 (17.41400945186615) | > loss_duration: 2.2039151191711426 (2.3380083441734314) | > loss_1: 29.356143951416016 (31.83651304244995)  --> STEP: 9 | > loss_disc: 2.140826940536499 (2.3486355940500894) | > loss_disc_real_0: 0.2357446551322937 (0.12106787806583776) | > loss_disc_real_1: 0.13275198638439178 (0.1995002114110523) | > loss_disc_real_2: 0.13240548968315125 (0.2006495412853029) | > loss_disc_real_3: 0.1550491452217102 (0.24376993543571895) | > loss_disc_real_4: 0.16915465891361237 (0.22815343903170693) | > loss_disc_real_5: 0.14856009185314178 (0.2074640989303589) | > loss_0: 2.140826940536499 (2.3486355940500894) | > loss_gen: 2.5043153762817383 (2.3598796791500516) | > loss_kl: 2.515575885772705 (2.9697575834062366) | > loss_feat: 9.939579010009766 (7.074300289154053) | > loss_mel: 19.28363800048828 (17.621745957268608) | > loss_duration: 2.089700937271118 (2.310418632295397) | > loss_1: 36.33280944824219 (32.33610153198242)  --> STEP: 10 | > loss_disc: 2.3888907432556152 (2.352661108970642) | > loss_disc_real_0: 0.10260908305644989 (0.11922199856489897) | > loss_disc_real_1: 0.2148507535457611 (0.20103526562452317) | > loss_disc_real_2: 0.1995679885149002 (0.20054138600826263) | > loss_disc_real_3: 0.23648156225681305 (0.24304109811782837) | > loss_disc_real_4: 0.20338529348373413 (0.22567662447690964) | > loss_disc_real_5: 0.26922088861465454 (0.21363977789878846) | > loss_0: 2.3888907432556152 (2.352661108970642) | > loss_gen: 2.2946784496307373 (2.35335955619812) | > loss_kl: 2.9157068729400635 (2.964352512359619) | > loss_feat: 6.0284743309021 (6.969717693328858) | > loss_mel: 16.68613624572754 (17.528184986114503) | > loss_duration: 2.3705246448516846 (2.3164292335510255) | > loss_1: 30.295520782470703 (32.13204345703125)  --> STEP: 11 | > loss_disc: 2.1022162437438965 (2.329893393950029) | > loss_disc_real_0: 0.10105708241462708 (0.11757064255123789) | > loss_disc_real_1: 0.19986790418624878 (0.20092914185740732) | > loss_disc_real_2: 0.13867883384227753 (0.1949175176295367) | > loss_disc_real_3: 0.23424243927001953 (0.24224122004075485) | > loss_disc_real_4: 0.18367132544517517 (0.22185796092857013) | > loss_disc_real_5: 0.16022053360939026 (0.2087834829633886) | > loss_0: 2.1022162437438965 (2.329893393950029) | > loss_gen: 2.297075033187866 (2.3482427813790063) | > loss_kl: 2.70634388923645 (2.9408971829847856) | > loss_feat: 7.529128551483154 (7.020573225888339) | > loss_mel: 17.40379524230957 (17.51687682758678) | > loss_duration: 2.443798303604126 (2.3280082399194892) | > loss_1: 32.38014221191406 (32.15459788929332)  --> STEP: 12 | > loss_disc: 2.3604140281677246 (2.3324367801348367) | > loss_disc_real_0: 0.0852971151471138 (0.11488118193422754) | > loss_disc_real_1: 0.15321452915668488 (0.1969529241323471) | > loss_disc_real_2: 0.19735665619373322 (0.1951207791765531) | > loss_disc_real_3: 0.21955646574497223 (0.24035082384943962) | > loss_disc_real_4: 0.19870461523532867 (0.21992851545413336) | > loss_disc_real_5: 0.15379849076271057 (0.20420140027999878) | > loss_0: 2.3604140281677246 (2.3324367801348367) | > loss_gen: 1.9891741275787354 (2.3183203935623173) | > loss_kl: 3.2885239124298096 (2.969866077105204) | > loss_feat: 6.248726844787598 (6.956252694129944) | > loss_mel: 18.013246536254883 (17.558240969975788) | > loss_duration: 2.2838125228881836 (2.3243252635002136) | > loss_1: 31.823482513427734 (32.12700494130452)  --> STEP: 13 | > loss_disc: 2.3864173889160156 (2.336589134656466) | > loss_disc_real_0: 0.09940928220748901 (0.11369103580140151) | > loss_disc_real_1: 0.1562136858701706 (0.19381913657371813) | > loss_disc_real_2: 0.19208765029907227 (0.19488746157059303) | > loss_disc_real_3: 0.25811997056007385 (0.24171768128871918) | > loss_disc_real_4: 0.23637089133262634 (0.2211933135986328) | > loss_disc_real_5: 0.21091461181640625 (0.20471780116741473) | > loss_0: 2.3864173889160156 (2.336589134656466) | > loss_gen: 2.2759480476379395 (2.315060982337365) | > loss_kl: 3.3872311115264893 (3.0019710797529955) | > loss_feat: 7.656291961669922 (7.010101868556096) | > loss_mel: 16.83811378479004 (17.50284657111535) | > loss_duration: 2.247152805328369 (2.318388920563918) | > loss_1: 32.40473937988281 (32.14836912888747)  --> STEP: 14 | > loss_disc: 2.389155626296997 (2.340343884059361) | > loss_disc_real_0: 0.0755494013428688 (0.11096663334007774) | > loss_disc_real_1: 0.14764803647994995 (0.1905212008527347) | > loss_disc_real_2: 0.16006578505039215 (0.19240019896200725) | > loss_disc_real_3: 0.2118467092514038 (0.23958404042891093) | > loss_disc_real_4: 0.24100887775421143 (0.222608711038317) | > loss_disc_real_5: 0.19501233100891113 (0.2040245532989502) | > loss_0: 2.389155626296997 (2.340343884059361) | > loss_gen: 1.9675383567810059 (2.290237937654768) | > loss_kl: 3.318817377090454 (3.0246029581342424) | > loss_feat: 6.112540245056152 (6.945990324020386) | > loss_mel: 19.519399642944336 (17.64688607624599) | > loss_duration: 2.384477138519287 (2.32310950756073) | > loss_1: 33.302772521972656 (32.23082651410784)  --> STEP: 15 | > loss_disc: 2.302586078643799 (2.337826697031657) | > loss_disc_real_0: 0.16065888106822968 (0.11427944985528787) | > loss_disc_real_1: 0.17673586308956146 (0.18960217833518983) | > loss_disc_real_2: 0.1687462031841278 (0.19082326591014862) | > loss_disc_real_3: 0.18205000460147858 (0.23574843804041545) | > loss_disc_real_4: 0.2239391952753067 (0.22269740998744963) | > loss_disc_real_5: 0.21143819391727448 (0.20451879600683848) | > loss_0: 2.302586078643799 (2.337826697031657) | > loss_gen: 2.2628073692321777 (2.2884092330932617) | > loss_kl: 3.1649162769317627 (3.0339571793874103) | > loss_feat: 7.93312406539917 (7.011799240112305) | > loss_mel: 18.155221939086914 (17.680775133768716) | > loss_duration: 2.265049457550049 (2.3192388375600177) | > loss_1: 33.78112030029297 (32.33417943318685)  --> STEP: 16 | > loss_disc: 2.1908721923828125 (2.328642040491104) | > loss_disc_real_0: 0.07723098248243332 (0.11196392064448446) | > loss_disc_real_1: 0.21927300095558167 (0.1914566047489643) | > loss_disc_real_2: 0.18926601111888885 (0.19072593748569489) | > loss_disc_real_3: 0.2615810036659241 (0.23736297339200974) | > loss_disc_real_4: 0.25202450156211853 (0.22453035321086645) | > loss_disc_real_5: 0.12837393581867218 (0.1997597422450781) | > loss_0: 2.1908721923828125 (2.328642040491104) | > loss_gen: 2.4599483013153076 (2.2991304248571396) | > loss_kl: 2.9299910068511963 (3.027459293603897) | > loss_feat: 8.013927459716797 (7.0744322538375854) | > loss_mel: 16.293346405029297 (17.594060838222504) | > loss_duration: 2.309469223022461 (2.3186282366514206) | > loss_1: 32.006683349609375 (32.31371092796326)  --> STEP: 17 | > loss_disc: 2.3819804191589355 (2.331779592177447) | > loss_disc_real_0: 0.12095886468887329 (0.11249303500003674) | > loss_disc_real_1: 0.18137915432453156 (0.1908638135475271) | > loss_disc_real_2: 0.1870604157447815 (0.1905103185597588) | > loss_disc_real_3: 0.2480970174074173 (0.23799438774585724) | > loss_disc_real_4: 0.2229975461959839 (0.22444018809234395) | > loss_disc_real_5: 0.33310338854789734 (0.20760348614524393) | > loss_0: 2.3819804191589355 (2.331779592177447) | > loss_gen: 2.3103153705596924 (2.2997883628396427) | > loss_kl: 2.336289405822754 (2.986802241381477) | > loss_feat: 7.415437698364258 (7.094491397633272) | > loss_mel: 18.323942184448242 (17.63699503505931) | > loss_duration: 2.433687210083008 (2.325396411559161) | > loss_1: 32.819671630859375 (32.34347332225126)  --> STEP: 18 | > loss_disc: 2.2958498001098633 (2.329783492618137) | > loss_disc_real_0: 0.09595450758934021 (0.11157422792166471) | > loss_disc_real_1: 0.19283704459667206 (0.1909734374947018) | > loss_disc_real_2: 0.13923971354961395 (0.18766195161475074) | > loss_disc_real_3: 0.23568527400493622 (0.2378661036491394) | > loss_disc_real_4: 0.23324714601039886 (0.2249294635322359) | > loss_disc_real_5: 0.14098329842090607 (0.20390236460500294) | > loss_0: 2.2958498001098633 (2.329783492618137) | > loss_gen: 2.1647539138793945 (2.2922864490085177) | > loss_kl: 2.8257040977478027 (2.9778523445129395) | > loss_feat: 7.936596393585205 (7.14127500851949) | > loss_mel: 19.529569625854492 (17.742138067881267) | > loss_duration: 2.2527947425842285 (2.321362985504998) | > loss_1: 34.70941925048828 (32.47491476270888)  --> STEP: 19 | > loss_disc: 2.6241469383239746 (2.345276305550023) | > loss_disc_real_0: 0.23343537747859955 (0.11798797263518761) | > loss_disc_real_1: 0.25878849625587463 (0.1945426511137109) | > loss_disc_real_2: 0.1862775832414627 (0.1875890901214198) | > loss_disc_real_3: 0.24604089558124542 (0.23829635585609235) | > loss_disc_real_4: 0.29617032408714294 (0.22867898250880994) | > loss_disc_real_5: 0.3071236312389374 (0.20933506284889422) | > loss_0: 2.6241469383239746 (2.345276305550023) | > loss_gen: 2.5740673542022705 (2.3071170229660836) | > loss_kl: 2.2565181255340576 (2.939887385619314) | > loss_feat: 7.211504936218262 (7.144971320503636) | > loss_mel: 17.755958557128906 (17.742865462052194) | > loss_duration: 2.3118505477905273 (2.320862330888447) | > loss_1: 32.109901428222656 (32.45570353457802)  --> STEP: 20 | > loss_disc: 2.5954971313476562 (2.357787346839905) | > loss_disc_real_0: 0.14263620972633362 (0.1192203844897449) | > loss_disc_real_1: 0.1505221575498581 (0.19234162643551828) | > loss_disc_real_2: 0.25843343138694763 (0.1911313071846962) | > loss_disc_real_3: 0.20013439655303955 (0.2363882578909397) | > loss_disc_real_4: 0.2650269865989685 (0.23049638271331788) | > loss_disc_real_5: 0.23223327100276947 (0.210479973256588) | > loss_0: 2.5954971313476562 (2.357787346839905) | > loss_gen: 2.237740993499756 (2.303648221492767) | > loss_kl: 2.2814888954162598 (2.9069674611091614) | > loss_feat: 5.544105052947998 (7.064928007125855) | > loss_mel: 18.378305435180664 (17.774637460708618) | > loss_duration: 2.3278446197509766 (2.3212114453315733) | > loss_1: 30.769485473632812 (32.37139263153076)  --> STEP: 21 | > loss_disc: 2.3699140548706055 (2.358364809127081) | > loss_disc_real_0: 0.0988539457321167 (0.11825055407271498) | > loss_disc_real_1: 0.2008863389492035 (0.19274851750759853) | > loss_disc_real_2: 0.2875896692276001 (0.1957245625200726) | > loss_disc_real_3: 0.23512877523899078 (0.23632828252656118) | > loss_disc_real_4: 0.24376672506332397 (0.23112830377760388) | > loss_disc_real_5: 0.2049565613269806 (0.21021695364089238) | > loss_0: 2.3699140548706055 (2.358364809127081) | > loss_gen: 2.322232484817505 (2.3045331864129928) | > loss_kl: 2.9698383808135986 (2.90996131442842) | > loss_feat: 4.296994209289551 (6.933121635800316) | > loss_mel: 16.875364303588867 (17.7318149294172) | > loss_duration: 2.1585795879364014 (2.3134670711698986) | > loss_1: 28.623008728027344 (32.19289815993536)  --> STEP: 22 | > loss_disc: 2.2854599952697754 (2.3550509539517486) | > loss_disc_real_0: 0.05996501073241234 (0.11560121119361032) | > loss_disc_real_1: 0.14174240827560425 (0.19043005799705331) | > loss_disc_real_2: 0.1877908706665039 (0.1953639401630922) | > loss_disc_real_3: 0.19311131536960602 (0.23436387492851776) | > loss_disc_real_4: 0.19744063913822174 (0.2295970462939956) | > loss_disc_real_5: 0.19831956923007965 (0.2096761634404009) | > loss_0: 2.2854599952697754 (2.3550509539517486) | > loss_gen: 2.204568386077881 (2.299989331852306) | > loss_kl: 2.2339110374450684 (2.8792317563837226) | > loss_feat: 7.2476887702941895 (6.947420141913674) | > loss_mel: 17.06024742126465 (17.701289133592084) | > loss_duration: 2.154386520385742 (2.306236137043346) | > loss_1: 30.900802612304688 (32.13416654413397)  --> STEP: 23 | > loss_disc: 2.3545308113098145 (2.355028339054273) | > loss_disc_real_0: 0.11234889179468155 (0.11545980600235255) | > loss_disc_real_1: 0.1514633595943451 (0.1887358537186747) | > loss_disc_real_2: 0.1833248883485794 (0.1948405031276786) | > loss_disc_real_3: 0.24076902866363525 (0.2346423598735229) | > loss_disc_real_4: 0.24927689135074615 (0.23045269173124563) | > loss_disc_real_5: 0.23278497159481049 (0.21068089422972305) | > loss_0: 2.3545308113098145 (2.355028339054273) | > loss_gen: 2.240130662918091 (2.297386781029079) | > loss_kl: 2.303386688232422 (2.8541950142901875) | > loss_feat: 5.941781044006348 (6.9036967028742255) | > loss_mel: 17.777244567871094 (17.70459154377813) | > loss_duration: 2.2344627380371094 (2.3031155544778574) | > loss_1: 30.497005462646484 (32.062985627547555)  --> STEP: 24 | > loss_disc: 2.445014715194702 (2.3587777713934575) | > loss_disc_real_0: 0.1213076114654541 (0.11570346456331511) | > loss_disc_real_1: 0.1820724755525589 (0.18845821296175322) | > loss_disc_real_2: 0.3008197247982025 (0.1992563040306171) | > loss_disc_real_3: 0.223504900932312 (0.23417829908430576) | > loss_disc_real_4: 0.23116597533226013 (0.2304824118812879) | > loss_disc_real_5: 0.2890280783176422 (0.21394536023338637) | > loss_0: 2.445014715194702 (2.3587777713934575) | > loss_gen: 2.3092751502990723 (2.2978821297486625) | > loss_kl: 2.4998607635498047 (2.839431087176005) | > loss_feat: 5.9392194747924805 (6.863510151704152) | > loss_mel: 15.425223350524902 (17.609617869059246) | > loss_duration: 2.37241530418396 (2.306003044048945) | > loss_1: 28.54599380493164 (31.916444301605225)  --> STEP: 25 | > loss_disc: 2.384038209915161 (2.3597881889343255) | > loss_disc_real_0: 0.11079432815313339 (0.11550709910690785) | > loss_disc_real_1: 0.23689767718315125 (0.19039579153060912) | > loss_disc_real_2: 0.23786160349845886 (0.20080051600933074) | > loss_disc_real_3: 0.20041896402835846 (0.23282792568206787) | > loss_disc_real_4: 0.20122410356998444 (0.22931207954883576) | > loss_disc_real_5: 0.23679673671722412 (0.21485941529273986) | > loss_0: 2.384038209915161 (2.3597881889343255) | > loss_gen: 2.3025989532470703 (2.2980708026885988) | > loss_kl: 2.833836317062378 (2.83920729637146) | > loss_feat: 6.720851898193359 (6.857803821563721) | > loss_mel: 15.546650886535645 (17.5270991897583) | > loss_duration: 2.342031955718994 (2.307444200515747) | > loss_1: 29.745969772338867 (31.82962532043457)  --> STEP: 26 | > loss_disc: 2.7907984256744385 (2.3763655057320223) | > loss_disc_real_0: 0.16922318935394287 (0.11757310257794765) | > loss_disc_real_1: 0.20357322692871094 (0.19090261596899766) | > loss_disc_real_2: 0.22406604886054993 (0.20169534419591612) | > loss_disc_real_3: 0.2911500334739685 (0.23507108367406404) | > loss_disc_real_4: 0.2532718777656555 (0.23023361024948266) | > loss_disc_real_5: 0.24906986951828003 (0.21617520199372217) | > loss_0: 2.7907984256744385 (2.3763655057320223) | > loss_gen: 1.8196145296096802 (2.2796686383394094) | > loss_kl: 2.2024190425872803 (2.8147154404566836) | > loss_feat: 7.527316093444824 (6.883554293559148) | > loss_mel: 9.681360244750977 (17.22533999956571) | > loss_duration: 2.3229057788848877 (2.308038876606868) | > loss_1: 23.55361557006836 (31.511317253112793) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024405442751370943 (-7.225916935847416e-05) | > avg_loss_disc: 2.3763655057320223 (-0.07836538094740719) | > avg_loss_disc_real_0: 0.11757310257794765 (-0.04490301435670027) | > avg_loss_disc_real_1: 0.19090261596899766 (-0.08492137262454397) | > avg_loss_disc_real_2: 0.20169534419591612 (-0.04503929385772118) | > avg_loss_disc_real_3: 0.23507108367406404 (-0.022054047538683952) | > avg_loss_disc_real_4: 0.23023361024948266 (-0.006007040349336773) | > avg_loss_disc_real_5: 0.21617520199372217 (-0.036211262528712956) | > avg_loss_0: 2.3763655057320223 (-0.07836538094740719) | > avg_loss_gen: 2.2796686383394094 (-0.35323433234141444) | > avg_loss_kl: 2.8147154404566836 (+0.18095930723043585) | > avg_loss_feat: 6.883554293559148 (-0.2335517589862528) | > avg_loss_mel: 17.22533999956571 (-1.0245086229764517) | > avg_loss_duration: 2.308038876606868 (-0.021607041358946866) | > avg_loss_1: 31.511317253112793 (-1.4519426639263457)  > EPOCH: 462/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:26:26)   --> TIME: 2024-06-11 11:26:32 -- STEP: 14/330 -- GLOBAL_STEP: 240475 | > loss_disc: 2.294741153717041 (2.345299788883754) | > loss_disc_real_0: 0.09834437072277069 (0.10806010557072503) | > loss_disc_real_1: 0.20666810870170593 (0.1998117161648614) | > loss_disc_real_2: 0.2240486443042755 (0.2091643980571202) | > loss_disc_real_3: 0.2327888011932373 (0.22995603936059134) | > loss_disc_real_4: 0.20943255722522736 (0.23293512633868627) | > loss_disc_real_5: 0.17593173682689667 (0.22818037548235484) | > loss_0: 2.294741153717041 (2.345299788883754) | > grad_norm_0: tensor(10.3298, device='cuda:0') (tensor(8.1573, device='cuda:0')) | > loss_gen: 2.6133387088775635 (2.497007812772478) | > loss_kl: 1.5583566427230835 (1.83257680279868) | > loss_feat: 7.1469407081604 (6.891659430095127) | > loss_mel: 17.566936492919922 (18.1535701751709) | > loss_duration: 2.0565414428710938 (2.1043037346431186) | > loss_1: 30.942113876342773 (31.479117802211217) | > grad_norm_1: tensor(212.2833, device='cuda:0') (tensor(86.9749, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3482 (0.3584216151918684) | > loader_time: 0.0033 (0.0032696383340018137)  --> TIME: 2024-06-11 11:26:42 -- STEP: 39/330 -- GLOBAL_STEP: 240500 | > loss_disc: 2.357853889465332 (2.336665734266623) | > loss_disc_real_0: 0.10656541585922241 (0.10889238252853736) | > loss_disc_real_1: 0.18723146617412567 (0.19892039895057678) | > loss_disc_real_2: 0.2172946184873581 (0.20933685470850036) | > loss_disc_real_3: 0.19751594960689545 (0.2259141470377262) | > loss_disc_real_4: 0.20719797909259796 (0.23218037875799033) | > loss_disc_real_5: 0.1995987594127655 (0.22426568965117136) | > loss_0: 2.357853889465332 (2.336665734266623) | > grad_norm_0: tensor(6.5327, device='cuda:0') (tensor(7.7143, device='cuda:0')) | > loss_gen: 2.4720773696899414 (2.5217149685590696) | > loss_kl: 2.0620481967926025 (1.8905324752514179) | > loss_feat: 7.719428062438965 (7.068632113627898) | > loss_mel: 17.930707931518555 (18.11957285954402) | > loss_duration: 2.044750690460205 (2.0473941992490725) | > loss_1: 32.22901153564453 (31.647846466455704) | > grad_norm_1: tensor(74.6449, device='cuda:0') (tensor(85.0827, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3529 (0.3569489686917036) | > loader_time: 0.0035 (0.0033837648538442757) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_240500.pth  --> TIME: 2024-06-11 11:26:56 -- STEP: 64/330 -- GLOBAL_STEP: 240525 | > loss_disc: 2.361952304840088 (2.343372594565153) | > loss_disc_real_0: 0.11346511542797089 (0.11220661841798574) | > loss_disc_real_1: 0.19594503939151764 (0.20105106430128217) | > loss_disc_real_2: 0.23015333712100983 (0.21113918744958934) | > loss_disc_real_3: 0.24738043546676636 (0.22831618832424283) | > loss_disc_real_4: 0.20719251036643982 (0.22859626775607467) | > loss_disc_real_5: 0.21453754603862762 (0.22362995357252657) | > loss_0: 2.361952304840088 (2.343372594565153) | > grad_norm_0: tensor(5.2915, device='cuda:0') (tensor(7.6827, device='cuda:0')) | > loss_gen: 2.459604024887085 (2.508622892200947) | > loss_kl: 1.970597267150879 (1.9103814885020256) | > loss_feat: 7.091241359710693 (7.07624202221632) | > loss_mel: 18.333053588867188 (18.104922235012047) | > loss_duration: 2.0169601440429688 (2.0276140253990906) | > loss_1: 31.871456146240234 (31.627782464027405) | > grad_norm_1: tensor(104.5333, device='cuda:0') (tensor(83.0133, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3659 (0.3606720380485058) | > loader_time: 0.0036 (0.0034961290657520294)  --> TIME: 2024-06-11 11:27:05 -- STEP: 89/330 -- GLOBAL_STEP: 240550 | > loss_disc: 2.400545120239258 (2.3505764623706265) | > loss_disc_real_0: 0.10205477476119995 (0.11183308282595002) | > loss_disc_real_1: 0.1941785365343094 (0.199960400214356) | > loss_disc_real_2: 0.21081379055976868 (0.21224866857689417) | > loss_disc_real_3: 0.23342667520046234 (0.22918248863032695) | > loss_disc_real_4: 0.2324373424053192 (0.2293229288934322) | > loss_disc_real_5: 0.19436076283454895 (0.22305607762229576) | > loss_0: 2.400545120239258 (2.3505764623706265) | > grad_norm_0: tensor(8.9203, device='cuda:0') (tensor(8.2220, device='cuda:0')) | > loss_gen: 2.4734740257263184 (2.492918689599198) | > loss_kl: 2.048215866088867 (1.906988671656405) | > loss_feat: 6.666695594787598 (7.055199692758282) | > loss_mel: 18.16265296936035 (18.00387800409552) | > loss_duration: 2.0233523845672607 (2.0208187973901146) | > loss_1: 31.3743896484375 (31.47980364253012) | > grad_norm_1: tensor(160.7138, device='cuda:0') (tensor(85.8756, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3544 (0.3621830404474494) | > loader_time: 0.0036 (0.003606493553418792)  --> TIME: 2024-06-11 11:27:15 -- STEP: 114/330 -- GLOBAL_STEP: 240575 | > loss_disc: 2.424107313156128 (2.352221459673162) | > loss_disc_real_0: 0.12378907203674316 (0.11333597588695977) | > loss_disc_real_1: 0.19186033308506012 (0.1992638445737069) | > loss_disc_real_2: 0.20803894102573395 (0.21233381932241874) | > loss_disc_real_3: 0.2196425497531891 (0.22948706189268514) | > loss_disc_real_4: 0.22728979587554932 (0.23001627349539808) | > loss_disc_real_5: 0.2529910206794739 (0.22249636132466166) | > loss_0: 2.424107313156128 (2.352221459673162) | > grad_norm_0: tensor(11.8897, device='cuda:0') (tensor(9.0136, device='cuda:0')) | > loss_gen: 2.346731424331665 (2.4899637531815912) | > loss_kl: 2.0228824615478516 (1.908418873945872) | > loss_feat: 6.771190643310547 (7.046602098565352) | > loss_mel: 17.865501403808594 (17.93956505624871) | > loss_duration: 2.043306827545166 (2.0213117275321704) | > loss_1: 31.049612045288086 (31.405861319157115) | > grad_norm_1: tensor(139.6867, device='cuda:0') (tensor(103.9986, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3812 (0.36424688289040014) | > loader_time: 0.0049 (0.003705999307465135)  --> TIME: 2024-06-11 11:27:25 -- STEP: 139/330 -- GLOBAL_STEP: 240600 | > loss_disc: 2.3669815063476562 (2.3511198218777882) | > loss_disc_real_0: 0.12040351331233978 (0.11336707607876483) | > loss_disc_real_1: 0.1643877625465393 (0.19938477026901658) | > loss_disc_real_2: 0.174946129322052 (0.2119839947215087) | > loss_disc_real_3: 0.23470652103424072 (0.22985099384681784) | > loss_disc_real_4: 0.21595096588134766 (0.2296615093946457) | > loss_disc_real_5: 0.2250249683856964 (0.222307950258255) | > loss_0: 2.3669815063476562 (2.3511198218777882) | > grad_norm_0: tensor(6.8134, device='cuda:0') (tensor(9.7384, device='cuda:0')) | > loss_gen: 2.4297032356262207 (2.4905934951288238) | > loss_kl: 1.839321255683899 (1.9109404147100106) | > loss_feat: 6.963054180145264 (7.0526167265802835) | > loss_mel: 18.05536460876465 (17.963995446404105) | > loss_duration: 2.0935678482055664 (2.0255555471928) | > loss_1: 31.381011962890625 (31.443701503945768) | > grad_norm_1: tensor(141.8579, device='cuda:0') (tensor(117.1890, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3794 (0.3686927479805706) | > loader_time: 0.0043 (0.0038758610649932204)  --> TIME: 2024-06-11 11:27:35 -- STEP: 164/330 -- GLOBAL_STEP: 240625 | > loss_disc: 2.2494354248046875 (2.350827739006135) | > loss_disc_real_0: 0.06518857181072235 (0.11376381772229584) | > loss_disc_real_1: 0.14279212057590485 (0.19907278185937466) | > loss_disc_real_2: 0.24580000340938568 (0.21240654451454558) | > loss_disc_real_3: 0.20917783677577972 (0.22951505633025635) | > loss_disc_real_4: 0.2009516805410385 (0.22887503083159283) | > loss_disc_real_5: 0.19592614471912384 (0.22169931305617827) | > loss_0: 2.2494354248046875 (2.350827739006135) | > grad_norm_0: tensor(41.8295, device='cuda:0') (tensor(12.8024, device='cuda:0')) | > loss_gen: 2.6493005752563477 (2.495714712433698) | > loss_kl: 1.9625270366668701 (1.9125330288235733) | > loss_feat: 7.694596767425537 (7.072182297706604) | > loss_mel: 17.900068283081055 (17.97260686827869) | > loss_duration: 2.105128765106201 (2.0284341384724875) | > loss_1: 32.311622619628906 (31.481470840733227) | > grad_norm_1: tensor(364.5396, device='cuda:0') (tensor(143.0072, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3967 (0.37503013232859167) | > loader_time: 0.0051 (0.003987517298721687)  --> TIME: 2024-06-11 11:27:45 -- STEP: 189/330 -- GLOBAL_STEP: 240650 | > loss_disc: 2.3507280349731445 (2.354708534069162) | > loss_disc_real_0: 0.08471845835447311 (0.11386396347609147) | > loss_disc_real_1: 0.21088936924934387 (0.19986698362562394) | > loss_disc_real_2: 0.2172635793685913 (0.21306343337215444) | > loss_disc_real_3: 0.24769142270088196 (0.23019835747108258) | > loss_disc_real_4: 0.26842963695526123 (0.2294403879100053) | > loss_disc_real_5: 0.24092358350753784 (0.22255263891485005) | > loss_0: 2.3507280349731445 (2.354708534069162) | > grad_norm_0: tensor(8.8586, device='cuda:0') (tensor(15.2490, device='cuda:0')) | > loss_gen: 2.5904438495635986 (2.5062621194849553) | > loss_kl: 2.0417230129241943 (1.918314431710218) | > loss_feat: 6.798615455627441 (7.090238848691264) | > loss_mel: 16.865962982177734 (17.948009834087717) | > loss_duration: 2.1230509281158447 (2.035377517579094) | > loss_1: 30.419797897338867 (31.49820255097889) | > grad_norm_1: tensor(223.7202, device='cuda:0') (tensor(172.0801, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3895 (0.37783334999488144) | > loader_time: 0.0047 (0.0040826444272641805)  --> TIME: 2024-06-11 11:27:55 -- STEP: 214/330 -- GLOBAL_STEP: 240675 | > loss_disc: 2.290224075317383 (2.350667495593846) | > loss_disc_real_0: 0.13218991458415985 (0.11488158177479962) | > loss_disc_real_1: 0.19314239919185638 (0.19987088205101336) | > loss_disc_real_2: 0.20277690887451172 (0.21279660521823668) | > loss_disc_real_3: 0.22116027772426605 (0.22978912119831996) | > loss_disc_real_4: 0.21418526768684387 (0.2279003614159388) | > loss_disc_real_5: 0.23979727923870087 (0.22248182027974978) | > loss_0: 2.290224075317383 (2.350667495593846) | > grad_norm_0: tensor(11.9192, device='cuda:0') (tensor(18.1038, device='cuda:0')) | > loss_gen: 2.642514228820801 (2.5169595658222064) | > loss_kl: 1.9099853038787842 (1.9264028479005688) | > loss_feat: 7.007875919342041 (7.115733902031016) | > loss_mel: 18.29143524169922 (17.916537213548327) | > loss_duration: 2.1483373641967773 (2.04222144144718) | > loss_1: 32.00014877319336 (31.517854806418732) | > grad_norm_1: tensor(545.2031, device='cuda:0') (tensor(195.8988, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.3997 (0.3800088445716929) | > loader_time: 0.0047 (0.004185010339612162)  --> TIME: 2024-06-11 11:28:06 -- STEP: 239/330 -- GLOBAL_STEP: 240700 | > loss_disc: 2.2886855602264404 (2.350629003476897) | > loss_disc_real_0: 0.12052297592163086 (0.11523792305064999) | > loss_disc_real_1: 0.20452141761779785 (0.20015417793804635) | > loss_disc_real_2: 0.19052928686141968 (0.21236636505216736) | > loss_disc_real_3: 0.23127634823322296 (0.22936379722471517) | > loss_disc_real_4: 0.25437670946121216 (0.22785049022241616) | > loss_disc_real_5: 0.22921977937221527 (0.22226854005368687) | > loss_0: 2.2886855602264404 (2.350629003476897) | > grad_norm_0: tensor(55.5966, device='cuda:0') (tensor(20.7034, device='cuda:0')) | > loss_gen: 2.5580601692199707 (2.517582836510245) | > loss_kl: 1.829662561416626 (1.93130267713858) | > loss_feat: 7.250154495239258 (7.106542309956571) | > loss_mel: 18.292783737182617 (17.883415541389496) | > loss_duration: 2.096658706665039 (2.0501918882505694) | > loss_1: 32.027320861816406 (31.489035131542252) | > grad_norm_1: tensor(452.7115, device='cuda:0') (tensor(219.8180, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.4221 (0.3827220585555711) | > loader_time: 0.0053 (0.004316663143525065)  --> TIME: 2024-06-11 11:28:17 -- STEP: 264/330 -- GLOBAL_STEP: 240725 | > loss_disc: 2.1655404567718506 (2.350217597954201) | > loss_disc_real_0: 0.09479928761720657 (0.11576097646276608) | > loss_disc_real_1: 0.1764165759086609 (0.20000183475062705) | > loss_disc_real_2: 0.21643568575382233 (0.2125229197130962) | > loss_disc_real_3: 0.2045307755470276 (0.2289320369335738) | > loss_disc_real_4: 0.20642991364002228 (0.22803677291129576) | > loss_disc_real_5: 0.18257029354572296 (0.22201501645825128) | > loss_0: 2.1655404567718506 (2.350217597954201) | > grad_norm_0: tensor(44.6899, device='cuda:0') (tensor(22.1008, device='cuda:0')) | > loss_gen: 2.61248779296875 (2.5152402158939458) | > loss_kl: 1.8952407836914062 (1.936363054044319) | > loss_feat: 7.413477897644043 (7.102816238547817) | > loss_mel: 17.463350296020508 (17.84053559736772) | > loss_duration: 2.17435622215271 (2.057499067349871) | > loss_1: 31.55891227722168 (31.45245406844399) | > grad_norm_1: tensor(560.1752, device='cuda:0') (tensor(237.8374, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.4487 (0.3866068720817566) | > loader_time: 0.0057 (0.0044612098823894174)  --> TIME: 2024-06-11 11:28:28 -- STEP: 289/330 -- GLOBAL_STEP: 240750 | > loss_disc: 2.2914061546325684 (2.3520165735462544) | > loss_disc_real_0: 0.1463738977909088 (0.11668073706921822) | > loss_disc_real_1: 0.19289813935756683 (0.20012213996124928) | > loss_disc_real_2: 0.19579899311065674 (0.21263158398722282) | > loss_disc_real_3: 0.2128949612379074 (0.22905848987374752) | > loss_disc_real_4: 0.21305769681930542 (0.22821200466279754) | > loss_disc_real_5: 0.2191460281610489 (0.22197884625423325) | > loss_0: 2.2914061546325684 (2.3520165735462544) | > grad_norm_0: tensor(59.0296, device='cuda:0') (tensor(23.8332, device='cuda:0')) | > loss_gen: 2.4337055683135986 (2.512923700999222) | > loss_kl: 1.926215648651123 (1.9387666758368998) | > loss_feat: 7.298563003540039 (7.099301011504599) | > loss_mel: 17.2381649017334 (17.781264093920434) | > loss_duration: 2.2064685821533203 (2.0667785682480257) | > loss_1: 31.103118896484375 (31.39903393913718) | > grad_norm_1: tensor(515.3221, device='cuda:0') (tensor(259.0346, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.4631 (0.3923688306115491) | > loader_time: 0.0063 (0.004630719089178067)  --> TIME: 2024-06-11 11:28:41 -- STEP: 314/330 -- GLOBAL_STEP: 240775 | > loss_disc: 2.4505252838134766 (2.356611849396092) | > loss_disc_real_0: 0.09107962995767593 (0.11828593263153438) | > loss_disc_real_1: 0.2964833974838257 (0.20079560022635062) | > loss_disc_real_2: 0.24289856851100922 (0.21289240545148302) | > loss_disc_real_3: 0.23589277267456055 (0.22930332595945163) | > loss_disc_real_4: 0.24111267924308777 (0.22855160224020102) | > loss_disc_real_5: 0.22269225120544434 (0.22234270047799798) | > loss_0: 2.4505252838134766 (2.356611849396092) | > grad_norm_0: tensor(24.4835, device='cuda:0') (tensor(26.6217, device='cuda:0')) | > loss_gen: 2.4340174198150635 (2.5130589623360104) | > loss_kl: 2.034275531768799 (1.941792863569442) | > loss_feat: 7.626364707946777 (7.113117723707941) | > loss_mel: 17.786773681640625 (17.73998677502772) | > loss_duration: 2.268101930618286 (2.0795189901522035) | > loss_1: 32.149532318115234 (31.387475220261106) | > grad_norm_1: tensor(512.6334, device='cuda:0') (tensor(279.3524, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.5382 (0.40118198941467687) | > loader_time: 0.0077 (0.0048365456283472165)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3968324661254883 (2.3968324661254883) | > loss_disc_real_0: 0.099626824259758 (0.099626824259758) | > loss_disc_real_1: 0.23061035573482513 (0.23061035573482513) | > loss_disc_real_2: 0.2732149362564087 (0.2732149362564087) | > loss_disc_real_3: 0.2622266411781311 (0.2622266411781311) | > loss_disc_real_4: 0.2889626622200012 (0.2889626622200012) | > loss_disc_real_5: 0.238172709941864 (0.238172709941864) | > loss_0: 2.3968324661254883 (2.3968324661254883) | > loss_gen: 2.486262559890747 (2.486262559890747) | > loss_kl: 2.185622215270996 (2.185622215270996) | > loss_feat: 6.1749444007873535 (6.1749444007873535) | > loss_mel: 15.39861011505127 (15.39861011505127) | > loss_duration: 2.8543200492858887 (2.8543200492858887) | > loss_1: 29.099761962890625 (29.099761962890625)  --> STEP: 1 | > loss_disc: 2.314042568206787 (2.314042568206787) | > loss_disc_real_0: 0.06444674730300903 (0.06444674730300903) | > loss_disc_real_1: 0.27068030834198 (0.27068030834198) | > loss_disc_real_2: 0.18456698954105377 (0.18456698954105377) | > loss_disc_real_3: 0.2872219979763031 (0.2872219979763031) | > loss_disc_real_4: 0.29204103350639343 (0.29204103350639343) | > loss_disc_real_5: 0.2606527507305145 (0.2606527507305145) | > loss_0: 2.314042568206787 (2.314042568206787) | > loss_gen: 2.5607969760894775 (2.5607969760894775) | > loss_kl: 2.4959497451782227 (2.4959497451782227) | > loss_feat: 7.767427921295166 (7.767427921295166) | > loss_mel: 17.998672485351562 (17.998672485351562) | > loss_duration: 2.3931870460510254 (2.3931870460510254) | > loss_1: 33.216033935546875 (33.216033935546875)  --> STEP: 2 | > loss_disc: 2.4880521297454834 (2.4010473489761353) | > loss_disc_real_0: 0.1183425709605217 (0.09139465913176537) | > loss_disc_real_1: 0.31273993849754333 (0.29171012341976166) | > loss_disc_real_2: 0.22747212648391724 (0.2060195580124855) | > loss_disc_real_3: 0.22884570062160492 (0.258033849298954) | > loss_disc_real_4: 0.31369292736053467 (0.30286698043346405) | > loss_disc_real_5: 0.3000331223011017 (0.2803429365158081) | > loss_0: 2.4880521297454834 (2.4010473489761353) | > loss_gen: 2.6279940605163574 (2.5943955183029175) | > loss_kl: 3.112759590148926 (2.804354667663574) | > loss_feat: 5.541226387023926 (6.654327154159546) | > loss_mel: 18.85297966003418 (18.42582607269287) | > loss_duration: 2.5341532230377197 (2.4636701345443726) | > loss_1: 32.66911315917969 (32.94257354736328)  --> STEP: 3 | > loss_disc: 2.4272239208221436 (2.4097728729248047) | > loss_disc_real_0: 0.12489980459213257 (0.10256304095188777) | > loss_disc_real_1: 0.26163819432258606 (0.28168614705403644) | > loss_disc_real_2: 0.1831042468547821 (0.1983811209599177) | > loss_disc_real_3: 0.21967168152332306 (0.24524646004041037) | > loss_disc_real_4: 0.2911761403083801 (0.2989700337251027) | > loss_disc_real_5: 0.30517929792404175 (0.288621723651886) | > loss_0: 2.4272239208221436 (2.4097728729248047) | > loss_gen: 2.3979058265686035 (2.5288989543914795) | > loss_kl: 3.400484800338745 (3.0030647118886313) | > loss_feat: 4.953192710876465 (6.0872823397318525) | > loss_mel: 15.17403793334961 (17.341896692911785) | > loss_duration: 2.2854998111724854 (2.4042800267537436) | > loss_1: 28.21112060546875 (31.36542256673177)  --> STEP: 4 | > loss_disc: 2.42521333694458 (2.4136329889297485) | > loss_disc_real_0: 0.09742865711450577 (0.10127944499254227) | > loss_disc_real_1: 0.2685517966747284 (0.27840255945920944) | > loss_disc_real_2: 0.2338513433933258 (0.20724867656826973) | > loss_disc_real_3: 0.25841009616851807 (0.2485373690724373) | > loss_disc_real_4: 0.2506398856639862 (0.2868874967098236) | > loss_disc_real_5: 0.24538731575012207 (0.277813121676445) | > loss_0: 2.42521333694458 (2.4136329889297485) | > loss_gen: 2.31815767288208 (2.4762136340141296) | > loss_kl: 2.9883065223693848 (2.9993751645088196) | > loss_feat: 5.524898052215576 (5.946686267852783) | > loss_mel: 18.265302658081055 (17.5727481842041) | > loss_duration: 2.3385987281799316 (2.3878597021102905) | > loss_1: 31.43526268005371 (31.382882595062256)  --> STEP: 5 | > loss_disc: 2.5727486610412598 (2.445456123352051) | > loss_disc_real_0: 0.1897578239440918 (0.11897512078285218) | > loss_disc_real_1: 0.3792724609375 (0.29857653975486753) | > loss_disc_real_2: 0.29724669456481934 (0.22524828016757964) | > loss_disc_real_3: 0.3037269711494446 (0.25957528948783876) | > loss_disc_real_4: 0.24400795996189117 (0.27831158936023714) | > loss_disc_real_5: 0.2001207321882248 (0.26227464377880094) | > loss_0: 2.5727486610412598 (2.445456123352051) | > loss_gen: 2.665034055709839 (2.5139777183532717) | > loss_kl: 2.5102508068084717 (2.90155029296875) | > loss_feat: 5.009191513061523 (5.759187316894531) | > loss_mel: 18.33411407470703 (17.725021362304688) | > loss_duration: 2.3628036975860596 (2.3828485012054443) | > loss_1: 30.88139533996582 (31.28258514404297)  --> STEP: 6 | > loss_disc: 2.287233829498291 (2.419085741043091) | > loss_disc_real_0: 0.18296211957931519 (0.12963962058226267) | > loss_disc_real_1: 0.21908457577228546 (0.28532787909110385) | > loss_disc_real_2: 0.20031589269638062 (0.22109288225571314) | > loss_disc_real_3: 0.2610858082771301 (0.2598270426193873) | > loss_disc_real_4: 0.15493066608905792 (0.2577481021483739) | > loss_disc_real_5: 0.17510607838630676 (0.2477465495467186) | > loss_0: 2.287233829498291 (2.419085741043091) | > loss_gen: 2.4057064056396484 (2.4959324995676675) | > loss_kl: 2.031585693359375 (2.756556193033854) | > loss_feat: 6.809004306793213 (5.9341568152109785) | > loss_mel: 18.834630966186523 (17.909956296284992) | > loss_duration: 2.150869369506836 (2.3441853125890098) | > loss_1: 32.23179626464844 (31.440786997477215)  --> STEP: 7 | > loss_disc: 2.4430596828460693 (2.4225105898720876) | > loss_disc_real_0: 0.15616773068904877 (0.13342935059751784) | > loss_disc_real_1: 0.2722180187702179 (0.2834550419024059) | > loss_disc_real_2: 0.2410278618335724 (0.22394073648112162) | > loss_disc_real_3: 0.2982983887195587 (0.26532294920512606) | > loss_disc_real_4: 0.26012122631073 (0.25808711988585337) | > loss_disc_real_5: 0.26320138573646545 (0.249954383288111) | > loss_0: 2.4430596828460693 (2.4225105898720876) | > loss_gen: 2.7519261837005615 (2.5325030258723666) | > loss_kl: 3.8570592403411865 (2.913770914077759) | > loss_feat: 5.649969577789307 (5.893558638436454) | > loss_mel: 18.792221069335938 (18.035994121006556) | > loss_duration: 2.5806453227996826 (2.3779653140476773) | > loss_1: 33.63182067871094 (31.75379180908203)  --> STEP: 8 | > loss_disc: 2.2813472747802734 (2.404865175485611) | > loss_disc_real_0: 0.16522729396820068 (0.1374040935188532) | > loss_disc_real_1: 0.22005890309810638 (0.27553052455186844) | > loss_disc_real_2: 0.17547598481178284 (0.21788264252245426) | > loss_disc_real_3: 0.22520340979099274 (0.2603080067783594) | > loss_disc_real_4: 0.18020068109035492 (0.24835131503641605) | > loss_disc_real_5: 0.20559477806091309 (0.24440943263471127) | > loss_0: 2.2813472747802734 (2.404865175485611) | > loss_gen: 2.52303409576416 (2.531319409608841) | > loss_kl: 2.6045405864715576 (2.8751171231269836) | > loss_feat: 7.657618522644043 (6.114066123962402) | > loss_mel: 17.58165168762207 (17.979201316833496) | > loss_duration: 2.2303342819213867 (2.359511435031891) | > loss_1: 32.5971794128418 (31.859215259552002)  --> STEP: 9 | > loss_disc: 2.4515819549560547 (2.4100559287601047) | > loss_disc_real_0: 0.20824196934700012 (0.14527496861086953) | > loss_disc_real_1: 0.20713500678539276 (0.2679310225778156) | > loss_disc_real_2: 0.24485820531845093 (0.220879927277565) | > loss_disc_real_3: 0.23179489374160767 (0.2571398831076092) | > loss_disc_real_4: 0.20969340205192566 (0.24405599137147269) | > loss_disc_real_5: 0.25635436177253723 (0.2457366469833586) | > loss_0: 2.4515819549560547 (2.4100559287601047) | > loss_gen: 2.4300479888916016 (2.5200670295291476) | > loss_kl: 2.8905084133148193 (2.876827266481188) | > loss_feat: 6.518554210662842 (6.159009244706896) | > loss_mel: 18.611940383911133 (18.0495056576199) | > loss_duration: 2.1536853313446045 (2.336641867955526) | > loss_1: 32.604736328125 (31.94205093383789)  --> STEP: 10 | > loss_disc: 2.304271697998047 (2.399477505683899) | > loss_disc_real_0: 0.16796381771564484 (0.14754385352134705) | > loss_disc_real_1: 0.16446362435817719 (0.25758428275585177) | > loss_disc_real_2: 0.17559479176998138 (0.21635141372680664) | > loss_disc_real_3: 0.28561165928840637 (0.25998706072568895) | > loss_disc_real_4: 0.18777801096439362 (0.23842819333076476) | > loss_disc_real_5: 0.1398664265871048 (0.2351496249437332) | > loss_0: 2.304271697998047 (2.399477505683899) | > loss_gen: 2.3903379440307617 (2.507094120979309) | > loss_kl: 2.536839246749878 (2.842828464508057) | > loss_feat: 7.692834377288818 (6.312391757965088) | > loss_mel: 19.256935119628906 (18.170248603820802) | > loss_duration: 2.3867573738098145 (2.3416534185409548) | > loss_1: 34.263702392578125 (32.17421607971191)  --> STEP: 11 | > loss_disc: 2.3462276458740234 (2.3946366093375464) | > loss_disc_real_0: 0.14894476532936096 (0.14767120914025741) | > loss_disc_real_1: 0.22556757926940918 (0.25467367334799335) | > loss_disc_real_2: 0.249372199177742 (0.2193533033132553) | > loss_disc_real_3: 0.24719227850437164 (0.25882389870556916) | > loss_disc_real_4: 0.21487431228160858 (0.2362869314172051) | > loss_disc_real_5: 0.26003459095954895 (0.23741189458153464) | > loss_0: 2.3462276458740234 (2.3946366093375464) | > loss_gen: 2.565603733062744 (2.512413176623258) | > loss_kl: 3.3090193271636963 (2.8852094520222056) | > loss_feat: 6.242842674255371 (6.3060691139914775) | > loss_mel: 17.881868362426758 (18.144032218239524) | > loss_duration: 2.4735236167907715 (2.353641618381847) | > loss_1: 32.47285842895508 (32.20136538418856)  --> STEP: 12 | > loss_disc: 2.148098945617676 (2.374091804027557) | > loss_disc_real_0: 0.11671674251556396 (0.1450916702548663) | > loss_disc_real_1: 0.18215179443359375 (0.24863018343846002) | > loss_disc_real_2: 0.17778483033180237 (0.21588926389813423) | > loss_disc_real_3: 0.17510758340358734 (0.25184753909707064) | > loss_disc_real_4: 0.1919804960489273 (0.23259472846984863) | > loss_disc_real_5: 0.1367838829755783 (0.22902622694770494) | > loss_0: 2.148098945617676 (2.374091804027557) | > loss_gen: 2.439232110977173 (2.506314754486084) | > loss_kl: 2.3352184295654297 (2.8393768668174744) | > loss_feat: 8.913475036621094 (6.523352940877278) | > loss_mel: 19.561851501464844 (18.26218382517497) | > loss_duration: 2.241905689239502 (2.344330290953318) | > loss_1: 35.49168395996094 (32.475558598836265)  --> STEP: 13 | > loss_disc: 2.6193501949310303 (2.3929578340970545) | > loss_disc_real_0: 0.15398424863815308 (0.14577571474588835) | > loss_disc_real_1: 0.2636866867542267 (0.24978837600121132) | > loss_disc_real_2: 0.36020904779434204 (0.22699078573630407) | > loss_disc_real_3: 0.3286997675895691 (0.25775924898110897) | > loss_disc_real_4: 0.28936079144477844 (0.2369613486986894) | > loss_disc_real_5: 0.28996172547340393 (0.23371357298814333) | > loss_0: 2.6193501949310303 (2.3929578340970545) | > loss_gen: 2.6252264976501465 (2.5154618116525502) | > loss_kl: 3.2966532707214355 (2.8745519748100867) | > loss_feat: 5.432058334350586 (6.439407201913687) | > loss_mel: 15.862071990966797 (18.077559837928185) | > loss_duration: 2.2196621894836426 (2.3347404369941125) | > loss_1: 29.435672760009766 (32.24172122661884)  --> STEP: 14 | > loss_disc: 2.480867385864258 (2.399237087794712) | > loss_disc_real_0: 0.11976274847984314 (0.14391764572688512) | > loss_disc_real_1: 0.2121148705482483 (0.24709741132599966) | > loss_disc_real_2: 0.2770971953868866 (0.23056981499705995) | > loss_disc_real_3: 0.19175437092781067 (0.2530446148344448) | > loss_disc_real_4: 0.2122991383075714 (0.23519976224218095) | > loss_disc_real_5: 0.25740909576416016 (0.2354061103292874) | > loss_0: 2.480867385864258 (2.399237087794712) | > loss_gen: 2.2978687286376953 (2.499919448580061) | > loss_kl: 3.552368402481079 (2.9229674339294434) | > loss_feat: 7.396373748779297 (6.5077619552612305) | > loss_mel: 17.68621063232422 (18.049606323242188) | > loss_duration: 2.3281867504119873 (2.3342723165239607) | > loss_1: 33.261009216308594 (32.31452751159669)  --> STEP: 15 | > loss_disc: 2.3364882469177246 (2.395053831736246) | > loss_disc_real_0: 0.20449234545230865 (0.14795595904191336) | > loss_disc_real_1: 0.2142348289489746 (0.24490657250086467) | > loss_disc_real_2: 0.19545918703079224 (0.22822910646597544) | > loss_disc_real_3: 0.2009250968694687 (0.2495699803034464) | > loss_disc_real_4: 0.17003485560417175 (0.23085543513298035) | > loss_disc_real_5: 0.18356023728847504 (0.23194971879323323) | > loss_0: 2.3364882469177246 (2.395053831736246) | > loss_gen: 2.386545419692993 (2.4923611799875895) | > loss_kl: 3.208739995956421 (2.9420189380645754) | > loss_feat: 6.549577713012695 (6.510549672444662) | > loss_mel: 18.311922073364258 (18.06709403991699) | > loss_duration: 2.3307580947875977 (2.3340380350748697) | > loss_1: 32.78754425048828 (32.346061960856126)  --> STEP: 16 | > loss_disc: 2.296344757080078 (2.3888845145702353) | > loss_disc_real_0: 0.11156222224235535 (0.14568135049194098) | > loss_disc_real_1: 0.2918776571750641 (0.24784226529300213) | > loss_disc_real_2: 0.24680429697036743 (0.22939005587249994) | > loss_disc_real_3: 0.17705242335796356 (0.24503763299435372) | > loss_disc_real_4: 0.1405404955148697 (0.22521075140684843) | > loss_disc_real_5: 0.16010618209838867 (0.22745949774980545) | > loss_0: 2.296344757080078 (2.3888845145702353) | > loss_gen: 2.2977283000946045 (2.480196624994278) | > loss_kl: 2.623650550842285 (2.922120913863182) | > loss_feat: 6.051105976104736 (6.481834441423416) | > loss_mel: 16.959692001342773 (17.997881412506104) | > loss_duration: 2.290592670440674 (2.3313226997852325) | > loss_1: 30.222768783569336 (32.2133561372757)  --> STEP: 17 | > loss_disc: 2.6541781425476074 (2.404490022098316) | > loss_disc_real_0: 0.19135865569114685 (0.1483682507977766) | > loss_disc_real_1: 0.237437903881073 (0.24723024403347688) | > loss_disc_real_2: 0.27917566895484924 (0.23231862134793224) | > loss_disc_real_3: 0.3569032847881317 (0.25161796545281123) | > loss_disc_real_4: 0.30687910318374634 (0.23001477209960713) | > loss_disc_real_5: 0.26401928067207336 (0.22961007321582122) | > loss_0: 2.6541781425476074 (2.404490022098316) | > loss_gen: 2.4946954250335693 (2.4810494955848243) | > loss_kl: 2.44539213180542 (2.8940780443303726) | > loss_feat: 5.764113426208496 (6.43961555817548) | > loss_mel: 16.69013023376465 (17.920954872580136) | > loss_duration: 2.430551767349243 (2.337159703759586) | > loss_1: 29.82488250732422 (32.07285768845503)  --> STEP: 18 | > loss_disc: 2.5200936794281006 (2.410912447505526) | > loss_disc_real_0: 0.10320369154214859 (0.1458591086169084) | > loss_disc_real_1: 0.3365671932697296 (0.2521934078799354) | > loss_disc_real_2: 0.22517430782318115 (0.23192171504100165) | > loss_disc_real_3: 0.21029384434223175 (0.24932218094666794) | > loss_disc_real_4: 0.16976028680801392 (0.22666730069451863) | > loss_disc_real_5: 0.2491743117570877 (0.23069697535700268) | > loss_0: 2.5200936794281006 (2.410912447505526) | > loss_gen: 2.3924107551574707 (2.476125121116638) | > loss_kl: 2.990889549255371 (2.8994564612706504) | > loss_feat: 7.914219379425049 (6.521537992689344) | > loss_mel: 16.99992561340332 (17.869786580403645) | > loss_duration: 2.2561326026916504 (2.332658198144701) | > loss_1: 32.5535774230957 (32.099564340379516)  --> STEP: 19 | > loss_disc: 2.187678337097168 (2.3991632837998234) | > loss_disc_real_0: 0.1790417730808258 (0.1476055646413251) | > loss_disc_real_1: 0.2217966765165329 (0.2505935799134405) | > loss_disc_real_2: 0.20531518757343292 (0.23052137149007698) | > loss_disc_real_3: 0.18499669432640076 (0.24593662901928545) | > loss_disc_real_4: 0.2764081060886383 (0.22928523782052493) | > loss_disc_real_5: 0.2833429276943207 (0.23346781495370364) | > loss_0: 2.187678337097168 (2.3991632837998234) | > loss_gen: 2.9889538288116455 (2.5031161057321647) | > loss_kl: 1.9061169624328613 (2.84717543501603) | > loss_feat: 8.101461410522461 (6.604691856785824) | > loss_mel: 18.373926162719727 (17.896320242630807) | > loss_duration: 2.318756580352783 (2.3319265340503894) | > loss_1: 33.68921661376953 (32.18323024950531)  --> STEP: 20 | > loss_disc: 2.3025219440460205 (2.394331216812133) | > loss_disc_real_0: 0.14632287621498108 (0.1475414302200079) | > loss_disc_real_1: 0.24545128643512726 (0.25033646523952485) | > loss_disc_real_2: 0.21343407034873962 (0.2296670064330101) | > loss_disc_real_3: 0.21796712279319763 (0.24453815370798107) | > loss_disc_real_4: 0.18988870084285736 (0.22731541097164154) | > loss_disc_real_5: 0.18310903012752533 (0.23094987571239473) | > loss_0: 2.3025219440460205 (2.394331216812133) | > loss_gen: 2.4048287868499756 (2.4982017397880556) | > loss_kl: 2.2992196083068848 (2.8197776436805726) | > loss_feat: 7.1529974937438965 (6.632107138633728) | > loss_mel: 19.3660888671875 (17.969808673858644) | > loss_duration: 2.298712730407715 (2.3302658438682555) | > loss_1: 33.521846771240234 (32.250161075592054)  --> STEP: 21 | > loss_disc: 2.300624132156372 (2.389868974685668) | > loss_disc_real_0: 0.13093844056129456 (0.14675081166483106) | > loss_disc_real_1: 0.17125529050827026 (0.24657069501422701) | > loss_disc_real_2: 0.1785188764333725 (0.2272313811949321) | > loss_disc_real_3: 0.30723851919174194 (0.24752388539768397) | > loss_disc_real_4: 0.2825912535190582 (0.22994759395008996) | > loss_disc_real_5: 0.264833927154541 (0.23256340197154454) | > loss_0: 2.300624132156372 (2.389868974685668) | > loss_gen: 2.502845287322998 (2.498422861099243) | > loss_kl: 2.6165127754211426 (2.8100983642396473) | > loss_feat: 6.50233793258667 (6.625927652631487) | > loss_mel: 18.18410301208496 (17.980013166155135) | > loss_duration: 2.167732000350952 (2.322526137034098) | > loss_1: 31.97353172302246 (32.236988249279214)  --> STEP: 22 | > loss_disc: 2.245490550994873 (2.383306319063359) | > loss_disc_real_0: 0.1608940064907074 (0.14739368415691637) | > loss_disc_real_1: 0.244051992893219 (0.24645620855418118) | > loss_disc_real_2: 0.17614339292049408 (0.22490919990973038) | > loss_disc_real_3: 0.17269927263259888 (0.24412276663563465) | > loss_disc_real_4: 0.12755295634269714 (0.225293292240663) | > loss_disc_real_5: 0.20887646079063416 (0.2314867228269577) | > loss_0: 2.245490550994873 (2.383306319063359) | > loss_gen: 2.3912811279296875 (2.4935527823188086) | > loss_kl: 2.0225608348846436 (2.77430120381442) | > loss_feat: 8.772829055786133 (6.723514080047607) | > loss_mel: 18.66521453857422 (18.011158683083277) | > loss_duration: 2.162506341934204 (2.315252509984103) | > loss_1: 34.0143928527832 (32.317779367620304)  --> STEP: 23 | > loss_disc: 2.489764451980591 (2.387934933538021) | > loss_disc_real_0: 0.17571738362312317 (0.14862514935109927) | > loss_disc_real_1: 0.29847678542137146 (0.24871797276579816) | > loss_disc_real_2: 0.30099356174468994 (0.22821721564168515) | > loss_disc_real_3: 0.2534796893596649 (0.2445295893627664) | > loss_disc_real_4: 0.21918004751205444 (0.22502749899159308) | > loss_disc_real_5: 0.23457355797290802 (0.23162093305069467) | > loss_0: 2.489764451980591 (2.387934933538021) | > loss_gen: 2.5654397010803223 (2.4966783005258306) | > loss_kl: 2.480846881866455 (2.761542320251465) | > loss_feat: 6.877134799957275 (6.7301932417828105) | > loss_mel: 16.645042419433594 (17.95176232379416) | > loss_duration: 2.268038511276245 (2.3131997274315874) | > loss_1: 30.836502075195312 (32.253376007080085)  --> STEP: 24 | > loss_disc: 2.4852254390716553 (2.3919887046019226) | > loss_disc_real_0: 0.16261473298072815 (0.14920804866900048) | > loss_disc_real_1: 0.22908368706703186 (0.24789987752834955) | > loss_disc_real_2: 0.22332894802093506 (0.2280135378241539) | > loss_disc_real_3: 0.23474375903606415 (0.24412184643248713) | > loss_disc_real_4: 0.2756419777870178 (0.2271364356080691) | > loss_disc_real_5: 0.26380017399787903 (0.23296173475682735) | > loss_0: 2.4852254390716553 (2.3919887046019226) | > loss_gen: 2.470163345336914 (2.495573510726292) | > loss_kl: 2.1964800357818604 (2.737998058398565) | > loss_feat: 7.608020782470703 (6.766769389311473) | > loss_mel: 19.38897705078125 (18.011646270751957) | > loss_duration: 2.3859314918518066 (2.316230217615763) | > loss_1: 34.0495719909668 (32.3282175064087)  --> STEP: 25 | > loss_disc: 2.707394599914551 (2.4046049404144276) | > loss_disc_real_0: 0.2223931849002838 (0.1521354541182518) | > loss_disc_real_1: 0.2859748601913452 (0.24942287683486938) | > loss_disc_real_2: 0.28619953989982605 (0.23034097790718078) | > loss_disc_real_3: 0.26676347851753235 (0.24502751171588893) | > loss_disc_real_4: 0.20618592202663422 (0.22629841506481171) | > loss_disc_real_5: 0.30684834718704224 (0.23591719925403595) | > loss_0: 2.707394599914551 (2.4046049404144276) | > loss_gen: 2.343308925628662 (2.489482927322387) | > loss_kl: 2.652726650238037 (2.7345872020721433) | > loss_feat: 7.21121072769165 (6.78454704284668) | > loss_mel: 16.708776473999023 (17.95953147888184) | > loss_duration: 2.3875253200531006 (2.319082021713257) | > loss_1: 31.30354881286621 (32.287230758667)  --> STEP: 26 | > loss_disc: 1.9939444065093994 (2.3888103044950033) | > loss_disc_real_0: 0.08832508325576782 (0.14968120908507934) | > loss_disc_real_1: 0.11335095018148422 (0.24418934119435456) | > loss_disc_real_2: 0.14713606238365173 (0.22714078884858352) | > loss_disc_real_3: 0.21200183033943176 (0.24375729320140982) | > loss_disc_real_4: 0.11039216816425323 (0.22184048249171331) | > loss_disc_real_5: 0.11897599697113037 (0.23141946070469344) | > loss_0: 1.9939444065093994 (2.3888103044950033) | > loss_gen: 2.2051405906677246 (2.4785466836049) | > loss_kl: 2.382479190826416 (2.721044586255) | > loss_feat: 16.870817184448242 (7.172480509831355) | > loss_mel: 23.156055450439453 (18.15939778548021) | > loss_duration: 2.26871657371521 (2.317144889097947) | > loss_1: 46.88320541381836 (32.84861439924975) --> EVAL PERFORMANCE | > avg_loader_time: 0.002461433410644531 (+2.08891355074365e-05) | > avg_loss_disc: 2.3888103044950033 (+0.01244479876298099) | > avg_loss_disc_real_0: 0.14968120908507934 (+0.032108106507131695) | > avg_loss_disc_real_1: 0.24418934119435456 (+0.05328672522535691) | > avg_loss_disc_real_2: 0.22714078884858352 (+0.025445444652667404) | > avg_loss_disc_real_3: 0.24375729320140982 (+0.008686209527345778) | > avg_loss_disc_real_4: 0.22184048249171331 (-0.008393127757769347) | > avg_loss_disc_real_5: 0.23141946070469344 (+0.015244258710971265) | > avg_loss_0: 2.3888103044950033 (+0.01244479876298099) | > avg_loss_gen: 2.4785466836049 (+0.19887804526549058) | > avg_loss_kl: 2.721044586255 (-0.09367085420168353) | > avg_loss_feat: 7.172480509831355 (+0.28892621627220727) | > avg_loss_mel: 18.15939778548021 (+0.9340577859145007) | > avg_loss_duration: 2.317144889097947 (+0.00910601249107934) | > avg_loss_1: 32.84861439924975 (+1.3372971461369545)  > EPOCH: 463/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:29:09)   --> TIME: 2024-06-11 11:29:13 -- STEP: 9/330 -- GLOBAL_STEP: 240800 | > loss_disc: 2.3679842948913574 (2.331968996259901) | > loss_disc_real_0: 0.08323223143815994 (0.09502439200878143) | > loss_disc_real_1: 0.2321845442056656 (0.21215370959705776) | > loss_disc_real_2: 0.20151525735855103 (0.20393667121728262) | > loss_disc_real_3: 0.24076728522777557 (0.2367587619357639) | > loss_disc_real_4: 0.23397372663021088 (0.233196046617296) | > loss_disc_real_5: 0.24130402505397797 (0.23002295196056366) | > loss_0: 2.3679842948913574 (2.331968996259901) | > grad_norm_0: tensor(5.8313, device='cuda:0') (tensor(6.4096, device='cuda:0')) | > loss_gen: 2.496004104614258 (2.4866120550367565) | > loss_kl: 1.8492919206619263 (1.9004338449902005) | > loss_feat: 7.079314708709717 (6.955422825283474) | > loss_mel: 18.25558853149414 (18.336207495795357) | > loss_duration: 2.1346592903137207 (2.161259094874064) | > loss_1: 31.81485939025879 (31.839935726589626) | > grad_norm_1: tensor(87.7852, device='cuda:0') (tensor(72.2960, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.362 (0.35469918780856663) | > loader_time: 0.0035 (0.003180212444729275)  --> TIME: 2024-06-11 11:29:23 -- STEP: 34/330 -- GLOBAL_STEP: 240825 | > loss_disc: 2.2381229400634766 (2.2963144007851097) | > loss_disc_real_0: 0.07453051954507828 (0.10159617771997172) | > loss_disc_real_1: 0.17309577763080597 (0.19906180965549805) | > loss_disc_real_2: 0.2127414494752884 (0.20500109651509454) | > loss_disc_real_3: 0.21951287984848022 (0.22824777618927114) | > loss_disc_real_4: 0.18961428105831146 (0.22788026446805282) | > loss_disc_real_5: 0.1819957047700882 (0.21790656184448914) | > loss_0: 2.2381229400634766 (2.2963144007851097) | > grad_norm_0: tensor(11.1558, device='cuda:0') (tensor(7.4944, device='cuda:0')) | > loss_gen: 2.642810583114624 (2.5185617418850166) | > loss_kl: 2.016209125518799 (1.8897454808740055) | > loss_feat: 7.994887351989746 (7.1458187944748826) | > loss_mel: 18.663002014160156 (18.017839712255142) | > loss_duration: 2.0532045364379883 (2.057398371836718) | > loss_1: 33.370113372802734 (31.6293644063613) | > grad_norm_1: tensor(71.3570, device='cuda:0') (tensor(77.1575, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.3696 (0.3640284818761489) | > loader_time: 0.0032 (0.003425948760088752)  --> TIME: 2024-06-11 11:29:32 -- STEP: 59/330 -- GLOBAL_STEP: 240850 | > loss_disc: 2.4352540969848633 (2.319877685126612) | > loss_disc_real_0: 0.12154461443424225 (0.1069788946691206) | > loss_disc_real_1: 0.21051153540611267 (0.19782967663417428) | > loss_disc_real_2: 0.22175711393356323 (0.2095661537121918) | > loss_disc_real_3: 0.22761006653308868 (0.22867119893179103) | > loss_disc_real_4: 0.23612350225448608 (0.22927546703209312) | > loss_disc_real_5: 0.26110967993736267 (0.21969771865060775) | > loss_0: 2.4352540969848633 (2.319877685126612) | > grad_norm_0: tensor(18.4341, device='cuda:0') (tensor(9.4380, device='cuda:0')) | > loss_gen: 2.384716272354126 (2.5038419254755566) | > loss_kl: 1.7534058094024658 (1.8925748134063463) | > loss_feat: 6.646657466888428 (7.141729815531585) | > loss_mel: 16.228212356567383 (17.986679206460213) | > loss_duration: 1.9868509769439697 (2.0304913136918663) | > loss_1: 28.99984359741211 (31.555317183672372) | > grad_norm_1: tensor(144.8359, device='cuda:0') (tensor(96.4671, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.368 (0.37279597783492785) | > loader_time: 0.0032 (0.0035179833234366725)  --> TIME: 2024-06-11 11:29:42 -- STEP: 84/330 -- GLOBAL_STEP: 240875 | > loss_disc: 2.5317039489746094 (2.33024625551133) | > loss_disc_real_0: 0.15234211087226868 (0.1100589210788409) | > loss_disc_real_1: 0.2241818606853485 (0.1981225675415425) | > loss_disc_real_2: 0.2390630543231964 (0.21215053505840756) | > loss_disc_real_3: 0.20955480635166168 (0.22824753803156672) | > loss_disc_real_4: 0.24146471917629242 (0.22885785269595327) | > loss_disc_real_5: 0.24839043617248535 (0.22050620686440242) | > loss_0: 2.5317039489746094 (2.33024625551133) | > grad_norm_0: tensor(10.0646, device='cuda:0') (tensor(9.4906, device='cuda:0')) | > loss_gen: 2.2936198711395264 (2.4997294005893527) | > loss_kl: 1.872466802597046 (1.90081929734775) | > loss_feat: 6.216310024261475 (7.124633374668303) | > loss_mel: 17.605409622192383 (17.97085228420439) | > loss_duration: 2.066575527191162 (2.0210668870380943) | > loss_1: 30.05438232421875 (31.51710133325486) | > grad_norm_1: tensor(101.4565, device='cuda:0') (tensor(99.8223, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.372 (0.37270968017123995) | > loader_time: 0.0036 (0.0035724611509413947)  --> TIME: 2024-06-11 11:29:52 -- STEP: 109/330 -- GLOBAL_STEP: 240900 | > loss_disc: 2.336850643157959 (2.340224935374128) | > loss_disc_real_0: 0.11836011707782745 (0.11216739278047456) | > loss_disc_real_1: 0.1772608757019043 (0.19743033888143138) | > loss_disc_real_2: 0.17951154708862305 (0.21234535200333376) | > loss_disc_real_3: 0.23661372065544128 (0.22950529095229752) | > loss_disc_real_4: 0.2252860814332962 (0.2287752009039625) | > loss_disc_real_5: 0.19817978143692017 (0.22087624682745802) | > loss_0: 2.336850643157959 (2.340224935374128) | > grad_norm_0: tensor(7.2499, device='cuda:0') (tensor(10.4813, device='cuda:0')) | > loss_gen: 2.6066160202026367 (2.4920917585355427) | > loss_kl: 1.909032940864563 (1.911609025176512) | > loss_feat: 7.170327186584473 (7.095047005819618) | > loss_mel: 18.300565719604492 (17.971421233010954) | > loss_duration: 1.9660558700561523 (2.0204301055418235) | > loss_1: 31.952598571777344 (31.49059913355276) | > grad_norm_1: tensor(120.6999, device='cuda:0') (tensor(108.6396, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.384 (0.3735379494658304) | > loader_time: 0.0047 (0.003679747975200688)  --> TIME: 2024-06-11 11:30:01 -- STEP: 134/330 -- GLOBAL_STEP: 240925 | > loss_disc: 2.338038682937622 (2.348815318363815) | > loss_disc_real_0: 0.13121271133422852 (0.11405419658369091) | > loss_disc_real_1: 0.21661753952503204 (0.19852057477431512) | > loss_disc_real_2: 0.19625043869018555 (0.21341303858294416) | > loss_disc_real_3: 0.2102537453174591 (0.22955509530964183) | > loss_disc_real_4: 0.20396891236305237 (0.22832836088404726) | > loss_disc_real_5: 0.1890222281217575 (0.220524832828721) | > loss_0: 2.338038682937622 (2.348815318363815) | > grad_norm_0: tensor(40.2361, device='cuda:0') (tensor(11.4395, device='cuda:0')) | > loss_gen: 2.505513906478882 (2.4871218400215036) | > loss_kl: 1.8619160652160645 (1.918831398237997) | > loss_feat: 7.9864630699157715 (7.105517785940597) | > loss_mel: 18.772966384887695 (18.02488526301598) | > loss_duration: 2.0277395248413086 (2.0229920531386765) | > loss_1: 33.154598236083984 (31.559348405297122) | > grad_norm_1: tensor(459.5447, device='cuda:0') (tensor(125.5891, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.3996 (0.37554646427951643) | > loader_time: 0.0039 (0.0037560747630560574)  --> TIME: 2024-06-11 11:30:11 -- STEP: 159/330 -- GLOBAL_STEP: 240950 | > loss_disc: 2.4796664714813232 (2.353562494493879) | > loss_disc_real_0: 0.12204661220312119 (0.11429398281956617) | > loss_disc_real_1: 0.17228688299655914 (0.1989916576154577) | > loss_disc_real_2: 0.2523978352546692 (0.21376789403411578) | > loss_disc_real_3: 0.2544480562210083 (0.22969729476754772) | > loss_disc_real_4: 0.2324533462524414 (0.22885406467149844) | > loss_disc_real_5: 0.2238043248653412 (0.2210573484687685) | > loss_0: 2.4796664714813232 (2.353562494493879) | > grad_norm_0: tensor(72.5542, device='cuda:0') (tensor(14.0684, device='cuda:0')) | > loss_gen: 2.4691638946533203 (2.4915022730077583) | > loss_kl: 2.002145290374756 (1.9290004833689276) | > loss_feat: 6.68204402923584 (7.094719859789002) | > loss_mel: 17.251537322998047 (18.00182230967396) | > loss_duration: 2.043389320373535 (2.0257016930190277) | > loss_1: 30.448280334472656 (31.54274665784536) | > grad_norm_1: tensor(378.2125, device='cuda:0') (tensor(160.3469, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.3719 (0.37706764539082854) | > loader_time: 0.0042 (0.00384892907532506)  --> TIME: 2024-06-11 11:30:21 -- STEP: 184/330 -- GLOBAL_STEP: 240975 | > loss_disc: 2.3098361492156982 (2.3492882964403705) | > loss_disc_real_0: 0.11767540872097015 (0.11456646401759073) | > loss_disc_real_1: 0.19542339444160461 (0.19950938265284765) | > loss_disc_real_2: 0.22062981128692627 (0.21333440506587859) | > loss_disc_real_3: 0.24167974293231964 (0.22947143714713014) | > loss_disc_real_4: 0.18515627086162567 (0.22711789340752622) | > loss_disc_real_5: 0.24173101782798767 (0.2206365319535784) | > loss_0: 2.3098361492156982 (2.3492882964403705) | > grad_norm_0: tensor(37.6283, device='cuda:0') (tensor(16.6561, device='cuda:0')) | > loss_gen: 2.6800928115844727 (2.5031886528367577) | > loss_kl: 1.8643079996109009 (1.9256281755540683) | > loss_feat: 7.105522155761719 (7.104526452396227) | > loss_mel: 17.860424041748047 (17.969192100607827) | > loss_duration: 2.0633721351623535 (2.031943838881408) | > loss_1: 31.57371711730957 (31.534479265627652) | > grad_norm_1: tensor(430.6612, device='cuda:0') (tensor(187.3553, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.3919 (0.37865926001382927) | > loader_time: 0.0046 (0.003924768903981085)  --> TIME: 2024-06-11 11:30:31 -- STEP: 209/330 -- GLOBAL_STEP: 241000 | > loss_disc: 2.3202524185180664 (2.3522323934655422) | > loss_disc_real_0: 0.21038508415222168 (0.11598704689356126) | > loss_disc_real_1: 0.18273605406284332 (0.19936994972981906) | > loss_disc_real_2: 0.17727130651474 (0.21327652122700613) | > loss_disc_real_3: 0.21059563755989075 (0.22938211069723066) | > loss_disc_real_4: 0.20820429921150208 (0.22732682675836188) | > loss_disc_real_5: 0.20958688855171204 (0.22081085055638727) | > loss_0: 2.3202524185180664 (2.3522323934655422) | > grad_norm_0: tensor(120.3312, device='cuda:0') (tensor(20.3220, device='cuda:0')) | > loss_gen: 2.5857934951782227 (2.507650692497144) | > loss_kl: 1.945400595664978 (1.9314628274817216) | > loss_feat: 7.4599609375 (7.109247782584013) | > loss_mel: 17.663198471069336 (17.93434486206639) | > loss_duration: 2.1287097930908203 (2.0398570219295404) | > loss_1: 31.783063888549805 (31.52256324987092) | > grad_norm_1: tensor(460.3426, device='cuda:0') (tensor(220.9115, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.4034 (0.3814877745067105) | > loader_time: 0.0053 (0.004048790087540185) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_241000.pth  --> TIME: 2024-06-11 11:30:46 -- STEP: 234/330 -- GLOBAL_STEP: 241025 | > loss_disc: 2.442002296447754 (2.354060834289614) | > loss_disc_real_0: 0.12594343721866608 (0.11735999022220443) | > loss_disc_real_1: 0.20442020893096924 (0.19953787823518118) | > loss_disc_real_2: 0.23085284233093262 (0.21310068246645805) | > loss_disc_real_3: 0.23304390907287598 (0.22920832840295938) | > loss_disc_real_4: 0.2454846054315567 (0.227558109176974) | > loss_disc_real_5: 0.24312621355056763 (0.22092499545751473) | > loss_0: 2.442002296447754 (2.354060834289614) | > grad_norm_0: tensor(20.7963, device='cuda:0') (tensor(23.7234, device='cuda:0')) | > loss_gen: 2.4480624198913574 (2.509005546569824) | > loss_kl: 1.9543384313583374 (1.9319348824329865) | > loss_feat: 6.708785533905029 (7.098216454188029) | > loss_mel: 16.566404342651367 (17.8874633332603) | > loss_duration: 2.110483407974243 (2.0483300497389223) | > loss_1: 29.788074493408203 (31.474950309492584) | > grad_norm_1: tensor(403.2620, device='cuda:0') (tensor(243.3206, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.4187 (0.385160842512408) | > loader_time: 0.0051 (0.004179671279385562)  --> TIME: 2024-06-11 11:30:57 -- STEP: 259/330 -- GLOBAL_STEP: 241050 | > loss_disc: 2.4142606258392334 (2.35537950780861) | > loss_disc_real_0: 0.14287883043289185 (0.11802429799350071) | > loss_disc_real_1: 0.20471423864364624 (0.19945084594161355) | > loss_disc_real_2: 0.2156635820865631 (0.21332710641921718) | > loss_disc_real_3: 0.24352478981018066 (0.22953571689865304) | > loss_disc_real_4: 0.23108139634132385 (0.22756614723030666) | > loss_disc_real_5: 0.24267232418060303 (0.22116434315226713) | > loss_0: 2.4142606258392334 (2.35537950780861) | > grad_norm_0: tensor(8.3180, device='cuda:0') (tensor(23.1546, device='cuda:0')) | > loss_gen: 2.351290702819824 (2.503013238943682) | > loss_kl: 1.878749132156372 (1.9392234257289342) | > loss_feat: 6.094895839691162 (7.095785663855122) | > loss_mel: 17.39873695373535 (17.870701918730866) | > loss_duration: 2.148890495300293 (2.0559449513446375) | > loss_1: 29.87256622314453 (31.464669231282237) | > grad_norm_1: tensor(52.5600, device='cuda:0') (tensor(245.2675, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.4175 (0.3887333750264526) | > loader_time: 0.0055 (0.004316334558729963)  --> TIME: 2024-06-11 11:31:09 -- STEP: 284/330 -- GLOBAL_STEP: 241075 | > loss_disc: 2.3892264366149902 (2.3567140866333314) | > loss_disc_real_0: 0.11581440269947052 (0.11868133982249969) | > loss_disc_real_1: 0.21362145245075226 (0.19968443731187097) | > loss_disc_real_2: 0.21148453652858734 (0.21318566237746828) | > loss_disc_real_3: 0.23010197281837463 (0.2296155708986269) | > loss_disc_real_4: 0.25764837861061096 (0.22743446290702887) | > loss_disc_real_5: 0.22992566227912903 (0.2206727639365364) | > loss_0: 2.3892264366149902 (2.3567140866333314) | > grad_norm_0: tensor(51.1622, device='cuda:0') (tensor(23.8952, device='cuda:0')) | > loss_gen: 2.589890956878662 (2.500034092177807) | > loss_kl: 2.0865328311920166 (1.9436038925614156) | > loss_feat: 6.661064147949219 (7.100141061863429) | > loss_mel: 17.764833450317383 (17.83366520975676) | > loss_duration: 2.152420997619629 (2.0649664456575656) | > loss_1: 31.254741668701172 (31.442410737695827) | > grad_norm_1: tensor(467.3253, device='cuda:0') (tensor(256.6968, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.442 (0.3935456301125003) | > loader_time: 0.0061 (0.004466809017557497)  --> TIME: 2024-06-11 11:31:21 -- STEP: 309/330 -- GLOBAL_STEP: 241100 | > loss_disc: 2.3504366874694824 (2.360224284786236) | > loss_disc_real_0: 0.09132714569568634 (0.12009769338137895) | > loss_disc_real_1: 0.2826758325099945 (0.20047500300368834) | > loss_disc_real_2: 0.2668786942958832 (0.21347355505023574) | > loss_disc_real_3: 0.24471651017665863 (0.22923700487343623) | > loss_disc_real_4: 0.23198507726192474 (0.22742632354540346) | > loss_disc_real_5: 0.2608003318309784 (0.22087196185943758) | > loss_0: 2.3504366874694824 (2.360224284786236) | > grad_norm_0: tensor(10.2729, device='cuda:0') (tensor(26.3629, device='cuda:0')) | > loss_gen: 3.1199116706848145 (2.5023150791242283) | > loss_kl: 1.7958097457885742 (1.945981843186042) | > loss_feat: 7.43307638168335 (7.118016468282656) | > loss_mel: 16.918973922729492 (17.792477450324483) | > loss_duration: 2.2349488735198975 (2.0763530758206477) | > loss_1: 31.50271987915039 (31.435143949144482) | > grad_norm_1: tensor(526.9586, device='cuda:0') (tensor(272.3080, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.51 (0.40098251725477685) | > loader_time: 0.0069 (0.004639016771779479)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.360163927078247 (2.360163927078247) | > loss_disc_real_0: 0.08119744062423706 (0.08119744062423706) | > loss_disc_real_1: 0.25206196308135986 (0.25206196308135986) | > loss_disc_real_2: 0.2644454538822174 (0.2644454538822174) | > loss_disc_real_3: 0.2426997721195221 (0.2426997721195221) | > loss_disc_real_4: 0.25988662242889404 (0.25988662242889404) | > loss_disc_real_5: 0.24732312560081482 (0.24732312560081482) | > loss_0: 2.360163927078247 (2.360163927078247) | > loss_gen: 2.578101873397827 (2.578101873397827) | > loss_kl: 1.864201545715332 (1.864201545715332) | > loss_feat: 8.636968612670898 (8.636968612670898) | > loss_mel: 18.078317642211914 (18.078317642211914) | > loss_duration: 2.992560386657715 (2.992560386657715) | > loss_1: 34.150150299072266 (34.150150299072266)  --> STEP: 1 | > loss_disc: 2.2237491607666016 (2.2237491607666016) | > loss_disc_real_0: 0.07552133500576019 (0.07552133500576019) | > loss_disc_real_1: 0.17961177229881287 (0.17961177229881287) | > loss_disc_real_2: 0.2256476879119873 (0.2256476879119873) | > loss_disc_real_3: 0.24356728792190552 (0.24356728792190552) | > loss_disc_real_4: 0.2740919888019562 (0.2740919888019562) | > loss_disc_real_5: 0.24951985478401184 (0.24951985478401184) | > loss_0: 2.2237491607666016 (2.2237491607666016) | > loss_gen: 2.496171712875366 (2.496171712875366) | > loss_kl: 2.605015516281128 (2.605015516281128) | > loss_feat: 6.130445957183838 (6.130445957183838) | > loss_mel: 17.40876579284668 (17.40876579284668) | > loss_duration: 2.4180731773376465 (2.4180731773376465) | > loss_1: 31.0584716796875 (31.0584716796875)  --> STEP: 2 | > loss_disc: 2.5866260528564453 (2.4051876068115234) | > loss_disc_real_0: 0.09962593764066696 (0.08757363632321358) | > loss_disc_real_1: 0.20049484074115753 (0.1900533065199852) | > loss_disc_real_2: 0.24596235156059265 (0.23580501973628998) | > loss_disc_real_3: 0.34156540036201477 (0.29256634414196014) | > loss_disc_real_4: 0.3065216541290283 (0.29030682146549225) | > loss_disc_real_5: 0.28328070044517517 (0.2664002776145935) | > loss_0: 2.5866260528564453 (2.4051876068115234) | > loss_gen: 2.2720491886138916 (2.384110450744629) | > loss_kl: 2.6315677165985107 (2.6182916164398193) | > loss_feat: 6.150485515594482 (6.14046573638916) | > loss_mel: 18.82242202758789 (18.115593910217285) | > loss_duration: 2.4405229091644287 (2.4292980432510376) | > loss_1: 32.317047119140625 (31.687759399414062)  --> STEP: 3 | > loss_disc: 2.0923357009887695 (2.300903638203939) | > loss_disc_real_0: 0.07497841864824295 (0.0833752304315567) | > loss_disc_real_1: 0.1277775913476944 (0.16929473479588827) | > loss_disc_real_2: 0.22295738756656647 (0.23152247567971548) | > loss_disc_real_3: 0.23824332654476166 (0.27445867160956067) | > loss_disc_real_4: 0.25630760192871094 (0.2789737482865651) | > loss_disc_real_5: 0.2705543637275696 (0.2677849729855855) | > loss_0: 2.0923357009887695 (2.300903638203939) | > loss_gen: 2.8285064697265625 (2.53224245707194) | > loss_kl: 3.062520980834961 (2.7663680712381997) | > loss_feat: 7.008665084838867 (6.4298655192057295) | > loss_mel: 19.031742095947266 (18.420976638793945) | > loss_duration: 2.284013509750366 (2.3808698654174805) | > loss_1: 34.21544647216797 (32.530321756998696)  --> STEP: 4 | > loss_disc: 2.223906993865967 (2.281654477119446) | > loss_disc_real_0: 0.09959050267934799 (0.08742904849350452) | > loss_disc_real_1: 0.09621639549732208 (0.15102514997124672) | > loss_disc_real_2: 0.19489136338233948 (0.22236469760537148) | > loss_disc_real_3: 0.20057497918605804 (0.255987748503685) | > loss_disc_real_4: 0.2696782350540161 (0.2766498699784279) | > loss_disc_real_5: 0.28114086389541626 (0.2711239457130432) | > loss_0: 2.223906993865967 (2.281654477119446) | > loss_gen: 2.4063332080841064 (2.5007651448249817) | > loss_kl: 3.284442186355591 (2.8958866000175476) | > loss_feat: 8.216568946838379 (6.876541376113892) | > loss_mel: 18.635944366455078 (18.47471857070923) | > loss_duration: 2.3203952312469482 (2.3657512068748474) | > loss_1: 34.863685607910156 (33.11366271972656)  --> STEP: 5 | > loss_disc: 2.226273775100708 (2.2705783367156984) | > loss_disc_real_0: 0.1440458595752716 (0.09875241070985794) | > loss_disc_real_1: 0.2307121455669403 (0.16696254909038544) | > loss_disc_real_2: 0.21992577612400055 (0.22187691330909728) | > loss_disc_real_3: 0.236216202378273 (0.2520334392786026) | > loss_disc_real_4: 0.23958195745944977 (0.26923628747463224) | > loss_disc_real_5: 0.190298393368721 (0.2549588352441788) | > loss_0: 2.226273775100708 (2.2705783367156984) | > loss_gen: 2.6178958415985107 (2.5241912841796874) | > loss_kl: 2.03115177154541 (2.72293963432312) | > loss_feat: 6.137150287628174 (6.728663158416748) | > loss_mel: 18.956689834594727 (18.571112823486327) | > loss_duration: 2.3785228729248047 (2.368305540084839) | > loss_1: 32.12141036987305 (32.91521224975586)  --> STEP: 6 | > loss_disc: 2.2424306869506836 (2.2658870617548623) | > loss_disc_real_0: 0.07814985513687134 (0.09531865144769351) | > loss_disc_real_1: 0.23062969744205475 (0.17757374048233032) | > loss_disc_real_2: 0.24340510368347168 (0.2254649450381597) | > loss_disc_real_3: 0.23328620195388794 (0.2489088997244835) | > loss_disc_real_4: 0.2335306853055954 (0.2632853537797928) | > loss_disc_real_5: 0.1990903615951538 (0.24564742296934128) | > loss_0: 2.2424306869506836 (2.2658870617548623) | > loss_gen: 2.3864409923553467 (2.501232902208964) | > loss_kl: 2.588167428970337 (2.7004776000976562) | > loss_feat: 5.9000067710876465 (6.5905537605285645) | > loss_mel: 19.2622013092041 (18.686294237772625) | > loss_duration: 2.2381811141967773 (2.346618135770162) | > loss_1: 32.374996185302734 (32.82517623901367)  --> STEP: 7 | > loss_disc: 2.4751315116882324 (2.295779126031058) | > loss_disc_real_0: 0.05970706790685654 (0.09023128237043108) | > loss_disc_real_1: 0.24034219980239868 (0.1865406632423401) | > loss_disc_real_2: 0.23538319766521454 (0.2268818382705961) | > loss_disc_real_3: 0.23080064356327057 (0.24632200598716736) | > loss_disc_real_4: 0.22868642210960388 (0.25834264925548006) | > loss_disc_real_5: 0.2546709477901459 (0.24693649794374192) | > loss_0: 2.4751315116882324 (2.295779126031058) | > loss_gen: 2.222655773162842 (2.4614361694880893) | > loss_kl: 3.7869577407836914 (2.85568904876709) | > loss_feat: 5.510494232177734 (6.436259542192731) | > loss_mel: 15.578425407409668 (18.2423129762922) | > loss_duration: 2.5798287391662598 (2.379933936255319) | > loss_1: 29.678361892700195 (32.37563133239746)  --> STEP: 8 | > loss_disc: 2.008568286895752 (2.259877771139145) | > loss_disc_real_0: 0.11404519528150558 (0.0932080214843154) | > loss_disc_real_1: 0.14829076826572418 (0.1817594263702631) | > loss_disc_real_2: 0.12092222273349762 (0.21363688632845879) | > loss_disc_real_3: 0.19780859351158142 (0.24025782942771912) | > loss_disc_real_4: 0.14014796912670135 (0.24356831423938272) | > loss_disc_real_5: 0.1471889764070511 (0.23446805775165558) | > loss_0: 2.008568286895752 (2.259877771139145) | > loss_gen: 2.3990538120269775 (2.4536383748054504) | > loss_kl: 3.374300241470337 (2.9205154478549957) | > loss_feat: 9.084007263183594 (6.767228007316589) | > loss_mel: 19.059907913208008 (18.344512343406677) | > loss_duration: 2.207458734512329 (2.358374536037445) | > loss_1: 36.12472915649414 (32.844268560409546)  --> STEP: 9 | > loss_disc: 2.412400245666504 (2.276824712753296) | > loss_disc_real_0: 0.10171996057033539 (0.09415379249387318) | > loss_disc_real_1: 0.15291929244995117 (0.178554967045784) | > loss_disc_real_2: 0.27499544620513916 (0.2204545040925344) | > loss_disc_real_3: 0.25582364201545715 (0.24198736415969002) | > loss_disc_real_4: 0.2430465668439865 (0.24351034230656093) | > loss_disc_real_5: 0.22994467616081238 (0.23396545979711744) | > loss_0: 2.412400245666504 (2.276824712753296) | > loss_gen: 2.314413070678711 (2.438168896569146) | > loss_kl: 2.549161195755005 (2.87925386428833) | > loss_feat: 6.577035903930664 (6.74609555138482) | > loss_mel: 19.153400421142578 (18.434388796488445) | > loss_duration: 2.156243085861206 (2.335915486017863) | > loss_1: 32.7502555847168 (32.833822674221466)  --> STEP: 10 | > loss_disc: 2.4465389251708984 (2.2937961339950563) | > loss_disc_real_0: 0.0753926932811737 (0.09227768257260323) | > loss_disc_real_1: 0.22998398542404175 (0.18369786888360978) | > loss_disc_real_2: 0.3299763798713684 (0.23140669167041777) | > loss_disc_real_3: 0.2608829140663147 (0.24387691915035248) | > loss_disc_real_4: 0.2621694505214691 (0.24537625312805175) | > loss_disc_real_5: 0.23959365487098694 (0.2345282793045044) | > loss_0: 2.4465389251708984 (2.2937961339950563) | > loss_gen: 2.407050609588623 (2.4350570678710937) | > loss_kl: 2.3046834468841553 (2.8217968225479124) | > loss_feat: 7.896742343902588 (6.861160230636597) | > loss_mel: 18.233110427856445 (18.414260959625246) | > loss_duration: 2.3821282386779785 (2.3405367612838743) | > loss_1: 33.223716735839844 (32.8728120803833)  --> STEP: 11 | > loss_disc: 2.4343769550323486 (2.30657620863481) | > loss_disc_real_0: 0.13779844343662262 (0.09641593356024135) | > loss_disc_real_1: 0.14628854393959045 (0.1802970211614262) | > loss_disc_real_2: 0.19786687195301056 (0.2283576171506535) | > loss_disc_real_3: 0.2602906823158264 (0.24536907943812283) | > loss_disc_real_4: 0.2431379109621048 (0.24517276747660202) | > loss_disc_real_5: 0.2707239091396332 (0.2378187911076979) | > loss_0: 2.4343769550323486 (2.30657620863481) | > loss_gen: 2.1846771240234375 (2.412295254794034) | > loss_kl: 3.5447998046875 (2.887524366378784) | > loss_feat: 7.484263896942139 (6.917806018482555) | > loss_mel: 17.363597869873047 (18.318746133284137) | > loss_duration: 2.460139751434326 (2.351409760388461) | > loss_1: 33.037479400634766 (32.8877818367698)  --> STEP: 12 | > loss_disc: 2.3658792972564697 (2.311518132686615) | > loss_disc_real_0: 0.0907306969165802 (0.09594216383993626) | > loss_disc_real_1: 0.18319171667099 (0.1805382457872232) | > loss_disc_real_2: 0.2770620584487915 (0.232416320592165) | > loss_disc_real_3: 0.29068174958229065 (0.24914513528347015) | > loss_disc_real_4: 0.2279214859008789 (0.2437351606786251) | > loss_disc_real_5: 0.24824433028697968 (0.23868758603930473) | > loss_0: 2.3658792972564697 (2.311518132686615) | > loss_gen: 2.4569644927978516 (2.416017691294352) | > loss_kl: 2.465817928314209 (2.852382163206736) | > loss_feat: 6.275308132171631 (6.864264527956645) | > loss_mel: 16.87580108642578 (18.198500712712605) | > loss_duration: 2.2803430557250977 (2.3454875349998474) | > loss_1: 30.354236602783203 (32.67665306727091)  --> STEP: 13 | > loss_disc: 2.1633875370025635 (2.3001234714801493) | > loss_disc_real_0: 0.09157049655914307 (0.0956058817414137) | > loss_disc_real_1: 0.18418508768081665 (0.18081877208673036) | > loss_disc_real_2: 0.22860528528690338 (0.2321231640302218) | > loss_disc_real_3: 0.2499357908964157 (0.24920595494600442) | > loss_disc_real_4: 0.2103986293077469 (0.24117081211163446) | > loss_disc_real_5: 0.2575377821922302 (0.24013760112799132) | > loss_0: 2.1633875370025635 (2.3001234714801493) | > loss_gen: 2.5260462760925293 (2.4244814285865197) | > loss_kl: 3.261716842651367 (2.8838694462409387) | > loss_feat: 7.757771015167236 (6.932995796203613) | > loss_mel: 16.65203285217285 (18.07954164651724) | > loss_duration: 2.230722188949585 (2.3366594314575195) | > loss_1: 32.428287506103516 (32.657548024104194)  --> STEP: 14 | > loss_disc: 2.2616820335388184 (2.29737765448434) | > loss_disc_real_0: 0.140520840883255 (0.09881409310868808) | > loss_disc_real_1: 0.16887781023979187 (0.17996584624052048) | > loss_disc_real_2: 0.21756023168563843 (0.23108295457703726) | > loss_disc_real_3: 0.2187323123216629 (0.2470292661871229) | > loss_disc_real_4: 0.2386978417634964 (0.24099417137248175) | > loss_disc_real_5: 0.23803682625293732 (0.23998754577977316) | > loss_0: 2.2616820335388184 (2.29737765448434) | > loss_gen: 2.438312530517578 (2.425469364438738) | > loss_kl: 3.8729453086853027 (2.9545177221298218) | > loss_feat: 7.836392879486084 (6.997524159295218) | > loss_mel: 18.095090866088867 (18.08065230505807) | > loss_duration: 2.3590140342712402 (2.3382561888013567) | > loss_1: 34.60175323486328 (32.7964198248727)  --> STEP: 15 | > loss_disc: 2.2864372730255127 (2.296648295720418) | > loss_disc_real_0: 0.16636548936367035 (0.1033175195256869) | > loss_disc_real_1: 0.19229786098003387 (0.18078798055648804) | > loss_disc_real_2: 0.2038746476173401 (0.22926906744639078) | > loss_disc_real_3: 0.2580709457397461 (0.24776537815729777) | > loss_disc_real_4: 0.2203659862279892 (0.23961895902951558) | > loss_disc_real_5: 0.21847796440124512 (0.2385535736878713) | > loss_0: 2.2864372730255127 (2.296648295720418) | > loss_gen: 2.4306252002716064 (2.425813086827596) | > loss_kl: 3.4853312969207764 (2.989905293782552) | > loss_feat: 7.253376483917236 (7.014580980936686) | > loss_mel: 18.558063507080078 (18.112479718526206) | > loss_duration: 2.3543338775634766 (2.3393280347188314) | > loss_1: 34.08173370361328 (32.882107416788735)  --> STEP: 16 | > loss_disc: 2.1668624877929688 (2.2885366827249527) | > loss_disc_real_0: 0.05139981955289841 (0.10007266327738762) | > loss_disc_real_1: 0.15806254744529724 (0.1793676409870386) | > loss_disc_real_2: 0.2339303344488144 (0.22956039663404226) | > loss_disc_real_3: 0.24699047207832336 (0.24771694652736187) | > loss_disc_real_4: 0.20036768913269043 (0.237165754660964) | > loss_disc_real_5: 0.13049203157424927 (0.23179972730576992) | > loss_0: 2.1668624877929688 (2.2885366827249527) | > loss_gen: 2.4108026027679443 (2.424874931573868) | > loss_kl: 2.2653236389160156 (2.9446189403533936) | > loss_feat: 9.315516471862793 (7.158389449119568) | > loss_mel: 18.976940155029297 (18.166508495807648) | > loss_duration: 2.3191585540771484 (2.338067442178726) | > loss_1: 35.287742614746094 (33.03245961666107)  --> STEP: 17 | > loss_disc: 2.4528772830963135 (2.2982037768644443) | > loss_disc_real_0: 0.16967639327049255 (0.10416700033580556) | > loss_disc_real_1: 0.2782672643661499 (0.1851852658916922) | > loss_disc_real_2: 0.3109971284866333 (0.23435079262537115) | > loss_disc_real_3: 0.3103598654270172 (0.2514018241096945) | > loss_disc_real_4: 0.2885710597038269 (0.2401895961340736) | > loss_disc_real_5: 0.2644202411174774 (0.23371858105939977) | > loss_0: 2.4528772830963135 (2.2982037768644443) | > loss_gen: 2.774824857711792 (2.445460221346687) | > loss_kl: 2.1207923889160156 (2.896158554974724) | > loss_feat: 6.233323574066162 (7.103973809410544) | > loss_mel: 16.908109664916992 (18.09248503516702) | > loss_duration: 2.4041855335235596 (2.3419567416695988) | > loss_1: 30.44123649597168 (32.88003472720875)  --> STEP: 18 | > loss_disc: 2.0000462532043457 (2.281639469994439) | > loss_disc_real_0: 0.08259019255638123 (0.1029682887925042) | > loss_disc_real_1: 0.1222277283668518 (0.18168762491808998) | > loss_disc_real_2: 0.14593125879764557 (0.22943859630160862) | > loss_disc_real_3: 0.16869209706783295 (0.24680683927403557) | > loss_disc_real_4: 0.12861056625843048 (0.2339907611409823) | > loss_disc_real_5: 0.14473718404769897 (0.2287751701143053) | > loss_0: 2.0000462532043457 (2.281639469994439) | > loss_gen: 2.3179211616516113 (2.438374718030294) | > loss_kl: 2.5684151649475098 (2.877950588862101) | > loss_feat: 9.905531883239746 (7.259615924623278) | > loss_mel: 20.50489044189453 (18.226507557762993) | > loss_duration: 2.2623746395111084 (2.337535513771905) | > loss_1: 37.55913162231445 (33.13998455471463)  --> STEP: 19 | > loss_disc: 2.6142067909240723 (2.299143013201262) | > loss_disc_real_0: 0.18537193536758423 (0.10730532282277157) | > loss_disc_real_1: 0.2056111991405487 (0.18294676040348254) | > loss_disc_real_2: 0.20569394528865814 (0.22818887782724281) | > loss_disc_real_3: 0.26603057980537415 (0.24781861509147443) | > loss_disc_real_4: 0.21829664707183838 (0.23316475513734317) | > loss_disc_real_5: 0.2666547894477844 (0.23076883428975156) | > loss_0: 2.6142067909240723 (2.299143013201262) | > loss_gen: 2.0536365509033203 (2.4181253408130847) | > loss_kl: 2.108808755874634 (2.8374694397574975) | > loss_feat: 4.518982887268066 (7.115372080551951) | > loss_mel: 17.239330291748047 (18.17455085955168) | > loss_duration: 2.3515210151672363 (2.3382715927927116) | > loss_1: 28.272279739379883 (32.88378956443385)  --> STEP: 20 | > loss_disc: 2.4235308170318604 (2.3053624033927917) | > loss_disc_real_0: 0.10927502065896988 (0.1074038077145815) | > loss_disc_real_1: 0.18812310695648193 (0.1832055777311325) | > loss_disc_real_2: 0.19578512012958527 (0.22656868994235993) | > loss_disc_real_3: 0.2672974169254303 (0.24879255518317223) | > loss_disc_real_4: 0.2790156602859497 (0.23545730039477347) | > loss_disc_real_5: 0.27815428376197815 (0.23313810676336288) | > loss_0: 2.4235308170318604 (2.3053624033927917) | > loss_gen: 2.282339572906494 (2.411336052417755) | > loss_kl: 2.627260446548462 (2.826958990097046) | > loss_feat: 4.8850531578063965 (7.003856134414673) | > loss_mel: 18.57468032836914 (18.194557332992552) | > loss_duration: 2.2780520915985107 (2.3352606177330015) | > loss_1: 30.647384643554688 (32.771969318389885)  --> STEP: 21 | > loss_disc: 2.3414063453674316 (2.30707878158206) | > loss_disc_real_0: 0.08872459828853607 (0.10651432155143647) | > loss_disc_real_1: 0.1895872801542282 (0.18350946832270848) | > loss_disc_real_2: 0.2533336281776428 (0.22784321081070674) | > loss_disc_real_3: 0.2552955746650696 (0.2491022227775483) | > loss_disc_real_4: 0.25436827540397644 (0.23635782301425934) | > loss_disc_real_5: 0.15797483921051025 (0.2295589035465604) | > loss_0: 2.3414063453674316 (2.30707878158206) | > loss_gen: 2.324765682220459 (2.4072136538369313) | > loss_kl: 1.9129362106323242 (2.783434095836821) | > loss_feat: 5.546586990356445 (6.9344623656499955) | > loss_mel: 16.843595504760742 (18.13022581736247) | > loss_duration: 2.1773488521575928 (2.3277410098484586) | > loss_1: 28.805234909057617 (32.583077203659776)  --> STEP: 22 | > loss_disc: 2.388371229171753 (2.310773892836137) | > loss_disc_real_0: 0.06015981361269951 (0.10440729846331206) | > loss_disc_real_1: 0.1491255909204483 (0.18194656480442395) | > loss_disc_real_2: 0.2820645868778229 (0.23030781881375748) | > loss_disc_real_3: 0.2757204473018646 (0.2503121420741081) | > loss_disc_real_4: 0.22272321581840515 (0.23573806814172052) | > loss_disc_real_5: 0.2088726907968521 (0.22861862114884637) | > loss_0: 2.388371229171753 (2.310773892836137) | > loss_gen: 2.215763807296753 (2.398511388085105) | > loss_kl: 2.180004596710205 (2.7560054822401567) | > loss_feat: 7.42619514465332 (6.956813855604692) | > loss_mel: 18.2285099029541 (18.13469327579845) | > loss_duration: 2.2019505500793457 (2.3220232616771352) | > loss_1: 32.25242233276367 (32.56804743680087)  --> STEP: 23 | > loss_disc: 2.343864917755127 (2.3122126330500063) | > loss_disc_real_0: 0.11707807332277298 (0.10495820171807123) | > loss_disc_real_1: 0.16152021288871765 (0.18105846254721933) | > loss_disc_real_2: 0.2421707957983017 (0.23082360042178113) | > loss_disc_real_3: 0.26559457182884216 (0.25097659554170526) | > loss_disc_real_4: 0.2201901078224182 (0.23506206986696823) | > loss_disc_real_5: 0.16833071410655975 (0.22599740779918173) | > loss_0: 2.343864917755127 (2.3122126330500063) | > loss_gen: 2.198478937149048 (2.3898143250009283) | > loss_kl: 2.2046995162963867 (2.7320356576339058) | > loss_feat: 6.580544471740723 (6.940454317175823) | > loss_mel: 18.13220977783203 (18.134585297625996) | > loss_duration: 2.2862420082092285 (2.3204675550046177) | > loss_1: 31.40217399597168 (32.5173572871996)  --> STEP: 24 | > loss_disc: 2.3715789318084717 (2.3146862288316092) | > loss_disc_real_0: 0.06648057699203491 (0.10335496735448639) | > loss_disc_real_1: 0.162083700299263 (0.18026784745355448) | > loss_disc_real_2: 0.14776019752025604 (0.22736262530088425) | > loss_disc_real_3: 0.18160618841648102 (0.24808616191148758) | > loss_disc_real_4: 0.21110503375530243 (0.23406386002898216) | > loss_disc_real_5: 0.23062892258167267 (0.22619038758178553) | > loss_0: 2.3715789318084717 (2.3146862288316092) | > loss_gen: 1.976172924041748 (2.372579266627629) | > loss_kl: 2.2126452922821045 (2.710394392410914) | > loss_feat: 6.727420330047607 (6.931577901045482) | > loss_mel: 18.04096221923828 (18.13068433602651) | > loss_duration: 2.415496826171875 (2.32442710796992) | > loss_1: 31.372697830200195 (32.46966314315796)  --> STEP: 25 | > loss_disc: 2.4534285068511963 (2.3202359199523928) | > loss_disc_real_0: 0.09174475818872452 (0.10289055898785592) | > loss_disc_real_1: 0.21405665576457977 (0.18161939978599548) | > loss_disc_real_2: 0.24126555025577545 (0.2279187422990799) | > loss_disc_real_3: 0.26575514674186707 (0.24879292130470276) | > loss_disc_real_4: 0.17718978226184845 (0.23178889691829682) | > loss_disc_real_5: 0.15038852393627167 (0.22315831303596498) | > loss_0: 2.4534285068511963 (2.3202359199523928) | > loss_gen: 2.0653395652770996 (2.360289678573608) | > loss_kl: 2.6428847312927246 (2.7076940059661867) | > loss_feat: 9.677767753601074 (7.041425495147705) | > loss_mel: 17.246103286743164 (18.095301094055177) | > loss_duration: 2.288337230682373 (2.322983512878418) | > loss_1: 33.920433044433594 (32.52769393920899)  --> STEP: 26 | > loss_disc: 1.883244276046753 (2.303428549032945) | > loss_disc_real_0: 0.07268895208835602 (0.10172895872249053) | > loss_disc_real_1: 0.11581132560968399 (0.1790883200099835) | > loss_disc_real_2: 0.19743512570858002 (0.2267462955071376) | > loss_disc_real_3: 0.1256229430437088 (0.24405561444851068) | > loss_disc_real_4: 0.08292623609304428 (0.2260634099634794) | > loss_disc_real_5: 0.16972699761390686 (0.2211032624428089) | > loss_0: 1.883244276046753 (2.303428549032945) | > loss_gen: 2.281816244125366 (2.357271469556368) | > loss_kl: 2.5841732025146484 (2.702943205833435) | > loss_feat: 16.828710556030273 (7.417859535950881) | > loss_mel: 20.512052536010742 (18.18825307259193) | > loss_duration: 2.281712532043457 (2.321396167461689) | > loss_1: 44.488460540771484 (32.98772342388447) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025213039838350737 (+5.9870573190542835e-05) | > avg_loss_disc: 2.303428549032945 (-0.08538175546205817) | > avg_loss_disc_real_0: 0.10172895872249053 (-0.04795225036258881) | > avg_loss_disc_real_1: 0.1790883200099835 (-0.06510102118437106) | > avg_loss_disc_real_2: 0.2267462955071376 (-0.00039449334144592285) | > avg_loss_disc_real_3: 0.24405561444851068 (+0.00029832124710085783) | > avg_loss_disc_real_4: 0.2260634099634794 (+0.004222927471766086) | > avg_loss_disc_real_5: 0.2211032624428089 (-0.01031619826188454) | > avg_loss_0: 2.303428549032945 (-0.08538175546205817) | > avg_loss_gen: 2.357271469556368 (-0.12127521404853203) | > avg_loss_kl: 2.702943205833435 (-0.01810138042156506) | > avg_loss_feat: 7.417859535950881 (+0.2453790261195259) | > avg_loss_mel: 18.18825307259193 (+0.02885528711172114) | > avg_loss_duration: 2.321396167461689 (+0.004251278363741839) | > avg_loss_1: 32.98772342388447 (+0.1391090246347204)  > EPOCH: 464/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:31:53)   --> TIME: 2024-06-11 11:31:55 -- STEP: 4/330 -- GLOBAL_STEP: 241125 | > loss_disc: 2.253129243850708 (2.2797186374664307) | > loss_disc_real_0: 0.09003216028213501 (0.09111457876861095) | > loss_disc_real_1: 0.18532580137252808 (0.1682320535182953) | > loss_disc_real_2: 0.17275257408618927 (0.20462577417492867) | > loss_disc_real_3: 0.20194263756275177 (0.22463275864720345) | > loss_disc_real_4: 0.208806574344635 (0.22848692163825035) | > loss_disc_real_5: 0.22436198592185974 (0.23919879645109177) | > loss_0: 2.253129243850708 (2.2797186374664307) | > grad_norm_0: tensor(6.4406, device='cuda:0') (tensor(6.0679, device='cuda:0')) | > loss_gen: 2.6149187088012695 (2.4933894872665405) | > loss_kl: 1.9818543195724487 (1.8711662590503693) | > loss_feat: 7.831657886505127 (6.809475421905518) | > loss_mel: 19.024316787719727 (18.654316902160645) | > loss_duration: 2.200878620147705 (2.2077714800834656) | > loss_1: 33.65362548828125 (32.03611946105957) | > grad_norm_1: tensor(69.7092, device='cuda:0') (tensor(92.2243, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3495 (0.36025261878967285) | > loader_time: 0.0029 (0.003242969512939453)  --> TIME: 2024-06-11 11:32:04 -- STEP: 29/330 -- GLOBAL_STEP: 241150 | > loss_disc: 2.3136491775512695 (2.3066993664050925) | > loss_disc_real_0: 0.10745938122272491 (0.10214061341409025) | > loss_disc_real_1: 0.20856457948684692 (0.1932218619461717) | > loss_disc_real_2: 0.21004323661327362 (0.20750292930109748) | > loss_disc_real_3: 0.22947724163532257 (0.22577192711419072) | > loss_disc_real_4: 0.2153017818927765 (0.22893941094135417) | > loss_disc_real_5: 0.22097483277320862 (0.22533440127454954) | > loss_0: 2.3136491775512695 (2.3066993664050925) | > grad_norm_0: tensor(11.5271, device='cuda:0') (tensor(7.4904, device='cuda:0')) | > loss_gen: 2.4935622215270996 (2.5070649755412147) | > loss_kl: 1.7246423959732056 (1.8693979033108414) | > loss_feat: 6.95932674407959 (7.055886120631777) | > loss_mel: 18.397972106933594 (18.091396200245825) | > loss_duration: 2.0269570350646973 (2.062498298184625) | > loss_1: 31.602460861206055 (31.586243662340888) | > grad_norm_1: tensor(102.9344, device='cuda:0') (tensor(88.2632, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3503 (0.35923877255669956) | > loader_time: 0.0039 (0.003273273336476293)  --> TIME: 2024-06-11 11:32:13 -- STEP: 54/330 -- GLOBAL_STEP: 241175 | > loss_disc: 2.265773057937622 (2.3236188844398216) | > loss_disc_real_0: 0.09398854523897171 (0.10834803197670867) | > loss_disc_real_1: 0.20537425577640533 (0.1948882628370214) | > loss_disc_real_2: 0.21900667250156403 (0.20883354323881645) | > loss_disc_real_3: 0.20622572302818298 (0.22606886978502627) | > loss_disc_real_4: 0.23232805728912354 (0.23145121391172763) | > loss_disc_real_5: 0.19708436727523804 (0.22427366784325353) | > loss_0: 2.265773057937622 (2.3236188844398216) | > grad_norm_0: tensor(6.7960, device='cuda:0') (tensor(7.2241, device='cuda:0')) | > loss_gen: 2.502152442932129 (2.5092523097991943) | > loss_kl: 1.9281938076019287 (1.8758099807633295) | > loss_feat: 7.532086372375488 (7.132534247857553) | > loss_mel: 19.143056869506836 (18.11798505429867) | > loss_duration: 1.9773627519607544 (2.0344544053077698) | > loss_1: 33.08285140991211 (31.67003599802653) | > grad_norm_1: tensor(58.8479, device='cuda:0') (tensor(76.7677, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3595 (0.3590254739478783) | > loader_time: 0.0034 (0.003363702032301161)  --> TIME: 2024-06-11 11:32:23 -- STEP: 79/330 -- GLOBAL_STEP: 241200 | > loss_disc: 2.3416709899902344 (2.3383367453949364) | > loss_disc_real_0: 0.12862586975097656 (0.11004875788960276) | > loss_disc_real_1: 0.20100761950016022 (0.19652820859528794) | > loss_disc_real_2: 0.20418375730514526 (0.2119650914321972) | > loss_disc_real_3: 0.22702154517173767 (0.227392114793198) | > loss_disc_real_4: 0.2107827067375183 (0.2301987813243383) | > loss_disc_real_5: 0.22252203524112701 (0.22380709968790224) | > loss_0: 2.3416709899902344 (2.3383367453949364) | > grad_norm_0: tensor(6.6766, device='cuda:0') (tensor(7.1549, device='cuda:0')) | > loss_gen: 2.434239149093628 (2.4872827952421157) | > loss_kl: 1.974961757659912 (1.893433011030849) | > loss_feat: 7.117426872253418 (7.104517514192605) | > loss_mel: 18.07392120361328 (18.080749994591823) | > loss_duration: 1.9821735620498657 (2.023109777064263) | > loss_1: 31.582721710205078 (31.589093075522893) | > grad_norm_1: tensor(85.2439, device='cuda:0') (tensor(80.0756, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3779 (0.3605506721931169) | > loader_time: 0.0039 (0.0034428216234038147)  --> TIME: 2024-06-11 11:32:32 -- STEP: 104/330 -- GLOBAL_STEP: 241225 | > loss_disc: 2.3062455654144287 (2.3412054318648114) | > loss_disc_real_0: 0.13476890325546265 (0.1126693573851998) | > loss_disc_real_1: 0.18491558730602264 (0.1962754623248027) | > loss_disc_real_2: 0.24145469069480896 (0.21289627024760613) | > loss_disc_real_3: 0.2141643911600113 (0.22745653542761618) | > loss_disc_real_4: 0.2113770842552185 (0.2309733867072142) | > loss_disc_real_5: 0.22330567240715027 (0.22248274532075113) | > loss_0: 2.3062455654144287 (2.3412054318648114) | > grad_norm_0: tensor(9.5212, device='cuda:0') (tensor(7.5143, device='cuda:0')) | > loss_gen: 2.558809995651245 (2.487086302959003) | > loss_kl: 1.9596152305603027 (1.9058076853935535) | > loss_feat: 7.579094886779785 (7.081365924615127) | > loss_mel: 17.77486801147461 (18.018985748291005) | > loss_duration: 2.0477399826049805 (2.022673724935605) | > loss_1: 31.920127868652344 (31.515919281886173) | > grad_norm_1: tensor(100.7444, device='cuda:0') (tensor(82.1354, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.37 (0.3613238174181718) | > loader_time: 0.0036 (0.003526591337644137)  --> TIME: 2024-06-11 11:32:42 -- STEP: 129/330 -- GLOBAL_STEP: 241250 | > loss_disc: 2.4356613159179688 (2.3423131935356194) | > loss_disc_real_0: 0.09534669667482376 (0.11317396123510923) | > loss_disc_real_1: 0.2630752623081207 (0.1973581262106119) | > loss_disc_real_2: 0.2321663498878479 (0.2126060775084089) | > loss_disc_real_3: 0.22083643078804016 (0.22746803016625633) | > loss_disc_real_4: 0.24529783427715302 (0.23038426492103312) | > loss_disc_real_5: 0.22616958618164062 (0.2220069487658582) | > loss_0: 2.4356613159179688 (2.3423131935356194) | > grad_norm_0: tensor(9.5669, device='cuda:0') (tensor(8.0372, device='cuda:0')) | > loss_gen: 2.4456043243408203 (2.4856304567913687) | > loss_kl: 1.9679168462753296 (1.9175130424573439) | > loss_feat: 6.769923210144043 (7.068624089854632) | > loss_mel: 18.435827255249023 (18.02858969222666) | > loss_duration: 2.01503586769104 (2.0237892034441924) | > loss_1: 31.634307861328125 (31.52414638312288) | > grad_norm_1: tensor(49.1573, device='cuda:0') (tensor(88.4012, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3584 (0.3630300695581954) | > loader_time: 0.0039 (0.0036576515020326126)  --> TIME: 2024-06-11 11:32:51 -- STEP: 154/330 -- GLOBAL_STEP: 241275 | > loss_disc: 2.3537304401397705 (2.340982104276681) | > loss_disc_real_0: 0.12360312044620514 (0.11377748198710479) | > loss_disc_real_1: 0.19333100318908691 (0.1978106595479049) | > loss_disc_real_2: 0.23676472902297974 (0.21227152926194204) | > loss_disc_real_3: 0.24185717105865479 (0.22754619222182731) | > loss_disc_real_4: 0.23781980574131012 (0.2297091784028264) | > loss_disc_real_5: 0.21903172135353088 (0.2212643607870325) | > loss_0: 2.3537304401397705 (2.340982104276681) | > grad_norm_0: tensor(33.4958, device='cuda:0') (tensor(10.2194, device='cuda:0')) | > loss_gen: 2.5045530796051025 (2.4881014684578053) | > loss_kl: 1.9375189542770386 (1.9312904972534675) | > loss_feat: 7.069259166717529 (7.086497009574591) | > loss_mel: 17.645837783813477 (18.008314690032556) | > loss_duration: 2.0438032150268555 (2.0262101153274634) | > loss_1: 31.200969696044922 (31.540413633569493) | > grad_norm_1: tensor(577.0168, device='cuda:0') (tensor(118.7908, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3635 (0.36484005698910016) | > loader_time: 0.0044 (0.003753744162522353)  --> TIME: 2024-06-11 11:33:01 -- STEP: 179/330 -- GLOBAL_STEP: 241300 | > loss_disc: 2.315049409866333 (2.3466039063544244) | > loss_disc_real_0: 0.08207684010267258 (0.11454317760367633) | > loss_disc_real_1: 0.22231628000736237 (0.19734271278594462) | > loss_disc_real_2: 0.23996396362781525 (0.21351401915763343) | > loss_disc_real_3: 0.2250044345855713 (0.228327265914592) | > loss_disc_real_4: 0.22190596163272858 (0.229611378891508) | > loss_disc_real_5: 0.20254984498023987 (0.22148963076442313) | > loss_0: 2.315049409866333 (2.3466039063544244) | > grad_norm_0: tensor(52.7769, device='cuda:0') (tensor(13.4186, device='cuda:0')) | > loss_gen: 2.485191822052002 (2.4948168600071754) | > loss_kl: 1.9762358665466309 (1.9350137950321815) | > loss_feat: 8.067642211914062 (7.1006008792855875) | > loss_mel: 17.51600456237793 (18.005397711386216) | > loss_duration: 2.0786824226379395 (2.0324803750608225) | > loss_1: 32.123756408691406 (31.568309528201652) | > grad_norm_1: tensor(447.5780, device='cuda:0') (tensor(152.9784, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3816 (0.3668579189471026) | > loader_time: 0.0052 (0.003897885370520906)  --> TIME: 2024-06-11 11:33:11 -- STEP: 204/330 -- GLOBAL_STEP: 241325 | > loss_disc: 2.350325107574463 (2.35208966100917) | > loss_disc_real_0: 0.08799852430820465 (0.11838771446662791) | > loss_disc_real_1: 0.16466988623142242 (0.1971387928169148) | > loss_disc_real_2: 0.21554622054100037 (0.21412931828230036) | > loss_disc_real_3: 0.23565244674682617 (0.2283641235793338) | > loss_disc_real_4: 0.22351375222206116 (0.22970916250464962) | > loss_disc_real_5: 0.20215480029582977 (0.22138533770453697) | > loss_0: 2.350325107574463 (2.35208966100917) | > grad_norm_0: tensor(19.2082, device='cuda:0') (tensor(18.7223, device='cuda:0')) | > loss_gen: 2.38088059425354 (2.497926942273683) | > loss_kl: 2.02423095703125 (1.9419053494930267) | > loss_feat: 8.351101875305176 (7.09411477575115) | > loss_mel: 18.663185119628906 (17.972664767620596) | > loss_duration: 2.0388641357421875 (2.0391669466215023) | > loss_1: 33.45825958251953 (31.54577864852606) | > grad_norm_1: tensor(228.3781, device='cuda:0') (tensor(182.7261, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.3988 (0.37104450721366733) | > loader_time: 0.0048 (0.004027582851110721)  --> TIME: 2024-06-11 11:33:21 -- STEP: 229/330 -- GLOBAL_STEP: 241350 | > loss_disc: 2.3511085510253906 (2.3501997181421785) | > loss_disc_real_0: 0.1124667078256607 (0.11761152832138486) | > loss_disc_real_1: 0.1852269023656845 (0.19719511550326538) | > loss_disc_real_2: 0.2548397481441498 (0.2137636771368668) | > loss_disc_real_3: 0.22009804844856262 (0.2282877655529039) | > loss_disc_real_4: 0.2406502068042755 (0.2291036570957134) | > loss_disc_real_5: 0.2020496279001236 (0.22157803490172306) | > loss_0: 2.3511085510253906 (2.3501997181421785) | > grad_norm_0: tensor(22.3071, device='cuda:0') (tensor(20.4933, device='cuda:0')) | > loss_gen: 2.5110092163085938 (2.500558982249432) | > loss_kl: 1.889603853225708 (1.942749364407302) | > loss_feat: 7.201725482940674 (7.102289828671117) | > loss_mel: 17.924577713012695 (17.914607418676642) | > loss_duration: 2.1370291709899902 (2.0470695417520783) | > loss_1: 31.6639461517334 (31.507275027479146) | > grad_norm_1: tensor(192.9443, device='cuda:0') (tensor(205.9624, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.4062 (0.3747543851361004) | > loader_time: 0.0057 (0.004165357897895916)  --> TIME: 2024-06-11 11:33:32 -- STEP: 254/330 -- GLOBAL_STEP: 241375 | > loss_disc: 2.293846845626831 (2.3480270734922137) | > loss_disc_real_0: 0.1095467284321785 (0.1181549858155213) | > loss_disc_real_1: 0.20232287049293518 (0.19728027712407079) | > loss_disc_real_2: 0.22530902922153473 (0.21403017411316475) | > loss_disc_real_3: 0.25094810128211975 (0.2278911665551306) | > loss_disc_real_4: 0.2458564192056656 (0.22926753155124469) | > loss_disc_real_5: 0.22237971425056458 (0.2210691389957751) | > loss_0: 2.293846845626831 (2.3480270734922137) | > grad_norm_0: tensor(34.3471, device='cuda:0') (tensor(21.5571, device='cuda:0')) | > loss_gen: 2.603093385696411 (2.503365168421288) | > loss_kl: 1.9487278461456299 (1.94504922112142) | > loss_feat: 7.381375789642334 (7.116961118743174) | > loss_mel: 18.202342987060547 (17.89177745909202) | > loss_duration: 2.075089454650879 (2.053850690680226) | > loss_1: 32.21063232421875 (31.511003599392147) | > grad_norm_1: tensor(403.6756, device='cuda:0') (tensor(223.3252, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.4226 (0.37896324705889844) | > loader_time: 0.0057 (0.004314369104039952)  --> TIME: 2024-06-11 11:33:43 -- STEP: 279/330 -- GLOBAL_STEP: 241400 | > loss_disc: 2.216304302215576 (2.346486527432676) | > loss_disc_real_0: 0.11954988539218903 (0.11847086878339877) | > loss_disc_real_1: 0.19432565569877625 (0.1975894409054924) | > loss_disc_real_2: 0.2390560507774353 (0.21418458116524536) | > loss_disc_real_3: 0.22511452436447144 (0.22791356766950274) | > loss_disc_real_4: 0.2038162499666214 (0.228717289143993) | > loss_disc_real_5: 0.20829807221889496 (0.2208742537806111) | > loss_0: 2.216304302215576 (2.346486527432676) | > grad_norm_0: tensor(42.1056, device='cuda:0') (tensor(23.5378, device='cuda:0')) | > loss_gen: 2.6633551120758057 (2.5071959854454127) | > loss_kl: 1.9199433326721191 (1.951158950405736) | > loss_feat: 8.1886625289917 (7.145879851447211) | > loss_mel: 17.607532501220703 (17.867727703518334) | > loss_duration: 2.140268325805664 (2.062969532918759) | > loss_1: 32.51976013183594 (31.534931928026207) | > grad_norm_1: tensor(624.8450, device='cuda:0') (tensor(244.8411, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.4593 (0.3847602293910091) | > loader_time: 0.0062 (0.004487143622504343)  --> TIME: 2024-06-11 11:33:55 -- STEP: 304/330 -- GLOBAL_STEP: 241425 | > loss_disc: 2.3051278591156006 (2.3500658007044524) | > loss_disc_real_0: 0.09521203488111496 (0.11951632877370637) | > loss_disc_real_1: 0.14954924583435059 (0.19807023947176183) | > loss_disc_real_2: 0.2007259577512741 (0.2139922392701632) | > loss_disc_real_3: 0.22660626471042633 (0.22791366955559506) | > loss_disc_real_4: 0.16478177905082703 (0.2283708042906303) | > loss_disc_real_5: 0.2065345197916031 (0.2210636712904823) | > loss_0: 2.3051278591156006 (2.3500658007044524) | > grad_norm_0: tensor(14.5505, device='cuda:0') (tensor(26.2480, device='cuda:0')) | > loss_gen: 2.5497841835021973 (2.504496339120363) | > loss_kl: 2.0795321464538574 (1.9554376178666164) | > loss_feat: 8.494197845458984 (7.1486792234998005) | > loss_mel: 17.110902786254883 (17.808658988852244) | > loss_duration: 2.221654176712036 (2.073354038360872) | > loss_1: 32.45606994628906 (31.490626102999638) | > grad_norm_1: tensor(673.6380, device='cuda:0') (tensor(264.0431, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.4743 (0.39116681641653944) | > loader_time: 0.0075 (0.004667882072298154)  --> TIME: 2024-06-11 11:34:24 -- STEP: 329/330 -- GLOBAL_STEP: 241450 | > loss_disc: 2.661539316177368 (2.356213948646938) | > loss_disc_real_0: 0.3176277279853821 (0.12222076179091691) | > loss_disc_real_1: 0.3395225405693054 (0.19905006192556632) | > loss_disc_real_2: 0.3210430443286896 (0.21400151802594902) | > loss_disc_real_3: 0.2841353714466095 (0.22801724764713763) | > loss_disc_real_4: 0.2399081438779831 (0.22857991848310802) | > loss_disc_real_5: 0.2566244900226593 (0.22136358663122702) | > loss_0: 2.661539316177368 (2.356213948646938) | > grad_norm_0: tensor(14.3150, device='cuda:0') (tensor(27.5045, device='cuda:0')) | > loss_gen: 2.4936468601226807 (2.506304232907513) | > loss_kl: 2.2554380893707275 (1.9659692954872154) | > loss_feat: 10.255294799804688 (7.240243027637795) | > loss_mel: 18.13239860534668 (17.778688853997227) | > loss_duration: 2.2758567333221436 (2.087431781922429) | > loss_1: 35.412635803222656 (31.57863713180403) | > grad_norm_1: tensor(354.0920, device='cuda:0') (tensor(275.6485, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 14.3194 (0.44651343394920096) | > loader_time: 0.0339 (0.0051250044698048555)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0608105659484863 (2.0608105659484863) | > loss_disc_real_0: 0.07440507411956787 (0.07440507411956787) | > loss_disc_real_1: 0.14773008227348328 (0.14773008227348328) | > loss_disc_real_2: 0.12084849923849106 (0.12084849923849106) | > loss_disc_real_3: 0.27264344692230225 (0.27264344692230225) | > loss_disc_real_4: 0.18140186369419098 (0.18140186369419098) | > loss_disc_real_5: 0.16001743078231812 (0.16001743078231812) | > loss_0: 2.0608105659484863 (2.0608105659484863) | > loss_gen: 2.369767665863037 (2.369767665863037) | > loss_kl: 2.404071807861328 (2.404071807861328) | > loss_feat: 7.11776876449585 (7.11776876449585) | > loss_mel: 16.65134620666504 (16.65134620666504) | > loss_duration: 2.858971357345581 (2.858971357345581) | > loss_1: 31.401926040649414 (31.401926040649414)  --> STEP: 1 | > loss_disc: 2.302778959274292 (2.302778959274292) | > loss_disc_real_0: 0.13565343618392944 (0.13565343618392944) | > loss_disc_real_1: 0.17087191343307495 (0.17087191343307495) | > loss_disc_real_2: 0.11312954127788544 (0.11312954127788544) | > loss_disc_real_3: 0.29576483368873596 (0.29576483368873596) | > loss_disc_real_4: 0.2472076565027237 (0.2472076565027237) | > loss_disc_real_5: 0.33875319361686707 (0.33875319361686707) | > loss_0: 2.302778959274292 (2.302778959274292) | > loss_gen: 2.6111526489257812 (2.6111526489257812) | > loss_kl: 2.545275926589966 (2.545275926589966) | > loss_feat: 7.5613837242126465 (7.5613837242126465) | > loss_mel: 18.081701278686523 (18.081701278686523) | > loss_duration: 2.4651923179626465 (2.4651923179626465) | > loss_1: 33.264705657958984 (33.264705657958984)  --> STEP: 2 | > loss_disc: 2.217601776123047 (2.2601903676986694) | > loss_disc_real_0: 0.11156238615512848 (0.12360791116952896) | > loss_disc_real_1: 0.23602400720119476 (0.20344796031713486) | > loss_disc_real_2: 0.2466053068637848 (0.1798674240708351) | > loss_disc_real_3: 0.24188005924224854 (0.26882244646549225) | > loss_disc_real_4: 0.18330132961273193 (0.2152544930577278) | > loss_disc_real_5: 0.15357796847820282 (0.24616558104753494) | > loss_0: 2.217601776123047 (2.2601903676986694) | > loss_gen: 2.5974292755126953 (2.6042909622192383) | > loss_kl: 3.3245396614074707 (2.9349077939987183) | > loss_feat: 6.548308372497559 (7.0548460483551025) | > loss_mel: 18.596128463745117 (18.33891487121582) | > loss_duration: 2.447244644165039 (2.4562184810638428) | > loss_1: 33.513648986816406 (33.389177322387695)  --> STEP: 3 | > loss_disc: 2.283536195755005 (2.2679723103841147) | > loss_disc_real_0: 0.07026049494743347 (0.10582543909549713) | > loss_disc_real_1: 0.16923153400421143 (0.1920424848794937) | > loss_disc_real_2: 0.1464352160692215 (0.1687233547369639) | > loss_disc_real_3: 0.25155651569366455 (0.26306713620821637) | > loss_disc_real_4: 0.2578045129776001 (0.22943783303101858) | > loss_disc_real_5: 0.23572823405265808 (0.242686465382576) | > loss_0: 2.283536195755005 (2.2679723103841147) | > loss_gen: 2.339796781539917 (2.5161262353261313) | > loss_kl: 3.428853988647461 (3.0995565255482993) | > loss_feat: 7.197667598724365 (7.102453231811523) | > loss_mel: 19.536901473999023 (18.738243738810223) | > loss_duration: 2.3302412033081055 (2.4142260551452637) | > loss_1: 34.83346176147461 (33.87060546875)  --> STEP: 4 | > loss_disc: 2.2303543090820312 (2.2585678100585938) | > loss_disc_real_0: 0.08671971410512924 (0.10104900784790516) | > loss_disc_real_1: 0.12162963300943375 (0.17443927191197872) | > loss_disc_real_2: 0.17336180806159973 (0.16988296806812286) | > loss_disc_real_3: 0.20786409080028534 (0.2492663748562336) | > loss_disc_real_4: 0.18884623050689697 (0.21928993239998817) | > loss_disc_real_5: 0.16992320120334625 (0.22449564933776855) | > loss_0: 2.2303543090820312 (2.2585678100585938) | > loss_gen: 2.1904547214508057 (2.4347083568573) | > loss_kl: 3.3068509101867676 (3.1513801217079163) | > loss_feat: 7.52232551574707 (7.20742130279541) | > loss_mel: 19.239473342895508 (18.863551139831543) | > loss_duration: 2.3107571601867676 (2.3883588314056396) | > loss_1: 34.569862365722656 (34.045419692993164)  --> STEP: 5 | > loss_disc: 2.3199470043182373 (2.2708436489105224) | > loss_disc_real_0: 0.10951456427574158 (0.10274211913347245) | > loss_disc_real_1: 0.1535138338804245 (0.17025418430566788) | > loss_disc_real_2: 0.2277681976556778 (0.18146001398563386) | > loss_disc_real_3: 0.22975420951843262 (0.2453639417886734) | > loss_disc_real_4: 0.24519138038158417 (0.22447022199630737) | > loss_disc_real_5: 0.2595200836658478 (0.2315005362033844) | > loss_0: 2.3199470043182373 (2.2708436489105224) | > loss_gen: 2.3725507259368896 (2.422276830673218) | > loss_kl: 2.414567232131958 (3.004017543792725) | > loss_feat: 6.107074737548828 (6.987351989746093) | > loss_mel: 18.632339477539062 (18.817308807373045) | > loss_duration: 2.403795003890991 (2.39144606590271) | > loss_1: 31.930326461791992 (33.62240104675293)  --> STEP: 6 | > loss_disc: 2.423130512237549 (2.2962247927983603) | > loss_disc_real_0: 0.10887470841407776 (0.10376421734690666) | > loss_disc_real_1: 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loss_disc_real_4: 0.20967894792556763 (0.2157595796244485) | > loss_disc_real_5: 0.25809305906295776 (0.22774176725319453) | > loss_0: 2.5323026180267334 (2.3299501964024136) | > loss_gen: 2.1256296634674072 (2.3463805062430247) | > loss_kl: 3.5883631706237793 (3.0271330901554654) | > loss_feat: 6.350603103637695 (6.801472391401019) | > loss_mel: 15.801288604736328 (18.28827122279576) | > loss_duration: 2.6194567680358887 (2.3904123646872386) | > loss_1: 30.485342025756836 (32.853669847760884)  --> STEP: 8 | > loss_disc: 2.5110831260681152 (2.352591812610626) | > loss_disc_real_0: 0.17734646797180176 (0.11579770687967539) | > loss_disc_real_1: 0.18473903834819794 (0.17209113854914904) | > loss_disc_real_2: 0.19534055888652802 (0.20660967752337456) | > loss_disc_real_3: 0.20406021177768707 (0.24195688590407372) | > loss_disc_real_4: 0.25679221749305725 (0.2208886593580246) | > loss_disc_real_5: 0.2744790315628052 (0.23358392529189587) | > loss_0: 2.5110831260681152 (2.352591812610626) | > loss_gen: 2.190187454223633 (2.3268563747406006) | > loss_kl: 3.160874843597412 (3.0438508093357086) | > loss_feat: 6.970217227935791 (6.822565495967865) | > loss_mel: 18.562211990356445 (18.322513818740845) | > loss_duration: 2.213784694671631 (2.3683339059352875) | > loss_1: 33.09727478027344 (32.88412046432495)  --> STEP: 9 | > loss_disc: 2.405245304107666 (2.358442200554742) | > loss_disc_real_0: 0.16705292463302612 (0.12149273107449214) | > loss_disc_real_1: 0.19658105075359344 (0.17481223990519842) | > loss_disc_real_2: 0.19786320626735687 (0.20563784738381705) | > loss_disc_real_3: 0.26290538907051086 (0.2442844973670112) | > loss_disc_real_4: 0.1447545439004898 (0.21242931319607627) | > loss_disc_real_5: 0.2259952872991562 (0.23274074329270256) | > loss_0: 2.405245304107666 (2.358442200554742) | > loss_gen: 2.316448926925659 (2.3256999916500516) | > loss_kl: 3.2495765686035156 (3.0667092270321317) | > loss_feat: 8.73554801940918 (7.035119109683567) | > loss_mel: 18.844072341918945 (18.380464765760635) | > loss_duration: 2.140014171600342 (2.342965046564738) | > loss_1: 35.28565979003906 (33.150958167182075)  --> STEP: 10 | > loss_disc: 2.4339914321899414 (2.3659971237182615) | > loss_disc_real_0: 0.15605884790420532 (0.12494934275746346) | > loss_disc_real_1: 0.17100490629673004 (0.17443150654435158) | > loss_disc_real_2: 0.18631377816200256 (0.20370544046163558) | > loss_disc_real_3: 0.23711654543876648 (0.24356770217418672) | > loss_disc_real_4: 0.21906928718090057 (0.21309331059455872) | > loss_disc_real_5: 0.21812063455581665 (0.23127873241901398) | > loss_0: 2.4339914321899414 (2.3659971237182615) | > loss_gen: 2.0370280742645264 (2.296832799911499) | > loss_kl: 2.9596734046936035 (3.0560056447982786) | > loss_feat: 4.9415788650512695 (6.825765085220337) | > loss_mel: 14.779447555541992 (18.02036304473877) | > loss_duration: 2.3816914558410645 (2.3468376874923704) | > loss_1: 27.09941864013672 (32.54580421447754)  --> STEP: 11 | > loss_disc: 2.528560161590576 (2.380775581706654) | > loss_disc_real_0: 0.16021348536014557 (0.12815517390316183) | > loss_disc_real_1: 0.2928699553012848 (0.18519863824952731) | > loss_disc_real_2: 0.21667534112930298 (0.20488452234051444) | > loss_disc_real_3: 0.27091553807258606 (0.2460538690740412) | > loss_disc_real_4: 0.23104268312454224 (0.21472507173364813) | > loss_disc_real_5: 0.27729201316833496 (0.23546175794167953) | > loss_0: 2.528560161590576 (2.380775581706654) | > loss_gen: 2.3019721508026123 (2.297300013628873) | > loss_kl: 3.7680318355560303 (3.120735298503529) | > loss_feat: 6.393673896789551 (6.786484068090266) | > loss_mel: 18.592798233032227 (18.072402607310902) | > loss_duration: 2.456881284713745 (2.356841650876132) | > loss_1: 33.51335906982422 (32.63376374678178)  --> STEP: 12 | > loss_disc: 2.3405919075012207 (2.3774269421895347) | > loss_disc_real_0: 0.1208098903298378 (0.12754306693871817) | > loss_disc_real_1: 0.19654566049575806 (0.18614422343671322) | > loss_disc_real_2: 0.24877788126468658 (0.20854230225086212) | > loss_disc_real_3: 0.24194961786270142 (0.24571184813976288) | > loss_disc_real_4: 0.2097930610179901 (0.21431407084067663) | > loss_disc_real_5: 0.21589957177639008 (0.23383157576123872) | > loss_0: 2.3405919075012207 (2.3774269421895347) | > loss_gen: 2.49552059173584 (2.313818395137787) | > loss_kl: 2.7648112773895264 (3.0910749634106955) | > loss_feat: 6.4693450927734375 (6.760055820147197) | > loss_mel: 18.535667419433594 (18.111008008321125) | > loss_duration: 2.280975341796875 (2.3505194584528604) | > loss_1: 32.546321868896484 (32.62647692362467)  --> STEP: 13 | > loss_disc: 2.3727710247039795 (2.3770687946906457) | > loss_disc_real_0: 0.13510489463806152 (0.1281247459925138) | > loss_disc_real_1: 0.21552099287509918 (0.18840397493197367) | > loss_disc_real_2: 0.2541559338569641 (0.2120510431436392) | > loss_disc_real_3: 0.26587536931037903 (0.24726288822981027) | > loss_disc_real_4: 0.20276038348674774 (0.21342532565960518) | > loss_disc_real_5: 0.18517102301120758 (0.23008845631892866) | > loss_0: 2.3727710247039795 (2.3770687946906457) | > loss_gen: 2.3306422233581543 (2.315112535770123) | > loss_kl: 2.721547842025757 (3.0626498002272387) | > loss_feat: 5.465359687805176 (6.660463809967041) | > loss_mel: 17.478790283203125 (18.062375875619743) | > loss_duration: 2.1881041526794434 (2.338025973393367) | > loss_1: 30.184446334838867 (32.438628416795)  --> STEP: 14 | > loss_disc: 2.4126760959625244 (2.3796121733529225) | > loss_disc_real_0: 0.12255413085222244 (0.12772684491106442) | > loss_disc_real_1: 0.17945405840873718 (0.18776469518031394) | > loss_disc_real_2: 0.17495203018188477 (0.209401113646371) | > loss_disc_real_3: 0.2084822654724121 (0.24449284374713898) | > loss_disc_real_4: 0.20165987312793732 (0.21258493619305746) | > loss_disc_real_5: 0.24695870280265808 (0.23129347392490932) | > loss_0: 2.4126760959625244 (2.3796121733529225) | > loss_gen: 2.1942553520202637 (2.30647987978799) | > loss_kl: 3.4641175270080566 (3.0913260664258684) | > loss_feat: 5.571290969848633 (6.582665749958584) | > loss_mel: 18.04326629638672 (18.06101090567453) | > loss_duration: 2.4885447025299072 (2.348777311188834) | > loss_1: 31.761474609375 (32.39026028769357)  --> STEP: 15 | > loss_disc: 2.3505921363830566 (2.3776775042215985) | > loss_disc_real_0: 0.2515985369682312 (0.13598495771487554) | > loss_disc_real_1: 0.20974716544151306 (0.18923019319772721) | > loss_disc_real_2: 0.17859582602977753 (0.2073474278052648) | > loss_disc_real_3: 0.14817726612091064 (0.23807180523872376) | > loss_disc_real_4: 0.17904132604599 (0.2103486955165863) | > loss_disc_real_5: 0.1892353743314743 (0.22848960061868032) | > loss_0: 2.3505921363830566 (2.3776775042215985) | > loss_gen: 2.2137322425842285 (2.3002967039744058) | > loss_kl: 3.6208655834198 (3.1266287008921307) | > loss_feat: 6.4008259773254395 (6.570543098449707) | > loss_mel: 19.355167388916016 (18.147288004557296) | > loss_duration: 2.36749005317688 (2.3500248273213704) | > loss_1: 33.95808029174805 (32.49478162129721)  --> STEP: 16 | > loss_disc: 2.387089967727661 (2.3782657831907272) | > loss_disc_real_0: 0.1681659072637558 (0.13799626706168056) | > loss_disc_real_1: 0.19862979650497437 (0.18981766840443015) | > loss_disc_real_2: 0.270438551902771 (0.21129062306135893) | > loss_disc_real_3: 0.29648107290267944 (0.24172238446772099) | > loss_disc_real_4: 0.2337159812450409 (0.21180915087461472) | > loss_disc_real_5: 0.3338721990585327 (0.2350760130211711) | > loss_0: 2.387089967727661 (2.3782657831907272) | > loss_gen: 2.8203208446502686 (2.3327982127666473) | > loss_kl: 2.2798173427581787 (3.0737029910087585) | > loss_feat: 7.871531963348389 (6.651854902505875) | > loss_mel: 18.059921264648438 (18.141827583312992) | > loss_duration: 2.368330717086792 (2.3511689454317093) | > loss_1: 33.39992141723633 (32.5513528585434)  --> STEP: 17 | > loss_disc: 2.4701004028320312 (2.3836678196402157) | > loss_disc_real_0: 0.09163004904985428 (0.1352688424727496) | > loss_disc_real_1: 0.24956266582012177 (0.19333208001711788) | > loss_disc_real_2: 0.2027266025543213 (0.21078685714918025) | > loss_disc_real_3: 0.34759581089019775 (0.24795023308080785) | > loss_disc_real_4: 0.2702721357345581 (0.21524814998402314) | > loss_disc_real_5: 0.34531572461128235 (0.24156070193823645) | > loss_0: 2.4701004028320312 (2.3836678196402157) | > loss_gen: 2.6310524940490723 (2.3503425822538486) | > loss_kl: 2.345172882080078 (3.030848278718836) | > loss_feat: 7.089818000793457 (6.677617437699261) | > loss_mel: 17.184682846069336 (18.085524951710426) | > loss_duration: 2.428438186645508 (2.355714194914874) | > loss_1: 31.67916488647461 (32.50004768371583)  --> STEP: 18 | > loss_disc: 2.244215488433838 (2.375920467906528) | > loss_disc_real_0: 0.09311622381210327 (0.1329270303249359) | > loss_disc_real_1: 0.13597217202186584 (0.19014541846182612) | > loss_disc_real_2: 0.1592991054058075 (0.20792642649677065) | > loss_disc_real_3: 0.1675119251012802 (0.24348143819305632) | > loss_disc_real_4: 0.16655316948890686 (0.21254287328985003) | > loss_disc_real_5: 0.17194588482379913 (0.2376932120985455) | > loss_0: 2.244215488433838 (2.375920467906528) | > loss_gen: 2.165153980255127 (2.340054326587253) | > loss_kl: 2.2143678665161133 (2.985488255818685) | > loss_feat: 10.196167945861816 (6.873092465930515) | > loss_mel: 21.31220054626465 (18.26478470696344) | > loss_duration: 2.260422706604004 (2.3504202233420477) | > loss_1: 38.148311614990234 (32.813840124342185)  --> STEP: 19 | > loss_disc: 2.649038791656494 (2.3902951165249475) | > loss_disc_real_0: 0.13834519684314728 (0.13321219698378914) | > loss_disc_real_1: 0.17432215809822083 (0.18931261528479426) | > loss_disc_real_2: 0.18452627956867218 (0.2066948398163444) | > loss_disc_real_3: 0.20653215050697327 (0.2415367388411572) | > loss_disc_real_4: 0.20784324407577515 (0.21229552438384608) | > loss_disc_real_5: 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(2.901468998193741) | > loss_feat: 6.188958168029785 (6.823853302001953) | > loss_mel: 19.668949127197266 (18.358051872253423) | > loss_duration: 2.3441905975341797 (2.351500082015991) | > loss_1: 32.43500518798828 (32.749921894073495)  --> STEP: 21 | > loss_disc: 2.5528509616851807 (2.3994377794719886) | > loss_disc_real_0: 0.18977418541908264 (0.13664791413715907) | > loss_disc_real_1: 0.19025827944278717 (0.19132069711174285) | > loss_disc_real_2: 0.24113816022872925 (0.20878672883624122) | > loss_disc_real_3: 0.295526385307312 (0.24369820952415466) | > loss_disc_real_4: 0.27955684065818787 (0.2144085622969128) | > loss_disc_real_5: 0.33517199754714966 (0.2403305023908615) | > loss_0: 2.5528509616851807 (2.3994377794719886) | > loss_gen: 2.4910833835601807 (2.3234301748729886) | > loss_kl: 2.585252046585083 (2.886411048117138) | > loss_feat: 4.67619514465332 (6.721583865937733) | > loss_mel: 13.85888671875 (18.143805912562783) | > loss_duration: 2.2053308486938477 (2.3445396423339844) | > loss_1: 25.816749572753906 (32.419770831153514)  --> STEP: 22 | > loss_disc: 2.4081344604492188 (2.3998330831527714) | > loss_disc_real_0: 0.0955677404999733 (0.134780633517287) | > loss_disc_real_1: 0.22746549546718597 (0.19296364249153572) | > loss_disc_real_2: 0.1771823763847351 (0.20735016736117276) | > loss_disc_real_3: 0.2730484902858734 (0.24503231319514188) | > loss_disc_real_4: 0.19687773287296295 (0.21361170641400598) | > loss_disc_real_5: 0.289717435836792 (0.24257536300204016) | > loss_0: 2.4081344604492188 (2.3998330831527714) | > loss_gen: 2.6241159439086914 (2.337097709829157) | > loss_kl: 2.2377827167510986 (2.8569279421459544) | > loss_feat: 9.958959579467773 (6.868737307461825) | > loss_mel: 18.995079040527344 (18.18250014565208) | > loss_duration: 2.1839568614959717 (2.3372404250231655) | > loss_1: 35.99989318847656 (32.582503665577285)  --> STEP: 23 | > loss_disc: 2.8538947105407715 (2.419574893039206) | > loss_disc_real_0: 0.2838466167449951 (0.1412617632228395) | > loss_disc_real_1: 0.28740137815475464 (0.19706963099863217) | > loss_disc_real_2: 0.2585313618183136 (0.20957543668539627) | > loss_disc_real_3: 0.25679585337638855 (0.24554377146389172) | > loss_disc_real_4: 0.22322890162467957 (0.21402984533620917) | > loss_disc_real_5: 0.24097317457199097 (0.2425057026355163) | > loss_0: 2.8538947105407715 (2.419574893039206) | > loss_gen: 2.025243043899536 (2.323538811310478) | > loss_kl: 2.448526620864868 (2.8391713629598203) | > loss_feat: 3.9773271083831787 (6.743023820545362) | > loss_mel: 15.856285095214844 (18.081360360850464) | > loss_duration: 2.2959628105163574 (2.3354457461315654) | > loss_1: 26.60334587097168 (32.32254028320313)  --> STEP: 24 | > loss_disc: 2.6292800903320312 (2.428312609593074) | > loss_disc_real_0: 0.2180328071117401 (0.14446055671821037) | > loss_disc_real_1: 0.19817882776260376 (0.19711584753046432) | > loss_disc_real_2: 0.1635306179523468 (0.20765690257151923) | > loss_disc_real_3: 0.2733621299266815 (0.24670286973317465) | > loss_disc_real_4: 0.28257131576538086 (0.21688573993742466) | > loss_disc_real_5: 0.3036964237689972 (0.245055316016078) | > loss_0: 2.6292800903320312 (2.428312609593074) | > loss_gen: 2.2463431358337402 (2.3203223248322806) | > loss_kl: 2.1822869777679443 (2.811801180243492) | > loss_feat: 6.833535194396973 (6.74679512778918) | > loss_mel: 17.60738182067871 (18.061611255009975) | > loss_duration: 2.3912901878356934 (2.3377725978692374) | > loss_1: 31.26083755493164 (32.278302669525154)  --> STEP: 25 | > loss_disc: 2.462998151779175 (2.4297000312805177) | > loss_disc_real_0: 0.07681915909051895 (0.1417549008131027) | > loss_disc_real_1: 0.1856161504983902 (0.19665585964918136) | > loss_disc_real_2: 0.2193821221590042 (0.20812591135501862) | > loss_disc_real_3: 0.26160943508148193 (0.24729913234710693) | > loss_disc_real_4: 0.1904299110174179 (0.2158275067806244) | > loss_disc_real_5: 0.21870310604572296 (0.24400122761726378) | > loss_0: 2.462998151779175 (2.4297000312805177) | > loss_gen: 1.9919753074645996 (2.3071884441375734) | > loss_kl: 2.365776300430298 (2.7939601850509646) | > loss_feat: 6.372236251831055 (6.731812772750854) | > loss_mel: 16.74098014831543 (18.00878601074219) | > loss_duration: 2.3814697265625 (2.3395204830169676) | > loss_1: 29.85243797302246 (32.181268081665046)  --> STEP: 26 | > loss_disc: 2.790367603302002 (2.4435718609736514) | > loss_disc_real_0: 0.2536611258983612 (0.14605898639330497) | > loss_disc_real_1: 0.21651998162269592 (0.19741986434047037) | > loss_disc_real_2: 0.252246618270874 (0.20982286162101305) | > loss_disc_real_3: 0.1439826637506485 (0.24332542201647392) | > loss_disc_real_4: 0.17049750685691833 (0.21408404524509722) | > loss_disc_real_5: 0.2167292833328247 (0.2429523066832469) | > loss_0: 2.790367603302002 (2.4435718609736514) | > loss_gen: 2.111846923828125 (2.2996753087410564) | > loss_kl: 2.6745595932006836 (2.7893678545951843) | > loss_feat: 8.801992416381836 (6.811435066736662) | > loss_mel: 17.91127586364746 (18.005035620469318) | > loss_duration: 2.340277671813965 (2.339549605663006) | > loss_1: 33.8399543762207 (32.24506370837872) --> EVAL PERFORMANCE | > avg_loader_time: 0.00255888241987962 (+3.757843604454631e-05) | > avg_loss_disc: 2.4435718609736514 (+0.14014331194070628) | > avg_loss_disc_real_0: 0.14605898639330497 (+0.04433002767081444) | > avg_loss_disc_real_1: 0.19741986434047037 (+0.018331544330486865) | > avg_loss_disc_real_2: 0.20982286162101305 (-0.01692343388612455) | > avg_loss_disc_real_3: 0.24332542201647392 (-0.0007301924320367581) | > avg_loss_disc_real_4: 0.21408404524509722 (-0.01197936471838218) | > avg_loss_disc_real_5: 0.2429523066832469 (+0.021849044240438015) | > avg_loss_0: 2.4435718609736514 (+0.14014331194070628) | > avg_loss_gen: 2.2996753087410564 (-0.05759616081531149) | > avg_loss_kl: 2.7893678545951843 (+0.08642464876174927) | > avg_loss_feat: 6.811435066736662 (-0.6064244692142191) | > avg_loss_mel: 18.005035620469318 (-0.1832174521226122) | > avg_loss_duration: 2.339549605663006 (+0.018153438201316874) | > avg_loss_1: 32.24506370837872 (-0.742659715505745)  > EPOCH: 465/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:34:30)   --> TIME: 2024-06-11 11:34:39 -- STEP: 24/330 -- GLOBAL_STEP: 241475 | > loss_disc: 2.38566517829895 (2.3097116053104396) | > loss_disc_real_0: 0.1283876895904541 (0.10868829675018787) | > loss_disc_real_1: 0.1790960729122162 (0.19596297666430473) | > loss_disc_real_2: 0.2063494324684143 (0.2059118797381719) | > loss_disc_real_3: 0.24548554420471191 (0.2244451567530632) | > loss_disc_real_4: 0.23490583896636963 (0.22400826402008533) | > loss_disc_real_5: 0.23223084211349487 (0.21920939969519773) | > loss_0: 2.38566517829895 (2.3097116053104396) | > grad_norm_0: tensor(7.6321, device='cuda:0') (tensor(9.4612, device='cuda:0')) | > loss_gen: 2.4006872177124023 (2.5023755431175236) | > loss_kl: 1.9476174116134644 (1.9083002507686615) | > loss_feat: 7.721191883087158 (6.9954544107119245) | > loss_mel: 17.978384017944336 (18.023506641387936) | > loss_duration: 1.9969606399536133 (2.07715525229772) | > loss_1: 32.04484176635742 (31.506792147954304) | > grad_norm_1: tensor(111.7186, device='cuda:0') (tensor(92.5971, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3578 (0.35977550347646076) | > loader_time: 0.0031 (0.0033645828564961753)  --> TIME: 2024-06-11 11:34:49 -- STEP: 49/330 -- GLOBAL_STEP: 241500 | > loss_disc: 2.281109571456909 (2.3174235869427124) | > loss_disc_real_0: 0.10541510581970215 (0.1095271280833653) | > loss_disc_real_1: 0.19574733078479767 (0.19646607369792704) | > loss_disc_real_2: 0.19784951210021973 (0.2078116137762459) | > loss_disc_real_3: 0.22666716575622559 (0.22526216689421205) | > loss_disc_real_4: 0.21262943744659424 (0.22813698649406433) | > loss_disc_real_5: 0.1953679472208023 (0.22021220381162604) | > loss_0: 2.281109571456909 (2.3174235869427124) | > grad_norm_0: tensor(13.3285, device='cuda:0') (tensor(9.6115, device='cuda:0')) | > loss_gen: 2.488978624343872 (2.512124518958891) | > loss_kl: 1.9414528608322144 (1.8897386764993473) | > loss_feat: 6.704611301422119 (7.025614796852579) | > loss_mel: 17.576196670532227 (18.002394656745754) | > loss_duration: 1.9666621685028076 (2.037267886862463) | > loss_1: 30.677900314331055 (31.467140392381317) | > grad_norm_1: tensor(140.7372, device='cuda:0') (tensor(98.3521, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3467 (0.3600034032549177) | > loader_time: 0.0033 (0.0034371930725720463) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_241500.pth  --> TIME: 2024-06-11 11:35:02 -- STEP: 74/330 -- GLOBAL_STEP: 241525 | > loss_disc: 2.352886199951172 (2.332498311996461) | > loss_disc_real_0: 0.10933022201061249 (0.11236975734701028) | > loss_disc_real_1: 0.20183990895748138 (0.1971417514456285) | > loss_disc_real_2: 0.18952175974845886 (0.2101792799862656) | > loss_disc_real_3: 0.24349482357501984 (0.22745866972852397) | > loss_disc_real_4: 0.24577800929546356 (0.22905778462016904) | > loss_disc_real_5: 0.2186039388179779 (0.22062612123586037) | > loss_0: 2.352886199951172 (2.332498311996461) | > grad_norm_0: tensor(10.1078, device='cuda:0') (tensor(9.2143, device='cuda:0')) | > loss_gen: 2.413383960723877 (2.5082180242280714) | > loss_kl: 2.0455453395843506 (1.8814685248039864) | > loss_feat: 7.040012836456299 (7.092739195437045) | > loss_mel: 18.055862426757812 (18.053138011210663) | > loss_duration: 1.9368531703948975 (2.0213597561862016) | > loss_1: 31.491657257080078 (31.556923376547324) | > grad_norm_1: tensor(145.1678, device='cuda:0') (tensor(98.4481, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3686 (0.3630151619782319) | > loader_time: 0.0036 (0.003498460795428302)  --> TIME: 2024-06-11 11:35:11 -- STEP: 99/330 -- GLOBAL_STEP: 241550 | > loss_disc: 2.341303825378418 (2.3269795937971636) | > loss_disc_real_0: 0.11027926951646805 (0.11157782940250455) | > loss_disc_real_1: 0.20827937126159668 (0.1967325689214649) | > loss_disc_real_2: 0.23201864957809448 (0.21044324654521368) | > loss_disc_real_3: 0.2351931929588318 (0.22660732073615295) | > loss_disc_real_4: 0.23016254603862762 (0.22835435394686882) | > loss_disc_real_5: 0.22496280074119568 (0.21853163085802638) | > loss_0: 2.341303825378418 (2.3269795937971636) | > grad_norm_0: tensor(9.4549, device='cuda:0') (tensor(8.9704, device='cuda:0')) | > loss_gen: 2.4970686435699463 (2.505847266226106) | > loss_kl: 1.780112385749817 (1.8853141803934117) | > loss_feat: 7.282724380493164 (7.124166021443377) | > loss_mel: 17.5499210357666 (18.006703328604637) | > loss_duration: 2.034302234649658 (2.019610697572882) | > loss_1: 31.144128799438477 (31.541641466545336) | > grad_norm_1: tensor(154.2638, device='cuda:0') (tensor(94.8486, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3556 (0.36344726880391454) | > loader_time: 0.0049 (0.003570091844809176)  --> TIME: 2024-06-11 11:35:21 -- STEP: 124/330 -- GLOBAL_STEP: 241575 | > loss_disc: 2.281700372695923 (2.3308583882547196) | > loss_disc_real_0: 0.12473385781049728 (0.11292189179408935) | > loss_disc_real_1: 0.18633459508419037 (0.19627899340083524) | > loss_disc_real_2: 0.1927437037229538 (0.21124882419263166) | > loss_disc_real_3: 0.22693389654159546 (0.22713747921009217) | > loss_disc_real_4: 0.19785653054714203 (0.2275940629263078) | > loss_disc_real_5: 0.20231936872005463 (0.2193135337964181) | > loss_0: 2.281700372695923 (2.3308583882547196) | > grad_norm_0: tensor(9.1465, device='cuda:0') (tensor(10.0252, device='cuda:0')) | > loss_gen: 2.53961443901062 (2.4968146162648375) | > loss_kl: 1.8668361902236938 (1.887807418261805) | > loss_feat: 7.832104682922363 (7.107288541332368) | > loss_mel: 18.831878662109375 (18.003774027670577) | > loss_duration: 2.045640707015991 (2.0226493064434306) | > loss_1: 33.11607360839844 (31.518333911895752) | > grad_norm_1: tensor(193.3954, device='cuda:0') (tensor(105.7121, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3759 (0.3661361913527213) | > loader_time: 0.0041 (0.0036818231305768413)  --> TIME: 2024-06-11 11:35:31 -- STEP: 149/330 -- GLOBAL_STEP: 241600 | > loss_disc: 2.3181610107421875 (2.337550584101837) | > loss_disc_real_0: 0.09485720098018646 (0.11290993576481838) | > loss_disc_real_1: 0.2509393095970154 (0.19649156678042962) | > loss_disc_real_2: 0.1994338035583496 (0.21194937795200605) | > loss_disc_real_3: 0.21573708951473236 (0.22820201016112462) | > loss_disc_real_4: 0.22811467945575714 (0.22875581061680045) | > loss_disc_real_5: 0.220998615026474 (0.21999735360177572) | > loss_0: 2.3181610107421875 (2.337550584101837) | > grad_norm_0: tensor(43.7133, device='cuda:0') (tensor(11.9550, device='cuda:0')) | > loss_gen: 2.437933921813965 (2.4927205687401286) | > loss_kl: 1.9054371118545532 (1.894641668204493) | > loss_feat: 6.363011360168457 (7.095616993488082) | > loss_mel: 18.37314224243164 (18.00567117473422) | > loss_duration: 2.053955078125 (2.0258539315038084) | > loss_1: 31.133480072021484 (31.514504413476725) | > grad_norm_1: tensor(335.5214, device='cuda:0') (tensor(127.8973, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3758 (0.368448222243546) | > loader_time: 0.0042 (0.0038076791187260776)  --> TIME: 2024-06-11 11:35:41 -- STEP: 174/330 -- GLOBAL_STEP: 241625 | > loss_disc: 2.5998497009277344 (2.3385390166578635) | > loss_disc_real_0: 0.2399270087480545 (0.1138548340177399) | > loss_disc_real_1: 0.16995574533939362 (0.19629661961533565) | > loss_disc_real_2: 0.22796933352947235 (0.21232699491511817) | > loss_disc_real_3: 0.2466263771057129 (0.2275919987895023) | > loss_disc_real_4: 0.2551954984664917 (0.22864420677738628) | > loss_disc_real_5: 0.25393563508987427 (0.22032514240207343) | > loss_0: 2.5998497009277344 (2.3385390166578635) | > grad_norm_0: tensor(40.0960, device='cuda:0') (tensor(14.1113, device='cuda:0')) | > loss_gen: 2.407902717590332 (2.4994637171427416) | > loss_kl: 1.9150152206420898 (1.9043457521789375) | > loss_feat: 7.179131507873535 (7.11124823011201) | > loss_mel: 18.115596771240234 (18.003440330768434) | > loss_duration: 2.112340211868286 (2.030422861548677) | > loss_1: 31.7299861907959 (31.548920993147224) | > grad_norm_1: tensor(267.9413, device='cuda:0') (tensor(154.1028, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3972 (0.3710141976674399) | > loader_time: 0.0044 (0.003905083941317153)  --> TIME: 2024-06-11 11:35:51 -- STEP: 199/330 -- GLOBAL_STEP: 241650 | > loss_disc: 2.359407424926758 (2.34366761140488) | > loss_disc_real_0: 0.1455823928117752 (0.11534617946076034) | > loss_disc_real_1: 0.2077103555202484 (0.19719601987893864) | > loss_disc_real_2: 0.21617534756660461 (0.21207945730218936) | > loss_disc_real_3: 0.22504480183124542 (0.22782890521102214) | > loss_disc_real_4: 0.22797614336013794 (0.22827362078218605) | > loss_disc_real_5: 0.20841729640960693 (0.22045486918346366) | > loss_0: 2.359407424926758 (2.34366761140488) | > grad_norm_0: tensor(67.8523, device='cuda:0') (tensor(17.5218, device='cuda:0')) | > loss_gen: 2.361477851867676 (2.497408670396663) | > loss_kl: 1.9330202341079712 (1.909336093083099) | > loss_feat: 6.850190162658691 (7.09665886241587) | > loss_mel: 17.527301788330078 (17.940348035726096) | > loss_duration: 2.131913900375366 (2.0379153591903614) | > loss_1: 30.803903579711914 (31.48166707292873) | > grad_norm_1: tensor(334.2759, device='cuda:0') (tensor(177.8405, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.3962 (0.3735748427597124) | > loader_time: 0.0045 (0.004023448905753131)  --> TIME: 2024-06-11 11:36:01 -- STEP: 224/330 -- GLOBAL_STEP: 241675 | > loss_disc: 2.299747943878174 (2.345653855374882) | > loss_disc_real_0: 0.11420246213674545 (0.11622588555993778) | > loss_disc_real_1: 0.1651311069726944 (0.19739219147179815) | > loss_disc_real_2: 0.20046287775039673 (0.212096644432417) | > loss_disc_real_3: 0.22793975472450256 (0.22845770039462618) | > loss_disc_real_4: 0.2507442831993103 (0.22837302906970894) | > loss_disc_real_5: 0.2534479796886444 (0.2207967730771218) | > loss_0: 2.299747943878174 (2.345653855374882) | > grad_norm_0: tensor(61.1599, device='cuda:0') (tensor(20.2751, device='cuda:0')) | > loss_gen: 2.492708444595337 (2.50001507252455) | > loss_kl: 1.9776160717010498 (1.9166653108383929) | > loss_feat: 7.207009792327881 (7.106421591980117) | > loss_mel: 17.482494354248047 (17.909175600324353) | > loss_duration: 2.151367664337158 (2.044856991086687) | > loss_1: 31.311195373535156 (31.47713460241045) | > grad_norm_1: tensor(416.9212, device='cuda:0') (tensor(204.2456, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.4232 (0.3771432372076172) | > loader_time: 0.0049 (0.004141360521316529)  --> TIME: 2024-06-11 11:36:12 -- STEP: 249/330 -- GLOBAL_STEP: 241700 | > loss_disc: 2.423128366470337 (2.347734454166459) | > loss_disc_real_0: 0.13173097372055054 (0.11697320897416418) | > loss_disc_real_1: 0.1682291328907013 (0.19781703026179814) | > loss_disc_real_2: 0.2340288758277893 (0.21215822652401214) | > loss_disc_real_3: 0.24523110687732697 (0.22828052788374414) | > loss_disc_real_4: 0.22607161104679108 (0.22827500290420638) | > loss_disc_real_5: 0.19580921530723572 (0.22045854853099608) | > loss_0: 2.423128366470337 (2.347734454166459) | > grad_norm_0: tensor(19.9124, device='cuda:0') (tensor(22.4657, device='cuda:0')) | > loss_gen: 2.422497272491455 (2.4999302419792713) | > loss_kl: 1.9219725131988525 (1.9186895147384888) | > loss_feat: 6.90751838684082 (7.099023077861372) | > loss_mel: 17.494447708129883 (17.887476802351003) | > loss_duration: 2.123107433319092 (2.052863602657395) | > loss_1: 30.869543075561523 (31.457983254428846) | > grad_norm_1: tensor(238.9931, device='cuda:0') (tensor(218.7934, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.405 (0.3811876869584663) | > loader_time: 0.0051 (0.004259332595580076)  --> TIME: 2024-06-11 11:36:23 -- STEP: 274/330 -- GLOBAL_STEP: 241725 | > loss_disc: 2.4323127269744873 (2.3512782110785055) | > loss_disc_real_0: 0.11959078907966614 (0.11767229475896723) | > loss_disc_real_1: 0.21027696132659912 (0.19840029213767854) | > loss_disc_real_2: 0.23074357211589813 (0.21249407176336232) | > loss_disc_real_3: 0.2335727959871292 (0.22836856777868128) | > loss_disc_real_4: 0.24955257773399353 (0.22839201965036182) | > loss_disc_real_5: 0.23424234986305237 (0.22060612648943043) | > loss_0: 2.4323127269744873 (2.3512782110785055) | > grad_norm_0: tensor(7.8170, device='cuda:0') (tensor(24.0534, device='cuda:0')) | > loss_gen: 2.485353946685791 (2.497417227195129) | > loss_kl: 1.9411767721176147 (1.921947904746898) | > loss_feat: 6.793454647064209 (7.100890347557346) | > loss_mel: 16.35654640197754 (17.839187023413437) | > loss_duration: 2.1401760578155518 (2.0609579016692448) | > loss_1: 29.71670913696289 (31.42040041763417) | > grad_norm_1: tensor(232.3152, device='cuda:0') (tensor(236.0494, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.4541 (0.38626550844986085) | > loader_time: 0.006 (0.004405743884344171)  --> TIME: 2024-06-11 11:36:35 -- STEP: 299/330 -- GLOBAL_STEP: 241750 | > loss_disc: 2.3957865238189697 (2.354248901673386) | > loss_disc_real_0: 0.10055417567491531 (0.11885265647168941) | > loss_disc_real_1: 0.17356057465076447 (0.19897786605118917) | > loss_disc_real_2: 0.19920948147773743 (0.21272894411182722) | > loss_disc_real_3: 0.22642551362514496 (0.22862808331598009) | > loss_disc_real_4: 0.21105997264385223 (0.22825784647345143) | > loss_disc_real_5: 0.20777195692062378 (0.22059051946652772) | > loss_0: 2.3957865238189697 (2.354248901673386) | > grad_norm_0: tensor(42.5999, device='cuda:0') (tensor(25.9494, device='cuda:0')) | > loss_gen: 2.286595582962036 (2.4941897352403637) | > loss_kl: 1.854817509651184 (1.92604832824656) | > loss_feat: 6.9213385581970215 (7.10819750087317) | > loss_mel: 17.737207412719727 (17.78839539365225) | > loss_duration: 2.239556312561035 (2.0711735809925798) | > loss_1: 31.03951644897461 (31.38800455176312) | > grad_norm_1: tensor(448.5405, device='cuda:0') (tensor(251.6065, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.4829 (0.39246903135625033) | > loader_time: 0.0071 (0.0045770881168021)  --> TIME: 2024-06-11 11:36:49 -- STEP: 324/330 -- GLOBAL_STEP: 241775 | > loss_disc: 2.485227584838867 (2.3591238083662835) | > loss_disc_real_0: 0.22595295310020447 (0.12018358026757653) | > loss_disc_real_1: 0.22835873067378998 (0.20018688575537125) | > loss_disc_real_2: 0.23424355685710907 (0.2128477326053896) | > loss_disc_real_3: 0.22600194811820984 (0.22874581450481474) | > loss_disc_real_4: 0.23496069014072418 (0.22897317366283618) | > loss_disc_real_5: 0.22586818039417267 (0.2212703280426838) | > loss_0: 2.485227584838867 (2.3591238083662835) | > grad_norm_0: tensor(62.5567, device='cuda:0') (tensor(27.6448, device='cuda:0')) | > loss_gen: 2.1989057064056396 (2.4925741877084913) | > loss_kl: 2.0812134742736816 (1.9324415546876412) | > loss_feat: 7.268439292907715 (7.141624406532005) | > loss_mel: 15.166085243225098 (17.723009153648658) | > loss_duration: 2.2762272357940674 (2.085231094448654) | > loss_1: 28.990873336791992 (31.37488044338462) | > grad_norm_1: tensor(453.6221, device='cuda:0') (tensor(264.5591, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.5894 (0.4042117948885319) | > loader_time: 0.0083 (0.004828148418002658)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.303701400756836 (2.303701400756836) | > loss_disc_real_0: 0.04604624956846237 (0.04604624956846237) | > loss_disc_real_1: 0.20433355867862701 (0.20433355867862701) | > loss_disc_real_2: 0.2276339828968048 (0.2276339828968048) | > loss_disc_real_3: 0.23109953105449677 (0.23109953105449677) | > loss_disc_real_4: 0.1934463381767273 (0.1934463381767273) | > loss_disc_real_5: 0.16836783289909363 (0.16836783289909363) | > loss_0: 2.303701400756836 (2.303701400756836) | > loss_gen: 2.1219656467437744 (2.1219656467437744) | > loss_kl: 2.027517080307007 (2.027517080307007) | > loss_feat: 6.42171573638916 (6.42171573638916) | > loss_mel: 17.34923553466797 (17.34923553466797) | > loss_duration: 2.912034749984741 (2.912034749984741) | > loss_1: 30.832469940185547 (30.832469940185547)  --> STEP: 1 | > loss_disc: 2.498544216156006 (2.498544216156006) | > loss_disc_real_0: 0.08987943828105927 (0.08987943828105927) | > loss_disc_real_1: 0.18498195707798004 (0.18498195707798004) | > loss_disc_real_2: 0.2008732110261917 (0.2008732110261917) | > loss_disc_real_3: 0.20226509869098663 (0.20226509869098663) | > loss_disc_real_4: 0.20905548334121704 (0.20905548334121704) | > loss_disc_real_5: 0.2666844129562378 (0.2666844129562378) | > loss_0: 2.498544216156006 (2.498544216156006) | > loss_gen: 1.952648639678955 (1.952648639678955) | > loss_kl: 2.6943771839141846 (2.6943771839141846) | > loss_feat: 6.113062858581543 (6.113062858581543) | > loss_mel: 18.862606048583984 (18.862606048583984) | > loss_duration: 2.3920371532440186 (2.3920371532440186) | > loss_1: 32.014732360839844 (32.014732360839844)  --> STEP: 2 | > loss_disc: 2.352363109588623 (2.4254536628723145) | > loss_disc_real_0: 0.08487343043088913 (0.0873764343559742) | > loss_disc_real_1: 0.2475409358739853 (0.21626144647598267) | > loss_disc_real_2: 0.26612088084220886 (0.2334970459342003) | > loss_disc_real_3: 0.1811443269252777 (0.19170471280813217) | > loss_disc_real_4: 0.1984943449497223 (0.20377491414546967) | > loss_disc_real_5: 0.24114982783794403 (0.2539171203970909) | > loss_0: 2.352363109588623 (2.4254536628723145) | > loss_gen: 2.5105221271514893 (2.231585383415222) | > loss_kl: 2.625791072845459 (2.6600841283798218) | > loss_feat: 5.743018627166748 (5.9280407428741455) | > loss_mel: 17.544113159179688 (18.203359603881836) | > loss_duration: 2.4584197998046875 (2.425228476524353) | > loss_1: 30.881864547729492 (31.448298454284668)  --> STEP: 3 | > loss_disc: 2.1700334548950195 (2.3403135935465493) | > loss_disc_real_0: 0.07088994979858398 (0.08188093950351079) | > loss_disc_real_1: 0.18356218934059143 (0.20536169409751892) | > loss_disc_real_2: 0.15995170176029205 (0.2089819312095642) | > loss_disc_real_3: 0.211373433470726 (0.1982609530289968) | > loss_disc_real_4: 0.16607362031936646 (0.19120781620343527) | > loss_disc_real_5: 0.21840673685073853 (0.2420803258816401) | > loss_0: 2.1700334548950195 (2.3403135935465493) | > loss_gen: 2.3473265171051025 (2.270165761311849) | > loss_kl: 2.604379177093506 (2.6415158112843833) | > loss_feat: 7.832903861999512 (6.5629951159159345) | > loss_mel: 19.76344871520996 (18.72338930765788) | > loss_duration: 2.3718161582946777 (2.4074243704477944) | > loss_1: 34.91987228393555 (32.60548973083496)  --> STEP: 4 | > loss_disc: 2.51408314704895 (2.3837559819221497) | > loss_disc_real_0: 0.06797242909669876 (0.07840381190180779) | > loss_disc_real_1: 0.2366168200969696 (0.2131754755973816) | > loss_disc_real_2: 0.23810648918151855 (0.2162630707025528) | > loss_disc_real_3: 0.2294156551361084 (0.2060496285557747) | > loss_disc_real_4: 0.201995387673378 (0.19390470907092094) | > loss_disc_real_5: 0.22426259517669678 (0.23762589320540428) | > loss_0: 2.51408314704895 (2.3837559819221497) | > loss_gen: 2.037645101547241 (2.212035596370697) | > loss_kl: 2.996824026107788 (2.7303428649902344) | > loss_feat: 5.25938606262207 (6.237092852592468) | > loss_mel: 18.55323600769043 (18.680850982666016) | > loss_duration: 2.3712494373321533 (2.3983806371688843) | > loss_1: 31.218341827392578 (32.258702754974365)  --> STEP: 5 | > loss_disc: 2.4782567024230957 (2.4026561260223387) | > loss_disc_real_0: 0.08619602024555206 (0.07996225357055664) | > loss_disc_real_1: 0.2129180133342743 (0.21312398314476014) | > loss_disc_real_2: 0.18004167079925537 (0.2090187907218933) | > loss_disc_real_3: 0.2503608167171478 (0.2149118661880493) | > loss_disc_real_4: 0.2564891576766968 (0.2064215987920761) | > loss_disc_real_5: 0.26819509267807007 (0.24373973309993743) | > loss_0: 2.4782567024230957 (2.4026561260223387) | > loss_gen: 2.1635918617248535 (2.202346849441528) | > loss_kl: 2.1282148361206055 (2.6099172592163087) | > loss_feat: 5.415456771850586 (6.072765636444092) | > loss_mel: 19.45221710205078 (18.835124206542968) | > loss_duration: 2.3592772483825684 (2.390559959411621) | > loss_1: 31.518756866455078 (32.11071357727051)  --> STEP: 6 | > loss_disc: 2.404934883117676 (2.4030359188715615) | > loss_disc_real_0: 0.08115075528621674 (0.08016033718983333) | > loss_disc_real_1: 0.20621247589588165 (0.21197206526994705) | > loss_disc_real_2: 0.2515302002429962 (0.21610402564207712) | > loss_disc_real_3: 0.2580834925174713 (0.22210713724295297) | > loss_disc_real_4: 0.18288524448871613 (0.20249887307484946) | > loss_disc_real_5: 0.16134808957576752 (0.23000779251257578) | > loss_0: 2.404934883117676 (2.4030359188715615) | > loss_gen: 2.143125057220459 (2.1924765507380166) | > loss_kl: 1.9867461919784546 (2.5060554146766663) | > loss_feat: 6.488971710205078 (6.142133315404256) | > loss_mel: 18.657028198242188 (18.80544153849284) | > loss_duration: 2.198153018951416 (2.358492136001587) | > loss_1: 31.474023818969727 (32.00459861755371)  --> STEP: 7 | > loss_disc: 2.0768985748291016 (2.356444869722639) | > loss_disc_real_0: 0.06811253726482391 (0.07843922291483198) | > loss_disc_real_1: 0.21212513744831085 (0.21199393272399902) | > loss_disc_real_2: 0.13081029057502747 (0.20391920634678432) | > loss_disc_real_3: 0.2695045471191406 (0.22887819579669408) | > loss_disc_real_4: 0.2036091834306717 (0.2026574888399669) | > loss_disc_real_5: 0.1652146726846695 (0.2207516325371606) | > loss_0: 2.0768985748291016 (2.356444869722639) | > loss_gen: 2.6098766326904297 (2.2521051338740756) | > loss_kl: 3.628408670425415 (2.666391594069345) | > loss_feat: 8.025833129882812 (6.411233288901193) | > loss_mel: 18.919801712036133 (18.82177870614188) | > loss_duration: 2.5464229583740234 (2.3853393963405063) | > loss_1: 35.7303466796875 (32.53684834071568)  --> STEP: 8 | > loss_disc: 2.2116503715515137 (2.338345557451248) | > loss_disc_real_0: 0.07290433347225189 (0.07774736173450947) | > loss_disc_real_1: 0.19343720376491547 (0.20967434160411358) | > loss_disc_real_2: 0.15391738712787628 (0.19766897894442081) | > loss_disc_real_3: 0.20512674748897552 (0.22590926475822926) | > loss_disc_real_4: 0.12844489514827728 (0.1933809146285057) | > loss_disc_real_5: 0.1369703710079193 (0.21027897484600544) | > loss_0: 2.2116503715515137 (2.338345557451248) | > loss_gen: 2.051931381225586 (2.2270834147930145) | > loss_kl: 2.846160411834717 (2.688862696290016) | > loss_feat: 7.719730854034424 (6.574795484542847) | > loss_mel: 16.218523025512695 (18.496371746063232) | > loss_duration: 2.2647643089294434 (2.3702675104141235) | > loss_1: 31.101110458374023 (32.357381105422974)  --> STEP: 9 | > loss_disc: 2.424767255783081 (2.3479479683770075) | > loss_disc_real_0: 0.08904372155666351 (0.07900251282585992) | > loss_disc_real_1: 0.20818980038166046 (0.20950939257939658) | > loss_disc_real_2: 0.17365650832653046 (0.1950009266535441) | > loss_disc_real_3: 0.24058185517787933 (0.2275395525826348) | > loss_disc_real_4: 0.2514779567718506 (0.1998361415333218) | > loss_disc_real_5: 0.22694453597068787 (0.21213070385985905) | > loss_0: 2.424767255783081 (2.3479479683770075) | > loss_gen: 2.183021068572998 (2.222187598546346) | > loss_kl: 2.5565552711486816 (2.6741618712743125) | > loss_feat: 8.99024772644043 (6.843179066975911) | > loss_mel: 18.65335464477539 (18.513814290364582) | > loss_duration: 2.191330909729004 (2.3503856658935547) | > loss_1: 34.57450866699219 (32.603728612264)  --> STEP: 10 | > loss_disc: 2.582855224609375 (2.3714386940002443) | > loss_disc_real_0: 0.132756769657135 (0.08437793850898742) | > loss_disc_real_1: 0.21358098089694977 (0.2099165514111519) | > loss_disc_real_2: 0.2665374279022217 (0.20215457677841187) | > loss_disc_real_3: 0.2894848883152008 (0.23373408615589142) | > loss_disc_real_4: 0.2294801026582718 (0.2028005376458168) | > loss_disc_real_5: 0.2945924699306488 (0.220376880466938) | > loss_0: 2.582855224609375 (2.3714386940002443) | > loss_gen: 2.280977725982666 (2.228066611289978) | > loss_kl: 2.7540946006774902 (2.6821551442146303) | > loss_feat: 6.225265979766846 (6.781387758255005) | > loss_mel: 17.95146369934082 (18.45757923126221) | > loss_duration: 2.372101068496704 (2.3525572061538695) | > loss_1: 31.58390235900879 (32.501745986938474)  --> STEP: 11 | > loss_disc: 2.201676368713379 (2.3560057553378018) | > loss_disc_real_0: 0.05324709415435791 (0.08154786174947565) | > loss_disc_real_1: 0.23214030265808105 (0.2119368924336) | > loss_disc_real_2: 0.21818944811820984 (0.20361229235475714) | > loss_disc_real_3: 0.2565320134162903 (0.23580662499774585) | > loss_disc_real_4: 0.20466843247413635 (0.20297034626657312) | > loss_disc_real_5: 0.19703572988510132 (0.21825495768677106) | > loss_0: 2.201676368713379 (2.3560057553378018) | > loss_gen: 2.328965187072754 (2.237239209088412) | > loss_kl: 2.6935341358184814 (2.6831895979967983) | > loss_feat: 6.056189060211182 (6.715460603887385) | > loss_mel: 18.930391311645508 (18.500562147660688) | > loss_duration: 2.52221417427063 (2.367980566891757) | > loss_1: 32.53129196166992 (32.504431984641336)  --> STEP: 12 | > loss_disc: 2.492328405380249 (2.3673659761746726) | > loss_disc_real_0: 0.09416324645280838 (0.08259914380808671) | > loss_disc_real_1: 0.18286080658435822 (0.20951388527949652) | > loss_disc_real_2: 0.2226138412952423 (0.20519575476646423) | > loss_disc_real_3: 0.2837587594985962 (0.23980263620615005) | > loss_disc_real_4: 0.1563783586025238 (0.19908768062790236) | > loss_disc_real_5: 0.1738961935043335 (0.21455839400490126) | > loss_0: 2.492328405380249 (2.3673659761746726) | > loss_gen: 1.8820239305496216 (2.2076379358768463) | > loss_kl: 2.897230863571167 (2.701026370127996) | > loss_feat: 6.052771091461182 (6.660236477851868) | > loss_mel: 17.584394454956055 (18.424214839935303) | > loss_duration: 2.2685353755950928 (2.359693467617035) | > loss_1: 30.68495750427246 (32.35280911127726)  --> STEP: 13 | > loss_disc: 2.5644078254699707 (2.38252304150508) | > loss_disc_real_0: 0.08475375175476074 (0.08276488288090779) | > loss_disc_real_1: 0.21925145387649536 (0.2102629290177272) | > loss_disc_real_2: 0.26963409781455994 (0.21015255038554853) | > loss_disc_real_3: 0.22034037113189697 (0.23830553889274597) | > loss_disc_real_4: 0.18242184817790985 (0.19780569351636446) | > loss_disc_real_5: 0.2171853482723236 (0.21476046741008759) | > loss_0: 2.5644078254699707 (2.38252304150508) | > loss_gen: 2.0117547512054443 (2.192569998594431) | > loss_kl: 2.3834683895111084 (2.676598833157466) | > loss_feat: 6.009078025817871 (6.610147366156945) | > loss_mel: 18.099721908569336 (18.399253845214844) | > loss_duration: 2.2063331604003906 (2.3478965209080624) | > loss_1: 30.710355758666992 (32.226466545691856)  --> STEP: 14 | > loss_disc: 2.0847861766815186 (2.3612561225891113) | > loss_disc_real_0: 0.07889910042285919 (0.08248875556247574) | > loss_disc_real_1: 0.2772606313228607 (0.2150484791823796) | > loss_disc_real_2: 0.17152906954288483 (0.20739373032535827) | > loss_disc_real_3: 0.2320716232061386 (0.23786025920084544) | > loss_disc_real_4: 0.17714764177799225 (0.19633011839219502) | > loss_disc_real_5: 0.20353716611862183 (0.21395880303212575) | > loss_0: 2.0847861766815186 (2.3612561225891113) | > loss_gen: 2.667076587677002 (2.226463326386043) | > loss_kl: 3.177520990371704 (2.7123789872441972) | > loss_feat: 7.126601219177246 (6.647036927086966) | > loss_mel: 20.334796905517578 (18.537506920950754) | > loss_duration: 2.48372483253479 (2.3575985431671143) | > loss_1: 35.78972244262695 (32.48098482404436)  --> STEP: 15 | > loss_disc: 2.3817532062530518 (2.362622594833374) | > loss_disc_real_0: 0.18374820053577423 (0.08923938522736231) | > loss_disc_real_1: 0.25870925188064575 (0.217959197362264) | > loss_disc_real_2: 0.15979623794555664 (0.2042205641667048) | > loss_disc_real_3: 0.247171550989151 (0.2384810119867325) | > loss_disc_real_4: 0.20200981199741364 (0.19670876463254292) | > loss_disc_real_5: 0.18479205667972565 (0.21201435327529908) | > loss_0: 2.3817532062530518 (2.362622594833374) | > loss_gen: 2.381037473678589 (2.2367682695388793) | > loss_kl: 3.526787042617798 (2.7666728576024373) | > loss_feat: 7.234336853027344 (6.686190255482992) | > loss_mel: 17.831697463989258 (18.49045295715332) | > loss_duration: 2.4228804111480713 (2.361950667699178) | > loss_1: 33.3967399597168 (32.54203516642253)  --> STEP: 16 | > loss_disc: 2.535209894180298 (2.3734093010425568) | > loss_disc_real_0: 0.13206809759140015 (0.09191617975011468) | > loss_disc_real_1: 0.25559359788894653 (0.22031134739518166) | > loss_disc_real_2: 0.2420947551727295 (0.20658770110458136) | > loss_disc_real_3: 0.26571911573410034 (0.24018339347094297) | > loss_disc_real_4: 0.21473973989486694 (0.19783570058643818) | > loss_disc_real_5: 0.23370790481567383 (0.2133702002465725) | > loss_0: 2.535209894180298 (2.3734093010425568) | > loss_gen: 2.2509613037109375 (2.237655334174633) | > loss_kl: 2.6576919555664062 (2.7598615512251854) | > loss_feat: 6.121279239654541 (6.650883316993713) | > loss_mel: 15.892083168029785 (18.3280548453331) | > loss_duration: 2.3764944076538086 (2.3628596514463425) | > loss_1: 29.298511505126953 (32.33931493759155)  --> STEP: 17 | > loss_disc: 2.7526588439941406 (2.3957180976867676) | > loss_disc_real_0: 0.09739798307418823 (0.09223863876917783) | > loss_disc_real_1: 0.25092223286628723 (0.2221119877170114) | > loss_disc_real_2: 0.2360503375530243 (0.20832079736625447) | > loss_disc_real_3: 0.2334316521883011 (0.23978623221902287) | > loss_disc_real_4: 0.2228698432445526 (0.19930829721338608) | > loss_disc_real_5: 0.23698574304580688 (0.21475934982299805) | > loss_0: 2.7526588439941406 (2.3957180976867676) | > loss_gen: 1.8775032758712769 (2.216469918980318) | > loss_kl: 2.3299953937530518 (2.734575306668001) | > loss_feat: 5.04536771774292 (6.556441222920137) | > loss_mel: 17.11157989501953 (18.256497495314655) | > loss_duration: 2.479316473007202 (2.369710052714628) | > loss_1: 28.843761444091797 (32.133694143856275)  --> STEP: 18 | > loss_disc: 2.0837419033050537 (2.3783860868877835) | > loss_disc_real_0: 0.05473882332444191 (0.09015531568891472) | > loss_disc_real_1: 0.11544957011938095 (0.21618629785047638) | > loss_disc_real_2: 0.19688616693019867 (0.20768554011980692) | > loss_disc_real_3: 0.22906671464443207 (0.23919070346487892) | > loss_disc_real_4: 0.12494025379419327 (0.19517673924565315) | > loss_disc_real_5: 0.1560143232345581 (0.21149573723475137) | > loss_0: 2.0837419033050537 (2.3783860868877835) | > loss_gen: 2.2478737831115723 (2.218214578098721) | > loss_kl: 2.415757894515991 (2.7168632282151117) | > loss_feat: 9.532512664794922 (6.721778525246514) | > loss_mel: 17.7999324798584 (18.23113277223375) | > loss_duration: 2.312541961669922 (2.366534047656589) | > loss_1: 34.308616638183594 (32.2545231713189)  --> STEP: 19 | > loss_disc: 2.612335681915283 (2.3906992234681783) | > loss_disc_real_0: 0.09362631291151047 (0.09033799975326187) | > loss_disc_real_1: 0.1993398517370224 (0.21529964279187352) | > loss_disc_real_2: 0.22252008318901062 (0.20846630554450185) | > loss_disc_real_3: 0.25780415534973145 (0.24017035882723958) | > loss_disc_real_4: 0.16460205614566803 (0.19356754539828552) | > loss_disc_real_5: 0.16633234918117523 (0.20911871681087896) | > loss_0: 2.612335681915283 (2.3906992234681783) | > loss_gen: 1.8724652528762817 (2.2000172451922766) | > loss_kl: 1.7508552074432373 (2.6660207008060657) | > loss_feat: 7.128844261169434 (6.74320303766351) | > loss_mel: 14.120802879333496 (18.014799619975843) | > loss_duration: 2.3720061779022217 (2.3668220545116223) | > loss_1: 27.24497413635254 (31.990862695794355)  --> STEP: 20 | > loss_disc: 2.5563747882843018 (2.3989830017089844) | > loss_disc_real_0: 0.14878636598587036 (0.0932604180648923) | > loss_disc_real_1: 0.23568816483020782 (0.21631906889379024) | > loss_disc_real_2: 0.24681207537651062 (0.2103835940361023) | > loss_disc_real_3: 0.2593671679496765 (0.24113019928336143) | > loss_disc_real_4: 0.2001475840806961 (0.19389654733240605) | > loss_disc_real_5: 0.19539883732795715 (0.20843272283673286) | > loss_0: 2.5563747882843018 (2.3989830017089844) | > loss_gen: 2.108635663986206 (2.195448166131973) | > loss_kl: 2.1989285945892334 (2.642666095495224) | > loss_feat: 5.328124523162842 (6.672449111938477) | > loss_mel: 18.931589126586914 (18.060639095306396) | > loss_duration: 2.3180599212646484 (2.364383947849274) | > loss_1: 30.88533592224121 (31.935586357116698)  --> STEP: 21 | > loss_disc: 2.2452361583709717 (2.3916617234547934) | > loss_disc_real_0: 0.08165247738361359 (0.0927076589848314) | > loss_disc_real_1: 0.18183189630508423 (0.21467682258004234) | > loss_disc_real_2: 0.20086199045181274 (0.2099301843416123) | > loss_disc_real_3: 0.20894071459770203 (0.23959736667928241) | > loss_disc_real_4: 0.20429717004299164 (0.19439181508052916) | > loss_disc_real_5: 0.19619779288768768 (0.20785010712487356) | > loss_0: 2.2452361583709717 (2.3916617234547934) | > loss_gen: 2.1620938777923584 (2.1938598666872293) | > loss_kl: 1.9772922992706299 (2.6109816290083385) | > loss_feat: 5.22270393371582 (6.603413627261207) | > loss_mel: 17.107009887695312 (18.015228180658248) | > loss_duration: 2.1806886196136475 (2.355636551266625) | > loss_1: 28.649789810180664 (31.77911985488165)  --> STEP: 22 | > loss_disc: 2.473097085952759 (2.3953633308410645) | > loss_disc_real_0: 0.08453769981861115 (0.09233629720454867) | > loss_disc_real_1: 0.18521249294281006 (0.21333753486925905) | > loss_disc_real_2: 0.211373433470726 (0.20999578657475385) | > loss_disc_real_3: 0.19101744890213013 (0.23738918859850278) | > loss_disc_real_4: 0.19334866106510162 (0.19434439898891884) | > loss_disc_real_5: 0.17559285461902618 (0.2063838683746078) | > loss_0: 2.473097085952759 (2.3953633308410645) | > loss_gen: 1.9287691116333008 (2.1818102869120506) | > loss_kl: 2.104377031326294 (2.5879541472955183) | > loss_feat: 6.791888236999512 (6.611980654976585) | > loss_mel: 18.45656394958496 (18.035288897427645) | > loss_duration: 2.183403968811035 (2.3478077975186435) | > loss_1: 31.46500015258789 (31.76484168659557)  --> STEP: 23 | > loss_disc: 2.579385757446289 (2.403364305910857) | > loss_disc_real_0: 0.04468037933111191 (0.0902643007752688) | > loss_disc_real_1: 0.2023637443780899 (0.21286041354355606) | > loss_disc_real_2: 0.1769106239080429 (0.20855730124141858) | > loss_disc_real_3: 0.2723972499370575 (0.23891127822191818) | > loss_disc_real_4: 0.26403817534446716 (0.1973745631782905) | > loss_disc_real_5: 0.22112701833248138 (0.20702487489451532) | > loss_0: 2.579385757446289 (2.403364305910857) | > loss_gen: 1.9862761497497559 (2.173308802687603) | > loss_kl: 2.1954615116119385 (2.5708892500918843) | > loss_feat: 6.628868103027344 (6.6127148918483565) | > loss_mel: 16.974027633666992 (17.989147103351094) | > loss_duration: 2.286329984664917 (2.3451348491336987) | > loss_1: 30.07096290588379 (31.691194783086363)  --> STEP: 24 | > loss_disc: 2.291975975036621 (2.3987231254577637) | > loss_disc_real_0: 0.06658192723989487 (0.08927753521129489) | > loss_disc_real_1: 0.2523357570171356 (0.21450521952162185) | > loss_disc_real_2: 0.17885822057724 (0.2073198395470778) | > loss_disc_real_3: 0.28177449107170105 (0.24069724542399248) | > loss_disc_real_4: 0.14124950766563416 (0.19503601919859648) | > loss_disc_real_5: 0.17659378051757812 (0.2057569126288096) | > loss_0: 2.291975975036621 (2.3987231254577637) | > loss_gen: 2.184142589569092 (2.173760210474332) | > loss_kl: 2.264328718185425 (2.558115894595782) | > loss_feat: 8.687956809997559 (6.699183305104573) | > loss_mel: 18.12396812438965 (17.994764645894367) | > loss_duration: 2.401369571685791 (2.3474779625733695) | > loss_1: 33.661766052246094 (31.77330191930135)  --> STEP: 25 | > loss_disc: 2.580075263977051 (2.405977210998535) | > loss_disc_real_0: 0.06486262381076813 (0.08830093875527383) | > loss_disc_real_1: 0.23856987059116364 (0.21546780556440354) | > loss_disc_real_2: 0.22445717453956604 (0.20800533294677734) | > loss_disc_real_3: 0.24335560202598572 (0.2408035796880722) | > loss_disc_real_4: 0.28537413477897644 (0.19864954382181169) | > loss_disc_real_5: 0.2459540218114853 (0.20736479699611665) | > loss_0: 2.580075263977051 (2.405977210998535) | > loss_gen: 2.044536828994751 (2.1685912752151486) | > loss_kl: 2.395327091217041 (2.5516043424606325) | > loss_feat: 4.26773738861084 (6.601925468444824) | > loss_mel: 15.373897552490234 (17.889929962158202) | > loss_duration: 2.397449254989624 (2.3494768142700195) | > loss_1: 26.47894859313965 (31.56152778625488)  --> STEP: 26 | > loss_disc: 2.31024169921875 (2.402295075930082) | > loss_disc_real_0: 0.04399729520082474 (0.08659695246471809) | > loss_disc_real_1: 0.14346954226493835 (0.2126986415913472) | > loss_disc_real_2: 0.14006222784519196 (0.20539213659671637) | > loss_disc_real_3: 0.13777098059654236 (0.23684078741532105) | > loss_disc_real_4: 0.07524196058511734 (0.19390309831270805) | > loss_disc_real_5: 0.1006067618727684 (0.2032587187221417) | > loss_0: 2.31024169921875 (2.402295075930082) | > loss_gen: 1.7620859146118164 (2.152956453653482) | > loss_kl: 2.5315005779266357 (2.5508311207477865) | > loss_feat: 11.544387817382812 (6.792020174173208) | > loss_mel: 19.31060028076172 (17.94457112825834) | > loss_duration: 2.294283390045166 (2.347353990261371) | > loss_1: 37.4428596496582 (31.78773285792424) --> EVAL PERFORMANCE | > avg_loader_time: 0.002442167355464054 (-0.00011671506441556607) | > avg_loss_disc: 2.402295075930082 (-0.041276785043569575) | > avg_loss_disc_real_0: 0.08659695246471809 (-0.059462033928586885) | > avg_loss_disc_real_1: 0.2126986415913472 (+0.015278777250876813) | > avg_loss_disc_real_2: 0.20539213659671637 (-0.004430725024296672) | > avg_loss_disc_real_3: 0.23684078741532105 (-0.006484634601152867) | > avg_loss_disc_real_4: 0.19390309831270805 (-0.02018094693238917) | > avg_loss_disc_real_5: 0.2032587187221417 (-0.0396935879611052) | > avg_loss_0: 2.402295075930082 (-0.041276785043569575) | > avg_loss_gen: 2.152956453653482 (-0.14671885508757443) | > avg_loss_kl: 2.5508311207477865 (-0.23853673384739782) | > avg_loss_feat: 6.792020174173208 (-0.019414892563453634) | > avg_loss_mel: 17.94457112825834 (-0.06046449221097916) | > avg_loss_duration: 2.347353990261371 (+0.007804384598365299) | > avg_loss_1: 31.78773285792424 (-0.45733085045448263)  > EPOCH: 466/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:37:12)   --> TIME: 2024-06-11 11:37:20 -- STEP: 19/330 -- GLOBAL_STEP: 241800 | > loss_disc: 2.3330843448638916 (2.315894101795397) | > loss_disc_real_0: 0.0926818698644638 (0.10459440123093755) | > loss_disc_real_1: 0.18278098106384277 (0.19712390868287338) | > loss_disc_real_2: 0.1838555485010147 (0.2076636458698072) | > loss_disc_real_3: 0.2169942557811737 (0.2252265630584014) | > loss_disc_real_4: 0.21659521758556366 (0.22967668897227236) | > loss_disc_real_5: 0.2037932127714157 (0.21476933360099792) | > loss_0: 2.3330843448638916 (2.315894101795397) | > grad_norm_0: tensor(10.5706, device='cuda:0') (tensor(8.1438, device='cuda:0')) | > loss_gen: 2.4293477535247803 (2.5344010277798303) | > loss_kl: 1.9155625104904175 (1.7974237266339754) | > loss_feat: 7.184792518615723 (7.114917303386488) | > loss_mel: 17.315715789794922 (18.19477533039294) | > loss_duration: 2.036656379699707 (2.097152904460305) | > loss_1: 30.882076263427734 (31.738670449507865) | > grad_norm_1: tensor(84.1588, device='cuda:0') (tensor(103.8816, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3586 (0.3711891048832944) | > loader_time: 0.0034 (0.0033274073349802116)  --> TIME: 2024-06-11 11:37:30 -- STEP: 44/330 -- GLOBAL_STEP: 241825 | > loss_disc: 2.382460117340088 (2.329111700708215) | > loss_disc_real_0: 0.0843619778752327 (0.10875632766295563) | > loss_disc_real_1: 0.21409401297569275 (0.1983472020788626) | > loss_disc_real_2: 0.18347617983818054 (0.20795677297494627) | > loss_disc_real_3: 0.21312446892261505 (0.22658248550512575) | > loss_disc_real_4: 0.2610905170440674 (0.22823366725986655) | > loss_disc_real_5: 0.25361019372940063 (0.21866762130097908) | > loss_0: 2.382460117340088 (2.329111700708215) | > grad_norm_0: tensor(10.9371, device='cuda:0') (tensor(8.8323, device='cuda:0')) | > loss_gen: 2.495425224304199 (2.526692731813952) | > loss_kl: 1.8301411867141724 (1.8507692244919864) | > loss_feat: 7.602317810058594 (7.17011389949105) | > loss_mel: 18.780075073242188 (18.071327729658645) | > loss_duration: 1.9581701755523682 (2.0438296334310015) | > loss_1: 32.66613006591797 (31.662733381444756) | > grad_norm_1: tensor(82.5767, device='cuda:0') (tensor(96.2616, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3723 (0.3726823167367415) | > loader_time: 0.0036 (0.0034330974925648084)  --> TIME: 2024-06-11 11:37:39 -- STEP: 69/330 -- GLOBAL_STEP: 241850 | > loss_disc: 2.3399758338928223 (2.3459149685458858) | > loss_disc_real_0: 0.08945201337337494 (0.11083652662194293) | > loss_disc_real_1: 0.20319823920726776 (0.19813979643842447) | > loss_disc_real_2: 0.226236030459404 (0.21130431778189065) | > loss_disc_real_3: 0.22450508177280426 (0.22735166506490845) | > loss_disc_real_4: 0.21884511411190033 (0.22932792919269507) | > loss_disc_real_5: 0.20081880688667297 (0.2170141257237697) | > loss_0: 2.3399758338928223 (2.3459149685458858) | > grad_norm_0: tensor(11.3638, device='cuda:0') (tensor(10.2741, device='cuda:0')) | > loss_gen: 2.422424077987671 (2.499277221983758) | > loss_kl: 1.7656961679458618 (1.8688521229702493) | > loss_feat: 7.762604236602783 (7.104867133541384) | > loss_mel: 17.76108741760254 (18.0360129536062) | > loss_duration: 1.951633334159851 (2.0262580729913027) | > loss_1: 31.66344451904297 (31.53526765021725) | > grad_norm_1: tensor(151.6161, device='cuda:0') (tensor(107.1019, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3597 (0.3728809736777043) | > loader_time: 0.0042 (0.0035729062729987545)  --> TIME: 2024-06-11 11:37:49 -- STEP: 94/330 -- GLOBAL_STEP: 241875 | > loss_disc: 2.4005825519561768 (2.3417815908472575) | > loss_disc_real_0: 0.1526436060667038 (0.11059759248127328) | > loss_disc_real_1: 0.21933701634407043 (0.19762905813912127) | > loss_disc_real_2: 0.18670792877674103 (0.21138279187552472) | > loss_disc_real_3: 0.22260230779647827 (0.22834405112773815) | > loss_disc_real_4: 0.25087639689445496 (0.23022299893993012) | > loss_disc_real_5: 0.239352285861969 (0.21891475754215367) | > loss_0: 2.4005825519561768 (2.3417815908472575) | > grad_norm_0: tensor(7.4543, device='cuda:0') (tensor(10.1856, device='cuda:0')) | > loss_gen: 2.6037912368774414 (2.5062850586911463) | > loss_kl: 1.9336448907852173 (1.8875785089553672) | > loss_feat: 7.6097941398620605 (7.127607127453419) | > loss_mel: 18.792387008666992 (17.96104031420769) | > loss_duration: 2.037874221801758 (2.020760125302255) | > loss_1: 32.97749328613281 (31.503271265232815) | > grad_norm_1: tensor(203.1936, device='cuda:0') (tensor(109.8158, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3628 (0.3719168597079338) | > loader_time: 0.0039 (0.003651274011490193)  --> TIME: 2024-06-11 11:37:58 -- STEP: 119/330 -- GLOBAL_STEP: 241900 | > loss_disc: 2.3658523559570312 (2.340416719933516) | > loss_disc_real_0: 0.09884278476238251 (0.11017398692730095) | > loss_disc_real_1: 0.24077464640140533 (0.19689892933649175) | > loss_disc_real_2: 0.24698179960250854 (0.2124639694430247) | > loss_disc_real_3: 0.2719045877456665 (0.22847816460773723) | > loss_disc_real_4: 0.23173175752162933 (0.22938018198273763) | > loss_disc_real_5: 0.24254509806632996 (0.21865317338154097) | > loss_0: 2.3658523559570312 (2.340416719933516) | > grad_norm_0: tensor(8.2952, device='cuda:0') (tensor(10.4906, device='cuda:0')) | > loss_gen: 2.513950824737549 (2.5044894478902093) | > loss_kl: 1.9625734090805054 (1.8970882111236829) | > loss_feat: 7.278410911560059 (7.13592673550133) | > loss_mel: 17.766633987426758 (17.94618598553313) | > loss_duration: 2.0176053047180176 (2.0212248463590616) | > loss_1: 31.539173126220703 (31.504915365651875) | > grad_norm_1: tensor(249.2532, device='cuda:0') (tensor(118.6483, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3632 (0.37159116127911734) | > loader_time: 0.0039 (0.003715162517643776)  --> TIME: 2024-06-11 11:38:08 -- STEP: 144/330 -- GLOBAL_STEP: 241925 | > loss_disc: 2.4213905334472656 (2.3413445072041603) | > loss_disc_real_0: 0.13050009310245514 (0.1117191489578949) | > loss_disc_real_1: 0.20483841001987457 (0.196818302385509) | > loss_disc_real_2: 0.20987728238105774 (0.21185919921845195) | > loss_disc_real_3: 0.22169792652130127 (0.2276337444782257) | > loss_disc_real_4: 0.24301770329475403 (0.22866001093967092) | > loss_disc_real_5: 0.2286497950553894 (0.21956708509888917) | > loss_0: 2.4213905334472656 (2.3413445072041603) | > grad_norm_0: tensor(8.4106, device='cuda:0') (tensor(11.0318, device='cuda:0')) | > loss_gen: 2.38421368598938 (2.4998202770948406) | > loss_kl: 1.9285029172897339 (1.8985774972372584) | > loss_feat: 6.929784774780273 (7.111349764797422) | > loss_mel: 18.188026428222656 (17.939188321431477) | > loss_duration: 2.031834125518799 (2.025059197511939) | > loss_1: 31.46236228942871 (31.47399514251285) | > grad_norm_1: tensor(118.6786, device='cuda:0') (tensor(124.8971, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3834 (0.3720706121789085) | > loader_time: 0.0041 (0.0037893553574879966)  --> TIME: 2024-06-11 11:38:18 -- STEP: 169/330 -- GLOBAL_STEP: 241950 | > loss_disc: 2.3208329677581787 (2.3458760997952783) | > loss_disc_real_0: 0.08963675796985626 (0.11426061607853195) | > loss_disc_real_1: 0.16745483875274658 (0.19762299796180613) | > loss_disc_real_2: 0.21797233819961548 (0.21212374211768423) | > loss_disc_real_3: 0.22121016681194305 (0.2274722621814739) | > loss_disc_real_4: 0.19943024218082428 (0.22874047391160707) | > loss_disc_real_5: 0.18857240676879883 (0.2195001487901225) | > loss_0: 2.3208329677581787 (2.3458760997952783) | > grad_norm_0: tensor(23.9514, device='cuda:0') (tensor(12.1202, device='cuda:0')) | > loss_gen: 2.413203001022339 (2.500825293670744) | > loss_kl: 1.8676825761795044 (1.9029037945369291) | > loss_feat: 8.00937271118164 (7.1501514107517945) | > loss_mel: 17.854074478149414 (17.98006885009404) | > loss_duration: 2.0731101036071777 (2.029522854195546) | > loss_1: 32.21744155883789 (31.563472262501012) | > grad_norm_1: tensor(297.8395, device='cuda:0') (tensor(138.3893, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3793 (0.37334124435334526) | > loader_time: 0.0052 (0.003886359683155308)  --> TIME: 2024-06-11 11:38:28 -- STEP: 194/330 -- GLOBAL_STEP: 241975 | > loss_disc: 2.423778533935547 (2.3539617454882737) | > loss_disc_real_0: 0.0943843424320221 (0.11696042431537639) | > loss_disc_real_1: 0.18305326998233795 (0.19835167416592234) | > loss_disc_real_2: 0.22987429797649384 (0.21255460850049537) | > loss_disc_real_3: 0.23864080011844635 (0.22821378815419896) | > loss_disc_real_4: 0.2838278114795685 (0.22864682004623807) | > loss_disc_real_5: 0.23972195386886597 (0.21998916981146507) | > loss_0: 2.423778533935547 (2.3539617454882737) | > grad_norm_0: tensor(23.7737, device='cuda:0') (tensor(15.8709, device='cuda:0')) | > loss_gen: 2.398329257965088 (2.5022821266626565) | > loss_kl: 2.0710036754608154 (1.9073563033772498) | > loss_feat: 6.688426971435547 (7.127746864692452) | > loss_mel: 17.191177368164062 (17.953967212401704) | > loss_duration: 2.0533249378204346 (2.0358196920955307) | > loss_1: 30.40226173400879 (31.527172226266764) | > grad_norm_1: tensor(187.0410, device='cuda:0') (tensor(164.6692, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3948 (0.37539775101179934) | > loader_time: 0.0048 (0.003994216623994492)  --> TIME: 2024-06-11 11:38:38 -- STEP: 219/330 -- GLOBAL_STEP: 242000 | > loss_disc: 2.272752046585083 (2.35228555060957) | > loss_disc_real_0: 0.19138941168785095 (0.11714927154725001) | > loss_disc_real_1: 0.2038453072309494 (0.19864116799613657) | > loss_disc_real_2: 0.2065889835357666 (0.21189179138778003) | > loss_disc_real_3: 0.19836819171905518 (0.22761350101259745) | > loss_disc_real_4: 0.20821170508861542 (0.22837682252060876) | > loss_disc_real_5: 0.1879919469356537 (0.22026201701599712) | > loss_0: 2.272752046585083 (2.35228555060957) | > grad_norm_0: tensor(67.5691, device='cuda:0') (tensor(18.3609, device='cuda:0')) | > loss_gen: 2.7734837532043457 (2.508909655488245) | > loss_kl: 1.946475625038147 (1.9088572612091832) | > loss_feat: 8.059954643249512 (7.143979666984245) | > loss_mel: 18.301469802856445 (17.894057095322975) | > loss_duration: 2.092541217803955 (2.0428134997685743) | > loss_1: 33.17392349243164 (31.498617215787984) | > grad_norm_1: tensor(572.1976, device='cuda:0') (tensor(189.9564, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.3973 (0.3780680780541408) | > loader_time: 0.0049 (0.004115031734449132) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_242000.pth  --> TIME: 2024-06-11 11:38:53 -- STEP: 244/330 -- GLOBAL_STEP: 242025 | > loss_disc: 2.3880703449249268 (2.357361626429635) | > loss_disc_real_0: 0.18846368789672852 (0.11843181624397879) | > loss_disc_real_1: 0.2379426509141922 (0.19894945145141882) | > loss_disc_real_2: 0.20841529965400696 (0.21258639690817377) | > loss_disc_real_3: 0.2242656797170639 (0.22784648682983194) | > loss_disc_real_4: 0.23632200062274933 (0.22851530089974403) | > loss_disc_real_5: 0.21745143830776215 (0.22055062303533318) | > loss_0: 2.3880703449249268 (2.357361626429635) | > grad_norm_0: tensor(80.2802, device='cuda:0') (tensor(21.1864, device='cuda:0')) | > loss_gen: 2.630131244659424 (2.505668346021996) | > loss_kl: 1.8557852506637573 (1.9114093252869904) | > loss_feat: 6.86207389831543 (7.126294063740089) | > loss_mel: 16.182653427124023 (17.85873013637105) | > loss_duration: 2.0655055046081543 (2.051483801642402) | > loss_1: 29.596149444580078 (31.45358569504785) | > grad_norm_1: tensor(536.5980, device='cuda:0') (tensor(215.0159, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.4404 (0.38213540100660487) | > loader_time: 0.0069 (0.0042527132346981845)  --> TIME: 2024-06-11 11:39:04 -- STEP: 269/330 -- GLOBAL_STEP: 242050 | > loss_disc: 2.3840367794036865 (2.3566928095977095) | > loss_disc_real_0: 0.07897119224071503 (0.11817714250663842) | > loss_disc_real_1: 0.17499548196792603 (0.19920056881071466) | > loss_disc_real_2: 0.2562858760356903 (0.2132337235717525) | > loss_disc_real_3: 0.2729639410972595 (0.2281435132580619) | > loss_disc_real_4: 0.27074164152145386 (0.22862681962521988) | > loss_disc_real_5: 0.28619518876075745 (0.22090528866615436) | > loss_0: 2.3840367794036865 (2.3566928095977095) | > grad_norm_0: tensor(31.6129, device='cuda:0') (tensor(22.4254, device='cuda:0')) | > loss_gen: 2.624422550201416 (2.5065886735029825) | > loss_kl: 2.0390007495880127 (1.9146832320769924) | > loss_feat: 7.773900985717773 (7.138120644154602) | > loss_mel: 17.44297981262207 (17.82562622439019) | > loss_duration: 2.1492207050323486 (2.0589000908415547) | > loss_1: 32.02952575683594 (31.443918915929405) | > grad_norm_1: tensor(534.6090, device='cuda:0') (tensor(232.4216, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.4308 (0.38638367971966264) | > loader_time: 0.0065 (0.00440228029697801)  --> TIME: 2024-06-11 11:39:15 -- STEP: 294/330 -- GLOBAL_STEP: 242075 | > loss_disc: 2.317612886428833 (2.3580072145072783) | > loss_disc_real_0: 0.07172983884811401 (0.11860478614919445) | > loss_disc_real_1: 0.17372867465019226 (0.19968645284775974) | > loss_disc_real_2: 0.2219323068857193 (0.21352138958212474) | > loss_disc_real_3: 0.2186621129512787 (0.22781583676938297) | > loss_disc_real_4: 0.22244873642921448 (0.227948930646692) | > loss_disc_real_5: 0.19496294856071472 (0.2209416002947457) | > loss_0: 2.317612886428833 (2.3580072145072783) | > grad_norm_0: tensor(42.5575, device='cuda:0') (tensor(24.9420, device='cuda:0')) | > loss_gen: 2.757995843887329 (2.507659255241862) | > loss_kl: 2.1107161045074463 (1.9202770984091726) | > loss_feat: 7.947237014770508 (7.151309730244333) | > loss_mel: 18.041215896606445 (17.776580395341732) | > loss_duration: 2.209052801132202 (2.068643237863267) | > loss_1: 33.06621551513672 (31.42446975967511) | > grad_norm_1: tensor(689.3435, device='cuda:0') (tensor(248.9901, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.4737 (0.3917220717384703) | > loader_time: 0.0066 (0.004570433882628978)  --> TIME: 2024-06-11 11:39:29 -- STEP: 319/330 -- GLOBAL_STEP: 242100 | > loss_disc: 2.4634196758270264 (2.36009183498012) | > loss_disc_real_0: 0.09920927882194519 (0.1197417109013538) | > loss_disc_real_1: 0.2396858185529709 (0.19992202473658383) | > loss_disc_real_2: 0.22627763450145721 (0.2135483240445953) | > loss_disc_real_3: 0.23077978193759918 (0.22790232454908305) | > loss_disc_real_4: 0.20014604926109314 (0.22789707765870706) | > loss_disc_real_5: 0.21154892444610596 (0.22094307746446246) | > loss_0: 2.4634196758270264 (2.36009183498012) | > grad_norm_0: tensor(41.6511, device='cuda:0') (tensor(26.7525, device='cuda:0')) | > loss_gen: 2.343066692352295 (2.504489916619091) | > loss_kl: 1.9596260786056519 (1.9262545138690912) | > loss_feat: 6.769542217254639 (7.16633148253151) | > loss_mel: 16.43870735168457 (17.7360686000238) | > loss_duration: 2.2515270709991455 (2.0823106478000497) | > loss_1: 29.762470245361328 (31.415455205313464) | > grad_norm_1: tensor(430.3447, device='cuda:0') (tensor(261.2326, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.589 (0.40217252958530925) | > loader_time: 0.0085 (0.004816858746041322)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5296201705932617 (2.5296201705932617) | > loss_disc_real_0: 0.1030254065990448 (0.1030254065990448) | > loss_disc_real_1: 0.2595633268356323 (0.2595633268356323) | > loss_disc_real_2: 0.26820114254951477 (0.26820114254951477) | > loss_disc_real_3: 0.26068171858787537 (0.26068171858787537) | > loss_disc_real_4: 0.3467892110347748 (0.3467892110347748) | > loss_disc_real_5: 0.27699556946754456 (0.27699556946754456) | > loss_0: 2.5296201705932617 (2.5296201705932617) | > loss_gen: 2.418015956878662 (2.418015956878662) | > loss_kl: 2.1376302242279053 (2.1376302242279053) | > loss_feat: 5.0905256271362305 (5.0905256271362305) | > loss_mel: 14.558198928833008 (14.558198928833008) | > loss_duration: 2.9678781032562256 (2.9678781032562256) | > loss_1: 27.17224884033203 (27.17224884033203)  --> STEP: 1 | > loss_disc: 2.2972307205200195 (2.2972307205200195) | > loss_disc_real_0: 0.04747100546956062 (0.04747100546956062) | > loss_disc_real_1: 0.12214545160531998 (0.12214545160531998) | > loss_disc_real_2: 0.2331346869468689 (0.2331346869468689) | > loss_disc_real_3: 0.29339098930358887 (0.29339098930358887) | > loss_disc_real_4: 0.3217194080352783 (0.3217194080352783) | > loss_disc_real_5: 0.2761334776878357 (0.2761334776878357) | > loss_0: 2.2972307205200195 (2.2972307205200195) | > loss_gen: 2.5996625423431396 (2.5996625423431396) | > loss_kl: 2.9762015342712402 (2.9762015342712402) | > loss_feat: 6.733745574951172 (6.733745574951172) | > loss_mel: 19.213895797729492 (19.213895797729492) | > loss_duration: 2.4084322452545166 (2.4084322452545166) | > loss_1: 33.93193817138672 (33.93193817138672)  --> STEP: 2 | > loss_disc: 2.4113919734954834 (2.3543113470077515) | > loss_disc_real_0: 0.07438196986913681 (0.06092648766934872) | > loss_disc_real_1: 0.2262304425239563 (0.17418794706463814) | > loss_disc_real_2: 0.2725358307361603 (0.2528352588415146) | > loss_disc_real_3: 0.28930559754371643 (0.29134829342365265) | > loss_disc_real_4: 0.29086628556251526 (0.3062928467988968) | > loss_disc_real_5: 0.2981834411621094 (0.28715845942497253) | > loss_0: 2.4113919734954834 (2.3543113470077515) | > loss_gen: 2.5510921478271484 (2.575377345085144) | > loss_kl: 2.89436936378479 (2.935285449028015) | > loss_feat: 6.491985321044922 (6.612865447998047) | > loss_mel: 18.530447006225586 (18.87217140197754) | > loss_duration: 2.4597890377044678 (2.434110641479492) | > loss_1: 32.92768096923828 (33.4298095703125)  --> STEP: 3 | > loss_disc: 2.473973512649536 (2.394198735555013) | > loss_disc_real_0: 0.1558636724948883 (0.09257221594452858) | > loss_disc_real_1: 0.2605482041835785 (0.20297469943761826) | > loss_disc_real_2: 0.23726804554462433 (0.24764618774255118) | > loss_disc_real_3: 0.2613917887210846 (0.28136279185612995) | > loss_disc_real_4: 0.2723267674446106 (0.2949708203474681) | > loss_disc_real_5: 0.27380019426345825 (0.28270570437113446) | > loss_0: 2.473973512649536 (2.394198735555013) | > loss_gen: 2.562558889389038 (2.5711045265197754) | > loss_kl: 3.5652225017547607 (3.145264466603597) | > loss_feat: 6.685056209564209 (6.636929035186768) | > loss_mel: 17.1080322265625 (18.284125010172527) | > loss_duration: 2.291985034942627 (2.386735439300537) | > loss_1: 32.21285629272461 (33.0241584777832)  --> STEP: 4 | > loss_disc: 2.4581775665283203 (2.41019344329834) | > loss_disc_real_0: 0.0939512699842453 (0.09291697945445776) | > loss_disc_real_1: 0.21891289949417114 (0.20695924945175648) | > loss_disc_real_2: 0.28611481189727783 (0.25726334378123283) | > loss_disc_real_3: 0.2873722314834595 (0.28286515176296234) | > loss_disc_real_4: 0.3324526846408844 (0.30434128642082214) | > loss_disc_real_5: 0.2341465950012207 (0.270565927028656) | > loss_0: 2.4581775665283203 (2.41019344329834) | > loss_gen: 2.510561943054199 (2.5559688806533813) | > loss_kl: 2.8285324573516846 (3.066081464290619) | > loss_feat: 7.612839221954346 (6.880906581878662) | > loss_mel: 17.56891632080078 (18.10532283782959) | > loss_duration: 2.3577041625976562 (2.379477620124817) | > loss_1: 32.87855529785156 (32.98775768280029)  --> STEP: 5 | > loss_disc: 2.502363681793213 (2.4286274909973145) | > loss_disc_real_0: 0.2147563099861145 (0.11728484556078911) | > loss_disc_real_1: 0.24406598508358002 (0.2143805965781212) | > loss_disc_real_2: 0.2110426425933838 (0.24801920354366302) | > loss_disc_real_3: 0.2749963700771332 (0.2812913954257965) | > loss_disc_real_4: 0.28081291913986206 (0.29963561296463015) | > loss_disc_real_5: 0.2309388816356659 (0.262640517950058) | > loss_0: 2.502363681793213 (2.4286274909973145) | > loss_gen: 2.3990278244018555 (2.5245806694030763) | > loss_kl: 2.686539888381958 (2.9901731491088865) | > loss_feat: 5.630834102630615 (6.630892086029053) | > loss_mel: 17.984973907470703 (18.081253051757812) | > loss_duration: 2.4088735580444336 (2.38535680770874) | > loss_1: 31.110252380371094 (32.612256622314455)  --> STEP: 6 | > loss_disc: 2.4204342365264893 (2.4272619485855103) | > loss_disc_real_0: 0.10450311005115509 (0.11515455630918343) | > loss_disc_real_1: 0.2554360330104828 (0.22122316931684813) | > loss_disc_real_2: 0.22333276271820068 (0.2439047967394193) | > loss_disc_real_3: 0.27339497208595276 (0.2799753248691559) | > loss_disc_real_4: 0.30528703331947327 (0.300577516357104) | > loss_disc_real_5: 0.25739338994026184 (0.261765996615092) | > loss_0: 2.4204342365264893 (2.4272619485855103) | > loss_gen: 2.5265254974365234 (2.524904807408651) | > loss_kl: 2.559695243835449 (2.918426831563314) | > loss_feat: 7.476725101470947 (6.771864255269368) | > loss_mel: 19.491605758666992 (18.316311836242676) | > loss_duration: 2.219449281692505 (2.357705553372701) | > loss_1: 34.27399826049805 (32.88921356201172)  --> STEP: 7 | > loss_disc: 2.1864771842956543 (2.3928641251155307) | > loss_disc_real_0: 0.07632751762866974 (0.10960783649768148) | > loss_disc_real_1: 0.2025248259305954 (0.2185519774045263) | > loss_disc_real_2: 0.24391627311706543 (0.24390643622194016) | > loss_disc_real_3: 0.2271866649389267 (0.272434087736266) | > loss_disc_real_4: 0.2411443144083023 (0.2920870589358466) | > loss_disc_real_5: 0.22681963443756104 (0.25677365916115896) | > loss_0: 2.1864771842956543 (2.3928641251155307) | > loss_gen: 2.624572992324829 (2.5391431195395335) | > loss_kl: 3.673909902572632 (3.026352984564645) | > loss_feat: 7.579800128936768 (6.887283665793283) | > loss_mel: 18.727659225463867 (18.37507574898856) | > loss_duration: 2.6043763160705566 (2.392944233758109) | > loss_1: 35.21031951904297 (33.2208001273019)  --> STEP: 8 | > loss_disc: 2.3824474811553955 (2.391562044620514) | > loss_disc_real_0: 0.17964300513267517 (0.11836223257705569) | > loss_disc_real_1: 0.1532377004623413 (0.21038769278675318) | > loss_disc_real_2: 0.27089443802833557 (0.2472799364477396) | > loss_disc_real_3: 0.23341690003871918 (0.26755693927407265) | > loss_disc_real_4: 0.2333182692527771 (0.2847409602254629) | > loss_disc_real_5: 0.23831531405448914 (0.25446636602282524) | > loss_0: 2.3824474811553955 (2.391562044620514) | > loss_gen: 2.3288474082946777 (2.5128561556339264) | > loss_kl: 2.3204715251922607 (2.938117802143097) | > loss_feat: 8.96448802947998 (7.14693421125412) | > loss_mel: 19.865427017211914 (18.56136965751648) | > loss_duration: 2.2074592113494873 (2.3697586059570312) | > loss_1: 35.68669128417969 (33.52903652191162)  --> STEP: 9 | > loss_disc: 2.389376640319824 (2.3913192219204373) | > loss_disc_real_0: 0.19956761598587036 (0.12738505295581287) | > loss_disc_real_1: 0.24170345067977905 (0.21386722144153383) | > loss_disc_real_2: 0.22627539932727814 (0.24494609898991054) | > loss_disc_real_3: 0.23416642844676971 (0.26384688251548344) | > loss_disc_real_4: 0.19634763896465302 (0.2749194800853729) | > loss_disc_real_5: 0.16834335029125214 (0.24489714205265045) | > loss_0: 2.389376640319824 (2.3913192219204373) | > loss_gen: 2.5346786975860596 (2.5152808825174966) | > loss_kl: 2.759763479232788 (2.918300655153063) | > loss_feat: 9.925787925720215 (7.455695735083686) | > loss_mel: 19.814010620117188 (18.700551986694336) | > loss_duration: 2.1950368881225586 (2.350345081753201) | > loss_1: 37.229278564453125 (33.94017452663846)  --> STEP: 10 | > loss_disc: 2.387876510620117 (2.3909749507904055) | > loss_disc_real_0: 0.16575399041175842 (0.13122194670140744) | > loss_disc_real_1: 0.23164832592010498 (0.21564533188939095) | > loss_disc_real_2: 0.2190418541431427 (0.24235567450523376) | > loss_disc_real_3: 0.2649069130420685 (0.26395288556814195) | > loss_disc_real_4: 0.32476016879081726 (0.27990354895591735) | > loss_disc_real_5: 0.30662015080451965 (0.2510694429278374) | > loss_0: 2.387876510620117 (2.3909749507904055) | > loss_gen: 2.913834571838379 (2.555136251449585) | > loss_kl: 2.6408333778381348 (2.89055392742157) | > loss_feat: 6.222745895385742 (7.332400751113892) | > loss_mel: 17.29796600341797 (18.5602933883667) | > loss_duration: 2.322479248046875 (2.3475584983825684) | > loss_1: 31.397857666015625 (33.685942840576175)  --> STEP: 11 | > loss_disc: 2.3923425674438477 (2.391099279577082) | > loss_disc_real_0: 0.06386414170265198 (0.12509850988333876) | > loss_disc_real_1: 0.18872106075286865 (0.21319767087697983) | > loss_disc_real_2: 0.2643800973892212 (0.24435789476741443) | > loss_disc_real_3: 0.26841235160827637 (0.2643582915717905) | > loss_disc_real_4: 0.3388042151927948 (0.28525815497745166) | > loss_disc_real_5: 0.23374231159687042 (0.24949424917047675) | > loss_0: 2.3923425674438477 (2.391099279577082) | > loss_gen: 2.448575019836426 (2.5454488667574795) | > loss_kl: 3.3684768676757812 (2.93400146744468) | > loss_feat: 6.4334845542907715 (7.250681096857244) | > loss_mel: 17.289560317993164 (18.444772200150922) | > loss_duration: 2.447000026702881 (2.356598637320779) | > loss_1: 31.987096786499023 (33.53150229020552)  --> STEP: 12 | > loss_disc: 2.5499660968780518 (2.4043381810188293) | > loss_disc_real_0: 0.14349587261676788 (0.12663162344445786) | > loss_disc_real_1: 0.2877693772315979 (0.21941197973986468) | > loss_disc_real_2: 0.3057560622692108 (0.24947440872589746) | > loss_disc_real_3: 0.302414208650589 (0.2675296179950237) | > loss_disc_real_4: 0.2921958267688751 (0.2858362942934036) | > loss_disc_real_5: 0.22929967939853668 (0.2478113683561484) | > loss_0: 2.5499660968780518 (2.4043381810188293) | > loss_gen: 2.4938864707946777 (2.541152000427246) | > loss_kl: 2.468337297439575 (2.8951961199442544) | > loss_feat: 7.036073207855225 (7.232797106107076) | > loss_mel: 18.081926345825195 (18.41453504562378) | > loss_duration: 2.265477180480957 (2.349005182584127) | > loss_1: 32.345703125 (33.432685693105064)  --> STEP: 13 | > loss_disc: 2.3613827228546143 (2.4010339150061975) | > loss_disc_real_0: 0.0726265013217926 (0.12247738328117591) | > loss_disc_real_1: 0.21790224313735962 (0.2192958461550566) | > loss_disc_real_2: 0.26004916429519653 (0.2502878514619974) | > loss_disc_real_3: 0.25355544686317444 (0.26645468175411224) | > loss_disc_real_4: 0.28986483812332153 (0.2861461822803204) | > loss_disc_real_5: 0.30460718274116516 (0.25218027715499586) | > loss_0: 2.3613827228546143 (2.4010339150061975) | > loss_gen: 2.504138946533203 (2.5383048424353967) | > loss_kl: 2.739182710647583 (2.883195088459895) | > loss_feat: 6.13411808013916 (7.148283334878775) | > loss_mel: 16.593542098999023 (18.27445866511418) | > loss_duration: 2.2064383029937744 (2.338038499538715) | > loss_1: 30.177419662475586 (33.182280613825874)  --> STEP: 14 | > loss_disc: 2.294053554534912 (2.3933924606868198) | > loss_disc_real_0: 0.16027948260307312 (0.12517753323274) | > loss_disc_real_1: 0.2272219955921173 (0.2198619996862752) | > loss_disc_real_2: 0.23646341264247894 (0.2493003915463175) | > loss_disc_real_3: 0.2706908881664276 (0.26675726792642046) | > loss_disc_real_4: 0.3043246269226074 (0.2874446426119123) | > loss_disc_real_5: 0.2471674680709839 (0.2518222193632807) | > loss_0: 2.294053554534912 (2.3933924606868198) | > loss_gen: 2.657108783721924 (2.546790838241577) | > loss_kl: 3.8012001514434814 (2.9487668786730086) | > loss_feat: 7.015714168548584 (7.1388141087123325) | > loss_mel: 19.387975692749023 (18.35399559565953) | > loss_duration: 2.365522861480713 (2.3400016682488576) | > loss_1: 35.22752380371094 (33.32836941310338)  --> STEP: 15 | > loss_disc: 2.3911592960357666 (2.3932435830434162) | > loss_disc_real_0: 0.1715257614850998 (0.12826741511623066) | > loss_disc_real_1: 0.20932118594646454 (0.21915927877028782) | > loss_disc_real_2: 0.2767254710197449 (0.25112873017787934) | > loss_disc_real_3: 0.18737713992595673 (0.2614652593930562) | > loss_disc_real_4: 0.259603887796402 (0.2855885922908783) | > loss_disc_real_5: 0.20373281836509705 (0.24861625929673511) | > loss_0: 2.3911592960357666 (2.3932435830434162) | > loss_gen: 2.403672218322754 (2.5372495969136555) | > loss_kl: 3.4300284385681152 (2.9808509826660154) | > loss_feat: 6.3444013595581055 (7.085853258768718) | > loss_mel: 16.045026779174805 (18.200064341227215) | > loss_duration: 2.328238010406494 (2.3392174243927) | > loss_1: 30.551366806030273 (33.14323590596517)  --> STEP: 16 | > loss_disc: 2.7106027603149414 (2.4130785316228867) | > loss_disc_real_0: 0.20177166163921356 (0.13286143052391708) | > loss_disc_real_1: 0.29246044158935547 (0.22374060144647956) | > loss_disc_real_2: 0.297051340341568 (0.2539988933131099) | > loss_disc_real_3: 0.32490214705467224 (0.26543006487190723) | > loss_disc_real_4: 0.2883068323135376 (0.2857584822922945) | > loss_disc_real_5: 0.2141639143228531 (0.2464629877358675) | > loss_0: 2.7106027603149414 (2.4130785316228867) | > loss_gen: 2.5935473442077637 (2.5407682061195374) | > loss_kl: 2.5365402698516846 (2.95308156311512) | > loss_feat: 6.69788932800293 (7.061605513095856) | > loss_mel: 18.161151885986328 (18.197632312774658) | > loss_duration: 2.299948215484619 (2.336763098835945) | > loss_1: 32.28907775878906 (33.08985102176666)  --> STEP: 17 | > loss_disc: 2.5607526302337646 (2.4217652433058796) | > loss_disc_real_0: 0.12088865041732788 (0.13215714934117653) | > loss_disc_real_1: 0.21432091295719147 (0.22318650212358027) | > loss_disc_real_2: 0.24367408454418182 (0.25339155162082) | > loss_disc_real_3: 0.31893837451934814 (0.2685776124982273) | > loss_disc_real_4: 0.35139957070350647 (0.28961972278707165) | > loss_disc_real_5: 0.3902878165245056 (0.254923271782258) | > loss_0: 2.5607526302337646 (2.4217652433058796) | > loss_gen: 2.6466565132141113 (2.546996930066277) | > loss_kl: 2.5698044300079346 (2.9305358494029328) | > loss_feat: 7.01806116104126 (7.059044080622056) | > loss_mel: 18.487306594848633 (18.214671976426068) | > loss_duration: 2.4331250190734863 (2.3424314470852123) | > loss_1: 33.15495300292969 (33.09368055007037)  --> STEP: 18 | > loss_disc: 2.5120439529418945 (2.426780727174547) | > loss_disc_real_0: 0.13008788228034973 (0.1320421900600195) | > loss_disc_real_1: 0.23291601240634918 (0.223727030472623) | > loss_disc_real_2: 0.32346710562705994 (0.25728463795449996) | > loss_disc_real_3: 0.24255186319351196 (0.2671317375368542) | > loss_disc_real_4: 0.2662957012653351 (0.28832394381364185) | > loss_disc_real_5: 0.17361928522586823 (0.2504063836402363) | > loss_0: 2.5120439529418945 (2.426780727174547) | > loss_gen: 2.4785821437835693 (2.5431961086061268) | > loss_kl: 2.561094045639038 (2.910011304749383) | > loss_feat: 6.636990070343018 (7.035596635606554) | > loss_mel: 17.755237579345703 (18.189147843254936) | > loss_duration: 2.245242118835449 (2.3370320399602256) | > loss_1: 31.677146911621094 (33.01498423682319)  --> STEP: 19 | > loss_disc: 2.700329303741455 (2.4411780206780684) | > loss_disc_real_0: 0.14877364039421082 (0.13292279270918747) | > loss_disc_real_1: 0.24777106940746307 (0.22499250620603561) | > loss_disc_real_2: 0.2526063323020935 (0.2570384113412154) | > loss_disc_real_3: 0.30455437302589417 (0.2691013499310142) | > loss_disc_real_4: 0.3253294825553894 (0.29027160374741806) | > loss_disc_real_5: 0.3417156934738159 (0.2552121367893721) | > loss_0: 2.700329303741455 (2.4411780206780684) | > loss_gen: 2.2931313514709473 (2.530034805599012) | > loss_kl: 1.6855043172836304 (2.8455635685669747) | > loss_feat: 5.294851303100586 (6.943978460211503) | > loss_mel: 16.372760772705078 (18.093548523752315) | > loss_duration: 2.319429397583008 (2.3361055850982666) | > loss_1: 27.96567726135254 (32.749231238114206)  --> STEP: 20 | > loss_disc: 2.464695930480957 (2.442353916168213) | > loss_disc_real_0: 0.19275784492492676 (0.13591454531997443) | > loss_disc_real_1: 0.1782110631465912 (0.2226534340530634) | > loss_disc_real_2: 0.22886545956134796 (0.2556297637522221) | > loss_disc_real_3: 0.21295209228992462 (0.26629388704895973) | > loss_disc_real_4: 0.2226947695016861 (0.2868927620351315) | > loss_disc_real_5: 0.2567145526409149 (0.25528725758194926) | > loss_0: 2.464695930480957 (2.442353916168213) | > loss_gen: 2.4524266719818115 (2.526154398918152) | > loss_kl: 2.1166129112243652 (2.8091160356998444) | > loss_feat: 7.400300979614258 (6.96679458618164) | > loss_mel: 18.02309226989746 (18.090025711059575) | > loss_duration: 2.2908291816711426 (2.3338417649269103) | > loss_1: 32.28326416015625 (32.725932884216306)  --> STEP: 21 | > loss_disc: 2.369692802429199 (2.4388938631330217) | > loss_disc_real_0: 0.08096849918365479 (0.13329806693253063) | > loss_disc_real_1: 0.1946553736925125 (0.22132019308351336) | > loss_disc_real_2: 0.2618543207645416 (0.2559261712289992) | > loss_disc_real_3: 0.2534065246582031 (0.2656802031255904) | > loss_disc_real_4: 0.23504163324832916 (0.28442366066433133) | > loss_disc_real_5: 0.23256464302539825 (0.2542052283173516) | > loss_0: 2.369692802429199 (2.4388938631330217) | > loss_gen: 2.3535284996032715 (2.517934117998396) | > loss_kl: 2.302154064178467 (2.784974989436922) | > loss_feat: 6.082747936248779 (6.924697126661028) | > loss_mel: 17.04146957397461 (18.040094466436482) | > loss_duration: 2.1735739707946777 (2.3262099652063277) | > loss_1: 29.953475952148438 (32.59391112554641)  --> STEP: 22 | > loss_disc: 2.514148235321045 (2.4423145164142954) | > loss_disc_real_0: 0.12831813097000122 (0.1330717062069611) | > loss_disc_real_1: 0.2429100126028061 (0.22230154851620848) | > loss_disc_real_2: 0.29258400201797485 (0.2575924362648617) | > loss_disc_real_3: 0.2885386347770691 (0.26671922274611215) | > loss_disc_real_4: 0.2622663378715515 (0.2834165096282959) | > loss_disc_real_5: 0.3438710868358612 (0.25828094915910205) | > loss_0: 2.514148235321045 (2.4423145164142954) | > loss_gen: 2.6938493251800537 (2.5259302637793803) | > loss_kl: 2.4718945026397705 (2.7707440582188694) | > loss_feat: 7.484102725982666 (6.950124653902921) | > loss_mel: 20.037689208984375 (18.130894227461386) | > loss_duration: 2.215496063232422 (2.321177515116605) | > loss_1: 34.90303039550781 (32.698871092362836)  --> STEP: 23 | > loss_disc: 2.1771323680877686 (2.430784857791403) | > loss_disc_real_0: 0.06649129092693329 (0.13017690554261205) | > loss_disc_real_1: 0.22745384275913239 (0.2225255613093791) | > loss_disc_real_2: 0.18448901176452637 (0.25441402650397754) | > loss_disc_real_3: 0.26483917236328125 (0.2666374814251195) | > loss_disc_real_4: 0.295530766248703 (0.28394321643787884) | > loss_disc_real_5: 0.22666649520397186 (0.25690640768279205) | > loss_0: 2.1771323680877686 (2.430784857791403) | > loss_gen: 2.652033567428589 (2.5314130161119546) | > loss_kl: 2.2627627849578857 (2.7486579159031743) | > loss_feat: 6.593116760253906 (6.9346025715703545) | > loss_mel: 17.664039611816406 (18.110596200694214) | > loss_duration: 2.286442995071411 (2.319667318592901) | > loss_1: 31.458396911621094 (32.644937432330586)  --> STEP: 24 | > loss_disc: 2.3499743938446045 (2.4274177551269527) | > loss_disc_real_0: 0.10499659180641174 (0.1291277258036037) | > loss_disc_real_1: 0.211653470993042 (0.22207255754619837) | > loss_disc_real_2: 0.2846386134624481 (0.2556733842939138) | > loss_disc_real_3: 0.28387269377708435 (0.2673556152731181) | > loss_disc_real_4: 0.23865744471549988 (0.28205630928277975) | > loss_disc_real_5: 0.2585027813911438 (0.25697292325397336) | > loss_0: 2.3499743938446045 (2.4274177551269527) | > loss_gen: 2.569556474685669 (2.5330023268858595) | > loss_kl: 2.2716164588928223 (2.728781188527743) | > loss_feat: 5.269999980926514 (6.8652441302935285) | > loss_mel: 17.810815811157227 (18.098105351130172) | > loss_duration: 2.402841567993164 (2.3231329123179116) | > loss_1: 30.324831008911133 (32.548266331354775)  --> STEP: 25 | > loss_disc: 2.419781446456909 (2.427112302780151) | > loss_disc_real_0: 0.08030897378921509 (0.12717497572302816) | > loss_disc_real_1: 0.20535527169704437 (0.2214038661122322) | > loss_disc_real_2: 0.22629882395267487 (0.25449840188026424) | > loss_disc_real_3: 0.2532304525375366 (0.2667906087636948) | > loss_disc_real_4: 0.28479278087615967 (0.28216576814651495) | > loss_disc_real_5: 0.2753733694553375 (0.2577089411020279) | > loss_0: 2.419781446456909 (2.427112302780151) | > loss_gen: 2.4143738746643066 (2.5282571887969976) | > loss_kl: 2.40728759765625 (2.7159214448928832) | > loss_feat: 6.885809421539307 (6.866066741943359) | > loss_mel: 18.168411254882812 (18.10091758728028) | > loss_duration: 2.3559727668762207 (2.324446506500244) | > loss_1: 32.23185348510742 (32.535609817504884)  --> STEP: 26 | > loss_disc: 2.4301095008850098 (2.4272275796303378) | > loss_disc_real_0: 0.1556720733642578 (0.12827101793999854) | > loss_disc_real_1: 0.2035333514213562 (0.2207165386241216) | > loss_disc_real_2: 0.17337629199028015 (0.2513783207306495) | > loss_disc_real_3: 0.21673429012298584 (0.26486536573905217) | > loss_disc_real_4: 0.25561806559562683 (0.2811447026637885) | > loss_disc_real_5: 0.1854615956544876 (0.2549301970463533) | > loss_0: 2.4301095008850098 (2.4272275796303378) | > loss_gen: 2.300576686859131 (2.519500246414772) | > loss_kl: 2.6667582988739014 (2.714030554661384) | > loss_feat: 8.404247283935547 (6.925227532019982) | > loss_mel: 18.082883834838867 (18.100223981417148) | > loss_duration: 2.280055284500122 (2.3227391518079314) | > loss_1: 33.734519958496094 (32.58172174600455) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025302630204420825 (+8.809566497802864e-05) | > avg_loss_disc: 2.4272275796303378 (+0.024932503700255904) | > avg_loss_disc_real_0: 0.12827101793999854 (+0.04167406547528045) | > avg_loss_disc_real_1: 0.2207165386241216 (+0.008017897032774418) | > avg_loss_disc_real_2: 0.2513783207306495 (+0.0459861841339331) | > avg_loss_disc_real_3: 0.26486536573905217 (+0.02802457832373112) | > avg_loss_disc_real_4: 0.2811447026637885 (+0.08724160435108044) | > avg_loss_disc_real_5: 0.2549301970463533 (+0.05167147832421157) | > avg_loss_0: 2.4272275796303378 (+0.024932503700255904) | > avg_loss_gen: 2.519500246414772 (+0.36654379276129) | > avg_loss_kl: 2.714030554661384 (+0.1631994339135976) | > avg_loss_feat: 6.925227532019982 (+0.13320735784677407) | > avg_loss_mel: 18.100223981417148 (+0.15565285315880928) | > avg_loss_duration: 2.3227391518079314 (-0.024614838453439702) | > avg_loss_1: 32.58172174600455 (+0.7939888880803068)  > EPOCH: 467/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:39:55)   --> TIME: 2024-06-11 11:40:02 -- STEP: 14/330 -- GLOBAL_STEP: 242125 | > loss_disc: 2.295752763748169 (2.3435483149119785) | > loss_disc_real_0: 0.09897245466709137 (0.10713613991226469) | > loss_disc_real_1: 0.2009737193584442 (0.2006253536258425) | > loss_disc_real_2: 0.1996087282896042 (0.20927256452185766) | > loss_disc_real_3: 0.23301734030246735 (0.23070290365389415) | > loss_disc_real_4: 0.23259863257408142 (0.23481749849660055) | > loss_disc_real_5: 0.22368624806404114 (0.22942741002355302) | > loss_0: 2.295752763748169 (2.3435483149119785) | > grad_norm_0: tensor(5.2559, device='cuda:0') (tensor(9.8957, device='cuda:0')) | > loss_gen: 2.562922477722168 (2.4599264349256242) | > loss_kl: 1.8231525421142578 (1.8406917452812195) | > loss_feat: 7.1796555519104 (6.729272944586618) | > loss_mel: 17.37771224975586 (17.817404338291713) | > loss_duration: 2.048691749572754 (2.117911492075239) | > loss_1: 30.99213409423828 (30.96520709991455) | > grad_norm_1: tensor(154.5984, device='cuda:0') (tensor(98.0295, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3599 (0.35825971194675993) | > loader_time: 0.0034 (0.00318145751953125)  --> TIME: 2024-06-11 11:40:11 -- STEP: 39/330 -- GLOBAL_STEP: 242150 | > loss_disc: 2.220839500427246 (2.3403603847210226) | > loss_disc_real_0: 0.10912570357322693 (0.10830085858320579) | > loss_disc_real_1: 0.1919388622045517 (0.19549030867906717) | > loss_disc_real_2: 0.1954229772090912 (0.21179152986942193) | > loss_disc_real_3: 0.2332044392824173 (0.2309716576949144) | > loss_disc_real_4: 0.21572601795196533 (0.228085729938287) | > loss_disc_real_5: 0.2114940881729126 (0.2224124089265481) | > loss_0: 2.220839500427246 (2.3403603847210226) | > grad_norm_0: tensor(7.9754, device='cuda:0') (tensor(9.0420, device='cuda:0')) | > loss_gen: 2.655925989151001 (2.4786200462243495) | > loss_kl: 1.9653809070587158 (1.911280130728697) | > loss_feat: 8.058758735656738 (6.975800783206255) | > loss_mel: 18.071136474609375 (18.041043208195617) | > loss_duration: 2.0329954624176025 (2.050721730941381) | > loss_1: 32.78419876098633 (31.45746612548828) | > grad_norm_1: tensor(55.3508, device='cuda:0') (tensor(107.3002, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3613 (0.35813334049322665) | > loader_time: 0.0031 (0.00324402100000626)  --> TIME: 2024-06-11 11:40:20 -- STEP: 64/330 -- GLOBAL_STEP: 242175 | > loss_disc: 2.4223341941833496 (2.3379416055977345) | > loss_disc_real_0: 0.09911209344863892 (0.10971729422453791) | > loss_disc_real_1: 0.20663540065288544 (0.1966021240223199) | > loss_disc_real_2: 0.24066857993602753 (0.2127598226070404) | > loss_disc_real_3: 0.24270303547382355 (0.22916937363334) | > loss_disc_real_4: 0.2474733591079712 (0.22920623002573848) | > loss_disc_real_5: 0.22938627004623413 (0.22139246272854507) | > loss_0: 2.4223341941833496 (2.3379416055977345) | > grad_norm_0: tensor(10.3411, device='cuda:0') (tensor(10.1837, device='cuda:0')) | > loss_gen: 2.506913900375366 (2.49074761942029) | > loss_kl: 1.9999239444732666 (1.9169940240681171) | > loss_feat: 6.704760551452637 (7.029639795422554) | > loss_mel: 17.955028533935547 (18.034502148628242) | > loss_duration: 2.0115723609924316 (2.0283654276281586) | > loss_1: 31.178199768066406 (31.500249207019806) | > grad_norm_1: tensor(137.0770, device='cuda:0') (tensor(117.1581, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3511 (0.36500225216150284) | > loader_time: 0.0036 (0.0034374892711639404)  --> TIME: 2024-06-11 11:40:30 -- STEP: 89/330 -- GLOBAL_STEP: 242200 | > loss_disc: 2.227926254272461 (2.34032836389006) | > loss_disc_real_0: 0.15068630874156952 (0.11100266639436229) | > loss_disc_real_1: 0.16482330858707428 (0.1966421828511056) | > loss_disc_real_2: 0.19198502600193024 (0.21261797795134985) | > loss_disc_real_3: 0.2220660150051117 (0.22932073859016547) | > loss_disc_real_4: 0.21889105439186096 (0.22962730369541082) | > loss_disc_real_5: 0.22383560240268707 (0.22199689822920252) | > loss_0: 2.227926254272461 (2.34032836389006) | > grad_norm_0: tensor(5.7634, device='cuda:0') (tensor(10.1084, device='cuda:0')) | > loss_gen: 2.559939384460449 (2.4877420409341875) | > loss_kl: 1.9008159637451172 (1.9264428843273205) | > loss_feat: 6.7918314933776855 (7.046891673227375) | > loss_mel: 18.181364059448242 (17.997221464521427) | > loss_duration: 2.003617525100708 (2.0211208576566713) | > loss_1: 31.437570571899414 (31.479419065325448) | > grad_norm_1: tensor(123.6929, device='cuda:0') (tensor(116.8499, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3759 (0.36812787645318545) | > loader_time: 0.0043 (0.00360495052980573)  --> TIME: 2024-06-11 11:40:40 -- STEP: 114/330 -- GLOBAL_STEP: 242225 | > loss_disc: 2.3244125843048096 (2.346239742479827) | > loss_disc_real_0: 0.08561550080776215 (0.11343020364119295) | > loss_disc_real_1: 0.21681977808475494 (0.19780426067218446) | > loss_disc_real_2: 0.22224490344524384 (0.21225655131172716) | > loss_disc_real_3: 0.20718885958194733 (0.22912920815379997) | > loss_disc_real_4: 0.22480814158916473 (0.22899633031665234) | > loss_disc_real_5: 0.20245304703712463 (0.220408753737023) | > loss_0: 2.3244125843048096 (2.346239742479827) | > grad_norm_0: tensor(20.2410, device='cuda:0') (tensor(11.6252, device='cuda:0')) | > loss_gen: 2.3574442863464355 (2.480347633361816) | > loss_kl: 1.8306642770767212 (1.928013447083925) | > loss_feat: 6.6226654052734375 (7.031928610383418) | > loss_mel: 17.772754669189453 (17.96407423521343) | > loss_duration: 2.032071352005005 (2.020766963038528) | > loss_1: 30.615602493286133 (31.425131028158624) | > grad_norm_1: tensor(156.1698, device='cuda:0') (tensor(134.2698, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3644 (0.3726064343201487) | > loader_time: 0.0037 (0.003735006901255825)  --> TIME: 2024-06-11 11:40:49 -- STEP: 139/330 -- GLOBAL_STEP: 242250 | > loss_disc: 2.3652124404907227 (2.3477609380543667) | > loss_disc_real_0: 0.10787281394004822 (0.11369835011821856) | > loss_disc_real_1: 0.19376499950885773 (0.1972191540671767) | > loss_disc_real_2: 0.19024063646793365 (0.2125766896944252) | > loss_disc_real_3: 0.21600770950317383 (0.22894277321777756) | > loss_disc_real_4: 0.22183258831501007 (0.22909279767986682) | > loss_disc_real_5: 0.22488068044185638 (0.2207409654804271) | > loss_0: 2.3652124404907227 (2.3477609380543667) | > grad_norm_0: tensor(38.8966, device='cuda:0') (tensor(13.0863, device='cuda:0')) | > loss_gen: 2.5055274963378906 (2.48506260089737) | > loss_kl: 1.8859800100326538 (1.9317895559955844) | > loss_feat: 7.683777332305908 (7.0495633976065) | > loss_mel: 17.998258590698242 (17.970572080543572) | > loss_duration: 2.099647045135498 (2.025349049259433) | > loss_1: 32.17319107055664 (31.462336752912123) | > grad_norm_1: tensor(328.5489, device='cuda:0') (tensor(150.4052, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3609 (0.37293389032212954) | > loader_time: 0.004 (0.003818487949508557)  --> TIME: 2024-06-11 11:40:59 -- STEP: 164/330 -- GLOBAL_STEP: 242275 | > loss_disc: 2.321568489074707 (2.3469182747166344) | > loss_disc_real_0: 0.1425771713256836 (0.11426098199515808) | > loss_disc_real_1: 0.20686794817447662 (0.19697084059802497) | > loss_disc_real_2: 0.2076384425163269 (0.21185530840260228) | > loss_disc_real_3: 0.21833184361457825 (0.22909191786879446) | > loss_disc_real_4: 0.2093505561351776 (0.2293199272599162) | > loss_disc_real_5: 0.2211211770772934 (0.22114831808863616) | > loss_0: 2.321568489074707 (2.3469182747166344) | > grad_norm_0: tensor(18.1181, device='cuda:0') (tensor(15.4642, device='cuda:0')) | > loss_gen: 2.5880489349365234 (2.4920606685847773) | > loss_kl: 2.040130615234375 (1.9360385769751014) | > loss_feat: 6.978622913360596 (7.066461222927745) | > loss_mel: 17.209054946899414 (17.950143081385907) | > loss_duration: 2.102724075317383 (2.0281328362662623) | > loss_1: 30.918581008911133 (31.472836447925104) | > grad_norm_1: tensor(294.9348, device='cuda:0') (tensor(170.2339, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3724 (0.3736710810079808) | > loader_time: 0.0043 (0.0038867214830910287)  --> TIME: 2024-06-11 11:41:09 -- STEP: 189/330 -- GLOBAL_STEP: 242300 | > loss_disc: 2.4140398502349854 (2.3495614768336077) | > loss_disc_real_0: 0.12200023233890533 (0.11441922613552638) | > loss_disc_real_1: 0.18082641065120697 (0.19723001666485318) | > loss_disc_real_2: 0.215772807598114 (0.21205913910159357) | > loss_disc_real_3: 0.24393627047538757 (0.2294979514110656) | > loss_disc_real_4: 0.25388303399086 (0.2291180291188457) | > loss_disc_real_5: 0.24327419698238373 (0.22135485440650315) | > loss_0: 2.4140398502349854 (2.3495614768336077) | > grad_norm_0: tensor(49.4237, device='cuda:0') (tensor(18.2978, device='cuda:0')) | > loss_gen: 2.4708876609802246 (2.4981620463113936) | > loss_kl: 1.8495025634765625 (1.937174327159054) | > loss_feat: 6.858570575714111 (7.086718841835305) | > loss_mel: 18.03387451171875 (17.924945659738352) | > loss_duration: 2.110628128051758 (2.0344947942350284) | > loss_1: 31.323463439941406 (31.481495720999582) | > grad_norm_1: tensor(171.1166, device='cuda:0') (tensor(192.5121, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3842 (0.37556410971141996) | > loader_time: 0.0046 (0.0039763501081517124)  --> TIME: 2024-06-11 11:41:19 -- STEP: 214/330 -- GLOBAL_STEP: 242325 | > loss_disc: 2.4260175228118896 (2.350678176523371) | > loss_disc_real_0: 0.1935853660106659 (0.11589069295430852) | > loss_disc_real_1: 0.23674683272838593 (0.19799469042325687) | > loss_disc_real_2: 0.186102494597435 (0.2121407158463915) | > loss_disc_real_3: 0.23965491354465485 (0.22922980005496016) | > loss_disc_real_4: 0.22416627407073975 (0.22875988761955332) | > loss_disc_real_5: 0.23856504261493683 (0.22167340136855562) | > loss_0: 2.4260175228118896 (2.350678176523371) | > grad_norm_0: tensor(55.2295, device='cuda:0') (tensor(21.3017, device='cuda:0')) | > loss_gen: 2.5242726802825928 (2.5036747611571695) | > loss_kl: 1.8958988189697266 (1.9414194605060826) | > loss_feat: 6.49351167678833 (7.096165986818688) | > loss_mel: 17.547630310058594 (17.89593699268091) | > loss_duration: 2.131844997406006 (2.041929086235083) | > loss_1: 30.593158721923828 (31.479126368727638) | > grad_norm_1: tensor(214.3468, device='cuda:0') (tensor(214.8676, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.3966 (0.3784507334789383) | > loader_time: 0.0046 (0.004088623501430048)  --> TIME: 2024-06-11 11:41:30 -- STEP: 239/330 -- GLOBAL_STEP: 242350 | > loss_disc: 2.4694395065307617 (2.3523307694550852) | > loss_disc_real_0: 0.20904399454593658 (0.11761640087081797) | > loss_disc_real_1: 0.24179047346115112 (0.19776356425993613) | > loss_disc_real_2: 0.2466699331998825 (0.2122731813576431) | > loss_disc_real_3: 0.235842764377594 (0.22891109820190333) | > loss_disc_real_4: 0.25612571835517883 (0.22855754601905534) | > loss_disc_real_5: 0.22184185683727264 (0.2214043500159076) | > loss_0: 2.4694395065307617 (2.3523307694550852) | > grad_norm_0: tensor(71.1922, device='cuda:0') (tensor(24.4309, device='cuda:0')) | > loss_gen: 2.333634614944458 (2.5030499572035656) | > loss_kl: 1.833754062652588 (1.9422656417391788) | > loss_feat: 6.801693916320801 (7.095547795794499) | > loss_mel: 18.24466323852539 (17.860444248470795) | > loss_duration: 2.084216356277466 (2.0499216866792516) | > loss_1: 31.297964096069336 (31.45122942266105) | > grad_norm_1: tensor(425.8721, device='cuda:0') (tensor(233.2094, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.423 (0.38244332329498676) | > loader_time: 0.0051 (0.004220268217589566)  --> TIME: 2024-06-11 11:41:41 -- STEP: 264/330 -- GLOBAL_STEP: 242375 | > loss_disc: 2.3215298652648926 (2.3541313960696724) | > loss_disc_real_0: 0.11809442937374115 (0.1172497807296388) | > loss_disc_real_1: 0.22717273235321045 (0.19805001473110734) | > loss_disc_real_2: 0.19942399859428406 (0.212064139770739) | > loss_disc_real_3: 0.21007056534290314 (0.22917534552063) | > loss_disc_real_4: 0.21333780884742737 (0.22814174617330232) | > loss_disc_real_5: 0.20363225042819977 (0.22138350835126458) | > loss_0: 2.3215298652648926 (2.3541313960696724) | > grad_norm_0: tensor(23.4676, device='cuda:0') (tensor(24.9275, device='cuda:0')) | > loss_gen: 2.5302538871765137 (2.499127647190383) | > loss_kl: 1.9855960607528687 (1.9470819736068898) | > loss_feat: 6.82712459564209 (7.098666740186287) | > loss_mel: 16.761077880859375 (17.81286871072017) | > loss_duration: 2.1676597595214844 (2.057289301897542) | > loss_1: 30.271713256835938 (31.415034474748552) | > grad_norm_1: tensor(297.7448, device='cuda:0') (tensor(245.4002, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.4398 (0.38691997257145966) | > loader_time: 0.0057 (0.004352873925006751)  --> TIME: 2024-06-11 11:41:52 -- STEP: 289/330 -- GLOBAL_STEP: 242400 | > loss_disc: 2.391787052154541 (2.3580773214980404) | > loss_disc_real_0: 0.1388271003961563 (0.11802599885884453) | > loss_disc_real_1: 0.1910131573677063 (0.19853590676322536) | > loss_disc_real_2: 0.20830987393856049 (0.21237676696381355) | > loss_disc_real_3: 0.24162322282791138 (0.22938451975274662) | > loss_disc_real_4: 0.2373703122138977 (0.22875544573196496) | > loss_disc_real_5: 0.23601064085960388 (0.22166950351020456) | > loss_0: 2.391787052154541 (2.3580773214980404) | > grad_norm_0: tensor(41.5094, device='cuda:0') (tensor(25.2123, device='cuda:0')) | > loss_gen: 2.35133957862854 (2.4932098050430986) | > loss_kl: 1.9947645664215088 (1.9513609446456275) | > loss_feat: 6.148266315460205 (7.088424674367408) | > loss_mel: 16.252859115600586 (17.757012000958394) | > loss_duration: 2.1970367431640625 (2.0665832568204947) | > loss_1: 28.944265365600586 (31.356590779182408) | > grad_norm_1: tensor(159.4817, device='cuda:0') (tensor(251.5655, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.4588 (0.3928156303286965) | > loader_time: 0.0067 (0.004514289974753833)  --> TIME: 2024-06-11 11:42:05 -- STEP: 314/330 -- GLOBAL_STEP: 242425 | > loss_disc: 2.3207664489746094 (2.3586685824546096) | > loss_disc_real_0: 0.10011258721351624 (0.11872511088943026) | > loss_disc_real_1: 0.26547232270240784 (0.19903327500934057) | > loss_disc_real_2: 0.21276803314685822 (0.21249406186828187) | > loss_disc_real_3: 0.21246615052223206 (0.22933178067586985) | > loss_disc_real_4: 0.19973759353160858 (0.22856329704166223) | > loss_disc_real_5: 0.20642034709453583 (0.22134193834985139) | > loss_0: 2.3207664489746094 (2.3586685824546096) | > grad_norm_0: tensor(7.4430, device='cuda:0') (tensor(26.4391, device='cuda:0')) | > loss_gen: 2.6267549991607666 (2.4924750145833205) | > loss_kl: 2.061626672744751 (1.9567816173954375) | > loss_feat: 7.592322826385498 (7.11145168656756) | > loss_mel: 17.289077758789062 (17.71521786975253) | > loss_duration: 2.259943962097168 (2.079048941469497) | > loss_1: 31.829727172851562 (31.354975208355363) | > grad_norm_1: tensor(281.0910, device='cuda:0') (tensor(263.9233, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.5497 (0.40123650146897427) | > loader_time: 0.0073 (0.004713375856921933)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4387364387512207 (2.4387364387512207) | > loss_disc_real_0: 0.09550368785858154 (0.09550368785858154) | > loss_disc_real_1: 0.13899193704128265 (0.13899193704128265) | > loss_disc_real_2: 0.20843607187271118 (0.20843607187271118) | > loss_disc_real_3: 0.28945818543434143 (0.28945818543434143) | > loss_disc_real_4: 0.22740593552589417 (0.22740593552589417) | > loss_disc_real_5: 0.2126692235469818 (0.2126692235469818) | > loss_0: 2.4387364387512207 (2.4387364387512207) | > loss_gen: 2.089142084121704 (2.089142084121704) | > loss_kl: 1.7309049367904663 (1.7309049367904663) | > loss_feat: 6.182449817657471 (6.182449817657471) | > loss_mel: 18.391130447387695 (18.391130447387695) | > loss_duration: 2.9163951873779297 (2.9163951873779297) | > loss_1: 31.310022354125977 (31.310022354125977)  --> STEP: 1 | > loss_disc: 2.2096595764160156 (2.2096595764160156) | > loss_disc_real_0: 0.0760965570807457 (0.0760965570807457) | > loss_disc_real_1: 0.18741773068904877 (0.18741773068904877) | > loss_disc_real_2: 0.21205703914165497 (0.21205703914165497) | > loss_disc_real_3: 0.2524293065071106 (0.2524293065071106) | > loss_disc_real_4: 0.2367110550403595 (0.2367110550403595) | > loss_disc_real_5: 0.19122865796089172 (0.19122865796089172) | > loss_0: 2.2096595764160156 (2.2096595764160156) | > loss_gen: 2.4740216732025146 (2.4740216732025146) | > loss_kl: 2.657536268234253 (2.657536268234253) | > loss_feat: 6.935853958129883 (6.935853958129883) | > loss_mel: 17.747106552124023 (17.747106552124023) | > loss_duration: 2.3752055168151855 (2.3752055168151855) | > loss_1: 32.18972396850586 (32.18972396850586)  --> STEP: 2 | > loss_disc: 2.3428378105163574 (2.2762486934661865) | > loss_disc_real_0: 0.04992768168449402 (0.06301211938261986) | > loss_disc_real_1: 0.21661828458309174 (0.20201800763607025) | > loss_disc_real_2: 0.27155235409736633 (0.24180469661951065) | > loss_disc_real_3: 0.21035972237586975 (0.23139451444149017) | > loss_disc_real_4: 0.21151113510131836 (0.22411109507083893) | > loss_disc_real_5: 0.20539702475070953 (0.19831284135580063) | > loss_0: 2.3428378105163574 (2.2762486934661865) | > loss_gen: 2.1118710041046143 (2.2929463386535645) | > loss_kl: 2.3371903896331787 (2.497363328933716) | > loss_feat: 5.463395595550537 (6.19962477684021) | > loss_mel: 20.079259872436523 (18.913183212280273) | > loss_duration: 2.4812657833099365 (2.428235650062561) | > loss_1: 32.47298049926758 (32.33135223388672)  --> STEP: 3 | > loss_disc: 2.2326488494873047 (2.2617154121398926) | > loss_disc_real_0: 0.09975247830152512 (0.07525890568892162) | > loss_disc_real_1: 0.19587837159633636 (0.19997146228949228) | > loss_disc_real_2: 0.2147374451160431 (0.23278227945168814) | > loss_disc_real_3: 0.24012978374958038 (0.23430627087752023) | > loss_disc_real_4: 0.22440774738788605 (0.2242099791765213) | > loss_disc_real_5: 0.28436511754989624 (0.22699693342049918) | > loss_0: 2.2326488494873047 (2.2617154121398926) | > loss_gen: 2.69844388961792 (2.428112188975016) | > loss_kl: 3.213092565536499 (2.7359397411346436) | > loss_feat: 6.948851585388184 (6.449367046356201) | > loss_mel: 16.708707809448242 (18.17835807800293) | > loss_duration: 2.2675349712371826 (2.374668757120768) | > loss_1: 31.83662986755371 (32.16644477844238)  --> STEP: 4 | > loss_disc: 2.410325050354004 (2.2988678216934204) | > loss_disc_real_0: 0.13582275807857513 (0.09039986878633499) | > loss_disc_real_1: 0.24134255945682526 (0.21031423658132553) | > loss_disc_real_2: 0.23297175765037537 (0.23282964900135994) | > loss_disc_real_3: 0.20040839910507202 (0.2258318029344082) | > loss_disc_real_4: 0.23640257120132446 (0.2272581271827221) | > loss_disc_real_5: 0.18894396722316742 (0.21748369187116623) | > loss_0: 2.410325050354004 (2.2988678216934204) | > loss_gen: 2.5889973640441895 (2.4683334827423096) | > loss_kl: 3.238487720489502 (2.861576735973358) | > loss_feat: 7.050910472869873 (6.599752902984619) | > loss_mel: 18.026809692382812 (18.1404709815979) | > loss_duration: 2.2868053913116455 (2.3527029156684875) | > loss_1: 33.19200897216797 (32.42283582687378)  --> STEP: 5 | > loss_disc: 2.3818764686584473 (2.3154695510864256) | > loss_disc_real_0: 0.15985623002052307 (0.10429114103317261) | > loss_disc_real_1: 0.22900249063968658 (0.21405188739299774) | > loss_disc_real_2: 0.22309015691280365 (0.23088175058364868) | > loss_disc_real_3: 0.27510866522789 (0.23568717539310455) | > loss_disc_real_4: 0.29204076528549194 (0.24021465480327606) | > loss_disc_real_5: 0.21744045615196228 (0.21747504472732543) | > loss_0: 2.3818764686584473 (2.3154695510864256) | > loss_gen: 2.5713908672332764 (2.488944959640503) | > loss_kl: 2.877730369567871 (2.864807462692261) | > loss_feat: 5.377435684204102 (6.355289459228516) | > loss_mel: 19.127777099609375 (18.337932205200197) | > loss_duration: 2.3766865730285645 (2.3574996471405028) | > loss_1: 32.33102035522461 (32.404472732543944)  --> STEP: 6 | > loss_disc: 2.4117913246154785 (2.3315231800079346) | > loss_disc_real_0: 0.1712503284215927 (0.11545100559790929) | > loss_disc_real_1: 0.18372371792793274 (0.20899719248215357) | > loss_disc_real_2: 0.2686689794063568 (0.23717962205410004) | > loss_disc_real_3: 0.32547229528427124 (0.25065136204163235) | > loss_disc_real_4: 0.2233191728591919 (0.2373987411459287) | > loss_disc_real_5: 0.20435772836208344 (0.21528882533311844) | > loss_0: 2.4117913246154785 (2.3315231800079346) | > loss_gen: 2.378182888031006 (2.4704846143722534) | > loss_kl: 2.8520569801330566 (2.8626823822657266) | > loss_feat: 5.022462368011475 (6.133151610692342) | > loss_mel: 18.607149124145508 (18.382801691691082) | > loss_duration: 2.191114902496338 (2.3297688563664756) | > loss_1: 31.050966262817383 (32.17888832092285)  --> STEP: 7 | > loss_disc: 2.4719998836517334 (2.3515912805284773) | > loss_disc_real_0: 0.21634265780448914 (0.12986409877027785) | > loss_disc_real_1: 0.1974203884601593 (0.20734336333615438) | > loss_disc_real_2: 0.2861499488353729 (0.2441753830228533) | > loss_disc_real_3: 0.31422677636146545 (0.2597335640873228) | > loss_disc_real_4: 0.2962888181209564 (0.24581160928521836) | > loss_disc_real_5: 0.22427943348884583 (0.21657319792679378) | > loss_0: 2.4719998836517334 (2.3515912805284773) | > loss_gen: 2.6142754554748535 (2.4910261631011963) | > loss_kl: 3.759655475616455 (2.9908213956015453) | > loss_feat: 5.839188575744629 (6.091156891414097) | > loss_mel: 17.872020721435547 (18.309832981654576) | > loss_duration: 2.5458383560180664 (2.360635927745274) | > loss_1: 32.630977630615234 (32.24347250802176)  --> STEP: 8 | > loss_disc: 2.5567798614501953 (2.377239853143692) | > loss_disc_real_0: 0.22710247337818146 (0.1420188955962658) | > loss_disc_real_1: 0.21578267216682434 (0.20839827693998814) | > loss_disc_real_2: 0.23153141140937805 (0.2425948865711689) | > loss_disc_real_3: 0.3344688415527344 (0.26907547377049923) | > loss_disc_real_4: 0.2774426341056824 (0.24976548738777637) | > loss_disc_real_5: 0.25670209527015686 (0.22158931009471416) | > loss_0: 2.5567798614501953 (2.377239853143692) | > loss_gen: 2.578531265258789 (2.5019643008708954) | > loss_kl: 3.1304945945739746 (3.0082805454730988) | > loss_feat: 8.073280334472656 (6.338922321796417) | > loss_mel: 17.72548484802246 (18.23678946495056) | > loss_duration: 2.202115774154663 (2.3408209085464478) | > loss_1: 33.70990753173828 (32.42677688598633)  --> STEP: 9 | > loss_disc: 2.5220324993133545 (2.393327924940321) | > loss_disc_real_0: 0.12200447916984558 (0.13979507154888576) | > loss_disc_real_1: 0.1699536293745041 (0.20412664943271214) | > loss_disc_real_2: 0.27515456080436707 (0.24621262815263537) | > loss_disc_real_3: 0.3025725185871124 (0.2727973676390118) | > loss_disc_real_4: 0.32595372200012207 (0.2582308467891481) | > loss_disc_real_5: 0.2603464722633362 (0.22589566144678327) | > loss_0: 2.5220324993133545 (2.393327924940321) | > loss_gen: 2.478987455368042 (2.499411318037245) | > loss_kl: 2.8961706161499023 (2.9958238866594105) | > loss_feat: 7.485890865325928 (6.466363271077474) | > loss_mel: 19.680315017700195 (18.397181193033855) | > loss_duration: 2.15592622756958 (2.3202770551045737) | > loss_1: 34.697288513183594 (32.67905595567491)  --> STEP: 10 | > loss_disc: 2.4456074237823486 (2.398555874824524) | > loss_disc_real_0: 0.13926874101161957 (0.13974243849515916) | > loss_disc_real_1: 0.18816526234149933 (0.20253051072359085) | > loss_disc_real_2: 0.26125097274780273 (0.2477164626121521) | > loss_disc_real_3: 0.33778679370880127 (0.2792963102459908) | > loss_disc_real_4: 0.3089551627635956 (0.26330327838659284) | > loss_disc_real_5: 0.2907761335372925 (0.2323837086558342) | > loss_0: 2.4456074237823486 (2.398555874824524) | > loss_gen: 2.8980865478515625 (2.539278841018677) | > loss_kl: 2.437910556793213 (2.9400325536727907) | > loss_feat: 7.196362018585205 (6.539363145828247) | > loss_mel: 19.018699645996094 (18.45933303833008) | > loss_duration: 2.377347469329834 (2.3259840965270997) | > loss_1: 33.92840576171875 (32.8039909362793)  --> STEP: 11 | > loss_disc: 2.5892977714538574 (2.4158960472453725) | > loss_disc_real_0: 0.15535786747932434 (0.14116202294826508) | > loss_disc_real_1: 0.21717549860477448 (0.2038618732582439) | > loss_disc_real_2: 0.23769895732402802 (0.24680578031323172) | > loss_disc_real_3: 0.2661946415901184 (0.27810524945909326) | > loss_disc_real_4: 0.2958143353462219 (0.26625882901928644) | > loss_disc_real_5: 0.27016931772232056 (0.23581876402551477) | > loss_0: 2.5892977714538574 (2.4158960472453725) | > loss_gen: 2.193317413330078 (2.507827802137895) | > loss_kl: 2.9787189960479736 (2.9435495029796255) | > loss_feat: 5.001900672912598 (6.399593830108643) | > loss_mel: 13.51954460144043 (18.0102613622492) | > loss_duration: 2.4728920459747314 (2.3393393646587026) | > loss_1: 26.16637420654297 (32.20057123357599)  --> STEP: 12 | > loss_disc: 2.469083786010742 (2.420328358809153) | > loss_disc_real_0: 0.13525745272636414 (0.14066997542977333) | > loss_disc_real_1: 0.23275727033615112 (0.20626982301473618) | > loss_disc_real_2: 0.2741820514202118 (0.2490871362388134) | > loss_disc_real_3: 0.28371867537498474 (0.27857303495208424) | > loss_disc_real_4: 0.24941861629486084 (0.2648554779589176) | > loss_disc_real_5: 0.24616719782352448 (0.23668113350868225) | > loss_0: 2.469083786010742 (2.420328358809153) | > loss_gen: 2.4553492069244385 (2.503454585870107) | > loss_kl: 2.9796156883239746 (2.946555018424988) | > loss_feat: 6.838799476623535 (6.43619430065155) | > loss_mel: 17.2861328125 (17.949917316436764) | > loss_duration: 2.223050117492676 (2.3296485940615335) | > loss_1: 31.782947540283203 (32.165769259134926)  --> STEP: 13 | > loss_disc: 2.583864212036133 (2.4329080398266134) | > loss_disc_real_0: 0.1500830501317978 (0.14139405809915984) | > loss_disc_real_1: 0.21063096821308136 (0.20660529572230119) | > loss_disc_real_2: 0.2067834883928299 (0.24583300948143005) | > loss_disc_real_3: 0.28311970829963684 (0.27892277905574214) | > loss_disc_real_4: 0.28461048007011414 (0.26637509350593275) | > loss_disc_real_5: 0.2482215166091919 (0.23756885528564453) | > loss_0: 2.583864212036133 (2.4329080398266134) | > loss_gen: 2.2500967979431152 (2.4839655252603383) | > loss_kl: 3.072331190109253 (2.956230108554547) | > loss_feat: 5.180206775665283 (6.339579875652607) | > loss_mel: 17.149736404418945 (17.888364938589238) | > loss_duration: 2.1780648231506348 (2.3179883039914646) | > loss_1: 29.83043670654297 (31.98612829355093)  --> STEP: 14 | > loss_disc: 2.533719062805176 (2.440108827182225) | > loss_disc_real_0: 0.21712303161621094 (0.1468032704932349) | > loss_disc_real_1: 0.16440552473068237 (0.203591026365757) | > loss_disc_real_2: 0.26918718218803406 (0.2475011646747589) | > loss_disc_real_3: 0.31328490376472473 (0.2813772165349552) | > loss_disc_real_4: 0.2973444163799286 (0.26858718799693243) | > loss_disc_real_5: 0.2954752445220947 (0.24170502594539098) | > loss_0: 2.533719062805176 (2.440108827182225) | > loss_gen: 2.530984401702881 (2.4873240164348056) | > loss_kl: 3.3311822414398193 (2.9830124037606374) | > loss_feat: 5.636948585510254 (6.289391926356724) | > loss_mel: 18.07350730895996 (17.90158939361572) | > loss_duration: 2.3864519596099854 (2.322878565107073) | > loss_1: 31.959074020385742 (31.984195845467703)  --> STEP: 15 | > loss_disc: 2.4220387935638428 (2.4389041582743327) | > loss_disc_real_0: 0.2028942108154297 (0.15054266651471457) | > loss_disc_real_1: 0.20517903566360474 (0.20369689365228016) | > loss_disc_real_2: 0.25141069293022156 (0.24776179989178976) | > loss_disc_real_3: 0.27062565088272095 (0.2806604454914729) | > loss_disc_real_4: 0.22729818522930145 (0.2658345878124237) | > loss_disc_real_5: 0.24745279550552368 (0.24208821058273317) | > loss_0: 2.4220387935638428 (2.4389041582743327) | > loss_gen: 2.5145506858825684 (2.489139127731323) | > loss_kl: 3.3099896907806396 (3.004810889561971) | > loss_feat: 5.872503280639648 (6.261599349975586) | > loss_mel: 17.3271541595459 (17.863293711344397) | > loss_duration: 2.3233022689819336 (2.322906812032064) | > loss_1: 31.34749984741211 (31.94174944559733)  --> STEP: 16 | > loss_disc: 2.79268479347229 (2.461015447974205) | > loss_disc_real_0: 0.1423414647579193 (0.15003009140491486) | > loss_disc_real_1: 0.256364107131958 (0.20698859449476004) | > loss_disc_real_2: 0.24451319873332977 (0.247558762319386) | > loss_disc_real_3: 0.3033501207828522 (0.2820785501971841) | > loss_disc_real_4: 0.3096870183944702 (0.2685753647238016) | > loss_disc_real_5: 0.25864964723587036 (0.24312330037355423) | > loss_0: 2.79268479347229 (2.461015447974205) | > loss_gen: 2.25032114982605 (2.4742130041122437) | > loss_kl: 2.5121090412139893 (2.974017024040222) | > loss_feat: 5.56508207321167 (6.218067020177841) | > loss_mel: 13.393165588378906 (17.583910703659054) | > loss_duration: 2.3380978107452393 (2.3238562494516373) | > loss_1: 26.058774948120117 (31.574063539505005)  --> STEP: 17 | > loss_disc: 2.482173442840576 (2.462260035907521) | > loss_disc_real_0: 0.1319548785686493 (0.1489668435910169) | > loss_disc_real_1: 0.24761313199996948 (0.20937827317153707) | > loss_disc_real_2: 0.2716062068939209 (0.24897331788259394) | > loss_disc_real_3: 0.29511114954948425 (0.2828451736884959) | > loss_disc_real_4: 0.28138259053230286 (0.2693287309478311) | > loss_disc_real_5: 0.26137956976890564 (0.2441971985732808) | > loss_0: 2.482173442840576 (2.462260035907521) | > loss_gen: 2.525125026702881 (2.4772078289705166) | > loss_kl: 2.624619960784912 (2.953464255613439) | > loss_feat: 6.196593761444092 (6.21680388731115) | > loss_mel: 16.327957153320312 (17.510031083050894) | > loss_duration: 2.44209885597229 (2.3308116968940285) | > loss_1: 30.11639404296875 (31.48831827500287)  --> STEP: 18 | > loss_disc: 2.32434344291687 (2.454598002963596) | > loss_disc_real_0: 0.09847307205200195 (0.1461616340610716) | > loss_disc_real_1: 0.25297996401786804 (0.21180058932966656) | > loss_disc_real_2: 0.20809517800807953 (0.2467023101117876) | > loss_disc_real_3: 0.2718776762485504 (0.28223586827516556) | > loss_disc_real_4: 0.33069998025894165 (0.2727382447984483) | > loss_disc_real_5: 0.23322206735610962 (0.24358746906121573) | > loss_0: 2.32434344291687 (2.454598002963596) | > loss_gen: 2.9712109565734863 (2.5046524471706815) | > loss_kl: 2.171252489089966 (2.910008046362135) | > loss_feat: 9.322625160217285 (6.3893495135837135) | > loss_mel: 18.72450828552246 (17.57750203874376) | > loss_duration: 2.2632851600646973 (2.3270602226257324) | > loss_1: 35.452884674072266 (31.70857196384006)  --> STEP: 19 | > loss_disc: 2.417412757873535 (2.452640884800961) | > loss_disc_real_0: 0.12837880849838257 (0.14522569587356166) | > loss_disc_real_1: 0.1598891317844391 (0.20906840735360196) | > loss_disc_real_2: 0.1979060173034668 (0.24413408417450755) | > loss_disc_real_3: 0.30122557282447815 (0.2832353264093399) | > loss_disc_real_4: 0.2761632800102234 (0.2729185098095944) | > loss_disc_real_5: 0.2550071179866791 (0.24418850321518748) | > loss_0: 2.417412757873535 (2.452640884800961) | > loss_gen: 2.3686931133270264 (2.4974966927578577) | > loss_kl: 2.1651482582092285 (2.8708048996172453) | > loss_feat: 6.608838081359863 (6.400901543466668) | > loss_mel: 18.51261329650879 (17.626718420731393) | > loss_duration: 2.354085922241211 (2.3284826278686523) | > loss_1: 32.009376525878906 (31.724403782894736)  --> STEP: 20 | > loss_disc: 2.3442044258117676 (2.4472190618515013) | > loss_disc_real_0: 0.13429483771324158 (0.14467915296554565) | > loss_disc_real_1: 0.2243162840604782 (0.20983080118894576) | > loss_disc_real_2: 0.2504415512084961 (0.24444945752620698) | > loss_disc_real_3: 0.3041917681694031 (0.28428314849734304) | > loss_disc_real_4: 0.28133854269981384 (0.2733395114541054) | > loss_disc_real_5: 0.23141825199127197 (0.2435499906539917) | > loss_0: 2.3442044258117676 (2.4472190618515013) | > loss_gen: 2.768176555633545 (2.511030685901642) | > loss_kl: 1.9789066314697266 (2.8262099862098693) | > loss_feat: 6.022228240966797 (6.3819678783416744) | > loss_mel: 19.155040740966797 (17.703134536743164) | > loss_duration: 2.3050107955932617 (2.3273090362548827) | > loss_1: 32.22936248779297 (31.74965171813965)  --> STEP: 21 | > loss_disc: 2.3811874389648438 (2.4440746988568987) | > loss_disc_real_0: 0.11857664585113525 (0.143436176436288) | > loss_disc_real_1: 0.28471675515174866 (0.21339679899669828) | > loss_disc_real_2: 0.27483969926834106 (0.24589661189488002) | > loss_disc_real_3: 0.227692112326622 (0.28158833725111826) | > loss_disc_real_4: 0.22722145915031433 (0.27114341372535344) | > loss_disc_real_5: 0.14727066457271576 (0.2389652608405976) | > loss_0: 2.3811874389648438 (2.4440746988568987) | > loss_gen: 2.2560958862304688 (2.498890933536348) | > loss_kl: 2.2628777027130127 (2.7993846393766857) | > loss_feat: 4.454924583435059 (6.29020391191755) | > loss_mel: 15.655195236206055 (17.605613617669967) | > loss_duration: 2.204913854598999 (2.321480694271269) | > loss_1: 26.834007263183594 (31.515573410760787)  --> STEP: 22 | > loss_disc: 2.194225311279297 (2.4327179085124624) | > loss_disc_real_0: 0.11258989572525024 (0.14203407276760446) | > loss_disc_real_1: 0.22161948680877686 (0.21377055753361096) | > loss_disc_real_2: 0.1903051882982254 (0.243369729004123) | > loss_disc_real_3: 0.2713986337184906 (0.2811251689087261) | > loss_disc_real_4: 0.2564172148704529 (0.2704740410501307) | > loss_disc_real_5: 0.19426490366458893 (0.23693342642350632) | > loss_0: 2.194225311279297 (2.4327179085124624) | > loss_gen: 2.6857826709747314 (2.50738601251082) | > loss_kl: 2.0428524017333984 (2.7649968103929) | > loss_feat: 7.143077850341797 (6.328970909118652) | > loss_mel: 19.19154930114746 (17.67770160328258) | > loss_duration: 2.172611713409424 (2.3147139224139126) | > loss_1: 33.23587417602539 (31.593768900090996)  --> STEP: 23 | > loss_disc: 2.4764273166656494 (2.434618317562601) | > loss_disc_real_0: 0.17561280727386475 (0.14349401774613751) | > loss_disc_real_1: 0.25323668122291565 (0.21548647595488507) | > loss_disc_real_2: 0.22507944703102112 (0.24257449935311856) | > loss_disc_real_3: 0.27318498492240906 (0.28077994351801666) | > loss_disc_real_4: 0.28129062056541443 (0.2709443271160126) | > loss_disc_real_5: 0.2524869441986084 (0.2376096663267716) | > loss_0: 2.4764273166656494 (2.434618317562601) | > loss_gen: 2.5656256675720215 (2.5099181714265244) | > loss_kl: 2.3009772300720215 (2.7448220460311226) | > loss_feat: 5.578036308288574 (6.296321578647779) | > loss_mel: 16.870271682739258 (17.642595954563305) | > loss_duration: 2.298956871032715 (2.314028833223426) | > loss_1: 29.613868713378906 (31.50768628327743)  --> STEP: 24 | > loss_disc: 2.443239212036133 (2.434977521498998) | > loss_disc_real_0: 0.18300192058086395 (0.1451401803642511) | > loss_disc_real_1: 0.15295499563217163 (0.21288099760810533) | > loss_disc_real_2: 0.3016362190246582 (0.24503540433943272) | > loss_disc_real_3: 0.2509419322013855 (0.27953669304649037) | > loss_disc_real_4: 0.3270415663719177 (0.2732817120850086) | > loss_disc_real_5: 0.25436609983444214 (0.23830785105625787) | > loss_0: 2.443239212036133 (2.434977521498998) | > loss_gen: 2.7782673835754395 (2.5210993885993958) | > loss_kl: 2.4416141510009766 (2.7321883837381997) | > loss_feat: 7.3820719718933105 (6.3415611783663435) | > loss_mel: 17.62898826599121 (17.642028967539467) | > loss_duration: 2.3630876541137695 (2.3160729507605233) | > loss_1: 32.59402847290039 (31.552950541178387)  --> STEP: 25 | > loss_disc: 2.623721122741699 (2.4425272655487063) | > loss_disc_real_0: 0.12314414978027344 (0.14426033914089198) | > loss_disc_real_1: 0.157073974609375 (0.21064871668815613) | > loss_disc_real_2: 0.2889685034751892 (0.24679272830486298) | > loss_disc_real_3: 0.2732248604297638 (0.27928421974182127) | > loss_disc_real_4: 0.2872709333896637 (0.27384128093719484) | > loss_disc_real_5: 0.3431609272956848 (0.24250197410583496) | > loss_0: 2.623721122741699 (2.4425272655487063) | > loss_gen: 2.4868485927581787 (2.519729356765747) | > loss_kl: 2.842484474182129 (2.736600227355957) | > loss_feat: 6.819373607635498 (6.360673675537109) | > loss_mel: 16.910463333129883 (17.612766342163084) | > loss_duration: 2.3489818572998047 (2.317389307022095) | > loss_1: 31.408151626586914 (31.547158584594726)  --> STEP: 26 | > loss_disc: 2.4677586555480957 (2.443497703625606) | > loss_disc_real_0: 0.08233794569969177 (0.14187870862392274) | > loss_disc_real_1: 0.1359989196062088 (0.20777757064654276) | > loss_disc_real_2: 0.20856331288814545 (0.24532236617345077) | > loss_disc_real_3: 0.1400958150625229 (0.2739308195618483) | > loss_disc_real_4: 0.12691864371299744 (0.2681904102747257) | > loss_disc_real_5: 0.13356664776802063 (0.23831215386207288) | > loss_0: 2.4677586555480957 (2.443497703625606) | > loss_gen: 2.0221810340881348 (2.500592882816608) | > loss_kl: 2.4810798168182373 (2.7267725192583523) | > loss_feat: 15.691181182861328 (6.719539348895733) | > loss_mel: 22.154510498046875 (17.787448809697075) | > loss_duration: 2.3069162368774414 (2.3169864966319156) | > loss_1: 44.65586853027344 (32.0513397363516) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024132086680485653 (-0.00011705435239351726) | > avg_loss_disc: 2.443497703625606 (+0.016270123995268282) | > avg_loss_disc_real_0: 0.14187870862392274 (+0.0136076906839242) | > avg_loss_disc_real_1: 0.20777757064654276 (-0.012938967977578847) | > avg_loss_disc_real_2: 0.24532236617345077 (-0.006055954557198706) | > avg_loss_disc_real_3: 0.2739308195618483 (+0.00906545382279611) | > avg_loss_disc_real_4: 0.2681904102747257 (-0.012954292389062816) | > avg_loss_disc_real_5: 0.23831215386207288 (-0.016618043184280396) | > avg_loss_0: 2.443497703625606 (+0.016270123995268282) | > avg_loss_gen: 2.500592882816608 (-0.01890736359816403) | > avg_loss_kl: 2.7267725192583523 (+0.012741964596968192) | > avg_loss_feat: 6.719539348895733 (-0.2056881831242494) | > avg_loss_mel: 17.787448809697075 (-0.3127751717200731) | > avg_loss_duration: 2.3169864966319156 (-0.005752655176015864) | > avg_loss_1: 32.0513397363516 (-0.5303820096529464)  > EPOCH: 468/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:42:34)   --> TIME: 2024-06-11 11:42:39 -- STEP: 9/330 -- GLOBAL_STEP: 242450 | > loss_disc: 2.421659231185913 (2.375946866141425) | > loss_disc_real_0: 0.08817670494318008 (0.09809141274955538) | > loss_disc_real_1: 0.24236324429512024 (0.21611559059884813) | > loss_disc_real_2: 0.20751745998859406 (0.21062480244371626) | > loss_disc_real_3: 0.2563565969467163 (0.23053687479760912) | > loss_disc_real_4: 0.23819929361343384 (0.2318640715546078) | > loss_disc_real_5: 0.22202418744564056 (0.23742521471447414) | > loss_0: 2.421659231185913 (2.375946866141425) | > grad_norm_0: tensor(11.2795, device='cuda:0') (tensor(8.6532, device='cuda:0')) | > loss_gen: 2.476884126663208 (2.435552861955431) | > loss_kl: 1.7051042318344116 (1.8585174216164484) | > loss_feat: 6.267235279083252 (6.8332498868306475) | > loss_mel: 18.360858917236328 (18.375377019246418) | > loss_duration: 2.1031768321990967 (2.1532363096872964) | > loss_1: 30.913259506225586 (31.65593359205458) | > grad_norm_1: tensor(175.8355, device='cuda:0') (tensor(131.2520, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3411 (0.3596986134847005) | > loader_time: 0.0029 (0.0030909114413791234)  --> TIME: 2024-06-11 11:42:48 -- STEP: 34/330 -- GLOBAL_STEP: 242475 | > loss_disc: 2.2164666652679443 (2.333773087052738) | > loss_disc_real_0: 0.09456028789281845 (0.10426261604708784) | > loss_disc_real_1: 0.18027447164058685 (0.20181597111856237) | > loss_disc_real_2: 0.20896466076374054 (0.2118176576845786) | > loss_disc_real_3: 0.22002649307250977 (0.22606238591320374) | > loss_disc_real_4: 0.22382362186908722 (0.22912579380414066) | > loss_disc_real_5: 0.19096381962299347 (0.2202373436268638) | > loss_0: 2.2164666652679443 (2.333773087052738) | > grad_norm_0: tensor(16.3249, device='cuda:0') (tensor(15.8445, device='cuda:0')) | > loss_gen: 2.787013530731201 (2.507560323266422) | > loss_kl: 1.9602634906768799 (1.8223668827730066) | > loss_feat: 8.097441673278809 (7.099582686143763) | > loss_mel: 18.46310043334961 (18.10958823035745) | > loss_duration: 2.053966760635376 (2.056094166110544) | > loss_1: 33.361785888671875 (31.595192179960364) | > grad_norm_1: tensor(372.9849, device='cuda:0') (tensor(185.6115, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3569 (0.36483139150282917) | > loader_time: 0.003 (0.003332832280327292)  --> TIME: 2024-06-11 11:42:58 -- STEP: 59/330 -- GLOBAL_STEP: 242500 | > loss_disc: 2.406785249710083 (2.346676026360463) | > loss_disc_real_0: 0.13765230774879456 (0.10727084415443873) | > loss_disc_real_1: 0.21003837883472443 (0.2036460271831286) | > loss_disc_real_2: 0.20376916229724884 (0.21245678855200945) | > loss_disc_real_3: 0.21125078201293945 (0.2277783248889244) | > loss_disc_real_4: 0.21210502088069916 (0.2286251490398989) | > loss_disc_real_5: 0.19734877347946167 (0.2197285155623646) | > loss_0: 2.406785249710083 (2.346676026360463) | > grad_norm_0: tensor(49.6240, device='cuda:0') (tensor(18.4990, device='cuda:0')) | > loss_gen: 2.392951488494873 (2.4958877280607057) | > loss_kl: 2.0347976684570312 (1.8689125230756856) | > loss_feat: 7.113144397735596 (7.038436121859793) | > loss_mel: 17.4263858795166 (18.065363156593452) | > loss_duration: 1.9570362567901611 (2.0310826604649166) | > loss_1: 30.92431640625 (31.499682054681294) | > grad_norm_1: tensor(293.4887, device='cuda:0') (tensor(214.2575, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3751 (0.36746992095042086) | > loader_time: 0.0036 (0.00344255819159039) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_242500.pth  --> TIME: 2024-06-11 11:43:12 -- STEP: 84/330 -- GLOBAL_STEP: 242525 | > loss_disc: 2.371922731399536 (2.3416515872592023) | > loss_disc_real_0: 0.1334618628025055 (0.10981427514482112) | > loss_disc_real_1: 0.22275158762931824 (0.20237640752678826) | > loss_disc_real_2: 0.23259593546390533 (0.2113805601284618) | > loss_disc_real_3: 0.25408023595809937 (0.22663323403823943) | > loss_disc_real_4: 0.23457889258861542 (0.22740824627024786) | > loss_disc_real_5: 0.2388514131307602 (0.22042707531225114) | > loss_0: 2.371922731399536 (2.3416515872592023) | > grad_norm_0: tensor(25.0894, device='cuda:0') (tensor(20.2529, device='cuda:0')) | > loss_gen: 2.718677282333374 (2.4989194018500185) | > loss_kl: 2.1952712535858154 (1.8919508911314464) | > loss_feat: 7.5343732833862305 (7.0735753036680675) | > loss_mel: 18.030778884887695 (17.9885418301537) | > loss_duration: 2.0961806774139404 (2.021240587745393) | > loss_1: 32.57528305053711 (31.474227927979967) | > grad_norm_1: tensor(228.5959, device='cuda:0') (tensor(238.9880, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3576 (0.36911002511069885) | > loader_time: 0.0038 (0.003549839769090924)  --> TIME: 2024-06-11 11:43:21 -- STEP: 109/330 -- GLOBAL_STEP: 242550 | > loss_disc: 2.2571113109588623 (2.3395890686490124) | > loss_disc_real_0: 0.09235627949237823 (0.11118677422540997) | > loss_disc_real_1: 0.2074868381023407 (0.2018841295887571) | > loss_disc_real_2: 0.2051400989294052 (0.21015976260014632) | > loss_disc_real_3: 0.22276146709918976 (0.2264854272297763) | > loss_disc_real_4: 0.219803124666214 (0.22709656103488501) | > loss_disc_real_5: 0.2194121927022934 (0.21975066656366402) | > loss_0: 2.2571113109588623 (2.3395890686490124) | > grad_norm_0: tensor(13.0709, device='cuda:0') (tensor(21.8655, device='cuda:0')) | > loss_gen: 2.5530953407287598 (2.5031370701046165) | > loss_kl: 2.0634429454803467 (1.8984995675743173) | > loss_feat: 6.872598171234131 (7.10178617162442) | > loss_mel: 17.7551212310791 (17.94765160936828) | > loss_duration: 1.9753766059875488 (2.0213686271544966) | > loss_1: 31.219633102416992 (31.472442871933684) | > grad_norm_1: tensor(66.8266, device='cuda:0') (tensor(252.0199, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.37 (0.36908070975487384) | > loader_time: 0.0036 (0.0036352468193124187)  --> TIME: 2024-06-11 11:43:31 -- STEP: 134/330 -- GLOBAL_STEP: 242575 | > loss_disc: 2.3574740886688232 (2.343612928888691) | > loss_disc_real_0: 0.12521782517433167 (0.11198463307610199) | > loss_disc_real_1: 0.16335977613925934 (0.20107986989305981) | > loss_disc_real_2: 0.2303466945886612 (0.2109078093251186) | > loss_disc_real_3: 0.23843812942504883 (0.22635412149464906) | > loss_disc_real_4: 0.23601892590522766 (0.22766003057138243) | > loss_disc_real_5: 0.20237703621387482 (0.21973370060102262) | > loss_0: 2.3574740886688232 (2.343612928888691) | > grad_norm_0: tensor(8.3303, device='cuda:0') (tensor(20.3613, device='cuda:0')) | > loss_gen: 2.4860129356384277 (2.498212316142979) | > loss_kl: 1.8586575984954834 (1.9099689179392003) | > loss_feat: 7.3974080085754395 (7.088609663408194) | > loss_mel: 18.274169921875 (17.93772690331758) | > loss_duration: 2.0544450283050537 (2.024372452230594) | > loss_1: 32.07069396972656 (31.458890103582124) | > grad_norm_1: tensor(165.9511, device='cuda:0') (tensor(232.4660, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3721 (0.3698838201921378) | > loader_time: 0.0043 (0.0037634586220356946)  --> TIME: 2024-06-11 11:43:41 -- STEP: 159/330 -- GLOBAL_STEP: 242600 | > loss_disc: 2.2312309741973877 (2.340500105851851) | > loss_disc_real_0: 0.10859011113643646 (0.1126334234697264) | > loss_disc_real_1: 0.1551702618598938 (0.2001415325223275) | > loss_disc_real_2: 0.19719764590263367 (0.21117454757855372) | > loss_disc_real_3: 0.21386541426181793 (0.22697255483963205) | > loss_disc_real_4: 0.21218135952949524 (0.22726807982291816) | > loss_disc_real_5: 0.19005441665649414 (0.22005459338239153) | > loss_0: 2.2312309741973877 (2.340500105851851) | > grad_norm_0: tensor(41.4649, device='cuda:0') (tensor(20.1002, device='cuda:0')) | > loss_gen: 2.6475462913513184 (2.5058059767357213) | > loss_kl: 1.982870101928711 (1.9163610627816159) | > loss_feat: 7.923905372619629 (7.111023620989338) | > loss_mel: 18.41201400756836 (17.923429213229962) | > loss_duration: 2.0317907333374023 (2.0270563086623654) | > loss_1: 32.99812698364258 (31.483676034699446) | > grad_norm_1: tensor(330.7318, device='cuda:0') (tensor(230.6092, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3741 (0.37107776096032086) | > loader_time: 0.0043 (0.003853866889041924)  --> TIME: 2024-06-11 11:43:50 -- STEP: 184/330 -- GLOBAL_STEP: 242625 | > loss_disc: 2.3589839935302734 (2.343734115362168) | > loss_disc_real_0: 0.11555817723274231 (0.11360918430854446) | > loss_disc_real_1: 0.2090926170349121 (0.19979582362524842) | > loss_disc_real_2: 0.20993506908416748 (0.2115248833661494) | > loss_disc_real_3: 0.21601083874702454 (0.22671412546997485) | > loss_disc_real_4: 0.234044149518013 (0.227264782089902) | > loss_disc_real_5: 0.2157369703054428 (0.21996892162639162) | > loss_0: 2.3589839935302734 (2.343734115362168) | > grad_norm_0: tensor(44.7100, device='cuda:0') (tensor(22.0172, device='cuda:0')) | > loss_gen: 2.5560505390167236 (2.505031612904176) | > loss_kl: 1.8730905055999756 (1.9250059678502704) | > loss_feat: 7.222354412078857 (7.11603881224342) | > loss_mel: 17.48024559020996 (17.917713206747298) | > loss_duration: 2.079209804534912 (2.033124802553134) | > loss_1: 31.210952758789062 (31.496914293455042) | > grad_norm_1: tensor(465.3301, device='cuda:0') (tensor(244.2690, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.378 (0.3727998046771338) | > loader_time: 0.0052 (0.003979723090710847)  --> TIME: 2024-06-11 11:44:00 -- STEP: 209/330 -- GLOBAL_STEP: 242650 | > loss_disc: 2.338062286376953 (2.347259826066962) | > loss_disc_real_0: 0.07307957112789154 (0.11460409844606116) | > loss_disc_real_1: 0.22261926531791687 (0.1999256707121881) | > loss_disc_real_2: 0.24278701841831207 (0.2119279810401241) | > loss_disc_real_3: 0.2569567561149597 (0.2271485989601418) | > loss_disc_real_4: 0.21677511930465698 (0.22718399720328847) | > loss_disc_real_5: 0.21754583716392517 (0.219985746239361) | > loss_0: 2.338062286376953 (2.347259826066962) | > grad_norm_0: tensor(39.2371, device='cuda:0') (tensor(24.0018, device='cuda:0')) | > loss_gen: 2.782973051071167 (2.5110733725807877) | > loss_kl: 1.8420765399932861 (1.9306903798044013) | > loss_feat: 6.80589485168457 (7.1266150406102815) | > loss_mel: 17.65737533569336 (17.9047188370992) | > loss_duration: 2.125277519226074 (2.0405649642624915) | > loss_1: 31.21359634399414 (31.513662484273958) | > grad_norm_1: tensor(573.2511, device='cuda:0') (tensor(260.9334, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.3992 (0.37507463756360493) | > loader_time: 0.0047 (0.00409649775929428)  --> TIME: 2024-06-11 11:44:11 -- STEP: 234/330 -- GLOBAL_STEP: 242675 | > loss_disc: 2.4480865001678467 (2.350824054489788) | > loss_disc_real_0: 0.12111711502075195 (0.11443291411886358) | > loss_disc_real_1: 0.20009441673755646 (0.19956044254139957) | > loss_disc_real_2: 0.2673772871494293 (0.2126777961086004) | > loss_disc_real_3: 0.2591182589530945 (0.22782513543836072) | > loss_disc_real_4: 0.24391907453536987 (0.2279739840927287) | > loss_disc_real_5: 0.23525063693523407 (0.22128135997515458) | > loss_0: 2.4480865001678467 (2.350824054489788) | > grad_norm_0: tensor(16.2101, device='cuda:0') (tensor(24.6877, device='cuda:0')) | > loss_gen: 2.5544958114624023 (2.5169809241580143) | > loss_kl: 1.9225796461105347 (1.9369847489218426) | > loss_feat: 6.377662181854248 (7.129742555129222) | > loss_mel: 16.833925247192383 (17.874009491031998) | > loss_duration: 2.109736919403076 (2.048609344877747) | > loss_1: 29.79840087890625 (31.50632696070223) | > grad_norm_1: tensor(169.7833, device='cuda:0') (tensor(267.8572, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.4103 (0.3783941380998007) | > loader_time: 0.0052 (0.004224351328662315)  --> TIME: 2024-06-11 11:44:21 -- STEP: 259/330 -- GLOBAL_STEP: 242700 | > loss_disc: 2.3633928298950195 (2.352950653054079) | > loss_disc_real_0: 0.1596372127532959 (0.11609376334085428) | > loss_disc_real_1: 0.22436614334583282 (0.19959932231995128) | > loss_disc_real_2: 0.21265996992588043 (0.21303049823031922) | > loss_disc_real_3: 0.2559872269630432 (0.22809398427433028) | > loss_disc_real_4: 0.24230174720287323 (0.2274745875343853) | > loss_disc_real_5: 0.21517755091190338 (0.22109331495513326) | > loss_0: 2.3633928298950195 (2.352950653054079) | > grad_norm_0: tensor(32.1873, device='cuda:0') (tensor(27.1465, device='cuda:0')) | > loss_gen: 2.647709846496582 (2.515992046783329) | > loss_kl: 2.0752243995666504 (1.939946185207735) | > loss_feat: 7.138546943664551 (7.131816451613967) | > loss_mel: 16.838775634765625 (17.83333336524521) | > loss_duration: 2.1602351665496826 (2.0559770237064723) | > loss_1: 30.860490798950195 (31.477064957489837) | > grad_norm_1: tensor(392.6212, device='cuda:0') (tensor(281.5740, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.4214 (0.38218463894022925) | > loader_time: 0.0057 (0.004373215340279242)  --> TIME: 2024-06-11 11:44:33 -- STEP: 284/330 -- GLOBAL_STEP: 242725 | > loss_disc: 2.360872268676758 (2.35367870918462) | > loss_disc_real_0: 0.07846976071596146 (0.11633484695159213) | > loss_disc_real_1: 0.23497533798217773 (0.1995203926319808) | > loss_disc_real_2: 0.24729827046394348 (0.21335803586202604) | > loss_disc_real_3: 0.2078903764486313 (0.22838875105683232) | > loss_disc_real_4: 0.21220894157886505 (0.22799102946276395) | > loss_disc_real_5: 0.18226869404315948 (0.2212472102591689) | > loss_0: 2.360872268676758 (2.35367870918462) | > grad_norm_0: tensor(55.2140, device='cuda:0') (tensor(27.1611, device='cuda:0')) | > loss_gen: 2.395211696624756 (2.5123496785969803) | > loss_kl: 2.0226171016693115 (1.944378010823693) | > loss_feat: 6.996903419494629 (7.139250281830908) | > loss_mel: 17.832555770874023 (17.801576718478128) | > loss_duration: 2.1690754890441895 (2.0651425924939155) | > loss_1: 31.416364669799805 (31.462697150002064) | > grad_norm_1: tensor(530.9232, device='cuda:0') (tensor(287.4264, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.4412 (0.38799649728855606) | > loader_time: 0.0059 (0.0045273950402165775)  --> TIME: 2024-06-11 11:44:45 -- STEP: 309/330 -- GLOBAL_STEP: 242750 | > loss_disc: 2.3285398483276367 (2.354934048884123) | > loss_disc_real_0: 0.07766586542129517 (0.11700187054459717) | > loss_disc_real_1: 0.215271458029747 (0.19951047789317514) | > loss_disc_real_2: 0.27623751759529114 (0.2135651716329519) | > loss_disc_real_3: 0.2560776174068451 (0.22850741180787196) | > loss_disc_real_4: 0.23568964004516602 (0.2279906627815518) | > loss_disc_real_5: 0.217674121260643 (0.2212357606413295) | > loss_0: 2.3285398483276367 (2.354934048884123) | > grad_norm_0: tensor(24.4921, device='cuda:0') (tensor(28.4740, device='cuda:0')) | > loss_gen: 2.739903450012207 (2.511701366276417) | > loss_kl: 1.9887683391571045 (1.9474125109058367) | > loss_feat: 7.4628095626831055 (7.144252462294495) | > loss_mel: 17.332340240478516 (17.743792212896732) | > loss_duration: 2.259251594543457 (2.0765786074511814) | > loss_1: 31.78307342529297 (31.423737022869023) | > grad_norm_1: tensor(710.5598, device='cuda:0') (tensor(300.8293, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.5062 (0.3951751931199749) | > loader_time: 0.0067 (0.004696084457693746)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1547999382019043 (2.1547999382019043) | > loss_disc_real_0: 0.0777754932641983 (0.0777754932641983) | > loss_disc_real_1: 0.17519906163215637 (0.17519906163215637) | > loss_disc_real_2: 0.18230648338794708 (0.18230648338794708) | > loss_disc_real_3: 0.23057188093662262 (0.23057188093662262) | > loss_disc_real_4: 0.22053757309913635 (0.22053757309913635) | > loss_disc_real_5: 0.2561293840408325 (0.2561293840408325) | > loss_0: 2.1547999382019043 (2.1547999382019043) | > loss_gen: 2.571881055831909 (2.571881055831909) | > loss_kl: 1.891920566558838 (1.891920566558838) | > loss_feat: 8.326498031616211 (8.326498031616211) | > loss_mel: 19.419578552246094 (19.419578552246094) | > loss_duration: 2.9962518215179443 (2.9962518215179443) | > loss_1: 35.20612716674805 (35.20612716674805)  --> STEP: 1 | > loss_disc: 2.3916451930999756 (2.3916451930999756) | > loss_disc_real_0: 0.11528439819812775 (0.11528439819812775) | > loss_disc_real_1: 0.1962411254644394 (0.1962411254644394) | > loss_disc_real_2: 0.16240936517715454 (0.16240936517715454) | > loss_disc_real_3: 0.22965553402900696 (0.22965553402900696) | > loss_disc_real_4: 0.17969371378421783 (0.17969371378421783) | > loss_disc_real_5: 0.20689967274665833 (0.20689967274665833) | > loss_0: 2.3916451930999756 (2.3916451930999756) | > loss_gen: 2.13307523727417 (2.13307523727417) | > loss_kl: 2.451051950454712 (2.451051950454712) | > loss_feat: 6.754746913909912 (6.754746913909912) | > loss_mel: 18.40569305419922 (18.40569305419922) | > loss_duration: 2.4869022369384766 (2.4869022369384766) | > loss_1: 32.231468200683594 (32.231468200683594)  --> STEP: 2 | > loss_disc: 2.3215649127960205 (2.356605052947998) | > loss_disc_real_0: 0.12018157541751862 (0.11773298680782318) | > loss_disc_real_1: 0.14591564238071442 (0.1710783839225769) | > loss_disc_real_2: 0.1872076392173767 (0.17480850219726562) | > loss_disc_real_3: 0.25086724758148193 (0.24026139080524445) | > loss_disc_real_4: 0.17853695154190063 (0.17911533266305923) | > loss_disc_real_5: 0.18226224184036255 (0.19458095729351044) | > loss_0: 2.3215649127960205 (2.356605052947998) | > loss_gen: 2.192089080810547 (2.1625821590423584) | > loss_kl: 2.498943567276001 (2.4749977588653564) | > loss_feat: 5.992609024047852 (6.373677968978882) | > loss_mel: 20.063053131103516 (19.234373092651367) | > loss_duration: 2.5077600479125977 (2.497331142425537) | > loss_1: 33.25445556640625 (32.74296188354492)  --> STEP: 3 | > loss_disc: 2.296903610229492 (2.3367045720418296) | > loss_disc_real_0: 0.08408395946025848 (0.10651664435863495) | > loss_disc_real_1: 0.13994301855564117 (0.16069992880026499) | > loss_disc_real_2: 0.22726519405841827 (0.19229406615098318) | > loss_disc_real_3: 0.23959766328334808 (0.24004014829794565) | > loss_disc_real_4: 0.24758507311344147 (0.2019385794798533) | > loss_disc_real_5: 0.22473643720149994 (0.20463278392950693) | > loss_0: 2.296903610229492 (2.3367045720418296) | > loss_gen: 2.398042678833008 (2.2410689989725747) | > loss_kl: 3.9642250537872314 (2.971406857172648) | > loss_feat: 6.253852367401123 (6.333736101786296) | > loss_mel: 17.849346160888672 (18.77269744873047) | > loss_duration: 2.3022568225860596 (2.4323063691457114) | > loss_1: 32.767723083496094 (32.75121561686198)  --> STEP: 4 | > loss_disc: 2.4196128845214844 (2.357431650161743) | > loss_disc_real_0: 0.16652674973011017 (0.12151917070150375) | > loss_disc_real_1: 0.17069688439369202 (0.16319916769862175) | > loss_disc_real_2: 0.17403826117515564 (0.1877301149070263) | > loss_disc_real_3: 0.23645058274269104 (0.239142756909132) | > loss_disc_real_4: 0.20247356593608856 (0.20207232609391212) | > loss_disc_real_5: 0.251241534948349 (0.21628497168421745) | > loss_0: 2.4196128845214844 (2.357431650161743) | > loss_gen: 2.2923710346221924 (2.2538945078849792) | > loss_kl: 2.703110694885254 (2.9043328166007996) | > loss_feat: 7.527360439300537 (6.632142186164856) | > loss_mel: 18.215425491333008 (18.633379459381104) | > loss_duration: 2.261767864227295 (2.389671742916107) | > loss_1: 33.00003433227539 (32.81342029571533)  --> STEP: 5 | > loss_disc: 2.517026901245117 (2.389350700378418) | > loss_disc_real_0: 0.1335573047399521 (0.12392679750919341) | > loss_disc_real_1: 0.30784112215042114 (0.19212755858898162) | > loss_disc_real_2: 0.20517906546592712 (0.19121990501880645) | > loss_disc_real_3: 0.2829637825489044 (0.24790696203708648) | > loss_disc_real_4: 0.21591150760650635 (0.20484016239643096) | > loss_disc_real_5: 0.1992560625076294 (0.21287918984889984) | > loss_0: 2.517026901245117 (2.389350700378418) | > loss_gen: 2.3168656826019287 (2.2664887428283693) | > loss_kl: 3.404200553894043 (3.004306364059448) | > loss_feat: 5.7198686599731445 (6.449687480926514) | > loss_mel: 18.972013473510742 (18.70110626220703) | > loss_duration: 2.3762261867523193 (2.38698263168335) | > loss_1: 32.7891731262207 (32.808570861816406)  --> STEP: 6 | > loss_disc: 2.5558252334594727 (2.4170964558919272) | > loss_disc_real_0: 0.1417900025844574 (0.12690399835507074) | > loss_disc_real_1: 0.20803627371788025 (0.19477901111046472) | > loss_disc_real_2: 0.18464714288711548 (0.19012444466352463) | > loss_disc_real_3: 0.25703397393226624 (0.2494281306862831) | > loss_disc_real_4: 0.23881186544895172 (0.21050211290518442) | > loss_disc_real_5: 0.28919517993927 (0.2255985215306282) | > loss_0: 2.5558252334594727 (2.4170964558919272) | > loss_gen: 2.3568947315216064 (2.281556407610575) | > loss_kl: 2.524542808532715 (2.924345771471659) | > loss_feat: 5.347871780395508 (6.266051530838013) | > loss_mel: 18.27381134033203 (18.62989044189453) | > loss_duration: 2.2002153396606445 (2.3558547496795654) | > loss_1: 30.70333480834961 (32.45769818623861)  --> STEP: 7 | > loss_disc: 2.1454925537109375 (2.3782958984375) | > loss_disc_real_0: 0.1000312939286232 (0.12306504057986396) | > loss_disc_real_1: 0.19626712799072266 (0.19499159923621587) | > loss_disc_real_2: 0.1632351130247116 (0.18628311157226562) | > loss_disc_real_3: 0.2060888111591339 (0.2432367993252618) | > loss_disc_real_4: 0.23197615146636963 (0.21356983269963944) | > loss_disc_real_5: 0.24364039301872253 (0.2281759317432131) | > loss_0: 2.1454925537109375 (2.3782958984375) | > loss_gen: 2.5238306522369385 (2.31616701398577) | > loss_kl: 3.6335699558258057 (3.02566351209368) | > loss_feat: 7.575658321380615 (6.453138215201242) | > loss_mel: 18.84372329711914 (18.660437992640905) | > loss_duration: 2.5339560508728027 (2.3812977927071706) | > loss_1: 35.11073684692383 (32.836703709193635)  --> STEP: 8 | > loss_disc: 2.3914949893951416 (2.379945784807205) | > loss_disc_real_0: 0.1362685263156891 (0.1247154762968421) | > loss_disc_real_1: 0.14026831090450287 (0.18815118819475174) | > loss_disc_real_2: 0.20476727187633514 (0.18859363161027431) | > loss_disc_real_3: 0.2548008859157562 (0.2446823101490736) | > loss_disc_real_4: 0.23980168998241425 (0.2168488148599863) | > loss_disc_real_5: 0.2367483377456665 (0.22924748249351978) | > loss_0: 2.3914949893951416 (2.379945784807205) | > loss_gen: 2.2404234409332275 (2.3066990673542023) | > loss_kl: 2.871027946472168 (3.006334066390991) | > loss_feat: 7.756076335906982 (6.616005480289459) | > loss_mel: 19.886716842651367 (18.813722848892212) | > loss_duration: 2.2246668338775635 (2.36171892285347) | > loss_1: 34.978912353515625 (33.10447978973389)  --> STEP: 9 | > loss_disc: 2.4626786708831787 (2.3891383277045355) | > loss_disc_real_0: 0.11687348037958145 (0.12384414341714647) | > loss_disc_real_1: 0.16602672636508942 (0.1856929146581226) | > loss_disc_real_2: 0.14623484015464783 (0.18388709922631583) | > loss_disc_real_3: 0.26321569085121155 (0.24674157467153338) | > loss_disc_real_4: 0.22622601687908173 (0.21789072619544136) | > loss_disc_real_5: 0.20736970007419586 (0.22681661778026158) | > loss_0: 2.4626786708831787 (2.3891383277045355) | > loss_gen: 2.0462770462036133 (2.277763287226359) | > loss_kl: 2.4655168056488037 (2.946243259641859) | > loss_feat: 8.256548881530762 (6.7982880804273815) | > loss_mel: 19.588905334472656 (18.89985423617893) | > loss_duration: 2.162886142730713 (2.3396263917287192) | > loss_1: 34.52013397216797 (33.26177469889323)  --> STEP: 10 | > loss_disc: 2.6625945568084717 (2.4164839506149294) | > loss_disc_real_0: 0.15169134736061096 (0.1266288638114929) | > loss_disc_real_1: 0.1957210749387741 (0.18669573068618775) | > loss_disc_real_2: 0.2129252701997757 (0.1867909163236618) | > loss_disc_real_3: 0.27773308753967285 (0.24984072595834733) | > loss_disc_real_4: 0.27449527382850647 (0.22355118095874787) | > loss_disc_real_5: 0.20543819665908813 (0.22467877566814423) | > loss_0: 2.6625945568084717 (2.4164839506149294) | > loss_gen: 2.072326183319092 (2.2572195768356322) | > loss_kl: 2.8451294898986816 (2.9361318826675413) | > loss_feat: 4.578509330749512 (6.5763102054595945) | > loss_mel: 16.08728790283203 (18.61859760284424) | > loss_duration: 2.39070463180542 (2.344734215736389) | > loss_1: 27.97395896911621 (32.73299312591553)  --> STEP: 11 | > loss_disc: 2.5942413806915283 (2.4326437169855293) | > loss_disc_real_0: 0.1771741509437561 (0.13122388991442593) | > loss_disc_real_1: 0.2640739679336548 (0.19373011589050293) | > loss_disc_real_2: 0.19666220247745514 (0.18768830597400665) | > loss_disc_real_3: 0.265638530254364 (0.25127688998525793) | > loss_disc_real_4: 0.2114652693271637 (0.22245246171951294) | > loss_disc_real_5: 0.2397983968257904 (0.2260532866824757) | > loss_0: 2.5942413806915283 (2.4326437169855293) | > loss_gen: 2.182541608810425 (2.2504306706515225) | > loss_kl: 3.181065559387207 (2.9583985805511475) | > loss_feat: 5.821321487426758 (6.507674867456609) | > loss_mel: 16.1381778717041 (18.393104900013316) | > loss_duration: 2.50197696685791 (2.359029011292891) | > loss_1: 29.82508087158203 (32.468637466430664)  --> STEP: 12 | > loss_disc: 2.217496395111084 (2.414714773495992) | > loss_disc_real_0: 0.08284364640712738 (0.1271922029554844) | > loss_disc_real_1: 0.15844208002090454 (0.19078944623470306) | > loss_disc_real_2: 0.20825821161270142 (0.18940246477723122) | > loss_disc_real_3: 0.19174885749816895 (0.24631622061133385) | > loss_disc_real_4: 0.16249971091747284 (0.21745639915267626) | > loss_disc_real_5: 0.14134430885314941 (0.21899420519669852) | > loss_0: 2.217496395111084 (2.414714773495992) | > loss_gen: 2.219614028930664 (2.247862617174784) | > loss_kl: 2.588425397872925 (2.927567481994629) | > loss_feat: 6.289486885070801 (6.4894925355911255) | > loss_mel: 17.837648391723633 (18.346816857655842) | > loss_duration: 2.2940683364868164 (2.353615621725718) | > loss_1: 31.229244232177734 (32.365354696909584)  --> STEP: 13 | > loss_disc: 2.813777208328247 (2.445411883867704) | > loss_disc_real_0: 0.13583996891975403 (0.12785741572196668) | > loss_disc_real_1: 0.29665258526802063 (0.19893276462188134) | > loss_disc_real_2: 0.20057041943073273 (0.19026153821211594) | > loss_disc_real_3: 0.2863120138645172 (0.24939282009234795) | > loss_disc_real_4: 0.25008705258369446 (0.21996644941660073) | > loss_disc_real_5: 0.279529869556427 (0.22365079476283148) | > loss_0: 2.813777208328247 (2.445411883867704) | > loss_gen: 2.199307680130005 (2.2441276220174937) | > loss_kl: 2.773812770843506 (2.9157401965214658) | > loss_feat: 5.471092700958252 (6.411154086773212) | > loss_mel: 16.12428092956543 (18.17585255549504) | > loss_duration: 2.255847930908203 (2.346095030124371) | > loss_1: 28.824342727661133 (32.09296916081355)  --> STEP: 14 | > loss_disc: 2.5397181510925293 (2.452148045812334) | > loss_disc_real_0: 0.14316758513450623 (0.1289509992514338) | > loss_disc_real_1: 0.3455415666103363 (0.20940482190677098) | > loss_disc_real_2: 0.19080612063407898 (0.1903004369565419) | > loss_disc_real_3: 0.24658630788326263 (0.24919235493455613) | > loss_disc_real_4: 0.28515058755874634 (0.22462245928389685) | > loss_disc_real_5: 0.26271671056747437 (0.22644121732030595) | > loss_0: 2.5397181510925293 (2.452148045812334) | > loss_gen: 2.3943231105804443 (2.2548558712005615) | > loss_kl: 3.115614891052246 (2.930016960416521) | > loss_feat: 6.877246379852295 (6.444446393421718) | > loss_mel: 19.18880844116211 (18.248206547328405) | > loss_duration: 2.4224166870117188 (2.351546577044896) | > loss_1: 33.998409271240234 (32.229072025844026)  --> STEP: 15 | > loss_disc: 2.4463822841644287 (2.451763661702474) | > loss_disc_real_0: 0.19534793496131897 (0.1333774616320928) | > loss_disc_real_1: 0.3028872013092041 (0.21563698053359986) | > loss_disc_real_2: 0.2603878080844879 (0.1949729283650716) | > loss_disc_real_3: 0.25358980894088745 (0.24948551853497822) | > loss_disc_real_4: 0.18137814104557037 (0.2217395047346751) | > loss_disc_real_5: 0.19801075756549835 (0.2245458533366521) | > loss_0: 2.4463822841644287 (2.451763661702474) | > loss_gen: 2.5134451389312744 (2.2720951557159426) | > loss_kl: 3.0163626670837402 (2.9357733408610027) | > loss_feat: 8.426383972167969 (6.576575565338135) | > loss_mel: 17.950740814208984 (18.228375498453776) | > loss_duration: 2.360182523727417 (2.3521223068237305) | > loss_1: 34.26711654663086 (32.36494166056315)  --> STEP: 16 | > loss_disc: 2.5172781944274902 (2.4558583199977875) | > loss_disc_real_0: 0.08866448700428009 (0.1305829007178545) | > loss_disc_real_1: 0.19801576435565948 (0.21453565452247858) | > loss_disc_real_2: 0.23203110694885254 (0.19728906452655792) | > loss_disc_real_3: 0.23085182905197144 (0.2483209129422903) | > loss_disc_real_4: 0.19428987801074982 (0.22002390306442976) | > loss_disc_real_5: 0.21010325849056244 (0.22364319115877151) | > loss_0: 2.5172781944274902 (2.4558583199977875) | > loss_gen: 1.9166091680526733 (2.249877281486988) | > loss_kl: 2.711669445037842 (2.921766847372055) | > loss_feat: 4.86503267288208 (6.469604134559631) | > loss_mel: 16.513343811035156 (18.121186017990112) | > loss_duration: 2.412907123565674 (2.355921357870102) | > loss_1: 28.4195613861084 (32.11835539340973)  --> STEP: 17 | > loss_disc: 2.658886432647705 (2.467801150153665) | > loss_disc_real_0: 0.14119410514831543 (0.13120708921376398) | > loss_disc_real_1: 0.20412872731685638 (0.21392348233391256) | > loss_disc_real_2: 0.223183736205101 (0.19881228050764868) | > loss_disc_real_3: 0.3126946985721588 (0.2521076062146355) | > loss_disc_real_4: 0.3181537687778473 (0.2257962481063955) | > loss_disc_real_5: 0.2859911322593689 (0.22731071710586548) | > loss_0: 2.658886432647705 (2.467801150153665) | > loss_gen: 2.2275564670562744 (2.2485642924028286) | > loss_kl: 2.2130205631256104 (2.880075889475205) | > loss_feat: 6.405675888061523 (6.465843649471507) | > loss_mel: 18.436269760131836 (18.139720355763156) | > loss_duration: 2.398453950881958 (2.3584232751060936) | > loss_1: 31.68097686767578 (32.092627244837146)  --> STEP: 18 | > loss_disc: 2.2569503784179688 (2.4560872183905706) | > loss_disc_real_0: 0.08491604030132294 (0.1286353642741839) | > loss_disc_real_1: 0.14679746329784393 (0.21019425905413097) | > loss_disc_real_2: 0.14888755977153778 (0.19603868491119808) | > loss_disc_real_3: 0.2048807442188263 (0.24948389165931278) | > loss_disc_real_4: 0.15062886476516724 (0.22162028236521614) | > loss_disc_real_5: 0.1525478959083557 (0.22315722703933716) | > loss_0: 2.2569503784179688 (2.4560872183905706) | > loss_gen: 2.0999717712402344 (2.2403091523382397) | > loss_kl: 2.5230562686920166 (2.8602414660983615) | > loss_feat: 7.972347736358643 (6.549538320965237) | > loss_mel: 17.604801177978516 (18.11000262366401) | > loss_duration: 2.2503674030303955 (2.352420171101888) | > loss_1: 32.45054244995117 (32.11251142289903)  --> STEP: 19 | > loss_disc: 2.4897851943969727 (2.4578607960751184) | > loss_disc_real_0: 0.16021400690078735 (0.13029739809663674) | > loss_disc_real_1: 0.19077974557876587 (0.20917244255542755) | > loss_disc_real_2: 0.22873127460479736 (0.19775934752665067) | > loss_disc_real_3: 0.2830371558666229 (0.25124985293338176) | > loss_disc_real_4: 0.22661243379116058 (0.22188302717710795) | > loss_disc_real_5: 0.24273620545864105 (0.22418769958772158) | > loss_0: 2.4897851943969727 (2.4578607960751184) | > loss_gen: 2.3841402530670166 (2.2478792102713334) | > loss_kl: 2.2565646171569824 (2.828469000364605) | > loss_feat: 5.789473056793213 (6.509534886008815) | > loss_mel: 17.718130111694336 (18.089377754612972) | > loss_duration: 2.304476261138916 (2.3498968074196265) | > loss_1: 30.452783584594727 (32.02515732614618)  --> STEP: 20 | > loss_disc: 2.5860955715179443 (2.46427253484726) | > loss_disc_real_0: 0.19037511944770813 (0.13330128416419032) | > loss_disc_real_1: 0.2664399743080139 (0.21203581914305686) | > loss_disc_real_2: 0.25319811701774597 (0.20053128600120546) | > loss_disc_real_3: 0.28514108061790466 (0.2529444143176079) | > loss_disc_real_4: 0.29260891675949097 (0.2254193216562271) | > loss_disc_real_5: 0.2713896632194519 (0.22654779776930808) | > loss_0: 2.5860955715179443 (2.46427253484726) | > loss_gen: 2.557403564453125 (2.263355427980423) | > loss_kl: 2.3732833862304688 (2.805709719657898) | > loss_feat: 5.781490325927734 (6.473132658004761) | > loss_mel: 20.698062896728516 (18.21981201171875) | > loss_duration: 2.3022475242614746 (2.347514343261719) | > loss_1: 33.712486267089844 (32.10952377319336)  --> STEP: 21 | > loss_disc: 2.570406675338745 (2.469326541537331) | > loss_disc_real_0: 0.07293549180030823 (0.13042672262305308) | > loss_disc_real_1: 0.18746544420719147 (0.21086580128896804) | > loss_disc_real_2: 0.2619698643684387 (0.20345693259012132) | > loss_disc_real_3: 0.24863405525684357 (0.25273915912423817) | > loss_disc_real_4: 0.24438582360744476 (0.2263224884158089) | > loss_disc_real_5: 0.2514404356479645 (0.22773316147781553) | > loss_0: 2.570406675338745 (2.469326541537331) | > loss_gen: 2.0778234004974365 (2.2545205695288524) | > loss_kl: 2.905773162841797 (2.810474645523798) | > loss_feat: 6.444692611694336 (6.471778370085216) | > loss_mel: 16.533462524414062 (18.139509655180433) | > loss_duration: 2.181082248687744 (2.339589005424863) | > loss_1: 30.142833709716797 (32.01587186540876)  --> STEP: 22 | > loss_disc: 2.070676565170288 (2.4512060880661015) | > loss_disc_real_0: 0.12349783629179001 (0.1301117732443593) | > loss_disc_real_1: 0.18367019295692444 (0.20962963727387515) | > loss_disc_real_2: 0.19166424870491028 (0.2029209015044299) | > loss_disc_real_3: 0.17259885370731354 (0.2490964179689234) | > loss_disc_real_4: 0.17538775503635406 (0.22400727326219733) | > loss_disc_real_5: 0.1940256953239441 (0.22620100392536682) | > loss_0: 2.070676565170288 (2.4512060880661015) | > loss_gen: 2.6306345462799072 (2.271616659381173) | > loss_kl: 2.2485806941986084 (2.7849340113726533) | > loss_feat: 8.679900169372559 (6.572147542780096) | > loss_mel: 19.73274803161621 (18.21192958138206) | > loss_duration: 2.1605656147003174 (2.331451578573747) | > loss_1: 35.45242691040039 (32.17207891290838)  --> STEP: 23 | > loss_disc: 2.5279250144958496 (2.454541693563047) | > loss_disc_real_0: 0.13439804315567017 (0.13029813280572064) | > loss_disc_real_1: 0.26002728939056396 (0.21182083953981815) | > loss_disc_real_2: 0.21111765503883362 (0.20327728209288223) | > loss_disc_real_3: 0.24248076975345612 (0.24880878108999002) | > loss_disc_real_4: 0.19895555078983307 (0.22291806793731192) | > loss_disc_real_5: 0.18535810708999634 (0.22442522580208984) | > loss_0: 2.5279250144958496 (2.454541693563047) | > loss_gen: 2.3693933486938477 (2.275867819786072) | > loss_kl: 2.3610422611236572 (2.7665039352748706) | > loss_feat: 8.234703063964844 (6.644432565440303) | > loss_mel: 17.780492782592773 (18.193171459695566) | > loss_duration: 2.2741806507110596 (2.328961538231891) | > loss_1: 33.019813537597656 (32.20893694006878)  --> STEP: 24 | > loss_disc: 2.515702724456787 (2.457090069850286) | > loss_disc_real_0: 0.11927618086338043 (0.12983888480812314) | > loss_disc_real_1: 0.15105696022510529 (0.20928901123503843) | > loss_disc_real_2: 0.23165662586688995 (0.20445975475013256) | > loss_disc_real_3: 0.2749215364456177 (0.2498968125631412) | > loss_disc_real_4: 0.20024381577968597 (0.22197330743074417) | > loss_disc_real_5: 0.15698914229869843 (0.22161538898944855) | > loss_0: 2.515702724456787 (2.457090069850286) | > loss_gen: 2.00726056098938 (2.2646758506695432) | > loss_kl: 2.3881354331970215 (2.750738581021627) | > loss_feat: 6.953109264373779 (6.6572940945625305) | > loss_mel: 18.61314582824707 (18.210670391718548) | > loss_duration: 2.3977224826812744 (2.3318265775839486) | > loss_1: 32.359375 (32.21520519256592)  --> STEP: 25 | > loss_disc: 2.4387340545654297 (2.4563558292388916) | > loss_disc_real_0: 0.12346355617046356 (0.12958387166261676) | > loss_disc_real_1: 0.20853310823440552 (0.20925877511501312) | > loss_disc_real_2: 0.22053757309913635 (0.2051028674840927) | > loss_disc_real_3: 0.22498856484889984 (0.24890048265457154) | > loss_disc_real_4: 0.15274427831172943 (0.21920414626598358) | > loss_disc_real_5: 0.2501727044582367 (0.2227576816082001) | > loss_0: 2.4387340545654297 (2.4563558292388916) | > loss_gen: 2.1360907554626465 (2.259532446861267) | > loss_kl: 3.1589767932891846 (2.767068109512329) | > loss_feat: 7.2732253074646 (6.681931343078613) | > loss_mel: 17.23826026916504 (18.171773986816405) | > loss_duration: 2.3530383110046387 (2.332675046920776) | > loss_1: 32.15959167480469 (32.21298065185547)  --> STEP: 26 | > loss_disc: 2.471311330795288 (2.4569310408372145) | > loss_disc_real_0: 0.08896291255950928 (0.128021527081728) | > loss_disc_real_1: 0.1286749243736267 (0.2061593962403444) | > loss_disc_real_2: 0.1979023516178131 (0.2048259245661589) | > loss_disc_real_3: 0.2086721956729889 (0.24735324084758759) | > loss_disc_real_4: 0.2015984058380127 (0.2185270024033693) | > loss_disc_real_5: 0.24276354908943176 (0.2235271380497859) | > loss_0: 2.471311330795288 (2.4569310408372145) | > loss_gen: 1.8539583683013916 (2.2439334438397336) | > loss_kl: 2.09698486328125 (2.74129567696498) | > loss_feat: 9.195101737976074 (6.778591742882361) | > loss_mel: 19.256759643554688 (18.213504204383263) | > loss_duration: 2.321232318878174 (2.3322349419960604) | > loss_1: 34.724037170410156 (32.309559748722954) --> EVAL PERFORMANCE | > avg_loader_time: 0.002605621631328876 (+0.00019241296328031086) | > avg_loss_disc: 2.4569310408372145 (+0.013433337211608443) | > avg_loss_disc_real_0: 0.128021527081728 (-0.01385718154219473) | > avg_loss_disc_real_1: 0.2061593962403444 (-0.0016181744061983527) | > avg_loss_disc_real_2: 0.2048259245661589 (-0.04049644160729188) | > avg_loss_disc_real_3: 0.24735324084758759 (-0.026577578714260697) | > avg_loss_disc_real_4: 0.2185270024033693 (-0.04966340787135637) | > avg_loss_disc_real_5: 0.2235271380497859 (-0.014785015812286972) | > avg_loss_0: 2.4569310408372145 (+0.013433337211608443) | > avg_loss_gen: 2.2439334438397336 (-0.2566594389768744) | > avg_loss_kl: 2.74129567696498 (+0.01452315770662782) | > avg_loss_feat: 6.778591742882361 (+0.05905239398662854) | > avg_loss_mel: 18.213504204383263 (+0.4260553946861876) | > avg_loss_duration: 2.3322349419960604 (+0.015248445364144825) | > avg_loss_1: 32.309559748722954 (+0.2582200123713534)  > EPOCH: 469/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:45:17)   --> TIME: 2024-06-11 11:45:20 -- STEP: 4/330 -- GLOBAL_STEP: 242775 | > loss_disc: 2.2854549884796143 (2.367948889732361) | > loss_disc_real_0: 0.08872772008180618 (0.10258895717561245) | > loss_disc_real_1: 0.15576598048210144 (0.1981039009988308) | > loss_disc_real_2: 0.20479321479797363 (0.21059506013989449) | > loss_disc_real_3: 0.20429550111293793 (0.23007069528102875) | > loss_disc_real_4: 0.2316300868988037 (0.24139481410384178) | > loss_disc_real_5: 0.1817755550146103 (0.21546928584575653) | > loss_0: 2.2854549884796143 (2.367948889732361) | > grad_norm_0: tensor(5.7648, device='cuda:0') (tensor(8.0266, device='cuda:0')) | > loss_gen: 2.550215721130371 (2.4306101202964783) | > loss_kl: 1.7711167335510254 (1.810609519481659) | > loss_feat: 7.27290678024292 (6.764836549758911) | > loss_mel: 18.465124130249023 (18.140064239501953) | > loss_duration: 2.204883575439453 (2.204276978969574) | > loss_1: 32.26424789428711 (31.350398063659668) | > grad_norm_1: tensor(80.5867, device='cuda:0') (tensor(84.7885, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3643 (0.37999218702316284) | > loader_time: 0.0031 (0.0030992627143859863)  --> TIME: 2024-06-11 11:45:29 -- STEP: 29/330 -- GLOBAL_STEP: 242800 | > loss_disc: 2.358912944793701 (2.3376895065965324) | > loss_disc_real_0: 0.11771391332149506 (0.1076583440961509) | > loss_disc_real_1: 0.2279571294784546 (0.20376984877833004) | > loss_disc_real_2: 0.18616917729377747 (0.21106592437316632) | > loss_disc_real_3: 0.20758295059204102 (0.22586720205586533) | > loss_disc_real_4: 0.21649573743343353 (0.23118972675553684) | > loss_disc_real_5: 0.2035425454378128 (0.22005679432688088) | > loss_0: 2.358912944793701 (2.3376895065965324) | > grad_norm_0: tensor(14.6947, device='cuda:0') (tensor(10.4877, device='cuda:0')) | > loss_gen: 2.4648029804229736 (2.513773096018825) | > loss_kl: 1.91298508644104 (1.8566839201696987) | > loss_feat: 6.8991570472717285 (7.0757496768030625) | > loss_mel: 17.986377716064453 (18.193471908569332) | > loss_duration: 2.0309910774230957 (2.058430260625379) | > loss_1: 31.294313430786133 (31.69810887040763) | > grad_norm_1: tensor(251.7446, device='cuda:0') (tensor(115.4675, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.351 (0.3620667704220476) | > loader_time: 0.003 (0.0032333341138116247)  --> TIME: 2024-06-11 11:45:38 -- STEP: 54/330 -- GLOBAL_STEP: 242825 | > loss_disc: 2.312338352203369 (2.3613272066469544) | > loss_disc_real_0: 0.15506485104560852 (0.11230259154129911) | > loss_disc_real_1: 0.21176831424236298 (0.2057013260545554) | > loss_disc_real_2: 0.20575812458992004 (0.21256355941295624) | > loss_disc_real_3: 0.23258718848228455 (0.23113731074112434) | > loss_disc_real_4: 0.23346924781799316 (0.22987600609108252) | > loss_disc_real_5: 0.18823479115962982 (0.2196643269724316) | > loss_0: 2.312338352203369 (2.3613272066469544) | > grad_norm_0: tensor(17.9852, device='cuda:0') (tensor(13.4549, device='cuda:0')) | > loss_gen: 2.4533324241638184 (2.4981859304286815) | > loss_kl: 1.9563913345336914 (1.8680633924625538) | > loss_feat: 7.1954569816589355 (7.079483606197216) | > loss_mel: 17.925018310546875 (18.066948466830777) | > loss_duration: 1.9970680475234985 (2.0321684678395577) | > loss_1: 31.527267456054688 (31.544850031534832) | > grad_norm_1: tensor(167.4971, device='cuda:0') (tensor(147.9398, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3622 (0.3610095801176848) | > loader_time: 0.0033 (0.0033361646864149305)  --> TIME: 2024-06-11 11:45:47 -- STEP: 79/330 -- GLOBAL_STEP: 242850 | > loss_disc: 2.4100961685180664 (2.3551066917709162) | > loss_disc_real_0: 0.15867295861244202 (0.11156270021124731) | > loss_disc_real_1: 0.23274822533130646 (0.20469450177271156) | > loss_disc_real_2: 0.24691885709762573 (0.21155400611931766) | > loss_disc_real_3: 0.28760793805122375 (0.2290851845394207) | > loss_disc_real_4: 0.26629042625427246 (0.2289104457897476) | > loss_disc_real_5: 0.23209421336650848 (0.21988627899296675) | > loss_0: 2.4100961685180664 (2.3551066917709162) | > grad_norm_0: tensor(21.8964, device='cuda:0') (tensor(16.8643, device='cuda:0')) | > loss_gen: 2.5909574031829834 (2.504923020737081) | > loss_kl: 1.8192962408065796 (1.892585826825492) | > loss_feat: 7.2594709396362305 (7.1262507197223135) | > loss_mel: 18.29046630859375 (18.06517470637454) | > loss_duration: 1.9681148529052734 (2.0212132644049716) | > loss_1: 31.92830467224121 (31.61014754862725) | > grad_norm_1: tensor(273.5677, device='cuda:0') (tensor(186.8761, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3708 (0.3638437216794943) | > loader_time: 0.0045 (0.003462076187133789)  --> TIME: 2024-06-11 11:45:57 -- STEP: 104/330 -- GLOBAL_STEP: 242875 | > loss_disc: 2.1833982467651367 (2.3510611424079317) | > loss_disc_real_0: 0.08830592036247253 (0.11276589154910582) | > loss_disc_real_1: 0.1939696967601776 (0.2016470478131221) | > loss_disc_real_2: 0.19578005373477936 (0.21098670162833655) | > loss_disc_real_3: 0.22243016958236694 (0.22892586628978068) | > loss_disc_real_4: 0.1783658117055893 (0.22930169005233508) | > loss_disc_real_5: 0.1984468698501587 (0.21993814466091302) | > loss_0: 2.1833982467651367 (2.3510611424079317) | > grad_norm_0: tensor(17.5944, device='cuda:0') (tensor(19.3622, device='cuda:0')) | > loss_gen: 2.9192726612091064 (2.5110453275533833) | > loss_kl: 1.9638091325759888 (1.8958460253018599) | > loss_feat: 8.05713939666748 (7.12971723996676) | > loss_mel: 17.920738220214844 (18.036160377355717) | > loss_duration: 2.0612998008728027 (2.021322941550842) | > loss_1: 32.92226028442383 (31.594091947262104) | > grad_norm_1: tensor(404.3467, device='cuda:0') (tensor(209.6373, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3619 (0.3647075180823985) | > loader_time: 0.0037 (0.0035396974820357105)  --> TIME: 2024-06-11 11:46:06 -- STEP: 129/330 -- GLOBAL_STEP: 242900 | > loss_disc: 2.345435380935669 (2.357469859973406) | > loss_disc_real_0: 0.07666493952274323 (0.11307192876819493) | > loss_disc_real_1: 0.1809554398059845 (0.2016713100579358) | > loss_disc_real_2: 0.21175430715084076 (0.21228195819281792) | > loss_disc_real_3: 0.2523036003112793 (0.22921174394991972) | > loss_disc_real_4: 0.2815760374069214 (0.22743213026560555) | > loss_disc_real_5: 0.27376946806907654 (0.22109908200511635) | > loss_0: 2.345435380935669 (2.357469859973406) | > grad_norm_0: tensor(19.1262, device='cuda:0') (tensor(20.6608, device='cuda:0')) | > loss_gen: 2.701871633529663 (2.515360588251159) | > loss_kl: 1.8473647832870483 (1.9032007871672165) | > loss_feat: 7.350419998168945 (7.129187051640001) | > loss_mel: 18.466833114624023 (18.040839054787803) | > loss_duration: 2.0166454315185547 (2.0226513581682544) | > loss_1: 32.38313293457031 (31.61123887882676) | > grad_norm_1: tensor(349.3226, device='cuda:0') (tensor(223.6171, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3696 (0.3659525527510531) | > loader_time: 0.0039 (0.003635513690090919)  --> TIME: 2024-06-11 11:46:16 -- STEP: 154/330 -- GLOBAL_STEP: 242925 | > loss_disc: 2.417921781539917 (2.3608838397187086) | > loss_disc_real_0: 0.16218698024749756 (0.11451025350720852) | > loss_disc_real_1: 0.18539933860301971 (0.20155457349179626) | > loss_disc_real_2: 0.2589094340801239 (0.21262131176598661) | > loss_disc_real_3: 0.24649837613105774 (0.22941943848287905) | > loss_disc_real_4: 0.21921619772911072 (0.22904616797512228) | > loss_disc_real_5: 0.20949557423591614 (0.22132003181553506) | > loss_0: 2.417921781539917 (2.3608838397187086) | > grad_norm_0: tensor(77.3005, device='cuda:0') (tensor(24.8064, device='cuda:0')) | > loss_gen: 2.5066261291503906 (2.5200306486773814) | > loss_kl: 1.975281834602356 (1.9122023760498343) | > loss_feat: 6.850644588470459 (7.091872382473636) | > loss_mel: 17.654539108276367 (18.045878831442295) | > loss_duration: 2.0364673137664795 (2.025530119995019) | > loss_1: 31.023557662963867 (31.59551440895378) | > grad_norm_1: tensor(250.4987, device='cuda:0') (tensor(251.6109, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3964 (0.3685493329902747) | > loader_time: 0.0048 (0.003768103463309152)  --> TIME: 2024-06-11 11:46:26 -- STEP: 179/330 -- GLOBAL_STEP: 242950 | > loss_disc: 2.4942145347595215 (2.360205835470275) | > loss_disc_real_0: 0.11869911104440689 (0.11514629040683448) | > loss_disc_real_1: 0.1792333573102951 (0.2013124072684922) | > loss_disc_real_2: 0.23694783449172974 (0.21301585577386717) | > loss_disc_real_3: 0.24298569560050964 (0.22901252145207793) | > loss_disc_real_4: 0.24206605553627014 (0.22860358963465557) | > loss_disc_real_5: 0.22357718646526337 (0.22111479305355242) | > loss_0: 2.4942145347595215 (2.360205835470275) | > grad_norm_0: tensor(25.3569, device='cuda:0') (tensor(26.3416, device='cuda:0')) | > loss_gen: 2.4386696815490723 (2.515991517285396) | > loss_kl: 2.0909714698791504 (1.9168041465002732) | > loss_feat: 7.443568706512451 (7.071778731639159) | > loss_mel: 18.30885887145996 (18.021860080058346) | > loss_duration: 2.081036329269409 (2.031523914976494) | > loss_1: 32.36310577392578 (31.557958475038326) | > grad_norm_1: tensor(262.1584, device='cuda:0') (tensor(266.1093, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.3962 (0.37353785610731743) | > loader_time: 0.0052 (0.003904748895314819)  --> TIME: 2024-06-11 11:46:37 -- STEP: 204/330 -- GLOBAL_STEP: 242975 | > loss_disc: 2.3705878257751465 (2.3650017778078727) | > loss_disc_real_0: 0.14511793851852417 (0.11665120099981625) | > loss_disc_real_1: 0.19460046291351318 (0.2019211665964594) | > loss_disc_real_2: 0.2586739957332611 (0.21332889707649455) | > loss_disc_real_3: 0.23712758719921112 (0.22924393086748965) | > loss_disc_real_4: 0.21806445717811584 (0.22903850338622636) | > loss_disc_real_5: 0.23291614651679993 (0.22139720582202368) | > loss_0: 2.3705878257751465 (2.3650017778078727) | > grad_norm_0: tensor(21.9067, device='cuda:0') (tensor(27.0825, device='cuda:0')) | > loss_gen: 2.464853525161743 (2.510362203214685) | > loss_kl: 1.9689236879348755 (1.9215932243010576) | > loss_feat: 7.928591728210449 (7.076663423986996) | > loss_mel: 18.21822166442871 (18.014196508071) | > loss_duration: 2.0451126098632812 (2.038730634193796) | > loss_1: 32.625701904296875 (31.561546063890646) | > grad_norm_1: tensor(440.8752, device='cuda:0') (tensor(273.0493, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.4154 (0.37750805826748113) | > loader_time: 0.0052 (0.004045876802182664)  --> TIME: 2024-06-11 11:46:47 -- STEP: 229/330 -- GLOBAL_STEP: 243000 | > loss_disc: 2.278165817260742 (2.368532678445875) | > loss_disc_real_0: 0.08757732808589935 (0.11727046322354062) | > loss_disc_real_1: 0.19355912506580353 (0.20142439782098912) | > loss_disc_real_2: 0.1963372379541397 (0.21345003020815453) | > loss_disc_real_3: 0.21713736653327942 (0.22971510529257846) | > loss_disc_real_4: 0.22017651796340942 (0.22928287258054492) | > loss_disc_real_5: 0.19710533320903778 (0.22155933836922376) | > loss_0: 2.278165817260742 (2.368532678445875) | > grad_norm_0: tensor(33.1432, device='cuda:0') (tensor(28.7027, device='cuda:0')) | > loss_gen: 2.538090705871582 (2.501538592134503) | > loss_kl: 1.9752851724624634 (1.9248725925470545) | > loss_feat: 7.232193946838379 (7.060818909557626) | > loss_mel: 17.849756240844727 (17.975387215093747) | > loss_duration: 2.1488637924194336 (2.046864740713195) | > loss_1: 31.744190216064453 (31.509482113034444) | > grad_norm_1: tensor(492.0366, device='cuda:0') (tensor(289.9312, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.4119 (0.38123635329533867) | > loader_time: 0.005 (0.004188920733189478) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_243000.pth  --> TIME: 2024-06-11 11:47:03 -- STEP: 254/330 -- GLOBAL_STEP: 243025 | > loss_disc: 2.334918260574341 (2.367689804768) | > loss_disc_real_0: 0.07602269947528839 (0.11736030812103918) | > loss_disc_real_1: 0.19478178024291992 (0.20141333388531302) | > loss_disc_real_2: 0.20982421934604645 (0.21327972957703073) | > loss_disc_real_3: 0.2464258074760437 (0.22977757618183225) | > loss_disc_real_4: 0.2725049555301666 (0.22911357545242536) | > loss_disc_real_5: 0.25218716263771057 (0.22159759195770803) | > loss_0: 2.334918260574341 (2.367689804768) | > grad_norm_0: tensor(29.6142, device='cuda:0') (tensor(30.6899, device='cuda:0')) | > loss_gen: 2.6679494380950928 (2.5047449521192435) | > loss_kl: 1.85554838180542 (1.9269956486431632) | > loss_feat: 7.837186813354492 (7.070170318047832) | > loss_mel: 18.398799896240234 (17.934000916368372) | > loss_duration: 2.089306354522705 (2.053782027537428) | > loss_1: 32.848793029785156 (31.48969391950472) | > grad_norm_1: tensor(478.7905, device='cuda:0') (tensor(303.2224, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.4409 (0.3851442815750602) | > loader_time: 0.006 (0.004330203289122091)  --> TIME: 2024-06-11 11:47:14 -- STEP: 279/330 -- GLOBAL_STEP: 243050 | > loss_disc: 2.5264532566070557 (2.370960698760113) | > loss_disc_real_0: 0.150132954120636 (0.11927347707705686) | > loss_disc_real_1: 0.2015511393547058 (0.20190621992593172) | > loss_disc_real_2: 0.26066353917121887 (0.21347578377279336) | > loss_disc_real_3: 0.22294272482395172 (0.2294760670072289) | > loss_disc_real_4: 0.20282478630542755 (0.22895256048035023) | > loss_disc_real_5: 0.19632218778133392 (0.22124622874362496) | > loss_0: 2.5264532566070557 (2.370960698760113) | > grad_norm_0: tensor(13.0215, device='cuda:0') (tensor(32.5159, device='cuda:0')) | > loss_gen: 2.476820945739746 (2.502870264019165) | > loss_kl: 1.9578298330307007 (1.929880962149644) | > loss_feat: 6.321588039398193 (7.08055097142428) | > loss_mel: 17.60323715209961 (17.899841185538993) | > loss_duration: 2.1482067108154297 (2.0624075542641367) | > loss_1: 30.5076847076416 (31.475551003623607) | > grad_norm_1: tensor(439.8527, device='cuda:0') (tensor(315.6923, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.4452 (0.3894106153946196) | > loader_time: 0.0061 (0.004469915102886898)  --> TIME: 2024-06-11 11:47:26 -- STEP: 304/330 -- GLOBAL_STEP: 243075 | > loss_disc: 2.4124555587768555 (2.377298594305391) | > loss_disc_real_0: 0.12405623495578766 (0.12195478168953407) | > loss_disc_real_1: 0.13676148653030396 (0.20242362253760035) | > loss_disc_real_2: 0.19108760356903076 (0.2136577294257128) | > loss_disc_real_3: 0.23130911588668823 (0.22956772271151604) | > loss_disc_real_4: 0.26056888699531555 (0.2292096046240706) | > loss_disc_real_5: 0.23388303816318512 (0.22180350575792163) | > loss_0: 2.4124555587768555 (2.377298594305391) | > grad_norm_0: tensor(45.8658, device='cuda:0') (tensor(34.7704, device='cuda:0')) | > loss_gen: 2.4120442867279053 (2.5008595115260106) | > loss_kl: 2.1156294345855713 (1.9331409205731593) | > loss_feat: 8.590743064880371 (7.082505723363475) | > loss_mel: 17.798444747924805 (17.85150603871596) | > loss_duration: 2.2276318073272705 (2.073055475165968) | > loss_1: 33.144493103027344 (31.4410677834561) | > grad_norm_1: tensor(437.1739, device='cuda:0') (tensor(326.3970, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.4766 (0.3957323298642509) | > loader_time: 0.007 (0.004654349465119212)  --> TIME: 2024-06-11 11:47:55 -- STEP: 329/330 -- GLOBAL_STEP: 243100 | > loss_disc: 2.49296498298645 (2.381144787402864) | > loss_disc_real_0: 0.1906636357307434 (0.12364867137105269) | > loss_disc_real_1: 0.18526455760002136 (0.2028943212380163) | > loss_disc_real_2: 0.24169805645942688 (0.21373900576384247) | > loss_disc_real_3: 0.20621314644813538 (0.22962720415874818) | > loss_disc_real_4: 0.24638588726520538 (0.22910453238748127) | > loss_disc_real_5: 0.253073126077652 (0.2224215805349379) | > loss_0: 2.49296498298645 (2.381144787402864) | > grad_norm_0: tensor(10.3452, device='cuda:0') (tensor(35.4924, device='cuda:0')) | > loss_gen: 2.40214204788208 (2.494972745698278) | > loss_kl: 2.287231683731079 (1.9436474658073264) | > loss_feat: 10.53955078125 (7.180320831055337) | > loss_mel: 17.94080352783203 (17.823643466984244) | > loss_duration: 2.2895522117614746 (2.087045773184408) | > loss_1: 35.45927810668945 (31.52963036534272) | > grad_norm_1: tensor(104.4006, device='cuda:0') (tensor(327.3067, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 14.6341 (0.45312342382854226) | > loader_time: 0.0346 (0.005115882241617221)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.122633934020996 (2.122633934020996) | > loss_disc_real_0: 0.1378536820411682 (0.1378536820411682) | > loss_disc_real_1: 0.2322346419095993 (0.2322346419095993) | > loss_disc_real_2: 0.23979981243610382 (0.23979981243610382) | > loss_disc_real_3: 0.23195700347423553 (0.23195700347423553) | > loss_disc_real_4: 0.22057582437992096 (0.22057582437992096) | > loss_disc_real_5: 0.1839146763086319 (0.1839146763086319) | > loss_0: 2.122633934020996 (2.122633934020996) | > loss_gen: 2.8017091751098633 (2.8017091751098633) | > loss_kl: 3.0084855556488037 (3.0084855556488037) | > loss_feat: 8.242203712463379 (8.242203712463379) | > loss_mel: 18.006114959716797 (18.006114959716797) | > loss_duration: 2.892699718475342 (2.892699718475342) | > loss_1: 34.95121383666992 (34.95121383666992)  --> STEP: 1 | > loss_disc: 2.085636615753174 (2.085636615753174) | > loss_disc_real_0: 0.10430873185396194 (0.10430873185396194) | > loss_disc_real_1: 0.1817467361688614 (0.1817467361688614) | > loss_disc_real_2: 0.17515841126441956 (0.17515841126441956) | > loss_disc_real_3: 0.2056751549243927 (0.2056751549243927) | > loss_disc_real_4: 0.2559535801410675 (0.2559535801410675) | > loss_disc_real_5: 0.2521791458129883 (0.2521791458129883) | > loss_0: 2.085636615753174 (2.085636615753174) | > loss_gen: 2.643374443054199 (2.643374443054199) | > loss_kl: 2.2293221950531006 (2.2293221950531006) | > loss_feat: 6.3643574714660645 (6.3643574714660645) | > loss_mel: 17.850566864013672 (17.850566864013672) | > loss_duration: 2.469747543334961 (2.469747543334961) | > loss_1: 31.5573673248291 (31.5573673248291)  --> STEP: 2 | > loss_disc: 2.311230421066284 (2.198433518409729) | > loss_disc_real_0: 0.1299864947795868 (0.11714761331677437) | > loss_disc_real_1: 0.23787185549736023 (0.2098092958331108) | > loss_disc_real_2: 0.2901342213153839 (0.23264631628990173) | > loss_disc_real_3: 0.19791151583194733 (0.20179333537817) | > loss_disc_real_4: 0.24779711663722992 (0.2518753483891487) | > loss_disc_real_5: 0.21582970023155212 (0.2340044230222702) | > loss_0: 2.311230421066284 (2.198433518409729) | > loss_gen: 2.6609206199645996 (2.6521475315093994) | > loss_kl: 2.952716827392578 (2.5910195112228394) | > loss_feat: 5.325937747955322 (5.845147609710693) | > loss_mel: 18.013851165771484 (17.932209014892578) | > loss_duration: 2.4449644088745117 (2.4573559761047363) | > loss_1: 31.398391723632812 (31.477879524230957)  --> STEP: 3 | > loss_disc: 2.0851595401763916 (2.160675525665283) | > loss_disc_real_0: 0.131868377327919 (0.12205453465382259) | > loss_disc_real_1: 0.13678386807441711 (0.18546748658021292) | > loss_disc_real_2: 0.17598682641983032 (0.2137598196665446) | > loss_disc_real_3: 0.2583948075771332 (0.2206604927778244) | > loss_disc_real_4: 0.30807560682296753 (0.2706087678670883) | > loss_disc_real_5: 0.2536686956882477 (0.24055918057759604) | > loss_0: 2.0851595401763916 (2.160675525665283) | > loss_gen: 2.817485809326172 (2.7072602907816568) | > loss_kl: 2.8802237510681152 (2.687420924504598) | > loss_feat: 5.983684062957764 (5.891326427459717) | > loss_mel: 17.762897491455078 (17.87577184041341) | > loss_duration: 2.29093861579895 (2.401883522669474) | > loss_1: 31.7352294921875 (31.563662846883137)  --> STEP: 4 | > loss_disc: 2.2895238399505615 (2.192887604236603) | > loss_disc_real_0: 0.14136821031570435 (0.12688295356929302) | > loss_disc_real_1: 0.18542946875095367 (0.1854579821228981) | > loss_disc_real_2: 0.22276464104652405 (0.21601102501153946) | > loss_disc_real_3: 0.2772478461265564 (0.2348073311150074) | > loss_disc_real_4: 0.23470400273799896 (0.261632576584816) | > loss_disc_real_5: 0.2847997546195984 (0.2516193240880966) | > loss_0: 2.2895238399505615 (2.192887604236603) | > loss_gen: 2.7393476963043213 (2.715282142162323) | > loss_kl: 2.8487765789031982 (2.727759838104248) | > loss_feat: 8.261098861694336 (6.483769536018372) | > loss_mel: 19.284757614135742 (18.228018283843994) | > loss_duration: 2.2888450622558594 (2.3736239075660706) | > loss_1: 35.422828674316406 (32.528454303741455)  --> STEP: 5 | > loss_disc: 2.1897244453430176 (2.192254972457886) | > loss_disc_real_0: 0.21212339401245117 (0.14393104165792464) | > loss_disc_real_1: 0.2307315170764923 (0.19451268911361694) | > loss_disc_real_2: 0.21492376923561096 (0.21579357385635375) | > loss_disc_real_3: 0.23258809745311737 (0.23436348438262938) | > loss_disc_real_4: 0.21696855127811432 (0.25269977152347567) | > loss_disc_real_5: 0.2548469305038452 (0.2522648453712463) | > loss_0: 2.1897244453430176 (2.192254972457886) | > loss_gen: 3.017404794692993 (2.775706672668457) | > loss_kl: 1.9321389198303223 (2.568635654449463) | > loss_feat: 6.583982944488525 (6.503812217712403) | > loss_mel: 18.712745666503906 (18.324963760375976) | > loss_duration: 2.3709988594055176 (2.37309889793396) | > loss_1: 32.617271423339844 (32.54621772766113)  --> STEP: 6 | > loss_disc: 2.5784740447998047 (2.2566248178482056) | > loss_disc_real_0: 0.139447420835495 (0.14318377152085304) | > loss_disc_real_1: 0.3060983717441559 (0.21311030288537344) | > loss_disc_real_2: 0.25749921798706055 (0.2227445145448049) | > loss_disc_real_3: 0.26292547583580017 (0.23912381629149118) | > loss_disc_real_4: 0.2642681300640106 (0.2546278312802315) | > loss_disc_real_5: 0.29380568861961365 (0.25918831924597424) | > loss_0: 2.5784740447998047 (2.2566248178482056) | > loss_gen: 2.527585029602051 (2.7343530654907227) | > loss_kl: 2.600177526473999 (2.5738926331202188) | > loss_feat: 5.718894958496094 (6.3729926745096845) | > loss_mel: 19.263595581054688 (18.48140239715576) | > loss_duration: 2.1900854110717773 (2.342596650123596) | > loss_1: 32.30033874511719 (32.505237897237144)  --> STEP: 7 | > loss_disc: 2.469456672668457 (2.287029368536813) | > loss_disc_real_0: 0.23793677985668182 (0.15671991556882858) | > loss_disc_real_1: 0.25976094603538513 (0.21977468047823226) | > loss_disc_real_2: 0.28675153851509094 (0.23188837511198862) | > loss_disc_real_3: 0.3124467432498932 (0.2495985201426915) | > loss_disc_real_4: 0.25258105993270874 (0.2543354353734425) | > loss_disc_real_5: 0.2317948341369629 (0.2552749642304012) | > loss_0: 2.469456672668457 (2.287029368536813) | > loss_gen: 2.698976993560791 (2.729299340929304) | > loss_kl: 3.8850765228271484 (2.761204617364066) | > loss_feat: 5.552187919616699 (6.255734852382115) | > loss_mel: 18.1529541015625 (18.43448121207101) | > loss_duration: 2.574215888977051 (2.3756851128169467) | > loss_1: 32.86341094970703 (32.55640547616141)  --> STEP: 8 | > loss_disc: 2.336099863052368 (2.2931631803512573) | > loss_disc_real_0: 0.13454055786132812 (0.15394749585539103) | > loss_disc_real_1: 0.1844405233860016 (0.21535791084170341) | > loss_disc_real_2: 0.2117064744234085 (0.2293656375259161) | > loss_disc_real_3: 0.22868478298187256 (0.2469843029975891) | > loss_disc_real_4: 0.15578971803188324 (0.2420172207057476) | > loss_disc_real_5: 0.20168344676494598 (0.24857602454721928) | > loss_0: 2.336099863052368 (2.2931631803512573) | > loss_gen: 2.232654094696045 (2.6672186851501465) | > loss_kl: 3.245673179626465 (2.821763187646866) | > loss_feat: 10.479188919067383 (6.783666610717773) | > loss_mel: 16.796018600463867 (18.229673385620117) | > loss_duration: 2.2577171325683594 (2.3609391152858734) | > loss_1: 35.011253356933594 (32.863261461257935)  --> STEP: 9 | > loss_disc: 2.3136820793151855 (2.295443058013916) | > loss_disc_real_0: 0.16323533654212952 (0.15497947815391752) | > loss_disc_real_1: 0.1854725331068039 (0.21203731331560347) | > loss_disc_real_2: 0.22588428854942322 (0.22897882097297245) | > loss_disc_real_3: 0.23961880803108215 (0.24616591466797721) | > loss_disc_real_4: 0.20625875890254974 (0.23804405828317007) | > loss_disc_real_5: 0.21671196818351746 (0.2450355738401413) | > loss_0: 2.3136820793151855 (2.295443058013916) | > loss_gen: 2.4465436935424805 (2.6426992416381836) | > loss_kl: 2.2147858142852783 (2.754321257273356) | > loss_feat: 9.728253364562988 (7.110842916700575) | > loss_mel: 19.905820846557617 (18.41591199239095) | > loss_duration: 2.1813764572143555 (2.3409877088334827) | > loss_1: 36.47677993774414 (33.264763514200844)  --> STEP: 10 | > loss_disc: 2.5363402366638184 (2.319532775878906) | > loss_disc_real_0: 0.2004033476114273 (0.1595218650996685) | > loss_disc_real_1: 0.2144804298877716 (0.21228162497282027) | > loss_disc_real_2: 0.3020464777946472 (0.23628558665513993) | > loss_disc_real_3: 0.311434805393219 (0.2526928037405014) | > loss_disc_real_4: 0.36145296692848206 (0.25038494914770126) | > loss_disc_real_5: 0.28394919633865356 (0.24892693608999253) | > loss_0: 2.5363402366638184 (2.319532775878906) | > loss_gen: 2.7644338607788086 (2.654872703552246) | > loss_kl: 2.575875997543335 (2.736476731300354) | > loss_feat: 6.531738758087158 (7.052932500839233) | > loss_mel: 19.690380096435547 (18.54335880279541) | > loss_duration: 2.3401389122009277 (2.340902829170227) | > loss_1: 33.902565002441406 (33.3285436630249)  --> STEP: 11 | > loss_disc: 2.37998104095459 (2.3250280727039683) | > loss_disc_real_0: 0.19154509902000427 (0.1624330681833354) | > loss_disc_real_1: 0.15453748404979706 (0.2070321576161818) | > loss_disc_real_2: 0.23671281337738037 (0.23632442544807086) | > loss_disc_real_3: 0.22450511157512665 (0.2501302862709219) | > loss_disc_real_4: 0.27097198367118835 (0.25225649774074554) | > loss_disc_real_5: 0.29615089297294617 (0.25322002307935193) | > loss_0: 2.37998104095459 (2.3250280727039683) | > loss_gen: 2.4806790351867676 (2.639036915519021) | > loss_kl: 3.502263307571411 (2.806093692779541) | > loss_feat: 6.3468241691589355 (6.988740834322843) | > loss_mel: 17.01051139831543 (18.404009038751777) | > loss_duration: 2.4958949089050293 (2.3549930182370273) | > loss_1: 31.83617401123047 (33.19287369467995)  --> STEP: 12 | > loss_disc: 2.3296961784362793 (2.325417081514994) | > loss_disc_real_0: 0.12689152359962463 (0.1594712728013595) | > loss_disc_real_1: 0.2276567965745926 (0.2087508775293827) | > loss_disc_real_2: 0.332538902759552 (0.24434229855736098) | > loss_disc_real_3: 0.22392068803310394 (0.24794615308443704) | > loss_disc_real_4: 0.2179001271724701 (0.24939346686005592) | > loss_disc_real_5: 0.20286116003990173 (0.24902345115939775) | > loss_0: 2.3296961784362793 (2.325417081514994) | > loss_gen: 2.695603370666504 (2.6437507867813115) | > loss_kl: 1.992268681526184 (2.738274941841761) | > loss_feat: 6.514315128326416 (6.94920535882314) | > loss_mel: 16.52136993408203 (18.247122446695965) | > loss_duration: 2.229800224304199 (2.3445602854092917) | > loss_1: 29.953357696533203 (32.922914028167725)  --> STEP: 13 | > loss_disc: 2.5778961181640625 (2.344838545872615) | > loss_disc_real_0: 0.18915751576423645 (0.16175482995235002) | > loss_disc_real_1: 0.2496921569108963 (0.21190020671257606) | > loss_disc_real_2: 0.25007882714271545 (0.24478356998700362) | > loss_disc_real_3: 0.2465934157371521 (0.24784209636541513) | > loss_disc_real_4: 0.29622578620910645 (0.25299595296382904) | > loss_disc_real_5: 0.23831883072853088 (0.24820001881856185) | > loss_0: 2.5778961181640625 (2.344838545872615) | > loss_gen: 2.425926446914673 (2.626995068330032) | > loss_kl: 2.6966326236724854 (2.735071686597971) | > loss_feat: 5.80014705657959 (6.860816258650559) | > loss_mel: 15.427375793457031 (18.030218857985275) | > loss_duration: 2.1919937133789062 (2.332824395253108) | > loss_1: 28.542076110839844 (32.58592649606558)  --> STEP: 14 | > loss_disc: 2.3832902908325195 (2.3475850990840366) | > loss_disc_real_0: 0.17737561464309692 (0.16287060028740338) | > loss_disc_real_1: 0.2079213559627533 (0.2116160030875887) | > loss_disc_real_2: 0.2946503162384033 (0.24834548043353216) | > loss_disc_real_3: 0.2453424483537674 (0.24766355007886887) | > loss_disc_real_4: 0.30613136291503906 (0.25679133938891546) | > loss_disc_real_5: 0.23147501051425934 (0.24700537536825454) | > loss_0: 2.3832902908325195 (2.3475850990840366) | > loss_gen: 3.0662996768951416 (2.658373968941825) | > loss_kl: 3.1634938716888428 (2.765673271247319) | > loss_feat: 8.047847747802734 (6.945604222161429) | > loss_mel: 19.17400550842285 (18.111917904445104) | > loss_duration: 2.3925371170043945 (2.3370895896639143) | > loss_1: 35.84418487548828 (32.81865923745291)  --> STEP: 15 | > loss_disc: 2.282510280609131 (2.3432467778523765) | > loss_disc_real_0: 0.12794092297554016 (0.16054195513327915) | > loss_disc_real_1: 0.25443342328071594 (0.21447049776713054) | > loss_disc_real_2: 0.2871549129486084 (0.2509327759345373) | > loss_disc_real_3: 0.27556005120277405 (0.24952331682046255) | > loss_disc_real_4: 0.23185105621814728 (0.2551286538441976) | > loss_disc_real_5: 0.16066637635231018 (0.2412494421005249) | > loss_0: 2.282510280609131 (2.3432467778523765) | > loss_gen: 2.705589771270752 (2.661521689097087) | > loss_kl: 3.055779457092285 (2.785013683636983) | > loss_feat: 6.139491558074951 (6.891863377888997) | > loss_mel: 18.70310401916504 (18.151330312093098) | > loss_duration: 2.3487660884857178 (2.337868022918701) | > loss_1: 32.952728271484375 (32.82759717305501)  --> STEP: 16 | > loss_disc: 2.780019760131836 (2.3705450892448425) | > loss_disc_real_0: 0.280361533164978 (0.16803067876026034) | > loss_disc_real_1: 0.22225522994995117 (0.21495704352855682) | > loss_disc_real_2: 0.41340866684913635 (0.2610875191166997) | > loss_disc_real_3: 0.3095564544200897 (0.25327538792043924) | > loss_disc_real_4: 0.3389069437980652 (0.2603647969663143) | > loss_disc_real_5: 0.32303228974342346 (0.24636087007820606) | > loss_0: 2.780019760131836 (2.3705450892448425) | > loss_gen: 2.9149703979492188 (2.6773622334003453) | > loss_kl: 2.8012447357177734 (2.7860281243920326) | > loss_feat: 6.653463840484619 (6.876963406801224) | > loss_mel: 17.601871490478516 (18.116989135742188) | > loss_duration: 2.433398485183716 (2.3438386768102646) | > loss_1: 32.40494918823242 (32.8011816740036)  --> STEP: 17 | > loss_disc: 2.5291385650634766 (2.379874117234174) | > loss_disc_real_0: 0.14277543127536774 (0.16654507596703136) | > loss_disc_real_1: 0.11261851340532303 (0.208937129991896) | > loss_disc_real_2: 0.3638269007205963 (0.267131012152223) | > loss_disc_real_3: 0.32558366656303406 (0.257528816075886) | > loss_disc_real_4: 0.35698506236076355 (0.2660483419895172) | > loss_disc_real_5: 0.41378334164619446 (0.25620925075867595) | > loss_0: 2.5291385650634766 (2.379874117234174) | > loss_gen: 3.0958824157714844 (2.701981067657471) | > loss_kl: 2.360926389694214 (2.7610221399980435) | > loss_feat: 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(33.00751315222846)  --> STEP: 19 | > loss_disc: 2.57625675201416 (2.3948568795856677) | > loss_disc_real_0: 0.2560523748397827 (0.17474326530569478) | > loss_disc_real_1: 0.28682735562324524 (0.21377098128983849) | > loss_disc_real_2: 0.29752659797668457 (0.26540273741671916) | > loss_disc_real_3: 0.2760741710662842 (0.2586926574769773) | > loss_disc_real_4: 0.30105143785476685 (0.2720762695136823) | > loss_disc_real_5: 0.26934710144996643 (0.2540750142775084) | > loss_0: 2.57625675201416 (2.3948568795856677) | > loss_gen: 2.9357762336730957 (2.7214546956514063) | > loss_kl: 2.122354030609131 (2.7029425658677755) | > loss_feat: 5.687859058380127 (6.916184776707699) | > loss_mel: 17.831829071044922 (18.211463526675576) | > loss_duration: 2.2899117469787598 (2.342847146485981) | > loss_1: 30.86772918701172 (32.894892943532845)  --> STEP: 20 | > loss_disc: 2.3307693004608154 (2.391652500629425) | > loss_disc_real_0: 0.1656273454427719 (0.17428746931254863) | > loss_disc_real_1: 0.1915135234594345 (0.21265810839831828) | > loss_disc_real_2: 0.2599887549877167 (0.265132038295269) | > loss_disc_real_3: 0.29949337244033813 (0.26073269322514536) | > loss_disc_real_4: 0.22939269244670868 (0.26994209066033364) | > loss_disc_real_5: 0.2224058359861374 (0.2524915553629398) | > loss_0: 2.3307693004608154 (2.391652500629425) | > loss_gen: 2.6935269832611084 (2.7200583100318916) | > loss_kl: 2.365103244781494 (2.6860505998134614) | > loss_feat: 6.993112087249756 (6.920031142234802) | > loss_mel: 18.47052764892578 (18.224416732788086) | > loss_duration: 2.3180742263793945 (2.341608500480652) | > loss_1: 32.8403434753418 (32.89216547012329)  --> STEP: 21 | > loss_disc: 2.275318145751953 (2.3861127694447837) | > loss_disc_real_0: 0.06057920306921005 (0.16887278996762775) | > loss_disc_real_1: 0.18516172468662262 (0.21134875679299944) | > loss_disc_real_2: 0.2253500521183014 (0.2632376580011277) | > loss_disc_real_3: 0.22833725810050964 (0.25919005345730556) | > loss_disc_real_4: 0.26528990268707275 (0.2697205578997022) | > loss_disc_real_5: 0.21431845426559448 (0.2506737886440186) | > loss_0: 2.275318145751953 (2.3861127694447837) | > loss_gen: 2.4127111434936523 (2.705422730672928) | > loss_kl: 2.022345542907715 (2.654445597103664) | > loss_feat: 5.932534217834473 (6.87300747916812) | > loss_mel: 15.65640640258789 (18.102130526588077) | > loss_duration: 2.2051806449890137 (2.335111935933431) | > loss_1: 28.22917938232422 (32.670118513561434)  --> STEP: 22 | > loss_disc: 2.3204638957977295 (2.3831287297335537) | > loss_disc_real_0: 0.10159516334533691 (0.16581471603025089) | > loss_disc_real_1: 0.11180324852466583 (0.20682396096262065) | > loss_disc_real_2: 0.21751464903354645 (0.26115933941169217) | > loss_disc_real_3: 0.2829535901546478 (0.26027021421627566) | > loss_disc_real_4: 0.27785995602607727 (0.27009053054181015) | > loss_disc_real_5: 0.22986026108264923 (0.24972771920941092) | > loss_0: 2.3204638957977295 (2.3831287297335537) | > loss_gen: 2.429558038711548 (2.692883426492865) | > loss_kl: 2.058612585067749 (2.6273622783747586) | > loss_feat: 7.416111946105957 (6.897694045847112) | > loss_mel: 20.94194984436035 (18.231213222850453) | > loss_duration: 2.208052158355713 (2.32933649149808) | > loss_1: 35.05428695678711 (32.77848980643533)  --> STEP: 23 | > loss_disc: 2.5660324096679688 (2.3910810636437456) | > loss_disc_real_0: 0.26372477412223816 (0.1700716750777286) | > loss_disc_real_1: 0.22854770720005035 (0.20776847166859586) | > loss_disc_real_2: 0.2879534661769867 (0.2623243014449659) | > loss_disc_real_3: 0.24270564317703247 (0.2595065372145694) | > loss_disc_real_4: 0.26163244247436523 (0.269722787582356) | > loss_disc_real_5: 0.2537931203842163 (0.24990447578222855) | > loss_0: 2.5660324096679688 (2.3910810636437456) | > loss_gen: 2.3724238872528076 (2.678950403047645) | > loss_kl: 2.2211966514587402 (2.6097029032914536) | > loss_feat: 4.385560512542725 (6.788470848746922) | > loss_mel: 16.940109252929688 (18.175078267636508) | > loss_duration: 2.3320600986480713 (2.329454909200254) | > loss_1: 28.25135040283203 (32.58165765845258)  --> STEP: 24 | > loss_disc: 2.657428503036499 (2.402178873618444) | > loss_disc_real_0: 0.3110043704509735 (0.17594387071828047) | > loss_disc_real_1: 0.2548823356628418 (0.20973154933502278) | > loss_disc_real_2: 0.2717348337173462 (0.26271640695631504) | > loss_disc_real_3: 0.40057116746902466 (0.2653842301418384) | > loss_disc_real_4: 0.3718406558036804 (0.2739776987582445) | > loss_disc_real_5: 0.33003151416778564 (0.2532431023816268) | > loss_0: 2.657428503036499 (2.402178873618444) | > loss_gen: 3.400620222091675 (2.709019978841146) | > loss_kl: 2.356980562210083 (2.5991728057463965) | > loss_feat: 6.819350242614746 (6.789757490158081) | > loss_mel: 17.70702362060547 (18.15557599067688) | > loss_duration: 2.417452812194824 (2.3331214884916944) | > loss_1: 32.7014274597168 (32.586648066838585)  --> STEP: 25 | > loss_disc: 2.621065378189087 (2.4109343338012694) | > loss_disc_real_0: 0.19787919521331787 (0.17682128369808198) | > loss_disc_real_1: 0.24201741814613342 (0.2110229840874672) | > loss_disc_real_2: 0.28538408875465393 (0.2636231142282486) | > loss_disc_real_3: 0.2662930488586426 (0.26542058289051057) | > loss_disc_real_4: 0.3092077374458313 (0.275386900305748) | > loss_disc_real_5: 0.26658204197883606 (0.25377665996551513) | > loss_0: 2.621065378189087 (2.4109343338012694) | > loss_gen: 2.402554512023926 (2.6967613601684572) | > loss_kl: 2.9570488929748535 (2.6134878492355345) | > loss_feat: 4.959834575653076 (6.716560573577881) | > loss_mel: 15.612589836120605 (18.05385654449463) | > loss_duration: 2.355865001678467 (2.3340312290191654) | > loss_1: 28.287891387939453 (32.414697799682614)  --> STEP: 26 | > loss_disc: 2.5107486248016357 (2.4147733449935913) | > loss_disc_real_0: 0.16478151082992554 (0.17635821551084518) | > loss_disc_real_1: 0.28777357935905457 (0.2139749300594513) | > loss_disc_real_2: 0.2649696171283722 (0.26367490280133027) | > loss_disc_real_3: 0.2918224632740021 (0.26643603982833713) | > loss_disc_real_4: 0.15794841945171356 (0.2708700356575159) | > loss_disc_real_5: 0.1634647250175476 (0.25030312400597793) | > loss_0: 2.5107486248016357 (2.4147733449935913) | > loss_gen: 2.2759954929351807 (2.680578057582562) | > loss_kl: 2.930335283279419 (2.6256742890064535) | > loss_feat: 14.070839881896973 (6.999417470051692) | > loss_mel: 20.788013458251953 (18.159016425792988) | > loss_duration: 2.307880163192749 (2.3330254187950725) | > loss_1: 42.37306594848633 (32.797711959251984) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024539507352388822 (-0.0001516708960899939) | > avg_loss_disc: 2.4147733449935913 (-0.042157695843623166) | > avg_loss_disc_real_0: 0.17635821551084518 (+0.048336688429117175) | > avg_loss_disc_real_1: 0.2139749300594513 (+0.007815533819106907) | > avg_loss_disc_real_2: 0.26367490280133027 (+0.05884897823517138) | > avg_loss_disc_real_3: 0.26643603982833713 (+0.01908279898074955) | > avg_loss_disc_real_4: 0.2708700356575159 (+0.052343033254146576) | > avg_loss_disc_real_5: 0.25030312400597793 (+0.026775985956192017) | > avg_loss_0: 2.4147733449935913 (-0.042157695843623166) | > avg_loss_gen: 2.680578057582562 (+0.43664461374282837) | > avg_loss_kl: 2.6256742890064535 (-0.11562138795852661) | > avg_loss_feat: 6.999417470051692 (+0.22082572716933058) | > avg_loss_mel: 18.159016425792988 (-0.05448777859027487) | > avg_loss_duration: 2.3330254187950725 (+0.0007904767990121186) | > avg_loss_1: 32.797711959251984 (+0.48815221052903013)  > EPOCH: 470/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:48:01)   --> TIME: 2024-06-11 11:48:11 -- STEP: 24/330 -- GLOBAL_STEP: 243125 | > loss_disc: 2.359758138656616 (2.321161220471064) | > loss_disc_real_0: 0.09662550687789917 (0.10197833552956581) | > loss_disc_real_1: 0.19259102642536163 (0.196112060919404) | > loss_disc_real_2: 0.2300516963005066 (0.20952603096763292) | > loss_disc_real_3: 0.23719196021556854 (0.22873754302660623) | > loss_disc_real_4: 0.22143889963626862 (0.232008820399642) | > loss_disc_real_5: 0.20449697971343994 (0.22106520955761275) | > loss_0: 2.359758138656616 (2.321161220471064) | > grad_norm_0: tensor(6.9946, device='cuda:0') (tensor(8.2033, device='cuda:0')) | > loss_gen: 2.4778482913970947 (2.4929996033509574) | > loss_kl: 2.124084234237671 (1.9696283688147862) | > loss_feat: 7.35627555847168 (6.958939214547475) | > loss_mel: 17.735248565673828 (18.09071326255798) | > loss_duration: 1.9481759071350098 (2.0723176797231035) | > loss_1: 31.641632080078125 (31.584598064422607) | > grad_norm_1: tensor(49.1424, device='cuda:0') (tensor(87.0807, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3761 (0.3677627444267273) | > loader_time: 0.0041 (0.003328631321589152)  --> TIME: 2024-06-11 11:48:21 -- STEP: 49/330 -- GLOBAL_STEP: 243150 | > loss_disc: 2.389197587966919 (2.339400617443786) | > loss_disc_real_0: 0.09974818676710129 (0.10742120581622026) | > loss_disc_real_1: 0.16872793436050415 (0.1957490438101243) | > loss_disc_real_2: 0.2014978528022766 (0.21079171372919667) | > loss_disc_real_3: 0.21280233561992645 (0.23007539279606878) | > loss_disc_real_4: 0.19431185722351074 (0.22965719748516472) | > loss_disc_real_5: 0.19068284332752228 (0.21958437805273096) | > loss_0: 2.389197587966919 (2.339400617443786) | > grad_norm_0: tensor(9.8458, device='cuda:0') (tensor(8.7466, device='cuda:0')) | > loss_gen: 2.295769691467285 (2.481432943927998) | > loss_kl: 1.8705734014511108 (1.9412734995082932) | > loss_feat: 6.9865403175354 (6.954195548077019) | > loss_mel: 17.716304779052734 (17.94981014485262) | > loss_duration: 1.957524299621582 (2.034422251642966) | > loss_1: 30.826709747314453 (31.361134042545242) | > grad_norm_1: tensor(100.4451, device='cuda:0') (tensor(87.9274, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3628 (0.3661674139451008) | > loader_time: 0.0033 (0.0034365362050581953)  --> TIME: 2024-06-11 11:48:30 -- STEP: 74/330 -- GLOBAL_STEP: 243175 | > loss_disc: 2.231520652770996 (2.349846578933098) | > loss_disc_real_0: 0.11277230083942413 (0.1103459203968177) | > loss_disc_real_1: 0.1680046170949936 (0.19716999861034187) | > loss_disc_real_2: 0.21249336004257202 (0.21140805148595093) | > loss_disc_real_3: 0.20146587491035461 (0.22958369835003004) | > loss_disc_real_4: 0.23872381448745728 (0.23163792229182012) | > loss_disc_real_5: 0.19771791994571686 (0.2218422994420335) | > loss_0: 2.231520652770996 (2.349846578933098) | > grad_norm_0: tensor(7.9767, device='cuda:0') (tensor(9.1024, device='cuda:0')) | > loss_gen: 2.603713035583496 (2.4779224943470313) | > loss_kl: 2.014932870864868 (1.9458388573414571) | > loss_feat: 7.902034282684326 (6.983260786211169) | > loss_mel: 18.611303329467773 (17.994569005192936) | > loss_duration: 1.9147441387176514 (2.020264683543025) | > loss_1: 33.046730041503906 (31.421855617213893) | > grad_norm_1: tensor(106.7787, device='cuda:0') (tensor(94.2048, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3739 (0.36795241123921163) | > loader_time: 0.0034 (0.003614222681200182)  --> TIME: 2024-06-11 11:48:39 -- STEP: 99/330 -- GLOBAL_STEP: 243200 | > loss_disc: 2.2781524658203125 (2.350783109664917) | > loss_disc_real_0: 0.15838328003883362 (0.11257957328449596) | > loss_disc_real_1: 0.18264319002628326 (0.1985179687088186) | > loss_disc_real_2: 0.20117022097110748 (0.21078410293116714) | > loss_disc_real_3: 0.22678713500499725 (0.22950195092143436) | > loss_disc_real_4: 0.19824430346488953 (0.23121728273955258) | > loss_disc_real_5: 0.21556414663791656 (0.22102830054784062) | > loss_0: 2.2781524658203125 (2.350783109664917) | > grad_norm_0: tensor(7.9688, device='cuda:0') (tensor(9.4155, device='cuda:0')) | > loss_gen: 2.5265908241271973 (2.4801992021425816) | > loss_kl: 1.9598520994186401 (1.946384634634461) | > loss_feat: 6.972075462341309 (6.9776652365019824) | > loss_mel: 18.171966552734375 (17.984772364298504) | > loss_duration: 2.0290274620056152 (2.0192606593623306) | > loss_1: 31.65951156616211 (31.40828192354453) | > grad_norm_1: tensor(66.0457, device='cuda:0') (tensor(96.1029, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3668 (0.36908948541891695) | > loader_time: 0.0038 (0.003687771883877841)  --> TIME: 2024-06-11 11:48:49 -- STEP: 124/330 -- GLOBAL_STEP: 243225 | > loss_disc: 2.3756449222564697 (2.352491186511132) | > loss_disc_real_0: 0.0673883855342865 (0.11356276754410036) | > loss_disc_real_1: 0.15160523355007172 (0.19768183209723042) | > loss_disc_real_2: 0.1939200609922409 (0.2110028828103696) | > loss_disc_real_3: 0.22299893200397491 (0.2297076246430797) | > loss_disc_real_4: 0.2278880923986435 (0.2301868785533213) | > loss_disc_real_5: 0.20525439083576202 (0.22070203373028385) | > loss_0: 2.3756449222564697 (2.352491186511132) | > grad_norm_0: tensor(12.1431, device='cuda:0') (tensor(10.2917, device='cuda:0')) | > loss_gen: 2.4126083850860596 (2.4802683764888402) | > loss_kl: 1.9472265243530273 (1.947751638389403) | > loss_feat: 7.018843650817871 (6.991330946645429) | > loss_mel: 18.06341552734375 (17.970430635636855) | > loss_duration: 2.0388221740722656 (2.0218226005954127) | > loss_1: 31.48091697692871 (31.411604081430742) | > grad_norm_1: tensor(48.8002, device='cuda:0') (tensor(107.9996, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3703 (0.37003847668247836) | > loader_time: 0.0038 (0.0037528468716529107)  --> TIME: 2024-06-11 11:48:59 -- STEP: 149/330 -- GLOBAL_STEP: 243250 | > loss_disc: 2.265148639678955 (2.3599183159386548) | > loss_disc_real_0: 0.08269795775413513 (0.11591846785889376) | > loss_disc_real_1: 0.222098708152771 (0.1988627214559773) | > loss_disc_real_2: 0.21760277450084686 (0.21257464607690005) | > loss_disc_real_3: 0.23256245255470276 (0.22986458361948897) | > loss_disc_real_4: 0.22527830302715302 (0.230237988717604) | > loss_disc_real_5: 0.2209094911813736 (0.22142777656948806) | > loss_0: 2.265148639678955 (2.3599183159386548) | > grad_norm_0: tensor(6.2135, device='cuda:0') (tensor(10.7571, device='cuda:0')) | > loss_gen: 2.5300650596618652 (2.474434028535882) | > loss_kl: 1.991165280342102 (1.9535227005913753) | > loss_feat: 6.818009853363037 (6.965954089324747) | > loss_mel: 18.421539306640625 (17.941674213281424) | > loss_duration: 2.0522799491882324 (2.0250962708620417) | > loss_1: 31.813060760498047 (31.36068120098754) | > grad_norm_1: tensor(209.1211, device='cuda:0') (tensor(115.4723, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3797 (0.37224758231399846) | > loader_time: 0.0045 (0.0038451892417549287)  --> TIME: 2024-06-11 11:49:09 -- STEP: 174/330 -- GLOBAL_STEP: 243275 | > loss_disc: 2.3245491981506348 (2.3627547080489406) | > loss_disc_real_0: 0.10701876133680344 (0.11681773269484783) | > loss_disc_real_1: 0.15732353925704956 (0.19905209978078978) | > loss_disc_real_2: 0.18367153406143188 (0.212204997995119) | > loss_disc_real_3: 0.2407202273607254 (0.2301590034160121) | > loss_disc_real_4: 0.22823850810527802 (0.23051898429791132) | > loss_disc_real_5: 0.2454065978527069 (0.22168124869637107) | > loss_0: 2.3245491981506348 (2.3627547080489406) | > grad_norm_0: tensor(18.6970, device='cuda:0') (tensor(11.7329, device='cuda:0')) | > loss_gen: 2.414649486541748 (2.467887175494228) | > loss_kl: 1.9761664867401123 (1.9507531270213512) | > loss_feat: 6.8778076171875 (6.962529793552969) | > loss_mel: 17.625280380249023 (17.900645245080714) | > loss_duration: 2.111543893814087 (2.0296702549375354) | > loss_1: 31.005449295043945 (31.31148548783927) | > grad_norm_1: tensor(232.9791, device='cuda:0') (tensor(123.1179, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3949 (0.37559707548426485) | > loader_time: 0.0053 (0.003966108135793401)  --> TIME: 2024-06-11 11:49:19 -- STEP: 199/330 -- GLOBAL_STEP: 243300 | > loss_disc: 2.380513906478882 (2.3628236804176206) | > loss_disc_real_0: 0.12542855739593506 (0.1177727082117119) | > loss_disc_real_1: 0.18359480798244476 (0.19954854242466208) | > loss_disc_real_2: 0.21857456862926483 (0.2120330504436589) | > loss_disc_real_3: 0.22848497331142426 (0.23017712394196785) | > loss_disc_real_4: 0.24655328691005707 (0.23007033390914974) | > loss_disc_real_5: 0.22337841987609863 (0.22146091591473202) | > loss_0: 2.380513906478882 (2.3628236804176206) | > grad_norm_0: tensor(30.4237, device='cuda:0') (tensor(13.3020, device='cuda:0')) | > loss_gen: 2.5006284713745117 (2.4678459802464623) | > loss_kl: 1.9791258573532104 (1.9518327862773108) | > loss_feat: 7.215329647064209 (6.964996917762948) | > loss_mel: 18.172107696533203 (17.857433031551814) | > loss_duration: 2.1508278846740723 (2.037395573141588) | > loss_1: 32.01802062988281 (31.27950422009032) | > grad_norm_1: tensor(275.6017, device='cuda:0') (tensor(142.4733, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.3936 (0.3785511476909695) | > loader_time: 0.0046 (0.004085220883240052)  --> TIME: 2024-06-11 11:49:30 -- STEP: 224/330 -- GLOBAL_STEP: 243325 | > loss_disc: 2.3183884620666504 (2.365408734551497) | > loss_disc_real_0: 0.10156498849391937 (0.11809110081022871) | > loss_disc_real_1: 0.21625950932502747 (0.19996752935860843) | > loss_disc_real_2: 0.26973119378089905 (0.21273165801540017) | > loss_disc_real_3: 0.23374944925308228 (0.22996888130104967) | > loss_disc_real_4: 0.24400833249092102 (0.2299704390711018) | > loss_disc_real_5: 0.2405547946691513 (0.22215832437255553) | > loss_0: 2.3183884620666504 (2.365408734551497) | > grad_norm_0: tensor(15.3993, device='cuda:0') (tensor(16.2448, device='cuda:0')) | > loss_gen: 2.883035659790039 (2.476011162357671) | > loss_kl: 2.079124927520752 (1.9577630683779716) | > loss_feat: 6.947469234466553 (6.980388179421425) | > loss_mel: 17.24716567993164 (17.848293176719142) | > loss_duration: 2.1529412269592285 (2.044938912349089) | > loss_1: 31.309736251831055 (31.307394461972372) | > grad_norm_1: tensor(272.4204, device='cuda:0') (tensor(165.3112, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.4216 (0.3818226765309061) | > loader_time: 0.0054 (0.004203201404639653)  --> TIME: 2024-06-11 11:49:40 -- STEP: 249/330 -- GLOBAL_STEP: 243350 | > loss_disc: 2.348426342010498 (2.367401837345107) | > loss_disc_real_0: 0.10860665142536163 (0.11893787650937536) | > loss_disc_real_1: 0.20336106419563293 (0.2001349930183955) | > loss_disc_real_2: 0.2167971134185791 (0.21311995710235043) | > loss_disc_real_3: 0.2090659737586975 (0.22990267780650572) | > loss_disc_real_4: 0.18927761912345886 (0.22949441004709067) | > loss_disc_real_5: 0.20692512392997742 (0.22199998377078028) | > loss_0: 2.348426342010498 (2.367401837345107) | > grad_norm_0: tensor(62.9314, device='cuda:0') (tensor(19.2677, device='cuda:0')) | > loss_gen: 2.261038064956665 (2.481077001755496) | > loss_kl: 1.9279992580413818 (1.9595374046080563) | > loss_feat: 6.791604995727539 (6.98536629274667) | > loss_mel: 18.11444854736328 (17.824018179652224) | > loss_duration: 2.1201653480529785 (2.053165556436562) | > loss_1: 31.215255737304688 (31.303164432326472) | > grad_norm_1: tensor(290.2518, device='cuda:0') (tensor(190.0674, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.4244 (0.38557117626848947) | > loader_time: 0.0057 (0.004341994902216285)  --> TIME: 2024-06-11 11:49:51 -- STEP: 274/330 -- GLOBAL_STEP: 243375 | > loss_disc: 2.3460938930511475 (2.365895123377333) | > loss_disc_real_0: 0.14549461007118225 (0.11916078752192268) | > loss_disc_real_1: 0.2107911854982376 (0.20020405572913863) | > loss_disc_real_2: 0.1814921796321869 (0.21308471572442647) | > loss_disc_real_3: 0.27043986320495605 (0.23023492021717296) | > loss_disc_real_4: 0.25206276774406433 (0.22933920108488878) | > loss_disc_real_5: 0.26131966710090637 (0.22204766803196746) | > loss_0: 2.3460938930511475 (2.365895123377333) | > grad_norm_0: tensor(63.7576, device='cuda:0') (tensor(21.5748, device='cuda:0')) | > loss_gen: 2.6364634037017822 (2.4870624307298312) | > loss_kl: 1.939415693283081 (1.962317360143592) | > loss_feat: 7.288754940032959 (7.00060801262403) | > loss_mel: 16.358373641967773 (17.78627676859391) | > loss_duration: 2.138460636138916 (2.0610864980377435) | > loss_1: 30.361467361450195 (31.297351099278806) | > grad_norm_1: tensor(727.7466, device='cuda:0') (tensor(213.0589, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.4536 (0.3902554381502806) | > loader_time: 0.0061 (0.004489962201918997)  --> TIME: 2024-06-11 11:50:03 -- STEP: 299/330 -- GLOBAL_STEP: 243400 | > loss_disc: 2.2816483974456787 (2.3665299367745183) | > loss_disc_real_0: 0.13011278212070465 (0.11896779662290943) | > loss_disc_real_1: 0.17159780859947205 (0.20043920772928855) | > loss_disc_real_2: 0.24107198417186737 (0.21318255494470184) | > loss_disc_real_3: 0.22199667990207672 (0.23011795433867335) | > loss_disc_real_4: 0.21452437341213226 (0.2294316799146276) | > loss_disc_real_5: 0.21592427790164948 (0.22221718977725624) | > loss_0: 2.2816483974456787 (2.3665299367745183) | > grad_norm_0: tensor(61.8358, device='cuda:0') (tensor(23.2235, device='cuda:0')) | > loss_gen: 2.455232858657837 (2.4841419797278568) | > loss_kl: 1.906601071357727 (1.9625737906299705) | > loss_feat: 7.036386966705322 (7.011972786192112) | > loss_mel: 17.761093139648438 (17.73833956128381) | > loss_duration: 2.2290267944335938 (2.071244787611691) | > loss_1: 31.388341903686523 (31.268272948504293) | > grad_norm_1: tensor(434.0739, device='cuda:0') (tensor(233.3596, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.4724 (0.39585370124383124) | > loader_time: 0.007 (0.004667426431458129)  --> TIME: 2024-06-11 11:50:17 -- STEP: 324/330 -- GLOBAL_STEP: 243425 | > loss_disc: 2.345081329345703 (2.3689304958155124) | > loss_disc_real_0: 0.11727435886859894 (0.11956627650853292) | > loss_disc_real_1: 0.2169591635465622 (0.2011578866269117) | > loss_disc_real_2: 0.20562976598739624 (0.21333954855799675) | > loss_disc_real_3: 0.26421788334846497 (0.23007325087616473) | > loss_disc_real_4: 0.2637958824634552 (0.22942607840638102) | > loss_disc_real_5: 0.23507900536060333 (0.22222434959293882) | > loss_0: 2.345081329345703 (2.3689304958155124) | > grad_norm_0: tensor(35.2481, device='cuda:0') (tensor(24.1872, device='cuda:0')) | > loss_gen: 2.5031230449676514 (2.481101513644795) | > loss_kl: 2.046079397201538 (1.9678616840162395) | > loss_feat: 9.382566452026367 (7.066618373364578) | > loss_mel: 18.08905792236328 (17.70099470939166) | > loss_duration: 2.2714219093322754 (2.085096903789192) | > loss_1: 34.29225158691406 (31.301673253377277) | > grad_norm_1: tensor(572.5906, device='cuda:0') (tensor(247.2040, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.5829 (0.4069893875239809) | > loader_time: 0.0088 (0.004920019043816461)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.431118965148926 (2.431118965148926) | > loss_disc_real_0: 0.08928783237934113 (0.08928783237934113) | > loss_disc_real_1: 0.2541694641113281 (0.2541694641113281) | > loss_disc_real_2: 0.2561594843864441 (0.2561594843864441) | > loss_disc_real_3: 0.24774722754955292 (0.24774722754955292) | > loss_disc_real_4: 0.26090189814567566 (0.26090189814567566) | > loss_disc_real_5: 0.24026571214199066 (0.24026571214199066) | > loss_0: 2.431118965148926 (2.431118965148926) | > loss_gen: 2.412532091140747 (2.412532091140747) | > loss_kl: 2.076878309249878 (2.076878309249878) | > loss_feat: 6.6568193435668945 (6.6568193435668945) | > loss_mel: 17.351831436157227 (17.351831436157227) | > loss_duration: 2.989621639251709 (2.989621639251709) | > loss_1: 31.48768424987793 (31.48768424987793)  --> STEP: 1 | > loss_disc: 2.078991651535034 (2.078991651535034) | > loss_disc_real_0: 0.06133516877889633 (0.06133516877889633) | > loss_disc_real_1: 0.15131248533725739 (0.15131248533725739) | > loss_disc_real_2: 0.16157473623752594 (0.16157473623752594) | > loss_disc_real_3: 0.2043713480234146 (0.2043713480234146) | > loss_disc_real_4: 0.2582729458808899 (0.2582729458808899) | > loss_disc_real_5: 0.19702444970607758 (0.19702444970607758) | > loss_0: 2.078991651535034 (2.078991651535034) | > loss_gen: 2.5565414428710938 (2.5565414428710938) | > loss_kl: 2.8257853984832764 (2.8257853984832764) | > loss_feat: 8.292372703552246 (8.292372703552246) | > loss_mel: 18.65056037902832 (18.65056037902832) | > loss_duration: 2.4092297554016113 (2.4092297554016113) | > loss_1: 34.73448944091797 (34.73448944091797)  --> STEP: 2 | > loss_disc: 2.6305267810821533 (2.3547592163085938) | > loss_disc_real_0: 0.12020114809274673 (0.09076815843582153) | > loss_disc_real_1: 0.22929956018924713 (0.19030602276325226) | > loss_disc_real_2: 0.3041667938232422 (0.23287076503038406) | > loss_disc_real_3: 0.2372545450925827 (0.22081294655799866) | > loss_disc_real_4: 0.26777851581573486 (0.2630257308483124) | > loss_disc_real_5: 0.2826085090637207 (0.23981647938489914) | > loss_0: 2.6305267810821533 (2.3547592163085938) | > loss_gen: 2.3386216163635254 (2.4475815296173096) | > loss_kl: 2.6368167400360107 (2.7313010692596436) | > loss_feat: 5.363709449768066 (6.828041076660156) | > loss_mel: 17.838361740112305 (18.244461059570312) | > loss_duration: 2.488114356994629 (2.44867205619812) | > loss_1: 30.66562271118164 (32.700056076049805)  --> STEP: 3 | > loss_disc: 2.170142650604248 (2.293220361073812) | > loss_disc_real_0: 0.03664545714855194 (0.07272725800673167) | > loss_disc_real_1: 0.20959924161434174 (0.19673709571361542) | > loss_disc_real_2: 0.16324765980243683 (0.20966306328773499) | > loss_disc_real_3: 0.22155159711837769 (0.22105916341145834) | > loss_disc_real_4: 0.23791298270225525 (0.25465481479962665) | > loss_disc_real_5: 0.267351359128952 (0.24899477263291678) | > loss_0: 2.170142650604248 (2.293220361073812) | > loss_gen: 2.437408208847046 (2.444190422693888) | > loss_kl: 3.7074787616729736 (3.0566936333974204) | > loss_feat: 7.20249080657959 (6.952857653299968) | > loss_mel: 18.373098373413086 (18.28734016418457) | > loss_duration: 2.326718330383301 (2.408020814259847) | > loss_1: 34.04719543457031 (33.149102528889976)  --> STEP: 4 | > loss_disc: 2.4683332443237305 (2.3369985818862915) | > loss_disc_real_0: 0.22972021996974945 (0.11197549849748611) | > loss_disc_real_1: 0.1394176483154297 (0.18240723386406898) | > loss_disc_real_2: 0.25639426708221436 (0.22134586423635483) | > loss_disc_real_3: 0.2827994227409363 (0.23649422824382782) | > loss_disc_real_4: 0.2013951689004898 (0.24133990332484245) | > loss_disc_real_5: 0.24259112775325775 (0.24739386141300201) | > loss_0: 2.4683332443237305 (2.3369985818862915) | > loss_gen: 2.6040124893188477 (2.484145939350128) | > loss_kl: 3.0186843872070312 (3.047191321849823) | > loss_feat: 7.3208909034729 (7.044865965843201) | > loss_mel: 18.054004669189453 (18.22900629043579) | > loss_duration: 2.30551815032959 (2.3823951482772827) | > loss_1: 33.3031120300293 (33.187604904174805)  --> STEP: 5 | > loss_disc: 2.341970682144165 (2.3379930019378663) | > loss_disc_real_0: 0.10848832130432129 (0.11127806305885315) | > loss_disc_real_1: 0.13714471459388733 (0.17335473001003265) | > loss_disc_real_2: 0.23098646104335785 (0.22327398359775544) | > loss_disc_real_3: 0.30597150325775146 (0.25038968324661254) | > loss_disc_real_4: 0.25795963406562805 (0.24466384947299957) | > loss_disc_real_5: 0.2101534754037857 (0.23994578421115875) | > loss_0: 2.341970682144165 (2.3379930019378663) | > loss_gen: 2.37669038772583 (2.4626548290252686) | > loss_kl: 3.0145585536956787 (3.0406647682189942) | > loss_feat: 6.306631565093994 (6.89721908569336) | > loss_mel: 19.663585662841797 (18.515922164916994) | > loss_duration: 2.436821937561035 (2.393280506134033) | > loss_1: 33.79828643798828 (33.3097412109375)  --> STEP: 6 | > loss_disc: 2.584808111190796 (2.379128853480021) | > loss_disc_real_0: 0.09851117432117462 (0.10915024826924007) | > loss_disc_real_1: 0.1498725861310959 (0.16944103936354318) | > loss_disc_real_2: 0.2376324087381363 (0.22566705445448557) | > loss_disc_real_3: 0.2683342397212982 (0.2533804426590602) | > loss_disc_real_4: 0.23483622074127197 (0.24302591135104498) | > loss_disc_real_5: 0.2875637710094452 (0.24788211534420648) | > loss_0: 2.584808111190796 (2.379128853480021) | > loss_gen: 2.080073833465576 (2.39889132976532) | > loss_kl: 2.5327954292297363 (2.956019878387451) | > loss_feat: 6.5665202140808105 (6.842102607091268) | > loss_mel: 18.726360321044922 (18.550995190938313) | > loss_duration: 2.197916030883789 (2.3607197602589927) | > loss_1: 32.103668212890625 (33.10872904459635)  --> STEP: 7 | > loss_disc: 2.2585957050323486 (2.3619098322732106) | > loss_disc_real_0: 0.058224886655807495 (0.10187519661017827) | > loss_disc_real_1: 0.21063248813152313 (0.17532553204468318) | > loss_disc_real_2: 0.21244727075099945 (0.22377851392541612) | > loss_disc_real_3: 0.23201367259025574 (0.25032804693494526) | > loss_disc_real_4: 0.2539449632167816 (0.24458577590329306) | > loss_disc_real_5: 0.264239102602005 (0.2502188278096063) | > loss_0: 2.2585957050323486 (2.3619098322732106) | > loss_gen: 2.3631277084350586 (2.393782241003854) | > loss_kl: 4.0278801918029785 (3.109142780303955) | > loss_feat: 5.024047374725342 (6.582380431038993) | > loss_mel: 17.14959716796875 (18.35079547337123) | > loss_duration: 2.533597469329834 (2.3854165758405412) | > loss_1: 31.098249435424805 (32.82151767185756)  --> STEP: 8 | > loss_disc: 2.3727188110351562 (2.363260954618454) | > loss_disc_real_0: 0.061889272183179855 (0.09687695605680346) | > loss_disc_real_1: 0.13143235445022583 (0.16983888484537601) | > loss_disc_real_2: 0.22314023971557617 (0.22369872964918613) | > loss_disc_real_3: 0.24941304326057434 (0.2502136714756489) | > loss_disc_real_4: 0.152238130569458 (0.23304232023656368) | > loss_disc_real_5: 0.18002192676067352 (0.2414442151784897) | > loss_0: 2.3727188110351562 (2.363260954618454) | > loss_gen: 1.9988977909088135 (2.344421684741974) | > loss_kl: 3.1400725841522217 (3.1130090057849884) | > loss_feat: 7.790849208831787 (6.733439028263092) | > loss_mel: 16.203401565551758 (18.0823712348938) | > loss_duration: 2.241158962249756 (2.367384374141693) | > loss_1: 31.374380111694336 (32.64062547683716)  --> STEP: 9 | > loss_disc: 2.493415355682373 (2.377722554736667) | > loss_disc_real_0: 0.16673777997493744 (0.10463926982548502) | > loss_disc_real_1: 0.1104860007762909 (0.163244119948811) | > loss_disc_real_2: 0.2874119281768799 (0.23077797393004099) | > loss_disc_real_3: 0.33705997467041016 (0.25986326071951127) | > loss_disc_real_4: 0.24771656095981598 (0.23467279142803615) | > loss_disc_real_5: 0.3523254692554474 (0.2537643545203739) | > loss_0: 2.493415355682373 (2.377722554736667) | > loss_gen: 2.705773115158081 (2.384571843677097) | > loss_kl: 2.1005938053131104 (3.0005184279547796) | > loss_feat: 9.354254722595215 (7.024640772077772) | > loss_mel: 18.989099502563477 (18.18311882019043) | > loss_duration: 2.1634411811828613 (2.3447240193684897) | > loss_1: 35.31315994262695 (32.937573750813804)  --> STEP: 10 | > loss_disc: 2.545198917388916 (2.394470191001892) | > loss_disc_real_0: 0.07991057634353638 (0.10216640047729016) | > loss_disc_real_1: 0.13720707595348358 (0.16064041554927827) | > loss_disc_real_2: 0.17634497582912445 (0.22533467411994934) | > loss_disc_real_3: 0.23994144797325134 (0.25787107944488524) | > loss_disc_real_4: 0.2579851746559143 (0.23700402975082396) | > loss_disc_real_5: 0.27562543749809265 (0.25595046281814576) | > loss_0: 2.545198917388916 (2.394470191001892) | > loss_gen: 1.9476726055145264 (2.34088191986084) | > loss_kl: 2.46213436126709 (2.946680021286011) | > loss_feat: 5.160585403442383 (6.838235235214233) | > loss_mel: 16.091047286987305 (17.973911666870116) | > loss_duration: 2.324761390686035 (2.3427277565002442) | > loss_1: 27.986202239990234 (32.442436599731444)  --> STEP: 11 | > loss_disc: 2.314694881439209 (2.387217890132557) | > loss_disc_real_0: 0.08727611601352692 (0.10081273825331168) | > loss_disc_real_1: 0.19670109450817108 (0.1639186590909958) | > loss_disc_real_2: 0.25715357065200806 (0.2282273010774092) | > loss_disc_real_3: 0.31429946422576904 (0.26300093260678375) | > loss_disc_real_4: 0.19190147519111633 (0.2329037975181233) | > loss_disc_real_5: 0.2892751097679138 (0.2589799761772156) | > loss_0: 2.314694881439209 (2.387217890132557) | > loss_gen: 2.678746223449707 (2.371596856550737) | > loss_kl: 3.967928886413574 (3.0395208272066983) | > loss_feat: 6.545705795288086 (6.811641649766401) | > loss_mel: 18.17030143737793 (17.991765282370828) | > loss_duration: 2.4687857627868652 (2.3541875752535733) | > loss_1: 33.83146667480469 (32.56871206110174)  --> STEP: 12 | > loss_disc: 2.470874071121216 (2.394189238548279) | > loss_disc_real_0: 0.1095355898141861 (0.10153964255005121) | > loss_disc_real_1: 0.17122788727283478 (0.16452776143948236) | > loss_disc_real_2: 0.21728047728538513 (0.22731506576140723) | > loss_disc_real_3: 0.2730681002140045 (0.2638398632407188) | > loss_disc_real_4: 0.15398791432380676 (0.2263274739185969) | > loss_disc_real_5: 0.2562366724014282 (0.2587513675292333) | > loss_0: 2.470874071121216 (2.394189238548279) | > loss_gen: 2.1044561862945557 (2.3493351340293884) | > loss_kl: 2.5093436241149902 (2.9953393936157227) | > loss_feat: 5.558439254760742 (6.707208116849263) | > loss_mel: 16.860910415649414 (17.89752737681071) | > loss_duration: 2.278407573699951 (2.347872575124105) | > loss_1: 29.31155776977539 (32.29728253682455)  --> STEP: 13 | > loss_disc: 2.346283435821533 (2.3905041768000674) | > loss_disc_real_0: 0.1171066164970398 (0.10273710208443496) | > loss_disc_real_1: 0.17154207825660706 (0.1650673242715689) | > loss_disc_real_2: 0.2222372591495514 (0.2269244652528029) | > loss_disc_real_3: 0.3027113676071167 (0.2668299789612109) | > loss_disc_real_4: 0.2726283371448517 (0.22988907878215498) | > loss_disc_real_5: 0.26306381821632385 (0.2590830945051633) | > loss_0: 2.346283435821533 (2.3905041768000674) | > loss_gen: 2.526453971862793 (2.3629596600165734) | > loss_kl: 3.033374786376953 (2.998265193058894) | > loss_feat: 5.855345726013184 (6.6416802406311035) | > loss_mel: 17.756614685058594 (17.886687938983624) | > loss_duration: 2.211643695831299 (2.33739343056312) | > loss_1: 31.383434295654297 (32.22698651827299)  --> STEP: 14 | > loss_disc: 2.3525044918060303 (2.3877899135862077) | > loss_disc_real_0: 0.09219808876514435 (0.10198431541877133) | > loss_disc_real_1: 0.1310053914785385 (0.1626343290720667) | > loss_disc_real_2: 0.17765666544437408 (0.223405336695058) | > loss_disc_real_3: 0.2793777883052826 (0.26772625105721604) | > loss_disc_real_4: 0.24239416420459747 (0.2307822991694723) | > loss_disc_real_5: 0.22468975186347961 (0.25662642717361445) | > loss_0: 2.3525044918060303 (2.3877899135862077) | > loss_gen: 2.194673538208008 (2.350939222744533) | > loss_kl: 3.349276065826416 (3.0233373982565745) | > loss_feat: 6.294551849365234 (6.616885355540684) | > loss_mel: 20.15921401977539 (18.04901123046875) | > loss_duration: 2.3628969192504883 (2.339215108326503) | > loss_1: 34.36061096191406 (32.379388264247346)  --> STEP: 15 | > loss_disc: 2.5981462001800537 (2.4018136660257974) | > loss_disc_real_0: 0.18703071773052216 (0.10765407557288806) | > loss_disc_real_1: 0.1698438674211502 (0.16311496496200562) | > loss_disc_real_2: 0.33324718475341797 (0.23072812656561534) | > loss_disc_real_3: 0.3175129294395447 (0.27104536294937126) | > loss_disc_real_4: 0.23887541890144348 (0.23132184048493704) | > loss_disc_real_5: 0.24739666283130646 (0.2560111095507939) | > loss_0: 2.5981462001800537 (2.4018136660257974) | > loss_gen: 2.3933544158935547 (2.353766902287801) | > loss_kl: 3.782000780105591 (3.073914957046509) | > loss_feat: 6.965961933135986 (6.6401571273803714) | > loss_mel: 17.91204071044922 (18.039879862467448) | > loss_duration: 2.369058132171631 (2.3412046432495117) | > loss_1: 33.42241668701172 (32.44892349243164)  --> STEP: 16 | > loss_disc: 2.641547203063965 (2.416797012090683) | > loss_disc_real_0: 0.1530751883983612 (0.11049289512448013) | > loss_disc_real_1: 0.20193473994731903 (0.1655412008985877) | > loss_disc_real_2: 0.274051308631897 (0.23343582544475794) | > loss_disc_real_3: 0.3116862177848816 (0.2735854163765907) | > loss_disc_real_4: 0.2254016101360321 (0.23095182608813047) | > loss_disc_real_5: 0.24715612828731537 (0.25545767322182655) | > loss_0: 2.641547203063965 (2.416797012090683) | > loss_gen: 2.1182990074157715 (2.3390501588582993) | > loss_kl: 2.770443916320801 (3.054948017001152) | > loss_feat: 5.956277370452881 (6.597414642572403) | > loss_mel: 16.146381378173828 (17.921536207199097) | > loss_duration: 2.4130420684814453 (2.3456944823265076) | > loss_1: 29.404443740844727 (32.25864350795746)  --> STEP: 17 | > loss_disc: 2.6395761966705322 (2.4299016700071445) | > loss_disc_real_0: 0.22383567690849304 (0.11716011758236324) | > loss_disc_real_1: 0.18685808777809143 (0.16679513542091146) | > loss_disc_real_2: 0.3296089172363281 (0.23909306613837972) | > loss_disc_real_3: 0.32889652252197266 (0.2768390108557308) | > loss_disc_real_4: 0.2923520803451538 (0.23456360575030832) | > loss_disc_real_5: 0.338618665933609 (0.26034949632251964) | > loss_0: 2.6395761966705322 (2.4299016700071445) | > loss_gen: 2.7290198802948 (2.361989554236917) | > loss_kl: 2.5486772060394287 (3.0251673810622273) | > loss_feat: 6.412605285644531 (6.586543503929587) | > loss_mel: 16.704259872436523 (17.849931716918945) | > loss_duration: 2.409057140350342 (2.34942169750438) | > loss_1: 30.803619384765625 (32.17305385365206)  --> STEP: 18 | > loss_disc: 2.141711950302124 (2.4138911300235324) | > loss_disc_real_0: 0.03989872708916664 (0.11286781811051899) | > loss_disc_real_1: 0.090017169713974 (0.16252969288163716) | > loss_disc_real_2: 0.2927135229110718 (0.24207198040352929) | > loss_disc_real_3: 0.21548914909362793 (0.2734306852022807) | > loss_disc_real_4: 0.20402778685092926 (0.2328671713670095) | > loss_disc_real_5: 0.22389918565750122 (0.25832447906335193) | > loss_0: 2.141711950302124 (2.4138911300235324) | > loss_gen: 2.421766996383667 (2.3653105232450695) | > loss_kl: 1.8210713863372803 (2.9582731591330633) | > loss_feat: 9.140528678894043 (6.72843156920539) | > loss_mel: 19.645549774169922 (17.94968827565511) | > loss_duration: 2.2686550617218018 (2.344934662183126) | > loss_1: 35.29757308959961 (32.34663825564914)  --> STEP: 19 | > loss_disc: 2.7584102153778076 (2.432023713463231) | > loss_disc_real_0: 0.20659217238426208 (0.11780067886176862) | > loss_disc_real_1: 0.19551892578601837 (0.16426596829765722) | > loss_disc_real_2: 0.25991445779800415 (0.24301105816113322) | > loss_disc_real_3: 0.2957835793495178 (0.2746071533152932) | > loss_disc_real_4: 0.30236682295799255 (0.2365250477665349) | > loss_disc_real_5: 0.3205651044845581 (0.26160030145394175) | > loss_0: 2.7584102153778076 (2.432023713463231) | > loss_gen: 2.1764626502990723 (2.3553711615110697) | > loss_kl: 2.279857873916626 (2.922567091490093) | > loss_feat: 3.9002459049224854 (6.579579692137869) | > loss_mel: 15.78545093536377 (17.835781047218724) | > loss_duration: 2.3189749717712402 (2.3435683626877633) | > loss_1: 26.46099281311035 (32.036867442883946)  --> STEP: 20 | > loss_disc: 2.3296728134155273 (2.426906168460846) | > loss_disc_real_0: 0.15898895263671875 (0.11986009255051613) | > loss_disc_real_1: 0.13844405114650726 (0.16297487244009973) | > loss_disc_real_2: 0.23189979791641235 (0.24245549514889717) | > loss_disc_real_3: 0.27284207940101624 (0.2745188996195793) | > loss_disc_real_4: 0.2653425633907318 (0.23796592354774476) | > loss_disc_real_5: 0.22964248061180115 (0.2600024104118347) | > loss_0: 2.3296728134155273 (2.426906168460846) | > loss_gen: 2.4338414669036865 (2.3592946767807006) | > loss_kl: 1.957414984703064 (2.8743094861507417) | > loss_feat: 6.112907886505127 (6.556246101856232) | > loss_mel: 17.79846954345703 (17.83391547203064) | > loss_duration: 2.3043551445007324 (2.341607701778412) | > loss_1: 30.606990814208984 (31.965373611450197)  --> STEP: 21 | > loss_disc: 2.4268033504486084 (2.426901272365025) | > loss_disc_real_0: 0.07709892094135284 (0.11782384628341311) | > loss_disc_real_1: 0.19454851746559143 (0.1644783793460755) | > loss_disc_real_2: 0.20924782752990723 (0.240874177643231) | > loss_disc_real_3: 0.2474241852760315 (0.2732286751270294) | > loss_disc_real_4: 0.22522050142288208 (0.23735899868465604) | > loss_disc_real_5: 0.17881125211715698 (0.25613616477875484) | > loss_0: 2.4268033504486084 (2.426901272365025) | > loss_gen: 2.085968017578125 (2.346279121580578) | > loss_kl: 3.2775352001190186 (2.8935107106254216) | > loss_feat: 6.050292015075684 (6.532153050104777) | > loss_mel: 14.552560806274414 (17.67766048794701) | > loss_duration: 2.124070167541504 (2.3312487715766546) | > loss_1: 28.09042739868164 (31.780852363223122)  --> STEP: 22 | > loss_disc: 2.5970940589904785 (2.4346373081207275) | > loss_disc_real_0: 0.12259777635335922 (0.1180408431047743) | > loss_disc_real_1: 0.1742231249809265 (0.16492132232947784) | > loss_disc_real_2: 0.20568081736564636 (0.23927447944879532) | > loss_disc_real_3: 0.23701199889183044 (0.27158246257088403) | > loss_disc_real_4: 0.2391018122434616 (0.23743821748278357) | > loss_disc_real_5: 0.26845699548721313 (0.2566962025382302) | > loss_0: 2.5970940589904785 (2.4346373081207275) | > loss_gen: 2.0681214332580566 (2.333635590293191) | > loss_kl: 2.039698839187622 (2.8547010801055217) | > loss_feat: 5.419850826263428 (6.481593858111989) | > loss_mel: 16.064922332763672 (17.604354208165947) | > loss_duration: 2.187209367752075 (2.3247015259482646) | > loss_1: 27.779802322387695 (31.598986452276055)  --> STEP: 23 | > loss_disc: 2.4106156826019287 (2.43359288961991) | > loss_disc_real_0: 0.21072037518024445 (0.12207038797762083) | > loss_disc_real_1: 0.18430748581886292 (0.16576419900292938) | > loss_disc_real_2: 0.24269051849842072 (0.23942300288573556) | > loss_disc_real_3: 0.25714191794395447 (0.2709546128044958) | > loss_disc_real_4: 0.23673030734062195 (0.23740743878095047) | > loss_disc_real_5: 0.21156372129917145 (0.25473392074522766) | > loss_0: 2.4106156826019287 (2.43359288961991) | > loss_gen: 2.480619430541992 (2.340026192043139) | > loss_kl: 2.1845109462738037 (2.825562378634577) | > loss_feat: 5.331142425537109 (6.4315742306087325) | > loss_mel: 18.26588249206543 (17.633116307465922) | > loss_duration: 2.2857308387756348 (2.323007148245107) | > loss_1: 30.54788589477539 (31.5532864280369)  --> STEP: 24 | > loss_disc: 2.336193561553955 (2.4295345842838287) | > loss_disc_real_0: 0.10117126256227493 (0.12119959108531475) | > loss_disc_real_1: 0.12063968181610107 (0.16388401078681153) | > loss_disc_real_2: 0.18873383104801178 (0.23731095405916372) | > loss_disc_real_3: 0.2723182141780853 (0.27101142952839535) | > loss_disc_real_4: 0.24636761844158173 (0.23778077960014343) | > loss_disc_real_5: 0.23071588575839996 (0.25373316928744316) | > loss_0: 2.336193561553955 (2.4295345842838287) | > loss_gen: 2.2214603424072266 (2.3350859483083095) | > loss_kl: 2.1915159225463867 (2.7991437762975693) | > loss_feat: 5.861427307128906 (6.407818108797073) | > loss_mel: 18.61716651916504 (17.674118399620053) | > loss_duration: 2.3962810039520264 (2.3260602255662284) | > loss_1: 31.28784942626953 (31.542226552963257)  --> STEP: 25 | > loss_disc: 2.7824180126190186 (2.4436499214172365) | > loss_disc_real_0: 0.17656591534614563 (0.12341424405574798) | > loss_disc_real_1: 0.25412458181381226 (0.16749363362789155) | > loss_disc_real_2: 0.22737133502960205 (0.23691336929798126) | > loss_disc_real_3: 0.27124595642089844 (0.27102081060409544) | > loss_disc_real_4: 0.24332574009895325 (0.23800257802009583) | > loss_disc_real_5: 0.2520337402820587 (0.25366519212722777) | > loss_0: 2.7824180126190186 (2.4436499214172365) | > loss_gen: 1.9165630340576172 (2.3183450317382817) | > loss_kl: 2.4518003463745117 (2.785250039100647) | > loss_feat: 5.939953327178955 (6.389103517532349) | > loss_mel: 16.137659072875977 (17.612660026550287) | > loss_duration: 2.338124990463257 (2.3265428161621093) | > loss_1: 28.784101486206055 (31.43190155029297)  --> STEP: 26 | > loss_disc: 2.423341751098633 (2.442868837943444) | > loss_disc_real_0: 0.09424753487110138 (0.1222924475486462) | > loss_disc_real_1: 0.15202777087688446 (0.1668987927528528) | > loss_disc_real_2: 0.1623239815235138 (0.23404454669127098) | > loss_disc_real_3: 0.27598828077316284 (0.2712118671490596) | > loss_disc_real_4: 0.1557426005601883 (0.2348387327331763) | > loss_disc_real_5: 0.19971928000450134 (0.2515903493532768) | > loss_0: 2.423341751098633 (2.442868837943444) | > loss_gen: 2.2001466751098633 (2.313798941098727) | > loss_kl: 2.3842382431030273 (2.769826508485354) | > loss_feat: 11.872542381286621 (6.6000050122921285) | > loss_mel: 18.186864852905273 (17.634744827563942) | > loss_duration: 2.295583724975586 (2.3253520818857045) | > loss_1: 36.93937683105469 (31.64372752262996) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024538406958946814 (-1.100393442008546e-07) | > avg_loss_disc: 2.442868837943444 (+0.028095492949852474) | > avg_loss_disc_real_0: 0.1222924475486462 (-0.05406576796219899) | > avg_loss_disc_real_1: 0.1668987927528528 (-0.047076137306598514) | > avg_loss_disc_real_2: 0.23404454669127098 (-0.02963035611005929) | > avg_loss_disc_real_3: 0.2712118671490596 (+0.004775827320722459) | > avg_loss_disc_real_4: 0.2348387327331763 (-0.03603130292433959) | > avg_loss_disc_real_5: 0.2515903493532768 (+0.0012872253472988593) | > avg_loss_0: 2.442868837943444 (+0.028095492949852474) | > avg_loss_gen: 2.313798941098727 (-0.36677911648383477) | > avg_loss_kl: 2.769826508485354 (+0.14415221947890045) | > avg_loss_feat: 6.6000050122921285 (-0.39941245775956347) | > avg_loss_mel: 17.634744827563942 (-0.5242715982290456) | > avg_loss_duration: 2.3253520818857045 (-0.007673336909368) | > avg_loss_1: 31.64372752262996 (-1.153984436622025)  > EPOCH: 471/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:50:40)   --> TIME: 2024-06-11 11:50:48 -- STEP: 19/330 -- GLOBAL_STEP: 243450 | > loss_disc: 2.384455442428589 (2.3408828785544946) | > loss_disc_real_0: 0.12440439313650131 (0.11058297047489568) | > loss_disc_real_1: 0.20214194059371948 (0.20925980649496378) | > loss_disc_real_2: 0.21839794516563416 (0.20951133495882937) | > loss_disc_real_3: 0.22668486833572388 (0.22682388989548935) | > loss_disc_real_4: 0.23876672983169556 (0.2292345675982927) | > loss_disc_real_5: 0.26141661405563354 (0.22404892428925163) | > loss_0: 2.384455442428589 (2.3408828785544946) | > grad_norm_0: tensor(7.6960, device='cuda:0') (tensor(9.4153, device='cuda:0')) | > loss_gen: 2.467575788497925 (2.4995511080089368) | > loss_kl: 1.7679980993270874 (1.9004428574913426) | > loss_feat: 7.022621154785156 (6.8992417486090405) | > loss_mel: 16.893095016479492 (18.302136371010228) | > loss_duration: 2.0251049995422363 (2.1018938830024316) | > loss_1: 30.176393508911133 (31.703266143798828) | > grad_norm_1: tensor(108.0465, device='cuda:0') (tensor(110.5455, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3561 (0.35285747678656326) | > loader_time: 0.0032 (0.0031310006191855983)  --> TIME: 2024-06-11 11:50:57 -- STEP: 44/330 -- GLOBAL_STEP: 243475 | > loss_disc: 2.2894792556762695 (2.327026172117753) | > loss_disc_real_0: 0.06832166016101837 (0.1091230535371737) | > loss_disc_real_1: 0.18483921885490417 (0.19991156695918602) | > loss_disc_real_2: 0.2469375878572464 (0.2089251046153632) | > loss_disc_real_3: 0.2138899713754654 (0.2261553481221199) | > loss_disc_real_4: 0.18965554237365723 (0.2259513640945608) | > loss_disc_real_5: 0.1729583442211151 (0.22019261528145184) | > loss_0: 2.2894792556762695 (2.327026172117753) | > grad_norm_0: tensor(12.7542, device='cuda:0') (tensor(11.2635, device='cuda:0')) | > loss_gen: 2.450568199157715 (2.5034628131172876) | > loss_kl: 1.9578064680099487 (1.9141529175368222) | > loss_feat: 7.5374627113342285 (7.041017543185841) | > loss_mel: 18.785381317138672 (18.04441434686834) | > loss_duration: 1.935359239578247 (2.0450234088030723) | > loss_1: 32.66658020019531 (31.5480712110346) | > grad_norm_1: tensor(46.4398, device='cuda:0') (tensor(121.4228, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3524 (0.3537100011652166) | > loader_time: 0.0033 (0.0033183585513721814)  --> TIME: 2024-06-11 11:51:06 -- STEP: 69/330 -- GLOBAL_STEP: 243500 | > loss_disc: 2.3566367626190186 (2.3312630584274503) | > loss_disc_real_0: 0.0984969288110733 (0.11045274753933368) | > loss_disc_real_1: 0.20599691569805145 (0.20031320076921713) | > loss_disc_real_2: 0.2234025001525879 (0.20886676985284555) | > loss_disc_real_3: 0.24424393475055695 (0.22544976636983347) | > loss_disc_real_4: 0.2404930144548416 (0.22759285439615665) | > loss_disc_real_5: 0.22529812157154083 (0.21967689153076947) | > loss_0: 2.3566367626190186 (2.3312630584274503) | > grad_norm_0: tensor(14.4732, device='cuda:0') (tensor(12.0996, device='cuda:0')) | > loss_gen: 2.5004992485046387 (2.4964528187461523) | > loss_kl: 1.9911935329437256 (1.9140884219736294) | > loss_feat: 6.709084987640381 (7.022099577862282) | > loss_mel: 16.373001098632812 (17.968136497165847) | > loss_duration: 1.9576897621154785 (2.02747380906257) | > loss_1: 29.531469345092773 (31.428251128265824) | > grad_norm_1: tensor(279.6122, device='cuda:0') (tensor(138.0637, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3574 (0.35604379833608435) | > loader_time: 0.0033 (0.0033719297768413157) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_243500.pth  --> TIME: 2024-06-11 11:51:20 -- STEP: 94/330 -- GLOBAL_STEP: 243525 | > loss_disc: 2.409895420074463 (2.347204180473977) | > loss_disc_real_0: 0.11992602050304413 (0.11253590041652639) | > loss_disc_real_1: 0.19740760326385498 (0.200155886405326) | > loss_disc_real_2: 0.20160627365112305 (0.2101338905222872) | > loss_disc_real_3: 0.24974419176578522 (0.22856098048864526) | > loss_disc_real_4: 0.28647580742836 (0.2297343446853313) | > loss_disc_real_5: 0.24980208277702332 (0.22161265557750742) | > loss_0: 2.409895420074463 (2.347204180473977) | > grad_norm_0: tensor(4.4877, device='cuda:0') (tensor(14.4805, device='cuda:0')) | > loss_gen: 2.645336627960205 (2.4922857538182677) | > loss_kl: 1.8719018697738647 (1.9280183518186529) | > loss_feat: 6.854590892791748 (7.028106369870774) | > loss_mel: 18.059871673583984 (17.9484193071406) | > loss_duration: 2.0565221309661865 (2.022775373560316) | > loss_1: 31.488224029541016 (31.41960517396318) | > grad_norm_1: tensor(99.5999, device='cuda:0') (tensor(153.4393, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3795 (0.36381380862378054) | > loader_time: 0.0041 (0.003532516195418987)  --> TIME: 2024-06-11 11:51:30 -- STEP: 119/330 -- GLOBAL_STEP: 243550 | > loss_disc: 2.417782783508301 (2.349576134641632) | > loss_disc_real_0: 0.10846646875143051 (0.11334377358190152) | > loss_disc_real_1: 0.17796508967876434 (0.19968911592199023) | > loss_disc_real_2: 0.2362794429063797 (0.21142102264556561) | > loss_disc_real_3: 0.24035149812698364 (0.2280810167308615) | > loss_disc_real_4: 0.23311413824558258 (0.22976723438551447) | > loss_disc_real_5: 0.20726004242897034 (0.2225107921271765) | > loss_0: 2.417782783508301 (2.349576134641632) | > grad_norm_0: tensor(18.7226, device='cuda:0') (tensor(15.4883, device='cuda:0')) | > loss_gen: 2.3748691082000732 (2.4955076510164904) | > loss_kl: 1.9135854244232178 (1.9382432508869332) | > loss_feat: 6.97764778137207 (7.056483060371976) | > loss_mel: 18.646467208862305 (17.9543864466563) | > loss_duration: 2.0044329166412354 (2.022941429074071) | > loss_1: 31.917001724243164 (31.467561737829897) | > grad_norm_1: tensor(210.3151, device='cuda:0') (tensor(171.3932, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3829 (0.3691540185142965) | > loader_time: 0.0044 (0.003688730111643046)  --> TIME: 2024-06-11 11:51:40 -- STEP: 144/330 -- GLOBAL_STEP: 243575 | > loss_disc: 2.4301915168762207 (2.3560328930616383) | > loss_disc_real_0: 0.10072116553783417 (0.1147664896109038) | > loss_disc_real_1: 0.22521957755088806 (0.19974954798817637) | > loss_disc_real_2: 0.2019638866186142 (0.2111948371554414) | > loss_disc_real_3: 0.24007156491279602 (0.22862624211443794) | > loss_disc_real_4: 0.23250938951969147 (0.22946997359395027) | > loss_disc_real_5: 0.21493759751319885 (0.2222551220200128) | > loss_0: 2.4301915168762207 (2.3560328930616383) | > grad_norm_0: tensor(40.2235, device='cuda:0') (tensor(18.3560, device='cuda:0')) | > loss_gen: 2.5915684700012207 (2.4935023585955296) | > loss_kl: 1.7999287843704224 (1.9364895050724347) | > loss_feat: 7.443493366241455 (7.038125872611999) | > loss_mel: 18.204998016357422 (17.95346470673879) | > loss_duration: 2.025895118713379 (2.0266853918631864) | > loss_1: 32.06588363647461 (31.448267817497253) | > grad_norm_1: tensor(606.2883, device='cuda:0') (tensor(193.1014, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.4076 (0.3727887438403235) | > loader_time: 0.0047 (0.00384498139222463)  --> TIME: 2024-06-11 11:51:50 -- STEP: 169/330 -- GLOBAL_STEP: 243600 | > loss_disc: 2.3665459156036377 (2.356075976727278) | > loss_disc_real_0: 0.1793866604566574 (0.11435641661374527) | > loss_disc_real_1: 0.19499458372592926 (0.1998886177702063) | > loss_disc_real_2: 0.19987982511520386 (0.2112529890600746) | > loss_disc_real_3: 0.21181897819042206 (0.22882774392881336) | > loss_disc_real_4: 0.2537282407283783 (0.22927971536943897) | > loss_disc_real_5: 0.20884791016578674 (0.2218416361413764) | > loss_0: 2.3665459156036377 (2.356075976727278) | > grad_norm_0: tensor(56.8484, device='cuda:0') (tensor(19.7813, device='cuda:0')) | > loss_gen: 2.551872491836548 (2.5041143696689034) | > loss_kl: 1.992032527923584 (1.9423665873397737) | > loss_feat: 7.6562652587890625 (7.079911785012872) | > loss_mel: 18.32213020324707 (17.953027578500603) | > loss_duration: 2.078000545501709 (2.0309286357383045) | > loss_1: 32.60029983520508 (31.510348901240782) | > grad_norm_1: tensor(287.2690, device='cuda:0') (tensor(212.5114, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3897 (0.37586920219060227) | > loader_time: 0.0042 (0.003930120073126616)  --> TIME: 2024-06-11 11:52:00 -- STEP: 194/330 -- GLOBAL_STEP: 243625 | > loss_disc: 2.388787269592285 (2.35731751525525) | > loss_disc_real_0: 0.14649754762649536 (0.11562034401312932) | > loss_disc_real_1: 0.18683528900146484 (0.19990426501662462) | > loss_disc_real_2: 0.20788399875164032 (0.21175289507379233) | > loss_disc_real_3: 0.24451079964637756 (0.22921838872518735) | > loss_disc_real_4: 0.2262715995311737 (0.22937626460778346) | > loss_disc_real_5: 0.22932849824428558 (0.22229098221383145) | > loss_0: 2.388787269592285 (2.35731751525525) | > grad_norm_0: tensor(10.5220, device='cuda:0') (tensor(23.1048, device='cuda:0')) | > loss_gen: 2.4554762840270996 (2.5104201245553717) | > loss_kl: 1.9472289085388184 (1.942172080585637) | > loss_feat: 6.345861911773682 (7.09529927096416) | > loss_mel: 17.40054702758789 (17.91253893154183) | > loss_duration: 2.0560803413391113 (2.0371632182721) | > loss_1: 30.2051944732666 (31.497593574917193) | > grad_norm_1: tensor(254.1933, device='cuda:0') (tensor(239.1513, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.3924 (0.377885078646473) | > loader_time: 0.0044 (0.00400972243436833)  --> TIME: 2024-06-11 11:52:10 -- STEP: 219/330 -- GLOBAL_STEP: 243650 | > loss_disc: 2.3627376556396484 (2.359475963191899) | > loss_disc_real_0: 0.15700092911720276 (0.11664917063155131) | > loss_disc_real_1: 0.17646977305412292 (0.20000606339816088) | > loss_disc_real_2: 0.2128991335630417 (0.21247604897577466) | > loss_disc_real_3: 0.22859139740467072 (0.22910509085002012) | > loss_disc_real_4: 0.2459901124238968 (0.2292207265145158) | > loss_disc_real_5: 0.239318385720253 (0.22264643067910792) | > loss_0: 2.3627376556396484 (2.359475963191899) | > grad_norm_0: tensor(21.6428, device='cuda:0') (tensor(25.2468, device='cuda:0')) | > loss_gen: 2.3144729137420654 (2.5056912975224184) | > loss_kl: 2.159397840499878 (1.9486846461143668) | > loss_feat: 7.118832111358643 (7.090374036466694) | > loss_mel: 17.990192413330078 (17.86616537886667) | > loss_duration: 2.1004445552825928 (2.044259031069332) | > loss_1: 31.683338165283203 (31.45517434594838) | > grad_norm_1: tensor(317.0056, device='cuda:0') (tensor(254.8924, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.4062 (0.3800558488662929) | > loader_time: 0.0054 (0.004129716794784755)  --> TIME: 2024-06-11 11:52:21 -- STEP: 244/330 -- GLOBAL_STEP: 243675 | > loss_disc: 2.3743321895599365 (2.358255528035711) | > loss_disc_real_0: 0.1631755381822586 (0.11719854412692003) | > loss_disc_real_1: 0.2320227473974228 (0.19982947061052087) | > loss_disc_real_2: 0.22640801966190338 (0.21223048645941936) | > loss_disc_real_3: 0.2700183689594269 (0.22914069671122755) | > loss_disc_real_4: 0.24996106326580048 (0.22924806208151285) | > loss_disc_real_5: 0.26132506132125854 (0.22233946761879764) | > loss_0: 2.3743321895599365 (2.358255528035711) | > grad_norm_0: tensor(53.0186, device='cuda:0') (tensor(26.7459, device='cuda:0')) | > loss_gen: 2.6370720863342285 (2.5046090991770633) | > loss_kl: 1.967399001121521 (1.9458215358804485) | > loss_feat: 6.83154296875 (7.084658114636531) | > loss_mel: 16.772899627685547 (17.81818660360867) | > loss_duration: 2.059865713119507 (2.0528074610428724) | > loss_1: 30.268779754638672 (31.40608278649752) | > grad_norm_1: tensor(539.5652, device='cuda:0') (tensor(270.2806, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.462 (0.3843231123001849) | > loader_time: 0.0054 (0.004294787274032342)  --> TIME: 2024-06-11 11:52:32 -- STEP: 269/330 -- GLOBAL_STEP: 243700 | > loss_disc: 2.3331594467163086 (2.360101636014463) | > loss_disc_real_0: 0.08867046236991882 (0.11795650581832712) | > loss_disc_real_1: 0.18583634495735168 (0.2003038857395321) | > loss_disc_real_2: 0.19537855684757233 (0.21240678180327643) | > loss_disc_real_3: 0.2242116779088974 (0.22902277062151952) | > loss_disc_real_4: 0.20335373282432556 (0.2289992633473031) | > loss_disc_real_5: 0.1965259611606598 (0.22203336257252107) | > loss_0: 2.3331594467163086 (2.360101636014463) | > grad_norm_0: tensor(26.6946, device='cuda:0') (tensor(27.1055, device='cuda:0')) | > loss_gen: 2.4326391220092773 (2.500127394403224) | > loss_kl: 1.9541703462600708 (1.9512286868680366) | > loss_feat: 7.2049455642700195 (7.093558944290899) | > loss_mel: 17.330123901367188 (17.785979714092264) | > loss_duration: 2.1556363105773926 (2.0606096437872554) | > loss_1: 31.0775146484375 (31.39150435862488) | > grad_norm_1: tensor(543.0574, device='cuda:0') (tensor(279.7607, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.4514 (0.3892947298000293) | > loader_time: 0.006 (0.004452496213097555)  --> TIME: 2024-06-11 11:52:44 -- STEP: 294/330 -- GLOBAL_STEP: 243725 | > loss_disc: 2.2556633949279785 (2.361234098875604) | > loss_disc_real_0: 0.10927176475524902 (0.1181907005177266) | > loss_disc_real_1: 0.21714156866073608 (0.20063997577039558) | > loss_disc_real_2: 0.1983608603477478 (0.21254593782684425) | > loss_disc_real_3: 0.2599201500415802 (0.22923956917864935) | > loss_disc_real_4: 0.24340900778770447 (0.22898237174060068) | > loss_disc_real_5: 0.20018281042575836 (0.22240092889184054) | > loss_0: 2.2556633949279785 (2.361234098875604) | > grad_norm_0: tensor(46.6757, device='cuda:0') (tensor(29.6868, device='cuda:0')) | > loss_gen: 2.6231653690338135 (2.5024602429396436) | > loss_kl: 2.0726401805877686 (1.9545256754978984) | > loss_feat: 8.014713287353516 (7.098108958224859) | > loss_mel: 17.846782684326172 (17.739452770778104) | > loss_duration: 2.216434955596924 (2.07028039620847) | > loss_1: 32.77373504638672 (31.364828005939923) | > grad_norm_1: tensor(471.4300, device='cuda:0') (tensor(296.3128, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.4537 (0.3949815837704406) | > loader_time: 0.0068 (0.004608382173135977)  --> TIME: 2024-06-11 11:52:57 -- STEP: 319/330 -- GLOBAL_STEP: 243750 | > loss_disc: 2.371305227279663 (2.360960423012138) | > loss_disc_real_0: 0.13559943437576294 (0.11888334291715608) | > loss_disc_real_1: 0.2141909897327423 (0.20065061453741528) | > loss_disc_real_2: 0.238528311252594 (0.21254475064412176) | > loss_disc_real_3: 0.22834375500679016 (0.2291278378997103) | > loss_disc_real_4: 0.2117263376712799 (0.22853439677284804) | > loss_disc_real_5: 0.17179231345653534 (0.2218760457065039) | > loss_0: 2.371305227279663 (2.360960423012138) | > grad_norm_0: tensor(46.5160, device='cuda:0') (tensor(30.9235, device='cuda:0')) | > loss_gen: 2.262530565261841 (2.4997320376967194) | > loss_kl: 2.025425434112549 (1.9582714959745497) | > loss_feat: 8.336502075195312 (7.122880650164564) | > loss_mel: 17.140628814697266 (17.703008705545734) | > loss_duration: 2.2556519508361816 (2.0837956035398757) | > loss_1: 32.0207405090332 (31.367688486942303) | > grad_norm_1: tensor(429.2623, device='cuda:0') (tensor(306.7918, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.5533 (0.4042755227103877) | > loader_time: 0.008 (0.00482736710096975)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.496873617172241 (2.496873617172241) | > loss_disc_real_0: 0.16717317700386047 (0.16717317700386047) | > loss_disc_real_1: 0.20163245499134064 (0.20163245499134064) | > loss_disc_real_2: 0.28551292419433594 (0.28551292419433594) | > loss_disc_real_3: 0.30942583084106445 (0.30942583084106445) | > loss_disc_real_4: 0.2896462380886078 (0.2896462380886078) | > loss_disc_real_5: 0.22489683330059052 (0.22489683330059052) | > loss_0: 2.496873617172241 (2.496873617172241) | > loss_gen: 2.5799670219421387 (2.5799670219421387) | > loss_kl: 2.3217883110046387 (2.3217883110046387) | > loss_feat: 6.274238109588623 (6.274238109588623) | > loss_mel: 14.973374366760254 (14.973374366760254) | > loss_duration: 2.8882644176483154 (2.8882644176483154) | > loss_1: 29.03763198852539 (29.03763198852539)  --> STEP: 1 | > loss_disc: 2.365184783935547 (2.365184783935547) | > loss_disc_real_0: 0.08855439722537994 (0.08855439722537994) | > loss_disc_real_1: 0.1732204407453537 (0.1732204407453537) | > loss_disc_real_2: 0.17914320528507233 (0.17914320528507233) | > loss_disc_real_3: 0.3038943409919739 (0.3038943409919739) | > loss_disc_real_4: 0.33789002895355225 (0.33789002895355225) | > loss_disc_real_5: 0.24583232402801514 (0.24583232402801514) | > loss_0: 2.365184783935547 (2.365184783935547) | > loss_gen: 2.60430908203125 (2.60430908203125) | > loss_kl: 2.09566593170166 (2.09566593170166) | > loss_feat: 7.210841178894043 (7.210841178894043) | > loss_mel: 18.717512130737305 (18.717512130737305) | > loss_duration: 2.4287033081054688 (2.4287033081054688) | > loss_1: 33.057029724121094 (33.057029724121094)  --> STEP: 2 | > loss_disc: 2.3399386405944824 (2.3525617122650146) | > loss_disc_real_0: 0.06783746182918549 (0.07819592952728271) | > loss_disc_real_1: 0.21322153508663177 (0.19322098791599274) | > loss_disc_real_2: 0.16858482360839844 (0.17386401444673538) | > loss_disc_real_3: 0.37451258301734924 (0.33920346200466156) | > loss_disc_real_4: 0.3169268071651459 (0.32740841805934906) | > loss_disc_real_5: 0.23184654116630554 (0.23883943259716034) | > loss_0: 2.3399386405944824 (2.3525617122650146) | > loss_gen: 2.7773749828338623 (2.690842032432556) | > loss_kl: 2.5024383068084717 (2.299052119255066) | > loss_feat: 6.178804397583008 (6.694822788238525) | > loss_mel: 20.885129928588867 (19.801321029663086) | > loss_duration: 2.4570679664611816 (2.442885637283325) | > loss_1: 34.80081558227539 (33.92892265319824)  --> STEP: 3 | > loss_disc: 2.358893871307373 (2.354672431945801) | > loss_disc_real_0: 0.13216345012187958 (0.096185103058815) | > loss_disc_real_1: 0.21330395340919495 (0.19991530974706015) | > loss_disc_real_2: 0.2241564840078354 (0.19062817096710205) | > loss_disc_real_3: 0.30871284008026123 (0.32903992136319477) | > loss_disc_real_4: 0.2774231731891632 (0.3107466697692871) | > loss_disc_real_5: 0.22665904462337494 (0.23477930327256522) | > loss_0: 2.358893871307373 (2.354672431945801) | > loss_gen: 2.6930997371673584 (2.6915946006774902) | > loss_kl: 2.5966193675994873 (2.3982412020365396) | > loss_feat: 7.74137020111084 (7.04367192586263) | > loss_mel: 17.026397705078125 (18.876346588134766) | > loss_duration: 2.265709161758423 (2.383826812108358) | > loss_1: 32.32319641113281 (33.393680572509766)  --> STEP: 4 | > loss_disc: 2.544419765472412 (2.4021092653274536) | > loss_disc_real_0: 0.20016494393348694 (0.12218006327748299) | > loss_disc_real_1: 0.1285690814256668 (0.1820787526667118) | > loss_disc_real_2: 0.2429516315460205 (0.20370903611183167) | > loss_disc_real_3: 0.30448246002197266 (0.32290055602788925) | > loss_disc_real_4: 0.3946097493171692 (0.33171243965625763) | > loss_disc_real_5: 0.28173649311065674 (0.2465186007320881) | > loss_0: 2.544419765472412 (2.4021092653274536) | > loss_gen: 2.6995508670806885 (2.69358366727829) | > loss_kl: 3.3699142932891846 (2.641159474849701) | > loss_feat: 7.211309909820557 (7.085581421852112) | > loss_mel: 18.391326904296875 (18.755091667175293) | > loss_duration: 2.3196117877960205 (2.3677730560302734) | > loss_1: 33.99171447753906 (33.54318904876709)  --> STEP: 5 | > loss_disc: 2.3116116523742676 (2.3840097427368163) | > loss_disc_real_0: 0.1632709801197052 (0.13039824664592742) | > loss_disc_real_1: 0.16091777384281158 (0.17784655690193177) | > loss_disc_real_2: 0.1699276566505432 (0.19695276021957397) | > loss_disc_real_3: 0.2748701870441437 (0.31329448223114015) | > loss_disc_real_4: 0.25647297501564026 (0.31666454672813416) | > loss_disc_real_5: 0.17930592596530914 (0.2330760657787323) | > loss_0: 2.3116116523742676 (2.3840097427368163) | > loss_gen: 2.5759027004241943 (2.670047473907471) | > loss_kl: 2.8526763916015625 (2.6834628582000732) | > loss_feat: 5.589485168457031 (6.786362171173096) | > loss_mel: 19.36154556274414 (18.876382446289064) | > loss_duration: 2.320549249649048 (2.3583282947540285) | > loss_1: 32.70016098022461 (33.3745834350586)  --> STEP: 6 | > loss_disc: 2.191214084625244 (2.351877133051554) | > loss_disc_real_0: 0.12151378393173218 (0.1289175028602282) | > loss_disc_real_1: 0.18411009013652802 (0.17889047910769781) | > loss_disc_real_2: 0.18605723977088928 (0.19513684014479318) | > loss_disc_real_3: 0.30352652072906494 (0.31166648864746094) | > loss_disc_real_4: 0.24312211573123932 (0.30440747489531833) | > loss_disc_real_5: 0.19263769686222076 (0.22633633762598038) | > loss_0: 2.191214084625244 (2.351877133051554) | > loss_gen: 2.8411145210266113 (2.6985586484273276) | > loss_kl: 2.762478828430176 (2.696632186571757) | > loss_feat: 7.508114337921143 (6.9066541989644366) | > loss_mel: 18.940532684326172 (18.887074152628582) | > loss_duration: 2.172977924346924 (2.3274365663528442) | > loss_1: 34.2252197265625 (33.51635615030924)  --> STEP: 7 | > loss_disc: 2.1315951347351074 (2.320408276149205) | > loss_disc_real_0: 0.09097902476787567 (0.12349772027560643) | > loss_disc_real_1: 0.1617387980222702 (0.17644023895263672) | > loss_disc_real_2: 0.1730567216873169 (0.19198253750801086) | > loss_disc_real_3: 0.294768363237381 (0.30925247073173523) | > loss_disc_real_4: 0.29376405477523804 (0.30288698630673544) | > loss_disc_real_5: 0.20315544307231903 (0.22302478126117162) | > loss_0: 2.1315951347351074 (2.320408276149205) | > loss_gen: 2.9006950855255127 (2.727435282298497) | > loss_kl: 2.740572690963745 (2.702909401484898) | > loss_feat: 7.8353495597839355 (7.039324964795794) | > loss_mel: 20.08035659790039 (19.057543073381698) | > loss_duration: 2.6329212188720703 (2.371077230998448) | > loss_1: 36.18989562988281 (33.8982903616769)  --> STEP: 8 | > loss_disc: 2.768193006515503 (2.376381367444992) | > loss_disc_real_0: 0.15113677084445953 (0.12695260159671307) | > loss_disc_real_1: 0.15421746671199799 (0.17366239242255688) | > loss_disc_real_2: 0.23002219200134277 (0.19673749431967735) | > loss_disc_real_3: 0.3658115267753601 (0.31632235273718834) | > loss_disc_real_4: 0.3362921476364136 (0.3070626314729452) | > loss_disc_real_5: 0.3295796513557434 (0.2363441400229931) | > loss_0: 2.768193006515503 (2.376381367444992) | > loss_gen: 2.8671791553497314 (2.744903266429901) | > loss_kl: 2.383111000061035 (2.6629346013069153) | > loss_feat: 11.472094535827637 (7.593421161174774) | > loss_mel: 18.633831024169922 (19.004579067230225) | > loss_duration: 2.221618890762329 (2.352394938468933) | > loss_1: 37.57783508300781 (34.35823345184326)  --> STEP: 9 | > loss_disc: 2.576719284057617 (2.398641135957506) | > loss_disc_real_0: 0.2502939701080322 (0.14065719809797075) | > loss_disc_real_1: 0.20899902284145355 (0.17758868469132316) | > loss_disc_real_2: 0.24196626245975494 (0.20176291300190818) | > loss_disc_real_3: 0.30882468819618225 (0.3154892788992988) | > loss_disc_real_4: 0.2954307198524475 (0.3057701968484455) | > loss_disc_real_5: 0.22524389624595642 (0.23511077960332236) | > loss_0: 2.576719284057617 (2.398641135957506) | > loss_gen: 3.034097194671631 (2.7770359251234265) | > loss_kl: 2.349458694458008 (2.62810394499037) | > loss_feat: 7.706970691680908 (7.606037775675456) | > loss_mel: 18.528377532958984 (18.95166778564453) | > loss_duration: 2.1152567863464355 (2.326046254899767) | > loss_1: 33.734161376953125 (34.288892110188804)  --> STEP: 10 | > loss_disc: 2.4953484535217285 (2.408311867713928) | > loss_disc_real_0: 0.364757776260376 (0.16306725591421128) | > loss_disc_real_1: 0.19562307000160217 (0.17939212322235107) | > loss_disc_real_2: 0.23204946517944336 (0.2047915682196617) | > loss_disc_real_3: 0.29354387521743774 (0.31329473853111267) | > loss_disc_real_4: 0.22290755808353424 (0.29748393297195436) | > loss_disc_real_5: 0.18373875319957733 (0.22997357696294785) | > loss_0: 2.4953484535217285 (2.408311867713928) | > loss_gen: 2.6162307262420654 (2.7609554052352907) | > loss_kl: 2.7824087142944336 (2.6435344219207764) | > loss_feat: 6.69856595993042 (7.515290594100952) | > loss_mel: 18.326032638549805 (18.889104270935057) | > loss_duration: 2.346320390701294 (2.3280736684799193) | > loss_1: 32.76955795288086 (34.13695869445801)  --> STEP: 11 | > loss_disc: 2.9848856925964355 (2.460727669975974) | > loss_disc_real_0: 0.17779956758022308 (0.1644065569747578) | > loss_disc_real_1: 0.16066840291023254 (0.1776899668303403) | > loss_disc_real_2: 0.26548710465431213 (0.21030934425917538) | > loss_disc_real_3: 0.39512547850608826 (0.3207338967106559) | > loss_disc_real_4: 0.3243868947029114 (0.29992965676567773) | > loss_disc_real_5: 0.2840666174888611 (0.23489112610166724) | > loss_0: 2.9848856925964355 (2.460727669975974) | > loss_gen: 2.4702000617980957 (2.7345231012864546) | > loss_kl: 3.2907516956329346 (2.702372355894609) | > loss_feat: 6.592846393585205 (7.431432030417702) | > loss_mel: 18.626707077026367 (18.865249980579723) | > loss_duration: 2.473257303237915 (2.3412721807306465) | > loss_1: 33.45376205444336 (34.07484990900213)  --> STEP: 12 | > loss_disc: 2.7408227920532227 (2.484068930149078) | > loss_disc_real_0: 0.19834226369857788 (0.16723453253507614) | > loss_disc_real_1: 0.25339293479919434 (0.18399854749441147) | > loss_disc_real_2: 0.21716086566448212 (0.21088030437628427) | > loss_disc_real_3: 0.2985880374908447 (0.3188884084423383) | > loss_disc_real_4: 0.3580523729324341 (0.3047732164462407) | > loss_disc_real_5: 0.26395851373672485 (0.2373134084045887) | > loss_0: 2.7408227920532227 (2.484068930149078) | > loss_gen: 2.731560707092285 (2.734276235103607) | > loss_kl: 2.0362017154693604 (2.6468581358591714) | > loss_feat: 6.502483367919922 (7.354019641876221) | > loss_mel: 17.35346794128418 (18.73926814397176) | > loss_duration: 2.2887701988220215 (2.3368970155715942) | > loss_1: 30.912485122680664 (33.811319510142006)  --> STEP: 13 | > loss_disc: 2.7215018272399902 (2.502332999156071) | > loss_disc_real_0: 0.17307180166244507 (0.16768355323718145) | > loss_disc_real_1: 0.2780367434024811 (0.19123225487195528) | > loss_disc_real_2: 0.2238130420446396 (0.21187513035077316) | > loss_disc_real_3: 0.3311395049095154 (0.319830800478275) | > loss_disc_real_4: 0.2854600250720978 (0.30328758634053743) | > loss_disc_real_5: 0.23841707408428192 (0.2373983057645651) | > loss_0: 2.7215018272399902 (2.502332999156071) | > loss_gen: 2.411139488220215 (2.709419562266423) | > loss_kl: 2.760958194732666 (2.655635063464825) | > loss_feat: 6.246960639953613 (7.268861257112944) | > loss_mel: 15.960184097290039 (18.525492448073166) | > loss_duration: 2.2483510971069336 (2.3300857910743127) | > loss_1: 29.627593994140625 (33.48949447044959)  --> STEP: 14 | > loss_disc: 2.561624526977539 (2.5065681082861757) | > loss_disc_real_0: 0.2261124551296234 (0.17185704622949874) | > loss_disc_real_1: 0.13808929920196533 (0.18743632946695601) | > loss_disc_real_2: 0.23904164135456085 (0.21381559542247228) | > loss_disc_real_3: 0.2656981647014618 (0.31596418363707407) | > loss_disc_real_4: 0.3226183354854584 (0.3046683541366032) | > loss_disc_real_5: 0.19113175570964813 (0.23409355218921388) | > loss_0: 2.561624526977539 (2.5065681082861757) | > loss_gen: 2.351341962814331 (2.683842590876988) | > loss_kl: 3.4422287940979004 (2.711820329938616) | > loss_feat: 7.0468645095825195 (7.2530043465750555) | > loss_mel: 19.666423797607422 (18.60698754446847) | > loss_duration: 2.387485980987549 (2.3341858046395436) | > loss_1: 34.894344329833984 (33.58984088897705)  --> STEP: 15 | > loss_disc: 2.325833797454834 (2.494519154230753) | > loss_disc_real_0: 0.21765872836112976 (0.1749104917049408) | > loss_disc_real_1: 0.1820916086435318 (0.1870800147453944) | > loss_disc_real_2: 0.17811274528503418 (0.21143540541330974) | > loss_disc_real_3: 0.25586259365081787 (0.3119574109713236) | > loss_disc_real_4: 0.2623894214630127 (0.3018497586250305) | > loss_disc_real_5: 0.22280092537403107 (0.23334071040153503) | > loss_0: 2.325833797454834 (2.494519154230753) | > loss_gen: 2.697798252105713 (2.6847729682922363) | > loss_kl: 2.9608561992645264 (2.7284227212270102) | > loss_feat: 8.000481605529785 (7.3028361638387045) | > loss_mel: 19.16973114013672 (18.644503784179687) | > loss_duration: 2.3291707038879395 (2.333851464589437) | > loss_1: 35.15803909301758 (33.694387435913086)  --> STEP: 16 | > loss_disc: 2.8441083431243896 (2.5163684785366054) | > loss_disc_real_0: 0.2172738015651703 (0.17755819857120514) | > loss_disc_real_1: 0.2757214307785034 (0.1926201032474637) | > loss_disc_real_2: 0.249239981174469 (0.2137981913983822) | > loss_disc_real_3: 0.37272021174430847 (0.3157550860196352) | > loss_disc_real_4: 0.3752022981643677 (0.3064342923462391) | > loss_disc_real_5: 0.31094658374786377 (0.23819107748568058) | > loss_0: 2.8441083431243896 (2.5163684785366054) | > loss_gen: 2.504415988922119 (2.673500657081604) | > loss_kl: 2.639309883117676 (2.7228531688451767) | > loss_feat: 6.284874439239502 (7.239213556051254) | > loss_mel: 15.679913520812988 (18.45921689271927) | > loss_duration: 2.3690381050109863 (2.3360506296157837) | > loss_1: 29.47755241394043 (33.430835247039795)  --> STEP: 17 | > loss_disc: 2.784412384033203 (2.532135767095229) | > loss_disc_real_0: 0.28652358055114746 (0.18396792692296646) | > loss_disc_real_1: 0.24316951632499695 (0.19559359813437743) | > loss_disc_real_2: 0.25574538111686707 (0.21626567314652836) | > loss_disc_real_3: 0.29396384954452515 (0.31447324857992287) | > loss_disc_real_4: 0.3005933165550232 (0.30609070553499107) | > loss_disc_real_5: 0.27822715044021606 (0.24054614060065327) | > loss_0: 2.784412384033203 (2.532135767095229) | > loss_gen: 2.376546859741211 (2.656032786649816) | > loss_kl: 2.418534517288208 (2.7049520716947666) | > loss_feat: 4.524837493896484 (7.079544375924503) | > loss_mel: 16.682456970214844 (18.354701603160184) | > loss_duration: 2.433302640914917 (2.3417713361627914) | > loss_1: 28.43567657470703 (33.137002383961395)  --> STEP: 18 | > loss_disc: 2.138575553894043 (2.510271310806274) | > loss_disc_real_0: 0.04955557733774185 (0.17650057416823176) | > loss_disc_real_1: 0.13273055851459503 (0.19210120704438952) | > loss_disc_real_2: 0.19721710681915283 (0.21520741946167415) | > loss_disc_real_3: 0.2575114369392395 (0.31130870348877376) | > loss_disc_real_4: 0.2594858407974243 (0.30350154638290405) | > loss_disc_real_5: 0.2662948668003082 (0.24197662538952297) | > loss_0: 2.138575553894043 (2.510271310806274) | > loss_gen: 3.055558681488037 (2.678228669696384) | > loss_kl: 2.4434304237365723 (2.690423091252645) | > loss_feat: 10.069985389709473 (7.245679987801446) | > loss_mel: 21.39299201965332 (18.52349551518758) | > loss_duration: 2.2513861656188965 (2.336749937799242) | > loss_1: 39.21335220336914 (33.4745773739285)  --> STEP: 19 | > loss_disc: 2.736138105392456 (2.5221590368371256) | > loss_disc_real_0: 0.24356673657894135 (0.18003037218984805) | > loss_disc_real_1: 0.13820698857307434 (0.18926466923010976) | > loss_disc_real_2: 0.23863187432289124 (0.21644028550700137) | > loss_disc_real_3: 0.37917205691337585 (0.31488045893217387) | > loss_disc_real_4: 0.3567708432674408 (0.30630519358735336) | > loss_disc_real_5: 0.2886723577976227 (0.24443429551626505) | > loss_0: 2.736138105392456 (2.5221590368371256) | > loss_gen: 2.713090419769287 (2.6800634986475895) | > loss_kl: 1.9765657186508179 (2.652851650589391) | > loss_feat: 9.589507102966309 (7.369039309652228) | > loss_mel: 18.30084991455078 (18.51177732568038) | > loss_duration: 2.347038745880127 (2.337291454014025) | > loss_1: 34.92705154418945 (33.551023382889596)  --> STEP: 20 | > loss_disc: 2.4623589515686035 (2.5191690325736995) | > loss_disc_real_0: 0.20132285356521606 (0.18109499625861644) | > loss_disc_real_1: 0.16641637682914734 (0.18812225461006166) | > loss_disc_real_2: 0.18738971650600433 (0.21498775705695153) | > loss_disc_real_3: 0.3033379316329956 (0.314303332567215) | > loss_disc_real_4: 0.28491026163101196 (0.3052354469895363) | > loss_disc_real_5: 0.2317938357591629 (0.24380227252840997) | > loss_0: 2.4623589515686035 (2.5191690325736995) | > loss_gen: 2.4691131114959717 (2.6695159792900087) | > loss_kl: 2.0574231147766113 (2.623080223798752) | > loss_feat: 6.300516605377197 (7.315613174438477) | > loss_mel: 19.3107967376709 (18.551728296279908) | > loss_duration: 2.306487560272217 (2.3357512593269347) | > loss_1: 32.4443359375 (33.49568901062012)  --> STEP: 21 | > loss_disc: 2.7046937942504883 (2.528003545034499) | > loss_disc_real_0: 0.17493468523025513 (0.18080164811440877) | > loss_disc_real_1: 0.2009994387626648 (0.1887354538554237) | > loss_disc_real_2: 0.26792868971824646 (0.21750875385034651) | > loss_disc_real_3: 0.36914998292922974 (0.316915077822549) | > loss_disc_real_4: 0.34557628631591797 (0.3071564393384116) | > loss_disc_real_5: 0.312477171421051 (0.2470725058090119) | > loss_0: 2.7046937942504883 (2.528003545034499) | > loss_gen: 2.382315158843994 (2.65583974974496) | > loss_kl: 2.437934398651123 (2.614263755934579) | > loss_feat: 3.9382243156433105 (7.154785133543468) | > loss_mel: 15.837359428405762 (18.42247263590495) | > loss_duration: 2.188840389251709 (2.328755503609067) | > loss_1: 26.7846736907959 (33.17611685253325)  --> STEP: 22 | > loss_disc: 2.55656099319458 (2.529301610859957) | > loss_disc_real_0: 0.10429351776838303 (0.17732400582595306) | > loss_disc_real_1: 0.15598374605178833 (0.18724673986434937) | > loss_disc_real_2: 0.17336112260818481 (0.21550204333933917) | > loss_disc_real_3: 0.26613545417785645 (0.31460691311142663) | > loss_disc_real_4: 0.29162827134132385 (0.3064506135203621) | > loss_disc_real_5: 0.21743014454841614 (0.2457251257517121) | > loss_0: 2.55656099319458 (2.529301610859957) | > loss_gen: 2.1514058113098145 (2.6329109343615444) | > loss_kl: 2.1109821796417236 (2.5913873206485403) | > loss_feat: 6.997917175292969 (7.14765477180481) | > loss_mel: 19.449308395385742 (18.46914698860862) | > loss_duration: 2.1997485160827637 (2.3228915496305986) | > loss_1: 32.90936279296875 (33.16399166800759)  --> STEP: 23 | > loss_disc: 2.7298476696014404 (2.5380210047182823) | > loss_disc_real_0: 0.14795830845832825 (0.17604723637518677) | > loss_disc_real_1: 0.15637831389904022 (0.1859046343875968) | > loss_disc_real_2: 0.2525578439235687 (0.21711316510387088) | > loss_disc_real_3: 0.35730236768722534 (0.31646323722341785) | > loss_disc_real_4: 0.348285436630249 (0.3082695188729659) | > loss_disc_real_5: 0.3403501808643341 (0.24983925858269568) | > loss_0: 2.7298476696014404 (2.5380210047182823) | > loss_gen: 2.6191329956054688 (2.632311893546063) | > loss_kl: 2.5574703216552734 (2.589912668518398) | > loss_feat: 6.531024932861328 (7.120844778807267) | > loss_mel: 17.236886978149414 (18.415570466414742) | > loss_duration: 2.2609806060791016 (2.3201997694761856) | > loss_1: 31.205495834350586 (33.0788396752399)  --> STEP: 24 | > loss_disc: 2.51546573638916 (2.5370812018712354) | > loss_disc_real_0: 0.20570912957191467 (0.1772831485917171) | > loss_disc_real_1: 0.28038015961647034 (0.18984111460546652) | > loss_disc_real_2: 0.23428158462047577 (0.21782851591706276) | > loss_disc_real_3: 0.2409178763628006 (0.31331551385422546) | > loss_disc_real_4: 0.27040404081344604 (0.3066917906204859) | > loss_disc_real_5: 0.2638651132583618 (0.25042366919418174) | > loss_0: 2.51546573638916 (2.5370812018712354) | > loss_gen: 2.5022568702697754 (2.626892934242884) | > loss_kl: 2.5316145420074463 (2.587483579913775) | > loss_feat: 4.912370204925537 (7.028825004895528) | > loss_mel: 19.041460037231445 (18.441649198532104) | > loss_duration: 2.4172914028167725 (2.32424525419871) | > loss_1: 31.404993057250977 (33.00909606615703)  --> STEP: 25 | > loss_disc: 2.731189727783203 (2.5448455429077144) | > loss_disc_real_0: 0.18223103880882263 (0.1774810642004013) | > loss_disc_real_1: 0.2596510052680969 (0.19263351023197173) | > loss_disc_real_2: 0.2988259792327881 (0.22106841444969177) | > loss_disc_real_3: 0.279366672039032 (0.31195756018161774) | > loss_disc_real_4: 0.34209364652633667 (0.3081078648567199) | > loss_disc_real_5: 0.3533650040626526 (0.2545413225889206) | > loss_0: 2.731189727783203 (2.5448455429077144) | > loss_gen: 2.5741353034973145 (2.6247826290130614) | > loss_kl: 2.6419100761413574 (2.5896606397628785) | > loss_feat: 6.211718559265137 (6.996140747070313) | > loss_mel: 15.076362609863281 (18.30703773498535) | > loss_duration: 2.3508989810943604 (2.325311403274536) | > loss_1: 28.855024337768555 (32.84293319702149)  --> STEP: 26 | > loss_disc: 3.074798583984375 (2.5652283521798935) | > loss_disc_real_0: 0.32284677028656006 (0.1830720528960228) | > loss_disc_real_1: 0.11274144798517227 (0.18956073860709483) | > loss_disc_real_2: 0.20181000232696533 (0.22032770629112536) | > loss_disc_real_3: 0.20274031162261963 (0.30775689677550244) | > loss_disc_real_4: 0.4699568450450897 (0.31433282563319576) | > loss_disc_real_5: 0.20874376595020294 (0.25277987810281605) | > loss_0: 3.074798583984375 (2.5652283521798935) | > loss_gen: 2.215367078781128 (2.609035877081064) | > loss_kl: 2.2303457260131836 (2.5758408353878903) | > loss_feat: 17.237043380737305 (7.390021617595966) | > loss_mel: 19.263643264770508 (18.343830255361702) | > loss_duration: 2.294219732284546 (2.324115569774921) | > loss_1: 43.24061965942383 (33.2428442148062) --> EVAL PERFORMANCE | > avg_loader_time: 0.002434941438528207 (-1.8899257366474225e-05) | > avg_loss_disc: 2.5652283521798935 (+0.12235951423644975) | > avg_loss_disc_real_0: 0.1830720528960228 (+0.0607796053473766) | > avg_loss_disc_real_1: 0.18956073860709483 (+0.022661945854242027) | > avg_loss_disc_real_2: 0.22032770629112536 (-0.013716840400145619) | > avg_loss_disc_real_3: 0.30775689677550244 (+0.03654502962644285) | > avg_loss_disc_real_4: 0.31433282563319576 (+0.07949409290001946) | > avg_loss_disc_real_5: 0.25277987810281605 (+0.0011895287495392592) | > avg_loss_0: 2.5652283521798935 (+0.12235951423644975) | > avg_loss_gen: 2.609035877081064 (+0.295236935982337) | > avg_loss_kl: 2.5758408353878903 (-0.19398567309746362) | > avg_loss_feat: 7.390021617595966 (+0.7900166053038378) | > avg_loss_mel: 18.343830255361702 (+0.7090854277977598) | > avg_loss_duration: 2.324115569774921 (-0.001236512110783572) | > avg_loss_1: 33.2428442148062 (+1.5991166921762385)  > EPOCH: 472/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:53:24)   --> TIME: 2024-06-11 11:53:31 -- STEP: 14/330 -- GLOBAL_STEP: 243775 | > loss_disc: 2.285639762878418 (2.3446404252733504) | > loss_disc_real_0: 0.1378912776708603 (0.10468894243240356) | > loss_disc_real_1: 0.22724109888076782 (0.20959766102688654) | > loss_disc_real_2: 0.20819896459579468 (0.20909647643566132) | > loss_disc_real_3: 0.21841062605381012 (0.22792986780405045) | > loss_disc_real_4: 0.21399246156215668 (0.22948180458375386) | > loss_disc_real_5: 0.20214392244815826 (0.22697383697543824) | > loss_0: 2.285639762878418 (2.3446404252733504) | > grad_norm_0: tensor(13.1778, device='cuda:0') (tensor(7.5175, device='cuda:0')) | > loss_gen: 2.5514936447143555 (2.4929225955690657) | > loss_kl: 1.7502325773239136 (1.9287694096565247) | > loss_feat: 7.580334186553955 (7.004620381764004) | > loss_mel: 17.657560348510742 (18.207111767360143) | > loss_duration: 2.0196917057037354 (2.11286610364914) | > loss_1: 31.559310913085938 (31.746290615626744) | > grad_norm_1: tensor(50.3377, device='cuda:0') (tensor(73.6809, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3508 (0.36568781307765413) | > loader_time: 0.0029 (0.0031689746039254324)  --> TIME: 2024-06-11 11:53:40 -- STEP: 39/330 -- GLOBAL_STEP: 243800 | > loss_disc: 2.3824899196624756 (2.3515709118965344) | > loss_disc_real_0: 0.09517461806535721 (0.10888265207027778) | > loss_disc_real_1: 0.17958298325538635 (0.20287870520200485) | > loss_disc_real_2: 0.17690648138523102 (0.2111513037712146) | > loss_disc_real_3: 0.21076148748397827 (0.22666989457912934) | > loss_disc_real_4: 0.22380782663822174 (0.23152018968875593) | > loss_disc_real_5: 0.18677152693271637 (0.2222173156646582) | > loss_0: 2.3824899196624756 (2.3515709118965344) | > grad_norm_0: tensor(19.3105, device='cuda:0') (tensor(9.3250, device='cuda:0')) | > loss_gen: 2.509906530380249 (2.4935324008648214) | > loss_kl: 1.855256199836731 (1.9317012536220062) | > loss_feat: 8.119109153747559 (7.087320584517259) | > loss_mel: 18.16207504272461 (18.117556694226383) | > loss_duration: 2.0414559841156006 (2.0509856694783926) | > loss_1: 32.687801361083984 (31.681096883920524) | > grad_norm_1: tensor(163.7064, device='cuda:0') (tensor(97.4743, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3628 (0.36548989858382785) | > loader_time: 0.0031 (0.0033406844505896936)  --> TIME: 2024-06-11 11:53:50 -- STEP: 64/330 -- GLOBAL_STEP: 243825 | > loss_disc: 2.411600112915039 (2.3601302057504654) | > loss_disc_real_0: 0.18764308094978333 (0.11400597996544093) | > loss_disc_real_1: 0.2041439414024353 (0.2023905587848276) | > loss_disc_real_2: 0.1941474974155426 (0.21181539027020335) | > loss_disc_real_3: 0.22632820904254913 (0.227893122471869) | > loss_disc_real_4: 0.23364098370075226 (0.2306009146850556) | > loss_disc_real_5: 0.22409959137439728 (0.2230102000758052) | > loss_0: 2.411600112915039 (2.3601302057504654) | > grad_norm_0: tensor(22.1443, device='cuda:0') (tensor(13.5335, device='cuda:0')) | > loss_gen: 2.360276699066162 (2.4852085933089256) | > loss_kl: 2.010406970977783 (1.9189558140933514) | > loss_feat: 6.446702003479004 (7.025393471121788) | > loss_mel: 17.92609405517578 (18.06738322973251) | > loss_duration: 2.0180230140686035 (2.028518319129944) | > loss_1: 30.761503219604492 (31.52545976638794) | > grad_norm_1: tensor(186.0638, device='cuda:0') (tensor(141.0880, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3642 (0.37061024084687233) | > loader_time: 0.0034 (0.0034431815147399902)  --> TIME: 2024-06-11 11:53:59 -- STEP: 89/330 -- GLOBAL_STEP: 243850 | > loss_disc: 2.4752819538116455 (2.3606760180398325) | > loss_disc_real_0: 0.17944391071796417 (0.11513579611697894) | > loss_disc_real_1: 0.18855592608451843 (0.20112664260891047) | > loss_disc_real_2: 0.24088475108146667 (0.21193563000539714) | > loss_disc_real_3: 0.24447835981845856 (0.22840043550796724) | > loss_disc_real_4: 0.24465210735797882 (0.23218976396523164) | > loss_disc_real_5: 0.22843554615974426 (0.22263897068045113) | > loss_0: 2.4752819538116455 (2.3606760180398325) | > grad_norm_0: tensor(8.2772, device='cuda:0') (tensor(13.0039, device='cuda:0')) | > loss_gen: 2.485948324203491 (2.490151761622912) | > loss_kl: 1.8496440649032593 (1.9195990267764316) | > loss_feat: 6.48736572265625 (7.0702227635330015) | > loss_mel: 17.979576110839844 (18.033375622181396) | > loss_duration: 2.033367395401001 (2.020440398977044) | > loss_1: 30.835901260375977 (31.53378977400533) | > grad_norm_1: tensor(58.9946, device='cuda:0') (tensor(135.5126, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3551 (0.37226082233900437) | > loader_time: 0.0036 (0.0035722577170039832)  --> TIME: 2024-06-11 11:54:09 -- STEP: 114/330 -- GLOBAL_STEP: 243875 | > loss_disc: 2.354905605316162 (2.3623134232403955) | > loss_disc_real_0: 0.10163937509059906 (0.11626643308422022) | > loss_disc_real_1: 0.2067229449748993 (0.20075140109187678) | > loss_disc_real_2: 0.23814217746257782 (0.21172923084936643) | > loss_disc_real_3: 0.22114421427249908 (0.22834589266986177) | > loss_disc_real_4: 0.22237397730350494 (0.23111156753280707) | > loss_disc_real_5: 0.19994007050991058 (0.22281308589797272) | > loss_0: 2.354905605316162 (2.3623134232403955) | > grad_norm_0: tensor(7.9176, device='cuda:0') (tensor(12.9965, device='cuda:0')) | > loss_gen: 2.6326751708984375 (2.481218931967752) | > loss_kl: 2.109564781188965 (1.9307205321495993) | > loss_feat: 7.893174171447754 (7.065703550974527) | > loss_mel: 18.558874130249023 (17.98052404637921) | > loss_duration: 2.0339035987854004 (2.020762574254421) | > loss_1: 33.22819137573242 (31.47892973715799) | > grad_norm_1: tensor(162.9722, device='cuda:0') (tensor(134.1946, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3858 (0.37311884394863193) | > loader_time: 0.0039 (0.0036834833914773505)  --> TIME: 2024-06-11 11:54:18 -- STEP: 139/330 -- GLOBAL_STEP: 243900 | > loss_disc: 2.473081111907959 (2.3653775565058224) | > loss_disc_real_0: 0.20270423591136932 (0.11731631206951552) | > loss_disc_real_1: 0.19231277704238892 (0.20045139227839684) | > loss_disc_real_2: 0.20318196713924408 (0.2123567323676116) | > loss_disc_real_3: 0.2064269334077835 (0.22853096805030493) | > loss_disc_real_4: 0.23957248032093048 (0.230780459672427) | > loss_disc_real_5: 0.216317281126976 (0.22292134851860484) | > loss_0: 2.473081111907959 (2.3653775565058224) | > grad_norm_0: tensor(8.8626, device='cuda:0') (tensor(12.6453, device='cuda:0')) | > loss_gen: 2.3160645961761475 (2.4778228680864514) | > loss_kl: 1.9556292295455933 (1.9349001611737038) | > loss_feat: 6.162519931793213 (7.045478992324938) | > loss_mel: 17.737699508666992 (17.99187866046273) | > loss_duration: 2.083467960357666 (2.024948786488539) | > loss_1: 30.255380630493164 (31.475029513132657) | > grad_norm_1: tensor(204.3717, device='cuda:0') (tensor(137.1499, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3791 (0.3744118196501149) | > loader_time: 0.0044 (0.003751720455910662)  --> TIME: 2024-06-11 11:54:28 -- STEP: 164/330 -- GLOBAL_STEP: 243925 | > loss_disc: 2.363882064819336 (2.3660875384400546) | > loss_disc_real_0: 0.10694392025470734 (0.11761528807805806) | > loss_disc_real_1: 0.1567939817905426 (0.20024328887826062) | > loss_disc_real_2: 0.21475136280059814 (0.21200559233746868) | > loss_disc_real_3: 0.23267143964767456 (0.22905422937942715) | > loss_disc_real_4: 0.23655295372009277 (0.2312001863085642) | > loss_disc_real_5: 0.23106060922145844 (0.22302395350685933) | > loss_0: 2.363882064819336 (2.3660875384400546) | > grad_norm_0: tensor(3.9113, device='cuda:0') (tensor(13.6354, device='cuda:0')) | > loss_gen: 2.3440616130828857 (2.4763689331892063) | > loss_kl: 1.8882092237472534 (1.9370036779380426) | > loss_feat: 6.556670665740967 (7.038272689028484) | > loss_mel: 17.477245330810547 (17.97974116627762) | > loss_duration: 2.096327781677246 (2.02752148378186) | > loss_1: 30.36251449584961 (31.45890798801329) | > grad_norm_1: tensor(149.3959, device='cuda:0') (tensor(149.6175, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3902 (0.3763557439897119) | > loader_time: 0.0045 (0.0038691817260370024)  --> TIME: 2024-06-11 11:54:38 -- STEP: 189/330 -- GLOBAL_STEP: 243950 | > loss_disc: 2.3483986854553223 (2.366131798930901) | > loss_disc_real_0: 0.08976136893033981 (0.11761510320914485) | > loss_disc_real_1: 0.21705037355422974 (0.20054174526027904) | > loss_disc_real_2: 0.1951119750738144 (0.212368665312333) | > loss_disc_real_3: 0.24705035984516144 (0.22903983153048016) | > loss_disc_real_4: 0.28164735436439514 (0.23138707986584417) | > loss_disc_real_5: 0.26671314239501953 (0.22344016090587335) | > loss_0: 2.3483986854553223 (2.366131798930901) | > grad_norm_0: tensor(40.7365, device='cuda:0') (tensor(15.5297, device='cuda:0')) | > loss_gen: 2.710495710372925 (2.481340263255689) | > loss_kl: 1.9794731140136719 (1.9442578724452428) | > loss_feat: 7.3144121170043945 (7.048718169883445) | > loss_mel: 18.295269012451172 (17.957156499226873) | > loss_duration: 2.1009068489074707 (2.034598429997761) | > loss_1: 32.40055465698242 (31.466071224717236) | > grad_norm_1: tensor(405.5111, device='cuda:0') (tensor(166.7903, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.3874 (0.37825390018483324) | > loader_time: 0.0046 (0.003980490265699924)  --> TIME: 2024-06-11 11:54:48 -- STEP: 214/330 -- GLOBAL_STEP: 243975 | > loss_disc: 2.4774417877197266 (2.365456668015955) | > loss_disc_real_0: 0.20177850127220154 (0.1182189786058163) | > loss_disc_real_1: 0.18692199885845184 (0.20080244812731435) | > loss_disc_real_2: 0.21984216570854187 (0.21275758534391342) | > loss_disc_real_3: 0.22555004060268402 (0.22868992750332734) | > loss_disc_real_4: 0.2724115550518036 (0.23070551691768326) | > loss_disc_real_5: 0.20901325345039368 (0.22302982970097354) | > loss_0: 2.4774417877197266 (2.365456668015955) | > grad_norm_0: tensor(83.0189, device='cuda:0') (tensor(17.8531, device='cuda:0')) | > loss_gen: 2.451118230819702 (2.4869963053230917) | > loss_kl: 1.947256088256836 (1.9447905683071813) | > loss_feat: 6.7626953125 (7.050158139701201) | > loss_mel: 17.571617126464844 (17.925272371167324) | > loss_duration: 2.1479907035827637 (2.041648446956527) | > loss_1: 30.880678176879883 (31.4488657835488) | > grad_norm_1: tensor(481.7169, device='cuda:0') (tensor(190.2899, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.4034 (0.3805981885606998) | > loader_time: 0.005 (0.004083806109205589)  --> TIME: 2024-06-11 11:54:59 -- STEP: 239/330 -- GLOBAL_STEP: 244000 | > loss_disc: 2.4537155628204346 (2.362165474991422) | > loss_disc_real_0: 0.12637877464294434 (0.11853365645311367) | > loss_disc_real_1: 0.22122232615947723 (0.20033398875382158) | > loss_disc_real_2: 0.211858868598938 (0.21248491245583007) | > loss_disc_real_3: 0.21213530004024506 (0.228560883567423) | > loss_disc_real_4: 0.17774397134780884 (0.22958096032611497) | > loss_disc_real_5: 0.20556199550628662 (0.22270391314099525) | > loss_0: 2.4537155628204346 (2.362165474991422) | > grad_norm_0: tensor(13.8207, device='cuda:0') (tensor(20.7592, device='cuda:0')) | > loss_gen: 2.632284641265869 (2.498247660353592) | > loss_kl: 2.066737413406372 (1.9470166312101995) | > loss_feat: 6.614058494567871 (7.066275682409438) | > loss_mel: 16.968408584594727 (17.87745720771565) | > loss_duration: 2.08062744140625 (2.0498005226566196) | > loss_1: 30.36211585998535 (31.438797691377136) | > grad_norm_1: tensor(502.8512, device='cuda:0') (tensor(214.7933, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.4074 (0.3836829183490706) | > loader_time: 0.0068 (0.004207660962348207) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_244000.pth  --> TIME: 2024-06-11 11:55:14 -- STEP: 264/330 -- GLOBAL_STEP: 244025 | > loss_disc: 2.4005868434906006 (2.3660717380769345) | > loss_disc_real_0: 0.09538471698760986 (0.11999325938240597) | > loss_disc_real_1: 0.17092253267765045 (0.20055766223054947) | > loss_disc_real_2: 0.17245398461818695 (0.21255418376037563) | > loss_disc_real_3: 0.26259008049964905 (0.22904730729307188) | > loss_disc_real_4: 0.2489500641822815 (0.23018581273429323) | > loss_disc_real_5: 0.209010511636734 (0.22281997255755193) | > loss_0: 2.4005868434906006 (2.3660717380769345) | > grad_norm_0: tensor(26.4355, device='cuda:0') (tensor(22.0111, device='cuda:0')) | > loss_gen: 2.4087507724761963 (2.4946632168509737) | > loss_kl: 1.9886780977249146 (1.9482953774206566) | > loss_feat: 6.596813201904297 (7.071442927374984) | > loss_mel: 16.596532821655273 (17.833128921913367) | > loss_duration: 2.170651912689209 (2.0573534252065597) | > loss_1: 29.76142692565918 (31.404883847092137) | > grad_norm_1: tensor(326.5753, device='cuda:0') (tensor(227.7457, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.4255 (0.3878496262160215) | > loader_time: 0.0055 (0.00435480204495517)  --> TIME: 2024-06-11 11:55:26 -- STEP: 289/330 -- GLOBAL_STEP: 244050 | > loss_disc: 2.4753315448760986 (2.364924259251792) | > loss_disc_real_0: 0.11527708172798157 (0.12017289011587734) | > loss_disc_real_1: 0.34559300541877747 (0.2007535314477439) | > loss_disc_real_2: 0.2064668834209442 (0.21248921819005454) | > loss_disc_real_3: 0.257816880941391 (0.22893591122025025) | > loss_disc_real_4: 0.28999197483062744 (0.2298439141478918) | > loss_disc_real_5: 0.2484647035598755 (0.22261582443870884) | > loss_0: 2.4753315448760986 (2.364924259251792) | > grad_norm_0: tensor(45.9991, device='cuda:0') (tensor(22.6020, device='cuda:0')) | > loss_gen: 2.4984233379364014 (2.4934473045969496) | > loss_kl: 1.9013445377349854 (1.9467616341105793) | > loss_feat: 6.810524940490723 (7.090129132914296) | > loss_mel: 17.262367248535156 (17.78859439440664) | > loss_duration: 2.2040178775787354 (2.0666158207560077) | > loss_1: 30.67667579650879 (31.385548258322746) | > grad_norm_1: tensor(484.0001, device='cuda:0') (tensor(238.0770, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.4543 (0.3933545363403109) | > loader_time: 0.0067 (0.004518752279578611)  --> TIME: 2024-06-11 11:55:39 -- STEP: 314/330 -- GLOBAL_STEP: 244075 | > loss_disc: 2.358957290649414 (2.36674867541927) | > loss_disc_real_0: 0.07279711216688156 (0.12103832708849649) | > loss_disc_real_1: 0.16109035909175873 (0.2003676906038242) | > loss_disc_real_2: 0.23704314231872559 (0.212815907350771) | > loss_disc_real_3: 0.24742425978183746 (0.22899536641350218) | > loss_disc_real_4: 0.2157902717590332 (0.22977926183468217) | > loss_disc_real_5: 0.24717000126838684 (0.22274769752458398) | > loss_0: 2.358957290649414 (2.36674867541927) | > grad_norm_0: tensor(30.4634, device='cuda:0') (tensor(23.8567, device='cuda:0')) | > loss_gen: 2.4957098960876465 (2.490893534793974) | > loss_kl: 1.9424210786819458 (1.9483205835530713) | > loss_feat: 7.450085163116455 (7.102906696356026) | > loss_mel: 17.27078628540039 (17.76759609295303) | > loss_duration: 2.2839813232421875 (2.079266975639732) | > loss_1: 31.442983627319336 (31.388983866211714) | > grad_norm_1: tensor(367.1564, device='cuda:0') (tensor(250.1216, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.5272 (0.40222961204067176) | > loader_time: 0.0085 (0.00474796021819874)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3817203044891357 (2.3817203044891357) | > loss_disc_real_0: 0.12766686081886292 (0.12766686081886292) | > loss_disc_real_1: 0.19517484307289124 (0.19517484307289124) | > loss_disc_real_2: 0.22257596254348755 (0.22257596254348755) | > loss_disc_real_3: 0.21979668736457825 (0.21979668736457825) | > loss_disc_real_4: 0.2787233591079712 (0.2787233591079712) | > loss_disc_real_5: 0.23357360064983368 (0.23357360064983368) | > loss_0: 2.3817203044891357 (2.3817203044891357) | > loss_gen: 2.4937188625335693 (2.4937188625335693) | > loss_kl: 2.358128070831299 (2.358128070831299) | > loss_feat: 5.390241622924805 (5.390241622924805) | > loss_mel: 14.69663143157959 (14.69663143157959) | > loss_duration: 2.9073777198791504 (2.9073777198791504) | > loss_1: 27.846097946166992 (27.846097946166992)  --> STEP: 1 | > loss_disc: 2.272406578063965 (2.272406578063965) | > loss_disc_real_0: 0.049989089369773865 (0.049989089369773865) | > loss_disc_real_1: 0.16565953195095062 (0.16565953195095062) | > loss_disc_real_2: 0.22386270761489868 (0.22386270761489868) | > loss_disc_real_3: 0.19859452545642853 (0.19859452545642853) | > loss_disc_real_4: 0.1613398790359497 (0.1613398790359497) | > loss_disc_real_5: 0.16107232868671417 (0.16107232868671417) | > loss_0: 2.272406578063965 (2.272406578063965) | > loss_gen: 2.1201231479644775 (2.1201231479644775) | > loss_kl: 2.588775873184204 (2.588775873184204) | > loss_feat: 6.425229072570801 (6.425229072570801) | > loss_mel: 19.866500854492188 (19.866500854492188) | > loss_duration: 2.4211645126342773 (2.4211645126342773) | > loss_1: 33.421791076660156 (33.421791076660156)  --> STEP: 2 | > loss_disc: 2.27959942817688 (2.2760030031204224) | > loss_disc_real_0: 0.15737083554267883 (0.10367996245622635) | > loss_disc_real_1: 0.13380278646945953 (0.14973115921020508) | > loss_disc_real_2: 0.2855101525783539 (0.2546864300966263) | > loss_disc_real_3: 0.21851155161857605 (0.2085530385375023) | > loss_disc_real_4: 0.24106860160827637 (0.20120424032211304) | > loss_disc_real_5: 0.2447412759065628 (0.2029068022966385) | > loss_0: 2.27959942817688 (2.2760030031204224) | > loss_gen: 2.98614501953125 (2.5531340837478638) | > loss_kl: 2.238555908203125 (2.4136658906936646) | > loss_feat: 6.597443103790283 (6.511336088180542) | > loss_mel: 18.443571090698242 (19.155035972595215) | > loss_duration: 2.4626991748809814 (2.4419318437576294) | > loss_1: 32.72841262817383 (33.07510185241699)  --> STEP: 3 | > loss_disc: 2.193711757659912 (2.248572587966919) | > loss_disc_real_0: 0.06487447768449783 (0.09074480086565018) | > loss_disc_real_1: 0.0908462256193161 (0.1301028480132421) | > loss_disc_real_2: 0.12154672294855118 (0.21030652771393457) | > loss_disc_real_3: 0.2368389368057251 (0.21798167129357657) | > loss_disc_real_4: 0.15852206945419312 (0.1869768500328064) | > loss_disc_real_5: 0.26478755474090576 (0.2235337197780609) | > loss_0: 2.193711757659912 (2.248572587966919) | > loss_gen: 2.423454999923706 (2.5099077224731445) | > loss_kl: 3.1522274017333984 (2.6598530610402427) | > loss_feat: 9.009825706481934 (7.344165960947673) | > loss_mel: 17.850536346435547 (18.720202763875324) | > loss_duration: 2.301548719406128 (2.3951374689737954) | > loss_1: 34.73759078979492 (33.62926483154297)  --> STEP: 4 | > loss_disc: 2.5356249809265137 (2.3203356862068176) | > loss_disc_real_0: 0.2325529158115387 (0.1261968296021223) | > loss_disc_real_1: 0.2285114824771881 (0.1547050066292286) | > loss_disc_real_2: 0.257925420999527 (0.22221125103533268) | > loss_disc_real_3: 0.19200171530246735 (0.21148668229579926) | > loss_disc_real_4: 0.21407769620418549 (0.19375206157565117) | > loss_disc_real_5: 0.17468000948429108 (0.21132029220461845) | > loss_0: 2.5356249809265137 (2.3203356862068176) | > loss_gen: 2.3354978561401367 (2.4663052558898926) | > loss_kl: 2.9953317642211914 (2.7437227368354797) | > loss_feat: 6.1941657066345215 (7.056665897369385) | > loss_mel: 15.479364395141602 (17.909993171691895) | > loss_duration: 2.3271536827087402 (2.3781415224075317) | > loss_1: 29.331514358520508 (32.55482721328735)  --> STEP: 5 | > loss_disc: 2.4027371406555176 (2.3368159770965575) | > loss_disc_real_0: 0.14291808009147644 (0.12954107969999312) | > loss_disc_real_1: 0.19839540123939514 (0.1634430855512619) | > loss_disc_real_2: 0.2972228527069092 (0.237213571369648) | > loss_disc_real_3: 0.24342186748981476 (0.21787371933460237) | > loss_disc_real_4: 0.2582647502422333 (0.2066545993089676) | > loss_disc_real_5: 0.2634509205818176 (0.22174641788005828) | > loss_0: 2.4027371406555176 (2.3368159770965575) | > loss_gen: 2.5474743843078613 (2.4825390815734862) | > loss_kl: 2.602405309677124 (2.7154592514038085) | > loss_feat: 6.089510440826416 (6.863234806060791) | > loss_mel: 17.77655792236328 (17.883306121826173) | > loss_duration: 2.3856709003448486 (2.379647397994995) | > loss_1: 31.40161895751953 (32.32418556213379)  --> STEP: 6 | > loss_disc: 2.223663806915283 (2.317957282066345) | > loss_disc_real_0: 0.1471494436264038 (0.13247580702106157) | > loss_disc_real_1: 0.14417438209056854 (0.16023163497447968) | > loss_disc_real_2: 0.2412816733121872 (0.23789158836007118) | > loss_disc_real_3: 0.1900348961353302 (0.213233915468057) | > loss_disc_real_4: 0.20468179881572723 (0.20632579922676086) | > loss_disc_real_5: 0.2165718376636505 (0.22088398784399033) | > loss_0: 2.223663806915283 (2.317957282066345) | > loss_gen: 2.632438898086548 (2.507522384325663) | > loss_kl: 2.4081132411956787 (2.66423491636912) | > loss_feat: 6.264646053314209 (6.76347001393636) | > loss_mel: 18.068578720092773 (17.914184888203938) | > loss_duration: 2.177367925643921 (2.3459341526031494) | > loss_1: 31.551143646240234 (32.1953452428182)  --> STEP: 7 | > loss_disc: 2.5626440048217773 (2.352912528174264) | > loss_disc_real_0: 0.16767628490924835 (0.13750444671937398) | > loss_disc_real_1: 0.18923161923885345 (0.1643744898693902) | > loss_disc_real_2: 0.2844609022140503 (0.2445443474820682) | > loss_disc_real_3: 0.22672142088413239 (0.21516070195606776) | > loss_disc_real_4: 0.23605157434940338 (0.21057233852999552) | > loss_disc_real_5: 0.19286637008190155 (0.2168814710208348) | > loss_0: 2.5626440048217773 (2.352912528174264) | > loss_gen: 2.1793322563171387 (2.4606380803244456) | > loss_kl: 3.8298075199127197 (2.83074528830392) | > loss_feat: 6.421291351318359 (6.714587347848075) | > loss_mel: 16.95078468322754 (17.776556287493026) | > loss_duration: 2.5283260345458984 (2.371990135737828) | > loss_1: 31.909542083740234 (32.15451622009277)  --> STEP: 8 | > loss_disc: 1.9912967681884766 (2.3077105581760406) | > loss_disc_real_0: 0.10312409698963165 (0.13320690300315619) | > loss_disc_real_1: 0.18964757025241852 (0.16753362491726875) | > loss_disc_real_2: 0.15800979733467102 (0.23372752871364355) | > loss_disc_real_3: 0.22179730236530304 (0.21599027700722218) | > loss_disc_real_4: 0.16181881725788116 (0.20447814837098122) | > loss_disc_real_5: 0.2036696821451187 (0.21522999741137028) | > loss_0: 1.9912967681884766 (2.3077105581760406) | > loss_gen: 2.731743812561035 (2.494526296854019) | > loss_kl: 3.2301228046417236 (2.8806674778461456) | > loss_feat: 10.781577110290527 (7.222961068153381) | > loss_mel: 19.781347274780273 (18.02715516090393) | > loss_duration: 2.2072906494140625 (2.351402699947357) | > loss_1: 38.732078552246094 (32.97671151161194)  --> STEP: 9 | > loss_disc: 2.3904478549957275 (2.316903591156006) | > loss_disc_real_0: 0.2549341320991516 (0.146732150680489) | > loss_disc_real_1: 0.2035718858242035 (0.1715378761291504) | > loss_disc_real_2: 0.27337411046028137 (0.23813270446326998) | > loss_disc_real_3: 0.19667133688926697 (0.21384372810522714) | > loss_disc_real_4: 0.17509973049163818 (0.20121387971772087) | > loss_disc_real_5: 0.14685393869876862 (0.20763265755441454) | > loss_0: 2.3904478549957275 (2.316903591156006) | > loss_gen: 2.466672420501709 (2.4914314217037625) | > loss_kl: 2.067274332046509 (2.790290461646186) | > loss_feat: 8.26484489440918 (7.338725937737359) | > loss_mel: 19.204927444458008 (18.158018747965496) | > loss_duration: 2.1514530181884766 (2.329186068640815) | > loss_1: 34.155174255371094 (33.10765181647407)  --> STEP: 10 | > loss_disc: 2.613394021987915 (2.3465526342391967) | > loss_disc_real_0: 0.1822277307510376 (0.15028170868754387) | > loss_disc_real_1: 0.17998869717121124 (0.17238295823335648) | > loss_disc_real_2: 0.2923276424407959 (0.24355219826102256) | > loss_disc_real_3: 0.2612472474575043 (0.21858408004045488) | > loss_disc_real_4: 0.22980456054210663 (0.20407294780015944) | > loss_disc_real_5: 0.2931390106678009 (0.21618329286575316) | > loss_0: 2.613394021987915 (2.3465526342391967) | > loss_gen: 2.345932960510254 (2.476881575584412) | > loss_kl: 2.2721266746520996 (2.7384740829467775) | > loss_feat: 4.556329250335693 (7.060486268997193) | > loss_mel: 15.928330421447754 (17.93504991531372) | > loss_duration: 2.3368728160858154 (2.329954743385315) | > loss_1: 27.439590454101562 (32.540845680236814)  --> STEP: 11 | > loss_disc: 2.5543127059936523 (2.365439913489602) | > loss_disc_real_0: 0.16425347328186035 (0.15155186910520901) | > loss_disc_real_1: 0.23035547137260437 (0.17765318670056082) | > loss_disc_real_2: 0.30253514647483826 (0.24891428446227853) | > loss_disc_real_3: 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(6.911389424250676) | > loss_mel: 17.273662567138672 (17.7341764156635) | > loss_duration: 2.1856696605682373 (2.323856225380531) | > loss_1: 31.6291446685791 (32.12765620304988)  --> STEP: 14 | > loss_disc: 2.314663887023926 (2.3542982510157993) | > loss_disc_real_0: 0.19866344332695007 (0.1454616923417364) | > loss_disc_real_1: 0.14526861906051636 (0.17801647739750998) | > loss_disc_real_2: 0.261490136384964 (0.24480637641889708) | > loss_disc_real_3: 0.2530515193939209 (0.21928842791489192) | > loss_disc_real_4: 0.2401701956987381 (0.20311533979007176) | > loss_disc_real_5: 0.23845075070858002 (0.22030988654920033) | > loss_0: 2.314663887023926 (2.3542982510157993) | > loss_gen: 2.759125232696533 (2.458860312189375) | > loss_kl: 3.6014044284820557 (2.785252724375044) | > loss_feat: 7.880767822265625 (6.980630738394601) | > loss_mel: 19.588289260864258 (17.866613047463556) | > loss_duration: 2.432121753692627 (2.331589477402823) | > loss_1: 36.2617073059082 (32.42294556753976)  --> STEP: 15 | > loss_disc: 2.519223213195801 (2.365293248494466) | > loss_disc_real_0: 0.25055763125419617 (0.1524680882692337) | > loss_disc_real_1: 0.22011615335941315 (0.18082312246163687) | > loss_disc_real_2: 0.20916219055652618 (0.2424300973614057) | > loss_disc_real_3: 0.2473442554473877 (0.2211588164170583) | > loss_disc_real_4: 0.18686622381210327 (0.20203206539154053) | > loss_disc_real_5: 0.24017773568630219 (0.22163440982500712) | > loss_0: 2.519223213195801 (2.365293248494466) | > loss_gen: 2.4763591289520264 (2.4600268999735513) | > loss_kl: 3.1186132431030273 (2.807476758956909) | > loss_feat: 7.754467964172363 (7.032219886779785) | > loss_mel: 17.60272216796875 (17.8490203221639) | > loss_duration: 2.2952089309692383 (2.3291641076405845) | > loss_1: 33.247371673583984 (32.477907307942715)  --> STEP: 16 | > loss_disc: 2.676021099090576 (2.384713739156723) | > loss_disc_real_0: 0.27700871229171753 (0.16025187727063894) | > loss_disc_real_1: 0.24688385426998138 (0.1849519181996584) | > loss_disc_real_2: 0.2831555902957916 (0.2449754406698048) | > loss_disc_real_3: 0.2569402754306793 (0.22339515760540962) | > loss_disc_real_4: 0.20656725764274597 (0.20231551490724087) | > loss_disc_real_5: 0.3234078884124756 (0.2279952522367239) | > loss_0: 2.676021099090576 (2.384713739156723) | > loss_gen: 2.469254732131958 (2.460603639483452) | > loss_kl: 2.8084661960601807 (2.8075385987758636) | > loss_feat: 6.453982353210449 (6.996080040931702) | > loss_mel: 17.226171493530273 (17.810092270374298) | > loss_duration: 2.375593662261963 (2.3320659548044205) | > loss_1: 31.33346939086914 (32.40637993812562)  --> STEP: 17 | > loss_disc: 2.3404886722564697 (2.3821122646331787) | > loss_disc_real_0: 0.1455867886543274 (0.1593892249990912) | > loss_disc_real_1: 0.14524056017398834 (0.18261595596285427) | > loss_disc_real_2: 0.28695395588874817 (0.24744476509444854) | > loss_disc_real_3: 0.19555646181106567 (0.22175758726456585) | > loss_disc_real_4: 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(17.979674540067975) | > loss_duration: 2.358551502227783 (2.3350094870517126) | > loss_1: 30.1536865234375 (32.43832718698603)  --> STEP: 20 | > loss_disc: 2.415329933166504 (2.3947296142578125) | > loss_disc_real_0: 0.18657612800598145 (0.16569486930966376) | > loss_disc_real_1: 0.21313150227069855 (0.18626344129443168) | > loss_disc_real_2: 0.30199894309043884 (0.24477627016603948) | > loss_disc_real_3: 0.23211638629436493 (0.2259589686989784) | > loss_disc_real_4: 0.23168867826461792 (0.2044525533914566) | > loss_disc_real_5: 0.23158058524131775 (0.22801435515284538) | > loss_0: 2.415329933166504 (2.3947296142578125) | > loss_gen: 2.7107975482940674 (2.4583972334861754) | > loss_kl: 2.2076292037963867 (2.6969667077064514) | > loss_feat: 6.7866058349609375 (6.947349190711975) | > loss_mel: 18.53459358215332 (18.00742049217224) | > loss_duration: 2.313755512237549 (2.333946788311004) | > loss_1: 32.553382873535156 (32.444079971313485)  --> STEP: 21 | > loss_disc: 2.461912155151367 (2.3979287828717912) | > loss_disc_real_0: 0.13384176790714264 (0.16417805495716276) | > loss_disc_real_1: 0.15476509928703308 (0.1847635202464603) | > loss_disc_real_2: 0.1964651495218277 (0.2424757406115532) | > loss_disc_real_3: 0.26716679334640503 (0.2279212460631416) | > loss_disc_real_4: 0.19775931537151337 (0.2041338277714593) | > loss_disc_real_5: 0.25381916761398315 (0.22924315574623289) | > loss_0: 2.461912155151367 (2.3979287828717912) | > loss_gen: 2.133756399154663 (2.442938146137056) | > loss_kl: 1.651570439338684 (2.6471859330222722) | > loss_feat: 6.200686931610107 (6.9117938450404575) | > loss_mel: 15.666217803955078 (17.895934649876185) | > loss_duration: 2.1523776054382324 (2.325300636745634) | > loss_1: 27.804609298706055 (32.22315279642742)  --> STEP: 22 | > loss_disc: 2.3458516597747803 (2.3955616409128364) | > loss_disc_real_0: 0.1255943477153778 (0.16242425008253616) | > loss_disc_real_1: 0.21762493252754211 (0.18625722080469131) | > loss_disc_real_2: 0.25612181425094604 (0.24309601668607106) | > loss_disc_real_3: 0.23781847953796387 (0.22837112031199716) | > loss_disc_real_4: 0.16576534509658813 (0.20238980583169244) | > loss_disc_real_5: 0.248275026679039 (0.23010824078863318) | > loss_0: 2.3458516597747803 (2.3955616409128364) | > loss_gen: 2.5834381580352783 (2.449324510314248) | > loss_kl: 1.8065731525421143 (2.6089762611822653) | > loss_feat: 7.642686367034912 (6.945016232403842) | > loss_mel: 19.260801315307617 (17.95797404375943) | > loss_duration: 2.1820943355560303 (2.3187912594188336) | > loss_1: 33.47559356689453 (32.280081922357745)  --> STEP: 23 | > loss_disc: 2.564392328262329 (2.4029021055802056) | > loss_disc_real_0: 0.17388534545898438 (0.16292255857716434) | > loss_disc_real_1: 0.20750492811203003 (0.18718103416587994) | > loss_disc_real_2: 0.270346075296402 (0.24428080184304196) | > loss_disc_real_3: 0.2539668083190918 (0.2294839763123056) | > loss_disc_real_4: 0.2225094437599182 (0.20326457269813702) | > loss_disc_real_5: 0.26244813203811646 (0.23151432301687158) | > loss_0: 2.564392328262329 (2.4029021055802056) | > loss_gen: 2.2334063053131104 (2.43993676227072) | > loss_kl: 2.0996806621551514 (2.586832974268043) | > loss_feat: 5.1982855796813965 (6.869071421415909) | > loss_mel: 17.503795623779297 (17.93822715593421) | > loss_duration: 2.2881674766540527 (2.3174597906029737) | > loss_1: 29.323335647583008 (32.151527736497975)  --> STEP: 24 | > loss_disc: 2.3055124282836914 (2.3988442023595176) | > loss_disc_real_0: 0.06320086866617203 (0.15876748816420633) | > loss_disc_real_1: 0.19782523810863495 (0.18762454266349474) | > loss_disc_real_2: 0.166473388671875 (0.24103882629424334) | > loss_disc_real_3: 0.21241779625415802 (0.22877288547654948) | > loss_disc_real_4: 0.1873636245727539 (0.20260203319291273) | > loss_disc_real_5: 0.19064296782016754 (0.22981134988367558) | > loss_0: 2.3055124282836914 (2.3988442023595176) | > loss_gen: 2.2432069778442383 (2.4317396879196167) | > loss_kl: 2.309215545654297 (2.5752655814091368) | > loss_feat: 9.812707901000977 (6.991722941398621) | > loss_mel: 18.273117065429688 (17.95218090216319) | > loss_duration: 2.404283046722412 (2.3210774262746168) | > loss_1: 35.04253005981445 (32.27198616663616)  --> STEP: 25 | > loss_disc: 2.4814114570617676 (2.4021468925476075) | > loss_disc_real_0: 0.12382540106773376 (0.15736980468034742) | > loss_disc_real_1: 0.1632053554058075 (0.18664777517318726) | > loss_disc_real_2: 0.24126869440078735 (0.2410480210185051) | > loss_disc_real_3: 0.2577274739742279 (0.2299310690164566) | > loss_disc_real_4: 0.14947539567947388 (0.2004769676923752) | > loss_disc_real_5: 0.23555904626846313 (0.23004125773906708) | > loss_0: 2.4814114570617676 (2.4021468925476075) | > loss_gen: 2.0022389888763428 (2.414559659957886) | > loss_kl: 2.9102416038513184 (2.588664622306824) | > loss_feat: 4.435555458068848 (6.88947624206543) | > loss_mel: 17.252403259277344 (17.924189796447752) | > loss_duration: 2.3870975971221924 (2.32371823310852) | > loss_1: 28.987537384033203 (32.14060821533204)  --> STEP: 26 | > loss_disc: 2.393186330795288 (2.4018022555571337) | > loss_disc_real_0: 0.19336670637130737 (0.1587543008992305) | > loss_disc_real_1: 0.18286725878715515 (0.1865023706968014) | > loss_disc_real_2: 0.2716504633426666 (0.24222503803097284) | > loss_disc_real_3: 0.2600375711917877 (0.2310890114078155) | > loss_disc_real_4: 0.16193677484989166 (0.19899465258304888) | > loss_disc_real_5: 0.2499764859676361 (0.23080799728631973) | > loss_0: 2.393186330795288 (2.4018022555571337) | > loss_gen: 2.6724417209625244 (2.4244782007657566) | > loss_kl: 2.541874885559082 (2.586865017047295) | > loss_feat: 14.391912460327148 (7.1780314812293415) | > loss_mel: 18.901397705078125 (17.96177471601046) | > loss_duration: 2.279594898223877 (2.322021181766803) | > loss_1: 40.78722381591797 (32.47317035381611) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024003157248863806 (-3.4625713641826556e-05) | > avg_loss_disc: 2.4018022555571337 (-0.16342609662275986) | > avg_loss_disc_real_0: 0.1587543008992305 (-0.024317751996792286) | > avg_loss_disc_real_1: 0.1865023706968014 (-0.0030583679102934302) | > avg_loss_disc_real_2: 0.24222503803097284 (+0.02189733173984748) | > avg_loss_disc_real_3: 0.2310890114078155 (-0.07666788536768696) | > avg_loss_disc_real_4: 0.19899465258304888 (-0.11533817305014687) | > avg_loss_disc_real_5: 0.23080799728631973 (-0.021971880816496314) | > avg_loss_0: 2.4018022555571337 (-0.16342609662275986) | > avg_loss_gen: 2.4244782007657566 (-0.18455767631530762) | > avg_loss_kl: 2.586865017047295 (+0.011024181659404775) | > avg_loss_feat: 7.1780314812293415 (-0.21199013636662478) | > avg_loss_mel: 17.96177471601046 (-0.38205553935124215) | > avg_loss_duration: 2.322021181766803 (-0.00209438800811812) | > avg_loss_1: 32.47317035381611 (-0.769673860990089)  > EPOCH: 473/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:56:07)   --> TIME: 2024-06-11 11:56:11 -- STEP: 9/330 -- GLOBAL_STEP: 244100 | > loss_disc: 2.3702714443206787 (2.4058199988471136) | > loss_disc_real_0: 0.08048677444458008 (0.10672823174132241) | > loss_disc_real_1: 0.18452119827270508 (0.19212532540162405) | > loss_disc_real_2: 0.20990227162837982 (0.2123943434821235) | > loss_disc_real_3: 0.22136247158050537 (0.242151172624694) | > loss_disc_real_4: 0.24850526452064514 (0.2400944001144833) | > loss_disc_real_5: 0.21781937777996063 (0.24258253971735635) | > loss_0: 2.3702714443206787 (2.4058199988471136) | > grad_norm_0: tensor(9.4750, device='cuda:0') (tensor(13.7975, device='cuda:0')) | > loss_gen: 2.4810025691986084 (2.4126721223195395) | > loss_kl: 1.629711627960205 (1.8959961069954767) | > loss_feat: 7.18865966796875 (6.822854518890381) | > loss_mel: 18.97110366821289 (18.312740749782986) | > loss_duration: 2.091385841369629 (2.14865509668986) | > loss_1: 32.36186218261719 (31.592918184068466) | > grad_norm_1: tensor(133.7173, device='cuda:0') (tensor(138.2846, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3514 (0.3542310661739773) | > loader_time: 0.0031 (0.0030448436737060547)  --> TIME: 2024-06-11 11:56:20 -- STEP: 34/330 -- GLOBAL_STEP: 244125 | > loss_disc: 2.2757177352905273 (2.328547218266655) | > loss_disc_real_0: 0.10469366610050201 (0.10772189541774638) | > loss_disc_real_1: 0.21931050717830658 (0.19774600381360335) | > loss_disc_real_2: 0.22459004819393158 (0.21092600463067784) | > loss_disc_real_3: 0.23559650778770447 (0.23006742798230229) | > loss_disc_real_4: 0.1887824833393097 (0.22577693313360214) | > loss_disc_real_5: 0.17893008887767792 (0.218702194007004) | > loss_0: 2.2757177352905273 (2.328547218266655) | > grad_norm_0: tensor(21.4833, device='cuda:0') (tensor(12.4770, device='cuda:0')) | > loss_gen: 2.632050037384033 (2.5571975287269137) | > loss_kl: 2.074172019958496 (1.8533471682492424) | > loss_feat: 7.337675094604492 (7.1627481544719025) | > loss_mel: 18.427658081054688 (18.1914119720459) | > loss_duration: 2.046149253845215 (2.0528743442367094) | > loss_1: 32.517704010009766 (31.81757910111371) | > grad_norm_1: tensor(275.1360, device='cuda:0') (tensor(143.6307, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3487 (0.3522656805375043) | > loader_time: 0.0036 (0.003239729825188132)  --> TIME: 2024-06-11 11:56:30 -- STEP: 59/330 -- GLOBAL_STEP: 244150 | > loss_disc: 2.3004097938537598 (2.335219856035911) | > loss_disc_real_0: 0.10432769358158112 (0.10758766595084789) | > loss_disc_real_1: 0.20332056283950806 (0.1997075080871582) | > loss_disc_real_2: 0.19670316576957703 (0.21039902431479954) | > loss_disc_real_3: 0.2534007132053375 (0.22967346694509863) | > loss_disc_real_4: 0.22515685856342316 (0.22857707410545672) | > loss_disc_real_5: 0.21677370369434357 (0.22174765068595692) | > loss_0: 2.3004097938537598 (2.335219856035911) | > grad_norm_0: tensor(36.3088, device='cuda:0') (tensor(13.1478, device='cuda:0')) | > loss_gen: 2.5175459384918213 (2.5332000336404574) | > loss_kl: 1.8593089580535889 (1.866519271317175) | > loss_feat: 6.400683879852295 (7.139290001432775) | > loss_mel: 16.9883975982666 (18.09522263478425) | > loss_duration: 1.9773852825164795 (2.029466237052012) | > loss_1: 29.74332046508789 (31.66369806709936) | > grad_norm_1: tensor(435.4579, device='cuda:0') (tensor(150.7909, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3654 (0.35680630247471695) | > loader_time: 0.0035 (0.0034480943518169858)  --> TIME: 2024-06-11 11:56:39 -- STEP: 84/330 -- GLOBAL_STEP: 244175 | > loss_disc: 2.3857438564300537 (2.3453620984440766) | > loss_disc_real_0: 0.13342900574207306 (0.11042751886305355) | > loss_disc_real_1: 0.20067162811756134 (0.1993558933692319) | > loss_disc_real_2: 0.22593282163143158 (0.21198218706108274) | > loss_disc_real_3: 0.20087884366512299 (0.22956423319521405) | > loss_disc_real_4: 0.22929544746875763 (0.22950974550275577) | > loss_disc_real_5: 0.25085270404815674 (0.22055956295558385) | > loss_0: 2.3857438564300537 (2.3453620984440766) | > grad_norm_0: tensor(38.1227, device='cuda:0') (tensor(15.1811, device='cuda:0')) | > loss_gen: 2.4069151878356934 (2.5167273226238436) | > loss_kl: 1.9973957538604736 (1.8864192153726305) | > loss_feat: 6.708884239196777 (7.143790602684021) | > loss_mel: 18.14704132080078 (18.08886709667388) | > loss_duration: 2.102454662322998 (2.019911380041213) | > loss_1: 31.36269187927246 (31.65571557907831) | > grad_norm_1: tensor(188.3664, device='cuda:0') (tensor(170.1059, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3525 (0.3588010328156607) | > loader_time: 0.0038 (0.00354521047501337)  --> TIME: 2024-06-11 11:56:48 -- STEP: 109/330 -- GLOBAL_STEP: 244200 | > loss_disc: 2.4160878658294678 (2.3477896441013466) | > loss_disc_real_0: 0.11715006828308105 (0.11056569006738312) | > loss_disc_real_1: 0.19274750351905823 (0.19974244297097582) | > loss_disc_real_2: 0.19462181627750397 (0.2118066308695242) | > loss_disc_real_3: 0.23783624172210693 (0.23069712984452553) | > loss_disc_real_4: 0.22719717025756836 (0.23000743807455815) | > loss_disc_real_5: 0.23013661801815033 (0.22052984595845598) | > loss_0: 2.4160878658294678 (2.3477896441013466) | > grad_norm_0: tensor(23.8775, device='cuda:0') (tensor(16.3089, device='cuda:0')) | > loss_gen: 2.3429739475250244 (2.5091326061738752) | > loss_kl: 1.9740869998931885 (1.894518441016521) | > loss_feat: 6.288638114929199 (7.0913552931689345) | > loss_mel: 18.09384536743164 (18.060331554587826) | > loss_duration: 1.954642653465271 (2.0200250126899912) | > loss_1: 30.65418815612793 (31.575362826706073) | > grad_norm_1: tensor(158.5428, device='cuda:0') (tensor(193.2417, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3717 (0.36086458897371904) | > loader_time: 0.0041 (0.003660140781227602)  --> TIME: 2024-06-11 11:56:58 -- STEP: 134/330 -- GLOBAL_STEP: 244225 | > loss_disc: 2.4306044578552246 (2.347110191387918) | > loss_disc_real_0: 0.1811010241508484 (0.11139263023636234) | > loss_disc_real_1: 0.23642495274543762 (0.19934676064928966) | > loss_disc_real_2: 0.22833722829818726 (0.2124083051040991) | > loss_disc_real_3: 0.26549941301345825 (0.23073997003818625) | > loss_disc_real_4: 0.24098820984363556 (0.22931090508823965) | > loss_disc_real_5: 0.20265530049800873 (0.22006829739061753) | > loss_0: 2.4306044578552246 (2.347110191387918) | > grad_norm_0: tensor(39.6877, device='cuda:0') (tensor(17.2176, device='cuda:0')) | > loss_gen: 2.532636880874634 (2.5102665993704734) | > loss_kl: 1.970954418182373 (1.9034460142477232) | > loss_feat: 7.869236946105957 (7.106338913760969) | > loss_mel: 18.302175521850586 (18.057302958929718) | > loss_duration: 2.0131239891052246 (2.0222548379826892) | > loss_1: 32.68812561035156 (31.59960923266055) | > grad_norm_1: tensor(262.6482, device='cuda:0') (tensor(206.3972, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3646 (0.36276550079459574) | > loader_time: 0.0043 (0.0037641062665341504)  --> TIME: 2024-06-11 11:57:07 -- STEP: 159/330 -- GLOBAL_STEP: 244250 | > loss_disc: 2.0971221923828125 (2.3489630072371774) | > loss_disc_real_0: 0.1015828475356102 (0.11288910612182797) | > loss_disc_real_1: 0.1591840386390686 (0.19938477245891614) | > loss_disc_real_2: 0.1646728515625 (0.21339742998656985) | > loss_disc_real_3: 0.19162282347679138 (0.23047409886084264) | > loss_disc_real_4: 0.14313319325447083 (0.22862509698987757) | > loss_disc_real_5: 0.18339480459690094 (0.2198214370687053) | > loss_0: 2.0971221923828125 (2.3489630072371774) | > grad_norm_0: tensor(9.4046, device='cuda:0') (tensor(19.6783, device='cuda:0')) | > loss_gen: 2.7129552364349365 (2.5144175283563963) | > loss_kl: 1.884128451347351 (1.9149714116030518) | > loss_feat: 7.861061096191406 (7.108934288504739) | > loss_mel: 17.94612693786621 (18.052867337592737) | > loss_duration: 2.0435562133789062 (2.025010779218854) | > loss_1: 32.44783020019531 (31.616201244810092) | > grad_norm_1: tensor(717.1104, device='cuda:0') (tensor(227.2337, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3715 (0.36430782941902196) | > loader_time: 0.0042 (0.003840677393307476)  --> TIME: 2024-06-11 11:57:17 -- STEP: 184/330 -- GLOBAL_STEP: 244275 | > loss_disc: 2.4508016109466553 (2.3538844365140674) | > loss_disc_real_0: 0.19619816541671753 (0.11385525307496605) | > loss_disc_real_1: 0.1929417848587036 (0.19924633698942865) | > loss_disc_real_2: 0.2586985230445862 (0.2133820377614187) | > loss_disc_real_3: 0.24305416643619537 (0.23072170320412386) | > loss_disc_real_4: 0.2284906506538391 (0.22844575952900492) | > loss_disc_real_5: 0.22172705829143524 (0.22098527459994607) | > loss_0: 2.4508016109466553 (2.3538844365140674) | > grad_norm_0: tensor(72.3518, device='cuda:0') (tensor(22.4143, device='cuda:0')) | > loss_gen: 2.3959271907806396 (2.5198614156764494) | > loss_kl: 1.966806411743164 (1.9245317630145862) | > loss_feat: 7.017824172973633 (7.111617513324903) | > loss_mel: 16.825986862182617 (17.988878789155375) | > loss_duration: 2.061746597290039 (2.0311472785213724) | > loss_1: 30.268291473388672 (31.5760366709336) | > grad_norm_1: tensor(396.5792, device='cuda:0') (tensor(248.7723, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.3967 (0.3680553449236827) | > loader_time: 0.005 (0.003968139057574066)  --> TIME: 2024-06-11 11:57:28 -- STEP: 209/330 -- GLOBAL_STEP: 244300 | > loss_disc: 2.4138741493225098 (2.3553353268564043) | > loss_disc_real_0: 0.1024361401796341 (0.11512927780524966) | > loss_disc_real_1: 0.1582917422056198 (0.19869314184029133) | > loss_disc_real_2: 0.18635843694210052 (0.21323668650177677) | > loss_disc_real_3: 0.242079496383667 (0.23028564417476288) | > loss_disc_real_4: 0.23861177265644073 (0.22823952273889023) | > loss_disc_real_5: 0.21485906839370728 (0.2207819558501814) | > loss_0: 2.4138741493225098 (2.3553353268564043) | > grad_norm_0: tensor(19.8555, device='cuda:0') (tensor(24.2021, device='cuda:0')) | > loss_gen: 2.4823427200317383 (2.5168999655965414) | > loss_kl: 2.0223677158355713 (1.93301853551819) | > loss_feat: 7.172889232635498 (7.102388961463454) | > loss_mel: 16.944381713867188 (17.94500259691448) | > loss_duration: 2.1074178218841553 (2.038225779122713) | > loss_1: 30.729400634765625 (31.53553575762151) | > grad_norm_1: tensor(389.3058, device='cuda:0') (tensor(264.1315, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.4546 (0.3746063435476931) | > loader_time: 0.0055 (0.004105593028821445)  --> TIME: 2024-06-11 11:57:39 -- STEP: 234/330 -- GLOBAL_STEP: 244325 | > loss_disc: 2.3439722061157227 (2.35764026030516) | > loss_disc_real_0: 0.13716618716716766 (0.11571427429906833) | > loss_disc_real_1: 0.2198864072561264 (0.1994928310696895) | > loss_disc_real_2: 0.18607237935066223 (0.21329126003970447) | > loss_disc_real_3: 0.20867985486984253 (0.23021625886615524) | > loss_disc_real_4: 0.230785071849823 (0.22872785415150163) | > loss_disc_real_5: 0.22011733055114746 (0.2211411365459108) | > loss_0: 2.3439722061157227 (2.35764026030516) | > grad_norm_0: tensor(7.0137, device='cuda:0') (tensor(23.8076, device='cuda:0')) | > loss_gen: 2.410728693008423 (2.5084331188446436) | > loss_kl: 2.0348105430603027 (1.935902909335927) | > loss_feat: 7.163753509521484 (7.083673026826647) | > loss_mel: 17.12930679321289 (17.909921947707485) | > loss_duration: 2.1097161769866943 (2.0462456223292227) | > loss_1: 30.848316192626953 (31.48417657868475) | > grad_norm_1: tensor(97.3144, device='cuda:0') (tensor(259.2416, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.4356 (0.3799229564829768) | > loader_time: 0.0059 (0.004241653996655064)  --> TIME: 2024-06-11 11:57:50 -- STEP: 259/330 -- GLOBAL_STEP: 244350 | > loss_disc: 2.3930275440216064 (2.3585714925670254) | > loss_disc_real_0: 0.09829376637935638 (0.11656572976110065) | > loss_disc_real_1: 0.14503496885299683 (0.19945924824038985) | > loss_disc_real_2: 0.21397443115711212 (0.21324112326712222) | > loss_disc_real_3: 0.25363388657569885 (0.23026302623702752) | > loss_disc_real_4: 0.24714462459087372 (0.22925212680142817) | > loss_disc_real_5: 0.2205999195575714 (0.221094245443473) | > loss_0: 2.3930275440216064 (2.3585714925670254) | > grad_norm_0: tensor(9.2885, device='cuda:0') (tensor(22.9396, device='cuda:0')) | > loss_gen: 2.324477434158325 (2.5033900121003967) | > loss_kl: 1.9748514890670776 (1.9399935255639802) | > loss_feat: 6.494332313537598 (7.090000530007263) | > loss_mel: 17.876880645751953 (17.878315811451806) | > loss_duration: 2.1552810668945312 (2.053522323089217) | > loss_1: 30.825824737548828 (31.46522214145734) | > grad_norm_1: tensor(156.5166, device='cuda:0') (tensor(249.2251, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.4479 (0.3844066319778618) | > loader_time: 0.0055 (0.004374026331662211)  --> TIME: 2024-06-11 11:58:01 -- STEP: 284/330 -- GLOBAL_STEP: 244375 | > loss_disc: 2.266420364379883 (2.357879482524496) | > loss_disc_real_0: 0.12588563561439514 (0.11722134535109073) | > loss_disc_real_1: 0.19365562498569489 (0.19934562131972375) | > loss_disc_real_2: 0.21717581152915955 (0.21304409426282828) | > loss_disc_real_3: 0.22304753959178925 (0.23015100393496762) | > loss_disc_real_4: 0.22054126858711243 (0.22913075679204833) | > loss_disc_real_5: 0.2093665599822998 (0.2211576356539424) | > loss_0: 2.266420364379883 (2.357879482524496) | > grad_norm_0: tensor(77.0596, device='cuda:0') (tensor(23.9034, device='cuda:0')) | > loss_gen: 2.6484484672546387 (2.5036428176181422) | > loss_kl: 1.9390567541122437 (1.9445873952247728) | > loss_feat: 7.613832950592041 (7.103206767162806) | > loss_mel: 17.4344425201416 (17.835719518258543) | > loss_duration: 2.158750057220459 (2.0627988346025985) | > loss_1: 31.794530868530273 (31.449955261928935) | > grad_norm_1: tensor(592.9079, device='cuda:0') (tensor(258.9524, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.4488 (0.3895364109898956) | > loader_time: 0.0064 (0.004541376107175587)  --> TIME: 2024-06-11 11:58:13 -- STEP: 309/330 -- GLOBAL_STEP: 244400 | > loss_disc: 2.322242259979248 (2.363223530328004) | > loss_disc_real_0: 0.15858890116214752 (0.11941413370392083) | > loss_disc_real_1: 0.20395290851593018 (0.20011673096121319) | > loss_disc_real_2: 0.206285297870636 (0.21401447771436574) | > loss_disc_real_3: 0.21937447786331177 (0.2300555939427471) | > loss_disc_real_4: 0.16638031601905823 (0.22887428876458635) | > loss_disc_real_5: 0.21874035894870758 (0.22119032584347773) | > loss_0: 2.322242259979248 (2.363223530328004) | > grad_norm_0: tensor(15.5545, device='cuda:0') (tensor(26.5860, device='cuda:0')) | > loss_gen: 2.8405752182006836 (2.502914601545118) | > loss_kl: 1.8728798627853394 (1.9476316218237275) | > loss_feat: 7.630462169647217 (7.112183783818217) | > loss_mel: 17.0101318359375 (17.795891480924247) | > loss_duration: 2.2230963706970215 (2.0742465874909586) | > loss_1: 31.577146530151367 (31.43286800075889) | > grad_norm_1: tensor(542.9350, device='cuda:0') (tensor(272.4330, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.5026 (0.3966625716693964) | > loader_time: 0.0077 (0.004736853263138955)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6256425380706787 (2.6256425380706787) | > loss_disc_real_0: 0.1558862179517746 (0.1558862179517746) | > loss_disc_real_1: 0.29782798886299133 (0.29782798886299133) | > loss_disc_real_2: 0.28936129808425903 (0.28936129808425903) | > loss_disc_real_3: 0.33376461267471313 (0.33376461267471313) | > loss_disc_real_4: 0.2925778329372406 (0.2925778329372406) | > loss_disc_real_5: 0.31271418929100037 (0.31271418929100037) | > loss_0: 2.6256425380706787 (2.6256425380706787) | > loss_gen: 2.6615917682647705 (2.6615917682647705) | > loss_kl: 2.090801239013672 (2.090801239013672) | > loss_feat: 6.054903030395508 (6.054903030395508) | > loss_mel: 15.660805702209473 (15.660805702209473) | > loss_duration: 2.9335007667541504 (2.9335007667541504) | > loss_1: 29.40160369873047 (29.40160369873047)  --> STEP: 1 | > loss_disc: 2.3009192943573 (2.3009192943573) | > loss_disc_real_0: 0.07149497419595718 (0.07149497419595718) | > loss_disc_real_1: 0.22318586707115173 (0.22318586707115173) | > loss_disc_real_2: 0.25129860639572144 (0.25129860639572144) | > loss_disc_real_3: 0.20996084809303284 (0.20996084809303284) | > loss_disc_real_4: 0.2664887607097626 (0.2664887607097626) | > loss_disc_real_5: 0.2180040180683136 (0.2180040180683136) | > loss_0: 2.3009192943573 (2.3009192943573) | > loss_gen: 2.5997493267059326 (2.5997493267059326) | > loss_kl: 3.1498522758483887 (3.1498522758483887) | > loss_feat: 6.743903636932373 (6.743903636932373) | > loss_mel: 17.373933792114258 (17.373933792114258) | > loss_duration: 2.3577115535736084 (2.3577115535736084) | > loss_1: 32.22514724731445 (32.22514724731445)  --> STEP: 2 | > loss_disc: 2.358013391494751 (2.3294663429260254) | > loss_disc_real_0: 0.0838218480348587 (0.07765841111540794) | > loss_disc_real_1: 0.2612217366695404 (0.24220380187034607) | > loss_disc_real_2: 0.2836589515209198 (0.2674787789583206) | > loss_disc_real_3: 0.2417307049036026 (0.22584577649831772) | > loss_disc_real_4: 0.23902979493141174 (0.25275927782058716) | > loss_disc_real_5: 0.18979544937610626 (0.20389973372220993) | > loss_0: 2.358013391494751 (2.3294663429260254) | > loss_gen: 2.503875732421875 (2.551812529563904) | > loss_kl: 2.9667181968688965 (3.0582852363586426) | > loss_feat: 5.950022220611572 (6.346962928771973) | > loss_mel: 20.421730041503906 (18.897831916809082) | > loss_duration: 2.4627044200897217 (2.410207986831665) | > loss_1: 34.305049896240234 (33.265098571777344)  --> STEP: 3 | > loss_disc: 2.0682153701782227 (2.2423826853434243) | > loss_disc_real_0: 0.025219425559043884 (0.06017874926328659) | > loss_disc_real_1: 0.12204018980264664 (0.20214926451444626) | > loss_disc_real_2: 0.314694881439209 (0.2832174797852834) | > loss_disc_real_3: 0.2466164529323578 (0.2327693353096644) | > loss_disc_real_4: 0.1769384890794754 (0.2274856815735499) | > loss_disc_real_5: 0.19816750288009644 (0.2019889901081721) | > loss_0: 2.0682153701782227 (2.2423826853434243) | > loss_gen: 2.568277359008789 (2.5573008060455322) | > loss_kl: 2.4107868671417236 (2.8424524466196694) | > loss_feat: 7.789980888366699 (6.827968915303548) | > loss_mel: 18.13650131225586 (18.644055048624676) | > loss_duration: 2.272634983062744 (2.3643503189086914) | > loss_1: 33.17818069458008 (33.23612594604492)  --> STEP: 4 | > loss_disc: 2.339128017425537 (2.2665690183639526) | > loss_disc_real_0: 0.18563151359558105 (0.0915419403463602) | > loss_disc_real_1: 0.17932234704494476 (0.19644253514707088) | > loss_disc_real_2: 0.24608562886714935 (0.2739345170557499) | > loss_disc_real_3: 0.24757307767868042 (0.2364702709019184) | > loss_disc_real_4: 0.26029232144355774 (0.23568734154105186) | > loss_disc_real_5: 0.2053276002407074 (0.20282364264130592) | > loss_0: 2.339128017425537 (2.2665690183639526) | > loss_gen: 2.6825811862945557 (2.588620901107788) | > loss_kl: 2.9799692630767822 (2.8768316507339478) | > loss_feat: 7.204986572265625 (6.922223329544067) | > loss_mel: 15.918437004089355 (17.962650537490845) | > loss_duration: 2.317106008529663 (2.3525392413139343) | > loss_1: 31.10308074951172 (32.70286464691162)  --> STEP: 5 | > loss_disc: 2.6349101066589355 (2.3402372360229493) | > loss_disc_real_0: 0.31035712361335754 (0.13530497699975969) | > loss_disc_real_1: 0.2568298578262329 (0.2085199996829033) | > loss_disc_real_2: 0.2923344671726227 (0.27761450707912444) | > loss_disc_real_3: 0.25588393211364746 (0.24035300314426422) | > loss_disc_real_4: 0.2583715319633484 (0.24022417962551118) | > loss_disc_real_5: 0.22789819538593292 (0.2078385531902313) | > loss_0: 2.6349101066589355 (2.3402372360229493) | > loss_gen: 2.5546860694885254 (2.5818339347839356) | > loss_kl: 2.5520451068878174 (2.811874341964722) | > loss_feat: 5.118409156799316 (6.561460494995117) | > loss_mel: 19.739349365234375 (18.31799030303955) | > loss_duration: 2.406031608581543 (2.363237714767456) | > loss_1: 32.370521545410156 (32.63639602661133)  --> STEP: 6 | > loss_disc: 2.5877063274383545 (2.3814820845921836) | > loss_disc_real_0: 0.1978413462638855 (0.1457277052104473) | > loss_disc_real_1: 0.240156888961792 (0.21379281456271806) | > loss_disc_real_2: 0.2323235273361206 (0.2700660104552905) | > loss_disc_real_3: 0.3000757098197937 (0.2503067875901858) | > loss_disc_real_4: 0.2965719699859619 (0.24961547801891962) | > loss_disc_real_5: 0.3155732750892639 (0.2257943401734034) | > loss_0: 2.5877063274383545 (2.3814820845921836) | > loss_gen: 2.616657257080078 (2.5876378218332925) | > loss_kl: 2.4618868827819824 (2.7535430987675986) | > loss_feat: 5.429966926574707 (6.372878233591716) | > loss_mel: 19.33386993408203 (18.487303574879963) | > loss_duration: 2.1634106636047363 (2.329933206240336) | > loss_1: 32.00579071044922 (32.53129514058431)  --> STEP: 7 | > loss_disc: 2.2910079956054688 (2.3685572147369385) | > loss_disc_real_0: 0.07887454330921173 (0.1361772535102708) | > loss_disc_real_1: 0.20954637229442596 (0.21318617995296205) | > loss_disc_real_2: 0.266726553440094 (0.2695889451674053) | > loss_disc_real_3: 0.3062538504600525 (0.2582992251430239) | > loss_disc_real_4: 0.24313798546791077 (0.24869012194020407) | > loss_disc_real_5: 0.21328367292881012 (0.2240071019956044) | > loss_0: 2.2910079956054688 (2.3685572147369385) | > loss_gen: 2.4881532192230225 (2.573425735746111) | > loss_kl: 4.231207847595215 (2.9646380628858293) | > loss_feat: 5.3475117683410645 (6.226397309984479) | > loss_mel: 17.490859985351562 (18.34495449066162) | > loss_duration: 2.5554659366607666 (2.362152167728969) | > loss_1: 32.11320114135742 (32.47156742640904)  --> STEP: 8 | > loss_disc: 2.1288650035858154 (2.338595688343048) | > loss_disc_real_0: 0.1603812277317047 (0.13920275028795004) | > loss_disc_real_1: 0.2237170785665512 (0.2145025422796607) | > loss_disc_real_2: 0.19458039104938507 (0.26021287590265274) | > loss_disc_real_3: 0.2549927532672882 (0.25788591615855694) | > loss_disc_real_4: 0.16716492176055908 (0.23849947191774845) | > loss_disc_real_5: 0.17740397155284882 (0.21818171069025993) | > loss_0: 2.1288650035858154 (2.338595688343048) | > loss_gen: 2.611801862716675 (2.5782227516174316) | > loss_kl: 2.8166048526763916 (2.9461339116096497) | > loss_feat: 10.614563941955566 (6.7749181389808655) | > loss_mel: 19.278165817260742 (18.46160590648651) | > loss_duration: 2.254303455352783 (2.348671078681946) | > loss_1: 37.575439453125 (33.109551429748535)  --> STEP: 9 | > loss_disc: 2.5523407459259033 (2.3623451391855874) | > loss_disc_real_0: 0.1471042037010193 (0.14008068955606884) | > loss_disc_real_1: 0.2552226185798645 (0.21902699520190558) | > loss_disc_real_2: 0.32785189151763916 (0.2677283220820957) | > loss_disc_real_3: 0.2574867308139801 (0.2578415622313817) | > loss_disc_real_4: 0.26567500829696655 (0.2415189759598838) | > loss_disc_real_5: 0.3481541574001312 (0.23262309365802342) | > loss_0: 2.5523407459259033 (2.3623451391855874) | > loss_gen: 3.0103163719177246 (2.6262331538730197) | > loss_kl: 2.6034979820251465 (2.9080632527669272) | > loss_feat: 8.583795547485352 (6.9759045177035865) | > loss_mel: 19.71407127380371 (18.600768725077312) | > loss_duration: 2.118417739868164 (2.3230873743693032) | > loss_1: 36.03009796142578 (33.4340565999349)  --> STEP: 10 | > loss_disc: 2.23062801361084 (2.349173426628113) | > loss_disc_real_0: 0.11554120481014252 (0.1376267410814762) | > loss_disc_real_1: 0.2151632159948349 (0.2186406172811985) | > loss_disc_real_2: 0.2893312871456146 (0.2698886185884476) | > loss_disc_real_3: 0.21733802556991577 (0.2537912085652351) | > loss_disc_real_4: 0.20805156230926514 (0.23817223459482192) | > loss_disc_real_5: 0.23254810273647308 (0.2326155945658684) | > loss_0: 2.23062801361084 (2.349173426628113) | > loss_gen: 2.915158987045288 (2.6551257371902466) | > loss_kl: 2.6118414402008057 (2.878441071510315) | > loss_feat: 7.19315767288208 (6.997629833221436) | > loss_mel: 17.96253204345703 (18.536945056915282) | > loss_duration: 2.375946044921875 (2.3283732414245604) | > loss_1: 33.05863952636719 (33.396514892578125)  --> STEP: 11 | > loss_disc: 2.5419836044311523 (2.3667016246102075) | > loss_disc_real_0: 0.15486261248588562 (0.13919363848187707) | > loss_disc_real_1: 0.2422589361667633 (0.2207877371798862) | > loss_disc_real_2: 0.26128673553466797 (0.2691066292199222) | > loss_disc_real_3: 0.2551431953907013 (0.25391411645845935) | > loss_disc_real_4: 0.2843019962310791 (0.24236584928902713) | > loss_disc_real_5: 0.2533349394798279 (0.23449917137622833) | > loss_0: 2.5419836044311523 (2.3667016246102075) | > loss_gen: 2.2525341510772705 (2.618526502089067) | > loss_kl: 3.3480682373046875 (2.921134450218894) | > loss_feat: 6.2424163818359375 (6.928974064913663) | > loss_mel: 15.127562522888184 (18.227001190185547) | > loss_duration: 2.430856943130493 (2.3376899415796455) | > loss_1: 29.401439666748047 (33.033326235684484)  --> STEP: 12 | > loss_disc: 2.622304916381836 (2.38800189892451) | > loss_disc_real_0: 0.08482542634010315 (0.13466295413672924) | > loss_disc_real_1: 0.2792872488498688 (0.2256626964857181) | > loss_disc_real_2: 0.3766542077064514 (0.27806892742713296) | > loss_disc_real_3: 0.3230864405632019 (0.2596784768005212) | > loss_disc_real_4: 0.23996201157569885 (0.2421655294795831) | > loss_disc_real_5: 0.2756653428077698 (0.2379296856621901) | > loss_0: 2.622304916381836 (2.38800189892451) | > loss_gen: 2.4318604469299316 (2.602970997492472) | > loss_kl: 2.762934446334839 (2.9079511165618896) | > loss_feat: 6.575718879699707 (6.8995361328125) | > loss_mel: 18.010007858276367 (18.208918412526447) | > loss_duration: 2.235625982284546 (2.329184611638387) | > loss_1: 32.01614761352539 (32.948561350504555)  --> STEP: 13 | > loss_disc: 2.4203741550445557 (2.3904920724722056) | > loss_disc_real_0: 0.10945381224155426 (0.13272378937556192) | > loss_disc_real_1: 0.16971397399902344 (0.22135894860212618) | > loss_disc_real_2: 0.2980799973011017 (0.27960824049436134) | > loss_disc_real_3: 0.3267044425010681 (0.2648343203159479) | > loss_disc_real_4: 0.28595998883247375 (0.24553433404519007) | > loss_disc_real_5: 0.23302876949310303 (0.23755269211072189) | > loss_0: 2.4203741550445557 (2.3904920724722056) | > loss_gen: 2.5742814540863037 (2.6007641095381517) | > loss_kl: 2.928144693374634 (2.9095044686244083) | > loss_feat: 6.093172073364258 (6.837508128239558) | > loss_mel: 14.530423164367676 (17.92595723959116) | > loss_duration: 2.2188973426818848 (2.32070097556481) | > loss_1: 28.34491729736328 (32.594434884878304)  --> STEP: 14 | > loss_disc: 2.5505051612854004 (2.401921578816005) | > loss_disc_real_0: 0.1326652467250824 (0.13271960775767053) | > loss_disc_real_1: 0.1859901398420334 (0.21883260511926242) | > loss_disc_real_2: 0.2663675546646118 (0.2786624772208078) | > loss_disc_real_3: 0.29551610350608826 (0.26702587625810076) | > loss_disc_real_4: 0.3168850839138031 (0.25063081617866245) | > loss_disc_real_5: 0.32818031311035156 (0.24402609361069544) | > loss_0: 2.5505051612854004 (2.401921578816005) | > loss_gen: 2.5233914852142334 (2.5952374935150146) | > loss_kl: 3.7176718711853027 (2.9672307116644725) | > loss_feat: 7.635378360748291 (6.894498859133039) | > loss_mel: 20.07784080505371 (18.07966320855277) | > loss_duration: 2.4098072052001953 (2.3270657062530518) | > loss_1: 36.36408996582031 (32.86369596208845)  --> STEP: 15 | > loss_disc: 2.248229742050171 (2.3916754563649496) | > loss_disc_real_0: 0.14418251812458038 (0.1334838017821312) | > loss_disc_real_1: 0.251154363155365 (0.22098738898833592) | > loss_disc_real_2: 0.33488762378692627 (0.28241082032521564) | > loss_disc_real_3: 0.2200535386800766 (0.2638943870862325) | > loss_disc_real_4: 0.16607408225536346 (0.24499370058377584) | > loss_disc_real_5: 0.14290612936019897 (0.23728476266066234) | > loss_0: 2.248229742050171 (2.3916754563649496) | > loss_gen: 2.69716739654541 (2.6020328203837075) | > loss_kl: 3.377392053604126 (2.994574801127116) | > loss_feat: 7.171108722686768 (6.912939516703288) | > loss_mel: 18.40509605407715 (18.101358731587727) | > loss_duration: 2.308293342590332 (2.325814215342204) | > loss_1: 33.95905685424805 (32.936720021565755)  --> STEP: 16 | > loss_disc: 2.8706955909729004 (2.4216142147779465) | > loss_disc_real_0: 0.25208592414855957 (0.14089643443003297) | > loss_disc_real_1: 0.21496522426605225 (0.2206110036931932) | > loss_disc_real_2: 0.39042600989341736 (0.28916176967322826) | > loss_disc_real_3: 0.34826669096946716 (0.26916765607893467) | > loss_disc_real_4: 0.2931293845176697 (0.2480021808296442) | > loss_disc_real_5: 0.33684906363487244 (0.24350753147155046) | > loss_0: 2.8706955909729004 (2.4216142147779465) | > loss_gen: 2.5029184818267822 (2.5958381742239) | > loss_kl: 2.6495296955108643 (2.9730094820261) | > loss_feat: 5.782559871673584 (6.842290788888931) | > loss_mel: 18.105228424072266 (18.10160058736801) | > loss_duration: 2.36122989654541 (2.328027695417404) | > loss_1: 31.401466369628906 (32.8407666683197)  --> STEP: 17 | > loss_disc: 2.551551580429077 (2.429257589228013) | > loss_disc_real_0: 0.19960403442382812 (0.1443498226649621) | > loss_disc_real_1: 0.20883074402809143 (0.21991804724230485) | > loss_disc_real_2: 0.34217530488967896 (0.2922802129212548) | > loss_disc_real_3: 0.32086095213890076 (0.27220843820010915) | > loss_disc_real_4: 0.30577749013900757 (0.25140072843607736) | > loss_disc_real_5: 0.24576862156391144 (0.24364053677110112) | > loss_0: 2.551551580429077 (2.429257589228013) | > loss_gen: 2.6815550327301025 (2.6008803423713234) | > loss_kl: 2.4135515689849854 (2.9401001930236816) | > loss_feat: 5.855424880981445 (6.784239853129668) | > loss_mel: 18.093711853027344 (18.101136544171503) | > loss_duration: 2.40164852142334 (2.3323583322412826) | > loss_1: 31.445892333984375 (32.758715236888214)  --> STEP: 18 | > loss_disc: 2.193286895751953 (2.4161481062571206) | > loss_disc_real_0: 0.03839090093970299 (0.1384632159024477) | > loss_disc_real_1: 0.1751958429813385 (0.21743348033891785) | > loss_disc_real_2: 0.23905715346336365 (0.2893233762847053) | > loss_disc_real_3: 0.2077178657054901 (0.26862562861707473) | > loss_disc_real_4: 0.1936759352684021 (0.2481937954823176) | > loss_disc_real_5: 0.30243536829948425 (0.24690691630045572) | > loss_0: 2.193286895751953 (2.4161481062571206) | > loss_gen: 2.543757677078247 (2.5977068609661527) | > loss_kl: 2.51967716217041 (2.916743357976278) | > loss_feat: 9.13110065460205 (6.914621008767022) | > loss_mel: 18.90281105041504 (18.145674016740585) | > loss_duration: 2.2562384605407715 (2.328129450480143) | > loss_1: 35.35358428955078 (32.9028746287028)  --> STEP: 19 | > loss_disc: 2.632321357727051 (2.4275256458081698) | > loss_disc_real_0: 0.20342740416526794 (0.14188238370575404) | > loss_disc_real_1: 0.2542739510536194 (0.21937245248179688) | > loss_disc_real_2: 0.2744881212711334 (0.2885425733892541) | > loss_disc_real_3: 0.3171580731868744 (0.27117996780495895) | > loss_disc_real_4: 0.24612516164779663 (0.2480849200173428) | > loss_disc_real_5: 0.2948439121246338 (0.24942991608067563) | > loss_0: 2.632321357727051 (2.4275256458081698) | > loss_gen: 2.7387990951538086 (2.605132768028661) | > loss_kl: 1.960653305053711 (2.86642282887509) | > loss_feat: 9.016850471496582 (7.025264664700157) | > loss_mel: 17.168231964111328 (18.094229698181152) | > loss_duration: 2.3065829277038574 (2.326995422965602) | > loss_1: 33.19112014770508 (32.918045445492396)  --> STEP: 20 | > loss_disc: 2.356037139892578 (2.4239512205123903) | > loss_disc_real_0: 0.16047494113445282 (0.14281201157718898) | > loss_disc_real_1: 0.16707180440425873 (0.21675742007791995) | > loss_disc_real_2: 0.21463215351104736 (0.2848470523953438) | > loss_disc_real_3: 0.26604771614074707 (0.2709233552217484) | > loss_disc_real_4: 0.27510884404182434 (0.2494361162185669) | > loss_disc_real_5: 0.26719921827316284 (0.2503183811903) | > loss_0: 2.356037139892578 (2.4239512205123903) | > loss_gen: 2.660788059234619 (2.607915532588959) | > loss_kl: 2.228886842727661 (2.8345460295677185) | > loss_feat: 9.540316581726074 (7.151017260551453) | > loss_mel: 20.817604064941406 (18.230398416519165) | > loss_duration: 2.296220302581787 (2.325456666946411) | > loss_1: 37.54381561279297 (33.14933395385742)  --> STEP: 21 | > loss_disc: 2.4177420139312744 (2.4236555440085277) | > loss_disc_real_0: 0.05249375104904175 (0.1385111420282296) | > loss_disc_real_1: 0.19982218742370605 (0.2159509804277193) | > loss_disc_real_2: 0.34545576572418213 (0.2877331816014789) | > loss_disc_real_3: 0.2784246504306793 (0.27128055975550697) | > loss_disc_real_4: 0.19315053522586823 (0.24675585045700982) | > loss_disc_real_5: 0.15565083920955658 (0.24581040300074078) | > loss_0: 2.4177420139312744 (2.4236555440085277) | > loss_gen: 2.152494192123413 (2.5862288020905995) | > loss_kl: 2.0912258625030518 (2.799149831136068) | > loss_feat: 6.1589155197143555 (7.103774320511591) | > loss_mel: 15.460951805114746 (18.098520006452286) | > loss_duration: 2.161388397216797 (2.317643892197382) | > loss_1: 28.02497673034668 (32.90531694321405)  --> STEP: 22 | > loss_disc: 2.6223642826080322 (2.4326877593994145) | > loss_disc_real_0: 0.0981195792555809 (0.1366751619022001) | > loss_disc_real_1: 0.21152925491333008 (0.21574999290433797) | > loss_disc_real_2: 0.3238345682621002 (0.28937415372241626) | > loss_disc_real_3: 0.24715882539749146 (0.2701841172846881) | > loss_disc_real_4: 0.24647647142410278 (0.2467431514100595) | > loss_disc_real_5: 0.24876073002815247 (0.24594450877471405) | > loss_0: 2.6223642826080322 (2.4326877593994145) | > loss_gen: 2.1155545711517334 (2.5648345188661055) | > loss_kl: 2.143934726715088 (2.7693673263896597) | > loss_feat: 6.007809638977051 (7.053957744078203) | > loss_mel: 15.483556747436523 (17.979658040133387) | > loss_duration: 2.19307017326355 (2.3119814504276626) | > loss_1: 27.943925857543945 (32.67979916659269)  --> STEP: 23 | > loss_disc: 2.4057250022888184 (2.431515465611997) | > loss_disc_real_0: 0.10914024710655212 (0.13547799169369368) | > loss_disc_real_1: 0.22467736899852753 (0.21613813969104187) | > loss_disc_real_2: 0.3529960811138153 (0.29214032447856403) | > loss_disc_real_3: 0.2989008128643036 (0.2714326692664105) | > loss_disc_real_4: 0.2566293776035309 (0.24717298733151477) | > loss_disc_real_5: 0.23576734960079193 (0.24550202359323917) | > loss_0: 2.4057250022888184 (2.431515465611997) | > loss_gen: 2.6684725284576416 (2.569340519283129) | > loss_kl: 2.2813656330108643 (2.7481498614601465) | > loss_feat: 6.938050270080566 (7.048918288687001) | > loss_mel: 18.169147491455078 (17.98789671192998) | > loss_duration: 2.235910415649414 (2.308674014132956) | > loss_1: 32.292945861816406 (32.66297945768937)  --> STEP: 24 | > loss_disc: 2.714048385620117 (2.4432876706123356) | > loss_disc_real_0: 0.20187720656394958 (0.13824462564662102) | > loss_disc_real_1: 0.3235625624656677 (0.22061415730665127) | > loss_disc_real_2: 0.29633182287216187 (0.29231497024496395) | > loss_disc_real_3: 0.32746511697769165 (0.2737673545877139) | > loss_disc_real_4: 0.3078543543815613 (0.2497013776252667) | > loss_disc_real_5: 0.28102418780326843 (0.24698211376865706) | > loss_0: 2.714048385620117 (2.4432876706123356) | > loss_gen: 2.73684024810791 (2.576319674650828) | > loss_kl: 1.7701432704925537 (2.707399586836497) | > loss_feat: 5.67640495300293 (6.991730233033498) | > loss_mel: 17.189855575561523 (17.954644997914627) | > loss_duration: 2.363617420196533 (2.3109633227189383) | > loss_1: 29.736862182617188 (32.54105790456136)  --> STEP: 25 | > loss_disc: 2.510741949081421 (2.4459858417510993) | > loss_disc_real_0: 0.10998688638210297 (0.1371143160760403) | > loss_disc_real_1: 0.26344868540763855 (0.22232753843069075) | > loss_disc_real_2: 0.35716870427131653 (0.29490911960601807) | > loss_disc_real_3: 0.25353121757507324 (0.27295790910720824) | > loss_disc_real_4: 0.21964387595653534 (0.24849907755851747) | > loss_disc_real_5: 0.24593497812747955 (0.24694022834300994) | > loss_0: 2.510741949081421 (2.4459858417510993) | > loss_gen: 2.406329393386841 (2.5695200634002684) | > loss_kl: 2.501145839691162 (2.6991494369506834) | > loss_feat: 6.106006622314453 (6.956301288604736) | > loss_mel: 15.741448402404785 (17.866117134094235) | > loss_duration: 2.3933372497558594 (2.314258279800415) | > loss_1: 29.148269653320312 (32.405346374511716)  --> STEP: 26 | > loss_disc: 2.4028573036193848 (2.4443270518229565) | > loss_disc_real_0: 0.20098572969436646 (0.1395709089075144) | > loss_disc_real_1: 0.23679636418819427 (0.2228840317290563) | > loss_disc_real_2: 0.23425064980983734 (0.2925761015369342) | > loss_disc_real_3: 0.2115650475025177 (0.2705966451993355) | > loss_disc_real_4: 0.1865316778421402 (0.2461157160309645) | > loss_disc_real_5: 0.19771862030029297 (0.24504708957213622) | > loss_0: 2.4028573036193848 (2.4443270518229565) | > loss_gen: 2.572746515274048 (2.5696441577031064) | > loss_kl: 2.3868837356567383 (2.6871392176701474) | > loss_feat: 10.997593879699707 (7.111735619031466) | > loss_mel: 9.122102737426758 (17.529808888068565) | > loss_duration: 2.299414873123169 (2.3136873795435977) | > loss_1: 27.378742218017578 (32.21201544541579) --> EVAL PERFORMANCE | > avg_loader_time: 0.00242312137897198 (+2.280565408559936e-05) | > avg_loss_disc: 2.4443270518229565 (+0.04252479626582284) | > avg_loss_disc_real_0: 0.1395709089075144 (-0.01918339199171612) | > avg_loss_disc_real_1: 0.2228840317290563 (+0.0363816610322549) | > avg_loss_disc_real_2: 0.2925761015369342 (+0.05035106350596136) | > avg_loss_disc_real_3: 0.2705966451993355 (+0.03950763379152003) | > avg_loss_disc_real_4: 0.2461157160309645 (+0.04712106344791561) | > avg_loss_disc_real_5: 0.24504708957213622 (+0.01423909228581649) | > avg_loss_0: 2.4443270518229565 (+0.04252479626582284) | > avg_loss_gen: 2.5696441577031064 (+0.1451659569373498) | > avg_loss_kl: 2.6871392176701474 (+0.1002742006228523) | > avg_loss_feat: 7.111735619031466 (-0.06629586219787598) | > avg_loss_mel: 17.529808888068565 (-0.43196582794189453) | > avg_loss_duration: 2.3136873795435977 (-0.008333802223205122) | > avg_loss_1: 32.21201544541579 (-0.2611549084003215)  > EPOCH: 474/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 11:58:45)   --> TIME: 2024-06-11 11:58:48 -- STEP: 4/330 -- GLOBAL_STEP: 244425 | > loss_disc: 2.377652883529663 (2.349936604499817) | > loss_disc_real_0: 0.1227601021528244 (0.0881606824696064) | > loss_disc_real_1: 0.2040645033121109 (0.18803393095731735) | > loss_disc_real_2: 0.24491891264915466 (0.20453860610723495) | > loss_disc_real_3: 0.20760294795036316 (0.22717996686697006) | > loss_disc_real_4: 0.23738233745098114 (0.24544614180922508) | > loss_disc_real_5: 0.22980369627475739 (0.22089681774377823) | > loss_0: 2.377652883529663 (2.349936604499817) | > grad_norm_0: tensor(8.0088, device='cuda:0') (tensor(10.4790, device='cuda:0')) | > loss_gen: 2.6576015949249268 (2.485410988330841) | > loss_kl: 1.8773597478866577 (1.8247023522853851) | > loss_feat: 6.711157321929932 (7.043965220451355) | > loss_mel: 18.342247009277344 (18.674959659576416) | > loss_duration: 2.186155080795288 (2.1841978430747986) | > loss_1: 31.774520874023438 (32.21323537826538) | > grad_norm_1: tensor(73.9154, device='cuda:0') (tensor(149.3570, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3457 (0.35986214876174927) | > loader_time: 0.0029 (0.0029863715171813965)  --> TIME: 2024-06-11 11:58:57 -- STEP: 29/330 -- GLOBAL_STEP: 244450 | > loss_disc: 2.444429397583008 (2.3497444185717353) | > loss_disc_real_0: 0.11249043047428131 (0.10671050718118405) | > loss_disc_real_1: 0.19158624112606049 (0.2012454060644939) | > loss_disc_real_2: 0.21505562961101532 (0.21072182470354542) | > loss_disc_real_3: 0.22213749587535858 (0.2289498633351819) | > loss_disc_real_4: 0.2549794316291809 (0.2323034071716769) | > loss_disc_real_5: 0.25209665298461914 (0.21915830569020633) | > loss_0: 2.444429397583008 (2.3497444185717353) | > grad_norm_0: tensor(4.4583, device='cuda:0') (tensor(12.3164, device='cuda:0')) | > loss_gen: 2.486487865447998 (2.4839264853247283) | > loss_kl: 1.8384462594985962 (1.8498172677796463) | > loss_feat: 6.976221084594727 (6.8796735303155305) | > loss_mel: 18.153886795043945 (18.106682021042396) | > loss_duration: 2.0245361328125 (2.051135897636413) | > loss_1: 31.47957992553711 (31.371235156881397) | > grad_norm_1: tensor(65.7933, device='cuda:0') (tensor(131.8566, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3416 (0.35493661617410593) | > loader_time: 0.0032 (0.003248897092095737)  --> TIME: 2024-06-11 11:59:06 -- STEP: 54/330 -- GLOBAL_STEP: 244475 | > loss_disc: 2.3277440071105957 (2.3702575674763433) | > loss_disc_real_0: 0.08510176837444305 (0.1108041354627521) | > loss_disc_real_1: 0.1900354027748108 (0.2029659107879356) | > loss_disc_real_2: 0.22272753715515137 (0.2119514611032274) | > loss_disc_real_3: 0.23236136138439178 (0.23043841344338875) | > loss_disc_real_4: 0.2537583112716675 (0.23376300158324065) | > loss_disc_real_5: 0.238401398062706 (0.221173912010811) | > loss_0: 2.3277440071105957 (2.3702575674763433) | > grad_norm_0: tensor(14.4681, device='cuda:0') (tensor(12.0284, device='cuda:0')) | > loss_gen: 2.484518051147461 (2.4643076172581426) | > loss_kl: 1.8797255754470825 (1.878799573138908) | > loss_feat: 7.285840034484863 (6.876611003169307) | > loss_mel: 19.132957458496094 (17.9436272515191) | > loss_duration: 1.9832251071929932 (2.026693227114501) | > loss_1: 32.766265869140625 (31.19003861038773) | > grad_norm_1: tensor(101.6370, device='cuda:0') (tensor(133.4362, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3715 (0.36204011351973925) | > loader_time: 0.0037 (0.0034625221181798864)  --> TIME: 2024-06-11 11:59:16 -- STEP: 79/330 -- GLOBAL_STEP: 244500 | > loss_disc: 2.4510607719421387 (2.365991441509392) | > loss_disc_real_0: 0.14529146254062653 (0.11200596156376827) | > loss_disc_real_1: 0.23012425005435944 (0.20241249531884736) | > loss_disc_real_2: 0.226019024848938 (0.21210562201994884) | > loss_disc_real_3: 0.2535199522972107 (0.22883137042009377) | > loss_disc_real_4: 0.2380513995885849 (0.23142069559308548) | > loss_disc_real_5: 0.24413488805294037 (0.2212867727385292) | > loss_0: 2.4510607719421387 (2.365991441509392) | > grad_norm_0: tensor(14.4389, device='cuda:0') (tensor(13.8877, device='cuda:0')) | > loss_gen: 2.4386112689971924 (2.4659501993203463) | > loss_kl: 1.736290693283081 (1.898226633856568) | > loss_feat: 7.0711259841918945 (6.9260610809809044) | > loss_mel: 17.864404678344727 (17.93186692346501) | > loss_duration: 1.9869720935821533 (2.018029956877986) | > loss_1: 31.0974063873291 (31.240134734141677) | > grad_norm_1: tensor(61.1303, device='cuda:0') (tensor(167.6268, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3783 (0.36544195006165325) | > loader_time: 0.0036 (0.003591812109645409) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_244500.pth  --> TIME: 2024-06-11 11:59:31 -- STEP: 104/330 -- GLOBAL_STEP: 244525 | > loss_disc: 2.1779422760009766 (2.3616002568831798) | > loss_disc_real_0: 0.08600682020187378 (0.1129847692612272) | > loss_disc_real_1: 0.1590864062309265 (0.2003291379660368) | > loss_disc_real_2: 0.20432835817337036 (0.21159102868002194) | > loss_disc_real_3: 0.21031370759010315 (0.22925670344669086) | > loss_disc_real_4: 0.2036687135696411 (0.23124246714779964) | > loss_disc_real_5: 0.20369043946266174 (0.2216270587478693) | > loss_0: 2.1779422760009766 (2.3616002568831798) | > grad_norm_0: tensor(23.3623, device='cuda:0') (tensor(16.1306, device='cuda:0')) | > loss_gen: 2.8506264686584473 (2.475566274844683) | > loss_kl: 2.0053462982177734 (1.9058057780449207) | > loss_feat: 7.9471964836120605 (6.965646551205562) | > loss_mel: 17.808073043823242 (17.90781252200787) | > loss_duration: 2.0649266242980957 (2.0191663664120894) | > loss_1: 32.676170349121094 (31.273997581922092) | > grad_norm_1: tensor(147.7389, device='cuda:0') (tensor(187.1360, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3854 (0.37107689564044655) | > loader_time: 0.0038 (0.0037045043248396655)  --> TIME: 2024-06-11 11:59:40 -- STEP: 129/330 -- GLOBAL_STEP: 244550 | > loss_disc: 2.447291135787964 (2.370290188826331) | > loss_disc_real_0: 0.12421521544456482 (0.11459325964367667) | > loss_disc_real_1: 0.2111707627773285 (0.20136305331721788) | > loss_disc_real_2: 0.2094470113515854 (0.21272241584090298) | > loss_disc_real_3: 0.2757783830165863 (0.23022284872772159) | > loss_disc_real_4: 0.22839589416980743 (0.2308795964995096) | > loss_disc_real_5: 0.23945631086826324 (0.22218548558479134) | > loss_0: 2.447291135787964 (2.370290188826331) | > grad_norm_0: tensor(51.2137, device='cuda:0') (tensor(18.3784, device='cuda:0')) | > loss_gen: 2.373366117477417 (2.47849084979804) | > loss_kl: 2.0615954399108887 (1.9158443674560666) | > loss_feat: 6.439302921295166 (6.9674689307693365) | > loss_mel: 18.315025329589844 (17.922590462736373) | > loss_duration: 2.0143537521362305 (2.020622920620349) | > loss_1: 31.203643798828125 (31.305017589598663) | > grad_norm_1: tensor(281.3505, device='cuda:0') (tensor(211.4281, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3695 (0.3714168977367785) | > loader_time: 0.0042 (0.003778851309487986)  --> TIME: 2024-06-11 11:59:50 -- STEP: 154/330 -- GLOBAL_STEP: 244575 | > loss_disc: 2.3724002838134766 (2.3712395073531507) | > loss_disc_real_0: 0.08332870900630951 (0.11695141485565669) | > loss_disc_real_1: 0.17627470195293427 (0.20122868625761628) | > loss_disc_real_2: 0.2717708647251129 (0.21291108332671127) | > loss_disc_real_3: 0.24760690331459045 (0.2296931200793811) | > loss_disc_real_4: 0.28091076016426086 (0.2301851584539785) | > loss_disc_real_5: 0.22443562746047974 (0.22191722778143824) | > loss_0: 2.3724002838134766 (2.3712395073531507) | > grad_norm_0: tensor(32.7108, device='cuda:0') (tensor(21.1589, device='cuda:0')) | > loss_gen: 2.5278217792510986 (2.4876772521378157) | > loss_kl: 1.9050800800323486 (1.9163055946300556) | > loss_feat: 7.031904220581055 (6.986465618207857) | > loss_mel: 17.21068572998047 (17.90572940529167) | > loss_duration: 2.019672393798828 (2.0233058836553) | > loss_1: 30.695165634155273 (31.319483794175184) | > grad_norm_1: tensor(278.7511, device='cuda:0') (tensor(231.4911, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.401 (0.3736180330251718) | > loader_time: 0.0045 (0.0038801601954868863)  --> TIME: 2024-06-11 12:00:00 -- STEP: 179/330 -- GLOBAL_STEP: 244600 | > loss_disc: 2.386862277984619 (2.3696046781273523) | > loss_disc_real_0: 0.14692015945911407 (0.1164133178496827) | > loss_disc_real_1: 0.1746833771467209 (0.20127232530929523) | > loss_disc_real_2: 0.21461991965770721 (0.21358138289531517) | > loss_disc_real_3: 0.22059252858161926 (0.22949216435741446) | > loss_disc_real_4: 0.22437457740306854 (0.229518336790234) | > loss_disc_real_5: 0.2303777039051056 (0.22198052104957947) | > loss_0: 2.386862277984619 (2.3696046781273523) | > grad_norm_0: tensor(24.6050, device='cuda:0') (tensor(21.5075, device='cuda:0')) | > loss_gen: 2.3376824855804443 (2.4906167371312997) | > loss_kl: 1.9558603763580322 (1.9197944562528386) | > loss_feat: 6.424466609954834 (6.985988885996728) | > loss_mel: 16.968618392944336 (17.8938668746522) | > loss_duration: 2.079451560974121 (2.029347514307032) | > loss_1: 29.76607894897461 (31.31961451695618) | > grad_norm_1: tensor(308.4050, device='cuda:0') (tensor(239.3204, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3861 (0.3759797365305809) | > loader_time: 0.0045 (0.004021693874337821)  --> TIME: 2024-06-11 12:00:10 -- STEP: 204/330 -- GLOBAL_STEP: 244625 | > loss_disc: 2.320662498474121 (2.371052945361417) | > loss_disc_real_0: 0.1215575784444809 (0.11707401869124641) | > loss_disc_real_1: 0.18909166753292084 (0.200861232756984) | > loss_disc_real_2: 0.21472224593162537 (0.2137334804032363) | > loss_disc_real_3: 0.20174197852611542 (0.22982455468645283) | > loss_disc_real_4: 0.2386970967054367 (0.23017225670171718) | > loss_disc_real_5: 0.216859370470047 (0.2226775051916347) | > loss_0: 2.320662498474121 (2.371052945361417) | > grad_norm_0: tensor(31.8065, device='cuda:0') (tensor(22.2810, device='cuda:0')) | > loss_gen: 2.3764660358428955 (2.4875731970749637) | > loss_kl: 2.1241633892059326 (1.9219745304070266) | > loss_feat: 8.170772552490234 (6.9891372404846495) | > loss_mel: 18.272245407104492 (17.87636113634296) | > loss_duration: 2.0236294269561768 (2.0369724748181364) | > loss_1: 32.96727752685547 (31.312018590814926) | > grad_norm_1: tensor(440.6128, device='cuda:0') (tensor(252.5067, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.3866 (0.3781411834791594) | > loader_time: 0.0049 (0.004146239336799172)  --> TIME: 2024-06-11 12:00:21 -- STEP: 229/330 -- GLOBAL_STEP: 244650 | > loss_disc: 2.4396650791168213 (2.369786111548477) | > loss_disc_real_0: 0.2535604238510132 (0.11846334345671287) | > loss_disc_real_1: 0.20917773246765137 (0.20055711770422074) | > loss_disc_real_2: 0.19679208099842072 (0.21326173445022784) | > loss_disc_real_3: 0.2325601577758789 (0.2300277724536746) | > loss_disc_real_4: 0.2877179980278015 (0.229873780405157) | > loss_disc_real_5: 0.2261660248041153 (0.22226175470643691) | > loss_0: 2.4396650791168213 (2.369786111548477) | > grad_norm_0: tensor(76.5137, device='cuda:0') (tensor(25.3794, device='cuda:0')) | > loss_gen: 2.617593288421631 (2.494697066894264) | > loss_kl: 1.894570231437683 (1.924001889978434) | > loss_feat: 6.591565132141113 (7.006405857452659) | > loss_mel: 17.563016891479492 (17.855520340032452) | > loss_duration: 2.1498372554779053 (2.0455313749188435) | > loss_1: 30.81658363342285 (31.326156566236737) | > grad_norm_1: tensor(197.3633, device='cuda:0') (tensor(272.9031, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.4201 (0.3814839921143377) | > loader_time: 0.0049 (0.004258157905012239)  --> TIME: 2024-06-11 12:00:31 -- STEP: 254/330 -- GLOBAL_STEP: 244675 | > loss_disc: 2.4635987281799316 (2.3662097810760248) | > loss_disc_real_0: 0.15127083659172058 (0.11828935012866662) | > loss_disc_real_1: 0.20807592570781708 (0.20002614912085645) | > loss_disc_real_2: 0.23957514762878418 (0.212992075801365) | > loss_disc_real_3: 0.21610255539417267 (0.22968586921457232) | > loss_disc_real_4: 0.2714523673057556 (0.22977931709505442) | > loss_disc_real_5: 0.19781871140003204 (0.22241913603516078) | > loss_0: 2.4635987281799316 (2.3662097810760248) | > grad_norm_0: tensor(85.6440, device='cuda:0') (tensor(26.9497, device='cuda:0')) | > loss_gen: 2.483797311782837 (2.502624486375042) | > loss_kl: 2.059462785720825 (1.9268203945610467) | > loss_feat: 7.7757248878479 (7.039227885524119) | > loss_mel: 17.69228172302246 (17.815852765961896) | > loss_duration: 2.0922422409057617 (2.0526796175738977) | > loss_1: 32.10350799560547 (31.3372051584439) | > grad_norm_1: tensor(431.8268, device='cuda:0') (tensor(284.5699, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.4354 (0.3854142746587437) | > loader_time: 0.0064 (0.004375494371248981)  --> TIME: 2024-06-11 12:00:43 -- STEP: 279/330 -- GLOBAL_STEP: 244700 | > loss_disc: 2.368039608001709 (2.3650721298751) | > loss_disc_real_0: 0.21936261653900146 (0.11847892607892711) | > loss_disc_real_1: 0.18529178202152252 (0.19996648423346997) | > loss_disc_real_2: 0.23475666344165802 (0.213199287546151) | > loss_disc_real_3: 0.20133933424949646 (0.2295711479520285) | > loss_disc_real_4: 0.2115127593278885 (0.22913426721608762) | > loss_disc_real_5: 0.19840195775032043 (0.22256119875070443) | > loss_0: 2.368039608001709 (2.3650721298751) | > grad_norm_0: tensor(37.6743, device='cuda:0') (tensor(29.0793, device='cuda:0')) | > loss_gen: 2.7312896251678467 (2.5072438204160292) | > loss_kl: 1.8873424530029297 (1.9288095440915836) | > loss_feat: 7.5879902839660645 (7.058815421169377) | > loss_mel: 17.219865798950195 (17.778826963089703) | > loss_duration: 2.1506993770599365 (2.0616827207654205) | > loss_1: 31.577186584472656 (31.335378469104835) | > grad_norm_1: tensor(458.1424, device='cuda:0') (tensor(301.5056, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.4432 (0.3903271793037332) | > loader_time: 0.0058 (0.0045345273923702994)  --> TIME: 2024-06-11 12:00:55 -- STEP: 304/330 -- GLOBAL_STEP: 244725 | > loss_disc: 2.4122488498687744 (2.370175614953042) | > loss_disc_real_0: 0.14467331767082214 (0.11976530541371748) | > loss_disc_real_1: 0.20696839690208435 (0.20061263049903663) | > loss_disc_real_2: 0.1864982694387436 (0.21386855580893008) | > loss_disc_real_3: 0.20413826406002045 (0.22982058463324057) | > loss_disc_real_4: 0.23415368795394897 (0.22940671532169765) | > loss_disc_real_5: 0.20102187991142273 (0.22260270208904617) | > loss_0: 2.4122488498687744 (2.370175614953042) | > grad_norm_0: tensor(19.9135, device='cuda:0') (tensor(29.5446, device='cuda:0')) | > loss_gen: 2.2364072799682617 (2.499391122868186) | > loss_kl: 2.0728979110717773 (1.9327660850004147) | > loss_feat: 7.678493022918701 (7.059210866689682) | > loss_mel: 16.94074821472168 (17.72576994644968) | > loss_duration: 2.2125229835510254 (2.0721707649921144) | > loss_1: 31.141069412231445 (31.289308792666386) | > grad_norm_1: tensor(248.1685, device='cuda:0') (tensor(303.3647, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.4716 (0.39649858992350717) | > loader_time: 0.0074 (0.004713841174778186)  --> TIME: 2024-06-11 12:01:23 -- STEP: 329/330 -- GLOBAL_STEP: 244750 | > loss_disc: 2.5719027519226074 (2.3734198334006913) | > loss_disc_real_0: 0.14993152022361755 (0.1213473804340355) | > loss_disc_real_1: 0.22655841708183289 (0.20156656762749225) | > loss_disc_real_2: 0.25229647755622864 (0.21393493470087607) | > loss_disc_real_3: 0.25647637248039246 (0.22972404517482478) | > loss_disc_real_4: 0.17554618418216705 (0.22949893713722108) | > loss_disc_real_5: 0.22215528786182404 (0.22242275519030436) | > loss_0: 2.5719027519226074 (2.3734198334006913) | > grad_norm_0: tensor(6.7719, device='cuda:0') (tensor(28.8135, device='cuda:0')) | > loss_gen: 1.8767157793045044 (2.494444988781195) | > loss_kl: 2.131701707839966 (1.9420872567997152) | > loss_feat: 12.140871047973633 (7.16799690513263) | > loss_mel: 18.621503829956055 (17.70670469915975) | > loss_duration: 2.267613172531128 (2.086202650447025) | > loss_1: 37.03840637207031 (31.397436536191808) | > grad_norm_1: tensor(75.4303, device='cuda:0') (tensor(295.1725, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 14.2068 (0.4513795035226004) | > loader_time: 0.0333 (0.0051440170833042705)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.59098744392395 (2.59098744392395) | > loss_disc_real_0: 0.0973936915397644 (0.0973936915397644) | > loss_disc_real_1: 0.19800041615962982 (0.19800041615962982) | > loss_disc_real_2: 0.2685278058052063 (0.2685278058052063) | > loss_disc_real_3: 0.26329368352890015 (0.26329368352890015) | > loss_disc_real_4: 0.2609558701515198 (0.2609558701515198) | > loss_disc_real_5: 0.3005286455154419 (0.3005286455154419) | > loss_0: 2.59098744392395 (2.59098744392395) | > loss_gen: 2.16471529006958 (2.16471529006958) | > loss_kl: 2.556980609893799 (2.556980609893799) | > loss_feat: 5.276687145233154 (5.276687145233154) | > loss_mel: 13.7115478515625 (13.7115478515625) | > loss_duration: 3.0787782669067383 (3.0787782669067383) | > loss_1: 26.788707733154297 (26.788707733154297)  --> STEP: 1 | > loss_disc: 2.3964715003967285 (2.3964715003967285) | > loss_disc_real_0: 0.0902022197842598 (0.0902022197842598) | > loss_disc_real_1: 0.20126837491989136 (0.20126837491989136) | > loss_disc_real_2: 0.1665424257516861 (0.1665424257516861) | > loss_disc_real_3: 0.2148127555847168 (0.2148127555847168) | > loss_disc_real_4: 0.2277783304452896 (0.2277783304452896) | > loss_disc_real_5: 0.25885188579559326 (0.25885188579559326) | > loss_0: 2.3964715003967285 (2.3964715003967285) | > loss_gen: 2.1691720485687256 (2.1691720485687256) | > loss_kl: 2.1719398498535156 (2.1719398498535156) | > loss_feat: 6.612013339996338 (6.612013339996338) | > loss_mel: 16.973268508911133 (16.973268508911133) | > loss_duration: 2.4708328247070312 (2.4708328247070312) | > loss_1: 30.397226333618164 (30.397226333618164)  --> STEP: 2 | > loss_disc: 2.1537811756134033 (2.275126338005066) | > loss_disc_real_0: 0.0490657240152359 (0.06963397189974785) | > loss_disc_real_1: 0.2283623367547989 (0.21481535583734512) | > loss_disc_real_2: 0.1547364741563797 (0.1606394499540329) | > loss_disc_real_3: 0.19045749306678772 (0.20263512432575226) | > loss_disc_real_4: 0.1654590368270874 (0.1966186836361885) | > loss_disc_real_5: 0.11359105259180069 (0.18622146919369698) | > loss_0: 2.1537811756134033 (2.275126338005066) | > loss_gen: 2.1863834857940674 (2.1777777671813965) | > loss_kl: 2.776315212249756 (2.4741275310516357) | > loss_feat: 6.082537651062012 (6.347275495529175) | > loss_mel: 20.213613510131836 (18.593441009521484) | > loss_duration: 2.471407175064087 (2.471119999885559) | > loss_1: 33.73025894165039 (32.06374263763428)  --> STEP: 3 | > loss_disc: 2.49013614654541 (2.3467962741851807) | > loss_disc_real_0: 0.11627396196126938 (0.08518063525358836) | > loss_disc_real_1: 0.2460685670375824 (0.22523309290409088) | > loss_disc_real_2: 0.20757466554641724 (0.176284521818161) | > loss_disc_real_3: 0.23904582858085632 (0.21477202574412027) | > loss_disc_real_4: 0.20227189362049103 (0.19850308696428934) | > loss_disc_real_5: 0.2117006927728653 (0.19471454372008642) | > loss_0: 2.49013614654541 (2.3467962741851807) | > loss_gen: 2.302130699157715 (2.219228744506836) | > loss_kl: 3.3164801597595215 (2.754911740620931) | > loss_feat: 6.872172832489014 (6.522241274515788) | > loss_mel: 17.19850730895996 (18.12846310933431) | > loss_duration: 2.322828769683838 (2.421689589818319) | > loss_1: 32.012123107910156 (32.046536127726235)  --> STEP: 4 | > loss_disc: 2.4911813735961914 (2.3828925490379333) | > loss_disc_real_0: 0.06839626282453537 (0.08098454214632511) | > loss_disc_real_1: 0.1639084368944168 (0.20990192890167236) | > loss_disc_real_2: 0.2655792534351349 (0.19860820472240448) | > loss_disc_real_3: 0.25397607684135437 (0.2245730385184288) | > loss_disc_real_4: 0.21494387090206146 (0.20261328294873238) | > loss_disc_real_5: 0.20928014814853668 (0.19835594482719898) | > loss_0: 2.4911813735961914 (2.3828925490379333) | > loss_gen: 2.100212812423706 (2.1894747614860535) | > loss_kl: 3.6352500915527344 (2.974996328353882) | > loss_feat: 7.1598100662231445 (6.681633472442627) | > loss_mel: 19.18022346496582 (18.391403198242188) | > loss_duration: 2.360232353210449 (2.4063252806663513) | > loss_1: 34.43572998046875 (32.643834590911865)  --> STEP: 5 | > loss_disc: 2.4684536457061768 (2.400004768371582) | > loss_disc_real_0: 0.13963985443115234 (0.09271560460329056) | > loss_disc_real_1: 0.2451963722705841 (0.2169608175754547) | > loss_disc_real_2: 0.37957727909088135 (0.23480201959609986) | > loss_disc_real_3: 0.2566209137439728 (0.2309826135635376) | > loss_disc_real_4: 0.1759013682603836 (0.19727090001106262) | > loss_disc_real_5: 0.2499716579914093 (0.20867908746004105) | > loss_0: 2.4684536457061768 (2.400004768371582) | > loss_gen: 2.451540231704712 (2.241887855529785) | > loss_kl: 2.579296350479126 (2.895856332778931) | > loss_feat: 6.297253131866455 (6.604757404327392) | > loss_mel: 18.331281661987305 (18.379378890991212) | > loss_duration: 2.301417112350464 (2.385343647003174) | > loss_1: 31.96078872680664 (32.50722541809082)  --> STEP: 6 | > loss_disc: 2.7973129749298096 (2.466222802797953) | > loss_disc_real_0: 0.15287253260612488 (0.10274175927042961) | > loss_disc_real_1: 0.24116206169128418 (0.2209943582614263) | > loss_disc_real_2: 0.2612088918685913 (0.23920316497484842) | > loss_disc_real_3: 0.3161691427230835 (0.24518036842346191) | > loss_disc_real_4: 0.23196889460086823 (0.20305389910936356) | > loss_disc_real_5: 0.25611305236816406 (0.21658474827806154) | > loss_0: 2.7973129749298096 (2.466222802797953) | > loss_gen: 2.126964569091797 (2.222733974456787) | > loss_kl: 3.108361005783081 (2.9312737782796225) | > loss_feat: 6.335661888122559 (6.559908151626587) | > loss_mel: 18.433977127075195 (18.388478597005207) | > loss_duration: 2.1935439109802246 (2.353377024332682) | > loss_1: 32.198509216308594 (32.455772717793785)  --> STEP: 7 | > loss_disc: 2.5011119842529297 (2.4712069715772356) | > loss_disc_real_0: 0.06055404618382454 (0.09671494311520032) | > loss_disc_real_1: 0.1984512209892273 (0.21777391007968358) | > loss_disc_real_2: 0.2779424488544464 (0.24473734838621958) | > loss_disc_real_3: 0.3127000033855438 (0.2548260305609022) | > loss_disc_real_4: 0.2670021057128906 (0.2121893571955817) | > loss_disc_real_5: 0.3416222333908081 (0.23444724615131105) | > loss_0: 2.5011119842529297 (2.4712069715772356) | > loss_gen: 2.439113140106201 (2.253645283835275) | > loss_kl: 4.124948024749756 (3.1017986706324985) | > loss_feat: 6.522628307342529 (6.554582459586007) | > loss_mel: 18.489017486572266 (18.402841295514786) | > loss_duration: 2.543886661529541 (2.3805926867893765) | > loss_1: 34.11959457397461 (32.69346155439104)  --> STEP: 8 | > loss_disc: 2.2138521671295166 (2.4390376210212708) | > loss_disc_real_0: 0.2167179435491562 (0.1117153181694448) | > loss_disc_real_1: 0.22476619482040405 (0.21864794567227364) | > loss_disc_real_2: 0.2021254450082779 (0.23941086046397686) | > loss_disc_real_3: 0.21899408102035522 (0.2503470368683338) | > loss_disc_real_4: 0.1622922122478485 (0.20595221407711506) | > loss_disc_real_5: 0.14891211688518524 (0.22375535499304533) | > loss_0: 2.2138521671295166 (2.4390376210212708) | > loss_gen: 2.627337694168091 (2.300356835126877) | > loss_kl: 2.9575839042663574 (3.083771824836731) | > loss_feat: 9.39101791381836 (6.909136891365051) | > loss_mel: 19.897626876831055 (18.58968949317932) | > loss_duration: 2.208621025085449 (2.3590962290763855) | > loss_1: 37.082191467285156 (33.24205279350281)  --> STEP: 9 | > loss_disc: 2.5388383865356445 (2.4501265949673123) | > loss_disc_real_0: 0.11845315992832184 (0.11246396725376447) | > loss_disc_real_1: 0.17110277712345123 (0.21336514916684893) | > loss_disc_real_2: 0.28693798184394836 (0.24469165172841814) | > loss_disc_real_3: 0.2712775468826294 (0.25267264909214443) | > loss_disc_real_4: 0.2675936222076416 (0.21280125942495134) | > loss_disc_real_5: 0.2633076608181 (0.22815005564027363) | > loss_0: 2.5388383865356445 (2.4501265949673123) | > loss_gen: 2.276381492614746 (2.2976929081810846) | > loss_kl: 2.484828472137451 (3.0172225634256997) | > loss_feat: 7.496754169464111 (6.974427700042725) | > loss_mel: 18.81068992614746 (18.61424509684245) | > loss_duration: 2.1535000801086426 (2.336252212524414) | > loss_1: 33.22215270996094 (33.23984167310927)  --> STEP: 10 | > loss_disc: 2.5890090465545654 (2.4640148401260378) | > loss_disc_real_0: 0.1796201467514038 (0.11917958520352841) | > loss_disc_real_1: 0.32419997453689575 (0.2244486317038536) | > loss_disc_real_2: 0.24551549553871155 (0.24477403610944748) | > loss_disc_real_3: 0.2422419935464859 (0.2516295835375786) | > loss_disc_real_4: 0.22424259781837463 (0.21394539326429368) | > loss_disc_real_5: 0.23254580795764923 (0.22858963087201117) | > loss_0: 2.5890090465545654 (2.4640148401260378) | > loss_gen: 2.213441848754883 (2.2892678022384643) | > loss_kl: 2.734591484069824 (2.988959455490112) | > loss_feat: 4.0351715087890625 (6.680502080917359) | > loss_mel: 15.340532302856445 (18.286873817443848) | > loss_duration: 2.3497061729431152 (2.337597608566284) | > loss_1: 26.673442840576172 (32.583201789855956)  --> STEP: 11 | > loss_disc: 2.421448230743408 (2.4601451483639805) | > loss_disc_real_0: 0.16909343004226685 (0.12371720746159554) | > loss_disc_real_1: 0.23039381206035614 (0.22498910264535385) | > loss_disc_real_2: 0.19060374796390533 (0.23984946445985275) | > loss_disc_real_3: 0.2505028247833252 (0.25152715092355554) | > loss_disc_real_4: 0.26847702264785767 (0.21890281411734494) | > loss_disc_real_5: 0.2940234839916229 (0.23453816297379407) | > loss_0: 2.421448230743408 (2.4601451483639805) | > loss_gen: 2.6557087898254395 (2.3225806192918257) | > loss_kl: 3.20261287689209 (3.008382493799383) | > loss_feat: 5.381056308746338 (6.562370647083629) | > loss_mel: 18.92681121826172 (18.345049944790926) | > loss_duration: 2.466341018676758 (2.3493015549399634) | > loss_1: 32.632530212402344 (32.587686191905625)  --> STEP: 12 | > loss_disc: 2.5063858032226562 (2.46399853626887) | > loss_disc_real_0: 0.10381747782230377 (0.12205889665832122) | > loss_disc_real_1: 0.23409605026245117 (0.22574801494677862) | > loss_disc_real_2: 0.29008960723876953 (0.24403614302476248) | > loss_disc_real_3: 0.27672135829925537 (0.25362666820486385) | > loss_disc_real_4: 0.18487651646137238 (0.21606728931268057) | > loss_disc_real_5: 0.2544819116592407 (0.23620014203091463) | > loss_0: 2.5063858032226562 (2.46399853626887) | > loss_gen: 2.2110018730163574 (2.313282390435537) | > loss_kl: 1.8655269145965576 (2.913144528865814) | > loss_feat: 6.317012310028076 (6.5419241189956665) | > loss_mel: 18.47444725036621 (18.355833053588867) | > loss_duration: 2.279047966003418 (2.343447089195251) | > loss_1: 31.147037506103516 (32.46763213475545)  --> STEP: 13 | > loss_disc: 2.6856508255004883 (2.48104871236361) | > loss_disc_real_0: 0.1507415473461151 (0.12426525440353614) | > loss_disc_real_1: 0.1975783258676529 (0.22358111578684586) | > loss_disc_real_2: 0.2563050389289856 (0.24497990424816424) | > loss_disc_real_3: 0.22544127702713013 (0.25145856119119203) | > loss_disc_real_4: 0.21833039820194244 (0.21624137461185455) | > loss_disc_real_5: 0.25273218750953674 (0.2374718378369625) | > loss_0: 2.6856508255004883 (2.48104871236361) | > loss_gen: 2.1251354217529297 (2.2988095466907206) | > loss_kl: 3.107081890106201 (2.928062787422767) | > loss_feat: 9.156904220581055 (6.7430764345022345) | > loss_mel: 16.78297996520996 (18.234844354482796) | > loss_duration: 2.2322511672973633 (2.334893556741567) | > loss_1: 33.404354095458984 (32.53968767019418)  --> STEP: 14 | > loss_disc: 2.568660259246826 (2.487306679998125) | > loss_disc_real_0: 0.09979698807001114 (0.12251752109399863) | > loss_disc_real_1: 0.23963692784309387 (0.2247279595051493) | > loss_disc_real_2: 0.24608193337917328 (0.2450586206146649) | > loss_disc_real_3: 0.19581615924835205 (0.2474841039095606) | > loss_disc_real_4: 0.17496752738952637 (0.21329324266740254) | > loss_disc_real_5: 0.16873060166835785 (0.232561749539205) | > loss_0: 2.568660259246826 (2.487306679998125) | > loss_gen: 1.8543949127197266 (2.2670656442642207) | > loss_kl: 3.2545182704925537 (2.951381036213466) | > loss_feat: 7.506721019744873 (6.79762247630528) | > loss_mel: 18.316221237182617 (18.240656988961355) | > loss_duration: 2.4031596183776855 (2.33976970400129) | > loss_1: 33.33501434326172 (32.59649671827044)  --> STEP: 15 | > loss_disc: 2.532383441925049 (2.49031179745992) | > loss_disc_real_0: 0.07319048047065735 (0.11922905171910922) | > loss_disc_real_1: 0.23303262889385223 (0.22528160413106282) | > loss_disc_real_2: 0.2554439604282379 (0.24575097660223644) | > loss_disc_real_3: 0.258242666721344 (0.24820134143034617) | > loss_disc_real_4: 0.2140018790960312 (0.21334048509597778) | > loss_disc_real_5: 0.2131427675485611 (0.23126715073982876) | > loss_0: 2.532383441925049 (2.49031179745992) | > loss_gen: 2.07858943939209 (2.254500563939412) | > loss_kl: 3.521134376525879 (2.9893645922342937) | > loss_feat: 6.31697416305542 (6.765579255421956) | > loss_mel: 18.25986671447754 (18.2419376373291) | > loss_duration: 2.301403522491455 (2.337211958567301) | > loss_1: 32.47796630859375 (32.58859469095866)  --> STEP: 16 | > loss_disc: 2.713796854019165 (2.504279613494873) | > loss_disc_real_0: 0.15901732444763184 (0.12171581876464188) | > loss_disc_real_1: 0.24985329806804657 (0.2268173350021243) | > loss_disc_real_2: 0.3583144545555115 (0.2527861939743161) | > loss_disc_real_3: 0.23906058073043823 (0.24763004388660192) | > loss_disc_real_4: 0.24658188223838806 (0.21541807241737843) | > loss_disc_real_5: 0.2127227783203125 (0.23010812746360898) | > loss_0: 2.713796854019165 (2.504279613494873) | > loss_gen: 2.2231979370117188 (2.252544149756431) | > loss_kl: 3.0836193561553955 (2.9952555149793625) | > loss_feat: 6.47973108291626 (6.74771374464035) | > loss_mel: 18.87956428527832 (18.281789302825928) | > loss_duration: 2.3648681640625 (2.338940471410751) | > loss_1: 33.030982971191406 (32.616243958473206)  --> STEP: 17 | > loss_disc: 2.8765876293182373 (2.5261800850138947) | > loss_disc_real_0: 0.20529256761074066 (0.12663209810853004) | > loss_disc_real_1: 0.29443633556365967 (0.23079492327044993) | > loss_disc_real_2: 0.31284940242767334 (0.2563193238833371) | > loss_disc_real_3: 0.27431896328926086 (0.24919998032205246) | > loss_disc_real_4: 0.26934555172920227 (0.21859027708277984) | > loss_disc_real_5: 0.42359673976898193 (0.24148981054039562) | > loss_0: 2.8765876293182373 (2.5261800850138947) | > loss_gen: 2.3930110931396484 (2.2608069111319145) | > loss_kl: 2.356534004211426 (2.957683661404778) | > loss_feat: 5.3393402099609375 (6.6648682426003845) | > loss_mel: 18.207889556884766 (18.277442258947037) | > loss_duration: 2.4337234497070312 (2.344515940722297) | > loss_1: 30.730497360229492 (32.50531768798828)  --> STEP: 18 | > loss_disc: 2.575190544128418 (2.5289028882980347) | > loss_disc_real_0: 0.11849889159202576 (0.1261802533020576) | > loss_disc_real_1: 0.15847952663898468 (0.22677740123536852) | > loss_disc_real_2: 0.179855614900589 (0.2520713400509622) | > loss_disc_real_3: 0.16279476881027222 (0.24439969079362023) | > loss_disc_real_4: 0.2307896465063095 (0.21926801982853147) | > loss_disc_real_5: 0.19194906949996948 (0.23873754714926085) | > loss_0: 2.575190544128418 (2.5289028882980347) | > loss_gen: 1.7378343343734741 (2.231752879089779) | > loss_kl: 2.8057987689971924 (2.9492456118265786) | > loss_feat: 5.837351322174072 (6.618895080354479) | > loss_mel: 14.940106391906738 (18.09203471077813) | > loss_duration: 2.2901878356933594 (2.3414977126651335) | > loss_1: 27.611278533935547 (32.23342662387424)  --> STEP: 19 | > loss_disc: 2.5363192558288574 (2.5292932234312357) | > loss_disc_real_0: 0.12509523332118988 (0.1261231469872751) | > loss_disc_real_1: 0.22350753843784332 (0.2266053031933935) | > loss_disc_real_2: 0.2034330666065216 (0.24951143092230746) | > loss_disc_real_3: 0.18157853186130524 (0.2410933140077089) | > loss_disc_real_4: 0.1971331387758255 (0.21810302608891538) | > loss_disc_real_5: 0.24973033368587494 (0.23931611486171422) | > loss_0: 2.5363192558288574 (2.5292932234312357) | > loss_gen: 2.005064010620117 (2.2198218860124284) | > loss_kl: 1.6745295524597168 (2.8821552929125334) | > loss_feat: 10.055025100708008 (6.799744028794138) | > loss_mel: 19.12165641784668 (18.146225326939632) | > loss_duration: 2.36574125289917 (2.342773688466925) | > loss_1: 35.22201919555664 (32.39072096975226)  --> STEP: 20 | > loss_disc: 2.2661654949188232 (2.5161368370056154) | > loss_disc_real_0: 0.13639670610427856 (0.12663682494312528) | > loss_disc_real_1: 0.13304954767227173 (0.2219275154173374) | > loss_disc_real_2: 0.206007719039917 (0.24733624532818793) | > loss_disc_real_3: 0.2058410942554474 (0.23933070302009582) | > loss_disc_real_4: 0.17890594899654388 (0.2161431722342968) | > loss_disc_real_5: 0.2043045610189438 (0.23756553716957568) | > loss_0: 2.2661654949188232 (2.5161368370056154) | > loss_gen: 2.3780126571655273 (2.2277314245700834) | > loss_kl: 2.087735176086426 (2.842434287071228) | > loss_feat: 7.880361080169678 (6.853774881362915) | > loss_mel: 19.67319107055664 (18.222573614120485) | > loss_duration: 2.3195600509643555 (2.3416130065917966) | > loss_1: 34.33885955810547 (32.488127899169925)  --> STEP: 21 | > loss_disc: 2.3656482696533203 (2.508970714750744) | > loss_disc_real_0: 0.11327967047691345 (0.12600076996854379) | > loss_disc_real_1: 0.30179858207702637 (0.22573089954398928) | > loss_disc_real_2: 0.18063871562480927 (0.2441601724851699) | > loss_disc_real_3: 0.23271529376506805 (0.23901568353176117) | > loss_disc_real_4: 0.1895458698272705 (0.2148766340244384) | > loss_disc_real_5: 0.1728518307209015 (0.2344839321005912) | > loss_0: 2.3656482696533203 (2.508970714750744) | > loss_gen: 2.0822806358337402 (2.2208051965350197) | > loss_kl: 2.2374484539031982 (2.8136254378727505) | > loss_feat: 4.909633159637451 (6.761196704137893) | > loss_mel: 18.59253692626953 (18.24019091469901) | > loss_duration: 2.20192813873291 (2.334961346217564) | > loss_1: 30.023826599121094 (32.37078021821522)  --> STEP: 22 | > loss_disc: 2.7193515300750732 (2.518533479083668) | > loss_disc_real_0: 0.09788010269403458 (0.12472255781970244) | > loss_disc_real_1: 0.18956424295902252 (0.22408696060830896) | > loss_disc_real_2: 0.3478941321372986 (0.24887535246935757) | > loss_disc_real_3: 0.22527657449245453 (0.23839117857542905) | > loss_disc_real_4: 0.23406124114990234 (0.2157486616210504) | > loss_disc_real_5: 0.24968381226062775 (0.23517483574422923) | > loss_0: 2.7193515300750732 (2.518533479083668) | > loss_gen: 2.0385303497314453 (2.2125199762257663) | > loss_kl: 2.399880886077881 (2.79481886733662) | > loss_feat: 6.7592291831970215 (6.7611072713678535) | > loss_mel: 19.173675537109375 (18.282622033899482) | > loss_duration: 2.19533634185791 (2.3286147551103067) | > loss_1: 32.566654205322266 (32.37968358126554)  --> STEP: 23 | > loss_disc: 2.4059224128723145 (2.513637345770131) | > loss_disc_real_0: 0.16282731294631958 (0.12637928630346842) | > loss_disc_real_1: 0.22077588737010956 (0.2239430009023003) | > loss_disc_real_2: 0.26098528504371643 (0.24940187127693839) | > loss_disc_real_3: 0.250868022441864 (0.23893365004788275) | > loss_disc_real_4: 0.2147446870803833 (0.21570501055406488) | > loss_disc_real_5: 0.18652252852916718 (0.23305951803922653) | > loss_0: 2.4059224128723145 (2.513637345770131) | > loss_gen: 2.327308177947998 (2.2175107676049937) | > loss_kl: 2.4174582958221436 (2.7784118859664253) | > loss_feat: 7.329185962677002 (6.785806344903034) | > loss_mel: 17.292383193969727 (18.239568171293843) | > loss_duration: 2.276923179626465 (2.326367295306661) | > loss_1: 31.643260955810547 (32.34766520624576)  --> STEP: 24 | > loss_disc: 2.5702056884765625 (2.515994360049566) | > loss_disc_real_0: 0.0976310670375824 (0.12518144383405652) | > loss_disc_real_1: 0.24802562594413757 (0.22494644361237684) | > loss_disc_real_2: 0.23411411046981812 (0.2487648812433084) | > loss_disc_real_3: 0.23822714388370514 (0.238904212291042) | > loss_disc_real_4: 0.23803775012493134 (0.21663554136951765) | > loss_disc_real_5: 0.264459490776062 (0.23436785023659468) | > loss_0: 2.5702056884765625 (2.515994360049566) | > loss_gen: 2.1412320137023926 (2.214332486192385) | > loss_kl: 2.0778558254241943 (2.749222050110499) | > loss_feat: 6.431462287902832 (6.771042009194692) | > loss_mel: 19.554279327392578 (18.294347802797958) | > loss_duration: 2.3767988681793213 (2.328468610843022) | > loss_1: 32.58163070678711 (32.35741376876832)  --> STEP: 25 | > loss_disc: 2.8843793869018555 (2.5307297611236574) | > loss_disc_real_0: 0.17855991423130035 (0.12731658264994627) | > loss_disc_real_1: 0.31058168411254883 (0.22837185323238374) | > loss_disc_real_2: 0.3497942090034485 (0.252806054353714) | > loss_disc_real_3: 0.26297691464424133 (0.23986712038517) | > loss_disc_real_4: 0.2418760508298874 (0.21764516174793244) | > loss_disc_real_5: 0.2334716022014618 (0.23433200031518936) | > loss_0: 2.8843793869018555 (2.5307297611236574) | > loss_gen: 2.0451297760009766 (2.207564377784729) | > loss_kl: 3.0798351764678955 (2.762446575164795) | > loss_feat: 5.181949138641357 (6.707478294372558) | > loss_mel: 13.39079475402832 (18.098205680847173) | > loss_duration: 2.3974835872650146 (2.331229209899902) | > loss_1: 26.09519386291504 (32.10692497253419)  --> STEP: 26 | > loss_disc: 2.8969266414642334 (2.544814256521372) | > loss_disc_real_0: 0.13423967361450195 (0.12758285537935227) | > loss_disc_real_1: 0.19672085344791412 (0.22715450708682722) | > loss_disc_real_2: 0.1855551153421402 (0.2502194797763458) | > loss_disc_real_3: 0.20493003726005554 (0.23852338641881943) | > loss_disc_real_4: 0.16902264952659607 (0.21577506512403488) | > loss_disc_real_5: 0.17498920857906342 (0.2320495852484153) | > loss_0: 2.8969266414642334 (2.544814256521372) | > loss_gen: 1.4230866432189941 (2.1773921572245083) | > loss_kl: 2.333371162414551 (2.745943674674401) | > loss_feat: 10.55221176147461 (6.855352658491868) | > loss_mel: 16.205636978149414 (18.02541457689726) | > loss_duration: 2.2455334663391113 (2.327933219762948) | > loss_1: 32.75984191894531 (32.13203716278077) --> EVAL PERFORMANCE | > avg_loader_time: 0.002448852245624249 (+2.5730866652268897e-05) | > avg_loss_disc: 2.544814256521372 (+0.10048720469841532) | > avg_loss_disc_real_0: 0.12758285537935227 (-0.011988053528162124) | > avg_loss_disc_real_1: 0.22715450708682722 (+0.00427047535777092) | > avg_loss_disc_real_2: 0.2502194797763458 (-0.04235662176058841) | > avg_loss_disc_real_3: 0.23852338641881943 (-0.03207325878051609) | > avg_loss_disc_real_4: 0.21577506512403488 (-0.03034065090692961) | > avg_loss_disc_real_5: 0.2320495852484153 (-0.012997504323720932) | > avg_loss_0: 2.544814256521372 (+0.10048720469841532) | > avg_loss_gen: 2.1773921572245083 (-0.3922520004785981) | > avg_loss_kl: 2.745943674674401 (+0.05880445700425341) | > avg_loss_feat: 6.855352658491868 (-0.2563829605395975) | > avg_loss_mel: 18.02541457689726 (+0.49560568882869305) | > avg_loss_duration: 2.327933219762948 (+0.01424584021935038) | > avg_loss_1: 32.13203716278077 (-0.07997828263501816)  > EPOCH: 475/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:01:29)   --> TIME: 2024-06-11 12:01:39 -- STEP: 24/330 -- GLOBAL_STEP: 244775 | > loss_disc: 2.404637575149536 (2.3474820454915366) | > loss_disc_real_0: 0.12333416938781738 (0.11412629950791597) | > loss_disc_real_1: 0.22035732865333557 (0.2002879542609056) | > loss_disc_real_2: 0.19054263830184937 (0.2100904875745376) | > loss_disc_real_3: 0.24566416442394257 (0.22408605429033437) | > loss_disc_real_4: 0.2504032552242279 (0.2297030029197534) | > loss_disc_real_5: 0.27215859293937683 (0.221925750374794) | > loss_0: 2.404637575149536 (2.3474820454915366) | > grad_norm_0: tensor(14.4720, device='cuda:0') (tensor(8.8763, device='cuda:0')) | > loss_gen: 2.5150341987609863 (2.502414554357529) | > loss_kl: 1.7624471187591553 (1.816014568010966) | > loss_feat: 7.3935227394104 (6.982914328575134) | > loss_mel: 17.72807502746582 (18.17891565958659) | > loss_duration: 2.0035481452941895 (2.076502521832784) | > loss_1: 31.402626037597656 (31.556761741638184) | > grad_norm_1: tensor(48.0377, device='cuda:0') (tensor(74.4548, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3678 (0.3575225869814555) | > loader_time: 0.0039 (0.003361086050669352)  --> TIME: 2024-06-11 12:01:48 -- STEP: 49/330 -- GLOBAL_STEP: 244800 | > loss_disc: 2.361485004425049 (2.363206396297532) | > loss_disc_real_0: 0.07162335515022278 (0.11302200279065541) | > loss_disc_real_1: 0.20309576392173767 (0.20332853861001074) | > loss_disc_real_2: 0.18656200170516968 (0.2112283168398604) | > loss_disc_real_3: 0.23515836894512177 (0.22527897753277604) | > loss_disc_real_4: 0.2145911455154419 (0.22869398399275176) | > loss_disc_real_5: 0.19877304136753082 (0.21881020373227644) | > loss_0: 2.361485004425049 (2.363206396297532) | > grad_norm_0: tensor(10.4926, device='cuda:0') (tensor(10.9874, device='cuda:0')) | > loss_gen: 2.527463674545288 (2.476870755760037) | > loss_kl: 1.783769965171814 (1.8063383978240344) | > loss_feat: 7.913280487060547 (6.961435658591134) | > loss_mel: 18.346460342407227 (18.032814142655347) | > loss_duration: 1.9682074785232544 (2.0381358715952658) | > loss_1: 32.539180755615234 (31.315595004023336) | > grad_norm_1: tensor(127.8893, device='cuda:0') (tensor(109.6215, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3785 (0.3598641959988342) | > loader_time: 0.0035 (0.0034138085890789423)  --> TIME: 2024-06-11 12:01:57 -- STEP: 74/330 -- GLOBAL_STEP: 244825 | > loss_disc: 2.3171298503875732 (2.356424686071034) | > loss_disc_real_0: 0.11592121422290802 (0.1127785525813296) | > loss_disc_real_1: 0.15260207653045654 (0.20117961776417656) | > loss_disc_real_2: 0.19484306871891022 (0.2111837648459383) | > loss_disc_real_3: 0.23466743528842926 (0.22709426062332616) | > loss_disc_real_4: 0.26136448979377747 (0.23020380332663254) | > loss_disc_real_5: 0.19764278829097748 (0.21987445692758303) | > loss_0: 2.3171298503875732 (2.356424686071034) | > grad_norm_0: tensor(30.6813, device='cuda:0') (tensor(12.9672, device='cuda:0')) | > loss_gen: 2.6030731201171875 (2.4857111621547388) | > loss_kl: 2.098299741744995 (1.838492918658901) | > loss_feat: 7.328990459442139 (7.010855629637435) | > loss_mel: 18.32773208618164 (18.007831985886032) | > loss_duration: 1.9407131671905518 (2.0225682161949767) | > loss_1: 32.29880905151367 (31.3654599576383) | > grad_norm_1: tensor(259.2490, device='cuda:0') (tensor(146.3248, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3823 (0.36265283339732407) | > loader_time: 0.0045 (0.0035095762562107396)  --> TIME: 2024-06-11 12:02:07 -- STEP: 99/330 -- GLOBAL_STEP: 244850 | > loss_disc: 2.4148898124694824 (2.356423023975255) | > loss_disc_real_0: 0.129393070936203 (0.11405351374185446) | > loss_disc_real_1: 0.1844794750213623 (0.2012471282722974) | > loss_disc_real_2: 0.2547749876976013 (0.21156949406922465) | > loss_disc_real_3: 0.23900121450424194 (0.2277137462538902) | > loss_disc_real_4: 0.22093015909194946 (0.22939580543474716) | > loss_disc_real_5: 0.25328510999679565 (0.2202133938218608) | > loss_0: 2.4148898124694824 (2.356423023975255) | > grad_norm_0: tensor(13.6208, device='cuda:0') (tensor(14.8060, device='cuda:0')) | > loss_gen: 2.5170931816101074 (2.487444964322176) | > loss_kl: 1.6898053884506226 (1.850660174784034) | > loss_feat: 7.109878063201904 (6.996341912433355) | > loss_mel: 18.147464752197266 (17.977672962227263) | > loss_duration: 2.0382866859436035 (2.0210431573366865) | > loss_1: 31.502527236938477 (31.333163193982056) | > grad_norm_1: tensor(176.9855, device='cuda:0') (tensor(169.5427, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3764 (0.36422580661195697) | > loader_time: 0.0046 (0.003608987788961391)  --> TIME: 2024-06-11 12:02:16 -- STEP: 124/330 -- GLOBAL_STEP: 244875 | > loss_disc: 2.3425843715667725 (2.354202576221957) | > loss_disc_real_0: 0.09566986560821533 (0.11322663393953154) | > loss_disc_real_1: 0.15814149379730225 (0.20022104151787296) | > loss_disc_real_2: 0.178304985165596 (0.21205310223083343) | > loss_disc_real_3: 0.2536419630050659 (0.228037387012474) | > loss_disc_real_4: 0.22215011715888977 (0.22923453620845272) | > loss_disc_real_5: 0.21470347046852112 (0.22020252806044394) | > loss_0: 2.3425843715667725 (2.354202576221957) | > grad_norm_0: tensor(7.9186, device='cuda:0') (tensor(16.3395, device='cuda:0')) | > loss_gen: 2.4992222785949707 (2.4909640223749214) | > loss_kl: 1.95753014087677 (1.8663862001511358) | > loss_feat: 8.111928939819336 (7.033137163808269) | > loss_mel: 18.416107177734375 (17.990981194280817) | > loss_duration: 2.0376737117767334 (2.0230491459369664) | > loss_1: 33.0224609375 (31.404517712131625) | > grad_norm_1: tensor(191.2717, device='cuda:0') (tensor(192.3686, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3577 (0.3652038708809883) | > loader_time: 0.004 (0.0036793985674458164)  --> TIME: 2024-06-11 12:02:26 -- STEP: 149/330 -- GLOBAL_STEP: 244900 | > loss_disc: 2.2633605003356934 (2.3569979971687256) | > loss_disc_real_0: 0.12204129993915558 (0.11431450841810879) | > loss_disc_real_1: 0.18935294449329376 (0.20023916811751036) | > loss_disc_real_2: 0.21621541678905487 (0.213000168736349) | > loss_disc_real_3: 0.23091460764408112 (0.22839027443188148) | > loss_disc_real_4: 0.1948249191045761 (0.2291324767690377) | > loss_disc_real_5: 0.2068452537059784 (0.22016664689419255) | > loss_0: 2.2633605003356934 (2.3569979971687256) | > grad_norm_0: tensor(50.4289, device='cuda:0') (tensor(18.9859, device='cuda:0')) | > loss_gen: 2.474977970123291 (2.493960622173027) | > loss_kl: 1.9775692224502563 (1.8831866067527925) | > loss_feat: 6.912539958953857 (7.0344573891402895) | > loss_mel: 18.173385620117188 (17.968138521949726) | > loss_duration: 2.0430898666381836 (2.0257740540792484) | > loss_1: 31.581562042236328 (31.40551715569208) | > grad_norm_1: tensor(378.4785, device='cuda:0') (tensor(217.9401, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.4017 (0.36908082674013687) | > loader_time: 0.0042 (0.0038069686633628486)  --> TIME: 2024-06-11 12:02:36 -- STEP: 174/330 -- GLOBAL_STEP: 244925 | > loss_disc: 2.2262392044067383 (2.356999226000116) | > loss_disc_real_0: 0.09681198745965958 (0.1155692415804356) | > loss_disc_real_1: 0.17907372117042542 (0.1997707729367003) | > loss_disc_real_2: 0.20755311846733093 (0.2125910665283258) | > loss_disc_real_3: 0.20962926745414734 (0.2287418246269226) | > loss_disc_real_4: 0.22031305730342865 (0.22928191678619933) | > loss_disc_real_5: 0.21279118955135345 (0.22036440208040434) | > loss_0: 2.2262392044067383 (2.356999226000116) | > grad_norm_0: tensor(42.1300, device='cuda:0') (tensor(22.0217, device='cuda:0')) | > loss_gen: 2.457979917526245 (2.4976394971211753) | > loss_kl: 1.8858311176300049 (1.8913808293726253) | > loss_feat: 7.935626029968262 (7.067301470657875) | > loss_mel: 17.684814453125 (17.96336204704197) | > loss_duration: 2.1227853298187256 (2.030606748728916) | > loss_1: 32.0870361328125 (31.450290515505035) | > grad_norm_1: tensor(413.8890, device='cuda:0') (tensor(232.7361, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3808 (0.37264816377354765) | > loader_time: 0.0052 (0.003946834597094306)  --> TIME: 2024-06-11 12:02:46 -- STEP: 199/330 -- GLOBAL_STEP: 244950 | > loss_disc: 2.397416591644287 (2.354260260136282) | > loss_disc_real_0: 0.17955292761325836 (0.11616432758506819) | > loss_disc_real_1: 0.21726980805397034 (0.19964807461853595) | > loss_disc_real_2: 0.21501661837100983 (0.2122477589540146) | > loss_disc_real_3: 0.24433663487434387 (0.22794657743456376) | > loss_disc_real_4: 0.28071486949920654 (0.22802510535597204) | > loss_disc_real_5: 0.24706634879112244 (0.2203897652614057) | > loss_0: 2.397416591644287 (2.354260260136282) | > grad_norm_0: tensor(60.2290, device='cuda:0') (tensor(24.0690, device='cuda:0')) | > loss_gen: 2.559962749481201 (2.50478362557876) | > loss_kl: 1.9388624429702759 (1.8974738714083954) | > loss_feat: 6.2558159828186035 (7.093705692482953) | > loss_mel: 17.56258201599121 (17.919357079357365) | > loss_duration: 2.1493637561798096 (2.0381349049620883) | > loss_1: 30.46658706665039 (31.45345512466814) | > grad_norm_1: tensor(277.3275, device='cuda:0') (tensor(251.0818, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.378 (0.3743269647186126) | > loader_time: 0.0065 (0.004066334297908611)  --> TIME: 2024-06-11 12:02:56 -- STEP: 224/330 -- GLOBAL_STEP: 244975 | > loss_disc: 2.323138475418091 (2.3528961624417977) | > loss_disc_real_0: 0.05242036283016205 (0.11704157760167229) | > loss_disc_real_1: 0.24708892405033112 (0.19943206205165806) | > loss_disc_real_2: 0.18990890681743622 (0.2124160618654319) | > loss_disc_real_3: 0.22488243877887726 (0.22793643615607703) | > loss_disc_real_4: 0.21776501834392548 (0.22737838520801493) | > loss_disc_real_5: 0.251455157995224 (0.21990333018558367) | > loss_0: 2.323138475418091 (2.3528961624417977) | > grad_norm_0: tensor(48.7293, device='cuda:0') (tensor(27.2295, device='cuda:0')) | > loss_gen: 2.6799097061157227 (2.510289983025618) | > loss_kl: 1.9290274381637573 (1.9041751671050275) | > loss_feat: 7.324986934661865 (7.108448479856763) | > loss_mel: 17.832561492919922 (17.878581855978286) | > loss_duration: 2.159918785095215 (2.045238065400294) | > loss_1: 31.926403045654297 (31.446733474731445) | > grad_norm_1: tensor(431.9253, device='cuda:0') (tensor(270.1642, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.3847 (0.37726032733917236) | > loader_time: 0.0054 (0.0041946194001606565)  --> TIME: 2024-06-11 12:03:07 -- STEP: 249/330 -- GLOBAL_STEP: 245000 | > loss_disc: 2.358309745788574 (2.352677993506312) | > loss_disc_real_0: 0.16275747120380402 (0.11856919344529569) | > loss_disc_real_1: 0.16918541491031647 (0.19870963902119168) | > loss_disc_real_2: 0.19065693020820618 (0.2121077984810833) | > loss_disc_real_3: 0.22980183362960815 (0.227995167953901) | > loss_disc_real_4: 0.21227574348449707 (0.22706028196706352) | > loss_disc_real_5: 0.20570804178714752 (0.22032270517693944) | > loss_0: 2.358309745788574 (2.352677993506312) | > grad_norm_0: tensor(21.7653, device='cuda:0') (tensor(29.3844, device='cuda:0')) | > loss_gen: 2.3462541103363037 (2.512979767887467) | > loss_kl: 2.005405902862549 (1.9085103594155675) | > loss_feat: 6.2186994552612305 (7.107950024815448) | > loss_mel: 17.671628952026367 (17.838174735685914) | > loss_duration: 2.124992609024048 (2.0530821381802524) | > loss_1: 30.366981506347656 (31.420696986248217) | > grad_norm_1: tensor(353.6022, device='cuda:0') (tensor(288.4984, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.4084 (0.3804680965990427) | > loader_time: 0.0059 (0.0043472190458611806) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_245000.pth  --> TIME: 2024-06-11 12:03:23 -- STEP: 274/330 -- GLOBAL_STEP: 245025 | > loss_disc: 2.3410885334014893 (2.354924468228416) | > loss_disc_real_0: 0.12386056780815125 (0.11902088470702624) | > loss_disc_real_1: 0.195626363158226 (0.19885474128009623) | > loss_disc_real_2: 0.23768912255764008 (0.21237173725436204) | > loss_disc_real_3: 0.23734061419963837 (0.2280571292134097) | > loss_disc_real_4: 0.21105490624904633 (0.22730139708214434) | > loss_disc_real_5: 0.22339197993278503 (0.22067761214545173) | > loss_0: 2.3410885334014893 (2.354924468228416) | > grad_norm_0: tensor(21.8785, device='cuda:0') (tensor(28.5712, device='cuda:0')) | > loss_gen: 2.4485340118408203 (2.5033394820498716) | > loss_kl: 2.021354913711548 (1.9140169616163212) | > loss_feat: 6.896402835845947 (7.101584972256291) | > loss_mel: 16.842609405517578 (17.790800505310955) | > loss_duration: 2.146620512008667 (2.0615437235275307) | > loss_1: 30.35552215576172 (31.37128559168238) | > grad_norm_1: tensor(96.3740, device='cuda:0') (tensor(278.2460, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.4503 (0.38663582645193506) | > loader_time: 0.0061 (0.004518587223804782)  --> TIME: 2024-06-11 12:03:35 -- STEP: 299/330 -- GLOBAL_STEP: 245050 | > loss_disc: 2.44587779045105 (2.35810277852725) | > loss_disc_real_0: 0.16103073954582214 (0.11992663872680537) | > loss_disc_real_1: 0.20722296833992004 (0.19912610758706475) | > loss_disc_real_2: 0.20702752470970154 (0.21244510385304388) | > loss_disc_real_3: 0.23849605023860931 (0.2281862078701772) | > loss_disc_real_4: 0.2586020529270172 (0.22817759190913428) | > loss_disc_real_5: 0.2827725112438202 (0.2213476759235197) | > loss_0: 2.44587779045105 (2.35810277852725) | > grad_norm_0: tensor(5.8829, device='cuda:0') (tensor(26.9921, device='cuda:0')) | > loss_gen: 2.309980630874634 (2.4964063111754946) | > loss_kl: 1.9421753883361816 (1.919150084954839) | > loss_feat: 6.532778263092041 (7.102505258094508) | > loss_mel: 16.521778106689453 (17.741755763025193) | > loss_duration: 2.2362818717956543 (2.071828977320105) | > loss_1: 29.542993545532227 (31.331646405733547) | > grad_norm_1: tensor(56.8872, device='cuda:0') (tensor(263.6245, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.4705 (0.39325708928315534) | > loader_time: 0.0069 (0.004708063642316837)  --> TIME: 2024-06-11 12:03:49 -- STEP: 324/330 -- GLOBAL_STEP: 245075 | > loss_disc: 2.3859968185424805 (2.3604593806796603) | > loss_disc_real_0: 0.16429778933525085 (0.12110459894217827) | > loss_disc_real_1: 0.19550833106040955 (0.19940422374157254) | > loss_disc_real_2: 0.21037240326404572 (0.2123888245795244) | > loss_disc_real_3: 0.25247257947921753 (0.22822866749800283) | > loss_disc_real_4: 0.30343279242515564 (0.2285661535958449) | > loss_disc_real_5: 0.25902825593948364 (0.22126702720552316) | > loss_0: 2.3859968185424805 (2.3604593806796603) | > grad_norm_0: tensor(12.9146, device='cuda:0') (tensor(25.6739, device='cuda:0')) | > loss_gen: 2.202407121658325 (2.4908376446476668) | > loss_kl: 2.1788125038146973 (1.925989873615312) | > loss_feat: 9.3500394821167 (7.159893309628523) | > loss_mel: 17.68474006652832 (17.699640350577287) | > loss_duration: 2.270393133163452 (2.085874064101112) | > loss_1: 33.68639373779297 (31.36223524588126) | > grad_norm_1: tensor(124.8913, device='cuda:0') (tensor(251.2553, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.587 (0.4047326085008221) | > loader_time: 0.0114 (0.004965926394050506)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3334364891052246 (2.3334364891052246) | > loss_disc_real_0: 0.06822670996189117 (0.06822670996189117) | > loss_disc_real_1: 0.2227875143289566 (0.2227875143289566) | > loss_disc_real_2: 0.2670935094356537 (0.2670935094356537) | > loss_disc_real_3: 0.2945075035095215 (0.2945075035095215) | > loss_disc_real_4: 0.2710290253162384 (0.2710290253162384) | > loss_disc_real_5: 0.2421576827764511 (0.2421576827764511) | > loss_0: 2.3334364891052246 (2.3334364891052246) | > loss_gen: 2.555986166000366 (2.555986166000366) | > loss_kl: 2.681509017944336 (2.681509017944336) | > loss_feat: 7.072120189666748 (7.072120189666748) | > loss_mel: 15.900875091552734 (15.900875091552734) | > loss_duration: 3.009235382080078 (3.009235382080078) | > loss_1: 31.2197265625 (31.2197265625)  --> STEP: 1 | > loss_disc: 2.3036041259765625 (2.3036041259765625) | > loss_disc_real_0: 0.058387234807014465 (0.058387234807014465) | > loss_disc_real_1: 0.11602839082479477 (0.11602839082479477) | > loss_disc_real_2: 0.14072103798389435 (0.14072103798389435) | > loss_disc_real_3: 0.17435882985591888 (0.17435882985591888) | > loss_disc_real_4: 0.24830181896686554 (0.24830181896686554) | > loss_disc_real_5: 0.23672723770141602 (0.23672723770141602) | > loss_0: 2.3036041259765625 (2.3036041259765625) | > loss_gen: 2.0267982482910156 (2.0267982482910156) | > loss_kl: 2.6664609909057617 (2.6664609909057617) | > loss_feat: 6.077971458435059 (6.077971458435059) | > loss_mel: 19.074432373046875 (19.074432373046875) | > loss_duration: 2.419121503829956 (2.419121503829956) | > loss_1: 32.26478576660156 (32.26478576660156)  --> STEP: 2 | > loss_disc: 2.483278274536133 (2.3934412002563477) | > loss_disc_real_0: 0.0744318962097168 (0.06640956550836563) | > loss_disc_real_1: 0.18877144157886505 (0.1523999162018299) | > loss_disc_real_2: 0.2530840039253235 (0.19690252095460892) | > loss_disc_real_3: 0.2463456094264984 (0.21035221964120865) | > loss_disc_real_4: 0.2655559480190277 (0.2569288834929466) | > loss_disc_real_5: 0.30449938774108887 (0.27061331272125244) | > loss_0: 2.483278274536133 (2.3934412002563477) | > loss_gen: 2.3260111808776855 (2.1764047145843506) | > loss_kl: 2.336557626724243 (2.5015093088150024) | > loss_feat: 6.332751274108887 (6.205361366271973) | > loss_mel: 19.347373962402344 (19.21090316772461) | > loss_duration: 2.4864249229431152 (2.4527732133865356) | > loss_1: 32.82911682128906 (32.54695129394531)  --> STEP: 3 | > loss_disc: 2.127199649810791 (2.3046940167744956) | > loss_disc_real_0: 0.12996719777584076 (0.08759544293085735) | > loss_disc_real_1: 0.06822742521762848 (0.1243424192070961) | > loss_disc_real_2: 0.21085213124752045 (0.2015523910522461) | > loss_disc_real_3: 0.18163149058818817 (0.2007786432902018) | > loss_disc_real_4: 0.18741975724697113 (0.23375917474428812) | > loss_disc_real_5: 0.17906878888607025 (0.24009847144285837) | > loss_0: 2.127199649810791 (2.3046940167744956) | > loss_gen: 2.447345495223999 (2.2667183081309) | > loss_kl: 3.1976048946380615 (2.733541170756022) | > loss_feat: 7.383712291717529 (6.598145008087158) | > loss_mel: 20.19132423400879 (19.537710189819336) | > loss_duration: 2.2530181407928467 (2.386188189188639) | > loss_1: 35.47300338745117 (33.5223019917806)  --> STEP: 4 | > loss_disc: 2.2881975173950195 (2.3005698919296265) | > loss_disc_real_0: 0.11080817878246307 (0.09339862689375877) | > loss_disc_real_1: 0.13501310348510742 (0.12701009027659893) | > loss_disc_real_2: 0.20289720594882965 (0.20188859477639198) | > loss_disc_real_3: 0.25138312578201294 (0.2134297639131546) | > loss_disc_real_4: 0.26824668049812317 (0.2423810511827469) | > loss_disc_real_5: 0.20039770007133484 (0.2301732785999775) | > loss_0: 2.2881975173950195 (2.3005698919296265) | > loss_gen: 2.338066577911377 (2.2845553755760193) | > loss_kl: 3.3817334175109863 (2.895589232444763) | > loss_feat: 8.106318473815918 (6.975188374519348) | > loss_mel: 17.794086456298828 (19.10180425643921) | > loss_duration: 2.365102767944336 (2.3809168338775635) | > loss_1: 33.98530578613281 (33.63805294036865)  --> STEP: 5 | > loss_disc: 1.9061641693115234 (2.221688747406006) | > loss_disc_real_0: 0.05365411564707756 (0.08544972464442253) | > loss_disc_real_1: 0.14507423341274261 (0.13062291890382766) | > loss_disc_real_2: 0.18739500641822815 (0.1989898771047592) | > loss_disc_real_3: 0.15290223062038422 (0.2013242572546005) | > loss_disc_real_4: 0.21878081560134888 (0.23766100406646729) | > loss_disc_real_5: 0.15782077610492706 (0.2157027781009674) | > loss_0: 1.9061641693115234 (2.221688747406006) | > loss_gen: 2.544388771057129 (2.3365220546722414) | > loss_kl: 2.795872926712036 (2.875645971298218) | > loss_feat: 8.39500617980957 (7.259151935577393) | > loss_mel: 19.7392520904541 (19.229293823242188) | > loss_duration: 2.3249731063842773 (2.3697280883789062) | > loss_1: 35.79949188232422 (34.07034072875977)  --> STEP: 6 | > loss_disc: 2.539583206176758 (2.2746711572011313) | > loss_disc_real_0: 0.083005391061306 (0.08504233571390311) | > loss_disc_real_1: 0.15687765181064606 (0.13499870772163072) | > loss_disc_real_2: 0.23245255649089813 (0.20456699033578238) | > loss_disc_real_3: 0.2148088812828064 (0.20357169459263483) | > loss_disc_real_4: 0.2535078525543213 (0.24030214548110962) | > loss_disc_real_5: 0.25284093618392944 (0.2218924711147944) | > loss_0: 2.539583206176758 (2.2746711572011313) | > loss_gen: 1.9519551992416382 (2.272427578767141) | > loss_kl: 2.5336403846740723 (2.8186450401941934) | > loss_feat: 5.944169998168945 (7.039988279342651) | > loss_mel: 18.700855255126953 (19.141220728556316) | > loss_duration: 2.1671667098999023 (2.3359678586324057) | > loss_1: 31.297786712646484 (33.60824839274088)  --> STEP: 7 | > loss_disc: 2.3124654293060303 (2.2800703389304027) | > loss_disc_real_0: 0.08742333948612213 (0.08538247910993439) | > loss_disc_real_1: 0.12458077818155289 (0.1335104320730482) | > loss_disc_real_2: 0.26358920335769653 (0.2129987350531987) | > loss_disc_real_3: 0.22854343056678772 (0.20713908544608525) | > loss_disc_real_4: 0.21642835438251495 (0.2368916038955961) | > loss_disc_real_5: 0.22993172705173492 (0.22304093624864305) | > loss_0: 2.3124654293060303 (2.2800703389304027) | > loss_gen: 2.243776559829712 (2.2683345760617937) | > loss_kl: 4.05917501449585 (2.995863607951573) | > loss_feat: 7.205202579498291 (7.063590322222028) | > loss_mel: 18.256973266601562 (19.01489966256278) | > loss_duration: 2.477060317993164 (2.356123924255371) | > loss_1: 34.2421875 (33.69881112234933)  --> STEP: 8 | > loss_disc: 2.344137668609619 (2.2880787551403046) | > loss_disc_real_0: 0.06507707387208939 (0.08284430345520377) | > loss_disc_real_1: 0.1478915810585022 (0.13530807569622993) | > loss_disc_real_2: 0.15658293664455414 (0.2059467602521181) | > loss_disc_real_3: 0.24335895478725433 (0.21166656911373138) | > loss_disc_real_4: 0.2570129632949829 (0.23940677382051945) | > loss_disc_real_5: 0.2892036736011505 (0.2313112784177065) | > loss_0: 2.344137668609619 (2.2880787551403046) | > loss_gen: 2.3473222255706787 (2.2782080322504044) | > loss_kl: 2.3098948001861572 (2.910117506980896) | > loss_feat: 7.319833278656006 (7.095620691776276) | > loss_mel: 19.024364471435547 (19.016082763671875) | > loss_duration: 2.13523006439209 (2.328512191772461) | > loss_1: 33.13664627075195 (33.62854051589966)  --> STEP: 9 | > loss_disc: 2.335012197494507 (2.293293582068549) | > loss_disc_real_0: 0.1791931390762329 (0.09354972963531812) | > loss_disc_real_1: 0.2221708595752716 (0.14495949612723458) | > loss_disc_real_2: 0.17747116088867188 (0.20278280476729074) | > loss_disc_real_3: 0.20888890326023102 (0.21135793957445356) | > loss_disc_real_4: 0.24875307083129883 (0.2404452512661616) | > loss_disc_real_5: 0.26260098814964294 (0.2347879128323661) | > loss_0: 2.335012197494507 (2.293293582068549) | > loss_gen: 2.639791250228882 (2.318383945359124) | > loss_kl: 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2.317375898361206 (2.307087540626526) | > loss_1: 23.805021286010742 (32.957469367980956)  --> STEP: 11 | > loss_disc: 2.4356260299682617 (2.3146912184628574) | > loss_disc_real_0: 0.09509232640266418 (0.09607613594694571) | > loss_disc_real_1: 0.12423567473888397 (0.14443543282422153) | > loss_disc_real_2: 0.23705363273620605 (0.20612680912017822) | > loss_disc_real_3: 0.2750851809978485 (0.21846215562386948) | > loss_disc_real_4: 0.29427453875541687 (0.24566702002828772) | > loss_disc_real_5: 0.31168270111083984 (0.2401703338731419) | > loss_0: 2.4356260299682617 (2.3146912184628574) | > loss_gen: 2.3793630599975586 (2.3013003197583286) | > loss_kl: 2.857821226119995 (2.8950591304085473) | > loss_feat: 5.700811386108398 (7.032331423325972) | > loss_mel: 16.730567932128906 (18.15061733939431) | > loss_duration: 2.448296070098877 (2.319924679669467) | > loss_1: 30.116859436035156 (32.69923210144043)  --> STEP: 12 | > loss_disc: 2.4933619499206543 (2.3295804460843406) | > loss_disc_real_0: 0.05974368005990982 (0.09304843128969272) | > loss_disc_real_1: 0.08423048257827759 (0.13941835363705954) | > loss_disc_real_2: 0.32006028294563293 (0.21562126527229944) | > loss_disc_real_3: 0.24195781350135803 (0.22042012711366019) | > loss_disc_real_4: 0.24286149442195892 (0.24543322622776031) | > loss_disc_real_5: 0.18553555011749268 (0.23561743522683778) | > loss_0: 2.4933619499206543 (2.3295804460843406) | > loss_gen: 2.05969500541687 (2.281166543563207) | > loss_kl: 2.1361632347106934 (2.8318178057670593) | > loss_feat: 6.603989601135254 (6.996636271476746) | > loss_mel: 18.624582290649414 (18.19011441866557) | > loss_duration: 2.27382230758667 (2.3160828153292337) | > loss_1: 31.698251724243164 (32.615817070007324)  --> STEP: 13 | > loss_disc: 2.3371224403381348 (2.3301605994884786) | > loss_disc_real_0: 0.11385232955217361 (0.0946487311560374) | > loss_disc_real_1: 0.27832353115081787 (0.15010336729196402) | > loss_disc_real_2: 0.17794029414653778 (0.21272272903185624) | > loss_disc_real_3: 0.25370174646377563 (0.22298025167905366) | > loss_disc_real_4: 0.25101423263549805 (0.2458625344129709) | > loss_disc_real_5: 0.20829148590564728 (0.23351543912520775) | > loss_0: 2.3371224403381348 (2.3301605994884786) | > loss_gen: 2.341184139251709 (2.285783281693092) | > loss_kl: 3.0752980709075928 (2.850547056931716) | > loss_feat: 5.744476795196533 (6.900316311762883) | > loss_mel: 16.19328498840332 (18.03651215479924) | > loss_duration: 2.195563793182373 (2.306812121317937) | > loss_1: 29.549808502197266 (32.37997025709886)  --> STEP: 14 | > loss_disc: 2.401411533355713 (2.3352499519075667) | > loss_disc_real_0: 0.1302468627691269 (0.09719145484268665) | > loss_disc_real_1: 0.17239882051944733 (0.15169589966535568) | > loss_disc_real_2: 0.22380729019641876 (0.21351448340075357) | > loss_disc_real_3: 0.21105524897575378 (0.2221284657716751) | > loss_disc_real_4: 0.24490568041801453 (0.24579418769904546) | > loss_disc_real_5: 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(2.907748794555664) | > loss_feat: 7.651177406311035 (6.97225923538208) | > loss_mel: 18.451255798339844 (18.10681349436442) | > loss_duration: 2.3276333808898926 (2.3147780259450275) | > loss_1: 33.935550689697266 (32.58651402791342)  --> STEP: 16 | > loss_disc: 2.553643226623535 (2.3500425964593887) | > loss_disc_real_0: 0.1687536984682083 (0.10082291229628026) | > loss_disc_real_1: 0.19608666002750397 (0.15504051838070154) | > loss_disc_real_2: 0.20316128432750702 (0.21392650622874498) | > loss_disc_real_3: 0.25014665722846985 (0.22556628473103046) | > loss_disc_real_4: 0.3078523278236389 (0.25066213496029377) | > loss_disc_real_5: 0.3058827519416809 (0.2397796967998147) | > loss_0: 2.553643226623535 (2.3500425964593887) | > loss_gen: 2.5846633911132812 (2.3036490753293037) | > loss_kl: 2.934654474258423 (2.9094303995370865) | > loss_feat: 7.58888578414917 (7.010798394680023) | > loss_mel: 17.148286819458008 (18.04690557718277) | > loss_duration: 2.337130308151245 (2.3161750435829163) | > loss_1: 32.59362030029297 (32.586958169937134)  --> STEP: 17 | > loss_disc: 2.5122246742248535 (2.359582718680887) | > loss_disc_real_0: 0.13708923757076263 (0.10295622554772041) | > loss_disc_real_1: 0.22434808313846588 (0.1591174339546877) | > loss_disc_real_2: 0.23944571614265442 (0.21542763622368083) | > loss_disc_real_3: 0.2341369390487671 (0.2260704408673679) | > loss_disc_real_4: 0.3390877842903137 (0.2558636437444126) | > loss_disc_real_5: 0.3390693962574005 (0.24562026735614328) | > loss_0: 2.5122246742248535 (2.359582718680887) | > loss_gen: 2.518624782562256 (2.3162947051665363) | > loss_kl: 2.3253235816955566 (2.875071174958173) | > loss_feat: 5.775004863739014 (6.938104657565846) | > loss_mel: 17.67291259765625 (18.024905990151797) | > loss_duration: 2.409630060195923 (2.3216723975013283) | > loss_1: 30.701496124267578 (32.47604863783892)  --> STEP: 18 | > loss_disc: 2.3293166160583496 (2.35790126853519) | > loss_disc_real_0: 0.11096037179231644 (0.10340090033908685) | > loss_disc_real_1: 0.1309763491153717 (0.15755404035250345) | > loss_disc_real_2: 0.15022604167461395 (0.21180532541539934) | > loss_disc_real_3: 0.2114827185869217 (0.22526001185178757) | > loss_disc_real_4: 0.2331421822309494 (0.254601340326998) | > loss_disc_real_5: 0.2810741662979126 (0.2475899284084638) | > loss_0: 2.3293166160583496 (2.35790126853519) | > loss_gen: 2.176325798034668 (2.3085186547703214) | > loss_kl: 2.383629083633423 (2.8477688365512424) | > loss_feat: 7.668577194213867 (6.978686465157403) | > loss_mel: 19.177318572998047 (18.088928911421036) | > loss_duration: 2.2263660430908203 (2.316377600034078) | > loss_1: 33.63221740722656 (32.54028023613824)  --> STEP: 19 | > loss_disc: 2.484097480773926 (2.364543174442492) | > loss_disc_real_0: 0.18753576278686523 (0.10782905099423308) | > loss_disc_real_1: 0.2291787564754486 (0.1613237622537111) | > loss_disc_real_2: 0.21122708916664124 (0.2117748919286226) | > loss_disc_real_3: 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(6.877177034105573) | > loss_mel: 16.013935089111328 (17.767488615853445) | > loss_duration: 2.1311089992523193 (2.3054550261724565) | > loss_1: 28.073423385620117 (31.983100255330402)  --> STEP: 22 | > loss_disc: 2.2638163566589355 (2.369912981987) | > loss_disc_real_0: 0.12293015420436859 (0.10648109780793841) | > loss_disc_real_1: 0.13110913336277008 (0.16365429759025574) | > loss_disc_real_2: 0.12678030133247375 (0.2052956521511078) | > loss_disc_real_3: 0.2292153537273407 (0.22215451706539502) | > loss_disc_real_4: 0.21655955910682678 (0.25189559771256015) | > loss_disc_real_5: 0.22163143754005432 (0.24945736608721994) | > loss_0: 2.2638163566589355 (2.369912981987) | > loss_gen: 2.2745280265808105 (2.2832746559923347) | > loss_kl: 2.0508763790130615 (2.717542539943348) | > loss_feat: 7.734569072723389 (6.916149399497292) | > loss_mel: 18.03346061706543 (17.779578252272174) | > loss_duration: 2.1628241539001465 (2.298971804705533) | > loss_1: 32.256256103515625 (31.995516430247914)  --> STEP: 23 | > loss_disc: 2.5726728439331055 (2.37872862815857) | > loss_disc_real_0: 0.11853159964084625 (0.10700503267023874) | > loss_disc_real_1: 0.19775088131427765 (0.16513675775216974) | > loss_disc_real_2: 0.2669559419155121 (0.20797653431477753) | > loss_disc_real_3: 0.29758691787719727 (0.22543418666590814) | > loss_disc_real_4: 0.23834864795207977 (0.2513065998968871) | > loss_disc_real_5: 0.24032637476921082 (0.24906036646469779) | > loss_0: 2.5726728439331055 (2.37872862815857) | > loss_gen: 2.208324909210205 (2.2800159713496333) | > loss_kl: 2.68493390083313 (2.7161247730255127) | > loss_feat: 6.055963039398193 (6.878749992536462) | > loss_mel: 17.968345642089844 (17.787785530090332) | > loss_duration: 2.268691062927246 (2.297655250715173) | > loss_1: 31.186260223388672 (31.960331377775773)  --> STEP: 24 | > loss_disc: 2.455904006958008 (2.3819442689418797) | > loss_disc_real_0: 0.1089690625667572 (0.10708686724926035) | > loss_disc_real_1: 0.1411445587873459 (0.16413708279530206) | > loss_disc_real_2: 0.197817862033844 (0.20755325630307198) | > loss_disc_real_3: 0.21059498190879822 (0.22481588646769524) | > loss_disc_real_4: 0.2233835607767105 (0.25014313993354637) | > loss_disc_real_5: 0.1876155287027359 (0.2465001648912827) | > loss_0: 2.455904006958008 (2.3819442689418797) | > loss_gen: 2.013920307159424 (2.2689286520083747) | > loss_kl: 2.215546131134033 (2.6952673296133676) | > loss_feat: 6.783262729644775 (6.874771356582642) | > loss_mel: 17.70453453063965 (17.784316738446552) | > loss_duration: 2.3736212253570557 (2.3008204996585846) | > loss_1: 31.090883255004883 (31.92410437266032)  --> STEP: 25 | > loss_disc: 2.4312350749969482 (2.3839159011840825) | > loss_disc_real_0: 0.06173525005578995 (0.10527280256152154) | > loss_disc_real_1: 0.14392158389091492 (0.16332846283912658) | > loss_disc_real_2: 0.1738467812538147 (0.20620499730110167) | > loss_disc_real_3: 0.18319419026374817 (0.22315101861953734) | > loss_disc_real_4: 0.25006723403930664 (0.2501401036977768) | > loss_disc_real_5: 0.2296297550201416 (0.24582534849643708) | > loss_0: 2.4312350749969482 (2.3839159011840825) | > loss_gen: 2.054347038269043 (2.260345387458801) | > loss_kl: 2.5827932357788086 (2.6907683658599852) | > loss_feat: 8.395898818969727 (6.935616455078125) | > loss_mel: 16.82294273376465 (17.74586177825928) | > loss_duration: 2.377842664718628 (2.3039013862609865) | > loss_1: 32.23382568359375 (31.936493225097657)  --> STEP: 26 | > loss_disc: 2.7456326484680176 (2.3978280837719264) | > loss_disc_real_0: 0.1626872718334198 (0.10748105137967147) | > loss_disc_real_1: 0.28142639994621277 (0.16787069118939912) | > loss_disc_real_2: 0.1817527711391449 (0.20526452706410334) | > loss_disc_real_3: 0.23607902228832245 (0.22364824952987525) | > loss_disc_real_4: 0.23165100812911987 (0.24942898463744384) | > loss_disc_real_5: 0.3588221073150635 (0.25017137768176884) | > loss_0: 2.7456326484680176 (2.3978280837719264) | > loss_gen: 1.9170582294464111 (2.2471420352275553) | > loss_kl: 2.79724383354187 (2.6948635761554423) | > loss_feat: 4.424442291259766 (6.839032833392803) | > loss_mel: 11.686567306518555 (17.512811990884636) | > loss_duration: 2.3053903579711914 (2.303958654403687) | > loss_1: 23.13070297241211 (31.59780898460975) --> EVAL PERFORMANCE | > avg_loader_time: 0.002402525681715745 (-4.632656390850384e-05) | > avg_loss_disc: 2.3978280837719264 (-0.14698617274944548) | > avg_loss_disc_real_0: 0.10748105137967147 (-0.020101803999680798) | > avg_loss_disc_real_1: 0.16787069118939912 (-0.059283815897428094) | > avg_loss_disc_real_2: 0.20526452706410334 (-0.04495495271224245) | > avg_loss_disc_real_3: 0.22364824952987525 (-0.01487513688894418) | > avg_loss_disc_real_4: 0.24942898463744384 (+0.03365391951340896) | > avg_loss_disc_real_5: 0.25017137768176884 (+0.018121792433353545) | > avg_loss_0: 2.3978280837719264 (-0.14698617274944548) | > avg_loss_gen: 2.2471420352275553 (+0.069749878003047) | > avg_loss_kl: 2.6948635761554423 (-0.05108009851895856) | > avg_loss_feat: 6.839032833392803 (-0.016319825099064822) | > avg_loss_mel: 17.512811990884636 (-0.5126025860126227) | > avg_loss_duration: 2.303958654403687 (-0.023974565359261124) | > avg_loss_1: 31.59780898460975 (-0.5342281781710199)  > EPOCH: 476/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:04:10)   --> TIME: 2024-06-11 12:04:18 -- STEP: 19/330 -- GLOBAL_STEP: 245100 | > loss_disc: 2.2762742042541504 (2.318938732147217) | > loss_disc_real_0: 0.08267465233802795 (0.10732086434176094) | > loss_disc_real_1: 0.14953863620758057 (0.1975122454919313) | > loss_disc_real_2: 0.17963628470897675 (0.20999393886641451) | > loss_disc_real_3: 0.21686293184757233 (0.22385289637666) | > loss_disc_real_4: 0.20037265121936798 (0.22751957727105995) | > loss_disc_real_5: 0.16874545812606812 (0.21775239627612264) | > loss_0: 2.2762742042541504 (2.318938732147217) | > grad_norm_0: tensor(7.7683, device='cuda:0') (tensor(6.4510, device='cuda:0')) | > loss_gen: 2.4357595443725586 (2.478727227763126) | > loss_kl: 1.845555067062378 (1.8491828504361605) | > loss_feat: 8.160698890686035 (6.923814121045564) | > loss_mel: 18.578588485717773 (18.13804847315738) | > loss_duration: 2.0078907012939453 (2.096575097033852) | > loss_1: 33.02849578857422 (31.48634820235403) | > grad_norm_1: tensor(54.1977, device='cuda:0') (tensor(81.9643, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3589 (0.3616639563911839) | > loader_time: 0.0044 (0.0033104168741326582)  --> TIME: 2024-06-11 12:04:28 -- STEP: 44/330 -- GLOBAL_STEP: 245125 | > loss_disc: 2.368072986602783 (2.3278560638427734) | > loss_disc_real_0: 0.10203422605991364 (0.10815369557927955) | > loss_disc_real_1: 0.2505711317062378 (0.20012551817027005) | > loss_disc_real_2: 0.2022276371717453 (0.20807558061047035) | > loss_disc_real_3: 0.2594693601131439 (0.22558618167584593) | > loss_disc_real_4: 0.21909146010875702 (0.22742116552862254) | > loss_disc_real_5: 0.19556719064712524 (0.21680283207785) | > loss_0: 2.368072986602783 (2.3278560638427734) | > grad_norm_0: tensor(10.0884, device='cuda:0') (tensor(8.4885, device='cuda:0')) | > loss_gen: 2.5147151947021484 (2.500927480784329) | > loss_kl: 1.9181486368179321 (1.8882818032394757) | > loss_feat: 7.258094310760498 (7.082805254242637) | > loss_mel: 18.481185913085938 (18.048575704747982) | > loss_duration: 1.9391251802444458 (2.044123338027433) | > loss_1: 32.111270904541016 (31.564713868227873) | > grad_norm_1: tensor(61.2974, device='cuda:0') (tensor(90.6161, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3686 (0.36754948442632496) | > loader_time: 0.0033 (0.003390041264620694)  --> TIME: 2024-06-11 12:04:37 -- STEP: 69/330 -- GLOBAL_STEP: 245150 | > loss_disc: 2.305947780609131 (2.3432287824326665) | > loss_disc_real_0: 0.08455894887447357 (0.11087785315686378) | > loss_disc_real_1: 0.18671582639217377 (0.20154593107493027) | > loss_disc_real_2: 0.19458915293216705 (0.2114235540662987) | > loss_disc_real_3: 0.217359721660614 (0.2267198050799577) | > loss_disc_real_4: 0.23530012369155884 (0.22750113796496738) | > loss_disc_real_5: 0.19195760786533356 (0.21837188972943072) | > loss_0: 2.305947780609131 (2.3432287824326665) | > grad_norm_0: tensor(8.3459, device='cuda:0') (tensor(8.4003, device='cuda:0')) | > loss_gen: 2.4199013710021973 (2.4890324896660396) | > loss_kl: 2.0549206733703613 (1.8985074326611948) | > loss_feat: 7.423788547515869 (7.05807057670925) | > loss_mel: 16.935409545898438 (17.967579523722332) | > loss_duration: 1.9477994441986084 (2.025212531504423) | > loss_1: 30.78182029724121 (31.438402728757996) | > grad_norm_1: tensor(199.0123, device='cuda:0') (tensor(87.2395, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3734 (0.369688590367635) | > loader_time: 0.004 (0.0035123479539069576)  --> TIME: 2024-06-11 12:04:47 -- STEP: 94/330 -- GLOBAL_STEP: 245175 | > loss_disc: 2.3975229263305664 (2.3455656158163203) | > loss_disc_real_0: 0.13002023100852966 (0.11141481789502691) | > loss_disc_real_1: 0.21894437074661255 (0.20089140692923926) | > loss_disc_real_2: 0.23514550924301147 (0.21093259973728912) | > loss_disc_real_3: 0.24130147695541382 (0.22755770004810172) | > loss_disc_real_4: 0.2300439476966858 (0.22858421789838912) | > loss_disc_real_5: 0.2120431661605835 (0.21948377788066864) | > loss_0: 2.3975229263305664 (2.3455656158163203) | > grad_norm_0: tensor(12.4992, device='cuda:0') (tensor(8.2499, device='cuda:0')) | > loss_gen: 2.470606803894043 (2.4896421280313046) | > loss_kl: 2.0312702655792236 (1.9007909729125652) | > loss_feat: 6.794466972351074 (7.054933375500618) | > loss_mel: 18.37515640258789 (17.909053356089494) | > loss_duration: 2.0343379974365234 (2.0206552883411972) | > loss_1: 31.705839157104492 (31.37507521852534) | > grad_norm_1: tensor(66.2030, device='cuda:0') (tensor(83.8417, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3545 (0.36973538804561534) | > loader_time: 0.0035 (0.0035915603028967027)  --> TIME: 2024-06-11 12:04:56 -- STEP: 119/330 -- GLOBAL_STEP: 245200 | > loss_disc: 2.236319065093994 (2.3428125100977293) | > loss_disc_real_0: 0.12111739814281464 (0.1117651910841966) | > loss_disc_real_1: 0.20189309120178223 (0.20028132976604107) | > loss_disc_real_2: 0.2110094279050827 (0.21066675241253957) | > loss_disc_real_3: 0.2194097638130188 (0.2277884992982159) | > loss_disc_real_4: 0.21775804460048676 (0.22837832469900116) | > loss_disc_real_5: 0.21839706599712372 (0.2196433363842363) | > loss_0: 2.236319065093994 (2.3428125100977293) | > grad_norm_0: tensor(19.9584, device='cuda:0') (tensor(9.3636, device='cuda:0')) | > loss_gen: 2.669858694076538 (2.4890500717804205) | > loss_kl: 2.038984537124634 (1.9021841437876725) | > loss_feat: 7.880191802978516 (7.0747222780179575) | > loss_mel: 18.527816772460938 (17.91531566010804) | > loss_duration: 2.006753921508789 (2.0210573603125166) | > loss_1: 33.12360382080078 (31.40232953304002) | > grad_norm_1: tensor(231.0444, device='cuda:0') (tensor(100.7859, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3704 (0.371812632103928) | > loader_time: 0.004 (0.0036605185821276752)  --> TIME: 2024-06-11 12:05:06 -- STEP: 144/330 -- GLOBAL_STEP: 245225 | > loss_disc: 2.548952579498291 (2.343713525268768) | > loss_disc_real_0: 0.14028096199035645 (0.11230399071549375) | > loss_disc_real_1: 0.24391594529151917 (0.1994235948142078) | > loss_disc_real_2: 0.2322179526090622 (0.21107118566417032) | > loss_disc_real_3: 0.20154769718647003 (0.22744056810107496) | > loss_disc_real_4: 0.24400115013122559 (0.22770720637506908) | > loss_disc_real_5: 0.21999450027942657 (0.2203197601354784) | > loss_0: 2.548952579498291 (2.343713525268768) | > grad_norm_0: tensor(44.9029, device='cuda:0') (tensor(12.6868, device='cuda:0')) | > loss_gen: 2.3466784954071045 (2.493001850114928) | > loss_kl: 1.929213047027588 (1.9054684167106946) | > loss_feat: 6.898702621459961 (7.092234972450468) | > loss_mel: 18.03867530822754 (17.912839651107788) | > loss_duration: 2.0363802909851074 (2.025137584242555) | > loss_1: 31.249649047851562 (31.428682539198135) | > grad_norm_1: tensor(286.7722, device='cuda:0') (tensor(133.3081, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3738 (0.3720533301432927) | > loader_time: 0.0039 (0.00372085968653361)  --> TIME: 2024-06-11 12:05:15 -- STEP: 169/330 -- GLOBAL_STEP: 245250 | > loss_disc: 2.3411800861358643 (2.3409592131891204) | > loss_disc_real_0: 0.12100590765476227 (0.11245052159361585) | > loss_disc_real_1: 0.17602574825286865 (0.1986646547296343) | > loss_disc_real_2: 0.18611253798007965 (0.2111107342870983) | > loss_disc_real_3: 0.209438756108284 (0.22754973561100705) | > loss_disc_real_4: 0.22154207527637482 (0.2280127695326269) | > loss_disc_real_5: 0.21206790208816528 (0.22032350936584924) | > loss_0: 2.3411800861358643 (2.3409592131891204) | > grad_norm_0: tensor(46.6757, device='cuda:0') (tensor(15.4186, device='cuda:0')) | > loss_gen: 2.5548808574676514 (2.504550409034863) | > loss_kl: 1.8485783338546753 (1.9065264943083362) | > loss_feat: 7.776500701904297 (7.109644441209602) | > loss_mel: 18.520376205444336 (17.92136551219331) | > loss_duration: 2.065609931945801 (2.0288031122388204) | > loss_1: 32.76594543457031 (31.470890045166016) | > grad_norm_1: tensor(346.9176, device='cuda:0') (tensor(160.9090, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3955 (0.3728908758897048) | > loader_time: 0.0049 (0.0038162632101386255)  --> TIME: 2024-06-11 12:05:26 -- STEP: 194/330 -- GLOBAL_STEP: 245275 | > loss_disc: 2.3654658794403076 (2.3382488255648273) | > loss_disc_real_0: 0.16969220340251923 (0.11196164984601675) | > loss_disc_real_1: 0.17373329401016235 (0.19910080139477224) | > loss_disc_real_2: 0.21318402886390686 (0.2110784291913829) | > loss_disc_real_3: 0.2381226271390915 (0.22757583388040975) | > loss_disc_real_4: 0.22326816618442535 (0.22820234390878186) | > loss_disc_real_5: 0.2084294706583023 (0.2205376124259123) | > loss_0: 2.3654658794403076 (2.3382488255648273) | > grad_norm_0: tensor(53.1793, device='cuda:0') (tensor(18.2994, device='cuda:0')) | > loss_gen: 2.5393192768096924 (2.516353523608333) | > loss_kl: 1.9351201057434082 (1.9125308345273597) | > loss_feat: 6.980170726776123 (7.150268328558538) | > loss_mel: 17.561691284179688 (17.91340762069545) | > loss_duration: 2.040400505065918 (2.035870179073096) | > loss_1: 31.05670166015625 (31.52843058477972) | > grad_norm_1: tensor(284.1620, device='cuda:0') (tensor(188.9493, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.3989 (0.3761008437146846) | > loader_time: 0.0057 (0.003971704502695615)  --> TIME: 2024-06-11 12:05:36 -- STEP: 219/330 -- GLOBAL_STEP: 245300 | > loss_disc: 2.341083526611328 (2.3417567673339135) | > loss_disc_real_0: 0.11648467928171158 (0.11388018123431293) | > loss_disc_real_1: 0.17810437083244324 (0.19955190934547004) | > loss_disc_real_2: 0.20221562683582306 (0.21102667582906) | > loss_disc_real_3: 0.2181852012872696 (0.2275540980438119) | > loss_disc_real_4: 0.19928395748138428 (0.22763495854863294) | > loss_disc_real_5: 0.19213655591011047 (0.2203800712954508) | > loss_0: 2.341083526611328 (2.3417567673339135) | > grad_norm_0: tensor(6.7475, device='cuda:0') (tensor(20.1489, device='cuda:0')) | > loss_gen: 2.4419515132904053 (2.5121203328920805) | > loss_kl: 1.9699808359146118 (1.915643759514099) | > loss_feat: 7.69528341293335 (7.158162421831801) | > loss_mel: 18.054636001586914 (17.874252772222373) | > loss_duration: 2.0963363647460938 (2.0429129965229103) | > loss_1: 32.25818634033203 (31.50309236082312) | > grad_norm_1: tensor(137.3613, device='cuda:0') (tensor(208.0100, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.4018 (0.3787407287179608) | > loader_time: 0.0051 (0.004102309544881184)  --> TIME: 2024-06-11 12:05:47 -- STEP: 244/330 -- GLOBAL_STEP: 245325 | > loss_disc: 2.3291120529174805 (2.343792066222331) | > loss_disc_real_0: 0.11427976191043854 (0.1147659344781862) | > loss_disc_real_1: 0.19823579490184784 (0.19967501079205605) | > loss_disc_real_2: 0.22105322778224945 (0.21127204224467278) | > loss_disc_real_3: 0.2093227505683899 (0.22781500220298767) | > loss_disc_real_4: 0.22342468798160553 (0.22797920658695894) | > loss_disc_real_5: 0.20716916024684906 (0.22061251000058454) | > loss_0: 2.3291120529174805 (2.343792066222331) | > grad_norm_0: tensor(19.8663, device='cuda:0') (tensor(20.3456, device='cuda:0')) | > loss_gen: 2.3910598754882812 (2.5054173879936075) | > loss_kl: 1.8046387434005737 (1.9154702420117424) | > loss_feat: 6.815658092498779 (7.139869043084442) | > loss_mel: 16.881675720214844 (17.8212245644116) | > loss_duration: 2.065343141555786 (2.0511156227744998) | > loss_1: 29.958375930786133 (31.43309690913216) | > grad_norm_1: tensor(257.5647, device='cuda:0') (tensor(213.0287, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.4243 (0.38274708341379643) | > loader_time: 0.005 (0.004231341549607573)  --> TIME: 2024-06-11 12:05:58 -- STEP: 269/330 -- GLOBAL_STEP: 245350 | > loss_disc: 2.3102426528930664 (2.3469435433029675) | > loss_disc_real_0: 0.12877608835697174 (0.11580572763395576) | > loss_disc_real_1: 0.21965786814689636 (0.19963234784877876) | > loss_disc_real_2: 0.25510865449905396 (0.21208686977070948) | > loss_disc_real_3: 0.23128226399421692 (0.22795631357063592) | > loss_disc_real_4: 0.24943576753139496 (0.2281490491225374) | > loss_disc_real_5: 0.2318044751882553 (0.22049979932024577) | > loss_0: 2.3102426528930664 (2.3469435433029675) | > grad_norm_0: tensor(52.9308, device='cuda:0') (tensor(21.0366, device='cuda:0')) | > loss_gen: 2.4111387729644775 (2.5045171865300158) | > loss_kl: 1.8829219341278076 (1.9197732471622055) | > loss_feat: 7.050477504730225 (7.15594649226249) | > loss_mel: 16.790403366088867 (17.783539562863492) | > loss_duration: 2.151711940765381 (2.058870554413495) | > loss_1: 30.286653518676758 (31.422647072036913) | > grad_norm_1: tensor(510.7515, device='cuda:0') (tensor(224.9115, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.4427 (0.3874172800978764) | > loader_time: 0.0063 (0.004376031209101906)  --> TIME: 2024-06-11 12:06:09 -- STEP: 294/330 -- GLOBAL_STEP: 245375 | > loss_disc: 2.4354045391082764 (2.349248483878415) | > loss_disc_real_0: 0.09546265006065369 (0.11622752965155507) | > loss_disc_real_1: 0.18161262571811676 (0.19998202827714745) | > loss_disc_real_2: 0.24410788714885712 (0.21214698148625244) | > loss_disc_real_3: 0.25081995129585266 (0.22824398468749052) | > loss_disc_real_4: 0.20245549082756042 (0.22801571542105706) | > loss_disc_real_5: 0.22801579535007477 (0.22062302137515982) | > loss_0: 2.4354045391082764 (2.349248483878415) | > grad_norm_0: tensor(41.7253, device='cuda:0') (tensor(23.4479, device='cuda:0')) | > loss_gen: 2.437680721282959 (2.50387242618872) | > loss_kl: 2.0518980026245117 (1.9223578888542798) | > loss_feat: 7.184973239898682 (7.153916629804235) | > loss_mel: 17.710142135620117 (17.73150099540243) | > loss_duration: 2.203200340270996 (2.0687644899296935) | > loss_1: 31.587894439697266 (31.380412465050107) | > grad_norm_1: tensor(595.5780, device='cuda:0') (tensor(247.2589, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.4697 (0.39320923519783285) | > loader_time: 0.0073 (0.004552866325897424)  --> TIME: 2024-06-11 12:06:22 -- STEP: 319/330 -- GLOBAL_STEP: 245400 | > loss_disc: 2.480318069458008 (2.355534936940783) | > loss_disc_real_0: 0.14000403881072998 (0.11764967367987274) | > loss_disc_real_1: 0.19324970245361328 (0.2008074193632342) | > loss_disc_real_2: 0.23668378591537476 (0.21262378163845944) | > loss_disc_real_3: 0.26123055815696716 (0.22851039329105785) | > loss_disc_real_4: 0.16553418338298798 (0.22787592174678012) | > loss_disc_real_5: 0.24265773594379425 (0.22108167531348322) | > loss_0: 2.480318069458008 (2.355534936940783) | > grad_norm_0: tensor(28.7229, device='cuda:0') (tensor(25.1466, device='cuda:0')) | > loss_gen: 2.3596343994140625 (2.5012898295650654) | > loss_kl: 2.0942840576171875 (1.929395641652768) | > loss_feat: 9.089887619018555 (7.167482108531701) | > loss_mel: 17.65575408935547 (17.694958761567975) | > loss_duration: 2.262924909591675 (2.082431708383711) | > loss_1: 33.462486267089844 (31.37555809379745) | > grad_norm_1: tensor(441.8116, device='cuda:0') (tensor(260.8901, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.5574 (0.4028198076266106) | > loader_time: 0.008 (0.0047861206867851796)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.341106653213501 (2.341106653213501) | > loss_disc_real_0: 0.1208774745464325 (0.1208774745464325) | > loss_disc_real_1: 0.28098732233047485 (0.28098732233047485) | > loss_disc_real_2: 0.23369167745113373 (0.23369167745113373) | > loss_disc_real_3: 0.223434716463089 (0.223434716463089) | > loss_disc_real_4: 0.24283568561077118 (0.24283568561077118) | > loss_disc_real_5: 0.18339192867279053 (0.18339192867279053) | > loss_0: 2.341106653213501 (2.341106653213501) | > loss_gen: 2.665607452392578 (2.665607452392578) | > loss_kl: 1.8784598112106323 (1.8784598112106323) | > loss_feat: 7.813166618347168 (7.813166618347168) | > loss_mel: 17.58298110961914 (17.58298110961914) | > loss_duration: 2.819436550140381 (2.819436550140381) | > loss_1: 32.75965118408203 (32.75965118408203)  --> STEP: 1 | > loss_disc: 2.253962278366089 (2.253962278366089) | > loss_disc_real_0: 0.04380909353494644 (0.04380909353494644) | > loss_disc_real_1: 0.16605113446712494 (0.16605113446712494) | > loss_disc_real_2: 0.21862314641475677 (0.21862314641475677) | > loss_disc_real_3: 0.21905837953090668 (0.21905837953090668) | > loss_disc_real_4: 0.23304083943367004 (0.23304083943367004) | > loss_disc_real_5: 0.22911445796489716 (0.22911445796489716) | > loss_0: 2.253962278366089 (2.253962278366089) | > loss_gen: 2.341362953186035 (2.341362953186035) | > loss_kl: 2.5559237003326416 (2.5559237003326416) | > loss_feat: 6.798158645629883 (6.798158645629883) | > loss_mel: 16.91603660583496 (16.91603660583496) | > loss_duration: 2.4043121337890625 (2.4043121337890625) | > loss_1: 31.015792846679688 (31.015792846679688)  --> STEP: 2 | > loss_disc: 2.207094430923462 (2.2305283546447754) | > loss_disc_real_0: 0.08987677097320557 (0.066842932254076) | > loss_disc_real_1: 0.2328711748123169 (0.19946115463972092) | > loss_disc_real_2: 0.16364477574825287 (0.19113396108150482) | > loss_disc_real_3: 0.2460644394159317 (0.2325614094734192) | > loss_disc_real_4: 0.22060076892375946 (0.22682080417871475) | > loss_disc_real_5: 0.2182675451040268 (0.22369100153446198) | > loss_0: 2.207094430923462 (2.2305283546447754) | > loss_gen: 2.3926191329956055 (2.3669910430908203) | > loss_kl: 1.999234676361084 (2.277579188346863) | > loss_feat: 6.601742744445801 (6.699950695037842) | > loss_mel: 19.04792022705078 (17.98197841644287) | > loss_duration: 2.4840683937072754 (2.444190263748169) | > loss_1: 32.52558517456055 (31.770689010620117)  --> STEP: 3 | > loss_disc: 2.023212194442749 (2.1614229679107666) | > loss_disc_real_0: 0.15780001878738403 (0.09716196109851201) | > loss_disc_real_1: 0.10393888503313065 (0.16762039810419083) | > loss_disc_real_2: 0.1328660249710083 (0.17171131571133932) | > loss_disc_real_3: 0.16385871171951294 (0.2096605102221171) | > loss_disc_real_4: 0.21617022156715393 (0.22327060997486115) | > loss_disc_real_5: 0.18242748081684113 (0.20993649462858835) | > loss_0: 2.023212194442749 (2.1614229679107666) | > loss_gen: 2.6452386379241943 (2.459740241368612) | > loss_kl: 2.935823678970337 (2.4969940185546875) | > loss_feat: 8.007549285888672 (7.135816891988118) | > loss_mel: 18.877527236938477 (18.280494689941406) | > loss_duration: 2.3201100826263428 (2.402830203374227) | > loss_1: 34.78624725341797 (32.775875091552734)  --> STEP: 4 | > loss_disc: 2.3199312686920166 (2.201050043106079) | > loss_disc_real_0: 0.09152356535196304 (0.09575236216187477) | > loss_disc_real_1: 0.21324549615383148 (0.179026672616601) | > loss_disc_real_2: 0.1714816391468048 (0.1716538965702057) | > loss_disc_real_3: 0.2678620517253876 (0.22421089559793472) | > loss_disc_real_4: 0.20624423027038574 (0.2190140150487423) | > loss_disc_real_5: 0.21603982150554657 (0.2114623263478279) | > loss_0: 2.3199312686920166 (2.201050043106079) | > loss_gen: 2.338688373565674 (2.429477274417877) | > loss_kl: 3.1176953315734863 (2.652169346809387) | > loss_feat: 5.976776123046875 (6.846056699752808) | > loss_mel: 18.76738739013672 (18.402217864990234) | > loss_duration: 2.2996604442596436 (2.377037763595581) | > loss_1: 32.500205993652344 (32.70695781707764)  --> STEP: 5 | > loss_disc: 2.532819986343384 (2.26740403175354) | > loss_disc_real_0: 0.255277156829834 (0.12765732109546662) | > loss_disc_real_1: 0.24917496740818024 (0.19305633157491683) | > loss_disc_real_2: 0.2187260538339615 (0.18106832802295686) | > loss_disc_real_3: 0.26444172859191895 (0.23225706219673156) | > loss_disc_real_4: 0.24871216714382172 (0.22495364546775817) | > loss_disc_real_5: 0.21889519691467285 (0.2129489004611969) | > loss_0: 2.532819986343384 (2.26740403175354) | > loss_gen: 2.488436698913574 (2.4412691593170166) | > loss_kl: 1.8605847358703613 (2.493852424621582) | > loss_feat: 4.927818775177002 (6.462409114837646) | > loss_mel: 17.266868591308594 (18.175148010253906) | > loss_duration: 2.344886302947998 (2.3706074714660645) | > loss_1: 28.888595581054688 (31.943285369873045)  --> STEP: 6 | > loss_disc: 2.186398983001709 (2.2539031902949014) | > loss_disc_real_0: 0.19506916403770447 (0.13889262825250626) | > loss_disc_real_1: 0.16150259971618652 (0.18779737626512846) | > loss_disc_real_2: 0.22189342975616455 (0.18787251164515814) | > loss_disc_real_3: 0.20995479822158813 (0.22854001820087433) | > loss_disc_real_4: 0.17677132785320282 (0.21692325919866562) | > loss_disc_real_5: 0.11823960393667221 (0.19716401770710945) | > loss_0: 2.186398983001709 (2.2539031902949014) | > loss_gen: 2.6367547512054443 (2.4738500912984214) | > loss_kl: 2.713193655014038 (2.530409296353658) | > loss_feat: 7.0696234703063965 (6.5636115074157715) | > loss_mel: 19.002880096435547 (18.313103357950848) | > loss_duration: 2.2020161151885986 (2.342508912086487) | > loss_1: 33.62446975708008 (32.22348276774088)  --> STEP: 7 | > loss_disc: 2.290717363357544 (2.259162357875279) | > loss_disc_real_0: 0.08161193132400513 (0.13070967154843466) | > loss_disc_real_1: 0.16886554658412933 (0.18509282916784286) | > loss_disc_real_2: 0.1791982501745224 (0.1866333314350673) | > loss_disc_real_3: 0.23502182960510254 (0.22946599125862122) | > loss_disc_real_4: 0.30355674028396606 (0.22929947078227997) | > loss_disc_real_5: 0.2614787518978119 (0.2063518368772098) | > loss_0: 2.290717363357544 (2.259162357875279) | > loss_gen: 2.3944594860076904 (2.462508576256888) | > loss_kl: 3.2884955406188965 (2.638707331248692) | > loss_feat: 6.887739181518555 (6.6099154608590265) | > loss_mel: 19.104633331298828 (18.42617906842913) | > loss_duration: 2.5921783447265625 (2.378175973892212) | > loss_1: 34.26750564575195 (32.51548603602818)  --> STEP: 8 | > loss_disc: 2.3896820545196533 (2.275477319955826) | > loss_disc_real_0: 0.08847156912088394 (0.12542990874499083) | > loss_disc_real_1: 0.21727852523326874 (0.1891160411760211) | > loss_disc_real_2: 0.21659225225448608 (0.19037819653749466) | > loss_disc_real_3: 0.19366103410720825 (0.2249903716146946) | > loss_disc_real_4: 0.2608995735645294 (0.23324948363006115) | > loss_disc_real_5: 0.20336419343948364 (0.20597838144749403) | > loss_0: 2.3896820545196533 (2.275477319955826) | > loss_gen: 2.3369128704071045 (2.4468091130256653) | > loss_kl: 3.019965171813965 (2.686364561319351) | > loss_feat: 8.504390716552734 (6.84672486782074) | > loss_mel: 19.240501403808594 (18.527969360351562) | > loss_duration: 2.2652547359466553 (2.3640608191490173) | > loss_1: 35.367027282714844 (32.871928691864014)  --> STEP: 9 | > loss_disc: 2.0987894535064697 (2.2558453347947864) | > loss_disc_real_0: 0.14149592816829681 (0.12721502201424706) | > loss_disc_real_1: 0.14743393659591675 (0.18448469622267616) | > loss_disc_real_2: 0.1495562046766281 (0.18584241966406503) | > loss_disc_real_3: 0.2334165722131729 (0.22592661612563664) | > loss_disc_real_4: 0.2304585874080658 (0.23293938404983944) | > loss_disc_real_5: 0.18508781492710114 (0.2036572073896726) | > loss_0: 2.0987894535064697 (2.2558453347947864) | > loss_gen: 2.6566731929779053 (2.4701273441314697) | > loss_kl: 2.593602418899536 (2.6760576566060386) | > loss_feat: 8.734944343566895 (7.056527031792535) | > loss_mel: 19.06863784790039 (18.588043636745876) | > loss_duration: 2.1744325160980225 (2.342991007698907) | > loss_1: 35.22828674316406 (33.133746253119575)  --> STEP: 10 | > loss_disc: 2.764307737350464 (2.306691575050354) | > loss_disc_real_0: 0.19877535104751587 (0.13437105491757392) | > loss_disc_real_1: 0.17475366592407227 (0.1835115931928158) | > loss_disc_real_2: 0.26812610030174255 (0.1940707877278328) | > loss_disc_real_3: 0.23874011635780334 (0.2272079661488533) | > loss_disc_real_4: 0.2365049421787262 (0.23329593986272812) | > loss_disc_real_5: 0.23675595223903656 (0.206967081874609) | > loss_0: 2.764307737350464 (2.306691575050354) | > loss_gen: 2.013847589492798 (2.4244993686676026) | > loss_kl: 2.8313229084014893 (2.6915841817855837) | > loss_feat: 5.038665771484375 (6.854740905761719) | > loss_mel: 14.943315505981445 (18.223570823669434) | > loss_duration: 2.333580255508423 (2.3420499324798585) | > loss_1: 27.16073226928711 (32.53644485473633)  --> STEP: 11 | > loss_disc: 2.3491146564483643 (2.3105482188138096) | > loss_disc_real_0: 0.1615963727235794 (0.13684608380902896) | > loss_disc_real_1: 0.19052879512310028 (0.18414952064102347) | > loss_disc_real_2: 0.26730990409851074 (0.20072888921607623) | > loss_disc_real_3: 0.23432286083698273 (0.22785477475686508) | > loss_disc_real_4: 0.2573510706424713 (0.23548276993361386) | > loss_disc_real_5: 0.20453140139579773 (0.20674565637653525) | > loss_0: 2.3491146564483643 (2.3105482188138096) | > loss_gen: 2.477181911468506 (2.429288690740412) | > loss_kl: 3.048633337020874 (2.724043195897883) | > loss_feat: 6.408768653869629 (6.814197973771528) | > loss_mel: 18.080495834350586 (18.21056400645863) | > loss_duration: 2.4738070964813232 (2.3540278564799917) | > loss_1: 32.488887786865234 (32.53212148492987)  --> STEP: 12 | > loss_disc: 2.4319517612457275 (2.320665180683136) | > loss_disc_real_0: 0.09788544476032257 (0.13359936388830343) | > loss_disc_real_1: 0.21658577024936676 (0.18685254144171873) | > loss_disc_real_2: 0.20304173231124878 (0.20092162614067396) | > loss_disc_real_3: 0.2845782935619354 (0.2325817346572876) | > loss_disc_real_4: 0.22759340703487396 (0.23482532302538553) | > loss_disc_real_5: 0.24849660694599152 (0.21022490225732327) | > loss_0: 2.4319517612457275 (2.320665180683136) | > loss_gen: 2.135781764984131 (2.4048297802607217) | > loss_kl: 2.5158019065856934 (2.7066897551218667) | > loss_feat: 6.210955619812012 (6.763927777608235) | > loss_mel: 16.579959869384766 (18.07468032836914) | > loss_duration: 2.2899537086486816 (2.3486883441607156) | > loss_1: 29.732452392578125 (32.29881572723389)  --> STEP: 13 | > loss_disc: 2.2373690605163574 (2.314257786824153) | > loss_disc_real_0: 0.12981820106506348 (0.13330850520959267) | > loss_disc_real_1: 0.21629060804843903 (0.18911700810377413) | > loss_disc_real_2: 0.20364345610141754 (0.20113099767611578) | > loss_disc_real_3: 0.24753573536872864 (0.23373204240432152) | > loss_disc_real_4: 0.1891692578792572 (0.2313133180141449) | > loss_disc_real_5: 0.1688220202922821 (0.20704006518308932) | > loss_0: 2.2373690605163574 (2.314257786824153) | > loss_gen: 2.4274380207061768 (2.406568875679603) | > loss_kl: 3.1462011337280273 (2.740498322706956) | > loss_feat: 7.781299591064453 (6.842187147874099) | > loss_mel: 17.905818939208984 (18.061690990741436) | > loss_duration: 2.2201311588287354 (2.3387993299044094) | > loss_1: 33.480892181396484 (32.38974468524639)  --> STEP: 14 | > loss_disc: 2.4517288208007812 (2.324077146393912) | > loss_disc_real_0: 0.16769060492515564 (0.13576436947499002) | > loss_disc_real_1: 0.19331014156341553 (0.18941651763660566) | > loss_disc_real_2: 0.18948420882225037 (0.20029908418655396) | > loss_disc_real_3: 0.22995290160179138 (0.23346210377556936) | > loss_disc_real_4: 0.2586327791213989 (0.23326470809323446) | > loss_disc_real_5: 0.21620212495326996 (0.2076944980238165) | > loss_0: 2.4517288208007812 (2.324077146393912) | > loss_gen: 2.3514468669891357 (2.4026315893445696) | > loss_kl: 3.362846851348877 (2.784951789038522) | > loss_feat: 6.591119289398193 (6.8242537294115335) | > loss_mel: 19.632362365722656 (18.173881803240096) | > loss_duration: 2.4696130752563477 (2.3481431688581194) | > loss_1: 34.407386779785156 (32.53386197771344)  --> STEP: 15 | > loss_disc: 2.6663641929626465 (2.346896282831828) | > loss_disc_real_0: 0.3245801627635956 (0.14835208902756372) | > loss_disc_real_1: 0.3594748377799988 (0.20075373897949855) | > loss_disc_real_2: 0.26291218400001526 (0.20447329084078472) | > loss_disc_real_3: 0.23860648274421692 (0.2338050623734792) | > loss_disc_real_4: 0.24958698451519012 (0.23435285985469817) | > loss_disc_real_5: 0.24596185982227325 (0.21024565547704696) | > loss_0: 2.6663641929626465 (2.346896282831828) | > loss_gen: 2.712136745452881 (2.423265266418457) | > loss_kl: 3.13395619392395 (2.808218749364217) | > loss_feat: 8.532086372375488 (6.938109238942464) | > loss_mel: 18.058666229248047 (18.166200764973958) | > loss_duration: 2.3396894931793213 (2.347579590479533) | > loss_1: 34.77653503417969 (32.68337351481119)  --> STEP: 16 | > loss_disc: 2.477902889251709 (2.3550841957330704) | > loss_disc_real_0: 0.2317715883255005 (0.15356580773368478) | > loss_disc_real_1: 0.22310784459114075 (0.20215087058022618) | > loss_disc_real_2: 0.1440132111310959 (0.20069453585892916) | > loss_disc_real_3: 0.29577961564064026 (0.23767847195267677) | > loss_disc_real_4: 0.261983722448349 (0.23607978876680136) | > loss_disc_real_5: 0.29170066118240356 (0.21533659333363175) | > loss_0: 2.477902889251709 (2.3550841957330704) | > loss_gen: 2.502335548400879 (2.4282071590423584) | > loss_kl: 2.591628074645996 (2.7946818321943283) | > loss_feat: 5.892385482788086 (6.8727515041828156) | > loss_mel: 16.202665328979492 (18.043479800224304) | > loss_duration: 2.371072292327881 (2.3490478843450546) | > loss_1: 29.560087203979492 (32.4881681203842)  --> STEP: 17 | > loss_disc: 2.3659908771514893 (2.3557257652282715) | > loss_disc_real_0: 0.16022121906280518 (0.1539573025177507) | > loss_disc_real_1: 0.16932915151119232 (0.2002201812232242) | > loss_disc_real_2: 0.23249436914920807 (0.2025651142877691) | > loss_disc_real_3: 0.2352776825428009 (0.23753724904621348) | > loss_disc_real_4: 0.2235252410173416 (0.2353412859580096) | > loss_disc_real_5: 0.18527190387248993 (0.2135680821888587) | > loss_0: 2.3659908771514893 (2.3557257652282715) | > loss_gen: 2.201482057571411 (2.414870388367597) | > loss_kl: 2.1202306747436523 (2.7550082346972298) | > loss_feat: 3.943086862564087 (6.700418289969949) | > loss_mel: 17.370189666748047 (18.00387449825511) | > loss_duration: 2.390733242034912 (2.351499964209164) | > loss_1: 28.02572250366211 (32.22567131940055)  --> STEP: 18 | > loss_disc: 1.9315545558929443 (2.3321606980429754) | > loss_disc_real_0: 0.06240687519311905 (0.14887116766638225) | > loss_disc_real_1: 0.15098656713962555 (0.19748498044080204) | > loss_disc_real_2: 0.17720024287700653 (0.20115595476494896) | > loss_disc_real_3: 0.2087625116109848 (0.2359386525220341) | > loss_disc_real_4: 0.30625197291374207 (0.23928076856666142) | > loss_disc_real_5: 0.16570673882961273 (0.2109091186689006) | > loss_0: 1.9315545558929443 (2.3321606980429754) | > loss_gen: 2.6780619621276855 (2.4294921424653797) | > loss_kl: 2.439751386642456 (2.737493965360853) | > loss_feat: 12.063520431518555 (6.998368408944872) | > loss_mel: 19.563735961914062 (18.09053346845839) | > loss_duration: 2.2486448287963867 (2.345785790019565) | > loss_1: 38.993717193603516 (32.60167386796738)  --> STEP: 19 | > loss_disc: 2.440803289413452 (2.3378787291677376) | > loss_disc_real_0: 0.30707499384880066 (0.15719768483387797) | > loss_disc_real_1: 0.2346384972333908 (0.19944042869304357) | > loss_disc_real_2: 0.2412351816892624 (0.20326538776096545) | > loss_disc_real_3: 0.1956288367509842 (0.23381708327092623) | > loss_disc_real_4: 0.15069736540317535 (0.23461848418963582) | > loss_disc_real_5: 0.1344222128391266 (0.2068834920462809) | > loss_0: 2.440803289413452 (2.3378787291677376) | > loss_gen: 2.3511505126953125 (2.4253688987932707) | > loss_kl: 1.8930517435073853 (2.6930496378948816) | > loss_feat: 9.076481819152832 (7.107742798955817) | > loss_mel: 17.92304039001465 (18.08171804327714) | > loss_duration: 2.2920570373535156 (2.3429579609318782) | > loss_1: 33.53578186035156 (32.65083744651392)  --> STEP: 20 | > loss_disc: 2.3547661304473877 (2.33872309923172) | > loss_disc_real_0: 0.08296212553977966 (0.15348590686917304) | > loss_disc_real_1: 0.16213500499725342 (0.19757515750825405) | > loss_disc_real_2: 0.24027466773986816 (0.2051158517599106) | > loss_disc_real_3: 0.21342553198337555 (0.2327975057065487) | > loss_disc_real_4: 0.21461141109466553 (0.2336181305348873) | > loss_disc_real_5: 0.22985121607780457 (0.2080318782478571) | > loss_0: 2.3547661304473877 (2.33872309923172) | > loss_gen: 2.268503427505493 (2.417525625228882) | > loss_kl: 2.171151876449585 (2.666954749822617) | > loss_feat: 5.593591690063477 (7.0320352435112) | > loss_mel: 19.657014846801758 (18.16048288345337) | > loss_duration: 2.3299081325531006 (2.3423054695129393) | > loss_1: 32.02016830444336 (32.61930398941039)  --> STEP: 21 | > loss_disc: 2.5086379051208496 (2.3468142804645358) | > loss_disc_real_0: 0.04760733246803284 (0.14844406999292828) | > loss_disc_real_1: 0.31999263167381287 (0.20340456103994733) | > loss_disc_real_2: 0.21385212242603302 (0.20553186464877354) | > loss_disc_real_3: 0.2991972863674164 (0.23595940002373286) | > loss_disc_real_4: 0.22806991636753082 (0.2333539298602513) | > loss_disc_real_5: 0.22179241478443146 (0.20868714189245588) | > loss_0: 2.5086379051208496 (2.3468142804645358) | > loss_gen: 2.2399680614471436 (2.4090705031440374) | > loss_kl: 2.3999836444854736 (2.6542418400446577) | > loss_feat: 5.458828926086426 (6.957120656967163) | > loss_mel: 15.639602661132812 (18.04044096810477) | > loss_duration: 2.2144761085510254 (2.3362183570861816) | > loss_1: 27.952857971191406 (32.397092274257105)  --> STEP: 22 | > loss_disc: 2.173978805541992 (2.3389581225135108) | > loss_disc_real_0: 0.13084621727466583 (0.14764416759664362) | > loss_disc_real_1: 0.17763318121433258 (0.20223313468423756) | > loss_disc_real_2: 0.18758171796798706 (0.204715948890556) | > loss_disc_real_3: 0.16981539130210876 (0.23295285417274994) | > loss_disc_real_4: 0.16877645254135132 (0.23041858998211948) | > loss_disc_real_5: 0.1414356529712677 (0.20563025603240187) | > loss_0: 2.173978805541992 (2.3389581225135108) | > loss_gen: 2.3587872982025146 (2.406784902919423) | > loss_kl: 2.0753705501556396 (2.627929508686066) | > loss_feat: 8.12998104095459 (7.0104324926029555) | > loss_mel: 19.87911605834961 (18.124017108570445) | > loss_duration: 2.21986722946167 (2.3309296694668857) | > loss_1: 34.663124084472656 (32.50009372017599)  --> STEP: 23 | > loss_disc: 2.3016130924224854 (2.3373344255530313) | > loss_disc_real_0: 0.08660296350717545 (0.14499020220144934) | > loss_disc_real_1: 0.17842838168144226 (0.20119814542324646) | > loss_disc_real_2: 0.2727336585521698 (0.20767324061497397) | > loss_disc_real_3: 0.25318244099617004 (0.23383240142594214) | > loss_disc_real_4: 0.2127712219953537 (0.22965131311312967) | > loss_disc_real_5: 0.18970544636249542 (0.2049378730032755) | > loss_0: 2.3016130924224854 (2.3373344255530313) | > loss_gen: 2.386878490447998 (2.405919406725013) | > loss_kl: 2.1150283813476562 (2.6056294596713525) | > loss_feat: 5.242790699005127 (6.933578501576963) | > loss_mel: 17.954463958740234 (18.11664523249087) | > loss_duration: 2.2529585361480713 (2.3275396201921548) | > loss_1: 29.952119827270508 (32.3893122465714)  --> STEP: 24 | > loss_disc: 2.295675277709961 (2.335598627726237) | > loss_disc_real_0: 0.12052399665117264 (0.1439707769701878) | > loss_disc_real_1: 0.2347581833600998 (0.20259648033728203) | > loss_disc_real_2: 0.22524310648441315 (0.20840531835953394) | > loss_disc_real_3: 0.22158774733543396 (0.23332220750550428) | > loss_disc_real_4: 0.1904582530260086 (0.22801826894283295) | > loss_disc_real_5: 0.19848819077014923 (0.2046691362435619) | > loss_0: 2.295675277709961 (2.335598627726237) | > loss_gen: 2.6715962886810303 (2.4169892768065138) | > loss_kl: 2.400747537612915 (2.5970927129189176) | > loss_feat: 8.138952255249023 (6.983802407979965) | > loss_mel: 18.31173324584961 (18.124773899714153) | > loss_duration: 2.4341835975646973 (2.3319831192493443) | > loss_1: 33.95721435546875 (32.45464150110879)  --> STEP: 25 | > loss_disc: 2.3937127590179443 (2.337923192977905) | > loss_disc_real_0: 0.11984699219465256 (0.1430058255791664) | > loss_disc_real_1: 0.20681795477867126 (0.2027653393149376) | > loss_disc_real_2: 0.2532639503479004 (0.2101996636390686) | > loss_disc_real_3: 0.2383054941892624 (0.2335215389728546) | > loss_disc_real_4: 0.2736964523792267 (0.2298453962802887) | > loss_disc_real_5: 0.24224700033664703 (0.2061722508072853) | > loss_0: 2.3937127590179443 (2.337923192977905) | > loss_gen: 2.4948673248291016 (2.420104398727417) | > loss_kl: 2.9960577487945557 (2.613051314353943) | > loss_feat: 6.974454879760742 (6.9834285068511965) | > loss_mel: 16.508956909179688 (18.060141220092774) | > loss_duration: 2.341440439224243 (2.3323614120483405) | > loss_1: 31.315776824951172 (32.409086914062485)  --> STEP: 26 | > loss_disc: 2.695377826690674 (2.351671448120704) | > loss_disc_real_0: 0.3646470904350281 (0.15153048961208418) | > loss_disc_real_1: 0.34750503301620483 (0.2083322506111402) | > loss_disc_real_2: 0.3749454617500305 (0.2165360404894902) | > loss_disc_real_3: 0.22248099744319916 (0.23309690276017556) | > loss_disc_real_4: 0.1773306280374527 (0.22782559750171807) | > loss_disc_real_5: 0.1991613358259201 (0.20590260023107895) | > loss_0: 2.695377826690674 (2.351671448120704) | > loss_gen: 2.622523784637451 (2.4278897597239566) | > loss_kl: 2.343411684036255 (2.602680559341724) | > loss_feat: 12.668394088745117 (7.202081029231731) | > loss_mel: 19.28301429748535 (18.10717479999249) | > loss_duration: 2.252032995223999 (2.3292718575550966) | > loss_1: 39.169376373291016 (32.669098047109735) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023829111686119665 (-1.961451310377848e-05) | > avg_loss_disc: 2.351671448120704 (-0.04615663565122219) | > avg_loss_disc_real_0: 0.15153048961208418 (+0.04404943823241271) | > avg_loss_disc_real_1: 0.2083322506111402 (+0.04046155942174107) | > avg_loss_disc_real_2: 0.2165360404894902 (+0.011271513425386875) | > avg_loss_disc_real_3: 0.23309690276017556 (+0.009448653230300308) | > avg_loss_disc_real_4: 0.22782559750171807 (-0.021603387135725766) | > avg_loss_disc_real_5: 0.20590260023107895 (-0.04426877745068988) | > avg_loss_0: 2.351671448120704 (-0.04615663565122219) | > avg_loss_gen: 2.4278897597239566 (+0.1807477244964013) | > avg_loss_kl: 2.602680559341724 (-0.09218301681371832) | > avg_loss_feat: 7.202081029231731 (+0.3630481958389282) | > avg_loss_mel: 18.10717479999249 (+0.594362809107853) | > avg_loss_duration: 2.3292718575550966 (+0.025313203151409613) | > avg_loss_1: 32.669098047109735 (+1.0712890624999858)  > EPOCH: 477/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:06:47)   --> TIME: 2024-06-11 12:06:54 -- STEP: 14/330 -- GLOBAL_STEP: 245425 | > loss_disc: 2.415786027908325 (2.3496310881205966) | > loss_disc_real_0: 0.10737454891204834 (0.10586803938661303) | > loss_disc_real_1: 0.20066222548484802 (0.19590346302304948) | > loss_disc_real_2: 0.21137650310993195 (0.21144080800669535) | > loss_disc_real_3: 0.26182839274406433 (0.22475608544690268) | > loss_disc_real_4: 0.21738062798976898 (0.23274529831750052) | > loss_disc_real_5: 0.22823600471019745 (0.21890099559511458) | > loss_0: 2.415786027908325 (2.3496310881205966) | > grad_norm_0: tensor(21.5991, device='cuda:0') (tensor(14.1953, device='cuda:0')) | > loss_gen: 2.3913192749023438 (2.4823040110724315) | > loss_kl: 1.8819118738174438 (1.9631335309573583) | > loss_feat: 6.513189792633057 (6.802284887858799) | > loss_mel: 16.04563331604004 (18.047324453081405) | > loss_duration: 2.055440902709961 (2.114866725036076) | > loss_1: 28.887495040893555 (31.409913335527694) | > grad_norm_1: tensor(124.0737, device='cuda:0') (tensor(131.3205, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3468 (0.3837782144546509) | > loader_time: 0.0031 (0.003100701740809849)  --> TIME: 2024-06-11 12:07:03 -- STEP: 39/330 -- GLOBAL_STEP: 245450 | > loss_disc: 2.411102294921875 (2.3219524041200303) | > loss_disc_real_0: 0.12476429343223572 (0.10838994689476796) | > loss_disc_real_1: 0.1917007714509964 (0.1939093012076158) | > loss_disc_real_2: 0.2398618459701538 (0.21078409139926618) | > loss_disc_real_3: 0.20134714245796204 (0.2268692216812036) | > loss_disc_real_4: 0.2192748785018921 (0.22922695370820853) | > loss_disc_real_5: 0.19244708120822906 (0.21676059449330354) | > loss_0: 2.411102294921875 (2.3219524041200303) | > grad_norm_0: tensor(7.9419, device='cuda:0') (tensor(12.7750, device='cuda:0')) | > loss_gen: 2.389784097671509 (2.5271006486354732) | > loss_kl: 1.8809771537780762 (1.9308760930330326) | > loss_feat: 7.431309700012207 (7.141964007646609) | > loss_mel: 17.915367126464844 (18.020031170967293) | > loss_duration: 2.0411105155944824 (2.0519165656505485) | > loss_1: 31.65854835510254 (31.67188815581493) | > grad_norm_1: tensor(70.6383, device='cuda:0') (tensor(128.7052, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3672 (0.3714309900234907) | > loader_time: 0.0029 (0.0032108441377297426)  --> TIME: 2024-06-11 12:07:12 -- STEP: 64/330 -- GLOBAL_STEP: 245475 | > loss_disc: 2.2451560497283936 (2.3385168313980103) | > loss_disc_real_0: 0.13510021567344666 (0.1096600639866665) | > loss_disc_real_1: 0.19201350212097168 (0.19605758064426482) | > loss_disc_real_2: 0.2180328071117401 (0.210953367408365) | > loss_disc_real_3: 0.23963403701782227 (0.22869663266465068) | > loss_disc_real_4: 0.21856732666492462 (0.23015875346027315) | > loss_disc_real_5: 0.18532595038414001 (0.21874021436087787) | > loss_0: 2.2451560497283936 (2.3385168313980103) | > grad_norm_0: tensor(7.3424, device='cuda:0') (tensor(11.5117, device='cuda:0')) | > loss_gen: 2.599726676940918 (2.5069757662713528) | > loss_kl: 2.0187973976135254 (1.9243490546941757) | > loss_feat: 7.653137683868408 (7.10794360935688) | > loss_mel: 18.507749557495117 (17.996843457221985) | > loss_duration: 2.0138301849365234 (2.030757965520025) | > loss_1: 32.793243408203125 (31.56686982512474) | > grad_norm_1: tensor(36.1665, device='cuda:0') (tensor(112.9567, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3653 (0.36941224709153175) | > loader_time: 0.0039 (0.0032948479056358337)  --> TIME: 2024-06-11 12:07:22 -- STEP: 89/330 -- GLOBAL_STEP: 245500 | > loss_disc: 2.359640598297119 (2.349658853552314) | > loss_disc_real_0: 0.10299904644489288 (0.11119871954904513) | > loss_disc_real_1: 0.1954084038734436 (0.19671237619405382) | > loss_disc_real_2: 0.20765206217765808 (0.21170861148432396) | > loss_disc_real_3: 0.21550297737121582 (0.22944166251782622) | > loss_disc_real_4: 0.24049384891986847 (0.23202755226847832) | > loss_disc_real_5: 0.24408294260501862 (0.22162387009417073) | > loss_0: 2.359640598297119 (2.349658853552314) | > grad_norm_0: tensor(7.3168, device='cuda:0') (tensor(10.9361, device='cuda:0')) | > loss_gen: 2.379775285720825 (2.4922849355118997) | > loss_kl: 2.0221593379974365 (1.9310083831294198) | > loss_feat: 6.726614952087402 (7.04295094629352) | > loss_mel: 17.250497817993164 (17.96104338999544) | > loss_duration: 2.0264220237731934 (2.022109813904495) | > loss_1: 30.40546989440918 (31.449397483568514) | > grad_norm_1: tensor(133.4312, device='cuda:0') (tensor(109.5806, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3887 (0.3704628730088137) | > loader_time: 0.0036 (0.0034375565775324798) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_245500.pth  --> TIME: 2024-06-11 12:07:36 -- STEP: 114/330 -- GLOBAL_STEP: 245525 | > loss_disc: 2.3427376747131348 (2.3451617412399837) | > loss_disc_real_0: 0.14958518743515015 (0.11215187772585634) | > loss_disc_real_1: 0.18422797322273254 (0.19599600515344687) | > loss_disc_real_2: 0.20108819007873535 (0.2118581913803753) | > loss_disc_real_3: 0.23571695387363434 (0.22811102305065123) | > loss_disc_real_4: 0.2363300621509552 (0.23112238891292036) | > loss_disc_real_5: 0.20207709074020386 (0.22006683391437196) | > loss_0: 2.3427376747131348 (2.3451617412399837) | > grad_norm_0: tensor(16.1563, device='cuda:0') (tensor(10.7539, device='cuda:0')) | > loss_gen: 2.526576042175293 (2.4951807657877603) | > loss_kl: 2.0795440673828125 (1.9272533080034089) | > loss_feat: 7.44974422454834 (7.071346680323283) | > loss_mel: 18.74150276184082 (17.929254632247115) | > loss_duration: 2.032413959503174 (2.0219314066987284) | > loss_1: 32.82978057861328 (31.44496678469474) | > grad_norm_1: tensor(57.5817, device='cuda:0') (tensor(110.1729, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3836 (0.37242270561686724) | > loader_time: 0.0038 (0.0036232157757407745)  --> TIME: 2024-06-11 12:07:46 -- STEP: 139/330 -- GLOBAL_STEP: 245550 | > loss_disc: 2.356910228729248 (2.3524899276898075) | > loss_disc_real_0: 0.13631930947303772 (0.1133449316131983) | > loss_disc_real_1: 0.1785271316766739 (0.1970156372236691) | > loss_disc_real_2: 0.20747704803943634 (0.21231738033054542) | > loss_disc_real_3: 0.2180563509464264 (0.22959181634213427) | > loss_disc_real_4: 0.23728682100772858 (0.2310647543171327) | > loss_disc_real_5: 0.2157438099384308 (0.2210290532746761) | > loss_0: 2.356910228729248 (2.3524899276898075) | > grad_norm_0: tensor(10.0067, device='cuda:0') (tensor(10.6977, device='cuda:0')) | > loss_gen: 2.4767775535583496 (2.4859333775883954) | > loss_kl: 1.9543278217315674 (1.9304230864957082) | > loss_feat: 6.602246284484863 (7.029754549479312) | > loss_mel: 17.739517211914062 (17.950815777126824) | > loss_duration: 2.089494228363037 (2.026243634361157) | > loss_1: 30.862363815307617 (31.423170515101592) | > grad_norm_1: tensor(96.2681, device='cuda:0') (tensor(111.7348, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3792 (0.3735791659183639) | > loader_time: 0.004 (0.003742967578146955)  --> TIME: 2024-06-11 12:07:55 -- STEP: 164/330 -- GLOBAL_STEP: 245575 | > loss_disc: 2.4252512454986572 (2.354036020069589) | > loss_disc_real_0: 0.10513964295387268 (0.11452336545761038) | > loss_disc_real_1: 0.1674887090921402 (0.19758180801461384) | > loss_disc_real_2: 0.19054533541202545 (0.21234567363451168) | > loss_disc_real_3: 0.24639376997947693 (0.22920608974811507) | > loss_disc_real_4: 0.23736998438835144 (0.23074398635000717) | > loss_disc_real_5: 0.22472329437732697 (0.2210783539567052) | > loss_0: 2.4252512454986572 (2.354036020069589) | > grad_norm_0: tensor(6.2839, device='cuda:0') (tensor(10.6796, device='cuda:0')) | > loss_gen: 2.392427682876587 (2.482103119536144) | > loss_kl: 1.9188662767410278 (1.9339996321899136) | > loss_feat: 6.910363674163818 (7.02616520625789) | > loss_mel: 18.062238693237305 (17.96339822396999) | > loss_duration: 2.098092794418335 (2.0284746441899264) | > loss_1: 31.381988525390625 (31.43414091482395) | > grad_norm_1: tensor(72.4399, device='cuda:0') (tensor(115.9434, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.3693 (0.3746662416109224) | > loader_time: 0.005 (0.0038352695907034524)  --> TIME: 2024-06-11 12:08:05 -- STEP: 189/330 -- GLOBAL_STEP: 245600 | > loss_disc: 2.361926555633545 (2.3539733003686973) | > loss_disc_real_0: 0.17177753150463104 (0.11615038761701534) | > loss_disc_real_1: 0.18587255477905273 (0.1976475840207761) | > loss_disc_real_2: 0.19121569395065308 (0.21194120531990415) | > loss_disc_real_3: 0.2308529019355774 (0.2285096761253145) | > loss_disc_real_4: 0.24417947232723236 (0.23032638249258516) | > loss_disc_real_5: 0.22577320039272308 (0.22068607878117336) | > loss_0: 2.361926555633545 (2.3539733003686973) | > grad_norm_0: tensor(55.6811, device='cuda:0') (tensor(12.2935, device='cuda:0')) | > loss_gen: 2.634585380554199 (2.482449322150498) | > loss_kl: 1.9697637557983398 (1.941213637432724) | > loss_feat: 7.303559303283691 (7.037080956514551) | > loss_mel: 18.07499885559082 (17.921430476758832) | > loss_duration: 2.127028465270996 (2.0351713504740787) | > loss_1: 32.10993576049805 (31.4173458644322) | > grad_norm_1: tensor(400.7201, device='cuda:0') (tensor(135.7962, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.386 (0.37618690066867405) | > loader_time: 0.0048 (0.003948088045473453)  --> TIME: 2024-06-11 12:08:15 -- STEP: 214/330 -- GLOBAL_STEP: 245625 | > loss_disc: 2.4998183250427246 (2.3560621794139096) | > loss_disc_real_0: 0.16164924204349518 (0.11669590195344988) | > loss_disc_real_1: 0.23193371295928955 (0.198238871713108) | > loss_disc_real_2: 0.23535621166229248 (0.2124397822211836) | > loss_disc_real_3: 0.2563255727291107 (0.22897665341880835) | > loss_disc_real_4: 0.2595277428627014 (0.22951837211290252) | > loss_disc_real_5: 0.2716359496116638 (0.22078331232627976) | > loss_0: 2.4998183250427246 (2.3560621794139096) | > grad_norm_0: tensor(66.5505, device='cuda:0') (tensor(14.0165, device='cuda:0')) | > loss_gen: 2.441194534301758 (2.483415334024163) | > loss_kl: 1.860400915145874 (1.9420979780571483) | > loss_feat: 6.223171234130859 (7.045136191020502) | > loss_mel: 17.375368118286133 (17.874794157865995) | > loss_duration: 2.1269731521606445 (2.042030077671335) | > loss_1: 30.02710723876953 (31.387473819411802) | > grad_norm_1: tensor(99.5292, device='cuda:0') (tensor(156.1278, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.4027 (0.3782317281883454) | > loader_time: 0.0049 (0.004038825213352092)  --> TIME: 2024-06-11 12:08:26 -- STEP: 239/330 -- GLOBAL_STEP: 245650 | > loss_disc: 2.2779345512390137 (2.3558911828316385) | > loss_disc_real_0: 0.11412984877824783 (0.11745857369450845) | > loss_disc_real_1: 0.23967598378658295 (0.19842459679148686) | > loss_disc_real_2: 0.2114456444978714 (0.21261496604985272) | > loss_disc_real_3: 0.21841378509998322 (0.22854825162239154) | > loss_disc_real_4: 0.20573490858078003 (0.22914475389604289) | > loss_disc_real_5: 0.18003712594509125 (0.22078295887514138) | > loss_0: 2.2779345512390137 (2.3558911828316385) | > grad_norm_0: tensor(9.0513, device='cuda:0') (tensor(16.7054, device='cuda:0')) | > loss_gen: 2.5992438793182373 (2.491068636523132) | > loss_kl: 1.8242682218551636 (1.9388745504443117) | > loss_feat: 7.552852153778076 (7.061408098771483) | > loss_mel: 16.702482223510742 (17.834245506190843) | > loss_duration: 2.0653023719787598 (2.05006414427418) | > loss_1: 30.7441463470459 (31.375660996058) | > grad_norm_1: tensor(675.0436, device='cuda:0') (tensor(177.9638, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.4062 (0.3813278415711854) | > loader_time: 0.0055 (0.0041767254035343145)  --> TIME: 2024-06-11 12:08:37 -- STEP: 264/330 -- GLOBAL_STEP: 245675 | > loss_disc: 2.3697431087493896 (2.3588563248966663) | > loss_disc_real_0: 0.10054849833250046 (0.11754319077414094) | > loss_disc_real_1: 0.22537995874881744 (0.19855290453768137) | > loss_disc_real_2: 0.17970149219036102 (0.21271358458607487) | > loss_disc_real_3: 0.21035262942314148 (0.22924553207827336) | > loss_disc_real_4: 0.25219467282295227 (0.22997356793194107) | > loss_disc_real_5: 0.23744864761829376 (0.22166656262495302) | > loss_0: 2.3697431087493896 (2.3588563248966663) | > grad_norm_0: tensor(62.6353, device='cuda:0') (tensor(19.0417, device='cuda:0')) | > loss_gen: 2.434074640274048 (2.4968035067572747) | > loss_kl: 1.9562408924102783 (1.9366189729083667) | > loss_feat: 7.100740432739258 (7.075348252599889) | > loss_mel: 17.476913452148438 (17.80406550205114) | > loss_duration: 2.161135196685791 (2.057384461616025) | > loss_1: 31.12910270690918 (31.370220718961775) | > grad_norm_1: tensor(513.1720, device='cuda:0') (tensor(197.5267, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.4264 (0.38608856815280335) | > loader_time: 0.0059 (0.004319339087515163)  --> TIME: 2024-06-11 12:08:48 -- STEP: 289/330 -- GLOBAL_STEP: 245700 | > loss_disc: 2.4167981147766113 (2.3622400711151954) | > loss_disc_real_0: 0.1050817146897316 (0.11820866231996707) | > loss_disc_real_1: 0.22951841354370117 (0.19950037462488582) | > loss_disc_real_2: 0.19639210402965546 (0.21317318566530216) | > loss_disc_real_3: 0.23412635922431946 (0.22933818740209494) | > loss_disc_real_4: 0.24589501321315765 (0.22951984328175912) | > loss_disc_real_5: 0.2121361345052719 (0.22161876443760617) | > loss_0: 2.4167981147766113 (2.3622400711151954) | > grad_norm_0: tensor(48.0670, device='cuda:0') (tensor(21.6767, device='cuda:0')) | > loss_gen: 2.440662145614624 (2.49640530203453) | > loss_kl: 1.970566987991333 (1.9365946314326619) | > loss_feat: 7.249521255493164 (7.087371923519253) | > loss_mel: 16.85178565979004 (17.75211592281565) | > loss_duration: 2.194917678833008 (2.066691976517541) | > loss_1: 30.70745277404785 (31.339179768281824) | > grad_norm_1: tensor(551.4828, device='cuda:0') (tensor(218.2682, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.4479 (0.3912446259627293) | > loader_time: 0.0061 (0.004476541466366456)  --> TIME: 2024-06-11 12:09:01 -- STEP: 314/330 -- GLOBAL_STEP: 245725 | > loss_disc: 2.2224740982055664 (2.360783804753783) | > loss_disc_real_0: 0.10602115839719772 (0.11861989495291073) | > loss_disc_real_1: 0.1726546287536621 (0.19940569147372697) | > loss_disc_real_2: 0.21109366416931152 (0.2127912496305575) | > loss_disc_real_3: 0.21321219205856323 (0.2292091772909377) | > loss_disc_real_4: 0.23578277230262756 (0.22982761809590516) | > loss_disc_real_5: 0.20588180422782898 (0.22147887399432006) | > loss_0: 2.2224740982055664 (2.360783804753783) | > grad_norm_0: tensor(9.7257, device='cuda:0') (tensor(21.9519, device='cuda:0')) | > loss_gen: 2.580073356628418 (2.494454944968982) | > loss_kl: 2.080904960632324 (1.9396109892304536) | > loss_feat: 7.769388198852539 (7.099563556112302) | > loss_mel: 17.42537498474121 (17.699356671351524) | > loss_duration: 2.2707905769348145 (2.079236434143819) | > loss_1: 32.12653350830078 (31.312222602261098) | > grad_norm_1: tensor(302.5303, device='cuda:0') (tensor(225.5392, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.5143 (0.3989054215182164) | > loader_time: 0.007 (0.004657956445293059)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.752671480178833 (2.752671480178833) | > loss_disc_real_0: 0.1670474261045456 (0.1670474261045456) | > loss_disc_real_1: 0.2739493250846863 (0.2739493250846863) | > loss_disc_real_2: 0.23168514668941498 (0.23168514668941498) | > loss_disc_real_3: 0.3100580871105194 (0.3100580871105194) | > loss_disc_real_4: 0.3162340819835663 (0.3162340819835663) | > loss_disc_real_5: 0.25666940212249756 (0.25666940212249756) | > loss_0: 2.752671480178833 (2.752671480178833) | > loss_gen: 2.3646297454833984 (2.3646297454833984) | > loss_kl: 2.721566915512085 (2.721566915512085) | > loss_feat: 4.488645553588867 (4.488645553588867) | > loss_mel: 15.322965621948242 (15.322965621948242) | > loss_duration: 2.9836812019348145 (2.9836812019348145) | > loss_1: 27.881488800048828 (27.881488800048828)  --> STEP: 1 | > loss_disc: 2.5026488304138184 (2.5026488304138184) | > loss_disc_real_0: 0.12260130047798157 (0.12260130047798157) | > loss_disc_real_1: 0.18795761466026306 (0.18795761466026306) | > loss_disc_real_2: 0.17485757172107697 (0.17485757172107697) | > loss_disc_real_3: 0.2640896141529083 (0.2640896141529083) | > loss_disc_real_4: 0.3051193952560425 (0.3051193952560425) | > loss_disc_real_5: 0.3026176691055298 (0.3026176691055298) | > loss_0: 2.5026488304138184 (2.5026488304138184) | > loss_gen: 2.3409111499786377 (2.3409111499786377) | > loss_kl: 2.513003349304199 (2.513003349304199) | > loss_feat: 6.971736431121826 (6.971736431121826) | > loss_mel: 17.479873657226562 (17.479873657226562) | > loss_duration: 2.2989566326141357 (2.2989566326141357) | > loss_1: 31.604480743408203 (31.604480743408203)  --> STEP: 2 | > loss_disc: 2.343029260635376 (2.422839045524597) | > loss_disc_real_0: 0.05595619976520538 (0.08927875012159348) | > loss_disc_real_1: 0.1570412963628769 (0.17249945551156998) | > loss_disc_real_2: 0.24784238636493683 (0.2113499790430069) | > loss_disc_real_3: 0.313738077878952 (0.2889138460159302) | > loss_disc_real_4: 0.269471675157547 (0.28729553520679474) | > loss_disc_real_5: 0.2681313753128052 (0.2853745222091675) | > loss_0: 2.343029260635376 (2.422839045524597) | > loss_gen: 2.4997048377990723 (2.420307993888855) | > loss_kl: 2.55074405670166 (2.5318737030029297) | > loss_feat: 6.317263603210449 (6.644500017166138) | > loss_mel: 20.635042190551758 (19.05745792388916) | > loss_duration: 2.5115370750427246 (2.40524685382843) | > loss_1: 34.51428985595703 (33.05938529968262)  --> STEP: 3 | > loss_disc: 2.6255626678466797 (2.4904135862986245) | > loss_disc_real_0: 0.16021162271499634 (0.1129230409860611) | > loss_disc_real_1: 0.2504480481147766 (0.19848231971263885) | > loss_disc_real_2: 0.15941205620765686 (0.19403733809789023) | > loss_disc_real_3: 0.24591457843780518 (0.27458075682322186) | > loss_disc_real_4: 0.2471832036972046 (0.27392475803693134) | > loss_disc_real_5: 0.1853332817554474 (0.25202744205792743) | > loss_0: 2.6255626678466797 (2.4904135862986245) | > loss_gen: 2.115309715270996 (2.3186419010162354) | > loss_kl: 3.5535244941711426 (2.8724239667256675) | > loss_feat: 6.096059799194336 (6.461686611175537) | > loss_mel: 14.633792877197266 (17.582902908325195) | > loss_duration: 2.278099298477173 (2.362864335378011) | > loss_1: 28.67678451538086 (31.59851837158203)  --> STEP: 4 | > loss_disc: 2.523646354675293 (2.4987217783927917) | > loss_disc_real_0: 0.13092005252838135 (0.11742229387164116) | > loss_disc_real_1: 0.21333689987659454 (0.20219596475362778) | > loss_disc_real_2: 0.16392116248607635 (0.18650829419493675) | > loss_disc_real_3: 0.2326856553554535 (0.26410698145627975) | > loss_disc_real_4: 0.25796833634376526 (0.26993565261363983) | > loss_disc_real_5: 0.2537023425102234 (0.25244616717100143) | > loss_0: 2.523646354675293 (2.4987217783927917) | > loss_gen: 2.08939790725708 (2.2613309025764465) | > loss_kl: 3.4336965084075928 (3.0127421021461487) | > loss_feat: 4.618997573852539 (6.001014351844788) | > loss_mel: 18.172605514526367 (17.73032855987549) | > loss_duration: 2.311728000640869 (2.3500802516937256) | > loss_1: 30.62642478942871 (31.3554949760437)  --> STEP: 5 | > loss_disc: 2.322319746017456 (2.4634413719177246) | > loss_disc_real_0: 0.15946033596992493 (0.12582990229129792) | > loss_disc_real_1: 0.21092119812965393 (0.203941011428833) | > loss_disc_real_2: 0.19411225616931915 (0.18802908658981324) | > loss_disc_real_3: 0.2577890157699585 (0.2628433883190155) | > loss_disc_real_4: 0.2672378420829773 (0.26939609050750735) | > loss_disc_real_5: 0.23698291182518005 (0.24935351610183715) | > loss_0: 2.322319746017456 (2.4634413719177246) | > loss_gen: 2.527301549911499 (2.314525032043457) | > loss_kl: 2.4272525310516357 (2.895644187927246) | > loss_feat: 5.799777984619141 (5.960767078399658) | > loss_mel: 19.543434143066406 (18.092949676513673) | > loss_duration: 2.419373035430908 (2.363938808441162) | > loss_1: 32.717140197753906 (31.62782402038574)  --> STEP: 6 | > loss_disc: 2.280766487121582 (2.432995557785034) | > loss_disc_real_0: 0.07201240956783295 (0.11686032017072041) | > loss_disc_real_1: 0.1823684126138687 (0.20034557829300562) | > loss_disc_real_2: 0.19925960898399353 (0.1899008403221766) | > loss_disc_real_3: 0.29220515489578247 (0.26773701608181) | > loss_disc_real_4: 0.25269871950149536 (0.2666131953398387) | > loss_disc_real_5: 0.2289324253797531 (0.2459500009814898) | > loss_0: 2.280766487121582 (2.432995557785034) | > loss_gen: 2.6187281608581543 (2.3652255535125732) | > loss_kl: 2.6563198566436768 (2.8557567993799844) | > loss_feat: 5.562188148498535 (5.894337256749471) | > loss_mel: 18.611154556274414 (18.179317156473797) | > loss_duration: 2.1300227642059326 (2.324952801068624) | > loss_1: 31.578413009643555 (31.61958885192871)  --> STEP: 7 | > loss_disc: 2.523967981338501 (2.4459916182926724) | > loss_disc_real_0: 0.13077294826507568 (0.11884783846991402) | > loss_disc_real_1: 0.2657903730869293 (0.2096948346921376) | > loss_disc_real_2: 0.21300141513347626 (0.19320092243807657) | > loss_disc_real_3: 0.3327418267726898 (0.27702341760907856) | > loss_disc_real_4: 0.290811687707901 (0.2700701228209904) | > loss_disc_real_5: 0.2652992010116577 (0.24871417241437094) | > loss_0: 2.523967981338501 (2.4459916182926724) | > loss_gen: 2.4802372455596924 (2.3816557952335904) | > loss_kl: 3.501383066177368 (2.947989123208182) | > loss_feat: 5.597240924835205 (5.851894923618862) | > loss_mel: 17.715435028076172 (18.11304828098842) | > loss_duration: 2.5505106449127197 (2.357175350189209) | > loss_1: 31.84480857849121 (31.651763098580496)  --> STEP: 8 | > loss_disc: 2.686677932739258 (2.4760774075984955) | > loss_disc_real_0: 0.23890183866024017 (0.1338545884937048) | > loss_disc_real_1: 0.1915399581193924 (0.20742547512054443) | > loss_disc_real_2: 0.2245711088180542 (0.19712219573557377) | > loss_disc_real_3: 0.2722029983997345 (0.27642086520791054) | > loss_disc_real_4: 0.22761310636997223 (0.26476299576461315) | > loss_disc_real_5: 0.18867409229278564 (0.24120916239917278) | > loss_0: 2.686677932739258 (2.4760774075984955) | > loss_gen: 2.090130090713501 (2.345215082168579) | > loss_kl: 2.7247538566589355 (2.9200847148895264) | > loss_feat: 5.965106010437012 (5.86604630947113) | > loss_mel: 13.297471046447754 (17.511101126670837) | > loss_duration: 2.2211906909942627 (2.3401772677898407) | > loss_1: 26.29865264892578 (30.982624292373657)  --> STEP: 9 | > loss_disc: 2.262002944946289 (2.4522913561926947) | > loss_disc_real_0: 0.15253712236881256 (0.13593042559093899) | > loss_disc_real_1: 0.17086248099803925 (0.20336292021804386) | > loss_disc_real_2: 0.10957617312669754 (0.18739485989014307) | > loss_disc_real_3: 0.1394505351781845 (0.2612019396490521) | > loss_disc_real_4: 0.16896279156208038 (0.2541185286309984) | > loss_disc_real_5: 0.19333136081695557 (0.23588940666781533) | > loss_0: 2.262002944946289 (2.4522913561926947) | > loss_gen: 2.165400743484497 (2.325235711203681) | > loss_kl: 2.4594483375549316 (2.8689028951856823) | > loss_feat: 10.845989227294922 (6.419373300340441) | > loss_mel: 19.280405044555664 (17.707690450880264) | > loss_duration: 2.1379213333129883 (2.3177043861813016) | > loss_1: 36.889163970947266 (31.638906478881836)  --> STEP: 10 | > loss_disc: 2.660583972930908 (2.473120617866516) | > loss_disc_real_0: 0.2358301430940628 (0.14592039734125137) | > loss_disc_real_1: 0.19650954008102417 (0.2026775822043419) | > loss_disc_real_2: 0.23307950794696808 (0.19196332469582558) | > loss_disc_real_3: 0.24822655320167542 (0.25990440100431444) | > loss_disc_real_4: 0.329010009765625 (0.26160767674446106) | > loss_disc_real_5: 0.20995479822158813 (0.2332959458231926) | > loss_0: 2.660583972930908 (2.473120617866516) | > loss_gen: 2.186235189437866 (2.3113356590270997) | > loss_kl: 2.473069667816162 (2.8293195724487306) | > loss_feat: 7.693178653717041 (6.546753835678101) | > loss_mel: 18.93665313720703 (17.83058671951294) | > loss_duration: 2.3080170154571533 (2.3167356491088866) | > loss_1: 33.59715270996094 (31.834731101989746)  --> STEP: 11 | > loss_disc: 2.5299479961395264 (2.4782867431640625) | > loss_disc_real_0: 0.11586342751979828 (0.1431879455393011) | > loss_disc_real_1: 0.17642435431480408 (0.20029092512347482) | > loss_disc_real_2: 0.2301296591758728 (0.19543299146673895) | > loss_disc_real_3: 0.2949996888637543 (0.26309488171880896) | > loss_disc_real_4: 0.2790500223636627 (0.26319334452802484) | > loss_disc_real_5: 0.32845625281333923 (0.24194688282229684) | > loss_0: 2.5299479961395264 (2.4782867431640625) | > loss_gen: 2.427473306655884 (2.3218936269933526) | > loss_kl: 2.73380184173584 (2.8206361423839224) | > loss_feat: 6.48654317855835 (6.541280139576305) | > loss_mel: 18.184566497802734 (17.862766699357465) | > loss_duration: 2.4345717430114746 (2.327448021281849) | > loss_1: 32.2669563293457 (31.874024304476652)  --> STEP: 12 | > loss_disc: 2.563403367996216 (2.4853797952334085) | > loss_disc_real_0: 0.10522114485502243 (0.14002404548227787) | > loss_disc_real_1: 0.2553075850009918 (0.20487564677993456) | > loss_disc_real_2: 0.22984808683395386 (0.19830091608067354) | > loss_disc_real_3: 0.2738977074623108 (0.2639951171974341) | > loss_disc_real_4: 0.32511869072914124 (0.26835379004478455) | > loss_disc_real_5: 0.32335165143013 (0.24873061353961626) | > loss_0: 2.563403367996216 (2.4853797952334085) | > loss_gen: 2.3695948123931885 (2.3258687257766724) | > loss_kl: 2.6415719985961914 (2.8057141304016113) | > loss_feat: 5.801584243774414 (6.4796388149261475) | > loss_mel: 18.78944969177246 (17.939990282058716) | > loss_duration: 2.2854795455932617 (2.3239506483078003) | > loss_1: 31.887680053710938 (31.87516228357951)  --> STEP: 13 | > loss_disc: 2.586437702178955 (2.493153480383066) | > loss_disc_real_0: 0.10484029352664948 (0.1373176030241526) | > loss_disc_real_1: 0.22611843049526215 (0.206509707065729) | > loss_disc_real_2: 0.23228882253170013 (0.2009153704230602) | > loss_disc_real_3: 0.20725683867931366 (0.2596306342345018) | > loss_disc_real_4: 0.20936183631420135 (0.2638159474501243) | > loss_disc_real_5: 0.1741834282875061 (0.24299621467406934) | > loss_0: 2.586437702178955 (2.493153480383066) | > loss_gen: 1.8623592853546143 (2.290214153436514) | > loss_kl: 2.7561776638031006 (2.801903632970957) | > loss_feat: 5.00610876083374 (6.366290349226731) | > loss_mel: 16.128162384033203 (17.80061890528752) | > loss_duration: 2.2146859169006348 (2.3155456689687877) | > loss_1: 27.96749496459961 (31.574572489811825)  --> STEP: 14 | > loss_disc: 2.4362032413482666 (2.4890856061662947) | > loss_disc_real_0: 0.1341131627559662 (0.13708871443356788) | > loss_disc_real_1: 0.17305020987987518 (0.20411974298102514) | > loss_disc_real_2: 0.2635694444179535 (0.20539066142269544) | > loss_disc_real_3: 0.24958692491054535 (0.25891322642564774) | > loss_disc_real_4: 0.2836054861545563 (0.26522948592901235) | > loss_disc_real_5: 0.23477117717266083 (0.2424087119953973) | > loss_0: 2.4362032413482666 (2.4890856061662947) | > loss_gen: 2.271186351776123 (2.288855024746486) | > loss_kl: 3.5146989822387695 (2.852817586490086) | > loss_feat: 5.555148124694824 (6.308351618903024) | > loss_mel: 19.687145233154297 (17.935370785849436) | > loss_duration: 2.3923215866088867 (2.3210296630859375) | > loss_1: 33.420501708984375 (31.70642457689558)  --> STEP: 15 | > loss_disc: 2.344355344772339 (2.479436922073364) | > loss_disc_real_0: 0.16612398624420166 (0.13902439922094345) | > loss_disc_real_1: 0.18349511921405792 (0.20274476806322733) | > loss_disc_real_2: 0.21196217834949493 (0.20582876255114874) | > loss_disc_real_3: 0.21073903143405914 (0.2557016134262085) | > loss_disc_real_4: 0.18233533203601837 (0.25970320900281274) | > loss_disc_real_5: 0.15922391414642334 (0.2368630588054657) | > loss_0: 2.344355344772339 (2.479436922073364) | > loss_gen: 2.1414103507995605 (2.2790253798166913) | > loss_kl: 3.849700689315796 (2.9192764600118) | > loss_feat: 6.280421257019043 (6.3064895947774255) | > loss_mel: 18.494102478027344 (17.972619565327964) | > loss_duration: 2.313481330871582 (2.320526440938314) | > loss_1: 33.07911682128906 (31.797937393188477)  --> STEP: 16 | > loss_disc: 2.679509162902832 (2.491941437125206) | > loss_disc_real_0: 0.19235007464885712 (0.14235725393518806) | > loss_disc_real_1: 0.20407012104988098 (0.2028276026248932) | > loss_disc_real_2: 0.21697916090488434 (0.2065256624482572) | > loss_disc_real_3: 0.26381173729896545 (0.2562084961682558) | > loss_disc_real_4: 0.25585630536079407 (0.25946277752518654) | > loss_disc_real_5: 0.2585718333721161 (0.23821985721588135) | > loss_0: 2.679509162902832 (2.491941437125206) | > loss_gen: 2.2286808490753174 (2.2758788466453552) | > loss_kl: 2.696267604827881 (2.905338406562805) | > loss_feat: 7.375232696533203 (6.373286038637161) | > loss_mel: 16.985918045043945 (17.91095072031021) | > loss_duration: 2.3955016136169434 (2.325212389230728) | > loss_1: 31.681602478027344 (31.790666460990906)  --> STEP: 17 | > loss_disc: 2.9425673484802246 (2.5184488436755013) | > loss_disc_real_0: 0.2010163962841034 (0.14580779172041836) | > loss_disc_real_1: 0.23679599165916443 (0.2048257431563209) | > loss_disc_real_2: 0.24348917603492737 (0.20869998677688487) | > loss_disc_real_3: 0.2955473065376282 (0.25852254383704243) | > loss_disc_real_4: 0.3296441435813904 (0.26359109317555146) | > loss_disc_real_5: 0.33072537183761597 (0.24366135807598338) | > loss_0: 2.9425673484802246 (2.5184488436755013) | > loss_gen: 2.0487213134765625 (2.262516638811897) | > loss_kl: 2.307166576385498 (2.870151828317081) | > loss_feat: 5.5811004638671875 (6.326686887180104) | > loss_mel: 17.87665557861328 (17.90893335903392) | > loss_duration: 2.3844590187072754 (2.32869748508229) | > loss_1: 30.198102951049805 (31.696986254523782)  --> STEP: 18 | > loss_disc: 2.0506653785705566 (2.4924608733918934) | > loss_disc_real_0: 0.07879850268363953 (0.14208505344059733) | > loss_disc_real_1: 0.16126029193401337 (0.20240544031063715) | > loss_disc_real_2: 0.16149285435676575 (0.20607736830910048) | > loss_disc_real_3: 0.17859727144241333 (0.2540822509262297) | > loss_disc_real_4: 0.18259985744953156 (0.2590915800796615) | > loss_disc_real_5: 0.16756722331047058 (0.239433906144566) | > loss_0: 2.0506653785705566 (2.4924608733918934) | > loss_gen: 2.26574969291687 (2.2626962529288397) | > loss_kl: 2.2686069011688232 (2.8367326656977334) | > loss_feat: 11.297096252441406 (6.602820740805732) | > loss_mel: 18.90991973876953 (17.964543713463677) | > loss_duration: 2.225188732147217 (2.322946998808119) | > loss_1: 36.9665641784668 (31.98974058363173)  --> STEP: 19 | > loss_disc: 2.3521790504455566 (2.4850776195526123) | > loss_disc_real_0: 0.1390451043844223 (0.14192505612185127) | > loss_disc_real_1: 0.19803321361541748 (0.2021753231161519) | > loss_disc_real_2: 0.20730748772621155 (0.20614211143631683) | > loss_disc_real_3: 0.30527788400650024 (0.25677675793045446) | > loss_disc_real_4: 0.23417878150939941 (0.25778038015491084) | > loss_disc_real_5: 0.2153313308954239 (0.2381653495525059) | > loss_0: 2.3521790504455566 (2.4850776195526123) | > loss_gen: 2.523930788040161 (2.2764454389873303) | > loss_kl: 1.781429409980774 (2.7811903890810514) | > loss_feat: 8.0296049118042 (6.6779146445424935) | > loss_mel: 18.966907501220703 (18.017299702292995) | > loss_duration: 2.291916608810425 (2.321313820387188) | > loss_1: 33.59379196166992 (32.07416434037058)  --> STEP: 20 | > loss_disc: 2.495509147644043 (2.485599195957184) | > loss_disc_real_0: 0.12348008900880814 (0.1410028077661991) | > loss_disc_real_1: 0.17787162959575653 (0.20096013844013214) | > loss_disc_real_2: 0.20806492865085602 (0.2062382522970438) | > loss_disc_real_3: 0.22285521030426025 (0.25508068054914473) | > loss_disc_real_4: 0.2502347230911255 (0.25740309730172156) | > loss_disc_real_5: 0.20444843173027039 (0.2364795036613941) | > loss_0: 2.495509147644043 (2.485599195957184) | > loss_gen: 2.1408276557922363 (2.2696645498275756) | > loss_kl: 2.0098114013671875 (2.742621439695358) | > loss_feat: 6.040013790130615 (6.6460196018219) | > loss_mel: 17.865646362304688 (18.00971703529358) | > loss_duration: 2.3076393604278564 (2.320630097389221) | > loss_1: 30.36393928527832 (31.988653087615965)  --> STEP: 21 | > loss_disc: 2.5769999027252197 (2.4899516105651855) | > loss_disc_real_0: 0.11750175058841705 (0.13988370980535234) | > loss_disc_real_1: 0.2329384982585907 (0.20248291747910635) | > loss_disc_real_2: 0.22375953197479248 (0.20707259894836516) | > loss_disc_real_3: 0.33965274691581726 (0.2591079218047006) | > loss_disc_real_4: 0.2683441638946533 (0.25792410047281356) | > loss_disc_real_5: 0.3070031702518463 (0.2398377734990347) | > loss_0: 2.5769999027252197 (2.4899516105651855) | > loss_gen: 2.556117534637451 (2.2833051681518555) | > loss_kl: 2.230722427368164 (2.7182452962512063) | > loss_feat: 6.5597124099731445 (6.641909735543387) | > loss_mel: 14.14132308959961 (17.825507799784344) | > loss_duration: 2.149568796157837 (2.312484321140108) | > loss_1: 27.6374454498291 (31.78145272391183)  --> STEP: 22 | > loss_disc: 2.3746283054351807 (2.4847096421501855) | > loss_disc_real_0: 0.08733221888542175 (0.1374950056726282) | > loss_disc_real_1: 0.22354982793331146 (0.20344050431793387) | > loss_disc_real_2: 0.2379050850868225 (0.20847407559102232) | > loss_disc_real_3: 0.23184682428836823 (0.2578687810085037) | > loss_disc_real_4: 0.2974502742290497 (0.25972074473446066) | > loss_disc_real_5: 0.2706300914287567 (0.24123742431402206) | > loss_0: 2.3746283054351807 (2.4847096421501855) | > loss_gen: 2.8440134525299072 (2.308791908350858) | > loss_kl: 2.3370232582092285 (2.7009170217947527) | > loss_feat: 9.155241012573242 (6.756152066317472) | > loss_mel: 18.007089614868164 (17.833761518651787) | > loss_duration: 2.1531763076782227 (2.305243047800931) | > loss_1: 34.496543884277344 (31.9048659584739)  --> STEP: 23 | > loss_disc: 2.465980052947998 (2.483895312184873) | > loss_disc_real_0: 0.21135075390338898 (0.14070612516092215) | > loss_disc_real_1: 0.1858074814081192 (0.20267385114794192) | > loss_disc_real_2: 0.2126738280057907 (0.2086566735220992) | > loss_disc_real_3: 0.22407104074954987 (0.2563993140407231) | > loss_disc_real_4: 0.22207847237586975 (0.2580841241971306) | > loss_disc_real_5: 0.2112424373626709 (0.23993329444657202) | > loss_0: 2.465980052947998 (2.483895312184873) | > loss_gen: 2.1791205406188965 (2.3031540227972944) | > loss_kl: 2.5332462787628174 (2.693626989489016) | > loss_feat: 5.088106632232666 (6.683628351792045) | > loss_mel: 17.359384536743164 (17.813136432481848) | > loss_duration: 2.2768774032592773 (2.304009758907816) | > loss_1: 29.436737060546875 (31.797556006390117)  --> STEP: 24 | > loss_disc: 2.537487030029297 (2.486128300428391) | > loss_disc_real_0: 0.104578897356987 (0.13920082400242487) | > loss_disc_real_1: 0.18259505927562714 (0.2018372348199288) | > loss_disc_real_2: 0.18409980833530426 (0.20763347080598274) | > loss_disc_real_3: 0.2555411159992218 (0.2563635557889939) | > loss_disc_real_4: 0.24931968748569489 (0.25771893933415413) | > loss_disc_real_5: 0.20266878604888916 (0.23838060659666857) | > loss_0: 2.537487030029297 (2.486128300428391) | > loss_gen: 2.194586992263794 (2.298630396525065) | > loss_kl: 2.632772207260132 (2.691091373562813) | > loss_feat: 7.556008815765381 (6.7199775377909345) | > loss_mel: 18.070098876953125 (17.823843201001484) | > loss_duration: 2.402900218963623 (2.3081301947434745) | > loss_1: 32.85636901855469 (31.841673215230305)  --> STEP: 25 | > loss_disc: 2.6255040168762207 (2.491703329086304) | > loss_disc_real_0: 0.1404123306274414 (0.13924928426742553) | > loss_disc_real_1: 0.20592933893203735 (0.20200091898441314) | > loss_disc_real_2: 0.2066449224948883 (0.20759392887353897) | > loss_disc_real_3: 0.31006550788879395 (0.2585116338729859) | > loss_disc_real_4: 0.28134995698928833 (0.2586641800403595) | > loss_disc_real_5: 0.3227086067199707 (0.24175372660160066) | > loss_0: 2.6255040168762207 (2.491703329086304) | > loss_gen: 2.2490458488464355 (2.29664701461792) | > loss_kl: 2.7415523529052734 (2.693109812736511) | > loss_feat: 7.212261199951172 (6.739668884277344) | > loss_mel: 18.54302978515625 (17.852610664367674) | > loss_duration: 2.351010322570801 (2.3098453998565676) | > loss_1: 33.096900939941406 (31.89188232421875)  --> STEP: 26 | > loss_disc: 2.5271246433258057 (2.4930656873262853) | > loss_disc_real_0: 0.18619516491889954 (0.14105489506171298) | > loss_disc_real_1: 0.24142228066921234 (0.20351712520305926) | > loss_disc_real_2: 0.27816417813301086 (0.2103081692296725) | > loss_disc_real_3: 0.23897086083889008 (0.2577600656793668) | > loss_disc_real_4: 0.3160223960876465 (0.26087026527294743) | > loss_disc_real_5: 0.2413167804479599 (0.24173692098030677) | > loss_0: 2.5271246433258057 (2.4930656873262853) | > loss_gen: 2.4262661933898926 (2.301632367647611) | > loss_kl: 2.4342198371887207 (2.683152505984673) | > loss_feat: 7.396885395050049 (6.7649464423839865) | > loss_mel: 19.047882080078125 (17.898582641894997) | > loss_duration: 2.2955589294433594 (2.3092959202252903) | > loss_1: 33.60081100463867 (31.957610350388748) --> EVAL PERFORMANCE | > avg_loader_time: 0.0027557061268733097 (+0.0003727949582613432) | > avg_loss_disc: 2.4930656873262853 (+0.14139423920558114) | > avg_loss_disc_real_0: 0.14105489506171298 (-0.010475594550371198) | > avg_loss_disc_real_1: 0.20351712520305926 (-0.004815125408080934) | > avg_loss_disc_real_2: 0.2103081692296725 (-0.006227871259817719) | > avg_loss_disc_real_3: 0.2577600656793668 (+0.024663162919191267) | > avg_loss_disc_real_4: 0.26087026527294743 (+0.03304466777122936) | > avg_loss_disc_real_5: 0.24173692098030677 (+0.03583432074922782) | > avg_loss_0: 2.4930656873262853 (+0.14139423920558114) | > avg_loss_gen: 2.301632367647611 (-0.12625739207634545) | > avg_loss_kl: 2.683152505984673 (+0.0804719466429491) | > avg_loss_feat: 6.7649464423839865 (-0.437134586847745) | > avg_loss_mel: 17.898582641894997 (-0.20859215809749188) | > avg_loss_duration: 2.3092959202252903 (-0.019975937329806293) | > avg_loss_1: 31.957610350388748 (-0.7114876967209867)  > EPOCH: 478/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:09:30)   --> TIME: 2024-06-11 12:09:34 -- STEP: 9/330 -- GLOBAL_STEP: 245750 | > loss_disc: 2.324458599090576 (2.3399820062849255) | > loss_disc_real_0: 0.09347186237573624 (0.09728061200843917) | > loss_disc_real_1: 0.16937994956970215 (0.1902087562614017) | > loss_disc_real_2: 0.17648887634277344 (0.20720354715983072) | > loss_disc_real_3: 0.22448945045471191 (0.23641080988778007) | > loss_disc_real_4: 0.23365113139152527 (0.2424629678328832) | > loss_disc_real_5: 0.20702335238456726 (0.24140078491634792) | > loss_0: 2.324458599090576 (2.3399820062849255) | > grad_norm_0: tensor(3.7523, device='cuda:0') (tensor(6.2869, device='cuda:0')) | > loss_gen: 2.516061305999756 (2.488188293245104) | > loss_kl: 1.8880252838134766 (1.9470262792375352) | > loss_feat: 7.235483646392822 (6.971574094560411) | > loss_mel: 18.71384620666504 (18.376366297403973) | > loss_duration: 2.1068100929260254 (2.157915406756931) | > loss_1: 32.460227966308594 (31.941070344712998) | > grad_norm_1: tensor(36.8586, device='cuda:0') (tensor(54.4499, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3634 (0.37193436092800564) | > loader_time: 0.0037 (0.003315740161471897)  --> TIME: 2024-06-11 12:09:44 -- STEP: 34/330 -- GLOBAL_STEP: 245775 | > loss_disc: 2.2340211868286133 (2.3462836321662444) | > loss_disc_real_0: 0.09292128682136536 (0.10754534854170154) | > loss_disc_real_1: 0.203576922416687 (0.19886744767427444) | > loss_disc_real_2: 0.1992681622505188 (0.21134546136154847) | > loss_disc_real_3: 0.23328495025634766 (0.22834710645325043) | > loss_disc_real_4: 0.20150341093540192 (0.23074292610673344) | > loss_disc_real_5: 0.19197310507297516 (0.22385034929303563) | > loss_0: 2.2340211868286133 (2.3462836321662444) | > grad_norm_0: tensor(5.8810, device='cuda:0') (tensor(8.0519, device='cuda:0')) | > loss_gen: 2.5822806358337402 (2.485591909464668) | > loss_kl: 1.9350197315216064 (1.9033154389437508) | > loss_feat: 7.733906269073486 (7.0229533840628235) | > loss_mel: 18.793121337890625 (18.152228299309225) | > loss_duration: 2.0573840141296387 (2.055377160801607) | > loss_1: 33.10171127319336 (31.619466332828296) | > grad_norm_1: tensor(179.1108, device='cuda:0') (tensor(78.7503, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3511 (0.3694757433498607) | > loader_time: 0.0031 (0.0034276878132539637)  --> TIME: 2024-06-11 12:09:53 -- STEP: 59/330 -- GLOBAL_STEP: 245800 | > loss_disc: 2.287463665008545 (2.345290580038297) | > loss_disc_real_0: 0.11291000247001648 (0.10921033654930228) | > loss_disc_real_1: 0.23833772540092468 (0.19852696333901357) | > loss_disc_real_2: 0.23112036287784576 (0.2127474872237545) | > loss_disc_real_3: 0.20886635780334473 (0.22911380105099435) | > loss_disc_real_4: 0.21398217976093292 (0.22821167591264693) | > loss_disc_real_5: 0.20767346024513245 (0.22214804892822848) | > loss_0: 2.287463665008545 (2.345290580038297) | > grad_norm_0: tensor(16.8889, device='cuda:0') (tensor(10.3019, device='cuda:0')) | > loss_gen: 2.656066417694092 (2.4938151513115843) | > loss_kl: 1.8147772550582886 (1.8813386306924336) | > loss_feat: 7.879713535308838 (7.096026663052833) | > loss_mel: 17.573217391967773 (18.09293556213379) | > loss_duration: 1.9904766082763672 (2.0306385149390014) | > loss_1: 31.91425132751465 (31.594754461514746) | > grad_norm_1: tensor(293.6826, device='cuda:0') (tensor(132.2873, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3621 (0.3645845146502479) | > loader_time: 0.0036 (0.003464787693346961)  --> TIME: 2024-06-11 12:10:02 -- STEP: 84/330 -- GLOBAL_STEP: 245825 | > loss_disc: 2.221869707107544 (2.3378766122318444) | > loss_disc_real_0: 0.08739224076271057 (0.11011746734203327) | > loss_disc_real_1: 0.16096137464046478 (0.1963248121596518) | > loss_disc_real_2: 0.22754250466823578 (0.21326913276598566) | > loss_disc_real_3: 0.2345590889453888 (0.22901988650361696) | > loss_disc_real_4: 0.23040084540843964 (0.22762909230022205) | > loss_disc_real_5: 0.22656525671482086 (0.21949023505051932) | > loss_0: 2.221869707107544 (2.3378766122318444) | > grad_norm_0: tensor(14.8304, device='cuda:0') (tensor(10.8258, device='cuda:0')) | > loss_gen: 2.784799098968506 (2.5042444808142528) | > loss_kl: 1.9115395545959473 (1.8972439624014354) | > loss_feat: 7.605170726776123 (7.204308600652785) | > loss_mel: 18.593730926513672 (18.06243465060279) | > loss_duration: 2.0918946266174316 (2.021534789176214) | > loss_1: 32.98713684082031 (31.689766520545597) | > grad_norm_1: tensor(133.1669, device='cuda:0') (tensor(136.3253, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3597 (0.36422037226813175) | > loader_time: 0.0044 (0.003516120570046561)  --> TIME: 2024-06-11 12:10:11 -- STEP: 109/330 -- GLOBAL_STEP: 245850 | > loss_disc: 2.309817314147949 (2.3416812769863573) | > loss_disc_real_0: 0.13233570754528046 (0.11103893225209428) | > loss_disc_real_1: 0.15846747159957886 (0.19659127513749883) | > loss_disc_real_2: 0.20832014083862305 (0.21277254833540785) | > loss_disc_real_3: 0.23090091347694397 (0.22839063857126674) | > loss_disc_real_4: 0.23389294743537903 (0.2289433810142202) | > loss_disc_real_5: 0.23965783417224884 (0.2212742437189872) | > loss_0: 2.309817314147949 (2.3416812769863573) | > grad_norm_0: tensor(13.2103, device='cuda:0') (tensor(13.0013, device='cuda:0')) | > loss_gen: 2.603593111038208 (2.5001504968065746) | > loss_kl: 1.8224173784255981 (1.90790956829666) | > loss_feat: 7.831486225128174 (7.190646945883374) | > loss_mel: 17.921236038208008 (17.98659279149604) | > loss_duration: 1.963863492012024 (2.021735033857713) | > loss_1: 32.14259719848633 (31.607034875712262) | > grad_norm_1: tensor(359.1758, device='cuda:0') (tensor(156.0043, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3642 (0.36420591380618034) | > loader_time: 0.0038 (0.0035808261381376776)  --> TIME: 2024-06-11 12:10:21 -- STEP: 134/330 -- GLOBAL_STEP: 245875 | > loss_disc: 2.2529945373535156 (2.33975336089063) | > loss_disc_real_0: 0.10674764215946198 (0.11085714719522355) | > loss_disc_real_1: 0.19523319602012634 (0.19668957702259518) | > loss_disc_real_2: 0.19543427228927612 (0.2120212506669671) | > loss_disc_real_3: 0.23994971811771393 (0.22841269189297264) | > loss_disc_real_4: 0.215126171708107 (0.22879941516847752) | > loss_disc_real_5: 0.19827444851398468 (0.2207791232573452) | > loss_0: 2.2529945373535156 (2.33975336089063) | > grad_norm_0: tensor(8.6113, device='cuda:0') (tensor(13.3293, device='cuda:0')) | > loss_gen: 2.6765878200531006 (2.501028075147032) | > loss_kl: 1.8751859664916992 (1.9122913906823342) | > loss_feat: 8.512955665588379 (7.17716596731499) | > loss_mel: 18.369831085205078 (17.963707254893723) | > loss_duration: 2.0298376083374023 (2.023951864954251) | > loss_1: 33.46439743041992 (31.578144628610183) | > grad_norm_1: tensor(227.4704, device='cuda:0') (tensor(160.6233, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3868 (0.3672818728347323) | > loader_time: 0.0047 (0.0037113517078001105)  --> TIME: 2024-06-11 12:10:31 -- STEP: 159/330 -- GLOBAL_STEP: 245900 | > loss_disc: 2.2464349269866943 (2.345189220500442) | > loss_disc_real_0: 0.08984608203172684 (0.11286010825127926) | > loss_disc_real_1: 0.1531936377286911 (0.19699963149409627) | > loss_disc_real_2: 0.1676376312971115 (0.21176403685935632) | > loss_disc_real_3: 0.20409364998340607 (0.2292474812869006) | > loss_disc_real_4: 0.19766919314861298 (0.22961462106344835) | > loss_disc_real_5: 0.2074229121208191 (0.2210236183314953) | > loss_0: 2.2464349269866943 (2.345189220500442) | > grad_norm_0: tensor(20.2778, device='cuda:0') (tensor(14.1721, device='cuda:0')) | > loss_gen: 2.5678839683532715 (2.4941491180995734) | > loss_kl: 1.8970489501953125 (1.9265255043341678) | > loss_feat: 7.942661762237549 (7.158330821391171) | > loss_mel: 18.03310203552246 (17.943367730146676) | > loss_duration: 2.0253028869628906 (2.0266067974222532) | > loss_1: 32.465999603271484 (31.54898000513233) | > grad_norm_1: tensor(285.8279, device='cuda:0') (tensor(168.9061, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3841 (0.3720920580737996) | > loader_time: 0.0042 (0.0038539163721432474)  --> TIME: 2024-06-11 12:10:41 -- STEP: 184/330 -- GLOBAL_STEP: 245925 | > loss_disc: 2.348473072052002 (2.3472867763560745) | > loss_disc_real_0: 0.0719587504863739 (0.11414377105867733) | > loss_disc_real_1: 0.23288437724113464 (0.19792580013365849) | > loss_disc_real_2: 0.17950648069381714 (0.21267285084594847) | > loss_disc_real_3: 0.25007033348083496 (0.2292215596560551) | > loss_disc_real_4: 0.21632523834705353 (0.22873500086691068) | > loss_disc_real_5: 0.2136549949645996 (0.22041269950568676) | > loss_0: 2.348473072052002 (2.3472867763560745) | > grad_norm_0: tensor(40.1381, device='cuda:0') (tensor(16.3781, device='cuda:0')) | > loss_gen: 2.5185000896453857 (2.4950424031071052) | > loss_kl: 1.973812222480774 (1.9329830576544222) | > loss_feat: 7.427658557891846 (7.160238613253054) | > loss_mel: 18.073768615722656 (17.914553865142476) | > loss_duration: 2.0687646865844727 (2.0324122057012897) | > loss_1: 32.062503814697266 (31.53523015975952) | > grad_norm_1: tensor(307.2685, device='cuda:0') (tensor(187.1763, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3877 (0.3754736146201258) | > loader_time: 0.0043 (0.003939397957014001)  --> TIME: 2024-06-11 12:10:51 -- STEP: 209/330 -- GLOBAL_STEP: 245950 | > loss_disc: 2.2261788845062256 (2.348435438420784) | > loss_disc_real_0: 0.0808144211769104 (0.11433640587629314) | > loss_disc_real_1: 0.20459583401679993 (0.1982693773422515) | > loss_disc_real_2: 0.20885011553764343 (0.2128569753974248) | > loss_disc_real_3: 0.21562990546226501 (0.228967283331036) | > loss_disc_real_4: 0.238489031791687 (0.22786243958621505) | > loss_disc_real_5: 0.20663756132125854 (0.22111617556314148) | > loss_0: 2.2261788845062256 (2.348435438420784) | > grad_norm_0: tensor(12.8235, device='cuda:0') (tensor(17.9349, device='cuda:0')) | > loss_gen: 2.777470350265503 (2.500690025575996) | > loss_kl: 1.8731839656829834 (1.9375388833324305) | > loss_feat: 7.307650089263916 (7.169251065505178) | > loss_mel: 17.85468864440918 (17.867593879334652) | > loss_duration: 2.1245856285095215 (2.0393928494750027) | > loss_1: 31.937578201293945 (31.514466710067822) | > grad_norm_1: tensor(479.2896, device='cuda:0') (tensor(199.4891, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.3966 (0.37732352594439494) | > loader_time: 0.0051 (0.004063536675923176)  --> TIME: 2024-06-11 12:11:02 -- STEP: 234/330 -- GLOBAL_STEP: 245975 | > loss_disc: 2.4561245441436768 (2.347458294314197) | > loss_disc_real_0: 0.18318387866020203 (0.1144132257367556) | > loss_disc_real_1: 0.19300122559070587 (0.19839223187703353) | > loss_disc_real_2: 0.22636598348617554 (0.212680029308694) | > loss_disc_real_3: 0.21925391256809235 (0.22944463369173881) | > loss_disc_real_4: 0.2328774631023407 (0.22802979881182694) | > loss_disc_real_5: 0.21942158043384552 (0.22094009956742963) | > loss_0: 2.4561245441436768 (2.347458294314197) | > grad_norm_0: tensor(96.8710, device='cuda:0') (tensor(20.2951, device='cuda:0')) | > loss_gen: 2.4633772373199463 (2.510293032369045) | > loss_kl: 1.9247127771377563 (1.9373184783845885) | > loss_feat: 6.23621129989624 (7.175241046481663) | > loss_mel: 17.407337188720703 (17.846407527597528) | > loss_duration: 2.0978081226348877 (2.0473508646345535) | > loss_1: 30.129446029663086 (31.516610936221912) | > grad_norm_1: tensor(440.9240, device='cuda:0') (tensor(219.0148, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.416 (0.37984121966565776) | > loader_time: 0.0056 (0.004189306854182837)  --> TIME: 2024-06-11 12:11:12 -- STEP: 259/330 -- GLOBAL_STEP: 246000 | > loss_disc: 2.406668186187744 (2.347077927534184) | > loss_disc_real_0: 0.08912281692028046 (0.11464969107600713) | > loss_disc_real_1: 0.19600503146648407 (0.19868351202673892) | > loss_disc_real_2: 0.1904933899641037 (0.21248127485564314) | > loss_disc_real_3: 0.2309773713350296 (0.22926556143521343) | > loss_disc_real_4: 0.20043262839317322 (0.22711979813557334) | > loss_disc_real_5: 0.1664060652256012 (0.2207450077915744) | > loss_0: 2.406668186187744 (2.347077927534184) | > grad_norm_0: tensor(9.5626, device='cuda:0') (tensor(22.7895, device='cuda:0')) | > loss_gen: 2.6014015674591064 (2.5153657616795737) | > loss_kl: 1.9825410842895508 (1.9419257967628567) | > loss_feat: 7.301657199859619 (7.198676011737249) | > loss_mel: 17.930946350097656 (17.82317528669437) | > loss_duration: 2.150390148162842 (2.0547613872064114) | > loss_1: 31.966938018798828 (31.53390422659031) | > grad_norm_1: tensor(220.3919, device='cuda:0') (tensor(237.9809, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.4269 (0.38342623544936016) | > loader_time: 0.0055 (0.004325252702337433) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_246000.pth  --> TIME: 2024-06-11 12:11:29 -- STEP: 284/330 -- GLOBAL_STEP: 246025 | > loss_disc: 2.4296250343322754 (2.3528438395177824) | > loss_disc_real_0: 0.11543364822864532 (0.11571566764475175) | > loss_disc_real_1: 0.21140308678150177 (0.19898569484201956) | > loss_disc_real_2: 0.22747278213500977 (0.21287300206825763) | > loss_disc_real_3: 0.23427459597587585 (0.2295849481728715) | > loss_disc_real_4: 0.20108740031719208 (0.2282054676661189) | > loss_disc_real_5: 0.20147430896759033 (0.22179051997586036) | > loss_0: 2.4296250343322754 (2.3528438395177824) | > grad_norm_0: tensor(17.6002, device='cuda:0') (tensor(22.6064, device='cuda:0')) | > loss_gen: 2.4108853340148926 (2.5080030132347444) | > loss_kl: 2.0189614295959473 (1.9465112681959715) | > loss_feat: 6.711757659912109 (7.180257805636232) | > loss_mel: 18.482349395751953 (17.77321068333907) | > loss_duration: 2.1588761806488037 (2.0638387895805725) | > loss_1: 31.78282928466797 (31.471821529764526) | > grad_norm_1: tensor(229.2720, device='cuda:0') (tensor(238.1224, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.4663 (0.38969047052759526) | > loader_time: 0.0064 (0.0044876765197431525)  --> TIME: 2024-06-11 12:11:41 -- STEP: 309/330 -- GLOBAL_STEP: 246050 | > loss_disc: 2.5209574699401855 (2.3571542644192105) | > loss_disc_real_0: 0.1427367627620697 (0.11740987281342155) | > loss_disc_real_1: 0.19949810206890106 (0.1995404979943458) | > loss_disc_real_2: 0.2229396551847458 (0.21319718311712577) | > loss_disc_real_3: 0.2455979585647583 (0.2292690989847708) | > loss_disc_real_4: 0.20206259191036224 (0.22833165926647803) | > loss_disc_real_5: 0.21733148396015167 (0.221556216960586) | > loss_0: 2.5209574699401855 (2.3571542644192105) | > grad_norm_0: tensor(14.2784, device='cuda:0') (tensor(22.6204, device='cuda:0')) | > loss_gen: 2.3883047103881836 (2.5005103507859827) | > loss_kl: 1.9807722568511963 (1.9487793889246325) | > loss_feat: 7.109452724456787 (7.177852247910978) | > loss_mel: 17.41355323791504 (17.74056373213486) | > loss_duration: 2.2382006645202637 (2.075105706079108) | > loss_1: 31.13028335571289 (31.442811404231296) | > grad_norm_1: tensor(48.4283, device='cuda:0') (tensor(237.3068, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.4887 (0.3970717936271988) | > loader_time: 0.007 (0.00467103507526484)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.377188205718994 (2.377188205718994) | > loss_disc_real_0: 0.18423284590244293 (0.18423284590244293) | > loss_disc_real_1: 0.1710798591375351 (0.1710798591375351) | > loss_disc_real_2: 0.20126736164093018 (0.20126736164093018) | > loss_disc_real_3: 0.2590339183807373 (0.2590339183807373) | > loss_disc_real_4: 0.25547653436660767 (0.25547653436660767) | > loss_disc_real_5: 0.24777406454086304 (0.24777406454086304) | > loss_0: 2.377188205718994 (2.377188205718994) | > loss_gen: 2.5844507217407227 (2.5844507217407227) | > loss_kl: 2.36124587059021 (2.36124587059021) | > loss_feat: 6.866652488708496 (6.866652488708496) | > loss_mel: 16.396018981933594 (16.396018981933594) | > loss_duration: 2.86968994140625 (2.86968994140625) | > loss_1: 31.07805633544922 (31.07805633544922)  --> STEP: 1 | > loss_disc: 2.2584991455078125 (2.2584991455078125) | > loss_disc_real_0: 0.12942448258399963 (0.12942448258399963) | > loss_disc_real_1: 0.16597504913806915 (0.16597504913806915) | > loss_disc_real_2: 0.1819092184305191 (0.1819092184305191) | > loss_disc_real_3: 0.22407343983650208 (0.22407343983650208) | > loss_disc_real_4: 0.2687881290912628 (0.2687881290912628) | > loss_disc_real_5: 0.2462143898010254 (0.2462143898010254) | > loss_0: 2.2584991455078125 (2.2584991455078125) | > loss_gen: 2.527695417404175 (2.527695417404175) | > loss_kl: 2.5464718341827393 (2.5464718341827393) | > loss_feat: 5.794712543487549 (5.794712543487549) | > loss_mel: 17.37624740600586 (17.37624740600586) | > loss_duration: 2.367593288421631 (2.367593288421631) | > loss_1: 30.612720489501953 (30.612720489501953)  --> STEP: 2 | > loss_disc: 2.480189323425293 (2.3693442344665527) | > loss_disc_real_0: 0.08695056289434433 (0.10818752273917198) | > loss_disc_real_1: 0.23224832117557526 (0.1991116851568222) | > loss_disc_real_2: 0.21226850152015686 (0.19708885997533798) | > loss_disc_real_3: 0.257851243019104 (0.24096234142780304) | > loss_disc_real_4: 0.22617831826210022 (0.24748322367668152) | > loss_disc_real_5: 0.2190466672182083 (0.23263052850961685) | > loss_0: 2.480189323425293 (2.3693442344665527) | > loss_gen: 2.2318167686462402 (2.3797560930252075) | > loss_kl: 3.0070199966430664 (2.776745915412903) | > loss_feat: 6.0262041091918945 (5.910458326339722) | > loss_mel: 18.93716049194336 (18.15670394897461) | > loss_duration: 2.5296084880828857 (2.4486008882522583) | > loss_1: 32.7318115234375 (31.672266006469727)  --> STEP: 3 | > loss_disc: 2.3351991176605225 (2.3579625288645425) | > loss_disc_real_0: 0.12958186864852905 (0.11531897137562434) | > loss_disc_real_1: 0.25570008158683777 (0.2179744839668274) | > loss_disc_real_2: 0.19399183988571167 (0.19605651994546255) | > loss_disc_real_3: 0.2554767429828644 (0.24580047527949014) | > loss_disc_real_4: 0.2061872035264969 (0.23371788362661997) | > loss_disc_real_5: 0.20729553699493408 (0.22418553133805594) | > loss_0: 2.3351991176605225 (2.3579625288645425) | > loss_gen: 2.258453130722046 (2.339321772257487) | > loss_kl: 3.3897998332977295 (2.9810972213745117) | > loss_feat: 5.013073921203613 (5.6113301912943525) | > loss_mel: 15.801973342895508 (17.371793746948242) | > loss_duration: 2.2986927032470703 (2.398631493250529) | > loss_1: 28.761993408203125 (30.70217514038086)  --> STEP: 4 | > loss_disc: 2.440730571746826 (2.3786545395851135) | > loss_disc_real_0: 0.13696378469467163 (0.12073017470538616) | > loss_disc_real_1: 0.19525708258152008 (0.21229513362050056) | > loss_disc_real_2: 0.20316430926322937 (0.19783346727490425) | > loss_disc_real_3: 0.25781822204589844 (0.24880491197109222) | > loss_disc_real_4: 0.2281353920698166 (0.23232226073741913) | > loss_disc_real_5: 0.2386852353811264 (0.22781045734882355) | > loss_0: 2.440730571746826 (2.3786545395851135) | > loss_gen: 2.253732442855835 (2.317924439907074) | > loss_kl: 3.4504847526550293 (3.098444104194641) | > loss_feat: 6.035355091094971 (5.717336416244507) | > loss_mel: 18.289302825927734 (17.601171016693115) | > loss_duration: 2.340041160583496 (2.3839839100837708) | > loss_1: 32.36891555786133 (31.118860244750977)  --> STEP: 5 | > loss_disc: 2.5255160331726074 (2.408026838302612) | > loss_disc_real_0: 0.1599445343017578 (0.1285730466246605) | > loss_disc_real_1: 0.23598434031009674 (0.2170329749584198) | > loss_disc_real_2: 0.2185543030500412 (0.20197763442993164) | > loss_disc_real_3: 0.23042577505111694 (0.24512908458709717) | > loss_disc_real_4: 0.23399131000041962 (0.23265607059001922) | > loss_disc_real_5: 0.16770078241825104 (0.21578852236270904) | > loss_0: 2.5255160331726074 (2.408026838302612) | > loss_gen: 2.427999973297119 (2.339939546585083) | > loss_kl: 2.656637191772461 (3.010082721710205) | > loss_feat: 5.368034362792969 (5.647476005554199) | > loss_mel: 19.828655242919922 (18.046667861938477) | > loss_duration: 2.332726001739502 (2.373732328414917) | > loss_1: 32.614051818847656 (31.41789855957031)  --> STEP: 6 | > loss_disc: 2.3126068115234375 (2.392123500506083) | > loss_disc_real_0: 0.10494733601808548 (0.12463542819023132) | > loss_disc_real_1: 0.21903164684772491 (0.21736608693997064) | > loss_disc_real_2: 0.18951259553432465 (0.19990012794733047) | > loss_disc_real_3: 0.2743014991283417 (0.2499911536773046) | > loss_disc_real_4: 0.22454793751239777 (0.2313047150770823) | > loss_disc_real_5: 0.2030373215675354 (0.2136633222301801) | > loss_0: 2.3126068115234375 (2.392123500506083) | > loss_gen: 2.3522467613220215 (2.3419907490412393) | > loss_kl: 2.943002462387085 (2.998902678489685) | > loss_feat: 6.119221210479736 (5.726100206375122) | > loss_mel: 19.173460006713867 (18.234466552734375) | > loss_duration: 2.1320743560791016 (2.3334559996922812) | > loss_1: 32.72000503540039 (31.634916305541992)  --> STEP: 7 | > loss_disc: 1.9452847242355347 (2.3282893896102905) | > loss_disc_real_0: 0.09211704134941101 (0.11998994435582842) | > loss_disc_real_1: 0.1472894549369812 (0.20735513951097215) | > loss_disc_real_2: 0.16430750489234924 (0.1948154675109046) | > loss_disc_real_3: 0.14888857305049896 (0.2355479278734752) | > loss_disc_real_4: 0.15343494713306427 (0.22018046251365117) | > loss_disc_real_5: 0.1678716540336609 (0.20712165534496307) | > loss_0: 1.9452847242355347 (2.3282893896102905) | > loss_gen: 2.4135067462921143 (2.3522073200770786) | > loss_kl: 3.33651065826416 (3.0471323898860385) | > loss_feat: 8.450859069824219 (6.115351472582136) | > loss_mel: 20.800668716430664 (18.601066861833846) | > loss_duration: 2.5190579891204834 (2.3599705696105957) | > loss_1: 37.52060317993164 (32.47572871616909)  --> STEP: 8 | > loss_disc: 2.3676364421844482 (2.3332077711820602) | > loss_disc_real_0: 0.2387436181306839 (0.13483415357768536) | > loss_disc_real_1: 0.2011396586894989 (0.206578204408288) | > loss_disc_real_2: 0.14016495645046234 (0.1879841536283493) | > loss_disc_real_3: 0.14965982735157013 (0.22481191530823708) | > loss_disc_real_4: 0.18761283159255981 (0.21610950864851475) | > loss_disc_real_5: 0.20629508793354034 (0.20701833441853523) | > loss_0: 2.3676364421844482 (2.3332077711820602) | > loss_gen: 2.2616236209869385 (2.340884357690811) | > loss_kl: 3.005023717880249 (3.041868805885315) | > loss_feat: 7.9483723640441895 (6.344479084014893) | > loss_mel: 17.801841735839844 (18.501163721084595) | > loss_duration: 2.2659075260162354 (2.3482126891613007) | > loss_1: 33.28276824951172 (32.576608657836914)  --> STEP: 9 | > loss_disc: 2.574716567993164 (2.3600420819388495) | > loss_disc_real_0: 0.1934543251991272 (0.1413475059800678) | > loss_disc_real_1: 0.26964929699897766 (0.2135861035850313) | > loss_disc_real_2: 0.15542645752429962 (0.18436663183901045) | > loss_disc_real_3: 0.18984483182430267 (0.22092668381002215) | > loss_disc_real_4: 0.2216579020023346 (0.21672599679893917) | > loss_disc_real_5: 0.21437078714370728 (0.20783527361022103) | > loss_0: 2.574716567993164 (2.3600420819388495) | > loss_gen: 2.353670597076416 (2.3423050509558783) | > loss_kl: 2.5776119232177734 (2.990284707811144) | > loss_feat: 10.456991195678711 (6.801424874199761) | > loss_mel: 18.561899185180664 (18.507912105984158) | > loss_duration: 2.160215377807617 (2.3273240990108914) | > loss_1: 36.110389709472656 (32.969250996907554)  --> STEP: 10 | > loss_disc: 2.7095885276794434 (2.394996726512909) | > loss_disc_real_0: 0.2648283839225769 (0.15369559377431868) | > loss_disc_real_1: 0.2369343340396881 (0.21592092663049697) | > loss_disc_real_2: 0.2776159942150116 (0.19369156807661056) | > loss_disc_real_3: 0.2670809328556061 (0.22554210871458052) | > loss_disc_real_4: 0.19899193942546844 (0.2149525910615921) | > loss_disc_real_5: 0.20947790145874023 (0.20799953639507293) | > loss_0: 2.7095885276794434 (2.394996726512909) | > loss_gen: 2.2447218894958496 (2.3325467348098754) | > loss_kl: 2.734764814376831 (2.9647327184677126) | > loss_feat: 4.283799171447754 (6.549662303924561) | > loss_mel: 15.558381080627441 (18.212959003448486) | > loss_duration: 2.405149459838867 (2.335106635093689) | > loss_1: 27.226818084716797 (32.39500770568848)  --> STEP: 11 | > loss_disc: 2.5533061027526855 (2.4093884879892524) | > loss_disc_real_0: 0.18509775400161743 (0.15655033561316403) | > loss_disc_real_1: 0.22462555766105652 (0.2167122567241842) | > loss_disc_real_2: 0.18269649147987366 (0.1926920156587254) | > loss_disc_real_3: 0.2696339786052704 (0.22955046052282507) | > loss_disc_real_4: 0.27220913767814636 (0.22015773166309704) | > loss_disc_real_5: 0.24458301067352295 (0.21132530678402295) | > loss_0: 2.5533061027526855 (2.4093884879892524) | > loss_gen: 2.286269426345825 (2.328339706767689) | > loss_kl: 3.3113014698028564 (2.9962389685890893) | > loss_feat: 6.807052135467529 (6.573061379519376) | > loss_mel: 16.814577102661133 (18.08583337610418) | > loss_duration: 2.404320478439331 (2.3413988026705654) | > loss_1: 31.623519897460938 (32.32487245039506)  --> STEP: 12 | > loss_disc: 2.4800305366516113 (2.4152753253777823) | > loss_disc_real_0: 0.1096724271774292 (0.15264384324351946) | > loss_disc_real_1: 0.2740590572357178 (0.221491156766812) | > loss_disc_real_2: 0.15509732067584991 (0.18955912441015244) | > loss_disc_real_3: 0.2817770540714264 (0.23390267665187517) | > loss_disc_real_4: 0.2560579180717468 (0.22314941386381784) | > loss_disc_real_5: 0.23003870248794556 (0.21288475642601648) | > loss_0: 2.4800305366516113 (2.4152753253777823) | > loss_gen: 2.4400107860565186 (2.337645630041758) | > loss_kl: 2.6792941093444824 (2.969826896985372) | > loss_feat: 7.38928747177124 (6.641080220540364) | > loss_mel: 17.5083065032959 (18.037706136703488) | > loss_duration: 2.253655433654785 (2.334086855252584) | > loss_1: 32.27055358886719 (32.320345878601074)  --> STEP: 13 | > loss_disc: 2.20849609375 (2.3993692306371837) | > loss_disc_real_0: 0.19229529798030853 (0.1556939551463494) | > loss_disc_real_1: 0.2380731701850891 (0.22276669626052564) | > loss_disc_real_2: 0.16576553881168365 (0.18772884859488562) | > loss_disc_real_3: 0.21768394112586975 (0.2326550816114132) | > loss_disc_real_4: 0.1727789044380188 (0.21927475929260254) | > loss_disc_real_5: 0.1457548439502716 (0.20772091700480536) | > loss_0: 2.20849609375 (2.3993692306371837) | > loss_gen: 2.4415481090545654 (2.3456381284273586) | > loss_kl: 2.9231197834014893 (2.966234042094304) | > loss_feat: 7.571812629699707 (6.712675021244929) | > loss_mel: 18.109365463256836 (18.043218392592205) | > loss_duration: 2.2360503673553467 (2.3265455869527965) | > loss_1: 33.28189468383789 (32.3943111713116)  --> STEP: 14 | > loss_disc: 2.3709869384765625 (2.397341924054282) | > loss_disc_real_0: 0.19572916626930237 (0.15855361308370317) | > loss_disc_real_1: 0.2413904219865799 (0.2240969623838152) | > loss_disc_real_2: 0.133591428399086 (0.18386189000947134) | > loss_disc_real_3: 0.1911383718252182 (0.22968960234097072) | > loss_disc_real_4: 0.23974457383155823 (0.22073688890252793) | > loss_disc_real_5: 0.271289199590683 (0.21226150861808232) | > loss_0: 2.3709869384765625 (2.397341924054282) | > loss_gen: 2.6558592319488525 (2.367796778678894) | > loss_kl: 2.624563455581665 (2.9418290002005443) | > loss_feat: 8.75854778289795 (6.8588087899344305) | > loss_mel: 19.760215759277344 (18.165861061641145) | > loss_duration: 2.379685640335083 (2.330341305051531) | > loss_1: 36.178871154785156 (32.66463688441685)  --> STEP: 15 | > loss_disc: 2.623121976852417 (2.4123939275741577) | > loss_disc_real_0: 0.2968128025531769 (0.1677708923816681) | > loss_disc_real_1: 0.23334017395973206 (0.22471317648887634) | > loss_disc_real_2: 0.17392487823963165 (0.1831994225581487) | > loss_disc_real_3: 0.19939500093460083 (0.22766996224721273) | > loss_disc_real_4: 0.19985570013523102 (0.21934480965137482) | > loss_disc_real_5: 0.21766117215156555 (0.2126214861869812) | > loss_0: 2.623121976852417 (2.4123939275741577) | > loss_gen: 2.160214424133301 (2.3539579550425214) | > loss_kl: 3.5627634525299072 (2.983224630355835) | > loss_feat: 6.874074459075928 (6.859826501210531) | > loss_mel: 18.746763229370117 (18.204587872823076) | > loss_duration: 2.3558645248413086 (2.332042853037516) | > loss_1: 33.69968032836914 (32.73363978068034)  --> STEP: 16 | > loss_disc: 2.5381052494049072 (2.4202508851885796) | > loss_disc_real_0: 0.2868316173553467 (0.175212187692523) | > loss_disc_real_1: 0.217308908700943 (0.2242504097521305) | > loss_disc_real_2: 0.17062456905841827 (0.18241349421441555) | > loss_disc_real_3: 0.28072047233581543 (0.2309856191277504) | > loss_disc_real_4: 0.2720310091972351 (0.22263769712299109) | > loss_disc_real_5: 0.23056833446025848 (0.21374316420406103) | > loss_0: 2.5381052494049072 (2.4202508851885796) | > loss_gen: 2.4053423404693604 (2.3571694791316986) | > loss_kl: 2.4974656105041504 (2.9528646916151047) | > loss_feat: 7.374751567840576 (6.8920093178749084) | > loss_mel: 17.878236770629883 (18.184190928936) | > loss_duration: 2.3885514736175537 (2.3355746418237686) | > loss_1: 32.54434585571289 (32.72180891036987)  --> STEP: 17 | > loss_disc: 2.4033875465393066 (2.4192589240915634) | > loss_disc_real_0: 0.21966910362243652 (0.17782730039428263) | > loss_disc_real_1: 0.2300986349582672 (0.22459442299955032) | > loss_disc_real_2: 0.2355445921421051 (0.18553885291604436) | > loss_disc_real_3: 0.21312300860881805 (0.22993487733251908) | > loss_disc_real_4: 0.1953696310520172 (0.2210336932364632) | > loss_disc_real_5: 0.14886891841888428 (0.20992703209905064) | > loss_0: 2.4033875465393066 (2.4192589240915634) | > loss_gen: 2.3657100200653076 (2.357671863892499) | > loss_kl: 2.5510013103485107 (2.929225669187658) | > loss_feat: 7.178194046020508 (6.908843713648179) | > loss_mel: 17.57478904724121 (18.14834375942454) | > loss_duration: 2.3954737186431885 (2.3390981169307934) | > loss_1: 32.06517028808594 (32.68318310905905)  --> STEP: 18 | > loss_disc: 2.3144116401672363 (2.4134340749846563) | > loss_disc_real_0: 0.1175835058093071 (0.17448042291733953) | > loss_disc_real_1: 0.1898735761642456 (0.2226654870642556) | > loss_disc_real_2: 0.21504458785057068 (0.18717806041240692) | > loss_disc_real_3: 0.25489866733551025 (0.23132175455490747) | > loss_disc_real_4: 0.2403484284877777 (0.22210673408375847) | > loss_disc_real_5: 0.21205547451972961 (0.21004527890019947) | > loss_0: 2.3144116401672363 (2.4134340749846563) | > loss_gen: 2.495323657989502 (2.365319185786777) | > loss_kl: 1.950721025466919 (2.8748643000920615) | > loss_feat: 7.492932319641113 (6.941293080647786) | > loss_mel: 16.424415588378906 (18.05256997214423) | > loss_duration: 2.1916050910949707 (2.3309040599399142) | > loss_1: 30.554996490478516 (32.56495051913791)  --> STEP: 19 | > loss_disc: 2.6049790382385254 (2.4235153888401233) | > loss_disc_real_0: 0.20590025186538696 (0.1761340981251315) | > loss_disc_real_1: 0.2851106822490692 (0.22595207628450895) | > loss_disc_real_2: 0.19167444109916687 (0.18741471202749954) | > loss_disc_real_3: 0.1878298819065094 (0.2290327086260444) | > loss_disc_real_4: 0.20652653276920319 (0.22128672348825554) | > loss_disc_real_5: 0.30978497862815857 (0.21529473678061836) | > loss_0: 2.6049790382385254 (2.4235153888401233) | > loss_gen: 2.3425817489624023 (2.3641224785854944) | > loss_kl: 2.106873035430908 (2.8344437072151587) | > loss_feat: 7.827861785888672 (6.987954591449938) | > loss_mel: 16.69003677368164 (17.980857698540934) | > loss_duration: 2.2796943187713623 (2.3282088104047274) | > loss_1: 31.247047424316406 (32.49558719835783)  --> STEP: 20 | > loss_disc: 2.786682367324829 (2.4416737377643587) | > loss_disc_real_0: 0.2068903148174286 (0.17767190895974636) | > loss_disc_real_1: 0.3303683400154114 (0.23117288947105408) | > 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(0.21824435818763005) | > loss_disc_real_5: 0.1373780369758606 (0.21440274729615166) | > loss_0: 2.3113813400268555 (2.4354693378720964) | > loss_gen: 1.9792506694793701 (2.3375781377156577) | > loss_kl: 2.398817300796509 (2.7866917224157426) | > loss_feat: 5.96690559387207 (6.864038263048444) | > loss_mel: 16.8985538482666 (17.953814506530755) | > loss_duration: 2.1856603622436523 (2.322405735651652) | > loss_1: 29.429187774658203 (32.264528183710006)  --> STEP: 22 | > loss_disc: 2.323323965072632 (2.4303718209266663) | > loss_disc_real_0: 0.1257215142250061 (0.17373100160197777) | > loss_disc_real_1: 0.2901380956172943 (0.23081948337229816) | > loss_disc_real_2: 0.1846705824136734 (0.1865881918506189) | > loss_disc_real_3: 0.21146005392074585 (0.2255909971215508) | > loss_disc_real_4: 0.1993245929479599 (0.21738436885855414) | > loss_disc_real_5: 0.22568726539611816 (0.21491567993705923) | > loss_0: 2.323323965072632 (2.4303718209266663) | > loss_gen: 2.5597941875457764 (2.34767886725339) | > loss_kl: 2.0927844047546387 (2.755150480703874) | > loss_feat: 6.826922416687012 (6.862351179122925) | > loss_mel: 18.92377471923828 (17.99790360710837) | > loss_duration: 2.1957271099090576 (2.316647616299716) | > loss_1: 32.599002838134766 (32.27973157709295)  --> STEP: 23 | > loss_disc: 2.5612268447875977 (2.436061169790185) | > loss_disc_real_0: 0.22170472145080566 (0.17581681550844855) | > loss_disc_real_1: 0.188467338681221 (0.22897808577703394) | > loss_disc_real_2: 0.2273162454366684 (0.18835897678914276) | > loss_disc_real_3: 0.21147848665714264 (0.2249774097100548) | > loss_disc_real_4: 0.22796699404716492 (0.2178444829971894) | > loss_disc_real_5: 0.2349296510219574 (0.21578585259292438) | > loss_0: 2.5612268447875977 (2.436061169790185) | > loss_gen: 2.2189197540283203 (2.342080644939257) | > loss_kl: 2.153303623199463 (2.728983226029769) | > loss_feat: 5.151474475860596 (6.787965235502823) | > loss_mel: 16.389440536499023 (17.927970430125356) | > loss_duration: 2.2337849140167236 (2.313044890113499) | > loss_1: 28.146923065185547 (32.10004425048828)  --> STEP: 24 | > loss_disc: 2.5517005920410156 (2.4408794790506363) | > loss_disc_real_0: 0.11123016476631165 (0.17312570506085953) | > loss_disc_real_1: 0.1846265345811844 (0.22713010447720686) | > loss_disc_real_2: 0.1677372008562088 (0.18749973612527052) | > loss_disc_real_3: 0.2534119188785553 (0.226162180925409) | > loss_disc_real_4: 0.24918347597122192 (0.21915027437110743) | > loss_disc_real_5: 0.23211893439292908 (0.21646639766792455) | > loss_0: 2.5517005920410156 (2.4408794790506363) | > loss_gen: 2.4359402656555176 (2.345991462469101) | > loss_kl: 2.4440560340881348 (2.717111259698868) | > loss_feat: 7.927435874938965 (6.835443178812663) | > loss_mel: 19.21596336364746 (17.981636802355442) | > loss_duration: 2.3876399993896484 (2.3161530196666718) | > loss_1: 34.411033630371094 (32.19633547465006)  --> STEP: 25 | > loss_disc: 2.430887222290039 (2.4404797887802125) | > loss_disc_real_0: 0.1873283088207245 (0.17369380921125413) | > loss_disc_real_1: 0.19869525730609894 (0.22599271059036255) | > loss_disc_real_2: 0.19501814246177673 (0.18780047237873077) | > loss_disc_real_3: 0.20819467306137085 (0.22544348061084749) | > loss_disc_real_4: 0.22190143167972565 (0.21926032066345214) | > loss_disc_real_5: 0.2357664555311203 (0.2172383999824524) | > loss_0: 2.430887222290039 (2.4404797887802125) | > loss_gen: 2.3777413368225098 (2.347261457443237) | > loss_kl: 2.457183837890625 (2.706714162826538) | > loss_feat: 7.909669399261475 (6.878412227630616) | > loss_mel: 16.934831619262695 (17.939764595031733) | > loss_duration: 2.3636741638183594 (2.318053865432739) | > loss_1: 32.04309844970703 (32.19020599365234)  --> STEP: 26 | > loss_disc: 2.419931173324585 (2.4396894574165344) | > loss_disc_real_0: 0.17132563889026642 (0.17360272573736998) | > loss_disc_real_1: 0.22795991599559784 (0.22606837233671775) | > loss_disc_real_2: 0.26550278067588806 (0.1907890226978522) | > loss_disc_real_3: 0.2382056564092636 (0.22593433352617118) | > loss_disc_real_4: 0.18411244451999664 (0.21790847927331924) | > loss_disc_real_5: 0.26594364643096924 (0.21911167869201073) | > loss_0: 2.419931173324585 (2.4396894574165344) | > loss_gen: 2.4447379112243652 (2.351010551819434) | > loss_kl: 1.9493616819381714 (2.6775852212539086) | > loss_feat: 6.433523654937744 (6.861301128680889) | > loss_mel: 21.10588264465332 (18.061538366171025) | > loss_duration: 2.3250560760498047 (2.3183231812257032) | > loss_1: 34.25856018066406 (32.26975807776818) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024794523532573995 (-0.0002762537736159102) | > avg_loss_disc: 2.4396894574165344 (-0.05337622990975088) | > avg_loss_disc_real_0: 0.17360272573736998 (+0.032547830675657) | > avg_loss_disc_real_1: 0.22606837233671775 (+0.022551247133658497) | > avg_loss_disc_real_2: 0.1907890226978522 (-0.019519146531820297) | > avg_loss_disc_real_3: 0.22593433352617118 (-0.031825732153195646) | > avg_loss_disc_real_4: 0.21790847927331924 (-0.04296178599962819) | > avg_loss_disc_real_5: 0.21911167869201073 (-0.022625242288296044) | > avg_loss_0: 2.4396894574165344 (-0.05337622990975088) | > avg_loss_gen: 2.351010551819434 (+0.04937818417182305) | > avg_loss_kl: 2.6775852212539086 (-0.005567284730764399) | > avg_loss_feat: 6.861301128680889 (+0.09635468629690269) | > avg_loss_mel: 18.061538366171025 (+0.16295572427602778) | > avg_loss_duration: 2.3183231812257032 (+0.009027261000412956) | > avg_loss_1: 32.26975807776818 (+0.31214772737943264)  > EPOCH: 479/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:12:13)   --> TIME: 2024-06-11 12:12:15 -- STEP: 4/330 -- GLOBAL_STEP: 246075 | > loss_disc: 2.2455718517303467 (2.3005232214927673) | > loss_disc_real_0: 0.09931205958127975 (0.10179611295461655) | > loss_disc_real_1: 0.21478863060474396 (0.2087334431707859) | > loss_disc_real_2: 0.2233581244945526 (0.21711887419223785) | > loss_disc_real_3: 0.22624623775482178 (0.21698341518640518) | > loss_disc_real_4: 0.1971857100725174 (0.20062431320548058) | > loss_disc_real_5: 0.21085846424102783 (0.20840627700090408) | > loss_0: 2.2455718517303467 (2.3005232214927673) | > grad_norm_0: tensor(5.1797, device='cuda:0') (tensor(5.5899, device='cuda:0')) | > loss_gen: 2.6149590015411377 (2.486505389213562) | > loss_kl: 1.8611676692962646 (2.0070241391658783) | > loss_feat: 7.224626064300537 (7.031567454338074) | > loss_mel: 19.036380767822266 (18.828049182891846) | > loss_duration: 2.1637754440307617 (2.19478178024292) | > loss_1: 32.900909423828125 (32.54792785644531) | > grad_norm_1: tensor(85.5889, device='cuda:0') (tensor(66.0673, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3427 (0.3733539581298828) | > loader_time: 0.0028 (0.0029401183128356934)  --> TIME: 2024-06-11 12:12:25 -- STEP: 29/330 -- GLOBAL_STEP: 246100 | > loss_disc: 2.344611644744873 (2.295306213970842) | > loss_disc_real_0: 0.11394420266151428 (0.1042388667320383) | > loss_disc_real_1: 0.23937788605690002 (0.19624377632963247) | > loss_disc_real_2: 0.20177674293518066 (0.20804286825245824) | > loss_disc_real_3: 0.21594536304473877 (0.22309970907096205) | > loss_disc_real_4: 0.2150745987892151 (0.2237930935004662) | > loss_disc_real_5: 0.22206316888332367 (0.21636401373764563) | > loss_0: 2.344611644744873 (2.295306213970842) | > grad_norm_0: tensor(12.0743, device='cuda:0') (tensor(9.2848, device='cuda:0')) | > loss_gen: 2.606102466583252 (2.5308835753079117) | > loss_kl: 1.5444579124450684 (1.8659317287905464) | > loss_feat: 7.465066909790039 (7.076461216499066) | > loss_mel: 18.181556701660156 (18.093578799017543) | > loss_duration: 2.002166748046875 (2.057359411798674) | > loss_1: 31.79935073852539 (31.624214501216493) | > grad_norm_1: tensor(115.7956, device='cuda:0') (tensor(94.1200, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3612 (0.3599931864902891) | > loader_time: 0.0031 (0.003106076141883587)  --> TIME: 2024-06-11 12:12:34 -- STEP: 54/330 -- GLOBAL_STEP: 246125 | > loss_disc: 2.30159330368042 (2.3099795933122986) | > loss_disc_real_0: 0.09178091585636139 (0.10804241923270402) | > loss_disc_real_1: 0.213707834482193 (0.19681318242240836) | > loss_disc_real_2: 0.18229065835475922 (0.20755392947682627) | > loss_disc_real_3: 0.23004508018493652 (0.22641801309806328) | > loss_disc_real_4: 0.1965460181236267 (0.2275597701470057) | > loss_disc_real_5: 0.19670197367668152 (0.21933430405678572) | > loss_0: 2.30159330368042 (2.3099795933122986) | > grad_norm_0: tensor(5.4525, device='cuda:0') (tensor(10.7657, device='cuda:0')) | > loss_gen: 2.4268712997436523 (2.5266959843812153) | > loss_kl: 1.8098766803741455 (1.901775881096169) | > loss_feat: 6.42048454284668 (7.133986040397927) | > loss_mel: 18.050600051879883 (18.065943152816207) | > loss_duration: 1.986924648284912 (2.0295149396967) | > loss_1: 30.69475746154785 (31.657915927745677) | > grad_norm_1: tensor(58.2448, device='cuda:0') (tensor(131.1765, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3505 (0.3615356109760426) | > loader_time: 0.0033 (0.003233967003998933)  --> TIME: 2024-06-11 12:12:43 -- STEP: 79/330 -- GLOBAL_STEP: 246150 | > loss_disc: 2.2386224269866943 (2.3177576970450486) | > loss_disc_real_0: 0.07599431276321411 (0.10928539884618566) | > loss_disc_real_1: 0.1793546974658966 (0.19781373346908185) | > loss_disc_real_2: 0.18096701800823212 (0.2090477977372423) | > loss_disc_real_3: 0.20306898653507233 (0.22698169908946073) | > loss_disc_real_4: 0.20982006192207336 (0.22691402952127818) | > loss_disc_real_5: 0.2023904174566269 (0.21950315580337862) | > loss_0: 2.2386224269866943 (2.3177576970450486) | > grad_norm_0: tensor(23.4215, device='cuda:0') (tensor(13.4188, device='cuda:0')) | > loss_gen: 2.7286484241485596 (2.5120718690413457) | > loss_kl: 2.0152065753936768 (1.9252899568292159) | > loss_feat: 7.246315956115723 (7.1105499267578125) | > loss_mel: 18.063796997070312 (17.98199784001217) | > loss_duration: 1.9596105813980103 (2.019211047812353) | > loss_1: 32.013580322265625 (31.54912062536312) | > grad_norm_1: tensor(385.6341, device='cuda:0') (tensor(163.9053, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3883 (0.3638533640511428) | > loader_time: 0.0035 (0.0033282358435135855)  --> TIME: 2024-06-11 12:12:53 -- STEP: 104/330 -- GLOBAL_STEP: 246175 | > loss_disc: 2.2816214561462402 (2.3244327352597165) | > loss_disc_real_0: 0.12060751020908356 (0.11036785620336349) | > loss_disc_real_1: 0.18652202188968658 (0.19715698306950238) | > loss_disc_real_2: 0.19331195950508118 (0.20957498911481637) | > loss_disc_real_3: 0.1972484439611435 (0.22732549303999314) | > loss_disc_real_4: 0.19809125363826752 (0.22781640907319692) | > loss_disc_real_5: 0.2005041539669037 (0.22092967107892036) | > loss_0: 2.2816214561462402 (2.3244327352597165) | > grad_norm_0: tensor(8.4388, device='cuda:0') (tensor(13.9373, device='cuda:0')) | > loss_gen: 2.501251220703125 (2.508269144938542) | > loss_kl: 1.9131497144699097 (1.9252873980082) | > loss_feat: 6.923066139221191 (7.1312686296609735) | > loss_mel: 17.870746612548828 (17.97587270003098) | > loss_duration: 2.079244613647461 (2.0200761040815944) | > loss_1: 31.287458419799805 (31.560773904506977) | > grad_norm_1: tensor(243.7089, device='cuda:0') (tensor(169.5325, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3672 (0.36567015602038455) | > loader_time: 0.0037 (0.003449870989872859)  --> TIME: 2024-06-11 12:13:02 -- STEP: 129/330 -- GLOBAL_STEP: 246200 | > loss_disc: 2.4552206993103027 (2.328832277031832) | > loss_disc_real_0: 0.20474004745483398 (0.11121525060991909) | > loss_disc_real_1: 0.20096047222614288 (0.1975523214931636) | > loss_disc_real_2: 0.26144903898239136 (0.21012741592965384) | > loss_disc_real_3: 0.27030181884765625 (0.22784911650557851) | > loss_disc_real_4: 0.2876793444156647 (0.22830798078415004) | > loss_disc_real_5: 0.22656650841236115 (0.22089775241622628) | > loss_0: 2.4552206993103027 (2.328832277031832) | > grad_norm_0: tensor(51.8581, device='cuda:0') (tensor(16.1644, device='cuda:0')) | > loss_gen: 2.659796953201294 (2.5123040472814275) | > loss_kl: 2.0762741565704346 (1.929332462392112) | > loss_feat: 6.850515365600586 (7.118068632229354) | > loss_mel: 18.21673583984375 (17.948821370915848) | > loss_duration: 1.9981703758239746 (2.021235629569653) | > loss_1: 31.80149269104004 (31.52976207585298) | > grad_norm_1: tensor(236.4700, device='cuda:0') (tensor(185.6707, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3796 (0.36695059140523273) | > loader_time: 0.004 (0.0035613230032514234)  --> TIME: 2024-06-11 12:13:12 -- STEP: 154/330 -- GLOBAL_STEP: 246225 | > loss_disc: 2.4073984622955322 (2.3314768246241977) | > loss_disc_real_0: 0.16271576285362244 (0.11151222308928316) | > loss_disc_real_1: 0.18300385773181915 (0.19755867791253254) | > loss_disc_real_2: 0.2320142686367035 (0.21060562327310636) | > loss_disc_real_3: 0.21980126202106476 (0.22776974234488104) | > loss_disc_real_4: 0.22873100638389587 (0.22867808829654346) | > loss_disc_real_5: 0.23538871109485626 (0.22182793199241935) | > loss_0: 2.4073984622955322 (2.3314768246241977) | > grad_norm_0: tensor(14.4248, device='cuda:0') (tensor(19.0047, device='cuda:0')) | > loss_gen: 2.5415732860565186 (2.519824792812396) | > loss_kl: 1.9492970705032349 (1.934776241903181) | > loss_feat: 6.747404098510742 (7.143621974177175) | > loss_mel: 17.736482620239258 (17.953171383250844) | > loss_duration: 2.04449725151062 (2.0242267405831975) | > loss_1: 31.01925277709961 (31.575620998035777) | > grad_norm_1: tensor(303.1381, device='cuda:0') (tensor(209.4550, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.3842 (0.3684968065905881) | > loader_time: 0.0041 (0.0036666718396273527)  --> TIME: 2024-06-11 12:13:22 -- STEP: 179/330 -- GLOBAL_STEP: 246250 | > loss_disc: 2.4462220668792725 (2.3358833110532276) | > loss_disc_real_0: 0.2436380237340927 (0.11339127135010404) | > loss_disc_real_1: 0.20692168176174164 (0.19827372235292834) | > loss_disc_real_2: 0.23054809868335724 (0.21154611953143967) | > loss_disc_real_3: 0.25593215227127075 (0.22799148922525972) | > loss_disc_real_4: 0.22300535440444946 (0.22783551510818845) | > loss_disc_real_5: 0.21701680123806 (0.2214427950828435) | > loss_0: 2.4462220668792725 (2.3358833110532276) | > grad_norm_0: tensor(76.3940, device='cuda:0') (tensor(21.3537, device='cuda:0')) | > loss_gen: 2.5862858295440674 (2.5239846479959325) | > loss_kl: 1.941058874130249 (1.9373198834211467) | > loss_feat: 7.03718376159668 (7.154588931099663) | > loss_mel: 17.843109130859375 (17.939880062081965) | > loss_duration: 2.080645799636841 (2.0303993538105303) | > loss_1: 31.488285064697266 (31.58617275387215) | > grad_norm_1: tensor(417.6252, device='cuda:0') (tensor(230.7622, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.4001 (0.37164576626356755) | > loader_time: 0.0044 (0.0037968984529292782)  --> TIME: 2024-06-11 12:13:32 -- STEP: 204/330 -- GLOBAL_STEP: 246275 | > loss_disc: 2.390069007873535 (2.341493396198048) | > loss_disc_real_0: 0.11961645632982254 (0.11473446019797348) | > loss_disc_real_1: 0.20669810473918915 (0.1985141286516891) | > loss_disc_real_2: 0.21845567226409912 (0.2118492615865726) | > loss_disc_real_3: 0.24628576636314392 (0.22838116247279971) | > loss_disc_real_4: 0.241556778550148 (0.22827677567507706) | > loss_disc_real_5: 0.22352410852909088 (0.22238165242414848) | > loss_0: 2.390069007873535 (2.341493396198048) | > grad_norm_0: tensor(14.2286, device='cuda:0') (tensor(23.9859, device='cuda:0')) | > loss_gen: 2.662809133529663 (2.526353874627282) | > loss_kl: 1.835728645324707 (1.9384759232109667) | > loss_feat: 7.361506938934326 (7.173703413383634) | > loss_mel: 17.55242919921875 (17.88938107210048) | > loss_duration: 2.0167417526245117 (2.0376558110994463) | > loss_1: 31.429214477539062 (31.565569961772244) | > grad_norm_1: tensor(458.1343, device='cuda:0') (tensor(251.4819, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.4127 (0.3749262152933607) | > loader_time: 0.0047 (0.003938004082324459)  --> TIME: 2024-06-11 12:13:43 -- STEP: 229/330 -- GLOBAL_STEP: 246300 | > loss_disc: 2.4476213455200195 (2.3455336375007456) | > loss_disc_real_0: 0.17630352079868317 (0.11605374324725184) | > loss_disc_real_1: 0.2004982829093933 (0.1989359276523757) | > loss_disc_real_2: 0.18395233154296875 (0.2122478758403828) | > loss_disc_real_3: 0.21553519368171692 (0.22830373185430552) | > loss_disc_real_4: 0.21467915177345276 (0.22813807317263174) | > loss_disc_real_5: 0.2246045023202896 (0.22204504588285387) | > loss_0: 2.4476213455200195 (2.3455336375007456) | > grad_norm_0: tensor(36.7602, device='cuda:0') (tensor(26.4213, device='cuda:0')) | > loss_gen: 2.5043087005615234 (2.5219643699029652) | > loss_kl: 2.018071174621582 (1.9367465441924516) | > loss_feat: 6.343225479125977 (7.149127385501778) | > loss_mel: 18.038591384887695 (17.84744018654637) | > loss_duration: 2.146777629852295 (2.046120753454851) | > loss_1: 31.050973892211914 (31.501399194309286) | > grad_norm_1: tensor(241.8004, device='cuda:0') (tensor(268.9884, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.4174 (0.3789357514360586) | > loader_time: 0.0054 (0.0041011837372092715)  --> TIME: 2024-06-11 12:13:53 -- STEP: 254/330 -- GLOBAL_STEP: 246325 | > loss_disc: 2.33270001411438 (2.3466044279534044) | > loss_disc_real_0: 0.1347874104976654 (0.11712687898163252) | > loss_disc_real_1: 0.17418211698532104 (0.19905387950459805) | > loss_disc_real_2: 0.25865092873573303 (0.21250766920527137) | > loss_disc_real_3: 0.24914228916168213 (0.22805019438736082) | > loss_disc_real_4: 0.251339852809906 (0.2283093911104315) | > loss_disc_real_5: 0.24744674563407898 (0.22156192790570223) | > loss_0: 2.33270001411438 (2.3466044279534044) | > grad_norm_0: tensor(14.6262, device='cuda:0') (tensor(26.4181, device='cuda:0')) | > loss_gen: 2.6320459842681885 (2.51548159591795) | > loss_kl: 2.0256001949310303 (1.933917974393199) | > loss_feat: 7.755843639373779 (7.13188983511737) | > loss_mel: 17.445974349975586 (17.781888180830354) | > loss_duration: 2.0772504806518555 (2.0528583784741694) | > loss_1: 31.93671417236328 (31.41603594502126) | > grad_norm_1: tensor(232.1815, device='cuda:0') (tensor(268.9449, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.4316 (0.38318958338790055) | > loader_time: 0.0064 (0.004264848438773569)  --> TIME: 2024-06-11 12:14:05 -- STEP: 279/330 -- GLOBAL_STEP: 246350 | > loss_disc: 2.393683433532715 (2.3491329078605947) | > loss_disc_real_0: 0.10855040699243546 (0.11770032740141328) | > loss_disc_real_1: 0.15916402637958527 (0.19900609996156457) | > loss_disc_real_2: 0.22415956854820251 (0.2124366941845118) | > loss_disc_real_3: 0.2500833570957184 (0.22802258931821393) | > loss_disc_real_4: 0.238107830286026 (0.2284616880305779) | > loss_disc_real_5: 0.2211950421333313 (0.22180726675577062) | > loss_0: 2.393683433532715 (2.3491329078605947) | > grad_norm_0: tensor(10.2592, device='cuda:0') (tensor(26.2587, device='cuda:0')) | > loss_gen: 2.5266098976135254 (2.5100202611697626) | > loss_kl: 1.9381611347198486 (1.933996171079656) | > loss_feat: 7.500513076782227 (7.145693409827448) | > loss_mel: 17.86897087097168 (17.746337644515506) | > loss_duration: 2.1380412578582764 (2.0617188856165902) | > loss_1: 31.972293853759766 (31.397766325208877) | > grad_norm_1: tensor(43.8063, device='cuda:0') (tensor(272.7880, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.4332 (0.3880175236732728) | > loader_time: 0.0063 (0.004426939085820244)  --> TIME: 2024-06-11 12:14:16 -- STEP: 304/330 -- GLOBAL_STEP: 246375 | > loss_disc: 2.483471393585205 (2.3502478497593016) | > loss_disc_real_0: 0.21815791726112366 (0.11885209024981841) | > loss_disc_real_1: 0.212650865316391 (0.1992729488564165) | > loss_disc_real_2: 0.25479844212532043 (0.21224609419311358) | > loss_disc_real_3: 0.26416313648223877 (0.227788733416482) | > loss_disc_real_4: 0.25684869289398193 (0.22819382658130244) | > loss_disc_real_5: 0.22874268889427185 (0.22157852229123054) | > loss_0: 2.483471393585205 (2.3502478497593016) | > grad_norm_0: tensor(55.0887, device='cuda:0') (tensor(27.9777, device='cuda:0')) | > loss_gen: 2.6789162158966064 (2.509542216595851) | > loss_kl: 2.1123180389404297 (1.93715923828514) | > loss_feat: 8.3112211227417 (7.170261100718849) | > loss_mel: 17.72300910949707 (17.710027744895537) | > loss_duration: 2.2056493759155273 (2.0720467971343757) | > loss_1: 33.0311164855957 (31.39903702233967) | > grad_norm_1: tensor(395.1873, device='cuda:0') (tensor(286.2621, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.468 (0.39444432995821294) | > loader_time: 0.0076 (0.004626507821835968)  --> TIME: 2024-06-11 12:14:47 -- STEP: 329/330 -- GLOBAL_STEP: 246400 | > loss_disc: 2.520353078842163 (2.3567831161174366) | > loss_disc_real_0: 0.13447843492031097 (0.12053299259315146) | > loss_disc_real_1: 0.3568660318851471 (0.20036657136443176) | > loss_disc_real_2: 0.16735923290252686 (0.2126651018586203) | > loss_disc_real_3: 0.18985934555530548 (0.22786531028957716) | > loss_disc_real_4: 0.22608336806297302 (0.2286992714397813) | > loss_disc_real_5: 0.22592924535274506 (0.22213212511640915) | > loss_0: 2.520353078842163 (2.3567831161174366) | > grad_norm_0: tensor(10.3444, device='cuda:0') (tensor(28.9842, device='cuda:0')) | > loss_gen: 2.103483200073242 (2.508902833092177) | > loss_kl: 2.2163329124450684 (1.946377396221219) | > loss_feat: 12.532401084899902 (7.260506399496711) | > loss_mel: 18.504262924194336 (17.674618434036404) | > loss_duration: 2.288595676422119 (2.0863031873587072) | > loss_1: 37.64508056640625 (31.47670820056486) | > grad_norm_1: tensor(108.6927, device='cuda:0') (tensor(293.3730, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 16.1277 (0.4555674736985321) | > loader_time: 0.0335 (0.0051023764450861655)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.414025068283081 (2.414025068283081) | > loss_disc_real_0: 0.1092616617679596 (0.1092616617679596) | > loss_disc_real_1: 0.25987595319747925 (0.25987595319747925) | > loss_disc_real_2: 0.24489736557006836 (0.24489736557006836) | > loss_disc_real_3: 0.2835850119590759 (0.2835850119590759) | > loss_disc_real_4: 0.26129046082496643 (0.26129046082496643) | > loss_disc_real_5: 0.27463775873184204 (0.27463775873184204) | > loss_0: 2.414025068283081 (2.414025068283081) | > loss_gen: 2.609482526779175 (2.609482526779175) | > loss_kl: 2.142547607421875 (2.142547607421875) | > loss_feat: 5.121034145355225 (5.121034145355225) | > loss_mel: 14.419853210449219 (14.419853210449219) | > loss_duration: 3.013951539993286 (3.013951539993286) | > loss_1: 27.306869506835938 (27.306869506835938)  --> STEP: 1 | > loss_disc: 2.320969343185425 (2.320969343185425) | > loss_disc_real_0: 0.06265417486429214 (0.06265417486429214) | > loss_disc_real_1: 0.15955407917499542 (0.15955407917499542) | > loss_disc_real_2: 0.2250852882862091 (0.2250852882862091) | > loss_disc_real_3: 0.2594168782234192 (0.2594168782234192) | > loss_disc_real_4: 0.241720050573349 (0.241720050573349) | > loss_disc_real_5: 0.22097742557525635 (0.22097742557525635) | > loss_0: 2.320969343185425 (2.320969343185425) | > loss_gen: 2.213310718536377 (2.213310718536377) | > loss_kl: 2.8170247077941895 (2.8170247077941895) | > loss_feat: 6.607849597930908 (6.607849597930908) | > loss_mel: 19.687881469726562 (19.687881469726562) | > loss_duration: 2.334897518157959 (2.334897518157959) | > loss_1: 33.66096115112305 (33.66096115112305)  --> STEP: 2 | > loss_disc: 2.176694869995117 (2.248832106590271) | > loss_disc_real_0: 0.06957708299160004 (0.06611562892794609) | > loss_disc_real_1: 0.24575284123420715 (0.2026534602046013) | > loss_disc_real_2: 0.21363745629787445 (0.21936137229204178) | > loss_disc_real_3: 0.23773232102394104 (0.24857459962368011) | > loss_disc_real_4: 0.22147539258003235 (0.23159772157669067) | > loss_disc_real_5: 0.15599671006202698 (0.18848706781864166) | > loss_0: 2.176694869995117 (2.248832106590271) | > loss_gen: 2.5287580490112305 (2.3710343837738037) | > loss_kl: 2.447533130645752 (2.6322789192199707) | > loss_feat: 6.118585109710693 (6.363217353820801) | > loss_mel: 19.26133918762207 (19.474610328674316) | > loss_duration: 2.4047040939331055 (2.3698008060455322) | > loss_1: 32.760921478271484 (33.210941314697266)  --> STEP: 3 | > loss_disc: 2.2418558597564697 (2.246506690979004) | > loss_disc_real_0: 0.13572315871715546 (0.08931813885768254) | > loss_disc_real_1: 0.11446315795183182 (0.17325669278701147) | > loss_disc_real_2: 0.2612438499927521 (0.23332219819227853) | > loss_disc_real_3: 0.21663615107536316 (0.23792845010757446) | > loss_disc_real_4: 0.20305071771144867 (0.22208205362161001) | > loss_disc_real_5: 0.2368839830160141 (0.20461937288443247) | > loss_0: 2.2418558597564697 (2.246506690979004) | > loss_gen: 2.538259744644165 (2.426776170730591) | > loss_kl: 2.7218782901763916 (2.6621453762054443) | > loss_feat: 8.564576148986816 (7.09700361887614) | > loss_mel: 20.155298233032227 (19.70150629679362) | > loss_duration: 2.3340067863464355 (2.3578694661458335) | > loss_1: 36.314022064208984 (34.24530156453451)  --> STEP: 4 | > loss_disc: 2.34687876701355 (2.2715997099876404) | > loss_disc_real_0: 0.19632843136787415 (0.11607071198523045) | > loss_disc_real_1: 0.19399632513523102 (0.17844160087406635) | > loss_disc_real_2: 0.22946888208389282 (0.2323588691651821) | > loss_disc_real_3: 0.2690434157848358 (0.2457071915268898) | > loss_disc_real_4: 0.24454526603221893 (0.22769785672426224) | > loss_disc_real_5: 0.20706459879875183 (0.2052306793630123) | > loss_0: 2.34687876701355 (2.2715997099876404) | > loss_gen: 2.6337084770202637 (2.478509247303009) | > loss_kl: 3.207338333129883 (2.798443615436554) | > loss_feat: 7.1824822425842285 (7.118373274803162) | > loss_mel: 18.304527282714844 (19.352261543273926) | > loss_duration: 2.3553969860076904 (2.3572513461112976) | > loss_1: 33.68345260620117 (34.10483932495117)  --> STEP: 5 | > loss_disc: 2.206996440887451 (2.2586790561676025) | > loss_disc_real_0: 0.09928347915410995 (0.11271326541900635) | > loss_disc_real_1: 0.18330679833889008 (0.1794146403670311) | > loss_disc_real_2: 0.20808853209018707 (0.22750480175018312) | > loss_disc_real_3: 0.2635430693626404 (0.2492743670940399) | > loss_disc_real_4: 0.24301323294639587 (0.23076093196868896) | > loss_disc_real_5: 0.17832152545452118 (0.19984884858131408) | > loss_0: 2.206996440887451 (2.2586790561676025) | > loss_gen: 2.452298879623413 (2.47326717376709) | > loss_kl: 3.1928632259368896 (2.877327537536621) | > loss_feat: 7.214548587799072 (7.137608337402344) | > loss_mel: 20.576807022094727 (19.597170639038087) | > loss_duration: 2.3332743644714355 (2.3524559497833253) | > loss_1: 35.76979064941406 (34.43782958984375)  --> STEP: 6 | > loss_disc: 2.5849313735961914 (2.3130544424057007) | > loss_disc_real_0: 0.13675083220005035 (0.11671952654918034) | > loss_disc_real_1: 0.20593199133872986 (0.18383419886231422) | > loss_disc_real_2: 0.24936997890472412 (0.2311489979426066) | > loss_disc_real_3: 0.3140409290790558 (0.26006879409154254) | > loss_disc_real_4: 0.3118317425251007 (0.2442727337280909) | > loss_disc_real_5: 0.27478379011154175 (0.2123380055030187) | > loss_0: 2.5849313735961914 (2.3130544424057007) | > loss_gen: 2.5181851387023926 (2.480753501256307) | > loss_kl: 2.3118436336517334 (2.783080220222473) | > loss_feat: 5.868791580200195 (6.926138877868652) | > loss_mel: 18.8038387298584 (19.464948654174805) | > loss_duration: 2.203925848007202 (2.327700932820638) | > loss_1: 31.706584930419922 (33.982622146606445)  --> STEP: 7 | > loss_disc: 2.3089778423309326 (2.312472070966448) | > loss_disc_real_0: 0.1402500569820404 (0.12008103089673179) | > loss_disc_real_1: 0.16844235360622406 (0.18163536382572992) | > loss_disc_real_2: 0.28066563606262207 (0.2382228033883231) | > loss_disc_real_3: 0.2464694231748581 (0.2581260268177305) | > loss_disc_real_4: 0.23508228361606598 (0.24295981228351593) | > loss_disc_real_5: 0.22008918225765228 (0.21344531646796636) | > loss_0: 2.3089778423309326 (2.312472070966448) | > loss_gen: 2.389728307723999 (2.467749902180263) | > loss_kl: 4.434250831604004 (3.0189617361341203) | > loss_feat: 7.672677040100098 (7.032787186758859) | > loss_mel: 18.43964958190918 (19.318477358136857) | > loss_duration: 2.5769457817077637 (2.3633073398045132) | > loss_1: 35.51325225830078 (34.20128359113421)  --> STEP: 8 | > loss_disc: 2.3196959495544434 (2.3133750557899475) | > loss_disc_real_0: 0.17956660687923431 (0.1275167278945446) | > loss_disc_real_1: 0.1574248969554901 (0.17860905546694994) | > loss_disc_real_2: 0.1624019742012024 (0.22874519973993301) | > loss_disc_real_3: 0.283555805683136 (0.2613047491759062) | > loss_disc_real_4: 0.21436753869056702 (0.23938577808439732) | > loss_disc_real_5: 0.20031680166721344 (0.21180425211787224) | > loss_0: 2.3196959495544434 (2.3133750557899475) | > loss_gen: 2.4363460540771484 (2.4638244211673737) | > loss_kl: 2.946145534515381 (3.009859710931778) | > loss_feat: 8.6722993850708 (7.237726211547852) | > loss_mel: 19.022815704345703 (19.281519651412964) | > loss_duration: 2.2040255069732666 (2.3433971107006073) | > loss_1: 35.28163146972656 (34.33632707595825)  --> STEP: 9 | > loss_disc: 2.332314968109131 (2.315479490492079) | > loss_disc_real_0: 0.20211808383464813 (0.135805767443445) | > loss_disc_real_1: 0.1311917006969452 (0.17334046049250496) | > loss_disc_real_2: 0.1612161248922348 (0.22124196920129988) | > loss_disc_real_3: 0.2229691594839096 (0.2570452392101288) | > loss_disc_real_4: 0.3020358681678772 (0.24634689920478398) | > loss_disc_real_5: 0.16768194735050201 (0.20690177381038666) | > loss_0: 2.332314968109131 (2.315479490492079) | > loss_gen: 2.6175105571746826 (2.480900658501519) | > loss_kl: 2.751107692718506 (2.9811094866858587) | > loss_feat: 13.278990745544434 (7.90897782643636) | > loss_mel: 18.12826156616211 (19.15337986416287) | > loss_duration: 2.167356491088867 (2.3238370418548584) | > loss_1: 38.94322967529297 (34.848205142550995)  --> STEP: 10 | > loss_disc: 2.365739107131958 (2.320505452156067) | > loss_disc_real_0: 0.14733721315860748 (0.13695891201496124) | > loss_disc_real_1: 0.2716856300830841 (0.1831749774515629) | > loss_disc_real_2: 0.23719683289527893 (0.22283745557069778) | > loss_disc_real_3: 0.25947633385658264 (0.2572883486747742) | > loss_disc_real_4: 0.21519500017166138 (0.2432317093014717) | > loss_disc_real_5: 0.2142845094203949 (0.20764004737138747) | > loss_0: 2.365739107131958 (2.320505452156067) | > loss_gen: 2.6229686737060547 (2.4951074600219725) | > loss_kl: 2.349459171295166 (2.9179444551467895) | > loss_feat: 5.588688850402832 (7.676948928833008) | > loss_mel: 15.97872543334961 (18.835914421081544) | > loss_duration: 2.394486427307129 (2.3309019804000854) | > loss_1: 28.934329986572266 (34.25681762695312)  --> STEP: 11 | > loss_disc: 2.586374282836914 (2.3446753458543257) | > loss_disc_real_0: 0.2059573531150818 (0.14323149756951767) | > loss_disc_real_1: 0.20934292674064636 (0.18555388193238864) | > loss_disc_real_2: 0.3152741491794586 (0.2312407913533124) | > loss_disc_real_3: 0.278274804353714 (0.2591962082819505) | > loss_disc_real_4: 0.2297125905752182 (0.24200269850817593) | > loss_disc_real_5: 0.2693718671798706 (0.21325203099034049) | > loss_0: 2.586374282836914 (2.3446753458543257) | > loss_gen: 2.4419219493865967 (2.4902724136005747) | > loss_kl: 3.0576164722442627 (2.93064191124656) | > loss_feat: 6.650885581970215 (7.583670442754572) | > loss_mel: 17.045454025268555 (18.673145294189453) | > loss_duration: 2.4518611431121826 (2.341898267919367) | > loss_1: 31.647737503051758 (34.01962852478027)  --> STEP: 12 | > loss_disc: 2.663602828979492 (2.371252636114756) | > loss_disc_real_0: 0.06911324709653854 (0.13705497669676941) | > loss_disc_real_1: 0.18480247259140015 (0.18549126448730627) | > loss_disc_real_2: 0.29137691855430603 (0.23625213528672853) | > loss_disc_real_3: 0.29977598786354065 (0.2625778565804164) | > loss_disc_real_4: 0.2872157394886017 (0.24577045192321142) | > loss_disc_real_5: 0.31797364354133606 (0.2219788320362568) | > loss_0: 2.663602828979492 (2.371252636114756) | > loss_gen: 2.2710142135620117 (2.4720008969306946) | > loss_kl: 2.294710636138916 (2.877647638320923) | > loss_feat: 6.222182273864746 (7.470213095347087) | > loss_mel: 18.75978660583496 (18.680365403493244) | > loss_duration: 2.2785794734954834 (2.3366217017173767) | > loss_1: 31.826274871826172 (33.83684905370077)  --> STEP: 13 | > loss_disc: 2.392672061920166 (2.372900284253634) | > loss_disc_real_0: 0.13050611317157745 (0.13655121796406233) | > loss_disc_real_1: 0.19096539914608002 (0.1859123517687504) | > loss_disc_real_2: 0.24894262850284576 (0.2372283270725837) | > loss_disc_real_3: 0.21532396972179413 (0.2589429422066762) | > loss_disc_real_4: 0.23165519535541534 (0.24468466295645788) | > loss_disc_real_5: 0.15055063366889954 (0.21648435523876777) | > loss_0: 2.392672061920166 (2.372900284253634) | > loss_gen: 2.2040226459503174 (2.451387185316819) | > loss_kl: 3.2212507724761963 (2.904078648640559) | > loss_feat: 6.0450897216796875 (7.3605882204495945) | > loss_mel: 18.041467666625977 (18.631219423734226) | > loss_duration: 2.271071195602417 (2.331579355093149) | > loss_1: 31.782901763916016 (33.67885310833271)  --> STEP: 14 | > loss_disc: 2.4566102027893066 (2.378879564149039) | > loss_disc_real_0: 0.06117301061749458 (0.13116706029645034) | > loss_disc_real_1: 0.16256998479366302 (0.18424503984195845) | > loss_disc_real_2: 0.1884186565876007 (0.23374192203794206) | > loss_disc_real_3: 0.2982039451599121 (0.26174729956047876) | > loss_disc_real_4: 0.2960536479949951 (0.24835387617349625) | > loss_disc_real_5: 0.2815387547016144 (0.22113109805754252) | > loss_0: 2.4566102027893066 (2.378879564149039) | > loss_gen: 2.1623687744140625 (2.43074301310948) | > loss_kl: 3.475484848022461 (2.944893377167838) | > loss_feat: 6.07230281829834 (7.268567834581647) | > loss_mel: 19.705856323242188 (18.707979202270508) | > loss_duration: 2.404475688934326 (2.3367862360818044) | > loss_1: 33.82048797607422 (33.68896988459996)  --> STEP: 15 | > loss_disc: 2.296473503112793 (2.3733858267466226) | > loss_disc_real_0: 0.1940435767173767 (0.13535882805784544) | > loss_disc_real_1: 0.17577344179153442 (0.18368026663859685) | > loss_disc_real_2: 0.18397048115730286 (0.23042382597923278) | > loss_disc_real_3: 0.2649514675140381 (0.2619609107573827) | > loss_disc_real_4: 0.2051248848438263 (0.24547194341818493) | > loss_disc_real_5: 0.13972029089927673 (0.21570371091365814) | > loss_0: 2.296473503112793 (2.3733858267466226) | > loss_gen: 2.411121368408203 (2.429434903462728) | > loss_kl: 3.3565731048583984 (2.9723386923472086) | > loss_feat: 5.2936296463012695 (7.136905288696289) | > loss_mel: 16.99576187133789 (18.593831380208332) | > loss_duration: 2.33727765083313 (2.3368189970652264) | > loss_1: 30.394365310668945 (33.469329579671225)  --> STEP: 16 | > loss_disc: 2.5582828521728516 (2.384941890835762) | > loss_disc_real_0: 0.15353764593601227 (0.13649500417523086) | > loss_disc_real_1: 0.10745512694120407 (0.1789161954075098) | > loss_disc_real_2: 0.25408223271369934 (0.23190247640013695) | > loss_disc_real_3: 0.25317275524139404 (0.2614116510376334) | > loss_disc_real_4: 0.3217404782772064 (0.25023872684687376) | > loss_disc_real_5: 0.32505595684051514 (0.2225382262840867) | > loss_0: 2.5582828521728516 (2.384941890835762) | > loss_gen: 2.37442684173584 (2.4259968996047974) | > loss_kl: 3.0718328952789307 (2.9785570800304413) | > loss_feat: 7.04284143447876 (7.1310262978076935) | > loss_mel: 17.417688369750977 (18.52032244205475) | > loss_duration: 2.3197622299194336 (2.335752949118614) | > loss_1: 32.22655487060547 (33.391656160354614)  --> STEP: 17 | > loss_disc: 2.555813789367676 (2.394993178984698) | > loss_disc_real_0: 0.08671750128269196 (0.1335669157697874) | > loss_disc_real_1: 0.15007270872592926 (0.17721951972035802) | > loss_disc_real_2: 0.2269921451807022 (0.231613633387229) | > loss_disc_real_3: 0.336018443107605 (0.2658002858652788) | > loss_disc_real_4: 0.2510872483253479 (0.2502886398750193) | > loss_disc_real_5: 0.27127185463905334 (0.2254049103049671) | > loss_0: 2.555813789367676 (2.394993178984698) | > loss_gen: 2.2333567142486572 (2.4146651239956127) | > loss_kl: 2.7068850994110107 (2.962576375288122) | > loss_feat: 6.755338191986084 (7.108926997465246) | > loss_mel: 17.448684692382812 (18.457284927368164) | > loss_duration: 2.4654672145843506 (2.3433832000283634) | > loss_1: 31.609731674194336 (33.28683707293342)  --> STEP: 18 | > loss_disc: 2.3934390544891357 (2.394906838734945) | > loss_disc_real_0: 0.15338587760925293 (0.13466796920531326) | > loss_disc_real_1: 0.1349152773618698 (0.17486928403377533) | > loss_disc_real_2: 0.13847480714321136 (0.22643925415145028) | > loss_disc_real_3: 0.19633114337921143 (0.2619408890604973) | > loss_disc_real_4: 0.1801011711359024 (0.24638933605617946) | > loss_disc_real_5: 0.139664426445961 (0.22064155009057787) | > loss_0: 2.3934390544891357 (2.394906838734945) | > loss_gen: 2.0198466777801514 (2.3927307658725314) | > loss_kl: 3.0605273246765137 (2.968018094698588) | > loss_feat: 8.76439094543457 (7.200897216796875) | > loss_mel: 18.628036499023438 (18.466771125793457) | > loss_duration: 2.291692018508911 (2.3405114677217274) | > loss_1: 34.76449203491211 (33.36892901526557)  --> STEP: 19 | > loss_disc: 2.492121696472168 (2.4000234101947986) | > loss_disc_real_0: 0.12196951359510422 (0.13399962943635488) | > loss_disc_real_1: 0.23132877051830292 (0.17784083595401362) | > loss_disc_real_2: 0.21325325965881348 (0.2257452544413115) | > loss_disc_real_3: 0.32007598876953125 (0.2650006311504464) | > loss_disc_real_4: 0.3336162269115448 (0.2509802250485671) | > loss_disc_real_5: 0.23910079896450043 (0.22161308950499484) | > loss_0: 2.492121696472168 (2.4000234101947986) | > loss_gen: 2.4387543201446533 (2.3951530582026432) | > loss_kl: 1.7157481908798218 (2.9021091523923372) | > loss_feat: 5.4444451332092285 (7.108452370292262) | > loss_mel: 17.144651412963867 (18.397185877749795) | > loss_duration: 2.3408923149108887 (2.3405315123106303) | > loss_1: 29.084491729736328 (33.14343231602719)  --> STEP: 20 | > loss_disc: 2.392634868621826 (2.39965398311615) | > loss_disc_real_0: 0.06871764361858368 (0.13073553014546632) | > loss_disc_real_1: 0.14398252964019775 (0.17614792063832282) | > loss_disc_real_2: 0.25071170926094055 (0.22699357718229293) | > loss_disc_real_3: 0.2655351161956787 (0.26502735540270805) | > loss_disc_real_4: 0.3304000198841095 (0.2549512147903442) | > loss_disc_real_5: 0.27626946568489075 (0.22434590831398965) | > loss_0: 2.392634868621826 (2.39965398311615) | > loss_gen: 2.4586782455444336 (2.3983293175697327) | > loss_kl: 2.0567846298217773 (2.859842926263809) | > loss_feat: 7.462961196899414 (7.12617781162262) | > loss_mel: 20.100505828857422 (18.482351875305177) | > loss_duration: 2.3198699951171875 (2.3394984364509583) | > loss_1: 34.398799896240234 (33.20620069503784)  --> STEP: 21 | > loss_disc: 2.469226121902466 (2.4029669421059743) | > loss_disc_real_0: 0.06425321102142334 (0.1275697054252738) | > loss_disc_real_1: 0.15988384187221527 (0.1753734406970796) | > loss_disc_real_2: 0.22952596843242645 (0.2271141672418231) | > loss_disc_real_3: 0.294979065656662 (0.266453627319563) | > loss_disc_real_4: 0.3606271743774414 (0.2599834033421108) | > loss_disc_real_5: 0.31754571199417114 (0.22878399420352208) | > loss_0: 2.469226121902466 (2.4029669421059743) | > loss_gen: 2.4337058067321777 (2.4000139122917536) | > loss_kl: 2.137392997741699 (2.8254405487151373) | > loss_feat: 5.0789408683776855 (7.028690338134766) | > loss_mel: 16.238788604736328 (18.37551552908761) | > loss_duration: 2.214468479156494 (2.3335446289607455) | > loss_1: 28.103296279907227 (32.96320524669829)  --> STEP: 22 | > loss_disc: 2.297555685043335 (2.3981755213303995) | > loss_disc_real_0: 0.14981432259082794 (0.12858082438734444) | > loss_disc_real_1: 0.16625924408435822 (0.174959159032865) | > loss_disc_real_2: 0.1724412888288498 (0.22462903640486978) | > loss_disc_real_3: 0.2145129293203354 (0.2640926865014163) | > loss_disc_real_4: 0.23728206753730774 (0.25895152444189246) | > loss_disc_real_5: 0.2269635945558548 (0.22870124876499176) | > loss_0: 2.297555685043335 (2.3981755213303995) | > loss_gen: 2.3541553020477295 (2.397929430007934) | > loss_kl: 2.163743257522583 (2.795363399115476) | > loss_feat: 8.105681419372559 (7.077644478191029) | > loss_mel: 16.84488296508789 (18.305941321633078) | > loss_duration: 2.194619655609131 (2.327229857444763) | > loss_1: 31.663082122802734 (32.90410874106667)  --> STEP: 23 | > loss_disc: 2.5796661376953125 (2.4060664176940914) | > loss_disc_real_0: 0.1671326607465744 (0.13025699118557182) | > loss_disc_real_1: 0.1814170926809311 (0.17523993875669397) | > loss_disc_real_2: 0.2698034644126892 (0.22659314197042715) | > loss_disc_real_3: 0.3563894033432007 (0.26810558723366784) | > loss_disc_real_4: 0.28644049167633057 (0.26014669693034626) | > loss_disc_real_5: 0.2856745719909668 (0.23117834977481677) | > loss_0: 2.5796661376953125 (2.4060664176940914) | > loss_gen: 2.5273056030273438 (2.4035544810087783) | > loss_kl: 2.4682726860046387 (2.7811420637628306) | > loss_feat: 6.054938316345215 (7.033178992893385) | > loss_mel: 16.69426155090332 (18.23586828812309) | > loss_duration: 2.239398717880249 (2.323411112246306) | > loss_1: 29.984176635742188 (32.77715517126995)  --> STEP: 24 | > loss_disc: 2.3110063076019287 (2.402105579773585) | > loss_disc_real_0: 0.13211208581924438 (0.13033428679530817) | > loss_disc_real_1: 0.1582324504852295 (0.17453129341204962) | > loss_disc_real_2: 0.14240901172161102 (0.22308546987672648) | > loss_disc_real_3: 0.27030834555625916 (0.2681973688304425) | > loss_disc_real_4: 0.2929268777370453 (0.26151253779729206) | > loss_disc_real_5: 0.2841397821903229 (0.23338507612546286) | > loss_0: 2.3110063076019287 (2.402105579773585) | > loss_gen: 2.472820520401001 (2.4064405659834542) | > loss_kl: 2.052650213241577 (2.7507882366577783) | > loss_feat: 6.507203578948975 (7.011263350645701) | > loss_mel: 18.41031837463379 (18.243137041727703) | > loss_duration: 2.3936972618103027 (2.3263397018114724) | > loss_1: 31.83669090270996 (32.737969160079956)  --> STEP: 25 | > loss_disc: 2.4234578609466553 (2.4029596710205077) | > loss_disc_real_0: 0.16133332252502441 (0.13157424822449681) | > loss_disc_real_1: 0.1660444289445877 (0.17419181883335114) | > loss_disc_real_2: 0.2125551849603653 (0.222664258480072) | > loss_disc_real_3: 0.2567029893398285 (0.26773759365081795) | > loss_disc_real_4: 0.20679205656051636 (0.25932371854782105) | > loss_disc_real_5: 0.23355479538440704 (0.23339186489582062) | > loss_0: 2.4234578609466553 (2.4029596710205077) | > loss_gen: 2.3104286193847656 (2.402600088119507) | > loss_kl: 2.5140864849090576 (2.7413201665878297) | > loss_feat: 8.14049243927002 (7.056432514190674) | > loss_mel: 16.432077407836914 (18.17069465637207) | > loss_duration: 2.349134922027588 (2.3272515106201173) | > loss_1: 31.746219635009766 (32.69829917907715)  --> STEP: 26 | > loss_disc: 2.8135085105895996 (2.4187500110039344) | > loss_disc_real_0: 0.12597373127937317 (0.13135884372660744) | > loss_disc_real_1: 0.19088292121887207 (0.17483378430971733) | > loss_disc_real_2: 0.29092317819595337 (0.22528960154606745) | > loss_disc_real_3: 0.22571709752082825 (0.2661214207227414) | > loss_disc_real_4: 0.2630331814289093 (0.25946639019709367) | > loss_disc_real_5: 0.28335875272750854 (0.23531366827396247) | > loss_0: 2.8135085105895996 (2.4187500110039344) | > loss_gen: 1.7697912454605103 (2.378261286478776) | > loss_kl: 2.277923107147217 (2.7234972027631907) | > loss_feat: 5.3038177490234375 (6.989024253991934) | > loss_mel: 9.016220092773438 (17.818599480849045) | > loss_duration: 2.318032741546631 (2.3268969425788293) | > loss_1: 20.6857852935791 (32.2362794142503) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024250929172222424 (-5.435943603515712e-05) | > avg_loss_disc: 2.4187500110039344 (-0.020939446412600038) | > avg_loss_disc_real_0: 0.13135884372660744 (-0.04224388201076254) | > avg_loss_disc_real_1: 0.17483378430971733 (-0.05123458802700043) | > avg_loss_disc_real_2: 0.22528960154606745 (+0.03450057884821525) | > avg_loss_disc_real_3: 0.2661214207227414 (+0.04018708719657024) | > avg_loss_disc_real_4: 0.25946639019709367 (+0.04155791092377442) | > avg_loss_disc_real_5: 0.23531366827396247 (+0.016201989581951737) | > avg_loss_0: 2.4187500110039344 (-0.020939446412600038) | > avg_loss_gen: 2.378261286478776 (+0.027250734659341802) | > avg_loss_kl: 2.7234972027631907 (+0.04591198150928211) | > avg_loss_feat: 6.989024253991934 (+0.12772312531104468) | > avg_loss_mel: 17.818599480849045 (-0.24293888532197982) | > avg_loss_duration: 2.3268969425788293 (+0.008573761353126041) | > avg_loss_1: 32.2362794142503 (-0.03347866351788298)  > EPOCH: 480/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:14:53)   --> TIME: 2024-06-11 12:15:02 -- STEP: 24/330 -- GLOBAL_STEP: 246425 | > loss_disc: 2.3549938201904297 (2.322983851035436) | > loss_disc_real_0: 0.13741540908813477 (0.10589658251653115) | > loss_disc_real_1: 0.20015807449817657 (0.20255670634408793) | > loss_disc_real_2: 0.2297433614730835 (0.2096259860942761) | > loss_disc_real_3: 0.23638038337230682 (0.22725035001834235) | > loss_disc_real_4: 0.23350968956947327 (0.22777495781580606) | > loss_disc_real_5: 0.20441463589668274 (0.2145597425599893) | > loss_0: 2.3549938201904297 (2.322983851035436) | > grad_norm_0: tensor(18.1858, device='cuda:0') (tensor(10.4226, device='cuda:0')) | > loss_gen: 2.5205371379852295 (2.5191439092159276) | > loss_kl: 1.9097752571105957 (1.8487114359935124) | > loss_feat: 7.218821048736572 (7.174889504909515) | > loss_mel: 17.417255401611328 (18.031332015991214) | > loss_duration: 1.9799100160598755 (2.079082320133845) | > loss_1: 31.04629898071289 (31.65315906206767) | > grad_norm_1: tensor(91.1839, device='cuda:0') (tensor(142.3717, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.3635 (0.35650891065597534) | > loader_time: 0.0031 (0.0031468868255615234)  --> TIME: 2024-06-11 12:15:12 -- STEP: 49/330 -- GLOBAL_STEP: 246450 | > loss_disc: 2.4072256088256836 (2.3317070299265334) | > loss_disc_real_0: 0.14603731036186218 (0.11093203845072766) | > loss_disc_real_1: 0.22288423776626587 (0.19956970853464945) | > loss_disc_real_2: 0.24423186480998993 (0.2129999152859863) | > loss_disc_real_3: 0.20066912472248077 (0.2274318641545821) | > loss_disc_real_4: 0.22299663722515106 (0.22899256433759416) | > loss_disc_real_5: 0.20917746424674988 (0.2167346945830754) | > loss_0: 2.4072256088256836 (2.3317070299265334) | > grad_norm_0: tensor(13.1934, device='cuda:0') (tensor(9.2175, device='cuda:0')) | > loss_gen: 2.426039457321167 (2.5185030674447817) | > loss_kl: 1.9412609338760376 (1.8569057231046715) | > loss_feat: 7.070977687835693 (7.17058582695163) | > loss_mel: 18.43560791015625 (18.05248330563915) | > loss_duration: 1.961529016494751 (2.037379658952051) | > loss_1: 31.835412979125977 (31.635857562629543) | > grad_norm_1: tensor(72.8947, device='cuda:0') (tensor(110.1626, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.3562 (0.3566021724623077) | > loader_time: 0.0033 (0.0033333690799012476)  --> TIME: 2024-06-11 12:15:21 -- STEP: 74/330 -- GLOBAL_STEP: 246475 | > loss_disc: 2.2066879272460938 (2.334612134340647) | > loss_disc_real_0: 0.0882941335439682 (0.11088917021815842) | > loss_disc_real_1: 0.17019657790660858 (0.19994325452559703) | > loss_disc_real_2: 0.19076958298683167 (0.21205900891407117) | > loss_disc_real_3: 0.21354533731937408 (0.22665989560049934) | > loss_disc_real_4: 0.19309896230697632 (0.2273188777066566) | > loss_disc_real_5: 0.19367681443691254 (0.21876092154431986) | > loss_0: 2.2066879272460938 (2.334612134340647) | > grad_norm_0: tensor(21.3006, device='cuda:0') (tensor(9.9808, device='cuda:0')) | > loss_gen: 2.622243642807007 (2.5044398340019014) | > loss_kl: 1.975295901298523 (1.8537014191215102) | > loss_feat: 7.940614223480225 (7.1910039025384025) | > loss_mel: 18.188739776611328 (18.019757554337787) | > loss_duration: 1.944608449935913 (2.022212439292186) | > loss_1: 32.67150115966797 (31.591115075188714) | > grad_norm_1: tensor(314.5045, device='cuda:0') (tensor(120.6917, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.3863 (0.3634000082273741) | > loader_time: 0.0039 (0.003511174305065258)  --> TIME: 2024-06-11 12:15:31 -- STEP: 99/330 -- GLOBAL_STEP: 246500 | > loss_disc: 2.28865385055542 (2.332735685387043) | > loss_disc_real_0: 0.11548884212970734 (0.11176666481928392) | > loss_disc_real_1: 0.22881238162517548 (0.19940755523816503) | > loss_disc_real_2: 0.21001282334327698 (0.21195195238999645) | > loss_disc_real_3: 0.2363664209842682 (0.2265545903432249) | > loss_disc_real_4: 0.22142580151557922 (0.22867580811784724) | > loss_disc_real_5: 0.1990172564983368 (0.21860692612450533) | > loss_0: 2.28865385055542 (2.332735685387043) | > grad_norm_0: tensor(8.2785, device='cuda:0') (tensor(11.7925, device='cuda:0')) | > loss_gen: 2.554248571395874 (2.506903720624518) | > loss_kl: 2.010650396347046 (1.873257015690659) | > loss_feat: 6.628128528594971 (7.164883377576115) | > loss_mel: 18.21095085144043 (17.96342795786232) | > loss_duration: 2.0382301807403564 (2.0204975809713814) | > loss_1: 31.442209243774414 (31.52896967801181) | > grad_norm_1: tensor(56.8765, device='cuda:0') (tensor(137.4650, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.374 (0.3696396110033747) | > loader_time: 0.0036 (0.003703061980430526) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_246500.pth  --> TIME: 2024-06-11 12:15:45 -- STEP: 124/330 -- GLOBAL_STEP: 246525 | > loss_disc: 2.3856544494628906 (2.3368746215297325) | > loss_disc_real_0: 0.1571551412343979 (0.11299885647191156) | > loss_disc_real_1: 0.2209661900997162 (0.1978785670813053) | > loss_disc_real_2: 0.18203799426555634 (0.21131451896602108) | > loss_disc_real_3: 0.2244219034910202 (0.22763322197621869) | > loss_disc_real_4: 0.23546841740608215 (0.22916471165034077) | > loss_disc_real_5: 0.20063503086566925 (0.21896952330585448) | > loss_0: 2.3856544494628906 (2.3368746215297325) | > grad_norm_0: tensor(7.9569, device='cuda:0') (tensor(12.6419, device='cuda:0')) | > loss_gen: 2.5629947185516357 (2.504494970844638) | > loss_kl: 2.073521614074707 (1.8857352156792917) | > loss_feat: 7.960736274719238 (7.1578359411608785) | > loss_mel: 18.2020320892334 (17.948774983805997) | > loss_duration: 2.0412182807922363 (2.0229296886151835) | > loss_1: 32.84050369262695 (31.519770883744762) | > grad_norm_1: tensor(242.7180, device='cuda:0') (tensor(146.7474, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.3622 (0.3729051255410717) | > loader_time: 0.0039 (0.003827702614568895)  --> TIME: 2024-06-11 12:15:55 -- STEP: 149/330 -- GLOBAL_STEP: 246550 | > loss_disc: 2.473374128341675 (2.3447967471692377) | > loss_disc_real_0: 0.11021845042705536 (0.11356379071738096) | > loss_disc_real_1: 0.21438808739185333 (0.19774270417706277) | > loss_disc_real_2: 0.20794633030891418 (0.2121664568681845) | > loss_disc_real_3: 0.24733296036720276 (0.22915922285326376) | > loss_disc_real_4: 0.24454674124717712 (0.22910302807420693) | > loss_disc_real_5: 0.25997018814086914 (0.21976483638254588) | > loss_0: 2.473374128341675 (2.3447967471692377) | > grad_norm_0: tensor(31.2967, device='cuda:0') (tensor(14.1379, device='cuda:0')) | > loss_gen: 2.391378879547119 (2.496475114118333) | > loss_kl: 2.0016486644744873 (1.8974974123423531) | > loss_feat: 6.1755218505859375 (7.142639771403882) | > loss_mel: 17.530195236206055 (17.927597109903427) | > loss_duration: 2.042987823486328 (2.02536860088374) | > loss_1: 30.141733169555664 (31.48957810625934) | > grad_norm_1: tensor(270.2284, device='cuda:0') (tensor(156.8767, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.3722 (0.3748261400517201) | > loader_time: 0.004 (0.0038835890341125077)  --> TIME: 2024-06-11 12:16:05 -- STEP: 174/330 -- GLOBAL_STEP: 246575 | > loss_disc: 2.279965877532959 (2.34763586795193) | > loss_disc_real_0: 0.05943750590085983 (0.11444947958506387) | > loss_disc_real_1: 0.18449810147285461 (0.19722807544401322) | > loss_disc_real_2: 0.19329075515270233 (0.21236595263083777) | > loss_disc_real_3: 0.22986680269241333 (0.22930174500777803) | > loss_disc_real_4: 0.2173820585012436 (0.22965411079683523) | > loss_disc_real_5: 0.25428831577301025 (0.22006481962985006) | > loss_0: 2.279965877532959 (2.34763586795193) | > grad_norm_0: tensor(20.7867, device='cuda:0') (tensor(15.7087, device='cuda:0')) | > loss_gen: 2.5786709785461426 (2.497680083088491) | > loss_kl: 1.936274528503418 (1.9067525664965312) | > loss_feat: 7.536347389221191 (7.148604571134195) | > loss_mel: 17.939002990722656 (17.921766675751783) | > loss_duration: 2.1166725158691406 (2.0296578119541038) | > loss_1: 32.10696792602539 (31.504461759808418) | > grad_norm_1: tensor(253.6287, device='cuda:0') (tensor(174.3591, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.3864 (0.37574793004441537) | > loader_time: 0.0045 (0.0039616864303062705)  --> TIME: 2024-06-11 12:16:15 -- STEP: 199/330 -- GLOBAL_STEP: 246600 | > loss_disc: 2.4385595321655273 (2.350724699509203) | > loss_disc_real_0: 0.22041404247283936 (0.11539719347378716) | > loss_disc_real_1: 0.21939338743686676 (0.198028147370372) | > loss_disc_real_2: 0.25096437335014343 (0.21264772573907173) | > loss_disc_real_3: 0.2462494671344757 (0.2295599439785109) | > loss_disc_real_4: 0.23708580434322357 (0.22970418781790902) | > loss_disc_real_5: 0.26443660259246826 (0.2204362166736593) | > loss_0: 2.4385595321655273 (2.350724699509203) | > grad_norm_0: tensor(66.2620, device='cuda:0') (tensor(18.5713, device='cuda:0')) | > loss_gen: 2.5107150077819824 (2.5061536290537765) | > loss_kl: 1.9793676137924194 (1.9204902774724528) | > loss_feat: 6.70534086227417 (7.14965312085559) | > loss_mel: 17.53108787536621 (17.88121097890576) | > loss_duration: 2.150753974914551 (2.0371409816358557) | > loss_1: 30.87726593017578 (31.494649043634308) | > grad_norm_1: tensor(183.6668, device='cuda:0') (tensor(197.7495, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.4012 (0.3776918991127206) | > loader_time: 0.005 (0.00407112423499026)  --> TIME: 2024-06-11 12:16:25 -- STEP: 224/330 -- GLOBAL_STEP: 246625 | > loss_disc: 2.310270309448242 (2.3528726835335996) | > loss_disc_real_0: 0.16971465945243835 (0.1144300591965605) | > loss_disc_real_1: 0.19579951465129852 (0.1982456335930952) | > loss_disc_real_2: 0.18066193163394928 (0.2131136555357703) | > loss_disc_real_3: 0.1995943784713745 (0.2294774712063372) | > loss_disc_real_4: 0.24007391929626465 (0.22998196052919542) | > loss_disc_real_5: 0.2172551304101944 (0.22110580380207726) | > loss_0: 2.310270309448242 (2.3528726835335996) | > grad_norm_0: tensor(64.0584, device='cuda:0') (tensor(20.0517, device='cuda:0')) | > loss_gen: 2.53999662399292 (2.5089665300079744) | > loss_kl: 1.8377403020858765 (1.9244889122034823) | > loss_feat: 7.717444896697998 (7.138339074594634) | > loss_mel: 18.092103958129883 (17.846801008496975) | > loss_duration: 2.156992197036743 (2.043939399932113) | > loss_1: 32.34428024291992 (31.462534972599574) | > grad_norm_1: tensor(515.9166, device='cuda:0') (tensor(213.6399, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.4069 (0.3810254101242338) | > loader_time: 0.0055 (0.004207787769181385)  --> TIME: 2024-06-11 12:16:36 -- STEP: 249/330 -- GLOBAL_STEP: 246650 | > loss_disc: 2.460628032684326 (2.354851234390074) | > loss_disc_real_0: 0.11320850253105164 (0.1163150762847389) | > loss_disc_real_1: 0.19209925830364227 (0.19860808132403346) | > loss_disc_real_2: 0.21712321043014526 (0.21322924670684767) | > loss_disc_real_3: 0.24629946053028107 (0.22947900110937985) | > loss_disc_real_4: 0.2465539574623108 (0.2294019131535986) | > loss_disc_real_5: 0.26251593232154846 (0.22131967293210777) | > loss_0: 2.460628032684326 (2.354851234390074) | > grad_norm_0: tensor(39.2498, device='cuda:0') (tensor(22.7574, device='cuda:0')) | > loss_gen: 2.3656351566314697 (2.506746743098798) | > loss_kl: 2.028674364089966 (1.9265824747851574) | > loss_feat: 6.37298583984375 (7.123097825720607) | > loss_mel: 16.390871047973633 (17.80598392256772) | > loss_duration: 2.111940383911133 (2.051534646964936) | > loss_1: 29.270105361938477 (31.41394566149118) | > grad_norm_1: tensor(501.4485, device='cuda:0') (tensor(234.3539, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.4153 (0.38506470339365273) | > loader_time: 0.0057 (0.004369418783838968)  --> TIME: 2024-06-11 12:16:47 -- STEP: 274/330 -- GLOBAL_STEP: 246675 | > loss_disc: 2.446277379989624 (2.354603425429684) | > loss_disc_real_0: 0.16124573349952698 (0.11691873769418601) | > loss_disc_real_1: 0.2308182567358017 (0.19848246257888136) | > loss_disc_real_2: 0.2697441279888153 (0.21302303193259414) | > loss_disc_real_3: 0.2778322696685791 (0.22958270759478103) | > loss_disc_real_4: 0.26167696714401245 (0.229305741615104) | > loss_disc_real_5: 0.266283243894577 (0.22137236747428451) | > loss_0: 2.446277379989624 (2.354603425429684) | > grad_norm_0: tensor(51.6651, device='cuda:0') (tensor(23.5740, device='cuda:0')) | > loss_gen: 2.4982872009277344 (2.5054863987177822) | > loss_kl: 2.029468536376953 (1.9301607099762799) | > loss_feat: 6.76495361328125 (7.129123894837652) | > loss_mel: 15.893771171569824 (17.760816737683164) | > loss_duration: 2.148371696472168 (2.059776019876021) | > loss_1: 29.334854125976562 (31.385363808513556) | > grad_norm_1: tensor(529.9130, device='cuda:0') (tensor(245.2238, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.4359 (0.3895324660043647) | > loader_time: 0.006 (0.004522474142756774)  --> TIME: 2024-06-11 12:16:59 -- STEP: 299/330 -- GLOBAL_STEP: 246700 | > loss_disc: 2.3654119968414307 (2.3569089584924696) | > loss_disc_real_0: 0.11997731775045395 (0.11786851980863607) | > loss_disc_real_1: 0.20132581889629364 (0.19908059490564273) | > loss_disc_real_2: 0.22318029403686523 (0.21338139603967252) | > loss_disc_real_3: 0.19774766266345978 (0.22929548992959153) | > loss_disc_real_4: 0.208224356174469 (0.2289365186639454) | > loss_disc_real_5: 0.18062838912010193 (0.22138782468527854) | > loss_0: 2.3654119968414307 (2.3569089584924696) | > grad_norm_0: tensor(24.9025, device='cuda:0') (tensor(24.7442, device='cuda:0')) | > loss_gen: 2.3967230319976807 (2.500630149075818) | > loss_kl: 1.7800499200820923 (1.934579299046443) | > loss_feat: 7.487091541290283 (7.132575301422324) | > loss_mel: 17.73617172241211 (17.733519177771754) | > loss_duration: 2.231886148452759 (2.0700334139093517) | > loss_1: 31.631921768188477 (31.37133741857216) | > grad_norm_1: tensor(138.0583, device='cuda:0') (tensor(257.4098, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.4731 (0.3949788860652757) | > loader_time: 0.0077 (0.004694372515215921)  --> TIME: 2024-06-11 12:17:13 -- STEP: 324/330 -- GLOBAL_STEP: 246725 | > loss_disc: 2.464024782180786 (2.363672438962958) | > loss_disc_real_0: 0.12945185601711273 (0.1194806234497163) | > loss_disc_real_1: 0.21878239512443542 (0.20015760856094184) | > loss_disc_real_2: 0.18729712069034576 (0.21389485518505544) | > loss_disc_real_3: 0.18272002041339874 (0.22950350139060138) | > loss_disc_real_4: 0.18385706841945648 (0.22954122745144515) | > loss_disc_real_5: 0.15018795430660248 (0.221727098395795) | > loss_0: 2.464024782180786 (2.363672438962958) | > grad_norm_0: tensor(37.0607, device='cuda:0') (tensor(25.6902, device='cuda:0')) | > loss_gen: 2.5391128063201904 (2.495850950847437) | > loss_kl: 2.1084327697753906 (1.9409978879086764) | > loss_feat: 10.691668510437012 (7.180504561942301) | > loss_mel: 18.651269912719727 (17.68614903202766) | > loss_duration: 2.273613452911377 (2.0840578947538226) | > loss_1: 36.264095306396484 (31.38756039701862) | > grad_norm_1: tensor(456.7596, device='cuda:0') (tensor(270.3260, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.5984 (0.4061412892223876) | > loader_time: 0.0093 (0.004925549766163767)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.546513557434082 (2.546513557434082) | > loss_disc_real_0: 0.08272393047809601 (0.08272393047809601) | > loss_disc_real_1: 0.16684234142303467 (0.16684234142303467) | > loss_disc_real_2: 0.21246644854545593 (0.21246644854545593) | > loss_disc_real_3: 0.2554681897163391 (0.2554681897163391) | > loss_disc_real_4: 0.2406545877456665 (0.2406545877456665) | > loss_disc_real_5: 0.21701188385486603 (0.21701188385486603) | > loss_0: 2.546513557434082 (2.546513557434082) | > loss_gen: 1.95010507106781 (1.95010507106781) | > loss_kl: 2.2675232887268066 (2.2675232887268066) | > loss_feat: 5.118427753448486 (5.118427753448486) | > loss_mel: 15.454116821289062 (15.454116821289062) | > loss_duration: 3.01326584815979 (3.01326584815979) | > loss_1: 27.80344009399414 (27.80344009399414)  --> STEP: 1 | > loss_disc: 2.347496747970581 (2.347496747970581) | > loss_disc_real_0: 0.049129411578178406 (0.049129411578178406) | > loss_disc_real_1: 0.10002424567937851 (0.10002424567937851) | > loss_disc_real_2: 0.26195380091667175 (0.26195380091667175) | > loss_disc_real_3: 0.25878557562828064 (0.25878557562828064) | > loss_disc_real_4: 0.19906090199947357 (0.19906090199947357) | > loss_disc_real_5: 0.16665701568126678 (0.16665701568126678) | > loss_0: 2.347496747970581 (2.347496747970581) | > loss_gen: 2.2706480026245117 (2.2706480026245117) | > loss_kl: 2.6047139167785645 (2.6047139167785645) | > loss_feat: 7.660367965698242 (7.660367965698242) | > loss_mel: 19.887338638305664 (19.887338638305664) | > loss_duration: 2.294426679611206 (2.294426679611206) | > loss_1: 34.71749496459961 (34.71749496459961)  --> STEP: 2 | > loss_disc: 2.0936529636383057 (2.2205748558044434) | > loss_disc_real_0: 0.14123323559761047 (0.09518132358789444) | > loss_disc_real_1: 0.15799309313297272 (0.1290086694061756) | > loss_disc_real_2: 0.17448413372039795 (0.21821896731853485) | > loss_disc_real_3: 0.20825479924678802 (0.23352018743753433) | > loss_disc_real_4: 0.20562241971492767 (0.20234166085720062) | > loss_disc_real_5: 0.15364931523799896 (0.16015316545963287) | > loss_0: 2.0936529636383057 (2.2205748558044434) | > loss_gen: 2.380147695541382 (2.3253978490829468) | > loss_kl: 2.3363611698150635 (2.470537543296814) | > loss_feat: 6.1470723152160645 (6.903720140457153) | > loss_mel: 18.799419403076172 (19.343379020690918) | > loss_duration: 2.5507984161376953 (2.4226125478744507) | > loss_1: 32.21379852294922 (33.465646743774414)  --> STEP: 3 | > loss_disc: 2.342633008956909 (2.261260906855265) | > loss_disc_real_0: 0.13443002104759216 (0.10826422274112701) | > loss_disc_real_1: 0.0883849486708641 (0.11546742916107178) | > loss_disc_real_2: 0.17438454926013947 (0.20360749463240305) | > loss_disc_real_3: 0.20397542417049408 (0.2236719330151876) | > loss_disc_real_4: 0.16541537642478943 (0.19003289937973022) | > loss_disc_real_5: 0.21337662637233734 (0.17789431909720102) | > loss_0: 2.342633008956909 (2.261260906855265) | > loss_gen: 2.272590398788452 (2.3077953656514487) | > loss_kl: 3.1761274337768555 (2.7057341734568277) | > loss_feat: 7.119509696960449 (6.975649992624919) | > loss_mel: 19.8964900970459 (19.52774937947591) | > loss_duration: 2.2600178718566895 (2.368414322535197) | > loss_1: 34.724735260009766 (33.88534291585287)  --> STEP: 4 | > loss_disc: 2.492568254470825 (2.3190877437591553) | > loss_disc_real_0: 0.12338648736476898 (0.1120447888970375) | > loss_disc_real_1: 0.17775428295135498 (0.13103914260864258) | > loss_disc_real_2: 0.1965920627117157 (0.20185363665223122) | > loss_disc_real_3: 0.24953904747962952 (0.23013871163129807) | > loss_disc_real_4: 0.2220742255449295 (0.19804323092103004) | > loss_disc_real_5: 0.26875028014183044 (0.20060830935835838) | > loss_0: 2.492568254470825 (2.3190877437591553) | > loss_gen: 2.2171480655670166 (2.2851335406303406) | > loss_kl: 3.3022077083587646 (2.854852557182312) | > loss_feat: 6.93604040145874 (6.965747594833374) | > loss_mel: 14.660924911499023 (18.31104326248169) | > loss_duration: 2.338770627975464 (2.3610033988952637) | > loss_1: 29.45509147644043 (32.777780055999756)  --> STEP: 5 | > loss_disc: 2.617994785308838 (2.378869152069092) | > loss_disc_real_0: 0.2203679382801056 (0.1337094187736511) | > loss_disc_real_1: 0.13741983473300934 (0.13231528103351592) | > loss_disc_real_2: 0.23135033249855042 (0.20775297582149505) | > loss_disc_real_3: 0.24908052384853363 (0.23392707407474517) | > loss_disc_real_4: 0.23881103098392487 (0.20619679093360901) | > loss_disc_real_5: 0.3018519878387451 (0.22085704505443574) | > loss_0: 2.617994785308838 (2.378869152069092) | > loss_gen: 2.3450868129730225 (2.2971241950988768) | > loss_kl: 2.739043712615967 (2.831690788269043) | > loss_feat: 5.298354148864746 (6.632268905639648) | > loss_mel: 19.588090896606445 (18.56645278930664) | > loss_duration: 2.401618003845215 (2.369126319885254) | > loss_1: 32.3721923828125 (32.696662521362306)  --> STEP: 6 | > loss_disc: 2.552281379699707 (2.407771190007528) | > loss_disc_real_0: 0.13335257768630981 (0.13364994525909424) | > loss_disc_real_1: 0.13848058879375458 (0.13334283232688904) | > loss_disc_real_2: 0.2692520320415497 (0.2180028185248375) | > loss_disc_real_3: 0.28906354308128357 (0.2431164855758349) | > loss_disc_real_4: 0.24954169988632202 (0.21342094242572784) | > loss_disc_real_5: 0.2595832943916321 (0.22731141994396845) | > loss_0: 2.552281379699707 (2.407771190007528) | > loss_gen: 2.3727734088897705 (2.3097323973973594) | > loss_kl: 3.0072712898254395 (2.860954205195109) | > loss_feat: 6.1567182540893555 (6.5530104637146) | > loss_mel: 18.817138671875 (18.6082337697347) | > loss_duration: 2.1409950256347656 (2.3311044375101724) | > loss_1: 32.494895935058594 (32.663034756978355)  --> STEP: 7 | > loss_disc: 2.1768250465393066 (2.3747788837977817) | > loss_disc_real_0: 0.08509630709886551 (0.12671371123620442) | > loss_disc_real_1: 0.16563861072063446 (0.13795651495456696) | > loss_disc_real_2: 0.23845207691192627 (0.22092414115156447) | > loss_disc_real_3: 0.2525773048400879 (0.2444680311850139) | > loss_disc_real_4: 0.21341247856616974 (0.21341973330293382) | > loss_disc_real_5: 0.20117385685443878 (0.22357748235974992) | > loss_0: 2.1768250465393066 (2.3747788837977817) | > loss_gen: 2.4212708473205566 (2.325666461672102) | > loss_kl: 3.4695141315460205 (2.9478913375309537) | > loss_feat: 6.140100002288818 (6.494023254939488) | > loss_mel: 19.29271697998047 (18.706017085484095) | > loss_duration: 2.6080548763275146 (2.37066878591265) | > loss_1: 33.93165588378906 (32.84426634652274)  --> STEP: 8 | > loss_disc: 2.2020986080169678 (2.35319384932518) | > loss_disc_real_0: 0.19272485375404358 (0.13496510405093431) | > loss_disc_real_1: 0.14816291630268097 (0.1392323151230812) | > loss_disc_real_2: 0.18370458483695984 (0.21627169661223888) | > loss_disc_real_3: 0.16335050761699677 (0.23432834073901176) | > loss_disc_real_4: 0.2384653389453888 (0.2165504340082407) | > loss_disc_real_5: 0.22335976362228394 (0.22355026751756668) | > loss_0: 2.2020986080169678 (2.35319384932518) | > loss_gen: 2.6011669635772705 (2.360104024410248) | > loss_kl: 3.0702860355377197 (2.9631906747817993) | > loss_feat: 9.31651782989502 (6.846835076808929) | > loss_mel: 18.965932846069336 (18.73850655555725) | > loss_duration: 2.2290918827056885 (2.35297167301178) | > loss_1: 36.1829948425293 (33.26160740852356)  --> STEP: 9 | > loss_disc: 2.319873809814453 (2.3494916227128773) | > loss_disc_real_0: 0.13240447640419006 (0.13468058986796272) | > loss_disc_real_1: 0.14889125525951385 (0.14030553069379595) | > loss_disc_real_2: 0.1981828361749649 (0.21426182323031956) | > loss_disc_real_3: 0.2321387678384781 (0.2340850548611747) | > loss_disc_real_4: 0.1794164627790451 (0.21242443720499674) | > loss_disc_real_5: 0.17707620561122894 (0.21838648286130694) | > loss_0: 2.319873809814453 (2.3494916227128773) | > loss_gen: 2.2139227390289307 (2.3438616593678794) | > loss_kl: 2.4489755630493164 (2.906055662367079) | > loss_feat: 8.070358276367188 (6.982782098982069) | > loss_mel: 18.810068130493164 (18.74645784166124) | > loss_duration: 2.136843681335449 (2.32895745171441) | > loss_1: 33.68016815185547 (33.30811415778266)  --> STEP: 10 | > loss_disc: 2.735041618347168 (2.388046622276306) | > loss_disc_real_0: 0.15357977151870728 (0.1365705080330372) | > loss_disc_real_1: 0.14401523768901825 (0.14067650139331817) | > loss_disc_real_2: 0.22686512768268585 (0.2155221536755562) | > loss_disc_real_3: 0.29426223039627075 (0.2401027724146843) | > loss_disc_real_4: 0.2519676983356476 (0.21637876331806183) | > loss_disc_real_5: 0.29784759879112244 (0.2263325944542885) | > loss_0: 2.735041618347168 (2.388046622276306) | > loss_gen: 2.0154032707214355 (2.311015820503235) | > loss_kl: 2.9740426540374756 (2.9128543615341185) | > loss_feat: 5.177419662475586 (6.802245855331421) | > loss_mel: 16.194419860839844 (18.4912540435791) | > loss_duration: 2.3278541564941406 (2.328847122192383) | > loss_1: 28.68914031982422 (32.84621677398682)  --> STEP: 11 | > loss_disc: 2.46016526222229 (2.3946028622713955) | > loss_disc_real_0: 0.13214632868766785 (0.1361683099107309) | > loss_disc_real_1: 0.18606264889240265 (0.14480251480232587) | > loss_disc_real_2: 0.2487451583147049 (0.2185424268245697) | > loss_disc_real_3: 0.23519277572631836 (0.2396564090793783) | > loss_disc_real_4: 0.21553809940814972 (0.21630233932625165) | > loss_disc_real_5: 0.2314397394657135 (0.22679688036441803) | > loss_0: 2.46016526222229 (2.3946028622713955) | > loss_gen: 2.372298240661621 (2.3165869496085425) | > loss_kl: 3.1389927864074707 (2.9334124001589688) | > loss_feat: 6.955587863922119 (6.816186037930575) | > loss_mel: 16.422649383544922 (18.303199074485086) | > loss_duration: 2.5059945583343506 (2.3449514345689253) | > loss_1: 31.395524978637695 (32.71433570168235)  --> STEP: 12 | > loss_disc: 2.4924309253692627 (2.4027552008628845) | > loss_disc_real_0: 0.1246538758277893 (0.13520877373715243) | > loss_disc_real_1: 0.15511640906333923 (0.14566200599074364) | > loss_disc_real_2: 0.20040731132030487 (0.2170311671992143) | > loss_disc_real_3: 0.18946132063865662 (0.2354734850426515) | > loss_disc_real_4: 0.19707521796226501 (0.21470007921258608) | > loss_disc_real_5: 0.16967573761940002 (0.22203678513566652) | > loss_0: 2.4924309253692627 (2.4027552008628845) | > loss_gen: 1.9664771556854248 (2.2874111334482827) | > loss_kl: 2.5812599658966064 (2.9040663639704385) | > loss_feat: 5.339940547943115 (6.693165580431621) | > loss_mel: 18.149192810058594 (18.29036521911621) | > loss_duration: 2.26352596282959 (2.3381659785906472) | > loss_1: 30.300395965576172 (32.513174057006836)  --> STEP: 13 | > loss_disc: 2.6693341732025146 (2.423261275658241) | > loss_disc_real_0: 0.1659429967403412 (0.1375729447373977) | > loss_disc_real_1: 0.2829260230064392 (0.15622077653041253) | > loss_disc_real_2: 0.24267564713954926 (0.21900381950231698) | > loss_disc_real_3: 0.25956544280052185 (0.23732671256248766) | > loss_disc_real_4: 0.21952871978282928 (0.2150715131026048) | > loss_disc_real_5: 0.22176648676395416 (0.2220159929532271) | > loss_0: 2.6693341732025146 (2.423261275658241) | > loss_gen: 2.1700310707092285 (2.278381897852971) | > loss_kl: 3.094268560409546 (2.9186973021580624) | > loss_feat: 5.164706230163574 (6.575591784257155) | > loss_mel: 17.00371742248535 (18.191392311683067) | > loss_duration: 2.259536027908325 (2.3321175208458533) | > loss_1: 29.692258834838867 (32.29618057837853)  --> STEP: 14 | > loss_disc: 2.365975856781006 (2.4191694600241527) | > loss_disc_real_0: 0.108904168009758 (0.13552517497113772) | > loss_disc_real_1: 0.1271180659532547 (0.15414201148918696) | > loss_disc_real_2: 0.17958804965019226 (0.21618840737002237) | > loss_disc_real_3: 0.18614833056926727 (0.23367111384868622) | > loss_disc_real_4: 0.23889727890491486 (0.2167733535170555) | > loss_disc_real_5: 0.27545300126075745 (0.2258329221180507) | > loss_0: 2.365975856781006 (2.4191694600241527) | > loss_gen: 2.0988242626190186 (2.265556352479117) | > loss_kl: 3.2682085037231445 (2.9436623879841397) | > loss_feat: 6.0513596534729 (6.53814663205828) | > loss_mel: 20.127235412597656 (18.32966681889125) | > loss_duration: 2.3818116188049316 (2.3356670992715016) | > loss_1: 33.92744064331055 (32.4126991544451)  --> STEP: 15 | > loss_disc: 2.3216090202331543 (2.412665430704753) | > loss_disc_real_0: 0.1374618113040924 (0.13565428406000138) | > loss_disc_real_1: 0.17664597928524017 (0.15564227600892386) | > loss_disc_real_2: 0.27203822135925293 (0.21991172830263775) | > loss_disc_real_3: 0.2226393222808838 (0.23293566107749938) | > loss_disc_real_4: 0.15432369709014893 (0.21261004308859507) | > loss_disc_real_5: 0.1220637708902359 (0.21891497870286306) | > loss_0: 2.3216090202331543 (2.412665430704753) | > loss_gen: 2.2268099784851074 (2.262973260879517) | > loss_kl: 3.1876237392425537 (2.959926478068034) | > loss_feat: 6.4575419425964355 (6.532772986094157) | > loss_mel: 19.13322639465332 (18.383237457275392) | > loss_duration: 2.3124818801879883 (2.3341214179992678) | > loss_1: 33.317684173583984 (32.47303148905436)  --> STEP: 16 | > loss_disc: 2.4341397285461426 (2.4140075743198395) | > loss_disc_real_0: 0.14854003489017487 (0.13645964348688722) | > loss_disc_real_1: 0.24825942516326904 (0.16143084783107042) | > loss_disc_real_2: 0.24426530301570892 (0.22143382672220469) | > loss_disc_real_3: 0.1899694800376892 (0.23025027476251125) | > loss_disc_real_4: 0.1351214200258255 (0.20776700414717197) | > loss_disc_real_5: 0.17518587410449982 (0.21618190966546535) | > loss_0: 2.4341397285461426 (2.4140075743198395) | > loss_gen: 2.1441102027893066 (2.2555443197488785) | > loss_kl: 2.5739383697509766 (2.9358022212982178) | > loss_feat: 6.415350914001465 (6.525434106588364) | > loss_mel: 14.191510200500488 (18.12125450372696) | > loss_duration: 2.397310733795166 (2.3380707502365112) | > loss_1: 27.722219467163086 (32.17610573768616)  --> STEP: 17 | > loss_disc: 2.6615352630615234 (2.428568026598762) | > loss_disc_real_0: 0.07221522182226181 (0.13268055985955632) | > loss_disc_real_1: 0.20202721655368805 (0.16381886952063618) | > loss_disc_real_2: 0.28826579451560974 (0.22536511894534617) | > loss_disc_real_3: 0.2713048458099365 (0.23266524953000686) | > loss_disc_real_4: 0.31856298446655273 (0.21428441475419438) | > loss_disc_real_5: 0.3466449975967407 (0.22385620895554037) | > loss_0: 2.6615352630615234 (2.428568026598762) | > loss_gen: 2.253481388092041 (2.255422970827888) | > loss_kl: 1.8723031282424927 (2.8732434511184692) | > loss_feat: 6.262015342712402 (6.509938885183895) | > loss_mel: 19.120655059814453 (18.180042771732104) | > loss_duration: 2.3863635063171387 (2.340911500594195) | > loss_1: 31.894819259643555 (32.15955947427189)  --> STEP: 18 | > loss_disc: 2.1954081058502197 (2.4156146976682873) | > loss_disc_real_0: 0.031029071658849716 (0.12703325495951706) | > loss_disc_real_1: 0.11832399666309357 (0.16129137658410603) | > loss_disc_real_2: 0.1803596466779709 (0.22286481493049198) | > loss_disc_real_3: 0.2097272425889969 (0.23139091581106186) | > loss_disc_real_4: 0.1366884559392929 (0.2099735281533665) | > loss_disc_real_5: 0.1740940362215042 (0.22109164380364948) | > loss_0: 2.1954081058502197 (2.4156146976682873) | > loss_gen: 2.0859079360961914 (2.2460054688983493) | > loss_kl: 2.8817391395568848 (2.873715433809492) | > loss_feat: 7.522308349609375 (6.566181633207533) | > loss_mel: 18.54578399658203 (18.200361728668213) | > loss_duration: 2.258671998977661 (2.3363426393932767) | > loss_1: 33.294410705566406 (32.22260676489936)  --> STEP: 19 | > loss_disc: 2.5942306518554688 (2.42501553736235) | > loss_disc_real_0: 0.09864182025194168 (0.12553896892227626) | > loss_disc_real_1: 0.2717454731464386 (0.16710475008738668) | > loss_disc_real_2: 0.2581992447376251 (0.22472452176244637) | > loss_disc_real_3: 0.25698012113571167 (0.23273771609130658) | > loss_disc_real_4: 0.1952768713235855 (0.2092000198991675) | > loss_disc_real_5: 0.2683565020561218 (0.22357926792220065) | > loss_0: 2.5942306518554688 (2.42501553736235) | > loss_gen: 2.201768159866333 (2.2436771894756116) | > loss_kl: 1.9919770956039429 (2.8273081528513053) | > loss_feat: 6.781137943267822 (6.577495123210706) | > loss_mel: 17.69417381286621 (18.173720259415475) | > loss_duration: 2.320939302444458 (2.335531937448602) | > loss_1: 30.98999786376953 (32.157732612208314)  --> STEP: 20 | > loss_disc: 2.301382541656494 (2.4188338875770574) | > loss_disc_real_0: 0.16154548525810242 (0.12733929473906755) | > loss_disc_real_1: 0.13887919485569 (0.16569347232580184) | > loss_disc_real_2: 0.2814689576625824 (0.22756174355745315) | > loss_disc_real_3: 0.212166890501976 (0.23170917481184006) | > loss_disc_real_4: 0.1817365437746048 (0.2078268460929394) | > loss_disc_real_5: 0.1873943954706192 (0.2217700242996216) | > loss_0: 2.301382541656494 (2.4188338875770574) | > loss_gen: 2.3480823040008545 (2.248897445201874) | > loss_kl: 2.3893988132476807 (2.8054126858711244) | > loss_feat: 5.924579620361328 (6.5448493480682375) | > loss_mel: 19.3071346282959 (18.230390977859496) | > loss_duration: 2.284628391265869 (2.332986760139465) | > loss_1: 32.253822326660156 (32.16253709793091)  --> STEP: 21 | > loss_disc: 2.629535675048828 (2.4288673060280943) | > loss_disc_real_0: 0.25602930784225464 (0.1334673906011241) | > loss_disc_real_1: 0.20567187666893005 (0.1675972058659508) | > loss_disc_real_2: 0.2901598811149597 (0.23054260725066775) | > loss_disc_real_3: 0.2596491575241089 (0.23303965017909095) | > loss_disc_real_4: 0.23947256803512573 (0.2093337852330435) | > loss_disc_real_5: 0.2926757037639618 (0.2251464852264949) | > loss_0: 2.629535675048828 (2.4288673060280943) | > loss_gen: 2.427123546600342 (2.2573844024113248) | > loss_kl: 1.8726741075515747 (2.760996563094003) | > loss_feat: 5.379635810852051 (6.4893629891531805) | > loss_mel: 16.768617630004883 (18.160782723199752) | > loss_duration: 2.1602439880371094 (2.324760913848877) | > loss_1: 28.608295440673828 (31.99328749520438)  --> STEP: 22 | > loss_disc: 2.4395785331726074 (2.4293541799892084) | > loss_disc_real_0: 0.08102546632289886 (0.13108366677029568) | > loss_disc_real_1: 0.1766032874584198 (0.16800657321106305) | > loss_disc_real_2: 0.22900758683681488 (0.23047283359549262) | > loss_disc_real_3: 0.1885034590959549 (0.23101527785713022) | > loss_disc_real_4: 0.24393749237060547 (0.2109066810120236) | > loss_disc_real_5: 0.18816572427749634 (0.223465541546995) | > loss_0: 2.4395785331726074 (2.4293541799892084) | > loss_gen: 2.3377585411071777 (2.2610377723520454) | > loss_kl: 1.9809486865997314 (2.725539841435172) | > loss_feat: 9.132875442504883 (6.609522646123713) | > loss_mel: 19.26218032836914 (18.21084625070745) | > loss_duration: 2.180217742919922 (2.3181907697157427) | > loss_1: 34.893978118896484 (32.12513706900857)  --> STEP: 23 | > loss_disc: 2.4295690059661865 (2.429363520249077) | > loss_disc_real_0: 0.1516672968864441 (0.13197860721012822) | > loss_disc_real_1: 0.15428505837917328 (0.16740998560967651) | > loss_disc_real_2: 0.2371387779712677 (0.23076265726400458) | > loss_disc_real_3: 0.2610975503921509 (0.2323232027499572) | > loss_disc_real_4: 0.21238990128040314 (0.2109711688497792) | > loss_disc_real_5: 0.24460111558437347 (0.22438447954862015) | > loss_0: 2.4295690059661865 (2.429363520249077) | > loss_gen: 2.2425684928894043 (2.2602347602014956) | > loss_kl: 2.046982765197754 (2.696037359859632) | > loss_feat: 5.049047946929932 (6.5416759200718095) | > loss_mel: 18.593387603759766 (18.227478483448856) | > loss_duration: 2.2465415000915527 (2.315075584079908) | > loss_1: 30.178529739379883 (32.04050196772037)  --> STEP: 24 | > loss_disc: 2.387895345687866 (2.42763567964236) | > loss_disc_real_0: 0.1355617344379425 (0.1321279041779538) | > loss_disc_real_1: 0.20012825727462769 (0.1687732469290495) | > loss_disc_real_2: 0.21281041204929352 (0.23001464704672495) | > loss_disc_real_3: 0.25666558742523193 (0.23333746877809367) | > loss_disc_real_4: 0.24468430876731873 (0.21237588301301003) | > loss_disc_real_5: 0.2508542537689209 (0.22548738680779934) | > loss_0: 2.387895345687866 (2.42763567964236) | > loss_gen: 2.3624374866485596 (2.26449320713679) | > loss_kl: 2.1614291667938232 (2.6737620184818898) | > loss_feat: 7.02032995223999 (6.561619838078816) | > loss_mel: 17.28830909729004 (18.188346425692238) | > loss_duration: 2.382368564605713 (2.3178794582684836) | > loss_1: 31.214874267578125 (32.006100813547775)  --> STEP: 25 | > loss_disc: 2.6231436729431152 (2.43545599937439) | > loss_disc_real_0: 0.164035364985466 (0.1334042026102543) | > loss_disc_real_1: 0.28662553429603577 (0.17348733842372893) | > loss_disc_real_2: 0.2583054006099701 (0.23114627718925476) | > loss_disc_real_3: 0.2559901773929596 (0.23424357712268828) | > loss_disc_real_4: 0.23059341311454773 (0.21310458421707154) | > loss_disc_real_5: 0.2353653907775879 (0.22588250696659087) | > loss_0: 2.6231436729431152 (2.43545599937439) | > loss_gen: 2.2060794830322266 (2.2621566581726076) | > loss_kl: 2.5330190658569336 (2.6681323003768913) | > loss_feat: 5.543233871459961 (6.520884399414062) | > loss_mel: 15.62417221069336 (18.085779457092283) | > loss_duration: 2.371781826019287 (2.3200355529785157) | > loss_1: 28.27828598022461 (31.85698822021485)  --> STEP: 26 | > loss_disc: 2.6997621059417725 (2.445621618857751) | > loss_disc_real_0: 0.1525517702102661 (0.13414064751794705) | > loss_disc_real_1: 0.18204659223556519 (0.17381654049341494) | > loss_disc_real_2: 0.15575861930847168 (0.2282467518861477) | > loss_disc_real_3: 0.22740602493286133 (0.23398059434615648) | > loss_disc_real_4: 0.20433200895786285 (0.21276717747633273) | > loss_disc_real_5: 0.14973336458206177 (0.22295369379795515) | > loss_0: 2.6997621059417725 (2.445621618857751) | > loss_gen: 1.8396989107131958 (2.2459082832703228) | > loss_kl: 2.16313099861145 (2.648709173385913) | > loss_feat: 9.919891357421875 (6.651615436260517) | > loss_mel: 18.80162239074707 (18.113311877617466) | > loss_duration: 2.297762393951416 (2.319178893015935) | > loss_1: 35.0221061706543 (31.97872352600098) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023666528555063094 (-5.8440061715933026e-05) | > avg_loss_disc: 2.445621618857751 (+0.02687160785381648) | > avg_loss_disc_real_0: 0.13414064751794705 (+0.0027818037913396043) | > avg_loss_disc_real_1: 0.17381654049341494 (-0.0010172438163023878) | > avg_loss_disc_real_2: 0.2282467518861477 (+0.0029571503400802612) | > avg_loss_disc_real_3: 0.23398059434615648 (-0.03214082637658494) | > avg_loss_disc_real_4: 0.21276717747633273 (-0.04669921272076094) | > avg_loss_disc_real_5: 0.22295369379795515 (-0.012359974476007313) | > avg_loss_0: 2.445621618857751 (+0.02687160785381648) | > avg_loss_gen: 2.2459082832703228 (-0.13235300320845322) | > avg_loss_kl: 2.648709173385913 (-0.0747880293772778) | > avg_loss_feat: 6.651615436260517 (-0.33740881773141673) | > avg_loss_mel: 18.113311877617466 (+0.2947123967684213) | > avg_loss_duration: 2.319178893015935 (-0.007718049562894347) | > avg_loss_1: 31.97872352600098 (-0.25755588824931763)  > EPOCH: 481/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:17:36)   --> TIME: 2024-06-11 12:17:44 -- STEP: 19/330 -- GLOBAL_STEP: 246750 | > loss_disc: 2.3669910430908203 (2.343031255822433) | > loss_disc_real_0: 0.11289797723293304 (0.1069002286776116) | > loss_disc_real_1: 0.20580847561359406 (0.2031442828868565) | > loss_disc_real_2: 0.21220338344573975 (0.21635297411366514) | > loss_disc_real_3: 0.22572483122348785 (0.2292669399788505) | > loss_disc_real_4: 0.21532849967479706 (0.2291782929709083) | > loss_disc_real_5: 0.21881768107414246 (0.22705370893603877) | > loss_0: 2.3669910430908203 (2.343031255822433) | > grad_norm_0: tensor(10.1580, device='cuda:0') (tensor(8.4002, device='cuda:0')) | > loss_gen: 2.4851748943328857 (2.5040833071658484) | > loss_kl: 1.995932936668396 (1.8987070008328086) | > loss_feat: 7.530179500579834 (6.885086912857859) | > loss_mel: 17.017377853393555 (17.97583058005885) | > loss_duration: 2.036154270172119 (2.091763402286329) | > loss_1: 31.0648193359375 (31.355471159282484) | > grad_norm_1: tensor(66.0719, device='cuda:0') (tensor(83.0275, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3651 (0.36073196561712967) | > loader_time: 0.0033 (0.0032075957248085423)  --> TIME: 2024-06-11 12:17:54 -- STEP: 44/330 -- GLOBAL_STEP: 246775 | > loss_disc: 2.460695505142212 (2.352444513277574) | > loss_disc_real_0: 0.10741965472698212 (0.11188287584280426) | > loss_disc_real_1: 0.180107980966568 (0.2016849165613001) | > loss_disc_real_2: 0.2232341468334198 (0.21339730207215657) | > loss_disc_real_3: 0.25797244906425476 (0.22825883904641325) | > loss_disc_real_4: 0.25603383779525757 (0.22929091717709194) | > loss_disc_real_5: 0.21887561678886414 (0.22268821028145877) | > loss_0: 2.460695505142212 (2.352444513277574) | > grad_norm_0: tensor(16.9680, device='cuda:0') (tensor(9.4014, device='cuda:0')) | > loss_gen: 2.4642574787139893 (2.4863266511396933) | > loss_kl: 1.730579137802124 (1.8985382426868787) | > loss_feat: 7.300356864929199 (6.967234156348488) | > loss_mel: 17.866077423095703 (18.000275698575106) | > loss_duration: 1.9413800239562988 (2.040323563597419) | > loss_1: 31.30265235900879 (31.392698418010365) | > grad_norm_1: tensor(152.2578, device='cuda:0') (tensor(89.6101, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3587 (0.36807035316120496) | > loader_time: 0.0031 (0.0033805803819136186)  --> TIME: 2024-06-11 12:18:03 -- STEP: 69/330 -- GLOBAL_STEP: 246800 | > loss_disc: 2.4098801612854004 (2.3639613821886587) | > loss_disc_real_0: 0.11756061017513275 (0.11354759265331255) | > loss_disc_real_1: 0.1982368677854538 (0.20075640298318173) | > loss_disc_real_2: 0.2029903084039688 (0.21300111408682837) | > loss_disc_real_3: 0.22145557403564453 (0.23046414424543796) | > loss_disc_real_4: 0.22739392518997192 (0.23031907280286154) | > loss_disc_real_5: 0.2371526062488556 (0.22339376785616943) | > loss_0: 2.4098801612854004 (2.3639613821886587) | > grad_norm_0: tensor(6.6526, device='cuda:0') (tensor(10.5394, device='cuda:0')) | > loss_gen: 2.2905466556549072 (2.470321555068528) | > loss_kl: 1.7336277961730957 (1.907821950705155) | > loss_feat: 6.735367774963379 (6.947114377781965) | > loss_mel: 16.615951538085938 (17.932608507681586) | > loss_duration: 1.961392879486084 (2.023187932760819) | > loss_1: 29.33688735961914 (31.2810543447301) | > grad_norm_1: tensor(114.6199, device='cuda:0') (tensor(114.3436, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3869 (0.3694647982500602) | > loader_time: 0.0032 (0.0034567929696345673)  --> TIME: 2024-06-11 12:18:13 -- STEP: 94/330 -- GLOBAL_STEP: 246825 | > loss_disc: 2.4384214878082275 (2.3551626535172154) | > loss_disc_real_0: 0.19950798153877258 (0.11410386555213878) | > loss_disc_real_1: 0.2079124003648758 (0.19908299788515618) | > loss_disc_real_2: 0.18961596488952637 (0.21192544017066348) | > loss_disc_real_3: 0.25197118520736694 (0.22946419804654222) | > loss_disc_real_4: 0.26537805795669556 (0.22970999951692336) | > loss_disc_real_5: 0.24031992256641388 (0.2222190575396761) | > loss_0: 2.4384214878082275 (2.3551626535172154) | > grad_norm_0: tensor(15.9215, device='cuda:0') (tensor(14.2280, device='cuda:0')) | > loss_gen: 2.5191116333007812 (2.476112178031434) | > loss_kl: 1.792217493057251 (1.9123105254579098) | > loss_feat: 6.785470962524414 (6.951864841136526) | > loss_mel: 18.414073944091797 (17.85402340584614) | > loss_duration: 2.033323287963867 (2.017260570475395) | > loss_1: 31.54419708251953 (31.211571571674753) | > grad_norm_1: tensor(245.9801, device='cuda:0') (tensor(154.0644, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3675 (0.370602622945258) | > loader_time: 0.0034 (0.00356682817986671)  --> TIME: 2024-06-11 12:18:22 -- STEP: 119/330 -- GLOBAL_STEP: 246850 | > loss_disc: 2.278923749923706 (2.351345456948802) | > loss_disc_real_0: 0.10840163379907608 (0.11381998664441229) | > loss_disc_real_1: 0.1829257756471634 (0.1983041554188528) | > loss_disc_real_2: 0.24205490946769714 (0.2114866004020226) | > loss_disc_real_3: 0.20523595809936523 (0.22938590315209717) | > loss_disc_real_4: 0.23155754804611206 (0.22945401898953094) | > loss_disc_real_5: 0.232887402176857 (0.22246530814831997) | > loss_0: 2.278923749923706 (2.351345456948802) | > grad_norm_0: tensor(34.3489, device='cuda:0') (tensor(16.9420, device='cuda:0')) | > loss_gen: 2.5656485557556152 (2.484910878814569) | > loss_kl: 1.975983738899231 (1.9219133322980224) | > loss_feat: 7.340122222900391 (6.982031866281974) | > loss_mel: 17.641996383666992 (17.844991251200188) | > loss_duration: 1.999859094619751 (2.0176057274602033) | > loss_1: 31.523611068725586 (31.251453063067267) | > grad_norm_1: tensor(248.6790, device='cuda:0') (tensor(182.4373, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3802 (0.37331925720727743) | > loader_time: 0.0043 (0.0036947747238543853)  --> TIME: 2024-06-11 12:18:32 -- STEP: 144/330 -- GLOBAL_STEP: 246875 | > loss_disc: 2.457451105117798 (2.347705276476013) | > loss_disc_real_0: 0.12699197232723236 (0.11271476766301526) | > loss_disc_real_1: 0.19395305216312408 (0.19807523095773324) | > loss_disc_real_2: 0.1997794806957245 (0.21135556625409258) | > loss_disc_real_3: 0.21508386731147766 (0.22910010907799006) | > loss_disc_real_4: 0.18244680762290955 (0.22780980356037617) | > loss_disc_real_5: 0.16772380471229553 (0.2223661829613977) | > loss_0: 2.457451105117798 (2.347705276476013) | > grad_norm_0: tensor(18.5327, device='cuda:0') (tensor(20.2470, device='cuda:0')) | > loss_gen: 2.4467175006866455 (2.5045635269747835) | > loss_kl: 2.042363166809082 (1.9283922695451312) | > loss_feat: 7.165602207183838 (7.03676438331604) | > loss_mel: 17.95826530456543 (17.864947213066944) | > loss_duration: 2.0100889205932617 (2.0212700433201265) | > loss_1: 31.62303924560547 (31.35593749417199) | > grad_norm_1: tensor(270.2138, device='cuda:0') (tensor(210.3425, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3823 (0.37453631228870826) | > loader_time: 0.0039 (0.0037834693988164267)  --> TIME: 2024-06-11 12:18:42 -- STEP: 169/330 -- GLOBAL_STEP: 246900 | > loss_disc: 2.320709705352783 (2.3480896484217006) | > loss_disc_real_0: 0.0827888548374176 (0.11326737710710108) | > loss_disc_real_1: 0.2069225311279297 (0.198572355085576) | > loss_disc_real_2: 0.2021029144525528 (0.21122398134872056) | > loss_disc_real_3: 0.2212347537279129 (0.22929019018037786) | > loss_disc_real_4: 0.20676277577877045 (0.22764596960248326) | > loss_disc_real_5: 0.1935872584581375 (0.22270292290569058) | > loss_0: 2.320709705352783 (2.3480896484217006) | > grad_norm_0: tensor(11.1951, device='cuda:0') (tensor(23.1951, device='cuda:0')) | > loss_gen: 2.5789783000946045 (2.5135454581334047) | > loss_kl: 1.8497117757797241 (1.9311529531986755) | > loss_feat: 6.884313583374023 (7.061099218898977) | > loss_mel: 18.050464630126953 (17.86249165281036) | > loss_duration: 2.0785412788391113 (2.025746715139356) | > loss_1: 31.442007064819336 (31.394035948804145) | > grad_norm_1: tensor(303.7870, device='cuda:0') (tensor(234.9112, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3834 (0.37648033954688087) | > loader_time: 0.0052 (0.003875424876015567)  --> TIME: 2024-06-11 12:18:52 -- STEP: 194/330 -- GLOBAL_STEP: 246925 | > loss_disc: 2.3261146545410156 (2.3499094174080306) | > loss_disc_real_0: 0.1059485450387001 (0.11523242241021284) | > loss_disc_real_1: 0.21032215654850006 (0.19796686174021547) | > loss_disc_real_2: 0.22538447380065918 (0.21100259963999093) | > loss_disc_real_3: 0.23321108520030975 (0.22943130204665294) | > loss_disc_real_4: 0.24183502793312073 (0.2273124633836992) | > loss_disc_real_5: 0.2110111117362976 (0.2225357122027997) | > loss_0: 2.3261146545410156 (2.3499094174080306) | > grad_norm_0: tensor(11.9528, device='cuda:0') (tensor(24.5208, device='cuda:0')) | > loss_gen: 2.5682053565979004 (2.507629882429064) | > loss_kl: 2.066110849380493 (1.9274537532599931) | > loss_feat: 7.1647186279296875 (7.070033594505074) | > loss_mel: 17.8808650970459 (17.83400224901965) | > loss_duration: 2.0449209213256836 (2.032446479674469) | > loss_1: 31.72481918334961 (31.371565926935254) | > grad_norm_1: tensor(276.8103, device='cuda:0') (tensor(245.9177, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3893 (0.3789317755355049) | > loader_time: 0.0044 (0.003980967187389885)  --> TIME: 2024-06-11 12:19:02 -- STEP: 219/330 -- GLOBAL_STEP: 246950 | > loss_disc: 2.2940163612365723 (2.3512062525640345) | > loss_disc_real_0: 0.1023188903927803 (0.11574936709175371) | > loss_disc_real_1: 0.16738155484199524 (0.19790497959748787) | > loss_disc_real_2: 0.1986757069826126 (0.21129242340995844) | > loss_disc_real_3: 0.20216214656829834 (0.22954703078150204) | > loss_disc_real_4: 0.2319543957710266 (0.22755415860104233) | > loss_disc_real_5: 0.20946775376796722 (0.22235912336334246) | > loss_0: 2.2940163612365723 (2.3512062525640345) | > grad_norm_0: tensor(14.7464, device='cuda:0') (tensor(25.1739, device='cuda:0')) | > loss_gen: 2.5443005561828613 (2.502304572492975) | > loss_kl: 2.0362136363983154 (1.9290286242689716) | > loss_feat: 8.01160717010498 (7.069850734379738) | > loss_mel: 18.107439041137695 (17.8090235479346) | > loss_duration: 2.092710018157959 (2.0400480674282075) | > loss_1: 32.79227066040039 (31.350255522009444) | > grad_norm_1: tensor(264.5128, device='cuda:0') (tensor(256.6359, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.3927 (0.3813275038923848) | > loader_time: 0.005 (0.004098142118758808)  --> TIME: 2024-06-11 12:19:13 -- STEP: 244/330 -- GLOBAL_STEP: 246975 | > loss_disc: 2.2772257328033447 (2.3522302430184165) | > loss_disc_real_0: 0.1052217185497284 (0.11658943313189217) | > loss_disc_real_1: 0.2053651362657547 (0.19823463590907264) | > loss_disc_real_2: 0.216515451669693 (0.21135585474186258) | > loss_disc_real_3: 0.22676730155944824 (0.22908447872175544) | > loss_disc_real_4: 0.21953189373016357 (0.22763154649587927) | > loss_disc_real_5: 0.2241297960281372 (0.2224303085784443) | > loss_0: 2.2772257328033447 (2.3522302430184165) | > grad_norm_0: tensor(34.5108, device='cuda:0') (tensor(26.4937, device='cuda:0')) | > loss_gen: 2.712467670440674 (2.498926535004476) | > loss_kl: 1.8460149765014648 (1.9310988969490177) | > loss_feat: 8.001063346862793 (7.05271379087792) | > loss_mel: 18.080806732177734 (17.77194276403207) | > loss_duration: 2.0578665733337402 (2.048396178444881) | > loss_1: 32.698219299316406 (31.303078127689048) | > grad_norm_1: tensor(606.9482, device='cuda:0') (tensor(269.3153, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.4363 (0.3849410365839474) | > loader_time: 0.006 (0.0042271037570765805)  --> TIME: 2024-06-11 12:19:24 -- STEP: 269/330 -- GLOBAL_STEP: 247000 | > loss_disc: 2.491527795791626 (2.354547387162106) | > loss_disc_real_0: 0.24718226492404938 (0.11777266120489645) | > loss_disc_real_1: 0.23303765058517456 (0.19908669768212892) | > loss_disc_real_2: 0.2227538377046585 (0.21152284636151839) | > loss_disc_real_3: 0.22546297311782837 (0.2292775835800348) | > loss_disc_real_4: 0.22619818150997162 (0.22776879564093835) | > loss_disc_real_5: 0.2094241976737976 (0.2220951314863219) | > loss_0: 2.491527795791626 (2.354547387162106) | > grad_norm_0: tensor(68.9986, device='cuda:0') (tensor(28.0544, device='cuda:0')) | > loss_gen: 2.4818003177642822 (2.4995129498407307) | > loss_kl: 1.9139714241027832 (1.9341666339498471) | > loss_feat: 6.354617118835449 (7.061486167978621) | > loss_mel: 16.604347229003906 (17.74939230738075) | > loss_duration: 2.139159679412842 (2.0562050736969755) | > loss_1: 29.493896484375 (31.300763147914278) | > grad_norm_1: tensor(371.4844, device='cuda:0') (tensor(280.4781, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.4447 (0.3895515066097217) | > loader_time: 0.0054 (0.004364018989761528) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_247000.pth  --> TIME: 2024-06-11 12:19:41 -- STEP: 294/330 -- GLOBAL_STEP: 247025 | > loss_disc: 2.380805730819702 (2.355756641245213) | > loss_disc_real_0: 0.10460324585437775 (0.11740548178857686) | > loss_disc_real_1: 0.20217293500900269 (0.19930027085704866) | > loss_disc_real_2: 0.20779113471508026 (0.21186759981776587) | > loss_disc_real_3: 0.21536532044410706 (0.22917331075992714) | > loss_disc_real_4: 0.2388431876897812 (0.2276178482843905) | > loss_disc_real_5: 0.21456506848335266 (0.22254335282205728) | > loss_0: 2.380805730819702 (2.355756641245213) | > grad_norm_0: tensor(55.6850, device='cuda:0') (tensor(29.6529, device='cuda:0')) | > loss_gen: 2.532491445541382 (2.5019008845699084) | > loss_kl: 1.9950354099273682 (1.9373721687161192) | > loss_feat: 7.683071136474609 (7.075442627173701) | > loss_mel: 16.963075637817383 (17.69610015389058) | > loss_duration: 2.199835777282715 (2.065998914695924) | > loss_1: 31.37350845336914 (31.276814778645832) | > grad_norm_1: tensor(541.3159, device='cuda:0') (tensor(292.8269, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.4506 (0.39709670446356954) | > loader_time: 0.0063 (0.004552772255981866)  --> TIME: 2024-06-11 12:19:54 -- STEP: 319/330 -- GLOBAL_STEP: 247050 | > loss_disc: 2.4874086380004883 (2.360374955174317) | > loss_disc_real_0: 0.08732952177524567 (0.11917784034645296) | > loss_disc_real_1: 0.27373942732810974 (0.20063716444102206) | > loss_disc_real_2: 0.2796277403831482 (0.21230094410409006) | > loss_disc_real_3: 0.27166715264320374 (0.22933578692072984) | > loss_disc_real_4: 0.2972663342952728 (0.227649286436063) | > loss_disc_real_5: 0.2565271854400635 (0.2223536004560495) | > loss_0: 2.4874086380004883 (2.360374955174317) | > grad_norm_0: tensor(51.7455, device='cuda:0') (tensor(31.4169, device='cuda:0')) | > loss_gen: 2.3689043521881104 (2.502345650173654) | > loss_kl: 1.9419662952423096 (1.9407992179864626) | > loss_feat: 8.312885284423828 (7.099243147619838) | > loss_mel: 17.767353057861328 (17.66551846172367) | > loss_duration: 2.266632080078125 (2.0797698172656003) | > loss_1: 32.65774154663086 (31.28767632989674) | > grad_norm_1: tensor(521.0262, device='cuda:0') (tensor(304.6151, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.5541 (0.40608007780810507) | > loader_time: 0.0084 (0.004763729519978588)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3214380741119385 (2.3214380741119385) | > loss_disc_real_0: 0.04604844003915787 (0.04604844003915787) | > loss_disc_real_1: 0.22881777584552765 (0.22881777584552765) | > loss_disc_real_2: 0.1496179699897766 (0.1496179699897766) | > loss_disc_real_3: 0.23833724856376648 (0.23833724856376648) | > loss_disc_real_4: 0.29642513394355774 (0.29642513394355774) | > loss_disc_real_5: 0.2943403720855713 (0.2943403720855713) | > loss_0: 2.3214380741119385 (2.3214380741119385) | > loss_gen: 2.460416316986084 (2.460416316986084) | > loss_kl: 2.144380569458008 (2.144380569458008) | > loss_feat: 5.879131317138672 (5.879131317138672) | > loss_mel: 17.51973533630371 (17.51973533630371) | > loss_duration: 3.027649164199829 (3.027649164199829) | > loss_1: 31.031312942504883 (31.031312942504883)  --> STEP: 1 | > loss_disc: 2.371243715286255 (2.371243715286255) | > loss_disc_real_0: 0.03555760532617569 (0.03555760532617569) | > loss_disc_real_1: 0.17259728908538818 (0.17259728908538818) | > loss_disc_real_2: 0.15285833179950714 (0.15285833179950714) | > loss_disc_real_3: 0.18083485960960388 (0.18083485960960388) | > loss_disc_real_4: 0.17681187391281128 (0.17681187391281128) | > loss_disc_real_5: 0.1840197890996933 (0.1840197890996933) | > loss_0: 2.371243715286255 (2.371243715286255) | > loss_gen: 2.104705810546875 (2.104705810546875) | > loss_kl: 2.722507953643799 (2.722507953643799) | > loss_feat: 6.283411979675293 (6.283411979675293) | > loss_mel: 19.78545379638672 (19.78545379638672) | > loss_duration: 2.376586675643921 (2.376586675643921) | > loss_1: 33.272666931152344 (33.272666931152344)  --> STEP: 2 | > loss_disc: 2.4349584579467773 (2.403101086616516) | > loss_disc_real_0: 0.11093109101057053 (0.07324434816837311) | > loss_disc_real_1: 0.3122321367263794 (0.2424147129058838) | > loss_disc_real_2: 0.2072082906961441 (0.18003331124782562) | > loss_disc_real_3: 0.19912506639957428 (0.18997996300458908) | > loss_disc_real_4: 0.26156342029571533 (0.2191876471042633) | > loss_disc_real_5: 0.29206323623657227 (0.23804151266813278) | > loss_0: 2.4349584579467773 (2.403101086616516) | > loss_gen: 2.46053409576416 (2.2826199531555176) | > loss_kl: 3.494757652282715 (3.108632802963257) | > loss_feat: 5.948246955871582 (6.1158294677734375) | > loss_mel: 17.301034927368164 (18.54324436187744) | > loss_duration: 2.498255968093872 (2.4374213218688965) | > loss_1: 31.702831268310547 (32.487749099731445)  --> STEP: 3 | > loss_disc: 2.1809608936309814 (2.329054355621338) | > loss_disc_real_0: 0.06929388642311096 (0.07192752758661906) | > loss_disc_real_1: 0.1376933604478836 (0.20750759541988373) | > loss_disc_real_2: 0.1730761080980301 (0.1777142435312271) | > loss_disc_real_3: 0.153203085064888 (0.17772100369135538) | > loss_disc_real_4: 0.23498865962028503 (0.22445465127627054) | > loss_disc_real_5: 0.2497696876525879 (0.24195090432961783) | > loss_0: 2.1809608936309814 (2.329054355621338) | > loss_gen: 2.2785356044769287 (2.281258503595988) | > loss_kl: 3.165750741958618 (3.1276721159617105) | > loss_feat: 6.469671249389648 (6.233776728312175) | > loss_mel: 16.871623992919922 (17.986037572224934) | > loss_duration: 2.249739646911621 (2.3748607635498047) | > loss_1: 31.035320281982422 (32.00360616048177)  --> STEP: 4 | > loss_disc: 2.212351083755493 (2.2998785376548767) | > loss_disc_real_0: 0.08842781186103821 (0.07605259865522385) | > loss_disc_real_1: 0.20452788472175598 (0.2067626677453518) | > loss_disc_real_2: 0.17095905542373657 (0.17602544650435448) | > loss_disc_real_3: 0.24934090673923492 (0.19562597945332527) | > loss_disc_real_4: 0.24751465022563934 (0.23021965101361275) | > loss_disc_real_5: 0.22451119124889374 (0.2375909760594368) | > loss_0: 2.212351083755493 (2.2998785376548767) | > loss_gen: 2.602686882019043 (2.3616155982017517) | > loss_kl: 3.0301294326782227 (3.1032864451408386) | > loss_feat: 6.947710037231445 (6.412260055541992) | > loss_mel: 15.700510025024414 (17.414655685424805) | > loss_duration: 2.3924293518066406 (2.3792529106140137) | > loss_1: 30.673465728759766 (31.67107105255127)  --> STEP: 5 | > loss_disc: 2.55462908744812 (2.3508286476135254) | > loss_disc_real_0: 0.09895434975624084 (0.08063294887542724) | > loss_disc_real_1: 0.2949163615703583 (0.22439340651035308) | > loss_disc_real_2: 0.2643391489982605 (0.19368818700313567) | > loss_disc_real_3: 0.1998569369316101 (0.19647217094898223) | > loss_disc_real_4: 0.25309598445892334 (0.23479491770267485) | > loss_disc_real_5: 0.26725348830223083 (0.2435234785079956) | > loss_0: 2.55462908744812 (2.3508286476135254) | > loss_gen: 2.334723949432373 (2.356237268447876) | > loss_kl: 2.836233139038086 (3.049875783920288) | > loss_feat: 6.243298053741455 (6.378467655181884) | > loss_mel: 17.903766632080078 (17.51247787475586) | > loss_duration: 2.399580478668213 (2.3833184242248535) | > loss_1: 31.717601776123047 (31.680377197265624)  --> STEP: 6 | > loss_disc: 2.619062662124634 (2.39553431669871) | > loss_disc_real_0: 0.17983970046043396 (0.09716740747292836) | > loss_disc_real_1: 0.303790807723999 (0.2376263067126274) | > loss_disc_real_2: 0.25108155608177185 (0.2032537485162417) | > loss_disc_real_3: 0.2773870527744293 (0.20995798458655676) | > loss_disc_real_4: 0.272713840007782 (0.24111473808685938) | > loss_disc_real_5: 0.2217995822429657 (0.23990282913049063) | > loss_0: 2.619062662124634 (2.39553431669871) | > loss_gen: 2.4020471572875977 (2.363872249921163) | > loss_kl: 3.0325286388397217 (3.046984593073527) | > loss_feat: 5.861661911010742 (6.292333364486694) | > loss_mel: 17.27692222595215 (17.473218599955242) | > loss_duration: 2.118351459503174 (2.3391572634379068) | > loss_1: 30.691509246826172 (31.515565872192383)  --> STEP: 7 | > loss_disc: 2.223008632659912 (2.3708877904074535) | > loss_disc_real_0: 0.08689779788255692 (0.09570032038858958) | > loss_disc_real_1: 0.1913486272096634 (0.2310152096407754) | > loss_disc_real_2: 0.2385992407798767 (0.20830310455390386) | > loss_disc_real_3: 0.22197017073631287 (0.21167401117937906) | > loss_disc_real_4: 0.17750385403633118 (0.23202746893678391) | > loss_disc_real_5: 0.22335097193717957 (0.23753827810287476) | > loss_0: 2.223008632659912 (2.3708877904074535) | > loss_gen: 2.4441046714782715 (2.3753340244293213) | > loss_kl: 4.595890998840332 (3.2682569367544994) | > loss_feat: 8.142346382141113 (6.556620938437326) | > loss_mel: 18.270139694213867 (17.587064470563615) | > loss_duration: 2.534219980239868 (2.367023365838187) | > loss_1: 35.98670196533203 (32.15429959978376)  --> STEP: 8 | > loss_disc: 2.272914171218872 (2.3586410880088806) | > loss_disc_real_0: 0.18090379238128662 (0.10635075438767672) | > loss_disc_real_1: 0.1598404198884964 (0.22211836092174053) | > loss_disc_real_2: 0.18946480751037598 (0.20594831742346287) | > loss_disc_real_3: 0.21188043057918549 (0.21169981360435486) | > loss_disc_real_4: 0.18940547108650208 (0.2266997192054987) | > loss_disc_real_5: 0.2151038497686386 (0.23473397456109524) | > loss_0: 2.272914171218872 (2.3586410880088806) | > loss_gen: 2.5114922523498535 (2.392353802919388) | > loss_kl: 3.2647790908813477 (3.2678222060203552) | > loss_feat: 8.290175437927246 (6.773315250873566) | > loss_mel: 18.360076904296875 (17.683691024780273) | > loss_duration: 2.2875924110412598 (2.357094496488571) | > loss_1: 34.71411895751953 (32.47427701950073)  --> STEP: 9 | > loss_disc: 2.485184669494629 (2.3727014859517417) | > loss_disc_real_0: 0.06786015629768372 (0.10207402126656638) | > loss_disc_real_1: 0.25866207480430603 (0.22617877357535893) | > loss_disc_real_2: 0.2969130575656891 (0.2160555107725991) | > loss_disc_real_3: 0.22979362308979034 (0.21371023688051435) | > loss_disc_real_4: 0.2336340695619583 (0.22747020257843864) | > loss_disc_real_5: 0.2866308391094208 (0.2405002928442425) | > loss_0: 2.485184669494629 (2.3727014859517417) | > loss_gen: 2.4190618991851807 (2.3953213691711426) | > loss_kl: 1.9664244651794434 (3.1232224570380316) | > loss_feat: 9.949771881103516 (7.126254876454671) | > loss_mel: 17.387176513671875 (17.650744967990452) | > loss_duration: 2.1381916999816895 (2.332771963543362) | > loss_1: 33.860626220703125 (32.62831581963433)  --> STEP: 10 | > loss_disc: 2.3162004947662354 (2.367051386833191) | > loss_disc_real_0: 0.11500280350446701 (0.10336689949035645) | > loss_disc_real_1: 0.2351449728012085 (0.22707539349794387) | > loss_disc_real_2: 0.2182512879371643 (0.21627508848905563) | > loss_disc_real_3: 0.20316745340824127 (0.21265595853328706) | > loss_disc_real_4: 0.20129360258579254 (0.22485254257917403) | > loss_disc_real_5: 0.2010166049003601 (0.23655192404985428) | > loss_0: 2.3162004947662354 (2.367051386833191) | > loss_gen: 2.337817907333374 (2.389571022987366) | > loss_kl: 2.5912230014801025 (3.0700225114822386) | > loss_feat: 6.739790439605713 (7.087608432769775) | > loss_mel: 18.669801712036133 (17.752650642395018) | > loss_duration: 2.3457398414611816 (2.334068751335144) | > loss_1: 32.68437576293945 (32.63392181396485)  --> STEP: 11 | > loss_disc: 2.4195470809936523 (2.37182372266596) | > loss_disc_real_0: 0.07468860596418381 (0.10075978189706802) | > loss_disc_real_1: 0.2426149547100067 (0.22848808088085867) | > loss_disc_real_2: 0.1930561512708664 (0.2141642760146748) | > loss_disc_real_3: 0.19344298541545868 (0.21090932461348447) | > loss_disc_real_4: 0.22474515438079834 (0.22484278001568533) | > loss_disc_real_5: 0.26106059551239014 (0.23877998509190299) | > loss_0: 2.4195470809936523 (2.37182372266596) | > loss_gen: 2.2532057762145996 (2.3771741823716597) | > loss_kl: 2.9090704917907715 (3.0553905096921055) | > loss_feat: 7.4166483879089355 (7.117521155964244) | > loss_mel: 17.97872543334961 (17.773202896118164) | > loss_duration: 2.4806063175201416 (2.3473903482610528) | > loss_1: 33.03825759887695 (32.67067961259322)  --> STEP: 12 | > loss_disc: 2.405675172805786 (2.374644676844279) | > loss_disc_real_0: 0.08222286403179169 (0.09921503874162833) | > loss_disc_real_1: 0.30163589119911194 (0.23458373174071312) | > loss_disc_real_2: 0.2626006603240967 (0.21820064137379327) | > loss_disc_real_3: 0.153985396027565 (0.20616566389799118) | > loss_disc_real_4: 0.21838852763175964 (0.2243049256503582) | > loss_disc_real_5: 0.2864900529384613 (0.2427558240791162) | > loss_0: 2.405675172805786 (2.374644676844279) | > loss_gen: 2.307889938354492 (2.3714004953702292) | > loss_kl: 2.360431671142578 (2.9974772731463113) | > loss_feat: 6.4938459396362305 (7.065548221270244) | > loss_mel: 16.710529327392578 (17.684646765391033) | > loss_duration: 2.2602744102478027 (2.3401306867599487) | > loss_1: 30.132972717285156 (32.459204037984215)  --> STEP: 13 | > loss_disc: 2.5459327697753906 (2.387820683992826) | > loss_disc_real_0: 0.1495065987110138 (0.1030836202777349) | > loss_disc_real_1: 0.29719823598861694 (0.23940023206747496) | > loss_disc_real_2: 0.2237173467874527 (0.21862500332869017) | > loss_disc_real_3: 0.2162722647190094 (0.2069430947303772) | > loss_disc_real_4: 0.250148206949234 (0.22629287036565635) | > loss_disc_real_5: 0.1839779168367386 (0.23823444659893328) | > loss_0: 2.5459327697753906 (2.387820683992826) | > loss_gen: 2.2698934078216553 (2.3635922578664927) | > loss_kl: 3.018723726272583 (2.999111615694486) | > loss_feat: 6.6940131187438965 (7.036968597998986) | > loss_mel: 16.26732063293457 (17.575621678278996) | > loss_duration: 2.2690939903259277 (2.3346663254957933) | > loss_1: 30.519044876098633 (32.30996102553148)  --> STEP: 14 | > loss_disc: 2.2622177600860596 (2.378849046570914) | > loss_disc_real_0: 0.07920360565185547 (0.10137790494731494) | > loss_disc_real_1: 0.23262996971607208 (0.2389166418995176) | > loss_disc_real_2: 0.18984821438789368 (0.21656951840434754) | > loss_disc_real_3: 0.20418931543827057 (0.20674639620951243) | > loss_disc_real_4: 0.25430548191070557 (0.22829377119030272) | > loss_disc_real_5: 0.23540915548801422 (0.2380326400910105) | > loss_0: 2.2622177600860596 (2.378849046570914) | > loss_gen: 2.477665662765503 (2.371740358216422) | > loss_kl: 2.988661289215088 (2.9983651638031006) | > loss_feat: 6.408507823944092 (6.992078542709351) | > loss_mel: 18.912843704223633 (17.67113753727504) | > loss_duration: 2.4489712715148926 (2.3428309644971574) | > loss_1: 33.23664855957031 (32.37615299224854)  --> STEP: 15 | > loss_disc: 2.5495285987854004 (2.390227683385213) | > loss_disc_real_0: 0.1743832528591156 (0.10624492814143499) | > loss_disc_real_1: 0.2489168792963028 (0.2395833243926366) | > loss_disc_real_2: 0.2404315173625946 (0.21816031833489735) | > loss_disc_real_3: 0.22142136096954346 (0.2077247271935145) | > loss_disc_real_4: 0.20625807344913483 (0.22682472467422485) | > loss_disc_real_5: 0.20509469509124756 (0.2358367770910263) | > loss_0: 2.5495285987854004 (2.390227683385213) | > loss_gen: 2.2700095176696777 (2.3649583021799723) | > loss_kl: 3.3980629444122314 (3.025011682510376) | > loss_feat: 6.672161102294922 (6.970750713348389) | > loss_mel: 18.71821403503418 (17.740942637125652) | > loss_duration: 2.349357843399048 (2.3432660897572837) | > loss_1: 33.407806396484375 (32.44492988586426)  --> STEP: 16 | > loss_disc: 2.610103130340576 (2.4039698988199234) | > loss_disc_real_0: 0.14271457493305206 (0.10852428106591105) | > loss_disc_real_1: 0.4020811915397644 (0.2497394410893321) | > loss_disc_real_2: 0.20644886791706085 (0.21742835268378258) | > loss_disc_real_3: 0.18660813570022583 (0.20640494022518396) | > loss_disc_real_4: 0.20137634873390198 (0.22523420117795467) | > loss_disc_real_5: 0.2486533671617508 (0.2366378139704466) | > loss_0: 2.610103130340576 (2.4039698988199234) | > loss_gen: 2.4797918796539307 (2.3721354007720947) | > loss_kl: 2.2642109394073486 (2.9774616360664368) | > loss_feat: 7.418467998504639 (6.998733043670654) | > loss_mel: 15.648024559020996 (17.61013525724411) | > loss_duration: 2.318854808807373 (2.341740384697914) | > loss_1: 30.129350662231445 (32.30020618438721)  --> STEP: 17 | > loss_disc: 2.574388265609741 (2.413994508631089) | > loss_disc_real_0: 0.1096801832318306 (0.10859227531096514) | > loss_disc_real_1: 0.17354094982147217 (0.24525717689710505) | > loss_disc_real_2: 0.23111748695373535 (0.21823359587613275) | > loss_disc_real_3: 0.26377710700035095 (0.20977977356489966) | > loss_disc_real_4: 0.3036024868488312 (0.22984410033506505) | > loss_disc_real_5: 0.3234213888645172 (0.24174273014068604) | > loss_0: 2.574388265609741 (2.413994508631089) | > loss_gen: 2.242572546005249 (2.3645140563740448) | > loss_kl: 2.433154344558716 (2.9454435600953945) | > loss_feat: 6.7794928550720215 (6.985836561988382) | > loss_mel: 17.308395385742188 (17.592385853038113) | > loss_duration: 2.3981175422668457 (2.345056688084322) | > loss_1: 31.161731719970703 (32.23323709824506)  --> STEP: 18 | > loss_disc: 2.27402663230896 (2.406218515502082) | > loss_disc_real_0: 0.0923658013343811 (0.10769080453448826) | > loss_disc_real_1: 0.21133305132389069 (0.2433725032541487) | > loss_disc_real_2: 0.16044388711452484 (0.21502305650048786) | > loss_disc_real_3: 0.18358595669269562 (0.20832456151644388) | > loss_disc_real_4: 0.15777701139450073 (0.22584037317170036) | > loss_disc_real_5: 0.2016385793685913 (0.23951472176445854) | > loss_0: 2.27402663230896 (2.406218515502082) | > loss_gen: 2.181577444076538 (2.3543509112464056) | > loss_kl: 2.868459939956665 (2.9411666923099093) | > loss_feat: 8.2822847366333 (7.057861460579766) | > loss_mel: 18.97736167907715 (17.669328954484726) | > loss_duration: 2.234708070755005 (2.3389262093438044) | > loss_1: 34.54438781738281 (32.36163436041938)  --> STEP: 19 | > loss_disc: 2.3237292766571045 (2.401876976615504) | > loss_disc_real_0: 0.08006332069635391 (0.10623672643774434) | > loss_disc_real_1: 0.2136344164609909 (0.2418073407913509) | > loss_disc_real_2: 0.22799086570739746 (0.21570557277453573) | > loss_disc_real_3: 0.22410129010677338 (0.20915491565277702) | > loss_disc_real_4: 0.20171712338924408 (0.22457072844630793) | > loss_disc_real_5: 0.21158717572689056 (0.23804485092037603) | > loss_0: 2.3237292766571045 (2.401876976615504) | > loss_gen: 2.2407150268554688 (2.34837007522583) | > loss_kl: 1.9502723217010498 (2.889014357014706) | > loss_feat: 9.28419017791748 (7.1750366562291195) | > loss_mel: 18.075437545776367 (17.6907030908685) | > loss_duration: 2.2920124530792236 (2.3364570642772473) | > loss_1: 33.842628479003906 (32.439581419292246)  --> STEP: 20 | > loss_disc: 2.5271549224853516 (2.4081408739089967) | > loss_disc_real_0: 0.09967304766178131 (0.10590854249894618) | > loss_disc_real_1: 0.2525100111961365 (0.2423424743115902) | > loss_disc_real_2: 0.294889897108078 (0.21966478899121283) | > loss_disc_real_3: 0.20600928366184235 (0.2089976340532303) | > loss_disc_real_4: 0.26342979073524475 (0.22651368156075477) | > loss_disc_real_5: 0.2954186201095581 (0.24091353937983512) | > loss_0: 2.5271549224853516 (2.4081408739089967) | > loss_gen: 2.5407371520996094 (2.357988429069519) | > loss_kl: 2.2357263565063477 (2.8563499569892885) | > loss_feat: 7.812936782836914 (7.2069316625595095) | > loss_mel: 19.405309677124023 (17.776433420181274) | > loss_duration: 2.3309683799743652 (2.3361826300621034) | > loss_1: 34.32567596435547 (32.533886146545406)  --> STEP: 21 | > loss_disc: 2.4118728637695312 (2.408318587711879) | > loss_disc_real_0: 0.09179474413394928 (0.10523645686251777) | > loss_disc_real_1: 0.25189581513404846 (0.24279739530313582) | > loss_disc_real_2: 0.23210619390010834 (0.22025723684401738) | > loss_disc_real_3: 0.19534440338611603 (0.20834748021193913) | > loss_disc_real_4: 0.21227218210697174 (0.22583551492009843) | > loss_disc_real_5: 0.20861300826072693 (0.2393754188503538) | > loss_0: 2.4118728637695312 (2.408318587711879) | > loss_gen: 2.200404644012451 (2.3504844393048967) | > loss_kl: 2.6895551681518555 (2.8484073479970298) | > loss_feat: 5.0038628578186035 (7.102023624238514) | > loss_mel: 15.981389999389648 (17.69095516204834) | > loss_duration: 2.155708074569702 (2.327588603610084) | > loss_1: 28.030921936035156 (32.31945927937825)  --> STEP: 22 | > loss_disc: 2.283078193664551 (2.4026258425279097) | > loss_disc_real_0: 0.09968201816082001 (0.10498398237607696) | > loss_disc_real_1: 0.19434410333633423 (0.24059497294100848) | > loss_disc_real_2: 0.18701022863388062 (0.21874600919810208) | > loss_disc_real_3: 0.20423471927642822 (0.20816053653305228) | > loss_disc_real_4: 0.23179887235164642 (0.22610657662153244) | > loss_disc_real_5: 0.22709988057613373 (0.23881743983788925) | > loss_0: 2.283078193664551 (2.4026258425279097) | > loss_gen: 2.566365957260132 (2.3602972355755893) | > loss_kl: 1.966610074043274 (2.8083256537264045) | > loss_feat: 8.20297622680664 (7.152066924355247) | > loss_mel: 18.422990798950195 (17.724229509180244) | > loss_duration: 2.215212345123291 (2.3224805918606846) | > loss_1: 33.3741569519043 (32.36740008267489)  --> STEP: 23 | > loss_disc: 2.421011447906494 (2.4034252166748047) | > loss_disc_real_0: 0.1524851769208908 (0.10704925170411235) | > loss_disc_real_1: 0.17837831377983093 (0.23788990080356598) | > loss_disc_real_2: 0.17287127673625946 (0.21675145561280457) | > loss_disc_real_3: 0.1821359246969223 (0.20702903167061185) | > loss_disc_real_4: 0.21623961627483368 (0.22567757834558902) | > loss_disc_real_5: 0.28279998898506165 (0.2407297245834185) | > loss_0: 2.421011447906494 (2.4034252166748047) | > loss_gen: 2.3717281818389893 (2.3607942332392153) | > loss_kl: 2.279489517211914 (2.7853327782257744) | > loss_feat: 7.949987888336182 (7.186759140180505) | > loss_mel: 17.954694747924805 (17.734249736951746) | > loss_duration: 2.2541697025299072 (2.319510553194129) | > loss_1: 32.8100700378418 (32.38664660246476)  --> STEP: 24 | > loss_disc: 2.511183738708496 (2.407915155092875) | > loss_disc_real_0: 0.12394578754901886 (0.10775327403098345) | > loss_disc_real_1: 0.24618732929229736 (0.23823562699059644) | > loss_disc_real_2: 0.22958752512931824 (0.21728629184265932) | > loss_disc_real_3: 0.23057731986045837 (0.20801021034518877) | > loss_disc_real_4: 0.21216700971126556 (0.22511463798582554) | > loss_disc_real_5: 0.1857084333896637 (0.23843717078367868) | > loss_0: 2.511183738708496 (2.407915155092875) | > loss_gen: 2.496088981628418 (2.3664315144220986) | > loss_kl: 2.13673734664917 (2.7583079685767493) | > loss_feat: 8.996644020080566 (7.262171010176341) | > loss_mel: 19.289209365844727 (17.799039721488953) | > loss_duration: 2.422285556793213 (2.3237928450107574) | > loss_1: 35.340965270996094 (32.509743213653564)  --> STEP: 25 | > loss_disc: 2.536494016647339 (2.4130583095550535) | > loss_disc_real_0: 0.15723413228988647 (0.10973250836133958) | > loss_disc_real_1: 0.17142704129219055 (0.2355632835626602) | > loss_disc_real_2: 0.2293337732553482 (0.21776819109916687) | > loss_disc_real_3: 0.18980462849140167 (0.2072819870710373) | > loss_disc_real_4: 0.20782716572284698 (0.2244231390953064) | > loss_disc_real_5: 0.23697082698345184 (0.23837851703166962) | > loss_0: 2.536494016647339 (2.4130583095550535) | > loss_gen: 1.9611519575119019 (2.3502203321456907) | > loss_kl: 2.8791663646698 (2.7631423044204713) | > loss_feat: 6.218598365783691 (7.220428104400635) | > loss_mel: 15.745798110961914 (17.71691005706787) | > loss_duration: 2.383680820465088 (2.3261883640289307) | > loss_1: 29.18839454650879 (32.37688926696777)  --> STEP: 26 | > loss_disc: 2.8854050636291504 (2.431225492404057) | > loss_disc_real_0: 0.21171733736991882 (0.11365500178474647) | > loss_disc_real_1: 0.17583075165748596 (0.2332658784893843) | > loss_disc_real_2: 0.2402743697166443 (0.21863381335368523) | > loss_disc_real_3: 0.2002309262752533 (0.2070107924250456) | > loss_disc_real_4: 0.34810584783554077 (0.2291801663545462) | > loss_disc_real_5: 0.19095030426979065 (0.23655435500236657) | > loss_0: 2.8854050636291504 (2.431225492404057) | > loss_gen: 1.6522265672683716 (2.3233744181119476) | > loss_kl: 2.3394346237182617 (2.746845855162694) | > loss_feat: 6.691746234893799 (7.20009418634268) | > loss_mel: 11.072712898254395 (17.461364012498123) | > loss_duration: 2.274749994277954 (2.3242099651923547) | > loss_1: 24.03087043762207 (32.05588854276217) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026438236236572266 (+0.0002771707681509172) | > avg_loss_disc: 2.431225492404057 (-0.014396126453693814) | > avg_loss_disc_real_0: 0.11365500178474647 (-0.02048564573320058) | > avg_loss_disc_real_1: 0.2332658784893843 (+0.059449337995969354) | > avg_loss_disc_real_2: 0.21863381335368523 (-0.009612938532462478) | > avg_loss_disc_real_3: 0.2070107924250456 (-0.02696980192111087) | > avg_loss_disc_real_4: 0.2291801663545462 (+0.016412988878213464) | > avg_loss_disc_real_5: 0.23655435500236657 (+0.013600661204411418) | > avg_loss_0: 2.431225492404057 (-0.014396126453693814) | > avg_loss_gen: 2.3233744181119476 (+0.07746613484162479) | > avg_loss_kl: 2.746845855162694 (+0.09813668177678103) | > avg_loss_feat: 7.20009418634268 (+0.5484787500821628) | > avg_loss_mel: 17.461364012498123 (-0.6519478651193431) | > avg_loss_duration: 2.3242099651923547 (+0.0050310721764197375) | > avg_loss_1: 32.05588854276217 (+0.07716501676118881)  > EPOCH: 482/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:20:22)   --> TIME: 2024-06-11 12:20:28 -- STEP: 14/330 -- GLOBAL_STEP: 247075 | > loss_disc: 2.3477702140808105 (2.3651165451322282) | > loss_disc_real_0: 0.12024015188217163 (0.10850684717297554) | > loss_disc_real_1: 0.21337859332561493 (0.19961731135845184) | > loss_disc_real_2: 0.20748980343341827 (0.2093762755393982) | > loss_disc_real_3: 0.22313812375068665 (0.2262886677469526) | > loss_disc_real_4: 0.23085546493530273 (0.22793197738272802) | > loss_disc_real_5: 0.22401311993598938 (0.22279301285743713) | > loss_0: 2.3477702140808105 (2.3651165451322282) | > grad_norm_0: tensor(6.6163, device='cuda:0') (tensor(6.2207, device='cuda:0')) | > loss_gen: 2.5443758964538574 (2.4734927245548795) | > loss_kl: 1.70365571975708 (1.8721582548958915) | > loss_feat: 7.139085292816162 (6.914044652666364) | > loss_mel: 17.82241439819336 (18.163634845188685) | > loss_duration: 2.037839651107788 (2.112908090863909) | > loss_1: 31.247371673583984 (31.536238261631556) | > grad_norm_1: tensor(72.6536, device='cuda:0') (tensor(67.9204, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3461 (0.355609519141061) | > loader_time: 0.0028 (0.0031742368425641742)  --> TIME: 2024-06-11 12:20:37 -- STEP: 39/330 -- GLOBAL_STEP: 247100 | > loss_disc: 2.376768112182617 (2.347778020760952) | > loss_disc_real_0: 0.09758387506008148 (0.10544139910966922) | > loss_disc_real_1: 0.19480055570602417 (0.19852725779398894) | > loss_disc_real_2: 0.22223633527755737 (0.21019963155954313) | > loss_disc_real_3: 0.22276441752910614 (0.23047182307793543) | > loss_disc_real_4: 0.22427961230278015 (0.22892683476973802) | > loss_disc_real_5: 0.2192140817642212 (0.22257430507586554) | > loss_0: 2.376768112182617 (2.347778020760952) | > grad_norm_0: tensor(7.7289, device='cuda:0') (tensor(6.2624, device='cuda:0')) | > loss_gen: 2.3936023712158203 (2.478021707290258) | > loss_kl: 2.131071090698242 (1.9066533217063317) | > loss_feat: 6.943144798278809 (6.979695222316644) | > loss_mel: 17.61357879638672 (18.05566010108361) | > loss_duration: 2.0292272567749023 (2.046209182494726) | > loss_1: 31.11062240600586 (31.466239537948216) | > grad_norm_1: tensor(61.2594, device='cuda:0') (tensor(68.6353, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3611 (0.3551483887892503) | > loader_time: 0.0032 (0.0032616700881566755)  --> TIME: 2024-06-11 12:20:46 -- STEP: 64/330 -- GLOBAL_STEP: 247125 | > loss_disc: 2.3004658222198486 (2.3397467248141766) | > loss_disc_real_0: 0.13220447301864624 (0.10798656870611012) | > loss_disc_real_1: 0.15624287724494934 (0.1966187972575426) | > loss_disc_real_2: 0.20483499765396118 (0.20959355076774955) | > loss_disc_real_3: 0.20630213618278503 (0.22798752365633845) | > loss_disc_real_4: 0.2213851809501648 (0.22879715636372566) | > loss_disc_real_5: 0.19361649453639984 (0.222441122867167) | > loss_0: 2.3004658222198486 (2.3397467248141766) | > grad_norm_0: tensor(8.0367, device='cuda:0') (tensor(8.3087, device='cuda:0')) | > loss_gen: 2.442924976348877 (2.487179894000291) | > loss_kl: 1.847914695739746 (1.9191685691475868) | > loss_feat: 7.80579137802124 (7.0098758563399315) | > loss_mel: 18.36771011352539 (17.994811832904816) | > loss_duration: 2.0159568786621094 (2.0255327075719833) | > loss_1: 32.48029708862305 (31.436568796634674) | > grad_norm_1: tensor(120.5629, device='cuda:0') (tensor(92.6701, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3693 (0.3586251325905323) | > loader_time: 0.0034 (0.0033515170216560364)  --> TIME: 2024-06-11 12:20:56 -- STEP: 89/330 -- GLOBAL_STEP: 247150 | > loss_disc: 2.2903361320495605 (2.3395653869328874) | > loss_disc_real_0: 0.08896306157112122 (0.10947102626387993) | > loss_disc_real_1: 0.1569405347108841 (0.19546995353832675) | > loss_disc_real_2: 0.21922004222869873 (0.20982043545567589) | > loss_disc_real_3: 0.22438253462314606 (0.23005492449476478) | > loss_disc_real_4: 0.219600647687912 (0.22885442449805443) | > loss_disc_real_5: 0.2130473554134369 (0.2210222938087549) | > loss_0: 2.2903361320495605 (2.3395653869328874) | > grad_norm_0: tensor(7.8988, device='cuda:0') (tensor(9.0902, device='cuda:0')) | > loss_gen: 2.5411272048950195 (2.485138938668067) | > loss_kl: 1.9909392595291138 (1.9222431370381559) | > loss_feat: 7.33957576751709 (6.994376916563913) | > loss_mel: 18.39876937866211 (17.925131851367738) | > loss_duration: 2.02497935295105 (2.0182032879818705) | > loss_1: 32.29539108276367 (31.345094102152277) | > grad_norm_1: tensor(55.9398, device='cuda:0') (tensor(101.2160, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3494 (0.3595795604620088) | > loader_time: 0.0039 (0.003477661797169889)  --> TIME: 2024-06-11 12:21:05 -- STEP: 114/330 -- GLOBAL_STEP: 247175 | > loss_disc: 2.314117670059204 (2.339804256171511) | > loss_disc_real_0: 0.11845314502716064 (0.11129683386861232) | > loss_disc_real_1: 0.1821821928024292 (0.19553562083788084) | > loss_disc_real_2: 0.2389763742685318 (0.20987930397192636) | > loss_disc_real_3: 0.22428643703460693 (0.22916885674522633) | > loss_disc_real_4: 0.23060864210128784 (0.2280592977216369) | > loss_disc_real_5: 0.24514977633953094 (0.22081648375381502) | > loss_0: 2.314117670059204 (2.339804256171511) | > grad_norm_0: tensor(7.9852, device='cuda:0') (tensor(9.2266, device='cuda:0')) | > loss_gen: 2.6291747093200684 (2.4842342744793786) | > loss_kl: 2.040354013442993 (1.923953958770685) | > loss_feat: 7.639439582824707 (6.9890166081880265) | > loss_mel: 18.407978057861328 (17.88051320795428) | > loss_duration: 2.0238819122314453 (2.0192019521144386) | > loss_1: 32.74082946777344 (31.296919990004156) | > grad_norm_1: tensor(186.2488, device='cuda:0') (tensor(104.1508, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3644 (0.3609861867469654) | > loader_time: 0.0038 (0.003576222218965229)  --> TIME: 2024-06-11 12:21:15 -- STEP: 139/330 -- GLOBAL_STEP: 247200 | > loss_disc: 2.36283802986145 (2.3533375451890683) | > loss_disc_real_0: 0.1549057960510254 (0.1137814868589957) | > loss_disc_real_1: 0.1829051673412323 (0.1970510473139852) | > loss_disc_real_2: 0.18215256929397583 (0.21105533806111315) | > loss_disc_real_3: 0.23849184811115265 (0.22974221000997283) | > loss_disc_real_4: 0.24694065749645233 (0.22951308160805875) | > loss_disc_real_5: 0.23548829555511475 (0.2218123473923841) | > loss_0: 2.36283802986145 (2.3533375451890683) | > grad_norm_0: tensor(24.7116, device='cuda:0') (tensor(9.9139, device='cuda:0')) | > loss_gen: 2.4812204837799072 (2.4773485489028806) | > loss_kl: 1.8604782819747925 (1.9333988187982023) | > loss_feat: 6.220441818237305 (6.969417647492114) | > loss_mel: 16.94249725341797 (17.88183689803529) | > loss_duration: 2.073214530944824 (2.0232500832715474) | > loss_1: 29.57785415649414 (31.285252070255417) | > grad_norm_1: tensor(156.9758, device='cuda:0') (tensor(108.1388, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.4248 (0.36426381241503386) | > loader_time: 0.0048 (0.003710691877406278)  --> TIME: 2024-06-11 12:21:25 -- STEP: 164/330 -- GLOBAL_STEP: 247225 | > loss_disc: 2.37727689743042 (2.3591817704642684) | > loss_disc_real_0: 0.14963626861572266 (0.11609284938653795) | > loss_disc_real_1: 0.20458365976810455 (0.19745579152935888) | > loss_disc_real_2: 0.22604024410247803 (0.2114336119010681) | > loss_disc_real_3: 0.21862158179283142 (0.22950863447494624) | > loss_disc_real_4: 0.2282242625951767 (0.22947060044218853) | > loss_disc_real_5: 0.23272347450256348 (0.222142898364038) | > loss_0: 2.37727689743042 (2.3591817704642684) | > grad_norm_0: tensor(8.3743, device='cuda:0') (tensor(10.6781, device='cuda:0')) | > loss_gen: 2.453338146209717 (2.471959792986148) | > loss_kl: 2.018982172012329 (1.9386270475096818) | > loss_feat: 7.29512882232666 (6.9621021602211925) | > loss_mel: 17.01153564453125 (17.88097509523718) | > loss_duration: 2.1044979095458984 (2.026300984184915) | > loss_1: 30.883481979370117 (31.279965086681088) | > grad_norm_1: tensor(125.6734, device='cuda:0') (tensor(117.1390, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3926 (0.3695866145738741) | > loader_time: 0.0042 (0.0038572084612962677)  --> TIME: 2024-06-11 12:21:36 -- STEP: 189/330 -- GLOBAL_STEP: 247250 | > loss_disc: 2.356977939605713 (2.3613836840977735) | > loss_disc_real_0: 0.1407044529914856 (0.11670352179537374) | > loss_disc_real_1: 0.19828353822231293 (0.1974328130325943) | > loss_disc_real_2: 0.20737121999263763 (0.2116637540557397) | > loss_disc_real_3: 0.2727007567882538 (0.2299684571526038) | > loss_disc_real_4: 0.22772885859012604 (0.2305071401217627) | > loss_disc_real_5: 0.2001083344221115 (0.2226878433788895) | > loss_0: 2.356977939605713 (2.3613836840977735) | > grad_norm_0: tensor(10.5786, device='cuda:0') (tensor(12.4029, device='cuda:0')) | > loss_gen: 2.6206064224243164 (2.4741785929947304) | > loss_kl: 2.04359769821167 (1.947051656939996) | > loss_feat: 6.842414379119873 (6.959469396601278) | > loss_mel: 17.580360412597656 (17.852444694155746) | > loss_duration: 2.120512008666992 (2.0333117486307843) | > loss_1: 31.207490921020508 (31.266456089322528) | > grad_norm_1: tensor(457.5129, device='cuda:0') (tensor(137.4432, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.4042 (0.376123511602008) | > loader_time: 0.0052 (0.00398515267346902)  --> TIME: 2024-06-11 12:21:46 -- STEP: 214/330 -- GLOBAL_STEP: 247275 | > loss_disc: 2.276599884033203 (2.3609762960505254) | > loss_disc_real_0: 0.09708935767412186 (0.11679102031287746) | > loss_disc_real_1: 0.19471512734889984 (0.1973853949631486) | > loss_disc_real_2: 0.22045831382274628 (0.21183760492044074) | > loss_disc_real_3: 0.23389515280723572 (0.22949397466450094) | > loss_disc_real_4: 0.19465138018131256 (0.23087568288651583) | > loss_disc_real_5: 0.2014245092868805 (0.22264843740474397) | > loss_0: 2.276599884033203 (2.3609762960505254) | > grad_norm_0: tensor(15.2866, device='cuda:0') (tensor(14.7042, device='cuda:0')) | > loss_gen: 2.7104008197784424 (2.4835543587943105) | > loss_kl: 1.8476860523223877 (1.9504615709046338) | > loss_feat: 6.806802749633789 (6.986991198263436) | > loss_mel: 17.12184715270996 (17.817132441796993) | > loss_duration: 2.1364476680755615 (2.04046959687616) | > loss_1: 30.623186111450195 (31.278609168863742) | > grad_norm_1: tensor(183.5203, device='cuda:0') (tensor(155.2566, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.3906 (0.37935769112310663) | > loader_time: 0.0056 (0.004115376517037363)  --> TIME: 2024-06-11 12:21:56 -- STEP: 239/330 -- GLOBAL_STEP: 247300 | > loss_disc: 2.4601895809173584 (2.358350300888635) | > loss_disc_real_0: 0.08855079859495163 (0.11518120681516296) | > loss_disc_real_1: 0.2090713530778885 (0.1977701933438808) | > loss_disc_real_2: 0.2022184431552887 (0.21150435644463017) | > loss_disc_real_3: 0.20608171820640564 (0.22901256239065065) | > loss_disc_real_4: 0.2047586739063263 (0.2296054229826109) | > loss_disc_real_5: 0.18587303161621094 (0.22245080532139813) | > loss_0: 2.4601895809173584 (2.358350300888635) | > grad_norm_0: tensor(23.9967, device='cuda:0') (tensor(16.6265, device='cuda:0')) | > loss_gen: 2.3748390674591064 (2.494493879533712) | > loss_kl: 1.899857521057129 (1.9503404340983435) | > loss_feat: 5.988034248352051 (7.011044821479829) | > loss_mel: 16.84476661682129 (17.798736101413876) | > loss_duration: 2.080364227294922 (2.0482575639022427) | > loss_1: 29.187862396240234 (31.30287283733799) | > grad_norm_1: tensor(264.3521, device='cuda:0') (tensor(174.3369, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.4282 (0.38254890681310666) | > loader_time: 0.0062 (0.004252907621311838)  --> TIME: 2024-06-11 12:22:07 -- STEP: 264/330 -- GLOBAL_STEP: 247325 | > loss_disc: 2.323404550552368 (2.359589161294878) | > loss_disc_real_0: 0.08797735720872879 (0.11648734244094654) | > loss_disc_real_1: 0.19502465426921844 (0.19765406401094163) | > loss_disc_real_2: 0.1942652016878128 (0.21177250423440427) | > loss_disc_real_3: 0.2338504046201706 (0.22948350949269353) | > loss_disc_real_4: 0.19706615805625916 (0.2293039493714318) | > loss_disc_real_5: 0.20316778123378754 (0.22282937823823004) | > loss_0: 2.323404550552368 (2.359589161294878) | > grad_norm_0: tensor(48.7134, device='cuda:0') (tensor(19.5149, device='cuda:0')) | > loss_gen: 2.4371750354766846 (2.497041089065147) | > loss_kl: 1.9183769226074219 (1.9522419702826124) | > loss_feat: 7.371920108795166 (7.022499747348555) | > loss_mel: 17.58904457092285 (17.764453411102302) | > loss_duration: 2.1585090160369873 (2.0559267631985914) | > loss_1: 31.475025177001953 (31.292163025249135) | > grad_norm_1: tensor(551.3517, device='cuda:0') (tensor(201.3641, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.4354 (0.3866215339212706) | > loader_time: 0.0056 (0.004388643033576731)  --> TIME: 2024-06-11 12:22:19 -- STEP: 289/330 -- GLOBAL_STEP: 247350 | > loss_disc: 2.3826847076416016 (2.3602022877201483) | > loss_disc_real_0: 0.1020984947681427 (0.11717749314840277) | > loss_disc_real_1: 0.22019435465335846 (0.19782464572302608) | > loss_disc_real_2: 0.21262267231941223 (0.21255046995453353) | > loss_disc_real_3: 0.26142120361328125 (0.22943537205354564) | > loss_disc_real_4: 0.24246957898139954 (0.22927467669376453) | > loss_disc_real_5: 0.23127838969230652 (0.22232675521431497) | > loss_0: 2.3826847076416016 (2.3602022877201483) | > grad_norm_0: tensor(16.7043, device='cuda:0') (tensor(22.2148, device='cuda:0')) | > loss_gen: 2.5387778282165527 (2.4984670048353994) | > loss_kl: 1.8711342811584473 (1.9560549828420462) | > loss_feat: 6.379335403442383 (7.036658155051896) | > loss_mel: 16.507457733154297 (17.719985440528113) | > loss_duration: 2.213466167449951 (2.065147820228523) | > loss_1: 29.51017189025879 (31.276313445147345) | > grad_norm_1: tensor(470.4355, device='cuda:0') (tensor(223.3905, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.4789 (0.3920803688801695) | > loader_time: 0.0062 (0.004575305331537051)  --> TIME: 2024-06-11 12:22:32 -- STEP: 314/330 -- GLOBAL_STEP: 247375 | > loss_disc: 2.515683889389038 (2.3618880943128246) | > loss_disc_real_0: 0.08050867915153503 (0.118282364752547) | > loss_disc_real_1: 0.2007778435945511 (0.19826093857075752) | > loss_disc_real_2: 0.2047102004289627 (0.21225003262234332) | > loss_disc_real_3: 0.23460803925991058 (0.22941443395272942) | > loss_disc_real_4: 0.22317498922348022 (0.22934710438464098) | > loss_disc_real_5: 0.22712387144565582 (0.22268205031657676) | > loss_0: 2.515683889389038 (2.3618880943128246) | > grad_norm_0: tensor(17.1375, device='cuda:0') (tensor(24.4192, device='cuda:0')) | > loss_gen: 2.1376819610595703 (2.499094058753579) | > loss_kl: 1.9211735725402832 (1.958454396694329) | > loss_feat: 6.512629985809326 (7.05552808646184) | > loss_mel: 17.08689308166504 (17.67973696350293) | > loss_duration: 2.2567193508148193 (2.0776647917783935) | > loss_1: 29.915098190307617 (31.270478315414138) | > grad_norm_1: tensor(134.7662, device='cuda:0') (tensor(241.9531, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.5197 (0.4007606825251488) | > loader_time: 0.0081 (0.004793961336658255)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.609546422958374 (2.609546422958374) | > loss_disc_real_0: 0.16321593523025513 (0.16321593523025513) | > loss_disc_real_1: 0.24951131641864777 (0.24951131641864777) | > loss_disc_real_2: 0.20442108809947968 (0.20442108809947968) | > loss_disc_real_3: 0.25738289952278137 (0.25738289952278137) | > loss_disc_real_4: 0.2659044563770294 (0.2659044563770294) | > loss_disc_real_5: 0.3053748905658722 (0.3053748905658722) | > loss_0: 2.609546422958374 (2.609546422958374) | > loss_gen: 2.287592649459839 (2.287592649459839) | > loss_kl: 1.947872519493103 (1.947872519493103) | > loss_feat: 4.633017539978027 (4.633017539978027) | > loss_mel: 15.465495109558105 (15.465495109558105) | > loss_duration: 3.0240886211395264 (3.0240886211395264) | > loss_1: 27.358064651489258 (27.358064651489258)  --> STEP: 1 | > loss_disc: 2.265885829925537 (2.265885829925537) | > loss_disc_real_0: 0.1376531720161438 (0.1376531720161438) | > loss_disc_real_1: 0.22075489163398743 (0.22075489163398743) | > loss_disc_real_2: 0.2063334733247757 (0.2063334733247757) | > loss_disc_real_3: 0.26623907685279846 (0.26623907685279846) | > loss_disc_real_4: 0.22075366973876953 (0.22075366973876953) | > loss_disc_real_5: 0.13075855374336243 (0.13075855374336243) | > loss_0: 2.265885829925537 (2.265885829925537) | > loss_gen: 2.443204164505005 (2.443204164505005) | > loss_kl: 2.6182758808135986 (2.6182758808135986) | > loss_feat: 5.162113189697266 (5.162113189697266) | > loss_mel: 17.76518440246582 (17.76518440246582) | > loss_duration: 2.4905855655670166 (2.4905855655670166) | > loss_1: 30.4793643951416 (30.4793643951416)  --> STEP: 2 | > loss_disc: 2.1923882961273193 (2.2291370630264282) | > loss_disc_real_0: 0.0914742648601532 (0.1145637184381485) | > loss_disc_real_1: 0.288526713848114 (0.2546408027410507) | > loss_disc_real_2: 0.19300782680511475 (0.19967065006494522) | > loss_disc_real_3: 0.25264593958854675 (0.2594425082206726) | > loss_disc_real_4: 0.2771303057670593 (0.24894198775291443) | > loss_disc_real_5: 0.2448514997959137 (0.18780502676963806) | > loss_0: 2.1923882961273193 (2.2291370630264282) | > loss_gen: 2.7728018760681152 (2.60800302028656) | > loss_kl: 3.1329526901245117 (2.875614285469055) | > loss_feat: 6.685373783111572 (5.923743486404419) | > loss_mel: 20.02621841430664 (18.89570140838623) | > loss_duration: 2.4729719161987305 (2.4817787408828735) | > loss_1: 35.0903205871582 (32.7848424911499)  --> STEP: 3 | > loss_disc: 2.4765610694885254 (2.3116117318471274) | > loss_disc_real_0: 0.1481141299009323 (0.1257471889257431) | > loss_disc_real_1: 0.1446142941713333 (0.21796529988447824) | > loss_disc_real_2: 0.17159682512283325 (0.19031270841757456) | > loss_disc_real_3: 0.26163920760154724 (0.2601747413476308) | > loss_disc_real_4: 0.3364439904689789 (0.2781093219916026) | > loss_disc_real_5: 0.3538856506347656 (0.24316523472468057) | > loss_0: 2.4765610694885254 (2.3116117318471274) | > loss_gen: 2.5482683181762695 (2.5880914529164634) | > loss_kl: 2.8068642616271973 (2.8526976108551025) | > loss_feat: 7.287640571594238 (6.378375848134358) | > loss_mel: 18.48821258544922 (18.75987180074056) | > loss_duration: 2.318739652633667 (2.427432378133138) | > loss_1: 33.44972610473633 (33.006470362345375)  --> STEP: 4 | > loss_disc: 2.3038322925567627 (2.309666872024536) | > loss_disc_real_0: 0.10345665365457535 (0.12017455510795116) | > loss_disc_real_1: 0.22026295959949493 (0.21853971481323242) | > loss_disc_real_2: 0.16580022871494293 (0.18418458849191666) | > loss_disc_real_3: 0.19975391030311584 (0.24506953358650208) | > loss_disc_real_4: 0.30447787046432495 (0.2847014591097832) | > loss_disc_real_5: 0.2431626319885254 (0.24316458404064178) | > loss_0: 2.3038322925567627 (2.309666872024536) | > loss_gen: 2.508543014526367 (2.568204343318939) | > loss_kl: 3.2482409477233887 (2.951583445072174) | > loss_feat: 7.804673671722412 (6.734950304031372) | > loss_mel: 17.920835494995117 (18.5501127243042) | > loss_duration: 2.381610870361328 (2.4159770011901855) | > loss_1: 33.86390686035156 (33.220829486846924)  --> STEP: 5 | > loss_disc: 2.199965000152588 (2.2877264976501466) | > loss_disc_real_0: 0.07278499007225037 (0.11069664210081101) | > loss_disc_real_1: 0.1939186155796051 (0.21361549496650695) | > loss_disc_real_2: 0.20072822272777557 (0.18749331533908845) | > loss_disc_real_3: 0.20248804986476898 (0.23655323684215546) | > loss_disc_real_4: 0.22617952525615692 (0.2729970723390579) | > loss_disc_real_5: 0.2576003670692444 (0.24605174064636232) | > loss_0: 2.199965000152588 (2.2877264976501466) | > loss_gen: 2.4593307971954346 (2.5464296340942383) | > loss_kl: 2.8392651081085205 (2.9291197776794435) | > loss_feat: 5.765674591064453 (6.541095161437989) | > loss_mel: 19.10536003112793 (18.661162185668946) | > loss_duration: 2.4411780834198 (2.421017217636108) | > loss_1: 32.610809326171875 (33.098825454711914)  --> STEP: 6 | > loss_disc: 2.295814275741577 (2.289074460665385) | > loss_disc_real_0: 0.14754721522331238 (0.11683840428789456) | > loss_disc_real_1: 0.2559308111667633 (0.22066804766654968) | > loss_disc_real_2: 0.17365916073322296 (0.18518762290477753) | > loss_disc_real_3: 0.27069735527038574 (0.2422439232468605) | > loss_disc_real_4: 0.24331021308898926 (0.2680492624640465) | > loss_disc_real_5: 0.1782369762659073 (0.23474927991628647) | > loss_0: 2.295814275741577 (2.289074460665385) | > loss_gen: 2.6215364933013916 (2.558947443962097) | > loss_kl: 2.8800973892211914 (2.920949379603068) | > loss_feat: 6.4648027420043945 (6.528379758199056) | > loss_mel: 19.071500778198242 (18.729551951090496) | > loss_duration: 2.2241909503936768 (2.3882128397623696) | > loss_1: 33.26212692260742 (33.12604236602783)  --> STEP: 7 | > loss_disc: 2.4351279735565186 (2.3099392482212613) | > loss_disc_real_0: 0.22012564539909363 (0.13159372444663728) | > loss_disc_real_1: 0.3059375584125519 (0.23284940634455) | > loss_disc_real_2: 0.24078568816184998 (0.19313020365578787) | > loss_disc_real_3: 0.2212304323911667 (0.23924199598176138) | > loss_disc_real_4: 0.3067297041416168 (0.2735750398465565) | > loss_disc_real_5: 0.3029707074165344 (0.2444951981306076) | > loss_0: 2.4351279735565186 (2.3099392482212613) | > loss_gen: 2.887269973754883 (2.6058506625039235) | > loss_kl: 3.95505952835083 (3.0686794008527483) | > loss_feat: 6.653169631958008 (6.546206883021763) | > loss_mel: 18.059354782104492 (18.63380949837821) | > loss_duration: 2.556795597076416 (2.4122960908072337) | > loss_1: 34.11164855957031 (33.26684325081961)  --> STEP: 8 | > loss_disc: 2.3574042320251465 (2.315872371196747) | > loss_disc_real_0: 0.16709107160568237 (0.13603089284151793) | > loss_disc_real_1: 0.21437092125415802 (0.230539595708251) | > loss_disc_real_2: 0.18069975078105927 (0.1915763970464468) | > loss_disc_real_3: 0.2521584928035736 (0.24085655808448792) | > loss_disc_real_4: 0.21353505551815033 (0.26607004180550575) | > loss_disc_real_5: 0.15429888665676117 (0.2332206591963768) | > loss_0: 2.3574042320251465 (2.315872371196747) | > loss_gen: 2.6378414630889893 (2.609849512577057) | > loss_kl: 2.8959388732910156 (3.0470868349075317) | > loss_feat: 10.445213317871094 (7.03358268737793) | > loss_mel: 20.264589309692383 (18.83765697479248) | > loss_duration: 2.2699320316314697 (2.394500583410263) | > loss_1: 38.51351547241211 (33.92267727851868)  --> STEP: 9 | > loss_disc: 2.285134792327881 (2.3124570846557617) | > loss_disc_real_0: 0.17192764580249786 (0.14001942094829348) | > loss_disc_real_1: 0.252772718667984 (0.2330099427037769) | > loss_disc_real_2: 0.2221165895462036 (0.194969751768642) | > loss_disc_real_3: 0.2093457281589508 (0.23735535475942823) | > loss_disc_real_4: 0.2707560062408447 (0.2665907045205434) | > loss_disc_real_5: 0.23733766376972198 (0.23367810414897072) | > loss_0: 2.285134792327881 (2.3124570846557617) | > loss_gen: 2.739832639694214 (2.624292082256741) | > loss_kl: 2.599752426147461 (2.9973830117119684) | > loss_feat: 10.13998031616211 (7.378737979465061) | > loss_mel: 18.917451858520508 (18.846523072984482) | > loss_duration: 2.123812198638916 (2.3644240962134466) | > loss_1: 36.52083206176758 (34.21136114332411)  --> STEP: 10 | > loss_disc: 2.3723740577697754 (2.318448781967163) | > loss_disc_real_0: 0.16636565327644348 (0.14265404418110847) | > loss_disc_real_1: 0.23837831616401672 (0.23354678004980087) | > loss_disc_real_2: 0.28342321515083313 (0.2038150981068611) | > loss_disc_real_3: 0.22940020263195038 (0.23655983954668044) | > loss_disc_real_4: 0.2429472953081131 (0.2642263635993004) | > loss_disc_real_5: 0.2212393432855606 (0.2324342280626297) | > loss_0: 2.3723740577697754 (2.318448781967163) | > loss_gen: 2.4065542221069336 (2.6025182962417603) | > loss_kl: 2.299701690673828 (2.9276148796081545) | > loss_feat: 5.7714009284973145 (7.218004274368286) | > loss_mel: 18.26333999633789 (18.788204765319826) | > loss_duration: 2.317753314971924 (2.3597570180892946) | > loss_1: 31.05875015258789 (33.89610004425049)  --> STEP: 11 | > loss_disc: 2.669128656387329 (2.3503287705508145) | > loss_disc_real_0: 0.08397853374481201 (0.1373199068687179) | > loss_disc_real_1: 0.3403698205947876 (0.24325796555389056) | > loss_disc_real_2: 0.29361119866371155 (0.2119783799756657) | > loss_disc_real_3: 0.2515949606895447 (0.2379266687414863) | > loss_disc_real_4: 0.3163774609565735 (0.26896737244996155) | > loss_disc_real_5: 0.31545257568359375 (0.23998135057362643) | > loss_0: 2.669128656387329 (2.3503287705508145) | > loss_gen: 2.589755058288574 (2.60135800188238) | > loss_kl: 3.3807990550994873 (2.9688134410164575) | > loss_feat: 7.35235071182251 (7.230217586864125) | > loss_mel: 18.06055450439453 (18.722054741599344) | > loss_duration: 2.48579740524292 (2.3712152351032603) | > loss_1: 33.869258880615234 (33.89365993846547)  --> STEP: 12 | > loss_disc: 2.481130599975586 (2.3612289230028787) | > loss_disc_real_0: 0.13944381475448608 (0.1374968991925319) | > loss_disc_real_1: 0.35029566287994385 (0.25217777366439503) | > loss_disc_real_2: 0.29088571667671204 (0.21855399136741957) | > loss_disc_real_3: 0.2671896815299988 (0.240365253140529) | > loss_disc_real_4: 0.26285216212272644 (0.26845777158935863) | > loss_disc_real_5: 0.24207568168640137 (0.24015587816635767) | > loss_0: 2.481130599975586 (2.3612289230028787) | > loss_gen: 2.6916556358337402 (2.60888280471166) | > loss_kl: 1.9666810035705566 (2.885302404562632) | > loss_feat: 6.452147960662842 (7.165378451347351) | > loss_mel: 16.883241653442383 (18.568820317586262) | > loss_duration: 2.3198163509368896 (2.366931994756063) | > loss_1: 30.31354331970215 (33.59531688690186)  --> STEP: 13 | > loss_disc: 2.450892448425293 (2.3681261172661414) | > loss_disc_real_0: 0.1956903338432312 (0.1419733172425857) | > loss_disc_real_1: 0.3427557945251465 (0.2591453137306067) | > loss_disc_real_2: 0.28260987997055054 (0.22348136741381425) | > loss_disc_real_3: 0.24550731480121613 (0.24076079634519723) | > loss_disc_real_4: 0.26774609088897705 (0.26840302692009854) | > loss_disc_real_5: 0.23454086482524872 (0.23972395406319544) | > loss_0: 2.450892448425293 (2.3681261172661414) | > loss_gen: 2.8031108379364014 (2.6238234226520243) | > loss_kl: 3.0434138774871826 (2.8974648255568285) | > loss_feat: 7.870522499084473 (7.219620301173284) | > loss_mel: 16.62884521484375 (18.419591463529148) | > loss_duration: 2.2607879638671875 (2.3587670693030725) | > loss_1: 32.60668182373047 (33.51926803588868)  --> STEP: 14 | > loss_disc: 2.6284120082855225 (2.3867179666246687) | > loss_disc_real_0: 0.10414470732212067 (0.1392712736768382) | > loss_disc_real_1: 0.24997782707214355 (0.2584904932550022) | > loss_disc_real_2: 0.2633295953273773 (0.22632766940764018) | > loss_disc_real_3: 0.3080562651157379 (0.245567615543093) | > loss_disc_real_4: 0.3153270184993744 (0.2717547406043325) | > loss_disc_real_5: 0.28993460536003113 (0.24331042915582657) | > loss_0: 2.6284120082855225 (2.3867179666246687) | > loss_gen: 2.3984415531158447 (2.6077247176851546) | > loss_kl: 3.1816325187683105 (2.917762517929077) | > loss_feat: 6.703708648681641 (7.1827694688524515) | > loss_mel: 18.809877395629883 (18.447469030107772) | > loss_duration: 2.4125027656555176 (2.362605333328247) | > loss_1: 33.50616455078125 (33.51833207266672)  --> STEP: 15 | > loss_disc: 2.4517033100128174 (2.3910503228505453) | > loss_disc_real_0: 0.23650042712688446 (0.14575321724017462) | > loss_disc_real_1: 0.2543089985847473 (0.25821172694365185) | > loss_disc_real_2: 0.20377516746520996 (0.22482416927814483) | > loss_disc_real_3: 0.24866479635238647 (0.24577409426371258) | > loss_disc_real_4: 0.22898323833942413 (0.26890330712000526) | > loss_disc_real_5: 0.16604246199131012 (0.2381592313448588) | > loss_0: 2.4517033100128174 (2.3910503228505453) | > loss_gen: 2.4863874912261963 (2.5996355692545574) | > loss_kl: 3.3188819885253906 (2.9445038159688313) | > loss_feat: 8.001989364624023 (7.2373841285705565) | > loss_mel: 18.583866119384766 (18.456562169392903) | > loss_duration: 2.392158031463623 (2.3645755132039388) | > loss_1: 34.78328323364258 (33.602662150065115)  --> STEP: 16 | > loss_disc: 2.577158212661743 (2.402682065963745) | > loss_disc_real_0: 0.17303888499736786 (0.1474585714749992) | > loss_disc_real_1: 0.32503727078437805 (0.2623883234336972) | > loss_disc_real_2: 0.2755654752254486 (0.22799550089985132) | > loss_disc_real_3: 0.2725764513015747 (0.24744924157857895) | > loss_disc_real_4: 0.2791476845741272 (0.2695435807108879) | > loss_disc_real_5: 0.20575667917728424 (0.2361340718343854) | > loss_0: 2.577158212661743 (2.402682065963745) | > loss_gen: 2.559939384460449 (2.5971545577049255) | > loss_kl: 2.842003107070923 (2.938097521662712) | > loss_feat: 6.876683712005615 (7.214840352535248) | > loss_mel: 14.226380348205566 (18.192175805568695) | > loss_duration: 2.380222797393799 (2.365553468465805) | > loss_1: 28.885231018066406 (33.3078227043152)  --> STEP: 17 | > loss_disc: 2.459867238998413 (2.4060458996716667) | > loss_disc_real_0: 0.18254432082176208 (0.1495224390836323) | > loss_disc_real_1: 0.23783670365810394 (0.26094411050572114) | > loss_disc_real_2: 0.26557376980781555 (0.23020598730620215) | > loss_disc_real_3: 0.2684357464313507 (0.2486837418640361) | > loss_disc_real_4: 0.3360683023929596 (0.2734567996333627) | > loss_disc_real_5: 0.3016456067562103 (0.2399876915356692) | > loss_0: 2.459867238998413 (2.4060458996716667) | > loss_gen: 2.7003390789031982 (2.603224235422471) | > loss_kl: 2.071113348007202 (2.8870984526241528) | > loss_feat: 5.3580803871154785 (7.105619178098791) | > loss_mel: 16.981605529785156 (18.120965789346133) | > loss_duration: 2.3911514282226562 (2.3670592308044434) | > loss_1: 29.502288818359375 (33.08396776984721)  --> STEP: 18 | > loss_disc: 2.483543634414673 (2.4103513293796115) | > loss_disc_real_0: 0.08721929788589478 (0.14606115346153578) | > loss_disc_real_1: 0.2624499797821045 (0.2610277699099647) | > loss_disc_real_2: 0.23182640969753265 (0.23029601077238718) | > loss_disc_real_3: 0.2260320484638214 (0.24742531445291308) | > loss_disc_real_4: 0.21005147695541382 (0.26993428170681) | > loss_disc_real_5: 0.2849748432636261 (0.24248697774277794) | > loss_0: 2.483543634414673 (2.4103513293796115) | > loss_gen: 2.224466562271118 (2.582182142469618) | > loss_kl: 2.319920301437378 (2.8555885553359985) | > loss_feat: 7.472358226776123 (7.125993569691976) | > loss_mel: 18.519798278808594 (18.143123149871826) | > loss_duration: 2.266660451889038 (2.3614815208646984) | > loss_1: 32.80320358276367 (33.06836975945368)  --> STEP: 19 | > loss_disc: 2.590043544769287 (2.419808814400121) | > loss_disc_real_0: 0.1609363853931427 (0.14684406040530457) | > loss_disc_real_1: 0.24361202120780945 (0.26011115155721964) | > loss_disc_real_2: 0.239726722240448 (0.2307923640075483) | > loss_disc_real_3: 0.296848863363266 (0.25002655386924744) | > loss_disc_real_4: 0.3178369700908661 (0.27245547583228663) | > loss_disc_real_5: 0.3244171142578125 (0.24679909019093765) | > loss_0: 2.590043544769287 (2.419808814400121) | > loss_gen: 2.474409580230713 (2.576509902351781) | > loss_kl: 1.703665852546692 (2.794961044662877) | > loss_feat: 5.927633762359619 (7.06292200088501) | > loss_mel: 14.507822036743164 (17.95179151233874) | > loss_duration: 2.3160042762756348 (2.3590879816758004) | > loss_1: 26.929534912109375 (32.74527318854082)  --> STEP: 20 | > loss_disc: 2.1984643936157227 (2.408741593360901) | > loss_disc_real_0: 0.1431456357240677 (0.1466591391712427) | > loss_disc_real_1: 0.17270752787590027 (0.2557409703731537) | > loss_disc_real_2: 0.24123674631118774 (0.23131458312273026) | > loss_disc_real_3: 0.22595833241939545 (0.24882314279675483) | > loss_disc_real_4: 0.08857826143503189 (0.2632616151124239) | > loss_disc_real_5: 0.12462012469768524 (0.24069014191627502) | > loss_0: 2.1984643936157227 (2.408741593360901) | > loss_gen: 2.358114004135132 (2.5655901074409484) | > loss_kl: 2.3769123554229736 (2.774058610200882) | > loss_feat: 8.08681583404541 (7.11411669254303) | > loss_mel: 18.82317352294922 (17.995360612869266) | > loss_duration: 2.337644577026367 (2.358015811443329) | > loss_1: 33.98265838623047 (32.8071424484253)  --> STEP: 21 | > loss_disc: 2.5981345176696777 (2.4177603040422713) | > loss_disc_real_0: 0.19303682446479797 (0.14886760037569774) | > loss_disc_real_1: 0.28687983751296997 (0.2572237735702878) | > loss_disc_real_2: 0.24961595237255096 (0.23218607689653123) | > loss_disc_real_3: 0.282572865486145 (0.2504302724486306) | > loss_disc_real_4: 0.26998549699783325 (0.2635817999641101) | > loss_disc_real_5: 0.2567368745803833 (0.24145427204313732) | > loss_0: 2.5981345176696777 (2.4177603040422713) | > loss_gen: 2.569939613342285 (2.5657972267695834) | > loss_kl: 2.2269139289855957 (2.7480041015715826) | > loss_feat: 6.181690216064453 (7.069715431758335) | > loss_mel: 16.85793113708496 (17.941197304498584) | > loss_duration: 2.2029495239257812 (2.3506317025139216) | > loss_1: 30.039424896240234 (32.67534637451173)  --> STEP: 22 | > loss_disc: 2.275745391845703 (2.411305080760609) | > loss_disc_real_0: 0.10003148019313812 (0.14664777673103593) | > loss_disc_real_1: 0.18580463528633118 (0.2539774491028352) | > loss_disc_real_2: 0.1939435601234436 (0.23044778067957272) | > loss_disc_real_3: 0.1725528985261917 (0.24689039181579248) | > loss_disc_real_4: 0.18103504180908203 (0.259829674593427) | > loss_disc_real_5: 0.2166173905134201 (0.24032532288269562) | > loss_0: 2.275745391845703 (2.411305080760609) | > loss_gen: 2.354639768600464 (2.556199160489169) | > loss_kl: 2.3222756385803223 (2.7286528077992527) | > loss_feat: 8.485440254211426 (7.134066560051658) | > loss_mel: 18.526596069335938 (17.96780633926392) | > loss_duration: 2.192330837249756 (2.3434362086382774) | > loss_1: 33.881282806396484 (32.73016166687013)  --> STEP: 23 | > loss_disc: 2.338160991668701 (2.4081249029740044) | > loss_disc_real_0: 0.14491884410381317 (0.14657260574724362) | > loss_disc_real_1: 0.24337859451770782 (0.25351662933826447) | > loss_disc_real_2: 0.21729035675525665 (0.22987571876981985) | > loss_disc_real_3: 0.32880592346191406 (0.2504519366699717) | > loss_disc_real_4: 0.20715409517288208 (0.257539432009925) | > loss_disc_real_5: 0.2201528251171112 (0.23944825776245282) | > loss_0: 2.338160991668701 (2.4081249029740044) | > loss_gen: 2.7188549041748047 (2.5632711493450664) | > loss_kl: 2.2625582218170166 (2.708387825800025) | > loss_feat: 8.49903678894043 (7.193413091742474) | > loss_mel: 16.975324630737305 (17.924654960632328) | > loss_duration: 2.283080577850342 (2.340812050777932) | > loss_1: 32.738853454589844 (32.73053957068403)  --> STEP: 24 | > loss_disc: 2.5075700283050537 (2.412268449862798) | > loss_disc_real_0: 0.10305692255496979 (0.1447594522808989) | > loss_disc_real_1: 0.293631911277771 (0.2551880994190772) | > loss_disc_real_2: 0.21985606849193573 (0.22945823334157467) | > loss_disc_real_3: 0.32853782176971436 (0.25370551521579426) | > loss_disc_real_4: 0.287837415933609 (0.25880184800674516) | > loss_disc_real_5: 0.26553818583488464 (0.24053533809880415) | > loss_0: 2.5075700283050537 (2.412268449862798) | > loss_gen: 2.5142152309417725 (2.561227152744929) | > loss_kl: 2.2937474250793457 (2.691111142436663) | > loss_feat: 7.388402462005615 (7.201537648836772) | > loss_mel: 17.50118637084961 (17.907010436058048) | > loss_duration: 2.397296667098999 (2.343165576457977) | > loss_1: 32.0948486328125 (32.70405244827271)  --> STEP: 25 | > loss_disc: 2.2785511016845703 (2.406919755935669) | > loss_disc_real_0: 0.17358864843845367 (0.14591262012720108) | > loss_disc_real_1: 0.21364137530326843 (0.2535262304544449) | > loss_disc_real_2: 0.2062048763036728 (0.22852809906005858) | > loss_disc_real_3: 0.2704521715641022 (0.25437538146972655) | > loss_disc_real_4: 0.24780263006687164 (0.2583618792891502) | > loss_disc_real_5: 0.2522433400154114 (0.24100365817546845) | > loss_0: 2.2785511016845703 (2.406919755935669) | > loss_gen: 2.7079062461853027 (2.567094316482544) | > loss_kl: 2.449589729309082 (2.68145028591156) | > loss_feat: 7.891446590423584 (7.229134006500244) | > loss_mel: 16.93177032470703 (17.868000831604007) | > loss_duration: 2.3539066314697266 (2.3435952186584466) | > loss_1: 32.334617614746094 (32.68927505493165)  --> STEP: 26 | > loss_disc: 2.653703451156616 (2.41641143652109) | > loss_disc_real_0: 0.10114295780658722 (0.1441907100379467) | > loss_disc_real_1: 0.18758954107761383 (0.25099020393995136) | > loss_disc_real_2: 0.23879846930503845 (0.22892311330025011) | > loss_disc_real_3: 0.2341567724943161 (0.25359774266298) | > loss_disc_real_4: 0.2675681710243225 (0.2587159674328107) | > loss_disc_real_5: 0.24859893321990967 (0.2412957841387162) | > loss_0: 2.653703451156616 (2.41641143652109) | > loss_gen: 1.8851436376571655 (2.5408654442200294) | > loss_kl: 2.539797067642212 (2.676002085208893) | > loss_feat: 4.842801094055176 (7.137351971406203) | > loss_mel: 13.80533218383789 (17.711744345151466) | > loss_duration: 2.335470676422119 (2.343282736264742) | > loss_1: 25.408544540405273 (32.4092469582191) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025835495728712818 (-6.027405078594481e-05) | > avg_loss_disc: 2.41641143652109 (-0.014814055882967025) | > avg_loss_disc_real_0: 0.1441907100379467 (+0.030535708253200233) | > avg_loss_disc_real_1: 0.25099020393995136 (+0.01772432545056707) | > avg_loss_disc_real_2: 0.22892311330025011 (+0.010289299946564884) | > avg_loss_disc_real_3: 0.25359774266298 (+0.04658695023793441) | > avg_loss_disc_real_4: 0.2587159674328107 (+0.029535801078264534) | > avg_loss_disc_real_5: 0.2412957841387162 (+0.0047414291363496175) | > avg_loss_0: 2.41641143652109 (-0.014814055882967025) | > avg_loss_gen: 2.5408654442200294 (+0.2174910261080818) | > avg_loss_kl: 2.676002085208893 (-0.07084376995380115) | > avg_loss_feat: 7.137351971406203 (-0.06274221493647669) | > avg_loss_mel: 17.711744345151466 (+0.2503803326533429) | > avg_loss_duration: 2.343282736264742 (+0.01907277107238725) | > avg_loss_1: 32.4092469582191 (+0.35335841545693114)  > EPOCH: 483/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:23:02)   --> TIME: 2024-06-11 12:23:06 -- STEP: 9/330 -- GLOBAL_STEP: 247400 | > loss_disc: 2.3871049880981445 (2.3521529833475747) | > loss_disc_real_0: 0.11204944550991058 (0.09497817771302329) | > loss_disc_real_1: 0.16590380668640137 (0.1822494235303667) | > loss_disc_real_2: 0.23815937340259552 (0.2111487454838223) | > loss_disc_real_3: 0.2352076917886734 (0.23537876870897081) | > loss_disc_real_4: 0.22136428952217102 (0.2566526085138321) | > loss_disc_real_5: 0.2239198088645935 (0.23837881286938986) | > loss_0: 2.3871049880981445 (2.3521529833475747) | > grad_norm_0: tensor(7.4265, device='cuda:0') (tensor(6.5032, device='cuda:0')) | > loss_gen: 2.539405584335327 (2.482556766933865) | > loss_kl: 1.9489742517471313 (1.9004910389582317) | > loss_feat: 6.227716445922852 (6.749548382229275) | > loss_mel: 18.095979690551758 (18.294539345635307) | > loss_duration: 2.081038475036621 (2.1501568688286676) | > loss_1: 30.893115997314453 (31.577293184068466) | > grad_norm_1: tensor(40.4378, device='cuda:0') (tensor(56.8956, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3512 (0.360781643125746) | > loader_time: 0.0028 (0.0030816925896538627)  --> TIME: 2024-06-11 12:23:15 -- STEP: 34/330 -- GLOBAL_STEP: 247425 | > loss_disc: 2.4592678546905518 (2.327586833168478) | > loss_disc_real_0: 0.09136684238910675 (0.10200336728902425) | > loss_disc_real_1: 0.1806609332561493 (0.19411289560444214) | > loss_disc_real_2: 0.2267286777496338 (0.20954501497394898) | > loss_disc_real_3: 0.22329117357730865 (0.22720485136789434) | > loss_disc_real_4: 0.2206568866968155 (0.23248113647979848) | > loss_disc_real_5: 0.2246650606393814 (0.2230640150168363) | > loss_0: 2.4592678546905518 (2.327586833168478) | > grad_norm_0: tensor(8.9793, device='cuda:0') (tensor(7.9223, device='cuda:0')) | > loss_gen: 2.4988455772399902 (2.495545611662023) | > loss_kl: 1.850568413734436 (1.9248310082099016) | > loss_feat: 7.383793354034424 (7.003806464812335) | > loss_mel: 17.901939392089844 (17.975821158465223) | > loss_duration: 2.0262069702148438 (2.051249847692601) | > loss_1: 31.661354064941406 (31.451254227582147) | > grad_norm_1: tensor(91.1586, device='cuda:0') (tensor(66.8013, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3694 (0.35852879636427937) | > loader_time: 0.0032 (0.0032523099113913145)  --> TIME: 2024-06-11 12:23:25 -- STEP: 59/330 -- GLOBAL_STEP: 247450 | > loss_disc: 2.3128437995910645 (2.3645741090936165) | > loss_disc_real_0: 0.0724521279335022 (0.10791082326638496) | > loss_disc_real_1: 0.2211485505104065 (0.19915642778752213) | > loss_disc_real_2: 0.20678167045116425 (0.2124978192781998) | > loss_disc_real_3: 0.1926870197057724 (0.23141011242139137) | > loss_disc_real_4: 0.20162568986415863 (0.2331930497440241) | > loss_disc_real_5: 0.178537055850029 (0.22399007794210465) | > loss_0: 2.3128437995910645 (2.3645741090936165) | > grad_norm_0: tensor(21.2876, device='cuda:0') (tensor(9.1012, device='cuda:0')) | > loss_gen: 2.562563180923462 (2.473555568921363) | > loss_kl: 2.0560340881347656 (1.912804522756803) | > loss_feat: 7.722370147705078 (7.00014844991393) | > loss_mel: 17.882282257080078 (17.99123489250572) | > loss_duration: 1.9778814315795898 (2.0271734746836) | > loss_1: 32.20112991333008 (31.404916860289493) | > grad_norm_1: tensor(139.8121, device='cuda:0') (tensor(81.4417, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3589 (0.3615857382952157) | > loader_time: 0.0035 (0.003341157557600636)  --> TIME: 2024-06-11 12:23:34 -- STEP: 84/330 -- GLOBAL_STEP: 247475 | > loss_disc: 2.418581485748291 (2.361361279374076) | > loss_disc_real_0: 0.11133148521184921 (0.11077643052807876) | > loss_disc_real_1: 0.20294518768787384 (0.19922577341397604) | > loss_disc_real_2: 0.24111078679561615 (0.2139823997304553) | > loss_disc_real_3: 0.21485671401023865 (0.2294556356611706) | > loss_disc_real_4: 0.23017150163650513 (0.23204542182031132) | > loss_disc_real_5: 0.22538700699806213 (0.22255217762930052) | > loss_0: 2.418581485748291 (2.361361279374076) | > grad_norm_0: tensor(17.4618, device='cuda:0') (tensor(9.6249, device='cuda:0')) | > loss_gen: 2.5023887157440186 (2.4780839965457013) | > loss_kl: 1.849831223487854 (1.9240287968090601) | > loss_feat: 7.050971984863281 (6.992298892566136) | > loss_mel: 17.77556610107422 (17.938769544873924) | > loss_duration: 2.106362819671631 (2.018411798136576) | > loss_1: 31.285120010375977 (31.351592926751998) | > grad_norm_1: tensor(149.3715, device='cuda:0') (tensor(93.7235, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3683 (0.3684710320972262) | > loader_time: 0.0035 (0.003443621453784761)  --> TIME: 2024-06-11 12:23:44 -- STEP: 109/330 -- GLOBAL_STEP: 247500 | > loss_disc: 2.370710849761963 (2.3659084499429115) | > loss_disc_real_0: 0.12390118837356567 (0.11337037965518619) | > loss_disc_real_1: 0.19762615859508514 (0.19894435441275254) | > loss_disc_real_2: 0.2007848471403122 (0.2134534376203467) | > loss_disc_real_3: 0.24996186792850494 (0.23034324408124346) | > loss_disc_real_4: 0.25779783725738525 (0.23258666612139536) | > loss_disc_real_5: 0.25663650035858154 (0.22373788345844373) | > loss_0: 2.370710849761963 (2.3659084499429115) | > grad_norm_0: tensor(12.6733, device='cuda:0') (tensor(9.9240, device='cuda:0')) | > loss_gen: 2.3767781257629395 (2.471559662337697) | > loss_kl: 2.084537982940674 (1.9360751602627815) | > loss_feat: 6.32618522644043 (6.961347334975496) | > loss_mel: 17.64637565612793 (17.89644614053429) | > loss_duration: 1.956741452217102 (2.018757484374791) | > loss_1: 30.39061737060547 (31.284185672025068) | > grad_norm_1: tensor(189.3626, device='cuda:0') (tensor(104.0254, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3698 (0.37055150084539307) | > loader_time: 0.0038 (0.0035695657817595597) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_247500.pth  --> TIME: 2024-06-11 12:23:58 -- STEP: 134/330 -- GLOBAL_STEP: 247525 | > loss_disc: 2.410398006439209 (2.3641002640795343) | > loss_disc_real_0: 0.12805837392807007 (0.11419406171832512) | > loss_disc_real_1: 0.20959420502185822 (0.1985982550836321) | > loss_disc_real_2: 0.20997250080108643 (0.21345218949353517) | > loss_disc_real_3: 0.21845409274101257 (0.22971038909545585) | > loss_disc_real_4: 0.22643166780471802 (0.23123650375142027) | > loss_disc_real_5: 0.2113853096961975 (0.22250963169247356) | > loss_0: 2.410398006439209 (2.3641002640795343) | > grad_norm_0: tensor(5.5479, device='cuda:0') (tensor(12.0228, device='cuda:0')) | > loss_gen: 2.5133490562438965 (2.473013336978742) | > loss_kl: 2.152320146560669 (1.9394547805857303) | > loss_feat: 7.519246578216553 (6.979722830786634) | > loss_mel: 18.112520217895508 (17.9216195718566) | > loss_duration: 2.0229125022888184 (2.021827094590487) | > loss_1: 32.320350646972656 (31.335637491140794) | > grad_norm_1: tensor(284.0796, device='cuda:0') (tensor(128.6069, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3813 (0.3738638429499385) | > loader_time: 0.0039 (0.0037052595793311276)  --> TIME: 2024-06-11 12:24:08 -- STEP: 159/330 -- GLOBAL_STEP: 247550 | > loss_disc: 2.3131771087646484 (2.3617221889255906) | > loss_disc_real_0: 0.09136222302913666 (0.11488214964574238) | > loss_disc_real_1: 0.16714492440223694 (0.1978798325894014) | > loss_disc_real_2: 0.18527092039585114 (0.21284505584329932) | > loss_disc_real_3: 0.22464540600776672 (0.23030487462034765) | > loss_disc_real_4: 0.18662326037883759 (0.23121981425855145) | > loss_disc_real_5: 0.19385084509849548 (0.2232048587416703) | > loss_0: 2.3131771087646484 (2.3617221889255906) | > grad_norm_0: tensor(41.0409, device='cuda:0') (tensor(15.2383, device='cuda:0')) | > loss_gen: 2.3303651809692383 (2.4813514490547433) | > loss_kl: 1.924323320388794 (1.9430293991880596) | > loss_feat: 6.968988418579102 (6.99043858426172) | > loss_mel: 17.541505813598633 (17.89280333608952) | > loss_duration: 2.0421195030212402 (2.024403816499051) | > loss_1: 30.807302474975586 (31.332026499622273) | > grad_norm_1: tensor(351.6969, device='cuda:0') (tensor(156.3664, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3789 (0.37522873188714573) | > loader_time: 0.0048 (0.0038145338214418422)  --> TIME: 2024-06-11 12:24:17 -- STEP: 184/330 -- GLOBAL_STEP: 247575 | > loss_disc: 2.3936712741851807 (2.360861289760339) | > loss_disc_real_0: 0.07342220097780228 (0.1147772510252569) | > loss_disc_real_1: 0.22014473378658295 (0.1977255485304024) | > loss_disc_real_2: 0.27695509791374207 (0.21276529748802603) | > loss_disc_real_3: 0.24475416541099548 (0.22983689897734186) | > loss_disc_real_4: 0.2435595989227295 (0.2311336100101471) | > loss_disc_real_5: 0.25516021251678467 (0.2230015681327685) | > loss_0: 2.3936712741851807 (2.360861289760339) | > grad_norm_0: tensor(19.7473, device='cuda:0') (tensor(17.6534, device='cuda:0')) | > loss_gen: 2.457465171813965 (2.484618058671123) | > loss_kl: 1.9183852672576904 (1.947863265224125) | > loss_feat: 7.408787727355957 (7.012282752472421) | > loss_mel: 17.818937301635742 (17.865748892659727) | > loss_duration: 2.060276985168457 (2.030435138422511) | > loss_1: 31.66385269165039 (31.340948053028274) | > grad_norm_1: tensor(413.1479, device='cuda:0') (tensor(182.7174, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.3839 (0.376591567112052) | > loader_time: 0.0051 (0.003915127204812092)  --> TIME: 2024-06-11 12:24:28 -- STEP: 209/330 -- GLOBAL_STEP: 247600 | > loss_disc: 2.3516740798950195 (2.363102303737657) | > loss_disc_real_0: 0.09876152873039246 (0.11668334600101248) | > loss_disc_real_1: 0.20066341757774353 (0.19816707809005626) | > loss_disc_real_2: 0.17064622044563293 (0.21273154490872437) | > loss_disc_real_3: 0.2343347668647766 (0.22931089141722502) | > loss_disc_real_4: 0.26792794466018677 (0.2304150586921062) | > loss_disc_real_5: 0.2328515648841858 (0.22296973827638125) | > loss_0: 2.3516740798950195 (2.363102303737657) | > grad_norm_0: tensor(36.1485, device='cuda:0') (tensor(20.4633, device='cuda:0')) | > loss_gen: 2.502743721008301 (2.4886391847327567) | > loss_kl: 2.03684663772583 (1.9576870756286182) | > loss_feat: 7.966755390167236 (7.030700697282855) | > loss_mel: 18.083148956298828 (17.83663476825331) | > loss_duration: 2.1206321716308594 (2.0382828997653073) | > loss_1: 32.71012496948242 (31.351944517290764) | > grad_norm_1: tensor(374.4853, device='cuda:0') (tensor(204.3907, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.4081 (0.3790971708069578) | > loader_time: 0.0047 (0.004036504115784568)  --> TIME: 2024-06-11 12:24:38 -- STEP: 234/330 -- GLOBAL_STEP: 247625 | > loss_disc: 2.395796060562134 (2.366517953383615) | > loss_disc_real_0: 0.148670494556427 (0.11764024613568416) | > loss_disc_real_1: 0.1855403035879135 (0.19873304206591386) | > loss_disc_real_2: 0.23794107139110565 (0.2126241359445784) | > loss_disc_real_3: 0.21890732645988464 (0.2299922040512419) | > loss_disc_real_4: 0.23421086370944977 (0.22975310390321618) | > loss_disc_real_5: 0.21466903388500214 (0.22340689039128458) | > loss_0: 2.395796060562134 (2.366517953383615) | > grad_norm_0: tensor(26.6860, device='cuda:0') (tensor(23.1682, device='cuda:0')) | > loss_gen: 2.282759189605713 (2.4878436795666685) | > loss_kl: 2.089923858642578 (1.9615464755612562) | > loss_feat: 6.031965732574463 (7.012774192369902) | > loss_mel: 16.65999412536621 (17.787023650275344) | > loss_duration: 2.119050979614258 (2.0465959198454504) | > loss_1: 29.183692932128906 (31.295783825409718) | > grad_norm_1: tensor(316.5108, device='cuda:0') (tensor(224.8179, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.4135 (0.38232583062261605) | > loader_time: 0.0054 (0.004169081011389057)  --> TIME: 2024-06-11 12:24:49 -- STEP: 259/330 -- GLOBAL_STEP: 247650 | > loss_disc: 2.43380069732666 (2.3680452923056685) | > loss_disc_real_0: 0.16138127446174622 (0.11746201539074132) | > loss_disc_real_1: 0.23609140515327454 (0.19952171425331514) | > loss_disc_real_2: 0.22883836925029755 (0.21283329931235223) | > loss_disc_real_3: 0.23858243227005005 (0.22987160915113325) | > loss_disc_real_4: 0.22507022321224213 (0.2301555679226474) | > loss_disc_real_5: 0.21152815222740173 (0.22309496388932454) | > loss_0: 2.43380069732666 (2.3680452923056685) | > grad_norm_0: tensor(30.9580, device='cuda:0') (tensor(23.4915, device='cuda:0')) | > loss_gen: 2.4024484157562256 (2.486362213333601) | > loss_kl: 1.9587267637252808 (1.9625245337320572) | > loss_feat: 6.164621353149414 (7.036479559644309) | > loss_mel: 17.611970901489258 (17.77230327562016) | > loss_duration: 2.1479721069335938 (2.0536517553808147) | > loss_1: 30.28573989868164 (31.311321258544922) | > grad_norm_1: tensor(237.7818, device='cuda:0') (tensor(234.4129, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.409 (0.3863246717047968) | > loader_time: 0.0058 (0.004308476871505208)  --> TIME: 2024-06-11 12:25:00 -- STEP: 284/330 -- GLOBAL_STEP: 247675 | > loss_disc: 2.4388010501861572 (2.367386784352046) | > loss_disc_real_0: 0.13119813799858093 (0.11772714346699731) | > loss_disc_real_1: 0.23049631714820862 (0.19974883887129763) | > loss_disc_real_2: 0.19833748042583466 (0.21260561411019785) | > loss_disc_real_3: 0.23084419965744019 (0.22986033076131848) | > loss_disc_real_4: 0.20729680359363556 (0.23009292408823967) | > loss_disc_real_5: 0.24143454432487488 (0.22288824449962294) | > loss_0: 2.4388010501861572 (2.367386784352046) | > grad_norm_0: tensor(42.5195, device='cuda:0') (tensor(24.5978, device='cuda:0')) | > loss_gen: 2.385972499847412 (2.4844518740412216) | > loss_kl: 1.9318941831588745 (1.965807659525267) | > loss_feat: 6.402825832366943 (7.040249492081117) | > loss_mel: 17.445276260375977 (17.725212627733264) | > loss_duration: 2.1650781631469727 (2.0627414827615445) | > loss_1: 30.33104705810547 (31.278463061426727) | > grad_norm_1: tensor(149.1638, device='cuda:0') (tensor(249.1874, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.4497 (0.391483185996472) | > loader_time: 0.0061 (0.0044611339837732425)  --> TIME: 2024-06-11 12:25:13 -- STEP: 309/330 -- GLOBAL_STEP: 247700 | > loss_disc: 2.354095935821533 (2.3682596135679566) | > loss_disc_real_0: 0.11056885123252869 (0.11809452021536704) | > loss_disc_real_1: 0.20528274774551392 (0.19969552909672061) | > loss_disc_real_2: 0.2423100769519806 (0.2128750444615929) | > loss_disc_real_3: 0.23818941414356232 (0.22992324790522503) | > loss_disc_real_4: 0.22358159720897675 (0.2300090174458945) | > loss_disc_real_5: 0.20679809153079987 (0.22294868470974338) | > loss_0: 2.354095935821533 (2.3682596135679566) | > grad_norm_0: tensor(39.5305, device='cuda:0') (tensor(25.6197, device='cuda:0')) | > loss_gen: 2.563601493835449 (2.4833082697538105) | > loss_kl: 1.9645692110061646 (1.9672130018376224) | > loss_feat: 7.18768310546875 (7.058531137731855) | > loss_mel: 16.990440368652344 (17.68600444423343) | > loss_duration: 2.244051933288574 (2.074289394428044) | > loss_1: 30.950347900390625 (31.26934620014672) | > grad_norm_1: tensor(481.4903, device='cuda:0') (tensor(261.9993, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.5177 (0.3984272996970366) | > loader_time: 0.0067 (0.004637965106655478)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.225757122039795 (2.225757122039795) | > loss_disc_real_0: 0.10989394783973694 (0.10989394783973694) | > loss_disc_real_1: 0.22192968428134918 (0.22192968428134918) | > loss_disc_real_2: 0.2285967469215393 (0.2285967469215393) | > loss_disc_real_3: 0.22930876910686493 (0.22930876910686493) | > loss_disc_real_4: 0.2721328139305115 (0.2721328139305115) | > loss_disc_real_5: 0.18798944354057312 (0.18798944354057312) | > loss_0: 2.225757122039795 (2.225757122039795) | > loss_gen: 2.649868965148926 (2.649868965148926) | > loss_kl: 1.3889104127883911 (1.3889104127883911) | > loss_feat: 7.682614803314209 (7.682614803314209) | > loss_mel: 17.85991096496582 (17.85991096496582) | > loss_duration: 3.0241243839263916 (3.0241243839263916) | > loss_1: 32.605430603027344 (32.605430603027344)  --> STEP: 1 | > loss_disc: 2.3237524032592773 (2.3237524032592773) | > loss_disc_real_0: 0.04988321661949158 (0.04988321661949158) | > loss_disc_real_1: 0.21958422660827637 (0.21958422660827637) | > loss_disc_real_2: 0.25043371319770813 (0.25043371319770813) | > loss_disc_real_3: 0.23264525830745697 (0.23264525830745697) | > loss_disc_real_4: 0.2387196272611618 (0.2387196272611618) | > loss_disc_real_5: 0.20197038352489471 (0.20197038352489471) | > loss_0: 2.3237524032592773 (2.3237524032592773) | > loss_gen: 2.330620527267456 (2.330620527267456) | > loss_kl: 2.315720558166504 (2.315720558166504) | > loss_feat: 6.461688041687012 (6.461688041687012) | > loss_mel: 20.15770149230957 (20.15770149230957) | > loss_duration: 2.494372844696045 (2.494372844696045) | > loss_1: 33.760101318359375 (33.760101318359375)  --> STEP: 2 | > loss_disc: 2.537379503250122 (2.4305659532546997) | > loss_disc_real_0: 0.06634757667779922 (0.0581153966486454) | > loss_disc_real_1: 0.24360814690589905 (0.2315961867570877) | > loss_disc_real_2: 0.30009353160858154 (0.27526362240314484) | > loss_disc_real_3: 0.23387852311134338 (0.23326189070940018) | > loss_disc_real_4: 0.2398277223110199 (0.23927367478609085) | > loss_disc_real_5: 0.25461575388908386 (0.2282930687069893) | > loss_0: 2.537379503250122 (2.4305659532546997) | > loss_gen: 2.254127264022827 (2.2923738956451416) | > loss_kl: 2.6202666759490967 (2.4679936170578003) | > loss_feat: 5.77151346206665 (6.116600751876831) | > loss_mel: 17.410337448120117 (18.784019470214844) | > loss_duration: 2.525132417678833 (2.509752631187439) | > loss_1: 30.581377029418945 (32.17073917388916)  --> STEP: 3 | > loss_disc: 2.3350889682769775 (2.398740291595459) | > loss_disc_real_0: 0.10872353613376617 (0.074984776477019) | > loss_disc_real_1: 0.1384904980659485 (0.20056095719337463) | > loss_disc_real_2: 0.17360374331474304 (0.24137699604034424) | > loss_disc_real_3: 0.3072129786014557 (0.25791225334008533) | > loss_disc_real_4: 0.2952990233898163 (0.25794879098733264) | > loss_disc_real_5: 0.30503129959106445 (0.25387247900168103) | > loss_0: 2.3350889682769775 (2.398740291595459) | > loss_gen: 2.6791157722473145 (2.4212878545125327) | > loss_kl: 2.8942809104919434 (2.610089381535848) | > loss_feat: 6.435192108154297 (6.222797870635986) | > loss_mel: 17.781267166137695 (18.44976870218913) | > loss_duration: 2.4045722484588623 (2.4746925036112466) | > loss_1: 32.194427490234375 (32.17863527933756)  --> STEP: 4 | > loss_disc: 2.440077781677246 (2.4090746641159058) | > loss_disc_real_0: 0.1612839698791504 (0.09655957482755184) | > loss_disc_real_1: 0.22619083523750305 (0.20696842670440674) | > loss_disc_real_2: 0.1799008846282959 (0.22600796818733215) | > loss_disc_real_3: 0.22273388504981995 (0.249117661267519) | > loss_disc_real_4: 0.30502697825431824 (0.26971833780407906) | > loss_disc_real_5: 0.2400406152009964 (0.25041451305150986) | > loss_0: 2.440077781677246 (2.4090746641159058) | > loss_gen: 2.332594633102417 (2.3991145491600037) | > loss_kl: 3.975208282470703 (2.9513691067695618) | > loss_feat: 6.993940353393555 (6.415583491325378) | > loss_mel: 18.926298141479492 (18.56890106201172) | > loss_duration: 2.3132920265197754 (2.434342384338379) | > loss_1: 34.54133605957031 (32.76931047439575)  --> STEP: 5 | > loss_disc: 2.2827587127685547 (2.3838114738464355) | > loss_disc_real_0: 0.20583049952983856 (0.11841375976800919) | > loss_disc_real_1: 0.2715563178062439 (0.21988600492477417) | > loss_disc_real_2: 0.2432180792093277 (0.22944999039173125) | > loss_disc_real_3: 0.2673967480659485 (0.2527734786272049) | > loss_disc_real_4: 0.24305257201194763 (0.26438518464565275) | > loss_disc_real_5: 0.21543845534324646 (0.2434193015098572) | > loss_0: 2.2827587127685547 (2.3838114738464355) | > loss_gen: 2.8218846321105957 (2.483668565750122) | > loss_kl: 2.484215497970581 (2.8579383850097657) | > loss_feat: 5.7615065574646 (6.284768104553223) | > loss_mel: 18.23952865600586 (18.50302658081055) | > loss_duration: 2.3771920204162598 (2.4229123115539553) | > loss_1: 31.684326171875 (32.5523136138916)  --> STEP: 6 | > loss_disc: 2.5377235412597656 (2.4094634850819907) | > loss_disc_real_0: 0.15349072217941284 (0.12425992016990979) | > loss_disc_real_1: 0.32295429706573486 (0.2370640536149343) | > loss_disc_real_2: 0.24284425377845764 (0.23168236762285233) | > loss_disc_real_3: 0.2292463779449463 (0.2488522951801618) | > loss_disc_real_4: 0.23011551797389984 (0.25867357353369397) | > loss_disc_real_5: 0.1896980255842209 (0.23446575552225113) | > loss_0: 2.5377235412597656 (2.4094634850819907) | > loss_gen: 2.2113664150238037 (2.4382848739624023) | > loss_kl: 2.664271831512451 (2.8256606260935464) | > loss_feat: 4.8254194259643555 (6.041543324788411) | > loss_mel: 16.75881576538086 (18.212324778238933) | > loss_duration: 2.1913459300994873 (2.384317914644877) | > loss_1: 28.65121841430664 (31.90213108062744)  --> STEP: 7 | > loss_disc: 2.402301549911499 (2.408440351486206) | > loss_disc_real_0: 0.07497567683458328 (0.11721931397914886) | > loss_disc_real_1: 0.24107548594474792 (0.23763711537633622) | > loss_disc_real_2: 0.25582367181777954 (0.2351311253649848) | > loss_disc_real_3: 0.26132288575172424 (0.2506338081189564) | > loss_disc_real_4: 0.1774016171693802 (0.2470632940530777) | > loss_disc_real_5: 0.1711985170841217 (0.22542757860251836) | > loss_0: 2.402301549911499 (2.408440351486206) | > loss_gen: 2.263153553009033 (2.413266113826207) | > loss_kl: 3.543276786804199 (2.9281772204807828) | > loss_feat: 7.548094749450684 (6.256764956883022) | > loss_mel: 19.47519302368164 (18.39273452758789) | > loss_duration: 2.5720252990722656 (2.411133255277361) | > loss_1: 35.4017448425293 (32.40207590375628)  --> STEP: 8 | > loss_disc: 2.0166780948638916 (2.3594700694084167) | > loss_disc_real_0: 0.07683730870485306 (0.11217156331986189) | > loss_disc_real_1: 0.15476641058921814 (0.22727827727794647) | > loss_disc_real_2: 0.1915525496006012 (0.22968380339443684) | > loss_disc_real_3: 0.172750785946846 (0.24089843034744263) | > loss_disc_real_4: 0.2007964849472046 (0.24127994291484356) | > loss_disc_real_5: 0.1927695870399475 (0.221345329657197) | > loss_0: 2.0166780948638916 (2.3594700694084167) | > loss_gen: 2.7005558013916016 (2.449177324771881) | > loss_kl: 2.7904036045074463 (2.9109555184841156) | > loss_feat: 11.241058349609375 (6.879801630973816) | > loss_mel: 19.71751594543457 (18.558332204818726) | > loss_duration: 2.276806116104126 (2.394342362880707) | > loss_1: 38.72633743286133 (33.19260859489441)  --> STEP: 9 | > loss_disc: 2.613579034805298 (2.3877043988969593) | > loss_disc_real_0: 0.24072928726673126 (0.12645575486951405) | > loss_disc_real_1: 0.21821197867393494 (0.22627091076638964) | > loss_disc_real_2: 0.1674608439207077 (0.22277014123068917) | > loss_disc_real_3: 0.18195845186710358 (0.23434954384962717) | > loss_disc_real_4: 0.34812092781066895 (0.25315116345882416) | > loss_disc_real_5: 0.25669997930526733 (0.22527362406253815) | > loss_0: 2.613579034805298 (2.3877043988969593) | > loss_gen: 2.344754457473755 (2.437574783960978) | > loss_kl: 2.6914844512939453 (2.8865698443518744) | > loss_feat: 15.083319664001465 (7.791303634643555) | > loss_mel: 18.365428924560547 (18.53689850701226) | > loss_duration: 2.1909995079040527 (2.3717487123277454) | > loss_1: 40.67598342895508 (34.02409468756782)  --> STEP: 10 | > loss_disc: 2.291957378387451 (2.3781296968460084) | > loss_disc_real_0: 0.13062334060668945 (0.12687251344323158) | > loss_disc_real_1: 0.20940133929252625 (0.2245839536190033) | > loss_disc_real_2: 0.2598215937614441 (0.22647528648376464) | > loss_disc_real_3: 0.22195705771446228 (0.23311029523611068) | > loss_disc_real_4: 0.2283448427915573 (0.2506705313920975) | > loss_disc_real_5: 0.24370230734348297 (0.22711649239063264) | > loss_0: 2.291957378387451 (2.3781296968460084) | > loss_gen: 2.527161121368408 (2.4465334177017213) | > loss_kl: 3.2806522846221924 (2.925978088378906) | > loss_feat: 6.644638538360596 (7.676637125015259) | > loss_mel: 18.83544158935547 (18.56675281524658) | > loss_duration: 2.3926444053649902 (2.37383828163147) | > loss_1: 33.680538177490234 (33.98973903656006)  --> STEP: 11 | > loss_disc: 2.302250862121582 (2.3712316209619697) | > loss_disc_real_0: 0.14020031690597534 (0.12808413193984466) | > loss_disc_real_1: 0.2996649444103241 (0.2314094982363961) | > loss_disc_real_2: 0.1910235583782196 (0.2232524021105333) | > loss_disc_real_3: 0.23335786163806915 (0.23313280127265237) | > loss_disc_real_4: 0.2530916929244995 (0.2508906369859522) | > loss_disc_real_5: 0.23029395937919617 (0.22740535302595657) | > loss_0: 2.302250862121582 (2.3712316209619697) | > loss_gen: 2.627474784851074 (2.4629826328971167) | > loss_kl: 2.9413604736328125 (2.927376487038352) | > loss_feat: 6.58456563949585 (7.577357899058949) | > loss_mel: 16.175676345825195 (18.349382227117363) | > loss_duration: 2.485344409942627 (2.3839752023870293) | > loss_1: 30.814422607421875 (33.701073906638406)  --> STEP: 12 | > loss_disc: 2.5237863063812256 (2.383944511413574) | > loss_disc_real_0: 0.15249180793762207 (0.13011810493965945) | > loss_disc_real_1: 0.2424846589565277 (0.23233242829640707) | > loss_disc_real_2: 0.20748913288116455 (0.22193879634141922) | > loss_disc_real_3: 0.2656175494194031 (0.23583986361821493) | > loss_disc_real_4: 0.2901189923286438 (0.25415966659784317) | > loss_disc_real_5: 0.25740495324134827 (0.22990531971057257) | > loss_0: 2.5237863063812256 (2.383944511413574) | > loss_gen: 2.27938175201416 (2.4476825594902034) | > loss_kl: 2.159119129180908 (2.863355040550232) | > loss_feat: 5.051197052001953 (7.366844495137532) | > loss_mel: 17.57918357849121 (18.285199006398518) | > loss_duration: 2.2723851203918457 (2.3746760288874307) | > loss_1: 29.341266632080078 (33.337756633758545)  --> STEP: 13 | > loss_disc: 2.3381905555725098 (2.380424976348877) | > loss_disc_real_0: 0.11626702547073364 (0.1290526372882036) | > loss_disc_real_1: 0.28879085183143616 (0.23667538395294777) | > loss_disc_real_2: 0.20616580545902252 (0.22072548935046563) | > loss_disc_real_3: 0.24655307829380035 (0.23666395705479842) | > loss_disc_real_4: 0.26870107650756836 (0.25527823659089893) | > loss_disc_real_5: 0.327686071395874 (0.2374269159940573) | > loss_0: 2.3381905555725098 (2.380424976348877) | > loss_gen: 2.605897903442383 (2.459852970563448) | > loss_kl: 3.043077230453491 (2.877179824388944) | > loss_feat: 5.6541361808776855 (7.235097701732929) | > loss_mel: 17.885705947875977 (18.254468771127556) | > loss_duration: 2.267127275466919 (2.366403047855084) | > loss_1: 31.45594596862793 (33.19300196721004)  --> STEP: 14 | > loss_disc: 2.2957000732421875 (2.374373197555542) | > loss_disc_real_0: 0.10243789851665497 (0.1271515845188073) | > loss_disc_real_1: 0.1793767213821411 (0.23258262234074728) | > loss_disc_real_2: 0.19257454574108124 (0.21871470766408102) | > loss_disc_real_3: 0.2202514261007309 (0.23549163341522217) | > loss_disc_real_4: 0.232221782207489 (0.25363134699208395) | > loss_disc_real_5: 0.2461680918931961 (0.23805128570113862) | > loss_0: 2.2957000732421875 (2.374373197555542) | > loss_gen: 2.300220489501953 (2.4484506504876267) | > loss_kl: 3.1562445163726807 (2.897113016673497) | > loss_feat: 6.964256763458252 (7.215751920427595) | > loss_mel: 18.89116668701172 (18.29994719369071) | > loss_duration: 2.4086997509002686 (2.3694242409297397) | > loss_1: 33.72058868408203 (33.230686732700896)  --> STEP: 15 | > loss_disc: 2.3327765464782715 (2.3716000874837238) | > loss_disc_real_0: 0.16683894395828247 (0.12979740848143898) | > loss_disc_real_1: 0.1622862070798874 (0.22789619465668995) | > loss_disc_real_2: 0.21610350906848907 (0.21854062775770824) | > loss_disc_real_3: 0.2009495049715042 (0.23318882485230763) | > loss_disc_real_4: 0.24397113919258118 (0.2529873331387838) | > loss_disc_real_5: 0.20528022944927216 (0.23586654861768086) | > loss_0: 2.3327765464782715 (2.3716000874837238) | > loss_gen: 2.291574001312256 (2.437992207209269) | > loss_kl: 3.1533968448638916 (2.9141986052195232) | > loss_feat: 7.705892562866211 (7.248427963256836) | > loss_mel: 18.391559600830078 (18.3060546875) | > loss_duration: 2.3600053787231445 (2.3687963167826336) | > loss_1: 33.902427673339844 (33.27546946207683)  --> STEP: 16 | > loss_disc: 2.6196188926696777 (2.387101262807846) | > loss_disc_real_0: 0.12690836191177368 (0.12961684307083488) | > loss_disc_real_1: 0.24202123284339905 (0.22877900954335928) | > loss_disc_real_2: 0.2792491316795349 (0.2223349092528224) | > loss_disc_real_3: 0.26818349957466125 (0.23537599202245474) | > loss_disc_real_4: 0.26128843426704407 (0.25350615195930004) | > loss_disc_real_5: 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(2.8213805661481968) | > loss_feat: 7.010592460632324 (7.184557522044463) | > loss_mel: 18.411935806274414 (18.20190373589011) | > loss_duration: 2.424393653869629 (2.3703255933873795) | > loss_1: 32.02711868286133 (33.00994592554429)  --> STEP: 18 | > loss_disc: 2.082119941711426 (2.3662176264656916) | > loss_disc_real_0: 0.09453827142715454 (0.12561530164546436) | > loss_disc_real_1: 0.16960319876670837 (0.22201249334547254) | > loss_disc_real_2: 0.15327490866184235 (0.22223236825731066) | > loss_disc_real_3: 0.14840315282344818 (0.2309566918346617) | > loss_disc_real_4: 0.228506937623024 (0.25087665932046044) | > loss_disc_real_5: 0.18112415075302124 (0.23912756310568917) | > loss_0: 2.082119941711426 (2.3662176264656916) | > loss_gen: 2.3136720657348633 (2.4252171251508923) | > loss_kl: 2.6663737297058105 (2.812769075234731) | > loss_feat: 9.643519401550293 (7.321166515350342) | > loss_mel: 16.525426864624023 (18.10876613193088) | > loss_duration: 2.298130989074707 (2.3663147820366754) | > loss_1: 33.447120666503906 (33.03423341115316)  --> STEP: 19 | > loss_disc: 2.3894872665405273 (2.367442344364367) | > loss_disc_real_0: 0.169623464345932 (0.12793152073496267) | > loss_disc_real_1: 0.16249039769172668 (0.2188797514689596) | > loss_disc_real_2: 0.20261535048484802 (0.22119989363770737) | > loss_disc_real_3: 0.2953311800956726 (0.23434482279576754) | > loss_disc_real_4: 0.29535940289497375 (0.253217856350698) | > loss_disc_real_5: 0.31604501605033875 (0.24317585010277598) | > loss_0: 2.3894872665405273 (2.367442344364367) | > loss_gen: 2.5788722038269043 (2.433304234554893) | > loss_kl: 2.303694725036621 (2.785975688382199) | > loss_feat: 6.856069564819336 (7.296687728480289) | > loss_mel: 18.850440979003906 (18.14780165019788) | > loss_duration: 2.325366973876953 (2.364159634238795) | > loss_1: 32.91444396972656 (33.027928703709655)  --> STEP: 20 | > loss_disc: 2.425410747528076 (2.3703407645225525) | > loss_disc_real_0: 0.1487557291984558 (0.12897273115813732) | > loss_disc_real_1: 0.23094040155410767 (0.21948278397321702) | > loss_disc_real_2: 0.2345527708530426 (0.22186753749847413) | > loss_disc_real_3: 0.21133022010326385 (0.23319409266114235) | > loss_disc_real_4: 0.2348642200231552 (0.25230017453432085) | > loss_disc_real_5: 0.2619830071926117 (0.24411620795726777) | > loss_0: 2.425410747528076 (2.3703407645225525) | > loss_gen: 2.405928134918213 (2.431935429573059) | > loss_kl: 2.220337390899658 (2.757693773508072) | > loss_feat: 7.3875603675842285 (7.3012313604354855) | > loss_mel: 17.723800659179688 (18.12660160064697) | > loss_duration: 2.3317582607269287 (2.362539565563202) | > loss_1: 32.06938552856445 (32.980001544952394)  --> STEP: 21 | > loss_disc: 2.260478973388672 (2.3651092506590343) | > loss_disc_real_0: 0.08597337454557419 (0.12692514274801528) | > loss_disc_real_1: 0.20424386858940125 (0.21875712133589245) | > loss_disc_real_2: 0.1772967129945755 (0.21974511728400276) | > loss_disc_real_3: 0.2364387959241867 (0.23334860234033494) | > loss_disc_real_4: 0.22628483176231384 (0.25106134868803476) | > loss_disc_real_5: 0.24735738337039948 (0.24427054964360737) | > loss_0: 2.260478973388672 (2.3651092506590343) | > loss_gen: 2.3124332427978516 (2.42624484925043) | > loss_kl: 2.364933729171753 (2.7389909142539617) | > loss_feat: 5.456757068634033 (7.213399251302083) | > loss_mel: 15.325379371643066 (17.9932100659325) | > loss_duration: 2.1910924911499023 (2.3543754191625688) | > loss_1: 27.650596618652344 (32.726220357985724)  --> STEP: 22 | > loss_disc: 2.239161491394043 (2.3593843525106255) | > loss_disc_real_0: 0.08940378576517105 (0.12521962652152238) | > loss_disc_real_1: 0.17197898030281067 (0.2166308421980251) | > loss_disc_real_2: 0.21506087481975555 (0.21953219717199152) | > loss_disc_real_3: 0.2200554460287094 (0.23274436796253378) | > loss_disc_real_4: 0.28392866253852844 (0.25255531749942084) | > loss_disc_real_5: 0.25277140736579895 (0.24465695226734335) | > loss_0: 2.239161491394043 (2.3593843525106255) | > loss_gen: 2.4862353801727295 (2.42897169156508) | > loss_kl: 2.523427724838257 (2.729192587462339) | > loss_feat: 7.207896709442139 (7.213149135762995) | > loss_mel: 19.650814056396484 (18.06855570186268) | > loss_duration: 2.202115774154663 (2.3474545262076636) | > loss_1: 34.07048797607422 (32.7873234315352)  --> STEP: 23 | > loss_disc: 2.253504514694214 (2.3547808813012163) | > loss_disc_real_0: 0.10603106766939163 (0.12438534135403845) | > loss_disc_real_1: 0.17349572479724884 (0.21475540231103482) | > loss_disc_real_2: 0.24302396178245544 (0.2205535782420117) | > loss_disc_real_3: 0.3498324155807495 (0.23783515264158664) | > loss_disc_real_4: 0.23910565674304962 (0.2519705496404482) | > loss_disc_real_5: 0.21321138739585876 (0.2432897537946701) | > loss_0: 2.253504514694214 (2.3547808813012163) | > loss_gen: 2.6122612953186035 (2.436940804771755) | > loss_kl: 2.8697755336761475 (2.735304889471635) | > loss_feat: 7.508358001708984 (7.2259843038476035) | > loss_mel: 16.916873931884766 (18.01848258142886) | > loss_duration: 2.299856424331665 (2.345385043517403) | > loss_1: 32.20712661743164 (32.762097483095914)  --> STEP: 24 | > loss_disc: 2.3208765983581543 (2.3533682028452554) | > loss_disc_real_0: 0.11473651230335236 (0.12398330681025986) | > loss_disc_real_1: 0.22163517773151398 (0.21504205962022147) | > loss_disc_real_2: 0.15428423881530762 (0.21779235576589903) | > loss_disc_real_3: 0.23618489503860474 (0.23776639190812907) | > loss_disc_real_4: 0.24917346239089966 (0.2518540043383837) | > loss_disc_real_5: 0.26830095052719116 (0.24433188699185848) | > loss_0: 2.3208765983581543 (2.3533682028452554) | > loss_gen: 2.388824939727783 (2.4349359770615897) | > loss_kl: 2.246427297592163 (2.7149349898099904) | > loss_feat: 6.103759765625 (7.179224948088328) | > loss_mel: 17.982973098754883 (18.017003019650776) | > loss_duration: 2.4432170391082764 (2.3494613766670227) | > loss_1: 31.16520118713379 (32.695560137430824)  --> STEP: 25 | > loss_disc: 2.4495203495025635 (2.357214288711548) | > loss_disc_real_0: 0.13968512415885925 (0.12461137950420383) | > loss_disc_real_1: 0.24374260008335114 (0.21619008123874664) | > loss_disc_real_2: 0.2249748706817627 (0.21807965636253357) | > loss_disc_real_3: 0.26117080450057983 (0.23870256841182708) | > loss_disc_real_4: 0.23599320650100708 (0.2512195724248886) | > loss_disc_real_5: 0.20401261746883392 (0.2427191162109375) | > loss_0: 2.4495203495025635 (2.357214288711548) | > loss_gen: 2.5918893814086914 (2.4412141132354734) | > loss_kl: 2.7628419399261475 (2.716851267814637) | > loss_feat: 8.428876876831055 (7.229211025238037) | > loss_mel: 15.717448234558105 (17.92502082824707) | > loss_duration: 2.3855366706848145 (2.3509043884277343) | > loss_1: 31.886592864990234 (32.6632014465332)  --> STEP: 26 | > loss_disc: 2.1735315322875977 (2.3501495673106265) | > loss_disc_real_0: 0.05600788816809654 (0.12197278368358432) | > loss_disc_real_1: 0.13965167105197906 (0.21324629623156327) | > loss_disc_real_2: 0.17539283633232117 (0.2164378555921408) | > loss_disc_real_3: 0.18896371126174927 (0.2367895354445164) | > loss_disc_real_4: 0.2661513388156891 (0.25179387113222707) | > loss_disc_real_5: 0.14382609724998474 (0.23891553855859315) | > loss_0: 2.1735315322875977 (2.3501495673106265) | > loss_gen: 2.2080307006835938 (2.4322455204450164) | > loss_kl: 2.432137966156006 (2.705900756212382) | > loss_feat: 7.782695770263672 (7.250498900046716) | > loss_mel: 17.808591842651367 (17.920542790339542) | > loss_duration: 2.302095890045166 (2.3490271384899435) | > loss_1: 32.53355407714844 (32.65821500924917) --> EVAL PERFORMANCE | > avg_loader_time: 0.002491309092595027 (-9.224048027625491e-05) | > avg_loss_disc: 2.3501495673106265 (-0.06626186921046351) | > avg_loss_disc_real_0: 0.12197278368358432 (-0.022217926354362386) | > avg_loss_disc_real_1: 0.21324629623156327 (-0.03774390770838809) | > avg_loss_disc_real_2: 0.2164378555921408 (-0.01248525770810932) | > avg_loss_disc_real_3: 0.2367895354445164 (-0.016808207218463628) | > avg_loss_disc_real_4: 0.25179387113222707 (-0.006922096300583658) | > avg_loss_disc_real_5: 0.23891553855859315 (-0.002380245580123036) | > avg_loss_0: 2.3501495673106265 (-0.06626186921046351) | > avg_loss_gen: 2.4322455204450164 (-0.10861992377501295) | > avg_loss_kl: 2.705900756212382 (+0.029898671003488975) | > avg_loss_feat: 7.250498900046716 (+0.11314692864051246) | > avg_loss_mel: 17.920542790339542 (+0.20879844518807644) | > avg_loss_duration: 2.3490271384899435 (+0.005744402225201561) | > avg_loss_1: 32.65821500924917 (+0.2489680510300687)  > EPOCH: 484/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:25:46)   --> TIME: 2024-06-11 12:25:49 -- STEP: 4/330 -- GLOBAL_STEP: 247725 | > loss_disc: 2.3604838848114014 (2.3580522537231445) | > loss_disc_real_0: 0.0924379900097847 (0.10513072833418846) | > loss_disc_real_1: 0.21763241291046143 (0.17418542131781578) | > loss_disc_real_2: 0.23457665741443634 (0.2137499898672104) | > loss_disc_real_3: 0.23332491517066956 (0.2258642353117466) | > loss_disc_real_4: 0.2345980852842331 (0.24183373153209686) | > loss_disc_real_5: 0.21507635712623596 (0.21981602162122726) | > loss_0: 2.3604838848114014 (2.3580522537231445) | > grad_norm_0: tensor(5.3977, device='cuda:0') (tensor(7.8838, device='cuda:0')) | > loss_gen: 2.496650218963623 (2.4331172704696655) | > loss_kl: 1.750759243965149 (1.9292486310005188) | > loss_feat: 6.9551472663879395 (6.740893125534058) | > loss_mel: 17.718732833862305 (18.282716751098633) | > loss_duration: 2.159832239151001 (2.1875056624412537) | > loss_1: 31.08112335205078 (31.573481559753418) | > grad_norm_1: tensor(58.9366, device='cuda:0') (tensor(75.0383, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3485 (0.3728373646736145) | > loader_time: 0.0027 (0.0032941102981567383)  --> TIME: 2024-06-11 12:25:58 -- STEP: 29/330 -- GLOBAL_STEP: 247750 | > loss_disc: 2.3322858810424805 (2.307131841264923) | > loss_disc_real_0: 0.11386939883232117 (0.10537900724287691) | > loss_disc_real_1: 0.2202552855014801 (0.1950153641659638) | > loss_disc_real_2: 0.20090171694755554 (0.2100885546412961) | > loss_disc_real_3: 0.24161721765995026 (0.22413919095335336) | > loss_disc_real_4: 0.22628889977931976 (0.2297865075284037) | > loss_disc_real_5: 0.21507613360881805 (0.22148151181895157) | > loss_0: 2.3322858810424805 (2.307131841264923) | > grad_norm_0: tensor(10.2325, device='cuda:0') (tensor(9.8666, device='cuda:0')) | > loss_gen: 2.505096435546875 (2.5221047730281434) | > loss_kl: 1.9848705530166626 (1.9189287465194176) | > loss_feat: 6.857824325561523 (7.0907489349102155) | > loss_mel: 17.917491912841797 (17.98675175370841) | > loss_duration: 1.9982037544250488 (2.052985964150264) | > loss_1: 31.263486862182617 (31.57152018053778) | > grad_norm_1: tensor(52.3052, device='cuda:0') (tensor(96.4445, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3456 (0.3629098185177507) | > loader_time: 0.0033 (0.003296490373282597)  --> TIME: 2024-06-11 12:26:07 -- STEP: 54/330 -- GLOBAL_STEP: 247775 | > loss_disc: 2.2753634452819824 (2.322893072057653) | > loss_disc_real_0: 0.11323583126068115 (0.10863801133301523) | > loss_disc_real_1: 0.21666023135185242 (0.1950994238809303) | > loss_disc_real_2: 0.20092743635177612 (0.21035174307999788) | > loss_disc_real_3: 0.20144523680210114 (0.22721839668574156) | > loss_disc_real_4: 0.21794119477272034 (0.2280958159654229) | > loss_disc_real_5: 0.22970354557037354 (0.22141830347202443) | > loss_0: 2.2753634452819824 (2.322893072057653) | > grad_norm_0: tensor(13.9548, device='cuda:0') (tensor(9.7221, device='cuda:0')) | > loss_gen: 2.478020191192627 (2.5096158539807356) | > loss_kl: 1.9686634540557861 (1.9194620825626232) | > loss_feat: 7.482191562652588 (7.091991795433892) | > loss_mel: 18.323589324951172 (18.01869272302698) | > loss_duration: 1.9851291179656982 (2.0257816469227827) | > loss_1: 32.23759460449219 (31.565544093096698) | > grad_norm_1: tensor(123.5585, device='cuda:0') (tensor(105.0079, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.383 (0.36496104134453666) | > loader_time: 0.0033 (0.0033884092613502784)  --> TIME: 2024-06-11 12:26:17 -- STEP: 79/330 -- GLOBAL_STEP: 247800 | > loss_disc: 2.414642095565796 (2.328160367434537) | > loss_disc_real_0: 0.10242616385221481 (0.1114687570665456) | > loss_disc_real_1: 0.2287478744983673 (0.19729539525659776) | > loss_disc_real_2: 0.22842179238796234 (0.21023147374014312) | > loss_disc_real_3: 0.2344876378774643 (0.22601560795608955) | > loss_disc_real_4: 0.21438392996788025 (0.22817559898654116) | > loss_disc_real_5: 0.21751753985881805 (0.22178474917441984) | > loss_0: 2.414642095565796 (2.328160367434537) | > grad_norm_0: tensor(7.8084, device='cuda:0') (tensor(10.2951, device='cuda:0')) | > loss_gen: 2.276768922805786 (2.5095876289319388) | > loss_kl: 1.9295260906219482 (1.935313404360904) | > loss_feat: 6.497580051422119 (7.089454892315442) | > loss_mel: 17.8282527923584 (17.933588583258135) | > loss_duration: 1.979832410812378 (2.018220472939407) | > loss_1: 30.511960983276367 (31.486165010476416) | > grad_norm_1: tensor(96.1303, device='cuda:0') (tensor(110.7869, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3604 (0.3649933307985716) | > loader_time: 0.0036 (0.0035156328466874136)  --> TIME: 2024-06-11 12:26:26 -- STEP: 104/330 -- GLOBAL_STEP: 247825 | > loss_disc: 2.197033643722534 (2.3293695816626907) | > loss_disc_real_0: 0.10602821409702301 (0.11252421577675985) | > loss_disc_real_1: 0.18296612799167633 (0.19754905282304838) | > loss_disc_real_2: 0.193075492978096 (0.21064154545848185) | > loss_disc_real_3: 0.2075924128293991 (0.22578871450745142) | > loss_disc_real_4: 0.19400973618030548 (0.22769263988504043) | > loss_disc_real_5: 0.1665893793106079 (0.22083372092590883) | > loss_0: 2.197033643722534 (2.3293695816626907) | > grad_norm_0: tensor(5.8960, device='cuda:0') (tensor(11.1585, device='cuda:0')) | > loss_gen: 2.4948227405548096 (2.5043741968961863) | > loss_kl: 2.0541574954986572 (1.9496837728298628) | > loss_feat: 8.449590682983398 (7.07330491909614) | > loss_mel: 18.284215927124023 (17.90085887908936) | > loss_duration: 2.0497193336486816 (2.0189888442938155) | > loss_1: 33.3325080871582 (31.44721062366779) | > grad_norm_1: tensor(85.0676, device='cuda:0') (tensor(126.3092, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3696 (0.3658286974980281) | > loader_time: 0.0038 (0.003626128801932702)  --> TIME: 2024-06-11 12:26:35 -- STEP: 129/330 -- GLOBAL_STEP: 247850 | > loss_disc: 2.323457717895508 (2.337030970773031) | > loss_disc_real_0: 0.0855303406715393 (0.11244773610617763) | > loss_disc_real_1: 0.1878267377614975 (0.1975713192030441) | > loss_disc_real_2: 0.20314225554466248 (0.21126051004542862) | > loss_disc_real_3: 0.2289203256368637 (0.2273062289685242) | > loss_disc_real_4: 0.22276270389556885 (0.22890932037848835) | > loss_disc_real_5: 0.23264585435390472 (0.22145943424498388) | > loss_0: 2.323457717895508 (2.337030970773031) | > grad_norm_0: tensor(5.0534, device='cuda:0') (tensor(12.8884, device='cuda:0')) | > loss_gen: 2.5416979789733887 (2.5045832201491955) | > loss_kl: 1.8395673036575317 (1.9520233490670373) | > loss_feat: 7.206516265869141 (7.066317421521327) | > loss_mel: 17.913558959960938 (17.90348438883937) | > loss_duration: 1.9992120265960693 (2.0206992080969415) | > loss_1: 31.500553131103516 (31.447107522062552) | > grad_norm_1: tensor(82.8926, device='cuda:0') (tensor(153.7698, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3655 (0.366621732711792) | > loader_time: 0.0041 (0.0036954935206923376)  --> TIME: 2024-06-11 12:26:45 -- STEP: 154/330 -- GLOBAL_STEP: 247875 | > loss_disc: 2.3390769958496094 (2.3404191097655853) | > loss_disc_real_0: 0.1121131181716919 (0.11422904546965253) | > loss_disc_real_1: 0.16539603471755981 (0.19751278765789873) | > loss_disc_real_2: 0.2072274088859558 (0.21191911428392707) | > loss_disc_real_3: 0.23727713525295258 (0.22778856938148473) | > loss_disc_real_4: 0.2303154021501541 (0.22946511460589125) | > loss_disc_real_5: 0.2585259675979614 (0.22149717507811337) | > loss_0: 2.3390769958496094 (2.3404191097655853) | > grad_norm_0: tensor(61.5689, device='cuda:0') (tensor(16.2719, device='cuda:0')) | > loss_gen: 2.613361358642578 (2.511922474031325) | > loss_kl: 2.04807710647583 (1.955408207781903) | > loss_feat: 7.289455413818359 (7.0906112596586155) | > loss_mel: 17.818618774414062 (17.892789803542104) | > loss_duration: 2.027662515640259 (2.0235805039281973) | > loss_1: 31.79717445373535 (31.474312187789323) | > grad_norm_1: tensor(437.4072, device='cuda:0') (tensor(186.9787, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3864 (0.36813074272948415) | > loader_time: 0.0041 (0.0037744200074827515)  --> TIME: 2024-06-11 12:26:55 -- STEP: 179/330 -- GLOBAL_STEP: 247900 | > loss_disc: 2.3496527671813965 (2.342298897951009) | > loss_disc_real_0: 0.07172520458698273 (0.11374565218081022) | > loss_disc_real_1: 0.15758298337459564 (0.19802636940386045) | > loss_disc_real_2: 0.17574413120746613 (0.2117952849278903) | > loss_disc_real_3: 0.20617105066776276 (0.2277824454134403) | > loss_disc_real_4: 0.20442277193069458 (0.22896113500581775) | > loss_disc_real_5: 0.21309012174606323 (0.22172107634930638) | > loss_0: 2.3496527671813965 (2.342298897951009) | > grad_norm_0: tensor(22.7318, device='cuda:0') (tensor(17.6817, device='cuda:0')) | > loss_gen: 2.38822865486145 (2.513010059655045) | > loss_kl: 1.9997011423110962 (1.9565497310467939) | > loss_feat: 7.193972587585449 (7.085551229935119) | > loss_mel: 18.19186782836914 (17.86733712563968) | > loss_duration: 2.0707173347473145 (2.0295285053093353) | > loss_1: 31.8444881439209 (31.451976605633785) | > grad_norm_1: tensor(486.9123, device='cuda:0') (tensor(203.0827, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3785 (0.36991933204608257) | > loader_time: 0.0049 (0.003895268093940266)  --> TIME: 2024-06-11 12:27:05 -- STEP: 204/330 -- GLOBAL_STEP: 247925 | > loss_disc: 2.2814536094665527 (2.3480949413542653) | > loss_disc_real_0: 0.08559582382440567 (0.11547308586830017) | > loss_disc_real_1: 0.19191916286945343 (0.19845307034020335) | > loss_disc_real_2: 0.23670442402362823 (0.21268831763197393) | > loss_disc_real_3: 0.2221250683069229 (0.2281907766911329) | > loss_disc_real_4: 0.18497855961322784 (0.2294407173552934) | > loss_disc_real_5: 0.23086416721343994 (0.22198011046823332) | > loss_0: 2.2814536094665527 (2.3480949413542653) | > grad_norm_0: tensor(16.1271, device='cuda:0') (tensor(20.7546, device='cuda:0')) | > loss_gen: 2.5036232471466064 (2.5177854381355584) | > loss_kl: 2.051231861114502 (1.9544952599441303) | > loss_feat: 8.300113677978516 (7.107853036300809) | > loss_mel: 17.663040161132812 (17.849125067392997) | > loss_duration: 2.0277862548828125 (2.0370361600436424) | > loss_1: 32.54579544067383 (31.46629487766939) | > grad_norm_1: tensor(386.2233, device='cuda:0') (tensor(225.3342, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.3982 (0.3720564959095974) | > loader_time: 0.0047 (0.004014809926350913)  --> TIME: 2024-06-11 12:27:15 -- STEP: 229/330 -- GLOBAL_STEP: 247950 | > loss_disc: 2.4118428230285645 (2.3463204490045273) | > loss_disc_real_0: 0.10372816026210785 (0.1154975453676355) | > loss_disc_real_1: 0.17851074039936066 (0.19821761912914346) | > loss_disc_real_2: 0.20868080854415894 (0.21274227411465874) | > loss_disc_real_3: 0.24764619767665863 (0.22828375785631905) | > loss_disc_real_4: 0.23940299451351166 (0.22836844889878186) | > loss_disc_real_5: 0.21848033368587494 (0.22149649047695394) | > loss_0: 2.4118428230285645 (2.3463204490045273) | > grad_norm_0: tensor(14.2928, device='cuda:0') (tensor(23.1084, device='cuda:0')) | > loss_gen: 2.3151426315307617 (2.5231416506538222) | > loss_kl: 2.0059659481048584 (1.9566208186628518) | > loss_feat: 7.009592533111572 (7.1330808926878015) | > loss_mel: 17.975704193115234 (17.831528626154615) | > loss_duration: 2.1279966831207275 (2.045298906913492) | > loss_1: 31.43440055847168 (31.489670815946752) | > grad_norm_1: tensor(165.4875, device='cuda:0') (tensor(245.4747, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.4465 (0.37686901009238966) | > loader_time: 0.0051 (0.004131812716155075)  --> TIME: 2024-06-11 12:27:26 -- STEP: 254/330 -- GLOBAL_STEP: 247975 | > loss_disc: 2.3401687145233154 (2.3508636791875044) | > loss_disc_real_0: 0.13224902749061584 (0.1165525432617411) | > loss_disc_real_1: 0.21461644768714905 (0.19889846256398783) | > loss_disc_real_2: 0.22319206595420837 (0.21280198016269938) | > loss_disc_real_3: 0.234686017036438 (0.22843122722830358) | > loss_disc_real_4: 0.2252061516046524 (0.22838828519104035) | > loss_disc_real_5: 0.22054727375507355 (0.22131609429759302) | > loss_0: 2.3401687145233154 (2.3508636791875044) | > grad_norm_0: tensor(60.0253, device='cuda:0') (tensor(24.9821, device='cuda:0')) | > loss_gen: 2.3976879119873047 (2.517309552102577) | > loss_kl: 2.0193657875061035 (1.952460394600245) | > loss_feat: 7.334202766418457 (7.1193170491166) | > loss_mel: 17.84622573852539 (17.783547176150837) | > loss_duration: 2.090559244155884 (2.052224094942799) | > loss_1: 31.68804168701172 (31.424858190881924) | > grad_norm_1: tensor(378.8512, device='cuda:0') (tensor(261.8569, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.461 (0.382647613840779) | > loader_time: 0.0059 (0.004292458061158188)  --> TIME: 2024-06-11 12:27:38 -- STEP: 279/330 -- GLOBAL_STEP: 248000 | > loss_disc: 2.4702205657958984 (2.3515016904441257) | > loss_disc_real_0: 0.11367185413837433 (0.11763377534392487) | > loss_disc_real_1: 0.21338848769664764 (0.1986593857781434) | > loss_disc_real_2: 0.2514725923538208 (0.21263357890122253) | > loss_disc_real_3: 0.23147936165332794 (0.22836064998607916) | > loss_disc_real_4: 0.20952138304710388 (0.2279535864736872) | > loss_disc_real_5: 0.19624823331832886 (0.22105153150669563) | > loss_0: 2.4702205657958984 (2.3515016904441257) | > grad_norm_0: tensor(29.1407, device='cuda:0') (tensor(27.1829, device='cuda:0')) | > loss_gen: 2.5775349140167236 (2.5171424607649495) | > loss_kl: 1.996476173400879 (1.95371651264929) | > loss_feat: 7.02263879776001 (7.133056661134124) | > loss_mel: 16.82111930847168 (17.742637483877104) | > loss_duration: 2.1369495391845703 (2.0612835221820403) | > loss_1: 30.554719924926758 (31.407836538061872) | > grad_norm_1: tensor(422.0743, device='cuda:0') (tensor(278.3925, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.4616 (0.3884099580908334) | > loader_time: 0.0061 (0.004486236948266251) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_248000.pth  --> TIME: 2024-06-11 12:27:55 -- STEP: 304/330 -- GLOBAL_STEP: 248025 | > loss_disc: 2.46669340133667 (2.3580678968053115) | > loss_disc_real_0: 0.07018521428108215 (0.1194103681850002) | > loss_disc_real_1: 0.21511654555797577 (0.19981935875196205) | > loss_disc_real_2: 0.19630806148052216 (0.2128804281451984) | > loss_disc_real_3: 0.18755653500556946 (0.22848766355922356) | > loss_disc_real_4: 0.20522171258926392 (0.22836272158709017) | > loss_disc_real_5: 0.19585265219211578 (0.22151793676771617) | > loss_0: 2.46669340133667 (2.3580678968053115) | > grad_norm_0: tensor(63.2383, device='cuda:0') (tensor(29.3418, device='cuda:0')) | > loss_gen: 2.264066696166992 (2.5141536232672226) | > loss_kl: 2.066833972930908 (1.9506618541322256) | > loss_feat: 7.424081802368164 (7.137390426899257) | > loss_mel: 15.672800064086914 (17.696861593346853) | > loss_duration: 2.2090325355529785 (2.0718008464104245) | > loss_1: 29.63681411743164 (31.370868237395037) | > grad_norm_1: tensor(511.0219, device='cuda:0') (tensor(289.1621, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.4657 (0.39523507733094054) | > loader_time: 0.0072 (0.004667048391542937)  --> TIME: 2024-06-11 12:28:25 -- STEP: 329/330 -- GLOBAL_STEP: 248050 | > loss_disc: 2.5415501594543457 (2.363126698235972) | > loss_disc_real_0: 0.14120960235595703 (0.12150295381080416) | > loss_disc_real_1: 0.16418050229549408 (0.19996121946982692) | > loss_disc_real_2: 0.25924959778785706 (0.21317139852191896) | > loss_disc_real_3: 0.20548386871814728 (0.2285946411927059) | > loss_disc_real_4: 0.18536344170570374 (0.22845683529927743) | > loss_disc_real_5: 0.23184995353221893 (0.22176213535313186) | > loss_0: 2.5415501594543457 (2.363126698235972) | > grad_norm_0: tensor(6.3910, device='cuda:0') (tensor(29.9407, device='cuda:0')) | > loss_gen: 2.2627501487731934 (2.509073608189729) | > loss_kl: 2.2123374938964844 (1.9578118599656866) | > loss_feat: 10.309004783630371 (7.2159774962891925) | > loss_mel: 19.029644012451172 (17.672423232290164) | > loss_duration: 2.2771413326263428 (2.0859433093694206) | > loss_1: 36.090877532958984 (31.44122942892614) | > grad_norm_1: tensor(88.0952, device='cuda:0') (tensor(293.5757, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 15.6462 (0.4545969615228995) | > loader_time: 0.0337 (0.005109371747651722)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3972344398498535 (2.3972344398498535) | > loss_disc_real_0: 0.06616824865341187 (0.06616824865341187) | > loss_disc_real_1: 0.24435541033744812 (0.24435541033744812) | > loss_disc_real_2: 0.23822900652885437 (0.23822900652885437) | > loss_disc_real_3: 0.26037925481796265 (0.26037925481796265) | > loss_disc_real_4: 0.2255197912454605 (0.2255197912454605) | > loss_disc_real_5: 0.2706802189350128 (0.2706802189350128) | > loss_0: 2.3972344398498535 (2.3972344398498535) | > loss_gen: 2.397618055343628 (2.397618055343628) | > loss_kl: 2.164766550064087 (2.164766550064087) | > loss_feat: 4.8818135261535645 (4.8818135261535645) | > loss_mel: 15.782642364501953 (15.782642364501953) | > loss_duration: 2.927556276321411 (2.927556276321411) | > loss_1: 28.15439796447754 (28.15439796447754)  --> STEP: 1 | > loss_disc: 1.985167145729065 (1.985167145729065) | > loss_disc_real_0: 0.040677510201931 (0.040677510201931) | > loss_disc_real_1: 0.09839107096195221 (0.09839107096195221) | > loss_disc_real_2: 0.1620686948299408 (0.1620686948299408) | > loss_disc_real_3: 0.2152124047279358 (0.2152124047279358) | > loss_disc_real_4: 0.1957169622182846 (0.1957169622182846) | > loss_disc_real_5: 0.168446347117424 (0.168446347117424) | > loss_0: 1.985167145729065 (1.985167145729065) | > loss_gen: 2.2989020347595215 (2.2989020347595215) | > loss_kl: 2.30513072013855 (2.30513072013855) | > loss_feat: 7.574669361114502 (7.574669361114502) | > loss_mel: 18.519615173339844 (18.519615173339844) | > loss_duration: 2.415069580078125 (2.415069580078125) | > loss_1: 33.11338806152344 (33.11338806152344)  --> STEP: 2 | > loss_disc: 2.1872329711914062 (2.0862000584602356) | > loss_disc_real_0: 0.05806966871023178 (0.04937358945608139) | > loss_disc_real_1: 0.2559870481491089 (0.17718905955553055) | > loss_disc_real_2: 0.22679123282432556 (0.19442996382713318) | > loss_disc_real_3: 0.20217649638652802 (0.2086944505572319) | > loss_disc_real_4: 0.19951947033405304 (0.19761821627616882) | > loss_disc_real_5: 0.21579885482788086 (0.19212260097265244) | > loss_0: 2.1872329711914062 (2.0862000584602356) | > loss_gen: 2.5434141159057617 (2.4211580753326416) | > loss_kl: 2.8208467960357666 (2.562988758087158) | > loss_feat: 7.051249027252197 (7.31295919418335) | > loss_mel: 18.52871322631836 (18.5241641998291) | > loss_duration: 2.4224917888641357 (2.4187806844711304) | > loss_1: 33.36671829223633 (33.24005317687988)  --> STEP: 3 | > loss_disc: 2.3351058959960938 (2.1691686709721885) | > loss_disc_real_0: 0.08552294969558716 (0.06142337620258331) | > loss_disc_real_1: 0.0874231606721878 (0.14726709326108298) | > loss_disc_real_2: 0.20890174806118011 (0.19925389190514883) | > loss_disc_real_3: 0.23354263603687286 (0.21697717905044556) | > loss_disc_real_4: 0.24181312322616577 (0.21234985192616782) | > loss_disc_real_5: 0.2434210628271103 (0.2092220882574717) | > loss_0: 2.3351058959960938 (2.1691686709721885) | > loss_gen: 2.1341209411621094 (2.325479030609131) | > loss_kl: 2.3739657402038574 (2.499981085459391) | > loss_feat: 5.777888298034668 (6.801268895467122) | > loss_mel: 18.145204544067383 (18.397844314575195) | > loss_duration: 2.3812856674194336 (2.406282345453898) | > loss_1: 30.81246566772461 (32.43085734049479)  --> STEP: 4 | > loss_disc: 2.2789254188537598 (2.196607857942581) | > loss_disc_real_0: 0.11973590403795242 (0.07600150816142559) | > loss_disc_real_1: 0.22468067705631256 (0.16662048920989037) | > loss_disc_real_2: 0.1922178864479065 (0.19749489054083824) | > loss_disc_real_3: 0.2100364714860916 (0.21524200215935707) | > loss_disc_real_4: 0.13394813239574432 (0.19274942204356194) | > loss_disc_real_5: 0.1717451959848404 (0.1998528651893139) | > loss_0: 2.2789254188537598 (2.196607857942581) | > loss_gen: 2.434319257736206 (2.3526890873908997) | > loss_kl: 3.527343511581421 (2.7568216919898987) | > loss_feat: 8.842965126037598 (7.311692953109741) | > loss_mel: 18.007495880126953 (18.300257205963135) | > loss_duration: 2.3073368072509766 (2.3815459609031677) | > loss_1: 35.11946105957031 (33.10300827026367)  --> STEP: 5 | > loss_disc: 2.16843318939209 (2.190972924232483) | > loss_disc_real_0: 0.06636729836463928 (0.07407466620206833) | > loss_disc_real_1: 0.1292964667081833 (0.15915568470954894) | > loss_disc_real_2: 0.17062699794769287 (0.19212131202220917) | > loss_disc_real_3: 0.1877082884311676 (0.20973525941371918) | > loss_disc_real_4: 0.21630363166332245 (0.19746026396751404) | > loss_disc_real_5: 0.23257681727409363 (0.20639765560626983) | > loss_0: 2.16843318939209 (2.190972924232483) | > loss_gen: 2.3644187450408936 (2.3550350189208986) | > loss_kl: 2.307447910308838 (2.6669469356536863) | > loss_feat: 6.848904132843018 (7.219135189056397) | > loss_mel: 18.850685119628906 (18.41034278869629) | > loss_duration: 2.3330435752868652 (2.3718454837799072) | > loss_1: 32.704498291015625 (33.02330627441406)  --> STEP: 6 | > loss_disc: 2.435286283493042 (2.231691817442576) | > loss_disc_real_0: 0.10966286063194275 (0.08000603194038074) | > loss_disc_real_1: 0.19807986915111542 (0.16564304878314337) | > loss_disc_real_2: 0.15619710087776184 (0.1861339434981346) | > loss_disc_real_3: 0.2720494568347931 (0.22012095898389816) | > loss_disc_real_4: 0.2387339323759079 (0.20433920870224634) | > loss_disc_real_5: 0.24495796859264374 (0.21282437443733215) | > loss_0: 2.435286283493042 (2.231691817442576) | > loss_gen: 2.2995331287384033 (2.3457847038904824) | > loss_kl: 2.827873706817627 (2.69376806418101) | > loss_feat: 5.489150047302246 (6.930804332097371) | > loss_mel: 18.6497859954834 (18.450249989827473) | > loss_duration: 2.142958402633667 (2.3336976369222007) | > loss_1: 31.4093017578125 (32.75430552164713)  --> STEP: 7 | > loss_disc: 2.195007085800171 (2.226451141493661) | > loss_disc_real_0: 0.11186464130878448 (0.08455726185015269) | > loss_disc_real_1: 0.16722449660301208 (0.16586896990026748) | > loss_disc_real_2: 0.1714821308851242 (0.18404082741056169) | > loss_disc_real_3: 0.22360308468341827 (0.22061840551240103) | > loss_disc_real_4: 0.17458704113960266 (0.2000888990504401) | > loss_disc_real_5: 0.21752548217773438 (0.21349596125738962) | > loss_0: 2.195007085800171 (2.226451141493661) | > loss_gen: 2.311084032058716 (2.340827465057373) | > loss_kl: 4.362624168395996 (2.932176079068865) | > loss_feat: 5.734753608703613 (6.75993994304112) | > loss_mel: 19.056110382080078 (18.536801474434988) | > loss_duration: 2.543966770172119 (2.363736084529332) | > loss_1: 34.008541107177734 (32.93348203386579)  --> STEP: 8 | > loss_disc: 2.0758814811706543 (2.207629933953285) | > loss_disc_real_0: 0.04008429870009422 (0.07899814145639539) | > loss_disc_real_1: 0.13506455719470978 (0.16201841831207275) | > loss_disc_real_2: 0.1995660811662674 (0.1859814841300249) | > loss_disc_real_3: 0.21552054584026337 (0.21998117305338383) | > loss_disc_real_4: 0.22472327947616577 (0.20316819660365582) | > loss_disc_real_5: 0.2599412500858307 (0.21930162236094475) | > loss_0: 2.0758814811706543 (2.207629933953285) | > loss_gen: 2.665797472000122 (2.3814487159252167) | > loss_kl: 3.1181182861328125 (2.9554188549518585) | > loss_feat: 10.007387161254883 (7.165870845317841) | > loss_mel: 20.657352447509766 (18.801870346069336) | > loss_duration: 2.2751779556274414 (2.3526663184165955) | > loss_1: 38.72383499145508 (33.65727615356445)  --> STEP: 9 | > loss_disc: 2.4398322105407715 (2.23343018690745) | > loss_disc_real_0: 0.09186159074306488 (0.08042741359935866) | > loss_disc_real_1: 0.160356342792511 (0.16183374325434366) | > loss_disc_real_2: 0.2605181932449341 (0.19426334069834816) | > loss_disc_real_3: 0.244296595454216 (0.2226828866534763) | > loss_disc_real_4: 0.2472624033689499 (0.20806755291091072) | > loss_disc_real_5: 0.25840532779693604 (0.22364647852049935) | > loss_0: 2.4398322105407715 (2.23343018690745) | > loss_gen: 2.322448968887329 (2.3748931884765625) | > loss_kl: 2.3477659225463867 (2.887901862462362) | > loss_feat: 7.462803840637207 (7.198863400353326) | > loss_mel: 19.814542770385742 (18.914389504326714) | > loss_duration: 2.1749777793884277 (2.3329231474134655) | > loss_1: 34.12253952026367 (33.7089720831977)  --> STEP: 10 | > loss_disc: 2.6768722534179688 (2.277774393558502) | > loss_disc_real_0: 0.14188626408576965 (0.08657329864799976) | > loss_disc_real_1: 0.27155691385269165 (0.17280606031417847) | > loss_disc_real_2: 0.23435978591442108 (0.19827298521995546) | > loss_disc_real_3: 0.26263582706451416 (0.22667818069458007) | > loss_disc_real_4: 0.2544834017753601 (0.21270913779735565) | > loss_disc_real_5: 0.3211197555065155 (0.23339380621910094) | > loss_0: 2.6768722534179688 (2.277774393558502) | > loss_gen: 2.259986162185669 (2.363402485847473) | > loss_kl: 2.3405673503875732 (2.8331684112548827) | > loss_feat: 5.218021392822266 (7.0007791996002195) | > loss_mel: 15.843536376953125 (18.607304191589357) | > loss_duration: 2.376417636871338 (2.337272596359253) | > loss_1: 28.038530349731445 (33.14192790985108)  --> STEP: 11 | > loss_disc: 2.256399154663086 (2.275831190022555) | > loss_disc_real_0: 0.0986659824848175 (0.08767263354225592) | > loss_disc_real_1: 0.1688970923423767 (0.1724506995894692) | > loss_disc_real_2: 0.27203497290611267 (0.20497862046415155) | > loss_disc_real_3: 0.20940230786800385 (0.22510764680125497) | > loss_disc_real_4: 0.19710497558116913 (0.21129057759588415) | > loss_disc_real_5: 0.19459006190299988 (0.2298661930994554) | > loss_0: 2.256399154663086 (2.275831190022555) | > loss_gen: 2.4356191158294678 (2.3699676340276543) | > loss_kl: 3.0603320598602295 (2.853819652037187) | > loss_feat: 8.016900062561035 (7.093153823505748) | > loss_mel: 17.78618049621582 (18.532656582919035) | > loss_duration: 2.459080457687378 (2.3483460382981733) | > loss_1: 33.758113861083984 (33.19794481450861)  --> STEP: 12 | > loss_disc: 2.58796763420105 (2.3018425603707633) | > loss_disc_real_0: 0.1171598732471466 (0.09012990351766348) | > loss_disc_real_1: 0.3302367031574249 (0.1855995332201322) | > loss_disc_real_2: 0.27324071526527405 (0.2106671283642451) | > loss_disc_real_3: 0.28732043504714966 (0.2302920458217462) | > loss_disc_real_4: 0.23869681358337402 (0.21357443059484163) | > loss_disc_real_5: 0.23330077528953552 (0.23015240828196207) | > loss_0: 2.58796763420105 (2.3018425603707633) | > loss_gen: 2.3515207767486572 (2.3684303959210715) | > loss_kl: 2.9065186977386475 (2.8582112391789756) | > loss_feat: 5.647831439971924 (6.972710291544597) | > loss_mel: 17.852346420288086 (18.475964069366455) | > loss_duration: 2.2767648696899414 (2.342380940914154) | > loss_1: 31.03498077392578 (33.01769781112671)  --> STEP: 13 | > loss_disc: 2.5359084606170654 (2.3198476296204786) | > loss_disc_real_0: 0.1106412261724472 (0.09170769756803146) | > loss_disc_real_1: 0.27189958095550537 (0.1922379984305455) | > loss_disc_real_2: 0.1892421990633011 (0.2090190568795571) | > loss_disc_real_3: 0.2945173978805542 (0.23523245751857758) | > loss_disc_real_4: 0.23583750426769257 (0.21528697472352248) | > loss_disc_real_5: 0.18117234110832214 (0.2263847108070667) | > loss_0: 2.5359084606170654 (2.3198476296204786) | > loss_gen: 2.213310480117798 (2.356498094705435) | > loss_kl: 3.2182364463806152 (2.885905485886794) | > loss_feat: 6.074075698852539 (6.903584553645207) | > loss_mel: 15.184864044189453 (18.222802528968224) | > loss_duration: 2.2605700492858887 (2.3360877954042873) | > loss_1: 28.95105743408203 (32.70487932058481)  --> STEP: 14 | > loss_disc: 2.5541458129882812 (2.33658321414675) | > loss_disc_real_0: 0.17186206579208374 (0.0974330095840352) | > loss_disc_real_1: 0.2534651458263397 (0.19661136610167368) | > loss_disc_real_2: 0.18214459717273712 (0.20709945261478424) | > loss_disc_real_3: 0.2420995831489563 (0.23572296649217606) | > loss_disc_real_4: 0.23537662625312805 (0.21672194983278) | > loss_disc_real_5: 0.2302228808403015 (0.2266588658094406) | > loss_0: 2.5541458129882812 (2.33658321414675) | > loss_gen: 2.2212507724761963 (2.346837571689061) | > loss_kl: 3.6022751331329346 (2.937074746404375) | > loss_feat: 7.371070384979248 (6.936976398740496) | > loss_mel: 18.78865623474121 (18.263220650809153) | > loss_duration: 2.4387807846069336 (2.343423008918762) | > loss_1: 34.42203140258789 (32.827533040727886)  --> STEP: 15 | > loss_disc: 2.486974000930786 (2.3466092665990193) | > loss_disc_real_0: 0.1358843743801117 (0.09999643390377362) | > loss_disc_real_1: 0.2984783947467804 (0.2034025013446808) | > loss_disc_real_2: 0.24419179558753967 (0.2095722754796346) | > loss_disc_real_3: 0.21455086767673492 (0.2343114932378133) | > loss_disc_real_4: 0.1950310915708542 (0.2152758926153183) | > loss_disc_real_5: 0.2068370133638382 (0.22533740897973378) | > loss_0: 2.486974000930786 (2.3466092665990193) | > loss_gen: 2.402390480041504 (2.350541098912557) | > loss_kl: 3.2566328048706055 (2.958378616968791) | > loss_feat: 7.671201705932617 (6.985924752553304) | > loss_mel: 17.183549880981445 (18.191242599487303) | > loss_duration: 2.3697597980499268 (2.34517879486084) | > loss_1: 32.8835334777832 (32.83126640319824)  --> STEP: 16 | > loss_disc: 2.6036484241485596 (2.3626742139458656) | > loss_disc_real_0: 0.1512356996536255 (0.10319888801313937) | > loss_disc_real_1: 0.2154357135295868 (0.2041545771062374) | > loss_disc_real_2: 0.15640407800674438 (0.20624926313757896) | > loss_disc_real_3: 0.27020934224128723 (0.23655510880053043) | > loss_disc_real_4: 0.211988627910614 (0.21507043857127428) | > loss_disc_real_5: 0.2296084612607956 (0.22560434974730015) | > loss_0: 2.6036484241485596 (2.3626742139458656) | > loss_gen: 1.9521833658218384 (2.325643740594387) | > loss_kl: 2.387472629547119 (2.922696992754936) | > loss_feat: 4.886489391326904 (6.854710042476654) | > loss_mel: 11.733463287353516 (17.787631392478943) | > loss_duration: 2.4049253463745117 (2.3489129543304443) | > loss_1: 23.364532470703125 (32.2395955324173)  --> STEP: 17 | > loss_disc: 2.54935359954834 (2.373655354275423) | > loss_disc_real_0: 0.13797952234745026 (0.10524480767986354) | > loss_disc_real_1: 0.25965771079063416 (0.20741946732296662) | > loss_disc_real_2: 0.29216933250427246 (0.21130338486503153) | > loss_disc_real_3: 0.3172816038131714 (0.2413037261542152) | > loss_disc_real_4: 0.2650783658027649 (0.21801208134959726) | > loss_disc_real_5: 0.374946653842926 (0.2343891911646899) | > loss_0: 2.54935359954834 (2.373655354275423) | > loss_gen: 2.718029260635376 (2.348725241773269) | > loss_kl: 2.129488468170166 (2.8760376677793613) | > loss_feat: 6.241267681121826 (6.818625197691076) | > loss_mel: 17.76203155517578 (17.786125519696405) | > loss_duration: 2.4181082248687744 (2.352983264362111) | > loss_1: 31.268924713134766 (32.18249724893009)  --> STEP: 18 | > loss_disc: 2.51133394241333 (2.381304164727529) | > loss_disc_real_0: 0.08634068816900253 (0.10419457881814903) | > loss_disc_real_1: 0.24325135350227356 (0.20941012766626146) | > loss_disc_real_2: 0.22096160054206848 (0.2118399524026447) | > loss_disc_real_3: 0.1907232105731964 (0.23849369751082528) | > loss_disc_real_4: 0.1749887764453888 (0.2156218977438079) | > loss_disc_real_5: 0.2095123678445816 (0.2330071454246839) | > loss_0: 2.51133394241333 (2.381304164727529) | > loss_gen: 2.095003366470337 (2.334629582034217) | > loss_kl: 3.2973122596740723 (2.899441811773512) | > loss_feat: 7.826993465423584 (6.874645657009548) | > loss_mel: 17.512258529663086 (17.770910686916775) | > loss_duration: 2.307508707046509 (2.3504569000667996) | > loss_1: 33.03907775878906 (32.23008505503336)  --> STEP: 19 | > loss_disc: 2.3952362537384033 (2.3820374325702063) | > loss_disc_real_0: 0.1146332249045372 (0.10474398124374841) | > loss_disc_real_1: 0.18225540220737457 (0.20798093158947795) | > loss_disc_real_2: 0.20969001948833466 (0.21172679803873362) | > loss_disc_real_3: 0.23395194113254547 (0.2382546577014421) | > loss_disc_real_4: 0.20547179877758026 (0.2150876820087433) | > loss_disc_real_5: 0.21077856421470642 (0.23183722009784297) | > loss_0: 2.3952362537384033 (2.3820374325702063) | > loss_gen: 2.24196195602417 (2.329752338560004) | > loss_kl: 2.3169548511505127 (2.86878460331967) | > loss_feat: 6.647523403167725 (6.862691854175768) | > loss_mel: 16.44814682006836 (17.701291536030016) | > loss_duration: 2.3187785148620605 (2.348789616634971) | > loss_1: 29.973365783691406 (32.111310356541686)  --> STEP: 20 | > loss_disc: 2.4143311977386475 (2.383652120828628) | > loss_disc_real_0: 0.08126398921012878 (0.10356998164206743) | > loss_disc_real_1: 0.16861531138420105 (0.20601265057921408) | > loss_disc_real_2: 0.20658043026924133 (0.21146947965025903) | > loss_disc_real_3: 0.25629064440727234 (0.23915645703673363) | > loss_disc_real_4: 0.21769015491008759 (0.2152178056538105) | > loss_disc_real_5: 0.2514003813266754 (0.2328153781592846) | > loss_0: 2.4143311977386475 (2.383652120828628) | > loss_gen: 2.1666886806488037 (2.321599155664444) | > loss_kl: 2.5019125938415527 (2.850441002845764) | > loss_feat: 5.145526885986328 (6.776833605766297) | > loss_mel: 17.283117294311523 (17.680382823944093) | > loss_duration: 2.32791805267334 (2.3477460384368896) | > loss_1: 29.42516326904297 (31.977003002166747)  --> STEP: 21 | > loss_disc: 2.379117727279663 (2.3834361973262963) | > loss_disc_real_0: 0.11093571037054062 (0.10392073062913758) | > loss_disc_real_1: 0.1943502277135849 (0.20545729710942223) | > loss_disc_real_2: 0.23852850496768951 (0.21275800466537476) | > loss_disc_real_3: 0.24451087415218353 (0.2394114292803265) | > loss_disc_real_4: 0.22674928605556488 (0.21576692376817977) | > loss_disc_real_5: 0.3139636516571045 (0.23667958165918077) | > loss_0: 2.379117727279663 (2.3834361973262963) | > loss_gen: 2.381824493408203 (2.324467028890337) | > loss_kl: 2.3721213340759277 (2.8276638757614863) | > loss_feat: 4.555326461791992 (6.67104755129133) | > loss_mel: 15.018506050109863 (17.553626787094842) | > loss_duration: 2.1577601432800293 (2.3386990910484675) | > loss_1: 26.485538482666016 (31.715504691714333)  --> STEP: 22 | > loss_disc: 2.386805772781372 (2.3835893598469813) | > loss_disc_real_0: 0.05458619445562363 (0.10167825171215968) | > loss_disc_real_1: 0.2058747261762619 (0.20547627115791495) | > loss_disc_real_2: 0.22026100754737854 (0.21309905025092038) | > loss_disc_real_3: 0.1883946806192398 (0.23709248615936798) | > loss_disc_real_4: 0.1858111023902893 (0.2144052955237302) | > loss_disc_real_5: 0.17547103762626648 (0.23389737511223013) | > loss_0: 2.386805772781372 (2.3835893598469813) | > loss_gen: 2.1454524993896484 (2.316330004822124) | > loss_kl: 1.9381810426712036 (2.7872328378937463) | > loss_feat: 7.881977081298828 (6.726089802655307) | > loss_mel: 18.22640037536621 (17.58420740474354) | > loss_duration: 2.1615259647369385 (2.330645767125216) | > loss_1: 32.353538513183594 (31.744506229053844)  --> STEP: 23 | > loss_disc: 2.4792723655700684 (2.387749490530594) | > loss_disc_real_0: 0.07033903151750565 (0.10031567692108777) | > loss_disc_real_1: 0.3214516341686249 (0.21051867824533713) | > loss_disc_real_2: 0.25481662154197693 (0.21491285769835763) | > loss_disc_real_3: 0.3106953203678131 (0.24029260938582214) | > loss_disc_real_4: 0.2550705671310425 (0.21617335081100464) | > loss_disc_real_5: 0.21080012619495392 (0.23289314689843552) | > loss_0: 2.4792723655700684 (2.387749490530594) | > loss_gen: 2.4278478622436523 (2.321178607318712) | > loss_kl: 2.643983840942383 (2.7810046206349917) | > loss_feat: 5.646312713623047 (6.679142972697383) | > loss_mel: 16.613601684570312 (17.54200715604036) | > loss_duration: 2.297121047973633 (2.3291881706403643) | > loss_1: 29.62886619567871 (31.652521879776664)  --> STEP: 24 | > loss_disc: 2.5356791019439697 (2.3939132243394847) | > loss_disc_real_0: 0.06645119190216064 (0.0989046567119658) | > loss_disc_real_1: 0.19541078805923462 (0.20988918282091618) | > loss_disc_real_2: 0.27031242847442627 (0.21722117314736047) | > loss_disc_real_3: 0.2715659439563751 (0.2415956649929285) | > loss_disc_real_4: 0.20261478424072266 (0.2156084105372429) | > loss_disc_real_5: 0.21246059238910675 (0.23204179046054682) | > loss_0: 2.5356791019439697 (2.3939132243394847) | > loss_gen: 2.284904956817627 (2.3196672052145) | > loss_kl: 2.4345710277557373 (2.766569887598356) | > loss_feat: 6.444562911987305 (6.669368803501129) | > loss_mel: 18.713285446166992 (17.59081041812897) | > loss_duration: 2.430311441421509 (2.333401640256245) | > loss_1: 32.30763626098633 (31.67981831232707)  --> STEP: 25 | > loss_disc: 2.7327358722686768 (2.4074661302566525) | > loss_disc_real_0: 0.1288149654865265 (0.10010106906294823) | > loss_disc_real_1: 0.18926367163658142 (0.20906416237354278) | > loss_disc_real_2: 0.2301785796880722 (0.21773946940898894) | > loss_disc_real_3: 0.27648910880088806 (0.2429914027452469) | > loss_disc_real_4: 0.20760352909564972 (0.21528821527957917) | > loss_disc_real_5: 0.210963636636734 (0.2311986643075943) | > loss_0: 2.7327358722686768 (2.4074661302566525) | > loss_gen: 1.8516292572021484 (2.3009456872940057) | > loss_kl: 3.203752040863037 (2.7840571737289435) | > loss_feat: 4.870927810668945 (6.597431163787842) | > loss_mel: 14.336614608764648 (17.4606425857544) | > loss_duration: 2.348355293273926 (2.3339997863769524) | > loss_1: 26.611278533935547 (31.477076721191406)  --> STEP: 26 | > loss_disc: 2.648794174194336 (2.4167479781004095) | > loss_disc_real_0: 0.05696052312850952 (0.09844181729623905) | > loss_disc_real_1: 0.22113297879695892 (0.20952834762059724) | > loss_disc_real_2: 0.1840916872024536 (0.21644532393950683) | > loss_disc_real_3: 0.21539485454559326 (0.24192999704526022) | > loss_disc_real_4: 0.18434561789035797 (0.21409811537999374) | > loss_disc_real_5: 0.22902442514896393 (0.23111503972457006) | > loss_0: 2.648794174194336 (2.4167479781004095) | > loss_gen: 1.647986888885498 (2.275831887355217) | > loss_kl: 2.5916404724121094 (2.7766565313706035) | > loss_feat: 6.16932487487793 (6.5809655372913065) | > loss_mel: 14.388864517211914 (17.342497275425842) | > loss_duration: 2.311807870864868 (2.333146251164949) | > loss_1: 27.1096248626709 (31.309097803556003) --> EVAL PERFORMANCE | > avg_loader_time: 0.002552344248845027 (+6.103515625e-05) | > avg_loss_disc: 2.4167479781004095 (+0.06659841078978301) | > avg_loss_disc_real_0: 0.09844181729623905 (-0.023530966387345267) | > avg_loss_disc_real_1: 0.20952834762059724 (-0.0037179486109660265) | > avg_loss_disc_real_2: 0.21644532393950683 (+7.4683473660352995e-06) | > avg_loss_disc_real_3: 0.24192999704526022 (+0.005140461600743829) | > avg_loss_disc_real_4: 0.21409811537999374 (-0.03769575575223333) | > avg_loss_disc_real_5: 0.23111503972457006 (-0.00780049883402309) | > avg_loss_0: 2.4167479781004095 (+0.06659841078978301) | > avg_loss_gen: 2.275831887355217 (-0.1564136330897994) | > avg_loss_kl: 2.7766565313706035 (+0.07075577515822173) | > avg_loss_feat: 6.5809655372913065 (-0.6695333627554092) | > avg_loss_mel: 17.342497275425842 (-0.5780455149137005) | > avg_loss_duration: 2.333146251164949 (-0.015880887324994486) | > avg_loss_1: 31.309097803556003 (-1.3491172056931653)  > EPOCH: 485/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:28:31)   --> TIME: 2024-06-11 12:28:41 -- STEP: 24/330 -- GLOBAL_STEP: 248075 | > loss_disc: 2.249527931213379 (2.3051382402578984) | > loss_disc_real_0: 0.08898690342903137 (0.10784407332539558) | > loss_disc_real_1: 0.16372352838516235 (0.19817563705146313) | > loss_disc_real_2: 0.2203044295310974 (0.2086975115040938) | > loss_disc_real_3: 0.21054911613464355 (0.22323796773950258) | > loss_disc_real_4: 0.20837439596652985 (0.22859830223023891) | > loss_disc_real_5: 0.1998385637998581 (0.21800842136144638) | > loss_0: 2.249527931213379 (2.3051382402578984) | > grad_norm_0: tensor(5.7638, device='cuda:0') (tensor(8.0107, device='cuda:0')) | > loss_gen: 2.5590593814849854 (2.5007925828297934) | > loss_kl: 2.105353593826294 (1.8790968358516693) | > loss_feat: 8.066863059997559 (7.039900898933411) | > loss_mel: 17.557619094848633 (17.954116662343342) | > loss_duration: 2.0020973682403564 (2.071993271509806) | > loss_1: 32.290992736816406 (31.445900201797485) | > grad_norm_1: tensor(64.3555, device='cuda:0') (tensor(88.2295, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3791 (0.3683201273282369) | > loader_time: 0.0038 (0.0033983588218688965)  --> TIME: 2024-06-11 12:28:50 -- STEP: 49/330 -- GLOBAL_STEP: 248100 | > loss_disc: 2.2859995365142822 (2.3139856396889185) | > loss_disc_real_0: 0.10356675088405609 (0.11272262082416185) | > loss_disc_real_1: 0.17071279883384705 (0.1974373371625433) | > loss_disc_real_2: 0.21455293893814087 (0.20869787584762187) | > loss_disc_real_3: 0.23028510808944702 (0.22542633085834737) | > loss_disc_real_4: 0.19769591093063354 (0.22525333385078275) | > loss_disc_real_5: 0.19795547425746918 (0.21774013705399572) | > loss_0: 2.2859995365142822 (2.3139856396889185) | > grad_norm_0: tensor(6.6130, device='cuda:0') (tensor(8.8002, device='cuda:0')) | > loss_gen: 2.5300204753875732 (2.4995867816769346) | > loss_kl: 1.8248329162597656 (1.877681420773876) | > loss_feat: 7.567126274108887 (7.108584851634745) | > loss_mel: 18.130308151245117 (17.914032371676708) | > loss_duration: 1.971402645111084 (2.0359391728226037) | > loss_1: 32.02368927001953 (31.435824608316228) | > grad_norm_1: tensor(58.0251, device='cuda:0') (tensor(89.3570, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3575 (0.3691493102482387) | > loader_time: 0.0034 (0.0034103782809510523)  --> TIME: 2024-06-11 12:29:00 -- STEP: 74/330 -- GLOBAL_STEP: 248125 | > loss_disc: 2.4110665321350098 (2.330271269824053) | > loss_disc_real_0: 0.12355194240808487 (0.11273660269137975) | > loss_disc_real_1: 0.20216603577136993 (0.19802949134562467) | > loss_disc_real_2: 0.19478796422481537 (0.21009940291578708) | > loss_disc_real_3: 0.23754212260246277 (0.22780017212436005) | > loss_disc_real_4: 0.2684822976589203 (0.22846198041696805) | > loss_disc_real_5: 0.2472970336675644 (0.22127710947313825) | > loss_0: 2.4110665321350098 (2.330271269824053) | > grad_norm_0: tensor(4.6326, device='cuda:0') (tensor(10.3216, device='cuda:0')) | > loss_gen: 2.547898769378662 (2.503843642569877) | > loss_kl: 1.8301451206207275 (1.8941291828413267) | > loss_feat: 7.245248317718506 (7.191328080924782) | > loss_mel: 18.12721824645996 (17.97101116180421) | > loss_duration: 1.9395711421966553 (2.019065259276211) | > loss_1: 31.690082550048828 (31.57937732902733) | > grad_norm_1: tensor(221.6461, device='cuda:0') (tensor(118.3070, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.368 (0.36829462244703964) | > loader_time: 0.0033 (0.003451176591821619)  --> TIME: 2024-06-11 12:29:09 -- STEP: 99/330 -- GLOBAL_STEP: 248150 | > loss_disc: 2.2546279430389404 (2.3315000028321244) | > loss_disc_real_0: 0.10012024641036987 (0.11309514623699767) | > loss_disc_real_1: 0.2200537770986557 (0.19946526863960304) | > loss_disc_real_2: 0.23507337272167206 (0.21046708810209025) | > loss_disc_real_3: 0.2441876083612442 (0.22687844028978638) | > loss_disc_real_4: 0.2376915067434311 (0.22859065008885932) | > loss_disc_real_5: 0.22591745853424072 (0.2201581248129257) | > loss_0: 2.2546279430389404 (2.3315000028321244) | > grad_norm_0: tensor(21.0730, device='cuda:0') (tensor(13.2937, device='cuda:0')) | > loss_gen: 2.592249631881714 (2.5033610854486033) | > loss_kl: 1.7914421558380127 (1.9003760188516945) | > loss_feat: 7.344405174255371 (7.157701631989142) | > loss_mel: 17.976837158203125 (17.937996970282672) | > loss_duration: 2.0216994285583496 (2.017074558469986) | > loss_1: 31.726633071899414 (31.516510221693252) | > grad_norm_1: tensor(126.5271, device='cuda:0') (tensor(155.3665, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3723 (0.3685959083865387) | > loader_time: 0.0038 (0.0035157540831903013)  --> TIME: 2024-06-11 12:29:19 -- STEP: 124/330 -- GLOBAL_STEP: 248175 | > loss_disc: 2.3241324424743652 (2.3349574304396117) | > loss_disc_real_0: 0.10555912554264069 (0.11272921863823168) | > loss_disc_real_1: 0.19006632268428802 (0.19801772055366346) | > loss_disc_real_2: 0.172718808054924 (0.21091553580857092) | > loss_disc_real_3: 0.1892937272787094 (0.22816047096444714) | > loss_disc_real_4: 0.2043127566576004 (0.22896321814867757) | > loss_disc_real_5: 0.21619872748851776 (0.2203923658497872) | > loss_0: 2.3241324424743652 (2.3349574304396117) | > grad_norm_0: tensor(7.3953, device='cuda:0') (tensor(14.9981, device='cuda:0')) | > loss_gen: 2.469621419906616 (2.5074589502426896) | > loss_kl: 2.040928840637207 (1.9028595003389543) | > loss_feat: 7.658085823059082 (7.173617832122311) | > loss_mel: 18.143169403076172 (17.94736505323842) | > loss_duration: 2.0439257621765137 (2.0199068429008613) | > loss_1: 32.35573196411133 (31.551208142311342) | > grad_norm_1: tensor(244.9030, device='cuda:0') (tensor(182.0608, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3859 (0.3708417607891944) | > loader_time: 0.0037 (0.0036011107506290557)  --> TIME: 2024-06-11 12:29:29 -- STEP: 149/330 -- GLOBAL_STEP: 248200 | > loss_disc: 2.2922708988189697 (2.340502855761739) | > loss_disc_real_0: 0.09179949760437012 (0.11386459765818295) | > loss_disc_real_1: 0.19462750852108002 (0.19835933397880343) | > loss_disc_real_2: 0.1963554471731186 (0.21196933520720312) | > loss_disc_real_3: 0.21685560047626495 (0.22834953995759055) | > loss_disc_real_4: 0.21233811974525452 (0.2284760971197346) | > loss_disc_real_5: 0.22175584733486176 (0.22062012313196322) | > loss_0: 2.2922708988189697 (2.340502855761739) | > grad_norm_0: tensor(19.1870, device='cuda:0') (tensor(17.1293, device='cuda:0')) | > loss_gen: 2.4554600715637207 (2.5044527693882896) | > loss_kl: 1.8508503437042236 (1.9054802048126323) | > loss_feat: 7.219650745391846 (7.173117340011085) | > loss_mel: 18.816112518310547 (17.964138671055753) | > loss_duration: 2.0493407249450684 (2.023065671024707) | > loss_1: 32.391414642333984 (31.570254613889144) | > grad_norm_1: tensor(188.2664, device='cuda:0') (tensor(195.4202, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3877 (0.372792231156522) | > loader_time: 0.0048 (0.0037165344161475267)  --> TIME: 2024-06-11 12:29:39 -- STEP: 174/330 -- GLOBAL_STEP: 248225 | > loss_disc: 2.389951705932617 (2.3421713319318056) | > loss_disc_real_0: 0.07770391553640366 (0.11457029884231501) | > loss_disc_real_1: 0.1765233278274536 (0.19920214997797184) | > loss_disc_real_2: 0.23962540924549103 (0.21257040255713736) | > loss_disc_real_3: 0.24553316831588745 (0.22843454041700254) | > loss_disc_real_4: 0.23062779009342194 (0.22812352577845255) | > loss_disc_real_5: 0.21464508771896362 (0.22007991827424916) | > loss_0: 2.389951705932617 (2.3421713319318056) | > grad_norm_0: tensor(24.3355, device='cuda:0') (tensor(18.3658, device='cuda:0')) | > loss_gen: 2.424635410308838 (2.506741666245736) | > loss_kl: 1.916296362876892 (1.9125563029585213) | > loss_feat: 7.493573188781738 (7.17540586405787) | > loss_mel: 18.80533218383789 (17.972408382371942) | > loss_duration: 2.126910924911499 (2.02777454428289) | > loss_1: 32.766746520996094 (31.59488670305274) | > grad_norm_1: tensor(330.1279, device='cuda:0') (tensor(209.8855, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3845 (0.37559392123386776) | > loader_time: 0.0064 (0.003840153244720108)  --> TIME: 2024-06-11 12:29:49 -- STEP: 199/330 -- GLOBAL_STEP: 248250 | > loss_disc: 2.422239065170288 (2.3448973372953015) | > loss_disc_real_0: 0.17614305019378662 (0.11609754995934328) | > loss_disc_real_1: 0.24344101548194885 (0.19948796400023472) | > loss_disc_real_2: 0.2267104834318161 (0.21230756637439058) | > loss_disc_real_3: 0.2588771879673004 (0.22853523125900096) | > loss_disc_real_4: 0.24511738121509552 (0.22810169680034695) | > loss_disc_real_5: 0.270752876996994 (0.22011683971139054) | > loss_0: 2.422239065170288 (2.3448973372953015) | > grad_norm_0: tensor(69.8351, device='cuda:0') (tensor(21.5588, device='cuda:0')) | > loss_gen: 2.532897472381592 (2.5109490449704133) | > loss_kl: 1.9227559566497803 (1.9173356672028201) | > loss_feat: 6.735348224639893 (7.16992410343496) | > loss_mel: 17.504674911499023 (17.939362597824953) | > loss_duration: 2.1572530269622803 (2.035761631313879) | > loss_1: 30.852930068969727 (31.573332944707055) | > grad_norm_1: tensor(320.0422, device='cuda:0') (tensor(233.6999, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.3818 (0.3779488592291597) | > loader_time: 0.0046 (0.003956214866446492)  --> TIME: 2024-06-11 12:29:59 -- STEP: 224/330 -- GLOBAL_STEP: 248275 | > loss_disc: 2.365218162536621 (2.345113105007581) | > loss_disc_real_0: 0.23462851345539093 (0.11620817346764463) | > loss_disc_real_1: 0.18578799068927765 (0.19899077044932975) | > loss_disc_real_2: 0.17747008800506592 (0.21226480144209095) | > loss_disc_real_3: 0.2076161801815033 (0.22856687075857604) | > loss_disc_real_4: 0.20850175619125366 (0.22771150984668306) | > loss_disc_real_5: 0.22550056874752045 (0.22037365260933126) | > loss_0: 2.365218162536621 (2.345113105007581) | > grad_norm_0: tensor(101.6371, device='cuda:0') (tensor(24.4825, device='cuda:0')) | > loss_gen: 2.6668922901153564 (2.515971306179252) | > loss_kl: 1.918312907218933 (1.9181037108813013) | > loss_feat: 7.762455463409424 (7.178477642791612) | > loss_mel: 17.7778377532959 (17.89062004429955) | > loss_duration: 2.153449058532715 (2.0430232153407153) | > loss_1: 32.27894973754883 (31.54619585616248) | > grad_norm_1: tensor(214.4215, device='cuda:0') (tensor(255.3826, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.4214 (0.3808846441762788) | > loader_time: 0.005 (0.004076415938990457)  --> TIME: 2024-06-11 12:30:10 -- STEP: 249/330 -- GLOBAL_STEP: 248300 | > loss_disc: 2.3718972206115723 (2.346204284683289) | > loss_disc_real_0: 0.12100053578615189 (0.1174841163807126) | > loss_disc_real_1: 0.22091495990753174 (0.19872379796691694) | > loss_disc_real_2: 0.20820768177509308 (0.21260434377145576) | > loss_disc_real_3: 0.23040111362934113 (0.22859548469145136) | > loss_disc_real_4: 0.2510378658771515 (0.22813944877630257) | > loss_disc_real_5: 0.23603160679340363 (0.2206986886430457) | > loss_0: 2.3718972206115723 (2.346204284683289) | > grad_norm_0: tensor(22.9078, device='cuda:0') (tensor(25.5659, device='cuda:0')) | > loss_gen: 2.491713285446167 (2.5120992708397685) | > loss_kl: 1.8603922128677368 (1.9236523295980859) | > loss_feat: 6.794468402862549 (7.172049342389087) | > loss_mel: 18.04741859436035 (17.852630561614145) | > loss_duration: 2.1179003715515137 (2.0509851175139695) | > loss_1: 31.311891555786133 (31.51141660759248) | > grad_norm_1: tensor(263.8378, device='cuda:0') (tensor(262.5224, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.4083 (0.38485840908494817) | > loader_time: 0.0052 (0.004222533789025733)  --> TIME: 2024-06-11 12:30:21 -- STEP: 274/330 -- GLOBAL_STEP: 248325 | > loss_disc: 2.3502755165100098 (2.34569040354151) | > loss_disc_real_0: 0.08244477212429047 (0.1176970892307097) | > loss_disc_real_1: 0.20543476939201355 (0.1986336912280017) | > loss_disc_real_2: 0.22594976425170898 (0.21252255076474513) | > loss_disc_real_3: 0.2630447447299957 (0.22896554293858745) | > loss_disc_real_4: 0.22836770117282867 (0.22819860502533668) | > loss_disc_real_5: 0.2324918657541275 (0.22050514751977293) | > loss_0: 2.3502755165100098 (2.34569040354151) | > grad_norm_0: tensor(28.5283, device='cuda:0') (tensor(25.6482, device='cuda:0')) | > loss_gen: 2.40628981590271 (2.508983166548458) | > loss_kl: 1.9512635469436646 (1.9310948239625805) | > loss_feat: 6.933777332305908 (7.187067111913305) | > loss_mel: 16.984127044677734 (17.814574895984073) | > loss_duration: 2.1395277976989746 (2.059135883829018) | > loss_1: 30.41498565673828 (31.500855877451652) | > grad_norm_1: tensor(407.6179, device='cuda:0') (tensor(267.9320, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.438 (0.38975084611099137) | > loader_time: 0.006 (0.004368686327969072)  --> TIME: 2024-06-11 12:30:33 -- STEP: 299/330 -- GLOBAL_STEP: 248350 | > loss_disc: 2.435246229171753 (2.3456879555182315) | > loss_disc_real_0: 0.15390345454216003 (0.11844720806066807) | > loss_disc_real_1: 0.23295804858207703 (0.19870399339840963) | > loss_disc_real_2: 0.21053601801395416 (0.21256746237094584) | > loss_disc_real_3: 0.2509170174598694 (0.22848421838570598) | > loss_disc_real_4: 0.2799385190010071 (0.22801611844113834) | > loss_disc_real_5: 0.25488415360450745 (0.22040487920560167) | > loss_0: 2.435246229171753 (2.3456879555182315) | > grad_norm_0: tensor(29.4546, device='cuda:0') (tensor(25.9178, device='cuda:0')) | > loss_gen: 2.5933640003204346 (2.5098188346046277) | > loss_kl: 1.9734517335891724 (1.938678739860305) | > loss_feat: 6.618893623352051 (7.211307701059807) | > loss_mel: 16.408117294311523 (17.776610454189353) | > loss_duration: 2.228332757949829 (2.0695113852669946) | > loss_1: 29.822158813476562 (31.505927108203288) | > grad_norm_1: tensor(478.2646, device='cuda:0') (tensor(275.3484, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.4676 (0.3957524315569314) | > loader_time: 0.0065 (0.004527013038711807)  --> TIME: 2024-06-11 12:30:47 -- STEP: 324/330 -- GLOBAL_STEP: 248375 | > loss_disc: 2.436781167984009 (2.359963441336598) | > loss_disc_real_0: 0.11018939316272736 (0.11969456150207991) | > loss_disc_real_1: 0.15637633204460144 (0.2055712063325408) | > loss_disc_real_2: 0.24247297644615173 (0.21310044305376064) | > loss_disc_real_3: 0.21841998398303986 (0.22875120946102673) | > loss_disc_real_4: 0.2870764434337616 (0.2286427658465173) | > loss_disc_real_5: 0.273332417011261 (0.22062456364065042) | > loss_0: 2.436781167984009 (2.359963441336598) | > grad_norm_0: tensor(34.3299, device='cuda:0') (tensor(26.6809, device='cuda:0')) | > loss_gen: 2.4065566062927246 (2.5066704021559834) | > loss_kl: 2.050729513168335 (1.9447060694665084) | > loss_feat: 9.03825569152832 (7.263504730330573) | > loss_mel: 17.467910766601562 (17.742004459286928) | > loss_duration: 2.2687549591064453 (2.083529992971891) | > loss_1: 33.232208251953125 (31.540415669664924) | > grad_norm_1: tensor(623.3124, device='cuda:0') (tensor(285.1174, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.5855 (0.40795974231060655) | > loader_time: 0.0088 (0.004783703957074959)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.50905179977417 (2.50905179977417) | > loss_disc_real_0: 0.09108415991067886 (0.09108415991067886) | > loss_disc_real_1: 0.18253640830516815 (0.18253640830516815) | > loss_disc_real_2: 0.29536524415016174 (0.29536524415016174) | > loss_disc_real_3: 0.26190245151519775 (0.26190245151519775) | > loss_disc_real_4: 0.21819685399532318 (0.21819685399532318) | > loss_disc_real_5: 0.20686176419258118 (0.20686176419258118) | > loss_0: 2.50905179977417 (2.50905179977417) | > loss_gen: 2.129737377166748 (2.129737377166748) | > loss_kl: 1.4061107635498047 (1.4061107635498047) | > loss_feat: 5.3047685623168945 (5.3047685623168945) | > loss_mel: 14.568207740783691 (14.568207740783691) | > loss_duration: 3.0151095390319824 (3.0151095390319824) | > loss_1: 26.423934936523438 (26.423934936523438)  --> STEP: 1 | > loss_disc: 2.3240394592285156 (2.3240394592285156) | > loss_disc_real_0: 0.1347995102405548 (0.1347995102405548) | > loss_disc_real_1: 0.1656072735786438 (0.1656072735786438) | > loss_disc_real_2: 0.256224125623703 (0.256224125623703) | > loss_disc_real_3: 0.23952510952949524 (0.23952510952949524) | > loss_disc_real_4: 0.2560572624206543 (0.2560572624206543) | > loss_disc_real_5: 0.2973369061946869 (0.2973369061946869) | > loss_0: 2.3240394592285156 (2.3240394592285156) | > loss_gen: 2.544217586517334 (2.544217586517334) | > loss_kl: 3.2536470890045166 (3.2536470890045166) | > loss_feat: 6.957273483276367 (6.957273483276367) | > loss_mel: 18.153371810913086 (18.153371810913086) | > loss_duration: 2.418536424636841 (2.418536424636841) | > loss_1: 33.32704544067383 (33.32704544067383)  --> STEP: 2 | > loss_disc: 2.0964303016662598 (2.2102348804473877) | > loss_disc_real_0: 0.08566531538963318 (0.110232412815094) | > loss_disc_real_1: 0.19687211513519287 (0.18123969435691833) | > loss_disc_real_2: 0.2156473696231842 (0.2359357476234436) | > loss_disc_real_3: 0.23545493185520172 (0.23749002069234848) | > loss_disc_real_4: 0.15350262820720673 (0.2047799453139305) | > loss_disc_real_5: 0.1354694813489914 (0.21640319377183914) | > loss_0: 2.0964303016662598 (2.2102348804473877) | > loss_gen: 2.604506731033325 (2.5743621587753296) | > loss_kl: 3.085501194000244 (3.1695741415023804) | > loss_feat: 6.456649303436279 (6.706961393356323) | > loss_mel: 19.478830337524414 (18.81610107421875) | > loss_duration: 2.4895734786987305 (2.4540549516677856) | > loss_1: 34.11506271362305 (33.72105407714844)  --> STEP: 3 | > loss_disc: 2.2398428916931152 (2.220104217529297) | > loss_disc_real_0: 0.18575294315814972 (0.1354059229294459) | > loss_disc_real_1: 0.18785466253757477 (0.1834446837504705) | > loss_disc_real_2: 0.2772573232650757 (0.2497096061706543) | > loss_disc_real_3: 0.25549134612083435 (0.24349046250184378) | > loss_disc_real_4: 0.24283038079738617 (0.21746342380841574) | > loss_disc_real_5: 0.24610771238803864 (0.22630469997723898) | > loss_0: 2.2398428916931152 (2.220104217529297) | > loss_gen: 2.8732833862304688 (2.6740025679270425) | > loss_kl: 3.292738199234009 (3.2106288274129233) | > loss_feat: 7.224956035614014 (6.879626274108887) | > loss_mel: 18.902753829956055 (18.844985326131184) | > loss_duration: 2.30295467376709 (2.4036881923675537) | > loss_1: 34.59668731689453 (34.01293182373047)  --> STEP: 4 | > loss_disc: 2.4631032943725586 (2.2808539867401123) | > loss_disc_real_0: 0.07617689669132233 (0.12059866636991501) | > loss_disc_real_1: 0.2044946402311325 (0.188707172870636) | > loss_disc_real_2: 0.28200286626815796 (0.2577829211950302) | > loss_disc_real_3: 0.3374229967594147 (0.2669735960662365) | > loss_disc_real_4: 0.3220001459121704 (0.2435976043343544) | > loss_disc_real_5: 0.3465220630168915 (0.2563590407371521) | > loss_0: 2.4631032943725586 (2.2808539867401123) | > loss_gen: 2.6683812141418457 (2.6725972294807434) | > loss_kl: 3.424621105194092 (3.2641268968582153) | > loss_feat: 5.076411724090576 (6.428822636604309) | > loss_mel: 18.897592544555664 (18.858137130737305) | > loss_duration: 2.326554536819458 (2.38440477848053) | > loss_1: 32.393558502197266 (33.60808849334717)  --> STEP: 5 | > loss_disc: 2.5107033252716064 (2.326823854446411) | > loss_disc_real_0: 0.08465111255645752 (0.1134091556072235) | > loss_disc_real_1: 0.17345115542411804 (0.1856559693813324) | > loss_disc_real_2: 0.28035956621170044 (0.2622982501983643) | > loss_disc_real_3: 0.2664111256599426 (0.2668611019849777) | > loss_disc_real_4: 0.2454681545495987 (0.24397171437740325) | > loss_disc_real_5: 0.2512723505496979 (0.2553417026996613) | > loss_0: 2.5107033252716064 (2.326823854446411) | > loss_gen: 2.283510684967041 (2.594779920578003) | > loss_kl: 2.7895100116729736 (3.169203519821167) | > loss_feat: 5.856213092803955 (6.3143007278442385) | > loss_mel: 19.11444664001465 (18.909399032592773) | > loss_duration: 2.33583664894104 (2.3746911525726317) | > loss_1: 32.3795166015625 (33.36237411499023)  --> STEP: 6 | > loss_disc: 2.2134082317352295 (2.3079212506612143) | > loss_disc_real_0: 0.12925349175930023 (0.1160498782992363) | > loss_disc_real_1: 0.16328200697898865 (0.18192697564760843) | > loss_disc_real_2: 0.23076584935188293 (0.25704285005728406) | > loss_disc_real_3: 0.22058318555355072 (0.25914811591307324) | > loss_disc_real_4: 0.19226834177970886 (0.23535448561112085) | > loss_disc_real_5: 0.19008788466453552 (0.24446606636047363) | > loss_0: 2.2134082317352295 (2.3079212506612143) | > loss_gen: 2.40810227394104 (2.5636669794718423) | > loss_kl: 2.6795496940612793 (3.0875945488611856) | > loss_feat: 6.1800665855407715 (6.29192837079366) | > loss_mel: 19.85872459411621 (19.067619959513348) | > loss_duration: 2.212761163711548 (2.3477028210957847) | > loss_1: 33.33920669555664 (33.35851287841797)  --> STEP: 7 | > loss_disc: 1.9651492834091187 (2.2589538267680576) | > loss_disc_real_0: 0.07034474611282349 (0.10952057370117732) | > loss_disc_real_1: 0.09131533652544022 (0.168982455773013) | > loss_disc_real_2: 0.23349489271640778 (0.2536788561514446) | > loss_disc_real_3: 0.22961272299289703 (0.2549287740673338) | > loss_disc_real_4: 0.15633179247379303 (0.22406552944864547) | > loss_disc_real_5: 0.13283060491085052 (0.22851814329624176) | > loss_0: 1.9651492834091187 (2.2589538267680576) | > loss_gen: 2.4528887271881104 (2.5478415148598805) | > loss_kl: 3.7527425289154053 (3.1826156888689314) | > loss_feat: 7.462013244628906 (6.459083352770124) | > loss_mel: 20.13840103149414 (19.22058868408203) | > loss_duration: 2.539534568786621 (2.3751073564801897) | > loss_1: 36.3455810546875 (33.78523690359933)  --> STEP: 8 | > loss_disc: 2.0810458660125732 (2.236715331673622) | > loss_disc_real_0: 0.1212235540151596 (0.11098344624042511) | > loss_disc_real_1: 0.19050228595733643 (0.1716724345460534) | > loss_disc_real_2: 0.197078138589859 (0.24660376645624638) | > loss_disc_real_3: 0.27677518129348755 (0.257659574970603) | > loss_disc_real_4: 0.2665054202079773 (0.22937051579356194) | > loss_disc_real_5: 0.2708405554294586 (0.23380844481289387) | > loss_0: 2.0810458660125732 (2.236715331673622) | > loss_gen: 2.97237229347229 (2.600907862186432) | > loss_kl: 2.745013475418091 (3.1279154121875763) | > loss_feat: 8.375844955444336 (6.698678553104401) | > loss_mel: 20.24340057373047 (19.348440170288086) | > loss_duration: 2.263713836669922 (2.3611831665039062) | > loss_1: 36.600345611572266 (34.13712549209595)  --> STEP: 9 | > loss_disc: 2.2778215408325195 (2.241282688246833) | > loss_disc_real_0: 0.08856137841939926 (0.10849210537142223) | > loss_disc_real_1: 0.1472157984972 (0.16895503054062525) | > loss_disc_real_2: 0.27659836411476135 (0.2499364995294147) | > loss_disc_real_3: 0.2915339767932892 (0.2614233973953459) | > loss_disc_real_4: 0.20571671426296234 (0.2267423156234953) | > loss_disc_real_5: 0.23332487046718597 (0.23375471433003744) | > loss_0: 2.2778215408325195 (2.241282688246833) | > loss_gen: 2.6215906143188477 (2.6032059457567005) | > loss_kl: 2.068510055541992 (3.0102037058936224) | > loss_feat: 10.055161476135254 (7.071621100107829) | > loss_mel: 18.81898307800293 (19.289611604478623) | > loss_duration: 2.137122392654419 (2.3362875249650745) | > loss_1: 35.70136642456055 (34.31093004014757)  --> STEP: 10 | > loss_disc: 2.4756526947021484 (2.2647196888923644) | > loss_disc_real_0: 0.14312583208084106 (0.11195547804236412) | > loss_disc_real_1: 0.1574014127254486 (0.1677996687591076) | > loss_disc_real_2: 0.31657230854034424 (0.25660008043050764) | > loss_disc_real_3: 0.24140003323554993 (0.2594210609793663) | > loss_disc_real_4: 0.23426499962806702 (0.22749458402395248) | > loss_disc_real_5: 0.27095678448677063 (0.23747492134571074) | > loss_0: 2.4756526947021484 (2.2647196888923644) | > loss_gen: 2.3038978576660156 (2.5732751369476317) | > loss_kl: 3.116044282913208 (3.020787763595581) | > loss_feat: 6.610302925109863 (7.025489282608032) | > loss_mel: 19.34949493408203 (19.295599937438965) | > loss_duration: 2.375930070877075 (2.3402517795562745) | > loss_1: 33.75566864013672 (34.25540390014648)  --> STEP: 11 | > loss_disc: 2.5052335262298584 (2.286584583195773) | > loss_disc_real_0: 0.1771945208311081 (0.11788630011406812) | > loss_disc_real_1: 0.11482251435518265 (0.16298356381329623) | > loss_disc_real_2: 0.21355561912059784 (0.2526869475841522) | > loss_disc_real_3: 0.2899552285671234 (0.2621968943964351) | > loss_disc_real_4: 0.2554871737957001 (0.23003936491229318) | > loss_disc_real_5: 0.2690877318382263 (0.24034881320866672) | > loss_0: 2.5052335262298584 (2.286584583195773) | > loss_gen: 2.4761128425598145 (2.564442201094194) | > loss_kl: 3.721313238143921 (3.08447189764543) | > loss_feat: 5.394847869873047 (6.877249154177579) | > loss_mel: 17.88384246826172 (19.16725834933194) | > loss_duration: 2.455193042755127 (2.3507009853016245) | > loss_1: 31.93130874633789 (34.04412252252752)  --> STEP: 12 | > loss_disc: 2.455023765563965 (2.3006211817264557) | > loss_disc_real_0: 0.12302980571985245 (0.11831492558121681) | > loss_disc_real_1: 0.1862410604953766 (0.16492168853680292) | > loss_disc_real_2: 0.2739873230457306 (0.25446197887261707) | > loss_disc_real_3: 0.268081933259964 (0.2626873143017292) | > loss_disc_real_4: 0.22278814017772675 (0.22943509618441263) | > loss_disc_real_5: 0.14368148148059845 (0.23229320223132768) | > loss_0: 2.455023765563965 (2.3006211817264557) | > loss_gen: 2.255847454071045 (2.538725972175598) | > loss_kl: 2.6102871894836426 (3.0449565052986145) | > loss_feat: 6.547502040863037 (6.849770228068034) | > loss_mel: 18.41531753540039 (19.104596614837646) | > loss_duration: 2.2629191875457764 (2.3433858354886374) | > loss_1: 32.09187316894531 (33.88143507639567)  --> STEP: 13 | > loss_disc: 2.2624504566192627 (2.2976849721028256) | > loss_disc_real_0: 0.16106557846069336 (0.12160343734117654) | > loss_disc_real_1: 0.20167355239391327 (0.16774875498734987) | > loss_disc_real_2: 0.34072691202163696 (0.26109774296100324) | > loss_disc_real_3: 0.2751619219779968 (0.26364689950759596) | > loss_disc_real_4: 0.192324697971344 (0.22658045016802275) | > loss_disc_real_5: 0.18234623968601227 (0.22845112818938035) | > loss_0: 2.2624504566192627 (2.2976849721028256) | > loss_gen: 2.689426898956299 (2.550318351158729) | > loss_kl: 2.978624105453491 (3.0398540130028358) | > loss_feat: 8.770315170288086 (6.9975044543926535) | > loss_mel: 17.108366012573242 (18.95104041466346) | > loss_duration: 2.259289264678955 (2.3369168685032773) | > loss_1: 33.80602264404297 (33.875634120060845)  --> STEP: 14 | > loss_disc: 2.3939332962036133 (2.3045598523957387) | > loss_disc_real_0: 0.12981818616390228 (0.12219020511422839) | > loss_disc_real_1: 0.17399513721466064 (0.1681949251464435) | > loss_disc_real_2: 0.23577462136745453 (0.25928894856146406) | > loss_disc_real_3: 0.23680315911769867 (0.2617294894797461) | > loss_disc_real_4: 0.292279452085495 (0.23127323601927077) | > loss_disc_real_5: 0.2271961122751236 (0.22836148419550487) | > loss_0: 2.3939332962036133 (2.3045598523957387) | > loss_gen: 2.402736186981201 (2.539776768003191) | > loss_kl: 3.094998836517334 (3.043792928968157) | > loss_feat: 6.214761257171631 (6.941594226019723) | > loss_mel: 17.971803665161133 (18.881094932556152) | > loss_duration: 2.419905185699463 (2.342844605445862) | > loss_1: 32.10420608520508 (33.74910354614257)  --> STEP: 15 | > loss_disc: 2.1889114379882812 (2.2968499581019084) | > loss_disc_real_0: 0.14778536558151245 (0.12389654914538066) | > loss_disc_real_1: 0.10948936641216278 (0.16428122123082478) | > loss_disc_real_2: 0.2075633853673935 (0.25584057768185936) | > loss_disc_real_3: 0.24354784190654755 (0.2605173796415329) | > loss_disc_real_4: 0.20259588956832886 (0.2293614129225413) | > loss_disc_real_5: 0.18813081085681915 (0.22567943930625917) | > loss_0: 2.1889114379882812 (2.2968499581019084) | > loss_gen: 2.5827386379241943 (2.5426408926645916) | > loss_kl: 3.4841341972351074 (3.073149013519287) | > loss_feat: 9.464726448059082 (7.109803040822347) | > loss_mel: 19.011167526245117 (18.889766438802084) | > loss_duration: 2.358710289001465 (2.343902317682902) | > loss_1: 36.9014778137207 (33.959261830647776)  --> STEP: 16 | > loss_disc: 2.588405132293701 (2.3150721564888954) | > loss_disc_real_0: 0.2134094536304474 (0.12949110567569733) | > loss_disc_real_1: 0.28823980689048767 (0.17202863283455372) | > loss_disc_real_2: 0.3929935693740845 (0.2644126396626234) | > loss_disc_real_3: 0.27638372778892517 (0.2615090264007449) | > loss_disc_real_4: 0.25687235593795776 (0.23108084686100483) | > loss_disc_real_5: 0.2596782147884369 (0.22780436277389526) | > loss_0: 2.588405132293701 (2.3150721564888954) | > loss_gen: 2.904315233230591 (2.5652455389499664) | > loss_kl: 2.945448160171509 (3.065167710185051) | > loss_feat: 6.500762939453125 (7.071738034486771) | > loss_mel: 16.926206588745117 (18.767043948173523) | > loss_duration: 2.361757278442383 (2.3450182527303696) | > loss_1: 31.638490676879883 (33.81421363353728)  --> STEP: 17 | > loss_disc: 2.4408843517303467 (2.3224728738560394) | > loss_disc_real_0: 0.20396217703819275 (0.1338717569323147) | > loss_disc_real_1: 0.19200660288333893 (0.17320380754330578) | > loss_disc_real_2: 0.2749539017677307 (0.2650327139041003) | > loss_disc_real_3: 0.2802561819553375 (0.2626118002568974) | > loss_disc_real_4: 0.23516486585140228 (0.2313210832722047) | > loss_disc_real_5: 0.22371409833431244 (0.22756375898333156) | > loss_0: 2.4408843517303467 (2.3224728738560394) | > loss_gen: 2.7300453186035156 (2.5749396436354695) | > loss_kl: 2.3634068965911865 (3.0238876623265885) | > loss_feat: 5.643967151641846 (6.987751511966481) | > loss_mel: 18.0886287689209 (18.727137172923367) | > loss_duration: 2.429175853729248 (2.3499686998479508) | > loss_1: 31.255224227905273 (33.66368484497069)  --> STEP: 18 | > loss_disc: 2.120047092437744 (2.3112269971105786) | > loss_disc_real_0: 0.06143808364868164 (0.12984766397211286) | > loss_disc_real_1: 0.13800744712352753 (0.17124845418665144) | > loss_disc_real_2: 0.2682654857635498 (0.2652123123407364) | > loss_disc_real_3: 0.20136132836341858 (0.25920899626281524) | > loss_disc_real_4: 0.25765079259872437 (0.23278384490145576) | > loss_disc_real_5: 0.2572477161884308 (0.22921286771694818) | > loss_0: 2.120047092437744 (2.3112269971105786) | > loss_gen: 2.900463581085205 (2.5930243068271213) | > loss_kl: 3.542295455932617 (3.052688095304701) | > loss_feat: 10.947491645812988 (7.2077370749579535) | > loss_mel: 20.156219482421875 (18.806530634562176) | > loss_duration: 2.234182357788086 (2.343536125289069) | > loss_1: 39.78065490722656 (34.00351651509602)  --> STEP: 19 | > loss_disc: 2.4075169563293457 (2.31629488970104) | > loss_disc_real_0: 0.09996454417705536 (0.12827486819342562) | > loss_disc_real_1: 0.22179001569747925 (0.17390853637143186) | > loss_disc_real_2: 0.24697694182395935 (0.2642525559977481) | > loss_disc_real_3: 0.24247902631759644 (0.25832847152885635) | > loss_disc_real_4: 0.26936018466949463 (0.23470891541556307) | > loss_disc_real_5: 0.2704763114452362 (0.23138462791317388) | > loss_0: 2.4075169563293457 (2.31629488970104) | > loss_gen: 2.295661211013794 (2.5773736175737882) | > loss_kl: 2.116438150405884 (3.0034117824152897) | > loss_feat: 5.4167799949646 (7.113476176010935) | > loss_mel: 16.15851402282715 (18.6671613392077) | > loss_duration: 2.3319997787475586 (2.3429289491553056) | > loss_1: 28.319393157958984 (33.70435212787828)  --> STEP: 20 | > loss_disc: 2.4071569442749023 (2.320837992429733) | > loss_disc_real_0: 0.14474241435527802 (0.12909824550151824) | > loss_disc_real_1: 0.2293895035982132 (0.17668258473277093) | > loss_disc_real_2: 0.34860625863075256 (0.2684702411293983) | > loss_disc_real_3: 0.21122495830059052 (0.25597329586744305) | > loss_disc_real_4: 0.2574208378791809 (0.23584451153874397) | > loss_disc_real_5: 0.2839035987854004 (0.2340105764567852) | > loss_0: 2.4071569442749023 (2.320837992429733) | > loss_gen: 2.6904284954071045 (2.5830263614654543) | > loss_kl: 2.0555007457733154 (2.9560162305831907) | > loss_feat: 7.385303974151611 (7.127067565917969) | > loss_mel: 17.387428283691406 (18.603174686431885) | > loss_duration: 2.337752342224121 (2.3426701188087464) | > loss_1: 31.85641098022461 (33.6119550704956)  --> STEP: 21 | > loss_disc: 2.3975026607513428 (2.3244886909212386) | > loss_disc_real_0: 0.1745217740535736 (0.13126127067066373) | > loss_disc_real_1: 0.20535387098789215 (0.1780478840782529) | > loss_disc_real_2: 0.29799550771713257 (0.26987620620500474) | > loss_disc_real_3: 0.2828971743583679 (0.25725538531939185) | > loss_disc_real_4: 0.20209285616874695 (0.2342372898544584) | > loss_disc_real_5: 0.24489644169807434 (0.23452895099208468) | > loss_0: 2.3975026607513428 (2.3244886909212386) | > loss_gen: 2.789400100708008 (2.592853682381766) | > loss_kl: 2.7896649837493896 (2.948094742638724) | > loss_feat: 6.546942234039307 (7.099442550114223) | > loss_mel: 17.534381866455078 (18.552279790242512) | > loss_duration: 2.0282204151153564 (2.3276963233947754) | > loss_1: 31.688610076904297 (33.52036721365791)  --> STEP: 22 | > loss_disc: 2.2491469383239746 (2.321064065803181) | > loss_disc_real_0: 0.14147178828716278 (0.13172538510777734) | > loss_disc_real_1: 0.2210892140865326 (0.18000430816953833) | > loss_disc_real_2: 0.27828776836395264 (0.2702585499395024) | > loss_disc_real_3: 0.2891186773777008 (0.2587037167765877) | > loss_disc_real_4: 0.24968074262142181 (0.23493926498022946) | > loss_disc_real_5: 0.22814923524856567 (0.23423896391283383) | > loss_0: 2.2491469383239746 (2.321064065803181) | > loss_gen: 2.90451717376709 (2.607020204717463) | > loss_kl: 2.129920721054077 (2.9109050143848765) | > loss_feat: 7.244067668914795 (7.106016419150612) | > loss_mel: 19.250699996948242 (18.58402616327459) | > loss_duration: 2.213628053665161 (2.322511402043429) | > loss_1: 33.74283218383789 (33.530479257757)  --> STEP: 23 | > loss_disc: 2.425994396209717 (2.325626254081726) | > loss_disc_real_0: 0.17380978167057037 (0.1335551414800727) | > loss_disc_real_1: 0.19803175330162048 (0.18078811013180277) | > loss_disc_real_2: 0.26321902871131897 (0.26995248379914655) | > loss_disc_real_3: 0.22334524989128113 (0.25716639212940046) | > loss_disc_real_4: 0.1621081531047821 (0.23177269489868826) | > loss_disc_real_5: 0.24911299347877502 (0.23488566085048343) | > loss_0: 2.425994396209717 (2.325626254081726) | > loss_gen: 2.4527978897094727 (2.600314886673637) | > loss_kl: 2.412099599838257 (2.889217822448067) | > loss_feat: 6.984031677246094 (7.100712734719981) | > loss_mel: 17.339895248413086 (18.529933514802348) | > loss_duration: 2.2625820636749268 (2.319905778636103) | > loss_1: 31.451406478881836 (33.44008478911026)  --> STEP: 24 | > loss_disc: 2.538090944290161 (2.3344789495070777) | > loss_disc_real_0: 0.1162981167435646 (0.13283609878271818) | > loss_disc_real_1: 0.15240709483623505 (0.17960556782782078) | > loss_disc_real_2: 0.363574743270874 (0.2738534112771352) | > loss_disc_real_3: 0.2647373080253601 (0.25748184695839876) | > loss_disc_real_4: 0.2549002170562744 (0.23273634165525436) | > loss_disc_real_5: 0.3029467463493347 (0.23772153941293558) | > loss_0: 2.538090944290161 (2.3344789495070777) | > loss_gen: 2.3390278816223145 (2.589427928129832) | > loss_kl: 2.5196011066436768 (2.8738171259562173) | > loss_feat: 6.672004222869873 (7.08284988005956) | > loss_mel: 14.55463981628418 (18.36429627736409) | > loss_duration: 2.4235081672668457 (2.3242225448290506) | > loss_1: 28.50878143310547 (33.23461381594339)  --> STEP: 25 | > loss_disc: 2.345552444458008 (2.334921889305115) | > loss_disc_real_0: 0.10370638221502304 (0.13167091012001036) | > loss_disc_real_1: 0.17480461299419403 (0.1794135296344757) | > loss_disc_real_2: 0.28340840339660645 (0.27423561096191407) | > loss_disc_real_3: 0.24762555956840515 (0.257087595462799) | > loss_disc_real_4: 0.18247896432876587 (0.23072604656219484) | > loss_disc_real_5: 0.2403549700975418 (0.23782687664031982) | > loss_0: 2.345552444458008 (2.334921889305115) | > loss_gen: 2.3798675537109375 (2.581045513153076) | > loss_kl: 2.758409261703491 (2.8692008113861083) | > loss_feat: 7.5427656173706055 (7.101246509552002) | > loss_mel: 17.69928741455078 (18.33769592285156) | > loss_duration: 2.384361743927002 (2.3266281127929687) | > loss_1: 32.76469039916992 (33.21581687927245)  --> STEP: 26 | > loss_disc: 2.5163235664367676 (2.3418988768871016) | > loss_disc_real_0: 0.07475584745407104 (0.12948186924824345) | > loss_disc_real_1: 0.1753673255443573 (0.1792579064002404) | > loss_disc_real_2: 0.27566784620285034 (0.2742906969327193) | > loss_disc_real_3: 0.23514539003372192 (0.2562436644847576) | > loss_disc_real_4: 0.23397907614707947 (0.2308511630846904) | > loss_disc_real_5: 0.2918816804885864 (0.23990590755756086) | > loss_0: 2.5163235664367676 (2.3418988768871016) | > loss_gen: 2.2016053199768066 (2.5664516595693736) | > loss_kl: 2.4861037731170654 (2.8544663099142222) | > loss_feat: 6.336649417877197 (7.071838929102971) | > loss_mel: 12.93143367767334 (18.129762759575474) | > loss_duration: 2.299391746520996 (2.3255805602440467) | > loss_1: 26.255184173583984 (32.94810023674597) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024251662767850435 (-0.0001271779720599833) | > avg_loss_disc: 2.3418988768871016 (-0.0748491012133079) | > avg_loss_disc_real_0: 0.12948186924824345 (+0.031040051952004405) | > avg_loss_disc_real_1: 0.1792579064002404 (-0.030270441220356853) | > avg_loss_disc_real_2: 0.2742906969327193 (+0.05784537299321246) | > avg_loss_disc_real_3: 0.2562436644847576 (+0.014313667439497385) | > avg_loss_disc_real_4: 0.2308511630846904 (+0.016753047704696655) | > avg_loss_disc_real_5: 0.23990590755756086 (+0.008790867832990795) | > avg_loss_0: 2.3418988768871016 (-0.0748491012133079) | > avg_loss_gen: 2.5664516595693736 (+0.2906197722141566) | > avg_loss_kl: 2.8544663099142222 (+0.0778097785436187) | > avg_loss_feat: 7.071838929102971 (+0.49087339181166456) | > avg_loss_mel: 18.129762759575474 (+0.787265484149632) | > avg_loss_duration: 2.3255805602440467 (-0.007565690920902313) | > avg_loss_1: 32.94810023674597 (+1.6390024331899689)  > EPOCH: 486/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:31:10)   --> TIME: 2024-06-11 12:31:19 -- STEP: 19/330 -- GLOBAL_STEP: 248400 | > loss_disc: 2.3043453693389893 (2.316139447061639) | > loss_disc_real_0: 0.10240142047405243 (0.10648341633771595) | > loss_disc_real_1: 0.184585303068161 (0.19921009242534637) | > loss_disc_real_2: 0.1829686164855957 (0.20735096617748863) | > loss_disc_real_3: 0.23044249415397644 (0.22675212355036484) | > loss_disc_real_4: 0.21218007802963257 (0.23376802237410294) | > loss_disc_real_5: 0.2087591588497162 (0.22002186037992177) | > loss_0: 2.3043453693389893 (2.316139447061639) | > grad_norm_0: tensor(5.1283, device='cuda:0') (tensor(9.8506, device='cuda:0')) | > loss_gen: 2.421431541442871 (2.502801167337518) | > loss_kl: 1.8719897270202637 (1.933584595981397) | > loss_feat: 7.168275833129883 (7.0064802169799805) | > loss_mel: 17.856584548950195 (18.02449597810444) | > loss_duration: 2.027702569961548 (2.1014910622646936) | > loss_1: 31.345985412597656 (31.568853277909128) | > grad_norm_1: tensor(90.0263, device='cuda:0') (tensor(95.0077, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3644 (0.3677481350145842) | > loader_time: 0.0038 (0.003202927739996659)  --> TIME: 2024-06-11 12:31:28 -- STEP: 44/330 -- GLOBAL_STEP: 248425 | > loss_disc: 2.2392380237579346 (2.3278911601413372) | > loss_disc_real_0: 0.07782424241304398 (0.10953588512810794) | > loss_disc_real_1: 0.19527308642864227 (0.19831393218853258) | > loss_disc_real_2: 0.19958087801933289 (0.20986151559786362) | > loss_disc_real_3: 0.23503844439983368 (0.22661809149113568) | > loss_disc_real_4: 0.24167142808437347 (0.23004960708997466) | > loss_disc_real_5: 0.21290241181850433 (0.21777394752610812) | > loss_0: 2.2392380237579346 (2.3278911601413372) | > grad_norm_0: tensor(9.3835, device='cuda:0') (tensor(9.3278, device='cuda:0')) | > loss_gen: 2.512998104095459 (2.5017567873001103) | > loss_kl: 2.1458866596221924 (1.922656313939528) | > loss_feat: 7.719741344451904 (7.129030845381997) | > loss_mel: 17.79108428955078 (17.942221424796365) | > loss_duration: 1.9424983263015747 (2.043469095771963) | > loss_1: 32.11220932006836 (31.53913467580622) | > grad_norm_1: tensor(133.9365, device='cuda:0') (tensor(91.6577, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3794 (0.366194101897153) | > loader_time: 0.0035 (0.00334896824576638)  --> TIME: 2024-06-11 12:31:37 -- STEP: 69/330 -- GLOBAL_STEP: 248450 | > loss_disc: 2.424078941345215 (2.3356230086174556) | > loss_disc_real_0: 0.10767237842082977 (0.10956065583488216) | > loss_disc_real_1: 0.18382571637630463 (0.19873356646385745) | > loss_disc_real_2: 0.2221967726945877 (0.2135345696107201) | > loss_disc_real_3: 0.24612922966480255 (0.22727734735910443) | > loss_disc_real_4: 0.24096669256687164 (0.22897207715373108) | > loss_disc_real_5: 0.2242121547460556 (0.21778699885243955) | > loss_0: 2.424078941345215 (2.3356230086174556) | > grad_norm_0: tensor(7.2461, device='cuda:0') (tensor(10.9769, device='cuda:0')) | > loss_gen: 2.450235605239868 (2.4998986548271738) | > loss_kl: 1.8148174285888672 (1.9172545861506807) | > loss_feat: 6.979045867919922 (7.133740494216698) | > loss_mel: 17.39093017578125 (17.965759470842887) | > loss_duration: 1.9583234786987305 (2.02665969254314) | > loss_1: 30.593353271484375 (31.54331309553506) | > grad_norm_1: tensor(62.5392, device='cuda:0') (tensor(119.1136, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3616 (0.36722911613574927) | > loader_time: 0.0043 (0.0034695224485535555)  --> TIME: 2024-06-11 12:31:47 -- STEP: 94/330 -- GLOBAL_STEP: 248475 | > loss_disc: 2.4555811882019043 (2.3403742846022255) | > loss_disc_real_0: 0.18516269326210022 (0.11123614401576366) | > loss_disc_real_1: 0.19716225564479828 (0.1991844911207544) | > loss_disc_real_2: 0.2352585643529892 (0.21342615830771466) | > loss_disc_real_3: 0.25940388441085815 (0.22790184949940823) | > loss_disc_real_4: 0.2462916523218155 (0.22985399419322927) | > loss_disc_real_5: 0.19296738505363464 (0.21807268467989374) | > loss_0: 2.4555811882019043 (2.3403742846022255) | > grad_norm_0: tensor(21.6103, device='cuda:0') (tensor(12.7584, device='cuda:0')) | > loss_gen: 2.5217177867889404 (2.504186944758639) | > loss_kl: 1.9759645462036133 (1.9267888170607546) | > loss_feat: 6.8968048095703125 (7.114935403174543) | > loss_mel: 17.907379150390625 (17.903262544185562) | > loss_duration: 2.0372602939605713 (2.0201478435638105) | > loss_1: 31.33912467956543 (31.4693217581891) | > grad_norm_1: tensor(293.0966, device='cuda:0') (tensor(147.2310, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3805 (0.3689090850505422) | > loader_time: 0.0039 (0.003587725314688175)  --> TIME: 2024-06-11 12:31:56 -- STEP: 119/330 -- GLOBAL_STEP: 248500 | > loss_disc: 2.273630142211914 (2.3426862344020556) | > loss_disc_real_0: 0.10854225605726242 (0.11202161314607668) | > loss_disc_real_1: 0.17878204584121704 (0.1988541629134106) | > loss_disc_real_2: 0.1998075693845749 (0.21244638757545406) | > loss_disc_real_3: 0.23334936797618866 (0.2284792942159316) | > loss_disc_real_4: 0.21459922194480896 (0.22985391681935607) | > loss_disc_real_5: 0.22055378556251526 (0.21933568913896545) | > loss_0: 2.273630142211914 (2.3426862344020556) | > grad_norm_0: tensor(27.4901, device='cuda:0') (tensor(14.3197, device='cuda:0')) | > loss_gen: 2.453859567642212 (2.4964944554978064) | > loss_kl: 1.9047552347183228 (1.9291202571211743) | > loss_feat: 7.022442817687988 (7.1164694152960255) | > loss_mel: 17.94672203063965 (17.929991409558216) | > loss_duration: 1.9932199716567993 (2.020028876657246) | > loss_1: 31.320999145507812 (31.492104570404823) | > grad_norm_1: tensor(310.1883, device='cuda:0') (tensor(171.7831, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3616 (0.3694418738870059) | > loader_time: 0.0039 (0.0036833526707496962) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_248500.pth  --> TIME: 2024-06-11 12:32:11 -- STEP: 144/330 -- GLOBAL_STEP: 248525 | > loss_disc: 2.3001091480255127 (2.345154394706091) | > loss_disc_real_0: 0.12122394889593124 (0.1124208453628752) | > loss_disc_real_1: 0.20043157041072845 (0.19862175070577195) | > loss_disc_real_2: 0.22185146808624268 (0.21366828069504767) | > loss_disc_real_3: 0.28280845284461975 (0.22824427413029802) | > loss_disc_real_4: 0.23626108467578888 (0.22908679333825907) | > loss_disc_real_5: 0.2393278181552887 (0.21948398080550963) | > loss_0: 2.3001091480255127 (2.345154394706091) | > grad_norm_0: tensor(5.9373, device='cuda:0') (tensor(16.3258, device='cuda:0')) | > loss_gen: 2.7209830284118652 (2.504219010472298) | > loss_kl: 1.8684271574020386 (1.9305218996273146) | > loss_feat: 7.715932369232178 (7.136142137977812) | > loss_mel: 18.265838623046875 (17.94203288025327) | > loss_duration: 2.0160224437713623 (2.02376424935129) | > loss_1: 32.58720397949219 (31.536680261294048) | > grad_norm_1: tensor(412.5700, device='cuda:0') (tensor(194.1241, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3704 (0.37099681960211867) | > loader_time: 0.0046 (0.0038040296898947824)  --> TIME: 2024-06-11 12:32:21 -- STEP: 169/330 -- GLOBAL_STEP: 248550 | > loss_disc: 2.2406444549560547 (2.34161795243709) | > loss_disc_real_0: 0.06474149227142334 (0.11315331462572312) | > loss_disc_real_1: 0.2128201127052307 (0.19882892768763932) | > loss_disc_real_2: 0.20665913820266724 (0.21263664220211773) | > loss_disc_real_3: 0.21288439631462097 (0.22793640381485752) | > loss_disc_real_4: 0.21511760354042053 (0.2275438567061396) | > loss_disc_real_5: 0.17876042425632477 (0.21862878848815107) | > loss_0: 2.2406444549560547 (2.34161795243709) | > grad_norm_0: tensor(16.5388, device='cuda:0') (tensor(19.7556, device='cuda:0')) | > loss_gen: 2.6521878242492676 (2.5113369614414927) | > loss_kl: 1.905755877494812 (1.9356113227866811) | > loss_feat: 7.763571739196777 (7.152546194178113) | > loss_mel: 17.866891860961914 (17.91315857475327) | > loss_duration: 2.068263292312622 (2.0279112567563025) | > loss_1: 32.25667190551758 (31.54056441854443) | > grad_norm_1: tensor(457.9536, device='cuda:0') (tensor(214.8092, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3855 (0.3722749461789103) | > loader_time: 0.0052 (0.00390910679066675)  --> TIME: 2024-06-11 12:32:30 -- STEP: 194/330 -- GLOBAL_STEP: 248575 | > loss_disc: 2.32950758934021 (2.343358188560328) | > loss_disc_real_0: 0.07123178243637085 (0.11361016559693002) | > loss_disc_real_1: 0.19614042341709137 (0.19820647456289567) | > loss_disc_real_2: 0.24567028880119324 (0.2131922212765389) | > loss_disc_real_3: 0.2480858862400055 (0.22793722751828813) | > loss_disc_real_4: 0.23001544177532196 (0.2276154976222933) | > loss_disc_real_5: 0.23957934975624084 (0.2191414220124176) | > loss_0: 2.32950758934021 (2.343358188560328) | > grad_norm_0: tensor(53.9841, device='cuda:0') (tensor(21.6110, device='cuda:0')) | > loss_gen: 2.571763038635254 (2.5146843600518927) | > loss_kl: 2.0629775524139404 (1.9405448449026679) | > loss_feat: 7.4206156730651855 (7.144117529859248) | > loss_mel: 18.154251098632812 (17.876421436821065) | > loss_duration: 2.073147773742676 (2.0349435388427413) | > loss_1: 32.282752990722656 (31.510711748575428) | > grad_norm_1: tensor(439.0576, device='cuda:0') (tensor(230.7186, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.3892 (0.3736379920821829) | > loader_time: 0.0052 (0.004031645882989942)  --> TIME: 2024-06-11 12:32:41 -- STEP: 219/330 -- GLOBAL_STEP: 248600 | > loss_disc: 2.426133632659912 (2.3438293454853913) | > loss_disc_real_0: 0.09207901358604431 (0.11545485462227913) | > loss_disc_real_1: 0.18049348890781403 (0.19822672234006125) | > loss_disc_real_2: 0.1879027932882309 (0.21259387252537626) | > loss_disc_real_3: 0.24460893869400024 (0.22782695926215552) | > loss_disc_real_4: 0.2393050193786621 (0.2271350790240449) | > loss_disc_real_5: 0.2202543467283249 (0.21935910435572062) | > loss_0: 2.426133632659912 (2.3438293454853913) | > grad_norm_0: tensor(33.9806, device='cuda:0') (tensor(24.2462, device='cuda:0')) | > loss_gen: 2.371187925338745 (2.518916353243127) | > loss_kl: 2.1873419284820557 (1.946942336483089) | > loss_feat: 7.615784645080566 (7.167059155903995) | > loss_mel: 17.278520584106445 (17.84932482297018) | > loss_duration: 2.0897767543792725 (2.042088910324932) | > loss_1: 31.54261016845703 (31.524331576203647) | > grad_norm_1: tensor(464.7488, device='cuda:0') (tensor(249.5923, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.4077 (0.3774014793030203) | > loader_time: 0.005 (0.004146031593078892)  --> TIME: 2024-06-11 12:32:51 -- STEP: 244/330 -- GLOBAL_STEP: 248625 | > loss_disc: 2.2944867610931396 (2.3454909891378684) | > loss_disc_real_0: 0.16091351211071014 (0.11690448189429084) | > loss_disc_real_1: 0.18856002390384674 (0.19849068164581157) | > loss_disc_real_2: 0.22628216445446014 (0.2127153738478168) | > loss_disc_real_3: 0.19785429537296295 (0.22784741864096922) | > loss_disc_real_4: 0.20832379162311554 (0.2269923776143887) | > loss_disc_real_5: 0.18714453279972076 (0.21941211441012679) | > loss_0: 2.2944867610931396 (2.3454909891378684) | > grad_norm_0: tensor(82.4442, device='cuda:0') (tensor(27.8325, device='cuda:0')) | > loss_gen: 2.434868335723877 (2.5193538685313994) | > loss_kl: 1.770363211631775 (1.9481795322699624) | > loss_feat: 6.9810662269592285 (7.152207857272664) | > loss_mel: 16.163135528564453 (17.81955225741277) | > loss_duration: 2.052593946456909 (2.050217492658584) | > loss_1: 29.402027130126953 (31.489511005214002) | > grad_norm_1: tensor(501.7130, device='cuda:0') (tensor(267.3386, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.4177 (0.3806666477781827) | > loader_time: 0.0054 (0.004279515782340628)  --> TIME: 2024-06-11 12:33:02 -- STEP: 269/330 -- GLOBAL_STEP: 248650 | > loss_disc: 2.3681342601776123 (2.345430290831952) | > loss_disc_real_0: 0.11724070459604263 (0.11711184446419481) | > loss_disc_real_1: 0.17951977252960205 (0.19834892446223687) | > loss_disc_real_2: 0.23092415928840637 (0.21258641884672597) | > loss_disc_real_3: 0.20129232108592987 (0.228148398844726) | > loss_disc_real_4: 0.20185472071170807 (0.22698147467521043) | > loss_disc_real_5: 0.24652136862277985 (0.21968554392401612) | > loss_0: 2.3681342601776123 (2.345430290831952) | > grad_norm_0: tensor(33.4366, device='cuda:0') (tensor(28.2441, device='cuda:0')) | > loss_gen: 2.3325600624084473 (2.5190596766631406) | > loss_kl: 1.9949992895126343 (1.9494533937659848) | > loss_feat: 7.13375997543335 (7.162047668017419) | > loss_mel: 17.461565017700195 (17.783675629853317) | > loss_duration: 2.1527442932128906 (2.057696439962848) | > loss_1: 31.07562828063965 (31.47193283307951) | > grad_norm_1: tensor(482.4816, device='cuda:0') (tensor(277.7947, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.434 (0.3850720504845828) | > loader_time: 0.0057 (0.004421373282223386)  --> TIME: 2024-06-11 12:33:14 -- STEP: 294/330 -- GLOBAL_STEP: 248675 | > loss_disc: 2.428649425506592 (2.3491438165002942) | > loss_disc_real_0: 0.10224407911300659 (0.1175100398535023) | > loss_disc_real_1: 0.18805059790611267 (0.19892420949173617) | > loss_disc_real_2: 0.214400053024292 (0.21282408837558456) | > loss_disc_real_3: 0.20485711097717285 (0.22850142905906756) | > loss_disc_real_4: 0.24107903242111206 (0.22693425665299097) | > loss_disc_real_5: 0.21682743728160858 (0.21968061725298563) | > loss_0: 2.428649425506592 (2.3491438165002942) | > grad_norm_0: tensor(15.9258, device='cuda:0') (tensor(29.0977, device='cuda:0')) | > loss_gen: 2.347184896469116 (2.5112242941953697) | > loss_kl: 2.101900100708008 (1.9534546761285692) | > loss_feat: 7.235345363616943 (7.160744221032073) | > loss_mel: 16.897153854370117 (17.733969396474407) | > loss_duration: 2.2043509483337402 (2.067475305122583) | > loss_1: 30.78593635559082 (31.42686790025153) | > grad_norm_1: tensor(97.3958, device='cuda:0') (tensor(289.5298, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.4667 (0.39114258078490804) | > loader_time: 0.0066 (0.0045858808115226074)  --> TIME: 2024-06-11 12:33:27 -- STEP: 319/330 -- GLOBAL_STEP: 248700 | > loss_disc: 2.311401844024658 (2.3526784566502585) | > loss_disc_real_0: 0.08600055426359177 (0.11940482390758386) | > loss_disc_real_1: 0.18692784011363983 (0.19891589833277523) | > loss_disc_real_2: 0.24609245359897614 (0.212744923454467) | > loss_disc_real_3: 0.24388225376605988 (0.22882216589577892) | > loss_disc_real_4: 0.27071455121040344 (0.2271530736109306) | > loss_disc_real_5: 0.22768272459506989 (0.2197273504397712) | > loss_0: 2.311401844024658 (2.3526784566502585) | > grad_norm_0: tensor(40.2990, device='cuda:0') (tensor(31.5916, device='cuda:0')) | > loss_gen: 2.6454286575317383 (2.509081328550476) | > loss_kl: 1.9499646425247192 (1.957383485797057) | > loss_feat: 9.455954551696777 (7.172551129678949) | > loss_mel: 17.535287857055664 (17.693295744892954) | > loss_duration: 2.250556707382202 (2.081008891700578) | > loss_1: 33.83719253540039 (31.41332058921503) | > grad_norm_1: tensor(427.6851, device='cuda:0') (tensor(304.2060, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.5504 (0.4016198312227256) | > loader_time: 0.0089 (0.004851783704608212)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5837345123291016 (2.5837345123291016) | > loss_disc_real_0: 0.03481325879693031 (0.03481325879693031) | > loss_disc_real_1: 0.2058524787425995 (0.2058524787425995) | > loss_disc_real_2: 0.18992836773395538 (0.18992836773395538) | > loss_disc_real_3: 0.26670292019844055 (0.26670292019844055) | > loss_disc_real_4: 0.3006924092769623 (0.3006924092769623) | > loss_disc_real_5: 0.27080193161964417 (0.27080193161964417) | > loss_0: 2.5837345123291016 (2.5837345123291016) | > loss_gen: 2.072044849395752 (2.072044849395752) | > loss_kl: 2.3343355655670166 (2.3343355655670166) | > loss_feat: 6.739691257476807 (6.739691257476807) | > loss_mel: 17.064773559570312 (17.064773559570312) | > loss_duration: 3.065316677093506 (3.065316677093506) | > loss_1: 31.27616310119629 (31.27616310119629)  --> STEP: 1 | > loss_disc: 2.369847536087036 (2.369847536087036) | > loss_disc_real_0: 0.07612109929323196 (0.07612109929323196) | > loss_disc_real_1: 0.20643728971481323 (0.20643728971481323) | > loss_disc_real_2: 0.18168753385543823 (0.18168753385543823) | > loss_disc_real_3: 0.2383030205965042 (0.2383030205965042) | > loss_disc_real_4: 0.2552346885204315 (0.2552346885204315) | > loss_disc_real_5: 0.22223658859729767 (0.22223658859729767) | > loss_0: 2.369847536087036 (2.369847536087036) | > loss_gen: 2.1708898544311523 (2.1708898544311523) | > loss_kl: 2.851619243621826 (2.851619243621826) | > loss_feat: 4.664262294769287 (4.664262294769287) | > loss_mel: 15.170740127563477 (15.170740127563477) | > loss_duration: 2.4055042266845703 (2.4055042266845703) | > loss_1: 27.263017654418945 (27.263017654418945)  --> STEP: 2 | > loss_disc: 2.499150037765503 (2.4344987869262695) | > loss_disc_real_0: 0.0427650585770607 (0.05944307893514633) | > loss_disc_real_1: 0.1320110559463501 (0.16922417283058167) | > loss_disc_real_2: 0.20164228975772858 (0.1916649118065834) | > loss_disc_real_3: 0.25539714097976685 (0.24685008078813553) | > loss_disc_real_4: 0.30430322885513306 (0.2797689586877823) | > loss_disc_real_5: 0.3646455705165863 (0.293441079556942) | > loss_0: 2.499150037765503 (2.4344987869262695) | > loss_gen: 2.1969361305236816 (2.183912992477417) | > loss_kl: 2.4041430950164795 (2.627881169319153) | > loss_feat: 5.873233795166016 (5.268748044967651) | > loss_mel: 19.635225296020508 (17.402982711791992) | > loss_duration: 2.5277814865112305 (2.4666428565979004) | > loss_1: 32.6373176574707 (29.950167655944824)  --> STEP: 3 | > loss_disc: 2.278128147125244 (2.3823752403259277) | > loss_disc_real_0: 0.08825266361236572 (0.0690462738275528) | > loss_disc_real_1: 0.18346965312957764 (0.17397266626358032) | > loss_disc_real_2: 0.21105453372001648 (0.1981281191110611) | > loss_disc_real_3: 0.21693189442157745 (0.23687735199928284) | > loss_disc_real_4: 0.14799748361110687 (0.23584513366222382) | > loss_disc_real_5: 0.18218103051185608 (0.25635439654191333) | > loss_0: 2.278128147125244 (2.3823752403259277) | > loss_gen: 2.180385112762451 (2.1827370325724282) | > loss_kl: 3.090968608856201 (2.7822436491648355) | > loss_feat: 6.358438968658447 (5.631978352864583) | > loss_mel: 15.165931701660156 (16.657299041748047) | > loss_duration: 2.3215982913970947 (2.418294668197632) | > loss_1: 29.11732292175293 (29.672552744547527)  --> STEP: 4 | > loss_disc: 2.531035900115967 (2.4195404052734375) | > loss_disc_real_0: 0.04684443771839142 (0.06349581480026245) | > loss_disc_real_1: 0.11986517161130905 (0.1604457926005125) | > loss_disc_real_2: 0.14334435760974884 (0.18443217873573303) | > loss_disc_real_3: 0.2524411082267761 (0.24076829105615616) | > loss_disc_real_4: 0.17558136582374573 (0.2207791917026043) | > loss_disc_real_5: 0.22705413401126862 (0.24902933090925217) | > loss_0: 2.531035900115967 (2.4195404052734375) | > loss_gen: 1.8203527927398682 (2.0921409726142883) | > loss_kl: 3.068431854248047 (2.8537907004356384) | > loss_feat: 9.751108169555664 (6.6617608070373535) | > loss_mel: 18.90630531311035 (17.219550609588623) | > loss_duration: 2.354010820388794 (2.4022237062454224) | > loss_1: 35.900211334228516 (31.229467391967773)  --> STEP: 5 | > loss_disc: 2.1900827884674072 (2.3736488819122314) | > loss_disc_real_0: 0.09344801306724548 (0.06948625445365905) | > loss_disc_real_1: 0.18931931257247925 (0.16622049659490584) | > loss_disc_real_2: 0.19638636708259583 (0.1868230164051056) | > loss_disc_real_3: 0.2384263575077057 (0.24029990434646606) | > loss_disc_real_4: 0.24129216372966766 (0.22488178610801696) | > loss_disc_real_5: 0.19508059322834015 (0.23823958337306977) | > loss_0: 2.1900827884674072 (2.3736488819122314) | > loss_gen: 2.5443215370178223 (2.1825770854949953) | > loss_kl: 3.132720470428467 (2.909576654434204) | > loss_feat: 7.446372985839844 (6.818683242797851) | > loss_mel: 19.75562858581543 (17.726766204833986) | > loss_duration: 2.376535415649414 (2.3970860481262206) | > loss_1: 35.255577087402344 (32.034689331054686)  --> STEP: 6 | > loss_disc: 2.5322604179382324 (2.400084137916565) | > loss_disc_real_0: 0.08327248692512512 (0.07178395986557007) | > loss_disc_real_1: 0.18186905980110168 (0.16882859046260515) | > loss_disc_real_2: 0.20983724296092987 (0.1906587208310763) | > loss_disc_real_3: 0.28310075402259827 (0.2474333792924881) | > loss_disc_real_4: 0.29672133922576904 (0.23685504496097565) | > loss_disc_real_5: 0.21818982064723969 (0.23489795625209808) | > loss_0: 2.5322604179382324 (2.400084137916565) | > loss_gen: 2.0889806747436523 (2.1669776837031045) | > loss_kl: 2.7153139114379883 (2.8771995306015015) | > loss_feat: 5.700922966003418 (6.632389863332112) | > loss_mel: 18.715002059936523 (17.891472180684406) | > loss_duration: 2.137779712677002 (2.353868325551351) | > loss_1: 31.35799789428711 (31.921907424926758)  --> STEP: 7 | > loss_disc: 2.543078899383545 (2.4205119609832764) | > loss_disc_real_0: 0.09516016393899918 (0.07512341759034566) | > loss_disc_real_1: 0.21258927881717682 (0.1750801173704011) | > loss_disc_real_2: 0.2609754800796509 (0.20070397215230124) | > loss_disc_real_3: 0.30027419328689575 (0.2549820670059749) | > loss_disc_real_4: 0.272335410118103 (0.24192366855485098) | > loss_disc_real_5: 0.24725520610809326 (0.2366632776600974) | > loss_0: 2.543078899383545 (2.4205119609832764) | > loss_gen: 2.142331123352051 (2.163456746510097) | > loss_kl: 3.585277795791626 (2.978353568485805) | > loss_feat: 4.943019866943359 (6.391051292419434) | > loss_mel: 16.439865112304688 (17.684099742344447) | > loss_duration: 2.55289888381958 (2.3823012624468123) | > loss_1: 29.66339111328125 (31.599262237548828)  --> STEP: 8 | > loss_disc: 2.365138530731201 (2.413590282201767) | > loss_disc_real_0: 0.08124593645334244 (0.07588873244822025) | > loss_disc_real_1: 0.13836871087551117 (0.17049119155853987) | > loss_disc_real_2: 0.23539204895496368 (0.20503998175263405) | > loss_disc_real_3: 0.3189685046672821 (0.2629803717136383) | > loss_disc_real_4: 0.20437654852867126 (0.23723027855157852) | > loss_disc_real_5: 0.15885606408119202 (0.22693737596273422) | > loss_0: 2.365138530731201 (2.413590282201767) | > loss_gen: 2.2336435317993164 (2.1722300946712494) | > loss_kl: 2.804094076156616 (2.9565711319446564) | > loss_feat: 7.095665454864502 (6.479128062725067) | > loss_mel: 18.7685604095459 (17.81965732574463) | > loss_duration: 2.2307562828063965 (2.3633581399917603) | > loss_1: 33.13271713256836 (31.79094409942627)  --> STEP: 9 | > loss_disc: 2.548337459564209 (2.428562190797594) | > loss_disc_real_0: 0.09083230793476105 (0.07754912972450256) | > loss_disc_real_1: 0.15946640074253082 (0.16926621480120552) | > loss_disc_real_2: 0.24080786108970642 (0.2090141905678643) | > loss_disc_real_3: 0.2771534025669098 (0.26455515291955733) | > loss_disc_real_4: 0.20820774137973785 (0.23400555219915178) | > loss_disc_real_5: 0.1416080892086029 (0.21745634410116407) | > loss_0: 2.548337459564209 (2.428562190797594) | > loss_gen: 1.972756266593933 (2.150066335995992) | > loss_kl: 2.546036958694458 (2.9109562238057456) | > loss_feat: 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(32.122330284118654)  --> STEP: 11 | > loss_disc: 2.530120849609375 (2.4442561756480825) | > loss_disc_real_0: 0.06389216333627701 (0.07982918281446803) | > loss_disc_real_1: 0.14974406361579895 (0.16487983072345908) | > loss_disc_real_2: 0.23198693990707397 (0.21187240020795303) | > loss_disc_real_3: 0.3075772225856781 (0.2692191925915805) | > loss_disc_real_4: 0.24919821321964264 (0.23978229544379495) | > loss_disc_real_5: 0.315779447555542 (0.2364126362583854) | > loss_0: 2.530120849609375 (2.4442561756480825) | > loss_gen: 2.166604995727539 (2.1519667343659834) | > loss_kl: 3.3838822841644287 (2.931760462847623) | > loss_feat: 5.165779113769531 (6.567679361863569) | > loss_mel: 18.290029525756836 (18.0560996315696) | > loss_duration: 2.530712127685547 (2.3616133603182705) | > loss_1: 31.53700828552246 (32.06911919333718)  --> STEP: 12 | > loss_disc: 2.623950481414795 (2.4592307011286416) | > loss_disc_real_0: 0.09696544706821442 (0.08125720483561356) | > loss_disc_real_1: 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loss_disc_real_4: 0.32549574971199036 (0.24656649965506333) | > loss_disc_real_5: 0.34087032079696655 (0.24276694311545446) | > loss_0: 2.7568817138671875 (2.482126932877761) | > loss_gen: 2.054731607437134 (2.127559881943923) | > loss_kl: 2.806349277496338 (2.852256041306716) | > loss_feat: 3.96919846534729 (6.1661182183485765) | > loss_mel: 15.503150939941406 (17.417604593130257) | > loss_duration: 2.2561941146850586 (2.343153109917274) | > loss_1: 26.589622497558594 (30.906691331129807)  --> STEP: 14 | > loss_disc: 2.5056657791137695 (2.4838082790374756) | > loss_disc_real_0: 0.054665904492139816 (0.0825522683028664) | > loss_disc_real_1: 0.1427028477191925 (0.17260367795825005) | > loss_disc_real_2: 0.18859946727752686 (0.2060422482235091) | > loss_disc_real_3: 0.30538350343704224 (0.2751696982554027) | > loss_disc_real_4: 0.2600559890270233 (0.24753003461020334) | > loss_disc_real_5: 0.29612627625465393 (0.2465783240539687) | > loss_0: 2.5056657791137695 (2.4838082790374756) | > loss_gen: 2.096933364868164 (2.1253722735813687) | > loss_kl: 2.8974111080169678 (2.8554814032145908) | > loss_feat: 6.754244804382324 (6.20812726020813) | > loss_mel: 18.874847412109375 (17.52169336591448) | > loss_duration: 2.3483123779296875 (2.343521629061018) | > loss_1: 32.97174835205078 (31.054195404052734)  --> STEP: 15 | > loss_disc: 2.6608595848083496 (2.4956116994222004) | > loss_disc_real_0: 0.19588661193847656 (0.09010789121190707) | > loss_disc_real_1: 0.2009507417678833 (0.1744934822122256) | > loss_disc_real_2: 0.25017237663269043 (0.2089842567841212) | > loss_disc_real_3: 0.2979547083377838 (0.2766886989275614) | > loss_disc_real_4: 0.2554073929786682 (0.24805519183476765) | > loss_disc_real_5: 0.32521000504493713 (0.25182043612003324) | > loss_0: 2.6608595848083496 (2.4956116994222004) | > loss_gen: 2.279998302459717 (2.135680675506592) | > loss_kl: 3.0099689960479736 (2.86578057607015) | > loss_feat: 5.709869384765625 (6.174910068511963) | > loss_mel: 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loss_disc_real_2: 0.1462886929512024 (0.20857392251491547) | > loss_disc_real_3: 0.26001790165901184 (0.2757972064945433) | > loss_disc_real_4: 0.18279436230659485 (0.2429137643840578) | > loss_disc_real_5: 0.23440560698509216 (0.25034137318531674) | > loss_0: 2.3557350635528564 (2.4848614003923206) | > loss_gen: 2.025660991668701 (2.1394717428419323) | > loss_kl: 3.081770420074463 (2.8012903001573353) | > loss_feat: 8.688374519348145 (6.235213756561279) | > loss_mel: 20.83308219909668 (17.519848929511177) | > loss_duration: 2.26863169670105 (2.3466074334250555) | > loss_1: 36.897518157958984 (31.04243172539605)  --> STEP: 19 | > loss_disc: 2.9224634170532227 (2.5078930854797363) | > loss_disc_real_0: 0.07106193155050278 (0.0879455485234135) | > loss_disc_real_1: 0.24368725717067719 (0.18038889334390037) | > loss_disc_real_2: 0.2605840861797333 (0.21131129954990588) | > loss_disc_real_3: 0.33000773191452026 (0.2786503920429631) | > loss_disc_real_4: 0.23855580389499664 (0.24268439804252825) | > loss_disc_real_5: 0.31760966777801514 (0.25388180974282715) | > loss_0: 2.9224634170532227 (2.5078930854797363) | > loss_gen: 1.8450826406478882 (2.1239775795685616) | > loss_kl: 1.7144099473953247 (2.7440860710645976) | > loss_feat: 4.766086578369141 (6.157891273498535) | > loss_mel: 16.45020294189453 (17.463551772268193) | > loss_duration: 2.307995557785034 (2.344575229444002) | > loss_1: 27.083776473999023 (30.83408144900673)  --> STEP: 20 | > loss_disc: 2.490744113922119 (2.5070356369018554) | > loss_disc_real_0: 0.08093219995498657 (0.08759488109499217) | > loss_disc_real_1: 0.14707712829113007 (0.17872330509126186) | > loss_disc_real_2: 0.2308454066514969 (0.21228800490498542) | > loss_disc_real_3: 0.2776838541030884 (0.27860206514596936) | > loss_disc_real_4: 0.22543659806251526 (0.2418220080435276) | > loss_disc_real_5: 0.27717044949531555 (0.2550462417304516) | > loss_0: 2.490744113922119 (2.5070356369018554) | > loss_gen: 2.141742706298828 (2.124865835905075) | > loss_kl: 2.0255632400512695 (2.7081599295139314) | > loss_feat: 5.989560127258301 (6.149474716186523) | > loss_mel: 18.98541831970215 (17.53964509963989) | > loss_duration: 2.338897466659546 (2.3442913413047792) | > loss_1: 31.481182098388672 (30.86643648147583)  --> STEP: 21 | > loss_disc: 2.512629985809326 (2.5073020344688777) | > loss_disc_real_0: 0.12188513576984406 (0.08922775036522321) | > loss_disc_real_1: 0.18166875839233398 (0.1788635647722653) | > loss_disc_real_2: 0.19925110042095184 (0.21166719992955527) | > loss_disc_real_3: 0.25670772790908813 (0.2775594776584988) | > loss_disc_real_4: 0.2652157247066498 (0.24293599455129533) | > loss_disc_real_5: 0.2662176489830017 (0.25557821350438253) | > loss_0: 2.512629985809326 (2.5073020344688777) | > loss_gen: 2.0694503784179688 (2.1222270045961653) | > loss_kl: 2.3345723152160645 (2.690370043118795) | > loss_feat: 3.9647703170776367 (6.045441173371815) | > loss_mel: 15.554658889770508 (17.44512194678897) | > loss_duration: 2.1925418376922607 (2.3370651744660877) | > loss_1: 26.11599349975586 (30.640224910917738)  --> STEP: 22 | > loss_disc: 2.304203510284424 (2.498070283369584) | > loss_disc_real_0: 0.06919925659894943 (0.08831736428493803) | > loss_disc_real_1: 0.09627319872379303 (0.1751094572246075) | > loss_disc_real_2: 0.21160714328289032 (0.21166447008197958) | > loss_disc_real_3: 0.23381413519382477 (0.27557105300101364) | > loss_disc_real_4: 0.18767984211444855 (0.2404243512587114) | > loss_disc_real_5: 0.21295210719108582 (0.2536406632174145) | > loss_0: 2.304203510284424 (2.498070283369584) | > loss_gen: 2.028566360473633 (2.1179697025905955) | > loss_kl: 2.1438589096069336 (2.665528627959165) | > loss_feat: 6.753924369812012 (6.0776449550281875) | > loss_mel: 20.288747787475586 (17.57437766682018) | > loss_duration: 2.1965794563293457 (2.3306794600053267) | > loss_1: 33.411678314208984 (30.766200065612793)  --> STEP: 23 | > loss_disc: 2.574342727661133 (2.5013864765996514) | > loss_disc_real_0: 0.2381279319524765 (0.09483086722700493) | > loss_disc_real_1: 0.217326819896698 (0.17694499473208966) | > loss_disc_real_2: 0.2512367069721222 (0.21338500212068143) | > loss_disc_real_3: 0.29889509081840515 (0.2765851416017698) | > loss_disc_real_4: 0.24482321739196777 (0.2406156063079834) | > loss_disc_real_5: 0.2473353147506714 (0.25336651763190393) | > loss_0: 2.574342727661133 (2.5013864765996514) | > loss_gen: 2.2740139961242676 (2.1247542370920596) | > loss_kl: 2.4384076595306396 (2.655653803244881) | > loss_feat: 4.530277729034424 (6.010368119115415) | > loss_mel: 16.003116607666016 (17.506061968596086) | > loss_duration: 2.282485008239746 (2.328584049058997) | > loss_1: 27.528301239013672 (30.625421855760656)  --> STEP: 24 | > loss_disc: 2.4880151748657227 (2.5008293390274043) | > loss_disc_real_0: 0.07334810495376587 (0.09393575213228662) | > loss_disc_real_1: 0.176436185836792 (0.17692379436145225) | > loss_disc_real_2: 0.2035955935716629 (0.21297711009780565) | > loss_disc_real_3: 0.3020620346069336 (0.2776466788103183) | > loss_disc_real_4: 0.20783451199531555 (0.2392497273782889) | > loss_disc_real_5: 0.15525297820568085 (0.24927845348914465) | > loss_0: 2.4880151748657227 (2.5008293390274043) | > loss_gen: 2.043220281600952 (2.1213569889465966) | > loss_kl: 2.8388619422912598 (2.663287475705147) | > loss_feat: 7.666888236999512 (6.079389790693919) | > loss_mel: 18.856475830078125 (17.562329212824505) | > loss_duration: 2.428524971008301 (2.3327482541402182) | > loss_1: 33.8339729309082 (30.759111483891804)  --> STEP: 25 | > loss_disc: 2.6204910278320312 (2.5056158065795895) | > loss_disc_real_0: 0.11435092985630035 (0.09475235924124718) | > loss_disc_real_1: 0.18554635345935822 (0.1772686967253685) | > loss_disc_real_2: 0.24289649724960327 (0.21417388558387757) | > loss_disc_real_3: 0.2692278325557709 (0.2773099249601364) | > loss_disc_real_4: 0.22978705167770386 (0.2388712203502655) | > loss_disc_real_5: 0.233661949634552 (0.24865379333496093) | > loss_0: 2.6204910278320312 (2.5056158065795895) | > loss_gen: 1.9420894384384155 (2.1141862869262695) | > loss_kl: 2.850255250930786 (2.6707661867141725) | > loss_feat: 5.8593363761901855 (6.070587654113769) | > loss_mel: 17.383014678955078 (17.55515663146973) | > loss_duration: 2.3375625610351562 (2.3329408264160154) | > loss_1: 30.372257232666016 (30.743637313842772)  --> STEP: 26 | > loss_disc: 2.89983868598938 (2.520778225018428) | > loss_disc_real_0: 0.09928915649652481 (0.09492685144337323) | > loss_disc_real_1: 0.21466828882694244 (0.17870714257542902) | > loss_disc_real_2: 0.16644568741321564 (0.21233818565423673) | > loss_disc_real_3: 0.28853046894073486 (0.2777414843440056) | > loss_disc_real_4: 0.26954185962677 (0.24005086032243875) | > loss_disc_real_5: 0.13510951399803162 (0.24428670566815597) | > loss_0: 2.89983868598938 (2.520778225018428) | > loss_gen: 1.8954854011535645 (2.10577471439655) | > loss_kl: 2.5349764823913574 (2.6655435057786794) | > loss_feat: 12.139721870422363 (6.304015893202561) | > loss_mel: 21.60039710998535 (17.71074280372033) | > loss_duration: 2.293339729309082 (2.331417707296518) | > loss_1: 40.46391677856445 (31.11749421633207) --> EVAL PERFORMANCE | > avg_loader_time: 0.002353604023273175 (-7.156225351186846e-05) | > avg_loss_disc: 2.520778225018428 (+0.17887934813132622) | > avg_loss_disc_real_0: 0.09492685144337323 (-0.03455501780487022) | > avg_loss_disc_real_1: 0.17870714257542902 (-0.0005507638248113678) | > avg_loss_disc_real_2: 0.21233818565423673 (-0.06195251127848256) | > avg_loss_disc_real_3: 0.2777414843440056 (+0.02149781985924798) | > avg_loss_disc_real_4: 0.24005086032243875 (+0.009199697237748355) | > avg_loss_disc_real_5: 0.24428670566815597 (+0.004380798110595108) | > avg_loss_0: 2.520778225018428 (+0.17887934813132622) | > avg_loss_gen: 2.10577471439655 (-0.4606769451728234) | > avg_loss_kl: 2.6655435057786794 (-0.18892280413554285) | > avg_loss_feat: 6.304015893202561 (-0.7678230359004097) | > avg_loss_mel: 17.71074280372033 (-0.41901995585514484) | > avg_loss_duration: 2.331417707296518 (+0.005837147052471181) | > avg_loss_1: 31.11749421633207 (-1.830606020413903)  > EPOCH: 487/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:33:53)   --> TIME: 2024-06-11 12:34:00 -- STEP: 14/330 -- GLOBAL_STEP: 248725 | > loss_disc: 2.3008978366851807 (2.354366898536682) | > loss_disc_real_0: 0.09721805900335312 (0.11232791787811688) | > loss_disc_real_1: 0.2529858648777008 (0.20404422389609472) | > loss_disc_real_2: 0.22365590929985046 (0.20527918211051396) | > loss_disc_real_3: 0.23498663306236267 (0.22132785937615804) | > loss_disc_real_4: 0.25560522079467773 (0.23293224296399526) | > loss_disc_real_5: 0.2335732877254486 (0.2192769976598876) | > loss_0: 2.3008978366851807 (2.354366898536682) | > grad_norm_0: tensor(15.9477, device='cuda:0') (tensor(8.4266, device='cuda:0')) | > loss_gen: 2.621779680252075 (2.485303350857326) | > loss_kl: 1.706081509590149 (1.8857244168009077) | > loss_feat: 7.0625834465026855 (6.862670489719936) | > loss_mel: 17.67244529724121 (18.192147527422225) | > loss_duration: 2.045389175415039 (2.11502457516534) | > loss_1: 31.108280181884766 (31.54087025778634) | > grad_norm_1: tensor(165.1715, device='cuda:0') (tensor(125.0860, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3579 (0.35952396052224295) | > loader_time: 0.0039 (0.003203817776271275)  --> TIME: 2024-06-11 12:34:09 -- STEP: 39/330 -- GLOBAL_STEP: 248750 | > loss_disc: 2.453709840774536 (2.3597408074599047) | > loss_disc_real_0: 0.11832129955291748 (0.11345458947695218) | > loss_disc_real_1: 0.15987475216388702 (0.20090457988091004) | > loss_disc_real_2: 0.20640422403812408 (0.20813493468822578) | > loss_disc_real_3: 0.20548968017101288 (0.2281054655710856) | > loss_disc_real_4: 0.2508804202079773 (0.2322605924728589) | > loss_disc_real_5: 0.2360447198152542 (0.220570119145589) | > loss_0: 2.453709840774536 (2.3597408074599047) | > grad_norm_0: tensor(16.8949, device='cuda:0') (tensor(10.2942, device='cuda:0')) | > loss_gen: 2.393761157989502 (2.4779753257066774) | > loss_kl: 2.000183582305908 (1.9104147843825512) | > loss_feat: 7.780104160308838 (6.979391256968181) | > loss_mel: 18.444059371948242 (18.036192673903248) | > loss_duration: 2.0287482738494873 (2.050857455302507) | > loss_1: 32.646854400634766 (31.45483124561799) | > grad_norm_1: tensor(158.1718, device='cuda:0') (tensor(110.1130, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3436 (0.35824518937330985) | > loader_time: 0.0044 (0.0032939482957888874)  --> TIME: 2024-06-11 12:34:18 -- STEP: 64/330 -- GLOBAL_STEP: 248775 | > loss_disc: 2.262685775756836 (2.3637589439749704) | > loss_disc_real_0: 0.08970563113689423 (0.11289741622749716) | > loss_disc_real_1: 0.18740448355674744 (0.1995896538719535) | > loss_disc_real_2: 0.219167560338974 (0.2097031504381448) | > loss_disc_real_3: 0.21644970774650574 (0.22944217338226736) | > loss_disc_real_4: 0.2338823676109314 (0.2318314842414111) | > loss_disc_real_5: 0.2425159066915512 (0.2222461379133165) | > loss_0: 2.262685775756836 (2.3637589439749704) | > grad_norm_0: tensor(8.8244, device='cuda:0') (tensor(11.1737, device='cuda:0')) | > loss_gen: 2.4241271018981934 (2.4680008068680763) | > loss_kl: 1.9063111543655396 (1.9040535222738981) | > loss_feat: 7.310561656951904 (6.9570576921105385) | > loss_mel: 18.546398162841797 (18.037626773118976) | > loss_duration: 2.008800506591797 (2.027622537687421) | > loss_1: 32.196197509765625 (31.394361287355423) | > grad_norm_1: tensor(58.7009, device='cuda:0') (tensor(119.3337, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3721 (0.36341220885515213) | > loader_time: 0.0041 (0.0034738369286060333)  --> TIME: 2024-06-11 12:34:28 -- STEP: 89/330 -- GLOBAL_STEP: 248800 | > loss_disc: 2.3080997467041016 (2.354818697725788) | > loss_disc_real_0: 0.09900406002998352 (0.11362737216306536) | > loss_disc_real_1: 0.1895899772644043 (0.19863255673579955) | > loss_disc_real_2: 0.27655962109565735 (0.2101295210337371) | > loss_disc_real_3: 0.224899023771286 (0.2285503339901399) | > loss_disc_real_4: 0.20808205008506775 (0.23138848633578654) | > loss_disc_real_5: 0.22475694119930267 (0.2216370129183437) | > loss_0: 2.3080997467041016 (2.354818697725788) | > grad_norm_0: tensor(17.5591, device='cuda:0') (tensor(10.6751, device='cuda:0')) | > loss_gen: 2.458930253982544 (2.4806503231605785) | > loss_kl: 2.0593631267547607 (1.906394484337796) | > loss_feat: 6.856738567352295 (6.978311297598849) | > loss_mel: 17.646713256835938 (17.996779709719554) | > loss_duration: 2.0321693420410156 (2.02010940835717) | > loss_1: 31.05391502380371 (31.382245288806015) | > grad_norm_1: tensor(196.9707, device='cuda:0') (tensor(117.0731, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3732 (0.3646828056721206) | > loader_time: 0.0038 (0.00356472208258811)  --> TIME: 2024-06-11 12:34:37 -- STEP: 114/330 -- GLOBAL_STEP: 248825 | > loss_disc: 2.4079322814941406 (2.3608837064943806) | > loss_disc_real_0: 0.10414521396160126 (0.11472729593515396) | > loss_disc_real_1: 0.24947676062583923 (0.19873471139815815) | > loss_disc_real_2: 0.1681099385023117 (0.21141308898988523) | > loss_disc_real_3: 0.2195330411195755 (0.22779247007871928) | > loss_disc_real_4: 0.2633635401725769 (0.23145316776476407) | > loss_disc_real_5: 0.24717798829078674 (0.22143358946369404) | > loss_0: 2.4079322814941406 (2.3608837064943806) | > grad_norm_0: tensor(8.3619, device='cuda:0') (tensor(11.6269, device='cuda:0')) | > loss_gen: 2.467264413833618 (2.4707068999608346) | > loss_kl: 2.0158891677856445 (1.9125499505745738) | > loss_feat: 6.402186870574951 (6.960029217234829) | > loss_mel: 17.431211471557617 (17.961179432116065) | > loss_duration: 2.0263383388519287 (2.0190919334428346) | > loss_1: 30.3428897857666 (31.323557535807293) | > grad_norm_1: tensor(343.2689, device='cuda:0') (tensor(135.6633, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3925 (0.36874553613495414) | > loader_time: 0.0036 (0.0036474403582121197)  --> TIME: 2024-06-11 12:34:47 -- STEP: 139/330 -- GLOBAL_STEP: 248850 | > loss_disc: 2.2339751720428467 (2.3566584209744015) | > loss_disc_real_0: 0.1029844880104065 (0.11484479587927139) | > loss_disc_real_1: 0.138316810131073 (0.1984392986666384) | > loss_disc_real_2: 0.20856375992298126 (0.2106319064502236) | > loss_disc_real_3: 0.21336475014686584 (0.2280316231705302) | > loss_disc_real_4: 0.20153208076953888 (0.2313067547494559) | > loss_disc_real_5: 0.19541403651237488 (0.2213416319313667) | > loss_0: 2.2339751720428467 (2.3566584209744015) | > grad_norm_0: tensor(16.0351, device='cuda:0') (tensor(13.8336, device='cuda:0')) | > loss_gen: 2.6809935569763184 (2.475373254405508) | > loss_kl: 1.8804070949554443 (1.910521303149436) | > loss_feat: 8.113146781921387 (6.9744176521575705) | > loss_mel: 17.793197631835938 (17.96308227923277) | > loss_duration: 2.084254264831543 (2.0231700089338007) | > loss_1: 32.551998138427734 (31.3465646016512) | > grad_norm_1: tensor(372.9444, device='cuda:0') (tensor(163.3532, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.361 (0.37014265026119975) | > loader_time: 0.0042 (0.0037637768889502658)  --> TIME: 2024-06-11 12:34:57 -- STEP: 164/330 -- GLOBAL_STEP: 248875 | > loss_disc: 2.2981438636779785 (2.358890937595833) | > loss_disc_real_0: 0.15514934062957764 (0.11609190684266207) | > loss_disc_real_1: 0.18677552044391632 (0.19843343908830388) | > loss_disc_real_2: 0.19875946640968323 (0.21163637817996303) | > loss_disc_real_3: 0.2329360842704773 (0.22810315322585223) | > loss_disc_real_4: 0.252878338098526 (0.23065115411470577) | > loss_disc_real_5: 0.27019748091697693 (0.22131242793871136) | > loss_0: 2.2981438636779785 (2.358890937595833) | > grad_norm_0: tensor(23.3917, device='cuda:0') (tensor(16.6391, device='cuda:0')) | > loss_gen: 2.635313034057617 (2.479823968759396) | > loss_kl: 1.874535083770752 (1.9143774167793552) | > loss_feat: 7.119848728179932 (6.984822072633881) | > loss_mel: 17.484771728515625 (17.93956648431174) | > loss_duration: 2.0939579010009766 (2.02574091495537) | > loss_1: 31.20842742919922 (31.34433091559061) | > grad_norm_1: tensor(294.4237, device='cuda:0') (tensor(183.7049, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3786 (0.3716120676296512) | > loader_time: 0.0042 (0.0038558172016609008)  --> TIME: 2024-06-11 12:35:07 -- STEP: 189/330 -- GLOBAL_STEP: 248900 | > loss_disc: 2.323488712310791 (2.3596492129028177) | > loss_disc_real_0: 0.06319886445999146 (0.11604542742488246) | > loss_disc_real_1: 0.24143560230731964 (0.19894702898131478) | > loss_disc_real_2: 0.21049381792545319 (0.2112894269524428) | > loss_disc_real_3: 0.24416659772396088 (0.22848150567718284) | > loss_disc_real_4: 0.24423322081565857 (0.23090440697140163) | > loss_disc_real_5: 0.22487111389636993 (0.22152509110629873) | > loss_0: 2.323488712310791 (2.3596492129028177) | > grad_norm_0: tensor(25.3997, device='cuda:0') (tensor(18.9981, device='cuda:0')) | > loss_gen: 2.5268115997314453 (2.4825144091611167) | > loss_kl: 1.9434632062911987 (1.918820580477437) | > loss_feat: 6.810338497161865 (6.984234908270456) | > loss_mel: 16.96693992614746 (17.883539825520195) | > loss_duration: 2.1146018505096436 (2.032448187706961) | > loss_1: 30.362154006958008 (31.301557954657014) | > grad_norm_1: tensor(441.5466, device='cuda:0') (tensor(206.9349, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3807 (0.3737288568385694) | > loader_time: 0.0049 (0.003970205468475501)  --> TIME: 2024-06-11 12:35:17 -- STEP: 214/330 -- GLOBAL_STEP: 248925 | > loss_disc: 2.427565097808838 (2.363403264607225) | > loss_disc_real_0: 0.08131597936153412 (0.11771689456339195) | > loss_disc_real_1: 0.24447549879550934 (0.19914290483031316) | > loss_disc_real_2: 0.2010241597890854 (0.21186589059707162) | > loss_disc_real_3: 0.24626536667346954 (0.2285598548494767) | > loss_disc_real_4: 0.23146027326583862 (0.23060726088898204) | > loss_disc_real_5: 0.22450734674930573 (0.221640079308336) | > loss_0: 2.427565097808838 (2.363403264607225) | > grad_norm_0: tensor(57.5670, device='cuda:0') (tensor(21.9931, device='cuda:0')) | > loss_gen: 2.3320729732513428 (2.4807555708929745) | > loss_kl: 1.9414796829223633 (1.9247105316581012) | > loss_feat: 6.319958209991455 (6.981699714036744) | > loss_mel: 17.550722122192383 (17.839722936398523) | > loss_duration: 2.1215860843658447 (2.0393592336467488) | > loss_1: 30.265819549560547 (31.266247989975405) | > grad_norm_1: tensor(421.4781, device='cuda:0') (tensor(224.3815, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.3995 (0.3767464328035015) | > loader_time: 0.0047 (0.004076274755959197)  --> TIME: 2024-06-11 12:35:27 -- STEP: 239/330 -- GLOBAL_STEP: 248950 | > loss_disc: 2.3251936435699463 (2.359906048954281) | > loss_disc_real_0: 0.15086546540260315 (0.11781602644334278) | > loss_disc_real_1: 0.1944582462310791 (0.19894453957988628) | > loss_disc_real_2: 0.2405744194984436 (0.21168999648243814) | > loss_disc_real_3: 0.21770304441452026 (0.22814284289980533) | > loss_disc_real_4: 0.22012192010879517 (0.22981786784018432) | > loss_disc_real_5: 0.2537820041179657 (0.22099462849824497) | > loss_0: 2.3251936435699463 (2.359906048954281) | > grad_norm_0: tensor(45.0826, device='cuda:0') (tensor(24.0718, device='cuda:0')) | > loss_gen: 2.707547664642334 (2.48706853539375) | > loss_kl: 1.964715600013733 (1.9279019049520771) | > loss_feat: 7.575544357299805 (7.0061637088344675) | > loss_mel: 18.00217628479004 (17.815058879772497) | > loss_duration: 2.0853161811828613 (2.047459777429014) | > loss_1: 32.33530044555664 (31.28365282832828) | > grad_norm_1: tensor(418.6726, device='cuda:0') (tensor(237.8671, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.4287 (0.3809262199880687) | > loader_time: 0.0056 (0.004215289359312172)  --> TIME: 2024-06-11 12:35:39 -- STEP: 264/330 -- GLOBAL_STEP: 248975 | > loss_disc: 2.247664451599121 (2.363893241593332) | > loss_disc_real_0: 0.09495161473751068 (0.11868471058198449) | > loss_disc_real_1: 0.15025874972343445 (0.19903528481496102) | > loss_disc_real_2: 0.17097465693950653 (0.21222085421058265) | > loss_disc_real_3: 0.2206672728061676 (0.2284561852275422) | > loss_disc_real_4: 0.23197847604751587 (0.22993706748115295) | > loss_disc_real_5: 0.23621447384357452 (0.22125695595009762) | > loss_0: 2.247664451599121 (2.363893241593332) | > grad_norm_0: tensor(35.8332, device='cuda:0') (tensor(25.1700, device='cuda:0')) | > loss_gen: 2.509542226791382 (2.4839342742255233) | > loss_kl: 2.044074058532715 (1.933566741419561) | > loss_feat: 7.1767497062683105 (7.002776516206335) | > loss_mel: 17.526796340942383 (17.77414990193917) | > loss_duration: 2.1614253520965576 (2.054902952277298) | > loss_1: 31.41858673095703 (31.249330390583385) | > grad_norm_1: tensor(404.3768, device='cuda:0') (tensor(252.6589, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.436 (0.3856547267147988) | > loader_time: 0.0063 (0.004379956108151055)  --> TIME: 2024-06-11 12:35:50 -- STEP: 289/330 -- GLOBAL_STEP: 249000 | > loss_disc: 2.3845019340515137 (2.364995350887207) | > loss_disc_real_0: 0.07711668312549591 (0.11889430227009483) | > loss_disc_real_1: 0.20980465412139893 (0.1997369224121827) | > loss_disc_real_2: 0.20508940517902374 (0.2126900015405305) | > loss_disc_real_3: 0.23329338431358337 (0.22838772931313434) | > loss_disc_real_4: 0.204385444521904 (0.22987356936642872) | > loss_disc_real_5: 0.19798652827739716 (0.22123891378150268) | > loss_0: 2.3845019340515137 (2.364995350887207) | > grad_norm_0: tensor(64.6142, device='cuda:0') (tensor(26.8429, device='cuda:0')) | > loss_gen: 2.3179595470428467 (2.484998415085683) | > loss_kl: 1.93264639377594 (1.9367676746474005) | > loss_feat: 6.984203338623047 (7.020196135893824) | > loss_mel: 16.64080238342285 (17.729450021235593) | > loss_duration: 2.2262697219848633 (2.064292781080754) | > loss_1: 30.101879119873047 (31.23570503578054) | > grad_norm_1: tensor(413.8764, device='cuda:0') (tensor(269.3239, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.4521 (0.39128701002127564) | > loader_time: 0.0063 (0.004550640970777883) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_249000.pth  --> TIME: 2024-06-11 12:36:07 -- STEP: 314/330 -- GLOBAL_STEP: 249025 | > loss_disc: 2.33827543258667 (2.3675524596196067) | > loss_disc_real_0: 0.12635885179042816 (0.12006174899922435) | > loss_disc_real_1: 0.2232895940542221 (0.200190251467714) | > loss_disc_real_2: 0.2587016820907593 (0.21282987875543583) | > loss_disc_real_3: 0.1961187720298767 (0.22842813397099257) | > loss_disc_real_4: 0.1911802887916565 (0.22990172636357087) | > loss_disc_real_5: 0.20697131752967834 (0.22132820450955895) | > loss_0: 2.33827543258667 (2.3675524596196067) | > grad_norm_0: tensor(7.5080, device='cuda:0') (tensor(28.8949, device='cuda:0')) | > loss_gen: 2.602903127670288 (2.4854680337723645) | > loss_kl: 2.05484676361084 (1.940637307941534) | > loss_feat: 7.125544548034668 (7.039785904489504) | > loss_mel: 16.867841720581055 (17.676158844285712) | > loss_duration: 2.2575526237487793 (2.0768289326862175) | > loss_1: 30.908689498901367 (31.218879037601933) | > grad_norm_1: tensor(305.7866, device='cuda:0') (tensor(281.7020, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.52 (0.39986316717354353) | > loader_time: 0.0076 (0.004755906997972228)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2812294960021973 (2.2812294960021973) | > loss_disc_real_0: 0.11903951317071915 (0.11903951317071915) | > loss_disc_real_1: 0.13227421045303345 (0.13227421045303345) | > loss_disc_real_2: 0.1847541779279709 (0.1847541779279709) | > loss_disc_real_3: 0.2227911502122879 (0.2227911502122879) | > loss_disc_real_4: 0.2119363397359848 (0.2119363397359848) | > loss_disc_real_5: 0.23982203006744385 (0.23982203006744385) | > loss_0: 2.2812294960021973 (2.2812294960021973) | > loss_gen: 2.267458438873291 (2.267458438873291) | > loss_kl: 1.9934463500976562 (1.9934463500976562) | > loss_feat: 6.650815963745117 (6.650815963745117) | > loss_mel: 17.702293395996094 (17.702293395996094) | > loss_duration: 2.829824924468994 (2.829824924468994) | > loss_1: 31.443838119506836 (31.443838119506836)  --> STEP: 1 | > loss_disc: 2.2831287384033203 (2.2831287384033203) | > loss_disc_real_0: 0.05643989518284798 (0.05643989518284798) | > loss_disc_real_1: 0.15579159557819366 (0.15579159557819366) | > loss_disc_real_2: 0.23086827993392944 (0.23086827993392944) | > loss_disc_real_3: 0.2963392436504364 (0.2963392436504364) | > loss_disc_real_4: 0.18574677407741547 (0.18574677407741547) | > loss_disc_real_5: 0.21695208549499512 (0.21695208549499512) | > loss_0: 2.2831287384033203 (2.2831287384033203) | > loss_gen: 2.2708733081817627 (2.2708733081817627) | > loss_kl: 1.8154886960983276 (1.8154886960983276) | > loss_feat: 5.614071846008301 (5.614071846008301) | > loss_mel: 18.982173919677734 (18.982173919677734) | > loss_duration: 2.4395394325256348 (2.4395394325256348) | > loss_1: 31.122148513793945 (31.122148513793945)  --> STEP: 2 | > loss_disc: 2.452897071838379 (2.3680129051208496) | > loss_disc_real_0: 0.08884736150503159 (0.07264362834393978) | > loss_disc_real_1: 0.1593482345342636 (0.15756991505622864) | > loss_disc_real_2: 0.19430240988731384 (0.21258534491062164) | > loss_disc_real_3: 0.18065997958183289 (0.23849961161613464) | > loss_disc_real_4: 0.19274809956550598 (0.18924743682146072) | > loss_disc_real_5: 0.18031494319438934 (0.19863351434469223) | > loss_0: 2.452897071838379 (2.3680129051208496) | > loss_gen: 1.8735721111297607 (2.0722227096557617) | > loss_kl: 2.3937556743621826 (2.104622185230255) | > loss_feat: 5.460656642913818 (5.53736424446106) | > loss_mel: 18.931636810302734 (18.956905364990234) | > loss_duration: 2.437755823135376 (2.4386476278305054) | > loss_1: 31.097375869750977 (31.10976219177246)  --> STEP: 3 | > loss_disc: 2.3322250843048096 (2.356083631515503) | > loss_disc_real_0: 0.14597567915916443 (0.09708764528234799) | > loss_disc_real_1: 0.2640441954135895 (0.1930613418420156) | > loss_disc_real_2: 0.29259249567985535 (0.23925439516703287) | > loss_disc_real_3: 0.27212536334991455 (0.24970819552739462) | > loss_disc_real_4: 0.19321706891059875 (0.19057064751784006) | > loss_disc_real_5: 0.2188776433467865 (0.20538155734539032) | > loss_0: 2.3322250843048096 (2.356083631515503) | > loss_gen: 2.5310275554656982 (2.2251576582590737) | > loss_kl: 3.312344551086426 (2.507196307182312) | > loss_feat: 6.653836727142334 (5.909521738688151) | > loss_mel: 13.116714477539062 (17.010175069173176) | > loss_duration: 2.300713062286377 (2.392669439315796) | > loss_1: 27.914634704589844 (30.044719696044922)  --> STEP: 4 | > loss_disc: 2.3428030014038086 (2.3527634739875793) | > loss_disc_real_0: 0.0917101725935936 (0.0957432771101594) | > loss_disc_real_1: 0.14703045785427094 (0.18155362084507942) | > loss_disc_real_2: 0.21475456655025482 (0.23312943801283836) | > loss_disc_real_3: 0.23508228361606598 (0.24605171754956245) | > loss_disc_real_4: 0.19253307580947876 (0.19106125459074974) | > loss_disc_real_5: 0.22995255887508392 (0.21152430772781372) | > loss_0: 2.3428030014038086 (2.3527634739875793) | > loss_gen: 2.3202805519104004 (2.2489383816719055) | > loss_kl: 3.0485386848449707 (2.6425319015979767) | > loss_feat: 7.702488422393799 (6.357763409614563) | > loss_mel: 17.2215518951416 (17.063019275665283) | > loss_duration: 2.349410057067871 (2.3818545937538147) | > loss_1: 32.642269134521484 (30.694107055664062)  --> STEP: 5 | > loss_disc: 2.561406135559082 (2.39449200630188) | > loss_disc_real_0: 0.15142634510993958 (0.10687989071011543) | > loss_disc_real_1: 0.1846001297235489 (0.18216292262077333) | > loss_disc_real_2: 0.3126565217971802 (0.24903485476970671) | > loss_disc_real_3: 0.2586308419704437 (0.24856754243373871) | > loss_disc_real_4: 0.22386348247528076 (0.19762170016765596) | > loss_disc_real_5: 0.1896033138036728 (0.20714010894298554) | > loss_0: 2.561406135559082 (2.39449200630188) | > loss_gen: 2.1407663822174072 (2.227303981781006) | > loss_kl: 2.7629690170288086 (2.666619324684143) | > loss_feat: 5.694178104400635 (6.2250463485717775) | > loss_mel: 17.91202735900879 (17.232820892333983) | > loss_duration: 2.410383701324463 (2.387560415267944) | > loss_1: 30.920324325561523 (30.739350509643554)  --> STEP: 6 | > loss_disc: 2.296065092086792 (2.3780875205993652) | > loss_disc_real_0: 0.12092818319797516 (0.10922127279142539) | > loss_disc_real_1: 0.19625163078308105 (0.18451104064782461) | > loss_disc_real_2: 0.2876492142677307 (0.2554705813527107) | > loss_disc_real_3: 0.28078576922416687 (0.2539372468988101) | > loss_disc_real_4: 0.2201654464006424 (0.20137899120648703) | > loss_disc_real_5: 0.22365747392177582 (0.20989300310611725) | > loss_0: 2.296065092086792 (2.3780875205993652) | > loss_gen: 2.564150810241699 (2.283445119857788) | > loss_kl: 2.7678134441375732 (2.6834850112597146) | > loss_feat: 6.07053279876709 (6.199294090270996) | > loss_mel: 18.210298538208008 (17.39573383331299) | > loss_duration: 2.1583518981933594 (2.3493589957555137) | > loss_1: 31.771148681640625 (30.911316871643066)  --> STEP: 7 | > loss_disc: 2.3638675212860107 (2.3760560921260288) | > loss_disc_real_0: 0.07116778194904327 (0.10378505981394223) | > loss_disc_real_1: 0.24320761859416962 (0.19289626606873103) | > loss_disc_real_2: 0.32418015599250793 (0.26528623487268177) | > loss_disc_real_3: 0.27133145928382874 (0.25642213438238415) | > loss_disc_real_4: 0.23704634606838226 (0.2064743276153292) | > loss_disc_real_5: 0.22474084794521332 (0.2120141237974167) | > loss_0: 2.3638675212860107 (2.3760560921260288) | > loss_gen: 2.6483054161071777 (2.3355680193219865) | > loss_kl: 3.9373834133148193 (2.862613354410444) | > loss_feat: 7.9564642906188965 (6.450318404606411) | > loss_mel: 17.82689666748047 (17.45732852390834) | > loss_duration: 2.5501058101654053 (2.3780371120997836) | > loss_1: 34.91915512084961 (31.483865192958287)  --> STEP: 8 | > loss_disc: 2.3537259101867676 (2.373264819383621) | > loss_disc_real_0: 0.10698290169239044 (0.10418479004874825) | > loss_disc_real_1: 0.1650155484676361 (0.18941117636859417) | > loss_disc_real_2: 0.24958671629428864 (0.2633237950503826) | > loss_disc_real_3: 0.2686762511730194 (0.25795389898121357) | > loss_disc_real_4: 0.22578002512454987 (0.20888753980398178) | > loss_disc_real_5: 0.31423893570899963 (0.22479222528636456) | > loss_0: 2.3537259101867676 (2.373264819383621) | > loss_gen: 2.3814187049865723 (2.34129935503006) | > loss_kl: 3.410086154937744 (2.9310474544763565) | > loss_feat: 7.339038372039795 (6.5614084005355835) | > loss_mel: 20.006006240844727 (17.77591323852539) | > loss_duration: 2.274735927581787 (2.365124464035034) | > loss_1: 35.411285400390625 (31.97479271888733)  --> STEP: 9 | > loss_disc: 2.439350128173828 (2.380607631471422) | > loss_disc_real_0: 0.19230034947395325 (0.11397540776265992) | > loss_disc_real_1: 0.14898845553398132 (0.18491976294252607) | > loss_disc_real_2: 0.2403085082769394 (0.26076654096444446) | > loss_disc_real_3: 0.2530904710292816 (0.25741351809766555) | > loss_disc_real_4: 0.1874990612268448 (0.2065110421842999) | > loss_disc_real_5: 0.19101731479167938 (0.22103945745362175) | > loss_0: 2.439350128173828 (2.380607631471422) | > loss_gen: 2.2774696350097656 (2.3342071639166937) | > loss_kl: 2.7550745010375977 (2.911494904094272) | > loss_feat: 7.866125583648682 (6.7063769764370385) | > loss_mel: 18.973033905029297 (17.908926645914715) | > loss_duration: 2.1660969257354736 (2.3430102931128607) | > loss_1: 34.03779983520508 (32.20401573181152)  --> STEP: 10 | > loss_disc: 2.5287251472473145 (2.395419383049011) | > loss_disc_real_0: 0.15771275758743286 (0.11834914274513722) | > loss_disc_real_1: 0.20178230106830597 (0.18660601675510408) | > loss_disc_real_2: 0.3015206456184387 (0.2648419514298439) | > loss_disc_real_3: 0.28930801153182983 (0.260602967441082) | > loss_disc_real_4: 0.2686323821544647 (0.21272317618131636) | > loss_disc_real_5: 0.2748763859272003 (0.22642315030097962) | > loss_0: 2.5287251472473145 (2.395419383049011) | > loss_gen: 2.4206199645996094 (2.3428484439849853) | > loss_kl: 2.4340689182281494 (2.86375230550766) | > loss_feat: 5.103297233581543 (6.546069002151489) | > loss_mel: 19.22503662109375 (18.040537643432618) | > loss_duration: 2.3954572677612305 (2.348254990577698) | > loss_1: 31.578479766845703 (32.14146213531494)  --> STEP: 11 | > loss_disc: 2.481855630874634 (2.4032772237604316) | > loss_disc_real_0: 0.18588945269584656 (0.12448917092247443) | > loss_disc_real_1: 0.199715718626976 (0.18779780783436514) | > loss_disc_real_2: 0.2755305767059326 (0.26581364463676105) | > loss_disc_real_3: 0.22511139512062073 (0.2573764608664946) | > loss_disc_real_4: 0.27260157465934753 (0.21816666695204648) | > loss_disc_real_5: 0.2534518837928772 (0.22888030789115213) | > loss_0: 2.481855630874634 (2.4032772237604316) | > loss_gen: 2.258686065673828 (2.335197318683971) | > loss_kl: 2.8294005393981934 (2.8606294176795264) | > loss_feat: 5.264657974243164 (6.42957709052346) | > loss_mel: 16.214197158813477 (17.874506690285422) | > loss_duration: 2.441359519958496 (2.356719038703225) | > loss_1: 29.00830078125 (31.856629284945402)  --> STEP: 12 | > loss_disc: 2.6641910076141357 (2.4250200390815735) | > loss_disc_real_0: 0.06981556117534637 (0.11993303677688043) | > loss_disc_real_1: 0.2731001377105713 (0.194906335324049) | > loss_disc_real_2: 0.3366495966911316 (0.2717166406412919) | > loss_disc_real_3: 0.26223695278167725 (0.2577815018594265) | > loss_disc_real_4: 0.23525802791118622 (0.2195909470319748) | > loss_disc_real_5: 0.29466041922569275 (0.23436198383569717) | > loss_0: 2.6641910076141357 (2.4250200390815735) | > loss_gen: 2.1604762077331543 (2.3206372261047363) | > loss_kl: 2.518362522125244 (2.8321071763833365) | > loss_feat: 6.372891902923584 (6.424853324890137) | > loss_mel: 18.179948806762695 (17.899960199991863) | > loss_duration: 2.2660861015319824 (2.349166293938955) | > loss_1: 31.497766494750977 (31.8267240524292)  --> STEP: 13 | > loss_disc: 2.3385140895843506 (2.4183657352740946) | > loss_disc_real_0: 0.09843388944864273 (0.11827925621316983) | > loss_disc_real_1: 0.21321417391300201 (0.1963146306001223) | > loss_disc_real_2: 0.26595476269721985 (0.2712734192609787) | > loss_disc_real_3: 0.25631120800971985 (0.25766840233252597) | > loss_disc_real_4: 0.19199582934379578 (0.21746824567134565) | > loss_disc_real_5: 0.17935580015182495 (0.23013073893693778) | > loss_0: 2.3385140895843506 (2.4183657352740946) | > loss_gen: 2.29480242729187 (2.318649933888362) | > loss_kl: 3.030885934829712 (2.8473978501099806) | > loss_feat: 6.148398399353027 (6.403587561387282) | > loss_mel: 16.396209716796875 (17.78428708589994) | > loss_duration: 2.256376266479492 (2.3420285995189962) | > loss_1: 30.126670837402344 (31.695950728196365)  --> STEP: 14 | > loss_disc: 2.4588022232055664 (2.4212540558406284) | > loss_disc_real_0: 0.08227952569723129 (0.11570784689060279) | > loss_disc_real_1: 0.12983916699886322 (0.19156638320003236) | > loss_disc_real_2: 0.1891678124666214 (0.26540873306138174) | > loss_disc_real_3: 0.20139560103416443 (0.25364891652550015) | > loss_disc_real_4: 0.16962222754955292 (0.21405067294836044) | > loss_disc_real_5: 0.20696677267551422 (0.22847616991826467) | > loss_0: 2.4588022232055664 (2.4212540558406284) | > loss_gen: 1.9017727375030518 (2.2888729912894115) | > loss_kl: 3.1573774814605713 (2.8695392523493086) | > loss_feat: 5.356815338134766 (6.328818116869245) | > loss_mel: 20.152820587158203 (17.95346805027553) | > loss_duration: 2.372105121612549 (2.3441769225256786) | > loss_1: 32.94089126586914 (31.784875052315847)  --> STEP: 15 | > loss_disc: 2.423496961593628 (2.4214035828908282) | > loss_disc_real_0: 0.09377525746822357 (0.11424567426244418) | > loss_disc_real_1: 0.13947677612304688 (0.18809374272823334) | > loss_disc_real_2: 0.24874411523342133 (0.2642977585395177) | > loss_disc_real_3: 0.2071547508239746 (0.2505493054787318) | > loss_disc_real_4: 0.16255246102809906 (0.21061745882034302) | > loss_disc_real_5: 0.14607615768909454 (0.22298283576965333) | > loss_0: 2.423496961593628 (2.4214035828908282) | > loss_gen: 1.8959159851074219 (2.2626758575439454) | > loss_kl: 3.1761839389801025 (2.889982231458028) | > loss_feat: 5.627415657043457 (6.2820579528808596) | > loss_mel: 19.14188575744629 (18.032695897420247) | > loss_duration: 2.3396730422973633 (2.343876663843791) | > loss_1: 32.18107223510742 (31.811288197835285)  --> STEP: 16 | > loss_disc: 2.460944414138794 (2.4238748848438263) | > loss_disc_real_0: 0.15417727828025818 (0.11674139951355755) | > loss_disc_real_1: 0.20073293149471283 (0.1888836920261383) | > loss_disc_real_2: 0.2032088339328766 (0.26047970075160265) | > loss_disc_real_3: 0.2652989327907562 (0.2514711571857333) | > loss_disc_real_4: 0.2830004096031189 (0.2151413932442665) | > loss_disc_real_5: 0.2394595891237259 (0.22401263285428286) | > loss_0: 2.460944414138794 (2.4238748848438263) | > loss_gen: 2.307844400405884 (2.2654988914728165) | > loss_kl: 2.151254653930664 (2.843811757862568) | > loss_feat: 7.2500762939453125 (6.342559099197388) | > loss_mel: 18.237565994262695 (18.0455002784729) | > loss_duration: 2.426293134689331 (2.349027693271637) | > loss_1: 32.3730354309082 (31.846397399902344)  --> STEP: 17 | > loss_disc: 2.6209607124328613 (2.435468168819652) | > loss_disc_real_0: 0.12494071573019028 (0.117223712232183) | > loss_disc_real_1: 0.22341682016849518 (0.19091505250510046) | > loss_disc_real_2: 0.30422666668891907 (0.2630530516890919) | > loss_disc_real_3: 0.2928664982318878 (0.2539061772472718) | > loss_disc_real_4: 0.2699238061904907 (0.21836388812345617) | > loss_disc_real_5: 0.26372191309928894 (0.22634847286869497) | > loss_0: 2.6209607124328613 (2.435468168819652) | > loss_gen: 2.3385558128356934 (2.2697963574353386) | > loss_kl: 2.4826793670654297 (2.8225686760509716) | > loss_feat: 6.078923225402832 (6.327051106621237) | > loss_mel: 17.36043357849121 (18.005202237297507) | > loss_duration: 2.4400734901428223 (2.3543833283817066) | > loss_1: 30.700664520263672 (31.779001348158893)  --> STEP: 18 | > loss_disc: 2.511469841003418 (2.4396904839409723) | > loss_disc_real_0: 0.08564220368862152 (0.11546918397976293) | > loss_disc_real_1: 0.2247200906276703 (0.1927931101785766) | > loss_disc_real_2: 0.2934844493865967 (0.2647436848945088) | > loss_disc_real_3: 0.22054558992385864 (0.25205281128485996) | > loss_disc_real_4: 0.24954941868782043 (0.2200964175992542) | > loss_disc_real_5: 0.20214815437793732 (0.22500401073031956) | > loss_0: 2.511469841003418 (2.4396904839409723) | > loss_gen: 2.2595925331115723 (2.2692294783062406) | > loss_kl: 2.9150803089141846 (2.827708211210039) | > loss_feat: 7.85630464553833 (6.412009636561076) | > loss_mel: 18.684341430664062 (18.04293219248454) | > loss_duration: 2.3174848556518555 (2.352333413230048) | > loss_1: 34.03280258178711 (31.904212527804905)  --> STEP: 19 | > loss_disc: 2.758375644683838 (2.456463387137965) | > loss_disc_real_0: 0.1978629231452942 (0.11980569656742246) | > loss_disc_real_1: 0.23678138852119446 (0.19510828272292488) | > loss_disc_real_2: 0.3689550757408142 (0.27022849493905116) | > loss_disc_real_3: 0.28541332483291626 (0.2538086277873893) | > loss_disc_real_4: 0.20660829544067383 (0.2193865164330131) | > loss_disc_real_5: 0.2265533059835434 (0.22508555258575239) | > loss_0: 2.758375644683838 (2.456463387137965) | > loss_gen: 2.2974014282226562 (2.2707122125123678) | > loss_kl: 2.155170440673828 (2.792311486444975) | > loss_feat: 7.3289947509765625 (6.460272011003997) | > loss_mel: 18.89607048034668 (18.087834207635176) | > loss_duration: 2.315871238708496 (2.3504143514131246) | > loss_1: 32.993507385253906 (31.961543836091693)  --> STEP: 20 | > loss_disc: 2.4641759395599365 (2.456849014759064) | > loss_disc_real_0: 0.1798224300146103 (0.12280653323978186) | > loss_disc_real_1: 0.13483503460884094 (0.1920946203172207) | > loss_disc_real_2: 0.26381346583366394 (0.2699077434837818) | > loss_disc_real_3: 0.2356792390346527 (0.25290215834975244) | > loss_disc_real_4: 0.22395379841327667 (0.2196148805320263) | > loss_disc_real_5: 0.2815873324871063 (0.22791064158082008) | > loss_0: 2.4641759395599365 (2.456849014759064) | > loss_gen: 2.272648334503174 (2.270809018611908) | > loss_kl: 2.4912729263305664 (2.7772595584392548) | > loss_feat: 5.232367992401123 (6.398876810073853) | > loss_mel: 18.702041625976562 (18.118544578552246) | > loss_duration: 2.3189265727996826 (2.3488399624824523) | > loss_1: 31.017255783081055 (31.91432943344116)  --> STEP: 21 | > loss_disc: 2.39896821975708 (2.454092786425636) | > loss_disc_real_0: 0.07459238916635513 (0.12051062161723773) | > loss_disc_real_1: 0.2549861967563629 (0.19508945729051316) | > loss_disc_real_2: 0.31044241786003113 (0.27183796607312705) | > loss_disc_real_3: 0.2395896464586258 (0.25226822921207975) | > loss_disc_real_4: 0.2402222901582718 (0.2205961857523237) | > loss_disc_real_5: 0.24082408845424652 (0.22852556762241183) | > loss_0: 2.39896821975708 (2.454092786425636) | > loss_gen: 2.395049571990967 (2.276725235439482) | > loss_kl: 2.303129196166992 (2.7546819221405756) | > loss_feat: 6.151925086975098 (6.387117204212007) | > loss_mel: 16.350557327270508 (18.03435470944359) | > loss_duration: 2.1712429523468018 (2.3403829619998024) | > loss_1: 29.371904373168945 (31.7932615734282)  --> STEP: 22 | > loss_disc: 2.3637197017669678 (2.449984918941151) | > loss_disc_real_0: 0.09991475194692612 (0.11957444572313265) | > loss_disc_real_1: 0.2611551582813263 (0.1980924436991865) | > loss_disc_real_2: 0.17705081403255463 (0.26752945916219195) | > loss_disc_real_3: 0.26046478748321533 (0.25264080004258593) | > loss_disc_real_4: 0.19833065569400787 (0.21958411620421844) | > loss_disc_real_5: 0.20342934131622314 (0.2273848300630396) | > loss_0: 2.3637197017669678 (2.449984918941151) | > loss_gen: 2.2094552516937256 (2.273667508905584) | > loss_kl: 2.137601852416992 (2.7266328280622307) | > loss_feat: 5.80176305770874 (6.360510197552768) | > loss_mel: 16.466176986694336 (17.963073903864082) | > loss_duration: 2.20379900932312 (2.3341746005144985) | > loss_1: 28.818796157836914 (31.65805859999223)  --> STEP: 23 | > loss_disc: 2.60687255859375 (2.4568061206651772) | > loss_disc_real_0: 0.1675471067428589 (0.12166021359355553) | > loss_disc_real_1: 0.2374582141637802 (0.19980399893677753) | > loss_disc_real_2: 0.30248260498046875 (0.26904916115429095) | > loss_disc_real_3: 0.33196085691452026 (0.25608949816745263) | > loss_disc_real_4: 0.30503740906715393 (0.2232994767634765) | > loss_disc_real_5: 0.31336426734924316 (0.2311230664667876) | > loss_0: 2.60687255859375 (2.4568061206651772) | > loss_gen: 2.437973737716675 (2.280811257984327) | > loss_kl: 2.5567874908447266 (2.719248248183209) | > loss_feat: 5.57377815246582 (6.326304456462031) | > loss_mel: 16.57292938232422 (17.902632837710176) | > loss_duration: 2.275326728820801 (2.3316159973973813) | > loss_1: 29.416793823242188 (31.560612305350926)  --> STEP: 24 | > loss_disc: 2.428284168243408 (2.455617705980937) | > loss_disc_real_0: 0.1081543117761612 (0.12109746768449743) | > loss_disc_real_1: 0.2124710977077484 (0.2003317947189013) | > loss_disc_real_2: 0.20261265337467194 (0.26628097333014017) | > loss_disc_real_3: 0.30156299471855164 (0.2579842271904151) | > loss_disc_real_4: 0.2637685239315033 (0.22498568706214428) | > loss_disc_real_5: 0.2488931119441986 (0.2318634850283464) | > loss_0: 2.428284168243408 (2.455617705980937) | > loss_gen: 2.390509843826294 (2.285382032394409) | > loss_kl: 2.4169275760650635 (2.7066515535116196) | > loss_feat: 6.169607162475586 (6.319775402545929) | > loss_mel: 18.364641189575195 (17.92188318570455) | > loss_duration: 2.460803985595703 (2.336998830238978) | > loss_1: 31.802490234375 (31.570690552393597)  --> STEP: 25 | > loss_disc: 2.1827592849731445 (2.4447033691406252) | > loss_disc_real_0: 0.058876484632492065 (0.11860862836241721) | > loss_disc_real_1: 0.22341150045394897 (0.2012549829483032) | > loss_disc_real_2: 0.2507860064506531 (0.2656611746549607) | > loss_disc_real_3: 0.24304869771003723 (0.25738680601119995) | > loss_disc_real_4: 0.22100694477558136 (0.22482653737068176) | > loss_disc_real_5: 0.18341588973999023 (0.22992558121681214) | > loss_0: 2.1827592849731445 (2.4447033691406252) | > loss_gen: 2.394399881362915 (2.2897427463531494) | > loss_kl: 2.6661672592163086 (2.7050321817398073) | > loss_feat: 5.6330976486206055 (6.292308292388916) | > loss_mel: 13.798108100891113 (17.756932182312013) | > loss_duration: 2.3622827529907227 (2.338010187149048) | > loss_1: 26.85405731201172 (31.38202522277832)  --> STEP: 26 | > loss_disc: 2.343085289001465 (2.4407949814429655) | > loss_disc_real_0: 0.17896103858947754 (0.12092987490961185) | > loss_disc_real_1: 0.19728972017765045 (0.20110247284173965) | > loss_disc_real_2: 0.17890611290931702 (0.2623244415108975) | > loss_disc_real_3: 0.30418553948402405 (0.2591867572986163) | > loss_disc_real_4: 0.17805202305316925 (0.22302751758923897) | > loss_disc_real_5: 0.23964479565620422 (0.23029939715678877) | > loss_0: 2.343085289001465 (2.4407949814429655) | > loss_gen: 2.660919189453125 (2.3040187633954563) | > loss_kl: 2.536773204803467 (2.698560682626871) | > loss_feat: 11.513859748840332 (6.493137194560124) | > loss_mel: 19.243833541870117 (17.81412069614117) | > loss_duration: 2.314358711242676 (2.3371005149988027) | > loss_1: 38.26974105834961 (31.646937370300293) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024748673805823694 (+0.00012126335730919431) | > avg_loss_disc: 2.4407949814429655 (-0.07998324357546238) | > avg_loss_disc_real_0: 0.12092987490961185 (+0.026003023466238617) | > avg_loss_disc_real_1: 0.20110247284173965 (+0.02239533026631063) | > avg_loss_disc_real_2: 0.2623244415108975 (+0.04998625585666078) | > avg_loss_disc_real_3: 0.2591867572986163 (-0.018554727045389297) | > avg_loss_disc_real_4: 0.22302751758923897 (-0.017023342733199776) | > avg_loss_disc_real_5: 0.23029939715678877 (-0.013987308511367202) | > avg_loss_0: 2.4407949814429655 (-0.07998324357546238) | > avg_loss_gen: 2.3040187633954563 (+0.19824404899890613) | > avg_loss_kl: 2.698560682626871 (+0.03301717684819172) | > avg_loss_feat: 6.493137194560124 (+0.189121301357563) | > avg_loss_mel: 17.81412069614117 (+0.10337789242084128) | > avg_loss_duration: 2.3371005149988027 (+0.005682807702284798) | > avg_loss_1: 31.646937370300293 (+0.5294431539682236)  > EPOCH: 488/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:36:36)   --> TIME: 2024-06-11 12:36:40 -- STEP: 9/330 -- GLOBAL_STEP: 249050 | > loss_disc: 2.2876172065734863 (2.323101202646891) | > loss_disc_real_0: 0.12414009869098663 (0.10373191038767497) | > loss_disc_real_1: 0.21055454015731812 (0.18819058603710598) | > loss_disc_real_2: 0.23702678084373474 (0.21258272727330527) | > loss_disc_real_3: 0.21691618859767914 (0.23278565208117166) | > loss_disc_real_4: 0.2440374791622162 (0.24788752694924673) | > loss_disc_real_5: 0.2425656020641327 (0.2264720681640837) | > loss_0: 2.2876172065734863 (2.323101202646891) | > grad_norm_0: tensor(14.0329, device='cuda:0') (tensor(9.4023, device='cuda:0')) | > loss_gen: 2.5886361598968506 (2.501583072874281) | > loss_kl: 1.8250514268875122 (1.9072966443167791) | > loss_feat: 7.058453559875488 (6.818619463178846) | > loss_mel: 18.340652465820312 (18.479522281222874) | > loss_duration: 2.087688446044922 (2.1537976529863148) | > loss_1: 31.900482177734375 (31.860819074842667) | > grad_norm_1: tensor(96.2174, device='cuda:0') (tensor(97.2883, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.3727 (0.37132575776841903) | > loader_time: 0.003 (0.003171894285413954)  --> TIME: 2024-06-11 12:36:49 -- STEP: 34/330 -- GLOBAL_STEP: 249075 | > loss_disc: 2.3753366470336914 (2.3464492980171663) | > loss_disc_real_0: 0.11905165016651154 (0.1089737408739679) | > loss_disc_real_1: 0.23510223627090454 (0.20042669597794027) | > loss_disc_real_2: 0.20164282619953156 (0.21027936348143747) | > loss_disc_real_3: 0.22380615770816803 (0.22911415555897882) | > loss_disc_real_4: 0.23489408195018768 (0.23265592447098563) | > loss_disc_real_5: 0.25130897760391235 (0.21953658891074798) | > loss_0: 2.3753366470336914 (2.3464492980171663) | > grad_norm_0: tensor(10.2245, device='cuda:0') (tensor(10.0680, device='cuda:0')) | > loss_gen: 2.5554587841033936 (2.4834735113031727) | > loss_kl: 2.0653698444366455 (1.9290896268451916) | > loss_feat: 7.644970893859863 (6.989323573953965) | > loss_mel: 18.257625579833984 (18.017560846665326) | > loss_duration: 2.0245656967163086 (2.0490149014136385) | > loss_1: 32.54798889160156 (31.468462102553424) | > grad_norm_1: tensor(157.7049, device='cuda:0') (tensor(115.9193, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.3519 (0.36381807748009176) | > loader_time: 0.0035 (0.0032217642840217144)  --> TIME: 2024-06-11 12:36:59 -- STEP: 59/330 -- GLOBAL_STEP: 249100 | > loss_disc: 2.252319574356079 (2.349009376461224) | > loss_disc_real_0: 0.0787964016199112 (0.11089991348779808) | > loss_disc_real_1: 0.20549194514751434 (0.20021793145244404) | > loss_disc_real_2: 0.22107867896556854 (0.20920061787306252) | > loss_disc_real_3: 0.22316007316112518 (0.22928893818693646) | > loss_disc_real_4: 0.21655544638633728 (0.23057663314423318) | > loss_disc_real_5: 0.22788609564304352 (0.22049443701566276) | > loss_0: 2.252319574356079 (2.349009376461224) | > grad_norm_0: tensor(7.2479, device='cuda:0') (tensor(11.2575, device='cuda:0')) | > loss_gen: 2.5725388526916504 (2.4706245317297486) | > loss_kl: 1.88210129737854 (1.9359911942886094) | > loss_feat: 7.016735553741455 (6.954368744866323) | > loss_mel: 16.919015884399414 (17.887238906601727) | > loss_duration: 1.9800314903259277 (2.0252270355062985) | > loss_1: 30.37042236328125 (31.273450043241855) | > grad_norm_1: tensor(46.3411, device='cuda:0') (tensor(119.6173, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.374 (0.3644274493395272) | > loader_time: 0.006 (0.0034032918639102226)  --> TIME: 2024-06-11 12:37:08 -- STEP: 84/330 -- GLOBAL_STEP: 249125 | > loss_disc: 2.391664743423462 (2.3557175511405593) | > loss_disc_real_0: 0.13058286905288696 (0.11210469413726103) | > loss_disc_real_1: 0.18511365354061127 (0.19969638951477556) | > loss_disc_real_2: 0.20838110148906708 (0.2108329369553498) | > loss_disc_real_3: 0.2375623881816864 (0.2294760692332472) | > loss_disc_real_4: 0.22962693870067596 (0.23086291799942651) | > loss_disc_real_5: 0.21008622646331787 (0.2209432570352441) | > loss_0: 2.391664743423462 (2.3557175511405593) | > grad_norm_0: tensor(9.7849, device='cuda:0') (tensor(10.7608, device='cuda:0')) | > loss_gen: 2.468493938446045 (2.4716568475677874) | > loss_kl: 1.9251608848571777 (1.9463577639488947) | > loss_feat: 6.618966102600098 (6.9786794412703745) | > loss_mel: 18.08709716796875 (17.843386604672393) | > loss_duration: 2.0931954383850098 (2.017419270106726) | > loss_1: 31.192913055419922 (31.25749967211769) | > grad_norm_1: tensor(72.2916, device='cuda:0') (tensor(117.0892, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.372 (0.36728203012829735) | > loader_time: 0.0037 (0.003528620515550886)  --> TIME: 2024-06-11 12:37:18 -- STEP: 109/330 -- GLOBAL_STEP: 249150 | > loss_disc: 2.3879876136779785 (2.358825149886106) | > loss_disc_real_0: 0.12623485922813416 (0.11346061049251381) | > loss_disc_real_1: 0.24398396909236908 (0.20015026847703746) | > loss_disc_real_2: 0.19244714081287384 (0.21087183974204807) | > loss_disc_real_3: 0.24621443450450897 (0.2294076180786168) | > loss_disc_real_4: 0.2417779266834259 (0.23136513126552652) | > loss_disc_real_5: 0.2485332041978836 (0.2221811350879319) | > loss_0: 2.3879876136779785 (2.358825149886106) | > grad_norm_0: tensor(14.0962, device='cuda:0') (tensor(10.7725, device='cuda:0')) | > loss_gen: 2.5031559467315674 (2.474753250769521) | > loss_kl: 1.961656928062439 (1.9496680541869698) | > loss_feat: 6.781269550323486 (7.000418544909276) | > loss_mel: 17.528669357299805 (17.83427453697275) | > loss_duration: 1.9675840139389038 (2.018198805117827) | > loss_1: 30.74233627319336 (31.27731303993715) | > grad_norm_1: tensor(89.5928, device='cuda:0') (tensor(110.3405, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.3632 (0.3686403003307657) | > loader_time: 0.004 (0.0036520564228022865)  --> TIME: 2024-06-11 12:37:28 -- STEP: 134/330 -- GLOBAL_STEP: 249175 | > loss_disc: 2.381561517715454 (2.355438205733229) | > loss_disc_real_0: 0.1037236899137497 (0.11378865600077075) | > loss_disc_real_1: 0.19921782612800598 (0.19936339913019496) | > loss_disc_real_2: 0.2717384099960327 (0.21104858537663274) | > loss_disc_real_3: 0.24133315682411194 (0.22927277346155536) | > loss_disc_real_4: 0.22360952198505402 (0.23070776117826575) | > loss_disc_real_5: 0.22800642251968384 (0.22139509967458781) | > loss_0: 2.381561517715454 (2.355438205733229) | > grad_norm_0: tensor(9.7103, device='cuda:0') (tensor(10.4199, device='cuda:0')) | > loss_gen: 2.5494256019592285 (2.4785100346180946) | > loss_kl: 2.0780508518218994 (1.9518315560782133) | > loss_feat: 7.564520835876465 (7.010219869328968) | > loss_mel: 18.296981811523438 (17.869228419972895) | > loss_duration: 2.0314862728118896 (2.0212934479784623) | > loss_1: 32.52046203613281 (31.331083141156096) | > grad_norm_1: tensor(176.4974, device='cuda:0') (tensor(109.0532, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.3801 (0.37080403940001533) | > loader_time: 0.0041 (0.003748831464283502)  --> TIME: 2024-06-11 12:37:37 -- STEP: 159/330 -- GLOBAL_STEP: 249200 | > loss_disc: 2.2743120193481445 (2.359891570589079) | > loss_disc_real_0: 0.1572508066892624 (0.11484055249196179) | > loss_disc_real_1: 0.2428734451532364 (0.19929338757347015) | > loss_disc_real_2: 0.1768871247768402 (0.2114751244303565) | > loss_disc_real_3: 0.2084355354309082 (0.22957953042204274) | > loss_disc_real_4: 0.22013244032859802 (0.23078062024506382) | > loss_disc_real_5: 0.15746457874774933 (0.22103520140707864) | > loss_0: 2.2743120193481445 (2.359891570589079) | > grad_norm_0: tensor(27.9368, device='cuda:0') (tensor(11.4176, device='cuda:0')) | > loss_gen: 2.6662607192993164 (2.476908106474008) | > loss_kl: 1.8673571348190308 (1.9430625071315646) | > loss_feat: 7.56846809387207 (7.006493595411191) | > loss_mel: 17.46235466003418 (17.85222667718084) | > loss_duration: 2.0269789695739746 (2.023558148797954) | > loss_1: 31.591421127319336 (31.302248888795482) | > grad_norm_1: tensor(315.6568, device='cuda:0') (tensor(121.3371, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.3987 (0.37287594087468745) | > loader_time: 0.0045 (0.003832875557665555)  --> TIME: 2024-06-11 12:37:47 -- STEP: 184/330 -- GLOBAL_STEP: 249225 | > loss_disc: 2.4550795555114746 (2.3628278128478852) | > loss_disc_real_0: 0.1172090694308281 (0.1155799450352788) | > loss_disc_real_1: 0.20405082404613495 (0.1993671735019788) | > loss_disc_real_2: 0.202444389462471 (0.21185932689062922) | > loss_disc_real_3: 0.28202447295188904 (0.23003339362533196) | > loss_disc_real_4: 0.26630061864852905 (0.23148636746665704) | > loss_disc_real_5: 0.2393200546503067 (0.22173306734665577) | > loss_0: 2.4550795555114746 (2.3628278128478852) | > grad_norm_0: tensor(37.1289, device='cuda:0') (tensor(12.8151, device='cuda:0')) | > loss_gen: 2.4328792095184326 (2.4747605608857213) | > loss_kl: 1.9289219379425049 (1.9433136277872582) | > loss_feat: 7.367430210113525 (6.994321198567099) | > loss_mel: 17.556377410888672 (17.834593461907446) | > loss_duration: 2.0621297359466553 (2.0297653014245243) | > loss_1: 31.34773826599121 (31.27675407865773) | > grad_norm_1: tensor(348.6369, device='cuda:0') (tensor(139.3134, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.3767 (0.3744559819283691) | > loader_time: 0.0045 (0.0039350040580915365)  --> TIME: 2024-06-11 12:37:57 -- STEP: 209/330 -- GLOBAL_STEP: 249250 | > loss_disc: 2.3671133518218994 (2.3631930499555973) | > loss_disc_real_0: 0.0972118228673935 (0.11594848609284351) | > loss_disc_real_1: 0.17315860092639923 (0.19948031521585002) | > loss_disc_real_2: 0.21048696339130402 (0.21279858337920246) | > loss_disc_real_3: 0.23110628128051758 (0.23015713848565755) | > loss_disc_real_4: 0.22464333474636078 (0.23050596675519167) | > loss_disc_real_5: 0.19025464355945587 (0.2217445000649639) | > loss_0: 2.3671133518218994 (2.3631930499555973) | > grad_norm_0: tensor(13.5990, device='cuda:0') (tensor(15.1189, device='cuda:0')) | > loss_gen: 2.412551164627075 (2.479566967658451) | > loss_kl: 2.0177807807922363 (1.9444837016922436) | > loss_feat: 7.517094135284424 (7.007535610472756) | > loss_mel: 17.942604064941406 (17.805573121212326) | > loss_duration: 2.114518165588379 (2.0374895807658655) | > loss_1: 32.004547119140625 (31.274648940163935) | > grad_norm_1: tensor(567.2585, device='cuda:0') (tensor(160.6960, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.4065 (0.3767942800476219) | > loader_time: 0.0049 (0.004053740980522487)  --> TIME: 2024-06-11 12:38:08 -- STEP: 234/330 -- GLOBAL_STEP: 249275 | > loss_disc: 2.3390157222747803 (2.362306345222344) | > loss_disc_real_0: 0.0964326336979866 (0.11604227773590475) | > loss_disc_real_1: 0.20158368349075317 (0.19934983035692805) | > loss_disc_real_2: 0.23171669244766235 (0.21210980147887495) | > loss_disc_real_3: 0.27117741107940674 (0.23008965388831928) | > loss_disc_real_4: 0.2891305387020111 (0.23072632172932991) | > loss_disc_real_5: 0.2440038025379181 (0.22238003558073285) | > loss_0: 2.3390157222747803 (2.362306345222344) | > grad_norm_0: tensor(60.9744, device='cuda:0') (tensor(18.4430, device='cuda:0')) | > loss_gen: 2.3386008739471436 (2.4885726922597655) | > loss_kl: 1.9947452545166016 (1.9439324415647066) | > loss_feat: 6.594376087188721 (7.018164526703011) | > loss_mel: 16.808700561523438 (17.772597035791133) | > loss_duration: 2.1142053604125977 (2.04564324199644) | > loss_1: 29.850627899169922 (31.26890989450308) | > grad_norm_1: tensor(359.9486, device='cuda:0') (tensor(182.0180, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.4161 (0.37990673790630103) | > loader_time: 0.006 (0.004202819278097562)  --> TIME: 2024-06-11 12:38:19 -- STEP: 259/330 -- GLOBAL_STEP: 249300 | > loss_disc: 2.3467562198638916 (2.362053149455303) | > loss_disc_real_0: 0.24138398468494415 (0.11701080923662682) | > loss_disc_real_1: 0.2125188261270523 (0.19922924697629277) | > loss_disc_real_2: 0.2251604050397873 (0.21204141812204852) | > loss_disc_real_3: 0.25387200713157654 (0.2301462530859649) | > loss_disc_real_4: 0.21702763438224792 (0.23005861274063819) | > loss_disc_real_5: 0.22624267637729645 (0.2216096642970118) | > loss_0: 2.3467562198638916 (2.362053149455303) | > grad_norm_0: tensor(60.2186, device='cuda:0') (tensor(21.0868, device='cuda:0')) | > loss_gen: 2.673802375793457 (2.4927544382087987) | > loss_kl: 2.0008766651153564 (1.9467448281505393) | > loss_feat: 7.359935760498047 (7.047711541753937) | > loss_mel: 17.800939559936523 (17.733514874137978) | > loss_duration: 2.1570043563842773 (2.0531145329641105) | > loss_1: 31.992557525634766 (31.273840156761377) | > grad_norm_1: tensor(560.9824, device='cuda:0') (tensor(204.2794, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.4207 (0.384947311924231) | > loader_time: 0.0053 (0.004365369620010201)  --> TIME: 2024-06-11 12:38:30 -- STEP: 284/330 -- GLOBAL_STEP: 249325 | > loss_disc: 2.397698163986206 (2.3620877064449686) | > loss_disc_real_0: 0.13242504000663757 (0.11777403655553788) | > loss_disc_real_1: 0.16245651245117188 (0.19932348538242595) | > loss_disc_real_2: 0.1988910734653473 (0.21183053194217275) | > loss_disc_real_3: 0.2099340260028839 (0.22988389117617003) | > loss_disc_real_4: 0.2176063507795334 (0.23009571721646147) | > loss_disc_real_5: 0.2050171196460724 (0.2216818374647221) | > loss_0: 2.397698163986206 (2.3620877064449686) | > grad_norm_0: tensor(9.3845, device='cuda:0') (tensor(21.3253, device='cuda:0')) | > loss_gen: 2.3563766479492188 (2.4872510844553037) | > loss_kl: 1.996135950088501 (1.951928135794653) | > loss_feat: 7.582414150238037 (7.049474036189872) | > loss_mel: 17.755783081054688 (17.679697053533218) | > loss_duration: 2.1753463745117188 (2.0624832426997974) | > loss_1: 31.866056442260742 (31.230833463265864) | > grad_norm_1: tensor(106.5805, device='cuda:0') (tensor(213.0688, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.4452 (0.39013373683875696) | > loader_time: 0.0074 (0.004519219129857884)  --> TIME: 2024-06-11 12:38:42 -- STEP: 309/330 -- GLOBAL_STEP: 249350 | > loss_disc: 2.5106542110443115 (2.366740311619534) | > loss_disc_real_0: 0.14061421155929565 (0.11879248874906968) | > loss_disc_real_1: 0.19633226096630096 (0.1996677861244547) | > loss_disc_real_2: 0.21381647884845734 (0.21218438297027906) | > loss_disc_real_3: 0.26339980959892273 (0.23031566627203068) | > loss_disc_real_4: 0.29301491379737854 (0.23189435074630294) | > loss_disc_real_5: 0.25773659348487854 (0.2226814148784841) | > loss_0: 2.5106542110443115 (2.366740311619534) | > grad_norm_0: tensor(34.0591, device='cuda:0') (tensor(21.9315, device='cuda:0')) | > loss_gen: 2.508000612258911 (2.4849537861771585) | > loss_kl: 2.078070640563965 (1.9564655691288821) | > loss_feat: 6.528165340423584 (7.055042175799126) | > loss_mel: 16.339933395385742 (17.651121340137475) | > loss_duration: 2.2365736961364746 (2.0741865496033602) | > loss_1: 29.690744400024414 (31.221769326713094) | > grad_norm_1: tensor(336.4124, device='cuda:0') (tensor(220.9092, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.485 (0.3971484440430079) | > loader_time: 0.0069 (0.004700926129486182)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5659823417663574 (2.5659823417663574) | > loss_disc_real_0: 0.1039513349533081 (0.1039513349533081) | > loss_disc_real_1: 0.21016407012939453 (0.21016407012939453) | > loss_disc_real_2: 0.33293840289115906 (0.33293840289115906) | > loss_disc_real_3: 0.28495514392852783 (0.28495514392852783) | > loss_disc_real_4: 0.2608373165130615 (0.2608373165130615) | > loss_disc_real_5: 0.2505824565887451 (0.2505824565887451) | > loss_0: 2.5659823417663574 (2.5659823417663574) | > loss_gen: 2.265085220336914 (2.265085220336914) | > loss_kl: 2.6776254177093506 (2.6776254177093506) | > loss_feat: 5.36939811706543 (5.36939811706543) | > loss_mel: 14.13216781616211 (14.13216781616211) | > loss_duration: 2.8298585414886475 (2.8298585414886475) | > loss_1: 27.27413558959961 (27.27413558959961)  --> STEP: 1 | > loss_disc: 2.349386215209961 (2.349386215209961) | > loss_disc_real_0: 0.12746182084083557 (0.12746182084083557) | > loss_disc_real_1: 0.19165702164173126 (0.19165702164173126) | > loss_disc_real_2: 0.15225054323673248 (0.15225054323673248) | > loss_disc_real_3: 0.3040423095226288 (0.3040423095226288) | > loss_disc_real_4: 0.3101915419101715 (0.3101915419101715) | > loss_disc_real_5: 0.24194090068340302 (0.24194090068340302) | > loss_0: 2.349386215209961 (2.349386215209961) | > loss_gen: 2.416332244873047 (2.416332244873047) | > loss_kl: 2.8269827365875244 (2.8269827365875244) | > loss_feat: 5.675246238708496 (5.675246238708496) | > loss_mel: 17.25177574157715 (17.25177574157715) | > loss_duration: 2.4699866771698 (2.4699866771698) | > loss_1: 30.640323638916016 (30.640323638916016)  --> STEP: 2 | > loss_disc: 2.3515625 (2.3504743576049805) | > loss_disc_real_0: 0.09239465743303299 (0.10992823913693428) | > loss_disc_real_1: 0.22408422827720642 (0.20787062495946884) | > loss_disc_real_2: 0.26451972126960754 (0.20838513225317) | > loss_disc_real_3: 0.2255668044090271 (0.26480455696582794) | > loss_disc_real_4: 0.28806689381599426 (0.2991292178630829) | > loss_disc_real_5: 0.19005034863948822 (0.21599562466144562) | > loss_0: 2.3515625 (2.3504743576049805) | > loss_gen: 2.385152578353882 (2.4007424116134644) | > loss_kl: 2.5881500244140625 (2.7075663805007935) | > loss_feat: 5.986825466156006 (5.831035852432251) | > loss_mel: 18.09352684020996 (17.672651290893555) | > loss_duration: 2.4633548259735107 (2.4666707515716553) | > loss_1: 31.517009735107422 (31.07866668701172)  --> STEP: 3 | > loss_disc: 2.149874687194824 (2.283607800801595) | > loss_disc_real_0: 0.08868473023176193 (0.10284706950187683) | > loss_disc_real_1: 0.18494229018688202 (0.2002278467019399) | > loss_disc_real_2: 0.20007430016994476 (0.20561485489209494) | > loss_disc_real_3: 0.2135990709066391 (0.24773606161276499) | > loss_disc_real_4: 0.2568599581718445 (0.2850394646326701) | > loss_disc_real_5: 0.17804691195487976 (0.203346053759257) | > loss_0: 2.149874687194824 (2.283607800801595) | > loss_gen: 2.4809930324554443 (2.427492618560791) | > loss_kl: 3.0873279571533203 (2.8341535727183023) | > loss_feat: 7.459404468536377 (6.373825391133626) | > loss_mel: 17.647483825683594 (17.664262135823567) | > loss_duration: 2.257737398147583 (2.397026300430298) | > loss_1: 32.932945251464844 (31.696759541829426)  --> STEP: 4 | > loss_disc: 2.3592963218688965 (2.3025299310684204) | > loss_disc_real_0: 0.07293783128261566 (0.09536975994706154) | > loss_disc_real_1: 0.19466069340705872 (0.1988360583782196) | > loss_disc_real_2: 0.17176245152950287 (0.19715175405144691) | > loss_disc_real_3: 0.23402699828147888 (0.24430879577994347) | > loss_disc_real_4: 0.271699458360672 (0.28170446306467056) | > loss_disc_real_5: 0.1955755054950714 (0.2014034166932106) | > loss_0: 2.3592963218688965 (2.3025299310684204) | > loss_gen: 2.192272663116455 (2.368687629699707) | > loss_kl: 3.0015971660614014 (2.876014471054077) | > loss_feat: 6.103142738342285 (6.306154727935791) | > loss_mel: 17.94862174987793 (17.735352039337158) | > loss_duration: 2.2755885124206543 (2.366666853427887) | > loss_1: 31.521223068237305 (31.652875423431396)  --> STEP: 5 | > loss_disc: 2.400252342224121 (2.3220744132995605) | > loss_disc_real_0: 0.147780179977417 (0.10585184395313263) | > loss_disc_real_1: 0.27941322326660156 (0.214951491355896) | > loss_disc_real_2: 0.18871894478797913 (0.19546519219875336) | > loss_disc_real_3: 0.20439036190509796 (0.23632510900497436) | > loss_disc_real_4: 0.24500952661037445 (0.2743654757738113) | > loss_disc_real_5: 0.19224098324775696 (0.19957093000411988) | > loss_0: 2.400252342224121 (2.3220744132995605) | > loss_gen: 2.4619808197021484 (2.3873462677001953) | > loss_kl: 2.543968915939331 (2.809605360031128) | > loss_feat: 5.726391792297363 (6.190202140808106) | > loss_mel: 18.62490463256836 (17.913262557983398) | > loss_duration: 2.3664770126342773 (2.366628885269165) | > loss_1: 31.723724365234375 (31.667045211791994)  --> STEP: 6 | > loss_disc: 2.3872087001800537 (2.3329301277796426) | > loss_disc_real_0: 0.14755849540233612 (0.11280295252799988) | > loss_disc_real_1: 0.15358182787895203 (0.20472321410973868) | > loss_disc_real_2: 0.1728229969739914 (0.19169149299462637) | > loss_disc_real_3: 0.25313079357147217 (0.239126056432724) | > loss_disc_real_4: 0.24233068525791168 (0.2690263440211614) | > loss_disc_real_5: 0.1567649096250534 (0.19243659327427545) | > loss_0: 2.3872087001800537 (2.3329301277796426) | > loss_gen: 2.234515428543091 (2.3618744611740112) | > loss_kl: 3.1125659942626953 (2.8600987990697226) | > loss_feat: 5.879609107971191 (6.138436635335286) | > loss_mel: 19.693958282470703 (18.21004517873128) | > loss_duration: 2.126676321029663 (2.326636791229248) | > loss_1: 33.047325134277344 (31.89709186553955)  --> STEP: 7 | > loss_disc: 2.336395502090454 (2.3334251812526157) | > loss_disc_real_0: 0.11096619069576263 (0.11254055798053741) | > loss_disc_real_1: 0.16114450991153717 (0.19849768493856704) | > loss_disc_real_2: 0.1997949481010437 (0.19284912943840027) | > loss_disc_real_3: 0.2342417687177658 (0.23842830104487284) | > loss_disc_real_4: 0.2554897367954254 (0.2670925429889134) | > loss_disc_real_5: 0.20973029732704163 (0.19490712242467062) | > loss_0: 2.336395502090454 (2.3334251812526157) | > loss_gen: 2.4238827228546143 (2.3707327842712402) | > loss_kl: 3.652165412902832 (2.9732511724744524) | > loss_feat: 6.689531326293945 (6.21716444832938) | > loss_mel: 17.98320770263672 (18.17763982500349) | > loss_duration: 2.448848247528076 (2.3440955707005093) | > loss_1: 33.197635650634766 (32.08288383483887)  --> STEP: 8 | > loss_disc: 2.184068441390991 (2.3147555887699127) | > loss_disc_real_0: 0.11573279649019241 (0.11293958779424429) | > loss_disc_real_1: 0.11444038152694702 (0.18799052201211452) | > loss_disc_real_2: 0.10716509073972702 (0.1821386246010661) | > loss_disc_real_3: 0.16960009932518005 (0.22982477582991123) | > loss_disc_real_4: 0.19615410268306732 (0.25822523795068264) | > loss_disc_real_5: 0.1594087779521942 (0.19046982936561108) | > loss_0: 2.184068441390991 (2.3147555887699127) | > loss_gen: 2.2202346324920654 (2.3519205152988434) | > loss_kl: 3.5130832195281982 (3.0407301783561707) | > loss_feat: 11.116418838500977 (6.82957124710083) | > loss_mel: 18.112773895263672 (18.16953158378601) | > loss_duration: 2.2094314098358154 (2.3272625505924225) | > loss_1: 37.171939849853516 (32.7190158367157)  --> STEP: 9 | > loss_disc: 2.196923017501831 (2.301663080851237) | > loss_disc_real_0: 0.058040034025907516 (0.1068396373755402) | > loss_disc_real_1: 0.15553374588489532 (0.18438421355353463) | > loss_disc_real_2: 0.1618216335773468 (0.17988118115398619) | > loss_disc_real_3: 0.30661484599113464 (0.23835700584782493) | > loss_disc_real_4: 0.28110435605049133 (0.2607673621839947) | > loss_disc_real_5: 0.18380755186080933 (0.189729576309522) | > loss_0: 2.196923017501831 (2.301663080851237) | > loss_gen: 2.428588390350342 (2.360439168082343) | > loss_kl: 2.6948578357696533 (3.00229991806878) | > loss_feat: 9.48676586151123 (7.12481509314643) | > loss_mel: 19.272783279418945 (18.292115105523003) | > loss_duration: 2.0871334075927734 (2.3005815347035727) | > loss_1: 35.970130920410156 (33.08025084601508)  --> STEP: 10 | > loss_disc: 2.454451084136963 (2.3169418811798095) | > loss_disc_real_0: 0.20225274562835693 (0.11638094820082187) | > loss_disc_real_1: 0.2596765458583832 (0.19191344678401948) | > loss_disc_real_2: 0.21575258672237396 (0.18346832171082497) | > loss_disc_real_3: 0.24752338230609894 (0.23927364349365235) | > loss_disc_real_4: 0.26120755076408386 (0.26081138104200363) | > loss_disc_real_5: 0.2041567713022232 (0.1911722958087921) | > loss_0: 2.454451084136963 (2.3169418811798095) | > loss_gen: 2.4236700534820557 (2.3667622566223145) | > loss_kl: 2.118947982788086 (2.9139647245407105) | > loss_feat: 5.771095275878906 (6.989443111419678) | > loss_mel: 13.137099266052246 (17.77661352157593) | > loss_duration: 2.255354642868042 (2.2960588455200197) | > loss_1: 25.706165313720703 (32.34284229278565)  --> STEP: 11 | > loss_disc: 2.3124325275421143 (2.316531939940019) | > loss_disc_real_0: 0.05367729067802429 (0.11068061569874937) | > loss_disc_real_1: 0.1767854243516922 (0.19053817201744427) | > loss_disc_real_2: 0.19446560740470886 (0.1844680749557235) | > loss_disc_real_3: 0.23087862133979797 (0.23851045966148376) | > loss_disc_real_4: 0.3102320730686188 (0.2653041712262414) | > loss_disc_real_5: 0.2791653275489807 (0.19917166233062744) | > loss_0: 2.3124325275421143 (2.316531939940019) | > loss_gen: 2.428784132003784 (2.3724006089297207) | > loss_kl: 3.3056302070617676 (2.9495706774971704) | > loss_feat: 7.810002326965332 (7.06403940374201) | > loss_mel: 17.718568801879883 (17.77133672887629) | > loss_duration: 2.5057015419006348 (2.315117272463712) | > loss_1: 33.7686882019043 (32.47246464816007)  --> STEP: 12 | > loss_disc: 2.5686275959014893 (2.3375399112701416) | > loss_disc_real_0: 0.1465654820203781 (0.11367102122555177) | > loss_disc_real_1: 0.24023322761058807 (0.19467942665020624) | > loss_disc_real_2: 0.24680215120315552 (0.18966258130967617) | > loss_disc_real_3: 0.25637832283973694 (0.23999944825967154) | > loss_disc_real_4: 0.29196101427078247 (0.2675255748132865) | > loss_disc_real_5: 0.24122241139411926 (0.20267589141925177) | > loss_0: 2.5686275959014893 (2.3375399112701416) | > loss_gen: 2.3161752223968506 (2.3677151600519815) | > loss_kl: 2.42602276802063 (2.905941685040792) | > loss_feat: 5.724650859832764 (6.952423691749573) | > loss_mel: 17.107147216796875 (17.71598760286967) | > loss_duration: 2.2351667881011963 (2.3084547321001687) | > loss_1: 29.809162139892578 (32.25052277247111)  --> STEP: 13 | > loss_disc: 2.551236629486084 (2.3539781203636756) | > loss_disc_real_0: 0.1717900037765503 (0.11814171219101319) | > loss_disc_real_1: 0.23869700729846954 (0.19806539439238036) | > loss_disc_real_2: 0.2003413885831833 (0.19048402802302286) | > loss_disc_real_3: 0.29291388392448425 (0.24406978946465713) | > loss_disc_real_4: 0.2655038833618164 (0.2673700600862503) | > loss_disc_real_5: 0.19934561848640442 (0.2024197165782635) | > loss_0: 2.551236629486084 (2.3539781203636756) | > loss_gen: 2.1838557720184326 (2.353572130203247) | > loss_kl: 2.837045192718506 (2.9006419548621545) | > loss_feat: 4.804304122924805 (6.787183724916899) | > loss_mel: 11.954485893249512 (17.272795163668118) | > loss_duration: 2.1956064701080322 (2.299774096562312) | > loss_1: 23.975296020507812 (31.613966868473934)  --> STEP: 14 | > loss_disc: 2.4221627712249756 (2.358848452568054) | > loss_disc_real_0: 0.126846045255661 (0.11876345026705946) | > loss_disc_real_1: 0.13155485689640045 (0.19331464171409607) | > loss_disc_real_2: 0.20678670704364777 (0.19164850509592465) | > loss_disc_real_3: 0.20123659074306488 (0.24101027527025767) | > loss_disc_real_4: 0.25612881779670715 (0.26656711420842577) | > loss_disc_real_5: 0.17350254952907562 (0.20035420464617865) | > loss_0: 2.4221627712249756 (2.358848452568054) | > loss_gen: 2.0381128787994385 (2.3310393265315463) | > loss_kl: 3.185516595840454 (2.9209901435034618) | > loss_feat: 6.347224235534668 (6.755758047103882) | > loss_mel: 18.510496139526367 (17.36120237622942) | > loss_duration: 2.3407912254333496 (2.302703891481672) | > loss_1: 32.42213821411133 (31.671693393162318)  --> STEP: 15 | > loss_disc: 2.506526231765747 (2.3686936378479) | > loss_disc_real_0: 0.12757430970668793 (0.11935084089636802) | > loss_disc_real_1: 0.26040056347846985 (0.19778703649838766) | > loss_disc_real_2: 0.23535653948783875 (0.1945623740553856) | > loss_disc_real_3: 0.26206448674201965 (0.24241388936837513) | > loss_disc_real_4: 0.2978396713733673 (0.2686519513527552) | > loss_disc_real_5: 0.23603706061840057 (0.20273306171099345) | > loss_0: 2.506526231765747 (2.3686936378479) | > loss_gen: 2.323359966278076 (2.3305273691813153) | > loss_kl: 2.799899101257324 (2.912917407353719) | > loss_feat: 6.257265090942383 (6.722525183359782) | > loss_mel: 16.0775089263916 (17.2756228129069) | > loss_duration: 2.2759432792663574 (2.300919850667318) | > loss_1: 29.733978271484375 (31.542512385050454)  --> STEP: 16 | > loss_disc: 2.206329584121704 (2.358545884490013) | > loss_disc_real_0: 0.07804650813341141 (0.11676932009868324) | > loss_disc_real_1: 0.213005930185318 (0.1987382173538208) | > loss_disc_real_2: 0.2557278871536255 (0.19838521862402558) | > loss_disc_real_3: 0.22762218117713928 (0.2414894076064229) | > loss_disc_real_4: 0.20575028657913208 (0.2647205973044038) | > loss_disc_real_5: 0.13907068967819214 (0.19875416345894337) | > loss_0: 2.206329584121704 (2.358545884490013) | > loss_gen: 2.656346559524536 (2.3508910685777664) | > loss_kl: 2.6861584186553955 (2.898744970560074) | > loss_feat: 8.658835411071777 (6.843544572591782) | > loss_mel: 17.65679359436035 (17.29944598674774) | > loss_duration: 2.382716655731201 (2.3060321509838104) | > loss_1: 34.04085159301758 (31.6986585855484)  --> STEP: 17 | > loss_disc: 2.6962761878967285 (2.3784123729257023) | > loss_disc_real_0: 0.16129830479621887 (0.11938867213971474) | > loss_disc_real_1: 0.22421135008335114 (0.20023663692614613) | > loss_disc_real_2: 0.26764634251594543 (0.2024594023823738) | > loss_disc_real_3: 0.3134803771972656 (0.2457241705235313) | > loss_disc_real_4: 0.30593329668045044 (0.2671448737382889) | > loss_disc_real_5: 0.32490038871765137 (0.20617452965063207) | > loss_0: 2.6962761878967285 (2.3784123729257023) | > loss_gen: 2.3094730377197266 (2.348454713821411) | > loss_kl: 1.9379750490188599 (2.8422290928223553) | > loss_feat: 5.3979902267456055 (6.758511964012595) | > loss_mel: 16.80190086364746 (17.27017862656537) | > loss_duration: 2.376042366027832 (2.3101503989275765) | > loss_1: 28.823383331298828 (31.52952474706313)  --> STEP: 18 | > loss_disc: 2.203080177307129 (2.368671695391337) | > loss_disc_real_0: 0.06342088431119919 (0.1162793505936861) | > loss_disc_real_1: 0.139032244682312 (0.19683639291259977) | > loss_disc_real_2: 0.10520783811807632 (0.19705653770102394) | > loss_disc_real_3: 0.2129078209400177 (0.24390103999111387) | > loss_disc_real_4: 0.24725735187530518 (0.26604001141256756) | > loss_disc_real_5: 0.19256116449832916 (0.20541823158661524) | > loss_0: 2.203080177307129 (2.368671695391337) | > loss_gen: 2.2130932807922363 (2.340934634208679) | > loss_kl: 2.5877814292907715 (2.828093111515045) | > loss_feat: 9.121354103088379 (6.889780971739027) | > loss_mel: 19.704858779907227 (17.405438635084366) | > loss_duration: 2.2334837913513184 (2.3058911429511175) | > loss_1: 35.86056900024414 (31.7701383166843)  --> STEP: 19 | > loss_disc: 2.380190134048462 (2.3692779290048698) | > loss_disc_real_0: 0.16413554549217224 (0.11879809769360643) | > loss_disc_real_1: 0.2206183671951294 (0.19808807576957502) | > loss_disc_real_2: 0.19197411835193634 (0.19678904194580882) | > loss_disc_real_3: 0.25311461091041565 (0.24438596477634028) | > loss_disc_real_4: 0.2229083627462387 (0.2637699246406555) | > loss_disc_real_5: 0.186459481716156 (0.20442040264606476) | > loss_0: 2.380190134048462 (2.3692779290048698) | > loss_gen: 2.2861814498901367 (2.338052887665598) | > loss_kl: 2.3598875999450684 (2.803450716169257) | > loss_feat: 7.246793746948242 (6.90857111780267) | > loss_mel: 16.789165496826172 (17.373003206754987) | > loss_duration: 2.330063819885254 (2.3071633891055456) | > loss_1: 31.01209259033203 (31.730241173192073)  --> STEP: 20 | > loss_disc: 2.4059994220733643 (2.3711140036582945) | > loss_disc_real_0: 0.12649287283420563 (0.11918283645063639) | > loss_disc_real_1: 0.15938051044940948 (0.19615269750356673) | > loss_disc_real_2: 0.25859853625297546 (0.19987951666116716) | > loss_disc_real_3: 0.22086502611637115 (0.24320991784334184) | > loss_disc_real_4: 0.24883072078227997 (0.26302296444773676) | > loss_disc_real_5: 0.19369930028915405 (0.2038843475282192) | > loss_0: 2.4059994220733643 (2.3711140036582945) | > loss_gen: 2.1431326866149902 (2.3283068776130675) | > loss_kl: 1.8984252214431763 (2.7581994414329527) | > loss_feat: 5.903768539428711 (6.8583309888839725) | > loss_mel: 18.106327056884766 (17.409669399261475) | > loss_duration: 2.348407506942749 (2.3092255949974057) | > loss_1: 30.400060653686523 (31.6637321472168)  --> STEP: 21 | > loss_disc: 2.3307952880859375 (2.369194064821516) | > loss_disc_real_0: 0.14227236807346344 (0.1202823379564853) | > loss_disc_real_1: 0.25714167952537537 (0.19905693474270048) | > loss_disc_real_2: 0.1380578577518463 (0.19693562814167567) | > loss_disc_real_3: 0.22486427426338196 (0.24233631576810563) | > loss_disc_real_4: 0.27260133624076843 (0.26347907739026205) | > loss_disc_real_5: 0.3093945384025574 (0.20890864233175913) | > loss_0: 2.3307952880859375 (2.369194064821516) | > loss_gen: 2.5871453285217285 (2.340632518132528) | > loss_kl: 2.2938520908355713 (2.7360876628330777) | > loss_feat: 6.664894104003906 (6.849119708651588) | > loss_mel: 16.691970825195312 (17.375493276686896) | > loss_duration: 2.1317689418792725 (2.3007752781822566) | > loss_1: 30.369630813598633 (31.602108274187362)  --> STEP: 22 | > loss_disc: 2.141550064086914 (2.3588466102426704) | > loss_disc_real_0: 0.10935778170824051 (0.11978576721792872) | > loss_disc_real_1: 0.16832150518894196 (0.1976598697629842) | > loss_disc_real_2: 0.19525699317455292 (0.19685932655226102) | > loss_disc_real_3: 0.1638680249452591 (0.23876957527615808) | > loss_disc_real_4: 0.22081179916858673 (0.2615396556529132) | > loss_disc_real_5: 0.17463725805282593 (0.20735085213726218) | > loss_0: 2.141550064086914 (2.3588466102426704) | > loss_gen: 2.5340354442596436 (2.349423560229215) | > loss_kl: 1.9427903890609741 (2.7000286958434363) | > loss_feat: 8.286499977111816 (6.91445517539978) | > loss_mel: 18.999954223632812 (17.449332410638984) | > loss_duration: 2.1903228759765625 (2.295754714445634) | > loss_1: 33.9536018371582 (31.70899434523149)  --> STEP: 23 | > loss_disc: 2.553567409515381 (2.367312731950179) | > loss_disc_real_0: 0.11348080635070801 (0.11951163848457129) | > loss_disc_real_1: 0.1781618893146515 (0.1968121314826219) | > loss_disc_real_2: 0.2765558660030365 (0.2003243934849034) | > loss_disc_real_3: 0.33837753534317017 (0.24310035614863687) | > loss_disc_real_4: 0.3019186556339264 (0.26329526434773987) | > loss_disc_real_5: 0.21598926186561584 (0.20772643516892972) | > loss_0: 2.553567409515381 (2.367312731950179) | > loss_gen: 2.293975353240967 (2.3470127686210303) | > loss_kl: 2.899160861968994 (2.7086866161097647) | > loss_feat: 5.555941581726074 (6.8553893669791846) | > loss_mel: 17.457260131835938 (17.44967709416929) | > loss_duration: 2.3602535724639893 (2.298559012620345) | > loss_1: 30.566593170166016 (31.659324728924297)  --> STEP: 24 | > loss_disc: 2.6267001628875732 (2.3781205415725704) | > loss_disc_real_0: 0.2419004738330841 (0.12461117329075933) | > loss_disc_real_1: 0.19275912642478943 (0.19664325627187887) | > loss_disc_real_2: 0.22853615880012512 (0.20149988370637098) | > loss_disc_real_3: 0.27684709429740906 (0.24450647023816904) | > loss_disc_real_4: 0.2922949194908142 (0.26450358331203466) | > loss_disc_real_5: 0.2606169581413269 (0.20993020695944628) | > loss_0: 2.6267001628875732 (2.3781205415725704) | > loss_gen: 2.3487024307250977 (2.3470831712086997) | > loss_kl: 2.4598796367645264 (2.698319658637047) | > loss_feat: 5.111179351806641 (6.782713949680328) | > loss_mel: 17.485671997070312 (17.451176881790165) | > loss_duration: 2.4006214141845703 (2.3028116126855207) | > loss_1: 29.806055068969727 (31.58210515975952)  --> STEP: 25 | > loss_disc: 2.514923095703125 (2.3835926437377926) | > loss_disc_real_0: 0.12828433513641357 (0.12475809976458549) | > loss_disc_real_1: 0.1504732221364975 (0.19479645490646363) | > loss_disc_real_2: 0.24985025823116302 (0.20343389868736267) | > loss_disc_real_3: 0.2159910500049591 (0.24336585342884065) | > loss_disc_real_4: 0.28381532430648804 (0.26527605295181284) | > loss_disc_real_5: 0.2134513258934021 (0.2100710517168045) | > loss_0: 2.514923095703125 (2.3835926437377926) | > loss_gen: 2.0960164070129395 (2.337040500640869) | > loss_kl: 2.8733134269714355 (2.7053194093704223) | > loss_feat: 7.4190993309021 (6.808169364929199) | > loss_mel: 16.81259536743164 (17.425633621215823) | > loss_duration: 2.3636910915374756 (2.305246791839599) | > loss_1: 31.564714431762695 (31.581409530639647)  --> STEP: 26 | > loss_disc: 2.3363723754882812 (2.38177647957435) | > loss_disc_real_0: 0.11952081322669983 (0.12455666566697451) | > loss_disc_real_1: 0.20101766288280487 (0.19503573213632291) | > loss_disc_real_2: 0.25392621755599976 (0.205375910951541) | > loss_disc_real_3: 0.20941027998924255 (0.24205986983500993) | > loss_disc_real_4: 0.2333071529865265 (0.2640464798762249) | > loss_disc_real_5: 0.18633906543254852 (0.2091582830135639) | > loss_0: 2.3363723754882812 (2.38177647957435) | > loss_gen: 2.339329242706299 (2.337128529181847) | > loss_kl: 2.2367711067199707 (2.6872983208069434) | > loss_feat: 11.428699493408203 (6.9858820621783915) | > loss_mel: 17.85425567626953 (17.442119084871734) | > loss_duration: 2.334649085998535 (2.3063776493072505) | > loss_1: 36.193702697753906 (31.758805421682503) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024902912286611702 (+1.5423848078800848e-05) | > avg_loss_disc: 2.38177647957435 (-0.05901850186861557) | > avg_loss_disc_real_0: 0.12455666566697451 (+0.0036267907573626634) | > avg_loss_disc_real_1: 0.19503573213632291 (-0.00606674070541674) | > avg_loss_disc_real_2: 0.205375910951541 (-0.0569485305593565) | > avg_loss_disc_real_3: 0.24205986983500993 (-0.017126887463606355) | > avg_loss_disc_real_4: 0.2640464798762249 (+0.041018962286985955) | > avg_loss_disc_real_5: 0.2091582830135639 (-0.021141114143224865) | > avg_loss_0: 2.38177647957435 (-0.05901850186861557) | > avg_loss_gen: 2.337128529181847 (+0.0331097657863908) | > avg_loss_kl: 2.6872983208069434 (-0.01126236181992768) | > avg_loss_feat: 6.9858820621783915 (+0.4927448676182671) | > avg_loss_mel: 17.442119084871734 (-0.372001611269436) | > avg_loss_duration: 2.3063776493072505 (-0.030722865691552137) | > avg_loss_1: 31.758805421682503 (+0.1118680513822099)  > EPOCH: 489/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:39:13)   --> TIME: 2024-06-11 12:39:16 -- STEP: 4/330 -- GLOBAL_STEP: 249375 | > loss_disc: 2.282921552658081 (2.3055883049964905) | > loss_disc_real_0: 0.08495838940143585 (0.1030535101890564) | > loss_disc_real_1: 0.2072787880897522 (0.1870814748108387) | > loss_disc_real_2: 0.19315466284751892 (0.20860421657562256) | > loss_disc_real_3: 0.21740859746932983 (0.20566203072667122) | > loss_disc_real_4: 0.22099526226520538 (0.22294539213180542) | > loss_disc_real_5: 0.2305767685174942 (0.20768781006336212) | > loss_0: 2.282921552658081 (2.3055883049964905) | > grad_norm_0: tensor(10.5575, device='cuda:0') (tensor(6.8809, device='cuda:0')) | > loss_gen: 2.556819200515747 (2.515719473361969) | > loss_kl: 1.968835711479187 (1.9436980187892914) | > loss_feat: 6.98516321182251 (6.909990310668945) | > loss_mel: 18.36865997314453 (18.64305067062378) | > loss_duration: 2.1995434761047363 (2.2073566913604736) | > loss_1: 32.07902145385742 (32.21981477737427) | > grad_norm_1: tensor(91.4257, device='cuda:0') (tensor(71.7938, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3839 (0.38926613330841064) | > loader_time: 0.0036 (0.0033656954765319824)  --> TIME: 2024-06-11 12:39:25 -- STEP: 29/330 -- GLOBAL_STEP: 249400 | > loss_disc: 2.4129772186279297 (2.3511314556516454) | > loss_disc_real_0: 0.11156721413135529 (0.11280289343718825) | > loss_disc_real_1: 0.20300540328025818 (0.19849408238098537) | > loss_disc_real_2: 0.21227070689201355 (0.20583963342781725) | > loss_disc_real_3: 0.203378826379776 (0.227902519805678) | > loss_disc_real_4: 0.21148817241191864 (0.23008090977011056) | > loss_disc_real_5: 0.2020493894815445 (0.22525931175412803) | > loss_0: 2.4129772186279297 (2.3511314556516454) | > grad_norm_0: tensor(13.2666, device='cuda:0') (tensor(10.9271, device='cuda:0')) | > loss_gen: 2.4044270515441895 (2.50098311490026) | > loss_kl: 1.7280839681625366 (1.8797399709964622) | > loss_feat: 7.291677474975586 (6.957823243634454) | > loss_mel: 17.999799728393555 (18.043555555672476) | > loss_duration: 2.0220768451690674 (2.059193750907635) | > loss_1: 31.44606590270996 (31.441295492238012) | > grad_norm_1: tensor(204.2731, device='cuda:0') (tensor(122.8677, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3784 (0.37662001313834353) | > loader_time: 0.0039 (0.0035494689283699825)  --> TIME: 2024-06-11 12:39:35 -- STEP: 54/330 -- GLOBAL_STEP: 249425 | > loss_disc: 2.2506821155548096 (2.36763060534442) | > loss_disc_real_0: 0.08842643350362778 (0.11742288536495632) | > loss_disc_real_1: 0.20765908062458038 (0.20201255629460016) | > loss_disc_real_2: 0.21538224816322327 (0.21229025666360501) | > loss_disc_real_3: 0.20564448833465576 (0.22791474643680784) | > loss_disc_real_4: 0.21878759562969208 (0.23084149150936692) | > loss_disc_real_5: 0.18217256665229797 (0.22305041772347908) | > loss_0: 2.2506821155548096 (2.36763060534442) | > grad_norm_0: tensor(17.0756, device='cuda:0') (tensor(16.1300, device='cuda:0')) | > loss_gen: 2.5216236114501953 (2.4923528344542896) | > loss_kl: 1.9731677770614624 (1.8992475955574601) | > loss_feat: 7.861721515655518 (6.998720681225812) | > loss_mel: 18.562170028686523 (18.10056234289098) | > loss_duration: 1.994668960571289 (2.0307562792742706) | > loss_1: 32.913352966308594 (31.52163975327103) | > grad_norm_1: tensor(289.1006, device='cuda:0') (tensor(170.8635, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3752 (0.3761682024708501) | > loader_time: 0.0036 (0.003653159847965947)  --> TIME: 2024-06-11 12:39:45 -- STEP: 79/330 -- GLOBAL_STEP: 249450 | > loss_disc: 2.441206455230713 (2.3581271775161174) | > loss_disc_real_0: 0.13335010409355164 (0.1169707757196849) | > loss_disc_real_1: 0.19821427762508392 (0.20078891006451616) | > loss_disc_real_2: 0.21759535372257233 (0.2109675669594656) | > loss_disc_real_3: 0.22347114980220795 (0.22665901255758503) | > loss_disc_real_4: 0.22364552319049835 (0.22830788489383988) | > loss_disc_real_5: 0.20310494303703308 (0.22090949853764305) | > loss_0: 2.441206455230713 (2.3581271775161174) | > grad_norm_0: tensor(25.0781, device='cuda:0') (tensor(17.5313, device='cuda:0')) | > loss_gen: 2.3055782318115234 (2.494413961338091) | > loss_kl: 1.9154682159423828 (1.9171333373347414) | > loss_feat: 6.701050758361816 (7.051052033146726) | > loss_mel: 17.728551864624023 (18.0274755984922) | > loss_duration: 1.9853873252868652 (2.0197184312192706) | > loss_1: 30.636035919189453 (31.509793317770654) | > grad_norm_1: tensor(313.8291, device='cuda:0') (tensor(205.0154, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3778 (0.376640217213691) | > loader_time: 0.0039 (0.0037161670153654076)  --> TIME: 2024-06-11 12:39:54 -- STEP: 104/330 -- GLOBAL_STEP: 249475 | > loss_disc: 2.3248791694641113 (2.3605947746680354) | > loss_disc_real_0: 0.1209174394607544 (0.11765332340907592) | > loss_disc_real_1: 0.20817311108112335 (0.19969497821651971) | > loss_disc_real_2: 0.22580207884311676 (0.21187141050512975) | > loss_disc_real_3: 0.2357642650604248 (0.22930115676270083) | > loss_disc_real_4: 0.23060745000839233 (0.230115768714593) | > loss_disc_real_5: 0.24584583938121796 (0.22209325762322316) | > loss_0: 2.3248791694641113 (2.3605947746680354) | > grad_norm_0: tensor(14.3835, device='cuda:0') (tensor(20.7827, device='cuda:0')) | > loss_gen: 2.751018524169922 (2.5012197838379775) | > loss_kl: 1.7472941875457764 (1.9110818723073373) | > loss_feat: 7.4643144607543945 (7.044525916759785) | > loss_mel: 18.014892578125 (18.02403121728163) | > loss_duration: 2.0781688690185547 (2.02073310659482) | > loss_1: 32.055686950683594 (31.50159190251277) | > grad_norm_1: tensor(380.6278, device='cuda:0') (tensor(231.0988, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3564 (0.37553213422115034) | > loader_time: 0.0036 (0.003742662759927603)  --> TIME: 2024-06-11 12:40:04 -- STEP: 129/330 -- GLOBAL_STEP: 249500 | > loss_disc: 2.332197904586792 (2.3561162726823697) | > loss_disc_real_0: 0.1268669068813324 (0.11691606905340224) | > loss_disc_real_1: 0.16692598164081573 (0.198676992525426) | > loss_disc_real_2: 0.18236710131168365 (0.21158922712008157) | > loss_disc_real_3: 0.24927444756031036 (0.2287923445304235) | > loss_disc_real_4: 0.21887922286987305 (0.2287377581115841) | > loss_disc_real_5: 0.23031634092330933 (0.2217733276675838) | > loss_0: 2.332197904586792 (2.3561162726823697) | > grad_norm_0: tensor(17.3309, device='cuda:0') (tensor(22.4719, device='cuda:0')) | > loss_gen: 2.5135583877563477 (2.5085294376047997) | > loss_kl: 2.0674197673797607 (1.9204520966655525) | > loss_feat: 6.426788330078125 (7.079127906828887) | > loss_mel: 18.580713272094727 (18.018269339273136) | > loss_duration: 1.9972630739212036 (2.0217233776122105) | > loss_1: 31.58574104309082 (31.548102075739425) | > grad_norm_1: tensor(307.9831, device='cuda:0') (tensor(244.9394, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3678 (0.3745897980623467) | > loader_time: 0.0039 (0.003808714622674986) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_249500.pth  --> TIME: 2024-06-11 12:40:18 -- STEP: 154/330 -- GLOBAL_STEP: 249525 | > loss_disc: 2.300762176513672 (2.353557312643375) | > loss_disc_real_0: 0.1232583075761795 (0.116965574297038) | > loss_disc_real_1: 0.20322054624557495 (0.19745369371655708) | > loss_disc_real_2: 0.2500862777233124 (0.21182316928714906) | > loss_disc_real_3: 0.23772868514060974 (0.22898839520556585) | > loss_disc_real_4: 0.22137877345085144 (0.22913007341422043) | > loss_disc_real_5: 0.20554444193840027 (0.22162302215765048) | > loss_0: 2.300762176513672 (2.353557312643375) | > grad_norm_0: tensor(43.8606, device='cuda:0') (tensor(23.6918, device='cuda:0')) | > loss_gen: 2.5699586868286133 (2.5118317418284217) | > loss_kl: 2.1087307929992676 (1.9230477755719966) | > loss_feat: 6.973430633544922 (7.084917635112614) | > loss_mel: 17.58074951171875 (17.99693227743173) | > loss_duration: 2.025890350341797 (2.024154919308502) | > loss_1: 31.258758544921875 (31.54088430280809) | > grad_norm_1: tensor(106.4291, device='cuda:0') (tensor(252.3246, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.377 (0.37668510226460244) | > loader_time: 0.0041 (0.0039192732278402745)  --> TIME: 2024-06-11 12:40:29 -- STEP: 179/330 -- GLOBAL_STEP: 249550 | > loss_disc: 2.328659772872925 (2.351561449093528) | > loss_disc_real_0: 0.13708725571632385 (0.11650921196244948) | > loss_disc_real_1: 0.1443611979484558 (0.19696579415704954) | > loss_disc_real_2: 0.22139179706573486 (0.21192236744158766) | > loss_disc_real_3: 0.23795746266841888 (0.22858829529924765) | > loss_disc_real_4: 0.21124154329299927 (0.22902763364368312) | > loss_disc_real_5: 0.2046479880809784 (0.22160593715792928) | > loss_0: 2.328659772872925 (2.351561449093528) | > grad_norm_0: tensor(27.4638, device='cuda:0') (tensor(25.2833, device='cuda:0')) | > loss_gen: 2.712942600250244 (2.5120949412191362) | > loss_kl: 1.9844375848770142 (1.9276531621730528) | > loss_feat: 7.449441432952881 (7.081039825631254) | > loss_mel: 17.925085067749023 (17.961316380420868) | > loss_duration: 2.071899890899658 (2.0302823209229808) | > loss_1: 32.14380645751953 (31.51238655644422) | > grad_norm_1: tensor(481.7006, device='cuda:0') (tensor(263.6245, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3751 (0.37926229018738816) | > loader_time: 0.0045 (0.004053454159358359)  --> TIME: 2024-06-11 12:40:39 -- STEP: 204/330 -- GLOBAL_STEP: 249575 | > loss_disc: 2.3251192569732666 (2.354944598441033) | > loss_disc_real_0: 0.09707625210285187 (0.11750889909179772) | > loss_disc_real_1: 0.15154053270816803 (0.19742556040485704) | > loss_disc_real_2: 0.22715513408184052 (0.2120146264194274) | > loss_disc_real_3: 0.24921737611293793 (0.22909421948533432) | > loss_disc_real_4: 0.20175036787986755 (0.2294282065156628) | > loss_disc_real_5: 0.20335876941680908 (0.22202529604820645) | > loss_0: 2.3251192569732666 (2.354944598441033) | > grad_norm_0: tensor(46.2855, device='cuda:0') (tensor(26.7929, device='cuda:0')) | > loss_gen: 2.5120859146118164 (2.5128041295444237) | > loss_kl: 1.9396017789840698 (1.9304613769054413) | > loss_feat: 7.909708023071289 (7.092567446185093) | > loss_mel: 18.254690170288086 (17.94747653661987) | > loss_duration: 2.038485050201416 (2.0376169097189822) | > loss_1: 32.654571533203125 (31.52092638202742) | > grad_norm_1: tensor(470.8993, device='cuda:0') (tensor(272.3172, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.4159 (0.38245057592204973) | > loader_time: 0.005 (0.0045150576853284635)  --> TIME: 2024-06-11 12:40:49 -- STEP: 229/330 -- GLOBAL_STEP: 249600 | > loss_disc: 2.225680112838745 (2.3596502860040154) | > loss_disc_real_0: 0.05980413407087326 (0.11953808599879648) | > loss_disc_real_1: 0.19027766585350037 (0.1978724540321067) | > loss_disc_real_2: 0.24582377076148987 (0.21240030079429328) | > loss_disc_real_3: 0.19663061201572418 (0.22928656292794572) | > loss_disc_real_4: 0.20101521909236908 (0.22867314732230906) | > loss_disc_real_5: 0.19166599214076996 (0.2219629182956104) | > loss_0: 2.225680112838745 (2.3596502860040154) | > grad_norm_0: tensor(44.4120, device='cuda:0') (tensor(30.2253, device='cuda:0')) | > loss_gen: 2.5708603858947754 (2.509506926265864) | > loss_kl: 2.065340280532837 (1.9354608808542444) | > loss_feat: 7.804592132568359 (7.079419217255438) | > loss_mel: 17.68236541748047 (17.903195885071053) | > loss_duration: 2.1481151580810547 (2.045722232635367) | > loss_1: 32.271270751953125 (31.47330513167069) | > grad_norm_1: tensor(472.7984, device='cuda:0') (tensor(288.2267, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.3941 (0.38435791985957385) | > loader_time: 0.0051 (0.004594577972545374)  --> TIME: 2024-06-11 12:41:00 -- STEP: 254/330 -- GLOBAL_STEP: 249625 | > loss_disc: 2.359518051147461 (2.35954386699857) | > loss_disc_real_0: 0.11223162710666656 (0.11948062040967734) | > loss_disc_real_1: 0.15530379116535187 (0.1973851450432943) | > loss_disc_real_2: 0.2438933551311493 (0.21269523369984367) | > loss_disc_real_3: 0.23695717751979828 (0.22934804985842366) | > loss_disc_real_4: 0.24447588622570038 (0.22937210995381271) | > loss_disc_real_5: 0.24979646503925323 (0.221778499211852) | > loss_0: 2.359518051147461 (2.35954386699857) | > grad_norm_0: tensor(9.9878, device='cuda:0') (tensor(29.3941, device='cuda:0')) | > loss_gen: 2.5262486934661865 (2.504747227420955) | > loss_kl: 2.052427053451538 (1.9367970289207819) | > loss_feat: 7.867069244384766 (7.07476918340668) | > loss_mel: 17.87592315673828 (17.860277862999368) | > loss_duration: 2.083235740661621 (2.05256766221655) | > loss_1: 32.404903411865234 (31.429158961679054) | > grad_norm_1: tensor(59.1496, device='cuda:0') (tensor(283.8359, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.4307 (0.3874096372934777) | > loader_time: 0.006 (0.004690055772075503)  --> TIME: 2024-06-11 12:41:11 -- STEP: 279/330 -- GLOBAL_STEP: 249650 | > loss_disc: 2.478508710861206 (2.360259825183501) | > loss_disc_real_0: 0.11816620081663132 (0.12003353340918445) | > loss_disc_real_1: 0.26417404413223267 (0.19789745965738878) | > loss_disc_real_2: 0.26220136880874634 (0.21289489666620892) | > loss_disc_real_3: 0.252197265625 (0.2294449762951943) | > loss_disc_real_4: 0.23117345571517944 (0.22892712590728612) | > loss_disc_real_5: 0.22789500653743744 (0.22149001585326314) | > loss_0: 2.478508710861206 (2.360259825183501) | > grad_norm_0: tensor(38.1505, device='cuda:0') (tensor(29.0724, device='cuda:0')) | > loss_gen: 2.458242654800415 (2.499876969176806) | > loss_kl: 2.0696513652801514 (1.943448910149195) | > loss_feat: 7.2069597244262695 (7.076850860349594) | > loss_mel: 16.994211196899414 (17.81691167346037) | > loss_duration: 2.1596994400024414 (2.061629292785483) | > loss_1: 30.888763427734375 (31.398717709339646) | > grad_norm_1: tensor(108.7729, device='cuda:0') (tensor(284.0282, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.4282 (0.39139629179431545) | > loader_time: 0.0071 (0.0048088659949627405)  --> TIME: 2024-06-11 12:41:23 -- STEP: 304/330 -- GLOBAL_STEP: 249675 | > loss_disc: 2.484457015991211 (2.366187979516233) | > loss_disc_real_0: 0.14538398385047913 (0.12084687762207498) | > loss_disc_real_1: 0.17302267253398895 (0.1983653197653199) | > loss_disc_real_2: 0.17568320035934448 (0.21308652919374013) | > loss_disc_real_3: 0.2054429054260254 (0.22965963871071213) | > loss_disc_real_4: 0.2170392870903015 (0.22928488293760702) | > loss_disc_real_5: 0.2409280240535736 (0.22181062160157844) | > loss_0: 2.484457015991211 (2.366187979516233) | > grad_norm_0: tensor(52.8337, device='cuda:0') (tensor(29.9033, device='cuda:0')) | > loss_gen: 2.3593521118164062 (2.49420041473288) | > loss_kl: 2.0638482570648193 (1.9457699672171944) | > loss_feat: 7.169759750366211 (7.087382013860502) | > loss_mel: 16.58463478088379 (17.76346245251203) | > loss_duration: 2.2125563621520996 (2.0721070162559823) | > loss_1: 30.390151977539062 (31.362921896733734) | > grad_norm_1: tensor(129.1745, device='cuda:0') (tensor(290.2705, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.4802 (0.397458426262203) | > loader_time: 0.0073 (0.004983406317861456)  --> TIME: 2024-06-11 12:41:52 -- STEP: 329/330 -- GLOBAL_STEP: 249700 | > loss_disc: 2.7356417179107666 (2.373251659167214) | > loss_disc_real_0: 0.20165906846523285 (0.12215482374500358) | > loss_disc_real_1: 0.15016643702983856 (0.19971508548614827) | > loss_disc_real_2: 0.20019599795341492 (0.21344358036945657) | > loss_disc_real_3: 0.23224322497844696 (0.22974115872817924) | > loss_disc_real_4: 0.2115350067615509 (0.22959091244859897) | > loss_disc_real_5: 0.20029282569885254 (0.22210973541968498) | > loss_0: 2.7356417179107666 (2.373251659167214) | > grad_norm_0: tensor(20.2657, device='cuda:0') (tensor(30.6450, device='cuda:0')) | > loss_gen: 2.6474268436431885 (2.4931039571037372) | > loss_kl: 2.0363306999206543 (1.9527601608751755) | > loss_feat: 11.146193504333496 (7.185492770650105) | > loss_mel: 18.9770565032959 (17.746695385153163) | > loss_duration: 2.318281650543213 (2.0864759440842393) | > loss_1: 37.12528991699219 (31.464528243230106) | > grad_norm_1: tensor(122.7042, device='cuda:0') (tensor(297.5674, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 14.7787 (0.45397203381663037) | > loader_time: 0.0332 (0.00543892782147532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3513219356536865 (2.3513219356536865) | > loss_disc_real_0: 0.09692920744419098 (0.09692920744419098) | > loss_disc_real_1: 0.24614503979682922 (0.24614503979682922) | > loss_disc_real_2: 0.2283453792333603 (0.2283453792333603) | > loss_disc_real_3: 0.21107634902000427 (0.21107634902000427) | > loss_disc_real_4: 0.24424661695957184 (0.24424661695957184) | > loss_disc_real_5: 0.189740851521492 (0.189740851521492) | > loss_0: 2.3513219356536865 (2.3513219356536865) | > loss_gen: 2.5386829376220703 (2.5386829376220703) | > loss_kl: 3.219486951828003 (3.219486951828003) | > loss_feat: 7.6600728034973145 (7.6600728034973145) | > loss_mel: 18.162954330444336 (18.162954330444336) | > loss_duration: 2.8653998374938965 (2.8653998374938965) | > loss_1: 34.446598052978516 (34.446598052978516)  --> STEP: 1 | > loss_disc: 2.272313356399536 (2.272313356399536) | > loss_disc_real_0: 0.09841187298297882 (0.09841187298297882) | > loss_disc_real_1: 0.2058251053094864 (0.2058251053094864) | > loss_disc_real_2: 0.2468009889125824 (0.2468009889125824) | > loss_disc_real_3: 0.23418304324150085 (0.23418304324150085) | > loss_disc_real_4: 0.18759207427501678 (0.18759207427501678) | > loss_disc_real_5: 0.21287822723388672 (0.21287822723388672) | > loss_0: 2.272313356399536 (2.272313356399536) | > loss_gen: 2.3770182132720947 (2.3770182132720947) | > loss_kl: 2.640373468399048 (2.640373468399048) | > loss_feat: 5.612576007843018 (5.612576007843018) | > loss_mel: 17.34250831604004 (17.34250831604004) | > loss_duration: 2.420164108276367 (2.420164108276367) | > loss_1: 30.392641067504883 (30.392641067504883)  --> STEP: 2 | > loss_disc: 2.4302990436553955 (2.351306200027466) | > loss_disc_real_0: 0.08829784393310547 (0.09335485845804214) | > loss_disc_real_1: 0.2907028794288635 (0.24826399236917496) | > loss_disc_real_2: 0.22530362010002136 (0.23605230450630188) | > loss_disc_real_3: 0.24259313941001892 (0.2383880913257599) | > loss_disc_real_4: 0.21328142285346985 (0.20043674856424332) | > loss_disc_real_5: 0.33067527413368225 (0.2717767506837845) | > loss_0: 2.4302990436553955 (2.351306200027466) | > loss_gen: 2.481701374053955 (2.429359793663025) | > loss_kl: 2.6318793296813965 (2.636126399040222) | > loss_feat: 5.449063301086426 (5.530819654464722) | > loss_mel: 19.331745147705078 (18.33712673187256) | > loss_duration: 2.431489944458008 (2.4258270263671875) | > loss_1: 32.32587814331055 (31.359259605407715)  --> STEP: 3 | > loss_disc: 2.269413948059082 (2.3240087827046714) | > loss_disc_real_0: 0.05023826286196709 (0.07898265992601712) | > loss_disc_real_1: 0.2386072278022766 (0.24504507084687552) | > loss_disc_real_2: 0.25914299488067627 (0.24374920129776) | > loss_disc_real_3: 0.23507444560527802 (0.23728354275226593) | > loss_disc_real_4: 0.2136623114347458 (0.20484526952107748) | > loss_disc_real_5: 0.22462722659111023 (0.25606024265289307) | > loss_0: 2.269413948059082 (2.3240087827046714) | > loss_gen: 2.465265989303589 (2.441328525543213) | > loss_kl: 3.189067840576172 (2.8204402128855386) | > loss_feat: 6.201094627380371 (5.7542446454366045) | > loss_mel: 18.778432846069336 (18.484228769938152) | > loss_duration: 2.270872116088867 (2.3741753896077475) | > loss_1: 32.90473175048828 (31.874416987101238)  --> STEP: 4 | > loss_disc: 2.397522449493408 (2.3423871994018555) | > loss_disc_real_0: 0.15243008732795715 (0.09734451677650213) | > loss_disc_real_1: 0.23286092281341553 (0.2419990338385105) | > loss_disc_real_2: 0.19562947750091553 (0.2317192703485489) | > loss_disc_real_3: 0.32789546251296997 (0.25993652269244194) | > loss_disc_real_4: 0.199602410197258 (0.2035345546901226) | > loss_disc_real_5: 0.2043766975402832 (0.2431393563747406) | > loss_0: 2.397522449493408 (2.3423871994018555) | > loss_gen: 2.48032808303833 (2.451078414916992) | > loss_kl: 3.1177470684051514 (2.894766926765442) | > loss_feat: 7.193817615509033 (6.114137887954712) | > loss_mel: 17.482881546020508 (18.23389196395874) | > loss_duration: 2.318138599395752 (2.3601661920547485) | > loss_1: 32.59291076660156 (32.05404043197632)  --> STEP: 5 | > loss_disc: 2.696810007095337 (2.413271760940552) | > loss_disc_real_0: 0.22058263421058655 (0.12199214026331902) | > loss_disc_real_1: 0.247053325176239 (0.24300989210605622) | > loss_disc_real_2: 0.30306416749954224 (0.24598824977874756) | > loss_disc_real_3: 0.30425697565078735 (0.26880061328411103) | > loss_disc_real_4: 0.2237878292798996 (0.207585209608078) | > loss_disc_real_5: 0.26467540860176086 (0.24744656682014465) | > loss_0: 2.696810007095337 (2.413271760940552) | > loss_gen: 2.288914680480957 (2.418645668029785) | > loss_kl: 2.497601270675659 (2.8153337955474855) | > loss_feat: 4.059018611907959 (5.703114032745361) | > loss_mel: 18.819440841674805 (18.351001739501953) | > loss_duration: 2.34385347366333 (2.356903648376465) | > loss_1: 30.008827209472656 (31.644997787475585)  --> STEP: 6 | > loss_disc: 2.624865770339966 (2.4485374291737876) | > loss_disc_real_0: 0.1335126906633377 (0.12391223199665546) | > loss_disc_real_1: 0.2164762169122696 (0.23858761290709177) | > loss_disc_real_2: 0.34617871046066284 (0.2626866598924001) | > loss_disc_real_3: 0.35361409187316895 (0.282936193048954) | > loss_disc_real_4: 0.24676020443439484 (0.21411437541246414) | > loss_disc_real_5: 0.22395335137844086 (0.24353103091319403) | > loss_0: 2.624865770339966 (2.4485374291737876) | > loss_gen: 2.3556838035583496 (2.4081520239512124) | > loss_kl: 2.8698384761810303 (2.8244179089864097) | > loss_feat: 5.486601829528809 (5.6670286655426025) | > loss_mel: 16.243762969970703 (17.99979527791341) | > loss_duration: 2.1467297077178955 (2.321874658266703) | > loss_1: 29.102619171142578 (31.22126801808675)  --> STEP: 7 | > loss_disc: 2.5524914264678955 (2.463388000215803) | > loss_disc_real_0: 0.11779461801052094 (0.12303828714149338) | > loss_disc_real_1: 0.26927268505096436 (0.2429711946419307) | > loss_disc_real_2: 0.3271360397338867 (0.27189371415546965) | > loss_disc_real_3: 0.3078975975513458 (0.2865021079778671) | > loss_disc_real_4: 0.29041439294815063 (0.2250143779175622) | > loss_disc_real_5: 0.2863544225692749 (0.24964865829263413) | > loss_0: 2.5524914264678955 (2.463388000215803) | > loss_gen: 2.624389410018921 (2.4390430791037425) | > loss_kl: 3.9052960872650146 (2.9788290773119246) | > loss_feat: 6.964166164398193 (5.852334022521973) | > loss_mel: 17.584304809570312 (17.94043949672154) | > loss_duration: 2.505523204803467 (2.348110164914812) | > loss_1: 33.58367919921875 (31.558755329677037)  --> STEP: 8 | > loss_disc: 2.513273239135742 (2.4696236550807953) | > loss_disc_real_0: 0.11416332423686981 (0.12192891677841544) | > loss_disc_real_1: 0.2713656723499298 (0.2465205043554306) | > loss_disc_real_2: 0.25890716910362244 (0.2702703960239887) | > loss_disc_real_3: 0.2931542694568634 (0.28733362816274166) | > loss_disc_real_4: 0.30468231439590454 (0.234972869977355) | > loss_disc_real_5: 0.35264164209365845 (0.2625227812677622) | > loss_0: 2.513273239135742 (2.4696236550807953) | > loss_gen: 2.77921724319458 (2.481564849615097) | > loss_kl: 2.5517053604125977 (2.9254386126995087) | > loss_feat: 6.153252601623535 (5.889948844909668) | > loss_mel: 17.433385848999023 (17.877057790756226) | > loss_duration: 2.2260329723358154 (2.3328505158424377) | > loss_1: 31.143592834472656 (31.50686001777649)  --> STEP: 9 | > loss_disc: 2.2938411235809326 (2.4500922626919217) | > loss_disc_real_0: 0.14010031521320343 (0.12394796104894744) | > loss_disc_real_1: 0.15120550990104675 (0.2359299494160546) | > loss_disc_real_2: 0.1721114218235016 (0.2593638433350457) | > loss_disc_real_3: 0.3183591663837433 (0.2907809101872974) | > loss_disc_real_4: 0.21730318665504456 (0.2330095718304316) | > loss_disc_real_5: 0.24722760915756226 (0.2608233176999622) | > loss_0: 2.2938411235809326 (2.4500922626919217) | > loss_gen: 2.6201653480529785 (2.4969649049970837) | > loss_kl: 2.340332508087158 (2.8604268232981362) | > loss_feat: 10.181884765625 (6.366830613878038) | > loss_mel: 18.14008331298828 (17.90628284878201) | > loss_duration: 2.1300573348999023 (2.310317940182156) | > loss_1: 35.41252517700195 (31.940822813245987)  --> STEP: 10 | > loss_disc: 2.4214603900909424 (2.4472290754318236) | > loss_disc_real_0: 0.1344185322523117 (0.12499501816928386) | > loss_disc_real_1: 0.24493025243282318 (0.23682997971773148) | > loss_disc_real_2: 0.2766370177268982 (0.26109116077423095) | > loss_disc_real_3: 0.22907119989395142 (0.2846099391579628) | > loss_disc_real_4: 0.20755872130393982 (0.23046448677778245) | > loss_disc_real_5: 0.23450040817260742 (0.2581910267472267) | > loss_0: 2.4214603900909424 (2.4472290754318236) | > loss_gen: 2.435884952545166 (2.490856909751892) | > loss_kl: 3.2258503437042236 (2.896969175338745) | > loss_feat: 6.03618860244751 (6.3337664127349855) | > loss_mel: 18.66822624206543 (17.98247718811035) | > loss_duration: 2.3431077003479004 (2.3135969161987306) | > loss_1: 32.709259033203125 (32.0176664352417)  --> STEP: 11 | > loss_disc: 2.744680404663086 (2.4742701053619385) | > loss_disc_real_0: 0.1868065744638443 (0.13061425055969844) | > loss_disc_real_1: 0.23665276169776917 (0.23681386898864398) | > loss_disc_real_2: 0.28385427594184875 (0.26316053488037805) | > loss_disc_real_3: 0.2675302028656006 (0.28305723585865716) | > loss_disc_real_4: 0.24501259624958038 (0.23178704218430954) | > loss_disc_real_5: 0.2655280828475952 (0.2588580318472602) | > loss_0: 2.744680404663086 (2.4742701053619385) | > loss_gen: 2.0717952251434326 (2.4527603929693047) | > loss_kl: 3.108994245529175 (2.9162441817196934) | > loss_feat: 4.31891393661499 (6.150598005814985) | > loss_mel: 16.968032836914062 (17.890254974365234) | > loss_duration: 2.435655117034912 (2.324693116274747) | > loss_1: 28.903390884399414 (31.73455047607422)  --> STEP: 12 | > loss_disc: 2.5652308464050293 (2.4818501671155295) | > loss_disc_real_0: 0.17417941987514496 (0.13424468133598566) | > loss_disc_real_1: 0.30581188201904297 (0.24256370340784392) | > loss_disc_real_2: 0.29547762870788574 (0.2658536260326703) | > loss_disc_real_3: 0.2948502004146576 (0.2840399829049905) | > loss_disc_real_4: 0.2083585113286972 (0.2298346646130085) | > loss_disc_real_5: 0.16533617675304413 (0.2510645439227422) | > loss_0: 2.5652308464050293 (2.4818501671155295) | > loss_gen: 2.339141368865967 (2.4432921409606934) | > loss_kl: 2.4447648525238037 (2.8769542376200357) | > loss_feat: 5.090548515319824 (6.062260548273723) | > loss_mel: 16.226247787475586 (17.751587708791096) | > loss_duration: 2.2718286514282227 (2.320287744204203) | > loss_1: 28.37253189086914 (31.45438226064046)  --> STEP: 13 | > loss_disc: 2.433643102645874 (2.4781419313870945) | > loss_disc_real_0: 0.0952923372387886 (0.1312483471746628) | > loss_disc_real_1: 0.3573496341705322 (0.2513933903895892) | > loss_disc_real_2: 0.28495320677757263 (0.26732282455150896) | > loss_disc_real_3: 0.26910099387168884 (0.28289082990242886) | > loss_disc_real_4: 0.270008385181427 (0.23292495081057915) | > loss_disc_real_5: 0.23266714811325073 (0.24964935962970441) | > loss_0: 2.433643102645874 (2.4781419313870945) | > loss_gen: 2.7995457649230957 (2.470696265880878) | > loss_kl: 2.5614168643951416 (2.8526821319873514) | > loss_feat: 7.02455997467041 (6.136283581073467) | > loss_mel: 17.433242797851562 (17.727099638718826) | > loss_duration: 2.1582841873168945 (2.3078259321359487) | > loss_1: 31.977046966552734 (31.49458723801833)  --> STEP: 14 | > loss_disc: 2.4297945499420166 (2.47468854699816) | > loss_disc_real_0: 0.18131062388420105 (0.13482422408248695) | > loss_disc_real_1: 0.3270643651485443 (0.2567984600152288) | > loss_disc_real_2: 0.2882468104362488 (0.26881739497184753) | > loss_disc_real_3: 0.25528624653816223 (0.2809190739478384) | > loss_disc_real_4: 0.19262932240962982 (0.23004669163908278) | > loss_disc_real_5: 0.20780621469020844 (0.24666056356259755) | > loss_0: 2.4297945499420166 (2.47468854699816) | > loss_gen: 2.782350540161133 (2.492957285472325) | > loss_kl: 3.626960277557373 (2.9079877138137817) | > loss_feat: 5.951221466064453 (6.123064858572824) | > loss_mel: 19.31331443786621 (17.84040069580078) | > loss_duration: 2.428809642791748 (2.3164676257542203) | > loss_1: 34.102657318115234 (31.680877958025253)  --> STEP: 15 | > loss_disc: 2.483255386352539 (2.4752596696217855) | > loss_disc_real_0: 0.15936565399169922 (0.1364603194097678) | > loss_disc_real_1: 0.35364803671836853 (0.2632550984621048) | > loss_disc_real_2: 0.26804202795028687 (0.2687657038370768) | > loss_disc_real_3: 0.2984634041786194 (0.2820886959632238) | > loss_disc_real_4: 0.21053466200828552 (0.2287458896636963) | > loss_disc_real_5: 0.2620075047016144 (0.24768369297186535) | > loss_0: 2.483255386352539 (2.4752596696217855) | > loss_gen: 2.5533018112182617 (2.4969802538553876) | > loss_kl: 3.212791681289673 (2.9283079783121746) | > loss_feat: 7.176161766052246 (6.193271319071452) | > loss_mel: 19.717103958129883 (17.96551424662272) | > loss_duration: 2.3685033321380615 (2.319936672846476) | > loss_1: 35.027862548828125 (31.904010264078774)  --> STEP: 16 | > loss_disc: 2.646420478820801 (2.485957220196724) | > loss_disc_real_0: 0.2727465033531189 (0.14497820590622723) | > loss_disc_real_1: 0.20414473116397858 (0.2595607005059719) | > loss_disc_real_2: 0.31898847222328186 (0.27190462686121464) | > loss_disc_real_3: 0.2746333181858063 (0.2816227348521352) | > loss_disc_real_4: 0.23547708988189697 (0.22916658967733383) | > loss_disc_real_5: 0.2450234442949295 (0.24751742742955685) | > loss_0: 2.646420478820801 (2.485957220196724) | > loss_gen: 2.3756377696990967 (2.489396348595619) | > loss_kl: 2.32613468170166 (2.8906721472740173) | > loss_feat: 6.519839763641357 (6.213681846857071) | > loss_mel: 16.984094619750977 (17.904175519943237) | > loss_duration: 2.3676247596740723 (2.322917178273201) | > loss_1: 30.57332992553711 (31.820842742919922)  --> STEP: 17 | > loss_disc: 2.2395474910736084 (2.4714625302483055) | > loss_disc_real_0: 0.06768389046192169 (0.1404314814683269) | > loss_disc_real_1: 0.17911414802074432 (0.254828550359782) | > loss_disc_real_2: 0.2959083318710327 (0.273316609508851) | > loss_disc_real_3: 0.26134124398231506 (0.2804297059774399) | > loss_disc_real_4: 0.20195525884628296 (0.22756592315786026) | > loss_disc_real_5: 0.2670189440250397 (0.24866457546458526) | > loss_0: 2.2395474910736084 (2.4714625302483055) | > loss_gen: 2.634361743927002 (2.497923724791583) | > loss_kl: 2.3278615474700928 (2.8575656414031982) | > loss_feat: 6.629030227661133 (6.2381141045514275) | > loss_mel: 17.43276596069336 (17.876445545869714) | > loss_duration: 2.4113240242004395 (2.328117580974803) | > loss_1: 31.43534278869629 (31.798166275024414)  --> STEP: 18 | > loss_disc: 2.363936424255371 (2.4654888576931424) | > loss_disc_real_0: 0.16633321344852448 (0.14187046657833788) | > loss_disc_real_1: 0.20367956161499023 (0.25198693987396026) | > loss_disc_real_2: 0.29304760694503784 (0.2744127760330836) | > loss_disc_real_3: 0.2411302775144577 (0.2782464043961631) | > loss_disc_real_4: 0.20972345769405365 (0.22657467507653767) | > loss_disc_real_5: 0.2550966143608093 (0.24902191095881993) | > loss_0: 2.363936424255371 (2.4654888576931424) | > loss_gen: 2.7120909690856934 (2.5098219050301447) | > loss_kl: 2.4502034187316895 (2.8349344068103366) | > loss_feat: 7.4712653160095215 (6.306622505187988) | > loss_mel: 18.14927864074707 (17.891602940029568) | > loss_duration: 2.284282684326172 (2.3256823089387684) | > loss_1: 33.06712341308594 (31.86866389380561)  --> STEP: 19 | > loss_disc: 2.4787180423736572 (2.466185130571064) | > loss_disc_real_0: 0.1819426417350769 (0.14397952842869258) | > loss_disc_real_1: 0.22613556683063507 (0.25062634129273265) | > loss_disc_real_2: 0.2416345477104187 (0.2726876061213644) | > loss_disc_real_3: 0.24562940001487732 (0.2765297199550428) | > loss_disc_real_4: 0.2316618114709854 (0.22684241909729808) | > loss_disc_real_5: 0.31249383091926575 (0.25236253832515915) | > loss_0: 2.4787180423736572 (2.466185130571064) | > loss_gen: 2.453096866607666 (2.5068363766921196) | > loss_kl: 1.9579458236694336 (2.7887771129608154) | > loss_feat: 6.398818492889404 (6.311474925593326) | > loss_mel: 16.59389305114746 (17.82330241956209) | > loss_duration: 2.3101634979248047 (2.3248655294117175) | > loss_1: 29.713916778564453 (31.75525615089818)  --> STEP: 20 | > loss_disc: 2.5734329223632812 (2.471547520160675) | > loss_disc_real_0: 0.19671568274497986 (0.14661633614450692) | > loss_disc_real_1: 0.2126525193452835 (0.2487276501953602) | > loss_disc_real_2: 0.268430233001709 (0.27247473746538164) | > loss_disc_real_3: 0.278289794921875 (0.2766177237033844) | > loss_disc_real_4: 0.21918442845344543 (0.22645951956510543) | > loss_disc_real_5: 0.2429775446653366 (0.251893288642168) | > loss_0: 2.5734329223632812 (2.471547520160675) | > loss_gen: 2.183969497680664 (2.4906930327415466) | > loss_kl: 2.5670275688171387 (2.7776896357536316) | > loss_feat: 5.847246170043945 (6.288263487815857) | > loss_mel: 15.933916091918945 (17.72883310317993) | > loss_duration: 2.322030544281006 (2.324723780155182) | > loss_1: 28.854190826416016 (31.610202884674074)  --> STEP: 21 | > loss_disc: 2.3145813941955566 (2.4640729427337646) | > loss_disc_real_0: 0.09234721958637238 (0.14403209249888146) | > loss_disc_real_1: 0.27962470054626465 (0.250198938307308) | > loss_disc_real_2: 0.2273760437965393 (0.2703271806240082) | > loss_disc_real_3: 0.3067648410797119 (0.27805330072130474) | > loss_disc_real_4: 0.25763264298439026 (0.2279439540136428) | > loss_disc_real_5: 0.24515201151371002 (0.2515722754455747) | > loss_0: 2.3145813941955566 (2.4640729427337646) | > loss_gen: 2.637977123260498 (2.497706560861497) | > loss_kl: 2.567617893218994 (2.7676862194424583) | > loss_feat: 5.555166721343994 (6.253354117983863) | > loss_mel: 16.98673439025879 (17.693495069231307) | > loss_duration: 2.1977195739746094 (2.3186759608132497) | > loss_1: 29.94521713256836 (31.530917848859513)  --> STEP: 22 | > loss_disc: 2.495269298553467 (2.4654909589073877) | > loss_disc_real_0: 0.13644693791866302 (0.14368731274523516) | > loss_disc_real_1: 0.2616579830646515 (0.25071980397809634) | > loss_disc_real_2: 0.27174243330955505 (0.270391510291533) | > loss_disc_real_3: 0.24465499818325043 (0.2765351960604841) | > loss_disc_real_4: 0.23078185319900513 (0.22807294943115927) | > loss_disc_real_5: 0.24698065221309662 (0.2513635652986439) | > loss_0: 2.495269298553467 (2.4654909589073877) | > loss_gen: 2.6257317066192627 (2.503525885668668) | > loss_kl: 2.208953857421875 (2.7422892938960683) | > loss_feat: 8.19828987121582 (6.341760288585316) | > loss_mel: 19.393423080444336 (17.770764524286445) | > loss_duration: 2.1779518127441406 (2.31227940862829) | > loss_1: 34.60435104370117 (31.670619357715953)  --> STEP: 23 | > loss_disc: 2.5109663009643555 (2.467468147692473) | > loss_disc_real_0: 0.09829401969909668 (0.14171369130844652) | > loss_disc_real_1: 0.1924465447664261 (0.24818618401237155) | > loss_disc_real_2: 0.2778010368347168 (0.27071366361949756) | > loss_disc_real_3: 0.3147449195384979 (0.2781964883856151) | > loss_disc_real_4: 0.2515329420566559 (0.2290929491105287) | > loss_disc_real_5: 0.289429247379303 (0.2530185949543247) | > loss_0: 2.5109663009643555 (2.467468147692473) | > loss_gen: 2.4172847270965576 (2.499776270078576) | > loss_kl: 2.5499837398529053 (2.7339281828507134) | > loss_feat: 5.197426795959473 (6.292006658471149) | > loss_mel: 14.889766693115234 (17.645503749018133) | > loss_duration: 2.3353652954101562 (2.3132831428361973) | > loss_1: 27.38982582092285 (31.484497899594516)  --> STEP: 24 | > loss_disc: 2.434152364730835 (2.4660799900690713) | > loss_disc_real_0: 0.13376018404960632 (0.14138229517266152) | > loss_disc_real_1: 0.19474999606609344 (0.24595967618127665) | > loss_disc_real_2: 0.21836894750595093 (0.2685326337814331) | > loss_disc_real_3: 0.2575264871120453 (0.2773352383325497) | > loss_disc_real_4: 0.2685615122318268 (0.2307374725739161) | > loss_disc_real_5: 0.2637060582637787 (0.25346390592555196) | > loss_0: 2.434152364730835 (2.4660799900690713) | > loss_gen: 2.2889132499694824 (2.490990310907364) | > loss_kl: 2.616663694381714 (2.7290421624978385) | > loss_feat: 6.337130069732666 (6.293886800607045) | > loss_mel: 18.16790199279785 (17.667270342508953) | > loss_duration: 2.449350595474243 (2.318952620029449) | > loss_1: 31.859960556030273 (31.500142176946003)  --> STEP: 25 | > loss_disc: 2.4647116661071777 (2.4660252571105956) | > loss_disc_real_0: 0.21651968359947205 (0.14438779070973393) | > loss_disc_real_1: 0.32381755113601685 (0.24907399117946624) | > loss_disc_real_2: 0.2805604338645935 (0.2690137457847595) | > loss_disc_real_3: 0.26043182611465454 (0.2766591018438339) | > loss_disc_real_4: 0.24802355468273163 (0.23142891585826875) | > loss_disc_real_5: 0.23093461990356445 (0.2525627344846725) | > loss_0: 2.4647116661071777 (2.4660252571105956) | > loss_gen: 2.7028584480285645 (2.4994650363922117) | > loss_kl: 2.3393547534942627 (2.7134546661376953) | > loss_feat: 7.016432762145996 (6.3227886390686034) | > loss_mel: 17.41575050354004 (17.657209548950195) | > loss_duration: 2.340547561645508 (2.319816417694091) | > loss_1: 31.814943313598633 (31.51273422241211)  --> STEP: 26 | > loss_disc: 3.014212131500244 (2.487109367664044) | > loss_disc_real_0: 0.07059090584516525 (0.1415494489841736) | > loss_disc_real_1: 0.24965240061283112 (0.24909623769613412) | > loss_disc_real_2: 0.18668390810489655 (0.26584721356630325) | > loss_disc_real_3: 0.28531455993652344 (0.27699200407816815) | > loss_disc_real_4: 0.2709198594093323 (0.23294779830254042) | > loss_disc_real_5: 0.2757171094417572 (0.2534532873676373) | > loss_0: 3.014212131500244 (2.487109367664044) | > loss_gen: 1.4186062812805176 (2.4578935458109927) | > loss_kl: 2.752570390701294 (2.714959117082449) | > loss_feat: 0.36310791969299316 (6.093570149861849) | > loss_mel: 4.188695907592773 (17.13918979351337) | > loss_duration: 2.2953875064849854 (2.3188768441860486) | > loss_1: 11.018367767333984 (30.724489358755257) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025118589401245117 (+2.156771146334148e-05) | > avg_loss_disc: 2.487109367664044 (+0.10533288808969399) | > avg_loss_disc_real_0: 0.1415494489841736 (+0.016992783317199084) | > avg_loss_disc_real_1: 0.24909623769613412 (+0.054060505559811206) | > avg_loss_disc_real_2: 0.26584721356630325 (+0.060471302614762246) | > avg_loss_disc_real_3: 0.27699200407816815 (+0.03493213424315822) | > avg_loss_disc_real_4: 0.23294779830254042 (-0.031098681573684506) | > avg_loss_disc_real_5: 0.2534532873676373 (+0.04429500435407338) | > avg_loss_0: 2.487109367664044 (+0.10533288808969399) | > avg_loss_gen: 2.4578935458109927 (+0.12076501662914563) | > avg_loss_kl: 2.714959117082449 (+0.02766079627550555) | > avg_loss_feat: 6.093570149861849 (-0.8923119123165426) | > avg_loss_mel: 17.13918979351337 (-0.3029292913583639) | > avg_loss_duration: 2.3188768441860486 (+0.012499194878798026) | > avg_loss_1: 30.724489358755257 (-1.034316062927246)  > EPOCH: 490/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:41:58)   --> TIME: 2024-06-11 12:42:08 -- STEP: 24/330 -- GLOBAL_STEP: 249725 | > loss_disc: 2.3637332916259766 (2.3222518960634866) | > loss_disc_real_0: 0.08076157420873642 (0.10569203676035006) | > loss_disc_real_1: 0.19395728409290314 (0.2009585089981556) | > loss_disc_real_2: 0.20568391680717468 (0.20953071800371012) | > loss_disc_real_3: 0.224251851439476 (0.22741762983302274) | > loss_disc_real_4: 0.20751164853572845 (0.23113081542154154) | > loss_disc_real_5: 0.21144607663154602 (0.22290620456139246) | > loss_0: 2.3637332916259766 (2.3222518960634866) | > grad_norm_0: tensor(11.6575, device='cuda:0') (tensor(9.1026, device='cuda:0')) | > loss_gen: 2.436710834503174 (2.512526194254557) | > loss_kl: 2.1518256664276123 (1.8966429928938549) | > loss_feat: 7.087086200714111 (7.074769417444865) | > loss_mel: 17.856544494628906 (18.043364286422726) | > loss_duration: 1.989416480064392 (2.0738888382911687) | > loss_1: 31.521581649780273 (31.60119128227234) | > grad_norm_1: tensor(86.3227, device='cuda:0') (tensor(84.3123, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.3659 (0.36505720019340515) | > loader_time: 0.0032 (0.003275911013285319)  --> TIME: 2024-06-11 12:42:17 -- STEP: 49/330 -- GLOBAL_STEP: 249750 | > loss_disc: 2.3351693153381348 (2.34399236464987) | > loss_disc_real_0: 0.07077236473560333 (0.10626769643657062) | > loss_disc_real_1: 0.16414156556129456 (0.20017163455486298) | > loss_disc_real_2: 0.20073550939559937 (0.210690617257235) | > loss_disc_real_3: 0.21149541437625885 (0.22848947102926215) | > loss_disc_real_4: 0.22115463018417358 (0.2312202262026923) | > loss_disc_real_5: 0.2527926564216614 (0.2246944648878915) | > loss_0: 2.3351693153381348 (2.34399236464987) | > grad_norm_0: tensor(13.0291, device='cuda:0') (tensor(10.7268, device='cuda:0')) | > loss_gen: 2.54461669921875 (2.4847005240771236) | > loss_kl: 1.889531135559082 (1.918350735489203) | > loss_feat: 7.25506591796875 (7.02893912062353) | > loss_mel: 18.280323028564453 (17.917928695678707) | > loss_duration: 1.9519200325012207 (2.032939258886843) | > loss_1: 31.92145538330078 (31.382858120665258) | > grad_norm_1: tensor(249.3724, device='cuda:0') (tensor(111.5075, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.369 (0.36559691234510777) | > loader_time: 0.0036 (0.0033963699730075137)  --> TIME: 2024-06-11 12:42:27 -- STEP: 74/330 -- GLOBAL_STEP: 249775 | > loss_disc: 2.2562131881713867 (2.3399223572499044) | > loss_disc_real_0: 0.12282893806695938 (0.1073970395970989) | > loss_disc_real_1: 0.1944088488817215 (0.19869920550971418) | > loss_disc_real_2: 0.18429137766361237 (0.21003464146240336) | > loss_disc_real_3: 0.18885287642478943 (0.22747393637090116) | > loss_disc_real_4: 0.233178973197937 (0.23121779432167877) | > loss_disc_real_5: 0.2373679280281067 (0.22464021617496335) | > loss_0: 2.2562131881713867 (2.3399223572499044) | > grad_norm_0: tensor(14.1539, device='cuda:0') (tensor(11.7203, device='cuda:0')) | > loss_gen: 2.5718812942504883 (2.4922189486993327) | > loss_kl: 1.9804964065551758 (1.9177842430166296) | > loss_feat: 7.027617454528809 (7.068699198800164) | > loss_mel: 18.055604934692383 (17.914979831592458) | > loss_duration: 1.9373440742492676 (2.0181528233193062) | > loss_1: 31.57294464111328 (31.411834897221745) | > grad_norm_1: tensor(133.4111, device='cuda:0') (tensor(140.6325, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.3714 (0.367715690587018) | > loader_time: 0.0034 (0.0034959574003477355)  --> TIME: 2024-06-11 12:42:36 -- STEP: 99/330 -- GLOBAL_STEP: 249800 | > loss_disc: 2.2698302268981934 (2.3406286913939196) | > loss_disc_real_0: 0.1301415115594864 (0.10854575948582755) | > loss_disc_real_1: 0.18889360129833221 (0.19871041494788547) | > loss_disc_real_2: 0.14730966091156006 (0.21047550515092986) | > loss_disc_real_3: 0.2181902676820755 (0.22744594153129694) | > loss_disc_real_4: 0.21174077689647675 (0.2313287952030548) | > loss_disc_real_5: 0.2136385440826416 (0.22400768582869057) | > loss_0: 2.2698302268981934 (2.3406286913939196) | > grad_norm_0: tensor(18.7921, device='cuda:0') (tensor(13.3590, device='cuda:0')) | > loss_gen: 2.4533944129943848 (2.4940357978897865) | > loss_kl: 1.779421329498291 (1.9213080056990035) | > loss_feat: 7.183944225311279 (7.079658421603116) | > loss_mel: 17.37637710571289 (17.896406578295164) | > loss_duration: 2.0333681106567383 (2.0180625373666934) | > loss_1: 30.82650375366211 (31.4094712228486) | > grad_norm_1: tensor(270.5822, device='cuda:0') (tensor(157.5521, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.3675 (0.3701510429382324) | > loader_time: 0.0052 (0.0035851820550783717)  --> TIME: 2024-06-11 12:42:46 -- STEP: 124/330 -- GLOBAL_STEP: 249825 | > loss_disc: 2.2619597911834717 (2.3434214130524667) | > loss_disc_real_0: 0.11500334739685059 (0.10982298923115577) | > loss_disc_real_1: 0.1675414741039276 (0.1982875739134127) | > loss_disc_real_2: 0.21557307243347168 (0.21093889397959556) | > loss_disc_real_3: 0.1863594800233841 (0.22753193734153623) | > loss_disc_real_4: 0.2109544426202774 (0.23077913181435677) | > loss_disc_real_5: 0.1871185600757599 (0.22302205620273466) | > loss_0: 2.2619597911834717 (2.3434214130524667) | > grad_norm_0: tensor(8.1139, device='cuda:0') (tensor(14.0239, device='cuda:0')) | > loss_gen: 2.517674684524536 (2.492863908890755) | > loss_kl: 1.8778349161148071 (1.9253521542395315) | > loss_feat: 7.648453235626221 (7.048053918346282) | > loss_mel: 18.352807998657227 (17.875119040089274) | > loss_duration: 2.0461204051971436 (2.02108337513862) | > loss_1: 32.442893981933594 (31.362472318833873) | > grad_norm_1: tensor(54.8950, device='cuda:0') (tensor(169.7754, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.3857 (0.37219102921024444) | > loader_time: 0.0043 (0.0036721960190803774)  --> TIME: 2024-06-11 12:42:56 -- STEP: 149/330 -- GLOBAL_STEP: 249850 | > loss_disc: 2.3719322681427 (2.34740696657424) | > loss_disc_real_0: 0.17498815059661865 (0.11103482164392538) | > loss_disc_real_1: 0.19503960013389587 (0.19850639068840337) | > loss_disc_real_2: 0.22653457522392273 (0.2117243751183452) | > loss_disc_real_3: 0.24538524448871613 (0.2292565136347841) | > loss_disc_real_4: 0.24570056796073914 (0.23051926923678226) | > loss_disc_real_5: 0.22259655594825745 (0.22269480240425008) | > loss_0: 2.3719322681427 (2.34740696657424) | > grad_norm_0: tensor(68.9802, device='cuda:0') (tensor(17.7654, device='cuda:0')) | > loss_gen: 2.4872236251831055 (2.4970530231527044) | > loss_kl: 2.102813482284546 (1.9269989040873994) | > loss_feat: 6.53638219833374 (7.042511341555807) | > loss_mel: 17.563631057739258 (17.86195652596903) | > loss_duration: 2.0567543506622314 (2.023965113915052) | > loss_1: 30.746807098388672 (31.352484952683415) | > grad_norm_1: tensor(225.2858, device='cuda:0') (tensor(195.6815, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.4 (0.37368510553500794) | > loader_time: 0.0045 (0.0037536669097490757)  --> TIME: 2024-06-11 12:43:05 -- STEP: 174/330 -- GLOBAL_STEP: 249875 | > loss_disc: 2.400042772293091 (2.3511605002414226) | > loss_disc_real_0: 0.10384823381900787 (0.11168403101378475) | > loss_disc_real_1: 0.19611327350139618 (0.19800602644681933) | > loss_disc_real_2: 0.20661874115467072 (0.21272028100559082) | > loss_disc_real_3: 0.21726150810718536 (0.2287384726364037) | > loss_disc_real_4: 0.26499196887016296 (0.230254118983773) | > loss_disc_real_5: 0.25538429617881775 (0.2229737631719688) | > loss_0: 2.400042772293091 (2.3511605002414226) | > grad_norm_0: tensor(29.2569, device='cuda:0') (tensor(19.8568, device='cuda:0')) | > loss_gen: 2.3913216590881348 (2.5009496499752175) | > loss_kl: 1.9562312364578247 (1.9323887523563428) | > loss_feat: 7.51046085357666 (7.062169979358542) | > loss_mel: 18.385265350341797 (17.85481753294496) | > loss_duration: 2.1111154556274414 (2.028433235212303) | > loss_1: 32.354393005371094 (31.3787591649198) | > grad_norm_1: tensor(248.1574, device='cuda:0') (tensor(213.4009, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.3889 (0.375489569258416) | > loader_time: 0.0045 (0.003845116187786234)  --> TIME: 2024-06-11 12:43:16 -- STEP: 199/330 -- GLOBAL_STEP: 249900 | > loss_disc: 2.3912107944488525 (2.349477497177509) | > loss_disc_real_0: 0.10445129126310349 (0.11275906948812645) | > loss_disc_real_1: 0.1999206244945526 (0.19776655104591623) | > loss_disc_real_2: 0.23337945342063904 (0.21302144536420928) | > loss_disc_real_3: 0.26535558700561523 (0.22840675486991155) | > loss_disc_real_4: 0.2293933928012848 (0.22978447400145793) | > loss_disc_real_5: 0.22709797322750092 (0.2225214952799543) | > loss_0: 2.3912107944488525 (2.349477497177509) | > grad_norm_0: tensor(44.3123, device='cuda:0') (tensor(22.5966, device='cuda:0')) | > loss_gen: 2.4472365379333496 (2.5111942650684758) | > loss_kl: 1.8318697214126587 (1.9395769876451348) | > loss_feat: 6.50972318649292 (7.077123217846281) | > loss_mel: 17.24174690246582 (17.828943683873486) | > loss_duration: 2.141221046447754 (2.0359998156676924) | > loss_1: 30.171798706054688 (31.392838003647388) | > grad_norm_1: tensor(382.6502, device='cuda:0') (tensor(238.0864, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.4 (0.37792282607687194) | > loader_time: 0.0046 (0.003959059116229339)  --> TIME: 2024-06-11 12:43:26 -- STEP: 224/330 -- GLOBAL_STEP: 249925 | > loss_disc: 2.4128577709198 (2.3508836584431796) | > loss_disc_real_0: 0.12641067802906036 (0.11386037060791362) | > loss_disc_real_1: 0.2142011672258377 (0.19817090553364586) | > loss_disc_real_2: 0.2084876149892807 (0.21276224803711688) | > loss_disc_real_3: 0.22827959060668945 (0.22844870162329503) | > loss_disc_real_4: 0.24865619838237762 (0.2296848383599094) | > loss_disc_real_5: 0.24458417296409607 (0.22238542013136403) | > loss_0: 2.4128577709198 (2.3508836584431796) | > grad_norm_0: tensor(24.0627, device='cuda:0') (tensor(23.1704, device='cuda:0')) | > loss_gen: 2.5024476051330566 (2.507348831210817) | > loss_kl: 1.9725632667541504 (1.943300167896918) | > loss_feat: 7.028844833374023 (7.083573332854679) | > loss_mel: 18.235044479370117 (17.791118400437508) | > loss_duration: 2.1646456718444824 (2.0433388810072617) | > loss_1: 31.903545379638672 (31.368679702281952) | > grad_norm_1: tensor(247.5386, device='cuda:0') (tensor(246.4466, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.3954 (0.3815109612686295) | > loader_time: 0.0049 (0.004099841628755838)  --> TIME: 2024-06-11 12:43:37 -- STEP: 249/330 -- GLOBAL_STEP: 249950 | > loss_disc: 2.417900562286377 (2.3536885541126917) | > loss_disc_real_0: 0.11665824800729752 (0.11506892978606455) | > loss_disc_real_1: 0.19884076714515686 (0.198509727615908) | > loss_disc_real_2: 0.20068901777267456 (0.2127504739536339) | > loss_disc_real_3: 0.24246260523796082 (0.22822816316861225) | > loss_disc_real_4: 0.23759189248085022 (0.22937174356845488) | > loss_disc_real_5: 0.23558004200458527 (0.22202612914474135) | > loss_0: 2.417900562286377 (2.3536885541126917) | > grad_norm_0: tensor(33.9696, device='cuda:0') (tensor(23.2113, device='cuda:0')) | > loss_gen: 2.3921985626220703 (2.501113434871995) | > loss_kl: 1.9831523895263672 (1.9446852058770667) | > loss_feat: 6.811173439025879 (7.0735159667141465) | > loss_mel: 17.8243350982666 (17.764283122786573) | > loss_duration: 2.12933611869812 (2.0511064577294147) | > loss_1: 31.140193939208984 (31.33470424973821) | > grad_norm_1: tensor(219.7856, device='cuda:0') (tensor(250.2600, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.4136 (0.3855014297378112) | > loader_time: 0.0058 (0.004246739498582706)  --> TIME: 2024-06-11 12:43:48 -- STEP: 274/330 -- GLOBAL_STEP: 249975 | > loss_disc: 2.5646119117736816 (2.3569005371010223) | > loss_disc_real_0: 0.26317572593688965 (0.1162227602797921) | > loss_disc_real_1: 0.22221143543720245 (0.19875003799904875) | > loss_disc_real_2: 0.23516690731048584 (0.213385750505611) | > loss_disc_real_3: 0.2372753769159317 (0.22860029247337885) | > loss_disc_real_4: 0.23563545942306519 (0.2294989984183416) | > loss_disc_real_5: 0.2357473075389862 (0.22181843052597808) | > loss_0: 2.5646119117736816 (2.3569005371010223) | > grad_norm_0: tensor(102.0846, device='cuda:0') (tensor(25.1177, device='cuda:0')) | > loss_gen: 2.5057907104492188 (2.501497477510549) | > loss_kl: 2.0713918209075928 (1.9465432971933463) | > loss_feat: 6.298759937286377 (7.089037811669121) | > loss_mel: 16.558204650878906 (17.742207589810796) | > loss_duration: 2.1418800354003906 (2.059131557924032) | > loss_1: 29.576026916503906 (31.33841778414093) | > grad_norm_1: tensor(499.1068, device='cuda:0') (tensor(269.0701, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.4386 (0.38984038446941527) | > loader_time: 0.006 (0.004392291507581723)  --> TIME: 2024-06-11 12:43:59 -- STEP: 299/330 -- GLOBAL_STEP: 250000 | > loss_disc: 2.3783504962921143 (2.3561871960809) | > loss_disc_real_0: 0.07665276527404785 (0.11683244488659912) | > loss_disc_real_1: 0.2087530642747879 (0.1988951461669993) | > loss_disc_real_2: 0.22442828118801117 (0.213390762490971) | > loss_disc_real_3: 0.22033332288265228 (0.22833619643015207) | > loss_disc_real_4: 0.24063198268413544 (0.22906481606705134) | > loss_disc_real_5: 0.23845581710338593 (0.2216332025053509) | > loss_0: 2.3783504962921143 (2.3561871960809) | > grad_norm_0: tensor(48.5413, device='cuda:0') (tensor(27.6586, device='cuda:0')) | > loss_gen: 2.570392370223999 (2.506748401999074) | > loss_kl: 1.9907324314117432 (1.949306210147896) | > loss_feat: 7.287956714630127 (7.114229286793482) | > loss_mel: 17.812938690185547 (17.695037031652152) | > loss_duration: 2.221851348876953 (2.06916837309515) | > loss_1: 31.883872985839844 (31.334489388609413) | > grad_norm_1: tensor(427.4420, device='cuda:0') (tensor(283.9794, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.4683 (0.39511297060095746) | > loader_time: 0.0068 (0.004564014964279124) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_250000.pth  --> TIME: 2024-06-11 12:44:18 -- STEP: 324/330 -- GLOBAL_STEP: 250025 | > loss_disc: 2.3367762565612793 (2.3606430468735877) | > loss_disc_real_0: 0.10439658164978027 (0.11838159663027821) | > loss_disc_real_1: 0.15891562402248383 (0.19940777472507815) | > loss_disc_real_2: 0.19427217543125153 (0.21343783335185346) | > loss_disc_real_3: 0.18387550115585327 (0.22852618560011004) | > loss_disc_real_4: 0.2179163694381714 (0.22987116119008005) | > loss_disc_real_5: 0.24960395693778992 (0.22209781247340601) | > loss_0: 2.3367762565612793 (2.3606430468735877) | > grad_norm_0: tensor(13.8586, device='cuda:0') (tensor(28.2626, device='cuda:0')) | > loss_gen: 2.415451765060425 (2.5044076597249068) | > loss_kl: 2.2239506244659424 (1.9561440977785323) | > loss_feat: 9.999190330505371 (7.169754834822666) | > loss_mel: 18.387460708618164 (17.659742243495998) | > loss_duration: 2.277355670928955 (2.0832725454259773) | > loss_1: 35.303409576416016 (31.373321444899947) | > grad_norm_1: tensor(166.9902, device='cuda:0') (tensor(288.5895, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.6659 (0.4071452257073956) | > loader_time: 0.0098 (0.004833353154453231)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4530458450317383 (2.4530458450317383) | > loss_disc_real_0: 0.16013121604919434 (0.16013121604919434) | > loss_disc_real_1: 0.2227455973625183 (0.2227455973625183) | > loss_disc_real_2: 0.2592998445034027 (0.2592998445034027) | > loss_disc_real_3: 0.23614075779914856 (0.23614075779914856) | > loss_disc_real_4: 0.22559067606925964 (0.22559067606925964) | > loss_disc_real_5: 0.20938341319561005 (0.20938341319561005) | > loss_0: 2.4530458450317383 (2.4530458450317383) | > loss_gen: 2.351787567138672 (2.351787567138672) | > loss_kl: 2.26668119430542 (2.26668119430542) | > loss_feat: 6.842238903045654 (6.842238903045654) | > loss_mel: 16.20751953125 (16.20751953125) | > loss_duration: 2.9940528869628906 (2.9940528869628906) | > loss_1: 30.662281036376953 (30.662281036376953)  --> STEP: 1 | > loss_disc: 2.389134407043457 (2.389134407043457) | > loss_disc_real_0: 0.11999723315238953 (0.11999723315238953) | > loss_disc_real_1: 0.24726465344429016 (0.24726465344429016) | > loss_disc_real_2: 0.2484019696712494 (0.2484019696712494) | > loss_disc_real_3: 0.2749886214733124 (0.2749886214733124) | > loss_disc_real_4: 0.27649545669555664 (0.27649545669555664) | > loss_disc_real_5: 0.21940720081329346 (0.21940720081329346) | > loss_0: 2.389134407043457 (2.389134407043457) | > loss_gen: 2.4970645904541016 (2.4970645904541016) | > loss_kl: 2.7321279048919678 (2.7321279048919678) | > loss_feat: 5.452465057373047 (5.452465057373047) | > loss_mel: 16.85353660583496 (16.85353660583496) | > loss_duration: 2.355984687805176 (2.355984687805176) | > loss_1: 29.891178131103516 (29.891178131103516)  --> STEP: 2 | > loss_disc: 2.1459646224975586 (2.267549514770508) | > loss_disc_real_0: 0.05943294242024422 (0.08971508778631687) | > loss_disc_real_1: 0.13756200671195984 (0.192413330078125) | > loss_disc_real_2: 0.18399688601493835 (0.21619942784309387) | > loss_disc_real_3: 0.16559678316116333 (0.22029270231723785) | > loss_disc_real_4: 0.18313103914260864 (0.22981324791908264) | > loss_disc_real_5: 0.15658125281333923 (0.18799422681331635) | > loss_0: 2.1459646224975586 (2.267549514770508) | > loss_gen: 2.1737418174743652 (2.3354032039642334) | > loss_kl: 2.8446571826934814 (2.7883925437927246) | > loss_feat: 6.249892234802246 (5.8511786460876465) | > loss_mel: 19.504676818847656 (18.17910671234131) | > loss_duration: 2.493377685546875 (2.4246811866760254) | > loss_1: 33.2663459777832 (31.57876205444336)  --> STEP: 3 | > loss_disc: 2.2263033390045166 (2.2538007895151773) | > loss_disc_real_0: 0.09894382208585739 (0.09279133255283038) | > loss_disc_real_1: 0.20555458962917328 (0.19679374992847443) | > loss_disc_real_2: 0.16535907983779907 (0.19925264517466226) | > loss_disc_real_3: 0.1999751180410385 (0.21352017422517142) | > loss_disc_real_4: 0.2261059433221817 (0.22857747972011566) | > loss_disc_real_5: 0.21411007642745972 (0.1966995100180308) | > loss_0: 2.2263033390045166 (2.2538007895151773) | > loss_gen: 2.4148435592651367 (2.3618833223978677) | > loss_kl: 3.2526803016662598 (2.94315512975057) | > loss_feat: 7.1730427742004395 (6.291800022125244) | > loss_mel: 18.753976821899414 (18.37073008219401) | > loss_duration: 2.2585232257843018 (2.3692951997121177) | > loss_1: 33.853065490722656 (32.33686319986979)  --> STEP: 4 | > loss_disc: 2.2115204334259033 (2.243230700492859) | > loss_disc_real_0: 0.14887365698814392 (0.10681191366165876) | > loss_disc_real_1: 0.1405380517244339 (0.1827298253774643) | > loss_disc_real_2: 0.20948661863803864 (0.20181113854050636) | > loss_disc_real_3: 0.23399163782596588 (0.21863804012537003) | > loss_disc_real_4: 0.22523310780525208 (0.22774138674139977) | > loss_disc_real_5: 0.2373356819152832 (0.2068585529923439) | > loss_0: 2.2115204334259033 (2.243230700492859) | > loss_gen: 2.4980740547180176 (2.3959310054779053) | > loss_kl: 2.7683451175689697 (2.8994526267051697) | > loss_feat: 7.244792461395264 (6.530048131942749) | > loss_mel: 18.988786697387695 (18.52524423599243) | > loss_duration: 2.2933197021484375 (2.3503013253211975) | > loss_1: 33.79331970214844 (32.70097732543945)  --> STEP: 5 | > loss_disc: 2.119809150695801 (2.2185463905334473) | > loss_disc_real_0: 0.12609364092350006 (0.11066825911402703) | > loss_disc_real_1: 0.18475700914859772 (0.18313526213169098) | > loss_disc_real_2: 0.1465451717376709 (0.19075794517993927) | > loss_disc_real_3: 0.15893076360225677 (0.20669658482074738) | > loss_disc_real_4: 0.1872175931930542 (0.21963662803173065) | > loss_disc_real_5: 0.16170261800289154 (0.19782736599445344) | > loss_0: 2.119809150695801 (2.2185463905334473) | > loss_gen: 2.2832932472229004 (2.373403453826904) | > loss_kl: 2.392035961151123 (2.7979692935943605) | > loss_feat: 5.990971565246582 (6.422232818603516) | > loss_mel: 19.453418731689453 (18.710879135131837) | > loss_duration: 2.4316329956054688 (2.3665676593780516) | > loss_1: 32.551353454589844 (32.67105255126953)  --> STEP: 6 | > loss_disc: 2.4404468536376953 (2.255529801050822) | > loss_disc_real_0: 0.16473689675331116 (0.11967969872057438) | > loss_disc_real_1: 0.23358143866062164 (0.1915429582198461) | > loss_disc_real_2: 0.17153793573379517 (0.1875546102722486) | > loss_disc_real_3: 0.1974511593580246 (0.20515568057696024) | > loss_disc_real_4: 0.2505820691585541 (0.2247942015528679) | > loss_disc_real_5: 0.2242855280637741 (0.20223705967267355) | > loss_0: 2.4404468536376953 (2.255529801050822) | > loss_gen: 2.230692148208618 (2.3496182362238565) | > loss_kl: 3.4471781253814697 (2.9061707655588784) | > loss_feat: 5.180741310119629 (6.215317567189534) | > loss_mel: 18.1573429107666 (18.61862309773763) | > loss_duration: 2.1683831214904785 (2.333536903063456) | > loss_1: 31.184337615966797 (32.42326672871908)  --> STEP: 7 | > loss_disc: 2.4315552711486816 (2.2806762967790877) | > loss_disc_real_0: 0.20146620273590088 (0.13136348500847816) | > loss_disc_real_1: 0.23785924911499023 (0.19815957120486669) | > loss_disc_real_2: 0.202163964509964 (0.1896416608776365) | > loss_disc_real_3: 0.2565375566482544 (0.21249594858714513) | > loss_disc_real_4: 0.21303166449069977 (0.2231138391154153) | > loss_disc_real_5: 0.22152864933013916 (0.2049930010523115) | > loss_0: 2.4315552711486816 (2.2806762967790877) | > loss_gen: 2.5245676040649414 (2.3746110030582974) | > loss_kl: 4.416369438171387 (3.121913433074951) | > loss_feat: 5.885639667510986 (6.168220724378314) | > loss_mel: 16.65409278869629 (18.337975910731725) | > loss_duration: 2.4587769508361816 (2.35142833845956) | > loss_1: 31.9394474029541 (32.35414968218122)  --> STEP: 8 | > loss_disc: 2.486013650894165 (2.3063434660434723) | > loss_disc_real_0: 0.13242417573928833 (0.13149607134982944) | > loss_disc_real_1: 0.15202617645263672 (0.19239289686083794) | > loss_disc_real_2: 0.2086295783519745 (0.19201515056192875) | > loss_disc_real_3: 0.2293395698070526 (0.21460140123963356) | > loss_disc_real_4: 0.189431294798851 (0.21890352107584476) | > loss_disc_real_5: 0.22248052060604095 (0.20717894099652767) | > loss_0: 2.486013650894165 (2.3063434660434723) | > loss_gen: 2.0547237396240234 (2.334625095129013) | > loss_kl: 3.098689556121826 (3.1190104484558105) | > loss_feat: 8.028751373291016 (6.400787055492401) | > loss_mel: 16.70008087158203 (18.133239030838013) | > loss_duration: 2.2327847480773926 (2.336597889661789) | > loss_1: 32.11503219604492 (32.324259996414185)  --> STEP: 9 | > loss_disc: 2.379279375076294 (2.314447455936008) | > loss_disc_real_0: 0.15337903797626495 (0.13392751208610004) | > loss_disc_real_1: 0.10192696005105972 (0.18234112610419592) | > loss_disc_real_2: 0.2540458142757416 (0.19890744653013018) | > loss_disc_real_3: 0.25942462682724 (0.2195817596382565) | > loss_disc_real_4: 0.3072209358215332 (0.22871656715869904) | > loss_disc_real_5: 0.29051002860069275 (0.2164379507303238) | > loss_0: 2.379279375076294 (2.314447455936008) | > loss_gen: 2.60504150390625 (2.3646713627709284) | > loss_kl: 2.6731784343719482 (3.069473558002048) | > loss_feat: 8.083828926086426 (6.587791707780626) | > loss_mel: 19.23276710510254 (18.255408816867405) | > loss_duration: 2.1652581691741943 (2.317560142940945) | > loss_1: 34.760074615478516 (32.59490606519911)  --> STEP: 10 | > loss_disc: 2.5717129707336426 (2.3401740074157713) | > loss_disc_real_0: 0.2521083652973175 (0.1457455974072218) | > loss_disc_real_1: 0.21579769253730774 (0.1856867827475071) | > loss_disc_real_2: 0.2005472183227539 (0.19907142370939254) | > loss_disc_real_3: 0.2250131219625473 (0.22012489587068557) | > loss_disc_real_4: 0.3037237524986267 (0.2362172856926918) | > loss_disc_real_5: 0.36708956956863403 (0.23150311261415482) | > loss_0: 2.5717129707336426 (2.3401740074157713) | > loss_gen: 2.553643226623535 (2.383568549156189) | > loss_kl: 2.933304786682129 (3.0558566808700562) | > loss_feat: 6.606375694274902 (6.589650106430054) | > loss_mel: 17.95906639099121 (18.225774574279786) | > loss_duration: 2.366917133331299 (2.3224958419799804) | > loss_1: 32.419307708740234 (32.57734622955322)  --> STEP: 11 | > loss_disc: 2.2245590686798096 (2.329663558439775) | > loss_disc_real_0: 0.09537242352962494 (0.1411662179638039) | > loss_disc_real_1: 0.17859908938407898 (0.18504244698719544) | > loss_disc_real_2: 0.18080392479896545 (0.19741074199026282) | > loss_disc_real_3: 0.19655188918113708 (0.2179818952625448) | > loss_disc_real_4: 0.18633303046226501 (0.23168235339901663) | > loss_disc_real_5: 0.19776028394699097 (0.22843558273532175) | > loss_0: 2.2245590686798096 (2.329663558439775) | > loss_gen: 2.188122272491455 (2.3658007058230313) | > loss_kl: 3.4426746368408203 (3.091021949594671) | > loss_feat: 6.375183582305908 (6.570153149691495) | > loss_mel: 18.849634170532227 (18.282489083030008) | > loss_duration: 2.4827942848205566 (2.3370684276927602) | > loss_1: 33.338409423828125 (32.646533792669125)  --> STEP: 12 | > loss_disc: 2.19404673576355 (2.3183621565500894) | > loss_disc_real_0: 0.09988608956336975 (0.13772620726376772) | > loss_disc_real_1: 0.19977982342243195 (0.18627056169013181) | > loss_disc_real_2: 0.12015468627214432 (0.19097273734708628) | > loss_disc_real_3: 0.2242223173379898 (0.21850193043549856) | > loss_disc_real_4: 0.268777459859848 (0.23477361227075258) | > loss_disc_real_5: 0.2268737256526947 (0.22830542797843614) | > loss_0: 2.19404673576355 (2.3183621565500894) | > loss_gen: 2.481440782546997 (2.375437378883362) | > loss_kl: 2.406012535095215 (3.0339378317197165) | > loss_feat: 6.6423163414001465 (6.576166749000549) | > loss_mel: 18.196908950805664 (18.275357405344646) | > loss_duration: 2.261528968811035 (2.3307734727859497) | > loss_1: 31.988208770751953 (32.591673374176025)  --> STEP: 13 | > loss_disc: 2.4363980293273926 (2.3274418390714207) | > loss_disc_real_0: 0.0901227742433548 (0.13406440472373596) | > loss_disc_real_1: 0.1693015843629837 (0.18496525574188966) | > loss_disc_real_2: 0.26535752415657043 (0.1966946440247389) | > loss_disc_real_3: 0.24652354419231415 (0.22065743918602282) | > loss_disc_real_4: 0.1841525137424469 (0.23087968161472908) | > loss_disc_real_5: 0.19050514698028564 (0.2253977140555015) | > loss_0: 2.4363980293273926 (2.3274418390714207) | > loss_gen: 2.206477403640747 (2.362440457710853) | > loss_kl: 3.030137777328491 (3.033645519843468) | > loss_feat: 7.697582244873047 (6.66242947945228) | > loss_mel: 17.630420684814453 (18.225746888380783) | > loss_duration: 2.2159972190856934 (2.321944530193622) | > loss_1: 32.780616760253906 (32.6062074807974)  --> STEP: 14 | > loss_disc: 2.313096523284912 (2.3264171736580983) | > loss_disc_real_0: 0.10071231424808502 (0.13168211254690373) | > loss_disc_real_1: 0.09416557103395462 (0.17847956397703715) | > loss_disc_real_2: 0.22243061661720276 (0.19853292778134346) | > loss_disc_real_3: 0.22827817499637604 (0.22120177745819092) | > loss_disc_real_4: 0.2459220439195633 (0.23195413606507437) | > loss_disc_real_5: 0.22984184324741364 (0.2257151518549238) | > loss_0: 2.313096523284912 (2.3264171736580983) | > loss_gen: 2.144585132598877 (2.3468793630599976) | > loss_kl: 3.8111581802368164 (3.089182138442993) | > loss_feat: 7.339544773101807 (6.710794857570103) | > loss_mel: 19.41920280456543 (18.31099373953683) | > loss_duration: 2.401329517364502 (2.327614886420114) | > loss_1: 35.115821838378906 (32.78546564919608)  --> STEP: 15 | > loss_disc: 2.1565346717834473 (2.315091673533122) | > loss_disc_real_0: 0.16777798533439636 (0.13408850406606992) | > loss_disc_real_1: 0.17219862341880798 (0.17806083460648855) | > loss_disc_real_2: 0.20257867872714996 (0.1988026445110639) | > loss_disc_real_3: 0.22370167076587677 (0.22136843701203665) | > loss_disc_real_4: 0.2186787873506546 (0.23106911281744638) | > loss_disc_real_5: 0.21392308175563812 (0.22492901384830474) | > loss_0: 2.1565346717834473 (2.315091673533122) | > loss_gen: 2.6837880611419678 (2.369339942932129) | > loss_kl: 3.4428486824035645 (3.1127599080403647) | > loss_feat: 8.710185050964355 (6.84408753712972) | > loss_mel: 18.049055099487305 (18.29353116353353) | > loss_duration: 2.323359966278076 (2.327331225077311) | > loss_1: 35.20923614501953 (32.94705034891764)  --> STEP: 16 | > loss_disc: 2.549020767211914 (2.3297122418880463) | > loss_disc_real_0: 0.17692771553993225 (0.13676595478318632) | > loss_disc_real_1: 0.19833047688007355 (0.1793276872485876) | > loss_disc_real_2: 0.26076534390449524 (0.20267531322315335) | > loss_disc_real_3: 0.2635633051395416 (0.2240056162700057) | > loss_disc_real_4: 0.29439088702201843 (0.23502672370523214) | > loss_disc_real_5: 0.3013700544834137 (0.22970657888799906) | > loss_0: 2.549020767211914 (2.3297122418880463) | > loss_gen: 2.713850259780884 (2.390871837735176) | > loss_kl: 2.9189584255218506 (3.1006473153829575) | > loss_feat: 9.901484489440918 (7.03517484664917) | > loss_mel: 17.45423698425293 (18.24107527732849) | > loss_duration: 2.380638599395752 (2.3306629359722137) | > loss_1: 35.369171142578125 (33.09843289852142)  --> STEP: 17 | > loss_disc: 2.366238594055176 (2.3318608508390537) | > loss_disc_real_0: 0.08309774100780487 (0.1336090010316933) | > loss_disc_real_1: 0.219162255525589 (0.18167089714723475) | > loss_disc_real_2: 0.2595776319503784 (0.20602250844240189) | > loss_disc_real_3: 0.2114153653383255 (0.2232650132740245) | > loss_disc_real_4: 0.21490682661533356 (0.23384320034700282) | > loss_disc_real_5: 0.2088669389486313 (0.22848071771509507) | > loss_0: 2.366238594055176 (2.3318608508390537) | > loss_gen: 2.4272663593292236 (2.393012691946591) | > loss_kl: 2.1634225845336914 (3.0455164488624122) | > loss_feat: 6.964990139007568 (7.031046334434958) | > loss_mel: 17.50164794921875 (18.197579552145566) | > loss_duration: 2.386129379272461 (2.3339256679310516) | > loss_1: 31.443456649780273 (33.001081354477826)  --> STEP: 18 | > loss_disc: 2.1189792156219482 (2.3200340933269925) | > loss_disc_real_0: 0.19183576107025146 (0.1368438210338354) | > loss_disc_real_1: 0.21056434512138367 (0.18327608870135415) | > loss_disc_real_2: 0.17435145378112793 (0.20426300540566444) | > loss_disc_real_3: 0.1586342602968216 (0.21967441588640213) | > loss_disc_real_4: 0.20713065564632416 (0.232359170085854) | > loss_disc_real_5: 0.17986537516117096 (0.22577986535098818) | > loss_0: 2.1189792156219482 (2.3200340933269925) | > loss_gen: 2.5958282947540283 (2.4042802254358926) | > loss_kl: 2.290421724319458 (3.0035667419433594) | > loss_feat: 9.835893630981445 (7.186871184243096) | > loss_mel: 18.14789390563965 (18.19481923845079) | > loss_duration: 2.311936855316162 (2.3327040672302246) | > loss_1: 35.18197250366211 (33.12224197387695)  --> STEP: 19 | > loss_disc: 2.486506700515747 (2.328795809494822) | > loss_disc_real_0: 0.280525803565979 (0.14440603064079033) | > loss_disc_real_1: 0.27376481890678406 (0.18803865344900833) | > loss_disc_real_2: 0.22391647100448608 (0.2052973983319182) | > loss_disc_real_3: 0.2595044672489166 (0.22177073437916606) | > loss_disc_real_4: 0.2712562382221222 (0.23440638419828916) | > loss_disc_real_5: 0.27267059683799744 (0.22824779858714656) | > loss_0: 2.486506700515747 (2.328795809494822) | > loss_gen: 2.6883773803710938 (2.4192327072745874) | > loss_kl: 2.2275197505950928 (2.962722163451345) | > loss_feat: 5.65617561340332 (7.106308259462056) | > loss_mel: 16.996910095214844 (18.131771388806794) | > loss_duration: 2.310190200805664 (2.33151912689209) | > loss_1: 29.879173278808594 (32.95155414782072)  --> STEP: 20 | > loss_disc: 2.4283173084259033 (2.3337718844413757) | > loss_disc_real_0: 0.19150176644325256 (0.14676081743091346) | > loss_disc_real_1: 0.09583590179681778 (0.1834285158663988) | > loss_disc_real_2: 0.23316441476345062 (0.20669074915349483) | > loss_disc_real_3: 0.21631157398223877 (0.2214977763593197) | > loss_disc_real_4: 0.2578422427177429 (0.23557817712426185) | > loss_disc_real_5: 0.20499934256076813 (0.22708537578582763) | > loss_0: 2.4283173084259033 (2.3337718844413757) | > loss_gen: 2.0890302658081055 (2.4027225852012633) | > loss_kl: 1.9081894159317017 (2.909995526075363) | > loss_feat: 5.21057653427124 (7.011521673202514) | > loss_mel: 18.395465850830078 (18.14495611190796) | > loss_duration: 2.313265323638916 (2.3306064367294312) | > loss_1: 29.916528701782227 (32.7998028755188)  --> STEP: 21 | > loss_disc: 2.567538261413574 (2.344903616678147) | > loss_disc_real_0: 0.14111042022705078 (0.1464917508973962) | > loss_disc_real_1: 0.22454142570495605 (0.18538627347775868) | > loss_disc_real_2: 0.2741183638572693 (0.20990158794891267) | > loss_disc_real_3: 0.2742875814437866 (0.22401157660143717) | > loss_disc_real_4: 0.29100748896598816 (0.23821766816434406) | > loss_disc_real_5: 0.2866269052028656 (0.2299206867104485) | > loss_0: 2.567538261413574 (2.344903616678147) | > loss_gen: 2.3380355834960938 (2.3996422517867315) | > loss_kl: 3.1557505130767822 (2.9216981445040022) | > loss_feat: 4.741608142852783 (6.90343055270967) | > loss_mel: 16.247947692871094 (18.054622377668107) | > loss_duration: 2.1858181953430176 (2.3237117585681735) | > loss_1: 28.669158935546875 (32.603105545043945)  --> STEP: 22 | > loss_disc: 2.2284302711486816 (2.339609373699535) | > loss_disc_real_0: 0.09003896266222 (0.14392571506852453) | > loss_disc_real_1: 0.18770051002502441 (0.18549146604808894) | > loss_disc_real_2: 0.17186769843101501 (0.20817277478900822) | > loss_disc_real_3: 0.17467492818832397 (0.2217690016735684) | > loss_disc_real_4: 0.23827050626277924 (0.23822006989609112) | > loss_disc_real_5: 0.2756537199020386 (0.23199946094642987) | > loss_0: 2.2284302711486816 (2.339609373699535) | > loss_gen: 2.4457008838653564 (2.4017358259721235) | > loss_kl: 1.961756706237793 (2.878064442764629) | > loss_feat: 8.706282615661621 (6.9853783737529405) | > loss_mel: 20.37442398071289 (18.16006790507923) | > loss_duration: 2.1814959049224854 (2.3172474015842783) | > loss_1: 35.66965866088867 (32.74249432303689)  --> STEP: 23 | > loss_disc: 2.283112049102783 (2.337152968282285) | > loss_disc_real_0: 0.16410058736801147 (0.14480288342937178) | > loss_disc_real_1: 0.17694376409053802 (0.18511982683254324) | > loss_disc_real_2: 0.1878013163805008 (0.20728705920602963) | > loss_disc_real_3: 0.2561187148094177 (0.22326246746208356) | > loss_disc_real_4: 0.23708298802375793 (0.23817063155381576) | > loss_disc_real_5: 0.22098907828330994 (0.231520748656729) | > loss_0: 2.283112049102783 (2.337152968282285) | > loss_gen: 2.6008548736572266 (2.410393175871476) | > loss_kl: 1.9725905656814575 (2.8386960133262304) | > loss_feat: 6.305511474609375 (6.9558189433553945) | > loss_mel: 17.76382064819336 (18.142839763475497) | > loss_duration: 2.2692484855651855 (2.315160492192144) | > loss_1: 30.91202735900879 (32.66290880286175)  --> STEP: 24 | > loss_disc: 2.301609754562378 (2.335672001043956) | > loss_disc_real_0: 0.14310477674007416 (0.14473212898398438) | > loss_disc_real_1: 0.12671759724617004 (0.1826864005997777) | > loss_disc_real_2: 0.35116562247276306 (0.21328199934214354) | > loss_disc_real_3: 0.2442253977060318 (0.22413592288891473) | > loss_disc_real_4: 0.24162328243255615 (0.23831449200709662) | > loss_disc_real_5: 0.2163814753293991 (0.2308899456014236) | > loss_0: 2.301609754562378 (2.335672001043956) | > loss_gen: 2.7863097190856934 (2.4260563651720686) | > loss_kl: 2.2924551963806152 (2.8159359792868295) | > loss_feat: 9.244579315185547 (7.051183958848317) | > loss_mel: 18.24677085876465 (18.14717022577921) | > loss_duration: 2.3888301849365234 (2.31823006272316) | > loss_1: 34.958946228027344 (32.75857702891032)  --> STEP: 25 | > loss_disc: 2.708343982696533 (2.3505788803100587) | > loss_disc_real_0: 0.23388780653476715 (0.14829835608601571) | > loss_disc_real_1: 0.31366026401519775 (0.1879253551363945) | > loss_disc_real_2: 0.28476038575172424 (0.21614113479852676) | > loss_disc_real_3: 0.27436891198158264 (0.22614524245262146) | > loss_disc_real_4: 0.32239991426467896 (0.2416779088973999) | > loss_disc_real_5: 0.27717018127441406 (0.2327411550283432) | > loss_0: 2.708343982696533 (2.3505788803100587) | > loss_gen: 2.539857864379883 (2.430608425140381) | > loss_kl: 3.0849008560180664 (2.826694574356079) | > loss_feat: 5.099874019622803 (6.973131561279297) | > loss_mel: 15.680404663085938 (18.04849960327148) | > loss_duration: 2.364060163497925 (2.3200632667541505) | > loss_1: 28.76909637451172 (32.598997802734374)  --> STEP: 26 | > loss_disc: 2.420522928237915 (2.3532690359995914) | > loss_disc_real_0: 0.19996245205402374 (0.15028543670016986) | > loss_disc_real_1: 0.15812990069389343 (0.18677937611937523) | > loss_disc_real_2: 0.22498266398906708 (0.21648119361354753) | > loss_disc_real_3: 0.12078627943992615 (0.22209297464444086) | > loss_disc_real_4: 0.17964540421962738 (0.23929204333287019) | > loss_disc_real_5: 0.13057070970535278 (0.2288115225159205) | > loss_0: 2.420522928237915 (2.3532690359995914) | > loss_gen: 2.216362953186035 (2.4223682146805983) | > loss_kl: 2.249607563018799 (2.804498920073876) | > loss_feat: 16.217578887939453 (7.3286872276893025) | > loss_mel: 20.10413360595703 (18.127562449528618) | > loss_duration: 2.2996745109558105 (2.3192790838388295) | > loss_1: 43.08735656738281 (33.002396216759315) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024526486029991736 (-5.921033712533814e-05) | > avg_loss_disc: 2.3532690359995914 (-0.13384033166445253) | > avg_loss_disc_real_0: 0.15028543670016986 (+0.008735987715996263) | > avg_loss_disc_real_1: 0.18677937611937523 (-0.06231686157675889) | > avg_loss_disc_real_2: 0.21648119361354753 (-0.04936601995275572) | > avg_loss_disc_real_3: 0.22209297464444086 (-0.05489902943372729) | > avg_loss_disc_real_4: 0.23929204333287019 (+0.006344245030329765) | > avg_loss_disc_real_5: 0.2288115225159205 (-0.02464176485171679) | > avg_loss_0: 2.3532690359995914 (-0.13384033166445253) | > avg_loss_gen: 2.4223682146805983 (-0.035525331130394466) | > avg_loss_kl: 2.804498920073876 (+0.08953980299142694) | > avg_loss_feat: 7.3286872276893025 (+1.2351170778274536) | > avg_loss_mel: 18.127562449528618 (+0.9883726560152475) | > avg_loss_duration: 2.3192790838388295 (+0.00040223965278096685) | > avg_loss_1: 33.002396216759315 (+2.2779068580040587)  > EPOCH: 491/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:44:41)   --> TIME: 2024-06-11 12:44:49 -- STEP: 19/330 -- GLOBAL_STEP: 250050 | > loss_disc: 2.4105727672576904 (2.326210486261468) | > loss_disc_real_0: 0.12928611040115356 (0.10034972350848348) | > loss_disc_real_1: 0.19381511211395264 (0.20316353597139059) | > loss_disc_real_2: 0.22662831842899323 (0.21129487847027026) | > loss_disc_real_3: 0.2290726900100708 (0.23075287514611295) | > loss_disc_real_4: 0.2146105170249939 (0.23511043739946266) | > loss_disc_real_5: 0.19409872591495514 (0.22166999939240908) | > loss_0: 2.4105727672576904 (2.326210486261468) | > grad_norm_0: tensor(8.5611, device='cuda:0') (tensor(6.6418, device='cuda:0')) | > loss_gen: 2.318786144256592 (2.485634452418277) | > loss_kl: 2.037090539932251 (1.863584173353095) | > loss_feat: 6.57247257232666 (6.988617244519685) | > loss_mel: 16.8892822265625 (18.209842079564144) | > loss_duration: 2.011183977127075 (2.093516525469328) | > loss_1: 29.828815460205078 (31.641194594533818) | > grad_norm_1: tensor(107.1031, device='cuda:0') (tensor(77.1766, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.357 (0.3552515506744385) | > loader_time: 0.0033 (0.0030928661948756166)  --> TIME: 2024-06-11 12:44:58 -- STEP: 44/330 -- GLOBAL_STEP: 250075 | > loss_disc: 2.437666416168213 (2.331792863932523) | > loss_disc_real_0: 0.16907112300395966 (0.10778436928310177) | > loss_disc_real_1: 0.2319907546043396 (0.202065300535072) | > loss_disc_real_2: 0.19136494398117065 (0.20919915491884405) | > loss_disc_real_3: 0.25878122448921204 (0.2268810234963894) | > loss_disc_real_4: 0.2477094531059265 (0.2300391769544645) | > loss_disc_real_5: 0.2490399330854416 (0.21933842755176805) | > loss_0: 2.437666416168213 (2.331792863932523) | > grad_norm_0: tensor(20.7125, device='cuda:0') (tensor(8.5862, device='cuda:0')) | > loss_gen: 2.544774293899536 (2.486691014333205) | > loss_kl: 1.857476830482483 (1.8960978524251417) | > loss_feat: 7.554408073425293 (7.070194385268471) | > loss_mel: 17.94305419921875 (18.068970030004323) | > loss_duration: 1.9255212545394897 (2.0404100851579146) | > loss_1: 31.82523536682129 (31.562363494526256) | > grad_norm_1: tensor(160.5768, device='cuda:0') (tensor(94.8255, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3611 (0.35613401369615033) | > loader_time: 0.0031 (0.0032585209066217594)  --> TIME: 2024-06-11 12:45:07 -- STEP: 69/330 -- GLOBAL_STEP: 250100 | > loss_disc: 2.3343889713287354 (2.3359387888424643) | > loss_disc_real_0: 0.062423624098300934 (0.107679835372213) | > loss_disc_real_1: 0.19379004836082458 (0.20068561987600464) | > loss_disc_real_2: 0.21402673423290253 (0.21020506970260455) | > loss_disc_real_3: 0.20199333131313324 (0.2284310665251552) | > loss_disc_real_4: 0.20985884964466095 (0.23037026520224585) | > loss_disc_real_5: 0.22617490589618683 (0.21861598889033) | > loss_0: 2.3343889713287354 (2.3359387888424643) | > grad_norm_0: tensor(9.9733, device='cuda:0') (tensor(8.5341, device='cuda:0')) | > loss_gen: 2.561336040496826 (2.480394712392834) | > loss_kl: 1.9912711381912231 (1.8940847110057222) | > loss_feat: 8.087530136108398 (7.0405348487522295) | > loss_mel: 17.420188903808594 (18.03612844494806) | > loss_duration: 1.954972743988037 (2.0238305554873692) | > loss_1: 32.015296936035156 (31.474973291590594) | > grad_norm_1: tensor(273.9890, device='cuda:0') (tensor(100.1295, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3647 (0.3591414914614912) | > loader_time: 0.0038 (0.0034224434175353117)  --> TIME: 2024-06-11 12:45:17 -- STEP: 94/330 -- GLOBAL_STEP: 250125 | > loss_disc: 2.405292272567749 (2.3397098881133056) | > loss_disc_real_0: 0.12702693045139313 (0.10926029680574194) | > loss_disc_real_1: 0.2522362768650055 (0.1999988574930962) | > loss_disc_real_2: 0.20062828063964844 (0.21098643176733178) | > loss_disc_real_3: 0.22981716692447662 (0.22848469446948233) | > loss_disc_real_4: 0.22644123435020447 (0.22950041246541003) | > loss_disc_real_5: 0.21795371174812317 (0.22004107259055403) | > loss_0: 2.405292272567749 (2.3397098881133056) | > grad_norm_0: tensor(14.6721, device='cuda:0') (tensor(9.7723, device='cuda:0')) | > loss_gen: 2.455409526824951 (2.4825809712105604) | > loss_kl: 2.067702531814575 (1.9105114429555041) | > loss_feat: 7.020174026489258 (7.035973447434445) | > loss_mel: 18.89518928527832 (18.005869966872194) | > loss_duration: 2.037449598312378 (2.0196655253146547) | > loss_1: 32.47592544555664 (31.454601409587454) | > grad_norm_1: tensor(238.7352, device='cuda:0') (tensor(126.8825, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3869 (0.3644158637270014) | > loader_time: 0.0041 (0.003550770434927433)  --> TIME: 2024-06-11 12:45:27 -- STEP: 119/330 -- GLOBAL_STEP: 250150 | > loss_disc: 2.3651540279388428 (2.3447391385791674) | > loss_disc_real_0: 0.17404478788375854 (0.11085170858046588) | > loss_disc_real_1: 0.19320443272590637 (0.1998915364261435) | > loss_disc_real_2: 0.2571554183959961 (0.21224999290053584) | > loss_disc_real_3: 0.2557244300842285 (0.2282926459021929) | > loss_disc_real_4: 0.2533206641674042 (0.22964863378961548) | > loss_disc_real_5: 0.25628653168678284 (0.2203830419217839) | > loss_0: 2.3651540279388428 (2.3447391385791674) | > grad_norm_0: tensor(30.8698, device='cuda:0') (tensor(12.2207, device='cuda:0')) | > loss_gen: 2.5949325561523438 (2.4853955737682942) | > loss_kl: 1.964607834815979 (1.9105325035688256) | > loss_feat: 7.421706199645996 (7.0328148954054885) | > loss_mel: 17.59788703918457 (17.987291897044454) | > loss_duration: 2.008265495300293 (2.019411934524023) | > loss_1: 31.587398529052734 (31.435446827351544) | > grad_norm_1: tensor(319.2020, device='cuda:0') (tensor(153.8987, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3701 (0.36872884205409456) | > loader_time: 0.0042 (0.0037106866596125754)  --> TIME: 2024-06-11 12:45:37 -- STEP: 144/330 -- GLOBAL_STEP: 250175 | > loss_disc: 2.3589043617248535 (2.3536743538247205) | > loss_disc_real_0: 0.15232670307159424 (0.11328465703667866) | > loss_disc_real_1: 0.1683412492275238 (0.2003795691869325) | > loss_disc_real_2: 0.24039919674396515 (0.21278922487464216) | > loss_disc_real_3: 0.2214619368314743 (0.22866384436686835) | > loss_disc_real_4: 0.20457305014133453 (0.2304577814001176) | > loss_disc_real_5: 0.1975032091140747 (0.22122979505608475) | > loss_0: 2.3589043617248535 (2.3536743538247205) | > grad_norm_0: tensor(29.1501, device='cuda:0') (tensor(14.0072, device='cuda:0')) | > loss_gen: 2.3881874084472656 (2.4853574948178387) | > loss_kl: 2.0625991821289062 (1.921339650121) | > loss_feat: 7.780416011810303 (7.045341077778073) | > loss_mel: 18.24701690673828 (17.98891626463995) | > loss_duration: 2.025012493133545 (2.02327580915557) | > loss_1: 32.503231048583984 (31.464230338732403) | > grad_norm_1: tensor(202.9388, device='cuda:0') (tensor(173.9078, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3805 (0.37429999808470416) | > loader_time: 0.0044 (0.003867525193426344)  --> TIME: 2024-06-11 12:45:47 -- STEP: 169/330 -- GLOBAL_STEP: 250200 | > loss_disc: 2.4051403999328613 (2.352018577812691) | > loss_disc_real_0: 0.15789902210235596 (0.11340539902448654) | > loss_disc_real_1: 0.16142725944519043 (0.19937013204281143) | > loss_disc_real_2: 0.1915121078491211 (0.21284649569607342) | > loss_disc_real_3: 0.22534872591495514 (0.2285377393812823) | > loss_disc_real_4: 0.2339072972536087 (0.22889108611987188) | > loss_disc_real_5: 0.20402200520038605 (0.22102848894497343) | > loss_0: 2.4051403999328613 (2.352018577812691) | > grad_norm_0: tensor(43.6014, device='cuda:0') (tensor(17.0696, device='cuda:0')) | > loss_gen: 2.6407017707824707 (2.4936851538144627) | > loss_kl: 2.0289530754089355 (1.9325422020353509) | > loss_feat: 7.376818656921387 (7.049342598435441) | > loss_mel: 17.858219146728516 (17.951297297280206) | > loss_duration: 2.0701041221618652 (2.0278469020798373) | > loss_1: 31.974796295166016 (31.454714182565905) | > grad_norm_1: tensor(121.9076, device='cuda:0') (tensor(196.3006, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3717 (0.3759780212266911) | > loader_time: 0.0045 (0.0039569978883280555)  --> TIME: 2024-06-11 12:45:57 -- STEP: 194/330 -- GLOBAL_STEP: 250225 | > loss_disc: 2.3471901416778564 (2.3547641555058596) | > loss_disc_real_0: 0.11266537755727768 (0.11383131768592854) | > loss_disc_real_1: 0.18309956789016724 (0.19970022810181387) | > loss_disc_real_2: 0.25314006209373474 (0.21254843381262314) | > loss_disc_real_3: 0.21818064153194427 (0.22896667815668068) | > loss_disc_real_4: 0.24371924996376038 (0.23028231166379967) | > loss_disc_real_5: 0.22464555501937866 (0.22170478819879055) | > loss_0: 2.3471901416778564 (2.3547641555058596) | > grad_norm_0: tensor(49.3387, device='cuda:0') (tensor(19.5310, device='cuda:0')) | > loss_gen: 2.6384823322296143 (2.4987407001023434) | > loss_kl: 1.966219186782837 (1.9415327408879073) | > loss_feat: 7.079911231994629 (7.055323453293633) | > loss_mel: 17.436857223510742 (17.91645556381068) | > loss_duration: 2.055367946624756 (2.0347119999915058) | > loss_1: 31.176837921142578 (31.446764493725965) | > grad_norm_1: tensor(228.0504, device='cuda:0') (tensor(215.4858, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.3895 (0.3780894353217686) | > loader_time: 0.0045 (0.004051700080792926)  --> TIME: 2024-06-11 12:46:07 -- STEP: 219/330 -- GLOBAL_STEP: 250250 | > loss_disc: 2.3418056964874268 (2.3600613918478635) | > loss_disc_real_0: 0.16638532280921936 (0.11418076254189287) | > loss_disc_real_1: 0.1859118938446045 (0.19972852614100117) | > loss_disc_real_2: 0.19549867510795593 (0.21352206742110313) | > loss_disc_real_3: 0.23784475028514862 (0.22937132744756464) | > loss_disc_real_4: 0.23654770851135254 (0.2306113668364477) | > loss_disc_real_5: 0.24790139496326447 (0.22281222807490114) | > loss_0: 2.3418056964874268 (2.3600613918478635) | > grad_norm_0: tensor(54.5190, device='cuda:0') (tensor(21.7932, device='cuda:0')) | > loss_gen: 2.413409948348999 (2.500164371647247) | > loss_kl: 1.9605107307434082 (1.944359047772133) | > loss_feat: 6.86821174621582 (7.0654652107796165) | > loss_mel: 17.56220245361328 (17.886954703831773) | > loss_duration: 2.1033995151519775 (2.0418973959744244) | > loss_1: 30.907733917236328 (31.43884073544855) | > grad_norm_1: tensor(433.8486, device='cuda:0') (tensor(229.9784, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.4051 (0.3804022318696323) | > loader_time: 0.0049 (0.004166422369273283)  --> TIME: 2024-06-11 12:46:18 -- STEP: 244/330 -- GLOBAL_STEP: 250275 | > loss_disc: 2.4183459281921387 (2.3609348213086365) | > loss_disc_real_0: 0.11147467792034149 (0.11486213959631372) | > loss_disc_real_1: 0.18400436639785767 (0.2000227939398562) | > loss_disc_real_2: 0.20441162586212158 (0.21361707004367325) | > loss_disc_real_3: 0.1987687647342682 (0.22905413391160184) | > loss_disc_real_4: 0.2183302789926529 (0.22997366130107738) | > loss_disc_real_5: 0.21672262251377106 (0.2221788550253774) | > loss_0: 2.4183459281921387 (2.3609348213086365) | > grad_norm_0: tensor(50.0034, device='cuda:0') (tensor(22.9026, device='cuda:0')) | > loss_gen: 2.2869646549224854 (2.493142198343746) | > loss_kl: 1.7885810136795044 (1.943261385452552) | > loss_feat: 7.2078399658203125 (7.04455861888948) | > loss_mel: 16.5750789642334 (17.845670606269195) | > loss_duration: 2.0601465702056885 (2.0503689197243236) | > loss_1: 29.918609619140625 (31.377001731122128) | > grad_norm_1: tensor(317.5159, device='cuda:0') (tensor(242.9785, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.4486 (0.3840329090102775) | > loader_time: 0.0061 (0.004305809247689167)  --> TIME: 2024-06-11 12:46:29 -- STEP: 269/330 -- GLOBAL_STEP: 250300 | > loss_disc: 2.375728130340576 (2.3623413711675485) | > loss_disc_real_0: 0.11609429121017456 (0.11522319057063099) | > loss_disc_real_1: 0.20299983024597168 (0.1996578677768601) | > loss_disc_real_2: 0.21477961540222168 (0.213498390629389) | > loss_disc_real_3: 0.2477802038192749 (0.2295464911536213) | > loss_disc_real_4: 0.24037715792655945 (0.23020094417063278) | > loss_disc_real_5: 0.21540918946266174 (0.22242263125664236) | > loss_0: 2.375728130340576 (2.3623413711675485) | > grad_norm_0: tensor(43.3764, device='cuda:0') (tensor(23.5439, device='cuda:0')) | > loss_gen: 2.482830762863159 (2.489271678889108) | > loss_kl: 1.987827181816101 (1.9466985273538469) | > loss_feat: 6.381932258605957 (7.058488154499948) | > loss_mel: 17.554166793823242 (17.821792240922765) | > loss_duration: 2.146082878112793 (2.057885117690359) | > loss_1: 30.552841186523438 (31.374135729991814) | > grad_norm_1: tensor(271.4151, device='cuda:0') (tensor(253.5351, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.4469 (0.38896524064159754) | > loader_time: 0.0064 (0.004471930429394802)  --> TIME: 2024-06-11 12:46:41 -- STEP: 294/330 -- GLOBAL_STEP: 250325 | > loss_disc: 2.3923797607421875 (2.3648846652232067) | > loss_disc_real_0: 0.09574145078659058 (0.11628379262223536) | > loss_disc_real_1: 0.2247277945280075 (0.20001546252949712) | > loss_disc_real_2: 0.2107125222682953 (0.21378916355014663) | > loss_disc_real_3: 0.25727856159210205 (0.2293153512133222) | > loss_disc_real_4: 0.2418145090341568 (0.2298084480725989) | > loss_disc_real_5: 0.20663884282112122 (0.2221845413754586) | > loss_0: 2.3923797607421875 (2.3648846652232067) | > grad_norm_0: tensor(6.0847, device='cuda:0') (tensor(25.9034, device='cuda:0')) | > loss_gen: 2.6108031272888184 (2.490720235571569) | > loss_kl: 2.032301664352417 (1.9485314533013065) | > loss_feat: 6.746164321899414 (7.07282812741338) | > loss_mel: 16.718942642211914 (17.772402841217648) | > loss_duration: 2.2107396125793457 (2.0677099357656883) | > loss_1: 30.318952560424805 (31.352192560831707) | > grad_norm_1: tensor(469.8985, device='cuda:0') (tensor(270.3596, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.4552 (0.39504128167418406) | > loader_time: 0.0071 (0.004652262544956336)  --> TIME: 2024-06-11 12:46:54 -- STEP: 319/330 -- GLOBAL_STEP: 250350 | > loss_disc: 2.388275146484375 (2.371061907292907) | > loss_disc_real_0: 0.0958893746137619 (0.11833219554824141) | > loss_disc_real_1: 0.2603174149990082 (0.20114791584799657) | > loss_disc_real_2: 0.23156747221946716 (0.21405766007481705) | > loss_disc_real_3: 0.21235544979572296 (0.22947050360116092) | > loss_disc_real_4: 0.26837050914764404 (0.23047364552192928) | > loss_disc_real_5: 0.23254239559173584 (0.22280321216508508) | > loss_0: 2.388275146484375 (2.371061907292907) | > grad_norm_0: tensor(39.3587, device='cuda:0') (tensor(28.1286, device='cuda:0')) | > loss_gen: 2.2703285217285156 (2.4890220546423447) | > loss_kl: 1.9876481294631958 (1.9502848095280998) | > loss_feat: 8.199761390686035 (7.07695908979936) | > loss_mel: 17.190950393676758 (17.73002527649498) | > loss_duration: 2.2530665397644043 (2.0813355176800097) | > loss_1: 31.901756286621094 (31.327626739549785) | > grad_norm_1: tensor(367.8568, device='cuda:0') (tensor(282.7216, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.5544 (0.40399660286858546) | > loader_time: 0.0083 (0.00487685203552246)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3849494457244873 (2.3849494457244873) | > loss_disc_real_0: 0.14563053846359253 (0.14563053846359253) | > loss_disc_real_1: 0.2658129334449768 (0.2658129334449768) | > loss_disc_real_2: 0.30121907591819763 (0.30121907591819763) | > loss_disc_real_3: 0.26472464203834534 (0.26472464203834534) | > loss_disc_real_4: 0.21873129904270172 (0.21873129904270172) | > loss_disc_real_5: 0.19984477758407593 (0.19984477758407593) | > loss_0: 2.3849494457244873 (2.3849494457244873) | > loss_gen: 2.746145486831665 (2.746145486831665) | > loss_kl: 1.9354894161224365 (1.9354894161224365) | > loss_feat: 7.961876392364502 (7.961876392364502) | > loss_mel: 17.766902923583984 (17.766902923583984) | > loss_duration: 2.871842384338379 (2.871842384338379) | > loss_1: 33.282257080078125 (33.282257080078125)  --> STEP: 1 | > loss_disc: 2.1390023231506348 (2.1390023231506348) | > loss_disc_real_0: 0.09683042764663696 (0.09683042764663696) | > loss_disc_real_1: 0.2012522965669632 (0.2012522965669632) | > loss_disc_real_2: 0.1944134384393692 (0.1944134384393692) | > loss_disc_real_3: 0.21533851325511932 (0.21533851325511932) | > loss_disc_real_4: 0.2176409512758255 (0.2176409512758255) | > loss_disc_real_5: 0.1911695897579193 (0.1911695897579193) | > loss_0: 2.1390023231506348 (2.1390023231506348) | > loss_gen: 2.6771771907806396 (2.6771771907806396) | > loss_kl: 2.931833267211914 (2.931833267211914) | > loss_feat: 7.185847282409668 (7.185847282409668) | > loss_mel: 18.79827308654785 (18.79827308654785) | > loss_duration: 2.4483447074890137 (2.4483447074890137) | > loss_1: 34.04147720336914 (34.04147720336914)  --> STEP: 2 | > loss_disc: 2.3366198539733887 (2.2378110885620117) | > loss_disc_real_0: 0.07596498727798462 (0.08639770746231079) | > loss_disc_real_1: 0.21011054515838623 (0.2056814208626747) | > loss_disc_real_2: 0.275369793176651 (0.2348916158080101) | > loss_disc_real_3: 0.30339425802230835 (0.25936638563871384) | > loss_disc_real_4: 0.21346044540405273 (0.21555069833993912) | > loss_disc_real_5: 0.1646096557378769 (0.1778896227478981) | > loss_0: 2.3366198539733887 (2.2378110885620117) | > loss_gen: 2.4834306240081787 (2.580303907394409) | > loss_kl: 2.5157976150512695 (2.723815441131592) | > loss_feat: 5.922181606292725 (6.554014444351196) | > loss_mel: 17.410240173339844 (18.104256629943848) | > loss_duration: 2.4860219955444336 (2.4671833515167236) | > loss_1: 30.817672729492188 (32.429574966430664)  --> STEP: 3 | > loss_disc: 2.2579092979431152 (2.2445104916890464) | > loss_disc_real_0: 0.1003677099943161 (0.09105437497297923) | > loss_disc_real_1: 0.16411106288433075 (0.1918246348698934) | > loss_disc_real_2: 0.22760449349880219 (0.23246257503827414) | > loss_disc_real_3: 0.20998527109622955 (0.2429060141245524) | > loss_disc_real_4: 0.2530689239501953 (0.22805677354335785) | > loss_disc_real_5: 0.22424361109733582 (0.19334095219771066) | > loss_0: 2.2579092979431152 (2.2445104916890464) | > loss_gen: 2.4797379970550537 (2.5467819372812905) | > loss_kl: 3.6053054332733154 (3.0176454385121665) | > loss_feat: 6.510676860809326 (6.539568583170573) | > loss_mel: 18.45990562438965 (18.222806294759113) | > loss_duration: 2.3505218029022217 (2.428296168645223) | > loss_1: 33.40614700317383 (32.75509897867838)  --> STEP: 4 | > loss_disc: 2.221709966659546 (2.238810360431671) | > loss_disc_real_0: 0.15509745478630066 (0.10706514492630959) | > loss_disc_real_1: 0.20060564577579498 (0.1940198875963688) | > loss_disc_real_2: 0.14147943258285522 (0.2097167894244194) | > loss_disc_real_3: 0.1841273009777069 (0.22821133583784103) | > loss_disc_real_4: 0.16119548678398132 (0.21134145185351372) | > loss_disc_real_5: 0.14574526250362396 (0.181442029774189) | > loss_0: 2.221709966659546 (2.238810360431671) | > loss_gen: 2.2431864738464355 (2.470883071422577) | > loss_kl: 2.681290626525879 (2.9335567355155945) | > loss_feat: 7.862261772155762 (6.87024188041687) | > loss_mel: 19.812965393066406 (18.620346069335938) | > loss_duration: 2.354426622390747 (2.409828782081604) | > loss_1: 34.954132080078125 (33.30485725402832)  --> STEP: 5 | > loss_disc: 2.457801580429077 (2.2826086044311524) | > loss_disc_real_0: 0.1813196837902069 (0.12191605269908905) | > loss_disc_real_1: 0.22098900377750397 (0.19941371083259582) | > loss_disc_real_2: 0.22290188074111938 (0.2123538076877594) | > loss_disc_real_3: 0.22923529148101807 (0.22841612696647645) | > loss_disc_real_4: 0.2393084317445755 (0.21693484783172606) | > loss_disc_real_5: 0.31263256072998047 (0.2076801359653473) | > loss_0: 2.457801580429077 (2.2826086044311524) | > loss_gen: 2.440157890319824 (2.4647380352020263) | > loss_kl: 2.6549229621887207 (2.87782998085022) | > loss_feat: 5.932553768157959 (6.682704257965088) | > loss_mel: 18.664405822753906 (18.62915802001953) | > loss_duration: 2.4774928092956543 (2.423361587524414) | > loss_1: 32.169532775878906 (33.07779235839844)  --> STEP: 6 | > loss_disc: 2.498408317565918 (2.3185752232869468) | > loss_disc_real_0: 0.13089445233345032 (0.12341245263814926) | > loss_disc_real_1: 0.258981317281723 (0.2093416452407837) | > loss_disc_real_2: 0.2903086841106415 (0.2253462870915731) | > loss_disc_real_3: 0.3028665781021118 (0.24082453548908234) | > loss_disc_real_4: 0.21349267661571503 (0.21636115262905756) | > loss_disc_real_5: 0.23143020272254944 (0.21163848042488098) | > loss_0: 2.498408317565918 (2.3185752232869468) | > loss_gen: 2.8889238834381104 (2.535435676574707) | > loss_kl: 3.0378708839416504 (2.9045034646987915) | > loss_feat: 6.493714332580566 (6.651205937067668) | > loss_mel: 19.483455657958984 (18.771540959676106) | > loss_duration: 2.1533055305480957 (2.378352244695028) | > loss_1: 34.05727005004883 (33.24103864034017)  --> STEP: 7 | > loss_disc: 2.279770851135254 (2.3130317415509904) | > loss_disc_real_0: 0.10314464569091797 (0.12051705164568764) | > loss_disc_real_1: 0.2582772970199585 (0.21633245263780868) | > loss_disc_real_2: 0.25602665543556213 (0.2297291968550001) | > loss_disc_real_3: 0.2658270001411438 (0.24439631615366256) | > loss_disc_real_4: 0.17950820922851562 (0.21109644642898015) | > loss_disc_real_5: 0.18284563720226288 (0.2075252171073641) | > loss_0: 2.279770851135254 (2.3130317415509904) | > loss_gen: 2.517728567123413 (2.5329060895102367) | > loss_kl: 3.847635269165039 (3.0392365796225413) | > loss_feat: 6.329341888427734 (6.605225358690534) | > loss_mel: 17.528942108154297 (18.594026838030135) | > loss_duration: 2.5310020446777344 (2.4001593589782715) | > loss_1: 32.7546501159668 (33.17155456542969)  --> STEP: 8 | > loss_disc: 2.405508518218994 (2.324591338634491) | > loss_disc_real_0: 0.12281878292560577 (0.12080476805567741) | > loss_disc_real_1: 0.16218380630016327 (0.209563871845603) | > loss_disc_real_2: 0.17939086258411407 (0.22343690507113934) | > loss_disc_real_3: 0.19937172532081604 (0.23876824229955673) | > loss_disc_real_4: 0.199326291680336 (0.20962517708539963) | > loss_disc_real_5: 0.19869057834148407 (0.2064208872616291) | > loss_0: 2.405508518218994 (2.324591338634491) | > loss_gen: 2.2430179119110107 (2.4966700673103333) | > loss_kl: 3.318547487258911 (3.0741504430770874) | > loss_feat: 8.773563385009766 (6.876267611980438) | > loss_mel: 19.719711303710938 (18.734737396240234) | > loss_duration: 2.2170028686523438 (2.3772647976875305) | > loss_1: 36.27184295654297 (33.55909061431885)  --> STEP: 9 | > loss_disc: 2.6098999977111816 (2.356292300754123) | > loss_disc_real_0: 0.2730652689933777 (0.13772260149319968) | > loss_disc_real_1: 0.18643921613693237 (0.2069944656557507) | > loss_disc_real_2: 0.24271075427532196 (0.22557844387160408) | > loss_disc_real_3: 0.24218648672103882 (0.23914804723527697) | > loss_disc_real_4: 0.19118155539035797 (0.20757588578595054) | > loss_disc_real_5: 0.14824436604976654 (0.19995682934919992) | > loss_0: 2.6098999977111816 (2.356292300754123) | > loss_gen: 2.083697557449341 (2.4507842328813343) | > loss_kl: 2.4178431034088135 (3.0012274053361683) | > loss_feat: 6.910186767578125 (6.880036407046848) | > loss_mel: 18.05970001220703 (18.659733242458767) | > loss_duration: 2.1852478981018066 (2.35592958662245) | > loss_1: 31.656675338745117 (33.3477111392551)  --> STEP: 10 | > loss_disc: 2.3745970726013184 (2.358122777938843) | > loss_disc_real_0: 0.0871964693069458 (0.13266998827457427) | > loss_disc_real_1: 0.22527091205120087 (0.2088221102952957) | > loss_disc_real_2: 0.20859292149543762 (0.22387989163398742) | > loss_disc_real_3: 0.2774215042591095 (0.2429753929376602) | > loss_disc_real_4: 0.22154323756694794 (0.20897262096405028) | > loss_disc_real_5: 0.2375408560037613 (0.20371523201465608) | > loss_0: 2.3745970726013184 (2.358122777938843) | > loss_gen: 2.335628032684326 (2.439268612861633) | > loss_kl: 2.5716609954833984 (2.958270764350891) | > loss_feat: 5.090317249298096 (6.701064491271973) | > loss_mel: 16.93033790588379 (18.48679370880127) | > loss_duration: 2.3404293060302734 (2.3543795585632323) | > loss_1: 29.268373489379883 (32.93977737426758)  --> STEP: 11 | > loss_disc: 2.388059377670288 (2.360844287005338) | > loss_disc_real_0: 0.10476331412792206 (0.1301330178976059) | > loss_disc_real_1: 0.18407833576202393 (0.20657267624681647) | > loss_disc_real_2: 0.2615809142589569 (0.22730725732716647) | > loss_disc_real_3: 0.2793563902378082 (0.24628275632858276) | > loss_disc_real_4: 0.24548056721687317 (0.21229152516885239) | > loss_disc_real_5: 0.2668294608592987 (0.20945288918235086) | > loss_0: 2.388059377670288 (2.360844287005338) | > loss_gen: 2.445661783218384 (2.4398498101667925) | > loss_kl: 3.81939435005188 (3.0365547266873447) | > loss_feat: 5.370751857757568 (6.5801269791343) | > loss_mel: 18.75484275817871 (18.51116180419922) | > loss_duration: 2.5178744792938232 (2.3692427331751045) | > loss_1: 32.90852355957031 (32.93693611838601)  --> STEP: 12 | > loss_disc: 2.432866096496582 (2.3668461044629416) | > loss_disc_real_0: 0.06993645429611206 (0.1251166375974814) | > loss_disc_real_1: 0.23578935861587524 (0.20900739977757135) | > loss_disc_real_2: 0.21983376145362854 (0.22668446600437164) | > loss_disc_real_3: 0.2508943974971771 (0.24666705975929895) | > loss_disc_real_4: 0.19735755026340485 (0.21104702726006508) | > loss_disc_real_5: 0.21108904480934143 (0.20958923548460007) | > loss_0: 2.432866096496582 (2.3668461044629416) | > loss_gen: 2.3295040130615234 (2.4306543270746865) | > loss_kl: 2.6118063926696777 (3.0011590321858725) | > loss_feat: 6.53597354888916 (6.5764475266138716) | > loss_mel: 17.534942626953125 (18.42981020609538) | > loss_duration: 2.240273952484131 (2.3584953347841897) | > loss_1: 31.252500534057617 (32.79656648635864)  --> STEP: 13 | > loss_disc: 2.371344566345215 (2.3671921399923472) | > loss_disc_real_0: 0.13417237997055054 (0.12581323316464058) | > loss_disc_real_1: 0.19958579540252686 (0.20828266097949102) | > loss_disc_real_2: 0.22384925186634064 (0.2264663726091385) | > loss_disc_real_3: 0.2779366970062256 (0.24907241647060102) | > loss_disc_real_4: 0.1855478584766388 (0.20908555273826307) | > loss_disc_real_5: 0.22474399209022522 (0.21075498599272507) | > loss_0: 2.371344566345215 (2.3671921399923472) | > loss_gen: 2.39719295501709 (2.4280803753779483) | > loss_kl: 3.0093493461608887 (3.0017890563377967) | > loss_feat: 5.935787200927734 (6.527165963099553) | > loss_mel: 15.809491157531738 (18.228247202359714) | > loss_duration: 2.245565414428711 (2.3498084178337684) | > loss_1: 29.39738655090332 (32.53509110670824)  --> STEP: 14 | > loss_disc: 2.325612783432007 (2.3642221859523227) | > loss_disc_real_0: 0.10233616083860397 (0.12413629942706653) | > loss_disc_real_1: 0.18792478740215302 (0.2068285271525383) | > loss_disc_real_2: 0.18442383408546448 (0.22346333414316177) | > loss_disc_real_3: 0.22799348831176758 (0.24756677874497005) | > loss_disc_real_4: 0.19825008511543274 (0.20831159076520375) | > loss_disc_real_5: 0.2049637883901596 (0.21034132902111327) | > loss_0: 2.325612783432007 (2.3642221859523227) | > loss_gen: 2.272224187850952 (2.4169477905545915) | > loss_kl: 3.1740882396698 (3.0140961408615112) | > loss_feat: 6.826773166656494 (6.548566477639334) | > loss_mel: 19.51813316345215 (18.320381913866317) | > loss_duration: 2.438261032104492 (2.356126461710249) | > loss_1: 34.22947692871094 (32.65611866542272)  --> STEP: 15 | > loss_disc: 2.35321044921875 (2.3634880701700847) | > loss_disc_real_0: 0.14581426978111267 (0.1255814974506696) | > loss_disc_real_1: 0.2286069542169571 (0.20828042229016622) | > loss_disc_real_2: 0.2525250315666199 (0.225400780638059) | > loss_disc_real_3: 0.23766452074050903 (0.24690662821133932) | > loss_disc_real_4: 0.17504146695137024 (0.20609358251094817) | > loss_disc_real_5: 0.18442195653915405 (0.20861337085564932) | > loss_0: 2.35321044921875 (2.3634880701700847) | > loss_gen: 2.33540678024292 (2.4115117232004804) | > loss_kl: 3.4444775581359863 (3.0427882353464764) | > loss_feat: 6.867051601409912 (6.569798819224039) | > loss_mel: 18.77508544921875 (18.35069548288981) | > loss_duration: 2.368116855621338 (2.3569258213043214) | > loss_1: 33.790138244628906 (32.73171997070313)  --> STEP: 16 | > loss_disc: 2.5900931358337402 (2.377650886774063) | > loss_disc_real_0: 0.1666167676448822 (0.1281462018378079) | > loss_disc_real_1: 0.25128141045570374 (0.2109679840505123) | > loss_disc_real_2: 0.1927509754896164 (0.22336016781628132) | > loss_disc_real_3: 0.25417470932006836 (0.24736088328063488) | > loss_disc_real_4: 0.20304609835147858 (0.20590311475098133) | > loss_disc_real_5: 0.267427921295166 (0.2122892802581191) | > loss_0: 2.5900931358337402 (2.377650886774063) | > loss_gen: 2.227726936340332 (2.400025174021721) | > loss_kl: 2.5913898944854736 (3.0145758390426636) | > loss_feat: 6.60557222366333 (6.572034657001495) | > loss_mel: 15.590140342712402 (18.178160786628723) | > loss_duration: 2.363564968109131 (2.357340767979622) | > loss_1: 29.378393173217773 (32.5221370458603)  --> STEP: 17 | > loss_disc: 2.5210390090942383 (2.3860854822046615) | > loss_disc_real_0: 0.19534698128700256 (0.1320991888642311) | > loss_disc_real_1: 0.23019836843013763 (0.21209918313166676) | > loss_disc_real_2: 0.3105933666229248 (0.22849153245196624) | > loss_disc_real_3: 0.29795971512794495 (0.25033728515400605) | > loss_disc_real_4: 0.24294793605804443 (0.20808222188669093) | > loss_disc_real_5: 0.2558685839176178 (0.21485276870867787) | > loss_0: 2.5210390090942383 (2.3860854822046615) | > loss_gen: 2.660738229751587 (2.4153612361234775) | > loss_kl: 2.1546273231506348 (2.963990632225485) | > loss_feat: 7.337291717529297 (6.617049778209013) | > loss_mel: 16.961618423461914 (18.10659947114832) | > loss_duration: 2.4025065898895264 (2.3599975810331455) | > loss_1: 31.516780853271484 (32.46299844629625)  --> STEP: 18 | > loss_disc: 2.2760262489318848 (2.379971080356174) | > loss_disc_real_0: 0.05404861643910408 (0.12776304595172405) | > loss_disc_real_1: 0.19192948937416077 (0.21097864458958307) | > loss_disc_real_2: 0.16993264853954315 (0.2252382611234983) | > loss_disc_real_3: 0.18082931637763977 (0.24647573133309683) | > loss_disc_real_4: 0.20349164307117462 (0.20782718973027337) | > loss_disc_real_5: 0.20455200970172882 (0.2142805043194029) | > loss_0: 2.2760262489318848 (2.379971080356174) | > loss_gen: 2.2120838165283203 (2.404068046145969) | > loss_kl: 2.948413372039795 (2.963125228881836) | > loss_feat: 8.505520820617676 (6.7219648361206055) | > loss_mel: 20.878293991088867 (18.26058250003391) | > loss_duration: 2.2529425621032715 (2.354050079981486) | > loss_1: 36.7972526550293 (32.70379034678142)  --> STEP: 19 | > loss_disc: 2.566896438598633 (2.389809257105777) | > loss_disc_real_0: 0.18904349207878113 (0.1309883325899902) | > loss_disc_real_1: 0.22431407868862152 (0.21168050954216405) | > loss_disc_real_2: 0.23290152847766876 (0.2256415909842441) | > loss_disc_real_3: 0.2677631974220276 (0.2475961242851458) | > loss_disc_real_4: 0.194953054189682 (0.2071496036491896) | > loss_disc_real_5: 0.24410678446292877 (0.21585030853748322) | > loss_0: 2.566896438598633 (2.389809257105777) | > loss_gen: 2.2614786624908447 (2.3965633417430676) | > loss_kl: 2.4146628379821777 (2.9342587872555383) | > loss_feat: 6.994700908660889 (6.736319366254304) | > loss_mel: 14.565470695495605 (18.066102931373997) | > loss_duration: 2.3170909881591797 (2.3521048646224174) | > loss_1: 28.553403854370117 (32.485348952443985)  --> STEP: 20 | > loss_disc: 2.4662203788757324 (2.393629813194275) | > loss_disc_real_0: 0.20247600972652435 (0.13456271644681692) | > loss_disc_real_1: 0.21571700274944305 (0.211882334202528) | > loss_disc_real_2: 0.26314985752105713 (0.22751700431108474) | > loss_disc_real_3: 0.28323444724082947 (0.24937804043293) | > loss_disc_real_4: 0.1798461675643921 (0.2057844318449497) | > loss_disc_real_5: 0.18631376326084137 (0.21437348127365113) | > loss_0: 2.4662203788757324 (2.393629813194275) | > loss_gen: 2.5817322731018066 (2.4058217883110045) | > loss_kl: 2.217694044113159 (2.8984305500984195) | > loss_feat: 5.1560959815979 (6.657308197021484) | > loss_mel: 18.282150268554688 (18.076905298233033) | > loss_duration: 2.2828598022460938 (2.348642611503601) | > loss_1: 30.520532608032227 (32.3871081352234)  --> STEP: 21 | > loss_disc: 2.4674019813537598 (2.397142773582822) | > loss_disc_real_0: 0.12387789785861969 (0.13405391556166468) | > loss_disc_real_1: 0.2215212732553482 (0.21234133130028135) | > loss_disc_real_2: 0.29318562150001526 (0.23064408132008143) | > loss_disc_real_3: 0.20422694087028503 (0.24722798807280405) | > loss_disc_real_4: 0.2261287271976471 (0.2067532078141258) | > loss_disc_real_5: 0.1764722615480423 (0.21256866128671736) | > loss_0: 2.4674019813537598 (2.397142773582822) | > loss_gen: 2.1142873764038086 (2.391939197267805) | > loss_kl: 2.625361919403076 (2.88542728197007) | > loss_feat: 5.305848121643066 (6.592952955336798) | > loss_mel: 14.728166580200195 (17.917441549755278) | > loss_duration: 2.1314151287078857 (2.338298445656186) | > loss_1: 26.90507698059082 (32.126059032621846)  --> STEP: 22 | > loss_disc: 2.27750563621521 (2.391704721884294) | > loss_disc_real_0: 0.12815704941749573 (0.13378587619147517) | > loss_disc_real_1: 0.16724200546741486 (0.21029136194424194) | > loss_disc_real_2: 0.19108551740646362 (0.22884596477855335) | > loss_disc_real_3: 0.23548637330532074 (0.24669427831064572) | > loss_disc_real_4: 0.22965985536575317 (0.20779441906647247) | > loss_disc_real_5: 0.2453833371400833 (0.21406023746187036) | > loss_0: 2.27750563621521 (2.391704721884294) | > loss_gen: 2.5651373863220215 (2.399811842224815) | > loss_kl: 2.164330244064331 (2.8526501438834453) | > loss_feat: 8.611257553100586 (6.68469407341697) | > loss_mel: 19.623281478881836 (17.99497972835194) | > loss_duration: 2.20597243309021 (2.332283626903187) | > loss_1: 35.16997528076172 (32.26441886208275)  --> STEP: 23 | > loss_disc: 2.496656894683838 (2.3962678598321) | > loss_disc_real_0: 0.22633758187294006 (0.13780986339501713) | > loss_disc_real_1: 0.29085254669189453 (0.21379402215066162) | > loss_disc_real_2: 0.2800428569316864 (0.23107191661129828) | > loss_disc_real_3: 0.30726149678230286 (0.24932763563550037) | > loss_disc_real_4: 0.19679491221904755 (0.20731617963832358) | > loss_disc_real_5: 0.1768835186958313 (0.21244385838508606) | > loss_0: 2.496656894683838 (2.3962678598321) | > loss_gen: 2.682626962661743 (2.4121081518090293) | > loss_kl: 2.599015712738037 (2.841622559920601) | > loss_feat: 6.217659950256348 (6.664388241975204) | > loss_mel: 16.001340866088867 (17.908299777818762) | > loss_duration: 2.294595241546631 (2.330645001452902) | > loss_1: 29.795238494873047 (32.1570631939432)  --> STEP: 24 | > loss_disc: 2.36032772064209 (2.3947703540325165) | > loss_disc_real_0: 0.10033956170082092 (0.1362486008244256) | > loss_disc_real_1: 0.1697968691587448 (0.2119608074426651) | > loss_disc_real_2: 0.2261476069688797 (0.23086673704286417) | > loss_disc_real_3: 0.2500568628311157 (0.24935802010198435) | > loss_disc_real_4: 0.21152237057685852 (0.20749143759409586) | > loss_disc_real_5: 0.18197111785411835 (0.2111741608629624) | > loss_0: 2.36032772064209 (2.3947703540325165) | > loss_gen: 2.563359498977661 (2.418410291274389) | > loss_kl: 2.7119200229644775 (2.8362182875474296) | > loss_feat: 8.431476593017578 (6.738016923268636) | > loss_mel: 18.657503128051758 (17.939516584078472) | > loss_duration: 2.385233163833618 (2.332919508218765) | > loss_1: 34.74949264526367 (32.26508108774822)  --> STEP: 25 | > loss_disc: 2.5180063247680664 (2.3996997928619384) | > loss_disc_real_0: 0.09671074151992798 (0.1346670864522457) | > loss_disc_real_1: 0.20338942110538483 (0.21161795198917388) | > loss_disc_real_2: 0.21817044913768768 (0.2303588855266571) | > loss_disc_real_3: 0.23441317677497864 (0.2487602263689041) | > loss_disc_real_4: 0.22012732923030853 (0.20799687325954438) | > loss_disc_real_5: 0.21299482882022858 (0.21124698758125304) | > loss_0: 2.5180063247680664 (2.3996997928619384) | > loss_gen: 2.0790116786956787 (2.4048343467712403) | > loss_kl: 2.830204486846924 (2.835977735519409) | > loss_feat: 6.768537521362305 (6.739237747192383) | > loss_mel: 16.392662048339844 (17.877642402648927) | > loss_duration: 2.3717777729034424 (2.3344738388061517) | > loss_1: 30.44219398498535 (32.192165603637704)  --> STEP: 26 | > loss_disc: 2.844395637512207 (2.416803479194641) | > loss_disc_real_0: 0.11733809113502502 (0.13400058663235262) | > loss_disc_real_1: 0.23806101083755493 (0.21263499271411163) | > loss_disc_real_2: 0.171579971909523 (0.22809815807984427) | > loss_disc_real_3: 0.2142142951488495 (0.24743153670659432) | > loss_disc_real_4: 0.20893269777297974 (0.20803286651006112) | > loss_disc_real_5: 0.2081826627254486 (0.21112912893295288) | > loss_0: 2.844395637512207 (2.416803479194641) | > loss_gen: 1.5139784812927246 (2.370570659637451) | > loss_kl: 2.414743661880493 (2.8197764249948354) | > loss_feat: 4.744603633880615 (6.6625210505265455) | > loss_mel: 9.744196891784668 (17.564817575307995) | > loss_duration: 2.3000874519348145 (2.3331512854649463) | > loss_1: 20.71761131286621 (31.750836592454185) --> EVAL PERFORMANCE | > avg_loader_time: 0.002464597041790302 (+1.1948438791128339e-05) | > avg_loss_disc: 2.416803479194641 (+0.06353444319504975) | > avg_loss_disc_real_0: 0.13400058663235262 (-0.01628485006781724) | > avg_loss_disc_real_1: 0.21263499271411163 (+0.025855616594736397) | > avg_loss_disc_real_2: 0.22809815807984427 (+0.01161696446629673) | > avg_loss_disc_real_3: 0.24743153670659432 (+0.025338562062153458) | > avg_loss_disc_real_4: 0.20803286651006112 (-0.03125917682280907) | > avg_loss_disc_real_5: 0.21112912893295288 (-0.01768239358296761) | > avg_loss_0: 2.416803479194641 (+0.06353444319504975) | > avg_loss_gen: 2.370570659637451 (-0.05179755504314709) | > avg_loss_kl: 2.8197764249948354 (+0.015277504920959473) | > avg_loss_feat: 6.6625210505265455 (-0.666166177162757) | > avg_loss_mel: 17.564817575307995 (-0.5627448742206234) | > avg_loss_duration: 2.3331512854649463 (+0.013872201626116798) | > avg_loss_1: 31.750836592454185 (-1.2515596243051306)  > EPOCH: 492/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:47:19)   --> TIME: 2024-06-11 12:47:25 -- STEP: 14/330 -- GLOBAL_STEP: 250375 | > loss_disc: 2.3263843059539795 (2.34834953716823) | > loss_disc_real_0: 0.1113942489027977 (0.10830557612436158) | > loss_disc_real_1: 0.19967815279960632 (0.199879489839077) | > loss_disc_real_2: 0.20021510124206543 (0.20658056225095475) | > loss_disc_real_3: 0.21151237189769745 (0.22272206949336187) | > loss_disc_real_4: 0.24500395357608795 (0.23026874767882483) | > loss_disc_real_5: 0.22816601395606995 (0.21703028678894043) | > loss_0: 2.3263843059539795 (2.34834953716823) | > grad_norm_0: tensor(9.7210, device='cuda:0') (tensor(11.8094, device='cuda:0')) | > loss_gen: 2.5706048011779785 (2.479982154709952) | > loss_kl: 1.7187128067016602 (1.828104385307857) | > loss_feat: 7.628992557525635 (6.863292455673218) | > loss_mel: 17.50061798095703 (17.940342903137207) | > loss_duration: 2.058661699295044 (2.113692964826311) | > loss_1: 31.477590560913086 (31.2254148210798) | > grad_norm_1: tensor(89.8819, device='cuda:0') (tensor(119.3568, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3517 (0.3620668479374477) | > loader_time: 0.0029 (0.00311192444392613)  --> TIME: 2024-06-11 12:47:35 -- STEP: 39/330 -- GLOBAL_STEP: 250400 | > loss_disc: 2.2823638916015625 (2.3242556009537134) | > loss_disc_real_0: 0.09783924371004105 (0.11148779934797531) | > loss_disc_real_1: 0.17064684629440308 (0.1962921699652305) | > loss_disc_real_2: 0.20123860239982605 (0.20681072045595217) | > loss_disc_real_3: 0.21928918361663818 (0.22603364709096077) | > loss_disc_real_4: 0.21133504807949066 (0.227526884048413) | > loss_disc_real_5: 0.2218223661184311 (0.21915887334407905) | > loss_0: 2.2823638916015625 (2.3242556009537134) | > grad_norm_0: tensor(15.4856, device='cuda:0') (tensor(9.2955, device='cuda:0')) | > loss_gen: 2.5536022186279297 (2.507974257835975) | > loss_kl: 1.8391941785812378 (1.869674028494419) | > loss_feat: 7.25346040725708 (7.118171581855187) | > loss_mel: 17.300132751464844 (17.9740968361879) | > loss_duration: 2.019683837890625 (2.0469530729147105) | > loss_1: 30.966073989868164 (31.516870107406223) | > grad_norm_1: tensor(105.7253, device='cuda:0') (tensor(91.6850, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3742 (0.36599277838682515) | > loader_time: 0.0031 (0.0032514180892553083)  --> TIME: 2024-06-11 12:47:44 -- STEP: 64/330 -- GLOBAL_STEP: 250425 | > loss_disc: 2.2741849422454834 (2.3435076996684074) | > loss_disc_real_0: 0.09989330172538757 (0.11193351319525391) | > loss_disc_real_1: 0.16991026699543 (0.19681827980093658) | > loss_disc_real_2: 0.18288388848304749 (0.21045002317987382) | > loss_disc_real_3: 0.22936202585697174 (0.22825733316130936) | > loss_disc_real_4: 0.19974026083946228 (0.22934899176470935) | > loss_disc_real_5: 0.19408869743347168 (0.21964393788948655) | > loss_0: 2.2741849422454834 (2.3435076996684074) | > grad_norm_0: tensor(7.0788, device='cuda:0') (tensor(8.9911, device='cuda:0')) | > loss_gen: 2.503330707550049 (2.4824871346354485) | > loss_kl: 1.8716009855270386 (1.8870486728847027) | > loss_feat: 7.732685565948486 (7.0516830906271935) | > loss_mel: 18.35350799560547 (17.93387752771377) | > loss_duration: 2.029679775238037 (2.026497196406126) | > loss_1: 32.49080276489258 (31.381593704223633) | > grad_norm_1: tensor(76.3761, device='cuda:0') (tensor(90.6409, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3679 (0.3685421198606491) | > loader_time: 0.004 (0.0034630708396434784)  --> TIME: 2024-06-11 12:47:54 -- STEP: 89/330 -- GLOBAL_STEP: 250450 | > loss_disc: 2.3629097938537598 (2.3473914500032915) | > loss_disc_real_0: 0.1335047483444214 (0.11312497256512052) | > loss_disc_real_1: 0.19001130759716034 (0.19773252224654295) | > loss_disc_real_2: 0.21834328770637512 (0.20964051247312782) | > loss_disc_real_3: 0.2567461431026459 (0.22929513236779844) | > loss_disc_real_4: 0.23276546597480774 (0.2303234822629543) | > loss_disc_real_5: 0.20390744507312775 (0.22098984493968193) | > loss_0: 2.3629097938537598 (2.3473914500032915) | > grad_norm_0: tensor(20.4919, device='cuda:0') (tensor(9.8585, device='cuda:0')) | > loss_gen: 2.4977567195892334 (2.4838051153032974) | > loss_kl: 1.9870284795761108 (1.9011539930707952) | > loss_feat: 6.509859085083008 (7.030083275912853) | > loss_mel: 17.79534149169922 (17.85782411125268) | > loss_duration: 2.024484634399414 (2.0182847722192814) | > loss_1: 30.814470291137695 (31.291151325354416) | > grad_norm_1: tensor(184.5611, device='cuda:0') (tensor(103.8193, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3708 (0.3700682527563545) | > loader_time: 0.0043 (0.0035824882850218356)  --> TIME: 2024-06-11 12:48:03 -- STEP: 114/330 -- GLOBAL_STEP: 250475 | > loss_disc: 2.315126419067383 (2.344520411993328) | > loss_disc_real_0: 0.10679760575294495 (0.11371427767893724) | > loss_disc_real_1: 0.21046781539916992 (0.19736832145013308) | > loss_disc_real_2: 0.22671166062355042 (0.20938554589162794) | > loss_disc_real_3: 0.23451317846775055 (0.2289374141316665) | > loss_disc_real_4: 0.21454831957817078 (0.22940392818367272) | > loss_disc_real_5: 0.23132456839084625 (0.22016567161731554) | > loss_0: 2.315126419067383 (2.344520411993328) | > grad_norm_0: tensor(9.4214, device='cuda:0') (tensor(10.1483, device='cuda:0')) | > loss_gen: 2.599505662918091 (2.485102226859645) | > loss_kl: 2.0692520141601562 (1.9160641473636293) | > loss_feat: 6.710726261138916 (7.052180800521583) | > loss_mel: 17.720998764038086 (17.830106818885127) | > loss_duration: 2.039870023727417 (2.0178001909925207) | > loss_1: 31.140352249145508 (31.301254205536424) | > grad_norm_1: tensor(207.5279, device='cuda:0') (tensor(114.9927, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3736 (0.37139125874167994) | > loader_time: 0.0044 (0.003665942894785028)  --> TIME: 2024-06-11 12:48:13 -- STEP: 139/330 -- GLOBAL_STEP: 250500 | > loss_disc: 2.4089863300323486 (2.347326693774985) | > loss_disc_real_0: 0.12599864602088928 (0.11447955019396844) | > loss_disc_real_1: 0.17955227196216583 (0.19733434132963634) | > loss_disc_real_2: 0.22001709043979645 (0.20952073339935687) | > loss_disc_real_3: 0.22189576923847198 (0.22882168563149816) | > loss_disc_real_4: 0.22424563765525818 (0.2296222014178475) | > loss_disc_real_5: 0.2016308754682541 (0.21978455621132748) | > loss_0: 2.4089863300323486 (2.347326693774985) | > grad_norm_0: tensor(33.6651, device='cuda:0') (tensor(11.6000, device='cuda:0')) | > loss_gen: 2.5351879596710205 (2.4811613954228466) | > loss_kl: 1.8354196548461914 (1.9134203229876732) | > loss_feat: 6.7706170082092285 (7.056663091234166) | > loss_mel: 17.15732765197754 (17.857590942931683) | > loss_duration: 2.069467067718506 (2.022198288560769) | > loss_1: 30.36802101135254 (31.331034118323018) | > grad_norm_1: tensor(82.6924, device='cuda:0') (tensor(127.4359, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3829 (0.3737721220194864) | > loader_time: 0.0038 (0.0037690924225951272) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_250500.pth  --> TIME: 2024-06-11 12:48:28 -- STEP: 164/330 -- GLOBAL_STEP: 250525 | > loss_disc: 2.4258365631103516 (2.3470704889878995) | > loss_disc_real_0: 0.08991305530071259 (0.11486006737118815) | > loss_disc_real_1: 0.240672767162323 (0.1974201724841828) | > loss_disc_real_2: 0.20933762192726135 (0.2098155027119125) | > loss_disc_real_3: 0.21459726989269257 (0.22880366926149623) | > loss_disc_real_4: 0.22016805410385132 (0.22971572745137098) | > loss_disc_real_5: 0.23923145234584808 (0.22066984725434605) | > loss_0: 2.4258365631103516 (2.3470704889878995) | > grad_norm_0: tensor(35.3396, device='cuda:0') (tensor(14.2457, device='cuda:0')) | > loss_gen: 2.4605133533477783 (2.4843976235971232) | > loss_kl: 2.1100878715515137 (1.920179470283229) | > loss_feat: 6.991011619567871 (7.048028440010257) | > loss_mel: 17.566162109375 (17.855991444936606) | > loss_duration: 2.1070146560668945 (2.025324567062097) | > loss_1: 31.234790802001953 (31.333921595317562) | > grad_norm_1: tensor(325.6076, device='cuda:0') (tensor(157.0265, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3991 (0.37780482303805474) | > loader_time: 0.0045 (0.0038940005186127455)  --> TIME: 2024-06-11 12:48:38 -- STEP: 189/330 -- GLOBAL_STEP: 250550 | > loss_disc: 2.340670347213745 (2.350764467602684) | > loss_disc_real_0: 0.09999167919158936 (0.11521145661987325) | > loss_disc_real_1: 0.2091471403837204 (0.19789089830148796) | > loss_disc_real_2: 0.19011536240577698 (0.20974719571688819) | > loss_disc_real_3: 0.21619252860546112 (0.2295285571346838) | > loss_disc_real_4: 0.23474761843681335 (0.229481914529094) | > loss_disc_real_5: 0.223338320851326 (0.2210428567317428) | > loss_0: 2.340670347213745 (2.350764467602684) | > grad_norm_0: tensor(8.2823, device='cuda:0') (tensor(16.6817, device='cuda:0')) | > loss_gen: 2.806551218032837 (2.484957208078377) | > loss_kl: 2.0939831733703613 (1.9225635137507524) | > loss_feat: 7.387024402618408 (7.038600593647629) | > loss_mel: 17.770851135253906 (17.82419488291261) | > loss_duration: 2.1048483848571777 (2.0325110412779286) | > loss_1: 32.16325759887695 (31.30282725985088) | > grad_norm_1: tensor(419.5888, device='cuda:0') (tensor(182.4949, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.405 (0.3803777127038865) | > loader_time: 0.0045 (0.00400206903931956)  --> TIME: 2024-06-11 12:48:48 -- STEP: 214/330 -- GLOBAL_STEP: 250575 | > loss_disc: 2.463775873184204 (2.3546710738511845) | > loss_disc_real_0: 0.09912614524364471 (0.11634073274157872) | > loss_disc_real_1: 0.17839820683002472 (0.19795363828122065) | > loss_disc_real_2: 0.23077654838562012 (0.21081991883638862) | > loss_disc_real_3: 0.2545761466026306 (0.2294547626766089) | > loss_disc_real_4: 0.24495933949947357 (0.22932753356817726) | > loss_disc_real_5: 0.22806678712368011 (0.22120079112665675) | > loss_0: 2.463775873184204 (2.3546710738511845) | > grad_norm_0: tensor(54.8836, device='cuda:0') (tensor(19.7372, device='cuda:0')) | > loss_gen: 2.354605197906494 (2.4859433775750297) | > loss_kl: 1.8728537559509277 (1.9270651763844713) | > loss_feat: 6.327270030975342 (7.040052561002357) | > loss_mel: 17.94817543029785 (17.796060169968648) | > loss_duration: 2.1315627098083496 (2.039706412876876) | > loss_1: 30.63446807861328 (31.288827735686972) | > grad_norm_1: tensor(341.6081, device='cuda:0') (tensor(206.8988, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.3896 (0.3817920417429131) | > loader_time: 0.0046 (0.004109260077788452)  --> TIME: 2024-06-11 12:48:59 -- STEP: 239/330 -- GLOBAL_STEP: 250600 | > loss_disc: 2.2147858142852783 (2.3526399375005744) | > loss_disc_real_0: 0.14619094133377075 (0.1172984513964613) | > loss_disc_real_1: 0.1992436796426773 (0.1981409831775283) | > loss_disc_real_2: 0.2237677127122879 (0.21133555047931032) | > loss_disc_real_3: 0.22777165472507477 (0.22924250358068793) | > loss_disc_real_4: 0.21999338269233704 (0.22835664681809717) | > loss_disc_real_5: 0.22194747626781464 (0.22115537480579758) | > loss_0: 2.2147858142852783 (2.3526399375005744) | > grad_norm_0: tensor(33.7733, device='cuda:0') (tensor(22.8831, device='cuda:0')) | > loss_gen: 2.8203892707824707 (2.497929281769439) | > loss_kl: 2.0473520755767822 (1.9312848296624348) | > loss_feat: 6.8690948486328125 (7.042954444885254) | > loss_mel: 17.018062591552734 (17.765469507193465) | > loss_duration: 2.0813512802124023 (2.047842361937006) | > loss_1: 30.83625030517578 (31.285480475325965) | > grad_norm_1: tensor(521.3315, device='cuda:0') (tensor(229.0268, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.4026 (0.3844961910567024) | > loader_time: 0.0053 (0.0042387950370501295)  --> TIME: 2024-06-11 12:49:10 -- STEP: 264/330 -- GLOBAL_STEP: 250625 | > loss_disc: 2.265963554382324 (2.354256448420611) | > loss_disc_real_0: 0.14165499806404114 (0.11789335958151655) | > loss_disc_real_1: 0.20638737082481384 (0.19828811491077603) | > loss_disc_real_2: 0.19598114490509033 (0.21104098500853236) | > loss_disc_real_3: 0.21315598487854004 (0.2292953652865959) | > loss_disc_real_4: 0.1922067254781723 (0.22828922240119992) | > loss_disc_real_5: 0.22129115462303162 (0.22147087622998338) | > loss_0: 2.265963554382324 (2.354256448420611) | > grad_norm_0: tensor(59.6666, device='cuda:0') (tensor(24.7940, device='cuda:0')) | > loss_gen: 2.454922914505005 (2.5003109646566) | > loss_kl: 2.017057180404663 (1.9365898686828036) | > loss_feat: 7.668640613555908 (7.065692110495134) | > loss_mel: 17.971511840820312 (17.735689416076198) | > loss_duration: 2.1796112060546875 (2.0551742396571404) | > loss_1: 32.291744232177734 (31.29345664833531) | > grad_norm_1: tensor(595.8914, device='cuda:0') (tensor(247.0150, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.4395 (0.38842486161174195) | > loader_time: 0.006 (0.004383610956596607)  --> TIME: 2024-06-11 12:49:21 -- STEP: 289/330 -- GLOBAL_STEP: 250650 | > loss_disc: 2.492466688156128 (2.3555983053359193) | > loss_disc_real_0: 0.16528165340423584 (0.11828901823674519) | > loss_disc_real_1: 0.26488837599754333 (0.19843474107836362) | > loss_disc_real_2: 0.2298223227262497 (0.2114907570673107) | > loss_disc_real_3: 0.19921036064624786 (0.22918801184962778) | > loss_disc_real_4: 0.24982605874538422 (0.22791899390080395) | > loss_disc_real_5: 0.20746640861034393 (0.22110486757590278) | > loss_0: 2.492466688156128 (2.3555983053359193) | > grad_norm_0: tensor(41.6841, device='cuda:0') (tensor(25.4655, device='cuda:0')) | > loss_gen: 2.290302276611328 (2.495633858710426) | > loss_kl: 2.007476806640625 (1.9420905546333551) | > loss_feat: 6.838817596435547 (7.067860284891096) | > loss_mel: 16.832286834716797 (17.688660532545466) | > loss_duration: 2.2075018882751465 (2.064463652541479) | > loss_1: 30.1763858795166 (31.258708894459023) | > grad_norm_1: tensor(157.5870, device='cuda:0') (tensor(256.2036, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.5895 (0.3943789393019098) | > loader_time: 0.0062 (0.004539592043338763)  --> TIME: 2024-06-11 12:49:34 -- STEP: 314/330 -- GLOBAL_STEP: 250675 | > loss_disc: 2.3235559463500977 (2.3589769837203285) | > loss_disc_real_0: 0.15550747513771057 (0.11925880733141854) | > loss_disc_real_1: 0.18911556899547577 (0.1986697458537522) | > loss_disc_real_2: 0.20449669659137726 (0.2116212918879879) | > loss_disc_real_3: 0.21043920516967773 (0.22936357059486354) | > loss_disc_real_4: 0.2262846827507019 (0.228553889758268) | > loss_disc_real_5: 0.20512552559375763 (0.2218140069466487) | > loss_0: 2.3235559463500977 (2.3589769837203285) | > grad_norm_0: tensor(6.8644, device='cuda:0') (tensor(24.8813, device='cuda:0')) | > loss_gen: 2.430896520614624 (2.4898715900008095) | > loss_kl: 1.9669016599655151 (1.9472253364362535) | > loss_feat: 7.007757663726807 (7.067972259157023) | > loss_mel: 16.763214111328125 (17.64154126234115) | > loss_duration: 2.2633614540100098 (2.077190157714162) | > loss_1: 30.432130813598633 (31.223800586287382) | > grad_norm_1: tensor(118.2379, device='cuda:0') (tensor(249.1368, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.5431 (0.40284429386163184) | > loader_time: 0.0075 (0.004738708969893734)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2916717529296875 (2.2916717529296875) | > loss_disc_real_0: 0.12221254408359528 (0.12221254408359528) | > loss_disc_real_1: 0.17656128108501434 (0.17656128108501434) | > loss_disc_real_2: 0.22528760135173798 (0.22528760135173798) | > loss_disc_real_3: 0.2356889396905899 (0.2356889396905899) | > loss_disc_real_4: 0.23132804036140442 (0.23132804036140442) | > loss_disc_real_5: 0.1975049376487732 (0.1975049376487732) | > loss_0: 2.2916717529296875 (2.2916717529296875) | > loss_gen: 2.33394193649292 (2.33394193649292) | > loss_kl: 2.7227814197540283 (2.7227814197540283) | > loss_feat: 6.1115593910217285 (6.1115593910217285) | > loss_mel: 14.444541931152344 (14.444541931152344) | > loss_duration: 2.955716133117676 (2.955716133117676) | > loss_1: 28.56854248046875 (28.56854248046875)  --> STEP: 1 | > loss_disc: 2.2973058223724365 (2.2973058223724365) | > loss_disc_real_0: 0.09856491535902023 (0.09856491535902023) | > loss_disc_real_1: 0.16144707798957825 (0.16144707798957825) | > loss_disc_real_2: 0.17786192893981934 (0.17786192893981934) | > loss_disc_real_3: 0.22528237104415894 (0.22528237104415894) | > loss_disc_real_4: 0.28811028599739075 (0.28811028599739075) | > loss_disc_real_5: 0.2166106402873993 (0.2166106402873993) | > loss_0: 2.2973058223724365 (2.2973058223724365) | > loss_gen: 2.2467041015625 (2.2467041015625) | > loss_kl: 2.665076732635498 (2.665076732635498) | > loss_feat: 4.616659164428711 (4.616659164428711) | > loss_mel: 17.396135330200195 (17.396135330200195) | > loss_duration: 2.4775338172912598 (2.4775338172912598) | > loss_1: 29.402109146118164 (29.402109146118164)  --> STEP: 2 | > loss_disc: 2.216318130493164 (2.2568119764328003) | > loss_disc_real_0: 0.05277792736887932 (0.07567142136394978) | > loss_disc_real_1: 0.12301558256149292 (0.14223133027553558) | > loss_disc_real_2: 0.24200783669948578 (0.20993488281965256) | > loss_disc_real_3: 0.22522805631160736 (0.22525521367788315) | > loss_disc_real_4: 0.2891637980937958 (0.28863704204559326) | > loss_disc_real_5: 0.22235889732837677 (0.21948476880788803) | > loss_0: 2.216318130493164 (2.2568119764328003) | > loss_gen: 2.3265697956085205 (2.2866369485855103) | > loss_kl: 2.9058401584625244 (2.7854584455490112) | > loss_feat: 5.784902572631836 (5.200780868530273) | > loss_mel: 18.236299514770508 (17.81621742248535) | > loss_duration: 2.5919554233551025 (2.534744620323181) | > loss_1: 31.84556770324707 (30.623838424682617)  --> STEP: 3 | > loss_disc: 2.3797268867492676 (2.297783613204956) | > loss_disc_real_0: 0.05160011723637581 (0.06764765332142512) | > loss_disc_real_1: 0.14368586242198944 (0.14271617432435355) | > loss_disc_real_2: 0.1655183732509613 (0.1951293796300888) | > loss_disc_real_3: 0.23264411091804504 (0.2277181794246038) | > loss_disc_real_4: 0.2943923771381378 (0.29055548707644147) | > loss_disc_real_5: 0.24428623914718628 (0.2277519255876541) | > loss_0: 2.3797268867492676 (2.297783613204956) | > loss_gen: 2.1328415870666504 (2.2353718280792236) | > loss_kl: 2.539877414703369 (2.7035981019337973) | > loss_feat: 6.8010406494140625 (5.734200795491536) | > loss_mel: 18.06942367553711 (17.900619506835938) | > loss_duration: 2.29154896736145 (2.453679402669271) | > loss_1: 31.834732055664062 (31.027469635009766)  --> STEP: 4 | > loss_disc: 2.214554786682129 (2.2769764065742493) | > loss_disc_real_0: 0.13374672830104828 (0.08417242206633091) | > loss_disc_real_1: 0.21768279373645782 (0.1614578291773796) | > loss_disc_real_2: 0.12725548446178436 (0.1781609058380127) | > loss_disc_real_3: 0.21473965048789978 (0.22447354719042778) | > loss_disc_real_4: 0.1810988187789917 (0.263191320002079) | > loss_disc_real_5: 0.21284520626068115 (0.22402524575591087) | > loss_0: 2.214554786682129 (2.2769764065742493) | > loss_gen: 2.2633230686187744 (2.2423596382141113) | > loss_kl: 2.843034505844116 (2.738457202911377) | > loss_feat: 6.797492504119873 (6.000023722648621) | > loss_mel: 18.303319931030273 (18.00129461288452) | > loss_duration: 2.277301549911499 (2.409584939479828) | > loss_1: 32.48447036743164 (31.391719818115234)  --> STEP: 5 | > loss_disc: 2.1902577877044678 (2.259632682800293) | > loss_disc_real_0: 0.05509573221206665 (0.07835708409547806) | > loss_disc_real_1: 0.18224747478961945 (0.16561575829982758) | > loss_disc_real_2: 0.26220983266830444 (0.19497069120407104) | > loss_disc_real_3: 0.21682831645011902 (0.22294450104236602) | > loss_disc_real_4: 0.204862579703331 (0.2515255719423294) | > loss_disc_real_5: 0.20847630500793457 (0.22091545760631562) | > loss_0: 2.1902577877044678 (2.259632682800293) | > loss_gen: 2.3525562286376953 (2.264398956298828) | > loss_kl: 2.7367568016052246 (2.7381171226501464) | > loss_feat: 7.136421203613281 (6.227303218841553) | > loss_mel: 19.99239158630371 (18.39951400756836) | > loss_duration: 2.38187837600708 (2.4040436267852785) | > loss_1: 34.60000228881836 (32.03337631225586)  --> STEP: 6 | > loss_disc: 2.4515323638916016 (2.2916159629821777) | > loss_disc_real_0: 0.11209040880203247 (0.0839793048799038) | > loss_disc_real_1: 0.12015384435653687 (0.15803877264261246) | > loss_disc_real_2: 0.18132446706295013 (0.19269632051388422) | > loss_disc_real_3: 0.20842871069908142 (0.2205252026518186) | > loss_disc_real_4: 0.19981814920902252 (0.24290766815344492) | > loss_disc_real_5: 0.25407174229621887 (0.2264415050546328) | > loss_0: 2.4515323638916016 (2.2916159629821777) | > loss_gen: 2.1816868782043457 (2.2506136099497476) | > loss_kl: 2.1418087482452393 (2.638732393582662) | > loss_feat: 6.296543121337891 (6.238843202590942) | > loss_mel: 18.90285301208496 (18.48340384165446) | > loss_duration: 2.1508851051330566 (2.3618505398432412) | > loss_1: 31.673776626586914 (31.973443031311035)  --> STEP: 7 | > loss_disc: 2.3513543605804443 (2.3001500197819302) | > loss_disc_real_0: 0.10916656255722046 (0.08757748454809189) | > loss_disc_real_1: 0.1504516303539276 (0.15695489517280034) | > loss_disc_real_2: 0.23008811473846436 (0.19803800540310995) | > loss_disc_real_3: 0.20676949620246887 (0.21856010173048293) | > loss_disc_real_4: 0.212539941072464 (0.2385694214275905) | > loss_disc_real_5: 0.1883573979139328 (0.2210009183202471) | > loss_0: 2.3513543605804443 (2.3001500197819302) | > loss_gen: 2.286386489868164 (2.2557240213666643) | > loss_kl: 3.868187189102173 (2.814368792942592) | > loss_feat: 7.3374223709106445 (6.395783083779471) | > loss_mel: 18.3450870513916 (18.46364430018834) | > loss_duration: 2.5165770053863525 (2.3839543206351146) | > loss_1: 34.353660583496094 (32.31347411019461)  --> STEP: 8 | > loss_disc: 2.2991466522216797 (2.300024598836899) | > loss_disc_real_0: 0.15481561422348022 (0.09598225075751543) | > loss_disc_real_1: 0.09558339416980743 (0.14928345754742622) | > loss_disc_real_2: 0.19015777111053467 (0.19705297611653805) | > loss_disc_real_3: 0.22701850533485413 (0.21961740218102932) | > loss_disc_real_4: 0.25994426012039185 (0.24124127626419067) | > loss_disc_real_5: 0.21687057614326477 (0.2204846255481243) | > loss_0: 2.2991466522216797 (2.300024598836899) | > loss_gen: 2.2790868282318115 (2.2586443722248077) | > loss_kl: 2.3237552642822266 (2.7530421018600464) | > loss_feat: 9.881561279296875 (6.831505358219147) | > loss_mel: 18.926013946533203 (18.521440505981445) | > loss_duration: 2.223931312561035 (2.3639514446258545) | > loss_1: 35.63434600830078 (32.728583097457886)  --> STEP: 9 | > loss_disc: 2.542484998703003 (2.326964643266466) | > loss_disc_real_0: 0.09645779430866241 (0.09603508892986509) | > loss_disc_real_1: 0.12311948835849762 (0.1463763498597675) | > loss_disc_real_2: 0.2455419898033142 (0.2024406443039576) | > loss_disc_real_3: 0.20440420508384705 (0.21792704694800907) | > loss_disc_real_4: 0.24441401660442352 (0.24159380296866098) | > loss_disc_real_5: 0.21587839722633362 (0.21997282240125868) | > loss_0: 2.542484998703003 (2.326964643266466) | > loss_gen: 1.9844534397125244 (2.228178713056776) | > loss_kl: 2.5368545055389404 (2.729021257824368) | > loss_feat: 7.217488765716553 (6.874392403496636) | > loss_mel: 18.444868087768555 (18.512932459513348) | > loss_duration: 2.1465072631835938 (2.3397909800211587) | > loss_1: 32.330169677734375 (32.68431493971083)  --> STEP: 10 | > loss_disc: 2.3614752292633057 (2.33041570186615) | > loss_disc_real_0: 0.10405924916267395 (0.09683750495314598) | > loss_disc_real_1: 0.14423726499080658 (0.1461624413728714) | > loss_disc_real_2: 0.25063949823379517 (0.20726052969694136) | > loss_disc_real_3: 0.23303252458572388 (0.21943759471178054) | > loss_disc_real_4: 0.23916971683502197 (0.2413513943552971) | > loss_disc_real_5: 0.24729672074317932 (0.22270521223545076) | > loss_0: 2.3614752292633057 (2.33041570186615) | > loss_gen: 2.4027702808380127 (2.2456378698349) | > loss_kl: 2.3759210109710693 (2.6937112331390383) | > loss_feat: 8.406610488891602 (7.0276142120361325) | > loss_mel: 17.687883377075195 (18.43042755126953) | > loss_duration: 2.3788845539093018 (2.343700337409973) | > loss_1: 33.252071380615234 (32.74109058380127)  --> STEP: 11 | > loss_disc: 2.4790220260620117 (2.343925367702137) | > loss_disc_real_0: 0.13423046469688416 (0.10023686492984946) | > loss_disc_real_1: 0.15925338864326477 (0.1473525274883617) | > loss_disc_real_2: 0.2211219221353531 (0.20852065628225153) | > loss_disc_real_3: 0.17328019440174103 (0.21524146741086786) | > loss_disc_real_4: 0.26967287063598633 (0.24392607401717792) | > loss_disc_real_5: 0.2672300636768341 (0.22675292600284924) | > loss_0: 2.4790220260620117 (2.343925367702137) | > loss_gen: 2.077148914337158 (2.230320692062378) | > loss_kl: 3.2865400314331055 (2.7476047602566807) | > loss_feat: 6.440113544464111 (6.974205060438677) | > loss_mel: 17.68355941772461 (18.362530448219992) | > loss_duration: 2.4884510040283203 (2.356859488920732) | > loss_1: 31.975812911987305 (32.67151988636363)  --> STEP: 12 | > loss_disc: 2.4816172122955322 (2.3553996880849204) | > loss_disc_real_0: 0.11881604790687561 (0.10178513017793496) | > loss_disc_real_1: 0.16427089273929596 (0.1487623912592729) | > loss_disc_real_2: 0.2360021322965622 (0.21081077928344408) | > loss_disc_real_3: 0.24647361040115356 (0.21784414599339166) | > loss_disc_real_4: 0.3003569543361664 (0.24862864737709364) | > loss_disc_real_5: 0.284550279378891 (0.23156937211751938) | > loss_0: 2.4816172122955322 (2.3553996880849204) | > loss_gen: 2.267310619354248 (2.233403186003367) | > loss_kl: 2.656409740447998 (2.7400051752726235) | > loss_feat: 5.977168083190918 (6.89111864566803) | > loss_mel: 16.9708194732666 (18.246554533640545) | > loss_duration: 2.2890021800994873 (2.3512047131856284) | > loss_1: 30.160709381103516 (32.46228567759196)  --> STEP: 13 | > loss_disc: 2.422452926635742 (2.3605576295119066) | > loss_disc_real_0: 0.09228216111660004 (0.10105413255783227) | > loss_disc_real_1: 0.17704717814922333 (0.15093814409696138) | > loss_disc_real_2: 0.23913535475730896 (0.2129895927814337) | > loss_disc_real_3: 0.2084803730249405 (0.21712385576504928) | > loss_disc_real_4: 0.23101015388965607 (0.24727337864729074) | > loss_disc_real_5: 0.2329535037279129 (0.23167584377985734) | > loss_0: 2.422452926635742 (2.3605576295119066) | > loss_gen: 2.1178486347198486 (2.2245143743661733) | > loss_kl: 3.088374137878418 (2.7668027877807617) | > loss_feat: 7.628457546234131 (6.947837022634653) | > loss_mel: 17.765817642211914 (18.209574772761417) | > loss_duration: 2.22908091545105 (2.341810574898353) | > loss_1: 32.8295783996582 (32.49053896390475)  --> STEP: 14 | > loss_disc: 2.3353147506713867 (2.3587545667375838) | > loss_disc_real_0: 0.16987991333007812 (0.10597025975584984) | > loss_disc_real_1: 0.10276759415864944 (0.1474973905299391) | > loss_disc_real_2: 0.13349862396717072 (0.20731166643755777) | > loss_disc_real_3: 0.18682293593883514 (0.21495950434889113) | > loss_disc_real_4: 0.243881493806839 (0.24703110115868704) | > loss_disc_real_5: 0.12286340445280075 (0.22390352668506758) | > loss_0: 2.3353147506713867 (2.3587545667375838) | > loss_gen: 2.113722562789917 (2.216600673539298) | > loss_kl: 2.8449742794036865 (2.772386465753828) | > loss_feat: 7.627652168273926 (6.996395247323172) | > loss_mel: 19.93881607055664 (18.33309200831822) | > loss_duration: 2.341918706893921 (2.341818298612322) | > loss_1: 34.86708450317383 (32.660292216709685)  --> STEP: 15 | > loss_disc: 2.249997615814209 (2.351504103342692) | > loss_disc_real_0: 0.13961876928806305 (0.10821349372466406) | > loss_disc_real_1: 0.14849649369716644 (0.14756399740775425) | > loss_disc_real_2: 0.19772954285144806 (0.20667285819848377) | > loss_disc_real_3: 0.2024039626121521 (0.21412246823310851) | > loss_disc_real_4: 0.21093900501728058 (0.24462496141592663) | > loss_disc_real_5: 0.2636859714984894 (0.22655568967262904) | > loss_0: 2.249997615814209 (2.351504103342692) | > loss_gen: 2.654012441635132 (2.2457614580790204) | > loss_kl: 3.1496801376342773 (2.7975393772125243) | > loss_feat: 9.762846946716309 (7.180825360616049) | > loss_mel: 19.372861862182617 (18.402409998575845) | > loss_duration: 2.3350472450256348 (2.3413668950398763) | > loss_1: 37.27444839477539 (32.96790262858073)  --> STEP: 16 | > loss_disc: 2.366032838821411 (2.352412149310112) | > loss_disc_real_0: 0.1552269011735916 (0.11115183169022202) | > loss_disc_real_1: 0.16045477986335754 (0.14836967131122947) | > loss_disc_real_2: 0.2011185884475708 (0.20632571633905172) | > loss_disc_real_3: 0.16544272005558014 (0.211079983972013) | > loss_disc_real_4: 0.2602708339691162 (0.24560282845050097) | > loss_disc_real_5: 0.21003979444503784 (0.2255234462209046) | > loss_0: 2.366032838821411 (2.352412149310112) | > loss_gen: 2.178642511367798 (2.241566523909569) | > loss_kl: 2.6407742500305176 (2.787741556763649) | > loss_feat: 6.154536247253418 (7.116682291030884) | > loss_mel: 14.633570671081543 (18.166857540607452) | > loss_duration: 2.383913516998291 (2.344026058912277) | > loss_1: 27.991437911987305 (32.65687358379364)  --> STEP: 17 | > loss_disc: 2.502167224884033 (2.3612212714026954) | > loss_disc_real_0: 0.09676127135753632 (0.11030532814124051) | > loss_disc_real_1: 0.192699134349823 (0.15097728678408792) | > loss_disc_real_2: 0.2587878108024597 (0.20941172189572277) | > loss_disc_real_3: 0.2595188319683075 (0.21392932797179504) | > loss_disc_real_4: 0.27337077260017395 (0.2472362369298935) | > loss_disc_real_5: 0.2357035130262375 (0.2261222736800418) | > loss_0: 2.502167224884033 (2.3612212714026954) | > loss_gen: 2.1552014350891113 (2.236486224567189) | > loss_kl: 2.3786795139312744 (2.7636790836558625) | > loss_feat: 5.513835906982422 (7.022397209616268) | > loss_mel: 16.023420333862305 (18.040772999034207) | > loss_duration: 2.3910348415374756 (2.346791281419642) | > loss_1: 28.46217155456543 (32.41012640560375)  --> STEP: 18 | > loss_disc: 2.0180044174194336 (2.3421536684036255) | > loss_disc_real_0: 0.04136515408754349 (0.10647531847159068) | > loss_disc_real_1: 0.12707987427711487 (0.14964965275592274) | > loss_disc_real_2: 0.1154722198843956 (0.20419286067287126) | > loss_disc_real_3: 0.10975703597068787 (0.20814197841617796) | > loss_disc_real_4: 0.1641061156988144 (0.2426178968615002) | > loss_disc_real_5: 0.135878786444664 (0.22110874661140972) | > loss_0: 2.0180044174194336 (2.3421536684036255) | > loss_gen: 2.0754120349884033 (2.227537658479479) | > loss_kl: 2.521881580352783 (2.7502458890279136) | > loss_feat: 8.484230041503906 (7.103610144721137) | > loss_mel: 19.57339859008789 (18.125918865203857) | > loss_duration: 2.2177112102508545 (2.339620166354709) | > loss_1: 34.87263488769531 (32.54693243238661)  --> STEP: 19 | > loss_disc: 2.539079427719116 (2.352518182051809) | > loss_disc_real_0: 0.12410759925842285 (0.10740333324984501) | > loss_disc_real_1: 0.15373560786247253 (0.14986470302468852) | > loss_disc_real_2: 0.21519732475280762 (0.20477204299286791) | > loss_disc_real_3: 0.25391727685928345 (0.2105512046500256) | > loss_disc_real_4: 0.2543014883995056 (0.24323282273192154) | > loss_disc_real_5: 0.27560195326805115 (0.223976810119654) | > loss_0: 2.539079427719116 (2.352518182051809) | > loss_gen: 2.150763750076294 (2.2234969264582585) | > loss_kl: 1.5199912786483765 (2.6854956463763586) | > loss_feat: 7.917524337768555 (7.146447733828896) | > loss_mel: 17.997352600097656 (18.119152219671953) | > loss_duration: 2.329303026199341 (2.3390771589781107) | > loss_1: 31.914936065673828 (32.51366946571752)  --> STEP: 20 | > loss_disc: 2.344506025314331 (2.3521175742149354) | > loss_disc_real_0: 0.13572905957698822 (0.10881961956620216) | > loss_disc_real_1: 0.10303301364183426 (0.1475231185555458) | > loss_disc_real_2: 0.21010668575763702 (0.20503877513110638) | > loss_disc_real_3: 0.20253035426139832 (0.21015016213059426) | > loss_disc_real_4: 0.23518699407577515 (0.24283053129911422) | > loss_disc_real_5: 0.20849677920341492 (0.22320280857384206) | > loss_0: 2.344506025314331 (2.3521175742149354) | > loss_gen: 2.0956544876098633 (2.217104804515839) | > loss_kl: 2.0766713619232178 (2.6550544321537015) | > loss_feat: 6.539402961730957 (7.116095495223999) | > loss_mel: 20.430824279785156 (18.234735822677614) | > loss_duration: 2.313999652862549 (2.337823283672333) | > loss_1: 33.45655059814453 (32.560813522338876)  --> STEP: 21 | > loss_disc: 2.49000883102417 (2.3586838245391846) | > loss_disc_real_0: 0.0763009637594223 (0.10727111214683169) | > loss_disc_real_1: 0.24491749703884125 (0.1521609461023694) | > loss_disc_real_2: 0.26963481307029724 (0.2081147769377345) | > loss_disc_real_3: 0.1699083000421524 (0.2082338829835256) | > loss_disc_real_4: 0.2088974267244339 (0.2412146691765104) | > loss_disc_real_5: 0.21781912446022034 (0.2229464426636696) | > loss_0: 2.49000883102417 (2.3586838245391846) | > loss_gen: 1.9917757511138916 (2.206374849591936) | > loss_kl: 2.716867685317993 (2.65799792039962) | > loss_feat: 4.106806755065918 (6.972796031406948) | > loss_mel: 16.016868591308594 (18.129123097374325) | > loss_duration: 2.1181764602661133 (2.3273639111291793) | > loss_1: 26.95049285888672 (32.29365539550783)  --> STEP: 22 | > loss_disc: 2.268488883972168 (2.354584054513411) | > loss_disc_real_0: 0.09919359534978867 (0.10690395229242065) | > loss_disc_real_1: 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loss_disc_real_4: 0.2286222130060196 (0.2414700738761736) | > loss_disc_real_5: 0.2259090691804886 (0.22319466037594754) | > loss_0: 2.4613726139068604 (2.3592270353566045) | > loss_gen: 2.0195302963256836 (2.205315123433652) | > loss_kl: 2.220679998397827 (2.6156451339307036) | > loss_feat: 6.6581339836120605 (6.977611894192903) | > loss_mel: 17.166887283325195 (18.122739335765008) | > loss_duration: 2.2677958011627197 (2.3187945407369863) | > loss_1: 30.333026885986328 (32.240105504575)  --> STEP: 24 | > loss_disc: 2.2865982055664062 (2.3562008341153464) | > loss_disc_real_0: 0.06547172367572784 (0.10422782382617395) | > loss_disc_real_1: 0.20534101128578186 (0.15603972723086676) | > loss_disc_real_2: 0.15862102806568146 (0.20558316664149365) | > loss_disc_real_3: 0.1929258555173874 (0.20648684104283652) | > loss_disc_real_4: 0.16215534508228302 (0.23816529350976148) | > loss_disc_real_5: 0.17176267504692078 (0.22105166098723808) | > loss_0: 2.2865982055664062 (2.3562008341153464) | > loss_gen: 2.1560208797454834 (2.2032611966133113) | > loss_kl: 2.2324578762054443 (2.599678998192151) | > loss_feat: 8.588990211486816 (7.044752657413483) | > loss_mel: 19.721220016479492 (18.189342697461445) | > loss_duration: 2.3934097290039062 (2.3219035069147744) | > loss_1: 35.092098236083984 (32.35893853505454)  --> STEP: 25 | > loss_disc: 2.4450795650482178 (2.3597559833526613) | > loss_disc_real_0: 0.1602354496717453 (0.10646812885999679) | > loss_disc_real_1: 0.18239867687225342 (0.1570940852165222) | > loss_disc_real_2: 0.23146499693393707 (0.20661843985319137) | > loss_disc_real_3: 0.23787210881710052 (0.20774225175380706) | > loss_disc_real_4: 0.22075854241847992 (0.23746902346611024) | > loss_disc_real_5: 0.23979517817497253 (0.22180140167474746) | > loss_0: 2.4450795650482178 (2.3597559833526613) | > loss_gen: 2.1872024536132812 (2.20261884689331) | > loss_kl: 2.3846001625061035 (2.5910758447647093) | > loss_feat: 7.906402111053467 (7.079218635559082) | > loss_mel: 17.853984832763672 (18.175928382873536) | > loss_duration: 2.337894916534424 (2.3225431632995606) | > loss_1: 32.67008590698242 (32.37138442993166)  --> STEP: 26 | > loss_disc: 2.5927319526672363 (2.3687165975570683) | > loss_disc_real_0: 0.19349953532218933 (0.1098154906470042) | > loss_disc_real_1: 0.14227324724197388 (0.1565240529867319) | > loss_disc_real_2: 0.20463348925113678 (0.2065420955992662) | > loss_disc_real_3: 0.16065610945224762 (0.20593124628067017) | > loss_disc_real_4: 0.274213582277298 (0.238882275728079) | > loss_disc_real_5: 0.20199231803417206 (0.22103951384241766) | > loss_0: 2.5927319526672363 (2.3687165975570683) | > loss_gen: 2.043576240539551 (2.1965018235720115) | > loss_kl: 2.5537805557250977 (2.589641410570878) | > loss_feat: 7.621854305267334 (7.100089238240169) | > loss_mel: 19.76906967163086 (18.23720304782574) | > loss_duration: 2.2900149822235107 (2.32129207941202) | > loss_1: 34.278297424316406 (32.444727237407996) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024430109904362606 (-2.1586051354041333e-05) | > avg_loss_disc: 2.3687165975570683 (-0.0480868816375728) | > avg_loss_disc_real_0: 0.1098154906470042 (-0.024185095985348418) | > avg_loss_disc_real_1: 0.1565240529867319 (-0.05611093972737974) | > avg_loss_disc_real_2: 0.2065420955992662 (-0.021556062480578064) | > avg_loss_disc_real_3: 0.20593124628067017 (-0.04150029042592415) | > avg_loss_disc_real_4: 0.238882275728079 (+0.030849409218017876) | > avg_loss_disc_real_5: 0.22103951384241766 (+0.009910384909464776) | > avg_loss_0: 2.3687165975570683 (-0.0480868816375728) | > avg_loss_gen: 2.1965018235720115 (-0.17406883606543966) | > avg_loss_kl: 2.589641410570878 (-0.23013501442395734) | > avg_loss_feat: 7.100089238240169 (+0.43756818771362305) | > avg_loss_mel: 18.23720304782574 (+0.672385472517746) | > avg_loss_duration: 2.32129207941202 (-0.011859206052926119) | > avg_loss_1: 32.444727237407996 (+0.6938906449538109)  > EPOCH: 493/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:50:04)   --> TIME: 2024-06-11 12:50:08 -- STEP: 9/330 -- GLOBAL_STEP: 250700 | > loss_disc: 2.3447375297546387 (2.31496352619595) | > loss_disc_real_0: 0.11375956237316132 (0.09979978534910414) | > loss_disc_real_1: 0.22657427191734314 (0.20147360033459133) | > loss_disc_real_2: 0.21333622932434082 (0.20723174015680948) | > loss_disc_real_3: 0.22982701659202576 (0.22506771153873867) | > loss_disc_real_4: 0.20138601958751678 (0.2336459457874298) | > loss_disc_real_5: 0.21100495755672455 (0.22515948944621617) | > loss_0: 2.3447375297546387 (2.31496352619595) | > grad_norm_0: tensor(9.8431, device='cuda:0') (tensor(6.7476, device='cuda:0')) | > loss_gen: 2.4901044368743896 (2.547834290398492) | > loss_kl: 1.8974435329437256 (1.8929359118143718) | > loss_feat: 6.487789154052734 (7.022695488399929) | > loss_mel: 18.5385684967041 (18.708772659301758) | > loss_duration: 2.064434766769409 (2.155783520804511) | > loss_1: 31.47834014892578 (32.328022215101456) | > grad_norm_1: tensor(84.7307, device='cuda:0') (tensor(75.6763, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3416 (0.36545536253187394) | > loader_time: 0.0029 (0.003167443805270725)  --> TIME: 2024-06-11 12:50:18 -- STEP: 34/330 -- GLOBAL_STEP: 250725 | > loss_disc: 2.438845634460449 (2.3324047747780297) | > loss_disc_real_0: 0.11278538405895233 (0.10916311447234715) | > loss_disc_real_1: 0.18285153806209564 (0.19927014322841868) | > loss_disc_real_2: 0.17590545117855072 (0.2088140902273795) | > loss_disc_real_3: 0.24065007269382477 (0.22384146118865295) | > loss_disc_real_4: 0.263177752494812 (0.22971346316968694) | > loss_disc_real_5: 0.23244546353816986 (0.22070421629092274) | > loss_0: 2.438845634460449 (2.3324047747780297) | > grad_norm_0: tensor(4.7223, device='cuda:0') (tensor(8.0760, device='cuda:0')) | > loss_gen: 2.4566290378570557 (2.5185135813320385) | > loss_kl: 1.7851296663284302 (1.8823909829644596) | > loss_feat: 7.343713283538818 (7.125329915214987) | > loss_mel: 18.36623191833496 (18.238316760343665) | > loss_duration: 2.051234722137451 (2.0495035192545727) | > loss_1: 32.00293731689453 (31.81405454523423) | > grad_norm_1: tensor(97.0058, device='cuda:0') (tensor(88.6096, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3647 (0.3617544033948113) | > loader_time: 0.0033 (0.0033552015528959386)  --> TIME: 2024-06-11 12:50:27 -- STEP: 59/330 -- GLOBAL_STEP: 250750 | > loss_disc: 2.380816698074341 (2.363884626808813) | > loss_disc_real_0: 0.14640849828720093 (0.11654256258980702) | > loss_disc_real_1: 0.22211667895317078 (0.2013144907304796) | > loss_disc_real_2: 0.2468111515045166 (0.21239840529732784) | > loss_disc_real_3: 0.2135424017906189 (0.22689053769839013) | > loss_disc_real_4: 0.22939664125442505 (0.23109394362417318) | > loss_disc_real_5: 0.23352625966072083 (0.22294769751823554) | > loss_0: 2.380816698074341 (2.363884626808813) | > grad_norm_0: tensor(13.8264, device='cuda:0') (tensor(9.5930, device='cuda:0')) | > loss_gen: 2.4496493339538574 (2.4886817447209753) | > loss_kl: 1.871512532234192 (1.8980545573315377) | > loss_feat: 6.74095344543457 (7.001432903742386) | > loss_mel: 16.850170135498047 (18.135978084499552) | > loss_duration: 1.9825117588043213 (2.0244566404213336) | > loss_1: 29.89479637145996 (31.548603866059903) | > grad_norm_1: tensor(310.5215, device='cuda:0') (tensor(110.2052, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3758 (0.36283456268957104) | > loader_time: 0.0034 (0.0034300957695912507)  --> TIME: 2024-06-11 12:50:36 -- STEP: 84/330 -- GLOBAL_STEP: 250775 | > loss_disc: 2.407893657684326 (2.3534683358101613) | > loss_disc_real_0: 0.14562910795211792 (0.11571002654021695) | > loss_disc_real_1: 0.18635952472686768 (0.19877106980198905) | > loss_disc_real_2: 0.20493081212043762 (0.21218907762141453) | > loss_disc_real_3: 0.2160099595785141 (0.22625312812271572) | > loss_disc_real_4: 0.21802332997322083 (0.23059435330686115) | > loss_disc_real_5: 0.2166927605867386 (0.22234034059303148) | > loss_0: 2.407893657684326 (2.3534683358101613) | > grad_norm_0: tensor(33.2290, device='cuda:0') (tensor(11.7975, device='cuda:0')) | > loss_gen: 2.3780176639556885 (2.486639221509297) | > loss_kl: 1.915704369544983 (1.9227073192596436) | > loss_feat: 6.219788551330566 (7.046859911509922) | > loss_mel: 17.311195373535156 (18.053431851523275) | > loss_duration: 2.0888333320617676 (2.0166803924810304) | > loss_1: 29.91353988647461 (31.526318709055584) | > grad_norm_1: tensor(306.6878, device='cuda:0') (tensor(143.5471, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3674 (0.3641511258624848) | > loader_time: 0.0044 (0.003526151180267334)  --> TIME: 2024-06-11 12:50:46 -- STEP: 109/330 -- GLOBAL_STEP: 250800 | > loss_disc: 2.3520593643188477 (2.3568330839139606) | > loss_disc_real_0: 0.06936969608068466 (0.11503610247318898) | > loss_disc_real_1: 0.22022679448127747 (0.19883287226388213) | > loss_disc_real_2: 0.19580131769180298 (0.2127174759676697) | > loss_disc_real_3: 0.2386857271194458 (0.22774991365747715) | > loss_disc_real_4: 0.21079683303833008 (0.23041690516909327) | > loss_disc_real_5: 0.2529316544532776 (0.22282167941058448) | > loss_0: 2.3520593643188477 (2.3568330839139606) | > grad_norm_0: tensor(31.5043, device='cuda:0') (tensor(15.2018, device='cuda:0')) | > loss_gen: 2.438145875930786 (2.486601398625505) | > loss_kl: 1.7960126399993896 (1.9259926660345235) | > loss_feat: 6.905752182006836 (7.042299918078501) | > loss_mel: 17.556095123291016 (17.995406982001906) | > loss_duration: 1.9677867889404297 (2.017129055950618) | > loss_1: 30.663793563842773 (31.467430097247483) | > grad_norm_1: tensor(303.5911, device='cuda:0') (tensor(178.2458, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3874 (0.36785331778570046) | > loader_time: 0.0044 (0.0036872942513282146)  --> TIME: 2024-06-11 12:50:56 -- STEP: 134/330 -- GLOBAL_STEP: 250825 | > loss_disc: 2.36592435836792 (2.354998214920955) | > loss_disc_real_0: 0.12131709605455399 (0.11401331424713135) | > loss_disc_real_1: 0.18558727204799652 (0.19846088483707228) | > loss_disc_real_2: 0.22803516685962677 (0.21167743217144439) | > loss_disc_real_3: 0.19537118077278137 (0.22718417310892647) | > loss_disc_real_4: 0.20628111064434052 (0.2290741726756096) | > loss_disc_real_5: 0.21116116642951965 (0.22222744895895916) | > loss_0: 2.36592435836792 (2.354998214920955) | > grad_norm_0: tensor(24.9534, device='cuda:0') (tensor(17.8499, device='cuda:0')) | > loss_gen: 2.4997010231018066 (2.492249905173458) | > loss_kl: 2.0635745525360107 (1.938773269973584) | > loss_feat: 6.85984992980957 (7.034422422522929) | > loss_mel: 17.704238891601562 (17.948593025776873) | > loss_duration: 2.042290449142456 (2.020198354080541) | > loss_1: 31.169652938842773 (31.434237024677333) | > grad_norm_1: tensor(101.2092, device='cuda:0') (tensor(200.1360, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3774 (0.3700881609276159) | > loader_time: 0.0047 (0.0037963959708142638)  --> TIME: 2024-06-11 12:51:06 -- STEP: 159/330 -- GLOBAL_STEP: 250850 | > loss_disc: 2.170974016189575 (2.3575839786409585) | > loss_disc_real_0: 0.10585694760084152 (0.11545187103673347) | > loss_disc_real_1: 0.1572294533252716 (0.19857323319657047) | > loss_disc_real_2: 0.1864636093378067 (0.21184747089754852) | > loss_disc_real_3: 0.2001323103904724 (0.22829189343647388) | > loss_disc_real_4: 0.20199114084243774 (0.2302931471253341) | > loss_disc_real_5: 0.20165733993053436 (0.22266195667614727) | > loss_0: 2.170974016189575 (2.3575839786409585) | > grad_norm_0: tensor(42.8311, device='cuda:0') (tensor(20.6025, device='cuda:0')) | > loss_gen: 2.464791774749756 (2.496175962424129) | > loss_kl: 2.0143401622772217 (1.9430212374753173) | > loss_feat: 7.764786243438721 (7.039598926808099) | > loss_mel: 18.05350685119629 (17.94010655385143) | > loss_duration: 2.0395772457122803 (2.023228409155359) | > loss_1: 32.33700180053711 (31.4421311624395) | > grad_norm_1: tensor(424.2845, device='cuda:0') (tensor(228.6414, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.3833 (0.37308098535117856) | > loader_time: 0.0042 (0.003933723617649678)  --> TIME: 2024-06-11 12:51:16 -- STEP: 184/330 -- GLOBAL_STEP: 250875 | > loss_disc: 2.3842382431030273 (2.359959975532864) | > loss_disc_real_0: 0.08151234686374664 (0.11702204054302495) | > loss_disc_real_1: 0.20291516184806824 (0.19855118162282134) | > loss_disc_real_2: 0.21921487152576447 (0.21196957831473445) | > loss_disc_real_3: 0.23275917768478394 (0.2287386527042026) | > loss_disc_real_4: 0.27011480927467346 (0.23017870699581894) | > loss_disc_real_5: 0.2579153776168823 (0.22229824976428694) | > loss_0: 2.3842382431030273 (2.359959975532864) | > grad_norm_0: tensor(43.9940, device='cuda:0') (tensor(23.4337, device='cuda:0')) | > loss_gen: 2.5676589012145996 (2.498631674310437) | > loss_kl: 2.0621583461761475 (1.946614643153937) | > loss_feat: 7.093786716461182 (7.044276921645455) | > loss_mel: 17.180356979370117 (17.904226676277492) | > loss_duration: 2.0720643997192383 (2.0290942632633717) | > loss_1: 30.976024627685547 (31.42284421298815) | > grad_norm_1: tensor(466.8653, device='cuda:0') (tensor(246.2910, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.637 (0.37733491218608356) | > loader_time: 0.0046 (0.004043318655179895)  --> TIME: 2024-06-11 12:51:26 -- STEP: 209/330 -- GLOBAL_STEP: 250900 | > loss_disc: 2.357219934463501 (2.3608756852492196) | > loss_disc_real_0: 0.19479252398014069 (0.11718881205080799) | > loss_disc_real_1: 0.20548376441001892 (0.19886184872337506) | > loss_disc_real_2: 0.20685537159442902 (0.21216827524050563) | > loss_disc_real_3: 0.21706587076187134 (0.22883650639125605) | > loss_disc_real_4: 0.21805576980113983 (0.22984471788817046) | > loss_disc_real_5: 0.1817375123500824 (0.22204444746366528) | > loss_0: 2.357219934463501 (2.3608756852492196) | > grad_norm_0: tensor(49.0613, device='cuda:0') (tensor(24.9063, device='cuda:0')) | > loss_gen: 2.4526796340942383 (2.502834656592192) | > loss_kl: 1.9828823804855347 (1.9481317095779347) | > loss_feat: 6.717798709869385 (7.068829910606858) | > loss_mel: 16.95962905883789 (17.870782003448344) | > loss_duration: 2.1200337409973145 (2.036567277315131) | > loss_1: 30.233020782470703 (31.42714558834094) | > grad_norm_1: tensor(331.3562, device='cuda:0') (tensor(260.7158, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.398 (0.38095011893642006) | > loader_time: 0.0053 (0.004164696880504844)  --> TIME: 2024-06-11 12:51:37 -- STEP: 234/330 -- GLOBAL_STEP: 250925 | > loss_disc: 2.43552827835083 (2.3598521682951183) | > loss_disc_real_0: 0.0882517397403717 (0.1174765715104902) | > loss_disc_real_1: 0.2130962312221527 (0.19868624961783743) | > loss_disc_real_2: 0.22628933191299438 (0.21177056979419834) | > loss_disc_real_3: 0.21817296743392944 (0.2282851393151487) | > loss_disc_real_4: 0.22823116183280945 (0.22987897967935628) | > loss_disc_real_5: 0.19768911600112915 (0.22205389080903468) | > loss_0: 2.43552827835083 (2.3598521682951183) | > grad_norm_0: tensor(16.0422, device='cuda:0') (tensor(25.8294, device='cuda:0')) | > loss_gen: 2.401822328567505 (2.497184306128413) | > loss_kl: 1.9493589401245117 (1.9483255927379315) | > loss_feat: 6.740089416503906 (7.042048598966028) | > loss_mel: 17.390369415283203 (17.820175089387803) | > loss_duration: 2.1033787727355957 (2.044861240264697) | > loss_1: 30.585020065307617 (31.352594897278355) | > grad_norm_1: tensor(59.5606, device='cuda:0') (tensor(269.0310, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.4095 (0.384748585203774) | > loader_time: 0.0052 (0.004317455821567111)  --> TIME: 2024-06-11 12:51:48 -- STEP: 259/330 -- GLOBAL_STEP: 250950 | > loss_disc: 2.3858866691589355 (2.364294673485185) | > loss_disc_real_0: 0.09378714859485626 (0.11812479388414662) | > loss_disc_real_1: 0.22925972938537598 (0.19937646711194837) | > loss_disc_real_2: 0.16909822821617126 (0.21216441374487852) | > loss_disc_real_3: 0.24750632047653198 (0.2287684494924361) | > loss_disc_real_4: 0.206278994679451 (0.2301447710820607) | > loss_disc_real_5: 0.2148294597864151 (0.2223032131273314) | > loss_0: 2.3858866691589355 (2.364294673485185) | > grad_norm_0: tensor(35.9529, device='cuda:0') (tensor(26.6258, device='cuda:0')) | > loss_gen: 2.4574837684631348 (2.4933792163966713) | > loss_kl: 2.0550646781921387 (1.9473926754071444) | > loss_feat: 7.103837490081787 (7.049569188858091) | > loss_mel: 18.35491371154785 (17.79153498351343) | > loss_duration: 2.1539969444274902 (2.052080020941361) | > loss_1: 32.12529754638672 (31.33395617717021) | > grad_norm_1: tensor(449.1219, device='cuda:0') (tensor(279.2997, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.4286 (0.3885093563772076) | > loader_time: 0.0061 (0.004457997539328792)  --> TIME: 2024-06-11 12:51:59 -- STEP: 284/330 -- GLOBAL_STEP: 250975 | > loss_disc: 2.63521146774292 (2.369081351119028) | > loss_disc_real_0: 0.2473631203174591 (0.11973380761771975) | > loss_disc_real_1: 0.2076028287410736 (0.1998525613945135) | > loss_disc_real_2: 0.22679539024829865 (0.21261088135586645) | > loss_disc_real_3: 0.24268342554569244 (0.22909187546498339) | > loss_disc_real_4: 0.26376286149024963 (0.23038625517781355) | > loss_disc_real_5: 0.23353582620620728 (0.22266464937530772) | > loss_0: 2.63521146774292 (2.369081351119028) | > grad_norm_0: tensor(120.4894, device='cuda:0') (tensor(29.2374, device='cuda:0')) | > loss_gen: 2.3338193893432617 (2.4952121721187113) | > loss_kl: 1.9207401275634766 (1.9504241578175987) | > loss_feat: 5.7787556648254395 (7.049064075443106) | > loss_mel: 16.72903823852539 (17.751638701264277) | > loss_duration: 2.1545205116271973 (2.061333706681156) | > loss_1: 28.916872024536133 (31.307672869991247) | > grad_norm_1: tensor(273.9832, device='cuda:0') (tensor(293.0041, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.4604 (0.39305446433349395) | > loader_time: 0.0063 (0.004605638309263846)  --> TIME: 2024-06-11 12:52:11 -- STEP: 309/330 -- GLOBAL_STEP: 251000 | > loss_disc: 2.551067590713501 (2.372728563821045) | > loss_disc_real_0: 0.17128536105155945 (0.120342059115183) | > loss_disc_real_1: 0.21118037402629852 (0.20008292495239902) | > loss_disc_real_2: 0.23936523497104645 (0.21312531505780685) | > loss_disc_real_3: 0.22563974559307098 (0.22934887956068353) | > loss_disc_real_4: 0.2461446076631546 (0.23031988349354388) | > loss_disc_real_5: 0.23651784658432007 (0.222749471857324) | > loss_0: 2.551067590713501 (2.372728563821045) | > grad_norm_0: tensor(59.3050, device='cuda:0') (tensor(30.9371, device='cuda:0')) | > loss_gen: 2.322502851486206 (2.4928342354722024) | > loss_kl: 1.9510374069213867 (1.9522188130320084) | > loss_feat: 5.975992679595947 (7.048165259623604) | > loss_mel: 16.332305908203125 (17.706908192063604) | > loss_duration: 2.24813175201416 (2.0728864631220736) | > loss_1: 28.829971313476562 (31.273012969871942) | > grad_norm_1: tensor(393.2331, device='cuda:0') (tensor(302.7739, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.4918 (0.39958150564273964) | > loader_time: 0.008 (0.004805013199840162) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_251000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5123114585876465 (2.5123114585876465) | > loss_disc_real_0: 0.21795988082885742 (0.21795988082885742) | > loss_disc_real_1: 0.17096391320228577 (0.17096391320228577) | > loss_disc_real_2: 0.22614748775959015 (0.22614748775959015) | > loss_disc_real_3: 0.24740932881832123 (0.24740932881832123) | > loss_disc_real_4: 0.2471698522567749 (0.2471698522567749) | > loss_disc_real_5: 0.23345418274402618 (0.23345418274402618) | > loss_0: 2.5123114585876465 (2.5123114585876465) | > loss_gen: 2.390084743499756 (2.390084743499756) | > loss_kl: 1.9260830879211426 (1.9260830879211426) | > loss_feat: 6.883329391479492 (6.883329391479492) | > loss_mel: 16.169694900512695 (16.169694900512695) | > loss_duration: 2.788118362426758 (2.788118362426758) | > loss_1: 30.157310485839844 (30.157310485839844)  --> STEP: 1 | > loss_disc: 1.927961826324463 (1.927961826324463) | > loss_disc_real_0: 0.11637702584266663 (0.11637702584266663) | > loss_disc_real_1: 0.13911987841129303 (0.13911987841129303) | > loss_disc_real_2: 0.1271919310092926 (0.1271919310092926) | > loss_disc_real_3: 0.19837839901447296 (0.19837839901447296) | > loss_disc_real_4: 0.21623873710632324 (0.21623873710632324) | > loss_disc_real_5: 0.17773988842964172 (0.17773988842964172) | > loss_0: 1.927961826324463 (1.927961826324463) | > loss_gen: 2.5915725231170654 (2.5915725231170654) | > loss_kl: 2.6337640285491943 (2.6337640285491943) | > loss_feat: 7.383204460144043 (7.383204460144043) | > loss_mel: 19.367481231689453 (19.367481231689453) | > loss_duration: 2.4375052452087402 (2.4375052452087402) | > loss_1: 34.41352462768555 (34.41352462768555)  --> STEP: 2 | > loss_disc: 2.3027305603027344 (2.1153461933135986) | > loss_disc_real_0: 0.13862240314483643 (0.12749971449375153) | > loss_disc_real_1: 0.17182227969169617 (0.1554710790514946) | > loss_disc_real_2: 0.2049865424633026 (0.1660892367362976) | > loss_disc_real_3: 0.22951136529445648 (0.21394488215446472) | > loss_disc_real_4: 0.25977757573127747 (0.23800815641880035) | > loss_disc_real_5: 0.1834339052438736 (0.18058689683675766) | > loss_0: 2.3027305603027344 (2.1153461933135986) | > loss_gen: 2.5244107246398926 (2.557991623878479) | > loss_kl: 2.4823195934295654 (2.55804181098938) | > loss_feat: 6.579193115234375 (6.981198787689209) | > loss_mel: 18.79075050354004 (19.079115867614746) | > loss_duration: 2.447484016418457 (2.4424946308135986) | > loss_1: 32.82415771484375 (33.61884117126465)  --> STEP: 3 | > loss_disc: 2.2360191345214844 (2.1555705070495605) | > loss_disc_real_0: 0.1737271398305893 (0.14290885627269745) | > loss_disc_real_1: 0.11548350006341934 (0.1421418860554695) | > loss_disc_real_2: 0.1332237273454666 (0.15513406693935394) | > loss_disc_real_3: 0.18213693797588348 (0.20334223409493765) | > loss_disc_real_4: 0.23379066586494446 (0.23660232623418173) | > loss_disc_real_5: 0.22973094880580902 (0.19696824749310812) | > loss_0: 2.2360191345214844 (2.1555705070495605) | > loss_gen: 2.356801748275757 (2.490928332010905) | > loss_kl: 2.2211153507232666 (2.4457329909006753) | > loss_feat: 6.793699741363525 (6.9186991055806475) | > loss_mel: 16.69264030456543 (18.283624013264973) | > loss_duration: 2.328946590423584 (2.4046452840169272) | > loss_1: 30.393203735351562 (32.54362869262695)  --> STEP: 4 | > loss_disc: 2.227053642272949 (2.1734412908554077) | > loss_disc_real_0: 0.1912282109260559 (0.15498869493603706) | > loss_disc_real_1: 0.1252899169921875 (0.137928893789649) | > loss_disc_real_2: 0.1797788292169571 (0.16129525750875473) | > loss_disc_real_3: 0.190890833735466 (0.20022938400506973) | > loss_disc_real_4: 0.22674624621868134 (0.23413830623030663) | > loss_disc_real_5: 0.1912325769662857 (0.1955343298614025) | > loss_0: 2.227053642272949 (2.1734412908554077) | > loss_gen: 2.3761658668518066 (2.4622377157211304) | > loss_kl: 3.040144920349121 (2.594335973262787) | > loss_feat: 7.1819257736206055 (6.984505772590637) | > loss_mel: 17.508310317993164 (18.08979558944702) | > loss_duration: 2.32782244682312 (2.3854395747184753) | > loss_1: 32.43436813354492 (32.516313552856445)  --> STEP: 5 | > loss_disc: 2.274704933166504 (2.193694019317627) | > loss_disc_real_0: 0.17087675631046295 (0.15816630721092223) | > loss_disc_real_1: 0.1644352227449417 (0.14323015958070756) | > loss_disc_real_2: 0.20188100636005402 (0.16941240727901458) | > loss_disc_real_3: 0.21581795811653137 (0.20334709882736207) | > loss_disc_real_4: 0.2089788317680359 (0.22910641133785248) | > loss_disc_real_5: 0.1425839364528656 (0.18494425117969512) | > loss_0: 2.274704933166504 (2.193694019317627) | > loss_gen: 2.334449529647827 (2.4366800785064697) | > loss_kl: 2.7449915409088135 (2.6244670867919924) | > loss_feat: 6.235137939453125 (6.834632205963135) | > loss_mel: 19.474042892456055 (18.366645050048827) | > loss_duration: 2.443114995956421 (2.3969746589660645) | > loss_1: 33.23173522949219 (32.65939788818359)  --> STEP: 6 | > loss_disc: 2.466444730758667 (2.239152471224467) | > loss_disc_real_0: 0.1998983770608902 (0.1651216521859169) | > loss_disc_real_1: 0.14277377724647522 (0.1431540958583355) | > loss_disc_real_2: 0.25327783823013306 (0.183389979104201) | > loss_disc_real_3: 0.24900898337364197 (0.21095741291840872) | > loss_disc_real_4: 0.24088318645954132 (0.23106920719146729) | > loss_disc_real_5: 0.23260724544525146 (0.19288808355728784) | > loss_0: 2.466444730758667 (2.239152471224467) | > loss_gen: 2.3543190956115723 (2.422953248023987) | > loss_kl: 2.927208185195923 (2.6749239365259805) | > loss_feat: 5.990778923034668 (6.693989992141724) | > loss_mel: 19.163469314575195 (18.499449094136555) | > loss_duration: 2.2037084102630615 (2.364763617515564) | > loss_1: 32.63948059082031 (32.65607833862305)  --> STEP: 7 | > loss_disc: 2.2646121978759766 (2.2427895750318254) | > loss_disc_real_0: 0.09641484916210175 (0.15530639461108617) | > loss_disc_real_1: 0.15919730067253113 (0.14544598226036345) | > loss_disc_real_2: 0.18283209204673767 (0.1833102809531348) | > loss_disc_real_3: 0.2316984385251999 (0.21392041657652175) | > loss_disc_real_4: 0.24918624758720398 (0.23365735581942967) | > loss_disc_real_5: 0.23546330630779266 (0.1989702582359314) | > loss_0: 2.2646121978759766 (2.2427895750318254) | > loss_gen: 2.5715932846069336 (2.4441875389644077) | > loss_kl: 4.170526504516602 (2.8885814462389265) | > loss_feat: 7.739569664001465 (6.843358516693115) | > loss_mel: 17.524459838867188 (18.360164914812362) | > loss_duration: 2.5090348720550537 (2.385373796735491) | > loss_1: 34.51518249511719 (32.921664646693635)  --> STEP: 8 | > loss_disc: 2.294250011444092 (2.2492221295833588) | > loss_disc_real_0: 0.2448226511478424 (0.1664959266781807) | > loss_disc_real_1: 0.14932909607887268 (0.1459313714876771) | > loss_disc_real_2: 0.14387771487236023 (0.178381210193038) | > loss_disc_real_3: 0.2466721087694168 (0.21801437810063362) | > loss_disc_real_4: 0.3266467750072479 (0.24528103321790695) | > loss_disc_real_5: 0.2886285185813904 (0.21017754077911377) | > loss_0: 2.294250011444092 (2.2492221295833588) | > loss_gen: 2.907370090484619 (2.502085357904434) | > loss_kl: 3.5757195949554443 (2.974473714828491) | > loss_feat: 10.234189987182617 (7.267212450504303) | > loss_mel: 19.559307098388672 (18.5100576877594) | > loss_duration: 2.2034497261047363 (2.3626332879066467) | > loss_1: 38.480037689208984 (33.61646127700806)  --> STEP: 9 | > loss_disc: 2.499774694442749 (2.2770613034566245) | > loss_disc_real_0: 0.20498579740524292 (0.1707725789811876) | > loss_disc_real_1: 0.4172942042350769 (0.1760827973484993) | > loss_disc_real_2: 0.186340793967247 (0.17926560839017233) | > loss_disc_real_3: 0.21565428376197815 (0.21775214539633858) | > loss_disc_real_4: 0.1501331925392151 (0.23470905092027453) | > loss_disc_real_5: 0.1521865725517273 (0.20373409986495972) | > loss_0: 2.499774694442749 (2.2770613034566245) | > loss_gen: 2.458644151687622 (2.4972585572136774) | > loss_kl: 2.3912858963012695 (2.9096750683254666) | > loss_feat: 12.093135833740234 (7.80342615975274) | > loss_mel: 19.035043716430664 (18.568389468722874) | > loss_duration: 2.143880844116211 (2.3383274608188205) | > loss_1: 38.12199401855469 (34.117076026068794)  --> STEP: 10 | > loss_disc: 2.489764928817749 (2.2983316659927366) | > loss_disc_real_0: 0.17103764414787292 (0.17079908549785613) | > loss_disc_real_1: 0.16767382621765137 (0.1752419002354145) | > loss_disc_real_2: 0.23674626648426056 (0.18501367419958115) | > loss_disc_real_3: 0.25789257884025574 (0.22176618874073029) | > loss_disc_real_4: 0.28558728098869324 (0.2397968739271164) | > loss_disc_real_5: 0.2213626503944397 (0.2054969549179077) | > loss_0: 2.489764928817749 (2.2983316659927366) | > loss_gen: 2.6761350631713867 (2.5151462078094484) | > loss_kl: 2.333472967147827 (2.8520548582077025) | > loss_feat: 5.664639472961426 (7.589547491073608) | > loss_mel: 17.542526245117188 (18.465803146362305) | > loss_duration: 2.3445754051208496 (2.3389522552490236) | > loss_1: 30.561349868774414 (33.76150341033936)  --> STEP: 11 | > loss_disc: 2.4663937091827393 (2.3136100335554644) | > loss_disc_real_0: 0.20369969308376312 (0.1737900498238477) | > loss_disc_real_1: 0.14284397661685944 (0.17229663445190949) | > loss_disc_real_2: 0.187032550573349 (0.18519720841537823) | > loss_disc_real_3: 0.18205788731575012 (0.21815634315664117) | > loss_disc_real_4: 0.23467156291007996 (0.23933093656193127) | > loss_disc_real_5: 0.172402486205101 (0.20248836685310712) | > loss_0: 2.4663937091827393 (2.3136100335554644) | > loss_gen: 1.9724375009536743 (2.4658090526407417) | > loss_kl: 3.1661593914031982 (2.8806098157709297) | > loss_feat: 7.104377746582031 (7.545441150665283) | > loss_mel: 16.60089874267578 (18.2962663823908) | > loss_duration: 2.504260778427124 (2.353980302810669) | > loss_1: 31.348134994506836 (33.542106281627305)  --> STEP: 12 | > loss_disc: 2.2992048263549805 (2.312409599622091) | > loss_disc_real_0: 0.15837660431861877 (0.17250559603174528) | > loss_disc_real_1: 0.15523661673069 (0.17087496630847454) | > loss_disc_real_2: 0.16031749546527863 (0.18312389900286993) | > loss_disc_real_3: 0.25938183069229126 (0.2215918004512787) | > loss_disc_real_4: 0.31808435916900635 (0.24589372177918753) | > loss_disc_real_5: 0.31101855635643005 (0.21153254931171736) | > loss_0: 2.2992048263549805 (2.312409599622091) | > loss_gen: 2.7796616554260254 (2.491963436206182) | > loss_kl: 2.2940800189971924 (2.8317323327064514) | > loss_feat: 7.968442440032959 (7.58069125811259) | > loss_mel: 20.139463424682617 (18.44986613591512) | > loss_duration: 2.2086472511291504 (2.3418692151705423) | > loss_1: 35.390296936035156 (33.69612216949462)  --> STEP: 13 | > loss_disc: 2.5412137508392334 (2.3300099189464865) | > loss_disc_real_0: 0.2602623701095581 (0.17925611711465395) | > loss_disc_real_1: 0.12795057892799377 (0.16757309035612986) | > loss_disc_real_2: 0.21317516267299652 (0.18543553466980273) | > loss_disc_real_3: 0.24908941984176636 (0.22370700194285467) | > loss_disc_real_4: 0.2540077567100525 (0.246517878312331) | > loss_disc_real_5: 0.21884220838546753 (0.2120948307789289) | > loss_0: 2.5412137508392334 (2.3300099189464865) | > loss_gen: 2.3620712757110596 (2.481971731552711) | > loss_kl: 3.157393217086792 (2.8567831699664774) | > loss_feat: 6.885042667388916 (7.527179828056922) | > loss_mel: 16.384353637695312 (18.290980559128982) | > loss_duration: 2.238136053085327 (2.333889741163987) | > loss_1: 31.026996612548828 (33.49080481896033)  --> STEP: 14 | > loss_disc: 2.4070518016815186 (2.3355129105704173) | > loss_disc_real_0: 0.14925989508628845 (0.17711352982691356) | > loss_disc_real_1: 0.20743119716644287 (0.17042009798543795) | > loss_disc_real_2: 0.23302815854549408 (0.18883500780378068) | > loss_disc_real_3: 0.20798569917678833 (0.22258405174527848) | > loss_disc_real_4: 0.1919049620628357 (0.2426169557230813) | > loss_disc_real_5: 0.1508239209651947 (0.20771833722080504) | > loss_0: 2.4070518016815186 (2.3355129105704173) | > loss_gen: 2.281890630722046 (2.4676802243505205) | > loss_kl: 3.0412707328796387 (2.8699608530317033) | > loss_feat: 8.213540077209473 (7.576205560139248) | > loss_mel: 18.479738235473633 (18.304463250296457) | > loss_duration: 2.3739380836486816 (2.336750337055751) | > loss_1: 34.390377044677734 (33.55505997794014)  --> STEP: 15 | > loss_disc: 2.694349527359009 (2.3594353516896565) | > loss_disc_real_0: 0.24175816774368286 (0.18142317235469818) | > loss_disc_real_1: 0.23525182902812958 (0.17474221338828405) | > loss_disc_real_2: 0.2187757045030594 (0.19083105425039928) | > loss_disc_real_3: 0.23246636986732483 (0.2232428729534149) | > loss_disc_real_4: 0.22210149466991425 (0.24124925831953684) | > loss_disc_real_5: 0.20582285523414612 (0.20759197175502778) | > loss_0: 2.694349527359009 (2.3594353516896565) | > loss_gen: 2.0884974002838135 (2.44240136941274) | > loss_kl: 3.580456018447876 (2.9173271973927815) | > loss_feat: 5.93977165222168 (7.467109966278076) | > loss_mel: 15.594477653503418 (18.123797543843587) | > loss_duration: 2.352151393890381 (2.3377770741780597) | > loss_1: 29.55535316467285 (33.288412857055654)  --> STEP: 16 | > loss_disc: 2.454106330871582 (2.365352287888527) | > loss_disc_real_0: 0.18533587455749512 (0.181667716242373) | > loss_disc_real_1: 0.1490081548690796 (0.17313383473083377) | > loss_disc_real_2: 0.1689077764749527 (0.18946084938943386) | > loss_disc_real_3: 0.24015964567661285 (0.2243001712486148) | > loss_disc_real_4: 0.2563256621360779 (0.24219153355807066) | > loss_disc_real_5: 0.29682019352912903 (0.2131687356159091) | > loss_0: 2.454106330871582 (2.365352287888527) | > loss_gen: 2.53348445892334 (2.4480940625071526) | > loss_kl: 2.8453969955444336 (2.91283155977726) | > loss_feat: 8.263116836547852 (7.516860395669937) | > loss_mel: 16.991968154907227 (18.053058207035065) | > loss_duration: 2.374401092529297 (2.340066075325012) | > loss_1: 33.00836944580078 (33.27091014385222)  --> STEP: 17 | > loss_disc: 2.5615501403808594 (2.376893338035135) | > loss_disc_real_0: 0.1709705889225006 (0.18103847345885107) | > loss_disc_real_1: 0.21058495342731476 (0.1753368417129797) | > loss_disc_real_2: 0.30148857831954956 (0.19605071579708772) | > loss_disc_real_3: 0.2268984168767929 (0.2244530092267429) | > loss_disc_real_4: 0.30349844694137573 (0.24579782258061803) | > loss_disc_real_5: 0.2637467086315155 (0.21614391049918005) | > loss_0: 2.5615501403808594 (2.376893338035135) | > loss_gen: 2.482654571533203 (2.450127033626332) | > loss_kl: 2.3299050331115723 (2.878541764091043) | > loss_feat: 5.901291847229004 (7.421826951644) | > loss_mel: 17.13138198852539 (17.998841958887436) | > loss_duration: 2.4248757362365723 (2.345054878908045) | > loss_1: 30.270109176635742 (33.09439243989831)  --> STEP: 18 | > loss_disc: 2.2409863471984863 (2.369342949655321) | > loss_disc_real_0: 0.06876889616250992 (0.17480127472016546) | > loss_disc_real_1: 0.1176563948392868 (0.172132372442219) | > loss_disc_real_2: 0.18400117754936218 (0.1953812970055474) | > loss_disc_real_3: 0.2539965510368347 (0.22609431710508135) | > loss_disc_real_4: 0.3306252062320709 (0.25051045500569874) | > loss_disc_real_5: 0.3046962022781372 (0.22106348226467767) | > loss_0: 2.2409863471984863 (2.369342949655321) | > loss_gen: 2.7959353923797607 (2.4693386091126337) | > loss_kl: 2.454218626022339 (2.8549682564205594) | > loss_feat: 10.394388198852539 (7.586969243155585) | > loss_mel: 20.17491340637207 (18.119734817081028) | > loss_duration: 2.262432098388672 (2.3404647244347467) | > loss_1: 38.08189010620117 (33.3714756435818)  --> STEP: 19 | > loss_disc: 2.4380290508270264 (2.3729580076117265) | > loss_disc_real_0: 0.1822681725025177 (0.17519426934028925) | > loss_disc_real_1: 0.15972205996513367 (0.17147919810131976) | > loss_disc_real_2: 0.1625349372625351 (0.1936525412295994) | > loss_disc_real_3: 0.197813481092453 (0.22460585205178513) | > loss_disc_real_4: 0.26200613379478455 (0.25111549073144007) | > loss_disc_real_5: 0.2534521222114563 (0.22276814752503446) | > loss_0: 2.4380290508270264 (2.3729580076117265) | > loss_gen: 2.343862533569336 (2.4627346051366708) | > loss_kl: 1.8536319732666016 (2.8022663467808773) | > loss_feat: 6.439690589904785 (7.526586156142385) | > loss_mel: 18.60093116760254 (18.145060940792685) | > loss_duration: 2.3538291454315186 (2.341168115013524) | > loss_1: 31.591943740844727 (33.277816069753534)  --> STEP: 20 | > loss_disc: 2.088419198989868 (2.3587310671806336) | > loss_disc_real_0: 0.16757480800151825 (0.1748132962733507) | > loss_disc_real_1: 0.12250736355781555 (0.16903060637414455) | > loss_disc_real_2: 0.21748687326908112 (0.1948442578315735) | > loss_disc_real_3: 0.1954672634601593 (0.22314892262220382) | > loss_disc_real_4: 0.1819361001253128 (0.24765652120113374) | > loss_disc_real_5: 0.16022635996341705 (0.2196410581469536) | > loss_0: 2.088419198989868 (2.3587310671806336) | > loss_gen: 2.596999406814575 (2.4694478452205657) | > loss_kl: 2.389122486114502 (2.7816091537475587) | > loss_feat: 9.698341369628906 (7.635173916816711) | > loss_mel: 19.648670196533203 (18.220241403579713) | > loss_duration: 2.3178749084472656 (2.340003454685211) | > loss_1: 36.65100860595703 (33.44647569656371)  --> STEP: 21 | > loss_disc: 2.467622756958008 (2.3639163857414607) | > loss_disc_real_0: 0.224195197224617 (0.17716481536626816) | > loss_disc_real_1: 0.19804532825946808 (0.1704122597972552) | > loss_disc_real_2: 0.18996277451515198 (0.19461180624507723) | > loss_disc_real_3: 0.2153620719909668 (0.22277812021119253) | > loss_disc_real_4: 0.23737239837646484 (0.2471668010666257) | > loss_disc_real_5: 0.24330978095531464 (0.22076814018544696) | > loss_0: 2.467622756958008 (2.3639163857414607) | > loss_gen: 2.350348949432373 (2.463776469230652) | > loss_kl: 2.503263473510742 (2.7683545975458053) | > loss_feat: 4.440130710601807 (7.48302900223505) | > loss_mel: 14.638705253601074 (18.049692063104537) | > loss_duration: 2.077224016189575 (2.327490148090181) | > loss_1: 26.009674072265625 (33.09234228588285)  --> STEP: 22 | > loss_disc: 2.3957905769348145 (2.3653652126138858) | > loss_disc_real_0: 0.19600287079811096 (0.1780210906131701) | > loss_disc_real_1: 0.12324228137731552 (0.1682681698690761) | > loss_disc_real_2: 0.20827709138393402 (0.1952329555695707) | > loss_disc_real_3: 0.21299010515213013 (0.2223332104357806) | > loss_disc_real_4: 0.26303890347480774 (0.2478882602669976) | > loss_disc_real_5: 0.19780918955802917 (0.21972455152056433) | > loss_0: 2.3957905769348145 (2.3653652126138858) | > loss_gen: 2.338660955429077 (2.4580894004214895) | > loss_kl: 2.1538798809051514 (2.7404239286075938) | > loss_feat: 6.6952900886535645 (7.447222687981346) | > loss_mel: 18.59258270263672 (18.074368910356) | > loss_duration: 2.1961474418640137 (2.3215200250799004) | > loss_1: 31.9765625 (33.04162502288818)  --> STEP: 23 | > loss_disc: 2.386549711227417 (2.3662862777709956) | > loss_disc_real_0: 0.16879354417324066 (0.17761989294186883) | > loss_disc_real_1: 0.15144787728786469 (0.1675368528003278) | > loss_disc_real_2: 0.2061786651611328 (0.19570885598659515) | > loss_disc_real_3: 0.2679518759250641 (0.2243166306744451) | > loss_disc_real_4: 0.23824264109134674 (0.24746888552023016) | > loss_disc_real_5: 0.24999301135540009 (0.22104057151338327) | > loss_0: 2.386549711227417 (2.3662862777709956) | > loss_gen: 2.335594654083252 (2.4527635418850444) | > loss_kl: 2.1579971313476562 (2.715101024378901) | > loss_feat: 5.477457046508789 (7.361580703569495) | > loss_mel: 17.23185920715332 (18.037738053695016) | > loss_duration: 2.2836527824401855 (2.319873623226) | > loss_1: 29.486560821533203 (32.88705701413362)  --> STEP: 24 | > loss_disc: 2.3461265563964844 (2.365446289380391) | > loss_disc_real_0: 0.19476008415222168 (0.17833406757563353) | > loss_disc_real_1: 0.11980446428060532 (0.1655480032786727) | > loss_disc_real_2: 0.23591777682304382 (0.19738422768811384) | > loss_disc_real_3: 0.22212572395801544 (0.22422534289459387) | > loss_disc_real_4: 0.1625659167766571 (0.2439312618225813) | > loss_disc_real_5: 0.1355745792388916 (0.21747948850194612) | > loss_0: 2.3461265563964844 (2.365446289380391) | > loss_gen: 2.152331590652466 (2.4402455439170203) | > loss_kl: 2.376521110534668 (2.7009935279687247) | > loss_feat: 5.417019844055176 (7.280557334423065) | > loss_mel: 18.490741729736328 (18.056613206863403) | > loss_duration: 2.391692638397217 (2.3228660821914673) | > loss_1: 30.82830810546875 (32.80127580960592)  --> STEP: 25 | > loss_disc: 2.500185966491699 (2.3708358764648434) | > loss_disc_real_0: 0.17524737119674683 (0.17821059972047806) | > loss_disc_real_1: 0.15568092465400696 (0.16515332013368605) | > loss_disc_real_2: 0.17622724175453186 (0.19653794825077056) | > loss_disc_real_3: 0.2331739068031311 (0.22458328545093537) | > loss_disc_real_4: 0.24512845277786255 (0.24397914946079255) | > loss_disc_real_5: 0.28369635343551636 (0.22012816309928895) | > loss_0: 2.500185966491699 (2.3708358764648434) | > loss_gen: 2.262892246246338 (2.4331514120101927) | > loss_kl: 2.9145090579986572 (2.709534149169922) | > loss_feat: 7.055830955505371 (7.271568279266358) | > loss_mel: 15.236093521118164 (17.943792419433592) | > loss_duration: 2.317749500274658 (2.322661418914795) | > loss_1: 29.787073135375977 (32.68070770263672)  --> STEP: 26 | > loss_disc: 2.289494276046753 (2.36770735337184) | > loss_disc_real_0: 0.08784084022045135 (0.1747348397397078) | > loss_disc_real_1: 0.08649567514657974 (0.16212802609572044) | > loss_disc_real_2: 0.11392838507890701 (0.19336065735954505) | > loss_disc_real_3: 0.17248211801052094 (0.2225793943955348) | > loss_disc_real_4: 0.15665018558502197 (0.24062034315787828) | > loss_disc_real_5: 0.10858400911092758 (0.21583800333050582) | > loss_0: 2.289494276046753 (2.36770735337184) | > loss_gen: 2.0043275356292725 (2.4166581859955416) | > loss_kl: 2.442690134048462 (2.6992709178190966) | > loss_feat: 13.374125480651855 (7.506282017781184) | > loss_mel: 19.24440574645996 (17.993816008934605) | > loss_duration: 2.339354991912842 (2.3233034794147196) | > loss_1: 39.404903411865234 (32.93933061453012) --> EVAL PERFORMANCE | > avg_loader_time: 0.002408779584444486 (-3.4231405991774506e-05) | > avg_loss_disc: 2.36770735337184 (-0.0010092441852282974) | > avg_loss_disc_real_0: 0.1747348397397078 (+0.0649193490927036) | > avg_loss_disc_real_1: 0.16212802609572044 (+0.0056039731089885525) | > avg_loss_disc_real_2: 0.19336065735954505 (-0.01318143823972115) | > avg_loss_disc_real_3: 0.2225793943955348 (+0.016648148114864647) | > avg_loss_disc_real_4: 0.24062034315787828 (+0.0017380674297992893) | > avg_loss_disc_real_5: 0.21583800333050582 (-0.005201510511911839) | > avg_loss_0: 2.36770735337184 (-0.0010092441852282974) | > avg_loss_gen: 2.4166581859955416 (+0.2201563624235301) | > avg_loss_kl: 2.6992709178190966 (+0.10962950724821852) | > avg_loss_feat: 7.506282017781184 (+0.4061927795410156) | > avg_loss_mel: 17.993816008934605 (-0.2433870388911359) | > avg_loss_duration: 2.3233034794147196 (+0.002011400002699393) | > avg_loss_1: 32.93933061453012 (+0.4946033771221252)  > EPOCH: 494/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:52:47)   --> TIME: 2024-06-11 12:52:50 -- STEP: 4/330 -- GLOBAL_STEP: 251025 | > loss_disc: 2.3794074058532715 (2.3363484740257263) | > loss_disc_real_0: 0.13469097018241882 (0.10188852623105049) | > loss_disc_real_1: 0.22323687374591827 (0.21912255510687828) | > loss_disc_real_2: 0.20581990480422974 (0.20464597642421722) | > loss_disc_real_3: 0.2537415623664856 (0.24196605756878853) | > loss_disc_real_4: 0.2563636898994446 (0.24615126848220825) | > loss_disc_real_5: 0.252781480550766 (0.24585438519716263) | > loss_0: 2.3794074058532715 (2.3363484740257263) | > grad_norm_0: tensor(6.5190, device='cuda:0') (tensor(8.3382, device='cuda:0')) | > loss_gen: 2.5436432361602783 (2.5620598196983337) | > loss_kl: 2.181824207305908 (2.102081298828125) | > loss_feat: 6.346035003662109 (6.4838539361953735) | > loss_mel: 18.315458297729492 (18.326627731323242) | > loss_duration: 2.1633260250091553 (2.1880276799201965) | > loss_1: 31.5502872467041 (31.662649154663086) | > grad_norm_1: tensor(163.8407, device='cuda:0') (tensor(97.7039, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3419 (0.36980366706848145) | > loader_time: 0.0029 (0.0034269094467163086)  --> TIME: 2024-06-11 12:52:59 -- STEP: 29/330 -- GLOBAL_STEP: 251050 | > loss_disc: 2.4158377647399902 (2.339935376726348) | > loss_disc_real_0: 0.07485005259513855 (0.10902558010199974) | > loss_disc_real_1: 0.19446198642253876 (0.20203083548052558) | > loss_disc_real_2: 0.22461174428462982 (0.2129803685278728) | > loss_disc_real_3: 0.20381630957126617 (0.2268374577678483) | > loss_disc_real_4: 0.23842822015285492 (0.22950962596926197) | > loss_disc_real_5: 0.22083406150341034 (0.22614210330206772) | > loss_0: 2.4158377647399902 (2.339935376726348) | > grad_norm_0: tensor(6.3561, device='cuda:0') (tensor(7.5899, device='cuda:0')) | > loss_gen: 2.404355049133301 (2.5026968265401908) | > loss_kl: 1.7587299346923828 (1.9516389000004735) | > loss_feat: 7.137027740478516 (7.060661973624394) | > loss_mel: 18.308969497680664 (18.234758442845838) | > loss_duration: 2.032094717025757 (2.0549103473794874) | > loss_1: 31.641176223754883 (31.80466625608247) | > grad_norm_1: tensor(78.7118, device='cuda:0') (tensor(97.9661, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3563 (0.35692910490364865) | > loader_time: 0.0033 (0.0032622731965163657)  --> TIME: 2024-06-11 12:53:08 -- STEP: 54/330 -- GLOBAL_STEP: 251075 | > loss_disc: 2.2626454830169678 (2.3440880245632596) | > loss_disc_real_0: 0.0971967801451683 (0.1102163472937213) | > loss_disc_real_1: 0.16995935142040253 (0.20037438720464704) | > loss_disc_real_2: 0.18844395875930786 (0.21208364764849344) | > loss_disc_real_3: 0.22295315563678741 (0.2250953901697088) | > loss_disc_real_4: 0.22477927803993225 (0.2265199378684715) | > loss_disc_real_5: 0.20839281380176544 (0.22271226484466483) | > loss_0: 2.2626454830169678 (2.3440880245632596) | > grad_norm_0: tensor(9.8410, device='cuda:0') (tensor(10.0295, device='cuda:0')) | > loss_gen: 2.6977171897888184 (2.510486752898604) | > loss_kl: 1.9305601119995117 (1.9120700337268688) | > loss_feat: 8.25078296661377 (7.066408846113417) | > loss_mel: 18.43088722229004 (18.154475600631148) | > loss_duration: 2.001497745513916 (2.028663840558794) | > loss_1: 33.31144714355469 (31.67210497679534) | > grad_norm_1: tensor(236.3505, device='cuda:0') (tensor(123.3889, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3625 (0.35829539210708056) | > loader_time: 0.0034 (0.0033251974317762586)  --> TIME: 2024-06-11 12:53:18 -- STEP: 79/330 -- GLOBAL_STEP: 251100 | > loss_disc: 2.3956799507141113 (2.358408327344098) | > loss_disc_real_0: 0.10004691779613495 (0.11314129952011229) | > loss_disc_real_1: 0.21681168675422668 (0.19783857125270207) | > loss_disc_real_2: 0.2053735852241516 (0.21269784094412117) | > loss_disc_real_3: 0.224417045712471 (0.22886491482016408) | > loss_disc_real_4: 0.22783416509628296 (0.22878133439565007) | > loss_disc_real_5: 0.21852034330368042 (0.22406889554820483) | > loss_0: 2.3956799507141113 (2.358408327344098) | > grad_norm_0: tensor(22.0638, device='cuda:0') (tensor(11.1858, device='cuda:0')) | > loss_gen: 2.5092122554779053 (2.4997075449062294) | > loss_kl: 1.8867943286895752 (1.9109921847717672) | > loss_feat: 7.130444526672363 (7.0823973221114915) | > loss_mel: 17.6593074798584 (18.091051174115535) | > loss_duration: 1.960153341293335 (2.0183362402493437) | > loss_1: 31.145912170410156 (31.60248449784291) | > grad_norm_1: tensor(224.2702, device='cuda:0') (tensor(129.4046, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.4008 (0.36159809028046036) | > loader_time: 0.0037 (0.0034677650355085543)  --> TIME: 2024-06-11 12:53:27 -- STEP: 104/330 -- GLOBAL_STEP: 251125 | > loss_disc: 2.3427724838256836 (2.357597598662743) | > loss_disc_real_0: 0.12789198756217957 (0.11556369481751552) | > loss_disc_real_1: 0.20313555002212524 (0.19944748038855875) | > loss_disc_real_2: 0.16593396663665771 (0.21228276164485857) | > loss_disc_real_3: 0.2228897213935852 (0.22819793553879628) | > loss_disc_real_4: 0.2349584400653839 (0.22869430998196968) | > loss_disc_real_5: 0.23521752655506134 (0.22266486917550748) | > loss_0: 2.3427724838256836 (2.357597598662743) | > grad_norm_0: tensor(7.2067, device='cuda:0') (tensor(11.5201, device='cuda:0')) | > loss_gen: 2.4576878547668457 (2.4942810764679533) | > loss_kl: 1.927227258682251 (1.9175949348853185) | > loss_feat: 7.368383407592773 (7.055404791465173) | > loss_mel: 18.104459762573242 (18.028528671998245) | > loss_duration: 2.0721023082733154 (2.018793451098294) | > loss_1: 31.929859161376953 (31.514602936231174) | > grad_norm_1: tensor(84.1856, device='cuda:0') (tensor(133.1975, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3725 (0.36432118140734143) | > loader_time: 0.0043 (0.003583990610562838)  --> TIME: 2024-06-11 12:53:37 -- STEP: 129/330 -- GLOBAL_STEP: 251150 | > loss_disc: 2.4508397579193115 (2.358871805575467) | > loss_disc_real_0: 0.15960733592510223 (0.11552380331495936) | > loss_disc_real_1: 0.2282080501317978 (0.19929421618003249) | > loss_disc_real_2: 0.20984594523906708 (0.21299306516961533) | > loss_disc_real_3: 0.24140384793281555 (0.22796290801015012) | > loss_disc_real_4: 0.2856888175010681 (0.22895449319089106) | > loss_disc_real_5: 0.2761755883693695 (0.2226455012957255) | > loss_0: 2.4508397579193115 (2.358871805575467) | > grad_norm_0: tensor(8.8610, device='cuda:0') (tensor(12.6919, device='cuda:0')) | > loss_gen: 2.4981701374053955 (2.4910815353541405) | > loss_kl: 1.9285378456115723 (1.9219117081442545) | > loss_feat: 6.1620869636535645 (7.058493599411129) | > loss_mel: 17.00032615661621 (18.01380778467933) | > loss_duration: 2.0105228424072266 (2.019946796949519) | > loss_1: 29.59964370727539 (31.505241438399914) | > grad_norm_1: tensor(162.7780, device='cuda:0') (tensor(146.5485, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3635 (0.3666715474091758) | > loader_time: 0.0048 (0.003723706385886022)  --> TIME: 2024-06-11 12:53:47 -- STEP: 154/330 -- GLOBAL_STEP: 251175 | > loss_disc: 2.2554421424865723 (2.356700561263344) | > loss_disc_real_0: 0.10744617134332657 (0.11579388138148691) | > loss_disc_real_1: 0.21570317447185516 (0.19853124157948923) | > loss_disc_real_2: 0.20406045019626617 (0.2128595822043233) | > loss_disc_real_3: 0.23027977347373962 (0.22842075927303984) | > loss_disc_real_4: 0.24702578783035278 (0.22938782895927307) | > loss_disc_real_5: 0.20905554294586182 (0.22233341827795103) | > loss_0: 2.2554421424865723 (2.356700561263344) | > grad_norm_0: tensor(38.5461, device='cuda:0') (tensor(14.0513, device='cuda:0')) | > loss_gen: 2.630613327026367 (2.4895711270245626) | > loss_kl: 1.741976261138916 (1.9269913922656665) | > loss_feat: 7.441256046295166 (7.050031900405884) | > loss_mel: 17.884201049804688 (17.992155632415383) | > loss_duration: 2.027344226837158 (2.022746830017535) | > loss_1: 31.72538948059082 (31.481496885225372) | > grad_norm_1: tensor(294.6014, device='cuda:0') (tensor(160.1607, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3974 (0.36937601070899456) | > loader_time: 0.0043 (0.00384347779410226)  --> TIME: 2024-06-11 12:53:57 -- STEP: 179/330 -- GLOBAL_STEP: 251200 | > loss_disc: 2.3846867084503174 (2.356110398329835) | > loss_disc_real_0: 0.09173347800970078 (0.11497956712069458) | > loss_disc_real_1: 0.24062815308570862 (0.19901814049515637) | > loss_disc_real_2: 0.19762395322322845 (0.21285892082326238) | > loss_disc_real_3: 0.22521643340587616 (0.22899217770419308) | > loss_disc_real_4: 0.2226090431213379 (0.22871577897884326) | > loss_disc_real_5: 0.23266148567199707 (0.22306215904611448) | > loss_0: 2.3846867084503174 (2.356110398329835) | > grad_norm_0: tensor(30.3316, device='cuda:0') (tensor(15.7444, device='cuda:0')) | > loss_gen: 2.4134769439697266 (2.496442054237066) | > loss_kl: 1.942713737487793 (1.9294103910137155) | > loss_feat: 6.839508056640625 (7.0701522081257915) | > loss_mel: 16.86767578125 (17.95084300121117) | > loss_duration: 2.101550340652466 (2.0292383778694605) | > loss_1: 30.164926528930664 (31.476086067753798) | > grad_norm_1: tensor(340.6909, device='cuda:0') (tensor(180.0425, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.3973 (0.3723910840529969) | > loader_time: 0.0044 (0.003948688507080077)  --> TIME: 2024-06-11 12:54:07 -- STEP: 204/330 -- GLOBAL_STEP: 251225 | > loss_disc: 2.38458251953125 (2.355548001971899) | > loss_disc_real_0: 0.1569557636976242 (0.11522295042945474) | > loss_disc_real_1: 0.1570020467042923 (0.1986001990005081) | > loss_disc_real_2: 0.21790997684001923 (0.21301058380334986) | > loss_disc_real_3: 0.2199607938528061 (0.22891094163060188) | > loss_disc_real_4: 0.23462529480457306 (0.2292717805534017) | > loss_disc_real_5: 0.2553253471851349 (0.22269242140007953) | > loss_0: 2.38458251953125 (2.355548001971899) | > grad_norm_0: tensor(62.7027, device='cuda:0') (tensor(18.3698, device='cuda:0')) | > loss_gen: 2.5636048316955566 (2.506276584139057) | > loss_kl: 2.192242383956909 (1.9349129550597246) | > loss_feat: 8.738883972167969 (7.09620814931159) | > loss_mel: 18.28902816772461 (17.924575235329435) | > loss_duration: 2.0420944690704346 (2.0366755794076346) | > loss_1: 33.82585144042969 (31.49864854999617) | > grad_norm_1: tensor(522.9031, device='cuda:0') (tensor(205.4454, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.402 (0.3757456903364144) | > loader_time: 0.0048 (0.004064424365174538)  --> TIME: 2024-06-11 12:54:17 -- STEP: 229/330 -- GLOBAL_STEP: 251250 | > loss_disc: 2.3038554191589355 (2.353819947055333) | > loss_disc_real_0: 0.20301060378551483 (0.11638866059124209) | > loss_disc_real_1: 0.18259407579898834 (0.1984859963952193) | > loss_disc_real_2: 0.18166767060756683 (0.21249856041768753) | > loss_disc_real_3: 0.25274893641471863 (0.22879287828264278) | > loss_disc_real_4: 0.2617841064929962 (0.22858973934140267) | > loss_disc_real_5: 0.2603946328163147 (0.2229610572215251) | > loss_0: 2.3038554191589355 (2.353819947055333) | > grad_norm_0: tensor(55.7380, device='cuda:0') (tensor(21.4532, device='cuda:0')) | > loss_gen: 2.683361768722534 (2.5134692983335802) | > loss_kl: 2.1265149116516113 (1.9398091037200529) | > loss_feat: 7.1020917892456055 (7.123563198022968) | > loss_mel: 18.200716018676758 (17.883786213970616) | > loss_duration: 2.1311535835266113 (2.0447953996699955) | > loss_1: 32.243839263916016 (31.50542322516962) | > grad_norm_1: tensor(437.4948, device='cuda:0') (tensor(230.4260, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.4186 (0.3795367286715445) | > loader_time: 0.0052 (0.004191119597988881)  --> TIME: 2024-06-11 12:54:28 -- STEP: 254/330 -- GLOBAL_STEP: 251275 | > loss_disc: 2.339719295501709 (2.3559286294021002) | > loss_disc_real_0: 0.1352401077747345 (0.11698555952216697) | > loss_disc_real_1: 0.19921158254146576 (0.19860688086569772) | > loss_disc_real_2: 0.2347763031721115 (0.2124674501498853) | > loss_disc_real_3: 0.2364867478609085 (0.22875903840140094) | > loss_disc_real_4: 0.2328818440437317 (0.22842574964358112) | > loss_disc_real_5: 0.22330361604690552 (0.222918434640554) | > loss_0: 2.339719295501709 (2.3559286294021002) | > grad_norm_0: tensor(43.2326, device='cuda:0') (tensor(23.9583, device='cuda:0')) | > loss_gen: 2.5928618907928467 (2.511864876183938) | > loss_kl: 2.1278579235076904 (1.945652334239539) | > loss_feat: 7.2100653648376465 (7.124609198157243) | > loss_mel: 17.64251136779785 (17.848745180865926) | > loss_duration: 2.087799072265625 (2.0519221598707778) | > loss_1: 31.661094665527344 (31.482793792964905) | > grad_norm_1: tensor(436.2126, device='cuda:0') (tensor(246.3962, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.4495 (0.38456042357317105) | > loader_time: 0.0063 (0.004352032668947237)  --> TIME: 2024-06-11 12:54:40 -- STEP: 279/330 -- GLOBAL_STEP: 251300 | > loss_disc: 2.3409314155578613 (2.3562203171432654) | > loss_disc_real_0: 0.1364964097738266 (0.11747707405184332) | > loss_disc_real_1: 0.2423316389322281 (0.19857820088718098) | > loss_disc_real_2: 0.2317887246608734 (0.21249526840597924) | > loss_disc_real_3: 0.2257729172706604 (0.22913460919506662) | > loss_disc_real_4: 0.25276583433151245 (0.22919208863516435) | > loss_disc_real_5: 0.23676344752311707 (0.22295242510602464) | > loss_0: 2.3409314155578613 (2.3562203171432654) | > grad_norm_0: tensor(26.2528, device='cuda:0') (tensor(24.7821, device='cuda:0')) | > loss_gen: 2.5624539852142334 (2.5097068407202285) | > loss_kl: 1.967667579650879 (1.9508203908961306) | > loss_feat: 7.486294746398926 (7.1280009652551355) | > loss_mel: 16.2508544921875 (17.78769000200389) | > loss_duration: 2.1398468017578125 (2.061041279078384) | > loss_1: 30.40711784362793 (31.437259509999265) | > grad_norm_1: tensor(434.1990, device='cuda:0') (tensor(256.8242, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.4392 (0.38983560719370414) | > loader_time: 0.0065 (0.004514877086899188)  --> TIME: 2024-06-11 12:54:52 -- STEP: 304/330 -- GLOBAL_STEP: 251325 | > loss_disc: 2.365185499191284 (2.3564865236219616) | > loss_disc_real_0: 0.1728782206773758 (0.1177579203718587) | > loss_disc_real_1: 0.20650286972522736 (0.19866704681005917) | > loss_disc_real_2: 0.2002122849225998 (0.21246040112486012) | > loss_disc_real_3: 0.21654416620731354 (0.228932182598663) | > loss_disc_real_4: 0.2410356104373932 (0.22897669991576358) | > loss_disc_real_5: 0.21739035844802856 (0.2227709150235904) | > loss_0: 2.365185499191284 (2.3564865236219616) | > grad_norm_0: tensor(36.9335, device='cuda:0') (tensor(25.9640, device='cuda:0')) | > loss_gen: 2.6407833099365234 (2.507786634721254) | > loss_kl: 2.1141440868377686 (1.954604227684046) | > loss_feat: 8.190813064575195 (7.162341833114624) | > loss_mel: 17.654888153076172 (17.76475492904062) | > loss_duration: 2.2138936519622803 (2.071663161641673) | > loss_1: 32.81452178955078 (31.461150796789873) | > grad_norm_1: tensor(460.5846, device='cuda:0') (tensor(272.5636, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.4705 (0.39604291398274266) | > loader_time: 0.0067 (0.004692157632426214)  --> TIME: 2024-06-11 12:55:20 -- STEP: 329/330 -- GLOBAL_STEP: 251350 | > loss_disc: 2.5093753337860107 (2.361530184383452) | > loss_disc_real_0: 0.21312080323696136 (0.11957053058868483) | > loss_disc_real_1: 0.2161010354757309 (0.19920438645820845) | > loss_disc_real_2: 0.16014663875102997 (0.2128507150252177) | > loss_disc_real_3: 0.19907960295677185 (0.22888230072691085) | > loss_disc_real_4: 0.2092936784029007 (0.2284247591231007) | > loss_disc_real_5: 0.2094632238149643 (0.22264193745731944) | > loss_0: 2.5093753337860107 (2.361530184383452) | > grad_norm_0: tensor(15.2045, device='cuda:0') (tensor(26.7425, device='cuda:0')) | > loss_gen: 2.5648107528686523 (2.50510264312605) | > loss_kl: 2.12412691116333 (1.9616754699985306) | > loss_feat: 12.070662498474121 (7.271320240113511) | > loss_mel: 18.235532760620117 (17.7537805331152) | > loss_duration: 2.2861945629119873 (2.0858122911134394) | > loss_1: 37.28132629394531 (31.577691191235573) | > grad_norm_1: tensor(236.8469, device='cuda:0') (tensor(282.5062, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 14.4911 (0.45141550472804476) | > loader_time: 0.0348 (0.005169242348714441)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5026566982269287 (2.5026566982269287) | > loss_disc_real_0: 0.09047731757164001 (0.09047731757164001) | > loss_disc_real_1: 0.31206557154655457 (0.31206557154655457) | > loss_disc_real_2: 0.20787039399147034 (0.20787039399147034) | > loss_disc_real_3: 0.26804566383361816 (0.26804566383361816) | > loss_disc_real_4: 0.28201550245285034 (0.28201550245285034) | > loss_disc_real_5: 0.22661222517490387 (0.22661222517490387) | > loss_0: 2.5026566982269287 (2.5026566982269287) | > loss_gen: 2.4176084995269775 (2.4176084995269775) | > loss_kl: 2.051898241043091 (2.051898241043091) | > loss_feat: 6.864764213562012 (6.864764213562012) | > loss_mel: 18.009552001953125 (18.009552001953125) | > loss_duration: 2.866027355194092 (2.866027355194092) | > loss_1: 32.2098503112793 (32.2098503112793)  --> STEP: 1 | > loss_disc: 2.501636266708374 (2.501636266708374) | > loss_disc_real_0: 0.13870370388031006 (0.13870370388031006) | > loss_disc_real_1: 0.2438887506723404 (0.2438887506723404) | > loss_disc_real_2: 0.19633054733276367 (0.19633054733276367) | > loss_disc_real_3: 0.21913641691207886 (0.21913641691207886) | > loss_disc_real_4: 0.3001537621021271 (0.3001537621021271) | > loss_disc_real_5: 0.3380504846572876 (0.3380504846572876) | > loss_0: 2.501636266708374 (2.501636266708374) | > loss_gen: 2.4455714225769043 (2.4455714225769043) | > loss_kl: 3.054227113723755 (3.054227113723755) | > loss_feat: 7.043499946594238 (7.043499946594238) | > loss_mel: 17.512222290039062 (17.512222290039062) | > loss_duration: 2.4509871006011963 (2.4509871006011963) | > loss_1: 32.506507873535156 (32.506507873535156)  --> STEP: 2 | > loss_disc: 2.1459367275238037 (2.323786497116089) | > loss_disc_real_0: 0.09111034125089645 (0.11490702256560326) | > loss_disc_real_1: 0.2619430720806122 (0.2529159113764763) | > loss_disc_real_2: 0.15592388808727264 (0.17612721771001816) | > loss_disc_real_3: 0.23033282160758972 (0.2247346192598343) | > loss_disc_real_4: 0.2770494222640991 (0.2886015921831131) | > loss_disc_real_5: 0.26737678050994873 (0.30271363258361816) | > loss_0: 2.1459367275238037 (2.323786497116089) | > loss_gen: 2.645918130874634 (2.545744776725769) | > loss_kl: 3.0373458862304688 (3.045786499977112) | > loss_feat: 6.4508819580078125 (6.747190952301025) | > loss_mel: 20.1784610748291 (18.845341682434082) | > loss_duration: 2.4358482360839844 (2.4434176683425903) | > loss_1: 34.74845504760742 (33.62748146057129)  --> STEP: 3 | > loss_disc: 2.2720513343811035 (2.3065414428710938) | > loss_disc_real_0: 0.07476628571748734 (0.10152677694956462) | > loss_disc_real_1: 0.20127826929092407 (0.23570336401462555) | > loss_disc_real_2: 0.20888391137123108 (0.18704611559708914) | > loss_disc_real_3: 0.20102643966674805 (0.21683189272880554) | > loss_disc_real_4: 0.2548823356628418 (0.27736184000968933) | > loss_disc_real_5: 0.1962016373872757 (0.26720963418483734) | > loss_0: 2.2720513343811035 (2.3065414428710938) | > loss_gen: 2.4336774349212646 (2.5083889961242676) | > loss_kl: 3.582326650619507 (3.22463321685791) | > loss_feat: 7.789419651031494 (7.094600518544515) | > loss_mel: 18.33095932006836 (18.67388089497884) | > loss_duration: 2.3546457290649414 (2.4138270219167075) | > loss_1: 34.49102783203125 (33.915330251057945)  --> STEP: 4 | > loss_disc: 2.266758680343628 (2.2965957522392273) | > loss_disc_real_0: 0.09429612755775452 (0.09971911460161209) | > loss_disc_real_1: 0.17929017543792725 (0.22160006687045097) | > loss_disc_real_2: 0.24341154098510742 (0.2011374719440937) | > loss_disc_real_3: 0.30683621764183044 (0.23933297395706177) | > loss_disc_real_4: 0.18903253972530365 (0.2552795149385929) | > loss_disc_real_5: 0.2494102120399475 (0.2627597786486149) | > loss_0: 2.266758680343628 (2.2965957522392273) | > loss_gen: 2.5909719467163086 (2.529034733772278) | > loss_kl: 2.9969911575317383 (3.167722702026367) | > loss_feat: 9.722963333129883 (7.751691222190857) | > loss_mel: 17.80156135559082 (18.455801010131836) | > loss_duration: 2.3173208236694336 (2.389700472354889) | > loss_1: 35.4298095703125 (34.29395008087158)  --> STEP: 5 | > loss_disc: 2.5740222930908203 (2.352081060409546) | > loss_disc_real_0: 0.26174795627593994 (0.13212488293647767) | > loss_disc_real_1: 0.21824884414672852 (0.2209298223257065) | > loss_disc_real_2: 0.24054528772830963 (0.2090190351009369) | > loss_disc_real_3: 0.23670607805252075 (0.23880759477615357) | > loss_disc_real_4: 0.2711787223815918 (0.2584593564271927) | > loss_disc_real_5: 0.2903701364994049 (0.2682818502187729) | > loss_0: 2.5740222930908203 (2.352081060409546) | > loss_gen: 2.276702404022217 (2.478568267822266) | > loss_kl: 2.7549822330474854 (3.0851746082305906) | > loss_feat: 4.598442077636719 (7.121041393280029) | > loss_mel: 18.399747848510742 (18.444590377807618) | > loss_duration: 2.4385986328125 (2.399480104446411) | > loss_1: 30.468473434448242 (33.52885475158691)  --> STEP: 6 | > loss_disc: 2.7320520877838135 (2.415409564971924) | > loss_disc_real_0: 0.14418433606624603 (0.13413479179143906) | > loss_disc_real_1: 0.3336435556411743 (0.2397154445449511) | > loss_disc_real_2: 0.3098655939102173 (0.2258267949024836) | > loss_disc_real_3: 0.28299379348754883 (0.24617196122805277) | > loss_disc_real_4: 0.3010352551937103 (0.26555533955494565) | > loss_disc_real_5: 0.3193601965904236 (0.2767949079473813) | > loss_0: 2.7320520877838135 (2.415409564971924) | > loss_gen: 2.3196845054626465 (2.452087640762329) | > loss_kl: 2.6931276321411133 (3.0198334455490112) | > loss_feat: 4.197567462921143 (6.633795738220215) | > loss_mel: 14.5762357711792 (17.799864610036213) | > loss_duration: 2.16790509223938 (2.3608842690785727) | > loss_1: 25.95452117919922 (32.26646582285563)  --> STEP: 7 | > loss_disc: 2.2764573097229004 (2.395559242793492) | > loss_disc_real_0: 0.05554231256246567 (0.12290729475872857) | > loss_disc_real_1: 0.20287401974201202 (0.23445238385881698) | > loss_disc_real_2: 0.26110172271728516 (0.23086607030459813) | > loss_disc_real_3: 0.20744426548480988 (0.24063943326473236) | > loss_disc_real_4: 0.2631910443305969 (0.26521758309432436) | > loss_disc_real_5: 0.20788241922855377 (0.2669502667018345) | > loss_0: 2.2764573097229004 (2.395559242793492) | > loss_gen: 2.408521890640259 (2.445863962173462) | > loss_kl: 3.7906792163848877 (3.1299542699541365) | > loss_feat: 8.016314506530762 (6.831298419407436) | > loss_mel: 19.09651756286621 (17.985100746154785) | > loss_duration: 2.5507700443267822 (2.3880108083997453) | > loss_1: 35.8628044128418 (32.78022847856794)  --> STEP: 8 | > loss_disc: 2.487074136734009 (2.4069986045360565) | > loss_disc_real_0: 0.16466541588306427 (0.12812705989927053) | > loss_disc_real_1: 0.2351698875427246 (0.23454207181930542) | > loss_disc_real_2: 0.1871199905872345 (0.22539781033992767) | > loss_disc_real_3: 0.25899606943130493 (0.24293401278555393) | > loss_disc_real_4: 0.24242530763149261 (0.2623685486614704) | > loss_disc_real_5: 0.21948878467082977 (0.26101758144795895) | > loss_0: 2.487074136734009 (2.4069986045360565) | > loss_gen: 2.3130080699920654 (2.4292569756507874) | > loss_kl: 2.7419943809509277 (3.0814592838287354) | > loss_feat: 8.33963680267334 (7.019840717315674) | > loss_mel: 18.081932067871094 (17.997204661369324) | > loss_duration: 2.262721538543701 (2.37234964966774) | > loss_1: 33.73929214477539 (32.90011143684387)  --> STEP: 9 | > loss_disc: 2.581394672393799 (2.426375945409139) | > loss_disc_real_0: 0.08437887579202652 (0.1232661505540212) | > loss_disc_real_1: 0.21192145347595215 (0.23202866978115505) | > loss_disc_real_2: 0.23731501400470734 (0.22672194408045876) | > loss_disc_real_3: 0.2793170213699341 (0.2469765692949295) | > loss_disc_real_4: 0.2627002000808716 (0.2624053988191817) | > loss_disc_real_5: 0.25864365696907043 (0.2607538120614158) | > loss_0: 2.581394672393799 (2.426375945409139) | > loss_gen: 2.1593668460845947 (2.399269183476766) | > loss_kl: 2.4468045234680176 (3.0109420882331) | > loss_feat: 8.684174537658691 (7.2047666973537865) | > loss_mel: 18.288684844970703 (18.029591348436142) | > loss_duration: 2.1765990257263184 (2.350599580340915) | > loss_1: 33.75563049316406 (32.99516910976834)  --> STEP: 10 | > loss_disc: 2.8391683101654053 (2.4676551818847656) | > loss_disc_real_0: 0.1758599430322647 (0.12852552980184556) | > loss_disc_real_1: 0.32892417907714844 (0.24171822071075438) | > loss_disc_real_2: 0.2854316532611847 (0.23259291499853135) | > loss_disc_real_3: 0.33056798577308655 (0.2553357109427452) | > loss_disc_real_4: 0.300497442483902 (0.2662146031856537) | > loss_disc_real_5: 0.3508613407611847 (0.26976456493139267) | > loss_0: 2.8391683101654053 (2.4676551818847656) | > loss_gen: 2.275332450866699 (2.3868755102157593) | > loss_kl: 2.904972791671753 (3.000345158576965) | > loss_feat: 3.864525318145752 (6.870742559432983) | > loss_mel: 14.19846248626709 (17.64647846221924) | > loss_duration: 2.3312134742736816 (2.348660969734192) | > loss_1: 25.574506759643555 (32.25310287475586)  --> STEP: 11 | > loss_disc: 2.4045703411102295 (2.4619201963598076) | > loss_disc_real_0: 0.12944826483726501 (0.1286094148050655) | > loss_disc_real_1: 0.24021051824092865 (0.24158115684986115) | > loss_disc_real_2: 0.24862244725227356 (0.234050145203417) | > loss_disc_real_3: 0.24742251634597778 (0.25461632961576636) | > loss_disc_real_4: 0.311652272939682 (0.2703453004360199) | > loss_disc_real_5: 0.30635929107666016 (0.27309135821732605) | > loss_0: 2.4045703411102295 (2.4619201963598076) | > loss_gen: 2.6443493366241455 (2.4102822217074307) | > loss_kl: 3.0489869117736816 (3.004767136140303) | > loss_feat: 7.06655740737915 (6.8885439092462715) | > loss_mel: 18.0445499420166 (17.682666778564453) | > loss_duration: 2.4123897552490234 (2.3544544956900855) | > loss_1: 33.216835021972656 (32.3407148881392)  --> STEP: 12 | > loss_disc: 2.4612066745758057 (2.461860736211141) | > loss_disc_real_0: 0.10794642567634583 (0.12688749904433885) | > loss_disc_real_1: 0.26514706015586853 (0.24354498212536177) | > loss_disc_real_2: 0.29347750544548035 (0.23900242522358894) | > loss_disc_real_3: 0.25643888115882874 (0.25476820891102153) | > loss_disc_real_4: 0.2508241534233093 (0.26871853818496066) | > loss_disc_real_5: 0.24142292141914368 (0.2704523218174775) | > loss_0: 2.4612066745758057 (2.461860736211141) | > loss_gen: 2.4728078842163086 (2.4154926935831704) | > loss_kl: 2.1077818870544434 (2.930018365383148) | > loss_feat: 6.119679927825928 (6.824471910794576) | > loss_mel: 16.64720344543457 (17.596378167470295) | > loss_duration: 2.282038927078247 (2.348419864972432) | > loss_1: 29.629512786865234 (32.11478137969971)  --> STEP: 13 | > loss_disc: 2.404883623123169 (2.45747788135822) | > loss_disc_real_0: 0.16117990016937256 (0.12952537605395684) | > loss_disc_real_1: 0.3027361035346985 (0.24809814531069535) | > loss_disc_real_2: 0.2876213490962982 (0.24274234244456658) | > loss_disc_real_3: 0.23780973255634308 (0.25346371072989243) | > loss_disc_real_4: 0.2746567130088806 (0.26917532086372375) | > loss_disc_real_5: 0.3024548888206482 (0.27291405774079835) | > loss_0: 2.404883623123169 (2.45747788135822) | > loss_gen: 3.097773313522339 (2.467975818193876) | > loss_kl: 3.0378873348236084 (2.93831597841703) | > loss_feat: 7.088835716247559 (6.8448075881371135) | > loss_mel: 16.432117462158203 (17.50681965167706) | > loss_duration: 2.2593846321105957 (2.341571000906137) | > loss_1: 31.915998458862305 (32.09949038578914)  --> STEP: 14 | > loss_disc: 2.2726314067840576 (2.4442745617457797) | > loss_disc_real_0: 0.0731310099363327 (0.12549720704555511) | > loss_disc_real_1: 0.15359337627887726 (0.2413478046655655) | > loss_disc_real_2: 0.20327520370483398 (0.23992326110601425) | > loss_disc_real_3: 0.26256006956100464 (0.25411345064640045) | > loss_disc_real_4: 0.3108814060688019 (0.27215432694980074) | > loss_disc_real_5: 0.2918737232685089 (0.2742683195642063) | > loss_0: 2.2726314067840576 (2.4442745617457797) | > loss_gen: 2.4403069019317627 (2.4659994670322964) | > loss_kl: 3.2602474689483643 (2.9613110848835538) | > loss_feat: 6.405273914337158 (6.8134123257228305) | > loss_mel: 18.916128158569336 (17.607484545026505) | > loss_duration: 2.4695558547973633 (2.350712776184082) | > loss_1: 33.491512298583984 (32.19892052241734)  --> STEP: 15 | > loss_disc: 2.3067879676818848 (2.435108788808187) | > loss_disc_real_0: 0.14480188488960266 (0.1267841855684916) | > loss_disc_real_1: 0.23770396411418915 (0.2411048819621404) | > loss_disc_real_2: 0.16690586507320404 (0.2350554347038269) | > loss_disc_real_3: 0.26512470841407776 (0.25484753449757896) | > loss_disc_real_4: 0.2471388727426529 (0.27048663000265755) | > loss_disc_real_5: 0.2273404598236084 (0.27113979558149975) | > loss_0: 2.3067879676818848 (2.435108788808187) | > loss_gen: 2.6402764320373535 (2.477617931365967) | > loss_kl: 3.1837785243988037 (2.976142247517904) | > loss_feat: 6.263061046600342 (6.776722240447998) | > loss_mel: 18.633426666259766 (17.675880686442056) | > loss_duration: 2.376525640487671 (2.3524336338043215) | > loss_1: 33.09706497192383 (32.258796819051106)  --> STEP: 16 | > loss_disc: 2.379160165786743 (2.4316119998693466) | > loss_disc_real_0: 0.1171659529209137 (0.126183046028018) | > loss_disc_real_1: 0.21014538407325745 (0.23916991334408522) | > loss_disc_real_2: 0.19797258079051971 (0.2327377563342452) | > loss_disc_real_3: 0.3057945966720581 (0.2580317258834839) | > loss_disc_real_4: 0.2637421190738678 (0.2700650980696082) | > loss_disc_real_5: 0.19563309848308563 (0.26642062701284885) | > loss_0: 2.379160165786743 (2.4316119998693466) | > loss_gen: 2.2892253398895264 (2.4658433943986893) | > loss_kl: 2.6297194957733154 (2.954490825533867) | > loss_feat: 7.520425319671631 (6.823203682899475) | > loss_mel: 18.113271713256836 (17.70321762561798) | > loss_duration: 2.3664374351501465 (2.3533088713884354) | > loss_1: 32.9190788269043 (32.30006444454193)  --> STEP: 17 | > loss_disc: 2.3054122924804688 (2.424188487670001) | > loss_disc_real_0: 0.09916947782039642 (0.12459401260404025) | > loss_disc_real_1: 0.28525933623313904 (0.24188105586697073) | > loss_disc_real_2: 0.1888585090637207 (0.23015662414186142) | > loss_disc_real_3: 0.24728162586688995 (0.25739936705897837) | > loss_disc_real_4: 0.2478344589471817 (0.2687574134153478) | > loss_disc_real_5: 0.29687830805778503 (0.2682122553096098) | > loss_0: 2.3054122924804688 (2.424188487670001) | > loss_gen: 2.610438823699951 (2.4743490078869987) | > loss_kl: 2.8146660327911377 (2.946265837725471) | > loss_feat: 6.074470043182373 (6.779160527621999) | > loss_mel: 17.24832534790039 (17.676459256340475) | > loss_duration: 2.4358601570129395 (2.3581648293663475) | > loss_1: 31.183761596679688 (32.23439957113827)  --> STEP: 18 | > loss_disc: 2.3590645790100098 (2.420570492744446) | > loss_disc_real_0: 0.11272367835044861 (0.12393454958995183) | > loss_disc_real_1: 0.2423856109380722 (0.24190908670425415) | > loss_disc_real_2: 0.2144203782081604 (0.2292823882566558) | > loss_disc_real_3: 0.22239583730697632 (0.25545472651720047) | > loss_disc_real_4: 0.23497892916202545 (0.2668808309568299) | > loss_disc_real_5: 0.2240152806043625 (0.26575686782598495) | > loss_0: 2.3590645790100098 (2.420570492744446) | > loss_gen: 2.5230584144592285 (2.4770550860299005) | > loss_kl: 2.5382232666015625 (2.923596805996365) | > loss_feat: 10.173174858093262 (6.967716879314846) | > loss_mel: 17.799684524536133 (17.683305104573567) | > loss_duration: 2.243887186050415 (2.3518160714043512) | > loss_1: 35.27803039550781 (32.403490172492134)  --> STEP: 19 | > loss_disc: 2.6139512062072754 (2.4307484250319633) | > loss_disc_real_0: 0.10285960137844086 (0.122825341789346) | > loss_disc_real_1: 0.270588219165802 (0.24341851472854614) | > loss_disc_real_2: 0.2594304382801056 (0.2308691277315742) | > loss_disc_real_3: 0.290008008480072 (0.25727332030472) | > loss_disc_real_4: 0.24521088600158691 (0.26574030753813294) | > loss_disc_real_5: 0.2950648367404938 (0.26729939250569595) | > loss_0: 2.6139512062072754 (2.4307484250319633) | > loss_gen: 2.260786533355713 (2.4656725306259957) | > loss_kl: 2.151641845703125 (2.8829675975598787) | > loss_feat: 7.053060054779053 (6.97220862539191) | > loss_mel: 17.6153621673584 (17.679729160509613) | > loss_duration: 2.3583784103393555 (2.352161457664088) | > loss_1: 31.439228057861328 (32.35273953487999)  --> STEP: 20 | > loss_disc: 2.3461554050445557 (2.426518774032593) | > loss_disc_real_0: 0.06474392116069794 (0.11992127075791359) | > loss_disc_real_1: 0.20805539190769196 (0.24165035858750344) | > loss_disc_real_2: 0.24738916754722595 (0.23169512972235679) | > loss_disc_real_3: 0.2835440933704376 (0.25858685895800587) | > loss_disc_real_4: 0.23090265691280365 (0.26399842500686643) | > loss_disc_real_5: 0.2794683277606964 (0.26790783926844597) | > loss_0: 2.3461554050445557 (2.426518774032593) | > loss_gen: 2.4836783409118652 (2.4665728211402893) | > loss_kl: 2.048729419708252 (2.8412556886672973) | > loss_feat: 5.7778191566467285 (6.9124891519546505) | > loss_mel: 18.6385555267334 (17.7276704788208) | > loss_duration: 2.2767505645751953 (2.3483909130096436) | > loss_1: 31.22553253173828 (32.2963791847229)  --> STEP: 21 | > loss_disc: 2.238859176635742 (2.4175826027279808) | > loss_disc_real_0: 0.07721486687660217 (0.11788763247785114) | > loss_disc_real_1: 0.1430041790008545 (0.23695292146432967) | > loss_disc_real_2: 0.23254133760929108 (0.23173542533602035) | > loss_disc_real_3: 0.2453744113445282 (0.2579576947859355) | > loss_disc_real_4: 0.2646084427833557 (0.26402747347241357) | > loss_disc_real_5: 0.38682350516319275 (0.2735704900253387) | > loss_0: 2.238859176635742 (2.4175826027279808) | > loss_gen: 2.7961058616638184 (2.4822648706890287) | > loss_kl: 2.7390828132629395 (2.8363903136480424) | > loss_feat: 7.540440559387207 (6.94239159992763) | > loss_mel: 15.295341491699219 (17.61184528895787) | > loss_duration: 2.1044867038726807 (2.3367764268602644) | > loss_1: 30.4754581451416 (32.20966865902855)  --> STEP: 22 | > loss_disc: 2.4095263481140137 (2.417216409336437) | > loss_disc_real_0: 0.10808179527521133 (0.11744191260500388) | > loss_disc_real_1: 0.24154137074947357 (0.23716148734092712) | > loss_disc_real_2: 0.32606491446495056 (0.23602312938733536) | > loss_disc_real_3: 0.21566355228424072 (0.2560352337631312) | > loss_disc_real_4: 0.26057547330856323 (0.2638705643740567) | > loss_disc_real_5: 0.2580336332321167 (0.2728642692620104) | > loss_0: 2.4095263481140137 (2.417216409336437) | > loss_gen: 2.566370725631714 (2.4860878640955146) | > loss_kl: 1.8595284223556519 (2.7919875004074792) | > loss_feat: 9.080708503723145 (7.039587822827426) | > loss_mel: 18.91551399230957 (17.67110295729204) | > loss_duration: 2.1779258251190186 (2.329555944962935) | > loss_1: 34.60004806518555 (32.31832226839933)  --> STEP: 23 | > loss_disc: 2.518494129180908 (2.4216197884601094) | > loss_disc_real_0: 0.14337974786758423 (0.11856964457294215) | > loss_disc_real_1: 0.2509338855743408 (0.23776028726411902) | > loss_disc_real_2: 0.23142431676387787 (0.2358231810124024) | > loss_disc_real_3: 0.3149881362915039 (0.25859840343827784) | > loss_disc_real_4: 0.25965943932533264 (0.2636874719806339) | > loss_disc_real_5: 0.2297409623861313 (0.2709893428761026) | > loss_0: 2.518494129180908 (2.4216197884601094) | > loss_gen: 2.334974765777588 (2.4795177293860395) | > loss_kl: 2.5268986225128174 (2.780461897020755) | > loss_feat: 7.303380012512207 (7.0510570484658945) | > loss_mel: 17.6601505279541 (17.67062676471213) | > loss_duration: 2.2643301486968994 (2.326720040777455) | > loss_1: 32.0897331237793 (32.308383609937586)  --> STEP: 24 | > loss_disc: 2.4756100177764893 (2.423869381348292) | > loss_disc_real_0: 0.08750908076763153 (0.11727545441438754) | > loss_disc_real_1: 0.2661001682281494 (0.2389411156376203) | > loss_disc_real_2: 0.19181258976459503 (0.2339894063770771) | > loss_disc_real_3: 0.3663005530834198 (0.2630859930068254) | > loss_disc_real_4: 0.32112374901771545 (0.2660806501905123) | > loss_disc_real_5: 0.2881688177585602 (0.27170515432953835) | > loss_0: 2.4756100177764893 (2.423869381348292) | > loss_gen: 2.5293328762054443 (2.4815933605035148) | > loss_kl: 2.201754331588745 (2.7563490817944207) | > loss_feat: 6.0334672927856445 (7.008657475312551) | > loss_mel: 18.174121856689453 (17.69160572687785) | > loss_duration: 2.3871216773986816 (2.329236775636673) | > loss_1: 31.32579803466797 (32.26744254430135)  --> STEP: 25 | > loss_disc: 2.719062566757202 (2.4356771087646485) | > loss_disc_real_0: 0.16186697781085968 (0.11905911535024644) | > loss_disc_real_1: 0.3589051067829132 (0.24373967528343202) | > loss_disc_real_2: 0.2566242814064026 (0.2348948013782501) | > loss_disc_real_3: 0.30773475766181946 (0.2648719435930251) | > loss_disc_real_4: 0.24484267830848694 (0.2652311313152313) | > loss_disc_real_5: 0.28880774974823 (0.272389258146286) | > loss_0: 2.719062566757202 (2.4356771087646485) | > loss_gen: 2.315242052078247 (2.474939308166504) | > loss_kl: 2.446870803833008 (2.7439699506759645) | > loss_feat: 5.441189289093018 (6.945958747863769) | > loss_mel: 13.577324867248535 (17.527034492492675) | > loss_duration: 2.3402605056762695 (2.3296777248382567) | > loss_1: 26.120887756347656 (32.021580352783204)  --> STEP: 26 | > loss_disc: 2.7933387756347656 (2.4494333267211914) | > loss_disc_real_0: 0.08910917490720749 (0.1179071945639757) | > loss_disc_real_1: 0.2982710301876068 (0.24583703508743873) | > loss_disc_real_2: 0.20922033488750458 (0.23390732189783683) | > loss_disc_real_3: 0.23801636695861816 (0.2638390367993941) | > loss_disc_real_4: 0.25630563497543335 (0.2648878429944698) | > loss_disc_real_5: 0.20442083477973938 (0.26977508801680344) | > loss_0: 2.7933387756347656 (2.4494333267211914) | > loss_gen: 1.9370203018188477 (2.4542501156146708) | > loss_kl: 2.4755377769470215 (2.733645636301774) | > loss_feat: 6.640588283538818 (6.934213730005117) | > loss_mel: 19.431058883666992 (17.600266199845535) | > loss_duration: 2.3044545650482178 (2.328707603307871) | > loss_1: 32.788658142089844 (32.05108334467961) --> EVAL PERFORMANCE | > avg_loader_time: 0.002485211078937237 (+7.643149449275107e-05) | > avg_loss_disc: 2.4494333267211914 (+0.08172597334935139) | > avg_loss_disc_real_0: 0.1179071945639757 (-0.05682764517573209) | > avg_loss_disc_real_1: 0.24583703508743873 (+0.08370900899171829) | > avg_loss_disc_real_2: 0.23390732189783683 (+0.04054666453829178) | > avg_loss_disc_real_3: 0.2638390367993941 (+0.041259642403859265) | > avg_loss_disc_real_4: 0.2648878429944698 (+0.024267499836591544) | > avg_loss_disc_real_5: 0.26977508801680344 (+0.053937084686297626) | > avg_loss_0: 2.4494333267211914 (+0.08172597334935139) | > avg_loss_gen: 2.4542501156146708 (+0.03759192961912916) | > avg_loss_kl: 2.733645636301774 (+0.03437471848267748) | > avg_loss_feat: 6.934213730005117 (-0.5720682877760668) | > avg_loss_mel: 17.600266199845535 (-0.39354980908906967) | > avg_loss_duration: 2.328707603307871 (+0.005404123893151258) | > avg_loss_1: 32.05108334467961 (-0.8882472698505097)  > EPOCH: 495/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:55:26)   --> TIME: 2024-06-11 12:55:36 -- STEP: 24/330 -- GLOBAL_STEP: 251375 | > loss_disc: 2.3262479305267334 (2.35290989279747) | > loss_disc_real_0: 0.10913112759590149 (0.10846738858769338) | > loss_disc_real_1: 0.18636253476142883 (0.19933726638555527) | > loss_disc_real_2: 0.21064051985740662 (0.21248178059856096) | > loss_disc_real_3: 0.24481283128261566 (0.2345095593482256) | > loss_disc_real_4: 0.24968034029006958 (0.23337242752313614) | > loss_disc_real_5: 0.20339465141296387 (0.22361795790493488) | > loss_0: 2.3262479305267334 (2.35290989279747) | > grad_norm_0: tensor(9.3521, device='cuda:0') (tensor(9.6403, device='cuda:0')) | > loss_gen: 2.421902894973755 (2.4698550105094914) | > loss_kl: 2.1404638290405273 (1.9079509476820629) | > loss_feat: 6.686561107635498 (6.737262348333995) | > loss_mel: 17.621620178222656 (17.87336691220601) | > loss_duration: 1.9957202672958374 (2.0734226157267885) | > loss_1: 30.866268157958984 (31.06185817718506) | > grad_norm_1: tensor(167.3290, device='cuda:0') (tensor(105.9520, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3671 (0.3611058791478475) | > loader_time: 0.0031 (0.003186961015065511)  --> TIME: 2024-06-11 12:55:45 -- STEP: 49/330 -- GLOBAL_STEP: 251400 | > loss_disc: 2.3087780475616455 (2.3484617301395962) | > loss_disc_real_0: 0.10410583764314651 (0.1083089316986045) | > loss_disc_real_1: 0.19074122607707977 (0.19913745534663296) | > loss_disc_real_2: 0.20476801693439484 (0.212508426028855) | > loss_disc_real_3: 0.2126539945602417 (0.23091530100423463) | > loss_disc_real_4: 0.21789555251598358 (0.2296746564762933) | > loss_disc_real_5: 0.18993297219276428 (0.2205188754869967) | > loss_0: 2.3087780475616455 (2.3484617301395962) | > grad_norm_0: tensor(6.9214, device='cuda:0') (tensor(10.0452, device='cuda:0')) | > loss_gen: 2.451345443725586 (2.4714086980235828) | > loss_kl: 2.013429880142212 (1.8931503198584732) | > loss_feat: 7.128397464752197 (6.871947726424859) | > loss_mel: 17.57648277282715 (17.851966468655338) | > loss_duration: 1.9731051921844482 (2.0311363789500017) | > loss_1: 31.14276123046875 (31.11960963813626) | > grad_norm_1: tensor(149.5281, device='cuda:0') (tensor(113.6379, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3674 (0.3612317163117078) | > loader_time: 0.0032 (0.0032763286512725205)  --> TIME: 2024-06-11 12:55:54 -- STEP: 74/330 -- GLOBAL_STEP: 251425 | > loss_disc: 2.3808555603027344 (2.3469810743589647) | > loss_disc_real_0: 0.1025160551071167 (0.10949544487772761) | > loss_disc_real_1: 0.13267718255519867 (0.19799850941509814) | > loss_disc_real_2: 0.25596827268600464 (0.21383123744178462) | > loss_disc_real_3: 0.23442499339580536 (0.2299729436635971) | > loss_disc_real_4: 0.21953941881656647 (0.23014912935527596) | > loss_disc_real_5: 0.20348358154296875 (0.22000105679035187) | > loss_0: 2.3808555603027344 (2.3469810743589647) | > grad_norm_0: tensor(8.4053, device='cuda:0') (tensor(10.1538, device='cuda:0')) | > loss_gen: 2.5216760635375977 (2.477623530336329) | > loss_kl: 1.8705235719680786 (1.8914958351367228) | > loss_feat: 7.675772190093994 (6.99827181970751) | > loss_mel: 17.854568481445312 (17.9266110497552) | > loss_duration: 1.930046558380127 (2.0155545473098746) | > loss_1: 31.852584838867188 (31.3095567806347) | > grad_norm_1: tensor(172.0897, device='cuda:0') (tensor(117.7385, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.355 (0.361736503807274) | > loader_time: 0.0036 (0.0034003000001649607)  --> TIME: 2024-06-11 12:56:04 -- STEP: 99/330 -- GLOBAL_STEP: 251450 | > loss_disc: 2.294351577758789 (2.3438107100400045) | > loss_disc_real_0: 0.1297302544116974 (0.11139252533515294) | > loss_disc_real_1: 0.1699681282043457 (0.19893783963087833) | > loss_disc_real_2: 0.1942831426858902 (0.21252736419138282) | > loss_disc_real_3: 0.21910595893859863 (0.22864884559554283) | > loss_disc_real_4: 0.2342640608549118 (0.22983088999083548) | > loss_disc_real_5: 0.2097831666469574 (0.21942571844115402) | > loss_0: 2.294351577758789 (2.3438107100400045) | > grad_norm_0: tensor(15.3554, device='cuda:0') (tensor(11.0855, device='cuda:0')) | > loss_gen: 2.4473087787628174 (2.4803857249442998) | > loss_kl: 1.925087809562683 (1.9039278608379941) | > loss_feat: 6.800480842590332 (6.9920108294246175) | > loss_mel: 18.05119514465332 (17.878376276806144) | > loss_duration: 2.0289900302886963 (2.015848174239649) | > loss_1: 31.253063201904297 (31.270548887927124) | > grad_norm_1: tensor(229.5053, device='cuda:0') (tensor(127.1108, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3865 (0.36405315062012333) | > loader_time: 0.0041 (0.00349686121699786)  --> TIME: 2024-06-11 12:56:13 -- STEP: 124/330 -- GLOBAL_STEP: 251475 | > loss_disc: 2.347517967224121 (2.356753703086606) | > loss_disc_real_0: 0.15380385518074036 (0.11243282871380929) | > loss_disc_real_1: 0.25180506706237793 (0.1996639873231611) | > loss_disc_real_2: 0.23071181774139404 (0.21320843732645434) | > loss_disc_real_3: 0.17945797741413116 (0.22914449894620526) | > loss_disc_real_4: 0.19898679852485657 (0.2301318390715507) | > loss_disc_real_5: 0.22715140879154205 (0.22042487525651533) | > loss_0: 2.347517967224121 (2.356753703086606) | > grad_norm_0: tensor(30.0191, device='cuda:0') (tensor(11.9590, device='cuda:0')) | > loss_gen: 2.5061960220336914 (2.4818398375665) | > loss_kl: 1.8400059938430786 (1.9053652219233974) | > loss_feat: 7.206002712249756 (6.9982690195883475) | > loss_mel: 18.42753791809082 (17.894414317223333) | > loss_duration: 2.0213208198547363 (2.0178642263335567) | > loss_1: 32.00106430053711 (31.297752672626125) | > grad_norm_1: tensor(489.8517, device='cuda:0') (tensor(130.4082, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3629 (0.3655701318094807) | > loader_time: 0.0038 (0.003581833454870409)  --> TIME: 2024-06-11 12:56:23 -- STEP: 149/330 -- GLOBAL_STEP: 251500 | > loss_disc: 2.2381410598754883 (2.3622779558168956) | > loss_disc_real_0: 0.09505161643028259 (0.11371872314070695) | > loss_disc_real_1: 0.17331334948539734 (0.1988225386246739) | > loss_disc_real_2: 0.19704869389533997 (0.2118955181549059) | > loss_disc_real_3: 0.2200191468000412 (0.2299956641341216) | > loss_disc_real_4: 0.2198389768600464 (0.2323150115725178) | > loss_disc_real_5: 0.1843390315771103 (0.22184841204809663) | > loss_0: 2.2381410598754883 (2.3622779558168956) | > grad_norm_0: tensor(28.0577, device='cuda:0') (tensor(14.4176, device='cuda:0')) | > loss_gen: 2.5139870643615723 (2.480446956301696) | > loss_kl: 1.9541956186294556 (1.9149373049704022) | > loss_feat: 6.87129020690918 (7.007864500852239) | > loss_mel: 17.996326446533203 (17.89106960424641) | > loss_duration: 2.0636677742004395 (2.0211375959767586) | > loss_1: 31.399465560913086 (31.31545598074894) | > grad_norm_1: tensor(61.7102, device='cuda:0') (tensor(152.2009, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3821 (0.36722590299260693) | > loader_time: 0.0043 (0.003690657199629202) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_251500.pth  --> TIME: 2024-06-11 12:56:37 -- STEP: 174/330 -- GLOBAL_STEP: 251525 | > loss_disc: 2.4301557540893555 (2.368000182612187) | > loss_disc_real_0: 0.14352524280548096 (0.1150794572186196) | > loss_disc_real_1: 0.24441099166870117 (0.19932975885511814) | > loss_disc_real_2: 0.24824850261211395 (0.21269888653494842) | > loss_disc_real_3: 0.2246919870376587 (0.2303400189540852) | > loss_disc_real_4: 0.211557999253273 (0.232093154013842) | > loss_disc_real_5: 0.21646155416965485 (0.2219354840016913) | > loss_0: 2.4301557540893555 (2.368000182612187) | > grad_norm_0: tensor(37.3709, device='cuda:0') (tensor(17.0512, device='cuda:0')) | > loss_gen: 2.4197282791137695 (2.479870069986103) | > loss_kl: 1.9164189100265503 (1.9183112122546668) | > loss_feat: 6.55549430847168 (6.996247217572969) | > loss_mel: 17.825807571411133 (17.87361887131614) | > loss_duration: 2.104686737060547 (2.0259789625803633) | > loss_1: 30.82213592529297 (31.294026407702216) | > grad_norm_1: tensor(357.4220, device='cuda:0') (tensor(172.7370, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3754 (0.37132194124419116) | > loader_time: 0.0045 (0.0038230953545405955)  --> TIME: 2024-06-11 12:56:47 -- STEP: 199/330 -- GLOBAL_STEP: 251550 | > loss_disc: 2.3446521759033203 (2.3679004134844286) | > loss_disc_real_0: 0.17532828450202942 (0.11567283721275665) | > loss_disc_real_1: 0.2194453626871109 (0.19890514293208195) | > loss_disc_real_2: 0.18630051612854004 (0.21340309577671124) | > loss_disc_real_3: 0.23026341199874878 (0.23058270861455543) | > loss_disc_real_4: 0.22589464485645294 (0.23165516420524923) | > loss_disc_real_5: 0.21518518030643463 (0.22203143659848065) | > loss_0: 2.3446521759033203 (2.3679004134844286) | > grad_norm_0: tensor(59.2821, device='cuda:0') (tensor(19.6746, device='cuda:0')) | > loss_gen: 2.5614776611328125 (2.4823230822481714) | > loss_kl: 1.92222261428833 (1.9187025143273513) | > loss_feat: 6.29113245010376 (7.006939641195326) | > loss_mel: 17.285484313964844 (17.841815881393664) | > loss_duration: 2.150148868560791 (2.0341555137730123) | > loss_1: 30.210466384887695 (31.283936658696312) | > grad_norm_1: tensor(83.8118, device='cuda:0') (tensor(196.1201, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3831 (0.37321585866075063) | > loader_time: 0.0048 (0.003942185310862173)  --> TIME: 2024-06-11 12:56:58 -- STEP: 224/330 -- GLOBAL_STEP: 251575 | > loss_disc: 2.2778844833374023 (2.3664612653000003) | > loss_disc_real_0: 0.0894305408000946 (0.11547387507744133) | > loss_disc_real_1: 0.16889122128486633 (0.19917631362165725) | > loss_disc_real_2: 0.2041209638118744 (0.21378316710303932) | > loss_disc_real_3: 0.19289173185825348 (0.22972614264913968) | > loss_disc_real_4: 0.2125415951013565 (0.23151388757729105) | > loss_disc_real_5: 0.20104707777500153 (0.22200670392651642) | > loss_0: 2.2778844833374023 (2.3664612653000003) | > grad_norm_0: tensor(18.8892, device='cuda:0') (tensor(21.2807, device='cuda:0')) | > loss_gen: 2.4772789478302 (2.4889754833919673) | > loss_kl: 1.913089632987976 (1.925924492733819) | > loss_feat: 8.152750015258789 (7.024904257484844) | > loss_mel: 18.34808921813965 (17.811544494969507) | > loss_duration: 2.137923240661621 (2.0413099836025923) | > loss_1: 33.02913284301758 (31.29265876327242) | > grad_norm_1: tensor(347.4083, device='cuda:0') (tensor(210.9112, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.3887 (0.37607697929654804) | > loader_time: 0.0049 (0.0040714091488293245)  --> TIME: 2024-06-11 12:57:08 -- STEP: 249/330 -- GLOBAL_STEP: 251600 | > loss_disc: 2.311185598373413 (2.3673824028796453) | > loss_disc_real_0: 0.0653771162033081 (0.11689009008757081) | > loss_disc_real_1: 0.18769322335720062 (0.19880799129306073) | > loss_disc_real_2: 0.21530507504940033 (0.21340135751239744) | > loss_disc_real_3: 0.24219901859760284 (0.22971371618140654) | > loss_disc_real_4: 0.21436375379562378 (0.23164639379604754) | > loss_disc_real_5: 0.22903309762477875 (0.2221694473760674) | > loss_0: 2.311185598373413 (2.3673824028796453) | > grad_norm_0: tensor(32.9483, device='cuda:0') (tensor(23.3251, device='cuda:0')) | > loss_gen: 2.4776811599731445 (2.490659324040854) | > loss_kl: 2.03595232963562 (1.9309388940114094) | > loss_feat: 6.883265018463135 (7.017134042150046) | > loss_mel: 17.7966251373291 (17.779558289003187) | > loss_duration: 2.102564811706543 (2.0491109162449352) | > loss_1: 31.29608917236328 (31.26740153056072) | > grad_norm_1: tensor(339.9078, device='cuda:0') (tensor(226.3915, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.4097 (0.3794714437431121) | > loader_time: 0.0055 (0.0042082018641582935)  --> TIME: 2024-06-11 12:57:19 -- STEP: 274/330 -- GLOBAL_STEP: 251625 | > loss_disc: 2.321711301803589 (2.3645301717911313) | > loss_disc_real_0: 0.10236252844333649 (0.11730533297153285) | > loss_disc_real_1: 0.267915278673172 (0.19874151850486324) | > loss_disc_real_2: 0.2078748643398285 (0.21297863414035226) | > loss_disc_real_3: 0.2512173652648926 (0.22950464840570506) | > loss_disc_real_4: 0.2165544480085373 (0.23122186202855005) | > loss_disc_real_5: 0.21713176369667053 (0.22207498980047058) | > loss_0: 2.321711301803589 (2.3645301717911313) | > grad_norm_0: tensor(62.4550, device='cuda:0') (tensor(25.2075, device='cuda:0')) | > loss_gen: 2.4279959201812744 (2.495659420090001) | > loss_kl: 1.989741325378418 (1.9345744500195023) | > loss_feat: 7.432864189147949 (7.0366681457436) | > loss_mel: 16.844148635864258 (17.730854598275073) | > loss_duration: 2.1361947059631348 (2.057137247419705) | > loss_1: 30.830944061279297 (31.254893915496602) | > grad_norm_1: tensor(603.5626, device='cuda:0') (tensor(245.5441, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.457 (0.38481538661204984) | > loader_time: 0.0063 (0.004367402870289601)  --> TIME: 2024-06-11 12:57:31 -- STEP: 299/330 -- GLOBAL_STEP: 251650 | > loss_disc: 2.37880802154541 (2.367321672248201) | > loss_disc_real_0: 0.1768139898777008 (0.11886651173582842) | > loss_disc_real_1: 0.16571606695652008 (0.19909711481137418) | > loss_disc_real_2: 0.18341606855392456 (0.21304764297096226) | > loss_disc_real_3: 0.2170514166355133 (0.22917291223006106) | > loss_disc_real_4: 0.19260519742965698 (0.23089292720209395) | > loss_disc_real_5: 0.18654032051563263 (0.2219624105205504) | > loss_0: 2.37880802154541 (2.367321672248201) | > grad_norm_0: tensor(49.0904, device='cuda:0') (tensor(27.5743, device='cuda:0')) | > loss_gen: 2.3867974281311035 (2.4951495765443634) | > loss_kl: 1.9266693592071533 (1.9361285740715206) | > loss_feat: 7.501019477844238 (7.050606078527444) | > loss_mel: 18.62377166748047 (17.697750448781917) | > loss_duration: 2.236903667449951 (2.0673871917469446) | > loss_1: 32.6751594543457 (31.24702192070492) | > grad_norm_1: tensor(376.8266, device='cuda:0') (tensor(256.5981, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.4655 (0.3912324020296435) | > loader_time: 0.0066 (0.004559368592839578)  --> TIME: 2024-06-11 12:57:45 -- STEP: 324/330 -- GLOBAL_STEP: 251675 | > loss_disc: 2.511434555053711 (2.3723097576035386) | > loss_disc_real_0: 0.20644046366214752 (0.11987361505075737) | > loss_disc_real_1: 0.33533477783203125 (0.20036626119672515) | > loss_disc_real_2: 0.24667437374591827 (0.21374465511352927) | > loss_disc_real_3: 0.23935315012931824 (0.22967586312213062) | > loss_disc_real_4: 0.25981199741363525 (0.2308793055974407) | > loss_disc_real_5: 0.2026904970407486 (0.2221007895782406) | > loss_0: 2.511434555053711 (2.3723097576035386) | > grad_norm_0: tensor(13.4690, device='cuda:0') (tensor(27.3861, device='cuda:0')) | > loss_gen: 2.497450590133667 (2.4902718758877413) | > loss_kl: 1.9562554359436035 (1.9396612835519107) | > loss_feat: 9.98531723022461 (7.109534237119886) | > loss_mel: 17.545087814331055 (17.65137967356931) | > loss_duration: 2.263622760772705 (2.081569220548794) | > loss_1: 34.24773406982422 (31.27241635028227) | > grad_norm_1: tensor(71.6761, device='cuda:0') (tensor(257.5035, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.643 (0.4032680524720086) | > loader_time: 0.0088 (0.004850253646756399)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4899725914001465 (2.4899725914001465) | > loss_disc_real_0: 0.1261764019727707 (0.1261764019727707) | > loss_disc_real_1: 0.24793176352977753 (0.24793176352977753) | > loss_disc_real_2: 0.2844255864620209 (0.2844255864620209) | > loss_disc_real_3: 0.21085481345653534 (0.21085481345653534) | > loss_disc_real_4: 0.2605741024017334 (0.2605741024017334) | > loss_disc_real_5: 0.25583121180534363 (0.25583121180534363) | > loss_0: 2.4899725914001465 (2.4899725914001465) | > loss_gen: 2.4194071292877197 (2.4194071292877197) | > loss_kl: 1.8371895551681519 (1.8371895551681519) | > loss_feat: 4.606477737426758 (4.606477737426758) | > loss_mel: 15.518291473388672 (15.518291473388672) | > loss_duration: 2.9080026149749756 (2.9080026149749756) | > loss_1: 27.289369583129883 (27.289369583129883)  --> STEP: 1 | > loss_disc: 2.4651479721069336 (2.4651479721069336) | > loss_disc_real_0: 0.11371304839849472 (0.11371304839849472) | > loss_disc_real_1: 0.1445862352848053 (0.1445862352848053) | > loss_disc_real_2: 0.1951875537633896 (0.1951875537633896) | > loss_disc_real_3: 0.2405114769935608 (0.2405114769935608) | > loss_disc_real_4: 0.26162806153297424 (0.26162806153297424) | > loss_disc_real_5: 0.26133179664611816 (0.26133179664611816) | > loss_0: 2.4651479721069336 (2.4651479721069336) | > loss_gen: 2.1596882343292236 (2.1596882343292236) | > loss_kl: 2.5065340995788574 (2.5065340995788574) | > loss_feat: 6.158659934997559 (6.158659934997559) | > loss_mel: 19.206161499023438 (19.206161499023438) | > loss_duration: 2.3824386596679688 (2.3824386596679688) | > loss_1: 32.413482666015625 (32.413482666015625)  --> STEP: 2 | > loss_disc: 2.021653175354004 (2.2434005737304688) | > loss_disc_real_0: 0.06066068261861801 (0.08718686550855637) | > loss_disc_real_1: 0.18830056488513947 (0.16644340008497238) | > loss_disc_real_2: 0.24137139320373535 (0.21827947348356247) | > loss_disc_real_3: 0.21054132282733917 (0.22552639991044998) | > loss_disc_real_4: 0.19880299270153046 (0.23021552711725235) | > loss_disc_real_5: 0.19431601464748383 (0.227823905646801) | > loss_0: 2.021653175354004 (2.2434005737304688) | > loss_gen: 2.6285195350646973 (2.3941038846969604) | > loss_kl: 3.106644630432129 (2.806589365005493) | > loss_feat: 6.574909210205078 (6.366784572601318) | > loss_mel: 18.298139572143555 (18.752150535583496) | > loss_duration: 2.513751983642578 (2.4480953216552734) | > loss_1: 33.12196350097656 (32.767723083496094)  --> STEP: 3 | > loss_disc: 2.396044969558716 (2.2942820390065513) | > loss_disc_real_0: 0.14585435390472412 (0.10674269497394562) | > loss_disc_real_1: 0.15483805537223816 (0.16257495184739432) | > loss_disc_real_2: 0.21483071148395538 (0.2171298861503601) | > loss_disc_real_3: 0.27138981223106384 (0.24081420401732126) | > loss_disc_real_4: 0.18520846962928772 (0.21521317462126413) | > loss_disc_real_5: 0.20868749916553497 (0.221445103486379) | > loss_0: 2.396044969558716 (2.2942820390065513) | > loss_gen: 2.2328689098358154 (2.3403588930765786) | > loss_kl: 3.252902030944824 (2.955360253651937) | > loss_feat: 6.775217056274414 (6.502928733825684) | > loss_mel: 18.486541748046875 (18.66361427307129) | > loss_duration: 2.2797651290893555 (2.3919852574666343) | > loss_1: 33.02729415893555 (32.85424677530924)  --> STEP: 4 | > loss_disc: 2.2829174995422363 (2.2914409041404724) | > loss_disc_real_0: 0.11031318455934525 (0.10763531737029552) | > loss_disc_real_1: 0.1464165598154068 (0.15853535383939743) | > loss_disc_real_2: 0.15526212751865387 (0.20166294649243355) | > loss_disc_real_3: 0.1711663454771042 (0.223402239382267) | > loss_disc_real_4: 0.1895672082901001 (0.20880168303847313) | > loss_disc_real_5: 0.20164020359516144 (0.2164938785135746) | > loss_0: 2.2829174995422363 (2.2914409041404724) | > loss_gen: 2.203174591064453 (2.3060628175735474) | > loss_kl: 2.6900064945220947 (2.8890218138694763) | > loss_feat: 8.963881492614746 (7.118166923522949) | > loss_mel: 17.601411819458008 (18.39806365966797) | > loss_duration: 2.344942331314087 (2.3802245259284973) | > loss_1: 33.80341720581055 (33.09153938293457)  --> STEP: 5 | > loss_disc: 2.4535038471221924 (2.3238534927368164) | > loss_disc_real_0: 0.14949199557304382 (0.11600665301084519) | > loss_disc_real_1: 0.22929473221302032 (0.17268722951412202) | > loss_disc_real_2: 0.1837858408689499 (0.19808752536773683) | > loss_disc_real_3: 0.2312520444393158 (0.22497220039367677) | > loss_disc_real_4: 0.22219273447990417 (0.21147989332675934) | > loss_disc_real_5: 0.24089719355106354 (0.2213745415210724) | > loss_0: 2.4535038471221924 (2.3238534927368164) | > loss_gen: 2.1531827449798584 (2.2754868030548097) | > loss_kl: 2.199488639831543 (2.7511151790618897) | > loss_feat: 5.203834533691406 (6.735300445556641) | > loss_mel: 18.38849639892578 (18.396150207519533) | > loss_duration: 2.4807844161987305 (2.400336503982544) | > loss_1: 30.42578887939453 (32.558389282226564)  --> STEP: 6 | > loss_disc: 2.256577730178833 (2.3126408656438193) | > loss_disc_real_0: 0.15329940617084503 (0.12222211187084515) | > loss_disc_real_1: 0.1858118325471878 (0.1748746633529663) | > loss_disc_real_2: 0.18564651906490326 (0.19601402431726456) | > loss_disc_real_3: 0.1930122971534729 (0.2196455498536428) | > loss_disc_real_4: 0.24217897653579712 (0.2165964071949323) | > loss_disc_real_5: 0.21164672076702118 (0.21975323806206384) | > loss_0: 2.256577730178833 (2.3126408656438193) | > loss_gen: 2.4260165691375732 (2.300575097401937) | > loss_kl: 2.5152788162231445 (2.7118091185887656) | > loss_feat: 5.566891193389893 (6.540565570195516) | > loss_mel: 17.300106048583984 (18.213476181030273) | > loss_duration: 2.1723995208740234 (2.3623470067977905) | > loss_1: 29.98069190979004 (32.128773053487144)  --> STEP: 7 | > loss_disc: 2.286080837249756 (2.308846575873239) | > loss_disc_real_0: 0.10735755413770676 (0.12009860362325396) | > loss_disc_real_1: 0.18843118846416473 (0.17681130979742324) | > loss_disc_real_2: 0.1652522087097168 (0.191619479230472) | > loss_disc_real_3: 0.2134842425584793 (0.21876536309719086) | > loss_disc_real_4: 0.2767261862754822 (0.22518637563501084) | > loss_disc_real_5: 0.25007447600364685 (0.22408484348229) | > loss_0: 2.286080837249756 (2.308846575873239) | > loss_gen: 2.3869407176971436 (2.312913043158395) | > loss_kl: 3.447359561920166 (2.816887753350394) | > loss_feat: 6.407670497894287 (6.521580559866769) | > loss_mel: 18.08197593688965 (18.194690431867325) | > loss_duration: 2.5434274673461914 (2.388215644018991) | > loss_1: 32.867374420166016 (32.234287534441265)  --> STEP: 8 | > loss_disc: 2.3145434856414795 (2.309558689594269) | > loss_disc_real_0: 0.08496598899364471 (0.1157070267945528) | > loss_disc_real_1: 0.15684281289577484 (0.17431524768471718) | > loss_disc_real_2: 0.1735524982213974 (0.1893611066043377) | > loss_disc_real_3: 0.20977091789245605 (0.217641057446599) | > loss_disc_real_4: 0.23725612461566925 (0.22669509425759315) | > loss_disc_real_5: 0.24545513093471527 (0.22675612941384315) | > loss_0: 2.3145434856414795 (2.309558689594269) | > loss_gen: 2.1629440784454346 (2.294166922569275) | > loss_kl: 2.854206085205078 (2.8215525448322296) | > loss_feat: 8.22402286529541 (6.734385848045349) | > loss_mel: 19.390811920166016 (18.344205617904663) | > loss_duration: 2.260988235473633 (2.372312217950821) | > loss_1: 34.892974853515625 (32.56662344932556)  --> STEP: 9 | > loss_disc: 2.627384901046753 (2.3448727130889893) | > loss_disc_real_0: 0.13106580078601837 (0.11741355723804897) | > loss_disc_real_1: 0.31599628925323486 (0.1900575856367747) | > loss_disc_real_2: 0.19875431060791016 (0.19040479593806797) | > loss_disc_real_3: 0.2683945596218109 (0.223280335466067) | > loss_disc_real_4: 0.2811115086078644 (0.2327413625187344) | > loss_disc_real_5: 0.28550195693969727 (0.2332834435833825) | > loss_0: 2.627384901046753 (2.3448727130889893) | > loss_gen: 2.4379875659942627 (2.3101469940609403) | > loss_kl: 2.635321855545044 (2.8008602460225425) | > loss_feat: 8.533791542053223 (6.934319814046224) | > loss_mel: 18.17938995361328 (18.32589276631673) | > loss_duration: 2.1553192138671875 (2.3482018841637506) | > loss_1: 33.941810607910156 (32.719422022501625)  --> STEP: 10 | > loss_disc: 2.213294506072998 (2.33171489238739) | > loss_disc_real_0: 0.12660817801952362 (0.11833301931619644) | > loss_disc_real_1: 0.15916147828102112 (0.18696797490119935) | > loss_disc_real_2: 0.1388939768075943 (0.1852537140250206) | > loss_disc_real_3: 0.1940501630306244 (0.22035731822252275) | > loss_disc_real_4: 0.18574194610118866 (0.22804142087697982) | > loss_disc_real_5: 0.2008841335773468 (0.23004351258277894) | > loss_0: 2.213294506072998 (2.33171489238739) | > loss_gen: 2.329493761062622 (2.3120816707611085) | > loss_kl: 2.4710099697113037 (2.7678752183914184) | > loss_feat: 7.675161838531494 (7.008404016494751) | > loss_mel: 16.843347549438477 (18.177638244628906) | > loss_duration: 2.3321547508239746 (2.346597170829773) | > loss_1: 31.651168823242188 (32.612596702575686)  --> STEP: 11 | > loss_disc: 2.4400014877319336 (2.341559128327803) | > loss_disc_real_0: 0.09475439786911011 (0.11618950827555223) | > loss_disc_real_1: 0.16433952748775482 (0.18491084331815894) | > loss_disc_real_2: 0.16274352371692657 (0.18320733308792114) | > loss_disc_real_3: 0.2303476631641388 (0.2212655313990333) | > loss_disc_real_4: 0.30336064100265503 (0.23488862270658667) | > loss_disc_real_5: 0.26465722918510437 (0.23319021409208124) | > loss_0: 2.4400014877319336 (2.341559128327803) | > loss_gen: 2.122086763381958 (2.294809406453913) | > loss_kl: 2.9639227390289307 (2.785697720267556) | > loss_feat: 4.6869683265686035 (6.7973644083196465) | > loss_mel: 16.763731002807617 (18.049101222645152) | > loss_duration: 2.501461982727051 (2.3606757900931616) | > loss_1: 29.03817367553711 (32.287649154663086)  --> STEP: 12 | > loss_disc: 2.6464662551879883 (2.366968055566152) | > loss_disc_real_0: 0.1277138888835907 (0.1171498733262221) | > loss_disc_real_1: 0.2845406234264374 (0.1932133249938488) | > loss_disc_real_2: 0.2175460159778595 (0.18606888999541601) | > loss_disc_real_3: 0.2511163055896759 (0.22375309591492018) | > loss_disc_real_4: 0.24074141681194305 (0.2353763555486997) | > loss_disc_real_5: 0.25251710414886475 (0.23480078826347986) | > loss_0: 2.6464662551879883 (2.366968055566152) | > loss_gen: 2.0223021507263184 (2.2721004684766135) | > loss_kl: 2.139669418334961 (2.73186202843984) | > loss_feat: 5.660398006439209 (6.702617208162944) | > loss_mel: 15.338547706604004 (17.823221762975056) | > loss_duration: 2.265352964401245 (2.352732221285502) | > loss_1: 27.42626953125 (31.88253418604533)  --> STEP: 13 | > loss_disc: 2.4087414741516113 (2.370181395457341) | > loss_disc_real_0: 0.1233735904097557 (0.11762862079418622) | > loss_disc_real_1: 0.2064131200313568 (0.19422869384288788) | > loss_disc_real_2: 0.159410297870636 (0.18401822906274062) | > loss_disc_real_3: 0.21866008639335632 (0.22336132595172295) | > loss_disc_real_4: 0.2461557686328888 (0.2362055411705604) | > loss_disc_real_5: 0.2180279642343521 (0.23351057103047004) | > loss_0: 2.4087414741516113 (2.370181395457341) | > loss_gen: 2.099315643310547 (2.2588093280792236) | > loss_kl: 3.0580549240112305 (2.756953789637639) | > loss_feat: 5.8698577880859375 (6.638558791233943) | > loss_mel: 16.13794708251953 (17.693585249093864) | > loss_duration: 2.2417142391204834 (2.3441923765035777) | > loss_1: 29.406890869140625 (31.69210008474497)  --> STEP: 14 | > loss_disc: 2.228990316390991 (2.3600963183811734) | > loss_disc_real_0: 0.12346172332763672 (0.11804527097514697) | > loss_disc_real_1: 0.16925030946731567 (0.192444523530347) | > loss_disc_real_2: 0.1272791028022766 (0.17996543432985032) | > loss_disc_real_3: 0.16722328960895538 (0.21935146621295384) | > loss_disc_real_4: 0.20185606181621552 (0.23375200693096435) | > loss_disc_real_5: 0.15895745158195496 (0.22818534821271896) | > loss_0: 2.228990316390991 (2.3600963183811734) | > loss_gen: 2.099736213684082 (2.247446962765285) | > loss_kl: 3.1628832817077637 (2.7859487533569336) | > loss_feat: 6.535968780517578 (6.631230933325631) | > loss_mel: 19.503063201904297 (17.82283367429461) | > loss_duration: 2.3613169193267822 (2.3454155581338063) | > loss_1: 33.662967681884766 (31.832876341683523)  --> STEP: 15 | > loss_disc: 2.624621629714966 (2.3777313391367594) | > loss_disc_real_0: 0.2504437267780304 (0.1268718346953392) | > loss_disc_real_1: 0.2789808213710785 (0.19821361005306243) | > loss_disc_real_2: 0.21285487711429596 (0.18215806384881336) | > loss_disc_real_3: 0.22981208562850952 (0.22004884084065754) | > loss_disc_real_4: 0.2511080503463745 (0.2349090764919917) | > loss_disc_real_5: 0.2623893618583679 (0.23046561578909555) | > loss_0: 2.624621629714966 (2.3777313391367594) | > loss_gen: 2.2980384826660156 (2.250819730758667) | > loss_kl: 3.393190383911133 (2.8264315287272135) | > loss_feat: 7.2739033699035645 (6.674075762430827) | > loss_mel: 17.39358139038086 (17.794216855367026) | > loss_duration: 2.359753370285034 (2.3463714122772217) | > loss_1: 32.718467712402344 (31.89191576639811)  --> STEP: 16 | > loss_disc: 2.4884445667266846 (2.3846509158611298) | > loss_disc_real_0: 0.1154220774769783 (0.12615622486919165) | > loss_disc_real_1: 0.2575596570968628 (0.20192273799329996) | > loss_disc_real_2: 0.20459258556365967 (0.18356022145599127) | > loss_disc_real_3: 0.15145735442638397 (0.21576187293976545) | > loss_disc_real_4: 0.19216738641262054 (0.23223772086203098) | > loss_disc_real_5: 0.24840326607227325 (0.23158671893179417) | > loss_0: 2.4884445667266846 (2.3846509158611298) | > loss_gen: 2.1210567951202393 (2.2427095472812653) | > loss_kl: 2.627922296524048 (2.8140247017145157) | > loss_feat: 6.335782527923584 (6.652932435274124) | > loss_mel: 17.255508422851562 (17.76054757833481) | > loss_duration: 2.395413875579834 (2.349436566233635) | > loss_1: 30.735685348510742 (31.81965136528015)  --> STEP: 17 | > loss_disc: 2.409618377685547 (2.3861195900860954) | > loss_disc_real_0: 0.07912760972976685 (0.12338983574334313) | > loss_disc_real_1: 0.19159400463104248 (0.20131516544257894) | > loss_disc_real_2: 0.24024683237075806 (0.1868947279803893) | > loss_disc_real_3: 0.24072451889514923 (0.21723026387831745) | > loss_disc_real_4: 0.2247927486896515 (0.23179978132247925) | > loss_disc_real_5: 0.24681194126605988 (0.2324823202455745) | > loss_0: 2.409618377685547 (2.3861195900860954) | > loss_gen: 2.3251588344573975 (2.2475595053504493) | > loss_kl: 1.8028589487075806 (2.754544363302343) | > loss_feat: 6.506247520446777 (6.644303910872516) | > loss_mel: 18.01811408996582 (17.77569854960722) | > loss_duration: 2.422529697418213 (2.353736162185669) | > loss_1: 31.074909210205078 (31.775843003216913)  --> STEP: 18 | > loss_disc: 2.161238670349121 (2.3736262056562634) | > loss_disc_real_0: 0.04617394134402275 (0.11910006383226977) | > loss_disc_real_1: 0.1947190761566162 (0.20094871603780323) | > loss_disc_real_2: 0.11382999271154404 (0.18283557602100903) | > loss_disc_real_3: 0.2140708714723587 (0.2170547420779864) | > loss_disc_real_4: 0.1715429574251175 (0.22845217999484804) | > loss_disc_real_5: 0.17200598120689392 (0.22912252363231447) | > loss_0: 2.161238670349121 (2.3736262056562634) | > loss_gen: 2.299755096435547 (2.2504592604107327) | > loss_kl: 2.293607473373413 (2.7289367583062916) | > loss_feat: 9.174276351928711 (6.784857935375637) | > loss_mel: 18.62713050842285 (17.823000325096977) | > loss_duration: 2.270106315612793 (2.349090059598287) | > loss_1: 34.66487503051758 (31.936344782511394)  --> STEP: 19 | > loss_disc: 2.6126787662506104 (2.3862079193717554) | > loss_disc_real_0: 0.15986447036266327 (0.1212455589128168) | > loss_disc_real_1: 0.30924826860427856 (0.20664869248867035) | > loss_disc_real_2: 0.22121699154376984 (0.18485565052220695) | > loss_disc_real_3: 0.28384795784950256 (0.22057017448701358) | > loss_disc_real_4: 0.27530717849731445 (0.23091823254760943) | > loss_disc_real_5: 0.2551904022693634 (0.23049451724479073) | > loss_0: 2.6126787662506104 (2.3862079193717554) | > loss_gen: 2.323657989501953 (2.2543118250997445) | > loss_kl: 2.237751007080078 (2.7030848766628064) | > loss_feat: 6.242359638214111 (6.756305393419768) | > loss_mel: 15.88550853729248 (17.72102707310727) | > loss_duration: 2.346430778503418 (2.348950097435399) | > loss_1: 29.035709381103516 (31.78367976138466)  --> STEP: 20 | > loss_disc: 2.378319263458252 (2.3858134865760805) | > loss_disc_real_0: 0.19894269108772278 (0.1251304155215621) | > loss_disc_real_1: 0.18089336156845093 (0.20536092594265937) | > loss_disc_real_2: 0.20669376850128174 (0.1859475564211607) | > loss_disc_real_3: 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(6.748442107980901) | > loss_mel: 18.476119995117188 (17.721865740689363) | > loss_duration: 2.180823802947998 (2.3277238499034536) | > loss_1: 33.26106643676758 (31.722206809303977)  --> STEP: 23 | > loss_disc: 2.459398031234741 (2.3839000618976094) | > loss_disc_real_0: 0.185564786195755 (0.12716433697420618) | > loss_disc_real_1: 0.13613100349903107 (0.20179512448932813) | > loss_disc_real_2: 0.16702421009540558 (0.18074370758688968) | > loss_disc_real_3: 0.23142212629318237 (0.22076409990372864) | > loss_disc_real_4: 0.2337210774421692 (0.23070000112056732) | > loss_disc_real_5: 0.27505773305892944 (0.2301229406958041) | > loss_0: 2.459398031234741 (2.3839000618976094) | > loss_gen: 2.1977667808532715 (2.251839617024297) | > loss_kl: 2.4344494342803955 (2.659641219222028) | > loss_feat: 7.560134410858154 (6.783733077671217) | > loss_mel: 15.412981033325195 (17.621479449064836) | > loss_duration: 2.2272467613220215 (2.323355280834696) | > loss_1: 29.83258056640625 (31.640049146569293)  --> STEP: 24 | > loss_disc: 2.3813276290893555 (2.3837928771972656) | > loss_disc_real_0: 0.09349842369556427 (0.1257615905875961) | > loss_disc_real_1: 0.19187572598457336 (0.20138181621829668) | > loss_disc_real_2: 0.10940326005220413 (0.1777711889396111) | > loss_disc_real_3: 0.21191006898880005 (0.22039518194893995) | > loss_disc_real_4: 0.25430235266685486 (0.23168343243499598) | > loss_disc_real_5: 0.3687792718410492 (0.235900287826856) | > loss_0: 2.3813276290893555 (2.3837928771972656) | > loss_gen: 2.2552831172943115 (2.2519830962022143) | > loss_kl: 2.1758346557617188 (2.639482612411182) | > loss_feat: 7.96593713760376 (6.8329915801684065) | > loss_mel: 19.001079559326172 (17.67896278699239) | > loss_duration: 2.4070067405700684 (2.32684075832367) | > loss_1: 33.80514144897461 (31.73026132583618)  --> STEP: 25 | > loss_disc: 2.3890135288238525 (2.3840017032623293) | > loss_disc_real_0: 0.13091996312141418 (0.12596792548894883) | > loss_disc_real_1: 0.14335058629512787 (0.19906056702136993) | > loss_disc_real_2: 0.13625408709049225 (0.17611050486564636) | > loss_disc_real_3: 0.19726549088954926 (0.21946999430656433) | > loss_disc_real_4: 0.22776511311531067 (0.23152669966220857) | > loss_disc_real_5: 0.26538994908332825 (0.23707987427711485) | > loss_0: 2.3890135288238525 (2.3840017032623293) | > loss_gen: 2.1279807090759277 (2.2470230007171628) | > loss_kl: 2.8003199100494385 (2.645916104316712) | > loss_feat: 7.2501091957092285 (6.849676284790039) | > loss_mel: 16.98729133605957 (17.65129592895508) | > loss_duration: 2.3382365703582764 (2.3272965908050542) | > loss_1: 31.503936767578125 (31.72120834350586)  --> STEP: 26 | > loss_disc: 2.4428861141204834 (2.3862664882953353) | > loss_disc_real_0: 0.05248841643333435 (0.12314179052527136) | > loss_disc_real_1: 0.1476135104894638 (0.19708183407783508) | > loss_disc_real_2: 0.12017183005809784 (0.17395901737304834) | > loss_disc_real_3: 0.15721923112869263 (0.2170757341843385) | > loss_disc_real_4: 0.2215890735387802 (0.23114448327284592) | > loss_disc_real_5: 0.2866882085800171 (0.2389878871349188) | > loss_0: 2.4428861141204834 (2.3862664882953353) | > loss_gen: 1.8531954288482666 (2.231875786414513) | > loss_kl: 2.574801445007324 (2.643180925112505) | > loss_feat: 9.083317756652832 (6.935585572169377) | > loss_mel: 17.55838966369629 (17.64772261106051) | > loss_duration: 2.282651901245117 (2.325579487360441) | > loss_1: 33.35235595703125 (31.783944790179913) --> EVAL PERFORMANCE | > avg_loader_time: 0.002537259688744178 (+5.2048609806940906e-05) | > avg_loss_disc: 2.3862664882953353 (-0.06316683842585613) | > avg_loss_disc_real_0: 0.12314179052527136 (+0.005234595961295649) | > avg_loss_disc_real_1: 0.19708183407783508 (-0.04875520100960365) | > avg_loss_disc_real_2: 0.17395901737304834 (-0.0599483045247885) | > avg_loss_disc_real_3: 0.2170757341843385 (-0.04676330261505557) | > avg_loss_disc_real_4: 0.23114448327284592 (-0.0337433597216239) | > avg_loss_disc_real_5: 0.2389878871349188 (-0.030787200881884635) | > avg_loss_0: 2.3862664882953353 (-0.06316683842585613) | > avg_loss_gen: 2.231875786414513 (-0.22237432920015765) | > avg_loss_kl: 2.643180925112505 (-0.09046471118926913) | > avg_loss_feat: 6.935585572169377 (+0.0013718421642598955) | > avg_loss_mel: 17.64772261106051 (+0.04745641121497357) | > avg_loss_duration: 2.325579487360441 (-0.003128115947429677) | > avg_loss_1: 31.783944790179913 (-0.2671385544996987)  > EPOCH: 496/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 12:58:10)   --> TIME: 2024-06-11 12:58:18 -- STEP: 19/330 -- GLOBAL_STEP: 251700 | > loss_disc: 2.306596279144287 (2.362511308569657) | > loss_disc_real_0: 0.08494649827480316 (0.10646212885254308) | > loss_disc_real_1: 0.20550324022769928 (0.20309135945219742) | > loss_disc_real_2: 0.1987975388765335 (0.21005526890880183) | > loss_disc_real_3: 0.2030816674232483 (0.23083869093342832) | > loss_disc_real_4: 0.2053845375776291 (0.2277610254915137) | > loss_disc_real_5: 0.20147423446178436 (0.23020014245259135) | > loss_0: 2.306596279144287 (2.362511308569657) | > grad_norm_0: tensor(9.5614, device='cuda:0') (tensor(10.3667, device='cuda:0')) | > loss_gen: 2.338038206100464 (2.4478242773758736) | > loss_kl: 1.4177443981170654 (1.8520943114632054) | > loss_feat: 7.9534430503845215 (6.783022202943501) | > loss_mel: 18.20876693725586 (17.944764287848223) | > loss_duration: 2.0249576568603516 (2.094831755286769) | > loss_1: 31.942949295043945 (31.122536709434108) | > grad_norm_1: tensor(61.6819, device='cuda:0') (tensor(121.9492, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.369 (0.3648507971512644) | > loader_time: 0.0032 (0.0035177908445659435)  --> TIME: 2024-06-11 12:58:28 -- STEP: 44/330 -- GLOBAL_STEP: 251725 | > loss_disc: 2.4271020889282227 (2.346529120748693) | > loss_disc_real_0: 0.1499880850315094 (0.10835127549415285) | > loss_disc_real_1: 0.182310089468956 (0.19986717775464055) | > loss_disc_real_2: 0.21518857777118683 (0.20885389670729634) | > loss_disc_real_3: 0.24796205759048462 (0.22872039235451005) | > loss_disc_real_4: 0.22723044455051422 (0.22826763716610995) | > loss_disc_real_5: 0.24299542605876923 (0.22632440382784064) | > loss_0: 2.4271020889282227 (2.346529120748693) | > grad_norm_0: tensor(11.9059, device='cuda:0') (tensor(10.3440, device='cuda:0')) | > loss_gen: 2.4896113872528076 (2.476390486413783) | > loss_kl: 1.874293565750122 (1.8915929252451116) | > loss_feat: 7.491573810577393 (6.992729306221008) | > loss_mel: 18.62224006652832 (18.061801390214388) | > loss_duration: 1.9477152824401855 (2.039962129159407) | > loss_1: 32.42543411254883 (31.46247625350952) | > grad_norm_1: tensor(74.5974, device='cuda:0') (tensor(109.2181, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.3687 (0.3686955733732743) | > loader_time: 0.0031 (0.0035217675295743074)  --> TIME: 2024-06-11 12:58:38 -- STEP: 69/330 -- GLOBAL_STEP: 251750 | > loss_disc: 2.409379720687866 (2.3457265453062197) | > loss_disc_real_0: 0.12633463740348816 (0.11006506769985393) | > loss_disc_real_1: 0.2113911211490631 (0.19973242973935773) | > loss_disc_real_2: 0.2156979888677597 (0.20996677184450452) | > loss_disc_real_3: 0.2180449664592743 (0.22805558274621548) | > loss_disc_real_4: 0.21256904304027557 (0.22891046819479569) | > loss_disc_real_5: 0.20590327680110931 (0.22174785836883212) | > loss_0: 2.409379720687866 (2.3457265453062197) | > grad_norm_0: tensor(29.2146, device='cuda:0') (tensor(10.7869, device='cuda:0')) | > loss_gen: 2.422760248184204 (2.472028977629068) | > loss_kl: 1.8939017057418823 (1.930972735087077) | > loss_feat: 7.021348476409912 (7.031190243320188) | > loss_mel: 16.682479858398438 (17.985972003660326) | > loss_duration: 1.942190170288086 (2.024272060048753) | > loss_1: 29.962678909301758 (31.44443594891092) | > grad_norm_1: tensor(287.7726, device='cuda:0') (tensor(117.8941, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.387 (0.3759239721989286) | > loader_time: 0.0041 (0.0036505547122678895)  --> TIME: 2024-06-11 12:58:47 -- STEP: 94/330 -- GLOBAL_STEP: 251775 | > loss_disc: 2.338148355484009 (2.3445912066926358) | > loss_disc_real_0: 0.1238129660487175 (0.11095521567349738) | > loss_disc_real_1: 0.2122206687927246 (0.1983759182881801) | > loss_disc_real_2: 0.20057184994220734 (0.20971418219677945) | > loss_disc_real_3: 0.2129778116941452 (0.2288940945204268) | > loss_disc_real_4: 0.21905557811260223 (0.22967139948555765) | > loss_disc_real_5: 0.20430387556552887 (0.22315936852642831) | > loss_0: 2.338148355484009 (2.3445912066926358) | > grad_norm_0: tensor(10.3013, device='cuda:0') (tensor(12.1829, device='cuda:0')) | > loss_gen: 2.411456823348999 (2.4747600174964757) | > loss_kl: 1.9324519634246826 (1.9349513954304634) | > loss_feat: 7.0579729080200195 (7.062371543113222) | > loss_mel: 18.514991760253906 (17.944081915185798) | > loss_duration: 2.05360746383667 (2.0194538489301155) | > loss_1: 31.970481872558594 (31.435618704937873) | > grad_norm_1: tensor(188.9538, device='cuda:0') (tensor(143.0604, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.3585 (0.3751418133999439) | > loader_time: 0.0036 (0.0037207222999410426)  --> TIME: 2024-06-11 12:58:57 -- STEP: 119/330 -- GLOBAL_STEP: 251800 | > loss_disc: 2.299295663833618 (2.3387638380547533) | > loss_disc_real_0: 0.1004474014043808 (0.11120211163989636) | > loss_disc_real_1: 0.18031075596809387 (0.19801953848169626) | > loss_disc_real_2: 0.20659786462783813 (0.20970546760979822) | > loss_disc_real_3: 0.25553688406944275 (0.22771392036385896) | > loss_disc_real_4: 0.2577355206012726 (0.22885656219069697) | > loss_disc_real_5: 0.24162888526916504 (0.22212364380600072) | > loss_0: 2.299295663833618 (2.3387638380547533) | > grad_norm_0: tensor(24.0021, device='cuda:0') (tensor(14.4248, device='cuda:0')) | > loss_gen: 2.663163423538208 (2.4823064804077157) | > loss_kl: 2.00044846534729 (1.9371789142865092) | > loss_feat: 7.929412364959717 (7.102200664392038) | > loss_mel: 18.365957260131836 (17.928409143656236) | > loss_duration: 2.0033693313598633 (2.0191258763064845) | > loss_1: 32.96235275268555 (31.469221131140444) | > grad_norm_1: tensor(266.9968, device='cuda:0') (tensor(171.3915, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.3737 (0.37398720589004647) | > loader_time: 0.0041 (0.003770431550610967)  --> TIME: 2024-06-11 12:59:06 -- STEP: 144/330 -- GLOBAL_STEP: 251825 | > loss_disc: 2.448350429534912 (2.340794020228916) | > loss_disc_real_0: 0.1264355331659317 (0.11248054107030232) | > loss_disc_real_1: 0.14598076045513153 (0.197029171925452) | > loss_disc_real_2: 0.2031162977218628 (0.20984846777800056) | > loss_disc_real_3: 0.25917354226112366 (0.22839192621823814) | > loss_disc_real_4: 0.267621248960495 (0.22954351268708706) | > loss_disc_real_5: 0.24590450525283813 (0.22221835650917557) | > loss_0: 2.448350429534912 (2.340794020228916) | > grad_norm_0: tensor(43.1266, device='cuda:0') (tensor(16.6492, device='cuda:0')) | > loss_gen: 2.4480035305023193 (2.4848869244257616) | > loss_kl: 1.9654884338378906 (1.9420073421465025) | > loss_feat: 7.287083625793457 (7.075277841753429) | > loss_mel: 17.973241806030273 (17.91820793681674) | > loss_duration: 2.017793655395508 (2.023308937748273) | > loss_1: 31.691612243652344 (31.44368905491299) | > grad_norm_1: tensor(471.5572, device='cuda:0') (tensor(190.6462, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.378 (0.3741781264543534) | > loader_time: 0.0044 (0.00383078224129147)  --> TIME: 2024-06-11 12:59:16 -- STEP: 169/330 -- GLOBAL_STEP: 251850 | > loss_disc: 2.2918193340301514 (2.341801111514751) | > loss_disc_real_0: 0.12408632785081863 (0.11273611127536677) | > loss_disc_real_1: 0.19724372029304504 (0.1970839162726374) | > loss_disc_real_2: 0.21633578836917877 (0.21069294840273772) | > loss_disc_real_3: 0.20235751569271088 (0.22834589751161768) | > loss_disc_real_4: 0.23226790130138397 (0.22934272135855885) | > loss_disc_real_5: 0.2269626259803772 (0.22207148725817188) | > loss_0: 2.2918193340301514 (2.341801111514751) | > grad_norm_0: tensor(47.7577, device='cuda:0') (tensor(19.1608, device='cuda:0')) | > loss_gen: 2.5821516513824463 (2.493609978602484) | > loss_kl: 1.8576955795288086 (1.9458266313259418) | > loss_feat: 7.483925819396973 (7.093318854563335) | > loss_mel: 17.701438903808594 (17.92041618302023) | > loss_duration: 2.0601015090942383 (2.0272672599589323) | > loss_1: 31.685314178466797 (31.480438954731415) | > grad_norm_1: tensor(444.5629, device='cuda:0') (tensor(215.6455, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.3906 (0.3753743862964698) | > loader_time: 0.0044 (0.003913611349974863)  --> TIME: 2024-06-11 12:59:26 -- STEP: 194/330 -- GLOBAL_STEP: 251875 | > loss_disc: 2.352534770965576 (2.3445159368908275) | > loss_disc_real_0: 0.1368321180343628 (0.11260204721895076) | > loss_disc_real_1: 0.1739705204963684 (0.19747736834988153) | > loss_disc_real_2: 0.2075822502374649 (0.21116492843505033) | > loss_disc_real_3: 0.23044350743293762 (0.22847342345210694) | > loss_disc_real_4: 0.2425428032875061 (0.22932688231320725) | > loss_disc_real_5: 0.21510544419288635 (0.2225755766494987) | > loss_0: 2.352534770965576 (2.3445159368908275) | > grad_norm_0: tensor(64.2953, device='cuda:0') (tensor(22.2700, device='cuda:0')) | > loss_gen: 2.44199275970459 (2.49802724356504) | > loss_kl: 1.9935404062271118 (1.9472723523366082) | > loss_feat: 7.07939338684082 (7.090507598267388) | > loss_mel: 17.502653121948242 (17.89304945640956) | > loss_duration: 2.046664237976074 (2.0336175431910246) | > loss_1: 31.064247131347656 (31.462474252759797) | > grad_norm_1: tensor(222.7249, device='cuda:0') (tensor(236.8659, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.39 (0.3780994550468995) | > loader_time: 0.0051 (0.004026952478074535)  --> TIME: 2024-06-11 12:59:36 -- STEP: 219/330 -- GLOBAL_STEP: 251900 | > loss_disc: 2.375610828399658 (2.346620840569065) | > loss_disc_real_0: 0.23697920143604279 (0.11451803173308503) | > loss_disc_real_1: 0.16316412389278412 (0.19724292005305966) | > loss_disc_real_2: 0.1931147575378418 (0.21096198117896303) | > loss_disc_real_3: 0.23298746347427368 (0.22868344235365792) | > loss_disc_real_4: 0.24090009927749634 (0.22941013680745478) | > loss_disc_real_5: 0.21020765602588654 (0.22287457950038997) | > loss_0: 2.375610828399658 (2.346620840569065) | > grad_norm_0: tensor(59.8524, device='cuda:0') (tensor(24.6429, device='cuda:0')) | > loss_gen: 2.4911718368530273 (2.5026679539789365) | > loss_kl: 1.993728756904602 (1.9532335751677212) | > loss_feat: 7.447356224060059 (7.099641963227154) | > loss_mel: 17.810501098632812 (17.85089176648282) | > loss_duration: 2.0948567390441895 (2.0407780958637263) | > loss_1: 31.837615966796875 (31.447213421129202) | > grad_norm_1: tensor(214.8128, device='cuda:0') (tensor(252.8062, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.4288 (0.38154212524901787) | > loader_time: 0.0049 (0.004160619761845838)  --> TIME: 2024-06-11 12:59:47 -- STEP: 244/330 -- GLOBAL_STEP: 251925 | > loss_disc: 2.284527540206909 (2.351043508678186) | > loss_disc_real_0: 0.14513757824897766 (0.11611197323950588) | > loss_disc_real_1: 0.17495056986808777 (0.19728224352002144) | > loss_disc_real_2: 0.23028670251369476 (0.21128246462980255) | > loss_disc_real_3: 0.2303469479084015 (0.2286875089172457) | > loss_disc_real_4: 0.2470976859331131 (0.22933670231064812) | > loss_disc_real_5: 0.21213066577911377 (0.2226642386712989) | > loss_0: 2.284527540206909 (2.351043508678186) | > grad_norm_0: tensor(59.4831, device='cuda:0') (tensor(27.8029, device='cuda:0')) | > loss_gen: 2.6786303520202637 (2.499682013128626) | > loss_kl: 1.902578592300415 (1.95217009352856) | > loss_feat: 6.822922229766846 (7.084415488555783) | > loss_mel: 16.98372459411621 (17.799462834342574) | > loss_duration: 2.069305658340454 (2.0491358588953505) | > loss_1: 30.45716094970703 (31.384866362712422) | > grad_norm_1: tensor(362.3783, device='cuda:0') (tensor(267.8749, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.4412 (0.3855186700820923) | > loader_time: 0.006 (0.004283345136486116)  --> TIME: 2024-06-11 12:59:58 -- STEP: 269/330 -- GLOBAL_STEP: 251950 | > loss_disc: 2.3307249546051025 (2.3536483842644107) | > loss_disc_real_0: 0.13427865505218506 (0.11721269683877775) | > loss_disc_real_1: 0.21769359707832336 (0.19746368890801327) | > loss_disc_real_2: 0.20927351713180542 (0.21160944875288187) | > loss_disc_real_3: 0.21749083697795868 (0.22858671788610935) | > loss_disc_real_4: 0.23056001961231232 (0.22972997419231442) | > loss_disc_real_5: 0.23859067261219025 (0.22299552506673734) | > loss_0: 2.3307249546051025 (2.3536483842644107) | > grad_norm_0: tensor(19.6276, device='cuda:0') (tensor(27.5940, device='cuda:0')) | > loss_gen: 2.451920986175537 (2.4949241818991754) | > loss_kl: 1.9980294704437256 (1.9587966664573073) | > loss_feat: 6.910098552703857 (7.0952878317425245) | > loss_mel: 16.879348754882812 (17.749225772446408) | > loss_duration: 2.1438772678375244 (2.0566652237704273) | > loss_1: 30.38327407836914 (31.35489972196104) | > grad_norm_1: tensor(247.0988, device='cuda:0') (tensor(273.2915, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.4431 (0.39036978842157416) | > loader_time: 0.0065 (0.004425973254065531)  --> TIME: 2024-06-11 13:00:10 -- STEP: 294/330 -- GLOBAL_STEP: 251975 | > loss_disc: 2.3862509727478027 (2.3574773665188116) | > loss_disc_real_0: 0.10507501661777496 (0.1179183287178578) | > loss_disc_real_1: 0.1947580724954605 (0.19741801628652883) | > loss_disc_real_2: 0.21619461476802826 (0.21179944758309802) | > loss_disc_real_3: 0.2221975326538086 (0.22880034310882594) | > loss_disc_real_4: 0.24100175499916077 (0.22990910115898872) | > loss_disc_real_5: 0.21147474646568298 (0.22300976281668863) | > loss_0: 2.3862509727478027 (2.3574773665188116) | > grad_norm_0: tensor(44.5511, device='cuda:0') (tensor(27.3947, device='cuda:0')) | > loss_gen: 2.356473445892334 (2.488848054490123) | > loss_kl: 1.9529273509979248 (1.9604042160267732) | > loss_feat: 7.837086200714111 (7.104424319299711) | > loss_mel: 17.759967803955078 (17.709582127681387) | > loss_duration: 2.20377254486084 (2.0665054426712257) | > loss_1: 32.110225677490234 (31.329764210447973) | > grad_norm_1: tensor(414.7377, device='cuda:0') (tensor(274.6107, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.4639 (0.3964176323949074) | > loader_time: 0.0066 (0.004594746901064502)  --> TIME: 2024-06-11 13:00:23 -- STEP: 319/330 -- GLOBAL_STEP: 252000 | > loss_disc: 2.4613237380981445 (2.360751752943081) | > loss_disc_real_0: 0.10935969650745392 (0.11899469598987633) | > loss_disc_real_1: 0.2296730875968933 (0.19823499023914343) | > loss_disc_real_2: 0.2302565574645996 (0.21204653751326957) | > loss_disc_real_3: 0.235258087515831 (0.22895899396331332) | > loss_disc_real_4: 0.2123170793056488 (0.22991152934519848) | > loss_disc_real_5: 0.22717604041099548 (0.2234007462065048) | > loss_0: 2.4613237380981445 (2.360751752943081) | > grad_norm_0: tensor(23.1103, device='cuda:0') (tensor(28.1658, device='cuda:0')) | > loss_gen: 2.401688575744629 (2.4881575032835115) | > loss_kl: 1.9562445878982544 (1.9614163166303247) | > loss_feat: 7.656948089599609 (7.127607284294774) | > loss_mel: 17.656721115112305 (17.68043787128125) | > loss_duration: 2.255009174346924 (2.080114872104324) | > loss_1: 31.92660903930664 (31.3377338816006) | > grad_norm_1: tensor(382.0174, device='cuda:0') (tensor(287.8657, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.5724 (0.4060349688634604) | > loader_time: 0.0087 (0.004827150356806928) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_252000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3127636909484863 (2.3127636909484863) | > loss_disc_real_0: 0.10355626791715622 (0.10355626791715622) | > loss_disc_real_1: 0.27381575107574463 (0.27381575107574463) | > loss_disc_real_2: 0.3287634551525116 (0.3287634551525116) | > loss_disc_real_3: 0.27410686016082764 (0.27410686016082764) | > loss_disc_real_4: 0.21366828680038452 (0.21366828680038452) | > loss_disc_real_5: 0.16374538838863373 (0.16374538838863373) | > loss_0: 2.3127636909484863 (2.3127636909484863) | > loss_gen: 2.7733051776885986 (2.7733051776885986) | > loss_kl: 2.6517820358276367 (2.6517820358276367) | > loss_feat: 7.064228534698486 (7.064228534698486) | > loss_mel: 17.09062957763672 (17.09062957763672) | > loss_duration: 3.012962579727173 (3.012962579727173) | > loss_1: 32.59291076660156 (32.59291076660156)  --> STEP: 1 | > loss_disc: 2.424099922180176 (2.424099922180176) | > loss_disc_real_0: 0.22299149632453918 (0.22299149632453918) | > loss_disc_real_1: 0.21100808680057526 (0.21100808680057526) | > loss_disc_real_2: 0.18119075894355774 (0.18119075894355774) | > loss_disc_real_3: 0.20540620386600494 (0.20540620386600494) | > loss_disc_real_4: 0.22014407813549042 (0.22014407813549042) | > loss_disc_real_5: 0.22568640112876892 (0.22568640112876892) | > loss_0: 2.424099922180176 (2.424099922180176) | > loss_gen: 2.713836431503296 (2.713836431503296) | > loss_kl: 2.1396679878234863 (2.1396679878234863) | > loss_feat: 7.059709072113037 (7.059709072113037) | > loss_mel: 18.620792388916016 (18.620792388916016) | > loss_duration: 2.389925479888916 (2.389925479888916) | > loss_1: 32.92393112182617 (32.92393112182617)  --> STEP: 2 | > loss_disc: 2.5011796951293945 (2.462639808654785) | > loss_disc_real_0: 0.19917330145835876 (0.21108239889144897) | > loss_disc_real_1: 0.30162012577056885 (0.25631410628557205) | > loss_disc_real_2: 0.296108216047287 (0.23864948749542236) | > loss_disc_real_3: 0.26815322041511536 (0.23677971214056015) | > loss_disc_real_4: 0.234623983502388 (0.2273840308189392) | > loss_disc_real_5: 0.22235894203186035 (0.22402267158031464) | > loss_0: 2.5011796951293945 (2.462639808654785) | > loss_gen: 2.663963794708252 (2.688900113105774) | > loss_kl: 2.586350202560425 (2.3630090951919556) | > loss_feat: 5.4936842918396 (6.276696681976318) | > loss_mel: 18.464052200317383 (18.5424222946167) | > loss_duration: 2.6159586906433105 (2.5029420852661133) | > loss_1: 31.82400894165039 (32.37397003173828)  --> STEP: 3 | > loss_disc: 1.931447148323059 (2.28557558854421) | > loss_disc_real_0: 0.10159288346767426 (0.17458589375019073) | > loss_disc_real_1: 0.1872551590204239 (0.23329445719718933) | > loss_disc_real_2: 0.2237394005060196 (0.23367945849895477) | > loss_disc_real_3: 0.19429485499858856 (0.2226180930932363) | > loss_disc_real_4: 0.17046323418617249 (0.2084104319413503) | > loss_disc_real_5: 0.12642323970794678 (0.19148952762285867) | > loss_0: 1.931447148323059 (2.28557558854421) | > loss_gen: 2.825944423675537 (2.734581549962362) | > loss_kl: 2.8423287868499756 (2.522782325744629) | > loss_feat: 8.4433012008667 (6.998898188273112) | > loss_mel: 19.366872787475586 (18.81723912556966) | > loss_duration: 2.2828049659729004 (2.429563045501709) | > loss_1: 35.761253356933594 (33.503064473470054)  --> STEP: 4 | > loss_disc: 2.343284845352173 (2.3000029027462006) | > loss_disc_real_0: 0.12483976781368256 (0.1621493622660637) | > loss_disc_real_1: 0.2230955809354782 (0.23074473813176155) | > loss_disc_real_2: 0.3111001253128052 (0.2530346252024174) | > loss_disc_real_3: 0.33086225390434265 (0.24967913329601288) | > loss_disc_real_4: 0.2172420471906662 (0.21061833575367928) | > loss_disc_real_5: 0.2564322352409363 (0.20772520452737808) | > loss_0: 2.343284845352173 (2.3000029027462006) | > loss_gen: 2.901890993118286 (2.7764089107513428) | > loss_kl: 2.9896578788757324 (2.639501214027405) | > loss_feat: 7.4487385749816895 (7.111358284950256) | > loss_mel: 16.651187896728516 (18.275726318359375) | > loss_duration: 2.4062435626983643 (2.423733174800873) | > loss_1: 32.39772033691406 (33.226728439331055)  --> STEP: 5 | > loss_disc: 2.2055046558380127 (2.281103253364563) | > loss_disc_real_0: 0.08115656673908234 (0.14595080316066741) | > loss_disc_real_1: 0.23928986489772797 (0.23245376348495483) | > loss_disc_real_2: 0.10301125794649124 (0.22302995175123214) | > loss_disc_real_3: 0.22685164213180542 (0.24511363506317138) | > loss_disc_real_4: 0.17582270503044128 (0.20365920960903167) | > loss_disc_real_5: 0.18551966547966003 (0.20328409671783448) | > loss_0: 2.2055046558380127 (2.281103253364563) | > loss_gen: 2.2581470012664795 (2.67275652885437) | > loss_kl: 2.4909164905548096 (2.6097842693328857) | > loss_feat: 5.921204090118408 (6.873327445983887) | > loss_mel: 19.39832878112793 (18.500246810913087) | > loss_duration: 2.3348548412323 (2.405957508087158) | > loss_1: 32.40345001220703 (33.06207275390625)  --> STEP: 6 | > loss_disc: 2.3635759353637695 (2.294848700364431) | > loss_disc_real_0: 0.18755413591861725 (0.15288469195365906) | > loss_disc_real_1: 0.30350252985954285 (0.24429522454738617) | > loss_disc_real_2: 0.2291504591703415 (0.2240500363210837) | > loss_disc_real_3: 0.24524062871932983 (0.24513480067253113) | > loss_disc_real_4: 0.1614435762166977 (0.19662327071030936) | > loss_disc_real_5: 0.2450750321149826 (0.21024925261735916) | > loss_0: 2.3635759353637695 (2.294848700364431) | > loss_gen: 2.6386520862579346 (2.6670724550882974) | > loss_kl: 2.7360289096832275 (2.6308250427246094) | > loss_feat: 5.00335693359375 (6.561665693918864) | > loss_mel: 18.830570220947266 (18.55530071258545) | > loss_duration: 2.1438324451446533 (2.3622699975967407) | > loss_1: 31.352441787719727 (32.77713425954183)  --> STEP: 7 | > loss_disc: 2.5956315994262695 (2.3378176859446933) | > loss_disc_real_0: 0.19872933626174927 (0.1594339268548148) | > loss_disc_real_1: 0.2720063030719757 (0.24825395005089895) | > loss_disc_real_2: 0.12051384896039963 (0.20925915241241455) | > loss_disc_real_3: 0.20343944430351257 (0.23917832119124277) | > loss_disc_real_4: 0.24262623488903046 (0.20319512273584092) | > loss_disc_real_5: 0.3369726240634918 (0.2283525913953781) | > loss_0: 2.5956315994262695 (2.3378176859446933) | > loss_gen: 2.180218458175659 (2.597521884100778) | > loss_kl: 3.8012423515319824 (2.798027515411377) | > loss_feat: 4.4986419677734375 (6.266948018755231) | > loss_mel: 15.785977363586426 (18.159683091299875) | > loss_duration: 2.5457119941711426 (2.3884759971073697) | > loss_1: 28.811790466308594 (32.21065657479422)  --> STEP: 8 | > loss_disc: 2.008204936981201 (2.296616092324257) | > loss_disc_real_0: 0.07460860908031464 (0.14883076213300228) | > loss_disc_real_1: 0.1888122260570526 (0.24082373455166817) | > loss_disc_real_2: 0.16663062572479248 (0.2039305865764618) | > loss_disc_real_3: 0.2854335904121399 (0.2449602298438549) | > loss_disc_real_4: 0.2093745470046997 (0.20396755076944828) | > loss_disc_real_5: 0.21945668756961823 (0.22724060341715813) | > loss_0: 2.008204936981201 (2.296616092324257) | > loss_gen: 2.8541088104248047 (2.629595249891281) | > loss_kl: 3.5353055000305176 (2.8901872634887695) | > loss_feat: 9.254032135009766 (6.640333533287048) | > loss_mel: 20.29401397705078 (18.426474452018738) | > loss_duration: 2.231775999069214 (2.3688884973526) | > loss_1: 38.16923904418945 (32.95547938346863)  --> STEP: 9 | > loss_disc: 2.2939577102661133 (2.2963207165400186) | > loss_disc_real_0: 0.25405141711235046 (0.16052194601959652) | > loss_disc_real_1: 0.22467058897018433 (0.23902894059816995) | > loss_disc_real_2: 0.25375300645828247 (0.2094664110077752) | > loss_disc_real_3: 0.22494195401668549 (0.2427359769741694) | > loss_disc_real_4: 0.18702726066112518 (0.20208529631296793) | > loss_disc_real_5: 0.2144819051027298 (0.22582297027111053) | > loss_0: 2.2939577102661133 (2.2963207165400186) | > loss_gen: 2.763169765472412 (2.644436862733629) | > loss_kl: 2.072389841079712 (2.7993208832210965) | > loss_feat: 10.290191650390625 (7.045873324076335) | > loss_mel: 19.85292625427246 (18.584969096713596) | > loss_duration: 2.1546969413757324 (2.3450894355773926) | > loss_1: 37.13337326049805 (33.41968981424967)  --> STEP: 10 | > loss_disc: 2.5467679500579834 (2.321365439891815) | > loss_disc_real_0: 0.21152731776237488 (0.16562248319387435) | > loss_disc_real_1: 0.17052166163921356 (0.23217821270227432) | > loss_disc_real_2: 0.28202688694000244 (0.21672245860099792) | > loss_disc_real_3: 0.21576523780822754 (0.24003890305757522) | > loss_disc_real_4: 0.1834915280342102 (0.20022591948509216) | > loss_disc_real_5: 0.19396597146987915 (0.2226372703909874) | > loss_0: 2.5467679500579834 (2.321365439891815) | > loss_gen: 2.1661643981933594 (2.596609616279602) | > loss_kl: 2.465444564819336 (2.7659332513809205) | > loss_feat: 4.795562744140625 (6.820842266082764) | > loss_mel: 14.608293533325195 (18.187301540374754) | > loss_duration: 2.345309257507324 (2.3451114177703856) | > loss_1: 26.380775451660156 (32.71579837799072)  --> STEP: 11 | > loss_disc: 2.5528485774993896 (2.342409361492504) | > loss_disc_real_0: 0.22439447045326233 (0.170965391126546) | > loss_disc_real_1: 0.2693205177783966 (0.23555478589101272) | > loss_disc_real_2: 0.24806977808475494 (0.2195722149177031) | > loss_disc_real_3: 0.232479989528656 (0.23935172910040076) | > loss_disc_real_4: 0.21919237077236176 (0.2019501423293894) | > loss_disc_real_5: 0.23454022407531738 (0.22371935708956284) | > loss_0: 2.5528485774993896 (2.342409361492504) | > loss_gen: 2.462615966796875 (2.584428375417536) | > loss_kl: 3.2948927879333496 (2.8140204819765957) | > loss_feat: 6.463229656219482 (6.788332028822466) | > loss_mel: 17.6279239654541 (18.13644903356379) | > loss_duration: 2.5172338485717773 (2.360758911479603) | > loss_1: 32.36589813232422 (32.68398926474831)  --> STEP: 12 | > loss_disc: 2.400359630584717 (2.3472385505835214) | > loss_disc_real_0: 0.139581099152565 (0.16835003346204758) | > loss_disc_real_1: 0.20812852680683136 (0.23326926430066428) | > loss_disc_real_2: 0.2668360769748688 (0.2235108700891336) | > loss_disc_real_3: 0.26540106534957886 (0.2415225071211656) | > loss_disc_real_4: 0.225070521235466 (0.20387684057156244) | > loss_disc_real_5: 0.2126784324645996 (0.2227992800374826) | > loss_0: 2.400359630584717 (2.3472385505835214) | > loss_gen: 2.577112913131714 (2.5838187535603843) | > loss_kl: 2.778458595275879 (2.811056991418203) | > loss_feat: 6.407114028930664 (6.756563862164815) | > loss_mel: 17.944639205932617 (18.120464881261192) | > loss_duration: 2.295593023300171 (2.3553284207979837) | > loss_1: 32.00291442871094 (32.627233028411865)  --> STEP: 13 | > loss_disc: 2.248811960220337 (2.339667274401738) | > loss_disc_real_0: 0.12036404758691788 (0.1646588037793453) | > loss_disc_real_1: 0.1841428130865097 (0.22949030651496008) | > loss_disc_real_2: 0.3169157803058624 (0.2306958631827281) | > loss_disc_real_3: 0.24690629541873932 (0.2419366446825174) | > loss_disc_real_4: 0.23284092545509338 (0.20610484710106483) | > loss_disc_real_5: 0.24331000447273254 (0.22437702807096335) | > loss_0: 2.248811960220337 (2.339667274401738) | > loss_gen: 2.830441474914551 (2.602789732126089) | > loss_kl: 3.1134748458862305 (2.8343199033003588) | > loss_feat: 8.508529663085938 (6.891330462235671) | > loss_mel: 15.181918144226074 (17.894422824566185) | > loss_duration: 2.20563006401062 (2.3438131625835714) | > loss_1: 31.839994430541992 (32.56667621319111)  --> STEP: 14 | > loss_disc: 2.4014971256256104 (2.3440836923463) | > loss_disc_real_0: 0.17800375819206238 (0.1656120148088251) | > loss_disc_real_1: 0.26921042799949646 (0.2323274580495698) | > loss_disc_real_2: 0.21389636397361755 (0.22949589895350592) | > loss_disc_real_3: 0.20782224833965302 (0.23949990208659852) | > loss_disc_real_4: 0.22413836419582367 (0.2073929554649762) | > loss_disc_real_5: 0.2363295555114746 (0.22523078003099986) | > loss_0: 2.4014971256256104 (2.3440836923463) | > loss_gen: 2.3846933841705322 (2.5872114215578352) | > loss_kl: 3.4043128490448 (2.8750336851392473) | > loss_feat: 6.2377610206604 (6.84464693069458) | > loss_mel: 17.59541130065918 (17.87306485857283) | > loss_duration: 2.419072389602661 (2.3491888216563632) | > loss_1: 32.0412483215332 (32.52914564950126)  --> STEP: 15 | > loss_disc: 2.0658323764801025 (2.3255336046218873) | > loss_disc_real_0: 0.10339482873678207 (0.1614642024040222) | > loss_disc_real_1: 0.1728609949350357 (0.22836302717526755) | > loss_disc_real_2: 0.1812160760164261 (0.22627724409103395) | > loss_disc_real_3: 0.20830650627613068 (0.23742034236590068) | > loss_disc_real_4: 0.15934816002845764 (0.2041899691025416) | > loss_disc_real_5: 0.19751013815402985 (0.22338273723920185) | > loss_0: 2.0658323764801025 (2.3255336046218873) | > loss_gen: 2.631814479827881 (2.590184958775838) | > loss_kl: 3.3653149604797363 (2.90771910349528) | > loss_feat: 9.898150444030762 (7.048213831583658) | > loss_mel: 18.99619483947754 (17.94794019063314) | > loss_duration: 2.3128156661987305 (2.3467639446258546) | > loss_1: 37.204288482666016 (32.84082183837891)  --> STEP: 16 | > loss_disc: 2.640636444091797 (2.3452275320887566) | > loss_disc_real_0: 0.2915535569190979 (0.16959478706121445) | > loss_disc_real_1: 0.3177862763404846 (0.2339519802480936) | > loss_disc_real_2: 0.3097526729106903 (0.23149445839226246) | > loss_disc_real_3: 0.2634342312812805 (0.23904621042311192) | > loss_disc_real_4: 0.19108200073242188 (0.20337072107940912) | > loss_disc_real_5: 0.21558372676372528 (0.22289529908448458) | > loss_0: 2.640636444091797 (2.3452275320887566) | > loss_gen: 2.9881067276000977 (2.6150550693273544) | > loss_kl: 2.5152852535247803 (2.8831919878721237) | > loss_feat: 7.924700736999512 (7.10299426317215) | > loss_mel: 16.63938331604004 (17.866155385971073) | > loss_duration: 2.3612101078033447 (2.3476668298244476) | > loss_1: 32.42868423461914 (32.81506323814392)  --> STEP: 17 | > loss_disc: 2.5585265159606934 (2.357774531140047) | > loss_disc_real_0: 0.19287864863872528 (0.1709644259775386) | > loss_disc_real_1: 0.3055786192417145 (0.23816531195360072) | > loss_disc_real_2: 0.2159065455198288 (0.23057752234094284) | > loss_disc_real_3: 0.361451655626297 (0.24624653072918162) | > loss_disc_real_4: 0.2631998658180237 (0.20689008253462174) | > loss_disc_real_5: 0.3077051341533661 (0.22788411291206584) | > loss_0: 2.5585265159606934 (2.357774531140047) | > loss_gen: 2.733779191970825 (2.6220388412475586) | > loss_kl: 2.529409885406494 (2.862381275962381) | > loss_feat: 4.933504104614258 (6.975377195021686) | > loss_mel: 17.21522331237793 (17.827865263995005) | > loss_duration: 2.4077579975128174 (2.3512016043943516) | > loss_1: 29.81967544555664 (32.63886395622702)  --> STEP: 18 | > loss_disc: 2.086945056915283 (2.3427284492386713) | > loss_disc_real_0: 0.11748889088630676 (0.1679935629169146) | > loss_disc_real_1: 0.1394364982843399 (0.232680377860864) | > loss_disc_real_2: 0.24557015299797058 (0.23141044626633325) | > loss_disc_real_3: 0.22663196921348572 (0.24515683286719853) | > loss_disc_real_4: 0.1362009346485138 (0.20296290765206018) | > loss_disc_real_5: 0.1807437390089035 (0.22526520325077903) | > loss_0: 2.086945056915283 (2.3427284492386713) | > loss_gen: 2.561751365661621 (2.61868953704834) | > loss_kl: 2.414649248123169 (2.837507274415758) | > loss_feat: 8.66292667388916 (7.069129943847656) | > loss_mel: 17.775449752807617 (17.82495329115126) | > loss_duration: 2.2352466583251953 (2.3447596629460654) | > loss_1: 33.6500244140625 (32.69503953721788)  --> STEP: 19 | > loss_disc: 2.4467248916625977 (2.3482019462083517) | > loss_disc_real_0: 0.1388758271932602 (0.1664610505104065) | > loss_disc_real_1: 0.23663054406642914 (0.23288828134536743) | > loss_disc_real_2: 0.196275532245636 (0.22956124026524394) | > loss_disc_real_3: 0.2252640724182129 (0.24410984547514664) | > loss_disc_real_4: 0.2010878622531891 (0.2028642210521196) | > loss_disc_real_5: 0.17864452302455902 (0.22281148323887273) | > loss_0: 2.4467248916625977 (2.3482019462083517) | > loss_gen: 2.1630537509918213 (2.59470870620326) | > loss_kl: 1.7917860746383667 (2.782469316532737) | > loss_feat: 6.417263031005859 (7.034821158961246) | > loss_mel: 18.154542922973633 (17.842300113878753) | > loss_duration: 2.336751937866211 (2.3443382037313363) | > loss_1: 30.8633975982666 (32.598637329904655)  --> STEP: 20 | > loss_disc: 2.6026241779327393 (2.360923057794571) | > loss_disc_real_0: 0.1489947885274887 (0.1655877374112606) | > loss_disc_real_1: 0.18183231353759766 (0.23033548295497894) | > loss_disc_real_2: 0.333385169506073 (0.23475243672728538) | > loss_disc_real_3: 0.29313087463378906 (0.24656089693307875) | > loss_disc_real_4: 0.24317701160907745 (0.2048798605799675) | > loss_disc_real_5: 0.26886263489723206 (0.2251140408217907) | > loss_0: 2.6026241779327393 (2.360923057794571) | > loss_gen: 2.3251733779907227 (2.581231939792633) | > loss_kl: 2.2281572818756104 (2.754753714799881) | > loss_feat: 4.57647180557251 (6.911903691291809) | > loss_mel: 19.23561668395996 (17.911965942382814) | > loss_duration: 2.2705774307250977 (2.340650165081024) | > loss_1: 30.63599395751953 (32.5005051612854)  --> STEP: 21 | > loss_disc: 2.5300049781799316 (2.3689745778129216) | > loss_disc_real_0: 0.20092234015464783 (0.1672703375418981) | > loss_disc_real_1: 0.2159767597913742 (0.22965173423290253) | > loss_disc_real_2: 0.22653380036354065 (0.23436107309091658) | > loss_disc_real_3: 0.17860451340675354 (0.24332487866992042) | > loss_disc_real_4: 0.2039554864168167 (0.2048358427626746) | > loss_disc_real_5: 0.18483459949493408 (0.2231959721871785) | > loss_0: 2.5300049781799316 (2.3689745778129216) | > loss_gen: 2.283112049102783 (2.567035754521688) | > loss_kl: 2.680518627166748 (2.751218710626875) | > loss_feat: 5.9341840744018555 (6.865345614297049) | > loss_mel: 13.89181900024414 (17.720530373709543) | > loss_duration: 2.2127020359039307 (2.3345573970249722) | > loss_1: 27.002334594726562 (32.23868751525879)  --> STEP: 22 | > loss_disc: 2.3866031169891357 (2.3697758750482043) | > loss_disc_real_0: 0.1708115041255951 (0.16743129965933887) | > loss_disc_real_1: 0.23741500079631805 (0.23000460998578506) | > loss_disc_real_2: 0.2435407191514969 (0.23477832973003387) | > loss_disc_real_3: 0.2809651494026184 (0.24503580006686124) | > loss_disc_real_4: 0.26503992080688477 (0.20757239176468414) | > loss_disc_real_5: 0.2908247411251068 (0.2262700071389025) | > loss_0: 2.3866031169891357 (2.3697758750482043) | > loss_gen: 3.053741455078125 (2.5891587409106167) | > loss_kl: 2.1473214626312256 (2.7237688357179817) | > loss_feat: 8.474175453186035 (6.938474243337458) | > loss_mel: 20.159042358398438 (17.83137182755904) | > loss_duration: 2.191704273223877 (2.3280640732158315) | > loss_1: 36.02598571777344 (32.41083743355491)  --> STEP: 23 | > loss_disc: 2.360598087310791 (2.3693768407987514) | > loss_disc_real_0: 0.21424630284309387 (0.1694667345803717) | > loss_disc_real_1: 0.11933519691228867 (0.2251928963738939) | > loss_disc_real_2: 0.18834391236305237 (0.232759442018426) | > loss_disc_real_3: 0.2611442506313324 (0.24573616748270782) | > loss_disc_real_4: 0.24644224345684052 (0.20926238531651703) | > loss_disc_real_5: 0.2822878956794739 (0.2287055675102317) | > loss_0: 2.360598087310791 (2.3693768407987514) | > loss_gen: 2.558623790740967 (2.5878311343815015) | > loss_kl: 2.3129236698150635 (2.7059060024178545) | > loss_feat: 6.756801605224609 (6.930575432984726) | > loss_mel: 16.686573028564453 (17.781597966733187) | > loss_duration: 2.3049745559692383 (2.327060181161632) | > loss_1: 30.619895935058594 (32.332970411881156)  --> STEP: 24 | > loss_disc: 2.394929885864258 (2.3704415510098142) | > loss_disc_real_0: 0.2889261245727539 (0.17444420916338763) | > loss_disc_real_1: 0.1467011570930481 (0.221922407237192) | > loss_disc_real_2: 0.24696840345859528 (0.23335148207843304) | > loss_disc_real_3: 0.3068810701370239 (0.248283871759971) | > loss_disc_real_4: 0.24814501404762268 (0.21088249484697977) | > loss_disc_real_5: 0.217010036110878 (0.22821825370192528) | > loss_0: 2.394929885864258 (2.3704415510098142) | > loss_gen: 2.913914918899536 (2.6014179587364197) | > loss_kl: 2.340754270553589 (2.69069134692351) | > loss_feat: 5.821990966796875 (6.884384413560231) | > loss_mel: 17.70669937133789 (17.77847719192505) | > loss_duration: 2.3745994567871094 (2.329040984312693) | > loss_1: 31.157960891723633 (32.284011681874595)  --> STEP: 25 | > loss_disc: 2.34625244140625 (2.3694739866256715) | > loss_disc_real_0: 0.13169121742248535 (0.17273408949375152) | > loss_disc_real_1: 0.15469478070735931 (0.21923330217599868) | > loss_disc_real_2: 0.23227326571941376 (0.23330835342407227) | > loss_disc_real_3: 0.3007870614528656 (0.2503839993476868) | > loss_disc_real_4: 0.21200692653656006 (0.21092747211456297) | > loss_disc_real_5: 0.2662732005119324 (0.22974045157432557) | > loss_0: 2.34625244140625 (2.3694739866256715) | > loss_gen: 2.6375982761383057 (2.6028651714324953) | > loss_kl: 2.4344053268432617 (2.6804399061203004) | > loss_feat: 6.9082207679748535 (6.885337867736816) | > loss_mel: 16.78175926208496 (17.738608474731446) | > loss_duration: 2.3786680698394775 (2.331026067733765) | > loss_1: 31.14065170288086 (32.23827728271485)  --> STEP: 26 | > loss_disc: 2.4704980850219727 (2.373359528871683) | > loss_disc_real_0: 0.19701549410820007 (0.17366798967123032) | > loss_disc_real_1: 0.21176005899906158 (0.2189458697461165) | > loss_disc_real_2: 0.2036902904510498 (0.23216919715587908) | > loss_disc_real_3: 0.16329151391983032 (0.24703428836969232) | > loss_disc_real_4: 0.1687273383140564 (0.20930439004531273) | > loss_disc_real_5: 0.2057536542415619 (0.22881788244614235) | > loss_0: 2.4704980850219727 (2.373359528871683) | > loss_gen: 2.053617238998413 (2.5817402509542613) | > loss_kl: 1.8928598165512085 (2.6501483642137966) | > loss_feat: 7.618772029876709 (6.913546873972966) | > loss_mel: 12.334110260009766 (17.530743158780613) | > loss_duration: 2.250209093093872 (2.3279177225553074) | > loss_1: 26.149568557739258 (32.004096177908096) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023639202117919926 (-0.00017333947695218543) | > avg_loss_disc: 2.373359528871683 (-0.012906959423652165) | > avg_loss_disc_real_0: 0.17366798967123032 (+0.05052619914595896) | > avg_loss_disc_real_1: 0.2189458697461165 (+0.021864035668281406) | > avg_loss_disc_real_2: 0.23216919715587908 (+0.058210179782830745) | > avg_loss_disc_real_3: 0.24703428836969232 (+0.029958554185353814) | > avg_loss_disc_real_4: 0.20930439004531273 (-0.02184009322753319) | > avg_loss_disc_real_5: 0.22881788244614235 (-0.010170004688776463) | > avg_loss_0: 2.373359528871683 (-0.012906959423652165) | > avg_loss_gen: 2.5817402509542613 (+0.3498644645397482) | > avg_loss_kl: 2.6501483642137966 (+0.006967439101291717) | > avg_loss_feat: 6.913546873972966 (-0.022038698196411133) | > avg_loss_mel: 17.530743158780613 (-0.11697945227989592) | > avg_loss_duration: 2.3279177225553074 (+0.0023382351948662006) | > avg_loss_1: 32.004096177908096 (+0.22015138772818332)  > EPOCH: 497/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:00:54)   --> TIME: 2024-06-11 13:01:01 -- STEP: 14/330 -- GLOBAL_STEP: 252025 | > loss_disc: 2.330547332763672 (2.3473605939320157) | > loss_disc_real_0: 0.17359764873981476 (0.10615016732897077) | > loss_disc_real_1: 0.24904833734035492 (0.2030967122742108) | > loss_disc_real_2: 0.24635794758796692 (0.20625989777701242) | > loss_disc_real_3: 0.23977185785770416 (0.22332293753113067) | > loss_disc_real_4: 0.24011310935020447 (0.23550101476056234) | > loss_disc_real_5: 0.2071094661951065 (0.22334742971829005) | > loss_0: 2.330547332763672 (2.3473605939320157) | > grad_norm_0: tensor(21.4417, device='cuda:0') (tensor(9.2862, device='cuda:0')) | > loss_gen: 2.760690212249756 (2.494711927005223) | > loss_kl: 1.7807334661483765 (1.874204226902553) | > loss_feat: 7.376805782318115 (6.843211310250418) | > loss_mel: 17.954200744628906 (18.081993511744905) | > loss_duration: 2.0295982360839844 (2.101118496486119) | > loss_1: 31.902029037475586 (31.39523901258196) | > grad_norm_1: tensor(302.5005, device='cuda:0') (tensor(115.1962, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3557 (0.362889221736363) | > loader_time: 0.0031 (0.003218599728175572)  --> TIME: 2024-06-11 13:01:10 -- STEP: 39/330 -- GLOBAL_STEP: 252050 | > loss_disc: 2.261641025543213 (2.3505727083255086) | > loss_disc_real_0: 0.11226865649223328 (0.1086584216891191) | > loss_disc_real_1: 0.21325813233852386 (0.19980542705609247) | > loss_disc_real_2: 0.20021282136440277 (0.21157278082309625) | > loss_disc_real_3: 0.18680834770202637 (0.2289060468857105) | > loss_disc_real_4: 0.22331225872039795 (0.23261825549296844) | > loss_disc_real_5: 0.20216019451618195 (0.220805823802948) | > loss_0: 2.261641025543213 (2.3505727083255086) | > grad_norm_0: tensor(8.0765, device='cuda:0') (tensor(11.7166, device='cuda:0')) | > loss_gen: 2.605102062225342 (2.4760011465121536) | > loss_kl: 1.9274641275405884 (1.8915527386543078) | > loss_feat: 7.598712921142578 (6.9319239518581295) | > loss_mel: 17.835845947265625 (17.95559208209698) | > loss_duration: 2.026726245880127 (2.041717312274835) | > loss_1: 31.993850708007812 (31.29678696852464) | > grad_norm_1: tensor(114.4312, device='cuda:0') (tensor(115.8941, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3762 (0.36391371947068435) | > loader_time: 0.0034 (0.0032958678710155)  --> TIME: 2024-06-11 13:01:19 -- STEP: 64/330 -- GLOBAL_STEP: 252075 | > loss_disc: 2.340487241744995 (2.3571006059646615) | > loss_disc_real_0: 0.08291801810264587 (0.11001532850787044) | > loss_disc_real_1: 0.1784551590681076 (0.19786547869443893) | > loss_disc_real_2: 0.21052026748657227 (0.21201943489722908) | > loss_disc_real_3: 0.20655111968517303 (0.22942275553941727) | > loss_disc_real_4: 0.20389924943447113 (0.2339216999243945) | > loss_disc_real_5: 0.20032930374145508 (0.22194093116559088) | > loss_0: 2.340487241744995 (2.3571006059646615) | > grad_norm_0: tensor(18.9354, device='cuda:0') (tensor(12.0818, device='cuda:0')) | > loss_gen: 2.4031999111175537 (2.467924226075411) | > loss_kl: 1.9035588502883911 (1.9211352784186602) | > loss_feat: 7.704655170440674 (6.967110954225063) | > loss_mel: 18.25706672668457 (17.91991880536079) | > loss_duration: 2.005401849746704 (2.0217411518096924) | > loss_1: 32.27388381958008 (31.29783034324646) | > grad_norm_1: tensor(157.5470, device='cuda:0') (tensor(118.4435, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3636 (0.36775654926896095) | > loader_time: 0.0034 (0.0033912882208824158)  --> TIME: 2024-06-11 13:01:29 -- STEP: 89/330 -- GLOBAL_STEP: 252100 | > loss_disc: 2.3517298698425293 (2.3453647688533494) | > loss_disc_real_0: 0.10411366075277328 (0.10957184651594483) | > loss_disc_real_1: 0.1806577444076538 (0.19700202496533983) | > loss_disc_real_2: 0.24242722988128662 (0.21197503269388435) | > loss_disc_real_3: 0.20116585493087769 (0.2285811288303204) | > loss_disc_real_4: 0.21705925464630127 (0.23191786130492606) | > loss_disc_real_5: 0.2026968151330948 (0.22066107258368073) | > loss_0: 2.3517298698425293 (2.3453647688533494) | > grad_norm_0: tensor(8.7440, device='cuda:0') (tensor(11.2022, device='cuda:0')) | > loss_gen: 2.46085786819458 (2.4820847055885227) | > loss_kl: 1.981093406677246 (1.9353693094146385) | > loss_feat: 7.131306171417236 (7.017424878109707) | > loss_mel: 18.337440490722656 (17.888792745183018) | > loss_duration: 2.016378402709961 (2.0142419525746544) | > loss_1: 31.92707633972168 (31.337913470321826) | > grad_norm_1: tensor(219.6794, device='cuda:0') (tensor(114.6659, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3819 (0.36941698695836445) | > loader_time: 0.004 (0.003506376502219211)  --> TIME: 2024-06-11 13:01:39 -- STEP: 114/330 -- GLOBAL_STEP: 252125 | > loss_disc: 2.278970241546631 (2.354003057145236) | > loss_disc_real_0: 0.1079912856221199 (0.1117718532812177) | > loss_disc_real_1: 0.17085064947605133 (0.19710301294138557) | > loss_disc_real_2: 0.20020413398742676 (0.21239322489290907) | > loss_disc_real_3: 0.21208031475543976 (0.22941922644774118) | > loss_disc_real_4: 0.21364296972751617 (0.23169511164489545) | > loss_disc_real_5: 0.22589533030986786 (0.2216320223452752) | > loss_0: 2.278970241546631 (2.354003057145236) | > grad_norm_0: tensor(12.5010, device='cuda:0') (tensor(11.3899, device='cuda:0')) | > loss_gen: 2.5866501331329346 (2.4728485910516036) | > loss_kl: 1.9480687379837036 (1.9387534041153758) | > loss_feat: 7.700741291046143 (7.0219926834106445) | > loss_mel: 18.70807456970215 (17.87795307761744) | > loss_duration: 2.025789737701416 (2.0152344128541775) | > loss_1: 32.96932601928711 (31.326782159637986) | > grad_norm_1: tensor(167.6805, device='cuda:0') (tensor(122.3724, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3708 (0.37086517350715503) | > loader_time: 0.0051 (0.0036601162793343527)  --> TIME: 2024-06-11 13:01:48 -- STEP: 139/330 -- GLOBAL_STEP: 252150 | > loss_disc: 2.3970847129821777 (2.3547096235288993) | > loss_disc_real_0: 0.09832019358873367 (0.11271858896068532) | > loss_disc_real_1: 0.22863824665546417 (0.19771582552854963) | > loss_disc_real_2: 0.19137969613075256 (0.2128087795681233) | > loss_disc_real_3: 0.21443909406661987 (0.22901955933021984) | > loss_disc_real_4: 0.23079878091812134 (0.23074007784719947) | > loss_disc_real_5: 0.20206288993358612 (0.22150105741813028) | > loss_0: 2.3970847129821777 (2.3547096235288993) | > grad_norm_0: tensor(6.9515, device='cuda:0') (tensor(13.9930, device='cuda:0')) | > loss_gen: 2.508850336074829 (2.4771809372112905) | > loss_kl: 2.00701642036438 (1.9381923692689524) | > loss_feat: 7.75028133392334 (7.041811239805153) | > loss_mel: 17.949411392211914 (17.885656754747565) | > loss_duration: 2.087859630584717 (2.0201029014244343) | > loss_1: 32.30341720581055 (31.362944157003497) | > grad_norm_1: tensor(375.6412, device='cuda:0') (tensor(156.0501, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3712 (0.3713872947281213) | > loader_time: 0.0043 (0.0037630890770781814)  --> TIME: 2024-06-11 13:01:58 -- STEP: 164/330 -- GLOBAL_STEP: 252175 | > loss_disc: 2.3115358352661133 (2.3531452911656072) | > loss_disc_real_0: 0.09929203242063522 (0.11343297628095238) | > loss_disc_real_1: 0.1743798404932022 (0.19732489782135654) | > loss_disc_real_2: 0.19500920176506042 (0.212769831553465) | > loss_disc_real_3: 0.2196863293647766 (0.2291448576966437) | > loss_disc_real_4: 0.2241857647895813 (0.22997483847344793) | > loss_disc_real_5: 0.23584379255771637 (0.22159915699101077) | > loss_0: 2.3115358352661133 (2.3531452911656072) | > grad_norm_0: tensor(12.8103, device='cuda:0') (tensor(16.7641, device='cuda:0')) | > loss_gen: 2.6509177684783936 (2.4892623046549356) | > loss_kl: 1.8965362310409546 (1.942208676076517) | > loss_feat: 7.248483657836914 (7.069689154624939) | > loss_mel: 17.926902770996094 (17.88131658042349) | > loss_duration: 2.0985898971557617 (2.023351931717337) | > loss_1: 31.821430206298828 (31.40582858062372) | > grad_norm_1: tensor(456.9678, device='cuda:0') (tensor(176.7665, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3723 (0.37254371003406794) | > loader_time: 0.005 (0.003861976832878299)  --> TIME: 2024-06-11 13:02:08 -- STEP: 189/330 -- GLOBAL_STEP: 252200 | > loss_disc: 2.4450857639312744 (2.3556844973690287) | > loss_disc_real_0: 0.1271630823612213 (0.11443328181350673) | > loss_disc_real_1: 0.2190442979335785 (0.19834509081941426) | > loss_disc_real_2: 0.2129753828048706 (0.21232058864737313) | > loss_disc_real_3: 0.2310609072446823 (0.2283340149297916) | > loss_disc_real_4: 0.24245433509349823 (0.2301369007460024) | > loss_disc_real_5: 0.22423355281352997 (0.22199323639352486) | > loss_0: 2.4450857639312744 (2.3556844973690287) | > grad_norm_0: tensor(46.6432, device='cuda:0') (tensor(19.3901, device='cuda:0')) | > loss_gen: 2.530911445617676 (2.4929933888571605) | > loss_kl: 1.9488552808761597 (1.9480219934352492) | > loss_feat: 6.772830009460449 (7.061274397310126) | > loss_mel: 16.977516174316406 (17.84434701021385) | > loss_duration: 2.112644672393799 (2.0304695796714247) | > loss_1: 30.342758178710938 (31.377106308306335) | > grad_norm_1: tensor(360.3635, device='cuda:0') (tensor(197.1708, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.3974 (0.37493978984772197) | > loader_time: 0.0047 (0.003978576609697289)  --> TIME: 2024-06-11 13:02:18 -- STEP: 214/330 -- GLOBAL_STEP: 252225 | > loss_disc: 2.296780586242676 (2.3558702691693156) | > loss_disc_real_0: 0.17709147930145264 (0.11562214581139177) | > loss_disc_real_1: 0.18906523287296295 (0.19860265473617564) | > loss_disc_real_2: 0.22481538355350494 (0.21252362381353557) | > loss_disc_real_3: 0.22619324922561646 (0.22880555717187506) | > loss_disc_real_4: 0.20586328208446503 (0.22917402083071592) | > loss_disc_real_5: 0.2176695019006729 (0.22212203863625216) | > loss_0: 2.296780586242676 (2.3558702691693156) | > grad_norm_0: tensor(8.4739, device='cuda:0') (tensor(21.9831, device='cuda:0')) | > loss_gen: 2.7257721424102783 (2.502255593504861) | > loss_kl: 1.9008952379226685 (1.9495867501909487) | > loss_feat: 6.301462173461914 (7.08417062670271) | > loss_mel: 16.388532638549805 (17.820830104507007) | > loss_duration: 2.1602492332458496 (2.0379305593321253) | > loss_1: 29.476911544799805 (31.39477358131765) | > grad_norm_1: tensor(519.4971, device='cuda:0') (tensor(220.7656, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.4074 (0.3775781927821791) | > loader_time: 0.0048 (0.004097746911449967)  --> TIME: 2024-06-11 13:02:29 -- STEP: 239/330 -- GLOBAL_STEP: 252250 | > loss_disc: 2.4694936275482178 (2.356403051559893) | > loss_disc_real_0: 0.0741739571094513 (0.11639095727494571) | > loss_disc_real_1: 0.18792647123336792 (0.19860898781271652) | > loss_disc_real_2: 0.22370964288711548 (0.2128132164602998) | > loss_disc_real_3: 0.23289120197296143 (0.22853049667061123) | > loss_disc_real_4: 0.19511063396930695 (0.22803896509703234) | > loss_disc_real_5: 0.19188714027404785 (0.22160743301633012) | > loss_0: 2.4694936275482178 (2.356403051559893) | > grad_norm_0: tensor(30.9591, device='cuda:0') (tensor(24.9598, device='cuda:0')) | > loss_gen: 2.3909659385681152 (2.504064014267223) | > loss_kl: 1.9545605182647705 (1.9470720056709385) | > loss_feat: 6.849002361297607 (7.1050662535503815) | > loss_mel: 18.221553802490234 (17.787897006238346) | > loss_duration: 2.077571392059326 (2.045459538324108) | > loss_1: 31.493654251098633 (31.38955878413372) | > grad_norm_1: tensor(110.2737, device='cuda:0') (tensor(243.9521, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.4106 (0.3822119295846467) | > loader_time: 0.0054 (0.004224835080581728)  --> TIME: 2024-06-11 13:02:40 -- STEP: 264/330 -- GLOBAL_STEP: 252275 | > loss_disc: 2.3652729988098145 (2.357283230080747) | > loss_disc_real_0: 0.11589203774929047 (0.11719734312006921) | > loss_disc_real_1: 0.17454543709754944 (0.19829112675153843) | > loss_disc_real_2: 0.2133341282606125 (0.21285913325846195) | > loss_disc_real_3: 0.21246524155139923 (0.22855091772296213) | > loss_disc_real_4: 0.23314888775348663 (0.2289638010164102) | > loss_disc_real_5: 0.22760681807994843 (0.22193337638269772) | > loss_0: 2.3652729988098145 (2.357283230080747) | > grad_norm_0: tensor(55.7890, device='cuda:0') (tensor(24.3107, device='cuda:0')) | > loss_gen: 2.4081010818481445 (2.5014234058784717) | > loss_kl: 1.966694951057434 (1.9518434996857787) | > loss_feat: 6.152557373046875 (7.098390803192601) | > loss_mel: 16.425457000732422 (17.73282728773174) | > loss_duration: 2.158616781234741 (2.052999483365001) | > loss_1: 29.111425399780273 (31.337484475338098) | > grad_norm_1: tensor(347.1977, device='cuda:0') (tensor(242.7691, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.4339 (0.38668760296070204) | > loader_time: 0.0056 (0.004362809838670672)  --> TIME: 2024-06-11 13:02:51 -- STEP: 289/330 -- GLOBAL_STEP: 252300 | > loss_disc: 2.361849308013916 (2.3584712269396917) | > loss_disc_real_0: 0.10254563391208649 (0.11794606732868405) | > loss_disc_real_1: 0.17983299493789673 (0.19885239742412691) | > loss_disc_real_2: 0.22014573216438293 (0.2133270722772011) | > loss_disc_real_3: 0.2679579257965088 (0.2287096405421161) | > loss_disc_real_4: 0.2842510938644409 (0.2288856365585822) | > loss_disc_real_5: 0.21001699566841125 (0.2215769850877742) | > loss_0: 2.361849308013916 (2.3584712269396917) | > grad_norm_0: tensor(54.6966, device='cuda:0') (tensor(25.3733, device='cuda:0')) | > loss_gen: 2.4680778980255127 (2.49870872332563) | > loss_kl: 1.916820764541626 (1.9549406354402588) | > loss_feat: 6.59691047668457 (7.103497769180879) | > loss_mel: 17.06822967529297 (17.69396504068869) | > loss_duration: 2.2048821449279785 (2.0626105309357694) | > loss_1: 30.254920959472656 (31.31372271607079) | > grad_norm_1: tensor(589.0614, device='cuda:0') (tensor(253.2417, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.4599 (0.3918324399571929) | > loader_time: 0.007 (0.004522171812486482)  --> TIME: 2024-06-11 13:03:04 -- STEP: 314/330 -- GLOBAL_STEP: 252325 | > loss_disc: 2.3741018772125244 (2.360411820138334) | > loss_disc_real_0: 0.1008543074131012 (0.11857218207542304) | > loss_disc_real_1: 0.20204044878482819 (0.1988531097200265) | > loss_disc_real_2: 0.2030920535326004 (0.21333739114035466) | > loss_disc_real_3: 0.20514610409736633 (0.22855214807827756) | > loss_disc_real_4: 0.21847480535507202 (0.2287069076945068) | > loss_disc_real_5: 0.21690253913402557 (0.22143045286084437) | > loss_0: 2.3741018772125244 (2.360411820138334) | > grad_norm_0: tensor(32.6283, device='cuda:0') (tensor(26.9302, device='cuda:0')) | > loss_gen: 2.422104835510254 (2.4961515163919734) | > loss_kl: 1.920647144317627 (1.9555166834478925) | > loss_feat: 7.402088165283203 (7.124471564201793) | > loss_mel: 17.752105712890625 (17.66246614638407) | > loss_duration: 2.2582201957702637 (2.0753193892491093) | > loss_1: 31.755165100097656 (31.3139253057492) | > grad_norm_1: tensor(484.6104, device='cuda:0') (tensor(268.4243, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.5125 (0.3994400394949943) | > loader_time: 0.0076 (0.004724283127268408)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3845040798187256 (2.3845040798187256) | > loss_disc_real_0: 0.08349720388650894 (0.08349720388650894) | > loss_disc_real_1: 0.1513923555612564 (0.1513923555612564) | > loss_disc_real_2: 0.20264951884746552 (0.20264951884746552) | > loss_disc_real_3: 0.2083195149898529 (0.2083195149898529) | > loss_disc_real_4: 0.32430434226989746 (0.32430434226989746) | > loss_disc_real_5: 0.19450201094150543 (0.19450201094150543) | > loss_0: 2.3845040798187256 (2.3845040798187256) | > loss_gen: 2.288999080657959 (2.288999080657959) | > loss_kl: 2.392185688018799 (2.392185688018799) | > loss_feat: 6.115394115447998 (6.115394115447998) | > loss_mel: 16.09059715270996 (16.09059715270996) | > loss_duration: 3.019416332244873 (3.019416332244873) | > loss_1: 29.906593322753906 (29.906593322753906)  --> STEP: 1 | > loss_disc: 2.2410337924957275 (2.2410337924957275) | > loss_disc_real_0: 0.08627274632453918 (0.08627274632453918) | > loss_disc_real_1: 0.17698997259140015 (0.17698997259140015) | > loss_disc_real_2: 0.1579449623823166 (0.1579449623823166) | > loss_disc_real_3: 0.16833354532718658 (0.16833354532718658) | > loss_disc_real_4: 0.22600020468235016 (0.22600020468235016) | > loss_disc_real_5: 0.1959972083568573 (0.1959972083568573) | > loss_0: 2.2410337924957275 (2.2410337924957275) | > loss_gen: 2.1240365505218506 (2.1240365505218506) | > loss_kl: 2.202660322189331 (2.202660322189331) | > loss_feat: 6.308985710144043 (6.308985710144043) | > loss_mel: 16.63083839416504 (16.63083839416504) | > loss_duration: 2.3727824687957764 (2.3727824687957764) | > loss_1: 29.63930320739746 (29.63930320739746)  --> STEP: 2 | > loss_disc: 2.387561798095703 (2.3142977952957153) | > loss_disc_real_0: 0.07169406116008759 (0.07898340374231339) | > loss_disc_real_1: 0.17717085778713226 (0.1770804151892662) | > loss_disc_real_2: 0.22723853588104248 (0.19259174913167953) | > loss_disc_real_3: 0.2936290204524994 (0.230981282889843) | > loss_disc_real_4: 0.2494163066148758 (0.23770825564861298) | > loss_disc_real_5: 0.19741885364055634 (0.19670803099870682) | > loss_0: 2.387561798095703 (2.3142977952957153) | > loss_gen: 2.36199688911438 (2.2430167198181152) | > loss_kl: 3.314340353012085 (2.758500337600708) | > loss_feat: 6.083204746246338 (6.19609522819519) | > loss_mel: 21.084623336791992 (18.857730865478516) | > loss_duration: 2.562617778778076 (2.4677001237869263) | > loss_1: 35.40678405761719 (32.523043632507324)  --> STEP: 3 | > loss_disc: 2.3011703491210938 (2.309921979904175) | > loss_disc_real_0: 0.19501438736915588 (0.11766039828459422) | > loss_disc_real_1: 0.18142080307006836 (0.1785272111495336) | > loss_disc_real_2: 0.17633934319019318 (0.18717428048451742) | > loss_disc_real_3: 0.1668149083852768 (0.20959249138832092) | > loss_disc_real_4: 0.2466031312942505 (0.2406732141971588) | > loss_disc_real_5: 0.20380990207195282 (0.19907532135645548) | > loss_0: 2.3011703491210938 (2.309921979904175) | > loss_gen: 2.2440357208251953 (2.243356386820475) | > loss_kl: 2.776271104812622 (2.764423926671346) | > loss_feat: 7.194875240325928 (6.5290218989054365) | > loss_mel: 19.672504425048828 (19.129322052001953) | > loss_duration: 2.2922286987304688 (2.409209648768107) | > loss_1: 34.17991638183594 (33.075334548950195)  --> STEP: 4 | > loss_disc: 2.5288240909576416 (2.3646475076675415) | > loss_disc_real_0: 0.1621362864971161 (0.12877937033772469) | > loss_disc_real_1: 0.25747600197792053 (0.19826440885663033) | > loss_disc_real_2: 0.17983277142047882 (0.18533890321850777) | > loss_disc_real_3: 0.21048744022846222 (0.20981622859835625) | > loss_disc_real_4: 0.26184341311454773 (0.24596576392650604) | > loss_disc_real_5: 0.20189084112644196 (0.1997792012989521) | > loss_0: 2.5288240909576416 (2.3646475076675415) | > loss_gen: 2.2468478679656982 (2.244229257106781) | > loss_kl: 2.778486490249634 (2.767939567565918) | > loss_feat: 7.784788131713867 (6.842963457107544) | > loss_mel: 17.42715072631836 (18.703779220581055) | > loss_duration: 2.3176651000976562 (2.3863235116004944) | > loss_1: 32.55493927001953 (32.94523572921753)  --> STEP: 5 | > loss_disc: 2.5595335960388184 (2.403624725341797) | > loss_disc_real_0: 0.22093166410923004 (0.14720982909202576) | > loss_disc_real_1: 0.17914430797100067 (0.1944403886795044) | > loss_disc_real_2: 0.19582585990428925 (0.18743629455566407) | > loss_disc_real_3: 0.24415640532970428 (0.21668426394462587) | > loss_disc_real_4: 0.24925749003887177 (0.2466241091489792) | > loss_disc_real_5: 0.23042765259742737 (0.20590889155864717) | > loss_0: 2.5595335960388184 (2.403624725341797) | > loss_gen: 2.150485038757324 (2.2254804134368897) | > loss_kl: 2.7272918224334717 (2.7598100185394285) | > loss_feat: 5.096703052520752 (6.493711376190186) | > loss_mel: 19.14682388305664 (18.79238815307617) | > loss_duration: 2.3794894218444824 (2.384956693649292) | > loss_1: 31.50079345703125 (32.65634727478027)  --> STEP: 6 | > loss_disc: 2.5984275341033936 (2.4360918601353965) | > loss_disc_real_0: 0.08707869052886963 (0.13718797266483307) | > loss_disc_real_1: 0.16827420890331268 (0.19007935871680579) | > loss_disc_real_2: 0.17867377400398254 (0.18597587446371713) | > loss_disc_real_3: 0.25327110290527344 (0.2227820704380671) | > loss_disc_real_4: 0.2837195098400116 (0.2528066759308179) | > loss_disc_real_5: 0.3175901174545288 (0.22452242920796076) | > loss_0: 2.5984275341033936 (2.4360918601353965) | > loss_gen: 2.073277473449707 (2.2001132567723594) | > loss_kl: 2.946934461593628 (2.7909974257151284) | > loss_feat: 5.656571388244629 (6.354188044865926) | > loss_mel: 19.18276596069336 (18.85745112101237) | > loss_duration: 2.1615748405456543 (2.3477263847986856) | > loss_1: 32.02112579345703 (32.550477027893066)  --> STEP: 7 | > loss_disc: 2.3164620399475098 (2.419001885822841) | > loss_disc_real_0: 0.08676064014434814 (0.12998406801904952) | > loss_disc_real_1: 0.18155580759048462 (0.18886170855590276) | > loss_disc_real_2: 0.10781856626272202 (0.17481054472071783) | > loss_disc_real_3: 0.17698635160923004 (0.2162398248910904) | > loss_disc_real_4: 0.1854516565799713 (0.2431845303092684) | > loss_disc_real_5: 0.14511267840862274 (0.21317817909376963) | > loss_0: 2.3164620399475098 (2.419001885822841) | > loss_gen: 1.920604944229126 (2.1601834978376115) | > loss_kl: 4.404038429260254 (3.0214318547930037) | > loss_feat: 5.005560874938965 (6.161527020590646) | > loss_mel: 17.127172470092773 (18.610268456595286) | > loss_duration: 2.515768527984619 (2.371732405253819) | > loss_1: 30.97314453125 (32.325143814086914)  --> STEP: 8 | > loss_disc: 2.5791380405426025 (2.4390189051628113) | > loss_disc_real_0: 0.2240273654460907 (0.14173948019742966) | > loss_disc_real_1: 0.22382134199142456 (0.19323166273534298) | > loss_disc_real_2: 0.19292743504047394 (0.17707515601068735) | > loss_disc_real_3: 0.23430705070495605 (0.2184982281178236) | > loss_disc_real_4: 0.2703988552093506 (0.24658632092177868) | > loss_disc_real_5: 0.21977511048316956 (0.2140027955174446) | > loss_0: 2.5791380405426025 (2.4390189051628113) | > loss_gen: 2.4507744312286377 (2.19650736451149) | > loss_kl: 2.8228938579559326 (2.9966146051883698) | > loss_feat: 9.62933349609375 (6.595002830028534) | > loss_mel: 18.066755294799805 (18.54232931137085) | > loss_duration: 2.241269111633301 (2.3554244935512543) | > loss_1: 35.21102523803711 (32.68587899208069)  --> STEP: 9 | > loss_disc: 2.319413900375366 (2.4257294601864285) | > loss_disc_real_0: 0.21780414879322052 (0.15019111004140642) | > loss_disc_real_1: 0.18333327770233154 (0.19213184217611948) | > loss_disc_real_2: 0.17749877274036407 (0.177122224536207) | > loss_disc_real_3: 0.1345924735069275 (0.2091753664943907) | > loss_disc_real_4: 0.18317006528377533 (0.23954007029533386) | > loss_disc_real_5: 0.11232977360486984 (0.20270579308271408) | > loss_0: 2.319413900375366 (2.4257294601864285) | > loss_gen: 2.286085605621338 (2.2064605024125843) | > loss_kl: 2.9337081909179688 (2.98962500360277) | > loss_feat: 12.271337509155273 (7.225706683264838) | > loss_mel: 20.01767349243164 (18.706256442599827) | > loss_duration: 2.148157835006714 (2.3323948648240833) | > loss_1: 39.65696334838867 (33.46044392055936)  --> STEP: 10 | > loss_disc: 2.2462844848632812 (2.4077849626541137) | > loss_disc_real_0: 0.1823829710483551 (0.15341029614210128) | > loss_disc_real_1: 0.16891513764858246 (0.18981017172336578) | > loss_disc_real_2: 0.18795889616012573 (0.17820589169859885) | > loss_disc_real_3: 0.18133705854415894 (0.20639153569936752) | > loss_disc_real_4: 0.28790971636772156 (0.24437703490257262) | > loss_disc_real_5: 0.2061018943786621 (0.20304540321230888) | > loss_0: 2.2462844848632812 (2.4077849626541137) | > loss_gen: 2.478653907775879 (2.2336798429489138) | > loss_kl: 2.775644540786743 (2.968226957321167) | > loss_feat: 5.473188877105713 (7.050454902648926) | > loss_mel: 18.555923461914062 (18.69122314453125) | > loss_duration: 2.3092870712280273 (2.3300840854644775) | > loss_1: 31.592697143554688 (33.27366924285889)  --> STEP: 11 | > loss_disc: 2.2528748512268066 (2.3937022252516313) | > loss_disc_real_0: 0.10628820210695267 (0.14912646941163324) | > loss_disc_real_1: 0.09774114936590195 (0.18144026059996) | > loss_disc_real_2: 0.20408937335014343 (0.1805589354851029) | > loss_disc_real_3: 0.19202347099781036 (0.20508534799922595) | > loss_disc_real_4: 0.29127833247184753 (0.24864078922705216) | > loss_disc_real_5: 0.22083976864814758 (0.20466307279738513) | > loss_0: 2.2528748512268066 (2.3937022252516313) | > loss_gen: 2.2347474098205566 (2.2337768944826992) | > loss_kl: 3.0721476078033447 (2.977674289183183) | > loss_feat: 7.949308395385742 (7.132168856534091) | > loss_mel: 18.37876319885254 (18.662817694924094) | > loss_duration: 2.4368667602539062 (2.3397916013544258) | > loss_1: 34.07183074951172 (33.34622937982733)  --> STEP: 12 | > loss_disc: 2.6051459312438965 (2.41132253408432) | > loss_disc_real_0: 0.1180267482995987 (0.14653482598563036) | > loss_disc_real_1: 0.17260989546775818 (0.18070439683894315) | > loss_disc_real_2: 0.22647017240524292 (0.18438487189511457) | > loss_disc_real_3: 0.21147188544273376 (0.20561755945285162) | > loss_disc_real_4: 0.3252670168876648 (0.25502630819876987) | > loss_disc_real_5: 0.27048006653785706 (0.2101478222757578) | > loss_0: 2.6051459312438965 (2.41132253408432) | > loss_gen: 2.0209896564483643 (2.216044624646505) | > loss_kl: 2.3116650581359863 (2.9221735199292502) | > loss_feat: 5.1160149574279785 (6.9641560316085815) | > loss_mel: 18.012256622314453 (18.608604272206623) | > loss_duration: 2.2790989875793457 (2.3347338835398355) | > loss_1: 29.740026473999023 (33.0457124710083)  --> STEP: 13 | > loss_disc: 2.3346481323242188 (2.405424503179697) | > loss_disc_real_0: 0.10053321719169617 (0.14299624069378927) | > loss_disc_real_1: 0.1916842758655548 (0.1815490029179133) | > loss_disc_real_2: 0.22790445387363434 (0.18773253204730841) | > loss_disc_real_3: 0.20159640908241272 (0.2053082401935871) | > loss_disc_real_4: 0.25946614146232605 (0.25536783383442807) | > loss_disc_real_5: 0.21825097501277924 (0.21077114171706712) | > loss_0: 2.3346481323242188 (2.405424503179697) | > loss_gen: 2.380981683731079 (2.2287320907299337) | > loss_kl: 2.483181953430176 (2.8884049378908596) | > loss_feat: 5.619988441467285 (6.860758524674636) | > loss_mel: 14.56009578704834 (18.297180542579063) | > loss_duration: 2.2513487339019775 (2.3283196412600002) | > loss_1: 27.295595169067383 (32.60339575547438)  --> STEP: 14 | > loss_disc: 2.1775522232055664 (2.3891479117529735) | > loss_disc_real_0: 0.10567346960306168 (0.140330328473023) | > loss_disc_real_1: 0.16288389265537262 (0.18021578075630323) | > loss_disc_real_2: 0.13966044783592224 (0.18429881174649512) | > loss_disc_real_3: 0.23202726244926453 (0.20721674178327834) | > loss_disc_real_4: 0.27930817008018494 (0.2570778578519821) | > loss_disc_real_5: 0.23097635805606842 (0.21221437145556724) | > loss_0: 2.1775522232055664 (2.3891479117529735) | > loss_gen: 2.521332025527954 (2.2496320860726495) | > loss_kl: 3.154165029525757 (2.9073878015790666) | > loss_feat: 7.345152854919434 (6.895358119692121) | > loss_mel: 19.151687622070312 (18.358216762542725) | > loss_duration: 2.341017723083496 (2.329226647104536) | > loss_1: 34.51335525512695 (32.73982143402099)  --> STEP: 15 | > loss_disc: 2.5392394065856934 (2.399154011408488) | > loss_disc_real_0: 0.2066495269536972 (0.14475160837173462) | > loss_disc_real_1: 0.20990470051765442 (0.18219504207372667) | > loss_disc_real_2: 0.19976109266281128 (0.18532963047424952) | > loss_disc_real_3: 0.24267704784870148 (0.20958076218763988) | > loss_disc_real_4: 0.2886410653591156 (0.259182071685791) | > loss_disc_real_5: 0.24817927181720734 (0.21461203147967656) | > loss_0: 2.5392394065856934 (2.399154011408488) | > loss_gen: 2.45027494430542 (2.2630082766215005) | > loss_kl: 3.4487929344177246 (2.9434814771016438) | > loss_feat: 6.629807472229004 (6.87765474319458) | > loss_mel: 17.772245407104492 (18.31915200551351) | > loss_duration: 2.3193650245666504 (2.32856920560201) | > loss_1: 32.620487213134766 (32.73186581929524)  --> STEP: 16 | > loss_disc: 2.3304805755615234 (2.3948619216680527) | > loss_disc_real_0: 0.11494217813014984 (0.14288851898163557) | > loss_disc_real_1: 0.1495455652475357 (0.18015444977208972) | > loss_disc_real_2: 0.1841985583305359 (0.18525893846526742) | > loss_disc_real_3: 0.19643475115299225 (0.2087591364979744) | > loss_disc_real_4: 0.3128402531147003 (0.26253570802509785) | > loss_disc_real_5: 0.21615241467952728 (0.21470830542966723) | > loss_0: 2.3304805755615234 (2.3948619216680527) | > loss_gen: 2.456420421600342 (2.2750965356826782) | > loss_kl: 2.09015154838562 (2.8901483565568924) | > loss_feat: 10.912922859191895 (7.129859000444412) | > loss_mel: 18.860088348388672 (18.352960526943207) | > loss_duration: 2.3982224464416504 (2.3329225331544876) | > loss_1: 36.71780776977539 (32.98098719120024)  --> STEP: 17 | > loss_disc: 2.70027756690979 (2.4128275478587433) | > loss_disc_real_0: 0.1795477420091629 (0.14504494386560776) | > loss_disc_real_1: 0.20112363994121552 (0.18138793154674418) | > loss_disc_real_2: 0.25611668825149536 (0.18942704139386907) | > loss_disc_real_3: 0.262371301651001 (0.21191279327168183) | > loss_disc_real_4: 0.32695698738098145 (0.2663251950460322) | > loss_disc_real_5: 0.24503058195114136 (0.21649196875445983) | > loss_0: 2.70027756690979 (2.4128275478587433) | > loss_gen: 2.1794607639312744 (2.2694709020502426) | > loss_kl: 2.3512864112854004 (2.858450595070334) | > loss_feat: 5.795319080352783 (7.0513566522037285) | > loss_mel: 17.514408111572266 (18.30363391427433) | > loss_duration: 2.4369843006134033 (2.339043813593247) | > loss_1: 30.2774600982666 (32.821956185733555)  --> STEP: 18 | > loss_disc: 1.970758318901062 (2.388268146249983) | > loss_disc_real_0: 0.11337120831012726 (0.14328529189030328) | > loss_disc_real_1: 0.09172600507736206 (0.17640671340955627) | > loss_disc_real_2: 0.18710686266422272 (0.18929814257555538) | > loss_disc_real_3: 0.17279329895973206 (0.20973948803212908) | > loss_disc_real_4: 0.20189760625362396 (0.26274588455756503) | > loss_disc_real_5: 0.15671411156654358 (0.2131709766884645) | > loss_0: 1.970758318901062 (2.388268146249983) | > loss_gen: 2.664316177368164 (2.291406750679016) | > loss_kl: 2.6520681381225586 (2.8469849030176797) | > loss_feat: 10.265960693359375 (7.229945765601264) | > loss_mel: 18.34275245666504 (18.305807166629368) | > loss_duration: 2.261122703552246 (2.3347148630354138) | > loss_1: 36.18621826171875 (33.0088596343994)  --> STEP: 19 | > loss_disc: 2.4609758853912354 (2.3920948693626807) | > loss_disc_real_0: 0.10726146399974823 (0.14138930094869515) | > loss_disc_real_1: 0.14210964739322662 (0.17460160467185473) | > loss_disc_real_2: 0.22039608657360077 (0.19093487647018934) | > loss_disc_real_3: 0.2504442036151886 (0.21188184148386904) | > loss_disc_real_4: 0.3363840878009796 (0.26662157946511317) | > loss_disc_real_5: 0.23753722012043 (0.21445341055330477) | > loss_0: 2.4609758853912354 (2.3920948693626807) | > loss_gen: 2.2197883129119873 (2.2876373592175936) | > loss_kl: 2.058328151702881 (2.80547665294848) | > loss_feat: 6.439859867095947 (7.188362297258879) | > loss_mel: 16.04717445373535 (18.186931760687578) | > loss_duration: 2.343189239501953 (2.335160882849442) | > loss_1: 29.108339309692383 (32.80356909099377)  --> STEP: 20 | > loss_disc: 2.515410900115967 (2.3982606709003447) | > loss_disc_real_0: 0.1505662053823471 (0.14184814617037775) | > loss_disc_real_1: 0.2094319760799408 (0.17634312324225904) | > loss_disc_real_2: 0.18972444534301758 (0.19087435491383076) | > loss_disc_real_3: 0.24107539653778076 (0.21334151923656464) | > loss_disc_real_4: 0.33253931999206543 (0.2699174664914608) | > loss_disc_real_5: 0.31073951721191406 (0.21926771588623523) | > loss_0: 2.515410900115967 (2.3982606709003447) | > loss_gen: 2.4227843284606934 (2.2943947076797486) | > loss_kl: 2.4328079223632812 (2.78684321641922) | > loss_feat: 6.45103120803833 (7.151495742797851) | > loss_mel: 18.380151748657227 (18.19659276008606) | > loss_duration: 2.300487995147705 (2.3334272384643553) | > loss_1: 31.987262725830078 (32.762753772735586)  --> STEP: 21 | > loss_disc: 2.407744884490967 (2.398712300118946) | > loss_disc_real_0: 0.14345158636569977 (0.1419245004653931) | > loss_disc_real_1: 0.14747358858585358 (0.1749683834967159) | > loss_disc_real_2: 0.173858642578125 (0.19006408289784477) | > loss_disc_real_3: 0.19711712002754211 (0.21256892879803976) | > loss_disc_real_4: 0.2513275146484375 (0.26903223068941207) | > loss_disc_real_5: 0.2249191850423813 (0.21953683346509933) | > loss_0: 2.407744884490967 (2.398712300118946) | > loss_gen: 2.153488874435425 (2.2876849060966853) | > loss_kl: 2.7732510566711426 (2.7861959707169306) | > loss_feat: 6.381202220916748 (7.1148150988987515) | > loss_mel: 16.323970794677734 (18.107420285542805) | > loss_duration: 2.167963743209839 (2.3255480244046165) | > loss_1: 29.799875259399414 (32.62166431971958)  --> STEP: 22 | > loss_disc: 2.4710559844970703 (2.4020006494088606) | > loss_disc_real_0: 0.16269803047180176 (0.14286875182932077) | > loss_disc_real_1: 0.1755015105009079 (0.17499261654236098) | > loss_disc_real_2: 0.20098458230495453 (0.19056046923453157) | > loss_disc_real_3: 0.26589447259902954 (0.2149928171526302) | > loss_disc_real_4: 0.33994683623313904 (0.27225562185049057) | > loss_disc_real_5: 0.2506881654262543 (0.22095280309969728) | > loss_0: 2.4710559844970703 (2.4020006494088606) | > loss_gen: 2.4525766372680664 (2.2951799847862935) | > loss_kl: 2.0098912715911865 (2.7509093934839424) | > loss_feat: 6.223005294799805 (7.074278289621526) | > loss_mel: 17.033628463745117 (18.058611566370185) | > loss_duration: 2.1802821159362793 (2.3189450285651465) | > loss_1: 29.899383544921875 (32.4979242845015)  --> STEP: 23 | > loss_disc: 2.624265670776367 (2.4116643459900566) | > loss_disc_real_0: 0.24739263951778412 (0.1474132686853409) | > loss_disc_real_1: 0.19315870106220245 (0.17578244630409323) | > loss_disc_real_2: 0.19945526123046875 (0.19094719932131146) | > loss_disc_real_3: 0.2735506296157837 (0.21753880899885428) | > loss_disc_real_4: 0.3064224421977997 (0.27374113577863446) | > loss_disc_real_5: 0.29929497838020325 (0.22435898463363232) | > loss_0: 2.624265670776367 (2.4116643459900566) | > loss_gen: 2.3668065071105957 (2.2982941814090894) | > loss_kl: 2.606123685836792 (2.744614362716675) | > loss_feat: 5.6151533126831055 (7.010838073232899) | > loss_mel: 16.46837615966797 (17.98947089651357) | > loss_duration: 2.2384886741638184 (2.315446926199871) | > loss_1: 29.29494857788086 (32.358664471170165)  --> STEP: 24 | > loss_disc: 2.470686435699463 (2.4141235997279487) | > loss_disc_real_0: 0.17577600479125977 (0.14859504935642084) | > loss_disc_real_1: 0.2859126627445221 (0.18037120532244444) | > loss_disc_real_2: 0.17957662045955658 (0.19047342520207167) | > loss_disc_real_3: 0.16721275448799133 (0.21544189006090164) | > loss_disc_real_4: 0.21618583798408508 (0.2713429983705282) | > loss_disc_real_5: 0.1965099275112152 (0.2231986072535316) | > loss_0: 2.470686435699463 (2.4141235997279487) | > loss_gen: 2.3147764205932617 (2.298980941375097) | > loss_kl: 2.353886127471924 (2.7283340195814767) | > loss_feat: 8.966448783874512 (7.092321852842967) | > loss_mel: 17.732070922851562 (17.978745897610988) | > loss_duration: 2.404888153076172 (2.319173643986384) | > loss_1: 33.772071838378906 (32.417556444803864)  --> STEP: 25 | > loss_disc: 2.4579858779907227 (2.4158780908584596) | > loss_disc_real_0: 0.17328277230262756 (0.1495825582742691) | > loss_disc_real_1: 0.1571851372718811 (0.1794437626004219) | > loss_disc_real_2: 0.18561023473739624 (0.19027889758348465) | > loss_disc_real_3: 0.19633574783802032 (0.2146776443719864) | > loss_disc_real_4: 0.2759496867656708 (0.2715272659063339) | > loss_disc_real_5: 0.26121363043785095 (0.22471920818090438) | > loss_0: 2.4579858779907227 (2.4158780908584596) | > loss_gen: 2.175143241882324 (2.2940274333953856) | > loss_kl: 2.5542988777160645 (2.72137261390686) | > loss_feat: 5.699210166931152 (7.036597385406494) | > loss_mel: 15.909618377685547 (17.89598079681397) | > loss_duration: 2.3601150512695312 (2.3208113002777098) | > loss_1: 28.698387145996094 (32.268789672851554)  --> STEP: 26 | > loss_disc: 2.6213669776916504 (2.423781509582813) | > loss_disc_real_0: 0.1492375284433365 (0.1495692878961563) | > loss_disc_real_1: 0.2806972563266754 (0.18333812774373934) | > loss_disc_real_2: 0.2206161618232727 (0.1914457154388611) | > loss_disc_real_3: 0.20742252469062805 (0.21439860130731875) | > loss_disc_real_4: 0.4226909875869751 (0.2773412552017432) | > loss_disc_real_5: 0.30978843569755554 (0.22799110154692942) | > loss_0: 2.6213669776916504 (2.423781509582813) | > loss_gen: 2.734663724899292 (2.310974983068613) | > loss_kl: 2.1671319007873535 (2.700055663402264) | > loss_feat: 9.569192886352539 (7.13400490467365) | > loss_mel: 17.39699363708496 (17.876788982978237) | > loss_duration: 2.2953834533691406 (2.3198333061658416) | > loss_1: 34.16336441040039 (32.341657931988046) --> EVAL PERFORMANCE | > avg_loader_time: 0.002395290594834548 (+3.137038304255532e-05) | > avg_loss_disc: 2.423781509582813 (+0.05042198071112969) | > avg_loss_disc_real_0: 0.1495692878961563 (-0.024098701775074005) | > avg_loss_disc_real_1: 0.18333812774373934 (-0.03560774200237715) | > avg_loss_disc_real_2: 0.1914457154388611 (-0.04072348171701798) | > avg_loss_disc_real_3: 0.21439860130731875 (-0.032635687062373575) | > avg_loss_disc_real_4: 0.2773412552017432 (+0.06803686515643045) | > avg_loss_disc_real_5: 0.22799110154692942 (-0.0008267808992129255) | > avg_loss_0: 2.423781509582813 (+0.05042198071112969) | > avg_loss_gen: 2.310974983068613 (-0.27076526788564825) | > avg_loss_kl: 2.700055663402264 (+0.04990729918846748) | > avg_loss_feat: 7.13400490467365 (+0.2204580307006836) | > avg_loss_mel: 17.876788982978237 (+0.3460458241976241) | > avg_loss_duration: 2.3198333061658416 (-0.008084416389465776) | > avg_loss_1: 32.341657931988046 (+0.3375617540799496)  > EPOCH: 498/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:03:33)   --> TIME: 2024-06-11 13:03:37 -- STEP: 9/330 -- GLOBAL_STEP: 252350 | > loss_disc: 2.2958574295043945 (2.3397933377159967) | > loss_disc_real_0: 0.08568477630615234 (0.10569377988576889) | > loss_disc_real_1: 0.18653155863285065 (0.18507379624578688) | > loss_disc_real_2: 0.17919516563415527 (0.19482231471273634) | > loss_disc_real_3: 0.23112672567367554 (0.22168361478381687) | > loss_disc_real_4: 0.21564021706581116 (0.23053313460614946) | > loss_disc_real_5: 0.2047048658132553 (0.22379474838574728) | > loss_0: 2.2958574295043945 (2.3397933377159967) | > grad_norm_0: tensor(5.5480, device='cuda:0') (tensor(7.5084, device='cuda:0')) | > loss_gen: 2.3745806217193604 (2.3929229577382407) | > loss_kl: 1.8237557411193848 (1.8596879243850708) | > loss_feat: 6.608918190002441 (6.494926558600532) | > loss_mel: 17.7717227935791 (18.00012418958876) | > loss_duration: 2.0882046222686768 (2.140961938434177) | > loss_1: 30.66718292236328 (30.88862376742893) | > grad_norm_1: tensor(49.2744, device='cuda:0') (tensor(69.6692, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3855 (0.3775998221503364) | > loader_time: 0.0038 (0.003526502185397678)  --> TIME: 2024-06-11 13:03:46 -- STEP: 34/330 -- GLOBAL_STEP: 252375 | > loss_disc: 2.3428761959075928 (2.322668994174284) | > loss_disc_real_0: 0.11605806648731232 (0.10603832869845278) | > loss_disc_real_1: 0.22756198048591614 (0.1976298689842224) | > loss_disc_real_2: 0.21163228154182434 (0.20564944866825552) | > loss_disc_real_3: 0.20583952963352203 (0.2236073538661003) | > loss_disc_real_4: 0.2037232667207718 (0.22763630572487326) | > loss_disc_real_5: 0.17786483466625214 (0.2189180859748055) | > loss_0: 2.3428761959075928 (2.322668994174284) | > grad_norm_0: tensor(11.7518, device='cuda:0') (tensor(8.4672, device='cuda:0')) | > loss_gen: 2.4709086418151855 (2.477512331569896) | > loss_kl: 2.1044270992279053 (1.8806556883980245) | > loss_feat: 7.532022476196289 (6.9327505336088295) | > loss_mel: 18.48294448852539 (17.908268367542938) | > loss_duration: 2.042511463165283 (2.0498550218694342) | > loss_1: 32.632816314697266 (31.24904239878935) | > grad_norm_1: tensor(226.8802, device='cuda:0') (tensor(95.8193, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3654 (0.3634502326740938) | > loader_time: 0.0041 (0.003416103475234088)  --> TIME: 2024-06-11 13:03:56 -- STEP: 59/330 -- GLOBAL_STEP: 252400 | > loss_disc: 2.34673810005188 (2.331981036622646) | > loss_disc_real_0: 0.09436214715242386 (0.10619791786549455) | > loss_disc_real_1: 0.1696205586194992 (0.19744322234291142) | > loss_disc_real_2: 0.27746275067329407 (0.2081729037276769) | > loss_disc_real_3: 0.2181774228811264 (0.22711226925001307) | > loss_disc_real_4: 0.2113189399242401 (0.2296914922989021) | > loss_disc_real_5: 0.2154637724161148 (0.2212592593189013) | > loss_0: 2.34673810005188 (2.331981036622646) | > grad_norm_0: tensor(13.7683, device='cuda:0') (tensor(8.9236, device='cuda:0')) | > loss_gen: 2.4909183979034424 (2.4763053958698853) | > loss_kl: 1.7596091032028198 (1.87953937861879) | > loss_feat: 6.721712589263916 (6.98403014975079) | > loss_mel: 17.262367248535156 (17.86974415536655) | > loss_duration: 1.9715087413787842 (2.024839039576256) | > loss_1: 30.20611572265625 (31.234458470748642) | > grad_norm_1: tensor(164.8318, device='cuda:0') (tensor(100.6988, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3562 (0.36351834313344145) | > loader_time: 0.0034 (0.0034319384623382053)  --> TIME: 2024-06-11 13:04:05 -- STEP: 84/330 -- GLOBAL_STEP: 252425 | > loss_disc: 2.4138872623443604 (2.333405213696616) | > loss_disc_real_0: 0.12111574411392212 (0.1081549393101817) | > loss_disc_real_1: 0.2175816297531128 (0.19905881938480197) | > loss_disc_real_2: 0.2239512801170349 (0.20891085231588) | > loss_disc_real_3: 0.2191573679447174 (0.2264321105820792) | > loss_disc_real_4: 0.2105640172958374 (0.22818234385479064) | > loss_disc_real_5: 0.21546006202697754 (0.22072674121175492) | > loss_0: 2.4138872623443604 (2.333405213696616) | > grad_norm_0: tensor(19.0764, device='cuda:0') (tensor(10.2555, device='cuda:0')) | > loss_gen: 2.3231911659240723 (2.47679992233004) | > loss_kl: 1.9867839813232422 (1.9058265529927754) | > loss_feat: 6.750778675079346 (7.0203326145807905) | > loss_mel: 18.022037506103516 (17.855728285653257) | > loss_duration: 2.0662267208099365 (2.0164997336410346) | > loss_1: 31.149017333984375 (31.27518735613142) | > grad_norm_1: tensor(115.7618, device='cuda:0') (tensor(117.9101, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3606 (0.3642695858365013) | > loader_time: 0.0039 (0.0034878083637782504)  --> TIME: 2024-06-11 13:04:14 -- STEP: 109/330 -- GLOBAL_STEP: 252450 | > loss_disc: 2.266038417816162 (2.343212919497708) | > loss_disc_real_0: 0.09130828082561493 (0.11060940228197552) | > loss_disc_real_1: 0.19355662167072296 (0.19795959463360113) | > loss_disc_real_2: 0.19571000337600708 (0.20998878134499996) | > loss_disc_real_3: 0.19990049302577972 (0.2277681649824895) | > loss_disc_real_4: 0.23991592228412628 (0.22950524201086903) | > loss_disc_real_5: 0.1850603073835373 (0.221828575664704) | > loss_0: 2.266038417816162 (2.343212919497708) | > grad_norm_0: tensor(27.1581, device='cuda:0') (tensor(11.1229, device='cuda:0')) | > loss_gen: 2.532957077026367 (2.4726729567991494) | > loss_kl: 2.0478007793426514 (1.9201956790521604) | > loss_feat: 6.780447959899902 (6.987860202789307) | > loss_mel: 17.925004959106445 (17.807818369034237) | > loss_duration: 1.957118272781372 (2.0178632550283324) | > loss_1: 31.243330001831055 (31.20641060925405) | > grad_norm_1: tensor(152.5178, device='cuda:0') (tensor(133.6646, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3878 (0.3649932463234717) | > loader_time: 0.004 (0.003571376888030166)  --> TIME: 2024-06-11 13:04:24 -- STEP: 134/330 -- GLOBAL_STEP: 252475 | > loss_disc: 2.3695638179779053 (2.343303536301228) | > loss_disc_real_0: 0.12130516767501831 (0.11160885776156809) | > loss_disc_real_1: 0.2168845385313034 (0.1988271420348936) | > loss_disc_real_2: 0.23707084357738495 (0.2107594665973934) | > loss_disc_real_3: 0.22986319661140442 (0.22778018886473642) | > loss_disc_real_4: 0.22538410127162933 (0.22841983833419743) | > loss_disc_real_5: 0.21447239816188812 (0.22158743596788663) | > loss_0: 2.3695638179779053 (2.343303536301228) | > grad_norm_0: tensor(17.0833, device='cuda:0') (tensor(12.8477, device='cuda:0')) | > loss_gen: 2.495598077774048 (2.4803899348671763) | > loss_kl: 1.9865401983261108 (1.936435984141791) | > loss_feat: 7.126850605010986 (7.013010996491162) | > loss_mel: 17.9082088470459 (17.85570672732681) | > loss_duration: 2.026703357696533 (2.0205397623688444) | > loss_1: 31.543899536132812 (31.306083394520318) | > grad_norm_1: tensor(422.0048, device='cuda:0') (tensor(154.3989, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3869 (0.36999981438935686) | > loader_time: 0.0037 (0.0037229416975334507)  --> TIME: 2024-06-11 13:04:34 -- STEP: 159/330 -- GLOBAL_STEP: 252500 | > loss_disc: 2.3634824752807617 (2.342311292324425) | > loss_disc_real_0: 0.1125786155462265 (0.11259403032889156) | > loss_disc_real_1: 0.19439849257469177 (0.1979599368272338) | > loss_disc_real_2: 0.1767181009054184 (0.2101523885561985) | > loss_disc_real_3: 0.22993512451648712 (0.22743870852128514) | > loss_disc_real_4: 0.2220965027809143 (0.22856317657344746) | > loss_disc_real_5: 0.2105460911989212 (0.22173671012029708) | > loss_0: 2.3634824752807617 (2.342311292324425) | > grad_norm_0: tensor(30.0399, device='cuda:0') (tensor(14.1637, device='cuda:0')) | > loss_gen: 2.570103168487549 (2.483025523851502) | > loss_kl: 2.171462297439575 (1.9477539114982076) | > loss_feat: 7.267037391662598 (7.019780371923867) | > loss_mel: 17.657358169555664 (17.822370157301805) | > loss_duration: 2.0446949005126953 (2.0235852820318465) | > loss_1: 31.710655212402344 (31.296515254854405) | > grad_norm_1: tensor(301.3155, device='cuda:0') (tensor(169.6110, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3906 (0.37308843930562335) | > loader_time: 0.0043 (0.0038542342635820496) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_252500.pth  --> TIME: 2024-06-11 13:04:49 -- STEP: 184/330 -- GLOBAL_STEP: 252525 | > loss_disc: 2.4110684394836426 (2.35059970098993) | > loss_disc_real_0: 0.0871044471859932 (0.11378466848122037) | > loss_disc_real_1: 0.22388753294944763 (0.19903862962256316) | > loss_disc_real_2: 0.18197642266750336 (0.21111983490055022) | > loss_disc_real_3: 0.24458566308021545 (0.2280260314760001) | > loss_disc_real_4: 0.26695936918258667 (0.2294761722340532) | > loss_disc_real_5: 0.21857382357120514 (0.22192417895016464) | > loss_0: 2.4110684394836426 (2.35059970098993) | > grad_norm_0: tensor(64.2729, device='cuda:0') (tensor(15.6527, device='cuda:0')) | > loss_gen: 2.4329183101654053 (2.482308862002) | > loss_kl: 1.883363962173462 (1.951515675238941) | > loss_feat: 6.979311943054199 (7.02415838189747) | > loss_mel: 17.375045776367188 (17.779236389243078) | > loss_duration: 2.084001064300537 (2.0296239723329963) | > loss_1: 30.754640579223633 (31.26684329820716) | > grad_norm_1: tensor(339.9473, device='cuda:0') (tensor(183.2982, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3831 (0.3756942878598753) | > loader_time: 0.0045 (0.003946029621621837)  --> TIME: 2024-06-11 13:04:59 -- STEP: 209/330 -- GLOBAL_STEP: 252550 | > loss_disc: 2.435908794403076 (2.354982007633555) | > loss_disc_real_0: 0.06964648514986038 (0.11624244538149195) | > loss_disc_real_1: 0.16753974556922913 (0.198619339882472) | > loss_disc_real_2: 0.20539215207099915 (0.2106909875949604) | > loss_disc_real_3: 0.24794715642929077 (0.22845125540591885) | > loss_disc_real_4: 0.27408134937286377 (0.23004170268346247) | > loss_disc_real_5: 0.2258266657590866 (0.22254244362908687) | > loss_0: 2.435908794403076 (2.354982007633555) | > grad_norm_0: tensor(18.6934, device='cuda:0') (tensor(19.5999, device='cuda:0')) | > loss_gen: 2.350234031677246 (2.4897035411670454) | > loss_kl: 1.8760827779769897 (1.9558730302244853) | > loss_feat: 7.517935752868652 (7.048403573378422) | > loss_mel: 17.267194747924805 (17.76928333118201) | > loss_duration: 2.1051182746887207 (2.036480499796891) | > loss_1: 31.116565704345703 (31.2997439717562) | > grad_norm_1: tensor(188.6927, device='cuda:0') (tensor(204.2966, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.3846 (0.37704842968990937) | > loader_time: 0.0048 (0.0040509734997909086)  --> TIME: 2024-06-11 13:05:09 -- STEP: 234/330 -- GLOBAL_STEP: 252575 | > loss_disc: 2.4149057865142822 (2.35127689797654) | > loss_disc_real_0: 0.11360269784927368 (0.11564074907228987) | > loss_disc_real_1: 0.210740327835083 (0.19789146351763331) | > loss_disc_real_2: 0.28639712929725647 (0.21038021191827252) | > loss_disc_real_3: 0.224093496799469 (0.22773648804833746) | > loss_disc_real_4: 0.24386295676231384 (0.22977369514286008) | > loss_disc_real_5: 0.25018373131752014 (0.22285421695719418) | > loss_0: 2.4149057865142822 (2.35127689797654) | > grad_norm_0: tensor(32.8800, device='cuda:0') (tensor(21.3362, device='cuda:0')) | > loss_gen: 2.5585083961486816 (2.4985931643054022) | > loss_kl: 2.0257840156555176 (1.9582621618213816) | > loss_feat: 7.036056041717529 (7.056523569628724) | > loss_mel: 17.196237564086914 (17.73731159144996) | > loss_duration: 2.111776351928711 (2.044357105198071) | > loss_1: 30.928361892700195 (31.29504761329064) | > grad_norm_1: tensor(586.0538, device='cuda:0') (tensor(223.5663, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.419 (0.37972999943627256) | > loader_time: 0.005 (0.0041521329146165156)  --> TIME: 2024-06-11 13:05:20 -- STEP: 259/330 -- GLOBAL_STEP: 252600 | > loss_disc: 2.323625087738037 (2.351558479102881) | > loss_disc_real_0: 0.09455212950706482 (0.1161669704876121) | > loss_disc_real_1: 0.1852240115404129 (0.1981472604293161) | > loss_disc_real_2: 0.15772078931331635 (0.21074311193582174) | > loss_disc_real_3: 0.23236529529094696 (0.22791050478068098) | > loss_disc_real_4: 0.2353031486272812 (0.2295637443143889) | > loss_disc_real_5: 0.22104984521865845 (0.22237932848884331) | > loss_0: 2.323625087738037 (2.351558479102881) | > grad_norm_0: tensor(43.9850, device='cuda:0') (tensor(22.3531, device='cuda:0')) | > loss_gen: 2.486614465713501 (2.4967755221952346) | > loss_kl: 2.03728985786438 (1.95708920090355) | > loss_feat: 7.076575756072998 (7.057501592231073) | > loss_mel: 17.38408660888672 (17.71214124318715) | > loss_duration: 2.155001163482666 (2.0517375911064617) | > loss_1: 31.13956642150879 (31.275245180461397) | > grad_norm_1: tensor(401.3186, device='cuda:0') (tensor(238.1511, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.4292 (0.3842305280987361) | > loader_time: 0.006 (0.004282450583910854)  --> TIME: 2024-06-11 13:05:32 -- STEP: 284/330 -- GLOBAL_STEP: 252625 | > loss_disc: 2.2832751274108887 (2.356649145274093) | > loss_disc_real_0: 0.05031341314315796 (0.11749042007862259) | > loss_disc_real_1: 0.21438047289848328 (0.1987904491768757) | > loss_disc_real_2: 0.22235015034675598 (0.2115691153096481) | > loss_disc_real_3: 0.21543696522712708 (0.22823938092505427) | > loss_disc_real_4: 0.21865850687026978 (0.22959748046918654) | > loss_disc_real_5: 0.20911580324172974 (0.2223990464084585) | > loss_0: 2.2832751274108887 (2.356649145274093) | > grad_norm_0: tensor(34.8278, device='cuda:0') (tensor(24.8482, device='cuda:0')) | > loss_gen: 2.5148067474365234 (2.4949887126264447) | > loss_kl: 1.8010284900665283 (1.9599093156801144) | > loss_feat: 7.325601100921631 (7.0550564678621965) | > loss_mel: 17.907014846801758 (17.669267822319352) | > loss_duration: 2.1675405502319336 (2.0606366051754503) | > loss_1: 31.715991973876953 (31.239858963120152) | > grad_norm_1: tensor(358.6457, device='cuda:0') (tensor(256.3762, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.4546 (0.38970295728092463) | > loader_time: 0.0066 (0.004423305182389814)  --> TIME: 2024-06-11 13:05:44 -- STEP: 309/330 -- GLOBAL_STEP: 252650 | > loss_disc: 2.542600393295288 (2.3568473680119677) | > loss_disc_real_0: 0.19417887926101685 (0.11861971820008405) | > loss_disc_real_1: 0.20231759548187256 (0.19895770793786718) | > loss_disc_real_2: 0.27128323912620544 (0.21160714038946096) | > loss_disc_real_3: 0.2537078261375427 (0.2278307227833757) | > loss_disc_real_4: 0.2831473648548126 (0.22901866847836083) | > loss_disc_real_5: 0.213886559009552 (0.22227452772527836) | > loss_0: 2.542600393295288 (2.3568473680119677) | > grad_norm_0: tensor(108.8137, device='cuda:0') (tensor(27.2163, device='cuda:0')) | > loss_gen: 2.5005290508270264 (2.5004086887952197) | > loss_kl: 1.8367233276367188 (1.9632920219674466) | > loss_feat: 6.861603260040283 (7.081600121309842) | > loss_mel: 17.185218811035156 (17.618359281792994) | > loss_duration: 2.239057779312134 (2.0724053637495348) | > loss_1: 30.623130798339844 (31.23606553432625) | > grad_norm_1: tensor(551.7463, device='cuda:0') (tensor(273.6090, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.5198 (0.39745593765406934) | > loader_time: 0.0074 (0.00461903359126119)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4664154052734375 (2.4664154052734375) | > loss_disc_real_0: 0.18439868092536926 (0.18439868092536926) | > loss_disc_real_1: 0.3472122550010681 (0.3472122550010681) | > loss_disc_real_2: 0.29756760597229004 (0.29756760597229004) | > loss_disc_real_3: 0.21354511380195618 (0.21354511380195618) | > loss_disc_real_4: 0.23911656439304352 (0.23911656439304352) | > loss_disc_real_5: 0.18418577313423157 (0.18418577313423157) | > loss_0: 2.4664154052734375 (2.4664154052734375) | > loss_gen: 2.69921875 (2.69921875) | > loss_kl: 2.2260870933532715 (2.2260870933532715) | > loss_feat: 8.219686508178711 (8.219686508178711) | > loss_mel: 17.774612426757812 (17.774612426757812) | > loss_duration: 2.9963326454162598 (2.9963326454162598) | > loss_1: 33.91593933105469 (33.91593933105469)  --> STEP: 1 | > loss_disc: 2.1254711151123047 (2.1254711151123047) | > loss_disc_real_0: 0.05214371532201767 (0.05214371532201767) | > loss_disc_real_1: 0.18392492830753326 (0.18392492830753326) | > loss_disc_real_2: 0.1901390701532364 (0.1901390701532364) | > loss_disc_real_3: 0.25250160694122314 (0.25250160694122314) | > loss_disc_real_4: 0.19114895164966583 (0.19114895164966583) | > loss_disc_real_5: 0.22078606486320496 (0.22078606486320496) | > loss_0: 2.1254711151123047 (2.1254711151123047) | > loss_gen: 2.4609291553497314 (2.4609291553497314) | > loss_kl: 2.572532892227173 (2.572532892227173) | > loss_feat: 6.638128280639648 (6.638128280639648) | > loss_mel: 20.0496768951416 (20.0496768951416) | > loss_duration: 2.4070773124694824 (2.4070773124694824) | > loss_1: 34.12834548950195 (34.12834548950195)  --> STEP: 2 | > loss_disc: 2.4582526683807373 (2.291861891746521) | > loss_disc_real_0: 0.09139889478683472 (0.0717713050544262) | > loss_disc_real_1: 0.25083431601524353 (0.2173796221613884) | > loss_disc_real_2: 0.2716335356235504 (0.2308863028883934) | > loss_disc_real_3: 0.2820589244365692 (0.2672802656888962) | > loss_disc_real_4: 0.24901191890239716 (0.2200804352760315) | > loss_disc_real_5: 0.2651733458042145 (0.24297970533370972) | > loss_0: 2.4582526683807373 (2.291861891746521) | > loss_gen: 2.3922688961029053 (2.4265990257263184) | > loss_kl: 2.6248281002044678 (2.5986804962158203) | > loss_feat: 5.405860424041748 (6.021994352340698) | > loss_mel: 18.53887176513672 (19.29427433013916) | > loss_duration: 2.4304146766662598 (2.418745994567871) | > loss_1: 31.392244338989258 (32.760294914245605)  --> STEP: 3 | > loss_disc: 2.463181495666504 (2.348968426386515) | > loss_disc_real_0: 0.08007298409938812 (0.07453853140274684) | > loss_disc_real_1: 0.19198840856552124 (0.20891588429609934) | > loss_disc_real_2: 0.22142955660820007 (0.22773405412832895) | > loss_disc_real_3: 0.211549773812294 (0.24870343506336212) | > loss_disc_real_4: 0.20014376938343048 (0.21343487997849783) | > loss_disc_real_5: 0.22827695310115814 (0.2380787879228592) | > loss_0: 2.463181495666504 (2.348968426386515) | > loss_gen: 2.000342607498169 (2.284513552983602) | > loss_kl: 2.5492680072784424 (2.582209666570028) | > loss_feat: 5.772636890411377 (5.938875198364258) | > loss_mel: 16.652965545654297 (18.413838068644207) | > loss_duration: 2.2972512245178223 (2.3782477378845215) | > loss_1: 29.272464752197266 (31.597684860229492)  --> STEP: 4 | > loss_disc: 2.500500440597534 (2.38685142993927) | > loss_disc_real_0: 0.1393308788537979 (0.0907366182655096) | > loss_disc_real_1: 0.23373746871948242 (0.21512128040194511) | > loss_disc_real_2: 0.22259652614593506 (0.22644967213273048) | > loss_disc_real_3: 0.24873612821102142 (0.24871160835027695) | > loss_disc_real_4: 0.25333958864212036 (0.22341105714440346) | > loss_disc_real_5: 0.20490753650665283 (0.2297859750688076) | > loss_0: 2.500500440597534 (2.38685142993927) | > loss_gen: 2.4357895851135254 (2.3223325610160828) | > loss_kl: 3.5827059745788574 (2.832333743572235) | > loss_feat: 6.008428573608398 (5.956263542175293) | > loss_mel: 18.73976707458496 (18.495320320129395) | > loss_duration: 2.325578212738037 (2.3650803565979004) | > loss_1: 33.09226989746094 (31.971331119537354)  --> STEP: 5 | > loss_disc: 2.17166805267334 (2.343814754486084) | > loss_disc_real_0: 0.14176331460475922 (0.10094195753335952) | > loss_disc_real_1: 0.23311419785022736 (0.21871986389160156) | > loss_disc_real_2: 0.16686949133872986 (0.21453363597393035) | > loss_disc_real_3: 0.2330261617898941 (0.24557451903820038) | > loss_disc_real_4: 0.18334490060806274 (0.21539782583713532) | > loss_disc_real_5: 0.20003248751163483 (0.22383527755737304) | > loss_0: 2.17166805267334 (2.343814754486084) | > loss_gen: 2.4929020404815674 (2.35644645690918) | > loss_kl: 3.2181172370910645 (2.909490442276001) | > loss_feat: 6.096644401550293 (5.984339714050293) | > loss_mel: 18.982622146606445 (18.592780685424806) | > loss_duration: 2.3751730918884277 (2.367098903656006) | > loss_1: 33.16545867919922 (32.21015663146973)  --> STEP: 6 | > loss_disc: 2.3451128005981445 (2.3440310955047607) | > loss_disc_real_0: 0.08274725824594498 (0.09790950765212376) | > loss_disc_real_1: 0.23789837956428528 (0.22191628317038217) | > loss_disc_real_2: 0.17670761048793793 (0.2082292983929316) | > loss_disc_real_3: 0.2277536392211914 (0.24260437240203223) | > loss_disc_real_4: 0.22768646478652954 (0.21744593232870102) | > loss_disc_real_5: 0.2723734974861145 (0.23192498087882996) | > loss_0: 2.3451128005981445 (2.3440310955047607) | > loss_gen: 2.4558768272399902 (2.373018185297648) | > loss_kl: 2.6690433025360107 (2.8694159189860025) | > loss_feat: 6.168211936950684 (6.014985084533691) | > loss_mel: 19.438060760498047 (18.73366069793701) | > loss_duration: 2.1963400840759277 (2.3386391003926597) | > loss_1: 32.92753219604492 (32.32971922556559)  --> STEP: 7 | > loss_disc: 2.204162120819092 (2.324049813406808) | > loss_disc_real_0: 0.08458156138658524 (0.09600551532847541) | > loss_disc_real_1: 0.18566098809242249 (0.2167369553021022) | > loss_disc_real_2: 0.2525801658630371 (0.21456513660294668) | > loss_disc_real_3: 0.2574320137500763 (0.24472260688032424) | > loss_disc_real_4: 0.20812077820301056 (0.2161137674536024) | > loss_disc_real_5: 0.19904063642024994 (0.2272272173847471) | > loss_0: 2.204162120819092 (2.324049813406808) | > loss_gen: 2.466630458831787 (2.3863913672310963) | > loss_kl: 3.1022095680236816 (2.902672154562814) | > loss_feat: 7.367119312286377 (6.20814711706979) | > loss_mel: 17.64260482788086 (18.577795573643275) | > loss_duration: 2.5547096729278564 (2.3695063250405446) | > loss_1: 33.13327407836914 (32.444512775966096)  --> STEP: 8 | > loss_disc: 2.698155641555786 (2.3708130419254303) | > loss_disc_real_0: 0.26140105724334717 (0.11667995806783438) | > loss_disc_real_1: 0.3166266977787018 (0.22922317311167717) | > loss_disc_real_2: 0.2063816785812378 (0.21354220435023308) | > loss_disc_real_3: 0.2620725929737091 (0.24689135514199734) | > loss_disc_real_4: 0.3111477494239807 (0.22799301519989967) | > loss_disc_real_5: 0.27043694257736206 (0.23262843303382397) | > loss_0: 2.698155641555786 (2.3708130419254303) | > loss_gen: 2.43377423286438 (2.392314225435257) | > loss_kl: 3.0368053913116455 (2.919438809156418) | > loss_feat: 7.249011039733887 (6.3382551074028015) | > loss_mel: 18.057159423828125 (18.512716054916382) | > loss_duration: 2.187333345413208 (2.3467347025871277) | > loss_1: 32.96408462524414 (32.509459257125854)  --> STEP: 9 | > loss_disc: 2.6325035095214844 (2.399889760547214) | > loss_disc_real_0: 0.18796178698539734 (0.12460016128089693) | > loss_disc_real_1: 0.2899543344974518 (0.2359710799323188) | > loss_disc_real_2: 0.3184380829334259 (0.22519730197058785) | > loss_disc_real_3: 0.27968883514404297 (0.2505355195866691) | > loss_disc_real_4: 0.2517435848712921 (0.23063196738560995) | > loss_disc_real_5: 0.2759774327278137 (0.23744498855537838) | > loss_0: 2.6325035095214844 (2.399889760547214) | > loss_gen: 2.5796539783477783 (2.4131297535366483) | > loss_kl: 2.83736515045166 (2.910319513744778) | > loss_feat: 8.550508499145508 (6.584061039818658) | > loss_mel: 18.34010887145996 (18.49353747897678) | > loss_duration: 2.15002703666687 (2.3248782952626548) | > loss_1: 34.457664489746094 (32.72592650519477)  --> STEP: 10 | > loss_disc: 2.5917978286743164 (2.4190805673599245) | > loss_disc_real_0: 0.20119667053222656 (0.1322598122060299) | > loss_disc_real_1: 0.3369275629520416 (0.24606672823429107) | > loss_disc_real_2: 0.25577425956726074 (0.22825499773025512) | > loss_disc_real_3: 0.22105103731155396 (0.24758707135915756) | > loss_disc_real_4: 0.21198102831840515 (0.22876687347888947) | > loss_disc_real_5: 0.2951739430427551 (0.24321788400411606) | > loss_0: 2.5917978286743164 (2.4190805673599245) | > loss_gen: 2.4364023208618164 (2.415457010269165) | > loss_kl: 3.147901773452759 (2.934077739715576) | > loss_feat: 6.152912616729736 (6.540946197509766) | > loss_mel: 15.556121826171875 (18.19979591369629) | > loss_duration: 2.3356456756591797 (2.325955033302307) | > loss_1: 29.628984451293945 (32.41623229980469)  --> STEP: 11 | > loss_disc: 2.4067273139953613 (2.4179575443267822) | > loss_disc_real_0: 0.10033386945724487 (0.12935745377432217) | > loss_disc_real_1: 0.23960798978805542 (0.2454795701937242) | > loss_disc_real_2: 0.19644244015216827 (0.22536294704133814) | > loss_disc_real_3: 0.23967355489730835 (0.24686766077171673) | > loss_disc_real_4: 0.22995780408382416 (0.2288751398975199) | > loss_disc_real_5: 0.2796710133552551 (0.2465318048542196) | > loss_0: 2.4067273139953613 (2.4179575443267822) | > loss_gen: 2.3171608448028564 (2.4065209952267734) | > loss_kl: 3.728869915008545 (3.0063315738331187) | > loss_feat: 5.103149890899658 (6.4102374423633925) | > loss_mel: 17.83849334716797 (18.166950225830078) | > loss_duration: 2.45955228805542 (2.338100238279863) | > loss_1: 31.447227478027344 (32.32814095237038)  --> STEP: 12 | > loss_disc: 2.404658317565918 (2.4168492754300437) | > loss_disc_real_0: 0.09908156096935272 (0.12683446270724139) | > loss_disc_real_1: 0.23054498434066772 (0.24423502137263617) | > loss_disc_real_2: 0.25526443123817444 (0.2278547373910745) | > loss_disc_real_3: 0.23546531796455383 (0.24591746553778648) | > loss_disc_real_4: 0.22952483594417572 (0.2289292812347412) | > loss_disc_real_5: 0.20978288352489471 (0.24346939474344254) | > loss_0: 2.404658317565918 (2.4168492754300437) | > loss_gen: 2.2788593769073486 (2.395882527033488) | > loss_kl: 1.8886568546295166 (2.913192013899485) | > loss_feat: 5.7623701095581055 (6.356248497962952) | > loss_mel: 17.701610565185547 (18.128171920776367) | > loss_duration: 2.260240077972412 (2.3316118915875754) | > loss_1: 29.891738891601562 (32.12510744730631)  --> STEP: 13 | > loss_disc: 2.81093168258667 (2.447163306749784) | > loss_disc_real_0: 0.09634827077388763 (0.12448937102006032) | > loss_disc_real_1: 0.35714566707611084 (0.2529204556575188) | > loss_disc_real_2: 0.2395300418138504 (0.22875283773128802) | > loss_disc_real_3: 0.3394697308540344 (0.2531137936390363) | > loss_disc_real_4: 0.3112318515777588 (0.2352602481842041) | > loss_disc_real_5: 0.33095452189445496 (0.25019901990890503) | > loss_0: 2.81093168258667 (2.447163306749784) | > loss_gen: 2.2172834873199463 (2.3821441393632155) | > loss_kl: 3.0309460163116455 (2.9222500140850363) | > loss_feat: 6.803765296936035 (6.390672867114727) | > loss_mel: 17.78885269165039 (18.10207044161283) | > loss_duration: 2.208446502685547 (2.322137630902804) | > loss_1: 32.049293518066406 (32.11927560659555)  --> STEP: 14 | > loss_disc: 2.3649771213531494 (2.441292864935739) | > loss_disc_real_0: 0.13955500721931458 (0.12556548789143562) | > loss_disc_real_1: 0.21805094182491302 (0.25042977609804695) | > loss_disc_real_2: 0.1666584014892578 (0.2243175208568573) | > loss_disc_real_3: 0.21689683198928833 (0.2505268678069114) | > loss_disc_real_4: 0.23513315618038177 (0.23525117018393107) | > loss_disc_real_5: 0.20135726034641266 (0.24671032279729843) | > loss_0: 2.3649771213531494 (2.441292864935739) | > loss_gen: 2.3251540660858154 (2.378073419843401) | > loss_kl: 3.027017831802368 (2.9297334296362743) | > loss_feat: 6.551963806152344 (6.402193648474557) | > loss_mel: 18.686771392822266 (18.143834795270646) | > loss_duration: 2.3565731048583984 (2.3245973076139177) | > loss_1: 32.947479248046875 (32.178433009556365)  --> STEP: 15 | > loss_disc: 2.453644275665283 (2.442116292317708) | > loss_disc_real_0: 0.1262417435646057 (0.1256105716029803) | > loss_disc_real_1: 0.2544693052768707 (0.2506990780433019) | > loss_disc_real_2: 0.357284814119339 (0.23318200707435607) | > loss_disc_real_3: 0.23713147640228271 (0.2496338417132695) | > loss_disc_real_4: 0.204075887799263 (0.2331728180249532) | > loss_disc_real_5: 0.21798968315124512 (0.24479561348756154) | > loss_0: 2.453644275665283 (2.442116292317708) | > loss_gen: 2.5197715759277344 (2.3875199635823567) | > loss_kl: 3.8508198261260986 (2.9911391894022623) | > loss_feat: 7.926761627197266 (6.503831513722738) | > loss_mel: 18.118751525878906 (18.142162577311197) | > loss_duration: 2.3241491317749023 (2.32456742922465) | > loss_1: 34.74025344848633 (32.349221038818364)  --> STEP: 16 | > loss_disc: 2.4312336444854736 (2.4414361268281937) | > loss_disc_real_0: 0.12870289385318756 (0.12580384174361825) | > loss_disc_real_1: 0.26631173491477966 (0.25167486909776926) | > loss_disc_real_2: 0.2906116545200348 (0.236771360039711) | > loss_disc_real_3: 0.25094446539878845 (0.24971575569361443) | > loss_disc_real_4: 0.19999505579471588 (0.23109920788556337) | > loss_disc_real_5: 0.1988021731376648 (0.241921023465693) | > loss_0: 2.4312336444854736 (2.4414361268281937) | > loss_gen: 2.429525852203369 (2.39014533162117) | > loss_kl: 2.6468825340270996 (2.9696231484413147) | > loss_feat: 5.981118679046631 (6.471161961555481) | > loss_mel: 16.496442794799805 (18.039305090904236) | > loss_duration: 2.4498751163482666 (2.332399159669876) | > loss_1: 30.003843307495117 (32.20263493061066)  --> STEP: 17 | > loss_disc: 2.3608264923095703 (2.436694383621216) | > loss_disc_real_0: 0.1960228681564331 (0.12993437270907796) | > loss_disc_real_1: 0.21131356060504913 (0.24930067448055043) | > loss_disc_real_2: 0.26675084233283997 (0.23853485899813034) | > loss_disc_real_3: 0.25781628489494324 (0.25019225741133966) | > loss_disc_real_4: 0.21407975256443024 (0.2300980634549085) | > loss_disc_real_5: 0.23632703721523285 (0.24159196545096004) | > loss_0: 2.3608264923095703 (2.436694383621216) | > loss_gen: 2.6737842559814453 (2.406829974230598) | > loss_kl: 2.6298844814300537 (2.949638520970064) | > loss_feat: 7.195436477661133 (6.513766344855814) | > loss_mel: 16.66315460205078 (17.95835506214815) | > loss_duration: 2.443747043609619 (2.338949035195743) | > loss_1: 31.606006622314453 (32.1675391477697)  --> STEP: 18 | > loss_disc: 2.4641828536987305 (2.4382215208477445) | > loss_disc_real_0: 0.15289480984210968 (0.13120995254980194) | > loss_disc_real_1: 0.24772286415100098 (0.24921301835113102) | > loss_disc_real_2: 0.20797772705554962 (0.23683724055687586) | > loss_disc_real_3: 0.22444242238998413 (0.24876171102126435) | > loss_disc_real_4: 0.18625198304653168 (0.22766217009888756) | > loss_disc_real_5: 0.21841274201869965 (0.24030423081583446) | > loss_0: 2.4641828536987305 (2.4382215208477445) | > loss_gen: 2.1439990997314453 (2.392228258980645) | > loss_kl: 2.9363183975219727 (2.948898514111837) | > loss_feat: 5.199245929718018 (6.440737432903713) | > loss_mel: 14.644309997558594 (17.77424144744873) | > loss_duration: 2.2565109729766846 (2.33436914285024) | > loss_1: 27.18038558959961 (31.890475061204697)  --> STEP: 19 | > loss_disc: 2.4072816371917725 (2.4365931059184827) | > loss_disc_real_0: 0.13212302327156067 (0.13125800890357872) | > loss_disc_real_1: 0.2704775929450989 (0.25033220648765564) | > loss_disc_real_2: 0.34941378235816956 (0.24276232170431236) | > loss_disc_real_3: 0.24788197875022888 (0.2487154093227888) | > loss_disc_real_4: 0.22409366071224213 (0.2274743538153799) | > loss_disc_real_5: 0.2258184552192688 (0.23954182157390996) | > loss_0: 2.4072816371917725 (2.4365931059184827) | > loss_gen: 2.7633936405181885 (2.4117632790615686) | > loss_kl: 1.9951322078704834 (2.898700287467555) | > loss_feat: 9.374648094177246 (6.595153783497057) | > loss_mel: 20.1826229095459 (17.900998366506474) | > loss_duration: 2.330456495285034 (2.334163214031019) | > loss_1: 36.6462516784668 (32.140779093692174)  --> STEP: 20 | > loss_disc: 2.5397186279296875 (2.441749382019043) | > loss_disc_real_0: 0.16753414273262024 (0.1330718155950308) | > loss_disc_real_1: 0.24883511662483215 (0.2502573519945145) | > loss_disc_real_2: 0.24261774122714996 (0.24275509268045425) | > loss_disc_real_3: 0.25656095147132874 (0.2491076864302158) | > loss_disc_real_4: 0.21519573032855988 (0.2268604226410389) | > loss_disc_real_5: 0.214223712682724 (0.23827591612935067) | > loss_0: 2.5397186279296875 (2.441749382019043) | > loss_gen: 2.2634236812591553 (2.404346299171448) | > loss_kl: 2.199742317199707 (2.8637523889541625) | > loss_feat: 6.805675983428955 (6.605679893493653) | > loss_mel: 19.125938415527344 (17.962245368957518) | > loss_duration: 2.2808618545532227 (2.331498146057129) | > loss_1: 32.67564392089844 (32.16752233505249)  --> STEP: 21 | > loss_disc: 2.0587756633758545 (2.4235125382741294) | > loss_disc_real_0: 0.07180865854024887 (0.13015452240194594) | > loss_disc_real_1: 0.16753101348876953 (0.24631800254185995) | > loss_disc_real_2: 0.2098335325717926 (0.24118739934194655) | > loss_disc_real_3: 0.21006636321544647 (0.24724857580094106) | > loss_disc_real_4: 0.19874849915504456 (0.2255217596178963) | > loss_disc_real_5: 0.18201738595962524 (0.23559693850222088) | > loss_0: 2.0587756633758545 (2.4235125382741294) | > loss_gen: 2.399223804473877 (2.4041023708525158) | > loss_kl: 2.0676352977752686 (2.8258420512789773) | > loss_feat: 5.634601593017578 (6.559438069661458) | > loss_mel: 17.29939842224121 (17.930681228637695) | > loss_duration: 2.1533679962158203 (2.3230157579694475) | > loss_1: 29.554227828979492 (32.043079739525204)  --> STEP: 22 | > loss_disc: 2.3938066959381104 (2.422162272713401) | > loss_disc_real_0: 0.15335413813591003 (0.13120905038985342) | > loss_disc_real_1: 0.2619515359401703 (0.24702861769632858) | > loss_disc_real_2: 0.20171858370304108 (0.23939336226745087) | > loss_disc_real_3: 0.20608490705490112 (0.24537749994884833) | > loss_disc_real_4: 0.19261863827705383 (0.22402616319331256) | > loss_disc_real_5: 0.225006103515625 (0.23511553691192108) | > loss_0: 2.3938066959381104 (2.422162272713401) | > loss_gen: 2.2624471187591553 (2.3976634957573633) | > loss_kl: 2.120290517807007 (2.7937715270302514) | > loss_feat: 7.210986137390137 (6.589053890921853) | > loss_mel: 19.091766357421875 (17.983457825400613) | > loss_duration: 2.190854072570801 (2.3170084086331455) | > loss_1: 32.8763427734375 (32.080955331975765)  --> STEP: 23 | > loss_disc: 2.6331276893615723 (2.4313346821328863) | > loss_disc_real_0: 0.1966085135936737 (0.13405250531175866) | > loss_disc_real_1: 0.25781258940696716 (0.24749748603157376) | > loss_disc_real_2: 0.21611495316028595 (0.23838125752366107) | > loss_disc_real_3: 0.30090951919555664 (0.24779193556827045) | > loss_disc_real_4: 0.24557682871818542 (0.22496314865091574) | > loss_disc_real_5: 0.2790353298187256 (0.2370250931252604) | > loss_0: 2.6331276893615723 (2.4313346821328863) | > loss_gen: 2.4482421875 (2.399862569311391) | > loss_kl: 2.057412624359131 (2.76175592256629) | > loss_feat: 5.19631814956665 (6.528500163036844) | > loss_mel: 17.861648559570312 (17.978161770364512) | > loss_duration: 2.2393081188201904 (2.313630135163017) | > loss_1: 29.802928924560547 (31.981910705566406)  --> STEP: 24 | > loss_disc: 2.056788682937622 (2.4157285988330837) | > loss_disc_real_0: 0.058260515332221985 (0.13089450572927797) | > loss_disc_real_1: 0.18202625215053558 (0.24476951795319715) | > loss_disc_real_2: 0.14053146541118622 (0.23430418285230795) | > loss_disc_real_3: 0.1259223222732544 (0.24271403501431144) | > loss_disc_real_4: 0.18344487249851227 (0.22323322047789892) | > loss_disc_real_5: 0.17435447871685028 (0.23441381752490997) | > loss_0: 2.056788682937622 (2.4157285988330837) | > loss_gen: 2.3757710456848145 (2.3988587558269505) | > loss_kl: 2.809715986251831 (2.763754258553188) | > loss_feat: 10.581582069396973 (6.697378575801849) | > loss_mel: 19.63944435119629 (18.04738187789917) | > loss_duration: 2.417513370513916 (2.3179586033026376) | > loss_1: 37.82402801513672 (32.225332260131836)  --> STEP: 25 | > loss_disc: 2.5897059440612793 (2.4226876926422114) | > loss_disc_real_0: 0.09518888592720032 (0.12946628093719487) | > loss_disc_real_1: 0.2583746612071991 (0.24531372368335724) | > loss_disc_real_2: 0.24828414618968964 (0.23486338138580323) | > loss_disc_real_3: 0.1996450424194336 (0.2409912753105163) | > loss_disc_real_4: 0.22856268286705017 (0.22344639897346497) | > loss_disc_real_5: 0.24261432886123657 (0.23474183797836304) | > loss_0: 2.5897059440612793 (2.4226876926422114) | > loss_gen: 2.057698965072632 (2.3852123641967777) | > loss_kl: 2.423835039138794 (2.750157489776612) | > loss_feat: 6.786919593811035 (6.700960216522216) | > loss_mel: 16.921409606933594 (18.002342987060548) | > loss_duration: 2.36506986618042 (2.319843053817749) | > loss_1: 30.554933547973633 (32.158516311645506)  --> STEP: 26 | > loss_disc: 2.2702510356903076 (2.4168247442979074) | > loss_disc_real_0: 0.12909212708473206 (0.12945189040440783) | > loss_disc_real_1: 0.2279396951198578 (0.24464549181553033) | > loss_disc_real_2: 0.31263095140457153 (0.23785444177114046) | > loss_disc_real_3: 0.14733828604221344 (0.23738923726173544) | > loss_disc_real_4: 0.1790972352027893 (0.22174066190536207) | > loss_disc_real_5: 0.3669218122959137 (0.23982568314442268) | > loss_0: 2.2702510356903076 (2.4168247442979074) | > loss_gen: 2.96736478805542 (2.4076028420374946) | > loss_kl: 2.6484529972076416 (2.746245778523959) | > loss_feat: 15.076652526855469 (7.023102228458111) | > loss_mel: 18.427265167236328 (18.01868614783654) | > loss_duration: 2.3006231784820557 (2.3191038278432994) | > loss_1: 41.42036056518555 (32.514741090627815) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025531787138718823 (+0.00015788811903733437) | > avg_loss_disc: 2.4168247442979074 (-0.0069567652849054085) | > avg_loss_disc_real_0: 0.12945189040440783 (-0.020117397491748484) | > avg_loss_disc_real_1: 0.24464549181553033 (+0.06130736407179099) | > avg_loss_disc_real_2: 0.23785444177114046 (+0.046408726332279354) | > avg_loss_disc_real_3: 0.23738923726173544 (+0.022990635954416694) | > avg_loss_disc_real_4: 0.22174066190536207 (-0.05560059329638112) | > avg_loss_disc_real_5: 0.23982568314442268 (+0.01183458159749326) | > avg_loss_0: 2.4168247442979074 (-0.0069567652849054085) | > avg_loss_gen: 2.4076028420374946 (+0.0966278589688816) | > avg_loss_kl: 2.746245778523959 (+0.04619011512169502) | > avg_loss_feat: 7.023102228458111 (-0.11090267621553895) | > avg_loss_mel: 18.01868614783654 (+0.14189716485830317) | > avg_loss_duration: 2.3191038278432994 (-0.0007294783225422208) | > avg_loss_1: 32.514741090627815 (+0.17308315863976986)  > EPOCH: 499/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:06:17)   --> TIME: 2024-06-11 13:06:19 -- STEP: 4/330 -- GLOBAL_STEP: 252675 | > loss_disc: 2.27056884765625 (2.315513253211975) | > loss_disc_real_0: 0.09675192832946777 (0.09031827561557293) | > loss_disc_real_1: 0.1830328404903412 (0.18768365681171417) | > loss_disc_real_2: 0.1968580186367035 (0.20632264018058777) | > loss_disc_real_3: 0.2171371579170227 (0.23346547409892082) | > loss_disc_real_4: 0.22009143233299255 (0.2351422868669033) | > loss_disc_real_5: 0.22479389607906342 (0.2359921634197235) | > loss_0: 2.27056884765625 (2.315513253211975) | > grad_norm_0: tensor(3.8291, device='cuda:0') (tensor(5.7333, device='cuda:0')) | > loss_gen: 2.539686679840088 (2.46902859210968) | > loss_kl: 1.8299624919891357 (1.9878088235855103) | > loss_feat: 6.983201026916504 (6.74074649810791) | > loss_mel: 18.07872200012207 (18.23605442047119) | > loss_duration: 2.186098098754883 (2.215598464012146) | > loss_1: 31.6176700592041 (31.64923620223999) | > grad_norm_1: tensor(53.9564, device='cuda:0') (tensor(69.5646, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3579 (0.3828195333480835) | > loader_time: 0.0028 (0.003112971782684326)  --> TIME: 2024-06-11 13:06:28 -- STEP: 29/330 -- GLOBAL_STEP: 252700 | > loss_disc: 2.2885520458221436 (2.3347665277020684) | > loss_disc_real_0: 0.1262144297361374 (0.10408631249748428) | > loss_disc_real_1: 0.19193843007087708 (0.19978185152185374) | > loss_disc_real_2: 0.18621094524860382 (0.21158975260011081) | > loss_disc_real_3: 0.21915876865386963 (0.22556422804964) | > loss_disc_real_4: 0.23831290006637573 (0.2307450606905181) | > loss_disc_real_5: 0.21793611347675323 (0.22413482131629153) | > loss_0: 2.2885520458221436 (2.3347665277020684) | > grad_norm_0: tensor(8.5307, device='cuda:0') (tensor(6.7368, device='cuda:0')) | > loss_gen: 2.744222640991211 (2.488517136409365) | > loss_kl: 1.8693894147872925 (1.9038678777628932) | > loss_feat: 7.440874099731445 (6.947690289596031) | > loss_mel: 18.426467895507812 (18.046682423558725) | > loss_duration: 2.010158061981201 (2.0625561393540486) | > loss_1: 32.491111755371094 (31.449313525495857) | > grad_norm_1: tensor(50.9083, device='cuda:0') (tensor(64.8302, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3709 (0.36888795885546455) | > loader_time: 0.0032 (0.0031709753233810953)  --> TIME: 2024-06-11 13:06:38 -- STEP: 54/330 -- GLOBAL_STEP: 252725 | > loss_disc: 2.321733236312866 (2.3614193024458703) | > loss_disc_real_0: 0.11451529711484909 (0.11040345055085642) | > loss_disc_real_1: 0.2072153389453888 (0.19769891213487695) | > loss_disc_real_2: 0.2056235522031784 (0.21449754000813873) | > loss_disc_real_3: 0.23249515891075134 (0.22897049012007537) | > loss_disc_real_4: 0.22279253602027893 (0.23066182434558868) | > loss_disc_real_5: 0.19679276645183563 (0.22269895452040214) | > loss_0: 2.321733236312866 (2.3614193024458703) | > grad_norm_0: tensor(7.2082, device='cuda:0') (tensor(7.5338, device='cuda:0')) | > loss_gen: 2.572880268096924 (2.4843598604202266) | > loss_kl: 2.0543510913848877 (1.9179111034781844) | > loss_feat: 7.92684268951416 (7.027711311976115) | > loss_mel: 19.054920196533203 (18.03568391446713) | > loss_duration: 1.9948956966400146 (2.032602047478712) | > loss_1: 33.60388946533203 (31.49826819808395) | > grad_norm_1: tensor(88.1390, device='cuda:0') (tensor(76.5829, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.37 (0.36674941469121863) | > loader_time: 0.0034 (0.0033614458861174405)  --> TIME: 2024-06-11 13:06:47 -- STEP: 79/330 -- GLOBAL_STEP: 252750 | > loss_disc: 2.269808769226074 (2.355403372004062) | > loss_disc_real_0: 0.0865693986415863 (0.11141472781383538) | > loss_disc_real_1: 0.20120903849601746 (0.19861079016818275) | > loss_disc_real_2: 0.19707787036895752 (0.2137475349480593) | > loss_disc_real_3: 0.18914207816123962 (0.2273175616430331) | > loss_disc_real_4: 0.20757479965686798 (0.22980520732795137) | > loss_disc_real_5: 0.1696365624666214 (0.22212093936491617) | > loss_0: 2.269808769226074 (2.355403372004062) | > grad_norm_0: tensor(7.7737, device='cuda:0') (tensor(8.3208, device='cuda:0')) | > loss_gen: 2.4644412994384766 (2.477515305144877) | > loss_kl: 1.9416961669921875 (1.9299944473218313) | > loss_feat: 7.1550445556640625 (7.035359225695646) | > loss_mel: 17.536357879638672 (17.982741319680507) | > loss_duration: 1.9729461669921875 (2.0216459096232553) | > loss_1: 31.070486068725586 (31.447256064113184) | > grad_norm_1: tensor(63.9141, device='cuda:0') (tensor(86.0341, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3834 (0.3678680130198033) | > loader_time: 0.004 (0.0034749749340588533)  --> TIME: 2024-06-11 13:06:57 -- STEP: 104/330 -- GLOBAL_STEP: 252775 | > loss_disc: 2.2488439083099365 (2.3631537350324483) | > loss_disc_real_0: 0.11409886181354523 (0.11403589573903726) | > loss_disc_real_1: 0.21526606380939484 (0.19975323115403837) | > loss_disc_real_2: 0.19353754818439484 (0.213255374907301) | > loss_disc_real_3: 0.19460932910442352 (0.22914872834315667) | > loss_disc_real_4: 0.22131133079528809 (0.23048430050794894) | > loss_disc_real_5: 0.22896450757980347 (0.2229486106393429) | > loss_0: 2.2488439083099365 (2.3631537350324483) | > grad_norm_0: tensor(5.8515, device='cuda:0') (tensor(8.4075, device='cuda:0')) | > loss_gen: 2.576631546020508 (2.4772726366153126) | > loss_kl: 1.8389922380447388 (1.928614085683456) | > loss_feat: 7.290629863739014 (7.021658255503728) | > loss_mel: 17.96205711364746 (17.923700479360715) | > loss_duration: 2.0672719478607178 (2.0200296090199417) | > loss_1: 31.73558235168457 (31.371274966460007) | > grad_norm_1: tensor(91.3995, device='cuda:0') (tensor(88.2099, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3719 (0.36866321472021263) | > loader_time: 0.0037 (0.0036031053616450382)  --> TIME: 2024-06-11 13:07:06 -- STEP: 129/330 -- GLOBAL_STEP: 252800 | > loss_disc: 2.3125598430633545 (2.3641548267630648) | > loss_disc_real_0: 0.10932467132806778 (0.11330534275188002) | > loss_disc_real_1: 0.15671776235103607 (0.1999532552652581) | > loss_disc_real_2: 0.21915900707244873 (0.21430036760577859) | > loss_disc_real_3: 0.22627702355384827 (0.22892393668492636) | > loss_disc_real_4: 0.24499422311782837 (0.2291522716829019) | > loss_disc_real_5: 0.22291557490825653 (0.2225763924824175) | > loss_0: 2.3125598430633545 (2.3641548267630648) | > grad_norm_0: tensor(23.0712, device='cuda:0') (tensor(9.4990, device='cuda:0')) | > loss_gen: 2.7072458267211914 (2.47864902111911) | > loss_kl: 1.8308147192001343 (1.9285372588061547) | > loss_feat: 7.3791985511779785 (7.029114401617716) | > loss_mel: 18.50031089782715 (17.953842207442875) | > loss_duration: 2.0055747032165527 (2.0206083299577715) | > loss_1: 32.42314147949219 (31.410751091417417) | > grad_norm_1: tensor(143.1340, device='cuda:0') (tensor(101.0689, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3967 (0.370459652686304) | > loader_time: 0.0041 (0.0036976041719895)  --> TIME: 2024-06-11 13:07:16 -- STEP: 154/330 -- GLOBAL_STEP: 252825 | > loss_disc: 2.464580535888672 (2.3662753863768153) | > loss_disc_real_0: 0.14320886135101318 (0.11572978132730954) | > loss_disc_real_1: 0.1985747069120407 (0.20079402315926237) | > loss_disc_real_2: 0.2240416705608368 (0.21437178784376615) | > loss_disc_real_3: 0.24562938511371613 (0.22921283001249487) | > loss_disc_real_4: 0.24244628846645355 (0.22873875421363038) | > loss_disc_real_5: 0.2284897118806839 (0.22197362964416478) | > loss_0: 2.464580535888672 (2.3662753863768153) | > grad_norm_0: tensor(31.7093, device='cuda:0') (tensor(12.7049, device='cuda:0')) | > loss_gen: 2.40925669670105 (2.4787184820546724) | > loss_kl: 1.9294289350509644 (1.9288423936088364) | > loss_feat: 6.727825164794922 (7.02338297026498) | > loss_mel: 17.057912826538086 (17.919986638155844) | > loss_duration: 2.0359277725219727 (2.0224663499113817) | > loss_1: 30.160350799560547 (31.373396762005694) | > grad_norm_1: tensor(279.7161, device='cuda:0') (tensor(126.3236, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3736 (0.3721229751388749) | > loader_time: 0.0042 (0.00378915396603671)  --> TIME: 2024-06-11 13:07:26 -- STEP: 179/330 -- GLOBAL_STEP: 252850 | > loss_disc: 2.2970147132873535 (2.3648326317025314) | > loss_disc_real_0: 0.08031465858221054 (0.11528010112779767) | > loss_disc_real_1: 0.17595545947551727 (0.2003638830930827) | > loss_disc_real_2: 0.1795976161956787 (0.21428331707775924) | > loss_disc_real_3: 0.2172705978155136 (0.22913293065971502) | > loss_disc_real_4: 0.2264719158411026 (0.22915893043885685) | > loss_disc_real_5: 0.20055904984474182 (0.2219177404595487) | > loss_0: 2.2970147132873535 (2.3648326317025314) | > grad_norm_0: tensor(16.2643, device='cuda:0') (tensor(14.5821, device='cuda:0')) | > loss_gen: 2.718108654022217 (2.484221076166162) | > loss_kl: 1.8125368356704712 (1.9264850010419026) | > loss_feat: 7.270443439483643 (7.037229929556394) | > loss_mel: 18.279701232910156 (17.903075053039213) | > loss_duration: 2.0817623138427734 (2.028166082318269) | > loss_1: 32.16255187988281 (31.379177050883545) | > grad_norm_1: tensor(527.5928, device='cuda:0') (tensor(151.8538, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3848 (0.3747146342719735) | > loader_time: 0.0044 (0.0038960899054671133)  --> TIME: 2024-06-11 13:07:36 -- STEP: 204/330 -- GLOBAL_STEP: 252875 | > loss_disc: 2.356477737426758 (2.367497677896538) | > loss_disc_real_0: 0.1357768326997757 (0.11642095543371112) | > loss_disc_real_1: 0.19070962071418762 (0.2010878623992789) | > loss_disc_real_2: 0.1938875913619995 (0.21440481905843697) | > loss_disc_real_3: 0.21767295897006989 (0.22939412522257543) | > loss_disc_real_4: 0.19996050000190735 (0.22881036638921382) | > loss_disc_real_5: 0.20375025272369385 (0.22221237194596552) | > loss_0: 2.356477737426758 (2.367497677896538) | > grad_norm_0: tensor(14.6840, device='cuda:0') (tensor(18.5947, device='cuda:0')) | > loss_gen: 2.68487811088562 (2.490661990408801) | > loss_kl: 1.9966280460357666 (1.9270151876935773) | > loss_feat: 7.175498962402344 (7.054337471139197) | > loss_mel: 18.054718017578125 (17.873492998235367) | > loss_duration: 2.027024269104004 (2.0354179330900606) | > loss_1: 31.93874740600586 (31.380925505769017) | > grad_norm_1: tensor(206.8225, device='cuda:0') (tensor(177.7096, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.3928 (0.3780355161311581) | > loader_time: 0.0049 (0.004030134163650814)  --> TIME: 2024-06-11 13:07:47 -- STEP: 229/330 -- GLOBAL_STEP: 252900 | > loss_disc: 2.4680185317993164 (2.370589473882618) | > loss_disc_real_0: 0.1311047077178955 (0.11845811157117243) | > loss_disc_real_1: 0.20547041296958923 (0.20093078325669317) | > loss_disc_real_2: 0.22788161039352417 (0.21419045127375158) | > loss_disc_real_3: 0.24522188305854797 (0.22957277499692408) | > loss_disc_real_4: 0.22133491933345795 (0.22889755724819466) | > loss_disc_real_5: 0.19815081357955933 (0.2222748955134221) | > loss_0: 2.4680185317993164 (2.370589473882618) | > grad_norm_0: tensor(26.7597, device='cuda:0') (tensor(20.7446, device='cuda:0')) | > loss_gen: 2.3593459129333496 (2.487226966166598) | > loss_kl: 2.073094367980957 (1.9253634734965828) | > loss_feat: 6.57634973526001 (7.0463434056944205) | > loss_mel: 17.372249603271484 (17.838040497625755) | > loss_duration: 2.1268396377563477 (2.043659212287337) | > loss_1: 30.50788116455078 (31.34063347562432) | > grad_norm_1: tensor(391.9451, device='cuda:0') (tensor(199.6330, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.4023 (0.3806981082566442) | > loader_time: 0.0056 (0.00416362129444639)  --> TIME: 2024-06-11 13:07:57 -- STEP: 254/330 -- GLOBAL_STEP: 252925 | > loss_disc: 2.4229300022125244 (2.368642409016768) | > loss_disc_real_0: 0.12529952824115753 (0.11877831934005256) | > loss_disc_real_1: 0.21125304698944092 (0.20092253392840934) | > loss_disc_real_2: 0.20728594064712524 (0.21368758022550524) | > loss_disc_real_3: 0.23411822319030762 (0.22950934653911065) | > loss_disc_real_4: 0.24755358695983887 (0.22904076773350632) | > loss_disc_real_5: 0.23492607474327087 (0.2221729062556282) | > loss_0: 2.4229300022125244 (2.368642409016768) | > grad_norm_0: tensor(19.4735, device='cuda:0') (tensor(21.2867, device='cuda:0')) | > loss_gen: 2.427639961242676 (2.4862790868038247) | > loss_kl: 2.0251715183258057 (1.9272357924716679) | > loss_feat: 6.920722961425781 (7.041656939063485) | > loss_mel: 17.542325973510742 (17.79084135040523) | > loss_duration: 2.0807251930236816 (2.0506726062203953) | > loss_1: 30.996583938598633 (31.29668571442131) | > grad_norm_1: tensor(299.4134, device='cuda:0') (tensor(206.3813, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.433 (0.38411519095653635) | > loader_time: 0.0055 (0.0043052585106196405)  --> TIME: 2024-06-11 13:08:08 -- STEP: 279/330 -- GLOBAL_STEP: 252950 | > loss_disc: 2.265493154525757 (2.368415121536529) | > loss_disc_real_0: 0.13277611136436462 (0.11951536888183231) | > loss_disc_real_1: 0.19976456463336945 (0.2011563179206677) | > loss_disc_real_2: 0.271121621131897 (0.2137081837248204) | > loss_disc_real_3: 0.23711620271205902 (0.22953087828492605) | > loss_disc_real_4: 0.199857696890831 (0.22871816505454348) | > loss_disc_real_5: 0.19179488718509674 (0.22190274228759135) | > loss_0: 2.265493154525757 (2.368415121536529) | > grad_norm_0: tensor(56.8323, device='cuda:0') (tensor(22.9615, device='cuda:0')) | > loss_gen: 2.5475287437438965 (2.4864270832376225) | > loss_kl: 1.955216407775879 (1.9351449051210954) | > loss_feat: 7.923014163970947 (7.052636936146726) | > loss_mel: 17.65072250366211 (17.760581949705713) | > loss_duration: 2.1417369842529297 (2.059796566604286) | > loss_1: 32.21821975708008 (31.294587391679006) | > grad_norm_1: tensor(484.8495, device='cuda:0') (tensor(225.1736, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.44 (0.38859981106173613) | > loader_time: 0.006 (0.004465088622117132)  --> TIME: 2024-06-11 13:08:21 -- STEP: 304/330 -- GLOBAL_STEP: 252975 | > loss_disc: 2.4155731201171875 (2.368614177170554) | > loss_disc_real_0: 0.17494216561317444 (0.12048941380099247) | > loss_disc_real_1: 0.17506876587867737 (0.20115262441533174) | > loss_disc_real_2: 0.16553716361522675 (0.21336440428307188) | > loss_disc_real_3: 0.1902175396680832 (0.22951365399517512) | > loss_disc_real_4: 0.18609963357448578 (0.22809463729591747) | > loss_disc_real_5: 0.17469540238380432 (0.22190914778529025) | > loss_0: 2.4155731201171875 (2.368614177170554) | > grad_norm_0: tensor(18.3014, device='cuda:0') (tensor(25.6593, device='cuda:0')) | > loss_gen: 2.531120777130127 (2.4930959194898596) | > loss_kl: 1.998747706413269 (1.938843466341495) | > loss_feat: 8.078011512756348 (7.086661349785953) | > loss_mel: 18.203580856323242 (17.719754639424767) | > loss_duration: 2.2118420600891113 (2.070483983347291) | > loss_1: 33.0233039855957 (31.30883930858813) | > grad_norm_1: tensor(514.9132, device='cuda:0') (tensor(246.9978, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.4919 (0.39587784911456864) | > loader_time: 0.0069 (0.004642307758331306)  --> TIME: 2024-06-11 13:08:49 -- STEP: 329/330 -- GLOBAL_STEP: 253000 | > loss_disc: 2.5495662689208984 (2.3734503937347338) | > loss_disc_real_0: 0.1440250426530838 (0.12198853895838137) | > loss_disc_real_1: 0.2625613212585449 (0.20135239020307008) | > loss_disc_real_2: 0.15725651383399963 (0.2140033973839508) | > loss_disc_real_3: 0.2517649531364441 (0.22973142224604598) | > loss_disc_real_4: 0.23597514629364014 (0.22894388505209542) | > loss_disc_real_5: 0.22344347834587097 (0.22281182613959785) | > loss_0: 2.5495662689208984 (2.3734503937347338) | > grad_norm_0: tensor(14.3967, device='cuda:0') (tensor(26.8478, device='cuda:0')) | > loss_gen: 2.266037702560425 (2.4920846582546066) | > loss_kl: 2.115959644317627 (1.945745845333783) | > loss_feat: 11.378544807434082 (7.192544387828976) | > loss_mel: 19.53579330444336 (17.711041679498255) | > loss_duration: 2.275827169418335 (2.0848539737944924) | > loss_1: 37.57215881347656 (31.42627048782302) | > grad_norm_1: tensor(208.4633, device='cuda:0') (tensor(253.4481, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 14.1727 (0.45051930885546837) | > loader_time: 0.0347 (0.005119627369935758) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_253000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6881279945373535 (2.6881279945373535) | > loss_disc_real_0: 0.16599267721176147 (0.16599267721176147) | > loss_disc_real_1: 0.22129258513450623 (0.22129258513450623) | > loss_disc_real_2: 0.2634325325489044 (0.2634325325489044) | > loss_disc_real_3: 0.21587605774402618 (0.21587605774402618) | > loss_disc_real_4: 0.2743511199951172 (0.2743511199951172) | > loss_disc_real_5: 0.26455461978912354 (0.26455461978912354) | > loss_0: 2.6881279945373535 (2.6881279945373535) | > loss_gen: 2.076672077178955 (2.076672077178955) | > loss_kl: 2.612670660018921 (2.612670660018921) | > loss_feat: 4.95216178894043 (4.95216178894043) | > loss_mel: 14.79821491241455 (14.79821491241455) | > loss_duration: 2.9047913551330566 (2.9047913551330566) | > loss_1: 27.344511032104492 (27.344511032104492)  --> STEP: 1 | > loss_disc: 2.1709516048431396 (2.1709516048431396) | > loss_disc_real_0: 0.07461126893758774 (0.07461126893758774) | > loss_disc_real_1: 0.10768858343362808 (0.10768858343362808) | > loss_disc_real_2: 0.18122859299182892 (0.18122859299182892) | > loss_disc_real_3: 0.1927400827407837 (0.1927400827407837) | > loss_disc_real_4: 0.2198420614004135 (0.2198420614004135) | > loss_disc_real_5: 0.2586013078689575 (0.2586013078689575) | > loss_0: 2.1709516048431396 (2.1709516048431396) | > loss_gen: 2.2854137420654297 (2.2854137420654297) | > loss_kl: 3.181203842163086 (3.181203842163086) | > loss_feat: 7.798044204711914 (7.798044204711914) | > loss_mel: 18.851749420166016 (18.851749420166016) | > loss_duration: 2.347114086151123 (2.347114086151123) | > loss_1: 34.463523864746094 (34.463523864746094)  --> STEP: 2 | > loss_disc: 2.502882957458496 (2.336917281150818) | > loss_disc_real_0: 0.18369002640247345 (0.1291506476700306) | > loss_disc_real_1: 0.15130996704101562 (0.12949927523732185) | > loss_disc_real_2: 0.2608186900615692 (0.22102364152669907) | > loss_disc_real_3: 0.2910119891166687 (0.2418760359287262) | > loss_disc_real_4: 0.26883837580680847 (0.244340218603611) | > loss_disc_real_5: 0.3013876974582672 (0.27999450266361237) | > loss_0: 2.502882957458496 (2.336917281150818) | > loss_gen: 2.4910354614257812 (2.3882246017456055) | > loss_kl: 3.0283591747283936 (3.1047815084457397) | > loss_feat: 5.883288383483887 (6.8406662940979) | > loss_mel: 18.350454330444336 (18.601101875305176) | > loss_duration: 2.3967721462249756 (2.3719431161880493) | > loss_1: 32.14990997314453 (33.30671691894531)  --> STEP: 3 | > loss_disc: 2.344346761703491 (2.3393937746683755) | > loss_disc_real_0: 0.1994573473930359 (0.1525862142443657) | > loss_disc_real_1: 0.21390792727470398 (0.1576354925831159) | > loss_disc_real_2: 0.14824816584587097 (0.1967651496330897) | > loss_disc_real_3: 0.21653613448143005 (0.23342940211296082) | > loss_disc_real_4: 0.215484157204628 (0.23472153147061667) | > loss_disc_real_5: 0.2344764918088913 (0.2648218323787053) | > loss_0: 2.344346761703491 (2.3393937746683755) | > loss_gen: 2.5496532917022705 (2.4420341650644937) | > loss_kl: 2.8353793621063232 (3.0149807929992676) | > loss_feat: 5.509211540222168 (6.396848042805989) | > loss_mel: 16.348819732666016 (17.85034116109212) | > loss_duration: 2.2999162673950195 (2.3479341665903726) | > loss_1: 29.542980194091797 (32.052138010660805)  --> STEP: 4 | > loss_disc: 2.6016929149627686 (2.404968559741974) | > loss_disc_real_0: 0.19215449690818787 (0.16247828491032124) | > loss_disc_real_1: 0.18817353248596191 (0.1652700025588274) | > loss_disc_real_2: 0.18301938474178314 (0.19332870841026306) | > loss_disc_real_3: 0.282478928565979 (0.24569178372621536) | > loss_disc_real_4: 0.19375640153884888 (0.2244802489876747) | > loss_disc_real_5: 0.234502375125885 (0.25724196806550026) | > loss_0: 2.6016929149627686 (2.404968559741974) | > loss_gen: 2.0672783851623535 (2.3483452200889587) | > loss_kl: 2.716230869293213 (2.940293312072754) | > loss_feat: 5.080204486846924 (6.067687153816223) | > loss_mel: 17.381515502929688 (17.733134746551514) | > loss_duration: 2.3415067195892334 (2.346327304840088) | > loss_1: 29.58673667907715 (31.435787677764893)  --> STEP: 5 | > loss_disc: 2.393368721008301 (2.402648591995239) | > loss_disc_real_0: 0.22973166406154633 (0.17592896074056624) | > loss_disc_real_1: 0.2334846705198288 (0.17891293615102768) | > loss_disc_real_2: 0.22176651656627655 (0.19901627004146577) | > loss_disc_real_3: 0.269106924533844 (0.2503748118877411) | > loss_disc_real_4: 0.20795637369155884 (0.22117547392845155) | > loss_disc_real_5: 0.19940496981143951 (0.2456745684146881) | > loss_0: 2.393368721008301 (2.402648591995239) | > loss_gen: 2.5535244941711426 (2.3893810749053954) | > loss_kl: 2.676093816757202 (2.8874534130096436) | > loss_feat: 5.861556529998779 (6.026461029052735) | > loss_mel: 18.641109466552734 (17.91472969055176) | > loss_duration: 2.357219696044922 (2.3485057830810545) | > loss_1: 32.08950424194336 (31.566530990600587)  --> STEP: 6 | > loss_disc: 2.230206251144409 (2.373908201853434) | > loss_disc_real_0: 0.1462417095899582 (0.17098108554879823) | > loss_disc_real_1: 0.11516266316175461 (0.1682878906528155) | > loss_disc_real_2: 0.16510336101055145 (0.19336411853631338) | > loss_disc_real_3: 0.1705009490251541 (0.23706250141064325) | > loss_disc_real_4: 0.15124918520450592 (0.2095210924744606) | > loss_disc_real_5: 0.10038942843675613 (0.2214603784183661) | > loss_0: 2.230206251144409 (2.373908201853434) | > loss_gen: 2.161532402038574 (2.3514062960942588) | > loss_kl: 2.3271002769470215 (2.794061223665873) | > loss_feat: 8.821847915649414 (6.492358843485515) | > loss_mel: 19.86610984802246 (18.239959716796875) | > loss_duration: 2.179572343826294 (2.3203502098719277) | > loss_1: 35.356163024902344 (32.19813632965088)  --> STEP: 7 | > loss_disc: 2.3844008445739746 (2.3754071508135115) | > loss_disc_real_0: 0.15593723952770233 (0.16883196468864167) | > loss_disc_real_1: 0.1318824738264084 (0.16308711682047164) | > loss_disc_real_2: 0.18000569939613342 (0.1914557729448591) | > loss_disc_real_3: 0.24159732460975647 (0.23771033329623087) | > loss_disc_real_4: 0.26315468549728394 (0.21718303433486394) | > loss_disc_real_5: 0.2095566987991333 (0.2197598527584757) | > loss_0: 2.3844008445739746 (2.3754071508135115) | > loss_gen: 2.469219446182251 (2.3682367461068288) | > loss_kl: 3.9238038063049316 (2.955453021185739) | > loss_feat: 7.0077314376831055 (6.565983499799456) | > loss_mel: 18.002267837524414 (18.206003734043666) | > loss_duration: 2.5178494453430176 (2.348564386367798) | > loss_1: 33.92087173461914 (32.44424138750349)  --> STEP: 8 | > loss_disc: 2.375084161758423 (2.3753667771816254) | > loss_disc_real_0: 0.13459625840187073 (0.16455250140279531) | > loss_disc_real_1: 0.13057707250118256 (0.1590233612805605) | > loss_disc_real_2: 0.12288591265678406 (0.18288454040884972) | > loss_disc_real_3: 0.2508452236652374 (0.23935219459235668) | > loss_disc_real_4: 0.22304801642894745 (0.21791615709662437) | > loss_disc_real_5: 0.18403217196464539 (0.21529389265924692) | > loss_0: 2.375084161758423 (2.3753667771816254) | > loss_gen: 2.0722641944885254 (2.331240177154541) | > loss_kl: 2.499758243560791 (2.8984911739826202) | > loss_feat: 8.719574928283691 (6.835182428359985) | > loss_mel: 15.979595184326172 (17.92770266532898) | > loss_duration: 2.198343276977539 (2.3297867476940155) | > loss_1: 31.46953582763672 (32.32240319252014)  --> STEP: 9 | > loss_disc: 2.5851900577545166 (2.398680475023058) | > loss_disc_real_0: 0.2569476068019867 (0.1748186242249277) | > loss_disc_real_1: 0.16533204913139343 (0.15972432659731972) | > loss_disc_real_2: 0.1598227322101593 (0.1803221172756619) | > loss_disc_real_3: 0.23236864805221558 (0.23857624497678545) | > loss_disc_real_4: 0.217873677611351 (0.21791143715381622) | > loss_disc_real_5: 0.18730346858501434 (0.21218384553988776) | > loss_0: 2.5851900577545166 (2.398680475023058) | > loss_gen: 2.0951268672943115 (2.305005364947849) | > loss_kl: 2.516484022140503 (2.8560459348890515) | > loss_feat: 13.35244369506836 (7.55932256910536) | > loss_mel: 18.178712844848633 (17.955592685275608) | > loss_duration: 2.1731739044189453 (2.312385320663452) | > loss_1: 38.315940856933594 (32.988351821899414)  --> STEP: 10 | > loss_disc: 2.5401053428649902 (2.412822961807251) | > loss_disc_real_0: 0.20422592759132385 (0.1777593545615673) | > loss_disc_real_1: 0.15458741784095764 (0.1592106357216835) | > loss_disc_real_2: 0.19285808503627777 (0.18157571405172349) | > loss_disc_real_3: 0.2518450915813446 (0.23990312963724136) | > loss_disc_real_4: 0.19280719757080078 (0.2154010131955147) | > loss_disc_real_5: 0.21453557908535004 (0.212419018894434) | > loss_0: 2.5401053428649902 (2.412822961807251) | > loss_gen: 2.3276219367980957 (2.3072670221328737) | > loss_kl: 2.9275128841400146 (2.863192629814148) | > loss_feat: 7.672358512878418 (7.570626163482666) | > loss_mel: 17.760652542114258 (17.936098670959474) | > loss_duration: 2.3753788471221924 (2.3186846733093263) | > loss_1: 33.06352233886719 (32.995868873596194)  --> STEP: 11 | > loss_disc: 2.442305088043213 (2.415503155101429) | > loss_disc_real_0: 0.12085285037755966 (0.1725860359993848) | > loss_disc_real_1: 0.18730393052101135 (0.1617645716125315) | > loss_disc_real_2: 0.1584128886461258 (0.1794700026512146) | > loss_disc_real_3: 0.22944322228431702 (0.2389522289687937) | > loss_disc_real_4: 0.22348183393478394 (0.21613563326272098) | > loss_disc_real_5: 0.20683030784130096 (0.21191095425324005) | > loss_0: 2.442305088043213 (2.415503155101429) | > loss_gen: 2.097667694091797 (2.288212537765503) | > loss_kl: 3.3988678455352783 (2.911890376697887) | > loss_feat: 6.18837308883667 (7.444966793060303) | > loss_mel: 16.399442672729492 (17.796402671120383) | > loss_duration: 2.444733142852783 (2.330143625086004) | > loss_1: 30.529083251953125 (32.771615635265)  --> STEP: 12 | > loss_disc: 2.576148748397827 (2.428890287876129) | > loss_disc_real_0: 0.12495865672826767 (0.1686170877267917) | > loss_disc_real_1: 0.17656226456165314 (0.16299771269162497) | > loss_disc_real_2: 0.24400800466537476 (0.18484816948572794) | > loss_disc_real_3: 0.21962834894657135 (0.2373419056336085) | > loss_disc_real_4: 0.16738218069076538 (0.21207284554839134) | > loss_disc_real_5: 0.22591687738895416 (0.21307811451454958) | > loss_0: 2.576148748397827 (2.428890287876129) | > loss_gen: 2.136920690536499 (2.2756048838297525) | > loss_kl: 2.118875026702881 (2.8458057641983032) | > loss_feat: 5.990166664123535 (7.323733448982239) | > loss_mel: 18.874576568603516 (17.886250495910645) | > loss_duration: 2.2229833602905273 (2.3212136030197144) | > loss_1: 31.343521118164062 (32.65260775883992)  --> STEP: 13 | > loss_disc: 2.411478281021118 (2.427550902733436) | > loss_disc_real_0: 0.1773071587085724 (0.16928555472539022) | > loss_disc_real_1: 0.21324940025806427 (0.1668632271198126) | > loss_disc_real_2: 0.25651785731315613 (0.1903612223955301) | > loss_disc_real_3: 0.23305821418762207 (0.23701239090699416) | > loss_disc_real_4: 0.2322353571653366 (0.21362380798046404) | > loss_disc_real_5: 0.2827698588371277 (0.21843901792397866) | > loss_0: 2.411478281021118 (2.427550902733436) | > loss_gen: 2.506425380706787 (2.2933603066664476) | > loss_kl: 3.3934295177459717 (2.8879306683173547) | > loss_feat: 5.338295936584473 (7.171007486490103) | > loss_mel: 17.338993072509766 (17.844153771033653) | > loss_duration: 2.2228665351867676 (2.3136484439556417) | > loss_1: 30.800010681152344 (32.51010029132549)  --> STEP: 14 | > loss_disc: 2.36440110206604 (2.423040202685765) | > loss_disc_real_0: 0.15607532858848572 (0.16834196714418276) | > loss_disc_real_1: 0.1467946469783783 (0.16542975710971014) | > loss_disc_real_2: 0.15482677519321442 (0.1878230475953647) | > loss_disc_real_3: 0.20392481982707977 (0.23464899297271455) | > loss_disc_real_4: 0.26849332451820374 (0.21754305916173117) | > loss_disc_real_5: 0.20985648036003113 (0.21782597952655383) | > loss_0: 2.36440110206604 (2.423040202685765) | > loss_gen: 2.4392690658569336 (2.3037823608943393) | > loss_kl: 3.32576584815979 (2.9192046097346713) | > loss_feat: 7.260670185089111 (7.17741196496146) | > loss_mel: 19.541236877441406 (17.965373992919922) | > loss_duration: 2.3395042419433594 (2.31549528666905) | > loss_1: 34.90644836425781 (32.68126801082066)  --> STEP: 15 | > loss_disc: 2.367785692214966 (2.4193565686543783) | > loss_disc_real_0: 0.12229089438915253 (0.16527189562718073) | > loss_disc_real_1: 0.1757241040468216 (0.16611604690551757) | > loss_disc_real_2: 0.20906035602092743 (0.1892388681570689) | > loss_disc_real_3: 0.257188618183136 (0.23615163465340933) | > loss_disc_real_4: 0.2050851583480835 (0.21671253244082134) | > loss_disc_real_5: 0.22091594338417053 (0.21803197711706163) | > loss_0: 2.367785692214966 (2.4193565686543783) | > loss_gen: 2.4046146869659424 (2.3105045159657798) | > loss_kl: 3.0514156818389893 (2.9280186812082927) | > loss_feat: 7.831838130950928 (7.2210403760274255) | > loss_mel: 18.497547149658203 (18.000852203369142) | > loss_duration: 2.3239526748657227 (2.316059112548828) | > loss_1: 34.109371185302734 (32.77647488911946)  --> STEP: 16 | > loss_disc: 2.6146116256713867 (2.4315600097179413) | > loss_disc_real_0: 0.16774210333824158 (0.16542628360912204) | > loss_disc_real_1: 0.15906594693660736 (0.1656754156574607) | > loss_disc_real_2: 0.2314024269580841 (0.19187409058213234) | > loss_disc_real_3: 0.32034391164779663 (0.24141365196555853) | > loss_disc_real_4: 0.26456186175346375 (0.21970311552286148) | > loss_disc_real_5: 0.2292909026145935 (0.21873565996065736) | > loss_0: 2.6146116256713867 (2.4315600097179413) | > loss_gen: 2.296313762664795 (2.309617593884468) | > loss_kl: 2.992068290710449 (2.9320217818021774) | > loss_feat: 6.521249771118164 (7.177303463220596) | > loss_mel: 16.47982406616211 (17.9057879447937) | > loss_duration: 2.362196445465088 (2.3189426958560944) | > loss_1: 30.65165138244629 (32.64367341995239)  --> STEP: 17 | > loss_disc: 2.3914237022399902 (2.429199050454532) | > loss_disc_real_0: 0.10726950317621231 (0.16200529652483323) | > loss_disc_real_1: 0.17709869146347046 (0.16634737305781422) | > loss_disc_real_2: 0.23420420289039612 (0.19436409718850078) | > loss_disc_real_3: 0.26386117935180664 (0.24273409475298488) | > loss_disc_real_4: 0.18900442123413086 (0.21789730997646556) | > loss_disc_real_5: 0.28763601183891296 (0.22278862183584885) | > loss_0: 2.3914237022399902 (2.429199050454532) | > loss_gen: 2.379791498184204 (2.313745470607982) | > loss_kl: 2.1913373470306396 (2.8884521091685578) | > loss_feat: 6.067523956298828 (7.11202231575461) | > loss_mel: 16.766551971435547 (17.83877406400793) | > loss_duration: 2.434605598449707 (2.3257463960086597) | > loss_1: 29.83980941772461 (32.47874024335076)  --> STEP: 18 | > loss_disc: 2.270545721054077 (2.4203849765989514) | > loss_disc_real_0: 0.09791301190853119 (0.1584446140461498) | > loss_disc_real_1: 0.11764072626829147 (0.16364144823617405) | > loss_disc_real_2: 0.13949178159236908 (0.19131563521093792) | > loss_disc_real_3: 0.2312392145395279 (0.24209549029668173) | > loss_disc_real_4: 0.27804481983184814 (0.2212388383017646) | > loss_disc_real_5: 0.209047332406044 (0.22202521686752638) | > loss_0: 2.270545721054077 (2.4203849765989514) | > loss_gen: 2.2581334114074707 (2.3106559117635093) | > loss_kl: 2.598168134689331 (2.8723252216974893) | > loss_feat: 7.925299644470215 (7.1572043895721436) | > loss_mel: 19.363327026367188 (17.923471450805664) | > loss_duration: 2.2555150985717773 (2.3218446572621665) | > loss_1: 34.40044403076172 (32.58550156487359)  --> STEP: 19 | > loss_disc: 2.656170606613159 (2.4327947465996993) | > loss_disc_real_0: 0.25042909383773804 (0.16328590245623337) | > loss_disc_real_1: 0.24504849314689636 (0.1679260295472647) | > loss_disc_real_2: 0.21365058422088623 (0.19249115884304047) | > loss_disc_real_3: 0.28158774971961975 (0.24417403026631004) | > loss_disc_real_4: 0.2821022570133209 (0.2244421761286886) | > loss_disc_real_5: 0.23982779681682587 (0.22296219475959478) | > loss_0: 2.656170606613159 (2.4327947465996993) | > loss_gen: 2.468393325805664 (2.3189578809236226) | > loss_kl: 2.373379945755005 (2.846064944016306) | > loss_feat: 6.977797031402588 (7.1477618970369035) | > loss_mel: 18.121700286865234 (17.933904547440378) | > loss_duration: 2.3254189491271973 (2.322032777886642) | > loss_1: 32.26668930053711 (32.568721972013776)  --> STEP: 20 | > loss_disc: 2.222398281097412 (2.422274923324585) | > loss_disc_real_0: 0.13172011077404022 (0.1617076128721237) | > loss_disc_real_1: 0.1498352587223053 (0.16702149100601674) | > loss_disc_real_2: 0.21055154502391815 (0.19339417815208435) | > loss_disc_real_3: 0.24149668216705322 (0.2440401628613472) | > loss_disc_real_4: 0.2205490618944168 (0.22424752041697502) | > loss_disc_real_5: 0.2199491262435913 (0.2228115413337946) | > loss_0: 2.222398281097412 (2.422274923324585) | > loss_gen: 2.597090005874634 (2.332864487171173) | > loss_kl: 1.9641166925430298 (2.801967531442642) | > loss_feat: 6.786460876464844 (7.129696846008301) | > loss_mel: 18.952669143676758 (17.984842777252197) | > loss_duration: 2.3202123641967773 (2.321941757202149) | > loss_1: 32.620548248291016 (32.571313285827635)  --> STEP: 21 | > loss_disc: 2.4399967193603516 (2.423118818373907) | > loss_disc_real_0: 0.09114797413349152 (0.158347630075046) | > loss_disc_real_1: 0.1382196843624115 (0.1656499764039403) | > loss_disc_real_2: 0.23834854364395142 (0.19553486222312563) | > loss_disc_real_3: 0.23757457733154297 (0.24373227783611842) | > loss_disc_real_4: 0.18023911118507385 (0.2221518818821226) | > loss_disc_real_5: 0.24888862669467926 (0.22405330730336054) | > loss_0: 2.4399967193603516 (2.423118818373907) | > loss_gen: 2.182664394378662 (2.325712101800101) | > loss_kl: 2.2220351696014404 (2.774351704688299) | > loss_feat: 6.9539947509765625 (7.121330079578218) | > loss_mel: 15.363791465759277 (17.86003081003825) | > loss_duration: 2.173159599304199 (2.314856892540342) | > loss_1: 28.895645141601562 (32.39628146943592)  --> STEP: 22 | > loss_disc: 2.438300132751465 (2.4238088781183413) | > loss_disc_real_0: 0.13486739993095398 (0.15728034688667816) | > loss_disc_real_1: 0.1419256627559662 (0.16457159851085057) | > loss_disc_real_2: 0.1742475926876068 (0.19456725906242023) | > loss_disc_real_3: 0.18969300389289856 (0.2412759472023357) | > loss_disc_real_4: 0.2169608771800995 (0.22191592712293973) | > loss_disc_real_5: 0.2051565945148468 (0.22319436581297356) | > loss_0: 2.438300132751465 (2.4238088781183413) | > loss_gen: 2.2123446464538574 (2.320559035647999) | > loss_kl: 2.1776559352874756 (2.7472291697155344) | > loss_feat: 7.180398941040039 (7.124015027826482) | > loss_mel: 16.882482528686523 (17.815596797249533) | > loss_duration: 2.190031051635742 (2.309182990681042) | > loss_1: 30.642913818359375 (32.31658293984153)  --> STEP: 23 | > loss_disc: 2.713515520095825 (2.4364048190738843) | > loss_disc_real_0: 0.17887574434280396 (0.15821927721085755) | > loss_disc_real_1: 0.1807340830564499 (0.16527431523022446) | > loss_disc_real_2: 0.19259150326251984 (0.19448135663633762) | > loss_disc_real_3: 0.32503896951675415 (0.2449178177377452) | > loss_disc_real_4: 0.2980339825153351 (0.2252254077921743) | > loss_disc_real_5: 0.3019193708896637 (0.22661719212065573) | > loss_0: 2.713515520095825 (2.4364048190738843) | > loss_gen: 2.1239733695983887 (2.312011832776277) | > loss_kl: 2.346099615097046 (2.7297887542973394) | > loss_feat: 6.240423679351807 (7.08559801267541) | > loss_mel: 17.6939640045166 (17.810308414956797) | > loss_duration: 2.242658853530884 (2.3062906368919047) | > loss_1: 30.647119522094727 (32.24399757385254)  --> STEP: 24 | > loss_disc: 2.263705015182495 (2.429208993911743) | > loss_disc_real_0: 0.14492623507976532 (0.15766540045539537) | > loss_disc_real_1: 0.1894342452287674 (0.16628097898016375) | > loss_disc_real_2: 0.18546687066555023 (0.19410575305422148) | > loss_disc_real_3: 0.25383874773979187 (0.24528952315449715) | > loss_disc_real_4: 0.17787905037403107 (0.22325264289975166) | > loss_disc_real_5: 0.1986059695482254 (0.22545005784680447) | > loss_0: 2.263705015182495 (2.429208993911743) | > loss_gen: 2.55182147026062 (2.3220039010047913) | > loss_kl: 2.209296941757202 (2.7081015954415) | > loss_feat: 8.018685340881348 (7.124476651350657) | > loss_mel: 18.438642501831055 (17.836489001909893) | > loss_duration: 2.411881446838379 (2.3106902539730076) | > loss_1: 33.63032913208008 (32.30176138877869)  --> STEP: 25 | > loss_disc: 2.5592103004455566 (2.4344090461730956) | > loss_disc_real_0: 0.20100520551204681 (0.15939899265766144) | > loss_disc_real_1: 0.18611398339271545 (0.1670742991566658) | > loss_disc_real_2: 0.15773220360279083 (0.19265081107616425) | > loss_disc_real_3: 0.2868327498435974 (0.24695125222206116) | > loss_disc_real_4: 0.22950688004493713 (0.22350281238555908) | > loss_disc_real_5: 0.22474916279315948 (0.22542202204465867) | > loss_0: 2.5592103004455566 (2.4344090461730956) | > loss_gen: 2.196031332015991 (2.3169649982452394) | > loss_kl: 2.728762626647949 (2.708928036689758) | > loss_feat: 6.827807426452637 (7.112609882354736) | > loss_mel: 14.050583839416504 (17.685052795410158) | > loss_duration: 2.372274875640869 (2.3131536388397222) | > loss_1: 28.175460815429688 (32.13670936584472)  --> STEP: 26 | > loss_disc: 2.791550636291504 (2.44814526117765) | > loss_disc_real_0: 0.22888121008872986 (0.16207138563577944) | > loss_disc_real_1: 0.1774676889181137 (0.1674740449167215) | > loss_disc_real_2: 0.13036565482616425 (0.19025522814347193) | > loss_disc_real_3: 0.1453292965888977 (0.24304271546693948) | > loss_disc_real_4: 0.1894858330488205 (0.22219446702645376) | > loss_disc_real_5: 0.1641714870929718 (0.22306623223882455) | > loss_0: 2.791550636291504 (2.44814526117765) | > loss_gen: 1.5888749361038208 (2.2889615343167233) | > loss_kl: 2.203362464904785 (2.689483207005721) | > loss_feat: 7.174246311187744 (7.114980514232929) | > loss_mel: 11.758625984191895 (17.457113302670994) | > loss_duration: 2.275345802307129 (2.3116994912807765) | > loss_1: 25.00045394897461 (31.86223800365741) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024703374275794397 (-8.284128629244261e-05) | > avg_loss_disc: 2.44814526117765 (+0.03132051687974258) | > avg_loss_disc_real_0: 0.16207138563577944 (+0.032619495231371615) | > avg_loss_disc_real_1: 0.1674740449167215 (-0.07717144689880884) | > avg_loss_disc_real_2: 0.19025522814347193 (-0.04759921362766853) | > avg_loss_disc_real_3: 0.24304271546693948 (+0.005653478205204038) | > avg_loss_disc_real_4: 0.22219446702645376 (+0.0004538051210916938) | > avg_loss_disc_real_5: 0.22306623223882455 (-0.016759450905598133) | > avg_loss_0: 2.44814526117765 (+0.03132051687974258) | > avg_loss_gen: 2.2889615343167233 (-0.1186413077207713) | > avg_loss_kl: 2.689483207005721 (-0.05676257151823805) | > avg_loss_feat: 7.114980514232929 (+0.09187828577481838) | > avg_loss_mel: 17.457113302670994 (-0.5615728451655464) | > avg_loss_duration: 2.3116994912807765 (-0.0074043365625229285) | > avg_loss_1: 31.86223800365741 (-0.6525030869704054)  > EPOCH: 500/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:08:58)   --> TIME: 2024-06-11 13:09:08 -- STEP: 24/330 -- GLOBAL_STEP: 253025 | > loss_disc: 2.3380565643310547 (2.328222513198852) | > loss_disc_real_0: 0.13262325525283813 (0.10835705200831096) | > loss_disc_real_1: 0.21953679621219635 (0.19908648232618967) | > loss_disc_real_2: 0.2372642159461975 (0.2083611978838841) | > loss_disc_real_3: 0.25696060061454773 (0.22688174930711588) | > loss_disc_real_4: 0.2423630952835083 (0.22866103239357471) | > loss_disc_real_5: 0.24729697406291962 (0.22021556521455446) | > loss_0: 2.3380565643310547 (2.328222513198852) | > grad_norm_0: tensor(4.2542, device='cuda:0') (tensor(7.7603, device='cuda:0')) | > loss_gen: 2.573049545288086 (2.4786104361216226) | > loss_kl: 1.870204210281372 (1.8693974316120148) | > loss_feat: 7.435517311096191 (6.917374471823375) | > loss_mel: 17.88777732849121 (17.931621789932255) | > loss_duration: 1.9810895919799805 (2.0717510382334385) | > loss_1: 31.747638702392578 (31.268755674362183) | > grad_norm_1: tensor(39.4760, device='cuda:0') (tensor(86.5282, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3437 (0.35175126791000366) | > loader_time: 0.0031 (0.0031200548013051352)  --> TIME: 2024-06-11 13:09:17 -- STEP: 49/330 -- GLOBAL_STEP: 253050 | > loss_disc: 2.391768217086792 (2.338041938081079) | > loss_disc_real_0: 0.098526731133461 (0.10768906407210292) | > loss_disc_real_1: 0.19331401586532593 (0.19916034596306936) | > loss_disc_real_2: 0.1763596534729004 (0.20941982950483048) | > loss_disc_real_3: 0.22529856860637665 (0.22760463156262223) | > loss_disc_real_4: 0.20997633039951324 (0.23075034545392406) | > loss_disc_real_5: 0.21368137001991272 (0.22178010247191604) | > loss_0: 2.391768217086792 (2.338041938081079) | > grad_norm_0: tensor(15.8974, device='cuda:0') (tensor(8.2747, device='cuda:0')) | > loss_gen: 2.3528099060058594 (2.4790474638646955) | > loss_kl: 2.047783613204956 (1.883438769651919) | > loss_feat: 6.418120861053467 (6.985675188959862) | > loss_mel: 17.263938903808594 (17.928294279137436) | > loss_duration: 1.949399471282959 (2.03309939345535) | > loss_1: 30.032052993774414 (31.309555559742208) | > grad_norm_1: tensor(150.5624, device='cuda:0') (tensor(82.3259, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3804 (0.3593549241825026) | > loader_time: 0.0041 (0.0033731655198700576)  --> TIME: 2024-06-11 13:09:27 -- STEP: 74/330 -- GLOBAL_STEP: 253075 | > loss_disc: 2.3165283203125 (2.3394729672251513) | > loss_disc_real_0: 0.09833976626396179 (0.10908193332520691) | > loss_disc_real_1: 0.22489148378372192 (0.19985359000998573) | > loss_disc_real_2: 0.20955568552017212 (0.21060556092777769) | > loss_disc_real_3: 0.199484184384346 (0.22693354918344602) | > loss_disc_real_4: 0.2196643054485321 (0.22993306433026856) | > loss_disc_real_5: 0.20537614822387695 (0.22186307911131833) | > loss_0: 2.3165283203125 (2.3394729672251513) | > grad_norm_0: tensor(6.0065, device='cuda:0') (tensor(7.8081, device='cuda:0')) | > loss_gen: 2.3662405014038086 (2.4810295942667366) | > loss_kl: 2.053614616394043 (1.9060387643607888) | > loss_feat: 7.257187366485596 (7.036556359883901) | > loss_mel: 17.951831817626953 (17.92330785699793) | > loss_duration: 1.938718557357788 (2.0173327503977587) | > loss_1: 31.567594528198242 (31.364265648094385) | > grad_norm_1: tensor(78.6148, device='cuda:0') (tensor(77.6292, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3693 (0.36623477613603744) | > loader_time: 0.0035 (0.0036098634874498522)  --> TIME: 2024-06-11 13:09:37 -- STEP: 99/330 -- GLOBAL_STEP: 253100 | > loss_disc: 2.2508485317230225 (2.340066295681577) | > loss_disc_real_0: 0.0955585390329361 (0.11014222210705882) | > loss_disc_real_1: 0.20282801985740662 (0.19897411282014366) | > loss_disc_real_2: 0.2067335993051529 (0.21030016755214845) | > loss_disc_real_3: 0.21435391902923584 (0.22762524584929147) | > loss_disc_real_4: 0.20736320316791534 (0.23076950871583188) | > loss_disc_real_5: 0.17883636057376862 (0.22064417435063255) | > loss_0: 2.2508485317230225 (2.340066295681577) | > grad_norm_0: tensor(8.6404, device='cuda:0') (tensor(7.9531, device='cuda:0')) | > loss_gen: 2.4730770587921143 (2.481383745116417) | > loss_kl: 1.9816703796386719 (1.917428270734922) | > loss_feat: 7.10516357421875 (7.0258596882675635) | > loss_mel: 17.7198429107666 (17.853932390309332) | > loss_duration: 2.0177509784698486 (2.0150350657376372) | > loss_1: 31.29750633239746 (31.293639385338984) | > grad_norm_1: tensor(194.9954, device='cuda:0') (tensor(87.3938, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3966 (0.374272250165843) | > loader_time: 0.0038 (0.0037031510863641294)  --> TIME: 2024-06-11 13:09:47 -- STEP: 124/330 -- GLOBAL_STEP: 253125 | > loss_disc: 2.3655991554260254 (2.3492062591737315) | > loss_disc_real_0: 0.10980948060750961 (0.11207064589665781) | > loss_disc_real_1: 0.237618550658226 (0.1983915945935634) | > loss_disc_real_2: 0.25718995928764343 (0.21097993033547555) | > loss_disc_real_3: 0.20447969436645508 (0.22877182426952547) | > loss_disc_real_4: 0.2109529823064804 (0.23190058130891092) | > loss_disc_real_5: 0.2220495343208313 (0.22182439688232639) | > loss_0: 2.3655991554260254 (2.3492062591737315) | > grad_norm_0: tensor(9.8593, device='cuda:0') (tensor(8.4291, device='cuda:0')) | > loss_gen: 2.4500033855438232 (2.479529132766108) | > loss_kl: 2.04223895072937 (1.9272297428500267) | > loss_feat: 7.70836067199707 (7.020676082180392) | > loss_mel: 17.87441635131836 (17.850041804775106) | > loss_duration: 2.0351648330688477 (2.0181084246404706) | > loss_1: 32.11018371582031 (31.29558527854181) | > grad_norm_1: tensor(192.5264, device='cuda:0') (tensor(92.9990, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3646 (0.37449397963862263) | > loader_time: 0.0041 (0.003763816049022059)  --> TIME: 2024-06-11 13:09:56 -- STEP: 149/330 -- GLOBAL_STEP: 253150 | > loss_disc: 2.3638508319854736 (2.3540208083671206) | > loss_disc_real_0: 0.09236662834882736 (0.1133704272992659) | > loss_disc_real_1: 0.19067350029945374 (0.1981818132952556) | > loss_disc_real_2: 0.19724887609481812 (0.21089475586910372) | > loss_disc_real_3: 0.22966673970222473 (0.2284267498742814) | > loss_disc_real_4: 0.2563692331314087 (0.23189724931780925) | > loss_disc_real_5: 0.23631401360034943 (0.22247902058915003) | > loss_0: 2.3638508319854736 (2.3540208083671206) | > grad_norm_0: tensor(32.8365, device='cuda:0') (tensor(10.1173, device='cuda:0')) | > loss_gen: 2.412494659423828 (2.477289166226484) | > loss_kl: 1.9818143844604492 (1.9416783664050519) | > loss_feat: 6.355362415313721 (7.0046286678954255) | > loss_mel: 18.262264251708984 (17.85195435133556) | > loss_duration: 2.0582847595214844 (2.0216814399565637) | > loss_1: 31.070220947265625 (31.29723203262227) | > grad_norm_1: tensor(185.1943, device='cuda:0') (tensor(115.5610, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3841 (0.37487215483748665) | > loader_time: 0.0048 (0.0038410593199249884)  --> TIME: 2024-06-11 13:10:06 -- STEP: 174/330 -- GLOBAL_STEP: 253175 | > loss_disc: 2.3353829383850098 (2.3623405530534938) | > loss_disc_real_0: 0.12058740854263306 (0.11520251096493897) | > loss_disc_real_1: 0.2067185640335083 (0.19864033976162992) | > loss_disc_real_2: 0.17675718665122986 (0.21254852653919964) | > loss_disc_real_3: 0.23944157361984253 (0.229490148096249) | > loss_disc_real_4: 0.20956654846668243 (0.23234422342188057) | > loss_disc_real_5: 0.22174835205078125 (0.223083372345601) | > loss_0: 2.3353829383850098 (2.3623405530534938) | > grad_norm_0: tensor(32.2174, device='cuda:0') (tensor(12.4349, device='cuda:0')) | > loss_gen: 2.50331974029541 (2.4773171235775138) | > loss_kl: 1.8386679887771606 (1.9456202195978713) | > loss_feat: 7.574528217315674 (7.001722640004651) | > loss_mel: 17.84575843811035 (17.840874617127163) | > loss_duration: 2.132802724838257 (2.026577631632488) | > loss_1: 31.895078659057617 (31.292112284693225) | > grad_norm_1: tensor(421.8566, device='cuda:0') (tensor(134.3234, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3852 (0.3763867698866746) | > loader_time: 0.0043 (0.003929956205959978)  --> TIME: 2024-06-11 13:10:16 -- STEP: 199/330 -- GLOBAL_STEP: 253200 | > loss_disc: 2.4721412658691406 (2.3627994671538834) | > loss_disc_real_0: 0.1828155219554901 (0.11667319454589681) | > loss_disc_real_1: 0.2475029081106186 (0.19900748425692175) | > loss_disc_real_2: 0.2667709290981293 (0.21330911939467617) | > loss_disc_real_3: 0.24337321519851685 (0.2293972470352997) | > loss_disc_real_4: 0.23808735609054565 (0.23116288832084617) | > loss_disc_real_5: 0.2517330050468445 (0.22217225616601244) | > loss_0: 2.4721412658691406 (2.3627994671538834) | > grad_norm_0: tensor(8.6456, device='cuda:0') (tensor(15.7216, device='cuda:0')) | > loss_gen: 2.5360360145568848 (2.483911987525138) | > loss_kl: 1.9643616676330566 (1.9460747241973877) | > loss_feat: 6.220511436462402 (7.011366535071752) | > loss_mel: 17.27273941040039 (17.816433719654178) | > loss_duration: 2.154094696044922 (2.0344296400271484) | > loss_1: 30.147743225097656 (31.292216650804683) | > grad_norm_1: tensor(287.3618, device='cuda:0') (tensor(161.7305, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.3931 (0.37863697598327944) | > loader_time: 0.0049 (0.004040395794202333)  --> TIME: 2024-06-11 13:10:27 -- STEP: 224/330 -- GLOBAL_STEP: 253225 | > loss_disc: 2.388094663619995 (2.363638226475033) | > loss_disc_real_0: 0.12991774082183838 (0.11768520962713021) | > loss_disc_real_1: 0.18437980115413666 (0.19907402646328726) | > loss_disc_real_2: 0.20352843403816223 (0.213115958164313) | > loss_disc_real_3: 0.23239371180534363 (0.2288632885819035) | > loss_disc_real_4: 0.2150762379169464 (0.2311040060594678) | > loss_disc_real_5: 0.2398141771554947 (0.22215826051043613) | > loss_0: 2.388094663619995 (2.363638226475033) | > grad_norm_0: tensor(6.5013, device='cuda:0') (tensor(18.6726, device='cuda:0')) | > loss_gen: 2.683157444000244 (2.4884956947394814) | > loss_kl: 1.9479596614837646 (1.9516434137310301) | > loss_feat: 7.348521709442139 (7.038378328084946) | > loss_mel: 18.002424240112305 (17.792851013796675) | > loss_duration: 2.153365135192871 (2.04142067794289) | > loss_1: 32.13542556762695 (31.31278920173645) | > grad_norm_1: tensor(502.1625, device='cuda:0') (tensor(185.9133, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.406 (0.38194756848471506) | > loader_time: 0.0053 (0.00415701844862529)  --> TIME: 2024-06-11 13:10:38 -- STEP: 249/330 -- GLOBAL_STEP: 253250 | > loss_disc: 2.3807191848754883 (2.364754245941896) | > loss_disc_real_0: 0.13972505927085876 (0.11859711715914159) | > loss_disc_real_1: 0.20484629273414612 (0.1994754843204376) | > loss_disc_real_2: 0.1916089951992035 (0.21348839663118724) | > loss_disc_real_3: 0.2507328987121582 (0.2292171938711381) | > loss_disc_real_4: 0.2499372363090515 (0.2311796294039033) | > loss_disc_real_5: 0.2588229477405548 (0.22230661011125188) | > loss_0: 2.3807191848754883 (2.364754245941896) | > grad_norm_0: tensor(43.7410, device='cuda:0') (tensor(21.4203, device='cuda:0')) | > loss_gen: 2.50136399269104 (2.490863655465677) | > loss_kl: 2.06968355178833 (1.9521095130338249) | > loss_feat: 6.624843120574951 (7.037477939483153) | > loss_mel: 17.723270416259766 (17.765880814517836) | > loss_duration: 2.1111812591552734 (2.049667944391091) | > loss_1: 31.03034210205078 (31.29599992529934) | > grad_norm_1: tensor(293.3657, device='cuda:0') (tensor(203.2871, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.4162 (0.38633853364661036) | > loader_time: 0.0054 (0.004293186118803827)  --> TIME: 2024-06-11 13:10:49 -- STEP: 274/330 -- GLOBAL_STEP: 253275 | > loss_disc: 2.400390148162842 (2.362614093035676) | > loss_disc_real_0: 0.11132114380598068 (0.11889656096098632) | > loss_disc_real_1: 0.23682135343551636 (0.19971125105219167) | > loss_disc_real_2: 0.2398529350757599 (0.2134191473252582) | > loss_disc_real_3: 0.24868543446063995 (0.22880653808586787) | > loss_disc_real_4: 0.23791584372520447 (0.23032579538378403) | > loss_disc_real_5: 0.2526502311229706 (0.2216052193276203) | > loss_0: 2.400390148162842 (2.362614093035676) | > grad_norm_0: tensor(18.4842, device='cuda:0') (tensor(21.3627, device='cuda:0')) | > loss_gen: 2.4939026832580566 (2.4874066871448184) | > loss_kl: 1.9078110456466675 (1.9537344875126859) | > loss_feat: 7.473354339599609 (7.0434163225828295) | > loss_mel: 16.432300567626953 (17.730670100581037) | > loss_duration: 2.1490588188171387 (2.057840797152834) | > loss_1: 30.4564266204834 (31.273068435000678) | > grad_norm_1: tensor(460.9301, device='cuda:0') (tensor(209.6373, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.4332 (0.390670530987482) | > loader_time: 0.0056 (0.004446047065901929)  --> TIME: 2024-06-11 13:11:00 -- STEP: 299/330 -- GLOBAL_STEP: 253300 | > loss_disc: 2.401179790496826 (2.3658752473301705) | > loss_disc_real_0: 0.13638781011104584 (0.11963617209855928) | > loss_disc_real_1: 0.22248074412345886 (0.19978133372239842) | > loss_disc_real_2: 0.2423342615365982 (0.2137797742484007) | > loss_disc_real_3: 0.2160450965166092 (0.22906025661074597) | > loss_disc_real_4: 0.2606654167175293 (0.23087785171226513) | > loss_disc_real_5: 0.2322099506855011 (0.22190538517208802) | > loss_0: 2.401179790496826 (2.3658752473301705) | > grad_norm_0: tensor(73.8940, device='cuda:0') (tensor(22.5297, device='cuda:0')) | > loss_gen: 2.4058451652526855 (2.483343825292431) | > loss_kl: 1.9574249982833862 (1.957424509884123) | > loss_feat: 6.750275611877441 (7.049814988139481) | > loss_mel: 16.899215698242188 (17.67916557222705) | > loss_duration: 2.2332262992858887 (2.068208609935034) | > loss_1: 30.245988845825195 (31.237957562092554) | > grad_norm_1: tensor(480.9195, device='cuda:0') (tensor(222.5109, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.4685 (0.3962427461426393) | > loader_time: 0.0066 (0.004603569324199967)  --> TIME: 2024-06-11 13:11:14 -- STEP: 324/330 -- GLOBAL_STEP: 253325 | > loss_disc: 2.513986349105835 (2.3707563347286635) | > loss_disc_real_0: 0.13682693243026733 (0.1213853466037063) | > loss_disc_real_1: 0.2987006902694702 (0.20013899383721528) | > loss_disc_real_2: 0.2100699245929718 (0.21357541719888462) | > loss_disc_real_3: 0.2576484680175781 (0.22936082364600383) | > loss_disc_real_4: 0.22752822935581207 (0.23054933529577137) | > loss_disc_real_5: 0.2241431474685669 (0.22206130467447233) | > loss_0: 2.513986349105835 (2.3707563347286635) | > grad_norm_0: tensor(27.9202, device='cuda:0') (tensor(25.0053, device='cuda:0')) | > loss_gen: 2.4801158905029297 (2.482884429119254) | > loss_kl: 2.0613348484039307 (1.95963853597641) | > loss_feat: 9.672542572021484 (7.110410725628888) | > loss_mel: 17.464174270629883 (17.65146699658147) | > loss_duration: 2.269752025604248 (2.0821982371954273) | > loss_1: 33.94791793823242 (31.286598982634366) | > grad_norm_1: tensor(208.2542, device='cuda:0') (tensor(236.5788, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.599 (0.4073406185632871) | > loader_time: 0.0091 (0.004861817683702629)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4266622066497803 (2.4266622066497803) | > loss_disc_real_0: 0.13939496874809265 (0.13939496874809265) | > loss_disc_real_1: 0.13871002197265625 (0.13871002197265625) | > loss_disc_real_2: 0.256361186504364 (0.256361186504364) | > loss_disc_real_3: 0.23945149779319763 (0.23945149779319763) | > loss_disc_real_4: 0.22333811223506927 (0.22333811223506927) | > loss_disc_real_5: 0.17331060767173767 (0.17331060767173767) | > loss_0: 2.4266622066497803 (2.4266622066497803) | > loss_gen: 2.2298941612243652 (2.2298941612243652) | > loss_kl: 2.7640221118927 (2.7640221118927) | > loss_feat: 5.806872844696045 (5.806872844696045) | > loss_mel: 16.489885330200195 (16.489885330200195) | > loss_duration: 2.8724660873413086 (2.8724660873413086) | > loss_1: 30.16313934326172 (30.16313934326172)  --> STEP: 1 | > loss_disc: 2.518239736557007 (2.518239736557007) | > loss_disc_real_0: 0.141395702958107 (0.141395702958107) | > loss_disc_real_1: 0.10480254888534546 (0.10480254888534546) | > loss_disc_real_2: 0.2164134830236435 (0.2164134830236435) | > loss_disc_real_3: 0.24103151261806488 (0.24103151261806488) | > loss_disc_real_4: 0.2527475357055664 (0.2527475357055664) | > loss_disc_real_5: 0.3300419747829437 (0.3300419747829437) | > loss_0: 2.518239736557007 (2.518239736557007) | > loss_gen: 2.2486231327056885 (2.2486231327056885) | > loss_kl: 2.366272449493408 (2.366272449493408) | > loss_feat: 4.968583583831787 (4.968583583831787) | > loss_mel: 18.21240997314453 (18.21240997314453) | > loss_duration: 2.427187919616699 (2.427187919616699) | > loss_1: 30.22307586669922 (30.22307586669922)  --> STEP: 2 | > loss_disc: 2.3013923168182373 (2.409816026687622) | > loss_disc_real_0: 0.12782929837703705 (0.13461250066757202) | > loss_disc_real_1: 0.10825028270483017 (0.10652641579508781) | > loss_disc_real_2: 0.22849541902542114 (0.22245445102453232) | > loss_disc_real_3: 0.2638736367225647 (0.2524525746703148) | > loss_disc_real_4: 0.24580106139183044 (0.24927429854869843) | > loss_disc_real_5: 0.25704890489578247 (0.2935454398393631) | > loss_0: 2.3013923168182373 (2.409816026687622) | > loss_gen: 2.4681315422058105 (2.3583773374557495) | > loss_kl: 3.2591798305511475 (2.812726140022278) | > loss_feat: 5.5067667961120605 (5.237675189971924) | > loss_mel: 17.778331756591797 (17.995370864868164) | > loss_duration: 2.4304068088531494 (2.4287973642349243) | > loss_1: 31.44281578063965 (30.832945823669434)  --> STEP: 3 | > loss_disc: 2.476682662963867 (2.4321049054463706) | > loss_disc_real_0: 0.1378135085105896 (0.13567950328191122) | > loss_disc_real_1: 0.16144625842571259 (0.12483303000529607) | > loss_disc_real_2: 0.3217235803604126 (0.25554416080315906) | > loss_disc_real_3: 0.2805161476135254 (0.2618070989847183) | > loss_disc_real_4: 0.2134476751089096 (0.23733209073543549) | > loss_disc_real_5: 0.26969850063323975 (0.28559646010398865) | > loss_0: 2.476682662963867 (2.4321049054463706) | > loss_gen: 2.444091320037842 (2.3869486649831138) | > loss_kl: 2.6131551265716553 (2.7462024688720703) | > loss_feat: 6.938806056976318 (5.804718812306722) | > loss_mel: 18.772022247314453 (18.254254659016926) | > loss_duration: 2.3348388671875 (2.397477865219116) | > loss_1: 33.10291290283203 (31.589601516723633)  --> STEP: 4 | > loss_disc: 2.4268534183502197 (2.4307920336723328) | > loss_disc_real_0: 0.18393957614898682 (0.14774452149868011) | > loss_disc_real_1: 0.15472620725631714 (0.13230632431805134) | > loss_disc_real_2: 0.2554049491882324 (0.2555093578994274) | > loss_disc_real_3: 0.2581488788127899 (0.2608925439417362) | > loss_disc_real_4: 0.21631819009780884 (0.23207861557602882) | > loss_disc_real_5: 0.21938888728618622 (0.26904456689953804) | > loss_0: 2.4268534183502197 (2.4307920336723328) | > loss_gen: 2.422883987426758 (2.3959324955940247) | > loss_kl: 3.2465617656707764 (2.871292293071747) | > loss_feat: 5.9075493812561035 (5.830426454544067) | > loss_mel: 14.360084533691406 (17.280712127685547) | > loss_duration: 2.3571431636810303 (2.3873941898345947) | > loss_1: 28.294221878051758 (30.765756607055664)  --> STEP: 5 | > loss_disc: 2.481283664703369 (2.44089035987854) | > loss_disc_real_0: 0.2529437839984894 (0.16878437399864196) | > loss_disc_real_1: 0.1787726879119873 (0.14159959703683853) | > loss_disc_real_2: 0.2623250484466553 (0.25687249600887296) | > loss_disc_real_3: 0.22077515721321106 (0.2528690665960312) | > loss_disc_real_4: 0.21545805037021637 (0.22875450253486634) | > loss_disc_real_5: 0.13983383774757385 (0.2432024210691452) | > loss_0: 2.481283664703369 (2.44089035987854) | > loss_gen: 2.2620246410369873 (2.369150924682617) | > loss_kl: 1.7314178943634033 (2.6433174133300783) | > loss_feat: 5.775145530700684 (5.819370269775391) | > loss_mel: 18.788169860839844 (17.582203674316407) | > loss_duration: 2.4006118774414062 (2.390037727355957) | > loss_1: 30.957368850708008 (30.804079055786133)  --> STEP: 6 | > loss_disc: 2.3580572605133057 (2.4270848433176675) | > loss_disc_real_0: 0.08588498830795288 (0.15496780971686044) | > loss_disc_real_1: 0.14073123037815094 (0.1414548692603906) | > loss_disc_real_2: 0.2563892602920532 (0.25679195672273636) | > loss_disc_real_3: 0.25842559337615967 (0.25379515439271927) | > loss_disc_real_4: 0.19889897108078003 (0.22377858062585196) | > loss_disc_real_5: 0.20113302767276764 (0.23619085550308228) | > loss_0: 2.3580572605133057 (2.4270848433176675) | > loss_gen: 2.170020341873169 (2.335962494214376) | > loss_kl: 2.7321736812591553 (2.658126791318258) | > loss_feat: 5.299640655517578 (5.732748667399089) | > loss_mel: 18.257558822631836 (17.694762865702312) | > loss_duration: 2.1793415546417236 (2.3549216985702515) | > loss_1: 30.638736724853516 (30.776522000630695)  --> STEP: 7 | > loss_disc: 2.400836944580078 (2.423335143498012) | > loss_disc_real_0: 0.17655977606773376 (0.1580523763384138) | > loss_disc_real_1: 0.16392627358436584 (0.14466506987810135) | > loss_disc_real_2: 0.20289263129234314 (0.24909205308982305) | > loss_disc_real_3: 0.29280996322631836 (0.25936869851180483) | > loss_disc_real_4: 0.293003112077713 (0.23366779940468924) | > loss_disc_real_5: 0.26733168959617615 (0.24063954608780996) | > loss_0: 2.400836944580078 (2.423335143498012) | > loss_gen: 2.624392032623291 (2.377166713987078) | > loss_kl: 3.6481616497039795 (2.799560342516218) | > loss_feat: 7.074209690093994 (5.924385956355503) | > loss_mel: 19.037635803222656 (17.886601856776647) | > loss_duration: 2.50290584564209 (2.3760622910090854) | > loss_1: 34.887306213378906 (31.363776888166154)  --> STEP: 8 | > loss_disc: 2.2784104347229004 (2.405219554901123) | > loss_disc_real_0: 0.1958504021167755 (0.162777129560709) | > loss_disc_real_1: 0.10292885452508926 (0.13944804295897484) | > loss_disc_real_2: 0.22442083060741425 (0.24600815027952194) | > loss_disc_real_3: 0.2183608114719391 (0.25424271263182163) | > loss_disc_real_4: 0.31821176409721375 (0.2442357949912548) | > loss_disc_real_5: 0.21054401993751526 (0.23687760531902313) | > loss_0: 2.2784104347229004 (2.405219554901123) | > loss_gen: 2.834559917449951 (2.434340864419937) | > loss_kl: 2.0940706729888916 (2.711374133825302) | > loss_feat: 10.821868896484375 (6.5365713238716125) | > loss_mel: 19.41200065612793 (18.077276706695557) | > loss_duration: 2.207820177078247 (2.3550320267677307) | > loss_1: 37.370323181152344 (32.11459517478943)  --> STEP: 9 | > loss_disc: 2.6627471446990967 (2.4338337315453424) | > loss_disc_real_0: 0.19929015636444092 (0.16683413253890145) | > loss_disc_real_1: 0.2047269195318222 (0.146701251467069) | > loss_disc_real_2: 0.25586625933647156 (0.2471034957302941) | > loss_disc_real_3: 0.2527522146701813 (0.25407710174719494) | > loss_disc_real_4: 0.26135703921318054 (0.24613815546035767) | > loss_disc_real_5: 0.2603450417518616 (0.23948509825600517) | > loss_0: 2.6627471446990967 (2.4338337315453424) | > loss_gen: 2.3701746463775635 (2.427211284637451) | > loss_kl: 2.237412452697754 (2.65871172481113) | > loss_feat: 9.867616653442383 (6.906687471601698) | > loss_mel: 19.779552459716797 (18.26641845703125) | > loss_duration: 2.199096918106079 (2.3377059035831027) | > loss_1: 36.453853607177734 (32.59673500061035)  --> STEP: 10 | > loss_disc: 2.585144519805908 (2.448964810371399) | > loss_disc_real_0: 0.18100182712078094 (0.1682509019970894) | > loss_disc_real_1: 0.16554175317287445 (0.14858530163764955) | > loss_disc_real_2: 0.2130264788866043 (0.24369579404592515) | > loss_disc_real_3: 0.21654485166072845 (0.2503238767385483) | > loss_disc_real_4: 0.20030714571475983 (0.2415550544857979) | > loss_disc_real_5: 0.20926856994628906 (0.23646344542503356) | > loss_0: 2.585144519805908 (2.448964810371399) | > loss_gen: 2.0786468982696533 (2.3923548460006714) | > loss_kl: 2.4670681953430176 (2.6395473718643188) | > loss_feat: 5.357901573181152 (6.7518088817596436) | > loss_mel: 15.030254364013672 (17.942802047729494) | > loss_duration: 2.3643946647644043 (2.340374779701233) | > loss_1: 27.298267364501953 (32.06688823699951)  --> STEP: 11 | > loss_disc: 2.6552956104278564 (2.4677221558310767) | > loss_disc_real_0: 0.15119022130966187 (0.16669993102550507) | > loss_disc_real_1: 0.1405983418226242 (0.14785921438173813) | > loss_disc_real_2: 0.30848968029022217 (0.24958614734086124) | > loss_disc_real_3: 0.29274308681488037 (0.2541801685636694) | > loss_disc_real_4: 0.27084070444107056 (0.24421738629991357) | > loss_disc_real_5: 0.27617397904396057 (0.24007349393584512) | > loss_0: 2.6552956104278564 (2.4677221558310767) | > loss_gen: 2.3146772384643555 (2.3852932453155518) | > loss_kl: 3.2395448684692383 (2.6940925988284024) | > loss_feat: 4.7057623863220215 (6.565804654901678) | > loss_mel: 16.26939582824707 (17.790674209594727) | > loss_duration: 2.461000919342041 (2.351340792395852) | > loss_1: 28.990381240844727 (31.78720578280362)  --> STEP: 12 | > loss_disc: 2.388885974884033 (2.4611524740854898) | > loss_disc_real_0: 0.18592998385429382 (0.16830243542790413) | > loss_disc_real_1: 0.21658554673194885 (0.1535864087442557) | > loss_disc_real_2: 0.18302953243255615 (0.24403976276516914) | > loss_disc_real_3: 0.23858267068862915 (0.2528803770740827) | > loss_disc_real_4: 0.20657485723495483 (0.2410805088778337) | > loss_disc_real_5: 0.19679707288742065 (0.23646712551514307) | > loss_0: 2.388885974884033 (2.4611524740854898) | > loss_gen: 2.47495174407959 (2.3927647868792215) | > loss_kl: 2.376814126968384 (2.667652726173401) | > loss_feat: 6.418946743011475 (6.553566495577495) | > loss_mel: 18.6835994720459 (17.865084648132324) | > loss_duration: 2.2304155826568604 (2.3412636915842695) | > loss_1: 32.18472671508789 (31.820332527160645)  --> STEP: 13 | > loss_disc: 2.4555935859680176 (2.460724867307223) | > loss_disc_real_0: 0.12820018827915192 (0.16521764718569243) | > loss_disc_real_1: 0.14043352007865906 (0.15257464807767135) | > loss_disc_real_2: 0.28987380862236023 (0.24756545860033768) | > loss_disc_real_3: 0.3555440902709961 (0.2607775857815376) | > loss_disc_real_4: 0.21690109372138977 (0.23922055386579955) | > loss_disc_real_5: 0.2239648550748825 (0.2355054124043538) | > loss_0: 2.4555935859680176 (2.460724867307223) | > loss_gen: 2.4765522480010986 (2.399209976196289) | > loss_kl: 2.680253267288208 (2.668621998566848) | > loss_feat: 7.694540977478027 (6.641333763415997) | > loss_mel: 15.9737548828125 (17.719597743107723) | > loss_duration: 2.2039618492126465 (2.330702011401837) | > loss_1: 31.029064178466797 (31.759465731107273)  --> STEP: 14 | > loss_disc: 2.593888521194458 (2.4702365568705966) | > loss_disc_real_0: 0.23818573355674744 (0.1704296533550535) | > loss_disc_real_1: 0.125539630651474 (0.15064357540437154) | > loss_disc_real_2: 0.16886089742183685 (0.24194370423044478) | > loss_disc_real_3: 0.2796793282032013 (0.26212771024022785) | > loss_disc_real_4: 0.30420219898223877 (0.2438620999455452) | > loss_disc_real_5: 0.25513720512390137 (0.2369076833128929) | > loss_0: 2.593888521194458 (2.4702365568705966) | > loss_gen: 2.2630600929260254 (2.3894849845341275) | > loss_kl: 2.7786378860473633 (2.6764802762440274) | > loss_feat: 6.210233688354492 (6.610540900911603) | > loss_mel: 19.429399490356445 (17.841726439339773) | > loss_duration: 2.3807337284088135 (2.3342757054737637) | > loss_1: 33.06206512451172 (31.852508544921875)  --> STEP: 15 | > loss_disc: 2.265395402908325 (2.456580479939779) | > loss_disc_real_0: 0.21330076456069946 (0.1732877274354299) | > loss_disc_real_1: 0.09400660544633865 (0.14686777740716933) | > loss_disc_real_2: 0.20746318995952606 (0.2396450032790502) | > loss_disc_real_3: 0.22668102383613586 (0.25976459781328837) | > loss_disc_real_4: 0.23125356435775757 (0.24302153090635936) | > loss_disc_real_5: 0.20944535732269287 (0.2350768615802129) | > loss_0: 2.265395402908325 (2.456580479939779) | > loss_gen: 2.3732974529266357 (2.3884058157602945) | > loss_kl: 3.512183427810669 (2.7321938196818034) | > loss_feat: 8.497766494750977 (6.7363559405008955) | > loss_mel: 17.418672561645508 (17.81352284749349) | > loss_duration: 2.3300862312316895 (2.3339964071909587) | > loss_1: 34.13200759887695 (32.00447514851888)  --> STEP: 16 | > loss_disc: 2.334104537963867 (2.448925733566284) | > loss_disc_real_0: 0.1890798658132553 (0.17427473608404398) | > loss_disc_real_1: 0.12118956446647644 (0.14526288909837604) | > loss_disc_real_2: 0.23793113231658936 (0.2395378863438964) | > loss_disc_real_3: 0.24824364483356476 (0.25904453825205564) | > loss_disc_real_4: 0.2550899088382721 (0.2437758045271039) | > loss_disc_real_5: 0.22971118986606598 (0.23474150709807873) | > loss_0: 2.334104537963867 (2.448925733566284) | > loss_gen: 2.5362467765808105 (2.397645875811577) | > loss_kl: 2.7570338249206543 (2.7337463200092316) | > loss_feat: 7.303139686584473 (6.771779924631119) | > loss_mel: 17.103605270385742 (17.769152998924255) | > loss_duration: 2.366220474243164 (2.3360104113817215) | > loss_1: 32.066246032714844 (32.00833582878113)  --> STEP: 17 | > loss_disc: 2.1110782623291016 (2.4290523529052734) | > loss_disc_real_0: 0.15144339203834534 (0.1729317158460617) | > loss_disc_real_1: 0.14135222136974335 (0.14503284982022116) | > loss_disc_real_2: 0.22358338534832 (0.23859938628533306) | > loss_disc_real_3: 0.23210777342319489 (0.25746002267388735) | > loss_disc_real_4: 0.19203254580497742 (0.24073208342580235) | > loss_disc_real_5: 0.16664806008338928 (0.2307360102148617) | > loss_0: 2.1110782623291016 (2.4290523529052734) | > loss_gen: 2.671082019805908 (2.413730354870067) | > loss_kl: 2.3979740142822266 (2.713995007907643) | > loss_feat: 9.645590782165527 (6.940827622133143) | > loss_mel: 18.19986343383789 (17.79448890686035) | > loss_duration: 2.4284157752990723 (2.3414460210239185) | > loss_1: 35.342926025390625 (32.20448819328757)  --> STEP: 18 | > loss_disc: 2.4825096130371094 (2.4320222006903753) | > loss_disc_real_0: 0.3855082094669342 (0.1847415210472213) | > loss_disc_real_1: 0.10125768184661865 (0.1426008960439099) | > loss_disc_real_2: 0.2154446542263031 (0.23731301228205362) | > loss_disc_real_3: 0.20863297581672668 (0.2547474089596007) | > loss_disc_real_4: 0.22850333154201508 (0.2400527083211475) | > loss_disc_real_5: 0.25915664434432983 (0.2323149343331655) | > loss_0: 2.4825096130371094 (2.4320222006903753) | > loss_gen: 2.6795859336853027 (2.428500109248691) | > loss_kl: 2.8571791648864746 (2.721949683295356) | > loss_feat: 8.246221542358398 (7.013349506590101) | > loss_mel: 18.344499588012695 (17.82504505581326) | > loss_duration: 2.230034589767456 (2.335256497065226) | > loss_1: 34.357521057128906 (32.32410113016764)  --> STEP: 19 | > loss_disc: 2.40574049949646 (2.4306389532591166) | > loss_disc_real_0: 0.23576487600803375 (0.18742696078200088) | > loss_disc_real_1: 0.09448229521512985 (0.14006833810555308) | > loss_disc_real_2: 0.2664290964603424 (0.23884543776512146) | > loss_disc_real_3: 0.23227117955684662 (0.25356444951735047) | > loss_disc_real_4: 0.2295837700366974 (0.23950171156933434) | > loss_disc_real_5: 0.23208968341350555 (0.23230307902160444) | > loss_0: 2.40574049949646 (2.4306389532591166) | > loss_gen: 2.500901937484741 (2.4323107317874304) | > loss_kl: 1.961337924003601 (2.681917485437895) | > loss_feat: 7.801070213317871 (7.054808491154721) | > loss_mel: 17.56035804748535 (17.811114160638105) | > loss_duration: 2.3497402667999268 (2.3360188007354736) | > loss_1: 32.17340850830078 (32.31616993954307)  --> STEP: 20 | > loss_disc: 2.399415969848633 (2.4290778040885925) | > loss_disc_real_0: 0.1158563420176506 (0.18384842984378338) | > loss_disc_real_1: 0.14325052499771118 (0.14022744745016097) | > loss_disc_real_2: 0.20556499063968658 (0.2371814154088497) | > loss_disc_real_3: 0.1906294822692871 (0.25041770115494727) | > loss_disc_real_4: 0.1799744963645935 (0.23652535080909728) | > loss_disc_real_5: 0.2103901505470276 (0.2312074325978756) | > loss_0: 2.399415969848633 (2.4290778040885925) | > loss_gen: 2.099004030227661 (2.415645396709442) | > loss_kl: 2.171544075012207 (2.656398814916611) | > loss_feat: 6.071365833282471 (7.005636358261109) | > loss_mel: 17.830656051635742 (17.812091255187987) | > loss_duration: 2.2781834602355957 (2.33312703371048) | > loss_1: 30.450754165649414 (32.22289915084839)  --> STEP: 21 | > loss_disc: 2.2485404014587402 (2.4204807849157426) | > loss_disc_real_0: 0.10707554221153259 (0.18019257805177144) | > loss_disc_real_1: 0.1346811056137085 (0.13996333593413943) | > loss_disc_real_2: 0.21841098368167877 (0.2362875853266035) | > loss_disc_real_3: 0.24744437634944916 (0.25027611425944735) | > loss_disc_real_4: 0.2579652667045593 (0.23754629918507167) | > loss_disc_real_5: 0.18216107785701752 (0.22887189189592996) | > loss_0: 2.2485404014587402 (2.4204807849157426) | > loss_gen: 2.371547222137451 (2.413545483634585) | > loss_kl: 2.1909244060516357 (2.6342333668754216) | > loss_feat: 4.707437038421631 (6.89619829541161) | > loss_mel: 13.389265060424805 (17.60148048400879) | > loss_duration: 2.210574150085449 (2.327291182109288) | > loss_1: 24.869747161865234 (31.872749056134904)  --> STEP: 22 | > loss_disc: 2.1098127365112305 (2.4063595099882646) | > loss_disc_real_0: 0.12423354387283325 (0.17764898558909242) | > loss_disc_real_1: 0.11962282657623291 (0.13903876732696185) | > loss_disc_real_2: 0.24205563962459564 (0.23654976961287585) | > loss_disc_real_3: 0.2011764645576477 (0.24804431200027463) | > loss_disc_real_4: 0.19079643487930298 (0.23542130535299127) | > loss_disc_real_5: 0.1535467654466629 (0.22544802251187238) | > loss_0: 2.1098127365112305 (2.4063595099882646) | > loss_gen: 2.5677437782287598 (2.420554497025229) | > loss_kl: 2.352935791015625 (2.6214471134272492) | > loss_feat: 8.427671432495117 (6.965810710733587) | > loss_mel: 18.655681610107422 (17.649398717013273) | > loss_duration: 2.1457245349884033 (2.319038152694702) | > loss_1: 34.149757385253906 (31.976249434731223)  --> STEP: 23 | > loss_disc: 2.2823688983917236 (2.400968613831893) | > loss_disc_real_0: 0.23112191259860992 (0.17997389545907144) | > loss_disc_real_1: 0.12367013096809387 (0.1383705657461415) | > loss_disc_real_2: 0.2146332710981369 (0.23559687837310458) | > loss_disc_real_3: 0.23100151121616364 (0.247303320661835) | > loss_disc_real_4: 0.2994410991668701 (0.2382047746492469) | > loss_disc_real_5: 0.20534950494766235 (0.22457417392212412) | > loss_0: 2.2823688983917236 (2.400968613831893) | > loss_gen: 2.5302798748016357 (2.425325165624203) | > loss_kl: 2.1397056579589844 (2.600501832754716) | > loss_feat: 6.944110870361328 (6.964867239413054) | > loss_mel: 18.054824829101562 (17.66702593927798) | > loss_duration: 2.2641642093658447 (2.3166523290717085) | > loss_1: 31.93308448791504 (31.97437269791313)  --> STEP: 24 | > loss_disc: 2.594677209854126 (2.4090398053328195) | > loss_disc_real_0: 0.23744133114814758 (0.1823683719461163) | > loss_disc_real_1: 0.15180997550487518 (0.1389305411527554) | > loss_disc_real_2: 0.26577168703079224 (0.2368541620671749) | > loss_disc_real_3: 0.2653975784778595 (0.24805724807083604) | > loss_disc_real_4: 0.20894765853881836 (0.2369857281446457) | > loss_disc_real_5: 0.20102763175964355 (0.22359306799868742) | > loss_0: 2.594677209854126 (2.4090398053328195) | > loss_gen: 2.167752265930176 (2.4145929614702855) | > loss_kl: 2.654977321624756 (2.6027716447909675) | > loss_feat: 5.4357380867004395 (6.901153524716695) | > loss_mel: 18.42460823059082 (17.698591868082683) | > loss_duration: 2.41636323928833 (2.3208069503307343) | > loss_1: 31.099437713623047 (31.937917073567707)  --> STEP: 25 | > loss_disc: 2.623575448989868 (2.4176212310791017) | > loss_disc_real_0: 0.2925696074962616 (0.18677642136812211) | > loss_disc_real_1: 0.29182544350624084 (0.14504633724689484) | > loss_disc_real_2: 0.28831392526626587 (0.23891255259513855) | > loss_disc_real_3: 0.2703091502189636 (0.24894732415676113) | > loss_disc_real_4: 0.2852986752986908 (0.2389182460308075) | > loss_disc_real_5: 0.19210079312324524 (0.22233337700366973) | > loss_0: 2.623575448989868 (2.4176212310791017) | > loss_gen: 2.750552177429199 (2.428031330108642) | > loss_kl: 2.3735556602478027 (2.593603005409241) | > loss_feat: 7.524723529815674 (6.926096324920654) | > loss_mel: 16.847017288208008 (17.664528884887694) | > loss_duration: 2.3735265731811523 (2.322915735244751) | > loss_1: 31.86937713623047 (31.935175476074217)  --> STEP: 26 | > loss_disc: 2.5380022525787354 (2.422251270367549) | > loss_disc_real_0: 0.3723995089530945 (0.19391577089062104) | > loss_disc_real_1: 0.1495807021856308 (0.1452207358983847) | > loss_disc_real_2: 0.32100337743759155 (0.24206989201215598) | > loss_disc_real_3: 0.07529077678918839 (0.24226822618108526) | > loss_disc_real_4: 0.13586626946926117 (0.234954708470748) | > loss_disc_real_5: 0.07420924305915833 (0.21663629492888084) | > loss_0: 2.5380022525787354 (2.422251270367549) | > loss_gen: 2.9816431999206543 (2.449324094332181) | > loss_kl: 2.407844066619873 (2.586458430840419) | > loss_feat: 15.831820487976074 (7.268624177345862) | > loss_mel: 17.780555725097656 (17.668991455665) | > loss_duration: 2.2954859733581543 (2.321860744402959) | > loss_1: 41.29734802246094 (32.29525903555063) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025936731925377482 (+0.00012333576495830853) | > avg_loss_disc: 2.422251270367549 (-0.02589399081010102) | > avg_loss_disc_real_0: 0.19391577089062104 (+0.031844385254841595) | > avg_loss_disc_real_1: 0.1452207358983847 (-0.022253309018336803) | > avg_loss_disc_real_2: 0.24206989201215598 (+0.05181466386868405) | > avg_loss_disc_real_3: 0.24226822618108526 (-0.0007744892858542185) | > avg_loss_disc_real_4: 0.234954708470748 (+0.012760241444294246) | > avg_loss_disc_real_5: 0.21663629492888084 (-0.006429937309943706) | > avg_loss_0: 2.422251270367549 (-0.02589399081010102) | > avg_loss_gen: 2.449324094332181 (+0.16036256001545768) | > avg_loss_kl: 2.586458430840419 (-0.10302477616530226) | > avg_loss_feat: 7.268624177345862 (+0.1536436631129332) | > avg_loss_mel: 17.668991455665 (+0.21187815299400725) | > avg_loss_duration: 2.321860744402959 (+0.010161253122182412) | > avg_loss_1: 32.29525903555063 (+0.43302103189321883)  > EPOCH: 501/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:11:38)   --> TIME: 2024-06-11 13:11:46 -- STEP: 19/330 -- GLOBAL_STEP: 253350 | > loss_disc: 2.324584722518921 (2.3500140340704667) | > loss_disc_real_0: 0.12959446012973785 (0.10756601706931465) | > loss_disc_real_1: 0.16937042772769928 (0.20278649894814743) | > loss_disc_real_2: 0.19531819224357605 (0.21233609946150528) | > loss_disc_real_3: 0.21930257976055145 (0.23426813906744906) | > loss_disc_real_4: 0.24636419117450714 (0.23407299738181264) | > loss_disc_real_5: 0.23621873557567596 (0.22602850904590205) | > loss_0: 2.324584722518921 (2.3500140340704667) | > grad_norm_0: tensor(17.7196, device='cuda:0') (tensor(10.1363, device='cuda:0')) | > loss_gen: 2.4351298809051514 (2.4735571459720007) | > loss_kl: 1.7262425422668457 (1.8094348970212435) | > loss_feat: 7.185143947601318 (6.6655856433667635) | > loss_mel: 16.51595115661621 (17.885256014372175) | > loss_duration: 2.0233728885650635 (2.0924019311603748) | > loss_1: 29.885839462280273 (30.92623600206877) | > grad_norm_1: tensor(98.9559, device='cuda:0') (tensor(97.6092, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3499 (0.3628252430966026) | > loader_time: 0.0035 (0.003199916136892218)  --> TIME: 2024-06-11 13:11:55 -- STEP: 44/330 -- GLOBAL_STEP: 253375 | > loss_disc: 2.3092710971832275 (2.339244517413053) | > loss_disc_real_0: 0.09366920590400696 (0.10852033289318735) | > loss_disc_real_1: 0.20010791718959808 (0.20021372254599223) | > loss_disc_real_2: 0.20597080886363983 (0.21066538786346262) | > loss_disc_real_3: 0.21739259362220764 (0.2276718630032106) | > loss_disc_real_4: 0.22372302412986755 (0.23154087330807338) | > loss_disc_real_5: 0.2183331847190857 (0.22277364473451267) | > loss_0: 2.3092710971832275 (2.339244517413053) | > grad_norm_0: tensor(9.3855, device='cuda:0') (tensor(9.4462, device='cuda:0')) | > loss_gen: 2.3832526206970215 (2.4941183166070413) | > loss_kl: 1.8704004287719727 (1.82862865653905) | > loss_feat: 7.645541191101074 (6.94365953315388) | > loss_mel: 18.042150497436523 (17.931868986649953) | > loss_duration: 1.9249398708343506 (2.036346541209655) | > loss_1: 31.86628532409668 (31.234622261740945) | > grad_norm_1: tensor(122.3928, device='cuda:0') (tensor(96.9098, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.358 (0.3650931499221109) | > loader_time: 0.0033 (0.003372777592052113)  --> TIME: 2024-06-11 13:12:05 -- STEP: 69/330 -- GLOBAL_STEP: 253400 | > loss_disc: 2.4589486122131348 (2.3398606017015986) | > loss_disc_real_0: 0.09847639501094818 (0.1091399485434311) | > loss_disc_real_1: 0.18399733304977417 (0.1982470938692922) | > loss_disc_real_2: 0.22054323554039001 (0.2122757151938867) | > loss_disc_real_3: 0.23471710085868835 (0.22867255042428555) | > loss_disc_real_4: 0.24191215634346008 (0.228550022063048) | > loss_disc_real_5: 0.24028009176254272 (0.22108820879804916) | > loss_0: 2.4589486122131348 (2.3398606017015986) | > grad_norm_0: tensor(7.3089, device='cuda:0') (tensor(9.8671, device='cuda:0')) | > loss_gen: 2.4647932052612305 (2.4968946843907447) | > loss_kl: 1.7293065786361694 (1.8478227490964143) | > loss_feat: 6.840700626373291 (7.006790803826374) | > loss_mel: 17.03913688659668 (17.99545185807823) | > loss_duration: 1.946913719177246 (2.0197266772173457) | > loss_1: 30.020851135253906 (31.366687055947125) | > grad_norm_1: tensor(137.3360, device='cuda:0') (tensor(97.7354, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3697 (0.36784924977067596) | > loader_time: 0.0038 (0.003524051196333291)  --> TIME: 2024-06-11 13:12:14 -- STEP: 94/330 -- GLOBAL_STEP: 253425 | > loss_disc: 2.241657018661499 (2.3387475115187635) | > loss_disc_real_0: 0.1193927526473999 (0.11121430525437315) | > loss_disc_real_1: 0.18704156577587128 (0.1974426084693441) | > loss_disc_real_2: 0.22071591019630432 (0.21227779730837396) | > loss_disc_real_3: 0.20439597964286804 (0.22821657423009264) | > loss_disc_real_4: 0.18480414152145386 (0.2289370819926262) | > loss_disc_real_5: 0.18413172662258148 (0.22088433802127838) | > loss_0: 2.241657018661499 (2.3387475115187635) | > grad_norm_0: tensor(19.1318, device='cuda:0') (tensor(11.8068, device='cuda:0')) | > loss_gen: 2.6569085121154785 (2.5007902561350073) | > loss_kl: 1.9182296991348267 (1.8657160921299711) | > loss_feat: 8.22201919555664 (7.032820508835164) | > loss_mel: 18.53426170349121 (17.90976055632247) | > loss_duration: 2.036778688430786 (2.0150796314503294) | > loss_1: 33.36819839477539 (31.324167190714086) | > grad_norm_1: tensor(243.0152, device='cuda:0') (tensor(122.2225, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3782 (0.3681786618334182) | > loader_time: 0.0037 (0.003633494072772087)  --> TIME: 2024-06-11 13:12:24 -- STEP: 119/330 -- GLOBAL_STEP: 253450 | > loss_disc: 2.237910270690918 (2.3460233231552508) | > loss_disc_real_0: 0.11321200430393219 (0.11173348066185702) | > loss_disc_real_1: 0.17950478196144104 (0.19720152396113927) | > loss_disc_real_2: 0.19855713844299316 (0.2139669892166843) | > loss_disc_real_3: 0.23567138612270355 (0.22902187341902436) | > loss_disc_real_4: 0.23919937014579773 (0.22951055386988053) | > loss_disc_real_5: 0.21655428409576416 (0.22123342239055313) | > loss_0: 2.237910270690918 (2.3460233231552508) | > grad_norm_0: tensor(26.3661, device='cuda:0') (tensor(12.8627, device='cuda:0')) | > loss_gen: 2.6438398361206055 (2.4950834302341236) | > loss_kl: 1.8850114345550537 (1.8657057305344014) | > loss_feat: 7.057382106781006 (7.043084673520899) | > loss_mel: 18.0650634765625 (17.92303019611776) | > loss_duration: 2.0121068954467773 (2.015921272149608) | > loss_1: 31.663406372070312 (31.342825480869838) | > grad_norm_1: tensor(249.5140, device='cuda:0') (tensor(144.0668, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3772 (0.3697810072858794) | > loader_time: 0.0039 (0.003730447352433405)  --> TIME: 2024-06-11 13:12:33 -- STEP: 144/330 -- GLOBAL_STEP: 253475 | > loss_disc: 2.3210601806640625 (2.350438589851061) | > loss_disc_real_0: 0.11862657964229584 (0.11317024498970972) | > loss_disc_real_1: 0.21725113689899445 (0.19706396179066762) | > loss_disc_real_2: 0.17846867442131042 (0.21351349540054798) | > loss_disc_real_3: 0.24317017197608948 (0.22924497971932092) | > loss_disc_real_4: 0.23319099843502045 (0.22990639900995624) | > loss_disc_real_5: 0.21835003793239594 (0.22208329828249085) | > loss_0: 2.3210601806640625 (2.350438589851061) | > grad_norm_0: tensor(39.4342, device='cuda:0') (tensor(14.4548, device='cuda:0')) | > loss_gen: 2.4500632286071777 (2.488855966263347) | > loss_kl: 1.9937379360198975 (1.8710856975780592) | > loss_feat: 7.431552886962891 (7.045695871114731) | > loss_mel: 18.9140682220459 (17.917301164733047) | > loss_duration: 2.003657341003418 (2.020158111221261) | > loss_1: 32.7930793762207 (31.343096878793503) | > grad_norm_1: tensor(384.4972, device='cuda:0') (tensor(159.3441, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3823 (0.37187763883007885) | > loader_time: 0.0042 (0.003797123829523722)  --> TIME: 2024-06-11 13:12:43 -- STEP: 169/330 -- GLOBAL_STEP: 253500 | > loss_disc: 2.3421244621276855 (2.353950901144355) | > loss_disc_real_0: 0.08260857313871384 (0.11431393869353469) | > loss_disc_real_1: 0.1895591914653778 (0.1968839867756916) | > loss_disc_real_2: 0.20241375267505646 (0.2130919231994617) | > loss_disc_real_3: 0.2260206788778305 (0.22946116883726514) | > loss_disc_real_4: 0.22677329182624817 (0.22943654039202357) | > loss_disc_real_5: 0.24917447566986084 (0.22252039214563088) | > loss_0: 2.3421244621276855 (2.353950901144355) | > grad_norm_0: tensor(25.5112, device='cuda:0') (tensor(17.3073, device='cuda:0')) | > loss_gen: 2.55362606048584 (2.488663059719921) | > loss_kl: 1.9431953430175781 (1.8762719313773883) | > loss_feat: 7.543420314788818 (7.047644911433113) | > loss_mel: 18.187408447265625 (17.9166641799656) | > loss_duration: 2.073990821838379 (2.0244725716889964) | > loss_1: 32.301639556884766 (31.353716731776853) | > grad_norm_1: tensor(395.3757, device='cuda:0') (tensor(182.5690, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3856 (0.3738950018346661) | > loader_time: 0.0046 (0.0038853016125379933) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_253500.pth  --> TIME: 2024-06-11 13:12:57 -- STEP: 194/330 -- GLOBAL_STEP: 253525 | > loss_disc: 2.3150529861450195 (2.3495054945503315) | > loss_disc_real_0: 0.08824653923511505 (0.11418840600196849) | > loss_disc_real_1: 0.1571587473154068 (0.19651140341746431) | > loss_disc_real_2: 0.21821846067905426 (0.21257085076619667) | > loss_disc_real_3: 0.22713710367679596 (0.2289824863684546) | > loss_disc_real_4: 0.2497592270374298 (0.23002774345198856) | > loss_disc_real_5: 0.22370487451553345 (0.22218870986060998) | > loss_0: 2.3150529861450195 (2.3495054945503315) | > grad_norm_0: tensor(9.5285, device='cuda:0') (tensor(19.5917, device='cuda:0')) | > loss_gen: 2.546358823776245 (2.497831515430174) | > loss_kl: 1.9425946474075317 (1.8915947737153043) | > loss_feat: 6.8657331466674805 (7.0631159138433715) | > loss_mel: 17.791038513183594 (17.859381302115853) | > loss_duration: 2.0440673828125 (2.031420113499631) | > loss_1: 31.189790725708008 (31.34334368558274) | > grad_norm_1: tensor(249.5995, device='cuda:0') (tensor(206.2567, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.3997 (0.37627725748671687) | > loader_time: 0.0051 (0.003984066628918205)  --> TIME: 2024-06-11 13:13:07 -- STEP: 219/330 -- GLOBAL_STEP: 253550 | > loss_disc: 2.255077362060547 (2.351813906403982) | > loss_disc_real_0: 0.0974101722240448 (0.11557736111694275) | > loss_disc_real_1: 0.1564740389585495 (0.19646889576901033) | > loss_disc_real_2: 0.21375851333141327 (0.21252098584283974) | > loss_disc_real_3: 0.2240680307149887 (0.22956061070640338) | > loss_disc_real_4: 0.23338191211223602 (0.2294402796792113) | > loss_disc_real_5: 0.21727371215820312 (0.22216621646870216) | > loss_0: 2.255077362060547 (2.351813906403982) | > grad_norm_0: tensor(42.7107, device='cuda:0') (tensor(21.9661, device='cuda:0')) | > loss_gen: 2.7130789756774902 (2.500118060743427) | > loss_kl: 2.0154154300689697 (1.8997075405295036) | > loss_feat: 7.895776748657227 (7.084337541501816) | > loss_mel: 17.414588928222656 (17.811695934975) | > loss_duration: 2.105929136276245 (2.0387168915848743) | > loss_1: 32.14479064941406 (31.334576027578414) | > grad_norm_1: tensor(443.1534, device='cuda:0') (tensor(226.7961, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.401 (0.3786616662865903) | > loader_time: 0.005 (0.004111667746278249)  --> TIME: 2024-06-11 13:13:18 -- STEP: 244/330 -- GLOBAL_STEP: 253575 | > loss_disc: 2.449738025665283 (2.355497123765164) | > loss_disc_real_0: 0.23317131400108337 (0.11723639167173476) | > loss_disc_real_1: 0.18593215942382812 (0.19746588097244006) | > loss_disc_real_2: 0.29085680842399597 (0.21263713004891988) | > loss_disc_real_3: 0.2458541840314865 (0.22996394171333703) | > loss_disc_real_4: 0.2463478147983551 (0.2297990156001732) | > loss_disc_real_5: 0.20160700380802155 (0.22245998100423423) | > loss_0: 2.449738025665283 (2.355497123765164) | > grad_norm_0: tensor(95.8018, device='cuda:0') (tensor(24.6682, device='cuda:0')) | > loss_gen: 2.525374412536621 (2.499506898590775) | > loss_kl: 1.8284989595413208 (1.904733330988493) | > loss_feat: 6.998128890991211 (7.069408864271446) | > loss_mel: 17.106821060180664 (17.784127727883774) | > loss_duration: 2.0541796684265137 (2.04721846883414) | > loss_1: 30.513004302978516 (31.30499532574513) | > grad_norm_1: tensor(593.6441, device='cuda:0') (tensor(245.3600, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.4304 (0.3823936200532756) | > loader_time: 0.0055 (0.004245076023164342)  --> TIME: 2024-06-11 13:13:29 -- STEP: 269/330 -- GLOBAL_STEP: 253600 | > loss_disc: 2.297489881515503 (2.3546092412728807) | > loss_disc_real_0: 0.11918102204799652 (0.11756990242015473) | > loss_disc_real_1: 0.2026233971118927 (0.1976813290642096) | > loss_disc_real_2: 0.22443433105945587 (0.21281717811818457) | > loss_disc_real_3: 0.20250360667705536 (0.22928594512567202) | > loss_disc_real_4: 0.1945262849330902 (0.2289116816892943) | > loss_disc_real_5: 0.22676193714141846 (0.2221908922199866) | > loss_0: 2.297489881515503 (2.3546092412728807) | > grad_norm_0: tensor(27.4573, device='cuda:0') (tensor(25.9175, device='cuda:0')) | > loss_gen: 2.538081169128418 (2.502695276834707) | > loss_kl: 1.8852235078811646 (1.9108412549398202) | > loss_feat: 6.889466285705566 (7.090112677294083) | > loss_mel: 17.26620864868164 (17.74980160738014) | > loss_duration: 2.1594295501708984 (2.055089548617932) | > loss_1: 30.7384090423584 (31.308540443505496) | > grad_norm_1: tensor(399.4940, device='cuda:0') (tensor(259.8741, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.458 (0.38827407049866847) | > loader_time: 0.0067 (0.00437631305708761)  --> TIME: 2024-06-11 13:13:41 -- STEP: 294/330 -- GLOBAL_STEP: 253625 | > loss_disc: 2.4016635417938232 (2.3587295530604666) | > loss_disc_real_0: 0.14721767604351044 (0.11855307803014103) | > loss_disc_real_1: 0.2245585173368454 (0.1981619527043939) | > loss_disc_real_2: 0.22354650497436523 (0.21273826128568776) | > loss_disc_real_3: 0.19724726676940918 (0.22939176294876604) | > loss_disc_real_4: 0.22924844920635223 (0.22936371556755636) | > loss_disc_real_5: 0.1914580762386322 (0.2222147032010312) | > loss_0: 2.4016635417938232 (2.3587295530604666) | > grad_norm_0: tensor(32.9180, device='cuda:0') (tensor(27.4270, device='cuda:0')) | > loss_gen: 2.365666151046753 (2.498342282107086) | > loss_kl: 1.9314873218536377 (1.9139082573709034) | > loss_feat: 6.999288558959961 (7.098993661452313) | > loss_mel: 16.682960510253906 (17.716838473365428) | > loss_duration: 2.198779344558716 (2.064825939077907) | > loss_1: 30.178180694580078 (31.292908681493227) | > grad_norm_1: tensor(323.6028, device='cuda:0') (tensor(269.3295, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.4667 (0.39460812296186165) | > loader_time: 0.0065 (0.004539754114994385)  --> TIME: 2024-06-11 13:13:54 -- STEP: 319/330 -- GLOBAL_STEP: 253650 | > loss_disc: 2.421657085418701 (2.360189485699407) | > loss_disc_real_0: 0.14232459664344788 (0.11936160472446475) | > loss_disc_real_1: 0.23036527633666992 (0.19831575999813025) | > loss_disc_real_2: 0.21900136768817902 (0.2128501907224565) | > loss_disc_real_3: 0.24973243474960327 (0.22959273913437298) | > loss_disc_real_4: 0.25150996446609497 (0.22973570003404886) | > loss_disc_real_5: 0.24963326752185822 (0.22252601637361938) | > loss_0: 2.421657085418701 (2.360189485699407) | > grad_norm_0: tensor(36.7823, device='cuda:0') (tensor(27.4458, device='cuda:0')) | > loss_gen: 2.4577088356018066 (2.4935896583485375) | > loss_kl: 2.004885673522949 (1.9201365784044175) | > loss_feat: 7.760952949523926 (7.106410217883071) | > loss_mel: 15.964997291564941 (17.659839103961815) | > loss_duration: 2.256795883178711 (2.078266564207763) | > loss_1: 30.44533920288086 (31.258242179607524) | > grad_norm_1: tensor(365.1960, device='cuda:0') (tensor(272.9739, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.5738 (0.40442163817187443) | > loader_time: 0.008 (0.0047639335584491035)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5350182056427 (2.5350182056427) | > loss_disc_real_0: 0.13573575019836426 (0.13573575019836426) | > loss_disc_real_1: 0.20386925339698792 (0.20386925339698792) | > loss_disc_real_2: 0.31730297207832336 (0.31730297207832336) | > loss_disc_real_3: 0.2735796570777893 (0.2735796570777893) | > loss_disc_real_4: 0.27234914898872375 (0.27234914898872375) | > loss_disc_real_5: 0.255996972322464 (0.255996972322464) | > loss_0: 2.5350182056427 (2.5350182056427) | > loss_gen: 2.465796947479248 (2.465796947479248) | > loss_kl: 2.72057843208313 (2.72057843208313) | > loss_feat: 4.863107204437256 (4.863107204437256) | > loss_mel: 14.429722785949707 (14.429722785949707) | > loss_duration: 2.938288450241089 (2.938288450241089) | > loss_1: 27.41749382019043 (27.41749382019043)  --> STEP: 1 | > loss_disc: 2.177053451538086 (2.177053451538086) | > loss_disc_real_0: 0.11195023357868195 (0.11195023357868195) | > loss_disc_real_1: 0.2410866916179657 (0.2410866916179657) | > loss_disc_real_2: 0.21503569185733795 (0.21503569185733795) | > loss_disc_real_3: 0.1965872347354889 (0.1965872347354889) | > loss_disc_real_4: 0.187382772564888 (0.187382772564888) | > loss_disc_real_5: 0.20081491768360138 (0.20081491768360138) | > loss_0: 2.177053451538086 (2.177053451538086) | > loss_gen: 2.4204320907592773 (2.4204320907592773) | > loss_kl: 2.4198460578918457 (2.4198460578918457) | > loss_feat: 6.226763725280762 (6.226763725280762) | > loss_mel: 18.118064880371094 (18.118064880371094) | > loss_duration: 2.3951478004455566 (2.3951478004455566) | > loss_1: 31.58025550842285 (31.58025550842285)  --> STEP: 2 | > loss_disc: 2.385066509246826 (2.281059980392456) | > loss_disc_real_0: 0.10827277600765228 (0.11011150479316711) | > loss_disc_real_1: 0.2130897492170334 (0.22708822041749954) | > loss_disc_real_2: 0.19592715799808502 (0.2054814249277115) | > loss_disc_real_3: 0.30651769042015076 (0.2515524625778198) | > loss_disc_real_4: 0.28765204548835754 (0.23751740902662277) | > loss_disc_real_5: 0.3120807111263275 (0.25644781440496445) | > loss_0: 2.385066509246826 (2.281059980392456) | > loss_gen: 2.5702342987060547 (2.495333194732666) | > loss_kl: 2.7194912433624268 (2.5696686506271362) | > loss_feat: 6.39271879196167 (6.309741258621216) | > loss_mel: 18.782365798950195 (18.450215339660645) | > loss_duration: 2.426710605621338 (2.4109292030334473) | > loss_1: 32.89152145385742 (32.23588848114014)  --> STEP: 3 | > loss_disc: 2.4109368324279785 (2.324352264404297) | > loss_disc_real_0: 0.14557820558547974 (0.12193373839060466) | > loss_disc_real_1: 0.23964154720306396 (0.23127266267935434) | > loss_disc_real_2: 0.22952428460121155 (0.21349571148554483) | > loss_disc_real_3: 0.3035533130168915 (0.2688860793908437) | > loss_disc_real_4: 0.2825002074241638 (0.2525116751591365) | > loss_disc_real_5: 0.3085078001022339 (0.27380114297072095) | > loss_0: 2.4109368324279785 (2.324352264404297) | > loss_gen: 2.654862642288208 (2.54850967725118) | > loss_kl: 3.3758320808410645 (2.838389794031779) | > loss_feat: 6.610040664672852 (6.409841060638428) | > loss_mel: 19.168081283569336 (18.689503987630207) | > loss_duration: 2.2575812339782715 (2.3598132133483887) | > loss_1: 34.06639862060547 (32.84605852762858)  --> STEP: 4 | > loss_disc: 2.5385849475860596 (2.3779104351997375) | > loss_disc_real_0: 0.1277099847793579 (0.12337779998779297) | > loss_disc_real_1: 0.2446727305650711 (0.23462267965078354) | > loss_disc_real_2: 0.2384013682603836 (0.21972212567925453) | > loss_disc_real_3: 0.25646957755088806 (0.2657819539308548) | > loss_disc_real_4: 0.19828279316425323 (0.23895445466041565) | > loss_disc_real_5: 0.14860311150550842 (0.2425016351044178) | > loss_0: 2.5385849475860596 (2.3779104351997375) | > loss_gen: 1.9614617824554443 (2.401747703552246) | > loss_kl: 3.5007944107055664 (3.003990948200226) | > loss_feat: 5.029353141784668 (6.064719080924988) | > loss_mel: 17.073217391967773 (18.2854323387146) | > loss_duration: 2.322798728942871 (2.3505595922470093) | > loss_1: 29.88762664794922 (32.10645055770874)  --> STEP: 5 | > loss_disc: 2.335193395614624 (2.3693670272827148) | > loss_disc_real_0: 0.1609143167734146 (0.1308851033449173) | > loss_disc_real_1: 0.30354782938957214 (0.24840770959854125) | > loss_disc_real_2: 0.22846674919128418 (0.22147105038166046) | > loss_disc_real_3: 0.18968693912029266 (0.25056295096874237) | > loss_disc_real_4: 0.17849695682525635 (0.22686295509338378) | > loss_disc_real_5: 0.21090413630008698 (0.23618213534355165) | > loss_0: 2.335193395614624 (2.3693670272827148) | > loss_gen: 2.3759753704071045 (2.3965932369232177) | > loss_kl: 2.179234504699707 (2.839039659500122) | > loss_feat: 5.391104698181152 (5.929996204376221) | > loss_mel: 18.859350204467773 (18.400215911865235) | > loss_duration: 2.4143950939178467 (2.3633266925811767) | > loss_1: 31.22005844116211 (31.929172134399415)  --> STEP: 6 | > loss_disc: 2.534121036529541 (2.3968260288238525) | > loss_disc_real_0: 0.0852297693490982 (0.12327588101228078) | > loss_disc_real_1: 0.2339414805173874 (0.24599667141834894) | > loss_disc_real_2: 0.23273876309394836 (0.22334900250037512) | > loss_disc_real_3: 0.310407817363739 (0.2605370953679085) | > loss_disc_real_4: 0.25149497389793396 (0.2309682915608088) | > loss_disc_real_5: 0.2609567940235138 (0.24031124512354532) | > loss_0: 2.534121036529541 (2.3968260288238525) | > loss_gen: 2.1780972480773926 (2.360177238782247) | > loss_kl: 2.705639362335205 (2.8168062766393027) | > loss_feat: 4.941178798675537 (5.7651933034261065) | > loss_mel: 17.073293685913086 (18.179062207539875) | > loss_duration: 2.1617634296417236 (2.329732815424601) | > loss_1: 29.059972763061523 (31.450972239176433)  --> STEP: 7 | > loss_disc: 2.336029052734375 (2.3881407465253557) | > loss_disc_real_0: 0.07500007748603821 (0.11637933765138898) | > loss_disc_real_1: 0.21605350077152252 (0.24171907561165945) | > loss_disc_real_2: 0.26112550497055054 (0.22874564571040018) | > loss_disc_real_3: 0.2296135425567627 (0.2561194449663162) | > loss_disc_real_4: 0.26888900995254517 (0.23638553704534257) | > loss_disc_real_5: 0.23852811753749847 (0.2400565126112529) | > loss_0: 2.336029052734375 (2.3881407465253557) | > loss_gen: 2.612074613571167 (2.396162578037807) | > loss_kl: 4.210642337799072 (3.015925713947841) | > loss_feat: 7.204953193664551 (5.970873287745884) | > loss_mel: 18.131784439086914 (18.172308240618026) | > loss_duration: 2.466745138168335 (2.3493060043879916) | > loss_1: 34.626197814941406 (31.904575892857142)  --> STEP: 8 | > loss_disc: 2.2740139961242676 (2.3738749027252197) | > loss_disc_real_0: 0.1555943638086319 (0.12128121592104435) | > loss_disc_real_1: 0.20322802662849426 (0.2369076944887638) | > loss_disc_real_2: 0.1810765415430069 (0.222787007689476) | > loss_disc_real_3: 0.23830673098564148 (0.2538928557187319) | > loss_disc_real_4: 0.20834696292877197 (0.23288071528077126) | > loss_disc_real_5: 0.180305615067482 (0.23258765041828156) | > loss_0: 2.2740139961242676 (2.3738749027252197) | > loss_gen: 2.4197633266448975 (2.3991126716136932) | > loss_kl: 2.798004627227783 (2.988685578107834) | > loss_feat: 10.145503997802734 (6.492702126502991) | > loss_mel: 19.514135360717773 (18.340036630630493) | > loss_duration: 2.2515134811401367 (2.33708193898201) | > loss_1: 37.1289176940918 (32.557618618011475)  --> STEP: 9 | > loss_disc: 2.4365732669830322 (2.3808413876427545) | > loss_disc_real_0: 0.16343146562576294 (0.1259645769993464) | > loss_disc_real_1: 0.1911403089761734 (0.2318224294318093) | > loss_disc_real_2: 0.16849420964717865 (0.2167544745736652) | > loss_disc_real_3: 0.22445771098136902 (0.2506222840812471) | > loss_disc_real_4: 0.29674074053764343 (0.23997627364264595) | > loss_disc_real_5: 0.17862899601459503 (0.2265922443734275) | > loss_0: 2.4365732669830322 (2.3808413876427545) | > loss_gen: 2.360316276550293 (2.394801961051093) | > loss_kl: 2.7405574321746826 (2.9611157841152616) | > loss_feat: 11.010746002197266 (6.9947070015801325) | > loss_mel: 19.41940689086914 (18.4599666595459) | > loss_duration: 2.1794636249542236 (2.3195687929789224) | > loss_1: 37.71049118041992 (33.13016001383463)  --> STEP: 10 | > loss_disc: 2.2515950202941895 (2.3679167509078978) | > loss_disc_real_0: 0.17279672622680664 (0.13064779192209244) | > loss_disc_real_1: 0.2409757822751999 (0.23273776471614838) | > loss_disc_real_2: 0.2655423879623413 (0.2216332659125328) | > loss_disc_real_3: 0.17581067979335785 (0.24314112365245819) | > loss_disc_real_4: 0.18613596260547638 (0.234592242538929) | > loss_disc_real_5: 0.19481998682022095 (0.22341501861810684) | > loss_0: 2.2515950202941895 (2.3679167509078978) | > loss_gen: 2.388620138168335 (2.3941837787628173) | > loss_kl: 2.559910297393799 (2.9209952354431152) | > loss_feat: 5.71489953994751 (6.86672625541687) | > loss_mel: 17.47734260559082 (18.36170425415039) | > loss_duration: 2.349992513656616 (2.322611165046692) | > loss_1: 30.490764617919922 (32.866220474243164)  --> STEP: 11 | > loss_disc: 2.271592378616333 (2.359159989790483) | > loss_disc_real_0: 0.09268795698881149 (0.12719689783724872) | > loss_disc_real_1: 0.20869147777557373 (0.2305517386306416) | > loss_disc_real_2: 0.14194096624851227 (0.21438851139762186) | > loss_disc_real_3: 0.2675144374370575 (0.24535687945105814) | > loss_disc_real_4: 0.25001662969589233 (0.2359944595531984) | > loss_disc_real_5: 0.21132060885429382 (0.22231552682139658) | > loss_0: 2.271592378616333 (2.359159989790483) | > loss_gen: 2.3729586601257324 (2.3922542225230825) | > loss_kl: 3.2471585273742676 (2.9506464438004927) | > loss_feat: 6.4000773429870605 (6.82430362701416) | > loss_mel: 17.7721004486084 (18.308103908192027) | > loss_duration: 2.525482177734375 (2.341053984381936) | > loss_1: 32.317779541015625 (32.81636220758612)  --> STEP: 12 | > loss_disc: 2.2937417030334473 (2.3537084658940635) | > loss_disc_real_0: 0.1188775971531868 (0.12650362278024355) | > loss_disc_real_1: 0.2247322052717209 (0.2300667775173982) | > loss_disc_real_2: 0.21005386114120483 (0.21402729054292044) | > loss_disc_real_3: 0.2683541476726532 (0.24727331846952438) | > loss_disc_real_4: 0.22934481501579285 (0.2354403225084146) | > loss_disc_real_5: 0.17527993023395538 (0.21839589377244314) | > loss_0: 2.2937417030334473 (2.3537084658940635) | > loss_gen: 2.471768379211426 (2.398880402247111) | > loss_kl: 2.9907402992248535 (2.9539875984191895) | > loss_feat: 5.883411407470703 (6.745895942052205) | > loss_mel: 17.89006805419922 (18.27326758702596) | > loss_duration: 2.2034642696380615 (2.3295881748199467) | > loss_1: 31.439453125 (32.70161978403727)  --> STEP: 13 | > loss_disc: 2.4041755199432373 (2.357590546974769) | > loss_disc_real_0: 0.11857851594686508 (0.125893999177676) | > loss_disc_real_1: 0.27278321981430054 (0.233352657694083) | > loss_disc_real_2: 0.20702847838401794 (0.21348892037685102) | > loss_disc_real_3: 0.263372004032135 (0.24851167889741752) | > loss_disc_real_4: 0.2551272511482239 (0.23695470163455376) | > loss_disc_real_5: 0.2570066750049591 (0.22136595386725205) | > loss_0: 2.4041755199432373 (2.357590546974769) | > loss_gen: 2.5861599445343018 (2.4132865208845873) | > loss_kl: 3.348206043243408 (2.9843120941748986) | > loss_feat: 6.536242485046387 (6.729768753051758) | > loss_mel: 16.923906326293945 (18.16947056696965) | > loss_duration: 2.2674098014831543 (2.324805223024809) | > loss_1: 31.66192626953125 (32.6216433598445)  --> STEP: 14 | > loss_disc: 2.450056552886963 (2.364195261682783) | > loss_disc_real_0: 0.10340891778469086 (0.12428792193531991) | > loss_disc_real_1: 0.19719816744327545 (0.2307701941047396) | > loss_disc_real_2: 0.23598696291446686 (0.21509592341525213) | > loss_disc_real_3: 0.2175576239824295 (0.24630067497491837) | > loss_disc_real_4: 0.2030494064092636 (0.23453289483274734) | > loss_disc_real_5: 0.24693112075328827 (0.22319203721625464) | > loss_0: 2.450056552886963 (2.364195261682783) | > loss_gen: 2.0835916996002197 (2.3897368907928467) | > loss_kl: 2.898902654647827 (2.978211419922965) | > loss_feat: 6.162851333618164 (6.689274651663644) | > loss_mel: 19.0517520904541 (18.23249067578997) | > loss_duration: 2.3254008293151855 (2.3248477663312643) | > loss_1: 32.522499084472656 (32.614561625889365)  --> STEP: 15 | > loss_disc: 2.344801187515259 (2.3629023234049478) | > loss_disc_real_0: 0.16909471154212952 (0.12727504124244055) | > loss_disc_real_1: 0.1863342821598053 (0.2278077999750773) | > loss_disc_real_2: 0.17513972520828247 (0.21243217686812083) | > loss_disc_real_3: 0.24562817811965942 (0.24625584185123445) | > loss_disc_real_4: 0.2300506979227066 (0.23423408170541127) | > loss_disc_real_5: 0.21719802916049957 (0.22279243667920431) | > loss_0: 2.344801187515259 (2.3629023234049478) | > loss_gen: 2.306807518005371 (2.3842082659403485) | > loss_kl: 3.509507894515991 (3.0136311848958335) | > loss_feat: 7.2732439041137695 (6.728205935160319) | > loss_mel: 18.52471160888672 (18.251972071329753) | > loss_duration: 2.336693048477173 (2.3256374518076584) | > loss_1: 33.950965881347656 (32.703655242919915)  --> STEP: 16 | > loss_disc: 2.1442995071411133 (2.3492396473884583) | > loss_disc_real_0: 0.11577108502388 (0.1265560439787805) | > loss_disc_real_1: 0.18838931620121002 (0.2253441447392106) | > loss_disc_real_2: 0.23920804262161255 (0.21410566847771406) | > loss_disc_real_3: 0.2623863220214844 (0.24726399686187506) | > loss_disc_real_4: 0.19757992029190063 (0.23194319661706686) | > loss_disc_real_5: 0.21229694783687592 (0.22213646862655878) | > loss_0: 2.1442995071411133 (2.3492396473884583) | > loss_gen: 2.8814337253570557 (2.4152848571538925) | > loss_kl: 2.6358964443206787 (2.990022763609886) | > loss_feat: 10.442511558532715 (6.960350036621094) | > loss_mel: 18.07925033569336 (18.241176962852478) | > loss_duration: 2.3798294067382812 (2.3290244489908223) | > loss_1: 36.418922424316406 (32.935859441757195)  --> STEP: 17 | > loss_disc: 2.610029697418213 (2.364580238566679) | > loss_disc_real_0: 0.18128283321857452 (0.129775266875239) | > loss_disc_real_1: 0.27317920327186584 (0.22815797171171973) | > loss_disc_real_2: 0.2537660598754883 (0.21643863267758312) | > loss_disc_real_3: 0.33446386456489563 (0.2523934008444057) | > loss_disc_real_4: 0.30585092306137085 (0.23629070993732004) | > loss_disc_real_5: 0.31357449293136597 (0.22751517593860626) | > loss_0: 2.610029697418213 (2.364580238566679) | > loss_gen: 2.507350444793701 (2.4207004799562344) | > loss_kl: 2.2173802852630615 (2.944573206060073) | > loss_feat: 4.585971355438232 (6.820680702433867) | > loss_mel: 15.730866432189941 (18.093511637519388) | > loss_duration: 2.418341636657715 (2.3342784012065216) | > loss_1: 27.459911346435547 (32.613744847914745)  --> STEP: 18 | > loss_disc: 2.401930332183838 (2.3666552437676325) | > loss_disc_real_0: 0.06843037903308868 (0.12636721755067507) | > loss_disc_real_1: 0.18432843685150146 (0.22572299755281872) | > loss_disc_real_2: 0.13699857890605927 (0.21202529635694292) | > loss_disc_real_3: 0.23415032029151917 (0.2513798963692453) | > loss_disc_real_4: 0.29348480701446533 (0.2394681597749392) | > loss_disc_real_5: 0.19158491492271423 (0.22551905032661226) | > loss_0: 2.401930332183838 (2.3666552437676325) | > loss_gen: 2.18291974067688 (2.407490438885159) | > loss_kl: 2.613842725753784 (2.926199290487501) | > loss_feat: 8.10861587524414 (6.892232656478882) | > loss_mel: 19.10112953186035 (18.14949040942722) | > loss_duration: 2.2732903957366943 (2.33089017868042) | > loss_1: 34.2797966003418 (32.706303278605134)  --> STEP: 19 | > loss_disc: 2.6272501945495605 (2.380370767492997) | > loss_disc_real_0: 0.10541507601737976 (0.125264473259449) | > loss_disc_real_1: 0.292877197265625 (0.22925742911665062) | > loss_disc_real_2: 0.29807326197624207 (0.21655413665269552) | > loss_disc_real_3: 0.307268351316452 (0.25432139399804565) | > loss_disc_real_4: 0.309779554605484 (0.24316875950286262) | > loss_disc_real_5: 0.25996240973472595 (0.22733185871651299) | > loss_0: 2.6272501945495605 (2.380370767492997) | > loss_gen: 2.558440923690796 (2.4154352012433504) | > loss_kl: 2.0290005207061768 (2.8789783026042737) | > loss_feat: 7.477260112762451 (6.923023575230649) | > loss_mel: 17.310958862304688 (18.10535717010498) | > loss_duration: 2.3326501846313477 (2.330982810572574) | > loss_1: 31.708309173583984 (32.6537772730777)  --> STEP: 20 | > loss_disc: 2.4590420722961426 (2.384304332733154) | > loss_disc_real_0: 0.08482460677623749 (0.12324247993528843) | > loss_disc_real_1: 0.20538970828056335 (0.22806404307484626) | > loss_disc_real_2: 0.25496482849121094 (0.21847467124462128) | > loss_disc_real_3: 0.27666962146759033 (0.2554388053715229) | > loss_disc_real_4: 0.2258937507867813 (0.24230500906705857) | > loss_disc_real_5: 0.19174741208553314 (0.22555263638496398) | > loss_0: 2.4590420722961426 (2.384304332733154) | > loss_gen: 2.1199111938476562 (2.4006590008735658) | > loss_kl: 1.9871524572372437 (2.8343870103359223) | > loss_feat: 4.959625244140625 (6.8248536586761475) | > loss_mel: 15.431450843811035 (17.971661853790284) | > loss_duration: 2.320770025253296 (2.33047217130661) | > loss_1: 26.818910598754883 (32.36203393936156)  --> STEP: 21 | > loss_disc: 2.307574987411499 (2.3806505543845042) | > loss_disc_real_0: 0.15727093815803528 (0.12486288270780019) | > loss_disc_real_1: 0.2784872055053711 (0.23046514604772841) | > loss_disc_real_2: 0.2171899825334549 (0.21841349559170858) | > loss_disc_real_3: 0.26207634806632996 (0.2557548788331804) | > loss_disc_real_4: 0.2381129413843155 (0.24210538679645174) | > loss_disc_real_5: 0.20667968690395355 (0.22465392450491586) | > loss_0: 2.307574987411499 (2.3806505543845042) | > loss_gen: 2.500760555267334 (2.4054257415589833) | > loss_kl: 2.0667567253112793 (2.797833187239511) | > loss_feat: 5.28865385055542 (6.751701286860874) | > loss_mel: 15.453129768371582 (17.851731754484632) | > loss_duration: 2.138059616088867 (2.321309668677194) | > loss_1: 27.44736099243164 (32.12800189426966)  --> STEP: 22 | > loss_disc: 2.5555663108825684 (2.388601270588962) | > loss_disc_real_0: 0.09844209998846054 (0.12366193803873929) | > loss_disc_real_1: 0.1824144721031189 (0.2282810245047916) | > loss_disc_real_2: 0.28076106309890747 (0.22124747593294491) | > loss_disc_real_3: 0.22461505234241486 (0.2543394321745092) | > loss_disc_real_4: 0.24122348427772522 (0.24206530031832782) | > loss_disc_real_5: 0.20858782529830933 (0.22392364726825195) | > loss_0: 2.5555663108825684 (2.388601270588962) | > loss_gen: 2.1122894287109375 (2.392101363702254) | > loss_kl: 2.2776317596435547 (2.774187667803331) | > loss_feat: 7.490017890930176 (6.785261132500389) | > loss_mel: 19.99172592163086 (17.949004216627642) | > loss_duration: 2.1859242916107178 (2.315155787901445) | > loss_1: 34.05759048461914 (32.21571046655827)  --> STEP: 23 | > loss_disc: 2.4757180213928223 (2.392388955406521) | > loss_disc_real_0: 0.15238673985004425 (0.12491084246531776) | > loss_disc_real_1: 0.24762371182441711 (0.2291220109099927) | > loss_disc_real_2: 0.22558727860450745 (0.22143616300562155) | > loss_disc_real_3: 0.3493786156177521 (0.258471570585085) | > loss_disc_real_4: 0.27654820680618286 (0.2435645571221476) | > loss_disc_real_5: 0.24108794331550598 (0.2246699210094369) | > loss_0: 2.4757180213928223 (2.392388955406521) | > loss_gen: 2.632288694381714 (2.4025442911231) | > loss_kl: 2.44162917137146 (2.7597286027410757) | > loss_feat: 7.043403625488281 (6.796484719152036) | > loss_mel: 17.274288177490234 (17.919668736665145) | > loss_duration: 2.3088481426239014 (2.314881542454595) | > loss_1: 31.700456619262695 (32.19330812537151)  --> STEP: 24 | > loss_disc: 2.430570125579834 (2.3939798374970755) | > loss_disc_real_0: 0.11540601402521133 (0.12451480794698) | > loss_disc_real_1: 0.2880123555660248 (0.23157577527066073) | > loss_disc_real_2: 0.220366969704628 (0.2213916132847468) | > loss_disc_real_3: 0.26337599754333496 (0.25867592170834547) | > loss_disc_real_4: 0.2815418243408203 (0.24514694325625896) | > loss_disc_real_5: 0.2794470191001892 (0.22695230009655157) | > loss_0: 2.430570125579834 (2.3939798374970755) | > loss_gen: 2.620628595352173 (2.4116311371326447) | > loss_kl: 1.9105013608932495 (2.7243441343307495) | > loss_feat: 8.517016410827637 (6.868173539638519) | > loss_mel: 17.648759841918945 (17.90838086605072) | > loss_duration: 2.383260726928711 (2.3177306751410165) | > loss_1: 33.080169677734375 (32.23026069005329)  --> STEP: 25 | > loss_disc: 2.5747263431549072 (2.4012096977233885) | > loss_disc_real_0: 0.2012042999267578 (0.1275823876261711) | > loss_disc_real_1: 0.21573235094547272 (0.2309420382976532) | > loss_disc_real_2: 0.22524341940879822 (0.22154568552970885) | > loss_disc_real_3: 0.26443979144096375 (0.2589064764976502) | > loss_disc_real_4: 0.29351896047592163 (0.24708182394504546) | > loss_disc_real_5: 0.3030199408531189 (0.22999500572681428) | > loss_0: 2.5747263431549072 (2.4012096977233885) | > loss_gen: 2.354109764099121 (2.409330282211304) | > loss_kl: 2.737091541290283 (2.724854030609131) | > loss_feat: 8.9717435836792 (6.952316341400146) | > loss_mel: 17.094823837280273 (17.875838584899903) | > loss_duration: 2.356696128845215 (2.3192892932891844) | > loss_1: 33.51446533203125 (32.281628875732416)  --> STEP: 26 | > loss_disc: 2.3441083431243896 (2.399013491777273) | > loss_disc_real_0: 0.08211474865674973 (0.12583363228119337) | > loss_disc_real_1: 0.13416095077991486 (0.22721968877774018) | > loss_disc_real_2: 0.1492597758769989 (0.21876545823537386) | > loss_disc_real_3: 0.11520617455244064 (0.2533795418074498) | > loss_disc_real_4: 0.07607424259185791 (0.2405046092776152) | > loss_disc_real_5: 0.07881040871143341 (0.224180213533915) | > loss_0: 2.3441083431243896 (2.399013491777273) | > loss_gen: 1.7993278503417969 (2.385868650216323) | > loss_kl: 2.022634267807007 (2.6978455781936646) | > loss_feat: 10.876398086547852 (7.103242562367366) | > loss_mel: 19.000734329223633 (17.91910380583543) | > loss_duration: 2.2540955543518066 (2.316781841791593) | > loss_1: 35.95319366455078 (32.42284290607159) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024523551647479716 (-0.00014131802778977664) | > avg_loss_disc: 2.399013491777273 (-0.02323777859027576) | > avg_loss_disc_real_0: 0.12583363228119337 (-0.06808213860942766) | > avg_loss_disc_real_1: 0.22721968877774018 (+0.08199895287935549) | > avg_loss_disc_real_2: 0.21876545823537386 (-0.023304433776782124) | > avg_loss_disc_real_3: 0.2533795418074498 (+0.011111315626364554) | > avg_loss_disc_real_4: 0.2405046092776152 (+0.005549900806867181) | > avg_loss_disc_real_5: 0.224180213533915 (+0.007543918605034172) | > avg_loss_0: 2.399013491777273 (-0.02323777859027576) | > avg_loss_gen: 2.385868650216323 (-0.06345544411585813) | > avg_loss_kl: 2.6978455781936646 (+0.11138714735324573) | > avg_loss_feat: 7.103242562367366 (-0.16538161497849657) | > avg_loss_mel: 17.91910380583543 (+0.2501123501704292) | > avg_loss_duration: 2.316781841791593 (-0.005078902611365788) | > avg_loss_1: 32.42284290607159 (+0.127583870520958)  > EPOCH: 502/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:14:20)   --> TIME: 2024-06-11 13:14:27 -- STEP: 14/330 -- GLOBAL_STEP: 253675 | > loss_disc: 2.235257625579834 (2.3154586212975636) | > loss_disc_real_0: 0.11480285227298737 (0.102327646953719) | > loss_disc_real_1: 0.17682543396949768 (0.18927405881030218) | > loss_disc_real_2: 0.1819073110818863 (0.20704813301563263) | > loss_disc_real_3: 0.23427626490592957 (0.22543375832693918) | > loss_disc_real_4: 0.22575214505195618 (0.2250462206346648) | > loss_disc_real_5: 0.19770830869674683 (0.21884260645934514) | > loss_0: 2.235257625579834 (2.3154586212975636) | > grad_norm_0: tensor(9.7726, device='cuda:0') (tensor(10.6169, device='cuda:0')) | > loss_gen: 2.6443026065826416 (2.477050151143755) | > loss_kl: 1.878259539604187 (1.8999160613332475) | > loss_feat: 7.30178165435791 (6.945897783551898) | > loss_mel: 17.236404418945312 (18.154922076633998) | > loss_duration: 2.0397632122039795 (2.1126656191689626) | > loss_1: 31.10051155090332 (31.59045151301793) | > grad_norm_1: tensor(173.4911, device='cuda:0') (tensor(113.5416, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.3595 (0.3619041953768049) | > loader_time: 0.003 (0.0030691453388759066)  --> TIME: 2024-06-11 13:14:36 -- STEP: 39/330 -- GLOBAL_STEP: 253700 | > loss_disc: 2.377314567565918 (2.3104008955833244) | > loss_disc_real_0: 0.08200232684612274 (0.10502697068911332) | > loss_disc_real_1: 0.1726032793521881 (0.19089175913578424) | > loss_disc_real_2: 0.21069836616516113 (0.20958212552926478) | > loss_disc_real_3: 0.2193116843700409 (0.2246670589233056) | > loss_disc_real_4: 0.22855645418167114 (0.23043190592374557) | > loss_disc_real_5: 0.22699269652366638 (0.21773745425236532) | > loss_0: 2.377314567565918 (2.3104008955833244) | > grad_norm_0: tensor(9.0462, device='cuda:0') (tensor(10.6265, device='cuda:0')) | > loss_gen: 2.4133684635162354 (2.4998419407086496) | > loss_kl: 1.7925012111663818 (1.8774363352702215) | > loss_feat: 7.483081817626953 (7.097323588835887) | > loss_mel: 17.63563346862793 (18.054533444918118) | > loss_duration: 2.0382702350616455 (2.0453406327810044) | > loss_1: 31.362855911254883 (31.574475948627178) | > grad_norm_1: tensor(108.6206, device='cuda:0') (tensor(125.9853, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.365 (0.36014430339519793) | > loader_time: 0.0034 (0.0032919186812180737)  --> TIME: 2024-06-11 13:14:45 -- STEP: 64/330 -- GLOBAL_STEP: 253725 | > loss_disc: 2.3868296146392822 (2.332413699477911) | > loss_disc_real_0: 0.1253216564655304 (0.10828588274307549) | > loss_disc_real_1: 0.20022648572921753 (0.19283422827720642) | > loss_disc_real_2: 0.2244071364402771 (0.21014347136951983) | > loss_disc_real_3: 0.24107524752616882 (0.22820857330225408) | > loss_disc_real_4: 0.24439804255962372 (0.2323877695016563) | > loss_disc_real_5: 0.22872857749462128 (0.21986133116297424) | > loss_0: 2.3868296146392822 (2.332413699477911) | > grad_norm_0: tensor(8.4623, device='cuda:0') (tensor(11.3275, device='cuda:0')) | > loss_gen: 2.4942755699157715 (2.4973905161023144) | > loss_kl: 1.9090855121612549 (1.8779427334666252) | > loss_feat: 6.814212322235107 (7.138519786298275) | > loss_mel: 18.15498161315918 (18.021005511283867) | > loss_duration: 2.014955520629883 (2.0240747705101962) | > loss_1: 31.38751220703125 (31.558933407068253) | > grad_norm_1: tensor(237.8403, device='cuda:0') (tensor(125.0929, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.3723 (0.3609400428831578) | > loader_time: 0.0035 (0.0033904798328876495)  --> TIME: 2024-06-11 13:14:54 -- STEP: 89/330 -- GLOBAL_STEP: 253750 | > loss_disc: 2.377135753631592 (2.335104939642919) | > loss_disc_real_0: 0.1629156470298767 (0.10956025224053458) | > loss_disc_real_1: 0.189322829246521 (0.19347262081135533) | > loss_disc_real_2: 0.2190011441707611 (0.21141656245408433) | > loss_disc_real_3: 0.26662999391555786 (0.22922621985499778) | > loss_disc_real_4: 0.20792925357818604 (0.2304208084438624) | > loss_disc_real_5: 0.18822187185287476 (0.2197485330064645) | > loss_0: 2.377135753631592 (2.335104939642919) | > grad_norm_0: tensor(34.7923, device='cuda:0') (tensor(13.0083, device='cuda:0')) | > loss_gen: 2.4705848693847656 (2.500810674067294) | > loss_kl: 1.843507170677185 (1.896710168109851) | > loss_feat: 6.604244709014893 (7.14333389582259) | > loss_mel: 17.707780838012695 (17.992132422629354) | > loss_duration: 2.013482093811035 (2.016063371401154) | > loss_1: 30.639598846435547 (31.54905055614) | > grad_norm_1: tensor(275.2926, device='cuda:0') (tensor(145.5016, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.3694 (0.36243990298067585) | > loader_time: 0.0036 (0.0034982381242044855)  --> TIME: 2024-06-11 13:15:04 -- STEP: 114/330 -- GLOBAL_STEP: 253775 | > loss_disc: 2.297679901123047 (2.3394986851173556) | > loss_disc_real_0: 0.07617611438035965 (0.1102331236919813) | > loss_disc_real_1: 0.18352250754833221 (0.19435523385018638) | > loss_disc_real_2: 0.20865163207054138 (0.21200609769214662) | > loss_disc_real_3: 0.21846285462379456 (0.22868082620072783) | > loss_disc_real_4: 0.2499188780784607 (0.23136287443993384) | > loss_disc_real_5: 0.17963838577270508 (0.2200561735713691) | > loss_0: 2.297679901123047 (2.3394986851173556) | > grad_norm_0: tensor(13.4809, device='cuda:0') (tensor(16.4781, device='cuda:0')) | > loss_gen: 2.5576581954956055 (2.506115530666552) | > loss_kl: 1.9946478605270386 (1.9124580151156376) | > loss_feat: 7.78544282913208 (7.152280983171965) | > loss_mel: 19.029621124267578 (17.941982269287095) | > loss_duration: 2.0258264541625977 (2.016961877806145) | > loss_1: 33.39319610595703 (31.5297987251951) | > grad_norm_1: tensor(297.8107, device='cuda:0') (tensor(177.5293, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.3727 (0.36415162002831175) | > loader_time: 0.0041 (0.0035743357842428643)  --> TIME: 2024-06-11 13:15:13 -- STEP: 139/330 -- GLOBAL_STEP: 253800 | > loss_disc: 2.1877894401550293 (2.3394977068729554) | > loss_disc_real_0: 0.0799684226512909 (0.11008208815892823) | > loss_disc_real_1: 0.17770004272460938 (0.1946821848479964) | > loss_disc_real_2: 0.16972680389881134 (0.21200757747073826) | > loss_disc_real_3: 0.19264046847820282 (0.2283521738412569) | > loss_disc_real_4: 0.18769226968288422 (0.23078194614365805) | > loss_disc_real_5: 0.17799663543701172 (0.21959070604053332) | > loss_0: 2.1877894401550293 (2.3394977068729554) | > grad_norm_0: tensor(21.9204, device='cuda:0') (tensor(18.4712, device='cuda:0')) | > loss_gen: 2.6829118728637695 (2.5084379233902308) | > loss_kl: 1.9087804555892944 (1.9223206943745235) | > loss_feat: 7.92178201675415 (7.138153192808303) | > loss_mel: 17.85076141357422 (17.92596376542563) | > loss_duration: 2.083801031112671 (2.0217783965652796) | > loss_1: 32.448036193847656 (31.516654007726437) | > grad_norm_1: tensor(351.3170, device='cuda:0') (tensor(199.9166, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.3853 (0.36554562616691316) | > loader_time: 0.0046 (0.0036669926677676415)  --> TIME: 2024-06-11 13:15:24 -- STEP: 164/330 -- GLOBAL_STEP: 253825 | > loss_disc: 2.484896421432495 (2.3487392693031137) | > loss_disc_real_0: 0.19555878639221191 (0.11187648448366218) | > loss_disc_real_1: 0.21528446674346924 (0.19606322895099476) | > loss_disc_real_2: 0.22762282192707062 (0.21283596654127285) | > loss_disc_real_3: 0.23294615745544434 (0.22915319880334342) | > loss_disc_real_4: 0.25412118434906006 (0.23079730942845345) | > loss_disc_real_5: 0.22771355509757996 (0.22085610404610628) | > loss_0: 2.484896421432495 (2.3487392693031137) | > grad_norm_0: tensor(42.3861, device='cuda:0') (tensor(20.7574, device='cuda:0')) | > loss_gen: 2.443845272064209 (2.507667662166967) | > loss_kl: 2.0359513759613037 (1.927732238682305) | > loss_feat: 7.064517021179199 (7.116760111436611) | > loss_mel: 18.162918090820312 (17.906902859850618) | > loss_duration: 2.0943355560302734 (2.024442514268363) | > loss_1: 31.80156707763672 (31.48350540021571) | > grad_norm_1: tensor(262.1485, device='cuda:0') (tensor(219.4703, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.3978 (0.371959091686621) | > loader_time: 0.0051 (0.0038100640948225814)  --> TIME: 2024-06-11 13:15:34 -- STEP: 189/330 -- GLOBAL_STEP: 253850 | > loss_disc: 2.37544584274292 (2.3515610278598853) | > loss_disc_real_0: 0.2334892600774765 (0.11343818323479758) | > loss_disc_real_1: 0.18095770478248596 (0.19648039120214958) | > loss_disc_real_2: 0.23710371553897858 (0.21275631255573696) | > loss_disc_real_3: 0.22447150945663452 (0.22876342539749447) | > loss_disc_real_4: 0.21976730227470398 (0.22942626902035304) | > loss_disc_real_5: 0.19281750917434692 (0.22064716349203117) | > loss_0: 2.37544584274292 (2.3515610278598853) | > grad_norm_0: tensor(92.7713, device='cuda:0') (tensor(23.9066, device='cuda:0')) | > loss_gen: 2.7152440547943115 (2.5089928637105965) | > loss_kl: 2.0927114486694336 (1.932804441956616) | > loss_feat: 7.339785575866699 (7.1208066334800115) | > loss_mel: 17.539833068847656 (17.88130533127558) | > loss_duration: 2.111396551132202 (2.03167524413457) | > loss_1: 31.79897117614746 (31.47558452464916) | > grad_norm_1: tensor(538.6302, device='cuda:0') (tensor(240.7030, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.4156 (0.37596962060877887) | > loader_time: 0.0053 (0.003972389079906322)  --> TIME: 2024-06-11 13:15:44 -- STEP: 214/330 -- GLOBAL_STEP: 253875 | > loss_disc: 2.353370428085327 (2.3526566496519297) | > loss_disc_real_0: 0.10947896540164948 (0.11434406508630682) | > loss_disc_real_1: 0.19010132551193237 (0.19680748489972588) | > loss_disc_real_2: 0.2127029150724411 (0.21279686174103032) | > loss_disc_real_3: 0.22451888024806976 (0.22922521439668175) | > loss_disc_real_4: 0.23766133189201355 (0.22945559609716185) | > loss_disc_real_5: 0.2530583441257477 (0.220607334138634) | > loss_0: 2.353370428085327 (2.3526566496519297) | > grad_norm_0: tensor(53.1360, device='cuda:0') (tensor(25.2271, device='cuda:0')) | > loss_gen: 2.4149627685546875 (2.5081801403348702) | > loss_kl: 1.9424364566802979 (1.9399479438211316) | > loss_feat: 6.608663558959961 (7.141003588649714) | > loss_mel: 17.3278751373291 (17.88411816926761) | > loss_duration: 2.148261070251465 (2.0388125738250875) | > loss_1: 30.44219970703125 (31.512062456006202) | > grad_norm_1: tensor(415.5311, device='cuda:0') (tensor(254.2842, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.4123 (0.3792515647745578) | > loader_time: 0.0049 (0.004100151151140159)  --> TIME: 2024-06-11 13:15:55 -- STEP: 239/330 -- GLOBAL_STEP: 253900 | > loss_disc: 2.4098427295684814 (2.3548537527666937) | > loss_disc_real_0: 0.11253237724304199 (0.11495608652485963) | > loss_disc_real_1: 0.17484183609485626 (0.19715295744490924) | > loss_disc_real_2: 0.20275937020778656 (0.21248967010356393) | > loss_disc_real_3: 0.22648747265338898 (0.22924935867596868) | > loss_disc_real_4: 0.2400926798582077 (0.22945939964579737) | > loss_disc_real_5: 0.2345408946275711 (0.22106330096721646) | > loss_0: 2.4098427295684814 (2.3548537527666937) | > grad_norm_0: tensor(6.0358, device='cuda:0') (tensor(25.5617, device='cuda:0')) | > loss_gen: 2.3778817653656006 (2.502459646767653) | > loss_kl: 2.0098507404327393 (1.9435725531318697) | > loss_feat: 6.871334075927734 (7.117170816684866) | > loss_mel: 17.76239013671875 (17.82454896072964) | > loss_duration: 2.086799383163452 (2.0471795762433165) | > loss_1: 31.10825538635254 (31.434931575503807) | > grad_norm_1: tensor(183.9796, device='cuda:0') (tensor(261.7613, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.4149 (0.38218750115717803) | > loader_time: 0.0059 (0.004229264279289724)  --> TIME: 2024-06-11 13:16:06 -- STEP: 264/330 -- GLOBAL_STEP: 253925 | > loss_disc: 2.268402338027954 (2.354084315625105) | > loss_disc_real_0: 0.06079930067062378 (0.11508113803398429) | > loss_disc_real_1: 0.16852065920829773 (0.19697871234155062) | > loss_disc_real_2: 0.2186145931482315 (0.2124977861954407) | > loss_disc_real_3: 0.2094317078590393 (0.22903730912190495) | > loss_disc_real_4: 0.22671706974506378 (0.22923364100808447) | > loss_disc_real_5: 0.21473731100559235 (0.22081766808123296) | > loss_0: 2.268402338027954 (2.354084315625105) | > grad_norm_0: tensor(41.6208, device='cuda:0') (tensor(26.7824, device='cuda:0')) | > loss_gen: 2.7313437461853027 (2.500619857600242) | > loss_kl: 2.0269362926483154 (1.9503525206536958) | > loss_feat: 7.3482818603515625 (7.126857396328088) | > loss_mel: 16.83405113220215 (17.79461280504864) | > loss_duration: 2.171677350997925 (2.0546395643190896) | > loss_1: 31.11229133605957 (31.42708218458927) | > grad_norm_1: tensor(552.0036, device='cuda:0') (tensor(275.4559, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.4455 (0.38634184725356824) | > loader_time: 0.0057 (0.004363180109948823)  --> TIME: 2024-06-11 13:16:17 -- STEP: 289/330 -- GLOBAL_STEP: 253950 | > loss_disc: 2.4864087104797363 (2.3525128249066105) | > loss_disc_real_0: 0.19262556731700897 (0.11671720896315822) | > loss_disc_real_1: 0.1955125778913498 (0.19744993689563453) | > loss_disc_real_2: 0.2171950340270996 (0.21247777306703544) | > loss_disc_real_3: 0.2660994529724121 (0.22893791973178362) | > loss_disc_real_4: 0.2063358873128891 (0.22817404970372013) | > loss_disc_real_5: 0.24076755344867706 (0.2200419769258235) | > loss_0: 2.4864087104797363 (2.3525128249066105) | > grad_norm_0: tensor(22.3913, device='cuda:0') (tensor(28.8461, device='cuda:0')) | > loss_gen: 2.5153565406799316 (2.5079915284285503) | > loss_kl: 1.9007371664047241 (1.954951801927032) | > loss_feat: 6.526782512664795 (7.157805498908546) | > loss_mel: 16.858505249023438 (17.75556532651909) | > loss_duration: 2.211888074874878 (2.064101148229156) | > loss_1: 30.013269424438477 (31.44041533948641) | > grad_norm_1: tensor(567.7994, device='cuda:0') (tensor(289.5696, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.4551 (0.3916921706348142) | > loader_time: 0.0071 (0.0045558977292070755)  --> TIME: 2024-06-11 13:16:30 -- STEP: 314/330 -- GLOBAL_STEP: 253975 | > loss_disc: 2.467012643814087 (2.356815649445651) | > loss_disc_real_0: 0.15084584057331085 (0.11814869078955832) | > loss_disc_real_1: 0.19677476584911346 (0.1979844554024897) | > loss_disc_real_2: 0.21170403063297272 (0.21261603627235268) | > loss_disc_real_3: 0.2433048039674759 (0.2288676341343078) | > loss_disc_real_4: 0.19863449037075043 (0.22805931813018337) | > loss_disc_real_5: 0.23754309117794037 (0.22043905895986374) | > loss_0: 2.467012643814087 (2.356815649445651) | > grad_norm_0: tensor(33.2083, device='cuda:0') (tensor(31.4452, device='cuda:0')) | > loss_gen: 2.5333330631256104 (2.508731969602549) | > loss_kl: 1.9276543855667114 (1.9577822628294586) | > loss_feat: 7.628448963165283 (7.174965454514617) | > loss_mel: 18.563955307006836 (17.7125023945122) | > loss_duration: 2.270017623901367 (2.0766926054741917) | > loss_1: 32.92340850830078 (31.4306747412226) | > grad_norm_1: tensor(78.3830, device='cuda:0') (tensor(299.5905, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.5265 (0.40020150515683894) | > loader_time: 0.0085 (0.004775478581714023)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.406703233718872 (2.406703233718872) | > loss_disc_real_0: 0.11308427900075912 (0.11308427900075912) | > loss_disc_real_1: 0.17005617916584015 (0.17005617916584015) | > loss_disc_real_2: 0.209929421544075 (0.209929421544075) | > loss_disc_real_3: 0.25619256496429443 (0.25619256496429443) | > loss_disc_real_4: 0.27988460659980774 (0.27988460659980774) | > loss_disc_real_5: 0.26447397470474243 (0.26447397470474243) | > loss_0: 2.406703233718872 (2.406703233718872) | > loss_gen: 2.4354658126831055 (2.4354658126831055) | > loss_kl: 1.5569190979003906 (1.5569190979003906) | > loss_feat: 7.755152225494385 (7.755152225494385) | > loss_mel: 17.339397430419922 (17.339397430419922) | > loss_duration: 2.9613795280456543 (2.9613795280456543) | > loss_1: 32.04831314086914 (32.04831314086914)  --> STEP: 1 | > loss_disc: 2.28181529045105 (2.28181529045105) | > loss_disc_real_0: 0.10416907072067261 (0.10416907072067261) | > loss_disc_real_1: 0.13110293447971344 (0.13110293447971344) | > loss_disc_real_2: 0.2283809632062912 (0.2283809632062912) | > loss_disc_real_3: 0.2677851915359497 (0.2677851915359497) | > loss_disc_real_4: 0.21015749871730804 (0.21015749871730804) | > loss_disc_real_5: 0.1758548617362976 (0.1758548617362976) | > loss_0: 2.28181529045105 (2.28181529045105) | > loss_gen: 2.2795770168304443 (2.2795770168304443) | > loss_kl: 2.5032615661621094 (2.5032615661621094) | > loss_feat: 6.276169776916504 (6.276169776916504) | > loss_mel: 20.052562713623047 (20.052562713623047) | > loss_duration: 2.4217538833618164 (2.4217538833618164) | > loss_1: 33.5333251953125 (33.5333251953125)  --> STEP: 2 | > loss_disc: 2.2925519943237305 (2.28718364238739) | > loss_disc_real_0: 0.04633067548274994 (0.07524987310171127) | > loss_disc_real_1: 0.1358494907617569 (0.13347621262073517) | > loss_disc_real_2: 0.24203574657440186 (0.23520835489034653) | > loss_disc_real_3: 0.262220174074173 (0.26500268280506134) | > loss_disc_real_4: 0.24442128837108612 (0.22728939354419708) | > loss_disc_real_5: 0.21243605017662048 (0.19414545595645905) | > loss_0: 2.2925519943237305 (2.28718364238739) | > loss_gen: 2.275299549102783 (2.2774382829666138) | > loss_kl: 1.824379801750183 (2.1638206839561462) | > loss_feat: 5.478806018829346 (5.877487897872925) | > loss_mel: 19.02413558959961 (19.538349151611328) | > loss_duration: 2.503520965576172 (2.462637424468994) | > loss_1: 31.106142044067383 (32.31973361968994)  --> STEP: 3 | > loss_disc: 2.577381134033203 (2.383916139602661) | > loss_disc_real_0: 0.16006509959697723 (0.10352161526679993) | > loss_disc_real_1: 0.24293622374534607 (0.16996288299560547) | > loss_disc_real_2: 0.24742242693901062 (0.23927971223990122) | > loss_disc_real_3: 0.32278749346733093 (0.2842642863591512) | > loss_disc_real_4: 0.2880842685699463 (0.2475543518861135) | > loss_disc_real_5: 0.2563161551952362 (0.21486902236938477) | > loss_0: 2.577381134033203 (2.383916139602661) | > loss_gen: 2.358966112136841 (2.304614226023356) | > loss_kl: 2.34753155708313 (2.2250576416651406) | > loss_feat: 5.556095600128174 (5.770357131958008) | > loss_mel: 20.12309455871582 (19.733264287312824) | > loss_duration: 2.3429837226867676 (2.422752857208252) | > loss_1: 32.72867202758789 (32.45604642232259)  --> STEP: 4 | > loss_disc: 2.3970084190368652 (2.387189209461212) | > loss_disc_real_0: 0.1499737799167633 (0.11513465642929077) | > loss_disc_real_1: 0.17410121858119965 (0.170997466892004) | > loss_disc_real_2: 0.1880287230014801 (0.22646696493029594) | > loss_disc_real_3: 0.2907887101173401 (0.2858953922986984) | > loss_disc_real_4: 0.24935626983642578 (0.24800483137369156) | > loss_disc_real_5: 0.233999103307724 (0.21965154260396957) | > loss_0: 2.3970084190368652 (2.387189209461212) | > loss_gen: 2.396636486053467 (2.327619791030884) | > loss_kl: 3.3079030513763428 (2.4957689940929413) | > loss_feat: 7.045614719390869 (6.089171528816223) | > loss_mel: 19.335487365722656 (19.633820056915283) | > loss_duration: 2.368124485015869 (2.4090957641601562) | > loss_1: 34.453765869140625 (32.9554762840271)  --> STEP: 5 | > loss_disc: 2.647961139678955 (2.4393435955047607) | > loss_disc_real_0: 0.19958800077438354 (0.13202532529830932) | > loss_disc_real_1: 0.14685295522212982 (0.16616856455802917) | > loss_disc_real_2: 0.305178165435791 (0.24220920503139495) | > loss_disc_real_3: 0.2999303340911865 (0.28870238065719606) | > loss_disc_real_4: 0.31424596905708313 (0.2612530589103699) | > loss_disc_real_5: 0.2971521019935608 (0.23515165448188782) | > loss_0: 2.647961139678955 (2.4393435955047607) | > loss_gen: 2.5287954807281494 (2.367854928970337) | > loss_kl: 2.156028985977173 (2.4278209924697878) | > loss_feat: 6.8769025802612305 (6.246717739105224) | > loss_mel: 18.793888092041016 (19.46583366394043) | > loss_duration: 2.3218305110931396 (2.391642713546753) | > loss_1: 32.67744445800781 (32.89986991882324)  --> STEP: 6 | > loss_disc: 2.286574125289917 (2.41388201713562) | > loss_disc_real_0: 0.1518040895462036 (0.13532178600629172) | > loss_disc_real_1: 0.16093024611473083 (0.16529551148414612) | > loss_disc_real_2: 0.22680938243865967 (0.23964256793260574) | > loss_disc_real_3: 0.20292003452777863 (0.2744053229689598) | > loss_disc_real_4: 0.2106398046016693 (0.2528175165255864) | > loss_disc_real_5: 0.2060367912054062 (0.23029917726914087) | > loss_0: 2.286574125289917 (2.41388201713562) | > loss_gen: 2.348767042160034 (2.364673614501953) | > loss_kl: 2.2212815284729004 (2.3933977484703064) | > loss_feat: 6.82316255569458 (6.34279187520345) | > loss_mel: 19.4449520111084 (19.462353388468426) | > loss_duration: 2.170640468597412 (2.3548090060551963) | > loss_1: 33.0088005065918 (32.91802501678467)  --> STEP: 7 | > loss_disc: 2.404927968978882 (2.412602867398943) | > loss_disc_real_0: 0.20261536538600922 (0.1449351544891085) | > loss_disc_real_1: 0.17114078998565674 (0.1661305512700762) | > loss_disc_real_2: 0.2421669214963913 (0.2400031898702894) | > loss_disc_real_3: 0.30211564898490906 (0.2783639409712383) | > loss_disc_real_4: 0.28180357813835144 (0.25695838247026714) | > loss_disc_real_5: 0.2266809195280075 (0.22978228330612183) | > loss_0: 2.404927968978882 (2.412602867398943) | > loss_gen: 2.5482044219970703 (2.39089230128697) | > loss_kl: 4.054079532623291 (2.630638003349304) | > loss_feat: 6.610359191894531 (6.381015777587891) | > loss_mel: 16.371366500854492 (19.020783833095006) | > loss_duration: 2.523500919342041 (2.3789078508104597) | > loss_1: 32.10750961303711 (32.80223710196359)  --> STEP: 8 | > loss_disc: 2.726048469543457 (2.4517835676670074) | > loss_disc_real_0: 0.14747020602226257 (0.14525203593075275) | > loss_disc_real_1: 0.15507297217845917 (0.16474835388362408) | > loss_disc_real_2: 0.2427663654088974 (0.2403485868126154) | > loss_disc_real_3: 0.284884512424469 (0.2791790124028921) | > loss_disc_real_4: 0.38422900438308716 (0.27286721020936966) | > loss_disc_real_5: 0.25123879313468933 (0.23246434703469276) | > loss_0: 2.726048469543457 (2.4517835676670074) | > loss_gen: 2.280911922454834 (2.377144753932953) | > loss_kl: 2.5350942611694336 (2.6186950355768204) | > loss_feat: 7.7626776695251465 (6.553723514080048) | > loss_mel: 17.71262550354004 (18.857264041900635) | > loss_duration: 2.2587146759033203 (2.3638837039470673) | > loss_1: 32.550025939941406 (32.770710706710815)  --> STEP: 9 | > loss_disc: 2.4369890689849854 (2.450139734480116) | > loss_disc_real_0: 0.18889020383358002 (0.1501007212532891) | > loss_disc_real_1: 0.1477549523115158 (0.1628601981533898) | > loss_disc_real_2: 0.28666916489601135 (0.2454953177107705) | > loss_disc_real_3: 0.26592424511909485 (0.2777062604824702) | > loss_disc_real_4: 0.24905136227607727 (0.2702210048834483) | > loss_disc_real_5: 0.20230604708194733 (0.22911342481772104) | > loss_0: 2.4369890689849854 (2.450139734480116) | > loss_gen: 2.5861525535583496 (2.400367842780219) | > loss_kl: 2.6640748977661133 (2.623737242486742) | > loss_feat: 7.795410633087158 (6.691688749525282) | > loss_mel: 17.668790817260742 (18.72521146138509) | > loss_duration: 2.170898199081421 (2.3424408700731068) | > loss_1: 32.88532638549805 (32.78344578213162)  --> STEP: 10 | > loss_disc: 2.65710186958313 (2.4708359479904174) | > loss_disc_real_0: 0.2126377373933792 (0.15635442286729812) | > loss_disc_real_1: 0.23676012456417084 (0.17025019079446793) | > loss_disc_real_2: 0.31290754675865173 (0.2522365406155586) | > loss_disc_real_3: 0.2979826033115387 (0.279733894765377) | > loss_disc_real_4: 0.307119756937027 (0.27391088008880615) | > loss_disc_real_5: 0.2408519685268402 (0.23028727918863295) | > loss_0: 2.65710186958313 (2.4708359479904174) | > loss_gen: 2.6229825019836426 (2.4226293087005617) | > loss_kl: 3.5111148357391357 (2.712475001811981) | > loss_feat: 5.823071479797363 (6.60482702255249) | > loss_mel: 17.967445373535156 (18.6494348526001) | > loss_duration: 2.3463284969329834 (2.342829632759094) | > loss_1: 32.27094268798828 (32.73219547271729)  --> STEP: 11 | > loss_disc: 2.840296983718872 (2.5044233148748223) | > loss_disc_real_0: 0.18801455199718475 (0.15923261642456055) | > loss_disc_real_1: 0.27726513147354126 (0.17997882176529278) | > loss_disc_real_2: 0.2595965564250946 (0.25290563296188007) | > loss_disc_real_3: 0.2989826798439026 (0.2814837843179703) | > loss_disc_real_4: 0.2663946747779846 (0.27322758869691327) | > loss_disc_real_5: 0.24695828557014465 (0.23180282522331586) | > loss_0: 2.840296983718872 (2.5044233148748223) | > loss_gen: 2.174504518508911 (2.4000725095922295) | > loss_kl: 3.3694372177124023 (2.7721988396211104) | > loss_feat: 5.702805519104004 (6.522825067693537) | > loss_mel: 17.390016555786133 (18.534942280162465) | > loss_duration: 2.4908535480499268 (2.3562863523309883) | > loss_1: 31.12761878967285 (32.58632486516779)  --> STEP: 12 | > loss_disc: 2.4492239952087402 (2.4998233715693154) | > loss_disc_real_0: 0.09099868685007095 (0.15354645562668642) | > loss_disc_real_1: 0.1524999737739563 (0.17768891776601473) | > loss_disc_real_2: 0.1617354303598404 (0.24530811607837677) | > loss_disc_real_3: 0.30255818367004395 (0.2832399842639764) | > loss_disc_real_4: 0.2213071584701538 (0.26890088617801666) | > loss_disc_real_5: 0.285258948802948 (0.2362575021882852) | > loss_0: 2.4492239952087402 (2.4998233715693154) | > loss_gen: 2.1483747959136963 (2.3790977001190186) | > loss_kl: 2.840592861175537 (2.7778983414173126) | > loss_feat: 6.170663833618164 (6.493478298187256) | > loss_mel: 19.07522201538086 (18.579965591430664) | > loss_duration: 2.2739837169647217 (2.349427799383799) | > loss_1: 32.50883865356445 (32.579867680867515)  --> STEP: 13 | > loss_disc: 2.5144667625427246 (2.5009497862595778) | > loss_disc_real_0: 0.18568962812423706 (0.15601900735726723) | > loss_disc_real_1: 0.199945867061615 (0.1794009907887532) | > loss_disc_real_2: 0.2569885849952698 (0.24620661368736854) | > loss_disc_real_3: 0.25162604451179504 (0.2808081427445778) | > loss_disc_real_4: 0.18650288879871368 (0.26256257868730104) | > loss_disc_real_5: 0.15600693225860596 (0.23008438142446372) | > loss_0: 2.5144667625427246 (2.5009497862595778) | > loss_gen: 2.0472636222839355 (2.3535720018240123) | > loss_kl: 3.2542343139648438 (2.814539570074815) | > loss_feat: 5.749399185180664 (6.436241443340595) | > loss_mel: 14.318285942077637 (18.25214407994197) | > loss_duration: 2.208667039871216 (2.338600048652062) | > loss_1: 27.577850341796875 (32.195097116323616)  --> STEP: 14 | > loss_disc: 2.503653049468994 (2.5011428764888217) | > loss_disc_real_0: 0.1487434357404709 (0.1554993236703532) | > loss_disc_real_1: 0.13212136924266815 (0.17602387496403285) | > loss_disc_real_2: 0.24349439144134521 (0.24601288352693831) | > loss_disc_real_3: 0.30679187178611755 (0.2826641233904021) | > loss_disc_real_4: 0.3287806808948517 (0.2672924431306975) | > loss_disc_real_5: 0.2383027821779251 (0.23067141004971095) | > loss_0: 2.503653049468994 (2.5011428764888217) | > loss_gen: 2.408682107925415 (2.3575084379741122) | > loss_kl: 2.9541027545928955 (2.8245083689689636) | > loss_feat: 6.611403942108154 (6.44875305039542) | > loss_mel: 18.95633316040039 (18.302443299974716) | > loss_duration: 2.3531601428985596 (2.339640055383955) | > loss_1: 33.2836799621582 (32.27285303388323)  --> STEP: 15 | > loss_disc: 2.623626947402954 (2.5093084812164306) | > loss_disc_real_0: 0.17179949581623077 (0.1565860018134117) | > loss_disc_real_1: 0.13446171581745148 (0.17325306435426077) | > loss_disc_real_2: 0.308456152677536 (0.25017576813697817) | > loss_disc_real_3: 0.26994720101356506 (0.28181632856527966) | > loss_disc_real_4: 0.2439354807138443 (0.26573531230290726) | > loss_disc_real_5: 0.2747146189212799 (0.23360762397448223) | > loss_0: 2.623626947402954 (2.5093084812164306) | > loss_gen: 2.3415918350219727 (2.3564473311106364) | > loss_kl: 3.6050713062286377 (2.8765458981196086) | > loss_feat: 7.288631916046143 (6.5047449747721355) | > loss_mel: 18.79700469970703 (18.335414059956868) | > loss_duration: 2.3299291133880615 (2.3389926592508954) | > loss_1: 34.36222839355469 (32.412144724528)  --> STEP: 16 | > loss_disc: 2.34043550491333 (2.498753920197487) | > loss_disc_real_0: 0.07553732395172119 (0.15152045944705606) | > loss_disc_real_1: 0.1779523640871048 (0.17354677058756351) | > loss_disc_real_2: 0.2302561104297638 (0.24893078953027728) | > loss_disc_real_3: 0.25541022419929504 (0.2801659470424056) | > loss_disc_real_4: 0.25822433829307556 (0.26526587642729277) | > loss_disc_real_5: 0.2224864512681961 (0.23291255068033934) | > loss_0: 2.34043550491333 (2.498753920197487) | > loss_gen: 2.307767868041992 (2.353404864668846) | > loss_kl: 2.603271007537842 (2.859466217458248) | > loss_feat: 6.312686443328857 (6.4927413165569305) | > loss_mel: 16.730426788330078 (18.235102355480194) | > loss_duration: 2.4199442863464355 (2.3440521359443665) | > loss_1: 30.37409782409668 (32.28476679325104)  --> STEP: 17 | > loss_disc: 2.9267969131469727 (2.5239329197827507) | > loss_disc_real_0: 0.39361128211021423 (0.16576109607430065) | > loss_disc_real_1: 0.2445724606513977 (0.17772475235602436) | > loss_disc_real_2: 0.2772044241428375 (0.2505939445074867) | > loss_disc_real_3: 0.3172364830970764 (0.28234656681032744) | > loss_disc_real_4: 0.26544836163520813 (0.2652766108512878) | > loss_disc_real_5: 0.32475584745407104 (0.23831509754938238) | > loss_0: 2.9267969131469727 (2.5239329197827507) | > loss_gen: 2.3284080028533936 (2.351934461032643) | > loss_kl: 2.5692293643951416 (2.8423934613957123) | > loss_feat: 4.059109210968018 (6.349586486816406) | > loss_mel: 16.874568939208984 (18.155070978052475) | > loss_duration: 2.380849599838257 (2.346216692644007) | > loss_1: 28.2121639251709 (32.04520191865809)  --> STEP: 18 | > loss_disc: 2.1937508583068848 (2.5055894719229803) | > loss_disc_real_0: 0.050840988755226135 (0.1593766456676854) | > loss_disc_real_1: 0.09699031710624695 (0.17323950595325893) | > loss_disc_real_2: 0.14927181601524353 (0.24496493736902872) | > loss_disc_real_3: 0.2338409125804901 (0.27965180824200314) | > loss_disc_real_4: 0.2649369239807129 (0.2652577393584781) | > loss_disc_real_5: 0.17179948091506958 (0.23461978551414278) | > loss_0: 2.1937508583068848 (2.5055894719229803) | > loss_gen: 2.199835777282715 (2.343484534157647) | > loss_kl: 3.3312089443206787 (2.869549877113766) | > loss_feat: 7.4427103996276855 (6.410315593083699) | > loss_mel: 20.64678955078125 (18.293499787648518) | > loss_duration: 2.244032382965088 (2.3405397865507336) | > loss_1: 35.86457824707031 (32.25738949245877)  --> STEP: 19 | > loss_disc: 2.6557037830352783 (2.5134902251394173) | > loss_disc_real_0: 0.19650891423225403 (0.16133097559213638) | > loss_disc_real_1: 0.22747372090816498 (0.17609393831930661) | > loss_disc_real_2: 0.28156954050064087 (0.24689149542858727) | > loss_disc_real_3: 0.2835152745246887 (0.2798551485726708) | > loss_disc_real_4: 0.32417193055152893 (0.2683584862633755) | > loss_disc_real_5: 0.28169670701026917 (0.23709751822446523) | > loss_0: 2.6557037830352783 (2.5134902251394173) | > loss_gen: 2.375413656234741 (2.3451650142669678) | > loss_kl: 1.78075110912323 (2.812244678798475) | > loss_feat: 6.581137657165527 (6.419306228035374) | > loss_mel: 17.66227912902832 (18.26027764772114) | > loss_duration: 2.336338996887207 (2.3403186923579167) | > loss_1: 30.735919952392578 (32.17731214824476)  --> STEP: 20 | > loss_disc: 2.4037024974823 (2.508000838756561) | > loss_disc_real_0: 0.15768200159072876 (0.161148526892066) | > loss_disc_real_1: 0.13930223882198334 (0.17425435334444045) | > loss_disc_real_2: 0.2604801058769226 (0.24757092595100402) | > loss_disc_real_3: 0.24028749763965607 (0.2778767660260201) | > loss_disc_real_4: 0.25746390223503113 (0.26781375706195826) | > loss_disc_real_5: 0.22426746785640717 (0.2364560157060623) | > loss_0: 2.4037024974823 (2.508000838756561) | > loss_gen: 2.3851561546325684 (2.347164571285248) | > loss_kl: 1.8673814535140991 (2.765001517534256) | > loss_feat: 6.016322612762451 (6.3991570472717285) | > loss_mel: 17.64375114440918 (18.22945132255554) | > loss_duration: 2.3049635887145996 (2.338550937175751) | > loss_1: 30.217575073242188 (32.07932529449463)  --> STEP: 21 | > loss_disc: 2.3650569915771484 (2.5011939888908747) | > loss_disc_real_0: 0.17150792479515076 (0.16164183155411765) | > loss_disc_real_1: 0.23866242170333862 (0.1773214042186737) | > loss_disc_real_2: 0.17936258018016815 (0.24432290948572613) | > loss_disc_real_3: 0.24585369229316711 (0.27635185775302706) | > loss_disc_real_4: 0.2761736512184143 (0.26821184725988473) | > loss_disc_real_5: 0.16596795618534088 (0.23309944144317082) | > loss_0: 2.3650569915771484 (2.5011939888908747) | > loss_gen: 2.426121950149536 (2.3509244464692616) | > loss_kl: 2.4281115531921387 (2.7489591382798695) | > loss_feat: 5.372406959533691 (6.35026418595087) | > loss_mel: 16.819185256958008 (18.162295795622327) | > loss_duration: 2.191978931427002 (2.3315713178543818) | > loss_1: 29.237804412841797 (31.944014776320685)  --> STEP: 22 | > loss_disc: 2.5010628700256348 (2.5011880289424546) | > loss_disc_real_0: 0.1057807058095932 (0.1591026894748211) | > loss_disc_real_1: 0.14770734310150146 (0.1759753105315295) | > loss_disc_real_2: 0.20956175029277802 (0.24274285679513757) | > loss_disc_real_3: 0.2073342204093933 (0.2732146924192255) | > loss_disc_real_4: 0.2680312395095825 (0.2682036378166892) | > loss_disc_real_5: 0.1526099592447281 (0.22944082861596887) | > loss_0: 2.5010628700256348 (2.5011880289424546) | > loss_gen: 2.1631078720092773 (2.342387329448353) | > loss_kl: 2.135967493057251 (2.7210958816788415) | > loss_feat: 7.4679365158081055 (6.401067473671653) | > loss_mel: 17.941978454589844 (18.15228137102994) | > loss_duration: 2.215043067932129 (2.3262745792215522) | > loss_1: 31.924034118652344 (31.943106564608488)  --> STEP: 23 | > loss_disc: 2.628265857696533 (2.5067131519317623) | > loss_disc_real_0: 0.2939228415489197 (0.16496443521717322) | > loss_disc_real_1: 0.16827674210071564 (0.17564059016497238) | > loss_disc_real_2: 0.21259772777557373 (0.24143219901167828) | > loss_disc_real_3: 0.24955639243125916 (0.2721860706806183) | > loss_disc_real_4: 0.26159724593162537 (0.26791640338690387) | > loss_disc_real_5: 0.22924596071243286 (0.22943235609842383) | > loss_0: 2.628265857696533 (2.5067131519317623) | > loss_gen: 2.2037577629089355 (2.3363599569901177) | > loss_kl: 2.4910378456115723 (2.7110933583715693) | > loss_feat: 5.894589424133301 (6.379046688909116) | > loss_mel: 16.54111099243164 (18.082230485003926) | > loss_duration: 2.300713539123535 (2.3251632296520732) | > loss_1: 29.431209564208984 (31.83389365154764)  --> STEP: 24 | > loss_disc: 2.4651615619659424 (2.5049818356831866) | > loss_disc_real_0: 0.165911465883255 (0.16500389482825997) | > loss_disc_real_1: 0.13526497781276703 (0.1739582729836305) | > loss_disc_real_2: 0.362693190574646 (0.24648474032680193) | > loss_disc_real_3: 0.2757195830345154 (0.2723333003620307) | > loss_disc_real_4: 0.2944064140319824 (0.2690201538304488) | > loss_disc_real_5: 0.2687070965766907 (0.2310688036183516) | > loss_0: 2.4651615619659424 (2.5049818356831866) | > loss_gen: 2.5493404865264893 (2.3452341457208) | > loss_kl: 2.690540075302124 (2.710236971577009) | > loss_feat: 5.928109645843506 (6.360257645448049) | > loss_mel: 18.687641143798828 (18.10745592912038) | > loss_duration: 2.4609594345092773 (2.3308214048544564) | > loss_1: 32.31658935546875 (31.854005972544353)  --> STEP: 25 | > loss_disc: 2.609039306640625 (2.509144134521484) | > loss_disc_real_0: 0.15317107737064362 (0.16453058212995533) | > loss_disc_real_1: 0.18686360120773315 (0.1744744861125946) | > loss_disc_real_2: 0.2293853610754013 (0.2458007651567459) | > loss_disc_real_3: 0.25969600677490234 (0.27182780861854555) | > loss_disc_real_4: 0.29461461305618286 (0.27004393219947814) | > loss_disc_real_5: 0.2488463968038559 (0.23177990734577178) | > loss_0: 2.609039306640625 (2.509144134521484) | > loss_gen: 2.059453010559082 (2.333802900314331) | > loss_kl: 2.6446492671966553 (2.707613463401795) | > loss_feat: 5.682918071746826 (6.3331640625) | > loss_mel: 15.33475112915039 (17.99654773712158) | > loss_duration: 2.3754851818084717 (2.3326079559326174) | > loss_1: 28.09725570678711 (31.703735961914063)  --> STEP: 26 | > loss_disc: 2.7284390926361084 (2.5175785559874315) | > loss_disc_real_0: 0.10545623302459717 (0.16225849177974924) | > loss_disc_real_1: 0.07153211534023285 (0.17051516415981147) | > loss_disc_real_2: 0.2242160141468048 (0.24497058242559433) | > loss_disc_real_3: 0.20854808390140533 (0.26939397305250173) | > loss_disc_real_4: 0.23361481726169586 (0.2686428123941788) | > loss_disc_real_5: 0.13119903206825256 (0.2279114121427903) | > loss_0: 2.7284390926361084 (2.5175785559874315) | > loss_gen: 1.7122975587844849 (2.309898848717029) | > loss_kl: 2.1779983043670654 (2.6872436495927667) | > loss_feat: 10.497408866882324 (6.493327324207012) | > loss_mel: 20.332355499267578 (18.08638649720412) | > loss_duration: 2.321733236312866 (2.332189697485704) | > loss_1: 37.04179382324219 (31.90904587965745) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025348571630624617 (+8.250199831449012e-05) | > avg_loss_disc: 2.5175785559874315 (+0.11856506421015833) | > avg_loss_disc_real_0: 0.16225849177974924 (+0.03642485949855587) | > avg_loss_disc_real_1: 0.17051516415981147 (-0.056704524617928714) | > avg_loss_disc_real_2: 0.24497058242559433 (+0.026205124190220475) | > avg_loss_disc_real_3: 0.26939397305250173 (+0.01601443124505192) | > avg_loss_disc_real_4: 0.2686428123941788 (+0.02813820311656362) | > avg_loss_disc_real_5: 0.2279114121427903 (+0.0037311986088752747) | > avg_loss_0: 2.5175785559874315 (+0.11856506421015833) | > avg_loss_gen: 2.309898848717029 (-0.07596980149929378) | > avg_loss_kl: 2.6872436495927667 (-0.010601928600897814) | > avg_loss_feat: 6.493327324207012 (-0.6099152381603536) | > avg_loss_mel: 18.08638649720412 (+0.16728269136869045) | > avg_loss_duration: 2.332189697485704 (+0.01540785569411085) | > avg_loss_1: 31.90904587965745 (-0.5137970264141352)  > EPOCH: 503/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:16:59)   --> TIME: 2024-06-11 13:17:03 -- STEP: 9/330 -- GLOBAL_STEP: 254000 | > loss_disc: 2.377103567123413 (2.3692540062798395) | > loss_disc_real_0: 0.07746294140815735 (0.09984116504589717) | > loss_disc_real_1: 0.21531732380390167 (0.19466685586505467) | > loss_disc_real_2: 0.212900772690773 (0.2121552692519294) | > loss_disc_real_3: 0.24937842786312103 (0.23069853252834743) | > loss_disc_real_4: 0.26561012864112854 (0.23999069465531242) | > loss_disc_real_5: 0.2516144812107086 (0.2463313473595513) | > loss_0: 2.377103567123413 (2.3692540062798395) | > grad_norm_0: tensor(5.0341, device='cuda:0') (tensor(5.9423, device='cuda:0')) | > loss_gen: 2.502182960510254 (2.4639870590633817) | > loss_kl: 1.8019349575042725 (1.8804040484958224) | > loss_feat: 6.72512149810791 (6.916504436069065) | > loss_mel: 18.277971267700195 (18.330359988742405) | > loss_duration: 2.1144723892211914 (2.158830245335897) | > loss_1: 31.421680450439453 (31.750085830688477) | > grad_norm_1: tensor(62.8822, device='cuda:0') (tensor(83.3025, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.352 (0.36290550231933594) | > loader_time: 0.0027 (0.0030641555786132812) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_254000.pth  --> TIME: 2024-06-11 13:17:17 -- STEP: 34/330 -- GLOBAL_STEP: 254025 | > loss_disc: 2.386659622192383 (2.349973776761223) | > loss_disc_real_0: 0.10582061111927032 (0.10711089828435112) | > loss_disc_real_1: 0.19430407881736755 (0.20300214606172898) | > loss_disc_real_2: 0.2064458578824997 (0.21341153628685894) | > loss_disc_real_3: 0.23345915973186493 (0.2261873295201975) | > loss_disc_real_4: 0.19327756762504578 (0.23024128202129812) | > loss_disc_real_5: 0.20063559710979462 (0.22475659146028407) | > loss_0: 2.386659622192383 (2.349973776761223) | > grad_norm_0: tensor(6.4505, device='cuda:0') (tensor(6.4177, device='cuda:0')) | > loss_gen: 2.449760675430298 (2.472287458531997) | > loss_kl: 1.8248891830444336 (1.908113973982194) | > loss_feat: 7.785279750823975 (6.929067233029534) | > loss_mel: 17.984071731567383 (17.95737401176901) | > loss_duration: 2.0555148124694824 (2.0526084794717665) | > loss_1: 32.09951400756836 (31.319450827205884) | > grad_norm_1: tensor(141.5647, device='cuda:0') (tensor(80.2348, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3601 (0.3718760784934549) | > loader_time: 0.0032 (0.0033371799132403206)  --> TIME: 2024-06-11 13:17:27 -- STEP: 59/330 -- GLOBAL_STEP: 254050 | > loss_disc: 2.4295833110809326 (2.351164001529501) | > loss_disc_real_0: 0.11732814460992813 (0.11009208428657662) | > loss_disc_real_1: 0.24957025051116943 (0.20314101066629767) | > loss_disc_real_2: 0.22862307727336884 (0.21022986456499262) | > loss_disc_real_3: 0.2178143858909607 (0.22621321728674032) | > loss_disc_real_4: 0.23100027441978455 (0.22982000521684098) | > loss_disc_real_5: 0.2443147450685501 (0.22423339092125327) | > loss_0: 2.4295833110809326 (2.351164001529501) | > grad_norm_0: tensor(18.8200, device='cuda:0') (tensor(7.2534, device='cuda:0')) | > loss_gen: 2.4492037296295166 (2.4742416648541465) | > loss_kl: 1.8947787284851074 (1.8904476569870772) | > loss_feat: 6.731389045715332 (6.975557262614622) | > loss_mel: 17.1929874420166 (17.932822308297883) | > loss_duration: 1.9501540660858154 (2.0254371146024273) | > loss_1: 30.2185115814209 (31.298505783081055) | > grad_norm_1: tensor(156.8175, device='cuda:0') (tensor(79.8436, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.375 (0.3715639073969954) | > loader_time: 0.0035 (0.0035463915032855533)  --> TIME: 2024-06-11 13:17:36 -- STEP: 84/330 -- GLOBAL_STEP: 254075 | > loss_disc: 2.3087804317474365 (2.3489488278116504) | > loss_disc_real_0: 0.1362278014421463 (0.11171231321280911) | > loss_disc_real_1: 0.16326463222503662 (0.20012155902527629) | > loss_disc_real_2: 0.20928411185741425 (0.21174566696087518) | > loss_disc_real_3: 0.2411370575428009 (0.227231076253312) | > loss_disc_real_4: 0.22786420583724976 (0.22971933104452633) | > loss_disc_real_5: 0.22674459218978882 (0.2229609681027276) | > loss_0: 2.3087804317474365 (2.3489488278116504) | > grad_norm_0: tensor(5.5299, device='cuda:0') (tensor(7.5492, device='cuda:0')) | > loss_gen: 2.556546926498413 (2.4851118581635614) | > loss_kl: 1.9755717515945435 (1.8997929025264013) | > loss_feat: 7.581207752227783 (7.051608045895894) | > loss_mel: 17.9493350982666 (17.911155859629314) | > loss_duration: 2.0804152488708496 (2.016920062757672) | > loss_1: 32.1430778503418 (31.3645886693682) | > grad_norm_1: tensor(54.9089, device='cuda:0') (tensor(85.2459, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3729 (0.3728124101956685) | > loader_time: 0.0043 (0.0037370040303184872)  --> TIME: 2024-06-11 13:17:46 -- STEP: 109/330 -- GLOBAL_STEP: 254100 | > loss_disc: 2.467653274536133 (2.356102260974569) | > loss_disc_real_0: 0.10947449505329132 (0.11300394137244706) | > loss_disc_real_1: 0.20367896556854248 (0.19985016291841454) | > loss_disc_real_2: 0.1832975596189499 (0.21285915333743488) | > loss_disc_real_3: 0.2709381580352783 (0.22705763933855458) | > loss_disc_real_4: 0.2687878906726837 (0.22952024789031492) | > loss_disc_real_5: 0.24189996719360352 (0.22290973871126088) | > loss_0: 2.467653274536133 (2.356102260974569) | > grad_norm_0: tensor(19.3428, device='cuda:0') (tensor(8.0058, device='cuda:0')) | > loss_gen: 2.445065975189209 (2.4758458203132) | > loss_kl: 1.984717607498169 (1.9113524288212487) | > loss_feat: 6.428487777709961 (7.030122380737865) | > loss_mel: 17.515321731567383 (17.89866923410958) | > loss_duration: 1.9514878988265991 (2.0171236980945677) | > loss_1: 30.325082778930664 (31.333113556608147) | > grad_norm_1: tensor(116.3320, device='cuda:0') (tensor(85.1967, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3584 (0.3724069442224065) | > loader_time: 0.0037 (0.003819760926272891)  --> TIME: 2024-06-11 13:17:55 -- STEP: 134/330 -- GLOBAL_STEP: 254125 | > loss_disc: 2.2959413528442383 (2.3606748153914268) | > loss_disc_real_0: 0.10698024183511734 (0.11356620106901695) | > loss_disc_real_1: 0.2072342187166214 (0.19874463964309266) | > loss_disc_real_2: 0.19477467238903046 (0.21288988628049396) | > loss_disc_real_3: 0.20396314561367035 (0.2284967525681453) | > loss_disc_real_4: 0.21973872184753418 (0.2296868397006348) | > loss_disc_real_5: 0.21694567799568176 (0.2234915085692904) | > loss_0: 2.2959413528442383 (2.3606748153914268) | > grad_norm_0: tensor(5.6031, device='cuda:0') (tensor(8.2527, device='cuda:0')) | > loss_gen: 2.6013259887695312 (2.475004847369977) | > loss_kl: 2.023608684539795 (1.9126891182429755) | > loss_feat: 8.30295467376709 (7.0400225938256105) | > loss_mel: 18.564414978027344 (17.914675057823974) | > loss_duration: 2.033308982849121 (2.0199077654240725) | > loss_1: 33.525611877441406 (31.36229939247245) | > grad_norm_1: tensor(87.7459, device='cuda:0') (tensor(91.0744, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3853 (0.37342067618868247) | > loader_time: 0.0041 (0.00389498205327276)  --> TIME: 2024-06-11 13:18:05 -- STEP: 159/330 -- GLOBAL_STEP: 254150 | > loss_disc: 2.360184669494629 (2.360097012429866) | > loss_disc_real_0: 0.1584736555814743 (0.11482836221748928) | > loss_disc_real_1: 0.17449207603931427 (0.19902235878713473) | > loss_disc_real_2: 0.2066677212715149 (0.21297282927066274) | > loss_disc_real_3: 0.2043514847755432 (0.22885311015372006) | > loss_disc_real_4: 0.2292698472738266 (0.2299960428063974) | > loss_disc_real_5: 0.20813298225402832 (0.2224273467026416) | > loss_0: 2.360184669494629 (2.360097012429866) | > grad_norm_0: tensor(17.8612, device='cuda:0') (tensor(9.1049, device='cuda:0')) | > loss_gen: 2.3573715686798096 (2.476672010601692) | > loss_kl: 1.967644214630127 (1.9129539518236365) | > loss_feat: 6.642001628875732 (7.030853298475158) | > loss_mel: 17.392227172851562 (17.911500702863965) | > loss_duration: 2.034978151321411 (2.022609566742518) | > loss_1: 30.394224166870117 (31.35458952225979) | > grad_norm_1: tensor(111.6404, device='cuda:0') (tensor(97.8648, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3937 (0.37474762418734947) | > loader_time: 0.004 (0.003978486331004016)  --> TIME: 2024-06-11 13:18:15 -- STEP: 184/330 -- GLOBAL_STEP: 254175 | > loss_disc: 2.3300411701202393 (2.3641429686028017) | > loss_disc_real_0: 0.14530201256275177 (0.11569203772460637) | > loss_disc_real_1: 0.21965567767620087 (0.19953277269783223) | > loss_disc_real_2: 0.24361872673034668 (0.2136077737516683) | > loss_disc_real_3: 0.2401266247034073 (0.22880072195244872) | > loss_disc_real_4: 0.24529358744621277 (0.22968575107338632) | > loss_disc_real_5: 0.25117576122283936 (0.2219689228450474) | > loss_0: 2.3300411701202393 (2.3641429686028017) | > grad_norm_0: tensor(26.9097, device='cuda:0') (tensor(11.2754, device='cuda:0')) | > loss_gen: 2.7260241508483887 (2.474882719309434) | > loss_kl: 2.0135347843170166 (1.9222932172858196) | > loss_feat: 7.032568454742432 (7.016751462998598) | > loss_mel: 16.966049194335938 (17.889985281488155) | > loss_duration: 2.0707881450653076 (2.02860878602318) | > loss_1: 30.8089656829834 (31.332521469696708) | > grad_norm_1: tensor(205.8815, device='cuda:0') (tensor(116.0380, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3872 (0.3767932821875033) | > loader_time: 0.0045 (0.004079845936402027)  --> TIME: 2024-06-11 13:18:25 -- STEP: 209/330 -- GLOBAL_STEP: 254200 | > loss_disc: 2.4423930644989014 (2.359607046300715) | > loss_disc_real_0: 0.088677778840065 (0.1162762952763498) | > loss_disc_real_1: 0.23644942045211792 (0.19918655372407446) | > loss_disc_real_2: 0.21518565714359283 (0.21339288225584624) | > loss_disc_real_3: 0.20953994989395142 (0.22806551810086628) | > loss_disc_real_4: 0.23864872753620148 (0.22852501151949592) | > loss_disc_real_5: 0.22628116607666016 (0.22103908985995788) | > loss_0: 2.4423930644989014 (2.359607046300715) | > grad_norm_0: tensor(29.1944, device='cuda:0') (tensor(14.4122, device='cuda:0')) | > loss_gen: 2.657283306121826 (2.481768415305033) | > loss_kl: 1.950101613998413 (1.9220167786310733) | > loss_feat: 6.94912052154541 (7.0376777420774035) | > loss_mel: 18.43256950378418 (17.860485998637365) | > loss_duration: 2.1168212890625 (2.035760351345298) | > loss_1: 32.10589599609375 (31.33770928086276) | > grad_norm_1: tensor(562.7516, device='cuda:0') (tensor(144.5125, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.3989 (0.37911218205137115) | > loader_time: 0.0055 (0.004186943957680145)  --> TIME: 2024-06-11 13:18:36 -- STEP: 234/330 -- GLOBAL_STEP: 254225 | > loss_disc: 2.400048017501831 (2.361020157479832) | > loss_disc_real_0: 0.12458545714616776 (0.1166347903637295) | > loss_disc_real_1: 0.19710907340049744 (0.19972121307992524) | > loss_disc_real_2: 0.18636541068553925 (0.21328784945683602) | > loss_disc_real_3: 0.20758190751075745 (0.22836176293273258) | > loss_disc_real_4: 0.1958465725183487 (0.22787608868545953) | > loss_disc_real_5: 0.18453118205070496 (0.22108145523020342) | > loss_0: 2.400048017501831 (2.361020157479832) | > grad_norm_0: tensor(49.3926, device='cuda:0') (tensor(16.9986, device='cuda:0')) | > loss_gen: 2.4294464588165283 (2.4865426630036445) | > loss_kl: 1.8341506719589233 (1.922790882933853) | > loss_feat: 7.121530532836914 (7.047283241891454) | > loss_mel: 16.996374130249023 (17.828819454225712) | > loss_duration: 2.1018476486206055 (2.043945446992531) | > loss_1: 30.483348846435547 (31.329381698217148) | > grad_norm_1: tensor(359.6486, device='cuda:0') (tensor(168.7085, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.4175 (0.3826318347555959) | > loader_time: 0.005 (0.004315991686959548)  --> TIME: 2024-06-11 13:18:47 -- STEP: 259/330 -- GLOBAL_STEP: 254250 | > loss_disc: 2.2959649562835693 (2.363127206743454) | > loss_disc_real_0: 0.11171238124370575 (0.11741209130834888) | > loss_disc_real_1: 0.17753635346889496 (0.19997588018653012) | > loss_disc_real_2: 0.18218901753425598 (0.21375932138859075) | > loss_disc_real_3: 0.22145670652389526 (0.22835481834227514) | > loss_disc_real_4: 0.2227765917778015 (0.22887613397077242) | > loss_disc_real_5: 0.23345030844211578 (0.2214502983341806) | > loss_0: 2.2959649562835693 (2.363127206743454) | > grad_norm_0: tensor(9.4672, device='cuda:0') (tensor(18.8634, device='cuda:0')) | > loss_gen: 2.3838422298431396 (2.4858054820174877) | > loss_kl: 2.045093297958374 (1.9302144690370007) | > loss_feat: 7.346970081329346 (7.053754007494128) | > loss_mel: 17.96651268005371 (17.788113741340776) | > loss_duration: 2.132200241088867 (2.0515440154719995) | > loss_1: 31.874618530273438 (31.30943172410648) | > grad_norm_1: tensor(323.0392, device='cuda:0') (tensor(192.2218, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.4236 (0.3866254933552392) | > loader_time: 0.0056 (0.004453601984443808)  --> TIME: 2024-06-11 13:18:58 -- STEP: 284/330 -- GLOBAL_STEP: 254275 | > loss_disc: 2.275897264480591 (2.3631004221002825) | > loss_disc_real_0: 0.14603032171726227 (0.11750498558329024) | > loss_disc_real_1: 0.17282386124134064 (0.20011833945000673) | > loss_disc_real_2: 0.18151050806045532 (0.21385024802785524) | > loss_disc_real_3: 0.24069131910800934 (0.22832500897872615) | > loss_disc_real_4: 0.22727927565574646 (0.22860959077804865) | > loss_disc_real_5: 0.2083069086074829 (0.22119186477551997) | > loss_0: 2.275897264480591 (2.3631004221002825) | > grad_norm_0: tensor(103.8329, device='cuda:0') (tensor(21.3227, device='cuda:0')) | > loss_gen: 2.607212543487549 (2.486420455113264) | > loss_kl: 1.860046625137329 (1.9356649685913407) | > loss_feat: 7.19407844543457 (7.061149852376587) | > loss_mel: 17.884674072265625 (17.745052176462085) | > loss_duration: 2.1590681076049805 (2.0606891168674957) | > loss_1: 31.705078125 (31.28897656857128) | > grad_norm_1: tensor(478.7099, device='cuda:0') (tensor(213.1297, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.4428 (0.39134217735747223) | > loader_time: 0.0063 (0.004600205891568891)  --> TIME: 2024-06-11 13:19:10 -- STEP: 309/330 -- GLOBAL_STEP: 254300 | > loss_disc: 2.382486343383789 (2.3640393601266316) | > loss_disc_real_0: 0.08152785897254944 (0.11822006222113822) | > loss_disc_real_1: 0.21261276304721832 (0.2002567476246349) | > loss_disc_real_2: 0.23328939080238342 (0.21368386155193292) | > loss_disc_real_3: 0.24528340995311737 (0.22802550598834326) | > loss_disc_real_4: 0.2471521943807602 (0.22916028983770456) | > loss_disc_real_5: 0.22216209769248962 (0.22108381634584137) | > loss_0: 2.382486343383789 (2.3640393601266316) | > grad_norm_0: tensor(42.9161, device='cuda:0') (tensor(23.5891, device='cuda:0')) | > loss_gen: 2.5494112968444824 (2.4891694618274487) | > loss_kl: 1.9700074195861816 (1.942522161601045) | > loss_feat: 7.112694263458252 (7.081198909907662) | > loss_mel: 16.580846786499023 (17.702426046229483) | > loss_duration: 2.236863851547241 (2.0722746802765197) | > loss_1: 30.4498233795166 (31.28759124286738) | > grad_norm_1: tensor(399.2351, device='cuda:0') (tensor(232.4851, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.6072 (0.3984983978148032) | > loader_time: 0.0078 (0.004766101590252225)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3824493885040283 (2.3824493885040283) | > loss_disc_real_0: 0.14707329869270325 (0.14707329869270325) | > loss_disc_real_1: 0.16950400173664093 (0.16950400173664093) | > loss_disc_real_2: 0.2627030611038208 (0.2627030611038208) | > loss_disc_real_3: 0.26029884815216064 (0.26029884815216064) | > loss_disc_real_4: 0.26005125045776367 (0.26005125045776367) | > loss_disc_real_5: 0.24055393040180206 (0.24055393040180206) | > loss_0: 2.3824493885040283 (2.3824493885040283) | > loss_gen: 2.7622408866882324 (2.7622408866882324) | > loss_kl: 2.245556116104126 (2.245556116104126) | > loss_feat: 6.4064249992370605 (6.4064249992370605) | > loss_mel: 15.389181137084961 (15.389181137084961) | > loss_duration: 2.979902982711792 (2.979902982711792) | > loss_1: 29.783306121826172 (29.783306121826172)  --> STEP: 1 | > loss_disc: 2.2526535987854004 (2.2526535987854004) | > loss_disc_real_0: 0.05136652663350105 (0.05136652663350105) | > loss_disc_real_1: 0.09879997372627258 (0.09879997372627258) | > loss_disc_real_2: 0.20386232435703278 (0.20386232435703278) | > loss_disc_real_3: 0.30443722009658813 (0.30443722009658813) | > loss_disc_real_4: 0.24727201461791992 (0.24727201461791992) | > loss_disc_real_5: 0.2652861773967743 (0.2652861773967743) | > loss_0: 2.2526535987854004 (2.2526535987854004) | > loss_gen: 2.5099141597747803 (2.5099141597747803) | > loss_kl: 3.1545958518981934 (3.1545958518981934) | > loss_feat: 6.088343143463135 (6.088343143463135) | > loss_mel: 19.875469207763672 (19.875469207763672) | > loss_duration: 2.327331066131592 (2.327331066131592) | > loss_1: 33.95565414428711 (33.95565414428711)  --> STEP: 2 | > loss_disc: 2.293776035308838 (2.273214817047119) | > loss_disc_real_0: 0.08709204196929932 (0.06922928430140018) | > loss_disc_real_1: 0.1375701129436493 (0.11818504333496094) | > loss_disc_real_2: 0.1292113959789276 (0.1665368601679802) | > loss_disc_real_3: 0.21352115273475647 (0.2589791864156723) | > loss_disc_real_4: 0.23454473912715912 (0.24090837687253952) | > loss_disc_real_5: 0.22350269556045532 (0.2443944364786148) | > loss_0: 2.293776035308838 (2.273214817047119) | > loss_gen: 2.2541379928588867 (2.3820260763168335) | > loss_kl: 3.1763107776641846 (3.165453314781189) | > loss_feat: 6.216856479644775 (6.152599811553955) | > loss_mel: 19.889249801635742 (19.882359504699707) | > loss_duration: 2.445833206176758 (2.386582136154175) | > loss_1: 33.982391357421875 (33.96902275085449)  --> STEP: 3 | > loss_disc: 2.468255043029785 (2.338228225708008) | > loss_disc_real_0: 0.16325116157531738 (0.10056991005937259) | > loss_disc_real_1: 0.1739014834165573 (0.1367571900288264) | > loss_disc_real_2: 0.15014979243278503 (0.16107450425624847) | > loss_disc_real_3: 0.24355651438236237 (0.25383829573790234) | > loss_disc_real_4: 0.2398090958595276 (0.2405419498682022) | > loss_disc_real_5: 0.28736230731010437 (0.25871706008911133) | > loss_0: 2.468255043029785 (2.338228225708008) | > loss_gen: 2.2401297092437744 (2.3347272872924805) | > loss_kl: 2.2669129371643066 (2.8659398555755615) | > loss_feat: 5.591938495635986 (5.965712706247966) | > loss_mel: 19.068540573120117 (19.61108652750651) | > loss_duration: 2.3124122619628906 (2.36185884475708) | > loss_1: 31.47993278503418 (33.139326095581055)  --> STEP: 4 | > loss_disc: 2.441333293914795 (2.3640044927597046) | > loss_disc_real_0: 0.1803359091281891 (0.12051140982657671) | > loss_disc_real_1: 0.15466970205307007 (0.1412353180348873) | > loss_disc_real_2: 0.16512815654277802 (0.16208791732788086) | > loss_disc_real_3: 0.15274615585803986 (0.2285652607679367) | > loss_disc_real_4: 0.17935441434383392 (0.22524506598711014) | > loss_disc_real_5: 0.1618494838476181 (0.23450016602873802) | > loss_0: 2.441333293914795 (2.3640044927597046) | > loss_gen: 2.1730449199676514 (2.294306695461273) | > loss_kl: 3.3810739517211914 (2.994723379611969) | > loss_feat: 7.980139255523682 (6.4693193435668945) | > loss_mel: 18.077898025512695 (19.227789402008057) | > loss_duration: 2.3448357582092285 (2.357603073120117) | > loss_1: 33.956993103027344 (33.34374284744263)  --> STEP: 5 | > loss_disc: 2.1851553916931152 (2.3282346725463867) | > loss_disc_real_0: 0.20342180132865906 (0.13709348812699318) | > loss_disc_real_1: 0.10014836490154266 (0.13301792740821838) | > loss_disc_real_2: 0.14699682593345642 (0.15906969904899598) | > loss_disc_real_3: 0.19151146709918976 (0.22115450203418732) | > loss_disc_real_4: 0.19488339126110077 (0.21917273104190826) | > loss_disc_real_5: 0.18718424439430237 (0.22503698170185088) | > loss_0: 2.1851553916931152 (2.3282346725463867) | > loss_gen: 2.4049386978149414 (2.3164330959320067) | > loss_kl: 2.550165891647339 (2.905811882019043) | > loss_feat: 7.612807750701904 (6.698017024993897) | > loss_mel: 19.685285568237305 (19.319288635253905) | > loss_duration: 2.4414706230163574 (2.374376583099365) | > loss_1: 34.69466781616211 (33.61392784118652)  --> STEP: 6 | > loss_disc: 2.389394760131836 (2.338428020477295) | > loss_disc_real_0: 0.14601364731788635 (0.13858018132547537) | > loss_disc_real_1: 0.11085743457078934 (0.12932451193531355) | > loss_disc_real_2: 0.1954699158668518 (0.16513640185197195) | > loss_disc_real_3: 0.22992008924484253 (0.2226154332359632) | > loss_disc_real_4: 0.2537376582622528 (0.224933552245299) | > loss_disc_real_5: 0.24115750193595886 (0.2277237350742022) | > loss_0: 2.389394760131836 (2.338428020477295) | > loss_gen: 2.3326196670532227 (2.319130857785543) | > loss_kl: 2.8449220657348633 (2.895663579305013) | > loss_feat: 6.0898118019104 (6.5966494878133135) | > loss_mel: 18.57158660888672 (19.194671630859375) | > loss_duration: 2.181753396987915 (2.342272718747457) | > loss_1: 32.020694732666016 (33.34838898976644)  --> STEP: 7 | > loss_disc: 2.465137481689453 (2.3565293720790317) | > loss_disc_real_0: 0.19548717141151428 (0.14670975133776665) | > loss_disc_real_1: 0.11236850917339325 (0.1269022258264678) | > loss_disc_real_2: 0.17585992813110352 (0.16666833417756216) | > loss_disc_real_3: 0.23396258056163788 (0.22423645428248815) | > loss_disc_real_4: 0.2640168070793152 (0.23051687436444418) | > loss_disc_real_5: 0.3233672082424164 (0.2413870883839471) | > loss_0: 2.465137481689453 (2.3565293720790317) | > loss_gen: 2.485424757003784 (2.3428871291024342) | > loss_kl: 3.4753623008728027 (2.9784776823861256) | > loss_feat: 5.064206123352051 (6.377729007175991) | > loss_mel: 17.240127563476562 (18.915451049804688) | > loss_duration: 2.520054340362549 (2.3676700932638988) | > loss_1: 30.785173416137695 (32.9822153363909)  --> STEP: 8 | > loss_disc: 2.6744582653045654 (2.3962704837322235) | > loss_disc_real_0: 0.11757325381040573 (0.14306768914684653) | > loss_disc_real_1: 0.09116844087839127 (0.12243550270795822) | > loss_disc_real_2: 0.18226908147335052 (0.1686184275895357) | > loss_disc_real_3: 0.17449553310871124 (0.21801883913576603) | > loss_disc_real_4: 0.1458016186952591 (0.21992746740579605) | > loss_disc_real_5: 0.21575665473937988 (0.2381832841783762) | > loss_0: 2.6744582653045654 (2.3962704837322235) | > loss_gen: 1.8377416133880615 (2.279743939638138) | > loss_kl: 3.080118179321289 (2.9911827445030212) | > loss_feat: 11.967192649841309 (7.076411962509155) | > loss_mel: 19.90082359313965 (19.038622617721558) | > loss_duration: 2.231506586074829 (2.350649654865265) | > loss_1: 39.01738357543945 (33.73661136627197)  --> STEP: 9 | > loss_disc: 2.4431655406951904 (2.4014810456169977) | > loss_disc_real_0: 0.1662607640028 (0.1456446974641747) | > loss_disc_real_1: 0.09245895594358444 (0.11910477528969447) | > loss_disc_real_2: 0.1828460544347763 (0.17019927501678467) | > loss_disc_real_3: 0.1972694993019104 (0.2157133569320043) | > loss_disc_real_4: 0.25859421491622925 (0.22422377268473306) | > loss_disc_real_5: 0.22226890921592712 (0.23641502029365963) | > loss_0: 2.4431655406951904 (2.4014810456169977) | > loss_gen: 2.1748461723327637 (2.268088632159763) | > loss_kl: 2.6653876304626465 (2.954983287387424) | > loss_feat: 8.377745628356934 (7.221004592047797) | > loss_mel: 19.930143356323242 (19.13768047756619) | > loss_duration: 2.1688413619995117 (2.3304487334357367) | > loss_1: 35.31696319580078 (33.9122060139974)  --> STEP: 10 | > loss_disc: 2.5511116981506348 (2.416444110870361) | > loss_disc_real_0: 0.23017187416553497 (0.15409741513431072) | > loss_disc_real_1: 0.14704205095767975 (0.121898502856493) | > loss_disc_real_2: 0.2158861756324768 (0.17476796507835388) | > loss_disc_real_3: 0.24542662501335144 (0.218684683740139) | > loss_disc_real_4: 0.24631257355213165 (0.22643265277147293) | > loss_disc_real_5: 0.2410634160041809 (0.23687985986471177) | > loss_0: 2.5511116981506348 (2.416444110870361) | > loss_gen: 2.192702293395996 (2.2605499982833863) | > loss_kl: 3.130678653717041 (2.9725528240203856) | > loss_feat: 5.026833534240723 (7.0015874862670895) | > loss_mel: 17.51456069946289 (18.97536849975586) | > loss_duration: 2.3276007175445557 (2.3301639318466187) | > loss_1: 30.1923770904541 (33.540223121643066)  --> STEP: 11 | > loss_disc: 2.7402663230895996 (2.445882493799383) | > loss_disc_real_0: 0.1660042107105255 (0.1551798510957848) | > loss_disc_real_1: 0.14001315832138062 (0.12354528971693733) | > loss_disc_real_2: 0.16141271591186523 (0.173553851517764) | > loss_disc_real_3: 0.21293757855892181 (0.21816221963275562) | > loss_disc_real_4: 0.2830227315425873 (0.23157720538702878) | > loss_disc_real_5: 0.35025790333747864 (0.24718695472587238) | > loss_0: 2.7402663230895996 (2.445882493799383) | > loss_gen: 2.106421709060669 (2.2465383356267754) | > loss_kl: 2.7146644592285156 (2.949108427221125) | > loss_feat: 5.523603439331055 (6.867225300181996) | > loss_mel: 17.330066680908203 (18.825795607133344) | > loss_duration: 2.4084811210632324 (2.3372836763208564) | > loss_1: 30.08323860168457 (33.225951801646836)  --> STEP: 12 | > loss_disc: 2.588906764984131 (2.457801183064779) | > loss_disc_real_0: 0.1382729709148407 (0.15377094441403946) | > loss_disc_real_1: 0.11381007730960846 (0.12273402201632659) | > loss_disc_real_2: 0.3048214018344879 (0.18449281404415765) | > loss_disc_real_3: 0.17784962058067322 (0.21480283637841543) | > loss_disc_real_4: 0.24028418958187103 (0.23230278740326563) | > loss_disc_real_5: 0.2432308793067932 (0.24685728177428246) | > loss_0: 2.588906764984131 (2.457801183064779) | > loss_gen: 2.0393545627593994 (2.229273021221161) | > loss_kl: 2.478630542755127 (2.9099019368489585) | > loss_feat: 5.595029830932617 (6.761209011077881) | > loss_mel: 17.48537254333496 (18.714093685150146) | > loss_duration: 2.209878444671631 (2.3266665736834207) | > loss_1: 29.808265686035156 (32.94114462534586)  --> STEP: 13 | > loss_disc: 2.595795154571533 (2.4684161039499135) | > loss_disc_real_0: 0.17264431715011597 (0.15522274231681457) | > loss_disc_real_1: 0.1143222525715828 (0.12208696282826938) | > loss_disc_real_2: 0.20172594487667084 (0.18581843949281251) | > loss_disc_real_3: 0.21386681497097015 (0.21473083473168886) | > loss_disc_real_4: 0.20187018811702728 (0.22996181822740114) | > loss_disc_real_5: 0.22108295559883118 (0.24487464129924774) | > loss_0: 2.595795154571533 (2.4684161039499135) | > loss_gen: 1.9272185564041138 (2.2060380623890805) | > loss_kl: 2.817563772201538 (2.902799001106849) | > loss_feat: 4.9824419021606445 (6.624380771930401) | > loss_mel: 16.455982208251953 (18.540392802311825) | > loss_duration: 2.2371397018432617 (2.3197798912341776) | > loss_1: 28.42034912109375 (32.59339112501878)  --> STEP: 14 | > loss_disc: 2.4373316764831543 (2.4661957877022878) | > loss_disc_real_0: 0.22404956817626953 (0.1601389441639185) | > loss_disc_real_1: 0.07145420461893082 (0.11847033724188805) | > loss_disc_real_2: 0.17102739214897156 (0.1847619361111096) | > loss_disc_real_3: 0.19130167365074158 (0.21305732322590692) | > loss_disc_real_4: 0.20753821730613708 (0.22836013244731085) | > loss_disc_real_5: 0.17837673425674438 (0.2401247907962118) | > loss_0: 2.4373316764831543 (2.4661957877022878) | > loss_gen: 2.2482759952545166 (2.2090550575937544) | > loss_kl: 3.7113521099090576 (2.9605527945927212) | > loss_feat: 8.078537940979004 (6.728249141148159) | > loss_mel: 19.006643295288086 (18.573696408952987) | > loss_duration: 2.3951430320739746 (2.3251629727227345) | > loss_1: 35.4399528503418 (32.79671696254186)  --> STEP: 15 | > loss_disc: 2.505978584289551 (2.468847974141439) | > loss_disc_real_0: 0.2135854810476303 (0.1637020466228326) | > loss_disc_real_1: 0.10154329985380173 (0.1173418680826823) | > loss_disc_real_2: 0.1616206020116806 (0.183219180504481) | > loss_disc_real_3: 0.1622503250837326 (0.20967019001642864) | > loss_disc_real_4: 0.2084387242794037 (0.22703203856945037) | > loss_disc_real_5: 0.20801560580730438 (0.23798417846361797) | > loss_0: 2.505978584289551 (2.468847974141439) | > loss_gen: 1.9464313983917236 (2.1915468136469523) | > loss_kl: 3.3663787841796875 (2.9876078605651855) | > loss_feat: 7.398560047149658 (6.772936534881592) | > loss_mel: 17.59950828552246 (18.50875053405762) | > loss_duration: 2.3310184478759766 (2.3255533377329507) | > loss_1: 32.64189910888672 (32.78639577229818)  --> STEP: 16 | > loss_disc: 2.5065243244171143 (2.4712027460336685) | > loss_disc_real_0: 0.12422066926956177 (0.1612344605382532) | > loss_disc_real_1: 0.10359776765108109 (0.11648286180570722) | > loss_disc_real_2: 0.12329496443271637 (0.1794739169999957) | > loss_disc_real_3: 0.16744309663772583 (0.2070309966802597) | > loss_disc_real_4: 0.19989001750946045 (0.225335662253201) | > loss_disc_real_5: 0.24082589149475098 (0.23816178552806377) | > loss_0: 2.5065243244171143 (2.4712027460336685) | > loss_gen: 1.8802127838134766 (2.17208843678236) | > loss_kl: 3.030172824859619 (2.9902681708335876) | > loss_feat: 8.150758743286133 (6.859050422906876) | > loss_mel: 18.14475440979004 (18.486000776290894) | > loss_duration: 2.3634965419769287 (2.3279247879981995) | > loss_1: 33.569393157958984 (32.83533310890198)  --> STEP: 17 | > loss_disc: 2.505462646484375 (2.4732180342954746) | > loss_disc_real_0: 0.1790475696325302 (0.16228229048497536) | > loss_disc_real_1: 0.12819823622703552 (0.11717200147755005) | > loss_disc_real_2: 0.23137807846069336 (0.18252710296827204) | > loss_disc_real_3: 0.24503487348556519 (0.20926651884527767) | > loss_disc_real_4: 0.27648475766181946 (0.22834443257135503) | > loss_disc_real_5: 0.31644126772880554 (0.24276646095163681) | > loss_0: 2.505462646484375 (2.4732180342954746) | > loss_gen: 2.4742391109466553 (2.189862005850848) | > loss_kl: 2.4344322681427 (2.9575719412635353) | > loss_feat: 5.633180141448975 (6.786940406350529) | > loss_mel: 18.047861099243164 (18.460227854111615) | > loss_duration: 2.3786203861236572 (2.3309068820055794) | > loss_1: 30.968334197998047 (32.72550964355469)  --> STEP: 18 | > loss_disc: 1.9423350095748901 (2.443724532922109) | > loss_disc_real_0: 0.09305201470851898 (0.15843616405295002) | > loss_disc_real_1: 0.10396945476531982 (0.11643852666020393) | > loss_disc_real_2: 0.11947465687990189 (0.17902418929669592) | > loss_disc_real_3: 0.12570881843566895 (0.20462442437807718) | > loss_disc_real_4: 0.10923468321561813 (0.22172722427381408) | > loss_disc_real_5: 0.06117920204997063 (0.23267827990154424) | > loss_0: 1.9423350095748901 (2.443724532922109) | > loss_gen: 2.3554415702819824 (2.1990608705414667) | > loss_kl: 2.725968599319458 (2.944705088933309) | > loss_feat: 9.11233139038086 (6.916128794352214) | > loss_mel: 21.17844009399414 (18.6112396452162) | > loss_duration: 2.2098259925842285 (2.3241801659266152) | > loss_1: 37.582008361816406 (32.99531512790256)  --> STEP: 19 | > loss_disc: 2.6274659633636475 (2.4533951345242953) | > loss_disc_real_0: 0.24276599287986755 (0.162874576096472) | > loss_disc_real_1: 0.11686918884515762 (0.11646119309099097) | > loss_disc_real_2: 0.20680610835552216 (0.18048639556294993) | > loss_disc_real_3: 0.19842582941055298 (0.20429818253768117) | > loss_disc_real_4: 0.2416325956583023 (0.22277487539931348) | > loss_disc_real_5: 0.27384981513023376 (0.2348452028083174) | > loss_0: 2.6274659633636475 (2.4533951345242953) | > loss_gen: 2.2271149158477783 (2.200537399241799) | > loss_kl: 2.21504545211792 (2.9063019501535514) | > loss_feat: 5.512685775756836 (6.842263372320878) | > loss_mel: 16.614505767822266 (18.506148388511257) | > loss_duration: 2.345137357711792 (2.325283176020572) | > loss_1: 28.91448974609375 (32.780534844649466)  --> STEP: 20 | > loss_disc: 2.391232967376709 (2.450287026166916) | > loss_disc_real_0: 0.15637624263763428 (0.1625496594235301) | > loss_disc_real_1: 0.07908236235380173 (0.11459225155413151) | > loss_disc_real_2: 0.15592142939567566 (0.17925814725458622) | > loss_disc_real_3: 0.18497218191623688 (0.20333188250660897) | > loss_disc_real_4: 0.13634216785430908 (0.21845324002206326) | > loss_disc_real_5: 0.18120735883712769 (0.2321633106097579) | > loss_0: 2.391232967376709 (2.450287026166916) | > loss_gen: 2.0432486534118652 (2.192672961950302) | > loss_kl: 2.4834554195404053 (2.8851596236228945) | > loss_feat: 6.461322784423828 (6.823216342926026) | > loss_mel: 19.41231918334961 (18.551456928253174) | > loss_duration: 2.2765378952026367 (2.3228459119796754) | > loss_1: 32.676883697509766 (32.77535228729248)  --> STEP: 21 | > loss_disc: 2.2630720138549805 (2.441372025580633) | > loss_disc_real_0: 0.12722858786582947 (0.16086770363506817) | > loss_disc_real_1: 0.11682252585887909 (0.11469845509245283) | > loss_disc_real_2: 0.15420830249786377 (0.1780652975042661) | > loss_disc_real_3: 0.16995474696159363 (0.20174249509970346) | > loss_disc_real_4: 0.19069509208202362 (0.21713142345348993) | > loss_disc_real_5: 0.17416849732398987 (0.22940165283424513) | > loss_0: 2.2630720138549805 (2.441372025580633) | > loss_gen: 2.1483006477355957 (2.190559994606745) | > loss_kl: 2.6758477687835693 (2.875192392440069) | > loss_feat: 6.024995803833008 (6.785205841064453) | > loss_mel: 16.375282287597656 (18.447829564412434) | > loss_duration: 2.1447958946228027 (2.314367339724586) | > loss_1: 29.36922264099121 (32.61315563746861)  --> STEP: 22 | > loss_disc: 2.658663749694824 (2.451248922131278) | > loss_disc_real_0: 0.1565285176038742 (0.16067046790637754) | > loss_disc_real_1: 0.09200425446033478 (0.11366690051826564) | > loss_disc_real_2: 0.19193720817565918 (0.17869583889842033) | > loss_disc_real_3: 0.16410093009471893 (0.20003151487220416) | > loss_disc_real_4: 0.20427429676055908 (0.21654700860381126) | > loss_disc_real_5: 0.2368188202381134 (0.22973879680714823) | > loss_0: 2.658663749694824 (2.451248922131278) | > loss_gen: 1.7303931713104248 (2.1696433208205486) | > loss_kl: 2.304334878921509 (2.8492443236437706) | > loss_feat: 6.246548175811768 (6.760721401734785) | > loss_mel: 17.043699264526367 (18.38400545987216) | > loss_duration: 2.139820098876953 (2.3064333742315117) | > loss_1: 29.464794158935547 (32.47004829753529)  --> STEP: 23 | > loss_disc: 2.4081740379333496 (2.4493761010791943) | > loss_disc_real_0: 0.18154862523078918 (0.16157821387700413) | > loss_disc_real_1: 0.11910998076200485 (0.11390355618103691) | > loss_disc_real_2: 0.13483348488807678 (0.1767887800284054) | > loss_disc_real_3: 0.1511964350938797 (0.19790825053401614) | > loss_disc_real_4: 0.21436089277267456 (0.216451960089414) | > loss_disc_real_5: 0.230966255068779 (0.22979216455765392) | > loss_0: 2.4081740379333496 (2.4493761010791943) | > loss_gen: 2.25484037399292 (2.1733475405236953) | > loss_kl: 2.391368865966797 (2.829336695049119) | > loss_feat: 6.120577335357666 (6.732889051022737) | > loss_mel: 17.068307876586914 (18.326801217120625) | > loss_duration: 2.269854784011841 (2.3048430007437) | > loss_1: 30.104949951171875 (32.36721793464993)  --> STEP: 24 | > loss_disc: 2.48974871635437 (2.4510582933823266) | > loss_disc_real_0: 0.2287045419216156 (0.16437514421219626) | > loss_disc_real_1: 0.10332626849412918 (0.11346283586074908) | > loss_disc_real_2: 0.19017332792282104 (0.17734646952400604) | > loss_disc_real_3: 0.16825827956199646 (0.19667283507684866) | > loss_disc_real_4: 0.19308553636074066 (0.2154783591007193) | > loss_disc_real_5: 0.2774191200733185 (0.2317766210374733) | > loss_0: 2.48974871635437 (2.4510582933823266) | > loss_gen: 2.2219436168670654 (2.1753723770380025) | > loss_kl: 2.4650955200195312 (2.8141599794228864) | > loss_feat: 6.21525764465332 (6.711321075757344) | > loss_mel: 17.20099449157715 (18.279892603556313) | > loss_duration: 2.384970188140869 (2.3081816335519156) | > loss_1: 30.48826026916504 (32.288928031921394)  --> STEP: 25 | > loss_disc: 2.6020641326904297 (2.457098526954651) | > loss_disc_real_0: 0.159376323223114 (0.16417519137263298) | > loss_disc_real_1: 0.14563937485218048 (0.11474989742040634) | > loss_disc_real_2: 0.2004920393228531 (0.17827229231595992) | > loss_disc_real_3: 0.2534230351448059 (0.19894284307956694) | > loss_disc_real_4: 0.25065746903419495 (0.2168855234980583) | > loss_disc_real_5: 0.29107481241226196 (0.23414854869246482) | > loss_0: 2.6020641326904297 (2.457098526954651) | > loss_gen: 2.1830668449401855 (2.17568015575409) | > loss_kl: 2.7873833179473877 (2.8130889129638668) | > loss_feat: 8.298245429992676 (6.7747980499267575) | > loss_mel: 18.483793258666992 (18.28804862976074) | > loss_duration: 2.3847239017486572 (2.311243324279785) | > loss_1: 34.13721466064453 (32.362859497070325)  --> STEP: 26 | > loss_disc: 2.7757177352905273 (2.469353111890646) | > loss_disc_real_0: 0.13458244502544403 (0.163037008820818) | > loss_disc_real_1: 0.15506277978420258 (0.11630039289593697) | > loss_disc_real_2: 0.20377327501773834 (0.17925309934295142) | > loss_disc_real_3: 0.2024247795343399 (0.19907676371244284) | > loss_disc_real_4: 0.22246617078781128 (0.21710016377843344) | > loss_disc_real_5: 0.26873594522476196 (0.23547883317447627) | > loss_0: 2.7757177352905273 (2.469353111890646) | > loss_gen: 1.68149733543396 (2.1566731242033157) | > loss_kl: 2.385272264480591 (2.796634426483741) | > loss_feat: 6.138181686401367 (6.750312805175781) | > loss_mel: 10.238409996032715 (17.978447143848125) | > loss_duration: 2.262402057647705 (2.309364814024705) | > loss_1: 22.70576286315918 (31.991432703458358) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023301197932316707 (-0.00020473736983079097) | > avg_loss_disc: 2.469353111890646 (-0.04822544409678553) | > avg_loss_disc_real_0: 0.163037008820818 (+0.0007785170410687658) | > avg_loss_disc_real_1: 0.11630039289593697 (-0.0542147712638745) | > avg_loss_disc_real_2: 0.17925309934295142 (-0.06571748308264291) | > avg_loss_disc_real_3: 0.19907676371244284 (-0.07031720934005889) | > avg_loss_disc_real_4: 0.21710016377843344 (-0.05154264861574537) | > avg_loss_disc_real_5: 0.23547883317447627 (+0.007567421031685978) | > avg_loss_0: 2.469353111890646 (-0.04822544409678553) | > avg_loss_gen: 2.1566731242033157 (-0.1532257245137134) | > avg_loss_kl: 2.796634426483741 (+0.1093907768909741) | > avg_loss_feat: 6.750312805175781 (+0.25698548096876905) | > avg_loss_mel: 17.978447143848125 (-0.10793935335599514) | > avg_loss_duration: 2.309364814024705 (-0.02282488346099898) | > avg_loss_1: 31.991432703458358 (+0.08238682380090623)  > EPOCH: 504/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:19:42)   --> TIME: 2024-06-11 13:19:44 -- STEP: 4/330 -- GLOBAL_STEP: 254325 | > loss_disc: 2.3323094844818115 (2.3120914697647095) | > loss_disc_real_0: 0.11384787410497665 (0.09311512857675552) | > loss_disc_real_1: 0.21883679926395416 (0.19989923015236855) | > loss_disc_real_2: 0.19913925230503082 (0.20613868907094002) | > loss_disc_real_3: 0.20706254243850708 (0.2043692246079445) | > loss_disc_real_4: 0.2154865562915802 (0.22369951754808426) | > loss_disc_real_5: 0.20689120888710022 (0.22391927987337112) | > loss_0: 2.3323094844818115 (2.3120914697647095) | > grad_norm_0: tensor(6.9543, device='cuda:0') (tensor(6.4323, device='cuda:0')) | > loss_gen: 2.4173951148986816 (2.5205571055412292) | > loss_kl: 1.9074281454086304 (1.912856787443161) | > loss_feat: 6.416633129119873 (6.702536106109619) | > loss_mel: 17.746532440185547 (18.05384397506714) | > loss_duration: 2.1935107707977295 (2.2062808871269226) | > loss_1: 30.681499481201172 (31.396074295043945) | > grad_norm_1: tensor(79.4625, device='cuda:0') (tensor(77.6072, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3548 (0.3809923529624939) | > loader_time: 0.0032 (0.004396677017211914)  --> TIME: 2024-06-11 13:19:54 -- STEP: 29/330 -- GLOBAL_STEP: 254350 | > loss_disc: 2.38189959526062 (2.3358344374031854) | > loss_disc_real_0: 0.15344780683517456 (0.10722697577599821) | > loss_disc_real_1: 0.18413521349430084 (0.19437000155448914) | > loss_disc_real_2: 0.21901878714561462 (0.20800400396873212) | > loss_disc_real_3: 0.22708846628665924 (0.22758301373185783) | > loss_disc_real_4: 0.22588105499744415 (0.22971173298769984) | > loss_disc_real_5: 0.2417335957288742 (0.22160079098981003) | > loss_0: 2.38189959526062 (2.3358344374031854) | > grad_norm_0: tensor(8.7426, device='cuda:0') (tensor(8.4007, device='cuda:0')) | > loss_gen: 2.492800712585449 (2.499933908725607) | > loss_kl: 1.9196075201034546 (1.8832655816242612) | > loss_feat: 6.900054931640625 (7.06216784181266) | > loss_mel: 17.57457733154297 (18.047709234829608) | > loss_duration: 2.025148868560791 (2.058065496642014) | > loss_1: 30.912187576293945 (31.551142199286097) | > grad_norm_1: tensor(71.8810, device='cuda:0') (tensor(79.5662, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3631 (0.3611550248902419) | > loader_time: 0.0032 (0.003470174197492928)  --> TIME: 2024-06-11 13:20:03 -- STEP: 54/330 -- GLOBAL_STEP: 254375 | > loss_disc: 2.275618076324463 (2.3563262003439442) | > loss_disc_real_0: 0.10647324472665787 (0.10970370844006538) | > loss_disc_real_1: 0.1978086680173874 (0.19635635117689768) | > loss_disc_real_2: 0.19721513986587524 (0.21134750103508984) | > loss_disc_real_3: 0.2155931144952774 (0.22895902312464184) | > loss_disc_real_4: 0.18797069787979126 (0.2300755348470476) | > loss_disc_real_5: 0.16900819540023804 (0.22279940849101101) | > loss_0: 2.275618076324463 (2.3563262003439442) | > grad_norm_0: tensor(4.8631, device='cuda:0') (tensor(9.0445, device='cuda:0')) | > loss_gen: 2.493574857711792 (2.478162827315154) | > loss_kl: 1.9257816076278687 (1.8885105031507987) | > loss_feat: 7.775960445404053 (7.067824796394065) | > loss_mel: 18.37111473083496 (17.981536441379124) | > loss_duration: 1.9790675640106201 (2.028785460525088) | > loss_1: 32.54549789428711 (31.44482015680384) | > grad_norm_1: tensor(131.4492, device='cuda:0') (tensor(87.9816, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3695 (0.3609246324609827) | > loader_time: 0.0033 (0.0034611136824996384)  --> TIME: 2024-06-11 13:20:12 -- STEP: 79/330 -- GLOBAL_STEP: 254400 | > loss_disc: 2.375859260559082 (2.363378060014942) | > loss_disc_real_0: 0.08717674016952515 (0.11123164903513993) | > loss_disc_real_1: 0.19238653779029846 (0.1966018193884741) | > loss_disc_real_2: 0.1883488893508911 (0.2132956672318374) | > loss_disc_real_3: 0.24741044640541077 (0.2301859306760981) | > loss_disc_real_4: 0.23394671082496643 (0.23082527876654757) | > loss_disc_real_5: 0.22267305850982666 (0.22414561823199067) | > loss_0: 2.375859260559082 (2.363378060014942) | > grad_norm_0: tensor(9.0692, device='cuda:0') (tensor(8.7228, device='cuda:0')) | > loss_gen: 2.4671337604522705 (2.47876000404358) | > loss_kl: 1.8787692785263062 (1.9111393086517914) | > loss_feat: 7.19105339050293 (7.067541056041476) | > loss_mel: 18.297861099243164 (17.93401500846766) | > loss_duration: 1.9673991203308105 (2.017755475225327) | > loss_1: 31.802217483520508 (31.409210881100424) | > grad_norm_1: tensor(118.5118, device='cuda:0') (tensor(94.6789, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.4052 (0.3624944173837009) | > loader_time: 0.0036 (0.003510918798325937)  --> TIME: 2024-06-11 13:20:22 -- STEP: 104/330 -- GLOBAL_STEP: 254425 | > loss_disc: 2.403411388397217 (2.3690844178199764) | > loss_disc_real_0: 0.1547619104385376 (0.1132793089088339) | > loss_disc_real_1: 0.21173591911792755 (0.19829924734166035) | > loss_disc_real_2: 0.27335095405578613 (0.2134412995611246) | > loss_disc_real_3: 0.19014357030391693 (0.22898988468715778) | > loss_disc_real_4: 0.21109811961650848 (0.23042841341633064) | > loss_disc_real_5: 0.21656136214733124 (0.22409247191479573) | > loss_0: 2.403411388397217 (2.3690844178199764) | > grad_norm_0: tensor(10.7759, device='cuda:0') (tensor(9.4602, device='cuda:0')) | > loss_gen: 2.5344364643096924 (2.4756846932264476) | > loss_kl: 1.9674566984176636 (1.9223454640461848) | > loss_feat: 7.3132452964782715 (7.060509351583628) | > loss_mel: 18.162267684936523 (17.923720983358532) | > loss_duration: 2.0613629817962646 (2.0177228083977323) | > loss_1: 32.03876876831055 (31.399983351047222) | > grad_norm_1: tensor(186.1322, device='cuda:0') (tensor(101.3616, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3684 (0.363440609895266) | > loader_time: 0.0043 (0.0036042263874640833)  --> TIME: 2024-06-11 13:20:31 -- STEP: 129/330 -- GLOBAL_STEP: 254450 | > loss_disc: 2.408097505569458 (2.3768899717996277) | > loss_disc_real_0: 0.14715293049812317 (0.11393895785706912) | > loss_disc_real_1: 0.15779399871826172 (0.200449605551801) | > loss_disc_real_2: 0.20551158487796783 (0.21368420724720918) | > loss_disc_real_3: 0.2564046382904053 (0.22974464112474013) | > loss_disc_real_4: 0.2321976125240326 (0.23040694587452468) | > loss_disc_real_5: 0.20625309646129608 (0.2247525760831759) | > loss_0: 2.408097505569458 (2.3768899717996277) | > grad_norm_0: tensor(22.8028, device='cuda:0') (tensor(12.0178, device='cuda:0')) | > loss_gen: 2.5037224292755127 (2.4690337790999304) | > loss_kl: 1.9254063367843628 (1.922335289245428) | > loss_feat: 7.093694686889648 (7.03732818041661) | > loss_mel: 17.97377586364746 (17.885076404541962) | > loss_duration: 2.0092175006866455 (2.0193264696949194) | > loss_1: 31.50581932067871 (31.33310011930244) | > grad_norm_1: tensor(251.8158, device='cuda:0') (tensor(125.5832, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3644 (0.36425663704095884) | > loader_time: 0.0041 (0.0036693950032078942)  --> TIME: 2024-06-11 13:20:40 -- STEP: 154/330 -- GLOBAL_STEP: 254475 | > loss_disc: 2.48225998878479 (2.377314355466272) | > loss_disc_real_0: 0.07619468867778778 (0.11473523133567401) | > loss_disc_real_1: 0.21336551010608673 (0.2011086951409068) | > loss_disc_real_2: 0.23473002016544342 (0.21421096938384043) | > loss_disc_real_3: 0.2085687220096588 (0.22975088704329033) | > loss_disc_real_4: 0.22316306829452515 (0.2302756653010071) | > loss_disc_real_5: 0.24955402314662933 (0.22447042322003996) | > loss_0: 2.48225998878479 (2.377314355466272) | > grad_norm_0: tensor(22.5645, device='cuda:0') (tensor(14.4418, device='cuda:0')) | > loss_gen: 2.338702917098999 (2.4699258897211647) | > loss_kl: 1.82157564163208 (1.922708047674848) | > loss_feat: 7.18143367767334 (7.022000767967918) | > loss_mel: 17.698345184326172 (17.861667100485274) | > loss_duration: 2.021059989929199 (2.0222274173389767) | > loss_1: 31.061119079589844 (31.298529265762923) | > grad_norm_1: tensor(243.9134, device='cuda:0') (tensor(149.9010, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3742 (0.36578151003106846) | > loader_time: 0.0041 (0.00377884004023168)  --> TIME: 2024-06-11 13:20:50 -- STEP: 179/330 -- GLOBAL_STEP: 254500 | > loss_disc: 2.335663318634033 (2.37329484364174) | > loss_disc_real_0: 0.1263771653175354 (0.11556023950350351) | > loss_disc_real_1: 0.1989203542470932 (0.2003871376454498) | > loss_disc_real_2: 0.19172599911689758 (0.21422567214379765) | > loss_disc_real_3: 0.2321271002292633 (0.22919832944204022) | > loss_disc_real_4: 0.2646392285823822 (0.22956938100926702) | > loss_disc_real_5: 0.2120223045349121 (0.22383179411541818) | > loss_0: 2.335663318634033 (2.37329484364174) | > grad_norm_0: tensor(33.8284, device='cuda:0') (tensor(16.5105, device='cuda:0')) | > loss_gen: 2.4566338062286377 (2.47399251287876) | > loss_kl: 2.076488494873047 (1.9266245864623086) | > loss_feat: 7.058882713317871 (7.035159649129686) | > loss_mel: 16.546476364135742 (17.845265170049405) | > loss_duration: 2.080847978591919 (2.0280145253549073) | > loss_1: 30.219329833984375 (31.309056511138404) | > grad_norm_1: tensor(386.2686, device='cuda:0') (tensor(168.1629, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3778 (0.3677245651543475) | > loader_time: 0.0044 (0.0038779114877711463) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_254500.pth  --> TIME: 2024-06-11 13:21:05 -- STEP: 204/330 -- GLOBAL_STEP: 254525 | > loss_disc: 2.426117181777954 (2.372256934642793) | > loss_disc_real_0: 0.12392059713602066 (0.11601602202098743) | > loss_disc_real_1: 0.18183323740959167 (0.19967482144049575) | > loss_disc_real_2: 0.1791059523820877 (0.21390479445165278) | > loss_disc_real_3: 0.23296694457530975 (0.2294396357062985) | > loss_disc_real_4: 0.20887526869773865 (0.22908178556199169) | > loss_disc_real_5: 0.23813274502754211 (0.2237179477279093) | > loss_0: 2.426117181777954 (2.372256934642793) | > grad_norm_0: tensor(7.9885, device='cuda:0') (tensor(18.5710, device='cuda:0')) | > loss_gen: 2.613971471786499 (2.4809438784917206) | > loss_kl: 2.1188735961914062 (1.9263540564798842) | > loss_feat: 7.414920806884766 (7.055261277684979) | > loss_mel: 18.10589599609375 (17.819460139555105) | > loss_duration: 2.0218586921691895 (2.034875181375764) | > loss_1: 32.27552032470703 (31.31689458734849) | > grad_norm_1: tensor(486.9642, device='cuda:0') (tensor(192.9809, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.3937 (0.3711664524732853) | > loader_time: 0.0053 (0.0040207446790209)  --> TIME: 2024-06-11 13:21:16 -- STEP: 229/330 -- GLOBAL_STEP: 254550 | > loss_disc: 2.328221082687378 (2.36781964656047) | > loss_disc_real_0: 0.07081512361764908 (0.11621376401927794) | > loss_disc_real_1: 0.16845490038394928 (0.19977339191207724) | > loss_disc_real_2: 0.21058693528175354 (0.21370166683301134) | > loss_disc_real_3: 0.18891412019729614 (0.2288604754157462) | > loss_disc_real_4: 0.23990395665168762 (0.2286776319211227) | > loss_disc_real_5: 0.19674068689346313 (0.22331772614514464) | > loss_0: 2.328221082687378 (2.36781964656047) | > grad_norm_0: tensor(28.8281, device='cuda:0') (tensor(21.5487, device='cuda:0')) | > loss_gen: 2.5154566764831543 (2.4902023717305557) | > loss_kl: 1.9912968873977661 (1.9297224080198196) | > loss_feat: 7.966375350952148 (7.069626806084246) | > loss_mel: 18.133560180664062 (17.77833236461125) | > loss_duration: 2.1486973762512207 (2.0431453192598417) | > loss_1: 32.75538635253906 (31.311029317597637) | > grad_norm_1: tensor(421.1281, device='cuda:0') (tensor(213.4120, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.4211 (0.37466373818410026) | > loader_time: 0.0054 (0.004161003895722103)  --> TIME: 2024-06-11 13:21:27 -- STEP: 254/330 -- GLOBAL_STEP: 254575 | > loss_disc: 2.363377332687378 (2.3640559545652144) | > loss_disc_real_0: 0.22235749661922455 (0.116620755600413) | > loss_disc_real_1: 0.18381249904632568 (0.1992752707497342) | > loss_disc_real_2: 0.22532136738300323 (0.2138618677267878) | > loss_disc_real_3: 0.22853906452655792 (0.22885950214750184) | > loss_disc_real_4: 0.213897243142128 (0.22799994814114308) | > loss_disc_real_5: 0.20898401737213135 (0.22269655183309645) | > loss_0: 2.363377332687378 (2.3640559545652144) | > grad_norm_0: tensor(53.9061, device='cuda:0') (tensor(23.5104, device='cuda:0')) | > loss_gen: 2.561851978302002 (2.4956528689917628) | > loss_kl: 1.913254737854004 (1.9318442400984877) | > loss_feat: 7.656508445739746 (7.089564873477605) | > loss_mel: 17.243797302246094 (17.754920974491167) | > loss_duration: 2.099490165710449 (2.050132749587531) | > loss_1: 31.474903106689453 (31.32211577798438) | > grad_norm_1: tensor(613.8231, device='cuda:0') (tensor(232.0182, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.4351 (0.37980763930974054) | > loader_time: 0.0067 (0.004326656108766092)  --> TIME: 2024-06-11 13:21:38 -- STEP: 279/330 -- GLOBAL_STEP: 254600 | > loss_disc: 2.401862382888794 (2.361269229629134) | > loss_disc_real_0: 0.15576639771461487 (0.1169396963865099) | > loss_disc_real_1: 0.21750564873218536 (0.19882392776482427) | > loss_disc_real_2: 0.24363234639167786 (0.2135383159349469) | > loss_disc_real_3: 0.2532110810279846 (0.22858072694484471) | > loss_disc_real_4: 0.24889086186885834 (0.2279769603069538) | > loss_disc_real_5: 0.21318195760250092 (0.2225838554589125) | > loss_0: 2.401862382888794 (2.361269229629134) | > grad_norm_0: tensor(47.0554, device='cuda:0') (tensor(23.8935, device='cuda:0')) | > loss_gen: 2.582677125930786 (2.494252965441742) | > loss_kl: 1.9915270805358887 (1.936719736318007) | > loss_feat: 7.073482036590576 (7.101388731310443) | > loss_mel: 17.8564453125 (17.722966840190292) | > loss_duration: 2.1468873023986816 (2.059161704073669) | > loss_1: 31.651020050048828 (31.314490041425152) | > grad_norm_1: tensor(140.6678, device='cuda:0') (tensor(244.3603, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.44 (0.38584697887461683) | > loader_time: 0.0064 (0.0045137798487071955)  --> TIME: 2024-06-11 13:21:50 -- STEP: 304/330 -- GLOBAL_STEP: 254625 | > loss_disc: 2.5014967918395996 (2.3640103010754827) | > loss_disc_real_0: 0.22393541038036346 (0.11841446229893911) | > loss_disc_real_1: 0.20146045088768005 (0.19922671378835255) | > loss_disc_real_2: 0.21271951496601105 (0.2141044550134164) | > loss_disc_real_3: 0.24951396882534027 (0.22861391021624983) | > loss_disc_real_4: 0.2387363761663437 (0.22788303115062022) | > loss_disc_real_5: 0.25335192680358887 (0.22236661622790913) | > loss_0: 2.5014967918395996 (2.3640103010754827) | > grad_norm_0: tensor(97.6224, device='cuda:0') (tensor(26.2037, device='cuda:0')) | > loss_gen: 2.270073413848877 (2.4930492396417434) | > loss_kl: 2.100045919418335 (1.9415786940800517) | > loss_feat: 7.482242584228516 (7.100427781280718) | > loss_mel: 17.324342727661133 (17.670206333461568) | > loss_duration: 2.2012524604797363 (2.0694663226604466) | > loss_1: 31.37795639038086 (31.274728442493238) | > grad_norm_1: tensor(425.8791, device='cuda:0') (tensor(258.9223, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.4752 (0.3923292709024329) | > loader_time: 0.0076 (0.00470000034884403)  --> TIME: 2024-06-11 13:22:18 -- STEP: 329/330 -- GLOBAL_STEP: 254650 | > loss_disc: 2.6171202659606934 (2.367634815285634) | > loss_disc_real_0: 0.3318982720375061 (0.12003482665334429) | > loss_disc_real_1: 0.2743914723396301 (0.2001674606218527) | > loss_disc_real_2: 0.17359130084514618 (0.21384338115124002) | > loss_disc_real_3: 0.24632911384105682 (0.22882893735876916) | > loss_disc_real_4: 0.26450228691101074 (0.2273982512371156) | > loss_disc_real_5: 0.2261180281639099 (0.22210640254172873) | > loss_0: 2.6171202659606934 (2.367634815285634) | > grad_norm_0: tensor(19.0175, device='cuda:0') (tensor(26.6680, device='cuda:0')) | > loss_gen: 3.031545877456665 (2.4999734717661872) | > loss_kl: 2.2687385082244873 (1.9490300221283747) | > loss_feat: 11.299992561340332 (7.199005482044626) | > loss_mel: 19.16123390197754 (17.644276929119087) | > loss_duration: 2.287992477416992 (2.083633750405356) | > loss_1: 38.04950714111328 (31.37591976525211) | > grad_norm_1: tensor(208.7940, device='cuda:0') (tensor(273.4027, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 14.4123 (0.44758389930956977) | > loader_time: 0.0335 (0.005174412915771858)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4005072116851807 (2.4005072116851807) | > loss_disc_real_0: 0.11841601133346558 (0.11841601133346558) | > loss_disc_real_1: 0.42995429039001465 (0.42995429039001465) | > loss_disc_real_2: 0.2511049509048462 (0.2511049509048462) | > loss_disc_real_3: 0.3200477361679077 (0.3200477361679077) | > loss_disc_real_4: 0.3010734021663666 (0.3010734021663666) | > loss_disc_real_5: 0.1891174465417862 (0.1891174465417862) | > loss_0: 2.4005072116851807 (2.4005072116851807) | > loss_gen: 3.0305960178375244 (3.0305960178375244) | > loss_kl: 2.2550292015075684 (2.2550292015075684) | > loss_feat: 7.697754859924316 (7.697754859924316) | > loss_mel: 17.511056900024414 (17.511056900024414) | > loss_duration: 2.9662985801696777 (2.9662985801696777) | > loss_1: 33.46073532104492 (33.46073532104492)  --> STEP: 1 | > loss_disc: 2.4338126182556152 (2.4338126182556152) | > loss_disc_real_0: 0.12788698077201843 (0.12788698077201843) | > loss_disc_real_1: 0.34231752157211304 (0.34231752157211304) | > loss_disc_real_2: 0.23604285717010498 (0.23604285717010498) | > loss_disc_real_3: 0.23786640167236328 (0.23786640167236328) | > loss_disc_real_4: 0.3155314326286316 (0.3155314326286316) | > loss_disc_real_5: 0.20206931233406067 (0.20206931233406067) | > loss_0: 2.4338126182556152 (2.4338126182556152) | > loss_gen: 2.5992588996887207 (2.5992588996887207) | > loss_kl: 2.258875608444214 (2.258875608444214) | > loss_feat: 6.034536361694336 (6.034536361694336) | > loss_mel: 19.64982032775879 (19.64982032775879) | > loss_duration: 2.409473419189453 (2.409473419189453) | > loss_1: 32.95196533203125 (32.95196533203125)  --> STEP: 2 | > loss_disc: 2.7482078075408936 (2.5910102128982544) | > loss_disc_real_0: 0.13771989941596985 (0.13280344009399414) | > loss_disc_real_1: 0.5136330127716064 (0.42797526717185974) | > loss_disc_real_2: 0.2461731731891632 (0.2411080151796341) | > loss_disc_real_3: 0.2477227747440338 (0.24279458820819855) | > loss_disc_real_4: 0.29483893513679504 (0.3051851838827133) | > loss_disc_real_5: 0.22880400717258453 (0.2154366597533226) | > loss_0: 2.7482078075408936 (2.5910102128982544) | > loss_gen: 2.7741639614105225 (2.6867114305496216) | > loss_kl: 3.299196720123291 (2.7790361642837524) | > loss_feat: 5.813830375671387 (5.924183368682861) | > loss_mel: 18.18482780456543 (18.91732406616211) | > loss_duration: 2.440575361251831 (2.425024390220642) | > loss_1: 32.512596130371094 (32.73228073120117)  --> STEP: 3 | > loss_disc: 2.3004887104034424 (2.4941697120666504) | > loss_disc_real_0: 0.09548170864582062 (0.12036286294460297) | > loss_disc_real_1: 0.2758179306983948 (0.3772561550140381) | > loss_disc_real_2: 0.2565881609916687 (0.24626806378364563) | > loss_disc_real_3: 0.2730823755264282 (0.2528905173142751) | > loss_disc_real_4: 0.2917371094226837 (0.3007024923960368) | > loss_disc_real_5: 0.2676960825920105 (0.23285646736621857) | > loss_0: 2.3004887104034424 (2.4941697120666504) | > loss_gen: 2.7697439193725586 (2.714388926823934) | > loss_kl: 2.5722768306732178 (2.710116386413574) | > loss_feat: 5.121016979217529 (5.656461238861084) | > loss_mel: 17.323122024536133 (18.385923385620117) | > loss_duration: 2.3868508338928223 (2.412299871444702) | > loss_1: 30.173009872436523 (31.87919044494629)  --> STEP: 4 | > loss_disc: 2.84197998046875 (2.5811222791671753) | > loss_disc_real_0: 0.17661814391613007 (0.13442668318748474) | > loss_disc_real_1: 0.5502588748931885 (0.4205068349838257) | > loss_disc_real_2: 0.3022410273551941 (0.26026130467653275) | > loss_disc_real_3: 0.2882733643054962 (0.2617362290620804) | > loss_disc_real_4: 0.28598466515541077 (0.2970230355858803) | > loss_disc_real_5: 0.24491462111473083 (0.23587100580334663) | > loss_0: 2.84197998046875 (2.5811222791671753) | > loss_gen: 2.7212517261505127 (2.7161046266555786) | > loss_kl: 3.2961127758026123 (2.8566154837608337) | > loss_feat: 6.7667107582092285 (5.93402361869812) | > loss_mel: 16.37929916381836 (17.884267330169678) | > loss_duration: 2.288050651550293 (2.3812375664711) | > loss_1: 31.451427459716797 (31.772249698638916)  --> STEP: 5 | > loss_disc: 2.3158905506134033 (2.528075933456421) | > loss_disc_real_0: 0.20476366579532623 (0.14849407970905304) | > loss_disc_real_1: 0.40121111273765564 (0.41664769053459166) | > loss_disc_real_2: 0.2514958679676056 (0.2585082173347473) | > loss_disc_real_3: 0.18546852469444275 (0.24648268818855285) | > loss_disc_real_4: 0.18566520512104034 (0.2747514694929123) | > loss_disc_real_5: 0.11242290586233139 (0.2111813858151436) | > loss_0: 2.3158905506134033 (2.528075933456421) | > loss_gen: 2.8223936557769775 (2.737362432479858) | > loss_kl: 2.4772517681121826 (2.7807427406311036) | > loss_feat: 7.079092502593994 (6.163037395477295) | > loss_mel: 18.917497634887695 (18.090913391113283) | > loss_duration: 2.406075954437256 (2.386205244064331) | > loss_1: 33.70231246948242 (32.15826225280762)  --> STEP: 6 | > loss_disc: 2.287261962890625 (2.487940271695455) | > loss_disc_real_0: 0.14880074560642242 (0.14854519069194794) | > loss_disc_real_1: 0.39153069257736206 (0.4124615242083867) | > loss_disc_real_2: 0.20703230798244476 (0.24992889910936356) | > loss_disc_real_3: 0.22440922260284424 (0.2428037772576014) | > loss_disc_real_4: 0.21208766102790833 (0.26430750141541165) | > loss_disc_real_5: 0.18251153826713562 (0.2064030778904756) | > loss_0: 2.287261962890625 (2.487940271695455) | > loss_gen: 2.914660692214966 (2.7669121424357095) | > loss_kl: 2.869680404663086 (2.795565684636434) | > loss_feat: 6.015414237976074 (6.138433535893758) | > loss_mel: 19.7639102935791 (18.369746208190918) | > loss_duration: 2.1996822357177734 (2.3551180760065713) | > loss_1: 33.76335144042969 (32.42577711741129)  --> STEP: 7 | > loss_disc: 2.2542166709899902 (2.4545511858803883) | > loss_disc_real_0: 0.13672687113285065 (0.1468568593263626) | > loss_disc_real_1: 0.37239089608192444 (0.40673714876174927) | > loss_disc_real_2: 0.33768707513809204 (0.2624657813991819) | > loss_disc_real_3: 0.24754978716373444 (0.24348177867276327) | > loss_disc_real_4: 0.23005081713199615 (0.2594136893749237) | > loss_disc_real_5: 0.1827789843082428 (0.20302820737872804) | > loss_0: 2.2542166709899902 (2.4545511858803883) | > loss_gen: 3.2815191745758057 (2.840427432741438) | > loss_kl: 3.6472420692443848 (2.917233739580427) | > loss_feat: 8.466327667236328 (6.470989840371268) | > loss_mel: 18.516952514648438 (18.390775680541992) | > loss_duration: 2.4577584266662598 (2.3697809832436696) | > loss_1: 36.36980056762695 (32.989209038870676)  --> STEP: 8 | > loss_disc: 1.741821050643921 (2.36545991897583) | > loss_disc_real_0: 0.09847888350486755 (0.14080961234867573) | > loss_disc_real_1: 0.29746025800704956 (0.3930775374174118) | > loss_disc_real_2: 0.17152820527553558 (0.2510985843837261) | > loss_disc_real_3: 0.26016610860824585 (0.2455673199146986) | > loss_disc_real_4: 0.15642878413200378 (0.24654057621955872) | > loss_disc_real_5: 0.13846886157989502 (0.19495828915387392) | > loss_0: 1.741821050643921 (2.36545991897583) | > loss_gen: 3.695485830307007 (2.947309732437134) | > loss_kl: 2.6614902019500732 (2.8852657973766327) | > loss_feat: 12.404292106628418 (7.212652623653412) | > loss_mel: 20.610485076904297 (18.66823935508728) | > loss_duration: 2.1991937160491943 (2.3484575748443604) | > loss_1: 41.570945739746094 (34.0619261264801)  --> STEP: 9 | > loss_disc: 2.289898633956909 (2.3570642206403942) | > loss_disc_real_0: 0.0781642273068428 (0.1338490140106943) | > loss_disc_real_1: 0.36134278774261475 (0.38955145412021214) | > loss_disc_real_2: 0.2892604172229767 (0.25533878803253174) | > loss_disc_real_3: 0.2612057328224182 (0.24730492134888968) | > loss_disc_real_4: 0.2938295006752014 (0.25179490115907455) | > loss_disc_real_5: 0.2566184401512146 (0.20180941704246733) | > loss_0: 2.289898633956909 (2.3570642206403942) | > loss_gen: 2.9986441135406494 (2.9530135525597467) | > loss_kl: 2.308401584625244 (2.8211697737375894) | > loss_feat: 8.123139381408691 (7.313817818959554) | > loss_mel: 19.49625015258789 (18.76024055480957) | > loss_duration: 2.1678903102874756 (2.328394545449151) | > loss_1: 35.09432601928711 (34.17663722568088)  --> STEP: 10 | > loss_disc: 2.513270139694214 (2.3726848125457765) | > loss_disc_real_0: 0.20779716968536377 (0.14124382957816123) | > loss_disc_real_1: 0.3649759590625763 (0.38709390461444854) | > loss_disc_real_2: 0.3088840842247009 (0.26069331765174864) | > loss_disc_real_3: 0.24641630053520203 (0.2472160592675209) | > loss_disc_real_4: 0.26230156421661377 (0.2528455674648285) | > loss_disc_real_5: 0.22180680930614471 (0.20380915626883506) | > loss_0: 2.513270139694214 (2.3726848125457765) | > loss_gen: 3.0066170692443848 (2.9583739042282104) | > loss_kl: 2.563152551651001 (2.7953680515289308) | > loss_feat: 6.828041076660156 (7.265240144729614) | > loss_mel: 17.60407066345215 (18.64462356567383) | > loss_duration: 2.3945374488830566 (2.3350088357925416) | > loss_1: 32.396419525146484 (33.998615455627444)  --> STEP: 11 | > loss_disc: 2.6151649951934814 (2.3947284655137495) | > loss_disc_real_0: 0.10375624895095825 (0.13783586770296097) | > loss_disc_real_1: 0.3452460467815399 (0.38328955390236596) | > loss_disc_real_2: 0.27236783504486084 (0.26175463741475885) | > loss_disc_real_3: 0.31607362627983093 (0.25347583808682184) | > loss_disc_real_4: 0.25402605533599854 (0.25295288454402576) | > loss_disc_real_5: 0.31470662355422974 (0.21389074420387094) | > loss_0: 2.6151649951934814 (2.3947284655137495) | > loss_gen: 2.4925718307495117 (2.9160282611846924) | > loss_kl: 3.267071485519409 (2.8382501818917016) | > loss_feat: 5.329837799072266 (7.089294476942583) | > loss_mel: 16.268033981323242 (18.428569967096504) | > loss_duration: 2.440725326538086 (2.3446194258603184) | > loss_1: 29.798242568969727 (33.616763375022195)  --> STEP: 12 | > loss_disc: 2.4189164638519287 (2.396744132041931) | > loss_disc_real_0: 0.11666002869606018 (0.1360712144523859) | > loss_disc_real_1: 0.32809528708457947 (0.3786900316675504) | > loss_disc_real_2: 0.29147911071777344 (0.26423167685667676) | > loss_disc_real_3: 0.29106390476226807 (0.25660817697644234) | > loss_disc_real_4: 0.2272312194108963 (0.2508094124495983) | > loss_disc_real_5: 0.20824334025382996 (0.2134201272080342) | > loss_0: 2.4189164638519287 (2.396744132041931) | > loss_gen: 2.7044010162353516 (2.898392657438914) | > loss_kl: 2.2484419345855713 (2.7890994946161904) | > loss_feat: 5.594198226928711 (6.96470312277476) | > loss_mel: 17.730751037597656 (18.370418389638267) | > loss_duration: 2.248305082321167 (2.336593230565389) | > loss_1: 30.52609634399414 (33.35920778910319)  --> STEP: 13 | > loss_disc: 2.3213937282562256 (2.3909479471353383) | > loss_disc_real_0: 0.07793422043323517 (0.1315991379893743) | > loss_disc_real_1: 0.296875 (0.37239656769312346) | > loss_disc_real_2: 0.2607140839099884 (0.26396109278385455) | > loss_disc_real_3: 0.2832965552806854 (0.2586611291536918) | > loss_disc_real_4: 0.2404266744852066 (0.25001074029849124) | > loss_disc_real_5: 0.23447705805301666 (0.2150398911191867) | > loss_0: 2.3213937282562256 (2.3909479471353383) | > loss_gen: 2.6344683170318604 (2.87809078509991) | > loss_kl: 3.2727057933807373 (2.8262999791365404) | > loss_feat: 5.942741394042969 (6.886090682103084) | > loss_mel: 16.1954402923584 (18.2031123821552) | > loss_duration: 2.247602939605713 (2.329747823568491) | > loss_1: 30.292959213256836 (33.123342514038086)  --> STEP: 14 | > loss_disc: 2.5992228984832764 (2.405824729374477) | > loss_disc_real_0: 0.11988167464733124 (0.1307621763220855) | > loss_disc_real_1: 0.5285780429840088 (0.3835523873567581) | > loss_disc_real_2: 0.23129555583000183 (0.26162784014429363) | > loss_disc_real_3: 0.3537233769893646 (0.2654512897133828) | > loss_disc_real_4: 0.271603524684906 (0.251553082040378) | > loss_disc_real_5: 0.19544130563735962 (0.21363999215619905) | > loss_0: 2.5992228984832764 (2.405824729374477) | > loss_gen: 2.7865805625915527 (2.871554340635027) | > loss_kl: 3.953174591064453 (2.906791022845677) | > loss_feat: 7.602005958557129 (6.937227487564087) | > loss_mel: 19.767545700073242 (18.314857619149343) | > loss_duration: 2.3840293884277344 (2.333625078201294) | > loss_1: 36.49333572387695 (33.364056314740864)  --> STEP: 15 | > loss_disc: 2.531841993331909 (2.4142258803049725) | > loss_disc_real_0: 0.2473733127117157 (0.1385362520813942) | > loss_disc_real_1: 0.3966750502586365 (0.3844272315502167) | > loss_disc_real_2: 0.2657794654369354 (0.2619046151638031) | > loss_disc_real_3: 0.2954782545566559 (0.267453087369601) | > loss_disc_real_4: 0.23446354269981384 (0.25041377941767373) | > loss_disc_real_5: 0.2215169370174408 (0.21416512181361516) | > loss_0: 2.531841993331909 (2.4142258803049725) | > loss_gen: 2.8389806747436523 (2.8693827629089355) | > loss_kl: 3.260258197784424 (2.930355501174927) | > loss_feat: 7.0794572830200195 (6.9467094739278155) | > loss_mel: 17.293628692626953 (18.246775690714518) | > loss_duration: 2.364380121231079 (2.3356754144032794) | > loss_1: 32.83670425415039 (33.3288995107015)  --> STEP: 16 | > loss_disc: 2.5354013442993164 (2.421799346804619) | > loss_disc_real_0: 0.1721445918083191 (0.140636773314327) | > loss_disc_real_1: 0.3963561952114105 (0.3851727917790413) | > loss_disc_real_2: 0.2718502879142761 (0.26252621971070766) | > loss_disc_real_3: 0.2511288821697235 (0.26643282454460865) | > loss_disc_real_4: 0.2941685616970062 (0.253148453310132) | > loss_disc_real_5: 0.2680637538433075 (0.21753378631547093) | > loss_0: 2.5354013442993164 (2.421799346804619) | > loss_gen: 3.023637294769287 (2.8790236711502075) | > loss_kl: 2.4886302947998047 (2.9027476757764816) | > loss_feat: 7.036252021789551 (6.952305883169174) | > loss_mel: 16.244873046875 (18.12165677547455) | > loss_duration: 2.3373823165893555 (2.3357820957899094) | > loss_1: 31.130775451660156 (33.191516757011414)  --> STEP: 17 | > loss_disc: 2.610334873199463 (2.4328896718866684) | > loss_disc_real_0: 0.16339701414108276 (0.14197561101001852) | > loss_disc_real_1: 0.3769831657409668 (0.3846910490709193) | > loss_disc_real_2: 0.2690919041633606 (0.26291243644321666) | > loss_disc_real_3: 0.24533559381961823 (0.2651918109725504) | > loss_disc_real_4: 0.2851994037628174 (0.25503380333676057) | > loss_disc_real_5: 0.2642614543437958 (0.22028247267007828) | > loss_0: 2.610334873199463 (2.4328896718866684) | > loss_gen: 2.5972981452941895 (2.8624515813939713) | > loss_kl: 2.718657970428467 (2.8919188695795395) | > loss_feat: 5.001880645751953 (6.837574986850514) | > loss_mel: 17.26071548461914 (18.07101317013011) | > loss_duration: 2.4039254188537598 (2.339790526558371) | > loss_1: 29.98247718811035 (33.00274972354664)  --> STEP: 18 | > loss_disc: 2.1113481521606445 (2.4150262541241116) | > loss_disc_real_0: 0.08356756716966629 (0.1387307196855545) | > loss_disc_real_1: 0.15650415420532227 (0.37201399935616386) | > loss_disc_real_2: 0.1837291419506073 (0.2585133645269606) | > loss_disc_real_3: 0.2098449021577835 (0.26211698270506334) | > loss_disc_real_4: 0.18328674137592316 (0.2510478554500474) | > loss_disc_real_5: 0.22555620968341827 (0.22057545805970827) | > loss_0: 2.1113481521606445 (2.4150262541241116) | > loss_gen: 2.5866665840148926 (2.847130192650689) | > loss_kl: 3.1245110034942627 (2.9048406547970242) | > loss_feat: 9.413456916809082 (6.980679538514879) | > loss_mel: 19.26683235168457 (18.137447569105362) | > loss_duration: 2.2452545166015625 (2.334538526005215) | > loss_1: 36.636722564697266 (33.204637103610565)  --> STEP: 19 | > loss_disc: 2.338231086730957 (2.4109844032086825) | > loss_disc_real_0: 0.1653844714164734 (0.14013354872402392) | > loss_disc_real_1: 0.3118460774421692 (0.36884726662384837) | > loss_disc_real_2: 0.19165214896202087 (0.2549943531814374) | > loss_disc_real_3: 0.2453303039073944 (0.26123347329465973) | > loss_disc_real_4: 0.2594130337238312 (0.25148812799077286) | > loss_disc_real_5: 0.23382624983787537 (0.22127286815329603) | > loss_0: 2.338231086730957 (2.4109844032086825) | > loss_gen: 2.8085074424743652 (2.8450974163256193) | > loss_kl: 2.1822025775909424 (2.866807071786178) | > loss_feat: 7.857611656188965 (7.026833860497725) | > loss_mel: 17.991474151611328 (18.129764757658307) | > loss_duration: 2.374164581298828 (2.336624107862774) | > loss_1: 33.213958740234375 (33.20512771606445)  --> STEP: 20 | > loss_disc: 2.6129631996154785 (2.4210833430290224) | > loss_disc_real_0: 0.08833668380975723 (0.13754370547831057) | > loss_disc_real_1: 0.5702953338623047 (0.3789196699857712) | > loss_disc_real_2: 0.21593210101127625 (0.25304124057292937) | > loss_disc_real_3: 0.26015493273735046 (0.2611795462667943) | > loss_disc_real_4: 0.32315385341644287 (0.2550714142620564) | > loss_disc_real_5: 0.2512345314025879 (0.2227709513157606) | > loss_0: 2.6129631996154785 (2.4210833430290224) | > loss_gen: 2.9739456176757812 (2.8515398263931275) | > loss_kl: 2.1850664615631104 (2.832720041275025) | > loss_feat: 6.025420188903809 (6.97676317691803) | > loss_mel: 18.808088302612305 (18.163680934906004) | > loss_duration: 2.3449857234954834 (2.3370421886444093) | > loss_1: 32.33750534057617 (33.16174659729004)  --> STEP: 21 | > loss_disc: 2.296278953552246 (2.4151402768634616) | > loss_disc_real_0: 0.07604031264781952 (0.13461497248638243) | > loss_disc_real_1: 0.3066343665122986 (0.37547751267751056) | > loss_disc_real_2: 0.31083863973617554 (0.2557934976759411) | > loss_disc_real_3: 0.21267558634281158 (0.2588698338894618) | > loss_disc_real_4: 0.24812862277030945 (0.25474080514340175) | > loss_disc_real_5: 0.2766493260860443 (0.22533658820958363) | > loss_0: 2.296278953552246 (2.4151402768634616) | > loss_gen: 2.8885631561279297 (2.853302842094785) | > loss_kl: 2.031782388687134 (2.794580153056554) | > loss_feat: 7.035374164581299 (6.979554176330566) | > loss_mel: 16.43316078186035 (18.081275213332404) | > loss_duration: 2.1745285987854004 (2.3293034462701705) | > loss_1: 30.56340789794922 (33.038016183035715)  --> STEP: 22 | > loss_disc: 2.564852714538574 (2.4219453876668755) | > loss_disc_real_0: 0.12342359125614166 (0.1341062733395533) | > loss_disc_real_1: 0.4974352717399597 (0.3810210471803492) | > loss_disc_real_2: 0.2299705594778061 (0.2546197277578441) | > loss_disc_real_3: 0.22057129442691803 (0.25712899118661886) | > loss_disc_real_4: 0.24913382530212402 (0.25448594242334366) | > loss_disc_real_5: 0.2537466585636139 (0.22662795504385774) | > loss_0: 2.564852714538574 (2.4219453876668755) | > loss_gen: 2.894770622253418 (2.8551877411929043) | > loss_kl: 1.920044183731079 (2.7548285180872143) | > loss_feat: 7.15687894821167 (6.987614393234253) | > loss_mel: 17.105876922607422 (18.03693892739036) | > loss_duration: 2.177861213684082 (2.3224197084253486) | > loss_1: 31.25543212890625 (32.95698963512074)  --> STEP: 23 | > loss_disc: 2.752537965774536 (2.436318978019383) | > loss_disc_real_0: 0.1944446563720703 (0.1367296812974888) | > loss_disc_real_1: 0.4592186510562897 (0.38442094300104224) | > loss_disc_real_2: 0.2686333954334259 (0.25522901765678246) | > loss_disc_real_3: 0.32099857926368713 (0.2599059297986653) | > loss_disc_real_4: 0.28813016414642334 (0.2559487346721732) | > loss_disc_real_5: 0.26736539602279663 (0.22839914812989856) | > loss_0: 2.752537965774536 (2.436318978019383) | > loss_gen: 2.647083282470703 (2.846139721248461) | > loss_kl: 2.6683359146118164 (2.751067970110023) | > loss_feat: 4.643587112426758 (6.885700163633927) | > loss_mel: 18.76202392578125 (18.068464362103008) | > loss_duration: 2.272778034210205 (2.3202613747638203) | > loss_1: 30.99380874633789 (32.8716339443041)  --> STEP: 24 | > loss_disc: 2.684788942337036 (2.446671893199285) | > loss_disc_real_0: 0.09682418406009674 (0.1350669522459308) | > loss_disc_real_1: 0.44085848331451416 (0.3867725071807702) | > loss_disc_real_2: 0.3346336781978607 (0.2585375451793274) | > loss_disc_real_3: 0.2945581376552582 (0.26134977179269) | > loss_disc_real_4: 0.2964634597301483 (0.2576368482162555) | > loss_disc_real_5: 0.3281811475753784 (0.2325567314401269) | > loss_0: 2.684788942337036 (2.446671893199285) | > loss_gen: 2.728065013885498 (2.841219941775004) | > loss_kl: 2.479814291000366 (2.7397657334804535) | > loss_feat: 5.419162273406982 (6.824594418207805) | > loss_mel: 16.811275482177734 (18.01608149210612) | > loss_duration: 2.4139668941497803 (2.324165771404902) | > loss_1: 29.852283477783203 (32.74582767486573)  --> STEP: 25 | > loss_disc: 2.635530471801758 (2.4542262363433838) | > loss_disc_real_0: 0.12523294985294342 (0.1346735921502113) | > loss_disc_real_1: 0.2974819540977478 (0.3832008850574493) | > loss_disc_real_2: 0.2920641601085663 (0.25987860977649696) | > loss_disc_real_3: 0.279094934463501 (0.2620595782995224) | > loss_disc_real_4: 0.27798670530319214 (0.258450842499733) | > loss_disc_real_5: 0.2835160195827484 (0.23459510296583175) | > loss_0: 2.635530471801758 (2.4542262363433838) | > loss_gen: 2.4744207859039307 (2.8265479755401612) | > loss_kl: 2.54276704788208 (2.7318857860565187) | > loss_feat: 7.449126720428467 (6.849575710296631) | > loss_mel: 17.158716201782227 (17.981786880493164) | > loss_duration: 2.345867872238159 (2.3250338554382326) | > loss_1: 31.970897674560547 (32.71483047485353)  --> STEP: 26 | > loss_disc: 3.819559335708618 (2.5067390478574314) | > loss_disc_real_0: 0.5681964159011841 (0.1513475469098641) | > loss_disc_real_1: 0.4542628824710846 (0.38593403880412763) | > loss_disc_real_2: 0.18092361092567444 (0.2568418790514653) | > loss_disc_real_3: 0.2139585316181183 (0.2602095380425454) | > loss_disc_real_4: 0.2985724210739136 (0.2599939801372015) | > loss_disc_real_5: 0.12557631731033325 (0.2304020727483126) | > loss_0: 3.819559335708618 (2.5067390478574314) | > loss_gen: 2.851388454437256 (2.8275033785746646) | > loss_kl: 2.389782667160034 (2.7187279737912693) | > loss_feat: 12.886636734008789 (7.0817703650547905) | > loss_mel: 21.179759979248047 (18.10478584582989) | > loss_duration: 2.2886962890625 (2.323636256731474) | > loss_1: 41.59626388549805 (33.056424067570624) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026084001247699442 (+0.0002782803315382735) | > avg_loss_disc: 2.5067390478574314 (+0.03738593596678541) | > avg_loss_disc_real_0: 0.1513475469098641 (-0.011689461910953908) | > avg_loss_disc_real_1: 0.38593403880412763 (+0.26963364590819067) | > avg_loss_disc_real_2: 0.2568418790514653 (+0.07758877970851391) | > avg_loss_disc_real_3: 0.2602095380425454 (+0.06113277433010253) | > avg_loss_disc_real_4: 0.2599939801372015 (+0.042893816358768044) | > avg_loss_disc_real_5: 0.2304020727483126 (-0.005076760426163673) | > avg_loss_0: 2.5067390478574314 (+0.03738593596678541) | > avg_loss_gen: 2.8275033785746646 (+0.6708302543713489) | > avg_loss_kl: 2.7187279737912693 (-0.07790645269247154) | > avg_loss_feat: 7.0817703650547905 (+0.33145755987900927) | > avg_loss_mel: 18.10478584582989 (+0.12633870198176567) | > avg_loss_duration: 2.323636256731474 (+0.014271442706768944) | > avg_loss_1: 33.056424067570624 (+1.0649913641122666)  > EPOCH: 505/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:22:24)   --> TIME: 2024-06-11 13:22:35 -- STEP: 24/330 -- GLOBAL_STEP: 254675 | > loss_disc: 2.400853157043457 (2.375961363315582) | > loss_disc_real_0: 0.10287286341190338 (0.10838852170854807) | > loss_disc_real_1: 0.20961831510066986 (0.21617049723863602) | > loss_disc_real_2: 0.21245676279067993 (0.21420850915213427) | > loss_disc_real_3: 0.24750205874443054 (0.22756777020792165) | > loss_disc_real_4: 0.24265220761299133 (0.2285910677164793) | > loss_disc_real_5: 0.21735310554504395 (0.22020570126672587) | > loss_0: 2.400853157043457 (2.375961363315582) | > grad_norm_0: tensor(13.9154, device='cuda:0') (tensor(10.0741, device='cuda:0')) | > loss_gen: 2.357357978820801 (2.466971913973491) | > loss_kl: 1.8698891401290894 (1.8666639924049377) | > loss_feat: 6.548218250274658 (6.820327977339427) | > loss_mel: 17.59210777282715 (18.033974568049107) | > loss_duration: 1.9735660552978516 (2.0726561645666757) | > loss_1: 30.34113883972168 (31.260594765345257) | > grad_norm_1: tensor(49.2311, device='cuda:0') (tensor(93.9121, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.382 (0.380021204551061) | > loader_time: 0.0044 (0.003338406483332316)  --> TIME: 2024-06-11 13:22:44 -- STEP: 49/330 -- GLOBAL_STEP: 254700 | > loss_disc: 2.3381056785583496 (2.365830684194759) | > loss_disc_real_0: 0.10772983729839325 (0.10947525425224888) | > loss_disc_real_1: 0.215795636177063 (0.20868648831941644) | > loss_disc_real_2: 0.20350587368011475 (0.21161844718212985) | > loss_disc_real_3: 0.22114069759845734 (0.2281105542669491) | > loss_disc_real_4: 0.21717926859855652 (0.2280266403543706) | > loss_disc_real_5: 0.21826797723770142 (0.22015652699129923) | > loss_0: 2.3381056785583496 (2.365830684194759) | > grad_norm_0: tensor(20.6603, device='cuda:0') (tensor(9.3299, device='cuda:0')) | > loss_gen: 2.478830575942993 (2.470952929282676) | > loss_kl: 1.814023494720459 (1.8877088974933236) | > loss_feat: 7.060912609100342 (6.932721186657341) | > loss_mel: 18.299480438232422 (17.989401330753235) | > loss_duration: 1.9369556903839111 (2.0308509554181784) | > loss_1: 31.59020233154297 (31.311635581814514) | > grad_norm_1: tensor(113.0289, device='cuda:0') (tensor(84.9289, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.3921 (0.3779768311247532) | > loader_time: 0.0044 (0.003555614121106206)  --> TIME: 2024-06-11 13:22:54 -- STEP: 74/330 -- GLOBAL_STEP: 254725 | > loss_disc: 2.262615442276001 (2.3679117415402384) | > loss_disc_real_0: 0.09233283996582031 (0.11125409764212531) | > loss_disc_real_1: 0.1838901787996292 (0.2041417835532008) | > loss_disc_real_2: 0.19997042417526245 (0.2116599785717758) | > loss_disc_real_3: 0.21410207450389862 (0.22863644462179494) | > loss_disc_real_4: 0.22084249556064606 (0.22998773548248652) | > loss_disc_real_5: 0.2023022323846817 (0.22152212483657374) | > loss_0: 2.262615442276001 (2.3679117415402384) | > grad_norm_0: tensor(9.8322, device='cuda:0') (tensor(9.6976, device='cuda:0')) | > loss_gen: 2.630279541015625 (2.461153877748026) | > loss_kl: 1.9290149211883545 (1.9064155333750956) | > loss_feat: 7.557398319244385 (6.9253420185398396) | > loss_mel: 18.339590072631836 (17.975958154008183) | > loss_duration: 1.9331138134002686 (2.0169800777693054) | > loss_1: 32.38939666748047 (31.28584982897784) | > grad_norm_1: tensor(39.4570, device='cuda:0') (tensor(96.8168, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.3693 (0.3744209682619249) | > loader_time: 0.0034 (0.0035980778771477775)  --> TIME: 2024-06-11 13:23:03 -- STEP: 99/330 -- GLOBAL_STEP: 254750 | > loss_disc: 2.3662679195404053 (2.3661887067736997) | > loss_disc_real_0: 0.11030703037977219 (0.11409441027978454) | > loss_disc_real_1: 0.19216695427894592 (0.20385971951364268) | > loss_disc_real_2: 0.23593619465827942 (0.21178591823337053) | > loss_disc_real_3: 0.22329306602478027 (0.22898988997695421) | > loss_disc_real_4: 0.19849775731563568 (0.22993452320195207) | > loss_disc_real_5: 0.199423149228096 (0.220549571544233) | > loss_0: 2.3662679195404053 (2.3661887067736997) | > grad_norm_0: tensor(25.2933, device='cuda:0') (tensor(10.6783, device='cuda:0')) | > loss_gen: 2.435417652130127 (2.465831291795982) | > loss_kl: 2.0624969005584717 (1.9046939960633866) | > loss_feat: 6.471812725067139 (6.94856158169833) | > loss_mel: 17.555593490600586 (17.930781894259972) | > loss_duration: 2.0322444438934326 (2.014971424834897) | > loss_1: 30.55756378173828 (31.264840309066003) | > grad_norm_1: tensor(227.9638, device='cuda:0') (tensor(107.9192, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.3608 (0.37313247931123983) | > loader_time: 0.0035 (0.0036278348980527935)  --> TIME: 2024-06-11 13:23:13 -- STEP: 124/330 -- GLOBAL_STEP: 254775 | > loss_disc: 2.162277936935425 (2.3632409918692794) | > loss_disc_real_0: 0.07523943483829498 (0.11366883010393189) | > loss_disc_real_1: 0.14932070672512054 (0.2021696488222768) | > loss_disc_real_2: 0.17682000994682312 (0.21126981872704723) | > loss_disc_real_3: 0.16566970944404602 (0.22883549777250137) | > loss_disc_real_4: 0.2243036925792694 (0.22980885003362933) | > loss_disc_real_5: 0.19047793745994568 (0.22099789436305722) | > loss_0: 2.162277936935425 (2.3632409918692794) | > grad_norm_0: tensor(8.2271, device='cuda:0') (tensor(11.6992, device='cuda:0')) | > loss_gen: 2.7071642875671387 (2.4695541416445095) | > loss_kl: 1.988412618637085 (1.9149531827818962) | > loss_feat: 7.984097957611084 (6.9744149715669685) | > loss_mel: 18.62952995300293 (17.935791815480872) | > loss_duration: 2.015798568725586 (2.0174083219420527) | > loss_1: 33.32500457763672 (31.31212262184389) | > grad_norm_1: tensor(223.6960, device='cuda:0') (tensor(124.5398, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.3799 (0.37337652137202604) | > loader_time: 0.0037 (0.0036610038049759404)  --> TIME: 2024-06-11 13:23:23 -- STEP: 149/330 -- GLOBAL_STEP: 254800 | > loss_disc: 2.373955488204956 (2.3663370993313375) | > loss_disc_real_0: 0.0922156274318695 (0.11481264473607876) | > loss_disc_real_1: 0.22341366112232208 (0.20137754962748325) | > loss_disc_real_2: 0.19773973524570465 (0.2118506608593384) | > loss_disc_real_3: 0.24268627166748047 (0.22977288937408652) | > loss_disc_real_4: 0.24919499456882477 (0.22969617739619824) | > loss_disc_real_5: 0.23330797255039215 (0.2211279763071329) | > loss_0: 2.373955488204956 (2.3663370993313375) | > grad_norm_0: tensor(15.1098, device='cuda:0') (tensor(14.3442, device='cuda:0')) | > loss_gen: 2.484133005142212 (2.4723547593059165) | > loss_kl: 1.9348037242889404 (1.925570598384678) | > loss_feat: 6.660735607147217 (6.987736977186778) | > loss_mel: 17.53370475769043 (17.946785907617347) | > loss_duration: 2.0509510040283203 (2.021317377186463) | > loss_1: 30.66432762145996 (31.353765769292846) | > grad_norm_1: tensor(157.7780, device='cuda:0') (tensor(154.2247, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.3935 (0.37555411518020115) | > loader_time: 0.0041 (0.0037813202646754733)  --> TIME: 2024-06-11 13:23:33 -- STEP: 174/330 -- GLOBAL_STEP: 254825 | > loss_disc: 2.373239517211914 (2.364594877451316) | > loss_disc_real_0: 0.10419271886348724 (0.11578031753500302) | > loss_disc_real_1: 0.23344852030277252 (0.20134340629152864) | > loss_disc_real_2: 0.20561447739601135 (0.2123149960548028) | > loss_disc_real_3: 0.20034000277519226 (0.22942158802487383) | > loss_disc_real_4: 0.22417999804019928 (0.22956783067563485) | > loss_disc_real_5: 0.22059287130832672 (0.220548485716184) | > loss_0: 2.373239517211914 (2.364594877451316) | > grad_norm_0: tensor(32.2498, device='cuda:0') (tensor(16.8647, device='cuda:0')) | > loss_gen: 2.407399892807007 (2.479399428970513) | > loss_kl: 2.0931999683380127 (1.9342302974613232) | > loss_feat: 7.0197319984436035 (7.019557043053637) | > loss_mel: 17.240076065063477 (17.91922103399518) | > loss_duration: 2.1131114959716797 (2.0261706511179627) | > loss_1: 30.873519897460938 (31.37857861354433) | > grad_norm_1: tensor(286.2638, device='cuda:0') (tensor(179.1568, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.3889 (0.3777234814632897) | > loader_time: 0.0045 (0.0038707626277002796)  --> TIME: 2024-06-11 13:23:43 -- STEP: 199/330 -- GLOBAL_STEP: 254850 | > loss_disc: 2.3206663131713867 (2.3644177374528272) | > loss_disc_real_0: 0.06879480928182602 (0.11677236241012362) | > loss_disc_real_1: 0.21589462459087372 (0.2011818488189323) | > loss_disc_real_2: 0.2614988386631012 (0.21263263026374069) | > loss_disc_real_3: 0.26620063185691833 (0.22965237880172443) | > loss_disc_real_4: 0.24193666875362396 (0.22881477524587257) | > loss_disc_real_5: 0.22362585365772247 (0.22066884806108236) | > loss_0: 2.3206663131713867 (2.3644177374528272) | > grad_norm_0: tensor(33.7404, device='cuda:0') (tensor(20.8081, device='cuda:0')) | > loss_gen: 2.6396515369415283 (2.4862367747417062) | > loss_kl: 1.7547122240066528 (1.9356317004965777) | > loss_feat: 6.9374680519104 (7.02511019922381) | > loss_mel: 17.78778076171875 (17.868170642373542) | > loss_duration: 2.1462314128875732 (2.0337497840574654) | > loss_1: 31.265844345092773 (31.348899237474605) | > grad_norm_1: tensor(404.7311, device='cuda:0') (tensor(208.1287, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.4084 (0.38026256896742616) | > loader_time: 0.0046 (0.003974909758448002)  --> TIME: 2024-06-11 13:23:53 -- STEP: 224/330 -- GLOBAL_STEP: 254875 | > loss_disc: 2.2769808769226074 (2.3627325849873677) | > loss_disc_real_0: 0.1302284449338913 (0.11611320889954056) | > loss_disc_real_1: 0.21213875710964203 (0.20135588997176712) | > loss_disc_real_2: 0.23150265216827393 (0.2126197879468756) | > loss_disc_real_3: 0.24222442507743835 (0.2295153861466263) | > loss_disc_real_4: 0.23001432418823242 (0.22787649483819092) | > loss_disc_real_5: 0.23539933562278748 (0.22107108422954166) | > loss_0: 2.2769808769226074 (2.3627325849873677) | > grad_norm_0: tensor(47.9973, device='cuda:0') (tensor(22.6574, device='cuda:0')) | > loss_gen: 2.7480218410491943 (2.4978678056171972) | > loss_kl: 2.0168979167938232 (1.9411912480635303) | > loss_feat: 6.735328197479248 (7.05823357616152) | > loss_mel: 17.58361053466797 (17.848959927047996) | > loss_duration: 2.1569690704345703 (2.0408466000642123) | > loss_1: 31.240827560424805 (31.387099266052246) | > grad_norm_1: tensor(315.2071, device='cuda:0') (tensor(233.1096, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.4169 (0.3834210612944194) | > loader_time: 0.0054 (0.004103333822318487)  --> TIME: 2024-06-11 13:24:04 -- STEP: 249/330 -- GLOBAL_STEP: 254900 | > loss_disc: 2.3481225967407227 (2.3654992254862344) | > loss_disc_real_0: 0.11082642525434494 (0.1168129276259836) | > loss_disc_real_1: 0.19417202472686768 (0.2013020095935308) | > loss_disc_real_2: 0.21241925656795502 (0.21272407334492388) | > loss_disc_real_3: 0.23452970385551453 (0.22950035387493042) | > loss_disc_real_4: 0.24369873106479645 (0.22883276342148762) | > loss_disc_real_5: 0.20925797522068024 (0.22123520022415252) | > loss_0: 2.3481225967407227 (2.3654992254862344) | > grad_norm_0: tensor(38.1962, device='cuda:0') (tensor(24.5185, device='cuda:0')) | > loss_gen: 2.507488965988159 (2.496052087071431) | > loss_kl: 2.1015686988830566 (1.9429239714480786) | > loss_feat: 6.944025993347168 (7.0616144214768) | > loss_mel: 18.162559509277344 (17.81977162878197) | > loss_duration: 2.115765333175659 (2.04863744950199) | > loss_1: 31.83140754699707 (31.3689996420619) | > grad_norm_1: tensor(492.3120, device='cuda:0') (tensor(248.9812, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.4193 (0.3874639315777514) | > loader_time: 0.0057 (0.004245881574699679)  --> TIME: 2024-06-11 13:24:15 -- STEP: 274/330 -- GLOBAL_STEP: 254925 | > loss_disc: 2.506230354309082 (2.3650370549111477) | > loss_disc_real_0: 0.16637034714221954 (0.11749167593508741) | > loss_disc_real_1: 0.20481209456920624 (0.20134029548316104) | > loss_disc_real_2: 0.27004459500312805 (0.21289855600708593) | > loss_disc_real_3: 0.24446366727352142 (0.22950682973992217) | > loss_disc_real_4: 0.22227729856967926 (0.22881368901172694) | > loss_disc_real_5: 0.21698348224163055 (0.2212292315968632) | > loss_0: 2.506230354309082 (2.3650370549111477) | > grad_norm_0: tensor(29.9532, device='cuda:0') (tensor(25.5767, device='cuda:0')) | > loss_gen: 2.2926807403564453 (2.494970551372445) | > loss_kl: 1.9043468236923218 (1.9450519328569844) | > loss_feat: 7.256906986236572 (7.07196283340454) | > loss_mel: 16.587202072143555 (17.778468984757023) | > loss_duration: 2.140634536743164 (2.0567353206829457) | > loss_1: 30.18177032470703 (31.34718970138661) | > grad_norm_1: tensor(202.2722, device='cuda:0') (tensor(258.5773, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.4373 (0.39175367268332595) | > loader_time: 0.0062 (0.004395549314735582)  --> TIME: 2024-06-11 13:24:27 -- STEP: 299/330 -- GLOBAL_STEP: 254950 | > loss_disc: 2.362834930419922 (2.36900012469212) | > loss_disc_real_0: 0.06414703279733658 (0.11885812882346453) | > loss_disc_real_1: 0.1886252611875534 (0.20149625010514344) | > loss_disc_real_2: 0.2285437434911728 (0.21321397905166334) | > loss_disc_real_3: 0.2360803633928299 (0.22940023871369186) | > loss_disc_real_4: 0.20949509739875793 (0.22906470463228065) | > loss_disc_real_5: 0.2248694896697998 (0.22153011348135895) | > loss_0: 2.362834930419922 (2.36900012469212) | > grad_norm_0: tensor(41.9687, device='cuda:0') (tensor(28.3496, device='cuda:0')) | > loss_gen: 2.535269021987915 (2.4917023333418737) | > loss_kl: 2.1001274585723877 (1.9488749244938726) | > loss_feat: 7.0973052978515625 (7.06996170094978) | > loss_mel: 17.252552032470703 (17.73261720599936) | > loss_duration: 2.2326865196228027 (2.06716912406743) | > loss_1: 31.217941284179688 (31.310325386532174) | > grad_norm_1: tensor(427.8593, device='cuda:0') (tensor(274.1718, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.4819 (0.3980818951010305) | > loader_time: 0.007 (0.00458182220076239)  --> TIME: 2024-06-11 13:24:41 -- STEP: 324/330 -- GLOBAL_STEP: 254975 | > loss_disc: 2.3909690380096436 (2.372069634037253) | > loss_disc_real_0: 0.15265899896621704 (0.12040382277588417) | > loss_disc_real_1: 0.22456033527851105 (0.20151963788602095) | > loss_disc_real_2: 0.17545191943645477 (0.2130698788865113) | > loss_disc_real_3: 0.2284628301858902 (0.22961045051982373) | > loss_disc_real_4: 0.14820529520511627 (0.22941327991860885) | > loss_disc_real_5: 0.19439785182476044 (0.2218816442254149) | > loss_0: 2.3909690380096436 (2.372069634037253) | > grad_norm_0: tensor(29.9879, device='cuda:0') (tensor(29.7548, device='cuda:0')) | > loss_gen: 2.307596445083618 (2.493217617641262) | > loss_kl: 2.114677667617798 (1.9553972409095293) | > loss_feat: 9.370597839355469 (7.135158250361313) | > loss_mel: 17.57839584350586 (17.680380523940656) | > loss_duration: 2.2715368270874023 (2.0812208733440944) | > loss_1: 33.64280319213867 (31.345374607745512) | > grad_norm_1: tensor(261.5901, device='cuda:0') (tensor(283.8055, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.582 (0.4091029248119871) | > loader_time: 0.0092 (0.004846846615826645)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.321486473083496 (2.321486473083496) | > loss_disc_real_0: 0.13695767521858215 (0.13695767521858215) | > loss_disc_real_1: 0.16519875824451447 (0.16519875824451447) | > loss_disc_real_2: 0.2838428020477295 (0.2838428020477295) | > loss_disc_real_3: 0.2730349004268646 (0.2730349004268646) | > loss_disc_real_4: 0.23155729472637177 (0.23155729472637177) | > loss_disc_real_5: 0.19452406466007233 (0.19452406466007233) | > loss_0: 2.321486473083496 (2.321486473083496) | > loss_gen: 2.480806350708008 (2.480806350708008) | > loss_kl: 1.4785476922988892 (1.4785476922988892) | > loss_feat: 7.292264938354492 (7.292264938354492) | > loss_mel: 17.173954010009766 (17.173954010009766) | > loss_duration: 2.904425859451294 (2.904425859451294) | > loss_1: 31.329999923706055 (31.329999923706055)  --> STEP: 1 | > loss_disc: 2.3853321075439453 (2.3853321075439453) | > loss_disc_real_0: 0.1253853440284729 (0.1253853440284729) | > loss_disc_real_1: 0.1793760359287262 (0.1793760359287262) | > loss_disc_real_2: 0.1996200531721115 (0.1996200531721115) | > loss_disc_real_3: 0.2293713539838791 (0.2293713539838791) | > loss_disc_real_4: 0.2772878110408783 (0.2772878110408783) | > loss_disc_real_5: 0.25046348571777344 (0.25046348571777344) | > loss_0: 2.3853321075439453 (2.3853321075439453) | > loss_gen: 2.2638332843780518 (2.2638332843780518) | > loss_kl: 2.9366910457611084 (2.9366910457611084) | > loss_feat: 6.061680793762207 (6.061680793762207) | > loss_mel: 18.97808074951172 (18.97808074951172) | > loss_duration: 2.4763243198394775 (2.4763243198394775) | > loss_1: 32.716609954833984 (32.716609954833984)  --> STEP: 2 | > loss_disc: 2.4646763801574707 (2.425004243850708) | > loss_disc_real_0: 0.10161299258470535 (0.11349916830658913) | > loss_disc_real_1: 0.16698996722698212 (0.17318300157785416) | > loss_disc_real_2: 0.2512449026107788 (0.22543247789144516) | > loss_disc_real_3: 0.25785353779792786 (0.24361244589090347) | > loss_disc_real_4: 0.3235298693180084 (0.30040884017944336) | > loss_disc_real_5: 0.36294692754745483 (0.30670520663261414) | > loss_0: 2.4646763801574707 (2.425004243850708) | > loss_gen: 2.5691680908203125 (2.416500687599182) | > loss_kl: 3.0435779094696045 (2.9901344776153564) | > loss_feat: 6.200061798095703 (6.130871295928955) | > loss_mel: 19.33283042907715 (19.155455589294434) | > loss_duration: 2.4550395011901855 (2.4656819105148315) | > loss_1: 33.600677490234375 (33.15864372253418)  --> STEP: 3 | > loss_disc: 2.2915234565734863 (2.3805106480916343) | > loss_disc_real_0: 0.1250995397567749 (0.11736595878998439) | > loss_disc_real_1: 0.1601800173521042 (0.16884867350260416) | > loss_disc_real_2: 0.2206510305404663 (0.22383866210778555) | > loss_disc_real_3: 0.20755258202552795 (0.23159249126911163) | > loss_disc_real_4: 0.2939964830875397 (0.29827138781547546) | > loss_disc_real_5: 0.22509755194187164 (0.2795026550690333) | > loss_0: 2.2915234565734863 (2.3805106480916343) | > loss_gen: 2.4642579555511475 (2.432419776916504) | > loss_kl: 3.50925350189209 (3.1631741523742676) | > loss_feat: 6.6207990646362305 (6.294180552164714) | > loss_mel: 19.132638931274414 (19.147850036621094) | > loss_duration: 2.277975559234619 (2.4031131267547607) | > loss_1: 34.00492477416992 (33.44073740641276)  --> STEP: 4 | > loss_disc: 2.2230396270751953 (2.3411428928375244) | > loss_disc_real_0: 0.1610090434551239 (0.12827672995626926) | > loss_disc_real_1: 0.14469175040721893 (0.16280944272875786) | > loss_disc_real_2: 0.3189718723297119 (0.24762196466326714) | > loss_disc_real_3: 0.20049001276493073 (0.2238168716430664) | > loss_disc_real_4: 0.22384324669837952 (0.2796643525362015) | > loss_disc_real_5: 0.14729875326156616 (0.24645167961716652) | > loss_0: 2.2230396270751953 (2.3411428928375244) | > loss_gen: 2.667672634124756 (2.491232991218567) | > loss_kl: 3.4227590560913086 (3.228070378303528) | > loss_feat: 9.107213973999023 (6.997438907623291) | > loss_mel: 17.765771865844727 (18.802330493927002) | > loss_duration: 2.315293550491333 (2.381158232688904) | > loss_1: 35.278709411621094 (33.900230407714844)  --> STEP: 5 | > loss_disc: 2.468024253845215 (2.3665191650390627) | > loss_disc_real_0: 0.1499556303024292 (0.13261251002550126) | > loss_disc_real_1: 0.1734028458595276 (0.1649281233549118) | > loss_disc_real_2: 0.2544262409210205 (0.2489828199148178) | > loss_disc_real_3: 0.27550894021987915 (0.23415528535842894) | > loss_disc_real_4: 0.2848370373249054 (0.2806988894939423) | > loss_disc_real_5: 0.2822972536087036 (0.2536207944154739) | > loss_0: 2.468024253845215 (2.3665191650390627) | > loss_gen: 2.383206367492676 (2.4696276664733885) | > loss_kl: 1.7015146017074585 (2.922759222984314) | > loss_feat: 5.120269298553467 (6.622004985809326) | > loss_mel: 19.151466369628906 (18.872157669067384) | > loss_duration: 2.433976411819458 (2.3917218685150146) | > loss_1: 30.790433883666992 (33.27827110290527)  --> STEP: 6 | > loss_disc: 2.161353588104248 (2.3323249022165933) | > loss_disc_real_0: 0.13170698285102844 (0.13246158882975578) | > loss_disc_real_1: 0.15477442741394043 (0.16323584069808325) | > loss_disc_real_2: 0.2468130737543106 (0.24862119555473328) | > loss_disc_real_3: 0.19608503580093384 (0.2278102437655131) | > loss_disc_real_4: 0.17889495193958282 (0.26373156656821567) | > loss_disc_real_5: 0.19014298915863037 (0.243041160206) | > loss_0: 2.161353588104248 (2.3323249022165933) | > loss_gen: 2.392636299133301 (2.4567957719167075) | > loss_kl: 2.927518844604492 (2.9235524932543435) | > loss_feat: 6.128598213195801 (6.539770523707072) | > loss_mel: 17.886314392089844 (18.707850456237793) | > loss_duration: 2.1734261512756348 (2.355339248975118) | > loss_1: 31.508493423461914 (32.98330815633138)  --> STEP: 7 | > loss_disc: 1.9079973697662354 (2.271706683295114) | > loss_disc_real_0: 0.06099069118499756 (0.12225146059479032) | > loss_disc_real_1: 0.14090362191200256 (0.16004552372864314) | > loss_disc_real_2: 0.2844599783420563 (0.25374102166720797) | > loss_disc_real_3: 0.16422179341316223 (0.21872617942946299) | > loss_disc_real_4: 0.18026098608970642 (0.25180719792842865) | > loss_disc_real_5: 0.1883220672607422 (0.23522414692810603) | > loss_0: 1.9079973697662354 (2.271706683295114) | > loss_gen: 2.7402467727661133 (2.497288772038051) | > loss_kl: 3.5871267318725586 (3.018348813056946) | > loss_feat: 8.417573928833008 (6.808028153010777) | > loss_mel: 19.055219650268555 (18.757474626813615) | > loss_duration: 2.5822598934173584 (2.387756483895438) | > loss_1: 36.38242721557617 (33.46889659336635)  --> STEP: 8 | > loss_disc: 2.1858034133911133 (2.2609687745571136) | > loss_disc_real_0: 0.12805619835853577 (0.1229770528152585) | > loss_disc_real_1: 0.22873465716838837 (0.1686316654086113) | > loss_disc_real_2: 0.18069586157798767 (0.24461037665605542) | > loss_disc_real_3: 0.3038736879825592 (0.2293696179986) | > loss_disc_real_4: 0.19902083277702332 (0.24520890228450298) | > loss_disc_real_5: 0.14931480586528778 (0.22448547929525375) | > loss_0: 2.1858034133911133 (2.2609687745571136) | > loss_gen: 2.6127071380615234 (2.511716067790985) | > loss_kl: 3.2884864807128906 (3.052116021513939) | > loss_feat: 9.069830894470215 (7.090753495693207) | > loss_mel: 19.2421817779541 (18.818063020706177) | > loss_duration: 2.260340690612793 (2.3718295097351074) | > loss_1: 36.47354507446289 (33.84447765350342)  --> STEP: 9 | > loss_disc: 2.3839292526245117 (2.274631049897936) | > loss_disc_real_0: 0.12095953524112701 (0.12275288419591056) | > loss_disc_real_1: 0.1939871460199356 (0.17144894103209177) | > loss_disc_real_2: 0.25592976808547974 (0.24586808681488037) | > loss_disc_real_3: 0.2231067568063736 (0.22867374453279707) | > loss_disc_real_4: 0.2510736882686615 (0.2458605451716317) | > loss_disc_real_5: 0.21347908675670624 (0.22326254679097068) | > loss_0: 2.3839292526245117 (2.274631049897936) | > loss_gen: 2.346442222595215 (2.4933523072136774) | > loss_kl: 2.8232061862945557 (3.026681595378452) | > loss_feat: 9.641196250915527 (7.374136024051243) | > loss_mel: 19.162036895751953 (18.85628234015571) | > loss_duration: 2.158405065536499 (2.3481156826019287) | > loss_1: 36.13128662109375 (34.09856753879123)  --> STEP: 10 | > loss_disc: 2.5545363426208496 (2.302621579170227) | > loss_disc_real_0: 0.16638702154159546 (0.12711629793047904) | > loss_disc_real_1: 0.18753710389137268 (0.17305775731801987) | > loss_disc_real_2: 0.33744537830352783 (0.25502581596374513) | > loss_disc_real_3: 0.2597874701023102 (0.2317851170897484) | > loss_disc_real_4: 0.2610059678554535 (0.24737508744001388) | > loss_disc_real_5: 0.33045539259910583 (0.23398183137178422) | > loss_0: 2.5545363426208496 (2.302621579170227) | > loss_gen: 2.5185885429382324 (2.495875930786133) | > loss_kl: 2.7867558002471924 (3.002689015865326) | > loss_feat: 6.9423089027404785 (7.330953311920166) | > loss_mel: 19.33293342590332 (18.90394744873047) | > loss_duration: 2.335172653198242 (2.3468213796615602) | > loss_1: 33.9157600402832 (34.08028678894043)  --> STEP: 11 | > loss_disc: 2.6049036979675293 (2.3301017717881636) | > loss_disc_real_0: 0.12100387364625931 (0.12656062299555) | > loss_disc_real_1: 0.24208764731884003 (0.17933320186354898) | > loss_disc_real_2: 0.27186262607574463 (0.256556435064836) | > loss_disc_real_3: 0.2553708553314209 (0.2339292751117186) | > loss_disc_real_4: 0.26076409220695496 (0.24859226969155399) | > loss_disc_real_5: 0.22910554707050323 (0.2335385327989405) | > loss_0: 2.6049036979675293 (2.3301017717881636) | > loss_gen: 2.2493948936462402 (2.4734685637734155) | > loss_kl: 3.187343120574951 (3.01947575265711) | > loss_feat: 6.56988000869751 (7.261764829809016) | > loss_mel: 17.898883819580078 (18.812578027898613) | > loss_duration: 2.4848732948303223 (2.359371553767811) | > loss_1: 32.390377044677734 (33.926658630371094)  --> STEP: 12 | > loss_disc: 2.1619622707366943 (2.316090146700541) | > loss_disc_real_0: 0.08295681327581406 (0.12292697218557198) | > loss_disc_real_1: 0.18841613829135895 (0.18009011323253313) | > loss_disc_real_2: 0.20344410836696625 (0.2521304078400135) | > loss_disc_real_3: 0.23254595696926117 (0.23381399859984717) | > loss_disc_real_4: 0.25085869431495667 (0.24878113841017088) | > loss_disc_real_5: 0.2062414288520813 (0.2312637741367022) | > loss_0: 2.1619622707366943 (2.316090146700541) | > loss_gen: 2.5348334312438965 (2.478582302729289) | > loss_kl: 2.5293164253234863 (2.9786291420459747) | > loss_feat: 8.269550323486328 (7.3457469542821245) | > loss_mel: 19.357027053833008 (18.85794878005981) | > loss_duration: 2.3001699447631836 (2.354438086350759) | > loss_1: 34.99089813232422 (34.01534525553385)  --> STEP: 13 | > loss_disc: 2.4502522945404053 (2.326410311918992) | > loss_disc_real_0: 0.11021100729703903 (0.12194882104030022) | > loss_disc_real_1: 0.194955512881279 (0.1812336055132059) | > loss_disc_real_2: 0.3227105438709259 (0.2575596490731606) | > loss_disc_real_3: 0.2645723521709442 (0.23618002579762384) | > loss_disc_real_4: 0.23966072499752045 (0.2480795681476593) | > loss_disc_real_5: 0.22277340292930603 (0.2306106686592102) | > loss_0: 2.4502522945404053 (2.326410311918992) | > loss_gen: 2.3458945751190186 (2.4683755544515757) | > loss_kl: 3.032982349395752 (2.9828101579959574) | > loss_feat: 6.434428691864014 (7.275645549480732) | > loss_mel: 17.713924407958984 (18.769946905282822) | > loss_duration: 2.260009527206421 (2.347174351031964) | > loss_1: 31.78723907470703 (33.843952472393326)  --> STEP: 14 | > loss_disc: 2.540797710418701 (2.341723697526114) | > loss_disc_real_0: 0.16026434302330017 (0.12468564403908593) | > loss_disc_real_1: 0.1908016949892044 (0.18191704047577723) | > loss_disc_real_2: 0.18234755098819733 (0.25218735635280604) | > loss_disc_real_3: 0.22291848063468933 (0.23523277257169997) | > loss_disc_real_4: 0.24567243456840515 (0.24790763003485544) | > loss_disc_real_5: 0.24613209068775177 (0.23171934166124888) | > loss_0: 2.540797710418701 (2.341723697526114) | > loss_gen: 2.19769287109375 (2.4490410770688738) | > loss_kl: 3.633917808532715 (3.0293178473200117) | > loss_feat: 6.503736972808838 (7.220509222575596) | > loss_mel: 18.108816146850586 (18.72272327968052) | > loss_duration: 2.411238193511963 (2.351750339780535) | > loss_1: 32.855403900146484 (33.77334186008998)  --> STEP: 15 | > loss_disc: 2.5304291248321533 (2.354304059346517) | > loss_disc_real_0: 0.24483270943164825 (0.1326954483985901) | > loss_disc_real_1: 0.1584131121635437 (0.1803501119216283) | > loss_disc_real_2: 0.20118160545825958 (0.24878697295983626) | > loss_disc_real_3: 0.2256825864315033 (0.23459609349568686) | > loss_disc_real_4: 0.2464221566915512 (0.24780859847863515) | > loss_disc_real_5: 0.21290349960327148 (0.23046495219071705) | > loss_0: 2.5304291248321533 (2.354304059346517) | > loss_gen: 2.1683077812194824 (2.4303255240122477) | > loss_kl: 3.1022942066192627 (3.0341829379399616) | > loss_feat: 4.427365303039551 (7.03429962793986) | > loss_mel: 16.24802589416504 (18.557743453979487) | > loss_duration: 2.346026659011841 (2.351368761062622) | > loss_1: 28.292020797729492 (33.40792045593261)  --> STEP: 16 | > loss_disc: 2.6554629802703857 (2.3731264919042587) | > loss_disc_real_0: 0.14569693803787231 (0.13350804150104523) | > loss_disc_real_1: 0.1804039180278778 (0.1803534748032689) | > loss_disc_real_2: 0.30725157260894775 (0.25244101043790573) | > loss_disc_real_3: 0.21515198051929474 (0.23338083643466234) | > loss_disc_real_4: 0.22890892624855042 (0.24662736896425486) | > loss_disc_real_5: 0.20935304462909698 (0.2291454579681158) | > loss_0: 2.6554629802703857 (2.3731264919042587) | > loss_gen: 2.039702892303467 (2.405911609530449) | > loss_kl: 2.788930892944336 (3.018854685127735) | > loss_feat: 5.5481743812561035 (6.941416800022125) | > loss_mel: 15.496147155761719 (18.366393685340878) | > loss_duration: 2.351625680923462 (2.3513848185539246) | > loss_1: 28.224580764770508 (33.08396172523498)  --> STEP: 17 | > loss_disc: 2.432914972305298 (2.376643461339614) | > loss_disc_real_0: 0.21852140128612518 (0.13850882737075582) | > loss_disc_real_1: 0.1524335741996765 (0.17871112770893993) | > loss_disc_real_2: 0.30233046412467957 (0.25537568418418655) | > loss_disc_real_3: 0.2480485737323761 (0.23424364451099844) | > loss_disc_real_4: 0.21113887429237366 (0.2445398104541442) | > loss_disc_real_5: 0.32506096363067627 (0.23478754653650172) | > loss_0: 2.432914972305298 (2.376643461339614) | > loss_gen: 2.7454776763916016 (2.4258860840516934) | > loss_kl: 2.5397050380706787 (2.990669411771438) | > loss_feat: 8.173605918884277 (7.013898512896369) | > loss_mel: 19.003562927246094 (18.40387422898236) | > loss_duration: 2.444385290145874 (2.3568554345299217) | > loss_1: 34.906734466552734 (33.19118365119485)  --> STEP: 18 | > loss_disc: 2.0332791805267334 (2.3575676679611206) | > loss_disc_real_0: 0.07447274029254913 (0.1349512669775221) | > loss_disc_real_1: 0.15909019112586975 (0.17762107567654717) | > loss_disc_real_2: 0.23398736119270325 (0.25418744401799304) | > loss_disc_real_3: 0.1781671643257141 (0.23112828450070488) | > loss_disc_real_4: 0.1699567288160324 (0.24039630591869354) | > loss_disc_real_5: 0.1294201761484146 (0.22893380373716354) | > loss_0: 2.0332791805267334 (2.3575676679611206) | > loss_gen: 2.4216418266296387 (2.42565029197269) | > loss_kl: 2.9270377159118652 (2.987134317557017) | > loss_feat: 9.260723114013672 (7.138722101847331) | > loss_mel: 20.835124969482422 (18.538943714565697) | > loss_duration: 2.2391409873962402 (2.350315743022495) | > loss_1: 37.68367004394531 (33.44076622856987)  --> STEP: 19 | > loss_disc: 2.604222059249878 (2.3705494780289498) | > loss_disc_real_0: 0.1584380567073822 (0.13618741380540947) | > loss_disc_real_1: 0.2238834649324417 (0.18005593826896266) | > loss_disc_real_2: 0.2451382875442505 (0.25371117262463816) | > loss_disc_real_3: 0.2892380654811859 (0.23418669402599335) | > loss_disc_real_4: 0.3054382801055908 (0.24381956771800392) | > loss_disc_real_5: 0.37912285327911377 (0.23683849055516093) | > loss_0: 2.604222059249878 (2.3705494780289498) | > loss_gen: 2.454667806625366 (2.4271775295859888) | > loss_kl: 2.1121129989624023 (2.941080563946774) | > loss_feat: 4.540929794311523 (7.001996190924394) | > loss_mel: 16.728017807006836 (18.44363182469418) | > loss_duration: 2.2847390174865723 (2.346864336415341) | > loss_1: 28.120468139648438 (33.16075053967927)  --> STEP: 20 | > loss_disc: 2.315450668334961 (2.3677945375442504) | > loss_disc_real_0: 0.1451546549797058 (0.1366357758641243) | > loss_disc_real_1: 0.2002977877855301 (0.18106803074479103) | > loss_disc_real_2: 0.2877885103225708 (0.2554150395095348) | > loss_disc_real_3: 0.20675405859947205 (0.23281506225466728) | > loss_disc_real_4: 0.2275010496377945 (0.24300364181399345) | > loss_disc_real_5: 0.18080008029937744 (0.23403657004237174) | > loss_0: 2.315450668334961 (2.3677945375442504) | > loss_gen: 2.4489362239837646 (2.428265464305878) | > loss_kl: 1.7693281173706055 (2.882492941617966) | > loss_feat: 7.0424604415893555 (7.004019403457642) | > loss_mel: 21.300634384155273 (18.586481952667235) | > loss_duration: 2.3516845703125 (2.347105348110199) | > loss_1: 34.91304397583008 (33.248365211486814)  --> STEP: 21 | > loss_disc: 2.387941598892212 (2.368753921417963) | > loss_disc_real_0: 0.07261158525943756 (0.13358700488294875) | > loss_disc_real_1: 0.1992213875055313 (0.18193247630482628) | > loss_disc_real_2: 0.23814129829406738 (0.25459248040403637) | > loss_disc_real_3: 0.2960001230239868 (0.23582387467225394) | > loss_disc_real_4: 0.2970721423625946 (0.2455783323163078) | > loss_disc_real_5: 0.2433594912290573 (0.23448051867030917) | > loss_0: 2.387941598892212 (2.368753921417963) | > loss_gen: 2.3528358936309814 (2.4246735799880255) | > loss_kl: 2.636043071746826 (2.870757233528864) | > loss_feat: 6.800652980804443 (6.994335288093204) | > loss_mel: 18.08363151550293 (18.56253669375465) | > loss_duration: 2.1329305171966553 (2.3369065466381254) | > loss_1: 32.00609588623047 (33.189209529331755)  --> STEP: 22 | > loss_disc: 2.5316052436828613 (2.376156254248186) | > loss_disc_real_0: 0.11820279061794281 (0.13288772241635757) | > loss_disc_real_1: 0.2135995626449585 (0.18337188932028683) | > loss_disc_real_2: 0.2623777687549591 (0.25494635714726016) | > loss_disc_real_3: 0.20739074051380157 (0.23453145948323337) | > loss_disc_real_4: 0.2478402704000473 (0.2456811476837505) | > loss_disc_real_5: 0.24952225387096405 (0.23516423390670257) | > loss_0: 2.5316052436828613 (2.376156254248186) | > loss_gen: 2.2862963676452637 (2.4183837066997182) | > loss_kl: 2.39797043800354 (2.8492669246413493) | > loss_feat: 6.766658782958984 (6.983986356041648) | > loss_mel: 18.592588424682617 (18.5639026815241) | > loss_duration: 2.1874561309814453 (2.330113345926458) | > loss_1: 32.23097229003906 (33.14565329118209)  --> STEP: 23 | > loss_disc: 2.4334263801574707 (2.3786462597225024) | > loss_disc_real_0: 0.24141354858875275 (0.13760623659776608) | > loss_disc_real_1: 0.20570310950279236 (0.1843428119369175) | > loss_disc_real_2: 0.2303393930196762 (0.253876489141713) | > loss_disc_real_3: 0.27622494101524353 (0.2363442195498425) | > loss_disc_real_4: 0.2985413074493408 (0.24797941549964572) | > loss_disc_real_5: 0.21992607414722443 (0.23450170522150787) | > loss_0: 2.4334263801574707 (2.3786462597225024) | > loss_gen: 2.701350212097168 (2.430686598238738) | > loss_kl: 2.3439886569976807 (2.8272983043090156) | > loss_feat: 7.192822456359863 (6.993066186490267) | > loss_mel: 18.691022872924805 (18.56942964636761) | > loss_duration: 2.2628090381622314 (2.32718707167584) | > loss_1: 33.191993713378906 (33.14766809214717)  --> STEP: 24 | > loss_disc: 2.5164294242858887 (2.3843872249126434) | > loss_disc_real_0: 0.16181102395057678 (0.1386147694041332) | > loss_disc_real_1: 0.16051886975765228 (0.18335014767944813) | > loss_disc_real_2: 0.3093070089817047 (0.256186094135046) | > loss_disc_real_3: 0.30811607837677 (0.23933471366763115) | > loss_disc_real_4: 0.31281954050064087 (0.2506810873746872) | > loss_disc_real_5: 0.24680431187152863 (0.2350143138319254) | > loss_0: 2.5164294242858887 (2.3843872249126434) | > loss_gen: 2.452526807785034 (2.4315966069698334) | > loss_kl: 2.7466249465942383 (2.8239369144042334) | > loss_feat: 6.543335914611816 (6.974327425161998) | > loss_mel: 17.45928382873535 (18.52317357063293) | > loss_duration: 2.430189847946167 (2.3314788540204368) | > loss_1: 31.631959915161133 (33.08451358477276)  --> STEP: 25 | > loss_disc: 2.4766829013824463 (2.3880790519714354) | > loss_disc_real_0: 0.15659813582897186 (0.13933410406112676) | > loss_disc_real_1: 0.2383125275373459 (0.18554864287376405) | > loss_disc_real_2: 0.30555474758148193 (0.2581608402729034) | > loss_disc_real_3: 0.27827414870262146 (0.24089229106903076) | > loss_disc_real_4: 0.20618809759616852 (0.24890136778354643) | > loss_disc_real_5: 0.2036103457212448 (0.23375815510749817) | > loss_0: 2.4766829013824463 (2.3880790519714354) | > loss_gen: 2.338968276977539 (2.4278914737701416) | > loss_kl: 2.997581720352173 (2.830882706642151) | > loss_feat: 7.517621040344238 (6.996059169769287) | > loss_mel: 16.2978458404541 (18.434160461425776) | > loss_duration: 2.345651149749756 (2.3320457458496096) | > loss_1: 31.497669219970703 (33.021039810180675)  --> STEP: 26 | > loss_disc: 2.082507610321045 (2.3763263042156515) | > loss_disc_real_0: 0.0908895805478096 (0.1374708531567684) | > loss_disc_real_1: 0.17278724908828735 (0.18505782003586108) | > loss_disc_real_2: 0.1601680964231491 (0.2543918885863744) | > loss_disc_real_3: 0.36007097363471985 (0.2454760865523265) | > loss_disc_real_4: 0.10401085019111633 (0.24332865556845298) | > loss_disc_real_5: 0.10457203537225723 (0.22878945819460428) | > loss_0: 2.082507610321045 (2.3763263042156515) | > loss_gen: 2.843691349029541 (2.443883776664734) | > loss_kl: 2.4495155811309814 (2.8162147402763367) | > loss_feat: 15.143447875976562 (7.309420273854182) | > loss_mel: 22.861764907836914 (18.604452940133896) | > loss_duration: 2.272031784057617 (2.3297375165499177) | > loss_1: 45.57044982910156 (33.503709426293014) --> EVAL PERFORMANCE | > avg_loader_time: 0.002344938424917368 (-0.00026346169985257606) | > avg_loss_disc: 2.3763263042156515 (-0.1304127436417799) | > avg_loss_disc_real_0: 0.1374708531567684 (-0.013876693753095692) | > avg_loss_disc_real_1: 0.18505782003586108 (-0.20087621876826656) | > avg_loss_disc_real_2: 0.2543918885863744 (-0.0024499904650909232) | > avg_loss_disc_real_3: 0.2454760865523265 (-0.014733451490218874) | > avg_loss_disc_real_4: 0.24332865556845298 (-0.016665324568748502) | > avg_loss_disc_real_5: 0.22878945819460428 (-0.0016126145537083136) | > avg_loss_0: 2.3763263042156515 (-0.1304127436417799) | > avg_loss_gen: 2.443883776664734 (-0.3836196019099307) | > avg_loss_kl: 2.8162147402763367 (+0.09748676648506738) | > avg_loss_feat: 7.309420273854182 (+0.22764990879939173) | > avg_loss_mel: 18.604452940133896 (+0.49966709430400513) | > avg_loss_duration: 2.3297375165499177 (+0.006101259818443783) | > avg_loss_1: 33.503709426293014 (+0.4472853587223895)  > EPOCH: 506/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:25:03)   --> TIME: 2024-06-11 13:25:11 -- STEP: 19/330 -- GLOBAL_STEP: 255000 | > loss_disc: 2.3343050479888916 (2.3226062122144198) | > loss_disc_real_0: 0.0954035297036171 (0.10470066768558402) | > loss_disc_real_1: 0.14424680173397064 (0.19513523343362307) | > loss_disc_real_2: 0.17440269887447357 (0.20843549308023954) | > loss_disc_real_3: 0.20496107637882233 (0.22935322789769425) | > loss_disc_real_4: 0.2119949609041214 (0.22677008572377658) | > loss_disc_real_5: 0.22339707612991333 (0.2217208554870204) | > loss_0: 2.3343050479888916 (2.3226062122144198) | > grad_norm_0: tensor(11.8924, device='cuda:0') (tensor(7.3184, device='cuda:0')) | > loss_gen: 2.448758602142334 (2.5093654080441126) | > loss_kl: 1.9998397827148438 (1.9228133778823049) | > loss_feat: 7.779044151306152 (7.010746730001349) | > loss_mel: 18.1802978515625 (18.10112109937166) | > loss_duration: 2.019277572631836 (2.0951511483443412) | > loss_1: 32.42721939086914 (31.639198102449114) | > grad_norm_1: tensor(52.0549, device='cuda:0') (tensor(70.9084, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.3634 (0.36099438918264287) | > loader_time: 0.0035 (0.0032564464368318256) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_255000.pth  --> TIME: 2024-06-11 13:25:25 -- STEP: 44/330 -- GLOBAL_STEP: 255025 | > loss_disc: 2.3252463340759277 (2.325047021562403) | > loss_disc_real_0: 0.13213425874710083 (0.10733561928976666) | > loss_disc_real_1: 0.243735209107399 (0.19569846005602318) | > loss_disc_real_2: 0.2201804518699646 (0.21236245740543713) | > loss_disc_real_3: 0.21997562050819397 (0.22694829241795975) | > loss_disc_real_4: 0.20931611955165863 (0.22869005359031938) | > loss_disc_real_5: 0.2152101695537567 (0.21970125965096735) | > loss_0: 2.3252463340759277 (2.325047021562403) | > grad_norm_0: tensor(5.6021, device='cuda:0') (tensor(8.4850, device='cuda:0')) | > loss_gen: 2.464205741882324 (2.500248204578052) | > loss_kl: 1.7904163599014282 (1.9078281928192486) | > loss_feat: 7.502953052520752 (7.0175205794247715) | > loss_mel: 18.342243194580078 (18.059461203488436) | > loss_duration: 1.9272377490997314 (2.036649007688869) | > loss_1: 32.02705764770508 (31.521707274697043) | > grad_norm_1: tensor(44.5522, device='cuda:0') (tensor(80.8535, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.369 (0.3673206567764282) | > loader_time: 0.0034 (0.0034289089116183195)  --> TIME: 2024-06-11 13:25:34 -- STEP: 69/330 -- GLOBAL_STEP: 255050 | > loss_disc: 2.446587562561035 (2.3408977570741074) | > loss_disc_real_0: 0.08171391487121582 (0.10775688193414522) | > loss_disc_real_1: 0.22122102975845337 (0.1967878330876862) | > loss_disc_real_2: 0.1854475438594818 (0.21298253017923105) | > loss_disc_real_3: 0.2318505197763443 (0.22837156597254932) | > loss_disc_real_4: 0.23820510506629944 (0.22971043271431024) | > loss_disc_real_5: 0.26468926668167114 (0.22227967346923938) | > loss_0: 2.446587562561035 (2.3408977570741074) | > grad_norm_0: tensor(18.6581, device='cuda:0') (tensor(9.5176, device='cuda:0')) | > loss_gen: 2.416116952896118 (2.4937863211700875) | > loss_kl: 1.9193196296691895 (1.9241041169650313) | > loss_feat: 6.508786201477051 (7.075227716694707) | > loss_mel: 17.737199783325195 (18.035651497218918) | > loss_duration: 1.9421157836914062 (2.021794785623965) | > loss_1: 30.52353858947754 (31.55056439275327) | > grad_norm_1: tensor(263.4886, device='cuda:0') (tensor(97.7803, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.3653 (0.36922747155894403) | > loader_time: 0.0036 (0.0035611477451048036)  --> TIME: 2024-06-11 13:25:44 -- STEP: 94/330 -- GLOBAL_STEP: 255075 | > loss_disc: 2.391125202178955 (2.345233285680731) | > loss_disc_real_0: 0.13834333419799805 (0.11039486091504706) | > loss_disc_real_1: 0.19217361509799957 (0.1973708395628219) | > loss_disc_real_2: 0.23655660450458527 (0.21268607454097016) | > loss_disc_real_3: 0.23322467505931854 (0.2274432675318515) | > loss_disc_real_4: 0.21897387504577637 (0.23091225785777925) | > loss_disc_real_5: 0.20639260113239288 (0.22188867913915755) | > loss_0: 2.391125202178955 (2.345233285680731) | > grad_norm_0: tensor(5.1474, device='cuda:0') (tensor(9.1269, device='cuda:0')) | > loss_gen: 2.3233892917633057 (2.487054185664401) | > loss_kl: 1.9862948656082153 (1.934123919365254) | > loss_feat: 6.56196403503418 (7.039422674381987) | > loss_mel: 18.17655372619629 (17.93399795572809) | > loss_duration: 2.040480613708496 (2.0162838938388425) | > loss_1: 31.088680267333984 (31.41088258459213) | > grad_norm_1: tensor(74.4562, device='cuda:0') (tensor(98.9436, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.36 (0.3703858548022331) | > loader_time: 0.0039 (0.0036804726783265457)  --> TIME: 2024-06-11 13:25:53 -- STEP: 119/330 -- GLOBAL_STEP: 255100 | > loss_disc: 2.3857319355010986 (2.36105946933522) | > loss_disc_real_0: 0.10930214822292328 (0.11360313737091898) | > loss_disc_real_1: 0.21206097304821014 (0.1974583812871901) | > loss_disc_real_2: 0.22246429324150085 (0.214107230055232) | > loss_disc_real_3: 0.2580161392688751 (0.2288124094239804) | > loss_disc_real_4: 0.23672732710838318 (0.23089831829571925) | > loss_disc_real_5: 0.2191842496395111 (0.2227656554524638) | > loss_0: 2.3857319355010986 (2.36105946933522) | > grad_norm_0: tensor(9.5111, device='cuda:0') (tensor(9.0343, device='cuda:0')) | > loss_gen: 2.405939817428589 (2.479998654678089) | > loss_kl: 2.129577398300171 (1.9347761098076315) | > loss_feat: 7.422027587890625 (7.028429191653468) | > loss_mel: 18.322097778320312 (17.91313010303914) | > loss_duration: 2.0002918243408203 (2.015979265966335) | > loss_1: 32.27993392944336 (31.372313267042657) | > grad_norm_1: tensor(81.4612, device='cuda:0') (tensor(96.6489, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.3586 (0.37055289044099693) | > loader_time: 0.0044 (0.0037808979258817784)  --> TIME: 2024-06-11 13:26:03 -- STEP: 144/330 -- GLOBAL_STEP: 255125 | > loss_disc: 2.423947811126709 (2.3683295150597896) | > loss_disc_real_0: 0.1393030881881714 (0.11494713028271993) | > loss_disc_real_1: 0.20014123618602753 (0.19801045705874762) | > loss_disc_real_2: 0.2157312035560608 (0.21452122957756126) | > loss_disc_real_3: 0.23589223623275757 (0.22947831565721166) | > loss_disc_real_4: 0.23967310786247253 (0.2305397769022319) | > loss_disc_real_5: 0.2138565480709076 (0.2225525537505746) | > loss_0: 2.423947811126709 (2.3683295150597896) | > grad_norm_0: tensor(28.6377, device='cuda:0') (tensor(10.1751, device='cuda:0')) | > loss_gen: 2.4398176670074463 (2.4734978013568463) | > loss_kl: 1.721336841583252 (1.9370394125580788) | > loss_feat: 7.3087263107299805 (7.006827549801932) | > loss_mel: 18.100704193115234 (17.929391006628677) | > loss_duration: 2.0051167011260986 (2.02050330903795) | > loss_1: 31.575702667236328 (31.367259012328255) | > grad_norm_1: tensor(378.4019, device='cuda:0') (tensor(108.5680, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.3742 (0.3711096892754237) | > loader_time: 0.0043 (0.003870495491557651)  --> TIME: 2024-06-11 13:26:12 -- STEP: 169/330 -- GLOBAL_STEP: 255150 | > loss_disc: 2.2912821769714355 (2.368565226447653) | > loss_disc_real_0: 0.10350260138511658 (0.11551554143957837) | > loss_disc_real_1: 0.22100745141506195 (0.19879307628735993) | > loss_disc_real_2: 0.2157486081123352 (0.21400341276939108) | > loss_disc_real_3: 0.20977453887462616 (0.22943112333498059) | > loss_disc_real_4: 0.19628503918647766 (0.23064362650086895) | > loss_disc_real_5: 0.17256373167037964 (0.22282560266686616) | > loss_0: 2.2912821769714355 (2.368565226447653) | > grad_norm_0: tensor(24.6376, device='cuda:0') (tensor(13.0096, device='cuda:0')) | > loss_gen: 2.4962079524993896 (2.475459244124283) | > loss_kl: 1.9158915281295776 (1.9420159540232822) | > loss_feat: 7.865320682525635 (7.002811189233904) | > loss_mel: 17.63729476928711 (17.905451153862415) | > loss_duration: 2.0749878883361816 (2.024811992983845) | > loss_1: 31.989702224731445 (31.350549449582072) | > grad_norm_1: tensor(372.2480, device='cuda:0') (tensor(135.9215, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.3892 (0.3717991120716524) | > loader_time: 0.0049 (0.003995139217941013)  --> TIME: 2024-06-11 13:26:22 -- STEP: 194/330 -- GLOBAL_STEP: 255175 | > loss_disc: 2.3645734786987305 (2.3692019551070693) | > loss_disc_real_0: 0.11871419847011566 (0.1163805752378149) | > loss_disc_real_1: 0.2086900770664215 (0.19874332883616086) | > loss_disc_real_2: 0.2679542303085327 (0.2144760914223711) | > loss_disc_real_3: 0.24507968127727509 (0.22963548804988565) | > loss_disc_real_4: 0.25861018896102905 (0.2303775213274759) | > loss_disc_real_5: 0.22952668368816376 (0.2222572969868011) | > loss_0: 2.3645734786987305 (2.3692019551070693) | > grad_norm_0: tensor(9.8303, device='cuda:0') (tensor(16.1348, device='cuda:0')) | > loss_gen: 2.715123414993286 (2.482949419119923) | > loss_kl: 1.9978715181350708 (1.9399621111830485) | > loss_feat: 6.818748950958252 (7.02767714028506) | > loss_mel: 18.400623321533203 (17.878822311912614) | > loss_duration: 2.0544488430023193 (2.0319345378384135) | > loss_1: 31.98681640625 (31.36134549760327) | > grad_norm_1: tensor(375.8419, device='cuda:0') (tensor(163.1241, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.3747 (0.3735052076811643) | > loader_time: 0.0048 (0.004100417353443264)  --> TIME: 2024-06-11 13:26:33 -- STEP: 219/330 -- GLOBAL_STEP: 255200 | > loss_disc: 2.316026210784912 (2.3708606920285855) | > loss_disc_real_0: 0.14198243618011475 (0.11810405399293115) | > loss_disc_real_1: 0.19281716644763947 (0.19823788569125958) | > loss_disc_real_2: 0.19098566472530365 (0.2143602298411061) | > loss_disc_real_3: 0.23343507945537567 (0.22925601947253152) | > loss_disc_real_4: 0.24902792274951935 (0.23046824934820062) | > loss_disc_real_5: 0.2412387579679489 (0.22241550717996136) | > loss_0: 2.316026210784912 (2.3708606920285855) | > grad_norm_0: tensor(49.3214, device='cuda:0') (tensor(19.4335, device='cuda:0')) | > loss_gen: 2.77313494682312 (2.4859304591400977) | > loss_kl: 2.173750162124634 (1.9429597528013465) | > loss_feat: 7.8426899909973145 (7.0269754967188724) | > loss_mel: 18.45501708984375 (17.841042396684756) | > loss_duration: 2.113027572631836 (2.0392846593029406) | > loss_1: 33.35762023925781 (31.336192753761328) | > grad_norm_1: tensor(580.3661, device='cuda:0') (tensor(185.9512, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.4125 (0.3782299577373348) | > loader_time: 0.0056 (0.004244883855183924)  --> TIME: 2024-06-11 13:26:43 -- STEP: 244/330 -- GLOBAL_STEP: 255225 | > loss_disc: 2.439239025115967 (2.3694645791757303) | > loss_disc_real_0: 0.12267798185348511 (0.11846857163749758) | > loss_disc_real_1: 0.17070284485816956 (0.1982299225618605) | > loss_disc_real_2: 0.2530132532119751 (0.2144927078949624) | > loss_disc_real_3: 0.22294294834136963 (0.22906835346681173) | > loss_disc_real_4: 0.22862829267978668 (0.23050846428167623) | > loss_disc_real_5: 0.2153545320034027 (0.22199196197458956) | > loss_0: 2.439239025115967 (2.3694645791757303) | > grad_norm_0: tensor(33.8438, device='cuda:0') (tensor(20.4806, device='cuda:0')) | > loss_gen: 2.5645668506622314 (2.4834273330500864) | > loss_kl: 1.910935640335083 (1.945732801664071) | > loss_feat: 6.62662935256958 (7.00889699576331) | > loss_mel: 16.805885314941406 (17.78690007866406) | > loss_duration: 2.064476490020752 (2.0475953455831175) | > loss_1: 29.97249412536621 (31.272552544953392) | > grad_norm_1: tensor(167.1117, device='cuda:0') (tensor(199.5686, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.4401 (0.38213135082213606) | > loader_time: 0.0054 (0.004369526612954065)  --> TIME: 2024-06-11 13:26:54 -- STEP: 269/330 -- GLOBAL_STEP: 255250 | > loss_disc: 2.4176204204559326 (2.3699244141135516) | > loss_disc_real_0: 0.13938793540000916 (0.11953474121466003) | > loss_disc_real_1: 0.19050897657871246 (0.19892289708316552) | > loss_disc_real_2: 0.24493637681007385 (0.21438055515954046) | > loss_disc_real_3: 0.2531163692474365 (0.22881749759819428) | > loss_disc_real_4: 0.23765376210212708 (0.23022860338475182) | > loss_disc_real_5: 0.22790253162384033 (0.22204143584439304) | > loss_0: 2.4176204204559326 (2.3699244141135516) | > grad_norm_0: tensor(27.5440, device='cuda:0') (tensor(21.1275, device='cuda:0')) | > loss_gen: 2.604417324066162 (2.4826104100308894) | > loss_kl: 2.006821393966675 (1.9517751555460536) | > loss_feat: 7.37843132019043 (7.0221299894680325) | > loss_mel: 17.208023071289062 (17.760095443867396) | > loss_duration: 2.1580214500427246 (2.0554846981644173) | > loss_1: 31.355716705322266 (31.272095648329497) | > grad_norm_1: tensor(359.5982, device='cuda:0') (tensor(207.7689, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.4366 (0.3865717786838574) | > loader_time: 0.0058 (0.004505400320854332)  --> TIME: 2024-06-11 13:27:06 -- STEP: 294/330 -- GLOBAL_STEP: 255275 | > loss_disc: 2.4257407188415527 (2.368940509095484) | > loss_disc_real_0: 0.1459365338087082 (0.12020061400776007) | > loss_disc_real_1: 0.2151140421628952 (0.19930909766631877) | > loss_disc_real_2: 0.21081559360027313 (0.21391047273768857) | > loss_disc_real_3: 0.22914664447307587 (0.22893629567761) | > loss_disc_real_4: 0.21338403224945068 (0.2297139008130346) | > loss_disc_real_5: 0.20162275433540344 (0.2216431195942723) | > loss_0: 2.4257407188415527 (2.368940509095484) | > grad_norm_0: tensor(79.0854, device='cuda:0') (tensor(22.9532, device='cuda:0')) | > loss_gen: 2.553651809692383 (2.4849121692229295) | > loss_kl: 2.0008530616760254 (1.953027080516426) | > loss_feat: 7.621614456176758 (7.037293940174337) | > loss_mel: 17.4758243560791 (17.70856080736432) | > loss_duration: 2.196357488632202 (2.06533456740736) | > loss_1: 31.84830093383789 (31.249128497376734) | > grad_norm_1: tensor(301.3274, device='cuda:0') (tensor(226.3751, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.4691 (0.39240650741421446) | > loader_time: 0.0067 (0.004656976583052657)  --> TIME: 2024-06-11 13:27:19 -- STEP: 319/330 -- GLOBAL_STEP: 255300 | > loss_disc: 2.3666505813598633 (2.36977424516947) | > loss_disc_real_0: 0.15849089622497559 (0.12060524996218262) | > loss_disc_real_1: 0.16749976575374603 (0.19966260121907559) | > loss_disc_real_2: 0.20515510439872742 (0.2140709027694684) | > loss_disc_real_3: 0.23011958599090576 (0.2293432999554099) | > loss_disc_real_4: 0.21227768063545227 (0.23030900576832153) | > loss_disc_real_5: 0.21258634328842163 (0.22188101204398283) | > loss_0: 2.3666505813598633 (2.36977424516947) | > grad_norm_0: tensor(78.0583, device='cuda:0') (tensor(24.4989, device='cuda:0')) | > loss_gen: 2.2196011543273926 (2.4887820672839416) | > loss_kl: 1.9768460988998413 (1.9542524564228836) | > loss_feat: 8.176918983459473 (7.069067766673887) | > loss_mel: 16.704849243164062 (17.663337785248466) | > loss_duration: 2.247793674468994 (2.0787471700985227) | > loss_1: 31.326007843017578 (31.25418717435161) | > grad_norm_1: tensor(590.3405, device='cuda:0') (tensor(239.0498, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.5781 (0.40235542428904564) | > loader_time: 0.008 (0.004873985033423925)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.709259033203125 (2.709259033203125) | > loss_disc_real_0: 0.1440097689628601 (0.1440097689628601) | > loss_disc_real_1: 0.3822060525417328 (0.3822060525417328) | > loss_disc_real_2: 0.36399415135383606 (0.36399415135383606) | > loss_disc_real_3: 0.2945537865161896 (0.2945537865161896) | > loss_disc_real_4: 0.27204257249832153 (0.27204257249832153) | > loss_disc_real_5: 0.19767974317073822 (0.19767974317073822) | > loss_0: 2.709259033203125 (2.709259033203125) | > loss_gen: 2.593804359436035 (2.593804359436035) | > loss_kl: 3.1356914043426514 (3.1356914043426514) | > loss_feat: 6.804354667663574 (6.804354667663574) | > loss_mel: 17.354936599731445 (17.354936599731445) | > loss_duration: 2.985957384109497 (2.985957384109497) | > loss_1: 32.8747444152832 (32.8747444152832)  --> STEP: 1 | > loss_disc: 2.446617603302002 (2.446617603302002) | > loss_disc_real_0: 0.14986500144004822 (0.14986500144004822) | > loss_disc_real_1: 0.18228280544281006 (0.18228280544281006) | > loss_disc_real_2: 0.2822197377681732 (0.2822197377681732) | > loss_disc_real_3: 0.27535247802734375 (0.27535247802734375) | > loss_disc_real_4: 0.31639403104782104 (0.31639403104782104) | > loss_disc_real_5: 0.35039666295051575 (0.35039666295051575) | > loss_0: 2.446617603302002 (2.446617603302002) | > loss_gen: 2.761472463607788 (2.761472463607788) | > loss_kl: 2.7915916442871094 (2.7915916442871094) | > loss_feat: 6.611488342285156 (6.611488342285156) | > loss_mel: 20.10139274597168 (20.10139274597168) | > loss_duration: 2.3699984550476074 (2.3699984550476074) | > loss_1: 34.63594436645508 (34.63594436645508)  --> STEP: 2 | > loss_disc: 2.4860103130340576 (2.46631395816803) | > loss_disc_real_0: 0.046964406967163086 (0.09841470420360565) | > loss_disc_real_1: 0.23874512314796448 (0.21051396429538727) | > loss_disc_real_2: 0.3249967396259308 (0.303608238697052) | > loss_disc_real_3: 0.3737865686416626 (0.3245695233345032) | > loss_disc_real_4: 0.24878326058387756 (0.2825886458158493) | > loss_disc_real_5: 0.2350277155637741 (0.29271218925714493) | > loss_0: 2.4860103130340576 (2.46631395816803) | > loss_gen: 2.4077260494232178 (2.584599256515503) | > loss_kl: 2.859419345855713 (2.825505495071411) | > loss_feat: 5.537768363952637 (6.0746283531188965) | > loss_mel: 21.136627197265625 (20.619009971618652) | > loss_duration: 2.508514404296875 (2.439256429672241) | > loss_1: 34.45005798339844 (34.54300117492676)  --> STEP: 3 | > loss_disc: 2.331252098083496 (2.421293338139852) | > loss_disc_real_0: 0.11521705240011215 (0.10401548693577449) | > loss_disc_real_1: 0.20708423852920532 (0.20937072237332663) | > loss_disc_real_2: 0.2533113956451416 (0.2868426243464152) | > loss_disc_real_3: 0.3523634672164917 (0.333834171295166) | > loss_disc_real_4: 0.22795268893241882 (0.2643766601880391) | > loss_disc_real_5: 0.30219098925590515 (0.2958717892567317) | > loss_0: 2.331252098083496 (2.421293338139852) | > loss_gen: 3.1612133979797363 (2.776803970336914) | > loss_kl: 3.191117286682129 (2.947376092274984) | > loss_feat: 8.059073448181152 (6.7361100514729815) | > loss_mel: 18.226482391357422 (19.821500778198242) | > loss_duration: 2.3444759845733643 (2.4076629479726157) | > loss_1: 34.98236083984375 (34.68945439656576)  --> STEP: 4 | > loss_disc: 2.354421377182007 (2.4045753479003906) | > loss_disc_real_0: 0.16239404678344727 (0.11861012689769268) | > loss_disc_real_1: 0.16775274276733398 (0.19896622747182846) | > loss_disc_real_2: 0.21859177947044373 (0.26977991312742233) | > loss_disc_real_3: 0.3129308223724365 (0.32860833406448364) | > loss_disc_real_4: 0.24111542105674744 (0.2585613504052162) | > loss_disc_real_5: 0.2218417376279831 (0.2773642763495445) | > loss_0: 2.354421377182007 (2.4045753479003906) | > loss_gen: 2.7017407417297363 (2.7580381631851196) | > loss_kl: 3.639753580093384 (3.1204704642295837) | > loss_feat: 8.209407806396484 (7.104434490203857) | > loss_mel: 19.29889488220215 (19.69084930419922) | > loss_duration: 2.415647029876709 (2.409658968448639) | > loss_1: 36.26544189453125 (35.08345127105713)  --> STEP: 5 | > loss_disc: 2.6544015407562256 (2.4545405864715577) | > loss_disc_real_0: 0.2803674638271332 (0.15096159428358077) | > loss_disc_real_1: 0.2922232449054718 (0.21761763095855713) | > loss_disc_real_2: 0.26327747106552124 (0.2684794247150421) | > loss_disc_real_3: 0.3214017450809479 (0.3271670162677765) | > loss_disc_real_4: 0.29462456703186035 (0.26577399373054506) | > loss_disc_real_5: 0.2881139814853668 (0.279514217376709) | > loss_0: 2.6544015407562256 (2.4545405864715577) | > loss_gen: 2.7448906898498535 (2.7554086685180663) | > loss_kl: 2.653480052947998 (3.027072381973267) | > loss_feat: 5.667506217956543 (6.817048835754394) | > loss_mel: 19.16549301147461 (19.585778045654298) | > loss_duration: 2.4008798599243164 (2.4079031467437746) | > loss_1: 32.63224792480469 (34.59321060180664)  --> STEP: 6 | > loss_disc: 2.5597524642944336 (2.472075899442037) | > loss_disc_real_0: 0.12191574275493622 (0.1461206190288067) | > loss_disc_real_1: 0.2902636229991913 (0.2297252962986628) | > loss_disc_real_2: 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loss_disc_real_5: 0.3340769112110138 (0.2797215112618038) | > loss_0: 2.6563470363616943 (2.4984003475734164) | > loss_gen: 2.9917843341827393 (2.7520651817321777) | > loss_kl: 3.441343069076538 (3.0278762749263217) | > loss_feat: 6.885330677032471 (6.587073598589216) | > loss_mel: 17.904170989990234 (19.168838500976562) | > loss_duration: 2.5365424156188965 (2.3919759137289867) | > loss_1: 33.75917053222656 (33.927829197474885)  --> STEP: 8 | > loss_disc: 2.0078907012939453 (2.4370866417884827) | > loss_disc_real_0: 0.1150539368391037 (0.14853988122195005) | > loss_disc_real_1: 0.11725547909736633 (0.22135115787386894) | > loss_disc_real_2: 0.26912420988082886 (0.28929442912340164) | > loss_disc_real_3: 0.25602981448173523 (0.3198157101869583) | > loss_disc_real_4: 0.21238523721694946 (0.2647899519652128) | > loss_disc_real_5: 0.2226448804140091 (0.27258693240582943) | > loss_0: 2.0078907012939453 (2.4370866417884827) | > loss_gen: 2.8371877670288086 (2.7627055048942566) | > loss_kl: 3.4187979698181152 (3.076741486787796) | > loss_feat: 10.769001007080078 (7.109814524650574) | > loss_mel: 20.42835235595703 (19.32627773284912) | > loss_duration: 2.2767677307128906 (2.3775748908519745) | > loss_1: 39.730106353759766 (34.6531138420105)  --> STEP: 9 | > loss_disc: 2.484525680541992 (2.442357646094428) | > loss_disc_real_0: 0.19345781207084656 (0.153530762427383) | > loss_disc_real_1: 0.22884352505207062 (0.22218364311589134) | > loss_disc_real_2: 0.27369603514671326 (0.2875612742371029) | > loss_disc_real_3: 0.2925557494163513 (0.31678682565689087) | > loss_disc_real_4: 0.28506869077682495 (0.26704314516650307) | > loss_disc_real_5: 0.23944111168384552 (0.26890406343672013) | > loss_0: 2.484525680541992 (2.442357646094428) | > loss_gen: 2.6243484020233154 (2.747332493464152) | > loss_kl: 2.23730731010437 (2.9834710227118597) | > loss_feat: 7.661109924316406 (7.171069569057888) | > loss_mel: 18.656023025512695 (19.25180498758952) | > loss_duration: 2.187662124633789 (2.3564734723832874) | > loss_1: 33.36644744873047 (34.51015090942383)  --> STEP: 10 | > loss_disc: 2.5363783836364746 (2.4517597198486327) | > loss_disc_real_0: 0.23062795400619507 (0.16124048158526422) | > loss_disc_real_1: 0.24745821952819824 (0.22471110075712203) | > loss_disc_real_2: 0.1860598623752594 (0.2774111330509186) | > loss_disc_real_3: 0.28588369488716125 (0.31369651257991793) | > loss_disc_real_4: 0.2950055003166199 (0.26983938068151475) | > loss_disc_real_5: 0.23764494061470032 (0.26577815115451814) | > loss_0: 2.5363783836364746 (2.4517597198486327) | > loss_gen: 2.381316900253296 (2.7107309341430663) | > loss_kl: 2.3412132263183594 (2.9192452430725098) | > loss_feat: 5.419154167175293 (6.995878028869629) | > loss_mel: 18.772193908691406 (19.203843879699708) | > loss_duration: 2.3191704750061035 (2.3527431726455688) | > loss_1: 31.233049392700195 (34.182440757751465)  --> STEP: 11 | > loss_disc: 2.8044471740722656 (2.483822215687145) | > loss_disc_real_0: 0.2573791742324829 (0.16998036273501135) | > loss_disc_real_1: 0.24728432297706604 (0.22676321186802603) | > loss_disc_real_2: 0.35347142815589905 (0.2843257053331895) | > loss_disc_real_3: 0.3328385651111603 (0.31543669917366723) | > loss_disc_real_4: 0.2805953323841095 (0.27081719447265973) | > loss_disc_real_5: 0.3233351409435272 (0.27101060477170075) | > loss_0: 2.8044471740722656 (2.483822215687145) | > loss_gen: 2.4428858757019043 (2.686381383375688) | > loss_kl: 3.1510162353515625 (2.9403153332796963) | > loss_feat: 5.27387809753418 (6.839332580566406) | > loss_mel: 16.319124221801758 (18.94159663807262) | > loss_duration: 2.478057622909546 (2.3641353953968394) | > loss_1: 29.664962768554688 (33.77176094055176)  --> STEP: 12 | > loss_disc: 2.5574519634246826 (2.489958027998606) | > loss_disc_real_0: 0.17686079442501068 (0.1705537320425113) | > loss_disc_real_1: 0.20352612435817719 (0.22482678790887198) | > loss_disc_real_2: 0.3260197937488556 (0.2878002127011617) | > loss_disc_real_3: 0.2693706154823303 (0.3115978588660558) | > loss_disc_real_4: 0.24712689220905304 (0.26884300261735916) | > loss_disc_real_5: 0.289277583360672 (0.27253285298744834) | > loss_0: 2.5574519634246826 (2.489958027998606) | > loss_gen: 2.5795798301696777 (2.677481253941854) | > loss_kl: 2.610389232635498 (2.9128214915593467) | > loss_feat: 7.303760528564453 (6.878034909566243) | > loss_mel: 19.645652770996094 (19.00026798248291) | > loss_duration: 2.278052568435669 (2.3569618264834085) | > loss_1: 34.41743469238281 (33.82556708653768)  --> STEP: 13 | > loss_disc: 2.657552719116211 (2.5028499273153453) | > loss_disc_real_0: 0.1884770393371582 (0.17193244798825338) | > loss_disc_real_1: 0.24649381637573242 (0.22649348240632278) | > loss_disc_real_2: 0.3025732636451721 (0.28893660123531634) | > loss_disc_real_3: 0.33336880803108215 (0.3132725472633655) | > loss_disc_real_4: 0.23001284897327423 (0.2658560677216603) | > loss_disc_real_5: 0.19068877398967743 (0.2662371546030044) | > loss_0: 2.657552719116211 (2.5028499273153453) | > loss_gen: 2.1461126804351807 (2.636606748287494) | > loss_kl: 2.769341468811035 (2.9017845667325535) | > loss_feat: 4.266629219055176 (6.6771575487577) | > loss_mel: 13.169173240661621 (18.55172223311204) | > loss_duration: 2.2269625663757324 (2.346961883398203) | > loss_1: 24.578218460083008 (33.114232576810394)  --> STEP: 14 | > loss_disc: 2.11798095703125 (2.4753592865807668) | > loss_disc_real_0: 0.20433396100997925 (0.1742468417755195) | > loss_disc_real_1: 0.1938731074333191 (0.22416345562253678) | > loss_disc_real_2: 0.14100393652915955 (0.27836998232773374) | > loss_disc_real_3: 0.18387320637702942 (0.3040297372000558) | > loss_disc_real_4: 0.22907693684101105 (0.2632289869444711) | > loss_disc_real_5: 0.21648332476615906 (0.2626833096146583) | > loss_0: 2.11798095703125 (2.4753592865807668) | > loss_gen: 2.699152708053589 (2.6410743168422153) | > loss_kl: 3.607492208480835 (2.952192255428859) | > loss_feat: 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(33.57017389933268)  --> STEP: 16 | > loss_disc: 2.3592915534973145 (2.468164876103401) | > loss_disc_real_0: 0.08130140602588654 (0.17024024156853557) | > loss_disc_real_1: 0.2042871117591858 (0.22220783960074186) | > loss_disc_real_2: 0.3418274521827698 (0.2839718572795391) | > loss_disc_real_3: 0.28686779737472534 (0.3046506457030773) | > loss_disc_real_4: 0.25634756684303284 (0.25943202804774046) | > loss_disc_real_5: 0.25615954399108887 (0.2592096431180835) | > loss_0: 2.3592915534973145 (2.468164876103401) | > loss_gen: 2.581415891647339 (2.6298861354589462) | > loss_kl: 2.538217067718506 (2.9205038398504257) | > loss_feat: 5.47529935836792 (6.850003331899643) | > loss_mel: 18.258991241455078 (18.668180882930756) | > loss_duration: 2.3462111949920654 (2.353472650051117) | > loss_1: 31.200132369995117 (33.422046303749084)  --> STEP: 17 | > loss_disc: 2.152146816253662 (2.4495755784651814) | > loss_disc_real_0: 0.11971716582775116 (0.1672682959367247) | > loss_disc_real_1: 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loss_disc_real_4: 0.24031998217105865 (0.2614572313096788) | > loss_disc_real_5: 0.24712036550045013 (0.25689008252488243) | > loss_0: 2.339113712310791 (2.4434388081232705) | > loss_gen: 2.808621883392334 (2.661390529738532) | > loss_kl: 3.264369249343872 (2.907918175061544) | > loss_feat: 8.934967041015625 (7.071662293540107) | > loss_mel: 19.279518127441406 (18.722086429595947) | > loss_duration: 2.266707420349121 (2.3529365062713623) | > loss_1: 36.55418395996094 (33.715993563334145)  --> STEP: 19 | > loss_disc: 2.6148040294647217 (2.4524580302991366) | > loss_disc_real_0: 0.19702164828777313 (0.16745392703696302) | > loss_disc_real_1: 0.29413872957229614 (0.2243842247285341) | > loss_disc_real_2: 0.31346043944358826 (0.2824784595715372) | > loss_disc_real_3: 0.32350021600723267 (0.301399649758088) | > loss_disc_real_4: 0.28589439392089844 (0.2627433977629009) | > loss_disc_real_5: 0.28443443775177 (0.2583397854315607) | > loss_0: 2.6148040294647217 (2.4524580302991366) | > loss_gen: 2.7125415802001953 (2.664082690289146) | > loss_kl: 1.7768583297729492 (2.8483887095200386) | > loss_feat: 5.372725963592529 (6.9822445919639184) | > loss_mel: 17.692724227905273 (18.667909471612226) | > loss_duration: 2.330650806427002 (2.3517635747006067) | > loss_1: 29.885499954223633 (33.514388636538854)  --> STEP: 20 | > loss_disc: 2.3872427940368652 (2.449197268486023) | > loss_disc_real_0: 0.1757984459400177 (0.16787115298211575) | > loss_disc_real_1: 0.2030159831047058 (0.22331581264734268) | > loss_disc_real_2: 0.20177024602890015 (0.27844304889440535) | > loss_disc_real_3: 0.22118625044822693 (0.29738897979259493) | > loss_disc_real_4: 0.25370585918426514 (0.2622915208339691) | > loss_disc_real_5: 0.19373175501823425 (0.2551093839108944) | > loss_0: 2.3872427940368652 (2.449197268486023) | > loss_gen: 2.391639232635498 (2.6504605174064637) | > loss_kl: 2.237900733947754 (2.8178643107414247) | > loss_feat: 5.519730567932129 (6.909118890762329) | > loss_mel: 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2.355457067489624 (2.438942714170976) | > loss_disc_real_0: 0.1868937611579895 (0.16713047671047124) | > loss_disc_real_1: 0.2896670997142792 (0.23019449548287826) | > loss_disc_real_2: 0.22336262464523315 (0.27404548634182324) | > loss_disc_real_3: 0.18893647193908691 (0.28947798907756805) | > loss_disc_real_4: 0.23520657420158386 (0.2610355547883294) | > loss_disc_real_5: 0.23450854420661926 (0.2539132399992509) | > loss_0: 2.355457067489624 (2.438942714170976) | > loss_gen: 2.5939369201660156 (2.6571687893434004) | > loss_kl: 2.2360754013061523 (2.746119564229792) | > loss_feat: 7.134970664978027 (6.852052818645131) | > loss_mel: 17.743484497070312 (18.5035887631503) | > loss_duration: 2.187185049057007 (2.333326036279852) | > loss_1: 31.895652770996094 (33.09225576574153)  --> STEP: 23 | > loss_disc: 2.696834087371826 (2.450155382571013) | > loss_disc_real_0: 0.24372585117816925 (0.17046071038297986) | > loss_disc_real_1: 0.23098419606685638 (0.2302288302908773) | > loss_disc_real_2: 0.29673823714256287 (0.27503212768098584) | > loss_disc_real_3: 0.27037450671195984 (0.288647402887759) | > loss_disc_real_4: 0.2863774597644806 (0.2621373767438142) | > loss_disc_real_5: 0.26422518491744995 (0.254361585430477) | > loss_0: 2.696834087371826 (2.450155382571013) | > loss_gen: 2.273959159851074 (2.6405075011046035) | > loss_kl: 2.5215423107147217 (2.7363553358160932) | > loss_feat: 3.5046565532684326 (6.706513850585274) | > loss_mel: 15.048397064208984 (18.353363037109375) | > loss_duration: 2.2926387786865234 (2.331557025080142) | > loss_1: 25.64119529724121 (32.768296614937164)  --> STEP: 24 | > loss_disc: 2.7738137245178223 (2.4636411468187966) | > loss_disc_real_0: 0.2841315269470215 (0.1751969944064816) | > loss_disc_real_1: 0.28311842679977417 (0.232432563478748) | > loss_disc_real_2: 0.3246403634548187 (0.2770991375048955) | > loss_disc_real_3: 0.32643672823905945 (0.2902219581107298) | > loss_disc_real_4: 0.28024664521217346 (0.2628919295966625) | > loss_disc_real_5: 0.2637070417404175 (0.25475097944339115) | > loss_0: 2.7738137245178223 (2.4636411468187966) | > loss_gen: 2.470111608505249 (2.6334076722462973) | > loss_kl: 3.176628828048706 (2.7547000646591187) | > loss_feat: 4.753692626953125 (6.625146299600601) | > loss_mel: 16.095149993896484 (18.259270826975506) | > loss_duration: 2.4686713218688965 (2.3372701207796736) | > loss_1: 28.96425437927246 (32.609794855117805)  --> STEP: 25 | > loss_disc: 2.636484146118164 (2.4705548667907715) | > loss_disc_real_0: 0.26969295740127563 (0.17897683292627334) | > loss_disc_real_1: 0.22674453258514404 (0.23220504224300384) | > loss_disc_real_2: 0.3184899091720581 (0.27875476837158203) | > loss_disc_real_3: 0.2906658351421356 (0.29023971319198605) | > loss_disc_real_4: 0.23237597942352295 (0.26167129158973695) | > loss_disc_real_5: 0.22914132475852966 (0.2537265932559967) | > loss_0: 2.636484146118164 (2.4705548667907715) | > loss_gen: 2.4213249683380127 (2.6249243640899658) | > loss_kl: 2.6821112632751465 (2.7517965126037596) | > loss_feat: 4.326198101043701 (6.533188371658325) | > loss_mel: 12.797270774841309 (18.040790824890138) | > loss_duration: 2.330986261367798 (2.3370187664031987) | > loss_1: 24.557891845703125 (32.28771873474122)  --> STEP: 26 | > loss_disc: 2.6615748405456543 (2.477901788858267) | > loss_disc_real_0: 0.1419581025838852 (0.17755303560541227) | > loss_disc_real_1: 0.17058822512626648 (0.22983516466159087) | > loss_disc_real_2: 0.24302391707897186 (0.2773805048603278) | > loss_disc_real_3: 0.30215588212013245 (0.29069802738153017) | > loss_disc_real_4: 0.35388121008872986 (0.26521782691662127) | > loss_disc_real_5: 0.23874986171722412 (0.2531505651198901) | > loss_0: 2.6615748405456543 (2.477901788858267) | > loss_gen: 2.048060894012451 (2.602737307548523) | > loss_kl: 2.5974836349487305 (2.7458614019247203) | > loss_feat: 6.901965618133545 (6.5473721119073724) | > loss_mel: 11.383341789245605 (17.784735092749962) | > loss_duration: 2.268187999725342 (2.3343714292232813) | > loss_1: 25.199039459228516 (32.01507722414458) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025485754013061523 (+0.00020363697638878415) | > avg_loss_disc: 2.477901788858267 (+0.10157548464261534) | > avg_loss_disc_real_0: 0.17755303560541227 (+0.040082182448643866) | > avg_loss_disc_real_1: 0.22983516466159087 (+0.0447773446257298) | > avg_loss_disc_real_2: 0.2773805048603278 (+0.022988616273953377) | > avg_loss_disc_real_3: 0.29069802738153017 (+0.045221940829203666) | > avg_loss_disc_real_4: 0.26521782691662127 (+0.021889171348168285) | > avg_loss_disc_real_5: 0.2531505651198901 (+0.024361106925285814) | > avg_loss_0: 2.477901788858267 (+0.10157548464261534) | > avg_loss_gen: 2.602737307548523 (+0.15885353088378906) | > avg_loss_kl: 2.7458614019247203 (-0.07035333835161639) | > avg_loss_feat: 6.5473721119073724 (-0.7620481619468098) | > avg_loss_mel: 17.784735092749962 (-0.8197178473839344) | > avg_loss_duration: 2.3343714292232813 (+0.00463391267336366) | > avg_loss_1: 32.01507722414458 (-1.4886322021484375)  > EPOCH: 507/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:27:46)   --> TIME: 2024-06-11 13:27:52 -- STEP: 14/330 -- GLOBAL_STEP: 255325 | > loss_disc: 2.2486610412597656 (2.3173539638519287) | > loss_disc_real_0: 0.13078421354293823 (0.10109825964484896) | > loss_disc_real_1: 0.19465121626853943 (0.19260221613304956) | > loss_disc_real_2: 0.21040289103984833 (0.21213675077472413) | > loss_disc_real_3: 0.2033100575208664 (0.2245043186204774) | > loss_disc_real_4: 0.21890659630298615 (0.22773360460996628) | > loss_disc_real_5: 0.2399638146162033 (0.22877779603004456) | > loss_0: 2.2486610412597656 (2.3173539638519287) | > grad_norm_0: tensor(11.8765, device='cuda:0') (tensor(8.3272, device='cuda:0')) | > loss_gen: 2.6066951751708984 (2.493431602205549) | > loss_kl: 2.0468900203704834 (1.9209765706743513) | > loss_feat: 7.456892490386963 (6.946348122188023) | > loss_mel: 17.847288131713867 (18.115433284214564) | > loss_duration: 2.042534828186035 (2.105220283780779) | > loss_1: 32.000301361083984 (31.58140959058489) | > grad_norm_1: tensor(113.4942, device='cuda:0') (tensor(77.8812, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3633 (0.3598450081689017) | > loader_time: 0.003 (0.0029366356985909598)  --> TIME: 2024-06-11 13:28:01 -- STEP: 39/330 -- GLOBAL_STEP: 255350 | > loss_disc: 2.2946746349334717 (2.3596672217051187) | > loss_disc_real_0: 0.15040560066699982 (0.1108018574424279) | > loss_disc_real_1: 0.16852980852127075 (0.19683303206394878) | > loss_disc_real_2: 0.2149413675069809 (0.21130697429180145) | > loss_disc_real_3: 0.21762165427207947 (0.22989957416668916) | > loss_disc_real_4: 0.1859760880470276 (0.22951254477867714) | > loss_disc_real_5: 0.17773088812828064 (0.22296355320857122) | > loss_0: 2.2946746349334717 (2.3596672217051187) | > grad_norm_0: tensor(11.4840, device='cuda:0') (tensor(8.7612, device='cuda:0')) | > loss_gen: 2.512763500213623 (2.4835693652813253) | > loss_kl: 1.9587126970291138 (1.9043442499943268) | > loss_feat: 7.310888767242432 (6.9651791254679365) | > loss_mel: 17.884960174560547 (18.038131616054436) | > loss_duration: 2.018331289291382 (2.0479201628611636) | > loss_1: 31.685657501220703 (31.43914447686611) | > grad_norm_1: tensor(55.6504, device='cuda:0') (tensor(76.3629, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3573 (0.35923240123650974) | > loader_time: 0.0031 (0.0031892764262664015)  --> TIME: 2024-06-11 13:28:11 -- STEP: 64/330 -- GLOBAL_STEP: 255375 | > loss_disc: 2.417245626449585 (2.351691510528326) | > loss_disc_real_0: 0.08383148163557053 (0.11012246704194695) | > loss_disc_real_1: 0.1674359142780304 (0.1988267069682479) | > loss_disc_real_2: 0.2137628197669983 (0.2116007257718593) | > loss_disc_real_3: 0.2196526676416397 (0.2293630123604089) | > loss_disc_real_4: 0.24942420423030853 (0.229532971046865) | > loss_disc_real_5: 0.218007430434227 (0.2225212266203016) | > loss_0: 2.417245626449585 (2.351691510528326) | > grad_norm_0: tensor(9.1322, device='cuda:0') (tensor(9.7851, device='cuda:0')) | > loss_gen: 2.3673994541168213 (2.4872413091361514) | > loss_kl: 2.065786361694336 (1.906691974028945) | > loss_feat: 7.078182220458984 (6.985002055764198) | > loss_mel: 18.46939468383789 (17.991849720478054) | > loss_duration: 1.9946818351745605 (2.0248886849731216) | > loss_1: 31.975444793701172 (31.395673751831055) | > grad_norm_1: tensor(63.5025, device='cuda:0') (tensor(87.9098, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3805 (0.36163505911827093) | > loader_time: 0.004 (0.0033402293920516968)  --> TIME: 2024-06-11 13:28:20 -- STEP: 89/330 -- GLOBAL_STEP: 255400 | > loss_disc: 2.317385196685791 (2.3555316308910927) | > loss_disc_real_0: 0.12352992594242096 (0.11254741929555206) | > loss_disc_real_1: 0.18020349740982056 (0.19949079999762975) | > loss_disc_real_2: 0.24602879583835602 (0.2116277487425322) | > loss_disc_real_3: 0.23712468147277832 (0.23014123135068443) | > loss_disc_real_4: 0.21016442775726318 (0.23021088925640235) | > loss_disc_real_5: 0.216859370470047 (0.22203394435764698) | > loss_0: 2.317385196685791 (2.3555316308910927) | > grad_norm_0: tensor(12.1889, device='cuda:0') (tensor(9.8514, device='cuda:0')) | > loss_gen: 2.4584691524505615 (2.4817755892035662) | > loss_kl: 1.7614576816558838 (1.914780855178833) | > loss_feat: 6.470729827880859 (6.971439088328501) | > loss_mel: 17.968839645385742 (17.91525778609715) | > loss_duration: 2.0164310932159424 (2.015992540991709) | > loss_1: 30.675928115844727 (31.299245812919704) | > grad_norm_1: tensor(117.5387, device='cuda:0') (tensor(92.9646, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3775 (0.3653155391135912) | > loader_time: 0.0039 (0.00349201781026433)  --> TIME: 2024-06-11 13:28:30 -- STEP: 114/330 -- GLOBAL_STEP: 255425 | > loss_disc: 2.3230180740356445 (2.3605047945390667) | > loss_disc_real_0: 0.09973655641078949 (0.11328440394840743) | > loss_disc_real_1: 0.18017064034938812 (0.19960949569940567) | > loss_disc_real_2: 0.24125665426254272 (0.21341138869001156) | > loss_disc_real_3: 0.23137138783931732 (0.2307849772143782) | > loss_disc_real_4: 0.22671978175640106 (0.23031868981687645) | > loss_disc_real_5: 0.23354798555374146 (0.22198363406616345) | > loss_0: 2.3230180740356445 (2.3605047945390667) | > grad_norm_0: tensor(6.7968, device='cuda:0') (tensor(9.9488, device='cuda:0')) | > loss_gen: 2.49367618560791 (2.47646335133335) | > loss_kl: 1.9602360725402832 (1.913458802198109) | > loss_feat: 7.338433742523193 (6.973069471225404) | > loss_mel: 18.345619201660156 (17.908002937049197) | > loss_duration: 2.037673234939575 (2.0163090814623925) | > loss_1: 32.17564010620117 (31.287303539744595) | > grad_norm_1: tensor(75.4225, device='cuda:0') (tensor(94.0736, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3913 (0.3708241445976391) | > loader_time: 0.0036 (0.003618721376385605)  --> TIME: 2024-06-11 13:28:40 -- STEP: 139/330 -- GLOBAL_STEP: 255450 | > loss_disc: 2.4223456382751465 (2.36444889384208) | > loss_disc_real_0: 0.09754124283790588 (0.1137787257488683) | > loss_disc_real_1: 0.21630145609378815 (0.1994684122020392) | > loss_disc_real_2: 0.21013174951076508 (0.21364003548519214) | > loss_disc_real_3: 0.2559203505516052 (0.23084812488058487) | > loss_disc_real_4: 0.2470683604478836 (0.23079289656748875) | > loss_disc_real_5: 0.22935864329338074 (0.2224927054677936) | > loss_0: 2.4223456382751465 (2.36444889384208) | > grad_norm_0: tensor(10.9073, device='cuda:0') (tensor(10.6200, device='cuda:0')) | > loss_gen: 2.5747299194335938 (2.4764729283696454) | > loss_kl: 1.8626255989074707 (1.9183105058807264) | > loss_feat: 7.293117523193359 (6.977039265118057) | > loss_mel: 17.922870635986328 (17.930193496264998) | > loss_duration: 2.0831284523010254 (2.020164329371007) | > loss_1: 31.73647117614746 (31.32218046668622) | > grad_norm_1: tensor(197.6914, device='cuda:0') (tensor(105.8038, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3878 (0.3721838889362143) | > loader_time: 0.0041 (0.00373321128406113)  --> TIME: 2024-06-11 13:28:49 -- STEP: 164/330 -- GLOBAL_STEP: 255475 | > loss_disc: 2.3233726024627686 (2.3625672706743566) | > loss_disc_real_0: 0.10860753059387207 (0.11482442960869975) | > loss_disc_real_1: 0.166853666305542 (0.19937756993785138) | > loss_disc_real_2: 0.2052256315946579 (0.2133955206812882) | > loss_disc_real_3: 0.21353153884410858 (0.2301050808008124) | > loss_disc_real_4: 0.19596359133720398 (0.22982599295494033) | > loss_disc_real_5: 0.21964329481124878 (0.22184947814519812) | > loss_0: 2.3233726024627686 (2.3625672706743566) | > grad_norm_0: tensor(15.1496, device='cuda:0') (tensor(13.0133, device='cuda:0')) | > loss_gen: 2.576939582824707 (2.478822555483841) | > loss_kl: 1.9787018299102783 (1.9248703580077102) | > loss_feat: 7.2464518547058105 (6.982759676328519) | > loss_mel: 17.238174438476562 (17.899138148238016) | > loss_duration: 2.0800352096557617 (2.0231779770153335) | > loss_1: 31.120304107666016 (31.308768691086186) | > grad_norm_1: tensor(286.2256, device='cuda:0') (tensor(129.0780, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3876 (0.3731860518455505) | > loader_time: 0.0043 (0.0038179144626710473)  --> TIME: 2024-06-11 13:28:59 -- STEP: 189/330 -- GLOBAL_STEP: 255500 | > loss_disc: 2.647862195968628 (2.3669491142192207) | > loss_disc_real_0: 0.23749658465385437 (0.11553461002136664) | > loss_disc_real_1: 0.23484694957733154 (0.1994377107374252) | > loss_disc_real_2: 0.23080366849899292 (0.2139675003826303) | > loss_disc_real_3: 0.23376218974590302 (0.23040559288685913) | > loss_disc_real_4: 0.2702585458755493 (0.23054786026477814) | > loss_disc_real_5: 0.29144808650016785 (0.22241661717336644) | > loss_0: 2.647862195968628 (2.3669491142192207) | > grad_norm_0: tensor(97.5209, device='cuda:0') (tensor(16.2437, device='cuda:0')) | > loss_gen: 2.244905948638916 (2.48564683697211) | > loss_kl: 1.950976014137268 (1.9309607214397855) | > loss_feat: 5.620049953460693 (6.991598631339098) | > loss_mel: 17.120630264282227 (17.859235228684845) | > loss_duration: 2.1175923347473145 (2.0302841524598474) | > loss_1: 29.054153442382812 (31.29772554629694) | > grad_norm_1: tensor(147.4629, device='cuda:0') (tensor(158.8212, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3815 (0.3749481988331628) | > loader_time: 0.0046 (0.003921971750007105) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_255500.pth  --> TIME: 2024-06-11 13:29:15 -- STEP: 214/330 -- GLOBAL_STEP: 255525 | > loss_disc: 2.43272066116333 (2.3604966881119194) | > loss_disc_real_0: 0.12869955599308014 (0.11406174556256454) | > loss_disc_real_1: 0.17150883376598358 (0.19867646875225495) | > loss_disc_real_2: 0.2342674434185028 (0.21373120284526148) | > loss_disc_real_3: 0.2640153467655182 (0.2301909055943801) | > loss_disc_real_4: 0.20838689804077148 (0.22975535579373904) | > loss_disc_real_5: 0.2212081104516983 (0.2231082577850217) | > loss_0: 2.43272066116333 (2.3604966881119194) | > grad_norm_0: tensor(33.8374, device='cuda:0') (tensor(17.5530, device='cuda:0')) | > loss_gen: 2.3741812705993652 (2.5028837662990964) | > loss_kl: 1.977683424949646 (1.9347842341271517) | > loss_feat: 6.318507194519043 (7.029496511566305) | > loss_mel: 17.393566131591797 (17.819782970107607) | > loss_duration: 2.1330454349517822 (2.0377307038440895) | > loss_1: 30.196983337402344 (31.324678135809496) | > grad_norm_1: tensor(402.0596, device='cuda:0') (tensor(179.2686, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.3944 (0.37834626269117694) | > loader_time: 0.0049 (0.004078603236474722)  --> TIME: 2024-06-11 13:29:25 -- STEP: 239/330 -- GLOBAL_STEP: 255550 | > loss_disc: 2.2218058109283447 (2.3599391751708336) | > loss_disc_real_0: 0.13433364033699036 (0.1150085010787932) | > loss_disc_real_1: 0.1826234757900238 (0.19894462175449068) | > loss_disc_real_2: 0.1882781684398651 (0.21312938437302242) | > loss_disc_real_3: 0.20773868262767792 (0.23025611735038679) | > loss_disc_real_4: 0.21587324142456055 (0.2289270506743108) | > loss_disc_real_5: 0.20838531851768494 (0.22240183224987287) | > loss_0: 2.2218058109283447 (2.3599391751708336) | > grad_norm_0: tensor(37.6222, device='cuda:0') (tensor(21.2253, device='cuda:0')) | > loss_gen: 2.6087589263916016 (2.502399786745654) | > loss_kl: 2.0246009826660156 (1.9355244990672027) | > loss_feat: 7.971114635467529 (7.026567337403238) | > loss_mel: 18.100435256958008 (17.7798946213024) | > loss_duration: 2.0987071990966797 (2.046092793532496) | > loss_1: 32.803619384765625 (31.29047898966897) | > grad_norm_1: tensor(547.0179, device='cuda:0') (tensor(206.5382, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.4271 (0.3819762603009595) | > loader_time: 0.0053 (0.004225663061421285)  --> TIME: 2024-06-11 13:29:36 -- STEP: 264/330 -- GLOBAL_STEP: 255575 | > loss_disc: 2.3005669116973877 (2.36139986370549) | > loss_disc_real_0: 0.16360938549041748 (0.11596763653285576) | > loss_disc_real_1: 0.20774267613887787 (0.1995210794901306) | > loss_disc_real_2: 0.22328107059001923 (0.21374010780092442) | > loss_disc_real_3: 0.20898987352848053 (0.22996198978613724) | > loss_disc_real_4: 0.20739765465259552 (0.2290131063059424) | > loss_disc_real_5: 0.20004788041114807 (0.22223734426679034) | > loss_0: 2.3005669116973877 (2.36139986370549) | > grad_norm_0: tensor(80.6940, device='cuda:0') (tensor(22.6226, device='cuda:0')) | > loss_gen: 2.4905691146850586 (2.5000486184250224) | > loss_kl: 1.9001860618591309 (1.93741918332649) | > loss_feat: 7.633347511291504 (7.037012894948323) | > loss_mel: 17.860088348388672 (17.744099624229207) | > loss_duration: 2.1547703742980957 (2.053767229571487) | > loss_1: 32.03895950317383 (31.272347508054793) | > grad_norm_1: tensor(475.7988, device='cuda:0') (tensor(225.2961, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.4358 (0.386650536999558) | > loader_time: 0.005 (0.004348865964195943)  --> TIME: 2024-06-11 13:29:48 -- STEP: 289/330 -- GLOBAL_STEP: 255600 | > loss_disc: 2.378176212310791 (2.360859550819265) | > loss_disc_real_0: 0.09132254123687744 (0.11641105455201389) | > loss_disc_real_1: 0.2239513248205185 (0.1995376800170819) | > loss_disc_real_2: 0.2180519551038742 (0.21356506625055025) | > loss_disc_real_3: 0.23545485734939575 (0.23011071273612316) | > loss_disc_real_4: 0.22283872961997986 (0.22880508103585162) | > loss_disc_real_5: 0.2353714555501938 (0.2219213345780917) | > loss_0: 2.378176212310791 (2.360859550819265) | > grad_norm_0: tensor(53.8930, device='cuda:0') (tensor(24.3619, device='cuda:0')) | > loss_gen: 2.2879717350006104 (2.498260756264922) | > loss_kl: 1.8535617589950562 (1.9392525493892419) | > loss_feat: 6.349348545074463 (7.04931812880361) | > loss_mel: 15.905014991760254 (17.687721169943636) | > loss_duration: 2.2137980461120605 (2.063230724070725) | > loss_1: 28.609695434570312 (31.23778330661021) | > grad_norm_1: tensor(473.6094, device='cuda:0') (tensor(245.2709, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.4682 (0.3922406183394592) | > loader_time: 0.0067 (0.004502106702863962)  --> TIME: 2024-06-11 13:30:01 -- STEP: 314/330 -- GLOBAL_STEP: 255625 | > loss_disc: 2.49442195892334 (2.363583558683942) | > loss_disc_real_0: 0.06837893277406693 (0.11754008123924019) | > loss_disc_real_1: 0.3625442683696747 (0.20111073852534503) | > loss_disc_real_2: 0.2255711406469345 (0.2134330970276693) | > loss_disc_real_3: 0.22547127306461334 (0.22998478026336924) | > loss_disc_real_4: 0.23916082084178925 (0.22854820202300502) | > loss_disc_real_5: 0.19873477518558502 (0.22179061373707595) | > loss_0: 2.49442195892334 (2.363583558683942) | > grad_norm_0: tensor(28.8470, device='cuda:0') (tensor(26.6726, device='cuda:0')) | > loss_gen: 2.498304843902588 (2.5019274912062732) | > loss_kl: 1.8942726850509644 (1.9409091867459047) | > loss_feat: 8.118639945983887 (7.072216847899613) | > loss_mel: 17.176145553588867 (17.646693427091957) | > loss_duration: 2.2703871726989746 (2.075928779164698) | > loss_1: 31.95775032043457 (31.23767572147831) | > grad_norm_1: tensor(448.5409, device='cuda:0') (tensor(264.3781, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.55 (0.40116721049995185) | > loader_time: 0.0079 (0.004693049534111263)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.243183135986328 (2.243183135986328) | > loss_disc_real_0: 0.049106478691101074 (0.049106478691101074) | > loss_disc_real_1: 0.10246206820011139 (0.10246206820011139) | > loss_disc_real_2: 0.20399650931358337 (0.20399650931358337) | > loss_disc_real_3: 0.24298633635044098 (0.24298633635044098) | > loss_disc_real_4: 0.24443967640399933 (0.24443967640399933) | > loss_disc_real_5: 0.29611366987228394 (0.29611366987228394) | > loss_0: 2.243183135986328 (2.243183135986328) | > loss_gen: 2.3248462677001953 (2.3248462677001953) | > loss_kl: 1.3648136854171753 (1.3648136854171753) | > loss_feat: 6.2223219871521 (6.2223219871521) | > loss_mel: 16.494483947753906 (16.494483947753906) | > loss_duration: 3.061272621154785 (3.061272621154785) | > loss_1: 29.46773910522461 (29.46773910522461)  --> STEP: 1 | > loss_disc: 2.3792848587036133 (2.3792848587036133) | > loss_disc_real_0: 0.10660320520401001 (0.10660320520401001) | > loss_disc_real_1: 0.1352764517068863 (0.1352764517068863) | > loss_disc_real_2: 0.19374266266822815 (0.19374266266822815) | > loss_disc_real_3: 0.18479639291763306 (0.18479639291763306) | > loss_disc_real_4: 0.21401311457157135 (0.21401311457157135) | > loss_disc_real_5: 0.1952669769525528 (0.1952669769525528) | > loss_0: 2.3792848587036133 (2.3792848587036133) | > loss_gen: 1.8804166316986084 (1.8804166316986084) | > loss_kl: 2.1967546939849854 (2.1967546939849854) | > loss_feat: 5.08097505569458 (5.08097505569458) | > loss_mel: 14.695089340209961 (14.695089340209961) | > loss_duration: 2.4348106384277344 (2.4348106384277344) | > loss_1: 26.288047790527344 (26.288047790527344)  --> STEP: 2 | > loss_disc: 2.5779690742492676 (2.4786269664764404) | > loss_disc_real_0: 0.05619979649782181 (0.08140150085091591) | > loss_disc_real_1: 0.1520977020263672 (0.14368707686662674) | > loss_disc_real_2: 0.268338143825531 (0.23104040324687958) | > loss_disc_real_3: 0.24014119803905487 (0.21246879547834396) | > loss_disc_real_4: 0.24042093753814697 (0.22721702605485916) | > loss_disc_real_5: 0.20838730037212372 (0.20182713866233826) | > loss_0: 2.5779690742492676 (2.4786269664764404) | > loss_gen: 1.9713042974472046 (1.9258604645729065) | > loss_kl: 2.428095579147339 (2.312425136566162) | > loss_feat: 5.5891008377075195 (5.33503794670105) | > loss_mel: 18.760953903198242 (16.7280216217041) | > loss_duration: 2.5278804302215576 (2.481345534324646) | > loss_1: 31.277334213256836 (28.78269100189209)  --> STEP: 3 | > loss_disc: 2.237532615661621 (2.3982621828715005) | > loss_disc_real_0: 0.033181965351104736 (0.06532832235097885) | > loss_disc_real_1: 0.10401993244886398 (0.13046469539403915) | > loss_disc_real_2: 0.19977088272571564 (0.22061722973982492) | > loss_disc_real_3: 0.29470211267471313 (0.239879901210467) | > loss_disc_real_4: 0.19631803035736084 (0.2169173608223597) | > loss_disc_real_5: 0.19659823179244995 (0.20008416970570883) | > loss_0: 2.237532615661621 (2.3982621828715005) | > loss_gen: 2.293546199798584 (2.048422376314799) | > loss_kl: 3.369659900665283 (2.6648367245992026) | > loss_feat: 7.555407524108887 (6.075161139170329) | > loss_mel: 17.45159912109375 (16.969214121500652) | > loss_duration: 2.388303756713867 (2.4503316084543862) | > loss_1: 33.05851745605469 (30.207966486612957)  --> STEP: 4 | > loss_disc: 2.2045116424560547 (2.349824547767639) | > loss_disc_real_0: 0.08884686976671219 (0.07120795920491219) | > loss_disc_real_1: 0.0973883643746376 (0.12219561263918877) | > loss_disc_real_2: 0.18675392866134644 (0.2121514044702053) | > loss_disc_real_3: 0.2886291742324829 (0.252067219465971) | > loss_disc_real_4: 0.2422928810119629 (0.2232612408697605) | > loss_disc_real_5: 0.2315405011177063 (0.2079482525587082) | > loss_0: 2.2045116424560547 (2.349824547767639) | > loss_gen: 2.4006314277648926 (2.1364746391773224) | > loss_kl: 2.8580241203308105 (2.7131335735321045) | > loss_feat: 9.422511100769043 (6.911998629570007) | > loss_mel: 19.735586166381836 (17.660807132720947) | > loss_duration: 2.4288105964660645 (2.444951355457306) | > loss_1: 36.84556198120117 (31.86736536026001)  --> STEP: 5 | > loss_disc: 2.271855115890503 (2.334230661392212) | > loss_disc_real_0: 0.09502603113651276 (0.0759715735912323) | > loss_disc_real_1: 0.13834020495414734 (0.1254245311021805) | > loss_disc_real_2: 0.24380157887935638 (0.2184814393520355) | > loss_disc_real_3: 0.26993680000305176 (0.25564113557338713) | > loss_disc_real_4: 0.2109820544719696 (0.22080540359020234) | > loss_disc_real_5: 0.18070082366466522 (0.20249876677989959) | > loss_0: 2.271855115890503 (2.334230661392212) | > loss_gen: 2.2117557525634766 (2.1515308618545532) | > loss_kl: 2.3425986766815186 (2.6390265941619875) | > loss_feat: 5.531789779663086 (6.635956859588623) | > loss_mel: 19.3074951171875 (17.990144729614258) | > loss_duration: 2.3921103477478027 (2.4343831539154053) | > loss_1: 31.785751342773438 (31.851042556762696)  --> STEP: 6 | > loss_disc: 2.422828435897827 (2.348996957143148) | > loss_disc_real_0: 0.05502421036362648 (0.07248034638663133) | > loss_disc_real_1: 0.14042524993419647 (0.12792465090751648) | > loss_disc_real_2: 0.2527056038379669 (0.22418546676635742) | > loss_disc_real_3: 0.29376327991485596 (0.2619948262969653) | > loss_disc_real_4: 0.17889314889907837 (0.21382002780834833) | > loss_disc_real_5: 0.18415160477161407 (0.19944090644518533) | > loss_0: 2.422828435897827 (2.348996957143148) | > loss_gen: 2.1868622303009033 (2.157419423262278) | > loss_kl: 2.880281686782837 (2.6792357762654624) | > loss_feat: 6.987358570098877 (6.694523811340332) | > loss_mel: 19.34410858154297 (18.215805371602375) | > loss_duration: 2.210418939590454 (2.3970557848612466) | > loss_1: 33.609031677246094 (32.144040743509926)  --> STEP: 7 | > loss_disc: 2.315516710281372 (2.344214064734323) | > loss_disc_real_0: 0.10614460706710815 (0.07728952648384231) | > loss_disc_real_1: 0.1086440235376358 (0.1251702755689621) | > loss_disc_real_2: 0.16819241642951965 (0.2161864595753806) | > loss_disc_real_3: 0.27980276942253113 (0.2645388181720461) | > loss_disc_real_4: 0.24958650767803192 (0.21892952493258885) | > loss_disc_real_5: 0.2281370609998703 (0.20354035709585463) | > loss_0: 2.315516710281372 (2.344214064734323) | > loss_gen: 2.3041203022003174 (2.178376691681998) | > loss_kl: 4.174590110778809 (2.8928578240530833) | > loss_feat: 6.932949066162109 (6.728584562029157) | > loss_mel: 17.344865798950195 (18.091385432652064) | > loss_duration: 2.601534843444824 (2.426267078944615) | > loss_1: 33.35805892944336 (32.31747191292899)  --> STEP: 8 | > loss_disc: 2.3131556510925293 (2.3403317630290985) | > loss_disc_real_0: 0.05281693860888481 (0.07423045299947262) | > loss_disc_real_1: 0.08367031812667847 (0.11998278088867664) | > loss_disc_real_2: 0.20919178426265717 (0.21531212516129017) | > loss_disc_real_3: 0.21283559501171112 (0.25807591527700424) | > loss_disc_real_4: 0.1989077627658844 (0.2164268046617508) | > loss_disc_real_5: 0.21499210596084595 (0.20497182570397854) | > loss_0: 2.3131556510925293 (2.3403317630290985) | > loss_gen: 2.1295957565307617 (2.1722790747880936) | > loss_kl: 2.4779698848724365 (2.8409968316555023) | > loss_feat: 8.805100440979004 (6.988149046897888) | > loss_mel: 19.733678817749023 (18.296672105789185) | > loss_duration: 2.3052101135253906 (2.411134958267212) | > loss_1: 35.45155715942383 (32.709232568740845)  --> STEP: 9 | > loss_disc: 2.440889596939087 (2.351504855685764) | > loss_disc_real_0: 0.09268054366111755 (0.07628046307298872) | > loss_disc_real_1: 0.11859660595655441 (0.11982876145177418) | > loss_disc_real_2: 0.2258007526397705 (0.21647752821445465) | > loss_disc_real_3: 0.24413801729679108 (0.25652725994586945) | > loss_disc_real_4: 0.18220213055610657 (0.212624063094457) | > loss_disc_real_5: 0.12834417819976807 (0.19645764264795515) | > loss_0: 2.440889596939087 (2.351504855685764) | > loss_gen: 1.9724311828613281 (2.1500737534628973) | > loss_kl: 1.8739334344863892 (2.7335453430811563) | > loss_feat: 10.99675178527832 (7.43354935116238) | > loss_mel: 19.774438858032227 (18.460868411593967) | > loss_duration: 2.1702535152435303 (2.384370353486803) | > loss_1: 36.787811279296875 (33.16240798102485)  --> STEP: 10 | > loss_disc: 2.544438362121582 (2.370798206329346) | > loss_disc_real_0: 0.17573869228363037 (0.08622628599405288) | > loss_disc_real_1: 0.16713878512382507 (0.12455976381897926) | > loss_disc_real_2: 0.265819787979126 (0.2214117541909218) | > loss_disc_real_3: 0.22242160141468048 (0.25311669409275056) | > loss_disc_real_4: 0.20344243943691254 (0.21170590072870255) | > loss_disc_real_5: 0.23221229016780853 (0.20003310739994049) | > loss_0: 2.544438362121582 (2.370798206329346) | > loss_gen: 2.063452959060669 (2.1414116740226747) | > loss_kl: 2.5690817832946777 (2.7170989871025086) | > loss_feat: 5.076935768127441 (7.197887992858886) | > loss_mel: 14.442174911499023 (18.058999061584473) | > loss_duration: 2.3566081523895264 (2.3815941333770754) | > loss_1: 26.50825309753418 (32.49699249267578)  --> STEP: 11 | > loss_disc: 2.43223237991333 (2.376383131200617) | > loss_disc_real_0: 0.076266810297966 (0.08532087911259044) | > loss_disc_real_1: 0.08347637951374054 (0.1208249107003212) | > loss_disc_real_2: 0.1945967972278595 (0.2189740308306434) | > loss_disc_real_3: 0.26200637221336365 (0.2539248466491699) | > loss_disc_real_4: 0.24343037605285645 (0.21458994393998926) | > loss_disc_real_5: 0.2752438485622406 (0.20687044750560413) | > loss_0: 2.43223237991333 (2.376383131200617) | > loss_gen: 2.082873582839966 (2.136090029369701) | > loss_kl: 3.342879056930542 (2.7739880843596025) | > loss_feat: 5.411912441253662 (7.035526579076594) | > loss_mel: 18.07686996459961 (18.060623689131305) | > loss_duration: 2.510636806488037 (2.3933252854780718) | > loss_1: 31.425172805786133 (32.39955433932218)  --> STEP: 12 | > loss_disc: 2.43384051322937 (2.38117124636968) | > loss_disc_real_0: 0.09625707566738129 (0.08623222882548968) | > loss_disc_real_1: 0.11199469119310379 (0.12008905907471974) | > loss_disc_real_2: 0.18389151990413666 (0.2160504882534345) | > loss_disc_real_3: 0.1929469257593155 (0.24884335324168205) | > loss_disc_real_4: 0.23176094889640808 (0.21602086101969084) | > loss_disc_real_5: 0.19924767315387726 (0.2062352163096269) | > loss_0: 2.43384051322937 (2.38117124636968) | > loss_gen: 1.8427823781967163 (2.1116477251052856) | > loss_kl: 2.692594289779663 (2.7672052681446075) | > loss_feat: 5.873488903045654 (6.938690106074016) | > loss_mel: 17.921178817749023 (18.04900328318278) | > loss_duration: 2.3352131843566895 (2.388482610384623) | > loss_1: 30.665258407592773 (32.25502967834473)  --> STEP: 13 | > loss_disc: 2.297511339187622 (2.374735868894137) | > loss_disc_real_0: 0.06885512173175812 (0.08489552827981803) | > loss_disc_real_1: 0.09282489866018295 (0.11799181596590923) | > loss_disc_real_2: 0.2650780975818634 (0.2198218428171598) | > loss_disc_real_3: 0.23085257411003113 (0.24745944715463197) | > loss_disc_real_4: 0.23174305260181427 (0.21723026037216187) | > loss_disc_real_5: 0.1929769217967987 (0.2052153475009478) | > loss_0: 2.297511339187622 (2.374735868894137) | > loss_gen: 2.074657917022705 (2.1088023552527795) | > loss_kl: 2.970763921737671 (2.7828636261133046) | > loss_feat: 6.554032325744629 (6.9091010460486775) | > loss_mel: 15.830333709716797 (17.878336392916164) | > loss_duration: 2.28739333152771 (2.3807065120110145) | > loss_1: 29.717180252075195 (32.05981049170861)  --> STEP: 14 | > loss_disc: 2.1892831325531006 (2.361489244869777) | > loss_disc_real_0: 0.061825089156627655 (0.0832476397710187) | > loss_disc_real_1: 0.09577389061450958 (0.11640482129795211) | > loss_disc_real_2: 0.19383038580417633 (0.21796531017337525) | > loss_disc_real_3: 0.24981160461902618 (0.24762745840208872) | > loss_disc_real_4: 0.19399498403072357 (0.21557059777634485) | > loss_disc_real_5: 0.18653418123722076 (0.20388097848211015) | > loss_0: 2.1892831325531006 (2.361489244869777) | > loss_gen: 2.134310722351074 (2.110624381474086) | > loss_kl: 3.1751811504364014 (2.8108863064220975) | > loss_feat: 7.584965705871582 (6.957377093178885) | > loss_mel: 18.80946159362793 (17.944845335824148) | > loss_duration: 2.45401668548584 (2.385942952973502) | > loss_1: 34.157936096191406 (32.209676606314524)  --> STEP: 15 | > loss_disc: 2.398503541946411 (2.363956864674886) | > loss_disc_real_0: 0.1392727494239807 (0.08698264708121618) | > loss_disc_real_1: 0.09511947631835938 (0.11498579829931259) | > loss_disc_real_2: 0.239990696310997 (0.21943366924921673) | > loss_disc_real_3: 0.2814171612262726 (0.2498801052570343) | > loss_disc_real_4: 0.15486650168895721 (0.21152365803718567) | > loss_disc_real_5: 0.1853513866662979 (0.20264567236105602) | > loss_0: 2.398503541946411 (2.363956864674886) | > loss_gen: 2.0460586547851562 (2.1063199996948243) | > loss_kl: 3.214672327041626 (2.8378053744633993) | > loss_feat: 6.686909198760986 (6.939345900217692) | > loss_mel: 16.684566497802734 (17.86082674662272) | > loss_duration: 2.3411083221435547 (2.382953977584839) | > loss_1: 30.97331428527832 (32.12725245157878)  --> STEP: 16 | > loss_disc: 2.2880399227142334 (2.3592120558023453) | > loss_disc_real_0: 0.09512537717819214 (0.08749156771227717) | > loss_disc_real_1: 0.15925976634025574 (0.11775292130187154) | > loss_disc_real_2: 0.27131882309913635 (0.2226764913648367) | > loss_disc_real_3: 0.29494646191596985 (0.2526967525482178) | > loss_disc_real_4: 0.21233753859996796 (0.21157452557235956) | > loss_disc_real_5: 0.21989786624908447 (0.2037239344790578) | > loss_0: 2.2880399227142334 (2.3592120558023453) | > loss_gen: 2.5646681785583496 (2.1349667608737946) | > loss_kl: 2.9715068340301514 (2.8461617156863213) | > loss_feat: 6.573059558868408 (6.916453003883362) | > loss_mel: 16.82669448852539 (17.796193480491638) | > loss_duration: 2.3606555461883545 (2.3815603256225586) | > loss_1: 31.296585083007812 (32.07533574104309)  --> STEP: 17 | > loss_disc: 2.5776517391204834 (2.372061448938706) | > loss_disc_real_0: 0.0823764055967331 (0.08719067582312752) | > loss_disc_real_1: 0.1273013949394226 (0.11831459622172748) | > loss_disc_real_2: 0.3295833170413971 (0.22896512816934025) | > loss_disc_real_3: 0.2872062623500824 (0.25472672371303334) | > loss_disc_real_4: 0.2703259289264679 (0.2150304904755424) | > loss_disc_real_5: 0.2821447253227234 (0.208336922175744) | > loss_0: 2.5776517391204834 (2.372061448938706) | > loss_gen: 2.160602331161499 (2.1364747355966007) | > loss_kl: 2.307384967803955 (2.814468965810888) | > loss_feat: 5.997082233428955 (6.86237237032722) | > loss_mel: 17.667264938354492 (17.788609448601218) | > loss_duration: 2.4292197227478027 (2.3843638195711025) | > loss_1: 30.561555862426758 (31.986289865830365)  --> STEP: 18 | > loss_disc: 2.265634059906006 (2.3661488162146673) | > loss_disc_real_0: 0.09793803840875626 (0.08778775152232912) | > loss_disc_real_1: 0.121035635471344 (0.1184657650689284) | > loss_disc_real_2: 0.19165417551994324 (0.22689229746659598) | > loss_disc_real_3: 0.19431866705417633 (0.25137072056531906) | > loss_disc_real_4: 0.19850315153598785 (0.2141123049789005) | > loss_disc_real_5: 0.17971739172935486 (0.20674694826205572) | > loss_0: 2.265634059906006 (2.3661488162146673) | > loss_gen: 2.038792371749878 (2.131047937605116) | > loss_kl: 2.679766893386841 (2.8069855173428855) | > loss_feat: 8.16635799407959 (6.934816016091241) | > loss_mel: 17.911190032958984 (17.795419481065537) | > loss_duration: 2.314317226409912 (2.3804723421732583) | > loss_1: 33.11042404174805 (32.04874176449246)  --> STEP: 19 | > loss_disc: 2.7003021240234375 (2.383735832415129) | > loss_disc_real_0: 0.08243228495121002 (0.08750588486069127) | > loss_disc_real_1: 0.15770885348320007 (0.1205311907749427) | > loss_disc_real_2: 0.2608662545681 (0.22868040047193827) | > loss_disc_real_3: 0.2782590985298157 (0.25278589835292414) | > loss_disc_real_4: 0.2369445115327835 (0.2153140000606838) | > loss_disc_real_5: 0.28479623794555664 (0.21085480561381892) | > loss_0: 2.7003021240234375 (2.383735832415129) | > loss_gen: 1.9102582931518555 (2.119427430002313) | > loss_kl: 2.274874210357666 (2.7789796590805054) | > loss_feat: 6.198844909667969 (6.896080694700542) | > loss_mel: 16.67156982421875 (17.736269499126234) | > loss_duration: 2.3242619037628174 (2.3775138980463932) | > loss_1: 29.37980842590332 (31.90827158877724)  --> STEP: 20 | > loss_disc: 2.3278403282165527 (2.3809410572052) | > loss_disc_real_0: 0.11619904637336731 (0.08894054293632507) | > loss_disc_real_1: 0.07989326119422913 (0.11849929429590703) | > loss_disc_real_2: 0.2595300078392029 (0.2302228808403015) | > loss_disc_real_3: 0.22505095601081848 (0.25139915123581885) | > loss_disc_real_4: 0.25917041301727295 (0.21750682070851327) | > loss_disc_real_5: 0.272688627243042 (0.21394649669528007) | > loss_0: 2.3278403282165527 (2.3809410572052) | > loss_gen: 2.213608741760254 (2.12413649559021) | > loss_kl: 1.9968816041946411 (2.7398747563362122) | > loss_feat: 6.0340657234191895 (6.852979946136474) | > loss_mel: 17.28240394592285 (17.713576221466063) | > loss_duration: 2.352721691131592 (2.376274287700653) | > loss_1: 29.879680633544922 (31.806842041015624)  --> STEP: 21 | > loss_disc: 2.433438301086426 (2.383440925961449) | > loss_disc_real_0: 0.12526266276836395 (0.09067016769023169) | > loss_disc_real_1: 0.15052318572998047 (0.12002424150705338) | > loss_disc_real_2: 0.1901409924030304 (0.22831421948614575) | > loss_disc_real_3: 0.2413284033536911 (0.2509195918128604) | > loss_disc_real_4: 0.25611743330955505 (0.21934542130856288) | > loss_disc_real_5: 0.23855037987232208 (0.21511811017990112) | > loss_0: 2.433438301086426 (2.383440925961449) | > loss_gen: 2.0683481693267822 (2.1214799086252847) | > loss_kl: 2.2283620834350586 (2.7155170100075856) | > loss_feat: 4.495687484741211 (6.740727924165272) | > loss_mel: 13.313802719116211 (17.504063197544642) | > loss_duration: 2.184011697769165 (2.367118926275344) | > loss_1: 24.290212631225586 (31.4489073072161)  --> STEP: 22 | > loss_disc: 2.208085298538208 (2.375470215624029) | > loss_disc_real_0: 0.18957972526550293 (0.09516605667092583) | > loss_disc_real_1: 0.10831442475318909 (0.11949197710915045) | > loss_disc_real_2: 0.2257365733385086 (0.22819705375216223) | > loss_disc_real_3: 0.19182899594306946 (0.24823365563696081) | > loss_disc_real_4: 0.18907180428504944 (0.21796934780749408) | > loss_disc_real_5: 0.13345400989055634 (0.21140610562129455) | > loss_0: 2.208085298538208 (2.375470215624029) | > loss_gen: 2.3762969970703125 (2.1330625035546045) | > loss_kl: 2.5224215984344482 (2.70673994584517) | > loss_feat: 10.447339057922363 (6.909210248426958) | > loss_mel: 20.838306427001953 (17.65561970797452) | > loss_duration: 2.197854518890381 (2.359425089576028) | > loss_1: 38.38221740722656 (31.764057766307484)  --> STEP: 23 | > loss_disc: 2.5154151916503906 (2.3815547797990884) | > loss_disc_real_0: 0.1595122367143631 (0.09796371667281441) | > loss_disc_real_1: 0.1450536847114563 (0.12060335570055505) | > loss_disc_real_2: 0.2749280333518982 (0.2302288354738899) | > loss_disc_real_3: 0.2659749388694763 (0.24900501577750497) | > loss_disc_real_4: 0.2598102390766144 (0.219788516993108) | > loss_disc_real_5: 0.17473538219928741 (0.20981172634207684) | > loss_0: 2.5154151916503906 (2.3815547797990884) | > loss_gen: 2.0700247287750244 (2.130321730738101) | > loss_kl: 2.00866961479187 (2.6763890618863306) | > loss_feat: 4.513278484344482 (6.805039302162502) | > loss_mel: 17.31757354736328 (17.64092204881751) | > loss_duration: 2.2930049896240234 (2.356537259143332) | > loss_1: 28.202550888061523 (31.609209641166355)  --> STEP: 24 | > loss_disc: 2.672348737716675 (2.3936711947123213) | > loss_disc_real_0: 0.1436215043067932 (0.09986612449089687) | > loss_disc_real_1: 0.159275621175766 (0.12221470009535551) | > loss_disc_real_2: 0.21115082502365112 (0.2294339183717966) | > loss_disc_real_3: 0.307063490152359 (0.2514241188764572) | > loss_disc_real_4: 0.22994527220726013 (0.220211715127031) | > loss_disc_real_5: 0.23227877914905548 (0.2107478535423676) | > loss_0: 2.672348737716675 (2.3936711947123213) | > loss_gen: 1.9560364484786987 (2.1230598439772925) | > loss_kl: 2.4532053470611572 (2.667089740435282) | > loss_feat: 4.806055068969727 (6.7217482924461365) | > loss_mel: 17.13494300842285 (17.619839588801067) | > loss_duration: 2.398789644241333 (2.358297775189082) | > loss_1: 28.7490291595459 (31.49003545443217)  --> STEP: 25 | > loss_disc: 2.500641345977783 (2.3979500007629397) | > loss_disc_real_0: 0.1079949289560318 (0.10019127666950225) | > loss_disc_real_1: 0.12601937353610992 (0.12236688703298569) | > loss_disc_real_2: 0.19460229575634003 (0.22804065346717833) | > loss_disc_real_3: 0.2923467755317688 (0.2530610251426697) | > loss_disc_real_4: 0.23700542747974396 (0.22088346362113953) | > loss_disc_real_5: 0.1984734833240509 (0.21025687873363494) | > loss_0: 2.500641345977783 (2.3979500007629397) | > loss_gen: 1.928741455078125 (2.1152871084213256) | > loss_kl: 2.879246950149536 (2.675576028823852) | > loss_feat: 5.760562896728516 (6.683300876617432) | > loss_mel: 15.502458572387695 (17.53514434814453) | > loss_duration: 2.3769006729125977 (2.359041891098023) | > loss_1: 28.44791030883789 (31.3683504486084)  --> STEP: 26 | > loss_disc: 2.7446846961975098 (2.411285950587346) | > loss_disc_real_0: 0.04713316261768341 (0.09815057997520153) | > loss_disc_real_1: 0.09927998483181 (0.12147892925601739) | > loss_disc_real_2: 0.2927769124507904 (0.23053050958193266) | > loss_disc_real_3: 0.2505166232585907 (0.2529631635317436) | > loss_disc_real_4: 0.18344014883041382 (0.21944333612918854) | > loss_disc_real_5: 0.25662845373153687 (0.21204040084893888) | > loss_0: 2.7446846961975098 (2.411285950587346) | > loss_gen: 1.7768434286117554 (2.1022700438132653) | > loss_kl: 2.95468807220459 (2.6863111074154187) | > loss_feat: 14.137364387512207 (6.969995627036462) | > loss_mel: 19.772579193115234 (17.62119953448956) | > loss_duration: 2.2893123626708984 (2.356359986158518) | > loss_1: 40.9307861328125 (31.736136436462402) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024558122341449442 (-9.27631671612081e-05) | > avg_loss_disc: 2.411285950587346 (-0.06661583827092077) | > avg_loss_disc_real_0: 0.09815057997520153 (-0.07940245563021074) | > avg_loss_disc_real_1: 0.12147892925601739 (-0.10835623540557349) | > avg_loss_disc_real_2: 0.23053050958193266 (-0.04684999527839512) | > avg_loss_disc_real_3: 0.2529631635317436 (-0.03773486384978658) | > avg_loss_disc_real_4: 0.21944333612918854 (-0.04577449078743273) | > avg_loss_disc_real_5: 0.21204040084893888 (-0.04111016427095121) | > avg_loss_0: 2.411285950587346 (-0.06661583827092077) | > avg_loss_gen: 2.1022700438132653 (-0.5004672637352576) | > avg_loss_kl: 2.6863111074154187 (-0.059550294509301605) | > avg_loss_feat: 6.969995627036462 (+0.42262351512908936) | > avg_loss_mel: 17.62119953448956 (-0.16353555826040278) | > avg_loss_duration: 2.356359986158518 (+0.021988556935236492) | > avg_loss_1: 31.736136436462402 (-0.2789407876821741)  > EPOCH: 508/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:30:30)   --> TIME: 2024-06-11 13:30:34 -- STEP: 9/330 -- GLOBAL_STEP: 255650 | > loss_disc: 2.304293155670166 (2.3561609586079917) | > loss_disc_real_0: 0.10695406794548035 (0.10832852373520534) | > loss_disc_real_1: 0.1956678032875061 (0.20028237832917106) | > loss_disc_real_2: 0.22107143700122833 (0.20589501990212333) | > loss_disc_real_3: 0.24368515610694885 (0.23463551037841374) | > loss_disc_real_4: 0.23827451467514038 (0.23742340008417764) | > loss_disc_real_5: 0.22820322215557098 (0.2323137273391088) | > loss_0: 2.304293155670166 (2.3561609586079917) | > grad_norm_0: tensor(5.4178, device='cuda:0') (tensor(6.6884, device='cuda:0')) | > loss_gen: 2.458604574203491 (2.4674408170912) | > loss_kl: 1.6167136430740356 (1.8680065605375502) | > loss_feat: 6.526106357574463 (6.648819446563721) | > loss_mel: 17.9647216796875 (18.100197050306534) | > loss_duration: 2.101078510284424 (2.150440772374471) | > loss_1: 30.667224884033203 (31.23490439520942) | > grad_norm_1: tensor(46.0851, device='cuda:0') (tensor(64.2309, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3557 (0.37131863170199925) | > loader_time: 0.0028 (0.0032468107011583117)  --> TIME: 2024-06-11 13:30:43 -- STEP: 34/330 -- GLOBAL_STEP: 255675 | > loss_disc: 2.267871379852295 (2.344001791056465) | > loss_disc_real_0: 0.10562777519226074 (0.10605180219692342) | > loss_disc_real_1: 0.18422232568264008 (0.19868094211115556) | > loss_disc_real_2: 0.20256413519382477 (0.2100946280886145) | > loss_disc_real_3: 0.2383733093738556 (0.22896663537796805) | > loss_disc_real_4: 0.22875182330608368 (0.23310180534334743) | > loss_disc_real_5: 0.22476497292518616 (0.22216889919603572) | > loss_0: 2.267871379852295 (2.344001791056465) | > grad_norm_0: tensor(6.5581, device='cuda:0') (tensor(7.1549, device='cuda:0')) | > loss_gen: 2.6085565090179443 (2.488935337347143) | > loss_kl: 1.9953497648239136 (1.856605729636024) | > loss_feat: 8.104218482971191 (6.965995956869686) | > loss_mel: 18.20960235595703 (17.936515920302448) | > loss_duration: 2.0631051063537598 (2.0502117977422833) | > loss_1: 32.980831146240234 (31.298264447380514) | > grad_norm_1: tensor(76.6695, device='cuda:0') (tensor(77.3869, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3513 (0.3654395201626946) | > loader_time: 0.0033 (0.0033739174113554113)  --> TIME: 2024-06-11 13:30:53 -- STEP: 59/330 -- GLOBAL_STEP: 255700 | > loss_disc: 2.3889808654785156 (2.342724133346041) | > loss_disc_real_0: 0.08817838132381439 (0.1079908181297577) | > loss_disc_real_1: 0.19517585635185242 (0.19758728954751612) | > loss_disc_real_2: 0.21372345089912415 (0.2114070568044307) | > loss_disc_real_3: 0.2405044138431549 (0.22707381162603021) | > loss_disc_real_4: 0.2214445322751999 (0.22964878784397902) | > loss_disc_real_5: 0.23744845390319824 (0.22111908283274054) | > loss_0: 2.3889808654785156 (2.342724133346041) | > grad_norm_0: tensor(12.2179, device='cuda:0') (tensor(9.6187, device='cuda:0')) | > loss_gen: 2.4295172691345215 (2.4923691062603965) | > loss_kl: 1.8193868398666382 (1.8640226832890914) | > loss_feat: 6.987569332122803 (7.021903531026032) | > loss_mel: 17.43390464782715 (17.870611708043) | > loss_duration: 1.9731271266937256 (2.0247054120241583) | > loss_1: 30.643505096435547 (31.2736121355477) | > grad_norm_1: tensor(165.5317, device='cuda:0') (tensor(107.5532, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3522 (0.36296842057826156) | > loader_time: 0.0033 (0.003441224663944568)  --> TIME: 2024-06-11 13:31:02 -- STEP: 84/330 -- GLOBAL_STEP: 255725 | > loss_disc: 2.180638313293457 (2.340959327561516) | > loss_disc_real_0: 0.10233726352453232 (0.10971829179851782) | > loss_disc_real_1: 0.20127427577972412 (0.19790776836730184) | > loss_disc_real_2: 0.20104414224624634 (0.21134690071145693) | > loss_disc_real_3: 0.23005399107933044 (0.22915191132397877) | > loss_disc_real_4: 0.19980938732624054 (0.22859834826418332) | > loss_disc_real_5: 0.18825262784957886 (0.2199699025423754) | > loss_0: 2.180638313293457 (2.340959327561516) | > grad_norm_0: tensor(6.6534, device='cuda:0') (tensor(9.1695, device='cuda:0')) | > loss_gen: 2.6742844581604004 (2.4935798928851174) | > loss_kl: 1.9171981811523438 (1.870640564532507) | > loss_feat: 7.518592357635498 (7.070807604562669) | > loss_mel: 17.714197158813477 (17.848184608277833) | > loss_duration: 2.0698633193969727 (2.0159585901669095) | > loss_1: 31.894134521484375 (31.299171061742875) | > grad_norm_1: tensor(74.0482, device='cuda:0') (tensor(97.0953, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3597 (0.36415861617951173) | > loader_time: 0.004 (0.0035952897298903693)  --> TIME: 2024-06-11 13:31:12 -- STEP: 109/330 -- GLOBAL_STEP: 255750 | > loss_disc: 2.338693141937256 (2.3401505684633888) | > loss_disc_real_0: 0.08807947486639023 (0.11030801659056899) | > loss_disc_real_1: 0.19094449281692505 (0.19755603810515973) | > loss_disc_real_2: 0.17384392023086548 (0.21096942143155895) | > loss_disc_real_3: 0.21767792105674744 (0.2287343110239834) | > loss_disc_real_4: 0.21419037878513336 (0.22843413123297035) | > loss_disc_real_5: 0.22214066982269287 (0.21935099062569643) | > loss_0: 2.338693141937256 (2.3401505684633888) | > grad_norm_0: tensor(6.3211, device='cuda:0') (tensor(9.0162, device='cuda:0')) | > loss_gen: 2.4221136569976807 (2.4924987959205556) | > loss_kl: 1.9600803852081299 (1.8699451028753857) | > loss_feat: 7.0227155685424805 (7.061464178452798) | > loss_mel: 18.2612361907959 (17.856350697508674) | > loss_duration: 1.9678301811218262 (2.0161569173182903) | > loss_1: 31.633975982666016 (31.29641553896283) | > grad_norm_1: tensor(101.4983, device='cuda:0') (tensor(91.6235, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.391 (0.36708241208977654) | > loader_time: 0.0042 (0.0036690147644882903)  --> TIME: 2024-06-11 13:31:21 -- STEP: 134/330 -- GLOBAL_STEP: 255775 | > loss_disc: 2.328599214553833 (2.33982029423785) | > loss_disc_real_0: 0.11760001629590988 (0.11040273481118146) | > loss_disc_real_1: 0.15630996227264404 (0.19689261123760424) | > loss_disc_real_2: 0.1918615847826004 (0.21145072568263582) | > loss_disc_real_3: 0.20483049750328064 (0.22851488839334516) | > loss_disc_real_4: 0.23004691302776337 (0.22901806813567432) | > loss_disc_real_5: 0.1921510100364685 (0.21997126447620677) | > loss_0: 2.328599214553833 (2.33982029423785) | > grad_norm_0: tensor(15.6907, device='cuda:0') (tensor(9.1559, device='cuda:0')) | > loss_gen: 2.523451566696167 (2.491702650909993) | > loss_kl: 1.869025468826294 (1.8752604838627487) | > loss_feat: 7.759152889251709 (7.071198406504162) | > loss_mel: 18.16458511352539 (17.87582642284794) | > loss_duration: 2.0281567573547363 (2.019796716633127) | > loss_1: 32.3443717956543 (31.33378457311374) | > grad_norm_1: tensor(96.3437, device='cuda:0') (tensor(94.0511, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3674 (0.3699509581523155) | > loader_time: 0.0039 (0.0037758065693414035)  --> TIME: 2024-06-11 13:31:31 -- STEP: 159/330 -- GLOBAL_STEP: 255800 | > loss_disc: 2.28096342086792 (2.34458178244297) | > loss_disc_real_0: 0.12686440348625183 (0.11299921084874831) | > loss_disc_real_1: 0.18465906381607056 (0.19760706214784826) | > loss_disc_real_2: 0.1951555460691452 (0.21213116398397483) | > loss_disc_real_3: 0.21698328852653503 (0.22861355243239012) | > loss_disc_real_4: 0.21428558230400085 (0.22917892957258523) | > loss_disc_real_5: 0.19979813694953918 (0.21992791898595462) | > loss_0: 2.28096342086792 (2.34458178244297) | > grad_norm_0: tensor(5.2335, device='cuda:0') (tensor(10.0607, device='cuda:0')) | > loss_gen: 2.4160399436950684 (2.486215880831832) | > loss_kl: 2.019379138946533 (1.883122037791606) | > loss_feat: 7.091055870056152 (7.0595498924735205) | > loss_mel: 17.433650970458984 (17.869354583932182) | > loss_duration: 2.0424585342407227 (2.0229161355480456) | > loss_1: 31.002586364746094 (31.321158439108412) | > grad_norm_1: tensor(46.8927, device='cuda:0') (tensor(104.6799, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3589 (0.3717416922251383) | > loader_time: 0.0041 (0.0038717872691604325)  --> TIME: 2024-06-11 13:31:41 -- STEP: 184/330 -- GLOBAL_STEP: 255825 | > loss_disc: 2.4548773765563965 (2.3498097995053184) | > loss_disc_real_0: 0.11417925357818604 (0.11443811189383268) | > loss_disc_real_1: 0.20690400898456573 (0.19828268002880656) | > loss_disc_real_2: 0.2342509776353836 (0.21225391652273096) | > loss_disc_real_3: 0.2478083372116089 (0.2287390743098829) | > loss_disc_real_4: 0.24581190943717957 (0.22967189671876637) | > loss_disc_real_5: 0.27650654315948486 (0.22064193111398947) | > loss_0: 2.4548773765563965 (2.3498097995053184) | > grad_norm_0: tensor(45.1072, device='cuda:0') (tensor(12.1058, device='cuda:0')) | > loss_gen: 2.381617784500122 (2.4850003447221667) | > loss_kl: 1.9318554401397705 (1.8922457066567049) | > loss_feat: 6.864773750305176 (7.043315654215605) | > loss_mel: 17.401569366455078 (17.84749218691952) | > loss_duration: 2.054476261138916 (2.029024606165678) | > loss_1: 30.634292602539062 (31.29707840214605) | > grad_norm_1: tensor(315.2583, device='cuda:0') (tensor(123.9062, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3714 (0.37321224419966975) | > loader_time: 0.0046 (0.003957846890325132)  --> TIME: 2024-06-11 13:31:51 -- STEP: 209/330 -- GLOBAL_STEP: 255850 | > loss_disc: 2.3995237350463867 (2.3517018151625506) | > loss_disc_real_0: 0.16378982365131378 (0.11590166867634896) | > loss_disc_real_1: 0.19924086332321167 (0.19809140564437117) | > loss_disc_real_2: 0.2411700338125229 (0.212547172698678) | > loss_disc_real_3: 0.22618789970874786 (0.2287414751982575) | > loss_disc_real_4: 0.21816600859165192 (0.22850521764401613) | > loss_disc_real_5: 0.20974820852279663 (0.22034455358126517) | > loss_0: 2.3995237350463867 (2.3517018151625506) | > grad_norm_0: tensor(75.3797, device='cuda:0') (tensor(16.0134, device='cuda:0')) | > loss_gen: 2.5664567947387695 (2.492800716007725) | > loss_kl: 1.868348479270935 (1.898446664855811) | > loss_feat: 6.711584091186523 (7.06644644121234) | > loss_mel: 17.96481704711914 (17.834837242747046) | > loss_duration: 2.1122050285339355 (2.036366080553336) | > loss_1: 31.223411560058594 (31.328897038144927) | > grad_norm_1: tensor(355.8680, device='cuda:0') (tensor(155.6775, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.3937 (0.37553645663284213) | > loader_time: 0.0053 (0.0040975039085132635)  --> TIME: 2024-06-11 13:32:01 -- STEP: 234/330 -- GLOBAL_STEP: 255875 | > loss_disc: 2.2325711250305176 (2.3501306313734798) | > loss_disc_real_0: 0.08673126250505447 (0.11671595810315548) | > loss_disc_real_1: 0.21696467697620392 (0.19812617864873674) | > loss_disc_real_2: 0.1782091110944748 (0.2126021318965488) | > loss_disc_real_3: 0.19791914522647858 (0.22840082256967187) | > loss_disc_real_4: 0.20722152292728424 (0.22750588703868735) | > loss_disc_real_5: 0.2197626680135727 (0.22047474356288585) | > loss_0: 2.2325711250305176 (2.3501306313734798) | > grad_norm_0: tensor(55.9371, device='cuda:0') (tensor(18.8427, device='cuda:0')) | > loss_gen: 2.565537452697754 (2.496632063490712) | > loss_kl: 1.815536618232727 (1.9023824385088732) | > loss_feat: 7.708353519439697 (7.087249187322763) | > loss_mel: 17.508451461791992 (17.801767251430423) | > loss_duration: 2.1089413166046143 (2.044522000174235) | > loss_1: 31.706819534301758 (31.332552812038323) | > grad_norm_1: tensor(531.6116, device='cuda:0') (tensor(181.4279, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.4126 (0.37881757866623045) | > loader_time: 0.0052 (0.004241000892769575)  --> TIME: 2024-06-11 13:32:12 -- STEP: 259/330 -- GLOBAL_STEP: 255900 | > loss_disc: 2.3112685680389404 (2.3520322803364766) | > loss_disc_real_0: 0.10885095596313477 (0.11752577905604278) | > loss_disc_real_1: 0.22996996343135834 (0.1987284358058657) | > loss_disc_real_2: 0.2210347056388855 (0.21294929771809964) | > loss_disc_real_3: 0.2370976060628891 (0.22894233171774153) | > loss_disc_real_4: 0.22846302390098572 (0.22777623875951214) | > loss_disc_real_5: 0.23818573355674744 (0.220568919504011) | > loss_0: 2.3112685680389404 (2.3520322803364766) | > grad_norm_0: tensor(31.5775, device='cuda:0') (tensor(20.3880, device='cuda:0')) | > loss_gen: 2.4570298194885254 (2.499266386032104) | > loss_kl: 2.094961643218994 (1.9051069490697854) | > loss_feat: 6.866145133972168 (7.114077893923609) | > loss_mel: 16.988849639892578 (17.777391279065938) | > loss_duration: 2.1460366249084473 (2.0520609235211205) | > loss_1: 30.553022384643555 (31.347903343701454) | > grad_norm_1: tensor(371.1906, device='cuda:0') (tensor(202.2309, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.4228 (0.3836634757435919) | > loader_time: 0.0055 (0.0043929120288392276)  --> TIME: 2024-06-11 13:32:24 -- STEP: 284/330 -- GLOBAL_STEP: 255925 | > loss_disc: 2.4632694721221924 (2.3538932338566854) | > loss_disc_real_0: 0.1187821626663208 (0.11856976096374049) | > loss_disc_real_1: 0.2168113738298416 (0.19847835311797307) | > loss_disc_real_2: 0.23299697041511536 (0.213254931212311) | > loss_disc_real_3: 0.2317788004875183 (0.22878385078109487) | > loss_disc_real_4: 0.2192239761352539 (0.2277741893391374) | > loss_disc_real_5: 0.23155425488948822 (0.2205472468385394) | > loss_0: 2.4632694721221924 (2.3538932338566854) | > grad_norm_0: tensor(71.1095, device='cuda:0') (tensor(22.7236, device='cuda:0')) | > loss_gen: 2.33767032623291 (2.5009675613591367) | > loss_kl: 1.9405286312103271 (1.9136427452026958) | > loss_feat: 6.810464859008789 (7.126820755676485) | > loss_mel: 17.616050720214844 (17.729681350815465) | > loss_duration: 2.168534517288208 (2.0614039881128634) | > loss_1: 30.87325096130371 (31.332516347858267) | > grad_norm_1: tensor(414.8979, device='cuda:0') (tensor(218.5701, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.4451 (0.38857185085054846) | > loader_time: 0.0068 (0.004550546827450603)  --> TIME: 2024-06-11 13:32:36 -- STEP: 309/330 -- GLOBAL_STEP: 255950 | > loss_disc: 2.4996893405914307 (2.3554209976134555) | > loss_disc_real_0: 0.21360771358013153 (0.11982631884684068) | > loss_disc_real_1: 0.24333688616752625 (0.1988969722515557) | > loss_disc_real_2: 0.23504769802093506 (0.2132002622564247) | > loss_disc_real_3: 0.23976705968379974 (0.22863638357630053) | > loss_disc_real_4: 0.25577065348625183 (0.22758075971047856) | > loss_disc_real_5: 0.2104102373123169 (0.22018259430973275) | > loss_0: 2.4996893405914307 (2.3554209976134555) | > grad_norm_0: tensor(60.2822, device='cuda:0') (tensor(25.0025, device='cuda:0')) | > loss_gen: 2.563032865524292 (2.504934260760308) | > loss_kl: 1.9460889101028442 (1.9184419850315477) | > loss_feat: 6.6985931396484375 (7.149653623019222) | > loss_mel: 16.396072387695312 (17.674087854650804) | > loss_duration: 2.2339048385620117 (2.0727815041650044) | > loss_1: 29.837692260742188 (31.319899167057766) | > grad_norm_1: tensor(551.6961, device='cuda:0') (tensor(238.4465, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.4926 (0.39559730279792854) | > loader_time: 0.0073 (0.004745305163189043)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3639674186706543 (2.3639674186706543) | > loss_disc_real_0: 0.08412693440914154 (0.08412693440914154) | > loss_disc_real_1: 0.20941391587257385 (0.20941391587257385) | > loss_disc_real_2: 0.24859605729579926 (0.24859605729579926) | > loss_disc_real_3: 0.2725622355937958 (0.2725622355937958) | > loss_disc_real_4: 0.23221909999847412 (0.23221909999847412) | > loss_disc_real_5: 0.20627212524414062 (0.20627212524414062) | > loss_0: 2.3639674186706543 (2.3639674186706543) | > loss_gen: 2.331420421600342 (2.331420421600342) | > loss_kl: 2.9086644649505615 (2.9086644649505615) | > loss_feat: 5.789734363555908 (5.789734363555908) | > loss_mel: 14.912300109863281 (14.912300109863281) | > loss_duration: 2.9920756816864014 (2.9920756816864014) | > loss_1: 28.934194564819336 (28.934194564819336)  --> STEP: 1 | > loss_disc: 2.2881317138671875 (2.2881317138671875) | > loss_disc_real_0: 0.1091490387916565 (0.1091490387916565) | > loss_disc_real_1: 0.181996151804924 (0.181996151804924) | > loss_disc_real_2: 0.20355543494224548 (0.20355543494224548) | > loss_disc_real_3: 0.19969633221626282 (0.19969633221626282) | > loss_disc_real_4: 0.23138479888439178 (0.23138479888439178) | > loss_disc_real_5: 0.19401070475578308 (0.19401070475578308) | > loss_0: 2.2881317138671875 (2.2881317138671875) | > loss_gen: 2.1925292015075684 (2.1925292015075684) | > loss_kl: 2.6722798347473145 (2.6722798347473145) | > loss_feat: 5.451286315917969 (5.451286315917969) | > loss_mel: 16.81967544555664 (16.81967544555664) | > loss_duration: 2.397249698638916 (2.397249698638916) | > loss_1: 29.53302001953125 (29.53302001953125)  --> STEP: 2 | > loss_disc: 2.3263416290283203 (2.307236671447754) | > loss_disc_real_0: 0.055113535374403 (0.08213128708302975) | > loss_disc_real_1: 0.19341111183166504 (0.18770363181829453) | > loss_disc_real_2: 0.2143653929233551 (0.2089604139328003) | > loss_disc_real_3: 0.26155561208724976 (0.2306259721517563) | > loss_disc_real_4: 0.21993087232112885 (0.22565783560276031) | > loss_disc_real_5: 0.175778329372406 (0.18489451706409454) | > loss_0: 2.3263416290283203 (2.307236671447754) | > loss_gen: 2.216402292251587 (2.2044657468795776) | > loss_kl: 2.7224318981170654 (2.69735586643219) | > loss_feat: 5.9796833992004395 (5.715484857559204) | > loss_mel: 18.671566009521484 (17.745620727539062) | > loss_duration: 2.3737564086914062 (2.385503053665161) | > loss_1: 31.963838577270508 (30.74842929840088)  --> STEP: 3 | > loss_disc: 2.257897138595581 (2.2907901604970298) | > loss_disc_real_0: 0.10423710197210312 (0.0894998920460542) | > loss_disc_real_1: 0.1532994955778122 (0.17623558640480042) | > loss_disc_real_2: 0.1840311735868454 (0.20065066715081534) | > loss_disc_real_3: 0.2629130482673645 (0.24138833085695902) | > loss_disc_real_4: 0.26196980476379395 (0.23776182532310486) | > loss_disc_real_5: 0.23100832104682922 (0.20026578505833945) | > loss_0: 2.257897138595581 (2.2907901604970298) | > loss_gen: 2.503237724304199 (2.304056406021118) | > loss_kl: 3.674147605895996 (3.0229531129201255) | > loss_feat: 7.566224098205566 (6.332397937774658) | > loss_mel: 17.348472595214844 (17.613238016764324) | > loss_duration: 2.4295237064361572 (2.4001766045888266) | > loss_1: 33.5216064453125 (31.672821680704754)  --> STEP: 4 | > loss_disc: 2.227924346923828 (2.2750737071037292) | > loss_disc_real_0: 0.08993612229824066 (0.08960894960910082) | > loss_disc_real_1: 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loss_disc_real_4: 0.21171700954437256 (0.22757099568843842) | > loss_disc_real_5: 0.18365320563316345 (0.18739730715751649) | > loss_0: 2.194204807281494 (2.2588999271392822) | > loss_gen: 2.3440723419189453 (2.3007339000701905) | > loss_kl: 2.365166664123535 (2.8894217014312744) | > loss_feat: 6.079864501953125 (6.521763038635254) | > loss_mel: 16.622695922851562 (17.588932037353516) | > loss_duration: 2.3578357696533203 (2.375236082077026) | > loss_1: 29.769634246826172 (31.676086044311525)  --> STEP: 6 | > loss_disc: 2.6827800273895264 (2.3295466105143228) | > loss_disc_real_0: 0.14521822333335876 (0.09998603475590546) | > loss_disc_real_1: 0.27537909150123596 (0.17589965959390005) | > loss_disc_real_2: 0.2889213562011719 (0.21934548517068228) | > loss_disc_real_3: 0.29453128576278687 (0.25375333180030185) | > loss_disc_real_4: 0.24079518020153046 (0.22977502644062042) | > loss_disc_real_5: 0.1620723158121109 (0.18317647526661554) | > loss_0: 2.6827800273895264 (2.3295466105143228) | > loss_gen: 2.0140347480773926 (2.2529507080713906) | > loss_kl: 2.2527401447296143 (2.7833081086476645) | > loss_feat: 5.0585856437683105 (6.277900139490764) | > loss_mel: 16.487346649169922 (17.40533447265625) | > loss_duration: 2.179476499557495 (2.342609484990438) | > loss_1: 27.9921817779541 (31.06210199991862)  --> STEP: 7 | > loss_disc: 2.272463083267212 (2.3213918209075928) | > loss_disc_real_0: 0.1130831390619278 (0.1018570496567658) | > loss_disc_real_1: 0.18458016216754913 (0.17713973139013564) | > loss_disc_real_2: 0.18177971243858337 (0.21397894620895386) | > loss_disc_real_3: 0.2573438882827759 (0.2542662684406553) | > loss_disc_real_4: 0.23808133602142334 (0.23096164209502085) | > loss_disc_real_5: 0.1759674847126007 (0.18214661947318486) | > loss_0: 2.272463083267212 (2.3213918209075928) | > loss_gen: 2.4175972938537598 (2.2764716488974437) | > loss_kl: 3.987448215484619 (2.9553281239100864) | > loss_feat: 7.0307111740112305 (6.385444572993687) | > loss_mel: 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2.432262659072876 (2.349315775765313) | > loss_disc_real_0: 0.18107354640960693 (0.12474492564797401) | > loss_disc_real_1: 0.1576649248600006 (0.17670224772559273) | > loss_disc_real_2: 0.20581118762493134 (0.21313782533009848) | > loss_disc_real_3: 0.2705787420272827 (0.25261904795964557) | > loss_disc_real_4: 0.26559892296791077 (0.23431216014756096) | > loss_disc_real_5: 0.2465902715921402 (0.19222096436553532) | > loss_0: 2.432262659072876 (2.349315775765313) | > loss_gen: 2.5416359901428223 (2.330620368321737) | > loss_kl: 2.6102569103240967 (2.8822400040096707) | > loss_feat: 9.689509391784668 (6.875848452250163) | > loss_mel: 18.371158599853516 (17.642204920450848) | > loss_duration: 2.160031795501709 (2.335593197080824) | > loss_1: 35.37259292602539 (32.06650627983941)  --> STEP: 10 | > loss_disc: 2.472073793411255 (2.3615915775299072) | > loss_disc_real_0: 0.1516682207584381 (0.12743725515902043) | > loss_disc_real_1: 0.21321210265159607 (0.18035323321819305) | > loss_disc_real_2: 0.2552003264427185 (0.21734407544136047) | > loss_disc_real_3: 0.23881982266902924 (0.25123912543058396) | > loss_disc_real_4: 0.21303951740264893 (0.23218489587306976) | > loss_disc_real_5: 0.18823689222335815 (0.1918225571513176) | > loss_0: 2.472073793411255 (2.3615915775299072) | > loss_gen: 2.124732494354248 (2.3100315809249876) | > loss_kl: 2.6967811584472656 (2.86369411945343) | > loss_feat: 4.341004371643066 (6.622364044189453) | > loss_mel: 13.834427833557129 (17.261427211761475) | > loss_duration: 2.3122506141662598 (2.333258938789368) | > loss_1: 25.30919647216797 (31.390775299072267)  --> STEP: 11 | > loss_disc: 2.4162333011627197 (2.366559006951072) | > loss_disc_real_0: 0.11547298729419708 (0.12634959444403648) | > loss_disc_real_1: 0.24305354058742523 (0.18605326116085052) | > loss_disc_real_2: 0.20698896050453186 (0.21640270135619424) | > loss_disc_real_3: 0.22735324501991272 (0.24906768175688657) | > loss_disc_real_4: 0.2774486839771271 (0.23629978570071133) | > loss_disc_real_5: 0.24613279104232788 (0.19675985114140945) | > loss_0: 2.4162333011627197 (2.366559006951072) | > loss_gen: 2.302795886993408 (2.3093737905675713) | > loss_kl: 3.8262457847595215 (2.9511988162994385) | > loss_feat: 4.927762985229492 (6.46830940246582) | > loss_mel: 16.90994644165039 (17.22947441447865) | > loss_duration: 2.424328327178955 (2.341537974097512) | > loss_1: 30.39107894897461 (31.29989381269975)  --> STEP: 12 | > loss_disc: 2.2002007961273193 (2.352695822715759) | > loss_disc_real_0: 0.07151901721954346 (0.12178037967532873) | > loss_disc_real_1: 0.23706747591495514 (0.19030444572369257) | > loss_disc_real_2: 0.18029987812042236 (0.21339413275321326) | > loss_disc_real_3: 0.2805253863334656 (0.25168915713826817) | > loss_disc_real_4: 0.20012544095516205 (0.23328525697191557) | > loss_disc_real_5: 0.17998963594436646 (0.19536233320832253) | > loss_0: 2.2002007961273193 (2.352695822715759) | > loss_gen: 2.4180188179016113 (2.318427542845408) | > loss_kl: 2.354332685470581 (2.9014599720637) | > loss_feat: 5.941956996917725 (6.424446702003479) | > loss_mel: 18.744155883789062 (17.355697870254517) | > loss_duration: 2.2652230262756348 (2.3351783951123557) | > loss_1: 31.72368621826172 (31.335209846496582)  --> STEP: 13 | > loss_disc: 2.3344812393188477 (2.351294700915996) | > loss_disc_real_0: 0.13926228880882263 (0.12312514191636673) | > loss_disc_real_1: 0.2597440183162689 (0.1956459513077369) | > loss_disc_real_2: 0.14194075763225555 (0.20789771928237036) | > loss_disc_real_3: 0.24426569044589996 (0.25111812123885524) | > loss_disc_real_4: 0.24342383444309235 (0.23406514754662147) | > loss_disc_real_5: 0.2027667909860611 (0.19593190688353318) | > loss_0: 2.3344812393188477 (2.351294700915996) | > loss_gen: 2.3974874019622803 (2.324509070469783) | > loss_kl: 3.259532928466797 (2.929004045633169) | > loss_feat: 6.182889938354492 (6.405865412492019) | > loss_mel: 17.284618377685547 (17.35023021697998) | > loss_duration: 2.269118309020996 (2.3300968500284047) | > loss_1: 31.393646240234375 (31.33970495370718)  --> STEP: 14 | > loss_disc: 2.2141785621643066 (2.341500691005161) | > loss_disc_real_0: 0.14256227016448975 (0.12451350821980409) | > loss_disc_real_1: 0.09727650135755539 (0.18861956202558108) | > loss_disc_real_2: 0.1652429699897766 (0.20485095147575652) | > loss_disc_real_3: 0.21840836107730865 (0.24878170979874478) | > loss_disc_real_4: 0.22361686825752258 (0.23331884188311441) | > loss_disc_real_5: 0.21699663996696472 (0.19743653067520686) | > loss_0: 2.2141785621643066 (2.341500691005161) | > loss_gen: 2.281987428665161 (2.3214718103408813) | > loss_kl: 3.2883107662200928 (2.954668811389378) | > loss_feat: 6.865362167358398 (6.4386866092681885) | > loss_mel: 19.10753059387207 (17.475751672472274) | > loss_duration: 2.345602512359619 (2.3312043973377774) | > loss_1: 33.8887939453125 (31.521782738821848)  --> STEP: 15 | > loss_disc: 2.24662709236145 (2.3351757844289134) | > loss_disc_real_0: 0.16009294986724854 (0.12688547099630038) | > loss_disc_real_1: 0.2073742300271988 (0.18986987322568893) | > loss_disc_real_2: 0.14439213275909424 (0.20082036356131236) | > loss_disc_real_3: 0.2428644895553589 (0.24838722844918573) | > loss_disc_real_4: 0.17335417866706848 (0.22932119766871134) | > loss_disc_real_5: 0.18022942543029785 (0.19628939032554626) | > loss_0: 2.24662709236145 (2.3351757844289134) | > loss_gen: 2.3895490169525146 (2.326010290781657) | > loss_kl: 3.4543261528015137 (2.987979300816854) | > loss_feat: 9.395025253295898 (6.635775852203369) | > loss_mel: 19.166833877563477 (17.58849048614502) | > loss_duration: 2.3155035972595215 (2.33015767733256) | > loss_1: 36.72123718261719 (31.86841303507487)  --> STEP: 16 | > loss_disc: 2.5122673511505127 (2.3462440073490134) | > loss_disc_real_0: 0.13363265991210938 (0.12730717030353844) | > loss_disc_real_1: 0.1825273633003235 (0.1894109663553536) | > loss_disc_real_2: 0.2385386973619461 (0.20317775942385197) | > loss_disc_real_3: 0.2803506553173065 (0.25038494262844324) | > loss_disc_real_4: 0.2605988085269928 (0.23127604834735394) | > loss_disc_real_5: 0.2426663041114807 (0.19918794743716717) | > loss_0: 2.5122673511505127 (2.3462440073490134) | > loss_gen: 2.2675201892852783 (2.3223546594381332) | > loss_kl: 2.7864725589752197 (2.9753851294517517) | > loss_feat: 7.119959831237793 (6.666037350893021) | > loss_mel: 16.171064376831055 (17.499901354312897) | > loss_duration: 2.388716697692871 (2.3338176161050797) | > loss_1: 30.733734130859375 (31.7974956035614)  --> STEP: 17 | > loss_disc: 2.1359477043151855 (2.3338736365823176) | > loss_disc_real_0: 0.07692412286996841 (0.1243434616309755) | > loss_disc_real_1: 0.12923508882522583 (0.18587120885358138) | > loss_disc_real_2: 0.16945889592170715 (0.20119429686490228) | > loss_disc_real_3: 0.2329920530319214 (0.24936183147570667) | > loss_disc_real_4: 0.1996065378189087 (0.22941313596332774) | > loss_disc_real_5: 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(2.962691797150506) | > loss_feat: 9.488486289978027 (6.830821514129639) | > loss_mel: 19.57321548461914 (17.67255883746677) | > loss_duration: 2.255366563796997 (2.3339186906814575) | > loss_1: 37.25782012939453 (32.13149536980523)  --> STEP: 19 | > loss_disc: 2.477858066558838 (2.3272907984884155) | > loss_disc_real_0: 0.15737052261829376 (0.12517119846061656) | > loss_disc_real_1: 0.16174429655075073 (0.1806142820339454) | > loss_disc_real_2: 0.20026329159736633 (0.1998906151244515) | > loss_disc_real_3: 0.24357634782791138 (0.24475043541506716) | > loss_disc_real_4: 0.19804179668426514 (0.22456475935484232) | > loss_disc_real_5: 0.17795954644680023 (0.19940961426810214) | > loss_0: 2.477858066558838 (2.3272907984884155) | > loss_gen: 1.9657163619995117 (2.3122530359970894) | > loss_kl: 2.0978848934173584 (2.9171756443224455) | > loss_feat: 5.087492942810059 (6.739067378797029) | > loss_mel: 16.407922744750977 (17.605999043113307) | > loss_duration: 2.285198926925659 (2.331354492589047) | > loss_1: 27.844215393066406 (31.90584905524003)  --> STEP: 20 | > loss_disc: 2.548768997192383 (2.338364708423614) | > loss_disc_real_0: 0.16167083382606506 (0.12699618022888898) | > loss_disc_real_1: 0.23917819559574127 (0.1835424777120352) | > loss_disc_real_2: 0.2727575898170471 (0.20353396385908126) | > loss_disc_real_3: 0.3045367896556854 (0.2477397531270981) | > loss_disc_real_4: 0.2682269513607025 (0.22674786895513535) | > loss_disc_real_5: 0.19768063724040985 (0.19932316541671752) | > loss_0: 2.548768997192383 (2.338364708423614) | > loss_gen: 2.3821794986724854 (2.3157493591308596) | > loss_kl: 2.4050161838531494 (2.8915676712989806) | > loss_feat: 6.253246307373047 (6.71477632522583) | > loss_mel: 16.326335906982422 (17.542015886306764) | > loss_duration: 2.360652208328247 (2.332819378376007) | > loss_1: 29.72743034362793 (31.796928119659423)  --> STEP: 21 | > loss_disc: 2.513155698776245 (2.346688088916596) | > loss_disc_real_0: 0.08009520918130875 (0.1247628006551947) | > loss_disc_real_1: 0.22886495292186737 (0.18570069081726528) | > loss_disc_real_2: 0.223806232213974 (0.204499309971219) | > loss_disc_real_3: 0.2598256766796112 (0.24831527329626538) | > loss_disc_real_4: 0.232219398021698 (0.227008417958305) | > loss_disc_real_5: 0.200995072722435 (0.19940278005032314) | > loss_0: 2.513155698776245 (2.346688088916596) | > loss_gen: 2.073092222213745 (2.3041942573729015) | > loss_kl: 3.1008412837982178 (2.901533081417992) | > loss_feat: 5.971560955047607 (6.679385117122105) | > loss_mel: 17.31467056274414 (17.531189918518066) | > loss_duration: 2.1143336296081543 (2.3224152951013473) | > loss_1: 30.574499130249023 (31.738717215401785)  --> STEP: 22 | > loss_disc: 2.228473663330078 (2.3413147059353907) | > loss_disc_real_0: 0.12924586236476898 (0.12496657618744807) | > loss_disc_real_1: 0.18070751428604126 (0.1854737282476642) | > loss_disc_real_2: 0.19797547161579132 (0.20420277186415411) | > loss_disc_real_3: 0.25807467103004456 (0.24875888228416443) | > loss_disc_real_4: 0.27820298075675964 (0.22933544354005295) | > loss_disc_real_5: 0.2617802023887634 (0.20223811742934314) | > loss_0: 2.228473663330078 (2.3413147059353907) | > loss_gen: 2.723897933959961 (2.323271697217768) | > loss_kl: 2.133650779724121 (2.8666293404319068) | > loss_feat: 7.590932846069336 (6.7208191048015244) | > loss_mel: 19.03521156311035 (17.599554538726807) | > loss_duration: 2.183326244354248 (2.3160930655219336) | > loss_1: 33.66701889038086 (31.8263672915372)  --> STEP: 23 | > loss_disc: 2.477186918258667 (2.347222193427707) | > loss_disc_real_0: 0.1604650765657425 (0.12650998924737392) | > loss_disc_real_1: 0.17010608315467834 (0.18480556976536047) | > loss_disc_real_2: 0.20365318655967712 (0.20417887685091599) | > loss_disc_real_3: 0.2679787278175354 (0.24959452774213708) | > loss_disc_real_4: 0.24160164594650269 (0.22986875668815945) | > loss_disc_real_5: 0.1778663694858551 (0.20117847621440887) | > loss_0: 2.477186918258667 (2.347222193427707) | > loss_gen: 2.231942892074585 (2.3193008796028467) | > loss_kl: 2.5319714546203613 (2.8520789975705356) | > loss_feat: 5.562766075134277 (6.670468973076862) | > loss_mel: 17.14340591430664 (17.579721989838973) | > loss_duration: 2.2849788665771484 (2.3147402742634644) | > loss_1: 29.75506591796875 (31.7363107100777)  --> STEP: 24 | > loss_disc: 2.1983578205108643 (2.341019511222839) | > loss_disc_real_0: 0.15812957286834717 (0.1278274718982478) | > loss_disc_real_1: 0.1830388605594635 (0.18473195688178143) | > loss_disc_real_2: 0.17982281744480133 (0.20316404104232788) | > loss_disc_real_3: 0.21116457879543304 (0.24799327986935774) | > loss_disc_real_4: 0.1755290925502777 (0.2276046040157477) | > loss_disc_real_5: 0.1748356819152832 (0.20008085978527865) | > loss_0: 2.1983578205108643 (2.341019511222839) | > loss_gen: 2.5170626640319824 (2.3275409539540606) | > loss_kl: 2.6154234409332275 (2.842218349377314) | > loss_feat: 8.040963172912598 (6.727572898070018) | > loss_mel: 16.408336639404297 (17.530914266904194) | > loss_duration: 2.458482503890991 (2.320729533831278) | > loss_1: 32.04026794433594 (31.74897559483846)  --> STEP: 25 | > loss_disc: 2.549393892288208 (2.3493544864654536) | > loss_disc_real_0: 0.117278553545475 (0.1274055151641369) | > loss_disc_real_1: 0.22028954327106476 (0.18615426033735274) | > loss_disc_real_2: 0.207297682762146 (0.2033293867111206) | > loss_disc_real_3: 0.34382086992263794 (0.25182638347148895) | > loss_disc_real_4: 0.23931273818016052 (0.2280729293823242) | > loss_disc_real_5: 0.2816302478313446 (0.20334283530712127) | > loss_0: 2.549393892288208 (2.3493544864654536) | > loss_gen: 2.2743642330169678 (2.3254138851165767) | > loss_kl: 2.6433095932006836 (2.834261999130249) | > loss_feat: 4.914496898651123 (6.655049858093261) | > loss_mel: 16.431652069091797 (17.486943778991698) | > loss_duration: 2.3394975662231445 (2.3214802551269527) | > loss_1: 28.603321075439453 (31.6231494140625)  --> STEP: 26 | > loss_disc: 2.9236419200897217 (2.3714424646817713) | > loss_disc_real_0: 0.28649741411209106 (0.1335244343544428) | > loss_disc_real_1: 0.21348004043102264 (0.18720525187941697) | > loss_disc_real_2: 0.220760315656662 (0.2039998070551799) | > loss_disc_real_3: 0.25967150926589966 (0.25212811907896626) | > loss_disc_real_4: 0.3336837887763977 (0.2321348855128655) | > loss_disc_real_5: 0.23035648465156555 (0.20438182182036913) | > loss_0: 2.9236419200897217 (2.3714424646817713) | > loss_gen: 1.8764102458953857 (2.3081445143773) | > loss_kl: 2.550274610519409 (2.8233394072606015) | > loss_feat: 8.2811918258667 (6.717593779930701) | > loss_mel: 18.437681198120117 (17.52351060280433) | > loss_duration: 2.2946319580078125 (2.3204476283146778) | > loss_1: 33.440189361572266 (31.693035565889797) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023702474740835335 (-8.556476006141072e-05) | > avg_loss_disc: 2.3714424646817713 (-0.03984348590557474) | > avg_loss_disc_real_0: 0.1335244343544428 (+0.035373854379241274) | > avg_loss_disc_real_1: 0.18720525187941697 (+0.06572632262339959) | > avg_loss_disc_real_2: 0.2039998070551799 (-0.02653070252675277) | > avg_loss_disc_real_3: 0.25212811907896626 (-0.0008350444527773226) | > avg_loss_disc_real_4: 0.2321348855128655 (+0.012691549383676975) | > avg_loss_disc_real_5: 0.20438182182036913 (-0.007658579028569756) | > avg_loss_0: 2.3714424646817713 (-0.03984348590557474) | > avg_loss_gen: 2.3081445143773 (+0.20587447056403452) | > avg_loss_kl: 2.8233394072606015 (+0.13702829984518283) | > avg_loss_feat: 6.717593779930701 (-0.2524018471057605) | > avg_loss_mel: 17.52351060280433 (-0.09768893168523007) | > avg_loss_duration: 2.3204476283146778 (-0.03591235784384006) | > avg_loss_1: 31.693035565889797 (-0.04310087057260503)  > EPOCH: 509/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:33:07)   --> TIME: 2024-06-11 13:33:10 -- STEP: 4/330 -- GLOBAL_STEP: 255975 | > loss_disc: 2.1734907627105713 (2.2514909505844116) | > loss_disc_real_0: 0.08094954490661621 (0.10542295314371586) | > loss_disc_real_1: 0.17386479675769806 (0.20073550567030907) | > loss_disc_real_2: 0.18920065462589264 (0.19366932287812233) | > loss_disc_real_3: 0.20060084760189056 (0.22485410794615746) | > loss_disc_real_4: 0.21070624887943268 (0.2252911552786827) | > loss_disc_real_5: 0.2128223031759262 (0.2181430570781231) | > loss_0: 2.1734907627105713 (2.2514909505844116) | > grad_norm_0: tensor(8.5102, device='cuda:0') (tensor(6.8858, device='cuda:0')) | > loss_gen: 2.4346296787261963 (2.5127540230751038) | > loss_kl: 1.7486686706542969 (2.0040655434131622) | > loss_feat: 7.06523323059082 (6.8759695291519165) | > loss_mel: 18.094738006591797 (18.08480453491211) | > loss_duration: 2.1599340438842773 (2.1812602281570435) | > loss_1: 31.503204345703125 (31.658854484558105) | > grad_norm_1: tensor(93.8687, device='cuda:0') (tensor(74.2877, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3626 (0.38007551431655884) | > loader_time: 0.0026 (0.0027847886085510254)  --> TIME: 2024-06-11 13:33:19 -- STEP: 29/330 -- GLOBAL_STEP: 256000 | > loss_disc: 2.337693452835083 (2.3067606317585914) | > loss_disc_real_0: 0.13321666419506073 (0.10448896114168496) | > loss_disc_real_1: 0.18046672642230988 (0.19660886865237664) | > loss_disc_real_2: 0.22505547106266022 (0.20827121467425905) | > loss_disc_real_3: 0.2325708419084549 (0.22438460177388683) | > loss_disc_real_4: 0.25067004561424255 (0.2279545094432502) | > loss_disc_real_5: 0.21141377091407776 (0.2210242553003903) | > loss_0: 2.337693452835083 (2.3067606317585914) | > grad_norm_0: tensor(6.5251, device='cuda:0') (tensor(9.4466, device='cuda:0')) | > loss_gen: 2.48402738571167 (2.5046682604428) | > loss_kl: 1.745451807975769 (1.8829361323652596) | > loss_feat: 7.112849712371826 (6.985483251768967) | > loss_mel: 18.38469696044922 (17.964347181649046) | > loss_duration: 2.030704975128174 (2.0544128623502007) | > loss_1: 31.75773048400879 (31.391847742014917) | > grad_norm_1: tensor(96.9298, device='cuda:0') (tensor(95.7629, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.4026 (0.36744543601726665) | > loader_time: 0.0038 (0.0032727718353271484) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_256000.pth  --> TIME: 2024-06-11 13:33:34 -- STEP: 54/330 -- GLOBAL_STEP: 256025 | > loss_disc: 2.3779654502868652 (2.326628733564306) | > loss_disc_real_0: 0.08881969749927521 (0.10531529411673546) | > loss_disc_real_1: 0.1593659222126007 (0.19721449387294274) | > loss_disc_real_2: 0.2167898714542389 (0.21189405382783325) | > loss_disc_real_3: 0.22900740802288055 (0.2263003024790022) | > loss_disc_real_4: 0.22790852189064026 (0.22848151982934387) | > loss_disc_real_5: 0.2105073630809784 (0.21997450043757757) | > loss_0: 2.3779654502868652 (2.326628733564306) | > grad_norm_0: tensor(8.1665, device='cuda:0') (tensor(10.0261, device='cuda:0')) | > loss_gen: 2.337739944458008 (2.4817059437433877) | > loss_kl: 1.803594946861267 (1.9028708117979545) | > loss_feat: 7.688195705413818 (6.97533161551864) | > loss_mel: 18.756261825561523 (17.904456739072444) | > loss_duration: 1.9952276945114136 (2.0247363845507302) | > loss_1: 32.58102035522461 (31.289101671289515) | > grad_norm_1: tensor(93.6287, device='cuda:0') (tensor(111.3541, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3709 (0.37634159017492225) | > loader_time: 0.0035 (0.0035428117822717737)  --> TIME: 2024-06-11 13:33:44 -- STEP: 79/330 -- GLOBAL_STEP: 256050 | > loss_disc: 2.3260834217071533 (2.331555982179279) | > loss_disc_real_0: 0.10481910407543182 (0.10587910147784632) | > loss_disc_real_1: 0.1744471788406372 (0.1957748766186871) | > loss_disc_real_2: 0.21991030871868134 (0.21146890238116064) | > loss_disc_real_3: 0.21379414200782776 (0.22771241676203813) | > loss_disc_real_4: 0.2221091389656067 (0.22913638002510311) | > loss_disc_real_5: 0.23793713748455048 (0.22085579965688004) | > loss_0: 2.3260834217071533 (2.331555982179279) | > grad_norm_0: tensor(16.3215, device='cuda:0') (tensor(10.3616, device='cuda:0')) | > loss_gen: 2.470876455307007 (2.4805886504016357) | > loss_kl: 1.9392136335372925 (1.9176487786860406) | > loss_feat: 6.477015495300293 (7.022646089143391) | > loss_mel: 17.972450256347656 (17.90892480294916) | > loss_duration: 1.9733006954193115 (2.014920355398443) | > loss_1: 30.832857131958008 (31.344728711285168) | > grad_norm_1: tensor(124.5514, device='cuda:0') (tensor(118.3241, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.375 (0.3809729075130028) | > loader_time: 0.0034 (0.0036699832240237465)  --> TIME: 2024-06-11 13:33:53 -- STEP: 104/330 -- GLOBAL_STEP: 256075 | > loss_disc: 2.335033416748047 (2.339374161683596) | > loss_disc_real_0: 0.09844951331615448 (0.10850929010372895) | > loss_disc_real_1: 0.19725151360034943 (0.19698686338961124) | > loss_disc_real_2: 0.19084122776985168 (0.2117839581691302) | > loss_disc_real_3: 0.23084579408168793 (0.22770803980529308) | > loss_disc_real_4: 0.23594990372657776 (0.22997060260520533) | > loss_disc_real_5: 0.22285708785057068 (0.22048076886970264) | > loss_0: 2.335033416748047 (2.339374161683596) | > grad_norm_0: tensor(10.3026, device='cuda:0') (tensor(10.6986, device='cuda:0')) | > loss_gen: 2.5058398246765137 (2.4812546830910924) | > loss_kl: 1.850992202758789 (1.913245072731605) | > loss_feat: 7.089398384094238 (7.008460728021769) | > loss_mel: 18.340723037719727 (17.9127023770259) | > loss_duration: 2.058380603790283 (2.0154447119969587) | > loss_1: 31.845333099365234 (31.331107561404888) | > grad_norm_1: tensor(341.6727, device='cuda:0') (tensor(123.7668, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3772 (0.3788027809216426) | > loader_time: 0.0039 (0.003710765105027419)  --> TIME: 2024-06-11 13:34:03 -- STEP: 129/330 -- GLOBAL_STEP: 256100 | > loss_disc: 2.4061102867126465 (2.34077741194141) | > loss_disc_real_0: 0.1251242607831955 (0.11043203339096187) | > loss_disc_real_1: 0.23139157891273499 (0.19722809394200644) | > loss_disc_real_2: 0.23225606977939606 (0.2122622936270958) | > loss_disc_real_3: 0.24202649295330048 (0.22758913559969082) | > loss_disc_real_4: 0.24189411103725433 (0.22966812146726504) | > loss_disc_real_5: 0.26281052827835083 (0.22075106665607572) | > loss_0: 2.4061102867126465 (2.34077741194141) | > grad_norm_0: tensor(6.5740, device='cuda:0') (tensor(11.6578, device='cuda:0')) | > loss_gen: 2.5435476303100586 (2.481428187022839) | > loss_kl: 1.8952451944351196 (1.915017426475998) | > loss_feat: 6.550410747528076 (7.002610894136651) | > loss_mel: 18.04398536682129 (17.90912055969238) | > loss_duration: 2.002896785736084 (2.0173683342083475) | > loss_1: 31.03608512878418 (31.325545392295187) | > grad_norm_1: tensor(69.4722, device='cuda:0') (tensor(136.5061, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3805 (0.3777250800021859) | > loader_time: 0.0039 (0.0037657087163407675)  --> TIME: 2024-06-11 13:34:12 -- STEP: 154/330 -- GLOBAL_STEP: 256125 | > loss_disc: 2.4136128425598145 (2.3520033390491046) | > loss_disc_real_0: 0.11799299716949463 (0.11283531973694826) | > loss_disc_real_1: 0.18010787665843964 (0.19901891313977058) | > loss_disc_real_2: 0.20230481028556824 (0.2124476447314411) | > loss_disc_real_3: 0.23696516454219818 (0.22831105266685608) | > loss_disc_real_4: 0.22595320641994476 (0.22996163610127066) | > loss_disc_real_5: 0.22403685748577118 (0.22175240487634365) | > loss_0: 2.4136128425598145 (2.3520033390491046) | > grad_norm_0: tensor(26.0904, device='cuda:0') (tensor(12.7950, device='cuda:0')) | > loss_gen: 2.3762221336364746 (2.475357678029446) | > loss_kl: 1.8116180896759033 (1.9224806025430754) | > loss_feat: 7.047631740570068 (6.993508753838477) | > loss_mel: 17.336223602294922 (17.921360523669748) | > loss_duration: 2.043119430541992 (2.019727889593545) | > loss_1: 30.61481475830078 (31.332435422129446) | > grad_norm_1: tensor(183.8863, device='cuda:0') (tensor(146.0743, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3803 (0.377572141684495) | > loader_time: 0.0042 (0.003839992857598639)  --> TIME: 2024-06-11 13:34:22 -- STEP: 179/330 -- GLOBAL_STEP: 256150 | > loss_disc: 2.337406873703003 (2.3516161455122457) | > loss_disc_real_0: 0.10863052308559418 (0.11313163060382758) | > loss_disc_real_1: 0.17353510856628418 (0.19823081533336107) | > loss_disc_real_2: 0.22922366857528687 (0.21210070095914701) | > loss_disc_real_3: 0.22089281678199768 (0.22791109188308928) | > loss_disc_real_4: 0.24080222845077515 (0.23070780100436183) | > loss_disc_real_5: 0.22941431403160095 (0.22141648138035613) | > loss_0: 2.337406873703003 (2.3516161455122457) | > grad_norm_0: tensor(23.9315, device='cuda:0') (tensor(13.2024, device='cuda:0')) | > loss_gen: 2.4920945167541504 (2.476264906995125) | > loss_kl: 2.056290864944458 (1.928390594834056) | > loss_feat: 7.262228488922119 (7.006329720246725) | > loss_mel: 17.854001998901367 (17.905932879314737) | > loss_duration: 2.087040901184082 (2.025895342480537) | > loss_1: 31.75165557861328 (31.342813363954342) | > grad_norm_1: tensor(313.2458, device='cuda:0') (tensor(151.7552, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3885 (0.37968776878697913) | > loader_time: 0.0042 (0.003954489137873304)  --> TIME: 2024-06-11 13:34:33 -- STEP: 204/330 -- GLOBAL_STEP: 256175 | > loss_disc: 2.3711745738983154 (2.3570228990386517) | > loss_disc_real_0: 0.08362950384616852 (0.11420140521345186) | > loss_disc_real_1: 0.18794208765029907 (0.19884179269566254) | > loss_disc_real_2: 0.21540406346321106 (0.21209761697579832) | > loss_disc_real_3: 0.2514335811138153 (0.22847711725854405) | > loss_disc_real_4: 0.19002079963684082 (0.23058660605958864) | > loss_disc_real_5: 0.2078292816877365 (0.22141323421223494) | > loss_0: 2.3711745738983154 (2.3570228990386517) | > grad_norm_0: tensor(13.3082, device='cuda:0') (tensor(14.9144, device='cuda:0')) | > loss_gen: 2.6356112957000732 (2.4756296265359032) | > loss_kl: 2.005070686340332 (1.935053371331271) | > loss_feat: 7.451537609100342 (7.013195313659369) | > loss_mel: 18.191509246826172 (17.87682420132207) | > loss_duration: 2.0266964435577393 (2.0336371742042845) | > loss_1: 32.3104248046875 (31.334339646732104) | > grad_norm_1: tensor(465.4912, device='cuda:0') (tensor(171.4387, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.3992 (0.3824276970882042) | > loader_time: 0.0046 (0.004077587641921699)  --> TIME: 2024-06-11 13:34:43 -- STEP: 229/330 -- GLOBAL_STEP: 256200 | > loss_disc: 2.1742570400238037 (2.3569103776107188) | > loss_disc_real_0: 0.08470333367586136 (0.11547987992716668) | > loss_disc_real_1: 0.18911533057689667 (0.19866189711999685) | > loss_disc_real_2: 0.19951996207237244 (0.21278713819241418) | > loss_disc_real_3: 0.2109764665365219 (0.2285541869927702) | > loss_disc_real_4: 0.1965639442205429 (0.22982624387897257) | > loss_disc_real_5: 0.17579245567321777 (0.2219752914650472) | > loss_0: 2.1742570400238037 (2.3569103776107188) | > grad_norm_0: tensor(21.6127, device='cuda:0') (tensor(17.6657, device='cuda:0')) | > loss_gen: 2.5706512928009033 (2.483893975420291) | > loss_kl: 2.1172077655792236 (1.938901092287755) | > loss_feat: 8.54604721069336 (7.039581053121641) | > loss_mel: 18.58217430114746 (17.838419776816558) | > loss_duration: 2.1327266693115234 (2.04165772579643) | > loss_1: 33.94880676269531 (31.342453577632988) | > grad_norm_1: tensor(372.9196, device='cuda:0') (tensor(188.5802, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.4059 (0.3855795443838861) | > loader_time: 0.0053 (0.004214771970390754)  --> TIME: 2024-06-11 13:34:54 -- STEP: 254/330 -- GLOBAL_STEP: 256225 | > loss_disc: 2.262988567352295 (2.3590811378373875) | > loss_disc_real_0: 0.07332038879394531 (0.11676788000081938) | > loss_disc_real_1: 0.160101056098938 (0.19902459385357504) | > loss_disc_real_2: 0.19932827353477478 (0.212702453664438) | > loss_disc_real_3: 0.24036844074726105 (0.22885846311417152) | > loss_disc_real_4: 0.25134971737861633 (0.2292784831420643) | > loss_disc_real_5: 0.231454536318779 (0.2212977559547725) | > loss_0: 2.262988567352295 (2.3590811378373875) | > grad_norm_0: tensor(58.3122, device='cuda:0') (tensor(20.1893, device='cuda:0')) | > loss_gen: 2.6225054264068604 (2.4890055647046556) | > loss_kl: 2.105025291442871 (1.94342843988749) | > loss_feat: 7.980619430541992 (7.04846567619504) | > loss_mel: 17.36616325378418 (17.804033962760386) | > loss_duration: 2.0700249671936035 (2.048576562423406) | > loss_1: 32.14434051513672 (31.333510166078103) | > grad_norm_1: tensor(568.1018, device='cuda:0') (tensor(209.5685, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.4353 (0.38909204926077773) | > loader_time: 0.0057 (0.004348822466031773)  --> TIME: 2024-06-11 13:35:05 -- STEP: 279/330 -- GLOBAL_STEP: 256250 | > loss_disc: 2.3904733657836914 (2.35983552984012) | > loss_disc_real_0: 0.12974534928798676 (0.11739531916476065) | > loss_disc_real_1: 0.24301889538764954 (0.19949252364028738) | > loss_disc_real_2: 0.21619485318660736 (0.2125084822643615) | > loss_disc_real_3: 0.20382283627986908 (0.22873407415378047) | > loss_disc_real_4: 0.21155734360218048 (0.22930514166218405) | > loss_disc_real_5: 0.23305511474609375 (0.22172488971850357) | > loss_0: 2.3904733657836914 (2.35983552984012) | > grad_norm_0: tensor(32.8528, device='cuda:0') (tensor(22.0708, device='cuda:0')) | > loss_gen: 2.469623565673828 (2.4911258434309334) | > loss_kl: 2.135131597518921 (1.9484563830932835) | > loss_feat: 6.5405192375183105 (7.051748692775712) | > loss_mel: 17.122501373291016 (17.74990614340724) | > loss_duration: 2.1436190605163574 (2.057657412730664) | > loss_1: 30.411396026611328 (31.29889443783777) | > grad_norm_1: tensor(462.8991, device='cuda:0') (tensor(229.2389, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.4371 (0.39316366137569514) | > loader_time: 0.0067 (0.004490019172750493)  --> TIME: 2024-06-11 13:35:17 -- STEP: 304/330 -- GLOBAL_STEP: 256275 | > loss_disc: 2.4127776622772217 (2.363181029495439) | > loss_disc_real_0: 0.15159684419631958 (0.11851290212699066) | > loss_disc_real_1: 0.165222629904747 (0.199791897627476) | > loss_disc_real_2: 0.1950642466545105 (0.21283912521443868) | > loss_disc_real_3: 0.23717132210731506 (0.22893322577798048) | > loss_disc_real_4: 0.2387905716896057 (0.22906544270288004) | > loss_disc_real_5: 0.2326553612947464 (0.2215590679920034) | > loss_0: 2.4127776622772217 (2.363181029495439) | > grad_norm_0: tensor(20.5879, device='cuda:0') (tensor(22.8554, device='cuda:0')) | > loss_gen: 2.448028802871704 (2.4853953679925525) | > loss_kl: 2.03851318359375 (1.9532904123005115) | > loss_feat: 7.3441057205200195 (7.057102055926072) | > loss_mel: 17.03075408935547 (17.700738486490753) | > loss_duration: 2.2044835090637207 (2.068323710247089) | > loss_1: 31.06588363647461 (31.26484997648942) | > grad_norm_1: tensor(375.5127, device='cuda:0') (tensor(239.1167, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.5058 (0.39962067180558253) | > loader_time: 0.0071 (0.004669958823605589)  --> TIME: 2024-06-11 13:35:45 -- STEP: 329/330 -- GLOBAL_STEP: 256300 | > loss_disc: 2.5117974281311035 (2.3693333288094167) | > loss_disc_real_0: 0.19613070785999298 (0.11974351727446161) | > loss_disc_real_1: 0.2338099479675293 (0.20029202823762107) | > loss_disc_real_2: 0.22370128333568573 (0.21326155149827974) | > loss_disc_real_3: 0.2431703805923462 (0.22931125660435403) | > loss_disc_real_4: 0.32259249687194824 (0.23008844799908462) | > loss_disc_real_5: 0.3053624927997589 (0.22239433564132474) | > loss_0: 2.5117974281311035 (2.3693333288094167) | > grad_norm_0: tensor(9.5910, device='cuda:0') (tensor(23.5198, device='cuda:0')) | > loss_gen: 2.3689839839935303 (2.4818049527953843) | > loss_kl: 2.245105504989624 (1.9633582580415674) | > loss_feat: 9.286893844604492 (7.1331890129390825) | > loss_mel: 17.601455688476562 (17.66569930659239) | > loss_duration: 2.2869489192962646 (2.082420170850666) | > loss_1: 33.78938674926758 (31.326471670782674) | > grad_norm_1: tensor(75.2640, device='cuda:0') (tensor(245.3887, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 13.7868 (0.4530006846396032) | > loader_time: 0.0338 (0.005108895635170056)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5174663066864014 (2.5174663066864014) | > loss_disc_real_0: 0.20909419655799866 (0.20909419655799866) | > loss_disc_real_1: 0.31502512097358704 (0.31502512097358704) | > loss_disc_real_2: 0.32188260555267334 (0.32188260555267334) | > loss_disc_real_3: 0.2498609721660614 (0.2498609721660614) | > loss_disc_real_4: 0.22741396725177765 (0.22741396725177765) | > loss_disc_real_5: 0.2036290466785431 (0.2036290466785431) | > loss_0: 2.5174663066864014 (2.5174663066864014) | > loss_gen: 2.631126642227173 (2.631126642227173) | > loss_kl: 2.1847140789031982 (2.1847140789031982) | > loss_feat: 5.94349479675293 (5.94349479675293) | > loss_mel: 14.964970588684082 (14.964970588684082) | > loss_duration: 2.90913724899292 (2.90913724899292) | > loss_1: 28.63344383239746 (28.63344383239746)  --> STEP: 1 | > loss_disc: 2.1346616744995117 (2.1346616744995117) | > loss_disc_real_0: 0.10329072177410126 (0.10329072177410126) | > loss_disc_real_1: 0.33866751194000244 (0.33866751194000244) | > loss_disc_real_2: 0.1977616548538208 (0.1977616548538208) | > loss_disc_real_3: 0.2335963398218155 (0.2335963398218155) | > loss_disc_real_4: 0.2395450472831726 (0.2395450472831726) | > loss_disc_real_5: 0.17839021980762482 (0.17839021980762482) | > loss_0: 2.1346616744995117 (2.1346616744995117) | > loss_gen: 2.9832799434661865 (2.9832799434661865) | > loss_kl: 2.714510917663574 (2.714510917663574) | > loss_feat: 7.301502227783203 (7.301502227783203) | > loss_mel: 18.171592712402344 (18.171592712402344) | > loss_duration: 2.459181070327759 (2.459181070327759) | > loss_1: 33.630069732666016 (33.630069732666016)  --> STEP: 2 | > loss_disc: 2.6412038803100586 (2.387932777404785) | > loss_disc_real_0: 0.0706649124622345 (0.08697781711816788) | > loss_disc_real_1: 0.23093220591545105 (0.28479985892772675) | > loss_disc_real_2: 0.18185897171497345 (0.18981031328439713) | > loss_disc_real_3: 0.3503452241420746 (0.29197078198194504) | > loss_disc_real_4: 0.3413243889808655 (0.29043471813201904) | > loss_disc_real_5: 0.3074761629104614 (0.24293319135904312) | > loss_0: 2.6412038803100586 (2.387932777404785) | > loss_gen: 2.6031203269958496 (2.793200135231018) | > loss_kl: 2.634864330291748 (2.674687623977661) | > loss_feat: 6.646568775177002 (6.9740355014801025) | > loss_mel: 19.657005310058594 (18.91429901123047) | > loss_duration: 2.405158758163452 (2.4321699142456055) | > loss_1: 33.94671630859375 (33.78839302062988)  --> STEP: 3 | > loss_disc: 2.1826136112213135 (2.319493055343628) | > loss_disc_real_0: 0.05877388268709183 (0.07757650564114253) | > loss_disc_real_1: 0.3074481785297394 (0.29234929879506427) | > loss_disc_real_2: 0.16412784159183502 (0.18124948938687643) | > loss_disc_real_3: 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2.4967617988586426 (2.3638102412223816) | > loss_gen: 2.4728610515594482 (2.657564699649811) | > loss_kl: 3.064894437789917 (2.9042518734931946) | > loss_feat: 6.441290378570557 (6.961935639381409) | > loss_mel: 18.612171173095703 (18.798781871795654) | > loss_duration: 2.3003108501434326 (2.3668198585510254) | > loss_1: 32.89152526855469 (33.689353942871094)  --> STEP: 5 | > loss_disc: 2.50351881980896 (2.3917519569396974) | > loss_disc_real_0: 0.13674339652061462 (0.10315770953893662) | > loss_disc_real_1: 0.3211751878261566 (0.29858353137969973) | > loss_disc_real_2: 0.2598698139190674 (0.20124611854553223) | > loss_disc_real_3: 0.23817546665668488 (0.2628611236810684) | > loss_disc_real_4: 0.1962701380252838 (0.24890513122081756) | > loss_disc_real_5: 0.1778322458267212 (0.2149665981531143) | > loss_0: 2.50351881980896 (2.3917519569396974) | > loss_gen: 2.3529257774353027 (2.596636915206909) | > loss_kl: 2.4413344860076904 (2.8116683959960938) | > loss_feat: 7.0847625732421875 (6.986501026153564) | > loss_mel: 19.537994384765625 (18.94662437438965) | > loss_duration: 2.356609344482422 (2.364777755737305) | > loss_1: 33.77362823486328 (33.70620880126953)  --> STEP: 6 | > loss_disc: 2.5279078483581543 (2.41444460550944) | > loss_disc_real_0: 0.13463550806045532 (0.10840400929252307) | > loss_disc_real_1: 0.27155300974845886 (0.29407844444115955) | > loss_disc_real_2: 0.2448917180299759 (0.20852038512627283) | > loss_disc_real_3: 0.26243385672569275 (0.26278991252183914) | > loss_disc_real_4: 0.16419562697410583 (0.2347868805130323) | > loss_disc_real_5: 0.13406546413898468 (0.20148307581742605) | > loss_0: 2.5279078483581543 (2.41444460550944) | > loss_gen: 2.1586031913757324 (2.52363129456838) | > loss_kl: 2.6679117679595947 (2.7877089579900107) | > loss_feat: 5.619326114654541 (6.7586385409037275) | > loss_mel: 18.668434143066406 (18.900259335835774) | > loss_duration: 2.1832501888275146 (2.33452316125234) | > loss_1: 31.297527313232422 (33.30476188659668)  --> STEP: 7 | > loss_disc: 2.3523714542388916 (2.4055770124707903) | > loss_disc_real_0: 0.11287632584571838 (0.10904291165726525) | > loss_disc_real_1: 0.21940968930721283 (0.2834114794220243) | > loss_disc_real_2: 0.20148581266403198 (0.20751544620309556) | > loss_disc_real_3: 0.2963728606700897 (0.2675874765430178) | > loss_disc_real_4: 0.21855250000953674 (0.2324676832982472) | > loss_disc_real_5: 0.17570193111896515 (0.19780005514621735) | > loss_0: 2.3523714542388916 (2.4055770124707903) | > loss_gen: 2.467177629470825 (2.515566485268729) | > loss_kl: 3.914618492126465 (2.948696034295218) | > loss_feat: 7.124060153961182 (6.810841628483364) | > loss_mel: 18.61586570739746 (18.8596316746303) | > loss_duration: 2.527294158935547 (2.3620618752070834) | > loss_1: 34.649017333984375 (33.49679837908064)  --> STEP: 8 | > loss_disc: 2.102292537689209 (2.3676664531230927) | > loss_disc_real_0: 0.13224788010120392 (0.11194353271275759) | > loss_disc_real_1: 0.23246276378631592 (0.27704288996756077) | > loss_disc_real_2: 0.1847762018442154 (0.20467304065823555) | > loss_disc_real_3: 0.218038409948349 (0.2613938432186842) | > loss_disc_real_4: 0.24293142557144165 (0.2337756510823965) | > loss_disc_real_5: 0.2122066766023636 (0.19960088282823563) | > loss_0: 2.102292537689209 (2.3676664531230927) | > loss_gen: 2.8090977668762207 (2.5522578954696655) | > loss_kl: 2.775803565979004 (2.9270844757556915) | > loss_feat: 10.6610107421875 (7.292112767696381) | > loss_mel: 19.85967254638672 (18.984636783599854) | > loss_duration: 2.224846839904785 (2.3449099957942963) | > loss_1: 38.33042907714844 (34.10100221633911)  --> STEP: 9 | > loss_disc: 2.3032469749450684 (2.3605087333255343) | > loss_disc_real_0: 0.10154074430465698 (0.11078766733407974) | > loss_disc_real_1: 0.2971961796283722 (0.2792821443743176) | > loss_disc_real_2: 0.19468240439891815 (0.20356296996275583) | > loss_disc_real_3: 0.3002491891384125 (0.26571110387643176) | > loss_disc_real_4: 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2.2672674655914307 (2.5501737356185914) | > loss_kl: 2.4623942375183105 (2.8640380859375) | > loss_feat: 7.1292548179626465 (7.500370121002197) | > loss_mel: 18.307218551635742 (19.11552734375) | > loss_duration: 2.342805862426758 (2.325575065612793) | > loss_1: 32.508941650390625 (34.35568428039551)  --> STEP: 11 | > loss_disc: 2.7655155658721924 (2.3937148831107398) | > loss_disc_real_0: 0.13664928078651428 (0.1083941866051067) | > loss_disc_real_1: 0.39019209146499634 (0.2885243581099944) | > loss_disc_real_2: 0.2578018009662628 (0.20688096772540698) | > loss_disc_real_3: 0.3076774477958679 (0.267997989600355) | > loss_disc_real_4: 0.2648048400878906 (0.23810375414111398) | > loss_disc_real_5: 0.2344827800989151 (0.20106666602871634) | > loss_0: 2.7655155658721924 (2.3937148831107398) | > loss_gen: 2.3378047943115234 (2.5308674682270396) | > loss_kl: 3.1418092250823975 (2.8892900076779453) | > loss_feat: 5.459031581878662 (7.314793890172785) | > loss_mel: 15.815622329711914 (18.815535978837445) | > loss_duration: 2.4932162761688232 (2.3408151756633413) | > loss_1: 29.247482299804688 (33.89130228215998)  --> STEP: 12 | > loss_disc: 2.5723156929016113 (2.4085982839266458) | > loss_disc_real_0: 0.10561555624008179 (0.10816263407468796) | > loss_disc_real_1: 0.32284244894981384 (0.29138419901331264) | > loss_disc_real_2: 0.28083014488220215 (0.21304339915513992) | > loss_disc_real_3: 0.291212797164917 (0.2699325568974018) | > loss_disc_real_4: 0.22288915514945984 (0.23683587089180946) | > loss_disc_real_5: 0.22348491847515106 (0.2029348537325859) | > loss_0: 2.5723156929016113 (2.4085982839266458) | > loss_gen: 2.524350166320801 (2.5303243597348533) | > loss_kl: 3.077828884124756 (2.9050015807151794) | > loss_feat: 6.220808982849121 (7.223628481229146) | > loss_mel: 16.977039337158203 (18.662327925364178) | > loss_duration: 2.27652645111084 (2.3354577819506326) | > loss_1: 31.076553344726562 (33.65673987070719)  --> STEP: 13 | > loss_disc: 2.5582408905029297 (2.4201092536632833) | > loss_disc_real_0: 0.14724279940128326 (0.11116880063827221) | > loss_disc_real_1: 0.29056018590927124 (0.2913208133899249) | > loss_disc_real_2: 0.2592543959617615 (0.21659809121718773) | > loss_disc_real_3: 0.27849486470222473 (0.27059119595931125) | > loss_disc_real_4: 0.2383846491575241 (0.2369550076814798) | > loss_disc_real_5: 0.2719917893409729 (0.20824692570246184) | > loss_0: 2.5582408905029297 (2.4201092536632833) | > loss_gen: 2.428374767303467 (2.522482083393977) | > loss_kl: 2.8086354732513428 (2.8975888032179613) | > loss_feat: 5.959925174713135 (7.126420534574068) | > loss_mel: 15.241116523742676 (18.399157817547138) | > loss_duration: 2.2358951568603516 (2.3277991184821496) | > loss_1: 28.673948287963867 (33.27344821049617)  --> STEP: 14 | > loss_disc: 2.6540656089782715 (2.436820421900068) | > loss_disc_real_0: 0.16886062920093536 (0.11528964553560529) | > loss_disc_real_1: 0.32882601022720337 (0.293999756021159) | > loss_disc_real_2: 0.21759925782680511 (0.2166696031178747) | > loss_disc_real_3: 0.276953786611557 (0.271045666720186) | > loss_disc_real_4: 0.26341187953948975 (0.23884478424276626) | > loss_disc_real_5: 0.23479481041431427 (0.21014320318187987) | > loss_0: 2.6540656089782715 (2.436820421900068) | > loss_gen: 2.5788512229919434 (2.5265084505081177) | > loss_kl: 3.4865293502807617 (2.9396559851510182) | > loss_feat: 6.408262729644775 (7.07512354850769) | > loss_mel: 19.890045166015625 (18.50564977100917) | > loss_duration: 2.4053120613098145 (2.333335757255554) | > loss_1: 34.76900100708008 (33.380273410252165)  --> STEP: 15 | > loss_disc: 2.59616756439209 (2.4474435647328696) | > loss_disc_real_0: 0.1847187876701355 (0.11991825501124063) | > loss_disc_real_1: 0.3637126684188843 (0.2986472835143407) | > loss_disc_real_2: 0.28995731472969055 (0.2215554505586624) | > loss_disc_real_3: 0.25955674052238464 (0.2702797383069992) | > loss_disc_real_4: 0.22303993999958038 (0.2377911279598872) | > loss_disc_real_5: 0.21701982617378235 (0.21060164471467335) | > loss_0: 2.59616756439209 (2.4474435647328696) | > loss_gen: 2.6031622886657715 (2.5316187063852946) | > loss_kl: 3.265662670135498 (2.961389764149984) | > loss_feat: 7.290575981140137 (7.08948704401652) | > loss_mel: 18.471712112426758 (18.503387260437012) | > loss_duration: 2.3097126483917236 (2.331760883331299) | > loss_1: 33.940826416015625 (33.4176436106364)  --> STEP: 16 | > loss_disc: 2.826242685317993 (2.4711185097694397) | > loss_disc_real_0: 0.22835230827331543 (0.12669538334012032) | > loss_disc_real_1: 0.3698299527168274 (0.30309620033949614) | > loss_disc_real_2: 0.3319564759731293 (0.2284555146470666) | > loss_disc_real_3: 0.30771389603614807 (0.272619373165071) | > loss_disc_real_4: 0.245186910033226 (0.23825336433947086) | > loss_disc_real_5: 0.20287038385868073 (0.21011844091117382) | > loss_0: 2.826242685317993 (2.4711185097694397) | > loss_gen: 2.4348044395446777 (2.525567814707756) | > loss_kl: 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(2.3404655737035416) | > loss_1: 30.99004364013672 (33.256301543291876)  --> STEP: 18 | > loss_disc: 2.3168845176696777 (2.46785741382175) | > loss_disc_real_0: 0.14941392838954926 (0.1306130149298244) | > loss_disc_real_1: 0.23177753388881683 (0.30152231123712325) | > loss_disc_real_2: 0.15346358716487885 (0.22055684278408685) | > loss_disc_real_3: 0.17345088720321655 (0.266781753136052) | > loss_disc_real_4: 0.2059977501630783 (0.23878146294090483) | > loss_disc_real_5: 0.1069381833076477 (0.2007918945617146) | > loss_0: 2.3168845176696777 (2.46785741382175) | > loss_gen: 2.2842938899993896 (2.502171370718214) | > loss_kl: 2.708864450454712 (2.914832181400723) | > loss_feat: 10.640095710754395 (7.309368080563015) | > loss_mel: 21.268489837646484 (18.522014776865642) | > loss_duration: 2.286714553833008 (2.3374794059329562) | > loss_1: 39.18846130371094 (33.58586597442627)  --> STEP: 19 | > loss_disc: 2.5948712825775146 (2.4745423542825797) | > loss_disc_real_0: 0.20175717771053314 (0.1343574445498617) | > loss_disc_real_1: 0.25301632285118103 (0.2989693644799684) | > loss_disc_real_2: 0.30628079175949097 (0.22506862957226603) | > loss_disc_real_3: 0.23841577768325806 (0.2652888070595892) | > loss_disc_real_4: 0.3243056535720825 (0.24328273613201945) | > loss_disc_real_5: 0.24243715405464172 (0.20298375032450022) | > loss_0: 2.5948712825775146 (2.4745423542825797) | > loss_gen: 2.6807239055633545 (2.511568872552169) | > loss_kl: 2.263627529144287 (2.8805582523345947) | > loss_feat: 9.077070236206055 (7.4024050361231755) | > loss_mel: 17.172250747680664 (18.450974564803275) | > loss_duration: 2.3215107917785645 (2.3366389525564095) | > loss_1: 33.51518249511719 (33.58214579130474)  --> STEP: 20 | > loss_disc: 2.2844343185424805 (2.465036952495575) | > loss_disc_real_0: 0.200796976685524 (0.13767942115664483) | > loss_disc_real_1: 0.24195078015327454 (0.29611843526363374) | > loss_disc_real_2: 0.2545343041419983 (0.22654191330075263) | > loss_disc_real_3: 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(7.389942602677778) | > loss_mel: 17.672487258911133 (18.32125069878318) | > loss_duration: 2.1856837272644043 (2.3235232613303443) | > loss_1: 31.900835037231445 (33.36995653672652)  --> STEP: 23 | > loss_disc: 2.807828426361084 (2.483548081439474) | > loss_disc_real_0: 0.26173025369644165 (0.1438019450591958) | > loss_disc_real_1: 0.3267245292663574 (0.2994062926458276) | > loss_disc_real_2: 0.22483991086483002 (0.2273769015851228) | > loss_disc_real_3: 0.2635599970817566 (0.2647221217984738) | > loss_disc_real_4: 0.2642430365085602 (0.24527315341908) | > loss_disc_real_5: 0.26133739948272705 (0.20380087974278824) | > loss_0: 2.807828426361084 (2.483548081439474) | > loss_gen: 2.3471179008483887 (2.516944408416748) | > loss_kl: 2.303480625152588 (2.788528286892435) | > loss_feat: 5.639750957489014 (7.313847313756528) | > loss_mel: 17.05084228515625 (18.266015550364617) | > loss_duration: 2.266010046005249 (2.321022686750992) | > loss_1: 29.607202529907227 (33.206358536430024)  --> STEP: 24 | > loss_disc: 2.408820629119873 (2.480434437592824) | > loss_disc_real_0: 0.10278935730457306 (0.14209308723608652) | > loss_disc_real_1: 0.2597774565219879 (0.2977550911406676) | > loss_disc_real_2: 0.20874977111816406 (0.22660077114899954) | > loss_disc_real_3: 0.21797242760658264 (0.26277421787381167) | > loss_disc_real_4: 0.19825208187103271 (0.24331394210457802) | > loss_disc_real_5: 0.19644081592559814 (0.20349421041707197) | > loss_0: 2.408820629119873 (2.480434437592824) | > loss_gen: 2.2845375537872314 (2.5072607894738517) | > loss_kl: 2.2078826427459717 (2.764334718386332) | > loss_feat: 7.769414901733398 (7.332829296588898) | > loss_mel: 19.149959564208984 (18.302846550941464) | > loss_duration: 2.42527174949646 (2.32536639769872) | > loss_1: 33.837066650390625 (33.23263804117838)  --> STEP: 25 | > loss_disc: 2.4225456714630127 (2.4781188869476316) | > loss_disc_real_0: 0.1576174944639206 (0.14271406352519989) | > loss_disc_real_1: 0.33110806345939636 (0.29908921003341676) | > loss_disc_real_2: 0.2311691790819168 (0.22678350746631623) | > loss_disc_real_3: 0.2645457088947296 (0.26284507751464836) | > loss_disc_real_4: 0.2150639146566391 (0.24218394100666046) | > loss_disc_real_5: 0.16580548882484436 (0.20198666155338288) | > loss_0: 2.4225456714630127 (2.4781188869476316) | > loss_gen: 2.5706310272216797 (2.509795598983765) | > loss_kl: 2.888718605041504 (2.769310073852539) | > loss_feat: 6.403690338134766 (7.295663738250733) | > loss_mel: 16.15411376953125 (18.216897239685053) | > loss_duration: 2.3493638038635254 (2.3263262939453124) | > loss_1: 30.36651611328125 (33.1179931640625)  --> STEP: 26 | > loss_disc: 2.6776957511901855 (2.48579492018773) | > loss_disc_real_0: 0.3575279712677002 (0.15097613689991143) | > loss_disc_real_1: 0.3198474943637848 (0.29988760558458477) | > loss_disc_real_2: 0.16229206323623657 (0.22430306730362085) | > loss_disc_real_3: 0.2552136778831482 (0.26255156214420605) | > loss_disc_real_4: 0.26752012968063354 (0.24315840980181327) | > loss_disc_real_5: 0.18242233991622925 (0.20123418764426157) | > loss_0: 2.6776957511901855 (2.48579492018773) | > loss_gen: 2.511855125427246 (2.5098748115392833) | > loss_kl: 2.4085936546325684 (2.755436365421002) | > loss_feat: 8.05615234375 (7.324913300000704) | > loss_mel: 19.545520782470703 (18.26799814517681) | > loss_duration: 2.282132625579834 (2.324626537469717) | > loss_1: 34.80425262451172 (33.18284929715669) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024694204330444336 (+9.917295896090007e-05) | > avg_loss_disc: 2.48579492018773 (+0.11435245550595852) | > avg_loss_disc_real_0: 0.15097613689991143 (+0.017451702545468628) | > avg_loss_disc_real_1: 0.29988760558458477 (+0.1126823537051678) | > avg_loss_disc_real_2: 0.22430306730362085 (+0.020303260248440952) | > avg_loss_disc_real_3: 0.26255156214420605 (+0.01042344306523979) | > avg_loss_disc_real_4: 0.24315840980181327 (+0.011023524288947761) | > avg_loss_disc_real_5: 0.20123418764426157 (-0.0031476341761075555) | > avg_loss_0: 2.48579492018773 (+0.11435245550595852) | > avg_loss_gen: 2.5098748115392833 (+0.20173029716198343) | > avg_loss_kl: 2.755436365421002 (-0.06790304183959961) | > avg_loss_feat: 7.324913300000704 (+0.6073195200700026) | > avg_loss_mel: 18.26799814517681 (+0.7444875423724824) | > avg_loss_duration: 2.324626537469717 (+0.004178909155039268) | > avg_loss_1: 33.18284929715669 (+1.4898137312668958)  > EPOCH: 510/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:35:51)   --> TIME: 2024-06-11 13:36:01 -- STEP: 24/330 -- GLOBAL_STEP: 256325 | > loss_disc: 2.404857635498047 (2.3778012494246163) | > loss_disc_real_0: 0.09786702692508698 (0.11239238021274407) | > loss_disc_real_1: 0.20405606925487518 (0.20274296899636587) | > loss_disc_real_2: 0.19900749623775482 (0.21457183795670667) | > loss_disc_real_3: 0.2541251480579376 (0.22886699562271437) | > loss_disc_real_4: 0.2402675300836563 (0.22601072117686272) | > loss_disc_real_5: 0.2537834346294403 (0.2203605386118094) | > loss_0: 2.404857635498047 (2.3778012494246163) | > grad_norm_0: tensor(9.4380, device='cuda:0') (tensor(9.6909, device='cuda:0')) | > loss_gen: 2.543118953704834 (2.4793045024077096) | > loss_kl: 1.913469910621643 (1.8447294284900029) | > loss_feat: 7.253689289093018 (6.965180555979411) | > loss_mel: 17.631813049316406 (17.994725227355957) | > loss_duration: 1.9737889766693115 (2.0736253460248313) | > loss_1: 31.315881729125977 (31.35756500562032) | > grad_norm_1: tensor(75.2466, device='cuda:0') (tensor(93.3873, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.361 (0.36701024572054547) | > loader_time: 0.0032 (0.0033434430758158364)  --> TIME: 2024-06-11 13:36:11 -- STEP: 49/330 -- GLOBAL_STEP: 256350 | > loss_disc: 2.412425994873047 (2.3769241401127394) | > loss_disc_real_0: 0.10513231158256531 (0.11412307772101188) | > loss_disc_real_1: 0.21794439852237701 (0.20190442672797612) | > loss_disc_real_2: 0.23418670892715454 (0.21360729969277673) | > loss_disc_real_3: 0.22967544198036194 (0.22932477934019907) | > loss_disc_real_4: 0.260664165019989 (0.22736019990882095) | > loss_disc_real_5: 0.24337594211101532 (0.2215758735428051) | > loss_0: 2.412425994873047 (2.3769241401127394) | > grad_norm_0: tensor(8.6473, device='cuda:0') (tensor(10.0581, device='cuda:0')) | > loss_gen: 2.518888235092163 (2.471311724915796) | > loss_kl: 1.7811909914016724 (1.8646021327193902) | > loss_feat: 6.959108352661133 (6.938705337290862) | > loss_mel: 18.152135848999023 (17.933361248094204) | > loss_duration: 1.9551594257354736 (2.032626745652179) | > loss_1: 31.366483688354492 (31.24060720326949) | > grad_norm_1: tensor(147.4952, device='cuda:0') (tensor(111.6686, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.3746 (0.36732402626349003) | > loader_time: 0.0034 (0.00344789271451989)  --> TIME: 2024-06-11 13:36:20 -- STEP: 74/330 -- GLOBAL_STEP: 256375 | > loss_disc: 2.3690643310546875 (2.3721635502737914) | > loss_disc_real_0: 0.09472185373306274 (0.11409028780621451) | > loss_disc_real_1: 0.20276667177677155 (0.1991379005280701) | > loss_disc_real_2: 0.19570529460906982 (0.21325785847934517) | > loss_disc_real_3: 0.20374040305614471 (0.2301681013526143) | > loss_disc_real_4: 0.25191402435302734 (0.23003755832040632) | > loss_disc_real_5: 0.22493091225624084 (0.22266782739677946) | > loss_0: 2.3690643310546875 (2.3721635502737914) | > grad_norm_0: tensor(21.6095, device='cuda:0') (tensor(11.2359, device='cuda:0')) | > loss_gen: 2.4804327487945557 (2.4799316026069023) | > loss_kl: 1.9430285692214966 (1.8876363151782267) | > loss_feat: 7.436695098876953 (6.987444568324733) | > loss_mel: 18.792985916137695 (17.96252938863393) | > loss_duration: 1.9492448568344116 (2.0162502543346306) | > loss_1: 32.602386474609375 (31.333792248287715) | > grad_norm_1: tensor(195.0783, device='cuda:0') (tensor(138.0053, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.3713 (0.3702006114495767) | > loader_time: 0.0035 (0.003565588512936154)  --> TIME: 2024-06-11 13:36:30 -- STEP: 99/330 -- GLOBAL_STEP: 256400 | > loss_disc: 2.2945446968078613 (2.364970804464936) | > loss_disc_real_0: 0.14106157422065735 (0.11331690147970662) | > loss_disc_real_1: 0.19551385939121246 (0.19986759005772947) | > loss_disc_real_2: 0.2261963039636612 (0.2125888630898312) | > loss_disc_real_3: 0.2016710340976715 (0.2292906471876183) | > loss_disc_real_4: 0.2150256335735321 (0.22898702880348823) | > loss_disc_real_5: 0.2240012288093567 (0.22195143245085322) | > loss_0: 2.2945446968078613 (2.364970804464936) | > grad_norm_0: tensor(18.3305, device='cuda:0') (tensor(14.7741, device='cuda:0')) | > loss_gen: 2.5540692806243896 (2.4859283716991696) | > loss_kl: 1.9388961791992188 (1.9004882104469067) | > loss_feat: 7.621998310089111 (6.963836655472264) | > loss_mel: 18.221546173095703 (17.868008372759572) | > loss_duration: 2.0285696983337402 (2.015278309282631) | > loss_1: 32.36507797241211 (31.233539985887933) | > grad_norm_1: tensor(233.2054, device='cuda:0') (tensor(171.0389, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.3649 (0.3706710170013736) | > loader_time: 0.0047 (0.003686418436994456)  --> TIME: 2024-06-11 13:36:39 -- STEP: 124/330 -- GLOBAL_STEP: 256425 | > loss_disc: 2.2571091651916504 (2.357920035239188) | > loss_disc_real_0: 0.08679252862930298 (0.1133924251602542) | > loss_disc_real_1: 0.182089164853096 (0.19893798280146816) | > loss_disc_real_2: 0.18051153421401978 (0.21170539805485356) | > loss_disc_real_3: 0.20121769607067108 (0.22871238930571464) | > loss_disc_real_4: 0.2209685891866684 (0.2282818862267079) | > loss_disc_real_5: 0.21272461116313934 (0.22153629987470566) | > loss_0: 2.2571091651916504 (2.357920035239188) | > grad_norm_0: tensor(25.9590, device='cuda:0') (tensor(17.4580, device='cuda:0')) | > loss_gen: 2.6174893379211426 (2.4918624104992038) | > loss_kl: 1.7670818567276 (1.9095914036996904) | > loss_feat: 7.698703765869141 (6.977088328330748) | > loss_mel: 18.575674057006836 (17.868239002843058) | > loss_duration: 2.0344858169555664 (2.0177974652859483) | > loss_1: 32.69343566894531 (31.264578696220152) | > grad_norm_1: tensor(372.0237, device='cuda:0') (tensor(200.9834, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.3598 (0.3717162609100342) | > loader_time: 0.0055 (0.0037776770130280527)  --> TIME: 2024-06-11 13:36:49 -- STEP: 149/330 -- GLOBAL_STEP: 256450 | > loss_disc: 2.2430260181427 (2.3548136637514863) | > loss_disc_real_0: 0.07556334882974625 (0.11304548362757533) | > loss_disc_real_1: 0.15743009746074677 (0.19804001804566226) | > loss_disc_real_2: 0.20010177791118622 (0.2116688422908719) | > loss_disc_real_3: 0.22226788103580475 (0.2285668590924884) | > loss_disc_real_4: 0.21901734173297882 (0.22855804170538116) | > loss_disc_real_5: 0.17689834535121918 (0.22184477606475753) | > loss_0: 2.2430260181427 (2.3548136637514863) | > grad_norm_0: tensor(23.8250, device='cuda:0') (tensor(20.9285, device='cuda:0')) | > loss_gen: 2.6035709381103516 (2.5010953653578785) | > loss_kl: 2.038036584854126 (1.9153899634444473) | > loss_feat: 7.594346046447754 (6.997236543053749) | > loss_mel: 18.492225646972656 (17.875898489216038) | > loss_duration: 2.0561225414276123 (2.0202499236036475) | > loss_1: 32.7843017578125 (31.309870278275252) | > grad_norm_1: tensor(442.4289, device='cuda:0') (tensor(225.2731, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.3918 (0.3732982161861139) | > loader_time: 0.0046 (0.003884033868776872)  --> TIME: 2024-06-11 13:36:59 -- STEP: 174/330 -- GLOBAL_STEP: 256475 | > loss_disc: 2.391563653945923 (2.356370402478621) | > loss_disc_real_0: 0.10003480315208435 (0.1140882935075239) | > loss_disc_real_1: 0.23038311302661896 (0.1986515980171061) | > loss_disc_real_2: 0.2433655709028244 (0.21253859834081826) | > loss_disc_real_3: 0.22041526436805725 (0.22893525111949306) | > loss_disc_real_4: 0.22257733345031738 (0.22859838622054834) | > loss_disc_real_5: 0.17938075959682465 (0.22160007573407273) | > loss_0: 2.391563653945923 (2.356370402478621) | > grad_norm_0: tensor(9.6347, device='cuda:0') (tensor(22.6111, device='cuda:0')) | > loss_gen: 2.4824860095977783 (2.503256288068047) | > loss_kl: 2.012479782104492 (1.9265966894982876) | > loss_feat: 7.129709243774414 (7.007342050815451) | > loss_mel: 17.345056533813477 (17.862961516983205) | > loss_duration: 2.1237967014312744 (2.0251568775067392) | > loss_1: 31.093528747558594 (31.325313370803308) | > grad_norm_1: tensor(207.6094, device='cuda:0') (tensor(236.6970, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.3906 (0.37567185670479963) | > loader_time: 0.0047 (0.003989347096147209)  --> TIME: 2024-06-11 13:37:09 -- STEP: 199/330 -- GLOBAL_STEP: 256500 | > loss_disc: 2.3740081787109375 (2.358618521810176) | > loss_disc_real_0: 0.11847493797540665 (0.11587963541548454) | > loss_disc_real_1: 0.2047443836927414 (0.1984150738422595) | > loss_disc_real_2: 0.26380816102027893 (0.21340343416036672) | > loss_disc_real_3: 0.2466323971748352 (0.22931718399476766) | > loss_disc_real_4: 0.21795742213726044 (0.2284941282404128) | > loss_disc_real_5: 0.24797984957695007 (0.22148210836115795) | > loss_0: 2.3740081787109375 (2.358618521810176) | > grad_norm_0: tensor(31.5786, device='cuda:0') (tensor(24.3137, device='cuda:0')) | > loss_gen: 2.2588963508605957 (2.5023941802020033) | > loss_kl: 1.7921031713485718 (1.9320951885913484) | > loss_feat: 6.187628746032715 (7.019522523161155) | > loss_mel: 17.85474967956543 (17.838890804118247) | > loss_duration: 2.1469969749450684 (2.0325377023399778) | > loss_1: 30.240375518798828 (31.325440373252984) | > grad_norm_1: tensor(268.2316, device='cuda:0') (tensor(251.9522, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.4023 (0.3779453835894714) | > loader_time: 0.0047 (0.004082007623797086) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_256500.pth  --> TIME: 2024-06-11 13:37:24 -- STEP: 224/330 -- GLOBAL_STEP: 256525 | > loss_disc: 2.315761089324951 (2.3610788434743872) | > loss_disc_real_0: 0.12678658962249756 (0.11620617458330731) | > loss_disc_real_1: 0.1922907829284668 (0.1990310927586896) | > loss_disc_real_2: 0.22460803389549255 (0.21348339039832354) | > loss_disc_real_3: 0.22137226164340973 (0.2298047891817987) | > loss_disc_real_4: 0.25150108337402344 (0.22860074202929223) | > loss_disc_real_5: 0.23831459879875183 (0.22162405687517353) | > loss_0: 2.315761089324951 (2.3610788434743872) | > grad_norm_0: tensor(50.7697, device='cuda:0') (tensor(24.8686, device='cuda:0')) | > loss_gen: 2.6209299564361572 (2.4993921773774272) | > loss_kl: 1.8975330591201782 (1.9324505754879542) | > loss_feat: 7.800986289978027 (7.032372461897986) | > loss_mel: 18.333589553833008 (17.810013260160183) | > loss_duration: 2.143160581588745 (2.039827377668449) | > loss_1: 32.796199798583984 (31.314055808952876) | > grad_norm_1: tensor(580.4995, device='cuda:0') (tensor(261.1166, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.4109 (0.38159481648887905) | > loader_time: 0.0055 (0.004206565873963489)  --> TIME: 2024-06-11 13:37:36 -- STEP: 249/330 -- GLOBAL_STEP: 256550 | > loss_disc: 2.4415297508239746 (2.358794454589904) | > loss_disc_real_0: 0.13414597511291504 (0.11686991747603358) | > loss_disc_real_1: 0.24600012600421906 (0.1995231944873151) | > loss_disc_real_2: 0.19969245791435242 (0.21306666917350875) | > loss_disc_real_3: 0.24390259385108948 (0.22898772059674244) | > loss_disc_real_4: 0.2586652338504791 (0.22814669840067744) | > loss_disc_real_5: 0.22105154395103455 (0.22096834286867853) | > loss_0: 2.4415297508239746 (2.358794454589904) | > grad_norm_0: tensor(28.0025, device='cuda:0') (tensor(25.3691, device='cuda:0')) | > loss_gen: 2.4606356620788574 (2.4992076996339843) | > loss_kl: 1.8490532636642456 (1.9359523546264832) | > loss_feat: 6.767706871032715 (7.036578302881325) | > loss_mel: 17.912609100341797 (17.77596791585287) | > loss_duration: 2.1120920181274414 (2.047999688420431) | > loss_1: 31.102096557617188 (31.295705910188605) | > grad_norm_1: tensor(125.6323, device='cuda:0') (tensor(264.4885, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.4295 (0.38707178950788507) | > loader_time: 0.0061 (0.004365244064943854)  --> TIME: 2024-06-11 13:37:47 -- STEP: 274/330 -- GLOBAL_STEP: 256575 | > loss_disc: 2.4865670204162598 (2.3616271767303014) | > loss_disc_real_0: 0.13838571310043335 (0.11740825640676662) | > loss_disc_real_1: 0.20825263857841492 (0.19987349701623847) | > loss_disc_real_2: 0.25431686639785767 (0.2133935462058026) | > loss_disc_real_3: 0.23743906617164612 (0.2291450801230695) | > loss_disc_real_4: 0.20596159994602203 (0.228240915404184) | > loss_disc_real_5: 0.23332960903644562 (0.221083818343434) | > loss_0: 2.4865670204162598 (2.3616271767303014) | > grad_norm_0: tensor(59.4705, device='cuda:0') (tensor(26.2943, device='cuda:0')) | > loss_gen: 2.3927559852600098 (2.495032479293154) | > loss_kl: 1.9514139890670776 (1.9407423973953637) | > loss_feat: 6.283865928649902 (7.04258287562071) | > loss_mel: 16.402240753173828 (17.732436124425742) | > loss_duration: 2.1432251930236816 (2.0560888365237378) | > loss_1: 29.173500061035156 (31.266882659745043) | > grad_norm_1: tensor(193.5573, device='cuda:0') (tensor(273.8090, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.4538 (0.39229869668501144) | > loader_time: 0.0063 (0.0045118584250011555)  --> TIME: 2024-06-11 13:37:59 -- STEP: 299/330 -- GLOBAL_STEP: 256600 | > loss_disc: 2.366480588912964 (2.363942517086015) | > loss_disc_real_0: 0.15811821818351746 (0.1179859898610657) | > loss_disc_real_1: 0.18005996942520142 (0.199816010568453) | > loss_disc_real_2: 0.16508951783180237 (0.213685856016982) | > loss_disc_real_3: 0.2522042989730835 (0.22945640936344364) | > loss_disc_real_4: 0.24241332709789276 (0.22868825933805675) | > loss_disc_real_5: 0.23958909511566162 (0.2212025637810047) | > loss_0: 2.366480588912964 (2.363942517086015) | > grad_norm_0: tensor(16.4112, device='cuda:0') (tensor(27.8725, device='cuda:0')) | > loss_gen: 2.439913034439087 (2.4943086710263254) | > loss_kl: 2.065502166748047 (1.9455564213436982) | > loss_feat: 6.659773826599121 (7.054170834978288) | > loss_mel: 17.353540420532227 (17.692498009340422) | > loss_duration: 2.198693037033081 (2.0661420790248095) | > loss_1: 30.71742057800293 (31.252675952720004) | > grad_norm_1: tensor(215.9538, device='cuda:0') (tensor(284.3952, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.4599 (0.39802449523007194) | > loader_time: 0.0065 (0.0046836755746184336)  --> TIME: 2024-06-11 13:38:13 -- STEP: 324/330 -- GLOBAL_STEP: 256625 | > loss_disc: 2.4630932807922363 (2.367300419159877) | > loss_disc_real_0: 0.12723085284233093 (0.11916381964620983) | > loss_disc_real_1: 0.19798867404460907 (0.19981003598666494) | > loss_disc_real_2: 0.21549305319786072 (0.21370194875347767) | > loss_disc_real_3: 0.17929470539093018 (0.2295097241431107) | > loss_disc_real_4: 0.1918724924325943 (0.22882819883985284) | > loss_disc_real_5: 0.17806223034858704 (0.2217456132725433) | > loss_0: 2.4630932807922363 (2.367300419159877) | > grad_norm_0: tensor(20.9522, device='cuda:0') (tensor(29.3576, device='cuda:0')) | > loss_gen: 2.0991768836975098 (2.4954648628646936) | > loss_kl: 2.1674537658691406 (1.9519345495435927) | > loss_feat: 9.46298599243164 (7.115945582036619) | > loss_mel: 18.358854293823242 (17.65303826626436) | > loss_duration: 2.2798845767974854 (2.0803727478156864) | > loss_1: 34.36835479736328 (31.29675594965617) | > grad_norm_1: tensor(100.5543, device='cuda:0') (tensor(298.3822, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.5896 (0.4094419494087314) | > loader_time: 0.0087 (0.004923738815166326)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.387587070465088 (2.387587070465088) | > loss_disc_real_0: 0.12054351717233658 (0.12054351717233658) | > loss_disc_real_1: 0.1886470913887024 (0.1886470913887024) | > loss_disc_real_2: 0.24164481461048126 (0.24164481461048126) | > loss_disc_real_3: 0.2273399382829666 (0.2273399382829666) | > loss_disc_real_4: 0.2726825773715973 (0.2726825773715973) | > loss_disc_real_5: 0.2918921709060669 (0.2918921709060669) | > loss_0: 2.387587070465088 (2.387587070465088) | > loss_gen: 2.5307750701904297 (2.5307750701904297) | > loss_kl: 2.8866679668426514 (2.8866679668426514) | > loss_feat: 6.499843120574951 (6.499843120574951) | > loss_mel: 14.941244125366211 (14.941244125366211) | > loss_duration: 3.062201976776123 (3.062201976776123) | > loss_1: 29.920732498168945 (29.920732498168945)  --> STEP: 1 | > loss_disc: 2.1206746101379395 (2.1206746101379395) | > loss_disc_real_0: 0.11675547063350677 (0.11675547063350677) | > loss_disc_real_1: 0.21266105771064758 (0.21266105771064758) | > loss_disc_real_2: 0.18300865590572357 (0.18300865590572357) | > loss_disc_real_3: 0.17147409915924072 (0.17147409915924072) | > loss_disc_real_4: 0.24918188154697418 (0.24918188154697418) | > loss_disc_real_5: 0.241868793964386 (0.241868793964386) | > loss_0: 2.1206746101379395 (2.1206746101379395) | > loss_gen: 2.707167863845825 (2.707167863845825) | > loss_kl: 2.855384588241577 (2.855384588241577) | > loss_feat: 6.804011344909668 (6.804011344909668) | > loss_mel: 19.23308753967285 (19.23308753967285) | > loss_duration: 2.4787018299102783 (2.4787018299102783) | > loss_1: 34.07835388183594 (34.07835388183594)  --> STEP: 2 | > loss_disc: 2.451871395111084 (2.2862730026245117) | > loss_disc_real_0: 0.1511792540550232 (0.13396736234426498) | > loss_disc_real_1: 0.263165146112442 (0.2379131019115448) | > loss_disc_real_2: 0.25599488615989685 (0.2195017710328102) | > loss_disc_real_3: 0.23579291999340057 (0.20363350957632065) | > loss_disc_real_4: 0.2867470383644104 (0.2679644599556923) | > loss_disc_real_5: 0.2634280323982239 (0.25264841318130493) | > loss_0: 2.451871395111084 (2.2862730026245117) | > loss_gen: 2.572406768798828 (2.6397873163223267) | > loss_kl: 2.598698616027832 (2.7270416021347046) | > loss_feat: 5.158453464508057 (5.981232404708862) | > loss_mel: 20.671401977539062 (19.952244758605957) | > loss_duration: 2.3821802139282227 (2.4304410219192505) | > loss_1: 33.383140563964844 (33.73074722290039)  --> STEP: 3 | > loss_disc: 2.348031997680664 (2.306859334309896) | > loss_disc_real_0: 0.0677834302186966 (0.11190605163574219) | > loss_disc_real_1: 0.16842631995677948 (0.21475084125995636) | > loss_disc_real_2: 0.19235099852085114 (0.21045151352882385) | > loss_disc_real_3: 0.219063863158226 (0.2087769607702891) | > loss_disc_real_4: 0.23372386395931244 (0.256550927956899) | > loss_disc_real_5: 0.24382756650447845 (0.2497081309556961) | > loss_0: 2.348031997680664 (2.306859334309896) | > loss_gen: 2.2293455600738525 (2.5029733975728354) | > loss_kl: 2.8425378799438477 (2.765540361404419) | > loss_feat: 5.868916034698486 (5.943793614705403) | > loss_mel: 18.16818618774414 (19.357558568318684) | > loss_duration: 2.2949752807617188 (2.3852857748667398) | > loss_1: 31.403961181640625 (32.955151875813804)  --> STEP: 4 | > loss_disc: 2.3561902046203613 (2.319192051887512) | > loss_disc_real_0: 0.07539868354797363 (0.10277920961380005) | > loss_disc_real_1: 0.2354840338230133 (0.2199341394007206) | > loss_disc_real_2: 0.2589386999607086 (0.22257331013679504) | > loss_disc_real_3: 0.24667014181613922 (0.21825025603175163) | > loss_disc_real_4: 0.25174325704574585 (0.2553490102291107) | > loss_disc_real_5: 0.26126521825790405 (0.2525974027812481) | > loss_0: 2.3561902046203613 (2.319192051887512) | > loss_gen: 2.439291477203369 (2.4870529174804688) | > loss_kl: 3.2018399238586426 (2.874615252017975) | > loss_feat: 6.3474860191345215 (6.044716715812683) | > loss_mel: 19.52342987060547 (19.39902639389038) | > loss_duration: 2.2755775451660156 (2.357858717441559) | > loss_1: 33.78762435913086 (33.163269996643066)  --> STEP: 5 | > loss_disc: 2.3754236698150635 (2.3304383754730225) | > loss_disc_real_0: 0.15907345712184906 (0.11403805911540985) | > loss_disc_real_1: 0.2712258994579315 (0.23019249141216278) | > loss_disc_real_2: 0.2342570573091507 (0.22491005957126617) | > loss_disc_real_3: 0.2849835157394409 (0.2315969079732895) | > loss_disc_real_4: 0.24660319089889526 (0.25359984636306765) | > loss_disc_real_5: 0.3069910407066345 (0.2634761303663254) | > loss_0: 2.3754236698150635 (2.3304383754730225) | > loss_gen: 2.666888952255249 (2.523020124435425) | > loss_kl: 2.8204376697540283 (2.8637797355651857) | > loss_feat: 5.108518123626709 (5.857476997375488) | > loss_mel: 18.603851318359375 (19.23999137878418) | > loss_duration: 2.424461841583252 (2.3711793422698975) | > loss_1: 31.624156951904297 (32.855447387695314)  --> STEP: 6 | > loss_disc: 2.4852652549743652 (2.356242855389913) | > loss_disc_real_0: 0.10997840017080307 (0.11336144929130872) | > loss_disc_real_1: 0.2744463384151459 (0.23756813257932663) | > loss_disc_real_2: 0.2837682366371155 (0.23471975574890772) | > loss_disc_real_3: 0.2792985439300537 (0.23954718063275018) | > loss_disc_real_4: 0.29701098799705505 (0.26083503663539886) | > loss_disc_real_5: 0.3010610342025757 (0.2697402810057004) | > loss_0: 2.4852652549743652 (2.356242855389913) | > loss_gen: 2.649160623550415 (2.54404354095459) | > loss_kl: 2.512645959854126 (2.8052574396133423) | > loss_feat: 6.461308479309082 (5.958115577697754) | > loss_mel: 18.394866943359375 (19.09913730621338) | > loss_duration: 2.115777015686035 (2.328612287839254) | > loss_1: 32.133758544921875 (32.73516591389974)  --> STEP: 7 | > loss_disc: 2.581728458404541 (2.3884550843920027) | > loss_disc_real_0: 0.15772923827171326 (0.11969970485993794) | > loss_disc_real_1: 0.23335734009742737 (0.23696659079619817) | > loss_disc_real_2: 0.22047889232635498 (0.23268534668854304) | > loss_disc_real_3: 0.2771717607975006 (0.24492212065628596) | > loss_disc_real_4: 0.3256785273551941 (0.2700983924525125) | > loss_disc_real_5: 0.3683144152164459 (0.28382230017866406) | > loss_0: 2.581728458404541 (2.3884550843920027) | > loss_gen: 2.482875108718872 (2.5353051934923445) | > loss_kl: 3.3976409435272217 (2.889883654458182) | > loss_feat: 4.577895164489746 (5.760941232953753) | > loss_mel: 16.705076217651367 (18.75712857927595) | > loss_duration: 2.5126991271972656 (2.3549104077475413) | > loss_1: 29.67618751525879 (32.298168999808176)  --> STEP: 8 | > loss_disc: 2.1372413635253906 (2.357053369283676) | > loss_disc_real_0: 0.1622721254825592 (0.1250212574377656) | > loss_disc_real_1: 0.2146814465522766 (0.23418094776570797) | > loss_disc_real_2: 0.20501649379730225 (0.22922674007713795) | > loss_disc_real_3: 0.19916509091854095 (0.23920249193906784) | > loss_disc_real_4: 0.14898283779621124 (0.2549589481204748) | > loss_disc_real_5: 0.14632441103458405 (0.26663506403565407) | > loss_0: 2.1372413635253906 (2.357053369283676) | > loss_gen: 2.6393353939056396 (2.5483089685440063) | > loss_kl: 3.1936426162719727 (2.927853524684906) | > loss_feat: 11.220002174377441 (6.443323850631714) | > loss_mel: 19.563013076782227 (18.857864141464233) | > loss_duration: 2.2355520725250244 (2.3399906158447266) | > loss_1: 38.85154724121094 (33.11734127998352)  --> STEP: 9 | > loss_disc: 2.6189568042755127 (2.3861537509494357) | > loss_disc_real_0: 0.28798508644104004 (0.14312834954924053) | > loss_disc_real_1: 0.233473539352417 (0.23410234683089787) | > loss_disc_real_2: 0.2781265676021576 (0.23466005424658457) | > loss_disc_real_3: 0.23655326664447784 (0.23890813357300228) | > loss_disc_real_4: 0.2493346929550171 (0.2543340308798684) | > loss_disc_real_5: 0.214106485247612 (0.26079855528142715) | > loss_0: 2.6189568042755127 (2.3861537509494357) | > loss_gen: 2.693984270095825 (2.5644951131608753) | > loss_kl: 2.094407558441162 (2.83524841732449) | > loss_feat: 10.354990005493164 (6.877953423394097) | > loss_mel: 19.435657501220703 (18.922063403659397) | > loss_duration: 2.135867118835449 (2.3173102272881403) | > loss_1: 36.714908599853516 (33.5170709821913)  --> STEP: 10 | > loss_disc: 2.8820791244506836 (2.4357462882995606) | > loss_disc_real_0: 0.20920103788375854 (0.14973561838269234) | > loss_disc_real_1: 0.2633111774921417 (0.23702322989702224) | > loss_disc_real_2: 0.33032700419425964 (0.24422674924135207) | > loss_disc_real_3: 0.279751718044281 (0.24299249202013015) | > loss_disc_real_4: 0.23729576170444489 (0.25263020396232605) | > loss_disc_real_5: 0.3854133188724518 (0.27326003164052964) | > loss_0: 2.8820791244506836 (2.4357462882995606) | > loss_gen: 2.479595422744751 (2.5560051441192626) | > loss_kl: 2.528554677963257 (2.8045790433883666) | > loss_feat: 5.911233901977539 (6.781281471252441) | > loss_mel: 14.9736909866333 (18.527226161956786) | > loss_duration: 2.306483745574951 (2.316227579116821) | > loss_1: 28.19955825805664 (32.98531970977783)  --> STEP: 11 | > loss_disc: 2.3173041343688965 (2.424978819760409) | > loss_disc_real_0: 0.14876306056976318 (0.1496472040360624) | > loss_disc_real_1: 0.25788021087646484 (0.2389193190769716) | > loss_disc_real_2: 0.18445880711078644 (0.23879329995675522) | > loss_disc_real_3: 0.23081433773040771 (0.24188538708470084) | > loss_disc_real_4: 0.23094995319843292 (0.2506592720746994) | > loss_disc_real_5: 0.20693336427211761 (0.26723033460703766) | > loss_0: 2.3173041343688965 (2.424978819760409) | > loss_gen: 2.5400331020355225 (2.5545531402934682) | > loss_kl: 3.0966763496398926 (2.831133343956687) | > loss_feat: 6.762521266937256 (6.779575998132879) | > loss_mel: 18.402950286865234 (18.51592835513028) | > loss_duration: 2.4572391510009766 (2.3290468129244717) | > loss_1: 33.259422302246094 (33.010238127274945)  --> STEP: 12 | > loss_disc: 2.269596576690674 (2.412030299504598) | > loss_disc_real_0: 0.0956595242023468 (0.1451482307165861) | > loss_disc_real_1: 0.2125876396894455 (0.2367250124613444) | > loss_disc_real_2: 0.2087433785200119 (0.2362891398370266) | > loss_disc_real_3: 0.2395506054162979 (0.24169082194566727) | > loss_disc_real_4: 0.24339593946933746 (0.2500539943575859) | > loss_disc_real_5: 0.2383131980895996 (0.2648205732305845) | > loss_0: 2.269596576690674 (2.412030299504598) | > loss_gen: 2.5267837047576904 (2.552239020665487) | > loss_kl: 2.654909610748291 (2.8164480328559875) | > loss_feat: 6.0518646240234375 (6.718933383623759) | > loss_mel: 18.252578735351562 (18.493982553482056) | > loss_duration: 2.2857065200805664 (2.3254351218541465) | > loss_1: 31.77184295654297 (32.90703852971395)  --> STEP: 13 | > loss_disc: 2.3351128101348877 (2.406113569553082) | > loss_disc_real_0: 0.15655146539211273 (0.14602540261470354) | > loss_disc_real_1: 0.21523071825504303 (0.23507160521470583) | > loss_disc_real_2: 0.2705295979976654 (0.2389230212339988) | > loss_disc_real_3: 0.23458805680274963 (0.24114445539621207) | > loss_disc_real_4: 0.26924169063568115 (0.2515299709943625) | > loss_disc_real_5: 0.22244051098823547 (0.26156056844271147) | > loss_0: 2.3351128101348877 (2.406113569553082) | > loss_gen: 2.5307726860046387 (2.550587764153114) | > loss_kl: 2.5854368209838867 (2.7986779396350565) | > loss_feat: 5.146903038024902 (6.598007972423847) | > loss_mel: 16.586938858032227 (18.3472868846013) | > loss_duration: 2.210125207901001 (2.316565128473135) | > loss_1: 29.060176849365234 (32.611126092764046)  --> STEP: 14 | > loss_disc: 2.4014899730682373 (2.405783312661307) | > loss_disc_real_0: 0.10567200183868408 (0.14314301684498787) | > loss_disc_real_1: 0.17514491081237793 (0.23079112704311097) | > loss_disc_real_2: 0.21675845980644226 (0.23733983827488764) | > loss_disc_real_3: 0.24405121803283691 (0.24135208129882812) | > loss_disc_real_4: 0.24717971682548523 (0.25121923855372835) | > loss_disc_real_5: 0.3400334417819977 (0.2671657736812319) | > loss_0: 2.4014899730682373 (2.405783312661307) | > loss_gen: 2.431391716003418 (2.54207376071385) | > loss_kl: 3.6792280673980713 (2.8615743773324147) | > loss_feat: 5.9814348220825195 (6.553967033113752) | > loss_mel: 19.622751235961914 (18.43839148112706) | > loss_duration: 2.333493709564209 (2.317774312836783) | > loss_1: 34.04829788208008 (32.713781220572336)  --> STEP: 15 | > loss_disc: 2.6406655311584473 (2.4214421272277833) | > loss_disc_real_0: 0.2267536222934723 (0.14871705720822018) | > loss_disc_real_1: 0.28725573420524597 (0.2345554341872533) | > loss_disc_real_2: 0.22139352560043335 (0.23627675076325735) | > loss_disc_real_3: 0.27120497822761536 (0.24334227442741393) | > loss_disc_real_4: 0.23600506782531738 (0.2502049605051676) | > loss_disc_real_5: 0.2034856528043747 (0.26292043228944145) | > loss_0: 2.6406655311584473 (2.4214421272277833) | > loss_gen: 2.3595409393310547 (2.529904905954997) | > loss_kl: 3.8287582397460938 (2.9260533014933268) | > loss_feat: 6.9034624099731445 (6.577266724904378) | > loss_mel: 18.094358444213867 (18.415455945332845) | > loss_duration: 2.331394672393799 (2.318682336807251) | > loss_1: 33.51751708984375 (32.7673636118571)  --> STEP: 16 | > loss_disc: 2.280536651611328 (2.4126355350017548) | > loss_disc_real_0: 0.20828960835933685 (0.15244034165516496) | > loss_disc_real_1: 0.22045138478279114 (0.23367393109947443) | > loss_disc_real_2: 0.27380436658859253 (0.2386222267523408) | > loss_disc_real_3: 0.22572432458400726 (0.24224115256220102) | > loss_disc_real_4: 0.21728427708148956 (0.24814741779118774) | > loss_disc_real_5: 0.22769670188426971 (0.2607189491391182) | > loss_0: 2.280536651611328 (2.4126355350017548) | > loss_gen: 2.993065118789673 (2.558852419257164) | > loss_kl: 2.6187427043914795 (2.9068463891744614) | > loss_feat: 8.02016830444336 (6.667448073625565) | > loss_mel: 17.41597557067871 (18.35298842191696) | > loss_duration: 2.3240466117858887 (2.319017603993416) | > loss_1: 33.37199783325195 (32.805153250694275)  --> STEP: 17 | > loss_disc: 2.386425495147705 (2.4110937679515168) | > loss_disc_real_0: 0.13332420587539673 (0.15131586307988448) | > loss_disc_real_1: 0.16349300742149353 (0.22954564147135792) | > loss_disc_real_2: 0.3206803798675537 (0.24344917693558862) | > loss_disc_real_3: 0.26865115761756897 (0.24379468227134032) | > loss_disc_real_4: 0.24179227650165558 (0.24777358595062704) | > loss_disc_real_5: 0.34266647696495056 (0.26553939195240245) | > loss_0: 2.386425495147705 (2.4110937679515168) | > loss_gen: 2.779329299926758 (2.571821647531846) | > loss_kl: 2.4171292781829834 (2.87803950029261) | > loss_feat: 6.049581050872803 (6.631102954640108) | > loss_mel: 17.57497787475586 (18.307223095613367) | > loss_duration: 2.4102203845977783 (2.3243824734407315) | > loss_1: 31.231237411499023 (32.71256996603573)  --> STEP: 18 | > loss_disc: 2.2407705783843994 (2.4016313685311212) | > loss_disc_real_0: 0.09194383025169373 (0.14801741681165165) | > loss_disc_real_1: 0.10767289996147156 (0.22277493360969755) | > loss_disc_real_2: 0.11077340692281723 (0.236078300823768) | > loss_disc_real_3: 0.19817599654197693 (0.24126031084193122) | > loss_disc_real_4: 0.1780073642730713 (0.2438976847463184) | > loss_disc_real_5: 0.1513178050518036 (0.2591937482357025) | > loss_0: 2.2407705783843994 (2.4016313685311212) | > loss_gen: 2.136167287826538 (2.5476186275482178) | > loss_kl: 2.3158507347106934 (2.8468067910936146) | > loss_feat: 10.381921768188477 (6.839481777615017) | > loss_mel: 18.527957916259766 (18.319486141204834) | > loss_duration: 2.2469029426574707 (2.3200780550638833) | > loss_1: 35.60879898071289 (32.87347157796224)  --> STEP: 19 | > loss_disc: 2.9046711921691895 (2.4281071487225985) | > loss_disc_real_0: 0.2452751249074936 (0.15313624355353808) | > loss_disc_real_1: 0.27348482608795166 (0.22544387531907936) | > loss_disc_real_2: 0.2696079611778259 (0.23784301978977104) | > loss_disc_real_3: 0.27535510063171387 (0.2430547734624461) | > loss_disc_real_4: 0.24537165462970734 (0.24397526210860201) | > loss_disc_real_5: 0.3467538058757782 (0.2638021723220223) | > loss_0: 2.9046711921691895 (2.4281071487225985) | > loss_gen: 2.0325446128845215 (2.5205094688817073) | > loss_kl: 2.0658838748931885 (2.8057055849778023) | > loss_feat: 4.276254177093506 (6.704575061798096) | > loss_mel: 13.418511390686035 (18.061540101703844) | > loss_duration: 2.2864022254943848 (2.318305642981278) | > loss_1: 24.07959747314453 (32.41063609876131)  --> STEP: 20 | > loss_disc: 2.3995676040649414 (2.4266801714897155) | > loss_disc_real_0: 0.12395565211772919 (0.15167721398174763) | > loss_disc_real_1: 0.17847894132137299 (0.22309562861919402) | > loss_disc_real_2: 0.2866612374782562 (0.2402839306741953) | > loss_disc_real_3: 0.308181494474411 (0.24631110951304436) | > loss_disc_real_4: 0.2561608552932739 (0.24458454176783562) | > loss_disc_real_5: 0.25904637575149536 (0.26356438249349595) | > loss_0: 2.3995676040649414 (2.4266801714897155) | > loss_gen: 2.5017712116241455 (2.5195725560188293) | > loss_kl: 2.348862886428833 (2.782863450050354) | > loss_feat: 6.627141952514648 (6.700703406333924) | > loss_mel: 19.637041091918945 (18.1403151512146) | > loss_duration: 2.282524585723877 (2.316516590118408) | > loss_1: 33.397342681884766 (32.45997142791748)  --> STEP: 21 | > loss_disc: 2.471543788909912 (2.4288165342240107) | > loss_disc_real_0: 0.19228515028953552 (0.15361092523449943) | > loss_disc_real_1: 0.29989561438560486 (0.22675277079854692) | > loss_disc_real_2: 0.3415825068950653 (0.2451076723989986) | > loss_disc_real_3: 0.280806303024292 (0.2479537377754847) | > loss_disc_real_4: 0.21707122027873993 (0.2432743836016882) | > loss_disc_real_5: 0.18932269513607025 (0.26002906404790427) | > loss_0: 2.471543788909912 (2.4288165342240107) | > loss_gen: 2.6061794757843018 (2.5236966950552806) | > loss_kl: 2.664994955062866 (2.777250664574759) | > loss_feat: 4.542966842651367 (6.597954046158564) | > loss_mel: 16.202259063720703 (18.04802676609584) | > loss_duration: 2.106472969055176 (2.3065145129249207) | > loss_1: 28.122875213623047 (32.2534430367606)  --> STEP: 22 | > loss_disc: 2.426149368286133 (2.4286952994086524) | > loss_disc_real_0: 0.2045706808567047 (0.15592727776278148) | > loss_disc_real_1: 0.296334832906723 (0.22991559180346402) | > loss_disc_real_2: 0.2095355987548828 (0.24349075996062972) | > loss_disc_real_3: 0.17722757160663605 (0.24473891204053705) | > loss_disc_real_4: 0.2325507551431656 (0.24278694594448263) | > loss_disc_real_5: 0.23478776216506958 (0.25888173214413907) | > loss_0: 2.426149368286133 (2.4286952994086524) | > loss_gen: 2.755499839782715 (2.5342332016338003) | > loss_kl: 2.0651583671569824 (2.744882832873951) | > loss_feat: 6.992151260375977 (6.615872101350264) | > loss_mel: 18.354419708251953 (18.061953718012028) | > loss_duration: 2.1883580684661865 (2.3011437654495235) | > loss_1: 32.355587005615234 (32.25808594443581)  --> STEP: 23 | > loss_disc: 2.637211322784424 (2.4377612134684683) | > loss_disc_real_0: 0.19721707701683044 (0.157722486426001) | > loss_disc_real_1: 0.2643115222454071 (0.23141106704007025) | > loss_disc_real_2: 0.24899247288703918 (0.2437299648704736) | > loss_disc_real_3: 0.288148432970047 (0.24662628251573313) | > loss_disc_real_4: 0.29599958658218384 (0.24510053901568704) | > loss_disc_real_5: 0.29964712262153625 (0.260654140425765) | > loss_0: 2.637211322784424 (2.4377612134684683) | > loss_gen: 2.6118175983428955 (2.537606436273326) | > loss_kl: 2.318403482437134 (2.7263402524201767) | > loss_feat: 5.446829319000244 (6.565044154291567) | > loss_mel: 17.523651123046875 (18.038549257361367) | > loss_duration: 2.2772674560546875 (2.3001056650410523) | > loss_1: 30.177968978881836 (32.16764607636825)  --> STEP: 24 | > loss_disc: 2.2490739822387695 (2.429899245500564) | > loss_disc_real_0: 0.1302131563425064 (0.15657626433918873) | > loss_disc_real_1: 0.2361242026090622 (0.23160744768877825) | > loss_disc_real_2: 0.17837242782115936 (0.24100673416008553) | > loss_disc_real_3: 0.20972704887390137 (0.24508881444732347) | > loss_disc_real_4: 0.16959364712238312 (0.2419544185201327) | > loss_disc_real_5: 0.24992379546165466 (0.2602070427189271) | > loss_0: 2.2490739822387695 (2.429899245500564) | > loss_gen: 2.575772285461426 (2.5391966799894967) | > loss_kl: 2.5670201778411865 (2.7197019159793854) | > loss_feat: 7.372721195220947 (6.598697364330292) | > loss_mel: 18.068695068359375 (18.03980533281962) | > loss_duration: 2.4263100624084473 (2.305364181598027) | > loss_1: 33.010520935058594 (32.20276586214701)  --> STEP: 25 | > loss_disc: 2.507006883621216 (2.43298355102539) | > loss_disc_real_0: 0.12060189992189407 (0.15513728976249694) | > loss_disc_real_1: 0.2699205279350281 (0.23313997089862823) | > loss_disc_real_2: 0.24276113510131836 (0.24107691019773483) | > loss_disc_real_3: 0.23131383955478668 (0.244537815451622) | > loss_disc_real_4: 0.26529619097709656 (0.24288808941841125) | > loss_disc_real_5: 0.29229453206062317 (0.2614905422925949) | > loss_0: 2.507006883621216 (2.43298355102539) | > loss_gen: 2.3673877716064453 (2.5323243236541746) | > loss_kl: 2.8557493686676025 (2.725143814086914) | > loss_feat: 6.013957977294922 (6.575307788848877) | > loss_mel: 12.767801284790039 (17.828925170898437) | > loss_duration: 2.361584186553955 (2.307612981796264) | > loss_1: 26.366479873657227 (31.96931442260742)  --> STEP: 26 | > loss_disc: 2.241029977798462 (2.4256007212858925) | > loss_disc_real_0: 0.0744500607252121 (0.15203393479952443) | > loss_disc_real_1: 0.18700039386749268 (0.2313653717820461) | > loss_disc_real_2: 0.08650632947683334 (0.23513188786231554) | > loss_disc_real_3: 0.1862744241952896 (0.24229691578791693) | > loss_disc_real_4: 0.2188582718372345 (0.24196386566528907) | > loss_disc_real_5: 0.12745212018489838 (0.25633521836537576) | > loss_0: 2.241029977798462 (2.4256007212858925) | > loss_gen: 2.2190027236938477 (2.52027349288647) | > loss_kl: 2.1152255535125732 (2.7016854194494395) | > loss_feat: 14.242976188659668 (6.870218111918523) | > loss_mel: 21.035158157348633 (17.952241824223446) | > loss_duration: 2.2603883743286133 (2.3057966507398158) | > loss_1: 41.87274932861328 (32.35021576514611) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024026357210599463 (-6.678471198448728e-05) | > avg_loss_disc: 2.4256007212858925 (-0.060194198901837304) | > avg_loss_disc_real_0: 0.15203393479952443 (+0.0010577978996129944) | > avg_loss_disc_real_1: 0.2313653717820461 (-0.06852223380253866) | > avg_loss_disc_real_2: 0.23513188786231554 (+0.01082882055869469) | > avg_loss_disc_real_3: 0.24229691578791693 (-0.020254646356289124) | > avg_loss_disc_real_4: 0.24196386566528907 (-0.0011945441365242004) | > avg_loss_disc_real_5: 0.25633521836537576 (+0.05510103072111419) | > avg_loss_0: 2.4256007212858925 (-0.060194198901837304) | > avg_loss_gen: 2.52027349288647 (+0.010398681347186578) | > avg_loss_kl: 2.7016854194494395 (-0.05375094597156238) | > avg_loss_feat: 6.870218111918523 (-0.454695188082181) | > avg_loss_mel: 17.952241824223446 (-0.3157563209533656) | > avg_loss_duration: 2.3057966507398158 (-0.01882988672990127) | > avg_loss_1: 32.35021576514611 (-0.8326335320105827)  > EPOCH: 511/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:38:36)   --> TIME: 2024-06-11 13:38:44 -- STEP: 19/330 -- GLOBAL_STEP: 256650 | > loss_disc: 2.3380236625671387 (2.3259870504078113) | > loss_disc_real_0: 0.11658814549446106 (0.10145623942739085) | > loss_disc_real_1: 0.20354585349559784 (0.1960724623579728) | > loss_disc_real_2: 0.1979103833436966 (0.2076991341615978) | > loss_disc_real_3: 0.21304650604724884 (0.22876096007071042) | > loss_disc_real_4: 0.19679830968379974 (0.22827730210203873) | > loss_disc_real_5: 0.2145952731370926 (0.22734767512271278) | > loss_0: 2.3380236625671387 (2.3259870504078113) | > grad_norm_0: tensor(7.9622, device='cuda:0') (tensor(8.0117, device='cuda:0')) | > loss_gen: 2.5347907543182373 (2.483427348889803) | > loss_kl: 1.7355358600616455 (1.9150703706239398) | > loss_feat: 7.461857318878174 (6.851572162226627) | > loss_mel: 17.943811416625977 (17.99163165845369) | > loss_duration: 2.0141422748565674 (2.097808411246852) | > loss_1: 31.69013786315918 (31.339509863602487) | > grad_norm_1: tensor(123.3638, device='cuda:0') (tensor(106.1007, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3431 (0.35741955355594035) | > loader_time: 0.0031 (0.0031066317307321648)  --> TIME: 2024-06-11 13:38:53 -- STEP: 44/330 -- GLOBAL_STEP: 256675 | > loss_disc: 2.3871335983276367 (2.3387217575853523) | > loss_disc_real_0: 0.08884823322296143 (0.10890181887556206) | > loss_disc_real_1: 0.22121432423591614 (0.19850644706325096) | > loss_disc_real_2: 0.23305191099643707 (0.2098131220449101) | > loss_disc_real_3: 0.23018650710582733 (0.22972505268725482) | > loss_disc_real_4: 0.23623080551624298 (0.22921356999061324) | > loss_disc_real_5: 0.23350946605205536 (0.22262307290326466) | > loss_0: 2.3871335983276367 (2.3387217575853523) | > grad_norm_0: tensor(9.6218, device='cuda:0') (tensor(8.9082, device='cuda:0')) | > loss_gen: 2.4322807788848877 (2.4833841432224624) | > loss_kl: 1.7332388162612915 (1.9196917793967507) | > loss_feat: 8.312609672546387 (6.960901888934049) | > loss_mel: 18.36711883544922 (17.901973941109393) | > loss_duration: 1.9409689903259277 (2.0393055487762806) | > loss_1: 32.786216735839844 (31.305257320404053) | > grad_norm_1: tensor(89.6712, device='cuda:0') (tensor(94.0578, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3627 (0.3580290404233066) | > loader_time: 0.0034 (0.0032194852828979492)  --> TIME: 2024-06-11 13:39:02 -- STEP: 69/330 -- GLOBAL_STEP: 256700 | > loss_disc: 2.443161964416504 (2.356921437857807) | > loss_disc_real_0: 0.11220046877861023 (0.11048234804816869) | > loss_disc_real_1: 0.1890392303466797 (0.1986560940310575) | > loss_disc_real_2: 0.20909135043621063 (0.21057504221149112) | > loss_disc_real_3: 0.2528526782989502 (0.23019699795522552) | > loss_disc_real_4: 0.2216925173997879 (0.22875223298003708) | > loss_disc_real_5: 0.2073899656534195 (0.22315518838771875) | > loss_0: 2.443161964416504 (2.356921437857807) | > grad_norm_0: tensor(11.7629, device='cuda:0') (tensor(9.3895, device='cuda:0')) | > loss_gen: 2.414445638656616 (2.46876269147016) | > loss_kl: 1.8910640478134155 (1.921699729518614) | > loss_feat: 7.303682804107666 (6.963058478590371) | > loss_mel: 17.4254093170166 (17.85090233623117) | > loss_duration: 1.961408019065857 (2.021570805190267) | > loss_1: 30.996009826660156 (31.22599388896555) | > grad_norm_1: tensor(175.4436, device='cuda:0') (tensor(100.1817, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3587 (0.3594237583270971) | > loader_time: 0.0037 (0.0033754680467688518)  --> TIME: 2024-06-11 13:39:11 -- STEP: 94/330 -- GLOBAL_STEP: 256725 | > loss_disc: 2.3811659812927246 (2.3534601698530464) | > loss_disc_real_0: 0.14027149975299835 (0.11151269759903563) | > loss_disc_real_1: 0.18834881484508514 (0.19792859494052034) | > loss_disc_real_2: 0.2114591896533966 (0.20967048771203833) | > loss_disc_real_3: 0.2093387246131897 (0.22909524941698034) | > loss_disc_real_4: 0.21076616644859314 (0.2317421726406889) | > loss_disc_real_5: 0.21634529531002045 (0.22316020663748395) | > loss_0: 2.3811659812927246 (2.3534601698530464) | > grad_norm_0: tensor(5.7818, device='cuda:0') (tensor(9.4238, device='cuda:0')) | > loss_gen: 2.54339337348938 (2.484074265398877) | > loss_kl: 2.152649164199829 (1.9153069879146332) | > loss_feat: 7.287604808807373 (7.002273767552477) | > loss_mel: 18.471059799194336 (17.781004499881828) | > loss_duration: 2.0206899642944336 (2.016756311376045) | > loss_1: 32.475399017333984 (31.199415856219353) | > grad_norm_1: tensor(120.8045, device='cuda:0') (tensor(105.5546, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3557 (0.36043825808991775) | > loader_time: 0.0038 (0.0034922995465867064)  --> TIME: 2024-06-11 13:39:21 -- STEP: 119/330 -- GLOBAL_STEP: 256750 | > loss_disc: 2.2965798377990723 (2.360798008301678) | > loss_disc_real_0: 0.12946686148643494 (0.11354674906039439) | > loss_disc_real_1: 0.2220136821269989 (0.19867242334269675) | > loss_disc_real_2: 0.23724821209907532 (0.21114611926199006) | > loss_disc_real_3: 0.2106793075799942 (0.22986564804025056) | > loss_disc_real_4: 0.20809468626976013 (0.23113060448350026) | > loss_disc_real_5: 0.21254047751426697 (0.22322596910120057) | > loss_0: 2.2965798377990723 (2.360798008301678) | > grad_norm_0: tensor(9.8855, device='cuda:0') (tensor(9.4049, device='cuda:0')) | > loss_gen: 2.5631494522094727 (2.480588337954353) | > loss_kl: 1.847561001777649 (1.9172277340368062) | > loss_feat: 7.685510158538818 (7.019011886179948) | > loss_mel: 17.55954933166504 (17.8109373044567) | > loss_duration: 2.0018444061279297 (2.016241011499358) | > loss_1: 31.65761375427246 (31.244006309188716) | > grad_norm_1: tensor(99.8017, device='cuda:0') (tensor(106.0634, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3995 (0.3660118940497647) | > loader_time: 0.0048 (0.0036789629639697678)  --> TIME: 2024-06-11 13:39:32 -- STEP: 144/330 -- GLOBAL_STEP: 256775 | > loss_disc: 2.3374955654144287 (2.363162284096081) | > loss_disc_real_0: 0.10391918569803238 (0.11456935925202237) | > loss_disc_real_1: 0.2261136770248413 (0.1989841213863757) | > loss_disc_real_2: 0.21729929745197296 (0.2117702674327625) | > loss_disc_real_3: 0.2315511852502823 (0.22975613425175348) | > loss_disc_real_4: 0.21864348649978638 (0.23114763293415308) | > loss_disc_real_5: 0.2355852872133255 (0.22268511520491707) | > loss_0: 2.3374955654144287 (2.363162284096081) | > grad_norm_0: tensor(36.7813, device='cuda:0') (tensor(10.9375, device='cuda:0')) | > loss_gen: 2.618359088897705 (2.480399105283949) | > loss_kl: 2.017406702041626 (1.920953011347188) | > loss_feat: 7.653177738189697 (7.03479082054562) | > loss_mel: 17.685691833496094 (17.82165222697789) | > loss_duration: 2.0010154247283936 (2.0202018436458378) | > loss_1: 31.975650787353516 (31.27799705664317) | > grad_norm_1: tensor(365.1871, device='cuda:0') (tensor(121.4401, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.4012 (0.37316835588879055) | > loader_time: 0.0046 (0.003801584243774414)  --> TIME: 2024-06-11 13:39:42 -- STEP: 169/330 -- GLOBAL_STEP: 256800 | > loss_disc: 2.1879942417144775 (2.358282629554793) | > loss_disc_real_0: 0.07455092668533325 (0.1151178869799044) | > loss_disc_real_1: 0.17563648521900177 (0.1990405172109603) | > loss_disc_real_2: 0.2052711844444275 (0.2111135508710816) | > loss_disc_real_3: 0.2080320566892624 (0.22954036189606908) | > loss_disc_real_4: 0.2211424708366394 (0.23055374807507328) | > loss_disc_real_5: 0.20691080391407013 (0.22182306550310912) | > loss_0: 2.1879942417144775 (2.358282629554793) | > grad_norm_0: tensor(9.5698, device='cuda:0') (tensor(12.9813, device='cuda:0')) | > loss_gen: 2.804933547973633 (2.4853429526266955) | > loss_kl: 1.9824519157409668 (1.9281788295542701) | > loss_feat: 8.047830581665039 (7.048670255220854) | > loss_mel: 17.338167190551758 (17.804692770602436) | > loss_duration: 2.075289487838745 (2.0243889721187607) | > loss_1: 32.24867248535156 (31.291273737800193) | > grad_norm_1: tensor(327.9240, device='cuda:0') (tensor(141.0529, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3904 (0.37629785622365375) | > loader_time: 0.0042 (0.003905331594704171)  --> TIME: 2024-06-11 13:39:52 -- STEP: 194/330 -- GLOBAL_STEP: 256825 | > loss_disc: 2.3352737426757812 (2.3597176578856005) | > loss_disc_real_0: 0.1412658989429474 (0.11476928625524659) | > loss_disc_real_1: 0.17585033178329468 (0.19908873967288687) | > loss_disc_real_2: 0.21525773406028748 (0.21181447273984397) | > loss_disc_real_3: 0.24555402994155884 (0.22999191983151682) | > loss_disc_real_4: 0.2542792558670044 (0.23072180305559611) | > loss_disc_real_5: 0.20883573591709137 (0.22211246645634936) | > loss_0: 2.3352737426757812 (2.3597176578856005) | > grad_norm_0: tensor(68.2402, device='cuda:0') (tensor(15.1814, device='cuda:0')) | > loss_gen: 2.4309298992156982 (2.495429902961572) | > loss_kl: 2.029681921005249 (1.935395584892981) | > loss_feat: 7.076169490814209 (7.078886243485913) | > loss_mel: 17.968101501464844 (17.811707703108635) | > loss_duration: 2.0533878803253174 (2.03126402675491) | > loss_1: 31.558269500732422 (31.352683450757844) | > grad_norm_1: tensor(298.6357, device='cuda:0') (tensor(168.8812, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.3905 (0.37760839880127267) | > loader_time: 0.0053 (0.0040132446387379445)  --> TIME: 2024-06-11 13:40:02 -- STEP: 219/330 -- GLOBAL_STEP: 256850 | > loss_disc: 2.2687928676605225 (2.3589789203312845) | > loss_disc_real_0: 0.09092088043689728 (0.11419919054938234) | > loss_disc_real_1: 0.20045864582061768 (0.19908225223354) | > loss_disc_real_2: 0.25860336422920227 (0.21225135559088562) | > loss_disc_real_3: 0.24779005348682404 (0.22999965334863967) | > loss_disc_real_4: 0.2776069641113281 (0.23046203876194887) | > loss_disc_real_5: 0.23976154625415802 (0.22247036264095132) | > loss_0: 2.2687928676605225 (2.3589789203312845) | > grad_norm_0: tensor(49.8054, device='cuda:0') (tensor(17.9466, device='cuda:0')) | > loss_gen: 2.5698816776275635 (2.505252317750834) | > loss_kl: 2.0350706577301025 (1.9405039135179563) | > loss_feat: 7.737317085266113 (7.097006031367332) | > loss_mel: 17.630483627319336 (17.762334301047133) | > loss_duration: 2.100039005279541 (2.0382770517645343) | > loss_1: 32.072792053222656 (31.343373572989687) | > grad_norm_1: tensor(455.7981, device='cuda:0') (tensor(192.1768, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.4049 (0.3800463436945388) | > loader_time: 0.0052 (0.0041200853373906405)  --> TIME: 2024-06-11 13:40:12 -- STEP: 244/330 -- GLOBAL_STEP: 256875 | > loss_disc: 2.355764389038086 (2.363901446100141) | > loss_disc_real_0: 0.1586378514766693 (0.11830809226900828) | > loss_disc_real_1: 0.2518346607685089 (0.1993447627689017) | > loss_disc_real_2: 0.2049669772386551 (0.21189214246439153) | > loss_disc_real_3: 0.24763749539852142 (0.23004589907702852) | > loss_disc_real_4: 0.2529263198375702 (0.22930902975504516) | > loss_disc_real_5: 0.2358696013689041 (0.22221251680958468) | > loss_0: 2.355764389038086 (2.363901446100141) | > grad_norm_0: tensor(12.9522, device='cuda:0') (tensor(21.3084, device='cuda:0')) | > loss_gen: 2.480675458908081 (2.5042267383122043) | > loss_kl: 1.950451135635376 (1.9414864465838573) | > loss_feat: 7.272226333618164 (7.092793407987376) | > loss_mel: 17.52936553955078 (17.733769956182268) | > loss_duration: 2.0674469470977783 (2.0468933997584164) | > loss_1: 31.3001651763916 (31.319169912181916) | > grad_norm_1: tensor(272.2953, device='cuda:0') (tensor(213.0685, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.4477 (0.3835048548510817) | > loader_time: 0.0057 (0.0042457863932750285)  --> TIME: 2024-06-11 13:40:24 -- STEP: 269/330 -- GLOBAL_STEP: 256900 | > loss_disc: 2.3218395709991455 (2.3655198435801115) | > loss_disc_real_0: 0.11122569441795349 (0.11867733543468674) | > loss_disc_real_1: 0.21556445956230164 (0.20028215480559816) | > loss_disc_real_2: 0.19097141921520233 (0.2121919446718294) | > loss_disc_real_3: 0.18500788509845734 (0.23006818069622859) | > loss_disc_real_4: 0.22136805951595306 (0.22923154408825375) | > loss_disc_real_5: 0.22365650534629822 (0.22213725296981274) | > loss_0: 2.3218395709991455 (2.3655198435801115) | > grad_norm_0: tensor(24.7842, device='cuda:0') (tensor(21.4289, device='cuda:0')) | > loss_gen: 2.520002841949463 (2.500394061595533) | > loss_kl: 1.950730562210083 (1.944316857809471) | > loss_feat: 7.224056720733643 (7.088482101610602) | > loss_mel: 17.156883239746094 (17.6925511696968) | > loss_duration: 2.151435375213623 (2.054684139538875) | > loss_1: 31.003108978271484 (31.280428315627088) | > grad_norm_1: tensor(396.6243, device='cuda:0') (tensor(218.2032, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.4388 (0.3885875785217852) | > loader_time: 0.0061 (0.004417996424281465)  --> TIME: 2024-06-11 13:40:35 -- STEP: 294/330 -- GLOBAL_STEP: 256925 | > loss_disc: 2.3732845783233643 (2.366062364610685) | > loss_disc_real_0: 0.0991302877664566 (0.11919369495340756) | > loss_disc_real_1: 0.17058971524238586 (0.20037986490191234) | > loss_disc_real_2: 0.196262925863266 (0.2121086923443541) | > loss_disc_real_3: 0.21592409908771515 (0.23020622108866567) | > loss_disc_real_4: 0.22051970660686493 (0.22935320300107098) | > loss_disc_real_5: 0.22029580175876617 (0.22196684407741846) | > loss_0: 2.3732845783233643 (2.366062364610685) | > grad_norm_0: tensor(26.4939, device='cuda:0') (tensor(21.9144, device='cuda:0')) | > loss_gen: 2.5090742111206055 (2.4961816388733515) | > loss_kl: 2.0278377532958984 (1.9445937669196096) | > loss_feat: 7.777060508728027 (7.095674026580084) | > loss_mel: 16.716201782226562 (17.63243175039487) | > loss_duration: 2.2129366397857666 (2.0641535557046233) | > loss_1: 31.24311065673828 (31.233034704818206) | > grad_norm_1: tensor(327.0247, device='cuda:0') (tensor(225.7621, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.4645 (0.3945083301894518) | > loader_time: 0.0076 (0.004592906861078173)  --> TIME: 2024-06-11 13:40:48 -- STEP: 319/330 -- GLOBAL_STEP: 256950 | > loss_disc: 2.4399044513702393 (2.365467489326262) | > loss_disc_real_0: 0.2098855972290039 (0.12039161552923226) | > loss_disc_real_1: 0.181375190615654 (0.20061091363990557) | > loss_disc_real_2: 0.22727367281913757 (0.21195622736757452) | > loss_disc_real_3: 0.22675961256027222 (0.229751490173295) | > loss_disc_real_4: 0.26339855790138245 (0.2293568393186342) | > loss_disc_real_5: 0.2552122175693512 (0.2220584438138621) | > loss_0: 2.4399044513702393 (2.365467489326262) | > grad_norm_0: tensor(73.9657, device='cuda:0') (tensor(23.4944, device='cuda:0')) | > loss_gen: 2.421354293823242 (2.4970138364451033) | > loss_kl: 1.9136306047439575 (1.9476264819829816) | > loss_feat: 7.9603271484375 (7.121864728419385) | > loss_mel: 17.366670608520508 (17.59987780890869) | > loss_duration: 2.246727466583252 (2.077771601258401) | > loss_1: 31.908708572387695 (31.24415440693918) | > grad_norm_1: tensor(502.9504, device='cuda:0') (tensor(241.3193, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.5321 (0.40399341897157304) | > loader_time: 0.0083 (0.0048152966932816935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5064549446105957 (2.5064549446105957) | > loss_disc_real_0: 0.1689421385526657 (0.1689421385526657) | > loss_disc_real_1: 0.1846528798341751 (0.1846528798341751) | > loss_disc_real_2: 0.3183194100856781 (0.3183194100856781) | > loss_disc_real_3: 0.2981416881084442 (0.2981416881084442) | > loss_disc_real_4: 0.28486359119415283 (0.28486359119415283) | > loss_disc_real_5: 0.32000359892845154 (0.32000359892845154) | > loss_0: 2.5064549446105957 (2.5064549446105957) | > loss_gen: 2.9128987789154053 (2.9128987789154053) | > loss_kl: 2.6118741035461426 (2.6118741035461426) | > loss_feat: 7.249722957611084 (7.249722957611084) | > loss_mel: 16.736631393432617 (16.736631393432617) | > loss_duration: 2.973228931427002 (2.973228931427002) | > loss_1: 32.48435592651367 (32.48435592651367)  --> STEP: 1 | > loss_disc: 2.5378713607788086 (2.5378713607788086) | > loss_disc_real_0: 0.12205885350704193 (0.12205885350704193) | > loss_disc_real_1: 0.17751821875572205 (0.17751821875572205) | > loss_disc_real_2: 0.20650318264961243 (0.20650318264961243) | > loss_disc_real_3: 0.22521615028381348 (0.22521615028381348) | > loss_disc_real_4: 0.2859565019607544 (0.2859565019607544) | > loss_disc_real_5: 0.2783246636390686 (0.2783246636390686) | > loss_0: 2.5378713607788086 (2.5378713607788086) | > loss_gen: 2.058405637741089 (2.058405637741089) | > loss_kl: 2.414405107498169 (2.414405107498169) | > loss_feat: 5.114083290100098 (5.114083290100098) | > loss_mel: 15.95973014831543 (15.95973014831543) | > loss_duration: 2.432805061340332 (2.432805061340332) | > loss_1: 27.979427337646484 (27.979427337646484)  --> STEP: 2 | > loss_disc: 2.5853078365325928 (2.5615895986557007) | > loss_disc_real_0: 0.0783005803823471 (0.10017971694469452) | > loss_disc_real_1: 0.2029520571231842 (0.19023513793945312) | > loss_disc_real_2: 0.23677867650985718 (0.2216409295797348) | > loss_disc_real_3: 0.26684874296188354 (0.2460324466228485) | > loss_disc_real_4: 0.20699210464954376 (0.24647430330514908) | > loss_disc_real_5: 0.2618511915206909 (0.27008792757987976) | > loss_0: 2.5853078365325928 (2.5615895986557007) | > loss_gen: 2.026723623275757 (2.042564630508423) | > loss_kl: 3.0489118099212646 (2.731658458709717) | > loss_feat: 5.15488338470459 (5.134483337402344) | > loss_mel: 19.829652786254883 (17.894691467285156) | > loss_duration: 2.4606261253356934 (2.4467155933380127) | > loss_1: 32.52079772949219 (30.250112533569336)  --> STEP: 3 | > loss_disc: 2.4517133235931396 (2.524964173634847) | > loss_disc_real_0: 0.09949098527431488 (0.09995013972123463) | > loss_disc_real_1: 0.21252460777759552 (0.19766496121883392) | > loss_disc_real_2: 0.19567398726940155 (0.21298528214295706) | > loss_disc_real_3: 0.22475653886795044 (0.23894047737121582) | > loss_disc_real_4: 0.2186717391014099 (0.23720678190390268) | > loss_disc_real_5: 0.21273033320903778 (0.25096872945626575) | > loss_0: 2.4517133235931396 (2.524964173634847) | > loss_gen: 2.021070957183838 (2.035400072733561) | > loss_kl: 3.2901062965393066 (2.9178077379862466) | > loss_feat: 5.598006725311279 (5.288991133371989) | > loss_mel: 18.6529483795166 (18.147443771362305) | > loss_duration: 2.2824320793151855 (2.3919544219970703) | > loss_1: 31.84456443786621 (30.781596501668293)  --> STEP: 4 | > loss_disc: 2.412458896636963 (2.496837854385376) | > loss_disc_real_0: 0.11727432906627655 (0.10428118705749512) | > loss_disc_real_1: 0.1787136346101761 (0.19292712956666946) | > loss_disc_real_2: 0.2256925255060196 (0.2161620929837227) | > loss_disc_real_3: 0.21987079083919525 (0.23417305573821068) | > loss_disc_real_4: 0.21938106417655945 (0.23275035247206688) | > loss_disc_real_5: 0.15193229913711548 (0.2262096218764782) | > loss_0: 2.412458896636963 (2.496837854385376) | > loss_gen: 2.1342148780822754 (2.0601037740707397) | > loss_kl: 3.7473807334899902 (3.1252009868621826) | > loss_feat: 7.680866718292236 (5.886960029602051) | > loss_mel: 18.87704849243164 (18.32984495162964) | > loss_duration: 2.3066160678863525 (2.370619833469391) | > loss_1: 34.74612808227539 (31.77272939682007)  --> STEP: 5 | > loss_disc: 2.2977569103240967 (2.4570216655731203) | > loss_disc_real_0: 0.10205719619989395 (0.10383638888597488) | > loss_disc_real_1: 0.19349786639213562 (0.1930412769317627) | > loss_disc_real_2: 0.26836955547332764 (0.22660358548164367) | > loss_disc_real_3: 0.20541363954544067 (0.22842117249965668) | > loss_disc_real_4: 0.27907508611679077 (0.24201529920101167) | > loss_disc_real_5: 0.25870195031166077 (0.23270808756351472) | > loss_0: 2.2977569103240967 (2.4570216655731203) | > loss_gen: 2.345383644104004 (2.1171597480773925) | > loss_kl: 2.769970178604126 (3.0541548252105715) | > loss_feat: 5.4594316482543945 (5.801454353332519) | > loss_mel: 18.523027420043945 (18.3684814453125) | > loss_duration: 2.3678693771362305 (2.370069742202759) | > loss_1: 31.465682983398438 (31.71132011413574)  --> STEP: 6 | > loss_disc: 2.1853153705596924 (2.4117372830708823) | > loss_disc_real_0: 0.05820644274353981 (0.09623139786223571) | > loss_disc_real_1: 0.14732012152671814 (0.18542108436425528) | > loss_disc_real_2: 0.2603670358657837 (0.23223082721233368) | > loss_disc_real_3: 0.28932949900627136 (0.23857256025075912) | > loss_disc_real_4: 0.22996054589748383 (0.24000617365042368) | > loss_disc_real_5: 0.192755326628685 (0.22604929407437643) | > loss_0: 2.1853153705596924 (2.4117372830708823) | > loss_gen: 2.4589407444000244 (2.174123247464498) | > loss_kl: 2.3368265628814697 (2.9346001148223877) | > loss_feat: 5.966745853424072 (5.829002936681111) | > loss_mel: 17.97286033630371 (18.302544593811035) | > loss_duration: 2.169095754623413 (2.336574077606201) | > loss_1: 30.904468536376953 (31.576844851175945)  --> STEP: 7 | > loss_disc: 2.650742769241333 (2.4458809239523753) | > loss_disc_real_0: 0.07429563999176025 (0.0930977181664535) | > loss_disc_real_1: 0.23441199958324432 (0.19241978653839656) | > loss_disc_real_2: 0.24863120913505554 (0.23457373891557967) | > loss_disc_real_3: 0.2567911744117737 (0.24117521941661835) | > loss_disc_real_4: 0.24002376198768616 (0.2400086862700326) | > loss_disc_real_5: 0.2188185602426529 (0.22501633209841593) | > loss_0: 2.650742769241333 (2.4458809239523753) | > loss_gen: 1.9521409273147583 (2.1424114874431064) | > loss_kl: 3.740180015563965 (3.0496829577854703) | > loss_feat: 5.8857808113098145 (5.8371140616280695) | > loss_mel: 20.060937881469727 (18.553743634905135) | > loss_duration: 2.536987781524658 (2.3652046067374095) | > loss_1: 34.176029205322266 (31.948156901768275)  --> STEP: 8 | > loss_disc: 2.592505693435669 (2.464209020137787) | > loss_disc_real_0: 0.1411217600107193 (0.09910072339698672) | > loss_disc_real_1: 0.17026816308498383 (0.18965083360671997) | > loss_disc_real_2: 0.1799091398715973 (0.22774066403508186) | > loss_disc_real_3: 0.16811461746692657 (0.23204264417290688) | > loss_disc_real_4: 0.18517906963825226 (0.23315498419106007) | > loss_disc_real_5: 0.20174583792686462 (0.222107520326972) | > loss_0: 2.592505693435669 (2.464209020137787) | > loss_gen: 1.8521602153778076 (2.106130078434944) | > loss_kl: 3.30182147026062 (3.081200271844864) | > loss_feat: 7.967297554016113 (6.103386998176575) | > loss_mel: 17.235158920288086 (18.388920545578003) | > loss_duration: 2.2775237560272217 (2.354244500398636) | > loss_1: 32.63396072387695 (32.03388237953186)  --> STEP: 9 | > loss_disc: 2.3988571166992188 (2.4569476975335016) | > loss_disc_real_0: 0.07519027590751648 (0.09644400700926781) | > loss_disc_real_1: 0.19363774359226227 (0.19009382360511357) | > loss_disc_real_2: 0.24150200188159943 (0.2292697015735838) | > loss_disc_real_3: 0.22871115803718567 (0.23167247904671562) | > loss_disc_real_4: 0.24677662551403046 (0.23466849989361233) | > loss_disc_real_5: 0.23470912873744965 (0.2235076990392473) | > loss_0: 2.3988571166992188 (2.4569476975335016) | > loss_gen: 2.280426502227783 (2.1254963477452598) | > loss_kl: 2.5717737674713135 (3.0245973269144693) | > loss_feat: 8.039678573608398 (6.318530506557888) | > loss_mel: 19.344356536865234 (18.495080100165474) | > loss_duration: 2.1607115268707275 (2.3327408366733127) | > loss_1: 34.396949768066406 (32.29644542270236)  --> STEP: 10 | > loss_disc: 2.424159288406372 (2.4536688566207885) | > loss_disc_real_0: 0.1671297550201416 (0.10351258181035519) | > loss_disc_real_1: 0.20608864724636078 (0.19169330596923828) | > loss_disc_real_2: 0.2661796808242798 (0.23296069949865342) | > loss_disc_real_3: 0.22961588203907013 (0.2314668193459511) | > loss_disc_real_4: 0.16899603605270386 (0.22810125350952148) | > loss_disc_real_5: 0.190388485789299 (0.22019577771425247) | > loss_0: 2.424159288406372 (2.4536688566207885) | > loss_gen: 2.332703113555908 (2.1462170243263246) | > loss_kl: 2.2195138931274414 (2.9440889835357664) | > loss_feat: 6.600607395172119 (6.346738195419311) | > loss_mel: 16.490026473999023 (18.294574737548828) | > loss_duration: 2.3705267906188965 (2.3365194320678713) | > loss_1: 30.013378143310547 (32.068138694763185)  --> STEP: 11 | > loss_disc: 2.5718302726745605 (2.464410803534768) | > loss_disc_real_0: 0.12464384734630585 (0.10543360594998706) | > loss_disc_real_1: 0.2588978707790375 (0.1978028118610382) | > loss_disc_real_2: 0.25634559988975525 (0.23508659953420813) | > loss_disc_real_3: 0.27785009145736694 (0.2356834804469889) | > loss_disc_real_4: 0.2909177541732788 (0.23381184447895398) | > loss_disc_real_5: 0.2888393700122833 (0.22643610428680072) | > loss_0: 2.5718302726745605 (2.464410803534768) | > loss_gen: 2.4267330169677734 (2.17171847820282) | > loss_kl: 3.6094954013824463 (3.0045804760672827) | > loss_feat: 6.456298828125 (6.356698252938011) | > loss_mel: 16.505769729614258 (18.131956100463867) | > loss_duration: 2.4950413703918457 (2.3509305173700508) | > loss_1: 31.493337631225586 (32.0158840526234)  --> STEP: 12 | > loss_disc: 2.5160021781921387 (2.4687100847562156) | > loss_disc_real_0: 0.03309372067451477 (0.09940528217703104) | > loss_disc_real_1: 0.22952665388584137 (0.20044646536310515) | > loss_disc_real_2: 0.2554517090320587 (0.23678369199236235) | > loss_disc_real_3: 0.24490851163864136 (0.23645223304629326) | > loss_disc_real_4: 0.2550111413002014 (0.23557845254739126) | > loss_disc_real_5: 0.21941184997558594 (0.22585074976086617) | > loss_0: 2.5160021781921387 (2.4687100847562156) | > loss_gen: 2.0674190521240234 (2.1630268593629203) | > loss_kl: 2.923290729522705 (2.9978063305219016) | > loss_feat: 5.35919189453125 (6.273572723070781) | > loss_mel: 16.04341697692871 (17.957911173502605) | > loss_duration: 2.264350414276123 (2.34371550877889) | > loss_1: 28.657669067382812 (31.736032803853348)  --> STEP: 13 | > loss_disc: 2.2435641288757324 (2.4513911650731015) | > loss_disc_real_0: 0.05334465950727463 (0.09586215735628055) | > loss_disc_real_1: 0.1548411250114441 (0.19693836225913122) | > loss_disc_real_2: 0.22004126012325287 (0.23549581261781546) | > loss_disc_real_3: 0.24733488261699677 (0.23728935993634737) | > loss_disc_real_4: 0.16694612801074982 (0.2302990429676496) | > loss_disc_real_5: 0.1475553959608078 (0.21982803023778474) | > loss_0: 2.2435641288757324 (2.4513911650731015) | > loss_gen: 2.1654133796691895 (2.1632104378480177) | > loss_kl: 2.6511969566345215 (2.971144070992103) | > loss_feat: 8.16572093963623 (6.419122585883508) | > loss_mel: 17.188302993774414 (17.898710544292744) | > loss_duration: 2.2657463550567627 (2.3377178815694957) | > loss_1: 32.436378479003906 (31.7899055480957)  --> STEP: 14 | > loss_disc: 2.3995208740234375 (2.4476861442838396) | > loss_disc_real_0: 0.12198592722415924 (0.09772814091827188) | > loss_disc_real_1: 0.19159366190433502 (0.19655659794807434) | > loss_disc_real_2: 0.25023505091667175 (0.23654861535344804) | > loss_disc_real_3: 0.2003972828388214 (0.23465421157223837) | > loss_disc_real_4: 0.20288008451461792 (0.2283405459352902) | > loss_disc_real_5: 0.23031389713287354 (0.2205770207302911) | > loss_0: 2.3995208740234375 (2.4476861442838396) | > loss_gen: 2.2349865436553955 (2.1683373025485446) | > loss_kl: 3.3336238861083984 (2.997035486357553) | > loss_feat: 6.27665901184082 (6.40894661630903) | > loss_mel: 18.712907791137695 (17.956867490495956) | > loss_duration: 2.3610076904296875 (2.3393814393452237) | > loss_1: 32.919185638427734 (31.870568411690844)  --> STEP: 15 | > loss_disc: 2.5901565551757812 (2.457184171676636) | > loss_disc_real_0: 0.15065911412239075 (0.10125687246521314) | > loss_disc_real_1: 0.2109137773513794 (0.19751374324162801) | > loss_disc_real_2: 0.23700666427612305 (0.23657915194829304) | > loss_disc_real_3: 0.22883403301239014 (0.2342661996682485) | > loss_disc_real_4: 0.16664737462997437 (0.22422766784826914) | > loss_disc_real_5: 0.2275683730840683 (0.22104311088720957) | > loss_0: 2.5901565551757812 (2.457184171676636) | > loss_gen: 2.0245635509490967 (2.1587523857752484) | > loss_kl: 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2.3701095581054688 (2.344058081507683) | > loss_1: 32.554569244384766 (31.933310508728024)  --> STEP: 17 | > loss_disc: 2.654799461364746 (2.47383048955132) | > loss_disc_real_0: 0.09563682973384857 (0.10166086979648646) | > loss_disc_real_1: 0.23198045790195465 (0.20186908630763784) | > loss_disc_real_2: 0.2808300852775574 (0.24200260463882894) | > loss_disc_real_3: 0.2791966199874878 (0.23852157066850102) | > loss_disc_real_4: 0.21235443651676178 (0.2235012527774362) | > loss_disc_real_5: 0.3035874664783478 (0.22490923720247605) | > loss_0: 2.654799461364746 (2.47383048955132) | > loss_gen: 2.1259100437164307 (2.1570104360580444) | > loss_kl: 2.783653497695923 (3.012612398932962) | > loss_feat: 4.16705322265625 (6.445429689743939) | > loss_mel: 16.484243392944336 (17.737235574161303) | > loss_duration: 2.4511947631835938 (2.3503602392533245) | > loss_1: 28.012054443359375 (31.702648387235755)  --> STEP: 18 | > loss_disc: 2.385697841644287 (2.4689342313342624) | > loss_disc_real_0: 0.07133832573890686 (0.09997628401550981) | > loss_disc_real_1: 0.20166225731372833 (0.2018575958079762) | > loss_disc_real_2: 0.20011532306671143 (0.23967553344037798) | > loss_disc_real_3: 0.1833774298429489 (0.23545800728930366) | > loss_disc_real_4: 0.1717824935913086 (0.22062798837820688) | > loss_disc_real_5: 0.1784953773021698 (0.22233068943023682) | > loss_0: 2.385697841644287 (2.4689342313342624) | > loss_gen: 2.223567485809326 (2.1607080499331155) | > loss_kl: 2.9945034980773926 (3.0116063488854303) | > loss_feat: 9.017672538757324 (6.588332070244683) | > loss_mel: 17.856473922729492 (17.74385992685954) | > loss_duration: 2.2743608951568604 (2.3461380534701877) | > loss_1: 34.3665771484375 (31.85064442952474)  --> STEP: 19 | > loss_disc: 2.5672943592071533 (2.4741110801696777) | > loss_disc_real_0: 0.1391390562057495 (0.10203748255183823) | > loss_disc_real_1: 0.14783433079719543 (0.1990142660705667) | > loss_disc_real_2: 0.17666174471378326 (0.2363590182442414) | > loss_disc_real_3: 0.18118205666542053 (0.2326013783090993) | > loss_disc_real_4: 0.17209887504577637 (0.21807382451860527) | > loss_disc_real_5: 0.1490406095981598 (0.21847331680749593) | > loss_0: 2.5672943592071533 (2.4741110801696777) | > loss_gen: 1.9096429347991943 (2.1474940965050147) | > loss_kl: 1.86183500289917 (2.9510920675177323) | > loss_feat: 10.426620483398438 (6.790347249884355) | > loss_mel: 19.543678283691406 (17.838587208798057) | > loss_duration: 2.3020410537719727 (2.343817158749229) | > loss_1: 36.04381561279297 (32.07133764969675)  --> STEP: 20 | > loss_disc: 2.4931395053863525 (2.4750625014305117) | > loss_disc_real_0: 0.15255549550056458 (0.10456338319927454) | > loss_disc_real_1: 0.16806946694850922 (0.19746702611446382) | > loss_disc_real_2: 0.23436349630355835 (0.23625924214720725) | > loss_disc_real_3: 0.2100778967142105 (0.23147520422935486) | > loss_disc_real_4: 0.28873270750045776 (0.2216067686676979) | > loss_disc_real_5: 0.3279430568218231 (0.22394680380821227) | > loss_0: 2.4931395053863525 (2.4750625014305117) | > loss_gen: 2.3302578926086426 (2.156632286310196) | > loss_kl: 2.336552858352661 (2.920365107059479) | > loss_feat: 5.262975692749023 (6.713978672027588) | > loss_mel: 17.27742576599121 (17.810529136657713) | > loss_duration: 2.3058509826660156 (2.3419188499450683) | > loss_1: 29.5130615234375 (31.94342384338379)  --> STEP: 21 | > loss_disc: 2.5521719455718994 (2.4787343797229586) | > loss_disc_real_0: 0.07596129924058914 (0.10320137920124191) | > loss_disc_real_1: 0.22698567807674408 (0.19887267620790572) | > loss_disc_real_2: 0.13398399949073792 (0.2313889924968992) | > loss_disc_real_3: 0.27535977959632874 (0.23356494591349647) | > loss_disc_real_4: 0.25773885846138 (0.22332734437215895) | > loss_disc_real_5: 0.2035592496395111 (0.222975967895417) | > loss_0: 2.5521719455718994 (2.4787343797229586) | > loss_gen: 1.9810404777526855 (2.148270771616981) | > loss_kl: 3.372631549835205 (2.941901604334513) | > loss_feat: 6.4676432609558105 (6.702248414357503) | > loss_mel: 16.173988342285156 (17.732598622639973) | > loss_duration: 2.123440742492676 (2.3315151305425736) | > loss_1: 30.118743896484375 (31.856534322102863)  --> STEP: 22 | > loss_disc: 2.352346897125244 (2.472989494150335) | > loss_disc_real_0: 0.07095460593700409 (0.10173561678014019) | > loss_disc_real_1: 0.18406745791435242 (0.19819971174001694) | > loss_disc_real_2: 0.14547280967235565 (0.22748371145941995) | > loss_disc_real_3: 0.23983868956565857 (0.23385011607950384) | > loss_disc_real_4: 0.1975841224193573 (0.22215719791975888) | > loss_disc_real_5: 0.2783586382865906 (0.2254933620041067) | > loss_0: 2.352346897125244 (2.472989494150335) | > loss_gen: 2.25974440574646 (2.1533377549865027) | > loss_kl: 2.30991268157959 (2.9131748351183804) | > loss_feat: 6.007181167602539 (6.670654448595914) | > loss_mel: 19.58289337158203 (17.816702929410067) | > loss_duration: 2.198543071746826 (2.325470946051858) | > loss_1: 32.358272552490234 (31.87934060530229)  --> STEP: 23 | > loss_disc: 2.6010689735412598 (2.478558167167332) | > loss_disc_real_0: 0.10478847473859787 (0.10186834973485573) | > loss_disc_real_1: 0.16035428643226624 (0.1965542584657669) | > loss_disc_real_2: 0.24925461411476135 (0.22843027244443478) | > loss_disc_real_3: 0.2392420917749405 (0.2340845498053924) | > loss_disc_real_4: 0.19301682710647583 (0.2208902252757031) | > loss_disc_real_5: 0.17934444546699524 (0.22348688737205838) | > loss_0: 2.6010689735412598 (2.478558167167332) | > loss_gen: 1.8418080806732178 (2.1397929865380987) | > loss_kl: 2.320826530456543 (2.8874205610026484) | > loss_feat: 6.133016586303711 (6.647278889365818) | > loss_mel: 17.671249389648438 (17.81037886246391) | > loss_duration: 2.2771711349487305 (2.3233709542647656) | > loss_1: 30.24407196044922 (31.808241968569547)  --> STEP: 24 | > loss_disc: 2.528655767440796 (2.480645567178726) | > loss_disc_real_0: 0.07927867770195007 (0.10092711340015133) | > loss_disc_real_1: 0.1946404129266739 (0.19647451490163803) | > loss_disc_real_2: 0.30044957995414734 (0.23143107692400613) | > loss_disc_real_3: 0.23932301998138428 (0.2343028193960587) | > loss_disc_real_4: 0.21627062559127808 (0.22069774195551872) | > loss_disc_real_5: 0.20235563814640045 (0.22260641865432262) | > loss_0: 2.528655767440796 (2.480645567178726) | > loss_gen: 2.1006388664245605 (2.138161564866701) | > loss_kl: 2.5519065856933594 (2.873440812031428) | > loss_feat: 6.431831359863281 (6.638301908969879) | > loss_mel: 18.155216217041016 (17.82474708557129) | > loss_duration: 2.41387939453125 (2.327142139275869) | > loss_1: 31.653472900390625 (31.801793257395428)  --> STEP: 25 | > loss_disc: 2.5634589195251465 (2.483958101272583) | > loss_disc_real_0: 0.07986359298229218 (0.10008457258343696) | > loss_disc_real_1: 0.14904899895191193 (0.19457749426364898) | > loss_disc_real_2: 0.2621263861656189 (0.23265888929367065) | > loss_disc_real_3: 0.2287599891424179 (0.23408110618591307) | > loss_disc_real_4: 0.17348851263523102 (0.2188093727827072) | > loss_disc_real_5: 0.15532775223255157 (0.21991527199745178) | > loss_0: 2.5634589195251465 (2.483958101272583) | > loss_gen: 1.7982416152954102 (2.1245647668838497) | > loss_kl: 2.8083655834198 (2.870837802886963) | > loss_feat: 4.579496383666992 (6.555949687957764) | > loss_mel: 15.743349075317383 (17.741491165161133) | > loss_duration: 2.3899664878845215 (2.329655113220215) | > loss_1: 27.31941795349121 (31.622498245239257)  --> STEP: 26 | > loss_disc: 2.464367151260376 (2.4832046031951904) | > loss_disc_real_0: 0.06845764070749283 (0.09886815212666988) | > loss_disc_real_1: 0.08215925097465515 (0.19025371567561075) | > loss_disc_real_2: 0.19765177369117737 (0.23131246177049783) | > loss_disc_real_3: 0.21352989971637726 (0.233290675167854) | > loss_disc_real_4: 0.1032886728644371 (0.21436626893969682) | > loss_disc_real_5: 0.139434352517128 (0.21681985201743934) | > loss_0: 2.464367151260376 (2.4832046031951904) | > loss_gen: 1.9096245765686035 (2.1162978364871092) | > loss_kl: 2.189948797225952 (2.844649764207693) | > loss_feat: 10.935532569885254 (6.724395183416513) | > loss_mel: 17.804588317871094 (17.743917978726902) | > loss_duration: 2.313387393951416 (2.3290294317098765) | > loss_1: 35.15308380126953 (31.758289997394268) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023891559013953572 (-1.3479819664589075e-05) | > avg_loss_disc: 2.4832046031951904 (+0.05760388190929788) | > avg_loss_disc_real_0: 0.09886815212666988 (-0.053165782672854545) | > avg_loss_disc_real_1: 0.19025371567561075 (-0.04111165610643536) | > avg_loss_disc_real_2: 0.23131246177049783 (-0.003819426091817707) | > avg_loss_disc_real_3: 0.233290675167854 (-0.009006240620062916) | > avg_loss_disc_real_4: 0.21436626893969682 (-0.027597596725592255) | > avg_loss_disc_real_5: 0.21681985201743934 (-0.039515366347936426) | > avg_loss_0: 2.4832046031951904 (+0.05760388190929788) | > avg_loss_gen: 2.1162978364871092 (-0.4039756563993606) | > avg_loss_kl: 2.844649764207693 (+0.1429643447582536) | > avg_loss_feat: 6.724395183416513 (-0.1458229285020094) | > avg_loss_mel: 17.743917978726902 (-0.20832384549654392) | > avg_loss_duration: 2.3290294317098765 (+0.023232780970060762) | > avg_loss_1: 31.758289997394268 (-0.5919257677518424)  > EPOCH: 512/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:41:15)   --> TIME: 2024-06-11 13:41:21 -- STEP: 14/330 -- GLOBAL_STEP: 256975 | > loss_disc: 2.358034372329712 (2.36948253427233) | > loss_disc_real_0: 0.0911637544631958 (0.10191418070878301) | > loss_disc_real_1: 0.15537680685520172 (0.20252533363444464) | > loss_disc_real_2: 0.2165745049715042 (0.2136866311941828) | > loss_disc_real_3: 0.23997333645820618 (0.2293034770659038) | > loss_disc_real_4: 0.24381524324417114 (0.22922405068363463) | > loss_disc_real_5: 0.24921832978725433 (0.21784414031675883) | > loss_0: 2.358034372329712 (2.36948253427233) | > grad_norm_0: tensor(12.6859, device='cuda:0') (tensor(12.9215, device='cuda:0')) | > loss_gen: 2.477443218231201 (2.462494799068996) | > loss_kl: 1.5131020545959473 (1.8362147297177995) | > loss_feat: 6.822758197784424 (6.896466255187988) | > loss_mel: 16.77901840209961 (17.88730525970459) | > loss_duration: 2.0183701515197754 (2.101467107023512) | > loss_1: 29.610692977905273 (31.183948244367325) | > grad_norm_1: tensor(82.3510, device='cuda:0') (tensor(126.2215, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3486 (0.36300296442849295) | > loader_time: 0.0029 (0.003341334206717355)  --> TIME: 2024-06-11 13:41:30 -- STEP: 39/330 -- GLOBAL_STEP: 257000 | > loss_disc: 2.3945446014404297 (2.3480367354857616) | > loss_disc_real_0: 0.11209364235401154 (0.10895197953169163) | > loss_disc_real_1: 0.17850029468536377 (0.19747844338417053) | > loss_disc_real_2: 0.22411605715751648 (0.21117138404112595) | > loss_disc_real_3: 0.20951318740844727 (0.22687535255383223) | > loss_disc_real_4: 0.22023415565490723 (0.22833801347475785) | > loss_disc_real_5: 0.19321288168430328 (0.2196845912780517) | > loss_0: 2.3945446014404297 (2.3480367354857616) | > grad_norm_0: tensor(8.7043, device='cuda:0') (tensor(10.5816, device='cuda:0')) | > loss_gen: 2.3168768882751465 (2.4738848759577814) | > loss_kl: 2.000065565109253 (1.891163211602431) | > loss_feat: 7.340543270111084 (6.980605944609031) | > loss_mel: 17.835298538208008 (17.882853581355167) | > loss_duration: 2.018792152404785 (2.0400395668469944) | > loss_1: 31.511577606201172 (31.268547204824593) | > grad_norm_1: tensor(105.8875, device='cuda:0') (tensor(90.2797, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.354 (0.3688322580777682) | > loader_time: 0.0035 (0.0034436568235739684) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_257000.pth  --> TIME: 2024-06-11 13:41:45 -- STEP: 64/330 -- GLOBAL_STEP: 257025 | > loss_disc: 2.32913875579834 (2.3522107154130936) | > loss_disc_real_0: 0.10558822751045227 (0.10956436255946755) | > loss_disc_real_1: 0.20774364471435547 (0.1977654667571187) | > loss_disc_real_2: 0.1990736424922943 (0.2114281274843961) | > loss_disc_real_3: 0.18368679285049438 (0.22818090650252998) | > loss_disc_real_4: 0.2249119132757187 (0.22994906571693718) | > loss_disc_real_5: 0.21167002618312836 (0.22016044473275542) | > loss_0: 2.32913875579834 (2.3522107154130936) | > grad_norm_0: tensor(9.0754, device='cuda:0') (tensor(9.9938, device='cuda:0')) | > loss_gen: 2.3600542545318604 (2.4854584373533717) | > loss_kl: 2.0549278259277344 (1.90060069039464) | > loss_feat: 6.6759114265441895 (7.05735969543457) | > loss_mel: 17.97332763671875 (17.894886687397957) | > loss_duration: 1.9979456663131714 (2.0212196968495837) | > loss_1: 31.062166213989258 (31.35952526330948) | > grad_norm_1: tensor(63.3512, device='cuda:0') (tensor(99.5738, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3617 (0.37288209423422813) | > loader_time: 0.0043 (0.003621727228164673)  --> TIME: 2024-06-11 13:41:55 -- STEP: 89/330 -- GLOBAL_STEP: 257050 | > loss_disc: 2.411170721054077 (2.354494772600324) | > loss_disc_real_0: 0.1716647744178772 (0.11184451310487276) | > loss_disc_real_1: 0.22527693212032318 (0.1988917915673738) | > loss_disc_real_2: 0.20184937119483948 (0.2102419606755289) | > loss_disc_real_3: 0.24058741331100464 (0.22917248258429967) | > loss_disc_real_4: 0.24401594698429108 (0.2300735983286011) | > loss_disc_real_5: 0.20123499631881714 (0.22000208714704836) | > loss_0: 2.411170721054077 (2.354494772600324) | > grad_norm_0: tensor(13.7536, device='cuda:0') (tensor(10.6932, device='cuda:0')) | > loss_gen: 2.4898757934570312 (2.487689401326554) | > loss_kl: 1.804732322692871 (1.9064335662327456) | > loss_feat: 6.521825790405273 (7.0804782770992665) | > loss_mel: 17.429161071777344 (17.892456515451507) | > loss_duration: 2.012118101119995 (2.0148186121094076) | > loss_1: 30.25771141052246 (31.381876399008075) | > grad_norm_1: tensor(146.8386, device='cuda:0') (tensor(119.4008, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3867 (0.372749296466956) | > loader_time: 0.0037 (0.003684976127710235)  --> TIME: 2024-06-11 13:42:04 -- STEP: 114/330 -- GLOBAL_STEP: 257075 | > loss_disc: 2.383655071258545 (2.353163434748064) | > loss_disc_real_0: 0.09990415722131729 (0.11274119780251854) | > loss_disc_real_1: 0.2059355080127716 (0.19884576204053142) | > loss_disc_real_2: 0.1889766901731491 (0.21064708957023787) | > loss_disc_real_3: 0.2391335368156433 (0.22927744385966084) | > loss_disc_real_4: 0.232158362865448 (0.22786305936282142) | > loss_disc_real_5: 0.23113712668418884 (0.2200826290145255) | > loss_0: 2.383655071258545 (2.353163434748064) | > grad_norm_0: tensor(28.8020, device='cuda:0') (tensor(12.5651, device='cuda:0')) | > loss_gen: 2.5196027755737305 (2.4942908621670905) | > loss_kl: 2.0454208850860596 (1.9131510289091813) | > loss_feat: 7.613529205322266 (7.114899237950643) | > loss_mel: 18.37786293029785 (17.892132516492875) | > loss_duration: 2.047067403793335 (2.0147971751397096) | > loss_1: 32.60348129272461 (31.42927087817276) | > grad_norm_1: tensor(352.7556, device='cuda:0') (tensor(151.6985, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3795 (0.37362688884400486) | > loader_time: 0.0041 (0.0037684315129330286)  --> TIME: 2024-06-11 13:42:14 -- STEP: 139/330 -- GLOBAL_STEP: 257100 | > loss_disc: 2.3338637351989746 (2.3564019923587503) | > loss_disc_real_0: 0.07394487410783768 (0.11264380876966518) | > loss_disc_real_1: 0.2069265991449356 (0.19932082295417786) | > loss_disc_real_2: 0.19793646037578583 (0.2116293435474094) | > loss_disc_real_3: 0.23560220003128052 (0.23023258610595043) | > loss_disc_real_4: 0.2370537966489792 (0.22951975207534622) | > loss_disc_real_5: 0.20579656958580017 (0.2212696005757764) | > loss_0: 2.3338637351989746 (2.3564019923587503) | > grad_norm_0: tensor(37.7040, device='cuda:0') (tensor(14.2313, device='cuda:0')) | > loss_gen: 2.4857139587402344 (2.4954513525791304) | > loss_kl: 1.9400607347488403 (1.9192422482607177) | > loss_feat: 7.18116569519043 (7.076555063398622) | > loss_mel: 17.818035125732422 (17.866402365320877) | > loss_duration: 2.0927815437316895 (2.020103748753773) | > loss_1: 31.517757415771484 (31.37775484263468) | > grad_norm_1: tensor(346.9070, device='cuda:0') (tensor(175.1818, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3992 (0.3749678495118944) | > loader_time: 0.004 (0.003880739212036133)  --> TIME: 2024-06-11 13:42:24 -- STEP: 164/330 -- GLOBAL_STEP: 257125 | > loss_disc: 2.3003528118133545 (2.363284407592402) | > loss_disc_real_0: 0.07253292202949524 (0.11364945714793555) | > loss_disc_real_1: 0.19412648677825928 (0.19939020612254377) | > loss_disc_real_2: 0.21275347471237183 (0.2121353257538342) | > loss_disc_real_3: 0.2312784492969513 (0.23052436067927173) | > loss_disc_real_4: 0.2056107223033905 (0.23048749956779363) | > loss_disc_real_5: 0.2470519095659256 (0.22242279568823373) | > loss_0: 2.3003528118133545 (2.363284407592402) | > grad_norm_0: tensor(11.5088, device='cuda:0') (tensor(16.7406, device='cuda:0')) | > loss_gen: 2.5891857147216797 (2.4939182080873628) | > loss_kl: 1.8394978046417236 (1.9281477266695441) | > loss_feat: 7.210235595703125 (7.060050281082711) | > loss_mel: 17.0626220703125 (17.84144714983498) | > loss_duration: 2.0979056358337402 (2.0231137413804112) | > loss_1: 30.79944610595703 (31.34667717538229) | > grad_norm_1: tensor(329.4937, device='cuda:0') (tensor(190.6936, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3977 (0.3762093404444251) | > loader_time: 0.0048 (0.003988079908417493)  --> TIME: 2024-06-11 13:42:34 -- STEP: 189/330 -- GLOBAL_STEP: 257150 | > loss_disc: 2.418278932571411 (2.359471076380008) | > loss_disc_real_0: 0.15780901908874512 (0.11302530576312353) | > loss_disc_real_1: 0.17419520020484924 (0.19936974480669334) | > loss_disc_real_2: 0.22077099978923798 (0.21216227398032234) | > loss_disc_real_3: 0.2362695038318634 (0.2298537679607906) | > loss_disc_real_4: 0.23896139860153198 (0.22966226690976077) | > loss_disc_real_5: 0.2464972734451294 (0.22202743416425413) | > loss_0: 2.418278932571411 (2.359471076380008) | > grad_norm_0: tensor(100.2654, device='cuda:0') (tensor(18.7435, device='cuda:0')) | > loss_gen: 2.5170910358428955 (2.5009462669412943) | > loss_kl: 1.9045088291168213 (1.9314012937444858) | > loss_feat: 6.787952899932861 (7.0733068405635775) | > loss_mel: 17.726930618286133 (17.83119858131207) | > loss_duration: 2.110189437866211 (2.030543654684035) | > loss_1: 31.046672821044922 (31.36739665238315) | > grad_norm_1: tensor(426.3520, device='cuda:0') (tensor(211.5854, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3761 (0.3780162864261202) | > loader_time: 0.0057 (0.004089907994346013)  --> TIME: 2024-06-11 13:42:44 -- STEP: 214/330 -- GLOBAL_STEP: 257175 | > loss_disc: 2.3689630031585693 (2.3592860876956836) | > loss_disc_real_0: 0.14880305528640747 (0.11491329748636094) | > loss_disc_real_1: 0.23477689921855927 (0.19967966965425796) | > loss_disc_real_2: 0.22709499299526215 (0.21233663680118936) | > loss_disc_real_3: 0.2330523580312729 (0.22977996380808197) | > loss_disc_real_4: 0.24836869537830353 (0.229252462492925) | > loss_disc_real_5: 0.2382705807685852 (0.2219452308577912) | > loss_0: 2.3689630031585693 (2.3592860876956836) | > grad_norm_0: tensor(39.5777, device='cuda:0') (tensor(21.6495, device='cuda:0')) | > loss_gen: 2.497892141342163 (2.505600436825621) | > loss_kl: 1.800934910774231 (1.9341582667047732) | > loss_feat: 6.462159633636475 (7.070830980193949) | > loss_mel: 17.165157318115234 (17.790805232859103) | > loss_duration: 2.13232421875 (2.037721550910272) | > loss_1: 30.058469772338867 (31.339116444097503) | > grad_norm_1: tensor(87.2667, device='cuda:0') (tensor(231.0606, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.3937 (0.3803062828901771) | > loader_time: 0.0048 (0.004191117866016994)  --> TIME: 2024-06-11 13:42:54 -- STEP: 239/330 -- GLOBAL_STEP: 257200 | > loss_disc: 2.352018356323242 (2.3613301829812916) | > loss_disc_real_0: 0.2169327437877655 (0.11718566670515049) | > loss_disc_real_1: 0.20327240228652954 (0.19961493802120497) | > loss_disc_real_2: 0.20726202428340912 (0.2120088357556315) | > loss_disc_real_3: 0.2091553509235382 (0.22965336132747857) | > loss_disc_real_4: 0.22003881633281708 (0.22906409085545082) | > loss_disc_real_5: 0.22676071524620056 (0.22172710692283998) | > loss_0: 2.352018356323242 (2.3613301829812916) | > grad_norm_0: tensor(78.5108, device='cuda:0') (tensor(25.4157, device='cuda:0')) | > loss_gen: 2.6219253540039062 (2.505695646278032) | > loss_kl: 1.811039924621582 (1.9364567062346008) | > loss_feat: 6.962281703948975 (7.060945716363117) | > loss_mel: 18.571563720703125 (17.752985619102056) | > loss_duration: 2.085364818572998 (2.045923535793894) | > loss_1: 32.05217361450195 (31.302007204319143) | > grad_norm_1: tensor(521.4667, device='cuda:0') (tensor(252.4349, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.4153 (0.38308538652364166) | > loader_time: 0.0055 (0.004299498003397026)  --> TIME: 2024-06-11 13:43:05 -- STEP: 264/330 -- GLOBAL_STEP: 257225 | > loss_disc: 2.290524482727051 (2.3627198455911693) | > loss_disc_real_0: 0.11269260197877884 (0.11786366114392878) | > loss_disc_real_1: 0.1993073970079422 (0.19967207673824194) | > loss_disc_real_2: 0.2054252326488495 (0.2120798367894057) | > loss_disc_real_3: 0.23167359828948975 (0.22984285116421455) | > loss_disc_real_4: 0.24157527089118958 (0.2292565633966164) | > loss_disc_real_5: 0.21436108648777008 (0.22204320945523) | > loss_0: 2.290524482727051 (2.3627198455911693) | > grad_norm_0: tensor(11.8338, device='cuda:0') (tensor(26.6658, device='cuda:0')) | > loss_gen: 2.5270845890045166 (2.5016733453129296) | > loss_kl: 2.0542454719543457 (1.9388137843572733) | > loss_feat: 7.452229022979736 (7.053198395353375) | > loss_mel: 17.73781967163086 (17.717264005632103) | > loss_duration: 2.1671366691589355 (2.0536697854598356) | > loss_1: 31.938514709472656 (31.26461931430932) | > grad_norm_1: tensor(297.3159, device='cuda:0') (tensor(262.9907, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.4253 (0.3869921465714771) | > loader_time: 0.0055 (0.004426842386072331)  --> TIME: 2024-06-11 13:43:17 -- STEP: 289/330 -- GLOBAL_STEP: 257250 | > loss_disc: 2.3427422046661377 (2.363801815105556) | > loss_disc_real_0: 0.13038530945777893 (0.11881497091127102) | > loss_disc_real_1: 0.18571805953979492 (0.1998706912190031) | > loss_disc_real_2: 0.21171730756759644 (0.21239389638999753) | > loss_disc_real_3: 0.24908117949962616 (0.22965296515131492) | > loss_disc_real_4: 0.26428115367889404 (0.22934294252247134) | > loss_disc_real_5: 0.23422862589359283 (0.22171830156476435) | > loss_0: 2.3427422046661377 (2.363801815105556) | > grad_norm_0: tensor(42.4913, device='cuda:0') (tensor(26.6824, device='cuda:0')) | > loss_gen: 2.492920160293579 (2.497280956552104) | > loss_kl: 1.9130417108535767 (1.9398081970874825) | > loss_feat: 7.24112606048584 (7.056227370529439) | > loss_mel: 17.02516746520996 (17.653251704047698) | > loss_duration: 2.188277244567871 (2.0628655769420723) | > loss_1: 30.86053466796875 (31.20943382949565) | > grad_norm_1: tensor(524.2875, device='cuda:0') (tensor(268.4251, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.4562 (0.3925344119022461) | > loader_time: 0.0062 (0.004562418353598834)  --> TIME: 2024-06-11 13:43:29 -- STEP: 314/330 -- GLOBAL_STEP: 257275 | > loss_disc: 2.290851354598999 (2.365479465502841) | > loss_disc_real_0: 0.11553929001092911 (0.11920304823026157) | > loss_disc_real_1: 0.21037371456623077 (0.200213741202643) | > loss_disc_real_2: 0.22841274738311768 (0.21229090413470178) | > loss_disc_real_3: 0.20399846136569977 (0.2297232634607394) | > loss_disc_real_4: 0.2136826366186142 (0.22952928531701397) | > loss_disc_real_5: 0.18231016397476196 (0.22179196831906672) | > loss_0: 2.290851354598999 (2.365479465502841) | > grad_norm_0: tensor(37.8043, device='cuda:0') (tensor(27.3731, device='cuda:0')) | > loss_gen: 2.592212438583374 (2.492220907454279) | > loss_kl: 1.9323022365570068 (1.9442640603727597) | > loss_feat: 7.809197425842285 (7.055689795002056) | > loss_mel: 17.426095962524414 (17.61089926312682) | > loss_duration: 2.262490749359131 (2.0752204667990357) | > loss_1: 32.02229690551758 (31.178294491616025) | > grad_norm_1: tensor(544.6215, device='cuda:0') (tensor(276.0270, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.5312 (0.40109110561905365) | > loader_time: 0.0082 (0.004768211370820452)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.272718667984009 (2.272718667984009) | > loss_disc_real_0: 0.09053295850753784 (0.09053295850753784) | > loss_disc_real_1: 0.14946450293064117 (0.14946450293064117) | > loss_disc_real_2: 0.20241601765155792 (0.20241601765155792) | > loss_disc_real_3: 0.2465403527021408 (0.2465403527021408) | > loss_disc_real_4: 0.26962095499038696 (0.26962095499038696) | > loss_disc_real_5: 0.2569589912891388 (0.2569589912891388) | > loss_0: 2.272718667984009 (2.272718667984009) | > loss_gen: 2.3438117504119873 (2.3438117504119873) | > loss_kl: 2.416515827178955 (2.416515827178955) | > loss_feat: 6.144373416900635 (6.144373416900635) | > loss_mel: 15.372285842895508 (15.372285842895508) | > loss_duration: 3.0569846630096436 (3.0569846630096436) | > loss_1: 29.333969116210938 (29.333969116210938)  --> STEP: 1 | > loss_disc: 2.2906904220581055 (2.2906904220581055) | > loss_disc_real_0: 0.17575286328792572 (0.17575286328792572) | > loss_disc_real_1: 0.1355782300233841 (0.1355782300233841) | > loss_disc_real_2: 0.18394149839878082 (0.18394149839878082) | > loss_disc_real_3: 0.1880687177181244 (0.1880687177181244) | > loss_disc_real_4: 0.21594008803367615 (0.21594008803367615) | > loss_disc_real_5: 0.21585619449615479 (0.21585619449615479) | > loss_0: 2.2906904220581055 (2.2906904220581055) | > loss_gen: 2.3164496421813965 (2.3164496421813965) | > loss_kl: 2.5715396404266357 (2.5715396404266357) | > loss_feat: 8.131072044372559 (8.131072044372559) | > loss_mel: 18.394481658935547 (18.394481658935547) | > loss_duration: 2.372392177581787 (2.372392177581787) | > loss_1: 33.78593444824219 (33.78593444824219)  --> STEP: 2 | > loss_disc: 2.5350875854492188 (2.412889003753662) | > loss_disc_real_0: 0.14908795058727264 (0.16242040693759918) | > loss_disc_real_1: 0.17385715246200562 (0.15471769124269485) | > loss_disc_real_2: 0.28467246890068054 (0.23430698364973068) | > loss_disc_real_3: 0.2701241075992584 (0.2290964126586914) | > loss_disc_real_4: 0.25071409344673157 (0.23332709074020386) | > loss_disc_real_5: 0.2713869512081146 (0.2436215728521347) | > loss_0: 2.5350875854492188 (2.412889003753662) | > loss_gen: 2.2014639377593994 (2.258956789970398) | > loss_kl: 3.3980021476745605 (2.984770894050598) | > loss_feat: 4.699950695037842 (6.4155113697052) | > loss_mel: 17.681276321411133 (18.03787899017334) | > loss_duration: 2.4164063930511475 (2.3943992853164673) | > loss_1: 30.397098541259766 (32.09151649475098)  --> STEP: 3 | > loss_disc: 2.3416545391082764 (2.3891441822052) | > loss_disc_real_0: 0.15511000156402588 (0.15998360514640808) | > loss_disc_real_1: 0.15401533246040344 (0.15448357164859772) | > loss_disc_real_2: 0.24460750818252563 (0.237740491827329) | > loss_disc_real_3: 0.192820742726326 (0.21700452268123627) | > loss_disc_real_4: 0.2198241949081421 (0.22882612546284994) | > loss_disc_real_5: 0.21529965102672577 (0.23418093224366507) | > loss_0: 2.3416545391082764 (2.3891441822052) | > loss_gen: 2.2510735988616943 (2.25632905960083) | > loss_kl: 2.4538323879241943 (2.8077913920084634) | > loss_feat: 6.077943801879883 (6.302988847096761) | > loss_mel: 17.02561378479004 (17.700457255045574) | > loss_duration: 2.236571788787842 (2.3417901198069253) | > loss_1: 30.04503631591797 (31.409356435139973)  --> STEP: 4 | > loss_disc: 2.099504232406616 (2.316734194755554) | > loss_disc_real_0: 0.14241212606430054 (0.1555907353758812) | > loss_disc_real_1: 0.1512080281972885 (0.15366468578577042) | > loss_disc_real_2: 0.24697522819042206 (0.24004917591810226) | > loss_disc_real_3: 0.23923875391483307 (0.22256308048963547) | > loss_disc_real_4: 0.21140900254249573 (0.22447184473276138) | > loss_disc_real_5: 0.19853365421295166 (0.2252691127359867) | > loss_0: 2.099504232406616 (2.316734194755554) | > loss_gen: 2.814465045928955 (2.3958630561828613) | > loss_kl: 2.6008970737457275 (2.7560678124427795) | > loss_feat: 7.457341194152832 (6.591576933860779) | > loss_mel: 17.3004093170166 (17.60044527053833) | > loss_duration: 2.324044704437256 (2.337353765964508) | > loss_1: 32.497154235839844 (31.68130588531494)  --> STEP: 5 | > loss_disc: 2.4115920066833496 (2.3357057571411133) | > loss_disc_real_0: 0.2230287790298462 (0.1690783441066742) | > loss_disc_real_1: 0.21616803109645844 (0.166165354847908) | > loss_disc_real_2: 0.2931991517543793 (0.25067917108535764) | > loss_disc_real_3: 0.25821658968925476 (0.22969378232955934) | > loss_disc_real_4: 0.27262040972709656 (0.2341015577316284) | > loss_disc_real_5: 0.22044938802719116 (0.2243051677942276) | > loss_0: 2.4115920066833496 (2.3357057571411133) | > loss_gen: 2.683401346206665 (2.453370714187622) | > loss_kl: 2.9180140495300293 (2.7884570598602294) | > loss_feat: 6.0096306800842285 (6.475187683105469) | > loss_mel: 17.856460571289062 (17.651648330688477) | > loss_duration: 2.378304958343506 (2.3455440044403075) | > loss_1: 31.84581184387207 (31.714207077026366)  --> STEP: 6 | > loss_disc: 2.498364210128784 (2.362815499305725) | > loss_disc_real_0: 0.1490510106086731 (0.16574045519034067) | > loss_disc_real_1: 0.1740996092557907 (0.16748773058255514) | > loss_disc_real_2: 0.3712426424026489 (0.2707730829715729) | > loss_disc_real_3: 0.28875505924224854 (0.2395373284816742) | > loss_disc_real_4: 0.261471688747406 (0.23866324623425803) | > loss_disc_real_5: 0.2898055613040924 (0.23522190004587173) | > loss_0: 2.498364210128784 (2.362815499305725) | > loss_gen: 2.6043009757995605 (2.478525757789612) | > loss_kl: 2.291062116622925 (2.705557902654012) | > loss_feat: 6.128908634185791 (6.4174745082855225) | > loss_mel: 17.683269500732422 (17.6569185256958) | > loss_duration: 2.1395506858825684 (2.3112117846806846) | > loss_1: 30.84709358215332 (31.56968816121419)  --> STEP: 7 | > loss_disc: 2.3480570316314697 (2.3607071467808316) | > loss_disc_real_0: 0.11574186384677887 (0.15859779928411757) | > loss_disc_real_1: 0.17766959965229034 (0.16894228330680303) | > loss_disc_real_2: 0.1817598044872284 (0.25805690033095224) | > loss_disc_real_3: 0.31038275361061096 (0.24965810350009374) | > loss_disc_real_4: 0.22447040677070618 (0.23663569773946488) | > loss_disc_real_5: 0.20775209367275238 (0.23129764199256897) | > loss_0: 2.3480570316314697 (2.3607071467808316) | > loss_gen: 2.504807949066162 (2.482280356543405) | > loss_kl: 3.511721134185791 (2.8207240785871233) | > loss_feat: 6.895604133605957 (6.485778740474156) | > loss_mel: 16.417858123779297 (17.479909896850586) | > loss_duration: 2.5169529914855957 (2.340603385652815) | > loss_1: 31.84694480895996 (31.609296253749303)  --> STEP: 8 | > loss_disc: 2.5333340167999268 (2.3822855055332184) | > loss_disc_real_0: 0.25270503759384155 (0.17036120407283306) | > loss_disc_real_1: 0.24294763803482056 (0.17819295264780521) | > loss_disc_real_2: 0.24688418209552765 (0.25666031055152416) | > loss_disc_real_3: 0.2797588109970093 (0.2534206919372082) | > loss_disc_real_4: 0.19402606785297394 (0.23130949400365353) | > loss_disc_real_5: 0.2170371562242508 (0.2295150812715292) | > loss_0: 2.5333340167999268 (2.3822855055332184) | > loss_gen: 2.448369026184082 (2.4780414402484894) | > loss_kl: 3.0072851181030273 (2.8440442085266113) | > loss_feat: 9.505550384521484 (6.863250195980072) | > loss_mel: 19.13538360595703 (17.68684411048889) | > loss_duration: 2.245358943939209 (2.328697830438614) | > loss_1: 36.34194564819336 (32.20087742805481)  --> STEP: 9 | > loss_disc: 2.3713674545288086 (2.3810723887549505) | > loss_disc_real_0: 0.24293653666973114 (0.17842512991693285) | > loss_disc_real_1: 0.18358978629112244 (0.17879260083039603) | > loss_disc_real_2: 0.24235020577907562 (0.255070298910141) | > loss_disc_real_3: 0.277820348739624 (0.25613176491525436) | > loss_disc_real_4: 0.22082218527793884 (0.23014423747857413) | > loss_disc_real_5: 0.17577067017555237 (0.22354348003864288) | > loss_0: 2.3713674545288086 (2.3810723887549505) | > loss_gen: 2.659961700439453 (2.49825480249193) | > loss_kl: 2.498404026031494 (2.8056397438049316) | > loss_feat: 7.456487655639648 (6.92916546927558) | > loss_mel: 19.040199279785156 (17.837216907077366) | > loss_duration: 2.1579015254974365 (2.3097204632229276) | > loss_1: 33.81295394897461 (32.37999704149034)  --> STEP: 10 | > loss_disc: 2.7281763553619385 (2.4157827854156495) | > loss_disc_real_0: 0.2242879867553711 (0.18301141560077666) | > loss_disc_real_1: 0.22617606818675995 (0.18353094756603242) | > loss_disc_real_2: 0.31958091259002686 (0.26152136027812956) | > loss_disc_real_3: 0.262212336063385 (0.25673982203006745) | > loss_disc_real_4: 0.31493568420410156 (0.23862338215112686) | > loss_disc_real_5: 0.32686570286750793 (0.23387570232152938) | > loss_0: 2.7281763553619385 (2.4157827854156495) | > loss_gen: 2.4956107139587402 (2.4979903936386108) | > loss_kl: 2.9505627155303955 (2.820132040977478) | > loss_feat: 3.9986178874969482 (6.636110711097717) | > loss_mel: 13.95901870727539 (17.449397087097168) | > loss_duration: 2.394050359725952 (2.31815345287323) | > loss_1: 25.797861099243164 (31.721783447265626)  --> STEP: 11 | > loss_disc: 2.242237091064453 (2.400005904110995) | > loss_disc_real_0: 0.11735179275274277 (0.17704235897822815) | > loss_disc_real_1: 0.1652047485113144 (0.18186492947014896) | > loss_disc_real_2: 0.22490622103214264 (0.25819271125576715) | > loss_disc_real_3: 0.24037222564220428 (0.2552518587220799) | > loss_disc_real_4: 0.24981312453746796 (0.23964063145897604) | > loss_disc_real_5: 0.265973836183548 (0.2367937144908038) | > loss_0: 2.242237091064453 (2.400005904110995) | > loss_gen: 2.4938864707946777 (2.497617309743708) | > loss_kl: 3.367701292037964 (2.8699110638011587) | > loss_feat: 6.263927936553955 (6.602275913411921) | > loss_mel: 18.49540138244629 (17.54448838667436) | > loss_duration: 2.513763427734375 (2.335936177860607) | > loss_1: 33.134681701660156 (31.850228743119672)  --> STEP: 12 | > loss_disc: 2.459453582763672 (2.4049598773320517) | > loss_disc_real_0: 0.12204593420028687 (0.17245932358006635) | > loss_disc_real_1: 0.19974425435066223 (0.18335487321019173) | > loss_disc_real_2: 0.2260831594467163 (0.2555169152716796) | > loss_disc_real_3: 0.30274975299835205 (0.2592100165784359) | > loss_disc_real_4: 0.2521361708641052 (0.24068192640940347) | > loss_disc_real_5: 0.21366842091083527 (0.23486660669247308) | > loss_0: 2.459453582763672 (2.4049598773320517) | > loss_gen: 2.3338375091552734 (2.483968993028005) | > loss_kl: 3.1464765071868896 (2.892958184083303) | > loss_feat: 6.408937454223633 (6.58616437514623) | > loss_mel: 18.231815338134766 (17.601765632629395) | > loss_duration: 2.3077213764190674 (2.333584944407145) | > loss_1: 32.42878723144531 (31.898441950480144)  --> STEP: 13 | > loss_disc: 2.529949903488159 (2.4145744947286754) | > loss_disc_real_0: 0.20244628190994263 (0.17476601268236452) | > loss_disc_real_1: 0.24844667315483093 (0.18836193474439475) | > loss_disc_real_2: 0.291006863117218 (0.25824691125979793) | > loss_disc_real_3: 0.2990392744541168 (0.26227380564579594) | > loss_disc_real_4: 0.3129896819591522 (0.24624406145169184) | > loss_disc_real_5: 0.2320288121700287 (0.23464831480613121) | > loss_0: 2.529949903488159 (2.4145744947286754) | > loss_gen: 2.816537857055664 (2.509551213337825) | > loss_kl: 2.6826233863830566 (2.876778584260207) | > loss_feat: 5.6263933181762695 (6.512335832302387) | > loss_mel: 14.920663833618164 (17.395527032705452) | > loss_duration: 2.1799275875091553 (2.3217651477226844) | > loss_1: 28.226146697998047 (31.61595770028921)  --> STEP: 14 | > loss_disc: 2.523404598236084 (2.422348073550633) | > loss_disc_real_0: 0.14618314802646637 (0.17272437949265754) | > loss_disc_real_1: 0.11423973739147186 (0.18306749207632883) | > loss_disc_real_2: 0.22694365680217743 (0.25601096451282507) | > loss_disc_real_3: 0.28471556305885315 (0.26387678831815714) | > loss_disc_real_4: 0.23803265392780304 (0.24565753234284265) | > loss_disc_real_5: 0.29093170166015625 (0.23866855672427587) | > loss_0: 2.523404598236084 (2.422348073550633) | > loss_gen: 2.1960322856903076 (2.487157004220145) | > loss_kl: 3.796491861343384 (2.942472389766148) | > loss_feat: 6.326963424682617 (6.499094946043832) | > loss_mel: 19.29698371887207 (17.531345367431637) | > loss_duration: 2.401986598968506 (2.3274952513831004) | > loss_1: 34.018455505371094 (31.78756468636649)  --> STEP: 15 | > loss_disc: 2.092235565185547 (2.4003405729929606) | > loss_disc_real_0: 0.10509173572063446 (0.16821553657452265) | > loss_disc_real_1: 0.17789693176746368 (0.1827227880557378) | > loss_disc_real_2: 0.22159424424171448 (0.253716516494751) | > loss_disc_real_3: 0.2464267611503601 (0.2627134531736373) | > loss_disc_real_4: 0.20674632489681244 (0.24306345184644063) | > loss_disc_real_5: 0.19466611742973328 (0.23573506077130635) | > loss_0: 2.092235565185547 (2.4003405729929606) | > loss_gen: 2.795546531677246 (2.5077163060506185) | > loss_kl: 3.6171021461486816 (2.987447706858317) | > loss_feat: 8.75291919708252 (6.649349896113078) | > loss_mel: 18.627920150756836 (17.60445035298665) | > loss_duration: 2.293057441711426 (2.3251993974049885) | > loss_1: 36.086544036865234 (32.07416330973307)  --> STEP: 16 | > loss_disc: 2.77056884765625 (2.423479840159416) | > loss_disc_real_0: 0.3201582729816437 (0.17771195759996772) | > loss_disc_real_1: 0.2664856016635895 (0.18795796390622854) | > loss_disc_real_2: 0.35206761956214905 (0.2598634604364634) | > loss_disc_real_3: 0.33701953291893005 (0.26735758315771807) | > loss_disc_real_4: 0.2781084179878235 (0.24525376223027706) | > loss_disc_real_5: 0.30541837215423584 (0.24009026773273945) | > loss_0: 2.77056884765625 (2.423479840159416) | > loss_gen: 2.748511791229248 (2.522766023874283) | > loss_kl: 2.8072571754455566 (2.9761857986450195) | > loss_feat: 7.107980251312256 (6.678014293313026) | > loss_mel: 16.048402786254883 (17.507197380065914) | > loss_duration: 2.4140396118164062 (2.330751910805702) | > loss_1: 31.126192092895508 (32.014915108680725)  --> STEP: 17 | > loss_disc: 2.653444766998291 (2.437007188796997) | > loss_disc_real_0: 0.26544639468193054 (0.18287280684008317) | > loss_disc_real_1: 0.20578071475028992 (0.18900636101470275) | > loss_disc_real_2: 0.37651947140693665 (0.26672557872884417) | > loss_disc_real_3: 0.2687528133392334 (0.26743965552133664) | > loss_disc_real_4: 0.2957026958465576 (0.2482213465606465) | > loss_disc_real_5: 0.2912450432777405 (0.24309937217656305) | > loss_0: 2.653444766998291 (2.437007188796997) | > loss_gen: 2.7356560230255127 (2.535288965000826) | > loss_kl: 2.389789342880249 (2.941691889482386) | > loss_feat: 5.9485063552856445 (6.635102061664357) | > loss_mel: 17.358020782470703 (17.498422286089724) | > loss_duration: 2.5032670497894287 (2.3408998601576863) | > loss_1: 30.935239791870117 (31.95140479592716)  --> STEP: 18 | > loss_disc: 2.3212130069732666 (2.4305741786956787) | > loss_disc_real_0: 0.13078591227531433 (0.1799790904753738) | > loss_disc_real_1: 0.14578473567962646 (0.1866051596071985) | > loss_disc_real_2: 0.2545197010040283 (0.26604747441079885) | > loss_disc_real_3: 0.2135777473449707 (0.2644473272893163) | > loss_disc_real_4: 0.1795787811279297 (0.24440787070327336) | > loss_disc_real_5: 0.19579140841960907 (0.24047115196784338) | > loss_0: 2.3212130069732666 (2.4305741786956787) | > loss_gen: 2.433347225189209 (2.5296255350112915) | > loss_kl: 3.1143338680267334 (2.9512831105126276) | > loss_feat: 9.508652687072754 (6.794743763075934) | > loss_mel: 16.987995147705078 (17.470065222846134) | > loss_duration: 2.2590556144714355 (2.336352957619561) | > loss_1: 34.303382873535156 (32.08207024468316)  --> STEP: 19 | > loss_disc: 2.442272186279297 (2.431189863305343) | > loss_disc_real_0: 0.23943260312080383 (0.18310822271987012) | > loss_disc_real_1: 0.1825508177280426 (0.18639177319250608) | > loss_disc_real_2: 0.2688746750354767 (0.26619627444367666) | > loss_disc_real_3: 0.298919677734375 (0.26626166152326675) | > loss_disc_real_4: 0.2749912142753601 (0.24601752036496213) | > loss_disc_real_5: 0.2641575038433075 (0.24171780206655202) | > loss_0: 2.442272186279297 (2.431189863305343) | > loss_gen: 2.8169000148773193 (2.5447452444779244) | > loss_kl: 2.007624626159668 (2.9016168744940507) | > loss_feat: 6.779319763183594 (6.793931973607917) | > loss_mel: 17.02918815612793 (17.44686116670307) | > loss_duration: 2.264616012573242 (2.3325773289329126) | > loss_1: 30.897647857666016 (32.019732224313834)  --> STEP: 20 | > loss_disc: 2.5363404750823975 (2.4364473938941957) | > loss_disc_real_0: 0.2253633737564087 (0.18522098027169703) | > loss_disc_real_1: 0.13398119807243347 (0.18377124443650245) | > loss_disc_real_2: 0.2736428380012512 (0.26656860262155535) | > loss_disc_real_3: 0.28132909536361694 (0.26701503321528425) | > loss_disc_real_4: 0.2559649646282196 (0.246514892578125) | > loss_disc_real_5: 0.231267049908638 (0.2411952644586563) | > loss_0: 2.5363404750823975 (2.4364473938941957) | > loss_gen: 2.334540843963623 (2.5342350244522094) | > loss_kl: 2.289127826690674 (2.870992422103882) | > loss_feat: 6.158547878265381 (6.76216276884079) | > loss_mel: 18.681577682495117 (17.508596992492674) | > loss_duration: 2.349515914916992 (2.3334242582321165) | > loss_1: 31.813310623168945 (32.00941114425659)  --> STEP: 21 | > loss_disc: 2.27496600151062 (2.428757803780692) | > loss_disc_real_0: 0.14828048646450043 (0.18346190913802102) | > loss_disc_real_1: 0.17421306669712067 (0.1833160931155795) | > loss_disc_real_2: 0.19548973441123962 (0.2631838946115403) | > loss_disc_real_3: 0.2762572765350342 (0.26745514004003423) | > loss_disc_real_4: 0.253756046295166 (0.2468597094217936) | > loss_disc_real_5: 0.17336300015449524 (0.23796515663464865) | > loss_0: 2.27496600151062 (2.428757803780692) | > loss_gen: 2.506981134414673 (2.532937220164708) | > loss_kl: 2.7699685096740723 (2.8661817596072243) | > loss_feat: 5.793379783630371 (6.716030245735531) | > loss_mel: 15.85762882232666 (17.429979460580007) | > loss_duration: 2.184155225753784 (2.3263162090664817) | > loss_1: 29.11211395263672 (31.87144461132231)  --> STEP: 22 | > loss_disc: 2.3176095485687256 (2.4237056103619663) | > loss_disc_real_0: 0.07032980024814606 (0.1783195405521176) | > loss_disc_real_1: 0.16896170377731323 (0.18266362087293106) | > loss_disc_real_2: 0.20448924601078033 (0.2605159560387785) | > loss_disc_real_3: 0.2847922444343567 (0.26824319023977616) | > loss_disc_real_4: 0.19166843593120575 (0.24435101517222144) | > loss_disc_real_5: 0.19393013417720795 (0.23596356470476498) | > loss_0: 2.3176095485687256 (2.4237056103619663) | > loss_gen: 2.2343742847442627 (2.5193661776455967) | > loss_kl: 2.1432318687438965 (2.8333204009316186) | > loss_feat: 7.81976318359375 (6.766199924729087) | > loss_mel: 20.52310562133789 (17.570576104250822) | > loss_duration: 2.1928508281707764 (2.3202496008439497) | > loss_1: 34.913326263427734 (32.009711959145285)  --> STEP: 23 | > loss_disc: 2.4679408073425293 (2.425628879795904) | > loss_disc_real_0: 0.2449382245540619 (0.18121600507394128) | > loss_disc_real_1: 0.13022840023040771 (0.1803838286710822) | > loss_disc_real_2: 0.20812839269638062 (0.25823823589345685) | > loss_disc_real_3: 0.3057492971420288 (0.26987389053987415) | > loss_disc_real_4: 0.28060755133628845 (0.24592738630978958) | > loss_disc_real_5: 0.2752141058444977 (0.23767010997170987) | > loss_0: 2.4679408073425293 (2.425628879795904) | > loss_gen: 2.4181036949157715 (2.5149634610051694) | > loss_kl: 2.16745662689209 (2.8043698020603345) | > loss_feat: 6.731959342956543 (6.764711203782455) | > loss_mel: 17.418813705444336 (17.56397773908532) | > loss_duration: 2.303402900695801 (2.319517135620117) | > loss_1: 31.039737701416016 (31.96753916533097)  --> STEP: 24 | > loss_disc: 2.246035575866699 (2.4181458254655204) | > loss_disc_real_0: 0.053778499364852905 (0.17590610900272927) | > loss_disc_real_1: 0.17957542836666107 (0.18035014532506466) | > loss_disc_real_2: 0.21075884997844696 (0.2562599281469981) | > loss_disc_real_3: 0.26624804735183716 (0.2697228137403726) | > loss_disc_real_4: 0.2210618257522583 (0.2448913212865591) | > loss_disc_real_5: 0.274827778339386 (0.2392183461536964) | > loss_0: 2.246035575866699 (2.4181458254655204) | > loss_gen: 2.551084041595459 (2.5164684851964316) | > loss_kl: 2.340876579284668 (2.7850575844446817) | > loss_feat: 8.050745010375977 (6.818295945723851) | > loss_mel: 19.361486434936523 (17.638873934745785) | > loss_duration: 2.374736785888672 (2.321817954381307) | > loss_1: 34.67892837524414 (32.08051371574402)  --> STEP: 25 | > loss_disc: 2.3396873474121094 (2.415007486343384) | > loss_disc_real_0: 0.053315818309783936 (0.17100249737501144) | > loss_disc_real_1: 0.16899801790714264 (0.17989606022834778) | > loss_disc_real_2: 0.2501472234725952 (0.256015419960022) | > loss_disc_real_3: 0.24613666534423828 (0.2687793678045272) | > loss_disc_real_4: 0.19960728287696838 (0.2430799597501755) | > loss_disc_real_5: 0.19232024252414703 (0.2373424220085144) | > loss_0: 2.3396873474121094 (2.415007486343384) | > loss_gen: 2.1617069244384766 (2.5022780227661134) | > loss_kl: 2.6738946437835693 (2.780611066818237) | > loss_feat: 5.485048294067383 (6.764966039657593) | > loss_mel: 14.862119674682617 (17.527803764343258) | > loss_duration: 2.350180149078369 (2.3229524421691896) | > loss_1: 27.532949447631836 (31.89861114501953)  --> STEP: 26 | > loss_disc: 2.1407907009124756 (2.4044606869037333) | > loss_disc_real_0: 0.08700700849294662 (0.16777190164877817) | > loss_disc_real_1: 0.11228746920824051 (0.1772957298044975) | > loss_disc_real_2: 0.1441895216703415 (0.25171442387195736) | > loss_disc_real_3: 0.2381269633769989 (0.2676004291726992) | > loss_disc_real_4: 0.1495290845632553 (0.23948184916606316) | > loss_disc_real_5: 0.11884579807519913 (0.23278485954954073) | > loss_0: 2.1407907009124756 (2.4044606869037333) | > loss_gen: 2.2067182064056396 (2.4909103375214796) | > loss_kl: 2.34315824508667 (2.7637859582901) | > loss_feat: 11.772271156311035 (6.9575546979904175) | > loss_mel: 18.272884368896484 (17.556460710672226) | > loss_duration: 2.28963303565979 (2.321670926534213) | > loss_1: 36.884666442871094 (32.090382502629204) --> EVAL PERFORMANCE | > avg_loader_time: 0.002414987637446477 (+2.5831736051119825e-05) | > avg_loss_disc: 2.4044606869037333 (-0.07874391629145716) | > avg_loss_disc_real_0: 0.16777190164877817 (+0.06890374952210829) | > avg_loss_disc_real_1: 0.1772957298044975 (-0.012957985871113242) | > avg_loss_disc_real_2: 0.25171442387195736 (+0.02040196210145953) | > avg_loss_disc_real_3: 0.2676004291726992 (+0.034309754004845205) | > avg_loss_disc_real_4: 0.23948184916606316 (+0.02511558022636634) | > avg_loss_disc_real_5: 0.23278485954954073 (+0.015965007532101394) | > avg_loss_0: 2.4044606869037333 (-0.07874391629145716) | > avg_loss_gen: 2.4909103375214796 (+0.3746125010343704) | > avg_loss_kl: 2.7637859582901 (-0.08086380591759301) | > avg_loss_feat: 6.9575546979904175 (+0.23315951457390405) | > avg_loss_mel: 17.556460710672226 (-0.18745726805467555) | > avg_loss_duration: 2.321670926534213 (-0.007358505175663499) | > avg_loss_1: 32.090382502629204 (+0.33209250523493594)  > EPOCH: 513/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:43:58)   --> TIME: 2024-06-11 13:44:03 -- STEP: 9/330 -- GLOBAL_STEP: 257300 | > loss_disc: 2.3658766746520996 (2.294157796435886) | > loss_disc_real_0: 0.0899934247136116 (0.09358653757307264) | > loss_disc_real_1: 0.18164213001728058 (0.19151326848400962) | > loss_disc_real_2: 0.2041465789079666 (0.2046612948179245) | > loss_disc_real_3: 0.23961512744426727 (0.23197017775641549) | > loss_disc_real_4: 0.22718068957328796 (0.2240078267123964) | > loss_disc_real_5: 0.2207268923521042 (0.22959391276041666) | > loss_0: 2.3658766746520996 (2.294157796435886) | > grad_norm_0: tensor(10.4197, device='cuda:0') (tensor(8.9065, device='cuda:0')) | > loss_gen: 2.4856526851654053 (2.477882146835327) | > loss_kl: 1.9820663928985596 (1.9064977963765461) | > loss_feat: 6.862621307373047 (6.7485791312323675) | > loss_mel: 18.18863868713379 (17.99333996242947) | > loss_duration: 2.070740222930908 (2.154122511545817) | > loss_1: 31.589717864990234 (31.280420939127605) | > grad_norm_1: tensor(60.8787, device='cuda:0') (tensor(82.2224, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3622 (0.3651350869072808) | > loader_time: 0.0031 (0.0031122631496853298)  --> TIME: 2024-06-11 13:44:12 -- STEP: 34/330 -- GLOBAL_STEP: 257325 | > loss_disc: 2.4252495765686035 (2.347114548963659) | > loss_disc_real_0: 0.09619638323783875 (0.10332398346680052) | > loss_disc_real_1: 0.17646384239196777 (0.1988162109080483) | > loss_disc_real_2: 0.2486029714345932 (0.2108539211399415) | > loss_disc_real_3: 0.23494228720664978 (0.2309072543593014) | > loss_disc_real_4: 0.23591913282871246 (0.22842268251320896) | > loss_disc_real_5: 0.24223923683166504 (0.2238883292850326) | > loss_0: 2.4252495765686035 (2.347114548963659) | > grad_norm_0: tensor(20.7666, device='cuda:0') (tensor(10.9608, device='cuda:0')) | > loss_gen: 2.470167636871338 (2.472588938825271) | > loss_kl: 2.0789501667022705 (1.8900597130551058) | > loss_feat: 7.177042484283447 (6.931299784604241) | > loss_mel: 17.825443267822266 (17.868505421806784) | > loss_duration: 2.0401034355163574 (2.047212043229272) | > loss_1: 31.591707229614258 (31.209665859446805) | > grad_norm_1: tensor(400.9709, device='cuda:0') (tensor(133.5802, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3669 (0.3573653838213752) | > loader_time: 0.0032 (0.00324855131261489)  --> TIME: 2024-06-11 13:44:21 -- STEP: 59/330 -- GLOBAL_STEP: 257350 | > loss_disc: 2.4635114669799805 (2.3505352068755596) | > loss_disc_real_0: 0.18778061866760254 (0.10831356155922857) | > loss_disc_real_1: 0.2107556164264679 (0.20012601704920752) | > loss_disc_real_2: 0.23273618519306183 (0.20884635286816097) | > loss_disc_real_3: 0.2248501032590866 (0.22828287896463426) | > loss_disc_real_4: 0.22497817873954773 (0.22894369444604648) | > loss_disc_real_5: 0.2201959490776062 (0.22431702608779325) | > loss_0: 2.4635114669799805 (2.3505352068755596) | > grad_norm_0: tensor(35.7572, device='cuda:0') (tensor(17.0070, device='cuda:0')) | > loss_gen: 2.3236045837402344 (2.4726925542799094) | > loss_kl: 1.7262133359909058 (1.8746737868098888) | > loss_feat: 6.320576190948486 (6.919942152702202) | > loss_mel: 17.18130111694336 (17.82460791377698) | > loss_duration: 1.9762595891952515 (2.0247104289168028) | > loss_1: 29.5279541015625 (31.116626836485782) | > grad_norm_1: tensor(405.4220, device='cuda:0') (tensor(200.7980, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3597 (0.3595546100099208) | > loader_time: 0.0034 (0.0033768435656014134)  --> TIME: 2024-06-11 13:44:30 -- STEP: 84/330 -- GLOBAL_STEP: 257375 | > loss_disc: 2.3494820594787598 (2.3460700455166053) | > loss_disc_real_0: 0.10049206763505936 (0.1084321861022285) | > loss_disc_real_1: 0.1996699720621109 (0.199163129819291) | > loss_disc_real_2: 0.2507326304912567 (0.21071088314056396) | > loss_disc_real_3: 0.23509515821933746 (0.2281408600863956) | > loss_disc_real_4: 0.2436143457889557 (0.22854493629364742) | > loss_disc_real_5: 0.23547758162021637 (0.22315904462621325) | > loss_0: 2.3494820594787598 (2.3460700455166053) | > grad_norm_0: tensor(10.9402, device='cuda:0') (tensor(18.2601, device='cuda:0')) | > loss_gen: 2.4416584968566895 (2.4723858975228805) | > loss_kl: 1.9300260543823242 (1.892581887188412) | > loss_feat: 6.3198137283325195 (6.9554759831655595) | > loss_mel: 17.13375473022461 (17.792052019210086) | > loss_duration: 2.0935137271881104 (2.0163880075727185) | > loss_1: 29.918766021728516 (31.128883838653564) | > grad_norm_1: tensor(70.3562, device='cuda:0') (tensor(224.3683, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3481 (0.36153279883520945) | > loader_time: 0.0037 (0.0034827476456051783)  --> TIME: 2024-06-11 13:44:40 -- STEP: 109/330 -- GLOBAL_STEP: 257400 | > loss_disc: 2.386920690536499 (2.347479352163613) | > loss_disc_real_0: 0.09072542190551758 (0.11010340201335216) | > loss_disc_real_1: 0.2107875943183899 (0.19979265072476973) | > loss_disc_real_2: 0.2087118923664093 (0.21084903495027385) | > loss_disc_real_3: 0.23722943663597107 (0.22810063162528046) | > loss_disc_real_4: 0.2518535852432251 (0.22831396047675281) | > loss_disc_real_5: 0.23667515814304352 (0.22268975409892722) | > loss_0: 2.386920690536499 (2.347479352163613) | > grad_norm_0: tensor(11.4536, device='cuda:0') (tensor(18.4152, device='cuda:0')) | > loss_gen: 2.4364137649536133 (2.4784087456694435) | > loss_kl: 1.792446255683899 (1.9055113059665085) | > loss_feat: 6.732022285461426 (6.994675771905742) | > loss_mel: 17.7545223236084 (17.823037716226843) | > loss_duration: 1.964163899421692 (2.016392979053182) | > loss_1: 30.679569244384766 (31.218026484918155) | > grad_norm_1: tensor(69.9164, device='cuda:0') (tensor(226.4826, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3758 (0.363057746799714) | > loader_time: 0.0037 (0.003583181888685314)  --> TIME: 2024-06-11 13:44:49 -- STEP: 134/330 -- GLOBAL_STEP: 257425 | > loss_disc: 2.3700790405273438 (2.3497350980986416) | > loss_disc_real_0: 0.14921022951602936 (0.11163535160916065) | > loss_disc_real_1: 0.17449238896369934 (0.19935223115469092) | > loss_disc_real_2: 0.20683491230010986 (0.21095604493991651) | > loss_disc_real_3: 0.22966909408569336 (0.22890189690376395) | > loss_disc_real_4: 0.19106215238571167 (0.22819638496904232) | > loss_disc_real_5: 0.1923169195652008 (0.22263350982719393) | > loss_0: 2.3700790405273438 (2.3497350980986416) | > grad_norm_0: tensor(11.5197, device='cuda:0') (tensor(20.0757, device='cuda:0')) | > loss_gen: 2.4926538467407227 (2.4820939409199045) | > loss_kl: 2.044790267944336 (1.9218535138599908) | > loss_feat: 6.94860315322876 (7.005524165594756) | > loss_mel: 17.50298500061035 (17.844443449333532) | > loss_duration: 2.0387916564941406 (2.0194758043360355) | > loss_1: 31.02782440185547 (31.273390855362166) | > grad_norm_1: tensor(295.0629, device='cuda:0') (tensor(232.3664, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3735 (0.36486848254701987) | > loader_time: 0.0042 (0.0036708152116234623)  --> TIME: 2024-06-11 13:44:59 -- STEP: 159/330 -- GLOBAL_STEP: 257450 | > loss_disc: 2.295677900314331 (2.3475578970879134) | > loss_disc_real_0: 0.11435654759407043 (0.11176638940126642) | > loss_disc_real_1: 0.1484670639038086 (0.19901098339062817) | > loss_disc_real_2: 0.22116589546203613 (0.21154025590644693) | > loss_disc_real_3: 0.2127816528081894 (0.22927594681580862) | > loss_disc_real_4: 0.2046520709991455 (0.22809270567863993) | > loss_disc_real_5: 0.21631544828414917 (0.22239565802445202) | > loss_0: 2.295677900314331 (2.3475578970879134) | > grad_norm_0: tensor(5.9639, device='cuda:0') (tensor(21.6446, device='cuda:0')) | > loss_gen: 2.457352638244629 (2.4925466813381374) | > loss_kl: 1.9929912090301514 (1.9303344750554308) | > loss_feat: 7.30159330368042 (7.03120859913856) | > loss_mel: 17.536828994750977 (17.81867124449532) | > loss_duration: 2.031096935272217 (2.0219360530001564) | > loss_1: 31.319862365722656 (31.294697011791683) | > grad_norm_1: tensor(303.7176, device='cuda:0') (tensor(245.8892, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3817 (0.36689188495372094) | > loader_time: 0.0044 (0.0037816980349942575)  --> TIME: 2024-06-11 13:45:09 -- STEP: 184/330 -- GLOBAL_STEP: 257475 | > loss_disc: 2.399801015853882 (2.3466856129791434) | > loss_disc_real_0: 0.1862604022026062 (0.11190114516521925) | > loss_disc_real_1: 0.19283826649188995 (0.19873904776961906) | > loss_disc_real_2: 0.25774097442626953 (0.2121379013456728) | > loss_disc_real_3: 0.2522701323032379 (0.22959979089057964) | > loss_disc_real_4: 0.24290427565574646 (0.22799248167354128) | > loss_disc_real_5: 0.2781639099121094 (0.22257948901666247) | > loss_0: 2.399801015853882 (2.3466856129791434) | > grad_norm_0: tensor(22.0421, device='cuda:0') (tensor(23.7131, device='cuda:0')) | > loss_gen: 2.75506854057312 (2.5044810383216203) | > loss_kl: 1.9006801843643188 (1.9374052836843159) | > loss_feat: 7.119663715362549 (7.050438453321871) | > loss_mel: 17.579198837280273 (17.796459923619803) | > loss_duration: 2.0708212852478027 (2.0283698957899325) | > loss_1: 31.425432205200195 (31.317154573357623) | > grad_norm_1: tensor(351.0721, device='cuda:0') (tensor(265.9548, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.3954 (0.370209784611412) | > loader_time: 0.0045 (0.0038890385109445324)  --> TIME: 2024-06-11 13:45:19 -- STEP: 209/330 -- GLOBAL_STEP: 257500 | > loss_disc: 2.3652055263519287 (2.353378974649896) | > loss_disc_real_0: 0.08040125668048859 (0.11514971863353651) | > loss_disc_real_1: 0.1754428744316101 (0.1987094763648567) | > loss_disc_real_2: 0.1895592212677002 (0.21263133502748024) | > loss_disc_real_3: 0.26231831312179565 (0.22947382520545612) | > loss_disc_real_4: 0.24584147334098816 (0.2281526055490001) | > loss_disc_real_5: 0.2061396688222885 (0.22210009552930532) | > loss_0: 2.3652055263519287 (2.353378974649896) | > grad_norm_0: tensor(16.9710, device='cuda:0') (tensor(27.1736, device='cuda:0')) | > loss_gen: 2.487504243850708 (2.5043610374322935) | > loss_kl: 2.0872669219970703 (1.9423033267117003) | > loss_feat: 6.832930088043213 (7.056708196703897) | > loss_mel: 17.83978843688965 (17.782096260472343) | > loss_duration: 2.1099777221679688 (2.0357154373917274) | > loss_1: 31.357467651367188 (31.321184222207684) | > grad_norm_1: tensor(586.8782, device='cuda:0') (tensor(286.0623, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.4047 (0.37363733629290596) | > loader_time: 0.0055 (0.004050460158352646) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_257500.pth  --> TIME: 2024-06-11 13:45:35 -- STEP: 234/330 -- GLOBAL_STEP: 257525 | > loss_disc: 2.3496668338775635 (2.3590118569186616) | > loss_disc_real_0: 0.11332264542579651 (0.1173792023721159) | > loss_disc_real_1: 0.1920262575149536 (0.19903594350967652) | > loss_disc_real_2: 0.22845889627933502 (0.21233453378718123) | > loss_disc_real_3: 0.2092878520488739 (0.2295969462929628) | > loss_disc_real_4: 0.25065863132476807 (0.22825521663722828) | > loss_disc_real_5: 0.23235557973384857 (0.2231121629349187) | > loss_0: 2.3496668338775635 (2.3590118569186616) | > grad_norm_0: tensor(36.1072, device='cuda:0') (tensor(29.6204, device='cuda:0')) | > loss_gen: 2.330578327178955 (2.499907277588153) | > loss_kl: 1.9519709348678589 (1.9424177571239634) | > loss_feat: 6.059459686279297 (7.03727652068831) | > loss_mel: 17.10543441772461 (17.753912257333088) | > loss_duration: 2.1105775833129883 (2.043908414677675) | > loss_1: 29.558021545410156 (31.27742218767476) | > grad_norm_1: tensor(381.6851, device='cuda:0') (tensor(296.5820, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.4208 (0.37994234480409567) | > loader_time: 0.0061 (0.004272668789594601)  --> TIME: 2024-06-11 13:45:46 -- STEP: 259/330 -- GLOBAL_STEP: 257550 | > loss_disc: 2.3876075744628906 (2.3584997911711003) | > loss_disc_real_0: 0.12213455140590668 (0.11765538220757683) | > loss_disc_real_1: 0.2050793319940567 (0.1986706835077536) | > loss_disc_real_2: 0.1986159235239029 (0.21195827482059656) | > loss_disc_real_3: 0.22856806218624115 (0.22928575624830475) | > loss_disc_real_4: 0.25020408630371094 (0.22831635246175597) | > loss_disc_real_5: 0.21477237343788147 (0.22288393421983166) | > loss_0: 2.3876075744628906 (2.3584997911711003) | > grad_norm_0: tensor(29.4165, device='cuda:0') (tensor(29.1608, device='cuda:0')) | > loss_gen: 2.4467451572418213 (2.496215814789291) | > loss_kl: 2.025747060775757 (1.9415906041745514) | > loss_feat: 6.7618279457092285 (7.041559797456366) | > loss_mel: 17.545730590820312 (17.703031768209687) | > loss_duration: 2.153468132019043 (2.0513001694182154) | > loss_1: 30.933517456054688 (31.23369816371373) | > grad_norm_1: tensor(141.0824, device='cuda:0') (tensor(298.2647, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.4199 (0.38467551106191533) | > loader_time: 0.0065 (0.0044420483489754576)  --> TIME: 2024-06-11 13:45:58 -- STEP: 284/330 -- GLOBAL_STEP: 257575 | > loss_disc: 2.376591920852661 (2.3590362676432437) | > loss_disc_real_0: 0.10286495834589005 (0.11803766763703503) | > loss_disc_real_1: 0.1742882877588272 (0.19900008904891958) | > loss_disc_real_2: 0.19027310609817505 (0.21203035352305627) | > loss_disc_real_3: 0.22839237749576569 (0.22906778789532017) | > loss_disc_real_4: 0.23104996979236603 (0.228462965555594) | > loss_disc_real_5: 0.18827460706233978 (0.22278170130202474) | > loss_0: 2.376591920852661 (2.3590362676432437) | > grad_norm_0: tensor(51.5680, device='cuda:0') (tensor(29.7595, device='cuda:0')) | > loss_gen: 2.507662773132324 (2.493667076171285) | > loss_kl: 1.9643819332122803 (1.9427470652989938) | > loss_feat: 7.370737552642822 (7.054281092025863) | > loss_mel: 17.22443199157715 (17.68327068275129) | > loss_duration: 2.160334825515747 (2.0602365245281797) | > loss_1: 31.227550506591797 (31.234202465540925) | > grad_norm_1: tensor(402.6752, device='cuda:0') (tensor(304.0888, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.4478 (0.38954535840262844) | > loader_time: 0.0062 (0.0046051346080403935)  --> TIME: 2024-06-11 13:46:10 -- STEP: 309/330 -- GLOBAL_STEP: 257600 | > loss_disc: 2.318291664123535 (2.3631869257460916) | > loss_disc_real_0: 0.06636060774326324 (0.11983582241201478) | > loss_disc_real_1: 0.2624559700489044 (0.19994857015154516) | > loss_disc_real_2: 0.2723873257637024 (0.21255558844908928) | > loss_disc_real_3: 0.23701229691505432 (0.2290451720983851) | > loss_disc_real_4: 0.22856730222702026 (0.22830280107008988) | > loss_disc_real_5: 0.2069208323955536 (0.22245523396240474) | > loss_0: 2.318291664123535 (2.3631869257460916) | > grad_norm_0: tensor(27.8650, device='cuda:0') (tensor(31.9621, device='cuda:0')) | > loss_gen: 2.6058096885681152 (2.491111006937367) | > loss_kl: 1.9698995351791382 (1.945229948917253) | > loss_feat: 7.655815601348877 (7.065544299708986) | > loss_mel: 16.3825740814209 (17.626004820888483) | > loss_duration: 2.234027862548828 (2.07172292798854) | > loss_1: 30.848127365112305 (31.199613040319154) | > grad_norm_1: tensor(276.6482, device='cuda:0') (tensor(316.4778, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.4969 (0.3966593603485997) | > loader_time: 0.0074 (0.0047944903759508835)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.663776397705078 (2.663776397705078) | > loss_disc_real_0: 0.18358257412910461 (0.18358257412910461) | > loss_disc_real_1: 0.3249100148677826 (0.3249100148677826) | > loss_disc_real_2: 0.26344382762908936 (0.26344382762908936) | > loss_disc_real_3: 0.2781422436237335 (0.2781422436237335) | > loss_disc_real_4: 0.31833672523498535 (0.31833672523498535) | > loss_disc_real_5: 0.2724549174308777 (0.2724549174308777) | > loss_0: 2.663776397705078 (2.663776397705078) | > loss_gen: 2.5325708389282227 (2.5325708389282227) | > loss_kl: 2.6587107181549072 (2.6587107181549072) | > loss_feat: 4.441126823425293 (4.441126823425293) | > loss_mel: 14.162871360778809 (14.162871360778809) | > loss_duration: 2.9664294719696045 (2.9664294719696045) | > loss_1: 26.761709213256836 (26.761709213256836)  --> STEP: 1 | > loss_disc: 2.295797109603882 (2.295797109603882) | > loss_disc_real_0: 0.1976923942565918 (0.1976923942565918) | > loss_disc_real_1: 0.1671314537525177 (0.1671314537525177) | > loss_disc_real_2: 0.18443092703819275 (0.18443092703819275) | > loss_disc_real_3: 0.21469171345233917 (0.21469171345233917) | > loss_disc_real_4: 0.21328505873680115 (0.21328505873680115) | > loss_disc_real_5: 0.2041747272014618 (0.2041747272014618) | > loss_0: 2.295797109603882 (2.295797109603882) | > loss_gen: 2.4605042934417725 (2.4605042934417725) | > loss_kl: 3.0725550651550293 (3.0725550651550293) | > loss_feat: 7.699624538421631 (7.699624538421631) | > loss_mel: 18.03343963623047 (18.03343963623047) | > loss_duration: 2.393834352493286 (2.393834352493286) | > loss_1: 33.65995788574219 (33.65995788574219)  --> STEP: 2 | > loss_disc: 2.11053466796875 (2.203165888786316) | > loss_disc_real_0: 0.04438314959406853 (0.12103777192533016) | > loss_disc_real_1: 0.18336379528045654 (0.17524762451648712) | > loss_disc_real_2: 0.18440359830856323 (0.184417262673378) | > loss_disc_real_3: 0.16924265027046204 (0.1919671818614006) | > loss_disc_real_4: 0.22959406673908234 (0.22143956273794174) | > loss_disc_real_5: 0.2111314833164215 (0.20765310525894165) | > loss_0: 2.11053466796875 (2.203165888786316) | > loss_gen: 2.3733222484588623 (2.4169132709503174) | > loss_kl: 3.143415689468384 (3.1079853773117065) | > loss_feat: 6.813753604888916 (7.256689071655273) | > loss_mel: 18.491609573364258 (18.262524604797363) | > loss_duration: 2.448293447494507 (2.4210638999938965) | > loss_1: 33.27039337158203 (33.46517562866211)  --> STEP: 3 | > loss_disc: 2.515636444091797 (2.3073227405548096) | > loss_disc_real_0: 0.09632638096809387 (0.1128006416062514) | > loss_disc_real_1: 0.29109033942222595 (0.21386186281840006) | > loss_disc_real_2: 0.24849559366703033 (0.20577670633792877) | > loss_disc_real_3: 0.23518967628479004 (0.20637468000253043) | > loss_disc_real_4: 0.20110024511814117 (0.2146597901980082) | > loss_disc_real_5: 0.14061100780963898 (0.18530573944250742) | > loss_0: 2.515636444091797 (2.3073227405548096) | > loss_gen: 2.0653553009033203 (2.299727280934652) | > loss_kl: 3.0717318058013916 (3.095900853474935) | > loss_feat: 5.773786544799805 (6.762388229370117) | > loss_mel: 15.121646881103516 (17.215565363566082) | > loss_duration: 2.3803484439849854 (2.4074920813242593) | > loss_1: 28.41286849975586 (31.781073252360027)  --> STEP: 4 | > loss_disc: 2.418285846710205 (2.3350635170936584) | > loss_disc_real_0: 0.13217706978321075 (0.11764474865049124) | > loss_disc_real_1: 0.2153911143541336 (0.21424417570233345) | > loss_disc_real_2: 0.19219335913658142 (0.20238086953759193) | > loss_disc_real_3: 0.209594264626503 (0.20717957615852356) | > loss_disc_real_4: 0.2207346111536026 (0.21617849543690681) | > loss_disc_real_5: 0.23789137601852417 (0.1984521485865116) | > loss_0: 2.418285846710205 (2.3350635170936584) | > loss_gen: 2.384708881378174 (2.3209726810455322) | > loss_kl: 2.9201319217681885 (3.0519586205482483) | > loss_feat: 6.933637619018555 (6.805200576782227) | > loss_mel: 16.744779586791992 (17.09786891937256) | > loss_duration: 2.292074203491211 (2.3786376118659973) | > loss_1: 31.275331497192383 (31.654637813568115)  --> STEP: 5 | > loss_disc: 2.575058937072754 (2.3830626010894775) | > loss_disc_real_0: 0.22525572776794434 (0.13916694447398187) | > loss_disc_real_1: 0.24731110036373138 (0.22085756063461304) | > loss_disc_real_2: 0.19167309999465942 (0.20023931562900543) | > loss_disc_real_3: 0.2198433130979538 (0.20971232354640962) | > loss_disc_real_4: 0.2649185061454773 (0.2259264975786209) | > loss_disc_real_5: 0.19111712276935577 (0.19698514342308043) | > loss_0: 2.575058937072754 (2.3830626010894775) | > loss_gen: 2.156557083129883 (2.288089561462402) | > loss_kl: 2.533820629119873 (2.948331022262573) | > loss_feat: 5.316152572631836 (6.507390975952148) | > loss_mel: 18.37855339050293 (17.354005813598633) | > loss_duration: 2.4212701320648193 (2.3871641159057617) | > loss_1: 30.806354522705078 (31.48498115539551)  --> STEP: 6 | > loss_disc: 2.333864688873291 (2.3748629490534463) | > loss_disc_real_0: 0.09926058351993561 (0.13251588431497416) | > loss_disc_real_1: 0.15612630546092987 (0.21006901810566583) | > loss_disc_real_2: 0.2237376570701599 (0.20415570586919785) | > loss_disc_real_3: 0.2016504853963852 (0.20836868385473886) | > loss_disc_real_4: 0.22698552906513214 (0.22610300282637277) | > loss_disc_real_5: 0.24153748154640198 (0.2044105331103007) | > loss_0: 2.333864688873291 (2.3748629490534463) | > loss_gen: 2.296050548553467 (2.2894163926442466) | > loss_kl: 2.337641954421997 (2.8465495109558105) | > loss_feat: 6.130951404571533 (6.444651047388713) | > loss_mel: 17.667757034301758 (17.40629768371582) | > loss_duration: 2.1464927196502686 (2.347052216529846) | > loss_1: 30.578893661499023 (31.333966573079426)  --> STEP: 7 | > loss_disc: 2.3200793266296387 (2.3670367172786166) | > loss_disc_real_0: 0.11593607068061829 (0.13014733951006616) | > loss_disc_real_1: 0.18562602996826172 (0.20657716265746526) | > loss_disc_real_2: 0.21632617712020874 (0.20589434461934225) | > loss_disc_real_3: 0.27076250314712524 (0.21728208661079407) | > loss_disc_real_4: 0.2289046198129654 (0.22650323382445745) | > loss_disc_real_5: 0.16876986622810364 (0.19931900926998683) | > loss_0: 2.3200793266296387 (2.3670367172786166) | > loss_gen: 2.3863401412963867 (2.303262642451695) | > loss_kl: 3.756493091583252 (2.976541451045445) | > loss_feat: 7.860146522521973 (6.646864686693464) | > loss_mel: 18.636302947998047 (17.582012721470424) | > loss_duration: 2.592731475830078 (2.3821492535727367) | > loss_1: 35.23201370239258 (31.890830448695592)  --> STEP: 8 | > loss_disc: 2.555561065673828 (2.390602260828018) | > loss_disc_real_0: 0.19484619796276093 (0.138234696816653) | > loss_disc_real_1: 0.2401479184627533 (0.21077350713312626) | > loss_disc_real_2: 0.2285885065793991 (0.20873111486434937) | > loss_disc_real_3: 0.243063285946846 (0.22050473652780056) | > loss_disc_real_4: 0.21546584367752075 (0.22512356005609035) | > loss_disc_real_5: 0.2543976902961731 (0.20620384439826012) | > loss_0: 2.555561065673828 (2.390602260828018) | > loss_gen: 2.5103261470794678 (2.3291455805301666) | > loss_kl: 2.885282039642334 (2.965134024620056) | > loss_feat: 9.967663764953613 (7.061964571475983) | > loss_mel: 19.00149154663086 (17.75944757461548) | > loss_duration: 2.305640935897827 (2.372585713863373) | > loss_1: 36.67040252685547 (32.488276958465576)  --> STEP: 9 | > loss_disc: 2.844766616821289 (2.441064967049493) | > loss_disc_real_0: 0.3805212378501892 (0.16515542359815705) | > loss_disc_real_1: 0.19909724593162537 (0.20947614477740395) | > loss_disc_real_2: 0.19466325640678406 (0.20716801948017544) | > loss_disc_real_3: 0.21924157440662384 (0.22036438518100315) | > loss_disc_real_4: 0.34248971939086914 (0.23816424442662132) | > loss_disc_real_5: 0.23138341307640076 (0.20900157425138685) | > loss_0: 2.844766616821289 (2.441064967049493) | > loss_gen: 2.361626148223877 (2.3327545324961343) | > loss_kl: 2.0380859375 (2.8621286816067166) | > loss_feat: 10.590871810913086 (7.454065375857883) | > loss_mel: 19.64224624633789 (17.96864742702908) | > loss_duration: 2.160637378692627 (2.349035898844401) | > loss_1: 36.79346466064453 (32.96663114759657)  --> STEP: 10 | > loss_disc: 2.491373062133789 (2.4460957765579225) | > loss_disc_real_0: 0.16593489050865173 (0.1652333702892065) | > loss_disc_real_1: 0.24353685975074768 (0.2128822162747383) | > loss_disc_real_2: 0.27411484718322754 (0.21386270225048065) | > loss_disc_real_3: 0.2409466803073883 (0.22242261469364166) | > loss_disc_real_4: 0.2707509398460388 (0.24142291396856308) | > loss_disc_real_5: 0.2534475028514862 (0.2134461671113968) | > loss_0: 2.491373062133789 (2.4460957765579225) | > loss_gen: 2.507938861846924 (2.3502729654312136) | > loss_kl: 2.666262626647949 (2.8425420761108398) | > loss_feat: 5.869420528411865 (7.295600891113281) | > loss_mel: 17.941633224487305 (17.965946006774903) | > loss_duration: 2.322542190551758 (2.346386528015137) | > loss_1: 31.307796478271484 (32.80074768066406)  --> STEP: 11 | > loss_disc: 2.6270031929016113 (2.4625419053164395) | > loss_disc_real_0: 0.15230008959770203 (0.16405761749906975) | > loss_disc_real_1: 0.1896607130765915 (0.21077117052945224) | > loss_disc_real_2: 0.2690134346485138 (0.21887640519575638) | > loss_disc_real_3: 0.26743239164352417 (0.22651441259817642) | > loss_disc_real_4: 0.2949914336204529 (0.24629277939146216) | > loss_disc_real_5: 0.2788858711719513 (0.21939523111690173) | > loss_0: 2.6270031929016113 (2.4625419053164395) | > loss_gen: 2.2315826416015625 (2.3394829359921543) | > loss_kl: 2.994990348815918 (2.8564010099931196) | > loss_feat: 6.158506870269775 (7.192228707400235) | > loss_mel: 17.21628189086914 (17.897794723510742) | > loss_duration: 2.4678878784179688 (2.357432105324485) | > loss_1: 31.069250106811523 (32.64333881031383)  --> STEP: 12 | > loss_disc: 2.4647645950317383 (2.462727129459381) | > loss_disc_real_0: 0.07599767297506332 (0.1567192887887359) | > loss_disc_real_1: 0.2840682864189148 (0.21687926352024078) | > loss_disc_real_2: 0.20389427244663239 (0.2176278941333294) | > loss_disc_real_3: 0.23283633589744568 (0.2270412395397822) | > loss_disc_real_4: 0.2613038420677185 (0.2475437012811502) | > loss_disc_real_5: 0.19331683218479156 (0.21722203120589256) | > loss_0: 2.4647645950317383 (2.462727129459381) | > loss_gen: 2.223625659942627 (2.329828162988027) | > loss_kl: 1.9996310472488403 (2.785003513097763) | > loss_feat: 5.426926612854004 (7.045120199521382) | > loss_mel: 17.368976593017578 (17.853726545969646) | > loss_duration: 2.259117603302002 (2.3492392301559444) | > loss_1: 29.278276443481445 (32.362916946411126)  --> STEP: 13 | > loss_disc: 2.289849042892456 (2.449428815108079) | > loss_disc_real_0: 0.11583457142114639 (0.15357431052969056) | > loss_disc_real_1: 0.25475186109542847 (0.21979254025679368) | > loss_disc_real_2: 0.1822453886270523 (0.21490616294053885) | > loss_disc_real_3: 0.23732896149158478 (0.22783260276684394) | > loss_disc_real_4: 0.24737010896205902 (0.24753034802583548) | > loss_disc_real_5: 0.23389144241809845 (0.2185042936068315) | > loss_0: 2.289849042892456 (2.449428815108079) | > loss_gen: 2.490665912628174 (2.3422002975757303) | > loss_kl: 3.0666182041168213 (2.8066661816376905) | > loss_feat: 7.853721618652344 (7.107320308685303) | > loss_mel: 16.754045486450195 (17.76913569523738) | > loss_duration: 2.317547082901001 (2.3468013726747947) | > loss_1: 32.48259735107422 (32.37212313138521)  --> STEP: 14 | > loss_disc: 2.3763833045959473 (2.444211278642927) | > loss_disc_real_0: 0.1564524620771408 (0.15377989278307985) | > loss_disc_real_1: 0.2892037034034729 (0.2247504804815565) | > loss_disc_real_2: 0.18997395038604736 (0.21312529061521804) | > loss_disc_real_3: 0.214179128408432 (0.22685735459838594) | > loss_disc_real_4: 0.2988731265068054 (0.25119768934590475) | > loss_disc_real_5: 0.23543797433376312 (0.21971384223018373) | > loss_0: 2.3763833045959473 (2.444211278642927) | > loss_gen: 2.6773808002471924 (2.3661417620522633) | > loss_kl: 3.9532382488250732 (2.8885641864367892) | > loss_feat: 6.951018810272217 (7.096155915941511) | > loss_mel: 19.012351989746094 (17.85793685913086) | > loss_duration: 2.3985753059387207 (2.3504995107650752) | > loss_1: 34.9925651550293 (32.5592975616455)  --> STEP: 15 | > loss_disc: 2.2317559719085693 (2.430047591527303) | > loss_disc_real_0: 0.17476174235343933 (0.15517868275443716) | > loss_disc_real_1: 0.137807697057724 (0.21895429491996765) | > loss_disc_real_2: 0.23291413486003876 (0.21444454689820608) | > loss_disc_real_3: 0.21074752509593964 (0.22578336596488952) | > loss_disc_real_4: 0.20683816075325012 (0.2482403874397278) | > loss_disc_real_5: 0.1679838001728058 (0.21626517275969187) | > loss_0: 2.2317559719085693 (2.430047591527303) | > loss_gen: 2.4803099632263184 (2.373752975463867) | > loss_kl: 3.238510847091675 (2.9118939638137817) | > loss_feat: 7.443077087402344 (7.119283994038899) | > loss_mel: 19.811925888061523 (17.988202794392905) | > loss_duration: 2.323974609375 (2.3487311840057368) | > loss_1: 35.29779815673828 (32.741864267985015)  --> STEP: 16 | > loss_disc: 2.561879873275757 (2.4382871091365814) | > loss_disc_real_0: 0.25991055369377136 (0.16172442468814555) | > loss_disc_real_1: 0.2324472814798355 (0.2197976065799594) | > loss_disc_real_2: 0.22064445912837982 (0.21483204141259193) | > loss_disc_real_3: 0.2953512668609619 (0.23013135977089405) | > loss_disc_real_4: 0.300155907869339 (0.2514851074665785) | > loss_disc_real_5: 0.24759559333324432 (0.2182233240455389) | > loss_0: 2.561879873275757 (2.4382871091365814) | > loss_gen: 2.5632483959198 (2.385596439242363) | > loss_kl: 2.290123224258423 (2.873033292591572) | > loss_feat: 6.747251033782959 (7.096031934022903) | > loss_mel: 16.694368362426758 (17.90733814239502) | > loss_duration: 2.3317902088165283 (2.3476723730564113) | > loss_1: 30.626781463623047 (32.60967159271239)  --> STEP: 17 | > loss_disc: 2.260133981704712 (2.4278075134052948) | > loss_disc_real_0: 0.08170415461063385 (0.15701734997770367) | > loss_disc_real_1: 0.2097264975309372 (0.21920518840060516) | > loss_disc_real_2: 0.21470807492733002 (0.21482474926640005) | > loss_disc_real_3: 0.251455157995224 (0.23138570084291346) | > loss_disc_real_4: 0.3048110008239746 (0.2546219247228959) | > loss_disc_real_5: 0.19636791944503784 (0.2169377120102153) | > loss_0: 2.260133981704712 (2.4278075134052948) | > loss_gen: 2.4577510356903076 (2.3898408272687126) | > loss_kl: 2.180701494216919 (2.8323078926871803) | > loss_feat: 6.891491889953613 (7.08400016672471) | > loss_mel: 18.484394073486328 (17.941282608929804) | > loss_duration: 2.4612202644348145 (2.3543516607845527) | > loss_1: 32.47555923461914 (32.60178263047161)  --> STEP: 18 | > loss_disc: 2.2818617820739746 (2.4196994172202215) | > loss_disc_real_0: 0.08516206592321396 (0.15302538975245422) | > loss_disc_real_1: 0.20815303921699524 (0.21859118011262682) | > loss_disc_real_2: 0.1270730346441269 (0.2099496540096071) | > loss_disc_real_3: 0.22799921035766602 (0.23119756248262194) | > loss_disc_real_4: 0.28722092509269714 (0.25643298029899597) | > loss_disc_real_5: 0.224684938788414 (0.217368113497893) | > loss_0: 2.2818617820739746 (2.4196994172202215) | > loss_gen: 2.52376651763916 (2.397281143400404) | > loss_kl: 3.190274477005005 (2.852194925149282) | > loss_feat: 9.410135269165039 (7.2132298946380615) | > loss_mel: 16.659337997436523 (17.870063463846844) | > loss_duration: 2.2905092239379883 (2.350804858737521) | > loss_1: 34.07402038574219 (32.68357361687553)  --> STEP: 19 | > loss_disc: 2.190589666366577 (2.4076410092805562) | > loss_disc_real_0: 0.14511515200138092 (0.15260906144976616) | > loss_disc_real_1: 0.17729035019874573 (0.21641745222242256) | > loss_disc_real_2: 0.2548348903656006 (0.21231203487044886) | > loss_disc_real_3: 0.27630823850631714 (0.2335718085891322) | > loss_disc_real_4: 0.2294367402791977 (0.25501212556111186) | > loss_disc_real_5: 0.16742101311683655 (0.2147393187409953) | > loss_0: 2.190589666366577 (2.4076410092805562) | > loss_gen: 2.5629312992095947 (2.4059995726535193) | > loss_kl: 2.2862226963043213 (2.8224069131048104) | > loss_feat: 8.945012092590332 (7.304376326109233) | > loss_mel: 18.133556365966797 (17.88393151132684) | > loss_duration: 2.3112010955810547 (2.348720450150339) | > loss_1: 34.238922119140625 (32.76543406436317)  --> STEP: 20 | > loss_disc: 2.4443585872650146 (2.4094768881797792) | > loss_disc_real_0: 0.11816509813070297 (0.150886863283813) | > loss_disc_real_1: 0.23897923529148102 (0.21754554137587548) | > loss_disc_real_2: 0.23828625679016113 (0.21361074596643448) | > loss_disc_real_3: 0.24917913973331451 (0.23435217514634132) | > loss_disc_real_4: 0.26749947667121887 (0.2556364931166172) | > loss_disc_real_5: 0.26261863112449646 (0.21713328436017038) | > loss_0: 2.4443585872650146 (2.4094768881797792) | > loss_gen: 2.377207040786743 (2.4045599460601803) | > loss_kl: 2.349991798400879 (2.7987861573696136) | > loss_feat: 6.72022819519043 (7.275168919563294) | > loss_mel: 16.05260467529297 (17.792365169525148) | > loss_duration: 2.3235278129577637 (2.34746081829071) | > loss_1: 29.82356071472168 (32.618340396881095)  --> STEP: 21 | > loss_disc: 2.7758495807647705 (2.4269232068743025) | > loss_disc_real_0: 0.16837304830551147 (0.15171953876103675) | > loss_disc_real_1: 0.29438531398773193 (0.22120457816691624) | > loss_disc_real_2: 0.21606318652629852 (0.21372752885023752) | > loss_disc_real_3: 0.3191100060939789 (0.23838826233432406) | > loss_disc_real_4: 0.3278748095035553 (0.2590764129445666) | > loss_disc_real_5: 0.31510865688323975 (0.22179877828984035) | > loss_0: 2.7758495807647705 (2.4269232068743025) | > loss_gen: 2.2275004386901855 (2.3961285409473234) | > loss_kl: 1.7760016918182373 (2.7500821352005005) | > loss_feat: 3.8372654914855957 (7.111459232511974) | > loss_mel: 16.60004425048828 (17.73558798290434) | > loss_duration: 2.162330389022827 (2.338645083563668) | > loss_1: 26.60314178466797 (32.331902367728084)  --> STEP: 22 | > loss_disc: 2.198288679122925 (2.416530728340149) | > loss_disc_real_0: 0.18684938549995422 (0.15331634997644208) | > loss_disc_real_1: 0.16490650177001953 (0.21864557469433005) | > loss_disc_real_2: 0.19441960752010345 (0.21284989606250415) | > loss_disc_real_3: 0.24461252987384796 (0.2386711835861206) | > loss_disc_real_4: 0.2045423984527588 (0.25659759410402994) | > loss_disc_real_5: 0.13701066374778748 (0.2179447730833834) | > loss_0: 2.198288679122925 (2.416530728340149) | > loss_gen: 2.6096482276916504 (2.405833981253884) | > loss_kl: 2.479696273803711 (2.7377918687733738) | > loss_feat: 9.993219375610352 (7.242448329925537) | > loss_mel: 22.919275283813477 (17.971210132945664) | > loss_duration: 2.2111639976501465 (2.332850488749417) | > loss_1: 40.2130012512207 (32.69013413515957)  --> STEP: 23 | > loss_disc: 2.5600709915161133 (2.4227716093477993) | > loss_disc_real_0: 0.1169755682349205 (0.15173631598768028) | > loss_disc_real_1: 0.24905279278755188 (0.2199676276549049) | > loss_disc_real_2: 0.2845599949359894 (0.21596772644830786) | > loss_disc_real_3: 0.3405422568321228 (0.2431003606837729) | > loss_disc_real_4: 0.23354844748973846 (0.2555954572947129) | > loss_disc_real_5: 0.24186591804027557 (0.21898482286411783) | > loss_0: 2.5600709915161133 (2.4227716093477993) | > loss_gen: 2.471802234649658 (2.408702166184135) | > loss_kl: 2.562034845352173 (2.7301502590594082) | > loss_feat: 6.046494960784912 (7.190450357354206) | > loss_mel: 17.514039993286133 (17.951333170351774) | > loss_duration: 2.2838082313537598 (2.3307182166887364) | > loss_1: 30.8781795501709 (32.611353501029626)  --> STEP: 24 | > loss_disc: 2.546840190887451 (2.427941133578618) | > loss_disc_real_0: 0.16589394211769104 (0.15232621707643074) | > loss_disc_real_1: 0.21988390386104584 (0.2199641391634941) | > loss_disc_real_2: 0.16452501714229584 (0.21382428022722402) | > loss_disc_real_3: 0.24911420047283173 (0.24335093734165034) | > loss_disc_real_4: 0.2108512669801712 (0.253731116031607) | > loss_disc_real_5: 0.20045502483844757 (0.21821274794638157) | > loss_0: 2.546840190887451 (2.427941133578618) | > loss_gen: 2.034747362136841 (2.3931207160154977) | > loss_kl: 2.4286110401153564 (2.7175861249367395) | > loss_feat: 4.785036087036133 (7.090224762757619) | > loss_mel: 16.06658935546875 (17.872802178064983) | > loss_duration: 2.39249849319458 (2.3332923948764797) | > loss_1: 27.707481384277344 (32.40702549616495)  --> STEP: 25 | > loss_disc: 2.649235725402832 (2.4367929172515868) | > loss_disc_real_0: 0.11722790449857712 (0.15092228457331658) | > loss_disc_real_1: 0.2699226140975952 (0.22196247816085815) | > loss_disc_real_2: 0.2517660856246948 (0.21534195244312287) | > loss_disc_real_3: 0.2461767941713333 (0.24346397161483765) | > loss_disc_real_4: 0.23392736911773682 (0.2529389661550522) | > loss_disc_real_5: 0.15160074830055237 (0.2155482679605484) | > loss_0: 2.649235725402832 (2.4367929172515868) | > loss_gen: 2.052978515625 (2.379515027999878) | > loss_kl: 2.9516758918762207 (2.7269497156143188) | > loss_feat: 5.535876274108887 (7.02805082321167) | > loss_mel: 15.13665771484375 (17.763356399536132) | > loss_duration: 2.3915812969207764 (2.3356239509582513) | > loss_1: 28.068769454956055 (32.23349525451659)  --> STEP: 26 | > loss_disc: 2.376711368560791 (2.4344820884557867) | > loss_disc_real_0: 0.0888226181268692 (0.14853383586383784) | > loss_disc_real_1: 0.20227152109146118 (0.22120513365818903) | > loss_disc_real_2: 0.0971362516283989 (0.21079557933486426) | > loss_disc_real_3: 0.10860548168420792 (0.23827710661750573) | > loss_disc_real_4: 0.20496903359889984 (0.2510939687490463) | > loss_disc_real_5: 0.14710633456707 (0.21291588590695307) | > loss_0: 2.376711368560791 (2.4344820884557867) | > loss_gen: 1.946385145187378 (2.3628561863532433) | > loss_kl: 2.494279623031616 (2.7180008658995995) | > loss_feat: 12.777544975280762 (7.249185213675866) | > loss_mel: 17.415407180786133 (17.749973737276516) | > loss_duration: 2.2744834423065186 (2.3332723929331847) | > loss_1: 36.90810012817383 (32.41328774965726) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025524084384624776 (+0.00013742080101600057) | > avg_loss_disc: 2.4344820884557867 (+0.03002140155205346) | > avg_loss_disc_real_0: 0.14853383586383784 (-0.019238065784940334) | > avg_loss_disc_real_1: 0.22120513365818903 (+0.04390940385369152) | > avg_loss_disc_real_2: 0.21079557933486426 (-0.0409188445370931) | > avg_loss_disc_real_3: 0.23827710661750573 (-0.029323322555193487) | > avg_loss_disc_real_4: 0.2510939687490463 (+0.011612119582983166) | > avg_loss_disc_real_5: 0.21291588590695307 (-0.019868973642587662) | > avg_loss_0: 2.4344820884557867 (+0.03002140155205346) | > avg_loss_gen: 2.3628561863532433 (-0.12805415116823626) | > avg_loss_kl: 2.7180008658995995 (-0.04578509239050055) | > avg_loss_feat: 7.249185213675866 (+0.2916305156854486) | > avg_loss_mel: 17.749973737276516 (+0.1935130266042897) | > avg_loss_duration: 2.3332723929331847 (+0.011601466398971638) | > avg_loss_1: 32.41328774965726 (+0.32290524702805357)  > EPOCH: 514/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:46:42)   --> TIME: 2024-06-11 13:46:44 -- STEP: 4/330 -- GLOBAL_STEP: 257625 | > loss_disc: 2.1818366050720215 (2.2657307982444763) | > loss_disc_real_0: 0.09767848998308182 (0.09406285360455513) | > loss_disc_real_1: 0.14922350645065308 (0.2081366591155529) | > loss_disc_real_2: 0.1999066174030304 (0.20078689977526665) | > loss_disc_real_3: 0.1914416253566742 (0.22207320854067802) | > loss_disc_real_4: 0.199922114610672 (0.229996245354414) | > loss_disc_real_5: 0.18901127576828003 (0.21056120842695236) | > loss_0: 2.1818366050720215 (2.2657307982444763) | > grad_norm_0: tensor(9.6191, device='cuda:0') (tensor(7.2463, device='cuda:0')) | > loss_gen: 2.631828784942627 (2.5347708463668823) | > loss_kl: 1.7726916074752808 (1.838004320859909) | > loss_feat: 7.719822883605957 (7.06066620349884) | > loss_mel: 18.942907333374023 (18.377922534942627) | > loss_duration: 2.1903891563415527 (2.2036169171333313) | > loss_1: 33.25763702392578 (32.01498079299927) | > grad_norm_1: tensor(116.0721, device='cuda:0') (tensor(82.0468, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3356 (0.3698444962501526) | > loader_time: 0.0027 (0.0032816529273986816)  --> TIME: 2024-06-11 13:46:53 -- STEP: 29/330 -- GLOBAL_STEP: 257650 | > loss_disc: 2.3267533779144287 (2.3178921896835853) | > loss_disc_real_0: 0.07684125006198883 (0.10228467527134665) | > loss_disc_real_1: 0.16857017576694489 (0.19827857562180223) | > loss_disc_real_2: 0.17280536890029907 (0.21334869594409547) | > loss_disc_real_3: 0.23400117456912994 (0.22867265908882536) | > loss_disc_real_4: 0.24600209295749664 (0.22914161250509066) | > loss_disc_real_5: 0.202278733253479 (0.21983419821180147) | > loss_0: 2.3267533779144287 (2.3178921896835853) | > grad_norm_0: tensor(12.4989, device='cuda:0') (tensor(9.9747, device='cuda:0')) | > loss_gen: 2.371122121810913 (2.508315998932411) | > loss_kl: 1.864567756652832 (1.83646009708273) | > loss_feat: 6.743593692779541 (7.05924210055121) | > loss_mel: 17.92287826538086 (18.04065257105334) | > loss_duration: 2.026268720626831 (2.054668151099107) | > loss_1: 30.928430557250977 (31.49933907081341) | > grad_norm_1: tensor(55.0905, device='cuda:0') (tensor(104.9144, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3489 (0.35612952298131484) | > loader_time: 0.0031 (0.003219645598839069)  --> TIME: 2024-06-11 13:47:02 -- STEP: 54/330 -- GLOBAL_STEP: 257675 | > loss_disc: 2.339405059814453 (2.3116788466771445) | > loss_disc_real_0: 0.12056543678045273 (0.10644214379566687) | > loss_disc_real_1: 0.17478135228157043 (0.1974519745067314) | > loss_disc_real_2: 0.21142259240150452 (0.2115029764396173) | > loss_disc_real_3: 0.22604861855506897 (0.22630262154119987) | > loss_disc_real_4: 0.20449797809123993 (0.22743578613908202) | > loss_disc_real_5: 0.18562017381191254 (0.217635963526037) | > loss_0: 2.339405059814453 (2.3116788466771445) | > grad_norm_0: tensor(6.2424, device='cuda:0') (tensor(9.6176, device='cuda:0')) | > loss_gen: 2.3942348957061768 (2.5081343871575816) | > loss_kl: 1.9476925134658813 (1.8530982688621238) | > loss_feat: 7.458062648773193 (7.0782016824792935) | > loss_mel: 18.070903778076172 (17.895655596697775) | > loss_duration: 1.9841742515563965 (2.0265841881434135) | > loss_1: 31.85506820678711 (31.361674238134313) | > grad_norm_1: tensor(57.9038, device='cuda:0') (tensor(101.0682, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3627 (0.3577879976343225) | > loader_time: 0.0032 (0.0033120137673837164)  --> TIME: 2024-06-11 13:47:12 -- STEP: 79/330 -- GLOBAL_STEP: 257700 | > loss_disc: 2.3789758682250977 (2.3250989672503892) | > loss_disc_real_0: 0.0978841781616211 (0.10824054639927949) | > loss_disc_real_1: 0.21489430963993073 (0.19722293166420132) | > loss_disc_real_2: 0.2554636001586914 (0.21260209721100481) | > loss_disc_real_3: 0.24019844830036163 (0.22759970966019208) | > loss_disc_real_4: 0.24980342388153076 (0.22868212491651124) | > loss_disc_real_5: 0.25833120942115784 (0.21968219683894627) | > loss_0: 2.3789758682250977 (2.3250989672503892) | > grad_norm_0: tensor(13.1385, device='cuda:0') (tensor(10.1710, device='cuda:0')) | > loss_gen: 2.484344959259033 (2.5013862863371643) | > loss_kl: 1.8686050176620483 (1.8857359840900083) | > loss_feat: 6.5916948318481445 (7.107440465613257) | > loss_mel: 17.522043228149414 (17.872512889813784) | > loss_duration: 1.9713573455810547 (2.0164782774599295) | > loss_1: 30.43804359436035 (31.383553927457786) | > grad_norm_1: tensor(98.1233, device='cuda:0') (tensor(105.8601, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3633 (0.3602597864368293) | > loader_time: 0.0036 (0.003401001797446722)  --> TIME: 2024-06-11 13:47:21 -- STEP: 104/330 -- GLOBAL_STEP: 257725 | > loss_disc: 2.2799155712127686 (2.333495699442349) | > loss_disc_real_0: 0.10462658852338791 (0.1100785519497899) | > loss_disc_real_1: 0.20570603013038635 (0.19753383902403027) | > loss_disc_real_2: 0.19458431005477905 (0.2122657413666065) | > loss_disc_real_3: 0.21368198096752167 (0.22763793385372713) | > loss_disc_real_4: 0.2205345630645752 (0.2289800735620352) | > loss_disc_real_5: 0.21945488452911377 (0.22034515311511663) | > loss_0: 2.2799155712127686 (2.333495699442349) | > grad_norm_0: tensor(16.9594, device='cuda:0') (tensor(9.9209, device='cuda:0')) | > loss_gen: 2.5709519386291504 (2.4935268668028026) | > loss_kl: 2.0721957683563232 (1.9138966592458577) | > loss_feat: 7.984688758850098 (7.06968169945937) | > loss_mel: 18.40601921081543 (17.868376786892235) | > loss_duration: 2.0550179481506348 (2.0163791042107806) | > loss_1: 33.08887481689453 (31.361861063883854) | > grad_norm_1: tensor(81.2032, device='cuda:0') (tensor(104.2075, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.377 (0.36379920748563915) | > loader_time: 0.0048 (0.003540733685860267)  --> TIME: 2024-06-11 13:47:31 -- STEP: 129/330 -- GLOBAL_STEP: 257750 | > loss_disc: 2.5040464401245117 (2.338112291439558) | > loss_disc_real_0: 0.14905178546905518 (0.11126190643439922) | > loss_disc_real_1: 0.19616176187992096 (0.1971635169299074) | > loss_disc_real_2: 0.22646686434745789 (0.21247955844845884) | > loss_disc_real_3: 0.2628714442253113 (0.22788250561832457) | > loss_disc_real_4: 0.23080889880657196 (0.22856292717678603) | > loss_disc_real_5: 0.24166473746299744 (0.2207726994457171) | > loss_0: 2.5040464401245117 (2.338112291439558) | > grad_norm_0: tensor(5.6629, device='cuda:0') (tensor(9.9402, device='cuda:0')) | > loss_gen: 2.3616340160369873 (2.494313971940861) | > loss_kl: 2.119863271713257 (1.923716574676277) | > loss_feat: 6.405588150024414 (7.076673522476078) | > loss_mel: 18.076509475708008 (17.88335940634558) | > loss_duration: 2.001070261001587 (2.0184635811073846) | > loss_1: 30.964664459228516 (31.396527016809745) | > grad_norm_1: tensor(44.4770, device='cuda:0') (tensor(101.8562, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3908 (0.3674590051636215) | > loader_time: 0.0044 (0.003658597783524861)  --> TIME: 2024-06-11 13:47:41 -- STEP: 154/330 -- GLOBAL_STEP: 257775 | > loss_disc: 2.4349610805511475 (2.341296750229675) | > loss_disc_real_0: 0.12648150324821472 (0.11252586645158855) | > loss_disc_real_1: 0.18708688020706177 (0.19712122181406264) | > loss_disc_real_2: 0.21501104533672333 (0.2123516376142378) | > loss_disc_real_3: 0.2389235496520996 (0.22745969552885403) | > loss_disc_real_4: 0.2558949887752533 (0.22868107007695482) | > loss_disc_real_5: 0.22279463708400726 (0.22093418269575416) | > loss_0: 2.4349610805511475 (2.341296750229675) | > grad_norm_0: tensor(28.5721, device='cuda:0') (tensor(11.0960, device='cuda:0')) | > loss_gen: 2.509674549102783 (2.4908145310042737) | > loss_kl: 2.056938409805298 (1.9289943676490289) | > loss_feat: 6.778766632080078 (7.0576711196404) | > loss_mel: 17.332416534423828 (17.867016767526618) | > loss_duration: 2.0411360263824463 (2.0210183665349892) | > loss_1: 30.718931198120117 (31.365515102039684) | > grad_norm_1: tensor(405.6074, device='cuda:0') (tensor(118.4369, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3819 (0.3709352914389078) | > loader_time: 0.0043 (0.0038115188672945095)  --> TIME: 2024-06-11 13:47:51 -- STEP: 179/330 -- GLOBAL_STEP: 257800 | > loss_disc: 2.274498462677002 (2.3432149340986546) | > loss_disc_real_0: 0.11140982806682587 (0.11350857150121774) | > loss_disc_real_1: 0.15153874456882477 (0.1968860485533762) | > loss_disc_real_2: 0.17422358691692352 (0.21231616067819756) | > loss_disc_real_3: 0.1938842535018921 (0.22753867964837804) | > loss_disc_real_4: 0.19755682349205017 (0.22895705783167364) | > loss_disc_real_5: 0.19070635735988617 (0.22121957560491295) | > loss_0: 2.274498462677002 (2.3432149340986546) | > grad_norm_0: tensor(48.4259, device='cuda:0') (tensor(12.8067, device='cuda:0')) | > loss_gen: 2.588461399078369 (2.4900331563789755) | > loss_kl: 1.9171255826950073 (1.9288954828038563) | > loss_feat: 7.918532371520996 (7.059149012219306) | > loss_mel: 18.127805709838867 (17.84272697917578) | > loss_duration: 2.0765039920806885 (2.027108552735611) | > loss_1: 32.6284294128418 (31.34791312404185) | > grad_norm_1: tensor(365.0480, device='cuda:0') (tensor(138.6574, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.389 (0.37362186335984554) | > loader_time: 0.0045 (0.003913268030688749)  --> TIME: 2024-06-11 13:48:01 -- STEP: 204/330 -- GLOBAL_STEP: 257825 | > loss_disc: 2.5006823539733887 (2.3491954312605032) | > loss_disc_real_0: 0.1857139766216278 (0.11588991353032636) | > loss_disc_real_1: 0.19807520508766174 (0.19810749166736413) | > loss_disc_real_2: 0.230272114276886 (0.21306917341608628) | > loss_disc_real_3: 0.22076644003391266 (0.22811372906846158) | > loss_disc_real_4: 0.2023167461156845 (0.22880673912518165) | > loss_disc_real_5: 0.1944342851638794 (0.22130926457398079) | > loss_0: 2.5006823539733887 (2.3491954312605032) | > grad_norm_0: tensor(54.8749, device='cuda:0') (tensor(16.1471, device='cuda:0')) | > loss_gen: 2.309905767440796 (2.4918342221016987) | > loss_kl: 2.049016237258911 (1.9356237106463487) | > loss_feat: 6.8198652267456055 (7.039520240297504) | > loss_mel: 17.729938507080078 (17.816235841489323) | > loss_duration: 2.0266425609588623 (2.0343698163827266) | > loss_1: 30.935367584228516 (31.31758378533756) | > grad_norm_1: tensor(243.0330, device='cuda:0') (tensor(165.5284, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.3981 (0.3769424545998667) | > loader_time: 0.0048 (0.0040306261941498375)  --> TIME: 2024-06-11 13:48:12 -- STEP: 229/330 -- GLOBAL_STEP: 257850 | > loss_disc: 2.3702871799468994 (2.350911818216983) | > loss_disc_real_0: 0.10333899408578873 (0.11658827797814748) | > loss_disc_real_1: 0.21288704872131348 (0.19842025663654875) | > loss_disc_real_2: 0.20742294192314148 (0.212591221303919) | > loss_disc_real_3: 0.23264993727207184 (0.22866009520651473) | > loss_disc_real_4: 0.2540592551231384 (0.228800897710188) | > loss_disc_real_5: 0.2288595587015152 (0.2217162035438171) | > loss_0: 2.3702871799468994 (2.350911818216983) | > grad_norm_0: tensor(18.2263, device='cuda:0') (tensor(19.2632, device='cuda:0')) | > loss_gen: 2.6651840209960938 (2.498740617885341) | > loss_kl: 2.0196971893310547 (1.9401966281332823) | > loss_feat: 7.201113700866699 (7.053233565201405) | > loss_mel: 17.55299186706543 (17.772711541454882) | > loss_duration: 2.1294302940368652 (2.0423401906500747) | > loss_1: 31.568418502807617 (31.30722254957174) | > grad_norm_1: tensor(377.9906, device='cuda:0') (tensor(187.8786, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.4102 (0.38069939717455203) | > loader_time: 0.0057 (0.004157980456622925)  --> TIME: 2024-06-11 13:48:23 -- STEP: 254/330 -- GLOBAL_STEP: 257875 | > loss_disc: 2.318650722503662 (2.354434597210622) | > loss_disc_real_0: 0.0536847785115242 (0.11784781483332003) | > loss_disc_real_1: 0.2069471776485443 (0.1984093861551735) | > loss_disc_real_2: 0.21041055023670197 (0.2132769365479627) | > loss_disc_real_3: 0.2671032249927521 (0.2282765200874937) | > loss_disc_real_4: 0.22904588282108307 (0.2282686402478556) | > loss_disc_real_5: 0.20520511269569397 (0.22139461320920253) | > loss_0: 2.318650722503662 (2.354434597210622) | > grad_norm_0: tensor(58.9063, device='cuda:0') (tensor(22.5217, device='cuda:0')) | > loss_gen: 2.49747896194458 (2.498625025974485) | > loss_kl: 1.974920630455017 (1.9443866723165737) | > loss_feat: 7.971521377563477 (7.058499936982403) | > loss_mel: 17.640377044677734 (17.72678448083834) | > loss_duration: 2.0841004848480225 (2.0492043941039753) | > loss_1: 32.16839599609375 (31.277500490503986) | > grad_norm_1: tensor(545.9203, device='cuda:0') (tensor(211.7421, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.4368 (0.38488533740907205) | > loader_time: 0.0064 (0.004316788958752245)  --> TIME: 2024-06-11 13:48:34 -- STEP: 279/330 -- GLOBAL_STEP: 257900 | > loss_disc: 2.414741039276123 (2.356105764279656) | > loss_disc_real_0: 0.14744184911251068 (0.1185570020348795) | > loss_disc_real_1: 0.24058941006660461 (0.19864825861642005) | > loss_disc_real_2: 0.24461594223976135 (0.21336139904128182) | > loss_disc_real_3: 0.242757648229599 (0.2282614101218493) | > loss_disc_real_4: 0.21305052936077118 (0.22836693923746812) | > loss_disc_real_5: 0.22156581282615662 (0.2214925239483515) | > loss_0: 2.414741039276123 (2.356105764279656) | > grad_norm_0: tensor(10.5631, device='cuda:0') (tensor(22.6906, device='cuda:0')) | > loss_gen: 2.5005831718444824 (2.494105445868654) | > loss_kl: 1.9628345966339111 (1.9509858038263082) | > loss_feat: 6.523535251617432 (7.054434569505807) | > loss_mel: 16.455352783203125 (17.68384791958718) | > loss_duration: 2.1552486419677734 (2.058237074523845) | > loss_1: 29.59755516052246 (31.24161081074814) | > grad_norm_1: tensor(191.5075, device='cuda:0') (tensor(219.5810, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.4411 (0.3901626055385904) | > loader_time: 0.0068 (0.00447354094529237)  --> TIME: 2024-06-11 13:48:46 -- STEP: 304/330 -- GLOBAL_STEP: 257925 | > loss_disc: 2.528702735900879 (2.3602542916410845) | > loss_disc_real_0: 0.18020577728748322 (0.11962558588895358) | > loss_disc_real_1: 0.22854332625865936 (0.20018345465589504) | > loss_disc_real_2: 0.21536283195018768 (0.21327722930398427) | > loss_disc_real_3: 0.2397046536207199 (0.22835121426339208) | > loss_disc_real_4: 0.23542971909046173 (0.2285469268007498) | > loss_disc_real_5: 0.21801196038722992 (0.22163190251510395) | > loss_0: 2.528702735900879 (2.3602542916410845) | > grad_norm_0: tensor(9.5993, device='cuda:0') (tensor(23.0232, device='cuda:0')) | > loss_gen: 2.237016439437866 (2.4886136533398386) | > loss_kl: 1.9703190326690674 (1.9536511423556429) | > loss_feat: 7.0008063316345215 (7.060274442559795) | > loss_mel: 17.03061294555664 (17.622997070613668) | > loss_duration: 2.2128725051879883 (2.0686724715326967) | > loss_1: 30.451629638671875 (31.194208766284742) | > grad_norm_1: tensor(424.6926, device='cuda:0') (tensor(223.1874, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.4751 (0.39699968460359064) | > loader_time: 0.007 (0.0046524844671550535)  --> TIME: 2024-06-11 13:49:14 -- STEP: 329/330 -- GLOBAL_STEP: 257950 | > loss_disc: 2.435267448425293 (2.364983825335747) | > loss_disc_real_0: 0.18314559757709503 (0.12094272150004164) | > loss_disc_real_1: 0.16962772607803345 (0.20047208673595296) | > loss_disc_real_2: 0.17563819885253906 (0.21290752500023885) | > loss_disc_real_3: 0.24495205283164978 (0.22847947808928037) | > loss_disc_real_4: 0.26788628101348877 (0.2288041696360046) | > loss_disc_real_5: 0.26165369153022766 (0.22193515164873884) | > loss_0: 2.435267448425293 (2.364983825335747) | > grad_norm_0: tensor(12.1621, device='cuda:0') (tensor(23.1207, device='cuda:0')) | > loss_gen: 2.9133734703063965 (2.485683591170152) | > loss_kl: 2.1495516300201416 (1.960895640509469) | > loss_feat: 11.564430236816406 (7.162000524236801) | > loss_mel: 19.24190902709961 (17.611935441617184) | > loss_duration: 2.2929491996765137 (2.0827908229682945) | > loss_1: 38.16221237182617 (31.303305999848618) | > grad_norm_1: tensor(59.6720, device='cuda:0') (tensor(226.3341, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 14.2183 (0.45195064138858876) | > loader_time: 0.0342 (0.0051233848177553295)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3881473541259766 (2.3881473541259766) | > loss_disc_real_0: 0.10893362015485764 (0.10893362015485764) | > loss_disc_real_1: 0.173013836145401 (0.173013836145401) | > loss_disc_real_2: 0.22840695083141327 (0.22840695083141327) | > loss_disc_real_3: 0.2848970890045166 (0.2848970890045166) | > loss_disc_real_4: 0.2553539574146271 (0.2553539574146271) | > loss_disc_real_5: 0.28291070461273193 (0.28291070461273193) | > loss_0: 2.3881473541259766 (2.3881473541259766) | > loss_gen: 2.468071460723877 (2.468071460723877) | > loss_kl: 2.2247655391693115 (2.2247655391693115) | > loss_feat: 4.472740173339844 (4.472740173339844) | > loss_mel: 13.923747062683105 (13.923747062683105) | > loss_duration: 2.9688334465026855 (2.9688334465026855) | > loss_1: 26.05815887451172 (26.05815887451172)  --> STEP: 1 | > loss_disc: 2.5015406608581543 (2.5015406608581543) | > loss_disc_real_0: 0.13301295042037964 (0.13301295042037964) | > loss_disc_real_1: 0.2004261314868927 (0.2004261314868927) | > loss_disc_real_2: 0.22455739974975586 (0.22455739974975586) | > loss_disc_real_3: 0.2430686503648758 (0.2430686503648758) | > loss_disc_real_4: 0.33520618081092834 (0.33520618081092834) | > loss_disc_real_5: 0.3446992337703705 (0.3446992337703705) | > loss_0: 2.5015406608581543 (2.5015406608581543) | > loss_gen: 2.301480770111084 (2.301480770111084) | > loss_kl: 2.430070638656616 (2.430070638656616) | > loss_feat: 4.8852739334106445 (4.8852739334106445) | > loss_mel: 16.641817092895508 (16.641817092895508) | > loss_duration: 2.3422999382019043 (2.3422999382019043) | > loss_1: 28.600942611694336 (28.600942611694336)  --> STEP: 2 | > loss_disc: 2.443070888519287 (2.4723057746887207) | > loss_disc_real_0: 0.11875985562801361 (0.12588640302419662) | > loss_disc_real_1: 0.23078638315200806 (0.21560625731945038) | > loss_disc_real_2: 0.27661633491516113 (0.2505868673324585) | > loss_disc_real_3: 0.2770685851573944 (0.2600686177611351) | > loss_disc_real_4: 0.3602757453918457 (0.347740963101387) | > loss_disc_real_5: 0.2971905469894409 (0.3209448903799057) | > loss_0: 2.443070888519287 (2.4723057746887207) | > loss_gen: 2.7689566612243652 (2.5352187156677246) | > loss_kl: 2.6007492542266846 (2.5154099464416504) | > loss_feat: 5.952145576477051 (5.418709754943848) | > loss_mel: 17.619693756103516 (17.13075542449951) | > loss_duration: 2.432406425476074 (2.3873531818389893) | > loss_1: 31.373950958251953 (29.987446784973145)  --> STEP: 3 | > loss_disc: 2.287620782852173 (2.4107441107432046) | > loss_disc_real_0: 0.06639473140239716 (0.10605584581693013) | > loss_disc_real_1: 0.1756754219532013 (0.20229597886403403) | > loss_disc_real_2: 0.21316967904567719 (0.23811447123686472) | > loss_disc_real_3: 0.20405808091163635 (0.24139843881130219) | > loss_disc_real_4: 0.227036252617836 (0.30750605960687) | > loss_disc_real_5: 0.2290002554655075 (0.29029667874177295) | > loss_0: 2.287620782852173 (2.4107441107432046) | > loss_gen: 2.3200972080230713 (2.4635115464528403) | > loss_kl: 2.7599434852600098 (2.59692112604777) | > loss_feat: 7.234663963317871 (6.0240278244018555) | > loss_mel: 17.82815933227539 (17.363223393758137) | > loss_duration: 2.3155813217163086 (2.363429228464762) | > loss_1: 32.45844650268555 (30.811113357543945)  --> STEP: 4 | > loss_disc: 2.486842632293701 (2.429768741130829) | > loss_disc_real_0: 0.1635059416294098 (0.12041836977005005) | > loss_disc_real_1: 0.31011801958084106 (0.22925148904323578) | > loss_disc_real_2: 0.2667866349220276 (0.24528251215815544) | > loss_disc_real_3: 0.2833375930786133 (0.25188322737812996) | > loss_disc_real_4: 0.31157851219177246 (0.3085241727530956) | > loss_disc_real_5: 0.23510301113128662 (0.2764982618391514) | > loss_0: 2.486842632293701 (2.429768741130829) | > loss_gen: 2.640040397644043 (2.507643759250641) | > loss_kl: 3.1259734630584717 (2.7291842103004456) | > loss_feat: 7.158071994781494 (6.307538866996765) | > loss_mel: 17.961820602416992 (17.51287269592285) | > loss_duration: 2.3202219009399414 (2.352627396583557) | > loss_1: 33.20612716674805 (31.40986680984497)  --> STEP: 5 | > loss_disc: 2.369810104370117 (2.4177770137786867) | > loss_disc_real_0: 0.241342231631279 (0.14460314214229583) | > loss_disc_real_1: 0.259034126996994 (0.23520801663398744) | > loss_disc_real_2: 0.31619951128959656 (0.2594659119844437) | > loss_disc_real_3: 0.23569881916046143 (0.24864634573459626) | > loss_disc_real_4: 0.244949609041214 (0.2958092600107193) | > loss_disc_real_5: 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(2.834623416264852) | > loss_feat: 4.698058605194092 (6.022927443186442) | > loss_mel: 15.907119750976562 (17.42866611480713) | > loss_duration: 2.2063679695129395 (2.3300875425338745) | > loss_1: 28.594499588012695 (31.182849884033203)  --> STEP: 7 | > loss_disc: 2.4080939292907715 (2.41758326121739) | > loss_disc_real_0: 0.10680511593818665 (0.14612595736980438) | > loss_disc_real_1: 0.23145321011543274 (0.23620828347546713) | > loss_disc_real_2: 0.24456830322742462 (0.25396953523159027) | > loss_disc_real_3: 0.3268139958381653 (0.25930893634046825) | > loss_disc_real_4: 0.3054780960083008 (0.28973611550671713) | > loss_disc_real_5: 0.33124077320098877 (0.2615918538400105) | > loss_0: 2.4080939292907715 (2.41758326121739) | > loss_gen: 2.699392795562744 (2.5855232647487094) | > loss_kl: 3.6297268867492676 (2.9482096263340543) | > loss_feat: 4.995952606201172 (5.876216752188546) | > loss_mel: 19.414926528930664 (17.712417602539062) | > loss_duration: 2.6153454780578613 (2.3708386761801585) | > loss_1: 33.355342864990234 (31.493206024169922)  --> STEP: 8 | > loss_disc: 2.5793111324310303 (2.437799245119095) | > loss_disc_real_0: 0.15510660409927368 (0.14724853821098804) | > loss_disc_real_1: 0.2201881855726242 (0.23420577123761177) | > loss_disc_real_2: 0.19241712987422943 (0.24627548456192017) | > loss_disc_real_3: 0.26868098974227905 (0.2604804430156946) | > loss_disc_real_4: 0.21067897975444794 (0.2798539735376835) | > loss_disc_real_5: 0.22807219624519348 (0.2574018966406584) | > loss_0: 2.5793111324310303 (2.437799245119095) | > loss_gen: 2.012957811355591 (2.5139525830745697) | > loss_kl: 3.434443235397339 (3.0089888274669647) | > loss_feat: 5.6679158210754395 (5.850179135799408) | > loss_mel: 14.787301063537598 (17.34677803516388) | > loss_duration: 2.264334201812744 (2.3575256168842316) | > loss_1: 28.16695213317871 (31.07742428779602)  --> STEP: 9 | > loss_disc: 2.6116175651550293 (2.4571123917897544) | > loss_disc_real_0: 0.3784039616584778 (0.172932474149598) | > loss_disc_real_1: 0.2706379294395447 (0.23825378881560433) | > loss_disc_real_2: 0.20655861496925354 (0.24186249905162388) | > loss_disc_real_3: 0.18764974176883698 (0.2523881428771549) | > loss_disc_real_4: 0.3098709285259247 (0.28318919075859916) | > loss_disc_real_5: 0.1870984137058258 (0.2495903985367881) | > loss_0: 2.6116175651550293 (2.4571123917897544) | > loss_gen: 2.8581655025482178 (2.552198463016086) | > loss_kl: 2.783234119415283 (2.983904971016778) | > loss_feat: 13.651969909667969 (6.717044777340359) | > loss_mel: 19.631118774414062 (17.600593672858345) | > loss_duration: 2.1752066612243652 (2.3372679551442466) | > loss_1: 41.099693298339844 (32.191009733412)  --> STEP: 10 | > loss_disc: 2.6335325241088867 (2.4747544050216677) | > loss_disc_real_0: 0.19842132925987244 (0.17548135966062545) | > loss_disc_real_1: 0.24566984176635742 (0.23899539411067963) | > loss_disc_real_2: 0.19890695810317993 (0.2375669449567795) | > loss_disc_real_3: 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(6.518476724624634) | > loss_mel: 18.606372833251953 (17.65116818745931) | > loss_duration: 2.2863893508911133 (2.348317046960195) | > loss_1: 32.921173095703125 (32.013691425323486)  --> STEP: 13 | > loss_disc: 2.286994695663452 (2.442310149853046) | > loss_disc_real_0: 0.11182893812656403 (0.16960964523828947) | > loss_disc_real_1: 0.28312692046165466 (0.24186139152600214) | > loss_disc_real_2: 0.3426957428455353 (0.2434778671998244) | > loss_disc_real_3: 0.2220153957605362 (0.2543426614541274) | > loss_disc_real_4: 0.2569679915904999 (0.27982811400523555) | > loss_disc_real_5: 0.2187482714653015 (0.2488245150217643) | > loss_0: 2.286994695663452 (2.442310149853046) | > loss_gen: 2.8744397163391113 (2.5672346628629246) | > loss_kl: 2.6233720779418945 (2.9286548907940206) | > loss_feat: 7.393032073974609 (6.58575021303617) | > loss_mel: 17.038639068603516 (17.604050562931942) | > loss_duration: 2.2577531337738037 (2.3413505920997033) | > loss_1: 32.187232971191406 (32.02704077500563)  --> STEP: 14 | > loss_disc: 2.376901865005493 (2.437638129506792) | > loss_disc_real_0: 0.1641523540019989 (0.16921983872141158) | > loss_disc_real_1: 0.28981703519821167 (0.2452867946454457) | > loss_disc_real_2: 0.2574026584625244 (0.24447249514716013) | > loss_disc_real_3: 0.26487067341804504 (0.25509466230869293) | > loss_disc_real_4: 0.2508867681026459 (0.27776087501219343) | > loss_disc_real_5: 0.23359465599060059 (0.24773666794810975) | > loss_0: 2.376901865005493 (2.437638129506792) | > loss_gen: 2.550143241882324 (2.566013847078596) | > loss_kl: 3.6158080101013184 (2.9777372564588274) | > loss_feat: 6.053140163421631 (6.547706638063703) | > loss_mel: 18.37837791442871 (17.659359659467423) | > loss_duration: 2.3691632747650146 (2.343337212290083) | > loss_1: 32.96663284301758 (32.09415449414934)  --> STEP: 15 | > loss_disc: 2.326323986053467 (2.430217186609904) | > loss_disc_real_0: 0.22279557585716248 (0.17279155453046163) | > loss_disc_real_1: 0.21972471475601196 (0.24358265598615012) | > loss_disc_real_2: 0.23359449207782745 (0.24374729494253794) | > loss_disc_real_3: 0.2520403563976288 (0.254891041914622) | > loss_disc_real_4: 0.22273556888103485 (0.2740925212701162) | > loss_disc_real_5: 0.246516153216362 (0.2476553002993266) | > loss_0: 2.326323986053467 (2.430217186609904) | > loss_gen: 2.7537479400634766 (2.578529453277588) | > loss_kl: 3.249251365661621 (2.995838197072347) | > loss_feat: 7.527061462402344 (6.61299695968628) | > loss_mel: 18.250085830688477 (17.698741404215493) | > loss_duration: 2.348397731781006 (2.343674580256144) | > loss_1: 34.128543853759766 (32.229780451456705)  --> STEP: 16 | > loss_disc: 2.583106756210327 (2.4397727847099304) | > loss_disc_real_0: 0.2451600581407547 (0.17731458600610495) | > loss_disc_real_1: 0.2868298590183258 (0.2462856061756611) | > loss_disc_real_2: 0.29664191603660583 (0.2470532087609172) | > loss_disc_real_3: 0.31495344638824463 (0.2586449421942234) | > loss_disc_real_4: 0.30370914936065674 (0.27594356052577496) | > loss_disc_real_5: 0.32481271028518677 (0.25247763842344284) | > loss_0: 2.583106756210327 (2.4397727847099304) | > loss_gen: 2.9116251468658447 (2.599347934126854) | > loss_kl: 2.5179600715637207 (2.965970814228058) | > loss_feat: 5.972362041473389 (6.572957277297974) | > loss_mel: 16.926671981811523 (17.650487065315247) | > loss_duration: 2.3964102268218994 (2.346970558166504) | > loss_1: 30.72502899169922 (32.13573348522186)  --> STEP: 17 | > loss_disc: 2.604926347732544 (2.449487700181849) | > loss_disc_real_0: 0.1521458625793457 (0.1758340728633544) | > loss_disc_real_1: 0.3205108046531677 (0.2506517943213968) | > loss_disc_real_2: 0.25758323073387146 (0.24767262181814978) | > loss_disc_real_3: 0.3037673532962799 (0.26129920167081494) | > loss_disc_real_4: 0.2789497375488281 (0.2761203944683075) | > loss_disc_real_5: 0.3005015254020691 (0.2553025729515973) | > loss_0: 2.604926347732544 (2.449487700181849) | > loss_gen: 2.4599809646606445 (2.5911498770994297) | > loss_kl: 2.179407835006714 (2.919702403685626) | > loss_feat: 5.121246814727783 (6.487562544205609) | > loss_mel: 17.552772521972656 (17.644739151000977) | > loss_duration: 2.385378360748291 (2.349229840671315) | > loss_1: 29.69878578186035 (31.992383620318243)  --> STEP: 18 | > loss_disc: 2.4107890129089355 (2.4473377731111317) | > loss_disc_real_0: 0.12378963828086853 (0.17294271538654962) | > loss_disc_real_1: 0.24013957381248474 (0.25006778207090163) | > loss_disc_real_2: 0.29975053668022156 (0.2505658393104871) | > loss_disc_real_3: 0.22171583771705627 (0.25910012589560616) | > loss_disc_real_4: 0.25462040305137634 (0.27492595050070023) | > loss_disc_real_5: 0.2326098084449768 (0.2540418638123406) | > loss_0: 2.4107890129089355 (2.4473377731111317) | > loss_gen: 2.405895233154297 (2.5808579524358115) | > loss_kl: 2.7427127361297607 (2.9098696443769665) | > loss_feat: 6.504103183746338 (6.4884814686245385) | > loss_mel: 15.628809928894043 (17.532743083106148) | > loss_duration: 2.2367615699768066 (2.342981603410509) | > loss_1: 29.518281936645508 (31.85493352678087)  --> STEP: 19 | > loss_disc: 2.5397753715515137 (2.4522029098711515) | > loss_disc_real_0: 0.1823851466178894 (0.173439685451357) | > loss_disc_real_1: 0.19486291706562042 (0.24716226286009738) | > loss_disc_real_2: 0.22638337314128876 (0.24929307793316088) | > loss_disc_real_3: 0.257908433675766 (0.25903740525245667) | > loss_disc_real_4: 0.27162328362464905 (0.27475212592827647) | > loss_disc_real_5: 0.3168163597583771 (0.2573457846516057) | > loss_0: 2.5397753715515137 (2.4522029098711515) | > loss_gen: 2.412168264389038 (2.571979547801771) | > loss_kl: 2.333592653274536 (2.8795392764242074) | > loss_feat: 5.387092590332031 (6.430513632924933) | > loss_mel: 16.39617919921875 (17.4729239313226) | > loss_duration: 2.3677401542663574 (2.3442846850345007) | > loss_1: 28.896772384643555 (31.699240835089434)  --> STEP: 20 | > loss_disc: 2.5205795764923096 (2.4556217432022094) | > loss_disc_real_0: 0.20799919962882996 (0.17516766116023064) | > loss_disc_real_1: 0.21544396877288818 (0.24557634815573692) | > loss_disc_real_2: 0.32381388545036316 (0.253019118309021) | > loss_disc_real_3: 0.26100394129753113 (0.2591357320547104) | > loss_disc_real_4: 0.23983129858970642 (0.27300608456134795) | > loss_disc_real_5: 0.2586893141269684 (0.2574129611253738) | > loss_0: 2.5205795764923096 (2.4556217432022094) | > loss_gen: 2.625488519668579 (2.574654996395111) | > loss_kl: 2.233090400695801 (2.8472168326377867) | > loss_feat: 4.817813396453857 (6.34987862110138) | > loss_mel: 17.391162872314453 (17.468835878372193) | > loss_duration: 2.3327598571777344 (2.3437084436416624) | > loss_1: 29.400314331054688 (31.584294509887695)  --> STEP: 21 | > loss_disc: 2.2619833946228027 (2.4464008694603327) | > loss_disc_real_0: 0.12878355383872986 (0.17295889414492108) | > loss_disc_real_1: 0.19110353291034698 (0.24298240457262313) | > loss_disc_real_2: 0.2656530439853668 (0.2536207338174184) | > loss_disc_real_3: 0.1560557335615158 (0.2542271606978916) | > loss_disc_real_4: 0.2698178291320801 (0.27285426287424) | > loss_disc_real_5: 0.2188379019498825 (0.25557605354558854) | > loss_0: 2.2619833946228027 (2.4464008694603327) | > loss_gen: 2.3884010314941406 (2.5657857599712552) | > loss_kl: 1.6210500001907349 (2.7888279358545938) | > loss_feat: 6.782598495483398 (6.370484329405285) | > loss_mel: 17.091114044189453 (17.45084912436349) | > loss_duration: 2.1712381839752197 (2.335495574133737) | > loss_1: 30.054401397705078 (31.51144245692662)  --> STEP: 22 | > loss_disc: 2.807164192199707 (2.4627992023121226) | > loss_disc_real_0: 0.21747468411922455 (0.17498233914375305) | > loss_disc_real_1: 0.3217325210571289 (0.24656195532191882) | > loss_disc_real_2: 0.28087276220321655 (0.25485946238040924) | > loss_disc_real_3: 0.24925145506858826 (0.254000992260196) | > loss_disc_real_4: 0.2549408972263336 (0.2720400189811533) | > loss_disc_real_5: 0.24669748544692993 (0.2551724822683768) | > loss_0: 2.807164192199707 (2.4627992023121226) | > loss_gen: 2.186671257019043 (2.5485532825643364) | > loss_kl: 1.889051079750061 (2.7479289878498423) | > loss_feat: 4.859722137451172 (6.301813320680098) | > loss_mel: 16.281452178955078 (17.397694717754018) | > loss_duration: 2.204233407974243 (2.329529112035578) | > loss_1: 27.42112922668457 (31.325519128279254)  --> STEP: 23 | > loss_disc: 2.4955906867980957 (2.4642249190289043) | > loss_disc_real_0: 0.21145948767662048 (0.17656830212344293) | > loss_disc_real_1: 0.24390913546085358 (0.24644661532795947) | > loss_disc_real_2: 0.21264396607875824 (0.2530240060194679) | > loss_disc_real_3: 0.24869726598262787 (0.2537703954655191) | > loss_disc_real_4: 0.2711166739463806 (0.27199987354485883) | > loss_disc_real_5: 0.24571098387241364 (0.25476111277290014) | > loss_0: 2.4955906867980957 (2.4642249190289043) | > loss_gen: 2.3769352436065674 (2.5410916286966074) | > loss_kl: 2.6621253490448 (2.744198394858319) | > loss_feat: 6.0467305183410645 (6.290722764056662) | > loss_mel: 17.076904296875 (17.383747308150582) | > loss_duration: 2.3076658248901367 (2.328578534333602) | > loss_1: 30.470359802246094 (31.28833828801694)  --> STEP: 24 | > loss_disc: 2.5559449195861816 (2.4680465857187905) | > loss_disc_real_0: 0.20807614922523499 (0.1778811290860176) | > loss_disc_real_1: 0.2731090784072876 (0.24755755128959814) | > loss_disc_real_2: 0.3459279537200928 (0.25689500384032726) | > loss_disc_real_3: 0.29812711477279663 (0.25561859210332233) | > loss_disc_real_4: 0.22510573267936707 (0.27004595100879664) | > loss_disc_real_5: 0.20858629047870636 (0.25283716184397537) | > loss_0: 2.5559449195861816 (2.4680465857187905) | > loss_gen: 2.622358560562134 (2.5444777508576712) | > loss_kl: 2.325434446334839 (2.726749897003174) | > loss_feat: 4.837397575378418 (6.230167547861735) | > loss_mel: 17.165876388549805 (17.374669353167217) | > loss_duration: 2.4267959594726562 (2.332670927047729) | > loss_1: 29.37786293029785 (31.20873514811198)  --> STEP: 25 | > loss_disc: 2.444899082183838 (2.4671206855773926) | > loss_disc_real_0: 0.15193802118301392 (0.17684340476989746) | > loss_disc_real_1: 0.25926312804222107 (0.24802577435970308) | > loss_disc_real_2: 0.2535875737667084 (0.2567627066373825) | > loss_disc_real_3: 0.2662959396839142 (0.25604568600654604) | > loss_disc_real_4: 0.31817948818206787 (0.2719712924957275) | > loss_disc_real_5: 0.3093990683555603 (0.2550996381044388) | > loss_0: 2.444899082183838 (2.4671206855773926) | > loss_gen: 2.586681604385376 (2.5461659049987793) | > loss_kl: 2.7827112674713135 (2.7289883518218994) | > loss_feat: 5.655142307281494 (6.207166538238526) | > loss_mel: 16.226835250854492 (17.328755989074708) | > loss_duration: 2.3648481369018555 (2.333958015441894) | > loss_1: 29.61621856689453 (31.14503448486328)  --> STEP: 26 | > loss_disc: 2.4314017295837402 (2.4657468795776367) | > loss_disc_real_0: 0.0678878203034401 (0.1726528053673414) | > loss_disc_real_1: 0.14984948933124542 (0.24424976339707008) | > loss_disc_real_2: 0.31184566020965576 (0.2588812817747776) | > loss_disc_real_3: 0.24473349750041962 (0.2556106018332335) | > loss_disc_real_4: 0.39903703331947327 (0.2768584363735639) | > loss_disc_real_5: 0.24795719981193542 (0.25482492893934255) | > loss_0: 2.4314017295837402 (2.4657468795776367) | > loss_gen: 2.6425206661224365 (2.549871857349689) | > loss_kl: 2.1357386112213135 (2.706171054106492) | > loss_feat: 12.186223983764648 (6.437130286143376) | > loss_mel: 19.823545455932617 (17.424709430107704) | > loss_duration: 2.310847759246826 (2.3330691594343915) | > loss_1: 39.098876953125 (31.450951502873348) --> EVAL PERFORMANCE | > avg_loader_time: 0.002490382928114671 (-6.202551034780682e-05) | > avg_loss_disc: 2.4657468795776367 (+0.03126479112184999) | > avg_loss_disc_real_0: 0.1726528053673414 (+0.024118969503503562) | > avg_loss_disc_real_1: 0.24424976339707008 (+0.02304462973888105) | > avg_loss_disc_real_2: 0.2588812817747776 (+0.048085702439913336) | > avg_loss_disc_real_3: 0.2556106018332335 (+0.017333495215727746) | > avg_loss_disc_real_4: 0.2768584363735639 (+0.025764467624517562) | > avg_loss_disc_real_5: 0.25482492893934255 (+0.04190904303238949) | > avg_loss_0: 2.4657468795776367 (+0.03126479112184999) | > avg_loss_gen: 2.549871857349689 (+0.18701567099644567) | > avg_loss_kl: 2.706171054106492 (-0.011829811793107492) | > avg_loss_feat: 6.437130286143376 (-0.8120549275324898) | > avg_loss_mel: 17.424709430107704 (-0.32526430716881194) | > avg_loss_duration: 2.3330691594343915 (-0.00020323349879314279) | > avg_loss_1: 31.450951502873348 (-0.9623362467839094)  > EPOCH: 515/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:49:20)   --> TIME: 2024-06-11 13:49:31 -- STEP: 24/330 -- GLOBAL_STEP: 257975 | > loss_disc: 2.253279685974121 (2.291114121675491) | > loss_disc_real_0: 0.097562275826931 (0.10197509080171585) | > loss_disc_real_1: 0.18036068975925446 (0.19587676289180914) | > loss_disc_real_2: 0.22467917203903198 (0.21065564888219038) | > loss_disc_real_3: 0.21345141530036926 (0.2228626192857822) | > loss_disc_real_4: 0.20745763182640076 (0.22395106653372446) | > loss_disc_real_5: 0.19143690168857574 (0.21703039233883223) | > loss_0: 2.253279685974121 (2.291114121675491) | > grad_norm_0: tensor(12.2670, device='cuda:0') (tensor(8.1470, device='cuda:0')) | > loss_gen: 2.563333034515381 (2.5121181309223175) | > loss_kl: 1.6755048036575317 (1.8652025361855824) | > loss_feat: 7.689491271972656 (7.0256824890772505) | > loss_mel: 18.004091262817383 (17.912291208902996) | > loss_duration: 1.9539878368377686 (2.0647204220294952) | > loss_1: 31.88640785217285 (31.3800147374471) | > grad_norm_1: tensor(194.4716, device='cuda:0') (tensor(109.5856, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3688 (0.36880602439244586) | > loader_time: 0.0034 (0.0032940407594045005)  --> TIME: 2024-06-11 13:49:40 -- STEP: 49/330 -- GLOBAL_STEP: 258000 | > loss_disc: 2.2386527061462402 (2.324895167837337) | > loss_disc_real_0: 0.13144426047801971 (0.10635851642915181) | > loss_disc_real_1: 0.20616373419761658 (0.19623113499612224) | > loss_disc_real_2: 0.17709018290042877 (0.21043982676097325) | > loss_disc_real_3: 0.22296001017093658 (0.22643501691672266) | > loss_disc_real_4: 0.1965665966272354 (0.22679030287022495) | > loss_disc_real_5: 0.19672559201717377 (0.22040434516206078) | > loss_0: 2.2386527061462402 (2.324895167837337) | > grad_norm_0: tensor(31.7669, device='cuda:0') (tensor(11.5809, device='cuda:0')) | > loss_gen: 2.650672197341919 (2.4908313751220716) | > loss_kl: 1.9997633695602417 (1.8810025599538063) | > loss_feat: 7.799468994140625 (7.041118067138049) | > loss_mel: 17.367002487182617 (17.87077923210299) | > loss_duration: 1.953163743019104 (2.027592819564197) | > loss_1: 31.770071029663086 (31.311324139030614) | > grad_norm_1: tensor(152.0775, device='cuda:0') (tensor(134.1948, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3758 (0.36687453912228957) | > loader_time: 0.0033 (0.003506305266399773) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_258000.pth  --> TIME: 2024-06-11 13:49:54 -- STEP: 74/330 -- GLOBAL_STEP: 258025 | > loss_disc: 2.3773159980773926 (2.336040216523248) | > loss_disc_real_0: 0.12226694822311401 (0.10774600515897209) | > loss_disc_real_1: 0.19462333619594574 (0.19659409551201634) | > loss_disc_real_2: 0.2015351951122284 (0.21236116721017942) | > loss_disc_real_3: 0.24361929297447205 (0.2285673888148488) | > loss_disc_real_4: 0.2650010585784912 (0.22835770229230057) | > loss_disc_real_5: 0.2623575031757355 (0.22152184815825643) | > loss_0: 2.3773159980773926 (2.336040216523248) | > grad_norm_0: tensor(11.5806, device='cuda:0') (tensor(14.4865, device='cuda:0')) | > loss_gen: 2.5748796463012695 (2.495093538954451) | > loss_kl: 1.9417622089385986 (1.9058917728630271) | > loss_feat: 7.305185794830322 (7.085963719599957) | > loss_mel: 17.51764678955078 (17.89391306284311) | > loss_duration: 1.9301385879516602 (2.0136292109618315) | > loss_1: 31.269611358642578 (31.394491401878565) | > grad_norm_1: tensor(95.4284, device='cuda:0') (tensor(177.9232, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3517 (0.36919996545121475) | > loader_time: 0.0035 (0.0036271713875435495)  --> TIME: 2024-06-11 13:50:04 -- STEP: 99/330 -- GLOBAL_STEP: 258050 | > loss_disc: 2.254512310028076 (2.331648540015172) | > loss_disc_real_0: 0.14403611421585083 (0.11054081213895721) | > loss_disc_real_1: 0.19607514142990112 (0.1965489233985091) | > loss_disc_real_2: 0.20759615302085876 (0.2120265591927249) | > loss_disc_real_3: 0.207140251994133 (0.22765132017207867) | > loss_disc_real_4: 0.21854718029499054 (0.22790906254691307) | > loss_disc_real_5: 0.21771471202373505 (0.2195846445933737) | > loss_0: 2.254512310028076 (2.331648540015172) | > grad_norm_0: tensor(19.4175, device='cuda:0') (tensor(16.1707, device='cuda:0')) | > loss_gen: 2.4433412551879883 (2.5033577788959858) | > loss_kl: 2.059882164001465 (1.9111054425287728) | > loss_feat: 7.092099189758301 (7.104499566434611) | > loss_mel: 18.08304786682129 (17.83469171235055) | > loss_duration: 2.026155471801758 (2.0127903837146164) | > loss_1: 31.704526901245117 (31.366445001929698) | > grad_norm_1: tensor(249.5506, device='cuda:0') (tensor(195.9374, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3568 (0.3683160290573583) | > loader_time: 0.0042 (0.0037216128724994082)  --> TIME: 2024-06-11 13:50:13 -- STEP: 124/330 -- GLOBAL_STEP: 258075 | > loss_disc: 2.3524234294891357 (2.3334951554575274) | > loss_disc_real_0: 0.12859001755714417 (0.11134248695546581) | > loss_disc_real_1: 0.19682832062244415 (0.19594215721853311) | > loss_disc_real_2: 0.25765228271484375 (0.21192596275960246) | > loss_disc_real_3: 0.2384737730026245 (0.22804505125649513) | > loss_disc_real_4: 0.21371467411518097 (0.22679041422182514) | > loss_disc_real_5: 0.2348005771636963 (0.21976281245869975) | > loss_0: 2.3524234294891357 (2.3334951554575274) | > grad_norm_0: tensor(24.9175, device='cuda:0') (tensor(18.7978, device='cuda:0')) | > loss_gen: 2.61967134475708 (2.5118277284406854) | > loss_kl: 1.9783705472946167 (1.9275217133183633) | > loss_feat: 7.895947456359863 (7.145719297470586) | > loss_mel: 18.21074676513672 (17.85107089627173) | > loss_duration: 2.0220112800598145 (2.015271008014678) | > loss_1: 32.72674560546875 (31.45141069350704) | > grad_norm_1: tensor(215.4852, device='cuda:0') (tensor(214.0750, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3684 (0.36837969095476214) | > loader_time: 0.0044 (0.0038028917004985195)  --> TIME: 2024-06-11 13:50:23 -- STEP: 149/330 -- GLOBAL_STEP: 258100 | > loss_disc: 2.4637176990509033 (2.3345874475952764) | > loss_disc_real_0: 0.14542636275291443 (0.11097793278578144) | > loss_disc_real_1: 0.22304150462150574 (0.19649724992329642) | > loss_disc_real_2: 0.1786009520292282 (0.2112594570889569) | > loss_disc_real_3: 0.24847261607646942 (0.22872057317087313) | > loss_disc_real_4: 0.2464061677455902 (0.22758248818400723) | > loss_disc_real_5: 0.26367080211639404 (0.2201313909468235) | > loss_0: 2.4637176990509033 (2.3345874475952764) | > grad_norm_0: tensor(44.0340, device='cuda:0') (tensor(20.6401, device='cuda:0')) | > loss_gen: 2.4101529121398926 (2.5241668432350934) | > loss_kl: 1.9766064882278442 (1.9343423595364462) | > loss_feat: 6.594174861907959 (7.154092369463621) | > loss_mel: 17.954986572265625 (17.823262861111015) | > loss_duration: 2.0415055751800537 (2.018494959645623) | > loss_1: 30.977426528930664 (31.454359438595354) | > grad_norm_1: tensor(245.5972, device='cuda:0') (tensor(236.4612, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.366 (0.36987199719320213) | > loader_time: 0.0051 (0.003892628138497372)  --> TIME: 2024-06-11 13:50:33 -- STEP: 174/330 -- GLOBAL_STEP: 258125 | > loss_disc: 2.406176805496216 (2.3392918041382704) | > loss_disc_real_0: 0.11750778555870056 (0.11203290686953342) | > loss_disc_real_1: 0.22260521352291107 (0.1971035317956716) | > loss_disc_real_2: 0.20356352627277374 (0.2116152911350645) | > loss_disc_real_3: 0.21655739843845367 (0.22950318841070966) | > loss_disc_real_4: 0.21983207762241364 (0.22779244895296535) | > loss_disc_real_5: 0.23929168283939362 (0.22095684064873333) | > loss_0: 2.406176805496216 (2.3392918041382704) | > grad_norm_0: tensor(33.2053, device='cuda:0') (tensor(22.6782, device='cuda:0')) | > loss_gen: 2.3502254486083984 (2.523311830115045) | > loss_kl: 2.1067681312561035 (1.9427399902508176) | > loss_feat: 6.992356300354004 (7.1491559812392325) | > loss_mel: 17.751859664916992 (17.817273984010175) | > loss_duration: 2.130410671234131 (2.0240189453651163) | > loss_1: 31.331621170043945 (31.45650077688283) | > grad_norm_1: tensor(419.7307, device='cuda:0') (tensor(251.4933, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3846 (0.3728770743841414) | > loader_time: 0.0046 (0.004007217527806073)  --> TIME: 2024-06-11 13:50:43 -- STEP: 199/330 -- GLOBAL_STEP: 258150 | > loss_disc: 2.3235867023468018 (2.343128518243531) | > loss_disc_real_0: 0.10685749351978302 (0.11255492009784109) | > loss_disc_real_1: 0.2173166573047638 (0.1975010376629518) | > loss_disc_real_2: 0.20941129326820374 (0.21206139664554116) | > loss_disc_real_3: 0.21695613861083984 (0.2290261932204117) | > loss_disc_real_4: 0.2330375462770462 (0.2286740554187765) | > loss_disc_real_5: 0.25112447142601013 (0.22120145464961852) | > loss_0: 2.3235867023468018 (2.343128518243531) | > grad_norm_0: tensor(28.3484, device='cuda:0') (tensor(23.5998, device='cuda:0')) | > loss_gen: 2.4914042949676514 (2.51492072469625) | > loss_kl: 1.7284235954284668 (1.9470033687562798) | > loss_feat: 6.530446529388428 (7.113993268516197) | > loss_mel: 17.10629653930664 (17.761785881004123) | > loss_duration: 2.1401915550231934 (2.0319478667561124) | > loss_1: 29.996761322021484 (31.369651161845606) | > grad_norm_1: tensor(340.3134, device='cuda:0') (tensor(262.1505, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3895 (0.3752975284154692) | > loader_time: 0.0047 (0.004114450521804579)  --> TIME: 2024-06-11 13:50:53 -- STEP: 224/330 -- GLOBAL_STEP: 258175 | > loss_disc: 2.349475860595703 (2.346486024558545) | > loss_disc_real_0: 0.09390755742788315 (0.1134158919532118) | > loss_disc_real_1: 0.20239479839801788 (0.19788493428911483) | > loss_disc_real_2: 0.22408685088157654 (0.21210939636720078) | > loss_disc_real_3: 0.23438724875450134 (0.2289843764156103) | > loss_disc_real_4: 0.22770266234874725 (0.22862027871555515) | > loss_disc_real_5: 0.2556251585483551 (0.2214421732351184) | > loss_0: 2.349475860595703 (2.346486024558545) | > grad_norm_0: tensor(38.3868, device='cuda:0') (tensor(24.9247, device='cuda:0')) | > loss_gen: 2.476778030395508 (2.5097914955445693) | > loss_kl: 1.8165699243545532 (1.951423464609044) | > loss_feat: 7.5470075607299805 (7.1041612816708435) | > loss_mel: 17.74248695373535 (17.715832548482062) | > loss_duration: 2.1564972400665283 (2.0389269313641947) | > loss_1: 31.73933982849121 (31.32013578074319) | > grad_norm_1: tensor(481.8323, device='cuda:0') (tensor(277.0542, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.3951 (0.3778302467295103) | > loader_time: 0.0051 (0.004229665866919923)  --> TIME: 2024-06-11 13:51:03 -- STEP: 249/330 -- GLOBAL_STEP: 258200 | > loss_disc: 2.3970115184783936 (2.3497664468834207) | > loss_disc_real_0: 0.11611898243427277 (0.1142472215894475) | > loss_disc_real_1: 0.18121886253356934 (0.19807961038556923) | > loss_disc_real_2: 0.20482535660266876 (0.2123258311346353) | > loss_disc_real_3: 0.25038206577301025 (0.22911170669588218) | > loss_disc_real_4: 0.2340223640203476 (0.22872800119670042) | > loss_disc_real_5: 0.23889349400997162 (0.2215478026483911) | > loss_0: 2.3970115184783936 (2.3497664468834207) | > grad_norm_0: tensor(16.4988, device='cuda:0') (tensor(26.4613, device='cuda:0')) | > loss_gen: 2.4766597747802734 (2.5081181832585466) | > loss_kl: 1.993937611579895 (1.9528386286463604) | > loss_feat: 6.837202072143555 (7.0840028663236945) | > loss_mel: 17.44013023376465 (17.679646151132836) | > loss_duration: 2.1222615242004395 (2.047348583558477) | > loss_1: 30.87019157409668 (31.271954463667658) | > grad_norm_1: tensor(337.1490, device='cuda:0') (tensor(289.0373, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.4132 (0.3813489048356513) | > loader_time: 0.0054 (0.004351956777304528)  --> TIME: 2024-06-11 13:51:14 -- STEP: 274/330 -- GLOBAL_STEP: 258225 | > loss_disc: 2.3275156021118164 (2.354379803594882) | > loss_disc_real_0: 0.21232393383979797 (0.11605809486205995) | > loss_disc_real_1: 0.21653105318546295 (0.19862815541942627) | > loss_disc_real_2: 0.2230493724346161 (0.21248134959788217) | > loss_disc_real_3: 0.2284516990184784 (0.22943951042681715) | > loss_disc_real_4: 0.2076311856508255 (0.22852294973648377) | > loss_disc_real_5: 0.19923768937587738 (0.22137487086936505) | > loss_0: 2.3275156021118164 (2.354379803594882) | > grad_norm_0: tensor(95.4737, device='cuda:0') (tensor(29.5308, device='cuda:0')) | > loss_gen: 2.7970235347747803 (2.5105138451513573) | > loss_kl: 2.0116326808929443 (1.9553722051808433) | > loss_feat: 6.990055084228516 (7.10310594182815) | > loss_mel: 16.830163955688477 (17.64255756183261) | > loss_duration: 2.1357040405273438 (2.0557381984961296) | > loss_1: 30.76457977294922 (31.267287797301353) | > grad_norm_1: tensor(509.6745, device='cuda:0') (tensor(305.7996, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.4487 (0.38587479608772457) | > loader_time: 0.0067 (0.0045102443138178225)  --> TIME: 2024-06-11 13:51:26 -- STEP: 299/330 -- GLOBAL_STEP: 258250 | > loss_disc: 2.3098018169403076 (2.358302742342487) | > loss_disc_real_0: 0.13265222311019897 (0.11784542298386727) | > loss_disc_real_1: 0.16544969379901886 (0.19936734911390763) | > loss_disc_real_2: 0.18014708161354065 (0.21249462115924095) | > loss_disc_real_3: 0.22553731501102448 (0.22895563585702391) | > loss_disc_real_4: 0.19245460629463196 (0.2280725405168374) | > loss_disc_real_5: 0.19449067115783691 (0.221186907046216) | > loss_0: 2.3098018169403076 (2.358302742342487) | > grad_norm_0: tensor(53.5591, device='cuda:0') (tensor(30.6199, device='cuda:0')) | > loss_gen: 2.500256299972534 (2.5035981238885054) | > loss_kl: 2.000727415084839 (1.9556335533741724) | > loss_feat: 6.968820095062256 (7.101528544091064) | > loss_mel: 17.762117385864258 (17.600096511202896) | > loss_duration: 2.229127883911133 (2.065784661666207) | > loss_1: 31.461048126220703 (31.226641441268665) | > grad_norm_1: tensor(440.2603, device='cuda:0') (tensor(310.7018, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.4894 (0.39267324683658245) | > loader_time: 0.0073 (0.004698164088271529)  --> TIME: 2024-06-11 13:51:40 -- STEP: 324/330 -- GLOBAL_STEP: 258275 | > loss_disc: 2.447049379348755 (2.3637141408743694) | > loss_disc_real_0: 0.09962459653615952 (0.11919795527456352) | > loss_disc_real_1: 0.16704702377319336 (0.20014268113875092) | > loss_disc_real_2: 0.25981852412223816 (0.21293120601294954) | > loss_disc_real_3: 0.25369560718536377 (0.2292886471122871) | > loss_disc_real_4: 0.24328374862670898 (0.22894415424929726) | > loss_disc_real_5: 0.2318422943353653 (0.2220060768318765) | > loss_0: 2.447049379348755 (2.3637141408743694) | > grad_norm_0: tensor(9.8241, device='cuda:0') (tensor(30.0930, device='cuda:0')) | > loss_gen: 2.433580160140991 (2.498494561071748) | > loss_kl: 2.157031536102295 (1.962147569950716) | > loss_feat: 10.52832317352295 (7.142591937088674) | > loss_mel: 18.130887985229492 (17.56447654888952) | > loss_duration: 2.286324977874756 (2.0800941638004637) | > loss_1: 35.5361442565918 (31.247804788895596) | > grad_norm_1: tensor(283.9943, device='cuda:0') (tensor(307.8933, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.5913 (0.4038831878591466) | > loader_time: 0.0092 (0.004995625696064512)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.170140027999878 (2.170140027999878) | > loss_disc_real_0: 0.09071425348520279 (0.09071425348520279) | > loss_disc_real_1: 0.24079230427742004 (0.24079230427742004) | > loss_disc_real_2: 0.20152290165424347 (0.20152290165424347) | > loss_disc_real_3: 0.23501111567020416 (0.23501111567020416) | > loss_disc_real_4: 0.24864637851715088 (0.24864637851715088) | > loss_disc_real_5: 0.15750592947006226 (0.15750592947006226) | > loss_0: 2.170140027999878 (2.170140027999878) | > loss_gen: 2.9248578548431396 (2.9248578548431396) | > loss_kl: 2.960434675216675 (2.960434675216675) | > loss_feat: 7.578108787536621 (7.578108787536621) | > loss_mel: 16.904361724853516 (16.904361724853516) | > loss_duration: 2.8990378379821777 (2.8990378379821777) | > loss_1: 33.26679992675781 (33.26679992675781)  --> STEP: 1 | > loss_disc: 2.2003748416900635 (2.2003748416900635) | > loss_disc_real_0: 0.10882372409105301 (0.10882372409105301) | > loss_disc_real_1: 0.18989723920822144 (0.18989723920822144) | > loss_disc_real_2: 0.17126494646072388 (0.17126494646072388) | > loss_disc_real_3: 0.1657550036907196 (0.1657550036907196) | > loss_disc_real_4: 0.2094210386276245 (0.2094210386276245) | > loss_disc_real_5: 0.1774652749300003 (0.1774652749300003) | > loss_0: 2.2003748416900635 (2.2003748416900635) | > loss_gen: 2.341932773590088 (2.341932773590088) | > loss_kl: 2.5928444862365723 (2.5928444862365723) | > loss_feat: 7.971317291259766 (7.971317291259766) | > loss_mel: 17.87729835510254 (17.87729835510254) | > loss_duration: 2.410357713699341 (2.410357713699341) | > loss_1: 33.193748474121094 (33.193748474121094)  --> STEP: 2 | > loss_disc: 2.394071102142334 (2.2972229719161987) | > loss_disc_real_0: 0.07714489847421646 (0.09298431128263474) | > loss_disc_real_1: 0.34788498282432556 (0.2688911110162735) | > loss_disc_real_2: 0.24347515404224396 (0.20737005025148392) | > loss_disc_real_3: 0.19478818774223328 (0.18027159571647644) | > loss_disc_real_4: 0.23250220715999603 (0.22096162289381027) | > loss_disc_real_5: 0.1992732584476471 (0.1883692666888237) | > loss_0: 2.394071102142334 (2.2972229719161987) | > loss_gen: 2.65474534034729 (2.498339056968689) | > loss_kl: 2.64115047454834 (2.616997480392456) | > loss_feat: 6.199440002441406 (7.085378646850586) | > loss_mel: 17.108802795410156 (17.493050575256348) | > loss_duration: 2.433511257171631 (2.421934485435486) | > loss_1: 31.03765106201172 (32.115699768066406)  --> STEP: 3 | > loss_disc: 2.5132391452789307 (2.3692283630371094) | > loss_disc_real_0: 0.06687936186790466 (0.08428266147772472) | > loss_disc_real_1: 0.20559464395046234 (0.2477922886610031) | > loss_disc_real_2: 0.17873837053775787 (0.19782615701357523) | > loss_disc_real_3: 0.2612575888633728 (0.2072669267654419) | > loss_disc_real_4: 0.32242727279663086 (0.2547835061947505) | > loss_disc_real_5: 0.25948289036750793 (0.2120738079150518) | > loss_0: 2.5132391452789307 (2.3692283630371094) | > loss_gen: 2.2240867614746094 (2.406921625137329) | > loss_kl: 3.584904909133911 (2.939633289972941) | > loss_feat: 6.934988021850586 (7.035248438517253) | > loss_mel: 17.766277313232422 (17.584126154581707) | > loss_duration: 2.33978271484375 (2.3945505619049072) | > loss_1: 32.850040435791016 (32.360479990641274)  --> STEP: 4 | > loss_disc: 2.509552001953125 (2.4043092727661133) | > loss_disc_real_0: 0.1417517364025116 (0.09864993020892143) | > loss_disc_real_1: 0.22651022672653198 (0.24247177317738533) | > loss_disc_real_2: 0.24855969846248627 (0.210509542375803) | > loss_disc_real_3: 0.2541166841983795 (0.2189793661236763) | > loss_disc_real_4: 0.25062328577041626 (0.2537434510886669) | > loss_disc_real_5: 0.2312711477279663 (0.2168731428682804) | > loss_0: 2.509552001953125 (2.4043092727661133) | > loss_gen: 2.4657814502716064 (2.4216365814208984) | > loss_kl: 2.992433786392212 (2.952833414077759) | > loss_feat: 6.5553059577941895 (6.915262818336487) | > loss_mel: 17.58228302001953 (17.583665370941162) | > loss_duration: 2.362872362136841 (2.3866310119628906) | > loss_1: 31.95867919921875 (32.260029792785645)  --> STEP: 5 | > loss_disc: 2.291738510131836 (2.381795120239258) | > loss_disc_real_0: 0.19478052854537964 (0.11787604987621307) | > loss_disc_real_1: 0.22480668127536774 (0.23893875479698182) | > loss_disc_real_2: 0.21713458001613617 (0.21183454990386963) | > loss_disc_real_3: 0.2314089685678482 (0.2214652866125107) | > loss_disc_real_4: 0.24204036593437195 (0.25140283405780794) | > loss_disc_real_5: 0.21293747425079346 (0.21608600914478301) | > loss_0: 2.291738510131836 (2.381795120239258) | > loss_gen: 2.5794808864593506 (2.453205442428589) | > loss_kl: 3.3749985694885254 (3.0372664451599123) | > loss_feat: 5.604193210601807 (6.653048896789551) | > loss_mel: 19.480676651000977 (17.963067626953126) | > loss_duration: 2.3536927700042725 (2.380043363571167) | > loss_1: 33.393043518066406 (32.4866325378418)  --> STEP: 6 | > loss_disc: 2.445737838745117 (2.3924522399902344) | > loss_disc_real_0: 0.09573128074407578 (0.11418525502085686) | > loss_disc_real_1: 0.32637226581573486 (0.25351100663344067) | > loss_disc_real_2: 0.25372543931007385 (0.21881636480490366) | > loss_disc_real_3: 0.27127254009246826 (0.22976649552583694) | > loss_disc_real_4: 0.2908466160297394 (0.2579767977197965) | > loss_disc_real_5: 0.29139944911003113 (0.22863824913899103) | > loss_0: 2.445737838745117 (2.3924522399902344) | > loss_gen: 2.7445192337036133 (2.5017577409744263) | > loss_kl: 2.9907004833221436 (3.029505451520284) | > loss_feat: 7.193253040313721 (6.743082920710246) | > loss_mel: 18.96904182434082 (18.130729993184406) | > loss_duration: 2.20715069770813 (2.3512279192606607) | > loss_1: 34.10466384887695 (32.75630442301432)  --> STEP: 7 | > loss_disc: 2.1400256156921387 (2.356391293661935) | > loss_disc_real_0: 0.05693667382001877 (0.10600688627787999) | > loss_disc_real_1: 0.24953660368919373 (0.2529432347842625) | > loss_disc_real_2: 0.176827535033226 (0.21281796055180685) | > loss_disc_real_3: 0.23606303334236145 (0.23066600092819758) | > loss_disc_real_4: 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2.5753159523010254 (2.562490224838257) | > loss_kl: 3.1440443992614746 (3.193165808916092) | > loss_feat: 7.672464847564697 (6.910296022891998) | > loss_mel: 17.17817497253418 (18.165040731430054) | > loss_duration: 2.2223989963531494 (2.3643409311771393) | > loss_1: 32.79240036010742 (33.19533395767212)  --> STEP: 9 | > loss_disc: 2.2590856552124023 (2.3575608995225696) | > loss_disc_real_0: 0.19633615016937256 (0.11684413916534847) | > loss_disc_real_1: 0.17160271108150482 (0.24063193632496727) | > loss_disc_real_2: 0.21145237982273102 (0.21409495837158626) | > loss_disc_real_3: 0.2607780396938324 (0.23809260957770878) | > loss_disc_real_4: 0.27942612767219543 (0.26411741475264233) | > loss_disc_real_5: 0.2600836455821991 (0.23737460871537527) | > loss_0: 2.2590856552124023 (2.3575608995225696) | > loss_gen: 2.881115198135376 (2.597892999649048) | > loss_kl: 2.214590072631836 (3.0844351715511746) | > loss_feat: 9.785667419433594 (7.229781733618842) | > loss_mel: 19.770139694213867 (18.343385060628254) | > loss_duration: 2.1670076847076416 (2.3424150149027505) | > loss_1: 36.818519592285156 (33.59791013929579)  --> STEP: 10 | > loss_disc: 2.693659782409668 (2.391170787811279) | > loss_disc_real_0: 0.25457683205604553 (0.1306174084544182) | > loss_disc_real_1: 0.33955222368240356 (0.2505239650607109) | > loss_disc_real_2: 0.239471897482872 (0.21663265228271483) | > loss_disc_real_3: 0.2561205327510834 (0.23989540189504624) | > loss_disc_real_4: 0.23760958015918732 (0.26146663129329684) | > loss_disc_real_5: 0.21544435620307922 (0.23518158346414567) | > loss_0: 2.693659782409668 (2.391170787811279) | > loss_gen: 2.580730438232422 (2.5961767435073853) | > loss_kl: 2.340214252471924 (3.0100130796432496) | > loss_feat: 5.933999061584473 (7.1002034664154055) | > loss_mel: 17.864734649658203 (18.29552001953125) | > loss_duration: 2.361844539642334 (2.344357967376709) | > loss_1: 31.081523895263672 (33.34627151489258)  --> STEP: 11 | > loss_disc: 2.5856411457061768 (2.40884991125627) | > loss_disc_real_0: 0.17369799315929413 (0.13453382524577054) | > loss_disc_real_1: 0.22197633981704712 (0.24792872640219601) | > loss_disc_real_2: 0.24396000802516937 (0.21911695735021072) | > loss_disc_real_3: 0.30260494351387024 (0.24559626931493933) | > loss_disc_real_4: 0.3077334463596344 (0.2656727053902366) | > loss_disc_real_5: 0.2755436897277832 (0.23885086585174908) | > loss_0: 2.5856411457061768 (2.40884991125627) | > loss_gen: 2.455672025680542 (2.5834035873413086) | > loss_kl: 3.090607166290283 (3.01733981479298) | > loss_feat: 6.181787014007568 (7.016711061651057) | > loss_mel: 17.500320434570312 (18.223229148171164) | > loss_duration: 2.4421582221984863 (2.3532488996332344) | > loss_1: 31.670543670654297 (33.19393261996183)  --> STEP: 12 | > loss_disc: 2.219222068786621 (2.393047591050466) | > loss_disc_real_0: 0.1505986899137497 (0.13587256396810213) | > loss_disc_real_1: 0.2456759363412857 (0.24774099389712015) | > loss_disc_real_2: 0.2436022311449051 (0.2211573968331019) | > loss_disc_real_3: 0.23268723487854004 (0.2445205164452394) | > loss_disc_real_4: 0.17480015754699707 (0.2580999930699666) | > loss_disc_real_5: 0.17593248188495636 (0.23360766718784967) | > loss_0: 2.219222068786621 (2.393047591050466) | > loss_gen: 2.572984218597412 (2.5825353066126504) | > loss_kl: 2.294437885284424 (2.9570979873339334) | > loss_feat: 6.837607383728027 (7.001785755157471) | > loss_mel: 18.148521423339844 (18.217003504435223) | > loss_duration: 2.2743008136749268 (2.3466698924700418) | > loss_1: 32.12785339355469 (33.105092684427895)  --> STEP: 13 | > loss_disc: 2.315955877304077 (2.3871174592238207) | > loss_disc_real_0: 0.1694098562002182 (0.13845235567826492) | > loss_disc_real_1: 0.22705139219760895 (0.24614948607408083) | > loss_disc_real_2: 0.21290431916713715 (0.22052254470495078) | > loss_disc_real_3: 0.2659001648426056 (0.24616510478349832) | > loss_disc_real_4: 0.244082972407341 (0.2570217607113031) | > loss_disc_real_5: 0.2246229648590088 (0.2329165362394773) | > loss_0: 2.315955877304077 (2.3871174592238207) | > loss_gen: 2.629887819290161 (2.586177807587844) | > loss_kl: 3.172717571258545 (2.9736841091742883) | > loss_feat: 6.000865459442139 (6.924791886256291) | > loss_mel: 16.886783599853516 (18.114678896390476) | > loss_duration: 2.2323927879333496 (2.3378793459672194) | > loss_1: 30.922649383544922 (32.937212430513824)  --> STEP: 14 | > loss_disc: 2.3614933490753174 (2.3852871656417847) | > loss_disc_real_0: 0.14662861824035645 (0.13903637443270003) | > loss_disc_real_1: 0.2015029639005661 (0.24296044877597264) | > loss_disc_real_2: 0.17085763812065125 (0.2169750513775008) | > loss_disc_real_3: 0.20955026149749756 (0.24354975883449828) | > loss_disc_real_4: 0.21458454430103302 (0.2539905309677124) | > loss_disc_real_5: 0.16063615679740906 (0.22775365199361527) | > loss_0: 2.3614933490753174 (2.3852871656417847) | > loss_gen: 2.356248617172241 (2.5697542939867293) | > loss_kl: 3.413595676422119 (3.005106363977705) | > loss_feat: 7.348725318908691 (6.955072845731463) | > loss_mel: 20.935131072998047 (18.316139766148158) | > loss_duration: 2.3552067279815674 (2.3391170161111012) | > loss_1: 36.408905029296875 (33.18519047328404)  --> STEP: 15 | > loss_disc: 2.5235955715179443 (2.394507726033529) | > loss_disc_real_0: 0.27683335542678833 (0.1482228398323059) | > loss_disc_real_1: 0.39249104261398315 (0.25292915503184) | > loss_disc_real_2: 0.1993054896593094 (0.21579708059628805) | > loss_disc_real_3: 0.19424818456172943 (0.24026298721631367) | > loss_disc_real_4: 0.22171762585639954 (0.2518390039602915) | > loss_disc_real_5: 0.17529982328414917 (0.22425673007965088) | > loss_0: 2.5235955715179443 (2.394507726033529) | > loss_gen: 2.4421916007995605 (2.561250114440918) | > loss_kl: 3.425731658935547 (3.0331480503082275) | > loss_feat: 7.799037456512451 (7.011337153116862) | > loss_mel: 17.72053337097168 (18.276432673136394) | > loss_duration: 2.3844656944274902 (2.342140261332194) | > loss_1: 33.7719612121582 (33.224308522542316)  --> STEP: 16 | > loss_disc: 2.8414859771728516 (2.4224438667297363) | > loss_disc_real_0: 0.32689112424850464 (0.15938960760831833) | > loss_disc_real_1: 0.2966890335083008 (0.2556641474366188) | > loss_disc_real_2: 0.24664638936519623 (0.2177251623943448) | > loss_disc_real_3: 0.31848248839378357 (0.24515170603990555) | > loss_disc_real_4: 0.32423874735832214 (0.25636398792266846) | > loss_disc_real_5: 0.2942098081111908 (0.22862879745662212) | > loss_0: 2.8414859771728516 (2.4224438667297363) | > loss_gen: 2.481372117996216 (2.556257739663124) | > loss_kl: 2.7615106105804443 (3.016170710325241) | > loss_feat: 5.5127997398376465 (6.917678564786911) | > loss_mel: 15.807662963867188 (18.122134566307068) | > loss_duration: 2.377840995788574 (2.3443715572357178) | > loss_1: 28.94118881225586 (32.956613540649414)  --> STEP: 17 | > loss_disc: 2.504103183746338 (2.427247355966007) | > loss_disc_real_0: 0.10773871839046478 (0.15635132000726812) | > loss_disc_real_1: 0.24271249771118164 (0.25490228568806367) | > loss_disc_real_2: 0.26688769459724426 (0.22061707605333888) | > loss_disc_real_3: 0.2878371477127075 (0.2476626143735998) | > loss_disc_real_4: 0.2839949131011963 (0.2579893364625819) | > loss_disc_real_5: 0.25213560461997986 (0.23001155081917257) | > loss_0: 2.504103183746338 (2.427247355966007) | > loss_gen: 2.4212899208068848 (2.548318456200992) | > loss_kl: 2.7246174812316895 (2.9990205203785614) | > loss_feat: 6.5662522315979 (6.897006427540498) | > loss_mel: 17.58469581604004 (18.090520522173712) | > loss_duration: 2.4006357192993164 (2.3476812138276943) | > loss_1: 31.697490692138672 (32.88254749073702)  --> STEP: 18 | > loss_disc: 2.2371790409088135 (2.416688005129496) | > loss_disc_real_0: 0.10570218414068222 (0.15353747912579113) | > loss_disc_real_1: 0.18728196620941162 (0.251145601272583) | > loss_disc_real_2: 0.19960004091262817 (0.21944946298996607) | > loss_disc_real_3: 0.2135070115327835 (0.2457650808824433) | > loss_disc_real_4: 0.2542145848274231 (0.25777962803840637) | > loss_disc_real_5: 0.23547381162643433 (0.23031500975290933) | > loss_0: 2.2371790409088135 (2.416688005129496) | > loss_gen: 2.507718563079834 (2.5460629065831504) | > loss_kl: 3.4187159538269043 (3.0223369333479138) | > loss_feat: 8.664362907409668 (6.9951928986443415) | > loss_mel: 16.65224838256836 (18.010616514417862) | > loss_duration: 2.240166187286377 (2.341708156797621) | > loss_1: 33.483211517333984 (32.91591771443685)  --> STEP: 19 | > loss_disc: 2.489492177963257 (2.420519803699694) | > loss_disc_real_0: 0.16196849942207336 (0.15398121703612178) | > loss_disc_real_1: 0.24940252304077148 (0.25105386031301397) | > loss_disc_real_2: 0.2742655575275421 (0.22233452059720693) | > loss_disc_real_3: 0.30516183376312256 (0.24889122577090012) | > loss_disc_real_4: 0.3170749843120575 (0.26090043626333537) | > loss_disc_real_5: 0.28077271580696106 (0.23297067849259628) | > loss_0: 2.489492177963257 (2.420519803699694) | > loss_gen: 2.5976154804229736 (2.548776199943141) | > loss_kl: 2.699463367462158 (3.0053435877749792) | > loss_feat: 6.363307952880859 (6.961935796235737) | > loss_mel: 17.591480255126953 (17.988556711297285) | > loss_duration: 2.355736017227173 (2.3424464652412818) | > loss_1: 31.607603073120117 (32.84705904910439)  --> STEP: 20 | > loss_disc: 2.2278151512145996 (2.4108845710754396) | > loss_disc_real_0: 0.1306544840335846 (0.15281488038599492) | > loss_disc_real_1: 0.23027382791042328 (0.2500148586928844) | > loss_disc_real_2: 0.18355078995227814 (0.22039533406496048) | > loss_disc_real_3: 0.24492904543876648 (0.24869311675429345) | > loss_disc_real_4: 0.24310871958732605 (0.2600108504295349) | > loss_disc_real_5: 0.17157121002674103 (0.22990070506930352) | > loss_0: 2.2278151512145996 (2.4108845710754396) | > loss_gen: 2.712186336517334 (2.5569467067718508) | > loss_kl: 2.25771164894104 (2.967961990833282) | > loss_feat: 7.292923927307129 (6.978485202789306) | > loss_mel: 19.002174377441406 (18.039237594604494) | > loss_duration: 2.333348512649536 (2.3419915676116942) | > loss_1: 33.59834671020508 (32.88462343215942)  --> STEP: 21 | > loss_disc: 2.561143636703491 (2.418039764676775) | > loss_disc_real_0: 0.21527962386608124 (0.15578939198028474) | > loss_disc_real_1: 0.28108733892440796 (0.2514945006086713) | > loss_disc_real_2: 0.26284465193748474 (0.2224167301541283) | > loss_disc_real_3: 0.2290267050266266 (0.24775662095773787) | > loss_disc_real_4: 0.2569716274738312 (0.2598661255268824) | > loss_disc_real_5: 0.22769689559936523 (0.22979576176121122) | > loss_0: 2.561143636703491 (2.418039764676775) | > loss_gen: 2.3171229362487793 (2.545526527223133) | > loss_kl: 2.606224775314331 (2.950736409141903) | > loss_feat: 4.720122337341309 (6.8709441139584495) | > loss_mel: 15.685735702514648 (17.92716607593355) | > loss_duration: 2.135415554046631 (2.3321546145847867) | > loss_1: 27.464622497558594 (32.626528149559384)  --> STEP: 22 | > loss_disc: 2.408451795578003 (2.417603947899558) | > loss_disc_real_0: 0.1301984190940857 (0.15462616594000297) | > loss_disc_real_1: 0.2474152147769928 (0.2513090785254132) | > loss_disc_real_2: 0.27219274640083313 (0.22467927634716034) | > loss_disc_real_3: 0.206871896982193 (0.24589822441339493) | > loss_disc_real_4: 0.22428829967975616 (0.25824895162474026) | > loss_disc_real_5: 0.24238449335098267 (0.23036797683347354) | > loss_0: 2.408451795578003 (2.417603947899558) | > loss_gen: 2.5953409671783447 (2.5477908199483696) | > loss_kl: 2.2813360691070557 (2.920309120958501) | > loss_feat: 8.584087371826172 (6.948814262043346) | > loss_mel: 19.735599517822266 (18.009367596019402) | > loss_duration: 2.2010364532470703 (2.3261946981603447) | > loss_1: 35.39739990234375 (32.752476865595035)  --> STEP: 23 | > loss_disc: 2.6196205615997314 (2.4263872789300005) | > loss_disc_real_0: 0.22354425489902496 (0.15762260459039523) | > loss_disc_real_1: 0.20573724806308746 (0.24932769459226858) | > loss_disc_real_2: 0.2235792577266693 (0.22463144945061725) | > loss_disc_real_3: 0.2828085422515869 (0.2475030208411424) | > loss_disc_real_4: 0.28201889991760254 (0.2592824276374734) | > loss_disc_real_5: 0.2651539146900177 (0.23188040891419287) | > loss_0: 2.6196205615997314 (2.4263872789300005) | > loss_gen: 2.1978604793548584 (2.532576457313869) | > loss_kl: 2.528331995010376 (2.903266637221626) | > loss_feat: 3.6538124084472656 (6.805553311886995) | > loss_mel: 16.121368408203125 (17.92728067481) | > loss_duration: 2.259462594985962 (2.3232933023701543) | > loss_1: 26.760835647583008 (32.49197072568147)  --> STEP: 24 | > loss_disc: 2.35544753074646 (2.4234314560890198) | > loss_disc_real_0: 0.201309472322464 (0.1594428907458981) | > loss_disc_real_1: 0.26377177238464355 (0.24992953116695085) | > loss_disc_real_2: 0.2576870620250702 (0.22600876664121947) | > loss_disc_real_3: 0.2766815423965454 (0.24871879257261753) | > loss_disc_real_4: 0.28009510040283203 (0.26014962233603) | > loss_disc_real_5: 0.20765459537506104 (0.23087100001672903) | > loss_0: 2.35544753074646 (2.4234314560890198) | > loss_gen: 2.732433557510376 (2.5409038364887238) | > loss_kl: 2.371774911880493 (2.8811211486657453) | > loss_feat: 6.224167346954346 (6.781328896681468) | > loss_mel: 17.794816970825195 (17.921761353810634) | > loss_duration: 2.39958119392395 (2.326471964518229) | > loss_1: 31.52277374267578 (32.451587518056236)  --> STEP: 25 | > loss_disc: 2.4559104442596436 (2.424730615615845) | > loss_disc_real_0: 0.0906638652086258 (0.1566917297244072) | > loss_disc_real_1: 0.22462594509124756 (0.24891738772392272) | > loss_disc_real_2: 0.21664024889469147 (0.22563402593135834) | > loss_disc_real_3: 0.22598862648010254 (0.24780958592891694) | > loss_disc_real_4: 0.30441588163375854 (0.26192027270793916) | > loss_disc_real_5: 0.25627782940864563 (0.2318872731924057) | > loss_0: 2.4559104442596436 (2.424730615615845) | > loss_gen: 2.3474509716033936 (2.5331657218933104) | > loss_kl: 2.5427284240722656 (2.8675854396820064) | > loss_feat: 7.103116035461426 (6.794200382232666) | > loss_mel: 18.762523651123047 (17.95539184570313) | > loss_duration: 2.315155029296875 (2.326019287109375) | > loss_1: 33.07097244262695 (32.47636291503906)  --> STEP: 26 | > loss_disc: 2.7798550128936768 (2.438389246280377) | > loss_disc_real_0: 0.22672441601753235 (0.1593852945818351) | > loss_disc_real_1: 0.20022830367088318 (0.24704473064495966) | > loss_disc_real_2: 0.25866565108299255 (0.22690447305257505) | > loss_disc_real_3: 0.2712223529815674 (0.24871007696940348) | > loss_disc_real_4: 0.2668522298336029 (0.2621099633666185) | > loss_disc_real_5: 0.20961271226406097 (0.23103055931054628) | > loss_0: 2.7798550128936768 (2.438389246280377) | > loss_gen: 1.8529977798461914 (2.5070054164299598) | > loss_kl: 2.4175307750701904 (2.850275644889244) | > loss_feat: 3.674854278564453 (6.674225532091581) | > loss_mel: 12.27342414855957 (17.736854626582222) | > loss_duration: 2.294891834259033 (2.3248220773843618) | > loss_1: 22.51369857788086 (32.093183517456055) --> EVAL PERFORMANCE | > avg_loader_time: 0.002438664436340332 (-5.1718491774338776e-05) | > avg_loss_disc: 2.438389246280377 (-0.02735763329725982) | > avg_loss_disc_real_0: 0.1593852945818351 (-0.013267510785506309) | > avg_loss_disc_real_1: 0.24704473064495966 (+0.0027949672478895793) | > avg_loss_disc_real_2: 0.22690447305257505 (-0.03197680872220254) | > avg_loss_disc_real_3: 0.24871007696940348 (-0.006900524863829999) | > avg_loss_disc_real_4: 0.2621099633666185 (-0.014748473006945373) | > avg_loss_disc_real_5: 0.23103055931054628 (-0.023794369628796275) | > avg_loss_0: 2.438389246280377 (-0.02735763329725982) | > avg_loss_gen: 2.5070054164299598 (-0.04286644091972924) | > avg_loss_kl: 2.850275644889244 (+0.14410459078275206) | > avg_loss_feat: 6.674225532091581 (+0.23709524594820497) | > avg_loss_mel: 17.736854626582222 (+0.31214519647451766) | > avg_loss_duration: 2.3248220773843618 (-0.008247082050029775) | > avg_loss_1: 32.093183517456055 (+0.6422320145827065)  > EPOCH: 516/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:52:03)   --> TIME: 2024-06-11 13:52:11 -- STEP: 19/330 -- GLOBAL_STEP: 258300 | > loss_disc: 2.2601938247680664 (2.322505323510421) | > loss_disc_real_0: 0.10199499130249023 (0.10067993088772423) | > loss_disc_real_1: 0.20919254422187805 (0.19719786157733515) | > loss_disc_real_2: 0.1620219349861145 (0.2056133425549457) | > loss_disc_real_3: 0.20612148940563202 (0.2279089430445119) | > loss_disc_real_4: 0.2196464091539383 (0.23989034640161613) | > loss_disc_real_5: 0.21352556347846985 (0.2305973266300402) | > loss_0: 2.2601938247680664 (2.322505323510421) | > grad_norm_0: tensor(8.1128, device='cuda:0') (tensor(6.7556, device='cuda:0')) | > loss_gen: 2.4205076694488525 (2.5056712878377816) | > loss_kl: 1.9701777696609497 (1.9167885529367548) | > loss_feat: 7.776144981384277 (7.124750062039024) | > loss_mel: 17.84606170654297 (18.23742023267244) | > loss_duration: 1.9960427284240723 (2.0938316646375155) | > loss_1: 32.008934020996094 (31.878461636995013) | > grad_norm_1: tensor(64.2861, device='cuda:0') (tensor(79.5766, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.3547 (0.3561171983417712) | > loader_time: 0.0039 (0.0031894257194117494)  --> TIME: 2024-06-11 13:52:21 -- STEP: 44/330 -- GLOBAL_STEP: 258325 | > loss_disc: 2.374175786972046 (2.3416358069940046) | > loss_disc_real_0: 0.14302557706832886 (0.10649071532216939) | > loss_disc_real_1: 0.20685967803001404 (0.1996377008882436) | > loss_disc_real_2: 0.22414550185203552 (0.2077866244045171) | > loss_disc_real_3: 0.24040448665618896 (0.22739684954285622) | > loss_disc_real_4: 0.23944948613643646 (0.2342646995728666) | > loss_disc_real_5: 0.22245566546916962 (0.22474414787509225) | > loss_0: 2.374175786972046 (2.3416358069940046) | > grad_norm_0: tensor(6.8355, device='cuda:0') (tensor(7.2146, device='cuda:0')) | > loss_gen: 2.559272050857544 (2.499764171513645) | > loss_kl: 1.9446693658828735 (1.9011145369573073) | > loss_feat: 7.3734588623046875 (7.1152883768081665) | > loss_mel: 18.49056625366211 (18.06872224807739) | > loss_duration: 1.929366946220398 (2.0387116318399254) | > loss_1: 32.297332763671875 (31.623600873080168) | > grad_norm_1: tensor(111.7461, device='cuda:0') (tensor(75.3341, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.3685 (0.36285745013843884) | > loader_time: 0.0038 (0.0034347230737859554)  --> TIME: 2024-06-11 13:52:31 -- STEP: 69/330 -- GLOBAL_STEP: 258350 | > loss_disc: 2.3465185165405273 (2.3496191225190097) | > loss_disc_real_0: 0.12165535986423492 (0.10977990401611812) | > loss_disc_real_1: 0.18731439113616943 (0.19976522913877515) | > loss_disc_real_2: 0.2111600935459137 (0.20858684873235397) | > loss_disc_real_3: 0.23965905606746674 (0.22779509101224982) | > loss_disc_real_4: 0.22060143947601318 (0.23147994301457336) | > loss_disc_real_5: 0.24690063297748566 (0.2246531608743944) | > loss_0: 2.3465185165405273 (2.3496191225190097) | > grad_norm_0: tensor(9.9416, device='cuda:0') (tensor(8.6628, device='cuda:0')) | > loss_gen: 2.4311251640319824 (2.478269238402878) | > loss_kl: 1.8001681566238403 (1.9024300868960395) | > loss_feat: 6.4878010749816895 (7.030554052712261) | > loss_mel: 16.977968215942383 (17.96869637309641) | > loss_duration: 1.9578255414962769 (2.020575262498164) | > loss_1: 29.654888153076172 (31.40052488575811) | > grad_norm_1: tensor(125.4967, device='cuda:0') (tensor(88.1496, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.3849 (0.37266556767449865) | > loader_time: 0.0037 (0.0036196605018947435)  --> TIME: 2024-06-11 13:52:40 -- STEP: 94/330 -- GLOBAL_STEP: 258375 | > loss_disc: 2.3969297409057617 (2.3493188036249046) | > loss_disc_real_0: 0.13603010773658752 (0.11118984995211692) | > loss_disc_real_1: 0.22237569093704224 (0.19890919835009477) | > loss_disc_real_2: 0.225190207362175 (0.20917970195729682) | > loss_disc_real_3: 0.21708743274211884 (0.22819023943961936) | > loss_disc_real_4: 0.2297760397195816 (0.2319593959032221) | > loss_disc_real_5: 0.1931205689907074 (0.223203293186553) | > loss_0: 2.3969297409057617 (2.3493188036249046) | > grad_norm_0: tensor(4.9152, device='cuda:0') (tensor(9.3421, device='cuda:0')) | > loss_gen: 2.4331798553466797 (2.4819233848693525) | > loss_kl: 1.9886200428009033 (1.909066230692762) | > loss_feat: 7.001173496246338 (7.034259643960507) | > loss_mel: 17.65920639038086 (17.899859042877853) | > loss_duration: 2.007817029953003 (2.0153133349215726) | > loss_1: 31.089996337890625 (31.34042153459914) | > grad_norm_1: tensor(126.0946, device='cuda:0') (tensor(99.6910, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.388 (0.37497732233493886) | > loader_time: 0.0042 (0.0037579967620524953)  --> TIME: 2024-06-11 13:52:50 -- STEP: 119/330 -- GLOBAL_STEP: 258400 | > loss_disc: 2.3737967014312744 (2.3526250414487704) | > loss_disc_real_0: 0.09994533658027649 (0.11441931081544451) | > loss_disc_real_1: 0.21753588318824768 (0.1980761382259241) | > loss_disc_real_2: 0.20415979623794556 (0.20976066313871816) | > loss_disc_real_3: 0.2245476394891739 (0.22845086931180553) | > loss_disc_real_4: 0.22564783692359924 (0.23100652276467876) | > loss_disc_real_5: 0.21250417828559875 (0.22312152498409527) | > loss_0: 2.3737967014312744 (2.3526250414487704) | > grad_norm_0: tensor(22.3633, device='cuda:0') (tensor(10.9533, device='cuda:0')) | > loss_gen: 2.4440722465515137 (2.487088177384449) | > loss_kl: 1.944267988204956 (1.9262660711753268) | > loss_feat: 7.981195449829102 (7.074250197210231) | > loss_mel: 18.330062866210938 (17.92356781198198) | > loss_duration: 2.002095937728882 (2.0154122975694024) | > loss_1: 32.70169448852539 (31.42658443611209) | > grad_norm_1: tensor(185.0345, device='cuda:0') (tensor(113.7175, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.3712 (0.37455970900399344) | > loader_time: 0.004 (0.003798599002741966)  --> TIME: 2024-06-11 13:53:00 -- STEP: 144/330 -- GLOBAL_STEP: 258425 | > loss_disc: 2.3971517086029053 (2.3601195895009575) | > loss_disc_real_0: 0.08337104320526123 (0.11493773114246626) | > loss_disc_real_1: 0.19594129920005798 (0.19860393647104504) | > loss_disc_real_2: 0.21851706504821777 (0.21046387921604845) | > loss_disc_real_3: 0.22765511274337769 (0.22910465786440504) | > loss_disc_real_4: 0.21458657085895538 (0.23112081757022274) | > loss_disc_real_5: 0.2085605263710022 (0.22362805530428886) | > loss_0: 2.3971517086029053 (2.3601195895009575) | > grad_norm_0: tensor(31.5534, device='cuda:0') (tensor(13.3792, device='cuda:0')) | > loss_gen: 2.4272780418395996 (2.4803957972261643) | > loss_kl: 1.9611624479293823 (1.928900044825342) | > loss_feat: 7.633062839508057 (7.053119762076273) | > loss_mel: 18.088621139526367 (17.920574333932674) | > loss_duration: 2.014451265335083 (2.0200518170992527) | > loss_1: 32.124576568603516 (31.403041693899368) | > grad_norm_1: tensor(374.7497, device='cuda:0') (tensor(142.0293, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.3848 (0.3747754262553321) | > loader_time: 0.0045 (0.0038672122690412733)  --> TIME: 2024-06-11 13:53:09 -- STEP: 169/330 -- GLOBAL_STEP: 258450 | > loss_disc: 2.295213222503662 (2.3596578081684005) | > loss_disc_real_0: 0.12779627740383148 (0.11568373695192252) | > loss_disc_real_1: 0.20008765161037445 (0.19803716171775343) | > loss_disc_real_2: 0.23230519890785217 (0.21149579695695955) | > loss_disc_real_3: 0.24056470394134521 (0.22870988694168407) | > loss_disc_real_4: 0.21554741263389587 (0.2316860496645143) | > loss_disc_real_5: 0.19629807770252228 (0.22326463672536365) | > loss_0: 2.295213222503662 (2.3596578081684005) | > grad_norm_0: tensor(17.9230, device='cuda:0') (tensor(14.9752, device='cuda:0')) | > loss_gen: 2.4533019065856934 (2.486876981498221) | > loss_kl: 1.867519736289978 (1.9346890513008164) | > loss_feat: 7.357210636138916 (7.053418737896801) | > loss_mel: 17.761018753051758 (17.869198680629403) | > loss_duration: 2.0513343811035156 (2.0241624391995945) | > loss_1: 31.490385055541992 (31.368345870068794) | > grad_norm_1: tensor(270.3778, device='cuda:0') (tensor(163.2146, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.3861 (0.37515885449020114) | > loader_time: 0.0044 (0.003943444709100667)  --> TIME: 2024-06-11 13:53:19 -- STEP: 194/330 -- GLOBAL_STEP: 258475 | > loss_disc: 2.3949694633483887 (2.359202322271682) | > loss_disc_real_0: 0.09202608466148376 (0.11636313870933253) | > loss_disc_real_1: 0.2267785370349884 (0.19904456948189392) | > loss_disc_real_2: 0.25148874521255493 (0.2120005190372467) | > loss_disc_real_3: 0.22144092619419098 (0.2282874127177848) | > loss_disc_real_4: 0.23826691508293152 (0.23009927570819855) | > loss_disc_real_5: 0.18959757685661316 (0.22200829312973416) | > loss_0: 2.3949694633483887 (2.359202322271682) | > grad_norm_0: tensor(12.2290, device='cuda:0') (tensor(18.1200, device='cuda:0')) | > loss_gen: 2.593562126159668 (2.493456846659946) | > loss_kl: 2.122062921524048 (1.9365883862849362) | > loss_feat: 6.645101070404053 (7.068535313163836) | > loss_mel: 17.895362854003906 (17.865565132849003) | > loss_duration: 2.039658546447754 (2.0314422741378704) | > loss_1: 31.295745849609375 (31.395587921142578) | > grad_norm_1: tensor(381.9919, device='cuda:0') (tensor(188.7273, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.4133 (0.3774639798193863) | > loader_time: 0.005 (0.004051600534891344)  --> TIME: 2024-06-11 13:53:30 -- STEP: 219/330 -- GLOBAL_STEP: 258500 | > loss_disc: 2.334805488586426 (2.3600353356365753) | > loss_disc_real_0: 0.07715794444084167 (0.11740784712782189) | > loss_disc_real_1: 0.17911186814308167 (0.19905867587485815) | > loss_disc_real_2: 0.22007082402706146 (0.21158491687415398) | > loss_disc_real_3: 0.2331288754940033 (0.22863228448994083) | > loss_disc_real_4: 0.20112840831279755 (0.2301420874247268) | > loss_disc_real_5: 0.204088032245636 (0.22171247032679378) | > loss_0: 2.334805488586426 (2.3600353356365753) | > grad_norm_0: tensor(31.1272, device='cuda:0') (tensor(20.0329, device='cuda:0')) | > loss_gen: 2.5075836181640625 (2.4957731553952986) | > loss_kl: 1.9945884943008423 (1.93746232496549) | > loss_feat: 6.893942832946777 (7.0697254045913205) | > loss_mel: 17.574443817138672 (17.81276155933398) | > loss_duration: 2.096850872039795 (2.038880757000892) | > loss_1: 31.06740951538086 (31.354603127257466) | > grad_norm_1: tensor(502.6800, device='cuda:0') (tensor(205.7538, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.4162 (0.38031773697840027) | > loader_time: 0.0048 (0.004168422254797528) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_258500.pth  --> TIME: 2024-06-11 13:53:46 -- STEP: 244/330 -- GLOBAL_STEP: 258525 | > loss_disc: 2.4267966747283936 (2.3592608551510055) | > loss_disc_real_0: 0.1550431251525879 (0.11807374202753187) | > loss_disc_real_1: 0.22582709789276123 (0.1989331026790572) | > loss_disc_real_2: 0.2071506381034851 (0.21170851600463272) | > loss_disc_real_3: 0.22727175056934357 (0.22834199599799562) | > loss_disc_real_4: 0.2365468442440033 (0.23036823800352754) | > loss_disc_real_5: 0.2654801309108734 (0.22140793813789478) | > loss_0: 2.4267966747283936 (2.3592608551510055) | > grad_norm_0: tensor(31.1746, device='cuda:0') (tensor(21.3814, device='cuda:0')) | > loss_gen: 2.2940659523010254 (2.4967953005775074) | > loss_kl: 1.9286017417907715 (1.9424217191875959) | > loss_feat: 5.917972564697266 (7.0656291226871675) | > loss_mel: 16.235797882080078 (17.753898589337464) | > loss_duration: 2.056521415710449 (2.0468028241493657) | > loss_1: 28.432960510253906 (31.305547487540323) | > grad_norm_1: tensor(272.8268, device='cuda:0') (tensor(217.8773, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.4443 (0.3850279040023929) | > loader_time: 0.0052 (0.004299917181984321)  --> TIME: 2024-06-11 13:53:57 -- STEP: 269/330 -- GLOBAL_STEP: 258550 | > loss_disc: 2.4130592346191406 (2.359183804253221) | > loss_disc_real_0: 0.13321974873542786 (0.11879772630599794) | > loss_disc_real_1: 0.25717172026634216 (0.19900989571246958) | > loss_disc_real_2: 0.24317453801631927 (0.21165051314024233) | > loss_disc_real_3: 0.22059813141822815 (0.22859375245287517) | > loss_disc_real_4: 0.23403409123420715 (0.23038089557872832) | > loss_disc_real_5: 0.24654464423656464 (0.22118685746281563) | > loss_0: 2.4130592346191406 (2.359183804253221) | > grad_norm_0: tensor(44.6680, device='cuda:0') (tensor(21.8357, device='cuda:0')) | > loss_gen: 2.5094332695007324 (2.4978334673275286) | > loss_kl: 2.081679105758667 (1.9489999526495383) | > loss_feat: 7.063222885131836 (7.0900326785544925) | > loss_mel: 17.62611198425293 (17.727176474815852) | > loss_duration: 2.1486382484436035 (2.0545535508584796) | > loss_1: 31.429086685180664 (31.318596049312323) | > grad_norm_1: tensor(439.5313, device='cuda:0') (tensor(226.7351, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.4392 (0.3897327942475953) | > loader_time: 0.0056 (0.004441730151832323)  --> TIME: 2024-06-11 13:54:08 -- STEP: 294/330 -- GLOBAL_STEP: 258575 | > loss_disc: 2.366366386413574 (2.362269769720481) | > loss_disc_real_0: 0.13009770214557648 (0.1191178426070481) | > loss_disc_real_1: 0.18533867597579956 (0.19931033861880398) | > loss_disc_real_2: 0.21446740627288818 (0.21196067378837236) | > loss_disc_real_3: 0.24075551331043243 (0.22905597303594863) | > loss_disc_real_4: 0.24392345547676086 (0.23038317481068527) | > loss_disc_real_5: 0.26488518714904785 (0.22145668761868056) | > loss_0: 2.366366386413574 (2.362269769720481) | > grad_norm_0: tensor(39.9627, device='cuda:0') (tensor(23.7448, device='cuda:0')) | > loss_gen: 2.5398497581481934 (2.4952275817897043) | > loss_kl: 2.0961666107177734 (1.9544231271257206) | > loss_feat: 7.689931869506836 (7.0934081726333735) | > loss_mel: 17.966705322265625 (17.69451321387778) | > loss_duration: 2.218104362487793 (2.064408261354277) | > loss_1: 32.51075744628906 (31.3019802910941) | > grad_norm_1: tensor(116.3798, device='cuda:0') (tensor(243.5329, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.4563 (0.3953370147821855) | > loader_time: 0.0073 (0.0046156044719981495)  --> TIME: 2024-06-11 13:54:22 -- STEP: 319/330 -- GLOBAL_STEP: 258600 | > loss_disc: 2.471674919128418 (2.364124091067658) | > loss_disc_real_0: 0.1655714213848114 (0.12030147262454781) | > loss_disc_real_1: 0.1891496330499649 (0.19961457416929043) | > loss_disc_real_2: 0.2210136502981186 (0.21241054195782233) | > loss_disc_real_3: 0.2187313735485077 (0.2288194773339179) | > loss_disc_real_4: 0.20442934334278107 (0.23015297612986968) | > loss_disc_real_5: 0.19692297279834747 (0.2215468212261469) | > loss_0: 2.471674919128418 (2.364124091067658) | > grad_norm_0: tensor(66.9645, device='cuda:0') (tensor(25.8661, device='cuda:0')) | > loss_gen: 2.2100439071655273 (2.4972473805227238) | > loss_kl: 2.049964666366577 (1.9577188730987263) | > loss_feat: 7.628770351409912 (7.128716766273715) | > loss_mel: 17.284576416015625 (17.662727909028355) | > loss_duration: 2.2710089683532715 (2.078217473149672) | > loss_1: 31.444364547729492 (31.32462836358241) | > grad_norm_1: tensor(175.8737, device='cuda:0') (tensor(256.5460, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.5627 (0.40571920400876627) | > loader_time: 0.0076 (0.0048262161147258125)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5551717281341553 (2.5551717281341553) | > loss_disc_real_0: 0.06494871526956558 (0.06494871526956558) | > loss_disc_real_1: 0.1906706988811493 (0.1906706988811493) | > loss_disc_real_2: 0.22648786008358002 (0.22648786008358002) | > loss_disc_real_3: 0.2960594892501831 (0.2960594892501831) | > loss_disc_real_4: 0.27143368124961853 (0.27143368124961853) | > loss_disc_real_5: 0.22886545956134796 (0.22886545956134796) | > loss_0: 2.5551717281341553 (2.5551717281341553) | > loss_gen: 2.079289197921753 (2.079289197921753) | > loss_kl: 2.2203807830810547 (2.2203807830810547) | > loss_feat: 5.492750644683838 (5.492750644683838) | > loss_mel: 14.511469841003418 (14.511469841003418) | > loss_duration: 2.9349498748779297 (2.9349498748779297) | > loss_1: 27.238840103149414 (27.238840103149414)  --> STEP: 1 | > loss_disc: 2.17681884765625 (2.17681884765625) | > loss_disc_real_0: 0.05415680631995201 (0.05415680631995201) | > loss_disc_real_1: 0.15324820578098297 (0.15324820578098297) | > loss_disc_real_2: 0.14600926637649536 (0.14600926637649536) | > loss_disc_real_3: 0.25219041109085083 (0.25219041109085083) | > loss_disc_real_4: 0.2591370940208435 (0.2591370940208435) | > loss_disc_real_5: 0.28776976466178894 (0.28776976466178894) | > loss_0: 2.17681884765625 (2.17681884765625) | > loss_gen: 2.3870320320129395 (2.3870320320129395) | > loss_kl: 2.319063425064087 (2.319063425064087) | > loss_feat: 6.624042987823486 (6.624042987823486) | > loss_mel: 18.848691940307617 (18.848691940307617) | > loss_duration: 2.470917224884033 (2.470917224884033) | > loss_1: 32.64974594116211 (32.64974594116211)  --> STEP: 2 | > loss_disc: 2.2992823123931885 (2.2380505800247192) | > loss_disc_real_0: 0.07072416692972183 (0.06244048662483692) | > loss_disc_real_1: 0.18782061338424683 (0.1705344095826149) | > loss_disc_real_2: 0.18690314888954163 (0.1664562076330185) | > loss_disc_real_3: 0.25405004620552063 (0.25312022864818573) | > loss_disc_real_4: 0.26902249455451965 (0.2640797942876816) | > loss_disc_real_5: 0.2471001297235489 (0.2674349471926689) | > loss_0: 2.2992823123931885 (2.2380505800247192) | > loss_gen: 2.2688443660736084 (2.327938199043274) | > loss_kl: 2.2798361778259277 (2.2994498014450073) | > loss_feat: 5.855055332183838 (6.239549160003662) | > loss_mel: 17.702892303466797 (18.275792121887207) | > loss_duration: 2.4591710567474365 (2.465044140815735) | > loss_1: 30.565799713134766 (31.607772827148438)  --> STEP: 3 | > loss_disc: 2.248269557952881 (2.241456906000773) | > loss_disc_real_0: 0.12068406492471695 (0.08185501272479694) | > loss_disc_real_1: 0.15610401332378387 (0.1657242774963379) | > loss_disc_real_2: 0.12890154123306274 (0.15393798549969992) | > loss_disc_real_3: 0.2294904589653015 (0.245243638753891) | > loss_disc_real_4: 0.25659459829330444 (0.26158472895622253) | > loss_disc_real_5: 0.22534725069999695 (0.25340571502844494) | > loss_0: 2.248269557952881 (2.241456906000773) | > loss_gen: 2.200096607208252 (2.2853243350982666) | > loss_kl: 3.1082561016082764 (2.56905190149943) | > loss_feat: 5.406796455383301 (5.961964925130208) | > loss_mel: 15.79183292388916 (17.447805722554524) | > loss_duration: 2.293787956237793 (2.407958745956421) | > loss_1: 28.800769805908203 (30.67210515340169)  --> STEP: 4 | > loss_disc: 2.365337371826172 (2.272427022457123) | > loss_disc_real_0: 0.0863695740699768 (0.0829836530610919) | > loss_disc_real_1: 0.1818893551826477 (0.16976554691791534) | > loss_disc_real_2: 0.24990659952163696 (0.17793013900518417) | > loss_disc_real_3: 0.25301170349121094 (0.24718565493822098) | > loss_disc_real_4: 0.25324946641921997 (0.2595009133219719) | > loss_disc_real_5: 0.19727958738803864 (0.23937418311834335) | > loss_0: 2.365337371826172 (2.272427022457123) | > loss_gen: 2.3704440593719482 (2.306604266166687) | > loss_kl: 3.4119057655334473 (2.7797653675079346) | > loss_feat: 7.448898792266846 (6.333698391914368) | > loss_mel: 18.070085525512695 (17.603375673294067) | > loss_duration: 2.411356210708618 (2.40880811214447) | > loss_1: 33.71268844604492 (31.4322509765625)  --> STEP: 5 | > loss_disc: 2.2823071479797363 (2.2744030475616457) | > loss_disc_real_0: 0.1755627542734146 (0.10149947330355644) | > loss_disc_real_1: 0.19483105838298798 (0.17477864921092987) | > loss_disc_real_2: 0.189299538731575 (0.18020401895046234) | > loss_disc_real_3: 0.2551359236240387 (0.2487757086753845) | > loss_disc_real_4: 0.26801201701164246 (0.26120313405990603) | > loss_disc_real_5: 0.23891989886760712 (0.2392833262681961) | > loss_0: 2.2823071479797363 (2.2744030475616457) | > loss_gen: 2.599430561065674 (2.3651695251464844) | > loss_kl: 2.735934019088745 (2.7709990978240966) | > loss_feat: 5.607394695281982 (6.188437652587891) | > loss_mel: 19.595369338989258 (18.001774406433107) | > loss_duration: 2.313328504562378 (2.389712190628052) | > loss_1: 32.85145568847656 (31.716091918945313)  --> STEP: 6 | > loss_disc: 2.383174180984497 (2.2925315697987876) | > loss_disc_real_0: 0.19917726516723633 (0.11777910528083642) | > loss_disc_real_1: 0.1581423133611679 (0.17200592656930289) | > loss_disc_real_2: 0.20182745158672333 (0.18380792438983917) | > loss_disc_real_3: 0.23632711172103882 (0.2467009425163269) | > loss_disc_real_4: 0.2403562068939209 (0.2577286461989085) | > loss_disc_real_5: 0.16776683926582336 (0.22736391176780066) | > loss_0: 2.383174180984497 (2.2925315697987876) | > loss_gen: 2.2698097229003906 (2.3492762247721353) | > loss_kl: 2.7315735816955566 (2.76442817846934) | > loss_feat: 5.886871337890625 (6.138176600138347) | > loss_mel: 18.17569923400879 (18.03076187769572) | > loss_duration: 2.1903655529022217 (2.35648775100708) | > loss_1: 31.254318237304688 (31.639129638671875)  --> STEP: 7 | > loss_disc: 2.221137523651123 (2.282332420349121) | > loss_disc_real_0: 0.04603661224246025 (0.10753017770392555) | > loss_disc_real_1: 0.21020422875881195 (0.1774628268820899) | > loss_disc_real_2: 0.2719111740589142 (0.19639410291399276) | > loss_disc_real_3: 0.2505544424057007 (0.24725144250052317) | > loss_disc_real_4: 0.21249057352542877 (0.25126606438841137) | > loss_disc_real_5: 0.22016872465610504 (0.22633602789470128) | > loss_0: 2.221137523651123 (2.282332420349121) | > loss_gen: 2.446488380432129 (2.3631636755807057) | > loss_kl: 3.6958367824554443 (2.897486550467355) | > loss_feat: 7.259911060333252 (6.29842438016619) | > loss_mel: 19.163040161132812 (18.192515918186732) | > loss_duration: 2.556415319442749 (2.3850488322121755) | > loss_1: 35.1216926574707 (32.13663864135742)  --> STEP: 8 | > loss_disc: 1.9207048416137695 (2.237128973007202) | > loss_disc_real_0: 0.07851439714431763 (0.10390320513397455) | > loss_disc_real_1: 0.1592792123556137 (0.17518987506628036) | > loss_disc_real_2: 0.19160552322864532 (0.19579553045332432) | > loss_disc_real_3: 0.1782151758670807 (0.23862190917134285) | > loss_disc_real_4: 0.23097190260887146 (0.2487292941659689) | > loss_disc_real_5: 0.2883063554763794 (0.23408231884241104) | > loss_0: 1.9207048416137695 (2.237128973007202) | > loss_gen: 3.01898455619812 (2.4451412856578827) | > loss_kl: 2.7550108432769775 (2.8796770870685577) | > loss_feat: 11.513473510742188 (6.95030552148819) | > loss_mel: 20.10044288635254 (18.43100678920746) | > loss_duration: 2.255542755126953 (2.368860572576523) | > loss_1: 39.643455505371094 (33.07499074935913)  --> STEP: 9 | > loss_disc: 2.6350526809692383 (2.281342718336317) | > loss_disc_real_0: 0.11612524092197418 (0.10526120911041896) | > loss_disc_real_1: 0.18794740736484528 (0.1766073786550098) | > loss_disc_real_2: 0.22644558548927307 (0.1992010921239853) | > loss_disc_real_3: 0.24111834168434143 (0.23889929056167603) | > loss_disc_real_4: 0.29547247290611267 (0.2539229806926515) | > loss_disc_real_5: 0.2524789869785309 (0.2361263930797577) | > loss_0: 2.6350526809692383 (2.281342718336317) | > loss_gen: 2.2762961387634277 (2.426380713780721) | > loss_kl: 3.0661520957946777 (2.900396532482571) | > loss_feat: 9.990449905395508 (7.2880993419223365) | > loss_mel: 20.470596313476562 (18.65762784745958) | > loss_duration: 2.157305955886841 (2.345354504055447) | > loss_1: 37.96080017089844 (33.617858462863495)  --> STEP: 10 | > loss_disc: 2.5447707176208496 (2.3076855182647704) | > loss_disc_real_0: 0.1704275906085968 (0.11177784726023673) | > loss_disc_real_1: 0.2448056936264038 (0.1834272101521492) | > loss_disc_real_2: 0.20016492903232574 (0.19929747581481932) | > loss_disc_real_3: 0.22853681445121765 (0.23786304295063018) | > loss_disc_real_4: 0.23573939502239227 (0.2521046221256256) | > loss_disc_real_5: 0.245075985789299 (0.2370213523507118) | > loss_0: 2.5447707176208496 (2.3076855182647704) | > loss_gen: 2.1399929523468018 (2.397741937637329) | > loss_kl: 2.4222307205200195 (2.852579951286316) | > loss_feat: 5.426170349121094 (7.101906442642212) | > loss_mel: 16.90024757385254 (18.48188982009888) | > loss_duration: 2.3996243476867676 (2.350781488418579) | > loss_1: 29.288267135620117 (33.18489933013916)  --> STEP: 11 | > loss_disc: 2.106198787689209 (2.2893685427579014) | > loss_disc_real_0: 0.08705571293830872 (0.10953038050369783) | > loss_disc_real_1: 0.1474885195493698 (0.18016005646098743) | > loss_disc_real_2: 0.10274399071931839 (0.1905198862606829) | > loss_disc_real_3: 0.17587876319885254 (0.2322281084277413) | > loss_disc_real_4: 0.23011936247348785 (0.25010596215724945) | > loss_disc_real_5: 0.22368180751800537 (0.2358086664568294) | > loss_0: 2.106198787689209 (2.2893685427579014) | > loss_gen: 2.3055295944213867 (2.3893589973449707) | > loss_kl: 3.16217041015625 (2.88072453845631) | > loss_feat: 7.57826566696167 (7.145211826671254) | > loss_mel: 18.395139694213867 (18.474003445018422) | > loss_duration: 2.4978718757629395 (2.364153341813521) | > loss_1: 33.9389762878418 (33.2534517808394)  --> STEP: 12 | > loss_disc: 2.4525833129882812 (2.302969773610433) | > loss_disc_real_0: 0.07076035439968109 (0.10629954499502976) | > loss_disc_real_1: 0.16902437806129456 (0.17923208326101303) | > loss_disc_real_2: 0.19938495755195618 (0.19125864220162234) | > loss_disc_real_3: 0.2378963977098465 (0.23270046586791673) | > loss_disc_real_4: 0.28986406326293945 (0.2534191372493903) | > loss_disc_real_5: 0.2529139220714569 (0.23723410442471504) | > loss_0: 2.4525833129882812 (2.302969773610433) | > loss_gen: 2.056276321411133 (2.3616021076838174) | > loss_kl: 2.8019778728485107 (2.8741623163223267) | > loss_feat: 5.11491584777832 (6.976020495096843) | > loss_mel: 17.073230743408203 (18.357272386550903) | > loss_duration: 2.282059907913208 (2.3573122223218284) | > loss_1: 29.328460693359375 (32.926369190216064)  --> STEP: 13 | > loss_disc: 2.3807926177978516 (2.3089561462402344) | > loss_disc_real_0: 0.1253148317337036 (0.10776225935954314) | > loss_disc_real_1: 0.21310417354106903 (0.18183762866717118) | > loss_disc_real_2: 0.20810119807720184 (0.19255422342282075) | > loss_disc_real_3: 0.24376459419727325 (0.23355155266248262) | > loss_disc_real_4: 0.23019319772720337 (0.25163252651691437) | > loss_disc_real_5: 0.19368760287761688 (0.23388437353647673) | > loss_0: 2.3807926177978516 (2.3089561462402344) | > loss_gen: 2.3512723445892334 (2.3608075105226956) | > loss_kl: 2.5089969635009766 (2.8460726737976074) | > loss_feat: 6.382564067840576 (6.930370000692514) | > loss_mel: 15.103489875793457 (18.106981424184944) | > loss_duration: 2.233821392059326 (2.347812927686251) | > loss_1: 28.58014678955078 (32.59204439016489)  --> STEP: 14 | > loss_disc: 2.3938894271850586 (2.315022809164865) | > loss_disc_real_0: 0.1555834412574768 (0.1111780580665384) | > loss_disc_real_1: 0.1587984412908554 (0.18019197242600576) | > loss_disc_real_2: 0.19323234260082245 (0.19260266050696373) | > loss_disc_real_3: 0.23672951757907867 (0.2337785501565252) | > loss_disc_real_4: 0.24116480350494385 (0.2508848320160593) | > loss_disc_real_5: 0.24860239028930664 (0.23493566044739314) | > loss_0: 2.3938894271850586 (2.315022809164865) | > loss_gen: 2.1959149837493896 (2.349029472896031) | > loss_kl: 3.330345869064331 (2.8806636163166592) | > loss_feat: 5.7525763511657715 (6.846241882869175) | > loss_mel: 18.18518829345703 (18.11256762913295) | > loss_duration: 2.3543379306793213 (2.3482789993286133) | > loss_1: 31.818363189697266 (32.53678144727434)  --> STEP: 15 | > loss_disc: 2.4690053462982178 (2.3252883116404215) | > loss_disc_real_0: 0.13307997584342957 (0.11263818591833115) | > loss_disc_real_1: 0.26550185680389404 (0.18587929805119832) | > loss_disc_real_2: 0.3248567283153534 (0.20141959836085638) | > loss_disc_real_3: 0.24988575279712677 (0.23485236366589865) | > loss_disc_real_4: 0.25227755308151245 (0.25097768008708954) | > loss_disc_real_5: 0.27870887517929077 (0.237853874762853) | > loss_0: 2.4690053462982178 (2.3252883116404215) | > loss_gen: 2.672478199005127 (2.370592721303304) | > loss_kl: 3.659541368484497 (2.932588799794515) | > loss_feat: 8.659016609191895 (6.96709353129069) | > loss_mel: 17.347110748291016 (18.061537170410155) | > loss_duration: 2.373340606689453 (2.349949773152669) | > loss_1: 34.71148681640625 (32.681761805216475)  --> STEP: 16 | > loss_disc: 2.2997727394104004 (2.3236935883760452) | > loss_disc_real_0: 0.09895772486925125 (0.11178315710276365) | > loss_disc_real_1: 0.31246787309646606 (0.19379108399152756) | > loss_disc_real_2: 0.14604954421520233 (0.197958969976753) | > loss_disc_real_3: 0.26662036776542664 (0.23683786392211914) | > loss_disc_real_4: 0.21091026067733765 (0.24847346637398005) | > loss_disc_real_5: 0.20159581303596497 (0.23558774590492249) | > loss_0: 2.2997727394104004 (2.3236935883760452) | > loss_gen: 2.694161891937256 (2.390815794467926) | > loss_kl: 3.0031237602233887 (2.9369972348213196) | > loss_feat: 7.880856990814209 (7.02420374751091) | > loss_mel: 16.556011199951172 (17.96744179725647) | > loss_duration: 2.37738037109375 (2.351664185523987) | > loss_1: 32.51153564453125 (32.671122670173645)  --> STEP: 17 | > loss_disc: 2.235808849334717 (2.3185238978442024) | > loss_disc_real_0: 0.10451079905033112 (0.1113553713349735) | > loss_disc_real_1: 0.18899594247341156 (0.19350901684340308) | > loss_disc_real_2: 0.2333769053220749 (0.20004237793824253) | > loss_disc_real_3: 0.23809775710105896 (0.2369119752855862) | > loss_disc_real_4: 0.2227935940027237 (0.2469628856462591) | > loss_disc_real_5: 0.28063610196113586 (0.2382376492023468) | > loss_0: 2.235808849334717 (2.3185238978442024) | > loss_gen: 2.502528667449951 (2.397387139937457) | > loss_kl: 2.2035257816314697 (2.8938518552219166) | > loss_feat: 6.884523391723633 (7.015987255994012) | > loss_mel: 17.288082122802734 (17.927479463465072) | > loss_duration: 2.4759812355041504 (2.3589769531698788) | > loss_1: 31.35464096069336 (32.59368256961598)  --> STEP: 18 | > loss_disc: 2.22700572013855 (2.313439554638333) | > loss_disc_real_0: 0.05071582272648811 (0.10798650752339098) | > loss_disc_real_1: 0.1497625857591629 (0.1910786595609453) | > loss_disc_real_2: 0.1861012876033783 (0.19926787291963896) | > loss_disc_real_3: 0.24562649428844452 (0.23739611523018944) | > loss_disc_real_4: 0.33869877457618713 (0.25205932392014396) | > loss_disc_real_5: 0.2702055871486664 (0.24001364575492012) | > loss_0: 2.22700572013855 (2.313439554638333) | > loss_gen: 2.5880794525146484 (2.4079811573028564) | > loss_kl: 3.3500263690948486 (2.919194883770413) | > loss_feat: 8.7738037109375 (7.113643725713094) | > loss_mel: 19.58401870727539 (18.019509421454536) | > loss_duration: 2.2498245239257812 (2.3529129293229847) | > loss_1: 36.545753479003906 (32.81324206458198)  --> STEP: 19 | > loss_disc: 2.1904137134552 (2.3069645103655363) | > loss_disc_real_0: 0.13564592599868774 (0.10944226639051187) | > loss_disc_real_1: 0.17176201939582825 (0.19006199428909704) | > loss_disc_real_2: 0.21190689504146576 (0.1999330846102614) | > loss_disc_real_3: 0.23798462748527527 (0.23742708955940448) | > loss_disc_real_4: 0.27017855644226074 (0.25301296773709747) | > loss_disc_real_5: 0.20043082535266876 (0.23793033941795952) | > loss_0: 2.1904137134552 (2.3069645103655363) | > loss_gen: 2.439810276031494 (2.409656374078048) | > loss_kl: 2.4739370346069336 (2.89576026013023) | > loss_feat: 6.626926898956299 (7.0880270506206315) | > loss_mel: 17.2080078125 (17.976798810456927) | > loss_duration: 2.3627796173095703 (2.3534322286906995) | > loss_1: 31.111461639404297 (32.72367467378315)  --> STEP: 20 | > loss_disc: 2.0118091106414795 (2.2922067403793336) | > loss_disc_real_0: 0.10599593818187714 (0.10926994998008013) | > loss_disc_real_1: 0.07291755080223083 (0.18420477211475372) | > loss_disc_real_2: 0.18008087575435638 (0.19894047416746616) | > loss_disc_real_3: 0.236263245344162 (0.23736889734864236) | > loss_disc_real_4: 0.17599204182624817 (0.24916192144155502) | > loss_disc_real_5: 0.19052843749523163 (0.23556024432182313) | > loss_0: 2.0118091106414795 (2.2922067403793336) | > loss_gen: 2.472166061401367 (2.4127818584442142) | > loss_kl: 1.8374675512313843 (2.8428456246852876) | > loss_feat: 8.875553131103516 (7.177403354644776) | > loss_mel: 19.20001792907715 (18.03795976638794) | > loss_duration: 2.327038049697876 (2.352112519741058) | > loss_1: 34.712242126464844 (32.82310304641724)  --> STEP: 21 | > loss_disc: 2.5127217769622803 (2.302707456407093) | > loss_disc_real_0: 0.08565647155046463 (0.10814549862628892) | > loss_disc_real_1: 0.19039957225322723 (0.18449976259753817) | > loss_disc_real_2: 0.16330917179584503 (0.19724374548310325) | > loss_disc_real_3: 0.24818095564842224 (0.2378837572676795) | > loss_disc_real_4: 0.35161176323890686 (0.254040485336667) | > loss_disc_real_5: 0.38126495480537415 (0.2424985638686589) | > loss_0: 2.5127217769622803 (2.302707456407093) | > loss_gen: 2.4123294353485107 (2.412760314487276) | > loss_kl: 3.2413978576660156 (2.8618243024462746) | > loss_feat: 4.963312149047852 (7.0719704400925405) | > loss_mel: 16.064558029174805 (17.943988255092076) | > loss_duration: 2.139997720718384 (2.342011815025693) | > loss_1: 28.82159423828125 (32.63255500793457)  --> STEP: 22 | > loss_disc: 2.5225107669830322 (2.3126985159787266) | > loss_disc_real_0: 0.13102403283119202 (0.10918543199923905) | > loss_disc_real_1: 0.214730367064476 (0.185873880982399) | > loss_disc_real_2: 0.19534844160079956 (0.1971575953066349) | > loss_disc_real_3: 0.28546881675720215 (0.24004671451720325) | > loss_disc_real_4: 0.29480722546577454 (0.25589351897889917) | > loss_disc_real_5: 0.26227515935897827 (0.24339750002730975) | > loss_0: 2.5225107669830322 (2.3126985159787266) | > loss_gen: 2.2754404544830322 (2.406518502668901) | > loss_kl: 2.396267890930176 (2.840662647377361) | > loss_feat: 7.663127422332764 (7.098841212012551) | > loss_mel: 18.933612823486328 (17.988971190019086) | > loss_duration: 2.204531192779541 (2.335762695832686) | > loss_1: 33.47298049926758 (32.67075616663153)  --> STEP: 23 | > loss_disc: 2.601999521255493 (2.325276820555977) | > loss_disc_real_0: 0.19000548124313354 (0.11269934718375621) | > loss_disc_real_1: 0.2454688847064972 (0.18846496810083804) | > loss_disc_real_2: 0.19269143044948578 (0.19696341422588928) | > loss_disc_real_3: 0.2946872413158417 (0.2424223895954049) | > loss_disc_real_4: 0.28937578201293945 (0.25734926954559656) | > loss_disc_real_5: 0.2755475342273712 (0.2447953276012255) | > loss_0: 2.601999521255493 (2.325276820555977) | > loss_gen: 2.2609615325927734 (2.4001899387525474) | > loss_kl: 2.3402223587036133 (2.818904373956763) | > loss_feat: 5.111539363861084 (7.012436783832053) | > loss_mel: 17.497661590576172 (17.967609903086785) | > loss_duration: 2.273597478866577 (2.3330598603124204) | > loss_1: 29.48398208618164 (32.53220077182936)  --> STEP: 24 | > loss_disc: 2.1926426887512207 (2.3197503983974457) | > loss_disc_real_0: 0.0918976217508316 (0.11183260862405102) | > loss_disc_real_1: 0.1853511482477188 (0.18833522560695806) | > loss_disc_real_2: 0.18867480754852295 (0.19661805561433235) | > loss_disc_real_3: 0.24388109147548676 (0.24248316884040833) | > loss_disc_real_4: 0.20755122601985931 (0.2552743510653575) | > loss_disc_real_5: 0.2674958109855652 (0.24574118107557297) | > loss_0: 2.1926426887512207 (2.3197503983974457) | > loss_gen: 2.4496190547943115 (2.4022494852542873) | > loss_kl: 2.4005825519561768 (2.801474298040072) | > loss_feat: 7.47083044052124 (7.031536519527435) | > loss_mel: 17.797401428222656 (17.960517883300778) | > loss_duration: 2.378343343734741 (2.3349466721216836) | > loss_1: 32.49677658081055 (32.530724763870246)  --> STEP: 25 | > loss_disc: 2.489654064178467 (2.3265465450286866) | > loss_disc_real_0: 0.15058177709579468 (0.11338257536292076) | > loss_disc_real_1: 0.16766376793384552 (0.18750836730003356) | > loss_disc_real_2: 0.22850197553634644 (0.19789341241121292) | > loss_disc_real_3: 0.257228285074234 (0.24307297348976134) | > loss_disc_real_4: 0.2540058493614197 (0.25522361099720003) | > loss_disc_real_5: 0.23986531794071198 (0.24550614655017852) | > loss_0: 2.489654064178467 (2.3265465450286866) | > loss_gen: 2.2143125534057617 (2.394732007980346) | > loss_kl: 2.8935110569000244 (2.8051557683944703) | > loss_feat: 5.449441909790039 (6.9682527351379395) | > loss_mel: 13.343921661376953 (17.775854034423823) | > loss_duration: 2.344548225402832 (2.3353307342529295) | > loss_1: 26.24573516845703 (32.27932518005372)  --> STEP: 26 | > loss_disc: 2.291498899459839 (2.325198558660654) | > loss_disc_real_0: 0.09455907344818115 (0.11265859452004616) | > loss_disc_real_1: 0.19504235684871674 (0.18779813612882906) | > loss_disc_real_2: 0.18522624671459198 (0.19740621373057365) | > loss_disc_real_3: 0.19055801630020142 (0.24105316744400904) | > loss_disc_real_4: 0.16968774795532227 (0.25193377011097395) | > loss_disc_real_5: 0.16765053570270538 (0.24251169997912186) | > loss_0: 2.291498899459839 (2.325198558660654) | > loss_gen: 2.237679958343506 (2.3886915445327754) | > loss_kl: 2.217832326889038 (2.782566405259646) | > loss_feat: 11.674532890319824 (7.149263510337243) | > loss_mel: 19.039358139038086 (17.824450346139756) | > loss_duration: 2.300408363342285 (2.3339875661409817) | > loss_1: 37.469810485839844 (32.47895923027626) --> EVAL PERFORMANCE | > avg_loader_time: 0.002388486495384803 (-5.017794095552898e-05) | > avg_loss_disc: 2.325198558660654 (-0.11319068761972284) | > avg_loss_disc_real_0: 0.11265859452004616 (-0.04672670006178893) | > avg_loss_disc_real_1: 0.18779813612882906 (-0.059246594516130596) | > avg_loss_disc_real_2: 0.19740621373057365 (-0.029498259322001397) | > avg_loss_disc_real_3: 0.24105316744400904 (-0.00765690952539444) | > avg_loss_disc_real_4: 0.25193377011097395 (-0.010176193255644561) | > avg_loss_disc_real_5: 0.24251169997912186 (+0.011481140668575585) | > avg_loss_0: 2.325198558660654 (-0.11319068761972284) | > avg_loss_gen: 2.3886915445327754 (-0.11831387189718434) | > avg_loss_kl: 2.782566405259646 (-0.06770923962959818) | > avg_loss_feat: 7.149263510337243 (+0.47503797824566174) | > avg_loss_mel: 17.824450346139756 (+0.08759571955753387) | > avg_loss_duration: 2.3339875661409817 (+0.009165488756619933) | > avg_loss_1: 32.47895923027626 (+0.3857757128202053)  > EPOCH: 517/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:54:48)   --> TIME: 2024-06-11 13:54:54 -- STEP: 14/330 -- GLOBAL_STEP: 258625 | > loss_disc: 2.3954713344573975 (2.3282876014709473) | > loss_disc_real_0: 0.13608649373054504 (0.10559138283133507) | > loss_disc_real_1: 0.22002115845680237 (0.19954949830259597) | > loss_disc_real_2: 0.21040596067905426 (0.2030747373189245) | > loss_disc_real_3: 0.23324860632419586 (0.22551412348236358) | > loss_disc_real_4: 0.24484117329120636 (0.22780690555061614) | > loss_disc_real_5: 0.2089603990316391 (0.22530165846858705) | > loss_0: 2.3954713344573975 (2.3282876014709473) | > grad_norm_0: tensor(6.7889, device='cuda:0') (tensor(9.2671, device='cuda:0')) | > loss_gen: 2.364938497543335 (2.459860478128706) | > loss_kl: 1.8919211626052856 (1.9709149599075317) | > loss_feat: 6.668148994445801 (6.759530578340803) | > loss_mel: 17.458768844604492 (17.86780275617327) | > loss_duration: 2.0398499965667725 (2.1078693185533797) | > loss_1: 30.423627853393555 (31.165977478027344) | > grad_norm_1: tensor(78.2140, device='cuda:0') (tensor(79.8397, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3656 (0.3652273416519165) | > loader_time: 0.0029 (0.0031969547271728516)  --> TIME: 2024-06-11 13:55:03 -- STEP: 39/330 -- GLOBAL_STEP: 258650 | > loss_disc: 2.2734196186065674 (2.3126006309802714) | > loss_disc_real_0: 0.12600275874137878 (0.1049966065165324) | > loss_disc_real_1: 0.165018692612648 (0.19672937614795488) | > loss_disc_real_2: 0.20373336970806122 (0.2072390703818737) | > loss_disc_real_3: 0.1953570544719696 (0.22505376583490616) | > loss_disc_real_4: 0.22385352849960327 (0.22733866289640084) | > loss_disc_real_5: 0.1861235499382019 (0.2205309436107293) | > loss_0: 2.2734196186065674 (2.3126006309802714) | > grad_norm_0: tensor(6.4887, device='cuda:0') (tensor(8.7324, device='cuda:0')) | > loss_gen: 2.649630069732666 (2.5057761730291905) | > loss_kl: 1.7281405925750732 (1.941345153710781) | > loss_feat: 7.519235610961914 (7.055439496651674) | > loss_mel: 17.418405532836914 (17.90605897169846) | > loss_duration: 2.030749559402466 (2.0448060341370407) | > loss_1: 31.346162796020508 (31.453425334050106) | > grad_norm_1: tensor(54.8483, device='cuda:0') (tensor(85.9598, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.366 (0.3645581648899959) | > loader_time: 0.0033 (0.0033968473092103615)  --> TIME: 2024-06-11 13:55:13 -- STEP: 64/330 -- GLOBAL_STEP: 258675 | > loss_disc: 2.354580879211426 (2.329292543232441) | > loss_disc_real_0: 0.112867571413517 (0.1074957859236747) | > loss_disc_real_1: 0.18155352771282196 (0.1988718758802861) | > loss_disc_real_2: 0.23970697820186615 (0.20777797210030258) | > loss_disc_real_3: 0.23763592541217804 (0.2253043504897505) | > loss_disc_real_4: 0.18462079763412476 (0.22839907696470618) | > loss_disc_real_5: 0.17436207830905914 (0.22176403808407485) | > loss_0: 2.354580879211426 (2.329292543232441) | > grad_norm_0: tensor(15.6231, device='cuda:0') (tensor(10.5137, device='cuda:0')) | > loss_gen: 2.7008423805236816 (2.5090354718267918) | > loss_kl: 2.082718849182129 (1.9217539336532354) | > loss_feat: 7.584912300109863 (7.091508314013481) | > loss_mel: 18.347721099853516 (17.898763418197618) | > loss_duration: 2.0051143169403076 (2.0256713684648266) | > loss_1: 32.721309661865234 (31.446732133626938) | > grad_norm_1: tensor(261.9603, device='cuda:0') (tensor(113.4227, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3808 (0.3665192313492298) | > loader_time: 0.0035 (0.0034505538642406464)  --> TIME: 2024-06-11 13:55:22 -- STEP: 89/330 -- GLOBAL_STEP: 258700 | > loss_disc: 2.328394651412964 (2.345756458432487) | > loss_disc_real_0: 0.0928383320569992 (0.11046841991751381) | > loss_disc_real_1: 0.19610929489135742 (0.1978707328606188) | > loss_disc_real_2: 0.17412683367729187 (0.2112306510464529) | > loss_disc_real_3: 0.236978217959404 (0.22821571234236943) | > loss_disc_real_4: 0.22287416458129883 (0.22987197540449292) | > loss_disc_real_5: 0.23248706758022308 (0.22308019908626428) | > loss_0: 2.328394651412964 (2.345756458432487) | > grad_norm_0: tensor(13.2591, device='cuda:0') (tensor(11.3986, device='cuda:0')) | > loss_gen: 2.43058705329895 (2.489180508624302) | > loss_kl: 1.90799081325531 (1.9266866753610332) | > loss_feat: 6.392294406890869 (7.0327616648727584) | > loss_mel: 16.61405372619629 (17.830554362093448) | > loss_duration: 2.00887131690979 (2.017364456412497) | > loss_1: 29.353797912597656 (31.296547364652827) | > grad_norm_1: tensor(97.7148, device='cuda:0') (tensor(126.5306, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3768 (0.36885288324248927) | > loader_time: 0.0035 (0.0035474996888235715)  --> TIME: 2024-06-11 13:55:32 -- STEP: 114/330 -- GLOBAL_STEP: 258725 | > loss_disc: 2.422595739364624 (2.350101314092938) | > loss_disc_real_0: 0.11236284673213959 (0.11188276380039099) | > loss_disc_real_1: 0.17123918235301971 (0.19774166716818228) | > loss_disc_real_2: 0.23623183369636536 (0.21172409112516202) | > loss_disc_real_3: 0.20466956496238708 (0.22842283494639815) | > loss_disc_real_4: 0.2718666195869446 (0.23152472967641397) | > loss_disc_real_5: 0.26759034395217896 (0.22336519587981074) | > loss_0: 2.422595739364624 (2.350101314092938) | > grad_norm_0: tensor(10.7667, device='cuda:0') (tensor(11.6302, device='cuda:0')) | > loss_gen: 2.457958698272705 (2.4841820064343905) | > loss_kl: 2.065089225769043 (1.9244168003400166) | > loss_feat: 6.878515243530273 (7.02892133645844) | > loss_mel: 18.070655822753906 (17.80249430003917) | > loss_duration: 2.026740789413452 (2.0173887338554644) | > loss_1: 31.498958587646484 (31.257402921977796) | > grad_norm_1: tensor(211.3665, device='cuda:0') (tensor(130.9783, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.383 (0.37095855620869417) | > loader_time: 0.0038 (0.0036324513585943925)  --> TIME: 2024-06-11 13:55:42 -- STEP: 139/330 -- GLOBAL_STEP: 258750 | > loss_disc: 2.2383339405059814 (2.349655165089121) | > loss_disc_real_0: 0.08085140585899353 (0.11272575207751431) | > loss_disc_real_1: 0.18273350596427917 (0.19711433672647685) | > loss_disc_real_2: 0.21550455689430237 (0.21197129442966242) | > loss_disc_real_3: 0.23266015946865082 (0.2279493294173865) | > loss_disc_real_4: 0.19967779517173767 (0.2299551287357756) | > loss_disc_real_5: 0.1849173605442047 (0.22283456512063526) | > loss_0: 2.2383339405059814 (2.349655165089121) | > grad_norm_0: tensor(15.2878, device='cuda:0') (tensor(13.0873, device='cuda:0')) | > loss_gen: 2.590653657913208 (2.481172451870047) | > loss_kl: 1.9977473020553589 (1.9266658626872002) | > loss_feat: 7.658393383026123 (7.021056487405901) | > loss_mel: 17.963701248168945 (17.80129925295602) | > loss_duration: 2.0871942043304443 (2.021304274634492) | > loss_1: 32.297691345214844 (31.251498064548848) | > grad_norm_1: tensor(308.5042, device='cuda:0') (tensor(144.8513, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3765 (0.3734767745724685) | > loader_time: 0.0044 (0.003741799498633515)  --> TIME: 2024-06-11 13:55:51 -- STEP: 164/330 -- GLOBAL_STEP: 258775 | > loss_disc: 2.2835354804992676 (2.345316091688668) | > loss_disc_real_0: 0.10913285613059998 (0.11276783130881263) | > loss_disc_real_1: 0.21064400672912598 (0.19705905456368508) | > loss_disc_real_2: 0.21861132979393005 (0.21145599090108058) | > loss_disc_real_3: 0.21082139015197754 (0.22781004974754845) | > loss_disc_real_4: 0.25812655687332153 (0.22953208654028615) | > loss_disc_real_5: 0.21673399209976196 (0.22254682341363372) | > loss_0: 2.2835354804992676 (2.345316091688668) | > grad_norm_0: tensor(37.7654, device='cuda:0') (tensor(15.6239, device='cuda:0')) | > loss_gen: 2.6982760429382324 (2.4924004077911377) | > loss_kl: 1.9761396646499634 (1.9333978949523554) | > loss_feat: 8.318620681762695 (7.064298812935993) | > loss_mel: 17.987873077392578 (17.797013445598314) | > loss_duration: 2.093939781188965 (2.024202988642018) | > loss_1: 33.074851989746094 (31.31131328024515) | > grad_norm_1: tensor(398.7644, device='cuda:0') (tensor(167.1545, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3711 (0.3747908720156041) | > loader_time: 0.0042 (0.0038637867787989174)  --> TIME: 2024-06-11 13:56:01 -- STEP: 189/330 -- GLOBAL_STEP: 258800 | > loss_disc: 2.4317569732666016 (2.349836690085275) | > loss_disc_real_0: 0.14425843954086304 (0.11341698507152537) | > loss_disc_real_1: 0.20987896621227264 (0.19778167231688415) | > loss_disc_real_2: 0.2168351411819458 (0.21206948515914736) | > loss_disc_real_3: 0.23709192872047424 (0.22849268178460458) | > loss_disc_real_4: 0.2051936388015747 (0.22883728524995228) | > loss_disc_real_5: 0.2042951136827469 (0.22185861772645718) | > loss_0: 2.4317569732666016 (2.349836690085275) | > grad_norm_0: tensor(120.0106, device='cuda:0') (tensor(18.1272, device='cuda:0')) | > loss_gen: 2.464928388595581 (2.494831270641752) | > loss_kl: 1.9123550653457642 (1.9367740204725317) | > loss_feat: 6.106253147125244 (7.060791926409203) | > loss_mel: 16.328975677490234 (17.782834078269033) | > loss_duration: 2.0985848903656006 (2.0313576661720467) | > loss_1: 28.911096572875977 (31.30658874309883) | > grad_norm_1: tensor(576.0526, device='cuda:0') (tensor(188.9438, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3869 (0.3766564465073681) | > loader_time: 0.0055 (0.003986356119630198)  --> TIME: 2024-06-11 13:56:12 -- STEP: 214/330 -- GLOBAL_STEP: 258825 | > loss_disc: 2.455562114715576 (2.348749691080824) | > loss_disc_real_0: 0.14091023802757263 (0.11479862768934151) | > loss_disc_real_1: 0.2505345642566681 (0.19784226797730003) | > loss_disc_real_2: 0.222351536154747 (0.21243229703368427) | > loss_disc_real_3: 0.24005958437919617 (0.22821979941887277) | > loss_disc_real_4: 0.23474173247814178 (0.2287106175567502) | > loss_disc_real_5: 0.2487366646528244 (0.22195122899296127) | > loss_0: 2.455562114715576 (2.348749691080824) | > grad_norm_0: tensor(24.5844, device='cuda:0') (tensor(20.6972, device='cuda:0')) | > loss_gen: 2.31416916847229 (2.506084562462068) | > loss_kl: 1.8060184717178345 (1.9419775956144958) | > loss_feat: 5.919428825378418 (7.092319695749016) | > loss_mel: 17.352458953857422 (17.76497276698317) | > loss_duration: 2.1415743827819824 (2.038585150910314) | > loss_1: 29.533649444580078 (31.343939585106394) | > grad_norm_1: tensor(285.0136, device='cuda:0') (tensor(214.1176, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.3877 (0.38040766426335987) | > loader_time: 0.0047 (0.004099045958474416)  --> TIME: 2024-06-11 13:56:22 -- STEP: 239/330 -- GLOBAL_STEP: 258850 | > loss_disc: 2.321533441543579 (2.352750218563) | > loss_disc_real_0: 0.11782842874526978 (0.11480900473799167) | > loss_disc_real_1: 0.2074582427740097 (0.19836919508469147) | > loss_disc_real_2: 0.21378974616527557 (0.21273797981160456) | > loss_disc_real_3: 0.2325691282749176 (0.22862371671399312) | > loss_disc_real_4: 0.20915096998214722 (0.22897583582910036) | > loss_disc_real_5: 0.20747926831245422 (0.22206643011779467) | > loss_0: 2.321533441543579 (2.352750218563) | > grad_norm_0: tensor(35.4942, device='cuda:0') (tensor(22.7452, device='cuda:0')) | > loss_gen: 2.3273661136627197 (2.499969046484976) | > loss_kl: 2.005626916885376 (1.9441886182609462) | > loss_feat: 6.763297080993652 (7.076720253693011) | > loss_mel: 17.548322677612305 (17.72854474598394) | > loss_duration: 2.083439826965332 (2.046610915511221) | > loss_1: 30.728050231933594 (31.296033388401174) | > grad_norm_1: tensor(471.3087, device='cuda:0') (tensor(233.4069, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.4071 (0.3835886961246634) | > loader_time: 0.0053 (0.004229012892336025)  --> TIME: 2024-06-11 13:56:33 -- STEP: 264/330 -- GLOBAL_STEP: 258875 | > loss_disc: 2.3311030864715576 (2.354956691915339) | > loss_disc_real_0: 0.12229941785335541 (0.11561697992411527) | > loss_disc_real_1: 0.19953365623950958 (0.19830872744999142) | > loss_disc_real_2: 0.19308136403560638 (0.21276774308220905) | > loss_disc_real_3: 0.2711992859840393 (0.22909989219271776) | > loss_disc_real_4: 0.23951250314712524 (0.22877767806251845) | > loss_disc_real_5: 0.2498420625925064 (0.22260572987072397) | > loss_0: 2.3311030864715576 (2.354956691915339) | > grad_norm_0: tensor(23.0749, device='cuda:0') (tensor(23.7126, device='cuda:0')) | > loss_gen: 2.5967702865600586 (2.4984013790434068) | > loss_kl: 1.884757161140442 (1.94800566136837) | > loss_feat: 7.508939266204834 (7.098422204003191) | > loss_mel: 17.92237091064453 (17.709564794193614) | > loss_duration: 2.1620302200317383 (2.054235385674416) | > loss_1: 32.074867248535156 (31.30862926714348) | > grad_norm_1: tensor(245.9474, device='cuda:0') (tensor(244.7337, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.4374 (0.38773109605818085) | > loader_time: 0.0056 (0.004367049896355829)  --> TIME: 2024-06-11 13:56:45 -- STEP: 289/330 -- GLOBAL_STEP: 258900 | > loss_disc: 2.4648866653442383 (2.356393580618201) | > loss_disc_real_0: 0.1326371133327484 (0.1169500726574845) | > loss_disc_real_1: 0.25615930557250977 (0.19869588537199687) | > loss_disc_real_2: 0.2438938319683075 (0.2123686873892187) | > loss_disc_real_3: 0.2574145197868347 (0.22897422318846297) | > loss_disc_real_4: 0.2597644031047821 (0.22907697540872238) | > loss_disc_real_5: 0.23874153196811676 (0.22269356266231277) | > loss_0: 2.4648866653442383 (2.356393580618201) | > grad_norm_0: tensor(62.5757, device='cuda:0') (tensor(25.2756, device='cuda:0')) | > loss_gen: 2.4367451667785645 (2.4977250148680805) | > loss_kl: 1.9704456329345703 (1.9500339526206152) | > loss_feat: 6.913642883300781 (7.117425728834213) | > loss_mel: 16.682588577270508 (17.66283553034377) | > loss_duration: 2.1983225345611572 (2.0635459451939386) | > loss_1: 30.201744079589844 (31.291566036976747) | > grad_norm_1: tensor(442.1638, device='cuda:0') (tensor(260.0862, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.4388 (0.39285871644333564) | > loader_time: 0.0063 (0.0045342527871313374)  --> TIME: 2024-06-11 13:56:57 -- STEP: 314/330 -- GLOBAL_STEP: 258925 | > loss_disc: 2.3294198513031006 (2.3627602165671657) | > loss_disc_real_0: 0.08318357169628143 (0.11895810784238159) | > loss_disc_real_1: 0.21009722352027893 (0.19957617912322856) | > loss_disc_real_2: 0.221892848610878 (0.21270166318507716) | > loss_disc_real_3: 0.2162209302186966 (0.22888456607700153) | > loss_disc_real_4: 0.22426794469356537 (0.22880090550062762) | > loss_disc_real_5: 0.23140181601047516 (0.22252937188004238) | > loss_0: 2.3294198513031006 (2.3627602165671657) | > grad_norm_0: tensor(48.3669, device='cuda:0') (tensor(27.4202, device='cuda:0')) | > loss_gen: 2.5543324947357178 (2.4952219550017354) | > loss_kl: 2.0140554904937744 (1.9537716644584753) | > loss_feat: 8.051163673400879 (7.1220487591567325) | > loss_mel: 17.71832847595215 (17.63109854679958) | > loss_duration: 2.268217086791992 (2.0762438071761142) | > loss_1: 32.60609436035156 (31.278384609586873) | > grad_norm_1: tensor(622.5150, device='cuda:0') (tensor(274.7610, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.5174 (0.4008181467177762) | > loader_time: 0.0077 (0.004727344604054834)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7503247261047363 (2.7503247261047363) | > loss_disc_real_0: 0.2564631700515747 (0.2564631700515747) | > loss_disc_real_1: 0.22016316652297974 (0.22016316652297974) | > loss_disc_real_2: 0.2527860105037689 (0.2527860105037689) | > loss_disc_real_3: 0.3229639232158661 (0.3229639232158661) | > loss_disc_real_4: 0.3289337158203125 (0.3289337158203125) | > loss_disc_real_5: 0.28066202998161316 (0.28066202998161316) | > loss_0: 2.7503247261047363 (2.7503247261047363) | > loss_gen: 2.3451852798461914 (2.3451852798461914) | > loss_kl: 2.868264675140381 (2.868264675140381) | > loss_feat: 4.704850673675537 (4.704850673675537) | > loss_mel: 15.512616157531738 (15.512616157531738) | > loss_duration: 2.783897638320923 (2.783897638320923) | > loss_1: 28.214813232421875 (28.214813232421875)  --> STEP: 1 | > loss_disc: 2.1517386436462402 (2.1517386436462402) | > loss_disc_real_0: 0.13442987203598022 (0.13442987203598022) | > loss_disc_real_1: 0.19203096628189087 (0.19203096628189087) | > loss_disc_real_2: 0.16125033795833588 (0.16125033795833588) | > loss_disc_real_3: 0.1972246766090393 (0.1972246766090393) | > loss_disc_real_4: 0.19863376021385193 (0.19863376021385193) | > loss_disc_real_5: 0.24131514132022858 (0.24131514132022858) | > loss_0: 2.1517386436462402 (2.1517386436462402) | > loss_gen: 2.678314208984375 (2.678314208984375) | > loss_kl: 2.6408536434173584 (2.6408536434173584) | > loss_feat: 7.153799057006836 (7.153799057006836) | > loss_mel: 19.22693634033203 (19.22693634033203) | > loss_duration: 2.4402523040771484 (2.4402523040771484) | > loss_1: 34.14015579223633 (34.14015579223633)  --> STEP: 2 | > loss_disc: 2.2234535217285156 (2.187596082687378) | > loss_disc_real_0: 0.0768364742398262 (0.10563317313790321) | > loss_disc_real_1: 0.1166270449757576 (0.15432900562882423) | > loss_disc_real_2: 0.1598508358001709 (0.1605505868792534) | > loss_disc_real_3: 0.268803209066391 (0.23301394283771515) | > loss_disc_real_4: 0.2108880579471588 (0.20476090908050537) | > loss_disc_real_5: 0.19963395595550537 (0.22047454863786697) | > loss_0: 2.2234535217285156 (2.187596082687378) | > loss_gen: 2.457939863204956 (2.5681270360946655) | > loss_kl: 2.0284857749938965 (2.3346697092056274) | > loss_feat: 6.822108268737793 (6.9879536628723145) | > loss_mel: 21.27327537536621 (20.25010585784912) | > loss_duration: 2.419039726257324 (2.4296460151672363) | > loss_1: 35.000850677490234 (34.57050323486328)  --> STEP: 3 | > loss_disc: 2.309040069580078 (2.2280774116516113) | > loss_disc_real_0: 0.22636288404464722 (0.14587641010681787) | > loss_disc_real_1: 0.19628866016864777 (0.16831555714209875) | > loss_disc_real_2: 0.22700372338294983 (0.18270163238048553) | > loss_disc_real_3: 0.23688864707946777 (0.23430551091829935) | > loss_disc_real_4: 0.25176966190338135 (0.22043049335479736) | > loss_disc_real_5: 0.23578563332557678 (0.22557824353377023) | > loss_0: 2.309040069580078 (2.2280774116516113) | > loss_gen: 2.766432523727417 (2.6342288653055825) | > loss_kl: 3.1133861541748047 (2.5942418575286865) | > loss_feat: 6.486050128936768 (6.820652484893799) | > loss_mel: 16.497379302978516 (18.999197006225586) | > loss_duration: 2.3446221351623535 (2.4013047218322754) | > loss_1: 31.207868576049805 (33.44962501525879)  --> STEP: 4 | > loss_disc: 2.3090078830718994 (2.2483100295066833) | > loss_disc_real_0: 0.20606355369091034 (0.160923196002841) | > loss_disc_real_1: 0.1654282957315445 (0.16759374178946018) | > loss_disc_real_2: 0.19004963338375092 (0.18453863263130188) | > loss_disc_real_3: 0.3072459101676941 (0.25254061073064804) | > loss_disc_real_4: 0.28900444507598877 (0.23757398128509521) | > loss_disc_real_5: 0.29422634840011597 (0.24274026975035667) | > loss_0: 2.3090078830718994 (2.2483100295066833) | > loss_gen: 2.756455183029175 (2.6647854447364807) | > loss_kl: 3.0124552249908447 (2.698795199394226) | > loss_feat: 5.854903697967529 (6.5792152881622314) | > loss_mel: 18.165231704711914 (18.790705680847168) | > loss_duration: 2.227206230163574 (2.3577800989151) | > loss_1: 32.01625061035156 (33.09128141403198)  --> STEP: 5 | > loss_disc: 2.355083465576172 (2.2696647167205812) | > loss_disc_real_0: 0.24038422107696533 (0.17681540101766585) | > loss_disc_real_1: 0.10915601998567581 (0.15590619742870332) | > loss_disc_real_2: 0.14844678342342377 (0.17732026278972626) | > loss_disc_real_3: 0.24885646998882294 (0.25180378258228303) | > loss_disc_real_4: 0.22727985680103302 (0.23551515638828277) | > loss_disc_real_5: 0.16172052919864655 (0.22653632164001464) | > loss_0: 2.355083465576172 (2.2696647167205812) | > loss_gen: 2.328718423843384 (2.5975720405578615) | > loss_kl: 2.5189943313598633 (2.6628350257873534) | > loss_feat: 6.295912265777588 (6.522554683685303) | > loss_mel: 19.36554527282715 (18.905673599243165) | > loss_duration: 2.3995978832244873 (2.3661436557769777) | > loss_1: 32.90876770019531 (33.05477867126465)  --> STEP: 6 | > loss_disc: 2.3832437992095947 (2.2885945638020835) | > loss_disc_real_0: 0.13999322056770325 (0.1706783709426721) | > loss_disc_real_1: 0.13119147717952728 (0.15178707738717398) | > loss_disc_real_2: 0.16864179074764252 (0.1758738507827123) | > loss_disc_real_3: 0.32691487669944763 (0.26432229826847714) | > loss_disc_real_4: 0.2718430459499359 (0.2415698046485583) | > loss_disc_real_5: 0.31474733352661133 (0.24123815695444742) | > loss_0: 2.3832437992095947 (2.2885945638020835) | > loss_gen: 2.522707223892212 (2.5850945711135864) | > loss_kl: 3.1233088970184326 (2.739580670992533) | > loss_feat: 5.197052478790283 (6.301637649536133) | > loss_mel: 18.40792465209961 (18.822715441385906) | > loss_duration: 2.1685357093811035 (2.333208998044332) | > loss_1: 31.41952896118164 (32.78223705291748)  --> STEP: 7 | > loss_disc: 2.5105931758880615 (2.320308651242937) | > loss_disc_real_0: 0.14132538437843323 (0.16648508714778082) | > loss_disc_real_1: 0.16198013722896576 (0.15324322879314423) | > loss_disc_real_2: 0.18681137263774872 (0.17743635390486037) | > loss_disc_real_3: 0.27365586161613464 (0.26565566446099964) | > loss_disc_real_4: 0.32565563917160034 (0.2535820667232786) | > loss_disc_real_5: 0.2965061366558075 (0.2491335826260703) | > loss_0: 2.5105931758880615 (2.320308651242937) | > loss_gen: 2.401837110519409 (2.558914933885847) | > loss_kl: 3.6062612533569336 (2.863392182758876) | > loss_feat: 6.6760993003845215 (6.355132171085903) | > loss_mel: 17.577377319335938 (18.64480999537877) | > loss_duration: 2.492521286010742 (2.3559678963252475) | > loss_1: 32.75409698486328 (32.778217043195454)  --> STEP: 8 | > loss_disc: 2.2188072204589844 (2.3076209723949432) | > loss_disc_real_0: 0.22930702567100525 (0.17433782946318388) | > loss_disc_real_1: 0.14818093180656433 (0.15261044166982174) | > loss_disc_real_2: 0.20192371308803558 (0.18049727380275726) | > loss_disc_real_3: 0.14627738296985626 (0.2507333792746067) | > loss_disc_real_4: 0.17237214744091034 (0.24343082681298256) | > loss_disc_real_5: 0.16393102705478668 (0.23848326317965984) | > loss_0: 2.2188072204589844 (2.3076209723949432) | > loss_gen: 2.3391709327697754 (2.531446933746338) | > loss_kl: 3.470780372619629 (2.9393157064914703) | > loss_feat: 8.203258514404297 (6.586147964000702) | > loss_mel: 17.75510597229004 (18.533596992492676) | > loss_duration: 2.251985549926758 (2.3429701030254364) | > loss_1: 34.020301818847656 (32.93347764015198)  --> STEP: 9 | > loss_disc: 2.3080501556396484 (2.3076686594221325) | > loss_disc_real_0: 0.3061877489089966 (0.18898782051271862) | > loss_disc_real_1: 0.16996550559997559 (0.1545387821065055) | > loss_disc_real_2: 0.2236585170030594 (0.18529296749167973) | > loss_disc_real_3: 0.23871658742427826 (0.24939818018012577) | > loss_disc_real_4: 0.252261757850647 (0.24441204137272304) | > loss_disc_real_5: 0.2807575762271881 (0.24318040907382965) | > loss_0: 2.3080501556396484 (2.3076686594221325) | > loss_gen: 3.186577558517456 (2.6042392253875732) | > loss_kl: 2.7194173336029053 (2.9148825539482965) | > loss_feat: 8.180642127990723 (6.763313982221815) | > loss_mel: 20.66588020324707 (18.770517349243164) | > loss_duration: 2.1496505737304688 (2.3214901553259955) | > loss_1: 36.90216827392578 (33.374443266126846)  --> STEP: 10 | > loss_disc: 2.423734664916992 (2.3192752599716187) | > loss_disc_real_0: 0.23373818397521973 (0.19346285685896875) | > loss_disc_real_1: 0.20897604525089264 (0.15998250842094422) | > loss_disc_real_2: 0.20294617116451263 (0.187058287858963) | > loss_disc_real_3: 0.19436205923557281 (0.24389456808567048) | > loss_disc_real_4: 0.21573525667190552 (0.2415443629026413) | > loss_disc_real_5: 0.16543760895729065 (0.23540612906217576) | > loss_0: 2.423734664916992 (2.3192752599716187) | > loss_gen: 2.2790679931640625 (2.5717221021652223) | > loss_kl: 2.8477253913879395 (2.908166837692261) | > loss_feat: 5.37398624420166 (6.6243812084198) | > loss_mel: 14.767777442932129 (18.37024335861206) | > loss_duration: 2.30238676071167 (2.319579815864563) | > loss_1: 27.570945739746094 (32.79409351348877)  --> STEP: 11 | > loss_disc: 2.4129366874694824 (2.3277899351986973) | > loss_disc_real_0: 0.2981490194797516 (0.20297978073358536) | > loss_disc_real_1: 0.1664322167634964 (0.16056884554299442) | > loss_disc_real_2: 0.18810074031352997 (0.18715305626392365) | > loss_disc_real_3: 0.2052757292985916 (0.2403837645595724) | > loss_disc_real_4: 0.2761211395263672 (0.24468770623207092) | > loss_disc_real_5: 0.3222491145133972 (0.24330094592137771) | > loss_0: 2.4129366874694824 (2.3277899351986973) | > loss_gen: 2.8419337272644043 (2.596286795356057) | > loss_kl: 3.2016522884368896 (2.9348473332144995) | > loss_feat: 7.048253536224365 (6.662915056402033) | > loss_mel: 17.953001022338867 (18.33231223713268) | > loss_duration: 2.49497127532959 (2.335524493997747) | > loss_1: 33.53981399536133 (32.861886284568094)  --> STEP: 12 | > loss_disc: 2.652606248855591 (2.3548579613367715) | > loss_disc_real_0: 0.18688172101974487 (0.20163827575743198) | > loss_disc_real_1: 0.19723103940486908 (0.1636240283648173) | > loss_disc_real_2: 0.16797798871994019 (0.1855551339685917) | > loss_disc_real_3: 0.26910218596458435 (0.24277696634332338) | > loss_disc_real_4: 0.24604016542434692 (0.2448004111647606) | > loss_disc_real_5: 0.33635032176971436 (0.2510550605754058) | > loss_0: 2.652606248855591 (2.3548579613367715) | > loss_gen: 2.0497519969940186 (2.550742228825887) | > loss_kl: 2.6496095657348633 (2.9110775192578635) | > loss_feat: 5.407220363616943 (6.558273832003276) | > loss_mel: 17.12102508544922 (18.231371641159058) | > loss_duration: 2.2680325508117676 (2.3299001653989158) | > loss_1: 29.495637893676758 (32.58136558532715)  --> STEP: 13 | > loss_disc: 2.4880433082580566 (2.3651029880230245) | > loss_disc_real_0: 0.1611739844083786 (0.19852563796135095) | > loss_disc_real_1: 0.15933187305927277 (0.16329386257208311) | > loss_disc_real_2: 0.18437059223651886 (0.18546401537381685) | > loss_disc_real_3: 0.2236216813325882 (0.24130348288095915) | > loss_disc_real_4: 0.16117095947265625 (0.2383673764192141) | > loss_disc_real_5: 0.1367979645729065 (0.24226605319059813) | > loss_0: 2.4880433082580566 (2.3651029880230245) | > loss_gen: 2.0028076171875 (2.508593412546011) | > loss_kl: 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2.390848159790039 (2.330600380897522) | > loss_1: 34.97692108154297 (32.6348009109497)  --> STEP: 15 | > loss_disc: 2.5218539237976074 (2.3958805402119956) | > loss_disc_real_0: 0.26459813117980957 (0.20315230935811995) | > loss_disc_real_1: 0.1739269644021988 (0.16139121900002162) | > loss_disc_real_2: 0.22501923143863678 (0.19143194059530894) | > loss_disc_real_3: 0.25124597549438477 (0.2429819683233897) | > loss_disc_real_4: 0.25134551525115967 (0.24065808653831483) | > loss_disc_real_5: 0.21624481678009033 (0.2469799429178238) | > loss_0: 2.5218539237976074 (2.3958805402119956) | > loss_gen: 2.6359496116638184 (2.506536928812663) | > loss_kl: 3.9132204055786133 (2.9832025527954102) | > loss_feat: 8.310832977294922 (6.747302786509196) | > loss_mel: 17.75905418395996 (18.22148189544678) | > loss_duration: 2.381195545196533 (2.3339733918507894) | > loss_1: 35.00025177001953 (32.79249763488769)  --> STEP: 16 | > loss_disc: 2.257071018218994 (2.387204945087433) | > loss_disc_real_0: 0.27321022748947144 (0.20753092924132943) | > loss_disc_real_1: 0.19010835886001587 (0.16318604024127126) | > loss_disc_real_2: 0.18192875385284424 (0.1908379914239049) | > loss_disc_real_3: 0.18401995301246643 (0.23929684236645699) | > loss_disc_real_4: 0.2271508276462555 (0.2398138828575611) | > loss_disc_real_5: 0.18271495401859283 (0.24296338111162186) | > loss_0: 2.257071018218994 (2.387204945087433) | > loss_gen: 2.797956943511963 (2.524750679731369) | > loss_kl: 2.469343423843384 (2.9510863572359085) | > loss_feat: 7.296667575836182 (6.781638085842133) | > loss_mel: 16.841846466064453 (18.135254681110382) | > loss_duration: 2.3903160095214844 (2.337494805455208) | > loss_1: 31.79612922668457 (32.73022460937499)  --> STEP: 17 | > loss_disc: 2.5782597064971924 (2.3984434604644775) | > loss_disc_real_0: 0.1957029402256012 (0.2068351651815807) | > loss_disc_real_1: 0.1905956268310547 (0.16479836886419968) | > loss_disc_real_2: 0.22698824107646942 (0.19296447669758515) | > loss_disc_real_3: 0.29010459780693054 (0.24228553386295543) | > loss_disc_real_4: 0.300043523311615 (0.24335680288427017) | > loss_disc_real_5: 0.3531942665576935 (0.2494475508437437) | > loss_0: 2.5782597064971924 (2.3984434604644775) | > loss_gen: 2.516486406326294 (2.5242645460016586) | > loss_kl: 2.4255917072296143 (2.920174907235538) | > loss_feat: 5.609427452087402 (6.712684519150677) | > loss_mel: 17.096227645874023 (18.074135443743536) | > loss_duration: 2.431997776031494 (2.343053803724401) | > loss_1: 30.079730987548828 (32.57431321985581)  --> STEP: 18 | > loss_disc: 2.25132155418396 (2.390270021226671) | > loss_disc_real_0: 0.17788243293762207 (0.20522668005691636) | > loss_disc_real_1: 0.18103517591953278 (0.1657004137006071) | > loss_disc_real_2: 0.21986165642738342 (0.19445876446035174) | > loss_disc_real_3: 0.21343962848186493 (0.24068298356400597) | > loss_disc_real_4: 0.25404220819473267 (0.24395043651262918) | > loss_disc_real_5: 0.22006238996982574 (0.24781504190630382) | > loss_0: 2.25132155418396 (2.390270021226671) | > loss_gen: 2.6600632667541504 (2.531808919376797) | > loss_kl: 1.9460742473602295 (2.866058203909132) | > loss_feat: 8.704682350158691 (6.82335106531779) | > loss_mel: 17.166065216064453 (18.023687097761368) | > loss_duration: 2.231539726257324 (2.3368585771984525) | > loss_1: 32.70842361450195 (32.58176379733615)  --> STEP: 19 | > loss_disc: 2.5039024353027344 (2.3962506745990955) | > loss_disc_real_0: 0.1988319456577301 (0.20489011508853813) | > loss_disc_real_1: 0.2999848425388336 (0.17276801521840848) | > loss_disc_real_2: 0.21170280873775482 (0.1953663457381098) | > loss_disc_real_3: 0.2897324562072754 (0.243264534755757) | > loss_disc_real_4: 0.3192799389362335 (0.2479151471665031) | > loss_disc_real_5: 0.28907719254493713 (0.24998673404517927) | > loss_0: 2.5039024353027344 (2.3962506745990955) | > loss_gen: 2.6947810649871826 (2.5403864007247123) | > loss_kl: 1.9786722660064697 (2.8193536808616235) | > 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32.08662796020508 (32.226137733459474)  --> STEP: 21 | > loss_disc: 2.5150632858276367 (2.4010679721832275) | > loss_disc_real_0: 0.23213504254817963 (0.20600252811397826) | > loss_disc_real_1: 0.21308265626430511 (0.1727181307616688) | > loss_disc_real_2: 0.27839866280555725 (0.19725223098482406) | > loss_disc_real_3: 0.2475307732820511 (0.24617064424923488) | > loss_disc_real_4: 0.2729261517524719 (0.24849835605848403) | > loss_disc_real_5: 0.2776903510093689 (0.25002472812221166) | > loss_0: 2.5150632858276367 (2.4010679721832275) | > loss_gen: 2.444333553314209 (2.539475917816162) | > loss_kl: 2.591776132583618 (2.78350719951448) | > loss_feat: 5.21930456161499 (6.574320429847354) | > loss_mel: 14.748065948486328 (17.761658032735188) | > loss_duration: 2.1812896728515625 (2.3271111193157377) | > loss_1: 27.184770584106445 (31.98607263110933)  --> STEP: 22 | > loss_disc: 2.3388524055480957 (2.398239991881631) | > loss_disc_real_0: 0.1421222984790802 (0.20309888131239198) | > loss_disc_real_1: 0.15258069336414337 (0.17180279269814494) | > loss_disc_real_2: 0.2029440701007843 (0.1975109509446404) | > loss_disc_real_3: 0.17497235536575317 (0.2429343583908948) | > loss_disc_real_4: 0.25198858976364136 (0.2486570030450821) | > loss_disc_real_5: 0.23595614731311798 (0.24938524717634375) | > loss_0: 2.3388524055480957 (2.398239991881631) | > loss_gen: 2.354863405227661 (2.5310844399712304) | > loss_kl: 2.0819215774536133 (2.7516169439662588) | > loss_feat: 7.342709064483643 (6.6092471859671855) | > loss_mel: 19.83497428894043 (17.855899680744518) | > loss_duration: 2.2032737731933594 (2.3214821490374478) | > loss_1: 33.81774139404297 (32.06933030215177)  --> STEP: 23 | > loss_disc: 2.2000370025634766 (2.3896224706069287) | > loss_disc_real_0: 0.21356302499771118 (0.2035538440813189) | > loss_disc_real_1: 0.1648423820734024 (0.17150016614924307) | > loss_disc_real_2: 0.1801513433456421 (0.19675618539685788) | > loss_disc_real_3: 0.2180386632680893 (0.2418519368638163) | > loss_disc_real_4: 0.196238711476326 (0.2463779468899188) | > loss_disc_real_5: 0.27717918157577515 (0.2505936791067538) | > loss_0: 2.2000370025634766 (2.3896224706069287) | > loss_gen: 2.6695451736450195 (2.537104471870091) | > loss_kl: 2.190620183944702 (2.7272257804870605) | > loss_feat: 6.931800842285156 (6.62327125798101) | > loss_mel: 19.308815002441406 (17.919069912122644) | > loss_duration: 2.288785457611084 (2.3200605537580405) | > loss_1: 33.389564514160156 (32.12673178963039)  --> STEP: 24 | > loss_disc: 2.604811191558838 (2.398588667313258) | > loss_disc_real_0: 0.24183389544487 (0.20514884622146687) | > loss_disc_real_1: 0.16273824870586395 (0.17113508625576893) | > loss_disc_real_2: 0.19109486043453217 (0.19652029685676098) | > loss_disc_real_3: 0.23027734458446503 (0.24136966218551) | > loss_disc_real_4: 0.2806388735771179 (0.24780548550188541) | > loss_disc_real_5: 0.2537405490875244 (0.25072479868928593) | > loss_0: 2.604811191558838 (2.398588667313258) | > loss_gen: 2.1292245388031006 (2.520109474658966) | > loss_kl: 2.481243133544922 (2.716976503531138) | > loss_feat: 5.191343307495117 (6.563607593377431) | > loss_mel: 16.44080352783203 (17.857475479443867) | > loss_duration: 2.3740668296813965 (2.322310815254847) | > loss_1: 28.616682052612305 (31.98047971725464)  --> STEP: 25 | > loss_disc: 2.252068519592285 (2.392727861404419) | > loss_disc_real_0: 0.19675739109516144 (0.20481318801641465) | > loss_disc_real_1: 0.24952739477157593 (0.17427077859640122) | > loss_disc_real_2: 0.24475716054439545 (0.19844977140426637) | > loss_disc_real_3: 0.1704339236021042 (0.23853223264217377) | > loss_disc_real_4: 0.2426333874464035 (0.24759860157966615) | > loss_disc_real_5: 0.1937275528907776 (0.24844490885734558) | > loss_0: 2.252068519592285 (2.392727861404419) | > loss_gen: 2.6619575023651123 (2.525783395767212) | > loss_kl: 2.6768155097961426 (2.715370063781738) | > loss_feat: 5.777468204498291 (6.532162017822266) | > loss_mel: 15.581771850585938 (17.766447334289552) | > loss_duration: 2.3518857955932617 (2.323493814468384) | > loss_1: 29.04990005493164 (31.863256530761717)  --> STEP: 26 | > loss_disc: 2.5053887367248535 (2.3970609719936666) | > loss_disc_real_0: 0.25801604986190796 (0.206859451933549) | > loss_disc_real_1: 0.3065362870693207 (0.17935791353766734) | > loss_disc_real_2: 0.22363382577896118 (0.19941838888021615) | > loss_disc_real_3: 0.25787797570228577 (0.2392762996829473) | > loss_disc_real_4: 0.20107853412628174 (0.24580936821607444) | > loss_disc_real_5: 0.22484126687049866 (0.24753707647323608) | > loss_0: 2.5053887367248535 (2.3970609719936666) | > loss_gen: 2.328622817993164 (2.518200296622056) | > loss_kl: 2.648374319076538 (2.71279330437) | > loss_feat: 3.987351417541504 (6.434284687042236) | > loss_mel: 12.387598991394043 (17.55956855187049) | > loss_duration: 2.2989463806152344 (2.322549682397109) | > loss_1: 23.650894165039062 (31.547396439772385) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025627979865440955 (+0.0001743114911592924) | > avg_loss_disc: 2.3970609719936666 (+0.07186241333301258) | > avg_loss_disc_real_0: 0.206859451933549 (+0.09420085741350283) | > avg_loss_disc_real_1: 0.17935791353766734 (-0.008440222591161728) | > avg_loss_disc_real_2: 0.19941838888021615 (+0.0020121751496424978) | > avg_loss_disc_real_3: 0.2392762996829473 (-0.001776867761061729) | > avg_loss_disc_real_4: 0.24580936821607444 (-0.006124401894899517) | > avg_loss_disc_real_5: 0.24753707647323608 (+0.00502537649411422) | > avg_loss_0: 2.3970609719936666 (+0.07186241333301258) | > avg_loss_gen: 2.518200296622056 (+0.1295087520892806) | > avg_loss_kl: 2.71279330437 (-0.06977310088964606) | > avg_loss_feat: 6.434284687042236 (-0.7149788232950067) | > avg_loss_mel: 17.55956855187049 (-0.2648817942692645) | > avg_loss_duration: 2.322549682397109 (-0.011437883743872668) | > avg_loss_1: 31.547396439772385 (-0.9315627905038752)  > EPOCH: 518/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 13:57:26)   --> TIME: 2024-06-11 13:57:31 -- STEP: 9/330 -- GLOBAL_STEP: 258950 | > loss_disc: 2.4745147228240967 (2.3607038656870523) | > loss_disc_real_0: 0.08269090950489044 (0.09329474179281129) | > loss_disc_real_1: 0.2007196694612503 (0.2050719675090578) | > loss_disc_real_2: 0.2822350263595581 (0.2051442480749554) | > loss_disc_real_3: 0.24773302674293518 (0.22379450665579903) | > loss_disc_real_4: 0.27311739325523376 (0.22345517410172355) | > loss_disc_real_5: 0.25199592113494873 (0.2292402038971583) | > loss_0: 2.4745147228240967 (2.3607038656870523) | > grad_norm_0: tensor(8.4892, device='cuda:0') (tensor(8.7122, device='cuda:0')) | > loss_gen: 2.5457019805908203 (2.4370560381147595) | > loss_kl: 1.839303731918335 (1.9049349625905354) | > loss_feat: 6.742157459259033 (6.604662524329291) | > loss_mel: 18.340755462646484 (18.178115208943684) | > loss_duration: 2.088855504989624 (2.155242257648044) | > loss_1: 31.556774139404297 (31.280011283026802) | > grad_norm_1: tensor(121.8317, device='cuda:0') (tensor(84.1310, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3906 (0.3877742820315891) | > loader_time: 0.0034 (0.0033781793382432726)  --> TIME: 2024-06-11 13:57:40 -- STEP: 34/330 -- GLOBAL_STEP: 258975 | > loss_disc: 2.3364458084106445 (2.3301600848927215) | > loss_disc_real_0: 0.11024802923202515 (0.1010572205790702) | > loss_disc_real_1: 0.18816260993480682 (0.19907771708334193) | > loss_disc_real_2: 0.2062031626701355 (0.20810742106507807) | > loss_disc_real_3: 0.24550527334213257 (0.22727003211484237) | > loss_disc_real_4: 0.22046822309494019 (0.23021754359497743) | > loss_disc_real_5: 0.2207767218351364 (0.2227377729380832) | > loss_0: 2.3364458084106445 (2.3301600848927215) | > grad_norm_0: tensor(3.7366, device='cuda:0') (tensor(8.1293, device='cuda:0')) | > loss_gen: 2.5507655143737793 (2.5057149354149315) | > loss_kl: 1.8726531267166138 (1.9157756812432234) | > loss_feat: 7.417746067047119 (7.002633824067957) | > loss_mel: 17.873729705810547 (18.014364298652207) | > loss_duration: 2.055497646331787 (2.054173430975746) | > loss_1: 31.77039337158203 (31.49266242980957) | > grad_norm_1: tensor(101.2435, device='cuda:0') (tensor(88.9450, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3712 (0.3778257930980009) | > loader_time: 0.0035 (0.0036425520392025217)  --> TIME: 2024-06-11 13:57:49 -- STEP: 59/330 -- GLOBAL_STEP: 259000 | > loss_disc: 2.2971580028533936 (2.334832522828701) | > loss_disc_real_0: 0.11418107151985168 (0.10595240778589653) | > loss_disc_real_1: 0.18743720650672913 (0.19952311101606338) | > loss_disc_real_2: 0.2434627264738083 (0.20998292226912613) | > loss_disc_real_3: 0.2187553495168686 (0.22749116738974037) | > loss_disc_real_4: 0.2260850965976715 (0.22961198248095432) | > loss_disc_real_5: 0.18792548775672913 (0.22264803971274424) | > loss_0: 2.2971580028533936 (2.334832522828701) | > grad_norm_0: tensor(12.9114, device='cuda:0') (tensor(8.8561, device='cuda:0')) | > loss_gen: 2.4276366233825684 (2.4894052683296852) | > loss_kl: 1.7843236923217773 (1.9199527259600364) | > loss_feat: 7.361887454986572 (6.990694223824194) | > loss_mel: 16.997600555419922 (17.942274384579417) | > loss_duration: 1.9677839279174805 (2.027078303240114) | > loss_1: 30.539234161376953 (31.369405035245215) | > grad_norm_1: tensor(197.3974, device='cuda:0') (tensor(90.8161, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3624 (0.3713916964450125) | > loader_time: 0.0036 (0.003623037014977407) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_259000.pth  --> TIME: 2024-06-11 13:58:04 -- STEP: 84/330 -- GLOBAL_STEP: 259025 | > loss_disc: 2.325000047683716 (2.347177499816532) | > loss_disc_real_0: 0.1223394125699997 (0.10751983314929973) | > loss_disc_real_1: 0.20585715770721436 (0.19859475624703227) | > loss_disc_real_2: 0.21517084538936615 (0.21198292910343125) | > loss_disc_real_3: 0.23211435973644257 (0.2302212230861187) | > loss_disc_real_4: 0.223188579082489 (0.23047423504647754) | > loss_disc_real_5: 0.20084890723228455 (0.22282727257836432) | > loss_0: 2.325000047683716 (2.347177499816532) | > grad_norm_0: tensor(9.7152, device='cuda:0') (tensor(9.7096, device='cuda:0')) | > loss_gen: 2.4707083702087402 (2.4823075135548907) | > loss_kl: 1.7800275087356567 (1.9234512604418255) | > loss_feat: 6.668628215789795 (7.0218089535122825) | > loss_mel: 17.768327713012695 (17.935230527605327) | > loss_duration: 2.0820693969726562 (2.0177959998448696) | > loss_1: 30.76976203918457 (31.380594298953103) | > grad_norm_1: tensor(75.6551, device='cuda:0') (tensor(115.7252, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3624 (0.37195245992569703) | > loader_time: 0.0038 (0.0037013462611607145)  --> TIME: 2024-06-11 13:58:13 -- STEP: 109/330 -- GLOBAL_STEP: 259050 | > loss_disc: 2.3134913444519043 (2.3500242670741662) | > loss_disc_real_0: 0.10415045917034149 (0.10977747807398848) | > loss_disc_real_1: 0.19773544371128082 (0.1978957923727298) | > loss_disc_real_2: 0.18623681366443634 (0.21222360732905363) | > loss_disc_real_3: 0.21172864735126495 (0.22925629801706437) | > loss_disc_real_4: 0.2104039192199707 (0.23094518004207437) | > loss_disc_real_5: 0.20547407865524292 (0.22377990883424742) | > loss_0: 2.3134913444519043 (2.3500242670741662) | > grad_norm_0: tensor(21.5839, device='cuda:0') (tensor(10.4055, device='cuda:0')) | > loss_gen: 2.467984437942505 (2.481503821294242) | > loss_kl: 2.0437986850738525 (1.9232974992979557) | > loss_feat: 7.3725433349609375 (6.997804125514599) | > loss_mel: 17.96037483215332 (17.88676772861306) | > loss_duration: 1.9643282890319824 (2.0177234433112905) | > loss_1: 31.809030532836914 (31.307096673807965) | > grad_norm_1: tensor(230.6939, device='cuda:0') (tensor(124.3635, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3783 (0.37170576393057453) | > loader_time: 0.0043 (0.0037496746133226866)  --> TIME: 2024-06-11 13:58:23 -- STEP: 134/330 -- GLOBAL_STEP: 259075 | > loss_disc: 2.406553268432617 (2.3592148005072757) | > loss_disc_real_0: 0.14511239528656006 (0.11138501032186088) | > loss_disc_real_1: 0.19508078694343567 (0.19863074684320992) | > loss_disc_real_2: 0.17166218161582947 (0.21253020016115104) | > loss_disc_real_3: 0.21387679874897003 (0.23049069896562777) | > loss_disc_real_4: 0.2288956493139267 (0.23078890578515493) | > loss_disc_real_5: 0.24124141037464142 (0.22297813632150196) | > loss_0: 2.406553268432617 (2.3592148005072757) | > grad_norm_0: tensor(21.1284, device='cuda:0') (tensor(12.3741, device='cuda:0')) | > loss_gen: 2.5760326385498047 (2.477321662119965) | > loss_kl: 1.9997591972351074 (1.932543017970982) | > loss_feat: 7.5699238777160645 (7.001195711876029) | > loss_mel: 18.42740821838379 (17.879700475664283) | > loss_duration: 2.0193896293640137 (2.0204231925864735) | > loss_1: 32.59251403808594 (31.311184157186478) | > grad_norm_1: tensor(458.1950, device='cuda:0') (tensor(145.5842, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3816 (0.37299476986500757) | > loader_time: 0.004 (0.003838644098879686)  --> TIME: 2024-06-11 13:58:33 -- STEP: 159/330 -- GLOBAL_STEP: 259100 | > loss_disc: 2.3483104705810547 (2.3638278988172434) | > loss_disc_real_0: 0.12161488831043243 (0.11318077889722099) | > loss_disc_real_1: 0.22426703572273254 (0.19879920583850935) | > loss_disc_real_2: 0.21300974488258362 (0.21369589209181708) | > loss_disc_real_3: 0.24659547209739685 (0.2306067002644329) | > loss_disc_real_4: 0.20685145258903503 (0.23059636438792608) | > loss_disc_real_5: 0.2146908938884735 (0.22321659663938126) | > loss_0: 2.3483104705810547 (2.3638278988172434) | > grad_norm_0: tensor(66.2874, device='cuda:0') (tensor(16.6262, device='cuda:0')) | > loss_gen: 2.414910316467285 (2.478690964620818) | > loss_kl: 1.9463773965835571 (1.9409922991158828) | > loss_feat: 7.272247791290283 (6.999318761645623) | > loss_mel: 17.165292739868164 (17.87287035528219) | > loss_duration: 2.0414962768554688 (2.0231936682695135) | > loss_1: 30.84032440185547 (31.315066187636656) | > grad_norm_1: tensor(355.2747, device='cuda:0') (tensor(175.6136, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3874 (0.3747238048217582) | > loader_time: 0.0042 (0.003896828717405691)  --> TIME: 2024-06-11 13:58:43 -- STEP: 184/330 -- GLOBAL_STEP: 259125 | > loss_disc: 2.4519593715667725 (2.3605150580406202) | > loss_disc_real_0: 0.18550905585289001 (0.11346363930193626) | > loss_disc_real_1: 0.22772398591041565 (0.19856079878366512) | > loss_disc_real_2: 0.24325375258922577 (0.21304075703348802) | > loss_disc_real_3: 0.2684233486652374 (0.23065349532534246) | > loss_disc_real_4: 0.2593342363834381 (0.23024245554014391) | > loss_disc_real_5: 0.2539720833301544 (0.2233117774290883) | > loss_0: 2.4519593715667725 (2.3605150580406202) | > grad_norm_0: tensor(51.7578, device='cuda:0') (tensor(18.4859, device='cuda:0')) | > loss_gen: 2.558265447616577 (2.4884284864301267) | > loss_kl: 1.8746951818466187 (1.941576521033826) | > loss_feat: 7.1951823234558105 (7.012997108957042) | > loss_mel: 17.394254684448242 (17.825077357499506) | > loss_duration: 2.0573081970214844 (2.0294291053129303) | > loss_1: 31.0797061920166 (31.297508685485177) | > grad_norm_1: tensor(407.1809, device='cuda:0') (tensor(196.6417, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.3841 (0.3766125077786653) | > loader_time: 0.0045 (0.004000255595082824)  --> TIME: 2024-06-11 13:58:53 -- STEP: 209/330 -- GLOBAL_STEP: 259150 | > loss_disc: 2.3372926712036133 (2.3616272079887572) | > loss_disc_real_0: 0.08460469543933868 (0.1145141700986755) | > loss_disc_real_1: 0.1914500743150711 (0.1980392070906014) | > loss_disc_real_2: 0.1779203712940216 (0.21287017297801789) | > loss_disc_real_3: 0.21532098948955536 (0.2305989574872706) | > loss_disc_real_4: 0.20963223278522491 (0.22980219467975307) | > loss_disc_real_5: 0.21960021555423737 (0.2238104422554445) | > loss_0: 2.3372926712036133 (2.3616272079887572) | > grad_norm_0: tensor(38.7096, device='cuda:0') (tensor(21.7107, device='cuda:0')) | > loss_gen: 2.49666166305542 (2.4871493686329247) | > loss_kl: 1.9127291440963745 (1.9458610292827114) | > loss_feat: 7.325494766235352 (7.025612712476812) | > loss_mel: 17.579914093017578 (17.788602664710226) | > loss_duration: 2.1110610961914062 (2.036872527245702) | > loss_1: 31.425861358642578 (31.28409835596404) | > grad_norm_1: tensor(545.0115, device='cuda:0') (tensor(221.3154, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.388 (0.37818818343313115) | > loader_time: 0.0047 (0.00409964853496643)  --> TIME: 2024-06-11 13:59:03 -- STEP: 234/330 -- GLOBAL_STEP: 259175 | > loss_disc: 2.4819655418395996 (2.363978475586981) | > loss_disc_real_0: 0.15182293951511383 (0.11631350946795736) | > loss_disc_real_1: 0.24389328062534332 (0.1985164360485525) | > loss_disc_real_2: 0.22252649068832397 (0.21293835131785807) | > loss_disc_real_3: 0.22358664870262146 (0.2304395356366777) | > loss_disc_real_4: 0.25577834248542786 (0.22995349873080212) | > loss_disc_real_5: 0.2375514805316925 (0.22357182898837277) | > loss_0: 2.4819655418395996 (2.363978475586981) | > grad_norm_0: tensor(23.5804, device='cuda:0') (tensor(23.5158, device='cuda:0')) | > loss_gen: 2.462646484375 (2.4845583469439787) | > loss_kl: 2.048050880432129 (1.9487939548288655) | > loss_feat: 6.272703647613525 (7.008959295403244) | > loss_mel: 16.917259216308594 (17.750568536611702) | > loss_duration: 2.112302541732788 (2.0453620425656327) | > loss_1: 29.812963485717773 (31.238242263467903) | > grad_norm_1: tensor(284.4717, device='cuda:0') (tensor(236.5570, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.4143 (0.38106810639047217) | > loader_time: 0.0058 (0.004231482489496215)  --> TIME: 2024-06-11 13:59:14 -- STEP: 259/330 -- GLOBAL_STEP: 259200 | > loss_disc: 2.3382558822631836 (2.3661107869682163) | > loss_disc_real_0: 0.10902740806341171 (0.11744746969991209) | > loss_disc_real_1: 0.2126457393169403 (0.19869883398751956) | > loss_disc_real_2: 0.19858293235301971 (0.21300881899691917) | > loss_disc_real_3: 0.23191902041435242 (0.23088367605531537) | > loss_disc_real_4: 0.2142617404460907 (0.23018308587976405) | > loss_disc_real_5: 0.20515277981758118 (0.223712861883134) | > loss_0: 2.3382558822631836 (2.3661107869682163) | > grad_norm_0: tensor(16.1359, device='cuda:0') (tensor(24.1205, device='cuda:0')) | > loss_gen: 2.284724235534668 (2.4798059601581244) | > loss_kl: 2.06127667427063 (1.9529467001845018) | > loss_feat: 7.135059356689453 (7.010735784258161) | > loss_mel: 17.481441497802734 (17.714054615801366) | > loss_duration: 2.144106149673462 (2.052855889309328) | > loss_1: 31.10660743713379 (31.210399053271672) | > grad_norm_1: tensor(202.5052, device='cuda:0') (tensor(240.1454, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.419 (0.3845127291660972) | > loader_time: 0.0056 (0.004375263530775387)  --> TIME: 2024-06-11 13:59:25 -- STEP: 284/330 -- GLOBAL_STEP: 259225 | > loss_disc: 2.3449413776397705 (2.36403393997273) | > loss_disc_real_0: 0.10804545879364014 (0.117742571494424) | > loss_disc_real_1: 0.17279312014579773 (0.19848582048861083) | > loss_disc_real_2: 0.22047406435012817 (0.21280437597716362) | > loss_disc_real_3: 0.22683760523796082 (0.23008198674086114) | > loss_disc_real_4: 0.2279018610715866 (0.22991374607237292) | > loss_disc_real_5: 0.21567155420780182 (0.22320785609559274) | > loss_0: 2.3449413776397705 (2.36403393997273) | > grad_norm_0: tensor(46.2889, device='cuda:0') (tensor(24.8820, device='cuda:0')) | > loss_gen: 2.4860174655914307 (2.4795579146331472) | > loss_kl: 1.9617949724197388 (1.9567364416491817) | > loss_feat: 7.597633361816406 (7.036931147038097) | > loss_mel: 17.800291061401367 (17.68450606037194) | > loss_duration: 2.1639657020568848 (2.061742765802734) | > loss_1: 32.009700775146484 (31.219474409667537) | > grad_norm_1: tensor(395.1002, device='cuda:0') (tensor(250.5158, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.4427 (0.38986918372167667) | > loader_time: 0.0063 (0.004566265663630526)  --> TIME: 2024-06-11 13:59:37 -- STEP: 309/330 -- GLOBAL_STEP: 259250 | > loss_disc: 2.3578107357025146 (2.366870397117146) | > loss_disc_real_0: 0.14207996428012848 (0.11883109939378056) | > loss_disc_real_1: 0.1605408638715744 (0.19892962489120405) | > loss_disc_real_2: 0.21761704981327057 (0.21291159893895434) | > loss_disc_real_3: 0.2282928079366684 (0.23014260765804057) | > loss_disc_real_4: 0.22704243659973145 (0.230242811215734) | > loss_disc_real_5: 0.22395025193691254 (0.22339773829122192) | > loss_0: 2.3578107357025146 (2.366870397117146) | > grad_norm_0: tensor(70.0501, device='cuda:0') (tensor(26.0182, device='cuda:0')) | > loss_gen: 2.5192058086395264 (2.4785259904213346) | > loss_kl: 1.9836806058883667 (1.9614048845173857) | > loss_feat: 7.010487079620361 (7.0492050177071075) | > loss_mel: 16.961185455322266 (17.64607271484573) | > loss_duration: 2.2515170574188232 (2.0733021640468965) | > loss_1: 30.72607421875 (31.20851085255447) | > grad_norm_1: tensor(219.2226, device='cuda:0') (tensor(262.6490, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.4838 (0.39743607715495594) | > loader_time: 0.0076 (0.004762235197048743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6956963539123535 (2.6956963539123535) | > loss_disc_real_0: 0.09585010260343552 (0.09585010260343552) | > loss_disc_real_1: 0.2675538957118988 (0.2675538957118988) | > loss_disc_real_2: 0.2620391547679901 (0.2620391547679901) | > loss_disc_real_3: 0.2783811688423157 (0.2783811688423157) | > loss_disc_real_4: 0.24343502521514893 (0.24343502521514893) | > loss_disc_real_5: 0.21415826678276062 (0.21415826678276062) | > loss_0: 2.6956963539123535 (2.6956963539123535) | > loss_gen: 2.050570011138916 (2.050570011138916) | > loss_kl: 1.7587660551071167 (1.7587660551071167) | > loss_feat: 4.502469062805176 (4.502469062805176) | > loss_mel: 14.853575706481934 (14.853575706481934) | > loss_duration: 3.0254900455474854 (3.0254900455474854) | > loss_1: 26.19087028503418 (26.19087028503418)  --> STEP: 1 | > loss_disc: 2.1194729804992676 (2.1194729804992676) | > loss_disc_real_0: 0.10123676806688309 (0.10123676806688309) | > loss_disc_real_1: 0.21716444194316864 (0.21716444194316864) | > loss_disc_real_2: 0.15120598673820496 (0.15120598673820496) | > loss_disc_real_3: 0.1833731234073639 (0.1833731234073639) | > loss_disc_real_4: 0.1624985933303833 (0.1624985933303833) | > loss_disc_real_5: 0.22133100032806396 (0.22133100032806396) | > loss_0: 2.1194729804992676 (2.1194729804992676) | > loss_gen: 2.570265054702759 (2.570265054702759) | > loss_kl: 2.46101975440979 (2.46101975440979) | > loss_feat: 9.539501190185547 (9.539501190185547) | > loss_mel: 17.962779998779297 (17.962779998779297) | > loss_duration: 2.4274115562438965 (2.4274115562438965) | > loss_1: 34.960975646972656 (34.960975646972656)  --> STEP: 2 | > loss_disc: 2.215514659881592 (2.1674938201904297) | > loss_disc_real_0: 0.09154542535543442 (0.09639109671115875) | > loss_disc_real_1: 0.19449558854103088 (0.20583001524209976) | > loss_disc_real_2: 0.24416939914226532 (0.19768769294023514) | > loss_disc_real_3: 0.1805809885263443 (0.1819770559668541) | > loss_disc_real_4: 0.23502103984355927 (0.19875981658697128) | > loss_disc_real_5: 0.25107988715171814 (0.23620544373989105) | > loss_0: 2.215514659881592 (2.1674938201904297) | > loss_gen: 2.5013320446014404 (2.5357985496520996) | > loss_kl: 2.5345675945281982 (2.497793674468994) | > loss_feat: 6.196399211883545 (7.867950201034546) | > loss_mel: 19.806642532348633 (18.884711265563965) | > loss_duration: 2.3766837120056152 (2.402047634124756) | > loss_1: 33.41562271118164 (34.18829917907715)  --> STEP: 3 | > loss_disc: 2.4720537662506104 (2.2690138022104898) | > loss_disc_real_0: 0.1197156086564064 (0.1041659340262413) | > loss_disc_real_1: 0.1987869143486023 (0.20348231494426727) | > loss_disc_real_2: 0.2632119059562683 (0.21952909727891287) | > loss_disc_real_3: 0.25476035475730896 (0.2062381555636724) | > loss_disc_real_4: 0.22131262719631195 (0.20627742012341818) | > loss_disc_real_5: 0.24200768768787384 (0.23813952505588531) | > loss_0: 2.4720537662506104 (2.2690138022104898) | > loss_gen: 2.2567086219787598 (2.4427685737609863) | > loss_kl: 2.6583194732666016 (2.5513022740681968) | > loss_feat: 5.117589950561523 (6.951163450876872) | > loss_mel: 17.605144500732422 (18.458189010620117) | > loss_duration: 2.3122305870056152 (2.3721086184183755) | > loss_1: 29.949993133544922 (32.77553049723307)  --> STEP: 4 | > loss_disc: 2.2814247608184814 (2.272116541862488) | > loss_disc_real_0: 0.055864475667476654 (0.09209056943655014) | > loss_disc_real_1: 0.16775238513946533 (0.1945498324930668) | > loss_disc_real_2: 0.1896149218082428 (0.21205055341124535) | > loss_disc_real_3: 0.24641983211040497 (0.21628357470035553) | > loss_disc_real_4: 0.2262440323829651 (0.2112690731883049) | > loss_disc_real_5: 0.23668983578681946 (0.23777710273861885) | > loss_0: 2.2814247608184814 (2.272116541862488) | > loss_gen: 2.2011232376098633 (2.3823572397232056) | > loss_kl: 2.838796377182007 (2.623175799846649) | > loss_feat: 6.5877766609191895 (6.860316753387451) | > loss_mel: 17.891454696655273 (18.316505432128906) | > loss_duration: 2.3403658866882324 (2.36417293548584) | > loss_1: 31.859516143798828 (32.54652690887451)  --> STEP: 5 | > loss_disc: 2.2354156970977783 (2.264776372909546) | > loss_disc_real_0: 0.11574453115463257 (0.09682136178016662) | > loss_disc_real_1: 0.2053917646408081 (0.19671821892261504) | > loss_disc_real_2: 0.22110868990421295 (0.21386218070983887) | > loss_disc_real_3: 0.21902674436569214 (0.21683220863342284) | > loss_disc_real_4: 0.24913179874420166 (0.21884161829948426) | > loss_disc_real_5: 0.24067048728466034 (0.23835577964782714) | > loss_0: 2.2354156970977783 (2.264776372909546) | > loss_gen: 2.5246427059173584 (2.410814332962036) | > loss_kl: 2.4509410858154297 (2.5887288570404055) | > loss_feat: 5.7324957847595215 (6.634752559661865) | > loss_mel: 19.606487274169922 (18.57450180053711) | > loss_duration: 2.4450936317443848 (2.3803570747375487) | > loss_1: 32.75966262817383 (32.58915405273437)  --> STEP: 6 | > loss_disc: 2.2077455520629883 (2.255271236101786) | > loss_disc_real_0: 0.11736642569303513 (0.10024553909897804) | > loss_disc_real_1: 0.22145959734916687 (0.20084178199370703) | > loss_disc_real_2: 0.20465171337127686 (0.21232710282007852) | > loss_disc_real_3: 0.2527639865875244 (0.2228208382924398) | > loss_disc_real_4: 0.23310278356075287 (0.22121847917636236) | > loss_disc_real_5: 0.13587002456188202 (0.2212748204668363) | > loss_0: 2.2077455520629883 (2.255271236101786) | > loss_gen: 2.3986635208129883 (2.4087891976038613) | > loss_kl: 2.8639206886291504 (2.6345941623051963) | > loss_feat: 5.407330513000488 (6.430182218551636) | > loss_mel: 17.460058212280273 (18.388761202494305) | > loss_duration: 2.2141361236572266 (2.3526535828908286) | > loss_1: 30.3441104888916 (32.214980125427246)  --> STEP: 7 | > loss_disc: 2.0839498043060303 (2.23079674584525) | > loss_disc_real_0: 0.0693483054637909 (0.0958316485796656) | > loss_disc_real_1: 0.2454390823841095 (0.20721282490662166) | > loss_disc_real_2: 0.2429109662771225 (0.2166962261710848) | > loss_disc_real_3: 0.23995842039585114 (0.22526906430721283) | > loss_disc_real_4: 0.18810677528381348 (0.21648823576314108) | > loss_disc_real_5: 0.143450066447258 (0.2101569984640394) | > loss_0: 2.0839498043060303 (2.23079674584525) | > loss_gen: 2.784278154373169 (2.462430477142334) | > loss_kl: 3.709066152572632 (2.78809016091483) | > loss_feat: 8.653310775756836 (6.747772012438093) | > loss_mel: 18.719741821289062 (18.436044148036412) | > loss_duration: 2.554640293121338 (2.3815088272094727) | > loss_1: 36.42103958129883 (32.81584576198033)  --> STEP: 8 | > loss_disc: 2.269563674926758 (2.2356426119804382) | > loss_disc_real_0: 0.1315477341413498 (0.10029615927487612) | > loss_disc_real_1: 0.18294697999954224 (0.20417959429323673) | > loss_disc_real_2: 0.22456344962120056 (0.21767962910234928) | > loss_disc_real_3: 0.20173704624176025 (0.22232756204903126) | > loss_disc_real_4: 0.19661590456962585 (0.21400419436395168) | > loss_disc_real_5: 0.23156051337718964 (0.21283243782818317) | > loss_0: 2.269563674926758 (2.2356426119804382) | > loss_gen: 2.4166767597198486 (2.4567112624645233) | > loss_kl: 3.3829305171966553 (2.862445205450058) | > loss_feat: 8.19878101348877 (6.9291481375694275) | > loss_mel: 15.223750114440918 (18.034507393836975) | > loss_duration: 2.2592697143554688 (2.366228938102722) | > loss_1: 31.481409072875977 (32.649041175842285)  --> STEP: 9 | > loss_disc: 2.428767442703247 (2.2571009265051947) | > loss_disc_real_0: 0.3077699840068817 (0.12334880646732119) | > loss_disc_real_1: 0.2200436145067215 (0.20594226320584616) | > loss_disc_real_2: 0.2387249618768692 (0.22001799941062927) | > loss_disc_real_3: 0.2647230625152588 (0.22703817321194542) | > loss_disc_real_4: 0.2772848904132843 (0.22103538281387752) | > loss_disc_real_5: 0.2001323252916336 (0.211421314213011) | > loss_0: 2.428767442703247 (2.2571009265051947) | > loss_gen: 2.8121731281280518 (2.4962070253160267) | > loss_kl: 2.471830129623413 (2.8190435303582086) | > loss_feat: 7.693605422973633 (7.014087835947673) | > loss_mel: 19.680147171020508 (18.21735625796848) | > loss_duration: 2.18911075592041 (2.346549140082465) | > loss_1: 34.846866607666016 (32.89324400160048)  --> STEP: 10 | > loss_disc: 2.768460512161255 (2.3082368850708006) | > loss_disc_real_0: 0.16785939037799835 (0.1277998648583889) | > loss_disc_real_1: 0.2479024976491928 (0.2101382866501808) | > loss_disc_real_2: 0.26791614294052124 (0.22480781376361847) | > loss_disc_real_3: 0.234504833817482 (0.2277848392724991) | > loss_disc_real_4: 0.25369852781295776 (0.22430169731378555) | > loss_disc_real_5: 0.2667095363140106 (0.21695013642311095) | > loss_0: 2.768460512161255 (2.3082368850708006) | > loss_gen: 2.0033395290374756 (2.4469202756881714) | > loss_kl: 2.813849687576294 (2.818524146080017) | > loss_feat: 4.322713851928711 (6.744950437545777) | > loss_mel: 15.12551212310791 (17.90817184448242) | > loss_duration: 2.3376083374023438 (2.345655059814453) | > loss_1: 26.603023529052734 (32.2642219543457)  --> STEP: 11 | > loss_disc: 2.487983465194702 (2.324577483263883) | > loss_disc_real_0: 0.16927598416805267 (0.13157042115926743) | > loss_disc_real_1: 0.18923182785511017 (0.20823769948699258) | > loss_disc_real_2: 0.25020110607147217 (0.22711629488251425) | > loss_disc_real_3: 0.20979131758213043 (0.22614906457337466) | > loss_disc_real_4: 0.25353679060935974 (0.22695943306792865) | > loss_disc_real_5: 0.2528396546840668 (0.22021281990137967) | > loss_0: 2.487983465194702 (2.324577483263883) | > loss_gen: 2.261056423187256 (2.4300235618244517) | > loss_kl: 3.6839752197265625 (2.897201516411521) | > loss_feat: 6.69561243057251 (6.74046516418457) | > loss_mel: 16.411121368408203 (17.772076346657492) | > loss_duration: 2.495668649673462 (2.359292658892545) | > loss_1: 31.547433853149414 (32.19905939969149)  --> STEP: 12 | > loss_disc: 2.5812618732452393 (2.3459678490956626) | > loss_disc_real_0: 0.16707944869995117 (0.13452950678765774) | > loss_disc_real_1: 0.23450247943401337 (0.2104264311492443) | > loss_disc_real_2: 0.31350940465927124 (0.23431572069724402) | > loss_disc_real_3: 0.30977708101272583 (0.2331180659433206) | > loss_disc_real_4: 0.22093001008033752 (0.22645698115229607) | > loss_disc_real_5: 0.23111240565776825 (0.22112111871441206) | > loss_0: 2.5812618732452393 (2.3459678490956626) | > loss_gen: 2.37141489982605 (2.4251395066579184) | > loss_kl: 2.206244945526123 (2.8396218021710715) | > loss_feat: 5.508991241455078 (6.637842337290446) | > loss_mel: 16.18093490600586 (17.63948122660319) | > loss_duration: 2.278751850128174 (2.3525809248288474) | > loss_1: 28.546337127685547 (31.894665877024334)  --> STEP: 13 | > loss_disc: 2.3148298263549805 (2.3435726165771484) | > loss_disc_real_0: 0.13001307845115662 (0.13418208922331148) | > loss_disc_real_1: 0.1812000721693039 (0.2081782496892489) | > loss_disc_real_2: 0.2182609736919403 (0.2330807401583745) | > loss_disc_real_3: 0.2487873136997223 (0.23432339269381303) | > loss_disc_real_4: 0.22170163691043854 (0.22609118544138396) | > loss_disc_real_5: 0.25911784172058105 (0.22404394356104043) | > loss_0: 2.3148298263549805 (2.3435726165771484) | > loss_gen: 2.4338440895080566 (2.425809089954083) | > loss_kl: 2.5664355754852295 (2.8186074770413914) | > loss_feat: 5.574293613433838 (6.556030896993784) | > loss_mel: 17.4357852935791 (17.62381230867826) | > loss_duration: 2.201913356781006 (2.34099111190209) | > loss_1: 30.21227264404297 (31.765251012948845)  --> STEP: 14 | > loss_disc: 2.5244011878967285 (2.3564889430999756) | > loss_disc_real_0: 0.20561011135578156 (0.1392840908042022) | > loss_disc_real_1: 0.1576566994190216 (0.2045695675270898) | > loss_disc_real_2: 0.24045410752296448 (0.2336074092558452) | > loss_disc_real_3: 0.24517449736595154 (0.23509847159896577) | > loss_disc_real_4: 0.23387005925178528 (0.22664681928498404) | > loss_disc_real_5: 0.25934967398643494 (0.22656578144856862) | > loss_0: 2.5244011878967285 (2.3564889430999756) | > loss_gen: 2.2744975090026855 (2.4150011198861256) | > loss_kl: 3.309415102005005 (2.8536651645387923) | > loss_feat: 5.369183540344238 (6.471256085804531) | > loss_mel: 18.79784393310547 (17.70767171042306) | > loss_duration: 2.388767719268799 (2.344403726713998) | > loss_1: 32.13970947265625 (31.791998045785085)  --> STEP: 15 | > loss_disc: 2.719538688659668 (2.3806922594706217) | > loss_disc_real_0: 0.3986120820045471 (0.15657262355089188) | > loss_disc_real_1: 0.2217646688222885 (0.2057159076134364) | > loss_disc_real_2: 0.2977278232574463 (0.2378821035226186) | > loss_disc_real_3: 0.2851409316062927 (0.23843463559945424) | > loss_disc_real_4: 0.20318752527236938 (0.22508286635080973) | > loss_disc_real_5: 0.20867210626602173 (0.22537286976973217) | > loss_0: 2.719538688659668 (2.3806922594706217) | > loss_gen: 2.5398290157318115 (2.4233229796091718) | > loss_kl: 3.231450319290161 (2.8788508415222167) | > loss_feat: 7.689416885375977 (6.5524668057759605) | > loss_mel: 16.581844329833984 (17.632616551717124) | > loss_duration: 2.374440908432007 (2.3464062054951986) | > loss_1: 32.4169807434082 (31.833663558959962)  --> STEP: 16 | > loss_disc: 2.5383353233337402 (2.3905449509620667) | > loss_disc_real_0: 0.22056977450847626 (0.1605724454857409) | > loss_disc_real_1: 0.17601005733013153 (0.20385929197072983) | > loss_disc_real_2: 0.3117387294769287 (0.242498142644763) | > loss_disc_real_3: 0.27616676688194275 (0.24079289380460978) | > loss_disc_real_4: 0.22172030806541443 (0.22487270645797253) | > loss_disc_real_5: 0.31627869606018066 (0.2310544839128852) | > loss_0: 2.5383353233337402 (2.3905449509620667) | > loss_gen: 2.6560897827148438 (2.437870904803276) | > loss_kl: 2.7583203315734863 (2.871317684650421) | > loss_feat: 6.520212650299072 (6.550450921058655) | > loss_mel: 15.401147842407227 (17.493149757385254) | > loss_duration: 2.3641486167907715 (2.347515106201172) | > loss_1: 29.699918746948242 (31.70030450820923)  --> STEP: 17 | > loss_disc: 2.223684310913086 (2.3807296191944793) | > loss_disc_real_0: 0.08724398910999298 (0.15625900687540278) | > loss_disc_real_1: 0.1653164178133011 (0.20159206407911637) | > loss_disc_real_2: 0.27127575874328613 (0.24419094359173493) | > loss_disc_real_3: 0.2551531195640564 (0.24163761296693018) | > loss_disc_real_4: 0.1996576339006424 (0.22338946689577663) | > loss_disc_real_5: 0.22923800349235535 (0.23094763212344227) | > loss_0: 2.223684310913086 (2.3807296191944793) | > loss_gen: 2.5273096561431885 (2.443132007823271) | > loss_kl: 2.110278606414795 (2.8265506800483253) | > loss_feat: 7.310274600982666 (6.59514643164242) | > loss_mel: 17.953386306762695 (17.520222495583926) | > loss_duration: 2.484534978866577 (2.3555750987109016) | > loss_1: 32.38578414916992 (31.740626840030444)  --> STEP: 18 | > loss_disc: 2.35213565826416 (2.3791410658094616) | > loss_disc_real_0: 0.14167341589927673 (0.155448696265618) | > loss_disc_real_1: 0.18229134380817413 (0.20051980184184182) | > loss_disc_real_2: 0.22529171407222748 (0.24314098639620674) | > loss_disc_real_3: 0.22854651510715485 (0.2409103297524982) | > loss_disc_real_4: 0.26965105533599854 (0.22595955514245564) | > loss_disc_real_5: 0.3019702434539795 (0.23489333275291654) | > loss_0: 2.35213565826416 (2.3791410658094616) | > loss_gen: 2.6786293983459473 (2.4562151961856418) | > loss_kl: 2.204836130142212 (2.7920109828313193) | > loss_feat: 6.749870777130127 (6.603742228613959) | > loss_mel: 17.6501522064209 (17.527440812852646) | > loss_duration: 2.2482733726501465 (2.349613891707526) | > loss_1: 31.531761169433594 (31.729023191663956)  --> STEP: 19 | > loss_disc: 2.6310977935791016 (2.3924019462183903) | > loss_disc_real_0: 0.16518881916999817 (0.15596133431321696) | > loss_disc_real_1: 0.2411012202501297 (0.2026556659685938) | > loss_disc_real_2: 0.2218097746372223 (0.24201829104047073) | > loss_disc_real_3: 0.22106321156024933 (0.2398657445844851) | > loss_disc_real_4: 0.2619691789150238 (0.22785479849890658) | > loss_disc_real_5: 0.26089468598365784 (0.2362618250282187) | > loss_0: 2.6310977935791016 (2.3924019462183903) | > loss_gen: 2.03651762008667 (2.4341258500751697) | > loss_kl: 2.370582342147827 (2.769830528058504) | > loss_feat: 4.907418727874756 (6.514462044364528) | > loss_mel: 16.965608596801758 (17.49787069621839) | > loss_duration: 2.285013198852539 (2.346213855241474) | > loss_1: 28.565141677856445 (31.562503111989873)  --> STEP: 20 | > loss_disc: 2.4693455696105957 (2.3962491273880007) | > loss_disc_real_0: 0.13704250752925873 (0.15501539297401906) | > loss_disc_real_1: 0.1659208983182907 (0.20081892758607864) | > loss_disc_real_2: 0.2916731834411621 (0.2445010356605053) | > loss_disc_real_3: 0.24605393409729004 (0.24017515406012535) | > loss_disc_real_4: 0.24746951460838318 (0.22883553430438042) | > loss_disc_real_5: 0.21817190945148468 (0.23535732924938202) | > loss_0: 2.4693455696105957 (2.3962491273880007) | > loss_gen: 2.291036367416382 (2.4269713759422302) | > loss_kl: 2.3079886436462402 (2.7467384338378906) | > loss_feat: 5.91738748550415 (6.484608316421509) | > loss_mel: 17.58075714111328 (17.502015018463133) | > loss_duration: 2.326907157897949 (2.345248520374298) | > loss_1: 30.424076080322266 (31.505581760406493)  --> STEP: 21 | > loss_disc: 2.335043430328369 (2.3933345703851607) | > loss_disc_real_0: 0.0717257633805275 (0.15104922013623373) | > loss_disc_real_1: 0.25265926122665405 (0.20328751490229652) | > loss_disc_real_2: 0.2832252085208893 (0.24634504389195216) | > loss_disc_real_3: 0.27980050444602966 (0.24206207550707318) | > loss_disc_real_4: 0.21368961036205292 (0.22811429983093626) | > loss_disc_real_5: 0.22352203726768494 (0.23479374391692026) | > loss_0: 2.335043430328369 (2.3933345703851607) | > loss_gen: 2.41890811920166 (2.4265874113355363) | > loss_kl: 2.4154155254364014 (2.7309611524854387) | > loss_feat: 5.617692947387695 (6.443326632181804) | > loss_mel: 15.711075782775879 (17.416732197716122) | > loss_duration: 2.1611857414245605 (2.3364836261385964) | > loss_1: 28.32427978515625 (31.35409119015648)  --> STEP: 22 | > loss_disc: 2.115447759628296 (2.3807033517143945) | > loss_disc_real_0: 0.07612490653991699 (0.14764356951821933) | > loss_disc_real_1: 0.1936073899269104 (0.20284750922159714) | > loss_disc_real_2: 0.24212053418159485 (0.24615302072329956) | > loss_disc_real_3: 0.1723509281873703 (0.23889338699254123) | > loss_disc_real_4: 0.17403236031532288 (0.22565602985295383) | > loss_disc_real_5: 0.20460684597492218 (0.23342161219228397) | > loss_0: 2.115447759628296 (2.3807033517143945) | > loss_gen: 2.51751708984375 (2.430720578540455) | > loss_kl: 2.162781000137329 (2.705134781924161) | > loss_feat: 7.337670803070068 (6.483978639949452) | > loss_mel: 19.122507095336914 (17.494267420335248) | > loss_duration: 2.203185558319092 (2.3304246230558916) | > loss_1: 33.34366226196289 (31.444526238874957)  --> STEP: 23 | > loss_disc: 2.592379331588745 (2.3899066551871924) | > loss_disc_real_0: 0.12457641214132309 (0.14664064963226733) | > loss_disc_real_1: 0.19739589095115662 (0.20261048234027365) | > loss_disc_real_2: 0.25410738587379456 (0.24649886268636453) | > loss_disc_real_3: 0.2444935142993927 (0.2391368707884913) | > loss_disc_real_4: 0.21677850186824799 (0.2252700503753579) | > loss_disc_real_5: 0.20565937459468842 (0.23221455838369287) | > loss_0: 2.592379331588745 (2.3899066551871924) | > loss_gen: 2.132890224456787 (2.4177714327107305) | > loss_kl: 2.0655980110168457 (2.6773288353629736) | > loss_feat: 7.236093997955322 (6.516679307688838) | > loss_mel: 17.625329971313477 (17.49996579211691) | > loss_duration: 2.247093677520752 (2.3268015384674072) | > loss_1: 31.307004928588867 (31.43854705147121)  --> STEP: 24 | > loss_disc: 2.403900146484375 (2.390489717324575) | > loss_disc_real_0: 0.16380003094673157 (0.14735562385370335) | > loss_disc_real_1: 0.22401843965053558 (0.20350248056153455) | > loss_disc_real_2: 0.2573758661746979 (0.2469520711650451) | > loss_disc_real_3: 0.2499208301305771 (0.23958620242774487) | > loss_disc_real_4: 0.20771794021129608 (0.22453871245185533) | > loss_disc_real_5: 0.23882493376731873 (0.23248999069134393) | > loss_0: 2.403900146484375 (2.390489717324575) | > loss_gen: 2.3713624477386475 (2.4158377250035605) | > loss_kl: 2.0669145584106445 (2.6518949071566267) | > loss_feat: 5.3625946044921875 (6.468592445055644) | > loss_mel: 16.831283569335938 (17.47210403283437) | > loss_duration: 2.435454845428467 (2.3313287595907846) | > loss_1: 29.067609786987305 (31.339757998784382)  --> STEP: 25 | > loss_disc: 2.4343836307525635 (2.3922454738616943) | > loss_disc_real_0: 0.15518096089363098 (0.14766863733530045) | > loss_disc_real_1: 0.192252516746521 (0.20305248200893403) | > loss_disc_real_2: 0.2551671862602234 (0.24728067576885224) | > loss_disc_real_3: 0.24846693873405457 (0.23994143187999725) | > loss_disc_real_4: 0.15350937843322754 (0.22169753909111023) | > loss_disc_real_5: 0.15118969976902008 (0.22923797905445098) | > loss_0: 2.4343836307525635 (2.3922454738616943) | > loss_gen: 2.071829319000244 (2.402077388763428) | > loss_kl: 2.3355047702789307 (2.6392393016815188) | > loss_feat: 6.396640777587891 (6.4657143783569335) | > loss_mel: 16.280990600585938 (17.424459495544433) | > loss_duration: 2.3712921142578125 (2.3329272937774657) | > loss_1: 29.456256866455078 (31.26441795349121)  --> STEP: 26 | > loss_disc: 2.362579584121704 (2.3911044781024637) | > loss_disc_real_0: 0.18498408794403076 (0.14910384697409776) | > loss_disc_real_1: 0.17316840589046478 (0.20190309446591598) | > loss_disc_real_2: 0.11544999480247498 (0.2422102649624531) | > loss_disc_real_3: 0.13154570758342743 (0.23577236556089842) | > loss_disc_real_4: 0.11606999486684799 (0.21763494123633093) | > loss_disc_real_5: 0.11673395335674286 (0.22491090114300066) | > loss_0: 2.362579584121704 (2.3911044781024637) | > loss_gen: 2.024094581604004 (2.3875395884880657) | > loss_kl: 3.0102860927581787 (2.653510332107544) | > loss_feat: 19.837114334106445 (6.979998992039607) | > loss_mel: 22.060972213745117 (17.60278690778292) | > loss_duration: 2.314549446105957 (2.3322204534824076) | > loss_1: 49.247013092041016 (31.95605622805082) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025499325532179614 (-1.2865433326134015e-05) | > avg_loss_disc: 2.3911044781024637 (-0.005956493891202896) | > avg_loss_disc_real_0: 0.14910384697409776 (-0.05775560495945123) | > avg_loss_disc_real_1: 0.20190309446591598 (+0.022545180928248643) | > avg_loss_disc_real_2: 0.2422102649624531 (+0.042791876082236946) | > avg_loss_disc_real_3: 0.23577236556089842 (-0.003503934122048885) | > avg_loss_disc_real_4: 0.21763494123633093 (-0.02817442697974351) | > avg_loss_disc_real_5: 0.22491090114300066 (-0.02262617533023542) | > avg_loss_0: 2.3911044781024637 (-0.005956493891202896) | > avg_loss_gen: 2.3875395884880657 (-0.13066070813399033) | > avg_loss_kl: 2.653510332107544 (-0.059282972262455935) | > avg_loss_feat: 6.979998992039607 (+0.5457143049973707) | > avg_loss_mel: 17.60278690778292 (+0.04321835591242973) | > avg_loss_duration: 2.3322204534824076 (+0.009670771085298568) | > avg_loss_1: 31.95605622805082 (+0.40865978827843463)  > EPOCH: 519/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:00:09)   --> TIME: 2024-06-11 14:00:12 -- STEP: 4/330 -- GLOBAL_STEP: 259275 | > loss_disc: 2.309627056121826 (2.319463074207306) | > loss_disc_real_0: 0.08588598668575287 (0.08902306482195854) | > loss_disc_real_1: 0.1537630409002304 (0.20596757531166077) | > loss_disc_real_2: 0.21423381567001343 (0.20743264257907867) | > loss_disc_real_3: 0.22879113256931305 (0.23514564707875252) | > loss_disc_real_4: 0.218668594956398 (0.22188566997647285) | > loss_disc_real_5: 0.257995069026947 (0.2359224446117878) | > loss_0: 2.309627056121826 (2.319463074207306) | > grad_norm_0: tensor(5.8432, device='cuda:0') (tensor(6.9537, device='cuda:0')) | > loss_gen: 2.5503993034362793 (2.4917713403701782) | > loss_kl: 1.6778953075408936 (1.9184213876724243) | > loss_feat: 7.5138325691223145 (6.943455815315247) | > loss_mel: 18.736268997192383 (18.413636207580566) | > loss_duration: 2.180319309234619 (2.2001667618751526) | > loss_1: 32.65871810913086 (31.967451572418213) | > grad_norm_1: tensor(189.2288, device='cuda:0') (tensor(107.0647, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.3673 (0.3908756971359253) | > loader_time: 0.0037 (0.003637850284576416)  --> TIME: 2024-06-11 14:00:21 -- STEP: 29/330 -- GLOBAL_STEP: 259300 | > loss_disc: 2.3922173976898193 (2.3466744258485996) | > loss_disc_real_0: 0.13422271609306335 (0.10771700457252305) | > loss_disc_real_1: 0.20904092490673065 (0.19913257093265138) | > loss_disc_real_2: 0.255571573972702 (0.21439516390192098) | > loss_disc_real_3: 0.22124409675598145 (0.22744431423729863) | > loss_disc_real_4: 0.2219981849193573 (0.2298348407293188) | > loss_disc_real_5: 0.22948725521564484 (0.22421671244604835) | > loss_0: 2.3922173976898193 (2.3466744258485996) | > grad_norm_0: tensor(10.5412, device='cuda:0') (tensor(10.2295, device='cuda:0')) | > loss_gen: 2.492802143096924 (2.4909749359920106) | > loss_kl: 1.9586660861968994 (1.8854621689895104) | > loss_feat: 6.771637916564941 (7.0169949202701964) | > loss_mel: 18.33881950378418 (17.9984386049468) | > loss_duration: 2.024116039276123 (2.053139032988713) | > loss_1: 31.586040496826172 (31.445009494649952) | > grad_norm_1: tensor(181.6194, device='cuda:0') (tensor(124.4904, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.3613 (0.370742863622205) | > loader_time: 0.0032 (0.0034388016010152883)  --> TIME: 2024-06-11 14:00:31 -- STEP: 54/330 -- GLOBAL_STEP: 259325 | > loss_disc: 2.3031182289123535 (2.354718336352597) | > loss_disc_real_0: 0.10428278148174286 (0.11188120312160915) | > loss_disc_real_1: 0.17959064245224 (0.20081032233105767) | > loss_disc_real_2: 0.206487774848938 (0.21354634231991237) | > loss_disc_real_3: 0.2139909714460373 (0.2255033124928121) | > loss_disc_real_4: 0.21314916014671326 (0.23082524565634904) | > loss_disc_real_5: 0.20220887660980225 (0.2227484365856206) | > loss_0: 2.3031182289123535 (2.354718336352597) | > grad_norm_0: tensor(5.1554, device='cuda:0') (tensor(11.7121, device='cuda:0')) | > loss_gen: 2.4950008392333984 (2.4936823889061257) | > loss_kl: 1.9393945932388306 (1.896567717746452) | > loss_feat: 8.029376029968262 (7.054256598154704) | > loss_mel: 19.15660858154297 (17.968877121254252) | > loss_duration: 1.997093915939331 (2.0275019959167198) | > loss_1: 33.61747360229492 (31.4408857204296) | > grad_norm_1: tensor(70.0184, device='cuda:0') (tensor(125.8468, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.3542 (0.368804516615691) | > loader_time: 0.0038 (0.003505914299576371)  --> TIME: 2024-06-11 14:00:40 -- STEP: 79/330 -- GLOBAL_STEP: 259350 | > loss_disc: 2.2670698165893555 (2.3546842713899263) | > loss_disc_real_0: 0.10320180654525757 (0.11169275405663479) | > loss_disc_real_1: 0.19200916588306427 (0.19942754903171636) | > loss_disc_real_2: 0.1818772703409195 (0.21224850736841372) | > loss_disc_real_3: 0.2077585607767105 (0.22626827770396124) | > loss_disc_real_4: 0.21944059431552887 (0.23111336008657382) | > loss_disc_real_5: 0.21059483289718628 (0.22250142636932904) | > loss_0: 2.2670698165893555 (2.3546842713899263) | > grad_norm_0: tensor(7.8060, device='cuda:0') (tensor(12.5771, device='cuda:0')) | > loss_gen: 2.6109609603881836 (2.4860583196712445) | > loss_kl: 1.7234208583831787 (1.8965804546694212) | > loss_feat: 7.171332359313965 (7.017557922797867) | > loss_mel: 17.45380973815918 (17.92047597184966) | > loss_duration: 1.9551365375518799 (2.0163118537468248) | > loss_1: 30.914663314819336 (31.33698439296288) | > grad_norm_1: tensor(118.3119, device='cuda:0') (tensor(142.7509, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.389 (0.36958641040174267) | > loader_time: 0.0035 (0.003623600247540051)  --> TIME: 2024-06-11 14:00:50 -- STEP: 104/330 -- GLOBAL_STEP: 259375 | > loss_disc: 2.3079819679260254 (2.3604866472574386) | > loss_disc_real_0: 0.18195557594299316 (0.11450540818847142) | > loss_disc_real_1: 0.1839815080165863 (0.1990928210031528) | > loss_disc_real_2: 0.22614498436450958 (0.21322304024719274) | > loss_disc_real_3: 0.22709263861179352 (0.2278248637628097) | > loss_disc_real_4: 0.24176648259162903 (0.23186581768095493) | > loss_disc_real_5: 0.2413959950208664 (0.22254046855064538) | > loss_0: 2.3079819679260254 (2.3604866472574386) | > grad_norm_0: tensor(37.1330, device='cuda:0') (tensor(13.1306, device='cuda:0')) | > loss_gen: 2.6687815189361572 (2.4889914003702294) | > loss_kl: 2.1009671688079834 (1.9064817417126436) | > loss_feat: 7.33095645904541 (7.007536883537586) | > loss_mel: 17.50014877319336 (17.906817271159248) | > loss_duration: 2.0607357025146484 (2.0161454150309934) | > loss_1: 31.661588668823242 (31.325972593747654) | > grad_norm_1: tensor(375.4657, device='cuda:0') (tensor(146.9576, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.3719 (0.37043005228042597) | > loader_time: 0.0042 (0.0036911116196559025)  --> TIME: 2024-06-11 14:00:59 -- STEP: 129/330 -- GLOBAL_STEP: 259400 | > loss_disc: 2.4115073680877686 (2.364971565645795) | > loss_disc_real_0: 0.07603350281715393 (0.11531550258167031) | > loss_disc_real_1: 0.18057392537593842 (0.19871745553127554) | > loss_disc_real_2: 0.19164085388183594 (0.21402269890604092) | > loss_disc_real_3: 0.2626630365848541 (0.22812129395414693) | > loss_disc_real_4: 0.25443771481513977 (0.23072232144285543) | > loss_disc_real_5: 0.23783321678638458 (0.22196363132129343) | > loss_0: 2.4115073680877686 (2.364971565645795) | > grad_norm_0: tensor(21.1280, device='cuda:0') (tensor(14.8063, device='cuda:0')) | > loss_gen: 2.592740058898926 (2.4816391634386625) | > loss_kl: 1.8998417854309082 (1.9080415298772413) | > loss_feat: 6.766704082489014 (6.984875730765882) | > loss_mel: 18.53990936279297 (17.905553048895317) | > loss_duration: 1.9872794151306152 (2.0176105305205945) | > loss_1: 31.786474227905273 (31.297719896301743) | > grad_norm_1: tensor(156.9940, device='cuda:0') (tensor(162.8755, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.3668 (0.37152578294739236) | > loader_time: 0.0042 (0.003763768099999243)  --> TIME: 2024-06-11 14:01:09 -- STEP: 154/330 -- GLOBAL_STEP: 259425 | > loss_disc: 2.340259552001953 (2.363614670642011) | > loss_disc_real_0: 0.12469001114368439 (0.1165447464914291) | > loss_disc_real_1: 0.18244430422782898 (0.1995905084269388) | > loss_disc_real_2: 0.21794046461582184 (0.21406424964790222) | > loss_disc_real_3: 0.23717708885669708 (0.22760073269729492) | > loss_disc_real_4: 0.2112312614917755 (0.23014983486432533) | > loss_disc_real_5: 0.18628692626953125 (0.22109530982259032) | > loss_0: 2.340259552001953 (2.363614670642011) | > grad_norm_0: tensor(11.8177, device='cuda:0') (tensor(15.7418, device='cuda:0')) | > loss_gen: 2.520902633666992 (2.480103797726815) | > loss_kl: 1.9020286798477173 (1.9227096879637087) | > loss_feat: 7.388199329376221 (6.9836292483589855) | > loss_mel: 18.0039119720459 (17.86025324734775) | > loss_duration: 2.042102336883545 (2.020625564185055) | > loss_1: 31.857145309448242 (31.2673214503697) | > grad_norm_1: tensor(66.7082, device='cuda:0') (tensor(169.0509, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.3817 (0.3727385006941758) | > loader_time: 0.0042 (0.003849441354924982)  --> TIME: 2024-06-11 14:01:19 -- STEP: 179/330 -- GLOBAL_STEP: 259450 | > loss_disc: 2.374411106109619 (2.365489167208111) | > loss_disc_real_0: 0.12250225991010666 (0.1165247167871651) | > loss_disc_real_1: 0.21719525754451752 (0.19960243175815606) | > loss_disc_real_2: 0.22641059756278992 (0.21424452152998089) | > loss_disc_real_3: 0.21738719940185547 (0.22840868660857558) | > loss_disc_real_4: 0.2012757509946823 (0.23022382785488107) | > loss_disc_real_5: 0.22276322543621063 (0.22179855714297161) | > loss_0: 2.374411106109619 (2.365489167208111) | > grad_norm_0: tensor(9.1478, device='cuda:0') (tensor(17.3822, device='cuda:0')) | > loss_gen: 2.4937551021575928 (2.481250816217346) | > loss_kl: 2.126127243041992 (1.9350970330851038) | > loss_feat: 6.6433024406433105 (6.988946158126745) | > loss_mel: 17.032302856445312 (17.84128822028304) | > loss_duration: 2.086151123046875 (2.02655667699249) | > loss_1: 30.38163948059082 (31.27313883477749) | > grad_norm_1: tensor(462.1442, device='cuda:0') (tensor(189.9825, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.4021 (0.37523250473278197) | > loader_time: 0.0046 (0.003951778624976815)  --> TIME: 2024-06-11 14:01:29 -- STEP: 204/330 -- GLOBAL_STEP: 259475 | > loss_disc: 2.4438579082489014 (2.3618590212335766) | > loss_disc_real_0: 0.07326162606477737 (0.11653796860984728) | > loss_disc_real_1: 0.1934710592031479 (0.19931870399444715) | > loss_disc_real_2: 0.23355050384998322 (0.2132857977321335) | > loss_disc_real_3: 0.19906562566757202 (0.22849641141353869) | > loss_disc_real_4: 0.2401522397994995 (0.2299297160523779) | > loss_disc_real_5: 0.27168989181518555 (0.22205860898190855) | > loss_0: 2.4438579082489014 (2.3618590212335766) | > grad_norm_0: tensor(21.7429, device='cuda:0') (tensor(19.5379, device='cuda:0')) | > loss_gen: 2.4793360233306885 (2.4901908472472525) | > loss_kl: 2.1666364669799805 (1.9427400786502689) | > loss_feat: 7.898777484893799 (7.017223949525869) | > loss_mel: 17.80153465270996 (17.798143068949372) | > loss_duration: 2.023101806640625 (2.0339763082709954) | > loss_1: 32.369384765625 (31.28227419946708) | > grad_norm_1: tensor(375.3088, device='cuda:0') (tensor(208.1396, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.4032 (0.3771505577891481) | > loader_time: 0.0054 (0.0040907555935429584)  --> TIME: 2024-06-11 14:01:39 -- STEP: 229/330 -- GLOBAL_STEP: 259500 | > loss_disc: 2.2992849349975586 (2.360899597276246) | > loss_disc_real_0: 0.06019974872469902 (0.11749769101431796) | > loss_disc_real_1: 0.17119957506656647 (0.19907151845865378) | > loss_disc_real_2: 0.17944717407226562 (0.21302961593892378) | > loss_disc_real_3: 0.2507118582725525 (0.22870920357745808) | > loss_disc_real_4: 0.2260064035654068 (0.2296720645573462) | > loss_disc_real_5: 0.2025628387928009 (0.2217505915846887) | > loss_0: 2.2992849349975586 (2.360899597276246) | > grad_norm_0: tensor(61.4516, device='cuda:0') (tensor(22.9044, device='cuda:0')) | > loss_gen: 2.6081135272979736 (2.496716333789074) | > loss_kl: 2.01676082611084 (1.9460202866766652) | > loss_feat: 6.692072868347168 (7.037424974566463) | > loss_mel: 17.81824493408203 (17.76652087915412) | > loss_duration: 2.128429651260376 (2.042155361591988) | > loss_1: 31.263622283935547 (31.28883780766783) | > grad_norm_1: tensor(357.6716, device='cuda:0') (tensor(231.1624, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.41 (0.3799439653038458) | > loader_time: 0.0057 (0.004221854772109653) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_259500.pth  --> TIME: 2024-06-11 14:01:55 -- STEP: 254/330 -- GLOBAL_STEP: 259525 | > loss_disc: 2.1492676734924316 (2.36278182878269) | > loss_disc_real_0: 0.12062138319015503 (0.11913213328876364) | > loss_disc_real_1: 0.17141753435134888 (0.1993706392373626) | > loss_disc_real_2: 0.19695915281772614 (0.2134659229887752) | > loss_disc_real_3: 0.21417589485645294 (0.22864996166679802) | > loss_disc_real_4: 0.20629185438156128 (0.22913648880372836) | > loss_disc_real_5: 0.20151333510875702 (0.22147120846303428) | > loss_0: 2.1492676734924316 (2.36278182878269) | > grad_norm_0: tensor(31.1049, device='cuda:0') (tensor(25.2347, device='cuda:0')) | > loss_gen: 2.7104005813598633 (2.4943123492668913) | > loss_kl: 2.100275993347168 (1.9503276916000787) | > loss_feat: 8.614173889160156 (7.036440000759334) | > loss_mel: 17.768396377563477 (17.725268814507427) | > loss_duration: 2.0851001739501953 (2.0493150818066335) | > loss_1: 33.278343200683594 (31.255663871765137) | > grad_norm_1: tensor(627.4718, device='cuda:0') (tensor(245.9597, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.4317 (0.38433725721254125) | > loader_time: 0.006 (0.004390629257742815)  --> TIME: 2024-06-11 14:02:06 -- STEP: 279/330 -- GLOBAL_STEP: 259550 | > loss_disc: 2.4163827896118164 (2.3638672871401663) | > loss_disc_real_0: 0.10448592156171799 (0.11965638619437012) | > loss_disc_real_1: 0.20343776047229767 (0.1994915597114085) | > loss_disc_real_2: 0.24466638267040253 (0.21341170445351615) | > loss_disc_real_3: 0.22706256806850433 (0.228825254465944) | > loss_disc_real_4: 0.2572508752346039 (0.2294587221624176) | > loss_disc_real_5: 0.23004506528377533 (0.22191203441671148) | > loss_0: 2.4163827896118164 (2.3638672871401663) | > grad_norm_0: tensor(37.4729, device='cuda:0') (tensor(25.5960, device='cuda:0')) | > loss_gen: 2.544991970062256 (2.4912519360955883) | > loss_kl: 1.9855029582977295 (1.9564229493500085) | > loss_feat: 7.517860412597656 (7.043696447939855) | > loss_mel: 17.174007415771484 (17.681710403879904) | > loss_duration: 2.1426033973693848 (2.0584507424344296) | > loss_1: 31.364967346191406 (31.231532407917857) | > grad_norm_1: tensor(507.8325, device='cuda:0') (tensor(255.7990, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.4335 (0.3890045688998315) | > loader_time: 0.0065 (0.0045589922149548824)  --> TIME: 2024-06-11 14:02:18 -- STEP: 304/330 -- GLOBAL_STEP: 259575 | > loss_disc: 2.611156940460205 (2.365154023233213) | > loss_disc_real_0: 0.15862888097763062 (0.1206626687076335) | > loss_disc_real_1: 0.21989963948726654 (0.1998893578389758) | > loss_disc_real_2: 0.20068782567977905 (0.21333991451875156) | > loss_disc_real_3: 0.233415424823761 (0.22868772978453258) | > loss_disc_real_4: 0.25965479016304016 (0.22898576207655041) | > loss_disc_real_5: 0.2051675170660019 (0.22175132723427138) | > loss_0: 2.611156940460205 (2.365154023233213) | > grad_norm_0: tensor(54.5760, device='cuda:0') (tensor(26.8764, device='cuda:0')) | > loss_gen: 2.3931424617767334 (2.4903431174002177) | > loss_kl: 2.034518241882324 (1.9622466548493034) | > loss_feat: 7.0866241455078125 (7.057039513399725) | > loss_mel: 16.93572235107422 (17.64249926491786) | > loss_duration: 2.210627555847168 (2.0689777920120633) | > loss_1: 30.66063690185547 (31.221106265720568) | > grad_norm_1: tensor(160.5461, device='cuda:0') (tensor(269.8906, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.4837 (0.3955292937002683) | > loader_time: 0.0083 (0.004745728091189736)  --> TIME: 2024-06-11 14:02:46 -- STEP: 329/330 -- GLOBAL_STEP: 259600 | > loss_disc: 2.450148582458496 (2.369969793366082) | > loss_disc_real_0: 0.2021615207195282 (0.12265656923586474) | > loss_disc_real_1: 0.14308808743953705 (0.19989780678575167) | > loss_disc_real_2: 0.2385767549276352 (0.21346698203166564) | > loss_disc_real_3: 0.2581992447376251 (0.22928539326125727) | > loss_disc_real_4: 0.22116483747959137 (0.2286821111900828) | > loss_disc_real_5: 0.2725521922111511 (0.2224724645582014) | > loss_0: 2.450148582458496 (2.369969793366082) | > grad_norm_0: tensor(15.8355, device='cuda:0') (tensor(27.8676, device='cuda:0')) | > loss_gen: 2.6256020069122314 (2.4922768953723384) | > loss_kl: 2.0953967571258545 (1.9703365611450288) | > loss_feat: 10.250960350036621 (7.165616307939801) | > loss_mel: 18.68830680847168 (17.630769207847138) | > loss_duration: 2.3109099864959717 (2.0830539127975976) | > loss_1: 35.97117614746094 (31.342052819156358) | > grad_norm_1: tensor(261.1266, device='cuda:0') (tensor(277.4491, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 14.2585 (0.45030097033839805) | > loader_time: 0.0342 (0.0052265526675888095)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9112193584442139 (1.9112193584442139) | > loss_disc_real_0: 0.06706312298774719 (0.06706312298774719) | > loss_disc_real_1: 0.22082599997520447 (0.22082599997520447) | > loss_disc_real_2: 0.2236131727695465 (0.2236131727695465) | > loss_disc_real_3: 0.1614987552165985 (0.1614987552165985) | > loss_disc_real_4: 0.2167101502418518 (0.2167101502418518) | > loss_disc_real_5: 0.14748194813728333 (0.14748194813728333) | > loss_0: 1.9112193584442139 (1.9112193584442139) | > loss_gen: 2.756077527999878 (2.756077527999878) | > loss_kl: 2.6101462841033936 (2.6101462841033936) | > loss_feat: 8.527074813842773 (8.527074813842773) | > loss_mel: 17.637226104736328 (17.637226104736328) | > loss_duration: 3.0228500366210938 (3.0228500366210938) | > loss_1: 34.553375244140625 (34.553375244140625)  --> STEP: 1 | > loss_disc: 2.342715263366699 (2.342715263366699) | > loss_disc_real_0: 0.09226176887750626 (0.09226176887750626) | > loss_disc_real_1: 0.28660327196121216 (0.28660327196121216) | > loss_disc_real_2: 0.2109864503145218 (0.2109864503145218) | > loss_disc_real_3: 0.17253953218460083 (0.17253953218460083) | > loss_disc_real_4: 0.203068807721138 (0.203068807721138) | > loss_disc_real_5: 0.1776464283466339 (0.1776464283466339) | > loss_0: 2.342715263366699 (2.342715263366699) | > loss_gen: 2.3011016845703125 (2.3011016845703125) | > loss_kl: 2.6547837257385254 (2.6547837257385254) | > loss_feat: 7.366060733795166 (7.366060733795166) | > loss_mel: 16.92537498474121 (16.92537498474121) | > loss_duration: 2.416578531265259 (2.416578531265259) | > loss_1: 31.66390037536621 (31.66390037536621)  --> STEP: 2 | > loss_disc: 2.3350424766540527 (2.338878870010376) | > loss_disc_real_0: 0.055581092834472656 (0.07392143085598946) | > loss_disc_real_1: 0.2769598662853241 (0.2817815691232681) | > loss_disc_real_2: 0.24628223478794098 (0.22863434255123138) | > loss_disc_real_3: 0.15987204015254974 (0.1662057861685753) | > loss_disc_real_4: 0.2085760086774826 (0.2058224081993103) | > loss_disc_real_5: 0.23711049556732178 (0.20737846195697784) | > loss_0: 2.3350424766540527 (2.338878870010376) | > loss_gen: 2.3165225982666016 (2.308812141418457) | > loss_kl: 2.1951889991760254 (2.4249863624572754) | > loss_feat: 5.959898471832275 (6.662979602813721) | > loss_mel: 19.58930778503418 (18.257341384887695) | > loss_duration: 2.477240562438965 (2.446909546852112) | > loss_1: 32.53815841674805 (32.10102939605713)  --> STEP: 3 | > loss_disc: 2.297626256942749 (2.3251279989878335) | > loss_disc_real_0: 0.09617920219898224 (0.08134068797032039) | > loss_disc_real_1: 0.16340993344783783 (0.24232435723145804) | > loss_disc_real_2: 0.2659114897251129 (0.24106005827585855) | > loss_disc_real_3: 0.20482231676578522 (0.17907796303431192) | > loss_disc_real_4: 0.18406236171722412 (0.19856905937194824) | > loss_disc_real_5: 0.17707154154777527 (0.1972761551539103) | > loss_0: 2.297626256942749 (2.3251279989878335) | > loss_gen: 2.188807964324951 (2.268810749053955) | > loss_kl: 3.2676589488983154 (2.7058772246042886) | > loss_feat: 5.8728928565979 (6.399617354075114) | > loss_mel: 19.208810806274414 (18.57449785868327) | > loss_duration: 2.310917615890503 (2.401578903198242) | > loss_1: 32.84908676147461 (32.35038185119629)  --> STEP: 4 | > loss_disc: 2.3315274715423584 (2.326727867126465) | > loss_disc_real_0: 0.04895951598882675 (0.07324539497494698) | > loss_disc_real_1: 0.2623887062072754 (0.24734044447541237) | > loss_disc_real_2: 0.16886408627033234 (0.223011065274477) | > loss_disc_real_3: 0.24538277089595795 (0.19565416499972343) | > loss_disc_real_4: 0.23801204562187195 (0.20842980593442917) | > loss_disc_real_5: 0.18386304378509521 (0.19392287731170654) | > loss_0: 2.3315274715423584 (2.326727867126465) | > loss_gen: 2.251913547515869 (2.2645864486694336) | > loss_kl: 3.6262712478637695 (2.935975730419159) | > loss_feat: 6.48751163482666 (6.4215909242630005) | > loss_mel: 17.903602600097656 (18.406774044036865) | > loss_duration: 2.3690667152404785 (2.3934508562088013) | > loss_1: 32.63836669921875 (32.422378063201904)  --> STEP: 5 | > loss_disc: 2.370952606201172 (2.3355728149414063) | > loss_disc_real_0: 0.17318958044052124 (0.09323423206806183) | > loss_disc_real_1: 0.23762525618076324 (0.24539740681648253) | > loss_disc_real_2: 0.2897643744945526 (0.23636172711849213) | > loss_disc_real_3: 0.17103052139282227 (0.1907294362783432) | > loss_disc_real_4: 0.20237521827220917 (0.20721888840198516) | > loss_disc_real_5: 0.17075347900390625 (0.18928899765014648) | > loss_0: 2.370952606201172 (2.3355728149414063) | > loss_gen: 2.4386589527130127 (2.2994009494781493) | > loss_kl: 2.3103761672973633 (2.8108558177948) | > loss_feat: 7.269252300262451 (6.59112319946289) | > loss_mel: 19.45274543762207 (18.615968322753908) | > loss_duration: 2.3390965461730957 (2.3825799942016603) | > loss_1: 33.81013107299805 (32.69992866516113)  --> STEP: 6 | > loss_disc: 2.3210201263427734 (2.3331473668416343) | > loss_disc_real_0: 0.1550644487142563 (0.10353926817576091) | > loss_disc_real_1: 0.27845144271850586 (0.2509064128001531) | > loss_disc_real_2: 0.24512919783592224 (0.2378229722380638) | > loss_disc_real_3: 0.18210649490356445 (0.18929227938254675) | > loss_disc_real_4: 0.19297067821025848 (0.20484418670336405) | > loss_disc_real_5: 0.16196925938129425 (0.1847357079386711) | > loss_0: 2.3210201263427734 (2.3331473668416343) | > loss_gen: 2.4901907444000244 (2.3311992486317954) | > loss_kl: 2.7797200679779053 (2.805666526158651) | > loss_feat: 6.588516712188721 (6.590688784917195) | > loss_mel: 18.789344787597656 (18.644864400227863) | > loss_duration: 2.159757137298584 (2.345442851384481) | > loss_1: 32.80752944946289 (32.717862129211426)  --> STEP: 7 | > loss_disc: 2.2646217346191406 (2.3233579908098494) | > loss_disc_real_0: 0.08626067638397217 (0.10107089791979108) | > loss_disc_real_1: 0.16271518170833588 (0.23830766550132207) | > loss_disc_real_2: 0.2527978718280792 (0.239962243608066) | > loss_disc_real_3: 0.16320231556892395 (0.18556514169488633) | > loss_disc_real_4: 0.14375893771648407 (0.1961177225623812) | > loss_disc_real_5: 0.15098093450069427 (0.17991359744753158) | > loss_0: 2.2646217346191406 (2.3233579908098494) | > loss_gen: 2.004284620285034 (2.284497158867972) | > loss_kl: 3.6035473346710205 (2.919649498803275) | > loss_feat: 6.616823673248291 (6.594422340393066) | > loss_mel: 20.412490844726562 (18.897382463727677) | > loss_duration: 2.5202627182006836 (2.3704171180725098) | > loss_1: 35.15740966796875 (33.06636892046247)  --> STEP: 8 | > loss_disc: 2.115668773651123 (2.2973968386650085) | > loss_disc_real_0: 0.1296166628599167 (0.10463911853730679) | > loss_disc_real_1: 0.20439118146896362 (0.23406810499727726) | > loss_disc_real_2: 0.24177315831184387 (0.24018860794603825) | > loss_disc_real_3: 0.20219337940216064 (0.18764367140829563) | > loss_disc_real_4: 0.16248425841331482 (0.1919135395437479) | > loss_disc_real_5: 0.18102136254310608 (0.18005206808447838) | > loss_0: 2.115668773651123 (2.2973968386650085) | > loss_gen: 2.801971435546875 (2.349181443452835) | > loss_kl: 2.896275281906128 (2.9167277216911316) | > loss_feat: 11.652255058288574 (7.226651430130005) | > loss_mel: 19.203706741333008 (18.935672998428345) | > loss_duration: 2.282388210296631 (2.359413504600525) | > loss_1: 38.83659362792969 (33.787647008895874)  --> STEP: 9 | > loss_disc: 2.3872339725494385 (2.307378742429945) | > loss_disc_real_0: 0.17914660274982452 (0.1129177278942532) | > loss_disc_real_1: 0.23104870319366455 (0.23373261590798697) | > loss_disc_real_2: 0.222263365983963 (0.23819691439469656) | > loss_disc_real_3: 0.21997471153736115 (0.19123600920041403) | > loss_disc_real_4: 0.21427148580551147 (0.19439775579505497) | > loss_disc_real_5: 0.19557234644889832 (0.18177654345830283) | > loss_0: 2.3872339725494385 (2.307378742429945) | > loss_gen: 2.4824111461639404 (2.363984743754069) | > loss_kl: 2.871657609939575 (2.9117199314965143) | > loss_feat: 6.78500509262085 (7.17757961485121) | > loss_mel: 18.08133888244629 (18.84074698554145) | > loss_duration: 2.176388740539551 (2.339077419704861) | > loss_1: 32.39680099487305 (33.63310856289334)  --> STEP: 10 | > loss_disc: 2.53399658203125 (2.330040526390076) | > loss_disc_real_0: 0.2174781858921051 (0.12337377369403839) | > loss_disc_real_1: 0.31366854906082153 (0.24172620922327043) | > loss_disc_real_2: 0.30491137504577637 (0.24486836045980453) | > loss_disc_real_3: 0.24406005442142487 (0.1965184137225151) | > loss_disc_real_4: 0.2871084213256836 (0.20366882234811784) | > loss_disc_real_5: 0.28674477338790894 (0.19227336645126342) | > loss_0: 2.53399658203125 (2.330040526390076) | > loss_gen: 2.753591775894165 (2.4029454469680784) | > loss_kl: 2.841607093811035 (2.904708647727966) | > loss_feat: 5.273716449737549 (6.987193298339844) | > loss_mel: 18.051280975341797 (18.761800384521486) | > loss_duration: 2.313661813735962 (2.336535859107971) | > loss_1: 31.233858108520508 (33.39318351745605)  --> STEP: 11 | > loss_disc: 2.5332870483398438 (2.348517482930964) | > loss_disc_real_0: 0.10471923649311066 (0.12167790667577223) | > loss_disc_real_1: 0.23070128262043 (0.24072394316846674) | > loss_disc_real_2: 0.26059505343437195 (0.24629805982112885) | > loss_disc_real_3: 0.2074459344148636 (0.19751182469454678) | > loss_disc_real_4: 0.2254820466041565 (0.20565184273503043) | > loss_disc_real_5: 0.23806661367416382 (0.19643638892607254) | > loss_0: 2.5332870483398438 (2.348517482930964) | > loss_gen: 2.233947992324829 (2.3875820420005103) | > loss_kl: 3.856715440750122 (2.9912547198208896) | > loss_feat: 6.23516321182251 (6.918826926838268) | > loss_mel: 16.87889862060547 (18.590627496892754) | > loss_duration: 2.5452356338500977 (2.35550856590271) | > loss_1: 31.749961853027344 (33.24379972978072)  --> STEP: 12 | > loss_disc: 2.145923614501953 (2.3316346605618796) | > loss_disc_real_0: 0.09994256496429443 (0.11986662819981575) | > loss_disc_real_1: 0.2973457872867584 (0.24544243017832437) | > loss_disc_real_2: 0.23834297060966492 (0.2456351357201735) | > loss_disc_real_3: 0.17945513129234314 (0.19600710024436316) | > loss_disc_real_4: 0.1424260437488556 (0.2003830261528492) | > loss_disc_real_5: 0.11032205075025558 (0.1892601940780878) | > loss_0: 2.145923614501953 (2.3316346605618796) | > loss_gen: 2.4740376472473145 (2.394786675771077) | > loss_kl: 2.3488285541534424 (2.937719206015269) | > loss_feat: 6.471634864807129 (6.881560921669006) | > loss_mel: 15.159954071044922 (18.304738044738766) | > loss_duration: 2.270768880844116 (2.3484469254811606) | > loss_1: 28.725223541259766 (32.86725171407064)  --> STEP: 13 | > loss_disc: 2.634347677230835 (2.354920277228722) | > loss_disc_real_0: 0.17259502410888672 (0.12392265865435967) | > loss_disc_real_1: 0.3206633925437927 (0.2512286580525912) | > loss_disc_real_2: 0.25834229588508606 (0.24661260957901293) | > loss_disc_real_3: 0.24285393953323364 (0.19961070326658395) | > loss_disc_real_4: 0.2320035696029663 (0.20281537564901206) | > loss_disc_real_5: 0.2391752302646637 (0.19309981224628595) | > loss_0: 2.634347677230835 (2.354920277228722) | > loss_gen: 2.173546552658081 (2.3777682047623854) | > loss_kl: 3.017400026321411 (2.943848499884972) | > loss_feat: 5.9502482414245605 (6.809921484727126) | > loss_mel: 15.334010124206543 (18.076220512390133) | > loss_duration: 2.2402710914611816 (2.340125707479624) | > loss_1: 28.71547508239746 (32.547884280865006)  --> STEP: 14 | > loss_disc: 2.464540481567383 (2.362750291824341) | > loss_disc_real_0: 0.14000749588012695 (0.12507157559905732) | > loss_disc_real_1: 0.3580491542816162 (0.25885869349752155) | > loss_disc_real_2: 0.2385975420475006 (0.2460401047553335) | > loss_disc_real_3: 0.19760632514953613 (0.19946753340108053) | > loss_disc_real_4: 0.2526469826698303 (0.20637477615049907) | > loss_disc_real_5: 0.22576625645160675 (0.19543312968952314) | > loss_0: 2.464540481567383 (2.362750291824341) | > loss_gen: 2.561650514602661 (2.390902655465262) | > loss_kl: 3.8770713806152344 (3.010507277079991) | > loss_feat: 5.67724084854126 (6.729015724999564) | > loss_mel: 17.485334396362305 (18.034014361245287) | > loss_duration: 2.434911012649536 (2.346896086420332) | > loss_1: 32.03620910644531 (32.51133605412074)  --> STEP: 15 | > loss_disc: 2.2773447036743164 (2.3570565859476726) | > loss_disc_real_0: 0.10114290565252304 (0.12347633093595503) | > loss_disc_real_1: 0.2231263667345047 (0.2564765383799871) | > loss_disc_real_2: 0.22314044833183289 (0.24451346099376678) | > loss_disc_real_3: 0.2775619924068451 (0.20467383066813152) | > loss_disc_real_4: 0.15710249543190002 (0.2030899574359258) | > loss_disc_real_5: 0.2230938971042633 (0.19727718085050583) | > loss_0: 2.2773447036743164 (2.3570565859476726) | > loss_gen: 2.4915823936462402 (2.3976146380106607) | > loss_kl: 3.285567283630371 (3.028844610850016) | > loss_feat: 7.040138244628906 (6.749757226308187) | > loss_mel: 16.486690521240234 (17.930859438578285) | > loss_duration: 2.382646083831787 (2.3492794195810953) | > loss_1: 31.686626434326172 (32.4563554128011)  --> STEP: 16 | > loss_disc: 2.622044563293457 (2.373618334531784) | > loss_disc_real_0: 0.1715037077665329 (0.12647804198786616) | > loss_disc_real_1: 0.37860745191574097 (0.2641097204759717) | > loss_disc_real_2: 0.29346951842308044 (0.2475732145830989) | > loss_disc_real_3: 0.2078661471605301 (0.20487335044890642) | > loss_disc_real_4: 0.1623447984457016 (0.2005433849990368) | > loss_disc_real_5: 0.22539351880550385 (0.1990344519726932) | > loss_0: 2.622044563293457 (2.373618334531784) | > loss_gen: 2.275355100631714 (2.3899734169244766) | > loss_kl: 2.711465358734131 (3.0090084075927734) | > loss_feat: 7.639499187469482 (6.805366098880768) | > loss_mel: 14.339436531066895 (17.706395506858822) | > loss_duration: 2.360236644744873 (2.3499642461538315) | > loss_1: 29.325992584228516 (32.26070773601532)  --> STEP: 17 | > loss_disc: 2.367811679840088 (2.3732767666087433) | > loss_disc_real_0: 0.16023972630500793 (0.12846402341828628) | > loss_disc_real_1: 0.22201913595199585 (0.26163380373926726) | > loss_disc_real_2: 0.26685044169425964 (0.24870716911904953) | > loss_disc_real_3: 0.22851698100566864 (0.20626415224636302) | > loss_disc_real_4: 0.19796834886074066 (0.20039191228501937) | > loss_disc_real_5: 0.2665107250213623 (0.20300364450496786) | > loss_0: 2.367811679840088 (2.3732767666087433) | > loss_gen: 2.4710826873779297 (2.3947445504805622) | > loss_kl: 2.386394500732422 (2.9723840601303997) | > loss_feat: 6.400582790374756 (6.781555316027473) | > loss_mel: 16.928112030029297 (17.66061412586885) | > loss_duration: 2.4478297233581543 (2.3557210389305565) | > loss_1: 30.634002685546875 (32.16501920363482)  --> STEP: 18 | > loss_disc: 2.5309877395629883 (2.3820384873284235) | > loss_disc_real_0: 0.06277350336313248 (0.12481455008188884) | > loss_disc_real_1: 0.2188299298286438 (0.2592558107442326) | > loss_disc_real_2: 0.2623288035392761 (0.24946392658683988) | > loss_disc_real_3: 0.2394973337650299 (0.20811044010851118) | > loss_disc_real_4: 0.20938551425933838 (0.2008915568391482) | > loss_disc_real_5: 0.2697737216949463 (0.20671309323774445) | > loss_0: 2.5309877395629883 (2.3820384873284235) | > loss_gen: 2.231977939605713 (2.385701960987515) | > loss_kl: 2.7369394302368164 (2.9593038029140897) | > loss_feat: 9.651598930358887 (6.94100218349033) | > loss_mel: 18.484128952026367 (17.706364949544266) | > loss_duration: 2.2269351482391357 (2.3485662672254772) | > loss_1: 35.331581115722656 (32.34093930986192)  --> STEP: 19 | > loss_disc: 2.2968738079071045 (2.377556135779933) | > loss_disc_real_0: 0.09646418690681458 (0.12332242570425335) | > loss_disc_real_1: 0.24374905228614807 (0.25843966556222814) | > loss_disc_real_2: 0.24215568602085114 (0.24907928234652468) | > loss_disc_real_3: 0.18456430733203888 (0.20687116996238106) | > loss_disc_real_4: 0.1653871089220047 (0.19902290168561435) | > loss_disc_real_5: 0.17124393582344055 (0.20484629547909686) | > loss_0: 2.2968738079071045 (2.377556135779933) | > loss_gen: 2.395367383956909 (2.386210667459588) | > loss_kl: 2.268123149871826 (2.922925873806602) | > loss_feat: 9.037351608276367 (7.051336363742226) | > loss_mel: 17.695934295654297 (17.705815967760582) | > loss_duration: 2.3211865425109863 (2.3471252290826095) | > loss_1: 33.71796417236328 (32.413414302625156)  --> STEP: 20 | > loss_disc: 2.634183406829834 (2.390387499332428) | > loss_disc_real_0: 0.17464177310466766 (0.12588839307427407) | > loss_disc_real_1: 0.20093855261802673 (0.25556460991501806) | > loss_disc_real_2: 0.25829967856407166 (0.24954030215740203) | > loss_disc_real_3: 0.1770075559616089 (0.20537798926234246) | > loss_disc_real_4: 0.23128607869148254 (0.20063606053590774) | > loss_disc_real_5: 0.17384009063243866 (0.20329598523676395) | > loss_0: 2.634183406829834 (2.390387499332428) | > loss_gen: 2.0195891857147217 (2.367879593372345) | > loss_kl: 2.463184118270874 (2.8999387860298156) | > loss_feat: 5.51044225692749 (6.974291658401489) | > loss_mel: 18.990245819091797 (17.770037460327142) | > loss_duration: 2.3346948623657227 (2.3465037107467652) | > loss_1: 31.318153381347656 (32.35865125656128)  --> STEP: 21 | > loss_disc: 2.363468647003174 (2.389105649221511) | > loss_disc_real_0: 0.08876387774944305 (0.12412055901118688) | > loss_disc_real_1: 0.3050762116909027 (0.25792230523767923) | > loss_disc_real_2: 0.19736579060554504 (0.2470558016073136) | > loss_disc_real_3: 0.23146821558475494 (0.20662038099198116) | > loss_disc_real_4: 0.2179732620716095 (0.20146164156141735) | > loss_disc_real_5: 0.2810613811016083 (0.20699909932556607) | > loss_0: 2.363468647003174 (2.389105649221511) | > loss_gen: 2.3513402938842773 (2.367092007682437) | > loss_kl: 2.7905147075653076 (2.894728115626744) | > loss_feat: 5.417734622955322 (6.900169894808815) | > loss_mel: 15.902161598205566 (17.681090990702305) | > loss_duration: 2.1797080039978027 (2.3385610580444336) | > loss_1: 28.64145851135254 (32.181642078218005)  --> STEP: 22 | > loss_disc: 2.3959336280822754 (2.3894160118970005) | > loss_disc_real_0: 0.0923752635717392 (0.12267759103666652) | > loss_disc_real_1: 0.27706775069236755 (0.25879255275834684) | > loss_disc_real_2: 0.29406869411468506 (0.2491927512667396) | > loss_disc_real_3: 0.19538335502147675 (0.20610960708423096) | > loss_disc_real_4: 0.26872918009757996 (0.20451925694942474) | > loss_disc_real_5: 0.19230717420578003 (0.20633128454739397) | > loss_0: 2.3959336280822754 (2.3894160118970005) | > loss_gen: 2.5270044803619385 (2.374360756440596) | > loss_kl: 2.4225776195526123 (2.873266729441556) | > loss_feat: 6.4980058670043945 (6.881889711726796) | > loss_mel: 16.91031837463379 (17.6460558717901) | > loss_duration: 2.1892335414886475 (2.331773443655534) | > loss_1: 30.54714012145996 (32.107346534729004)  --> STEP: 23 | > loss_disc: 2.6047451496124268 (2.39877814831941) | > loss_disc_real_0: 0.1570652723312378 (0.12417270761469136) | > loss_disc_real_1: 0.2540871202945709 (0.2585879687381826) | > loss_disc_real_2: 0.23562349379062653 (0.24860278355038684) | > loss_disc_real_3: 0.2289508581161499 (0.20710270495518393) | > loss_disc_real_4: 0.22513461112976074 (0.20541557669639587) | > loss_disc_real_5: 0.2534313499927521 (0.20837911347980084) | > loss_0: 2.6047451496124268 (2.39877814831941) | > loss_gen: 2.159982204437256 (2.3650399498317554) | > loss_kl: 2.235215425491333 (2.845525368400242) | > loss_feat: 5.19826602935791 (6.808688682058583) | > loss_mel: 17.366302490234375 (17.633892681287676) | > loss_duration: 2.2362821102142334 (2.3276216465493906) | > loss_1: 29.196048736572266 (31.980768369591754)  --> STEP: 24 | > loss_disc: 2.136138677597046 (2.387834837039312) | > loss_disc_real_0: 0.09309662133455276 (0.12287787068635225) | > loss_disc_real_1: 0.1795664131641388 (0.2552954039225975) | > loss_disc_real_2: 0.2608238756656647 (0.24911199572185674) | > loss_disc_real_3: 0.17779502272605896 (0.2058815515289704) | > loss_disc_real_4: 0.15694358944892883 (0.20339591056108475) | > loss_disc_real_5: 0.13081730902194977 (0.20514737162739038) | > loss_0: 2.136138677597046 (2.387834837039312) | > loss_gen: 2.3382301330566406 (2.363922874132792) | > loss_kl: 2.1327414512634277 (2.8158260385195413) | > loss_feat: 7.349645137786865 (6.831228534380595) | > loss_mel: 17.56982421875 (17.631223162015274) | > loss_duration: 2.375681161880493 (2.329624126354853) | > loss_1: 31.766122817993164 (31.971824804941814)  --> STEP: 25 | > loss_disc: 2.6570653915405273 (2.3986040592193603) | > loss_disc_real_0: 0.13654500246047974 (0.12342455595731736) | > loss_disc_real_1: 0.3186279237270355 (0.25782870471477504) | > loss_disc_real_2: 0.304098516702652 (0.25131145656108855) | > loss_disc_real_3: 0.22556298971176147 (0.20666880905628204) | > loss_disc_real_4: 0.2356216460466385 (0.2046849399805069) | > loss_disc_real_5: 0.20074468851089478 (0.20497126430273055) | > loss_0: 2.6570653915405273 (2.3986040592193603) | > loss_gen: 2.0727367401123047 (2.3522754287719727) | > loss_kl: 2.143205404281616 (2.7889212131500245) | > loss_feat: 3.539738893508911 (6.6995689487457275) | > loss_mel: 13.594993591308594 (17.469773979187007) | > loss_duration: 2.3315165042877197 (2.329699821472168) | > loss_1: 23.682191848754883 (31.640239486694338)  --> STEP: 26 | > loss_disc: 2.0717952251434326 (2.3860344886779785) | > loss_disc_real_0: 0.08510701358318329 (0.12195080432754296) | > loss_disc_real_1: 0.21240468323230743 (0.2560816269654494) | > loss_disc_real_2: 0.27441301941871643 (0.2521999782094589) | > loss_disc_real_3: 0.1358313262462616 (0.20394429048666587) | > loss_disc_real_4: 0.14304882287979126 (0.20231432009201783) | > loss_disc_real_5: 0.13800795376300812 (0.2023957523588951) | > loss_0: 2.0717952251434326 (2.3860344886779785) | > loss_gen: 3.0160365104675293 (2.377804701144879) | > loss_kl: 2.334784984588623 (2.7714544351284323) | > loss_feat: 12.824227333068848 (6.935132732758155) | > loss_mel: 17.908828735351562 (17.48666070057795) | > loss_duration: 2.3135194778442383 (2.3290775005634012) | > loss_1: 38.397396087646484 (31.900130125192497) --> EVAL PERFORMANCE | > avg_loader_time: 0.002411512228158804 (-0.00013842032505915732) | > avg_loss_disc: 2.3860344886779785 (-0.005069989424485222) | > avg_loss_disc_real_0: 0.12195080432754296 (-0.027153042646554798) | > avg_loss_disc_real_1: 0.2560816269654494 (+0.054178532499533416) | > avg_loss_disc_real_2: 0.2521999782094589 (+0.009989713247005788) | > avg_loss_disc_real_3: 0.20394429048666587 (-0.03182807507423255) | > avg_loss_disc_real_4: 0.20231432009201783 (-0.015320621144313096) | > avg_loss_disc_real_5: 0.2023957523588951 (-0.02251514878410557) | > avg_loss_0: 2.3860344886779785 (-0.005069989424485222) | > avg_loss_gen: 2.377804701144879 (-0.009734887343186838) | > avg_loss_kl: 2.7714544351284323 (+0.11794410302088831) | > avg_loss_feat: 6.935132732758155 (-0.04486625928145216) | > avg_loss_mel: 17.48666070057795 (-0.11612620720497091) | > avg_loss_duration: 2.3290775005634012 (-0.0031429529190063477) | > avg_loss_1: 31.900130125192497 (-0.055926102858322224)  > EPOCH: 520/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:02:52)   --> TIME: 2024-06-11 14:03:02 -- STEP: 24/330 -- GLOBAL_STEP: 259625 | > loss_disc: 2.4347994327545166 (2.3170747359593706) | > loss_disc_real_0: 0.08975628763437271 (0.10376975095520417) | > loss_disc_real_1: 0.22886250913143158 (0.19964684608081976) | > loss_disc_real_2: 0.20398929715156555 (0.21253968651096025) | > loss_disc_real_3: 0.2396598905324936 (0.22598740831017494) | > loss_disc_real_4: 0.25178036093711853 (0.22845130848387876) | > loss_disc_real_5: 0.24128305912017822 (0.2203022800385952) | > loss_0: 2.4347994327545166 (2.3170747359593706) | > grad_norm_0: tensor(8.1637, device='cuda:0') (tensor(9.1635, device='cuda:0')) | > loss_gen: 2.407559633255005 (2.509532153606415) | > loss_kl: 1.7631057500839233 (1.8499336043993633) | > loss_feat: 7.056461334228516 (7.101170996824901) | > loss_mel: 17.716087341308594 (17.98996067047119) | > loss_duration: 1.9848675727844238 (2.0719502369562783) | > loss_1: 30.928081512451172 (31.522547642389934) | > grad_norm_1: tensor(77.3307, device='cuda:0') (tensor(113.9227, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3479 (0.3533140222231546) | > loader_time: 0.003 (0.003143747647603353)  --> TIME: 2024-06-11 14:03:11 -- STEP: 49/330 -- GLOBAL_STEP: 259650 | > loss_disc: 2.414247989654541 (2.3483289066626103) | > loss_disc_real_0: 0.10210323333740234 (0.10716909747950885) | > loss_disc_real_1: 0.18591682612895966 (0.1982861024384596) | > loss_disc_real_2: 0.21598497033119202 (0.21339357598703734) | > loss_disc_real_3: 0.21700391173362732 (0.22809207925991137) | > loss_disc_real_4: 0.25202998518943787 (0.2301509079276299) | > loss_disc_real_5: 0.21261988580226898 (0.22101844269402174) | > loss_0: 2.414247989654541 (2.3483289066626103) | > grad_norm_0: tensor(17.5146, device='cuda:0') (tensor(10.0325, device='cuda:0')) | > loss_gen: 2.4125497341156006 (2.5037839996571445) | > loss_kl: 1.9385278224945068 (1.8874299136959776) | > loss_feat: 6.440708160400391 (7.022882335040034) | > loss_mel: 16.815401077270508 (17.888084411621097) | > loss_duration: 1.9583547115325928 (2.0300694436443094) | > loss_1: 29.565542221069336 (31.33225016691247) | > grad_norm_1: tensor(190.5358, device='cuda:0') (tensor(110.1858, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3739 (0.35526322345344385) | > loader_time: 0.0033 (0.003272319326595384)  --> TIME: 2024-06-11 14:03:21 -- STEP: 74/330 -- GLOBAL_STEP: 259675 | > loss_disc: 2.3325326442718506 (2.3475879237458526) | > loss_disc_real_0: 0.12236359715461731 (0.10879294312483556) | > loss_disc_real_1: 0.18091045320034027 (0.19816045402675056) | > loss_disc_real_2: 0.17916874587535858 (0.21228357444743853) | > loss_disc_real_3: 0.2544093132019043 (0.2294564476689777) | > loss_disc_real_4: 0.2249039113521576 (0.23148985045987205) | > loss_disc_real_5: 0.22931216657161713 (0.22130287096307083) | > loss_0: 2.3325326442718506 (2.3475879237458526) | > grad_norm_0: tensor(13.6976, device='cuda:0') (tensor(10.5660, device='cuda:0')) | > loss_gen: 2.5717086791992188 (2.498097625938622) | > loss_kl: 1.9429177045822144 (1.9067432590433069) | > loss_feat: 7.907797813415527 (7.079218671128556) | > loss_mel: 18.3460693359375 (17.898450207065896) | > loss_duration: 1.9409410953521729 (2.014910432132515) | > loss_1: 32.709434509277344 (31.39742018725421) | > grad_norm_1: tensor(175.0370, device='cuda:0') (tensor(130.7303, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3945 (0.36551779025309794) | > loader_time: 0.0038 (0.003576993942260742)  --> TIME: 2024-06-11 14:03:31 -- STEP: 99/330 -- GLOBAL_STEP: 259700 | > loss_disc: 2.3822574615478516 (2.3479431590648616) | > loss_disc_real_0: 0.1593373715877533 (0.11121719586427765) | > loss_disc_real_1: 0.21377164125442505 (0.19835684741988324) | > loss_disc_real_2: 0.20234276354312897 (0.21199392294040834) | > loss_disc_real_3: 0.21762654185295105 (0.2286483987112238) | > loss_disc_real_4: 0.20553836226463318 (0.2317395323153698) | > loss_disc_real_5: 0.235502690076828 (0.22235318491555223) | > loss_0: 2.3822574615478516 (2.3479431590648616) | > grad_norm_0: tensor(10.6827, device='cuda:0') (tensor(11.4595, device='cuda:0')) | > loss_gen: 2.500458240509033 (2.4975378055765165) | > loss_kl: 2.1110661029815674 (1.913974622283319) | > loss_feat: 6.522377967834473 (7.048918791491576) | > loss_mel: 17.723876953125 (17.83695244066643) | > loss_duration: 2.032885789871216 (2.0131638170492763) | > loss_1: 30.89066505432129 (31.310547433718288) | > grad_norm_1: tensor(113.0766, device='cuda:0') (tensor(129.9727, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3956 (0.37486471792664183) | > loader_time: 0.0044 (0.0037396194958927657)  --> TIME: 2024-06-11 14:03:41 -- STEP: 124/330 -- GLOBAL_STEP: 259725 | > loss_disc: 2.388381004333496 (2.3538968524625234) | > loss_disc_real_0: 0.1041605994105339 (0.11232387070213595) | > loss_disc_real_1: 0.22472086548805237 (0.19847510046055236) | > loss_disc_real_2: 0.224394753575325 (0.21284354213745363) | > loss_disc_real_3: 0.22011405229568481 (0.2298796276652044) | > loss_disc_real_4: 0.20827697217464447 (0.23131182465341785) | > loss_disc_real_5: 0.18536312878131866 (0.22223326900312979) | > loss_0: 2.388381004333496 (2.3538968524625234) | > grad_norm_0: tensor(15.8648, device='cuda:0') (tensor(12.4087, device='cuda:0')) | > loss_gen: 2.486435651779175 (2.4876849555200136) | > loss_kl: 2.141266107559204 (1.919273405305801) | > loss_feat: 7.043898105621338 (7.0134798749800655) | > loss_mel: 17.98733901977539 (17.833757754295103) | > loss_duration: 2.0347015857696533 (2.0167316131053434) | > loss_1: 31.693641662597656 (31.270927521490282) | > grad_norm_1: tensor(219.6415, device='cuda:0') (tensor(139.7574, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3912 (0.3785521445735808) | > loader_time: 0.004 (0.0038585470568749214)  --> TIME: 2024-06-11 14:03:51 -- STEP: 149/330 -- GLOBAL_STEP: 259750 | > loss_disc: 2.2922070026397705 (2.353377891066891) | > loss_disc_real_0: 0.10219278186559677 (0.11314160261778224) | > loss_disc_real_1: 0.18170562386512756 (0.1984644475199232) | > loss_disc_real_2: 0.23359045386314392 (0.21219897290204195) | > loss_disc_real_3: 0.23444519937038422 (0.22973032045684405) | > loss_disc_real_4: 0.23546719551086426 (0.23127899313933098) | > loss_disc_real_5: 0.23959863185882568 (0.22232002179894672) | > loss_0: 2.2922070026397705 (2.353377891066891) | > grad_norm_0: tensor(43.1879, device='cuda:0') (tensor(13.7447, device='cuda:0')) | > loss_gen: 2.528674364089966 (2.4868856676472904) | > loss_kl: 1.9152168035507202 (1.9305038900183351) | > loss_feat: 6.784096717834473 (6.998555586642067) | > loss_mel: 18.089086532592773 (17.802143660167715) | > loss_duration: 2.0496110916137695 (2.0202015518342096) | > loss_1: 31.366683959960938 (31.238290261902264) | > grad_norm_1: tensor(336.2762, device='cuda:0') (tensor(157.8683, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3784 (0.3788176350945594) | > loader_time: 0.0042 (0.0038986510078378974)  --> TIME: 2024-06-11 14:04:01 -- STEP: 174/330 -- GLOBAL_STEP: 259775 | > loss_disc: 2.37650465965271 (2.355600562588922) | > loss_disc_real_0: 0.09883018583059311 (0.11528392911128614) | > loss_disc_real_1: 0.21238355338573456 (0.1987634232674522) | > loss_disc_real_2: 0.23260203003883362 (0.21211777995715195) | > loss_disc_real_3: 0.24355769157409668 (0.22955389175264315) | > loss_disc_real_4: 0.206025630235672 (0.23094478857585754) | > loss_disc_real_5: 0.2286844402551651 (0.22192468091674233) | > loss_0: 2.37650465965271 (2.355600562588922) | > grad_norm_0: tensor(27.2822, device='cuda:0') (tensor(15.9767, device='cuda:0')) | > loss_gen: 2.4132537841796875 (2.488087617117782) | > loss_kl: 2.0910604000091553 (1.9359455677284592) | > loss_feat: 7.616034030914307 (7.0176617742955) | > loss_mel: 18.305639266967773 (17.784436072426285) | > loss_duration: 2.119403600692749 (2.0252027737683282) | > loss_1: 32.54539108276367 (31.251333697088832) | > grad_norm_1: tensor(216.7709, device='cuda:0') (tensor(171.0151, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3814 (0.3794745384961709) | > loader_time: 0.0048 (0.003953080067689391)  --> TIME: 2024-06-11 14:04:11 -- STEP: 199/330 -- GLOBAL_STEP: 259800 | > loss_disc: 2.384726047515869 (2.3599163132097245) | > loss_disc_real_0: 0.17734380066394806 (0.11596857876184598) | > loss_disc_real_1: 0.2182493805885315 (0.1990168555897085) | > loss_disc_real_2: 0.24872887134552002 (0.21231538147183518) | > loss_disc_real_3: 0.22717304527759552 (0.22989157725818193) | > loss_disc_real_4: 0.25774094462394714 (0.23102443212240784) | > loss_disc_real_5: 0.20345987379550934 (0.22238661266451504) | > loss_0: 2.384726047515869 (2.3599163132097245) | > grad_norm_0: tensor(42.7928, device='cuda:0') (tensor(18.5598, device='cuda:0')) | > loss_gen: 2.516803026199341 (2.4897523201889715) | > loss_kl: 2.028593063354492 (1.939566027578996) | > loss_feat: 6.754847049713135 (7.020547720655125) | > loss_mel: 17.235313415527344 (17.748990020560264) | > loss_duration: 2.141526222229004 (2.032961348792417) | > loss_1: 30.677082061767578 (31.23181737966873) | > grad_norm_1: tensor(269.3827, device='cuda:0') (tensor(193.8785, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.3895 (0.3807382391924834) | > loader_time: 0.0046 (0.0040445100122959736)  --> TIME: 2024-06-11 14:04:21 -- STEP: 224/330 -- GLOBAL_STEP: 259825 | > loss_disc: 2.507725238800049 (2.3619090244173995) | > loss_disc_real_0: 0.19958654046058655 (0.11743826143044446) | > loss_disc_real_1: 0.1767238974571228 (0.19913369357319816) | > loss_disc_real_2: 0.22832462191581726 (0.212951757412936) | > loss_disc_real_3: 0.2190525084733963 (0.22983243549242616) | > loss_disc_real_4: 0.3036718964576721 (0.23059540521353483) | > loss_disc_real_5: 0.26007574796676636 (0.22255514089816383) | > loss_0: 2.507725238800049 (2.3619090244173995) | > grad_norm_0: tensor(67.5005, device='cuda:0') (tensor(21.9012, device='cuda:0')) | > loss_gen: 2.4028806686401367 (2.491357432944432) | > loss_kl: 2.1316494941711426 (1.940859587064811) | > loss_feat: 6.5889892578125 (7.018554932304791) | > loss_mel: 16.91136360168457 (17.714106427771707) | > loss_duration: 2.1448073387145996 (2.040022162986653) | > loss_1: 30.179689407348633 (31.204900486128672) | > grad_norm_1: tensor(561.3852, device='cuda:0') (tensor(217.6618, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.4237 (0.38415095103638514) | > loader_time: 0.0058 (0.004180931619235441)  --> TIME: 2024-06-11 14:04:32 -- STEP: 249/330 -- GLOBAL_STEP: 259850 | > loss_disc: 2.312145471572876 (2.3628395858059914) | > loss_disc_real_0: 0.07424674928188324 (0.11801110441426196) | > loss_disc_real_1: 0.17266885936260223 (0.1986740963406352) | > loss_disc_real_2: 0.19091588258743286 (0.21254607095536457) | > loss_disc_real_3: 0.19392156600952148 (0.22997876977824783) | > loss_disc_real_4: 0.17980822920799255 (0.23042933900193516) | > loss_disc_real_5: 0.19377073645591736 (0.2228119955005416) | > loss_0: 2.312145471572876 (2.3628395858059914) | > grad_norm_0: tensor(43.5638, device='cuda:0') (tensor(23.9707, device='cuda:0')) | > loss_gen: 2.5345990657806396 (2.4903429071587233) | > loss_kl: 1.9131122827529907 (1.9436300155149406) | > loss_feat: 7.4701128005981445 (7.027693013110793) | > loss_mel: 17.288021087646484 (17.678788981763233) | > loss_duration: 2.1032562255859375 (2.048212697228275) | > loss_1: 31.309101104736328 (31.188667534824354) | > grad_norm_1: tensor(453.2703, device='cuda:0') (tensor(235.2574, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.4214 (0.3883226760419976) | > loader_time: 0.0058 (0.004323146429406585)  --> TIME: 2024-06-11 14:04:43 -- STEP: 274/330 -- GLOBAL_STEP: 259875 | > loss_disc: 2.4210288524627686 (2.362612360585344) | > loss_disc_real_0: 0.1543963998556137 (0.11847028084588747) | > loss_disc_real_1: 0.21292750537395477 (0.19917506110059083) | > loss_disc_real_2: 0.23452027142047882 (0.21262131370332119) | > loss_disc_real_3: 0.22039516270160675 (0.23022502388832342) | > loss_disc_real_4: 0.23949027061462402 (0.23074063267150935) | > loss_disc_real_5: 0.253431499004364 (0.22298768679373457) | > loss_0: 2.4210288524627686 (2.362612360585344) | > grad_norm_0: tensor(56.0119, device='cuda:0') (tensor(25.3770, device='cuda:0')) | > loss_gen: 2.4057087898254395 (2.4935945089716096) | > loss_kl: 2.1379501819610596 (1.9499931840130882) | > loss_feat: 7.334099292755127 (7.046074771533047) | > loss_mel: 16.45785140991211 (17.636801952863262) | > loss_duration: 2.154508590698242 (2.0563894392800157) | > loss_1: 30.4901180267334 (31.18285377530286) | > grad_norm_1: tensor(599.9572, device='cuda:0') (tensor(249.0669, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.4321 (0.3928100853940867) | > loader_time: 0.0057 (0.004477899440013574)  --> TIME: 2024-06-11 14:04:55 -- STEP: 299/330 -- GLOBAL_STEP: 259900 | > loss_disc: 2.3120028972625732 (2.3643566708899653) | > loss_disc_real_0: 0.15076479315757751 (0.11893107826793473) | > loss_disc_real_1: 0.15737085044384003 (0.19930736605937666) | > loss_disc_real_2: 0.21846693754196167 (0.21292534674888466) | > loss_disc_real_3: 0.21454595029354095 (0.23042609609887751) | > loss_disc_real_4: 0.2139379382133484 (0.23041575563990552) | > loss_disc_real_5: 0.2612420320510864 (0.22256888165123087) | > loss_0: 2.3120028972625732 (2.3643566708899653) | > grad_norm_0: tensor(31.8291, device='cuda:0') (tensor(26.3049, device='cuda:0')) | > loss_gen: 2.426215410232544 (2.4904882437409346) | > loss_kl: 2.0139403343200684 (1.9578728201397286) | > loss_feat: 7.0905561447143555 (7.059477941647023) | > loss_mel: 17.116371154785156 (17.60649467072758) | > loss_duration: 2.2322440147399902 (2.0667242999858284) | > loss_1: 30.87932777404785 (31.181057894907667) | > grad_norm_1: tensor(256.2726, device='cuda:0') (tensor(259.5616, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.4739 (0.39791643898622636) | > loader_time: 0.0065 (0.004623653099289698)  --> TIME: 2024-06-11 14:05:09 -- STEP: 324/330 -- GLOBAL_STEP: 259925 | > loss_disc: 2.464449405670166 (2.36950882717415) | > loss_disc_real_0: 0.14576472342014313 (0.12038741803463594) | > loss_disc_real_1: 0.152225524187088 (0.20045471968658177) | > loss_disc_real_2: 0.23793920874595642 (0.21325271443268395) | > loss_disc_real_3: 0.25240010023117065 (0.23026948688942708) | > loss_disc_real_4: 0.3555731475353241 (0.23061568533748755) | > loss_disc_real_5: 0.36046624183654785 (0.22296648730098464) | > loss_0: 2.464449405670166 (2.36950882717415) | > grad_norm_0: tensor(10.1264, device='cuda:0') (tensor(27.6432, device='cuda:0')) | > loss_gen: 2.6851449012756348 (2.4884518693994577) | > loss_kl: 2.132427930831909 (1.9635418620374467) | > loss_feat: 9.716446876525879 (7.102486180670468) | > loss_mel: 18.18521499633789 (17.580533878302873) | > loss_duration: 2.2806921005249023 (2.0809279536759395) | > loss_1: 34.99992752075195 (31.21594167638708) | > grad_norm_1: tensor(163.4583, device='cuda:0') (tensor(271.6534, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.5842 (0.40813619855009464) | > loader_time: 0.0089 (0.004875070518917502)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4448108673095703 (2.4448108673095703) | > loss_disc_real_0: 0.07401438802480698 (0.07401438802480698) | > loss_disc_real_1: 0.2438569962978363 (0.2438569962978363) | > loss_disc_real_2: 0.2826350927352905 (0.2826350927352905) | > loss_disc_real_3: 0.2494642436504364 (0.2494642436504364) | > loss_disc_real_4: 0.2079014778137207 (0.2079014778137207) | > loss_disc_real_5: 0.24118304252624512 (0.24118304252624512) | > loss_0: 2.4448108673095703 (2.4448108673095703) | > loss_gen: 2.359708309173584 (2.359708309173584) | > loss_kl: 2.1616384983062744 (2.1616384983062744) | > loss_feat: 5.839245796203613 (5.839245796203613) | > loss_mel: 14.525487899780273 (14.525487899780273) | > loss_duration: 2.9130754470825195 (2.9130754470825195) | > loss_1: 27.799156188964844 (27.799156188964844)  --> STEP: 1 | > loss_disc: 2.3066234588623047 (2.3066234588623047) | > loss_disc_real_0: 0.07076886296272278 (0.07076886296272278) | > loss_disc_real_1: 0.17252671718597412 (0.17252671718597412) | > loss_disc_real_2: 0.20452319085597992 (0.20452319085597992) | > loss_disc_real_3: 0.2463156282901764 (0.2463156282901764) | > loss_disc_real_4: 0.18996678292751312 (0.18996678292751312) | > loss_disc_real_5: 0.22422553598880768 (0.22422553598880768) | > loss_0: 2.3066234588623047 (2.3066234588623047) | > loss_gen: 2.1523115634918213 (2.1523115634918213) | > loss_kl: 2.3331310749053955 (2.3331310749053955) | > loss_feat: 5.038007736206055 (5.038007736206055) | > loss_mel: 18.124828338623047 (18.124828338623047) | > loss_duration: 2.4084420204162598 (2.4084420204162598) | > loss_1: 30.056720733642578 (30.056720733642578)  --> STEP: 2 | > loss_disc: 2.7294721603393555 (2.51804780960083) | > loss_disc_real_0: 0.07963940501213074 (0.07520413398742676) | > loss_disc_real_1: 0.23308373987674713 (0.20280522853136063) | > loss_disc_real_2: 0.3651168942451477 (0.2848200425505638) | > loss_disc_real_3: 0.2604913115501404 (0.2534034699201584) | > loss_disc_real_4: 0.2194635570049286 (0.20471516996622086) | > loss_disc_real_5: 0.2295449674129486 (0.22688525170087814) | > loss_0: 2.7294721603393555 (2.51804780960083) | > loss_gen: 2.0269126892089844 (2.089612126350403) | > loss_kl: 1.8477627038955688 (2.090446889400482) | > loss_feat: 5.701198577880859 (5.369603157043457) | > loss_mel: 18.139005661010742 (18.131916999816895) | > loss_duration: 2.313394784927368 (2.360918402671814) | > loss_1: 30.028274536132812 (30.042497634887695)  --> STEP: 3 | > loss_disc: 2.247270107269287 (2.427788575490316) | > loss_disc_real_0: 0.03623674437403679 (0.06221500411629677) | > loss_disc_real_1: 0.12787854671478271 (0.17782966792583466) | > loss_disc_real_2: 0.22516115009784698 (0.2649337450663249) | > loss_disc_real_3: 0.2222438007593155 (0.24301691353321075) | > loss_disc_real_4: 0.22758710384368896 (0.2123391479253769) | > loss_disc_real_5: 0.23879452049732208 (0.23085500796635947) | > loss_0: 2.247270107269287 (2.427788575490316) | > loss_gen: 2.2030863761901855 (2.127436876296997) | > loss_kl: 2.9736413955688477 (2.3848450581232705) | > loss_feat: 7.547747611999512 (6.095651308695476) | > loss_mel: 18.205163955688477 (18.15633265177409) | > loss_duration: 2.3320260047912598 (2.351287603378296) | > loss_1: 33.26166534423828 (31.11555353800456)  --> STEP: 4 | > loss_disc: 2.527156352996826 (2.4526305198669434) | > loss_disc_real_0: 0.09506484121084213 (0.07042746338993311) | > loss_disc_real_1: 0.1902753859758377 (0.18094109743833542) | > loss_disc_real_2: 0.2811591625213623 (0.26899009943008423) | > loss_disc_real_3: 0.3016364574432373 (0.2576717995107174) | > loss_disc_real_4: 0.27466392517089844 (0.22792034223675728) | > loss_disc_real_5: 0.2598780691623688 (0.23811077326536179) | > loss_0: 2.527156352996826 (2.4526305198669434) | > loss_gen: 2.281522274017334 (2.1659582257270813) | > loss_kl: 3.792400360107422 (2.7367338836193085) | > loss_feat: 5.641162872314453 (5.98202919960022) | > loss_mel: 17.187538146972656 (17.91413402557373) | > loss_duration: 2.343498468399048 (2.349340319633484) | > loss_1: 31.246122360229492 (31.14819574356079)  --> STEP: 5 | > loss_disc: 2.092296838760376 (2.3805637836456297) | > loss_disc_real_0: 0.13681775331497192 (0.08370552137494087) | > loss_disc_real_1: 0.1937660574913025 (0.18350608944892882) | > loss_disc_real_2: 0.2890685200691223 (0.27300578355789185) | > loss_disc_real_3: 0.20800507068634033 (0.24773845374584197) | > loss_disc_real_4: 0.18827693164348602 (0.21999166011810303) | > loss_disc_real_5: 0.18503418564796448 (0.22749545574188232) | > loss_0: 2.092296838760376 (2.3805637836456297) | > loss_gen: 2.9981532096862793 (2.332397222518921) | > loss_kl: 2.772397518157959 (2.7438666105270384) | > loss_feat: 7.479824542999268 (6.2815882682800295) | > loss_mel: 18.051786422729492 (17.941664505004884) | > loss_duration: 2.386704444885254 (2.356813144683838) | > loss_1: 33.688865661621094 (31.656329727172853)  --> STEP: 6 | > loss_disc: 2.320801019668579 (2.370603322982788) | > loss_disc_real_0: 0.0630236566066742 (0.08025854391356309) | > loss_disc_real_1: 0.18105636537075043 (0.18309780210256577) | > loss_disc_real_2: 0.2870658040046692 (0.2753491202990214) | > loss_disc_real_3: 0.25352323055267334 (0.24870258321364722) | > loss_disc_real_4: 0.17243069410324097 (0.21206483244895935) | > loss_disc_real_5: 0.17315658926963806 (0.21843897799650827) | > loss_0: 2.320801019668579 (2.370603322982788) | > loss_gen: 2.289543867111206 (2.3252549966176352) | > loss_kl: 2.6677117347717285 (2.731174131234487) | > loss_feat: 5.832102298736572 (6.206673940022786) | > loss_mel: 18.53172492980957 (18.040007909138996) | > loss_duration: 2.163513422012329 (2.3245965242385864) | > loss_1: 31.484596252441406 (31.627707481384277)  --> STEP: 7 | > loss_disc: 2.334205389022827 (2.365403618131365) | > loss_disc_real_0: 0.1685784012079239 (0.09287566638418607) | > loss_disc_real_1: 0.21712397038936615 (0.1879586832863944) | > loss_disc_real_2: 0.2846355736255646 (0.27667575648852755) | > loss_disc_real_3: 0.2844178080558777 (0.2538047581911087) | > loss_disc_real_4: 0.1801423579454422 (0.2075044789484569) | > loss_disc_real_5: 0.23546916246414185 (0.2208718614918845) | > loss_0: 2.334205389022827 (2.365403618131365) | > loss_gen: 2.5862326622009277 (2.362537520272391) | > loss_kl: 4.005880355834961 (2.913275020463126) | > loss_feat: 5.799498081207275 (6.148505960191999) | > loss_mel: 18.399507522583008 (18.091364996773855) | > loss_duration: 2.5352420806884766 (2.354688746588571) | > loss_1: 33.32636260986328 (31.87037249973842)  --> STEP: 8 | > loss_disc: 2.2596757411956787 (2.3521876335144043) | > loss_disc_real_0: 0.11043670028448105 (0.09507079562172294) | > loss_disc_real_1: 0.18496598303318024 (0.18758459575474262) | > loss_disc_real_2: 0.24309128522872925 (0.2724776975810528) | > loss_disc_real_3: 0.2148105502128601 (0.24893048219382763) | > loss_disc_real_4: 0.3101583421230316 (0.22033621184527874) | > loss_disc_real_5: 0.26114019751548767 (0.2259054034948349) | > loss_0: 2.2596757411956787 (2.3521876335144043) | > loss_gen: 2.6805620193481445 (2.4022905826568604) | > loss_kl: 3.1160519123077393 (2.9386221319437027) | > loss_feat: 9.088391304016113 (6.515991628170013) | > loss_mel: 19.655742645263672 (18.286912202835083) | > loss_duration: 2.2571473121643066 (2.3424960672855377) | > loss_1: 36.79789733886719 (32.48631310462952)  --> STEP: 9 | > loss_disc: 2.4940671920776367 (2.367952028910319) | > loss_disc_real_0: 0.17785204946994781 (0.10426871271597014) | > loss_disc_real_1: 0.1473884880542755 (0.18311836156580183) | > loss_disc_real_2: 0.27692633867263794 (0.2729719910356734) | > loss_disc_real_3: 0.23490232229232788 (0.24737179776032767) | > loss_disc_real_4: 0.23708242177963257 (0.2221969018379847) | > loss_disc_real_5: 0.28308722376823425 (0.23225893908076817) | > loss_0: 2.4940671920776367 (2.367952028910319) | > loss_gen: 2.3388619422912598 (2.3952429559495716) | > loss_kl: 2.2428338527679443 (2.861312323146396) | > loss_feat: 9.918295860290527 (6.894025431738959) | > loss_mel: 17.74360466003418 (18.226544698079426) | > loss_duration: 2.1448452472686768 (2.320534865061442) | > loss_1: 34.38844299316406 (32.69766087002225)  --> STEP: 10 | > loss_disc: 2.5848371982574463 (2.389640545845032) | > loss_disc_real_0: 0.16452600061893463 (0.11029444150626659) | > loss_disc_real_1: 0.22549499571323395 (0.18735602498054504) | > loss_disc_real_2: 0.41795581579208374 (0.2874703735113144) | > loss_disc_real_3: 0.2812731862068176 (0.25076193660497664) | > loss_disc_real_4: 0.2744118273258209 (0.22741839438676834) | > loss_disc_real_5: 0.32435929775238037 (0.24146897494792938) | > loss_0: 2.5848371982574463 (2.389640545845032) | > loss_gen: 2.8029656410217285 (2.436015224456787) | > loss_kl: 2.601487874984741 (2.8353298783302305) | > loss_feat: 5.294511795043945 (6.734074068069458) | > loss_mel: 17.017274856567383 (18.105617713928222) | > loss_duration: 2.3549771308898926 (2.3239790916442873) | > loss_1: 30.071216583251953 (32.43501644134521)  --> STEP: 11 | > loss_disc: 2.3638503551483154 (2.3872959830544214) | > loss_disc_real_0: 0.13155630230903625 (0.11222733794288202) | > loss_disc_real_1: 0.20357424020767212 (0.18883040818301114) | > loss_disc_real_2: 0.2587268352508545 (0.2848573245785453) | > loss_disc_real_3: 0.20850707590579987 (0.24692058563232422) | > loss_disc_real_4: 0.21126285195350647 (0.22594970871101727) | > loss_disc_real_5: 0.20305150747299194 (0.23797647790475326) | > loss_0: 2.3638503551483154 (2.3872959830544214) | > loss_gen: 2.2349488735198975 (2.417736465280706) | > loss_kl: 3.3182060718536377 (2.879227714105086) | > loss_feat: 6.891904830932617 (6.748422319238836) | > loss_mel: 17.829181671142578 (18.080487164584074) | > loss_duration: 2.459181308746338 (2.336270202289928) | > loss_1: 32.733421325683594 (32.46214415810325)  --> STEP: 12 | > loss_disc: 2.599952220916748 (2.405017336209615) | > loss_disc_real_0: 0.052822086960077286 (0.10727690036098163) | > loss_disc_real_1: 0.15084464848041534 (0.18566492820779482) | > loss_disc_real_2: 0.3125934600830078 (0.2871686692039172) | > loss_disc_real_3: 0.3076000213623047 (0.25197720527648926) | > loss_disc_real_4: 0.24828560650348663 (0.22781103352705637) | > loss_disc_real_5: 0.24134527146816254 (0.23825721070170403) | > loss_0: 2.599952220916748 (2.405017336209615) | > loss_gen: 2.0557899475097656 (2.387574255466461) | > loss_kl: 2.3117830753326416 (2.8319406608740487) | > loss_feat: 7.415492057800293 (6.8040114641189575) | > loss_mel: 19.158428192138672 (18.170315583546955) | > loss_duration: 2.228097438812256 (2.3272558053334556) | > loss_1: 33.16958999633789 (32.52109797795614)  --> STEP: 13 | > loss_disc: 2.4211981296539307 (2.4062620126284084) | > loss_disc_real_0: 0.09484074264764786 (0.10632027284457134) | > loss_disc_real_1: 0.23931095004081726 (0.18979154527187347) | > loss_disc_real_2: 0.2353207916021347 (0.283180370926857) | > loss_disc_real_3: 0.2560577392578125 (0.2522910925058218) | > loss_disc_real_4: 0.23105552792549133 (0.2280606100192437) | > loss_disc_real_5: 0.23112356662750244 (0.23770846884984237) | > loss_0: 2.4211981296539307 (2.4062620126284084) | > loss_gen: 2.3298377990722656 (2.3831329895899844) | > loss_kl: 3.1106770038604736 (2.8533819180268507) | > loss_feat: 4.82741641998291 (6.651965691493108) | > loss_mel: 16.508756637573242 (18.042503356933594) | > loss_duration: 2.2028613090515137 (2.317686997927152) | > loss_1: 28.979549407958984 (32.24867116487943)  --> STEP: 14 | > loss_disc: 2.513310670852661 (2.4139083453587125) | > loss_disc_real_0: 0.1296757459640503 (0.10798852092453412) | > loss_disc_real_1: 0.1876164823770523 (0.1896361836365291) | > loss_disc_real_2: 0.2575061023235321 (0.28134649459804806) | > loss_disc_real_3: 0.24709942936897278 (0.2519202594246183) | > loss_disc_real_4: 0.2410350739955902 (0.22898735744612558) | > loss_disc_real_5: 0.2187717705965042 (0.2363558475460325) | > loss_0: 2.513310670852661 (2.4139083453587125) | > loss_gen: 2.2954506874084473 (2.376869968005589) | > loss_kl: 3.409369468688965 (2.893095314502716) | > loss_feat: 8.12874698638916 (6.757450069699969) | > loss_mel: 20.09117889404297 (18.18883732386998) | > loss_duration: 2.401495933532715 (2.323673350470407) | > loss_1: 36.32624435424805 (32.53992639269148)  --> STEP: 15 | > loss_disc: 2.2298495769500732 (2.4016377607981365) | > loss_disc_real_0: 0.11376619338989258 (0.10837369908889134) | > loss_disc_real_1: 0.24982640147209167 (0.19364886482556662) | > loss_disc_real_2: 0.30455198884010315 (0.2828935275475184) | > loss_disc_real_3: 0.2166324108839035 (0.24956773618857067) | > loss_disc_real_4: 0.19319024682044983 (0.22660088340441387) | > loss_disc_real_5: 0.16396492719650269 (0.23152978618939718) | > loss_0: 2.2298495769500732 (2.4016377607981365) | > loss_gen: 2.6342947483062744 (2.394031620025635) | > loss_kl: 3.330268383026123 (2.9222401857376097) | > loss_feat: 8.705078125 (6.887291940053304) | > loss_mel: 19.151443481445312 (18.253011067708332) | > loss_duration: 2.4006524085998535 (2.3288052876790366) | > loss_1: 36.22174072265625 (32.7853806813558)  --> STEP: 16 | > loss_disc: 2.22725772857666 (2.390739008784294) | > loss_disc_real_0: 0.10002720355987549 (0.10785204311832786) | > loss_disc_real_1: 0.26407545804977417 (0.19805052690207958) | > loss_disc_real_2: 0.26717692613601685 (0.28191123995929956) | > loss_disc_real_3: 0.25694024562835693 (0.2500285180285573) | > loss_disc_real_4: 0.21030423045158386 (0.22558234259486198) | > loss_disc_real_5: 0.23300926387310028 (0.23162225354462862) | > loss_0: 2.22725772857666 (2.390739008784294) | > loss_gen: 2.7831075191497803 (2.418348863720894) | > loss_kl: 2.8122942447662354 (2.915368564426899) | > loss_feat: 9.502100944519043 (7.050717502832413) | > loss_mel: 17.227802276611328 (18.18893551826477) | > loss_duration: 2.4015047550201416 (2.3333490043878555) | > loss_1: 34.726810455322266 (32.9067200422287)  --> STEP: 17 | > loss_disc: 2.6121606826782227 (2.403763813130996) | > loss_disc_real_0: 0.1839870810508728 (0.11233057476141874) | > loss_disc_real_1: 0.2113782912492752 (0.1988345130401499) | > loss_disc_real_2: 0.32439497113227844 (0.2844102829694748) | > loss_disc_real_3: 0.267257422208786 (0.2510419829803355) | > loss_disc_real_4: 0.25307413935661316 (0.2271995071102591) | > loss_disc_real_5: 0.3775601387023926 (0.24020683502449708) | > loss_0: 2.6121606826782227 (2.403763813130996) | > loss_gen: 2.5909223556518555 (2.4285002455991855) | > loss_kl: 2.4765336513519287 (2.8895547460107243) | > loss_feat: 4.5609259605407715 (6.904259176815257) | > loss_mel: 16.387493133544922 (18.0829683191636) | > loss_duration: 2.437731981277466 (2.339489179499009) | > loss_1: 28.453609466552734 (32.644772361306586)  --> STEP: 18 | > loss_disc: 2.6180083751678467 (2.41566628879971) | > loss_disc_real_0: 0.056866955012083054 (0.10924926255312231) | > loss_disc_real_1: 0.18209734559059143 (0.19790467040406334) | > loss_disc_real_2: 0.30136072635650635 (0.2853519742687543) | > loss_disc_real_3: 0.26344236731529236 (0.2517308932211664) | > loss_disc_real_4: 0.19433580338954926 (0.2253737457924419) | > loss_disc_real_5: 0.19325129687786102 (0.23759819401635063) | > loss_0: 2.6180083751678467 (2.41566628879971) | > loss_gen: 1.8860584497451782 (2.398364590273963) | > loss_kl: 1.8265994787216187 (2.830501675605774) | > loss_feat: 5.110928535461426 (6.804629696740045) | > loss_mel: 14.548360824584961 (17.886601236131455) | > loss_duration: 2.214055061340332 (2.3325206173790827) | > loss_1: 25.586002349853516 (32.25261847178141)  --> STEP: 19 | > loss_disc: 2.543217182159424 (2.422379493713379) | > loss_disc_real_0: 0.12159714102745056 (0.10989915089387643) | > loss_disc_real_1: 0.1893669217824936 (0.19745531521345439) | > loss_disc_real_2: 0.26717057824134827 (0.2843950586883645) | > loss_disc_real_3: 0.21680179238319397 (0.24989251949285207) | > loss_disc_real_4: 0.26525163650512695 (0.22747258214574112) | > loss_disc_real_5: 0.258830726146698 (0.23871569570742154) | > loss_0: 2.543217182159424 (2.422379493713379) | > loss_gen: 2.3250346183776855 (2.3945051180688957) | > loss_kl: 2.0144541263580322 (2.7875518045927348) | > loss_feat: 7.284575462341309 (6.8298900001927425) | > loss_mel: 16.753128051757812 (17.82694475274337) | > loss_duration: 2.33558988571167 (2.33268215781764) | > loss_1: 30.712783813476562 (32.17157454239695)  --> STEP: 20 | > loss_disc: 2.2795591354370117 (2.4152384757995606) | > loss_disc_real_0: 0.11827313899993896 (0.11031785029917955) | > loss_disc_real_1: 0.157517209649086 (0.19545840993523597) | > loss_disc_real_2: 0.25426894426345825 (0.28288875296711924) | > loss_disc_real_3: 0.1928131878376007 (0.2470385529100895) | > loss_disc_real_4: 0.1728624552488327 (0.2247420758008957) | > loss_disc_real_5: 0.2219776064157486 (0.2378787912428379) | > loss_0: 2.2795591354370117 (2.4152384757995606) | > loss_gen: 2.3448727130889893 (2.3920234978199004) | > loss_kl: 2.8075356483459473 (2.7885509967803954) | > loss_feat: 5.737001895904541 (6.775245594978332) | > loss_mel: 18.399517059326172 (17.85557336807251) | > loss_duration: 2.3108983039855957 (2.3315929651260374) | > loss_1: 31.599824905395508 (32.14298706054687)  --> STEP: 21 | > loss_disc: 2.44598650932312 (2.416702667872111) | > loss_disc_real_0: 0.1102759838104248 (0.1103158566568579) | > loss_disc_real_1: 0.1677592396736145 (0.19413940182753972) | > loss_disc_real_2: 0.19444721937179565 (0.2786772513673419) | > loss_disc_real_3: 0.2671947181224823 (0.24799837030115582) | > loss_disc_real_4: 0.24723097681999207 (0.22581297584942409) | > loss_disc_real_5: 0.2522748112678528 (0.23856431600593386) | > loss_0: 2.44598650932312 (2.416702667872111) | > loss_gen: 2.166525363922119 (2.3812854914438155) | > loss_kl: 2.3991219997406006 (2.7700067588261197) | > loss_feat: 5.351797103881836 (6.707462333497547) | > loss_mel: 16.40741539001465 (17.78661346435547) | > loss_duration: 2.1438708305358887 (2.32265381585984) | > loss_1: 28.468730926513672 (31.96802248273577)  --> STEP: 22 | > loss_disc: 2.5563971996307373 (2.423052419315685) | > loss_disc_real_0: 0.13855361938476562 (0.11159939132630825) | > loss_disc_real_1: 0.23935657739639282 (0.19619472798976031) | > loss_disc_real_2: 0.2654358744621277 (0.27807537059892307) | > loss_disc_real_3: 0.2642391622066498 (0.2487365881150419) | > loss_disc_real_4: 0.21653850376605988 (0.22539140893654389) | > loss_disc_real_5: 0.23403523862361908 (0.23835844885219226) | > loss_0: 2.5563971996307373 (2.423052419315685) | > loss_gen: 2.264267683029175 (2.375966500152241) | > loss_kl: 2.222606658935547 (2.745124936103821) | > loss_feat: 6.198883056640625 (6.684345093640414) | > loss_mel: 16.934236526489258 (17.747869058088824) | > loss_duration: 2.1673498153686523 (2.3155945431102407) | > loss_1: 29.787342071533203 (31.868900645862926)  --> STEP: 23 | > loss_disc: 2.401654005050659 (2.422122053478075) | > loss_disc_real_0: 0.17516911029815674 (0.11436329215117123) | > loss_disc_real_1: 0.15746715664863586 (0.1945109205401462) | > loss_disc_real_2: 0.31836986541748047 (0.27982730515625165) | > loss_disc_real_3: 0.24827668070793152 (0.2487165921408197) | > loss_disc_real_4: 0.23922686278820038 (0.22599295040835504) | > loss_disc_real_5: 0.2530893385410309 (0.23899892231692438) | > loss_0: 2.401654005050659 (2.422122053478075) | > loss_gen: 2.4209320545196533 (2.377921524255172) | > loss_kl: 2.6999356746673584 (2.7431601856065835) | > loss_feat: 6.178402423858643 (6.662347586258598) | > loss_mel: 15.834145545959473 (17.664663687996242) | > loss_duration: 2.2916436195373535 (2.3145531986070718) | > loss_1: 29.425058364868164 (31.762646633645762)  --> STEP: 24 | > loss_disc: 2.25266170501709 (2.415061205625534) | > loss_disc_real_0: 0.09987819939851761 (0.11375974661981066) | > loss_disc_real_1: 0.2316562682390213 (0.19605864336093268) | > loss_disc_real_2: 0.2479614019393921 (0.27849955918888253) | > loss_disc_real_3: 0.19280174374580383 (0.2463868067910274) | > loss_disc_real_4: 0.1271946132183075 (0.2218763530254364) | > loss_disc_real_5: 0.11790680885314941 (0.2339534175892671) | > loss_0: 2.25266170501709 (2.415061205625534) | > loss_gen: 2.1657848358154297 (2.3690824955701824) | > loss_kl: 2.217535972595215 (2.7212591767311096) | > loss_feat: 6.954734802246094 (6.674530386924744) | > loss_mel: 16.30962562561035 (17.608203768730164) | > loss_duration: 2.438122272491455 (2.3197019100189213) | > loss_1: 30.08580207824707 (31.69277811050415)  --> STEP: 25 | > loss_disc: 2.418877601623535 (2.415213861465454) | > loss_disc_real_0: 0.1564999222755432 (0.11546935364603997) | > loss_disc_real_1: 0.12441150099039078 (0.193192757666111) | > loss_disc_real_2: 0.2973368465900421 (0.2792530506849289) | > loss_disc_real_3: 0.2740052342414856 (0.2474915438890457) | > loss_disc_real_4: 0.23156626522541046 (0.22226394951343537) | > loss_disc_real_5: 0.24867062270641327 (0.23454210579395293) | > loss_0: 2.418877601623535 (2.415213861465454) | > loss_gen: 2.3573708534240723 (2.3686140298843377) | > loss_kl: 2.1555726528167725 (2.6986317157745363) | > loss_feat: 6.381733417510986 (6.662818508148193) | > loss_mel: 16.014604568481445 (17.544459800720215) | > loss_duration: 2.321371555328369 (2.3197686958312995) | > loss_1: 29.23065185546875 (31.594293060302736)  --> STEP: 26 | > loss_disc: 2.687767505645752 (2.425696693933927) | > loss_disc_real_0: 0.1553979218006134 (0.11700506780583125) | > loss_disc_real_1: 0.24845591187477112 (0.1953182635972133) | > loss_disc_real_2: 0.23856623470783234 (0.2776881731473483) | > loss_disc_real_3: 0.22525374591350555 (0.24663624396690956) | > loss_disc_real_4: 0.30239006876945496 (0.22534572333097458) | > loss_disc_real_5: 0.40860486030578613 (0.24123682712133115) | > loss_0: 2.687767505645752 (2.425696693933927) | > loss_gen: 2.258647918701172 (2.3643845640696006) | > loss_kl: 2.360283374786377 (2.6856183180442224) | > loss_feat: 10.469350814819336 (6.809223596866314) | > loss_mel: 18.981714248657227 (17.599738817948563) | > loss_duration: 2.3213067054748535 (2.3198278500483593) | > loss_1: 36.39130401611328 (31.77879348168006) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025091079565194943 (+9.759572836069014e-05) | > avg_loss_disc: 2.425696693933927 (+0.039662205255948546) | > avg_loss_disc_real_0: 0.11700506780583125 (-0.004945736521711708) | > avg_loss_disc_real_1: 0.1953182635972133 (-0.060763363368236095) | > avg_loss_disc_real_2: 0.2776881731473483 (+0.025488194937889397) | > avg_loss_disc_real_3: 0.24663624396690956 (+0.04269195348024368) | > avg_loss_disc_real_4: 0.22534572333097458 (+0.02303140323895675) | > avg_loss_disc_real_5: 0.24123682712133115 (+0.03884107476243606) | > avg_loss_0: 2.425696693933927 (+0.039662205255948546) | > avg_loss_gen: 2.3643845640696006 (-0.013420137075278227) | > avg_loss_kl: 2.6856183180442224 (-0.0858361170842099) | > avg_loss_feat: 6.809223596866314 (-0.12590913589184094) | > avg_loss_mel: 17.599738817948563 (+0.11307811737061257) | > avg_loss_duration: 2.3198278500483593 (-0.009249650515041896) | > avg_loss_1: 31.77879348168006 (-0.12133664351243567)  > EPOCH: 521/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:05:30)   --> TIME: 2024-06-11 14:05:38 -- STEP: 19/330 -- GLOBAL_STEP: 259950 | > loss_disc: 2.356322765350342 (2.4014768098530017) | > loss_disc_real_0: 0.12482208758592606 (0.10925434412140596) | > loss_disc_real_1: 0.1955735832452774 (0.19585928948302017) | > loss_disc_real_2: 0.19895775616168976 (0.20858494231575414) | > loss_disc_real_3: 0.21893349289894104 (0.2235274259981356) | > loss_disc_real_4: 0.27185696363449097 (0.23672110077581907) | > loss_disc_real_5: 0.235915407538414 (0.22848487214038246) | > loss_0: 2.356322765350342 (2.4014768098530017) | > grad_norm_0: tensor(10.3375, device='cuda:0') (tensor(11.4202, device='cuda:0')) | > loss_gen: 2.6049299240112305 (2.50177842692325) | > loss_kl: 1.8215954303741455 (1.8925168890702098) | > loss_feat: 7.044197082519531 (7.049178951664975) | > loss_mel: 17.012367248535156 (18.01605927316766) | > loss_duration: 2.023683547973633 (2.1006761224646318) | > loss_1: 30.506772994995117 (31.56020917390522) | > grad_norm_1: tensor(217.3611, device='cuda:0') (tensor(124.2191, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3528 (0.36680166344893606) | > loader_time: 0.0031 (0.003143787384033203)  --> TIME: 2024-06-11 14:05:48 -- STEP: 44/330 -- GLOBAL_STEP: 259975 | > loss_disc: 2.4498727321624756 (2.393899955532768) | > loss_disc_real_0: 0.10467518121004105 (0.11063277247277173) | > loss_disc_real_1: 0.2400117963552475 (0.20200273800979962) | > loss_disc_real_2: 0.24792926013469696 (0.21084661172194916) | > loss_disc_real_3: 0.2488476186990738 (0.22810729728503662) | > loss_disc_real_4: 0.26018184423446655 (0.23179921067573808) | > loss_disc_real_5: 0.24883225560188293 (0.22525054148652338) | > loss_0: 2.4498727321624756 (2.393899955532768) | > grad_norm_0: tensor(9.2196, device='cuda:0') (tensor(10.4340, device='cuda:0')) | > loss_gen: 2.481086492538452 (2.4781262441114946) | > loss_kl: 1.7040090560913086 (1.930527624758807) | > loss_feat: 6.752898693084717 (6.940362572669983) | > loss_mel: 18.356876373291016 (18.019976919347588) | > loss_duration: 1.9541656970977783 (2.040971810167486) | > loss_1: 31.24903678894043 (31.409964951601896) | > grad_norm_1: tensor(102.0067, device='cuda:0') (tensor(114.4283, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3631 (0.3637676347385753) | > loader_time: 0.0039 (0.0033445791764692826)  --> TIME: 2024-06-11 14:05:57 -- STEP: 69/330 -- GLOBAL_STEP: 260000 | > loss_disc: 2.2647459506988525 (2.3729790189991826) | > loss_disc_real_0: 0.0853046178817749 (0.10997687290976013) | > loss_disc_real_1: 0.17975254356861115 (0.20011578435483185) | > loss_disc_real_2: 0.2026660442352295 (0.20982133478358173) | > loss_disc_real_3: 0.2136271595954895 (0.22815197252708933) | > loss_disc_real_4: 0.21887342631816864 (0.23151709290518277) | > loss_disc_real_5: 0.2139607071876526 (0.2238188379484674) | > loss_0: 2.2647459506988525 (2.3729790189991826) | > grad_norm_0: tensor(10.7909, device='cuda:0') (tensor(10.9322, device='cuda:0')) | > loss_gen: 2.66766095161438 (2.4836620178775517) | > loss_kl: 1.8764921426773071 (1.9399278837701548) | > loss_feat: 8.212485313415527 (6.976403823797254) | > loss_mel: 17.93267059326172 (17.93070287289827) | > loss_duration: 1.9561729431152344 (2.0231707424357315) | > loss_1: 32.645484924316406 (31.353867212931316) | > grad_norm_1: tensor(137.7393, device='cuda:0') (tensor(112.2374, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3731 (0.36606837701106415) | > loader_time: 0.0039 (0.0035224237303802934) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_260000.pth  --> TIME: 2024-06-11 14:06:12 -- STEP: 94/330 -- GLOBAL_STEP: 260025 | > loss_disc: 2.302335262298584 (2.3728274487434553) | > loss_disc_real_0: 0.10083210468292236 (0.11216183030541907) | > loss_disc_real_1: 0.1997121125459671 (0.20086569846310515) | > loss_disc_real_2: 0.2472642958164215 (0.21085240089512886) | > loss_disc_real_3: 0.21993891894817352 (0.22911924155468635) | > loss_disc_real_4: 0.22397200763225555 (0.23088472590167472) | > loss_disc_real_5: 0.19431115686893463 (0.2234273464121717) | > loss_0: 2.302335262298584 (2.3728274487434553) | > grad_norm_0: tensor(23.2496, device='cuda:0') (tensor(11.6211, device='cuda:0')) | > loss_gen: 2.5012497901916504 (2.470033825712002) | > loss_kl: 2.2528107166290283 (1.955790990210594) | > loss_feat: 7.299383640289307 (6.931663903784244) | > loss_mel: 17.847335815429688 (17.89959694476838) | > loss_duration: 2.0355262756347656 (2.018184689765281) | > loss_1: 31.93630599975586 (31.27527021854482) | > grad_norm_1: tensor(284.7025, device='cuda:0') (tensor(123.0193, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3903 (0.37159905027835927) | > loader_time: 0.0047 (0.0036750955784574466)  --> TIME: 2024-06-11 14:06:21 -- STEP: 119/330 -- GLOBAL_STEP: 260050 | > loss_disc: 2.4314866065979004 (2.3612731464770667) | > loss_disc_real_0: 0.1057010218501091 (0.1118454351520338) | > loss_disc_real_1: 0.2114838808774948 (0.19876432907180624) | > loss_disc_real_2: 0.2292422652244568 (0.210180677536155) | > loss_disc_real_3: 0.2526586651802063 (0.22820027898840545) | > loss_disc_real_4: 0.231055349111557 (0.22979564776941508) | > loss_disc_real_5: 0.20675575733184814 (0.2227112266446362) | > loss_0: 2.4314866065979004 (2.3612731464770667) | > grad_norm_0: tensor(12.3883, device='cuda:0') (tensor(11.3665, device='cuda:0')) | > loss_gen: 2.4311089515686035 (2.476982825944404) | > loss_kl: 1.9599339962005615 (1.9486324426506747) | > loss_feat: 6.898154258728027 (7.002717126317385) | > loss_mel: 17.327434539794922 (17.887705698734578) | > loss_duration: 1.9995040893554688 (2.017853962273156) | > loss_1: 30.61613655090332 (31.333892004830496) | > grad_norm_1: tensor(114.0383, device='cuda:0') (tensor(132.1057, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3671 (0.3719040245569053) | > loader_time: 0.0045 (0.003778559820992606)  --> TIME: 2024-06-11 14:06:31 -- STEP: 144/330 -- GLOBAL_STEP: 260075 | > loss_disc: 2.4183149337768555 (2.366943591170841) | > loss_disc_real_0: 0.13623695075511932 (0.11350663839321998) | > loss_disc_real_1: 0.18787749111652374 (0.19982770561344093) | > loss_disc_real_2: 0.17457255721092224 (0.2097673292996155) | > loss_disc_real_3: 0.2239900380373001 (0.22871140266458193) | > loss_disc_real_4: 0.20142479240894318 (0.23062825513382754) | > loss_disc_real_5: 0.18541118502616882 (0.2238468158369263) | > loss_0: 2.4183149337768555 (2.366943591170841) | > grad_norm_0: tensor(34.4587, device='cuda:0') (tensor(12.4912, device='cuda:0')) | > loss_gen: 2.340306282043457 (2.470857840445307) | > loss_kl: 1.8610427379608154 (1.9474234597550497) | > loss_feat: 7.389286041259766 (6.984322488307955) | > loss_mel: 17.594682693481445 (17.885856548945114) | > loss_duration: 2.011328935623169 (2.0217698928382646) | > loss_1: 31.19664764404297 (31.310230241881477) | > grad_norm_1: tensor(390.9993, device='cuda:0') (tensor(144.2767, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3803 (0.37390592859850996) | > loader_time: 0.0049 (0.003877634803454081)  --> TIME: 2024-06-11 14:06:41 -- STEP: 169/330 -- GLOBAL_STEP: 260100 | > loss_disc: 2.308542251586914 (2.3657311857099366) | > loss_disc_real_0: 0.10087203234434128 (0.11514064713695346) | > loss_disc_real_1: 0.22440820932388306 (0.19950718948474294) | > loss_disc_real_2: 0.22055241465568542 (0.2101932929817741) | > loss_disc_real_3: 0.19144628942012787 (0.2283088342677912) | > loss_disc_real_4: 0.20648103952407837 (0.23010541648554378) | > loss_disc_real_5: 0.2228611558675766 (0.22324040523294866) | > loss_0: 2.308542251586914 (2.3657311857099366) | > grad_norm_0: tensor(19.3611, device='cuda:0') (tensor(14.7179, device='cuda:0')) | > loss_gen: 2.5394937992095947 (2.475370627183182) | > loss_kl: 1.9006321430206299 (1.9518159162363358) | > loss_feat: 7.7195587158203125 (7.012406507187342) | > loss_mel: 17.750316619873047 (17.8830944151568) | > loss_duration: 2.068824052810669 (2.0262592135096424) | > loss_1: 31.978824615478516 (31.348946701140093) | > grad_norm_1: tensor(225.8042, device='cuda:0') (tensor(165.3702, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3819 (0.3750870171383289) | > loader_time: 0.0045 (0.0039832098244209965)  --> TIME: 2024-06-11 14:06:51 -- STEP: 194/330 -- GLOBAL_STEP: 260125 | > loss_disc: 2.3057138919830322 (2.364315727322371) | > loss_disc_real_0: 0.13160306215286255 (0.11522664859430078) | > loss_disc_real_1: 0.19896943867206573 (0.19965652898722083) | > loss_disc_real_2: 0.2076147198677063 (0.21034877056006301) | > loss_disc_real_3: 0.23045240342617035 (0.22873722477672026) | > loss_disc_real_4: 0.21235211193561554 (0.22984245242839008) | > loss_disc_real_5: 0.2170734405517578 (0.22352132024531512) | > loss_0: 2.3057138919830322 (2.364315727322371) | > grad_norm_0: tensor(25.8232, device='cuda:0') (tensor(16.7564, device='cuda:0')) | > loss_gen: 2.5869009494781494 (2.4850067232072983) | > loss_kl: 1.990186095237732 (1.95754044817895) | > loss_feat: 7.2316460609436035 (7.032185284132811) | > loss_mel: 17.622201919555664 (17.83472919464112) | > loss_duration: 2.0385968685150146 (2.033217148682504) | > loss_1: 31.469532012939453 (31.342678797613715) | > grad_norm_1: tensor(285.2081, device='cuda:0') (tensor(182.9250, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.3976 (0.3778433160683545) | > loader_time: 0.0049 (0.004110220781306629)  --> TIME: 2024-06-11 14:07:01 -- STEP: 219/330 -- GLOBAL_STEP: 260150 | > loss_disc: 2.350062847137451 (2.3686457093992184) | > loss_disc_real_0: 0.09797826409339905 (0.11569991265529911) | > loss_disc_real_1: 0.19109804928302765 (0.20005349284165522) | > loss_disc_real_2: 0.2008243352174759 (0.21121041837348237) | > loss_disc_real_3: 0.19763468205928802 (0.22912194263445188) | > loss_disc_real_4: 0.21746283769607544 (0.2298276684327757) | > loss_disc_real_5: 0.23749469220638275 (0.22359653620142914) | > loss_0: 2.350062847137451 (2.3686457093992184) | > grad_norm_0: tensor(21.3550, device='cuda:0') (tensor(18.7814, device='cuda:0')) | > loss_gen: 2.5698649883270264 (2.485850283000024) | > loss_kl: 2.131782054901123 (1.9620254856266388) | > loss_feat: 6.994874000549316 (7.0304251370364685) | > loss_mel: 17.519813537597656 (17.79983735628868) | > loss_duration: 2.085981845855713 (2.0400422109316465) | > loss_1: 31.30231475830078 (31.318180476149468) | > grad_norm_1: tensor(480.8333, device='cuda:0') (tensor(201.9697, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.4014 (0.3808146383120046) | > loader_time: 0.0051 (0.0042311067450536465)  --> TIME: 2024-06-11 14:07:12 -- STEP: 244/330 -- GLOBAL_STEP: 260175 | > loss_disc: 2.38494610786438 (2.3659025704274406) | > loss_disc_real_0: 0.12339523434638977 (0.1156287574682568) | > loss_disc_real_1: 0.20141224563121796 (0.1999283509298426) | > loss_disc_real_2: 0.210941344499588 (0.21128676831722257) | > loss_disc_real_3: 0.23849788308143616 (0.2289808364432366) | > loss_disc_real_4: 0.2810097932815552 (0.22984158974446234) | > loss_disc_real_5: 0.2233734428882599 (0.22347351627760245) | > loss_0: 2.38494610786438 (2.3659025704274406) | > grad_norm_0: tensor(69.7121, device='cuda:0') (tensor(20.7858, device='cuda:0')) | > loss_gen: 2.4582338333129883 (2.492662250995637) | > loss_kl: 1.9762699604034424 (1.964203577549731) | > loss_feat: 7.040860176086426 (7.034211004366641) | > loss_mel: 17.1300106048584 (17.743823223426695) | > loss_duration: 2.0564610958099365 (2.048252739867226) | > loss_1: 30.661834716796875 (31.2831527991373) | > grad_norm_1: tensor(499.5530, device='cuda:0') (tensor(220.8941, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.4293 (0.3843188823246566) | > loader_time: 0.0059 (0.004365734389570896)  --> TIME: 2024-06-11 14:07:23 -- STEP: 269/330 -- GLOBAL_STEP: 260200 | > loss_disc: 2.281973361968994 (2.366751400511504) | > loss_disc_real_0: 0.06650710105895996 (0.11727586424594474) | > loss_disc_real_1: 0.17867141962051392 (0.20013336194713757) | > loss_disc_real_2: 0.18951764702796936 (0.21177982270274462) | > loss_disc_real_3: 0.21768541634082794 (0.2292982976343552) | > loss_disc_real_4: 0.22527608275413513 (0.22926436331413935) | > loss_disc_real_5: 0.21542206406593323 (0.22294213276591887) | > loss_0: 2.281973361968994 (2.366751400511504) | > grad_norm_0: tensor(63.0434, device='cuda:0') (tensor(24.0209, device='cuda:0')) | > loss_gen: 2.3220102787017822 (2.495260544425937) | > loss_kl: 1.8870398998260498 (1.967850455564194) | > loss_feat: 6.688711643218994 (7.053961922244955) | > loss_mel: 16.837827682495117 (17.701108124176365) | > loss_duration: 2.1559407711029053 (2.0560293162179257) | > loss_1: 29.891529083251953 (31.274210323631543) | > grad_norm_1: tensor(480.8542, device='cuda:0') (tensor(244.5379, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.4295 (0.3898907868835564) | > loader_time: 0.0065 (0.004528628849185535)  --> TIME: 2024-06-11 14:07:35 -- STEP: 294/330 -- GLOBAL_STEP: 260225 | > loss_disc: 2.3796768188476562 (2.368544769935867) | > loss_disc_real_0: 0.10662011802196503 (0.11754180934457552) | > loss_disc_real_1: 0.21755044162273407 (0.20018839917215356) | > loss_disc_real_2: 0.20095841586589813 (0.2120314295194586) | > loss_disc_real_3: 0.2177591621875763 (0.229403637450974) | > loss_disc_real_4: 0.2597396969795227 (0.22940892427146026) | > loss_disc_real_5: 0.21402795612812042 (0.2232747114941377) | > loss_0: 2.3796768188476562 (2.368544769935867) | > grad_norm_0: tensor(20.9752, device='cuda:0') (tensor(25.2296, device='cuda:0')) | > loss_gen: 2.370115041732788 (2.4914045966401397) | > loss_kl: 2.0653326511383057 (1.9732967821919187) | > loss_feat: 6.67392635345459 (7.047865043692039) | > loss_mel: 16.821767807006836 (17.641538282640933) | > loss_duration: 2.1923913955688477 (2.0655941833444196) | > loss_1: 30.12353515625 (31.219698879994503) | > grad_norm_1: tensor(163.7072, device='cuda:0') (tensor(258.6447, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.4667 (0.39591382636504935) | > loader_time: 0.0066 (0.004684200092237826)  --> TIME: 2024-06-11 14:07:48 -- STEP: 319/330 -- GLOBAL_STEP: 260250 | > loss_disc: 2.392033576965332 (2.3716163747362953) | > loss_disc_real_0: 0.1501554548740387 (0.11839554106180197) | > loss_disc_real_1: 0.206954687833786 (0.20055808813594342) | > loss_disc_real_2: 0.18107391893863678 (0.21209925754130066) | > loss_disc_real_3: 0.2192232459783554 (0.2295613698077426) | > loss_disc_real_4: 0.2231982797384262 (0.22979615712801113) | > loss_disc_real_5: 0.2500242590904236 (0.22365080656302763) | > loss_0: 2.392033576965332 (2.3716163747362953) | > grad_norm_0: tensor(23.0117, device='cuda:0') (tensor(25.4488, device='cuda:0')) | > loss_gen: 2.2057032585144043 (2.484973957546079) | > loss_kl: 1.935631513595581 (1.9776934773944388) | > loss_feat: 7.339427471160889 (7.0468506125447155) | > loss_mel: 16.742433547973633 (17.594068216305914) | > loss_duration: 2.2408318519592285 (2.0790231818315754) | > loss_1: 30.464027404785156 (31.182609432543334) | > grad_norm_1: tensor(267.5971, device='cuda:0') (tensor(263.5466, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.5745 (0.40553484740302115) | > loader_time: 0.009 (0.004910019871583182)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.295114755630493 (2.295114755630493) | > loss_disc_real_0: 0.12448776513338089 (0.12448776513338089) | > loss_disc_real_1: 0.21416200697422028 (0.21416200697422028) | > loss_disc_real_2: 0.2614406943321228 (0.2614406943321228) | > loss_disc_real_3: 0.24641837179660797 (0.24641837179660797) | > loss_disc_real_4: 0.23846955597400665 (0.23846955597400665) | > loss_disc_real_5: 0.18874862790107727 (0.18874862790107727) | > loss_0: 2.295114755630493 (2.295114755630493) | > loss_gen: 2.440272331237793 (2.440272331237793) | > loss_kl: 2.1793057918548584 (2.1793057918548584) | > loss_feat: 5.866060256958008 (5.866060256958008) | > loss_mel: 14.484368324279785 (14.484368324279785) | > loss_duration: 2.897735595703125 (2.897735595703125) | > loss_1: 27.86774444580078 (27.86774444580078)  --> STEP: 1 | > loss_disc: 2.1208813190460205 (2.1208813190460205) | > loss_disc_real_0: 0.10697444528341293 (0.10697444528341293) | > loss_disc_real_1: 0.17764483392238617 (0.17764483392238617) | > loss_disc_real_2: 0.12920591235160828 (0.12920591235160828) | > loss_disc_real_3: 0.20792487263679504 (0.20792487263679504) | > loss_disc_real_4: 0.22090749442577362 (0.22090749442577362) | > loss_disc_real_5: 0.19870245456695557 (0.19870245456695557) | > loss_0: 2.1208813190460205 (2.1208813190460205) | > loss_gen: 2.4657068252563477 (2.4657068252563477) | > loss_kl: 2.678480386734009 (2.678480386734009) | > loss_feat: 7.268784523010254 (7.268784523010254) | > loss_mel: 16.574983596801758 (16.574983596801758) | > loss_duration: 2.4113776683807373 (2.4113776683807373) | > loss_1: 31.399330139160156 (31.399330139160156)  --> STEP: 2 | > loss_disc: 2.4159507751464844 (2.2684160470962524) | > loss_disc_real_0: 0.12131337821483612 (0.11414391174912453) | > loss_disc_real_1: 0.2865889072418213 (0.23211687058210373) | > loss_disc_real_2: 0.2574603259563446 (0.19333311915397644) | > loss_disc_real_3: 0.26156285405158997 (0.2347438633441925) | > loss_disc_real_4: 0.25097933411598206 (0.23594341427087784) | > loss_disc_real_5: 0.19502846896648407 (0.19686546176671982) | > loss_0: 2.4159507751464844 (2.2684160470962524) | > loss_gen: 2.522350788116455 (2.4940288066864014) | > loss_kl: 2.5339365005493164 (2.6062084436416626) | > loss_feat: 5.774575710296631 (6.521680116653442) | > loss_mel: 17.957300186157227 (17.266141891479492) | > loss_duration: 2.455291271209717 (2.433334469795227) | > loss_1: 31.243453979492188 (31.321392059326172)  --> STEP: 3 | > loss_disc: 2.137652635574341 (2.2248282432556152) | > loss_disc_real_0: 0.13614214956760406 (0.1214766576886177) | > loss_disc_real_1: 0.22253422439098358 (0.2289226551850637) | > loss_disc_real_2: 0.1401369869709015 (0.17560107509295145) | > loss_disc_real_3: 0.2074127346277237 (0.22563348710536957) | > loss_disc_real_4: 0.1786862015724182 (0.21685767670472464) | > loss_disc_real_5: 0.21130779385566711 (0.20167957246303558) | > loss_0: 2.137652635574341 (2.2248282432556152) | > loss_gen: 2.4500317573547363 (2.479363123575846) | > loss_kl: 2.7817697525024414 (2.664728879928589) | > loss_feat: 5.721799850463867 (6.255053361256917) | > loss_mel: 18.177457809448242 (17.569913864135742) | > loss_duration: 2.3274412155151367 (2.3980367183685303) | > loss_1: 31.458499908447266 (31.36709467569987)  --> STEP: 4 | > loss_disc: 2.2580485343933105 (2.233133316040039) | > loss_disc_real_0: 0.13945162296295166 (0.1259703990072012) | > loss_disc_real_1: 0.2111475169658661 (0.22447887063026428) | > loss_disc_real_2: 0.1759113371372223 (0.17567864060401917) | > loss_disc_real_3: 0.1857391744852066 (0.21565990895032883) | > loss_disc_real_4: 0.19995377957820892 (0.2126317024230957) | > loss_disc_real_5: 0.2663606107234955 (0.21784983202815056) | > loss_0: 2.2580485343933105 (2.233133316040039) | > loss_gen: 2.458585500717163 (2.4741687178611755) | > loss_kl: 3.15124773979187 (2.786358594894409) | > loss_feat: 8.428019523620605 (6.798294901847839) | > loss_mel: 18.35533905029297 (17.76627016067505) | > loss_duration: 2.350003719329834 (2.386028468608856) | > loss_1: 34.743194580078125 (32.211119651794434)  --> STEP: 5 | > loss_disc: 2.238039970397949 (2.234114646911621) | > loss_disc_real_0: 0.06570135056972504 (0.11391658931970597) | > loss_disc_real_1: 0.20992928743362427 (0.2215689539909363) | > loss_disc_real_2: 0.2405850738286972 (0.18865992724895478) | > loss_disc_real_3: 0.22051475942134857 (0.21663087904453276) | > loss_disc_real_4: 0.1968381255865097 (0.2094729870557785) | > loss_disc_real_5: 0.12355408072471619 (0.19899068176746368) | > loss_0: 2.238039970397949 (2.234114646911621) | > loss_gen: 2.2014644145965576 (2.419627857208252) | > loss_kl: 2.8685081005096436 (2.802788496017456) | > loss_feat: 7.263710021972656 (6.891377925872803) | > loss_mel: 20.089380264282227 (18.230892181396484) | > loss_duration: 2.364041805267334 (2.3816311359405518) | > loss_1: 34.787105560302734 (32.72631683349609)  --> STEP: 6 | > loss_disc: 2.3643336296081543 (2.2558178106943765) | > loss_disc_real_0: 0.1185426190495491 (0.11468759427467982) | > loss_disc_real_1: 0.23127491772174835 (0.22318661461273828) | > loss_disc_real_2: 0.1980922967195511 (0.19023198882738748) | > loss_disc_real_3: 0.2459331452846527 (0.22151459008455276) | > loss_disc_real_4: 0.23334406316280365 (0.21345149974028269) | > loss_disc_real_5: 0.25788062810897827 (0.20880567282438278) | > loss_0: 2.3643336296081543 (2.2558178106943765) | > loss_gen: 2.3632044792175293 (2.410223960876465) | > loss_kl: 2.9410791397094727 (2.825836936632792) | > loss_feat: 4.916284561157227 (6.562195698420207) | > loss_mel: 19.0947322845459 (18.374865531921387) | > loss_duration: 2.180781126022339 (2.348156134287516) | > loss_1: 31.49608039855957 (32.52127742767334)  --> STEP: 7 | > loss_disc: 2.46376895904541 (2.2855251176016673) | > loss_disc_real_0: 0.1702941358089447 (0.12263138592243195) | > loss_disc_real_1: 0.2608308494091034 (0.22856436244079045) | > loss_disc_real_2: 0.20811288058757782 (0.19278640193598612) | > loss_disc_real_3: 0.2708902657032013 (0.228568258030074) | > loss_disc_real_4: 0.2065824568271637 (0.2124702078955514) | > loss_disc_real_5: 0.2088242918252945 (0.20880833268165588) | > loss_0: 2.46376895904541 (2.2855251176016673) | > loss_gen: 2.363591194152832 (2.403562137058803) | > loss_kl: 3.5247626304626465 (2.925683464322771) | > loss_feat: 6.6045379638671875 (6.568244593484061) | > loss_mel: 15.57620620727539 (17.97505705697196) | > loss_duration: 2.5202431678771973 (2.372739996228899) | > loss_1: 30.58934211730957 (32.245286669049946)  --> STEP: 8 | > loss_disc: 2.166362762451172 (2.2706298232078552) | > loss_disc_real_0: 0.1533466875553131 (0.1264707986265421) | > loss_disc_real_1: 0.26385894417762756 (0.2329761851578951) | > loss_disc_real_2: 0.20363549888134003 (0.19414253905415535) | > loss_disc_real_3: 0.22774353623390198 (0.22846516780555248) | > loss_disc_real_4: 0.2026183009147644 (0.21123871952295303) | > loss_disc_real_5: 0.1675012707710266 (0.20364494994282722) | > loss_0: 2.166362762451172 (2.2706298232078552) | > loss_gen: 2.8182268142700195 (2.455395221710205) | > loss_kl: 2.4632813930511475 (2.8678832054138184) | > loss_feat: 9.953163146972656 (6.9913594126701355) | > loss_mel: 18.6649169921875 (18.0612895488739) | > loss_duration: 2.247332811355591 (2.3570640981197357) | > loss_1: 36.14692306518555 (32.732991218566895)  --> STEP: 9 | > loss_disc: 2.4006640911102295 (2.285078075197008) | > loss_disc_real_0: 0.13447850942611694 (0.1273605442709393) | > loss_disc_real_1: 0.2137051522731781 (0.2308349592818154) | > loss_disc_real_2: 0.2437431961297989 (0.1996537231736713) | > loss_disc_real_3: 0.25846701860427856 (0.2317987067831887) | > loss_disc_real_4: 0.241237074136734 (0.21457187003559536) | > loss_disc_real_5: 0.25862860679626465 (0.20975424514876473) | > loss_0: 2.4006640911102295 (2.285078075197008) | > loss_gen: 2.501612424850464 (2.460530466503567) | > loss_kl: 2.4924988746643066 (2.8261738353305392) | > loss_feat: 7.020743370056152 (6.994624296824138) | > loss_mel: 18.898042678833008 (18.154262118869358) | > loss_duration: 2.163550853729248 (2.3355626265207925) | > loss_1: 33.076446533203125 (32.771152920193146)  --> STEP: 10 | > loss_disc: 2.5213303565979004 (2.308703303337097) | > loss_disc_real_0: 0.1441049873828888 (0.12903498858213425) | > loss_disc_real_1: 0.24754773080348969 (0.23250623643398285) | > loss_disc_real_2: 0.2635989189147949 (0.20604824274778366) | > loss_disc_real_3: 0.27364838123321533 (0.2359836742281914) | > loss_disc_real_4: 0.23170453310012817 (0.21628513634204866) | > loss_disc_real_5: 0.2639518976211548 (0.21517401039600373) | > loss_0: 2.5213303565979004 (2.308703303337097) | > loss_gen: 2.3093700408935547 (2.445414423942566) | > loss_kl: 2.304640293121338 (2.774020481109619) | > loss_feat: 5.109472751617432 (6.806109142303467) | > loss_mel: 15.060219764709473 (17.84485788345337) | > loss_duration: 2.3432350158691406 (2.3363298654556273) | > loss_1: 27.126937866210938 (32.20673141479492)  --> STEP: 11 | > loss_disc: 2.519975185394287 (2.327909838069569) | > loss_disc_real_0: 0.10220852494239807 (0.12659621916034006) | > loss_disc_real_1: 0.2823874056339264 (0.23704088817943225) | > loss_disc_real_2: 0.20311197638511658 (0.20578130944208664) | > loss_disc_real_3: 0.29562440514564514 (0.2414055588570508) | > loss_disc_real_4: 0.20661534368991852 (0.2154060642827641) | > loss_disc_real_5: 0.2939271032810211 (0.22233338247645984) | > loss_0: 2.519975185394287 (2.327909838069569) | > loss_gen: 2.537144422531128 (2.4537535147233442) | > loss_kl: 3.4131109714508057 (2.8321196165951816) | > loss_feat: 6.626923561096191 (6.7898195440118965) | > loss_mel: 17.12602424621582 (17.779509370977227) | > loss_duration: 2.4903454780578613 (2.350331284783103) | > loss_1: 32.193546295166016 (32.20553276755593)  --> STEP: 12 | > loss_disc: 2.65324330329895 (2.3550209601720176) | > loss_disc_real_0: 0.20483875274658203 (0.13311643029252687) | > loss_disc_real_1: 0.23995666205883026 (0.23728386933604875) | > loss_disc_real_2: 0.24055732786655426 (0.20867931097745895) | > loss_disc_real_3: 0.27049922943115234 (0.2438300314048926) | > loss_disc_real_4: 0.2323230654001236 (0.21681581437587738) | > loss_disc_real_5: 0.23036767542362213 (0.22300290688872337) | > loss_0: 2.65324330329895 (2.3550209601720176) | > loss_gen: 2.222590684890747 (2.4344899455706277) | > loss_kl: 1.9315608739852905 (2.757073054711024) | > loss_feat: 6.8427324295043945 (6.7942289511362715) | > loss_mel: 17.27871322631836 (17.73777635892232) | > loss_duration: 2.241072654724121 (2.3412263989448543) | > loss_1: 30.51667022705078 (32.06479422251383)  --> STEP: 13 | > loss_disc: 2.3854026794433594 (2.357358015500582) | > loss_disc_real_0: 0.21801134943962097 (0.1396468086884572) | > loss_disc_real_1: 0.337329238653183 (0.24497966697582832) | > loss_disc_real_2: 0.2726783752441406 (0.21360231592104986) | > loss_disc_real_3: 0.2546992599964142 (0.24466612591193274) | > loss_disc_real_4: 0.19185012578964233 (0.21489537679232085) | > loss_disc_real_5: 0.24856022000312805 (0.22496885405136988) | > loss_0: 2.3854026794433594 (2.357358015500582) | > loss_gen: 2.9992411136627197 (2.4779323431161733) | > loss_kl: 2.819138526916504 (2.7618473218037534) | > loss_feat: 8.205787658691406 (6.902810390178974) | > loss_mel: 18.33554458618164 (17.783758530249962) | > loss_duration: 2.2352921962738037 (2.333077614124004) | > loss_1: 34.595001220703125 (32.259425530066856)  --> STEP: 14 | > loss_disc: 2.5191524028778076 (2.3689147574560985) | > loss_disc_real_0: 0.15275007486343384 (0.1405827562723841) | > loss_disc_real_1: 0.23721224069595337 (0.2444248508129801) | > loss_disc_real_2: 0.20023556053638458 (0.21264754767928803) | > loss_disc_real_3: 0.2205977737903595 (0.2429469579032489) | > loss_disc_real_4: 0.19927161931991577 (0.21377939411572047) | > loss_disc_real_5: 0.2201642394065857 (0.22462566729102815) | > loss_0: 2.5191524028778076 (2.3689147574560985) | > loss_gen: 2.127673625946045 (2.452913863318307) | > loss_kl: 3.133530855178833 (2.7883961456162587) | > loss_feat: 6.107552528381348 (6.846006257193429) | > loss_mel: 18.257205963134766 (17.81757620402745) | > loss_duration: 2.396538734436035 (2.3376105512891487) | > loss_1: 32.02250289916992 (32.24250248500279)  --> STEP: 15 | > loss_disc: 2.34837007522583 (2.3675451119740805) | > loss_disc_real_0: 0.2766004800796509 (0.14965060452620188) | > loss_disc_real_1: 0.1258038431406021 (0.23651678363482156) | > loss_disc_real_2: 0.24320057034492493 (0.21468441585699718) | > loss_disc_real_3: 0.2645355761051178 (0.24438619911670684) | > loss_disc_real_4: 0.20378592610359192 (0.21311316291491192) | > loss_disc_real_5: 0.16239404678344727 (0.22047689259052278) | > loss_0: 2.34837007522583 (2.3675451119740805) | > loss_gen: 2.3828492164611816 (2.4482428868611654) | > loss_kl: 3.3460235595703125 (2.825571306546529) | > loss_feat: 7.577362537384033 (6.894763342539469) | > loss_mel: 17.104021072387695 (17.770005861918133) | > loss_duration: 2.340615749359131 (2.3378108978271475) | > loss_1: 32.75086975097656 (32.27639363606771)  --> STEP: 16 | > loss_disc: 2.8090693950653076 (2.395140379667282) | > loss_disc_real_0: 0.24405398964881897 (0.15555081609636545) | > loss_disc_real_1: 0.3251185715198517 (0.24205439537763596) | > loss_disc_real_2: 0.28375402092933655 (0.21900126617401838) | > loss_disc_real_3: 0.36603251099586487 (0.2519890936091542) | > loss_disc_real_4: 0.2516438066959381 (0.21552132815122604) | > loss_disc_real_5: 0.2852421700954437 (0.22452472243458033) | > loss_0: 2.8090693950653076 (2.395140379667282) | > loss_gen: 2.6044483184814453 (2.458005726337433) | > loss_kl: 2.7672531604766846 (2.821926422417164) | > loss_feat: 7.057139873504639 (6.9049118757247925) | > loss_mel: 17.64589500427246 (17.762248933315277) | > loss_duration: 2.38577938079834 (2.340808928012847) | > loss_1: 32.460514068603516 (32.287901163101196)  --> STEP: 17 | > loss_disc: 2.366318702697754 (2.3934449869043686) | > loss_disc_real_0: 0.08422911167144775 (0.1513554217184291) | > loss_disc_real_1: 0.3048657774925232 (0.24574918256086462) | > loss_disc_real_2: 0.21524183452129364 (0.2187801231356228) | > loss_disc_real_3: 0.2544792890548706 (0.25213557569419637) | > loss_disc_real_4: 0.17727887630462646 (0.2132717721602496) | > loss_disc_real_5: 0.20179075002670288 (0.2231874299399993) | > loss_0: 2.366318702697754 (2.3934449869043686) | > loss_gen: 2.4918811321258545 (2.4599983972661636) | > loss_kl: 2.521071434020996 (2.804229070158566) | > loss_feat: 8.413590431213379 (6.993657673106474) | > loss_mel: 18.51584243774414 (17.806577962987564) | > loss_duration: 2.4464290142059326 (2.3470218742594993) | > loss_1: 34.38881301879883 (32.41148421343635)  --> STEP: 18 | > loss_disc: 2.3053009510040283 (2.3885480960210166) | > loss_disc_real_0: 0.13091619312763214 (0.1502199090189404) | > loss_disc_real_1: 0.18805661797523499 (0.2425440400838852) | > loss_disc_real_2: 0.17635394632816315 (0.21642311331298617) | > loss_disc_real_3: 0.18789061903953552 (0.2485664114356041) | > loss_disc_real_4: 0.20337790250778198 (0.21272211273511252) | > loss_disc_real_5: 0.271739661693573 (0.22588477614853117) | > loss_0: 2.3053009510040283 (2.3885480960210166) | > loss_gen: 2.3455235958099365 (2.453638686074151) | > loss_kl: 3.2436556816101074 (2.8286416596836514) | > loss_feat: 6.569375991821289 (6.9700864685906305) | > loss_mel: 16.5320987701416 (17.73577356338501) | > loss_duration: 2.254962921142578 (2.3419074879752255) | > loss_1: 30.94561767578125 (32.33004718356662)  --> STEP: 19 | > loss_disc: 2.444939136505127 (2.3915160455201803) | > loss_disc_real_0: 0.1697230488061905 (0.1512463900603746) | > loss_disc_real_1: 0.20580051839351654 (0.2406101705212342) | > loss_disc_real_2: 0.19340911507606506 (0.21521185024788506) | > loss_disc_real_3: 0.3340214490890503 (0.2530640449963118) | > loss_disc_real_4: 0.22738420963287354 (0.213493802045521) | > loss_disc_real_5: 0.281638503074646 (0.228819182828853) | > loss_0: 2.444939136505127 (2.3915160455201803) | > loss_gen: 2.547874927520752 (2.458598488255551) | > loss_kl: 2.306938886642456 (2.8011836189972725) | > loss_feat: 7.7724995613098145 (7.012318736628482) | > loss_mel: 17.251741409301758 (17.710298186854313) | > loss_duration: 2.3024275302886963 (2.3398295954654085) | > loss_1: 32.18148422241211 (32.32222808034796)  --> STEP: 20 | > loss_disc: 2.2256345748901367 (2.383221971988678) | > loss_disc_real_0: 0.10038036108016968 (0.14870308861136436) | > loss_disc_real_1: 0.2043302208185196 (0.23879617303609849) | > loss_disc_real_2: 0.1957896500825882 (0.2142407402396202) | > loss_disc_real_3: 0.21209636330604553 (0.2510156609117985) | > loss_disc_real_4: 0.16400417685508728 (0.2110193207859993) | > loss_disc_real_5: 0.12402044981718063 (0.22357924617826938) | > loss_0: 2.2256345748901367 (2.383221971988678) | > loss_gen: 2.352440595626831 (2.453290593624115) | > loss_kl: 2.315579652786255 (2.776903420686722) | > loss_feat: 7.499989986419678 (7.036702299118042) | > loss_mel: 19.08110809326172 (17.778838682174683) | > loss_duration: 2.3265888690948486 (2.3391675591468806) | > loss_1: 33.575706481933594 (32.384902000427246)  --> STEP: 21 | > loss_disc: 2.313711166381836 (2.3799119336264476) | > loss_disc_real_0: 0.10842068493366241 (0.14678487891242617) | > loss_disc_real_1: 0.21110017597675323 (0.23747731603327252) | > loss_disc_real_2: 0.19806601107120514 (0.21347051504112424) | > loss_disc_real_3: 0.28292810916900635 (0.25253530130499885) | > loss_disc_real_4: 0.26128044724464417 (0.21341270776022048) | > loss_disc_real_5: 0.26783716678619385 (0.22568676620721817) | > loss_0: 2.313711166381836 (2.3799119336264476) | > loss_gen: 2.6090354919433594 (2.4607070173536028) | > loss_kl: 2.145179271697998 (2.7468213183539256) | > loss_feat: 5.8192362785339355 (6.978727726709275) | > loss_mel: 15.55624771118164 (17.673001016889298) | > loss_duration: 2.137151002883911 (2.329547723134358) | > loss_1: 28.2668514251709 (32.18880435398647)  --> STEP: 22 | > loss_disc: 2.429126501083374 (2.3821489594199443) | > loss_disc_real_0: 0.13362136483192444 (0.14618653736331247) | > loss_disc_real_1: 0.15895399451255798 (0.23390807414596732) | > loss_disc_real_2: 0.18594981729984283 (0.21221957423470236) | > loss_disc_real_3: 0.16655969619750977 (0.24862731925465845) | > loss_disc_real_4: 0.2232627421617508 (0.21386043659665369) | > loss_disc_real_5: 0.2659059762954712 (0.22751491212032057) | > loss_0: 2.429126501083374 (2.3821489594199443) | > loss_gen: 2.292877435684204 (2.4530784000049937) | > loss_kl: 2.0821640491485596 (2.7166096242991364) | > loss_feat: 7.394171714782715 (6.997611544348977) | > loss_mel: 18.55481719970703 (17.71308357065374) | > loss_duration: 2.2421364784240723 (2.325574484738436) | > loss_1: 32.566165924072266 (32.20595715262673)  --> STEP: 23 | > loss_disc: 2.708413600921631 (2.39633437861567) | > loss_disc_real_0: 0.23357482254505157 (0.14998602802338806) | > loss_disc_real_1: 0.2634158134460449 (0.23519101933292721) | > loss_disc_real_2: 0.27569982409477234 (0.21497958509818368) | > loss_disc_real_3: 0.3671693801879883 (0.25378132190393365) | > loss_disc_real_4: 0.27697956562042236 (0.21660474655420883) | > loss_disc_real_5: 0.31766417622566223 (0.23143444534229196) | > loss_0: 2.708413600921631 (2.39633437861567) | > loss_gen: 2.569396495819092 (2.4581357085186504) | > loss_kl: 2.5004773139953613 (2.707212567329407) | > loss_feat: 5.036345958709717 (6.912339127582053) | > loss_mel: 16.888500213623047 (17.67723212034806) | > loss_duration: 2.293992757797241 (2.3242013661757754) | > loss_1: 29.288713455200195 (32.07912047012992)  --> STEP: 24 | > loss_disc: 2.6289470195770264 (2.40602657198906) | > loss_disc_real_0: 0.20015999674797058 (0.152076610053579) | > loss_disc_real_1: 0.2748320698738098 (0.23684272977213064) | > loss_disc_real_2: 0.1916356235742569 (0.21400692003468672) | > loss_disc_real_3: 0.26606062054634094 (0.2542929593473673) | > loss_disc_real_4: 0.24265514314174652 (0.21769017974535623) | > loss_disc_real_5: 0.2835359275341034 (0.23360534043361744) | > loss_0: 2.6289470195770264 (2.40602657198906) | > loss_gen: 2.1943767070770264 (2.4471457501252494) | > loss_kl: 2.4725534915924072 (2.697435105840365) | > loss_feat: 4.3616790771484375 (6.806061625480652) | > loss_mel: 14.36174201965332 (17.53908669948578) | > loss_duration: 2.46492338180542 (2.330064783493677) | > loss_1: 25.855274200439453 (31.81979354222615)  --> STEP: 25 | > loss_disc: 2.634615421295166 (2.4151701259613043) | > loss_disc_real_0: 0.09841588884592056 (0.14993018120527268) | > loss_disc_real_1: 0.32661202549934387 (0.24043350160121918) | > loss_disc_real_2: 0.2714903950691223 (0.21630625903606415) | > loss_disc_real_3: 0.30788251757621765 (0.2564365416765213) | > loss_disc_real_4: 0.30457544326782227 (0.22116559028625488) | > loss_disc_real_5: 0.30482208728790283 (0.23645401030778884) | > loss_0: 2.634615421295166 (2.4151701259613043) | > loss_gen: 2.5376648902893066 (2.4507665157318117) | > loss_kl: 2.388413429260254 (2.6850742387771604) | > loss_feat: 6.172819137573242 (6.780731925964355) | > loss_mel: 17.46037483215332 (17.53593822479248) | > loss_duration: 2.380563497543335 (2.3320847320556637) | > loss_1: 30.939834594726562 (31.784595184326168)  --> STEP: 26 | > loss_disc: 2.6681084632873535 (2.424898523550768) | > loss_disc_real_0: 0.15121357142925262 (0.14997954236773345) | > loss_disc_real_1: 0.1705152541399002 (0.2377443382373223) | > loss_disc_real_2: 0.17023023962974548 (0.21453410444351342) | > loss_disc_real_3: 0.18436387181282043 (0.2536645159125328) | > loss_disc_real_4: 0.15799835324287415 (0.2187360811692018) | > loss_disc_real_5: 0.28183963894844055 (0.23819961140935236) | > loss_0: 2.6681084632873535 (2.424898523550768) | > loss_gen: 1.8959286212921143 (2.4294265967149005) | > loss_kl: 2.3721516132354736 (2.6730387531794033) | > loss_feat: 13.261988639831543 (7.0300110303438625) | > loss_mel: 19.90920066833496 (17.627217549544113) | > loss_duration: 2.3084192276000977 (2.3311745203458343) | > loss_1: 39.74768829345703 (32.09086799621581) --> EVAL PERFORMANCE | > avg_loader_time: 0.002563733320969802 (+5.462536445030759e-05) | > avg_loss_disc: 2.424898523550768 (-0.0007981703831592135) | > avg_loss_disc_real_0: 0.14997954236773345 (+0.032974474561902195) | > avg_loss_disc_real_1: 0.2377443382373223 (+0.042426074640109) | > avg_loss_disc_real_2: 0.21453410444351342 (-0.06315406870383486) | > avg_loss_disc_real_3: 0.2536645159125328 (+0.007028271945623249) | > avg_loss_disc_real_4: 0.2187360811692018 (-0.0066096421617727885) | > avg_loss_disc_real_5: 0.23819961140935236 (-0.0030372157119787913) | > avg_loss_0: 2.424898523550768 (-0.0007981703831592135) | > avg_loss_gen: 2.4294265967149005 (+0.06504203264529984) | > avg_loss_kl: 2.6730387531794033 (-0.012579564864819037) | > avg_loss_feat: 7.0300110303438625 (+0.2207874334775486) | > avg_loss_mel: 17.627217549544113 (+0.0274787315955507) | > avg_loss_duration: 2.3311745203458343 (+0.011346670297474937) | > avg_loss_1: 32.09086799621581 (+0.31207451453575175)  > EPOCH: 522/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:08:13)   --> TIME: 2024-06-11 14:08:19 -- STEP: 14/330 -- GLOBAL_STEP: 260275 | > loss_disc: 2.281872034072876 (2.3495060886655534) | > loss_disc_real_0: 0.0784812793135643 (0.10066357893603188) | > loss_disc_real_1: 0.2144952416419983 (0.2065722229225295) | > loss_disc_real_2: 0.2500304579734802 (0.21073993082557405) | > loss_disc_real_3: 0.23581813275814056 (0.23124370191778457) | > loss_disc_real_4: 0.2065572738647461 (0.2251058199575969) | > loss_disc_real_5: 0.1840725541114807 (0.22259723927293504) | > loss_0: 2.281872034072876 (2.3495060886655534) | > grad_norm_0: tensor(13.0559, device='cuda:0') (tensor(9.0956, device='cuda:0')) | > loss_gen: 2.566603660583496 (2.45968428679875) | > loss_kl: 1.756754755973816 (1.9415351237569536) | > loss_feat: 7.70471715927124 (6.801571709769113) | > loss_mel: 17.026426315307617 (17.93914713178362) | > loss_duration: 2.0349926948547363 (2.102320807320731) | > loss_1: 31.089492797851562 (31.244259153093612) | > grad_norm_1: tensor(239.0084, device='cuda:0') (tensor(123.5169, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3483 (0.3606865406036377) | > loader_time: 0.0029 (0.003339307648794992)  --> TIME: 2024-06-11 14:08:28 -- STEP: 39/330 -- GLOBAL_STEP: 260300 | > loss_disc: 2.3746814727783203 (2.3313276095268054) | > loss_disc_real_0: 0.10600516200065613 (0.1056653115993891) | > loss_disc_real_1: 0.1761372983455658 (0.1969748162306272) | > loss_disc_real_2: 0.2236717939376831 (0.21113810172447792) | > loss_disc_real_3: 0.23077860474586487 (0.23045622423673287) | > loss_disc_real_4: 0.22410057485103607 (0.22869519545481756) | > loss_disc_real_5: 0.2419223040342331 (0.22303902300504538) | > loss_0: 2.3746814727783203 (2.3313276095268054) | > grad_norm_0: tensor(22.3720, device='cuda:0') (tensor(11.7557, device='cuda:0')) | > loss_gen: 2.419010639190674 (2.483273689563458) | > loss_kl: 1.7376940250396729 (1.9010004569322636) | > loss_feat: 7.045166015625 (6.974566312936636) | > loss_mel: 17.338592529296875 (17.826458124014053) | > loss_duration: 2.0480599403381348 (2.0412728541936636) | > loss_1: 30.58852195739746 (31.226571547679413) | > grad_norm_1: tensor(241.8071, device='cuda:0') (tensor(135.1770, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3449 (0.35562315353980434) | > loader_time: 0.0031 (0.003248440913664989)  --> TIME: 2024-06-11 14:08:37 -- STEP: 64/330 -- GLOBAL_STEP: 260325 | > loss_disc: 2.4346261024475098 (2.3356175012886533) | > loss_disc_real_0: 0.10624797642230988 (0.10822275548707694) | > loss_disc_real_1: 0.23408542573451996 (0.1981740368064493) | > loss_disc_real_2: 0.2297275811433792 (0.21196365379728377) | > loss_disc_real_3: 0.24609415233135223 (0.22843370214104652) | > loss_disc_real_4: 0.2514241337776184 (0.2284437520429492) | > loss_disc_real_5: 0.23942503333091736 (0.22220930270850658) | > loss_0: 2.4346261024475098 (2.3356175012886533) | > grad_norm_0: tensor(6.6070, device='cuda:0') (tensor(13.2740, device='cuda:0')) | > loss_gen: 2.3565375804901123 (2.478373061865568) | > loss_kl: 1.8793606758117676 (1.902125472202897) | > loss_feat: 7.292542457580566 (6.984510347247124) | > loss_mel: 18.230409622192383 (17.80025312304498) | > loss_duration: 2.020674705505371 (2.022211218252779) | > loss_1: 31.779525756835938 (31.18747326731682) | > grad_norm_1: tensor(132.5378, device='cuda:0') (tensor(151.0424, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3709 (0.35808296874165535) | > loader_time: 0.0036 (0.0033488981425762177)  --> TIME: 2024-06-11 14:08:47 -- STEP: 89/330 -- GLOBAL_STEP: 260350 | > loss_disc: 2.4729561805725098 (2.340535118338767) | > loss_disc_real_0: 0.16616034507751465 (0.10922468411788512) | > loss_disc_real_1: 0.2151661515235901 (0.19806739286090547) | > loss_disc_real_2: 0.267198771238327 (0.21249023414729687) | > loss_disc_real_3: 0.24544918537139893 (0.2294578647680497) | > loss_disc_real_4: 0.25349751114845276 (0.22972464025690315) | > loss_disc_real_5: 0.24259869754314423 (0.22190598590990132) | > loss_0: 2.4729561805725098 (2.340535118338767) | > grad_norm_0: tensor(40.9129, device='cuda:0') (tensor(16.0247, device='cuda:0')) | > loss_gen: 2.2999584674835205 (2.4839361571194076) | > loss_kl: 1.918001651763916 (1.9168677718451854) | > loss_feat: 5.997319221496582 (7.024373343821322) | > loss_mel: 17.28529930114746 (17.798178233457417) | > loss_duration: 2.0199131965637207 (2.0151904473144024) | > loss_1: 29.520492553710938 (31.238546028565825) | > grad_norm_1: tensor(306.8926, device='cuda:0') (tensor(190.4271, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3593 (0.3608177699399797) | > loader_time: 0.0038 (0.003464294283577565)  --> TIME: 2024-06-11 14:08:56 -- STEP: 114/330 -- GLOBAL_STEP: 260375 | > loss_disc: 2.347489356994629 (2.340766149654724) | > loss_disc_real_0: 0.09267425537109375 (0.10978927953462851) | > loss_disc_real_1: 0.15512163937091827 (0.19700393394420018) | > loss_disc_real_2: 0.2046363800764084 (0.21230460441949076) | > loss_disc_real_3: 0.20230746269226074 (0.2291927822587783) | > loss_disc_real_4: 0.212645024061203 (0.22776932988250465) | > loss_disc_real_5: 0.21774649620056152 (0.22027977425278278) | > loss_0: 2.347489356994629 (2.340766149654724) | > grad_norm_0: tensor(15.4565, device='cuda:0') (tensor(19.3297, device='cuda:0')) | > loss_gen: 2.6569037437438965 (2.4930920705460666) | > loss_kl: 2.18605375289917 (1.9274223520044695) | > loss_feat: 7.6009368896484375 (7.058013280232747) | > loss_mel: 18.724369049072266 (17.80279974351849) | > loss_duration: 2.02553653717041 (2.015522321065267) | > loss_1: 33.19380187988281 (31.296849819651822) | > grad_norm_1: tensor(492.0426, device='cuda:0') (tensor(223.9453, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3651 (0.36293763235995635) | > loader_time: 0.0037 (0.0035495172467148095)  --> TIME: 2024-06-11 14:09:05 -- STEP: 139/330 -- GLOBAL_STEP: 260400 | > loss_disc: 2.361253261566162 (2.3458867244583246) | > loss_disc_real_0: 0.24833983182907104 (0.11246441910378367) | > loss_disc_real_1: 0.18715451657772064 (0.19769749902992798) | > loss_disc_real_2: 0.16263025999069214 (0.2125996141124972) | > loss_disc_real_3: 0.21926964819431305 (0.22891217405847508) | > loss_disc_real_4: 0.22338002920150757 (0.22753044973603256) | > loss_disc_real_5: 0.19187802076339722 (0.22121350552967126) | > loss_0: 2.361253261566162 (2.3458867244583246) | > grad_norm_0: tensor(73.6253, device='cuda:0') (tensor(22.0793, device='cuda:0')) | > loss_gen: 2.597419023513794 (2.5010730568453563) | > loss_kl: 2.0545992851257324 (1.9317747423117109) | > loss_feat: 7.1152191162109375 (7.060463425066831) | > loss_mel: 17.803014755249023 (17.822346529514665) | > loss_duration: 2.099161148071289 (2.019851254044678) | > loss_1: 31.669414520263672 (31.335509114985843) | > grad_norm_1: tensor(226.6947, device='cuda:0') (tensor(240.4385, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3784 (0.36432114093423745) | > loader_time: 0.0042 (0.0036519620058347853)  --> TIME: 2024-06-11 14:09:16 -- STEP: 164/330 -- GLOBAL_STEP: 260425 | > loss_disc: 2.3189592361450195 (2.349332553584402) | > loss_disc_real_0: 0.0995287299156189 (0.11183321941643953) | > loss_disc_real_1: 0.17983971536159515 (0.19776887664707699) | > loss_disc_real_2: 0.21287935972213745 (0.21297510949576773) | > loss_disc_real_3: 0.23044881224632263 (0.2294917330145836) | > loss_disc_real_4: 0.2514072358608246 (0.2291136374924241) | > loss_disc_real_5: 0.2546592950820923 (0.2221533145482947) | > loss_0: 2.3189592361450195 (2.349332553584402) | > grad_norm_0: tensor(36.3952, device='cuda:0') (tensor(23.4030, device='cuda:0')) | > loss_gen: 2.606377363204956 (2.507696667822396) | > loss_kl: 1.9598021507263184 (1.9373905876787698) | > loss_feat: 7.3004536628723145 (7.074249694987041) | > loss_mel: 18.232105255126953 (17.837899208068844) | > loss_duration: 2.094891309738159 (2.0230308022440946) | > loss_1: 32.19363021850586 (31.380267050208115) | > grad_norm_1: tensor(413.7611, device='cuda:0') (tensor(255.9911, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.3728 (0.371133161754143) | > loader_time: 0.0045 (0.003804609542939721)  --> TIME: 2024-06-11 14:09:26 -- STEP: 189/330 -- GLOBAL_STEP: 260450 | > loss_disc: 2.3204257488250732 (2.3510513507499895) | > loss_disc_real_0: 0.07493826746940613 (0.11294603381286222) | > loss_disc_real_1: 0.19049027562141418 (0.19854145035857249) | > loss_disc_real_2: 0.17649389803409576 (0.2129544149000178) | > loss_disc_real_3: 0.2504703998565674 (0.22899617609523593) | > loss_disc_real_4: 0.19946807622909546 (0.227983295286774) | > loss_disc_real_5: 0.20721806585788727 (0.2215966829862544) | > loss_0: 2.3204257488250732 (2.3510513507499895) | > grad_norm_0: tensor(60.1177, device='cuda:0') (tensor(25.0714, device='cuda:0')) | > loss_gen: 2.462796926498413 (2.505921188485686) | > loss_kl: 1.9283300638198853 (1.9400806326084037) | > loss_feat: 6.851093769073486 (7.0830072650203) | > loss_mel: 17.480512619018555 (17.80074931957103) | > loss_duration: 2.104217529296875 (2.0298077145581543) | > loss_1: 30.82695198059082 (31.359566229361075) | > grad_norm_1: tensor(624.5565, device='cuda:0') (tensor(270.9532, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.4058 (0.37517787665917135) | > loader_time: 0.0053 (0.003945860282453911)  --> TIME: 2024-06-11 14:09:37 -- STEP: 214/330 -- GLOBAL_STEP: 260475 | > loss_disc: 2.3418798446655273 (2.3548415052556546) | > loss_disc_real_0: 0.13561774790287018 (0.11447971852095885) | > loss_disc_real_1: 0.2262677103281021 (0.1983113314643085) | > loss_disc_real_2: 0.22819052636623383 (0.21342680589339444) | > loss_disc_real_3: 0.24630650877952576 (0.22922240483148076) | > loss_disc_real_4: 0.22380535304546356 (0.2284407332261032) | > loss_disc_real_5: 0.2054404765367508 (0.22216073472366155) | > loss_0: 2.3418798446655273 (2.3548415052556546) | > grad_norm_0: tensor(36.5815, device='cuda:0') (tensor(26.5686, device='cuda:0')) | > loss_gen: 2.450042486190796 (2.50245427639685) | > loss_kl: 1.863324761390686 (1.9455270221300214) | > loss_feat: 6.061199188232422 (7.067664317995589) | > loss_mel: 16.74110221862793 (17.76975972184511) | > loss_duration: 2.147721290588379 (2.036887752118514) | > loss_1: 29.263389587402344 (31.322293183513892) | > grad_norm_1: tensor(515.6346, device='cuda:0') (tensor(287.3466, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.4131 (0.37934821008521824) | > loader_time: 0.0049 (0.004076881943462054)  --> TIME: 2024-06-11 14:09:47 -- STEP: 239/330 -- GLOBAL_STEP: 260500 | > loss_disc: 2.3277719020843506 (2.3565705151737486) | > loss_disc_real_0: 0.12041103094816208 (0.11549020207888412) | > loss_disc_real_1: 0.2283855527639389 (0.19847021460782538) | > loss_disc_real_2: 0.190603569149971 (0.21296081495584304) | > loss_disc_real_3: 0.228956937789917 (0.2295243616009357) | > loss_disc_real_4: 0.2379760444164276 (0.2287452506470381) | > loss_disc_real_5: 0.22908733785152435 (0.2223394768133323) | > loss_0: 2.3277719020843506 (2.3565705151737486) | > grad_norm_0: tensor(75.1867, device='cuda:0') (tensor(28.0874, device='cuda:0')) | > loss_gen: 2.4604010581970215 (2.4993297365420037) | > loss_kl: 1.740195393562317 (1.9467674379069435) | > loss_feat: 6.87111759185791 (7.056443413929959) | > loss_mel: 18.007102966308594 (17.727574464167514) | > loss_duration: 2.078479290008545 (2.0450002184472846) | > loss_1: 31.157297134399414 (31.275115368256508) | > grad_norm_1: tensor(613.0844, device='cuda:0') (tensor(296.2521, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.4068 (0.3829560359651574) | > loader_time: 0.0051 (0.004205299720604553) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_260500.pth  --> TIME: 2024-06-11 14:10:03 -- STEP: 264/330 -- GLOBAL_STEP: 260525 | > loss_disc: 2.4110560417175293 (2.3583343182549332) | > loss_disc_real_0: 0.105555459856987 (0.11653785146490643) | > loss_disc_real_1: 0.2397489994764328 (0.19818227043883369) | > loss_disc_real_2: 0.2186732143163681 (0.21328950475788477) | > loss_disc_real_3: 0.2734099328517914 (0.229607933680668) | > loss_disc_real_4: 0.260962575674057 (0.22893727384507656) | > loss_disc_real_5: 0.2338474839925766 (0.222155062199542) | > loss_0: 2.4110560417175293 (2.3583343182549332) | > grad_norm_0: tensor(49.7549, device='cuda:0') (tensor(28.1096, device='cuda:0')) | > loss_gen: 2.5363152027130127 (2.498115985682517) | > loss_kl: 1.9661039113998413 (1.9496319944208318) | > loss_feat: 7.330783367156982 (7.081276884584716) | > loss_mel: 17.824201583862305 (17.691195762518685) | > loss_duration: 2.1801695823669434 (2.0529069408322846) | > loss_1: 31.837575912475586 (31.273127707568083) | > grad_norm_1: tensor(346.3228, device='cuda:0') (tensor(301.1797, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.4533 (0.3875747521718343) | > loader_time: 0.0057 (0.0043461467280532405)  --> TIME: 2024-06-11 14:10:15 -- STEP: 289/330 -- GLOBAL_STEP: 260550 | > loss_disc: 2.4965293407440186 (2.3585028153389804) | > loss_disc_real_0: 0.23526161909103394 (0.11748826811831303) | > loss_disc_real_1: 0.19000555574893951 (0.19833103508066555) | > loss_disc_real_2: 0.23412097990512848 (0.21337707423215094) | > loss_disc_real_3: 0.23679541051387787 (0.22907150621851421) | > loss_disc_real_4: 0.23398783802986145 (0.2283013664108659) | > loss_disc_real_5: 0.2163555771112442 (0.22169992575183464) | > loss_0: 2.4965293407440186 (2.3585028153389804) | > grad_norm_0: tensor(100.4304, device='cuda:0') (tensor(29.8071, device='cuda:0')) | > loss_gen: 2.4236936569213867 (2.499752189048847) | > loss_kl: 1.929184913635254 (1.9538143382352942) | > loss_feat: 6.805655479431152 (7.108865893010862) | > loss_mel: 16.5751895904541 (17.6716847931225) | > loss_duration: 2.192573070526123 (2.0622113233619106) | > loss_1: 29.92629623413086 (31.296328673313234) | > grad_norm_1: tensor(526.1105, device='cuda:0') (tensor(315.0099, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.4598 (0.3927541356598216) | > loader_time: 0.0084 (0.004518197894508867)  --> TIME: 2024-06-11 14:10:28 -- STEP: 314/330 -- GLOBAL_STEP: 260575 | > loss_disc: 2.346980333328247 (2.3644170632028287) | > loss_disc_real_0: 0.1411186158657074 (0.11865170222890985) | > loss_disc_real_1: 0.18429012596607208 (0.19886695289877562) | > loss_disc_real_2: 0.2156398743391037 (0.21301982869767838) | > loss_disc_real_3: 0.2618604004383087 (0.22954657844677093) | > loss_disc_real_4: 0.222536101937294 (0.2288549816722323) | > loss_disc_real_5: 0.2144261747598648 (0.22235312645032912) | > loss_0: 2.346980333328247 (2.3644170632028287) | > grad_norm_0: tensor(18.7484, device='cuda:0') (tensor(31.4292, device='cuda:0')) | > loss_gen: 2.709310531616211 (2.4967142624460217) | > loss_kl: 2.0671308040618896 (1.9586632642776343) | > loss_feat: 7.461167812347412 (7.112215285088606) | > loss_mel: 17.61081886291504 (17.63354347617763) | > loss_duration: 2.2709028720855713 (2.0747301756956036) | > loss_1: 32.11933135986328 (31.27586659352491) | > grad_norm_1: tensor(469.7041, device='cuda:0') (tensor(322.7673, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.5371 (0.4013104962695175) | > loader_time: 0.0078 (0.0047372245484856345)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4845423698425293 (2.4845423698425293) | > loss_disc_real_0: 0.13713660836219788 (0.13713660836219788) | > loss_disc_real_1: 0.2562764585018158 (0.2562764585018158) | > loss_disc_real_2: 0.26034605503082275 (0.26034605503082275) | > loss_disc_real_3: 0.25279390811920166 (0.25279390811920166) | > loss_disc_real_4: 0.27192506194114685 (0.27192506194114685) | > loss_disc_real_5: 0.22413161396980286 (0.22413161396980286) | > loss_0: 2.4845423698425293 (2.4845423698425293) | > loss_gen: 2.3390250205993652 (2.3390250205993652) | > loss_kl: 1.3966047763824463 (1.3966047763824463) | > loss_feat: 5.617478847503662 (5.617478847503662) | > loss_mel: 16.501306533813477 (16.501306533813477) | > loss_duration: 2.88382887840271 (2.88382887840271) | > loss_1: 28.738245010375977 (28.738245010375977)  --> STEP: 1 | > loss_disc: 2.4401512145996094 (2.4401512145996094) | > loss_disc_real_0: 0.148872971534729 (0.148872971534729) | > loss_disc_real_1: 0.18288175761699677 (0.18288175761699677) | > loss_disc_real_2: 0.18454177677631378 (0.18454177677631378) | > loss_disc_real_3: 0.20849160850048065 (0.20849160850048065) | > loss_disc_real_4: 0.21536588668823242 (0.21536588668823242) | > loss_disc_real_5: 0.24414020776748657 (0.24414020776748657) | > loss_0: 2.4401512145996094 (2.4401512145996094) | > loss_gen: 2.1195740699768066 (2.1195740699768066) | > loss_kl: 2.6715526580810547 (2.6715526580810547) | > loss_feat: 5.734739780426025 (5.734739780426025) | > loss_mel: 16.92640495300293 (16.92640495300293) | > loss_duration: 2.386434316635132 (2.386434316635132) | > loss_1: 29.83870506286621 (29.83870506286621)  --> STEP: 2 | > loss_disc: 2.097166061401367 (2.2686586380004883) | > loss_disc_real_0: 0.06299051642417908 (0.10593174397945404) | > loss_disc_real_1: 0.11455339938402176 (0.14871757850050926) | > loss_disc_real_2: 0.1581934243440628 (0.1713676005601883) | > loss_disc_real_3: 0.1930391788482666 (0.20076539367437363) | > loss_disc_real_4: 0.18596474826335907 (0.20066531747579575) | > loss_disc_real_5: 0.2064400017261505 (0.22529010474681854) | > loss_0: 2.097166061401367 (2.2686586380004883) | > loss_gen: 2.2810001373291016 (2.200287103652954) | > loss_kl: 2.9790024757385254 (2.82527756690979) | > loss_feat: 6.015902042388916 (5.875320911407471) | > loss_mel: 20.458158493041992 (18.69228172302246) | > loss_duration: 2.506394386291504 (2.446414351463318) | > loss_1: 34.24045944213867 (32.03958225250244)  --> STEP: 3 | > loss_disc: 2.5836684703826904 (2.373661915461222) | > loss_disc_real_0: 0.09417227655649185 (0.10201192150513332) | > loss_disc_real_1: 0.2303212583065033 (0.17591880510250726) | > loss_disc_real_2: 0.2132575958967209 (0.1853309323390325) | > loss_disc_real_3: 0.2383882701396942 (0.21330635249614716) | > loss_disc_real_4: 0.20175239443778992 (0.20102767646312714) | > loss_disc_real_5: 0.21540720760822296 (0.22199580570062002) | > loss_0: 2.5836684703826904 (2.373661915461222) | > loss_gen: 1.9457799196243286 (2.115451375643412) | > loss_kl: 2.723151445388794 (2.7912355264027915) | > loss_feat: 5.778116226196289 (5.84291934967041) | > loss_mel: 18.48711395263672 (18.623892466227215) | > loss_duration: 2.3416247367858887 (2.411484479904175) | > loss_1: 31.275785446166992 (31.784983317057293)  --> STEP: 4 | > loss_disc: 2.4060940742492676 (2.3817699551582336) | > loss_disc_real_0: 0.1512112319469452 (0.11431174911558628) | > loss_disc_real_1: 0.18879477679729462 (0.1791377980262041) | > loss_disc_real_2: 0.202362522482872 (0.18958882987499237) | > loss_disc_real_3: 0.24855424463748932 (0.2221183255314827) | > loss_disc_real_4: 0.16625477373600006 (0.19233445078134537) | > loss_disc_real_5: 0.15960921347141266 (0.20639915764331818) | > loss_0: 2.4060940742492676 (2.3817699551582336) | > loss_gen: 2.0916552543640137 (2.1095023453235626) | > loss_kl: 3.607640266418457 (2.9953367114067078) | > loss_feat: 5.931462287902832 (5.865055084228516) | > loss_mel: 18.906354904174805 (18.69450807571411) | > loss_duration: 2.305128335952759 (2.384895443916321) | > loss_1: 32.84224319458008 (32.04929828643799)  --> STEP: 5 | > loss_disc: 2.302051067352295 (2.3658261775970457) | > loss_disc_real_0: 0.140742689371109 (0.11959793716669083) | > loss_disc_real_1: 0.21215805411338806 (0.1857418492436409) | > loss_disc_real_2: 0.21263378858566284 (0.19419782161712645) | > loss_disc_real_3: 0.24235796928405762 (0.2261662542819977) | > loss_disc_real_4: 0.18038542568683624 (0.18994464576244355) | > loss_disc_real_5: 0.26194876432418823 (0.21750907897949218) | > loss_0: 2.302051067352295 (2.3658261775970457) | > loss_gen: 2.48363995552063 (2.184329867362976) | > loss_kl: 3.183885097503662 (3.0330463886260985) | > loss_feat: 5.977587699890137 (5.88756160736084) | > loss_mel: 19.1621150970459 (18.78802947998047) | > loss_duration: 2.368589401245117 (2.38163423538208) | > loss_1: 33.175819396972656 (32.27460250854492)  --> STEP: 6 | > loss_disc: 2.566500663757324 (2.3992719252904258) | > loss_disc_real_0: 0.14551371335983276 (0.12391723319888115) | > loss_disc_real_1: 0.27281975746154785 (0.20025483394662538) | > loss_disc_real_2: 0.2119532972574234 (0.19715706755717596) | > loss_disc_real_3: 0.27472901344299316 (0.23426004747549692) | > loss_disc_real_4: 0.2504558861255646 (0.20002985248963037) | > loss_disc_real_5: 0.27661049365997314 (0.22735931475957236) | > loss_0: 2.566500663757324 (2.3992719252904258) | > loss_gen: 2.3066086769104004 (2.2047096689542136) | > loss_kl: 2.729231357574463 (2.9824105501174927) | > loss_feat: 4.202114105224609 (5.606653690338135) | > loss_mel: 16.63884162902832 (18.429831504821777) | > loss_duration: 2.193378448486328 (2.3502582708994546) | > loss_1: 28.070173263549805 (31.573864301045734)  --> STEP: 7 | > loss_disc: 2.310882568359375 (2.3866448743002757) | > loss_disc_real_0: 0.13993167877197266 (0.12620501113789423) | > loss_disc_real_1: 0.21372422575950623 (0.20217903277703694) | > loss_disc_real_2: 0.24307116866111755 (0.20371622485773905) | > loss_disc_real_3: 0.19753843545913696 (0.22901410290173121) | > loss_disc_real_4: 0.170702263712883 (0.19584019695009505) | > loss_disc_real_5: 0.16143465042114258 (0.21794150556836808) | > loss_0: 2.310882568359375 (2.3866448743002757) | > loss_gen: 2.2500100135803223 (2.2111811467579434) | > loss_kl: 3.8268826007843018 (3.1030494144984653) | > loss_feat: 6.647221088409424 (5.75530617577689) | > loss_mel: 18.116729736328125 (18.385102680751256) | > loss_duration: 2.5379512310028076 (2.3770715509142195) | > loss_1: 33.3787956237793 (31.831711632864817)  --> STEP: 8 | > loss_disc: 2.219460964202881 (2.365746885538101) | > loss_disc_real_0: 0.07234267890453339 (0.11947221960872412) | > loss_disc_real_1: 0.17259666323661804 (0.19848123658448458) | > loss_disc_real_2: 0.2669509947299957 (0.21162057109177113) | > loss_disc_real_3: 0.24566498398780823 (0.23109546303749084) | > loss_disc_real_4: 0.1523621678352356 (0.1904054433107376) | > loss_disc_real_5: 0.18787385523319244 (0.21418304927647114) | > loss_0: 2.219460964202881 (2.365746885538101) | > loss_gen: 2.4950649738311768 (2.2466666251420975) | > loss_kl: 3.1376864910125732 (3.107379049062729) | > loss_feat: 11.433480262756348 (6.4650779366493225) | > loss_mel: 20.8447265625 (18.69255566596985) | > loss_duration: 2.2175052165985107 (2.357125759124756) | > loss_1: 40.12846374511719 (32.86880564689636)  --> STEP: 9 | > loss_disc: 2.5903053283691406 (2.390697823630439) | > loss_disc_real_0: 0.24185709655284882 (0.13307053926918241) | > loss_disc_real_1: 0.21082422137260437 (0.1998526793387201) | > loss_disc_real_2: 0.21602995693683624 (0.2121105028523339) | > loss_disc_real_3: 0.21543096005916595 (0.22935496270656586) | > loss_disc_real_4: 0.17740951478481293 (0.18896145125230154) | > loss_disc_real_5: 0.17429088056087494 (0.20975058608584934) | > loss_0: 2.5903053283691406 (2.390697823630439) | > loss_gen: 2.219820737838745 (2.2436837487750583) | > loss_kl: 2.521254539489746 (3.04225410355462) | > loss_feat: 11.651359558105469 (7.04133145014445) | > loss_mel: 19.25358772277832 (18.75489256117079) | > loss_duration: 2.185941696166992 (2.3381053076850042) | > loss_1: 37.83196258544922 (33.420267528957794)  --> STEP: 10 | > loss_disc: 2.210906505584717 (2.3727186918258667) | > loss_disc_real_0: 0.13769499957561493 (0.13353298529982566) | > loss_disc_real_1: 0.21732428669929504 (0.2015998400747776) | > loss_disc_real_2: 0.2418370395898819 (0.21508315652608873) | > loss_disc_real_3: 0.2438642680644989 (0.23080589324235917) | > loss_disc_real_4: 0.14346519112586975 (0.18441182523965835) | > loss_disc_real_5: 0.22157157957553864 (0.21093268543481827) | > loss_0: 2.210906505584717 (2.3727186918258667) | > loss_gen: 2.8209500312805176 (2.3014103770256042) | > loss_kl: 2.4364988803863525 (2.981678581237793) | > loss_feat: 7.55361795425415 (7.09256010055542) | > loss_mel: 18.32115364074707 (18.711518669128417) | > loss_duration: 2.291837215423584 (2.333478498458862) | > loss_1: 33.42405700683594 (33.4206464767456)  --> STEP: 11 | > loss_disc: 2.206296920776367 (2.357589439912276) | > loss_disc_real_0: 0.1525612622499466 (0.13526282865892758) | > loss_disc_real_1: 0.1820705085992813 (0.19982444630427795) | > loss_disc_real_2: 0.33374252915382385 (0.2258703722195192) | > loss_disc_real_3: 0.2477642148733139 (0.23234755884517322) | > loss_disc_real_4: 0.15872187912464142 (0.18207637559283862) | > loss_disc_real_5: 0.22820693254470825 (0.21250307153571735) | > loss_0: 2.206296920776367 (2.357589439912276) | > loss_gen: 2.9026546478271484 (2.3560689470984717) | > loss_kl: 3.041158437728882 (2.9870858409188012) | > loss_feat: 9.48709487915039 (7.31024508042769) | > loss_mel: 18.74637794494629 (18.71468769420277) | > loss_duration: 2.478506326675415 (2.346662846478549) | > loss_1: 36.655792236328125 (33.714750636707656)  --> STEP: 12 | > loss_disc: 2.491039752960205 (2.3687102993329368) | > loss_disc_real_0: 0.09151414036750793 (0.1316171046346426) | > loss_disc_real_1: 0.22863979637622833 (0.20222572547694048) | > loss_disc_real_2: 0.33687666058540344 (0.23512089625000954) | > loss_disc_real_3: 0.29781386256217957 (0.23780308415492377) | > loss_disc_real_4: 0.22162829339504242 (0.1853723687430223) | > loss_disc_real_5: 0.25681349635124207 (0.2161956069370111) | > loss_0: 2.491039752960205 (2.3687102993329368) | > loss_gen: 2.428431987762451 (2.3620992004871364) | > loss_kl: 2.462364435195923 (2.943359057108561) | > loss_feat: 5.7593584060668945 (7.181004524230957) | > loss_mel: 15.721784591674805 (18.46527910232544) | > loss_duration: 2.2752530574798584 (2.340712030728658) | > loss_1: 28.647193908691406 (33.292454242706306)  --> STEP: 13 | > loss_disc: 2.321065664291382 (2.365045327406663) | > loss_disc_real_0: 0.12837636470794678 (0.1313678169479737) | > loss_disc_real_1: 0.25983235239982605 (0.2066570044710086) | > loss_disc_real_2: 0.2975110411643982 (0.23992013816650098) | > loss_disc_real_3: 0.2767292559146881 (0.24079740505952102) | > loss_disc_real_4: 0.1725248098373413 (0.18438409498104683) | > loss_disc_real_5: 0.2145608812570572 (0.21606985880778387) | > loss_0: 2.321065664291382 (2.365045327406663) | > loss_gen: 2.745128631591797 (2.3915630028798023) | > loss_kl: 3.1430246829986572 (2.9587179514077993) | > loss_feat: 7.074213981628418 (7.172789867107685) | > loss_mel: 17.115510940551758 (18.361450782189003) | > loss_duration: 2.261138439178467 (2.3345909852247972) | > loss_1: 32.33901596069336 (33.21911283639762)  --> STEP: 14 | > loss_disc: 2.212045431137085 (2.3541167633874074) | > loss_disc_real_0: 0.07683448493480682 (0.1274725789470332) | > loss_disc_real_1: 0.1681317239999771 (0.20390519872307777) | > loss_disc_real_2: 0.18890570104122162 (0.2362762498004096) | > loss_disc_real_3: 0.23050767183303833 (0.24006242411477224) | > loss_disc_real_4: 0.18126346170902252 (0.18416119260447367) | > loss_disc_real_5: 0.16549037396907806 (0.21245703846216202) | > loss_0: 2.212045431137085 (2.3541167633874074) | > loss_gen: 2.3039019107818604 (2.3853014963013774) | > loss_kl: 3.555398464202881 (3.0013379880360196) | > loss_feat: 7.095759391784668 (7.167287690298898) | > loss_mel: 19.568449020385742 (18.447664942060197) | > loss_duration: 2.362562894821167 (2.336588978767395) | > loss_1: 34.88607406616211 (33.33818149566651)  --> STEP: 15 | > loss_disc: 2.259727954864502 (2.3478241761525473) | > loss_disc_real_0: 0.10981680452823639 (0.12629552731911342) | > loss_disc_real_1: 0.16277176141738892 (0.2011629695693652) | > 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(0.18040754832327366) | > loss_disc_real_5: 0.17750681936740875 (0.20732323173433542) | > loss_0: 2.8229684829711914 (2.3775206953287125) | > loss_gen: 1.7263462543487549 (2.3335920050740233) | > loss_kl: 2.7901360988616943 (3.026599645614624) | > loss_feat: 5.2184977531433105 (7.103479474782944) | > loss_mel: 12.63163948059082 (18.18377673625946) | > loss_duration: 2.412179946899414 (2.3417959213256836) | > loss_1: 24.77880096435547 (32.98924434185029)  --> STEP: 17 | > loss_disc: 2.42916202545166 (2.3805584206300625) | > loss_disc_real_0: 0.06937775760889053 (0.1280925230068319) | > loss_disc_real_1: 0.17719119787216187 (0.2000533557113479) | > loss_disc_real_2: 0.2799036502838135 (0.23383202184649074) | > loss_disc_real_3: 0.2610495388507843 (0.23954753665363088) | > loss_disc_real_4: 0.21721112728118896 (0.1825724647325628) | > loss_disc_real_5: 0.2643682360649109 (0.21067882022436926) | > loss_0: 2.42916202545166 (2.3805584206300625) | > loss_gen: 2.26951265335083 (2.329822631443247) | > loss_kl: 3.174994468688965 (3.035328752854291) | > loss_feat: 6.323393821716309 (7.057592083426083) | > loss_mel: 17.632583618164062 (18.151353611665613) | > loss_duration: 2.4449832439422607 (2.347865763832541) | > loss_1: 31.84546661376953 (32.92196329902201)  --> STEP: 18 | > loss_disc: 2.4412355422973633 (2.3839293718338013) | > loss_disc_real_0: 0.07403808832168579 (0.1250894988576571) | > loss_disc_real_1: 0.09730426222085953 (0.19434507273965412) | > loss_disc_real_2: 0.1442948579788208 (0.22885773496495354) | > loss_disc_real_3: 0.15621043741703033 (0.23491769780715308) | > loss_disc_real_4: 0.18564090132713318 (0.18274293343226114) | > loss_disc_real_5: 0.23125259578227997 (0.2118218077553643) | > loss_0: 2.4412355422973633 (2.3839293718338013) | > loss_gen: 1.954227328300476 (2.3089562257130933) | > loss_kl: 2.317624568939209 (2.9954562981923423) | > loss_feat: 12.929953575134277 (7.383834388520983) | > loss_mel: 20.898252487182617 (18.303959104749893) | > loss_duration: 2.2788710594177246 (2.3440327246983848) | > loss_1: 40.37892532348633 (33.336238967047805)  --> STEP: 19 | > loss_disc: 2.3948497772216797 (2.3845041300121106) | > loss_disc_real_0: 0.14459961652755737 (0.12611634715607292) | > loss_disc_real_1: 0.26387113332748413 (0.19800433908638201) | > loss_disc_real_2: 0.20760312676429749 (0.22773907137544533) | > loss_disc_real_3: 0.231223002076149 (0.23472324013710022) | > loss_disc_real_4: 0.1870163381099701 (0.18296784946793004) | > loss_disc_real_5: 0.17435915768146515 (0.20985008933042226) | > loss_0: 2.3948497772216797 (2.3845041300121106) | > loss_gen: 2.225189685821533 (2.304547460455643) | > loss_kl: 2.3882906436920166 (2.9635002111133777) | > loss_feat: 6.626665115356445 (7.343983374143901) | > loss_mel: 18.043807983398438 (18.290266940468236) | > loss_duration: 2.3260092735290527 (2.343084122005262) | > loss_1: 31.609962463378906 (33.24538230895997)  --> STEP: 20 | > loss_disc: 2.3552980422973633 (2.3830438256263733) | > loss_disc_real_0: 0.14879508316516876 (0.1272502839565277) | > loss_disc_real_1: 0.1428147703409195 (0.1952448606491089) | > loss_disc_real_2: 0.19068703055381775 (0.22588646933436393) | > loss_disc_real_3: 0.27689528465270996 (0.2368318423628807) | > loss_disc_real_4: 0.23311945796012878 (0.18547542989253998) | > loss_disc_real_5: 0.20038975775241852 (0.20937707275152206) | > loss_0: 2.3552980422973633 (2.3830438256263733) | > loss_gen: 2.280351161956787 (2.3033376455307) | > loss_kl: 2.3160831928253174 (2.9311293601989745) | > loss_feat: 5.570516586303711 (7.255310034751892) | > loss_mel: 19.639476776123047 (18.357727432250975) | > loss_duration: 2.3266139030456543 (2.3422606110572817) | > loss_1: 32.13304138183594 (33.189765262603764)  --> STEP: 21 | > loss_disc: 2.597853660583496 (2.393272865386236) | > loss_disc_real_0: 0.09019322693347931 (0.12548566219352542) | > loss_disc_real_1: 0.21638402342796326 (0.19625148744810195) | > loss_disc_real_2: 0.20569221675395966 (0.22492483825910659) | > loss_disc_real_3: 0.23986904323101044 (0.23697647097564878) | > loss_disc_real_4: 0.22748112678527832 (0.18747570117314658) | > loss_disc_real_5: 0.2881024479866028 (0.21312590014366878) | > loss_0: 2.597853660583496 (2.393272865386236) | > loss_gen: 1.945664882659912 (2.2863056092035197) | > loss_kl: 2.0108656883239746 (2.8873072805858793) | > loss_feat: 5.2847819328308105 (7.16147536323184) | > loss_mel: 15.561271667480469 (18.22456287202381) | > loss_duration: 2.1816916465759277 (2.334614469891503) | > loss_1: 26.984275817871094 (32.894265765235545)  --> STEP: 22 | > loss_disc: 2.4831953048706055 (2.3973602489991617) | > loss_disc_real_0: 0.13482238352298737 (0.12591005861759186) | > loss_disc_real_1: 0.23815567791461945 (0.1981562233783982) | > loss_disc_real_2: 0.1666203737258911 (0.22227463532577862) | > loss_disc_real_3: 0.2346479892730713 (0.2368706308982589) | > loss_disc_real_4: 0.19753696024417877 (0.18793303113092075) | > loss_disc_real_5: 0.228528693318367 (0.21382602710615506) | > loss_0: 2.4831953048706055 (2.3973602489991617) | > loss_gen: 2.078662633895874 (2.276867292144081) | > loss_kl: 1.9914805889129639 (2.846587885509838) | > loss_feat: 6.473991394042969 (7.130226091905073) | > loss_mel: 16.99969482421875 (18.168887051669035) | > loss_duration: 2.178704261779785 (2.327527642250061) | > loss_1: 29.7225341796875 (32.75009614771063)  --> STEP: 23 | > loss_disc: 2.4742679595947266 (2.4007040625033165) | > loss_disc_real_0: 0.07388833165168762 (0.12364824440168298) | > loss_disc_real_1: 0.2243623286485672 (0.1992956192597099) | > loss_disc_real_2: 0.19821208715438843 (0.22122843757919644) | > loss_disc_real_3: 0.21763008832931519 (0.2360340855691744) | > loss_disc_real_4: 0.1663905382156372 (0.1869964010041693) | > loss_disc_real_5: 0.18870283663272858 (0.21273371447687564) | > loss_0: 2.4742679595947266 (2.4007040625033165) | > loss_gen: 1.9904391765594482 (2.2644138958143145) | > loss_kl: 2.3017148971557617 (2.8228977555814) | > loss_feat: 6.8230109214782715 (7.116868910582169) | > loss_mel: 17.70425033569336 (18.148685455322266) | > loss_duration: 2.277444839477539 (2.3253501290860386) | > loss_1: 31.096858978271484 (32.67821627077849)  --> STEP: 24 | > loss_disc: 2.2970125675201416 (2.3963835835456844) | > loss_disc_real_0: 0.15258170664310455 (0.12485380532840888) | > loss_disc_real_1: 0.1635846346616745 (0.1978076615681251) | > loss_disc_real_2: 0.23829799890518188 (0.2219396693011125) | > loss_disc_real_3: 0.25168392062187195 (0.23668616202970347) | > loss_disc_real_4: 0.16429410874843597 (0.18605047216018042) | > loss_disc_real_5: 0.19597050547599792 (0.2120352474351724) | > loss_0: 2.2970125675201416 (2.3963835835456844) | > loss_gen: 2.322909355163574 (2.2668512066205335) | > loss_kl: 1.8895633220672607 (2.784008820851644) | > loss_feat: 6.600492477416992 (7.095353225866954) | > loss_mel: 19.338014602661133 (18.198240836461384) | > loss_duration: 2.352578639984131 (2.3264846503734593) | > loss_1: 32.50355911254883 (32.670938889185585)  --> STEP: 25 | > loss_disc: 2.4133667945861816 (2.397062911987304) | > loss_disc_real_0: 0.10760138183832169 (0.12416370838880539) | > loss_disc_real_1: 0.1953047662973404 (0.1977075457572937) | > loss_disc_real_2: 0.3340049684047699 (0.2264222812652588) | > loss_disc_real_3: 0.23975959420204163 (0.236809099316597) | > loss_disc_real_4: 0.18206843733787537 (0.18589119076728822) | > loss_disc_real_5: 0.19985118508338928 (0.21154788494110108) | > loss_0: 2.4133667945861816 (2.397062911987304) | > loss_gen: 2.399594783782959 (2.2721609497070308) | > loss_kl: 3.007713556289673 (2.792957010269165) | > loss_feat: 7.243564605712891 (7.101281681060791) | > loss_mel: 17.626888275146484 (18.17538673400879) | > loss_duration: 2.338547945022583 (2.326967182159424) | > loss_1: 32.616310119628906 (32.66875373840332)  --> STEP: 26 | > loss_disc: 2.006513833999634 (2.382041793603163) | > loss_disc_real_0: 0.043565839529037476 (0.12106379035573739) | > loss_disc_real_1: 0.08065024018287659 (0.1932053416967392) | > loss_disc_real_2: 0.20883063971996307 (0.2257456796673628) | > loss_disc_real_3: 0.14090600609779358 (0.23312051880818146) | > loss_disc_real_4: 0.0753604993224144 (0.18164001032710075) | > loss_disc_real_5: 0.11726139485836029 (0.2079214814763803) | > loss_0: 2.006513833999634 (2.382041793603163) | > loss_gen: 2.0510365962982178 (2.2636561668836146) | > loss_kl: 2.5971858501434326 (2.785427350264329) | > loss_feat: 13.110101699829102 (7.332390143321111) | > loss_mel: 20.003280639648438 (18.24569034576416) | > loss_duration: 2.3040380477905273 (2.326085292376005) | > loss_1: 40.065643310546875 (32.95324949117807) --> EVAL PERFORMANCE | > avg_loader_time: 0.002381636546208308 (-0.00018209677476149376) | > avg_loss_disc: 2.382041793603163 (-0.04285672994760503) | > avg_loss_disc_real_0: 0.12106379035573739 (-0.02891575201199606) | > avg_loss_disc_real_1: 0.1932053416967392 (-0.0445389965405831) | > avg_loss_disc_real_2: 0.2257456796673628 (+0.011211575223849385) | > avg_loss_disc_real_3: 0.23312051880818146 (-0.02054399710435134) | > avg_loss_disc_real_4: 0.18164001032710075 (-0.03709607084210104) | > avg_loss_disc_real_5: 0.2079214814763803 (-0.030278129932972075) | > avg_loss_0: 2.382041793603163 (-0.04285672994760503) | > avg_loss_gen: 2.2636561668836146 (-0.16577042983128587) | > avg_loss_kl: 2.785427350264329 (+0.11238859708492566) | > avg_loss_feat: 7.332390143321111 (+0.3023791129772482) | > avg_loss_mel: 18.24569034576416 (+0.6184727962200469) | > avg_loss_duration: 2.326085292376005 (-0.005089227969829135) | > avg_loss_1: 32.95324949117807 (+0.862381494962257)  > EPOCH: 523/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:10:57)   --> TIME: 2024-06-11 14:11:01 -- STEP: 9/330 -- GLOBAL_STEP: 260600 | > loss_disc: 2.4694082736968994 (2.363700522316827) | > loss_disc_real_0: 0.10124671459197998 (0.1039324411087566) | > loss_disc_real_1: 0.1856159269809723 (0.20525449017683664) | > loss_disc_real_2: 0.2162734419107437 (0.21300283239947426) | > loss_disc_real_3: 0.24773098528385162 (0.2365090317196316) | > loss_disc_real_4: 0.2653549313545227 (0.23926938407950932) | > loss_disc_real_5: 0.2541283667087555 (0.23508102032873365) | > loss_0: 2.4694082736968994 (2.363700522316827) | > grad_norm_0: tensor(5.3139, device='cuda:0') (tensor(7.1231, device='cuda:0')) | > loss_gen: 2.4070346355438232 (2.4753309885660806) | > loss_kl: 1.882888674736023 (1.8592687712775335) | > loss_feat: 6.333378314971924 (6.7366485595703125) | > loss_mel: 17.930055618286133 (18.12885496351454) | > loss_duration: 2.0802536010742188 (2.1503672334882946) | > loss_1: 30.633609771728516 (31.350470225016277) | > grad_norm_1: tensor(53.6359, device='cuda:0') (tensor(68.5704, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3423 (0.363157245847914) | > loader_time: 0.0027 (0.003392775853474935)  --> TIME: 2024-06-11 14:11:10 -- STEP: 34/330 -- GLOBAL_STEP: 260625 | > loss_disc: 2.3744475841522217 (2.3378792860928694) | > loss_disc_real_0: 0.08842058479785919 (0.10534160759519129) | > loss_disc_real_1: 0.2087198793888092 (0.20328819664085612) | > loss_disc_real_2: 0.19629202783107758 (0.21160592577036688) | > loss_disc_real_3: 0.23402880132198334 (0.22689818371744716) | > loss_disc_real_4: 0.2046688348054886 (0.23132914830656612) | > loss_disc_real_5: 0.19368386268615723 (0.22377296537160873) | > loss_0: 2.3744475841522217 (2.3378792860928694) | > grad_norm_0: tensor(13.2360, device='cuda:0') (tensor(8.2111, device='cuda:0')) | > loss_gen: 2.344817876815796 (2.493880468256333) | > loss_kl: 2.1245386600494385 (1.9312605752664453) | > loss_feat: 7.022268772125244 (6.962589123669793) | > loss_mel: 18.004846572875977 (17.927430208991556) | > loss_duration: 2.041863441467285 (2.0458402633666988) | > loss_1: 31.538333892822266 (31.361000397626093) | > grad_norm_1: tensor(172.2806, device='cuda:0') (tensor(77.8060, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3492 (0.35698629828060374) | > loader_time: 0.0031 (0.0033219421611112706)  --> TIME: 2024-06-11 14:11:20 -- STEP: 59/330 -- GLOBAL_STEP: 260650 | > loss_disc: 2.429043769836426 (2.3448327880794704) | > loss_disc_real_0: 0.11128725111484528 (0.10602863524424827) | > loss_disc_real_1: 0.2234424203634262 (0.2000048918239141) | > loss_disc_real_2: 0.2822800576686859 (0.21207561331280209) | > loss_disc_real_3: 0.22292408347129822 (0.23032968175613275) | > loss_disc_real_4: 0.2353256493806839 (0.23229231672771908) | > loss_disc_real_5: 0.2306269109249115 (0.22413918401225139) | > loss_0: 2.429043769836426 (2.3448327880794704) | > grad_norm_0: tensor(12.1383, device='cuda:0') (tensor(9.9678, device='cuda:0')) | > loss_gen: 2.3722805976867676 (2.4812084941540733) | > loss_kl: 2.011200189590454 (1.9170707565242961) | > loss_feat: 6.544326305389404 (6.996194548526053) | > loss_mel: 16.832828521728516 (17.859853647522993) | > loss_duration: 1.963735580444336 (2.019109279422436) | > loss_1: 29.7243709564209 (31.273436594817596) | > grad_norm_1: tensor(87.1421, device='cuda:0') (tensor(106.2696, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3639 (0.3642618939027948) | > loader_time: 0.004 (0.0034654989080914)  --> TIME: 2024-06-11 14:11:29 -- STEP: 84/330 -- GLOBAL_STEP: 260675 | > loss_disc: 2.29311466217041 (2.3452307865733184) | > loss_disc_real_0: 0.1217329353094101 (0.10806250385940078) | > loss_disc_real_1: 0.1861381083726883 (0.19973197916433924) | > loss_disc_real_2: 0.1982552707195282 (0.21071826914946237) | > loss_disc_real_3: 0.23009909689426422 (0.2291910666085425) | > loss_disc_real_4: 0.22622095048427582 (0.23085920672331536) | > loss_disc_real_5: 0.21773332357406616 (0.22345868107818423) | > loss_0: 2.29311466217041 (2.3452307865733184) | > grad_norm_0: tensor(9.1966, device='cuda:0') (tensor(10.5177, device='cuda:0')) | > loss_gen: 2.449131488800049 (2.481129779702141) | > loss_kl: 2.0088298320770264 (1.9369776177973974) | > loss_feat: 7.3956708908081055 (7.036351448013669) | > loss_mel: 18.274372100830078 (17.852060181753963) | > loss_duration: 2.080073595046997 (2.011360682192302) | > loss_1: 32.20807647705078 (31.31787954057966) | > grad_norm_1: tensor(70.3259, device='cuda:0') (tensor(115.7948, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3722 (0.36557012512570336) | > loader_time: 0.0042 (0.0035820291155860538)  --> TIME: 2024-06-11 14:11:39 -- STEP: 109/330 -- GLOBAL_STEP: 260700 | > loss_disc: 2.3647642135620117 (2.3500885635340976) | > loss_disc_real_0: 0.09527896344661713 (0.11042103403752004) | > loss_disc_real_1: 0.21205231547355652 (0.19935027557775514) | > loss_disc_real_2: 0.21293805539608002 (0.21127203981810755) | > loss_disc_real_3: 0.23861651122570038 (0.22950948378361694) | > loss_disc_real_4: 0.24077482521533966 (0.2311915480489031) | > loss_disc_real_5: 0.21441099047660828 (0.2234022185343121) | > loss_0: 2.3647642135620117 (2.3500885635340976) | > grad_norm_0: tensor(16.3370, device='cuda:0') (tensor(10.7354, device='cuda:0')) | > loss_gen: 2.396928310394287 (2.47618781098532) | > loss_kl: 2.141630172729492 (1.9537679952218991) | > loss_feat: 6.610672950744629 (7.011689837919462) | > loss_mel: 17.431432723999023 (17.767428616864954) | > loss_duration: 1.975534200668335 (2.012546031846911) | > loss_1: 30.556198120117188 (31.221620069731266) | > grad_norm_1: tensor(204.2402, device='cuda:0') (tensor(118.1920, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.365 (0.3680462771599446) | > loader_time: 0.004 (0.0036644848114853606)  --> TIME: 2024-06-11 14:11:48 -- STEP: 134/330 -- GLOBAL_STEP: 260725 | > loss_disc: 2.2736432552337646 (2.348997254869831) | > loss_disc_real_0: 0.10669778287410736 (0.1114835920396136) | > loss_disc_real_1: 0.16391511261463165 (0.19840854094989263) | > loss_disc_real_2: 0.18314269185066223 (0.21108970368531213) | > loss_disc_real_3: 0.22651883959770203 (0.2289469099756497) | > loss_disc_real_4: 0.19682319462299347 (0.23016039460007823) | > loss_disc_real_5: 0.20877820253372192 (0.2223213901048276) | > loss_0: 2.2736432552337646 (2.348997254869831) | > grad_norm_0: tensor(15.0829, device='cuda:0') (tensor(11.3714, device='cuda:0')) | > loss_gen: 2.5925681591033936 (2.4795871670566387) | > loss_kl: 2.0428757667541504 (1.958823219164094) | > loss_feat: 7.950651168823242 (7.04999007395844) | > loss_mel: 18.326358795166016 (17.80907287882335) | > loss_duration: 2.020742416381836 (2.0159144063494088) | > loss_1: 32.933197021484375 (31.313387600343617) | > grad_norm_1: tensor(197.2779, device='cuda:0') (tensor(127.6850, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3902 (0.36982094174000757) | > loader_time: 0.005 (0.0037771961582240775)  --> TIME: 2024-06-11 14:11:58 -- STEP: 159/330 -- GLOBAL_STEP: 260750 | > loss_disc: 2.3967370986938477 (2.353411326618313) | > loss_disc_real_0: 0.14776790142059326 (0.11344587727912567) | > loss_disc_real_1: 0.17038071155548096 (0.19891975435820763) | > loss_disc_real_2: 0.20496578514575958 (0.21155190242911276) | > loss_disc_real_3: 0.2342780977487564 (0.22920515327333654) | > loss_disc_real_4: 0.22424735128879547 (0.23092596935776044) | > loss_disc_real_5: 0.19009438157081604 (0.22239367251501144) | > loss_0: 2.3967370986938477 (2.353411326618313) | > grad_norm_0: tensor(25.5240, device='cuda:0') (tensor(11.8422, device='cuda:0')) | > loss_gen: 2.38785982131958 (2.4802561496038855) | > loss_kl: 2.0792863368988037 (1.9618175831980675) | > loss_feat: 6.5925612449646 (7.041228096440153) | > loss_mel: 17.199420928955078 (17.78742070467967) | > loss_duration: 2.0333948135375977 (2.0185465482795752) | > loss_1: 30.292522430419922 (31.28926893750077) | > grad_norm_1: tensor(322.2830, device='cuda:0') (tensor(133.4981, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3791 (0.3729729052609618) | > loader_time: 0.0056 (0.003907622031445773)  --> TIME: 2024-06-11 14:12:08 -- STEP: 184/330 -- GLOBAL_STEP: 260775 | > loss_disc: 2.4186384677886963 (2.354226397431414) | > loss_disc_real_0: 0.1265300214290619 (0.11468608750273353) | > loss_disc_real_1: 0.21480031311511993 (0.19904445816317332) | > loss_disc_real_2: 0.28833580017089844 (0.21172896456783225) | > loss_disc_real_3: 0.24072004854679108 (0.22901106601499993) | > loss_disc_real_4: 0.250424325466156 (0.23065435910678428) | > loss_disc_real_5: 0.26166024804115295 (0.22233229365361773) | > loss_0: 2.4186384677886963 (2.354226397431414) | > grad_norm_0: tensor(37.2729, device='cuda:0') (tensor(13.6358, device='cuda:0')) | > loss_gen: 2.5936570167541504 (2.479159040295559) | > loss_kl: 1.983150839805603 (1.9660797099704328) | > loss_feat: 6.813770294189453 (7.028545524763024) | > loss_mel: 17.651029586791992 (17.741662222406145) | > loss_duration: 2.070525646209717 (2.0252325716225985) | > loss_1: 31.112133026123047 (31.240678901257724) | > grad_norm_1: tensor(151.8628, device='cuda:0') (tensor(149.8872, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3909 (0.3751529817995818) | > loader_time: 0.0045 (0.00400516390800476)  --> TIME: 2024-06-11 14:12:19 -- STEP: 209/330 -- GLOBAL_STEP: 260800 | > loss_disc: 2.362363815307617 (2.3570012030989345) | > loss_disc_real_0: 0.07317265123128891 (0.11578420399906533) | > loss_disc_real_1: 0.2550084590911865 (0.19936921301355773) | > loss_disc_real_2: 0.22727538645267487 (0.21224348475202984) | > loss_disc_real_3: 0.228518545627594 (0.22933734311726675) | > loss_disc_real_4: 0.2526358664035797 (0.23041933689391214) | > loss_disc_real_5: 0.2252689152956009 (0.2218166695257123) | > loss_0: 2.362363815307617 (2.3570012030989345) | > grad_norm_0: tensor(15.2462, device='cuda:0') (tensor(16.5688, device='cuda:0')) | > loss_gen: 2.572162389755249 (2.4795586047560403) | > loss_kl: 1.894492745399475 (1.9711450806074735) | > loss_feat: 7.186809539794922 (7.044034163917651) | > loss_mel: 17.007938385009766 (17.72063692448813) | > loss_duration: 2.1147968769073486 (2.032848572616942) | > loss_1: 30.776201248168945 (31.2482232089248) | > grad_norm_1: tensor(308.4803, device='cuda:0') (tensor(170.2091, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.3926 (0.3788890484987834) | > loader_time: 0.0051 (0.004126548767089844)  --> TIME: 2024-06-11 14:12:29 -- STEP: 234/330 -- GLOBAL_STEP: 260825 | > loss_disc: 2.296583890914917 (2.3587441311942188) | > loss_disc_real_0: 0.06466014683246613 (0.11664736980938503) | > loss_disc_real_1: 0.18157757818698883 (0.1993022797963558) | > loss_disc_real_2: 0.24474509060382843 (0.21218187635780394) | > loss_disc_real_3: 0.23143687844276428 (0.2294423879466505) | > loss_disc_real_4: 0.2193882316350937 (0.23004982645949748) | > loss_disc_real_5: 0.21365348994731903 (0.22217448393249103) | > loss_0: 2.296583890914917 (2.3587441311942188) | > grad_norm_0: tensor(29.7851, device='cuda:0') (tensor(19.1859, device='cuda:0')) | > loss_gen: 2.5780487060546875 (2.4839527464320517) | > loss_kl: 1.9681291580200195 (1.9695119715144491) | > loss_feat: 6.768672466278076 (7.047895635295118) | > loss_mel: 16.552669525146484 (17.689195771502646) | > loss_duration: 2.1055073738098145 (2.0410100129934463) | > loss_1: 29.973026275634766 (31.231566013433994) | > grad_norm_1: tensor(354.7915, device='cuda:0') (tensor(193.6040, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.4408 (0.3827963731227777) | > loader_time: 0.0056 (0.004255750240423738)  --> TIME: 2024-06-11 14:12:40 -- STEP: 259/330 -- GLOBAL_STEP: 260850 | > loss_disc: 2.5122361183166504 (2.3613977680795424) | > loss_disc_real_0: 0.10042427480220795 (0.11751450569473178) | > loss_disc_real_1: 0.23986491560935974 (0.19948525922408897) | > loss_disc_real_2: 0.19143643975257874 (0.2122591235117562) | > loss_disc_real_3: 0.1891147345304489 (0.22942311716586006) | > loss_disc_real_4: 0.17294900119304657 (0.22981180423245007) | > loss_disc_real_5: 0.1846766322851181 (0.22240384204967603) | > loss_0: 2.5122361183166504 (2.3613977680795424) | > grad_norm_0: tensor(27.6788, device='cuda:0') (tensor(21.9445, device='cuda:0')) | > loss_gen: 2.4028615951538086 (2.490154321589525) | > loss_kl: 2.0024147033691406 (1.9707126143356088) | > loss_feat: 6.737186431884766 (7.069809147750089) | > loss_mel: 17.315217971801758 (17.661905914660135) | > loss_duration: 2.147249937057495 (2.0487414741147907) | > loss_1: 30.604928970336914 (31.241323331148006) | > grad_norm_1: tensor(378.6054, device='cuda:0') (tensor(218.8326, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.4248 (0.38754041406638834) | > loader_time: 0.0054 (0.004402259141782074)  --> TIME: 2024-06-11 14:12:52 -- STEP: 284/330 -- GLOBAL_STEP: 260875 | > loss_disc: 2.319805383682251 (2.3629140274625415) | > loss_disc_real_0: 0.10611224174499512 (0.11849472217891417) | > loss_disc_real_1: 0.27755650877952576 (0.2000546359365255) | > loss_disc_real_2: 0.21610547602176666 (0.2120362438891135) | > loss_disc_real_3: 0.23772749304771423 (0.2294682359296671) | > loss_disc_real_4: 0.22313161194324493 (0.2295399896380767) | > loss_disc_real_5: 0.18897128105163574 (0.2222464447185187) | > loss_0: 2.319805383682251 (2.3629140274625415) | > grad_norm_0: tensor(33.4821, device='cuda:0') (tensor(23.4202, device='cuda:0')) | > loss_gen: 2.6335010528564453 (2.487164682065937) | > loss_kl: 2.062661647796631 (1.9744319311330016) | > loss_feat: 7.387486934661865 (7.064580615137664) | > loss_mel: 17.2911376953125 (17.605884511705867) | > loss_duration: 2.1558892726898193 (2.0579897072953246) | > loss_1: 31.530677795410156 (31.19005130714094) | > grad_norm_1: tensor(524.5012, device='cuda:0') (tensor(237.9471, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.4489 (0.3925030046785382) | > loader_time: 0.0065 (0.004564037625218779)  --> TIME: 2024-06-11 14:13:04 -- STEP: 309/330 -- GLOBAL_STEP: 260900 | > loss_disc: 2.394965887069702 (2.364148484078809) | > loss_disc_real_0: 0.08305828273296356 (0.11907755163977447) | > loss_disc_real_1: 0.17848266661167145 (0.20015474469144753) | > loss_disc_real_2: 0.1763247549533844 (0.21205966256583006) | > loss_disc_real_3: 0.21553067862987518 (0.22923287686599497) | > loss_disc_real_4: 0.19901993870735168 (0.22966129354481557) | > loss_disc_real_5: 0.1884688436985016 (0.2221709748302077) | > loss_0: 2.394965887069702 (2.364148484078809) | > grad_norm_0: tensor(24.1667, device='cuda:0') (tensor(25.3488, device='cuda:0')) | > loss_gen: 2.55233097076416 (2.487124528699708) | > loss_kl: 1.9942328929901123 (1.9776637588889854) | > loss_feat: 7.716058731079102 (7.090501580037731) | > loss_mel: 17.49027442932129 (17.575874742180794) | > loss_duration: 2.239579439163208 (2.0695298991157016) | > loss_1: 31.992475509643555 (31.20069439588627) | > grad_norm_1: tensor(675.0164, device='cuda:0') (tensor(261.4509, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.5014 (0.40009494429653136) | > loader_time: 0.0071 (0.0047677234538550505)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3854405879974365 (2.3854405879974365) | > loss_disc_real_0: 0.05402454733848572 (0.05402454733848572) | > loss_disc_real_1: 0.22885656356811523 (0.22885656356811523) | > loss_disc_real_2: 0.2821928858757019 (0.2821928858757019) | > loss_disc_real_3: 0.2640431523323059 (0.2640431523323059) | > loss_disc_real_4: 0.2546943724155426 (0.2546943724155426) | > loss_disc_real_5: 0.26588577032089233 (0.26588577032089233) | > loss_0: 2.3854405879974365 (2.3854405879974365) | > loss_gen: 2.5409903526306152 (2.5409903526306152) | > loss_kl: 2.171433448791504 (2.171433448791504) | > loss_feat: 6.724926471710205 (6.724926471710205) | > loss_mel: 18.03797149658203 (18.03797149658203) | > loss_duration: 3.044562339782715 (3.044562339782715) | > loss_1: 32.5198860168457 (32.5198860168457)  --> STEP: 1 | > loss_disc: 2.03596830368042 (2.03596830368042) | > loss_disc_real_0: 0.06305578351020813 (0.06305578351020813) | > loss_disc_real_1: 0.14472851157188416 (0.14472851157188416) | > loss_disc_real_2: 0.19729621708393097 (0.19729621708393097) | > loss_disc_real_3: 0.1548728048801422 (0.1548728048801422) | > loss_disc_real_4: 0.18775330483913422 (0.18775330483913422) | > loss_disc_real_5: 0.1517539769411087 (0.1517539769411087) | > loss_0: 2.03596830368042 (2.03596830368042) | > loss_gen: 2.237199306488037 (2.237199306488037) | > loss_kl: 2.312471389770508 (2.312471389770508) | > loss_feat: 7.128227233886719 (7.128227233886719) | > loss_mel: 17.160127639770508 (17.160127639770508) | > loss_duration: 2.484981060028076 (2.484981060028076) | > loss_1: 31.323007583618164 (31.323007583618164)  --> STEP: 2 | > loss_disc: 2.399824619293213 (2.2178964614868164) | > loss_disc_real_0: 0.09422758221626282 (0.07864168286323547) | > loss_disc_real_1: 0.13110733032226562 (0.1379179209470749) | > loss_disc_real_2: 0.18052861094474792 (0.18891241401433945) | > loss_disc_real_3: 0.2511644959449768 (0.2030186504125595) | > loss_disc_real_4: 0.27338141202926636 (0.2305673584342003) | > loss_disc_real_5: 0.2885763645172119 (0.2201651707291603) | > loss_0: 2.399824619293213 (2.2178964614868164) | > loss_gen: 2.2908496856689453 (2.264024496078491) | > loss_kl: 2.510730266571045 (2.4116008281707764) | > loss_feat: 6.144189834594727 (6.636208534240723) | > loss_mel: 20.381380081176758 (18.770753860473633) | > loss_duration: 2.4731030464172363 (2.4790420532226562) | > loss_1: 33.800254821777344 (32.561631202697754)  --> STEP: 3 | > loss_disc: 2.0006065368652344 (2.1454664866129556) | > loss_disc_real_0: 0.11968384683132172 (0.09232240418593089) | > loss_disc_real_1: 0.1633811742067337 (0.14640567203362784) | > loss_disc_real_2: 0.22627197206020355 (0.20136560002962747) | > loss_disc_real_3: 0.1697094887495041 (0.19191559652487436) | > loss_disc_real_4: 0.14456474781036377 (0.2018998215595881) | > loss_disc_real_5: 0.14710389077663422 (0.19581141074498495) | > loss_0: 2.0006065368652344 (2.1454664866129556) | > loss_gen: 2.5540313720703125 (2.3606934547424316) | > loss_kl: 2.7961952686309814 (2.5397989749908447) | > loss_feat: 7.840813159942627 (7.0377434094746905) | > loss_mel: 19.72643280029297 (19.089313507080078) | > loss_duration: 2.3226795196533203 (2.4269212086995444) | > loss_1: 35.240150451660156 (33.45447095235189)  --> STEP: 4 | > loss_disc: 2.495576858520508 (2.2329940795898438) | > loss_disc_real_0: 0.14687378704547882 (0.10596024990081787) | > loss_disc_real_1: 0.2278548926115036 (0.16676797717809677) | > loss_disc_real_2: 0.2125122994184494 (0.20415227487683296) | > loss_disc_real_3: 0.2968732416629791 (0.21815500780940056) | > loss_disc_real_4: 0.2477535903453827 (0.21336326375603676) | > loss_disc_real_5: 0.27575793862342834 (0.2157980427145958) | > loss_0: 2.495576858520508 (2.2329940795898438) | > loss_gen: 2.4221014976501465 (2.3760454654693604) | > loss_kl: 2.635268449783325 (2.563666343688965) | > loss_feat: 6.999046325683594 (7.0280691385269165) | > loss_mel: 16.448043823242188 (18.428996086120605) | > loss_duration: 2.3603196144104004 (2.4102708101272583) | > loss_1: 30.86478042602539 (32.807048320770264)  --> STEP: 5 | > loss_disc: 2.656175374984741 (2.317630338668823) | > loss_disc_real_0: 0.241254985332489 (0.1330191969871521) | > loss_disc_real_1: 0.1827816367149353 (0.16997070908546447) | > loss_disc_real_2: 0.2745889127254486 (0.2182396024465561) | > loss_disc_real_3: 0.28264883160591125 (0.2310537725687027) | > loss_disc_real_4: 0.33194100856781006 (0.23707881271839143) | > loss_disc_real_5: 0.32891762256622314 (0.23842195868492128) | > loss_0: 2.656175374984741 (2.317630338668823) | > loss_gen: 2.4351871013641357 (2.3878737926483153) | > loss_kl: 2.657487154006958 (2.5824305057525634) | > loss_feat: 4.504034996032715 (6.523262310028076) | > loss_mel: 17.864931106567383 (18.31618309020996) | > loss_duration: 2.383974313735962 (2.405011510848999) | > loss_1: 29.845613479614258 (32.214761352539064)  --> STEP: 6 | > loss_disc: 2.3233351707458496 (2.318581144014994) | > loss_disc_real_0: 0.07204150408506393 (0.1228562481701374) | > loss_disc_real_1: 0.19031406939029694 (0.1733612691362699) | > loss_disc_real_2: 0.18500374257564545 (0.21270029246807098) | > loss_disc_real_3: 0.2800518274307251 (0.23922011504570642) | > loss_disc_real_4: 0.26214638352394104 (0.24125674118598303) | > loss_disc_real_5: 0.24802732467651367 (0.24002285301685333) | > loss_0: 2.3233351707458496 (2.318581144014994) | > loss_gen: 2.4042341709136963 (2.3906005223592124) | > loss_kl: 2.334247589111328 (2.5410666863123574) | > loss_feat: 5.572481632232666 (6.364798863728841) | > loss_mel: 19.045228958129883 (18.43769073486328) | > loss_duration: 2.215378999710083 (2.373406092325846) | > loss_1: 31.571571350097656 (32.10756301879883)  --> STEP: 7 | > loss_disc: 2.2750566005706787 (2.3123633520943776) | > loss_disc_real_0: 0.17642304301261902 (0.13050864743334906) | > loss_disc_real_1: 0.24696862697601318 (0.18387660597051894) | > loss_disc_real_2: 0.24983081221580505 (0.21800465243203299) | > loss_disc_real_3: 0.22479404509067535 (0.23715924790927342) | > loss_disc_real_4: 0.19704830646514893 (0.23494125051157816) | > loss_disc_real_5: 0.18967704474925995 (0.23283059469291142) | > loss_0: 2.2750566005706787 (2.3123633520943776) | > loss_gen: 2.442810535430908 (2.3980590956551686) | > loss_kl: 3.920124053955078 (2.738074881689889) | > loss_feat: 5.720648765563965 (6.272777421133859) | > loss_mel: 17.903465270996094 (18.361372811453684) | > loss_duration: 2.544464349746704 (2.397842986243112) | > loss_1: 32.53151321411133 (32.1681273324149)  --> STEP: 8 | > loss_disc: 2.3952341079711914 (2.3227221965789795) | > loss_disc_real_0: 0.09256012737751007 (0.1257650824263692) | > loss_disc_real_1: 0.11418765783309937 (0.17516548745334148) | > loss_disc_real_2: 0.19753938913345337 (0.21544649451971054) | > loss_disc_real_3: 0.2286929041147232 (0.23610095493495464) | > loss_disc_real_4: 0.24293996393680573 (0.2359410896897316) | > loss_disc_real_5: 0.23706239461898804 (0.233359569683671) | > loss_0: 2.3952341079711914 (2.3227221965789795) | > loss_gen: 2.0736777782440186 (2.357511430978775) | > loss_kl: 2.2155206203460693 (2.6727555990219116) | > loss_feat: 9.603925704956055 (6.689170956611633) | > loss_mel: 19.6247501373291 (18.51929497718811) | > loss_duration: 2.293024778366089 (2.384740710258484) | > loss_1: 35.8109016418457 (32.62347412109375)  --> STEP: 9 | > loss_disc: 2.5225634574890137 (2.344926781124539) | > loss_disc_real_0: 0.1336197704076767 (0.12663782553540337) | > loss_disc_real_1: 0.19681686162948608 (0.17757119569513533) | > loss_disc_real_2: 0.2795710563659668 (0.22257144583596122) | > loss_disc_real_3: 0.23825863003730774 (0.23634069661299387) | > loss_disc_real_4: 0.2831932306289673 (0.2411913275718689) | > loss_disc_real_5: 0.2921856939792633 (0.2398958057165146) | > loss_0: 2.5225634574890137 (2.344926781124539) | > loss_gen: 2.4923622608184814 (2.37249485651652) | > loss_kl: 2.5372819900512695 (2.6577029758029513) | > loss_feat: 6.458225727081299 (6.663510375552708) | > loss_mel: 19.222293853759766 (18.59740596347385) | > loss_duration: 2.1304149627685547 (2.356482293870714) | > loss_1: 32.840579986572266 (32.647596995035805)  --> STEP: 10 | > loss_disc: 2.1856167316436768 (2.328995776176453) | > loss_disc_real_0: 0.1609255075454712 (0.13006659373641014) | > loss_disc_real_1: 0.15272170305252075 (0.17508624643087387) | > loss_disc_real_2: 0.1792687177658081 (0.2182411730289459) | > loss_disc_real_3: 0.19867576658725739 (0.23257420361042022) | > loss_disc_real_4: 0.17885862290859222 (0.23495805710554124) | > loss_disc_real_5: 0.22474676370620728 (0.23838090151548386) | > loss_0: 2.1856167316436768 (2.328995776176453) | > loss_gen: 2.4203877449035645 (2.3772841453552247) | > loss_kl: 2.7623047828674316 (2.6681631565093995) | > loss_feat: 7.601810932159424 (6.757340431213379) | > loss_mel: 18.096820831298828 (18.547347450256346) | > loss_duration: 2.3787147998809814 (2.3587055444717406) | > loss_1: 33.260040283203125 (32.70884132385254)  --> STEP: 11 | > loss_disc: 2.2940311431884766 (2.325817173177546) | > loss_disc_real_0: 0.11998695135116577 (0.12915026261047882) | > loss_disc_real_1: 0.13234896957874298 (0.17120103944431653) | > loss_disc_real_2: 0.24829401075839996 (0.220973249186169) | > loss_disc_real_3: 0.24861431121826172 (0.2340323952111331) | > loss_disc_real_4: 0.27347880601882935 (0.2384599433703856) | > loss_disc_real_5: 0.2760879695415497 (0.24180881679058075) | > loss_0: 2.2940311431884766 (2.325817173177546) | > loss_gen: 2.6349525451660156 (2.400708545338024) | > loss_kl: 3.4323694705963135 (2.737636457790028) | > loss_feat: 8.545726776123047 (6.919921008023349) | > loss_mel: 19.540180206298828 (18.637604973532937) | > loss_duration: 2.5175280570983887 (2.373143954710527) | > loss_1: 36.67075729370117 (33.06901550292969)  --> STEP: 12 | > loss_disc: 2.3532943725585938 (2.328106939792633) | > loss_disc_real_0: 0.10911954939365387 (0.12748103650907675) | > loss_disc_real_1: 0.15552014112472534 (0.16989429791768393) | > loss_disc_real_2: 0.2591189444065094 (0.22415205712119737) | > loss_disc_real_3: 0.24415847659111023 (0.2348762353261312) | > loss_disc_real_4: 0.25454777479171753 (0.23980059598882994) | > loss_disc_real_5: 0.29311197996139526 (0.24608408038814863) | > loss_0: 2.3532943725585938 (2.328106939792633) | > loss_gen: 2.45915150642395 (2.4055787920951843) | > loss_kl: 1.9928088188171387 (2.6755674878756204) | > loss_feat: 6.126565456390381 (6.853808045387268) | > loss_mel: 19.532489776611328 (18.712178707122803) | > loss_duration: 2.207895278930664 (2.359373231728872) | > loss_1: 32.31890869140625 (33.0065066019694)  --> STEP: 13 | > loss_disc: 2.6763365268707275 (2.3548938311063328) | > loss_disc_real_0: 0.15498937666416168 (0.12959706267485252) | > loss_disc_real_1: 0.2409495711326599 (0.17536008816498977) | > loss_disc_real_2: 0.2941984534263611 (0.22954024145236382) | > loss_disc_real_3: 0.283567875623703 (0.2386217461182521) | > loss_disc_real_4: 0.22554415464401245 (0.2387039466546132) | > loss_disc_real_5: 0.23299510776996613 (0.24507723634059614) | > loss_0: 2.6763365268707275 (2.3548938311063328) | > loss_gen: 2.1790990829467773 (2.3881572760068455) | > loss_kl: 2.6858572959899902 (2.676359011576726) | > loss_feat: 4.915210723876953 (6.70468517450186) | > loss_mel: 14.106721878051758 (18.35791279719426) | > loss_duration: 2.290910005569458 (2.354106829716609) | > loss_1: 26.17780113220215 (32.48122156583346)  --> STEP: 14 | > loss_disc: 2.070976495742798 (2.334614021437509) | > loss_disc_real_0: 0.11567626893520355 (0.1286027202648776) | > loss_disc_real_1: 0.07442678511142731 (0.16815056651830673) | > loss_disc_real_2: 0.1528943032026291 (0.22406553157738276) | > loss_disc_real_3: 0.23796093463897705 (0.23857454529830388) | > loss_disc_real_4: 0.24010050296783447 (0.23880370067698614) | > loss_disc_real_5: 0.2191866934299469 (0.2432279118469783) | > loss_0: 2.070976495742798 (2.334614021437509) | > loss_gen: 2.502891778945923 (2.396352597645351) | > loss_kl: 2.8474960327148438 (2.688583084515163) | > loss_feat: 8.698486328125 (6.847099542617798) | > loss_mel: 20.529748916625977 (18.51304394858224) | > loss_duration: 2.4022421836853027 (2.3575450692858015) | > loss_1: 36.98086166381836 (32.80262442997524)  --> STEP: 15 | > loss_disc: 2.018942356109619 (2.3135692437489825) | > loss_disc_real_0: 0.1492966115474701 (0.12998231301705043) | > loss_disc_real_1: 0.147939532995224 (0.16680316428343456) | > loss_disc_real_2: 0.2167360931634903 (0.22357690234978994) | > loss_disc_real_3: 0.15205581486225128 (0.23280662993590037) | > loss_disc_real_4: 0.15187691152095795 (0.2330085813999176) | > loss_disc_real_5: 0.17960651218891144 (0.2389864852031072) | > loss_0: 2.018942356109619 (2.3135692437489825) | > loss_gen: 2.448503017425537 (2.399829292297363) | > loss_kl: 3.3340446949005127 (2.731613858540853) | > loss_feat: 7.969398498535156 (6.921919473012289) | > loss_mel: 19.0516414642334 (18.54895044962565) | > loss_duration: 2.3663487434387207 (2.358131980895996) | > loss_1: 35.1699333190918 (32.96044502258301)  --> STEP: 16 | > loss_disc: 2.357428550720215 (2.3163104504346848) | > loss_disc_real_0: 0.08829256892204285 (0.12737670401111245) | > loss_disc_real_1: 0.22033770382404327 (0.1701490730047226) | > loss_disc_real_2: 0.26362451910972595 (0.22607987839728594) | > loss_disc_real_3: 0.20208510756492615 (0.23088653478771448) | > loss_disc_real_4: 0.17070415616035461 (0.22911455482244492) | > loss_disc_real_5: 0.16455189883708954 (0.2343343235552311) | > loss_0: 2.357428550720215 (2.3163104504346848) | > loss_gen: 2.105884313583374 (2.381457731127739) | > loss_kl: 2.9707043170928955 (2.7465570122003555) | > loss_feat: 6.435000896453857 (6.8914870619773865) | > loss_mel: 17.14816665649414 (18.46140146255493) | > loss_duration: 2.414963722229004 (2.361683964729309) | > loss_1: 31.074718475341797 (32.84258711338043)  --> STEP: 17 | > loss_disc: 2.3517560958862305 (2.3183954884024227) | > loss_disc_real_0: 0.09011335670948029 (0.12518474240513408) | > loss_disc_real_1: 0.18392686545848846 (0.17095953138435588) | > loss_disc_real_2: 0.33138108253479004 (0.23227406687596264) | > loss_disc_real_3: 0.27148452401161194 (0.2332746518008849) | > loss_disc_real_4: 0.2485782951116562 (0.2302594807218103) | > loss_disc_real_5: 0.29520392417907715 (0.23791488829781027) | > loss_0: 2.3517560958862305 (2.3183954884024227) | > loss_gen: 2.6194963455200195 (2.395460002562579) | > loss_kl: 2.544610023498535 (2.7346777775708366) | > loss_feat: 6.370092868804932 (6.860816815320184) | > loss_mel: 16.132200241088867 (18.324389625998105) | > loss_duration: 2.479428291320801 (2.368610101587632) | > loss_1: 30.145828247070312 (32.6839542388916)  --> STEP: 18 | > loss_disc: 2.106496810913086 (2.306623339653015) | > loss_disc_real_0: 0.07592819631099701 (0.12244826762212647) | > loss_disc_real_1: 0.10012079030275345 (0.1670240457687113) | > loss_disc_real_2: 0.21542198956012726 (0.23133784035841623) | > loss_disc_real_3: 0.2223326861858368 (0.23266676482227114) | > loss_disc_real_4: 0.2160952389240265 (0.2294725783997112) | > loss_disc_real_5: 0.2309059351682663 (0.23752550201283562) | > loss_0: 2.106496810913086 (2.306623339653015) | > loss_gen: 2.5078208446502686 (2.4017022715674505) | > loss_kl: 3.1672191619873047 (2.7587078544828625) | > loss_feat: 9.05909538269043 (6.982943402396308) | > loss_mel: 18.617717742919922 (18.34068563249376) | > loss_duration: 2.302279233932495 (2.364925053384569) | > loss_1: 35.65413284301758 (32.84896416134305)  --> STEP: 19 | > loss_disc: 2.4361300468444824 (2.3134394821367765) | > loss_disc_real_0: 0.11353395134210587 (0.12197909308107276) | > loss_disc_real_1: 0.1888488382101059 (0.16817271905510048) | > loss_disc_real_2: 0.2762841284275055 (0.23370343446731567) | > loss_disc_real_3: 0.256952166557312 (0.2339449438609575) | > loss_disc_real_4: 0.2277642786502838 (0.22938266788658343) | > loss_disc_real_5: 0.22717691957950592 (0.23698083977950246) | > loss_0: 2.4361300468444824 (2.3134394821367765) | > loss_gen: 2.2571942806243896 (2.394096587833605) | > loss_kl: 1.835755705833435 (2.710131425606577) | > loss_feat: 6.020169258117676 (6.932271079013222) | > loss_mel: 18.0250301361084 (18.324072185315583) | > loss_duration: 2.372802257537842 (2.3653396430768465) | > loss_1: 30.51095199584961 (32.72591088947497)  --> STEP: 20 | > loss_disc: 2.5665767192840576 (2.3260963439941404) | > loss_disc_real_0: 0.22879579663276672 (0.12731992825865746) | > loss_disc_real_1: 0.22420147061347961 (0.17097415663301943) | > loss_disc_real_2: 0.2307862639427185 (0.2335575759410858) | > loss_disc_real_3: 0.22424113750457764 (0.2334597535431385) | > loss_disc_real_4: 0.2553202509880066 (0.23067954704165458) | > loss_disc_real_5: 0.22077560424804688 (0.23617057800292968) | > loss_0: 2.5665767192840576 (2.3260963439941404) | > loss_gen: 2.202279567718506 (2.38450573682785) | > loss_kl: 2.168243646621704 (2.6830370366573333) | > loss_feat: 5.295833110809326 (6.850449180603027) | > loss_mel: 16.150352478027344 (18.215386199951173) | > loss_duration: 2.3402047157287598 (2.364082896709442) | > loss_1: 28.15691375732422 (32.497461032867434)  --> STEP: 21 | > loss_disc: 2.3385462760925293 (2.3266891979035877) | > loss_disc_real_0: 0.18392673134803772 (0.1300154903105327) | > loss_disc_real_1: 0.21853332221508026 (0.17323887880359376) | > loss_disc_real_2: 0.2624942362308502 (0.23493551214536032) | > loss_disc_real_3: 0.19365423917770386 (0.23156425285907017) | > loss_disc_real_4: 0.21973438560962677 (0.2301583488782247) | > loss_disc_real_5: 0.19803868234157562 (0.23435477344762712) | > loss_0: 2.3385462760925293 (2.3266891979035877) | > loss_gen: 2.348867416381836 (2.3828086739494685) | > loss_kl: 2.41479229927063 (2.670263477734157) | > loss_feat: 4.827118396759033 (6.7541000956580755) | > loss_mel: 14.08249282836914 (18.01858175368536) | > loss_duration: 2.165395736694336 (2.3546216033753895) | > loss_1: 25.838666915893555 (32.18037559872582)  --> STEP: 22 | > loss_disc: 2.0700180530548096 (2.3150223276831885) | > loss_disc_real_0: 0.18277469277381897 (0.1324136358770457) | > loss_disc_real_1: 0.13054867088794708 (0.171298414807428) | > loss_disc_real_2: 0.19361156225204468 (0.23305715078657324) | > loss_disc_real_3: 0.18302838504314423 (0.22935807704925537) | > loss_disc_real_4: 0.2561191916465759 (0.23133838718587701) | > loss_disc_real_5: 0.2582194209098816 (0.23543953015045685) | > loss_0: 2.0700180530548096 (2.3150223276831885) | > loss_gen: 2.8789565563201904 (2.405360850420865) | > loss_kl: 2.0310049057006836 (2.641206269914454) | > loss_feat: 11.257786750793457 (6.958813125436956) | > loss_mel: 23.211349487304688 (18.25461665066806) | > loss_duration: 2.213254928588867 (2.3481958454305474) | > loss_1: 41.59235382080078 (32.60819279063832)  --> STEP: 23 | > loss_disc: 2.349407196044922 (2.3165173219597857) | > loss_disc_real_0: 0.13250771164894104 (0.13241772612799765) | > loss_disc_real_1: 0.1955643892288208 (0.1723534571735755) | > loss_disc_real_2: 0.18031983077526093 (0.23076422382955966) | > loss_disc_real_3: 0.2655491828918457 (0.23093160339023755) | > loss_disc_real_4: 0.2293190062046051 (0.23125058801277823) | > loss_disc_real_5: 0.24998848140239716 (0.2360720932483673) | > loss_0: 2.349407196044922 (2.3165173219597857) | > loss_gen: 2.417567014694214 (2.4058915532153584) | > loss_kl: 2.397082567214966 (2.630592195884041) | > loss_feat: 6.801464557647705 (6.951971883359163) | > loss_mel: 17.440044403076172 (18.21920046599015) | > loss_duration: 2.3139352798461914 (2.346706255622532) | > loss_1: 31.370094299316406 (32.55436242145041)  --> STEP: 24 | > loss_disc: 2.3235464096069336 (2.31681020061175) | > loss_disc_real_0: 0.142381489276886 (0.132832882925868) | > loss_disc_real_1: 0.1715281903743744 (0.17231907105694214) | > loss_disc_real_2: 0.31064778566360474 (0.23409270557264486) | > loss_disc_real_3: 0.2695103585720062 (0.23253905152281126) | > loss_disc_real_4: 0.2761152386665344 (0.23311994845668474) | > loss_disc_real_5: 0.23008127510547638 (0.23582247582574686) | > loss_0: 2.3235464096069336 (2.31681020061175) | > loss_gen: 2.8008761405944824 (2.4223492443561554) | > loss_kl: 2.0334908962249756 (2.6057129750649133) | > loss_feat: 6.747660160064697 (6.94345889488856) | > loss_mel: 16.701601028442383 (18.155967156092327) | > loss_duration: 2.377765655517578 (2.348000397284826) | > loss_1: 30.661394119262695 (32.47548874219259)  --> STEP: 25 | > loss_disc: 2.2981717586517334 (2.3160646629333494) | > loss_disc_real_0: 0.1652442067861557 (0.1341293358802795) | > loss_disc_real_1: 0.1701665073633194 (0.17223296850919723) | > loss_disc_real_2: 0.29676005244255066 (0.2365993994474411) | > loss_disc_real_3: 0.20653793215751648 (0.23149900674819945) | > loss_disc_real_4: 0.19388537108898163 (0.23155056536197663) | > loss_disc_real_5: 0.20553424954414368 (0.23461094677448271) | > loss_0: 2.2981717586517334 (2.3160646629333494) | > loss_gen: 2.406630039215088 (2.421720476150513) | > loss_kl: 2.8263933658599854 (2.6145401906967165) | > loss_feat: 6.412905216217041 (6.9222367477416995) | > loss_mel: 15.865128517150879 (18.064333610534668) | > loss_duration: 2.387507915496826 (2.349580698013306) | > loss_1: 29.8985652923584 (32.37241180419922)  --> STEP: 26 | > loss_disc: 2.043821334838867 (2.305593765698946) | > loss_disc_real_0: 0.05480613559484482 (0.13107844356160894) | > loss_disc_real_1: 0.14335301518440247 (0.17112220107362822) | > loss_disc_real_2: 0.14543382823467255 (0.23309303132387307) | > loss_disc_real_3: 0.13667717576026917 (0.2278520132486637) | > loss_disc_real_4: 0.12593595683574677 (0.2274884650340447) | > loss_disc_real_5: 0.1249958947300911 (0.23039498323431382) | > loss_0: 2.043821334838867 (2.305593765698946) | > loss_gen: 2.1372900009155273 (2.410780842487629) | > loss_kl: 2.215667247772217 (2.5991989236611586) | > loss_feat: 14.498064041137695 (7.213614720564622) | > loss_mel: 19.405603408813477 (18.115920910468468) | > loss_duration: 2.3058958053588867 (2.34790050983429) | > loss_1: 40.562522888183594 (32.687416076660156) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023300739435049202 (-5.1562602703387854e-05) | > avg_loss_disc: 2.305593765698946 (-0.07644802790421679) | > avg_loss_disc_real_0: 0.13107844356160894 (+0.010014653205871554) | > avg_loss_disc_real_1: 0.17112220107362822 (-0.02208314062311098) | > avg_loss_disc_real_2: 0.23309303132387307 (+0.007347351656510265) | > avg_loss_disc_real_3: 0.2278520132486637 (-0.005268505559517772) | > avg_loss_disc_real_4: 0.2274884650340447 (+0.04584845470694396) | > avg_loss_disc_real_5: 0.23039498323431382 (+0.02247350175793353) | > avg_loss_0: 2.305593765698946 (-0.07644802790421679) | > avg_loss_gen: 2.410780842487629 (+0.14712467560401432) | > avg_loss_kl: 2.5991989236611586 (-0.1862284266031704) | > avg_loss_feat: 7.213614720564622 (-0.11877542275648878) | > avg_loss_mel: 18.115920910468468 (-0.1297694352956924) | > avg_loss_duration: 2.34790050983429 (+0.021815217458284852) | > avg_loss_1: 32.687416076660156 (-0.265833414517914)  > EPOCH: 524/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:13:39)   --> TIME: 2024-06-11 14:13:41 -- STEP: 4/330 -- GLOBAL_STEP: 260925 | > loss_disc: 2.2858660221099854 (2.3191856741905212) | > loss_disc_real_0: 0.11064668744802475 (0.09147212468087673) | > loss_disc_real_1: 0.2329648733139038 (0.18463882058858871) | > loss_disc_real_2: 0.19693349301815033 (0.20668981596827507) | > loss_disc_real_3: 0.20527979731559753 (0.22449766471982002) | > loss_disc_real_4: 0.20377223193645477 (0.22416631877422333) | > loss_disc_real_5: 0.19398272037506104 (0.2388574294745922) | > loss_0: 2.2858660221099854 (2.3191856741905212) | > grad_norm_0: tensor(4.2752, device='cuda:0') (tensor(4.3515, device='cuda:0')) | > loss_gen: 2.533073663711548 (2.48498272895813) | > loss_kl: 1.612705945968628 (1.8193726241588593) | > loss_feat: 6.68783712387085 (6.689378380775452) | > loss_mel: 17.580698013305664 (18.107318878173828) | > loss_duration: 2.120473861694336 (2.1757123470306396) | > loss_1: 30.534788131713867 (31.2767653465271) | > grad_norm_1: tensor(77.8538, device='cuda:0') (tensor(86.4904, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3647 (0.38318896293640137) | > loader_time: 0.0027 (0.0029598474502563477)  --> TIME: 2024-06-11 14:13:50 -- STEP: 29/330 -- GLOBAL_STEP: 260950 | > loss_disc: 2.2521750926971436 (2.314327165998262) | > loss_disc_real_0: 0.1286698579788208 (0.10359055857206213) | > loss_disc_real_1: 0.2211664319038391 (0.19382550644463506) | > loss_disc_real_2: 0.19173331558704376 (0.20778624764804182) | > loss_disc_real_3: 0.23603686690330505 (0.226919316526117) | > loss_disc_real_4: 0.24093782901763916 (0.2292378981565607) | > loss_disc_real_5: 0.2212810516357422 (0.2202081279507999) | > loss_0: 2.2521750926971436 (2.314327165998262) | > grad_norm_0: tensor(9.1308, device='cuda:0') (tensor(7.6693, device='cuda:0')) | > loss_gen: 2.5830392837524414 (2.521245545354383) | > loss_kl: 1.9181952476501465 (1.8665677925636028) | > loss_feat: 7.344184875488281 (7.107393922476933) | > loss_mel: 18.470291137695312 (17.99840368073562) | > loss_duration: 2.0418598651885986 (2.05203692255349) | > loss_1: 32.35757064819336 (31.54564824597589) | > grad_norm_1: tensor(150.2993, device='cuda:0') (tensor(88.6717, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3636 (0.36302191635658) | > loader_time: 0.003 (0.003237757189520474)  --> TIME: 2024-06-11 14:14:00 -- STEP: 54/330 -- GLOBAL_STEP: 260975 | > loss_disc: 2.2777810096740723 (2.3348960920616446) | > loss_disc_real_0: 0.09748243540525436 (0.10517476016172657) | > loss_disc_real_1: 0.1694120466709137 (0.19691129001202407) | > loss_disc_real_2: 0.23107318580150604 (0.21038253274228838) | > loss_disc_real_3: 0.22801311314105988 (0.22771511337271444) | > loss_disc_real_4: 0.20644651353359222 (0.2301639986258966) | > loss_disc_real_5: 0.16435793042182922 (0.2206127511130439) | > loss_0: 2.2777810096740723 (2.3348960920616446) | > grad_norm_0: tensor(7.7824, device='cuda:0') (tensor(9.8483, device='cuda:0')) | > loss_gen: 2.4052622318267822 (2.507708218362597) | > loss_kl: 2.091844320297241 (1.8789719630170751) | > loss_feat: 7.67436408996582 (7.103919152860288) | > loss_mel: 18.872709274291992 (17.972765463369868) | > loss_duration: 1.9755592346191406 (2.0257121655676094) | > loss_1: 33.019737243652344 (31.48907696759259) | > grad_norm_1: tensor(89.5239, device='cuda:0') (tensor(99.5902, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3613 (0.36085143795719854) | > loader_time: 0.0031 (0.003310190306769477)  --> TIME: 2024-06-11 14:14:09 -- STEP: 79/330 -- GLOBAL_STEP: 261000 | > loss_disc: 2.3653314113616943 (2.333111998401111) | > loss_disc_real_0: 0.10512320697307587 (0.1067420212151129) | > loss_disc_real_1: 0.1710985153913498 (0.1964180718494367) | > loss_disc_real_2: 0.2597211003303528 (0.2109218643435949) | > loss_disc_real_3: 0.2353169322013855 (0.22767615261711652) | > loss_disc_real_4: 0.22975483536720276 (0.2291511536776265) | > loss_disc_real_5: 0.20082400739192963 (0.22008640932131418) | > loss_0: 2.3653314113616943 (2.333111998401111) | > grad_norm_0: tensor(25.4166, device='cuda:0') (tensor(10.5685, device='cuda:0')) | > loss_gen: 2.567143440246582 (2.504664412027673) | > loss_kl: 1.9499239921569824 (1.9064821729177162) | > loss_feat: 7.0739617347717285 (7.130009747758696) | > loss_mel: 17.989784240722656 (17.888266092614284) | > loss_duration: 1.983954906463623 (2.0161638410785523) | > loss_1: 31.564769744873047 (31.445586337318904) | > grad_norm_1: tensor(168.7742, device='cuda:0') (tensor(107.8792, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3639 (0.3628816272639021) | > loader_time: 0.0038 (0.003431187400334998) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_261000.pth  --> TIME: 2024-06-11 14:14:24 -- STEP: 104/330 -- GLOBAL_STEP: 261025 | > loss_disc: 2.1715972423553467 (2.3386163734472714) | > loss_disc_real_0: 0.12104414403438568 (0.10920530865685298) | > loss_disc_real_1: 0.18749815225601196 (0.19731754422760922) | > loss_disc_real_2: 0.18972048163414001 (0.20984711970847386) | > loss_disc_real_3: 0.1972113847732544 (0.22723959243068328) | > loss_disc_real_4: 0.20793436467647552 (0.22861814986054713) | > loss_disc_real_5: 0.20055754482746124 (0.22037855707682097) | > loss_0: 2.1715972423553467 (2.3386163734472714) | > grad_norm_0: tensor(7.9234, device='cuda:0') (tensor(11.5748, device='cuda:0')) | > loss_gen: 2.8506722450256348 (2.493085464605918) | > loss_kl: 1.9829181432724 (1.9142172221954052) | > loss_feat: 8.066587448120117 (7.075450310340295) | > loss_mel: 18.007835388183594 (17.828090961162864) | > loss_duration: 2.0595760345458984 (2.0169863574779945) | > loss_1: 32.96759033203125 (31.327830424675575) | > grad_norm_1: tensor(230.3288, device='cuda:0') (tensor(125.6085, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3688 (0.3692530714548551) | > loader_time: 0.004 (0.0035499150936420146)  --> TIME: 2024-06-11 14:14:33 -- STEP: 129/330 -- GLOBAL_STEP: 261050 | > loss_disc: 2.478036642074585 (2.342890264451965) | > loss_disc_real_0: 0.13321243226528168 (0.11095313190720803) | > loss_disc_real_1: 0.25271326303482056 (0.1973485679820526) | > loss_disc_real_2: 0.22998863458633423 (0.21134624046872752) | > loss_disc_real_3: 0.21930548548698425 (0.2278721136178157) | > loss_disc_real_4: 0.25529325008392334 (0.22947042579798735) | > loss_disc_real_5: 0.24975574016571045 (0.22069197511950203) | > loss_0: 2.478036642074585 (2.342890264451965) | > grad_norm_0: tensor(20.6039, device='cuda:0') (tensor(12.5673, device='cuda:0')) | > loss_gen: 2.4616193771362305 (2.489778594453205) | > loss_kl: 1.9657715559005737 (1.9261849573416303) | > loss_feat: 6.9124674797058105 (7.056007917537245) | > loss_mel: 18.446401596069336 (17.829826354980476) | > loss_duration: 1.9910845756530762 (2.0189084008682596) | > loss_1: 31.77734375 (31.320706330528555) | > grad_norm_1: tensor(271.5463, device='cuda:0') (tensor(139.3902, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3672 (0.3702304658963699) | > loader_time: 0.0042 (0.003655350485513377)  --> TIME: 2024-06-11 14:14:43 -- STEP: 154/330 -- GLOBAL_STEP: 261075 | > loss_disc: 2.3163797855377197 (2.349983072900152) | > loss_disc_real_0: 0.08458536118268967 (0.11285021586658119) | > loss_disc_real_1: 0.1740657389163971 (0.19799603299274068) | > loss_disc_real_2: 0.21042771637439728 (0.21299450651004717) | > loss_disc_real_3: 0.24094301462173462 (0.2283985660254181) | > loss_disc_real_4: 0.21616804599761963 (0.22869240144243488) | > loss_disc_real_5: 0.19509407877922058 (0.22027682232392293) | > loss_0: 2.3163797855377197 (2.349983072900152) | > grad_norm_0: tensor(8.5165, device='cuda:0') (tensor(13.6392, device='cuda:0')) | > loss_gen: 2.5803744792938232 (2.483559501635563) | > loss_kl: 1.9057557582855225 (1.9342199029860558) | > loss_feat: 7.27595329284668 (7.066000220063445) | > loss_mel: 18.057584762573242 (17.852475153935426) | > loss_duration: 2.028226852416992 (2.0207722659234877) | > loss_1: 31.8478946685791 (31.357027152916054) | > grad_norm_1: tensor(101.2673, device='cuda:0') (tensor(150.8075, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3708 (0.3714532836691125) | > loader_time: 0.0038 (0.003735285300713081)  --> TIME: 2024-06-11 14:14:53 -- STEP: 179/330 -- GLOBAL_STEP: 261100 | > loss_disc: 2.2675390243530273 (2.3567284165813938) | > loss_disc_real_0: 0.10493937134742737 (0.11509079211417524) | > loss_disc_real_1: 0.19596441090106964 (0.1991028076443592) | > loss_disc_real_2: 0.19446119666099548 (0.21319692744223098) | > loss_disc_real_3: 0.2487488090991974 (0.22884989692179183) | > loss_disc_real_4: 0.2531087398529053 (0.22972022230065733) | > loss_disc_real_5: 0.22954383492469788 (0.2210981109122324) | > loss_0: 2.2675390243530273 (2.3567284165813938) | > grad_norm_0: tensor(45.4828, device='cuda:0') (tensor(15.6797, device='cuda:0')) | > loss_gen: 2.517930507659912 (2.483397594377314) | > loss_kl: 2.1973819732666016 (1.9438909511992386) | > loss_feat: 7.034252166748047 (7.057916902297036) | > loss_mel: 17.513315200805664 (17.824762301738044) | > loss_duration: 2.057039260864258 (2.026619863909717) | > loss_1: 31.31991958618164 (31.336587671461054) | > grad_norm_1: tensor(331.1500, device='cuda:0') (tensor(170.9038, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.3855 (0.37335794598030647) | > loader_time: 0.0042 (0.003825050492526433)  --> TIME: 2024-06-11 14:15:03 -- STEP: 204/330 -- GLOBAL_STEP: 261125 | > loss_disc: 2.2683045864105225 (2.3546895595157857) | > loss_disc_real_0: 0.089129239320755 (0.11624071221141254) | > loss_disc_real_1: 0.16015850007534027 (0.1990906730586407) | > loss_disc_real_2: 0.21213845908641815 (0.21297153516435155) | > loss_disc_real_3: 0.22015134990215302 (0.22883608922654508) | > loss_disc_real_4: 0.1917152851819992 (0.2290892780703657) | > loss_disc_real_5: 0.1993848979473114 (0.22087786127539238) | > loss_0: 2.2683045864105225 (2.3546895595157857) | > grad_norm_0: tensor(13.5306, device='cuda:0') (tensor(18.1528, device='cuda:0')) | > loss_gen: 2.5555617809295654 (2.4901056616914032) | > loss_kl: 2.1211559772491455 (1.951768601057576) | > loss_feat: 8.486432075500488 (7.075557979882932) | > loss_mel: 17.75629234313965 (17.787301951763684) | > loss_duration: 2.0299878120422363 (2.0331678092479706) | > loss_1: 32.94942855834961 (31.337902031692803) | > grad_norm_1: tensor(382.9831, device='cuda:0') (tensor(190.2083, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.4037 (0.37580065166248994) | > loader_time: 0.0046 (0.003927334850909662)  --> TIME: 2024-06-11 14:15:13 -- STEP: 229/330 -- GLOBAL_STEP: 261150 | > loss_disc: 2.2660038471221924 (2.3521447400338795) | > loss_disc_real_0: 0.1031036376953125 (0.1169973661447977) | > loss_disc_real_1: 0.18458063900470734 (0.19886986442788718) | > loss_disc_real_2: 0.18777289986610413 (0.21267070051884546) | > loss_disc_real_3: 0.2534175515174866 (0.22861565298128336) | > loss_disc_real_4: 0.253468781709671 (0.22883073289321498) | > loss_disc_real_5: 0.2358742356300354 (0.22088153621255047) | > loss_0: 2.2660038471221924 (2.3521447400338795) | > grad_norm_0: tensor(7.5638, device='cuda:0') (tensor(21.1255, device='cuda:0')) | > loss_gen: 2.7948734760284424 (2.497170363971759) | > loss_kl: 2.0229709148406982 (1.9575127305942852) | > loss_feat: 6.774450778961182 (7.0921093241096065) | > loss_mel: 17.847692489624023 (17.757153248682815) | > loss_duration: 2.139000415802002 (2.0416806082538126) | > loss_1: 31.578989028930664 (31.34562631465462) | > grad_norm_1: tensor(404.5252, device='cuda:0') (tensor(210.8632, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.4278 (0.3791818275201789) | > loader_time: 0.005 (0.00405482850220526)  --> TIME: 2024-06-11 14:15:24 -- STEP: 254/330 -- GLOBAL_STEP: 261175 | > loss_disc: 2.3214995861053467 (2.352682589545964) | > loss_disc_real_0: 0.11794833838939667 (0.11806193750908994) | > loss_disc_real_1: 0.2079506367444992 (0.19873166888013596) | > loss_disc_real_2: 0.23502132296562195 (0.21249838601651155) | > loss_disc_real_3: 0.22176890075206757 (0.2285351021083321) | > loss_disc_real_4: 0.2097836136817932 (0.22898870290029705) | > loss_disc_real_5: 0.2209858000278473 (0.22110521071773812) | > loss_0: 2.3214995861053467 (2.352682589545964) | > grad_norm_0: tensor(16.2932, device='cuda:0') (tensor(23.8576, device='cuda:0')) | > loss_gen: 2.664741039276123 (2.5037107533357266) | > loss_kl: 1.9381047487258911 (1.961603671077668) | > loss_feat: 6.898910999298096 (7.114349275123416) | > loss_mel: 17.151512145996094 (17.729009177741105) | > loss_duration: 2.0794591903686523 (2.0486360952610116) | > loss_1: 30.732730865478516 (31.3573090410608) | > grad_norm_1: tensor(218.3963, device='cuda:0') (tensor(230.7430, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.4351 (0.3836123417681596) | > loader_time: 0.0053 (0.0041811644561647425)  --> TIME: 2024-06-11 14:15:35 -- STEP: 279/330 -- GLOBAL_STEP: 261200 | > loss_disc: 2.4426612854003906 (2.3543224719262907) | > loss_disc_real_0: 0.133630633354187 (0.11922979872927443) | > loss_disc_real_1: 0.24752281606197357 (0.19885688566178827) | > loss_disc_real_2: 0.266096293926239 (0.21288998878984897) | > loss_disc_real_3: 0.23270311951637268 (0.22843664350475465) | > loss_disc_real_4: 0.22494293749332428 (0.2284442196503335) | > loss_disc_real_5: 0.23621627688407898 (0.22103814428211538) | > loss_0: 2.4426612854003906 (2.3543224719262907) | > grad_norm_0: tensor(24.1832, device='cuda:0') (tensor(26.1967, device='cuda:0')) | > loss_gen: 2.568058490753174 (2.5044025827906884) | > loss_kl: 1.952775478363037 (1.9670525255169065) | > loss_feat: 7.072245121002197 (7.121839719861211) | > loss_mel: 17.587329864501953 (17.686522138588746) | > loss_duration: 2.142296552658081 (2.0575811474126735) | > loss_1: 31.322704315185547 (31.337398200906733) | > grad_norm_1: tensor(442.4468, device='cuda:0') (tensor(247.1583, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.4497 (0.388609081186274) | > loader_time: 0.006 (0.004342980709554471)  --> TIME: 2024-06-11 14:15:47 -- STEP: 304/330 -- GLOBAL_STEP: 261225 | > loss_disc: 2.3900363445281982 (2.358388568225662) | > loss_disc_real_0: 0.13044337928295135 (0.12012304473472268) | > loss_disc_real_1: 0.22362728416919708 (0.1996129323287229) | > loss_disc_real_2: 0.26088547706604004 (0.2131349668396931) | > loss_disc_real_3: 0.20802900195121765 (0.22870061497547128) | > loss_disc_real_4: 0.21002361178398132 (0.22891267222401343) | > loss_disc_real_5: 0.1929120123386383 (0.2211843361882002) | > loss_0: 2.3900363445281982 (2.358388568225662) | > grad_norm_0: tensor(30.5390, device='cuda:0') (tensor(26.6482, device='cuda:0')) | > loss_gen: 2.381786584854126 (2.4977290465643516) | > loss_kl: 2.169015645980835 (1.9715366771346645) | > loss_feat: 7.789523601531982 (7.125558454739418) | > loss_mel: 17.382389068603516 (17.638643180069167) | > loss_duration: 2.2048730850219727 (2.0682244657685893) | > loss_1: 31.92758560180664 (31.30169188976288) | > grad_norm_1: tensor(481.0742, device='cuda:0') (tensor(252.6972, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.4811 (0.3948115494690443) | > loader_time: 0.0068 (0.0045337637788371)  --> TIME: 2024-06-11 14:16:16 -- STEP: 329/330 -- GLOBAL_STEP: 261250 | > loss_disc: 2.391474962234497 (2.363443723927879) | > loss_disc_real_0: 0.16079746186733246 (0.12151275982791529) | > loss_disc_real_1: 0.18294604122638702 (0.20040045968486175) | > loss_disc_real_2: 0.25740957260131836 (0.21356936052758643) | > loss_disc_real_3: 0.24470491707324982 (0.22862596977445496) | > loss_disc_real_4: 0.2722201645374298 (0.2288383198364165) | > loss_disc_real_5: 0.22663681209087372 (0.22152874032233616) | > loss_0: 2.391474962234497 (2.363443723927879) | > grad_norm_0: tensor(13.3795, device='cuda:0') (tensor(26.4528, device='cuda:0')) | > loss_gen: 2.4922423362731934 (2.4924564912326406) | > loss_kl: 2.248206615447998 (1.9808736159084053) | > loss_feat: 8.972147941589355 (7.205542403513898) | > loss_mel: 17.987972259521484 (17.614935045909004) | > loss_duration: 2.2717173099517822 (2.082411735253495) | > loss_1: 33.972286224365234 (31.376219352327944) | > grad_norm_1: tensor(142.7144, device='cuda:0') (tensor(256.8466, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 14.4168 (0.4500645359236419) | > loader_time: 0.0328 (0.0049797466823032896)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.62227725982666 (2.62227725982666) | > loss_disc_real_0: 0.10898803174495697 (0.10898803174495697) | > loss_disc_real_1: 0.2186303436756134 (0.2186303436756134) | > loss_disc_real_2: 0.22911296784877777 (0.22911296784877777) | > loss_disc_real_3: 0.3170645833015442 (0.3170645833015442) | > loss_disc_real_4: 0.31414178013801575 (0.31414178013801575) | > loss_disc_real_5: 0.26672449707984924 (0.26672449707984924) | > loss_0: 2.62227725982666 (2.62227725982666) | > loss_gen: 2.121150493621826 (2.121150493621826) | > loss_kl: 2.4903972148895264 (2.4903972148895264) | > loss_feat: 4.769820213317871 (4.769820213317871) | > loss_mel: 15.095664024353027 (15.095664024353027) | > loss_duration: 2.9910941123962402 (2.9910941123962402) | > loss_1: 27.46812629699707 (27.46812629699707)  --> STEP: 1 | > loss_disc: 2.191516637802124 (2.191516637802124) | > loss_disc_real_0: 0.08709190040826797 (0.08709190040826797) | > loss_disc_real_1: 0.15693143010139465 (0.15693143010139465) | > loss_disc_real_2: 0.16622832417488098 (0.16622832417488098) | > loss_disc_real_3: 0.1927003711462021 (0.1927003711462021) | > loss_disc_real_4: 0.20833459496498108 (0.20833459496498108) | > loss_disc_real_5: 0.18714293837547302 (0.18714293837547302) | > loss_0: 2.191516637802124 (2.191516637802124) | > loss_gen: 2.275743007659912 (2.275743007659912) | > loss_kl: 3.202693223953247 (3.202693223953247) | > loss_feat: 6.813512802124023 (6.813512802124023) | > loss_mel: 19.363956451416016 (19.363956451416016) | > loss_duration: 2.3715405464172363 (2.3715405464172363) | > loss_1: 34.02744674682617 (34.02744674682617)  --> STEP: 2 | > loss_disc: 2.3902595043182373 (2.2908880710601807) | > loss_disc_real_0: 0.10497921705245972 (0.09603555873036385) | > loss_disc_real_1: 0.17794834077358246 (0.16743988543748856) | > loss_disc_real_2: 0.18295711278915405 (0.17459271848201752) | > loss_disc_real_3: 0.3220720589160919 (0.257386215031147) | > loss_disc_real_4: 0.2830082178115845 (0.24567140638828278) | > loss_disc_real_5: 0.21688006818294525 (0.20201150327920914) | > loss_0: 2.3902595043182373 (2.2908880710601807) | > loss_gen: 2.2809815406799316 (2.278362274169922) | > loss_kl: 3.1178622245788574 (3.1602777242660522) | > loss_feat: 6.268974304199219 (6.541243553161621) | > loss_mel: 20.252330780029297 (19.808143615722656) | > loss_duration: 2.5015928745269775 (2.436566710472107) | > loss_1: 34.4217414855957 (34.22459411621094)  --> STEP: 3 | > loss_disc: 2.3803884983062744 (2.3207215468088784) | > loss_disc_real_0: 0.06574008613824844 (0.08593706786632538) | > loss_disc_real_1: 0.2259342074394226 (0.18693799277146658) | > loss_disc_real_2: 0.1703260838985443 (0.17317050695419312) | > loss_disc_real_3: 0.2650364637374878 (0.2599362979332606) | > loss_disc_real_4: 0.29330459237098694 (0.26154913504918414) | > loss_disc_real_5: 0.2684727907180786 (0.2241652657588323) | > loss_0: 2.3803884983062744 (2.3207215468088784) | > loss_gen: 2.292069673538208 (2.282931407292684) | > loss_kl: 3.0847890377044678 (3.135114828745524) | > loss_feat: 5.602288722991943 (6.2282586097717285) | > loss_mel: 16.821670532226562 (18.812652587890625) | > loss_duration: 2.336094617843628 (2.4030760129292807) | > loss_1: 30.136911392211914 (32.862033208211265)  --> STEP: 4 | > loss_disc: 2.375319719314575 (2.3343710899353027) | > loss_disc_real_0: 0.14447897672653198 (0.10057254508137703) | > loss_disc_real_1: 0.19989162683486938 (0.19017640128731728) | > loss_disc_real_2: 0.19629813730716705 (0.1789524145424366) | > loss_disc_real_3: 0.29603445529937744 (0.2689608372747898) | > loss_disc_real_4: 0.26753565669059753 (0.2630457654595375) | > loss_disc_real_5: 0.23473988473415375 (0.22680892050266266) | > loss_0: 2.375319719314575 (2.3343710899353027) | > loss_gen: 2.529202938079834 (2.3444992899894714) | > loss_kl: 3.449695587158203 (3.213760018348694) | > loss_feat: 7.104799270629883 (6.447393774986267) | > loss_mel: 17.994487762451172 (18.60811138153076) | > loss_duration: 2.427107334136963 (2.409083843231201) | > loss_1: 33.50529479980469 (33.02284860610962)  --> STEP: 5 | > loss_disc: 2.4037530422210693 (2.3482474803924562) | > loss_disc_real_0: 0.16865074634552002 (0.11418818533420563) | > loss_disc_real_1: 0.2253229320049286 (0.19720570743083954) | > loss_disc_real_2: 0.26843318343162537 (0.19684856832027436) | > loss_disc_real_3: 0.27322712540626526 (0.2698140949010849) | > loss_disc_real_4: 0.3267177939414978 (0.27578017115592957) | > loss_disc_real_5: 0.28391340374946594 (0.23822981715202332) | > loss_0: 2.4037530422210693 (2.3482474803924562) | > loss_gen: 2.6959331035614014 (2.4147860527038576) | > loss_kl: 2.7806289196014404 (3.1271337985992433) | > loss_feat: 5.065937042236328 (6.17110242843628) | > loss_mel: 18.75237464904785 (18.63696403503418) | > loss_duration: 2.461089849472046 (2.4194850444793703) | > loss_1: 31.755964279174805 (32.76947174072266)  --> STEP: 6 | > loss_disc: 2.263489007949829 (2.334121068318685) | > loss_disc_real_0: 0.08216367661952972 (0.10885076721509297) | > loss_disc_real_1: 0.1561020165681839 (0.1903550922870636) | > loss_disc_real_2: 0.23076002299785614 (0.20250047743320465) | > loss_disc_real_3: 0.2886495292186737 (0.2729533339540164) | > loss_disc_real_4: 0.2819448709487915 (0.27680762112140656) | > loss_disc_real_5: 0.32021892070770264 (0.25189466774463654) | > loss_0: 2.263489007949829 (2.334121068318685) | > loss_gen: 2.716867446899414 (2.46513295173645) | > loss_kl: 2.8306353092193604 (3.077717383702596) | > loss_feat: 5.875579833984375 (6.121848662694295) | > loss_mel: 18.061931610107422 (18.541125297546387) | > loss_duration: 2.1870884895324707 (2.3807522853215537) | > loss_1: 31.672101974487305 (32.58657677968343)  --> STEP: 7 | > loss_disc: 2.3997373580932617 (2.3434948240007674) | > loss_disc_real_0: 0.09684080630540848 (0.10713505851370948) | > loss_disc_real_1: 0.17546942830085754 (0.18822856886046274) | > loss_disc_real_2: 0.20993918180465698 (0.20356314948626927) | > loss_disc_real_3: 0.31252825260162354 (0.2786068937608174) | > loss_disc_real_4: 0.3012625277042389 (0.2803011792046683) | > loss_disc_real_5: 0.22570709884166718 (0.24815358647278377) | > loss_0: 2.3997373580932617 (2.3434948240007674) | > loss_gen: 2.489804744720459 (2.4686574935913086) | > loss_kl: 4.019843578338623 (3.2123068400791714) | > loss_feat: 6.041125774383545 (6.110316821507046) | > loss_mel: 19.776735305786133 (18.717641013009207) | > loss_duration: 2.5776026248931885 (2.4088737624032155) | > loss_1: 34.90510940551758 (32.91779572623117)  --> STEP: 8 | > loss_disc: 2.2440478801727295 (2.3310639560222626) | > loss_disc_real_0: 0.08622586727142334 (0.10452140960842371) | > loss_disc_real_1: 0.12471429258584976 (0.1802892843261361) | > loss_disc_real_2: 0.13429391384124756 (0.19490449503064156) | > loss_disc_real_3: 0.26544320583343506 (0.2769614327698946) | > loss_disc_real_4: 0.26736441254615784 (0.2786840833723545) | > loss_disc_real_5: 0.24490869045257568 (0.24774797447025776) | > loss_0: 2.2440478801727295 (2.3310639560222626) | > loss_gen: 2.7237396240234375 (2.5005427598953247) | > loss_kl: 2.9604873657226562 (3.180829405784607) | > loss_feat: 8.41826057434082 (6.398809790611267) | > loss_mel: 19.523771286010742 (18.8184072971344) | > loss_duration: 2.2860960960388184 (2.393526554107666) | > loss_1: 35.912353515625 (33.292115449905396)  --> STEP: 9 | > loss_disc: 2.407399892807007 (2.339545726776123) | > loss_disc_real_0: 0.0991942286491394 (0.10392950061294767) | > loss_disc_real_1: 0.1988411545753479 (0.1823506032427152) | > loss_disc_real_2: 0.21712616086006165 (0.19737356901168823) | > loss_disc_real_3: 0.2281976342201233 (0.2715432329310311) | > loss_disc_real_4: 0.2513318955898285 (0.2756449513965183) | > loss_disc_real_5: 0.25760096311569214 (0.24884275098641714) | > loss_0: 2.407399892807007 (2.339545726776123) | > loss_gen: 2.3428707122802734 (2.4830236434936523) | > loss_kl: 2.245049238204956 (3.0768538316090903) | > loss_feat: 10.095884323120117 (6.809595849778917) | > loss_mel: 20.40039825439453 (18.994184070163303) | > loss_duration: 2.2030155658721924 (2.3723586665259466) | > loss_1: 37.2872200012207 (33.736015955607094)  --> STEP: 10 | > loss_disc: 2.6425023078918457 (2.369841384887695) | > loss_disc_real_0: 0.14850324392318726 (0.10838687494397163) | > loss_disc_real_1: 0.2473580688238144 (0.18885134980082513) | > loss_disc_real_2: 0.25682947039604187 (0.2033191591501236) | > loss_disc_real_3: 0.3074933588504791 (0.27513824552297594) | > loss_disc_real_4: 0.2604043483734131 (0.2741208910942078) | > loss_disc_real_5: 0.2737976610660553 (0.25133824199438093) | > loss_0: 2.6425023078918457 (2.369841384887695) | > loss_gen: 2.214165449142456 (2.4561378240585325) | > loss_kl: 2.4261581897735596 (3.0117842674255373) | > loss_feat: 6.681815147399902 (6.796817779541016) | > loss_mel: 18.315719604492188 (18.92633762359619) | > loss_duration: 2.3266420364379883 (2.367787003517151) | > loss_1: 31.964500427246094 (33.55886440277099)  --> STEP: 11 | > loss_disc: 2.404402732849121 (2.3729833256114614) | > loss_disc_real_0: 0.11430151760578156 (0.1089245697314089) | > loss_disc_real_1: 0.2815380394458771 (0.19727741249582983) | > loss_disc_real_2: 0.2610272169113159 (0.2085653462193229) | > loss_disc_real_3: 0.2346482276916504 (0.27145733481103723) | > loss_disc_real_4: 0.25809067487716675 (0.2726635987108404) | > loss_disc_real_5: 0.24469971656799316 (0.2507347396828912) | > loss_0: 2.404402732849121 (2.3729833256114614) | > loss_gen: 2.4613921642303467 (2.4566154913468794) | > loss_kl: 3.1195061206817627 (3.021577163176103) | > loss_feat: 6.881120204925537 (6.804481636394154) | > loss_mel: 16.890478134155273 (18.741259488192473) | > loss_duration: 2.4351515769958496 (2.373911055651578) | > loss_1: 31.787649154663086 (33.39784483476119)  --> STEP: 12 | > loss_disc: 2.4580118656158447 (2.3800690372784934) | > loss_disc_real_0: 0.11186292767524719 (0.10916943289339542) | > loss_disc_real_1: 0.14506322145462036 (0.19292622990906239) | > loss_disc_real_2: 0.23402386903762817 (0.210686889787515) | > loss_disc_real_3: 0.27367427945137024 (0.2716420801977317) | > loss_disc_real_4: 0.28334754705429077 (0.27355392773946124) | > loss_disc_real_5: 0.28305110335350037 (0.25342776998877525) | > loss_0: 2.4580118656158447 (2.3800690372784934) | > loss_gen: 2.211862087249756 (2.4362193743387857) | > loss_kl: 2.695805311203003 (2.9944295088450112) | > loss_feat: 6.380556583404541 (6.7691545486450195) | > loss_mel: 17.020360946655273 (18.597851276397705) | > loss_duration: 2.3023548126220703 (2.367948035399119) | > loss_1: 30.610939025878906 (33.165602684020996)  --> STEP: 13 | > loss_disc: 2.3898792266845703 (2.3808236672328067) | > loss_disc_real_0: 0.07635076344013214 (0.10664491985852902) | > loss_disc_real_1: 0.20382583141326904 (0.19376466079400137) | > loss_disc_real_2: 0.18116876482963562 (0.20841626479075506) | > loss_disc_real_3: 0.2161264568567276 (0.26737164763303906) | > loss_disc_real_4: 0.22784613072872162 (0.27003794335401976) | > loss_disc_real_5: 0.23289275169372559 (0.25184815319684833) | > loss_0: 2.3898792266845703 (2.3808236672328067) | > loss_gen: 2.1256537437438965 (2.4123297104468713) | > loss_kl: 2.7672369480133057 (2.976953158011803) | > loss_feat: 6.0818305015563965 (6.716283468099741) | > loss_mel: 17.59113883972168 (18.520411858191856) | > loss_duration: 2.219386339187622 (2.3565202126136193) | > loss_1: 30.785247802734375 (32.98249846238356)  --> STEP: 14 | > loss_disc: 2.4406986236572266 (2.385100449834551) | > loss_disc_real_0: 0.10172028839588165 (0.10629316046833992) | > loss_disc_real_1: 0.3034924566745758 (0.2016023604997567) | > loss_disc_real_2: 0.241810604929924 (0.2108015748006957) | > loss_disc_real_3: 0.17639200389385223 (0.2608731016516686) | > loss_disc_real_4: 0.2484917938709259 (0.2684989326766559) | > loss_disc_real_5: 0.19669051468372345 (0.24790832187448225) | > loss_0: 2.4406986236572266 (2.385100449834551) | > loss_gen: 2.3322744369506836 (2.406611476625715) | > loss_kl: 3.454832077026367 (3.0110873665128435) | > loss_feat: 7.28242301940918 (6.756722007478986) | > loss_mel: 18.283077239990234 (18.50345938546317) | > loss_duration: 2.449936628341675 (2.3631928137370517) | > loss_1: 33.80254364013672 (33.04107311793736)  --> STEP: 15 | > loss_disc: 2.4789791107177734 (2.3913590272267657) | > loss_disc_real_0: 0.12807630002498627 (0.10774536977211634) | > loss_disc_real_1: 0.21203698217868805 (0.20229800194501876) | > loss_disc_real_2: 0.1497908979654312 (0.2067341963450114) | > loss_disc_real_3: 0.24988475441932678 (0.2601405451695125) | > loss_disc_real_4: 0.30834248661994934 (0.2711551696062088) | > loss_disc_real_5: 0.31883329153060913 (0.2526366531848907) | > loss_0: 2.4789791107177734 (2.3913590272267657) | > loss_gen: 2.3198821544647217 (2.400829521814982) | > loss_kl: 3.38166880607605 (3.0357927958170574) | > loss_feat: 5.698472499847412 (6.686172040303548) | > loss_mel: 17.317750930786133 (18.424412155151366) | > loss_duration: 2.323185443878174 (2.36052565574646) | > loss_1: 31.040958404541016 (32.90773213704427)  --> STEP: 16 | > loss_disc: 2.411954641342163 (2.3926462531089783) | > loss_disc_real_0: 0.13301657140254974 (0.10932481987401843) | > loss_disc_real_1: 0.22139984369277954 (0.20349186705425382) | > loss_disc_real_2: 0.24619783461093903 (0.20920067373663187) | > loss_disc_real_3: 0.23646070063114166 (0.25866055488586437) | > loss_disc_real_4: 0.29278987646102905 (0.27250733878463507) | > loss_disc_real_5: 0.2285885065793991 (0.25113364402204746) | > loss_0: 2.411954641342163 (2.3926462531089783) | > loss_gen: 2.573453187942505 (2.4116185009479523) | > loss_kl: 3.1587467193603516 (3.043477416038513) | > loss_feat: 7.308559417724609 (6.7250712513923645) | > loss_mel: 16.943599700927734 (18.33186137676239) | > loss_duration: 2.334897994995117 (2.358923926949501) | > loss_1: 32.31925964355469 (32.87095260620117)  --> STEP: 17 | > loss_disc: 2.4875845909118652 (2.3982308612150303) | > loss_disc_real_0: 0.10029757022857666 (0.10879380518899244) | > loss_disc_real_1: 0.24181437492370605 (0.20574613222304514) | > loss_disc_real_2: 0.23068967461585999 (0.2104647326118806) | > loss_disc_real_3: 0.3019958734512329 (0.2612096912720625) | > loss_disc_real_4: 0.24755682051181793 (0.2710396612391752) | > loss_disc_real_5: 0.27304092049598694 (0.2524223073440439) | > loss_0: 2.4875845909118652 (2.3982308612150303) | > loss_gen: 2.285680055618286 (2.404210357105031) | > loss_kl: 2.5419859886169434 (3.0139779203078327) | > loss_feat: 5.562479496002197 (6.656683501075296) | > loss_mel: 18.13778305053711 (18.32044500463149) | > loss_duration: 2.4508984088897705 (2.364334190593046) | > loss_1: 30.97882843017578 (32.75965118408203)  --> STEP: 18 | > loss_disc: 2.5395865440368652 (2.4060839547051325) | > loss_disc_real_0: 0.23045141994953156 (0.11555256156457795) | > loss_disc_real_1: 0.23347881436347961 (0.20728683678640258) | > loss_disc_real_2: 0.19141831994056702 (0.20940659857458538) | > loss_disc_real_3: 0.18821147084236145 (0.2571542345815236) | > loss_disc_real_4: 0.24554482102394104 (0.2696232812272178) | > loss_disc_real_5: 0.23011702299118042 (0.25118312487999594) | > loss_0: 2.5395865440368652 (2.4060839547051325) | > loss_gen: 2.1765122413635254 (2.3915604617860584) | > loss_kl: 3.0224361419677734 (3.0144478215111628) | > loss_feat: 8.105812072753906 (6.73719064394633) | > loss_mel: 16.780303955078125 (18.23488161298964) | > loss_duration: 2.300090789794922 (2.3607651127709284) | > loss_1: 32.385154724121094 (32.73884582519531)  --> STEP: 19 | > loss_disc: 2.768697738647461 (2.425168890702097) | > loss_disc_real_0: 0.2426796853542328 (0.12224346281666505) | > loss_disc_real_1: 0.27633148431777954 (0.21092076560384349) | > loss_disc_real_2: 0.23383253812789917 (0.21069217434054927) | > loss_disc_real_3: 0.273139625787735 (0.25799557096079784) | > loss_disc_real_4: 0.3191630244255066 (0.2722306361323909) | > loss_disc_real_5: 0.3677179515361786 (0.2573165368092687) | > loss_0: 2.768697738647461 (2.425168890702097) | > loss_gen: 2.379578113555908 (2.390929811879208) | > loss_kl: 2.2132558822631836 (2.9722798247086373) | > loss_feat: 5.1916399002075195 (6.6558458679600765) | > loss_mel: 16.102554321289062 (18.12265386079487) | > loss_duration: 2.298703193664551 (2.3574986959758557) | > loss_1: 28.18572998046875 (32.49920814915707)  --> STEP: 20 | > loss_disc: 2.508669137954712 (2.4293439030647277) | > loss_disc_real_0: 0.17272396385669708 (0.12476748786866665) | > loss_disc_real_1: 0.19376055896282196 (0.2100627552717924) | > loss_disc_real_2: 0.19341842830181122 (0.20982848703861237) | > loss_disc_real_3: 0.22511136531829834 (0.25635136067867287) | > loss_disc_real_4: 0.2466983050107956 (0.27095401957631116) | > loss_disc_real_5: 0.224005326628685 (0.25565097630023953) | > loss_0: 2.508669137954712 (2.4293439030647277) | > loss_gen: 2.1818199157714844 (2.380474317073822) | > loss_kl: 2.516735792160034 (2.9495026230812074) | > loss_feat: 7.397520542144775 (6.692929601669311) | > loss_mel: 19.216156005859375 (18.177328968048094) | > loss_duration: 2.3099045753479004 (2.355118989944458) | > loss_1: 33.62213897705078 (32.55535469055176)  --> STEP: 21 | > loss_disc: 2.551011800765991 (2.435137612479074) | > loss_disc_real_0: 0.1051100343465805 (0.12383141865332921) | > loss_disc_real_1: 0.2002420723438263 (0.20959510370379403) | > loss_disc_real_2: 0.2712591290473938 (0.21275375570569718) | > loss_disc_real_3: 0.2902159094810486 (0.2579639582406908) | > loss_disc_real_4: 0.28039664030075073 (0.2714036681822368) | > loss_disc_real_5: 0.30344972014427185 (0.2579271069594792) | > loss_0: 2.551011800765991 (2.435137612479074) | > loss_gen: 2.268967866897583 (2.3751644861130488) | > loss_kl: 2.4618186950683594 (2.9262795788901195) | > loss_feat: 5.1309404373168945 (6.6185491652715776) | > loss_mel: 13.625245094299316 (17.960563069298153) | > loss_duration: 2.188451051712036 (2.3471824214572) | > loss_1: 25.675424575805664 (32.227738970801944)  --> STEP: 22 | > loss_disc: 2.2941737174987793 (2.428730162707242) | > loss_disc_real_0: 0.1489001363515854 (0.12497090582143176) | > loss_disc_real_1: 0.26317617297172546 (0.21203060685233635) | > loss_disc_real_2: 0.24955643713474274 (0.2144266048615629) | > loss_disc_real_3: 0.23477104306221008 (0.25690973482348717) | > loss_disc_real_4: 0.24906867742538452 (0.2703884413296526) | > loss_disc_real_5: 0.20976950228214264 (0.2557381249286912) | > loss_0: 2.2941737174987793 (2.428730162707242) | > loss_gen: 2.766669273376465 (2.3929601582613858) | > loss_kl: 2.4727742671966553 (2.905665701085871) | > loss_feat: 7.791479110717773 (6.671864162791859) | > loss_mel: 17.15785026550293 (17.9240761236711) | > loss_duration: 2.1985418796539307 (2.340426033193415) | > loss_1: 32.3873176574707 (32.23499254746871)  --> STEP: 23 | > loss_disc: 2.4268548488616943 (2.428648627322653) | > loss_disc_real_0: 0.12482083588838577 (0.12496438104173412) | > loss_disc_real_1: 0.18496330082416534 (0.2108537674598072) | > loss_disc_real_2: 0.17987939715385437 (0.2129245523525321) | > loss_disc_real_3: 0.1933247596025467 (0.2541451706834463) | > loss_disc_real_4: 0.2692146897315979 (0.2703374086514763) | > loss_disc_real_5: 0.256121426820755 (0.25575479022834613) | > loss_0: 2.4268548488616943 (2.428648627322653) | > loss_gen: 2.101994514465332 (2.38030947809634) | > loss_kl: 2.285843849182129 (2.878716924916143) | > loss_feat: 5.335506439208984 (6.613761653070864) | > loss_mel: 15.76175594329834 (17.830062202785324) | > loss_duration: 2.2652902603149414 (2.3371592604595683) | > loss_1: 27.750389099121094 (32.0400097888449)  --> STEP: 24 | > loss_disc: 2.36889386177063 (2.4261588454246517) | > loss_disc_real_0: 0.09988761693239212 (0.12391951587051153) | > loss_disc_real_1: 0.1954815536737442 (0.21021325855205455) | > loss_disc_real_2: 0.23961114883422852 (0.2140364938726028) | > loss_disc_real_3: 0.31849509477615356 (0.25682641752064245) | > loss_disc_real_4: 0.26951873302459717 (0.270303297167023) | > loss_disc_real_5: 0.34275519847869873 (0.25937980723877746) | > loss_0: 2.36889386177063 (2.4261588454246517) | > loss_gen: 2.6038978099823 (2.3896256585915885) | > loss_kl: 2.1933863162994385 (2.850161482890447) | > loss_feat: 6.277592182159424 (6.5997545917828875) | > loss_mel: 17.86649513244629 (17.8315802415212) | > loss_duration: 2.3940210342407227 (2.339528501033783) | > loss_1: 31.335391998291016 (32.01065071423849)  --> STEP: 25 | > loss_disc: 2.5939090251922607 (2.4328688526153557) | > loss_disc_real_0: 0.15850195288658142 (0.12530281335115434) | > loss_disc_real_1: 0.2045566439628601 (0.20998699396848677) | > loss_disc_real_2: 0.2662648856639862 (0.21612562954425812) | > loss_disc_real_3: 0.26820454001426697 (0.2572815424203874) | > loss_disc_real_4: 0.2573392689228058 (0.26978473603725434) | > loss_disc_real_5: 0.21483241021633148 (0.2575979113578796) | > loss_0: 2.5939090251922607 (2.4328688526153557) | > loss_gen: 2.202211856842041 (2.3821291065216066) | > loss_kl: 3.0126004219055176 (2.8566590404510497) | > loss_feat: 6.404471397399902 (6.591943264007568) | > loss_mel: 15.051437377929688 (17.72037452697754) | > loss_duration: 2.3607017993927 (2.3403754329681394) | > loss_1: 29.031423568725586 (31.891481628417967)  --> STEP: 26 | > loss_disc: 2.2433881759643555 (2.425581134282625) | > loss_disc_real_0: 0.06119639426469803 (0.1228371818478291) | > loss_disc_real_1: 0.1420871466398239 (0.20737546137892282) | > loss_disc_real_2: 0.1115674152970314 (0.21210415976551864) | > loss_disc_real_3: 0.1067279577255249 (0.25149101993212347) | > loss_disc_real_4: 0.10152941942214966 (0.26331337770590413) | > loss_disc_real_5: 0.109152652323246 (0.25188847831808603) | > loss_0: 2.2433881759643555 (2.425581134282625) | > loss_gen: 2.041996717453003 (2.3690470915574293) | > loss_kl: 2.5627760887145996 (2.845355849999648) | > loss_feat: 16.732938766479492 (6.98198155256418) | > loss_mel: 22.44685935974121 (17.90216240516076) | > loss_duration: 2.302933692932129 (2.3389353660436774) | > loss_1: 46.08750534057617 (32.43748254042406) --> EVAL PERFORMANCE | > avg_loader_time: 0.002577451559213491 (+0.00024737761570857095) | > avg_loss_disc: 2.425581134282625 (+0.11998736858367876) | > avg_loss_disc_real_0: 0.1228371818478291 (-0.00824126171377984) | > avg_loss_disc_real_1: 0.20737546137892282 (+0.036253260305294605) | > avg_loss_disc_real_2: 0.21210415976551864 (-0.02098887155835444) | > avg_loss_disc_real_3: 0.25149101993212347 (+0.02363900668345978) | > avg_loss_disc_real_4: 0.26331337770590413 (+0.035824912671859416) | > avg_loss_disc_real_5: 0.25188847831808603 (+0.021493495083772213) | > avg_loss_0: 2.425581134282625 (+0.11998736858367876) | > avg_loss_gen: 2.3690470915574293 (-0.0417337509301996) | > avg_loss_kl: 2.845355849999648 (+0.2461569263384895) | > avg_loss_feat: 6.98198155256418 (-0.23163316800044154) | > avg_loss_mel: 17.90216240516076 (-0.2137585053077089) | > avg_loss_duration: 2.3389353660436774 (-0.00896514379061264) | > avg_loss_1: 32.43748254042406 (-0.24993353623609948)  > EPOCH: 525/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:16:21)   --> TIME: 2024-06-11 14:16:32 -- STEP: 24/330 -- GLOBAL_STEP: 261275 | > loss_disc: 2.345390558242798 (2.335203230381012) | > loss_disc_real_0: 0.10367248207330704 (0.10336221009492874) | > loss_disc_real_1: 0.19867195188999176 (0.19668266425530115) | > loss_disc_real_2: 0.2196941077709198 (0.20503416222830614) | > loss_disc_real_3: 0.220777228474617 (0.22682039688030878) | > loss_disc_real_4: 0.20921634137630463 (0.23246610102554163) | > loss_disc_real_5: 0.22239236533641815 (0.22788269507388273) | > loss_0: 2.345390558242798 (2.335203230381012) | > grad_norm_0: tensor(4.7271, device='cuda:0') (tensor(8.4020, device='cuda:0')) | > loss_gen: 2.5705084800720215 (2.4913393358389535) | > loss_kl: 1.7585506439208984 (1.8681540389855702) | > loss_feat: 7.658604145050049 (6.964338978131612) | > loss_mel: 17.487186431884766 (17.882824579874672) | > loss_duration: 1.9630107879638672 (2.063498228788376) | > loss_1: 31.4378604888916 (31.27015511194865) | > grad_norm_1: tensor(81.6888, device='cuda:0') (tensor(83.2778, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3423 (0.3636511166890462) | > loader_time: 0.003 (0.003293027480443319)  --> TIME: 2024-06-11 14:16:41 -- STEP: 49/330 -- GLOBAL_STEP: 261300 | > loss_disc: 2.310441732406616 (2.349197212530642) | > loss_disc_real_0: 0.09990149736404419 (0.10997109966618675) | > loss_disc_real_1: 0.19864827394485474 (0.1995292573559041) | > loss_disc_real_2: 0.17361237108707428 (0.20970264381291914) | > loss_disc_real_3: 0.22679297626018524 (0.22773935569792378) | > loss_disc_real_4: 0.2679691016674042 (0.2280937402832265) | > loss_disc_real_5: 0.24387407302856445 (0.22215885501735064) | > loss_0: 2.310441732406616 (2.349197212530642) | > grad_norm_0: tensor(11.0699, device='cuda:0') (tensor(10.0688, device='cuda:0')) | > loss_gen: 2.483248710632324 (2.5100760216615634) | > loss_kl: 2.026170492172241 (1.8939433779035295) | > loss_feat: 7.049818992614746 (7.01532150774586) | > loss_mel: 18.011829376220703 (17.923119447669208) | > loss_duration: 1.9602974653244019 (2.027086829652592) | > loss_1: 31.53136444091797 (31.36954704596072) | > grad_norm_1: tensor(70.0487, device='cuda:0') (tensor(95.0029, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3753 (0.36707955477189047) | > loader_time: 0.0031 (0.0034654237786117866)  --> TIME: 2024-06-11 14:16:51 -- STEP: 74/330 -- GLOBAL_STEP: 261325 | > loss_disc: 2.322913885116577 (2.3506779992902604) | > loss_disc_real_0: 0.09768760204315186 (0.11118943143535305) | > loss_disc_real_1: 0.18510329723358154 (0.19873557662641683) | > loss_disc_real_2: 0.1995382159948349 (0.2104299396679208) | > loss_disc_real_3: 0.23919682204723358 (0.2288109629943564) | > loss_disc_real_4: 0.24810008704662323 (0.22967084658307) | > loss_disc_real_5: 0.19882850348949432 (0.22269982945274663) | > loss_0: 2.322913885116577 (2.3506779992902604) | > grad_norm_0: tensor(11.0490, device='cuda:0') (tensor(10.7153, device='cuda:0')) | > loss_gen: 2.556248426437378 (2.500412319157574) | > loss_kl: 2.061414957046509 (1.8989087810387482) | > loss_feat: 7.608233451843262 (7.064409404187589) | > loss_mel: 17.667863845825195 (17.925572369549727) | > loss_duration: 1.9314172267913818 (2.013030419478546) | > loss_1: 31.825178146362305 (31.40233325958252) | > grad_norm_1: tensor(113.6454, device='cuda:0') (tensor(110.3741, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3604 (0.3664603040025041) | > loader_time: 0.0033 (0.003505146181261217)  --> TIME: 2024-06-11 14:17:01 -- STEP: 99/330 -- GLOBAL_STEP: 261350 | > loss_disc: 2.4148640632629395 (2.3486989580019566) | > loss_disc_real_0: 0.09181468188762665 (0.11125442393199363) | > loss_disc_real_1: 0.21640165150165558 (0.20032790363437) | > loss_disc_real_2: 0.22770430147647858 (0.20997978792046057) | > loss_disc_real_3: 0.23358534276485443 (0.22898079921500852) | > loss_disc_real_4: 0.23167459666728973 (0.23069517976707882) | > loss_disc_real_5: 0.25404685735702515 (0.22217952016026082) | > loss_0: 2.4148640632629395 (2.3486989580019566) | > grad_norm_0: tensor(17.4596, device='cuda:0') (tensor(11.7336, device='cuda:0')) | > loss_gen: 2.4551708698272705 (2.505328508338542) | > loss_kl: 2.0252623558044434 (1.9190004329488735) | > loss_feat: 7.09418249130249 (7.067683489635737) | > loss_mel: 17.769878387451172 (17.903443365386046) | > loss_duration: 2.053168296813965 (2.0115367643760917) | > loss_1: 31.397663116455078 (31.406992594401043) | > grad_norm_1: tensor(181.5052, device='cuda:0') (tensor(122.1283, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.4118 (0.3727172625185263) | > loader_time: 0.0043 (0.0036687345215768523)  --> TIME: 2024-06-11 14:17:11 -- STEP: 124/330 -- GLOBAL_STEP: 261375 | > loss_disc: 2.329845428466797 (2.3490849502625006) | > loss_disc_real_0: 0.11895529925823212 (0.11259564811423901) | > loss_disc_real_1: 0.21031880378723145 (0.1999562224072795) | > loss_disc_real_2: 0.21139495074748993 (0.2100985951481327) | > loss_disc_real_3: 0.20691008865833282 (0.23025368142031855) | > loss_disc_real_4: 0.22004520893096924 (0.22972609571391536) | > loss_disc_real_5: 0.22469955682754517 (0.22205670394243732) | > loss_0: 2.329845428466797 (2.3490849502625006) | > grad_norm_0: tensor(8.3202, device='cuda:0') (tensor(12.9010, device='cuda:0')) | > loss_gen: 2.5386621952056885 (2.5067364073568768) | > loss_kl: 2.0411293506622314 (1.9375682050181973) | > loss_feat: 7.566181182861328 (7.0786980621276365) | > loss_mel: 18.74390983581543 (17.893195629119873) | > loss_duration: 2.018211603164673 (2.0146968133987913) | > loss_1: 32.9080924987793 (31.43089509779407) | > grad_norm_1: tensor(232.0798, device='cuda:0') (tensor(141.5779, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3859 (0.37725239992141724) | > loader_time: 0.0043 (0.0038270584998592256)  --> TIME: 2024-06-11 14:17:20 -- STEP: 149/330 -- GLOBAL_STEP: 261400 | > loss_disc: 2.4390311241149902 (2.349799589822757) | > loss_disc_real_0: 0.1578793227672577 (0.11372998221808632) | > loss_disc_real_1: 0.20700281858444214 (0.19967306640324176) | > loss_disc_real_2: 0.26266729831695557 (0.21037897257596855) | > loss_disc_real_3: 0.20448780059814453 (0.22913962592614578) | > loss_disc_real_4: 0.21863992512226105 (0.2290543359798073) | > loss_disc_real_5: 0.2052191197872162 (0.22189349746144052) | > loss_0: 2.4390311241149902 (2.349799589822757) | > grad_norm_0: tensor(30.0138, device='cuda:0') (tensor(17.3404, device='cuda:0')) | > loss_gen: 2.5482535362243652 (2.5112427529072594) | > loss_kl: 1.9814589023590088 (1.9436608264910296) | > loss_feat: 6.659809112548828 (7.08014290124778) | > loss_mel: 17.720022201538086 (17.87681003544955) | > loss_duration: 2.0511960983276367 (2.0184133492860212) | > loss_1: 30.960739135742188 (31.430269778974903) | > grad_norm_1: tensor(176.8781, device='cuda:0') (tensor(174.9977, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3874 (0.37852190324924134) | > loader_time: 0.0041 (0.0038754027961884568)  --> TIME: 2024-06-11 14:17:30 -- STEP: 174/330 -- GLOBAL_STEP: 261425 | > loss_disc: 2.3342883586883545 (2.3591657178155314) | > loss_disc_real_0: 0.07426072657108307 (0.1152152750084455) | > loss_disc_real_1: 0.18814292550086975 (0.19949282346100639) | > loss_disc_real_2: 0.22520257532596588 (0.21119408455045743) | > loss_disc_real_3: 0.2065242975950241 (0.22986703297530098) | > loss_disc_real_4: 0.20534686744213104 (0.23011006038079315) | > loss_disc_real_5: 0.2056148499250412 (0.2231099676640554) | > loss_0: 2.3342883586883545 (2.3591657178155314) | > grad_norm_0: tensor(35.9117, device='cuda:0') (tensor(19.9647, device='cuda:0')) | > loss_gen: 2.4404516220092773 (2.5064485758200448) | > loss_kl: 1.896690011024475 (1.946904699692781) | > loss_feat: 7.739529609680176 (7.050201500969371) | > loss_mel: 18.189943313598633 (17.835267472541194) | > loss_duration: 2.1319007873535156 (2.023910935582786) | > loss_1: 32.39851760864258 (31.362733128427088) | > grad_norm_1: tensor(421.6849, device='cuda:0') (tensor(199.2645, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3937 (0.38017206082398847) | > loader_time: 0.0044 (0.003954701039982937)  --> TIME: 2024-06-11 14:17:41 -- STEP: 199/330 -- GLOBAL_STEP: 261450 | > loss_disc: 2.3708724975585938 (2.3602533328473276) | > loss_disc_real_0: 0.16146588325500488 (0.11675456316027809) | > loss_disc_real_1: 0.21939140558242798 (0.20020209679651496) | > loss_disc_real_2: 0.285535991191864 (0.21184114759890876) | > loss_disc_real_3: 0.22422952950000763 (0.22962389818987056) | > loss_disc_real_4: 0.24462203681468964 (0.229859134210414) | > loss_disc_real_5: 0.22933034598827362 (0.22192623844398324) | > loss_0: 2.3708724975585938 (2.3602533328473276) | > grad_norm_0: tensor(50.3763, device='cuda:0') (tensor(23.7304, device='cuda:0')) | > loss_gen: 2.454805374145508 (2.5157849620934103) | > loss_kl: 1.8944889307022095 (1.9515448844612544) | > loss_feat: 6.911381721496582 (7.060865054777519) | > loss_mel: 18.127004623413086 (17.798680779921938) | > loss_duration: 2.154900074005127 (2.0316657139428287) | > loss_1: 31.54258155822754 (31.358541287369466) | > grad_norm_1: tensor(515.8222, device='cuda:0') (tensor(228.4790, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.3958 (0.3831117740228546) | > loader_time: 0.0052 (0.004057613449480067)  --> TIME: 2024-06-11 14:17:51 -- STEP: 224/330 -- GLOBAL_STEP: 261475 | > loss_disc: 2.3738863468170166 (2.3615308723279425) | > loss_disc_real_0: 0.11337149143218994 (0.11782824327903134) | > loss_disc_real_1: 0.22123292088508606 (0.19999799005953325) | > loss_disc_real_2: 0.2181689739227295 (0.21183184314785258) | > loss_disc_real_3: 0.23759591579437256 (0.22946331430492656) | > loss_disc_real_4: 0.2212468981742859 (0.23030439152249269) | > loss_disc_real_5: 0.21303458511829376 (0.22190665726416875) | > loss_0: 2.3738863468170166 (2.3615308723279425) | > grad_norm_0: tensor(28.3046, device='cuda:0') (tensor(23.9993, device='cuda:0')) | > loss_gen: 2.3534812927246094 (2.5090489142707404) | > loss_kl: 1.8583546876907349 (1.9494761281779833) | > loss_feat: 7.381710529327393 (7.063949176243374) | > loss_mel: 16.4572696685791 (17.75674240078245) | > loss_duration: 2.1354002952575684 (2.038858105561562) | > loss_1: 30.186216354370117 (31.318074643611908) | > grad_norm_1: tensor(184.1277, device='cuda:0') (tensor(237.7722, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.4129 (0.385908965553556) | > loader_time: 0.0046 (0.004164786211081917)  --> TIME: 2024-06-11 14:18:02 -- STEP: 249/330 -- GLOBAL_STEP: 261500 | > loss_disc: 2.3911781311035156 (2.365363327853652) | > loss_disc_real_0: 0.10482196509838104 (0.11859675616504677) | > loss_disc_real_1: 0.19645510613918304 (0.20013411726099417) | > loss_disc_real_2: 0.19926396012306213 (0.21252423399184123) | > loss_disc_real_3: 0.2608826160430908 (0.22934843833187976) | > loss_disc_real_4: 0.23030246794223785 (0.23030241504012341) | > loss_disc_real_5: 0.2705617845058441 (0.22231649897663466) | > loss_0: 2.3911781311035156 (2.365363327853652) | > grad_norm_0: tensor(18.7728, device='cuda:0') (tensor(24.9154, device='cuda:0')) | > loss_gen: 2.542577028274536 (2.500344575169574) | > loss_kl: 2.0124988555908203 (1.9505312710880753) | > loss_feat: 7.1711626052856445 (7.035248421282175) | > loss_mel: 17.322275161743164 (17.707527114684325) | > loss_duration: 2.1190178394317627 (2.0467414324542115) | > loss_1: 31.167531967163086 (31.240392746216802) | > grad_norm_1: tensor(425.9607, device='cuda:0') (tensor(244.6798, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.4172 (0.3892758438386112) | > loader_time: 0.0058 (0.004284372291411744) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_261500.pth  --> TIME: 2024-06-11 14:18:18 -- STEP: 274/330 -- GLOBAL_STEP: 261525 | > loss_disc: 2.3867149353027344 (2.3678306054024807) | > loss_disc_real_0: 0.14031535387039185 (0.1192646387175922) | > loss_disc_real_1: 0.2220454216003418 (0.2008482984600276) | > loss_disc_real_2: 0.19453644752502441 (0.21260471908497983) | > loss_disc_real_3: 0.2321355938911438 (0.22942495188356316) | > loss_disc_real_4: 0.2378852367401123 (0.23014505686116044) | > loss_disc_real_5: 0.26125240325927734 (0.2222599290909558) | > loss_0: 2.3867149353027344 (2.3678306054024807) | > grad_norm_0: tensor(99.2295, device='cuda:0') (tensor(26.6366, device='cuda:0')) | > loss_gen: 2.5433995723724365 (2.4964003362794855) | > loss_kl: 1.885011076927185 (1.9533558766337207) | > loss_feat: 6.776958465576172 (7.03972285159313) | > loss_mel: 15.8014554977417 (17.673151381694492) | > loss_duration: 2.1442461013793945 (2.0546556976589834) | > loss_1: 29.15106964111328 (31.217286061196432) | > grad_norm_1: tensor(474.8950, device='cuda:0') (tensor(259.0577, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.4426 (0.3951744615596575) | > loader_time: 0.0059 (0.004428226582325291)  --> TIME: 2024-06-11 14:18:30 -- STEP: 299/330 -- GLOBAL_STEP: 261550 | > loss_disc: 2.2975449562072754 (2.371380262948996) | > loss_disc_real_0: 0.08128450810909271 (0.12007106930316491) | > loss_disc_real_1: 0.20546120405197144 (0.20112935112272218) | > loss_disc_real_2: 0.21260464191436768 (0.21326945796858107) | > loss_disc_real_3: 0.2203541100025177 (0.2296270860178415) | > loss_disc_real_4: 0.2002926468849182 (0.23028400998849136) | > loss_disc_real_5: 0.21133120357990265 (0.2224593589636793) | > loss_0: 2.2975449562072754 (2.371380262948996) | > grad_norm_0: tensor(42.6152, device='cuda:0') (tensor(28.9795, device='cuda:0')) | > loss_gen: 2.413032054901123 (2.495584442464005) | > loss_kl: 2.047616958618164 (1.9553527636671544) | > loss_feat: 7.5599236488342285 (7.055561174118401) | > loss_mel: 16.98471450805664 (17.632656087843475) | > loss_duration: 2.219817638397217 (2.0649604490369446) | > loss_1: 31.22510528564453 (31.20411486290769) | > grad_norm_1: tensor(365.8249, device='cuda:0') (tensor(274.4857, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.5024 (0.401195575561013) | > loader_time: 0.0067 (0.004587812168542364)  --> TIME: 2024-06-11 14:18:44 -- STEP: 324/330 -- GLOBAL_STEP: 261575 | > loss_disc: 2.2784276008605957 (2.373276831927124) | > loss_disc_real_0: 0.1705998182296753 (0.12223784424318576) | > loss_disc_real_1: 0.2178087830543518 (0.20152833013806815) | > loss_disc_real_2: 0.19832278788089752 (0.21320745565089178) | > loss_disc_real_3: 0.22118127346038818 (0.22935032646781134) | > loss_disc_real_4: 0.2059348076581955 (0.2296959760564345) | > loss_disc_real_5: 0.22141185402870178 (0.22207310202497024) | > loss_0: 2.2784276008605957 (2.373276831927124) | > grad_norm_0: tensor(35.2702, device='cuda:0') (tensor(31.1035, device='cuda:0')) | > loss_gen: 2.3982105255126953 (2.4962333742483156) | > loss_kl: 2.2668709754943848 (1.962656021486094) | > loss_feat: 9.897271156311035 (7.116336475183935) | > loss_mel: 17.174917221069336 (17.598305881759273) | > loss_duration: 2.275881052017212 (2.079141074124676) | > loss_1: 34.013153076171875 (31.25267278412242) | > grad_norm_1: tensor(494.0669, device='cuda:0') (tensor(287.4980, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.5934 (0.41204455826017555) | > loader_time: 0.0097 (0.00483620902638377)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.372652292251587 (2.372652292251587) | > loss_disc_real_0: 0.09040120989084244 (0.09040120989084244) | > loss_disc_real_1: 0.22308200597763062 (0.22308200597763062) | > loss_disc_real_2: 0.22764483094215393 (0.22764483094215393) | > loss_disc_real_3: 0.24165405333042145 (0.24165405333042145) | > loss_disc_real_4: 0.25401291251182556 (0.25401291251182556) | > loss_disc_real_5: 0.23167255520820618 (0.23167255520820618) | > loss_0: 2.372652292251587 (2.372652292251587) | > loss_gen: 2.5648419857025146 (2.5648419857025146) | > loss_kl: 2.514338731765747 (2.514338731765747) | > loss_feat: 8.05987548828125 (8.05987548828125) | > loss_mel: 16.549030303955078 (16.549030303955078) | > loss_duration: 2.8416948318481445 (2.8416948318481445) | > loss_1: 32.529781341552734 (32.529781341552734)  --> STEP: 1 | > loss_disc: 2.479010820388794 (2.479010820388794) | > loss_disc_real_0: 0.0708046555519104 (0.0708046555519104) | > loss_disc_real_1: 0.16271229088306427 (0.16271229088306427) | > loss_disc_real_2: 0.18658073246479034 (0.18658073246479034) | > loss_disc_real_3: 0.2445799857378006 (0.2445799857378006) | > loss_disc_real_4: 0.25306975841522217 (0.25306975841522217) | > loss_disc_real_5: 0.24768343567848206 (0.24768343567848206) | > loss_0: 2.479010820388794 (2.479010820388794) | > loss_gen: 1.9705698490142822 (1.9705698490142822) | > loss_kl: 3.058689594268799 (3.058689594268799) | > loss_feat: 5.1969146728515625 (5.1969146728515625) | > loss_mel: 16.76880645751953 (16.76880645751953) | > loss_duration: 2.4122886657714844 (2.4122886657714844) | > loss_1: 29.407268524169922 (29.407268524169922)  --> STEP: 2 | > loss_disc: 2.3186559677124023 (2.398833394050598) | > loss_disc_real_0: 0.06626714766025543 (0.06853590160608292) | > loss_disc_real_1: 0.19288279116153717 (0.17779754102230072) | > loss_disc_real_2: 0.154790461063385 (0.17068559676408768) | > loss_disc_real_3: 0.2837315499782562 (0.2641557678580284) | > loss_disc_real_4: 0.24868090450763702 (0.2508753314614296) | > loss_disc_real_5: 0.2151506543159485 (0.23141704499721527) | > loss_0: 2.3186559677124023 (2.398833394050598) | > loss_gen: 2.2653398513793945 (2.1179548501968384) | > loss_kl: 2.601741075515747 (2.830215334892273) | > loss_feat: 6.899316310882568 (6.048115491867065) | > loss_mel: 20.294872283935547 (18.53183937072754) | > loss_duration: 2.46601939201355 (2.439154028892517) | > loss_1: 34.527286529541016 (31.96727752685547)  --> STEP: 3 | > loss_disc: 2.166513442993164 (2.3213934103647866) | > loss_disc_real_0: 0.09509049355983734 (0.0773874322573344) | > loss_disc_real_1: 0.07829257100820541 (0.14462921768426895) | > loss_disc_real_2: 0.12838034331798553 (0.15658384561538696) | > loss_disc_real_3: 0.13055427372455597 (0.21962193648020426) | > loss_disc_real_4: 0.12360235303640366 (0.20845100531975427) | > loss_disc_real_5: 0.17441444098949432 (0.21241617699464163) | > loss_0: 2.166513442993164 (2.3213934103647866) | > loss_gen: 1.9233840703964233 (2.0530979235967) | > loss_kl: 2.786499500274658 (2.815643390019735) | > loss_feat: 7.301327228546143 (6.465852737426758) | > loss_mel: 19.21485137939453 (18.759510040283203) | > loss_duration: 2.2977917194366455 (2.392033259073893) | > loss_1: 33.52385330200195 (32.48613611857096)  --> STEP: 4 | > loss_disc: 2.486818552017212 (2.362749695777893) | > loss_disc_real_0: 0.09046444296836853 (0.08065668493509293) | > loss_disc_real_1: 0.1794525682926178 (0.15333505533635616) | > loss_disc_real_2: 0.21781876683235168 (0.17189257591962814) | > loss_disc_real_3: 0.24914464354515076 (0.2270026132464409) | > loss_disc_real_4: 0.21818101406097412 (0.21088350750505924) | > loss_disc_real_5: 0.20949527621269226 (0.21168595179915428) | > loss_0: 2.486818552017212 (2.362749695777893) | > loss_gen: 2.02335786819458 (2.04566290974617) | > loss_kl: 3.3495638370513916 (2.949123501777649) | > loss_feat: 6.1935715675354 (6.3977824449539185) | > loss_mel: 19.075542449951172 (18.838518142700195) | > loss_duration: 2.3654842376708984 (2.3853960037231445) | > loss_1: 33.00752258300781 (32.616482734680176)  --> STEP: 5 | > loss_disc: 2.416825771331787 (2.373564910888672) | > loss_disc_real_0: 0.12930741906166077 (0.09038683176040649) | > loss_disc_real_1: 0.20477406680583954 (0.16362285763025283) | > loss_disc_real_2: 0.14416061341762543 (0.1663461834192276) | > loss_disc_real_3: 0.23687875270843506 (0.22897784113883973) | > loss_disc_real_4: 0.25193339586257935 (0.21909348517656327) | > loss_disc_real_5: 0.259612113237381 (0.22127118408679963) | > loss_0: 2.416825771331787 (2.373564910888672) | > loss_gen: 2.127713680267334 (2.062073063850403) | > loss_kl: 2.152189254760742 (2.7897366523742675) | > loss_feat: 5.324218273162842 (6.1830696105957035) | > loss_mel: 18.124601364135742 (18.695734786987305) | > loss_duration: 2.434065103530884 (2.3951298236846923) | > loss_1: 30.16278839111328 (32.1257438659668)  --> STEP: 6 | > loss_disc: 2.436150550842285 (2.383995850880941) | > loss_disc_real_0: 0.08657409250736237 (0.08975137521823247) | > loss_disc_real_1: 0.2496645748615265 (0.1779631438354651) | > loss_disc_real_2: 0.20005656778812408 (0.17196458081404367) | > loss_disc_real_3: 0.27834558486938477 (0.2372057984272639) | > loss_disc_real_4: 0.22883975505828857 (0.22071786349018416) | > loss_disc_real_5: 0.2745082378387451 (0.23014402637879053) | > loss_0: 2.436150550842285 (2.383995850880941) | > loss_gen: 2.2502870559692383 (2.0934420625368753) | > loss_kl: 2.4128966331481934 (2.7269299825032554) | > loss_feat: 6.10095739364624 (6.169384241104126) | > loss_mel: 17.383102416992188 (18.476962725321453) | > loss_duration: 2.187974452972412 (2.360603928565979) | > loss_1: 30.33521842956543 (31.827322959899902)  --> STEP: 7 | > loss_disc: 2.2255468368530273 (2.3613602774483815) | > loss_disc_real_0: 0.10210344195365906 (0.09151595618043627) | > loss_disc_real_1: 0.19116780161857605 (0.17984952351876668) | > loss_disc_real_2: 0.13904792070388794 (0.16726220079830714) | > loss_disc_real_3: 0.181791290640831 (0.22928944017205918) | > loss_disc_real_4: 0.18937397003173828 (0.21624016442469188) | > loss_disc_real_5: 0.1726619303226471 (0.22193229837077005) | > loss_0: 2.2255468368530273 (2.3613602774483815) | > loss_gen: 2.0770108699798584 (2.0910947493144443) | > loss_kl: 3.730018138885498 (2.8702282905578613) | > loss_feat: 7.625601768493652 (6.377415316445487) | > loss_mel: 20.1600399017334 (18.71740232195173) | > loss_duration: 2.516289710998535 (2.3828447546277727) | > loss_1: 36.10895919799805 (32.438985279628206)  --> STEP: 8 | > loss_disc: 2.055739164352417 (2.323157638311386) | > loss_disc_real_0: 0.10823725163936615 (0.0936061181128025) | > loss_disc_real_1: 0.12390557676553726 (0.172856530174613) | > loss_disc_real_2: 0.12997040152549744 (0.16260072588920593) | > loss_disc_real_3: 0.20052970945835114 (0.2256944738328457) | > loss_disc_real_4: 0.13196465373039246 (0.20570572558790445) | > loss_disc_real_5: 0.15579047799110413 (0.2136645708233118) | > loss_0: 2.055739164352417 (2.323157638311386) | > loss_gen: 2.139798641204834 (2.097182735800743) | > loss_kl: 3.3047759532928467 (2.9245467483997345) | > loss_feat: 11.216672897338867 (6.982322514057159) | > loss_mel: 19.883451461791992 (18.863158464431763) | > loss_duration: 2.270414113998413 (2.368790924549103) | > loss_1: 38.81510925292969 (33.236000776290894)  --> STEP: 9 | > loss_disc: 2.5281882286071777 (2.3459388150109186) | > loss_disc_real_0: 0.08425073325634003 (0.09256663090652889) | > loss_disc_real_1: 0.22293801605701447 (0.17842113971710205) | > loss_disc_real_2: 0.18474452197551727 (0.16506114767657387) | > loss_disc_real_3: 0.2296076864004135 (0.22612927522924212) | > loss_disc_real_4: 0.22987090051174164 (0.20839074502388635) | > loss_disc_real_5: 0.2500471770763397 (0.2177070826292038) | > loss_0: 2.5281882286071777 (2.3459388150109186) | > loss_gen: 2.076259136199951 (2.0948578914006553) | > loss_kl: 2.0482096672058105 (2.8271759616004095) | > loss_feat: 6.664466381072998 (6.947005165947808) | > loss_mel: 19.385530471801758 (18.921199798583984) | > loss_duration: 2.1321961879730225 (2.342502620485094) | > loss_1: 32.30665969848633 (33.13274065653483)  --> STEP: 10 | > loss_disc: 2.6075406074523926 (2.372098994255066) | > loss_disc_real_0: 0.08711151778697968 (0.09202111959457397) | > loss_disc_real_1: 0.24534723162651062 (0.1851137489080429) | > loss_disc_real_2: 0.24492421746253967 (0.17304745465517044) | > loss_disc_real_3: 0.2810930013656616 (0.23162564784288406) | > loss_disc_real_4: 0.23557500541210175 (0.2111091710627079) | > loss_disc_real_5: 0.25585851073265076 (0.2215222254395485) | > loss_0: 2.6075406074523926 (2.372098994255066) | > loss_gen: 2.0415635108947754 (2.0895284533500673) | > loss_kl: 2.111177921295166 (2.755576157569885) | > loss_feat: 4.990283966064453 (6.7513330459594725) | > loss_mel: 15.19955825805664 (18.54903564453125) | > loss_duration: 2.367274761199951 (2.3449798345565798) | > loss_1: 26.709857940673828 (32.49045238494873)  --> STEP: 11 | > loss_disc: 2.5764150619506836 (2.390673182227395) | > loss_disc_real_0: 0.05817630887031555 (0.08894431861964139) | > loss_disc_real_1: 0.21594049036502838 (0.18791617994958704) | > loss_disc_real_2: 0.22844475507736206 (0.1780835728753697) | > loss_disc_real_3: 0.1914016455411911 (0.227968920360912) | > loss_disc_real_4: 0.25782468914985657 (0.2153560363433578) | > loss_disc_real_5: 0.2961922585964203 (0.2283104102719914) | > loss_0: 2.5764150619506836 (2.390673182227395) | > loss_gen: 2.027071237564087 (2.083850524642251) | > loss_kl: 3.786285400390625 (2.849276997826316) | > loss_feat: 7.0454607009887695 (6.778071923689409) | > loss_mel: 17.11299705505371 (18.418486681851473) | > loss_duration: 2.4473774433135986 (2.354288708079945) | > loss_1: 32.419193267822266 (32.48397428339178)  --> STEP: 12 | > loss_disc: 2.588653326034546 (2.4071715275446577) | > loss_disc_real_0: 0.07255736738443375 (0.08757873935004075) | > loss_disc_real_1: 0.15494811534881592 (0.18516884123285612) | > loss_disc_real_2: 0.1319791078567505 (0.17424153412381807) | > loss_disc_real_3: 0.2532123029232025 (0.2300725355744362) | > loss_disc_real_4: 0.16776947677135468 (0.21139048971235752) | > loss_disc_real_5: 0.24991127848625183 (0.23011048262317976) | > loss_0: 2.588653326034546 (2.4071715275446577) | > loss_gen: 1.783679485321045 (2.0588362713654837) | > loss_kl: 2.634946823120117 (2.831416149934133) | > loss_feat: 5.823911666870117 (6.698558568954468) | > loss_mel: 18.946548461914062 (18.46249183019002) | > loss_duration: 2.2993125915527344 (2.3497073650360107) | > loss_1: 31.488399505615234 (32.401009718577065)  --> STEP: 13 | > loss_disc: 2.4285504817962646 (2.408816062487089) | > loss_disc_real_0: 0.04723445326089859 (0.08447533272779904) | > loss_disc_real_1: 0.17199629545211792 (0.18415556848049164) | > loss_disc_real_2: 0.21700716018676758 (0.1775311976671219) | > loss_disc_real_3: 0.22617867588996887 (0.22977300790640023) | > loss_disc_real_4: 0.1722487360239029 (0.2083795855824764) | > loss_disc_real_5: 0.20398691296577454 (0.22810097726491782) | > loss_0: 2.4285504817962646 (2.408816062487089) | > loss_gen: 1.8625071048736572 (2.0437340277891893) | > loss_kl: 2.8852343559265137 (2.835556011933547) | > loss_feat: 5.965421199798584 (6.642163386711707) | > loss_mel: 15.991748809814453 (18.272434674776516) | > loss_duration: 2.217898368835449 (2.3395682114821215) | > loss_1: 28.922809600830078 (32.13345586336576)  --> STEP: 14 | > loss_disc: 2.4825849533081055 (2.4140852689743046) | > loss_disc_real_0: 0.11944103240966797 (0.0869728827050754) | > loss_disc_real_1: 0.25777798891067505 (0.1894143127969333) | > loss_disc_real_2: 0.12133347988128662 (0.17351707496813365) | > loss_disc_real_3: 0.206282377243042 (0.22809510571616037) | > loss_disc_real_4: 0.1971295028924942 (0.20757600824747766) | > loss_disc_real_5: 0.2123471349477768 (0.22697570281369345) | > loss_0: 2.4825849533081055 (2.4140852689743046) | > loss_gen: 1.9952869415283203 (2.040273521627699) | > loss_kl: 3.273761034011841 (2.866856370653425) | > loss_feat: 7.554820537567139 (6.7073531832013815) | > loss_mel: 19.46424674987793 (18.35756410871233) | > loss_duration: 2.4029979705810547 (2.3440989085606168) | > loss_1: 34.69111633300781 (32.31614589691162)  --> STEP: 15 | > loss_disc: 2.362210273742676 (2.4106269359588626) | > loss_disc_real_0: 0.07623204588890076 (0.08625682691733043) | > loss_disc_real_1: 0.17523467540740967 (0.18846900363763172) | > loss_disc_real_2: 0.18046347796916962 (0.17398016850153605) | > loss_disc_real_3: 0.20891211926937103 (0.22681623995304107) | > loss_disc_real_4: 0.1369280070066452 (0.20286614149808885) | > loss_disc_real_5: 0.18309785425662994 (0.22405051290988923) | > loss_0: 2.362210273742676 (2.4106269359588626) | > loss_gen: 1.9615412950515747 (2.035024706522624) | > loss_kl: 3.2704272270202637 (2.893761094411214) | > loss_feat: 9.07069206237793 (6.864909108479818) | > loss_mel: 20.06407356262207 (18.47133140563965) | > loss_duration: 2.3523812294006348 (2.3446510632832847) | > loss_1: 36.7191162109375 (32.60967725118001)  --> STEP: 16 | > loss_disc: 2.5761239528656006 (2.420970499515534) | > loss_disc_real_0: 0.08336952328681946 (0.08607637044042349) | > loss_disc_real_1: 0.1728065013885498 (0.1874900972470641) | > loss_disc_real_2: 0.17204563319683075 (0.17385926004499197) | > loss_disc_real_3: 0.27680453658103943 (0.22994050849229097) | > loss_disc_real_4: 0.18245823681354523 (0.20159064745530486) | > loss_disc_real_5: 0.27929943799972534 (0.22750357072800398) | > loss_0: 2.5761239528656006 (2.420970499515534) | > loss_gen: 1.9674679040908813 (2.03080240637064) | > loss_kl: 2.845006227493286 (2.8907139152288437) | > loss_feat: 9.535682678222656 (7.031832456588745) | > loss_mel: 18.472061157226562 (18.47137701511383) | > loss_duration: 2.3649139404296875 (2.3459174931049347) | > loss_1: 35.18513107299805 (32.77064311504364)  --> STEP: 17 | > loss_disc: 2.5626120567321777 (2.4293023558223954) | > loss_disc_real_0: 0.1658676266670227 (0.0907699737478705) | > loss_disc_real_1: 0.2043052762746811 (0.18847922542515924) | > loss_disc_real_2: 0.2556086480617523 (0.17866804757538965) | > loss_disc_real_3: 0.27318546175956726 (0.232484329272719) | > loss_disc_real_4: 0.23769895732402802 (0.2037146656828768) | > loss_disc_real_5: 0.35382986068725586 (0.23493452896090114) | > loss_0: 2.5626120567321777 (2.4293023558223954) | > loss_gen: 2.2705459594726562 (2.0449049683178173) | > loss_kl: 2.0592103004455566 (2.8418019378886505) | > loss_feat: 6.11481237411499 (6.977890098796172) | > loss_mel: 17.426387786865234 (18.40990706051097) | > loss_duration: 2.482283115386963 (2.353939000297995) | > loss_1: 30.353239059448242 (32.628442876479205)  --> STEP: 18 | > loss_disc: 2.4351632595062256 (2.429627961582608) | > loss_disc_real_0: 0.03435720503330231 (0.0876359310415056) | > loss_disc_real_1: 0.08638621866703033 (0.18280739171637428) | > loss_disc_real_2: 0.1641201376914978 (0.17785983035961786) | > loss_disc_real_3: 0.13341845571994781 (0.22698066963089836) | > loss_disc_real_4: 0.1663186103105545 (0.20163710705108112) | > loss_disc_real_5: 0.20608408749103546 (0.23333172665701973) | > loss_0: 2.4351632595062256 (2.429627961582608) | > loss_gen: 1.659910798072815 (2.023516403304206) | > loss_kl: 3.262720823287964 (2.8651863204108343) | > loss_feat: 8.351218223571777 (7.054186105728149) | > loss_mel: 18.872493743896484 (18.435606320699055) | > loss_duration: 2.267228603363037 (2.349121756023831) | > loss_1: 34.413570404052734 (32.72761662801107)  --> STEP: 19 | > loss_disc: 2.5413599014282227 (2.435508589995535) | > loss_disc_real_0: 0.09829722344875336 (0.08819705169451864) | > loss_disc_real_1: 0.11192970722913742 (0.1790769872696776) | > loss_disc_real_2: 0.18179558217525482 (0.1780669751920198) | > loss_disc_real_3: 0.238023579120636 (0.22756187539351613) | > loss_disc_real_4: 0.22931253910064697 (0.2030937087379004) | > loss_disc_real_5: 0.27873754501342773 (0.23572150657051488) | > loss_0: 2.5413599014282227 (2.435508589995535) | > loss_gen: 1.8731104135513306 (2.0156002985803703) | > loss_kl: 2.110609769821167 (2.8254717651166414) | > loss_feat: 5.377563953399658 (6.9659428345529655) | > loss_mel: 17.321060180664062 (18.37694599753932) | > loss_duration: 2.3306193351745605 (2.348147944400185) | > loss_1: 29.012964248657227 (32.53210860804508)  --> STEP: 20 | > loss_disc: 2.517688512802124 (2.4396175861358644) | > loss_disc_real_0: 0.17645932734012604 (0.09261016547679901) | > loss_disc_real_1: 0.1805371344089508 (0.17914999462664127) | > loss_disc_real_2: 0.14788824319839478 (0.17655803859233857) | > loss_disc_real_3: 0.22109557688236237 (0.22723856046795846) | > loss_disc_real_4: 0.2556019127368927 (0.20571911893785) | > loss_disc_real_5: 0.29108884930610657 (0.23848987370729446) | > loss_0: 2.517688512802124 (2.4396175861358644) | > loss_gen: 2.270843744277954 (2.0283624708652495) | > loss_kl: 2.412395715713501 (2.804817962646484) | > loss_feat: 5.450102806091309 (6.890150833129883) | > loss_mel: 15.927725791931152 (18.254484987258913) | > loss_duration: 2.3260531425476074 (2.347043204307556) | > loss_1: 28.387121200561523 (32.3248592376709)  --> STEP: 21 | > loss_disc: 2.2093963623046875 (2.428654670715332) | > loss_disc_real_0: 0.04481954872608185 (0.09033442182200295) | > loss_disc_real_1: 0.12496265023946762 (0.17656964489391871) | > loss_disc_real_2: 0.15830837190151215 (0.17568900684515634) | > loss_disc_real_3: 0.19658803939819336 (0.22577901184558868) | > loss_disc_real_4: 0.14353996515274048 (0.2027582068528448) | > loss_disc_real_5: 0.15803013741970062 (0.23465845769359953) | > loss_0: 2.2093963623046875 (2.428654670715332) | > loss_gen: 2.057554244995117 (2.029752555347624) | > loss_kl: 2.163801670074463 (2.774293377285912) | > loss_feat: 7.109657287597656 (6.900603521437872) | > loss_mel: 16.06145668029785 (18.150055067879812) | > loss_duration: 2.1575777530670166 (2.3380210399627686) | > loss_1: 29.550046920776367 (32.19272531781878)  --> STEP: 22 | > loss_disc: 2.664459466934204 (2.4393730705434624) | > loss_disc_real_0: 0.07226450741291046 (0.0895130620761351) | > loss_disc_real_1: 0.1084694117307663 (0.17347417975013907) | > loss_disc_real_2: 0.15606804192066193 (0.17479714480313388) | > loss_disc_real_3: 0.24529533088207245 (0.22666611725633795) | > loss_disc_real_4: 0.2825528085231781 (0.2063852342014963) | > loss_disc_real_5: 0.23822659254074097 (0.23482064564119687) | > loss_0: 2.664459466934204 (2.4393730705434624) | > loss_gen: 1.7217521667480469 (2.015752537684007) | > loss_kl: 2.1618850231170654 (2.7464566339146006) | > loss_feat: 6.88694953918457 (6.899982885880903) | > loss_mel: 19.567005157470703 (18.214461890133943) | > loss_duration: 2.184467315673828 (2.3310413252223623) | > loss_1: 32.52206039428711 (32.20769509402189)  --> STEP: 23 | > loss_disc: 2.5933830738067627 (2.4460691576418667) | > loss_disc_real_0: 0.1705140471458435 (0.09303484403568765) | > loss_disc_real_1: 0.2099001407623291 (0.17505791718545166) | > loss_disc_real_2: 0.1987442523241043 (0.17583832339100217) | > loss_disc_real_3: 0.21358661353588104 (0.22609744318153546) | > loss_disc_real_4: 0.25696495175361633 (0.2085843523559363) | > loss_disc_real_5: 0.2587318420410156 (0.2358602628759716) | > loss_0: 2.5933830738067627 (2.4460691576418667) | > loss_gen: 2.026803493499756 (2.0162330140238223) | > loss_kl: 2.4040870666503906 (2.731571000555287) | > loss_feat: 4.678583145141602 (6.803400288457456) | > loss_mel: 16.19397735595703 (18.126614736474078) | > loss_duration: 2.275320529937744 (2.3286186819491177) | > loss_1: 27.578771591186523 (32.006437550420344)  --> STEP: 24 | > loss_disc: 2.571763277053833 (2.4513064126173654) | > loss_disc_real_0: 0.0941987857222557 (0.09308334160596132) | > loss_disc_real_1: 0.18410541117191315 (0.17543489610155424) | > loss_disc_real_2: 0.19265474379062653 (0.17653900757431984) | > loss_disc_real_3: 0.2648933231830597 (0.227713938181599) | > loss_disc_real_4: 0.2542468309402466 (0.21048695563028255) | > loss_disc_real_5: 0.26100414991378784 (0.2369079248358806) | > loss_0: 2.571763277053833 (2.4513064126173654) | > loss_gen: 1.97283136844635 (2.014424612124761) | > loss_kl: 2.6461293697357178 (2.7280109326044717) | > loss_feat: 4.838081359863281 (6.721511999766032) | > loss_mel: 16.04546356201172 (18.039900104204815) | > loss_duration: 2.439401865005493 (2.3332346479098) | > loss_1: 27.94190788269043 (31.837082147598267)  --> STEP: 25 | > loss_disc: 2.682234764099121 (2.460543546676636) | > loss_disc_real_0: 0.11840439587831497 (0.09409618377685547) | > loss_disc_real_1: 0.17868691682815552 (0.1755649769306183) | > loss_disc_real_2: 0.2472810298204422 (0.17936868846416473) | > loss_disc_real_3: 0.2133573293685913 (0.22713967382907868) | > loss_disc_real_4: 0.16423830389976501 (0.20863700956106185) | > loss_disc_real_5: 0.2830069661140442 (0.23875188648700715) | > loss_0: 2.682234764099121 (2.460543546676636) | > loss_gen: 1.787800669670105 (2.0053596544265746) | > loss_kl: 2.7393295764923096 (2.728463678359985) | > loss_feat: 6.984711170196533 (6.732039966583252) | > loss_mel: 16.656108856201172 (17.984548454284667) | > loss_duration: 2.3616585731506348 (2.3343716049194336) | > loss_1: 30.52960777282715 (31.784783172607423)  --> STEP: 26 | > loss_disc: 2.340660572052002 (2.4559326630372267) | > loss_disc_real_0: 0.09050092846155167 (0.09395790472626686) | > loss_disc_real_1: 0.16100557148456573 (0.1750049997980778) | > loss_disc_real_2: 0.1670083850622177 (0.17889329217947447) | > loss_disc_real_3: 0.1115507259964943 (0.22269394506628698) | > loss_disc_real_4: 0.07849401980638504 (0.20363150995511275) | > loss_disc_real_5: 0.12468616664409637 (0.23436474341612595) | > loss_0: 2.340660572052002 (2.4559326630372267) | > loss_gen: 1.8294548988342285 (1.9985940869037921) | > loss_kl: 2.5551140308380127 (2.721796384224525) | > loss_feat: 10.467269897460938 (6.875702656232393) | > loss_mel: 17.976911544799805 (17.984254726996788) | > loss_duration: 2.2896406650543213 (2.3326511841553907) | > loss_1: 35.11839294433594 (31.912998933058518) --> EVAL PERFORMANCE | > avg_loader_time: 0.002513546210068923 (-6.390534914456824e-05) | > avg_loss_disc: 2.4559326630372267 (+0.030351528754601897) | > avg_loss_disc_real_0: 0.09395790472626686 (-0.02887927712156224) | > avg_loss_disc_real_1: 0.1750049997980778 (-0.03237046158084503) | > avg_loss_disc_real_2: 0.17889329217947447 (-0.03321086758604416) | > avg_loss_disc_real_3: 0.22269394506628698 (-0.02879707486583649) | > avg_loss_disc_real_4: 0.20363150995511275 (-0.05968186775079137) | > avg_loss_disc_real_5: 0.23436474341612595 (-0.017523734901960075) | > avg_loss_0: 2.4559326630372267 (+0.030351528754601897) | > avg_loss_gen: 1.9985940869037921 (-0.3704530046536372) | > avg_loss_kl: 2.721796384224525 (-0.12355946577512311) | > avg_loss_feat: 6.875702656232393 (-0.10627889633178711) | > avg_loss_mel: 17.984254726996788 (+0.08209232183602921) | > avg_loss_duration: 2.3326511841553907 (-0.006284181888286611) | > avg_loss_1: 31.912998933058518 (-0.5244836073655392)  > EPOCH: 526/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:19:07)   --> TIME: 2024-06-11 14:19:16 -- STEP: 19/330 -- GLOBAL_STEP: 261600 | > loss_disc: 2.4401423931121826 (2.322769516392758) | > loss_disc_real_0: 0.10005760192871094 (0.10722085323772933) | > loss_disc_real_1: 0.1807643175125122 (0.19533205581338783) | > loss_disc_real_2: 0.20963382720947266 (0.2089637831637734) | > loss_disc_real_3: 0.22720350325107574 (0.22837725830705544) | > loss_disc_real_4: 0.26536980271339417 (0.2318683501921202) | > loss_disc_real_5: 0.255840539932251 (0.22321972015656924) | > loss_0: 2.4401423931121826 (2.322769516392758) | > grad_norm_0: tensor(14.2575, device='cuda:0') (tensor(10.0175, device='cuda:0')) | > loss_gen: 2.3918023109436035 (2.5179641246795654) | > loss_kl: 1.6694905757904053 (1.8540646339717664) | > loss_feat: 7.052276611328125 (7.038970294751619) | > loss_mel: 17.03290367126465 (18.02752534966719) | > loss_duration: 1.9943771362304688 (2.089661014707465) | > loss_1: 30.140850067138672 (31.528185794228) | > grad_norm_1: tensor(78.2200, device='cuda:0') (tensor(96.0543, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3535 (0.36562299728393555) | > loader_time: 0.0043 (0.003236582404688785)  --> TIME: 2024-06-11 14:19:25 -- STEP: 44/330 -- GLOBAL_STEP: 261625 | > loss_disc: 2.4451663494110107 (2.3240971944548865) | > loss_disc_real_0: 0.12895941734313965 (0.10758426463739439) | > loss_disc_real_1: 0.17348815500736237 (0.19562246853655035) | > loss_disc_real_2: 0.2009405642747879 (0.20695455169135873) | > loss_disc_real_3: 0.20840027928352356 (0.22741368142041293) | > loss_disc_real_4: 0.22378599643707275 (0.2304366688159379) | > loss_disc_real_5: 0.21028171479701996 (0.22058936377817934) | > loss_0: 2.4451663494110107 (2.3240971944548865) | > grad_norm_0: tensor(11.6531, device='cuda:0') (tensor(10.0754, device='cuda:0')) | > loss_gen: 2.3712875843048096 (2.515018728646365) | > loss_kl: 2.0300979614257812 (1.8931627436117693) | > loss_feat: 7.526251792907715 (7.120239442045039) | > loss_mel: 18.574920654296875 (17.985112883827895) | > loss_duration: 1.9498343467712402 (2.0364664142782036) | > loss_1: 32.452392578125 (31.55000045082786) | > grad_norm_1: tensor(76.5842, device='cuda:0') (tensor(104.3160, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3562 (0.3686138391494751) | > loader_time: 0.004 (0.003371184522455389)  --> TIME: 2024-06-11 14:19:35 -- STEP: 69/330 -- GLOBAL_STEP: 261650 | > loss_disc: 2.3521721363067627 (2.3399506790050557) | > loss_disc_real_0: 0.12378798425197601 (0.11027687194122786) | > loss_disc_real_1: 0.1796034276485443 (0.19769573859546496) | > loss_disc_real_2: 0.21908831596374512 (0.21123896690382474) | > loss_disc_real_3: 0.23073481023311615 (0.22951944993026013) | > loss_disc_real_4: 0.23216764628887177 (0.22985946635405222) | > loss_disc_real_5: 0.2314043492078781 (0.22124761148639346) | > loss_0: 2.3521721363067627 (2.3399506790050557) | > grad_norm_0: tensor(12.0063, device='cuda:0') (tensor(9.4478, device='cuda:0')) | > loss_gen: 2.4488906860351562 (2.498612821965978) | > loss_kl: 1.8736090660095215 (1.9258426030476887) | > loss_feat: 6.462574481964111 (7.084350599758867) | > loss_mel: 17.519699096679688 (17.921873286150507) | > loss_duration: 1.9448089599609375 (2.0195184445035634) | > loss_1: 30.249582290649414 (31.45019793855971) | > grad_norm_1: tensor(223.5346, device='cuda:0') (tensor(104.1981, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3662 (0.3717265820157701) | > loader_time: 0.0042 (0.0035458025724991508)  --> TIME: 2024-06-11 14:19:44 -- STEP: 94/330 -- GLOBAL_STEP: 261675 | > loss_disc: 2.317643404006958 (2.3403093459758355) | > loss_disc_real_0: 0.13351909816265106 (0.11104015752356103) | > loss_disc_real_1: 0.21774499118328094 (0.19794361832294058) | > loss_disc_real_2: 0.18481408059597015 (0.21002504752671464) | > loss_disc_real_3: 0.21139582991600037 (0.2284505471904227) | > loss_disc_real_4: 0.23571006953716278 (0.23006121528909562) | > loss_disc_real_5: 0.22440843284130096 (0.2214701790758904) | > loss_0: 2.317643404006958 (2.3403093459758355) | > grad_norm_0: tensor(11.9664, device='cuda:0') (tensor(9.4425, device='cuda:0')) | > loss_gen: 2.6468567848205566 (2.4909724200025516) | > loss_kl: 2.0895769596099854 (1.937823293056894) | > loss_feat: 7.3855814933776855 (7.06790818052089) | > loss_mel: 17.961484909057617 (17.856540761095406) | > loss_duration: 2.0170116424560547 (2.0139816517525535) | > loss_1: 32.10050964355469 (31.36722643831943) | > grad_norm_1: tensor(98.1136, device='cuda:0') (tensor(97.8198, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.363 (0.3716234932554529) | > loader_time: 0.0036 (0.0036164598262056393)  --> TIME: 2024-06-11 14:19:54 -- STEP: 119/330 -- GLOBAL_STEP: 261700 | > loss_disc: 2.302856922149658 (2.348730245558154) | > loss_disc_real_0: 0.12218057364225388 (0.11207488955569868) | > loss_disc_real_1: 0.1960623562335968 (0.19808497386319296) | > loss_disc_real_2: 0.21090874075889587 (0.2108482920071658) | > loss_disc_real_3: 0.23686905205249786 (0.22911633876692347) | > loss_disc_real_4: 0.2009776532649994 (0.2299116925031197) | > loss_disc_real_5: 0.2211206555366516 (0.22189761585548146) | > loss_0: 2.302856922149658 (2.348730245558154) | > grad_norm_0: tensor(6.7923, device='cuda:0') (tensor(9.8143, device='cuda:0')) | > loss_gen: 2.5627827644348145 (2.484575445912465) | > loss_kl: 1.8208328485488892 (1.9452777690246326) | > loss_feat: 6.403653621673584 (7.041463443211147) | > loss_mel: 18.30330467224121 (17.85247241749483) | > loss_duration: 2.0090506076812744 (2.014399654725021) | > loss_1: 31.09962272644043 (31.33818886059673) | > grad_norm_1: tensor(108.2954, device='cuda:0') (tensor(105.4267, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3691 (0.3714410457290521) | > loader_time: 0.0042 (0.0037054113981102696)  --> TIME: 2024-06-11 14:20:03 -- STEP: 144/330 -- GLOBAL_STEP: 261725 | > loss_disc: 2.3528425693511963 (2.357217815187243) | > loss_disc_real_0: 0.07245486974716187 (0.11296384124499229) | > loss_disc_real_1: 0.17449866235256195 (0.1992048796059357) | > loss_disc_real_2: 0.2132025808095932 (0.2118255043816235) | > loss_disc_real_3: 0.2630424499511719 (0.22956438414338562) | > loss_disc_real_4: 0.20897072553634644 (0.2302020899951458) | > loss_disc_real_5: 0.21798892319202423 (0.22226228720198074) | > loss_0: 2.3528425693511963 (2.357217815187243) | > grad_norm_0: tensor(31.4583, device='cuda:0') (tensor(12.1082, device='cuda:0')) | > loss_gen: 2.5732343196868896 (2.4801430751880007) | > loss_kl: 2.0369274616241455 (1.9521492073933284) | > loss_feat: 7.265337944030762 (7.029721104436451) | > loss_mel: 18.130434036254883 (17.849362227651806) | > loss_duration: 2.010375499725342 (2.019112374219632) | > loss_1: 32.01630783081055 (31.330488085746765) | > grad_norm_1: tensor(340.9749, device='cuda:0') (tensor(130.3923, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3774 (0.37182904448774134) | > loader_time: 0.0042 (0.00380128456486596)  --> TIME: 2024-06-11 14:20:13 -- STEP: 169/330 -- GLOBAL_STEP: 261750 | > loss_disc: 2.328963279724121 (2.3599053698883963) | > loss_disc_real_0: 0.06252352893352509 (0.11606861038144524) | > loss_disc_real_1: 0.18031513690948486 (0.1992868985650102) | > loss_disc_real_2: 0.20215818285942078 (0.21171883101294017) | > loss_disc_real_3: 0.25204914808273315 (0.22926237729526835) | > loss_disc_real_4: 0.22561581432819366 (0.22957258702382533) | > loss_disc_real_5: 0.22680296003818512 (0.22226759994171075) | > loss_0: 2.328963279724121 (2.3599053698883963) | > grad_norm_0: tensor(24.8252, device='cuda:0') (tensor(15.1423, device='cuda:0')) | > loss_gen: 2.3737220764160156 (2.484944089629946) | > loss_kl: 2.002633810043335 (1.960857681268771) | > loss_feat: 7.37382173538208 (7.049239612895356) | > loss_mel: 17.80699920654297 (17.832732398129085) | > loss_duration: 2.0794692039489746 (2.0237756501993514) | > loss_1: 31.636646270751953 (31.351549532286516) | > grad_norm_1: tensor(261.3164, device='cuda:0') (tensor(153.8501, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3808 (0.37489268765647027) | > loader_time: 0.0047 (0.0038927800556611734)  --> TIME: 2024-06-11 14:20:23 -- STEP: 194/330 -- GLOBAL_STEP: 261775 | > loss_disc: 2.2957258224487305 (2.3545739306617026) | > loss_disc_real_0: 0.1688571274280548 (0.11636057142744359) | > loss_disc_real_1: 0.165132075548172 (0.19876462497662023) | > loss_disc_real_2: 0.22112293541431427 (0.21169068464606072) | > loss_disc_real_3: 0.20685450732707977 (0.22884789116911053) | > loss_disc_real_4: 0.217882439494133 (0.22830762015175574) | > loss_disc_real_5: 0.18720433115959167 (0.22207890689065776) | > loss_0: 2.2957258224487305 (2.3545739306617026) | > grad_norm_0: tensor(51.4750, device='cuda:0') (tensor(17.8220, device='cuda:0')) | > loss_gen: 2.556182384490967 (2.493862579778297) | > loss_kl: 2.0690207481384277 (1.9624219671967102) | > loss_feat: 7.504319667816162 (7.069623772630987) | > loss_mel: 17.667940139770508 (17.79940603197237) | > loss_duration: 2.051466226577759 (2.030730522784993) | > loss_1: 31.848928451538086 (31.356044956089296) | > grad_norm_1: tensor(249.7229, device='cuda:0') (tensor(176.5013, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3866 (0.3768996541033086) | > loader_time: 0.0045 (0.004008581957866236)  --> TIME: 2024-06-11 14:20:33 -- STEP: 219/330 -- GLOBAL_STEP: 261800 | > loss_disc: 2.2839226722717285 (2.3543796212705836) | > loss_disc_real_0: 0.10862356424331665 (0.1165837806109424) | > loss_disc_real_1: 0.19275714457035065 (0.19832191184231135) | > loss_disc_real_2: 0.20721526443958282 (0.2117253487512945) | > loss_disc_real_3: 0.23566244542598724 (0.22946938137485556) | > loss_disc_real_4: 0.21895122528076172 (0.22857270917119502) | > loss_disc_real_5: 0.2020251750946045 (0.2218581900068614) | > loss_0: 2.2839226722717285 (2.3543796212705836) | > grad_norm_0: tensor(11.9137, device='cuda:0') (tensor(19.3483, device='cuda:0')) | > loss_gen: 2.4141108989715576 (2.4937694225137084) | > loss_kl: 2.1388368606567383 (1.9608763309374249) | > loss_feat: 6.914610862731934 (7.088454806097022) | > loss_mel: 17.40767478942871 (17.76131753616682) | > loss_duration: 2.1026880741119385 (2.037742233711839) | > loss_1: 30.977920532226562 (31.342160455712445) | > grad_norm_1: tensor(309.3716, device='cuda:0') (tensor(199.5377, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.3957 (0.379556869262974) | > loader_time: 0.0053 (0.004126504131648094)  --> TIME: 2024-06-11 14:20:44 -- STEP: 244/330 -- GLOBAL_STEP: 261825 | > loss_disc: 2.4164795875549316 (2.3565501824754174) | > loss_disc_real_0: 0.1522652506828308 (0.11719301083415258) | > loss_disc_real_1: 0.20975515246391296 (0.19838674348153051) | > loss_disc_real_2: 0.21301506459712982 (0.21164418659249284) | > loss_disc_real_3: 0.2625718414783478 (0.22954330214711485) | > loss_disc_real_4: 0.2781926691532135 (0.22921148589888557) | > loss_disc_real_5: 0.2815162241458893 (0.22174420574160872) | > loss_0: 2.4164795875549316 (2.3565501824754174) | > grad_norm_0: tensor(72.2627, device='cuda:0') (tensor(19.9928, device='cuda:0')) | > loss_gen: 2.510525703430176 (2.491236252862898) | > loss_kl: 2.035231351852417 (1.9606339374526602) | > loss_feat: 6.462323188781738 (7.078978206290573) | > loss_mel: 16.752126693725586 (17.718758450179802) | > loss_duration: 2.06257963180542 (2.0457223810133427) | > loss_1: 29.82278823852539 (31.29532934407719) | > grad_norm_1: tensor(269.1935, device='cuda:0') (tensor(209.2071, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.4197 (0.3830469729470425) | > loader_time: 0.0054 (0.004242822772166768)  --> TIME: 2024-06-11 14:20:55 -- STEP: 269/330 -- GLOBAL_STEP: 261850 | > loss_disc: 2.4086196422576904 (2.357716494776502) | > loss_disc_real_0: 0.1291303038597107 (0.11793281891310525) | > loss_disc_real_1: 0.18584176898002625 (0.1982141311062313) | > loss_disc_real_2: 0.22212114930152893 (0.21274584404376354) | > loss_disc_real_3: 0.22145754098892212 (0.2289918102739469) | > loss_disc_real_4: 0.22678780555725098 (0.22871186033057458) | > loss_disc_real_5: 0.2388681024312973 (0.22142774337507978) | > loss_0: 2.4086196422576904 (2.357716494776502) | > grad_norm_0: tensor(33.5280, device='cuda:0') (tensor(21.1418, device='cuda:0')) | > loss_gen: 2.44415283203125 (2.4903907412489983) | > loss_kl: 1.8936692476272583 (1.9617582267101812) | > loss_feat: 7.25352668762207 (7.079446173955073) | > loss_mel: 17.02625846862793 (17.699050477889386) | > loss_duration: 2.15018892288208 (2.053397712211187) | > loss_1: 30.76779556274414 (31.284043414885225) | > grad_norm_1: tensor(91.6867, device='cuda:0') (tensor(221.7743, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.4382 (0.38704980970758485) | > loader_time: 0.0061 (0.00438170450770722)  --> TIME: 2024-06-11 14:21:06 -- STEP: 294/330 -- GLOBAL_STEP: 261875 | > loss_disc: 2.2738125324249268 (2.360948067133117) | > loss_disc_real_0: 0.12638172507286072 (0.11899635114637362) | > loss_disc_real_1: 0.20386846363544464 (0.19870139678724766) | > loss_disc_real_2: 0.19972394406795502 (0.21279879659414283) | > loss_disc_real_3: 0.22656112909317017 (0.22955121155701527) | > loss_disc_real_4: 0.1991431564092636 (0.2288417754834201) | > loss_disc_real_5: 0.20102868974208832 (0.22151807376316615) | > loss_0: 2.2738125324249268 (2.360948067133117) | > grad_norm_0: tensor(5.6517, device='cuda:0') (tensor(23.6782, device='cuda:0')) | > loss_gen: 2.4714646339416504 (2.4892858793946333) | > loss_kl: 2.0204732418060303 (1.9639050538848046) | > loss_feat: 7.953414440155029 (7.078926971980502) | > loss_mel: 17.316434860229492 (17.657988778587914) | > loss_duration: 2.210169792175293 (2.063028007948483) | > loss_1: 31.971954345703125 (31.253134740453188) | > grad_norm_1: tensor(401.0262, device='cuda:0') (tensor(239.0239, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.4649 (0.39242221790106097) | > loader_time: 0.0067 (0.004542205609431885)  --> TIME: 2024-06-11 14:21:19 -- STEP: 319/330 -- GLOBAL_STEP: 261900 | > loss_disc: 2.3568263053894043 (2.3665766289989016) | > loss_disc_real_0: 0.08239397406578064 (0.1205965920722223) | > loss_disc_real_1: 0.21536745131015778 (0.1988151617651822) | > loss_disc_real_2: 0.16999799013137817 (0.21282817502754225) | > loss_disc_real_3: 0.23425547778606415 (0.2296603058572847) | > loss_disc_real_4: 0.23662614822387695 (0.2296647781208391) | > loss_disc_real_5: 0.23779143393039703 (0.22248823767919151) | > loss_0: 2.3568263053894043 (2.3665766289989016) | > grad_norm_0: tensor(28.6213, device='cuda:0') (tensor(25.1278, device='cuda:0')) | > loss_gen: 2.4531731605529785 (2.4904422760009743) | > loss_kl: 1.92693293094635 (1.9658194432811678) | > loss_feat: 8.216548919677734 (7.1107940957837705) | > loss_mel: 17.244579315185547 (17.619805102811707) | > loss_duration: 2.2455835342407227 (2.076673883629445) | > loss_1: 32.08681869506836 (31.263534826918455) | > grad_norm_1: tensor(384.9461, device='cuda:0') (tensor(251.4057, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.5726 (0.40210004660029386) | > loader_time: 0.0084 (0.004784074322930698)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5136618614196777 (2.5136618614196777) | > loss_disc_real_0: 0.10654617100954056 (0.10654617100954056) | > loss_disc_real_1: 0.22687505185604095 (0.22687505185604095) | > loss_disc_real_2: 0.2448597401380539 (0.2448597401380539) | > loss_disc_real_3: 0.24924428761005402 (0.24924428761005402) | > loss_disc_real_4: 0.268412321805954 (0.268412321805954) | > loss_disc_real_5: 0.3319143056869507 (0.3319143056869507) | > loss_0: 2.5136618614196777 (2.5136618614196777) | > loss_gen: 2.475402355194092 (2.475402355194092) | > loss_kl: 1.345011830329895 (1.345011830329895) | > loss_feat: 6.113011837005615 (6.113011837005615) | > loss_mel: 14.47762680053711 (14.47762680053711) | > loss_duration: 2.9612231254577637 (2.9612231254577637) | > loss_1: 27.372276306152344 (27.372276306152344)  --> STEP: 1 | > loss_disc: 2.3845443725585938 (2.3845443725585938) | > loss_disc_real_0: 0.105091392993927 (0.105091392993927) | > loss_disc_real_1: 0.1277121901512146 (0.1277121901512146) | > loss_disc_real_2: 0.17645122110843658 (0.17645122110843658) | > loss_disc_real_3: 0.20958949625492096 (0.20958949625492096) | > loss_disc_real_4: 0.2554806172847748 (0.2554806172847748) | > loss_disc_real_5: 0.2546987235546112 (0.2546987235546112) | > loss_0: 2.3845443725585938 (2.3845443725585938) | > loss_gen: 2.1827754974365234 (2.1827754974365234) | > loss_kl: 2.703380823135376 (2.703380823135376) | > loss_feat: 5.505702495574951 (5.505702495574951) | > loss_mel: 19.86631965637207 (19.86631965637207) | > loss_duration: 2.3639822006225586 (2.3639822006225586) | > loss_1: 32.622161865234375 (32.622161865234375)  --> STEP: 2 | > loss_disc: 2.6348350048065186 (2.509689688682556) | > loss_disc_real_0: 0.1385657638311386 (0.1218285784125328) | > loss_disc_real_1: 0.19687817990779877 (0.16229518502950668) | > loss_disc_real_2: 0.2092105895280838 (0.1928309053182602) | > loss_disc_real_3: 0.20687125623226166 (0.2082303762435913) | > loss_disc_real_4: 0.26403671503067017 (0.2597586661577225) | > loss_disc_real_5: 0.2443547397851944 (0.2495267316699028) | > loss_0: 2.6348350048065186 (2.509689688682556) | > loss_gen: 2.0208046436309814 (2.1017900705337524) | > loss_kl: 2.7045023441314697 (2.703941583633423) | > loss_feat: 5.7973432540893555 (5.651522874832153) | > loss_mel: 18.67486572265625 (19.27059268951416) | > loss_duration: 2.444699764251709 (2.404340982437134) | > loss_1: 31.6422176361084 (32.13218975067139)  --> STEP: 3 | > loss_disc: 2.4654862880706787 (2.49495522181193) | > loss_disc_real_0: 0.13587509095668793 (0.1265107492605845) | > loss_disc_real_1: 0.25172990560531616 (0.19210675855477652) | > loss_disc_real_2: 0.19398356974124908 (0.19321512679258981) | > loss_disc_real_3: 0.13971567153930664 (0.18539214134216309) | > loss_disc_real_4: 0.14689399302005768 (0.22213710844516754) | > loss_disc_real_5: 0.19636249542236328 (0.23180531958738962) | > loss_0: 2.4654862880706787 (2.49495522181193) | > loss_gen: 2.0821549892425537 (2.095245043436686) | > loss_kl: 2.9875197410583496 (2.7984676361083984) | > loss_feat: 7.134774208068848 (6.145939985911052) | > loss_mel: 15.669195175170898 (18.07012685139974) | > loss_duration: 2.282421112060547 (2.363701025644938) | > loss_1: 30.156064987182617 (31.47348149617513)  --> STEP: 4 | > loss_disc: 2.4634501934051514 (2.4870789647102356) | > loss_disc_real_0: 0.16112014651298523 (0.1351630985736847) | > loss_disc_real_1: 0.1688954085111618 (0.18630392104387283) | > loss_disc_real_2: 0.17978127300739288 (0.1898566633462906) | > loss_disc_real_3: 0.1831430345773697 (0.18482986465096474) | > loss_disc_real_4: 0.18643277883529663 (0.2132110260426998) | > loss_disc_real_5: 0.23138195276260376 (0.23169947788119316) | > loss_0: 2.4634501934051514 (2.4870789647102356) | > loss_gen: 2.0958776473999023 (2.0954031944274902) | > loss_kl: 3.390058994293213 (2.946365475654602) | > loss_feat: 6.338971138000488 (6.194197773933411) | > loss_mel: 18.911632537841797 (18.280503273010254) | > loss_duration: 2.3158059120178223 (2.351727247238159) | > loss_1: 33.05234909057617 (31.86819839477539)  --> STEP: 5 | > loss_disc: 2.3073830604553223 (2.451139783859253) | > loss_disc_real_0: 0.18140630424022675 (0.14441173970699311) | > loss_disc_real_1: 0.2172504961490631 (0.1924932360649109) | > loss_disc_real_2: 0.15883316099643707 (0.18365196287631988) | > loss_disc_real_3: 0.16392092406749725 (0.18064807653427123) | > loss_disc_real_4: 0.2279580533504486 (0.21616043150424957) | > loss_disc_real_5: 0.1708410680294037 (0.21952779591083527) | > loss_0: 2.3073830604553223 (2.451139783859253) | > loss_gen: 2.3526129722595215 (2.1468451499938963) | > loss_kl: 2.609294891357422 (2.878951358795166) | > loss_feat: 6.252993583679199 (6.205956935882568) | > loss_mel: 20.3094539642334 (18.686293411254884) | > loss_duration: 2.385326862335205 (2.3584471702575684) | > loss_1: 33.90968322753906 (32.276495361328124)  --> STEP: 6 | > loss_disc: 2.1007471084594727 (2.392741004625956) | > loss_disc_real_0: 0.1270889937877655 (0.14152461538712183) | > loss_disc_real_1: 0.16791898012161255 (0.18839752674102783) | > loss_disc_real_2: 0.18988971412181854 (0.18469158808390299) | > loss_disc_real_3: 0.1659870445728302 (0.1782045712073644) | > loss_disc_real_4: 0.20917396247386932 (0.2149960199991862) | > loss_disc_real_5: 0.19007571041584015 (0.21461911499500275) | > loss_0: 2.1007471084594727 (2.392741004625956) | > loss_gen: 2.505664825439453 (2.2066484292348227) | > loss_kl: 2.371253490447998 (2.794335047403971) | > loss_feat: 7.008436679840088 (6.339703559875488) | > loss_mel: 19.675399780273438 (18.851144472757976) | > loss_duration: 2.125413179397583 (2.3196081717809043) | > loss_1: 33.6861686706543 (32.511440912882485)  --> STEP: 7 | > loss_disc: 2.243769407272339 (2.371459347861154) | > loss_disc_real_0: 0.09794370085000992 (0.1352987704532487) | > loss_disc_real_1: 0.1723228394985199 (0.18610114284924098) | > loss_disc_real_2: 0.1477227658033371 (0.17941032775810786) | > loss_disc_real_3: 0.1691344976425171 (0.17690884641238622) | > loss_disc_real_4: 0.24755442142486572 (0.2196472202028547) | > loss_disc_real_5: 0.21579360961914062 (0.21478689994130815) | > loss_0: 2.243769407272339 (2.371459347861154) | > loss_gen: 2.22996187210083 (2.209978921072824) | > loss_kl: 4.299893856048584 (3.0094148772103444) | > loss_feat: 7.693346977233887 (6.533081190926688) | > loss_mel: 19.006656646728516 (18.87336049761091) | > loss_duration: 2.435059070587158 (2.336101157324655) | > loss_1: 35.6649169921875 (32.96193749564035)  --> STEP: 8 | > loss_disc: 2.3846054077148438 (2.373102605342865) | > loss_disc_real_0: 0.1516973227262497 (0.13734858948737383) | > loss_disc_real_1: 0.12508556246757507 (0.17847419530153275) | > loss_disc_real_2: 0.1389945149421692 (0.17435835115611553) | > loss_disc_real_3: 0.15569183230400085 (0.17425671964883804) | > loss_disc_real_4: 0.2099546194076538 (0.2184356451034546) | > loss_disc_real_5: 0.21018527448177338 (0.2142116967588663) | > loss_0: 2.3846054077148438 (2.373102605342865) | > loss_gen: 2.096534013748169 (2.195798307657242) | > loss_kl: 3.236875057220459 (3.037847399711609) | > loss_feat: 8.934487342834473 (6.833256959915161) | > loss_mel: 17.54905128479004 (18.7078218460083) | > loss_duration: 2.277433395385742 (2.3287676870822906) | > loss_1: 34.094383239746094 (33.103493213653564)  --> STEP: 9 | > loss_disc: 2.3385190963745117 (2.36925999323527) | > loss_disc_real_0: 0.2261294722557068 (0.1472131320171886) | > loss_disc_real_1: 0.23502619564533234 (0.18475775089528826) | > loss_disc_real_2: 0.18210291862487793 (0.1752188586526447) | > loss_disc_real_3: 0.15955500304698944 (0.17262319558196598) | > loss_disc_real_4: 0.2287967950105667 (0.2195868839820226) | > loss_disc_real_5: 0.176433265209198 (0.2100140932533476) | > loss_0: 2.3385190963745117 (2.36925999323527) | > loss_gen: 2.362097978591919 (2.2142760488722057) | > loss_kl: 2.6371593475341797 (2.993326505025228) | > loss_feat: 9.364580154418945 (7.114515092637804) | > loss_mel: 18.65186882019043 (18.70160484313965) | > loss_duration: 2.1100406646728516 (2.304464684592353) | > loss_1: 35.12574768066406 (33.32818815443251)  --> STEP: 10 | > loss_disc: 2.4316859245300293 (2.375502586364746) | > loss_disc_real_0: 0.13370174169540405 (0.14586199298501015) | > loss_disc_real_1: 0.20317663252353668 (0.1865996390581131) | > loss_disc_real_2: 0.1705199033021927 (0.1747489631175995) | > loss_disc_real_3: 0.21768231689929962 (0.17712910771369933) | > loss_disc_real_4: 0.26617830991744995 (0.22424602657556533) | > loss_disc_real_5: 0.23746636509895325 (0.21275932043790818) | > loss_0: 2.4316859245300293 (2.375502586364746) | > loss_gen: 2.1488962173461914 (2.2077380657196044) | > loss_kl: 2.522679328918457 (2.9462617874145507) | > loss_feat: 4.606605052947998 (6.863724088668823) | > loss_mel: 17.49892234802246 (18.58133659362793) | > loss_duration: 2.3257994651794434 (2.306598162651062) | > loss_1: 29.102903366088867 (32.905659675598145)  --> STEP: 11 | > loss_disc: 2.7068333625793457 (2.4056235660206187) | > loss_disc_real_0: 0.12314410507678986 (0.1437967304478992) | > loss_disc_real_1: 0.14817090332508087 (0.18310611762783743) | > loss_disc_real_2: 0.18505942821502686 (0.1756862781264565) | > loss_disc_real_3: 0.2001543939113617 (0.17922231554985046) | > loss_disc_real_4: 0.3154735267162323 (0.23253943567926233) | > loss_disc_real_5: 0.3259522020816803 (0.22304958240552383) | > loss_0: 2.7068333625793457 (2.4056235660206187) | > loss_gen: 2.1404976844787598 (2.2016253037886186) | > loss_kl: 3.023751735687256 (2.9533063281666148) | > loss_feat: 7.977524280548096 (6.9649786515669385) | > loss_mel: 17.505823135375977 (18.483562642877754) | > loss_duration: 2.4527180194854736 (2.319881785999645) | > loss_1: 33.10031509399414 (32.923355622725055)  --> STEP: 12 | > loss_disc: 2.526441812515259 (2.4156917532285056) | > loss_disc_real_0: 0.1240227222442627 (0.1421488964309295) | > loss_disc_real_1: 0.19593565165996552 (0.18417524546384811) | > loss_disc_real_2: 0.16401661932468414 (0.17471380655964217) | > loss_disc_real_3: 0.18481484055519104 (0.1796883593002955) | > loss_disc_real_4: 0.2113524079322815 (0.2307738500336806) | > loss_disc_real_5: 0.2125817984342575 (0.22217726707458496) | > loss_0: 2.526441812515259 (2.4156917532285056) | > loss_gen: 1.8220667839050293 (2.169995427131653) | > loss_kl: 2.4032797813415527 (2.90747078259786) | > loss_feat: 5.170558929443359 (6.815443674723308) | > loss_mel: 17.97816276550293 (18.44144598642985) | > loss_duration: 2.2477774620056152 (2.3138730923334756) | > loss_1: 29.62184715270996 (32.648229916890465)  --> STEP: 13 | > loss_disc: 2.5725584030151367 (2.427758418596708) | > loss_disc_real_0: 0.0857221782207489 (0.137808379645531) | > loss_disc_real_1: 0.16718371212482452 (0.18286820443776938) | > loss_disc_real_2: 0.2292533665895462 (0.17890915733117324) | > loss_disc_real_3: 0.21150511503219604 (0.18213580204890326) | > loss_disc_real_4: 0.2383405864238739 (0.23135590667908007) | > loss_disc_real_5: 0.2216806858778 (0.2221390685209861) | > loss_0: 2.5725584030151367 (2.427758418596708) | > loss_gen: 1.9861249923706055 (2.1558515475346494) | > loss_kl: 3.077122688293457 (2.920520929189829) | > loss_feat: 5.5145440101623535 (6.71537446975708) | > loss_mel: 16.552915573120117 (18.296174416175255) | > loss_duration: 2.232332229614258 (2.3076007182781515) | > loss_1: 29.363039016723633 (32.39552292456994)  --> STEP: 14 | > loss_disc: 2.3770508766174316 (2.424136451312474) | > loss_disc_real_0: 0.165566086769104 (0.13979107301150048) | > loss_disc_real_1: 0.18593057990074158 (0.1830869455422674) | > loss_disc_real_2: 0.20105858147144318 (0.18049125905547822) | > loss_disc_real_3: 0.20927630364894867 (0.18407440930604935) | > loss_disc_real_4: 0.23224608600139618 (0.2314194909163884) | > loss_disc_real_5: 0.20554420351982117 (0.2209537210209029) | > loss_0: 2.3770508766174316 (2.424136451312474) | > loss_gen: 2.4370083808898926 (2.1759341784885953) | > loss_kl: 3.3246877193450928 (2.9493899856294905) | > loss_feat: 7.453261375427246 (6.768080677304949) | > loss_mel: 18.293554306030273 (18.295987265450613) | > loss_duration: 2.3974688053131104 (2.314019867352077) | > loss_1: 33.90597915649414 (32.50341265542166)  --> STEP: 15 | > loss_disc: 2.4800424575805664 (2.427863518397013) | > loss_disc_real_0: 0.261262446641922 (0.14788916458686194) | > loss_disc_real_1: 0.13474467396736145 (0.17986412743727367) | > loss_disc_real_2: 0.2083309292793274 (0.1823472370704015) | > loss_disc_real_3: 0.22676490247249603 (0.18692044218381246) | > loss_disc_real_4: 0.20836560428142548 (0.2298825651407242) | > loss_disc_real_5: 0.21831217408180237 (0.22077761789162953) | > loss_0: 2.4800424575805664 (2.427863518397013) | > loss_gen: 2.284740686416626 (2.1831879456837973) | > loss_kl: 3.5193135738372803 (2.98738489151001) | > loss_feat: 7.035971164703369 (6.78594004313151) | > loss_mel: 17.924814224243164 (18.271242396036783) | > loss_duration: 2.2751975059509277 (2.311431709925334) | > loss_1: 33.040035247802734 (32.53918749491373)  --> STEP: 16 | > loss_disc: 2.53816294670105 (2.4347572326660156) | > loss_disc_real_0: 0.1967066526412964 (0.15094025759026408) | > loss_disc_real_1: 0.2365865409374237 (0.18340927828103304) | > loss_disc_real_2: 0.23713351786136627 (0.1857713796198368) | > loss_disc_real_3: 0.1893215775489807 (0.18707051314413548) | > loss_disc_real_4: 0.13842619955539703 (0.22416654229164124) | > loss_disc_real_5: 0.18223825097084045 (0.21836890745908022) | > loss_0: 2.53816294670105 (2.4347572326660156) | > loss_gen: 2.0955588817596436 (2.1777111291885376) | > loss_kl: 3.022306203842163 (2.9895674735307693) | > loss_feat: 6.685420989990234 (6.779657602310181) | > loss_mel: 17.149152755737305 (18.201111793518066) | > loss_duration: 2.3722052574157715 (2.315230056643486) | > loss_1: 31.324644088745117 (32.4632785320282)  --> STEP: 17 | > loss_disc: 2.2488880157470703 (2.4238237493178425) | > loss_disc_real_0: 0.08906377106904984 (0.14730046426548676) | > loss_disc_real_1: 0.16284462809562683 (0.18219959297600916) | > loss_disc_real_2: 0.22930936515331268 (0.1883324375923942) | > loss_disc_real_3: 0.18692047894001007 (0.18706168760271633) | > loss_disc_real_4: 0.22971759736537933 (0.2244930749430376) | > loss_disc_real_5: 0.2740194499492645 (0.22164246878203223) | > loss_0: 2.2488880157470703 (2.4238237493178425) | > loss_gen: 2.4149603843688965 (2.1916669677285587) | > loss_kl: 2.1703972816467285 (2.9413809916552376) | > loss_feat: 7.710472583770752 (6.834411424749038) | > loss_mel: 17.043380737304688 (18.133009966681986) | > loss_duration: 2.469757080078125 (2.324319881551406) | > loss_1: 31.808969497680664 (32.424789765301874)  --> STEP: 18 | > loss_disc: 2.44589900970459 (2.4250501526726618) | > loss_disc_real_0: 0.1078280508518219 (0.14510755240917206) | > loss_disc_real_1: 0.1535843014717102 (0.18060985455910364) | > loss_disc_real_2: 0.10045082122087479 (0.18345012557175425) | > loss_disc_real_3: 0.1212194561958313 (0.18340378585788938) | > loss_disc_real_4: 0.21099956333637238 (0.22374343540933397) | > loss_disc_real_5: 0.19476255774497986 (0.22014914039108488) | > loss_0: 2.44589900970459 (2.4250501526726618) | > loss_gen: 2.121089220046997 (2.1877459817462497) | > loss_kl: 2.9492909908294678 (2.941820436053806) | > loss_feat: 9.532546043395996 (6.984307792451647) | > loss_mel: 20.039066314697266 (18.238901986016167) | > loss_duration: 2.291761636734009 (2.3225110901726618) | > loss_1: 36.93375778198242 (32.67528798845079)  --> STEP: 19 | > loss_disc: 2.6298861503601074 (2.4358309946562113) | > loss_disc_real_0: 0.22803887724876404 (0.1494723589796769) | > loss_disc_real_1: 0.2031758725643158 (0.18179753971727272) | > loss_disc_real_2: 0.18062345683574677 (0.18330135353301702) | > loss_disc_real_3: 0.16957800090312958 (0.1826761129655336) | > loss_disc_real_4: 0.20525318384170532 (0.22277026427419563) | > loss_disc_real_5: 0.1625261902809143 (0.21711635354318118) | > loss_0: 2.6298861503601074 (2.4358309946562113) | > loss_gen: 1.9776633977890015 (2.1766890036432365) | > loss_kl: 1.9374631643295288 (2.888959527015686) | > loss_feat: 5.480230331420898 (6.90514582081845) | > loss_mel: 15.557037353515625 (18.09775121588456) | > loss_duration: 2.314490556716919 (2.3220889568328857) | > loss_1: 27.26688575744629 (32.39063523945055)  --> STEP: 20 | > loss_disc: 2.313499689102173 (2.4297144293785093) | > loss_disc_real_0: 0.08912602066993713 (0.1464550420641899) | > loss_disc_real_1: 0.14285652339458466 (0.17985048890113833) | > loss_disc_real_2: 0.1783054620027542 (0.18305155895650388) | > loss_disc_real_3: 0.22229865193367004 (0.18465723991394042) | > loss_disc_real_4: 0.24681562185287476 (0.22397253215312957) | > loss_disc_real_5: 0.2665165960788727 (0.21958636566996576) | > loss_0: 2.313499689102173 (2.4297144293785093) | > loss_gen: 2.3033435344696045 (2.183021730184555) | > loss_kl: 2.2773733139038086 (2.858380216360092) | > loss_feat: 7.582554340362549 (6.939016246795655) | > loss_mel: 18.07168960571289 (18.096448135375976) | > loss_duration: 2.326634168624878 (2.322316217422485) | > loss_1: 32.56159591674805 (32.39918327331543)  --> STEP: 21 | > loss_disc: 2.7282230854034424 (2.4439291272844588) | > loss_disc_real_0: 0.11976990848779678 (0.145184321417695) | > loss_disc_real_1: 0.193824902176857 (0.18051593715236303) | > loss_disc_real_2: 0.23609338700771332 (0.18557736029227576) | > loss_disc_real_3: 0.2628580331802368 (0.18838108721233549) | > loss_disc_real_4: 0.2718192934989929 (0.22625094936007545) | > loss_disc_real_5: 0.24114421010017395 (0.22061292969045185) | > loss_0: 2.7282230854034424 (2.4439291272844588) | > loss_gen: 1.8792425394058228 (2.168556054433187) | > loss_kl: 1.9497029781341553 (2.8151098716826666) | > loss_feat: 4.531271934509277 (6.824361755734398) | > loss_mel: 15.3685302734375 (17.96654728480748) | > loss_duration: 2.161581516265869 (2.314662184034075) | > loss_1: 25.890329360961914 (32.08923784891764)  --> STEP: 22 | > loss_disc: 2.270430088043213 (2.4360428073189477) | > loss_disc_real_0: 0.12719476222991943 (0.144366614181887) | > loss_disc_real_1: 0.21282894909381866 (0.18198471042242917) | > loss_disc_real_2: 0.14985616505146027 (0.1839536695995114) | > loss_disc_real_3: 0.17443470656871796 (0.1877471608194438) | > loss_disc_real_4: 0.2576258182525635 (0.22767707976427945) | > loss_disc_real_5: 0.24630731344223022 (0.2217808562246236) | > loss_0: 2.270430088043213 (2.4360428073189477) | > loss_gen: 2.834442615509033 (2.1988236253911797) | > loss_kl: 2.10349702835083 (2.782763833349401) | > loss_feat: 9.753228187561035 (6.957492048090154) | > loss_mel: 18.46026039123535 (17.98898878964511) | > loss_duration: 2.151317834854126 (2.3072374408895318) | > loss_1: 35.3027458190918 (32.235306393016465)  --> STEP: 23 | > loss_disc: 2.6324193477630615 (2.4445809177730395) | > loss_disc_real_0: 0.11213985085487366 (0.1429654505589734) | > loss_disc_real_1: 0.18962740898132324 (0.1823170016641202) | > loss_disc_real_2: 0.2215927541255951 (0.1855901515354281) | > loss_disc_real_3: 0.19403879344463348 (0.18802071006401724) | > loss_disc_real_4: 0.20555086433887482 (0.22671507039795752) | > loss_disc_real_5: 0.23104684054851532 (0.22218372510827106) | > loss_0: 2.6324193477630615 (2.4445809177730395) | > loss_gen: 1.9033938646316528 (2.185978853184244) | > loss_kl: 2.1408021450042725 (2.754852455595265) | > loss_feat: 5.355171203613281 (6.887825924417247) | > loss_mel: 16.491701126098633 (17.923889326012652) | > loss_duration: 2.2635488510131836 (2.3053379369818647) | > loss_1: 28.154617309570312 (32.057885128518805)  --> STEP: 24 | > loss_disc: 2.5010197162628174 (2.44693253437678) | > loss_disc_real_0: 0.11067230254411697 (0.14161990272502104) | > loss_disc_real_1: 0.22673611342906952 (0.18416779798765978) | > loss_disc_real_2: 0.14932532608509064 (0.18407911714166403) | > loss_disc_real_3: 0.2398378700017929 (0.1901797583947579) | > loss_disc_real_4: 0.20306681096553802 (0.22572972625494003) | > loss_disc_real_5: 0.18631047010421753 (0.22068900614976883) | > loss_0: 2.5010197162628174 (2.44693253437678) | > loss_gen: 2.064507484436035 (2.180917546153069) | > loss_kl: 2.321953058242798 (2.7368149807055793) | > loss_feat: 4.828618049621582 (6.802025596300761) | > loss_mel: 18.243473052978516 (17.93720531463623) | > loss_duration: 2.4086151123046875 (2.3096411526203156) | > loss_1: 29.867164611816406 (31.966605106989537)  --> STEP: 25 | > loss_disc: 2.576533555984497 (2.4521165752410887) | > loss_disc_real_0: 0.19498354196548462 (0.1437544482946396) | > loss_disc_real_1: 0.23204964399337769 (0.1860830718278885) | > loss_disc_real_2: 0.19106563925743103 (0.1843585780262947) | > loss_disc_real_3: 0.1929357349872589 (0.19028999745845795) | > loss_disc_real_4: 0.2838321030139923 (0.22805382132530214) | > loss_disc_real_5: 0.26353174448013306 (0.2224027156829834) | > loss_0: 2.576533555984497 (2.4521165752410887) | > loss_gen: 2.2541401386260986 (2.1838464498519903) | > loss_kl: 2.3898260593414307 (2.722935423851013) | > loss_feat: 6.523859024047852 (6.790898933410644) | > loss_mel: 16.402128219604492 (17.87580223083496) | > loss_duration: 2.3734257221221924 (2.3121925354003907) | > loss_1: 29.94338035583496 (31.885676116943355)  --> STEP: 26 | > loss_disc: 2.603041648864746 (2.4579213857650757) | > loss_disc_real_0: 0.1612057089805603 (0.1444256506287135) | > loss_disc_real_1: 0.2116723656654358 (0.18706727543702492) | > loss_disc_real_2: 0.16121673583984375 (0.18346850717296967) | > loss_disc_real_3: 0.17537114024162292 (0.18971619525781044) | > loss_disc_real_4: 0.10422458499670029 (0.22329115838958666) | > loss_disc_real_5: 0.08680785447359085 (0.21718752871339136) | > loss_0: 2.603041648864746 (2.4579213857650757) | > loss_gen: 1.7946021556854248 (2.1688755154609685) | > loss_kl: 2.8171093463897705 (2.7265574977948117) | > loss_feat: 9.084320068359375 (6.879107438600981) | > loss_mel: 21.37398910522461 (18.01034787984995) | > loss_duration: 2.3080055713653564 (2.31203149832212) | > loss_1: 37.37802505493164 (32.09692030686598) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026192298302283655 (+0.00010568362015944254) | > avg_loss_disc: 2.4579213857650757 (+0.0019887227278490016) | > avg_loss_disc_real_0: 0.1444256506287135 (+0.050467745902446626) | > avg_loss_disc_real_1: 0.18706727543702492 (+0.012062275638947129) | > avg_loss_disc_real_2: 0.18346850717296967 (+0.004575214993495197) | > avg_loss_disc_real_3: 0.18971619525781044 (-0.032977749808476536) | > avg_loss_disc_real_4: 0.22329115838958666 (+0.019659648434473903) | > avg_loss_disc_real_5: 0.21718752871339136 (-0.01717721470273459) | > avg_loss_0: 2.4579213857650757 (+0.0019887227278490016) | > avg_loss_gen: 2.1688755154609685 (+0.17028142855717632) | > avg_loss_kl: 2.7265574977948117 (+0.004761113570286746) | > avg_loss_feat: 6.879107438600981 (+0.0034047823685874334) | > avg_loss_mel: 18.01034787984995 (+0.026093152853160717) | > avg_loss_duration: 2.31203149832212 (-0.020619685833270562) | > avg_loss_1: 32.09692030686598 (+0.18392137380746476)  > EPOCH: 527/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:21:46)   --> TIME: 2024-06-11 14:21:53 -- STEP: 14/330 -- GLOBAL_STEP: 261925 | > loss_disc: 2.324349880218506 (2.3476247106279646) | > loss_disc_real_0: 0.10026434063911438 (0.11218769582254547) | > loss_disc_real_1: 0.2550070583820343 (0.21803225896188191) | > loss_disc_real_2: 0.19335216283798218 (0.211313002875873) | > loss_disc_real_3: 0.21551184356212616 (0.21494168788194656) | > loss_disc_real_4: 0.21510857343673706 (0.2224439520921026) | > loss_disc_real_5: 0.2000572830438614 (0.21785081923007965) | > loss_0: 2.324349880218506 (2.3476247106279646) | > grad_norm_0: tensor(10.4885, device='cuda:0') (tensor(12.6237, device='cuda:0')) | > loss_gen: 2.4835596084594727 (2.469589880534581) | > loss_kl: 1.8973828554153442 (1.877928648676191) | > loss_feat: 7.162487506866455 (6.7840439251491) | > loss_mel: 17.42455291748047 (17.948323931012833) | > loss_duration: 2.0451653003692627 (2.1001744866371155) | > loss_1: 31.01314926147461 (31.180060931614467) | > grad_norm_1: tensor(212.3463, device='cuda:0') (tensor(123.6990, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.3496 (0.36653004373822895) | > loader_time: 0.003 (0.0031552485057285856)  --> TIME: 2024-06-11 14:22:02 -- STEP: 39/330 -- GLOBAL_STEP: 261950 | > loss_disc: 2.2094926834106445 (2.348809951390975) | > loss_disc_real_0: 0.08695373684167862 (0.11350932258826035) | > loss_disc_real_1: 0.1677839607000351 (0.20402386402472472) | > loss_disc_real_2: 0.20985659956932068 (0.21233179515753037) | > loss_disc_real_3: 0.1987375020980835 (0.2265313290632688) | > loss_disc_real_4: 0.18129386007785797 (0.22839346757301918) | > loss_disc_real_5: 0.18179844319820404 (0.22195202761735672) | > loss_0: 2.2094926834106445 (2.348809951390975) | > grad_norm_0: tensor(11.1697, device='cuda:0') (tensor(9.8025, device='cuda:0')) | > loss_gen: 2.6001944541931152 (2.505018032514131) | > loss_kl: 1.9081711769104004 (1.8945290706096551) | > loss_feat: 7.684652805328369 (7.018033333313771) | > loss_mel: 18.299325942993164 (17.949652256109776) | > loss_duration: 2.037384271621704 (2.0412691128559604) | > loss_1: 32.52973175048828 (31.4085018940461) | > grad_norm_1: tensor(126.1842, device='cuda:0') (tensor(96.2022, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.3509 (0.36215585317367166) | > loader_time: 0.0032 (0.0033612495813614284)  --> TIME: 2024-06-11 14:22:11 -- STEP: 64/330 -- GLOBAL_STEP: 261975 | > loss_disc: 2.3008275032043457 (2.339358426630497) | > loss_disc_real_0: 0.11570954322814941 (0.10957271850202233) | > loss_disc_real_1: 0.22984066605567932 (0.20255255955271423) | > loss_disc_real_2: 0.23470455408096313 (0.21129627246409655) | > loss_disc_real_3: 0.2089788317680359 (0.22600716562010348) | > loss_disc_real_4: 0.22766073048114777 (0.22796584968455136) | > loss_disc_real_5: 0.1797545701265335 (0.22156388056464493) | > loss_0: 2.3008275032043457 (2.339358426630497) | > grad_norm_0: tensor(12.7559, device='cuda:0') (tensor(9.6377, device='cuda:0')) | > loss_gen: 2.4396870136260986 (2.5108516663312908) | > loss_kl: 1.8386155366897583 (1.9003942552953959) | > loss_feat: 7.214646339416504 (7.106606438755989) | > loss_mel: 18.451976776123047 (17.97968310117721) | > loss_duration: 2.0004401206970215 (2.0217197351157665) | > loss_1: 31.94536590576172 (31.519255250692368) | > grad_norm_1: tensor(219.2054, device='cuda:0') (tensor(96.5008, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.3649 (0.3672236911952496) | > loader_time: 0.0034 (0.003422517329454422)  --> TIME: 2024-06-11 14:22:21 -- STEP: 89/330 -- GLOBAL_STEP: 262000 | > loss_disc: 2.2982192039489746 (2.3415582340754817) | > loss_disc_real_0: 0.09242834895849228 (0.1102744983823112) | > loss_disc_real_1: 0.16711105406284332 (0.20166554461034497) | > loss_disc_real_2: 0.21752698719501495 (0.2113170555133498) | > loss_disc_real_3: 0.21635931730270386 (0.2266676625174083) | > loss_disc_real_4: 0.2232394963502884 (0.2292018129249637) | > loss_disc_real_5: 0.22237494587898254 (0.22153547774539906) | > loss_0: 2.2982192039489746 (2.3415582340754817) | > grad_norm_0: tensor(6.2225, device='cuda:0') (tensor(9.4477, device='cuda:0')) | > loss_gen: 2.5292017459869385 (2.503363526269291) | > loss_kl: 2.004209041595459 (1.9095125747530648) | > loss_feat: 7.0957932472229 (7.067324279399401) | > loss_mel: 18.03270149230957 (17.898391273584252) | > loss_duration: 2.0040268898010254 (2.013851847541466) | > loss_1: 31.665931701660156 (31.392443517620645) | > grad_norm_1: tensor(70.9980, device='cuda:0') (tensor(98.9732, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.3754 (0.3712977130761309) | > loader_time: 0.0045 (0.003548839119043243) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_262000.pth  --> TIME: 2024-06-11 14:22:36 -- STEP: 114/330 -- GLOBAL_STEP: 262025 | > loss_disc: 2.395540237426758 (2.3471635600976777) | > loss_disc_real_0: 0.11857493221759796 (0.11238810897134897) | > loss_disc_real_1: 0.19357529282569885 (0.2009135632399927) | > loss_disc_real_2: 0.21015664935112 (0.21063051555763213) | > loss_disc_real_3: 0.19543908536434174 (0.22802721735155373) | > loss_disc_real_4: 0.24718734622001648 (0.23054644726870352) | > loss_disc_real_5: 0.26166483759880066 (0.22134376278049067) | > loss_0: 2.395540237426758 (2.3471635600976777) | > grad_norm_0: tensor(5.3678, device='cuda:0') (tensor(9.5408, device='cuda:0')) | > loss_gen: 2.3481788635253906 (2.496396225795411) | > loss_kl: 1.9012997150421143 (1.9148362373050891) | > loss_feat: 6.844253063201904 (7.051389802966201) | > loss_mel: 18.17023277282715 (17.843095377871855) | > loss_duration: 2.0354199409484863 (2.0138864130304555) | > loss_1: 31.29938507080078 (31.319604053831938) | > grad_norm_1: tensor(79.1784, device='cuda:0') (tensor(95.8705, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.382 (0.3746908171135084) | > loader_time: 0.0039 (0.0037389512647662245)  --> TIME: 2024-06-11 14:22:46 -- STEP: 139/330 -- GLOBAL_STEP: 262050 | > loss_disc: 2.2473604679107666 (2.3501545319454276) | > loss_disc_real_0: 0.11139799654483795 (0.11406816365264302) | > loss_disc_real_1: 0.1692337542772293 (0.20009645701741144) | > loss_disc_real_2: 0.197543203830719 (0.21057795009595887) | > loss_disc_real_3: 0.21257703006267548 (0.22832378316268648) | > loss_disc_real_4: 0.21186931431293488 (0.23047915294016008) | > loss_disc_real_5: 0.21528112888336182 (0.22120867230051713) | > loss_0: 2.2473604679107666 (2.3501545319454276) | > grad_norm_0: tensor(10.9202, device='cuda:0') (tensor(9.3448, device='cuda:0')) | > loss_gen: 2.497579336166382 (2.486033806697928) | > loss_kl: 1.915296196937561 (1.918132988669032) | > loss_feat: 6.92700719833374 (7.030775612206768) | > loss_mel: 17.20174217224121 (17.8041889959102) | > loss_duration: 2.0901036262512207 (2.0187428666533314) | > loss_1: 30.63172721862793 (31.257874180087082) | > grad_norm_1: tensor(90.1119, device='cuda:0') (tensor(92.3779, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.3709 (0.3753335578836126) | > loader_time: 0.0039 (0.0038045910622576157)  --> TIME: 2024-06-11 14:22:55 -- STEP: 164/330 -- GLOBAL_STEP: 262075 | > loss_disc: 2.3841121196746826 (2.3485423878925604) | > loss_disc_real_0: 0.11998255550861359 (0.11426867521935846) | > loss_disc_real_1: 0.20013278722763062 (0.19975521933378249) | > loss_disc_real_2: 0.2103767693042755 (0.21052524620076504) | > loss_disc_real_3: 0.2431306093931198 (0.22820071948737639) | > loss_disc_real_4: 0.26853078603744507 (0.2300506894726579) | > loss_disc_real_5: 0.23653216660022736 (0.22121936991447355) | > loss_0: 2.3841121196746826 (2.3485423878925604) | > grad_norm_0: tensor(12.1763, device='cuda:0') (tensor(9.8686, device='cuda:0')) | > loss_gen: 2.574042558670044 (2.4869267824219485) | > loss_kl: 1.9948878288269043 (1.9288093811128197) | > loss_feat: 7.309093952178955 (7.054862243373219) | > loss_mel: 17.17215347290039 (17.808110865150997) | > loss_duration: 2.094794511795044 (2.0221509955278245) | > loss_1: 31.144973754882812 (31.30086019562512) | > grad_norm_1: tensor(271.8888, device='cuda:0') (tensor(98.7615, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.3765 (0.37548659051336886) | > loader_time: 0.0048 (0.0039000642008897735)  --> TIME: 2024-06-11 14:23:06 -- STEP: 189/330 -- GLOBAL_STEP: 262100 | > loss_disc: 2.448639392852783 (2.3488265458868924) | > loss_disc_real_0: 0.1090926006436348 (0.11445430315360822) | > loss_disc_real_1: 0.22753413021564484 (0.19945363290410828) | > loss_disc_real_2: 0.2120106965303421 (0.21110921467422808) | > loss_disc_real_3: 0.23348726332187653 (0.22841639942908418) | > loss_disc_real_4: 0.2521245777606964 (0.2295268375879873) | > loss_disc_real_5: 0.23480507731437683 (0.22088009670928674) | > loss_0: 2.448639392852783 (2.3488265458868924) | > grad_norm_0: tensor(15.8810, device='cuda:0') (tensor(11.5310, device='cuda:0')) | > loss_gen: 2.486515522003174 (2.4874108102586523) | > loss_kl: 1.90007483959198 (1.939717421455989) | > loss_feat: 6.465939998626709 (7.059919511199628) | > loss_mel: 17.19289207458496 (17.778193357760305) | > loss_duration: 2.1116645336151123 (2.029341603713059) | > loss_1: 30.157085418701172 (31.294582639421737) | > grad_norm_1: tensor(397.4976, device='cuda:0') (tensor(122.6081, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.4217 (0.37945319231225055) | > loader_time: 0.0052 (0.004055508860835322)  --> TIME: 2024-06-11 14:23:16 -- STEP: 214/330 -- GLOBAL_STEP: 262125 | > loss_disc: 2.287295341491699 (2.351657172229803) | > loss_disc_real_0: 0.07873272895812988 (0.11562085122078936) | > loss_disc_real_1: 0.17732733488082886 (0.19906541419641996) | > loss_disc_real_2: 0.20718742907047272 (0.21177575215000974) | > loss_disc_real_3: 0.27352356910705566 (0.22877486871781755) | > loss_disc_real_4: 0.2344883531332016 (0.22941299583588806) | > loss_disc_real_5: 0.21125748753547668 (0.2213961067740048) | > loss_0: 2.287295341491699 (2.351657172229803) | > grad_norm_0: tensor(10.7566, device='cuda:0') (tensor(13.9401, device='cuda:0')) | > loss_gen: 2.7461133003234863 (2.4946089771306403) | > loss_kl: 1.8802423477172852 (1.9437318227001439) | > loss_feat: 6.914888858795166 (7.0839916411961354) | > loss_mel: 17.966781616210938 (17.75775847925203) | > loss_duration: 2.1359477043151855 (2.0367131840402837) | > loss_1: 31.64397430419922 (31.316804048056916) | > grad_norm_1: tensor(220.1255, device='cuda:0') (tensor(146.5647, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.391 (0.3821868005199966) | > loader_time: 0.0056 (0.004187358874026861)  --> TIME: 2024-06-11 14:23:26 -- STEP: 239/330 -- GLOBAL_STEP: 262150 | > loss_disc: 2.3445215225219727 (2.3534094698758308) | > loss_disc_real_0: 0.17692112922668457 (0.11745692580688948) | > loss_disc_real_1: 0.20910005271434784 (0.19930833590579336) | > loss_disc_real_2: 0.19797202944755554 (0.2113048852612284) | > loss_disc_real_3: 0.23455120623111725 (0.22863564263078462) | > loss_disc_real_4: 0.226681649684906 (0.22898285371489105) | > loss_disc_real_5: 0.2252940684556961 (0.22152733204255043) | > loss_0: 2.3445215225219727 (2.3534094698758308) | > grad_norm_0: tensor(65.7644, device='cuda:0') (tensor(17.7099, device='cuda:0')) | > loss_gen: 2.3879241943359375 (2.497916894976564) | > loss_kl: 1.9119945764541626 (1.9456273721351782) | > loss_feat: 6.557962894439697 (7.073883254158946) | > loss_mel: 17.642852783203125 (17.723472260032235) | > loss_duration: 2.0787110328674316 (2.044857294988433) | > loss_1: 30.579444885253906 (31.285757024916645) | > grad_norm_1: tensor(437.9770, device='cuda:0') (tensor(170.2776, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.4163 (0.38535291879246913) | > loader_time: 0.0055 (0.004308565889941099)  --> TIME: 2024-06-11 14:23:37 -- STEP: 264/330 -- GLOBAL_STEP: 262175 | > loss_disc: 2.3164236545562744 (2.355756864403234) | > loss_disc_real_0: 0.1259106695652008 (0.11841078108233033) | > loss_disc_real_1: 0.20659905672073364 (0.19943538319432377) | > loss_disc_real_2: 0.18750058114528656 (0.21116318835905104) | > loss_disc_real_3: 0.21854738891124725 (0.2287478145550598) | > loss_disc_real_4: 0.22609050571918488 (0.22956095844732993) | > loss_disc_real_5: 0.20527324080467224 (0.22206867271752068) | > loss_0: 2.3164236545562744 (2.355756864403234) | > grad_norm_0: tensor(35.5548, device='cuda:0') (tensor(18.2136, device='cuda:0')) | > loss_gen: 2.412402391433716 (2.4939037326610456) | > loss_kl: 2.1440987586975098 (1.9523350275827176) | > loss_feat: 6.965030193328857 (7.0763058680476565) | > loss_mel: 17.217191696166992 (17.688633839289345) | > loss_duration: 2.1609537601470947 (2.052323200937474) | > loss_1: 30.899677276611328 (31.26350162968491) | > grad_norm_1: tensor(367.5814, device='cuda:0') (tensor(179.6410, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.4338 (0.3894720511002973) | > loader_time: 0.0061 (0.00444131005894054)  --> TIME: 2024-06-11 14:23:49 -- STEP: 289/330 -- GLOBAL_STEP: 262200 | > loss_disc: 2.3461272716522217 (2.359740188790028) | > loss_disc_real_0: 0.12378054112195969 (0.11905022396038972) | > loss_disc_real_1: 0.21191605925559998 (0.2003804688119559) | > loss_disc_real_2: 0.18567626178264618 (0.21171847862355847) | > loss_disc_real_3: 0.2345954328775406 (0.22897049222644225) | > loss_disc_real_4: 0.2663240432739258 (0.2297056341047518) | > loss_disc_real_5: 0.24388675391674042 (0.2220146312639375) | > loss_0: 2.3461272716522217 (2.359740188790028) | > grad_norm_0: tensor(15.7414, device='cuda:0') (tensor(18.3200, device='cuda:0')) | > loss_gen: 2.527557373046875 (2.4887749480541195) | > loss_kl: 1.9434072971343994 (1.9584825632893916) | > loss_feat: 6.951289176940918 (7.069669890156254) | > loss_mel: 16.50643539428711 (17.64342564777519) | > loss_duration: 2.20451021194458 (2.0620536123592554) | > loss_1: 30.133197784423828 (31.222406598523413) | > grad_norm_1: tensor(196.2177, device='cuda:0') (tensor(181.1374, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.4611 (0.39465915455537665) | > loader_time: 0.0058 (0.004588786293478573)  --> TIME: 2024-06-11 14:24:02 -- STEP: 314/330 -- GLOBAL_STEP: 262225 | > loss_disc: 2.357778549194336 (2.3620168714766296) | > loss_disc_real_0: 0.14972831308841705 (0.12013958674517407) | > loss_disc_real_1: 0.19560518860816956 (0.20051085944198505) | > loss_disc_real_2: 0.20657409727573395 (0.2115260924977861) | > loss_disc_real_3: 0.19996857643127441 (0.2290445657767308) | > loss_disc_real_4: 0.21835139393806458 (0.22970683407631648) | > loss_disc_real_5: 0.2219039499759674 (0.22220768879173666) | > loss_0: 2.357778549194336 (2.3620168714766296) | > grad_norm_0: tensor(24.5782, device='cuda:0') (tensor(18.2130, device='cuda:0')) | > loss_gen: 2.535433053970337 (2.4837195417683597) | > loss_kl: 1.9396854639053345 (1.963625350575538) | > loss_feat: 7.850290298461914 (7.07925318760477) | > loss_mel: 18.20736312866211 (17.598659248109072) | > loss_duration: 2.2604050636291504 (2.0745620465582335) | > loss_1: 32.79317855834961 (31.199819340068064) | > grad_norm_1: tensor(282.4510, device='cuda:0') (tensor(179.9577, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.5252 (0.40347232636372743) | > loader_time: 0.0082 (0.004774733713478043)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.476597785949707 (2.476597785949707) | > loss_disc_real_0: 0.1303001195192337 (0.1303001195192337) | > loss_disc_real_1: 0.2554659843444824 (0.2554659843444824) | > loss_disc_real_2: 0.24679042398929596 (0.24679042398929596) | > loss_disc_real_3: 0.287334144115448 (0.287334144115448) | > loss_disc_real_4: 0.28300222754478455 (0.28300222754478455) | > loss_disc_real_5: 0.203145831823349 (0.203145831823349) | > loss_0: 2.476597785949707 (2.476597785949707) | > loss_gen: 2.6145992279052734 (2.6145992279052734) | > loss_kl: 2.1533443927764893 (2.1533443927764893) | > loss_feat: 6.556397438049316 (6.556397438049316) | > loss_mel: 15.18300724029541 (15.18300724029541) | > loss_duration: 3.0429673194885254 (3.0429673194885254) | > loss_1: 29.550315856933594 (29.550315856933594)  --> STEP: 1 | > loss_disc: 2.2429380416870117 (2.2429380416870117) | > loss_disc_real_0: 0.0910971611738205 (0.0910971611738205) | > loss_disc_real_1: 0.1891891360282898 (0.1891891360282898) | > loss_disc_real_2: 0.13740350306034088 (0.13740350306034088) | > loss_disc_real_3: 0.22164420783519745 (0.22164420783519745) | > loss_disc_real_4: 0.2750277519226074 (0.2750277519226074) | > loss_disc_real_5: 0.21976536512374878 (0.21976536512374878) | > loss_0: 2.2429380416870117 (2.2429380416870117) | > loss_gen: 2.5070126056671143 (2.5070126056671143) | > loss_kl: 1.9356809854507446 (1.9356809854507446) | > loss_feat: 6.812577724456787 (6.812577724456787) | > loss_mel: 17.787723541259766 (17.787723541259766) | > loss_duration: 2.4149551391601562 (2.4149551391601562) | > loss_1: 31.457950592041016 (31.457950592041016)  --> STEP: 2 | > loss_disc: 2.629093885421753 (2.4360159635543823) | > loss_disc_real_0: 0.1484612673521042 (0.11977921426296234) | > loss_disc_real_1: 0.251425176858902 (0.2203071564435959) | > loss_disc_real_2: 0.31440800428390503 (0.22590575367212296) | > loss_disc_real_3: 0.29253071546554565 (0.25708746165037155) | > loss_disc_real_4: 0.295869916677475 (0.2854488343000412) | > loss_disc_real_5: 0.2430805116891861 (0.23142293840646744) | > loss_0: 2.629093885421753 (2.4360159635543823) | > loss_gen: 2.5310466289520264 (2.5190296173095703) | > loss_kl: 2.955641984939575 (2.44566148519516) | > loss_feat: 6.013260364532471 (6.412919044494629) | > loss_mel: 18.08241844177246 (17.935070991516113) | > loss_duration: 2.456821918487549 (2.4358885288238525) | > loss_1: 32.039188385009766 (31.74856948852539)  --> STEP: 3 | > loss_disc: 2.2641587257385254 (2.378730217615763) | > loss_disc_real_0: 0.17635412514209747 (0.13863751788934073) | > loss_disc_real_1: 0.1801641583442688 (0.20692615707715353) | > loss_disc_real_2: 0.24395225942134857 (0.2319212555885315) | > loss_disc_real_3: 0.2666001617908478 (0.26025836169719696) | > loss_disc_real_4: 0.2901056110858917 (0.287001093228658) | > loss_disc_real_5: 0.23575112223625183 (0.2328656663497289) | > loss_0: 2.2641587257385254 (2.378730217615763) | > loss_gen: 2.86014461517334 (2.6327346165974936) | > loss_kl: 3.469435453414917 (2.7869194746017456) | > loss_feat: 7.069353103637695 (6.631730397542317) | > loss_mel: 17.432422637939453 (17.767521540323894) | > loss_duration: 2.3269383907318115 (2.3995718161265054) | > loss_1: 33.158294677734375 (32.21847788492838)  --> STEP: 4 | > loss_disc: 2.3305625915527344 (2.366688311100006) | > loss_disc_real_0: 0.13844799995422363 (0.13859013840556145) | > loss_disc_real_1: 0.20922347903251648 (0.20750048756599426) | > loss_disc_real_2: 0.22685067355632782 (0.23065361008048058) | > loss_disc_real_3: 0.28702855110168457 (0.26695090904831886) | > loss_disc_real_4: 0.25939103960990906 (0.2800985798239708) | > loss_disc_real_5: 0.2521127164363861 (0.2376774288713932) | > loss_0: 2.3305625915527344 (2.366688311100006) | > loss_gen: 2.5912270545959473 (2.622357726097107) | > loss_kl: 3.2308812141418457 (2.8979099094867706) | > loss_feat: 5.5309014320373535 (6.356523156166077) | > loss_mel: 18.504899978637695 (17.951866149902344) | > loss_duration: 2.3133552074432373 (2.3780176639556885) | > loss_1: 32.1712646484375 (32.206674575805664)  --> STEP: 5 | > loss_disc: 2.6203746795654297 (2.417425584793091) | > loss_disc_real_0: 0.3235818147659302 (0.1755884736776352) | > loss_disc_real_1: 0.2447586953639984 (0.21495212912559508) | > loss_disc_real_2: 0.2045164406299591 (0.22542617619037628) | > loss_disc_real_3: 0.24354565143585205 (0.2622698575258255) | > loss_disc_real_4: 0.2552700936794281 (0.27513288259506224) | > loss_disc_real_5: 0.2518620491027832 (0.2405143529176712) | > loss_0: 2.6203746795654297 (2.417425584793091) | > loss_gen: 2.4747068881988525 (2.592827558517456) | > loss_kl: 2.636622428894043 (2.8456524133682253) | > loss_feat: 4.634810924530029 (6.0121807098388675) | > loss_mel: 16.22026252746582 (17.605545425415038) | > loss_duration: 2.3619117736816406 (2.374796485900879) | > loss_1: 28.32831382751465 (31.43100242614746)  --> STEP: 6 | > loss_disc: 2.5038962364196777 (2.4318373600641885) | > loss_disc_real_0: 0.19127295911312103 (0.1782025545835495) | > loss_disc_real_1: 0.26049232482910156 (0.22254216174284616) | > loss_disc_real_2: 0.25791460275650024 (0.23084091395139694) | > loss_disc_real_3: 0.26297512650489807 (0.26238740235567093) | > loss_disc_real_4: 0.23442377150058746 (0.2683480307459831) | > loss_disc_real_5: 0.21264365315437317 (0.23586923629045486) | > loss_0: 2.5038962364196777 (2.4318373600641885) | > loss_gen: 2.4428415298461914 (2.567829887072245) | > loss_kl: 2.966904640197754 (2.8658611178398132) | > loss_feat: 6.233903884887695 (6.049134572347005) | > loss_mel: 18.488569259643555 (17.752716064453125) | > loss_duration: 2.140669584274292 (2.3357753356297812) | > loss_1: 32.27288818359375 (31.571316719055176)  --> STEP: 7 | > loss_disc: 2.2708489894866943 (2.408839021410261) | > loss_disc_real_0: 0.13943921029567719 (0.1726649339709963) | > loss_disc_real_1: 0.23070114850997925 (0.22370773128100804) | > loss_disc_real_2: 0.18894712626934052 (0.2248560871396746) | > loss_disc_real_3: 0.2443246841430664 (0.25980701403958456) | > loss_disc_real_4: 0.23887579143047333 (0.2641377108437674) | > loss_disc_real_5: 0.2095063477754593 (0.2321031093597412) | > loss_0: 2.2708489894866943 (2.408839021410261) | > loss_gen: 2.594442844390869 (2.571631738117763) | > loss_kl: 3.673475980758667 (2.9812346696853638) | > loss_feat: 7.838991641998291 (6.304828439440046) | > loss_mel: 17.047199249267578 (17.651927947998047) | > loss_duration: 2.5327439308166504 (2.3639137063707625) | > loss_1: 33.686851501464844 (31.87353597368513)  --> STEP: 8 | > loss_disc: 2.2830119132995605 (2.3931106328964233) | > loss_disc_real_0: 0.17542091012001038 (0.17300943098962307) | > loss_disc_real_1: 0.20032110810279846 (0.22078440338373184) | > loss_disc_real_2: 0.20079989731311798 (0.22184906341135502) | > loss_disc_real_3: 0.2493298053741455 (0.2584973629564047) | > loss_disc_real_4: 0.23022669553756714 (0.2598988339304924) | > loss_disc_real_5: 0.16699159145355225 (0.2239641696214676) | > loss_0: 2.2830119132995605 (2.3931106328964233) | > loss_gen: 2.703320026397705 (2.5880927741527557) | > loss_kl: 2.8894405364990234 (2.9697604030370712) | > loss_feat: 11.318329811096191 (6.931516110897064) | > loss_mel: 21.451295852661133 (18.126848936080933) | > loss_duration: 2.3239171504974365 (2.3589141368865967) | > loss_1: 40.686302185058594 (32.97513175010681)  --> STEP: 9 | > loss_disc: 2.370455265045166 (2.3905933698018393) | > loss_disc_real_0: 0.18989118933677673 (0.17488518191708458) | > loss_disc_real_1: 0.23295442759990692 (0.2221366282966402) | > loss_disc_real_2: 0.211238831281662 (0.22067014873027802) | > loss_disc_real_3: 0.2495076209306717 (0.25749850273132324) | > loss_disc_real_4: 0.25569674372673035 (0.2594319350189633) | > loss_disc_real_5: 0.2775549292564392 (0.22991869846979776) | > loss_0: 2.370455265045166 (2.3905933698018393) | > loss_gen: 2.692854166030884 (2.599732928805881) | > loss_kl: 2.534086227416992 (2.921352161301507) | > loss_feat: 8.646695137023926 (7.1220915582444935) | > loss_mel: 19.52501106262207 (18.282200283474392) | > loss_duration: 2.1722476482391357 (2.338173415925768) | > loss_1: 35.57089614868164 (33.26355001661513)  --> STEP: 10 | > loss_disc: 2.1806228160858154 (2.369596314430237) | > loss_disc_real_0: 0.13166815042495728 (0.17056347876787187) | > loss_disc_real_1: 0.2368718832731247 (0.22361015379428864) | > loss_disc_real_2: 0.24990782141685486 (0.2235939159989357) | > loss_disc_real_3: 0.22112873196601868 (0.2538615256547928) | > loss_disc_real_4: 0.22903341054916382 (0.2563920825719833) | > loss_disc_real_5: 0.20809289813041687 (0.22773611843585967) | > loss_0: 2.1806228160858154 (2.369596314430237) | > loss_gen: 2.715080976486206 (2.6112677335739134) | > loss_kl: 2.5715482234954834 (2.8863717675209046) | > loss_feat: 7.338526248931885 (7.143735027313232) | > loss_mel: 17.739887237548828 (18.227968978881837) | > loss_duration: 2.281316041946411 (2.332487678527832) | > loss_1: 32.646358489990234 (33.20183086395264)  --> STEP: 11 | > loss_disc: 2.3817923069000244 (2.3707050410183994) | > loss_disc_real_0: 0.08587589859962463 (0.16286460784348575) | > loss_disc_real_1: 0.21662062406539917 (0.22297474200075323) | > loss_disc_real_2: 0.19304148852825165 (0.2208164225925099) | > loss_disc_real_3: 0.2307015061378479 (0.2517560693350705) | > loss_disc_real_4: 0.2413317859172821 (0.2550229646942832) | > loss_disc_real_5: 0.2903614640235901 (0.2334293316711079) | > loss_0: 2.3817923069000244 (2.3707050410183994) | > loss_gen: 2.357534885406494 (2.5882011110132392) | > loss_kl: 3.428927183151245 (2.9356949871236626) | > loss_feat: 7.432633399963379 (7.169998515735973) | > loss_mel: 17.019750595092773 (18.118130943991922) | > loss_duration: 2.45642352104187 (2.3437545733018355) | > loss_1: 32.69527053833008 (33.15577992525968)  --> STEP: 12 | > loss_disc: 2.3142786026000977 (2.366002837816874) | > loss_disc_real_0: 0.10953629016876221 (0.15842058137059212) | > loss_disc_real_1: 0.2172020673751831 (0.22249368578195572) | > loss_disc_real_2: 0.24299326539039612 (0.22266449282566705) | > loss_disc_real_3: 0.2373504340648651 (0.25055559972922004) | > loss_disc_real_4: 0.25238510966300964 (0.2548031434416771) | > loss_disc_real_5: 0.20863592624664307 (0.2313632145524025) | > loss_0: 2.3142786026000977 (2.366002837816874) | > loss_gen: 2.299567461013794 (2.5641483068466187) | > loss_kl: 2.6572890281677246 (2.912494490544001) | > loss_feat: 4.922400951385498 (6.982698718706767) | > loss_mel: 16.50539207458496 (17.983736038208008) | > loss_duration: 2.26959228515625 (2.337574382623037) | > loss_1: 28.65424346923828 (32.780651887257896)  --> STEP: 13 | > loss_disc: 2.4219164848327637 (2.370303887587327) | > loss_disc_real_0: 0.1271151900291443 (0.1560124743443269) | > loss_disc_real_1: 0.2639060318470001 (0.2256792508638822) | > loss_disc_real_2: 0.290566086769104 (0.2278876923597776) | > loss_disc_real_3: 0.2959938645362854 (0.25405085086822504) | > loss_disc_real_4: 0.2817416787147522 (0.25687533846268285) | > loss_disc_real_5: 0.1833357810974121 (0.22766879659432632) | > loss_0: 2.4219164848327637 (2.370303887587327) | > loss_gen: 2.5922346115112305 (2.5663087918208194) | > loss_kl: 3.4966487884521484 (2.957429436536936) | > loss_feat: 5.8246917724609375 (6.893621261303242) | > loss_mel: 14.127809524536133 (17.687126306387093) | > loss_duration: 2.2908213138580322 (2.333977992718036) | > loss_1: 28.33220672607422 (32.43846379793607)  --> STEP: 14 | > loss_disc: 2.1635167598724365 (2.355533378464835) | > loss_disc_real_0: 0.12511850893497467 (0.15380576252937317) | > loss_disc_real_1: 0.19484512507915497 (0.22347681330783026) | > loss_disc_real_2: 0.19771498441696167 (0.22573249893529074) | > loss_disc_real_3: 0.2347545474767685 (0.252672543483121) | > loss_disc_real_4: 0.20523278415203094 (0.2531865845833506) | > loss_disc_real_5: 0.13362239301204681 (0.2209511963384492) | > loss_0: 2.1635167598724365 (2.355533378464835) | > loss_gen: 2.6738624572753906 (2.573991196496146) | > loss_kl: 3.286914110183716 (2.9809640560831343) | > loss_feat: 7.612359046936035 (6.9449596745627264) | > loss_mel: 18.961387634277344 (17.77814497266497) | > loss_duration: 2.37615704536438 (2.336990782192775) | > loss_1: 34.91067886352539 (32.61505058833531)  --> STEP: 15 | > loss_disc: 2.626500368118286 (2.373597844441732) | > loss_disc_real_0: 0.19322949647903442 (0.1564340114593506) | > loss_disc_real_1: 0.29576870799064636 (0.22829627295335134) | > loss_disc_real_2: 0.25139787793159485 (0.22744352420171102) | > loss_disc_real_3: 0.23347193002700806 (0.25139250258604684) | > loss_disc_real_4: 0.2276812344789505 (0.2514862279097239) | > loss_disc_real_5: 0.25157442688941956 (0.22299274504184724) | > loss_0: 2.626500368118286 (2.373597844441732) | > loss_gen: 2.2975375652313232 (2.5555609544118245) | > loss_kl: 3.672870397567749 (3.027091145515442) | > loss_feat: 9.118231773376465 (7.089844481150309) | > loss_mel: 17.777956008911133 (17.77813237508138) | > loss_duration: 2.3289294242858887 (2.336453358332316) | > loss_1: 35.195526123046875 (32.787082290649415)  --> STEP: 16 | > loss_disc: 2.5487160682678223 (2.3845427334308624) | > loss_disc_real_0: 0.1629173457622528 (0.15683921985328197) | > loss_disc_real_1: 0.2704448699951172 (0.2309305602684617) | > loss_disc_real_2: 0.2346695512533188 (0.2278951508924365) | > loss_disc_real_3: 0.22377771139144897 (0.2496665781363845) | > loss_disc_real_4: 0.2291068434715271 (0.2500875163823366) | > loss_disc_real_5: 0.23813419044017792 (0.2239390853792429) | > loss_0: 2.5487160682678223 (2.3845427334308624) | > loss_gen: 2.10756778717041 (2.527561381459236) | > loss_kl: 3.2452855110168457 (3.0407282933592796) | > loss_feat: 5.16514778137207 (6.969550937414169) | > loss_mel: 12.066137313842773 (17.421132683753967) | > loss_duration: 2.3462047576904297 (2.337062820792198) | > loss_1: 24.930341720581055 (32.29603600502014)  --> STEP: 17 | > loss_disc: 2.768448829650879 (2.4071254449732162) | > loss_disc_real_0: 0.19352325797080994 (0.15899710444843068) | > loss_disc_real_1: 0.16893653571605682 (0.22728385294184966) | > loss_disc_real_2: 0.27574265003204346 (0.23070970966535456) | > loss_disc_real_3: 0.2339526265859604 (0.24874222804518306) | > loss_disc_real_4: 0.29634109139442444 (0.2528083149124594) | > loss_disc_real_5: 0.3077256977558136 (0.22886770963668823) | > loss_0: 2.768448829650879 (2.4071254449732162) | > loss_gen: 2.270930528640747 (2.5124654489405014) | > loss_kl: 2.5522241592407227 (3.011992756058188) | > loss_feat: 5.641053676605225 (6.891404039719525) | > loss_mel: 17.418752670288086 (17.420992682961856) | > loss_duration: 2.484161376953125 (2.3457156770369587) | > loss_1: 30.367122650146484 (32.18257051355698)  --> STEP: 18 | > loss_disc: 2.124843120574951 (2.3914430936177573) | > loss_disc_real_0: 0.08412407338619232 (0.15483749161163965) | > loss_disc_real_1: 0.23139819502830505 (0.2275124275022083) | > loss_disc_real_2: 0.25128933787345886 (0.23185302234358257) | > loss_disc_real_3: 0.20000487565994263 (0.24603459735711417) | > loss_disc_real_4: 0.25085732340812683 (0.25269992649555206) | > loss_disc_real_5: 0.1760229468345642 (0.22593188948101467) | > loss_0: 2.124843120574951 (2.3914430936177573) | > loss_gen: 2.8240437507629395 (2.5297753545973034) | > loss_kl: 2.8438515663146973 (3.0026515788502164) | > loss_feat: 8.895737648010254 (7.002755906846788) | > loss_mel: 17.52587890625 (17.426819695366753) | > loss_duration: 2.2904133796691895 (2.3426433271831937) | > loss_1: 34.37992477416992 (32.304645750257706)  --> STEP: 19 | > loss_disc: 2.3920931816101074 (2.3914773087752494) | > loss_disc_real_0: 0.09607952833175659 (0.15174496722848793) | > loss_disc_real_1: 0.23285053670406342 (0.2277933806180954) | > loss_disc_real_2: 0.275674432516098 (0.23415941235266233) | > loss_disc_real_3: 0.23748964071273804 (0.24558486279688382) | > loss_disc_real_4: 0.2684526741504669 (0.2535290184773897) | > loss_disc_real_5: 0.24198582768440247 (0.22677683359698245) | > loss_0: 2.3920931816101074 (2.3914773087752494) | > loss_gen: 2.5125174522399902 (2.5288670439469185) | > loss_kl: 2.663459539413452 (2.9847993662482812) | > loss_feat: 5.718818664550781 (6.935180262515419) | > loss_mel: 17.636518478393555 (17.437856473420794) | > loss_duration: 2.3318772315979004 (2.342076690573441) | > loss_1: 30.863191604614258 (32.22877974259226)  --> STEP: 20 | > loss_disc: 2.402434825897217 (2.392025184631348) | > loss_disc_real_0: 0.16138936579227448 (0.15222718715667727) | > loss_disc_real_1: 0.20097559690475464 (0.22645249143242835) | > loss_disc_real_2: 0.2221444845199585 (0.23355866596102715) | > loss_disc_real_3: 0.1664155274629593 (0.2416263960301876) | > loss_disc_real_4: 0.19982194900512695 (0.25084366500377653) | > loss_disc_real_5: 0.15032725036144257 (0.22295435443520545) | > loss_0: 2.402434825897217 (2.392025184631348) | > loss_gen: 2.104757070541382 (2.5076615452766418) | > loss_kl: 2.527529001235962 (2.9619358479976654) | > loss_feat: 6.943701267242432 (6.93560631275177) | > loss_mel: 19.33978843688965 (17.53295307159424) | > loss_duration: 2.3392834663391113 (2.3419370293617243) | > loss_1: 33.255062103271484 (32.28009386062622)  --> STEP: 21 | > loss_disc: 2.3071913719177246 (2.3879854792640325) | > loss_disc_real_0: 0.16296648979187012 (0.15273858252025788) | > loss_disc_real_1: 0.2624368667602539 (0.22816603311470576) | > loss_disc_real_2: 0.14905866980552673 (0.22953485662028902) | > loss_disc_real_3: 0.2874890863895416 (0.24381033366634733) | > loss_disc_real_4: 0.2695809304714203 (0.251735915740331) | > loss_disc_real_5: 0.2218329757452011 (0.22290095544996716) | > loss_0: 2.3071913719177246 (2.3879854792640325) | > loss_gen: 2.4981026649475098 (2.507206360499064) | > loss_kl: 2.915788412094116 (2.9597383510498774) | > loss_feat: 5.857108116149902 (6.884249255770729) | > loss_mel: 16.82426643371582 (17.499206088838122) | > loss_duration: 2.2271437644958496 (2.33647068341573) | > loss_1: 30.322410583496094 (32.186870847429546)  --> STEP: 22 | > loss_disc: 2.4266180992126465 (2.389741507443515) | > loss_disc_real_0: 0.17727205157279968 (0.15385374020446432) | > loss_disc_real_1: 0.25404030084609985 (0.2293421361934055) | > loss_disc_real_2: 0.2076326310634613 (0.2285393009131605) | > loss_disc_real_3: 0.23473221063613892 (0.24339769171042877) | > loss_disc_real_4: 0.2684035301208496 (0.25249353457580914) | > loss_disc_real_5: 0.19710318744182587 (0.22172832963141528) | > loss_0: 2.4266180992126465 (2.389741507443515) | > loss_gen: 2.3699328899383545 (2.5009666572917593) | > loss_kl: 1.8891286849975586 (2.9110742753202263) | > loss_feat: 6.065878391265869 (6.847050580111417) | > loss_mel: 17.298843383789062 (17.490098693154074) | > loss_duration: 2.204333782196045 (2.330464460633017) | > loss_1: 29.82811737060547 (32.07965478030118)  --> STEP: 23 | > loss_disc: 2.3323707580566406 (2.38724712703539) | > loss_disc_real_0: 0.1847543716430664 (0.15519724591918616) | > loss_disc_real_1: 0.22249425947666168 (0.22904440242311228) | > loss_disc_real_2: 0.22223925590515137 (0.22826538591281229) | > loss_disc_real_3: 0.22644229233264923 (0.242660500433134) | > loss_disc_real_4: 0.2522695064544678 (0.25248379422270734) | > loss_disc_real_5: 0.25210678577423096 (0.22304913207240726) | > loss_0: 2.3323707580566406 (2.38724712703539) | > loss_gen: 2.3894925117492676 (2.496119955311651) | > loss_kl: 2.1279613971710205 (2.8770258893137393) | > loss_feat: 5.429299354553223 (6.785409222478452) | > loss_mel: 16.46274757385254 (17.44543125318444) | > loss_duration: 2.2888994216918945 (2.3286572850268814) | > loss_1: 28.69839859008789 (31.932643641596254)  --> STEP: 24 | > loss_disc: 2.562002658843994 (2.3945286075274153) | > loss_disc_real_0: 0.14348186552524567 (0.15470910506943863) | > loss_disc_real_1: 0.3163892924785614 (0.23268377284208933) | > loss_disc_real_2: 0.2965576648712158 (0.23111089753607908) | > loss_disc_real_3: 0.27665892243385315 (0.24407710134983063) | > loss_disc_real_4: 0.273939311504364 (0.253377774109443) | > loss_disc_real_5: 0.2448917031288147 (0.22395923919975758) | > loss_0: 2.562002658843994 (2.3945286075274153) | > loss_gen: 2.6181442737579346 (2.5012043019135795) | > loss_kl: 2.0446255207061768 (2.8423425406217575) | > loss_feat: 5.406818866729736 (6.727967957655589) | > loss_mel: 18.042253494262695 (17.470298846562702) | > loss_duration: 2.4163856506347656 (2.3323126335938764) | > loss_1: 30.528228759765625 (31.874126354853313)  --> STEP: 25 | > loss_disc: 2.568894863128662 (2.401503257751465) | > loss_disc_real_0: 0.15045635402202606 (0.15453899502754212) | > loss_disc_real_1: 0.2479800581932068 (0.23329562425613404) | > loss_disc_real_2: 0.2863377034664154 (0.23331996977329253) | > loss_disc_real_3: 0.27876681089401245 (0.2454646897315979) | > loss_disc_real_4: 0.25071054697036743 (0.25327108502388) | > loss_disc_real_5: 0.24280762672424316 (0.224713174700737) | > loss_0: 2.568894863128662 (2.401503257751465) | > loss_gen: 2.3498785495758057 (2.4951512718200686) | > loss_kl: 2.6448769569396973 (2.8344439172744753) | > loss_feat: 6.4993085861206055 (6.718821582794189) | > loss_mel: 14.109742164611816 (17.33587657928467) | > loss_duration: 2.3532462120056152 (2.333149976730346) | > loss_1: 27.957054138183594 (31.717443466186523)  --> STEP: 26 | > loss_disc: 2.3023433685302734 (2.397689415858342) | > loss_disc_real_0: 0.1500246226787567 (0.1543653653218196) | > loss_disc_real_1: 0.24472416937351227 (0.2337351836837255) | > loss_disc_real_2: 0.12755772471427917 (0.22925219111717665) | > loss_disc_real_3: 0.19012531638145447 (0.24333625229505393) | > loss_disc_real_4: 0.22583834826946259 (0.2522159797640947) | > loss_disc_real_5: 0.20047293603420258 (0.22378085782894722) | > loss_0: 2.3023433685302734 (2.397689415858342) | > loss_gen: 2.2538580894470215 (2.4858707648057203) | > loss_kl: 2.7996068000793457 (2.8331040281515856) | > loss_feat: 9.169599533081055 (6.813082273189838) | > loss_mel: 18.46442985534668 (17.379282474517822) | > loss_duration: 2.3278331756591797 (2.332945484381455) | > loss_1: 35.01532745361328 (31.844285158010628) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026296193783099833 (+1.0389548081617822e-05) | > avg_loss_disc: 2.397689415858342 (-0.06023196990673352) | > avg_loss_disc_real_0: 0.1543653653218196 (+0.009939714693106116) | > avg_loss_disc_real_1: 0.2337351836837255 (+0.046667908246700585) | > avg_loss_disc_real_2: 0.22925219111717665 (+0.04578368394420698) | > avg_loss_disc_real_3: 0.24333625229505393 (+0.053620057037243485) | > avg_loss_disc_real_4: 0.2522159797640947 (+0.028924821374508053) | > avg_loss_disc_real_5: 0.22378085782894722 (+0.0065933291155558515) | > avg_loss_0: 2.397689415858342 (-0.06023196990673352) | > avg_loss_gen: 2.4858707648057203 (+0.3169952493447519) | > avg_loss_kl: 2.8331040281515856 (+0.10654653035677386) | > avg_loss_feat: 6.813082273189838 (-0.06602516541114234) | > avg_loss_mel: 17.379282474517822 (-0.6310654053321265) | > avg_loss_duration: 2.332945484381455 (+0.02091398605933481) | > avg_loss_1: 31.844285158010628 (-0.25263514885535443)  > EPOCH: 528/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:24:32)   --> TIME: 2024-06-11 14:24:37 -- STEP: 9/330 -- GLOBAL_STEP: 262250 | > loss_disc: 2.4314091205596924 (2.3446445200178356) | > loss_disc_real_0: 0.10758958756923676 (0.10200109415584141) | > loss_disc_real_1: 0.17811723053455353 (0.19792634083165062) | > loss_disc_real_2: 0.19220972061157227 (0.20446797211964926) | > loss_disc_real_3: 0.22147293388843536 (0.22946118149492475) | > loss_disc_real_4: 0.25383350253105164 (0.2424524592028724) | > loss_disc_real_5: 0.20537219941616058 (0.22170033223099178) | > loss_0: 2.4314091205596924 (2.3446445200178356) | > grad_norm_0: tensor(9.3886, device='cuda:0') (tensor(9.9177, device='cuda:0')) | > loss_gen: 2.416196346282959 (2.4504679573906794) | > loss_kl: 1.8623324632644653 (2.0120966831843057) | > loss_feat: 6.975378513336182 (6.785549534691705) | > loss_mel: 18.435998916625977 (18.074433008829754) | > loss_duration: 2.0883452892303467 (2.1556290520562067) | > loss_1: 31.77825164794922 (31.47817548116048) | > grad_norm_1: tensor(62.7172, device='cuda:0') (tensor(65.4410, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3504 (0.36614420678880477) | > loader_time: 0.003 (0.0032064649793836805)  --> TIME: 2024-06-11 14:24:46 -- STEP: 34/330 -- GLOBAL_STEP: 262275 | > loss_disc: 2.30058217048645 (2.3398220609216134) | > loss_disc_real_0: 0.12480520457029343 (0.10586697958848056) | > loss_disc_real_1: 0.20666919648647308 (0.19650055029812982) | > loss_disc_real_2: 0.2030334770679474 (0.2097703170250444) | > loss_disc_real_3: 0.22834420204162598 (0.22763724493629792) | > loss_disc_real_4: 0.21381400525569916 (0.2335922047495842) | > loss_disc_real_5: 0.193818598985672 (0.22301060837857864) | > loss_0: 2.30058217048645 (2.3398220609216134) | > grad_norm_0: tensor(12.7570, device='cuda:0') (tensor(11.7401, device='cuda:0')) | > loss_gen: 2.5468223094940186 (2.485021429903367) | > loss_kl: 2.2385995388031006 (1.9479960448601668) | > loss_feat: 7.543021202087402 (6.881990320542279) | > loss_mel: 18.06964874267578 (17.792406530941236) | > loss_duration: 2.0493459701538086 (2.0526296671699074) | > loss_1: 32.44743728637695 (31.160043660332175) | > grad_norm_1: tensor(257.5687, device='cuda:0') (tensor(115.8204, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3655 (0.36172042173497815) | > loader_time: 0.0034 (0.0032521766774794634)  --> TIME: 2024-06-11 14:24:55 -- STEP: 59/330 -- GLOBAL_STEP: 262300 | > loss_disc: 2.338404655456543 (2.335829015505517) | > loss_disc_real_0: 0.08689144998788834 (0.10636017812510669) | > loss_disc_real_1: 0.21527881920337677 (0.19644422753382537) | > loss_disc_real_2: 0.1864900439977646 (0.20889809778181173) | > loss_disc_real_3: 0.22835016250610352 (0.22926976645396926) | > loss_disc_real_4: 0.21308748424053192 (0.2317976539922973) | > loss_disc_real_5: 0.21785575151443481 (0.22306392783835782) | > loss_0: 2.338404655456543 (2.335829015505517) | > grad_norm_0: tensor(22.8698, device='cuda:0') (tensor(13.1918, device='cuda:0')) | > loss_gen: 2.478511095046997 (2.4913736844466903) | > loss_kl: 1.9188556671142578 (1.960804385653997) | > loss_feat: 7.7810444831848145 (6.990679377216404) | > loss_mel: 16.75336456298828 (17.75689125061036) | > loss_duration: 1.970134973526001 (2.026913543878976) | > loss_1: 30.90191078186035 (31.22666203773628) | > grad_norm_1: tensor(327.3232, device='cuda:0') (tensor(141.7984, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3654 (0.364704047219228) | > loader_time: 0.0034 (0.0033780437404826538)  --> TIME: 2024-06-11 14:25:05 -- STEP: 84/330 -- GLOBAL_STEP: 262325 | > loss_disc: 2.536379814147949 (2.3492821171170197) | > loss_disc_real_0: 0.14133776724338531 (0.11027763269486882) | > loss_disc_real_1: 0.20462195575237274 (0.19745403723347746) | > loss_disc_real_2: 0.20197494328022003 (0.21119558296742894) | > loss_disc_real_3: 0.2376871258020401 (0.22897708682077272) | > loss_disc_real_4: 0.2539246380329132 (0.23199618448104178) | > loss_disc_real_5: 0.23511286079883575 (0.22191992082766124) | > loss_0: 2.536379814147949 (2.3492821171170197) | > grad_norm_0: tensor(30.1204, device='cuda:0') (tensor(15.4052, device='cuda:0')) | > loss_gen: 2.2925617694854736 (2.4881485047794514) | > loss_kl: 1.9870715141296387 (1.9668912915956407) | > loss_feat: 6.172983646392822 (6.998624222619193) | > loss_mel: 17.10194969177246 (17.74082803726197) | > loss_duration: 2.0845015048980713 (2.0168852919623967) | > loss_1: 29.639068603515625 (31.211377166566393) | > grad_norm_1: tensor(174.8400, device='cuda:0') (tensor(179.8284, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3697 (0.36678273337227957) | > loader_time: 0.0047 (0.0034977453095572336)  --> TIME: 2024-06-11 14:25:15 -- STEP: 109/330 -- GLOBAL_STEP: 262350 | > loss_disc: 2.3874690532684326 (2.3458243291312413) | > loss_disc_real_0: 0.07209808379411697 (0.11054246366844264) | > loss_disc_real_1: 0.21148446202278137 (0.19766435874711477) | > loss_disc_real_2: 0.23697255551815033 (0.21131154662425364) | > loss_disc_real_3: 0.22242408990859985 (0.22861435968394672) | > loss_disc_real_4: 0.21989569067955017 (0.23021106121190096) | > loss_disc_real_5: 0.21747782826423645 (0.2221634602601375) | > loss_0: 2.3874690532684326 (2.3458243291312413) | > grad_norm_0: tensor(26.5793, device='cuda:0') (tensor(18.8026, device='cuda:0')) | > loss_gen: 2.3908064365386963 (2.502985129662609) | > loss_kl: 1.872559666633606 (1.9646478027378746) | > loss_feat: 6.6164960861206055 (7.037799647095007) | > loss_mel: 17.210111618041992 (17.756565391470538) | > loss_duration: 1.9758861064910889 (2.0168767511297814) | > loss_1: 30.065858840942383 (31.278874493520195) | > grad_norm_1: tensor(331.2482, device='cuda:0') (tensor(211.8057, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3607 (0.3692048799007311) | > loader_time: 0.0044 (0.0036086095582454577)  --> TIME: 2024-06-11 14:25:24 -- STEP: 134/330 -- GLOBAL_STEP: 262375 | > loss_disc: 2.4294514656066895 (2.3469702734876043) | > loss_disc_real_0: 0.13401491940021515 (0.11170673659488337) | > loss_disc_real_1: 0.18190163373947144 (0.1981715832406015) | > loss_disc_real_2: 0.23171456158161163 (0.2107856939755269) | > loss_disc_real_3: 0.22888562083244324 (0.2288373649787547) | > loss_disc_real_4: 0.21294468641281128 (0.2294880057226366) | > loss_disc_real_5: 0.21315300464630127 (0.22102066885624358) | > loss_0: 2.4294514656066895 (2.3469702734876043) | > grad_norm_0: tensor(7.3372, device='cuda:0') (tensor(19.5249, device='cuda:0')) | > loss_gen: 2.5031394958496094 (2.5059878897311076) | > loss_kl: 2.0670602321624756 (1.9651258712384239) | > loss_feat: 7.47381067276001 (7.0573594463405325) | > loss_mel: 18.068668365478516 (17.78197032302173) | > loss_duration: 2.04443097114563 (2.019158420278066) | > loss_1: 32.157108306884766 (31.32960175756198) | > grad_norm_1: tensor(255.3150, device='cuda:0') (tensor(223.6543, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3744 (0.37111906151273355) | > loader_time: 0.0039 (0.003732925030722547)  --> TIME: 2024-06-11 14:25:34 -- STEP: 159/330 -- GLOBAL_STEP: 262400 | > loss_disc: 2.360748767852783 (2.35211451848348) | > loss_disc_real_0: 0.07989580184221268 (0.1130439172844467) | > loss_disc_real_1: 0.189809650182724 (0.1982792020781234) | > loss_disc_real_2: 0.2487453818321228 (0.21163603616585522) | > loss_disc_real_3: 0.24750067293643951 (0.22887849207944092) | > loss_disc_real_4: 0.23681911826133728 (0.22976468887718968) | > loss_disc_real_5: 0.21363291144371033 (0.2214003027235187) | > loss_0: 2.360748767852783 (2.35211451848348) | > grad_norm_0: tensor(32.1761, device='cuda:0') (tensor(21.0007, device='cuda:0')) | > loss_gen: 2.5932629108428955 (2.503833091483925) | > loss_kl: 2.033043384552002 (1.9733650227012873) | > loss_feat: 6.994971752166748 (7.06971496606023) | > loss_mel: 17.439823150634766 (17.776755638842324) | > loss_duration: 2.0232126712799072 (2.0217282307222963) | > loss_1: 31.084314346313477 (31.345396785616124) | > grad_norm_1: tensor(365.6082, device='cuda:0') (tensor(236.6418, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3628 (0.373396375644132) | > loader_time: 0.0044 (0.0038475870336376647)  --> TIME: 2024-06-11 14:25:44 -- STEP: 184/330 -- GLOBAL_STEP: 262425 | > loss_disc: 2.3881301879882812 (2.357056082590766) | > loss_disc_real_0: 0.18151767551898956 (0.11479975979613222) | > loss_disc_real_1: 0.2346629947423935 (0.19804709890614378) | > loss_disc_real_2: 0.23707890510559082 (0.21189751289784908) | > loss_disc_real_3: 0.24064786732196808 (0.2297827296120965) | > loss_disc_real_4: 0.2586279511451721 (0.23064317594727743) | > loss_disc_real_5: 0.2178693562746048 (0.2216063417170359) | > loss_0: 2.3881301879882812 (2.357056082590766) | > grad_norm_0: tensor(54.2501, device='cuda:0') (tensor(22.7216, device='cuda:0')) | > loss_gen: 2.4013583660125732 (2.501655485319054) | > loss_kl: 1.981566071510315 (1.9740489812000939) | > loss_feat: 5.996942043304443 (7.0533363689547) | > loss_mel: 16.873409271240234 (17.71876645088196) | > loss_duration: 2.0608558654785156 (2.0281545772500693) | > loss_1: 29.314130783081055 (31.2759617411572) | > grad_norm_1: tensor(210.5574, device='cuda:0') (tensor(245.7643, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.3821 (0.3759709000587463) | > loader_time: 0.0044 (0.003950790218684985)  --> TIME: 2024-06-11 14:25:54 -- STEP: 209/330 -- GLOBAL_STEP: 262450 | > loss_disc: 2.3775081634521484 (2.358209474235059) | > loss_disc_real_0: 0.1470489799976349 (0.11517256653408685) | > loss_disc_real_1: 0.18427078425884247 (0.19766930480037573) | > loss_disc_real_2: 0.21440596878528595 (0.212392551548173) | > loss_disc_real_3: 0.22760148346424103 (0.22980760950506018) | > loss_disc_real_4: 0.24864904582500458 (0.2301486294235339) | > loss_disc_real_5: 0.21103481948375702 (0.22189641433754606) | > loss_0: 2.3775081634521484 (2.358209474235059) | > grad_norm_0: tensor(46.9562, device='cuda:0') (tensor(23.8224, device='cuda:0')) | > loss_gen: 2.565930128097534 (2.501868770453348) | > loss_kl: 2.0749144554138184 (1.9746895127319264) | > loss_feat: 6.752884387969971 (7.0582224193372225) | > loss_mel: 18.250093460083008 (17.690845626393006) | > loss_duration: 2.099735975265503 (2.0356358688984226) | > loss_1: 31.74355697631836 (31.261262108834735) | > grad_norm_1: tensor(194.9620, device='cuda:0') (tensor(258.4294, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.4099 (0.3795691346437736) | > loader_time: 0.0063 (0.004085076482672441)  --> TIME: 2024-06-11 14:26:05 -- STEP: 234/330 -- GLOBAL_STEP: 262475 | > loss_disc: 2.326019763946533 (2.3580779051169363) | > loss_disc_real_0: 0.14638496935367584 (0.11612884501297759) | > loss_disc_real_1: 0.1987035870552063 (0.19758521198716933) | > loss_disc_real_2: 0.2181367427110672 (0.2128463477278367) | > loss_disc_real_3: 0.2100096493959427 (0.2294006116497211) | > loss_disc_real_4: 0.2257804274559021 (0.23018350121047762) | > loss_disc_real_5: 0.21447913348674774 (0.22184642627198473) | > loss_0: 2.326019763946533 (2.3580779051169363) | > grad_norm_0: tensor(49.0442, device='cuda:0') (tensor(25.9688, device='cuda:0')) | > loss_gen: 2.466867685317993 (2.5037017897662954) | > loss_kl: 2.0195817947387695 (1.9759018818537395) | > loss_feat: 6.956727504730225 (7.055290458548782) | > loss_mel: 17.865488052368164 (17.66292866274841) | > loss_duration: 2.0916757583618164 (2.043575157976561) | > loss_1: 31.400341033935547 (31.241397865817078) | > grad_norm_1: tensor(530.7891, device='cuda:0') (tensor(271.8873, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.4098 (0.3821972231579641) | > loader_time: 0.0053 (0.004219574806017757)  --> TIME: 2024-06-11 14:26:16 -- STEP: 259/330 -- GLOBAL_STEP: 262500 | > loss_disc: 2.2500038146972656 (2.3567110700496827) | > loss_disc_real_0: 0.06962220370769501 (0.1165094109662021) | > loss_disc_real_1: 0.21858492493629456 (0.19800232598220055) | > loss_disc_real_2: 0.2341107875108719 (0.21285061624519613) | > loss_disc_real_3: 0.21891771256923676 (0.22963295468492398) | > loss_disc_real_4: 0.1922919899225235 (0.22960846781960786) | > loss_disc_real_5: 0.17181642353534698 (0.22131216917258892) | > loss_0: 2.2500038146972656 (2.3567110700496827) | > grad_norm_0: tensor(30.1050, device='cuda:0') (tensor(27.5896, device='cuda:0')) | > loss_gen: 2.452414035797119 (2.506018302615545) | > loss_kl: 2.0283336639404297 (1.9782870837620325) | > loss_feat: 7.674394607543945 (7.074184369856787) | > loss_mel: 17.67484474182129 (17.64920250881592) | > loss_duration: 2.1283059120178223 (2.050769677493565) | > loss_1: 31.95829200744629 (31.258461845427405) | > grad_norm_1: tensor(500.4070, device='cuda:0') (tensor(284.5313, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.4384 (0.3860173160965378) | > loader_time: 0.0056 (0.0043878656556707585) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_262500.pth  --> TIME: 2024-06-11 14:26:32 -- STEP: 284/330 -- GLOBAL_STEP: 262525 | > loss_disc: 2.370060682296753 (2.358930019425674) | > loss_disc_real_0: 0.06266091018915176 (0.1175451541949116) | > loss_disc_real_1: 0.2113596647977829 (0.1987198251233973) | > loss_disc_real_2: 0.22745563089847565 (0.21292618310577435) | > loss_disc_real_3: 0.22975410521030426 (0.2296879373385873) | > loss_disc_real_4: 0.2095082551240921 (0.22892400601380308) | > loss_disc_real_5: 0.22704803943634033 (0.221470501483746) | > loss_0: 2.370060682296753 (2.358930019425674) | > grad_norm_0: tensor(47.3031, device='cuda:0') (tensor(29.4592, device='cuda:0')) | > loss_gen: 2.4854273796081543 (2.50587208422137) | > loss_kl: 1.910067081451416 (1.9815751742309249) | > loss_feat: 7.122321605682373 (7.078050505947059) | > loss_mel: 16.289379119873047 (17.602661079084367) | > loss_duration: 2.1687374114990234 (2.05996190788041) | > loss_1: 29.975933074951172 (31.228120642648616) | > grad_norm_1: tensor(663.1326, device='cuda:0') (tensor(296.6021, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.4529 (0.39148967450773203) | > loader_time: 0.0065 (0.004574719449164167)  --> TIME: 2024-06-11 14:26:44 -- STEP: 309/330 -- GLOBAL_STEP: 262550 | > loss_disc: 2.4008028507232666 (2.361910201970813) | > loss_disc_real_0: 0.1342204362154007 (0.1186531737422673) | > loss_disc_real_1: 0.18592700362205505 (0.1989249904854012) | > loss_disc_real_2: 0.21925407648086548 (0.21283250029611742) | > loss_disc_real_3: 0.23537825047969818 (0.22957450368450688) | > loss_disc_real_4: 0.24575254321098328 (0.22854336691134183) | > loss_disc_real_5: 0.2303847223520279 (0.22157253315340739) | > loss_0: 2.4008028507232666 (2.361910201970813) | > grad_norm_0: tensor(26.0550, device='cuda:0') (tensor(29.9316, device='cuda:0')) | > loss_gen: 2.387983560562134 (2.499826071717592) | > loss_kl: 1.9024765491485596 (1.9866523260437554) | > loss_feat: 6.802818775177002 (7.071173178725258) | > loss_mel: 16.28827667236328 (17.547729695884925) | > loss_duration: 2.246046781539917 (2.071417534235614) | > loss_1: 29.627601623535156 (31.176798706301593) | > grad_norm_1: tensor(347.7627, device='cuda:0') (tensor(300.3562, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.4957 (0.39843788424741855) | > loader_time: 0.0075 (0.004776391396630547)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4806368350982666 (2.4806368350982666) | > loss_disc_real_0: 0.08869658410549164 (0.08869658410549164) | > loss_disc_real_1: 0.24932995438575745 (0.24932995438575745) | > loss_disc_real_2: 0.20916128158569336 (0.20916128158569336) | > loss_disc_real_3: 0.22299984097480774 (0.22299984097480774) | > loss_disc_real_4: 0.2292710691690445 (0.2292710691690445) | > loss_disc_real_5: 0.1822151094675064 (0.1822151094675064) | > loss_0: 2.4806368350982666 (2.4806368350982666) | > loss_gen: 2.1148929595947266 (2.1148929595947266) | > loss_kl: 2.699453592300415 (2.699453592300415) | > loss_feat: 6.477283477783203 (6.477283477783203) | > loss_mel: 16.750282287597656 (16.750282287597656) | > loss_duration: 2.864367961883545 (2.864367961883545) | > loss_1: 30.906280517578125 (30.906280517578125)  --> STEP: 1 | > loss_disc: 2.308340549468994 (2.308340549468994) | > loss_disc_real_0: 0.06295809149742126 (0.06295809149742126) | > loss_disc_real_1: 0.1952076405286789 (0.1952076405286789) | > loss_disc_real_2: 0.1645582914352417 (0.1645582914352417) | > loss_disc_real_3: 0.2028161585330963 (0.2028161585330963) | > loss_disc_real_4: 0.20101606845855713 (0.20101606845855713) | > loss_disc_real_5: 0.14417371153831482 (0.14417371153831482) | > loss_0: 2.308340549468994 (2.308340549468994) | > loss_gen: 2.0433504581451416 (2.0433504581451416) | > loss_kl: 2.571662187576294 (2.571662187576294) | > loss_feat: 6.272606372833252 (6.272606372833252) | > loss_mel: 15.778826713562012 (15.778826713562012) | > loss_duration: 2.4418516159057617 (2.4418516159057617) | > loss_1: 29.108299255371094 (29.108299255371094)  --> STEP: 2 | > loss_disc: 2.5219593048095703 (2.4151499271392822) | > loss_disc_real_0: 0.09904111921787262 (0.08099960535764694) | > loss_disc_real_1: 0.25343337655067444 (0.22432050853967667) | > loss_disc_real_2: 0.23477502167224884 (0.19966665655374527) | > loss_disc_real_3: 0.2394098937511444 (0.22111302614212036) | > loss_disc_real_4: 0.2550685405731201 (0.22804230451583862) | > loss_disc_real_5: 0.2136293202638626 (0.17890151590108871) | > loss_0: 2.5219593048095703 (2.4151499271392822) | > loss_gen: 2.1445186138153076 (2.0939345359802246) | > loss_kl: 2.715961456298828 (2.643811821937561) | > loss_feat: 5.330620288848877 (5.8016133308410645) | > loss_mel: 18.053142547607422 (16.915984630584717) | > loss_duration: 2.4013476371765137 (2.4215996265411377) | > loss_1: 30.64558982849121 (29.876944541931152)  --> STEP: 3 | > loss_disc: 2.3747034072875977 (2.401667753855387) | > loss_disc_real_0: 0.1666581928730011 (0.109552467862765) | > loss_disc_real_1: 0.15718628466129303 (0.2019424339135488) | > loss_disc_real_2: 0.1796567291021347 (0.19299668073654175) | > loss_disc_real_3: 0.23020176589488983 (0.22414260605971018) | > loss_disc_real_4: 0.30361422896385193 (0.2532329459985097) | > loss_disc_real_5: 0.23256048560142517 (0.1967878391345342) | > loss_0: 2.3747034072875977 (2.401667753855387) | > loss_gen: 2.296865940093994 (2.161578337351481) | > loss_kl: 2.7495293617248535 (2.6790510018666587) | > loss_feat: 5.474740028381348 (5.692655563354492) | > loss_mel: 18.028697967529297 (17.28688907623291) | > loss_duration: 2.3820886611938477 (2.4084293047587075) | > loss_1: 30.931922912597656 (30.228603998819988)  --> STEP: 4 | > loss_disc: 2.4181253910064697 (2.405782163143158) | > loss_disc_real_0: 0.12501326203346252 (0.11341766640543938) | > loss_disc_real_1: 0.24493880569934845 (0.2126915268599987) | > loss_disc_real_2: 0.2109474539756775 (0.19748437404632568) | > loss_disc_real_3: 0.24075336754322052 (0.22829529643058777) | > loss_disc_real_4: 0.22504371404647827 (0.24618563801050186) | > loss_disc_real_5: 0.23948289453983307 (0.20746160298585892) | > loss_0: 2.4181253910064697 (2.405782163143158) | > loss_gen: 2.3817338943481445 (2.216617226600647) | > loss_kl: 3.7650821208953857 (2.9505587816238403) | > loss_feat: 6.517378330230713 (5.898836255073547) | > loss_mel: 18.221323013305664 (17.5204975605011) | > loss_duration: 2.363086700439453 (2.397093653678894) | > loss_1: 33.24860382080078 (30.983603954315186)  --> STEP: 5 | > loss_disc: 2.239025592803955 (2.372430849075317) | > loss_disc_real_0: 0.045078158378601074 (0.09974976480007172) | > loss_disc_real_1: 0.2036902904510498 (0.2108912795782089) | > loss_disc_real_2: 0.23960787057876587 (0.20590907335281372) | > loss_disc_real_3: 0.2760713994503021 (0.23785051703453064) | > loss_disc_real_4: 0.2400548756122589 (0.24495948553085328) | > loss_disc_real_5: 0.21389371156692505 (0.20874802470207215) | > loss_0: 2.239025592803955 (2.372430849075317) | > loss_gen: 2.4213364124298096 (2.2575610637664796) | > loss_kl: 2.757020950317383 (2.9118512153625487) | > loss_feat: 5.780584335327148 (5.875185871124268) | > loss_mel: 19.742881774902344 (17.964974403381348) | > loss_duration: 2.4236321449279785 (2.402401351928711) | > loss_1: 33.125457763671875 (31.411974716186524)  --> STEP: 6 | > loss_disc: 2.5578696727752686 (2.403337319691976) | > loss_disc_real_0: 0.08415920287370682 (0.09715133781234424) | > loss_disc_real_1: 0.23349973559379578 (0.21465935558080673) | > loss_disc_real_2: 0.18803170323371887 (0.2029295116662979) | > loss_disc_real_3: 0.23849458992481232 (0.23795786251624426) | > loss_disc_real_4: 0.2036774456501007 (0.23807914555072784) | > loss_disc_real_5: 0.217726469039917 (0.21024443209171295) | > loss_0: 2.5578696727752686 (2.403337319691976) | > loss_gen: 1.9814151525497437 (2.2115367452303567) | > loss_kl: 2.539419174194336 (2.84977920850118) | > loss_feat: 5.550840854644775 (5.8211283683776855) | > loss_mel: 18.380916595458984 (18.034298102060955) | > loss_duration: 2.2140212059020996 (2.371004660924276) | > loss_1: 30.66661262512207 (31.287747701009113)  --> STEP: 7 | > loss_disc: 2.381781578063965 (2.4002579280308316) | > loss_disc_real_0: 0.036897193640470505 (0.08854360293064799) | > loss_disc_real_1: 0.18125148117542267 (0.20988680209432328) | > loss_disc_real_2: 0.23326142132282257 (0.20726264161723001) | > loss_disc_real_3: 0.21192100644111633 (0.23423831164836884) | > loss_disc_real_4: 0.16773049533367157 (0.22802933837686265) | > loss_disc_real_5: 0.1734360307455063 (0.20498608904225485) | > loss_0: 2.381781578063965 (2.4002579280308316) | > loss_gen: 1.996660828590393 (2.180840185710362) | > loss_kl: 3.52034854888916 (2.9455748285566057) | > loss_feat: 7.217423915863037 (6.020599160875593) | > loss_mel: 18.124652862548828 (18.047205924987793) | > loss_duration: 2.553603172302246 (2.3970901625497) | > loss_1: 33.412689208984375 (31.59131077357701)  --> STEP: 8 | > loss_disc: 2.3207685947418213 (2.390321761369705) | > loss_disc_real_0: 0.141365647315979 (0.09514635847881436) | > loss_disc_real_1: 0.18693561851978302 (0.20701790414750576) | > loss_disc_real_2: 0.1684676557779312 (0.20241326838731766) | > loss_disc_real_3: 0.21867001056671143 (0.23229227401316166) | > loss_disc_real_4: 0.16730813682079315 (0.22043918818235397) | > loss_disc_real_5: 0.1715824455022812 (0.20081063359975815) | > loss_0: 2.3207685947418213 (2.390321761369705) | > loss_gen: 2.17917537689209 (2.180632084608078) | > loss_kl: 2.89424991607666 (2.9391592144966125) | > loss_feat: 9.047476768493652 (6.39895886182785) | > loss_mel: 19.286924362182617 (18.202170729637146) | > loss_duration: 2.3308465480804443 (2.388809710741043) | > loss_1: 35.738670349121094 (32.10973072052002)  --> STEP: 9 | > loss_disc: 2.4520416259765625 (2.3971795241038003) | > loss_disc_real_0: 0.10098438709974289 (0.0957950283255842) | > loss_disc_real_1: 0.1769856959581375 (0.20368099212646484) | > loss_disc_real_2: 0.22715632617473602 (0.20516249703036415) | > loss_disc_real_3: 0.28314298391342163 (0.23794235289096832) | > loss_disc_real_4: 0.23205532133579254 (0.22172986964384714) | > loss_disc_real_5: 0.21556690335273743 (0.20245021912786695) | > loss_0: 2.4520416259765625 (2.3971795241038003) | > loss_gen: 2.3980376720428467 (2.204788260989719) | > loss_kl: 2.607142686843872 (2.9022684892018638) | > loss_feat: 7.410980701446533 (6.511405732896593) | > loss_mel: 18.89918327331543 (18.279616567823624) | > loss_duration: 2.154745578765869 (2.362802584966024) | > loss_1: 33.470088958740234 (32.26088163587782)  --> STEP: 10 | > loss_disc: 2.3459603786468506 (2.3920576095581056) | > loss_disc_real_0: 0.11789611726999283 (0.09800513722002506) | > loss_disc_real_1: 0.2424570769071579 (0.20755860060453415) | > loss_disc_real_2: 0.19370430707931519 (0.20401667803525925) | > loss_disc_real_3: 0.26354846358299255 (0.24050296396017073) | > loss_disc_real_4: 0.15590348839759827 (0.21514723151922227) | > loss_disc_real_5: 0.21317464113235474 (0.20352266132831573) | > loss_0: 2.3459603786468506 (2.3920576095581056) | > loss_gen: 2.4118239879608154 (2.225491833686829) | > loss_kl: 2.9744224548339844 (2.9094838857650758) | > loss_feat: 7.51675271987915 (6.6119404315948485) | > loss_mel: 18.34921646118164 (18.286576557159425) | > loss_duration: 2.358525276184082 (2.3623748540878298) | > loss_1: 33.610740661621094 (32.39586753845215)  --> STEP: 11 | > loss_disc: 2.462071418762207 (2.398422501303933) | > loss_disc_real_0: 0.11835417151451111 (0.0998550494286147) | > loss_disc_real_1: 0.20356205105781555 (0.2071952779184688) | > loss_disc_real_2: 0.25567546486854553 (0.2087129313837398) | > loss_disc_real_3: 0.2885730266571045 (0.244872969659892) | > loss_disc_real_4: 0.29013791680336 (0.22196456654505295) | > loss_disc_real_5: 0.31568166613578796 (0.21371893449263138) | > loss_0: 2.462071418762207 (2.398422501303933) | > loss_gen: 2.524383783340454 (2.2526638291098853) | > loss_kl: 3.432385206222534 (2.9570203694430264) | > loss_feat: 6.785436153411865 (6.6277127699418505) | > loss_mel: 16.56385612487793 (18.129965608770195) | > loss_duration: 2.4846370220184326 (2.373489596626975) | > loss_1: 31.79069709777832 (32.34085204384544)  --> STEP: 12 | > loss_disc: 2.426521062850952 (2.4007640480995183) | > loss_disc_real_0: 0.10963816195726395 (0.10067030880600214) | > loss_disc_real_1: 0.19691091775894165 (0.20633824790517488) | > loss_disc_real_2: 0.24422982335090637 (0.2116726723810037) | > loss_disc_real_3: 0.24374720454216003 (0.244779155900081) | > loss_disc_real_4: 0.1875162124633789 (0.21909387037158012) | > loss_disc_real_5: 0.1566062867641449 (0.2089595471819242) | > loss_0: 2.426521062850952 (2.4007640480995183) | > loss_gen: 2.065408229827881 (2.237059195836385) | > loss_kl: 2.7525086402893066 (2.9399777253468833) | > loss_feat: 5.788610935211182 (6.5577876170476275) | > loss_mel: 17.693029403686523 (18.093554258346554) | > loss_duration: 2.2408618927001953 (2.36243728796641) | > loss_1: 30.540420532226562 (32.19081608454386)  --> STEP: 13 | > loss_disc: 2.486612319946289 (2.407367761318501) | > loss_disc_real_0: 0.1664525866508484 (0.10573048402483647) | > loss_disc_real_1: 0.24864275753498077 (0.2095924409536215) | > loss_disc_real_2: 0.2555283010005951 (0.21504618227481842) | > loss_disc_real_3: 0.2254931628704071 (0.24329561797472146) | > loss_disc_real_4: 0.21889975666999817 (0.2190789385483815) | > loss_disc_real_5: 0.1744123101234436 (0.2063020674081949) | > loss_0: 2.486612319946289 (2.407367761318501) | > loss_gen: 2.267357349395752 (2.2393898230332594) | > loss_kl: 2.5735278129577637 (2.91178927054772) | > loss_feat: 5.990090847015381 (6.514118634737455) | > loss_mel: 15.32795238494873 (17.880815652700566) | > loss_duration: 2.214751720428467 (2.3510768596942606) | > loss_1: 28.373680114746094 (31.897190240713265)  --> STEP: 14 | > loss_disc: 2.2878971099853516 (2.3988341433661335) | > loss_disc_real_0: 0.07485397160053253 (0.1035250188516719) | > loss_disc_real_1: 0.2701156437397003 (0.21391552686691284) | > loss_disc_real_2: 0.2210134118795395 (0.2154724129608699) | > loss_disc_real_3: 0.19011609256267548 (0.2394970804452896) | > loss_disc_real_4: 0.18848761916160583 (0.21689384430646896) | > loss_disc_real_5: 0.1673588752746582 (0.203520410827228) | > loss_0: 2.2878971099853516 (2.3988341433661335) | > loss_gen: 2.402773857116699 (2.2510601111820767) | > loss_kl: 3.788464307785034 (2.974408916064671) | > loss_feat: 6.938015460968018 (6.5443969794682095) | > loss_mel: 18.830322265625 (17.94863755362374) | > loss_duration: 2.384615659713745 (2.353472488267081) | > loss_1: 34.34419250488281 (32.071976116725374)  --> STEP: 15 | > loss_disc: 2.535792350769043 (2.4079646905263274) | > loss_disc_real_0: 0.16634991765022278 (0.10771334543824196) | > loss_disc_real_1: 0.2838863730430603 (0.21858024994532269) | > loss_disc_real_2: 0.20943915843963623 (0.21507019599278768) | > loss_disc_real_3: 0.2267443984746933 (0.23864690164724986) | > loss_disc_real_4: 0.2242102026939392 (0.21738160153230032) | > loss_disc_real_5: 0.2607205808162689 (0.20733375549316407) | > loss_0: 2.535792350769043 (2.4079646905263274) | > loss_gen: 2.3318779468536377 (2.256447966893514) | > loss_kl: 3.7108700275421143 (3.0235063234965005) | > loss_feat: 6.917728424072266 (6.569285742441813) | > loss_mel: 16.387245178222656 (17.844544728597) | > loss_duration: 2.342757225036621 (2.3527581373850506) | > loss_1: 31.690479278564453 (32.04654299418131)  --> STEP: 16 | > loss_disc: 2.530019760131836 (2.4155931323766717) | > loss_disc_real_0: 0.08714102953672409 (0.10642757569439709) | > loss_disc_real_1: 0.24403905868530273 (0.22017142549157143) | > loss_disc_real_2: 0.20320972800254822 (0.2143289167433977) | > loss_disc_real_3: 0.31544965505599976 (0.24344707373529673) | > loss_disc_real_4: 0.25729498267173767 (0.21987618785351515) | > loss_disc_real_5: 0.31484121084213257 (0.2140529714524746) | > loss_0: 2.530019760131836 (2.4155931323766717) | > loss_gen: 2.3384299278259277 (2.26157183945179) | > loss_kl: 3.122957468032837 (3.0297220200300217) | > loss_feat: 6.3961181640625 (6.558462768793106) | > loss_mel: 15.897042274475098 (17.722825825214382) | > loss_duration: 2.395169734954834 (2.355408862233162) | > loss_1: 30.14971923828125 (31.927991509437554)  --> STEP: 17 | > loss_disc: 2.5026888847351074 (2.420716411927168) | > loss_disc_real_0: 0.1160026267170906 (0.10699081398984965) | > loss_disc_real_1: 0.21702325344085693 (0.21998623890035293) | > loss_disc_real_2: 0.213729590177536 (0.2142936622395235) | > loss_disc_real_3: 0.3364719748497009 (0.24891912674202638) | > loss_disc_real_4: 0.25169146060943604 (0.22174767448621638) | > loss_disc_real_5: 0.3869820833206177 (0.22422527215060065) | > loss_0: 2.5026888847351074 (2.420716411927168) | > loss_gen: 2.439472198486328 (2.2720365664538216) | > loss_kl: 2.4636130332946777 (2.996421491398531) | > loss_feat: 5.754350185394287 (6.5111620285931755) | > loss_mel: 17.98592758178711 (17.738302399130426) | > loss_duration: 2.4736568927764893 (2.3623646287357105) | > loss_1: 31.117021560668945 (31.880287394804107)  --> STEP: 18 | > loss_disc: 2.4123573303222656 (2.4202520185046734) | > loss_disc_real_0: 0.09147012233734131 (0.10612855334248808) | > loss_disc_real_1: 0.21135926246643066 (0.21950696243180168) | > loss_disc_real_2: 0.19435591995716095 (0.21318600989050335) | > loss_disc_real_3: 0.2477366179227829 (0.24885343180762398) | > loss_disc_real_4: 0.205766499042511 (0.2208598314060105) | > loss_disc_real_5: 0.25262364745140076 (0.2258029596673118) | > loss_0: 2.4123573303222656 (2.4202520185046734) | > loss_gen: 2.2443947792053223 (2.2705009116066828) | > loss_kl: 2.7240822315216064 (2.9812915325164795) | > loss_feat: 8.079357147216797 (6.598283979627821) | > loss_mel: 16.853199005126953 (17.689129988352455) | > loss_duration: 2.2894773483276367 (2.3583153353797064) | > loss_1: 32.19050979614258 (31.897521972656243)  --> STEP: 19 | > loss_disc: 2.716176986694336 (2.4358270168304452) | > loss_disc_real_0: 0.153518408536911 (0.10862275624745771) | > loss_disc_real_1: 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loss_disc_real_4: 0.23239529132843018 (0.22557749971747398) | > loss_disc_real_5: 0.24997052550315857 (0.22844261825084686) | > loss_0: 2.2465665340423584 (2.4263639926910407) | > loss_gen: 2.638125419616699 (2.2881624817848207) | > loss_kl: 2.366870403289795 (2.9312384009361265) | > loss_feat: 8.045656204223633 (6.655530524253845) | > loss_mel: 16.976587295532227 (17.60260767936706) | > loss_duration: 2.344320774078369 (2.358708846569061) | > loss_1: 32.37156295776367 (31.83624820709228)  --> STEP: 21 | > loss_disc: 2.3453733921051025 (2.4225072974250437) | > loss_disc_real_0: 0.07679325342178345 (0.10503630783586275) | > loss_disc_real_1: 0.1931585818529129 (0.2221325430132094) | > loss_disc_real_2: 0.2789601981639862 (0.21550108705248153) | > loss_disc_real_3: 0.2630768120288849 (0.2548694908618927) | > loss_disc_real_4: 0.2020360231399536 (0.22445647702330634) | > loss_disc_real_5: 0.21959979832172394 (0.22802153158755528) | > loss_0: 2.3453733921051025 (2.4225072974250437) | > loss_gen: 2.3991618156433105 (2.2934481643495106) | > loss_kl: 2.607102870941162 (2.915803375698271) | > loss_feat: 6.980966567993164 (6.6710274787176225) | > loss_mel: 16.467609405517578 (17.548560142517083) | > loss_duration: 2.212038993835449 (2.3517245678674605) | > loss_1: 30.666881561279297 (31.780564081101186)  --> STEP: 22 | > loss_disc: 2.1071348190307617 (2.4081721847707582) | > loss_disc_real_0: 0.10637690126895905 (0.10509724390100349) | > loss_disc_real_1: 0.1516633778810501 (0.2189293991435658) | > loss_disc_real_2: 0.2033272683620453 (0.2149477316574617) | > loss_disc_real_3: 0.19372613728046417 (0.2520902475172823) | > loss_disc_real_4: 0.17185147106647491 (0.2220653403889049) | > loss_disc_real_5: 0.15143755078315735 (0.22454044155099176) | > loss_0: 2.1071348190307617 (2.4081721847707582) | > loss_gen: 2.3459718227386475 (2.2958356033671987) | > loss_kl: 2.285404682159424 (2.8871488896283237) | > loss_feat: 7.319058418273926 (6.700483430515636) | > loss_mel: 18.514341354370117 (17.5924592885104) | > loss_duration: 2.2001218795776367 (2.3448335365815596) | > loss_1: 32.66489791870117 (31.820761073719368)  --> STEP: 23 | > loss_disc: 2.7342236042022705 (2.4223483334416933) | > loss_disc_real_0: 0.20194897055625916 (0.10930818853818852) | > loss_disc_real_1: 0.3067740797996521 (0.22274873308513476) | > loss_disc_real_2: 0.21643489599227905 (0.2150123909763668) | > loss_disc_real_3: 0.3065471947193146 (0.2544579408738924) | > loss_disc_real_4: 0.31100451946258545 (0.22593226121819537) | > loss_disc_real_5: 0.28712260723114014 (0.2272614052762156) | > loss_0: 2.7342236042022705 (2.4223483334416933) | > loss_gen: 2.29803204536438 (2.295931100845337) | > loss_kl: 2.5873684883117676 (2.8741149591362993) | > loss_feat: 4.864899635314941 (6.620675439419954) | > loss_mel: 16.48499298095703 (17.54430857948634) | > loss_duration: 2.2692019939422607 (2.3415452086407207) | > loss_1: 28.50449562072754 (31.67657561924146)  --> STEP: 24 | > loss_disc: 2.3170382976531982 (2.4179604152838396) | > loss_disc_real_0: 0.11999455839395523 (0.10975345394884546) | > loss_disc_real_1: 0.2078498899936676 (0.22212794795632362) | > loss_disc_real_2: 0.24037125706672668 (0.21606901039679846) | > loss_disc_real_3: 0.24473489820957184 (0.2540528140962124) | > loss_disc_real_4: 0.226906880736351 (0.2259728703647852) | > loss_disc_real_5: 0.2710177004337311 (0.22908458424111208) | > loss_0: 2.3170382976531982 (2.4179604152838396) | > loss_gen: 2.469883680343628 (2.303179124991099) | > loss_kl: 2.0497641563415527 (2.8397670090198517) | > loss_feat: 5.5241618156433105 (6.574987371762593) | > loss_mel: 17.350250244140625 (17.5362228155136) | > loss_duration: 2.4230167865753174 (2.3449398577213287) | > loss_1: 29.817075729370117 (31.599096457163487)  --> STEP: 25 | > loss_disc: 2.3685190677642822 (2.415982761383057) | > loss_disc_real_0: 0.10106629878282547 (0.10940596774220467) | > loss_disc_real_1: 0.2028147429227829 (0.221355419754982) | > loss_disc_real_2: 0.29639455676078796 (0.21928203225135803) | > loss_disc_real_3: 0.2353159338235855 (0.2533033388853073) | > loss_disc_real_4: 0.24566489458084106 (0.22676055133342743) | > loss_disc_real_5: 0.3095238208770752 (0.2323021537065506) | > loss_0: 2.3685190677642822 (2.415982761383057) | > loss_gen: 2.5244200229644775 (2.3120287609100343) | > loss_kl: 3.010334014892578 (2.8465896892547606) | > loss_feat: 7.5777812004089355 (6.615099124908447) | > loss_mel: 17.824552536010742 (17.547756004333486) | > loss_duration: 2.391650676727295 (2.3468082904815675) | > loss_1: 33.328739166259766 (31.66828216552734)  --> STEP: 26 | > loss_disc: 2.5460891723632812 (2.4209868541130657) | > loss_disc_real_0: 0.16125112771987915 (0.11140001235673061) | > loss_disc_real_1: 0.21049156785011292 (0.22093757929710242) | > loss_disc_real_2: 0.14706648886203766 (0.2165045113517688) | > loss_disc_real_3: 0.21648502349853516 (0.2518872498319699) | > loss_disc_real_4: 0.2568742036819458 (0.22791876873144737) | > loss_disc_real_5: 0.2745749056339264 (0.23392802878068045) | > loss_0: 2.5460891723632812 (2.4209868541130657) | > loss_gen: 2.083353281021118 (2.303233550145076) | > loss_kl: 2.310072660446167 (2.825954418915969) | > loss_feat: 6.804442405700684 (6.622381558785071) | > loss_mel: 16.884428024291992 (17.522243389716508) | > loss_duration: 2.3098764419555664 (2.3453878347690287) | > loss_1: 30.392173767089844 (31.619201073279743) --> EVAL PERFORMANCE | > avg_loader_time: 0.002673772665170523 (+4.415328686053956e-05) | > avg_loss_disc: 2.4209868541130657 (+0.023297438254723524) | > avg_loss_disc_real_0: 0.11140001235673061 (-0.04296535296508899) | > avg_loss_disc_real_1: 0.22093757929710242 (-0.012797604386623085) | > avg_loss_disc_real_2: 0.2165045113517688 (-0.01274767976540786) | > avg_loss_disc_real_3: 0.2518872498319699 (+0.008550997536915989) | > avg_loss_disc_real_4: 0.22791876873144737 (-0.024297211032647342) | > avg_loss_disc_real_5: 0.23392802878068045 (+0.010147170951733231) | > avg_loss_0: 2.4209868541130657 (+0.023297438254723524) | > avg_loss_gen: 2.303233550145076 (-0.18263721466064453) | > avg_loss_kl: 2.825954418915969 (-0.007149609235616694) | > avg_loss_feat: 6.622381558785071 (-0.190700714404767) | > avg_loss_mel: 17.522243389716508 (+0.14296091519868526) | > avg_loss_duration: 2.3453878347690287 (+0.012442350387573686) | > avg_loss_1: 31.619201073279743 (-0.22508408473088437)  > EPOCH: 529/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:27:16)   --> TIME: 2024-06-11 14:27:19 -- STEP: 4/330 -- GLOBAL_STEP: 262575 | > loss_disc: 2.2322745323181152 (2.3797139525413513) | > loss_disc_real_0: 0.08867181092500687 (0.11118026822805405) | > loss_disc_real_1: 0.21717581152915955 (0.18437929078936577) | > loss_disc_real_2: 0.2052592784166336 (0.21442373469471931) | > loss_disc_real_3: 0.21752947568893433 (0.23281380906701088) | > loss_disc_real_4: 0.23895427584648132 (0.23683783784508705) | > loss_disc_real_5: 0.22593629360198975 (0.22905250638723373) | > loss_0: 2.2322745323181152 (2.3797139525413513) | > grad_norm_0: tensor(8.8373, device='cuda:0') (tensor(10.9727, device='cuda:0')) | > loss_gen: 2.6035497188568115 (2.5568390488624573) | > loss_kl: 1.8301469087600708 (1.8250773251056671) | > loss_feat: 7.212789058685303 (6.689115524291992) | > loss_mel: 18.662561416625977 (18.113327980041504) | > loss_duration: 2.1852121353149414 (2.1803436279296875) | > loss_1: 32.494258880615234 (31.36470317840576) | > grad_norm_1: tensor(69.0581, device='cuda:0') (tensor(54.1464, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3534 (0.3725760579109192) | > loader_time: 0.0034 (0.003679633140563965)  --> TIME: 2024-06-11 14:27:29 -- STEP: 29/330 -- GLOBAL_STEP: 262600 | > loss_disc: 2.3680553436279297 (2.3436477513148866) | > loss_disc_real_0: 0.12745213508605957 (0.10656114564887409) | > loss_disc_real_1: 0.2025183141231537 (0.19398592926304917) | > loss_disc_real_2: 0.24019545316696167 (0.20775500505134978) | > loss_disc_real_3: 0.2103157490491867 (0.22913601018231491) | > loss_disc_real_4: 0.23385214805603027 (0.2331289700393019) | > loss_disc_real_5: 0.21039415895938873 (0.22685879314767904) | > loss_0: 2.3680553436279297 (2.3436477513148866) | > grad_norm_0: tensor(7.0629, device='cuda:0') (tensor(11.1327, device='cuda:0')) | > loss_gen: 2.5522894859313965 (2.4884561916877486) | > loss_kl: 2.1128363609313965 (1.9105354753033867) | > loss_feat: 6.747820854187012 (6.9314098029301086) | > loss_mel: 18.01593017578125 (17.861919995011956) | > loss_duration: 2.0350871086120605 (2.0537227268876705) | > loss_1: 31.463964462280273 (31.246043895852978) | > grad_norm_1: tensor(93.8550, device='cuda:0') (tensor(107.1795, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3788 (0.3728436190506508) | > loader_time: 0.0033 (0.0036034666258713296)  --> TIME: 2024-06-11 14:27:38 -- STEP: 54/330 -- GLOBAL_STEP: 262625 | > loss_disc: 2.248460292816162 (2.3412824560094756) | > loss_disc_real_0: 0.08532068133354187 (0.10847157874593029) | > loss_disc_real_1: 0.18112091720104218 (0.19599090102646086) | > loss_disc_real_2: 0.19986683130264282 (0.20723136183288363) | > loss_disc_real_3: 0.22648324072360992 (0.2293182702528106) | > loss_disc_real_4: 0.1971835196018219 (0.2312727322181066) | > loss_disc_real_5: 0.1804933249950409 (0.22423222578234142) | > loss_0: 2.248460292816162 (2.3412824560094756) | > grad_norm_0: tensor(10.3441, device='cuda:0') (tensor(12.4301, device='cuda:0')) | > loss_gen: 2.4386351108551025 (2.488061300030461) | > loss_kl: 1.7425892353057861 (1.8975464392591406) | > loss_feat: 7.59086275100708 (6.977455889737165) | > loss_mel: 17.972362518310547 (17.8437082502577) | > loss_duration: 1.9753539562225342 (2.024559102676534) | > loss_1: 31.719802856445312 (31.231330906903302) | > grad_norm_1: tensor(202.5000, device='cuda:0') (tensor(137.1451, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3682 (0.3741190521805375) | > loader_time: 0.0038 (0.0037165615293714735)  --> TIME: 2024-06-11 14:27:48 -- STEP: 79/330 -- GLOBAL_STEP: 262650 | > loss_disc: 2.2762670516967773 (2.3444846310193013) | > loss_disc_real_0: 0.10325320065021515 (0.10842982745623286) | > loss_disc_real_1: 0.22069551050662994 (0.19695291790781141) | > loss_disc_real_2: 0.21643231809139252 (0.21026398449004452) | > loss_disc_real_3: 0.24627947807312012 (0.22984066530119016) | > loss_disc_real_4: 0.22124984860420227 (0.23156391687785524) | > loss_disc_real_5: 0.20293347537517548 (0.22186524751065653) | > loss_0: 2.2762670516967773 (2.3444846310193013) | > grad_norm_0: tensor(17.3242, device='cuda:0') (tensor(12.2640, device='cuda:0')) | > loss_gen: 2.655702590942383 (2.486168632024451) | > loss_kl: 2.004397392272949 (1.9066482314580604) | > loss_feat: 7.420477867126465 (7.014992774287356) | > loss_mel: 17.56609535217285 (17.852610286278058) | > loss_duration: 1.9728972911834717 (2.014227093020572) | > loss_1: 31.619569778442383 (31.274646928038777) | > grad_norm_1: tensor(286.3368, device='cuda:0') (tensor(134.7056, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3721 (0.3723752740063245) | > loader_time: 0.0039 (0.0037690054012250295)  --> TIME: 2024-06-11 14:27:57 -- STEP: 104/330 -- GLOBAL_STEP: 262675 | > loss_disc: 2.2761390209198 (2.3503328561782824) | > loss_disc_real_0: 0.0952022522687912 (0.11079428731822051) | > loss_disc_real_1: 0.1998310536146164 (0.19816716172947332) | > loss_disc_real_2: 0.22435268759727478 (0.21153673013815513) | > loss_disc_real_3: 0.21457011997699738 (0.22969274065242365) | > loss_disc_real_4: 0.22800058126449585 (0.2310901818653712) | > loss_disc_real_5: 0.22442324459552765 (0.2220406704224073) | > loss_0: 2.2761390209198 (2.3503328561782824) | > grad_norm_0: tensor(28.7646, device='cuda:0') (tensor(13.7345, device='cuda:0')) | > loss_gen: 2.5743188858032227 (2.4817496492312503) | > loss_kl: 2.086141347885132 (1.92150052350301) | > loss_feat: 7.074906826019287 (6.995229413876166) | > loss_mel: 17.61496925354004 (17.81744757065406) | > loss_duration: 2.0512514114379883 (2.014487432745789) | > loss_1: 31.40158462524414 (31.23041453728309) | > grad_norm_1: tensor(438.3889, device='cuda:0') (tensor(161.5904, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3963 (0.3717631376706637) | > loader_time: 0.0035 (0.003777022545154278)  --> TIME: 2024-06-11 14:28:07 -- STEP: 129/330 -- GLOBAL_STEP: 262700 | > loss_disc: 2.2971854209899902 (2.355066280956415) | > loss_disc_real_0: 0.08196847885847092 (0.11143188715674156) | > loss_disc_real_1: 0.2077624499797821 (0.19803690309672392) | > loss_disc_real_2: 0.20441658794879913 (0.21249026961104814) | > loss_disc_real_3: 0.22957754135131836 (0.23021347127681555) | > loss_disc_real_4: 0.24568316340446472 (0.23122937815595968) | > loss_disc_real_5: 0.21920014917850494 (0.22160027112609657) | > loss_0: 2.2971854209899902 (2.355066280956415) | > grad_norm_0: tensor(19.6416, device='cuda:0') (tensor(15.9420, device='cuda:0')) | > loss_gen: 2.472668170928955 (2.486060395721317) | > loss_kl: 1.910224437713623 (1.935155845427698) | > loss_feat: 7.015048980712891 (7.0139935293862985) | > loss_mel: 17.718360900878906 (17.82188587040864) | > loss_duration: 1.9906615018844604 (2.0155794287836843) | > loss_1: 31.106964111328125 (31.272675078044568) | > grad_norm_1: tensor(218.7348, device='cuda:0') (tensor(185.6712, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3681 (0.37232933488003045) | > loader_time: 0.0039 (0.0038099510725154435)  --> TIME: 2024-06-11 14:28:16 -- STEP: 154/330 -- GLOBAL_STEP: 262725 | > loss_disc: 2.3565003871917725 (2.359145980376701) | > loss_disc_real_0: 0.07789173722267151 (0.11308338967236606) | > loss_disc_real_1: 0.2542511522769928 (0.1988947670181076) | > loss_disc_real_2: 0.18639402091503143 (0.21241574240969374) | > loss_disc_real_3: 0.21514031291007996 (0.22978839394334075) | > loss_disc_real_4: 0.22809085249900818 (0.23017866638573733) | > loss_disc_real_5: 0.2229093611240387 (0.22202594984661453) | > loss_0: 2.3565003871917725 (2.359145980376701) | > grad_norm_0: tensor(14.8864, device='cuda:0') (tensor(19.4187, device='cuda:0')) | > loss_gen: 2.500446319580078 (2.4868149649013183) | > loss_kl: 2.07033634185791 (1.943726151020496) | > loss_feat: 7.19659423828125 (7.003217480399392) | > loss_mel: 16.978357315063477 (17.82097498163) | > loss_duration: 2.031651496887207 (2.018744793031124) | > loss_1: 30.777385711669922 (31.2734784460687) | > grad_norm_1: tensor(336.4601, device='cuda:0') (tensor(206.2084, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3904 (0.37397761778397987) | > loader_time: 0.0047 (0.003891167702612939)  --> TIME: 2024-06-11 14:28:26 -- STEP: 179/330 -- GLOBAL_STEP: 262750 | > loss_disc: 2.4347169399261475 (2.3544351694970156) | > loss_disc_real_0: 0.08126506209373474 (0.11143427845819036) | > loss_disc_real_1: 0.23755261301994324 (0.19822345049687604) | > loss_disc_real_2: 0.22695031762123108 (0.2122281670736867) | > loss_disc_real_3: 0.2568718194961548 (0.22935966839337482) | > loss_disc_real_4: 0.2186417430639267 (0.23022039068144792) | > loss_disc_real_5: 0.2607848644256592 (0.22270784314784262) | > loss_0: 2.4347169399261475 (2.3544351694970156) | > grad_norm_0: tensor(20.7477, device='cuda:0') (tensor(20.1893, device='cuda:0')) | > loss_gen: 2.5368072986602783 (2.498377717407057) | > loss_kl: 1.9825974702835083 (1.9480491896581384) | > loss_feat: 6.40174674987793 (7.029083289247652) | > loss_mel: 16.396821975708008 (17.786071862588376) | > loss_duration: 2.055964946746826 (2.0249753044970227) | > loss_1: 29.373939514160156 (31.286557469288063) | > grad_norm_1: tensor(334.1389, device='cuda:0') (tensor(223.4717, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.3913 (0.37678448847552254) | > loader_time: 0.0045 (0.004001357701903614)  --> TIME: 2024-06-11 14:28:37 -- STEP: 204/330 -- GLOBAL_STEP: 262775 | > loss_disc: 2.325235605239868 (2.356423018025415) | > loss_disc_real_0: 0.07607221603393555 (0.11366415421898458) | > loss_disc_real_1: 0.1873553842306137 (0.19818248979601205) | > loss_disc_real_2: 0.21083815395832062 (0.2121309847662262) | > loss_disc_real_3: 0.2701869010925293 (0.23031115510007916) | > loss_disc_real_4: 0.22390587627887726 (0.22972566327627966) | > loss_disc_real_5: 0.2522057592868805 (0.22302839284141862) | > loss_0: 2.325235605239868 (2.356423018025415) | > grad_norm_0: tensor(23.7163, device='cuda:0') (tensor(23.5050, device='cuda:0')) | > loss_gen: 2.646491765975952 (2.502753790687114) | > loss_kl: 2.118821382522583 (1.955848316935932) | > loss_feat: 7.148005485534668 (7.055883087363898) | > loss_mel: 17.95331573486328 (17.768749994390152) | > loss_duration: 2.028414726257324 (2.032386629604828) | > loss_1: 31.895050048828125 (31.315621918322993) | > grad_norm_1: tensor(566.3254, device='cuda:0') (tensor(247.7769, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.4041 (0.37997444236979766) | > loader_time: 0.0052 (0.004131047164692597)  --> TIME: 2024-06-11 14:28:47 -- STEP: 229/330 -- GLOBAL_STEP: 262800 | > loss_disc: 2.2674715518951416 (2.359303302639955) | > loss_disc_real_0: 0.12761861085891724 (0.11489113260825128) | > loss_disc_real_1: 0.17750659584999084 (0.19817104792490797) | > loss_disc_real_2: 0.19023005664348602 (0.21240891782997998) | > loss_disc_real_3: 0.25392067432403564 (0.23044161849927694) | > loss_disc_real_4: 0.23341454565525055 (0.2293842225355873) | > loss_disc_real_5: 0.2172652781009674 (0.22309735723197724) | > loss_0: 2.2674715518951416 (2.359303302639955) | > grad_norm_0: tensor(37.1682, device='cuda:0') (tensor(25.5090, device='cuda:0')) | > loss_gen: 2.6385765075683594 (2.501016079598641) | > loss_kl: 2.0569405555725098 (1.9592145764671558) | > loss_feat: 7.5831708908081055 (7.050355796730675) | > loss_mel: 17.744932174682617 (17.724940620655577) | > loss_duration: 2.138016700744629 (2.0405254265106425) | > loss_1: 32.16163635253906 (31.276052541607854) | > grad_norm_1: tensor(418.9059, device='cuda:0') (tensor(263.4877, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.4021 (0.38275788028167324) | > loader_time: 0.0054 (0.004249845529747841)  --> TIME: 2024-06-11 14:28:58 -- STEP: 254/330 -- GLOBAL_STEP: 262825 | > loss_disc: 2.3841333389282227 (2.3619346524786744) | > loss_disc_real_0: 0.08263920247554779 (0.11564627119640666) | > loss_disc_real_1: 0.19452346861362457 (0.198531777839961) | > loss_disc_real_2: 0.1964087039232254 (0.21273809049542494) | > loss_disc_real_3: 0.22069163620471954 (0.23019874354047098) | > loss_disc_real_4: 0.2345258891582489 (0.22993129433140042) | > loss_disc_real_5: 0.2258259505033493 (0.223048533980302) | > loss_0: 2.3841333389282227 (2.3619346524786744) | > grad_norm_0: tensor(34.3314, device='cuda:0') (tensor(25.7855, device='cuda:0')) | > loss_gen: 2.40675950050354 (2.496671026147258) | > loss_kl: 1.8840755224227905 (1.9592685483572052) | > loss_feat: 7.463796138763428 (7.043481269220668) | > loss_mel: 17.476755142211914 (17.684666490930272) | > loss_duration: 2.068575859069824 (2.047172553426641) | > loss_1: 31.29996109008789 (31.23125996927577) | > grad_norm_1: tensor(425.3251, device='cuda:0') (tensor(267.0848, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.4334 (0.386172423212547) | > loader_time: 0.0059 (0.004351128743389459)  --> TIME: 2024-06-11 14:29:09 -- STEP: 279/330 -- GLOBAL_STEP: 262850 | > loss_disc: 2.2769641876220703 (2.3631439183347958) | > loss_disc_real_0: 0.08890444040298462 (0.11678677540953442) | > loss_disc_real_1: 0.23093797266483307 (0.19882157391544739) | > loss_disc_real_2: 0.1945236474275589 (0.2128539697457385) | > loss_disc_real_3: 0.23047201335430145 (0.23015152265094088) | > loss_disc_real_4: 0.20561015605926514 (0.22963104709502186) | > loss_disc_real_5: 0.23205742239952087 (0.22264633693575434) | > loss_0: 2.2769641876220703 (2.3631439183347958) | > grad_norm_0: tensor(13.9746, device='cuda:0') (tensor(26.3997, device='cuda:0')) | > loss_gen: 2.522275447845459 (2.4906271939636575) | > loss_kl: 1.9337127208709717 (1.9595473363835325) | > loss_feat: 7.556215286254883 (7.0407576253337245) | > loss_mel: 17.9450740814209 (17.642709027909035) | > loss_duration: 2.1407997608184814 (2.0562461477881295) | > loss_1: 32.09807586669922 (31.18988742623278) | > grad_norm_1: tensor(249.0851, device='cuda:0') (tensor(273.0391, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.4535 (0.39080451124457904) | > loader_time: 0.0062 (0.004483162288597406)  --> TIME: 2024-06-11 14:29:21 -- STEP: 304/330 -- GLOBAL_STEP: 262875 | > loss_disc: 2.493706226348877 (2.368614879877943) | > loss_disc_real_0: 0.14600107073783875 (0.11819132454203148) | > loss_disc_real_1: 0.241567924618721 (0.19944393688714818) | > loss_disc_real_2: 0.18372289836406708 (0.21321162042257033) | > loss_disc_real_3: 0.26468682289123535 (0.23036196416145877) | > loss_disc_real_4: 0.2360636442899704 (0.23021378917129412) | > loss_disc_real_5: 0.21905510127544403 (0.22311600395723397) | > loss_0: 2.493706226348877 (2.368614879877943) | > grad_norm_0: tensor(51.5057, device='cuda:0') (tensor(27.9530, device='cuda:0')) | > loss_gen: 2.531228542327881 (2.4878711700439466) | > loss_kl: 1.9988651275634766 (1.9598319644206448) | > loss_feat: 8.05379581451416 (7.038645168668346) | > loss_mel: 17.32976531982422 (17.593661574940928) | > loss_duration: 2.2138922214508057 (2.0668169005136767) | > loss_1: 32.12754821777344 (31.146826869563053) | > grad_norm_1: tensor(595.6075, device='cuda:0') (tensor(284.5273, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.4746 (0.3972038681569852) | > loader_time: 0.0067 (0.004654213786125182)  --> TIME: 2024-06-11 14:29:49 -- STEP: 329/330 -- GLOBAL_STEP: 262900 | > loss_disc: 2.507035732269287 (2.3773667594944445) | > loss_disc_real_0: 0.26036974787712097 (0.12063542748928795) | > loss_disc_real_1: 0.20382018387317657 (0.20148708256907014) | > loss_disc_real_2: 0.1830042004585266 (0.21363382014278945) | > loss_disc_real_3: 0.2027789056301117 (0.23055865477464843) | > loss_disc_real_4: 0.2049805223941803 (0.22962521206825334) | > loss_disc_real_5: 0.18112397193908691 (0.22313765533789318) | > loss_0: 2.507035732269287 (2.3773667594944445) | > grad_norm_0: tensor(19.5220, device='cuda:0') (tensor(28.9347, device='cuda:0')) | > loss_gen: 2.3078691959381104 (2.48572859430748) | > loss_kl: 2.160900115966797 (1.9680731209578122) | > loss_feat: 10.737130165100098 (7.132176322415245) | > loss_mel: 18.09391975402832 (17.59432298434178) | > loss_duration: 2.2971155643463135 (2.081150863308315) | > loss_1: 35.5969352722168 (31.261451947290485) | > grad_norm_1: tensor(331.3204, device='cuda:0') (tensor(292.1655, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 14.4294 (0.45234228484898714) | > loader_time: 0.0336 (0.005126501651520423)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6072182655334473 (2.6072182655334473) | > loss_disc_real_0: 0.09973734617233276 (0.09973734617233276) | > loss_disc_real_1: 0.24116864800453186 (0.24116864800453186) | > loss_disc_real_2: 0.22054491937160492 (0.22054491937160492) | > loss_disc_real_3: 0.27871349453926086 (0.27871349453926086) | > loss_disc_real_4: 0.37159767746925354 (0.37159767746925354) | > loss_disc_real_5: 0.2945110499858856 (0.2945110499858856) | > loss_0: 2.6072182655334473 (2.6072182655334473) | > loss_gen: 2.2315104007720947 (2.2315104007720947) | > loss_kl: 2.2879538536071777 (2.2879538536071777) | > loss_feat: 4.50642728805542 (4.50642728805542) | > loss_mel: 15.567887306213379 (15.567887306213379) | > loss_duration: 2.9354121685028076 (2.9354121685028076) | > loss_1: 27.529190063476562 (27.529190063476562)  --> STEP: 1 | > loss_disc: 2.326930522918701 (2.326930522918701) | > loss_disc_real_0: 0.17482876777648926 (0.17482876777648926) | > loss_disc_real_1: 0.2859574258327484 (0.2859574258327484) | > loss_disc_real_2: 0.22645939886569977 (0.22645939886569977) | > loss_disc_real_3: 0.19291600584983826 (0.19291600584983826) | > loss_disc_real_4: 0.16087058186531067 (0.16087058186531067) | > loss_disc_real_5: 0.16027142107486725 (0.16027142107486725) | > loss_0: 2.326930522918701 (2.326930522918701) | > loss_gen: 2.264957904815674 (2.264957904815674) | > loss_kl: 3.4887073040008545 (3.4887073040008545) | > loss_feat: 5.598277568817139 (5.598277568817139) | > loss_mel: 16.897459030151367 (16.897459030151367) | > loss_duration: 2.433103084564209 (2.433103084564209) | > loss_1: 30.682504653930664 (30.682504653930664)  --> STEP: 2 | > loss_disc: 2.3484549522399902 (2.3376927375793457) | > loss_disc_real_0: 0.06712393462657928 (0.12097635120153427) | > loss_disc_real_1: 0.2708301544189453 (0.27839379012584686) | > loss_disc_real_2: 0.3213220238685608 (0.2738907113671303) | > loss_disc_real_3: 0.21075615286827087 (0.20183607935905457) | > loss_disc_real_4: 0.18398013710975647 (0.17242535948753357) | > loss_disc_real_5: 0.1563291996717453 (0.15830031037330627) | > loss_0: 2.3484549522399902 (2.3376927375793457) | > loss_gen: 2.321103811264038 (2.293030858039856) | > loss_kl: 2.2588906288146973 (2.873798966407776) | > loss_feat: 5.973591327667236 (5.7859344482421875) | > loss_mel: 18.483428955078125 (17.690443992614746) | > loss_duration: 2.421757936477661 (2.427430510520935) | > loss_1: 31.45877456665039 (31.070639610290527)  --> STEP: 3 | > loss_disc: 2.277967929840088 (2.3177844683329263) | > loss_disc_real_0: 0.08311145007610321 (0.10835471749305725) | > loss_disc_real_1: 0.23741908371448517 (0.26473555465539295) | > loss_disc_real_2: 0.27883294224739075 (0.2755381216605504) | > loss_disc_real_3: 0.19204996526241302 (0.19857404132684073) | > loss_disc_real_4: 0.1883951872587204 (0.1777486354112625) | > loss_disc_real_5: 0.20268408954143524 (0.17309490342934927) | > loss_0: 2.277967929840088 (2.3177844683329263) | > loss_gen: 2.327427625656128 (2.30449644724528) | > loss_kl: 2.5779812335968018 (2.7751930554707847) | > loss_feat: 6.746262073516846 (6.106043656667073) | > loss_mel: 19.049396514892578 (18.143428166707356) | > loss_duration: 2.381415367126465 (2.412092129389445) | > loss_1: 33.082481384277344 (31.7412535349528)  --> STEP: 4 | > loss_disc: 2.5304558277130127 (2.370952308177948) | > loss_disc_real_0: 0.09556619077920914 (0.10515758581459522) | > loss_disc_real_1: 0.2880235016345978 (0.27055754140019417) | > loss_disc_real_2: 0.2394823282957077 (0.26652417331933975) | > loss_disc_real_3: 0.28058141469955444 (0.21907588467001915) | > loss_disc_real_4: 0.2846108078956604 (0.20446417853236198) | > loss_disc_real_5: 0.3135949373245239 (0.20821991190314293) | > loss_0: 2.5304558277130127 (2.370952308177948) | > loss_gen: 2.366039276123047 (2.3198821544647217) | > loss_kl: 2.9861083030700684 (2.8279218673706055) | > loss_feat: 4.886235237121582 (5.801091551780701) | > loss_mel: 18.87636375427246 (18.326662063598633) | > loss_duration: 2.322154998779297 (2.389607846736908) | > loss_1: 31.436901092529297 (31.665165424346924)  --> STEP: 5 | > loss_disc: 2.428027868270874 (2.382367420196533) | > loss_disc_real_0: 0.13100078701972961 (0.1103262260556221) | > loss_disc_real_1: 0.18063415586948395 (0.2525728642940521) | > loss_disc_real_2: 0.27121487259864807 (0.2674623131752014) | > loss_disc_real_3: 0.22631452977657318 (0.22052361369132994) | > loss_disc_real_4: 0.23407688736915588 (0.21038672029972078) | > loss_disc_real_5: 0.19207923114299774 (0.20499177575111388) | > loss_0: 2.428027868270874 (2.382367420196533) | > loss_gen: 2.251598834991455 (2.3062254905700685) | > loss_kl: 3.0930588245391846 (2.8809492588043213) | > loss_feat: 6.945089340209961 (6.029891109466552) | > loss_mel: 19.698904037475586 (18.601110458374023) | > loss_duration: 2.383531332015991 (2.3883925437927247) | > loss_1: 34.3721809387207 (32.20656852722168)  --> STEP: 6 | > loss_disc: 2.6056036949157715 (2.4195734659830728) | > loss_disc_real_0: 0.11730065941810608 (0.1114886316160361) | > loss_disc_real_1: 0.2766820192337036 (0.256591056783994) | > loss_disc_real_2: 0.23929628729820251 (0.2627679755290349) | > loss_disc_real_3: 0.2636401951313019 (0.22770971059799194) | > loss_disc_real_4: 0.2976571023464203 (0.22493178397417068) | > loss_disc_real_5: 0.2074349969625473 (0.20539897928635278) | > loss_0: 2.6056036949157715 (2.4195734659830728) | > loss_gen: 2.2155709266662598 (2.2911163965861) | > loss_kl: 2.9900546073913574 (2.899133483568827) | > loss_feat: 5.566542148590088 (5.952666282653809) | > loss_mel: 19.039417266845703 (18.674161593119305) | > loss_duration: 2.1489646434783936 (2.348487893740336) | > loss_1: 31.960548400878906 (32.165565172831215)  --> STEP: 7 | > loss_disc: 2.3834431171417236 (2.4144119875771657) | > loss_disc_real_0: 0.0891270637512207 (0.10829412192106247) | > loss_disc_real_1: 0.26045453548431396 (0.2571429823126112) | > loss_disc_real_2: 0.237503319978714 (0.2591587390218462) | > loss_disc_real_3: 0.2827549874782562 (0.23557332158088684) | > loss_disc_real_4: 0.25519394874572754 (0.22925495037010737) | > loss_disc_real_5: 0.3144233822822571 (0.2209738940000534) | > loss_0: 2.3834431171417236 (2.4144119875771657) | > loss_gen: 2.6273725032806396 (2.339152983256749) | > loss_kl: 3.7101798057556152 (3.0149972438812256) | > loss_feat: 6.2230143547058105 (5.991287435804095) | > loss_mel: 18.940711975097656 (18.71224021911621) | > loss_duration: 2.5071964263916016 (2.3711605412619456) | > loss_1: 34.00847625732422 (32.42883818490164)  --> STEP: 8 | > loss_disc: 2.6986494064331055 (2.4499416649341583) | > loss_disc_real_0: 0.1811978816986084 (0.11740709189325571) | > loss_disc_real_1: 0.29045820236206055 (0.26130738481879234) | > loss_disc_real_2: 0.24531327188014984 (0.2574280556291342) | > loss_disc_real_3: 0.270731121301651 (0.23996804654598236) | > loss_disc_real_4: 0.23693729937076569 (0.23021524399518967) | > loss_disc_real_5: 0.2669250965118408 (0.22671779431402683) | > loss_0: 2.6986494064331055 (2.4499416649341583) | > loss_gen: 2.2365615367889404 (2.3263290524482727) | > loss_kl: 2.8527767658233643 (2.994719684123993) | > loss_feat: 8.332112312316895 (6.283890545368195) | > loss_mel: 20.0407772064209 (18.878307342529297) | > loss_duration: 2.2526044845581055 (2.3563410341739655) | > loss_1: 35.7148323059082 (32.839587450027466)  --> STEP: 9 | > loss_disc: 2.692432403564453 (2.4768850803375244) | > loss_disc_real_0: 0.1993112564086914 (0.126507554617193) | > loss_disc_real_1: 0.28279468417167664 (0.2636948625246684) | > loss_disc_real_2: 0.22650046646595 (0.25399165683322483) | > loss_disc_real_3: 0.24334479868412018 (0.24034324122799766) | > loss_disc_real_4: 0.29438939690589905 (0.23734570542971292) | > loss_disc_real_5: 0.3074917495250702 (0.23569267822636497) | > loss_0: 2.692432403564453 (2.4768850803375244) | > loss_gen: 2.4615719318389893 (2.341356039047241) | > loss_kl: 3.092348575592041 (3.005567338731554) | > loss_feat: 7.009509086608887 (6.3645148277282715) | > loss_mel: 19.85721206665039 (18.98707453409831) | > loss_duration: 2.168576717376709 (2.335478332307604) | > loss_1: 34.58921813964844 (33.03399085998535)  --> STEP: 10 | > loss_disc: 2.769718885421753 (2.5061684608459474) | > loss_disc_real_0: 0.23063619434833527 (0.13692041859030724) | > loss_disc_real_1: 0.3704929053783417 (0.2743746668100357) | > loss_disc_real_2: 0.25121256709098816 (0.25371374785900114) | > loss_disc_real_3: 0.272795170545578 (0.2435884341597557) | > loss_disc_real_4: 0.2302355170249939 (0.23663468658924103) | > loss_disc_real_5: 0.250789612531662 (0.23720237165689467) | > loss_0: 2.769718885421753 (2.5061684608459474) | > loss_gen: 2.4723691940307617 (2.3544573545455934) | > loss_kl: 2.686889410018921 (2.9736995458602906) | > loss_feat: 5.3133745193481445 (6.259400796890259) | > loss_mel: 17.863157272338867 (18.874682807922362) | > loss_duration: 2.3229401111602783 (2.334224510192871) | > loss_1: 30.658733367919922 (32.79646511077881)  --> STEP: 11 | > loss_disc: 2.501920223236084 (2.5057822574268687) | > loss_disc_real_0: 0.08203334361314774 (0.13193068450147455) | > loss_disc_real_1: 0.2910403907299042 (0.27588973262093286) | > loss_disc_real_2: 0.2390415072441101 (0.252379907803102) | > loss_disc_real_3: 0.27236098051071167 (0.2462041201916608) | > loss_disc_real_4: 0.26182323694229126 (0.2389245548031547) | > loss_disc_real_5: 0.21987920999526978 (0.23562753877856515) | > loss_0: 2.501920223236084 (2.5057822574268687) | > loss_gen: 2.2137410640716553 (2.341664964502508) | > loss_kl: 3.254608631134033 (2.999236735430631) | > loss_feat: 4.91733980178833 (6.137395251880992) | > loss_mel: 15.96983528137207 (18.610605760054156) | > loss_duration: 2.4111504554748535 (2.341217777945779) | > loss_1: 28.76667594909668 (32.43012064153498)  --> STEP: 12 | > loss_disc: 2.166869640350342 (2.477539539337158) | > loss_disc_real_0: 0.07230442017316818 (0.12696182914078236) | > loss_disc_real_1: 0.25107452273368835 (0.27382179846366245) | > loss_disc_real_2: 0.18693026900291443 (0.24692577123641968) | > loss_disc_real_3: 0.22471736371517181 (0.24441355715195337) | > loss_disc_real_4: 0.1775885820388794 (0.2338132237394651) | > loss_disc_real_5: 0.16935968399047852 (0.2301052175462246) | > loss_0: 2.166869640350342 (2.477539539337158) | > loss_gen: 2.409302234649658 (2.347301403681437) | > loss_kl: 2.0710690021514893 (2.9218894243240356) | > loss_feat: 7.525143623352051 (6.253040949503581) | > loss_mel: 18.45589256286621 (18.597712993621826) | > loss_duration: 2.2957193851470947 (2.3374262452125554) | > loss_1: 32.75712585449219 (32.45737107594808)  --> STEP: 13 | > loss_disc: 2.5160300731658936 (2.480500349631676) | > loss_disc_real_0: 0.14029176533222198 (0.12798720884781617) | > loss_disc_real_1: 0.23716916143894196 (0.2710023648463763) | > loss_disc_real_2: 0.2744591236114502 (0.24904372141911432) | > loss_disc_real_3: 0.2847103178501129 (0.24751330797488874) | > loss_disc_real_4: 0.2753336429595947 (0.2370071021410135) | > loss_disc_real_5: 0.2839069068431854 (0.2342438090306062) | > loss_0: 2.5160300731658936 (2.480500349631676) | > loss_gen: 2.36761474609375 (2.348863968482384) | > loss_kl: 2.9044816493988037 (2.920550364714402) | > loss_feat: 4.9171881675720215 (6.150283043201153) | > loss_mel: 14.877397537231445 (18.311534881591797) | > loss_duration: 2.2271456718444824 (2.328943124184242) | > loss_1: 27.293827056884766 (32.06017538217398)  --> STEP: 14 | > loss_disc: 2.545032024383545 (2.4851097549710954) | > loss_disc_real_0: 0.21376724541187286 (0.13411435431667737) | > loss_disc_real_1: 0.26620784401893616 (0.2706598990729877) | > loss_disc_real_2: 0.23079319298267365 (0.24774011224508286) | > loss_disc_real_3: 0.28214678168296814 (0.24998712752546584) | > loss_disc_real_4: 0.2577345371246338 (0.23848763321127212) | > loss_disc_real_5: 0.2879352569580078 (0.23807891245399201) | > loss_0: 2.545032024383545 (2.4851097549710954) | > loss_gen: 2.6054375171661377 (2.367190650531224) | > loss_kl: 3.325500249862671 (2.9494753565107072) | > loss_feat: 7.257660388946533 (6.229381425040109) | > loss_mel: 18.7498779296875 (18.342845099312918) | > loss_duration: 2.4326462745666504 (2.3363504920687) | > loss_1: 34.371124267578125 (32.22524315970285)  --> STEP: 15 | > loss_disc: 2.724560260772705 (2.501073122024536) | > loss_disc_real_0: 0.11115134507417679 (0.13258348703384398) | > loss_disc_real_1: 0.3253188133239746 (0.27430382668972014) | > loss_disc_real_2: 0.2095085233449936 (0.24519133965174358) | > loss_disc_real_3: 0.22085727751255035 (0.2480451375246048) | > loss_disc_real_4: 0.154943585395813 (0.23291803002357483) | > loss_disc_real_5: 0.15984636545181274 (0.23286340932051341) | > loss_0: 2.724560260772705 (2.501073122024536) | > loss_gen: 1.9414994716644287 (2.338811238606771) | > loss_kl: 3.1029064655303955 (2.9597040971120196) | > loss_feat: 5.804476737976074 (6.201054445902506) | > loss_mel: 19.82532501220703 (18.44167709350586) | > loss_duration: 2.3747096061706543 (2.3389077663421634) | > loss_1: 33.04891586303711 (32.280154673258465)  --> STEP: 16 | > loss_disc: 2.5580122470855713 (2.504631817340851) | > loss_disc_real_0: 0.21949714422225952 (0.13801559060811996) | > loss_disc_real_1: 0.3502218425273895 (0.2790487026795745) | > loss_disc_real_2: 0.18102286756038666 (0.24118081014603376) | > loss_disc_real_3: 0.2644590735435486 (0.24907100852578878) | > loss_disc_real_4: 0.20560403168201447 (0.2312109051272273) | > loss_disc_real_5: 0.23873478174209595 (0.23323037009686232) | > loss_0: 2.5580122470855713 (2.504631817340851) | > loss_gen: 2.4205589294433594 (2.3439204692840576) | > loss_kl: 2.809556245803833 (2.950319856405258) | > loss_feat: 6.2322001457214355 (6.20300105214119) | > loss_mel: 15.607742309570312 (18.264556169509888) | > loss_duration: 2.413712501525879 (2.3435830622911458) | > loss_1: 29.483768463134766 (32.10538053512573)  --> STEP: 17 | > loss_disc: 2.666883945465088 (2.5141760601716885) | > loss_disc_real_0: 0.09967868775129318 (0.13576047867536545) | > loss_disc_real_1: 0.20291976630687714 (0.2745705299517688) | > loss_disc_real_2: 0.28858649730682373 (0.2439693799790214) | > loss_disc_real_3: 0.3007768392562866 (0.25211252798052397) | > loss_disc_real_4: 0.24935035407543182 (0.23227793153594523) | > loss_disc_real_5: 0.27225616574287415 (0.23552600513486302) | > loss_0: 2.666883945465088 (2.5141760601716885) | > loss_gen: 2.059138536453247 (2.3271685908822453) | > loss_kl: 2.697939872741699 (2.9354739750132843) | > loss_feat: 6.167243957519531 (6.200897693634033) | > loss_mel: 16.531713485717773 (18.16262424693388) | > loss_duration: 2.4742889404296875 (2.351271643358119) | > loss_1: 29.93032455444336 (31.977436065673828)  --> STEP: 18 | > loss_disc: 2.6771373748779297 (2.523229466544257) | > loss_disc_real_0: 0.14049024879932404 (0.13602324368225205) | > loss_disc_real_1: 0.349699467420578 (0.27874435981114704) | > loss_disc_real_2: 0.1678737998008728 (0.23974184774690205) | > loss_disc_real_3: 0.22322286665439606 (0.25050754679573906) | > loss_disc_real_4: 0.23292429745197296 (0.2323138407535023) | > loss_disc_real_5: 0.25348755717277527 (0.23652386913696924) | > loss_0: 2.6771373748779297 (2.523229466544257) | > loss_gen: 2.049375295639038 (2.3117356300354004) | > loss_kl: 3.072422981262207 (2.943082253138224) | > loss_feat: 5.703392028808594 (6.1732584900326195) | > loss_mel: 14.798418045043945 (17.97572390238444) | > loss_duration: 2.3010973930358887 (2.3484841850068836) | > loss_1: 27.924707412719727 (31.752284473843044)  --> STEP: 19 | > loss_disc: 2.888054370880127 (2.542430777298777) | > loss_disc_real_0: 0.21333655714988708 (0.1400923654437065) | > loss_disc_real_1: 0.32673320174217224 (0.2812700883338326) | > loss_disc_real_2: 0.3326319754123688 (0.24463080183455818) | > loss_disc_real_3: 0.291273295879364 (0.25265311253698247) | > loss_disc_real_4: 0.2618247866630554 (0.23386704843295247) | > loss_disc_real_5: 0.2624988853931427 (0.23789097525571523) | > loss_0: 2.888054370880127 (2.542430777298777) | > loss_gen: 2.2968173027038574 (2.3109504549126876) | > loss_kl: 1.8346773386001587 (2.8847451523730627) | > loss_feat: 4.725603103637695 (6.097066101274993) | > loss_mel: 17.6324520111084 (17.957656960738333) | > loss_duration: 2.3236303329467773 (2.347176087530036) | > loss_1: 28.81317901611328 (31.5975947129099)  --> STEP: 20 | > loss_disc: 2.590808153152466 (2.5448496460914614) | > loss_disc_real_0: 0.15021511912345886 (0.14059850312769412) | > loss_disc_real_1: 0.28145018219947815 (0.28127909302711485) | > loss_disc_real_2: 0.25938326120376587 (0.24536842480301857) | > loss_disc_real_3: 0.2893921434879303 (0.2544900640845299) | > loss_disc_real_4: 0.29069724678993225 (0.23670855835080146) | > loss_disc_real_5: 0.26934146881103516 (0.2394634999334812) | > loss_0: 2.590808153152466 (2.5448496460914614) | > loss_gen: 2.432131290435791 (2.3170094966888426) | > loss_kl: 2.09232497215271 (2.845124143362045) | > loss_feat: 5.47147274017334 (6.065786433219911) | > loss_mel: 19.64661979675293 (18.04210510253906) | > loss_duration: 2.3377718925476074 (2.346705877780914) | > loss_1: 31.980321884155273 (31.616731071472167)  --> STEP: 21 | > loss_disc: 2.3575637340545654 (2.5359312693277993) | > loss_disc_real_0: 0.16490274667739868 (0.14175584805863245) | > loss_disc_real_1: 0.32689914107322693 (0.2834514762674059) | > loss_disc_real_2: 0.19785401225090027 (0.24310583372910818) | > loss_disc_real_3: 0.20257744193077087 (0.2520180344581604) | > loss_disc_real_4: 0.14118854701519012 (0.232159986382439) | > loss_disc_real_5: 0.14361163973808289 (0.23489912563846224) | > loss_0: 2.3575637340545654 (2.5359312693277993) | > loss_gen: 2.2567138671875 (2.314138276236398) | > loss_kl: 1.8642586469650269 (2.798416262581235) | > loss_feat: 6.429620265960693 (6.083111853826615) | > loss_mel: 16.633398056030273 (17.975023814610072) | > loss_duration: 2.1887338161468506 (2.3391833986554826) | > loss_1: 29.372724533081055 (31.509873617263068)  --> STEP: 22 | > loss_disc: 2.3349270820617676 (2.5267947153611616) | > loss_disc_real_0: 0.11123555153608322 (0.140368561853062) | > loss_disc_real_1: 0.29200127720832825 (0.2838401035829024) | > loss_disc_real_2: 0.19172871112823486 (0.240770509974523) | > loss_disc_real_3: 0.22016432881355286 (0.25057013874704187) | > loss_disc_real_4: 0.2708059251308441 (0.233916619961912) | > loss_disc_real_5: 0.22733744978904724 (0.23455541309985248) | > loss_0: 2.3349270820617676 (2.5267947153611616) | > loss_gen: 2.4834935665130615 (2.321836243976246) | > loss_kl: 2.4272031784057617 (2.781542940573259) | > loss_feat: 9.47892951965332 (6.237467202273283) | > loss_mel: 20.198013305664062 (18.076068791476164) | > loss_duration: 2.2249460220336914 (2.3339907906272193) | > loss_1: 36.812583923339844 (31.750905903902922)  --> STEP: 23 | > loss_disc: 2.5832409858703613 (2.5292489010354746) | > loss_disc_real_0: 0.06455948948860168 (0.13707251522852026) | > loss_disc_real_1: 0.2930225431919098 (0.28423934008764185) | > loss_disc_real_2: 0.19568802416324615 (0.23881040189577185) | > loss_disc_real_3: 0.2716525197029114 (0.25148676400599274) | > loss_disc_real_4: 0.20008417963981628 (0.23244564429573392) | > loss_disc_real_5: 0.1834811568260193 (0.23233479326185974) | > loss_0: 2.5832409858703613 (2.5292489010354746) | > loss_gen: 2.0795204639434814 (2.3113007752791694) | > loss_kl: 2.0668928623199463 (2.7504711980405063) | > loss_feat: 5.851592540740967 (6.220690043076226) | > loss_mel: 17.906394958496094 (18.068691668303117) | > loss_duration: 2.2477033138275146 (2.330239161201145) | > loss_1: 30.1521053314209 (31.681392835534137)  --> STEP: 24 | > loss_disc: 2.5958139896392822 (2.5320224463939667) | > loss_disc_real_0: 0.14677657186985016 (0.137476850921909) | > loss_disc_real_1: 0.256686806678772 (0.28309131786227226) | > loss_disc_real_2: 0.2987975478172302 (0.24130986630916595) | > loss_disc_real_3: 0.353008896112442 (0.25571685284376144) | > loss_disc_real_4: 0.2681942880153656 (0.23393517111738524) | > loss_disc_real_5: 0.2959078252315521 (0.23498366959393024) | > loss_0: 2.5958139896392822 (2.5320224463939667) | > loss_gen: 2.4658913612365723 (2.3177420496940613) | > loss_kl: 2.141740083694458 (2.7251074016094208) | > loss_feat: 5.472960472106934 (6.189534644285839) | > loss_mel: 18.162946701049805 (18.07261896133423) | > loss_duration: 2.3549091815948486 (2.3312670787175493) | > loss_1: 30.598447799682617 (31.63627012570699)  --> STEP: 25 | > loss_disc: 2.679443836212158 (2.5379193019866944) | > loss_disc_real_0: 0.15456682443618774 (0.13816044986248016) | > loss_disc_real_1: 0.3268871009349823 (0.28484314918518067) | > loss_disc_real_2: 0.2564779222011566 (0.24191658854484557) | > loss_disc_real_3: 0.23940125107765198 (0.2550642287731171) | > loss_disc_real_4: 0.2166205644607544 (0.23324258685111998) | > loss_disc_real_5: 0.26282238960266113 (0.23609721839427947) | > loss_0: 2.679443836212158 (2.5379193019866944) | > loss_gen: 2.1927061080932617 (2.312740612030029) | > loss_kl: 2.814971685409546 (2.7287019729614257) | > loss_feat: 5.222390651702881 (6.150848884582521) | > loss_mel: 15.784680366516113 (17.981101417541502) | > loss_duration: 2.3929147720336914 (2.3337329864501952) | > loss_1: 28.40766143798828 (31.507125778198244)  --> STEP: 26 | > loss_disc: 2.6671652793884277 (2.5428903011175303) | > loss_disc_real_0: 0.1491856575012207 (0.13858449631012404) | > loss_disc_real_1: 0.23428994417190552 (0.2828987951462085) | > loss_disc_real_2: 0.1392771154642105 (0.2379689165032827) | > loss_disc_real_3: 0.18916916847229004 (0.2525298033769314) | > loss_disc_real_4: 0.20326808094978333 (0.23208972123953012) | > loss_disc_real_5: 0.23631605505943298 (0.23610563518909308) | > loss_0: 2.6671652793884277 (2.5428903011175303) | > loss_gen: 2.0380191802978516 (2.302174403117253) | > loss_kl: 2.185697078704834 (2.707817169336172) | > loss_feat: 11.29988956451416 (6.348888910733738) | > loss_mel: 16.944622039794922 (17.94123682608971) | > loss_duration: 2.307612419128418 (2.3327283492455115) | > loss_1: 34.775840759277344 (31.632845585162823) --> EVAL PERFORMANCE | > avg_loader_time: 0.002403002518873948 (-0.0002707701462965747) | > avg_loss_disc: 2.5428903011175303 (+0.12190344700446465) | > avg_loss_disc_real_0: 0.13858449631012404 (+0.02718448395339343) | > avg_loss_disc_real_1: 0.2828987951462085 (+0.061961215849106105) | > avg_loss_disc_real_2: 0.2379689165032827 (+0.021464405151513904) | > avg_loss_disc_real_3: 0.2525298033769314 (+0.0006425535449615105) | > avg_loss_disc_real_4: 0.23208972123953012 (+0.004170952508082748) | > avg_loss_disc_real_5: 0.23610563518909308 (+0.0021776064084126356) | > avg_loss_0: 2.5428903011175303 (+0.12190344700446465) | > avg_loss_gen: 2.302174403117253 (-0.0010591470278229487) | > avg_loss_kl: 2.707817169336172 (-0.11813724957979677) | > avg_loss_feat: 6.348888910733738 (-0.27349264805133355) | > avg_loss_mel: 17.94123682608971 (+0.41899343637320285) | > avg_loss_duration: 2.3327283492455115 (-0.012659485523517144) | > avg_loss_1: 31.632845585162823 (+0.013644511883079247)  > EPOCH: 530/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:29:56)   --> TIME: 2024-06-11 14:30:06 -- STEP: 24/330 -- GLOBAL_STEP: 262925 | > loss_disc: 2.4314754009246826 (2.372230172157288) | > loss_disc_real_0: 0.08875498920679092 (0.10861063624421756) | > loss_disc_real_1: 0.19686737656593323 (0.20512175373733044) | > loss_disc_real_2: 0.19082044064998627 (0.20963095935682455) | > loss_disc_real_3: 0.22813613712787628 (0.22368651255965233) | > loss_disc_real_4: 0.24053139984607697 (0.23004074891408285) | > loss_disc_real_5: 0.24182908236980438 (0.2235496360808611) | > loss_0: 2.4314754009246826 (2.372230172157288) | > grad_norm_0: tensor(11.4362, device='cuda:0') (tensor(9.9371, device='cuda:0')) | > loss_gen: 2.3561854362487793 (2.4765786826610565) | > loss_kl: 1.866984248161316 (1.8199394543965657) | > loss_feat: 6.9691925048828125 (7.02090851465861) | > loss_mel: 17.32573890686035 (18.216089407602947) | > loss_duration: 1.9784085750579834 (2.065330758690834) | > loss_1: 30.496509552001953 (31.59884699185689) | > grad_norm_1: tensor(46.3204, device='cuda:0') (tensor(110.9715, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3534 (0.36727267503738403) | > loader_time: 0.003 (0.0032580395539601645)  --> TIME: 2024-06-11 14:30:15 -- STEP: 49/330 -- GLOBAL_STEP: 262950 | > loss_disc: 2.432816982269287 (2.365251346510285) | > loss_disc_real_0: 0.11258897185325623 (0.10889725767228069) | > loss_disc_real_1: 0.22138050198554993 (0.2037051633304479) | > loss_disc_real_2: 0.19337840378284454 (0.20826940907507527) | > loss_disc_real_3: 0.2263241857290268 (0.22684638050137734) | > loss_disc_real_4: 0.22725126147270203 (0.23171712366902097) | > loss_disc_real_5: 0.2079411894083023 (0.22369588881122823) | > loss_0: 2.432816982269287 (2.365251346510285) | > grad_norm_0: tensor(12.6496, device='cuda:0') (tensor(9.0368, device='cuda:0')) | > loss_gen: 2.4062325954437256 (2.4761172849304818) | > loss_kl: 1.745829701423645 (1.85429128578731) | > loss_feat: 6.498085975646973 (6.997894063287852) | > loss_mel: 17.406024932861328 (18.000766403821054) | > loss_duration: 1.9568679332733154 (2.027994275093079) | > loss_1: 30.01304054260254 (31.357063332382513) | > grad_norm_1: tensor(67.2865, device='cuda:0') (tensor(98.3864, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3552 (0.36543434979964273) | > loader_time: 0.0042 (0.0034304784268749003)  --> TIME: 2024-06-11 14:30:25 -- STEP: 74/330 -- GLOBAL_STEP: 262975 | > loss_disc: 2.4073269367218018 (2.3615365672755892) | > loss_disc_real_0: 0.10354311764240265 (0.10953322052955627) | > loss_disc_real_1: 0.21607257425785065 (0.20265007079453082) | > loss_disc_real_2: 0.2131131887435913 (0.20956373013354637) | > loss_disc_real_3: 0.23525311052799225 (0.22697119535626592) | > loss_disc_real_4: 0.27180564403533936 (0.23145284382878123) | > loss_disc_real_5: 0.2494393140077591 (0.2235888057463878) | > loss_0: 2.4073269367218018 (2.3615365672755892) | > grad_norm_0: tensor(10.4183, device='cuda:0') (tensor(9.2127, device='cuda:0')) | > loss_gen: 2.5408387184143066 (2.4714903283763574) | > loss_kl: 1.954277753829956 (1.8755302686949034) | > loss_feat: 7.0405192375183105 (7.026506990999789) | > loss_mel: 18.388660430908203 (17.98994363320841) | > loss_duration: 1.9445111751556396 (2.0117053856720797) | > loss_1: 31.868806838989258 (31.375176713273333) | > grad_norm_1: tensor(222.0572, device='cuda:0') (tensor(107.3069, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3813 (0.3685783373342978) | > loader_time: 0.0035 (0.00355128339819006)  --> TIME: 2024-06-11 14:30:34 -- STEP: 99/330 -- GLOBAL_STEP: 263000 | > loss_disc: 2.369187355041504 (2.357628617623841) | > loss_disc_real_0: 0.10184472799301147 (0.10979815143527406) | > loss_disc_real_1: 0.18704961240291595 (0.20231625723718394) | > loss_disc_real_2: 0.20887614786624908 (0.21003054097445326) | > loss_disc_real_3: 0.22248689830303192 (0.22671161381283192) | > loss_disc_real_4: 0.24689847230911255 (0.23122405328533865) | > loss_disc_real_5: 0.2385125458240509 (0.2225804485455908) | > loss_0: 2.369187355041504 (2.357628617623841) | > grad_norm_0: tensor(8.8874, device='cuda:0') (tensor(10.3269, device='cuda:0')) | > loss_gen: 2.4566738605499268 (2.474248151586512) | > loss_kl: 1.9373846054077148 (1.89430656698015) | > loss_feat: 7.431653022766113 (7.01677970693569) | > loss_mel: 18.49063491821289 (17.897604682228778) | > loss_duration: 2.011711597442627 (2.010939722109322) | > loss_1: 32.328060150146484 (31.29387890208851) | > grad_norm_1: tensor(112.3809, device='cuda:0') (tensor(119.5901, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3737 (0.36994171865058667) | > loader_time: 0.0037 (0.0036087180628921046) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_263000.pth  --> TIME: 2024-06-11 14:30:49 -- STEP: 124/330 -- GLOBAL_STEP: 263025 | > loss_disc: 2.2707581520080566 (2.3558232822725866) | > loss_disc_real_0: 0.09656240046024323 (0.11039661051284883) | > loss_disc_real_1: 0.1706850379705429 (0.20104923255501256) | > loss_disc_real_2: 0.21979086101055145 (0.20965965873291414) | > loss_disc_real_3: 0.2175804078578949 (0.22701732429765886) | > loss_disc_real_4: 0.2015715390443802 (0.23031972288604705) | > loss_disc_real_5: 0.1894812136888504 (0.22196904281454702) | > loss_0: 2.2707581520080566 (2.3558232822725866) | > grad_norm_0: tensor(5.9231, device='cuda:0') (tensor(11.1967, device='cuda:0')) | > loss_gen: 2.508636236190796 (2.477294150860077) | > loss_kl: 2.0353901386260986 (1.914370709849942) | > loss_feat: 7.262089252471924 (7.015132915589117) | > loss_mel: 17.922578811645508 (17.88452748329408) | > loss_duration: 2.0353903770446777 (2.0140383349310973) | > loss_1: 31.76408576965332 (31.30536363970849) | > grad_norm_1: tensor(158.7620, device='cuda:0') (tensor(130.1432, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3658 (0.37160628649496263) | > loader_time: 0.004 (0.0037322044372558594)  --> TIME: 2024-06-11 14:30:58 -- STEP: 149/330 -- GLOBAL_STEP: 263050 | > loss_disc: 2.4276905059814453 (2.362406317819687) | > loss_disc_real_0: 0.07927263528108597 (0.11239445719542919) | > loss_disc_real_1: 0.22582842409610748 (0.20112901275989994) | > loss_disc_real_2: 0.21468253433704376 (0.21139892195695198) | > loss_disc_real_3: 0.2560109794139862 (0.2284417182407123) | > loss_disc_real_4: 0.23147240281105042 (0.23051366870035261) | > loss_disc_real_5: 0.2322690188884735 (0.22196132094668067) | > loss_0: 2.4276905059814453 (2.362406317819687) | > grad_norm_0: tensor(10.7701, device='cuda:0') (tensor(12.3333, device='cuda:0')) | > loss_gen: 2.2994396686553955 (2.471588830819864) | > loss_kl: 1.9552457332611084 (1.9193492375764272) | > loss_feat: 6.419642925262451 (6.997876663336018) | > loss_mel: 18.387672424316406 (17.881321683026002) | > loss_duration: 2.0453739166259766 (2.0173825121565954) | > loss_1: 31.107376098632812 (31.287518930115155) | > grad_norm_1: tensor(128.2501, device='cuda:0') (tensor(143.9464, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3647 (0.37139463424682617) | > loader_time: 0.0043 (0.0038248980605362247)  --> TIME: 2024-06-11 14:31:08 -- STEP: 174/330 -- GLOBAL_STEP: 263075 | > loss_disc: 2.2956550121307373 (2.3642425413789447) | > loss_disc_real_0: 0.13888894021511078 (0.11420058557528188) | > loss_disc_real_1: 0.18981653451919556 (0.20111031701852536) | > loss_disc_real_2: 0.2000919133424759 (0.21158407097575307) | > loss_disc_real_3: 0.2093551754951477 (0.22823244521672698) | > loss_disc_real_4: 0.22124700248241425 (0.2301445091250299) | > loss_disc_real_5: 0.21350905299186707 (0.22168396584603983) | > loss_0: 2.2956550121307373 (2.3642425413789447) | > grad_norm_0: tensor(10.5462, device='cuda:0') (tensor(13.6676, device='cuda:0')) | > loss_gen: 2.5949759483337402 (2.469330994562171) | > loss_kl: 2.094325304031372 (1.9241472414170189) | > loss_feat: 7.415408611297607 (6.979650050744243) | > loss_mel: 17.90614128112793 (17.854164496235473) | > loss_duration: 2.1244654655456543 (2.0222582084009018) | > loss_1: 32.13531494140625 (31.24955096190003) | > grad_norm_1: tensor(415.8141, device='cuda:0') (tensor(160.7847, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.4012 (0.3754296576839754) | > loader_time: 0.0044 (0.003912013152550006)  --> TIME: 2024-06-11 14:31:18 -- STEP: 199/330 -- GLOBAL_STEP: 263100 | > loss_disc: 2.40110182762146 (2.365252848246592) | > loss_disc_real_0: 0.09246163815259933 (0.11487504270807583) | > loss_disc_real_1: 0.22705602645874023 (0.20088793397249288) | > loss_disc_real_2: 0.2522391676902771 (0.21220435861067558) | > loss_disc_real_3: 0.23270322382450104 (0.2289763062293805) | > loss_disc_real_4: 0.23266533017158508 (0.23003910736522482) | > loss_disc_real_5: 0.2150915265083313 (0.2213531889058837) | > loss_0: 2.40110182762146 (2.365252848246592) | > grad_norm_0: tensor(24.7626, device='cuda:0') (tensor(16.0143, device='cuda:0')) | > loss_gen: 2.402592182159424 (2.4737697234704865) | > loss_kl: 1.9031269550323486 (1.9272053211777653) | > loss_feat: 6.070592880249023 (6.993247298140022) | > loss_mel: 16.855327606201172 (17.805725768582917) | > loss_duration: 2.1511237621307373 (2.030185761164181) | > loss_1: 29.382762908935547 (31.230133871337276) | > grad_norm_1: tensor(244.8575, device='cuda:0') (tensor(185.3857, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.3952 (0.3784866680451973) | > loader_time: 0.0058 (0.004036578700770085)  --> TIME: 2024-06-11 14:31:29 -- STEP: 224/330 -- GLOBAL_STEP: 263125 | > loss_disc: 2.1511049270629883 (2.3656195082834826) | > loss_disc_real_0: 0.08996034413576126 (0.11531866097357124) | > loss_disc_real_1: 0.2089328020811081 (0.20072442712262273) | > loss_disc_real_2: 0.19860361516475677 (0.21221684112346598) | > loss_disc_real_3: 0.21700774133205414 (0.22891945265499608) | > loss_disc_real_4: 0.21866260468959808 (0.22950399600501573) | > loss_disc_real_5: 0.20754817128181458 (0.22104656583230414) | > loss_0: 2.1511049270629883 (2.3656195082834826) | > grad_norm_0: tensor(24.4416, device='cuda:0') (tensor(18.0485, device='cuda:0')) | > loss_gen: 2.940873622894287 (2.4803879984787534) | > loss_kl: 1.9353368282318115 (1.9349488780966826) | > loss_feat: 7.7420783042907715 (7.013795094830649) | > loss_mel: 16.80891227722168 (17.76709267071315) | > loss_duration: 2.1453194618225098 (2.037615372134107) | > loss_1: 31.572521209716797 (31.23384006534304) | > grad_norm_1: tensor(360.2311, device='cuda:0') (tensor(200.3008, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.4126 (0.381646922656468) | > loader_time: 0.0049 (0.004163245005267008)  --> TIME: 2024-06-11 14:31:39 -- STEP: 249/330 -- GLOBAL_STEP: 263150 | > loss_disc: 2.43459415435791 (2.366882914041423) | > loss_disc_real_0: 0.08313661813735962 (0.1166600290401633) | > loss_disc_real_1: 0.21340791881084442 (0.20057307728323112) | > loss_disc_real_2: 0.2044534981250763 (0.21230440685547977) | > loss_disc_real_3: 0.2427532821893692 (0.22904362173444295) | > loss_disc_real_4: 0.196947380900383 (0.2293087627633987) | > loss_disc_real_5: 0.2563057541847229 (0.22141354390416282) | > loss_0: 2.43459415435791 (2.366882914041423) | > grad_norm_0: tensor(31.1952, device='cuda:0') (tensor(21.1655, device='cuda:0')) | > loss_gen: 2.279505968093872 (2.48536933952546) | > loss_kl: 2.056835412979126 (1.9382225648466362) | > loss_feat: 6.7459001541137695 (7.023143308708467) | > loss_mel: 17.08642578125 (17.74478962526742) | > loss_duration: 2.1204330921173096 (2.04574479874837) | > loss_1: 30.289100646972656 (31.237269627521314) | > grad_norm_1: tensor(378.7641, device='cuda:0') (tensor(220.8999, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.4258 (0.38545877004722995) | > loader_time: 0.0058 (0.004290159447604872)  --> TIME: 2024-06-11 14:31:51 -- STEP: 274/330 -- GLOBAL_STEP: 263175 | > loss_disc: 2.468609571456909 (2.3672428574875353) | > loss_disc_real_0: 0.13346554338932037 (0.11768216724052047) | > loss_disc_real_1: 0.20293226838111877 (0.20052222733515024) | > loss_disc_real_2: 0.24137867987155914 (0.21242675522383112) | > loss_disc_real_3: 0.25580477714538574 (0.2290222917812584) | > loss_disc_real_4: 0.2178405076265335 (0.22880948954907648) | > loss_disc_real_5: 0.20825275778770447 (0.22122590945367396) | > loss_0: 2.468609571456909 (2.3672428574875353) | > grad_norm_0: tensor(51.6194, device='cuda:0') (tensor(23.3873, device='cuda:0')) | > loss_gen: 2.431272029876709 (2.4875895289609034) | > loss_kl: 1.8926746845245361 (1.9420272325077197) | > loss_feat: 6.954863548278809 (7.026727940914405) | > loss_mel: 16.47880744934082 (17.69405329836545) | > loss_duration: 2.152930498123169 (2.053791311970594) | > loss_1: 29.91054916381836 (31.20418930053711) | > grad_norm_1: tensor(308.9912, device='cuda:0') (tensor(239.5203, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.4516 (0.39003262902698377) | > loader_time: 0.0066 (0.004442098366953161)  --> TIME: 2024-06-11 14:32:02 -- STEP: 299/330 -- GLOBAL_STEP: 263200 | > loss_disc: 2.3636960983276367 (2.3722602898460585) | > loss_disc_real_0: 0.15753428637981415 (0.1188305633821615) | > loss_disc_real_1: 0.17900308966636658 (0.20142526361455884) | > loss_disc_real_2: 0.23129631578922272 (0.2128852211611725) | > loss_disc_real_3: 0.218923881649971 (0.2290484724335846) | > loss_disc_real_4: 0.21466921269893646 (0.22891151949912808) | > loss_disc_real_5: 0.22070322930812836 (0.22147490826737523) | > loss_0: 2.3636960983276367 (2.3722602898460585) | > grad_norm_0: tensor(7.8427, device='cuda:0') (tensor(24.1348, device='cuda:0')) | > loss_gen: 2.443678140640259 (2.4803285511042357) | > loss_kl: 1.8362406492233276 (1.9463733673893089) | > loss_feat: 7.144698143005371 (7.027613702027694) | > loss_mel: 17.905330657958984 (17.661805018932117) | > loss_duration: 2.2235074043273926 (2.063915793712323) | > loss_1: 31.55345344543457 (31.18003644911342) | > grad_norm_1: tensor(131.1655, device='cuda:0') (tensor(245.5798, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.4704 (0.39569120183836237) | > loader_time: 0.0069 (0.004614824435383981)  --> TIME: 2024-06-11 14:32:16 -- STEP: 324/330 -- GLOBAL_STEP: 263225 | > loss_disc: 2.4452061653137207 (2.374475789658818) | > loss_disc_real_0: 0.15936684608459473 (0.11975046766944873) | > loss_disc_real_1: 0.21901796758174896 (0.20169141189551643) | > loss_disc_real_2: 0.20910555124282837 (0.21295739710330963) | > loss_disc_real_3: 0.24345426261425018 (0.22899508480856448) | > loss_disc_real_4: 0.3125751316547394 (0.22951845245228875) | > loss_disc_real_5: 0.2732240855693817 (0.22194193041434995) | > loss_0: 2.4452061653137207 (2.374475789658818) | > grad_norm_0: tensor(7.0576, device='cuda:0') (tensor(24.2305, device='cuda:0')) | > loss_gen: 2.5554940700531006 (2.4779122722001716) | > loss_kl: 2.0697481632232666 (1.951029442710641) | > loss_feat: 10.401387214660645 (7.084856517520952) | > loss_mel: 17.622739791870117 (17.625759898880382) | > loss_duration: 2.2727243900299072 (2.07821829929764) | > loss_1: 34.92209243774414 (31.217776445694913) | > grad_norm_1: tensor(181.3456, device='cuda:0') (tensor(248.6351, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.59 (0.40711849192042393) | > loader_time: 0.0088 (0.004879544546574725)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3992974758148193 (2.3992974758148193) | > loss_disc_real_0: 0.11732679605484009 (0.11732679605484009) | > loss_disc_real_1: 0.19903632998466492 (0.19903632998466492) | > loss_disc_real_2: 0.22322066128253937 (0.22322066128253937) | > loss_disc_real_3: 0.2715862989425659 (0.2715862989425659) | > loss_disc_real_4: 0.2601015865802765 (0.2601015865802765) | > loss_disc_real_5: 0.29455506801605225 (0.29455506801605225) | > loss_0: 2.3992974758148193 (2.3992974758148193) | > loss_gen: 2.665173053741455 (2.665173053741455) | > loss_kl: 2.193819284439087 (2.193819284439087) | > loss_feat: 6.801135063171387 (6.801135063171387) | > loss_mel: 14.864700317382812 (14.864700317382812) | > loss_duration: 3.0160350799560547 (3.0160350799560547) | > loss_1: 29.540861129760742 (29.540861129760742)  --> STEP: 1 | > loss_disc: 2.4092259407043457 (2.4092259407043457) | > loss_disc_real_0: 0.10467450320720673 (0.10467450320720673) | > loss_disc_real_1: 0.15088747441768646 (0.15088747441768646) | > loss_disc_real_2: 0.18794018030166626 (0.18794018030166626) | > loss_disc_real_3: 0.25505465269088745 (0.25505465269088745) | > loss_disc_real_4: 0.26732540130615234 (0.26732540130615234) | > loss_disc_real_5: 0.2926080524921417 (0.2926080524921417) | > loss_0: 2.4092259407043457 (2.4092259407043457) | > loss_gen: 2.3052566051483154 (2.3052566051483154) | > loss_kl: 1.7725532054901123 (1.7725532054901123) | > loss_feat: 5.784435749053955 (5.784435749053955) | > loss_mel: 19.318204879760742 (19.318204879760742) | > loss_duration: 2.385483503341675 (2.385483503341675) | > loss_1: 31.565933227539062 (31.565933227539062)  --> STEP: 2 | > loss_disc: 2.3269312381744385 (2.368078589439392) | > loss_disc_real_0: 0.09204220771789551 (0.09835835546255112) | > loss_disc_real_1: 0.22162896394729614 (0.1862582191824913) | > loss_disc_real_2: 0.17344464361667633 (0.1806924119591713) | > loss_disc_real_3: 0.26888665556907654 (0.261970654129982) | > loss_disc_real_4: 0.24172717332839966 (0.254526287317276) | > loss_disc_real_5: 0.16342982649803162 (0.22801893949508667) | > loss_0: 2.3269312381744385 (2.368078589439392) | > loss_gen: 2.353048324584961 (2.329152464866638) | > loss_kl: 2.527899980545044 (2.150226593017578) | > loss_feat: 5.7526164054870605 (5.768526077270508) | > loss_mel: 18.352296829223633 (18.835250854492188) | > loss_duration: 2.4361233711242676 (2.410803437232971) | > loss_1: 31.42198371887207 (31.493958473205566)  --> STEP: 3 | > loss_disc: 2.2083587646484375 (2.3148386478424072) | > loss_disc_real_0: 0.12519080936908722 (0.10730250676472981) | > loss_disc_real_1: 0.17265591025352478 (0.18172411620616913) | > loss_disc_real_2: 0.13789792358875275 (0.1664275825023651) | > loss_disc_real_3: 0.23403477668762207 (0.2526586949825287) | > loss_disc_real_4: 0.24578829109668732 (0.2516136219104131) | > loss_disc_real_5: 0.24501316249370575 (0.23368368049462637) | > loss_0: 2.2083587646484375 (2.3148386478424072) | > loss_gen: 2.442368507385254 (2.3668911457061768) | > loss_kl: 2.9485766887664795 (2.4163432916005454) | > loss_feat: 6.8585638999938965 (6.131872018178304) | > loss_mel: 16.74598503112793 (18.13882891337077) | > loss_duration: 2.2565131187438965 (2.3593733310699463) | > loss_1: 31.25200843811035 (31.41330846150716)  --> STEP: 4 | > loss_disc: 2.584618091583252 (2.3822835087776184) | > loss_disc_real_0: 0.1747969537973404 (0.12417611852288246) | > loss_disc_real_1: 0.3030916154384613 (0.21206599101424217) | > loss_disc_real_2: 0.23137712478637695 (0.18266496807336807) | > loss_disc_real_3: 0.33890587091445923 (0.2742204889655113) | > loss_disc_real_4: 0.2706807255744934 (0.2563803978264332) | > loss_disc_real_5: 0.3000684082508087 (0.25027986243367195) | > loss_0: 2.584618091583252 (2.3822835087776184) | > loss_gen: 2.6099023818969727 (2.4276439547538757) | > loss_kl: 3.8354923725128174 (2.7711305618286133) | > loss_feat: 5.942870140075684 (6.084621548652649) | > loss_mel: 17.97303581237793 (18.09738063812256) | > loss_duration: 2.2977640628814697 (2.343971014022827) | > loss_1: 32.65906524658203 (31.72474765777588)  --> STEP: 5 | > loss_disc: 2.19441819190979 (2.344710445404053) | > loss_disc_real_0: 0.14098525047302246 (0.12753794491291046) | > loss_disc_real_1: 0.21942853927612305 (0.21353850066661834) | > loss_disc_real_2: 0.17282310128211975 (0.1806965947151184) | > loss_disc_real_3: 0.2634614109992981 (0.2720686733722687) | > loss_disc_real_4: 0.1777290254831314 (0.24065012335777283) | > loss_disc_real_5: 0.1761927306652069 (0.23546243607997894) | > loss_0: 2.19441819190979 (2.344710445404053) | > loss_gen: 2.6344566345214844 (2.4690064907073976) | > loss_kl: 2.2074899673461914 (2.658402442932129) | > loss_feat: 7.382817268371582 (6.3442606925964355) | > loss_mel: 19.858173370361328 (18.449539184570312) | > loss_duration: 2.3912436962127686 (2.3534255504608153) | > loss_1: 34.47418212890625 (32.274634552001956)  --> STEP: 6 | > loss_disc: 2.386014938354492 (2.3515945275624595) | > loss_disc_real_0: 0.16798830032348633 (0.1342796708146731) | > loss_disc_real_1: 0.231246680021286 (0.2164898638923963) | > loss_disc_real_2: 0.15689244866371155 (0.17672923703988394) | > loss_disc_real_3: 0.330707311630249 (0.28184177974859875) | > loss_disc_real_4: 0.21992425620555878 (0.23719581216573715) | > loss_disc_real_5: 0.23388604819774628 (0.2351997047662735) | > loss_0: 2.386014938354492 (2.3515945275624595) | > loss_gen: 2.6858041286468506 (2.505139430363973) | > loss_kl: 2.252260208129883 (2.590712070465088) | > loss_feat: 6.152573585510254 (6.312312841415405) | > loss_mel: 18.401704788208008 (18.441566785176594) | > loss_duration: 2.174738645553589 (2.3236443996429443) | > loss_1: 31.66707992553711 (32.17337544759115)  --> STEP: 7 | > loss_disc: 2.386338949203491 (2.356558016368321) | > loss_disc_real_0: 0.1053130105137825 (0.13014157648597444) | > loss_disc_real_1: 0.2109772264957428 (0.21570234426430293) | > loss_disc_real_2: 0.2155773639678955 (0.1822789694581713) | > loss_disc_real_3: 0.28031665086746216 (0.2816239041941507) | > loss_disc_real_4: 0.24087488651275635 (0.23772139421531133) | > loss_disc_real_5: 0.24727077782154083 (0.23692414377416884) | > loss_0: 2.386338949203491 (2.356558016368321) | > loss_gen: 2.5397279262542725 (2.510080644062587) | > loss_kl: 3.8268024921417236 (2.767296416418893) | > loss_feat: 7.328989505767822 (6.457552364894322) | > loss_mel: 18.705806732177734 (18.4793153490339) | > loss_duration: 2.553433895111084 (2.356471470424107) | > loss_1: 34.95475769042969 (32.57071576799665)  --> STEP: 8 | > loss_disc: 2.5941009521484375 (2.3862508833408356) | > loss_disc_real_0: 0.20760759711265564 (0.1398248290643096) | > loss_disc_real_1: 0.1327584683895111 (0.20533435977995396) | > loss_disc_real_2: 0.1729019582271576 (0.1811068430542946) | > loss_disc_real_3: 0.24577979743480682 (0.2771433908492327) | > loss_disc_real_4: 0.26415401697158813 (0.24102547205984592) | > loss_disc_real_5: 0.2530369162559509 (0.2389382403343916) | > loss_0: 2.5941009521484375 (2.3862508833408356) | > loss_gen: 2.0968403816223145 (2.458425611257553) | > loss_kl: 3.5712995529174805 (2.8677968084812164) | > loss_feat: 8.10319709777832 (6.663257956504822) | > loss_mel: 17.45416259765625 (18.351171255111694) | > loss_duration: 2.2547390460968018 (2.343754917383194) | > loss_1: 33.4802360534668 (32.68440580368042)  --> STEP: 9 | > loss_disc: 2.339970111846924 (2.3811085753970676) | > loss_disc_real_0: 0.07463784515857697 (0.13258183085256153) | > loss_disc_real_1: 0.16485938429832458 (0.20083714028199515) | > loss_disc_real_2: 0.20360028743743896 (0.18360611465242174) | > loss_disc_real_3: 0.2425016462802887 (0.27329430811935) | > loss_disc_real_4: 0.19777396321296692 (0.23621974885463715) | > loss_disc_real_5: 0.18863673508167267 (0.2333491841952006) | > loss_0: 2.339970111846924 (2.3811085753970676) | > loss_gen: 2.1980655193328857 (2.4294967121548123) | > loss_kl: 3.4210352897644043 (2.929267750846015) | > loss_feat: 10.284844398498535 (7.065656450059679) | > loss_mel: 19.29688835144043 (18.456250932481552) | > loss_duration: 2.1666831970214844 (2.3240802817874484) | > loss_1: 37.36751937866211 (33.20475175645616)  --> STEP: 10 | > loss_disc: 2.6393585205078125 (2.406933569908142) | > loss_disc_real_0: 0.24550630152225494 (0.14387427791953086) | > loss_disc_real_1: 0.2206220179796219 (0.20281562805175782) | > loss_disc_real_2: 0.2802959680557251 (0.19327509999275208) | > loss_disc_real_3: 0.275702565908432 (0.27353513389825823) | > loss_disc_real_4: 0.20276711881160736 (0.23287448585033416) | > loss_disc_real_5: 0.2591281235218048 (0.235927078127861) | > loss_0: 2.6393585205078125 (2.406933569908142) | > loss_gen: 2.3246846199035645 (2.4190155029296876) | > loss_kl: 3.038503646850586 (2.9401913404464723) | > loss_feat: 5.615781784057617 (6.920668983459473) | > loss_mel: 17.650680541992188 (18.37569389343262) | > loss_duration: 2.3624799251556396 (2.3279202461242674) | > loss_1: 30.992130279541016 (32.98348960876465)  --> STEP: 11 | > loss_disc: 2.569830894470215 (2.421742417595603) | > loss_disc_real_0: 0.10224512219429016 (0.14008980921723627) | > loss_disc_real_1: 0.20805640518665314 (0.2032920623367483) | > loss_disc_real_2: 0.21907876431941986 (0.19562088765881278) | > loss_disc_real_3: 0.2733503580093384 (0.27351833609017456) | > loss_disc_real_4: 0.29989615082740784 (0.2389673644846136) | > loss_disc_real_5: 0.30433428287506104 (0.24214591492306103) | > loss_0: 2.569830894470215 (2.421742417595603) | > loss_gen: 2.2874603271484375 (2.4070559414950283) | > loss_kl: 3.4889509677886963 (2.990078579295765) | > loss_feat: 5.225162029266357 (6.766531987623735) | > loss_mel: 13.713854789733887 (17.951890338550914) | > loss_duration: 2.466331958770752 (2.34050312909213) | > loss_1: 27.181758880615234 (32.45605954256925)  --> STEP: 12 | > loss_disc: 2.740217685699463 (2.4482820232709246) | > loss_disc_real_0: 0.1759871244430542 (0.14308125215272108) | > loss_disc_real_1: 0.2403814047574997 (0.2063828408718109) | > loss_disc_real_2: 0.2704215347766876 (0.2018542749186357) | > loss_disc_real_3: 0.309621125459671 (0.2765269018709659) | > loss_disc_real_4: 0.28125521540641785 (0.2424913520614306) | > loss_disc_real_5: 0.2822882831096649 (0.24549111227194467) | > loss_0: 2.740217685699463 (2.4482820232709246) | > loss_gen: 2.209611654281616 (2.390602250893911) | > loss_kl: 2.489649772644043 (2.948376178741455) | > loss_feat: 5.285691261291504 (6.643128593762715) | > loss_mel: 17.22271728515625 (17.891125917434692) | > loss_duration: 2.245638847351074 (2.332597772280375) | > loss_1: 29.45330810546875 (32.2058302561442)  --> STEP: 13 | > loss_disc: 2.5986685752868652 (2.459850219579843) | > loss_disc_real_0: 0.1797916740179062 (0.1459051307577353) | > loss_disc_real_1: 0.14614808559417725 (0.2017493981581468) | > loss_disc_real_2: 0.19909225404262543 (0.20164181177432722) | > loss_disc_real_3: 0.329664409160614 (0.28061440243170804) | > loss_disc_real_4: 0.2811568081378937 (0.24546561791346624) | > loss_disc_real_5: 0.2585611045360565 (0.24649649629226097) | > loss_0: 2.5986685752868652 (2.459850219579843) | > loss_gen: 2.23648738861084 (2.3787472614875207) | > loss_kl: 3.3927321434020996 (2.982557406792274) | > loss_feat: 7.615224838256836 (6.717905227954571) | > loss_mel: 18.014524459838867 (17.900618113004246) | > loss_duration: 2.1948094367980957 (2.321998669550969) | > loss_1: 33.45377731323242 (32.30182618361253)  --> STEP: 14 | > loss_disc: 2.316340208053589 (2.449599504470825) | > loss_disc_real_0: 0.15660414099693298 (0.14666934577482088) | > loss_disc_real_1: 0.155643492937088 (0.19845611921378545) | > loss_disc_real_2: 0.17706120014190674 (0.19988605380058289) | > loss_disc_real_3: 0.2443060576915741 (0.2780209492359842) | > loss_disc_real_4: 0.22049148380756378 (0.24368175119161606) | > loss_disc_real_5: 0.1382361352443695 (0.23876361336026872) | > loss_0: 2.316340208053589 (2.449599504470825) | > loss_gen: 2.2116823196411133 (2.3668140513556346) | > loss_kl: 3.864866256713867 (3.0455794675009593) | > loss_feat: 8.05700969696045 (6.813555547169277) | > loss_mel: 19.869518280029297 (18.04125383922032) | > loss_duration: 2.419095754623413 (2.3289341756275723) | > loss_1: 36.42216873168945 (32.59613636561803)  --> STEP: 15 | > loss_disc: 2.4064345359802246 (2.446721839904785) | > loss_disc_real_0: 0.15555284917354584 (0.14726157933473588) | > loss_disc_real_1: 0.14971236884593964 (0.19520653585592906) | > loss_disc_real_2: 0.1811174899339676 (0.1986348162094752) | > loss_disc_real_3: 0.27227142453193665 (0.2776376475890477) | > loss_disc_real_4: 0.19892531633377075 (0.2406979888677597) | > loss_disc_real_5: 0.21879157423973083 (0.2374321440855662) | > loss_0: 2.4064345359802246 (2.446721839904785) | > loss_gen: 2.1818296909332275 (2.3544817606608075) | > loss_kl: 3.583934783935547 (3.0814698219299315) | > loss_feat: 6.20488166809082 (6.7729772885640465) | > loss_mel: 18.24894905090332 (18.055100186665854) | > loss_duration: 2.344784736633301 (2.3299908796946207) | > loss_1: 32.56438064575195 (32.59401931762696)  --> STEP: 16 | > loss_disc: 2.6004867553710938 (2.4563321471214294) | > loss_disc_real_0: 0.18206296861171722 (0.1494366661645472) | > loss_disc_real_1: 0.22606521844863892 (0.19713520351797342) | > loss_disc_real_2: 0.22129717469215393 (0.20005121361464262) | > loss_disc_real_3: 0.21490535140037537 (0.27371687907725567) | > loss_disc_real_4: 0.21978475153446198 (0.2393909115344286) | > loss_disc_real_5: 0.18979498744010925 (0.23445482179522514) | > loss_0: 2.6004867553710938 (2.4563321471214294) | > loss_gen: 2.087507963180542 (2.3377958983182907) | > loss_kl: 3.308067798614502 (3.0956321954727173) | > loss_feat: 6.252560615539551 (6.740451246500015) | > loss_mel: 14.149027824401855 (17.810970664024353) | > loss_duration: 2.403927803039551 (2.334611937403679) | > loss_1: 28.201091766357422 (32.319461345672615)  --> STEP: 17 | > loss_disc: 2.4820635318756104 (2.4578457579893223) | > loss_disc_real_0: 0.1251315176486969 (0.14800695154596777) | > loss_disc_real_1: 0.19391965866088867 (0.19694605382049785) | > loss_disc_real_2: 0.17499946057796478 (0.19857758108307333) | > loss_disc_real_3: 0.3086654543876648 (0.2757726776249268) | > loss_disc_real_4: 0.23039200901985168 (0.2388615643276888) | > loss_disc_real_5: 0.24171778559684753 (0.23488205496002645) | > loss_0: 2.4820635318756104 (2.4578457579893223) | > loss_gen: 2.2172610759735107 (2.3307056146509506) | > loss_kl: 2.420466423034668 (3.055916561799891) | > loss_feat: 5.3505096435546875 (6.658689975738525) | > loss_mel: 16.465730667114258 (17.73183889950023) | > loss_duration: 2.4518866539001465 (2.3415104501387654) | > loss_1: 28.905853271484375 (32.11866087072036)  --> STEP: 18 | > loss_disc: 2.3677773475646973 (2.4528419574101767) | > loss_disc_real_0: 0.06814108788967133 (0.14356995912061798) | > loss_disc_real_1: 0.1783400923013687 (0.19591238929165733) | > loss_disc_real_2: 0.20593445003032684 (0.19898629602458742) | > loss_disc_real_3: 0.27095431089401245 (0.27550499058432043) | > loss_disc_real_4: 0.2461971491575241 (0.2392690968182352) | > loss_disc_real_5: 0.2458856999874115 (0.23549336857265896) | > loss_0: 2.3677773475646973 (2.4528419574101767) | > loss_gen: 2.2129034996032715 (2.3241610527038574) | > loss_kl: 2.6542932987213135 (3.0336041582955255) | > loss_feat: 5.830233097076416 (6.6126645935906305) | > loss_mel: 15.243080139160156 (17.59357452392578) | > loss_duration: 2.254087448120117 (2.336653616693285) | > loss_1: 28.194599151611328 (31.900657441880966)  --> STEP: 19 | > loss_disc: 2.4516477584838867 (2.4527791048351086) | > loss_disc_real_0: 0.15931886434555054 (0.14439884886929863) | > loss_disc_real_1: 0.23315595090389252 (0.1978725767449329) | > loss_disc_real_2: 0.20307958126068115 (0.19920173208964498) | > loss_disc_real_3: 0.2364412099123001 (0.2734490021278983) | > loss_disc_real_4: 0.23577572405338287 (0.23908523509376928) | > loss_disc_real_5: 0.3188695013523102 (0.23988158608737745) | > loss_0: 2.4516477584838867 (2.4527791048351086) | > loss_gen: 2.5216331481933594 (2.3345543208875155) | > loss_kl: 2.1083717346191406 (2.984907714944137) | > loss_feat: 6.455566883087158 (6.604396293037816) | > loss_mel: 17.198932647705078 (17.572803898861533) | > loss_duration: 2.3066883087158203 (2.3350764952207865) | > loss_1: 30.5911922454834 (31.83173822101794)  --> STEP: 20 | > loss_disc: 2.265756845474243 (2.4434279918670656) | > loss_disc_real_0: 0.12505275011062622 (0.143431543931365) | > loss_disc_real_1: 0.13345396518707275 (0.19465164616703987) | > loss_disc_real_2: 0.20139366388320923 (0.1993113286793232) | > loss_disc_real_3: 0.24178293347358704 (0.27186569869518273) | > loss_disc_real_4: 0.2003234624862671 (0.23714714646339416) | > loss_disc_real_5: 0.1959095001220703 (0.2376829817891121) | > loss_0: 2.265756845474243 (2.4434279918670656) | > loss_gen: 2.2677621841430664 (2.331214714050293) | > loss_kl: 2.1636157035827637 (2.9438431143760684) | > loss_feat: 5.658323287963867 (6.557092642784118) | > loss_mel: 19.016014099121094 (17.64496440887451) | > loss_duration: 2.317896842956543 (2.3342175126075744) | > loss_1: 31.423614501953125 (31.811332035064698)  --> STEP: 21 | > loss_disc: 2.3403284549713135 (2.4385184901101247) | > loss_disc_real_0: 0.08567158132791519 (0.14068106952167692) | > loss_disc_real_1: 0.21134698390960693 (0.19544666225001925) | > loss_disc_real_2: 0.2036924660205841 (0.19951995426700228) | > loss_disc_real_3: 0.25981900095939636 (0.27129204642205) | > loss_disc_real_4: 0.2655524015426636 (0.2384997776576451) | > loss_disc_real_5: 0.28515684604644775 (0.23994364199184237) | > loss_0: 2.3403284549713135 (2.4385184901101247) | > loss_gen: 2.452329397201538 (2.336982079914638) | > loss_kl: 2.18353009223938 (2.9076377323695595) | > loss_feat: 6.406141757965088 (6.549904505411784) | > loss_mel: 15.306968688964844 (17.533631279355003) | > loss_duration: 2.208453893661499 (2.3282287688482377) | > loss_1: 28.557424545288086 (31.65638405936105)  --> STEP: 22 | > loss_disc: 2.705204963684082 (2.4506406025453042) | > loss_disc_real_0: 0.15272295475006104 (0.14122842794114893) | > loss_disc_real_1: 0.20475195348262787 (0.19586963003331964) | > loss_disc_real_2: 0.2489674985408783 (0.20176756991581482) | > loss_disc_real_3: 0.26165032386779785 (0.27085378630594764) | > loss_disc_real_4: 0.2726198434829712 (0.24005068974061447) | > loss_disc_real_5: 0.2676483690738678 (0.24120294776829806) | > loss_0: 2.705204963684082 (2.4506406025453042) | > loss_gen: 2.1128592491149902 (2.326794678514654) | > loss_kl: 2.175071954727173 (2.874339287931269) | > loss_feat: 7.123505592346191 (6.57597728209062) | > loss_mel: 18.87370491027832 (17.594543717124246) | > loss_duration: 2.1658859252929688 (2.3208495486866343) | > loss_1: 32.451026916503906 (31.69250418923118)  --> STEP: 23 | > loss_disc: 2.5923824310302734 (2.456803290740303) | > loss_disc_real_0: 0.15886449813842773 (0.14199521360190018) | > loss_disc_real_1: 0.2092026025056839 (0.19644932448863983) | > loss_disc_real_2: 0.20023271441459656 (0.2017008370679358) | > loss_disc_real_3: 0.25071418285369873 (0.26997815137324116) | > loss_disc_real_4: 0.2883184552192688 (0.24214928823968637) | > loss_disc_real_5: 0.24311627447605133 (0.24128613588602646) | > loss_0: 2.5923824310302734 (2.456803290740303) | > loss_gen: 2.172501564025879 (2.320086282232533) | > loss_kl: 2.212632656097412 (2.845569434373275) | > loss_feat: 5.697973728179932 (6.537803214529286) | > loss_mel: 17.831523895263672 (17.60484720313031) | > loss_duration: 2.279693841934204 (2.319060170132181) | > loss_1: 30.194324493408203 (31.627365941586703)  --> STEP: 24 | > loss_disc: 2.334933042526245 (2.451725363731384) | > loss_disc_real_0: 0.14690575003623962 (0.14219981928666434) | > loss_disc_real_1: 0.21942536532878876 (0.19740665952364603) | > loss_disc_real_2: 0.1716483235359192 (0.20044864900410175) | > loss_disc_real_3: 0.24574516713619232 (0.2689684436966974) | > loss_disc_real_4: 0.23244987428188324 (0.2417451459914446) | > loss_disc_real_5: 0.2483403980731964 (0.24158006347715855) | > loss_0: 2.334933042526245 (2.451725363731384) | > loss_gen: 2.2998290061950684 (2.3192422290643058) | > loss_kl: 2.206416130065918 (2.818938046693802) | > loss_feat: 6.226907730102539 (6.524849236011505) | > loss_mel: 17.107515335083008 (17.58412504196167) | > loss_duration: 2.3938496112823486 (2.3221763968467717) | > loss_1: 30.234519958496094 (31.56933069229126)  --> STEP: 25 | > loss_disc: 2.5096306800842285 (2.4540415763854977) | > loss_disc_real_0: 0.10223470628261566 (0.1406012147665024) | > loss_disc_real_1: 0.1585422307252884 (0.19585208237171173) | > loss_disc_real_2: 0.16537903249263763 (0.1990458643436432) | > loss_disc_real_3: 0.28551796078681946 (0.26963042438030227) | > loss_disc_real_4: 0.2424396425485611 (0.24177292585372925) | > loss_disc_real_5: 0.26828351616859436 (0.24264820158481598) | > loss_0: 2.5096306800842285 (2.4540415763854977) | > loss_gen: 2.0583105087280273 (2.3088049602508547) | > loss_kl: 2.6256637573242188 (2.8112070751190186) | > loss_feat: 5.798495769500732 (6.495795097351074) | > loss_mel: 17.338041305541992 (17.574281692504883) | > loss_duration: 2.35546875 (2.323508090972901) | > loss_1: 30.175979614257812 (31.513596649169923)  --> STEP: 26 | > loss_disc: 2.5269033908843994 (2.456843953866225) | > loss_disc_real_0: 0.10247813165187836 (0.13913494233901685) | > loss_disc_real_1: 0.1921740174293518 (0.19571061833546713) | > loss_disc_real_2: 0.20932194590568542 (0.19944109824987558) | > loss_disc_real_3: 0.21188832819461823 (0.26740957452700675) | > loss_disc_real_4: 0.18188269436359406 (0.23946945541180098) | > loss_disc_real_5: 0.1856909841299057 (0.24045753937501174) | > loss_0: 2.5269033908843994 (2.456843953866225) | > loss_gen: 1.7710788249969482 (2.288123185818012) | > loss_kl: 2.328054904937744 (2.792624299342816) | > loss_feat: 7.953909873962402 (6.551876434913049) | > loss_mel: 13.612858772277832 (17.42191927249615) | > loss_duration: 2.3030781745910645 (2.322722324958215) | > loss_1: 27.96898078918457 (31.377265269939716) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023986192849966195 (-4.383233877328693e-06) | > avg_loss_disc: 2.456843953866225 (-0.08604634725130555) | > avg_loss_disc_real_0: 0.13913494233901685 (+0.0005504460288928148) | > avg_loss_disc_real_1: 0.19571061833546713 (-0.0871881768107414) | > avg_loss_disc_real_2: 0.19944109824987558 (-0.03852781825340712) | > avg_loss_disc_real_3: 0.26740957452700675 (+0.014879771150075327) | > avg_loss_disc_real_4: 0.23946945541180098 (+0.007379734172270863) | > avg_loss_disc_real_5: 0.24045753937501174 (+0.004351904185918659) | > avg_loss_0: 2.456843953866225 (-0.08604634725130555) | > avg_loss_gen: 2.288123185818012 (-0.014051217299240637) | > avg_loss_kl: 2.792624299342816 (+0.08480713000664375) | > avg_loss_feat: 6.551876434913049 (+0.20298752417931087) | > avg_loss_mel: 17.42191927249615 (-0.5193175535935595) | > avg_loss_duration: 2.322722324958215 (-0.010006024287296356) | > avg_loss_1: 31.377265269939716 (-0.2555803152231064)  > EPOCH: 531/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:32:40)   --> TIME: 2024-06-11 14:32:48 -- STEP: 19/330 -- GLOBAL_STEP: 263250 | > loss_disc: 2.326504707336426 (2.334272359546862) | > loss_disc_real_0: 0.09373146295547485 (0.10489087120482796) | > loss_disc_real_1: 0.20522627234458923 (0.1978613765616166) | > loss_disc_real_2: 0.22620908915996552 (0.2091319019857206) | > loss_disc_real_3: 0.23996570706367493 (0.2286353997494045) | > loss_disc_real_4: 0.24421460926532745 (0.23154525694094205) | > loss_disc_real_5: 0.26979267597198486 (0.22754226546538503) | > loss_0: 2.326504707336426 (2.334272359546862) | > grad_norm_0: tensor(22.1760, device='cuda:0') (tensor(15.5999, device='cuda:0')) | > loss_gen: 2.451655864715576 (2.4980213265669975) | > loss_kl: 1.7076371908187866 (1.8435363832272982) | > loss_feat: 7.25370454788208 (6.982609673550255) | > loss_mel: 17.486385345458984 (17.945812727275648) | > loss_duration: 2.0120527744293213 (2.0902424360576433) | > loss_1: 30.911436080932617 (31.36022206356651) | > grad_norm_1: tensor(239.0947, device='cuda:0') (tensor(148.8992, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3436 (0.35410284996032715) | > loader_time: 0.0029 (0.003001664814196135)  --> TIME: 2024-06-11 14:32:58 -- STEP: 44/330 -- GLOBAL_STEP: 263275 | > loss_disc: 2.330212116241455 (2.3544577360153203) | > loss_disc_real_0: 0.11857005953788757 (0.1080680304968899) | > loss_disc_real_1: 0.19922928512096405 (0.19746447117491203) | > loss_disc_real_2: 0.2049119621515274 (0.21054124967618423) | > loss_disc_real_3: 0.2329826056957245 (0.22810715436935425) | > loss_disc_real_4: 0.2613416016101837 (0.22927829657088628) | > loss_disc_real_5: 0.2276218831539154 (0.22214415364644743) | > loss_0: 2.330212116241455 (2.3544577360153203) | > grad_norm_0: tensor(23.6589, device='cuda:0') (tensor(13.6826, device='cuda:0')) | > loss_gen: 2.5113701820373535 (2.481132491068406) | > loss_kl: 2.0275180339813232 (1.8851754394444553) | > loss_feat: 7.400990009307861 (7.03506688638167) | > loss_mel: 18.06243133544922 (17.898534471338447) | > loss_duration: 1.9192672967910767 (2.03290529684587) | > loss_1: 31.92157745361328 (31.33281443335793) | > grad_norm_1: tensor(260.2078, device='cuda:0') (tensor(141.1104, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3419 (0.35537079247561365) | > loader_time: 0.0032 (0.0032634626735340466)  --> TIME: 2024-06-11 14:33:07 -- STEP: 69/330 -- GLOBAL_STEP: 263300 | > loss_disc: 2.3422598838806152 (2.35971394483594) | > loss_disc_real_0: 0.10467775911092758 (0.10945504115543504) | > loss_disc_real_1: 0.2256939560174942 (0.19866409811420718) | > loss_disc_real_2: 0.20345419645309448 (0.21121747467828833) | > loss_disc_real_3: 0.22318565845489502 (0.22960975809373718) | > loss_disc_real_4: 0.23923231661319733 (0.23080783585707346) | > loss_disc_real_5: 0.22201412916183472 (0.2235425432091174) | > loss_0: 2.3422598838806152 (2.35971394483594) | > grad_norm_0: tensor(31.0965, device='cuda:0') (tensor(14.5226, device='cuda:0')) | > loss_gen: 2.497117757797241 (2.4721469499062794) | > loss_kl: 1.8910236358642578 (1.909619687260061) | > loss_feat: 7.55912971496582 (6.965313842331153) | > loss_mel: 17.304094314575195 (17.818903549857755) | > loss_duration: 1.971069097518921 (2.0177155318467523) | > loss_1: 31.222434997558594 (31.183699400528617) | > grad_norm_1: tensor(261.0866, device='cuda:0') (tensor(160.3471, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3657 (0.36172542710235156) | > loader_time: 0.0036 (0.003360834674558778)  --> TIME: 2024-06-11 14:33:17 -- STEP: 94/330 -- GLOBAL_STEP: 263325 | > loss_disc: 2.377363443374634 (2.3569234026239285) | > loss_disc_real_0: 0.155414417386055 (0.11197834414370517) | > loss_disc_real_1: 0.2444853037595749 (0.19954208157798078) | > loss_disc_real_2: 0.20307976007461548 (0.21170903599642693) | > loss_disc_real_3: 0.22553248703479767 (0.2279880535095296) | > loss_disc_real_4: 0.23517006635665894 (0.23046868453000455) | > loss_disc_real_5: 0.2354285717010498 (0.22219487041869063) | > loss_0: 2.377363443374634 (2.3569234026239285) | > grad_norm_0: tensor(25.9096, device='cuda:0') (tensor(14.8168, device='cuda:0')) | > loss_gen: 2.456171751022339 (2.4782040144534823) | > loss_kl: 1.855575680732727 (1.925753320785279) | > loss_feat: 6.620326042175293 (6.998506682984372) | > loss_mel: 17.93716812133789 (17.83623520871425) | > loss_duration: 2.038602828979492 (2.0139970956964706) | > loss_1: 30.90784454345703 (31.252696280783795) | > grad_norm_1: tensor(233.2262, device='cuda:0') (tensor(164.0076, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3918 (0.3655690867850121) | > loader_time: 0.0048 (0.0035389129151689245)  --> TIME: 2024-06-11 14:33:27 -- STEP: 119/330 -- GLOBAL_STEP: 263350 | > loss_disc: 2.399790048599243 (2.3520307801350824) | > loss_disc_real_0: 0.14700092375278473 (0.11271977618712337) | > loss_disc_real_1: 0.252995103597641 (0.19812085473236918) | > loss_disc_real_2: 0.24468453228473663 (0.21134215956475555) | > loss_disc_real_3: 0.22457443177700043 (0.22798296007789484) | > loss_disc_real_4: 0.23050890862941742 (0.2299184915648789) | > loss_disc_real_5: 0.21512526273727417 (0.22234592855978413) | > loss_0: 2.399790048599243 (2.3520307801350824) | > grad_norm_0: tensor(39.8064, device='cuda:0') (tensor(17.0180, device='cuda:0')) | > loss_gen: 2.5748696327209473 (2.4925418180577896) | > loss_kl: 1.9748127460479736 (1.927582230888495) | > loss_feat: 7.168132781982422 (7.0341072643504425) | > loss_mel: 18.546066284179688 (17.830771630551624) | > loss_duration: 1.9944849014282227 (2.0141372670646485) | > loss_1: 32.258365631103516 (31.299140208909492) | > grad_norm_1: tensor(166.3098, device='cuda:0') (tensor(189.3575, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3825 (0.3705909492588845) | > loader_time: 0.0045 (0.0037079137914321)  --> TIME: 2024-06-11 14:33:37 -- STEP: 144/330 -- GLOBAL_STEP: 263375 | > loss_disc: 2.3627357482910156 (2.357868340280321) | > loss_disc_real_0: 0.1575547605752945 (0.11501329878552093) | > loss_disc_real_1: 0.17970910668373108 (0.19877959446360666) | > loss_disc_real_2: 0.22277237474918365 (0.21193646018703782) | > loss_disc_real_3: 0.22072188556194305 (0.22879105226861107) | > loss_disc_real_4: 0.2248312532901764 (0.22927958952883878) | > loss_disc_real_5: 0.2131599336862564 (0.222206927008099) | > loss_0: 2.3627357482910156 (2.357868340280321) | > grad_norm_0: tensor(35.6477, device='cuda:0') (tensor(18.6809, device='cuda:0')) | > loss_gen: 2.453618049621582 (2.4927592327197394) | > loss_kl: 2.0662119388580322 (1.936312772333622) | > loss_feat: 7.5704426765441895 (7.026869118213654) | > loss_mel: 18.08271598815918 (17.829052925109856) | > loss_duration: 2.02392315864563 (2.018265062736141) | > loss_1: 32.1969108581543 (31.303259121047127) | > grad_norm_1: tensor(150.6170, device='cuda:0') (tensor(200.1329, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.4239 (0.37483002079857725) | > loader_time: 0.0055 (0.0038385440905888877)  --> TIME: 2024-06-11 14:33:47 -- STEP: 169/330 -- GLOBAL_STEP: 263400 | > loss_disc: 2.2104570865631104 (2.3557221254653484) | > loss_disc_real_0: 0.079498291015625 (0.11474214048956978) | > loss_disc_real_1: 0.2010328471660614 (0.19889380258215955) | > loss_disc_real_2: 0.19651572406291962 (0.21134001863073323) | > loss_disc_real_3: 0.22632503509521484 (0.22883254139733739) | > loss_disc_real_4: 0.1972547024488449 (0.229680273836181) | > loss_disc_real_5: 0.19321808218955994 (0.2218164113851694) | > loss_0: 2.2104570865631104 (2.3557221254653484) | > grad_norm_0: tensor(20.2955, device='cuda:0') (tensor(20.6567, device='cuda:0')) | > loss_gen: 2.7767279148101807 (2.5013731809762803) | > loss_kl: 1.9183573722839355 (1.9394511739177818) | > loss_feat: 7.426649570465088 (7.04129901581262) | > loss_mel: 17.75954246520996 (17.817384843995576) | > loss_duration: 2.065319538116455 (2.0232445072140237) | > loss_1: 31.946596145629883 (31.32275274378308) | > grad_norm_1: tensor(372.3177, device='cuda:0') (tensor(219.6096, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3788 (0.37713157495803395) | > loader_time: 0.0041 (0.003929396352824374)  --> TIME: 2024-06-11 14:33:57 -- STEP: 194/330 -- GLOBAL_STEP: 263425 | > loss_disc: 2.4213833808898926 (2.357064275397467) | > loss_disc_real_0: 0.07801388204097748 (0.11528026066797296) | > loss_disc_real_1: 0.19731780886650085 (0.19990788200466902) | > loss_disc_real_2: 0.250555157661438 (0.21202777280020968) | > loss_disc_real_3: 0.2520601749420166 (0.22877478468971155) | > loss_disc_real_4: 0.2390151470899582 (0.22909630251299476) | > loss_disc_real_5: 0.22452689707279205 (0.22167492473555594) | > loss_0: 2.4213833808898926 (2.357064275397467) | > grad_norm_0: tensor(58.1013, device='cuda:0') (tensor(23.0980, device='cuda:0')) | > loss_gen: 2.4691162109375 (2.506200081294344) | > loss_kl: 2.084594964981079 (1.943120045760243) | > loss_feat: 6.776846885681152 (7.055114655150581) | > loss_mel: 17.3985595703125 (17.782981921717056) | > loss_duration: 2.04758882522583 (2.030369836645031) | > loss_1: 30.77670669555664 (31.317786600171907) | > grad_norm_1: tensor(464.3363, device='cuda:0') (tensor(239.6392, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3881 (0.37888869428143074) | > loader_time: 0.0046 (0.0040208850939249235)  --> TIME: 2024-06-11 14:34:07 -- STEP: 219/330 -- GLOBAL_STEP: 263450 | > loss_disc: 2.415945529937744 (2.360327665119955) | > loss_disc_real_0: 0.06682055443525314 (0.11662527750412079) | > loss_disc_real_1: 0.2312738299369812 (0.2004032184680303) | > loss_disc_real_2: 0.22024527192115784 (0.21196508162642186) | > loss_disc_real_3: 0.2333459109067917 (0.22897111410147522) | > loss_disc_real_4: 0.227229505777359 (0.22885691792997595) | > loss_disc_real_5: 0.1927013397216797 (0.22172936450128686) | > loss_0: 2.415945529937744 (2.360327665119955) | > grad_norm_0: tensor(39.3171, device='cuda:0') (tensor(25.7818, device='cuda:0')) | > loss_gen: 2.4493887424468994 (2.506281149441793) | > loss_kl: 2.0723319053649902 (1.9490271583539711) | > loss_feat: 7.1037492752075195 (7.049710739693141) | > loss_mel: 18.187461853027344 (17.762900252320442) | > loss_duration: 2.0921554565429688 (2.037601252669071) | > loss_1: 31.905086517333984 (31.305520628140943) | > grad_norm_1: tensor(399.5119, device='cuda:0') (tensor(258.6736, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.3947 (0.3813298717481362) | > loader_time: 0.0046 (0.0041262091022648195)  --> TIME: 2024-06-11 14:34:17 -- STEP: 244/330 -- GLOBAL_STEP: 263475 | > loss_disc: 2.4324207305908203 (2.3636255195883455) | > loss_disc_real_0: 0.11252377927303314 (0.11769053765923762) | > loss_disc_real_1: 0.2205544114112854 (0.20067988085697908) | > loss_disc_real_2: 0.18421633541584015 (0.21191854634490176) | > loss_disc_real_3: 0.2277621030807495 (0.229338887895717) | > loss_disc_real_4: 0.20863550901412964 (0.22897328124915967) | > loss_disc_real_5: 0.20173513889312744 (0.22164542893650102) | > loss_0: 2.4324207305908203 (2.3636255195883455) | > grad_norm_0: tensor(59.2054, device='cuda:0') (tensor(26.9058, device='cuda:0')) | > loss_gen: 2.3467583656311035 (2.500922709214883) | > loss_kl: 1.9750467538833618 (1.9525581979360738) | > loss_feat: 6.880439758300781 (7.030092341000916) | > loss_mel: 16.914785385131836 (17.722798159865075) | > loss_duration: 2.0470144748687744 (2.045821174734931) | > loss_1: 30.164043426513672 (31.252192637959464) | > grad_norm_1: tensor(311.3092, device='cuda:0') (tensor(270.6226, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.4259 (0.3848533786711147) | > loader_time: 0.005 (0.004243196034040604)  --> TIME: 2024-06-11 14:34:29 -- STEP: 269/330 -- GLOBAL_STEP: 263500 | > loss_disc: 2.2956180572509766 (2.3626845246354002) | > loss_disc_real_0: 0.14037567377090454 (0.1181332951058464) | > loss_disc_real_1: 0.1908763200044632 (0.20034891112143222) | > loss_disc_real_2: 0.19536153972148895 (0.2120399748747234) | > loss_disc_real_3: 0.20194168388843536 (0.22913591203636396) | > loss_disc_real_4: 0.22417713701725006 (0.22871047718152682) | > loss_disc_real_5: 0.1809401661157608 (0.2211725897948538) | > loss_0: 2.2956180572509766 (2.3626845246354002) | > grad_norm_0: tensor(60.0437, device='cuda:0') (tensor(27.7442, device='cuda:0')) | > loss_gen: 2.569638967514038 (2.499801556860204) | > loss_kl: 1.9483333826065063 (1.9574820911130941) | > loss_feat: 7.021691799163818 (7.062138529072021) | > loss_mel: 17.232040405273438 (17.703372274632784) | > loss_duration: 2.155444622039795 (2.0539072902672375) | > loss_1: 30.927148818969727 (31.276701781829495) | > grad_norm_1: tensor(644.6039, device='cuda:0') (tensor(284.0039, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.4519 (0.3896891538981612) | > loader_time: 0.0061 (0.004393830175293419) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_263500.pth  --> TIME: 2024-06-11 14:34:45 -- STEP: 294/330 -- GLOBAL_STEP: 263525 | > loss_disc: 2.325657844543457 (2.363595143467392) | > loss_disc_real_0: 0.07669361680746078 (0.11915441717775095) | > loss_disc_real_1: 0.23583436012268066 (0.20048382792140354) | > loss_disc_real_2: 0.24367228150367737 (0.21226819670524735) | > loss_disc_real_3: 0.22597242891788483 (0.2290768128674046) | > loss_disc_real_4: 0.2042890042066574 (0.2288166409751185) | > loss_disc_real_5: 0.237166166305542 (0.22136883032159735) | > loss_0: 2.325657844543457 (2.363595143467392) | > grad_norm_0: tensor(35.3985, device='cuda:0') (tensor(29.7311, device='cuda:0')) | > loss_gen: 2.600672483444214 (2.5010491220318545) | > loss_kl: 2.0177760124206543 (1.957991367294675) | > loss_feat: 7.483794212341309 (7.075419919020464) | > loss_mel: 17.741683959960938 (17.658924913730736) | > loss_duration: 2.205109119415283 (2.0635079530631635) | > loss_1: 32.049034118652344 (31.256893326636074) | > grad_norm_1: tensor(567.3013, device='cuda:0') (tensor(302.2972, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.4614 (0.39587174791868046) | > loader_time: 0.0065 (0.004575361199930408)  --> TIME: 2024-06-11 14:34:58 -- STEP: 319/330 -- GLOBAL_STEP: 263550 | > loss_disc: 2.2825887203216553 (2.363375950009099) | > loss_disc_real_0: 0.13024276494979858 (0.11957157894875563) | > loss_disc_real_1: 0.18847058713436127 (0.20025035823026804) | > loss_disc_real_2: 0.22280701994895935 (0.2121996240556054) | > loss_disc_real_3: 0.2525841295719147 (0.22922570587699312) | > loss_disc_real_4: 0.22097988426685333 (0.22911010864760062) | > loss_disc_real_5: 0.24074380099773407 (0.22136224796966322) | > loss_0: 2.2825887203216553 (2.363375950009099) | > grad_norm_0: tensor(7.0486, device='cuda:0') (tensor(30.5181, device='cuda:0')) | > loss_gen: 2.539848566055298 (2.506180266227841) | > loss_kl: 2.0384202003479004 (1.960997937241318) | > loss_feat: 8.220897674560547 (7.115539609077956) | > loss_mel: 17.2642879486084 (17.61815666031313) | > loss_duration: 2.244152545928955 (2.0769124871884794) | > loss_1: 32.3076057434082 (31.277787002276476) | > grad_norm_1: tensor(579.5370, device='cuda:0') (tensor(312.7433, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.5469 (0.40565887887649776) | > loader_time: 0.0075 (0.004780678166117411)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.552138566970825 (2.552138566970825) | > loss_disc_real_0: 0.10093046724796295 (0.10093046724796295) | > loss_disc_real_1: 0.2653866410255432 (0.2653866410255432) | > loss_disc_real_2: 0.22558709979057312 (0.22558709979057312) | > loss_disc_real_3: 0.20691972970962524 (0.20691972970962524) | > loss_disc_real_4: 0.26588186621665955 (0.26588186621665955) | > loss_disc_real_5: 0.2647313177585602 (0.2647313177585602) | > loss_0: 2.552138566970825 (2.552138566970825) | > loss_gen: 2.2759833335876465 (2.2759833335876465) | > loss_kl: 2.022674560546875 (2.022674560546875) | > loss_feat: 7.904102325439453 (7.904102325439453) | > loss_mel: 17.931198120117188 (17.931198120117188) | > loss_duration: 2.991966485977173 (2.991966485977173) | > loss_1: 33.12592697143555 (33.12592697143555)  --> STEP: 1 | > loss_disc: 2.369842767715454 (2.369842767715454) | > loss_disc_real_0: 0.09229820966720581 (0.09229820966720581) | > loss_disc_real_1: 0.20898252725601196 (0.20898252725601196) | > loss_disc_real_2: 0.2023267298936844 (0.2023267298936844) | > loss_disc_real_3: 0.20346614718437195 (0.20346614718437195) | > loss_disc_real_4: 0.2254057079553604 (0.2254057079553604) | > loss_disc_real_5: 0.1911989003419876 (0.1911989003419876) | > loss_0: 2.369842767715454 (2.369842767715454) | > loss_gen: 2.125027894973755 (2.125027894973755) | > loss_kl: 2.1636874675750732 (2.1636874675750732) | > loss_feat: 5.623690128326416 (5.623690128326416) | > loss_mel: 15.753067970275879 (15.753067970275879) | > loss_duration: 2.407219886779785 (2.407219886779785) | > loss_1: 28.07269287109375 (28.07269287109375)  --> STEP: 2 | > loss_disc: 2.549464702606201 (2.4596537351608276) | > loss_disc_real_0: 0.12267172336578369 (0.10748496651649475) | > loss_disc_real_1: 0.33517131209373474 (0.27207691967487335) | > loss_disc_real_2: 0.19638344645500183 (0.1993550881743431) | > loss_disc_real_3: 0.23086532950401306 (0.2171657383441925) | > loss_disc_real_4: 0.22479361295700073 (0.22509966045618057) | > loss_disc_real_5: 0.21919721364974976 (0.20519805699586868) | > loss_0: 2.549464702606201 (2.4596537351608276) | > loss_gen: 2.2420785427093506 (2.1835532188415527) | > loss_kl: 2.724179983139038 (2.4439337253570557) | > loss_feat: 6.69014835357666 (6.156919240951538) | > loss_mel: 19.450435638427734 (17.601751804351807) | > loss_duration: 2.474487781524658 (2.4408538341522217) | > loss_1: 33.58133316040039 (30.82701301574707)  --> STEP: 3 | > loss_disc: 2.618694305419922 (2.512667258580526) | > loss_disc_real_0: 0.11030565947294235 (0.10842519750197728) | > loss_disc_real_1: 0.2867485284805298 (0.2769674559434255) | > loss_disc_real_2: 0.22818899154663086 (0.20896638929843903) | > loss_disc_real_3: 0.2762370705604553 (0.23685618241628012) | > loss_disc_real_4: 0.25152626633644104 (0.23390852908293405) | > loss_disc_real_5: 0.2125537097454071 (0.20764994124571481) | > loss_0: 2.618694305419922 (2.512667258580526) | > loss_gen: 2.1103804111480713 (2.1591622829437256) | > loss_kl: 3.0848891735076904 (2.657585541407267) | > loss_feat: 5.2133402824401855 (5.842392921447754) | > loss_mel: 17.404653549194336 (17.536052385965984) | > loss_duration: 2.312065839767456 (2.3979245026906333) | > loss_1: 30.125328063964844 (30.59311803181966)  --> STEP: 4 | > loss_disc: 2.475684642791748 (2.5034216046333313) | > loss_disc_real_0: 0.16298024356365204 (0.12206395901739597) | > loss_disc_real_1: 0.16334980726242065 (0.24856304377317429) | > loss_disc_real_2: 0.24329645931720734 (0.2175489068031311) | > loss_disc_real_3: 0.25719958543777466 (0.24194203317165375) | > loss_disc_real_4: 0.23542742431163788 (0.23428825289011002) | > loss_disc_real_5: 0.20685143768787384 (0.20745031535625458) | > loss_0: 2.475684642791748 (2.5034216046333313) | > loss_gen: 2.334047794342041 (2.2028836607933044) | > loss_kl: 3.9768590927124023 (2.987403929233551) | > loss_feat: 6.785900115966797 (6.078269720077515) | > loss_mel: 16.635986328125 (17.311035871505737) | > loss_duration: 2.3767101764678955 (2.3926209211349487) | > loss_1: 32.10950469970703 (30.972214698791504)  --> STEP: 5 | > loss_disc: 2.1561784744262695 (2.433972978591919) | > loss_disc_real_0: 0.07297118008136749 (0.11224540323019028) | > loss_disc_real_1: 0.27173012495040894 (0.2531964600086212) | > loss_disc_real_2: 0.1706041544675827 (0.2081599563360214) | > loss_disc_real_3: 0.1872996836900711 (0.23101356327533723) | > loss_disc_real_4: 0.22148510813713074 (0.23172762393951415) | > loss_disc_real_5: 0.2023378163576126 (0.20642781555652617) | > loss_0: 2.1561784744262695 (2.433972978591919) | > loss_gen: 2.564180612564087 (2.275143051147461) | > loss_kl: 2.6056501865386963 (2.91105318069458) | > loss_feat: 6.572505950927734 (6.177116966247558) | > loss_mel: 19.540843963623047 (17.756997489929198) | > loss_duration: 2.4221949577331543 (2.39853572845459) | > loss_1: 33.70537567138672 (31.518846893310545)  --> STEP: 6 | > loss_disc: 2.836674451828003 (2.501089890797933) | > loss_disc_real_0: 0.13641342520713806 (0.11627340689301491) | > loss_disc_real_1: 0.24968476593494415 (0.2526111776630084) | > loss_disc_real_2: 0.25189220905303955 (0.2154486651221911) | > loss_disc_real_3: 0.24428166449069977 (0.23322491347789764) | > loss_disc_real_4: 0.2739062011241913 (0.23875738680362701) | > loss_disc_real_5: 0.3083936274051666 (0.2234221175312996) | > loss_0: 2.836674451828003 (2.501089890797933) | > loss_gen: 2.2708616256713867 (2.2744294802347818) | > loss_kl: 2.0322532653808594 (2.7645865281422934) | > loss_feat: 5.263510227203369 (6.02484917640686) | > loss_mel: 17.629079818725586 (17.73567787806193) | > loss_duration: 2.2014129161834717 (2.3656819264094033) | > loss_1: 29.397117614746094 (31.165225346883137)  --> STEP: 7 | > loss_disc: 2.3249166011810303 (2.4759222779955183) | > loss_disc_real_0: 0.11359124630689621 (0.11589024109499795) | > loss_disc_real_1: 0.22386230528354645 (0.2485041958945138) | > loss_disc_real_2: 0.21900895237922668 (0.2159572775874819) | > loss_disc_real_3: 0.21865242719650269 (0.23114312972341264) | > loss_disc_real_4: 0.2544519007205963 (0.24099946022033691) | > loss_disc_real_5: 0.18890175223350525 (0.21849063677447184) | > loss_0: 2.3249166011810303 (2.4759222779955183) | > loss_gen: 2.3985395431518555 (2.2921594892229353) | > loss_kl: 3.7289164066314697 (2.9023479393550327) | > loss_feat: 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39.59172439575195 (32.5384783744812)  --> STEP: 9 | > loss_disc: 2.5805389881134033 (2.4868476655748157) | > loss_disc_real_0: 0.15922337770462036 (0.11714356392621994) | > loss_disc_real_1: 0.2555553913116455 (0.24514901472462547) | > loss_disc_real_2: 0.17316186428070068 (0.20829286840226915) | > loss_disc_real_3: 0.19775469601154327 (0.23219453791777292) | > loss_disc_real_4: 0.22342954576015472 (0.23398487104309929) | > loss_disc_real_5: 0.19683735072612762 (0.21737946073214212) | > loss_0: 2.5805389881134033 (2.4868476655748157) | > loss_gen: 2.0889501571655273 (2.2467976411183677) | > loss_kl: 2.8891947269439697 (2.9307188193003335) | > loss_feat: 10.616571426391602 (7.277434560987684) | > loss_mel: 18.105255126953125 (18.098751809861923) | > loss_duration: 2.1583328247070312 (2.3536445564693875) | > loss_1: 35.85830307006836 (32.907347785102)  --> STEP: 10 | > loss_disc: 2.4383022785186768 (2.4819931268692015) | > loss_disc_real_0: 0.1719895303249359 (0.12262816056609153) | > loss_disc_real_1: 0.29890820384025574 (0.2505249336361885) | > loss_disc_real_2: 0.1712387353181839 (0.20458745509386062) | > loss_disc_real_3: 0.19700975716114044 (0.22867605984210967) | > loss_disc_real_4: 0.16807463765144348 (0.22739384770393373) | > loss_disc_real_5: 0.17607198655605316 (0.21324871331453324) | > loss_0: 2.4383022785186768 (2.4819931268692015) | > loss_gen: 2.1281027793884277 (2.2349281549453734) | > loss_kl: 2.200087785720825 (2.857655715942383) | > loss_feat: 7.255282402038574 (7.275219345092774) | > loss_mel: 17.228546142578125 (18.011731243133546) | > loss_duration: 2.3662445545196533 (2.354904556274414) | > loss_1: 31.178264617919922 (32.73443946838379)  --> STEP: 11 | > loss_disc: 2.3600637912750244 (2.4709086418151855) | > loss_disc_real_0: 0.08009734749794006 (0.1187617230144414) | > loss_disc_real_1: 0.2749505639076233 (0.2527454454790462) | > loss_disc_real_2: 0.19730670750141144 (0.20392556894909253) | > loss_disc_real_3: 0.23306071758270264 (0.2290746650912545) | > loss_disc_real_4: 0.18181945383548737 (0.22325072098862042) | > loss_disc_real_5: 0.16919593513011932 (0.20924391529776834) | > loss_0: 2.3600637912750244 (2.4709086418151855) | > loss_gen: 2.1827101707458496 (2.2301810654726895) | > loss_kl: 3.190100908279419 (2.887878006154841) | > loss_feat: 6.412853240966797 (7.196822426535866) | > loss_mel: 16.999290466308594 (17.919691172513094) | > loss_duration: 2.506956100463867 (2.3687274239280005) | > loss_1: 31.291912078857422 (32.603300614790484)  --> STEP: 12 | > loss_disc: 2.5413103103637695 (2.4767754475275674) | > loss_disc_real_0: 0.10860365629196167 (0.11791521745423476) | > loss_disc_real_1: 0.32806044816970825 (0.25902169570326805) | > loss_disc_real_2: 0.24523796141147614 (0.2073682683209578) | > loss_disc_real_3: 0.221700519323349 (0.22846015294392905) | > loss_disc_real_4: 0.2316875010728836 (0.22395378599564233) | > loss_disc_real_5: 0.19800490140914917 (0.20830733080705008) | > loss_0: 2.5413103103637695 (2.4767754475275674) | > loss_gen: 2.2194314002990723 (2.229285260041555) | > loss_kl: 2.4538357257843018 (2.8517078161239624) | > loss_feat: 5.541696071624756 (7.058895230293274) | > loss_mel: 16.92738914489746 (17.83699933687846) | > loss_duration: 2.240766763687134 (2.358064035574595) | > loss_1: 29.38311767578125 (32.33495203653971)  --> STEP: 13 | > loss_disc: 2.533086061477661 (2.4811070332160363) | > loss_disc_real_0: 0.10890334099531174 (0.11722199618816376) | > loss_disc_real_1: 0.3364107608795166 (0.2649747007168256) | > loss_disc_real_2: 0.20038460195064545 (0.20683106321554917) | > loss_disc_real_3: 0.26656392216682434 (0.23139121211492097) | > loss_disc_real_4: 0.2823539078235626 (0.22844610305932853) | > loss_disc_real_5: 0.2122390866279602 (0.2086097735625047) | > loss_0: 2.533086061477661 (2.4811070332160363) | > loss_gen: 2.369389057159424 (2.2400624752044678) | > loss_kl: 3.014815092086792 (2.8642545296595645) | > loss_feat: 6.009100914001465 (6.97814182134775) | > loss_mel: 17.70455551147461 (17.826811350308933) | > loss_duration: 2.219353675842285 (2.3473940079028788) | > loss_1: 31.317214965820312 (32.256664569561295)  --> STEP: 14 | > loss_disc: 2.397932529449463 (2.47516599723271) | > loss_disc_real_0: 0.1453680545091629 (0.11923242892537798) | > loss_disc_real_1: 0.28138190507888794 (0.2661466438855443) | > loss_disc_real_2: 0.15256616473197937 (0.20295499903815134) | > loss_disc_real_3: 0.19145911931991577 (0.2285389197724206) | > loss_disc_real_4: 0.24757921695709229 (0.22981275405202592) | > loss_disc_real_5: 0.22752352058887482 (0.2099607554929597) | > loss_0: 2.397932529449463 (2.47516599723271) | > loss_gen: 2.4147140979766846 (2.252537591116769) | > loss_kl: 3.044093132019043 (2.8771001441138133) | > loss_feat: 6.72012186050415 (6.959711824144636) | > loss_mel: 18.685121536254883 (17.888119220733646) | > loss_duration: 2.4252126216888428 (2.352952480316162) | > loss_1: 33.28926467895508 (32.33042172023228)  --> STEP: 15 | > loss_disc: 2.5567290782928467 (2.4806035359700522) | > loss_disc_real_0: 0.2149328887462616 (0.12561245958010356) | > loss_disc_real_1: 0.2793048620223999 (0.26702385842800136) | > loss_disc_real_2: 0.22825583815574646 (0.204641721645991) | > loss_disc_real_3: 0.22501277923583984 (0.22830384373664855) | > loss_disc_real_4: 0.23019108176231384 (0.22983797589937846) | > loss_disc_real_5: 0.30320703983306885 (0.21617717444896697) | > loss_0: 2.5567290782928467 (2.4806035359700522) | > loss_gen: 2.3718760013580322 (2.2604934851328533) | > loss_kl: 3.566230535507202 (2.9230421702067058) | > loss_feat: 7.7644829750061035 (7.013363234202067) | > loss_mel: 17.955827713012695 (17.892633120218917) | > loss_duration: 2.36494779586792 (2.3537521680196125) | > loss_1: 34.02336502075195 (32.443284606933595)  --> STEP: 16 | > loss_disc: 2.5624966621398926 (2.485721856355667) | > loss_disc_real_0: 0.07269970327615738 (0.12230541231110692) | > loss_disc_real_1: 0.28889745473861694 (0.2683909581974148) | > loss_disc_real_2: 0.19002002477645874 (0.20372786559164524) | > loss_disc_real_3: 0.24188752472400665 (0.22915282379835844) | > loss_disc_real_4: 0.21943756937980652 (0.2291879504919052) | > loss_disc_real_5: 0.1995517462491989 (0.21513808518648148) | > loss_0: 2.5624966621398926 (2.485721856355667) | > loss_gen: 2.0476863384246826 (2.2471930384635925) | > loss_kl: 3.1669681072235107 (2.938287541270256) | > loss_feat: 7.717945575714111 (7.05739963054657) | > loss_mel: 17.796890258789062 (17.88664919137955) | > loss_duration: 2.373595714569092 (2.354992389678955) | > loss_1: 33.103084564208984 (32.484522104263306)  --> STEP: 17 | > loss_disc: 2.469395637512207 (2.484761490541346) | > loss_disc_real_0: 0.1482226550579071 (0.12382995600209516) | > loss_disc_real_1: 0.25695568323135376 (0.2677182949641171) | > loss_disc_real_2: 0.19849561154842377 (0.20342008594204397) | > loss_disc_real_3: 0.208427295088768 (0.22793367505073547) | > loss_disc_real_4: 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(17.737694840682185) | > loss_duration: 2.381214141845703 (2.3581382475401225) | > loss_1: 30.691181182861328 (32.3629284908897)  --> STEP: 20 | > loss_disc: 2.4997129440307617 (2.4721372246742246) | > loss_disc_real_0: 0.1303926408290863 (0.11975279785692691) | > loss_disc_real_1: 0.22104114294052124 (0.2640464328229427) | > loss_disc_real_2: 0.22504375874996185 (0.2056300587952137) | > loss_disc_real_3: 0.1923275589942932 (0.22310459166765212) | > loss_disc_real_4: 0.20910558104515076 (0.22524866089224815) | > loss_disc_real_5: 0.16920827329158783 (0.20751646012067795) | > loss_0: 2.4997129440307617 (2.4721372246742246) | > loss_gen: 2.3061635494232178 (2.256013798713684) | > loss_kl: 2.109933614730835 (2.82954803109169) | > loss_feat: 7.6910858154296875 (7.173537683486939) | > loss_mel: 17.924734115600586 (17.747046804428102) | > loss_duration: 2.2907633781433105 (2.354769504070282) | > loss_1: 32.32268142700195 (32.36091613769531)  --> STEP: 21 | > loss_disc: 2.68680739402771 (2.4823596136910573) | > loss_disc_real_0: 0.18382799625396729 (0.1228039977805955) | > loss_disc_real_1: 0.3042377531528473 (0.26596030521960484) | > loss_disc_real_2: 0.23988130688667297 (0.2072610706090927) | > loss_disc_real_3: 0.2942359745502472 (0.22649180037634714) | > loss_disc_real_4: 0.2664613723754883 (0.22721117096287863) | > loss_disc_real_5: 0.23829419910907745 (0.20898206673917316) | > loss_0: 2.68680739402771 (2.4823596136910573) | > loss_gen: 2.254897356033325 (2.255960634776524) | > loss_kl: 2.54276442527771 (2.815891668910072) | > loss_feat: 4.757866859436035 (7.058505739484515) | > loss_mel: 14.795804023742676 (17.60651143391927) | > loss_duration: 2.1618664264678955 (2.345583643232073) | > loss_1: 26.513200759887695 (32.082453500656854)  --> STEP: 22 | > loss_disc: 2.5714645385742188 (2.486409837549383) | > loss_disc_real_0: 0.1315457820892334 (0.12320135161280632) | > loss_disc_real_1: 0.33077001571655273 (0.26890620115128433) | > loss_disc_real_2: 0.20390062034130096 (0.20710832286964764) | > loss_disc_real_3: 0.15398338437080383 (0.22319596328518607) | > loss_disc_real_4: 0.2181628942489624 (0.22679988565770062) | > loss_disc_real_5: 0.16653986275196075 (0.20705287564884534) | > loss_0: 2.5714645385742188 (2.486409837549383) | > loss_gen: 2.01314377784729 (2.2449235049161045) | > loss_kl: 2.0548458099365234 (2.781298675320365) | > loss_feat: 6.556661128997803 (7.035694620826027) | > loss_mel: 17.686092376708984 (17.61012874950062) | > loss_duration: 2.1776862144470215 (2.337951941923661) | > loss_1: 30.48843002319336 (32.00999788804488)  --> STEP: 23 | > loss_disc: 2.413532257080078 (2.483241247094196) | > loss_disc_real_0: 0.1318718045949936 (0.12357832782942316) | > loss_disc_real_1: 0.27598991990089417 (0.2692141889230065) | > loss_disc_real_2: 0.1975809782743454 (0.20669409049593884) | > loss_disc_real_3: 0.2327544093132019 (0.2236115478950998) | > loss_disc_real_4: 0.2215663492679596 (0.2265723405972771) | > loss_disc_real_5: 0.19552284479141235 (0.20655156995939172) | > loss_0: 2.413532257080078 (2.483241247094196) | > loss_gen: 2.299420118331909 (2.2472929228907046) | > loss_kl: 2.5672664642333984 (2.771992927012236) | > loss_feat: 6.389275550842285 (7.007589443870213) | > loss_mel: 17.882596969604492 (17.621975193852965) | > loss_duration: 2.2505271434783936 (2.3341508637303887) | > loss_1: 31.389083862304688 (31.983001626056172)  --> STEP: 24 | > loss_disc: 2.539699077606201 (2.4855936566988626) | > loss_disc_real_0: 0.11531220376491547 (0.123233905993402) | > loss_disc_real_1: 0.19645461440086365 (0.2661825399845839) | > loss_disc_real_2: 0.13664579391479492 (0.2037754114717245) | > loss_disc_real_3: 0.2324039340019226 (0.22397789731621742) | > loss_disc_real_4: 0.19769731163978577 (0.22536921439071497) | > loss_disc_real_5: 0.2375662922859192 (0.20784385005633035) | > loss_0: 2.539699077606201 (2.4855936566988626) | > loss_gen: 1.9292094707489014 (2.2340394457181296) | > loss_kl: 2.418354034423828 (2.757257973154386) | > loss_feat: 6.33208703994751 (6.979443510373433) | > loss_mel: 16.56117820739746 (17.577775319417317) | > loss_duration: 2.4012269973754883 (2.336945702632268) | > loss_1: 29.64205551147461 (31.885462204615276)  --> STEP: 25 | > loss_disc: 2.668837070465088 (2.492923393249512) | > loss_disc_real_0: 0.2302556037902832 (0.12751477390527724) | > loss_disc_real_1: 0.3202182650566101 (0.268343968987465) | > loss_disc_real_2: 0.25209006667137146 (0.20570799767971037) | > loss_disc_real_3: 0.22731909155845642 (0.22411154508590697) | > loss_disc_real_4: 0.2416990101337433 (0.2260224062204361) | > loss_disc_real_5: 0.21181334555149078 (0.20800262987613677) | > loss_0: 2.668837070465088 (2.492923393249512) | > loss_gen: 2.237577438354492 (2.234180965423584) | > loss_kl: 3.032982349395752 (2.7682869482040404) | > loss_feat: 5.103824138641357 (6.904418735504151) | > loss_mel: 16.287572860717773 (17.526167221069336) | > loss_duration: 2.380413055419922 (2.338684396743774) | > loss_1: 29.042369842529297 (31.771738510131836)  --> STEP: 26 | > loss_disc: 2.572438955307007 (2.495981684097877) | > loss_disc_real_0: 0.1898404359817505 (0.12991191475437236) | > loss_disc_real_1: 0.2751818299293518 (0.268606963639076) | > loss_disc_real_2: 0.24330243468284607 (0.2071539375644464) | > loss_disc_real_3: 0.29871171712875366 (0.22698078247217032) | > loss_disc_real_4: 0.25726479291915894 (0.2272240364780793) | > loss_disc_real_5: 0.2619849741458893 (0.21007887388651186) | > loss_0: 2.572438955307007 (2.495981684097877) | > loss_gen: 2.202085494995117 (2.2329465242532582) | > loss_kl: 2.2493999004364014 (2.748329754059131) | > loss_feat: 4.901261329650879 (6.827374219894409) | > loss_mel: 9.777322769165039 (17.22813474214994) | > loss_duration: 2.2982425689697266 (2.3371289418293877) | > loss_1: 21.428312301635742 (31.373914425189678) --> EVAL PERFORMANCE | > avg_loader_time: 0.002492748774014986 (+9.412948901836669e-05) | > avg_loss_disc: 2.495981684097877 (+0.039137730231652235) | > avg_loss_disc_real_0: 0.12991191475437236 (-0.009223027584644494) | > avg_loss_disc_real_1: 0.268606963639076 (+0.07289634530360886) | > avg_loss_disc_real_2: 0.2071539375644464 (+0.007712839314570813) | > avg_loss_disc_real_3: 0.22698078247217032 (-0.04042879205483643) | > avg_loss_disc_real_4: 0.2272240364780793 (-0.012245418933721691) | > avg_loss_disc_real_5: 0.21007887388651186 (-0.03037866548849988) | > avg_loss_0: 2.495981684097877 (+0.039137730231652235) | > avg_loss_gen: 2.2329465242532582 (-0.05517666156475398) | > avg_loss_kl: 2.748329754059131 (-0.044294545283684705) | > avg_loss_feat: 6.827374219894409 (+0.27549778498136046) | > avg_loss_mel: 17.22813474214994 (-0.19378453034621046) | > avg_loss_duration: 2.3371289418293877 (+0.014406616871172506) | > avg_loss_1: 31.373914425189678 (-0.0033508447500381067)  > EPOCH: 532/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:35:24)   --> TIME: 2024-06-11 14:35:31 -- STEP: 14/330 -- GLOBAL_STEP: 263575 | > loss_disc: 2.294088125228882 (2.342089823314122) | > loss_disc_real_0: 0.09942010045051575 (0.10856277389185769) | > loss_disc_real_1: 0.2193380445241928 (0.2048639197434698) | > loss_disc_real_2: 0.1824021190404892 (0.2052515936749322) | > loss_disc_real_3: 0.2573292553424835 (0.22967670219285147) | > loss_disc_real_4: 0.19876258075237274 (0.22575176720108306) | > loss_disc_real_5: 0.20961551368236542 (0.22140212782791682) | > loss_0: 2.294088125228882 (2.342089823314122) | > grad_norm_0: tensor(21.0573, device='cuda:0') (tensor(11.0384, device='cuda:0')) | > loss_gen: 2.506737470626831 (2.4735575573784963) | > loss_kl: 1.887001395225525 (1.9253539953913008) | > loss_feat: 6.990649223327637 (6.804185015814645) | > loss_mel: 18.003887176513672 (17.925300598144535) | > loss_duration: 2.024970054626465 (2.1073021207536966) | > loss_1: 31.413246154785156 (31.2356995173863) | > grad_norm_1: tensor(248.3532, device='cuda:0') (tensor(103.2267, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.377 (0.37182366847991943) | > loader_time: 0.004 (0.0031619582857404438)  --> TIME: 2024-06-11 14:35:40 -- STEP: 39/330 -- GLOBAL_STEP: 263600 | > loss_disc: 2.25057315826416 (2.355153199953911) | > loss_disc_real_0: 0.1032768189907074 (0.11238101525948598) | > loss_disc_real_1: 0.1692459136247635 (0.20167700869914812) | > loss_disc_real_2: 0.1858636885881424 (0.20987281738183436) | > loss_disc_real_3: 0.18522509932518005 (0.22952055931091309) | > loss_disc_real_4: 0.21220599114894867 (0.23098845741687676) | > loss_disc_real_5: 0.20152923464775085 (0.22165001852390093) | > loss_0: 2.25057315826416 (2.355153199953911) | > grad_norm_0: tensor(5.4327, device='cuda:0') (tensor(9.3852, device='cuda:0')) | > loss_gen: 2.4372105598449707 (2.4840105313521166) | > loss_kl: 1.8958028554916382 (1.9375949211609669) | > loss_feat: 7.808931350708008 (6.967137165558644) | > loss_mel: 18.0664005279541 (18.000437907683544) | > loss_duration: 2.028564691543579 (2.039543964923955) | > loss_1: 32.236907958984375 (31.428724533472305) | > grad_norm_1: tensor(85.5256, device='cuda:0') (tensor(93.7092, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.3563 (0.3682328187502347) | > loader_time: 0.0031 (0.0033237200516920825)  --> TIME: 2024-06-11 14:35:50 -- STEP: 64/330 -- GLOBAL_STEP: 263625 | > loss_disc: 2.4148480892181396 (2.352858819067478) | > loss_disc_real_0: 0.1226191371679306 (0.11064082710072398) | > loss_disc_real_1: 0.21811604499816895 (0.20028480957262218) | > loss_disc_real_2: 0.2421940565109253 (0.2108996114693582) | > loss_disc_real_3: 0.2115209698677063 (0.22809793148189783) | > loss_disc_real_4: 0.24872492253780365 (0.23166876938194036) | > loss_disc_real_5: 0.23085343837738037 (0.22318131919018924) | > loss_0: 2.4148480892181396 (2.352858819067478) | > grad_norm_0: tensor(9.4021, device='cuda:0') (tensor(9.5383, device='cuda:0')) | > loss_gen: 2.402015447616577 (2.4867526218295097) | > loss_kl: 1.940954566001892 (1.9220688696950674) | > loss_feat: 6.559578895568848 (6.992022529244423) | > loss_mel: 18.190519332885742 (17.94703981280327) | > loss_duration: 2.0129928588867188 (2.021877981722354) | > loss_1: 31.106060028076172 (31.369761765003204) | > grad_norm_1: tensor(149.8081, device='cuda:0') (tensor(107.5229, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.3843 (0.36820632964372635) | > loader_time: 0.0035 (0.003593839704990387)  --> TIME: 2024-06-11 14:35:59 -- STEP: 89/330 -- GLOBAL_STEP: 263650 | > loss_disc: 2.3152267932891846 (2.3587797598892384) | > loss_disc_real_0: 0.09266795217990875 (0.1128828347231565) | > loss_disc_real_1: 0.1970498412847519 (0.20013806274097956) | > loss_disc_real_2: 0.270913302898407 (0.21039251514365165) | > loss_disc_real_3: 0.2452549934387207 (0.22897161827998214) | > loss_disc_real_4: 0.22211526334285736 (0.2322072112158443) | > loss_disc_real_5: 0.20246155560016632 (0.2236995641769988) | > loss_0: 2.3152267932891846 (2.3587797598892384) | > grad_norm_0: tensor(9.7446, device='cuda:0') (tensor(9.9014, device='cuda:0')) | > loss_gen: 2.4998538494110107 (2.4804398075918135) | > loss_kl: 1.9359534978866577 (1.9322972953989264) | > loss_feat: 6.913391590118408 (6.977982397829549) | > loss_mel: 17.10151481628418 (17.85736679762937) | > loss_duration: 2.015439510345459 (2.0146664340844307) | > loss_1: 30.46615219116211 (31.26275268297517) | > grad_norm_1: tensor(154.0431, device='cuda:0') (tensor(110.7814, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.3678 (0.36905092335818857) | > loader_time: 0.0035 (0.0036743785558121926)  --> TIME: 2024-06-11 14:36:09 -- STEP: 114/330 -- GLOBAL_STEP: 263675 | > loss_disc: 2.3925094604492188 (2.3608728772715515) | > loss_disc_real_0: 0.11609986424446106 (0.11267311001817386) | > loss_disc_real_1: 0.23131346702575684 (0.20002518136773192) | > loss_disc_real_2: 0.21233464777469635 (0.21045950015908793) | > loss_disc_real_3: 0.21205441653728485 (0.22988667077662653) | > loss_disc_real_4: 0.21441742777824402 (0.23140837565848701) | > loss_disc_real_5: 0.23482228815555573 (0.22389571198768782) | > loss_0: 2.3925094604492188 (2.3608728772715515) | > grad_norm_0: tensor(22.9254, device='cuda:0') (tensor(11.2661, device='cuda:0')) | > loss_gen: 2.501624584197998 (2.4777869718116627) | > loss_kl: 1.9280105829238892 (1.9284553161838598) | > loss_feat: 7.382782936096191 (6.99661774384348) | > loss_mel: 19.350452423095703 (17.837287635133983) | > loss_duration: 2.023289680480957 (2.014331722468659) | > loss_1: 33.186161041259766 (31.254479341339646) | > grad_norm_1: tensor(181.3172, device='cuda:0') (tensor(124.5140, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.377 (0.37120777473115085) | > loader_time: 0.0038 (0.0037812914764671995)  --> TIME: 2024-06-11 14:36:18 -- STEP: 139/330 -- GLOBAL_STEP: 263700 | > loss_disc: 2.440732955932617 (2.361693174718952) | > loss_disc_real_0: 0.15425796806812286 (0.11331110485166099) | > loss_disc_real_1: 0.19091524183750153 (0.20009233829357642) | > loss_disc_real_2: 0.2337525337934494 (0.2107506063130262) | > loss_disc_real_3: 0.2196589559316635 (0.22975773637672123) | > loss_disc_real_4: 0.22162705659866333 (0.2308730896857145) | > loss_disc_real_5: 0.19127412140369415 (0.22349636781987525) | > loss_0: 2.440732955932617 (2.361693174718952) | > grad_norm_0: tensor(12.1331, device='cuda:0') (tensor(12.8831, device='cuda:0')) | > loss_gen: 2.3985960483551025 (2.47422191221937) | > loss_kl: 2.006941556930542 (1.9299090963473422) | > loss_feat: 7.521881103515625 (6.995517919389463) | > loss_mel: 17.58815574645996 (17.84332977953575) | > loss_duration: 2.0886447429656982 (2.0188551540855015) | > loss_1: 31.604217529296875 (31.2618338358488) | > grad_norm_1: tensor(92.9246, device='cuda:0') (tensor(138.6766, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.369 (0.37252065260633294) | > loader_time: 0.005 (0.0038848952423754354)  --> TIME: 2024-06-11 14:36:28 -- STEP: 164/330 -- GLOBAL_STEP: 263725 | > loss_disc: 2.36887264251709 (2.358137806741203) | > loss_disc_real_0: 0.1661738157272339 (0.11389173499149523) | > loss_disc_real_1: 0.22894585132598877 (0.1994008233816158) | > loss_disc_real_2: 0.212020605802536 (0.21090160246665882) | > loss_disc_real_3: 0.2673032581806183 (0.22944414134069188) | > loss_disc_real_4: 0.24846966564655304 (0.22996280069758251) | > loss_disc_real_5: 0.24011433124542236 (0.22286677124296747) | > loss_0: 2.36887264251709 (2.358137806741203) | > grad_norm_0: tensor(38.3706, device='cuda:0') (tensor(14.9288, device='cuda:0')) | > loss_gen: 2.4674549102783203 (2.4798756169109812) | > loss_kl: 2.010143280029297 (1.9333383419164798) | > loss_feat: 6.967910289764404 (7.023939353663746) | > loss_mel: 17.307680130004883 (17.841197304609338) | > loss_duration: 2.1023168563842773 (2.021869185494212) | > loss_1: 30.855506896972656 (31.300219756800953) | > grad_norm_1: tensor(267.1053, device='cuda:0') (tensor(166.8849, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.3958 (0.37502315567760935) | > loader_time: 0.0048 (0.003994698931531206)  --> TIME: 2024-06-11 14:36:39 -- STEP: 189/330 -- GLOBAL_STEP: 263750 | > loss_disc: 2.362490653991699 (2.3558562306499993) | > loss_disc_real_0: 0.06314823031425476 (0.11442850021615864) | > loss_disc_real_1: 0.18641483783721924 (0.19868478037062143) | > loss_disc_real_2: 0.21731364727020264 (0.2104758076251499) | > loss_disc_real_3: 0.2173582911491394 (0.22941594015038203) | > loss_disc_real_4: 0.2246345579624176 (0.22957523380007064) | > loss_disc_real_5: 0.23843663930892944 (0.22207894881881735) | > loss_0: 2.362490653991699 (2.3558562306499993) | > grad_norm_0: tensor(25.3400, device='cuda:0') (tensor(17.6494, device='cuda:0')) | > loss_gen: 2.5679149627685547 (2.484386293976396) | > loss_kl: 1.9147979021072388 (1.9335182268152793) | > loss_feat: 7.313716888427734 (7.042074831705244) | > loss_mel: 17.807533264160156 (17.795844617974826) | > loss_duration: 2.1028425693511963 (2.0286350628686316) | > loss_1: 31.706806182861328 (31.284459028294478) | > grad_norm_1: tensor(318.3098, device='cuda:0') (tensor(185.4674, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.3913 (0.3783012470871052) | > loader_time: 0.0052 (0.0041275844372138755)  --> TIME: 2024-06-11 14:36:49 -- STEP: 214/330 -- GLOBAL_STEP: 263775 | > loss_disc: 2.407125234603882 (2.357663092212141) | > loss_disc_real_0: 0.07704127579927444 (0.1160277185317512) | > loss_disc_real_1: 0.18380871415138245 (0.19910856816813208) | > loss_disc_real_2: 0.2424805909395218 (0.21056675897023386) | > loss_disc_real_3: 0.22356444597244263 (0.22953611278088293) | > loss_disc_real_4: 0.22649553418159485 (0.22946629944805788) | > loss_disc_real_5: 0.24449127912521362 (0.22188109737411837) | > loss_0: 2.407125234603882 (2.357663092212141) | > grad_norm_0: tensor(70.3164, device='cuda:0') (tensor(20.9223, device='cuda:0')) | > loss_gen: 2.3587193489074707 (2.490777298668836) | > loss_kl: 2.0617809295654297 (1.9444526445085757) | > loss_feat: 6.693086624145508 (7.048038763420603) | > loss_mel: 16.310382843017578 (17.750562306876493) | > loss_duration: 2.1560816764831543 (2.0361233114082125) | > loss_1: 29.58005142211914 (31.269954333795564) | > grad_norm_1: tensor(280.4045, device='cuda:0') (tensor(209.3124, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.4007 (0.3822574114131036) | > loader_time: 0.0054 (0.0042489020623893365)  --> TIME: 2024-06-11 14:37:00 -- STEP: 239/330 -- GLOBAL_STEP: 263800 | > loss_disc: 2.3157567977905273 (2.356462690121957) | > loss_disc_real_0: 0.16209077835083008 (0.11761787555581857) | > loss_disc_real_1: 0.19442012906074524 (0.1994657785199177) | > loss_disc_real_2: 0.22735364735126495 (0.21087161616800218) | > loss_disc_real_3: 0.2276620864868164 (0.22904789560010744) | > loss_disc_real_4: 0.2306828498840332 (0.22842239018015284) | > loss_disc_real_5: 0.19117896258831024 (0.2212602167573434) | > loss_0: 2.3157567977905273 (2.356462690121957) | > grad_norm_0: tensor(64.8053, device='cuda:0') (tensor(24.1039, device='cuda:0')) | > loss_gen: 2.4414989948272705 (2.496340708752557) | > loss_kl: 1.870208978652954 (1.9462915574157587) | > loss_feat: 7.00856351852417 (7.047681612948493) | > loss_mel: 17.782211303710938 (17.708493939004683) | > loss_duration: 2.0845725536346436 (2.044215663207626) | > loss_1: 31.187055587768555 (31.24302347733885) | > grad_norm_1: tensor(442.3792, device='cuda:0') (tensor(230.5960, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.4248 (0.3853964107305934) | > loader_time: 0.0054 (0.00438646791370344)  --> TIME: 2024-06-11 14:37:11 -- STEP: 264/330 -- GLOBAL_STEP: 263825 | > loss_disc: 2.3272273540496826 (2.3597514999635285) | > loss_disc_real_0: 0.16195514798164368 (0.11826936869571608) | > loss_disc_real_1: 0.2018738090991974 (0.1995049580705888) | > loss_disc_real_2: 0.19438830018043518 (0.21079276993193408) | > loss_disc_real_3: 0.2238767445087433 (0.22890401287286571) | > loss_disc_real_4: 0.23338522017002106 (0.22867266032280345) | > loss_disc_real_5: 0.20170514285564423 (0.22162829943452822) | > loss_0: 2.3272273540496826 (2.3597514999635285) | > grad_norm_0: tensor(18.7084, device='cuda:0') (tensor(26.0354, device='cuda:0')) | > loss_gen: 2.6341540813446045 (2.4968738583001233) | > loss_kl: 1.98238205909729 (1.9497740905393253) | > loss_feat: 7.562195777893066 (7.058467796354581) | > loss_mel: 16.803667068481445 (17.68087592269435) | > loss_duration: 2.1446051597595215 (2.051670461893082) | > loss_1: 31.127002716064453 (31.237662127523713) | > grad_norm_1: tensor(537.2132, device='cuda:0') (tensor(248.6435, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.4497 (0.389825648430622) | > loader_time: 0.006 (0.004538610126032974)  --> TIME: 2024-06-11 14:37:22 -- STEP: 289/330 -- GLOBAL_STEP: 263850 | > loss_disc: 2.402203321456909 (2.359482766847709) | > loss_disc_real_0: 0.1407547891139984 (0.11831563742103049) | > loss_disc_real_1: 0.22443446516990662 (0.19939978717210793) | > loss_disc_real_2: 0.2196396142244339 (0.21075613755462078) | > loss_disc_real_3: 0.24265559017658234 (0.22900817875837373) | > loss_disc_real_4: 0.21529625356197357 (0.228687746869239) | > loss_disc_real_5: 0.21732881665229797 (0.22162716255674725) | > loss_0: 2.402203321456909 (2.359482766847709) | > grad_norm_0: tensor(52.3769, device='cuda:0') (tensor(26.6857, device='cuda:0')) | > loss_gen: 2.5216662883758545 (2.496338036646068) | > loss_kl: 1.8573154211044312 (1.9547684621645918) | > loss_feat: 6.164420127868652 (7.059864136586962) | > loss_mel: 16.999135971069336 (17.619673273555133) | > loss_duration: 2.191976547241211 (2.0609822034010836) | > loss_1: 29.734512329101562 (31.19162610987891) | > grad_norm_1: tensor(428.9353, device='cuda:0') (tensor(262.0996, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.4681 (0.3955754969771758) | > loader_time: 0.0066 (0.004708383322587063)  --> TIME: 2024-06-11 14:37:35 -- STEP: 314/330 -- GLOBAL_STEP: 263875 | > loss_disc: 2.3762478828430176 (2.362633932927612) | > loss_disc_real_0: 0.1277579963207245 (0.11918829943818651) | > loss_disc_real_1: 0.2087457776069641 (0.19969281722690643) | > loss_disc_real_2: 0.23194736242294312 (0.21133887169847063) | > loss_disc_real_3: 0.23368985950946808 (0.2293005560993389) | > loss_disc_real_4: 0.23400616645812988 (0.22907419569173437) | > loss_disc_real_5: 0.23221445083618164 (0.2219575879869947) | > loss_0: 2.3762478828430176 (2.362633932927612) | > grad_norm_0: tensor(30.2054, device='cuda:0') (tensor(28.0407, device='cuda:0')) | > loss_gen: 2.435305118560791 (2.4912006900568677) | > loss_kl: 1.939417839050293 (1.9600752121323992) | > loss_feat: 7.035516738891602 (7.064199289698506) | > loss_mel: 16.678743362426758 (17.558151779660754) | > loss_duration: 2.268486976623535 (2.073302724558837) | > loss_1: 30.357471466064453 (31.14692969231089) | > grad_norm_1: tensor(409.3989, device='cuda:0') (tensor(275.4513, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.5168 (0.4034553735878818) | > loader_time: 0.0081 (0.00492617051312878)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2473082542419434 (2.2473082542419434) | > loss_disc_real_0: 0.0938129648566246 (0.0938129648566246) | > loss_disc_real_1: 0.23899319767951965 (0.23899319767951965) | > loss_disc_real_2: 0.29127994179725647 (0.29127994179725647) | > loss_disc_real_3: 0.26155611872673035 (0.26155611872673035) | > loss_disc_real_4: 0.25580352544784546 (0.25580352544784546) | > loss_disc_real_5: 0.19121812283992767 (0.19121812283992767) | > loss_0: 2.2473082542419434 (2.2473082542419434) | > loss_gen: 2.6926214694976807 (2.6926214694976807) | > loss_kl: 3.306433916091919 (3.306433916091919) | > loss_feat: 7.633212089538574 (7.633212089538574) | > loss_mel: 17.535991668701172 (17.535991668701172) | > loss_duration: 2.891040325164795 (2.891040325164795) | > loss_1: 34.05929946899414 (34.05929946899414)  --> STEP: 1 | > loss_disc: 2.438900947570801 (2.438900947570801) | > loss_disc_real_0: 0.07076028734445572 (0.07076028734445572) | > loss_disc_real_1: 0.2571551501750946 (0.2571551501750946) | > loss_disc_real_2: 0.2823864221572876 (0.2823864221572876) | > loss_disc_real_3: 0.2865849435329437 (0.2865849435329437) | > loss_disc_real_4: 0.2824285328388214 (0.2824285328388214) | > loss_disc_real_5: 0.2652272880077362 (0.2652272880077362) | > loss_0: 2.438900947570801 (2.438900947570801) | > loss_gen: 2.5417890548706055 (2.5417890548706055) | > loss_kl: 2.496262311935425 (2.496262311935425) | > loss_feat: 5.723316669464111 (5.723316669464111) | > loss_mel: 17.419837951660156 (17.419837951660156) | > loss_duration: 2.368885040283203 (2.368885040283203) | > loss_1: 30.550090789794922 (30.550090789794922)  --> STEP: 2 | > loss_disc: 2.496317148208618 (2.4676090478897095) | > loss_disc_real_0: 0.10637539625167847 (0.08856784179806709) | > loss_disc_real_1: 0.19894374907016754 (0.22804944962263107) | > loss_disc_real_2: 0.23134896159172058 (0.2568676918745041) | > loss_disc_real_3: 0.3143126964569092 (0.30044881999492645) | > loss_disc_real_4: 0.25493961572647095 (0.2686840742826462) | > loss_disc_real_5: 0.22203125059604645 (0.24362926930189133) | > loss_0: 2.496317148208618 (2.4676090478897095) | > loss_gen: 2.4186153411865234 (2.4802021980285645) | > loss_kl: 3.074261426925659 (2.785261869430542) | > loss_feat: 6.656014919281006 (6.189665794372559) | > loss_mel: 19.23858642578125 (18.329212188720703) | > loss_duration: 2.4843180179595947 (2.426601529121399) | > loss_1: 33.871795654296875 (32.2109432220459)  --> STEP: 3 | > loss_disc: 2.53314208984375 (2.489453395207723) | > loss_disc_real_0: 0.15474537014961243 (0.11062701791524887) | > loss_disc_real_1: 0.20542259514331818 (0.22050716479619345) | > loss_disc_real_2: 0.22715520858764648 (0.2469635307788849) | > loss_disc_real_3: 0.34297263622283936 (0.31462342540423077) | > loss_disc_real_4: 0.24818316102027893 (0.26185043652852374) | > loss_disc_real_5: 0.2581237256526947 (0.24846075475215912) | > loss_0: 2.53314208984375 (2.489453395207723) | > loss_gen: 2.40541410446167 (2.455272833506266) | > loss_kl: 3.5683271884918213 (3.0462836424509683) | > loss_feat: 6.597350597381592 (6.325560728708903) | > loss_mel: 17.35565948486328 (18.00469462076823) | > loss_duration: 2.3874058723449707 (2.413536310195923) | > loss_1: 32.31415939331055 (32.245348612467446)  --> STEP: 4 | > loss_disc: 2.4536945819854736 (2.4805136919021606) | > loss_disc_real_0: 0.13133090734481812 (0.11580299027264118) | > loss_disc_real_1: 0.2270621806383133 (0.2221459187567234) | > loss_disc_real_2: 0.21823109686374664 (0.23978042230010033) | > loss_disc_real_3: 0.29237234592437744 (0.3090606555342674) | > loss_disc_real_4: 0.26591622829437256 (0.26286688446998596) | > loss_disc_real_5: 0.2788459062576294 (0.2560570426285267) | > loss_0: 2.4536945819854736 (2.4805136919021606) | > loss_gen: 2.5314807891845703 (2.4743248224258423) | > loss_kl: 3.450122356414795 (3.147243320941925) | > loss_feat: 6.6821608543396 (6.414710760116577) | > loss_mel: 17.917030334472656 (17.982778549194336) | > loss_duration: 2.2866921424865723 (2.381825268268585) | > loss_1: 32.86748504638672 (32.400882720947266)  --> STEP: 5 | > loss_disc: 2.6919233798980713 (2.522795629501343) | > loss_disc_real_0: 0.22078946232795715 (0.13680028468370437) | > loss_disc_real_1: 0.24026693403720856 (0.22577012181282044) | > loss_disc_real_2: 0.26641905307769775 (0.24510814845561982) | > loss_disc_real_3: 0.3124777376651764 (0.30974407196044923) | > loss_disc_real_4: 0.2810817360877991 (0.2665098547935486) | > loss_disc_real_5: 0.28810492157936096 (0.26246661841869356) | > loss_0: 2.6919233798980713 (2.522795629501343) | > loss_gen: 2.2497849464416504 (2.429416847229004) | > loss_kl: 2.722487449645996 (3.062292146682739) | > loss_feat: 4.29445743560791 (5.990660095214844) | > loss_mel: 17.31306266784668 (17.848835372924803) | > loss_duration: 2.3537850379943848 (2.376217222213745) | > loss_1: 28.933576583862305 (31.707421493530273)  --> STEP: 6 | > loss_disc: 2.450157403945923 (2.5106892585754395) | > loss_disc_real_0: 0.12652727961540222 (0.1350881171723207) | > loss_disc_real_1: 0.1910254955291748 (0.21997935076554617) | > loss_disc_real_2: 0.19369249045848846 (0.2365388721227646) | > loss_disc_real_3: 0.24244354665279388 (0.2985273177425067) | > loss_disc_real_4: 0.2481851577758789 (0.26345573862393695) | > loss_disc_real_5: 0.18206119537353516 (0.2490657145778338) | > loss_0: 2.450157403945923 (2.5106892585754395) | > loss_gen: 2.2573888301849365 (2.4007455110549927) | > loss_kl: 2.677264451980591 (2.9981208642323813) | > loss_feat: 5.413172245025635 (5.894412120183309) | > loss_mel: 18.69457244873047 (17.98979155222575) | > loss_duration: 2.1677112579345703 (2.341466228167216) | > loss_1: 31.21010971069336 (31.62453619639079)  --> STEP: 7 | > loss_disc: 2.061691999435425 (2.446546792984009) | > loss_disc_real_0: 0.1570240557193756 (0.13822182267904282) | > loss_disc_real_1: 0.19271765649318695 (0.216084823012352) | > loss_disc_real_2: 0.2421492338180542 (0.23734035236494883) | > loss_disc_real_3: 0.24116890132427216 (0.29033325825418743) | > loss_disc_real_4: 0.20935383439064026 (0.25572689516203745) | > loss_disc_real_5: 0.20028696954250336 (0.24209732242992946) | > loss_0: 2.061691999435425 (2.446546792984009) | > loss_gen: 2.9006049633026123 (2.472154004233224) | > loss_kl: 3.8148584365844727 (3.11479766028268) | > loss_feat: 7.827061176300049 (6.1705048424857) | > loss_mel: 18.630990982055664 (18.08139147077288) | > loss_duration: 2.5766959190368652 (2.375070469720023) | > loss_1: 35.75020980834961 (32.21391814095633)  --> STEP: 8 | > loss_disc: 2.7141618728637695 (2.479998677968979) | > loss_disc_real_0: 0.1890881061553955 (0.1445801081135869) | > loss_disc_real_1: 0.2418096661567688 (0.2193004284054041) | > loss_disc_real_2: 0.23092027008533478 (0.23653784207999706) | > loss_disc_real_3: 0.33351433277130127 (0.2957308925688267) | > loss_disc_real_4: 0.26750317215919495 (0.25719892978668213) | > loss_disc_real_5: 0.2996099293231964 (0.24928639829158783) | > loss_0: 2.7141618728637695 (2.479998677968979) | > loss_gen: 2.1865930557250977 (2.4364588856697083) | > loss_kl: 2.375128984451294 (3.0223390758037567) | > loss_feat: 5.439274787902832 (6.079101085662842) | > loss_mel: 15.650362014770508 (17.777512788772583) | > loss_duration: 2.2778477668762207 (2.3629176318645477) | > loss_1: 27.92920684814453 (31.678329229354855)  --> STEP: 9 | > loss_disc: 2.573148250579834 (2.490348630481296) | > loss_disc_real_0: 0.18181294202804565 (0.14871708965963787) | > loss_disc_real_1: 0.2076873481273651 (0.21801008615228865) | > loss_disc_real_2: 0.2900802791118622 (0.2424870017502043) | > loss_disc_real_3: 0.3108677864074707 (0.29741276966200936) | > loss_disc_real_4: 0.21217024326324463 (0.25219574239518905) | > loss_disc_real_5: 0.2649213671684265 (0.251023617055681) | > loss_0: 2.573148250579834 (2.490348630481296) | > loss_gen: 2.6100478172302246 (2.455746544731988) | > loss_kl: 3.2429258823394775 (3.0468487209743924) | > loss_feat: 8.204345703125 (6.31523937649197) | > loss_mel: 18.44598960876465 (17.851787990993923) | > loss_duration: 2.1956725120544434 (2.344334840774536) | > loss_1: 34.698978424072266 (32.01395691765679)  --> STEP: 10 | > loss_disc: 2.5759835243225098 (2.4989121198654174) | > loss_disc_real_0: 0.1174142137169838 (0.14558680206537247) | > loss_disc_real_1: 0.275764524936676 (0.22378553003072738) | > loss_disc_real_2: 0.2572254240512848 (0.24396084398031234) | > loss_disc_real_3: 0.3073977530002594 (0.29841126799583434) | > loss_disc_real_4: 0.21223896741867065 (0.24820006489753724) | > loss_disc_real_5: 0.26565149426460266 (0.2524864047765732) | > loss_0: 2.5759835243225098 (2.4989121198654174) | > loss_gen: 2.35180926322937 (2.445352816581726) | > loss_kl: 2.659588575363159 (3.008122706413269) | > loss_feat: 5.929806709289551 (6.276696109771729) | > loss_mel: 18.68616485595703 (17.935225677490234) | > loss_duration: 2.2997796535491943 (2.3398793220520018) | > loss_1: 31.927148818969727 (32.005276107788085)  --> STEP: 11 | > loss_disc: 2.40022349357605 (2.4899404265663843) | > loss_disc_real_0: 0.15888312458992004 (0.14679555865851315) | > loss_disc_real_1: 0.2382431924343109 (0.22509986297650772) | > loss_disc_real_2: 0.27826178073883057 (0.24707911095835947) | > loss_disc_real_3: 0.28819727897644043 (0.2974827235395258) | > loss_disc_real_4: 0.24036553502082825 (0.2474878349087455) | > loss_disc_real_5: 0.27415528893470764 (0.25445630333640357) | > loss_0: 2.40022349357605 (2.4899404265663843) | > loss_gen: 2.508016586303711 (2.4510495229200884) | > loss_kl: 2.4359688758850098 (2.956108721819791) | > loss_feat: 6.286843776702881 (6.277618624947288) | > loss_mel: 15.023255348205566 (17.67050110210072) | > loss_duration: 2.40993332862854 (2.3462478681044145) | > loss_1: 28.664016723632812 (31.701525254683062)  --> STEP: 12 | > loss_disc: 2.467211961746216 (2.4880463878313703) | > loss_disc_real_0: 0.21877798438072205 (0.1527940941353639) | > loss_disc_real_1: 0.23642940819263458 (0.22604399174451828) | > loss_disc_real_2: 0.29160788655281067 (0.2507898422578971) | > loss_disc_real_3: 0.26019883155822754 (0.2943757325410843) | > loss_disc_real_4: 0.24769806861877441 (0.24750535438458124) | > loss_disc_real_5: 0.22604571282863617 (0.252088754127423) | > loss_0: 2.467211961746216 (2.4880463878313703) | > loss_gen: 2.586293935775757 (2.4623198906580606) | > loss_kl: 2.4881649017333984 (2.917113403479258) | > loss_feat: 5.579233169555664 (6.219419836997986) | > loss_mel: 16.42402458190918 (17.566628058751423) | > loss_duration: 2.193355083465576 (2.3335068027178445) | > loss_1: 29.271072387695312 (31.498987515767414)  --> STEP: 13 | > loss_disc: 2.517385244369507 (2.4903032229496884) | > loss_disc_real_0: 0.22214509546756744 (0.1581287865455334) | > loss_disc_real_1: 0.24718190729618073 (0.2276699852484923) | > loss_disc_real_2: 0.2633418142795563 (0.25175537856725544) | > loss_disc_real_3: 0.303242027759552 (0.2950577552501972) | > loss_disc_real_4: 0.23099464178085327 (0.24623529956890985) | > loss_disc_real_5: 0.21345987915992737 (0.24911730220684639) | > loss_0: 2.517385244369507 (2.4903032229496884) | > loss_gen: 2.5199475288391113 (2.4667527859027567) | > loss_kl: 2.8483264446258545 (2.911822098952073) | > loss_feat: 4.107269287109375 (6.056946717775785) | > loss_mel: 15.669218063354492 (17.42067344372089) | > loss_duration: 2.2594571113586426 (2.3278106726132908) | > loss_1: 27.404216766357422 (31.184005150428185)  --> STEP: 14 | > loss_disc: 2.496413230895996 (2.49073965208871) | > loss_disc_real_0: 0.17248252034187317 (0.15915405324527196) | > loss_disc_real_1: 0.18891309201717377 (0.22490163573196956) | > loss_disc_real_2: 0.19730472564697266 (0.24786604621580666) | > loss_disc_real_3: 0.31411805748939514 (0.2964192054101399) | > loss_disc_real_4: 0.25130727887153625 (0.24659758380481175) | > loss_disc_real_5: 0.3009239733219147 (0.25281777871506556) | > loss_0: 2.496413230895996 (2.49073965208871) | > loss_gen: 2.3677539825439453 (2.459681442805699) | > loss_kl: 3.6196141242980957 (2.962378672191075) | > loss_feat: 6.72396993637085 (6.104591233389718) | > loss_mel: 19.662927627563477 (17.580834456852504) | > loss_duration: 2.4148035049438477 (2.3340244463511874) | > loss_1: 34.78907012939453 (31.441509791782924)  --> STEP: 15 | > loss_disc: 2.520578384399414 (2.492728900909424) | > loss_disc_real_0: 0.1885448694229126 (0.161113440990448) | > loss_disc_real_1: 0.23552070558071136 (0.22560957372188567) | > loss_disc_real_2: 0.22733977437019348 (0.2464976280927658) | > loss_disc_real_3: 0.3381045460700989 (0.2991982281208038) | > loss_disc_real_4: 0.22158603370189667 (0.24493014713128408) | > loss_disc_real_5: 0.25854504108428955 (0.25319959620634713) | > loss_0: 2.520578384399414 (2.492728900909424) | > loss_gen: 2.607351303100586 (2.4695261001586912) | > loss_kl: 4.045742511749268 (3.034602928161621) | > loss_feat: 6.516365051269531 (6.132042821248373) | > loss_mel: 18.348970413208008 (17.63204352060954) | > loss_duration: 2.3319718837738037 (2.3338876088460285) | > loss_1: 33.850399017333984 (31.60210240681966)  --> STEP: 16 | > loss_disc: 2.5857157707214355 (2.4985405802726746) | > loss_disc_real_0: 0.14533986151218414 (0.1601275922730565) | > loss_disc_real_1: 0.2395208179950714 (0.2264790264889598) | > loss_disc_real_2: 0.2838915288448334 (0.24883474688977) | > loss_disc_real_3: 0.2629576325416565 (0.2969331908971071) | > loss_disc_real_4: 0.2845665216445923 (0.24740742053836584) | > loss_disc_real_5: 0.23206408321857452 (0.25187862664461136) | > loss_0: 2.5857157707214355 (2.4985405802726746) | > loss_gen: 2.319218873977661 (2.460131898522377) | > loss_kl: 2.9487881660461426 (3.0292395055294037) | > loss_feat: 5.4886794090271 (6.091832607984543) | > loss_mel: 16.208803176879883 (17.543090999126434) | > loss_duration: 2.362645387649536 (2.335684970021248) | > loss_1: 29.328136444091797 (31.45997953414917)  --> STEP: 17 | > loss_disc: 2.7181572914123535 (2.5114592103397144) | > loss_disc_real_0: 0.15639156103134155 (0.15990782572942622) | > loss_disc_real_1: 0.26084065437316895 (0.22850029871744268) | > loss_disc_real_2: 0.3574948012828827 (0.2552265147952473) | > loss_disc_real_3: 0.33085182309150696 (0.2989284045556012) | > loss_disc_real_4: 0.23962031304836273 (0.24694935539189508) | > loss_disc_real_5: 0.3923497796058655 (0.26014163564233217) | > loss_0: 2.7181572914123535 (2.5114592103397144) | > loss_gen: 2.597940683364868 (2.4682382976307586) | > loss_kl: 2.96673583984375 (3.0255628193126007) | > loss_feat: 5.2107977867126465 (6.040007030262666) | > loss_mel: 16.750244140625 (17.49645294862635) | > loss_duration: 2.422184944152832 (2.340773203793694) | > loss_1: 29.94790267944336 (31.371033836813535)  --> STEP: 18 | > loss_disc: 2.3935718536376953 (2.5049099127451577) | > loss_disc_real_0: 0.11814843863248825 (0.15758785977959633) | > loss_disc_real_1: 0.25838765501976013 (0.23016070740090477) | > loss_disc_real_2: 0.20426753163337708 (0.25239546017514336) | > loss_disc_real_3: 0.30745241045951843 (0.2994019604391522) | > loss_disc_real_4: 0.27198052406311035 (0.24833997587362924) | > loss_disc_real_5: 0.2507167160511017 (0.25961802899837494) | > loss_0: 2.3935718536376953 (2.5049099127451577) | > loss_gen: 2.536332368850708 (2.472021301587423) | > loss_kl: 2.9563257694244385 (3.021716316541036) | > loss_feat: 5.627985000610352 (6.017116917504205) | > loss_mel: 15.224601745605469 (17.37023899290297) | > loss_duration: 2.2197561264038086 (2.334050032827589) | > loss_1: 28.56500244140625 (31.21514320373535)  --> STEP: 19 | > loss_disc: 2.729334831237793 (2.51672175056056) | > loss_disc_real_0: 0.1932685375213623 (0.1594657901870577) | > loss_disc_real_1: 0.26509490609169006 (0.2319993494372619) | > loss_disc_real_2: 0.23631131649017334 (0.25154892629698705) | > loss_disc_real_3: 0.33367958664894104 (0.3012060460291411) | > loss_disc_real_4: 0.27695614099502563 (0.24984608982738696) | > loss_disc_real_5: 0.34186139702796936 (0.263946627315722) | > loss_0: 2.729334831237793 (2.51672175056056) | > loss_gen: 2.266345262527466 (2.4611962469000566) | > loss_kl: 2.4120962619781494 (2.9896310505114103) | > loss_feat: 4.3696441650390625 (5.930407825269197) | > loss_mel: 17.109262466430664 (17.35650338624653) | > loss_duration: 2.356541872024536 (2.335233813837955) | > loss_1: 28.513891220092773 (31.072972046701533)  --> STEP: 20 | > loss_disc: 2.404897928237915 (2.5111305594444273) | > loss_disc_real_0: 0.20144760608673096 (0.16156488098204136) | > loss_disc_real_1: 0.25490936636924744 (0.23314485028386117) | > loss_disc_real_2: 0.3102143406867981 (0.25448219701647756) | > loss_disc_real_3: 0.2621215581893921 (0.29925182163715364) | > loss_disc_real_4: 0.1818918138742447 (0.24644837602972985) | > loss_disc_real_5: 0.256735235452652 (0.2635860577225685) | > loss_0: 2.404897928237915 (2.5111305594444273) | > loss_gen: 2.7963953018188477 (2.477956199645996) | > loss_kl: 2.5676372051239014 (2.9685313582420347) | > loss_feat: 8.975517272949219 (6.082663297653197) | > loss_mel: 19.34831428527832 (17.45609393119812) | > loss_duration: 2.3213021755218506 (2.3345372319221496) | > loss_1: 36.00916290283203 (31.319781589508057)  --> STEP: 21 | > loss_disc: 2.402916431427002 (2.505977505729312) | > loss_disc_real_0: 0.10200514644384384 (0.15872870314688908) | > loss_disc_real_1: 0.2934141755104065 (0.2360148181517919) | > loss_disc_real_2: 0.22910773754119873 (0.2532738894224167) | > loss_disc_real_3: 0.3285426199436188 (0.3006466215565091) | > loss_disc_real_4: 0.217092365026474 (0.24505047074386052) | > loss_disc_real_5: 0.25048184394836426 (0.2629620475428445) | > loss_0: 2.402916431427002 (2.505977505729312) | > loss_gen: 2.457493543624878 (2.4769817874545144) | > loss_kl: 2.384552478790283 (2.9407228401729038) | > loss_feat: 5.707475662231445 (6.064797219775971) | > loss_mel: 15.498950004577637 (17.36289660135905) | > loss_duration: 2.1591944694519043 (2.3261875765664235) | > loss_1: 28.207664489746094 (31.17158553713844)  --> STEP: 22 | > loss_disc: 2.487271547317505 (2.5051272348924116) | > loss_disc_real_0: 0.1895442008972168 (0.1601294075900858) | > loss_disc_real_1: 0.2717796266078949 (0.23764049126343292) | > loss_disc_real_2: 0.2316969484090805 (0.25229311937635596) | > loss_disc_real_3: 0.2626039385795593 (0.29891740869392047) | > loss_disc_real_4: 0.23636995255947113 (0.2446559017354792) | > loss_disc_real_5: 0.19154225289821625 (0.259715693240816) | > loss_0: 2.487271547317505 (2.5051272348924116) | > loss_gen: 2.334986448287964 (2.4705274538560347) | > loss_kl: 2.470676898956299 (2.919357115572149) | > loss_feat: 5.949893474578857 (6.059574322267012) | > loss_mel: 17.19329071044922 (17.35518724268133) | > loss_duration: 2.1682991981506348 (2.3190108320929785) | > loss_1: 30.117145538330078 (31.123656446283515)  --> STEP: 23 | > loss_disc: 2.6529088020324707 (2.5115525204202402) | > loss_disc_real_0: 0.2077157199382782 (0.16219837769218112) | > loss_disc_real_1: 0.2484932839870453 (0.23811235181663348) | > loss_disc_real_2: 0.2994157075881958 (0.25434192755947943) | > loss_disc_real_3: 0.3879295885562897 (0.3027875034705452) | > loss_disc_real_4: 0.29055875539779663 (0.2466516779816669) | > loss_disc_real_5: 0.34004655480384827 (0.26320833939573046) | > loss_0: 2.6529088020324707 (2.5115525204202402) | > loss_gen: 2.7646853923797607 (2.483316929444023) | > loss_kl: 2.1424262523651123 (2.885577512824017) | > loss_feat: 6.5238566398620605 (6.079760509988536) | > loss_mel: 16.50817108154297 (17.318360453066617) | > loss_duration: 2.2487363815307617 (2.315955421198969) | > loss_1: 30.18787384033203 (31.082970246024754)  --> STEP: 24 | > loss_disc: 2.3693482875823975 (2.5056273440519967) | > loss_disc_real_0: 0.09453041851520538 (0.15937887939314047) | > loss_disc_real_1: 0.17814935743808746 (0.2356138937175274) | > loss_disc_real_2: 0.3236522674560547 (0.2572298583885034) | > loss_disc_real_3: 0.2782321274280548 (0.3017643628021081) | > loss_disc_real_4: 0.17058247327804565 (0.24348212778568268) | > loss_disc_real_5: 0.2224709391593933 (0.2615109477192164) | > loss_0: 2.3693482875823975 (2.5056273440519967) | > loss_gen: 2.3272242546081543 (2.4768130679925284) | > loss_kl: 2.608154535293579 (2.874018222093582) | > loss_feat: 6.157835483551025 (6.083013633886973) | > loss_mel: 18.418973922729492 (17.364219347635906) | > loss_duration: 2.3565070629119873 (2.3176450729370113) | > loss_1: 31.868694305419922 (31.115708748499554)  --> STEP: 25 | > loss_disc: 2.356841802597046 (2.499675922393799) | > loss_disc_real_0: 0.11073169112205505 (0.15743299186229706) | > loss_disc_real_1: 0.2476610243320465 (0.23609577894210815) | > loss_disc_real_2: 0.3006303906440735 (0.2589658796787262) | > loss_disc_real_3: 0.29070985317230225 (0.3013221824169159) | > loss_disc_real_4: 0.22660596668720245 (0.24280708134174347) | > loss_disc_real_5: 0.24425967037677765 (0.2608208966255189) | > loss_0: 2.356841802597046 (2.499675922393799) | > loss_gen: 2.611234188079834 (2.4821899127960205) | > loss_kl: 2.5136919021606445 (2.8596051692962647) | > loss_feat: 7.526124477386475 (6.140738067626953) | > loss_mel: 16.502674102783203 (17.329757537841797) | > loss_duration: 2.3755834102630615 (2.319962606430053) | > loss_1: 31.529308319091797 (31.13225273132324)  --> STEP: 26 | > loss_disc: 2.477388858795166 (2.498818727640005) | > loss_disc_real_0: 0.13901731371879578 (0.15672469654908547) | > loss_disc_real_1: 0.15138164162635803 (0.23283754289150238) | > loss_disc_real_2: 0.17239807546138763 (0.2556363487472901) | > loss_disc_real_3: 0.2756690979003906 (0.3003355253201265) | > loss_disc_real_4: 0.1763991266489029 (0.24025292923817268) | > loss_disc_real_5: 0.23297226428985596 (0.2597497953818395) | > loss_0: 2.477388858795166 (2.498818727640005) | > loss_gen: 2.310999870300293 (2.4756056803923387) | > loss_kl: 1.9966791868209839 (2.826415708431831) | > loss_feat: 10.329463005065918 (6.301842872913067) | > loss_mel: 19.37862777709961 (17.40856023935171) | > loss_duration: 2.3017024993896484 (2.3192602946208067) | > loss_1: 36.317474365234375 (31.331684332627518) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024639184658343974 (-2.8830308180588776e-05) | > avg_loss_disc: 2.498818727640005 (+0.0028370435421281037) | > avg_loss_disc_real_0: 0.15672469654908547 (+0.02681278179471311) | > avg_loss_disc_real_1: 0.23283754289150238 (-0.03576942074757361) | > avg_loss_disc_real_2: 0.2556363487472901 (+0.04848241118284369) | > avg_loss_disc_real_3: 0.3003355253201265 (+0.07335474284795615) | > avg_loss_disc_real_4: 0.24025292923817268 (+0.013028892760093391) | > avg_loss_disc_real_5: 0.2597497953818395 (+0.04967092149532765) | > avg_loss_0: 2.498818727640005 (+0.0028370435421281037) | > avg_loss_gen: 2.4756056803923387 (+0.2426591561390805) | > avg_loss_kl: 2.826415708431831 (+0.07808595437269972) | > avg_loss_feat: 6.301842872913067 (-0.5255313469813423) | > avg_loss_mel: 17.40856023935171 (+0.18042549720177092) | > avg_loss_duration: 2.3192602946208067 (-0.017868647208580946) | > avg_loss_1: 31.331684332627518 (-0.04223009256216059)  > EPOCH: 533/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:38:04)   --> TIME: 2024-06-11 14:38:09 -- STEP: 9/330 -- GLOBAL_STEP: 263900 | > loss_disc: 2.3631930351257324 (2.3324046399858265) | > loss_disc_real_0: 0.08993199467658997 (0.09287787559959623) | > loss_disc_real_1: 0.17975187301635742 (0.187475323677063) | > loss_disc_real_2: 0.22042720019817352 (0.21084475682841408) | > loss_disc_real_3: 0.26220184564590454 (0.2488663693269094) | > loss_disc_real_4: 0.2601907253265381 (0.22948608630233341) | > loss_disc_real_5: 0.25178560614585876 (0.2325397895442115) | > loss_0: 2.3631930351257324 (2.3324046399858265) | > grad_norm_0: tensor(6.0666, device='cuda:0') (tensor(5.6717, device='cuda:0')) | > loss_gen: 2.6698992252349854 (2.4877361986372204) | > loss_kl: 1.9461778402328491 (1.9016041888131037) | > loss_feat: 7.142300128936768 (7.021551767985026) | > loss_mel: 18.25711441040039 (18.45987213982476) | > loss_duration: 2.1089959144592285 (2.147160424126519) | > loss_1: 32.124488830566406 (32.01792483859592) | > grad_norm_1: tensor(62.6825, device='cuda:0') (tensor(67.7286, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3532 (0.36599347326490617) | > loader_time: 0.0029 (0.0030327637990315757)  --> TIME: 2024-06-11 14:38:18 -- STEP: 34/330 -- GLOBAL_STEP: 263925 | > loss_disc: 2.313932180404663 (2.326809560551363) | > loss_disc_real_0: 0.13410204648971558 (0.10677479273256134) | > loss_disc_real_1: 0.23901569843292236 (0.19852992278688095) | > loss_disc_real_2: 0.18147443234920502 (0.20899306938928716) | > loss_disc_real_3: 0.21595293283462524 (0.23108422317925623) | > loss_disc_real_4: 0.19663748145103455 (0.2269278571886175) | > loss_disc_real_5: 0.1892090141773224 (0.21969383122289882) | > loss_0: 2.313932180404663 (2.326809560551363) | > grad_norm_0: tensor(12.7536, device='cuda:0') (tensor(7.7963, device='cuda:0')) | > loss_gen: 2.4187979698181152 (2.518840348019319) | > loss_kl: 1.9951061010360718 (1.8962494520580067) | > loss_feat: 7.547910690307617 (7.105047885109396) | > loss_mel: 18.083988189697266 (18.04414805243997) | > loss_duration: 2.0140349864959717 (2.0475391535197986) | > loss_1: 32.059837341308594 (31.611825045417337) | > grad_norm_1: tensor(91.8167, device='cuda:0') (tensor(76.3462, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3563 (0.36375194437363567) | > loader_time: 0.0032 (0.0033453913295970242)  --> TIME: 2024-06-11 14:38:28 -- STEP: 59/330 -- GLOBAL_STEP: 263950 | > loss_disc: 2.334909439086914 (2.3482390581551247) | > loss_disc_real_0: 0.08771243691444397 (0.10918862360008692) | > loss_disc_real_1: 0.23867540061473846 (0.20076554937888) | > loss_disc_real_2: 0.21195223927497864 (0.21104882480734485) | > loss_disc_real_3: 0.20510868728160858 (0.23123353441893044) | > loss_disc_real_4: 0.21477502584457397 (0.22852845313185352) | > loss_disc_real_5: 0.20501884818077087 (0.2205111068689217) | > loss_0: 2.334909439086914 (2.3482390581551247) | > grad_norm_0: tensor(12.7041, device='cuda:0') (tensor(8.0818, device='cuda:0')) | > loss_gen: 2.453679323196411 (2.4989123465651173) | > loss_kl: 1.8943121433258057 (1.8975884813373372) | > loss_feat: 7.169961929321289 (7.09219018483566) | > loss_mel: 17.646923065185547 (17.991868649498898) | > loss_duration: 1.972736120223999 (2.0220839674189937) | > loss_1: 31.13761329650879 (31.502643779172736) | > grad_norm_1: tensor(69.9775, device='cuda:0') (tensor(83.8816, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3798 (0.3704066640239651) | > loader_time: 0.0041 (0.0036293773327843617)  --> TIME: 2024-06-11 14:38:37 -- STEP: 84/330 -- GLOBAL_STEP: 263975 | > loss_disc: 2.351886510848999 (2.342559950692314) | > loss_disc_real_0: 0.13009020686149597 (0.11075396791455291) | > loss_disc_real_1: 0.23635117709636688 (0.19991913863590785) | > loss_disc_real_2: 0.22173702716827393 (0.21146849117108754) | > loss_disc_real_3: 0.23594999313354492 (0.22910175933724358) | > loss_disc_real_4: 0.22862942516803741 (0.2279625384225732) | > loss_disc_real_5: 0.2161906361579895 (0.2188473240960212) | > loss_0: 2.351886510848999 (2.342559950692314) | > grad_norm_0: tensor(14.6539, device='cuda:0') (tensor(9.2322, device='cuda:0')) | > loss_gen: 2.527806282043457 (2.5006087933267858) | > loss_kl: 1.9460610151290894 (1.9196398854255676) | > loss_feat: 7.281420707702637 (7.105181705384028) | > loss_mel: 18.1458740234375 (17.938087372552783) | > loss_duration: 2.081371307373047 (2.013600242989404) | > loss_1: 31.982532501220703 (31.47711806070237) | > grad_norm_1: tensor(290.8644, device='cuda:0') (tensor(104.8730, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3696 (0.36937206132071354) | > loader_time: 0.0038 (0.003704624516623361)  --> TIME: 2024-06-11 14:38:47 -- STEP: 109/330 -- GLOBAL_STEP: 264000 | > loss_disc: 2.3240907192230225 (2.3467147372184556) | > loss_disc_real_0: 0.1207149475812912 (0.11228246419528208) | > loss_disc_real_1: 0.22761064767837524 (0.20059257581693316) | > loss_disc_real_2: 0.20371080935001373 (0.21127823514675875) | > loss_disc_real_3: 0.22905364632606506 (0.2293955858694304) | > loss_disc_real_4: 0.2565772235393524 (0.22882521248191867) | > loss_disc_real_5: 0.28784486651420593 (0.22053569815027604) | > loss_0: 2.3240907192230225 (2.3467147372184556) | > grad_norm_0: tensor(28.9214, device='cuda:0') (tensor(11.3497, device='cuda:0')) | > loss_gen: 2.5741019248962402 (2.49826182356668) | > loss_kl: 2.257200002670288 (1.9346575704189615) | > loss_feat: 6.430411338806152 (7.082873007573119) | > loss_mel: 17.777729034423828 (17.879136811702626) | > loss_duration: 1.9555189609527588 (2.01348971445626) | > loss_1: 30.99496078491211 (31.408418987869123) | > grad_norm_1: tensor(203.2906, device='cuda:0') (tensor(138.3968, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3717 (0.3723301493793453) | > loader_time: 0.0041 (0.0038029272621924724) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_264000.pth  --> TIME: 2024-06-11 14:39:01 -- STEP: 134/330 -- GLOBAL_STEP: 264025 | > loss_disc: 2.448235034942627 (2.351872292917167) | > loss_disc_real_0: 0.14396484196186066 (0.11255703822000702) | > loss_disc_real_1: 0.2128581553697586 (0.1997253286527164) | > loss_disc_real_2: 0.242386132478714 (0.21221006528210284) | > loss_disc_real_3: 0.22898238897323608 (0.22960491623006649) | > loss_disc_real_4: 0.24437296390533447 (0.22892299661440635) | > loss_disc_real_5: 0.22861705720424652 (0.220750403493198) | > loss_0: 2.448235034942627 (2.351872292917167) | > grad_norm_0: tensor(8.4453, device='cuda:0') (tensor(13.2518, device='cuda:0')) | > loss_gen: 2.6067686080932617 (2.4966853056380987) | > loss_kl: 1.808705449104309 (1.9413779173324357) | > loss_feat: 7.167355060577393 (7.047008560664618) | > loss_mel: 17.663959503173828 (17.864090805623068) | > loss_duration: 2.0302963256835938 (2.0166673820410193) | > loss_1: 31.277084350585938 (31.365829994429404) | > grad_norm_1: tensor(345.6940, device='cuda:0') (tensor(158.3519, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3833 (0.37360900729449825) | > loader_time: 0.004 (0.003854705326592744)  --> TIME: 2024-06-11 14:39:11 -- STEP: 159/330 -- GLOBAL_STEP: 264050 | > loss_disc: 2.420041799545288 (2.3560235995166705) | > loss_disc_real_0: 0.11533408612012863 (0.11417912185754416) | > loss_disc_real_1: 0.2322152704000473 (0.20003881310142066) | > loss_disc_real_2: 0.21113695204257965 (0.21178478517997185) | > loss_disc_real_3: 0.2392539530992508 (0.22980910314703887) | > loss_disc_real_4: 0.24503684043884277 (0.229106956026839) | > loss_disc_real_5: 0.23614872992038727 (0.2218692900624665) | > loss_0: 2.420041799545288 (2.3560235995166705) | > grad_norm_0: tensor(35.9431, device='cuda:0') (tensor(16.1739, device='cuda:0')) | > loss_gen: 2.512948751449585 (2.4960258831767907) | > loss_kl: 1.8915843963623047 (1.9436793349823862) | > loss_feat: 7.149639129638672 (7.031985753737156) | > loss_mel: 17.72539710998535 (17.837934553998064) | > loss_duration: 2.0289297103881836 (2.0193627952779596) | > loss_1: 31.30849838256836 (31.328988345164174) | > grad_norm_1: tensor(207.8652, device='cuda:0') (tensor(188.0653, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.3769 (0.37476506323184605) | > loader_time: 0.0042 (0.003936754082733731)  --> TIME: 2024-06-11 14:39:21 -- STEP: 184/330 -- GLOBAL_STEP: 264075 | > loss_disc: 2.2975199222564697 (2.3556922700094143) | > loss_disc_real_0: 0.0930919200181961 (0.11450587520780771) | > loss_disc_real_1: 0.21733947098255157 (0.19969924944250483) | > loss_disc_real_2: 0.20804286003112793 (0.21167501985378884) | > loss_disc_real_3: 0.2111206203699112 (0.22973377581523813) | > loss_disc_real_4: 0.24588081240653992 (0.22996618266662824) | > loss_disc_real_5: 0.25517672300338745 (0.22192818493298863) | > loss_0: 2.2975199222564697 (2.3556922700094143) | > grad_norm_0: tensor(13.5838, device='cuda:0') (tensor(17.8184, device='cuda:0')) | > loss_gen: 2.7791435718536377 (2.4942049202711685) | > loss_kl: 1.838983416557312 (1.9465418043343916) | > loss_feat: 8.092023849487305 (7.011609422123951) | > loss_mel: 17.86823272705078 (17.791238712227862) | > loss_duration: 2.061927080154419 (2.025930905471676) | > loss_1: 32.64031219482422 (31.26952576637268) | > grad_norm_1: tensor(337.5522, device='cuda:0') (tensor(202.9527, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.4089 (0.3786636785320613) | > loader_time: 0.0049 (0.0040762683619623595)  --> TIME: 2024-06-11 14:39:32 -- STEP: 209/330 -- GLOBAL_STEP: 264100 | > loss_disc: 2.328099489212036 (2.3576309418564203) | > loss_disc_real_0: 0.06003258749842644 (0.11512474075815324) | > loss_disc_real_1: 0.18386287987232208 (0.20003911410792596) | > loss_disc_real_2: 0.16189199686050415 (0.21173361934828414) | > loss_disc_real_3: 0.20787589251995087 (0.2295938592635844) | > loss_disc_real_4: 0.20240820944309235 (0.2294138813988444) | > loss_disc_real_5: 0.19219323992729187 (0.22179986550762323) | > loss_0: 2.328099489212036 (2.3576309418564203) | > grad_norm_0: tensor(33.2795, device='cuda:0') (tensor(19.8340, device='cuda:0')) | > loss_gen: 2.6169686317443848 (2.4965253298362464) | > loss_kl: 1.961462378501892 (1.9519248875704678) | > loss_feat: 7.476268768310547 (7.020083016756049) | > loss_mel: 17.736526489257812 (17.761048239383975) | > loss_duration: 2.1184141635894775 (2.033394228898738) | > loss_1: 31.909639358520508 (31.262975683622955) | > grad_norm_1: tensor(353.3706, device='cuda:0') (tensor(221.0457, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.4318 (0.3823182103736548) | > loader_time: 0.0057 (0.004196063183141097)  --> TIME: 2024-06-11 14:39:43 -- STEP: 234/330 -- GLOBAL_STEP: 264125 | > loss_disc: 2.355022668838501 (2.358395690591925) | > loss_disc_real_0: 0.07287240028381348 (0.11601777129575737) | > loss_disc_real_1: 0.2146172672510147 (0.2003394588828087) | > loss_disc_real_2: 0.2281961739063263 (0.21211850808726412) | > loss_disc_real_3: 0.23871460556983948 (0.22946584638622072) | > loss_disc_real_4: 0.2661095857620239 (0.229138704128245) | > loss_disc_real_5: 0.22690123319625854 (0.22183135298327503) | > loss_0: 2.355022668838501 (2.358395690591925) | > grad_norm_0: tensor(55.0577, device='cuda:0') (tensor(23.0815, device='cuda:0')) | > loss_gen: 2.598407030105591 (2.497099506549345) | > loss_kl: 1.9286795854568481 (1.9557022335182908) | > loss_feat: 6.808890342712402 (7.010574212441077) | > loss_mel: 17.188732147216797 (17.7187719508114) | > loss_duration: 2.103259801864624 (2.041619728263627) | > loss_1: 30.62796974182129 (31.223767582167927) | > grad_norm_1: tensor(484.4903, device='cuda:0') (tensor(240.8220, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.4148 (0.3862740117260533) | > loader_time: 0.0052 (0.004321576183677739)  --> TIME: 2024-06-11 14:39:53 -- STEP: 259/330 -- GLOBAL_STEP: 264150 | > loss_disc: 2.3182976245880127 (2.358459085110991) | > loss_disc_real_0: 0.09566079825162888 (0.11672952952417168) | > loss_disc_real_1: 0.2012616991996765 (0.19986396688522062) | > loss_disc_real_2: 0.21351975202560425 (0.21239362582276683) | > loss_disc_real_3: 0.20413732528686523 (0.22938907623981417) | > loss_disc_real_4: 0.20771190524101257 (0.22957748726988392) | > loss_disc_real_5: 0.21209566295146942 (0.22218673592828875) | > loss_0: 2.3182976245880127 (2.358459085110991) | > grad_norm_0: tensor(10.2658, device='cuda:0') (tensor(24.8012, device='cuda:0')) | > loss_gen: 2.50960373878479 (2.5021655347816725) | > loss_kl: 2.1060075759887695 (1.9596733200043785) | > loss_feat: 7.258973121643066 (7.033739509729805) | > loss_mel: 18.511035919189453 (17.692059601595965) | > loss_duration: 2.138758420944214 (2.0491626994490164) | > loss_1: 32.52437973022461 (31.236800639325587) | > grad_norm_1: tensor(209.4380, device='cuda:0') (tensor(258.9722, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.4316 (0.389559945544681) | > loader_time: 0.0054 (0.004451607184980828)  --> TIME: 2024-06-11 14:40:05 -- STEP: 284/330 -- GLOBAL_STEP: 264175 | > loss_disc: 2.5048389434814453 (2.3583308626228647) | > loss_disc_real_0: 0.13276740908622742 (0.11772599839933322) | > loss_disc_real_1: 0.22574348747730255 (0.19946635813570363) | > loss_disc_real_2: 0.18717867136001587 (0.21249739545017057) | > loss_disc_real_3: 0.22250044345855713 (0.22916347286860708) | > loss_disc_real_4: 0.21980610489845276 (0.2291455329723761) | > loss_disc_real_5: 0.21076416969299316 (0.22173596703460516) | > loss_0: 2.5048389434814453 (2.3583308626228647) | > grad_norm_0: tensor(19.3069, device='cuda:0') (tensor(26.4441, device='cuda:0')) | > loss_gen: 2.2726449966430664 (2.4999804656270515) | > loss_kl: 2.0017855167388916 (1.9626865668196074) | > loss_feat: 6.687519550323486 (7.047655657983162) | > loss_mel: 17.831098556518555 (17.64703344291365) | > loss_duration: 2.1604318618774414 (2.058385944282505) | > loss_1: 30.953479766845703 (31.215742044045893) | > grad_norm_1: tensor(59.4320, device='cuda:0') (tensor(273.5407, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.4528 (0.39414459550884406) | > loader_time: 0.006 (0.00456939952474245)  --> TIME: 2024-06-11 14:40:17 -- STEP: 309/330 -- GLOBAL_STEP: 264200 | > loss_disc: 2.390186309814453 (2.363806898925683) | > loss_disc_real_0: 0.14419043064117432 (0.11918314348628992) | > loss_disc_real_1: 0.22685207426548004 (0.20010064243305853) | > loss_disc_real_2: 0.1904272586107254 (0.2126930706371767) | > loss_disc_real_3: 0.21341997385025024 (0.2292438900779366) | > loss_disc_real_4: 0.2195626050233841 (0.22930951696190632) | > loss_disc_real_5: 0.22177629172801971 (0.2220513452218188) | > loss_0: 2.390186309814453 (2.363806898925683) | > grad_norm_0: tensor(6.3024, device='cuda:0') (tensor(27.3037, device='cuda:0')) | > loss_gen: 2.3813791275024414 (2.493828461779746) | > loss_kl: 2.0223562717437744 (1.9659051146707873) | > loss_feat: 7.053951740264893 (7.057830566727228) | > loss_mel: 17.45598030090332 (17.607188048871965) | > loss_duration: 2.2391889095306396 (2.0699187285691796) | > loss_1: 31.152854919433594 (31.19467088396881) | > grad_norm_1: tensor(391.9420, device='cuda:0') (tensor(288.1494, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.5073 (0.40166862342735704) | > loader_time: 0.0075 (0.004761772248351458)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4578843116760254 (2.4578843116760254) | > loss_disc_real_0: 0.11493649333715439 (0.11493649333715439) | > loss_disc_real_1: 0.1643640697002411 (0.1643640697002411) | > loss_disc_real_2: 0.2071790248155594 (0.2071790248155594) | > loss_disc_real_3: 0.3326381742954254 (0.3326381742954254) | > loss_disc_real_4: 0.32970377802848816 (0.32970377802848816) | > loss_disc_real_5: 0.3170225918292999 (0.3170225918292999) | > loss_0: 2.4578843116760254 (2.4578843116760254) | > loss_gen: 2.5605881214141846 (2.5605881214141846) | > loss_kl: 2.8782501220703125 (2.8782501220703125) | > loss_feat: 5.544994831085205 (5.544994831085205) | > loss_mel: 15.583948135375977 (15.583948135375977) | > loss_duration: 2.9288597106933594 (2.9288597106933594) | > loss_1: 29.496641159057617 (29.496641159057617)  --> STEP: 1 | > loss_disc: 2.366551399230957 (2.366551399230957) | > loss_disc_real_0: 0.10637999325990677 (0.10637999325990677) | > loss_disc_real_1: 0.15403307974338531 (0.15403307974338531) | > loss_disc_real_2: 0.12156946957111359 (0.12156946957111359) | > loss_disc_real_3: 0.26352962851524353 (0.26352962851524353) | > loss_disc_real_4: 0.2756520211696625 (0.2756520211696625) | > loss_disc_real_5: 0.24886472523212433 (0.24886472523212433) | > loss_0: 2.366551399230957 (2.366551399230957) | > loss_gen: 2.0892269611358643 (2.0892269611358643) | > loss_kl: 2.990281343460083 (2.990281343460083) | > loss_feat: 5.654182434082031 (5.654182434082031) | > loss_mel: 16.967849731445312 (16.967849731445312) | > loss_duration: 2.369840621948242 (2.369840621948242) | > loss_1: 30.071380615234375 (30.071380615234375)  --> STEP: 2 | > loss_disc: 2.358229637145996 (2.3623905181884766) | > loss_disc_real_0: 0.12450788915157318 (0.11544394120573997) | > loss_disc_real_1: 0.10959513485431671 (0.131814107298851) | > loss_disc_real_2: 0.2106216698884964 (0.166095569729805) | > loss_disc_real_3: 0.2676939070224762 (0.26561176776885986) | > loss_disc_real_4: 0.2902718782424927 (0.2829619497060776) | > loss_disc_real_5: 0.3042542338371277 (0.276559479534626) | > loss_0: 2.358229637145996 (2.3623905181884766) | > loss_gen: 2.4433751106262207 (2.2663010358810425) | > loss_kl: 2.665093421936035 (2.827687382698059) | > loss_feat: 6.168011665344238 (5.911097049713135) | > loss_mel: 17.65036964416504 (17.309109687805176) | > loss_duration: 2.5222063064575195 (2.446023464202881) | > loss_1: 31.449054718017578 (30.760217666625977)  --> STEP: 3 | > loss_disc: 2.2824692726135254 (2.335750102996826) | > loss_disc_real_0: 0.09989124536514282 (0.11025970925887425) | > loss_disc_real_1: 0.1018284484744072 (0.12181888769070308) | > loss_disc_real_2: 0.1937539428472519 (0.17531502743562064) | > loss_disc_real_3: 0.2834044396877289 (0.27154265840848285) | > loss_disc_real_4: 0.30700182914733887 (0.2909752428531647) | > loss_disc_real_5: 0.3283085823059082 (0.2938091804583867) | > loss_0: 2.2824692726135254 (2.335750102996826) | > loss_gen: 2.636648654937744 (2.3897502422332764) | > loss_kl: 3.805454969406128 (3.1536099116007485) | > loss_feat: 7.154112815856934 (6.325435638427734) | > loss_mel: 17.059160232543945 (17.225793202718098) | > loss_duration: 2.3080053329467773 (2.400017420450846) | > loss_1: 32.963382720947266 (31.494606018066406)  --> STEP: 4 | > loss_disc: 2.278324604034424 (2.3213937282562256) | > loss_disc_real_0: 0.09819824993610382 (0.10724434442818165) | > loss_disc_real_1: 0.1609514355659485 (0.13160202465951443) | > loss_disc_real_2: 0.18546557426452637 (0.17785266414284706) | > loss_disc_real_3: 0.3131941556930542 (0.2819555327296257) | > loss_disc_real_4: 0.26084989309310913 (0.2834439054131508) | > loss_disc_real_5: 0.26980867981910706 (0.2878090552985668) | > loss_0: 2.278324604034424 (2.3213937282562256) | > loss_gen: 2.690131187438965 (2.4648454785346985) | > loss_kl: 3.36442494392395 (3.206313669681549) | > loss_feat: 8.01791000366211 (6.748554229736328) | > loss_mel: 17.826688766479492 (17.376017093658447) | > loss_duration: 2.3214399814605713 (2.3803730607032776) | > loss_1: 34.22059631347656 (32.176103591918945)  --> STEP: 5 | > loss_disc: 2.3247485160827637 (2.322064685821533) | > loss_disc_real_0: 0.11876079440116882 (0.10954763442277908) | > loss_disc_real_1: 0.1387758105993271 (0.13303678184747697) | > loss_disc_real_2: 0.1923159658908844 (0.18074532449245453) | > loss_disc_real_3: 0.2577683925628662 (0.2771181046962738) | > loss_disc_real_4: 0.24818722903728485 (0.2763925701379776) | > loss_disc_real_5: 0.24788932502269745 (0.27982510924339293) | > loss_0: 2.3247485160827637 (2.322064685821533) | > loss_gen: 2.6317014694213867 (2.498216676712036) | > loss_kl: 2.981314182281494 (3.161313772201538) | > loss_feat: 7.405064582824707 (6.879856300354004) | > loss_mel: 18.180429458618164 (17.53689956665039) | > loss_duration: 2.3504505157470703 (2.374388551712036) | > loss_1: 33.54895782470703 (32.45067443847656)  --> STEP: 6 | > loss_disc: 2.223273992538452 (2.305599570274353) | > loss_disc_real_0: 0.09587560594081879 (0.10726896300911903) | > loss_disc_real_1: 0.1147923693060875 (0.12999604642391205) | > loss_disc_real_2: 0.24416609108448029 (0.19131545225779215) | > loss_disc_real_3: 0.28313371539115906 (0.2781207064787547) | > loss_disc_real_4: 0.237769216299057 (0.2699553444981575) | > loss_disc_real_5: 0.2635093331336975 (0.27710581322511035) | > loss_0: 2.223273992538452 (2.305599570274353) | > loss_gen: 2.5358376502990723 (2.504486838976542) | > loss_kl: 3.000349283218384 (3.134486357371012) | > loss_feat: 6.607645511627197 (6.834487835566203) | > loss_mel: 18.547922134399414 (17.705403327941895) | > loss_duration: 2.1736183166503906 (2.3409268458684287) | > loss_1: 32.86537170410156 (32.51979064941406)  --> STEP: 7 | > loss_disc: 2.5034396648406982 (2.333862440926688) | > loss_disc_real_0: 0.11261560022830963 (0.10803276832614626) | > loss_disc_real_1: 0.18119187653064728 (0.13730973643915995) | > loss_disc_real_2: 0.23498794436454773 (0.19755437970161438) | > loss_disc_real_3: 0.3571152687072754 (0.2894056439399719) | > loss_disc_real_4: 0.3173985779285431 (0.2767329492739269) | > loss_disc_real_5: 0.3187791109085083 (0.2830591414655958) | > loss_0: 2.5034396648406982 (2.333862440926688) | > loss_gen: 2.4357876777648926 (2.4946726730891635) | > loss_kl: 3.733353853225708 (3.220038856778826) | > loss_feat: 4.4832329750061035 (6.498594284057617) | > loss_mel: 16.058834075927734 (17.47017914908273) | > loss_duration: 2.4992787837982178 (2.36354855128697) | > loss_1: 29.210487365722656 (32.04703303745815)  --> STEP: 8 | > loss_disc: 2.5898919105529785 (2.3658661246299744) | > loss_disc_real_0: 0.17492583394050598 (0.11639440152794123) | > loss_disc_real_1: 0.14815835654735565 (0.1386658139526844) | > loss_disc_real_2: 0.18453972041606903 (0.1959275472909212) | > loss_disc_real_3: 0.2723931670188904 (0.28727908432483673) | > loss_disc_real_4: 0.23116950690746307 (0.2710375189781189) | > loss_disc_real_5: 0.22250618040561676 (0.2754900213330984) | > loss_0: 2.5898919105529785 (2.3658661246299744) | > loss_gen: 2.036738872528076 (2.4374309480190277) | > loss_kl: 3.378981113433838 (3.2399066388607025) | > loss_feat: 6.669101715087891 (6.519907712936401) | > loss_mel: 14.786378860473633 (17.134704113006592) | > loss_duration: 2.22695255279541 (2.346474051475525) | > loss_1: 29.09815216064453 (31.678422927856445)  --> STEP: 9 | > loss_disc: 2.6925888061523438 (2.4021686447991266) | > loss_disc_real_0: 0.1539594531059265 (0.12056829614771737) | > loss_disc_real_1: 0.19257527589797974 (0.14465575416882834) | > loss_disc_real_2: 0.26792290806770325 (0.20392703182167476) | > loss_disc_real_3: 0.3045155107975006 (0.2891942428217994) | > loss_disc_real_4: 0.3190980553627014 (0.2763775785764058) | > loss_disc_real_5: 0.34837836027145386 (0.2835887256595824) | > loss_0: 2.6925888061523438 (2.4021686447991266) | > loss_gen: 2.3344321250915527 (2.4259866343604193) | > loss_kl: 2.3948609828948975 (3.1460126770867243) | > loss_feat: 6.96222448348999 (6.569054020775689) | > loss_mel: 17.307950973510742 (17.15395376417372) | > loss_duration: 2.1291675567626953 (2.3223288853963218) | > loss_1: 31.12863540649414 (31.617335425482857)  --> STEP: 10 | > loss_disc: 2.40102219581604 (2.4020539999008177) | > loss_disc_real_0: 0.1589491367340088 (0.1244063802063465) | > loss_disc_real_1: 0.1549818366765976 (0.14568836241960526) | > loss_disc_real_2: 0.2642512619495392 (0.2099594548344612) | > loss_disc_real_3: 0.31211692094802856 (0.2914865106344223) | > loss_disc_real_4: 0.3069748282432556 (0.2794373035430908) | > loss_disc_real_5: 0.22078511118888855 (0.277308364212513) | > loss_0: 2.40102219581604 (2.4020539999008177) | > loss_gen: 2.5139894485473633 (2.4347869157791138) | > loss_kl: 2.6169416904449463 (3.0931055784225463) | > loss_feat: 5.713661193847656 (6.483514738082886) | > loss_mel: 17.18667221069336 (17.157225608825684) | > loss_duration: 2.3543148040771484 (2.325527477264404) | > loss_1: 30.38558006286621 (31.49415988922119)  --> STEP: 11 | > loss_disc: 2.3488616943359375 (2.397218335758556) | > loss_disc_real_0: 0.09803587943315506 (0.1220090619542382) | > loss_disc_real_1: 0.07147683203220367 (0.1389418596571142) | > loss_disc_real_2: 0.25702643394470215 (0.2142382711172104) | > loss_disc_real_3: 0.31338444352149963 (0.2934772318059748) | > loss_disc_real_4: 0.27331703901290894 (0.2788809158585288) | > loss_disc_real_5: 0.3032330870628357 (0.27966515719890594) | > loss_0: 2.3488616943359375 (2.397218335758556) | > loss_gen: 2.439216136932373 (2.435189572247592) | > loss_kl: 3.4290859699249268 (3.123649250377308) | > loss_feat: 7.058231353759766 (6.53576170314442) | > loss_mel: 17.714357376098633 (17.207873951305043) | > loss_duration: 2.500271797180176 (2.3414133245294746) | > loss_1: 33.14116287231445 (31.64388743313876)  --> STEP: 12 | > loss_disc: 2.058631658554077 (2.3690027793248496) | > loss_disc_real_0: 0.06119627133011818 (0.11694132940222819) | > loss_disc_real_1: 0.12042036652565002 (0.13739840189615884) | > loss_disc_real_2: 0.22876398265361786 (0.21544874707857767) | > loss_disc_real_3: 0.2693304121494293 (0.291464996834596) | > loss_disc_real_4: 0.25593096017837524 (0.27696841955184937) | > loss_disc_real_5: 0.2203185260295868 (0.27471960460146266) | > loss_0: 2.058631658554077 (2.3690027793248496) | > loss_gen: 2.7470102310180664 (2.4611746271451316) | > loss_kl: 2.3047940731048584 (3.0554113189379373) | > loss_feat: 7.183320045471191 (6.589724898338318) | > loss_mel: 18.257999420166016 (17.295384407043457) | > loss_duration: 2.2546610832214355 (2.3341839710871377) | > loss_1: 32.74778366088867 (31.735878785451252)  --> STEP: 13 | > loss_disc: 2.3899941444396973 (2.3706174997182994) | > loss_disc_real_0: 0.09270897507667542 (0.11507730214641644) | > loss_disc_real_1: 0.13985003530979156 (0.1375869890818229) | > loss_disc_real_2: 0.19447751343250275 (0.21383557525964883) | > loss_disc_real_3: 0.286257266998291 (0.2910644022318033) | > loss_disc_real_4: 0.24888886511325836 (0.2748084538258039) | > loss_disc_real_5: 0.21245692670345306 (0.26993016784007734) | > loss_0: 2.3899941444396973 (2.3706174997182994) | > loss_gen: 2.2883265018463135 (2.4478786175067606) | > loss_kl: 2.9227333068847656 (3.0452053180107703) | > loss_feat: 6.312313079833984 (6.568385527684138) | > loss_mel: 17.435882568359375 (17.306191957913914) | > loss_duration: 2.2577216625213623 (2.3283022550436168) | > loss_1: 31.216976165771484 (31.69596319932204)  --> STEP: 14 | > loss_disc: 2.5937111377716064 (2.3865527595792497) | > loss_disc_real_0: 0.18529807031154633 (0.12009307130106858) | > loss_disc_real_1: 0.18747159838676453 (0.14115017546074732) | > loss_disc_real_2: 0.24649205803871155 (0.21616818117243902) | > loss_disc_real_3: 0.24926435947418213 (0.28807868489197325) | > loss_disc_real_4: 0.2542984187602997 (0.273343451321125) | > loss_disc_real_5: 0.2497861385345459 (0.2684913086039679) | > loss_0: 2.5937111377716064 (2.3865527595792497) | > loss_gen: 2.245612621307373 (2.4334310463496616) | > loss_kl: 3.3140132427215576 (3.0644058840615407) | > loss_feat: 6.846423625946045 (6.588245391845703) | > loss_mel: 18.6408634185791 (17.401525633675714) | > loss_duration: 2.4324302673339844 (2.3357399702072144) | > loss_1: 33.47934341430664 (31.82334750039237)  --> STEP: 15 | > loss_disc: 2.503415107727051 (2.3943435827891033) | > loss_disc_real_0: 0.13575202226638794 (0.1211370013654232) | > loss_disc_real_1: 0.13469700515270233 (0.14071996410687765) | > loss_disc_real_2: 0.2187030017375946 (0.21633716921011606) | > loss_disc_real_3: 0.2425360083580017 (0.28504250645637513) | > loss_disc_real_4: 0.2790679931640625 (0.2737250874439875) | > loss_disc_real_5: 0.22422727942466736 (0.26554037332534786) | > loss_0: 2.503415107727051 (2.3943435827891033) | > loss_gen: 2.1588611602783203 (2.415126387278239) | > loss_kl: 3.4958274364471436 (3.0931673208872477) | > loss_feat: 7.290086269378662 (6.635034783681234) | > loss_mel: 18.934972763061523 (17.503755442301433) | > loss_duration: 2.3663716316223145 (2.337782080968221) | > loss_1: 34.24612045288086 (31.984865697224937)  --> STEP: 16 | > loss_disc: 2.656209707260132 (2.4107102155685425) | > loss_disc_real_0: 0.10962025821208954 (0.12041720491833985) | > loss_disc_real_1: 0.18372899293899536 (0.143408028408885) | > loss_disc_real_2: 0.24048703908920288 (0.217846536077559) | > loss_disc_real_3: 0.28598013520240784 (0.28510110825300217) | > loss_disc_real_4: 0.2580835521221161 (0.2727474914863705) | > loss_disc_real_5: 0.30783066153526306 (0.26818351633846754) | > loss_0: 2.656209707260132 (2.4107102155685425) | > loss_gen: 2.1802799701690674 (2.4004484862089157) | > loss_kl: 2.6721553802490234 (3.0668540745973587) | > loss_feat: 5.508781433105469 (6.564643949270248) | > loss_mel: 16.480628967285156 (17.439810037612915) | > loss_duration: 2.395358085632324 (2.3413805812597275) | > loss_1: 29.237205505371094 (31.81313693523407)  --> STEP: 17 | > loss_disc: 2.478163957595825 (2.414678082746618) | > loss_disc_real_0: 0.11859704554080963 (0.1203101367196616) | > loss_disc_real_1: 0.09295377135276794 (0.14044013093499577) | > loss_disc_real_2: 0.20718713104724884 (0.21721951225224664) | > loss_disc_real_3: 0.31618064641952515 (0.2869293163804447) | > loss_disc_real_4: 0.2825261950492859 (0.2733227093430126) | > loss_disc_real_5: 0.28685399889945984 (0.26928178001852593) | > loss_0: 2.478163957595825 (2.414678082746618) | > loss_gen: 2.29710054397583 (2.3943691954893223) | > loss_kl: 3.0353617668151855 (3.0650015859042896) | > loss_feat: 5.659855365753174 (6.511421091416302) | > loss_mel: 17.6874942779541 (17.454379698809454) | > loss_duration: 2.484771251678467 (2.3498153265784767) | > loss_1: 31.164583206176758 (31.77498671587776)  --> STEP: 18 | > loss_disc: 2.335498332977295 (2.4102792077594333) | > loss_disc_real_0: 0.0684860423207283 (0.1174310203641653) | > loss_disc_real_1: 0.17511798441410065 (0.1423666783505016) | > loss_disc_real_2: 0.23708048462867737 (0.2183228996064928) | > loss_disc_real_3: 0.299258291721344 (0.2876142594549391) | > loss_disc_real_4: 0.2504458427429199 (0.27205177230967414) | > loss_disc_real_5: 0.23576167225837708 (0.26741955180962873) | > loss_0: 2.335498332977295 (2.4102792077594333) | > loss_gen: 2.605064868927002 (2.4060745106803045) | > loss_kl: 2.642406463623047 (3.0415240791108875) | > loss_feat: 8.102742195129395 (6.599827819400364) | > loss_mel: 19.724079132080078 (17.580474111768936) | > loss_duration: 2.242640972137451 (2.3438611957761974) | > loss_1: 35.316932678222656 (31.971761491563583)  --> STEP: 19 | > loss_disc: 2.455765962600708 (2.4126732474879216) | > loss_disc_real_0: 0.11196932196617126 (0.11714356255374457) | > loss_disc_real_1: 0.14864718914031982 (0.14269723154996572) | > loss_disc_real_2: 0.21276642382144928 (0.21803045351254313) | > loss_disc_real_3: 0.24452808499336243 (0.2853465660622245) | > loss_disc_real_4: 0.2872772812843323 (0.27285311488728775) | > loss_disc_real_5: 0.2427358478307724 (0.2661204094949521) | > loss_0: 2.455765962600708 (2.4126732474879216) | > loss_gen: 2.267343044281006 (2.398772854554026) | > loss_kl: 1.915423035621643 (2.9822556031377694) | > loss_feat: 8.201800346374512 (6.684142162925319) | > loss_mel: 17.051424026489258 (17.552629370438424) | > loss_duration: 2.3567652702331543 (2.3445403575897217) | > loss_1: 31.792757034301758 (31.962340204339277)  --> STEP: 20 | > loss_disc: 2.539090871810913 (2.418994128704071) | > loss_disc_real_0: 0.06831120699644089 (0.11470194477587939) | > loss_disc_real_1: 0.16846689581871033 (0.14398571476340294) | > loss_disc_real_2: 0.23319901525974274 (0.21878888159990312) | > loss_disc_real_3: 0.23068158328533173 (0.2826133169233799) | > loss_disc_real_4: 0.25944072008132935 (0.27218249514698983) | > loss_disc_real_5: 0.21975819766521454 (0.2638022989034652) | > loss_0: 2.539090871810913 (2.418994128704071) | > loss_gen: 1.8606913089752197 (2.3718687772750853) | > loss_kl: 2.072056293487549 (2.936745637655258) | > loss_feat: 4.926724433898926 (6.596271276473999) | > loss_mel: 16.090221405029297 (17.47950897216797) | > loss_duration: 2.319106101989746 (2.343268644809723) | > loss_1: 27.268798828125 (31.727663135528566)  --> STEP: 21 | > loss_disc: 2.451387882232666 (2.420536688395909) | > loss_disc_real_0: 0.1392551064491272 (0.11587114295079595) | > loss_disc_real_1: 0.09646075963973999 (0.14172262166227614) | > loss_disc_real_2: 0.22220177948474884 (0.2189514005468005) | > loss_disc_real_3: 0.300237238407135 (0.28345255127974917) | > loss_disc_real_4: 0.26288825273513794 (0.2717399121749969) | > loss_disc_real_5: 0.28537577390670776 (0.2648296072369529) | > loss_0: 2.451387882232666 (2.420536688395909) | > loss_gen: 2.388486862182617 (2.3726601146516346) | > loss_kl: 2.3375391960144043 (2.9082119975771223) | > loss_feat: 6.648595333099365 (6.598762898218064) | > loss_mel: 16.559377670288086 (17.435693195887975) | > loss_duration: 2.174622058868408 (2.3352378550029935) | > loss_1: 30.10862159729004 (31.650565919421968)  --> STEP: 22 | > loss_disc: 2.4866156578063965 (2.4235402779145674) | > loss_disc_real_0: 0.09651646018028259 (0.11499138464304534) | > loss_disc_real_1: 0.17954590916633606 (0.14344186200336978) | > loss_disc_real_2: 0.22454644739627838 (0.2192057208581404) | > loss_disc_real_3: 0.28696221113204956 (0.28361208127303555) | > loss_disc_real_4: 0.3261522352695465 (0.27421319958838547) | > loss_disc_real_5: 0.3181808292865753 (0.26725466278466303) | > loss_0: 2.4866156578063965 (2.4235402779145674) | > loss_gen: 2.5080223083496094 (2.3788129416379062) | > loss_kl: 1.9844717979431152 (2.8662238066846673) | > loss_feat: 8.376006126403809 (6.679546681317416) | > loss_mel: 18.74304962158203 (17.495118487964977) | > loss_duration: 2.2101547718048096 (2.329552260312167) | > loss_1: 33.82170486450195 (31.74925405328924)  --> STEP: 23 | > loss_disc: 2.3324177265167236 (2.4195784278537915) | > loss_disc_real_0: 0.1306808441877365 (0.1156735350580319) | > loss_disc_real_1: 0.17848171293735504 (0.14496533378310827) | > loss_disc_real_2: 0.23995156586170197 (0.22010771411916483) | > loss_disc_real_3: 0.31544822454452515 (0.28499626141527423) | > loss_disc_real_4: 0.19525118172168732 (0.27078006837678986) | > loss_disc_real_5: 0.2090137004852295 (0.26472244703251374) | > loss_0: 2.3324177265167236 (2.4195784278537915) | > loss_gen: 2.415316104888916 (2.380400035692298) | > loss_kl: 2.048478126525879 (2.8306696466777637) | > loss_feat: 7.208590030670166 (6.702548566071884) | > loss_mel: 17.27689552307129 (17.485630532969598) | > loss_duration: 2.2486464977264404 (2.3260346184606138) | > loss_1: 31.197925567626953 (31.725283249564793)  --> STEP: 24 | > loss_disc: 2.784928560256958 (2.4348013500372567) | > loss_disc_real_0: 0.1956469863653183 (0.11900576219583552) | > loss_disc_real_1: 0.2100408673286438 (0.1476768143475056) | > loss_disc_real_2: 0.28706443309783936 (0.22289757740994295) | > loss_disc_real_3: 0.35027024149894714 (0.2877160105854273) | > loss_disc_real_4: 0.3215601146221161 (0.27289590363701177) | > loss_disc_real_5: 0.3331359624862671 (0.26757301017642016) | > loss_0: 2.784928560256958 (2.4348013500372567) | > loss_gen: 2.4356656074523926 (2.3827027678489685) | > loss_kl: 2.3731019496917725 (2.811604325970014) | > loss_feat: 6.679039478302002 (6.701569020748138) | > loss_mel: 18.094396591186523 (17.510995785395302) | > loss_duration: 2.368823528289795 (2.3278174897034964) | > loss_1: 31.951026916503906 (31.734689235687256)  --> STEP: 25 | > loss_disc: 2.3821914196014404 (2.4326969528198243) | > loss_disc_real_0: 0.06568829715251923 (0.11687306359410286) | > loss_disc_real_1: 0.16415129601955414 (0.14833579361438753) | > loss_disc_real_2: 0.17245639860630035 (0.22087993025779723) | > loss_disc_real_3: 0.3268461227416992 (0.28928121507167814) | > loss_disc_real_4: 0.2515653371810913 (0.27204268097877493) | > loss_disc_real_5: 0.21370276808738708 (0.2654182004928588) | > loss_0: 2.3821914196014404 (2.4326969528198243) | > loss_gen: 2.2103896141052246 (2.375810241699219) | > loss_kl: 2.207587480545044 (2.7874436521530153) | > loss_feat: 7.269816875457764 (6.724298934936524) | > loss_mel: 16.892419815063477 (17.48625274658203) | > loss_duration: 2.3676514625549316 (2.3294108486175538) | > loss_1: 30.947864532470703 (31.703216247558593)  --> STEP: 26 | > loss_disc: 2.583232879638672 (2.438486796159011) | > loss_disc_real_0: 0.07757807523012161 (0.1153617178877959) | > loss_disc_real_1: 0.05777803808450699 (0.14485280301708442) | > loss_disc_real_2: 0.1727418452501297 (0.21902846544981003) | > loss_disc_real_3: 0.23772376775741577 (0.2872982363288219) | > loss_disc_real_4: 0.24962827563285828 (0.27118058846547044) | > loss_disc_real_5: 0.19169946014881134 (0.26258286432578004) | > loss_0: 2.583232879638672 (2.438486796159011) | > loss_gen: 1.661190390586853 (2.3483248628102817) | > loss_kl: 2.5480003356933594 (2.778234293827644) | > loss_feat: 10.636116027832031 (6.874753438509428) | > loss_mel: 19.85836410522461 (17.577487798837513) | > loss_duration: 2.2848525047302246 (2.327697066160349) | > loss_1: 36.988521575927734 (31.90649722172664) --> EVAL PERFORMANCE | > avg_loader_time: 0.002576736303476187 (+0.00011281783764178956) | > avg_loss_disc: 2.438486796159011 (-0.06033193148099425) | > avg_loss_disc_real_0: 0.1153617178877959 (-0.04136297866128957) | > avg_loss_disc_real_1: 0.14485280301708442 (-0.08798473987441796) | > avg_loss_disc_real_2: 0.21902846544981003 (-0.03660788329748005) | > avg_loss_disc_real_3: 0.2872982363288219 (-0.013037288991304574) | > avg_loss_disc_real_4: 0.27118058846547044 (+0.03092765922729776) | > avg_loss_disc_real_5: 0.26258286432578004 (+0.002833068943940531) | > avg_loss_0: 2.438486796159011 (-0.06033193148099425) | > avg_loss_gen: 2.3483248628102817 (-0.127280817582057) | > avg_loss_kl: 2.778234293827644 (-0.04818141460418701) | > avg_loss_feat: 6.874753438509428 (+0.5729105655963611) | > avg_loss_mel: 17.577487798837513 (+0.16892755948580174) | > avg_loss_duration: 2.327697066160349 (+0.008436771539542143) | > avg_loss_1: 31.90649722172664 (+0.5748128890991211)  > EPOCH: 534/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:40:49)   --> TIME: 2024-06-11 14:40:52 -- STEP: 4/330 -- GLOBAL_STEP: 264225 | > loss_disc: 2.4149084091186523 (2.305317997932434) | > loss_disc_real_0: 0.10238239914178848 (0.09496510587632656) | > loss_disc_real_1: 0.2220003306865692 (0.181821309030056) | > loss_disc_real_2: 0.2039826363325119 (0.19867241382598877) | > loss_disc_real_3: 0.19405525922775269 (0.24119232967495918) | > loss_disc_real_4: 0.2496483325958252 (0.28698428720235825) | > loss_disc_real_5: 0.263841837644577 (0.25950221344828606) | > loss_0: 2.4149084091186523 (2.305317997932434) | > grad_norm_0: tensor(11.1587, device='cuda:0') (tensor(9.8849, device='cuda:0')) | > loss_gen: 2.4466311931610107 (2.6485177874565125) | > loss_kl: 1.54638671875 (1.8500681519508362) | > loss_feat: 5.879629135131836 (6.9109495878219604) | > loss_mel: 18.195642471313477 (18.544879913330078) | > loss_duration: 2.149044990539551 (2.17759245634079) | > loss_1: 30.217334747314453 (32.13200759887695) | > grad_norm_1: tensor(178.0622, device='cuda:0') (tensor(140.8893, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3499 (0.3768983483314514) | > loader_time: 0.0029 (0.0029616355895996094)  --> TIME: 2024-06-11 14:41:01 -- STEP: 29/330 -- GLOBAL_STEP: 264250 | > loss_disc: 2.398608446121216 (2.336148138703971) | > loss_disc_real_0: 0.08737897872924805 (0.10668337396506605) | > loss_disc_real_1: 0.2140592783689499 (0.20233677327632904) | > loss_disc_real_2: 0.20384332537651062 (0.2070696508062297) | > loss_disc_real_3: 0.23054474592208862 (0.23123549747055974) | > loss_disc_real_4: 0.23843298852443695 (0.23152626177360272) | > loss_disc_real_5: 0.24895811080932617 (0.22474181703452406) | > loss_0: 2.398608446121216 (2.336148138703971) | > grad_norm_0: tensor(24.4814, device='cuda:0') (tensor(12.9496, device='cuda:0')) | > loss_gen: 2.5789918899536133 (2.5145419219444536) | > loss_kl: 1.9306801557540894 (1.8476999504812832) | > loss_feat: 6.723508358001709 (6.964413560669998) | > loss_mel: 17.408794403076172 (17.977040915653628) | > loss_duration: 1.9995607137680054 (2.0452876296536675) | > loss_1: 30.641536712646484 (31.348983961960364) | > grad_norm_1: tensor(133.0869, device='cuda:0') (tensor(150.0097, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3542 (0.3568795631671774) | > loader_time: 0.0032 (0.0031947678533093683)  --> TIME: 2024-06-11 14:41:10 -- STEP: 54/330 -- GLOBAL_STEP: 264275 | > loss_disc: 2.2931485176086426 (2.3477830489476523) | > loss_disc_real_0: 0.0949113667011261 (0.10942495655682352) | > loss_disc_real_1: 0.19658249616622925 (0.2010112021256376) | > loss_disc_real_2: 0.19703194499015808 (0.2101210140519672) | > loss_disc_real_3: 0.23069606721401215 (0.22998958632901864) | > loss_disc_real_4: 0.22298137843608856 (0.23247408425366436) | > loss_disc_real_5: 0.2017461359500885 (0.22363446321752337) | > loss_0: 2.2931485176086426 (2.3477830489476523) | > grad_norm_0: tensor(6.2620, device='cuda:0') (tensor(14.8266, device='cuda:0')) | > loss_gen: 2.437958002090454 (2.514199905925327) | > loss_kl: 1.8577589988708496 (1.8759032951460943) | > loss_feat: 7.178916931152344 (7.0046669730433715) | > loss_mel: 18.529510498046875 (17.95284991794162) | > loss_duration: 1.9693161249160767 (2.021465749652298) | > loss_1: 31.973461151123047 (31.369085665102357) | > grad_norm_1: tensor(119.4274, device='cuda:0') (tensor(161.2924, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3657 (0.35874471399519187) | > loader_time: 0.0035 (0.003374757590117278)  --> TIME: 2024-06-11 14:41:19 -- STEP: 79/330 -- GLOBAL_STEP: 264300 | > loss_disc: 2.318807601928711 (2.3519107933285865) | > loss_disc_real_0: 0.12243654578924179 (0.11120916912450066) | > loss_disc_real_1: 0.18434809148311615 (0.19940911403185207) | > loss_disc_real_2: 0.22406260669231415 (0.21057004208051705) | > loss_disc_real_3: 0.25068730115890503 (0.23130801508698282) | > loss_disc_real_4: 0.22980837523937225 (0.2302350754602046) | > loss_disc_real_5: 0.22676515579223633 (0.22219456298441825) | > loss_0: 2.318807601928711 (2.3519107933285865) | > grad_norm_0: tensor(54.0850, device='cuda:0') (tensor(18.8540, device='cuda:0')) | > loss_gen: 2.5587222576141357 (2.5015846294692805) | > loss_kl: 1.994443655014038 (1.9050225049634524) | > loss_feat: 6.697362422943115 (7.035513008697124) | > loss_mel: 18.182933807373047 (17.880210876464847) | > loss_duration: 1.9589663743972778 (2.0126389732843726) | > loss_1: 31.39242935180664 (31.334969822364517) | > grad_norm_1: tensor(578.0906, device='cuda:0') (tensor(203.4413, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3729 (0.36203026469749755) | > loader_time: 0.0034 (0.0034882509255711037)  --> TIME: 2024-06-11 14:41:29 -- STEP: 104/330 -- GLOBAL_STEP: 264325 | > loss_disc: 2.2828469276428223 (2.3547764397584463) | > loss_disc_real_0: 0.08056848496198654 (0.1109929747449664) | > loss_disc_real_1: 0.18406176567077637 (0.20011351257562637) | > loss_disc_real_2: 0.20478424429893494 (0.21070865427072233) | > loss_disc_real_3: 0.2597843408584595 (0.23123549999525914) | > loss_disc_real_4: 0.23047636449337006 (0.23108573659108236) | > loss_disc_real_5: 0.23992811143398285 (0.22227871045470238) | > loss_0: 2.2828469276428223 (2.3547764397584463) | > grad_norm_0: tensor(9.9157, device='cuda:0') (tensor(21.2833, device='cuda:0')) | > loss_gen: 2.715946674346924 (2.504540072037625) | > loss_kl: 2.0178868770599365 (1.9147137460800319) | > loss_feat: 7.448479652404785 (7.012037456035614) | > loss_mel: 18.598812103271484 (17.863780498504635) | > loss_duration: 2.05997896194458 (2.0135193604689383) | > loss_1: 32.841102600097656 (31.308591035696175) | > grad_norm_1: tensor(364.4950, device='cuda:0') (tensor(226.6764, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3793 (0.3653802206883065) | > loader_time: 0.0049 (0.0036050127102778507)  --> TIME: 2024-06-11 14:41:38 -- STEP: 129/330 -- GLOBAL_STEP: 264350 | > loss_disc: 2.356518268585205 (2.3493265033692343) | > loss_disc_real_0: 0.1306520402431488 (0.11118679770896601) | > loss_disc_real_1: 0.18835140764713287 (0.1987390905156616) | > loss_disc_real_2: 0.22800561785697937 (0.2106330533360326) | > loss_disc_real_3: 0.2210124284029007 (0.22989971496800118) | > loss_disc_real_4: 0.23542256653308868 (0.23012889378754667) | > loss_disc_real_5: 0.21213102340698242 (0.221796255010043) | > loss_0: 2.356518268585205 (2.3493265033692343) | > grad_norm_0: tensor(9.9652, device='cuda:0') (tensor(22.8685, device='cuda:0')) | > loss_gen: 2.5189156532287598 (2.513205962587698) | > loss_kl: 2.1712796688079834 (1.933313298595044) | > loss_feat: 6.647651195526123 (7.061400672262029) | > loss_mel: 17.424165725708008 (17.876981690872544) | > loss_duration: 1.9796388149261475 (2.015674060629321) | > loss_1: 30.741649627685547 (31.400575608246086) | > grad_norm_1: tensor(208.3512, device='cuda:0') (tensor(241.6781, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3929 (0.3674910160922266) | > loader_time: 0.0044 (0.003714895987695502)  --> TIME: 2024-06-11 14:41:48 -- STEP: 154/330 -- GLOBAL_STEP: 264375 | > loss_disc: 2.3117315769195557 (2.3531746492757417) | > loss_disc_real_0: 0.09928449988365173 (0.11217928556846334) | > loss_disc_real_1: 0.2079261839389801 (0.19861132312904706) | > loss_disc_real_2: 0.23077450692653656 (0.21094314541135514) | > loss_disc_real_3: 0.22755567729473114 (0.229993601124008) | > loss_disc_real_4: 0.2115856409072876 (0.230112021329341) | > loss_disc_real_5: 0.21374937891960144 (0.22215596315535632) | > loss_0: 2.3117315769195557 (2.3531746492757417) | > grad_norm_0: tensor(24.1937, device='cuda:0') (tensor(24.8879, device='cuda:0')) | > loss_gen: 2.577934980392456 (2.51416575289392) | > loss_kl: 1.9584977626800537 (1.9381896822483509) | > loss_feat: 7.04651403427124 (7.040758259884723) | > loss_mel: 17.93813705444336 (17.853437597101387) | > loss_duration: 2.0338294506073 (2.0183596843248846) | > loss_1: 31.554912567138672 (31.36491094316755) | > grad_norm_1: tensor(429.9951, device='cuda:0') (tensor(261.4985, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3612 (0.36942930190594175) | > loader_time: 0.0042 (0.003807968907542043)  --> TIME: 2024-06-11 14:41:58 -- STEP: 179/330 -- GLOBAL_STEP: 264400 | > loss_disc: 2.445206642150879 (2.3530828673080357) | > loss_disc_real_0: 0.13167306780815125 (0.11325470020984138) | > loss_disc_real_1: 0.20858803391456604 (0.19785106448487855) | > loss_disc_real_2: 0.23977211117744446 (0.21107828925108776) | > loss_disc_real_3: 0.24690108001232147 (0.23003742398496446) | > loss_disc_real_4: 0.24296995997428894 (0.2306259438478747) | > loss_disc_real_5: 0.2454664707183838 (0.22195699711085698) | > loss_0: 2.445206642150879 (2.3530828673080357) | > grad_norm_0: tensor(9.8002, device='cuda:0') (tensor(27.3743, device='cuda:0')) | > loss_gen: 2.4630086421966553 (2.5181142604550844) | > loss_kl: 1.984979271888733 (1.9467935881801157) | > loss_feat: 6.9386115074157715 (7.057176432796031) | > loss_mel: 17.086769104003906 (17.81835794715242) | > loss_duration: 2.070737838745117 (2.0244527129487624) | > loss_1: 30.54410743713379 (31.364894898910098) | > grad_norm_1: tensor(369.4618, device='cuda:0') (tensor(281.3293, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.3828 (0.3717363293610472) | > loader_time: 0.0048 (0.0038983768591001715)  --> TIME: 2024-06-11 14:42:08 -- STEP: 204/330 -- GLOBAL_STEP: 264425 | > loss_disc: 2.273454189300537 (2.352632763339024) | > loss_disc_real_0: 0.05304693430662155 (0.11373696978404826) | > loss_disc_real_1: 0.16743813455104828 (0.19752740750417982) | > loss_disc_real_2: 0.20342543721199036 (0.2115128978210337) | > loss_disc_real_3: 0.2187957912683487 (0.23023517597831933) | > loss_disc_real_4: 0.21726058423519135 (0.22973179605369473) | > loss_disc_real_5: 0.20693594217300415 (0.2221288228882294) | > loss_0: 2.273454189300537 (2.352632763339024) | > grad_norm_0: tensor(38.6868, device='cuda:0') (tensor(29.6247, device='cuda:0')) | > loss_gen: 2.626117706298828 (2.518502863014447) | > loss_kl: 2.0251553058624268 (1.9519721024176653) | > loss_feat: 7.505602836608887 (7.0539218818440155) | > loss_mel: 17.975374221801758 (17.774768137464342) | > loss_duration: 2.027778148651123 (2.031880428393682) | > loss_1: 32.16002655029297 (31.331045356451295) | > grad_norm_1: tensor(574.7510, device='cuda:0') (tensor(296.0363, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.402 (0.37513632283491255) | > loader_time: 0.0051 (0.004026819677913888)  --> TIME: 2024-06-11 14:42:19 -- STEP: 229/330 -- GLOBAL_STEP: 264450 | > loss_disc: 2.309485912322998 (2.354492264543558) | > loss_disc_real_0: 0.12099892646074295 (0.11512120621173143) | > loss_disc_real_1: 0.1965543031692505 (0.19779676843158017) | > loss_disc_real_2: 0.1958804428577423 (0.2114337944307702) | > loss_disc_real_3: 0.2486604005098343 (0.2304282205984582) | > loss_disc_real_4: 0.21959002315998077 (0.22972853436220161) | > loss_disc_real_5: 0.22080667316913605 (0.2221537004001276) | > loss_0: 2.309485912322998 (2.354492264543558) | > grad_norm_0: tensor(9.7460, device='cuda:0') (tensor(30.9634, device='cuda:0')) | > loss_gen: 2.538907527923584 (2.516217894949768) | > loss_kl: 2.0043325424194336 (1.958360019209083) | > loss_feat: 6.878142356872559 (7.058592217457867) | > loss_mel: 18.11279296875 (17.723961426181052) | > loss_duration: 2.1326026916503906 (2.0405722669118362) | > loss_1: 31.666778564453125 (31.297703797119674) | > grad_norm_1: tensor(317.7124, device='cuda:0') (tensor(306.7611, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.4023 (0.37881556869073735) | > loader_time: 0.0056 (0.0041722855713690185)  --> TIME: 2024-06-11 14:42:29 -- STEP: 254/330 -- GLOBAL_STEP: 264475 | > loss_disc: 2.375826358795166 (2.354939462631706) | > loss_disc_real_0: 0.11345632374286652 (0.11582520841730862) | > loss_disc_real_1: 0.21981726586818695 (0.1980584730782846) | > loss_disc_real_2: 0.2143436223268509 (0.2114838204515262) | > loss_disc_real_3: 0.2542363107204437 (0.23022221685863856) | > loss_disc_real_4: 0.2457321435213089 (0.2299784583252246) | > loss_disc_real_5: 0.23528428375720978 (0.2222916395880106) | > loss_0: 2.375826358795166 (2.354939462631706) | > grad_norm_0: tensor(25.2053, device='cuda:0') (tensor(30.8895, device='cuda:0')) | > loss_gen: 2.44248628616333 (2.510100366562371) | > loss_kl: 1.9013464450836182 (1.958815379405585) | > loss_feat: 7.197424411773682 (7.05401256703955) | > loss_mel: 17.79092025756836 (17.675488742317746) | > loss_duration: 2.0688233375549316 (2.0477202947684168) | > loss_1: 31.400999069213867 (31.246137288611706) | > grad_norm_1: tensor(531.6359, device='cuda:0') (tensor(307.1909, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.4257 (0.3825187720651702) | > loader_time: 0.0062 (0.004320349280289775)  --> TIME: 2024-06-11 14:42:41 -- STEP: 279/330 -- GLOBAL_STEP: 264500 | > loss_disc: 2.504192352294922 (2.3565604575645964) | > loss_disc_real_0: 0.2232574075460434 (0.1168774183719389) | > loss_disc_real_1: 0.21640366315841675 (0.19819258436507217) | > loss_disc_real_2: 0.20586338639259338 (0.21155536559320262) | > loss_disc_real_3: 0.23056845366954803 (0.2302594985479095) | > loss_disc_real_4: 0.24342790246009827 (0.22972162019821904) | > loss_disc_real_5: 0.22981731593608856 (0.22202621870357073) | > loss_0: 2.504192352294922 (2.3565604575645964) | > grad_norm_0: tensor(83.2313, device='cuda:0') (tensor(32.1911, device='cuda:0')) | > loss_gen: 2.5582971572875977 (2.5080341147692837) | > loss_kl: 1.9413281679153442 (1.9647977681142883) | > loss_feat: 6.991616249084473 (7.061360694174271) | > loss_mel: 16.923776626586914 (17.632180043018852) | > loss_duration: 2.1382884979248047 (2.0569125627531375) | > loss_1: 30.55330467224121 (31.2232851076297) | > grad_norm_1: tensor(74.1923, device='cuda:0') (tensor(317.1422, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.4628 (0.38838600941456347) | > loader_time: 0.0061 (0.004472713743913982) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_264500.pth  --> TIME: 2024-06-11 14:42:58 -- STEP: 304/330 -- GLOBAL_STEP: 264525 | > loss_disc: 2.3241801261901855 (2.3617846056034684) | > loss_disc_real_0: 0.06528125703334808 (0.11807931851791709) | > loss_disc_real_1: 0.1784476488828659 (0.19870147035506203) | > loss_disc_real_2: 0.195418119430542 (0.21175692637303933) | > loss_disc_real_3: 0.24528424441814423 (0.23076890384484278) | > loss_disc_real_4: 0.23016351461410522 (0.2302130201439324) | > loss_disc_real_5: 0.21301805973052979 (0.22244625249387398) | > loss_0: 2.3241801261901855 (2.3617846056034684) | > grad_norm_0: tensor(31.5460, device='cuda:0') (tensor(33.8201, device='cuda:0')) | > loss_gen: 2.554048538208008 (2.506589595424502) | > loss_kl: 2.0780029296875 (1.9700958411160268) | > loss_feat: 8.188941955566406 (7.074030476181131) | > loss_mel: 17.26634407043457 (17.577808747166085) | > loss_duration: 2.201930522918701 (2.067395474957793) | > loss_1: 32.289268493652344 (31.195920097200496) | > grad_norm_1: tensor(381.1785, device='cuda:0') (tensor(326.1977, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.4824 (0.39574028316297044) | > loader_time: 0.0074 (0.00471318787650058)  --> TIME: 2024-06-11 14:43:28 -- STEP: 329/330 -- GLOBAL_STEP: 264550 | > loss_disc: 2.4673376083374023 (2.367584297359895) | > loss_disc_real_0: 0.2230169028043747 (0.12055520262671096) | > loss_disc_real_1: 0.1647850126028061 (0.198791319566657) | > loss_disc_real_2: 0.17001764476299286 (0.2120581359848787) | > loss_disc_real_3: 0.25282031297683716 (0.23065589680860107) | > loss_disc_real_4: 0.30229946970939636 (0.23074263789461738) | > loss_disc_real_5: 0.250598669052124 (0.22261481177299577) | > loss_0: 2.4673376083374023 (2.367584297359895) | > grad_norm_0: tensor(10.1772, device='cuda:0') (tensor(34.1794, device='cuda:0')) | > loss_gen: 2.4331071376800537 (2.5029446498963606) | > loss_kl: 2.066498041152954 (1.9774060597173349) | > loss_feat: 10.690826416015625 (7.1670524298601235) | > loss_mel: 18.813081741333008 (17.551938520738783) | > loss_duration: 2.2929840087890625 (2.081611619169591) | > loss_1: 36.2964973449707 (31.28095324785876) | > grad_norm_1: tensor(88.1775, device='cuda:0') (tensor(327.7013, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 15.8425 (0.4559036409963592) | > loader_time: 0.0352 (0.005169474969881284)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.492321014404297 (2.492321014404297) | > loss_disc_real_0: 0.07261486351490021 (0.07261486351490021) | > loss_disc_real_1: 0.1796409636735916 (0.1796409636735916) | > loss_disc_real_2: 0.20853257179260254 (0.20853257179260254) | > loss_disc_real_3: 0.2754231095314026 (0.2754231095314026) | > loss_disc_real_4: 0.31555601954460144 (0.31555601954460144) | > loss_disc_real_5: 0.2713050842285156 (0.2713050842285156) | > loss_0: 2.492321014404297 (2.492321014404297) | > loss_gen: 2.2577738761901855 (2.2577738761901855) | > loss_kl: 2.2881529331207275 (2.2881529331207275) | > loss_feat: 5.831710338592529 (5.831710338592529) | > loss_mel: 14.133749961853027 (14.133749961853027) | > loss_duration: 2.996978759765625 (2.996978759765625) | > loss_1: 27.508365631103516 (27.508365631103516)  --> STEP: 1 | > loss_disc: 2.437286853790283 (2.437286853790283) | > loss_disc_real_0: 0.16659501194953918 (0.16659501194953918) | > loss_disc_real_1: 0.1998881995677948 (0.1998881995677948) | > loss_disc_real_2: 0.16679921746253967 (0.16679921746253967) | > loss_disc_real_3: 0.24399404227733612 (0.24399404227733612) | > loss_disc_real_4: 0.2489575296640396 (0.2489575296640396) | > loss_disc_real_5: 0.23621492087841034 (0.23621492087841034) | > loss_0: 2.437286853790283 (2.437286853790283) | > loss_gen: 2.1598610877990723 (2.1598610877990723) | > loss_kl: 2.8432059288024902 (2.8432059288024902) | > loss_feat: 5.208536148071289 (5.208536148071289) | > loss_mel: 16.07332420349121 (16.07332420349121) | > loss_duration: 2.4224491119384766 (2.4224491119384766) | > loss_1: 28.70737648010254 (28.70737648010254)  --> STEP: 2 | > loss_disc: 2.424434185028076 (2.4308605194091797) | > loss_disc_real_0: 0.09664597362279892 (0.13162049278616905) | > loss_disc_real_1: 0.2251294106245041 (0.21250880509614944) | > loss_disc_real_2: 0.2150651067495346 (0.19093216210603714) | > loss_disc_real_3: 0.2609468698501587 (0.2524704560637474) | > loss_disc_real_4: 0.27438634634017944 (0.2616719380021095) | > loss_disc_real_5: 0.23294512927532196 (0.23458002507686615) | > loss_0: 2.424434185028076 (2.4308605194091797) | > loss_gen: 2.4007298946380615 (2.280295491218567) | > loss_kl: 2.8696486949920654 (2.856427311897278) | > loss_feat: 6.381957054138184 (5.795246601104736) | > loss_mel: 18.422821044921875 (17.248072624206543) | > loss_duration: 2.474858522415161 (2.448653817176819) | > loss_1: 32.55001449584961 (30.628695487976074)  --> STEP: 3 | > loss_disc: 2.1599984169006348 (2.3405731519063315) | > loss_disc_real_0: 0.08229631185531616 (0.11517909914255142) | > loss_disc_real_1: 0.1535339057445526 (0.19285050531228384) | > loss_disc_real_2: 0.14215020835399628 (0.17467151085535684) | > loss_disc_real_3: 0.23575778305530548 (0.24689956506093344) | > loss_disc_real_4: 0.2917706370353699 (0.271704837679863) | > loss_disc_real_5: 0.2781554162502289 (0.24910515546798706) | > loss_0: 2.1599984169006348 (2.3405731519063315) | > loss_gen: 2.560689687728882 (2.373760223388672) | > loss_kl: 3.2304141521453857 (2.9810895919799805) | > loss_feat: 6.974717617034912 (6.188403606414795) | > loss_mel: 18.427488327026367 (17.641211191813152) | > loss_duration: 2.348034143447876 (2.415113925933838) | > loss_1: 33.541343688964844 (31.599578221638996)  --> STEP: 4 | > loss_disc: 2.3402998447418213 (2.340504825115204) | > loss_disc_real_0: 0.11055205762386322 (0.11402233876287937) | > loss_disc_real_1: 0.17982368171215057 (0.18959379941225052) | > loss_disc_real_2: 0.18780997395515442 (0.17795612663030624) | > loss_disc_real_3: 0.24562452733516693 (0.2465808056294918) | > loss_disc_real_4: 0.25482815504074097 (0.2674856670200825) | > loss_disc_real_5: 0.26683878898620605 (0.2535385638475418) | > loss_0: 2.3402998447418213 (2.340504825115204) | > loss_gen: 2.3376500606536865 (2.3647326827049255) | > loss_kl: 3.6006109714508057 (3.1359699368476868) | > loss_feat: 6.580596923828125 (6.286451935768127) | > loss_mel: 18.180862426757812 (17.776124000549316) | > loss_duration: 2.3580145835876465 (2.40083909034729) | > loss_1: 33.057735443115234 (31.964117527008057)  --> STEP: 5 | > loss_disc: 2.3390157222747803 (2.340207004547119) | > loss_disc_real_0: 0.11199440062046051 (0.1136167511343956) | > loss_disc_real_1: 0.20892563462257385 (0.19346016645431519) | > loss_disc_real_2: 0.2304641455411911 (0.1884577304124832) | > loss_disc_real_3: 0.21853584051132202 (0.24097181260585784) | > loss_disc_real_4: 0.212565615773201 (0.2565016567707062) | > loss_disc_real_5: 0.2107020914554596 (0.24497126936912536) | > loss_0: 2.3390157222747803 (2.340207004547119) | > loss_gen: 2.4466805458068848 (2.3811222553253173) | > loss_kl: 2.6895229816436768 (3.046680545806885) | > loss_feat: 6.9291887283325195 (6.414999294281006) | > loss_mel: 18.789392471313477 (17.97877769470215) | > loss_duration: 2.3731741905212402 (2.39530611038208) | > loss_1: 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loss_disc_real_1: 0.20675592124462128 (0.19572640742574418) | > loss_disc_real_2: 0.1691821813583374 (0.19291384943893977) | > loss_disc_real_3: 0.2930954396724701 (0.24819050303527287) | > loss_disc_real_4: 0.26740729808807373 (0.252061984368733) | > loss_disc_real_5: 0.21975083649158478 (0.23458127890314376) | > loss_0: 2.3851518630981445 (2.3728391783578053) | > loss_gen: 2.2985968589782715 (2.3040803841182163) | > loss_kl: 4.0171098709106445 (3.063135862350464) | > loss_feat: 7.012941360473633 (6.339451176779611) | > loss_mel: 16.562538146972656 (17.60897527422224) | > loss_duration: 2.5364809036254883 (2.3851025104522705) | > loss_1: 32.427669525146484 (31.700745718819753)  --> STEP: 8 | > loss_disc: 2.389630079269409 (2.374938040971756) | > loss_disc_real_0: 0.08064131438732147 (0.10607396345585585) | > loss_disc_real_1: 0.1686188280582428 (0.19233796000480652) | > loss_disc_real_2: 0.18765005469322205 (0.19225587509572506) | > loss_disc_real_3: 0.21931476891040802 (0.24458103626966476) | > loss_disc_real_4: 0.2563933730125427 (0.2526034079492092) | > loss_disc_real_5: 0.22660847008228302 (0.23358467780053616) | > loss_0: 2.389630079269409 (2.374938040971756) | > loss_gen: 2.1245169639587402 (2.281634956598282) | > loss_kl: 2.857748031616211 (3.0374623835086823) | > loss_feat: 7.756179332733154 (6.516542196273804) | > loss_mel: 19.35396385192871 (17.827098846435547) | > loss_duration: 2.2996773719787598 (2.3744243681430817) | > loss_1: 34.392086029052734 (32.03716325759888)  --> STEP: 9 | > loss_disc: 2.2984156608581543 (2.366435554292467) | > loss_disc_real_0: 0.06885749101638794 (0.10193879985147053) | > loss_disc_real_1: 0.19140133261680603 (0.1922338902950287) | > loss_disc_real_2: 0.1997908651828766 (0.19309309621651968) | > loss_disc_real_3: 0.23043836653232574 (0.24300962852107155) | > loss_disc_real_4: 0.25089988112449646 (0.2524141271909078) | > loss_disc_real_5: 0.32923319935798645 (0.24421229130691952) | > loss_0: 2.2984156608581543 (2.366435554292467) | > loss_gen: 2.3419768810272217 (2.288339614868164) | > loss_kl: 2.5705201625823975 (2.985579914516873) | > loss_feat: 10.197590827941895 (6.9255475997924805) | > loss_mel: 18.979839324951172 (17.955181121826172) | > loss_duration: 2.177306890487671 (2.3525224261813693) | > loss_1: 36.267234802246094 (32.50717120700412)  --> STEP: 10 | > loss_disc: 2.5320301055908203 (2.3829950094223022) | > loss_disc_real_0: 0.15067124366760254 (0.10681204423308373) | > loss_disc_real_1: 0.24441643059253693 (0.1974521443247795) | > loss_disc_real_2: 0.248196542263031 (0.19860344082117082) | > loss_disc_real_3: 0.23328794538974762 (0.24203746020793915) | > loss_disc_real_4: 0.27837395668029785 (0.2550101101398468) | > loss_disc_real_5: 0.21168360114097595 (0.24095942229032516) | > loss_0: 2.5320301055908203 (2.3829950094223022) | > loss_gen: 2.197525978088379 (2.2792582511901855) | > loss_kl: 2.6400957107543945 (2.951031494140625) | > loss_feat: 4.683683395385742 (6.701361179351807) | > loss_mel: 14.8433256149292 (17.643995571136475) | > loss_duration: 2.367432117462158 (2.3540133953094484) | > loss_1: 26.73206329345703 (31.929660415649415)  --> STEP: 11 | > loss_disc: 2.3538384437561035 (2.380344412543557) | > loss_disc_real_0: 0.09079255163669586 (0.1053557267243212) | > loss_disc_real_1: 0.15353451669216156 (0.19345963272181424) | > loss_disc_real_2: 0.2193111777305603 (0.20048596235838803) | > loss_disc_real_3: 0.1812732219696045 (0.23651343854990872) | > loss_disc_real_4: 0.19955497980117798 (0.24996873465451327) | > loss_disc_real_5: 0.28131893277168274 (0.2446284686977213) | > loss_0: 2.3538384437561035 (2.380344412543557) | > loss_gen: 2.135094165802002 (2.266152425245805) | > loss_kl: 3.5185413360595703 (3.002623297951438) | > loss_feat: 8.006281852722168 (6.819990331476385) | > loss_mel: 18.586820602416992 (17.729706937616523) | > loss_duration: 2.436676502227783 (2.361528223211115) | > loss_1: 34.683414459228516 (32.18000169233842)  --> STEP: 12 | > loss_disc: 2.4367032051086426 (2.3850409785906477) | > loss_disc_real_0: 0.10762988775968552 (0.10554524014393489) | > loss_disc_real_1: 0.22902901470661163 (0.19642374788721403) | > loss_disc_real_2: 0.27986302971839905 (0.20710071797172228) | > loss_disc_real_3: 0.22127515077590942 (0.23524358123540878) | > loss_disc_real_4: 0.21142731606960297 (0.24675694977243742) | > loss_disc_real_5: 0.2017124742269516 (0.24105213582515717) | > loss_0: 2.4367032051086426 (2.3850409785906477) | > loss_gen: 2.167898654937744 (2.257964611053467) | > loss_kl: 2.106361150741577 (2.92793478568395) | > loss_feat: 5.78773307800293 (6.733968893686931) | > loss_mel: 17.39312171936035 (17.70165816942851) | > loss_duration: 2.3058218955993652 (2.3568860292434692) | > loss_1: 29.760936737060547 (31.978412946065266)  --> STEP: 13 | > loss_disc: 2.5177299976348877 (2.3952478262094354) | > loss_disc_real_0: 0.14490574598312378 (0.10857297136233403) | > loss_disc_real_1: 0.30854979157447815 (0.20504882817084974) | > loss_disc_real_2: 0.17519237101078033 (0.20464622974395752) | > loss_disc_real_3: 0.2497899830341339 (0.2363625352199261) | > loss_disc_real_4: 0.2690134346485138 (0.24846898707059714) | > loss_disc_real_5: 0.2653135657310486 (0.2429183996640719) | > loss_0: 2.5177299976348877 (2.3952478262094354) | > loss_gen: 2.338120460510254 (2.2641304456270657) | > loss_kl: 2.955599784851074 (2.9300628625429592) | > loss_feat: 6.782817363739014 (6.737726468306321) | > loss_mel: 17.87697982788086 (17.71514445084792) | > loss_duration: 2.295180320739746 (2.3521394362816443) | > loss_1: 32.24869918823242 (31.99920419546274)  --> STEP: 14 | > loss_disc: 2.3360722064971924 (2.3910209962299893) | > loss_disc_real_0: 0.05611215531826019 (0.10482577021632876) | > loss_disc_real_1: 0.15993434190750122 (0.20182636486632483) | > loss_disc_real_2: 0.17687325179576874 (0.20266244560480118) | > loss_disc_real_3: 0.26629412174224854 (0.23850050568580627) | > loss_disc_real_4: 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(17.71666806936264) | > loss_duration: 2.391078233718872 (2.3623365312814713) | > loss_1: 30.5294246673584 (32.20327961444855)  --> STEP: 17 | > loss_disc: 2.455028533935547 (2.406055871178122) | > loss_disc_real_0: 0.11031825840473175 (0.12029576476882486) | > loss_disc_real_1: 0.19739151000976562 (0.2064310347332674) | > loss_disc_real_2: 0.20340262353420258 (0.20410997727338007) | > loss_disc_real_3: 0.2702936828136444 (0.23925898443250096) | > loss_disc_real_4: 0.2850651741027832 (0.24816705461810618) | > loss_disc_real_5: 0.2029014527797699 (0.2441283867639654) | > loss_0: 2.455028533935547 (2.406055871178122) | > loss_gen: 2.1253843307495117 (2.280060094945571) | > loss_kl: 2.1066997051239014 (2.9904214634614834) | > loss_feat: 5.43196964263916 (6.709074160631965) | > loss_mel: 18.326425552368164 (17.75253615659826) | > loss_duration: 2.4261574745178223 (2.3660907044130215) | > loss_1: 30.416635513305664 (32.098182902616614)  --> STEP: 18 | > loss_disc: 2.139871120452881 (2.3912678294711642) | > loss_disc_real_0: 0.12850432097911835 (0.12075179566939671) | > loss_disc_real_1: 0.17197945713996887 (0.20451705820030636) | > loss_disc_real_2: 0.12434378266334534 (0.19967852201726702) | > loss_disc_real_3: 0.16272443532943726 (0.2350070650378863) | > loss_disc_real_4: 0.14518412947654724 (0.24244578099913067) | > loss_disc_real_5: 0.20376573503017426 (0.24188601722319922) | > loss_0: 2.139871120452881 (2.3912678294711642) | > loss_gen: 2.250340461730957 (2.278409004211426) | > loss_kl: 2.570983409881592 (2.9671193493737116) | > loss_feat: 8.201367378234863 (6.791979339387682) | > loss_mel: 16.47807502746582 (17.681732760535347) | > loss_duration: 2.27042293548584 (2.3607758283615112) | > loss_1: 31.771190643310547 (32.080016665988495)  --> STEP: 19 | > loss_disc: 2.665803909301758 (2.4057170968306694) | > loss_disc_real_0: 0.1612173616886139 (0.1228815623019871) | > loss_disc_real_1: 0.20767426490783691 (0.20468322697438693) | > loss_disc_real_2: 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2.306036949157715 (2.8825390225365046) | > loss_feat: 7.178767204284668 (6.715007327851795) | > loss_mel: 17.113052368164062 (17.632250785827637) | > loss_duration: 2.168710470199585 (2.35064849399385) | > loss_1: 31.223020553588867 (31.851486660185316)  --> STEP: 22 | > loss_disc: 2.521946668624878 (2.4051514647223735) | > loss_disc_real_0: 0.11968749761581421 (0.12025309286334297) | > loss_disc_real_1: 0.2740379273891449 (0.2097532959146933) | > loss_disc_real_2: 0.15541639924049377 (0.19684659215536984) | > loss_disc_real_3: 0.20367148518562317 (0.2346201938661662) | > loss_disc_real_4: 0.26482099294662476 (0.24402863532304764) | > loss_disc_real_5: 0.19383519887924194 (0.24049028009176254) | > loss_0: 2.521946668624878 (2.4051514647223735) | > loss_gen: 2.0223164558410645 (2.259734999049793) | > loss_kl: 2.001786947250366 (2.8425048372962256) | > loss_feat: 6.8707475662231445 (6.722086429595947) | > loss_mel: 17.131175994873047 (17.609474658966064) | > loss_duration: 2.2033913135528564 (2.343954985791987) | > loss_1: 30.229419708251953 (31.777756344188344)  --> STEP: 23 | > loss_disc: 2.4215729236602783 (2.4058654411979346) | > loss_disc_real_0: 0.09687167406082153 (0.11923650943714639) | > loss_disc_real_1: 0.2355678528547287 (0.21087566795556442) | > loss_disc_real_2: 0.21193405985832214 (0.19750256901201996) | > loss_disc_real_3: 0.2579536437988281 (0.2356346916893254) | > loss_disc_real_4: 0.20068953931331635 (0.2421443268008854) | > loss_disc_real_5: 0.21905367076396942 (0.2395582535992498) | > loss_0: 2.4215729236602783 (2.4058654411979346) | > loss_gen: 2.1808509826660156 (2.25630525920702) | > loss_kl: 2.594467878341675 (2.8317206216895063) | > loss_feat: 8.595061302185059 (6.8035201197085176) | > loss_mel: 16.712223052978516 (17.5704637195753) | > loss_duration: 2.26737642288208 (2.3406254830567734) | > loss_1: 32.349979400634766 (31.8026356075121)  --> STEP: 24 | > loss_disc: 2.5743191242218018 (2.4128843446572623) | > loss_disc_real_0: 0.08066471666097641 (0.11762935140480597) | > loss_disc_real_1: 0.1919253170490265 (0.21008607000112534) | > loss_disc_real_2: 0.22116994857788086 (0.19848870982726416) | > loss_disc_real_3: 0.25629711151123047 (0.23649562584857145) | > loss_disc_real_4: 0.2474190592765808 (0.24236410732070604) | > loss_disc_real_5: 0.27482280135154724 (0.24102760975559553) | > loss_0: 2.5743191242218018 (2.4128843446572623) | > loss_gen: 1.9385406970977783 (2.243065069119135) | > loss_kl: 2.4893312454223633 (2.8174543976783752) | > loss_feat: 5.226646423339844 (6.737817049026489) | > loss_mel: 17.32379722595215 (17.56018594900767) | > loss_duration: 2.4200186729431152 (2.3439335326353707) | > loss_1: 29.39833641052246 (31.7024564743042)  --> STEP: 25 | > loss_disc: 2.5628304481506348 (2.418882188796997) | > loss_disc_real_0: 0.14302891492843628 (0.11864533394575119) | > loss_disc_real_1: 0.20442409813404083 (0.20985959112644195) | > loss_disc_real_2: 0.18082155287265778 (0.1977820235490799) | > loss_disc_real_3: 0.2316625416278839 (0.23630230247974396) | > loss_disc_real_4: 0.29255178570747375 (0.24437161445617675) | > loss_disc_real_5: 0.25476357340812683 (0.24157704830169677) | > loss_0: 2.5628304481506348 (2.418882188796997) | > loss_gen: 2.00136137008667 (2.233396921157836) | > loss_kl: 2.84245228767395 (2.818454313278198) | > loss_feat: 5.0787882804870605 (6.671455898284912) | > loss_mel: 14.750420570373535 (17.447795333862306) | > loss_duration: 2.400825023651123 (2.346209192276001) | > loss_1: 27.073848724365234 (31.51731216430664)  --> STEP: 26 | > loss_disc: 2.3115155696868896 (2.4147527034466085) | > loss_disc_real_0: 0.07964254915714264 (0.11714522683849701) | > loss_disc_real_1: 0.21692149341106415 (0.21013120275277358) | > loss_disc_real_2: 0.1272161602973938 (0.1950679518855535) | > loss_disc_real_3: 0.08414234966039658 (0.23044999660207674) | > loss_disc_real_4: 0.09286820888519287 (0.2385445603957543) | > loss_disc_real_5: 0.13638454675674438 (0.23753118285766014) | > loss_0: 2.3115155696868896 (2.4147527034466085) | > loss_gen: 2.161322593688965 (2.2306248316398025) | > loss_kl: 2.3238468170166016 (2.799430948037368) | > loss_feat: 18.890016555786133 (7.141400538958036) | > loss_mel: 20.176502227783203 (17.55274559901311) | > loss_duration: 2.321028232574463 (2.345240693825942) | > loss_1: 45.872718811035156 (32.06944318918082) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024245794002826404 (-0.0001521569031935465) | > avg_loss_disc: 2.4147527034466085 (-0.023734092712402344) | > avg_loss_disc_real_0: 0.11714522683849701 (+0.0017835089507011181) | > avg_loss_disc_real_1: 0.21013120275277358 (+0.06527839973568916) | > avg_loss_disc_real_2: 0.1950679518855535 (-0.02396051356425652) | > avg_loss_disc_real_3: 0.23044999660207674 (-0.05684823972674516) | > avg_loss_disc_real_4: 0.2385445603957543 (-0.03263602806971613) | > avg_loss_disc_real_5: 0.23753118285766014 (-0.025051681468119896) | > avg_loss_0: 2.4147527034466085 (-0.023734092712402344) | > avg_loss_gen: 2.2306248316398025 (-0.11770003117047922) | > avg_loss_kl: 2.799430948037368 (+0.021196654209723942) | > avg_loss_feat: 7.141400538958036 (+0.2666471004486084) | > avg_loss_mel: 17.55274559901311 (-0.024742199824402178) | > avg_loss_duration: 2.345240693825942 (+0.017543627665593142) | > avg_loss_1: 32.06944318918082 (+0.16294596745417778)  > EPOCH: 535/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:43:34)   --> TIME: 2024-06-11 14:43:44 -- STEP: 24/330 -- GLOBAL_STEP: 264575 | > loss_disc: 2.428590774536133 (2.3352180620034537) | > loss_disc_real_0: 0.10548476874828339 (0.10611030490448077) | > loss_disc_real_1: 0.1892988383769989 (0.1943660726149877) | > loss_disc_real_2: 0.2168435901403427 (0.21258030024667582) | > loss_disc_real_3: 0.22561714053153992 (0.22505469930668673) | > loss_disc_real_4: 0.24826587736606598 (0.2366902275631825) | > loss_disc_real_5: 0.2303815484046936 (0.22817079164087772) | > loss_0: 2.428590774536133 (2.3352180620034537) | > grad_norm_0: tensor(12.0709, device='cuda:0') (tensor(8.3033, device='cuda:0')) | > loss_gen: 2.53236985206604 (2.5024000704288487) | > loss_kl: 1.9807299375534058 (1.8725988219181697) | > loss_feat: 7.105504512786865 (7.05583639939626) | > loss_mel: 17.304445266723633 (17.834590514500935) | > loss_duration: 1.963210105895996 (2.062443092465401) | > loss_1: 30.88625717163086 (31.327869017918903) | > grad_norm_1: tensor(104.1126, device='cuda:0') (tensor(96.0106, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.3553 (0.3677736719449361) | > loader_time: 0.0038 (0.0033201773961385093)  --> TIME: 2024-06-11 14:43:54 -- STEP: 49/330 -- GLOBAL_STEP: 264600 | > loss_disc: 2.3370535373687744 (2.3554896189242) | > loss_disc_real_0: 0.12639543414115906 (0.110059491377704) | > loss_disc_real_1: 0.1884368509054184 (0.19759294573141603) | > loss_disc_real_2: 0.21934808790683746 (0.21079278022659068) | > loss_disc_real_3: 0.21808186173439026 (0.22807237718786513) | > loss_disc_real_4: 0.21753785014152527 (0.2360616834187994) | > loss_disc_real_5: 0.20461468398571014 (0.2266230583190918) | > loss_0: 2.3370535373687744 (2.3554896189242) | > grad_norm_0: tensor(18.5349, device='cuda:0') (tensor(8.3150, device='cuda:0')) | > loss_gen: 2.531524181365967 (2.4835099395440556) | > loss_kl: 1.789646029472351 (1.8971836712895607) | > loss_feat: 6.842624664306641 (6.998760787808165) | > loss_mel: 16.98849105834961 (17.821262593172033) | > loss_duration: 1.9419004917144775 (2.025024834944278) | > loss_1: 30.094186782836914 (31.22574214546048) | > grad_norm_1: tensor(196.9353, device='cuda:0') (tensor(91.6058, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.3633 (0.36422270171496335) | > loader_time: 0.0033 (0.0033940149813282247)  --> TIME: 2024-06-11 14:44:03 -- STEP: 74/330 -- GLOBAL_STEP: 264625 | > loss_disc: 2.36680269241333 (2.3442641496658334) | > loss_disc_real_0: 0.08949347585439682 (0.10890286627250749) | > loss_disc_real_1: 0.20759573578834534 (0.19644606777945078) | > loss_disc_real_2: 0.21822571754455566 (0.21222359042715383) | > loss_disc_real_3: 0.23213738203048706 (0.22686009431207502) | > loss_disc_real_4: 0.2326766550540924 (0.2330137028081997) | > loss_disc_real_5: 0.22132223844528198 (0.22401704276735718) | > loss_0: 2.36680269241333 (2.3442641496658334) | > grad_norm_0: tensor(7.0756, device='cuda:0') (tensor(9.5204, device='cuda:0')) | > loss_gen: 2.5686070919036865 (2.4899959918614987) | > loss_kl: 1.9666715860366821 (1.9101701652681506) | > loss_feat: 7.111238479614258 (7.064458234890087) | > loss_mel: 17.371980667114258 (17.80179773794638) | > loss_duration: 1.930800437927246 (2.0127020027186417) | > loss_1: 30.949298858642578 (31.279124337273675) | > grad_norm_1: tensor(126.2870, device='cuda:0') (tensor(107.9605, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.3709 (0.369140989071614) | > loader_time: 0.0039 (0.0034843006649532835)  --> TIME: 2024-06-11 14:44:13 -- STEP: 99/330 -- GLOBAL_STEP: 264650 | > loss_disc: 2.366238594055176 (2.3515423476093953) | > loss_disc_real_0: 0.1062956228852272 (0.11088815783009384) | > loss_disc_real_1: 0.21681569516658783 (0.1985940084312901) | > loss_disc_real_2: 0.2245715707540512 (0.21253056884414018) | > loss_disc_real_3: 0.2214798778295517 (0.22840729205295293) | > loss_disc_real_4: 0.21023376286029816 (0.2323779800925592) | > loss_disc_real_5: 0.2124459594488144 (0.22372556966964643) | > loss_0: 2.366238594055176 (2.3515423476093953) | > grad_norm_0: tensor(17.8074, device='cuda:0') (tensor(9.7008, device='cuda:0')) | > loss_gen: 2.5345804691314697 (2.484640282813949) | > loss_kl: 1.773792028427124 (1.9125106659802524) | > loss_feat: 7.300603866577148 (7.034250962613809) | > loss_mel: 18.33010482788086 (17.78610861421835) | > loss_duration: 2.0364937782287598 (2.0121932619749896) | > loss_1: 31.975574493408203 (31.22970392246439) | > grad_norm_1: tensor(311.0919, device='cuda:0') (tensor(119.7051, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.4009 (0.37022285268764304) | > loader_time: 0.0035 (0.003554541655261107)  --> TIME: 2024-06-11 14:44:23 -- STEP: 124/330 -- GLOBAL_STEP: 264675 | > loss_disc: 2.4571139812469482 (2.35395751460906) | > loss_disc_real_0: 0.1311209797859192 (0.11220406939185434) | > loss_disc_real_1: 0.16119123995304108 (0.1983998148672042) | > loss_disc_real_2: 0.2256089150905609 (0.2124671202994162) | > loss_disc_real_3: 0.218892902135849 (0.22880060658339532) | > loss_disc_real_4: 0.22649401426315308 (0.2310556351177154) | > loss_disc_real_5: 0.2150295525789261 (0.2229857965102119) | > loss_0: 2.4571139812469482 (2.35395751460906) | > grad_norm_0: tensor(22.4227, device='cuda:0') (tensor(10.5502, device='cuda:0')) | > loss_gen: 2.447934150695801 (2.4828323183521146) | > loss_kl: 1.9146339893341064 (1.9207357264334155) | > loss_feat: 6.9668097496032715 (7.027086446362157) | > loss_mel: 18.315204620361328 (17.791894466646248) | > loss_duration: 2.044173002243042 (2.01524991758408) | > loss_1: 31.688753128051758 (31.237798952287243) | > grad_norm_1: tensor(314.6156, device='cuda:0') (tensor(135.1397, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.4004 (0.3773181765310226) | > loader_time: 0.0052 (0.003736653635578771)  --> TIME: 2024-06-11 14:44:33 -- STEP: 149/330 -- GLOBAL_STEP: 264700 | > loss_disc: 2.227778673171997 (2.359171734560257) | > loss_disc_real_0: 0.13758155703544617 (0.11452214909879953) | > loss_disc_real_1: 0.17787937819957733 (0.19982390025718091) | > loss_disc_real_2: 0.20043568313121796 (0.2122098008458246) | > loss_disc_real_3: 0.2146170437335968 (0.22828091380980192) | > loss_disc_real_4: 0.20112216472625732 (0.23084348210152364) | > loss_disc_real_5: 0.20232945680618286 (0.22299794382696983) | > loss_0: 2.227778673171997 (2.359171734560257) | > grad_norm_0: tensor(45.0499, device='cuda:0') (tensor(13.9770, device='cuda:0')) | > loss_gen: 2.5506532192230225 (2.4766251944855555) | > loss_kl: 1.9865736961364746 (1.9330480282738705) | > loss_feat: 6.858489513397217 (6.998719292199053) | > loss_mel: 17.72053337097168 (17.789312554685853) | > loss_duration: 2.03100323677063 (2.0183276354066475) | > loss_1: 31.147254943847656 (31.2160327834571) | > grad_norm_1: tensor(413.7334, device='cuda:0') (tensor(162.5396, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.3686 (0.37995194748744066) | > loader_time: 0.0044 (0.003854285950628703)  --> TIME: 2024-06-11 14:44:43 -- STEP: 174/330 -- GLOBAL_STEP: 264725 | > loss_disc: 2.3443408012390137 (2.356250395720033) | > loss_disc_real_0: 0.07880179584026337 (0.1142669474684644) | > loss_disc_real_1: 0.1972072869539261 (0.1989347802839059) | > loss_disc_real_2: 0.2265513837337494 (0.21260212772879108) | > loss_disc_real_3: 0.21860556304454803 (0.2288731298056142) | > loss_disc_real_4: 0.19841797649860382 (0.2307964655859717) | > loss_disc_real_5: 0.20154692232608795 (0.22318794304269485) | > loss_0: 2.3443408012390137 (2.356250395720033) | > grad_norm_0: tensor(26.8664, device='cuda:0') (tensor(15.9319, device='cuda:0')) | > loss_gen: 2.4155592918395996 (2.4876377705870003) | > loss_kl: 1.9793808460235596 (1.9405454815119163) | > loss_feat: 7.009302616119385 (7.039218521666254) | > loss_mel: 17.6406192779541 (17.773182868957512) | > loss_duration: 2.1225461959838867 (2.022682400270441) | > loss_1: 31.167407989501953 (31.263267144389538) | > grad_norm_1: tensor(450.8077, device='cuda:0') (tensor(183.5229, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.3895 (0.38001762724470817) | > loader_time: 0.0042 (0.003917961285032075)  --> TIME: 2024-06-11 14:44:53 -- STEP: 199/330 -- GLOBAL_STEP: 264750 | > loss_disc: 2.49104905128479 (2.359111789482922) | > loss_disc_real_0: 0.15247419476509094 (0.1157034622439787) | > loss_disc_real_1: 0.2169462889432907 (0.19879725552983013) | > loss_disc_real_2: 0.2559124231338501 (0.21312230218894518) | > loss_disc_real_3: 0.3023555278778076 (0.22908814371231212) | > loss_disc_real_4: 0.29130494594573975 (0.2300799666487392) | > loss_disc_real_5: 0.2499224841594696 (0.22209039966964242) | > loss_0: 2.49104905128479 (2.359111789482922) | > grad_norm_0: tensor(14.0137, device='cuda:0') (tensor(19.1226, device='cuda:0')) | > loss_gen: 2.7186191082000732 (2.493132570880142) | > loss_kl: 1.8758777379989624 (1.9476165999120205) | > loss_feat: 6.145829677581787 (7.046449929625546) | > loss_mel: 18.094453811645508 (17.752428792828894) | > loss_duration: 2.143740177154541 (2.030969403496939) | > loss_1: 30.978519439697266 (31.270597371623744) | > grad_norm_1: tensor(456.3399, device='cuda:0') (tensor(207.9875, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.3939 (0.38129356997696) | > loader_time: 0.0047 (0.004005348263074407)  --> TIME: 2024-06-11 14:45:03 -- STEP: 224/330 -- GLOBAL_STEP: 264775 | > loss_disc: 2.14200758934021 (2.3607146622879163) | > loss_disc_real_0: 0.08532760292291641 (0.11620076022310448) | > loss_disc_real_1: 0.19797348976135254 (0.19874988549521985) | > loss_disc_real_2: 0.20749278366565704 (0.2131024851197643) | > loss_disc_real_3: 0.2053196281194687 (0.22917233307712845) | > loss_disc_real_4: 0.2226194143295288 (0.230294236248093) | > loss_disc_real_5: 0.20247146487236023 (0.22225470395226563) | > loss_0: 2.14200758934021 (2.3607146622879163) | > grad_norm_0: tensor(44.7199, device='cuda:0') (tensor(21.3621, device='cuda:0')) | > loss_gen: 2.7216694355010986 (2.4962216211216792) | > loss_kl: 1.989963412284851 (1.951894405164889) | > loss_feat: 8.751961708068848 (7.052778544170517) | > loss_mel: 18.13409996032715 (17.702967567103254) | > loss_duration: 2.1262459754943848 (2.038117011210749) | > loss_1: 33.723941802978516 (31.241979266916) | > grad_norm_1: tensor(442.0688, device='cuda:0') (tensor(225.3834, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.4 (0.38325186712401255) | > loader_time: 0.0054 (0.004129088350704742)  --> TIME: 2024-06-11 14:45:14 -- STEP: 249/330 -- GLOBAL_STEP: 264800 | > loss_disc: 2.4275097846984863 (2.361944635230375) | > loss_disc_real_0: 0.06465542316436768 (0.11669508444077997) | > loss_disc_real_1: 0.16375964879989624 (0.19863336623074054) | > loss_disc_real_2: 0.18437634408473969 (0.21326171358426413) | > loss_disc_real_3: 0.22772401571273804 (0.22947587372069378) | > loss_disc_real_4: 0.21406790614128113 (0.22969872944326286) | > loss_disc_real_5: 0.2152421921491623 (0.22228760795899663) | > loss_0: 2.4275097846984863 (2.361944635230375) | > grad_norm_0: tensor(10.2688, device='cuda:0') (tensor(23.2836, device='cuda:0')) | > loss_gen: 2.285813093185425 (2.497884320446765) | > loss_kl: 2.0114479064941406 (1.9530649874583785) | > loss_feat: 6.4538726806640625 (7.058307609404905) | > loss_mel: 17.42755699157715 (17.676038466304185) | > loss_duration: 2.11281681060791 (2.0464410767497787) | > loss_1: 30.291507720947266 (31.23173657765829) | > grad_norm_1: tensor(89.5580, device='cuda:0') (tensor(240.3795, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.4502 (0.38660070503571903) | > loader_time: 0.0054 (0.0042508357021224605)  --> TIME: 2024-06-11 14:45:25 -- STEP: 274/330 -- GLOBAL_STEP: 264825 | > loss_disc: 2.3315744400024414 (2.3593079356381494) | > loss_disc_real_0: 0.10299922525882721 (0.11698204152503588) | > loss_disc_real_1: 0.20792904496192932 (0.19899203516814826) | > loss_disc_real_2: 0.24460585415363312 (0.21320921895060227) | > loss_disc_real_3: 0.23409682512283325 (0.22932812604155856) | > loss_disc_real_4: 0.2202998697757721 (0.22909532345994546) | > loss_disc_real_5: 0.19811977446079254 (0.221797800466527) | > loss_0: 2.3315744400024414 (2.3593079356381494) | > grad_norm_0: tensor(48.6602, device='cuda:0') (tensor(24.4714, device='cuda:0')) | > loss_gen: 2.640223503112793 (2.4984388499364365) | > loss_kl: 2.0331010818481445 (1.9608838201439294) | > loss_feat: 7.742369174957275 (7.073277656179275) | > loss_mel: 17.268157958984375 (17.633899145752846) | > loss_duration: 2.1477842330932617 (2.054817581263772) | > loss_1: 31.83163833618164 (31.221317172920617) | > grad_norm_1: tensor(692.1187, device='cuda:0') (tensor(257.9989, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.4682 (0.39220841435620385) | > loader_time: 0.0061 (0.0044115007358746005)  --> TIME: 2024-06-11 14:45:37 -- STEP: 299/330 -- GLOBAL_STEP: 264850 | > loss_disc: 2.3761801719665527 (2.3584896832405517) | > loss_disc_real_0: 0.10177221894264221 (0.11754380843063263) | > loss_disc_real_1: 0.15883950889110565 (0.19891174588614086) | > loss_disc_real_2: 0.19403710961341858 (0.21295842029976608) | > loss_disc_real_3: 0.21625813841819763 (0.22920783133211742) | > loss_disc_real_4: 0.2260730266571045 (0.22878681915659568) | > loss_disc_real_5: 0.2055237740278244 (0.222052512061237) | > loss_0: 2.3761801719665527 (2.3584896832405517) | > grad_norm_0: tensor(42.0313, device='cuda:0') (tensor(26.8531, device='cuda:0')) | > loss_gen: 2.57267427444458 (2.5023887396656157) | > loss_kl: 2.051976203918457 (1.9646597849485468) | > loss_feat: 8.104887962341309 (7.092727999224711) | > loss_mel: 17.8659725189209 (17.587041242465528) | > loss_duration: 2.230104923248291 (2.0651915356467003) | > loss_1: 32.82561492919922 (31.212009417173455) | > grad_norm_1: tensor(516.7007, device='cuda:0') (tensor(275.9358, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.4895 (0.39899452234989025) | > loader_time: 0.0068 (0.004605199979699183)  --> TIME: 2024-06-11 14:45:51 -- STEP: 324/330 -- GLOBAL_STEP: 264875 | > loss_disc: 2.4043540954589844 (2.3611751264996) | > loss_disc_real_0: 0.1188032478094101 (0.1188428501173118) | > loss_disc_real_1: 0.25028982758522034 (0.19928219309651557) | > loss_disc_real_2: 0.2138746678829193 (0.21310493556989563) | > loss_disc_real_3: 0.26708295941352844 (0.22955189300356088) | > loss_disc_real_4: 0.271444171667099 (0.22863719616959124) | > loss_disc_real_5: 0.29504042863845825 (0.22245275266008604) | > loss_0: 2.4043540954589844 (2.3611751264996) | > grad_norm_0: tensor(40.0467, device='cuda:0') (tensor(28.8301, device='cuda:0')) | > loss_gen: 2.6109142303466797 (2.504522379533744) | > loss_kl: 2.145411968231201 (1.9730547769570057) | > loss_feat: 9.562786102294922 (7.161535756087598) | > loss_mel: 17.534164428710938 (17.551281057758104) | > loss_duration: 2.269655704498291 (2.0793791203587135) | > loss_1: 34.12293243408203 (31.269773177158687) | > grad_norm_1: tensor(467.5592, device='cuda:0') (tensor(288.5633, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.5932 (0.41013323819195785) | > loader_time: 0.0101 (0.004877479723942137)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.204256772994995 (2.204256772994995) | > loss_disc_real_0: 0.12421038746833801 (0.12421038746833801) | > loss_disc_real_1: 0.1940726488828659 (0.1940726488828659) | > loss_disc_real_2: 0.2123255878686905 (0.2123255878686905) | > loss_disc_real_3: 0.21830588579177856 (0.21830588579177856) | > loss_disc_real_4: 0.2504507303237915 (0.2504507303237915) | > loss_disc_real_5: 0.20869649946689606 (0.20869649946689606) | > loss_0: 2.204256772994995 (2.204256772994995) | > loss_gen: 2.74275279045105 (2.74275279045105) | > loss_kl: 3.852858543395996 (3.852858543395996) | > loss_feat: 7.969719409942627 (7.969719409942627) | > loss_mel: 17.158843994140625 (17.158843994140625) | > loss_duration: 2.9290647506713867 (2.9290647506713867) | > loss_1: 34.65324020385742 (34.65324020385742)  --> STEP: 1 | > loss_disc: 2.2688448429107666 (2.2688448429107666) | > loss_disc_real_0: 0.10083982348442078 (0.10083982348442078) | > loss_disc_real_1: 0.2253141850233078 (0.2253141850233078) | > loss_disc_real_2: 0.19146382808685303 (0.19146382808685303) | > loss_disc_real_3: 0.24939900636672974 (0.24939900636672974) | > loss_disc_real_4: 0.25552815198898315 (0.25552815198898315) | > loss_disc_real_5: 0.21767105162143707 (0.21767105162143707) | > loss_0: 2.2688448429107666 (2.2688448429107666) | > loss_gen: 2.3377890586853027 (2.3377890586853027) | > loss_kl: 3.1784303188323975 (3.1784303188323975) | > loss_feat: 5.190831661224365 (5.190831661224365) | > loss_mel: 18.259294509887695 (18.259294509887695) | > loss_duration: 2.3541500568389893 (2.3541500568389893) | > loss_1: 31.32049560546875 (31.32049560546875)  --> STEP: 2 | > loss_disc: 2.297239065170288 (2.2830419540405273) | > loss_disc_real_0: 0.10229320824146271 (0.10156651586294174) | > loss_disc_real_1: 0.1993163377046585 (0.21231526136398315) | > loss_disc_real_2: 0.15404415130615234 (0.17275398969650269) | > loss_disc_real_3: 0.21812614798545837 (0.23376257717609406) | > loss_disc_real_4: 0.22791601717472076 (0.24172208458185196) | > loss_disc_real_5: 0.1905342936515808 (0.20410267263650894) | > loss_0: 2.297239065170288 (2.2830419540405273) | > loss_gen: 2.343769073486328 (2.3407790660858154) | > loss_kl: 2.961958885192871 (3.0701946020126343) | > loss_feat: 6.111150741577148 (5.650991201400757) | > loss_mel: 18.89350128173828 (18.57639789581299) | > loss_duration: 2.404778003692627 (2.379464030265808) | > loss_1: 32.71515655517578 (32.017826080322266)  --> STEP: 3 | > loss_disc: 2.268846273422241 (2.2783100605010986) | > loss_disc_real_0: 0.11375819146633148 (0.10563040773073833) | > loss_disc_real_1: 0.15716755390167236 (0.19393269220987955) | > loss_disc_real_2: 0.20223771035671234 (0.18258189658323923) | > loss_disc_real_3: 0.23389141261577606 (0.23380552232265472) | > loss_disc_real_4: 0.22738781571388245 (0.23694399495919546) | > loss_disc_real_5: 0.2255655974149704 (0.2112569808959961) | > loss_0: 2.268846273422241 (2.2783100605010986) | > loss_gen: 2.3130548000335693 (2.3315376440684) | > loss_kl: 3.0104362964630127 (3.0502751668294272) | > loss_feat: 6.305524826049805 (5.8691690762837725) | > loss_mel: 18.33843421936035 (18.497076670328777) | > loss_duration: 2.376845121383667 (2.3785910606384277) | > loss_1: 32.344295501708984 (32.12664922078451)  --> STEP: 4 | > loss_disc: 2.4618611335754395 (2.324197828769684) | > loss_disc_real_0: 0.12628215551376343 (0.1107933446764946) | > loss_disc_real_1: 0.2205505073070526 (0.20058714598417282) | > loss_disc_real_2: 0.22623278200626373 (0.19349461793899536) | > loss_disc_real_3: 0.22422420978546143 (0.2314101941883564) | > loss_disc_real_4: 0.20331592857837677 (0.22853697836399078) | > loss_disc_real_5: 0.18222007155418396 (0.20399775356054306) | > loss_0: 2.4618611335754395 (2.324197828769684) | > loss_gen: 2.172839641571045 (2.2918631434440613) | > loss_kl: 3.735887289047241 (3.2216781973838806) | > loss_feat: 6.390290260314941 (5.999449372291565) | > loss_mel: 17.67546844482422 (18.291674613952637) | > loss_duration: 2.3597359657287598 (2.3738772869110107) | > loss_1: 32.334224700927734 (32.17854309082031)  --> STEP: 5 | > loss_disc: 2.327871322631836 (2.3249325275421144) | > loss_disc_real_0: 0.09483705461025238 (0.10760208666324615) | > loss_disc_real_1: 0.22524325549602509 (0.20551836788654326) | > loss_disc_real_2: 0.19966286420822144 (0.1947282671928406) | > loss_disc_real_3: 0.2054186910390854 (0.2262118935585022) | > loss_disc_real_4: 0.1620398461818695 (0.21523755192756652) | > loss_disc_real_5: 0.19686783850193024 (0.2025717705488205) | > loss_0: 2.327871322631836 (2.3249325275421144) | > loss_gen: 2.157439708709717 (2.264978456497192) | > loss_kl: 3.058671236038208 (3.189076805114746) | > loss_feat: 5.3084564208984375 (5.86125078201294) | > loss_mel: 18.71767807006836 (18.37687530517578) | > loss_duration: 2.3152308464050293 (2.3621479988098146) | > loss_1: 31.557476043701172 (32.05432968139648)  --> STEP: 6 | > loss_disc: 2.3186354637145996 (2.3238830169041953) | > loss_disc_real_0: 0.16714799404144287 (0.11752640455961227) | > loss_disc_real_1: 0.21078667044639587 (0.20639641831318536) | > loss_disc_real_2: 0.2703574001789093 (0.2073331226905187) | > loss_disc_real_3: 0.21303941309452057 (0.2240164801478386) | > loss_disc_real_4: 0.20520992577075958 (0.21356628090143204) | > loss_disc_real_5: 0.1875760406255722 (0.2000724822282791) | > loss_0: 2.3186354637145996 (2.3238830169041953) | > loss_gen: 2.364494800567627 (2.2815645138422647) | > loss_kl: 2.908571720123291 (3.1423259576161704) | > loss_feat: 6.4208221435546875 (5.9545126756032305) | > loss_mel: 20.005903244018555 (18.648379961649578) | > loss_duration: 2.203596591949463 (2.3357227643330893) | > loss_1: 33.90338897705078 (32.3625062306722)  --> STEP: 7 | > loss_disc: 2.1711299419403076 (2.302061149052211) | > loss_disc_real_0: 0.10973607003688812 (0.11641349962779454) | > loss_disc_real_1: 0.20685036480426788 (0.20646126781191146) | > loss_disc_real_2: 0.1977871060371399 (0.20596940602575028) | > loss_disc_real_3: 0.22061963379383087 (0.22353121638298035) | > loss_disc_real_4: 0.21853169798851013 (0.21427562619958604) | > loss_disc_real_5: 0.20631034672260284 (0.20096360572746821) | > loss_0: 2.1711299419403076 (2.302061149052211) | > loss_gen: 2.5219390392303467 (2.315903731754848) | > loss_kl: 4.354277610778809 (3.315461908067976) | > loss_feat: 6.7328267097473145 (6.065700394766671) | > loss_mel: 17.628644943237305 (18.502703530447825) | > loss_duration: 2.5072333812713623 (2.360224281038557) | > loss_1: 33.74492263793945 (32.55999428885324)  --> STEP: 8 | > loss_disc: 2.3294219970703125 (2.305481255054474) | > loss_disc_real_0: 0.1227327436208725 (0.11720340512692928) | > loss_disc_real_1: 0.16617800295352936 (0.20142585970461369) | > loss_disc_real_2: 0.24667151272296906 (0.21105716936290264) | > loss_disc_real_3: 0.22961413860321045 (0.2242915816605091) | > loss_disc_real_4: 0.21644996106624603 (0.21454741805791855) | > loss_disc_real_5: 0.23071670532226562 (0.2046827431768179) | > loss_0: 2.3294219970703125 (2.305481255054474) | > loss_gen: 2.5447213649749756 (2.344505935907364) | > loss_kl: 2.4500644207000732 (3.207287222146988) | > loss_feat: 8.398595809936523 (6.357312321662903) | > loss_mel: 18.414682388305664 (18.491700887680054) | > loss_duration: 2.217343330383301 (2.34236416220665) | > loss_1: 34.02540969848633 (32.74317121505737)  --> STEP: 9 | > loss_disc: 2.2738656997680664 (2.3019684155782065) | > loss_disc_real_0: 0.1532888561487198 (0.121212899684906) | > loss_disc_real_1: 0.14642567932605743 (0.19531472855144077) | > loss_disc_real_2: 0.2139223963022232 (0.21137552791171604) | > loss_disc_real_3: 0.19884738326072693 (0.22146444850497776) | > loss_disc_real_4: 0.2307606190443039 (0.21634888483418357) | > loss_disc_real_5: 0.18305400013923645 (0.20227954950597551) | > loss_0: 2.2738656997680664 (2.3019684155782065) | > loss_gen: 2.454817533493042 (2.3567627800835504) | > loss_kl: 2.7198705673217773 (3.153129816055298) | > loss_feat: 8.386791229248047 (6.582809978061253) | > loss_mel: 17.919445037841797 (18.428116904364693) | > loss_duration: 2.1343467235565186 (2.3192511134677463) | > loss_1: 33.615272521972656 (32.84007136027018)  --> STEP: 10 | > loss_disc: 2.7928414344787598 (2.351055717468262) | > loss_disc_real_0: 0.17784303426742554 (0.12687591314315796) | > loss_disc_real_1: 0.1824151575565338 (0.19402477145195007) | > loss_disc_real_2: 0.2121453881263733 (0.21145251393318176) | > loss_disc_real_3: 0.2581653594970703 (0.225134539604187) | > loss_disc_real_4: 0.2862006425857544 (0.22333406060934066) | > loss_disc_real_5: 0.31518101692199707 (0.21356969624757766) | > loss_0: 2.7928414344787598 (2.351055717468262) | > loss_gen: 2.0289738178253174 (2.323983883857727) | > loss_kl: 2.616797924041748 (3.099496626853943) | > loss_feat: 5.647021770477295 (6.489231157302856) | > loss_mel: 16.1025390625 (18.195559120178224) | > loss_duration: 2.3346776962280273 (2.3207937717437743) | > loss_1: 28.730010986328125 (32.42906532287598)  --> STEP: 11 | > loss_disc: 2.33923077583313 (2.3499807227741587) | > loss_disc_real_0: 0.0981452688574791 (0.12426403638991443) | > loss_disc_real_1: 0.1786055713891983 (0.19262302599169992) | > loss_disc_real_2: 0.24233010411262512 (0.21425956758585843) | > loss_disc_real_3: 0.15791256725788116 (0.2190234512090683) | > loss_disc_real_4: 0.18041212856769562 (0.21943206678737293) | > loss_disc_real_5: 0.2551197409629822 (0.21734697303988718) | > loss_0: 2.33923077583313 (2.3499807227741587) | > loss_gen: 2.155531167984009 (2.30867000059648) | > loss_kl: 3.1469693183898926 (3.103812326084484) | > loss_feat: 8.210992813110352 (6.645754944194447) | > loss_mel: 18.088237762451172 (18.18580263311213) | > loss_duration: 2.5201282501220703 (2.338915087959983) | > loss_1: 34.121856689453125 (32.582955447110265)  --> STEP: 12 | > loss_disc: 2.4004366397857666 (2.354185382525126) | > loss_disc_real_0: 0.08598192036151886 (0.12107386005421479) | > loss_disc_real_1: 0.2185630053281784 (0.19478469093640646) | > loss_disc_real_2: 0.19385887682437897 (0.2125595100224018) | > loss_disc_real_3: 0.2575504183769226 (0.22223403180638948) | > loss_disc_real_4: 0.2503916919231415 (0.22201203554868698) | > loss_disc_real_5: 0.27061259746551514 (0.22178577507535616) | > loss_0: 2.4004366397857666 (2.354185382525126) | > loss_gen: 2.400406837463379 (2.3163147370020547) | > loss_kl: 2.0422792434692383 (3.0153512358665466) | > loss_feat: 6.890867233276367 (6.666180968284607) | > loss_mel: 17.630340576171875 (18.139514128367107) | > loss_duration: 2.241180419921875 (2.3307705322901406) | > loss_1: 31.205074310302734 (32.46813201904297)  --> STEP: 13 | > loss_disc: 2.2841646671295166 (2.348799173648541) | > loss_disc_real_0: 0.075774647295475 (0.11758930522661942) | > loss_disc_real_1: 0.1792551726102829 (0.1935901126036277) | > loss_disc_real_2: 0.19348649680614471 (0.2110923551596128) | > loss_disc_real_3: 0.2856815457344055 (0.22711460980085227) | > loss_disc_real_4: 0.21519944071769714 (0.22148798979245699) | > loss_disc_real_5: 0.22780291736125946 (0.2222486321742718) | > loss_0: 2.2841646671295166 (2.348799173648541) | > loss_gen: 2.30013370513916 (2.3150700422433705) | > loss_kl: 2.9795501232147217 (3.0125973041240988) | > loss_feat: 6.12897253036499 (6.6248572422907905) | > loss_mel: 18.568632125854492 (18.172523205096905) | > loss_duration: 2.2717697620391846 (2.3262320115016055) | > loss_1: 32.24905776977539 (32.45128015371469)  --> STEP: 14 | > loss_disc: 2.1821072101593018 (2.336892604827881) | > loss_disc_real_0: 0.11339405179023743 (0.11728964426687785) | > loss_disc_real_1: 0.1680382788181305 (0.19176498161894934) | > loss_disc_real_2: 0.17470726370811462 (0.20849342005593435) | > loss_disc_real_3: 0.1769469976425171 (0.22353120893239975) | > loss_disc_real_4: 0.247532919049263 (0.22334834188222885) | > loss_disc_real_5: 0.20348554849624634 (0.2209084119115557) | > loss_0: 2.1821072101593018 (2.336892604827881) | > loss_gen: 2.4016549587249756 (2.321254679134914) | > loss_kl: 3.3243134021759033 (3.0348627396992276) | > loss_feat: 7.198281764984131 (6.665816136768886) | > loss_mel: 18.809179306030273 (18.21799864087786) | > loss_duration: 2.4200263023376465 (2.33293160370418) | > loss_1: 34.15345764160156 (32.57286425999233)  --> STEP: 15 | > loss_disc: 2.3209729194641113 (2.335831292470296) | > loss_disc_real_0: 0.0948633924126625 (0.11579456080993017) | > loss_disc_real_1: 0.20144912600517273 (0.19241059124469756) | > loss_disc_real_2: 0.20075011253356934 (0.20797719955444335) | > loss_disc_real_3: 0.22310957312583923 (0.22350309987862904) | > loss_disc_real_4: 0.22498464584350586 (0.22345742881298064) | > loss_disc_real_5: 0.19864881038665771 (0.2194244384765625) | > loss_0: 2.3209729194641113 (2.335831292470296) | > loss_gen: 2.509526491165161 (2.3338061332702638) | > loss_kl: 3.885864734649658 (3.0915962060292563) | > loss_feat: 8.352444648742676 (6.778258037567139) | > loss_mel: 17.6210994720459 (18.17820536295573) | > loss_duration: 2.3295342922210693 (2.3327051162719727) | > loss_1: 34.69846725463867 (32.71457112630208)  --> STEP: 16 | > loss_disc: 2.2951629161834717 (2.3332895189523697) | > loss_disc_real_0: 0.1481969952583313 (0.11781971296295524) | > loss_disc_real_1: 0.17633596062660217 (0.1914059268310666) | > loss_disc_real_2: 0.220347061753273 (0.2087503159418702) | > loss_disc_real_3: 0.20317895710468292 (0.22223284095525742) | > loss_disc_real_4: 0.21733133494853973 (0.2230745479464531) | > loss_disc_real_5: 0.20478998124599457 (0.218509784899652) | > loss_0: 2.2951629161834717 (2.3332895189523697) | > loss_gen: 2.3496105670928955 (2.334793910384178) | > loss_kl: 2.771841049194336 (3.0716115087270737) | > loss_feat: 8.774349212646484 (6.903013736009598) | > loss_mel: 17.520584106445312 (18.137104034423828) | > loss_duration: 2.3271608352661133 (2.3323585987091064) | > loss_1: 33.74354553222656 (32.77888202667236)  --> STEP: 17 | > loss_disc: 2.476447105407715 (2.341710553449743) | > loss_disc_real_0: 0.15886181592941284 (0.12023395431392334) | > loss_disc_real_1: 0.2407749444246292 (0.19430998668951147) | > loss_disc_real_2: 0.2028759866952896 (0.2084047671626596) | > loss_disc_real_3: 0.2767375111579895 (0.22543899802600637) | > loss_disc_real_4: 0.2819579243659973 (0.22653827597113216) | > loss_disc_real_5: 0.3375599980354309 (0.22551273861352136) | > loss_0: 2.476447105407715 (2.341710553449743) | > loss_gen: 2.5505459308624268 (2.347485205706428) | > loss_kl: 2.2485029697418213 (3.023193359375) | > loss_feat: 5.749079704284668 (6.83513526355519) | > loss_mel: 17.15188980102539 (18.079150255988626) | > loss_duration: 2.430562973022461 (2.338135326609892) | > loss_1: 30.13058090209961 (32.623099607579846)  --> STEP: 18 | > loss_disc: 2.3864574432373047 (2.344196491771274) | > loss_disc_real_0: 0.09434349834918976 (0.11879559564921591) | > loss_disc_real_1: 0.2155495584011078 (0.19548996289571127) | > loss_disc_real_2: 0.17148974537849426 (0.20635393261909485) | > loss_disc_real_3: 0.19596605002880096 (0.2238016120261616) | > loss_disc_real_4: 0.1982976496219635 (0.22496935228506723) | > loss_disc_real_5: 0.22061194479465485 (0.225240472290251) | > loss_0: 2.3864574432373047 (2.344196491771274) | > loss_gen: 2.433436632156372 (2.352260284953647) | > loss_kl: 2.559056043624878 (2.9974079529444375) | > loss_feat: 7.680622100830078 (6.882106754514906) | > loss_mel: 16.653766632080078 (17.999962276882595) | > loss_duration: 2.2217350006103516 (2.33166864183214) | > loss_1: 31.548616409301758 (32.5634060965644)  --> STEP: 19 | > loss_disc: 2.578603506088257 (2.3565337030511153) | > loss_disc_real_0: 0.2077520340681076 (0.12347751346073653) | > loss_disc_real_1: 0.17351625859737396 (0.1943334521431672) | > loss_disc_real_2: 0.29459455609321594 (0.21099817595983805) | > loss_disc_real_3: 0.25945422053337097 (0.22567806510548843) | > loss_disc_real_4: 0.24756507575511932 (0.2261586008887542) | > loss_disc_real_5: 0.24764832854270935 (0.22641983314564354) | > loss_0: 2.578603506088257 (2.3565337030511153) | > loss_gen: 2.367124319076538 (2.3530426025390625) | > loss_kl: 2.150151014328003 (2.952815482490941) | > loss_feat: 7.905797004699707 (6.935985188735159) | > loss_mel: 16.273488998413086 (17.909095262226305) | > loss_duration: 2.364741563796997 (2.3334093219355534) | > loss_1: 31.061304092407227 (32.4843480963456)  --> STEP: 20 | > loss_disc: 2.278651237487793 (2.352639579772949) | > loss_disc_real_0: 0.157845139503479 (0.12519589476287366) | > loss_disc_real_1: 0.15634465217590332 (0.192434012144804) | > loss_disc_real_2: 0.17663022875785828 (0.20927977859973906) | > loss_disc_real_3: 0.19267518818378448 (0.22402792125940324) | > loss_disc_real_4: 0.16607342660427094 (0.22315434217453003) | > loss_disc_real_5: 0.16631072759628296 (0.2234143778681755) | > loss_0: 2.278651237487793 (2.352639579772949) | > loss_gen: 2.2711052894592285 (2.348945736885071) | > loss_kl: 2.5477235317230225 (2.932560884952545) | > loss_feat: 7.059385299682617 (6.942155194282532) | > loss_mel: 20.849708557128906 (18.056125926971436) | > loss_duration: 2.29074764251709 (2.33127623796463) | > loss_1: 35.018672943115234 (32.61106433868408)  --> STEP: 21 | > loss_disc: 2.5595803260803223 (2.3624939010256814) | > loss_disc_real_0: 0.15790553390979767 (0.12675349662701288) | > loss_disc_real_1: 0.2703876495361328 (0.19614609011581965) | > loss_disc_real_2: 0.17102167010307312 (0.20745796390942164) | > loss_disc_real_3: 0.29668188095092773 (0.2274876336256663) | > loss_disc_real_4: 0.25507140159606934 (0.22467420214698428) | > loss_disc_real_5: 0.2522886395454407 (0.22478934270995005) | > loss_0: 2.5595803260803223 (2.3624939010256814) | > loss_gen: 2.193045139312744 (2.341521898905436) | > loss_kl: 1.9552342891693115 (2.8860215232485817) | > loss_feat: 4.659172534942627 (6.833441734313965) | > loss_mel: 15.894707679748535 (17.95320124853225) | > loss_duration: 2.164691209793091 (2.3233436175755093) | > loss_1: 26.866849899291992 (32.33753031776065)  --> STEP: 22 | > loss_disc: 2.077929735183716 (2.3495591662146826) | > loss_disc_real_0: 0.10458490252494812 (0.12574583325873723) | > loss_disc_real_1: 0.1742667406797409 (0.19515157423236154) | > loss_disc_real_2: 0.1368090808391571 (0.20424665104259143) | > loss_disc_real_3: 0.13571511209011078 (0.22331615537405014) | > loss_disc_real_4: 0.19186337292194366 (0.22318280081857333) | > loss_disc_real_5: 0.20477397739887238 (0.22387955337762833) | > loss_0: 2.077929735183716 (2.3495591662146826) | > loss_gen: 2.699944257736206 (2.357813824306835) | > loss_kl: 2.160005569458008 (2.8530207980762827) | > loss_feat: 9.523873329162598 (6.955734079534357) | > loss_mel: 18.19333839416504 (17.96411657333374) | > loss_duration: 2.217564344406128 (2.318535468795083) | > loss_1: 34.79472351074219 (32.449220917441636)  --> STEP: 23 | > loss_disc: 2.366058111190796 (2.3502765116484268) | > loss_disc_real_0: 0.1468462347984314 (0.1266632420213326) | > loss_disc_real_1: 0.24899223446846008 (0.19749247250349625) | > loss_disc_real_2: 0.19567473232746124 (0.2038739589245423) | > loss_disc_real_3: 0.24046431481838226 (0.2240617275238037) | > loss_disc_real_4: 0.24799567461013794 (0.22426162141820657) | > loss_disc_real_5: 0.21592353284358978 (0.22353363944136578) | > loss_0: 2.366058111190796 (2.3502765116484268) | > loss_gen: 2.3535823822021484 (2.357629848563153) | > loss_kl: 2.281768321990967 (2.8281837338986606) | > loss_feat: 6.820040702819824 (6.949834367503291) | > loss_mel: 17.3072452545166 (17.935556950776473) | > loss_duration: 2.280728340148926 (2.316891680593076) | > loss_1: 31.043365478515625 (32.388096767923116)  --> STEP: 24 | > loss_disc: 2.3212318420410156 (2.3490663170814514) | > loss_disc_real_0: 0.14694222807884216 (0.12750819977372885) | > loss_disc_real_1: 0.1581217497587204 (0.19585202572246393) | > loss_disc_real_2: 0.2421695739030838 (0.2054696095486482) | > loss_disc_real_3: 0.23341108858585358 (0.22445128423472246) | > loss_disc_real_4: 0.17778775095939636 (0.22232521014908949) | > loss_disc_real_5: 0.2639870345592499 (0.22521919757127762) | > loss_0: 2.3212318420410156 (2.3490663170814514) | > loss_gen: 2.6400489807128906 (2.369397312402725) | > loss_kl: 2.195059299468994 (2.801803549130758) | > loss_feat: 10.77550983428955 (7.109237511952718) | > loss_mel: 18.11036491394043 (17.942840615908306) | > loss_duration: 2.4008636474609375 (2.3203905125459037) | > loss_1: 36.121849060058594 (32.54366978009543)  --> STEP: 25 | > loss_disc: 2.538118362426758 (2.3566283988952637) | > loss_disc_real_0: 0.12453122437000275 (0.1273891207575798) | > loss_disc_real_1: 0.2756406366825104 (0.1990435701608658) | > loss_disc_real_2: 0.2715650796890259 (0.2081134283542633) | > loss_disc_real_3: 0.2678578495979309 (0.2261875468492508) | > loss_disc_real_4: 0.20772825181484222 (0.22174133181571962) | > loss_disc_real_5: 0.24740569293498993 (0.2261066573858261) | > loss_0: 2.538118362426758 (2.3566283988952637) | > loss_gen: 2.4036037921905518 (2.370765571594238) | > loss_kl: 3.0180699825286865 (2.810454206466675) | > loss_feat: 4.904564380645752 (7.021050586700439) | > loss_mel: 14.518058776855469 (17.805849342346193) | > loss_duration: 2.361074447631836 (2.322017869949341) | > loss_1: 27.205371856689453 (32.33013786315919)  --> STEP: 26 | > loss_disc: 2.8153467178344727 (2.374271411162156) | > loss_disc_real_0: 0.062083616852760315 (0.12487737060739444) | > loss_disc_real_1: 0.2655167579650879 (0.20160023123025894) | > loss_disc_real_2: 0.33141830563545227 (0.21285592363430902) | > loss_disc_real_3: 0.2603974938392639 (0.22750331404117438) | > loss_disc_real_4: 0.2477879375219345 (0.2227431243428817) | > loss_disc_real_5: 0.20664453506469727 (0.22535811421962884) | > loss_0: 2.8153467178344727 (2.374271411162156) | > loss_gen: 1.9639930725097656 (2.3551204754756045) | > loss_kl: 2.022679090499878 (2.780155163544875) | > loss_feat: 7.84528923034668 (7.052752072994526) | > loss_mel: 16.07105827331543 (17.739126608921932) | > loss_duration: 2.280068874359131 (2.320404447042025) | > loss_1: 30.183088302612305 (32.247559033907386) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025461270258976864 (+0.00012154762561504594) | > avg_loss_disc: 2.374271411162156 (-0.04048129228445241) | > avg_loss_disc_real_0: 0.12487737060739444 (+0.007732143768897429) | > avg_loss_disc_real_1: 0.20160023123025894 (-0.008530971522514641) | > avg_loss_disc_real_2: 0.21285592363430902 (+0.017787971748755516) | > avg_loss_disc_real_3: 0.22750331404117438 (-0.0029466825609023584) | > avg_loss_disc_real_4: 0.2227431243428817 (-0.015801436052872597) | > avg_loss_disc_real_5: 0.22535811421962884 (-0.012173068638031304) | > avg_loss_0: 2.374271411162156 (-0.04048129228445241) | > avg_loss_gen: 2.3551204754756045 (+0.12449564383580203) | > avg_loss_kl: 2.780155163544875 (-0.019275784492492676) | > avg_loss_feat: 7.052752072994526 (-0.0886484659635105) | > avg_loss_mel: 17.739126608921932 (+0.18638100990882123) | > avg_loss_duration: 2.320404447042025 (-0.024836246783916938) | > avg_loss_1: 32.247559033907386 (+0.1781158447265696)  > EPOCH: 536/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:46:14)   --> TIME: 2024-06-11 14:46:22 -- STEP: 19/330 -- GLOBAL_STEP: 264900 | > loss_disc: 2.2487895488739014 (2.347268305326763) | > loss_disc_real_0: 0.09118212759494781 (0.10221216827630997) | > loss_disc_real_1: 0.18736955523490906 (0.19946966594771334) | > loss_disc_real_2: 0.2156214565038681 (0.2093971112841054) | > loss_disc_real_3: 0.18899191915988922 (0.2278257639784562) | > loss_disc_real_4: 0.21262502670288086 (0.2377428639876215) | > loss_disc_real_5: 0.21572183072566986 (0.22884106636047363) | > loss_0: 2.2487895488739014 (2.347268305326763) | > grad_norm_0: tensor(8.2126, device='cuda:0') (tensor(8.9632, device='cuda:0')) | > loss_gen: 2.472895622253418 (2.4869734989969356) | > loss_kl: 1.9880311489105225 (1.8834200344587628) | > loss_feat: 7.871218681335449 (6.965055365311472) | > loss_mel: 17.842714309692383 (18.14118756745991) | > loss_duration: 1.9999268054962158 (2.0877855953417326) | > loss_1: 32.17478942871094 (31.564422707808646) | > grad_norm_1: tensor(56.3049, device='cuda:0') (tensor(92.4133, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.3848 (0.3715893720325671) | > loader_time: 0.004 (0.003357849623027601)  --> TIME: 2024-06-11 14:46:32 -- STEP: 44/330 -- GLOBAL_STEP: 264925 | > loss_disc: 2.4484667778015137 (2.3431445251811636) | > loss_disc_real_0: 0.10960877686738968 (0.10535566441037438) | > loss_disc_real_1: 0.20423953235149384 (0.19662877849557187) | > loss_disc_real_2: 0.1750805526971817 (0.20969500189477747) | > loss_disc_real_3: 0.2227938026189804 (0.22950282794508067) | > loss_disc_real_4: 0.22337207198143005 (0.23420126939361746) | > loss_disc_real_5: 0.21374201774597168 (0.22397676618261772) | > loss_0: 2.4484667778015137 (2.3431445251811636) | > grad_norm_0: tensor(13.0499, device='cuda:0') (tensor(8.7739, device='cuda:0')) | > loss_gen: 2.3952088356018066 (2.4899473894726145) | > loss_kl: 2.045255184173584 (1.9206620075485923) | > loss_feat: 7.254630088806152 (7.0869116458025845) | > loss_mel: 17.413734436035156 (18.025817177512423) | > loss_duration: 1.9247527122497559 (2.033758968114853) | > loss_1: 31.033580780029297 (31.557097521695223) | > grad_norm_1: tensor(58.4766, device='cuda:0') (tensor(89.7468, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.374 (0.3709484338760376) | > loader_time: 0.0034 (0.003544959154996005)  --> TIME: 2024-06-11 14:46:41 -- STEP: 69/330 -- GLOBAL_STEP: 264950 | > loss_disc: 2.400120973587036 (2.363083500793015) | > loss_disc_real_0: 0.10160410404205322 (0.10878566263810448) | > loss_disc_real_1: 0.2086009979248047 (0.1962393969297409) | > loss_disc_real_2: 0.23505158722400665 (0.2138238359188688) | > loss_disc_real_3: 0.21022604405879974 (0.22984504310981088) | > loss_disc_real_4: 0.2589106857776642 (0.23454621671766474) | > loss_disc_real_5: 0.2375890463590622 (0.22410605934219083) | > loss_0: 2.400120973587036 (2.363083500793015) | > grad_norm_0: tensor(24.2238, device='cuda:0') (tensor(9.8059, device='cuda:0')) | > loss_gen: 2.4029695987701416 (2.486235476922298) | > loss_kl: 1.7501611709594727 (1.927901698195416) | > loss_feat: 7.370662212371826 (7.091162833614626) | > loss_mel: 16.938720703125 (17.973098395527273) | > loss_duration: 1.9573819637298584 (2.0190089336339976) | > loss_1: 30.41989517211914 (31.497407526209734) | > grad_norm_1: tensor(255.2552, device='cuda:0') (tensor(97.2678, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.3827 (0.3733727102694304) | > loader_time: 0.0034 (0.003691680189492046)  --> TIME: 2024-06-11 14:46:51 -- STEP: 94/330 -- GLOBAL_STEP: 264975 | > loss_disc: 2.3459208011627197 (2.364933932081182) | > loss_disc_real_0: 0.11059673130512238 (0.11088560260039695) | > loss_disc_real_1: 0.23168040812015533 (0.19666999467509858) | > loss_disc_real_2: 0.21081122756004333 (0.21312356962168472) | > loss_disc_real_3: 0.21607202291488647 (0.23068842402798065) | > loss_disc_real_4: 0.21978989243507385 (0.2348092775395576) | > loss_disc_real_5: 0.2075173258781433 (0.223834642704497) | > loss_0: 2.3459208011627197 (2.364933932081182) | > grad_norm_0: tensor(6.8779, device='cuda:0') (tensor(9.9813, device='cuda:0')) | > loss_gen: 2.525303602218628 (2.4858160018920903) | > loss_kl: 1.8429406881332397 (1.9290716787602038) | > loss_feat: 7.052669525146484 (7.0601726643582605) | > loss_mel: 18.657407760620117 (17.92615056545176) | > loss_duration: 2.021061420440674 (2.013531232133825) | > loss_1: 32.09938049316406 (31.414742266878168) | > grad_norm_1: tensor(112.5205, device='cuda:0') (tensor(105.2990, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.3605 (0.3709391152605098) | > loader_time: 0.0037 (0.003724628306449728)  --> TIME: 2024-06-11 14:47:00 -- STEP: 119/330 -- GLOBAL_STEP: 265000 | > loss_disc: 2.4141507148742676 (2.3645954632959456) | > loss_disc_real_0: 0.14903156459331512 (0.112475048719334) | > loss_disc_real_1: 0.2375870645046234 (0.19717687906838266) | > loss_disc_real_2: 0.20990125834941864 (0.21403116613876919) | > loss_disc_real_3: 0.22170820832252502 (0.2306452538786816) | > loss_disc_real_4: 0.20603929460048676 (0.23355553518323338) | > loss_disc_real_5: 0.22063949704170227 (0.2228541231455923) | > loss_0: 2.4141507148742676 (2.3645954632959456) | > grad_norm_0: tensor(5.1733, device='cuda:0') (tensor(10.3108, device='cuda:0')) | > loss_gen: 2.4798710346221924 (2.488259197283192) | > loss_kl: 1.8915526866912842 (1.9380128684164095) | > loss_feat: 7.95114803314209 (7.072843215044807) | > loss_mel: 18.032093048095703 (17.898185970402565) | > loss_duration: 1.9945911169052124 (2.0137968153512786) | > loss_1: 32.34925842285156 (31.411098143633673) | > grad_norm_1: tensor(208.0262, device='cuda:0') (tensor(115.3105, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.3663 (0.37094793199491105) | > loader_time: 0.0038 (0.0037764581311650635) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_265000.pth  --> TIME: 2024-06-11 14:47:14 -- STEP: 144/330 -- GLOBAL_STEP: 265025 | > loss_disc: 2.2969062328338623 (2.3662161032358813) | > loss_disc_real_0: 0.07891380786895752 (0.11279632094212705) | > loss_disc_real_1: 0.18147540092468262 (0.19720639888611105) | > loss_disc_real_2: 0.2143525928258896 (0.21377805786000356) | > loss_disc_real_3: 0.21876588463783264 (0.23086904206623635) | > loss_disc_real_4: 0.20196391642093658 (0.233917905535135) | > loss_disc_real_5: 0.20370516180992126 (0.2226524438915981) | > loss_0: 2.2969062328338623 (2.3662161032358813) | > grad_norm_0: tensor(37.3129, device='cuda:0') (tensor(12.5476, device='cuda:0')) | > loss_gen: 2.5425684452056885 (2.483586185508304) | > loss_kl: 1.8394972085952759 (1.938093737595611) | > loss_feat: 7.722668170928955 (7.038791735967) | > loss_mel: 17.316696166992188 (17.85111231274075) | > loss_duration: 2.011636257171631 (2.018899781008562) | > loss_1: 31.43306541442871 (31.330483833948772) | > grad_norm_1: tensor(385.5344, device='cuda:0') (tensor(147.4737, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.3797 (0.372194560037719) | > loader_time: 0.0039 (0.0038319031397501626)  --> TIME: 2024-06-11 14:47:24 -- STEP: 169/330 -- GLOBAL_STEP: 265050 | > loss_disc: 2.4057657718658447 (2.359016130661824) | > loss_disc_real_0: 0.16309189796447754 (0.11391848872399189) | > loss_disc_real_1: 0.16068121790885925 (0.19632123331346454) | > loss_disc_real_2: 0.2371954768896103 (0.2134001573338311) | > loss_disc_real_3: 0.22737862169742584 (0.22980825400211402) | > loss_disc_real_4: 0.2491246610879898 (0.23215727146560625) | > loss_disc_real_5: 0.2345995008945465 (0.2219245368559685) | > loss_0: 2.4057657718658447 (2.359016130661824) | > grad_norm_0: tensor(39.2515, device='cuda:0') (tensor(15.6052, device='cuda:0')) | > loss_gen: 2.5895326137542725 (2.4955699754184524) | > loss_kl: 2.109412670135498 (1.9428983701051339) | > loss_feat: 6.91680908203125 (7.04679103151581) | > loss_mel: 16.709163665771484 (17.811199865397626) | > loss_duration: 2.065549850463867 (2.023028422389511) | > loss_1: 30.39046859741211 (31.31948778050891) | > grad_norm_1: tensor(285.1202, device='cuda:0') (tensor(166.9371, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.3805 (0.3749547145775791) | > loader_time: 0.0049 (0.003936406423354291)  --> TIME: 2024-06-11 14:47:34 -- STEP: 194/330 -- GLOBAL_STEP: 265075 | > loss_disc: 2.293490409851074 (2.361264285353043) | > loss_disc_real_0: 0.09126502275466919 (0.11374759927545626) | > loss_disc_real_1: 0.1927042454481125 (0.19657571298867157) | > loss_disc_real_2: 0.22374288737773895 (0.21370150202635638) | > loss_disc_real_3: 0.2226853370666504 (0.23049877599342583) | > loss_disc_real_4: 0.24365656077861786 (0.2327130057455338) | > loss_disc_real_5: 0.20602856576442719 (0.22208284202617468) | > loss_0: 2.293490409851074 (2.361264285353043) | > grad_norm_0: tensor(21.2181, device='cuda:0') (tensor(18.4716, device='cuda:0')) | > loss_gen: 2.632094144821167 (2.5036498775187233) | > loss_kl: 1.9466694593429565 (1.9474824322867639) | > loss_feat: 6.782835006713867 (7.066839960432544) | > loss_mel: 17.399761199951172 (17.768739316881323) | > loss_duration: 2.0531601905822754 (2.0300553969501225) | > loss_1: 30.814517974853516 (31.31676710266428) | > grad_norm_1: tensor(493.4865, device='cuda:0') (tensor(195.6450, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.4058 (0.3776024899531887) | > loader_time: 0.0061 (0.004069604824498756)  --> TIME: 2024-06-11 14:47:44 -- STEP: 219/330 -- GLOBAL_STEP: 265100 | > loss_disc: 2.306375026702881 (2.3633058865865086) | > loss_disc_real_0: 0.08765809237957001 (0.1158255608794896) | > loss_disc_real_1: 0.16106896102428436 (0.1975864846276366) | > loss_disc_real_2: 0.1998700201511383 (0.21323336164156595) | > loss_disc_real_3: 0.18719355762004852 (0.23022070282126125) | > loss_disc_real_4: 0.24062681198120117 (0.23143112877188207) | > loss_disc_real_5: 0.22946149110794067 (0.22200991954977653) | > loss_0: 2.306375026702881 (2.3633058865865086) | > grad_norm_0: tensor(18.9705, device='cuda:0') (tensor(21.5501, device='cuda:0')) | > loss_gen: 2.5983095169067383 (2.502314539260516) | > loss_kl: 2.13948392868042 (1.9554572796712728) | > loss_feat: 7.69287633895874 (7.059520601681923) | > loss_mel: 17.90673828125 (17.721646931617766) | > loss_duration: 2.0987462997436523 (2.036943412262556) | > loss_1: 32.436153411865234 (31.27588284287823) | > grad_norm_1: tensor(143.6882, device='cuda:0') (tensor(218.2261, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.4086 (0.380509607323773) | > loader_time: 0.0052 (0.004204662967490279)  --> TIME: 2024-06-11 14:47:55 -- STEP: 244/330 -- GLOBAL_STEP: 265125 | > loss_disc: 2.3505096435546875 (2.3674680473374554) | > loss_disc_real_0: 0.12373186647891998 (0.11727172957702739) | > loss_disc_real_1: 0.2160239815711975 (0.19818988656167125) | > loss_disc_real_2: 0.24449536204338074 (0.21367720685532834) | > loss_disc_real_3: 0.25787636637687683 (0.23031266314572976) | > loss_disc_real_4: 0.2763116955757141 (0.2326215450636676) | > loss_disc_real_5: 0.2522529065608978 (0.2231484523317853) | > loss_0: 2.3505096435546875 (2.3674680473374554) | > grad_norm_0: tensor(42.2395, device='cuda:0') (tensor(22.7861, device='cuda:0')) | > loss_gen: 2.6045169830322266 (2.499052107334137) | > loss_kl: 2.0253498554229736 (1.9582232999019935) | > loss_feat: 6.70413064956665 (7.043595245627106) | > loss_mel: 16.795869827270508 (17.683895611372137) | > loss_duration: 2.054619789123535 (2.045061837942873) | > loss_1: 30.184486389160156 (31.229828154454466) | > grad_norm_1: tensor(545.1332, device='cuda:0') (tensor(231.8002, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.4239 (0.38495097492561975) | > loader_time: 0.0058 (0.004337153473838431)  --> TIME: 2024-06-11 14:48:06 -- STEP: 269/330 -- GLOBAL_STEP: 265150 | > loss_disc: 2.2697482109069824 (2.3693296147101885) | > loss_disc_real_0: 0.1262085735797882 (0.11789604431523709) | > loss_disc_real_1: 0.20008592307567596 (0.19848036062540175) | > loss_disc_real_2: 0.19249986112117767 (0.21372987778656544) | > loss_disc_real_3: 0.2231263965368271 (0.23036892557011218) | > loss_disc_real_4: 0.20879590511322021 (0.23223913430502865) | > loss_disc_real_5: 0.21047937870025635 (0.2230950071022856) | > loss_0: 2.2697482109069824 (2.3693296147101885) | > grad_norm_0: tensor(74.3265, device='cuda:0') (tensor(23.7826, device='cuda:0')) | > loss_gen: 2.503572940826416 (2.495099557819863) | > loss_kl: 2.0805883407592773 (1.9629707504825522) | > loss_feat: 7.175297260284424 (7.050004774753046) | > loss_mel: 16.741558074951172 (17.645643099533125) | > loss_duration: 2.154085636138916 (2.0529512184703207) | > loss_1: 30.655101776123047 (31.206669442272542) | > grad_norm_1: tensor(597.7003, device='cuda:0') (tensor(245.4979, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.4535 (0.38950454435383974) | > loader_time: 0.0067 (0.004490665343614316)  --> TIME: 2024-06-11 14:48:18 -- STEP: 294/330 -- GLOBAL_STEP: 265175 | > loss_disc: 2.459205389022827 (2.371122009089204) | > loss_disc_real_0: 0.09838935732841492 (0.11854015318613474) | > loss_disc_real_1: 0.18032263219356537 (0.19904932019864627) | > loss_disc_real_2: 0.21835552155971527 (0.2139475691784807) | > loss_disc_real_3: 0.2496947944164276 (0.23034116058122545) | > loss_disc_real_4: 0.19834868609905243 (0.23172481069151235) | > loss_disc_real_5: 0.19347767531871796 (0.22293778929580638) | > loss_0: 2.459205389022827 (2.371122009089204) | > grad_norm_0: tensor(21.8970, device='cuda:0') (tensor(25.7606, device='cuda:0')) | > loss_gen: 2.3728420734405518 (2.49267332407893) | > loss_kl: 1.9517550468444824 (1.968092724579532) | > loss_feat: 6.271515846252441 (7.051026381602903) | > loss_mel: 17.01702880859375 (17.58955626909423) | > loss_duration: 2.2042431831359863 (2.0628831171665056) | > loss_1: 29.817384719848633 (31.164231851798338) | > grad_norm_1: tensor(442.0555, device='cuda:0') (tensor(263.3808, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.4702 (0.3953707461454432) | > loader_time: 0.0066 (0.004659767053565202)  --> TIME: 2024-06-11 14:48:31 -- STEP: 319/330 -- GLOBAL_STEP: 265200 | > loss_disc: 2.4616918563842773 (2.377603423259101) | > loss_disc_real_0: 0.17392197251319885 (0.12009733277708759) | > loss_disc_real_1: 0.23785537481307983 (0.19953451088416538) | > loss_disc_real_2: 0.23524755239486694 (0.21434777727508245) | > loss_disc_real_3: 0.25060296058654785 (0.23110669552345633) | > loss_disc_real_4: 0.25778576731681824 (0.23229514403402993) | > loss_disc_real_5: 0.2609575390815735 (0.22312182262773425) | > loss_0: 2.4616918563842773 (2.377603423259101) | > grad_norm_0: tensor(25.2076, device='cuda:0') (tensor(27.4252, device='cuda:0')) | > loss_gen: 2.275728225708008 (2.4869475970073935) | > loss_kl: 1.9941022396087646 (1.9732218842521356) | > loss_feat: 6.998084545135498 (7.063632823083094) | > loss_mel: 16.376188278198242 (17.552702231093246) | > loss_duration: 2.250307559967041 (2.076611793527035) | > loss_1: 29.8944091796875 (31.153116345779274) | > grad_norm_1: tensor(502.3774, device='cuda:0') (tensor(277.4245, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.5621 (0.4049446082040436) | > loader_time: 0.0086 (0.00488451655755596)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.294767379760742 (2.294767379760742) | > loss_disc_real_0: 0.10903066396713257 (0.10903066396713257) | > loss_disc_real_1: 0.19840207695960999 (0.19840207695960999) | > loss_disc_real_2: 0.20438101887702942 (0.20438101887702942) | > loss_disc_real_3: 0.24047954380512238 (0.24047954380512238) | > loss_disc_real_4: 0.2066941261291504 (0.2066941261291504) | > loss_disc_real_5: 0.24576117098331451 (0.24576117098331451) | > loss_0: 2.294767379760742 (2.294767379760742) | > loss_gen: 2.4580724239349365 (2.4580724239349365) | > loss_kl: 2.626626968383789 (2.626626968383789) | > loss_feat: 8.165216445922852 (8.165216445922852) | > loss_mel: 18.446861267089844 (18.446861267089844) | > loss_duration: 3.046623706817627 (3.046623706817627) | > loss_1: 34.74340057373047 (34.74340057373047)  --> STEP: 1 | > loss_disc: 2.1565022468566895 (2.1565022468566895) | > loss_disc_real_0: 0.06949563324451447 (0.06949563324451447) | > loss_disc_real_1: 0.15601029992103577 (0.15601029992103577) | > loss_disc_real_2: 0.14252357184886932 (0.14252357184886932) | > loss_disc_real_3: 0.23910628259181976 (0.23910628259181976) | > loss_disc_real_4: 0.29048851132392883 (0.29048851132392883) | > loss_disc_real_5: 0.28775933384895325 (0.28775933384895325) | > loss_0: 2.1565022468566895 (2.1565022468566895) | > loss_gen: 2.6469926834106445 (2.6469926834106445) | > loss_kl: 2.659858465194702 (2.659858465194702) | > loss_feat: 6.102375507354736 (6.102375507354736) | > loss_mel: 18.55083656311035 (18.55083656311035) | > loss_duration: 2.353482723236084 (2.353482723236084) | > loss_1: 32.31354522705078 (32.31354522705078)  --> STEP: 2 | > loss_disc: 2.3732099533081055 (2.2648561000823975) | > loss_disc_real_0: 0.09378913044929504 (0.08164238184690475) | > loss_disc_real_1: 0.19840961694717407 (0.17720995843410492) | > loss_disc_real_2: 0.2834162414073944 (0.21296990662813187) | > loss_disc_real_3: 0.24702392518520355 (0.24306510388851166) | > loss_disc_real_4: 0.22688406705856323 (0.25868628919124603) | > loss_disc_real_5: 0.30608776211738586 (0.29692354798316956) | > loss_0: 2.3732099533081055 (2.2648561000823975) | > loss_gen: 2.591622829437256 (2.61930775642395) | > loss_kl: 2.498910427093506 (2.579384446144104) | > loss_feat: 6.168782711029053 (6.1355791091918945) | > loss_mel: 17.93943977355957 (18.24513816833496) | > loss_duration: 2.447115421295166 (2.400299072265625) | > loss_1: 31.645870208740234 (31.979707717895508)  --> STEP: 3 | > loss_disc: 2.3446617126464844 (2.2914579709370932) | > loss_disc_real_0: 0.13797491788864136 (0.10041989386081696) | > loss_disc_real_1: 0.202688530087471 (0.18570281565189362) | > loss_disc_real_2: 0.28888553380966187 (0.23827511568864188) | > loss_disc_real_3: 0.239913210272789 (0.24201447268327078) | > loss_disc_real_4: 0.2582251727581024 (0.2585325837135315) | > loss_disc_real_5: 0.21741902828216553 (0.2704220414161682) | > loss_0: 2.3446617126464844 (2.2914579709370932) | > loss_gen: 2.5940308570861816 (2.610882123311361) | > loss_kl: 2.6956310272216797 (2.618133306503296) | > loss_feat: 6.336026668548584 (6.202394962310791) | > loss_mel: 18.91790008544922 (18.46939214070638) | > loss_duration: 2.3265185356140137 (2.3757055600484214) | > loss_1: 32.8701057434082 (32.27650705973307)  --> STEP: 4 | > loss_disc: 2.2263343334198 (2.2751770615577698) | > loss_disc_real_0: 0.09749239683151245 (0.09968801960349083) | > loss_disc_real_1: 0.20084628462791443 (0.18948868289589882) | > loss_disc_real_2: 0.16968661546707153 (0.22112799063324928) | > loss_disc_real_3: 0.2633897066116333 (0.2473582811653614) | > loss_disc_real_4: 0.2381359040737152 (0.2534334138035774) | > loss_disc_real_5: 0.27465635538101196 (0.27148061990737915) | > loss_0: 2.2263343334198 (2.2751770615577698) | > loss_gen: 2.661137819290161 (2.623446047306061) | > loss_kl: 2.735722780227661 (2.647530674934387) | > loss_feat: 7.298113822937012 (6.476324677467346) | > loss_mel: 17.584970474243164 (18.248286724090576) | > loss_duration: 2.34305739402771 (2.3675435185432434) | > loss_1: 32.62300109863281 (32.36313056945801)  --> STEP: 5 | > loss_disc: 2.7035977840423584 (2.3608612060546874) | > loss_disc_real_0: 0.27970606088638306 (0.13569162786006927) | > loss_disc_real_1: 0.2406066656112671 (0.19971227943897246) | > loss_disc_real_2: 0.3468276560306549 (0.2462679237127304) | > loss_disc_real_3: 0.2698318362236023 (0.25185299217700957) | > loss_disc_real_4: 0.2514657974243164 (0.25303989052772524) | > loss_disc_real_5: 0.27716001868247986 (0.2726164996623993) | > loss_0: 2.7035977840423584 (2.3608612060546874) | > loss_gen: 2.5494906902313232 (2.6086549758911133) | > loss_kl: 2.4027745723724365 (2.598579454421997) | > loss_feat: 4.8785834312438965 (6.156776428222656) | > loss_mel: 18.154756546020508 (18.229580688476563) | > loss_duration: 2.4008023738861084 (2.3741952896118166) | > loss_1: 30.38640785217285 (31.967786026000976)  --> STEP: 6 | > loss_disc: 2.3710289001464844 (2.362555821736654) | > loss_disc_real_0: 0.1436695158481598 (0.13702127585808435) | > loss_disc_real_1: 0.15893690288066864 (0.19291638334592184) | > loss_disc_real_2: 0.1904314160346985 (0.2369618390997251) | > loss_disc_real_3: 0.28369736671447754 (0.25716038793325424) | > loss_disc_real_4: 0.25162190198898315 (0.25280355910460156) | > loss_disc_real_5: 0.20436689257621765 (0.2612415651480357) | > loss_0: 2.3710289001464844 (2.362555821736654) | > loss_gen: 2.289853811264038 (2.5555214484532676) | > loss_kl: 2.2891249656677246 (2.547003706296285) | > loss_feat: 5.536819934844971 (6.053450345993042) | > loss_mel: 17.581348419189453 (18.12154197692871) | > loss_duration: 2.2122888565063477 (2.3472108840942383) | > loss_1: 29.909435272216797 (31.624727567036945)  --> STEP: 7 | > loss_disc: 2.2578177452087402 (2.347593239375523) | > loss_disc_real_0: 0.06827880442142487 (0.12720092279570444) | > loss_disc_real_1: 0.19239775836467743 (0.19284229406288692) | > loss_disc_real_2: 0.2668321430683136 (0.241229025380952) | > loss_disc_real_3: 0.22787462174892426 (0.25297670704977854) | > loss_disc_real_4: 0.25884509086608887 (0.2536666350705283) | > loss_disc_real_5: 0.25258421897888184 (0.26000480140958515) | > loss_0: 2.2578177452087402 (2.347593239375523) | > loss_gen: 2.4866223335266113 (2.5456787177494595) | > loss_kl: 3.577038526535034 (2.6941515377589633) | > loss_feat: 7.673799991607666 (6.2849288667951315) | > loss_mel: 18.843029022216797 (18.22461155482701) | > loss_duration: 2.4832510948181152 (2.366645199911935) | > loss_1: 35.06373977661133 (32.116015025547576)  --> STEP: 8 | > loss_disc: 2.425595283508301 (2.3573434948921204) | > loss_disc_real_0: 0.13445596396923065 (0.1281078029423952) | > loss_disc_real_1: 0.22527852654457092 (0.19689682312309742) | > loss_disc_real_2: 0.22245968878269196 (0.2388828583061695) | > loss_disc_real_3: 0.28952348232269287 (0.2575450539588928) | > loss_disc_real_4: 0.23454612493515015 (0.25127657130360603) | > loss_disc_real_5: 0.30693793296813965 (0.26587144285440445) | > loss_0: 2.425595283508301 (2.3573434948921204) | > loss_gen: 2.5191986560821533 (2.542368710041046) | > loss_kl: 2.5391347408294678 (2.6747744381427765) | > loss_feat: 8.460433006286621 (6.556866884231567) | > loss_mel: 17.5959415435791 (18.14602780342102) | > loss_duration: 2.256300449371338 (2.3528521060943604) | > loss_1: 33.371009826660156 (32.272889375686646)  --> STEP: 9 | > loss_disc: 2.4608960151672363 (2.3688493304782443) | > loss_disc_real_0: 0.14471274614334106 (0.1299527966313892) | > loss_disc_real_1: 0.23284195363521576 (0.20089072651333278) | > loss_disc_real_2: 0.2615271508693695 (0.24139889081319174) | > loss_disc_real_3: 0.22836239635944366 (0.2543025364478429) | > loss_disc_real_4: 0.214699849486351 (0.2472124911016888) | > loss_disc_real_5: 0.23720961809158325 (0.2626867956585354) | > loss_0: 2.4608960151672363 (2.3688493304782443) | > loss_gen: 2.4244635105133057 (2.5292681323157415) | > loss_kl: 2.5135793685913086 (2.65686387485928) | > loss_feat: 9.301759719848633 (6.861854977077908) | > loss_mel: 18.97745704650879 (18.23840883043077) | > loss_duration: 2.130570411682129 (2.328154140048557) | > loss_1: 35.34783172607422 (32.61454963684082)  --> STEP: 10 | > loss_disc: 2.561824321746826 (2.3881468296051027) | > loss_disc_real_0: 0.1954699456691742 (0.13650451153516768) | > loss_disc_real_1: 0.2305745780467987 (0.2038591116666794) | > loss_disc_real_2: 0.3685736656188965 (0.2541163682937622) | > loss_disc_real_3: 0.29947635531425476 (0.2588199183344841) | > loss_disc_real_4: 0.25291022658348083 (0.24778226464986802) | > loss_disc_real_5: 0.2628629207611084 (0.2627044081687927) | > loss_0: 2.561824321746826 (2.3881468296051027) | > loss_gen: 2.7916035652160645 (2.555501675605774) | > loss_kl: 2.1683056354522705 (2.608008050918579) | > loss_feat: 6.792574882507324 (6.85492696762085) | > loss_mel: 18.75635528564453 (18.290203475952147) | > loss_duration: 2.3610992431640625 (2.3314486503601075) | > loss_1: 32.869937896728516 (32.64008846282959)  --> STEP: 11 | > loss_disc: 2.635148286819458 (2.41060150753368) | > loss_disc_real_0: 0.09123818576335907 (0.13238939101045782) | > loss_disc_real_1: 0.21200868487358093 (0.20459998195821588) | > loss_disc_real_2: 0.24926652014255524 (0.2536754730072888) | > loss_disc_real_3: 0.3208073079586029 (0.26445513557304035) | > loss_disc_real_4: 0.23567768931388855 (0.24668184871023352) | > loss_disc_real_5: 0.29253727197647095 (0.2654164866967635) | > loss_0: 2.635148286819458 (2.41060150753368) | > loss_gen: 2.298731803894043 (2.5321589599956167) | > loss_kl: 3.4588265419006348 (2.6853551864624023) | > loss_feat: 5.680204391479492 (6.748134006153453) | > loss_mel: 16.12795639038086 (18.09363555908203) | > loss_duration: 2.505831718444824 (2.347301656549627) | > loss_1: 30.071552276611328 (32.40658517317338)  --> STEP: 12 | > loss_disc: 2.536318778991699 (2.4210779468218484) | > loss_disc_real_0: 0.11648392677307129 (0.13106393565734228) | > loss_disc_real_1: 0.21497564017772675 (0.20546462014317513) | > loss_disc_real_2: 0.2304767668247223 (0.2517422474920749) | > loss_disc_real_3: 0.22663818299770355 (0.26130372285842896) | > loss_disc_real_4: 0.263105183839798 (0.24805045997103056) | > loss_disc_real_5: 0.2559373378753662 (0.2646265576283137) | > loss_0: 2.536318778991699 (2.4210779468218484) | > loss_gen: 2.345585823059082 (2.5166111985842385) | > loss_kl: 2.650822639465332 (2.6824774742126465) | > loss_feat: 6.215127468109131 (6.70371679464976) | > loss_mel: 18.280109405517578 (18.109175046284992) | > loss_duration: 2.2498552799224854 (2.339181125164032) | > loss_1: 31.741500854492188 (32.35116147994995)  --> STEP: 13 | > loss_disc: 2.4440526962280273 (2.4228452352377086) | > loss_disc_real_0: 0.10762910544872284 (0.12926125641052538) | > loss_disc_real_1: 0.2562512159347534 (0.20937128135791191) | > loss_disc_real_2: 0.24149353802204132 (0.2509538852251492) | > loss_disc_real_3: 0.25922897458076477 (0.26114412683707017) | > loss_disc_real_4: 0.27598971128463745 (0.2501996331490003) | > loss_disc_real_5: 0.2843424379825592 (0.2661431638094095) | > loss_0: 2.4440526962280273 (2.4228452352377086) | > loss_gen: 2.7086281776428223 (2.531381735434899) | > loss_kl: 3.4625303745269775 (2.742481543467595) | > loss_feat: 8.955571174621582 (6.8769363623399) | > loss_mel: 18.550537109375 (18.143125974214993) | > loss_duration: 2.249526023864746 (2.3322845789102407) | > loss_1: 35.926795959472656 (32.626210286067085)  --> STEP: 14 | > loss_disc: 2.408576488494873 (2.421826039041792) | > loss_disc_real_0: 0.13553586602210999 (0.12970944281135285) | > loss_disc_real_1: 0.16877281665802002 (0.20647139102220535) | > loss_disc_real_2: 0.1879660040140152 (0.24645475085292537) | > loss_disc_real_3: 0.2588598430156708 (0.2609809637069702) | > loss_disc_real_4: 0.2227698266506195 (0.24824036125625878) | > loss_disc_real_5: 0.24189607799053192 (0.2644112291080611) | > loss_0: 2.408576488494873 (2.421826039041792) | > loss_gen: 2.4309909343719482 (2.5242109639304027) | > loss_kl: 2.9258224964141846 (2.755577325820923) | > loss_feat: 6.6932477951049805 (6.863815750394549) | > loss_mel: 18.917388916015625 (18.198430470057893) | > loss_duration: 2.4126710891723633 (2.3380264725003923) | > loss_1: 33.38011932373047 (32.68006093161447)  --> STEP: 15 | > loss_disc: 2.3248960971832275 (2.4153640429178873) | > loss_disc_real_0: 0.13628551363945007 (0.130147847533226) | > loss_disc_real_1: 0.25514668226242065 (0.2097164104382197) | > loss_disc_real_2: 0.259433388710022 (0.2473199933767318) | > loss_disc_real_3: 0.24508140981197357 (0.2599209934473038) | > loss_disc_real_4: 0.212123304605484 (0.24583255747954047) | > loss_disc_real_5: 0.29421472549438477 (0.2663981288671493) | > loss_0: 2.3248960971832275 (2.4153640429178873) | > loss_gen: 2.5992860794067383 (2.5292159716288247) | > loss_kl: 2.996760845184326 (2.7716562271118166) | > loss_feat: 6.808108329772949 (6.860101922353109) | > loss_mel: 18.461444854736328 (18.215964762369786) | > loss_duration: 2.3732566833496094 (2.3403751532236736) | > loss_1: 33.23885726928711 (32.71731402079265)  --> STEP: 16 | > loss_disc: 2.3873162269592285 (2.413611054420471) | > loss_disc_real_0: 0.19064077734947205 (0.1339286556467414) | > loss_disc_real_1: 0.18518462777137756 (0.20818317402154207) | > loss_disc_real_2: 0.26071181893348694 (0.248156982474029) | > loss_disc_real_3: 0.2981121838092804 (0.2623079428449273) | > loss_disc_real_4: 0.2403915524482727 (0.24549249466508624) | > loss_disc_real_5: 0.22651644051074982 (0.2639055233448743) | > loss_0: 2.3873162269592285 (2.413611054420471) | > loss_gen: 2.63822865486145 (2.536029264330864) | > loss_kl: 3.102830648422241 (2.792354628443718) | > loss_feat: 6.226782321929932 (6.82051944732666) | > loss_mel: 17.279142379760742 (18.157413363456723) | > loss_duration: 2.3333263397216797 (2.339934602379799) | > loss_1: 31.580310821533203 (32.646251320838935)  --> STEP: 17 | > loss_disc: 2.794741630554199 (2.4360305000753963) | > loss_disc_real_0: 0.2439822107553482 (0.1404023941825418) | > loss_disc_real_1: 0.21325938403606415 (0.2084817746106316) | > loss_disc_real_2: 0.2558082044124603 (0.24860705435276026) | > loss_disc_real_3: 0.32402077317237854 (0.2659381093347774) | > loss_disc_real_4: 0.3233226239681244 (0.250070737565265) | > loss_disc_real_5: 0.3281126022338867 (0.26768241033834567) | > loss_0: 2.794741630554199 (2.4360305000753963) | > loss_gen: 2.3125908374786377 (2.5228858274572037) | > loss_kl: 2.279071807861328 (2.7621615213506363) | > loss_feat: 4.9725213050842285 (6.711813674253576) | > loss_mel: 17.104751586914062 (18.095492082483624) | > loss_duration: 2.42097806930542 (2.3447018651401295) | > loss_1: 29.089914321899414 (32.43705502678367)  --> STEP: 18 | > loss_disc: 2.319028377532959 (2.429530382156372) | > loss_disc_real_0: 0.15002168715000153 (0.14093679934740067) | > loss_disc_real_1: 0.165389746427536 (0.20608777304490408) | > loss_disc_real_2: 0.21965469419956207 (0.2469985898998048) | > loss_disc_real_3: 0.24807360768318176 (0.2649456370207999) | > loss_disc_real_4: 0.20921987295150757 (0.2478012450867229) | > loss_disc_real_5: 0.2517240345478058 (0.26679583390553785) | > loss_0: 2.319028377532959 (2.429530382156372) | > loss_gen: 2.4760217666625977 (2.52028226852417) | > loss_kl: 2.3742265701293945 (2.7406095796161227) | > loss_feat: 6.989656925201416 (6.727249410417345) | > loss_mel: 19.864521026611328 (18.193771468268498) | > loss_duration: 2.214621067047119 (2.337475154134962) | > loss_1: 33.91904830932617 (32.51938798692492)  --> STEP: 19 | > loss_disc: 2.843775987625122 (2.451332782444201) | > loss_disc_real_0: 0.28138798475265503 (0.1483289670003088) | > loss_disc_real_1: 0.3457290232181549 (0.21343731252770676) | > loss_disc_real_2: 0.33892542123794556 (0.2518368441807596) | > loss_disc_real_3: 0.32021045684814453 (0.26785431174855484) | > loss_disc_real_4: 0.2850622534751892 (0.249762350791379) | > loss_disc_real_5: 0.3429034650325775 (0.2708014987016978) | > loss_0: 2.843775987625122 (2.451332782444201) | > loss_gen: 2.8826634883880615 (2.53935496430648) | > loss_kl: 2.3441338539123535 (2.71974243615803) | > loss_feat: 6.123175144195557 (6.695456027984619) | > loss_mel: 15.515606880187988 (18.05281543731689) | > loss_duration: 2.3733463287353516 (2.3393631106928776) | > loss_1: 29.23892593383789 (32.346732089394024)  --> STEP: 20 | > loss_disc: 2.6857681274414062 (2.4630545496940615) | > loss_disc_real_0: 0.1680765599012375 (0.14931634664535523) | > loss_disc_real_1: 0.2125825434923172 (0.21339457407593726) | > loss_disc_real_2: 0.2761397361755371 (0.25305198878049845) | > loss_disc_real_3: 0.2476027011871338 (0.26684173122048377) | > loss_disc_real_4: 0.2625885009765625 (0.2504036583006382) | > loss_disc_real_5: 0.28692445158958435 (0.27160764634609214) | > loss_0: 2.6857681274414062 (2.4630545496940615) | > loss_gen: 2.3242287635803223 (2.528598654270172) | > loss_kl: 2.00858736038208 (2.6841846823692324) | > loss_feat: 7.577960014343262 (6.739581227302551) | > loss_mel: 19.775468826293945 (18.138948106765746) | > loss_duration: 2.321470260620117 (2.3384684681892396) | > loss_1: 34.007713317871094 (32.429781150817874)  --> STEP: 21 | > loss_disc: 2.633343458175659 (2.4711635453360423) | > loss_disc_real_0: 0.21853290498256683 (0.1526123732328415) | > loss_disc_real_1: 0.2352524846792221 (0.21443542696180798) | > loss_disc_real_2: 0.32249969244003296 (0.2563590222880953) | > loss_disc_real_3: 0.26555344462394714 (0.2667803842396963) | > loss_disc_real_4: 0.2835274636745453 (0.25198098236606237) | > loss_disc_real_5: 0.23765631020069122 (0.269990916053454) | > loss_0: 2.633343458175659 (2.4711635453360423) | > loss_gen: 2.3440709114074707 (2.5198116188957576) | > loss_kl: 2.157090663909912 (2.6590849672045027) | > loss_feat: 5.268293857574463 (6.6695199239821665) | > loss_mel: 15.458727836608887 (18.01131857009161) | > loss_duration: 2.198723077774048 (2.331813925788516) | > loss_1: 27.42690658569336 (32.19154902866909)  --> STEP: 22 | > loss_disc: 2.372389316558838 (2.4666738076643515) | > loss_disc_real_0: 0.13164708018302917 (0.15165940536694092) | > loss_disc_real_1: 0.22788681089878082 (0.21504685350439764) | > loss_disc_real_2: 0.24901708960533142 (0.2560252980752424) | > loss_disc_real_3: 0.19056491553783417 (0.26331604475324805) | > loss_disc_real_4: 0.20502734184265137 (0.24984672597863458) | > loss_disc_real_5: 0.2432033121585846 (0.2687732976945963) | > loss_0: 2.372389316558838 (2.4666738076643515) | > loss_gen: 2.538400888442993 (2.520656585693359) | > loss_kl: 2.106738805770874 (2.633978323502974) | > loss_feat: 7.2027788162231445 (6.693758964538574) | > loss_mel: 19.82049560546875 (18.09355388988148) | > loss_duration: 2.205070972442627 (2.326052882454612) | > loss_1: 33.87348556518555 (32.268000689419836)  --> STEP: 23 | > loss_disc: 2.4394147396087646 (2.4654886307923696) | > loss_disc_real_0: 0.17619214951992035 (0.15272604641707047) | > loss_disc_real_1: 0.21328382194042206 (0.21497019995813785) | > loss_disc_real_2: 0.2537112236022949 (0.255924686141636) | > loss_disc_real_3: 0.21876512467861176 (0.26137904822826385) | > loss_disc_real_4: 0.27271607518196106 (0.250841045509214) | > loss_disc_real_5: 0.22836051881313324 (0.267016220351924) | > loss_0: 2.4394147396087646 (2.4654886307923696) | > loss_gen: 2.356448173522949 (2.5135170895120367) | > loss_kl: 2.762937068939209 (2.6395852254784624) | > loss_feat: 4.990546226501465 (6.61970623679783) | > loss_mel: 17.196189880371094 (18.054538063381028) | > loss_duration: 2.28092622756958 (2.3240908539813496) | > loss_1: 29.587047576904297 (32.15143751061481)  --> STEP: 24 | > loss_disc: 2.6730146408081055 (2.4741355478763585) | > loss_disc_real_0: 0.184962660074234 (0.15406923865278563) | > loss_disc_real_1: 0.21153205633163452 (0.2148269439737002) | > loss_disc_real_2: 0.2432609647512436 (0.255397031083703) | > loss_disc_real_3: 0.27065539360046387 (0.2617655626187722) | > loss_disc_real_4: 0.2426421195268631 (0.2504994235932827) | > loss_disc_real_5: 0.3255089819431305 (0.26945341875155765) | > loss_0: 2.6730146408081055 (2.4741355478763585) | > loss_gen: 2.2836601734161377 (2.503939718008041) | > loss_kl: 2.550079584121704 (2.6358558237552643) | > loss_feat: 9.296795845031738 (6.73125163714091) | > loss_mel: 18.048072814941406 (18.054268678029377) | > loss_duration: 2.380344867706299 (2.326434771219889) | > loss_1: 34.55895233154297 (32.25175062815348)  --> STEP: 25 | > loss_disc: 2.540966033935547 (2.476808767318726) | > loss_disc_real_0: 0.17203807830810547 (0.15478799223899842) | > loss_disc_real_1: 0.24257363379001617 (0.21593681156635283) | > loss_disc_real_2: 0.329835444688797 (0.2583745676279067) | > loss_disc_real_3: 0.2505949139595032 (0.2613187366724014) | > loss_disc_real_4: 0.25557512044906616 (0.250702451467514) | > loss_disc_real_5: 0.27323269844055176 (0.26960458993911746) | > loss_0: 2.540966033935547 (2.476808767318726) | > loss_gen: 2.667820453643799 (2.5104949474334712) | > loss_kl: 2.4157867431640625 (2.6270530605316162) | > loss_feat: 6.73799467086792 (6.7315213584899904) | > loss_mel: 16.225431442260742 (17.981115188598633) | > loss_duration: 2.3525166511535645 (2.3274780464172364) | > loss_1: 30.39954948425293 (32.17766258239746)  --> STEP: 26 | > loss_disc: 2.404099225997925 (2.4740122464986953) | > loss_disc_real_0: 0.07357099652290344 (0.15166426163453323) | > loss_disc_real_1: 0.24727578461170197 (0.21714215668348166) | > loss_disc_real_2: 0.24085120856761932 (0.25770059227943415) | > loss_disc_real_3: 0.24824005365371704 (0.260815710402452) | > loss_disc_real_4: 0.17327678203582764 (0.24772454110475686) | > loss_disc_real_5: 0.1730353981256485 (0.26589039025398403) | > loss_0: 2.404099225997925 (2.4740122464986953) | > loss_gen: 2.379917860031128 (2.50547275176415) | > loss_kl: 2.3385260105133057 (2.6159558663001428) | > loss_feat: 16.727771759033203 (7.1159925277416525) | > loss_mel: 20.46407127380371 (18.076613499568058) | > loss_duration: 2.2951467037200928 (2.326234533236577) | > loss_1: 44.2054328918457 (32.64026913276086) --> EVAL PERFORMANCE | > avg_loader_time: 0.002414217362037072 (-0.00013190966386061442) | > avg_loss_disc: 2.4740122464986953 (+0.09974083533653921) | > avg_loss_disc_real_0: 0.15166426163453323 (+0.026786891027138784) | > avg_loss_disc_real_1: 0.21714215668348166 (+0.015541925453222721) | > avg_loss_disc_real_2: 0.25770059227943415 (+0.044844668645125124) | > avg_loss_disc_real_3: 0.260815710402452 (+0.03331239636127761) | > avg_loss_disc_real_4: 0.24772454110475686 (+0.024981416761875153) | > avg_loss_disc_real_5: 0.26589039025398403 (+0.04053227603435519) | > avg_loss_0: 2.4740122464986953 (+0.09974083533653921) | > avg_loss_gen: 2.50547275176415 (+0.15035227628854564) | > avg_loss_kl: 2.6159558663001428 (-0.16419929724473237) | > avg_loss_feat: 7.1159925277416525 (+0.06324045474712658) | > avg_loss_mel: 18.076613499568058 (+0.3374868906461259) | > avg_loss_duration: 2.326234533236577 (+0.005830086194551942) | > avg_loss_1: 32.64026913276086 (+0.3927100988534704)  > EPOCH: 537/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:48:58)   --> TIME: 2024-06-11 14:49:04 -- STEP: 14/330 -- GLOBAL_STEP: 265225 | > loss_disc: 2.3906922340393066 (2.3541359390531267) | > loss_disc_real_0: 0.1043005958199501 (0.10288753041199275) | > loss_disc_real_1: 0.24202091991901398 (0.21011524753911154) | > loss_disc_real_2: 0.2144274264574051 (0.20837885567120143) | > loss_disc_real_3: 0.22839805483818054 (0.2251487054995128) | > loss_disc_real_4: 0.20751342177391052 (0.22796376262392318) | > loss_disc_real_5: 0.21678847074508667 (0.23131469850029265) | > loss_0: 2.3906922340393066 (2.3541359390531267) | > grad_norm_0: tensor(8.7481, device='cuda:0') (tensor(6.6244, device='cuda:0')) | > loss_gen: 2.4135355949401855 (2.443565470831735) | > loss_kl: 1.6785821914672852 (1.8107102172715324) | > loss_feat: 6.641380310058594 (6.736941848482404) | > loss_mel: 16.675613403320312 (17.795809064592635) | > loss_duration: 2.0047483444213867 (2.101868561335973) | > loss_1: 29.413860321044922 (30.888895307268417) | > grad_norm_1: tensor(95.0684, device='cuda:0') (tensor(66.8938, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3621 (0.37309018203190397) | > loader_time: 0.0039 (0.0032411302839006695)  --> TIME: 2024-06-11 14:49:13 -- STEP: 39/330 -- GLOBAL_STEP: 265250 | > loss_disc: 2.3594207763671875 (2.3544232723040457) | > loss_disc_real_0: 0.13911476731300354 (0.10817539367156151) | > loss_disc_real_1: 0.21535833179950714 (0.19810197254021963) | > loss_disc_real_2: 0.2140589952468872 (0.21074907290629852) | > loss_disc_real_3: 0.23527437448501587 (0.22864126012875483) | > loss_disc_real_4: 0.20823505520820618 (0.23141016371739218) | > loss_disc_real_5: 0.20698952674865723 (0.22564237392865694) | > loss_0: 2.3594207763671875 (2.3544232723040457) | > grad_norm_0: tensor(19.2221, device='cuda:0') (tensor(8.2212, device='cuda:0')) | > loss_gen: 2.4974374771118164 (2.4706471272003956) | > loss_kl: 1.9690349102020264 (1.9010779551970654) | > loss_feat: 7.2468390464782715 (6.919992850377009) | > loss_mel: 17.827455520629883 (17.8052795116718) | > loss_duration: 2.009255886077881 (2.0382998814949627) | > loss_1: 31.550024032592773 (31.135297286204803) | > grad_norm_1: tensor(155.3479, device='cuda:0') (tensor(70.9276, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3797 (0.36847934967432266) | > loader_time: 0.0042 (0.003367491257496369)  --> TIME: 2024-06-11 14:49:23 -- STEP: 64/330 -- GLOBAL_STEP: 265275 | > loss_disc: 2.387226104736328 (2.3541982062160973) | > loss_disc_real_0: 0.11267973482608795 (0.10842627577949315) | > loss_disc_real_1: 0.21259881556034088 (0.19821836426854134) | > loss_disc_real_2: 0.24270786345005035 (0.20990256406366825) | > loss_disc_real_3: 0.23204953968524933 (0.2285519763827324) | > loss_disc_real_4: 0.2398768961429596 (0.23139479220844805) | > loss_disc_real_5: 0.24620933830738068 (0.2254529616329819) | > loss_0: 2.387226104736328 (2.3541982062160973) | > grad_norm_0: tensor(4.3007, device='cuda:0') (tensor(11.0771, device='cuda:0')) | > loss_gen: 2.464059829711914 (2.469544116407633) | > loss_kl: 1.986140251159668 (1.90965436398983) | > loss_feat: 7.1424994468688965 (6.958338052034378) | > loss_mel: 17.753931045532227 (17.780990451574326) | > loss_duration: 2.0136361122131348 (2.0194951351732016) | > loss_1: 31.360265731811523 (31.138022005558014) | > grad_norm_1: tensor(63.7061, device='cuda:0') (tensor(127.6224, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3836 (0.3717969283461571) | > loader_time: 0.0033 (0.0035481154918670654)  --> TIME: 2024-06-11 14:49:33 -- STEP: 89/330 -- GLOBAL_STEP: 265300 | > loss_disc: 2.3455049991607666 (2.350342166557741) | > loss_disc_real_0: 0.1223054975271225 (0.11034197653277536) | > loss_disc_real_1: 0.20358231663703918 (0.19685245882929037) | > loss_disc_real_2: 0.25395268201828003 (0.21010961726810154) | > loss_disc_real_3: 0.25760650634765625 (0.22890913603680857) | > loss_disc_real_4: 0.24590937793254852 (0.2316519772068838) | > loss_disc_real_5: 0.25125154852867126 (0.22511949616201807) | > loss_0: 2.3455049991607666 (2.350342166557741) | > grad_norm_0: tensor(11.5484, device='cuda:0') (tensor(11.2946, device='cuda:0')) | > loss_gen: 2.4990930557250977 (2.477170855811473) | > loss_kl: 2.1031911373138428 (1.934453932087073) | > loss_feat: 6.6220784187316895 (6.999279949102509) | > loss_mel: 17.425996780395508 (17.69850442650613) | > loss_duration: 2.0081803798675537 (2.0128920922118625) | > loss_1: 30.658540725708008 (31.122301294562522) | > grad_norm_1: tensor(108.8071, device='cuda:0') (tensor(138.1013, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3702 (0.372633250911584) | > loader_time: 0.0034 (0.003636298554666926)  --> TIME: 2024-06-11 14:49:42 -- STEP: 114/330 -- GLOBAL_STEP: 265325 | > loss_disc: 2.4218225479125977 (2.351393622264527) | > loss_disc_real_0: 0.15028373897075653 (0.11115865409374237) | > loss_disc_real_1: 0.18283861875534058 (0.19709849422960948) | > loss_disc_real_2: 0.23344607651233673 (0.21059084762083857) | > loss_disc_real_3: 0.26519766449928284 (0.2294592280921183) | > loss_disc_real_4: 0.2587873339653015 (0.23091128167876027) | > loss_disc_real_5: 0.26166653633117676 (0.22251069885596894) | > loss_0: 2.4218225479125977 (2.351393622264527) | > grad_norm_0: tensor(27.2057, device='cuda:0') (tensor(12.0715, device='cuda:0')) | > loss_gen: 2.6429436206817627 (2.4787967246875433) | > loss_kl: 2.0666537284851074 (1.9542471086769773) | > loss_feat: 7.569789886474609 (6.997262624272129) | > loss_mel: 18.428119659423828 (17.7331432292336) | > loss_duration: 2.017487049102783 (2.013500032717721) | > loss_1: 32.72499465942383 (31.17694978546678) | > grad_norm_1: tensor(377.9769, device='cuda:0') (tensor(146.3231, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3654 (0.37422048627284527) | > loader_time: 0.0036 (0.0037220486423425506)  --> TIME: 2024-06-11 14:49:52 -- STEP: 139/330 -- GLOBAL_STEP: 265350 | > loss_disc: 2.373544454574585 (2.353267944116386) | > loss_disc_real_0: 0.13183104991912842 (0.1115962564409208) | > loss_disc_real_1: 0.1801389455795288 (0.19722947145966316) | > loss_disc_real_2: 0.17060598731040955 (0.2107607908814931) | > loss_disc_real_3: 0.20720720291137695 (0.22938412170615985) | > loss_disc_real_4: 0.20363934338092804 (0.2311155250389799) | > loss_disc_real_5: 0.18763034045696259 (0.2230279537842428) | > loss_0: 2.373544454574585 (2.353267944116386) | > grad_norm_0: tensor(24.5164, device='cuda:0') (tensor(13.5805, device='cuda:0')) | > loss_gen: 2.3386616706848145 (2.475065166144063) | > loss_kl: 1.904247760772705 (1.957781333717511) | > loss_feat: 6.999765396118164 (6.989380520882366) | > loss_mel: 18.099191665649414 (17.75191213072634) | > loss_duration: 2.0771992206573486 (2.0180045048967536) | > loss_1: 31.419065475463867 (31.192143680380404) | > grad_norm_1: tensor(116.6444, device='cuda:0') (tensor(162.2150, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3737 (0.3762746817774052) | > loader_time: 0.0041 (0.003808844861366766)  --> TIME: 2024-06-11 14:50:02 -- STEP: 164/330 -- GLOBAL_STEP: 265375 | > loss_disc: 2.3003292083740234 (2.3550928438582064) | > loss_disc_real_0: 0.12556472420692444 (0.11372345513323458) | > loss_disc_real_1: 0.20166651904582977 (0.1978540624060281) | > loss_disc_real_2: 0.19538797438144684 (0.2107665644186299) | > loss_disc_real_3: 0.24033083021640778 (0.2295897162360389) | > loss_disc_real_4: 0.19273318350315094 (0.2299567152995889) | > loss_disc_real_5: 0.19224514067173004 (0.22237562033824804) | > loss_0: 2.3003292083740234 (2.3550928438582064) | > grad_norm_0: tensor(21.5629, device='cuda:0') (tensor(16.4369, device='cuda:0')) | > loss_gen: 2.6880812644958496 (2.4787661825738314) | > loss_kl: 1.8995698690414429 (1.9724224943940232) | > loss_feat: 7.39162540435791 (6.994069366920285) | > loss_mel: 17.37042999267578 (17.751678286529174) | > loss_duration: 2.1020424365997314 (2.0213667001666096) | > loss_1: 31.451749801635742 (31.21830308728102) | > grad_norm_1: tensor(427.2390, device='cuda:0') (tensor(187.9849, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3852 (0.3776160260526145) | > loader_time: 0.0049 (0.0039018523402330352)  --> TIME: 2024-06-11 14:50:12 -- STEP: 189/330 -- GLOBAL_STEP: 265400 | > loss_disc: 2.1906027793884277 (2.3555422220280557) | > loss_disc_real_0: 0.13056516647338867 (0.11443977428491785) | > loss_disc_real_1: 0.22392797470092773 (0.19782336127190356) | > loss_disc_real_2: 0.16367889940738678 (0.21070827157409103) | > loss_disc_real_3: 0.22094348073005676 (0.22960652158689246) | > loss_disc_real_4: 0.23427583277225494 (0.22995689243235917) | > loss_disc_real_5: 0.20339259505271912 (0.22239598150921877) | > loss_0: 2.1906027793884277 (2.3555422220280557) | > grad_norm_0: tensor(33.9997, device='cuda:0') (tensor(18.9306, device='cuda:0')) | > loss_gen: 2.791994094848633 (2.4848227046784905) | > loss_kl: 2.059023380279541 (1.9771604569500716) | > loss_feat: 7.556127548217773 (7.02705839954356) | > loss_mel: 17.464401245117188 (17.728590026734373) | > loss_duration: 2.105851411819458 (2.0280693788377078) | > loss_1: 31.977397918701172 (31.2457010077421) | > grad_norm_1: tensor(537.6865, device='cuda:0') (tensor(207.8357, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3833 (0.3791911589405524) | > loader_time: 0.0048 (0.004047160426144878)  --> TIME: 2024-06-11 14:50:22 -- STEP: 214/330 -- GLOBAL_STEP: 265425 | > loss_disc: 2.4594407081604004 (2.3578106733126063) | > loss_disc_real_0: 0.07952383160591125 (0.11596211272283136) | > loss_disc_real_1: 0.1928422600030899 (0.19824931840194712) | > loss_disc_real_2: 0.2429100126028061 (0.21135888081566195) | > loss_disc_real_3: 0.24633736908435822 (0.22906085041081795) | > loss_disc_real_4: 0.22784563899040222 (0.2297631530700443) | > loss_disc_real_5: 0.23954619467258453 (0.22282772956886024) | > loss_0: 2.4594407081604004 (2.3578106733126063) | > grad_norm_0: tensor(53.8190, device='cuda:0') (tensor(22.0945, device='cuda:0')) | > loss_gen: 2.4337356090545654 (2.4921040657524767) | > loss_kl: 1.8521603345870972 (1.9797839227123795) | > loss_feat: 6.419371604919434 (7.058290951719908) | > loss_mel: 17.281713485717773 (17.70181813195488) | > loss_duration: 2.1211390495300293 (2.034834719149868) | > loss_1: 30.10811996459961 (31.266831843652458) | > grad_norm_1: tensor(365.2505, device='cuda:0') (tensor(230.0249, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.3945 (0.3814167241069758) | > loader_time: 0.0052 (0.0041582484111607615)  --> TIME: 2024-06-11 14:50:33 -- STEP: 239/330 -- GLOBAL_STEP: 265450 | > loss_disc: 2.339500665664673 (2.3587636698240018) | > loss_disc_real_0: 0.10572253167629242 (0.11682741569986403) | > loss_disc_real_1: 0.2240198254585266 (0.1983455509944939) | > loss_disc_real_2: 0.16926391422748566 (0.2111512502990507) | > loss_disc_real_3: 0.22104783356189728 (0.22929531853318713) | > loss_disc_real_4: 0.1910022646188736 (0.22908111377989399) | > loss_disc_real_5: 0.22181829810142517 (0.2223533285337512) | > loss_0: 2.339500665664673 (2.3587636698240018) | > grad_norm_0: tensor(34.3840, device='cuda:0') (tensor(24.1874, device='cuda:0')) | > loss_gen: 2.568112850189209 (2.4922239002323563) | > loss_kl: 1.8771040439605713 (1.9729386727680223) | > loss_feat: 7.411520481109619 (7.054431137180727) | > loss_mel: 18.096803665161133 (17.678336829819948) | > loss_duration: 2.0737152099609375 (2.042672594222067) | > loss_1: 32.027259826660156 (31.240603171631882) | > grad_norm_1: tensor(262.9397, device='cuda:0') (tensor(245.9424, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.4115 (0.38465251583434545) | > loader_time: 0.0059 (0.004297703379866469)  --> TIME: 2024-06-11 14:50:44 -- STEP: 264/330 -- GLOBAL_STEP: 265475 | > loss_disc: 2.3449697494506836 (2.3549296630151346) | > loss_disc_real_0: 0.0959334596991539 (0.11680732364060753) | > loss_disc_real_1: 0.17701631784439087 (0.19852318213970366) | > loss_disc_real_2: 0.1964033991098404 (0.2113257104135824) | > loss_disc_real_3: 0.21730071306228638 (0.2286016900431026) | > loss_disc_real_4: 0.22032368183135986 (0.22874235926252423) | > loss_disc_real_5: 0.19594568014144897 (0.22167139647133421) | > loss_0: 2.3449697494506836 (2.3549296630151346) | > grad_norm_0: tensor(10.8735, device='cuda:0') (tensor(24.5000, device='cuda:0')) | > loss_gen: 2.4988720417022705 (2.4940037411270732) | > loss_kl: 1.9193849563598633 (1.9742045334794305) | > loss_feat: 7.748925685882568 (7.089869208408125) | > loss_mel: 17.0679931640625 (17.65598676060186) | > loss_duration: 2.1635758876800537 (2.050598960934265) | > loss_1: 31.398752212524414 (31.264663262800738) | > grad_norm_1: tensor(236.7518, device='cuda:0') (tensor(253.4803, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.4307 (0.38871489961942035) | > loader_time: 0.0056 (0.004451677654728745)  --> TIME: 2024-06-11 14:50:55 -- STEP: 289/330 -- GLOBAL_STEP: 265500 | > loss_disc: 2.3297781944274902 (2.357310208482313) | > loss_disc_real_0: 0.16175121068954468 (0.11815302848661234) | > loss_disc_real_1: 0.14951394498348236 (0.19922790096292847) | > loss_disc_real_2: 0.19581536948680878 (0.21191312346903923) | > loss_disc_real_3: 0.1937754601240158 (0.2285326422807667) | > loss_disc_real_4: 0.23135881125926971 (0.22894294456833375) | > loss_disc_real_5: 0.18664047122001648 (0.2215543016017927) | > loss_0: 2.3297781944274902 (2.357310208482313) | > grad_norm_0: tensor(87.1212, device='cuda:0') (tensor(26.4208, device='cuda:0')) | > loss_gen: 2.3062429428100586 (2.495380082344927) | > loss_kl: 1.9530320167541504 (1.9746797711791464) | > loss_feat: 7.4012837409973145 (7.094696360063388) | > loss_mel: 17.088207244873047 (17.607392687286072) | > loss_duration: 2.203768730163574 (2.06007072917318) | > loss_1: 30.952537536621094 (31.232219715844387) | > grad_norm_1: tensor(301.5911, device='cuda:0') (tensor(268.4593, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.4615 (0.39386649940253127) | > loader_time: 0.0063 (0.0046241192669192015) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_265500.pth  --> TIME: 2024-06-11 14:51:13 -- STEP: 314/330 -- GLOBAL_STEP: 265525 | > loss_disc: 2.3290674686431885 (2.3613292988698205) | > loss_disc_real_0: 0.0873393565416336 (0.11812097091631145) | > loss_disc_real_1: 0.2204638123512268 (0.1998515064549293) | > loss_disc_real_2: 0.2558499872684479 (0.2124612180955091) | > loss_disc_real_3: 0.25551605224609375 (0.2287508856718707) | > loss_disc_real_4: 0.19895783066749573 (0.22890582908490661) | > loss_disc_real_5: 0.21494989097118378 (0.2219452243416932) | > loss_0: 2.3290674686431885 (2.3613292988698205) | > grad_norm_0: tensor(10.7146, device='cuda:0') (tensor(27.5039, device='cuda:0')) | > loss_gen: 2.6126952171325684 (2.49872815229331) | > loss_kl: 2.0855209827423096 (1.974620797451894) | > loss_feat: 7.403153419494629 (7.108107506089909) | > loss_mel: 16.559307098388672 (17.567570844273664) | > loss_duration: 2.2689309120178223 (2.072571826588578) | > loss_1: 30.929607391357422 (31.221599208321543) | > grad_norm_1: tensor(296.3082, device='cuda:0') (tensor(282.1040, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.5278 (0.4025648095805174) | > loader_time: 0.0076 (0.004813267167206786)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5834527015686035 (2.5834527015686035) | > loss_disc_real_0: 0.09286090731620789 (0.09286090731620789) | > loss_disc_real_1: 0.2590262293815613 (0.2590262293815613) | > loss_disc_real_2: 0.1531444936990738 (0.1531444936990738) | > loss_disc_real_3: 0.26518869400024414 (0.26518869400024414) | > loss_disc_real_4: 0.2850272059440613 (0.2850272059440613) | > loss_disc_real_5: 0.27138230204582214 (0.27138230204582214) | > loss_0: 2.5834527015686035 (2.5834527015686035) | > loss_gen: 2.1144399642944336 (2.1144399642944336) | > loss_kl: 2.5600860118865967 (2.5600860118865967) | > loss_feat: 4.274523735046387 (4.274523735046387) | > loss_mel: 14.748910903930664 (14.748910903930664) | > loss_duration: 3.0093283653259277 (3.0093283653259277) | > loss_1: 26.70728874206543 (26.70728874206543)  --> STEP: 1 | > loss_disc: 2.3731963634490967 (2.3731963634490967) | > loss_disc_real_0: 0.07876753807067871 (0.07876753807067871) | > loss_disc_real_1: 0.18408165872097015 (0.18408165872097015) | > loss_disc_real_2: 0.17467902600765228 (0.17467902600765228) | > loss_disc_real_3: 0.2675531506538391 (0.2675531506538391) | > loss_disc_real_4: 0.24564819037914276 (0.24564819037914276) | > loss_disc_real_5: 0.23152628540992737 (0.23152628540992737) | > loss_0: 2.3731963634490967 (2.3731963634490967) | > loss_gen: 2.2760281562805176 (2.2760281562805176) | > loss_kl: 2.863473653793335 (2.863473653793335) | > loss_feat: 4.761877536773682 (4.761877536773682) | > loss_mel: 17.972026824951172 (17.972026824951172) | > loss_duration: 2.3266687393188477 (2.3266687393188477) | > loss_1: 30.2000732421875 (30.2000732421875)  --> STEP: 2 | > loss_disc: 2.354661464691162 (2.3639289140701294) | > loss_disc_real_0: 0.15047508478164673 (0.11462131142616272) | > loss_disc_real_1: 0.18929749727249146 (0.1866895779967308) | > loss_disc_real_2: 0.22976045310497284 (0.20221973955631256) | > loss_disc_real_3: 0.27781549096107483 (0.27268432080745697) | > loss_disc_real_4: 0.2786014974117279 (0.26212484389543533) | > loss_disc_real_5: 0.30352309346199036 (0.26752468943595886) | > loss_0: 2.354661464691162 (2.3639289140701294) | > loss_gen: 2.7064051628112793 (2.4912166595458984) | > loss_kl: 2.9856467247009277 (2.9245601892471313) | > loss_feat: 5.468676567077637 (5.115277051925659) | > loss_mel: 17.780284881591797 (17.876155853271484) | > loss_duration: 2.495762586593628 (2.411215662956238) | > loss_1: 31.43677520751953 (30.818424224853516)  --> STEP: 3 | > loss_disc: 2.4070634841918945 (2.3783071041107178) | > loss_disc_real_0: 0.059639669954776764 (0.0962940976023674) | > loss_disc_real_1: 0.14765408635139465 (0.17367774744828543) | > loss_disc_real_2: 0.17248305678367615 (0.19230751196543375) | > loss_disc_real_3: 0.24154318869113922 (0.2623039434353511) | > loss_disc_real_4: 0.2609722912311554 (0.26174065967400867) | > loss_disc_real_5: 0.24198110401630402 (0.2590101609627406) | > loss_0: 2.4070634841918945 (2.3783071041107178) | > loss_gen: 2.130582809448242 (2.371005376180013) | > loss_kl: 2.950395345687866 (2.9331719080607095) | > loss_feat: 6.087358474731445 (5.439304192860921) | > loss_mel: 17.039888381958008 (17.597400029500324) | > loss_duration: 2.309584140777588 (2.377338488896688) | > loss_1: 30.51780891418457 (30.7182191212972)  --> STEP: 4 | > loss_disc: 2.346391439437866 (2.370328187942505) | > loss_disc_real_0: 0.09932603687047958 (0.09705208241939545) | > loss_disc_real_1: 0.19974961876869202 (0.18019571527838707) | > loss_disc_real_2: 0.15957315266132355 (0.1841239221394062) | > loss_disc_real_3: 0.2841152846813202 (0.26775677874684334) | > loss_disc_real_4: 0.2580430507659912 (0.2608162574470043) | > loss_disc_real_5: 0.20817415416240692 (0.24630115926265717) | > loss_0: 2.346391439437866 (2.370328187942505) | > loss_gen: 2.3232643604278564 (2.359070122241974) | > loss_kl: 3.589266061782837 (3.0971954464912415) | > loss_feat: 6.027242183685303 (5.586288690567017) | > loss_mel: 18.726993560791016 (17.879798412322998) | > loss_duration: 2.3147647380828857 (2.3616950511932373) | > loss_1: 32.98153305053711 (31.284047603607178)  --> STEP: 5 | > loss_disc: 2.623587131500244 (2.4209799766540527) | > loss_disc_real_0: 0.2868984341621399 (0.13502135276794433) | > loss_disc_real_1: 0.2477470189332962 (0.1937059760093689) | > loss_disc_real_2: 0.19207635521888733 (0.18571440875530243) | > loss_disc_real_3: 0.26381516456604004 (0.2669684559106827) | > loss_disc_real_4: 0.367922842502594 (0.28223757445812225) | > loss_disc_real_5: 0.2497350573539734 (0.2469879388809204) | > loss_0: 2.623587131500244 (2.4209799766540527) | > loss_gen: 2.7524070739746094 (2.437737512588501) | > loss_kl: 2.757312774658203 (3.029218912124634) | > loss_feat: 6.232466697692871 (5.715524291992187) | > loss_mel: 18.095619201660156 (17.92296257019043) | > loss_duration: 2.400604248046875 (2.369476890563965) | > loss_1: 32.23841094970703 (31.47492027282715)  --> STEP: 6 | > loss_disc: 2.2605841159820557 (2.3942473332087197) | > loss_disc_real_0: 0.06908752024173737 (0.12403238068024318) | > loss_disc_real_1: 0.28004366159439087 (0.20809559027353922) | > loss_disc_real_2: 0.10755787789821625 (0.1726883202791214) | > loss_disc_real_3: 0.29433462023735046 (0.27152948329846066) | > loss_disc_real_4: 0.23520298302173615 (0.27439847588539124) | > loss_disc_real_5: 0.24683722853660583 (0.24696282049020132) | > loss_0: 2.2605841159820557 (2.3942473332087197) | > loss_gen: 2.508744239807129 (2.449571967124939) | > loss_kl: 2.6813454627990723 (2.971240003903707) | > loss_feat: 7.027632236480713 (5.934208949406941) | > loss_mel: 19.194005966186523 (18.134803136189777) | > loss_duration: 2.1415019035339355 (2.3314810593922934) | > loss_1: 33.55323028564453 (31.82130527496338)  --> STEP: 7 | > loss_disc: 2.183400869369507 (2.364126409803118) | > loss_disc_real_0: 0.08533418923616409 (0.11850406761680331) | > loss_disc_real_1: 0.20664507150650024 (0.20788837330681936) | > loss_disc_real_2: 0.23179058730602264 (0.18113150128296443) | > loss_disc_real_3: 0.2494640201330185 (0.26837727427482605) | > loss_disc_real_4: 0.25798434019088745 (0.272053599357605) | > loss_disc_real_5: 0.2673269212245941 (0.2498719777379717) | > loss_0: 2.183400869369507 (2.364126409803118) | > loss_gen: 2.7242140769958496 (2.4888065542493547) | > loss_kl: 3.479729652404785 (3.0438813822610036) | > loss_feat: 7.603102684020996 (6.172622340066092) | > loss_mel: 19.138736724853516 (18.278222220284597) | > loss_duration: 2.526872158050537 (2.359394073486328) | > loss_1: 35.472652435302734 (32.342926297869)  --> STEP: 8 | > loss_disc: 2.547898769378662 (2.387097954750061) | > loss_disc_real_0: 0.18078051507472992 (0.12628862354904413) | > loss_disc_real_1: 0.2632026970386505 (0.21480266377329826) | > loss_disc_real_2: 0.10770523548126221 (0.17195321805775166) | > loss_disc_real_3: 0.2668461203575134 (0.26818588003516197) | > loss_disc_real_4: 0.1688299924135208 (0.25915064848959446) | > loss_disc_real_5: 0.20446518063545227 (0.24419612810015678) | > loss_0: 2.547898769378662 (2.387097954750061) | > loss_gen: 2.1563549041748047 (2.447250097990036) | > loss_kl: 2.8182125091552734 (3.0156727731227875) | > loss_feat: 11.241454124450684 (6.806226313114166) | > loss_mel: 18.906105041503906 (18.35670757293701) | > loss_duration: 2.2505948543548584 (2.3457941710948944) | > loss_1: 37.372718811035156 (32.97165036201477)  --> STEP: 9 | > loss_disc: 2.2434935569763184 (2.3711419105529785) | > loss_disc_real_0: 0.14975368976593018 (0.12889585312869814) | > loss_disc_real_1: 0.20044571161270142 (0.2132074468665653) | > loss_disc_real_2: 0.20650073885917664 (0.17579183148013222) | > loss_disc_real_3: 0.21757729351520538 (0.26256270375516677) | > loss_disc_real_4: 0.18029887974262238 (0.25038934085104203) | > loss_disc_real_5: 0.16708411276340485 (0.23562812639607322) | > loss_0: 2.2434935569763184 (2.3711419105529785) | > loss_gen: 2.7815299034118652 (2.4843922985924616) | > loss_kl: 2.8090646266937256 (2.9927163124084473) | > loss_feat: 10.873058319091797 (7.258096536000569) | > loss_mel: 19.744340896606445 (18.510889053344727) | > loss_duration: 2.1341686248779297 (2.3222802215152316) | > loss_1: 38.3421630859375 (33.56837399800619)  --> STEP: 10 | > loss_disc: 2.5738110542297363 (2.391408824920654) | > loss_disc_real_0: 0.1009468138217926 (0.12610094919800757) | > loss_disc_real_1: 0.22024495899677277 (0.21391119807958603) | > loss_disc_real_2: 0.21168901026248932 (0.17938154935836792) | > loss_disc_real_3: 0.29078513383865356 (0.2653849467635155) | > loss_disc_real_4: 0.3082045316696167 (0.25617085993289945) | > loss_disc_real_5: 0.3327207863330841 (0.2453373923897743) | > loss_0: 2.5738110542297363 (2.391408824920654) | > loss_gen: 2.4245541095733643 (2.4784084796905517) | > loss_kl: 2.6669600009918213 (2.9601406812667848) | > loss_feat: 5.515705108642578 (7.08385739326477) | > loss_mel: 16.767688751220703 (18.336569023132324) | > loss_duration: 2.3190066814422607 (2.3219528675079344) | > loss_1: 29.69391441345215 (33.18092803955078)  --> STEP: 11 | > loss_disc: 2.522468090057373 (2.403323303569447) | > loss_disc_real_0: 0.07834653556346893 (0.12175963886759499) | > loss_disc_real_1: 0.21391144394874573 (0.21391122043132782) | > loss_disc_real_2: 0.193918377161026 (0.18070307915860956) | > loss_disc_real_3: 0.23264066874980927 (0.2624081942168149) | > loss_disc_real_4: 0.3136804699897766 (0.2613990063017065) | > loss_disc_real_5: 0.31124013662338257 (0.251328550956466) | > loss_0: 2.522468090057373 (2.403323303569447) | > loss_gen: 2.213285207748413 (2.4543063640594482) | > loss_kl: 3.3412346839904785 (2.9947855906053023) | > loss_feat: 5.096410751342773 (6.903180425817316) | > loss_mel: 18.03021240234375 (18.308718421242453) | > loss_duration: 2.4441707134246826 (2.3330635807730933) | > loss_1: 31.12531280517578 (32.994053927334875)  --> STEP: 12 | > loss_disc: 2.226813793182373 (2.3886141777038574) | > loss_disc_real_0: 0.07418514788150787 (0.11779509795208772) | > loss_disc_real_1: 0.2163923680782318 (0.2141179827352365) | > loss_disc_real_2: 0.15883062779903412 (0.17888037487864494) | > loss_disc_real_3: 0.26466941833496094 (0.2625966295599937) | > loss_disc_real_4: 0.22464001178741455 (0.25833575675884884) | > loss_disc_real_5: 0.2205149531364441 (0.24876075113813081) | > loss_0: 2.226813793182373 (2.3886141777038574) | > loss_gen: 2.3231189250946045 (2.4433740774790444) | > loss_kl: 2.2179088592529297 (2.9300458629926047) | > loss_feat: 5.760603427886963 (6.807965675989787) | > loss_mel: 17.50630760192871 (18.24185085296631) | > loss_duration: 2.2263340950012207 (2.3241694569587703) | > loss_1: 30.034271240234375 (32.7474053700765)  --> STEP: 13 | > loss_disc: 2.329157590866089 (2.384040594100952) | > loss_disc_real_0: 0.08346852660179138 (0.11515459246360339) | > loss_disc_real_1: 0.23489533364772797 (0.21571624049773583) | > loss_disc_real_2: 0.22581325471401215 (0.18249059640444243) | > loss_disc_real_3: 0.2956385016441345 (0.26513831202800453) | > loss_disc_real_4: 0.2969258725643158 (0.26130422720542323) | > loss_disc_real_5: 0.266524076461792 (0.25012716077841246) | > loss_0: 2.329157590866089 (2.384040594100952) | > loss_gen: 2.7016842365264893 (2.4632440897134633) | > loss_kl: 2.752593994140625 (2.91639571923476) | > loss_feat: 7.390468597412109 (6.852773593022273) | > loss_mel: 18.197391510009766 (18.238430903508114) | > loss_duration: 2.2147269248962402 (2.315750800646268) | > loss_1: 33.256866455078125 (32.78659468430739)  --> STEP: 14 | > loss_disc: 2.287837505340576 (2.3771689449037825) | > loss_disc_real_0: 0.10195724666118622 (0.11421192490628787) | > loss_disc_real_1: 0.2087741196155548 (0.21522037472043717) | > loss_disc_real_2: 0.14271163940429688 (0.17964924233300344) | > loss_disc_real_3: 0.21788403391838074 (0.26176300644874567) | > loss_disc_real_4: 0.2559058368206024 (0.26091862789222176) | > loss_disc_real_5: 0.24288471043109894 (0.2496098428964615) | > loss_0: 2.287837505340576 (2.3771689449037825) | > loss_gen: 2.478865623474121 (2.4643599135535106) | > loss_kl: 3.639246702194214 (2.9680279323032925) | > loss_feat: 6.935292720794678 (6.858667816434588) | > loss_mel: 17.87290382385254 (18.212321826389857) | > loss_duration: 2.4548912048339844 (2.3256894009453903) | > loss_1: 33.38119888305664 (32.82906641278948)  --> STEP: 15 | > loss_disc: 2.423143148422241 (2.380233891805013) | > loss_disc_real_0: 0.21654704213142395 (0.12103426605463027) | > loss_disc_real_1: 0.21479114890098572 (0.2151917596658071) | > loss_disc_real_2: 0.15091586112976074 (0.1777336835861206) | > loss_disc_real_3: 0.20695875585079193 (0.2581093897422154) | > loss_disc_real_4: 0.2177235633134842 (0.25803895692030593) | > loss_disc_real_5: 0.2132764607667923 (0.2471876174211502) | > loss_0: 2.423143148422241 (2.380233891805013) | > loss_gen: 2.456261157989502 (2.4638199965159098) | > loss_kl: 3.7928009033203125 (3.0230127970377603) | > loss_feat: 9.385388374328613 (7.027115853627523) | > loss_mel: 18.48242950439453 (18.2303290049235) | > loss_duration: 2.328225612640381 (2.3258584817250565) | > loss_1: 36.44510269165039 (33.070135498046874)  --> STEP: 16 | > loss_disc: 2.466738224029541 (2.385640412569046) | > loss_disc_real_0: 0.17376264929771423 (0.12432979000732303) | > loss_disc_real_1: 0.17098982632160187 (0.21242913883179426) | > loss_disc_real_2: 0.20896762609481812 (0.1796858049929142) | > loss_disc_real_3: 0.25795382261276245 (0.2580996667966246) | > loss_disc_real_4: 0.2535570561885834 (0.25775883812457323) | > loss_disc_real_5: 0.2675080895423889 (0.24845764692872763) | > loss_0: 2.466738224029541 (2.385640412569046) | > loss_gen: 2.3107223510742188 (2.454251393675804) | > loss_kl: 2.4884321689605713 (2.989601507782936) | > loss_feat: 7.933876037597656 (7.083788365125656) | > loss_mel: 16.65695571899414 (18.131993174552917) | > loss_duration: 2.367471933364868 (2.3284593224525447) | > loss_1: 31.757457733154297 (32.98809313774109)  --> STEP: 17 | > loss_disc: 2.5475292205810547 (2.395163283628576) | > loss_disc_real_0: 0.1278071254491806 (0.12453433915096171) | > loss_disc_real_1: 0.25465127825737 (0.21491279409212224) | > loss_disc_real_2: 0.15142036974430084 (0.17802313233123107) | > loss_disc_real_3: 0.2907121777534485 (0.2600180497940848) | > loss_disc_real_4: 0.3092980980873108 (0.2607905592988519) | > loss_disc_real_5: 0.319694846868515 (0.2526480704545975) | > loss_0: 2.5475292205810547 (2.395163283628576) | > loss_gen: 2.347947120666504 (2.4479982011458454) | > loss_kl: 2.464888334274292 (2.95873602698831) | > loss_feat: 4.231749057769775 (6.916021347045898) | > loss_mel: 16.419111251831055 (18.031235414392807) | > loss_duration: 2.456275463104248 (2.3359779189614684) | > loss_1: 27.919971466064453 (32.68996833352482)  --> STEP: 18 | > loss_disc: 2.532705307006836 (2.4028045071495905) | > loss_disc_real_0: 0.10424533486366272 (0.12340717224611177) | > loss_disc_real_1: 0.1842668652534485 (0.2132102424899737) | > loss_disc_real_2: 0.19536538422107697 (0.17898659076955584) | > loss_disc_real_3: 0.21621334552764893 (0.2575844551126162) | > loss_disc_real_4: 0.32675498723983765 (0.2644552497400178) | > loss_disc_real_5: 0.27484187483787537 (0.2538810595870018) | > loss_0: 2.532705307006836 (2.4028045071495905) | > loss_gen: 2.3244946002960205 (2.4411368899875217) | > loss_kl: 2.4595141410827637 (2.931001477771335) | > loss_feat: 7.551112651824951 (6.951304197311401) | > loss_mel: 16.74216651916504 (17.959620475769043) | > loss_duration: 2.2345151901245117 (2.3303411006927486) | > loss_1: 31.31180191040039 (32.61340353224013)  --> STEP: 19 | > loss_disc: 2.331101894378662 (2.3990306854248047) | > loss_disc_real_0: 0.12502004206180573 (0.12349206013114829) | > loss_disc_real_1: 0.21038265526294708 (0.21306142210960388) | > loss_disc_real_2: 0.16134397685527802 (0.17805803214248858) | > loss_disc_real_3: 0.21440157294273376 (0.2553116718405171) | > loss_disc_real_4: 0.18886639177799225 (0.26047688879464803) | > loss_disc_real_5: 0.18183457851409912 (0.25008913953053324) | > loss_0: 2.331101894378662 (2.3990306854248047) | > loss_gen: 2.179736614227295 (2.4273789807369837) | > loss_kl: 1.815018653869629 (2.8722655396712455) | > loss_feat: 10.289881706237793 (7.127018803044369) | > loss_mel: 18.493850708007812 (17.98773785641319) | > loss_duration: 2.3245973587036133 (2.330038798482794) | > loss_1: 35.103084564208984 (32.74443937602796)  --> STEP: 20 | > loss_disc: 2.4546422958374023 (2.4018112659454345) | > loss_disc_real_0: 0.13704663515090942 (0.12416978888213634) | > loss_disc_real_1: 0.27629217505455017 (0.21622295975685119) | > loss_disc_real_2: 0.15979747474193573 (0.17714500427246094) | > loss_disc_real_3: 0.2897816598415375 (0.2570351712405681) | > loss_disc_real_4: 0.2983780801296234 (0.26237194836139677) | > loss_disc_real_5: 0.27373766899108887 (0.25127156600356104) | > loss_0: 2.4546422958374023 (2.4018112659454345) | > loss_gen: 2.636101484298706 (2.43781510591507) | > loss_kl: 2.153003215789795 (2.8363024234771728) | > loss_feat: 4.966917991638184 (7.01901376247406) | > loss_mel: 18.804349899291992 (18.028568458557128) | > loss_duration: 2.32120418548584 (2.3295970678329465) | > loss_1: 30.881576538085938 (32.65129623413086)  --> STEP: 21 | > loss_disc: 2.3503029346466064 (2.399358488264538) | > loss_disc_real_0: 0.11565886437892914 (0.123764506762936) | > loss_disc_real_1: 0.1602851301431656 (0.21355925358477093) | > loss_disc_real_2: 0.17090187966823578 (0.1768477126246407) | > 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(0.2515838342634114) | > loss_0: 2.5961811542510986 (2.408304973082109) | > loss_gen: 2.184321165084839 (2.408058632503857) | > loss_kl: 2.2864890098571777 (2.7941917072642934) | > loss_feat: 7.686447620391846 (6.9557648572054775) | > loss_mel: 18.308853149414062 (17.937382958152078) | > loss_duration: 2.1806154251098633 (2.31562176617709) | > loss_1: 32.646724700927734 (32.41101932525635)  --> STEP: 23 | > loss_disc: 2.597944736480713 (2.416550180186396) | > loss_disc_real_0: 0.14420950412750244 (0.12608169634705005) | > loss_disc_real_1: 0.20954649150371552 (0.21295525846274002) | > loss_disc_real_2: 0.20401674509048462 (0.17839893698692322) | > loss_disc_real_3: 0.2857104241847992 (0.2555497178564901) | > loss_disc_real_4: 0.25566887855529785 (0.2566931876151458) | > loss_disc_real_5: 0.24504896998405457 (0.2512997097295263) | > loss_0: 2.597944736480713 (2.416550180186396) | > loss_gen: 2.1744914054870605 (2.3979035356770395) | > loss_kl: 2.353266954421997 (2.775021065836367) | > loss_feat: 4.283996105194092 (6.839600998422374) | > loss_mel: 14.188277244567871 (17.774378361909285) | > loss_duration: 2.235990524291992 (2.3121595382690425) | > loss_1: 25.23602294921875 (32.0990629610808)  --> STEP: 24 | > loss_disc: 2.525635004043579 (2.421095381180445) | > loss_disc_real_0: 0.14818421006202698 (0.12700263441850743) | > loss_disc_real_1: 0.24099501967430115 (0.21412358184655508) | > loss_disc_real_2: 0.19069626927375793 (0.178911325832208) | > loss_disc_real_3: 0.22392244637012482 (0.25423191487789154) | > loss_disc_real_4: 0.2540125548839569 (0.2565814945846796) | > loss_disc_real_5: 0.2105930596590042 (0.24960359930992124) | > loss_0: 2.525635004043579 (2.421095381180445) | > loss_gen: 2.1533918380737305 (2.3877155482769017) | > loss_kl: 1.8577430248260498 (2.7368011474609375) | > loss_feat: 7.992420196533203 (6.8876351316769915) | > loss_mel: 16.671728134155273 (17.728434602419537) | > loss_duration: 2.37554931640625 (2.31480077902476) | > loss_1: 31.05083465576172 (32.0553867816925)  --> STEP: 25 | > loss_disc: 2.504446506500244 (2.424429426193237) | > loss_disc_real_0: 0.16046077013015747 (0.1283409598469734) | > loss_disc_real_1: 0.16278420388698578 (0.2120700067281723) | > loss_disc_real_2: 0.25630173087120056 (0.1820069420337677) | > loss_disc_real_3: 0.1827467530965805 (0.2513725084066391) | > loss_disc_real_4: 0.2111198902130127 (0.2547630304098129) | > loss_disc_real_5: 0.26343464851379395 (0.25015684127807614) | > loss_0: 2.504446506500244 (2.424429426193237) | > loss_gen: 2.199199676513672 (2.3801749134063725) | > loss_kl: 2.8599486351013184 (2.741727046966553) | > loss_feat: 7.111989974975586 (6.896609325408935) | > loss_mel: 15.974167823791504 (17.658263931274416) | > loss_duration: 2.3699169158935547 (2.3170054244995115) | > loss_1: 30.515222549438477 (31.993780212402335)  --> STEP: 26 | > loss_disc: 2.419065475463867 (2.4242231203959537) | > loss_disc_real_0: 0.11476904153823853 (0.12781896298894516) | > loss_disc_real_1: 0.2629457712173462 (0.21402676690083283) | > loss_disc_real_2: 0.09303220361471176 (0.17858483670995787) | > loss_disc_real_3: 0.110763780772686 (0.24596448042071783) | > loss_disc_real_4: 0.13331712782382965 (0.2500920341565058) | > loss_disc_real_5: 0.12589044868946075 (0.24537736464005247) | > loss_0: 2.419065475463867 (2.4242231203959537) | > loss_gen: 2.238717555999756 (2.3747342458138103) | > loss_kl: 2.3234128952026367 (2.725638041129479) | > loss_feat: 12.700665473937988 (7.119842254198515) | > loss_mel: 20.4714298248291 (17.76646261948806) | > loss_duration: 2.304758310317993 (2.316534381646376) | > loss_1: 40.03898239135742 (32.30321106543907) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023910174003014197 (-2.3199961735652277e-05) | > avg_loss_disc: 2.4242231203959537 (-0.049789126102741665) | > avg_loss_disc_real_0: 0.12781896298894516 (-0.02384529864558807) | > avg_loss_disc_real_1: 0.21402676690083283 (-0.003115389782648831) | > avg_loss_disc_real_2: 0.17858483670995787 (-0.07911575556947628) | > avg_loss_disc_real_3: 0.24596448042071783 (-0.01485122998173416) | > avg_loss_disc_real_4: 0.2500920341565058 (+0.0023674930517489645) | > avg_loss_disc_real_5: 0.24537736464005247 (-0.020513025613931563) | > avg_loss_0: 2.4242231203959537 (-0.049789126102741665) | > avg_loss_gen: 2.3747342458138103 (-0.13073850595033987) | > avg_loss_kl: 2.725638041129479 (+0.10968217482933618) | > avg_loss_feat: 7.119842254198515 (+0.0038497264568624345) | > avg_loss_mel: 17.76646261948806 (-0.31015088007999836) | > avg_loss_duration: 2.316534381646376 (-0.009700151590200878) | > avg_loss_1: 32.30321106543907 (-0.33705806732178445)  > EPOCH: 538/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:51:44)   --> TIME: 2024-06-11 14:51:48 -- STEP: 9/330 -- GLOBAL_STEP: 265550 | > loss_disc: 2.304863929748535 (2.344783624013265) | > loss_disc_real_0: 0.09207053482532501 (0.10811835030714671) | > loss_disc_real_1: 0.15824374556541443 (0.20354998773998684) | > loss_disc_real_2: 0.22463810443878174 (0.20749830537372166) | > loss_disc_real_3: 0.27335086464881897 (0.2297051813867357) | > loss_disc_real_4: 0.22438548505306244 (0.24251806735992432) | > loss_disc_real_5: 0.21681958436965942 (0.23819874227046967) | > loss_0: 2.304863929748535 (2.344783624013265) | > grad_norm_0: tensor(8.4637, device='cuda:0') (tensor(8.8760, device='cuda:0')) | > loss_gen: 2.362596273422241 (2.482285843955146) | > loss_kl: 1.817487359046936 (1.8613092237048678) | > loss_feat: 6.359578609466553 (6.965758482615153) | > loss_mel: 17.99999237060547 (18.179696824815537) | > loss_duration: 2.069782257080078 (2.1351628833346896) | > loss_1: 30.609437942504883 (31.624213960435654) | > grad_norm_1: tensor(74.4484, device='cuda:0') (tensor(74.9370, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3538 (0.3658887545267741) | > loader_time: 0.0034 (0.003287421332465278)  --> TIME: 2024-06-11 14:51:57 -- STEP: 34/330 -- GLOBAL_STEP: 265575 | > loss_disc: 2.4041926860809326 (2.335686108645271) | > loss_disc_real_0: 0.10847822576761246 (0.10674136833232992) | > loss_disc_real_1: 0.18032844364643097 (0.19943394774899764) | > loss_disc_real_2: 0.19864249229431152 (0.20640687775962493) | > loss_disc_real_3: 0.24667377769947052 (0.22957039668279536) | > loss_disc_real_4: 0.23342649638652802 (0.2335746218176449) | > loss_disc_real_5: 0.2362062931060791 (0.22419537735335968) | > loss_0: 2.4041926860809326 (2.335686108645271) | > grad_norm_0: tensor(6.9087, device='cuda:0') (tensor(8.4486, device='cuda:0')) | > loss_gen: 2.461688756942749 (2.493976214352776) | > loss_kl: 2.1442835330963135 (1.8760891907355364) | > loss_feat: 7.467769145965576 (6.996636643129237) | > loss_mel: 17.731489181518555 (17.897848465863404) | > loss_duration: 2.052497386932373 (2.0460871317807365) | > loss_1: 31.857728958129883 (31.310637810650995) | > grad_norm_1: tensor(51.5020, device='cuda:0') (tensor(72.8713, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.354 (0.35960670078501983) | > loader_time: 0.0032 (0.003301115596995634)  --> TIME: 2024-06-11 14:52:06 -- STEP: 59/330 -- GLOBAL_STEP: 265600 | > loss_disc: 2.3901774883270264 (2.338630720720453) | > loss_disc_real_0: 0.12948077917099 (0.10827828602770627) | > loss_disc_real_1: 0.19707396626472473 (0.19948102508561086) | > loss_disc_real_2: 0.21250979602336884 (0.21146108210086823) | > loss_disc_real_3: 0.23172251880168915 (0.2278144101975328) | > loss_disc_real_4: 0.21561503410339355 (0.23099506305435957) | > loss_disc_real_5: 0.24218176305294037 (0.22184740638328812) | > loss_0: 2.3901774883270264 (2.338630720720453) | > grad_norm_0: tensor(7.5047, device='cuda:0') (tensor(8.4431, device='cuda:0')) | > loss_gen: 2.4925832748413086 (2.4922761634244757) | > loss_kl: 1.8556292057037354 (1.8959528167369002) | > loss_feat: 7.0067830085754395 (7.064424498606536) | > loss_mel: 17.65016746520996 (17.88877765202927) | > loss_duration: 1.952881097793579 (2.021196751271265) | > loss_1: 30.958045959472656 (31.36262793460135) | > grad_norm_1: tensor(56.1640, device='cuda:0') (tensor(75.0761, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3592 (0.3607503600039725) | > loader_time: 0.0033 (0.00339653128284519)  --> TIME: 2024-06-11 14:52:16 -- STEP: 84/330 -- GLOBAL_STEP: 265625 | > loss_disc: 2.363455295562744 (2.3382182632173816) | > loss_disc_real_0: 0.10637345910072327 (0.10878124469447703) | > loss_disc_real_1: 0.18325668573379517 (0.19806490395040738) | > loss_disc_real_2: 0.21080060303211212 (0.21135629873190606) | > loss_disc_real_3: 0.2574572265148163 (0.22834911268381847) | > loss_disc_real_4: 0.2862810790538788 (0.23216021859220096) | > loss_disc_real_5: 0.25257086753845215 (0.2222884769241015) | > loss_0: 2.363455295562744 (2.3382182632173816) | > grad_norm_0: tensor(6.8907, device='cuda:0') (tensor(8.8411, device='cuda:0')) | > loss_gen: 2.5031802654266357 (2.4906417103040788) | > loss_kl: 1.7588691711425781 (1.912493000427882) | > loss_feat: 6.598241806030273 (7.058824556214469) | > loss_mel: 17.297300338745117 (17.81757799784343) | > loss_duration: 2.0830302238464355 (2.012890546094804) | > loss_1: 30.24062156677246 (31.292427789597284) | > grad_norm_1: tensor(53.2534, device='cuda:0') (tensor(85.8192, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3613 (0.3634206822940282) | > loader_time: 0.0038 (0.0035326906612941195)  --> TIME: 2024-06-11 14:52:26 -- STEP: 109/330 -- GLOBAL_STEP: 265650 | > loss_disc: 2.448685884475708 (2.3470312017913257) | > loss_disc_real_0: 0.12968386709690094 (0.11087769126399942) | > loss_disc_real_1: 0.20859716832637787 (0.19786053144056862) | > loss_disc_real_2: 0.25514793395996094 (0.2119992007629587) | > loss_disc_real_3: 0.2416420429944992 (0.22920735344427443) | > loss_disc_real_4: 0.26597654819488525 (0.231755885509176) | > loss_disc_real_5: 0.24086850881576538 (0.22253080204539344) | > loss_0: 2.448685884475708 (2.3470312017913257) | > grad_norm_0: tensor(8.1641, device='cuda:0') (tensor(9.3896, device='cuda:0')) | > loss_gen: 2.4038078784942627 (2.485460690402111) | > loss_kl: 1.9997762441635132 (1.925453576472921) | > loss_feat: 6.228034019470215 (7.033637248047995) | > loss_mel: 17.88760757446289 (17.80573272705079) | > loss_duration: 1.9746387004852295 (2.0132382364448063) | > loss_1: 30.493864059448242 (31.26352245435802) | > grad_norm_1: tensor(91.3081, device='cuda:0') (tensor(99.8841, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3981 (0.3676978360622301) | > loader_time: 0.0042 (0.003654987440196746)  --> TIME: 2024-06-11 14:52:35 -- STEP: 134/330 -- GLOBAL_STEP: 265675 | > loss_disc: 2.2756173610687256 (2.345418848208527) | > loss_disc_real_0: 0.11184444278478622 (0.11124902035095799) | > loss_disc_real_1: 0.19417500495910645 (0.19729991279431244) | > loss_disc_real_2: 0.19177208840847015 (0.21217152120462104) | > loss_disc_real_3: 0.2073567807674408 (0.22883600919549144) | > loss_disc_real_4: 0.2200523167848587 (0.23124973653857386) | > loss_disc_real_5: 0.19698163866996765 (0.22238139441209054) | > loss_0: 2.2756173610687256 (2.345418848208527) | > grad_norm_0: tensor(20.4302, device='cuda:0') (tensor(10.1320, device='cuda:0')) | > loss_gen: 2.4921348094940186 (2.483823148172294) | > loss_kl: 1.868667721748352 (1.9306511532014876) | > loss_feat: 7.13517951965332 (7.0635396402273605) | > loss_mel: 17.19523811340332 (17.821049889521817) | > loss_duration: 2.0422117710113525 (2.0162856925779313) | > loss_1: 30.733430862426758 (31.31534946498586) | > grad_norm_1: tensor(283.5123, device='cuda:0') (tensor(120.3904, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3823 (0.36959932633300324) | > loader_time: 0.0044 (0.0037794024197023305)  --> TIME: 2024-06-11 14:52:45 -- STEP: 159/330 -- GLOBAL_STEP: 265700 | > loss_disc: 2.2216262817382812 (2.3514107218328504) | > loss_disc_real_0: 0.1286679059267044 (0.11326144748138932) | > loss_disc_real_1: 0.19393493235111237 (0.19712936428357972) | > loss_disc_real_2: 0.2228938788175583 (0.21241585938435675) | > loss_disc_real_3: 0.23292528092861176 (0.22996093257793085) | > loss_disc_real_4: 0.17164182662963867 (0.2306562140115402) | > loss_disc_real_5: 0.1647266447544098 (0.22232606416603304) | > loss_0: 2.2216262817382812 (2.3514107218328504) | > grad_norm_0: tensor(12.5728, device='cuda:0') (tensor(12.7081, device='cuda:0')) | > loss_gen: 2.842867612838745 (2.490506801965102) | > loss_kl: 2.037815809249878 (1.9398050068309471) | > loss_feat: 7.8554205894470215 (7.062324982769084) | > loss_mel: 17.895090103149414 (17.78878286349698) | > loss_duration: 2.0252935886383057 (2.0190875132878623) | > loss_1: 32.65648651123047 (31.3005070476412) | > grad_norm_1: tensor(559.3061, device='cuda:0') (tensor(148.2834, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3696 (0.3722228853957459) | > loader_time: 0.0043 (0.0038927006271650207)  --> TIME: 2024-06-11 14:52:55 -- STEP: 184/330 -- GLOBAL_STEP: 265725 | > loss_disc: 2.570590019226074 (2.358910464722177) | > loss_disc_real_0: 0.23935329914093018 (0.11605668557888787) | > loss_disc_real_1: 0.18450860679149628 (0.19753091555574667) | > loss_disc_real_2: 0.259267657995224 (0.21271671921662658) | > loss_disc_real_3: 0.24231082201004028 (0.22978556901216504) | > loss_disc_real_4: 0.2567896842956543 (0.23041644271301187) | > loss_disc_real_5: 0.21595343947410583 (0.2223602330069179) | > loss_0: 2.570590019226074 (2.358910464722177) | > grad_norm_0: tensor(30.0677, device='cuda:0') (tensor(16.6357, device='cuda:0')) | > loss_gen: 2.2867932319641113 (2.4952688385610995) | > loss_kl: 2.010698080062866 (1.9472253147674643) | > loss_feat: 6.96090841293335 (7.047489098880602) | > loss_mel: 17.39852523803711 (17.75656604766846) | > loss_duration: 2.0639772415161133 (2.024844581018325) | > loss_1: 30.720901489257812 (31.271393827770066) | > grad_norm_1: tensor(199.5356, device='cuda:0') (tensor(184.8203, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.4022 (0.37443152977072675) | > loader_time: 0.0047 (0.004002643668133281)  --> TIME: 2024-06-11 14:53:05 -- STEP: 209/330 -- GLOBAL_STEP: 265750 | > loss_disc: 2.2843191623687744 (2.357209729235708) | > loss_disc_real_0: 0.06555420160293579 (0.11676213669292095) | > loss_disc_real_1: 0.1915474683046341 (0.1972067982100984) | > loss_disc_real_2: 0.19146785140037537 (0.21219769277070694) | > loss_disc_real_3: 0.22592894732952118 (0.22964466074437043) | > loss_disc_real_4: 0.1786842942237854 (0.22985298332700319) | > loss_disc_real_5: 0.1938951015472412 (0.22165258898974605) | > loss_0: 2.2843191623687744 (2.357209729235708) | > grad_norm_0: tensor(38.3964, device='cuda:0') (tensor(19.8170, device='cuda:0')) | > loss_gen: 2.565840244293213 (2.50080224885895) | > loss_kl: 2.0344417095184326 (1.9534870614275408) | > loss_feat: 7.038324356079102 (7.069051092321223) | > loss_mel: 17.129941940307617 (17.713861036528815) | > loss_duration: 2.1234354972839355 (2.032406320412195) | > loss_1: 30.891984939575195 (31.269607699088503) | > grad_norm_1: tensor(517.5740, device='cuda:0') (tensor(210.5843, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.3964 (0.37679837423078183) | > loader_time: 0.005 (0.004110589552153813)  --> TIME: 2024-06-11 14:53:16 -- STEP: 234/330 -- GLOBAL_STEP: 265775 | > loss_disc: 2.2678298950195312 (2.3601656245370193) | > loss_disc_real_0: 0.07866129279136658 (0.11873203949031667) | > loss_disc_real_1: 0.22202782332897186 (0.19725769331567308) | > loss_disc_real_2: 0.22153420746326447 (0.21208961588195244) | > loss_disc_real_3: 0.24145939946174622 (0.23023146951300463) | > loss_disc_real_4: 0.22122004628181458 (0.22973893410884416) | > loss_disc_real_5: 0.199148029088974 (0.22172417835547373) | > loss_0: 2.2678298950195312 (2.3601656245370193) | > grad_norm_0: tensor(43.6162, device='cuda:0') (tensor(22.8602, device='cuda:0')) | > loss_gen: 2.380838632583618 (2.499598253486504) | > loss_kl: 1.9368939399719238 (1.9586791824071834) | > loss_feat: 7.193129062652588 (7.059314110340217) | > loss_mel: 17.565589904785156 (17.676639108576325) | > loss_duration: 2.105440378189087 (2.0404660421558938) | > loss_1: 31.18189239501953 (31.23469659202119) | > grad_norm_1: tensor(422.8781, device='cuda:0') (tensor(227.6182, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.4247 (0.3802215910365439) | > loader_time: 0.0051 (0.004224230081607136)  --> TIME: 2024-06-11 14:53:27 -- STEP: 259/330 -- GLOBAL_STEP: 265800 | > loss_disc: 2.3908984661102295 (2.36188353350724) | > loss_disc_real_0: 0.15452143549919128 (0.11957744766443852) | > loss_disc_real_1: 0.20761920511722565 (0.1974952258888819) | > loss_disc_real_2: 0.2024461030960083 (0.21231131606580667) | > loss_disc_real_3: 0.22875447571277618 (0.2300852939313903) | > loss_disc_real_4: 0.203765407204628 (0.22941258060656) | > loss_disc_real_5: 0.21731466054916382 (0.2215336001402623) | > loss_0: 2.3908984661102295 (2.36188353350724) | > grad_norm_0: tensor(16.3070, device='cuda:0') (tensor(23.8947, device='cuda:0')) | > loss_gen: 2.502411127090454 (2.4985526169589134) | > loss_kl: 2.036190986633301 (1.9629669912073142) | > loss_feat: 7.669932842254639 (7.061146995735905) | > loss_mel: 17.97210121154785 (17.632755920233414) | > loss_duration: 2.1311044692993164 (2.048094311736265) | > loss_1: 32.31174087524414 (31.20351676499061) | > grad_norm_1: tensor(47.7879, device='cuda:0') (tensor(235.6661, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.431 (0.3850908794918576) | > loader_time: 0.0055 (0.004373411414245844)  --> TIME: 2024-06-11 14:53:38 -- STEP: 284/330 -- GLOBAL_STEP: 265825 | > loss_disc: 2.446244239807129 (2.3630879991491067) | > loss_disc_real_0: 0.09483680129051208 (0.11956665464217814) | > loss_disc_real_1: 0.1972646564245224 (0.19799970085142363) | > loss_disc_real_2: 0.2132100611925125 (0.21271157448350542) | > loss_disc_real_3: 0.24760666489601135 (0.22983467500184618) | > loss_disc_real_4: 0.2479896992444992 (0.22977977713019077) | > loss_disc_real_5: 0.23834644258022308 (0.22164782267850888) | > loss_0: 2.446244239807129 (2.3630879991491067) | > grad_norm_0: tensor(9.1482, device='cuda:0') (tensor(23.0115, device='cuda:0')) | > loss_gen: 2.481557846069336 (2.491923434633605) | > loss_kl: 2.0387673377990723 (1.968190999517978) | > loss_feat: 7.07025146484375 (7.064271236809208) | > loss_mel: 17.55779457092285 (17.60260532271694) | > loss_duration: 2.163708448410034 (2.057712452932143) | > loss_1: 31.31207847595215 (31.18470337021519) | > grad_norm_1: tensor(85.1789, device='cuda:0') (tensor(228.1983, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.446 (0.3902813758648617) | > loader_time: 0.0064 (0.004534094266488522)  --> TIME: 2024-06-11 14:53:50 -- STEP: 309/330 -- GLOBAL_STEP: 265850 | > loss_disc: 2.4912075996398926 (2.366620138625111) | > loss_disc_real_0: 0.13539662957191467 (0.12069171135431354) | > loss_disc_real_1: 0.2028159648180008 (0.19880400443732937) | > loss_disc_real_2: 0.19303715229034424 (0.21278031898547917) | > loss_disc_real_3: 0.24150149524211884 (0.22980902057056668) | > loss_disc_real_4: 0.25401750206947327 (0.22981706044627626) | > loss_disc_real_5: 0.26488831639289856 (0.2219387532534337) | > loss_0: 2.4912075996398926 (2.366620138625111) | > grad_norm_0: tensor(6.5915, device='cuda:0') (tensor(22.1748, device='cuda:0')) | > loss_gen: 2.2557666301727295 (2.4850529829661054) | > loss_kl: 1.9607661962509155 (1.974298736424122) | > loss_feat: 6.437586784362793 (7.06738896663135) | > loss_mel: 16.20240592956543 (17.554837646607826) | > loss_duration: 2.245377540588379 (2.069343936867699) | > loss_1: 29.10190200805664 (31.150922188866872) | > grad_norm_1: tensor(91.2833, device='cuda:0') (tensor(219.8205, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.5053 (0.39788538275413143) | > loader_time: 0.0086 (0.004756012394976078)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2532989978790283 (2.2532989978790283) | > loss_disc_real_0: 0.08037912845611572 (0.08037912845611572) | > loss_disc_real_1: 0.1322859823703766 (0.1322859823703766) | > loss_disc_real_2: 0.29188796877861023 (0.29188796877861023) | > loss_disc_real_3: 0.23213617503643036 (0.23213617503643036) | > loss_disc_real_4: 0.24718166887760162 (0.24718166887760162) | > loss_disc_real_5: 0.22530291974544525 (0.22530291974544525) | > loss_0: 2.2532989978790283 (2.2532989978790283) | > loss_gen: 2.626281976699829 (2.626281976699829) | > loss_kl: 2.328244924545288 (2.328244924545288) | > loss_feat: 8.677204132080078 (8.677204132080078) | > loss_mel: 17.64097023010254 (17.64097023010254) | > loss_duration: 3.0746874809265137 (3.0746874809265137) | > loss_1: 34.347389221191406 (34.347389221191406)  --> STEP: 1 | > loss_disc: 2.490569829940796 (2.490569829940796) | > loss_disc_real_0: 0.11906009167432785 (0.11906009167432785) | > loss_disc_real_1: 0.11872650682926178 (0.11872650682926178) | > loss_disc_real_2: 0.182456374168396 (0.182456374168396) | > loss_disc_real_3: 0.2167081981897354 (0.2167081981897354) | > loss_disc_real_4: 0.25558462738990784 (0.25558462738990784) | > loss_disc_real_5: 0.2637335956096649 (0.2637335956096649) | > loss_0: 2.490569829940796 (2.490569829940796) | > loss_gen: 2.06396222114563 (2.06396222114563) | > loss_kl: 3.1944239139556885 (3.1944239139556885) | > loss_feat: 6.059645652770996 (6.059645652770996) | > loss_mel: 17.778366088867188 (17.778366088867188) | > loss_duration: 2.363903045654297 (2.363903045654297) | > loss_1: 31.460302352905273 (31.460302352905273)  --> STEP: 2 | > loss_disc: 2.4151382446289062 (2.452854037284851) | > loss_disc_real_0: 0.0739414244890213 (0.09650075808167458) | > loss_disc_real_1: 0.23079606890678406 (0.17476128786802292) | > loss_disc_real_2: 0.298342227935791 (0.2403993010520935) | > loss_disc_real_3: 0.22303038835525513 (0.21986929327249527) | > loss_disc_real_4: 0.22898778319358826 (0.24228620529174805) | > loss_disc_real_5: 0.22341178357601166 (0.2435726895928383) | > loss_0: 2.4151382446289062 (2.452854037284851) | > loss_gen: 2.4313066005706787 (2.2476344108581543) | > loss_kl: 2.3251149654388428 (2.7597694396972656) | > loss_feat: 6.597410678863525 (6.328528165817261) | > loss_mel: 18.232765197753906 (18.005565643310547) | > loss_duration: 2.5444087982177734 (2.454155921936035) | > loss_1: 32.131004333496094 (31.795653343200684)  --> STEP: 3 | > loss_disc: 2.3697988986968994 (2.425168991088867) | > loss_disc_real_0: 0.12984010577201843 (0.10761387397845586) | > loss_disc_real_1: 0.3117838501930237 (0.22043547530968985) | > loss_disc_real_2: 0.2643166780471802 (0.24837176005045572) | > loss_disc_real_3: 0.21673624217510223 (0.2188249429066976) | > loss_disc_real_4: 0.20358644425868988 (0.22938628494739532) | > loss_disc_real_5: 0.21189841628074646 (0.23301459848880768) | > loss_0: 2.3697988986968994 (2.425168991088867) | > loss_gen: 2.5982415676116943 (2.3645034631093345) | > loss_kl: 2.927489757537842 (2.815676212310791) | > loss_feat: 6.8022074699401855 (6.486421267191569) | > loss_mel: 13.487293243408203 (16.499474843343098) | > loss_duration: 2.3575515747070312 (2.4219544728597007) | > loss_1: 28.17278480529785 (30.588030497233074)  --> STEP: 4 | > loss_disc: 2.512275218963623 (2.446945548057556) | > loss_disc_real_0: 0.15457800030708313 (0.11935490556061268) | > loss_disc_real_1: 0.21002620458602905 (0.21783315762877464) | > loss_disc_real_2: 0.3117676377296448 (0.264220729470253) | > loss_disc_real_3: 0.26766735315322876 (0.23103554546833038) | > loss_disc_real_4: 0.27737167477607727 (0.2413826324045658) | > loss_disc_real_5: 0.22992555797100067 (0.23224233835935593) | > loss_0: 2.512275218963623 (2.446945548057556) | > loss_gen: 2.4487574100494385 (2.3855669498443604) | > loss_kl: 2.957751512527466 (2.8511950373649597) | > loss_feat: 6.018585205078125 (6.369462251663208) | > loss_mel: 17.497426986694336 (16.748962879180908) | > loss_duration: 2.4330081939697266 (2.424717903137207) | > loss_1: 31.355527877807617 (30.77990484237671)  --> STEP: 5 | > loss_disc: 2.5998146533966064 (2.4775193691253663) | > loss_disc_real_0: 0.15836022794246674 (0.12715597003698348) | > loss_disc_real_1: 0.33504706621170044 (0.2412759393453598) | > loss_disc_real_2: 0.32034799456596375 (0.2754461824893951) | > loss_disc_real_3: 0.24825234711170197 (0.2344789057970047) | > loss_disc_real_4: 0.25451627373695374 (0.2440093606710434) | > loss_disc_real_5: 0.22200919687747955 (0.23019571006298065) | > loss_0: 2.5998146533966064 (2.4775193691253663) | > loss_gen: 2.4139292240142822 (2.3912394046783447) | > loss_kl: 2.45949125289917 (2.772854280471802) | > loss_feat: 5.489150047302246 (6.193399810791016) | > loss_mel: 19.270605087280273 (17.25329132080078) | > loss_duration: 2.343568801879883 (2.408488082885742) | > loss_1: 31.976743698120117 (31.01927261352539)  --> STEP: 6 | > loss_disc: 2.5454201698303223 (2.488836169242859) | > loss_disc_real_0: 0.1763341873884201 (0.13535233959555626) | > loss_disc_real_1: 0.2603415846824646 (0.24445354690154394) | > loss_disc_real_2: 0.29404813051223755 (0.2785465071598689) | > loss_disc_real_3: 0.2586754262447357 (0.23851165920495987) | > loss_disc_real_4: 0.22266261279582977 (0.24045156935850778) | > loss_disc_real_5: 0.25744011998176575 (0.23473644504944483) | > loss_0: 2.5454201698303223 (2.488836169242859) | > loss_gen: 2.437908887863159 (2.399017651875814) | > loss_kl: 2.407808542251587 (2.712013324101766) | > loss_feat: 5.292068958282471 (6.043178002039592) | > loss_mel: 19.073270797729492 (17.556621233622234) | > loss_duration: 2.206362009048462 (2.3748004039128623) | > loss_1: 31.417417526245117 (31.08563009897868)  --> STEP: 7 | > loss_disc: 2.396928310394287 (2.475706475121634) | > loss_disc_real_0: 0.11593681573867798 (0.13257869333028793) | > loss_disc_real_1: 0.18170151114463806 (0.2354889703648431) | > loss_disc_real_2: 0.23261037468910217 (0.27198420252118793) | > loss_disc_real_3: 0.23760581016540527 (0.23838225219930922) | > loss_disc_real_4: 0.26562362909317017 (0.244047577892031) | > loss_disc_real_5: 0.2941450774669647 (0.24322339253766195) | > loss_0: 2.396928310394287 (2.475706475121634) | > loss_gen: 2.304206609725952 (2.3854732172829762) | > loss_kl: 3.905775785446167 (2.8825508185795377) | > loss_feat: 5.781290054321289 (6.005765438079834) | > loss_mel: 18.015424728393555 (17.622164590018137) | > loss_duration: 2.5748801231384277 (2.4033832209450856) | > loss_1: 32.58157730102539 (31.29933684212821)  --> STEP: 8 | > loss_disc: 2.3744029998779297 (2.4630435407161713) | > loss_disc_real_0: 0.16038745641708374 (0.1360547887161374) | > loss_disc_real_1: 0.17618854343891144 (0.22807641699910164) | > loss_disc_real_2: 0.25473156571388245 (0.26982762292027473) | > loss_disc_real_3: 0.24563097953796387 (0.23928834311664104) | > loss_disc_real_4: 0.19074124097824097 (0.23738428577780724) | > loss_disc_real_5: 0.14196476340293884 (0.23056606389582157) | > loss_0: 2.3744029998779297 (2.4630435407161713) | > loss_gen: 2.4142704010009766 (2.3890728652477264) | > loss_kl: 2.589050531387329 (2.8458632826805115) | > loss_feat: 11.763447761535645 (6.72547572851181) | > loss_mel: 20.222900390625 (17.947256565093994) | > loss_duration: 2.2621216773986816 (2.3857255280017853) | > loss_1: 39.251792907714844 (32.29339385032654)  --> STEP: 9 | > loss_disc: 2.3269171714782715 (2.4479183885786266) | > loss_disc_real_0: 0.07967174053192139 (0.12979000558455786) | > loss_disc_real_1: 0.1311599612236023 (0.21730792191293505) | > loss_disc_real_2: 0.23737682402133942 (0.2662219785981708) | > loss_disc_real_3: 0.24695268273353577 (0.24013993640740713) | > loss_disc_real_4: 0.23040805757045746 (0.23660914931032392) | > loss_disc_real_5: 0.24438098073005676 (0.23210105465518105) | > loss_0: 2.3269171714782715 (2.4479183885786266) | > loss_gen: 2.418947219848633 (2.3923922379811606) | > loss_kl: 2.044764518737793 (2.756852308909098) | > loss_feat: 8.611991882324219 (6.935088634490967) | > loss_mel: 19.12675666809082 (18.078312132093643) | > loss_duration: 2.146787643432617 (2.3591768741607666) | > loss_1: 34.34925079345703 (32.52182239956326)  --> STEP: 10 | > loss_disc: 2.4166741371154785 (2.444793963432312) | > loss_disc_real_0: 0.1759732961654663 (0.1344083346426487) | > loss_disc_real_1: 0.21599526703357697 (0.21717665642499923) | > loss_disc_real_2: 0.25573208928108215 (0.26517298966646197) | > loss_disc_real_3: 0.2434873729944229 (0.2404746800661087) | > loss_disc_real_4: 0.20425759255886078 (0.2333739936351776) | > loss_disc_real_5: 0.1902153640985489 (0.22791248559951782) | > loss_0: 2.4166741371154785 (2.444793963432312) | > loss_gen: 2.393528938293457 (2.39250590801239) | > loss_kl: 2.2684619426727295 (2.7080132722854615) | > loss_feat: 6.5016937255859375 (6.891749143600464) | > loss_mel: 19.261587142944336 (18.196639633178712) | > loss_duration: 2.347533702850342 (2.358012557029724) | > loss_1: 32.772804260253906 (32.54692058563232)  --> STEP: 11 | > loss_disc: 2.5988998413085938 (2.458803588693792) | > loss_disc_real_0: 0.24369671940803528 (0.14434364234859293) | > loss_disc_real_1: 0.30078423023223877 (0.2247773449529301) | > loss_disc_real_2: 0.33223435282707214 (0.2712694772265174) | > loss_disc_real_3: 0.21394407749176025 (0.2380628071048043) | > loss_disc_real_4: 0.21685828268527985 (0.2318725653670051) | > loss_disc_real_5: 0.19973047077655792 (0.225350484251976) | > loss_0: 2.5988998413085938 (2.458803588693792) | > loss_gen: 2.482710123062134 (2.4007062911987305) | > loss_kl: 3.6076650619506836 (2.7897997986186636) | > loss_feat: 6.480997562408447 (6.854408090764826) | > loss_mel: 13.913175582885742 (17.807233810424805) | > loss_duration: 2.5109596252441406 (2.3719168359583076) | > loss_1: 28.995508193969727 (32.224064913663)  --> STEP: 12 | > loss_disc: 2.4671099185943604 (2.459495782852173) | > loss_disc_real_0: 0.195786714553833 (0.14863056503236294) | > loss_disc_real_1: 0.27497443556785583 (0.22896043583750725) | > loss_disc_real_2: 0.28261950612068176 (0.2722153129676978) | > loss_disc_real_3: 0.20128075778484344 (0.23499763632814089) | > loss_disc_real_4: 0.2722557783126831 (0.23523783311247826) | > loss_disc_real_5: 0.2319766879081726 (0.2259026678899924) | > loss_0: 2.4671099185943604 (2.459495782852173) | > loss_gen: 2.5568783283233643 (2.4137206276257834) | > loss_kl: 2.7167820930480957 (2.783714989821116) | > loss_feat: 6.485987663269043 (6.823706388473511) | > loss_mel: 17.804201126098633 (17.806981086730957) | > loss_duration: 2.277195930480957 (2.364023427168528) | > loss_1: 31.841045379638672 (32.19214661916097)  --> STEP: 13 | > loss_disc: 2.5871481895446777 (2.4693151987515964) | > loss_disc_real_0: 0.17501667141914368 (0.15066026552365377) | > loss_disc_real_1: 0.2469804584980011 (0.230346591426776) | > loss_disc_real_2: 0.3070661425590515 (0.2748961460131865) | > loss_disc_real_3: 0.24784009158611298 (0.23598551750183105) | > loss_disc_real_4: 0.23803828656673431 (0.2354532526089595) | > loss_disc_real_5: 0.21294771134853363 (0.22490613277141863) | > loss_0: 2.5871481895446777 (2.4693151987515964) | > loss_gen: 2.3124780654907227 (2.4059327382307787) | > loss_kl: 3.136997699737549 (2.810890582891611) | > loss_feat: 3.969759941101074 (6.604172046367939) | > loss_mel: 14.001296043395996 (17.5142360833975) | > loss_duration: 2.320141315460205 (2.360647880114042) | > loss_1: 25.740673065185547 (31.69587942270132)  --> STEP: 14 | > loss_disc: 2.240260124206543 (2.452954121998378) | > loss_disc_real_0: 0.10216076672077179 (0.1471960156091622) | > loss_disc_real_1: 0.21064622700214386 (0.22893942253930227) | > loss_disc_real_2: 0.22511135041713715 (0.27134008918489727) | > loss_disc_real_3: 0.21890927851200104 (0.23476578614541463) | > loss_disc_real_4: 0.17513985931873322 (0.23114515308822906) | > loss_disc_real_5: 0.1445649117231369 (0.2191674741251128) | > loss_0: 2.240260124206543 (2.452954121998378) | > loss_gen: 2.4371769428253174 (2.4081644671303883) | > loss_kl: 3.4592244625091553 (2.8572001457214355) | > loss_feat: 7.25595760345459 (6.650728157588413) | > loss_mel: 19.21961212158203 (17.636048657553538) | > loss_duration: 2.3985798358917236 (2.3633573055267334) | > loss_1: 34.77054977416992 (31.915498733520508)  --> STEP: 15 | > loss_disc: 2.6618566513061523 (2.466880957285563) | > loss_disc_real_0: 0.1921355277299881 (0.15019198308388393) | > loss_disc_real_1: 0.2260316163301468 (0.22874556879202526) | > loss_disc_real_2: 0.33075621724128723 (0.2753011643886566) | > loss_disc_real_3: 0.22107991576194763 (0.23385339478651682) | > loss_disc_real_4: 0.19955261051654816 (0.22903898358345032) | > loss_disc_real_5: 0.18634174764156342 (0.21697909235954285) | > loss_0: 2.6618566513061523 (2.466880957285563) | > loss_gen: 2.2907912731170654 (2.4003395875295004) | > loss_kl: 3.3672304153442383 (2.8912021636962892) | > loss_feat: 7.4742302894592285 (6.705628299713135) | > loss_mel: 18.48367691040039 (17.692557207743327) | > loss_duration: 2.32940673828125 (2.3610939343770343) | > loss_1: 33.945335388183594 (32.050821177164714)  --> STEP: 16 | > loss_disc: 2.416046619415283 (2.4637038111686707) | > loss_disc_real_0: 0.17052090167999268 (0.15146254049614072) | > loss_disc_real_1: 0.2573528587818146 (0.23053352441638708) | > loss_disc_real_2: 0.2932535409927368 (0.27642318792641163) | > loss_disc_real_3: 0.20979739725589752 (0.23234989494085312) | > loss_disc_real_4: 0.21358807384967804 (0.22807330172508955) | > loss_disc_real_5: 0.21746166050434113 (0.21700925286859274) | > loss_0: 2.416046619415283 (2.4637038111686707) | > loss_gen: 2.6846847534179688 (2.4181111603975296) | > loss_kl: 2.863316297531128 (2.8894592970609665) | > loss_feat: 6.753786087036133 (6.708638161420822) | > loss_mel: 15.851851463317871 (17.577513098716736) | > loss_duration: 2.3691773414611816 (2.3615991473197937) | > loss_1: 30.522815704345703 (31.955320835113525)  --> STEP: 17 | > loss_disc: 2.6688265800476074 (2.4757698563968433) | > loss_disc_real_0: 0.2017432153224945 (0.15442022725063212) | > loss_disc_real_1: 0.2424241155385971 (0.23123297095298767) | > loss_disc_real_2: 0.26695185899734497 (0.2758660509305842) | > loss_disc_real_3: 0.23483194410800934 (0.23249589783303878) | > loss_disc_real_4: 0.27675822377204895 (0.23093712066902833) | > loss_disc_real_5: 0.20684796571731567 (0.2164115300949882) | > loss_0: 2.6688265800476074 (2.4757698563968433) | > loss_gen: 2.2503111362457275 (2.4082405707415413) | > loss_kl: 2.477311611175537 (2.8652153155382942) | > loss_feat: 7.5453572273254395 (6.757856930003447) | > loss_mel: 17.671506881713867 (17.58304214477539) | > loss_duration: 2.4625892639160156 (2.367539742413689) | > loss_1: 32.407073974609375 (31.981894549201517)  --> STEP: 18 | > loss_disc: 2.411409854888916 (2.472194300757514) | > loss_disc_real_0: 0.11559037864208221 (0.15226301343904602) | > loss_disc_real_1: 0.13730990886688232 (0.22601502305931515) | > loss_disc_real_2: 0.23161934316158295 (0.273407900498973) | > loss_disc_real_3: 0.21922382712364197 (0.23175856057140562) | > loss_disc_real_4: 0.21113169193267822 (0.22983681907256445) | > loss_disc_real_5: 0.23380275070667267 (0.21737770901785958) | > loss_0: 2.411409854888916 (2.472194300757514) | > loss_gen: 2.2104861736297607 (2.3972542153464422) | > loss_kl: 2.682811737060547 (2.8550817834006414) | > loss_feat: 8.011981964111328 (6.82753054300944) | > loss_mel: 18.620380401611328 (17.64067204793294) | > loss_duration: 2.2875542640686035 (2.363096104727851) | > loss_1: 33.81321334838867 (32.08363448248969)  --> STEP: 19 | > loss_disc: 2.5643696784973145 (2.4770456364280298) | > loss_disc_real_0: 0.143052339553833 (0.15177824112929797) | > loss_disc_real_1: 0.26037144660949707 (0.22782325587774577) | > loss_disc_real_2: 0.2580493688583374 (0.27259955672841324) | > loss_disc_real_3: 0.17890651524066925 (0.22897687397505107) | > loss_disc_real_4: 0.23710410296916962 (0.23021930769870155) | > loss_disc_real_5: 0.21669255197048187 (0.21734164812062917) | > loss_0: 2.5643696784973145 (2.4770456364280298) | > loss_gen: 2.0947446823120117 (2.3813326609762093) | > loss_kl: 1.8239052295684814 (2.800809333198949) | > loss_feat: 5.113551139831543 (6.737321100736919) | > loss_mel: 17.821481704711914 (17.65018834565815) | > loss_duration: 2.3157901763916016 (2.360606319025943) | > loss_1: 29.16947364807129 (31.93025759646767)  --> STEP: 20 | > loss_disc: 2.445096492767334 (2.475448179244995) | > loss_disc_real_0: 0.23083749413490295 (0.15573120377957822) | > loss_disc_real_1: 0.1826954334974289 (0.22556686475872995) | > loss_disc_real_2: 0.32512861490249634 (0.2752260096371174) | > loss_disc_real_3: 0.21220159530639648 (0.22813811004161835) | > loss_disc_real_4: 0.21941021084785461 (0.22967885285615922) | > loss_disc_real_5: 0.2358943372964859 (0.218269282579422) | > loss_0: 2.445096492767334 (2.475448179244995) | > loss_gen: 2.5045130252838135 (2.3874916791915894) | > loss_kl: 2.200791835784912 (2.770808458328247) | > loss_feat: 5.685331344604492 (6.684721612930298) | > loss_mel: 20.38374137878418 (17.786865997314454) | > loss_duration: 2.331676959991455 (2.3591598510742187) | > loss_1: 33.106056213378906 (31.989047527313232)  --> STEP: 21 | > loss_disc: 2.3799548149108887 (2.4709008761814664) | > loss_disc_real_0: 0.10455312579870224 (0.15329415244715555) | > loss_disc_real_1: 0.22345928847789764 (0.2254665039834522) | > loss_disc_real_2: 0.3623189926147461 (0.279373294540814) | > loss_disc_real_3: 0.22083888947963715 (0.22779052811009542) | > loss_disc_real_4: 0.1920493096113205 (0.22788696984450021) | > loss_disc_real_5: 0.21031449735164642 (0.21789048328286126) | > loss_0: 2.3799548149108887 (2.4709008761814664) | > loss_gen: 2.470613956451416 (2.3914498828706288) | > loss_kl: 2.5024421215057373 (2.7580291089557467) | > loss_feat: 5.428655624389648 (6.624908946809315) | > loss_mel: 14.179216384887695 (17.615073158627464) | > loss_duration: 2.1370999813079834 (2.3485855715615407) | > loss_1: 26.718027114868164 (31.738046555292037)  --> STEP: 22 | > loss_disc: 2.3529746532440186 (2.4655405933206733) | > loss_disc_real_0: 0.10615646839141846 (0.15115153044462204) | > loss_disc_real_1: 0.19747714698314667 (0.22419426048343832) | > loss_disc_real_2: 0.24283763766288757 (0.2777125828645446) | > loss_disc_real_3: 0.2409943789243698 (0.2283907031471079) | > loss_disc_real_4: 0.25182658433914185 (0.2289751341397112) | > loss_disc_real_5: 0.16724953055381775 (0.21558862179517746) | > loss_0: 2.3529746532440186 (2.4655405933206733) | > loss_gen: 2.416966676712036 (2.3926097371361474) | > loss_kl: 2.1452581882476807 (2.7301758852871982) | > loss_feat: 7.435941696166992 (6.661774071780118) | > loss_mel: 18.54681396484375 (17.657425013455477) | > loss_duration: 2.240541458129883 (2.3436744754964653) | > loss_1: 32.7855224609375 (31.785659096457742)  --> STEP: 23 | > loss_disc: 2.34287166595459 (2.460207161696061) | > loss_disc_real_0: 0.24887138605117798 (0.15540021981882013) | > loss_disc_real_1: 0.2340904027223587 (0.2246245275373044) | > loss_disc_real_2: 0.22828549146652222 (0.27556357889071753) | > loss_disc_real_3: 0.19275082647800446 (0.2268411432919295) | > loss_disc_real_4: 0.20520079135894775 (0.2279414670622867) | > loss_disc_real_5: 0.2189553827047348 (0.21573500270428864) | > loss_0: 2.34287166595459 (2.460207161696061) | > loss_gen: 2.513068675994873 (2.3978470823039184) | > loss_kl: 2.3320887088775635 (2.7128677471824316) | > loss_feat: 5.32100772857666 (6.6034798829451855) | > loss_mel: 16.684619903564453 (17.61512913911239) | > loss_duration: 2.2711596488952637 (2.3405216569485874) | > loss_1: 29.121944427490234 (31.669845415198285)  --> STEP: 24 | > loss_disc: 2.5169498920440674 (2.4625714421272282) | > loss_disc_real_0: 0.22552615404129028 (0.15832213374475637) | > loss_disc_real_1: 0.21073441207408905 (0.2240457727263371) | > loss_disc_real_2: 0.22276075184345245 (0.2733634610970815) | > loss_disc_real_3: 0.22977720201015472 (0.22696347907185555) | > loss_disc_real_4: 0.2932431399822235 (0.2306623701006174) | > loss_disc_real_5: 0.2325315624475479 (0.21643485936025778) | > loss_0: 2.5169498920440674 (2.4625714421272282) | > loss_gen: 2.4026122093200684 (2.3980456292629246) | > loss_kl: 2.2102913856506348 (2.69192706545194) | > loss_feat: 6.964200973510742 (6.618509928385417) | > loss_mel: 17.526384353637695 (17.61143143971761) | > loss_duration: 2.378106117248535 (2.342087676127752) | > loss_1: 31.48159408569336 (31.662001609802246)  --> STEP: 25 | > loss_disc: 2.589158058166504 (2.4676349067687995) | > loss_disc_real_0: 0.23136931657791138 (0.16124402105808258) | > loss_disc_real_1: 0.2228880077600479 (0.22399946212768554) | > loss_disc_real_2: 0.21839261054992676 (0.2711646270751953) | > loss_disc_real_3: 0.21035607159137726 (0.22629918277263641) | > loss_disc_real_4: 0.20477230846881866 (0.22962676763534545) | > loss_disc_real_5: 0.19656704366207123 (0.2156401467323303) | > loss_0: 2.589158058166504 (2.4676349067687995) | > loss_gen: 2.3633875846862793 (2.396659307479859) | > loss_kl: 2.839015245437622 (2.697810592651367) | > loss_feat: 5.6999640464782715 (6.5817680931091305) | > loss_mel: 16.29833221435547 (17.558907470703126) | > loss_duration: 2.4019434452056885 (2.344481906890869) | > loss_1: 29.602642059326172 (31.579627227783202)  --> STEP: 26 | > loss_disc: 3.0570831298828125 (2.4903059922731847) | > loss_disc_real_0: 0.36535677313804626 (0.16909451152269656) | > loss_disc_real_1: 0.21121728420257568 (0.2235078398997967) | > loss_disc_real_2: 0.19930872321128845 (0.26840093846504504) | > loss_disc_real_3: 0.1659189909696579 (0.2239768677032911) | > loss_disc_real_4: 0.5097777843475342 (0.2404018067396604) | > loss_disc_real_5: 0.22127209603786469 (0.21585676016715857) | > loss_0: 3.0570831298828125 (2.4903059922731847) | > loss_gen: 2.518073558807373 (2.401329086377071) | > loss_kl: 2.245648145675659 (2.6804197293061476) | > loss_feat: 10.961065292358398 (6.750202600772564) | > loss_mel: 19.99181365966797 (17.65248078566331) | > loss_duration: 2.3161849975585938 (2.343393564224243) | > loss_1: 38.03278732299805 (31.827825692983772) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023576387992272014 (-3.3378601074218316e-05) | > avg_loss_disc: 2.4903059922731847 (+0.06608287187723105) | > avg_loss_disc_real_0: 0.16909451152269656 (+0.0412755485337514) | > avg_loss_disc_real_1: 0.2235078398997967 (+0.009481072998963863) | > avg_loss_disc_real_2: 0.26840093846504504 (+0.08981610175508717) | > avg_loss_disc_real_3: 0.2239768677032911 (-0.021987612717426747) | > avg_loss_disc_real_4: 0.2404018067396604 (-0.009690227416845415) | > avg_loss_disc_real_5: 0.21585676016715857 (-0.029520604472893897) | > avg_loss_0: 2.4903059922731847 (+0.06608287187723105) | > avg_loss_gen: 2.401329086377071 (+0.026594840563260558) | > avg_loss_kl: 2.6804197293061476 (-0.04521831182333136) | > avg_loss_feat: 6.750202600772564 (-0.36963965342595095) | > avg_loss_mel: 17.65248078566331 (-0.11398183382474869) | > avg_loss_duration: 2.343393564224243 (+0.026859182577867013) | > avg_loss_1: 31.827825692983772 (-0.47538537245529966)  > EPOCH: 539/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:54:23)   --> TIME: 2024-06-11 14:54:25 -- STEP: 4/330 -- GLOBAL_STEP: 265875 | > loss_disc: 2.4517910480499268 (2.3627017736434937) | > loss_disc_real_0: 0.139967679977417 (0.1050714012235403) | > loss_disc_real_1: 0.23736700415611267 (0.1958547867834568) | > loss_disc_real_2: 0.2072288691997528 (0.2197093665599823) | > loss_disc_real_3: 0.24897237122058868 (0.2347235344350338) | > loss_disc_real_4: 0.2544255256652832 (0.2331540770828724) | > loss_disc_real_5: 0.2577309012413025 (0.232712309807539) | > loss_0: 2.4517910480499268 (2.3627017736434937) | > grad_norm_0: tensor(9.0941, device='cuda:0') (tensor(5.8661, device='cuda:0')) | > loss_gen: 2.520550489425659 (2.5100448727607727) | > loss_kl: 2.0569069385528564 (1.9693819880485535) | > loss_feat: 6.720278263092041 (6.701475024223328) | > loss_mel: 17.352468490600586 (17.86124324798584) | > loss_duration: 2.202317953109741 (2.2027299404144287) | > loss_1: 30.852521896362305 (31.244874477386475) | > grad_norm_1: tensor(62.5696, device='cuda:0') (tensor(53.5750, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3505 (0.38543784618377686) | > loader_time: 0.0027 (0.0029841065406799316)  --> TIME: 2024-06-11 14:54:34 -- STEP: 29/330 -- GLOBAL_STEP: 265900 | > loss_disc: 2.283397674560547 (2.3617151687885154) | > loss_disc_real_0: 0.1128673329949379 (0.1085479554945025) | > loss_disc_real_1: 0.20063810050487518 (0.20212030462149916) | > loss_disc_real_2: 0.18962493538856506 (0.21071802439360782) | > loss_disc_real_3: 0.24611884355545044 (0.2307504970451881) | > loss_disc_real_4: 0.22524160146713257 (0.23049865097835145) | > loss_disc_real_5: 0.23801858723163605 (0.22402003099178447) | > loss_0: 2.283397674560547 (2.3617151687885154) | > grad_norm_0: tensor(13.1180, device='cuda:0') (tensor(8.0005, device='cuda:0')) | > loss_gen: 2.5309102535247803 (2.473036757830916) | > loss_kl: 1.9022284746170044 (1.929474242802324) | > loss_feat: 6.639312744140625 (6.852488715073158) | > loss_mel: 17.49633026123047 (17.98608082738416) | > loss_duration: 1.989363431930542 (2.0484104115387494) | > loss_1: 30.55814552307129 (31.28949079842403) | > grad_norm_1: tensor(62.5498, device='cuda:0') (tensor(67.4869, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.349 (0.35960664420292293) | > loader_time: 0.0032 (0.003128594365613214)  --> TIME: 2024-06-11 14:54:44 -- STEP: 54/330 -- GLOBAL_STEP: 265925 | > loss_disc: 2.4039146900177 (2.3643883819933285) | > loss_disc_real_0: 0.08634065091609955 (0.11069465842511919) | > loss_disc_real_1: 0.2008199542760849 (0.20129794930970227) | > loss_disc_real_2: 0.17566855251789093 (0.2112744497480216) | > loss_disc_real_3: 0.23488262295722961 (0.23098050002698545) | > loss_disc_real_4: 0.23533359169960022 (0.2311574074405211) | > loss_disc_real_5: 0.21401174366474152 (0.21980479221653054) | > loss_0: 2.4039146900177 (2.3643883819933285) | > grad_norm_0: tensor(9.0742, device='cuda:0') (tensor(11.2164, device='cuda:0')) | > loss_gen: 2.2790331840515137 (2.4685672168378483) | > loss_kl: 1.7854421138763428 (1.9172454321825947) | > loss_feat: 7.040083885192871 (6.915937653294316) | > loss_mel: 17.466022491455078 (17.832008079246236) | > loss_duration: 1.985242486000061 (2.0209644017396164) | > loss_1: 30.55582618713379 (31.154722743564182) | > grad_norm_1: tensor(66.3966, device='cuda:0') (tensor(112.1223, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3625 (0.36178969453882304) | > loader_time: 0.0036 (0.003366161275793005)  --> TIME: 2024-06-11 14:54:53 -- STEP: 79/330 -- GLOBAL_STEP: 265950 | > loss_disc: 2.3745064735412598 (2.3522294291967065) | > loss_disc_real_0: 0.09423403441905975 (0.11039365290463725) | > loss_disc_real_1: 0.16734565794467926 (0.19822740120978294) | > loss_disc_real_2: 0.2479797899723053 (0.21108539006378077) | > loss_disc_real_3: 0.2131902575492859 (0.2291892431204832) | > loss_disc_real_4: 0.22660589218139648 (0.22962263811238204) | > loss_disc_real_5: 0.2221667319536209 (0.22040384177920186) | > loss_0: 2.3745064735412598 (2.3522294291967065) | > grad_norm_0: tensor(7.4683, device='cuda:0') (tensor(15.5877, device='cuda:0')) | > loss_gen: 2.5556511878967285 (2.487908061546616) | > loss_kl: 1.989982008934021 (1.9201467836959452) | > loss_feat: 7.738520622253418 (7.001586153537413) | > loss_mel: 17.789180755615234 (17.753493224518206) | > loss_duration: 1.9675486087799072 (2.011167473430876) | > loss_1: 32.0408821105957 (31.17430170276497) | > grad_norm_1: tensor(296.5579, device='cuda:0') (tensor(168.2518, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3802 (0.3637209572369541) | > loader_time: 0.0041 (0.0034572233127642283)  --> TIME: 2024-06-11 14:55:03 -- STEP: 104/330 -- GLOBAL_STEP: 265975 | > loss_disc: 2.4432027339935303 (2.3621627069436575) | > loss_disc_real_0: 0.11342760175466537 (0.11333241421156205) | > loss_disc_real_1: 0.23377077281475067 (0.2005461600537483) | > loss_disc_real_2: 0.22355222702026367 (0.21222997814990008) | > loss_disc_real_3: 0.21727511286735535 (0.23053736640856817) | > loss_disc_real_4: 0.2410563975572586 (0.23090937590369812) | > loss_disc_real_5: 0.2502005100250244 (0.2209590055908148) | > loss_0: 2.4432027339935303 (2.3621627069436575) | > grad_norm_0: tensor(34.7549, device='cuda:0') (tensor(20.0651, device='cuda:0')) | > loss_gen: 2.276580333709717 (2.4917929814412054) | > loss_kl: 2.045863628387451 (1.9259001257327886) | > loss_feat: 6.917151927947998 (6.994767299065223) | > loss_mel: 18.119728088378906 (17.7448744223668) | > loss_duration: 2.064479351043701 (2.012367494977439) | > loss_1: 31.423805236816406 (31.16970232816843) | > grad_norm_1: tensor(200.7666, device='cuda:0') (tensor(206.0656, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3594 (0.36607430760677057) | > loader_time: 0.0038 (0.0035689266828390267)  --> TIME: 2024-06-11 14:55:12 -- STEP: 129/330 -- GLOBAL_STEP: 266000 | > loss_disc: 2.3348758220672607 (2.362597247426823) | > loss_disc_real_0: 0.09471717476844788 (0.11424779568531716) | > loss_disc_real_1: 0.1561729609966278 (0.19903868679390394) | > loss_disc_real_2: 0.17902670800685883 (0.21236104778079098) | > loss_disc_real_3: 0.23714585602283478 (0.23016436109247135) | > loss_disc_real_4: 0.23013345897197723 (0.22987079793630644) | > loss_disc_real_5: 0.24344398081302643 (0.2219913140978924) | > loss_0: 2.3348758220672607 (2.362597247426823) | > grad_norm_0: tensor(35.2894, device='cuda:0') (tensor(21.6119, device='cuda:0')) | > loss_gen: 2.4195609092712402 (2.4949217526487613) | > loss_kl: 1.7340724468231201 (1.930290561313777) | > loss_feat: 7.633179187774658 (6.996403882669848) | > loss_mel: 17.890836715698242 (17.748641287633614) | > loss_duration: 1.991527795791626 (2.0145816072937146) | > loss_1: 31.66917610168457 (31.184839071229447) | > grad_norm_1: tensor(289.6746, device='cuda:0') (tensor(231.3505, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3751 (0.36910280331160683) | > loader_time: 0.004 (0.003681260485981786) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_266000.pth  --> TIME: 2024-06-11 14:55:28 -- STEP: 154/330 -- GLOBAL_STEP: 266025 | > loss_disc: 2.2921805381774902 (2.3579634102908047) | > loss_disc_real_0: 0.10589641332626343 (0.11466212744836683) | > loss_disc_real_1: 0.21514496207237244 (0.1986322921591919) | > loss_disc_real_2: 0.265668660402298 (0.21283851225267758) | > loss_disc_real_3: 0.23832814395427704 (0.22952363436872308) | > loss_disc_real_4: 0.23145590722560883 (0.2291286504500872) | > loss_disc_real_5: 0.20738327503204346 (0.22181823878706275) | > loss_0: 2.2921805381774902 (2.3579634102908047) | > grad_norm_0: tensor(28.4999, device='cuda:0') (tensor(24.3704, device='cuda:0')) | > loss_gen: 2.624162197113037 (2.5022391560789834) | > loss_kl: 1.9185267686843872 (1.9318676033577362) | > loss_feat: 7.3459153175354 (7.0105679592528904) | > loss_mel: 17.08321762084961 (17.738969493221926) | > loss_duration: 2.0360586643218994 (2.017510061140186) | > loss_1: 31.00788116455078 (31.201154188676313) | > grad_norm_1: tensor(422.4394, device='cuda:0') (tensor(255.5695, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3723 (0.3715283746843215) | > loader_time: 0.0048 (0.003796843739299031)  --> TIME: 2024-06-11 14:55:37 -- STEP: 179/330 -- GLOBAL_STEP: 266050 | > loss_disc: 2.336130142211914 (2.358300123800778) | > loss_disc_real_0: 0.07855235785245895 (0.11538553408570795) | > loss_disc_real_1: 0.1868389993906021 (0.19810554659899382) | > loss_disc_real_2: 0.24142464995384216 (0.21249561403050768) | > loss_disc_real_3: 0.2244911938905716 (0.2290905342754705) | > loss_disc_real_4: 0.18795764446258545 (0.2292486125363984) | > loss_disc_real_5: 0.18640053272247314 (0.22129923921057632) | > loss_0: 2.336130142211914 (2.358300123800778) | > grad_norm_0: tensor(26.7987, device='cuda:0') (tensor(26.1133, device='cuda:0')) | > loss_gen: 2.519951105117798 (2.5043579399918734) | > loss_kl: 1.9748932123184204 (1.9359172635904238) | > loss_feat: 7.884968280792236 (7.031534549244289) | > loss_mel: 17.651525497436523 (17.728130756143756) | > loss_duration: 2.064492702484131 (2.0234279645887847) | > loss_1: 32.095829010009766 (31.223368415619408) | > grad_norm_1: tensor(664.9244, device='cuda:0') (tensor(271.9631, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3745 (0.3728257890520151) | > loader_time: 0.0048 (0.003884268872564731)  --> TIME: 2024-06-11 14:55:47 -- STEP: 204/330 -- GLOBAL_STEP: 266075 | > loss_disc: 2.330440044403076 (2.3584067237143422) | > loss_disc_real_0: 0.09577701985836029 (0.11580212954796996) | > loss_disc_real_1: 0.16430917382240295 (0.19849578758665157) | > loss_disc_real_2: 0.18116360902786255 (0.21245247629635475) | > loss_disc_real_3: 0.19994878768920898 (0.2290794092650507) | > loss_disc_real_4: 0.18770813941955566 (0.22890066779127308) | > loss_disc_real_5: 0.19179783761501312 (0.22134021275183735) | > loss_0: 2.330440044403076 (2.3584067237143422) | > grad_norm_0: tensor(10.5530, device='cuda:0') (tensor(27.0139, device='cuda:0')) | > loss_gen: 2.5180673599243164 (2.5005789749762606) | > loss_kl: 2.0646204948425293 (1.9379714996206994) | > loss_feat: 8.115025520324707 (7.0420708656311035) | > loss_mel: 17.590702056884766 (17.716248213076128) | > loss_duration: 2.0316739082336426 (2.0308526836189573) | > loss_1: 32.32008743286133 (31.22772216796875) | > grad_norm_1: tensor(367.8196, device='cuda:0') (tensor(287.9593, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.3973 (0.37504802030675566) | > loader_time: 0.0053 (0.00397329003203149)  --> TIME: 2024-06-11 14:55:58 -- STEP: 229/330 -- GLOBAL_STEP: 266100 | > loss_disc: 2.287590980529785 (2.358619864851106) | > loss_disc_real_0: 0.1168651133775711 (0.11644265530671616) | > loss_disc_real_1: 0.1847454011440277 (0.1989622509115127) | > loss_disc_real_2: 0.2305234968662262 (0.2124583619000089) | > loss_disc_real_3: 0.21790744364261627 (0.22900077277656206) | > loss_disc_real_4: 0.21532608568668365 (0.22896173043282272) | > loss_disc_real_5: 0.17290960252285004 (0.22093246792601706) | > loss_0: 2.287590980529785 (2.358619864851106) | > grad_norm_0: tensor(28.0648, device='cuda:0') (tensor(27.6400, device='cuda:0')) | > loss_gen: 2.529801607131958 (2.4974006273861025) | > loss_kl: 1.9353365898132324 (1.936978538484032) | > loss_feat: 6.932075500488281 (7.03484402993881) | > loss_mel: 17.889606475830078 (17.673444114918272) | > loss_duration: 2.1421713829040527 (2.039055096530497) | > loss_1: 31.428993225097656 (31.181722357804077) | > grad_norm_1: tensor(321.5920, device='cuda:0') (tensor(299.2425, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.403 (0.3779472794595245) | > loader_time: 0.005 (0.004097947907760156)  --> TIME: 2024-06-11 14:56:08 -- STEP: 254/330 -- GLOBAL_STEP: 266125 | > loss_disc: 2.4210071563720703 (2.3581382787133762) | > loss_disc_real_0: 0.17500686645507812 (0.1169970139391779) | > loss_disc_real_1: 0.19123579561710358 (0.19913835448073586) | > loss_disc_real_2: 0.2183089256286621 (0.2122570557857123) | > loss_disc_real_3: 0.25200796127319336 (0.22919880985979021) | > loss_disc_real_4: 0.2786746621131897 (0.22874024263986453) | > loss_disc_real_5: 0.2453719526529312 (0.2211414763894607) | > loss_0: 2.4210071563720703 (2.3581382787133762) | > grad_norm_0: tensor(79.9098, device='cuda:0') (tensor(29.6894, device='cuda:0')) | > loss_gen: 2.551424026489258 (2.4999305019228486) | > loss_kl: 2.0445520877838135 (1.9414156820830397) | > loss_feat: 7.202531337738037 (7.04244863517641) | > loss_mel: 17.903234481811523 (17.625306347223717) | > loss_duration: 2.0613486766815186 (2.0464992757857305) | > loss_1: 31.763090133666992 (31.155600397605596) | > grad_norm_1: tensor(108.0486, device='cuda:0') (tensor(312.2274, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.4271 (0.3815710281762552) | > loader_time: 0.0055 (0.004232607488557112)  --> TIME: 2024-06-11 14:56:19 -- STEP: 279/330 -- GLOBAL_STEP: 266150 | > loss_disc: 2.2002179622650146 (2.3576192539652614) | > loss_disc_real_0: 0.06952112913131714 (0.1173065784637646) | > loss_disc_real_1: 0.18696026504039764 (0.19908297510557274) | > loss_disc_real_2: 0.2085985690355301 (0.21236571893897108) | > loss_disc_real_3: 0.23809653520584106 (0.22914856367854658) | > loss_disc_real_4: 0.1955273598432541 (0.22837775753390405) | > loss_disc_real_5: 0.18299178779125214 (0.2209922570374704) | > loss_0: 2.2002179622650146 (2.3576192539652614) | > grad_norm_0: tensor(26.2553, device='cuda:0') (tensor(31.0848, device='cuda:0')) | > loss_gen: 2.705394744873047 (2.5029134254729035) | > loss_kl: 2.0296545028686523 (1.9465214663508972) | > loss_feat: 8.522504806518555 (7.061774925519061) | > loss_mel: 17.735897064208984 (17.594925446322314) | > loss_duration: 2.1367311477661133 (2.0554153534673865) | > loss_1: 33.13018035888672 (31.161550583377963) | > grad_norm_1: tensor(501.4940, device='cuda:0') (tensor(328.2567, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.4331 (0.3861266583951999) | > loader_time: 0.0057 (0.00436642434861925)  --> TIME: 2024-06-11 14:56:31 -- STEP: 304/330 -- GLOBAL_STEP: 266175 | > loss_disc: 2.2925076484680176 (2.357223230757212) | > loss_disc_real_0: 0.11826696991920471 (0.11850033928395103) | > loss_disc_real_1: 0.229098379611969 (0.19926945394591278) | > loss_disc_real_2: 0.2271331399679184 (0.2123900248522037) | > loss_disc_real_3: 0.20049357414245605 (0.22921993524620402) | > loss_disc_real_4: 0.19238214194774628 (0.22795090657707892) | > loss_disc_real_5: 0.22375327348709106 (0.22094894229973616) | > loss_0: 2.2925076484680176 (2.357223230757212) | > grad_norm_0: tensor(79.2556, device='cuda:0') (tensor(33.8112, device='cuda:0')) | > loss_gen: 2.3205976486206055 (2.5087739660551676) | > loss_kl: 2.0636374950408936 (1.9511009650795084) | > loss_feat: 8.13230037689209 (7.078796792971461) | > loss_mel: 16.97791862487793 (17.542990204535034) | > loss_duration: 2.211089611053467 (2.0660122036933877) | > loss_1: 31.705543518066406 (31.147674127628928) | > grad_norm_1: tensor(550.2573, device='cuda:0') (tensor(344.7192, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.4844 (0.39303989551569296) | > loader_time: 0.0069 (0.004567412169356096)  --> TIME: 2024-06-11 14:57:02 -- STEP: 329/330 -- GLOBAL_STEP: 266200 | > loss_disc: 2.5917270183563232 (2.3638861454728883) | > loss_disc_real_0: 0.15151838958263397 (0.11999196079092547) | > loss_disc_real_1: 0.33585694432258606 (0.1999448595347737) | > loss_disc_real_2: 0.18347151577472687 (0.2128094267609634) | > loss_disc_real_3: 0.24593035876750946 (0.22972156102896457) | > loss_disc_real_4: 0.1549098789691925 (0.22823519764700198) | > loss_disc_real_5: 0.14771504700183868 (0.2212388031297904) | > loss_0: 2.5917270183563232 (2.3638861454728883) | > grad_norm_0: tensor(12.4415, device='cuda:0') (tensor(33.0875, device='cuda:0')) | > loss_gen: 2.318343162536621 (2.503952202463585) | > loss_kl: 2.2194225788116455 (1.9627501895724822) | > loss_feat: 10.726909637451172 (7.167003844646698) | > loss_mel: 17.465585708618164 (17.520881609351434) | > loss_duration: 2.2971384525299072 (2.0803556753871626) | > loss_1: 35.027400970458984 (31.234943505840825) | > grad_norm_1: tensor(244.7003, device='cuda:0') (tensor(338.6345, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 17.223 (0.4568907294229896) | > loader_time: 0.0331 (0.005026780363274201)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6372528076171875 (2.6372528076171875) | > loss_disc_real_0: 0.1503111720085144 (0.1503111720085144) | > loss_disc_real_1: 0.2447243332862854 (0.2447243332862854) | > loss_disc_real_2: 0.23508626222610474 (0.23508626222610474) | > loss_disc_real_3: 0.2434273511171341 (0.2434273511171341) | > loss_disc_real_4: 0.23362751305103302 (0.23362751305103302) | > loss_disc_real_5: 0.25363901257514954 (0.25363901257514954) | > loss_0: 2.6372528076171875 (2.6372528076171875) | > loss_gen: 2.1627023220062256 (2.1627023220062256) | > loss_kl: 2.8542652130126953 (2.8542652130126953) | > loss_feat: 5.365523338317871 (5.365523338317871) | > loss_mel: 15.015807151794434 (15.015807151794434) | > loss_duration: 3.0401532649993896 (3.0401532649993896) | > loss_1: 28.438451766967773 (28.438451766967773)  --> STEP: 1 | > loss_disc: 2.3055977821350098 (2.3055977821350098) | > loss_disc_real_0: 0.09087143838405609 (0.09087143838405609) | > loss_disc_real_1: 0.2521859407424927 (0.2521859407424927) | > loss_disc_real_2: 0.1250794529914856 (0.1250794529914856) | > loss_disc_real_3: 0.2416837215423584 (0.2416837215423584) | > loss_disc_real_4: 0.28301963210105896 (0.28301963210105896) | > loss_disc_real_5: 0.2724417746067047 (0.2724417746067047) | > loss_0: 2.3055977821350098 (2.3055977821350098) | > loss_gen: 2.482618808746338 (2.482618808746338) | > loss_kl: 3.0325231552124023 (3.0325231552124023) | > loss_feat: 6.435207366943359 (6.435207366943359) | > loss_mel: 17.221839904785156 (17.221839904785156) | > loss_duration: 2.3606557846069336 (2.3606557846069336) | > loss_1: 31.53284454345703 (31.53284454345703)  --> STEP: 2 | > loss_disc: 2.431694507598877 (2.3686461448669434) | > loss_disc_real_0: 0.1229422390460968 (0.10690683871507645) | > loss_disc_real_1: 0.19774287939071655 (0.22496441006660461) | > loss_disc_real_2: 0.19254820048809052 (0.15881382673978806) | > loss_disc_real_3: 0.2951318025588989 (0.26840776205062866) | > loss_disc_real_4: 0.2715369462966919 (0.2772782891988754) | > loss_disc_real_5: 0.25462156534194946 (0.2635316699743271) | > loss_0: 2.431694507598877 (2.3686461448669434) | > loss_gen: 2.3889684677124023 (2.43579363822937) | > loss_kl: 2.5316457748413086 (2.7820844650268555) | > loss_feat: 6.008910655975342 (6.222059011459351) | > loss_mel: 19.378765106201172 (18.300302505493164) | > loss_duration: 2.3796963691711426 (2.370176076889038) | > loss_1: 32.687984466552734 (32.11041450500488)  --> STEP: 3 | > loss_disc: 2.31011962890625 (2.349137306213379) | > loss_disc_real_0: 0.11000430583953857 (0.10793932775656383) | > loss_disc_real_1: 0.22377201914787292 (0.22456694642702738) | > loss_disc_real_2: 0.15963661670684814 (0.15908809006214142) | > loss_disc_real_3: 0.24314545094966888 (0.2599869916836421) | > loss_disc_real_4: 0.25782787799835205 (0.270794818798701) | > loss_disc_real_5: 0.2227683961391449 (0.24994391202926636) | > loss_0: 2.31011962890625 (2.349137306213379) | > loss_gen: 2.3701283931732178 (2.413905223210653) | > loss_kl: 3.03682279586792 (2.866997241973877) | > loss_feat: 6.096158981323242 (6.1800923347473145) | > loss_mel: 18.075796127319336 (18.225467046101887) | > loss_duration: 2.3156118392944336 (2.3519879976908364) | > loss_1: 31.894519805908203 (32.03844960530599)  --> STEP: 4 | > loss_disc: 2.2877213954925537 (2.3337833285331726) | > loss_disc_real_0: 0.1349748969078064 (0.11469822004437447) | > loss_disc_real_1: 0.22234199941158295 (0.22401070967316628) | > loss_disc_real_2: 0.1493774950504303 (0.15666044130921364) | > loss_disc_real_3: 0.234951913356781 (0.2537282221019268) | > loss_disc_real_4: 0.19903096556663513 (0.2528538554906845) | > loss_disc_real_5: 0.21364492177963257 (0.2408691644668579) | > loss_0: 2.2877213954925537 (2.3337833285331726) | > loss_gen: 2.358304262161255 (2.4000049829483032) | > loss_kl: 3.2819693088531494 (2.970740258693695) | > loss_feat: 6.1790852546691895 (6.179840564727783) | > loss_mel: 18.768417358398438 (18.361204624176025) | > loss_duration: 2.349409580230713 (2.3513433933258057) | > loss_1: 32.93718719482422 (32.26313400268555)  --> STEP: 5 | > loss_disc: 2.238548517227173 (2.3147363662719727) | > loss_disc_real_0: 0.11391286551952362 (0.1145411491394043) | > loss_disc_real_1: 0.2003757357597351 (0.21928371489048004) | > loss_disc_real_2: 0.14714178442955017 (0.15475670993328094) | > loss_disc_real_3: 0.1914016455411911 (0.24126290678977966) | > loss_disc_real_4: 0.20447270572185516 (0.24317762553691863) | > loss_disc_real_5: 0.2191695123910904 (0.2365292340517044) | > loss_0: 2.238548517227173 (2.3147363662719727) | > loss_gen: 2.304892063140869 (2.3809823989868164) | > loss_kl: 2.9482431411743164 (2.9662408351898195) | > loss_feat: 6.299961090087891 (6.203864669799804) | > loss_mel: 17.879047393798828 (18.264773178100587) | > loss_duration: 2.4242758750915527 (2.365929889678955) | > loss_1: 31.85641860961914 (32.18179092407227)  --> STEP: 6 | > loss_disc: 2.541437864303589 (2.352519949277242) | > loss_disc_real_0: 0.19838008284568787 (0.12851430475711823) | > loss_disc_real_1: 0.2112606316804886 (0.21794653435548147) | > loss_disc_real_2: 0.1468917280435562 (0.1534458796183268) | > loss_disc_real_3: 0.2666049897670746 (0.24548658728599548) | > loss_disc_real_4: 0.2240046262741089 (0.2399821256597837) | > loss_disc_real_5: 0.25296837091445923 (0.2392690901954969) | > loss_0: 2.541437864303589 (2.352519949277242) | > loss_gen: 2.428830146789551 (2.3889570236206055) | > loss_kl: 2.34259295463562 (2.8622995217641196) | > loss_feat: 6.664360046386719 (6.280613899230957) | > loss_mel: 18.91631507873535 (18.373363494873047) | > loss_duration: 2.157057762145996 (2.331117868423462) | > loss_1: 32.5091552734375 (32.23635164896647)  --> STEP: 7 | > loss_disc: 2.266575574874878 (2.340242181505476) | > loss_disc_real_0: 0.1514003872871399 (0.1317837451185499) | > loss_disc_real_1: 0.2438710629940033 (0.22165003844669887) | > loss_disc_real_2: 0.16742034256458282 (0.15544223146779196) | > loss_disc_real_3: 0.21457767486572266 (0.24107102836881364) | > loss_disc_real_4: 0.2182239145040512 (0.23687380978039332) | > loss_disc_real_5: 0.2515925467014313 (0.24102958398205893) | > loss_0: 2.266575574874878 (2.340242181505476) | > loss_gen: 2.5556082725524902 (2.412764344896589) | > loss_kl: 3.8523387908935547 (3.0037337030683244) | > loss_feat: 6.790417194366455 (6.353442941393171) | > loss_mel: 18.542016983032227 (18.397456850324357) | > loss_duration: 2.5281882286071777 (2.3592707770211354) | > loss_1: 34.26856994628906 (32.526668548583984)  --> STEP: 8 | > loss_disc: 2.500016689300537 (2.3602139949798584) | > loss_disc_real_0: 0.22775381803512573 (0.14378000423312187) | > loss_disc_real_1: 0.19071955978870392 (0.2177837286144495) | > loss_disc_real_2: 0.18269646167755127 (0.15884901024401188) | > loss_disc_real_3: 0.20426179468631744 (0.23646987415850163) | > loss_disc_real_4: 0.18242542445659637 (0.2300677616149187) | > loss_disc_real_5: 0.2123473882675171 (0.2374443095177412) | > loss_0: 2.500016689300537 (2.3602139949798584) | > loss_gen: 2.1267313957214355 (2.377010226249695) | > loss_kl: 2.7358155250549316 (2.9702439308166504) | > loss_feat: 5.71078634262085 (6.273110866546631) | > loss_mel: 14.930333137512207 (17.96406638622284) | > loss_duration: 2.2150473594665527 (2.3412428498268127) | > loss_1: 27.718713760375977 (31.925674200057983)  --> STEP: 9 | > loss_disc: 2.2661662101745605 (2.349764241112603) | > loss_disc_real_0: 0.17925873398780823 (0.14772208531697592) | > loss_disc_real_1: 0.16634739935398102 (0.2120685809188419) | > loss_disc_real_2: 0.20510365068912506 (0.16398841473791334) | > loss_disc_real_3: 0.20833203196525574 (0.23334344724814096) | > loss_disc_real_4: 0.180475115776062 (0.22455746763282353) | > loss_disc_real_5: 0.19547155499458313 (0.2327806701262792) | > loss_0: 2.2661662101745605 (2.349764241112603) | > loss_gen: 2.4784350395202637 (2.3882796499464245) | > loss_kl: 2.478602409362793 (2.915617095099555) | > loss_feat: 10.396435737609863 (6.731258074442546) | > loss_mel: 18.120256423950195 (17.98142083485921) | > loss_duration: 2.118917465209961 (2.3165400293138294) | > loss_1: 35.59264373779297 (32.33311525980631)  --> STEP: 10 | > loss_disc: 2.3625848293304443 (2.3510462999343873) | > loss_disc_real_0: 0.12495507299900055 (0.14544538408517838) | > loss_disc_real_1: 0.2134522944688797 (0.21220695227384567) | > loss_disc_real_2: 0.1779560148715973 (0.16538517475128173) | > loss_disc_real_3: 0.2506791055202484 (0.23507701307535173) | > loss_disc_real_4: 0.23656269907951355 (0.22575799077749253) | > loss_disc_real_5: 0.241279736161232 (0.23363057672977447) | > loss_0: 2.3625848293304443 (2.3510462999343873) | > loss_gen: 2.61561918258667 (2.411013603210449) | > loss_kl: 3.0662245750427246 (2.9306778430938722) | > loss_feat: 6.958036422729492 (6.75393590927124) | > loss_mel: 17.772842407226562 (17.960562992095948) | > loss_duration: 2.3404645919799805 (2.3189324855804445) | > loss_1: 32.75318908691406 (32.37512264251709)  --> STEP: 11 | > loss_disc: 2.681328535079956 (2.3810719576748935) | > loss_disc_real_0: 0.19774290919303894 (0.15019970454952933) | > loss_disc_real_1: 0.23052085936069489 (0.2138718529181047) | > loss_disc_real_2: 0.24904218316078186 (0.17299035733396356) | > loss_disc_real_3: 0.2770293653011322 (0.2388908632776954) | > loss_disc_real_4: 0.2642097771167755 (0.22925360771742734) | > loss_disc_real_5: 0.268367201089859 (0.23678845167160034) | > loss_0: 2.681328535079956 (2.3810719576748935) | > loss_gen: 2.25854754447937 (2.397153052416715) | > loss_kl: 3.570910692214966 (2.988880829377608) | > loss_feat: 5.460557460784912 (6.6363560503179375) | > loss_mel: 14.899133682250977 (17.682251236655496) | > loss_duration: 2.4731101989746094 (2.3329486413435503) | > loss_1: 28.662260055541992 (32.037589680064805)  --> STEP: 12 | > loss_disc: 2.357490062713623 (2.379106799761454) | > loss_disc_real_0: 0.13041940331459045 (0.14855134611328444) | > loss_disc_real_1: 0.22731254994869232 (0.21499191100398699) | > loss_disc_real_2: 0.190178781747818 (0.1744227260351181) | > loss_disc_real_3: 0.282672643661499 (0.2425393449763457) | > loss_disc_real_4: 0.24255071580410004 (0.2303617000579834) | > loss_disc_real_5: 0.22387118637561798 (0.23571201289693514) | > loss_0: 2.357490062713623 (2.379106799761454) | > loss_gen: 2.344820022583008 (2.392791966597239) | > loss_kl: 2.7039482593536377 (2.965136448542277) | > loss_feat: 5.333437919616699 (6.5277795394261675) | > loss_mel: 19.063241958618164 (17.79733379681905) | > loss_duration: 2.2616324424743652 (2.327005624771118) | > loss_1: 31.707080841064453 (32.010047276814774)  --> STEP: 13 | > loss_disc: 2.76322603225708 (2.4086544330303488) | > loss_disc_real_0: 0.3020063638687134 (0.16035557824831742) | > loss_disc_real_1: 0.22377870976924896 (0.21566781860131484) | > loss_disc_real_2: 0.24384012818336487 (0.17976252620036787) | > loss_disc_real_3: 0.33365166187286377 (0.24954798473761633) | > loss_disc_real_4: 0.2682255506515503 (0.23327430394979623) | > loss_disc_real_5: 0.28519949316978455 (0.2395187421486928) | > loss_0: 2.76322603225708 (2.4086544330303488) | > loss_gen: 2.376065254211426 (2.391505296413715) | > loss_kl: 3.4678990840911865 (3.0038104974306545) | > loss_feat: 4.606319427490234 (6.379974915431096) | > loss_mel: 15.169342041015625 (17.59518058483417) | > loss_duration: 2.2018518447875977 (2.317378410926232) | > loss_1: 27.821475982666016 (31.687849484957177)  --> STEP: 14 | > loss_disc: 2.4711527824401855 (2.413118600845337) | > loss_disc_real_0: 0.15970927476882935 (0.1603094137140683) | > loss_disc_real_1: 0.2037794142961502 (0.21481864686523164) | > loss_disc_real_2: 0.16904416680335999 (0.17899692910058157) | > loss_disc_real_3: 0.24230778217315674 (0.2490308274115835) | > loss_disc_real_4: 0.2553428113460541 (0.2348506259066718) | > loss_disc_real_5: 0.21803349256515503 (0.23798408146415437) | > loss_0: 2.4711527824401855 (2.413118600845337) | > loss_gen: 2.2245373725891113 (2.379579016140529) | > loss_kl: 3.482172727584839 (3.0379792281559537) | > loss_feat: 6.69758939743042 (6.4026616641453336) | > loss_mel: 18.06737518310547 (17.628908770424978) | > loss_duration: 2.4303534030914307 (2.325448053223746) | > loss_1: 32.90202713012695 (31.77457645961216)  --> STEP: 15 | > loss_disc: 2.7802774906158447 (2.4375958601633707) | > loss_disc_real_0: 0.22778987884521484 (0.16480811138947804) | > loss_disc_real_1: 0.2126598060131073 (0.2146747241417567) | > loss_disc_real_2: 0.16866706311702728 (0.17830827136834462) | > loss_disc_real_3: 0.2397199124097824 (0.24841009974479675) | > loss_disc_real_4: 0.21577882766723633 (0.23357917269070944) | > loss_disc_real_5: 0.2291424572467804 (0.23739463984966278) | > loss_0: 2.7802774906158447 (2.4375958601633707) | > loss_gen: 2.031763792037964 (2.3563913345336913) | > loss_kl: 3.6721701622009277 (3.0802586237589518) | > loss_feat: 8.127732276916504 (6.517666371663411) | > loss_mel: 18.354402542114258 (17.67727502187093) | > loss_duration: 2.332852363586426 (2.3259416739145915) | > loss_1: 34.5189208984375 (31.95753275553385)  --> STEP: 16 | > loss_disc: 2.5718209743499756 (2.4459849298000336) | > loss_disc_real_0: 0.15266740322113037 (0.16404931712895632) | > loss_disc_real_1: 0.24460819363594055 (0.21654556598514318) | > loss_disc_real_2: 0.18909204006195068 (0.178982256911695) | > loss_disc_real_3: 0.20127488672733307 (0.24546414893120527) | > loss_disc_real_4: 0.24181820452213287 (0.2340941121801734) | > loss_disc_real_5: 0.2335442751646042 (0.23715399205684662) | > loss_0: 2.5718209743499756 (2.4459849298000336) | > loss_gen: 2.1805694103240967 (2.3454024642705917) | > loss_kl: 2.929522752761841 (3.0708376318216324) | > loss_feat: 6.245677947998047 (6.500667095184326) | > loss_mel: 16.35097885131836 (17.594381511211395) | > loss_duration: 2.3297910690307617 (2.326182261109352) | > loss_1: 30.036540985107422 (31.8374707698822)  --> STEP: 17 | > loss_disc: 2.3914997577667236 (2.442779919680427) | > loss_disc_real_0: 0.09183083474636078 (0.1598011711064507) | > loss_disc_real_1: 0.2470024973154068 (0.21833715018104105) | > loss_disc_real_2: 0.2394334077835083 (0.18253820696297815) | > loss_disc_real_3: 0.28087902069091797 (0.24754737668177662) | > loss_disc_real_4: 0.2182765007019043 (0.23316366444615758) | > loss_disc_real_5: 0.23006998002529144 (0.23673728546675513) | > loss_0: 2.3914997577667236 (2.442779919680427) | > loss_gen: 2.6388473510742188 (2.3626639282002166) | > loss_kl: 2.7454605102539062 (3.0516978011411777) | > loss_feat: 7.368893623352051 (6.551739243900075) | > loss_mel: 17.0195369720459 (17.560567126554602) | > loss_duration: 2.4053220748901367 (2.330837544272928) | > loss_1: 32.178062438964844 (31.857505573945886)  --> STEP: 18 | > loss_disc: 2.432410955429077 (2.4422038661109076) | > loss_disc_real_0: 0.17703008651733398 (0.160758333073722) | > loss_disc_real_1: 0.14730873703956604 (0.21439112722873688) | > loss_disc_real_2: 0.10603860020637512 (0.17828822880983353) | > loss_disc_real_3: 0.18184691667556763 (0.2438973511258761) | > loss_disc_real_4: 0.2373627871274948 (0.2333969490395652) | > loss_disc_real_5: 0.2965647578239441 (0.24006103393104342) | > loss_0: 2.432410955429077 (2.4422038661109076) | > loss_gen: 2.070669651031494 (2.3464420239130654) | > loss_kl: 2.5417301654815674 (3.023366265826755) | > loss_feat: 9.071274757385254 (6.691713439093696) | > loss_mel: 16.05130386352539 (17.47671916749742) | > loss_duration: 2.2413127422332764 (2.3258639441596136) | > loss_1: 31.976289749145508 (31.86410469479031)  --> STEP: 19 | > loss_disc: 2.484309673309326 (2.4444199612266138) | > loss_disc_real_0: 0.12999193370342255 (0.15913904889633781) | > loss_disc_real_1: 0.18677864968776703 (0.21293783893710688) | > loss_disc_real_2: 0.1780056357383728 (0.17827335549028298) | > loss_disc_real_3: 0.26548412442207336 (0.24503349708883385) | > loss_disc_real_4: 0.22038665413856506 (0.23271219667635465) | > loss_disc_real_5: 0.2529752254486084 (0.24074072822144157) | > loss_0: 2.484309673309326 (2.4444199612266138) | > loss_gen: 2.2193002700805664 (2.3397503526587236) | > loss_kl: 2.1294825077056885 (2.976319752241436) | > loss_feat: 5.302792072296143 (6.618612314525404) | > loss_mel: 18.4525203704834 (17.528077125549316) | > loss_duration: 2.3274779319763184 (2.3259488908868087) | > loss_1: 30.43157386779785 (31.78870833547492)  --> STEP: 20 | > loss_disc: 2.4396586418151855 (2.4441818952560426) | > loss_disc_real_0: 0.11581788212060928 (0.15697299055755137) | > loss_disc_real_1: 0.21165962517261505 (0.2128739282488823) | > loss_disc_real_2: 0.2738986313343048 (0.18305461928248407) | > loss_disc_real_3: 0.2569443881511688 (0.2456290416419506) | > loss_disc_real_4: 0.20370756089687347 (0.2312619648873806) | > loss_disc_real_5: 0.2402263581752777 (0.24071500971913337) | > loss_0: 2.4396586418151855 (2.4441818952560426) | > loss_gen: 2.319857597351074 (2.338755714893341) | > loss_kl: 2.056117057800293 (2.9303096175193786) | > loss_feat: 5.957488059997559 (6.585556101799011) | > loss_mel: 14.866277694702148 (17.39498715400696) | > loss_duration: 2.3307418823242188 (2.3261885404586793) | > loss_1: 27.53048324584961 (31.575797080993652)  --> STEP: 21 | > loss_disc: 2.6227338314056396 (2.452684368406023) | > loss_disc_real_0: 0.18835017085075378 (0.15846714200008483) | > loss_disc_real_1: 0.34047940373420715 (0.2189503794624692) | > loss_disc_real_2: 0.20646178722381592 (0.18416924632730938) | > loss_disc_real_3: 0.2312438189983368 (0.24494403103987375) | > loss_disc_real_4: 0.2697612941265106 (0.23309526627972013) | > loss_disc_real_5: 0.2848128378391266 (0.24281490629627592) | > loss_0: 2.6227338314056396 (2.452684368406023) | > loss_gen: 2.270742416381836 (2.3355169863927934) | > loss_kl: 2.721836805343628 (2.920382340749105) | > loss_feat: 4.340733051300049 (6.478659766060965) | > loss_mel: 13.094895362854004 (17.19022087823777) | > loss_duration: 2.1484813690185547 (2.3177262941996255) | > loss_1: 24.576688766479492 (31.24250620887393)  --> STEP: 22 | > loss_disc: 2.4648568630218506 (2.4532376636158335) | > loss_disc_real_0: 0.1585446298122406 (0.15847066417336464) | > loss_disc_real_1: 0.2824830114841461 (0.2218382263725454) | > loss_disc_real_2: 0.2125537246465683 (0.1854594498872757) | > loss_disc_real_3: 0.2467747926712036 (0.24502724747766147) | > loss_disc_real_4: 0.2415679693222046 (0.2334803891452876) | > loss_disc_real_5: 0.24269020557403564 (0.24280923808162863) | > loss_0: 2.4648568630218506 (2.4532376636158335) | > loss_gen: 2.5202860832214355 (2.343915581703186) | > loss_kl: 2.247626304626465 (2.8898025209253486) | > loss_feat: 6.9523491859436035 (6.500191103328358) | > loss_mel: 17.093767166137695 (17.185836618596856) | > loss_duration: 2.1962008476257324 (2.3122024102644487) | > loss_1: 31.010231018066406 (31.231948245655406)  --> STEP: 23 | > loss_disc: 2.6275031566619873 (2.4608144241830576) | > loss_disc_real_0: 0.17889457941055298 (0.159358660488025) | > loss_disc_real_1: 0.36347466707229614 (0.22799633248992587) | > loss_disc_real_2: 0.2782140076160431 (0.1894922567450482) | > loss_disc_real_3: 0.2559259533882141 (0.24550110425638116) | > loss_disc_real_4: 0.3027237057685852 (0.23649096812890924) | > loss_disc_real_5: 0.30346179008483887 (0.24544630556002908) | > loss_0: 2.6275031566619873 (2.4608144241830576) | > loss_gen: 2.537693738937378 (2.352340718974238) | > loss_kl: 2.551643133163452 (2.875099938848744) | > loss_feat: 4.835958480834961 (6.427833163219949) | > loss_mel: 17.65835189819336 (17.206380761188008) | > loss_duration: 2.282196044921875 (2.310897785684337) | > loss_1: 29.865842819213867 (31.172552357549254)  --> STEP: 24 | > loss_disc: 2.608506202697754 (2.4669682482878366) | > loss_disc_real_0: 0.1075105220079422 (0.15719832138468823) | > loss_disc_real_1: 0.2616080343723297 (0.22939682006835938) | > loss_disc_real_2: 0.22927825152873993 (0.191150006527702) | > loss_disc_real_3: 0.3305125832557678 (0.24904324921468893) | > loss_disc_real_4: 0.34298232197761536 (0.24092810787260532) | > loss_disc_real_5: 0.2897597849369049 (0.24729270053406557) | > loss_0: 2.608506202697754 (2.4669682482878366) | > loss_gen: 2.464763879776001 (2.357025017340978) | > loss_kl: 2.2524144649505615 (2.8491547107696533) | > loss_feat: 5.337514877319336 (6.3824032346407575) | > loss_mel: 18.192684173583984 (17.247476736704506) | > loss_duration: 2.399125814437866 (2.314573953549067) | > loss_1: 30.646503448486328 (31.150633653004963)  --> STEP: 25 | > loss_disc: 2.607227325439453 (2.4725786113739012) | > loss_disc_real_0: 0.14135900139808655 (0.15656474858522415) | > loss_disc_real_1: 0.27133676409721375 (0.23107441782951355) | > loss_disc_real_2: 0.1749960333108902 (0.19050384759902955) | > loss_disc_real_3: 0.21737349033355713 (0.24777645885944366) | > loss_disc_real_4: 0.18472011387348175 (0.23867978811264037) | > loss_disc_real_5: 0.21993505954742432 (0.2461983948945999) | > loss_0: 2.607227325439453 (2.4725786113739012) | > loss_gen: 2.198728322982788 (2.3506931495666503) | > loss_kl: 2.524646282196045 (2.836174373626709) | > loss_feat: 6.90690803527832 (6.4033834266662595) | > loss_mel: 15.826651573181152 (17.190643730163572) | > loss_duration: 2.3760805130004883 (2.317034215927124) | > loss_1: 29.83301544189453 (31.09792892456055)  --> STEP: 26 | > loss_disc: 2.1348705291748047 (2.4595898389816284) | > loss_disc_real_0: 0.11996935307979584 (0.15515723337347692) | > loss_disc_real_1: 0.11616258323192596 (0.22665473188345248) | > loss_disc_real_2: 0.10023732483386993 (0.18703205826190802) | > loss_disc_real_3: 0.1807417869567871 (0.24519820224780303) | > loss_disc_real_4: 0.1247258186340332 (0.23429694313269395) | > loss_disc_real_5: 0.12230836600065231 (0.24143339378329423) | > loss_0: 2.1348705291748047 (2.4595898389816284) | > loss_gen: 1.9529937505722046 (2.335397018836095) | > loss_kl: 1.9903658628463745 (2.8036432770582347) | > loss_feat: 13.774946212768555 (6.686905072285579) | > loss_mel: 20.2645320892334 (17.308870205512413) | > loss_duration: 2.3165688514709473 (2.317016317294194) | > loss_1: 40.29941177368164 (31.451832111065205) --> EVAL PERFORMANCE | > avg_loader_time: 0.002274311505831205 (-8.332729339599653e-05) | > avg_loss_disc: 2.4595898389816284 (-0.030716153291556303) | > avg_loss_disc_real_0: 0.15515723337347692 (-0.013937278149219634) | > avg_loss_disc_real_1: 0.22665473188345248 (+0.0031468919836557807) | > avg_loss_disc_real_2: 0.18703205826190802 (-0.08136888020313701) | > avg_loss_disc_real_3: 0.24519820224780303 (+0.021221334544511944) | > avg_loss_disc_real_4: 0.23429694313269395 (-0.006104863606966465) | > avg_loss_disc_real_5: 0.24143339378329423 (+0.025576633616135658) | > avg_loss_0: 2.4595898389816284 (-0.030716153291556303) | > avg_loss_gen: 2.335397018836095 (-0.06593206754097602) | > avg_loss_kl: 2.8036432770582347 (+0.1232235477520871) | > avg_loss_feat: 6.686905072285579 (-0.06329752848698522) | > avg_loss_mel: 17.308870205512413 (-0.34361058015089796) | > avg_loss_duration: 2.317016317294194 (-0.026377246930048948) | > avg_loss_1: 31.451832111065205 (-0.3759935819185678)  > EPOCH: 540/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:57:08)   --> TIME: 2024-06-11 14:57:19 -- STEP: 24/330 -- GLOBAL_STEP: 266225 | > loss_disc: 2.341383218765259 (2.3391968607902522) | > loss_disc_real_0: 0.11174732446670532 (0.10830696020275354) | > loss_disc_real_1: 0.20201241970062256 (0.19575496390461922) | > loss_disc_real_2: 0.24450841546058655 (0.21161180486281714) | > loss_disc_real_3: 0.24074257910251617 (0.2269066193451484) | > loss_disc_real_4: 0.23009775578975677 (0.23665564817686877) | > loss_disc_real_5: 0.2306920289993286 (0.2274230911086003) | > loss_0: 2.341383218765259 (2.3391968607902522) | > grad_norm_0: tensor(13.6424, device='cuda:0') (tensor(12.1709, device='cuda:0')) | > loss_gen: 2.515774726867676 (2.5060607194900517) | > loss_kl: 1.8109521865844727 (1.8405129512151082) | > loss_feat: 7.357673645019531 (6.991908033688863) | > loss_mel: 17.47278594970703 (17.98733941713969) | > loss_duration: 1.9738354682922363 (2.060422052939733) | > loss_1: 31.131019592285156 (31.386242945988972) | > grad_norm_1: tensor(45.0034, device='cuda:0') (tensor(116.6527, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3875 (0.3831380307674408) | > loader_time: 0.0036 (0.003223280111948649)  --> TIME: 2024-06-11 14:57:28 -- STEP: 49/330 -- GLOBAL_STEP: 266250 | > loss_disc: 2.275113582611084 (2.335975155538443) | > loss_disc_real_0: 0.08085152506828308 (0.10840657627095981) | > loss_disc_real_1: 0.15931683778762817 (0.1959821013163547) | > loss_disc_real_2: 0.19012707471847534 (0.20833018665411035) | > loss_disc_real_3: 0.17651355266571045 (0.22624183035626702) | > loss_disc_real_4: 0.1987975835800171 (0.23317968845367432) | > loss_disc_real_5: 0.20573316514492035 (0.22371649225147403) | > loss_0: 2.275113582611084 (2.335975155538443) | > grad_norm_0: tensor(15.5073, device='cuda:0') (tensor(11.4659, device='cuda:0')) | > loss_gen: 2.4711153507232666 (2.4932518686567033) | > loss_kl: 1.9317141771316528 (1.8716155193289932) | > loss_feat: 7.6277594566345215 (7.010769990025734) | > loss_mel: 18.08525848388672 (17.874722110981843) | > loss_duration: 1.9445756673812866 (2.025687088771743) | > loss_1: 32.0604248046875 (31.276046519376795) | > grad_norm_1: tensor(221.3814, device='cuda:0') (tensor(110.0747, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3725 (0.37638493460051853) | > loader_time: 0.0033 (0.003372790862102898)  --> TIME: 2024-06-11 14:57:38 -- STEP: 74/330 -- GLOBAL_STEP: 266275 | > loss_disc: 2.207024574279785 (2.338570424028346) | > loss_disc_real_0: 0.08354267477989197 (0.10958346100272359) | > loss_disc_real_1: 0.1688673347234726 (0.19578428848369703) | > loss_disc_real_2: 0.2015804499387741 (0.2108774879896963) | > loss_disc_real_3: 0.23088502883911133 (0.22687997185700648) | > loss_disc_real_4: 0.23765039443969727 (0.23001502796604828) | > loss_disc_real_5: 0.22389256954193115 (0.22189067666595047) | > loss_0: 2.207024574279785 (2.338570424028346) | > grad_norm_0: tensor(10.0282, device='cuda:0') (tensor(10.7163, device='cuda:0')) | > loss_gen: 2.638308048248291 (2.4843047953940727) | > loss_kl: 2.130208969116211 (1.911677444303358) | > loss_feat: 7.860445976257324 (7.033307365469031) | > loss_mel: 17.996910095214844 (17.872629320299303) | > loss_duration: 1.912039041519165 (2.010745179008793) | > loss_1: 32.53791046142578 (31.312663980432458) | > grad_norm_1: tensor(75.6225, device='cuda:0') (tensor(103.9700, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3715 (0.3760822077055234) | > loader_time: 0.004 (0.00346672857129896)  --> TIME: 2024-06-11 14:57:47 -- STEP: 99/330 -- GLOBAL_STEP: 266300 | > loss_disc: 2.266374111175537 (2.3389759352712933) | > loss_disc_real_0: 0.0995662659406662 (0.11098953878337686) | > loss_disc_real_1: 0.21994449198246002 (0.19533115339399587) | > loss_disc_real_2: 0.2434224933385849 (0.210188370310899) | > loss_disc_real_3: 0.24690568447113037 (0.22747452617293656) | > loss_disc_real_4: 0.23879317939281464 (0.23211812009715072) | > loss_disc_real_5: 0.2101387083530426 (0.22191851834456125) | > loss_0: 2.266374111175537 (2.3389759352712933) | > grad_norm_0: tensor(12.4615, device='cuda:0') (tensor(10.0535, device='cuda:0')) | > loss_gen: 2.5853426456451416 (2.4858753440356014) | > loss_kl: 1.9493151903152466 (1.9170277082558833) | > loss_feat: 6.784785270690918 (7.023318199196247) | > loss_mel: 17.141382217407227 (17.794910662101973) | > loss_duration: 2.0346693992614746 (2.009649328511171) | > loss_1: 30.495494842529297 (31.23078103498979) | > grad_norm_1: tensor(88.9946, device='cuda:0') (tensor(95.3726, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3835 (0.37626319943052333) | > loader_time: 0.0037 (0.0035607838871503116)  --> TIME: 2024-06-11 14:57:57 -- STEP: 124/330 -- GLOBAL_STEP: 266325 | > loss_disc: 2.4469475746154785 (2.3404071638661064) | > loss_disc_real_0: 0.10032627731561661 (0.1121783180222396) | > loss_disc_real_1: 0.1868596225976944 (0.19546525841278414) | > loss_disc_real_2: 0.20494867861270905 (0.2097679105016493) | > loss_disc_real_3: 0.22707340121269226 (0.2272831506786808) | > loss_disc_real_4: 0.2082899957895279 (0.23154796359519805) | > loss_disc_real_5: 0.19612428545951843 (0.2219182790046738) | > loss_0: 2.4469475746154785 (2.3404071638661064) | > grad_norm_0: tensor(9.5166, device='cuda:0') (tensor(10.5568, device='cuda:0')) | > loss_gen: 2.344001531600952 (2.4874843339766226) | > loss_kl: 2.051687002182007 (1.9263615089078103) | > loss_feat: 6.97494649887085 (7.004627070119304) | > loss_mel: 17.371105194091797 (17.765662777808405) | > loss_duration: 2.0391969680786133 (2.0136776912596916) | > loss_1: 30.78093719482422 (31.197813187876054) | > grad_norm_1: tensor(62.2855, device='cuda:0') (tensor(98.3802, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3644 (0.37462350629991087) | > loader_time: 0.0038 (0.003595821319087859)  --> TIME: 2024-06-11 14:58:06 -- STEP: 149/330 -- GLOBAL_STEP: 266350 | > loss_disc: 2.4064979553222656 (2.3510009218382373) | > loss_disc_real_0: 0.12163194268941879 (0.11361742794713718) | > loss_disc_real_1: 0.27075693011283875 (0.1971315472518038) | > loss_disc_real_2: 0.24643278121948242 (0.21077639464563971) | > loss_disc_real_3: 0.22474730014801025 (0.22842860981922022) | > loss_disc_real_4: 0.2516056299209595 (0.23151638013804518) | > loss_disc_real_5: 0.22149761021137238 (0.22251756709294027) | > loss_0: 2.4064979553222656 (2.3510009218382373) | > grad_norm_0: tensor(30.1943, device='cuda:0') (tensor(11.0150, device='cuda:0')) | > loss_gen: 2.550987482070923 (2.4853686230294665) | > loss_kl: 2.0615108013153076 (1.9359909040015817) | > loss_feat: 6.427490711212158 (6.998039744844372) | > loss_mel: 16.959306716918945 (17.773359797944963) | > loss_duration: 2.0488500595092773 (2.01689947771546) | > loss_1: 30.048145294189453 (31.20965836032125) | > grad_norm_1: tensor(257.7078, device='cuda:0') (tensor(108.1766, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3716 (0.37448293250679154) | > loader_time: 0.0041 (0.0036431670988966154)  --> TIME: 2024-06-11 14:58:16 -- STEP: 174/330 -- GLOBAL_STEP: 266375 | > loss_disc: 2.315854549407959 (2.360931448552802) | > loss_disc_real_0: 0.1249600350856781 (0.11490317506865523) | > loss_disc_real_1: 0.20030342042446136 (0.19821950553477496) | > loss_disc_real_2: 0.22770807147026062 (0.21131418525487528) | > loss_disc_real_3: 0.22282268106937408 (0.22897152919536348) | > loss_disc_real_4: 0.23446553945541382 (0.23186222087035233) | > loss_disc_real_5: 0.23627610504627228 (0.2236418895337773) | > loss_0: 2.315854549407959 (2.360931448552802) | > grad_norm_0: tensor(22.8633, device='cuda:0') (tensor(12.6732, device='cuda:0')) | > loss_gen: 2.5697813034057617 (2.477627856978055) | > loss_kl: 1.9296761751174927 (1.9472931671416622) | > loss_feat: 7.131170749664307 (6.976109707492522) | > loss_mel: 17.348203659057617 (17.74531010375627) | > loss_duration: 2.118654727935791 (2.021756491441835) | > loss_1: 31.09748649597168 (31.16809715621773) | > grad_norm_1: tensor(408.5574, device='cuda:0') (tensor(132.7110, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3812 (0.3758498663189765) | > loader_time: 0.0043 (0.003755928456098184)  --> TIME: 2024-06-11 14:58:26 -- STEP: 199/330 -- GLOBAL_STEP: 266400 | > loss_disc: 2.4078047275543213 (2.359332324272425) | > loss_disc_real_0: 0.09503865987062454 (0.1161828273579703) | > loss_disc_real_1: 0.20204269886016846 (0.1982224127605333) | > loss_disc_real_2: 0.24438661336898804 (0.21157936909090932) | > loss_disc_real_3: 0.24483485519886017 (0.22840326021065066) | > loss_disc_real_4: 0.2325388640165329 (0.23098271403779935) | > loss_disc_real_5: 0.25408437848091125 (0.22329780077514932) | > loss_0: 2.4078047275543213 (2.359332324272425) | > grad_norm_0: tensor(24.7515, device='cuda:0') (tensor(15.5308, device='cuda:0')) | > loss_gen: 2.3609185218811035 (2.4799881149176994) | > loss_kl: 1.9662564992904663 (1.949173639767134) | > loss_feat: 6.288715362548828 (6.975748205903787) | > loss_mel: 17.760421752929688 (17.70478042525863) | > loss_duration: 2.1510918140411377 (2.0299172479303613) | > loss_1: 30.527402877807617 (31.13960749180473) | > grad_norm_1: tensor(305.7458, device='cuda:0') (tensor(161.5892, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.4101 (0.37867687215757107) | > loader_time: 0.0044 (0.003857222034703547)  --> TIME: 2024-06-11 14:58:36 -- STEP: 224/330 -- GLOBAL_STEP: 266425 | > loss_disc: 2.34492826461792 (2.362451269158296) | > loss_disc_real_0: 0.13509048521518707 (0.1158404179815469) | > loss_disc_real_1: 0.1898633986711502 (0.19800119886973075) | > loss_disc_real_2: 0.2061682790517807 (0.21185741227652347) | > loss_disc_real_3: 0.2285439670085907 (0.22889399521851114) | > loss_disc_real_4: 0.21391427516937256 (0.23131263595340507) | > loss_disc_real_5: 0.2270333617925644 (0.22380844483684212) | > loss_0: 2.34492826461792 (2.362451269158296) | > grad_norm_0: tensor(7.6300, device='cuda:0') (tensor(17.3939, device='cuda:0')) | > loss_gen: 2.5734288692474365 (2.4860616794654313) | > loss_kl: 1.8965429067611694 (1.9502113573253155) | > loss_feat: 7.060172080993652 (6.994616436106818) | > loss_mel: 17.90029525756836 (17.69511691161566) | > loss_duration: 2.1451048851013184 (2.0368311857538552) | > loss_1: 31.575544357299805 (31.162837437220983) | > grad_norm_1: tensor(586.5077, device='cuda:0') (tensor(182.4645, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.3916 (0.3812959971172467) | > loader_time: 0.0047 (0.003977735127721513)  --> TIME: 2024-06-11 14:58:47 -- STEP: 249/330 -- GLOBAL_STEP: 266450 | > loss_disc: 2.2437288761138916 (2.362768429828936) | > loss_disc_real_0: 0.0696854516863823 (0.11671421112844264) | > loss_disc_real_1: 0.175202414393425 (0.19765504350863308) | > loss_disc_real_2: 0.1927025020122528 (0.2123976161920402) | > loss_disc_real_3: 0.2095397412776947 (0.2290688823145556) | > loss_disc_real_4: 0.21883851289749146 (0.23069278973652177) | > loss_disc_real_5: 0.22178396582603455 (0.2236735698688461) | > loss_0: 2.2437288761138916 (2.362768429828936) | > grad_norm_0: tensor(36.5114, device='cuda:0') (tensor(20.7125, device='cuda:0')) | > loss_gen: 2.5903594493865967 (2.488731589183272) | > loss_kl: 2.083739757537842 (1.950028939419482) | > loss_feat: 7.012421607971191 (6.991906286722206) | > loss_mel: 16.975679397583008 (17.665372159107637) | > loss_duration: 2.113004207611084 (2.045231053628116) | > loss_1: 30.775203704833984 (31.141269936619036) | > grad_norm_1: tensor(499.8714, device='cuda:0') (tensor(201.1711, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.4064 (0.3846920714320905) | > loader_time: 0.0053 (0.004103223961519905)  --> TIME: 2024-06-11 14:58:58 -- STEP: 274/330 -- GLOBAL_STEP: 266475 | > loss_disc: 2.3201987743377686 (2.362661469591796) | > loss_disc_real_0: 0.08486960083246231 (0.11734401756883973) | > loss_disc_real_1: 0.1593773514032364 (0.19783167579095728) | > loss_disc_real_2: 0.1980278640985489 (0.21235136818276704) | > loss_disc_real_3: 0.19414673745632172 (0.22912541793210664) | > loss_disc_real_4: 0.24619410932064056 (0.2308643080130981) | > loss_disc_real_5: 0.24069993197917938 (0.2235914222406645) | > loss_0: 2.3201987743377686 (2.362661469591796) | > grad_norm_0: tensor(37.4721, device='cuda:0') (tensor(22.6590, device='cuda:0')) | > loss_gen: 2.410231828689575 (2.49038490065693) | > loss_kl: 1.9433084726333618 (1.952444914483676) | > loss_feat: 7.851381778717041 (7.004546605757554) | > loss_mel: 17.13523292541504 (17.616313008496373) | > loss_duration: 2.1304640769958496 (2.0534194111824027) | > loss_1: 31.47062110900879 (31.117108769660447) | > grad_norm_1: tensor(162.3804, device='cuda:0') (tensor(220.2363, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.4341 (0.3886262204525243) | > loader_time: 0.0069 (0.004273537301669152)  --> TIME: 2024-06-11 14:59:10 -- STEP: 299/330 -- GLOBAL_STEP: 266500 | > loss_disc: 2.3917887210845947 (2.363677544737342) | > loss_disc_real_0: 0.08493047952651978 (0.11820138673170355) | > loss_disc_real_1: 0.17753688991069794 (0.19837317663092272) | > loss_disc_real_2: 0.17657029628753662 (0.2119108411580025) | > loss_disc_real_3: 0.2054298371076584 (0.2288597919370817) | > loss_disc_real_4: 0.2308845818042755 (0.23056946201467993) | > loss_disc_real_5: 0.21401505172252655 (0.22332402376028207) | > loss_0: 2.3917887210845947 (2.363677544737342) | > grad_norm_0: tensor(29.4975, device='cuda:0') (tensor(24.0480, device='cuda:0')) | > loss_gen: 2.462913751602173 (2.488282486746543) | > loss_kl: 2.079822540283203 (1.955974322098952) | > loss_feat: 7.03680944442749 (7.009128001222646) | > loss_mel: 17.74486541748047 (17.575106777076357) | > loss_duration: 2.219942569732666 (2.0637433373409766) | > loss_1: 31.544353485107422 (31.09223486348538) | > grad_norm_1: tensor(464.9608, device='cuda:0') (tensor(236.6508, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.4553 (0.3939607079611175) | > loader_time: 0.007 (0.004466360628006844) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_266500.pth  --> TIME: 2024-06-11 14:59:28 -- STEP: 324/330 -- GLOBAL_STEP: 266525 | > loss_disc: 2.42410945892334 (2.36653620298998) | > loss_disc_real_0: 0.17587190866470337 (0.11954520319668967) | > loss_disc_real_1: 0.19491569697856903 (0.19871406468712258) | > loss_disc_real_2: 0.21839262545108795 (0.21232373055852485) | > loss_disc_real_3: 0.258059561252594 (0.22909236616558498) | > loss_disc_real_4: 0.29703959822654724 (0.2299292215410574) | > loss_disc_real_5: 0.2280566394329071 (0.22328080144929296) | > loss_0: 2.42410945892334 (2.36653620298998) | > grad_norm_0: tensor(32.2463, device='cuda:0') (tensor(25.6861, device='cuda:0')) | > loss_gen: 2.556204319000244 (2.4880395053345485) | > loss_kl: 2.0934898853302 (1.9625504270747856) | > loss_feat: 10.225334167480469 (7.058925026728786) | > loss_mel: 17.9379825592041 (17.521133917349374) | > loss_duration: 2.2704622745513916 (2.078088647421495) | > loss_1: 35.083473205566406 (31.10873743339821) | > grad_norm_1: tensor(372.0305, device='cuda:0') (tensor(250.9637, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.6317 (0.4062535829014248) | > loader_time: 0.0091 (0.004741946120321013)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7182207107543945 (2.7182207107543945) | > loss_disc_real_0: 0.06537315994501114 (0.06537315994501114) | > loss_disc_real_1: 0.22695785760879517 (0.22695785760879517) | > loss_disc_real_2: 0.21630215644836426 (0.21630215644836426) | > loss_disc_real_3: 0.2705437242984772 (0.2705437242984772) | > loss_disc_real_4: 0.264274924993515 (0.264274924993515) | > loss_disc_real_5: 0.27156373858451843 (0.27156373858451843) | > loss_0: 2.7182207107543945 (2.7182207107543945) | > loss_gen: 2.0090231895446777 (2.0090231895446777) | > loss_kl: 1.5829399824142456 (1.5829399824142456) | > loss_feat: 4.912961006164551 (4.912961006164551) | > loss_mel: 13.842816352844238 (13.842816352844238) | > loss_duration: 2.9624578952789307 (2.9624578952789307) | > loss_1: 25.310199737548828 (25.310199737548828)  --> STEP: 1 | > loss_disc: 2.4811174869537354 (2.4811174869537354) | > loss_disc_real_0: 0.056145574897527695 (0.056145574897527695) | > loss_disc_real_1: 0.1817028820514679 (0.1817028820514679) | > loss_disc_real_2: 0.23705370724201202 (0.23705370724201202) | > loss_disc_real_3: 0.2516176700592041 (0.2516176700592041) | > loss_disc_real_4: 0.24846863746643066 (0.24846863746643066) | > loss_disc_real_5: 0.21839767694473267 (0.21839767694473267) | > loss_0: 2.4811174869537354 (2.4811174869537354) | > loss_gen: 2.0967345237731934 (2.0967345237731934) | > loss_kl: 2.6613879203796387 (2.6613879203796387) | > loss_feat: 5.840513229370117 (5.840513229370117) | > loss_mel: 17.389249801635742 (17.389249801635742) | > loss_duration: 2.4590353965759277 (2.4590353965759277) | > loss_1: 30.446922302246094 (30.446922302246094)  --> STEP: 2 | > loss_disc: 2.6106112003326416 (2.5458643436431885) | > loss_disc_real_0: 0.057005420327186584 (0.05657549761235714) | > loss_disc_real_1: 0.17543838918209076 (0.17857063561677933) | > loss_disc_real_2: 0.22514449059963226 (0.23109909892082214) | > loss_disc_real_3: 0.32388070225715637 (0.28774918615818024) | > loss_disc_real_4: 0.27789852023124695 (0.2631835788488388) | > loss_disc_real_5: 0.2797900438308716 (0.24909386038780212) | > loss_0: 2.6106112003326416 (2.5458643436431885) | > loss_gen: 2.251793146133423 (2.174263834953308) | > loss_kl: 2.4965317249298096 (2.578959822654724) | > loss_feat: 6.1074018478393555 (5.973957538604736) | > loss_mel: 18.58112335205078 (17.98518657684326) | > loss_duration: 2.4461286067962646 (2.452582001686096) | > loss_1: 31.882978439331055 (31.164950370788574)  --> STEP: 3 | > loss_disc: 2.405745029449463 (2.4991579055786133) | > loss_disc_real_0: 0.07640431821346283 (0.06318510447939236) | > loss_disc_real_1: 0.16302751004695892 (0.17338959376017252) | > loss_disc_real_2: 0.21236884593963623 (0.22485568126042685) | > loss_disc_real_3: 0.2417483776807785 (0.27241558333237964) | > loss_disc_real_4: 0.27460381388664246 (0.26699032386144) | > loss_disc_real_5: 0.25147369503974915 (0.2498871386051178) | > loss_0: 2.405745029449463 (2.4991579055786133) | > loss_gen: 2.15263295173645 (2.167053540547689) | > loss_kl: 3.225285768508911 (2.7944018046061196) | > loss_feat: 6.105077743530273 (6.017664273579915) | > loss_mel: 18.069766998291016 (18.01338005065918) | > loss_duration: 2.37742280960083 (2.4275289376576743) | > loss_1: 31.930187225341797 (31.420029322306316)  --> STEP: 4 | > loss_disc: 2.405550956726074 (2.4757561683654785) | > loss_disc_real_0: 0.08090165257453918 (0.06761424150317907) | > loss_disc_real_1: 0.23364093899726868 (0.18845243006944656) | > loss_disc_real_2: 0.18640480935573578 (0.21524296328425407) | > loss_disc_real_3: 0.29600587487220764 (0.27831315621733665) | > loss_disc_real_4: 0.2610381841659546 (0.26550228893756866) | > loss_disc_real_5: 0.23509463667869568 (0.24618901312351227) | > loss_0: 2.405550956726074 (2.4757561683654785) | > loss_gen: 2.315169334411621 (2.204082489013672) | > loss_kl: 3.7690677642822266 (3.0380682945251465) | > loss_feat: 5.891599655151367 (5.986148118972778) | > loss_mel: 19.404083251953125 (18.361055850982666) | > loss_duration: 2.395540714263916 (2.4195318818092346) | > loss_1: 33.77546310424805 (32.00888776779175)  --> STEP: 5 | > loss_disc: 2.572253704071045 (2.495055675506592) | > loss_disc_real_0: 0.09062302112579346 (0.07221599742770195) | > loss_disc_real_1: 0.19895394146442413 (0.19055273234844208) | > loss_disc_real_2: 0.14181004464626312 (0.2005563795566559) | > loss_disc_real_3: 0.21590006351470947 (0.2658305376768112) | > loss_disc_real_4: 0.2203882336616516 (0.25647947788238523) | > loss_disc_real_5: 0.2543914318084717 (0.24782949686050415) | > loss_0: 2.572253704071045 (2.495055675506592) | > loss_gen: 1.8779412508010864 (2.138854241371155) | > loss_kl: 2.263242721557617 (2.8831031799316404) | > loss_feat: 5.550058364868164 (5.898930168151855) | > loss_mel: 18.614665985107422 (18.411777877807616) | > loss_duration: 2.367910623550415 (2.4092076301574705) | > loss_1: 30.673818588256836 (31.741873931884765)  --> STEP: 6 | > loss_disc: 2.5729005336761475 (2.508029818534851) | > loss_disc_real_0: 0.07353455573320389 (0.0724357571452856) | > loss_disc_real_1: 0.2092144638299942 (0.19366302092870077) | > loss_disc_real_2: 0.30347058176994324 (0.21770874659220377) | > loss_disc_real_3: 0.3008979856967926 (0.27167511234680813) | > loss_disc_real_4: 0.24843049049377441 (0.25513797998428345) | > loss_disc_real_5: 0.2811312675476074 (0.25337979197502136) | > loss_0: 2.5729005336761475 (2.508029818534851) | > loss_gen: 2.115999221801758 (2.135045071442922) | > loss_kl: 3.0647330284118652 (2.9133748213450112) | > loss_feat: 4.6460771560668945 (5.690121332804362) | > loss_mel: 14.587180137634277 (17.77434492111206) | > loss_duration: 2.225431442260742 (2.378578265508016) | > loss_1: 26.639421463012695 (30.891465187072754)  --> STEP: 7 | > loss_disc: 2.7802090644836426 (2.546912567956107) | > loss_disc_real_0: 0.0816025584936142 (0.07374530019504684) | > loss_disc_real_1: 0.2516923248767853 (0.20195292149271285) | > loss_disc_real_2: 0.21074524521827698 (0.2167139606816428) | > loss_disc_real_3: 0.2599257528781891 (0.2699966324227197) | > loss_disc_real_4: 0.2838932275772095 (0.2592458724975586) | > loss_disc_real_5: 0.32142776250839233 (0.2631009306226458) | > loss_0: 2.7802090644836426 (2.546912567956107) | > loss_gen: 1.8839689493179321 (2.099177053996495) | > loss_kl: 3.606405258178711 (3.0123791694641113) | > loss_feat: 4.302933216094971 (5.491951601845877) | > loss_mel: 17.62946891784668 (17.753648349217006) | > loss_duration: 2.5131771564483643 (2.3978066784994945) | > loss_1: 29.93595314025879 (30.75496346609933)  --> STEP: 8 | > loss_disc: 2.1971471309661865 (2.503191888332367) | > loss_disc_real_0: 0.1390858292579651 (0.08191286632791162) | > loss_disc_real_1: 0.1689842939376831 (0.19783184304833412) | > loss_disc_real_2: 0.12028447538614273 (0.2046602750197053) | > loss_disc_real_3: 0.23031702637672424 (0.26503668166697025) | > loss_disc_real_4: 0.14852753281593323 (0.24540608003735542) | > loss_disc_real_5: 0.11228238791227341 (0.24424861278384924) | > loss_0: 2.1971471309661865 (2.503191888332367) | > loss_gen: 2.284493923187256 (2.12234166264534) | > loss_kl: 3.112384080886841 (3.0248797833919525) | > loss_feat: 13.401446342468262 (6.4806384444236755) | > loss_mel: 20.49709701538086 (18.096579432487488) | > loss_duration: 2.225740432739258 (2.3762983977794647) | > loss_1: 41.521156311035156 (32.10073757171631)  --> STEP: 9 | > loss_disc: 2.25730562210083 (2.4758711920844183) | > loss_disc_real_0: 0.08026642352342606 (0.08172992823852433) | > loss_disc_real_1: 0.1515890210866928 (0.19269375171926287) | > loss_disc_real_2: 0.17361865937709808 (0.20121120661497116) | > loss_disc_real_3: 0.25657394528388977 (0.26409637762440574) | > loss_disc_real_4: 0.2908119559288025 (0.2504511773586273) | > loss_disc_real_5: 0.2799805700778961 (0.24821883026096556) | > loss_0: 2.25730562210083 (2.4758711920844183) | > loss_gen: 2.56136417388916 (2.171121941672431) | > loss_kl: 2.2284297943115234 (2.9363853401607938) | > loss_feat: 8.994765281677246 (6.759985870785183) | > loss_mel: 19.216405868530273 (18.221004592047798) | > loss_duration: 2.130734920501709 (2.349013566970825) | > loss_1: 35.13169860839844 (32.43751102023654)  --> STEP: 10 | > loss_disc: 2.751694440841675 (2.503453516960144) | > loss_disc_real_0: 0.11480148136615753 (0.08503708355128765) | > loss_disc_real_1: 0.2472391426563263 (0.1981482908129692) | > loss_disc_real_2: 0.26109808683395386 (0.20719989463686944) | > loss_disc_real_3: 0.3597138226032257 (0.27365812212228774) | > loss_disc_real_4: 0.2990974485874176 (0.25531580448150637) | > loss_disc_real_5: 0.28156229853630066 (0.25155317708849906) | > loss_0: 2.751694440841675 (2.503453516960144) | > loss_gen: 2.2693722248077393 (2.180946969985962) | > loss_kl: 2.37518048286438 (2.8802648544311524) | > loss_feat: 6.617459297180176 (6.745733213424683) | > loss_mel: 17.55542755126953 (18.15444688796997) | > loss_duration: 2.360236406326294 (2.350135850906372) | > loss_1: 31.177677154541016 (32.31152763366699)  --> STEP: 11 | > loss_disc: 2.5123205184936523 (2.504259608008645) | > loss_disc_real_0: 0.1337110549211502 (0.08946199003945697) | > loss_disc_real_1: 0.2327163815498352 (0.20129084451632065) | > loss_disc_real_2: 0.2097080498933792 (0.2074279087510976) | > loss_disc_real_3: 0.3131505846977234 (0.2772483459927819) | > loss_disc_real_4: 0.2712620794773102 (0.25676546584476123) | > loss_disc_real_5: 0.31780096888542175 (0.25757570361549204) | > loss_0: 2.5123205184936523 (2.504259608008645) | > loss_gen: 2.496614694595337 (2.2096440358595415) | > loss_kl: 3.5257625579833984 (2.9389464638449927) | > loss_feat: 6.245591163635254 (6.700265754352916) | > loss_mel: 16.222299575805664 (17.97879713231867) | > loss_duration: 2.4562103748321533 (2.3597789894450796) | > loss_1: 30.94647789001465 (32.18743220242587)  --> STEP: 12 | > loss_disc: 2.4339351654052734 (2.4983992377916975) | > loss_disc_real_0: 0.08907102048397064 (0.08942940924316645) | > loss_disc_real_1: 0.23470303416252136 (0.20407519365350404) | > loss_disc_real_2: 0.19686459004878998 (0.20654763219257197) | > loss_disc_real_3: 0.25902485847473145 (0.2757297220329444) | > loss_disc_real_4: 0.2344488799571991 (0.25490575035413104) | > loss_disc_real_5: 0.18080255389213562 (0.2511779411385457) | > loss_0: 2.4339351654052734 (2.4983992377916975) | > loss_gen: 2.118778705596924 (2.2020719250043235) | > loss_kl: 2.2191903591156006 (2.8789667884508767) | > loss_feat: 5.858160018920898 (6.6300902764002485) | > loss_mel: 16.095945358276367 (17.821892817815147) | > loss_duration: 2.2558255195617676 (2.351116200288137) | > loss_1: 28.54789924621582 (31.884137789408367)  --> STEP: 13 | > loss_disc: 2.089470386505127 (2.466943172308115) | > loss_disc_real_0: 0.07384417951107025 (0.08823054541762058) | > loss_disc_real_1: 0.21384389698505402 (0.2048266323713156) | > loss_disc_real_2: 0.17584951221942902 (0.20418623834848404) | > loss_disc_real_3: 0.16931462287902832 (0.26754394517495084) | > loss_disc_real_4: 0.11903570592403412 (0.24445420847489283) | > loss_disc_real_5: 0.14642184972763062 (0.24311978026078299) | > loss_0: 2.089470386505127 (2.466943172308115) | > loss_gen: 2.3452749252319336 (2.2130875404064474) | > loss_kl: 3.5679168701171875 (2.931962948579055) | > loss_feat: 10.21923542022705 (6.906178364386926) | > loss_mel: 18.1269474029541 (17.84535855513353) | > loss_duration: 2.292595624923706 (2.3466146175677958) | > loss_1: 36.551971435546875 (32.24320191603441)  --> STEP: 14 | > loss_disc: 2.5288262367248535 (2.4713633911950246) | > loss_disc_real_0: 0.08749044686555862 (0.08817768123533044) | > loss_disc_real_1: 0.08283426612615585 (0.19611289192523276) | > loss_disc_real_2: 0.2011488378047943 (0.20396928116679192) | > loss_disc_real_3: 0.28009891510009766 (0.26844072874103275) | > loss_disc_real_4: 0.26637473702430725 (0.24601996051413672) | > loss_disc_real_5: 0.2743138074874878 (0.24534792506269046) | > loss_0: 2.5288262367248535 (2.4713633911950246) | > loss_gen: 2.032397508621216 (2.200181109564645) | > loss_kl: 3.1703946590423584 (2.9489937850407193) | > loss_feat: 7.190408229827881 (6.926480497632708) | > loss_mel: 19.688993453979492 (17.977046762193957) | > loss_duration: 2.421476125717163 (2.3519618681498935) | > loss_1: 34.50366973876953 (32.40466390337263)  --> STEP: 15 | > loss_disc: 2.5206384658813477 (2.474648396174113) | > loss_disc_real_0: 0.10308893024921417 (0.08917176450292269) | > loss_disc_real_1: 0.1701192855834961 (0.19437998483578364) | > loss_disc_real_2: 0.16003277897834778 (0.20104018102089563) | > loss_disc_real_3: 0.29330527782440186 (0.27009836534659065) | > loss_disc_real_4: 0.21486569941043854 (0.2439430097738902) | > loss_disc_real_5: 0.2894238531589508 (0.24828632026910782) | > loss_0: 2.5206384658813477 (2.474648396174113) | > loss_gen: 2.1585896015167236 (2.19740834236145) | > loss_kl: 3.7120213508605957 (2.999862289428711) | > loss_feat: 6.185783386230469 (6.877100690205892) | > loss_mel: 16.44113540649414 (17.87465267181397) | > loss_duration: 2.3840761184692383 (2.3541028181711834) | > loss_1: 30.881607055664062 (32.30312678019206)  --> STEP: 16 | > loss_disc: 2.377000331878662 (2.4685453921556473) | > loss_disc_real_0: 0.1025044322013855 (0.09000505623407662) | > loss_disc_real_1: 0.18144986033439636 (0.19357185205444694) | > loss_disc_real_2: 0.1722939908504486 (0.1992435441352427) | > loss_disc_real_3: 0.24834105372428894 (0.2687385333701968) | > loss_disc_real_4: 0.2464025467634201 (0.2440967308357358) | > loss_disc_real_5: 0.26819777488708496 (0.2495307861827314) | > loss_0: 2.377000331878662 (2.4685453921556473) | > loss_gen: 2.1639981269836426 (2.195320203900337) | > loss_kl: 2.7458531856536865 (2.983986720442772) | > loss_feat: 8.005461692810059 (6.947623252868652) | > loss_mel: 17.269447326660156 (17.836827337741855) | > loss_duration: 2.347104787826538 (2.353665441274643) | > loss_1: 32.531864166259766 (32.31742286682129)  --> STEP: 17 | > loss_disc: 2.1940698623657227 (2.45239977275624) | > loss_disc_real_0: 0.08756682276725769 (0.08986163073602844) | > loss_disc_real_1: 0.1877993494272232 (0.19323229307637496) | > loss_disc_real_2: 0.19357407093048096 (0.1989100457114332) | > loss_disc_real_3: 0.2611514627933502 (0.26829223510097056) | > loss_disc_real_4: 0.18952533602714539 (0.24088664878817165) | > loss_disc_real_5: 0.19010749459266663 (0.24603529844213934) | > loss_0: 2.1940698623657227 (2.45239977275624) | > loss_gen: 2.487572431564331 (2.212511511409984) | > loss_kl: 2.12605619430542 (2.9335202189052807) | > loss_feat: 8.768769264221191 (7.054749488830566) | > loss_mel: 18.317737579345703 (17.86511617548326) | > loss_duration: 2.4548869132995605 (2.359619645511403) | > loss_1: 34.15502166748047 (32.42551691391889)  --> STEP: 18 | > loss_disc: 2.358090877532959 (2.44716038968828) | > loss_disc_real_0: 0.10141194611787796 (0.09050331492390898) | > loss_disc_real_1: 0.17690609395503998 (0.19232528201407856) | > loss_disc_real_2: 0.17334280908107758 (0.19748964367641342) | > loss_disc_real_3: 0.3177095055580139 (0.27103763901525074) | > loss_disc_real_4: 0.24404560029506683 (0.24106214609411028) | > loss_disc_real_5: 0.20828068256378174 (0.24393781978223059) | > loss_0: 2.358090877532959 (2.44716038968828) | > loss_gen: 2.352513313293457 (2.220289389292399) | > loss_kl: 2.6186559200286865 (2.9160277578565807) | > loss_feat: 8.022262573242188 (7.108500215742323) | > loss_mel: 17.140544891357422 (17.824862215254043) | > loss_duration: 2.259320020675659 (2.3540474441316395) | > loss_1: 32.39329528808594 (32.42372682359483)  --> STEP: 19 | > loss_disc: 2.479013681411743 (2.448836878726357) | > loss_disc_real_0: 0.0972667932510376 (0.09085928746744205) | > loss_disc_real_1: 0.14001816511154175 (0.18957227586131348) | > loss_disc_real_2: 0.1187308132648468 (0.19334444207580467) | > loss_disc_real_3: 0.20970158278942108 (0.26780942552968073) | > loss_disc_real_4: 0.25575438141822815 (0.2418354216374849) | > loss_disc_real_5: 0.25720342993736267 (0.24463600979039543) | > loss_0: 2.479013681411743 (2.448836878726357) | > loss_gen: 1.9998366832733154 (2.208686615291395) | > loss_kl: 2.0112435817718506 (2.8684075380626477) | > loss_feat: 8.494183540344238 (7.181430917037161) | > loss_mel: 17.865463256835938 (17.826999112179404) | > loss_duration: 2.362539291381836 (2.354494383460597) | > loss_1: 32.73326873779297 (32.44001850328947)  --> STEP: 20 | > loss_disc: 2.453507900238037 (2.449070429801941) | > loss_disc_real_0: 0.08116543292999268 (0.09037459474056958) | > loss_disc_real_1: 0.12270016968250275 (0.18622867055237294) | > loss_disc_real_2: 0.13855509459972382 (0.19060497470200063) | > loss_disc_real_3: 0.2491372674703598 (0.2668758176267147) | > loss_disc_real_4: 0.24170058965682983 (0.24182868003845215) | > loss_disc_real_5: 0.20816828310489655 (0.24281262345612048) | > loss_0: 2.453507900238037 (2.449070429801941) | > loss_gen: 1.9047750234603882 (2.1934910356998443) | > loss_kl: 2.4063761234283447 (2.8453059673309324) | > loss_feat: 6.478044509887695 (7.146261596679688) | > loss_mel: 19.79460906982422 (17.925379610061647) | > loss_duration: 2.26932430267334 (2.350235879421234) | > loss_1: 32.85313034057617 (32.460674095153806)  --> STEP: 21 | > loss_disc: 2.0845861434936523 (2.431714035215832) | > loss_disc_real_0: 0.04995081201195717 (0.08844965270587375) | > loss_disc_real_1: 0.18354958295822144 (0.18610109495265142) | > loss_disc_real_2: 0.2213670015335083 (0.1920698331225486) | > loss_disc_real_3: 0.23150554299354553 (0.265191518834659) | > loss_disc_real_4: 0.235441192984581 (0.2415245139882678) | > loss_disc_real_5: 0.1972205638885498 (0.24064157300052189) | > loss_0: 2.0845861434936523 (2.431714035215832) | > loss_gen: 2.468186616897583 (2.2065717776616416) | > loss_kl: 1.964555263519287 (2.803365457625616) | > loss_feat: 6.580267429351807 (7.119309493473598) | > loss_mel: 16.910402297973633 (17.877047357105074) | > loss_duration: 2.188553810119629 (2.342536733264015) | > loss_1: 30.11196517944336 (32.34883081345331)  --> STEP: 22 | > loss_disc: 2.6446104049682617 (2.4413911429318516) | > loss_disc_real_0: 0.19100794196128845 (0.09311139312657443) | > loss_disc_real_1: 0.23805393278598785 (0.18846258758143944) | > loss_disc_real_2: 0.1714499592781067 (0.19113256612961943) | > loss_disc_real_3: 0.24965429306030273 (0.26448528129946103) | > loss_disc_real_4: 0.2563417851924896 (0.24219802631573242) | > loss_disc_real_5: 0.22820326685905457 (0.240076195448637) | > loss_0: 2.6446104049682617 (2.4413911429318516) | > loss_gen: 2.102365493774414 (2.2018351283940403) | > loss_kl: 2.3932015895843506 (2.784721645441922) | > loss_feat: 6.332953453063965 (7.083566037091342) | > loss_mel: 16.869504928588867 (17.8312499739907) | > loss_duration: 2.16879940032959 (2.3346395817669956) | > loss_1: 29.866825103759766 (32.2360123721036)  --> STEP: 23 | > loss_disc: 2.6200530529022217 (2.449159052060998) | > loss_disc_real_0: 0.06944605708122253 (0.0920824654724287) | > loss_disc_real_1: 0.22640809416770935 (0.1901123922156251) | > loss_disc_real_2: 0.233513742685318 (0.1929752259798672) | > loss_disc_real_3: 0.27612027525901794 (0.2649911506020505) | > loss_disc_real_4: 0.2808839678764343 (0.2438800237748934) | > loss_disc_real_5: 0.31143054366111755 (0.24317855841439703) | > loss_0: 2.6200530529022217 (2.449159052060998) | > loss_gen: 2.0702028274536133 (2.196111984874891) | > loss_kl: 2.4154305458068848 (2.768665510675181) | > loss_feat: 5.390409469604492 (7.009950534157131) | > loss_mel: 17.472965240478516 (17.815672376881476) | > loss_duration: 2.2675209045410156 (2.3317213784093442) | > loss_1: 29.616527557373047 (32.12212172798488)  --> STEP: 24 | > loss_disc: 2.2309069633483887 (2.440065215031306) | > loss_disc_real_0: 0.06275270134210587 (0.09086039196699858) | > loss_disc_real_1: 0.12961217761039734 (0.18759154994040728) | > loss_disc_real_2: 0.17124606668949127 (0.1920698443427682) | > loss_disc_real_3: 0.18126218020915985 (0.2615024435023467) | > loss_disc_real_4: 0.2485906183719635 (0.2440762985497713) | > loss_disc_real_5: 0.20927037298679352 (0.24176571735491356) | > loss_0: 2.2309069633483887 (2.440065215031306) | > loss_gen: 2.1020588874816895 (2.192193105816841) | > loss_kl: 2.4927947521209717 (2.7571708957354226) | > loss_feat: 6.373095512390137 (6.983414908250173) | > loss_mel: 18.58254051208496 (17.84762521584829) | > loss_duration: 2.3791534900665283 (2.33369771639506) | > loss_1: 31.929643630981445 (32.114101807276406)  --> STEP: 25 | > loss_disc: 2.7126357555389404 (2.450968036651611) | > loss_disc_real_0: 0.077936090528965 (0.09034341990947724) | > loss_disc_real_1: 0.24617868661880493 (0.1899350354075432) | > loss_disc_real_2: 0.22312112152576447 (0.19331189543008803) | > loss_disc_real_3: 0.20281697809696198 (0.2591550248861313) | > loss_disc_real_4: 0.26912450790405273 (0.24507822692394257) | > loss_disc_real_5: 0.21972616016864777 (0.24088413506746292) | > loss_0: 2.7126357555389404 (2.450968036651611) | > loss_gen: 1.8644208908081055 (2.1790822172164916) | > loss_kl: 3.1229043006896973 (2.771800231933594) | > loss_feat: 7.167916297912598 (6.99079496383667) | > loss_mel: 17.04436492919922 (17.815494804382325) | > loss_duration: 2.3759262561798096 (2.33538685798645) | > loss_1: 31.57553482055664 (32.09255912780762)  --> STEP: 26 | > loss_disc: 2.307389736175537 (2.4454457943256083) | > loss_disc_real_0: 0.026917070150375366 (0.08790394491874255) | > loss_disc_real_1: 0.1556033045053482 (0.1886145842189972) | > loss_disc_real_2: 0.12024709582328796 (0.1905017108298265) | > loss_disc_real_3: 0.22943589091300964 (0.25801198127178043) | > loss_disc_real_4: 0.22116973996162415 (0.24415866973308417) | > loss_disc_real_5: 0.25187790393829346 (0.24130697233172563) | > loss_0: 2.307389736175537 (2.4454457943256083) | > loss_gen: 2.0627856254577637 (2.1746092713796177) | > loss_kl: 2.540632963180542 (2.7629091831353993) | > loss_feat: 8.03428840637207 (7.030929327011108) | > loss_mel: 19.053756713867188 (17.863120262439434) | > loss_duration: 2.281179904937744 (2.3333019751768846) | > loss_1: 33.9726448059082 (32.16487011542687) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024330524297860954 (+0.00015874092395489056) | > avg_loss_disc: 2.4454457943256083 (-0.01414404465602015) | > avg_loss_disc_real_0: 0.08790394491874255 (-0.06725328845473437) | > avg_loss_disc_real_1: 0.1886145842189972 (-0.038040147664455265) | > avg_loss_disc_real_2: 0.1905017108298265 (+0.0034696525679184798) | > avg_loss_disc_real_3: 0.25801198127178043 (+0.0128137790239774) | > avg_loss_disc_real_4: 0.24415866973308417 (+0.009861726600390225) | > avg_loss_disc_real_5: 0.24130697233172563 (-0.00012642145156860352) | > avg_loss_0: 2.4454457943256083 (-0.01414404465602015) | > avg_loss_gen: 2.1746092713796177 (-0.16078774745647717) | > avg_loss_kl: 2.7629091831353993 (-0.040734093922835335) | > avg_loss_feat: 7.030929327011108 (+0.34402425472552967) | > avg_loss_mel: 17.863120262439434 (+0.554250056927021) | > avg_loss_duration: 2.3333019751768846 (+0.01628565788269043) | > avg_loss_1: 32.16487011542687 (+0.7130380043616675)  > EPOCH: 541/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 14:59:52)   --> TIME: 2024-06-11 15:00:00 -- STEP: 19/330 -- GLOBAL_STEP: 266550 | > loss_disc: 2.370123863220215 (2.347270827544363) | > loss_disc_real_0: 0.08734612166881561 (0.10931214494140525) | > loss_disc_real_1: 0.15790797770023346 (0.1980593259397306) | > loss_disc_real_2: 0.18749383091926575 (0.20994280200255544) | > loss_disc_real_3: 0.2225373536348343 (0.2236461623718864) | > loss_disc_real_4: 0.24479863047599792 (0.23784418953092476) | > loss_disc_real_5: 0.24033144116401672 (0.22212227551560654) | > loss_0: 2.370123863220215 (2.347270827544363) | > grad_norm_0: tensor(9.8821, device='cuda:0') (tensor(9.0092, device='cuda:0')) | > loss_gen: 2.4460484981536865 (2.470587893536216) | > loss_kl: 2.0494887828826904 (1.9284102603008872) | > loss_feat: 7.3876824378967285 (6.854154109954834) | > loss_mel: 17.845396041870117 (17.836185254548724) | > loss_duration: 2.0122013092041016 (2.0889237052515934) | > loss_1: 31.740816116333008 (31.178261104382965) | > grad_norm_1: tensor(83.9741, device='cuda:0') (tensor(76.9856, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3487 (0.35894579636423213) | > loader_time: 0.0031 (0.0029836579373008327)  --> TIME: 2024-06-11 15:00:09 -- STEP: 44/330 -- GLOBAL_STEP: 266575 | > loss_disc: 2.3749139308929443 (2.3443500182845374) | > loss_disc_real_0: 0.12489709258079529 (0.11034791290082714) | > loss_disc_real_1: 0.20254310965538025 (0.19976366345178) | > loss_disc_real_2: 0.22779953479766846 (0.20878040180964905) | > loss_disc_real_3: 0.22919918596744537 (0.22440224615010348) | > loss_disc_real_4: 0.2147921323776245 (0.2311067103662274) | > loss_disc_real_5: 0.22047077119350433 (0.22106828235767104) | > loss_0: 2.3749139308929443 (2.3443500182845374) | > grad_norm_0: tensor(6.3695, device='cuda:0') (tensor(10.5700, device='cuda:0')) | > loss_gen: 2.4594717025756836 (2.4746011495590206) | > loss_kl: 2.209211826324463 (1.937220269983465) | > loss_feat: 7.434335231781006 (6.9965669241818516) | > loss_mel: 17.979812622070312 (17.840313001112506) | > loss_duration: 1.9419827461242676 (2.037341971289028) | > loss_1: 32.02481460571289 (31.28604321046309) | > grad_norm_1: tensor(82.7972, device='cuda:0') (tensor(99.0103, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3501 (0.3581730777567083) | > loader_time: 0.0032 (0.003167239102450284)  --> TIME: 2024-06-11 15:00:18 -- STEP: 69/330 -- GLOBAL_STEP: 266600 | > loss_disc: 2.2700917720794678 (2.3427713815716724) | > loss_disc_real_0: 0.09340836107730865 (0.1105772043051927) | > loss_disc_real_1: 0.20873376727104187 (0.1984304939059244) | > loss_disc_real_2: 0.21493680775165558 (0.20967792384866354) | > loss_disc_real_3: 0.2110426127910614 (0.22653928269510684) | > loss_disc_real_4: 0.19982591271400452 (0.2318420220112455) | > loss_disc_real_5: 0.21604272723197937 (0.22018512003663657) | > loss_0: 2.2700917720794678 (2.3427713815716724) | > grad_norm_0: tensor(8.0907, device='cuda:0') (tensor(11.0131, device='cuda:0')) | > loss_gen: 2.475206136703491 (2.475582924442014) | > loss_kl: 1.912788987159729 (1.9549260571383047) | > loss_feat: 7.986398220062256 (6.995461484660273) | > loss_mel: 17.886451721191406 (17.737830507582512) | > loss_duration: 1.95049250125885 (2.0194164030793775) | > loss_1: 32.21133804321289 (31.183217283608258) | > grad_norm_1: tensor(63.8047, device='cuda:0') (tensor(104.2467, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3483 (0.35924649929654767) | > loader_time: 0.0037 (0.00336185400036798)  --> TIME: 2024-06-11 15:00:27 -- STEP: 94/330 -- GLOBAL_STEP: 266625 | > loss_disc: 2.404191255569458 (2.348966514810603) | > loss_disc_real_0: 0.1699918955564499 (0.11181191236097762) | > loss_disc_real_1: 0.24966678023338318 (0.19812992246861152) | > loss_disc_real_2: 0.23740780353546143 (0.21141410333679078) | > loss_disc_real_3: 0.25997626781463623 (0.22758818497049046) | > loss_disc_real_4: 0.2581048905849457 (0.23190168751047013) | > loss_disc_real_5: 0.2517821192741394 (0.22134508715665085) | > loss_0: 2.404191255569458 (2.348966514810603) | > grad_norm_0: tensor(8.6285, device='cuda:0') (tensor(11.1971, device='cuda:0')) | > loss_gen: 2.546010971069336 (2.47675170543346) | > loss_kl: 1.9910000562667847 (1.95611328393855) | > loss_feat: 6.8752121925354 (6.99425364047923) | > loss_mel: 18.005136489868164 (17.752954888851086) | > loss_duration: 2.017573595046997 (2.0139561853510255) | > loss_1: 31.434934616088867 (31.19402972688066) | > grad_norm_1: tensor(72.3994, device='cuda:0') (tensor(106.5543, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3761 (0.36163405915524105) | > loader_time: 0.0035 (0.0034896820149523146)  --> TIME: 2024-06-11 15:00:37 -- STEP: 119/330 -- GLOBAL_STEP: 266650 | > loss_disc: 2.3750054836273193 (2.347601856504169) | > loss_disc_real_0: 0.13170936703681946 (0.11222361904733322) | > loss_disc_real_1: 0.14801059663295746 (0.1961307309004439) | > loss_disc_real_2: 0.25638145208358765 (0.2114982224312149) | > loss_disc_real_3: 0.1985185593366623 (0.22704239064404944) | > loss_disc_real_4: 0.21243403851985931 (0.23163948990717656) | > loss_disc_real_5: 0.20057493448257446 (0.22173298557265467) | > loss_0: 2.3750054836273193 (2.347601856504169) | > grad_norm_0: tensor(16.8657, device='cuda:0') (tensor(11.3609, device='cuda:0')) | > loss_gen: 2.511496067047119 (2.4785463870072566) | > loss_kl: 2.046548366546631 (1.970731076072244) | > loss_feat: 7.680171489715576 (7.019716815788205) | > loss_mel: 17.822628021240234 (17.739450438683775) | > loss_duration: 2.004345417022705 (2.0139931109772995) | > loss_1: 32.065189361572266 (31.222437914680032) | > grad_norm_1: tensor(240.0497, device='cuda:0') (tensor(113.9329, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3568 (0.36289381780544255) | > loader_time: 0.0039 (0.003578929340138155)  --> TIME: 2024-06-11 15:00:46 -- STEP: 144/330 -- GLOBAL_STEP: 266675 | > loss_disc: 2.3656342029571533 (2.3510808398326244) | > loss_disc_real_0: 0.12687444686889648 (0.11332510608351892) | > loss_disc_real_1: 0.1771140843629837 (0.19696840995715725) | > loss_disc_real_2: 0.25337639451026917 (0.21198618256797394) | > loss_disc_real_3: 0.23251879215240479 (0.22679928007225195) | > loss_disc_real_4: 0.2208174169063568 (0.23101389718552431) | > loss_disc_real_5: 0.19490942358970642 (0.22127926856693295) | > loss_0: 2.3656342029571533 (2.3510808398326244) | > grad_norm_0: tensor(25.9744, device='cuda:0') (tensor(12.4694, device='cuda:0')) | > loss_gen: 2.4483587741851807 (2.475144924388991) | > loss_kl: 2.027730703353882 (1.972720042698913) | > loss_feat: 7.7410383224487305 (7.0377712382210635) | > loss_mel: 17.307968139648438 (17.741640236642628) | > loss_duration: 2.0033483505249023 (2.0182614276806494) | > loss_1: 31.5284423828125 (31.24553793006473) | > grad_norm_1: tensor(396.2175, device='cuda:0') (tensor(133.1964, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3749 (0.3652565909756555) | > loader_time: 0.0041 (0.003658334414164225)  --> TIME: 2024-06-11 15:00:56 -- STEP: 169/330 -- GLOBAL_STEP: 266700 | > loss_disc: 2.176609992980957 (2.3552303807975266) | > loss_disc_real_0: 0.08373096585273743 (0.1139507593046984) | > loss_disc_real_1: 0.17180974781513214 (0.1973511343876991) | > loss_disc_real_2: 0.1941969394683838 (0.2121236528870622) | > loss_disc_real_3: 0.20712052285671234 (0.2270084366466872) | > loss_disc_real_4: 0.21054686605930328 (0.23101187290171898) | > loss_disc_real_5: 0.1929577887058258 (0.22202007022835094) | > loss_0: 2.176609992980957 (2.3552303807975266) | > grad_norm_0: tensor(32.8491, device='cuda:0') (tensor(14.7103, device='cuda:0')) | > loss_gen: 2.6513214111328125 (2.477124391928227) | > loss_kl: 1.9441773891448975 (1.9745442154844837) | > loss_feat: 7.804207801818848 (7.048551866994101) | > loss_mel: 17.990795135498047 (17.765341448360655) | > loss_duration: 2.0654404163360596 (2.022448464963561) | > loss_1: 32.4559440612793 (31.28801049001118) | > grad_norm_1: tensor(279.5526, device='cuda:0') (tensor(159.9888, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3809 (0.36719247857494486) | > loader_time: 0.0043 (0.003757775887935119)  --> TIME: 2024-06-11 15:01:06 -- STEP: 194/330 -- GLOBAL_STEP: 266725 | > loss_disc: 2.5549533367156982 (2.364006622550414) | > loss_disc_real_0: 0.22033923864364624 (0.11660119265164297) | > loss_disc_real_1: 0.24224315583705902 (0.1982254742347088) | > loss_disc_real_2: 0.188710018992424 (0.2129302511817401) | > loss_disc_real_3: 0.25999557971954346 (0.22787802743235813) | > loss_disc_real_4: 0.24123819172382355 (0.23062749299191937) | > loss_disc_real_5: 0.2271679937839508 (0.22196971202634044) | > loss_0: 2.5549533367156982 (2.364006622550414) | > grad_norm_0: tensor(37.4364, device='cuda:0') (tensor(18.6539, device='cuda:0')) | > loss_gen: 2.4572911262512207 (2.4813345117667285) | > loss_kl: 1.9989027976989746 (1.9765771916232158) | > loss_feat: 6.100435733795166 (7.036615209481151) | > loss_mel: 17.386194229125977 (17.75071673049142) | > loss_duration: 2.055921792984009 (2.029402946688463) | > loss_1: 29.99874496459961 (31.274646670547956) | > grad_norm_1: tensor(286.8501, device='cuda:0') (tensor(187.6273, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3831 (0.3711898646403835) | > loader_time: 0.0046 (0.0038687101344472355)  --> TIME: 2024-06-11 15:01:16 -- STEP: 219/330 -- GLOBAL_STEP: 266750 | > loss_disc: 2.3825924396514893 (2.3668896847119623) | > loss_disc_real_0: 0.10391204059123993 (0.11713803450674772) | > loss_disc_real_1: 0.2094573974609375 (0.19845337859571796) | > loss_disc_real_2: 0.2071221023797989 (0.2136317544604001) | > loss_disc_real_3: 0.2350723147392273 (0.22829005163009852) | > loss_disc_real_4: 0.2143588811159134 (0.23120737381993908) | > loss_disc_real_5: 0.2355884611606598 (0.2231115911785326) | > loss_0: 2.3825924396514893 (2.3668896847119623) | > grad_norm_0: tensor(23.7438, device='cuda:0') (tensor(20.7353, device='cuda:0')) | > loss_gen: 2.3930139541625977 (2.481701923831956) | > loss_kl: 2.1495800018310547 (1.9823855972725506) | > loss_feat: 6.947355270385742 (7.025820764776778) | > loss_mel: 17.3576602935791 (17.697149834132095) | > loss_duration: 2.1047816276550293 (2.0364113049964367) | > loss_1: 30.952392578125 (31.22346948597529) | > grad_norm_1: tensor(148.3745, device='cuda:0') (tensor(205.3950, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.3976 (0.3740676320306788) | > loader_time: 0.0049 (0.003996006430011905)  --> TIME: 2024-06-11 15:01:27 -- STEP: 244/330 -- GLOBAL_STEP: 266775 | > loss_disc: 2.4299073219299316 (2.369492426270345) | > loss_disc_real_0: 0.1536625772714615 (0.11771975555380837) | > loss_disc_real_1: 0.22866807878017426 (0.19827590247646706) | > loss_disc_real_2: 0.23541772365570068 (0.2137225466917773) | > loss_disc_real_3: 0.2530171573162079 (0.2283766929854135) | > loss_disc_real_4: 0.2507363259792328 (0.2316797789125169) | > loss_disc_real_5: 0.21104849874973297 (0.2231522345396339) | > loss_0: 2.4299073219299316 (2.369492426270345) | > grad_norm_0: tensor(30.8841, device='cuda:0') (tensor(20.9054, device='cuda:0')) | > loss_gen: 2.536651372909546 (2.479306303086827) | > loss_kl: 1.9015008211135864 (1.9838274492592107) | > loss_feat: 6.841592788696289 (7.02396062553906) | > loss_mel: 16.979372024536133 (17.673368922999654) | > loss_duration: 2.0466010570526123 (2.0450153262888784) | > loss_1: 30.30571746826172 (31.205478644761882) | > grad_norm_1: tensor(382.8084, device='cuda:0') (tensor(213.6459, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.4277 (0.37806087732315075) | > loader_time: 0.0053 (0.004142097762373628)  --> TIME: 2024-06-11 15:01:38 -- STEP: 269/330 -- GLOBAL_STEP: 266800 | > loss_disc: 2.34057879447937 (2.3707066335642657) | > loss_disc_real_0: 0.11477837711572647 (0.11894296212156466) | > loss_disc_real_1: 0.20556366443634033 (0.19831595339961214) | > loss_disc_real_2: 0.19938629865646362 (0.21410865926609607) | > loss_disc_real_3: 0.20860931277275085 (0.22851665650380146) | > loss_disc_real_4: 0.21398349106311798 (0.2310203326014338) | > loss_disc_real_5: 0.20278923213481903 (0.22251261626699156) | > loss_0: 2.34057879447937 (2.3707066335642657) | > grad_norm_0: tensor(64.5040, device='cuda:0') (tensor(22.7441, device='cuda:0')) | > loss_gen: 2.297760248184204 (2.476660352657275) | > loss_kl: 1.932039737701416 (1.9829349194317503) | > loss_feat: 6.801788330078125 (7.030975184032908) | > loss_mel: 17.21888542175293 (17.648450830168894) | > loss_duration: 2.1348981857299805 (2.0527519603644158) | > loss_1: 30.385372161865234 (31.191773269256252) | > grad_norm_1: tensor(466.5634, device='cuda:0') (tensor(224.9151, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.4373 (0.3826651865664912) | > loader_time: 0.006 (0.004288702649254783)  --> TIME: 2024-06-11 15:01:49 -- STEP: 294/330 -- GLOBAL_STEP: 266825 | > loss_disc: 2.392519950866699 (2.372988306746192) | > loss_disc_real_0: 0.07084786891937256 (0.11971604900092495) | > loss_disc_real_1: 0.1892494410276413 (0.19866652918510705) | > loss_disc_real_2: 0.21255789697170258 (0.21444162488186438) | > loss_disc_real_3: 0.25449201464653015 (0.22882305445517) | > loss_disc_real_4: 0.20638059079647064 (0.23083275541359063) | > loss_disc_real_5: 0.22009627521038055 (0.22216332881223588) | > loss_0: 2.392519950866699 (2.372988306746192) | > grad_norm_0: tensor(39.6282, device='cuda:0') (tensor(26.2227, device='cuda:0')) | > loss_gen: 2.4360275268554688 (2.479580768111611) | > loss_kl: 1.9473621845245361 (1.9831722828806664) | > loss_feat: 7.2997026443481445 (7.052158209742332) | > loss_mel: 16.57428550720215 (17.602754729134706) | > loss_duration: 2.203246593475342 (2.0624094074275217) | > loss_1: 30.46062469482422 (31.180075424869045) | > grad_norm_1: tensor(542.3157, device='cuda:0') (tensor(245.4116, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.4503 (0.38822292146228604) | > loader_time: 0.0064 (0.004456498184982613)  --> TIME: 2024-06-11 15:02:02 -- STEP: 319/330 -- GLOBAL_STEP: 266850 | > loss_disc: 2.4160642623901367 (2.3782168316616916) | > loss_disc_real_0: 0.07766872644424438 (0.12138417909698426) | > loss_disc_real_1: 0.19702507555484772 (0.19933285019988187) | > loss_disc_real_2: 0.22341661155223846 (0.2145795078019737) | > loss_disc_real_3: 0.20928877592086792 (0.2289632869925245) | > loss_disc_real_4: 0.21891319751739502 (0.23070219103071757) | > loss_disc_real_5: 0.22127068042755127 (0.2226474925081558) | > loss_0: 2.4160642623901367 (2.3782168316616916) | > grad_norm_0: tensor(47.6380, device='cuda:0') (tensor(28.5268, device='cuda:0')) | > loss_gen: 2.3411834239959717 (2.4792107751003245) | > loss_kl: 1.966066837310791 (1.9837128080918123) | > loss_feat: 7.906777858734131 (7.0735449163143915) | > loss_mel: 17.181529998779297 (17.555579592068) | > loss_duration: 2.251059055328369 (2.0760969069310478) | > loss_1: 31.646615982055664 (31.16814500336363) | > grad_norm_1: tensor(521.7762, device='cuda:0') (tensor(261.3542, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.554 (0.3972645441192818) | > loader_time: 0.008 (0.004698319121214291)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.569136619567871 (2.569136619567871) | > loss_disc_real_0: 0.09895139932632446 (0.09895139932632446) | > loss_disc_real_1: 0.2696240544319153 (0.2696240544319153) | > loss_disc_real_2: 0.1839827597141266 (0.1839827597141266) | > loss_disc_real_3: 0.28270888328552246 (0.28270888328552246) | > loss_disc_real_4: 0.23922593891620636 (0.23922593891620636) | > loss_disc_real_5: 0.2297644317150116 (0.2297644317150116) | > loss_0: 2.569136619567871 (2.569136619567871) | > loss_gen: 2.1442861557006836 (2.1442861557006836) | > loss_kl: 1.9590281248092651 (1.9590281248092651) | > loss_feat: 4.966841697692871 (4.966841697692871) | > loss_mel: 15.195759773254395 (15.195759773254395) | > loss_duration: 3.0339999198913574 (3.0339999198913574) | > loss_1: 27.299915313720703 (27.299915313720703)  --> STEP: 1 | > loss_disc: 2.393228054046631 (2.393228054046631) | > loss_disc_real_0: 0.08175230771303177 (0.08175230771303177) | > loss_disc_real_1: 0.21551062166690826 (0.21551062166690826) | > loss_disc_real_2: 0.16415858268737793 (0.16415858268737793) | > loss_disc_real_3: 0.2606865167617798 (0.2606865167617798) | > loss_disc_real_4: 0.26255378127098083 (0.26255378127098083) | > loss_disc_real_5: 0.2688246965408325 (0.2688246965408325) | > loss_0: 2.393228054046631 (2.393228054046631) | > loss_gen: 2.2217254638671875 (2.2217254638671875) | > loss_kl: 2.3321969509124756 (2.3321969509124756) | > loss_feat: 5.377971649169922 (5.377971649169922) | > loss_mel: 18.28779411315918 (18.28779411315918) | > loss_duration: 2.3260979652404785 (2.3260979652404785) | > loss_1: 30.545785903930664 (30.545785903930664)  --> STEP: 2 | > loss_disc: 2.3716881275177 (2.3824580907821655) | > loss_disc_real_0: 0.04929002746939659 (0.06552116759121418) | > loss_disc_real_1: 0.27588051557540894 (0.2456955686211586) | > loss_disc_real_2: 0.24923628568649292 (0.20669743418693542) | > loss_disc_real_3: 0.29117581248283386 (0.2759311646223068) | > loss_disc_real_4: 0.2302888184785843 (0.24642129987478256) | > loss_disc_real_5: 0.26272785663604736 (0.26577627658843994) | > loss_0: 2.3716881275177 (2.3824580907821655) | > loss_gen: 2.4777231216430664 (2.349724292755127) | > loss_kl: 3.51230788230896 (2.9222524166107178) | > loss_feat: 5.8513970375061035 (5.614684343338013) | > loss_mel: 19.08624839782715 (18.687021255493164) | > loss_duration: 2.495594024658203 (2.410845994949341) | > loss_1: 33.42327117919922 (31.98452854156494)  --> STEP: 3 | > loss_disc: 2.489935874938965 (2.418284018834432) | > loss_disc_real_0: 0.2211887538433075 (0.11741036300857861) | > loss_disc_real_1: 0.1857360303401947 (0.2257090558608373) | > loss_disc_real_2: 0.19390861690044403 (0.2024344950914383) | > loss_disc_real_3: 0.2719692289829254 (0.2746105194091797) | > loss_disc_real_4: 0.24034805595874786 (0.24439688523610434) | > loss_disc_real_5: 0.2821693420410156 (0.2712406317392985) | > loss_0: 2.489935874938965 (2.418284018834432) | > loss_gen: 2.3680107593536377 (2.3558197816212973) | > loss_kl: 2.885091543197632 (2.909865458806356) | > loss_feat: 4.8588972091674805 (5.362755298614502) | > loss_mel: 16.156478881835938 (17.843507130940754) | > loss_duration: 2.3311524391174316 (2.3842814763387046) | > loss_1: 28.59963035583496 (30.856229146321613)  --> STEP: 4 | > loss_disc: 2.5208234786987305 (2.4439188838005066) | > loss_disc_real_0: 0.14167365431785583 (0.12347618583589792) | > loss_disc_real_1: 0.18386617302894592 (0.21524833515286446) | > loss_disc_real_2: 0.1845276802778244 (0.19795779138803482) | > loss_disc_real_3: 0.22799795866012573 (0.2629573792219162) | > loss_disc_real_4: 0.19072385132312775 (0.23097862675786018) | > loss_disc_real_5: 0.18632730841636658 (0.2500123009085655) | > loss_0: 2.5208234786987305 (2.4439188838005066) | > loss_gen: 2.062020778656006 (2.2823700308799744) | > loss_kl: 3.6819353103637695 (3.1028829216957092) | > loss_feat: 7.30803108215332 (5.8490742444992065) | > loss_mel: 17.719993591308594 (17.812628746032715) | > loss_duration: 2.3055808544158936 (2.3646063208580017) | > loss_1: 33.07756423950195 (31.4115629196167)  --> STEP: 5 | > loss_disc: 2.3308098316192627 (2.421297073364258) | > loss_disc_real_0: 0.17331856489181519 (0.13344466164708138) | > loss_disc_real_1: 0.20631910860538483 (0.21346248984336852) | > loss_disc_real_2: 0.20178388059139252 (0.19872300922870637) | > loss_disc_real_3: 0.28847575187683105 (0.2680610537528992) | > loss_disc_real_4: 0.21730168163776398 (0.22824323773384095) | > loss_disc_real_5: 0.2184469997882843 (0.24369924068450927) | > loss_0: 2.3308098316192627 (2.421297073364258) | > loss_gen: 2.512442111968994 (2.328384447097778) | > loss_kl: 2.588742733001709 (3.000054883956909) | > loss_feat: 5.623411655426025 (5.80394172668457) | > loss_mel: 17.986034393310547 (17.847309875488282) | > loss_duration: 2.3816866874694824 (2.368022394180298) | > loss_1: 31.092317581176758 (31.34771385192871)  --> STEP: 6 | > loss_disc: 2.4161031246185303 (2.4204314152399697) | > loss_disc_real_0: 0.10766872763633728 (0.1291486726452907) | > loss_disc_real_1: 0.1985044926404953 (0.21096949030955633) | > loss_disc_real_2: 0.18612603843212128 (0.19662351409594217) | > loss_disc_real_3: 0.307318776845932 (0.274604007601738) | > loss_disc_real_4: 0.27037087082862854 (0.23526450991630554) | > loss_disc_real_5: 0.288360059261322 (0.2511427104473114) | > loss_0: 2.4161031246185303 (2.4204314152399697) | > loss_gen: 2.5205013751983643 (2.3604039351145425) | > loss_kl: 2.956178903579712 (2.9927422205607095) | > loss_feat: 5.657137870788574 (5.779474417368571) | > loss_mel: 19.020492553710938 (18.042840321858723) | > loss_duration: 2.150712013244629 (2.3318039973576865) | > loss_1: 32.305023193359375 (31.50726540883382)  --> STEP: 7 | > loss_disc: 2.344876766204834 (2.409637893949236) | > loss_disc_real_0: 0.10483147948980331 (0.1256747879087925) | > loss_disc_real_1: 0.21405790746212006 (0.21141069275992258) | > loss_disc_real_2: 0.2289247363805771 (0.20123797442231858) | > loss_disc_real_3: 0.2847120463848114 (0.27604801314217703) | > loss_disc_real_4: 0.23179997503757477 (0.23476957636220114) | > loss_disc_real_5: 0.2871091663837433 (0.25628077558108736) | > loss_0: 2.344876766204834 (2.409637893949236) | > loss_gen: 2.542595386505127 (2.3864312853131975) | > loss_kl: 3.892329216003418 (3.1212546484810963) | > loss_feat: 7.050254821777344 (5.961014475141253) | > loss_mel: 18.3491268157959 (18.08659553527832) | > loss_duration: 2.4762754440307617 (2.35244277545384) | > loss_1: 34.31058120727539 (31.907739094325475)  --> STEP: 8 | > loss_disc: 2.2854602336883545 (2.394115686416626) | > loss_disc_real_0: 0.03152524307370186 (0.11390609480440617) | > loss_disc_real_1: 0.13272814452648163 (0.20157537423074245) | > loss_disc_real_2: 0.16686619818210602 (0.19694150239229202) | > loss_disc_real_3: 0.23481318354606628 (0.2708936594426632) | > loss_disc_real_4: 0.13558784127235413 (0.22237185947597027) | > loss_disc_real_5: 0.2813084125518799 (0.25940923020243645) | > loss_0: 2.2854602336883545 (2.394115686416626) | > loss_gen: 2.150502920150757 (2.3569402396678925) | > loss_kl: 2.7491559982299805 (3.074742317199707) | > loss_feat: 11.575522422790527 (6.662827968597412) | > loss_mel: 19.63422393798828 (18.280049085617065) | > loss_duration: 2.2453925609588623 (2.3390614986419678) | > loss_1: 38.354793548583984 (32.71362090110779)  --> STEP: 9 | > loss_disc: 2.2704789638519287 (2.3803782727983265) | > loss_disc_real_0: 0.10370092839002609 (0.1127721874250306) | > loss_disc_real_1: 0.15372495353221893 (0.1962586608197954) | > loss_disc_real_2: 0.14911891520023346 (0.1916278815931744) | > loss_disc_real_3: 0.25991934537887573 (0.26967429121335346) | > loss_disc_real_4: 0.22037295997142792 (0.22214975953102112) | > loss_disc_real_5: 0.30140039324760437 (0.2640749149852329) | > loss_0: 2.2704789638519287 (2.3803782727983265) | > loss_gen: 2.4508447647094727 (2.3673740757836237) | > loss_kl: 3.0603511333465576 (3.0731432967715793) | > loss_feat: 8.86229133605957 (6.907212787204319) | > loss_mel: 20.320308685302734 (18.506744596693252) | > loss_duration: 2.1806554794311523 (2.321460829840766) | > loss_1: 36.87445068359375 (33.175935321384)  --> STEP: 10 | > loss_disc: 2.5335474014282227 (2.395695185661316) | > loss_disc_real_0: 0.1700206845998764 (0.11849703714251518) | > loss_disc_real_1: 0.29236358404159546 (0.2058691531419754) | > loss_disc_real_2: 0.1789398193359375 (0.19035907536745073) | > loss_disc_real_3: 0.30311334133148193 (0.2730181962251663) | > loss_disc_real_4: 0.2620803713798523 (0.22614282071590425) | > loss_disc_real_5: 0.3141993284225464 (0.26908735632896424) | > loss_0: 2.5335474014282227 (2.395695185661316) | > loss_gen: 2.437622547149658 (2.374398922920227) | > loss_kl: 2.551124334335327 (3.020941400527954) | > loss_feat: 5.33616828918457 (6.750108337402343) | > loss_mel: 15.93115234375 (18.249185371398926) | > loss_duration: 2.3473098278045654 (2.324045729637146) | > loss_1: 28.603376388549805 (32.718679428100586)  --> STEP: 11 | > loss_disc: 2.3377411365509033 (2.3904266357421875) | > loss_disc_real_0: 0.10624133795499802 (0.11738288267092271) | > loss_disc_real_1: 0.17776590585708618 (0.20331431247971274) | > loss_disc_real_2: 0.19270257651805878 (0.1905721209265969) | > loss_disc_real_3: 0.29558464884757996 (0.27506969191811304) | > loss_disc_real_4: 0.2751847803592682 (0.2306011806834828) | > loss_disc_real_5: 0.25265929102897644 (0.26759389584714716) | > loss_0: 2.3377411365509033 (2.3904266357421875) | > loss_gen: 2.521721839904785 (2.3877919153733687) | > loss_kl: 3.7426083087921143 (3.0865474830974233) | > loss_feat: 7.473423957824707 (6.815864302895286) | > loss_mel: 17.237197875976562 (18.15718650817871) | > loss_duration: 2.4555134773254395 (2.3359973430633545) | > loss_1: 33.43046569824219 (32.783387270840734)  --> STEP: 12 | > loss_disc: 2.594517946243286 (2.4074342449506125) | > loss_disc_real_0: 0.14297090470790863 (0.11951521784067154) | > loss_disc_real_1: 0.23581106960773468 (0.20602237557371458) | > loss_disc_real_2: 0.2414221167564392 (0.19480962057908377) | > loss_disc_real_3: 0.2677595317363739 (0.2744605119029681) | > loss_disc_real_4: 0.23152664303779602 (0.23067830254634222) | > loss_disc_real_5: 0.279066264629364 (0.26854992657899857) | > loss_0: 2.594517946243286 (2.4074342449506125) | > loss_gen: 2.148590326309204 (2.3678584496180215) | > loss_kl: 2.1676697731018066 (3.0099743405977883) | > loss_feat: 5.835103511810303 (6.734134236971538) | > loss_mel: 15.639471054077148 (17.947376887003582) | > loss_duration: 2.23972487449646 (2.3279746373494468) | > loss_1: 28.030559539794922 (32.38731829325358)  --> STEP: 13 | > loss_disc: 2.335139036178589 (2.401873075045072) | > loss_disc_real_0: 0.14170336723327637 (0.1212219985631796) | > loss_disc_real_1: 0.2590460479259491 (0.21010111960080954) | > loss_disc_real_2: 0.2395942658185959 (0.19825459328981546) | > loss_disc_real_3: 0.2527748942375183 (0.2727923874671643) | > loss_disc_real_4: 0.22719882428646088 (0.2304106503725052) | > loss_disc_real_5: 0.24554747343063354 (0.2667805071060474) | > loss_0: 2.335139036178589 (2.401873075045072) | > loss_gen: 2.739137887954712 (2.3964184064131517) | > loss_kl: 3.0156943798065186 (3.010414343613845) | > loss_feat: 7.661087989807129 (6.805438371805044) | > loss_mel: 17.43191146850586 (17.907725700965294) | > loss_duration: 2.240877151489258 (2.3212748307448168) | > loss_1: 33.088706970214844 (32.44127126840445)  --> STEP: 14 | > loss_disc: 2.626896858215332 (2.4179462024143765) | > loss_disc_real_0: 0.16914227604866028 (0.12464487552642822) | > loss_disc_real_1: 0.15143941342830658 (0.20591099773134505) | > loss_disc_real_2: 0.225899800658226 (0.20022925095898764) | > loss_disc_real_3: 0.34082138538360596 (0.27765160160405294) | > loss_disc_real_4: 0.20962652564048767 (0.22892607003450394) | > loss_disc_real_5: 0.28945615887641907 (0.26840019651821684) | > loss_0: 2.626896858215332 (2.4179462024143765) | > loss_gen: 2.2047438621520996 (2.3827273675373624) | > loss_kl: 3.4939699172973633 (3.0449540274483815) | > loss_feat: 5.9593963623046875 (6.745006799697876) | > loss_mel: 18.286794662475586 (17.934802055358887) | > loss_duration: 2.346818208694458 (2.32309935774122) | > loss_1: 32.291725158691406 (32.430589403424946)  --> STEP: 15 | > loss_disc: 2.4448401927948 (2.4197391351064046) | > loss_disc_real_0: 0.17362704873085022 (0.12791035374005635) | > loss_disc_real_1: 0.19254574179649353 (0.2050199806690216) | > loss_disc_real_2: 0.14925344288349152 (0.19683086375395456) | > loss_disc_real_3: 0.2928520441055298 (0.27866496443748473) | > loss_disc_real_4: 0.231109157204628 (0.22907160917917888) | > loss_disc_real_5: 0.23474517464637756 (0.26615652839342757) | > loss_0: 2.4448401927948 (2.4197391351064046) | > loss_gen: 2.2954583168029785 (2.3769094308217364) | > loss_kl: 4.087985038757324 (3.1144894282023112) | > loss_feat: 6.391010761260986 (6.721407063802084) | > loss_mel: 18.168027877807617 (17.950350443522137) | > loss_duration: 2.380204439163208 (2.326906363169352) | > loss_1: 33.32268524169922 (32.4900624593099)  --> STEP: 16 | > loss_disc: 2.8245296478271484 (2.445038542151451) | > loss_disc_real_0: 0.18784953653812408 (0.1316565526649356) | > loss_disc_real_1: 0.5080284476280212 (0.22395800985395908) | > loss_disc_real_2: 0.23388874530792236 (0.19914698135107756) | > loss_disc_real_3: 0.28458359837532043 (0.27903487905859947) | > loss_disc_real_4: 0.23102812469005585 (0.22919389139860868) | > loss_disc_real_5: 0.27482813596725464 (0.2666985038667917) | > loss_0: 2.8245296478271484 (2.445038542151451) | > loss_gen: 2.533933162689209 (2.3867234140634537) | > loss_kl: 3.06996750831604 (3.1117068082094193) | > loss_feat: 7.2233195304870605 (6.752776592969894) | > loss_mel: 18.2191219329834 (17.967148661613464) | > loss_duration: 2.372174024581909 (2.329735592007637) | > loss_1: 33.41851806640625 (32.54809093475342)  --> STEP: 17 | > loss_disc: 2.5938732624053955 (2.453793525695801) | > loss_disc_real_0: 0.20691733062267303 (0.13608365725068486) | > loss_disc_real_1: 0.2119545042514801 (0.22325192128910737) | > loss_disc_real_2: 0.22609010338783264 (0.20073187088265138) | > loss_disc_real_3: 0.31779247522354126 (0.28131473765653725) | > loss_disc_real_4: 0.2621803283691406 (0.23113427004393408) | > loss_disc_real_5: 0.30140310525894165 (0.2687399510075064) | > loss_0: 2.5938732624053955 (2.453793525695801) | > loss_gen: 2.4478600025177 (2.390319683972527) | > loss_kl: 2.541327953338623 (3.078155110864078) | > loss_feat: 5.76162052154541 (6.694473294650807) | > loss_mel: 16.46786117553711 (17.878955280079563) | > loss_duration: 2.4354753494262695 (2.3359555777381447) | > loss_1: 29.654144287109375 (32.37785877900965)  --> STEP: 18 | > loss_disc: 2.2567193508148193 (2.442844960424635) | > loss_disc_real_0: 0.0813874900341034 (0.1330449812942081) | > loss_disc_real_1: 0.1723310351371765 (0.22042298316955566) | > loss_disc_real_2: 0.13398490846157074 (0.19702370630370247) | > loss_disc_real_3: 0.23385003209114075 (0.2786778095695708) | > loss_disc_real_4: 0.1426853984594345 (0.22622044384479523) | > loss_disc_real_5: 0.21265168488025665 (0.26562393622265923) | > loss_0: 2.2567193508148193 (2.442844960424635) | > loss_gen: 2.4114432334899902 (2.391493214501275) | > loss_kl: 2.9566140174865723 (3.071402827898661) | > loss_feat: 10.898529052734375 (6.928031947877672) | > loss_mel: 19.542339324951172 (17.97136550479465) | > loss_duration: 2.2589516639709473 (2.3316775825288563) | > loss_1: 38.06787872314453 (32.69397099812826)  --> STEP: 19 | > loss_disc: 2.477081060409546 (2.444646860423841) | > loss_disc_real_0: 0.17637935280799866 (0.13532573768967077) | > loss_disc_real_1: 0.24807949364185333 (0.22187858898388713) | > loss_disc_real_2: 0.2695702910423279 (0.20084194760573537) | > loss_disc_real_3: 0.26526108384132385 (0.27797166611018936) | > loss_disc_real_4: 0.2544371485710144 (0.2277055335672278) | > loss_disc_real_5: 0.2346186488866806 (0.2639920789944498) | > loss_0: 2.477081060409546 (2.444646860423841) | > loss_gen: 2.560610294342041 (2.4003941134402624) | > loss_kl: 1.7426403760910034 (3.001467962014048) | > loss_feat: 7.871869087219238 (6.977707586790386) | > loss_mel: 17.893003463745117 (17.967241186844674) | > loss_duration: 2.3305535316467285 (2.3316184219561125) | > loss_1: 32.398677825927734 (32.67842925222296)  --> STEP: 20 | > loss_disc: 2.204721450805664 (2.432650589942932) | > loss_disc_real_0: 0.10586417466402054 (0.13385265953838826) | > loss_disc_real_1: 0.1762782633304596 (0.21959857270121574) | > loss_disc_real_2: 0.1368008255958557 (0.1976398915052414) | > loss_disc_real_3: 0.2463604360818863 (0.27639110460877425) | > loss_disc_real_4: 0.21904665231704712 (0.2272725895047188) | > loss_disc_real_5: 0.2080288529396057 (0.26119391769170763) | > loss_0: 2.204721450805664 (2.432650589942932) | > loss_gen: 2.3623101711273193 (2.398489916324615) | > loss_kl: 1.761575698852539 (2.939473348855972) | > loss_feat: 6.545531272888184 (6.9560987710952755) | > loss_mel: 19.09449577331543 (18.023603916168213) | > loss_duration: 2.3542919158935547 (2.3327520966529844) | > loss_1: 32.11820602416992 (32.65041809082031)  --> STEP: 21 | > loss_disc: 2.5350468158721924 (2.437526600701468) | > loss_disc_real_0: 0.12181270867586136 (0.1332793285449346) | > loss_disc_real_1: 0.25070202350616455 (0.2210796894062133) | > loss_disc_real_2: 0.22519055008888245 (0.19895182762827193) | > loss_disc_real_3: 0.3030936121940613 (0.27766265258902606) | > loss_disc_real_4: 0.26864874362945557 (0.22924288255827768) | > loss_disc_real_5: 0.2347549945116043 (0.25993492134979795) | > loss_0: 2.5350468158721924 (2.437526600701468) | > loss_gen: 2.2726197242736816 (2.3924960976555227) | > loss_kl: 2.1859400272369385 (2.9035908097312566) | > loss_feat: 5.511073112487793 (6.8872880254473) | > loss_mel: 16.700986862182617 (17.960622151692707) | > loss_duration: 2.1733524799346924 (2.325161638714018) | > loss_1: 28.843971252441406 (32.46915871756418)  --> STEP: 22 | > loss_disc: 2.490194797515869 (2.4399206096475776) | > loss_disc_real_0: 0.1705380082130432 (0.13497290489348499) | > loss_disc_real_1: 0.22630344331264496 (0.22131713276559656) | > loss_disc_real_2: 0.1849202811717987 (0.1983140300620686) | > loss_disc_real_3: 0.3353429138660431 (0.2802844826470723) | > loss_disc_real_4: 0.200058251619339 (0.22791630842468955) | > loss_disc_real_5: 0.2584932744503021 (0.2598693919452754) | > loss_0: 2.490194797515869 (2.4399206096475776) | > loss_gen: 2.3748557567596436 (2.391694263978437) | > loss_kl: 2.4151344299316406 (2.8813882470130925) | > loss_feat: 7.627936363220215 (6.920953858982433) | > loss_mel: 16.98949432373047 (17.916479977694426) | > loss_duration: 2.1799745559692383 (2.318562225861983) | > loss_1: 31.58739471435547 (32.42907853560015)  --> STEP: 23 | > loss_disc: 2.6531801223754883 (2.449192762374878) | > loss_disc_real_0: 0.21507245302200317 (0.138455493942551) | > loss_disc_real_1: 0.23812900483608246 (0.2220480837251829) | > loss_disc_real_2: 0.23433110117912292 (0.19987998967585358) | > loss_disc_real_3: 0.32818421721458435 (0.2823670798021815) | > loss_disc_real_4: 0.26341116428375244 (0.2294595630272575) | > loss_disc_real_5: 0.3313063085079193 (0.2629753448393034) | > loss_0: 2.6531801223754883 (2.449192762374878) | > loss_gen: 2.338050365447998 (2.38936192056407) | > loss_kl: 2.7652759552001953 (2.876339886499488) | > loss_feat: 4.736926078796387 (6.825996129409127) | > loss_mel: 15.112605094909668 (17.794572374095086) | > loss_duration: 2.271904230117798 (2.316533617351366) | > loss_1: 27.224761962890625 (32.20280390200408)  --> STEP: 24 | > loss_disc: 2.5901036262512207 (2.4550640483697257) | > loss_disc_real_0: 0.23165449500083923 (0.142338785653313) | > loss_disc_real_1: 0.20109759271144867 (0.22117514659961066) | > loss_disc_real_2: 0.18678031861782074 (0.19933417004843554) | > loss_disc_real_3: 0.2918057441711426 (0.28276035748422157) | > loss_disc_real_4: 0.2449105829000473 (0.23010335552195707) | > loss_disc_real_5: 0.21802997589111328 (0.2611026211331288) | > loss_0: 2.5901036262512207 (2.4550640483697257) | > loss_gen: 2.169492721557617 (2.3802007039388013) | > loss_kl: 2.6597042083740234 (2.867313399910927) | > loss_feat: 4.991986274719238 (6.749579052130382) | > loss_mel: 17.386640548706055 (17.777575214703877) | > loss_duration: 2.4335744380950928 (2.321410318215688) | > loss_1: 29.64139747619629 (32.096078634262085)  --> STEP: 25 | > loss_disc: 2.8233397006988525 (2.4697950744628905) | > loss_disc_real_0: 0.2959546446800232 (0.14848342001438142) | > loss_disc_real_1: 0.25082623958587646 (0.2223611903190613) | > loss_disc_real_2: 0.27743834257125854 (0.20245833694934845) | > loss_disc_real_3: 0.2806030809879303 (0.28267406642436993) | > loss_disc_real_4: 0.26926830410957336 (0.23166995346546174) | > loss_disc_real_5: 0.25671064853668213 (0.26092694222927093) | > loss_0: 2.8233397006988525 (2.4697950744628905) | > loss_gen: 2.241807460784912 (2.3746649742126458) | > loss_kl: 3.0594863891601562 (2.875000319480896) | > loss_feat: 5.002608299255371 (6.679700222015381) | > loss_mel: 12.832409858703613 (17.57976860046387) | > loss_duration: 2.354675769805908 (2.322740936279297) | > loss_1: 25.49098777770996 (31.831875)  --> STEP: 26 | > loss_disc: 2.53731632232666 (2.472392045534574) | > loss_disc_real_0: 0.1078309565782547 (0.14691986372837654) | > loss_disc_real_1: 0.24632026255130768 (0.2232826930972246) | > loss_disc_real_2: 0.10883547365665436 (0.19885745759193713) | > loss_disc_real_3: 0.163487508893013 (0.27808996805777925) | > loss_disc_real_4: 0.16221748292446136 (0.2289987045985002) | > loss_disc_real_5: 0.21592660248279572 (0.2591961599313296) | > loss_0: 2.53731632232666 (2.472392045534574) | > loss_gen: 2.045494794845581 (2.362004582698528) | > loss_kl: 2.46476411819458 (2.859222004046807) | > loss_feat: 15.874682426452637 (7.033353383724506) | > loss_mel: 20.216354370117188 (17.681175745450535) | > loss_duration: 2.348356246948242 (2.3237261405357947) | > loss_1: 42.94965362548828 (32.25948187021109) --> EVAL PERFORMANCE | > avg_loader_time: 0.002245572897104117 (-0.00018747953268197833) | > avg_loss_disc: 2.472392045534574 (+0.026946251208965766) | > avg_loss_disc_real_0: 0.14691986372837654 (+0.059015918809633985) | > avg_loss_disc_real_1: 0.2232826930972246 (+0.03466810887822738) | > avg_loss_disc_real_2: 0.19885745759193713 (+0.008355746762110622) | > avg_loss_disc_real_3: 0.27808996805777925 (+0.020077986785998814) | > avg_loss_disc_real_4: 0.2289987045985002 (-0.01515996513458398) | > avg_loss_disc_real_5: 0.2591961599313296 (+0.01788918759960398) | > avg_loss_0: 2.472392045534574 (+0.026946251208965766) | > avg_loss_gen: 2.362004582698528 (+0.18739531131891018) | > avg_loss_kl: 2.859222004046807 (+0.09631282091140747) | > avg_loss_feat: 7.033353383724506 (+0.0024240567133979596) | > avg_loss_mel: 17.681175745450535 (-0.18194451698889935) | > avg_loss_duration: 2.3237261405357947 (-0.009575834641089909) | > avg_loss_1: 32.25948187021109 (+0.0946117547842178)  > EPOCH: 542/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:02:28)   --> TIME: 2024-06-11 15:02:34 -- STEP: 14/330 -- GLOBAL_STEP: 266875 | > loss_disc: 2.3777527809143066 (2.3575992924826488) | > loss_disc_real_0: 0.11820724606513977 (0.10771801535572324) | > loss_disc_real_1: 0.2998194396495819 (0.22281736454793385) | > loss_disc_real_2: 0.19603396952152252 (0.20212276386363165) | > loss_disc_real_3: 0.2231561690568924 (0.23689899487154825) | > loss_disc_real_4: 0.22195903956890106 (0.23014567685978754) | > loss_disc_real_5: 0.20206189155578613 (0.22509111676897323) | > loss_0: 2.3777527809143066 (2.3575992924826488) | > grad_norm_0: tensor(11.8418, device='cuda:0') (tensor(9.7946, device='cuda:0')) | > loss_gen: 2.5236713886260986 (2.4957386425563266) | > loss_kl: 1.9062787294387817 (1.8865026661327906) | > loss_feat: 6.557032585144043 (6.782789060047695) | > loss_mel: 16.69505500793457 (17.715072495596747) | > loss_duration: 2.049452543258667 (2.100569793156215) | > loss_1: 29.731491088867188 (30.98067201886858) | > grad_norm_1: tensor(107.5505, device='cuda:0') (tensor(98.4995, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.356 (0.35921566826956614) | > loader_time: 0.0028 (0.002965297017778669)  --> TIME: 2024-06-11 15:02:43 -- STEP: 39/330 -- GLOBAL_STEP: 266900 | > loss_disc: 2.3741250038146973 (2.3412385842739005) | > loss_disc_real_0: 0.1099432185292244 (0.10562630398915364) | > loss_disc_real_1: 0.18606197834014893 (0.20499754334107423) | > loss_disc_real_2: 0.23546235263347626 (0.2096795359483132) | > loss_disc_real_3: 0.2381865382194519 (0.23120371042153773) | > loss_disc_real_4: 0.21123120188713074 (0.22999272094323084) | > loss_disc_real_5: 0.2267215996980667 (0.22097777250485542) | > loss_0: 2.3741250038146973 (2.3412385842739005) | > grad_norm_0: tensor(23.6309, device='cuda:0') (tensor(10.1499, device='cuda:0')) | > loss_gen: 2.4942028522491455 (2.508547550592666) | > loss_kl: 1.994539499282837 (1.8960909996277246) | > loss_feat: 7.361586570739746 (7.025394011766482) | > loss_mel: 17.942501068115234 (17.716876885829826) | > loss_duration: 2.0106024742126465 (2.0388403275074105) | > loss_1: 31.80343246459961 (31.185749591925205) | > grad_norm_1: tensor(174.3669, device='cuda:0') (tensor(104.1993, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3533 (0.35318387471712553) | > loader_time: 0.0032 (0.003135387714092548)  --> TIME: 2024-06-11 15:02:52 -- STEP: 64/330 -- GLOBAL_STEP: 266925 | > loss_disc: 2.2973055839538574 (2.3592371456325045) | > loss_disc_real_0: 0.06558367609977722 (0.1077205641195178) | > loss_disc_real_1: 0.1748618334531784 (0.2019405928440392) | > loss_disc_real_2: 0.2320144921541214 (0.21230608667246997) | > loss_disc_real_3: 0.21740148961544037 (0.2315665171481669) | > loss_disc_real_4: 0.22904515266418457 (0.23256278247572482) | > loss_disc_real_5: 0.2260494828224182 (0.22356221987865865) | > loss_0: 2.2973055839538574 (2.3592371456325045) | > grad_norm_0: tensor(16.6903, device='cuda:0') (tensor(10.0608, device='cuda:0')) | > loss_gen: 2.4329326152801514 (2.4722057580947867) | > loss_kl: 2.1512041091918945 (1.9221445452421904) | > loss_feat: 6.535385608673096 (6.882343001663685) | > loss_mel: 18.058547973632812 (17.68587891757488) | > loss_duration: 2.023442506790161 (2.0200696382671595) | > loss_1: 31.201513290405273 (30.9826417863369) | > grad_norm_1: tensor(114.6243, device='cuda:0') (tensor(104.9781, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3593 (0.3566131368279457) | > loader_time: 0.0034 (0.0033024773001670837)  --> TIME: 2024-06-11 15:03:02 -- STEP: 89/330 -- GLOBAL_STEP: 266950 | > loss_disc: 2.3549699783325195 (2.355470263556147) | > loss_disc_real_0: 0.08024933189153671 (0.10941103268205447) | > loss_disc_real_1: 0.15421578288078308 (0.200559765937623) | > loss_disc_real_2: 0.19858627021312714 (0.21111876659848716) | > loss_disc_real_3: 0.23608645796775818 (0.23017241412334227) | > loss_disc_real_4: 0.22594326734542847 (0.2312421380134111) | > loss_disc_real_5: 0.2333766222000122 (0.22244183936815584) | > loss_0: 2.3549699783325195 (2.355470263556147) | > grad_norm_0: tensor(8.4453, device='cuda:0') (tensor(9.4009, device='cuda:0')) | > loss_gen: 2.417613983154297 (2.4741251897276104) | > loss_kl: 1.8085201978683472 (1.933375396085589) | > loss_feat: 6.884523391723633 (6.940192442261771) | > loss_mel: 17.482629776000977 (17.660364954659098) | > loss_duration: 2.012622356414795 (2.012071866667672) | > loss_1: 30.605911254882812 (31.020129728853032) | > grad_norm_1: tensor(113.1427, device='cuda:0') (tensor(98.4731, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3648 (0.36244267292237015) | > loader_time: 0.0033 (0.0033907059873088024)  --> TIME: 2024-06-11 15:03:12 -- STEP: 114/330 -- GLOBAL_STEP: 266975 | > loss_disc: 2.351456642150879 (2.3509283023968077) | > loss_disc_real_0: 0.1426357626914978 (0.11059824050518503) | > loss_disc_real_1: 0.19115306437015533 (0.19931663598930627) | > loss_disc_real_2: 0.20195642113685608 (0.2114099742550599) | > loss_disc_real_3: 0.21957717835903168 (0.2294475038846334) | > loss_disc_real_4: 0.22969579696655273 (0.2298833513469027) | > loss_disc_real_5: 0.2011760175228119 (0.22200844554524674) | > loss_0: 2.351456642150879 (2.3509283023968077) | > grad_norm_0: tensor(11.3703, device='cuda:0') (tensor(9.2141, device='cuda:0')) | > loss_gen: 2.453916311264038 (2.4698365194755687) | > loss_kl: 2.028946876525879 (1.945255946694759) | > loss_feat: 6.9341511726379395 (6.937376415520384) | > loss_mel: 18.156387329101562 (17.66025408527307) | > loss_duration: 2.0229852199554443 (2.012041678554134) | > loss_1: 31.59638786315918 (31.024764512714587) | > grad_norm_1: tensor(182.1079, device='cuda:0') (tensor(95.4065, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3617 (0.36405655375698154) | > loader_time: 0.0039 (0.003476699193318685)  --> TIME: 2024-06-11 15:03:21 -- STEP: 139/330 -- GLOBAL_STEP: 267000 | > loss_disc: 2.391940116882324 (2.356591674063703) | > loss_disc_real_0: 0.14439672231674194 (0.11243590685746653) | > loss_disc_real_1: 0.19962307810783386 (0.19925141012925893) | > loss_disc_real_2: 0.1921684294939041 (0.21107642245378425) | > loss_disc_real_3: 0.21859769523143768 (0.23048185262319854) | > loss_disc_real_4: 0.2114293873310089 (0.23040258466339797) | > loss_disc_real_5: 0.19988204538822174 (0.22256484724206033) | > loss_0: 2.391940116882324 (2.356591674063703) | > grad_norm_0: tensor(4.8195, device='cuda:0') (tensor(9.0037, device='cuda:0')) | > loss_gen: 2.3845860958099365 (2.4666204726953302) | > loss_kl: 2.0363521575927734 (1.956010273892245) | > loss_feat: 6.643081188201904 (6.934828850862791) | > loss_mel: 17.251216888427734 (17.664490178334628) | > loss_duration: 2.082137107849121 (2.0166174593589297) | > loss_1: 30.39737319946289 (31.03856712451084) | > grad_norm_1: tensor(71.2929, device='cuda:0') (tensor(91.7480, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3916 (0.3685265993900436) | > loader_time: 0.0046 (0.003606940344940844) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_267000.pth  --> TIME: 2024-06-11 15:03:37 -- STEP: 164/330 -- GLOBAL_STEP: 267025 | > loss_disc: 2.379486322402954 (2.358320849697765) | > loss_disc_real_0: 0.15124395489692688 (0.1136238298765043) | > loss_disc_real_1: 0.25142794847488403 (0.1990214244621556) | > loss_disc_real_2: 0.2283841222524643 (0.21207668813990382) | > loss_disc_real_3: 0.22517535090446472 (0.23039153554454084) | > loss_disc_real_4: 0.23528288304805756 (0.2299875552516158) | > loss_disc_real_5: 0.22572679817676544 (0.222475258224621) | > loss_0: 2.379486322402954 (2.358320849697765) | > grad_norm_0: tensor(39.0159, device='cuda:0') (tensor(10.0314, device='cuda:0')) | > loss_gen: 2.432382583618164 (2.4691850005126597) | > loss_kl: 1.844592809677124 (1.9634634656150167) | > loss_feat: 6.480565071105957 (6.962841525310424) | > loss_mel: 17.768653869628906 (17.680029653921356) | > loss_duration: 2.086973190307617 (2.0196500863970797) | > loss_1: 30.61316680908203 (31.09516964889154) | > grad_norm_1: tensor(256.4366, device='cuda:0') (tensor(103.6982, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3726 (0.3735333666568849) | > loader_time: 0.0043 (0.0037524496636739593)  --> TIME: 2024-06-11 15:03:47 -- STEP: 189/330 -- GLOBAL_STEP: 267050 | > loss_disc: 2.47763729095459 (2.365524570777934) | > loss_disc_real_0: 0.14477211236953735 (0.11571717723494485) | > loss_disc_real_1: 0.19030584394931793 (0.19969064588584598) | > loss_disc_real_2: 0.22121836245059967 (0.21286961105134752) | > loss_disc_real_3: 0.24312451481819153 (0.23010722796122232) | > loss_disc_real_4: 0.242729052901268 (0.2298417972824561) | > loss_disc_real_5: 0.2527633309364319 (0.22211344705687625) | > loss_0: 2.47763729095459 (2.365524570777934) | > grad_norm_0: tensor(12.0562, device='cuda:0') (tensor(12.5542, device='cuda:0')) | > loss_gen: 2.5218982696533203 (2.4667435323119817) | > loss_kl: 2.0390398502349854 (1.969943296341669) | > loss_feat: 7.104465007781982 (6.960007087263481) | > loss_mel: 18.085607528686523 (17.65931508402345) | > loss_duration: 2.109842300415039 (2.026866128204993) | > loss_1: 31.86085319519043 (31.082875085255456) | > grad_norm_1: tensor(286.1718, device='cuda:0') (tensor(125.4805, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.3966 (0.37556064444244214) | > loader_time: 0.0048 (0.0038645065650738104)  --> TIME: 2024-06-11 15:03:57 -- STEP: 214/330 -- GLOBAL_STEP: 267075 | > loss_disc: 2.5276029109954834 (2.366077573499947) | > loss_disc_real_0: 0.11761967837810516 (0.1167480576887866) | > loss_disc_real_1: 0.23618021607398987 (0.19950284321452968) | > loss_disc_real_2: 0.2751205265522003 (0.2129288221770358) | > loss_disc_real_3: 0.23912353813648224 (0.2303307151822286) | > loss_disc_real_4: 0.2451421022415161 (0.22973580797699011) | > loss_disc_real_5: 0.2493465393781662 (0.22243225651088158) | > loss_0: 2.5276029109954834 (2.366077573499947) | > grad_norm_0: tensor(58.5850, device='cuda:0') (tensor(15.6306, device='cuda:0')) | > loss_gen: 2.3732213973999023 (2.4714937354916757) | > loss_kl: 1.8082683086395264 (1.9744901540123414) | > loss_feat: 6.148611068725586 (6.9728365991717185) | > loss_mel: 17.041166305541992 (17.634494465088174) | > loss_duration: 2.14677095413208 (2.0342028497535494) | > loss_1: 29.51803970336914 (31.087517800732194) | > grad_norm_1: tensor(275.1044, device='cuda:0') (tensor(150.8958, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.384 (0.37764155530483917) | > loader_time: 0.0047 (0.003986484536500738)  --> TIME: 2024-06-11 15:04:07 -- STEP: 239/330 -- GLOBAL_STEP: 267100 | > loss_disc: 2.3485107421875 (2.365241674199763) | > loss_disc_real_0: 0.15408241748809814 (0.11732654703710867) | > loss_disc_real_1: 0.1827818602323532 (0.200352732232425) | > loss_disc_real_2: 0.22596852481365204 (0.21298901817788637) | > loss_disc_real_3: 0.2168346494436264 (0.23014421517878897) | > loss_disc_real_4: 0.25627225637435913 (0.2294533588148061) | > loss_disc_real_5: 0.25771450996398926 (0.2221378776318857) | > loss_0: 2.3485107421875 (2.365241674199763) | > grad_norm_0: tensor(56.4175, device='cuda:0') (tensor(18.2529, device='cuda:0')) | > loss_gen: 2.3983354568481445 (2.4785509578353717) | > loss_kl: 2.021648406982422 (1.976264958102334) | > loss_feat: 6.8995866775512695 (6.986153706347094) | > loss_mel: 17.625587463378906 (17.60680774864292) | > loss_duration: 2.07327938079834 (2.042375877811321) | > loss_1: 31.018436431884766 (31.090153259213498) | > grad_norm_1: tensor(398.7576, device='cuda:0') (tensor(171.4018, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.4004 (0.38015289286689274) | > loader_time: 0.0052 (0.0041115752822684475)  --> TIME: 2024-06-11 15:04:18 -- STEP: 264/330 -- GLOBAL_STEP: 267125 | > loss_disc: 2.471984624862671 (2.366954152331208) | > loss_disc_real_0: 0.10165426135063171 (0.11807178381378904) | > loss_disc_real_1: 0.23259975016117096 (0.20026508871127258) | > loss_disc_real_2: 0.1873922199010849 (0.21273410201750018) | > loss_disc_real_3: 0.2298901081085205 (0.23008237034082413) | > loss_disc_real_4: 0.24633005261421204 (0.22977571042649675) | > loss_disc_real_5: 0.25091278553009033 (0.2226069907121586) | > loss_0: 2.471984624862671 (2.366954152331208) | > grad_norm_0: tensor(54.7419, device='cuda:0') (tensor(20.1728, device='cuda:0')) | > loss_gen: 2.323871612548828 (2.478860576044432) | > loss_kl: 1.8807283639907837 (1.978639987833572) | > loss_feat: 6.701694965362549 (7.0010035814660965) | > loss_mel: 17.23184585571289 (17.577484788316667) | > loss_duration: 2.166240692138672 (2.050368600722517) | > loss_1: 30.30438232421875 (31.08635752851313) | > grad_norm_1: tensor(408.0089, device='cuda:0') (tensor(189.9660, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.4335 (0.3841034426833643) | > loader_time: 0.0056 (0.004250363870100542)  --> TIME: 2024-06-11 15:04:29 -- STEP: 289/330 -- GLOBAL_STEP: 267150 | > loss_disc: 2.4162437915802 (2.3678593305567963) | > loss_disc_real_0: 0.1343202292919159 (0.11855172190596075) | > loss_disc_real_1: 0.19749127328395844 (0.20037239851836108) | > loss_disc_real_2: 0.2380712330341339 (0.2132479416973451) | > loss_disc_real_3: 0.24809424579143524 (0.22979090107559746) | > loss_disc_real_4: 0.22404815256595612 (0.22931714412662815) | > loss_disc_real_5: 0.19287727773189545 (0.22210384312385506) | > loss_0: 2.4162437915802 (2.3678593305567963) | > grad_norm_0: tensor(53.7105, device='cuda:0') (tensor(21.6214, device='cuda:0')) | > loss_gen: 2.452277421951294 (2.4777030243593128) | > loss_kl: 1.9705307483673096 (1.9805343501708086) | > loss_feat: 6.499464511871338 (7.00799442245061) | > loss_mel: 16.67662239074707 (17.532356420602767) | > loss_duration: 2.1891398429870605 (2.05988609089571) | > loss_1: 29.788036346435547 (31.058474319616405) | > grad_norm_1: tensor(379.5441, device='cuda:0') (tensor(209.0098, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.4531 (0.3897419784308305) | > loader_time: 0.0078 (0.004411295623515304)  --> TIME: 2024-06-11 15:04:42 -- STEP: 314/330 -- GLOBAL_STEP: 267175 | > loss_disc: 2.3922529220581055 (2.3655189943921022) | > loss_disc_real_0: 0.14838923513889313 (0.11901182847417843) | > loss_disc_real_1: 0.21791985630989075 (0.20009224273406775) | > loss_disc_real_2: 0.19521179795265198 (0.2128688932699003) | > loss_disc_real_3: 0.22130289673805237 (0.22972191590222585) | > loss_disc_real_4: 0.2422153353691101 (0.22923720898521938) | > loss_disc_real_5: 0.22954639792442322 (0.22219326299656728) | > loss_0: 2.3922529220581055 (2.3655189943921022) | > grad_norm_0: tensor(94.4912, device='cuda:0') (tensor(23.6286, device='cuda:0')) | > loss_gen: 2.4021449089050293 (2.479568019034759) | > loss_kl: 1.9497783184051514 (1.9848628594617175) | > loss_feat: 6.899957180023193 (7.025865012673056) | > loss_mel: 16.560100555419922 (17.48644997359841) | > loss_duration: 2.251568555831909 (2.0727007305546183) | > loss_1: 30.063549041748047 (31.049446597980086) | > grad_norm_1: tensor(391.0878, device='cuda:0') (tensor(225.6641, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.5381 (0.3988234442510424) | > loader_time: 0.0081 (0.004622608233409322)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5291037559509277 (2.5291037559509277) | > loss_disc_real_0: 0.1441364586353302 (0.1441364586353302) | > loss_disc_real_1: 0.2509099245071411 (0.2509099245071411) | > loss_disc_real_2: 0.2962493896484375 (0.2962493896484375) | > loss_disc_real_3: 0.2513982355594635 (0.2513982355594635) | > loss_disc_real_4: 0.2748953700065613 (0.2748953700065613) | > loss_disc_real_5: 0.2678549885749817 (0.2678549885749817) | > loss_0: 2.5291037559509277 (2.5291037559509277) | > loss_gen: 2.7287039756774902 (2.7287039756774902) | > loss_kl: 2.8812408447265625 (2.8812408447265625) | > loss_feat: 5.801580429077148 (5.801580429077148) | > loss_mel: 16.19183921813965 (16.19183921813965) | > loss_duration: 3.1806986331939697 (3.1806986331939697) | > loss_1: 30.7840633392334 (30.7840633392334)  --> STEP: 1 | > loss_disc: 2.0466654300689697 (2.0466654300689697) | > loss_disc_real_0: 0.09209337830543518 (0.09209337830543518) | > loss_disc_real_1: 0.14449761807918549 (0.14449761807918549) | > loss_disc_real_2: 0.18911948800086975 (0.18911948800086975) | > loss_disc_real_3: 0.21768085658550262 (0.21768085658550262) | > loss_disc_real_4: 0.24519723653793335 (0.24519723653793335) | > loss_disc_real_5: 0.20401981472969055 (0.20401981472969055) | > loss_0: 2.0466654300689697 (2.0466654300689697) | > loss_gen: 2.510343551635742 (2.510343551635742) | > loss_kl: 2.740981101989746 (2.740981101989746) | > loss_feat: 8.476966857910156 (8.476966857910156) | > loss_mel: 17.19849395751953 (17.19849395751953) | > loss_duration: 2.32157039642334 (2.32157039642334) | > loss_1: 33.248355865478516 (33.248355865478516)  --> STEP: 2 | > loss_disc: 2.4905858039855957 (2.2686256170272827) | > loss_disc_real_0: 0.1466531753540039 (0.11937327682971954) | > loss_disc_real_1: 0.2585335373878479 (0.2015155777335167) | > loss_disc_real_2: 0.2553454339504242 (0.22223246097564697) | > loss_disc_real_3: 0.26458635926246643 (0.24113360792398453) | > loss_disc_real_4: 0.3097696602344513 (0.2774834483861923) | > loss_disc_real_5: 0.24005796015262604 (0.2220388874411583) | > loss_0: 2.4905858039855957 (2.2686256170272827) | > loss_gen: 2.660322666168213 (2.5853331089019775) | > loss_kl: 2.8486385345458984 (2.7948098182678223) | > loss_feat: 5.952078342437744 (7.21452260017395) | > loss_mel: 18.648847579956055 (17.923670768737793) | > loss_duration: 2.4746718406677246 (2.3981211185455322) | > loss_1: 32.584556579589844 (32.91645622253418)  --> STEP: 3 | > loss_disc: 2.1720871925354004 (2.2364461421966553) | > loss_disc_real_0: 0.09844784438610077 (0.11239813268184662) | > loss_disc_real_1: 0.1550029218196869 (0.18601135909557343) | > loss_disc_real_2: 0.18410372734069824 (0.20952288309733072) | > loss_disc_real_3: 0.21630717813968658 (0.23285813132921854) | > loss_disc_real_4: 0.239285409450531 (0.26475076874097186) | > loss_disc_real_5: 0.24391603469848633 (0.22933126986026764) | > loss_0: 2.1720871925354004 (2.2364461421966553) | > loss_gen: 2.5704126358032227 (2.580359617869059) | > loss_kl: 2.438525676727295 (2.676048437754313) | > loss_feat: 6.762232780456543 (7.0637593269348145) | > loss_mel: 18.615312576293945 (18.154218037923176) | > loss_duration: 2.33732271194458 (2.3778549830118814) | > loss_1: 32.72380447387695 (32.85223897298177)  --> STEP: 4 | > loss_disc: 2.3657031059265137 (2.26876038312912) | > loss_disc_real_0: 0.2436663955450058 (0.1452151983976364) | > loss_disc_real_1: 0.21540361642837524 (0.19335942342877388) | > loss_disc_real_2: 0.23291794955730438 (0.21537164971232414) | > loss_disc_real_3: 0.231852725148201 (0.23260677978396416) | > loss_disc_real_4: 0.2775487005710602 (0.26795025169849396) | > loss_disc_real_5: 0.22677671909332275 (0.22869263216853142) | > loss_0: 2.3657031059265137 (2.26876038312912) | > loss_gen: 2.8025827407836914 (2.6359153985977173) | > loss_kl: 3.756804943084717 (2.946237564086914) | > loss_feat: 6.18603515625 (6.844328284263611) | > loss_mel: 17.528156280517578 (17.997702598571777) | > loss_duration: 2.321040391921997 (2.3636513352394104) | > loss_1: 32.59461975097656 (32.78783416748047)  --> STEP: 5 | > loss_disc: 2.3471522331237793 (2.2844387531280517) | > loss_disc_real_0: 0.2904038727283478 (0.1742529332637787) | > loss_disc_real_1: 0.29085835814476013 (0.21285921037197114) | > loss_disc_real_2: 0.2304045408964157 (0.21837822794914247) | > loss_disc_real_3: 0.2462947815656662 (0.23534438014030457) | > loss_disc_real_4: 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2.4326963424682617 (2.687945008277893) | > loss_kl: 3.1087520122528076 (2.9313801527023315) | > loss_feat: 7.096270561218262 (6.6860941251118975) | > loss_mel: 18.38392448425293 (18.118475914001465) | > loss_duration: 2.1590163707733154 (2.3349726597468057) | > loss_1: 33.180660247802734 (32.758867263793945)  --> STEP: 7 | > loss_disc: 2.204277992248535 (2.2832121508462087) | > loss_disc_real_0: 0.07942863553762436 (0.15099574306181499) | > loss_disc_real_1: 0.1866091638803482 (0.2081987432071141) | > loss_disc_real_2: 0.22848664224147797 (0.2182812456573759) | > loss_disc_real_3: 0.2612345516681671 (0.24176432830946787) | > loss_disc_real_4: 0.2765561044216156 (0.25962862372398376) | > loss_disc_real_5: 0.26152175664901733 (0.237315799508776) | > loss_0: 2.204277992248535 (2.2832121508462087) | > loss_gen: 2.9542720317840576 (2.725991725921631) | > loss_kl: 3.4048402309417725 (2.9990173067365373) | > loss_feat: 7.443459510803223 (6.794289180210659) | > loss_mel: 18.08115577697754 (18.11314446585519) | > loss_duration: 2.5031023025512695 (2.3589911801474437) | > loss_1: 34.3868293762207 (32.99143327985491)  --> STEP: 8 | > loss_disc: 2.4823427200317383 (2.3081034719944) | > loss_disc_real_0: 0.24216561019420624 (0.1623919764533639) | > loss_disc_real_1: 0.208821102976799 (0.2082765381783247) | > loss_disc_real_2: 0.21714939177036285 (0.21813976392149925) | > loss_disc_real_3: 0.18007923662662506 (0.2340536918491125) | > loss_disc_real_4: 0.24949312210083008 (0.25836168602108955) | > loss_disc_real_5: 0.32505229115486145 (0.24828286096453667) | > loss_0: 2.4823427200317383 (2.3081034719944) | > loss_gen: 2.602823257446289 (2.710595667362213) | > loss_kl: 3.210477590560913 (3.0254498422145844) | > loss_feat: 6.756815433502197 (6.789604961872101) | > loss_mel: 15.708587646484375 (17.812574863433838) | > loss_duration: 2.277947187423706 (2.3488606810569763) | > loss_1: 30.556650161743164 (32.68708539009094)  --> STEP: 9 | > loss_disc: 2.351562976837158 (2.3129323058658176) | > loss_disc_real_0: 0.22742733359336853 (0.16961812724669775) | > loss_disc_real_1: 0.20715731382369995 (0.20815217991669974) | > loss_disc_real_2: 0.25811877846717834 (0.22258187664879692) | > loss_disc_real_3: 0.23419813811779022 (0.23406974143452114) | > loss_disc_real_4: 0.20371544361114502 (0.2522898813088735) | > loss_disc_real_5: 0.2608281373977661 (0.24967678056822884) | > loss_0: 2.351562976837158 (2.3129323058658176) | > loss_gen: 2.8593637943267822 (2.727125459247165) | > loss_kl: 2.1361849308013916 (2.9266426298353405) | > loss_feat: 8.204174041748047 (6.94677930408054) | > loss_mel: 19.81111717224121 (18.03463511996799) | > loss_duration: 2.15897798538208 (2.3277626037597656) | > loss_1: 35.16981887817383 (32.962944666544594)  --> STEP: 10 | > loss_disc: 2.453571319580078 (2.3269962072372437) | > loss_disc_real_0: 0.2687479853630066 (0.17953111305832864) | > loss_disc_real_1: 0.22400009632110596 (0.20973697155714036) | > loss_disc_real_2: 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loss_disc_real_5: 0.2946300804615021 (0.2611786045811393) | > loss_0: 2.37838077545166 (2.3316675316203725) | > loss_gen: 2.4159722328186035 (2.7080319577997383) | > loss_kl: 2.676755666732788 (2.9088536609302866) | > loss_feat: 5.466366291046143 (6.801911310716108) | > loss_mel: 18.255521774291992 (18.166953867132012) | > loss_duration: 2.4861319065093994 (2.3359227180480957) | > loss_1: 31.30074691772461 (32.92167299444025)  --> STEP: 12 | > loss_disc: 2.5266594886779785 (2.347916861375173) | > loss_disc_real_0: 0.2015124261379242 (0.17595678319533667) | > loss_disc_real_1: 0.26456475257873535 (0.2104975755016009) | > loss_disc_real_2: 0.20689886808395386 (0.2229661817351977) | > loss_disc_real_3: 0.30239129066467285 (0.24488897621631622) | > loss_disc_real_4: 0.2688954472541809 (0.25660995021462435) | > loss_disc_real_5: 0.2563784718513489 (0.26077859352032345) | > loss_0: 2.5266594886779785 (2.347916861375173) | > loss_gen: 2.445852279663086 (2.6861836512883506) | > loss_kl: 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(2.324434812252338) | > loss_1: 36.311283111572266 (32.723189720740685)  --> STEP: 14 | > loss_disc: 2.486691474914551 (2.3506467853273665) | > loss_disc_real_0: 0.15514050424098969 (0.17189704094614303) | > loss_disc_real_1: 0.1709800511598587 (0.20920725166797638) | > loss_disc_real_2: 0.16654807329177856 (0.21751331325088227) | > loss_disc_real_3: 0.27779000997543335 (0.2483286495719637) | > loss_disc_real_4: 0.33015820384025574 (0.2610258779355457) | > loss_disc_real_5: 0.388565331697464 (0.27003044741494314) | > loss_0: 2.486691474914551 (2.3506467853273665) | > loss_gen: 2.523381471633911 (2.687634757586888) | > loss_kl: 3.660227060317993 (2.9326690435409546) | > loss_feat: 6.85556173324585 (6.810743876865932) | > loss_mel: 18.31968116760254 (18.036285809108186) | > loss_duration: 2.439795970916748 (2.332674895014082) | > loss_1: 33.798648834228516 (32.800008228846956)  --> STEP: 15 | > loss_disc: 2.4061007499694824 (2.3543437163035077) | > loss_disc_real_0: 0.2409822940826416 (0.17650272448857626) | > loss_disc_real_1: 0.25111714005470276 (0.21200124422709146) | > loss_disc_real_2: 0.19417603313922882 (0.21595749457677205) | > loss_disc_real_3: 0.25997981429100037 (0.24910539388656616) | > loss_disc_real_4: 0.24721388518810272 (0.2601050784190495) | > loss_disc_real_5: 0.32091090083122253 (0.2734224776426951) | > loss_0: 2.4061007499694824 (2.3543437163035077) | > loss_gen: 2.7814486026763916 (2.693889013926188) | > loss_kl: 3.0593128204345703 (2.941111962000529) | > loss_feat: 8.120546340942383 (6.898064041137696) | > loss_mel: 18.54486083984375 (18.07019081115722) | > loss_duration: 2.3793883323669434 (2.335789124170939) | > loss_1: 34.885555267333984 (32.93904469807942)  --> STEP: 16 | > loss_disc: 2.6433627605438232 (2.372407406568527) | > loss_disc_real_0: 0.2517666220664978 (0.18120671808719635) | > loss_disc_real_1: 0.20518594980239868 (0.21157528832554817) | > loss_disc_real_2: 0.26401975750923157 (0.21896138601005077) | > loss_disc_real_3: 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(6.866248475180732) | > loss_mel: 16.90386390686035 (18.009877416822643) | > loss_duration: 2.234086036682129 (2.3410089678234525) | > loss_1: 34.405975341796875 (32.8419272104899)  --> STEP: 19 | > loss_disc: 2.804800033569336 (2.3944596365878454) | > loss_disc_real_0: 0.3255385756492615 (0.18747060157750783) | > loss_disc_real_1: 0.21080701053142548 (0.2124290191813519) | > loss_disc_real_2: 0.2955254912376404 (0.22527405854902768) | > loss_disc_real_3: 0.31886574625968933 (0.25275838218237223) | > loss_disc_real_4: 0.2787681221961975 (0.265141865924785) | > loss_disc_real_5: 0.32831403613090515 (0.27881741523742676) | > loss_0: 2.804800033569336 (2.3944596365878454) | > loss_gen: 2.4542484283447266 (2.694080716685245) | > loss_kl: 2.049365997314453 (2.8717025330192163) | > loss_feat: 4.820523738861084 (6.75857875221654) | > loss_mel: 16.504270553588867 (17.930634950336653) | > loss_duration: 2.3314902782440186 (2.340507984161377) | > loss_1: 28.15989875793457 (32.5955046603554)  --> STEP: 20 | > loss_disc: 2.5180623531341553 (2.4006397724151607) | > loss_disc_real_0: 0.24172015488147736 (0.1901830792427063) | > loss_disc_real_1: 0.20831412076950073 (0.21222327426075935) | > loss_disc_real_2: 0.24957911670207977 (0.2264893114566803) | > loss_disc_real_3: 0.25310102105140686 (0.252775514125824) | > loss_disc_real_4: 0.2942846417427063 (0.2665990047156811) | > loss_disc_real_5: 0.3554114103317261 (0.28264711499214173) | > loss_0: 2.5180623531341553 (2.4006397724151607) | > loss_gen: 2.789370536804199 (2.6988452076911926) | > loss_kl: 2.229936361312866 (2.839614224433899) | > loss_feat: 7.0752363204956055 (6.774411630630493) | > loss_mel: 19.47894859313965 (18.008050632476802) | > loss_duration: 2.3490214347839355 (2.340933656692505) | > loss_1: 33.922515869140625 (32.66185522079466)  --> STEP: 21 | > loss_disc: 2.3001251220703125 (2.3958533604939776) | > loss_disc_real_0: 0.11955422163009644 (0.1868198003087725) | > loss_disc_real_1: 0.17991141974925995 (0.21068461452211654) | > loss_disc_real_2: 0.21240945160388947 (0.22581884193988072) | > loss_disc_real_3: 0.23539993166923523 (0.25194810543741497) | > loss_disc_real_4: 0.2358228862285614 (0.26513347526391345) | > loss_disc_real_5: 0.2730952501296997 (0.2821922642844064) | > loss_0: 2.3001251220703125 (2.3958533604939776) | > loss_gen: 2.478193998336792 (2.688338007245745) | > loss_kl: 2.5733370780944824 (2.826934360322498) | > loss_feat: 5.880560398101807 (6.731847286224365) | > loss_mel: 17.490327835083008 (17.98339716593424) | > loss_duration: 2.172774314880371 (2.3329260689871654) | > loss_1: 30.595191955566406 (32.56344268435522)  --> STEP: 22 | > loss_disc: 2.4067139625549316 (2.396347024224021) | > loss_disc_real_0: 0.092161625623703 (0.1825171560049057) | > loss_disc_real_1: 0.20098058879375458 (0.21024352244355463) | > loss_disc_real_2: 0.20490966737270355 (0.22486842491409995) | > loss_disc_real_3: 0.272207111120224 (0.25286896933208813) | > loss_disc_real_4: 0.3599408268928528 (0.26944290033795615) | > loss_disc_real_5: 0.39665040373802185 (0.2873949069868435) | > loss_0: 2.4067139625549316 (2.396347024224021) | > loss_gen: 2.751441717147827 (2.6912063576958394) | > loss_kl: 2.124206781387329 (2.794992197643627) | > loss_feat: 7.577976703643799 (6.770307714288885) | > loss_mel: 19.453975677490234 (18.05024164373224) | > loss_duration: 2.1956207752227783 (2.3266849192706025) | > loss_1: 34.10322189331055 (32.633432648398646)  --> STEP: 23 | > loss_disc: 2.256758451461792 (2.3902779558430542) | > loss_disc_real_0: 0.3093181252479553 (0.18803024162416873) | > loss_disc_real_1: 0.17977790534496307 (0.20891893039578976) | > loss_disc_real_2: 0.209049791097641 (0.22418065822642783) | > loss_disc_real_3: 0.21051011979579926 (0.2510272802218147) | > loss_disc_real_4: 0.26875007152557373 (0.26941277734611346) | > loss_disc_real_5: 0.20199359953403473 (0.28368180666280834) | > loss_0: 2.256758451461792 (2.3902779558430542) | > loss_gen: 2.7619457244873047 (2.6942819823389463) | > loss_kl: 2.8619697093963623 (2.797904263372007) | > loss_feat: 8.331467628479004 (6.838184232297151) | > loss_mel: 16.0908145904541 (17.96504916315493) | > loss_duration: 2.252289056777954 (2.3234503165535307) | > loss_1: 32.29848861694336 (32.61886986442233)  --> STEP: 24 | > loss_disc: 2.6412200927734375 (2.4007338782151533) | > loss_disc_real_0: 0.23870912194252014 (0.19014186163743338) | > loss_disc_real_1: 0.22752796113491058 (0.20969430667658648) | > loss_disc_real_2: 0.27329346537590027 (0.22622702519098917) | > loss_disc_real_3: 0.23502078652381897 (0.2503603429843982) | > loss_disc_real_4: 0.25777652859687805 (0.26892793364822865) | > loss_disc_real_5: 0.25082987546920776 (0.2823129761964083) | > loss_0: 2.6412200927734375 (2.4007338782151533) | > loss_gen: 2.3585941791534424 (2.6802949905395503) | > loss_kl: 2.3552496433258057 (2.7794603208700814) | > loss_feat: 6.600430488586426 (6.828277826309204) | > loss_mel: 17.134567260742188 (17.930445750554398) | > loss_duration: 2.395531177520752 (2.3264536857604985) | > loss_1: 30.84437370300293 (32.54493252436318)  --> STEP: 25 | > loss_disc: 2.611567974090576 (2.40916724205017) | > loss_disc_real_0: 0.16549579799175262 (0.18915601909160615) | > loss_disc_real_1: 0.24100881814956665 (0.2109468871355057) | > loss_disc_real_2: 0.26189061999320984 (0.227653568983078) | > loss_disc_real_3: 0.2527124881744385 (0.2504544287919998) | > loss_disc_real_4: 0.31796586513519287 (0.2708894509077072) | > loss_disc_real_5: 0.2464069277048111 (0.2808767342567445) | > loss_0: 2.611567974090576 (2.40916724205017) | > loss_gen: 2.3045952320098877 (2.6652670001983636) | > loss_kl: 2.970224142074585 (2.787090873718262) | > loss_feat: 6.943528175354004 (6.832887840270996) | > loss_mel: 16.869653701782227 (17.88801406860351) | > loss_duration: 2.3697338104248047 (2.328184890747071) | > loss_1: 31.457735061645508 (32.501444625854475)  --> STEP: 26 | > loss_disc: 2.4863076210021973 (2.4121341797021714) | > loss_disc_real_0: 0.18548467755317688 (0.1890148136478204) | > loss_disc_real_1: 0.19546063244342804 (0.21035126195504114) | > loss_disc_real_2: 0.15600387752056122 (0.22489781161913505) | > loss_disc_real_3: 0.23911261558532715 (0.2500182052071278) | > loss_disc_real_4: 0.3165387213230133 (0.2726451920775267) | > loss_disc_real_5: 0.290539026260376 (0.2812483608722688) | > loss_0: 2.4863076210021973 (2.4121341797021714) | > loss_gen: 2.3716065883636475 (2.6539723689739514) | > loss_kl: 2.248199224472046 (2.7663642718241763) | > loss_feat: 12.580877304077148 (7.0539643581096945) | > loss_mel: 18.62351417541504 (17.916302534250107) | > loss_duration: 2.2947845458984375 (2.3269002620990467) | > loss_1: 38.118980407714844 (32.71750369438757) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022872044489933895 (+4.1631551889272436e-05) | > avg_loss_disc: 2.4121341797021714 (-0.06025786583240267) | > avg_loss_disc_real_0: 0.1890148136478204 (+0.042094949919443875) | > avg_loss_disc_real_1: 0.21035126195504114 (-0.012931431142183453) | > avg_loss_disc_real_2: 0.22489781161913505 (+0.026040354027197926) | > avg_loss_disc_real_3: 0.2500182052071278 (-0.02807176285065144) | > avg_loss_disc_real_4: 0.2726451920775267 (+0.0436464874790265) | > avg_loss_disc_real_5: 0.2812483608722688 (+0.02205220094093918) | > avg_loss_0: 2.4121341797021714 (-0.06025786583240267) | > avg_loss_gen: 2.6539723689739514 (+0.2919677862754235) | > avg_loss_kl: 2.7663642718241763 (-0.0928577322226305) | > avg_loss_feat: 7.0539643581096945 (+0.020610974385188108) | > avg_loss_mel: 17.916302534250107 (+0.2351267887995725) | > avg_loss_duration: 2.3269002620990467 (+0.0031741215632519193) | > avg_loss_1: 32.71750369438757 (+0.45802182417647685)  > EPOCH: 543/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:05:10)   --> TIME: 2024-06-11 15:05:15 -- STEP: 9/330 -- GLOBAL_STEP: 267200 | > loss_disc: 2.3511486053466797 (2.368451197942098) | > loss_disc_real_0: 0.07908123731613159 (0.10018177661630842) | > loss_disc_real_1: 0.2070927768945694 (0.1910101655456755) | > loss_disc_real_2: 0.22723907232284546 (0.2189030365811454) | > loss_disc_real_3: 0.22311195731163025 (0.23468177186118233) | > loss_disc_real_4: 0.22447597980499268 (0.23425262669722238) | > loss_disc_real_5: 0.21704702079296112 (0.24063272939787972) | > loss_0: 2.3511486053466797 (2.368451197942098) | > grad_norm_0: tensor(8.3955, device='cuda:0') (tensor(12.3176, device='cuda:0')) | > loss_gen: 2.550105094909668 (2.456061177783542) | > loss_kl: 1.6517276763916016 (1.83791008260515) | > loss_feat: 7.00588846206665 (6.781543678707546) | > loss_mel: 18.125892639160156 (18.157472398546005) | > loss_duration: 2.0841684341430664 (2.14381562338935) | > loss_1: 31.417781829833984 (31.376803080240887) | > grad_norm_1: tensor(103.8620, device='cuda:0') (tensor(140.9652, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3428 (0.3612404399447971) | > loader_time: 0.0028 (0.003028101391262478)  --> TIME: 2024-06-11 15:05:24 -- STEP: 34/330 -- GLOBAL_STEP: 267225 | > loss_disc: 2.323910713195801 (2.3338487639146694) | > loss_disc_real_0: 0.13723960518836975 (0.10555787735125598) | > loss_disc_real_1: 0.16957145929336548 (0.19512376627501318) | > loss_disc_real_2: 0.17841781675815582 (0.21026617595378091) | > loss_disc_real_3: 0.23961317539215088 (0.22631732768872204) | > loss_disc_real_4: 0.22220982611179352 (0.22949042390374577) | > loss_disc_real_5: 0.22670309245586395 (0.2288033712436171) | > loss_0: 2.323910713195801 (2.3338487639146694) | > grad_norm_0: tensor(14.1955, device='cuda:0') (tensor(13.0738, device='cuda:0')) | > loss_gen: 2.542968988418579 (2.499199853223913) | > loss_kl: 2.0816612243652344 (1.9066574854009293) | > loss_feat: 6.962389945983887 (6.8945631139418655) | > loss_mel: 17.853639602661133 (17.84195120194379) | > loss_duration: 2.04548978805542 (2.044986044659334) | > loss_1: 31.486148834228516 (31.187357734231387) | > grad_norm_1: tensor(81.6475, device='cuda:0') (tensor(152.7009, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3526 (0.3580220096251544) | > loader_time: 0.0031 (0.003152629908393411)  --> TIME: 2024-06-11 15:05:33 -- STEP: 59/330 -- GLOBAL_STEP: 267250 | > loss_disc: 2.2896201610565186 (2.3628970606852397) | > loss_disc_real_0: 0.07587973773479462 (0.10827201074462826) | > loss_disc_real_1: 0.16817320883274078 (0.19733672576435543) | > loss_disc_real_2: 0.1975785493850708 (0.21211490388643944) | > loss_disc_real_3: 0.24214915931224823 (0.22911332699201875) | > loss_disc_real_4: 0.238242045044899 (0.231871420296572) | > loss_disc_real_5: 0.2216462790966034 (0.22730696251836874) | > loss_0: 2.2896201610565186 (2.3628970606852397) | > grad_norm_0: tensor(43.6393, device='cuda:0') (tensor(16.8916, device='cuda:0')) | > loss_gen: 2.4132649898529053 (2.497358314061569) | > loss_kl: 1.8158190250396729 (1.9214119204020097) | > loss_feat: 7.217304706573486 (7.001168832940571) | > loss_mel: 17.12821388244629 (17.86624714479608) | > loss_duration: 1.9836454391479492 (2.0209509558596848) | > loss_1: 30.558250427246094 (31.307137440826935) | > grad_norm_1: tensor(443.5370, device='cuda:0') (tensor(193.3062, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3621 (0.3587365069631802) | > loader_time: 0.0033 (0.003303244962530621)  --> TIME: 2024-06-11 15:05:42 -- STEP: 84/330 -- GLOBAL_STEP: 267275 | > loss_disc: 2.4059300422668457 (2.3620512286822013) | > loss_disc_real_0: 0.1275123804807663 (0.10952012861768405) | > loss_disc_real_1: 0.19478099048137665 (0.19746140585768798) | > loss_disc_real_2: 0.22340382635593414 (0.2122330339181991) | > loss_disc_real_3: 0.24058061838150024 (0.22888889642698423) | > loss_disc_real_4: 0.22686786949634552 (0.23299722231569744) | > loss_disc_real_5: 0.23732538521289825 (0.2271706722676754) | > loss_0: 2.4059300422668457 (2.3620512286822013) | > grad_norm_0: tensor(32.8191, device='cuda:0') (tensor(17.4980, device='cuda:0')) | > loss_gen: 2.429563283920288 (2.502069632212321) | > loss_kl: 2.0776755809783936 (1.9352737282003676) | > loss_feat: 6.856865406036377 (7.016406019528707) | > loss_mel: 17.755422592163086 (17.80491931097848) | > loss_duration: 2.0961954593658447 (2.013062465758551) | > loss_1: 31.215723037719727 (31.271731422061013) | > grad_norm_1: tensor(347.7793, device='cuda:0') (tensor(198.0201, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3654 (0.3594172568548293) | > loader_time: 0.0036 (0.003413580712817964)  --> TIME: 2024-06-11 15:05:52 -- STEP: 109/330 -- GLOBAL_STEP: 267300 | > loss_disc: 2.369861125946045 (2.3631155337762406) | > loss_disc_real_0: 0.08780375123023987 (0.11124580893494668) | > loss_disc_real_1: 0.18924903869628906 (0.19837385771471433) | > loss_disc_real_2: 0.2445562183856964 (0.2124955792219267) | > loss_disc_real_3: 0.2531284689903259 (0.22908794305740146) | > loss_disc_real_4: 0.23719611763954163 (0.2320862910069457) | > loss_disc_real_5: 0.24958054721355438 (0.2257591222130924) | > loss_0: 2.369861125946045 (2.3631155337762406) | > grad_norm_0: tensor(17.2807, device='cuda:0') (tensor(20.4750, device='cuda:0')) | > loss_gen: 2.5981059074401855 (2.503058394160839) | > loss_kl: 2.2290494441986084 (1.9491238320639375) | > loss_feat: 6.789547920227051 (7.009107007892854) | > loss_mel: 17.48455810546875 (17.794033435506556) | > loss_duration: 1.9666109085083008 (2.0140136524077947) | > loss_1: 31.06787109375 (31.26933650795473) | > grad_norm_1: tensor(354.4506, device='cuda:0') (tensor(217.7737, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3734 (0.3620630557383966) | > loader_time: 0.0037 (0.0035443065363332765)  --> TIME: 2024-06-11 15:06:01 -- STEP: 134/330 -- GLOBAL_STEP: 267325 | > loss_disc: 2.4055678844451904 (2.3575254287292715) | > loss_disc_real_0: 0.09459863603115082 (0.11141749143378059) | > loss_disc_real_1: 0.18659920990467072 (0.19751089088507554) | > loss_disc_real_2: 0.2322392761707306 (0.21273585609090861) | > loss_disc_real_3: 0.2195909172296524 (0.22996075429133514) | > loss_disc_real_4: 0.24635566771030426 (0.229346081725697) | > loss_disc_real_5: 0.2524798512458801 (0.2242969102156696) | > loss_0: 2.4055678844451904 (2.3575254287292715) | > grad_norm_0: tensor(19.4014, device='cuda:0') (tensor(22.1137, device='cuda:0')) | > loss_gen: 2.5453121662139893 (2.5079099527045856) | > loss_kl: 2.0451369285583496 (1.9580006875208955) | > loss_feat: 7.140725612640381 (7.041441209280669) | > loss_mel: 17.740568161010742 (17.801856638780286) | > loss_duration: 2.025446891784668 (2.016816826009038) | > loss_1: 31.497188568115234 (31.326025436173623) | > grad_norm_1: tensor(381.3437, device='cuda:0') (tensor(236.0371, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.376 (0.36359439145273237) | > loader_time: 0.004 (0.003618300850711652)  --> TIME: 2024-06-11 15:06:11 -- STEP: 159/330 -- GLOBAL_STEP: 267350 | > loss_disc: 2.247756004333496 (2.35819914955763) | > loss_disc_real_0: 0.082170769572258 (0.11465131332102062) | > loss_disc_real_1: 0.1816699504852295 (0.19714002236255304) | > loss_disc_real_2: 0.1893417239189148 (0.21231693066890875) | > loss_disc_real_3: 0.21344950795173645 (0.22984371732615824) | > loss_disc_real_4: 0.20796389877796173 (0.22951839564356413) | > loss_disc_real_5: 0.21701717376708984 (0.22345892250912744) | > loss_0: 2.247756004333496 (2.35819914955763) | > grad_norm_0: tensor(27.3379, device='cuda:0') (tensor(26.3410, device='cuda:0')) | > loss_gen: 2.8585407733917236 (2.514759042727872) | > loss_kl: 2.1096935272216797 (1.9627821475454845) | > loss_feat: 7.672753810882568 (7.0545037497514445) | > loss_mel: 17.409496307373047 (17.785398579243594) | > loss_duration: 2.039684772491455 (2.020083305970677) | > loss_1: 32.090171813964844 (31.337526993181722) | > grad_norm_1: tensor(397.1696, device='cuda:0') (tensor(257.9255, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.386 (0.36627299230803473) | > loader_time: 0.0044 (0.0037173610063468885)  --> TIME: 2024-06-11 15:06:21 -- STEP: 184/330 -- GLOBAL_STEP: 267375 | > loss_disc: 2.407694101333618 (2.3585127501384084) | > loss_disc_real_0: 0.09099382162094116 (0.11568508351869557) | > loss_disc_real_1: 0.16201117634773254 (0.19688976799016406) | > loss_disc_real_2: 0.23359449207782745 (0.21273705322781328) | > loss_disc_real_3: 0.2509968876838684 (0.229997412018154) | > loss_disc_real_4: 0.21860821545124054 (0.22965274492035742) | > loss_disc_real_5: 0.23986388742923737 (0.22342271373971648) | > loss_0: 2.407694101333618 (2.3585127501384084) | > grad_norm_0: tensor(11.0505, device='cuda:0') (tensor(28.1523, device='cuda:0')) | > loss_gen: 2.3219077587127686 (2.514759387658989) | > loss_kl: 2.0400826930999756 (1.9725118655225504) | > loss_feat: 6.087079048156738 (7.064168253670568) | > loss_mel: 16.743928909301758 (17.76025404100833) | > loss_duration: 2.062619686126709 (2.0263123071712) | > loss_1: 29.255617141723633 (31.338005998860236) | > grad_norm_1: tensor(57.2104, device='cuda:0') (tensor(278.5029, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3747 (0.368677706822105) | > loader_time: 0.0049 (0.0038153179313825526)  --> TIME: 2024-06-11 15:06:30 -- STEP: 209/330 -- GLOBAL_STEP: 267400 | > loss_disc: 2.362797498703003 (2.3593752680783076) | > loss_disc_real_0: 0.13802695274353027 (0.116173242998608) | > loss_disc_real_1: 0.18419913947582245 (0.1974895700598447) | > loss_disc_real_2: 0.199227973818779 (0.21232045352744136) | > loss_disc_real_3: 0.2179984450340271 (0.22993241443018023) | > loss_disc_real_4: 0.20740927755832672 (0.22946399122333982) | > loss_disc_real_5: 0.1825294941663742 (0.22311603103242994) | > loss_0: 2.362797498703003 (2.3593752680783076) | > grad_norm_0: tensor(37.2237, device='cuda:0') (tensor(28.4119, device='cuda:0')) | > loss_gen: 2.3762824535369873 (2.5088996043045544) | > loss_kl: 2.001941204071045 (1.9766883028751354) | > loss_feat: 7.017850875854492 (7.049220135337428) | > loss_mel: 17.611330032348633 (17.716235685576667) | > loss_duration: 2.1155812740325928 (2.0341958463477168) | > loss_1: 31.12298583984375 (31.285239726162413) | > grad_norm_1: tensor(370.7100, device='cuda:0') (tensor(286.3681, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.4071 (0.37060826931273533) | > loader_time: 0.005 (0.003930464886021957)  --> TIME: 2024-06-11 15:06:41 -- STEP: 234/330 -- GLOBAL_STEP: 267425 | > loss_disc: 2.3668642044067383 (2.3600792497651195) | > loss_disc_real_0: 0.1000482514500618 (0.11608425281050368) | > loss_disc_real_1: 0.20928585529327393 (0.197623888333129) | > loss_disc_real_2: 0.24957692623138428 (0.2125184878579571) | > loss_disc_real_3: 0.2231813371181488 (0.23020740725800523) | > loss_disc_real_4: 0.22464583814144135 (0.22972340111294362) | > loss_disc_real_5: 0.20981460809707642 (0.223393210170106) | > loss_0: 2.3668642044067383 (2.3600792497651195) | > grad_norm_0: tensor(29.5383, device='cuda:0') (tensor(29.1211, device='cuda:0')) | > loss_gen: 2.3482823371887207 (2.505195374162787) | > loss_kl: 2.1232869625091553 (1.9842151892490876) | > loss_feat: 6.28262996673584 (7.0516279518094835) | > loss_mel: 17.118907928466797 (17.709595288985813) | > loss_duration: 2.126492977142334 (2.042804170877505) | > loss_1: 29.999601364135742 (31.293438161540234) | > grad_norm_1: tensor(235.4844, device='cuda:0') (tensor(294.6196, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.3993 (0.37380740683302915) | > loader_time: 0.005 (0.004065841691106814)  --> TIME: 2024-06-11 15:06:52 -- STEP: 259/330 -- GLOBAL_STEP: 267450 | > loss_disc: 2.2713935375213623 (2.359487119328562) | > loss_disc_real_0: 0.15970054268836975 (0.11642849279934375) | > loss_disc_real_1: 0.16641953587532043 (0.1975300878171294) | > loss_disc_real_2: 0.17496992647647858 (0.2121596798358276) | > loss_disc_real_3: 0.20592699944972992 (0.22993320669676806) | > loss_disc_real_4: 0.22763241827487946 (0.22973399353303503) | > loss_disc_real_5: 0.20667682588100433 (0.223238378130331) | > loss_0: 2.2713935375213623 (2.359487119328562) | > grad_norm_0: tensor(51.8455, device='cuda:0') (tensor(30.1130, device='cuda:0')) | > loss_gen: 2.4826738834381104 (2.505253651887753) | > loss_kl: 1.9652378559112549 (1.9879587382423372) | > loss_feat: 6.8039116859436035 (7.065900020157509) | > loss_mel: 17.042795181274414 (17.672660128030078) | > loss_duration: 2.1435768604278564 (2.050425821289591) | > loss_1: 30.438196182250977 (31.28219853404866) | > grad_norm_1: tensor(497.2449, device='cuda:0') (tensor(308.5741, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.4373 (0.37910210027657876) | > loader_time: 0.0054 (0.004183625622605728)  --> TIME: 2024-06-11 15:07:03 -- STEP: 284/330 -- GLOBAL_STEP: 267475 | > loss_disc: 2.5125768184661865 (2.365320599414934) | > loss_disc_real_0: 0.1702956110239029 (0.11791179264882501) | > loss_disc_real_1: 0.2068992406129837 (0.19770500614819386) | > loss_disc_real_2: 0.2086266726255417 (0.21240948901419904) | > loss_disc_real_3: 0.21277593076229095 (0.2303600175909593) | > loss_disc_real_4: 0.20010581612586975 (0.2299810413953284) | > loss_disc_real_5: 0.22686339914798737 (0.22342636168632712) | > loss_0: 2.5125768184661865 (2.365320599414934) | > grad_norm_0: tensor(34.4847, device='cuda:0') (tensor(31.8435, device='cuda:0')) | > loss_gen: 2.4410321712493896 (2.4997457551284565) | > loss_kl: 1.9480822086334229 (1.9928927127744112) | > loss_feat: 6.578324794769287 (7.056212893674071) | > loss_mel: 16.886499404907227 (17.62259364799714) | > loss_duration: 2.1590213775634766 (2.0599178142950554) | > loss_1: 30.01296043395996 (31.23136296742399) | > grad_norm_1: tensor(243.6781, device='cuda:0') (tensor(317.5161, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.4419 (0.38436832478348637) | > loader_time: 0.0062 (0.004325813810590288)  --> TIME: 2024-06-11 15:07:15 -- STEP: 309/330 -- GLOBAL_STEP: 267500 | > loss_disc: 2.433664321899414 (2.368584623614563) | > loss_disc_real_0: 0.0840558409690857 (0.11918514500399238) | > loss_disc_real_1: 0.2105872631072998 (0.1983603401091492) | > loss_disc_real_2: 0.22899560630321503 (0.21302109088712518) | > loss_disc_real_3: 0.2432575523853302 (0.23041488153070308) | > loss_disc_real_4: 0.23858638107776642 (0.22966042218856442) | > loss_disc_real_5: 0.22302928566932678 (0.2235734590531167) | > loss_0: 2.433664321899414 (2.368584623614563) | > grad_norm_0: tensor(29.0020, device='cuda:0') (tensor(33.3067, device='cuda:0')) | > loss_gen: 2.499779224395752 (2.4996902749762193) | > loss_kl: 1.9464964866638184 (1.99835809920598) | > loss_feat: 6.792319297790527 (7.072006741002154) | > loss_mel: 16.338729858398438 (17.56897147959489) | > loss_duration: 2.236959457397461 (2.07137499580877) | > loss_1: 29.81428337097168 (31.21040172638631) | > grad_norm_1: tensor(424.7303, device='cuda:0') (tensor(326.8601, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.4842 (0.39144417768928974) | > loader_time: 0.0072 (0.004513370952174117) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_267500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.46205472946167 (2.46205472946167) | > loss_disc_real_0: 0.09050711244344711 (0.09050711244344711) | > loss_disc_real_1: 0.172006756067276 (0.172006756067276) | > loss_disc_real_2: 0.2615743577480316 (0.2615743577480316) | > loss_disc_real_3: 0.25500398874282837 (0.25500398874282837) | > loss_disc_real_4: 0.3301757276058197 (0.3301757276058197) | > loss_disc_real_5: 0.292207807302475 (0.292207807302475) | > loss_0: 2.46205472946167 (2.46205472946167) | > loss_gen: 2.473193645477295 (2.473193645477295) | > loss_kl: 2.50095272064209 (2.50095272064209) | > loss_feat: 5.49321985244751 (5.49321985244751) | > loss_mel: 15.544710159301758 (15.544710159301758) | > loss_duration: 2.8955540657043457 (2.8955540657043457) | > loss_1: 28.907630920410156 (28.907630920410156)  --> STEP: 1 | > loss_disc: 2.1771297454833984 (2.1771297454833984) | > loss_disc_real_0: 0.0818118304014206 (0.0818118304014206) | > loss_disc_real_1: 0.14979809522628784 (0.14979809522628784) | > loss_disc_real_2: 0.156010702252388 (0.156010702252388) | > loss_disc_real_3: 0.1924099624156952 (0.1924099624156952) | > loss_disc_real_4: 0.24576453864574432 (0.24576453864574432) | > loss_disc_real_5: 0.20556800067424774 (0.20556800067424774) | > loss_0: 2.1771297454833984 (2.1771297454833984) | > loss_gen: 2.2020065784454346 (2.2020065784454346) | > loss_kl: 2.5836658477783203 (2.5836658477783203) | > loss_feat: 5.99014949798584 (5.99014949798584) | > loss_mel: 18.507036209106445 (18.507036209106445) | > loss_duration: 2.4354088306427 (2.4354088306427) | > loss_1: 31.71826934814453 (31.71826934814453)  --> STEP: 2 | > loss_disc: 2.4603068828582764 (2.3187183141708374) | > loss_disc_real_0: 0.0897851511836052 (0.0857984907925129) | > loss_disc_real_1: 0.21824796497821808 (0.18402303010225296) | > loss_disc_real_2: 0.20689724385738373 (0.18145397305488586) | > loss_disc_real_3: 0.22166046500205994 (0.20703521370887756) | > loss_disc_real_4: 0.225228413939476 (0.23549647629261017) | > loss_disc_real_5: 0.2260228991508484 (0.21579544991254807) | > loss_0: 2.4603068828582764 (2.3187183141708374) | > loss_gen: 2.12697434425354 (2.1644904613494873) | > loss_kl: 3.269989490509033 (2.9268276691436768) | > loss_feat: 5.359729766845703 (5.6749396324157715) | > loss_mel: 20.971343994140625 (19.739190101623535) | > loss_duration: 2.465031862258911 (2.4502203464508057) | > loss_1: 34.19306945800781 (32.95566940307617)  --> STEP: 3 | > loss_disc: 2.23850679397583 (2.2919811407725015) | > loss_disc_real_0: 0.056968435645103455 (0.07618847241004308) | > loss_disc_real_1: 0.16168710589408875 (0.1765777220328649) | > loss_disc_real_2: 0.18648818135261536 (0.18313204248746237) | > loss_disc_real_3: 0.28113919496536255 (0.23173654079437256) | > loss_disc_real_4: 0.20423832535743713 (0.2250770926475525) | > loss_disc_real_5: 0.21932978928089142 (0.2169735630353292) | > loss_0: 2.23850679397583 (2.2919811407725015) | > loss_gen: 2.1914267539978027 (2.1734692255655923) | > loss_kl: 3.0390238761901855 (2.964226404825846) | > loss_feat: 6.2882490158081055 (5.87937609354655) | > loss_mel: 17.404211044311523 (18.9608637491862) | > loss_duration: 2.3747005462646484 (2.4250470797220864) | > loss_1: 31.297611236572266 (32.40298334757487)  --> STEP: 4 | > loss_disc: 2.385162591934204 (2.3152765035629272) | > loss_disc_real_0: 0.09839338809251785 (0.08173970133066177) | > loss_disc_real_1: 0.18673841655254364 (0.17911789566278458) | > loss_disc_real_2: 0.22347009181976318 (0.19321655482053757) | > loss_disc_real_3: 0.24429605901241302 (0.23487642034888268) | > loss_disc_real_4: 0.2385372370481491 (0.22844212874770164) | > loss_disc_real_5: 0.22098520398139954 (0.21797647327184677) | > loss_0: 2.385162591934204 (2.3152765035629272) | > loss_gen: 2.2661142349243164 (2.1966304779052734) | > loss_kl: 3.0498199462890625 (2.9856247901916504) | > loss_feat: 7.685122013092041 (6.330812573432922) | > loss_mel: 18.676410675048828 (18.889750480651855) | > loss_duration: 2.335421085357666 (2.4026405811309814) | > loss_1: 34.01288986206055 (32.80545997619629)  --> STEP: 5 | > loss_disc: 2.687302350997925 (2.389681673049927) | > loss_disc_real_0: 0.14208638668060303 (0.09380903840065002) | > loss_disc_real_1: 0.1608414351940155 (0.17546260356903076) | > loss_disc_real_2: 0.2381363809108734 (0.20220052003860473) | > loss_disc_real_3: 0.27167439460754395 (0.24223601520061494) | > loss_disc_real_4: 0.30043545365333557 (0.24284079372882844) | > loss_disc_real_5: 0.3507762551307678 (0.24453642964363098) | > loss_0: 2.687302350997925 (2.389681673049927) | > loss_gen: 2.117111921310425 (2.1807267665863037) | > loss_kl: 2.729269027709961 (2.9343536376953123) | > loss_feat: 4.18305778503418 (5.901261615753174) | > loss_mel: 18.477516174316406 (18.807303619384765) | > loss_duration: 2.311864137649536 (2.384485292434692) | > loss_1: 29.818819046020508 (32.20813179016113)  --> STEP: 6 | > loss_disc: 2.3270010948181152 (2.3792349100112915) | > loss_disc_real_0: 0.08944271504878998 (0.09308131784200668) | > loss_disc_real_1: 0.12328792363405228 (0.1667668235798677) | > loss_disc_real_2: 0.19517581164836884 (0.20102973530689874) | > loss_disc_real_3: 0.2748001217842102 (0.2476633662978808) | > loss_disc_real_4: 0.29227232933044434 (0.25107938299576443) | > loss_disc_real_5: 0.2639954090118408 (0.24777959287166595) | > loss_0: 2.3270010948181152 (2.3792349100112915) | > loss_gen: 2.263657331466675 (2.1945485273996987) | > loss_kl: 2.9921791553497314 (2.943991223971049) | > loss_feat: 5.799709320068359 (5.884336233139038) | > loss_mel: 18.30953598022461 (18.724342346191406) | > loss_duration: 2.1998820304870605 (2.353718082110087) | > loss_1: 31.564964294433594 (32.10093720753988)  --> STEP: 7 | > loss_disc: 2.269972085952759 (2.363625935145787) | > loss_disc_real_0: 0.0710558071732521 (0.08993481631789889) | > loss_disc_real_1: 0.19020864367485046 (0.17011565502200807) | > loss_disc_real_2: 0.2532913386821747 (0.2084956786462239) | > loss_disc_real_3: 0.2643481492996216 (0.25004690672670093) | > loss_disc_real_4: 0.24609945714473724 (0.2503679650170462) | > loss_disc_real_5: 0.22397442162036896 (0.24437885412148067) | > loss_0: 2.269972085952759 (2.363625935145787) | > loss_gen: 2.525463819503784 (2.2418221405574252) | > loss_kl: 3.870516777038574 (3.0763520172664096) | > loss_feat: 7.549248695373535 (6.122180870601109) | > loss_mel: 18.093212127685547 (18.634180886404856) | > loss_duration: 2.5677742958068848 (2.3842975412096297) | > loss_1: 34.60621643066406 (32.45883423941476)  --> STEP: 8 | > loss_disc: 2.4715092182159424 (2.3771113455295563) | > loss_disc_real_0: 0.16445443034172058 (0.0992497680708766) | > loss_disc_real_1: 0.1393687129020691 (0.1662722872570157) | > loss_disc_real_2: 0.179616779088974 (0.20488581620156765) | > loss_disc_real_3: 0.3008633553981781 (0.25639896281063557) | > loss_disc_real_4: 0.29467716813087463 (0.2559066154062748) | > loss_disc_real_5: 0.24938316643238068 (0.24500439316034317) | > loss_0: 2.4715092182159424 (2.3771113455295563) | > loss_gen: 2.5517773628234863 (2.280566543340683) | > loss_kl: 3.040407180786133 (3.071858912706375) | > loss_feat: 7.478421211242676 (6.291710913181305) | > loss_mel: 17.60810089111328 (18.505920886993408) | > loss_duration: 2.2416629791259766 (2.366468220949173) | > loss_1: 32.920372009277344 (32.51652646064758)  --> STEP: 9 | > loss_disc: 2.3349757194519043 (2.372429609298706) | > loss_disc_real_0: 0.06668053567409515 (0.09563096447123422) | > loss_disc_real_1: 0.12103728204965591 (0.16124617556730905) | > loss_disc_real_2: 0.19831793010234833 (0.20415605107943216) | > loss_disc_real_3: 0.27039363980293274 (0.2579539269208908) | > loss_disc_real_4: 0.21532103419303894 (0.25139710638258195) | > loss_disc_real_5: 0.2082911729812622 (0.2409251464737786) | > loss_0: 2.3349757194519043 (2.372429609298706) | > loss_gen: 2.1539173126220703 (2.2664944065941706) | > loss_kl: 2.936373472213745 (3.056804974873861) | > loss_feat: 8.990684509277344 (6.591596868303087) | > loss_mel: 18.80147933959961 (18.538760715060764) | > loss_duration: 2.1422791481018066 (2.341558323966132) | > loss_1: 35.02473449707031 (32.79521624247233)  --> STEP: 10 | > loss_disc: 2.5624938011169434 (2.3914360284805296) | > loss_disc_real_0: 0.19628861546516418 (0.10569672957062722) | > loss_disc_real_1: 0.261694997549057 (0.17129105776548387) | > loss_disc_real_2: 0.24037812650203705 (0.20777825862169266) | > loss_disc_real_3: 0.2598361074924469 (0.25814214497804644) | > loss_disc_real_4: 0.31852224469184875 (0.2581096202135086) | > loss_disc_real_5: 0.212049201130867 (0.23803755193948745) | > loss_0: 2.5624938011169434 (2.3914360284805296) | > loss_gen: 2.4414567947387695 (2.2839906454086303) | > loss_kl: 2.670248031616211 (3.0181492805480956) | > loss_feat: 5.24850606918335 (6.457287788391113) | > loss_mel: 17.37423324584961 (18.42230796813965) | > loss_duration: 2.309199333190918 (2.3383224248886108) | > loss_1: 30.043643951416016 (32.5200590133667)  --> STEP: 11 | > loss_disc: 2.2873926162719727 (2.38197753646157) | > loss_disc_real_0: 0.0842912420630455 (0.10375077616084706) | > loss_disc_real_1: 0.09800836443901062 (0.16462899473580447) | > loss_disc_real_2: 0.233301043510437 (0.2100985117933967) | > loss_disc_real_3: 0.28844165802001953 (0.26089664616368036) | > loss_disc_real_4: 0.3099221885204315 (0.2628198536959561) | > loss_disc_real_5: 0.25659212470054626 (0.2397243312814019) | > loss_0: 2.2873926162719727 (2.38197753646157) | > loss_gen: 2.4719271659851074 (2.3010757836428555) | > loss_kl: 3.2746479511260986 (3.0414673415097324) | > loss_feat: 6.325210094451904 (6.4452807253057305) | > loss_mel: 18.02489471435547 (18.386179490522906) | > loss_duration: 2.492137908935547 (2.3523056507110596) | > loss_1: 32.58881759643555 (32.52630979364569)  --> STEP: 12 | > loss_disc: 2.3104116916656494 (2.3760137160619097) | > loss_disc_real_0: 0.049300745129585266 (0.09921327357490857) | > loss_disc_real_1: 0.21944862604141235 (0.16919729734460512) | > loss_disc_real_2: 0.19762897491455078 (0.20905938372015953) | > loss_disc_real_3: 0.24087278544902802 (0.259227991104126) | > loss_disc_real_4: 0.24235711991786957 (0.26111462588111556) | > loss_disc_real_5: 0.21618881821632385 (0.23776303852597871) | > loss_0: 2.3104116916656494 (2.3760137160619097) | > loss_gen: 2.1583364009857178 (2.2891808350880942) | > loss_kl: 2.2462785243988037 (2.9752016067504883) | > loss_feat: 5.495275497436523 (6.366113622983296) | > loss_mel: 17.512657165527344 (18.31338596343994) | > loss_duration: 2.272021770477295 (2.345615327358246) | > loss_1: 29.6845703125 (32.28949817021688)  --> STEP: 13 | > loss_disc: 2.3585214614868164 (2.3746681580176716) | > loss_disc_real_0: 0.10302513837814331 (0.09950649394438817) | > loss_disc_real_1: 0.1991206258535385 (0.1714990918452923) | > loss_disc_real_2: 0.23358766734600067 (0.21094617476830116) | > loss_disc_real_3: 0.23868539929389954 (0.25764779173410857) | > loss_disc_real_4: 0.24272911250591278 (0.2597003556214846) | > loss_disc_real_5: 0.19755448400974274 (0.23467007279396057) | > loss_0: 2.3585214614868164 (2.3746681580176716) | > loss_gen: 2.1231155395507812 (2.2764065815852237) | > loss_kl: 2.9350061416625977 (2.9721096478975735) | > loss_feat: 4.509943008422852 (6.223331268017109) | > loss_mel: 14.993847846984863 (18.05803687755878) | > loss_duration: 2.2599477767944336 (2.339025515776414) | > loss_1: 26.821861267089844 (31.868910716130184)  --> STEP: 14 | > loss_disc: 2.5599446296691895 (2.3879021917070657) | > loss_disc_real_0: 0.1364974081516266 (0.10214870210204806) | > loss_disc_real_1: 0.09571138769388199 (0.16608568440590585) | > loss_disc_real_2: 0.19096364080905914 (0.20951885091406958) | > loss_disc_real_3: 0.2358480989933014 (0.2560906708240509) | > loss_disc_real_4: 0.2478083372116089 (0.2588509257350649) | > loss_disc_real_5: 0.28272515535354614 (0.23810257869107382) | > loss_0: 2.5599446296691895 (2.3879021917070657) | > loss_gen: 1.9998183250427246 (2.256650277546474) | > loss_kl: 3.3823959827423096 (3.0014158146721974) | > loss_feat: 5.613411903381348 (6.179765599114554) | > loss_mel: 18.245344161987305 (18.071415969303676) | > loss_duration: 2.4212067127227783 (2.344895601272583) | > loss_1: 31.66217803955078 (31.85414409637451)  --> STEP: 15 | > loss_disc: 2.451284170150757 (2.392127656936645) | > loss_disc_real_0: 0.1377403289079666 (0.10452147722244262) | > loss_disc_real_1: 0.15345875918865204 (0.16524388939142226) | > loss_disc_real_2: 0.19315828382968903 (0.20842814644177754) | > loss_disc_real_3: 0.2692735195159912 (0.2569695274035136) | > loss_disc_real_4: 0.25794658064842224 (0.2587906360626221) | > loss_disc_real_5: 0.22496184706687927 (0.23722652991612753) | > loss_0: 2.451284170150757 (2.392127656936645) | > loss_gen: 2.3694512844085693 (2.2641703446706134) | > loss_kl: 3.11970591545105 (3.0093018213907876) | > loss_feat: 8.828569412231445 (6.356352519989014) | > loss_mel: 18.438522338867188 (18.095889727274578) | > loss_duration: 2.3715763092041016 (2.3466743151346843) | > loss_1: 35.12782287597656 (32.07238934834798)  --> STEP: 16 | > loss_disc: 2.679407835006714 (2.4100826680660243) | > loss_disc_real_0: 0.17552782595157623 (0.10895937401801348) | > loss_disc_real_1: 0.22603125870227814 (0.16904309997335076) | > loss_disc_real_2: 0.2674516439437866 (0.21211711503565311) | > loss_disc_real_3: 0.3435527980327606 (0.26238098181784153) | > loss_disc_real_4: 0.29043126106262207 (0.26076817512512207) | > loss_disc_real_5: 0.27052077651023865 (0.23930742032825947) | > loss_0: 2.679407835006714 (2.4100826680660243) | > loss_gen: 2.3226840496063232 (2.2678274512290955) | > loss_kl: 2.6662371158599854 (2.9878602772951126) | > loss_feat: 7.053525924682617 (6.399925857782364) | > loss_mel: 17.483638763427734 (18.05762404203415) | > loss_duration: 2.349625825881958 (2.346858784556389) | > loss_1: 31.87571144104004 (32.060096979141235)  --> STEP: 17 | > loss_disc: 2.700659990310669 (2.427175451727474) | > loss_disc_real_0: 0.09699079394340515 (0.10825533989597769) | > loss_disc_real_1: 0.2059539556503296 (0.17121432677787893) | > loss_disc_real_2: 0.25661516189575195 (0.21473464720389424) | > loss_disc_real_3: 0.3165043592453003 (0.2655647099018097) | > loss_disc_real_4: 0.3169294595718384 (0.264071780092576) | > loss_disc_real_5: 0.41683298349380493 (0.24975010051446803) | > loss_0: 2.700659990310669 (2.427175451727474) | > loss_gen: 2.3915445804595947 (2.275104929419125) | > loss_kl: 2.5557031631469727 (2.962439270580516) | > loss_feat: 6.986374855041504 (6.434422857621136) | > loss_mel: 18.097511291503906 (18.05997035082649) | > loss_duration: 2.397857427597046 (2.349858704735251) | > loss_1: 32.42898941040039 (32.081796533921185)  --> STEP: 18 | > loss_disc: 2.4271469116210938 (2.4271738661660085) | > loss_disc_real_0: 0.12172866612672806 (0.10900385801990826) | > loss_disc_real_1: 0.174727201461792 (0.17140948648254076) | > loss_disc_real_2: 0.16382399201393127 (0.2119062774711185) | > loss_disc_real_3: 0.18014007806777954 (0.26081889702214134) | > loss_disc_real_4: 0.21537935733795166 (0.26136664549509686) | > loss_disc_real_5: 0.24724425375461578 (0.24961088680558735) | > loss_0: 2.4271469116210938 (2.4271738661660085) | > loss_gen: 1.9902513027191162 (2.259279727935791) | > loss_kl: 3.3063268661499023 (2.9815441370010376) | > loss_feat: 5.787106037139893 (6.398460812038845) | > loss_mel: 13.685937881469727 (17.816968546973335) | > loss_duration: 2.2605624198913574 (2.3448978000217013) | > loss_1: 27.03018569946289 (31.801151487562393)  --> STEP: 19 | > loss_disc: 2.529341459274292 (2.43255110790855) | > loss_disc_real_0: 0.17115090787410736 (0.1122747553806556) | > loss_disc_real_1: 0.21963797509670258 (0.17394782798854927) | > loss_disc_real_2: 0.22415782511234283 (0.21255109576802506) | > loss_disc_real_3: 0.2752489745616913 (0.26157837478738083) | > loss_disc_real_4: 0.29949384927749634 (0.2633733404310126) | > loss_disc_real_5: 0.26756751537323 (0.2505559725196738) | > loss_0: 2.529341459274292 (2.43255110790855) | > loss_gen: 2.2682619094848633 (2.2597524743331108) | > loss_kl: 1.834799885749817 (2.921189176408868) | > loss_feat: 5.543022155761719 (6.353437724866365) | > loss_mel: 17.49659538269043 (17.80010680148476) | > loss_duration: 2.3281631469726562 (2.3440170288085938) | > loss_1: 29.470840454101562 (31.678503538432874)  --> STEP: 20 | > loss_disc: 2.2854971885681152 (2.425198411941528) | > loss_disc_real_0: 0.1115020364522934 (0.11223611943423747) | > loss_disc_real_1: 0.1579071581363678 (0.1731457944959402) | > loss_disc_real_2: 0.21855507791042328 (0.21285129487514495) | > loss_disc_real_3: 0.26579105854034424 (0.261789008975029) | > loss_disc_real_4: 0.20661196112632751 (0.2605352714657784) | > loss_disc_real_5: 0.23714502155780792 (0.2498854249715805) | > loss_0: 2.2854971885681152 (2.425198411941528) | > loss_gen: 2.4230899810791016 (2.26791934967041) | > loss_kl: 2.7270050048828125 (2.911479967832565) | > loss_feat: 6.752953052520752 (6.373413491249083) | > loss_mel: 19.015579223632812 (17.860880422592164) | > loss_duration: 2.288278102874756 (2.3412300825119017) | > loss_1: 33.206905364990234 (31.754923629760743)  --> STEP: 21 | > loss_disc: 2.0108187198638916 (2.405466045652117) | > loss_disc_real_0: 0.08554574847221375 (0.11096514938842683) | > loss_disc_real_1: 0.21982108056545258 (0.175368427165917) | > loss_disc_real_2: 0.20346496999263763 (0.212404327023597) | > loss_disc_real_3: 0.19815698266029358 (0.25875891248385113) | > loss_disc_real_4: 0.19196119904518127 (0.25726983944574994) | > loss_disc_real_5: 0.17418840527534485 (0.2462808049860455) | > loss_0: 2.0108187198638916 (2.405466045652117) | > loss_gen: 2.4894237518310547 (2.2784671783447266) | > loss_kl: 2.644160509109497 (2.8987504697981334) | > loss_feat: 6.965182304382324 (6.401592958541142) | > loss_mel: 16.71515464782715 (17.806322052365257) | > loss_duration: 2.167813777923584 (2.3329721632457914) | > loss_1: 30.981735229492188 (31.71810513450986)  --> STEP: 22 | > loss_disc: 2.5470314025878906 (2.4119008346037427) | > loss_disc_real_0: 0.05181382969021797 (0.10827645303850825) | > loss_disc_real_1: 0.2568032741546631 (0.1790700111199509) | > loss_disc_real_2: 0.1995924413204193 (0.21182196858254346) | > loss_disc_real_3: 0.26978856325149536 (0.2592602602460168) | > loss_disc_real_4: 0.3243442475795746 (0.2603186761791056) | > loss_disc_real_5: 0.25076985359191895 (0.24648485264994882) | > loss_0: 2.5470314025878906 (2.4119008346037427) | > loss_gen: 2.1759748458862305 (2.2738084359602495) | > loss_kl: 2.2400779724121094 (2.8688108108260413) | > loss_feat: 6.049993991851807 (6.38561118732799) | > loss_mel: 17.19655990600586 (17.778605591167103) | > loss_duration: 2.2200136184692383 (2.327837683937766) | > loss_1: 29.882617950439453 (31.634673898870293)  --> STEP: 23 | > loss_disc: 2.2948317527770996 (2.4068108745243237) | > loss_disc_real_0: 0.05495944619178772 (0.10595832230604213) | > loss_disc_real_1: 0.14543096721172333 (0.17760744399350623) | > loss_disc_real_2: 0.2456367015838623 (0.2132921743652095) | > loss_disc_real_3: 0.3661455810070038 (0.2639074481051901) | > loss_disc_real_4: 0.2731865346431732 (0.26087814828623895) | > loss_disc_real_5: 0.20343245565891266 (0.24461300930251245) | > loss_0: 2.2948317527770996 (2.4068108745243237) | > loss_gen: 2.472907543182373 (2.2824649188829507) | > loss_kl: 2.5090010166168213 (2.8531669067299883) | > loss_feat: 6.823671340942383 (6.404657280963399) | > loss_mel: 17.184284210205078 (17.752765531125277) | > loss_duration: 2.2784996032714844 (2.325692549995754) | > loss_1: 31.26836395263672 (31.618747379468836)  --> STEP: 24 | > loss_disc: 2.2801451683044434 (2.401533136765162) | > loss_disc_real_0: 0.06841383874416351 (0.10439396882429719) | > loss_disc_real_1: 0.17196708917617798 (0.17737242920945087) | > loss_disc_real_2: 0.19705365598201752 (0.2126155694325765) | > loss_disc_real_3: 0.23433654010295868 (0.2626753269384305) | > loss_disc_real_4: 0.24205267429351807 (0.26009375353654224) | > loss_disc_real_5: 0.1829681396484375 (0.242044473066926) | > loss_0: 2.2801451683044434 (2.401533136765162) | > loss_gen: 2.2332205772399902 (2.280413071314494) | > loss_kl: 2.351888418197632 (2.83228030304114) | > loss_feat: 6.159729957580566 (6.394451975822448) | > loss_mel: 18.568618774414062 (17.78675941626231) | > loss_duration: 2.3741934299468994 (2.3277134199937186) | > loss_1: 31.687652587890625 (31.621618429819744)  --> STEP: 25 | > loss_disc: 2.489008903503418 (2.405032167434692) | > loss_disc_real_0: 0.0966731458902359 (0.10408513590693474) | > loss_disc_real_1: 0.2012706845998764 (0.1783283594250679) | > loss_disc_real_2: 0.24244137108325958 (0.2138086014986038) | > loss_disc_real_3: 0.24899685382843018 (0.2621281880140305) | > loss_disc_real_4: 0.2185499221086502 (0.2584320002794266) | > loss_disc_real_5: 0.24508871138095856 (0.2421662425994873) | > loss_0: 2.489008903503418 (2.405032167434692) | > loss_gen: 2.039158344268799 (2.2707628822326664) | > loss_kl: 2.91083025932312 (2.8354223012924193) | > loss_feat: 4.303366184234619 (6.3108085441589346) | > loss_mel: 12.556663513183594 (17.577555580139162) | > loss_duration: 2.4019856452941895 (2.330684309005737) | > loss_1: 24.21200180053711 (31.325233764648438)  --> STEP: 26 | > loss_disc: 2.5686042308807373 (2.4113234006441555) | > loss_disc_real_0: 0.06736961007118225 (0.10267300029786733) | > loss_disc_real_1: 0.09791126102209091 (0.17523539410187647) | > loss_disc_real_2: 0.17132137715816498 (0.21217447748551002) | > loss_disc_real_3: 0.18890683352947235 (0.2593119820723167) | > loss_disc_real_4: 0.3592366576194763 (0.2623091024848131) | > loss_disc_real_5: 0.25223660469055176 (0.2425535642183744) | > loss_0: 2.5686042308807373 (2.4113234006441555) | > loss_gen: 1.8822072744369507 (2.255818435778985) | > loss_kl: 2.2480807304382324 (2.812832240874951) | > loss_feat: 8.665063858032227 (6.401356825461753) | > loss_mel: 20.674243927001953 (17.696658978095424) | > loss_duration: 2.2826013565063477 (2.3288349646788378) | > loss_1: 35.752197265625 (31.495501591609074) --> EVAL PERFORMANCE | > avg_loader_time: 0.002328331653888409 (+4.112720489501953e-05) | > avg_loss_disc: 2.4113234006441555 (-0.0008107790580158536) | > avg_loss_disc_real_0: 0.10267300029786733 (-0.08634181334995308) | > avg_loss_disc_real_1: 0.17523539410187647 (-0.03511586785316467) | > avg_loss_disc_real_2: 0.21217447748551002 (-0.01272333413362503) | > avg_loss_disc_real_3: 0.2593119820723167 (+0.009293776865188896) | > avg_loss_disc_real_4: 0.2623091024848131 (-0.010336089592713593) | > avg_loss_disc_real_5: 0.2425535642183744 (-0.03869479665389439) | > avg_loss_0: 2.4113234006441555 (-0.0008107790580158536) | > avg_loss_gen: 2.255818435778985 (-0.3981539331949664) | > avg_loss_kl: 2.812832240874951 (+0.04646796905077455) | > avg_loss_feat: 6.401356825461753 (-0.6526075326479415) | > avg_loss_mel: 17.696658978095424 (-0.21964355615468278) | > avg_loss_duration: 2.3288349646788378 (+0.0019347025797911144) | > avg_loss_1: 31.495501591609074 (-1.222002102778493)  > EPOCH: 544/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:07:50)   --> TIME: 2024-06-11 15:07:53 -- STEP: 4/330 -- GLOBAL_STEP: 267525 | > loss_disc: 2.3789615631103516 (2.3258684873580933) | > loss_disc_real_0: 0.08539486676454544 (0.11486553028225899) | > loss_disc_real_1: 0.21053947508335114 (0.21854167059063911) | > loss_disc_real_2: 0.23962298035621643 (0.2117001637816429) | > loss_disc_real_3: 0.23323099315166473 (0.23195043578743935) | > loss_disc_real_4: 0.2216697484254837 (0.23199012130498886) | > loss_disc_real_5: 0.23231904208660126 (0.2391074225306511) | > loss_0: 2.3789615631103516 (2.3258684873580933) | > grad_norm_0: tensor(15.1925, device='cuda:0') (tensor(10.1078, device='cuda:0')) | > loss_gen: 2.2553727626800537 (2.52680903673172) | > loss_kl: 1.743604063987732 (1.9080598652362823) | > loss_feat: 6.4932146072387695 (6.705345511436462) | > loss_mel: 17.108022689819336 (17.856438636779785) | > loss_duration: 2.188142776489258 (2.1943610310554504) | > loss_1: 29.78835678100586 (31.1910138130188) | > grad_norm_1: tensor(76.4100, device='cuda:0') (tensor(63.9112, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.3419 (0.37597644329071045) | > loader_time: 0.0027 (0.003231227397918701)  --> TIME: 2024-06-11 15:08:02 -- STEP: 29/330 -- GLOBAL_STEP: 267550 | > loss_disc: 2.3191444873809814 (2.3328528239809234) | > loss_disc_real_0: 0.12350696325302124 (0.10710423799424336) | > loss_disc_real_1: 0.16621343791484833 (0.1942139422071391) | > loss_disc_real_2: 0.18570293486118317 (0.21127679173288674) | > loss_disc_real_3: 0.20039887726306915 (0.22718694806098938) | > loss_disc_real_4: 0.23878687620162964 (0.23151972530217008) | > loss_disc_real_5: 0.25289005041122437 (0.22413948383824578) | > loss_0: 2.3191444873809814 (2.3328528239809234) | > grad_norm_0: tensor(7.3962, device='cuda:0') (tensor(10.6145, device='cuda:0')) | > loss_gen: 2.5300545692443848 (2.4935191006496034) | > loss_kl: 1.784432053565979 (1.9388627224955066) | > loss_feat: 6.832423686981201 (6.932819448668381) | > loss_mel: 18.154050827026367 (17.905987575136386) | > loss_duration: 2.004021167755127 (2.043591178696732) | > loss_1: 31.304981231689453 (31.314779873551995) | > grad_norm_1: tensor(96.6627, device='cuda:0') (tensor(113.0150, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.3561 (0.35203363977629565) | > loader_time: 0.0031 (0.003132400841548525)  --> TIME: 2024-06-11 15:08:11 -- STEP: 54/330 -- GLOBAL_STEP: 267575 | > loss_disc: 2.2587287425994873 (2.3413151237699723) | > loss_disc_real_0: 0.10541340708732605 (0.10781706290112601) | > loss_disc_real_1: 0.18356506526470184 (0.19727321962515512) | > loss_disc_real_2: 0.2113678902387619 (0.21149256742662853) | > loss_disc_real_3: 0.20639987289905548 (0.22929076270924675) | > loss_disc_real_4: 0.23747584223747253 (0.23183486665840503) | > loss_disc_real_5: 0.1968979835510254 (0.2231437964019952) | > loss_0: 2.2587287425994873 (2.3413151237699723) | > grad_norm_0: tensor(8.2134, device='cuda:0') (tensor(9.9604, device='cuda:0')) | > loss_gen: 2.513522148132324 (2.493259933259753) | > loss_kl: 1.8602449893951416 (1.919524457719591) | > loss_feat: 7.303485870361328 (7.000344099821867) | > loss_mel: 18.212234497070312 (17.909429267600732) | > loss_duration: 1.9681408405303955 (2.0194874472088284) | > loss_1: 31.857629776000977 (31.342045148213703) | > grad_norm_1: tensor(94.3289, device='cuda:0') (tensor(110.8877, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.361 (0.3598478105333116) | > loader_time: 0.0032 (0.00323735343085395)  --> TIME: 2024-06-11 15:08:20 -- STEP: 79/330 -- GLOBAL_STEP: 267600 | > loss_disc: 2.2773869037628174 (2.353583197050457) | > loss_disc_real_0: 0.11636321246623993 (0.11056588684456257) | > loss_disc_real_1: 0.20593781769275665 (0.19737361654450616) | > loss_disc_real_2: 0.18985629081726074 (0.21256157774713974) | > loss_disc_real_3: 0.20805147290229797 (0.22898773302005815) | > loss_disc_real_4: 0.2138926237821579 (0.2302442723059956) | > loss_disc_real_5: 0.2087486833333969 (0.22321348212942294) | > loss_0: 2.2773869037628174 (2.353583197050457) | > grad_norm_0: tensor(11.4076, device='cuda:0') (tensor(9.8816, device='cuda:0')) | > loss_gen: 2.469520092010498 (2.4699812629554856) | > loss_kl: 1.921547293663025 (1.939112836801553) | > loss_feat: 7.585081577301025 (6.97236863872673) | > loss_mel: 18.142404556274414 (17.875868616224846) | > loss_duration: 1.9623122215270996 (2.0101339439802532) | > loss_1: 32.08086395263672 (31.267465253419513) | > grad_norm_1: tensor(187.9881, device='cuda:0') (tensor(105.9273, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.3753 (0.36218474484697166) | > loader_time: 0.0033 (0.0033668958688084084)  --> TIME: 2024-06-11 15:08:30 -- STEP: 104/330 -- GLOBAL_STEP: 267625 | > loss_disc: 2.3380775451660156 (2.346301216345568) | > loss_disc_real_0: 0.12537944316864014 (0.11155699458546363) | > loss_disc_real_1: 0.19646349549293518 (0.19644324610439629) | > loss_disc_real_2: 0.28611406683921814 (0.21118707238481596) | > loss_disc_real_3: 0.22705131769180298 (0.22836442893514267) | > loss_disc_real_4: 0.2139826864004135 (0.23093014525679442) | > loss_disc_real_5: 0.23261770606040955 (0.2231830066213241) | > loss_0: 2.3380775451660156 (2.346301216345568) | > grad_norm_0: tensor(7.3403, device='cuda:0') (tensor(10.2915, device='cuda:0')) | > loss_gen: 2.504404067993164 (2.4769208477093647) | > loss_kl: 1.9140889644622803 (1.9525136328660524) | > loss_feat: 7.032480239868164 (7.000950661989359) | > loss_mel: 17.332712173461914 (17.77938650204585) | > loss_duration: 2.048955202102661 (2.010109805143797) | > loss_1: 30.8326416015625 (31.219881497896633) | > grad_norm_1: tensor(194.9177, device='cuda:0') (tensor(113.2961, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.3736 (0.3631402781376472) | > loader_time: 0.0038 (0.003458889631124643)  --> TIME: 2024-06-11 15:08:39 -- STEP: 129/330 -- GLOBAL_STEP: 267650 | > loss_disc: 2.368377923965454 (2.3452747958575118) | > loss_disc_real_0: 0.13233265280723572 (0.11220335394375083) | > loss_disc_real_1: 0.21828995645046234 (0.19727742695069125) | > loss_disc_real_2: 0.17131158709526062 (0.21091129278489787) | > loss_disc_real_3: 0.22975501418113708 (0.22768156669398612) | > loss_disc_real_4: 0.25742170214653015 (0.23004576263501664) | > loss_disc_real_5: 0.2441285103559494 (0.22214279826297317) | > loss_0: 2.368377923965454 (2.3452747958575118) | > grad_norm_0: tensor(11.9176, device='cuda:0') (tensor(11.5965, device='cuda:0')) | > loss_gen: 2.4817724227905273 (2.481255913889687) | > loss_kl: 1.9821221828460693 (1.952829125315644) | > loss_feat: 6.50750207901001 (7.026522292647251) | > loss_mel: 17.98419761657715 (17.79009779109511) | > loss_duration: 1.9991610050201416 (2.012692702833072) | > loss_1: 30.954753875732422 (31.263397867365402) | > grad_norm_1: tensor(99.5650, device='cuda:0') (tensor(130.8049, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.361 (0.3643349048703216) | > loader_time: 0.004 (0.0035479734110277755)  --> TIME: 2024-06-11 15:08:49 -- STEP: 154/330 -- GLOBAL_STEP: 267675 | > loss_disc: 2.4889557361602783 (2.35074129971591) | > loss_disc_real_0: 0.1226591244339943 (0.11371529678052122) | > loss_disc_real_1: 0.1565876007080078 (0.19802106297635413) | > loss_disc_real_2: 0.20455233752727509 (0.21081651476296503) | > loss_disc_real_3: 0.23766480386257172 (0.22814573821696368) | > loss_disc_real_4: 0.24919487535953522 (0.22982796242871842) | > loss_disc_real_5: 0.2537565231323242 (0.2222726315066412) | > loss_0: 2.4889557361602783 (2.35074129971591) | > grad_norm_0: tensor(23.4489, device='cuda:0') (tensor(14.4101, device='cuda:0')) | > loss_gen: 2.3525218963623047 (2.4803787237638026) | > loss_kl: 2.0196642875671387 (1.9555712667378513) | > loss_feat: 6.536259174346924 (7.013387407575335) | > loss_mel: 16.78499984741211 (17.775758681359225) | > loss_duration: 2.0310707092285156 (2.0156788462168223) | > loss_1: 29.724515914916992 (31.240774959712834) | > grad_norm_1: tensor(108.6928, device='cuda:0') (tensor(153.6681, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.3763 (0.36638066830573146) | > loader_time: 0.0041 (0.00362961787682075)  --> TIME: 2024-06-11 15:08:59 -- STEP: 179/330 -- GLOBAL_STEP: 267700 | > loss_disc: 2.3383967876434326 (2.353701109326753) | > loss_disc_real_0: 0.10447177290916443 (0.11453441472193382) | > loss_disc_real_1: 0.22864536941051483 (0.1984939454487582) | > loss_disc_real_2: 0.22308114171028137 (0.21128052664535663) | > loss_disc_real_3: 0.20938381552696228 (0.22819076203767147) | > loss_disc_real_4: 0.21373432874679565 (0.22956990021900092) | > loss_disc_real_5: 0.22647352516651154 (0.22255650920241904) | > loss_0: 2.3383967876434326 (2.353701109326753) | > grad_norm_0: tensor(12.8183, device='cuda:0') (tensor(17.0098, device='cuda:0')) | > loss_gen: 2.494037628173828 (2.4796729327580134) | > loss_kl: 1.899702787399292 (1.9635658943453314) | > loss_feat: 6.9956560134887695 (7.008342740256027) | > loss_mel: 17.142730712890625 (17.755186741578527) | > loss_duration: 2.074995994567871 (2.0219915825561436) | > loss_1: 30.60712432861328 (31.228759882836368) | > grad_norm_1: tensor(284.5181, device='cuda:0') (tensor(174.8579, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.3936 (0.36867887347770145) | > loader_time: 0.0048 (0.0037321684746768886)  --> TIME: 2024-06-11 15:09:09 -- STEP: 204/330 -- GLOBAL_STEP: 267725 | > loss_disc: 2.5529000759124756 (2.357973604810007) | > loss_disc_real_0: 0.18271489441394806 (0.1158386711396423) | > loss_disc_real_1: 0.1851852536201477 (0.19819781169587491) | > loss_disc_real_2: 0.21382766962051392 (0.21149076192694544) | > loss_disc_real_3: 0.22961659729480743 (0.22830026436085796) | > loss_disc_real_4: 0.2725677490234375 (0.23028961561766326) | > loss_disc_real_5: 0.23591896891593933 (0.2233312529530011) | > loss_0: 2.5529000759124756 (2.357973604810007) | > grad_norm_0: tensor(78.0553, device='cuda:0') (tensor(19.3427, device='cuda:0')) | > loss_gen: 2.499981641769409 (2.4819676560514137) | > loss_kl: 2.08551025390625 (1.967496811174879) | > loss_feat: 7.647358417510986 (7.0087479002335495) | > loss_mel: 17.782123565673828 (17.70519628711776) | > loss_duration: 2.0342535972595215 (2.029580075951183) | > loss_1: 32.049224853515625 (31.19298869488286) | > grad_norm_1: tensor(529.7925, device='cuda:0') (tensor(197.8946, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.395 (0.3715785274318621) | > loader_time: 0.0045 (0.003847061419019512)  --> TIME: 2024-06-11 15:09:19 -- STEP: 229/330 -- GLOBAL_STEP: 267750 | > loss_disc: 2.3669822216033936 (2.357510551094491) | > loss_disc_real_0: 0.13991312682628632 (0.1161260973157841) | > loss_disc_real_1: 0.20037704706192017 (0.19861450752316603) | > loss_disc_real_2: 0.22324083745479584 (0.21164114434906484) | > loss_disc_real_3: 0.24779370427131653 (0.2287284903000536) | > loss_disc_real_4: 0.2630796432495117 (0.22975366897718355) | > loss_disc_real_5: 0.22748780250549316 (0.22253145628881246) | > loss_0: 2.3669822216033936 (2.357510551094491) | > grad_norm_0: tensor(13.3741, device='cuda:0') (tensor(21.6264, device='cuda:0')) | > loss_gen: 2.554448366165161 (2.4888989571400626) | > loss_kl: 2.0672695636749268 (1.9744550838220587) | > loss_feat: 7.298942565917969 (7.01653566943506) | > loss_mel: 17.167400360107422 (17.658328710164565) | > loss_duration: 2.134490489959717 (2.037968757891758) | > loss_1: 31.222551345825195 (31.17618716543939) | > grad_norm_1: tensor(72.7036, device='cuda:0') (tensor(213.6066, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.4253 (0.3764744918939849) | > loader_time: 0.005 (0.003990178545489583)  --> TIME: 2024-06-11 15:09:30 -- STEP: 254/330 -- GLOBAL_STEP: 267775 | > loss_disc: 2.268453359603882 (2.358871804447627) | > loss_disc_real_0: 0.07906598597764969 (0.1167578935095175) | > loss_disc_real_1: 0.2053837925195694 (0.19851033876496038) | > loss_disc_real_2: 0.2023766040802002 (0.2113434801420827) | > loss_disc_real_3: 0.1866125613451004 (0.22876166499505832) | > loss_disc_real_4: 0.22824399173259735 (0.23018012518488515) | > loss_disc_real_5: 0.2059609740972519 (0.22269547959481636) | > loss_0: 2.268453359603882 (2.358871804447627) | > grad_norm_0: tensor(28.1816, device='cuda:0') (tensor(21.7235, device='cuda:0')) | > loss_gen: 2.501234292984009 (2.4838061576753168) | > loss_kl: 1.9987410306930542 (1.9785505861747923) | > loss_feat: 8.114267349243164 (7.0099558023017225) | > loss_mel: 16.904714584350586 (17.624163349782386) | > loss_duration: 2.0893173217773438 (2.0452050942135593) | > loss_1: 31.608274459838867 (31.141680950254905) | > grad_norm_1: tensor(354.8354, device='cuda:0') (tensor(218.9955, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.4358 (0.38169220488841143) | > loader_time: 0.0052 (0.004143428614759069)  --> TIME: 2024-06-11 15:09:42 -- STEP: 279/330 -- GLOBAL_STEP: 267800 | > loss_disc: 2.379561424255371 (2.361996199495051) | > loss_disc_real_0: 0.15377837419509888 (0.11791369821008388) | > loss_disc_real_1: 0.1944405436515808 (0.19887729053215314) | > loss_disc_real_2: 0.19663630425930023 (0.21205277222886304) | > loss_disc_real_3: 0.24021072685718536 (0.2292995748233624) | > loss_disc_real_4: 0.2121870517730713 (0.2299441479974323) | > loss_disc_real_5: 0.20207548141479492 (0.22247863857335937) | > loss_0: 2.379561424255371 (2.361996199495051) | > grad_norm_0: tensor(44.7050, device='cuda:0') (tensor(22.9690, device='cuda:0')) | > loss_gen: 2.332486629486084 (2.4826153862860907) | > loss_kl: 1.9627203941345215 (1.9826442118613952) | > loss_feat: 7.03696870803833 (7.019898706866849) | > loss_mel: 17.69713592529297 (17.592326926501418) | > loss_duration: 2.14054799079895 (2.0544595073200878) | > loss_1: 31.16986083984375 (31.131944704226697) | > grad_norm_1: tensor(125.3883, device='cuda:0') (tensor(232.0624, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.4317 (0.38730074855161833) | > loader_time: 0.0064 (0.00429968509195526)  --> TIME: 2024-06-11 15:09:53 -- STEP: 304/330 -- GLOBAL_STEP: 267825 | > loss_disc: 2.4416310787200928 (2.364719593995497) | > loss_disc_real_0: 0.059138063341379166 (0.11971964401585099) | > loss_disc_real_1: 0.1994548738002777 (0.1995242553223904) | > loss_disc_real_2: 0.19829429686069489 (0.21221563528831067) | > loss_disc_real_3: 0.23303726315498352 (0.2295096954330802) | > loss_disc_real_4: 0.18567465245723724 (0.22965886997745225) | > loss_disc_real_5: 0.20014658570289612 (0.22218270639055648) | > loss_0: 2.4416310787200928 (2.364719593995497) | > grad_norm_0: tensor(76.2850, device='cuda:0') (tensor(25.6092, device='cuda:0')) | > loss_gen: 2.4116175174713135 (2.484230123068158) | > loss_kl: 2.1665432453155518 (1.988344669342041) | > loss_feat: 8.411625862121582 (7.040418549587852) | > loss_mel: 17.21055030822754 (17.55078845275075) | > loss_duration: 2.199354648590088 (2.0652552839172498) | > loss_1: 32.39969253540039 (31.129037072784023) | > grad_norm_1: tensor(671.3504, device='cuda:0') (tensor(249.2696, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.4707 (0.39329608725874066) | > loader_time: 0.0073 (0.004471239290739359)  --> TIME: 2024-06-11 15:10:22 -- STEP: 329/330 -- GLOBAL_STEP: 267850 | > loss_disc: 2.5981638431549072 (2.3721439091992593) | > loss_disc_real_0: 0.30012333393096924 (0.12239328485355913) | > loss_disc_real_1: 0.3241782784461975 (0.2005161600000589) | > loss_disc_real_2: 0.24921616911888123 (0.2127871365260933) | > loss_disc_real_3: 0.2086663544178009 (0.22962725031158482) | > loss_disc_real_4: 0.25093454122543335 (0.2299810907036338) | > loss_disc_real_5: 0.2612244486808777 (0.22236573329268977) | > loss_0: 2.5981638431549072 (2.3721439091992593) | > grad_norm_0: tensor(42.3967, device='cuda:0') (tensor(26.8105, device='cuda:0')) | > loss_gen: 2.442495346069336 (2.486309281960811) | > loss_kl: 2.191845655441284 (1.9963946425806063) | > loss_feat: 9.740401268005371 (7.1379775537183585) | > loss_mel: 17.928478240966797 (17.52831886314693) | > loss_duration: 2.295924425125122 (2.0797062974570357) | > loss_1: 34.59914779663086 (31.228706655531305) | > grad_norm_1: tensor(143.0946, device='cuda:0') (tensor(258.1526, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 14.5497 (0.44900840611443354) | > loader_time: 0.0328 (0.0048918202292955355)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.428337574005127 (2.428337574005127) | > loss_disc_real_0: 0.15212683379650116 (0.15212683379650116) | > loss_disc_real_1: 0.15572382509708405 (0.15572382509708405) | > loss_disc_real_2: 0.22760987281799316 (0.22760987281799316) | > loss_disc_real_3: 0.24738971889019012 (0.24738971889019012) | > loss_disc_real_4: 0.25510096549987793 (0.25510096549987793) | > loss_disc_real_5: 0.2739432752132416 (0.2739432752132416) | > loss_0: 2.428337574005127 (2.428337574005127) | > loss_gen: 2.6056365966796875 (2.6056365966796875) | > loss_kl: 1.9979699850082397 (1.9979699850082397) | > loss_feat: 7.0992817878723145 (7.0992817878723145) | > loss_mel: 18.425777435302734 (18.425777435302734) | > loss_duration: 2.9177017211914062 (2.9177017211914062) | > loss_1: 33.04636764526367 (33.04636764526367)  --> STEP: 1 | > loss_disc: 2.407423496246338 (2.407423496246338) | > loss_disc_real_0: 0.2212819755077362 (0.2212819755077362) | > loss_disc_real_1: 0.17492063343524933 (0.17492063343524933) | > loss_disc_real_2: 0.1952248364686966 (0.1952248364686966) | > loss_disc_real_3: 0.22484120726585388 (0.22484120726585388) | > loss_disc_real_4: 0.2348281294107437 (0.2348281294107437) | > loss_disc_real_5: 0.24419228732585907 (0.24419228732585907) | > loss_0: 2.407423496246338 (2.407423496246338) | > loss_gen: 2.6027941703796387 (2.6027941703796387) | > loss_kl: 3.0730440616607666 (3.0730440616607666) | > loss_feat: 8.15267276763916 (8.15267276763916) | > loss_mel: 18.241853713989258 (18.241853713989258) | > loss_duration: 2.3493683338165283 (2.3493683338165283) | > loss_1: 34.419734954833984 (34.419734954833984)  --> STEP: 2 | > loss_disc: 2.5136704444885254 (2.4605469703674316) | > loss_disc_real_0: 0.20675964653491974 (0.21402081102132797) | > loss_disc_real_1: 0.2808234691619873 (0.22787205129861832) | > loss_disc_real_2: 0.24089185893535614 (0.21805834770202637) | > loss_disc_real_3: 0.20628131926059723 (0.21556126326322556) | > loss_disc_real_4: 0.2256956398487091 (0.2302618846297264) | > loss_disc_real_5: 0.2522907555103302 (0.24824152141809464) | > loss_0: 2.5136704444885254 (2.4605469703674316) | > loss_gen: 2.532191753387451 (2.567492961883545) | > loss_kl: 3.3168468475341797 (3.194945454597473) | > loss_feat: 6.063773155212402 (7.108222961425781) | > loss_mel: 18.44337272644043 (18.342613220214844) | > loss_duration: 2.4570326805114746 (2.4032005071640015) | > loss_1: 32.81321716308594 (33.61647605895996)  --> STEP: 3 | > loss_disc: 2.3258285522460938 (2.4156408309936523) | > loss_disc_real_0: 0.1667572557926178 (0.1982662926117579) | > loss_disc_real_1: 0.0758419930934906 (0.1771953652302424) | > loss_disc_real_2: 0.20831726491451263 (0.21481132010618845) | > loss_disc_real_3: 0.19988970458507538 (0.21033741037050882) | > loss_disc_real_4: 0.2774665057659149 (0.24599675834178925) | > loss_disc_real_5: 0.3190075755119324 (0.27183020611604053) | > loss_0: 2.3258285522460938 (2.4156408309936523) | > loss_gen: 2.660250186920166 (2.598412036895752) | > loss_kl: 3.1094865798950195 (3.1664591630299888) | > loss_feat: 6.758573532104492 (6.9916731516520185) | > loss_mel: 19.134531021118164 (18.60658582051595) | > loss_duration: 2.345285177230835 (2.3838953971862793) | > loss_1: 34.00812530517578 (33.74702580769857)  --> STEP: 4 | > loss_disc: 2.45007586479187 (2.424249589443207) | > loss_disc_real_0: 0.21410176157951355 (0.20222515985369682) | > loss_disc_real_1: 0.16822871565818787 (0.17495370283722878) | > loss_disc_real_2: 0.1971726417541504 (0.21040165051817894) | > loss_disc_real_3: 0.23917481303215027 (0.2175467610359192) | > loss_disc_real_4: 0.21378715336322784 (0.2379443570971489) | > loss_disc_real_5: 0.3109012246131897 (0.28159796074032784) | > loss_0: 2.45007586479187 (2.424249589443207) | > loss_gen: 2.8964364528656006 (2.672918140888214) | > loss_kl: 3.5446557998657227 (3.261008322238922) | > loss_feat: 8.556838035583496 (7.382964372634888) | > loss_mel: 18.661197662353516 (18.620238780975342) | > loss_duration: 2.379321575164795 (2.382751941680908) | > loss_1: 36.038448333740234 (34.319881439208984)  --> STEP: 5 | > loss_disc: 2.1621720790863037 (2.371834087371826) | > loss_disc_real_0: 0.20748741924762726 (0.2032776117324829) | > loss_disc_real_1: 0.20508624613285065 (0.18098021149635315) | > loss_disc_real_2: 0.22172635793685913 (0.21266659200191498) | > loss_disc_real_3: 0.21583892405033112 (0.21720519363880159) | > loss_disc_real_4: 0.2123774290084839 (0.2328309714794159) | > loss_disc_real_5: 0.2445216327905655 (0.27418269515037536) | > loss_0: 2.1621720790863037 (2.371834087371826) | > loss_gen: 3.119769334793091 (2.7622883796691893) | > loss_kl: 2.4555559158325195 (3.099917840957642) | > loss_feat: 7.626926898956299 (7.43175687789917) | > loss_mel: 18.874053955078125 (18.671001815795897) | > loss_duration: 2.3380627632141113 (2.373814105987549) | > loss_1: 34.41436767578125 (34.33877868652344)  --> STEP: 6 | > loss_disc: 2.2840824127197266 (2.357208808263143) | > loss_disc_real_0: 0.15022818744182587 (0.1944360410173734) | > loss_disc_real_1: 0.22775837779045105 (0.18877657254536948) | > loss_disc_real_2: 0.20723837614059448 (0.21176188935836157) | > loss_disc_real_3: 0.23940078914165497 (0.22090445955594382) | > loss_disc_real_4: 0.27597641944885254 (0.240021879474322) | > loss_disc_real_5: 0.23879015445709229 (0.2682839383681615) | > loss_0: 2.2840824127197266 (2.357208808263143) | > loss_gen: 2.8181328773498535 (2.7715957959493003) | > loss_kl: 2.5692760944366455 (3.011477549870809) | > loss_feat: 6.161130428314209 (7.219985802968343) | > loss_mel: 18.95109748840332 (18.717684427897137) | > loss_duration: 2.1923651695251465 (2.3435726165771484) | > loss_1: 32.69200134277344 (34.06431579589844)  --> STEP: 7 | > loss_disc: 2.057481527328491 (2.314390625272478) | > loss_disc_real_0: 0.060353171080350876 (0.17528134531208447) | > loss_disc_real_1: 0.14349021017551422 (0.1823070922068187) | > loss_disc_real_2: 0.2707997262477875 (0.220195866056851) | > loss_disc_real_3: 0.22097772359848022 (0.22091492584773473) | > loss_disc_real_4: 0.2535872757434845 (0.2419597932270595) | > loss_disc_real_5: 0.2474459856748581 (0.2653070879834039) | > loss_0: 2.057481527328491 (2.314390625272478) | > loss_gen: 2.913116931915283 (2.7918131010872975) | > loss_kl: 4.177711486816406 (3.1780823980058943) | > loss_feat: 7.474623680114746 (7.256362642560687) | > loss_mel: 20.002893447875977 (18.90128571646554) | > loss_duration: 2.527613878250122 (2.3698642253875732) | > loss_1: 37.0959587097168 (34.497407640729634)  --> STEP: 8 | > loss_disc: 2.2469849586486816 (2.305964916944504) | > loss_disc_real_0: 0.15495151281356812 (0.17274011624976993) | > loss_disc_real_1: 0.1903110146522522 (0.1833075825124979) | > loss_disc_real_2: 0.1797288954257965 (0.21513749472796917) | > loss_disc_real_3: 0.18574994802474976 (0.2165193036198616) | > loss_disc_real_4: 0.19923505187034607 (0.23661920055747032) | > loss_disc_real_5: 0.2594297230243683 (0.26457241736352444) | > loss_0: 2.2469849586486816 (2.305964916944504) | > loss_gen: 2.5879387855529785 (2.766328811645508) | > loss_kl: 3.1761651039123535 (3.1778427362442017) | > loss_feat: 9.31061840057373 (7.513144612312317) | > loss_mel: 18.527202606201172 (18.854525327682495) | > loss_duration: 2.194185733795166 (2.3479044139385223) | > loss_1: 35.796112060546875 (34.65974569320679)  --> STEP: 9 | > loss_disc: 2.668752670288086 (2.346274667316013) | > loss_disc_real_0: 0.2796337604522705 (0.18461718782782555) | > loss_disc_real_1: 0.3400534987449646 (0.2007237954272164) | > loss_disc_real_2: 0.206818088889122 (0.21421311630143058) | > loss_disc_real_3: 0.2020801454782486 (0.21491495271523794) | > loss_disc_real_4: 0.27533796429634094 (0.24092128541734484) | > loss_disc_real_5: 0.28731685876846313 (0.26709957751962876) | > loss_0: 2.668752670288086 (2.346274667316013) | > loss_gen: 2.647883415222168 (2.7531682120429144) | > loss_kl: 3.382783889770508 (3.2006139755249023) | > loss_feat: 7.312173366546631 (7.4908144738939075) | > loss_mel: 18.921417236328125 (18.861957761976456) | > loss_duration: 2.156660556793213 (2.3266550964779324) | > loss_1: 34.420921325683594 (34.63320965237088)  --> STEP: 10 | > loss_disc: 2.398489475250244 (2.351496148109436) | > loss_disc_real_0: 0.26409536600112915 (0.1925650056451559) | > loss_disc_real_1: 0.18272322416305542 (0.19892373830080032) | > loss_disc_real_2: 0.18593867123126984 (0.21138567179441453) | > loss_disc_real_3: 0.1976471096277237 (0.21318816840648652) | > loss_disc_real_4: 0.22763919830322266 (0.2395930767059326) | > loss_disc_real_5: 0.19079367816448212 (0.2594689875841141) | > loss_0: 2.398489475250244 (2.351496148109436) | > loss_gen: 2.334033489227295 (2.7112547397613525) | > loss_kl: 2.760152578353882 (3.1565678358078) | > loss_feat: 4.548817157745361 (7.196614742279053) | > loss_mel: 13.953570365905762 (18.371119022369385) | > loss_duration: 2.3201241493225098 (2.32600200176239) | > loss_1: 25.916696548461914 (33.76155834197998)  --> STEP: 11 | > loss_disc: 2.2778842449188232 (2.3448041569102895) | > loss_disc_real_0: 0.27456116676330566 (0.20001920211044225) | > loss_disc_real_1: 0.16428320109844208 (0.19577459855513138) | > loss_disc_real_2: 0.2224808931350708 (0.21239432827992874) | > loss_disc_real_3: 0.16334472596645355 (0.20865694636648352) | > loss_disc_real_4: 0.1752822995185852 (0.23374664241617377) | > loss_disc_real_5: 0.22805090248584747 (0.2566127980297262) | > loss_0: 2.2778842449188232 (2.3448041569102895) | > loss_gen: 2.6457576751708984 (2.7053004611622202) | > loss_kl: 3.0960237979888916 (3.1510638323697178) | > loss_feat: 7.479444980621338 (7.2223265821283515) | > loss_mel: 16.21285057067871 (18.174912799488414) | > loss_duration: 2.447960376739502 (2.3370891267603096) | > loss_1: 31.882036209106445 (33.59069269353693)  --> STEP: 12 | > loss_disc: 2.7275338172912598 (2.37669829527537) | > loss_disc_real_0: 0.2510734796524048 (0.20427372523893914) | > loss_disc_real_1: 0.26453325152397156 (0.20150448630253473) | > loss_disc_real_2: 0.2638223171234131 (0.21667999401688576) | > loss_disc_real_3: 0.2955622971057892 (0.21589905892809233) | > loss_disc_real_4: 0.3028184771537781 (0.23950262864430746) | > loss_disc_real_5: 0.2765135169029236 (0.2582711912691593) | > loss_0: 2.7275338172912598 (2.37669829527537) | > loss_gen: 2.459808111190796 (2.6848427653312683) | > loss_kl: 2.195101022720337 (3.071400264898936) | > loss_feat: 5.724144458770752 (7.097478071848552) | > loss_mel: 17.086795806884766 (18.08423638343811) | > loss_duration: 2.267186403274536 (2.3312638998031616) | > loss_1: 29.7330379486084 (33.269221464792885)  --> STEP: 13 | > loss_disc: 2.5889971256256104 (2.393028974533081) | > loss_disc_real_0: 0.20647454261779785 (0.20444301888346672) | > loss_disc_real_1: 0.2840978503227234 (0.2078578219963954) | > loss_disc_real_2: 0.28072047233581543 (0.22160618465680343) | > loss_disc_real_3: 0.24514439702033997 (0.21814870031980368) | > loss_disc_real_4: 0.29742929339408875 (0.24395852593275216) | > loss_disc_real_5: 0.29592058062553406 (0.2611672981427266) | > loss_0: 2.5889971256256104 (2.393028974533081) | > loss_gen: 2.517681360244751 (2.6719841957092285) | > loss_kl: 2.712481737136841 (3.0437911473787747) | > loss_feat: 4.398001670837402 (6.88982604100154) | > loss_mel: 13.593183517456055 (17.738770778362568) | > loss_duration: 2.2190093994140625 (2.3226289382347693) | > loss_1: 25.440357208251953 (32.66700113736666)  --> STEP: 14 | > loss_disc: 2.6718246936798096 (2.412942954472133) | > loss_disc_real_0: 0.2540503740310669 (0.2079864013940096) | > loss_disc_real_1: 0.3234141170978546 (0.21611184307507106) | > loss_disc_real_2: 0.16553013026714325 (0.21760075220039912) | > loss_disc_real_3: 0.21931086480617523 (0.2182317120688302) | > loss_disc_real_4: 0.2313411682844162 (0.24305728610072816) | > loss_disc_real_5: 0.25465652346611023 (0.2607022428086826) | > loss_0: 2.6718246936798096 (2.412942954472133) | > loss_gen: 2.535386562347412 (2.66222722189767) | > loss_kl: 3.576380729675293 (3.0818332603999545) | > loss_feat: 6.880124092102051 (6.889133044651577) | > loss_mel: 19.758384704589844 (17.88302891595023) | > loss_duration: 2.3807129859924316 (2.3267777987888882) | > loss_1: 35.13098907470703 (32.84300027574812)  --> STEP: 15 | > loss_disc: 2.255977153778076 (2.402478567759196) | > loss_disc_real_0: 0.168670654296875 (0.20536535158753394) | > loss_disc_real_1: 0.18141019344329834 (0.2137983997662862) | > loss_disc_real_2: 0.21576336026191711 (0.21747825940450033) | > loss_disc_real_3: 0.2042400985956192 (0.21729893783728282) | > loss_disc_real_4: 0.21214890480041504 (0.24099672734737396) | > loss_disc_real_5: 0.24452704191207886 (0.25962389608224234) | > loss_0: 2.255977153778076 (2.402478567759196) | > loss_gen: 2.7916741371154785 (2.6708570162455243) | > loss_kl: 3.111192464828491 (3.0837905406951904) | > loss_feat: 6.248492240905762 (6.846423657735189) | > loss_mel: 18.532251358032227 (17.92631041208903) | > loss_duration: 2.3398749828338623 (2.3276509443918862) | > loss_1: 33.02348709106445 (32.855032730102536)  --> STEP: 16 | > loss_disc: 3.2461349964141846 (2.4552070945501328) | > loss_disc_real_0: 0.3646615743637085 (0.21532136551104486) | > loss_disc_real_1: 0.7778239846229553 (0.24904999881982803) | > loss_disc_real_2: 0.21838845312595367 (0.21753514651209116) | > loss_disc_real_3: 0.28446877002716064 (0.22149705234915018) | > loss_disc_real_4: 0.33077844977378845 (0.24660808499902487) | > loss_disc_real_5: 0.2728460431098938 (0.26045028027147055) | > loss_0: 3.2461349964141846 (2.4552070945501328) | > loss_gen: 3.060708522796631 (2.6952227354049683) | > loss_kl: 3.270237445831299 (3.095443472266197) | > loss_feat: 7.335417747497559 (6.876985788345337) | > loss_mel: 17.02052879333496 (17.8696990609169) | > loss_duration: 2.3786675930023193 (2.3308394849300385) | > loss_1: 33.06555938720703 (32.86819064617157)  --> STEP: 17 | > loss_disc: 2.656785249710083 (2.4670646330889534) | > loss_disc_real_0: 0.21849074959754944 (0.21550779986907453) | > loss_disc_real_1: 0.22163125872612 (0.24743713175549226) | > loss_disc_real_2: 0.3323054611682892 (0.22428634149186752) | > loss_disc_real_3: 0.21162357926368713 (0.2209162598147112) | > loss_disc_real_4: 0.31529027223587036 (0.2506482136600158) | > loss_disc_real_5: 0.3767736256122589 (0.2672928299973993) | > loss_0: 2.656785249710083 (2.4670646330889534) | > loss_gen: 2.622265338897705 (2.6909311238457176) | > loss_kl: 2.6141161918640137 (3.0671301028307747) | > loss_feat: 5.835854530334473 (6.815742773168227) | > loss_mel: 17.57970428466797 (17.852640544666965) | > loss_duration: 2.4456725120544434 (2.337594368878533) | > loss_1: 31.097612380981445 (32.76403898351333)  --> STEP: 18 | > loss_disc: 2.414444923400879 (2.4641413158840604) | > loss_disc_real_0: 0.24216341972351074 (0.21698866763876545) | > loss_disc_real_1: 0.18810124695301056 (0.24414069371090996) | > loss_disc_real_2: 0.20898568630218506 (0.22343630509244072) | > loss_disc_real_3: 0.1497509479522705 (0.21696263137790892) | > loss_disc_real_4: 0.23532116413116455 (0.24979671090841293) | > loss_disc_real_5: 0.23844894766807556 (0.2656903920902146) | > loss_0: 2.414444923400879 (2.4641413158840604) | > loss_gen: 2.4152462482452393 (2.6756152974234686) | > loss_kl: 2.4813365936279297 (3.034586018986172) | > loss_feat: 9.601250648498535 (6.970493210686578) | > loss_mel: 18.22092056274414 (17.87310054567125) | > loss_duration: 2.231450080871582 (2.331697463989258) | > loss_1: 34.95020294189453 (32.88549253675673)  --> STEP: 19 | > loss_disc: 2.578105926513672 (2.470139453285619) | > loss_disc_real_0: 0.23816198110580444 (0.2181030525580833) | > loss_disc_real_1: 0.1540764570236206 (0.2394004707273684) | > loss_disc_real_2: 0.20753151178359985 (0.22259921070776487) | > loss_disc_real_3: 0.21098142862319946 (0.21664783123292422) | > loss_disc_real_4: 0.2420995831489563 (0.2493915989210731) | > loss_disc_real_5: 0.16755731403827667 (0.26052549324537577) | > loss_0: 2.578105926513672 (2.470139453285619) | > loss_gen: 2.233628988265991 (2.652352860099391) | > loss_kl: 2.2646985054016113 (2.994065623534353) | > loss_feat: 9.942594528198242 (7.12691959581877) | > loss_mel: 17.602741241455078 (17.858871108607243) | > loss_duration: 2.312251567840576 (2.330673995770906) | > loss_1: 34.35591506958008 (32.96288319637901)  --> STEP: 20 | > loss_disc: 2.5490167140960693 (2.4740833163261415) | > loss_disc_real_0: 0.1845395863056183 (0.21642487924546003) | > loss_disc_real_1: 0.1659877747297287 (0.23572983592748642) | > loss_disc_real_2: 0.3053252696990967 (0.22673551365733147) | > loss_disc_real_3: 0.23707817494869232 (0.2176693484187126) | > loss_disc_real_4: 0.2834561765193939 (0.25109482780098913) | > loss_disc_real_5: 0.25640869140625 (0.2603196531534195) | > loss_0: 2.5490167140960693 (2.4740833163261415) | > loss_gen: 2.6218137741088867 (2.6508259057998655) | > loss_kl: 2.5342962741851807 (2.9710771560668947) | > loss_feat: 7.985518932342529 (7.169849562644958) | > loss_mel: 18.92454719543457 (17.91215491294861) | > loss_duration: 2.3023455142974854 (2.329257571697235) | > loss_1: 34.36852264404297 (33.03316516876221)  --> STEP: 21 | > loss_disc: 2.396868944168091 (2.4704064414614724) | > loss_disc_real_0: 0.24978919327259064 (0.21801365610389484) | > loss_disc_real_1: 0.16655148565769196 (0.23243562877178192) | > loss_disc_real_2: 0.3135055601596832 (0.23086742063363394) | > loss_disc_real_3: 0.20105290412902832 (0.21687808916682288) | > loss_disc_real_4: 0.26244819164276123 (0.25163546417440685) | > loss_disc_real_5: 0.2160697728395462 (0.258212515995616) | > loss_0: 2.396868944168091 (2.4704064414614724) | > loss_gen: 2.7983779907226562 (2.657852195558094) | > loss_kl: 2.070129632949829 (2.92817489306132) | > loss_feat: 6.096557140350342 (7.118740399678548) | > loss_mel: 17.0792293548584 (17.872491791134788) | > loss_duration: 2.1973867416381836 (2.3229780083610896) | > loss_1: 30.241680145263672 (32.90023731050037)  --> STEP: 22 | > loss_disc: 2.4550421237945557 (2.469708063385703) | > loss_disc_real_0: 0.13833190500736237 (0.2143917583267797) | > loss_disc_real_1: 0.19674216210842133 (0.2308131984689019) | > loss_disc_real_2: 0.2225203812122345 (0.23048800975084305) | > loss_disc_real_3: 0.1938869059085846 (0.2158330353823575) | > loss_disc_real_4: 0.28973376750946045 (0.2533672052350911) | > loss_disc_real_5: 0.3301074504852295 (0.2614804675633257) | > loss_0: 2.4550421237945557 (2.469708063385703) | > loss_gen: 2.631150960922241 (2.656638503074646) | > loss_kl: 2.1813242435455322 (2.894227136265148) | > loss_feat: 8.30828857421875 (7.172810771248558) | > loss_mel: 19.59564971923828 (17.95081715150313) | > loss_duration: 2.203883647918701 (2.317564628340981) | > loss_1: 34.92029571533203 (32.99205814708363)  --> STEP: 23 | > loss_disc: 2.646225690841675 (2.4773827428403106) | > loss_disc_real_0: 0.24850352108478546 (0.215874878446693) | > loss_disc_real_1: 0.1942686289548874 (0.2292243041422056) | > loss_disc_real_2: 0.29614347219467163 (0.23334259507448776) | > loss_disc_real_3: 0.2636629641056061 (0.2179125975007596) | > loss_disc_real_4: 0.2554185688495636 (0.2534563949574595) | > loss_disc_real_5: 0.2599939703941345 (0.26141583725162176) | > loss_0: 2.646225690841675 (2.4773827428403106) | > loss_gen: 2.4994027614593506 (2.6498021664826767) | > loss_kl: 2.577784538269043 (2.88046876243923) | > loss_feat: 4.607638835906982 (7.061281556668489) | > loss_mel: 16.405780792236328 (17.883641657621965) | > loss_duration: 2.2701334953308105 (2.3155024051666255) | > loss_1: 28.360740661621094 (32.790696517280914)  --> STEP: 24 | > loss_disc: 2.6589624881744385 (2.484948565562566) | > loss_disc_real_0: 0.23115476965904236 (0.2165115405805409) | > loss_disc_real_1: 0.2970462143421173 (0.23205021706720194) | > loss_disc_real_2: 0.2282768338918686 (0.23313152169187865) | > loss_disc_real_3: 0.2875719368457794 (0.22081506997346878) | > loss_disc_real_4: 0.2656388282775879 (0.2539639963457982) | > loss_disc_real_5: 0.2845660150051117 (0.2623804279913505) | > loss_0: 2.6589624881744385 (2.484948565562566) | > loss_gen: 2.508294105529785 (2.643905997276306) | > loss_kl: 2.3054537773132324 (2.856509804725647) | > loss_feat: 5.3428754806518555 (6.989681303501129) | > loss_mel: 17.994731903076172 (17.888270417849224) | > loss_duration: 2.41499662399292 (2.319647997617721) | > loss_1: 30.56635284423828 (32.69801553090414)  --> STEP: 25 | > loss_disc: 2.7733266353607178 (2.496483688354492) | > loss_disc_real_0: 0.2910388708114624 (0.21949263378977776) | > loss_disc_real_1: 0.16370321810245514 (0.22931633710861207) | > loss_disc_real_2: 0.252424955368042 (0.23390325903892517) | > loss_disc_real_3: 0.2803228199481964 (0.2231953799724579) | > loss_disc_real_4: 0.33953508734703064 (0.2573868399858475) | > loss_disc_real_5: 0.3139247000217438 (0.2644421988725662) | > loss_0: 2.7733266353607178 (2.496483688354492) | > loss_gen: 2.3325161933898926 (2.63145040512085) | > loss_kl: 2.495927333831787 (2.8420865058898928) | > loss_feat: 5.179614067077637 (6.917278614044189) | > loss_mel: 16.73273468017578 (17.842048988342285) | > loss_duration: 2.3509769439697266 (2.3209011554718013) | > loss_1: 29.091768264770508 (32.55376564025879)  --> STEP: 26 | > loss_disc: 2.420924425125122 (2.4935775628456702) | > loss_disc_real_0: 0.11911846697330475 (0.2156320889122211) | > loss_disc_real_1: 0.1670600026845932 (0.22692186270768827) | > loss_disc_real_2: 0.15773403644561768 (0.2309736735545672) | > loss_disc_real_3: 0.07690645009279251 (0.21756888266939384) | > loss_disc_real_4: 0.32590252161026 (0.2600220585098634) | > loss_disc_real_5: 0.17344403266906738 (0.26094226940320087) | > loss_0: 2.420924425125122 (2.4935775628456702) | > loss_gen: 2.3065812587738037 (2.6189554379536557) | > loss_kl: 2.590648651123047 (2.832415819168091) | > loss_feat: 12.986176490783691 (7.150697763149555) | > loss_mel: 19.7124080657959 (17.913985875936653) | > loss_duration: 2.2600865364074707 (2.3185621316616345) | > loss_1: 39.855899810791016 (32.834616954510025) --> EVAL PERFORMANCE | > avg_loader_time: 0.002349706796499399 (+2.1375142610989984e-05) | > avg_loss_disc: 2.4935775628456702 (+0.08225416220151471) | > avg_loss_disc_real_0: 0.2156320889122211 (+0.11295908861435378) | > avg_loss_disc_real_1: 0.22692186270768827 (+0.0516864686058118) | > avg_loss_disc_real_2: 0.2309736735545672 (+0.018799196069057167) | > avg_loss_disc_real_3: 0.21756888266939384 (-0.04174309940292287) | > avg_loss_disc_real_4: 0.2600220585098634 (-0.0022870439749497207) | > avg_loss_disc_real_5: 0.26094226940320087 (+0.018388705184826465) | > avg_loss_0: 2.4935775628456702 (+0.08225416220151471) | > avg_loss_gen: 2.6189554379536557 (+0.3631370021746707) | > avg_loss_kl: 2.832415819168091 (+0.019583578293139947) | > avg_loss_feat: 7.150697763149555 (+0.7493409376878022) | > avg_loss_mel: 17.913985875936653 (+0.21732689784122883) | > avg_loss_duration: 2.3185621316616345 (-0.010272833017203276) | > avg_loss_1: 32.834616954510025 (+1.3391153629009516)  > EPOCH: 545/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:10:28)   --> TIME: 2024-06-11 15:10:38 -- STEP: 24/330 -- GLOBAL_STEP: 267875 | > loss_disc: 2.366511106491089 (2.346769164005915) | > loss_disc_real_0: 0.1377624273300171 (0.11143724030504625) | > loss_disc_real_1: 0.1990799754858017 (0.2021827350060145) | > loss_disc_real_2: 0.2373807728290558 (0.21091599203646183) | > loss_disc_real_3: 0.23187051713466644 (0.22463253947595754) | > loss_disc_real_4: 0.22305694222450256 (0.22895000067849955) | > loss_disc_real_5: 0.2018115371465683 (0.2209734699378411) | > loss_0: 2.366511106491089 (2.346769164005915) | > grad_norm_0: tensor(9.0769, device='cuda:0') (tensor(8.6076, device='cuda:0')) | > loss_gen: 2.525571346282959 (2.49395685394605) | > loss_kl: 1.8131033182144165 (1.9009822259346645) | > loss_feat: 7.745140075683594 (7.043967465559642) | > loss_mel: 17.424938201904297 (18.005491574605305) | > loss_duration: 1.9789278507232666 (2.0594345281521482) | > loss_1: 31.487680435180664 (31.503832658131916) | > grad_norm_1: tensor(123.2268, device='cuda:0') (tensor(85.6156, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3548 (0.3595347007115682) | > loader_time: 0.0036 (0.003063758214314779)  --> TIME: 2024-06-11 15:10:47 -- STEP: 49/330 -- GLOBAL_STEP: 267900 | > loss_disc: 2.3677761554718018 (2.3737749615494086) | > loss_disc_real_0: 0.08063794672489166 (0.11497397431913688) | > loss_disc_real_1: 0.17220015823841095 (0.1998467463619855) | > loss_disc_real_2: 0.21077995002269745 (0.21128561241286142) | > loss_disc_real_3: 0.2068285048007965 (0.22817156479066733) | > loss_disc_real_4: 0.22692911326885223 (0.23275639998669528) | > loss_disc_real_5: 0.21917328238487244 (0.22353210163359738) | > loss_0: 2.3677761554718018 (2.3737749615494086) | > grad_norm_0: tensor(10.5129, device='cuda:0') (tensor(9.5335, device='cuda:0')) | > loss_gen: 2.452359437942505 (2.4815196844996246) | > loss_kl: 1.9418903589248657 (1.9342233064223309) | > loss_feat: 7.152825832366943 (6.988630275337064) | > loss_mel: 17.68033218383789 (17.892980458785072) | > loss_duration: 1.946637511253357 (2.0232105279455372) | > loss_1: 31.17404556274414 (31.320564153243083) | > grad_norm_1: tensor(86.4184, device='cuda:0') (tensor(101.2879, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3484 (0.35894785608564106) | > loader_time: 0.0034 (0.0032862546492596063)  --> TIME: 2024-06-11 15:10:56 -- STEP: 74/330 -- GLOBAL_STEP: 267925 | > loss_disc: 2.2763969898223877 (2.3733866440283284) | > loss_disc_real_0: 0.06534501910209656 (0.11696509312133531) | > loss_disc_real_1: 0.16711702942848206 (0.19957351322109634) | > loss_disc_real_2: 0.21132320165634155 (0.21146482108412562) | > loss_disc_real_3: 0.25125688314437866 (0.2283286834890778) | > loss_disc_real_4: 0.23189546167850494 (0.23303225757302465) | > loss_disc_real_5: 0.24181543290615082 (0.22236278069180412) | > loss_0: 2.2763969898223877 (2.3733866440283284) | > grad_norm_0: tensor(17.7947, device='cuda:0') (tensor(9.7249, device='cuda:0')) | > loss_gen: 2.5495223999023438 (2.4699178773003663) | > loss_kl: 1.9078600406646729 (1.9455502145999186) | > loss_feat: 7.050961494445801 (6.959307341962246) | > loss_mel: 17.895627975463867 (17.867664440258125) | > loss_duration: 1.943047046661377 (2.0094610984260965) | > loss_1: 31.34701919555664 (31.251900956437396) | > grad_norm_1: tensor(114.8696, device='cuda:0') (tensor(104.5757, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3469 (0.36036744633236445) | > loader_time: 0.0035 (0.003409066715755978)  --> TIME: 2024-06-11 15:11:05 -- STEP: 99/330 -- GLOBAL_STEP: 267950 | > loss_disc: 2.3862316608428955 (2.365094572606712) | > loss_disc_real_0: 0.1413365751504898 (0.11688316297350508) | > loss_disc_real_1: 0.17811843752861023 (0.19870228914901464) | > loss_disc_real_2: 0.2179538905620575 (0.21119624722485592) | > loss_disc_real_3: 0.2563153803348541 (0.22851612576932617) | > loss_disc_real_4: 0.20615403354167938 (0.23155671538728656) | > loss_disc_real_5: 0.25936275720596313 (0.22154573975789427) | > loss_0: 2.3862316608428955 (2.365094572606712) | > grad_norm_0: tensor(15.1540, device='cuda:0') (tensor(10.3831, device='cuda:0')) | > loss_gen: 2.532886505126953 (2.480534083915479) | > loss_kl: 1.9279637336730957 (1.9411197684027932) | > loss_feat: 6.8720197677612305 (6.979984452026057) | > loss_mel: 17.74083137512207 (17.76456906097105) | > loss_duration: 2.003429889678955 (2.0084643592738147) | > loss_1: 31.077131271362305 (31.174671693281695) | > grad_norm_1: tensor(239.0262, device='cuda:0') (tensor(109.5488, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3635 (0.36015092483674643) | > loader_time: 0.0037 (0.0034876640396888808)  --> TIME: 2024-06-11 15:11:15 -- STEP: 124/330 -- GLOBAL_STEP: 267975 | > loss_disc: 2.321099281311035 (2.364117422411518) | > loss_disc_real_0: 0.08921726047992706 (0.11713699816215423) | > loss_disc_real_1: 0.20667417347431183 (0.19916466214964468) | > loss_disc_real_2: 0.19653885066509247 (0.2116736226504849) | > loss_disc_real_3: 0.22484876215457916 (0.2290295838348327) | > loss_disc_real_4: 0.22587044537067413 (0.2311162048530194) | > loss_disc_real_5: 0.24180996417999268 (0.22060468961154261) | > loss_0: 2.321099281311035 (2.364117422411518) | > grad_norm_0: tensor(4.1631, device='cuda:0') (tensor(10.1763, device='cuda:0')) | > loss_gen: 2.421520948410034 (2.4741408363465336) | > loss_kl: 1.9564963579177856 (1.936327068075057) | > loss_feat: 7.725083351135254 (6.983661586238491) | > loss_mel: 17.44352912902832 (17.736931000986413) | > loss_duration: 2.0264358520507812 (2.011649486518676) | > loss_1: 31.57306480407715 (31.142709947401478) | > grad_norm_1: tensor(68.2354, device='cuda:0') (tensor(114.1731, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3707 (0.36106085585009673) | > loader_time: 0.0042 (0.003569693334640995)  --> TIME: 2024-06-11 15:11:24 -- STEP: 149/330 -- GLOBAL_STEP: 268000 | > loss_disc: 2.3211781978607178 (2.3635870130270096) | > loss_disc_real_0: 0.11324749886989594 (0.11670535287801051) | > loss_disc_real_1: 0.19144871830940247 (0.19830415802914025) | > loss_disc_real_2: 0.1736939400434494 (0.21288955441657328) | > loss_disc_real_3: 0.22626100480556488 (0.22895240073636075) | > loss_disc_real_4: 0.23697525262832642 (0.23068645506497198) | > loss_disc_real_5: 0.1997106671333313 (0.220868422781061) | > loss_0: 2.3211781978607178 (2.3635870130270096) | > grad_norm_0: tensor(17.7777, device='cuda:0') (tensor(11.5834, device='cuda:0')) | > loss_gen: 2.4624383449554443 (2.4735070170972175) | > loss_kl: 1.998888611793518 (1.9442904131524514) | > loss_feat: 6.841980934143066 (7.004624059536313) | > loss_mel: 18.107173919677734 (17.747448735589156) | > loss_duration: 2.037370204925537 (2.015051797732412) | > loss_1: 31.447853088378906 (31.184921904698314) | > grad_norm_1: tensor(180.7358, device='cuda:0') (tensor(134.2368, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3586 (0.3637613818149439) | > loader_time: 0.0041 (0.003676113666304006) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_268000.pth  --> TIME: 2024-06-11 15:11:39 -- STEP: 174/330 -- GLOBAL_STEP: 268025 | > loss_disc: 2.3591346740722656 (2.3625139107649336) | > loss_disc_real_0: 0.09060057997703552 (0.11624700229229598) | > loss_disc_real_1: 0.18366636335849762 (0.19771591205706543) | > loss_disc_real_2: 0.2076820731163025 (0.21264565093763943) | > loss_disc_real_3: 0.24446697533130646 (0.22907887861646456) | > loss_disc_real_4: 0.23841643333435059 (0.2314084742603631) | > loss_disc_real_5: 0.2622467875480652 (0.22191228280807362) | > loss_0: 2.3591346740722656 (2.3625139107649336) | > grad_norm_0: tensor(21.3620, device='cuda:0') (tensor(12.2410, device='cuda:0')) | > loss_gen: 2.47550892829895 (2.4767585444724416) | > loss_kl: 2.03802227973938 (1.9478767356653324) | > loss_feat: 7.079521179199219 (7.0179292826816955) | > loss_mel: 17.767297744750977 (17.738055470346044) | > loss_duration: 2.11391544342041 (2.0201566123414327) | > loss_1: 31.474266052246094 (31.20077658247674) | > grad_norm_1: tensor(193.5227, device='cuda:0') (tensor(147.0722, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3694 (0.3667399225563839) | > loader_time: 0.0047 (0.0038148836157787806)  --> TIME: 2024-06-11 15:11:49 -- STEP: 199/330 -- GLOBAL_STEP: 268050 | > loss_disc: 2.337986707687378 (2.3660234865830745) | > loss_disc_real_0: 0.12310637533664703 (0.11701891346642719) | > loss_disc_real_1: 0.2009131759405136 (0.1978347148727532) | > loss_disc_real_2: 0.2033146172761917 (0.21292305239780465) | > loss_disc_real_3: 0.22727109491825104 (0.22922102036188596) | > loss_disc_real_4: 0.2005164474248886 (0.23089187333931277) | > loss_disc_real_5: 0.19130702316761017 (0.2220589603161692) | > loss_0: 2.337986707687378 (2.3660234865830745) | > grad_norm_0: tensor(19.8662, device='cuda:0') (tensor(13.9676, device='cuda:0')) | > loss_gen: 2.4253010749816895 (2.473739547346106) | > loss_kl: 1.8036558628082275 (1.9516150657855087) | > loss_feat: 6.867161750793457 (7.0188557993826555) | > loss_mel: 17.28864288330078 (17.719803345263326) | > loss_duration: 2.1479945182800293 (2.0280958935244002) | > loss_1: 30.532756805419922 (31.19210956324285) | > grad_norm_1: tensor(283.4672, device='cuda:0') (tensor(164.2764, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.3851 (0.36876832540310805) | > loader_time: 0.0045 (0.003940612227473426)  --> TIME: 2024-06-11 15:11:59 -- STEP: 224/330 -- GLOBAL_STEP: 268075 | > loss_disc: 2.3729217052459717 (2.3682025223970387) | > loss_disc_real_0: 0.0698765218257904 (0.11717896951761629) | > loss_disc_real_1: 0.23816031217575073 (0.1981458224888359) | > loss_disc_real_2: 0.17653629183769226 (0.2132882219074028) | > loss_disc_real_3: 0.2297060340642929 (0.22920391642089402) | > loss_disc_real_4: 0.24197298288345337 (0.23108691196622594) | > loss_disc_real_5: 0.23211242258548737 (0.22208790348044463) | > loss_0: 2.3729217052459717 (2.3682025223970387) | > grad_norm_0: tensor(22.6810, device='cuda:0') (tensor(16.8779, device='cuda:0')) | > loss_gen: 2.492415189743042 (2.4778351006763324) | > loss_kl: 2.071181058883667 (1.9582401705639703) | > loss_feat: 7.699615001678467 (7.019553904022489) | > loss_mel: 17.868289947509766 (17.658809099878603) | > loss_duration: 2.132324457168579 (2.035579239683492) | > loss_1: 32.263824462890625 (31.150017465863908) | > grad_norm_1: tensor(375.5241, device='cuda:0') (tensor(186.2435, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.4075 (0.37319005600043703) | > loader_time: 0.005 (0.004050226083823613)  --> TIME: 2024-06-11 15:12:10 -- STEP: 249/330 -- GLOBAL_STEP: 268100 | > loss_disc: 2.3398516178131104 (2.366975363957353) | > loss_disc_real_0: 0.1215314045548439 (0.11893588298535251) | > loss_disc_real_1: 0.1760847121477127 (0.19821574380359497) | > loss_disc_real_2: 0.23280887305736542 (0.2132680912812551) | > loss_disc_real_3: 0.24344773590564728 (0.2290806012699403) | > loss_disc_real_4: 0.2453649342060089 (0.22994448848996296) | > loss_disc_real_5: 0.22852899134159088 (0.2215696624124864) | > loss_0: 2.3398516178131104 (2.366975363957353) | > grad_norm_0: tensor(58.1866, device='cuda:0') (tensor(19.9255, device='cuda:0')) | > loss_gen: 2.5367650985717773 (2.4849202460553275) | > loss_kl: 1.959520936012268 (1.9588568359014977) | > loss_feat: 7.660639762878418 (7.027111229647594) | > loss_mel: 16.981651306152344 (17.625618708660348) | > loss_duration: 2.1230320930480957 (2.0439941825636905) | > loss_1: 31.261608123779297 (31.140501183199596) | > grad_norm_1: tensor(629.1629, device='cuda:0') (tensor(209.1067, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.421 (0.37811432880570134) | > loader_time: 0.0052 (0.004184202975537403)  --> TIME: 2024-06-11 15:12:21 -- STEP: 274/330 -- GLOBAL_STEP: 268125 | > loss_disc: 2.4667203426361084 (2.367006461115647) | > loss_disc_real_0: 0.1369563639163971 (0.11892647570828452) | > loss_disc_real_1: 0.22263896465301514 (0.1984085539070359) | > loss_disc_real_2: 0.296082466840744 (0.21363449036857507) | > loss_disc_real_3: 0.25172939896583557 (0.22893811963552976) | > loss_disc_real_4: 0.287305623292923 (0.23010496550450357) | > loss_disc_real_5: 0.2815915048122406 (0.2214513175787717) | > loss_0: 2.4667203426361084 (2.367006461115647) | > grad_norm_0: tensor(18.8501, device='cuda:0') (tensor(22.0112, device='cuda:0')) | > loss_gen: 2.613473415374756 (2.4862827871837756) | > loss_kl: 2.0818145275115967 (1.9653429824070339) | > loss_feat: 7.217253684997559 (7.045523368529159) | > loss_mel: 16.49347496032715 (17.58868674118155) | > loss_duration: 2.131389856338501 (2.0523116788724916) | > loss_1: 30.53740692138672 (31.138147528154136) | > grad_norm_1: tensor(464.1154, device='cuda:0') (tensor(229.5728, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.4421 (0.38307880224102603) | > loader_time: 0.0058 (0.004317963210335613)  --> TIME: 2024-06-11 15:12:33 -- STEP: 299/330 -- GLOBAL_STEP: 268150 | > loss_disc: 2.487454652786255 (2.3689972620743958) | > loss_disc_real_0: 0.14351452887058258 (0.12013030834620612) | > loss_disc_real_1: 0.20826929807662964 (0.19842580000692384) | > loss_disc_real_2: 0.2674082815647125 (0.21373766446392675) | > loss_disc_real_3: 0.24781927466392517 (0.2288888275224628) | > loss_disc_real_4: 0.25535839796066284 (0.23044151934891635) | > loss_disc_real_5: 0.26045548915863037 (0.22214528684034007) | > loss_0: 2.487454652786255 (2.3689972620743958) | > grad_norm_0: tensor(39.8784, device='cuda:0') (tensor(22.2602, device='cuda:0')) | > loss_gen: 2.3283848762512207 (2.4819213275526684) | > loss_kl: 2.0218255519866943 (1.970387676089105) | > loss_feat: 6.711772918701172 (7.049278370911461) | > loss_mel: 16.732398986816406 (17.528983980516944) | > loss_duration: 2.2086219787597656 (2.06277984679742) | > loss_1: 30.00300407409668 (31.09335117914206) | > grad_norm_1: tensor(332.1378, device='cuda:0') (tensor(233.4553, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.4574 (0.38915175179574) | > loader_time: 0.0067 (0.00447891627665746)  --> TIME: 2024-06-11 15:12:47 -- STEP: 324/330 -- GLOBAL_STEP: 268175 | > loss_disc: 2.5030009746551514 (2.372614860534666) | > loss_disc_real_0: 0.1427556872367859 (0.12091640534776228) | > loss_disc_real_1: 0.29026323556900024 (0.19977260252207885) | > loss_disc_real_2: 0.19534538686275482 (0.21357457114406575) | > loss_disc_real_3: 0.226954847574234 (0.2290816784456924) | > loss_disc_real_4: 0.25104987621307373 (0.2306007549718574) | > loss_disc_real_5: 0.22946111857891083 (0.2222775978806579) | > loss_0: 2.5030009746551514 (2.372614860534666) | > grad_norm_0: tensor(6.0278, device='cuda:0') (tensor(22.7811, device='cuda:0')) | > loss_gen: 2.4054324626922607 (2.477730643602065) | > loss_kl: 2.1856091022491455 (1.9778770914784185) | > loss_feat: 9.306241989135742 (7.103782125461248) | > loss_mel: 16.136783599853516 (17.49101515758187) | > loss_duration: 2.273817777633667 (2.0768667076840814) | > loss_1: 32.307884216308594 (31.127271716977344) | > grad_norm_1: tensor(112.8451, device='cuda:0') (tensor(238.5053, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.5819 (0.40034549251014806) | > loader_time: 0.0088 (0.004702239124863236)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2837772369384766 (2.2837772369384766) | > loss_disc_real_0: 0.09663566946983337 (0.09663566946983337) | > loss_disc_real_1: 0.27714768052101135 (0.27714768052101135) | > loss_disc_real_2: 0.22311972081661224 (0.22311972081661224) | > loss_disc_real_3: 0.23044517636299133 (0.23044517636299133) | > loss_disc_real_4: 0.1863308995962143 (0.1863308995962143) | > loss_disc_real_5: 0.21442468464374542 (0.21442468464374542) | > loss_0: 2.2837772369384766 (2.2837772369384766) | > loss_gen: 2.440185546875 (2.440185546875) | > loss_kl: 2.675671100616455 (2.675671100616455) | > loss_feat: 7.404125213623047 (7.404125213623047) | > loss_mel: 17.52927589416504 (17.52927589416504) | > loss_duration: 3.10725736618042 (3.10725736618042) | > loss_1: 33.15651321411133 (33.15651321411133)  --> STEP: 1 | > loss_disc: 2.473118543624878 (2.473118543624878) | > loss_disc_real_0: 0.09965385496616364 (0.09965385496616364) | > loss_disc_real_1: 0.19042439758777618 (0.19042439758777618) | > loss_disc_real_2: 0.18845641613006592 (0.18845641613006592) | > loss_disc_real_3: 0.20615416765213013 (0.20615416765213013) | > loss_disc_real_4: 0.21641473472118378 (0.21641473472118378) | > loss_disc_real_5: 0.2812025249004364 (0.2812025249004364) | > loss_0: 2.473118543624878 (2.473118543624878) | > loss_gen: 2.073803424835205 (2.073803424835205) | > loss_kl: 3.1292834281921387 (3.1292834281921387) | > loss_feat: 6.76608419418335 (6.76608419418335) | > loss_mel: 19.207233428955078 (19.207233428955078) | > loss_duration: 2.4651949405670166 (2.4651949405670166) | > loss_1: 33.641597747802734 (33.641597747802734)  --> STEP: 2 | > loss_disc: 2.500079393386841 (2.4865989685058594) | > loss_disc_real_0: 0.06787693500518799 (0.08376539498567581) | > loss_disc_real_1: 0.19079948961734772 (0.19061194360256195) | > loss_disc_real_2: 0.1772742122411728 (0.18286531418561935) | > loss_disc_real_3: 0.2515445947647095 (0.2288493812084198) | > loss_disc_real_4: 0.2551220953464508 (0.2357684150338173) | > loss_disc_real_5: 0.25259095430374146 (0.26689673960208893) | > loss_0: 2.500079393386841 (2.4865989685058594) | > loss_gen: 2.2225255966186523 (2.1481645107269287) | > loss_kl: 2.4472451210021973 (2.788264274597168) | > loss_feat: 7.173884868621826 (6.969984531402588) | > loss_mel: 18.391881942749023 (18.79955768585205) | > loss_duration: 2.425065040588379 (2.4451299905776978) | > loss_1: 32.66060256958008 (33.151100158691406)  --> STEP: 3 | > loss_disc: 2.691145420074463 (2.554781119028727) | > loss_disc_real_0: 0.1995740532875061 (0.1223682810862859) | > loss_disc_real_1: 0.2046404927968979 (0.1952881266673406) | > loss_disc_real_2: 0.12180215865373611 (0.16251092900832495) | > loss_disc_real_3: 0.2659446895122528 (0.24121448397636414) | > loss_disc_real_4: 0.24923604726791382 (0.24025762577851614) | > loss_disc_real_5: 0.26248496770858765 (0.2654261489709218) | > loss_0: 2.691145420074463 (2.554781119028727) | > loss_gen: 2.1160287857055664 (2.1374526023864746) | > loss_kl: 3.1682655811309814 (2.914931376775106) | > loss_feat: 5.661940574645996 (6.533969879150391) | > loss_mel: 17.705991744995117 (18.435035705566406) | > loss_duration: 2.365556478500366 (2.4186054865519204) | > loss_1: 31.01778221130371 (32.43999417622884)  --> STEP: 4 | > loss_disc: 2.490945339202881 (2.5388221740722656) | > loss_disc_real_0: 0.07151059806346893 (0.10965386033058167) | > loss_disc_real_1: 0.09257415682077408 (0.16960963420569897) | > loss_disc_real_2: 0.19041548669338226 (0.16948706842958927) | > loss_disc_real_3: 0.3103756904602051 (0.25850478559732437) | > loss_disc_real_4: 0.2580980658531189 (0.24471773579716682) | > loss_disc_real_5: 0.31174466013908386 (0.27700577676296234) | > loss_0: 2.490945339202881 (2.5388221740722656) | > loss_gen: 2.1853854656219482 (2.149435818195343) | > loss_kl: 2.9778764247894287 (2.9306676387786865) | > loss_feat: 5.727171421051025 (6.332270264625549) | > loss_mel: 18.761905670166016 (18.51675319671631) | > loss_duration: 2.3266358375549316 (2.3956130743026733) | > loss_1: 31.978973388671875 (32.3247389793396)  --> STEP: 5 | > loss_disc: 2.4595084190368652 (2.5229594230651857) | > loss_disc_real_0: 0.14414143562316895 (0.11655137538909913) | > loss_disc_real_1: 0.18852949142456055 (0.1733936056494713) | > loss_disc_real_2: 0.18955746293067932 (0.1735011473298073) | > loss_disc_real_3: 0.2180139124393463 (0.25040661096572875) | > loss_disc_real_4: 0.25938692688941956 (0.24765157401561738) | > loss_disc_real_5: 0.23142708837985992 (0.26789003908634185) | > loss_0: 2.4595084190368652 (2.5229594230651857) | > loss_gen: 2.1714768409729004 (2.1538440227508544) | > loss_kl: 2.4097986221313477 (2.826493835449219) | > loss_feat: 4.489923000335693 (5.9638008117675785) | > loss_mel: 16.456789016723633 (18.104760360717773) | > loss_duration: 2.336869716644287 (2.383864402770996) | > loss_1: 27.864856719970703 (31.43276252746582)  --> STEP: 6 | > loss_disc: 2.3605706691741943 (2.4958946307500205) | > loss_disc_real_0: 0.10036679357290268 (0.11385394508639972) | > loss_disc_real_1: 0.14731945097446442 (0.1690479132036368) | > loss_disc_real_2: 0.21582087874412537 (0.1805544358988603) | > loss_disc_real_3: 0.23851674795150757 (0.24842496713002524) | > loss_disc_real_4: 0.26160404086112976 (0.2499769851565361) | > loss_disc_real_5: 0.28415876626968384 (0.27060149361689884) | > loss_0: 2.3605706691741943 (2.4958946307500205) | > loss_gen: 2.3099615573883057 (2.179863611857096) | > loss_kl: 3.070697784423828 (2.867194493611654) | > loss_feat: 5.084840297698975 (5.8173073927561445) | > loss_mel: 18.350915908813477 (18.14578628540039) | > loss_duration: 2.179466962814331 (2.3497981627782187) | > loss_1: 30.995882034301758 (31.359949111938477)  --> STEP: 7 | > loss_disc: 1.9243762493133545 (2.4142491476876393) | > loss_disc_real_0: 0.04963977634906769 (0.10468049240963799) | > loss_disc_real_1: 0.1819673329591751 (0.17089354459728515) | > loss_disc_real_2: 0.17288321256637573 (0.1794585468513625) | > loss_disc_real_3: 0.19008328020572662 (0.240090440426554) | > loss_disc_real_4: 0.17420092225074768 (0.23915183331285203) | > loss_disc_real_5: 0.1251564472913742 (0.24982362985610962) | > loss_0: 1.9243762493133545 (2.4142491476876393) | > loss_gen: 2.530031681060791 (2.2298876217433383) | > loss_kl: 3.630737066268921 (2.976272003991263) | > loss_feat: 7.236759662628174 (6.020086288452148) | > loss_mel: 17.887943267822266 (18.108951568603516) | > loss_duration: 2.5945920944213867 (2.3847687244415283) | > loss_1: 33.880062103271484 (31.71996525355748)  --> STEP: 8 | > loss_disc: 2.259664297103882 (2.39492604136467) | > loss_disc_real_0: 0.06963957846164703 (0.10030037816613913) | > loss_disc_real_1: 0.17372313141822815 (0.171247242949903) | > loss_disc_real_2: 0.16040000319480896 (0.1770762288942933) | > loss_disc_real_3: 0.20311333239078522 (0.2354683019220829) | > loss_disc_real_4: 0.19065843522548676 (0.23309015855193138) | > loss_disc_real_5: 0.2647665739059448 (0.251691497862339) | > loss_0: 2.259664297103882 (2.39492604136467) | > loss_gen: 2.3092572689056396 (2.239808827638626) | > loss_kl: 2.7963109016418457 (2.953776866197586) | > loss_feat: 10.209588050842285 (6.5437740087509155) | > loss_mel: 19.12403678894043 (18.23583722114563) | > loss_duration: 2.2528951168060303 (2.368284523487091) | > loss_1: 36.69208908081055 (32.34148073196411)  --> STEP: 9 | > loss_disc: 2.5928120613098145 (2.41691337691413) | > loss_disc_real_0: 0.1162913367152214 (0.10207715133825938) | > loss_disc_real_1: 0.15145058929920197 (0.16904761476649177) | > loss_disc_real_2: 0.1968199461698532 (0.1792699752582444) | > loss_disc_real_3: 0.23905211687088013 (0.23586650358306038) | > loss_disc_real_4: 0.2706262469291687 (0.2372608350382911) | > loss_disc_real_5: 0.2704097032546997 (0.2537712984614902) | > loss_0: 2.5928120613098145 (2.41691337691413) | > loss_gen: 2.0459396839141846 (2.218267811669244) | > loss_kl: 2.7031633853912354 (2.9259309238857694) | > loss_feat: 6.635034561157227 (6.5539140701293945) | > loss_mel: 17.696086883544922 (18.175864961412216) | > loss_duration: 2.1554274559020996 (2.3446337381998696) | > loss_1: 31.235652923583984 (32.21861097547743)  --> STEP: 10 | > loss_disc: 2.363492012023926 (2.41157124042511) | > loss_disc_real_0: 0.13136866688728333 (0.10500630289316178) | > loss_disc_real_1: 0.19551540911197662 (0.17169439420104027) | > loss_disc_real_2: 0.2278071641921997 (0.18412369415163993) | > loss_disc_real_3: 0.18676364421844482 (0.23095621764659882) | > loss_disc_real_4: 0.23231478035449982 (0.23676622956991195) | > loss_disc_real_5: 0.2522457540035248 (0.2536187440156937) | > loss_0: 2.363492012023926 (2.41157124042511) | > loss_gen: 2.225593090057373 (2.2190003395080566) | > loss_kl: 2.789982795715332 (2.9123361110687256) | > loss_feat: 5.933673858642578 (6.4918900489807125) | > loss_mel: 15.638018608093262 (17.922080326080323) | > loss_duration: 2.3757123947143555 (2.3477416038513184) | > loss_1: 28.962982177734375 (31.893048095703126)  --> STEP: 11 | > loss_disc: 2.521510124206543 (2.4215656844052402) | > loss_disc_real_0: 0.1350300908088684 (0.10773573815822601) | > loss_disc_real_1: 0.1501775085926056 (0.16973831369118256) | > loss_disc_real_2: 0.20579132437705994 (0.18609347871758722) | > loss_disc_real_3: 0.2593303918838501 (0.23353568803180347) | > loss_disc_real_4: 0.23798532783985138 (0.236877056685361) | > loss_disc_real_5: 0.267297625541687 (0.2548622786998749) | > loss_0: 2.521510124206543 (2.4215656844052402) | > loss_gen: 2.1109070777893066 (2.2091736793518066) | > loss_kl: 3.721005916595459 (2.9858515479347925) | > loss_feat: 6.605303764343262 (6.502200386740944) | > loss_mel: 17.73569679260254 (17.905136368491434) | > loss_duration: 2.4386863708496094 (2.3560093099420722) | > loss_1: 32.61159896850586 (31.958370902321555)  --> STEP: 12 | > loss_disc: 2.6775970458984375 (2.44290163119634) | > loss_disc_real_0: 0.09871001541614532 (0.10698359459638596) | > loss_disc_real_1: 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loss_disc_real_4: 0.16220571100711823 (0.2326199240409411) | > loss_disc_real_5: 0.19717666506767273 (0.2534851638170389) | > loss_0: 2.434105396270752 (2.4422249977405253) | > loss_gen: 2.161409854888916 (2.2021437791677623) | > loss_kl: 3.470306873321533 (2.9797984820145826) | > loss_feat: 6.479781150817871 (6.51552310356727) | > loss_mel: 17.512386322021484 (17.85513063577505) | > loss_duration: 2.288111686706543 (2.3419951658982496) | > loss_1: 31.91199493408203 (31.894590817964993)  --> STEP: 14 | > loss_disc: 2.317701816558838 (2.4333304847989763) | > loss_disc_real_0: 0.09853986650705338 (0.10916714104158538) | > loss_disc_real_1: 0.09828364104032516 (0.1749017494065421) | > loss_disc_real_2: 0.12279527634382248 (0.19481831895453589) | > loss_disc_real_3: 0.18106725811958313 (0.2283491332616125) | > loss_disc_real_4: 0.23577386140823364 (0.232845205281462) | > loss_disc_real_5: 0.23534683883190155 (0.2521895691752434) | > loss_0: 2.317701816558838 (2.4333304847989763) | > loss_gen: 2.014622449874878 (2.1887493985039845) | > loss_kl: 3.5271904468536377 (3.018897908074515) | > loss_feat: 7.22791051864624 (6.566407918930054) | > loss_mel: 20.523822784423828 (18.045751503535676) | > loss_duration: 2.4482297897338867 (2.3495833533150807) | > loss_1: 35.74177551269531 (32.169389724731445)  --> STEP: 15 | > loss_disc: 2.524090528488159 (2.439381154378255) | > loss_disc_real_0: 0.1899852603673935 (0.11455501566330592) | > loss_disc_real_1: 0.19482403993606567 (0.17622990210851033) | > loss_disc_real_2: 0.23293401300907135 (0.19735936522483827) | > loss_disc_real_3: 0.18440218269824982 (0.2254193365573883) | > loss_disc_real_4: 0.16438409686088562 (0.2282811313867569) | > loss_disc_real_5: 0.207122802734375 (0.24918511807918547) | > loss_0: 2.524090528488159 (2.439381154378255) | > loss_gen: 2.0582334995269775 (2.1800483385721843) | > loss_kl: 4.044997692108154 (3.0873045603434246) | > loss_feat: 6.637557029724121 (6.571151192982992) | > loss_mel: 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(0.22879641150173388) | > loss_disc_real_5: 0.22425642609596252 (0.24765666299744657) | > loss_0: 2.566575288772583 (2.4312580886640047) | > loss_gen: 1.9780945777893066 (2.194833981363397) | > loss_kl: 2.5762763023376465 (2.972184745888961) | > loss_feat: 7.433047294616699 (6.80062396902787) | > loss_mel: 18.801616668701172 (18.038245351690993) | > loss_duration: 2.314676523208618 (2.3481610072286507) | > loss_1: 33.10371017456055 (32.354048678749486)  --> STEP: 20 | > loss_disc: 2.2204525470733643 (2.4207178115844727) | > loss_disc_real_0: 0.051060862839221954 (0.1064523633569479) | > loss_disc_real_1: 0.18060263991355896 (0.17584927529096603) | > loss_disc_real_2: 0.16173431277275085 (0.19583685249090194) | > loss_disc_real_3: 0.19674818217754364 (0.22243528291583062) | > loss_disc_real_4: 0.21516597270965576 (0.22811488956212997) | > loss_disc_real_5: 0.23836565017700195 (0.24719211235642433) | > loss_0: 2.2204525470733643 (2.4207178115844727) | > loss_gen: 2.4816465377807617 (2.2091746091842652) | > loss_kl: 2.5592668056488037 (2.9515388488769534) | > loss_feat: 7.786993026733398 (6.849942421913147) | > loss_mel: 19.5383358001709 (18.113249874114988) | > loss_duration: 2.285287380218506 (2.3450173258781435) | > loss_1: 34.651527404785156 (32.46892261505127)  --> STEP: 21 | > loss_disc: 2.265720844268799 (2.41333700361706) | > loss_disc_real_0: 0.1775687336921692 (0.10983885718243462) | > loss_disc_real_1: 0.17007099092006683 (0.17557411889235178) | > loss_disc_real_2: 0.1973431259393692 (0.19590857979797183) | > loss_disc_real_3: 0.2387232929468155 (0.2232109024411156) | > loss_disc_real_4: 0.19461621344089508 (0.22651971450873784) | > loss_disc_real_5: 0.12346909195184708 (0.24130053995620637) | > loss_0: 2.265720844268799 (2.41333700361706) | > loss_gen: 2.2564961910247803 (2.211428017843337) | > loss_kl: 2.2100610733032227 (2.9162303833734424) | > loss_feat: 6.20106840133667 (6.819043659028553) | > loss_mel: 15.608915328979492 (17.993995848156153) | > loss_duration: 2.1776721477508545 (2.337048507872082) | > loss_1: 28.454212188720703 (32.27774592808315)  --> STEP: 22 | > loss_disc: 2.3367464542388916 (2.4098556150089614) | > loss_disc_real_0: 0.15973736345767975 (0.11210697110403668) | > loss_disc_real_1: 0.18752001225948334 (0.17611711404540323) | > loss_disc_real_2: 0.22192208468914032 (0.19709101183847946) | > loss_disc_real_3: 0.23492325842380524 (0.2237432822585106) | > loss_disc_real_4: 0.22798708081245422 (0.2265864129770886) | > loss_disc_real_5: 0.2383732795715332 (0.24116748266599394) | > loss_0: 2.3367464542388916 (2.4098556150089614) | > loss_gen: 2.6609859466552734 (2.2318624691529707) | > loss_kl: 2.3115429878234863 (2.8887445926666264) | > loss_feat: 8.360817909240723 (6.88912430676547) | > loss_mel: 17.55590057373047 (17.97408242659135) | > loss_duration: 2.2142515182495117 (2.3314668265256016) | > loss_1: 33.10350036621094 (32.31528022072532)  --> STEP: 23 | > loss_disc: 2.3313348293304443 (2.406441667805548) | > loss_disc_real_0: 0.10015915334224701 (0.11158750076656757) | > loss_disc_real_1: 0.16159094870090485 (0.1754855416391207) | > loss_disc_real_2: 0.14774510264396667 (0.19494553752567456) | > loss_disc_real_3: 0.25081369280815125 (0.2249202566302341) | > loss_disc_real_4: 0.2357722371816635 (0.22698579663815704) | > loss_disc_real_5: 0.2657507658004761 (0.24223632106314535) | > loss_0: 2.3313348293304443 (2.406441667805548) | > loss_gen: 2.261911630630493 (2.233168954434602) | > loss_kl: 2.532170057296753 (2.8732413519983706) | > loss_feat: 7.458454608917236 (6.913877798163372) | > loss_mel: 18.335834503173828 (17.989810777747113) | > loss_duration: 2.2742745876312256 (2.3289802074432373) | > loss_1: 32.86264419555664 (32.33907865441364)  --> STEP: 24 | > loss_disc: 2.425508975982666 (2.4072361389795947) | > loss_disc_real_0: 0.1740858256816864 (0.11419159763803084) | > loss_disc_real_1: 0.15542058646678925 (0.17464950184027353) | > loss_disc_real_2: 0.13958409428596497 (0.19263881072402) | > loss_disc_real_3: 0.17161084711551666 (0.22269903123378754) | > loss_disc_real_4: 0.21728597581386566 (0.2265816374371449) | > loss_disc_real_5: 0.24986062943935394 (0.2425540005788207) | > loss_0: 2.425508975982666 (2.4072361389795947) | > loss_gen: 2.1312294006347656 (2.2289214730262756) | > loss_kl: 2.1141231060028076 (2.8416114250818887) | > loss_feat: 7.347867965698242 (6.9319607218106585) | > loss_mel: 17.369991302490234 (17.963984966278076) | > loss_duration: 2.4237656593322754 (2.3329296012719474) | > loss_1: 31.38697624206543 (32.299407720565796)  --> STEP: 25 | > loss_disc: 2.5234405994415283 (2.411884317398072) | > loss_disc_real_0: 0.1932588815689087 (0.11735428899526595) | > loss_disc_real_1: 0.1680019348859787 (0.17438359916210175) | > loss_disc_real_2: 0.24278828501701355 (0.19464478969573976) | > loss_disc_real_3: 0.2471960186958313 (0.22367891073226928) | > loss_disc_real_4: 0.17181633412837982 (0.22439102530479432) | > loss_disc_real_5: 0.22501225769519806 (0.2418523308634758) | > loss_0: 2.5234405994415283 (2.411884317398072) | > loss_gen: 2.213639974594116 (2.228310213088989) | > loss_kl: 2.8420567512512207 (2.8416292381286623) | > loss_feat: 4.66336727142334 (6.841216983795166) | > loss_mel: 13.769070625305176 (17.79618839263916) | > loss_duration: 2.415111541748047 (2.3362168788909914) | > loss_1: 25.90324592590332 (32.0435612487793)  --> STEP: 26 | > loss_disc: 3.7070438861846924 (2.4616981469667882) | > loss_disc_real_0: 0.314330518245697 (0.12493029781259023) | > loss_disc_real_1: 0.10821011662483215 (0.1718384652183606) | > loss_disc_real_2: 0.1563403308391571 (0.19317154127817887) | > loss_disc_real_3: 0.23106613755226135 (0.22396303484073052) | > loss_disc_real_4: 0.22958505153656006 (0.2245907955444776) | > loss_disc_real_5: 0.3880611062049866 (0.24747574529968774) | > loss_0: 3.7070438861846924 (2.4616981469667882) | > loss_gen: 1.8248664140701294 (2.212793143895956) | > loss_kl: 2.599306583404541 (2.832309136023888) | > loss_feat: 12.234170913696289 (7.048638288791363) | > loss_mel: 21.092193603515625 (17.922957823826717) | > loss_duration: 2.2914419174194336 (2.3344947649882393) | > loss_1: 40.0419807434082 (32.35119276780348) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022950906019944405 (-5.461619450495853e-05) | > avg_loss_disc: 2.4616981469667882 (-0.03187941587888199) | > avg_loss_disc_real_0: 0.12493029781259023 (-0.09070179109963088) | > avg_loss_disc_real_1: 0.1718384652183606 (-0.05508339748932767) | > avg_loss_disc_real_2: 0.19317154127817887 (-0.03780213227638832) | > avg_loss_disc_real_3: 0.22396303484073052 (+0.006394152171336681) | > avg_loss_disc_real_4: 0.2245907955444776 (-0.03543126296538576) | > avg_loss_disc_real_5: 0.24747574529968774 (-0.013466524103513122) | > avg_loss_0: 2.4616981469667882 (-0.03187941587888199) | > avg_loss_gen: 2.212793143895956 (-0.40616229405769966) | > avg_loss_kl: 2.832309136023888 (-0.00010668314420270164) | > avg_loss_feat: 7.048638288791363 (-0.1020594743581924) | > avg_loss_mel: 17.922957823826717 (+0.008971947890064058) | > avg_loss_duration: 2.3344947649882393 (+0.015932633326604773) | > avg_loss_1: 32.35119276780348 (-0.48342418670654297)  > EPOCH: 546/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:13:10)   --> TIME: 2024-06-11 15:13:18 -- STEP: 19/330 -- GLOBAL_STEP: 268200 | > loss_disc: 2.4060685634613037 (2.382822639063785) | > loss_disc_real_0: 0.13088694214820862 (0.10825227161771372) | > loss_disc_real_1: 0.25042134523391724 (0.2023256695584247) | > loss_disc_real_2: 0.18865163624286652 (0.2108221085448014) | > loss_disc_real_3: 0.20750580728054047 (0.23420362880355433) | > loss_disc_real_4: 0.24334819614887238 (0.2394353355232038) | > loss_disc_real_5: 0.25852879881858826 (0.2294548185248124) | > loss_0: 2.4060685634613037 (2.382822639063785) | > grad_norm_0: tensor(8.0481, device='cuda:0') (tensor(10.6267, device='cuda:0')) | > loss_gen: 2.3165628910064697 (2.4662885665893555) | > loss_kl: 1.9283274412155151 (1.867765319974799) | > loss_feat: 7.252077102661133 (6.856439690840872) | > loss_mel: 17.61246681213379 (17.983638663040963) | > loss_duration: 2.000159740447998 (2.0820628153650382) | > loss_1: 31.109594345092773 (31.256195469906455) | > grad_norm_1: tensor(105.2193, device='cuda:0') (tensor(89.1486, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3457 (0.3570368038980584) | > loader_time: 0.0029 (0.0031597488804867395)  --> TIME: 2024-06-11 15:13:27 -- STEP: 44/330 -- GLOBAL_STEP: 268225 | > loss_disc: 2.3736820220947266 (2.3518531864339667) | > loss_disc_real_0: 0.1046508401632309 (0.10992401889102026) | > loss_disc_real_1: 0.18905209004878998 (0.19734969938343225) | > loss_disc_real_2: 0.23693683743476868 (0.21024983850392429) | > loss_disc_real_3: 0.21701669692993164 (0.23124741356481204) | > loss_disc_real_4: 0.2140452116727829 (0.23128340461037375) | > loss_disc_real_5: 0.21082086861133575 (0.22287517921491104) | > loss_0: 2.3736820220947266 (2.3518531864339667) | > grad_norm_0: tensor(24.7549, device='cuda:0') (tensor(11.4783, device='cuda:0')) | > loss_gen: 2.3878746032714844 (2.487006024880843) | > loss_kl: 1.961370825767517 (1.9183547469702633) | > loss_feat: 7.470711708068848 (7.058224081993103) | > loss_mel: 18.195714950561523 (17.904815066944465) | > loss_duration: 1.9560470581054688 (2.0321152833375056) | > loss_1: 31.971717834472656 (31.400515339591287) | > grad_norm_1: tensor(252.5473, device='cuda:0') (tensor(123.3698, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3438 (0.35677291588349774) | > loader_time: 0.0033 (0.003251352093436501)  --> TIME: 2024-06-11 15:13:36 -- STEP: 69/330 -- GLOBAL_STEP: 268250 | > loss_disc: 2.3786604404449463 (2.3563294514365825) | > loss_disc_real_0: 0.14343801140785217 (0.11224401094343352) | > loss_disc_real_1: 0.1887330561876297 (0.19826285368290503) | > loss_disc_real_2: 0.221141517162323 (0.21216048149095065) | > loss_disc_real_3: 0.22196118533611298 (0.2297687407421029) | > loss_disc_real_4: 0.2458953559398651 (0.22978988419408383) | > loss_disc_real_5: 0.24346794188022614 (0.22110458646995435) | > loss_0: 2.3786604404449463 (2.3563294514365825) | > grad_norm_0: tensor(18.5700, device='cuda:0') (tensor(14.0569, device='cuda:0')) | > loss_gen: 2.468703031539917 (2.4782799603282553) | > loss_kl: 1.9401829242706299 (1.9203651780667512) | > loss_feat: 6.681122303009033 (7.048556396926659) | > loss_mel: 17.43939781188965 (17.912542011426844) | > loss_duration: 1.9514119625091553 (2.015176156292791) | > loss_1: 30.480817794799805 (31.374919836071953) | > grad_norm_1: tensor(185.7409, device='cuda:0') (tensor(154.2860, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3673 (0.3569329994312231) | > loader_time: 0.0035 (0.003349397493445355)  --> TIME: 2024-06-11 15:13:45 -- STEP: 94/330 -- GLOBAL_STEP: 268275 | > loss_disc: 2.3899779319763184 (2.3510877172997655) | > loss_disc_real_0: 0.10264626145362854 (0.11155493945834484) | > loss_disc_real_1: 0.19828979671001434 (0.19753474821435643) | > loss_disc_real_2: 0.21643400192260742 (0.21229253931248443) | > loss_disc_real_3: 0.23039957880973816 (0.22827820907881918) | > loss_disc_real_4: 0.2279690057039261 (0.22974300860090457) | > loss_disc_real_5: 0.20751628279685974 (0.21981922537088394) | > loss_0: 2.3899779319763184 (2.3510877172997655) | > grad_norm_0: tensor(7.7877, device='cuda:0') (tensor(14.3555, device='cuda:0')) | > loss_gen: 2.566676616668701 (2.4827204968066927) | > loss_kl: 2.240626573562622 (1.932075873334357) | > loss_feat: 6.528105735778809 (7.045815893944273) | > loss_mel: 17.188552856445312 (17.814655588028284) | > loss_duration: 2.027026653289795 (2.011318093918739) | > loss_1: 30.550989151000977 (31.286586112164436) | > grad_norm_1: tensor(72.0061, device='cuda:0') (tensor(163.6935, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3531 (0.35913044848340625) | > loader_time: 0.0035 (0.003454893193346389)  --> TIME: 2024-06-11 15:13:55 -- STEP: 119/330 -- GLOBAL_STEP: 268300 | > loss_disc: 2.489877462387085 (2.3534939489444757) | > loss_disc_real_0: 0.19282518327236176 (0.11275867078484607) | > loss_disc_real_1: 0.21280917525291443 (0.19794013157111257) | > loss_disc_real_2: 0.23036837577819824 (0.21201599671059296) | > loss_disc_real_3: 0.21330077946186066 (0.22908135484747527) | > loss_disc_real_4: 0.20628508925437927 (0.2301599657585641) | > loss_disc_real_5: 0.22649355232715607 (0.22038114246200113) | > loss_0: 2.489877462387085 (2.3534939489444757) | > grad_norm_0: tensor(12.8711, device='cuda:0') (tensor(16.2648, device='cuda:0')) | > loss_gen: 2.3360249996185303 (2.4857220629684065) | > loss_kl: 2.1388278007507324 (1.9452707126360982) | > loss_feat: 6.634345054626465 (7.049043543198529) | > loss_mel: 17.206289291381836 (17.796567900841993) | > loss_duration: 1.9960719347000122 (2.0116656377535915) | > loss_1: 30.311559677124023 (31.288270052741556) | > grad_norm_1: tensor(205.3148, device='cuda:0') (tensor(190.3356, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3662 (0.3631777302557681) | > loader_time: 0.0035 (0.003549409513713933)  --> TIME: 2024-06-11 15:14:05 -- STEP: 144/330 -- GLOBAL_STEP: 268325 | > loss_disc: 2.4395742416381836 (2.3494926293690996) | > loss_disc_real_0: 0.11442945897579193 (0.11255721716831128) | > loss_disc_real_1: 0.19778020679950714 (0.19674239700867066) | > loss_disc_real_2: 0.18907244503498077 (0.21162841106868452) | > loss_disc_real_3: 0.24066878855228424 (0.22876642903106081) | > loss_disc_real_4: 0.26161378622055054 (0.22957194896621835) | > loss_disc_real_5: 0.2577301263809204 (0.2201372403651476) | > loss_0: 2.4395742416381836 (2.3494926293690996) | > grad_norm_0: tensor(30.3771, device='cuda:0') (tensor(17.9525, device='cuda:0')) | > loss_gen: 2.6123528480529785 (2.4923215193880934) | > loss_kl: 1.8122384548187256 (1.94692971640163) | > loss_feat: 7.2105889320373535 (7.0628099673324165) | > loss_mel: 18.17928695678711 (17.793108688460464) | > loss_duration: 2.0084662437438965 (2.016132096449535) | > loss_1: 31.822933197021484 (31.311302092340256) | > grad_norm_1: tensor(355.9760, device='cuda:0') (tensor(209.6495, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3794 (0.36528515484597945) | > loader_time: 0.004 (0.00364607572555542)  --> TIME: 2024-06-11 15:14:14 -- STEP: 169/330 -- GLOBAL_STEP: 268350 | > loss_disc: 2.2673568725585938 (2.353187750077107) | > loss_disc_real_0: 0.07538710534572601 (0.11287739339488498) | > loss_disc_real_1: 0.2162982076406479 (0.19749391731425847) | > loss_disc_real_2: 0.19949838519096375 (0.21210085640292195) | > loss_disc_real_3: 0.2672656178474426 (0.22902372294276424) | > loss_disc_real_4: 0.20036479830741882 (0.22983143915086102) | > loss_disc_real_5: 0.18690313398838043 (0.22040468242746838) | > loss_0: 2.2673568725585938 (2.353187750077107) | > grad_norm_0: tensor(11.5495, device='cuda:0') (tensor(19.7496, device='cuda:0')) | > loss_gen: 2.7237915992736816 (2.4989769501093577) | > loss_kl: 2.03707218170166 (1.9478911598758584) | > loss_feat: 7.141094207763672 (7.074858103983501) | > loss_mel: 17.4405460357666 (17.790939579348596) | > loss_duration: 2.0651822090148926 (2.0207770851236844) | > loss_1: 31.407686233520508 (31.333442970140446) | > grad_norm_1: tensor(445.9100, device='cuda:0') (tensor(226.7388, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.375 (0.3674369055843918) | > loader_time: 0.0042 (0.003716746730917304)  --> TIME: 2024-06-11 15:14:24 -- STEP: 194/330 -- GLOBAL_STEP: 268375 | > loss_disc: 2.417487859725952 (2.355597840142005) | > loss_disc_real_0: 0.17651471495628357 (0.11510290063379966) | > loss_disc_real_1: 0.17513200640678406 (0.19738060835096016) | > loss_disc_real_2: 0.24005049467086792 (0.21172478702879444) | > loss_disc_real_3: 0.2208806425333023 (0.22927069825302696) | > loss_disc_real_4: 0.2210090309381485 (0.2298341449542144) | > loss_disc_real_5: 0.2021150290966034 (0.22072177341918356) | > loss_0: 2.417487859725952 (2.355597840142005) | > grad_norm_0: tensor(28.2998, device='cuda:0') (tensor(23.4961, device='cuda:0')) | > loss_gen: 2.396090269088745 (2.5014829438986226) | > loss_kl: 2.1168198585510254 (1.9542937161996192) | > loss_feat: 6.641817569732666 (7.074358772985714) | > loss_mel: 16.874948501586914 (17.752644666691413) | > loss_duration: 2.0558300018310547 (2.028297234441817) | > loss_1: 30.085506439208984 (31.31107741287074) | > grad_norm_1: tensor(252.1432, device='cuda:0') (tensor(247.2933, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.3914 (0.3700366819027773) | > loader_time: 0.0052 (0.0038073234951373227)  --> TIME: 2024-06-11 15:14:34 -- STEP: 219/330 -- GLOBAL_STEP: 268400 | > loss_disc: 2.277073383331299 (2.3587459842908327) | > loss_disc_real_0: 0.11332149803638458 (0.11722196342602167) | > loss_disc_real_1: 0.1805143803358078 (0.1975457673067371) | > loss_disc_real_2: 0.20673765242099762 (0.21198849026198802) | > loss_disc_real_3: 0.2429351955652237 (0.22909531276247816) | > loss_disc_real_4: 0.22589348256587982 (0.23024775734230807) | > loss_disc_real_5: 0.20758993923664093 (0.2208650877622709) | > loss_0: 2.277073383331299 (2.3587459842908327) | > grad_norm_0: tensor(29.9182, device='cuda:0') (tensor(25.7116, device='cuda:0')) | > loss_gen: 2.4609427452087402 (2.4996343421065084) | > loss_kl: 1.978662371635437 (1.9601564434565366) | > loss_feat: 7.683882713317871 (7.0732240938160515) | > loss_mel: 17.4390811920166 (17.695252205138885) | > loss_duration: 2.108126401901245 (2.0360960682777534) | > loss_1: 31.670696258544922 (31.264363275815363) | > grad_norm_1: tensor(542.7416, device='cuda:0') (tensor(260.9449, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.402 (0.3732514522935702) | > loader_time: 0.0048 (0.0039141613598827904)  --> TIME: 2024-06-11 15:14:45 -- STEP: 244/330 -- GLOBAL_STEP: 268425 | > loss_disc: 2.438417911529541 (2.358741238468983) | > loss_disc_real_0: 0.1563325971364975 (0.11732615286209544) | > loss_disc_real_1: 0.19859616458415985 (0.1973633056537049) | > loss_disc_real_2: 0.21517062187194824 (0.2115740424296895) | > loss_disc_real_3: 0.22621369361877441 (0.22911333091190603) | > loss_disc_real_4: 0.24761918187141418 (0.2306425558006177) | > loss_disc_real_5: 0.2253100574016571 (0.22115476026398237) | > loss_0: 2.438417911529541 (2.358741238468983) | > grad_norm_0: tensor(12.2263, device='cuda:0') (tensor(26.2385, device='cuda:0')) | > loss_gen: 2.501244306564331 (2.4931715492342326) | > loss_kl: 1.9651062488555908 (1.9608458827753537) | > loss_feat: 6.823510646820068 (7.0555610187718125) | > loss_mel: 16.406797409057617 (17.653092595397453) | > loss_duration: 2.0565755367279053 (2.0449623402024897) | > loss_1: 29.75323486328125 (31.207633487513807) | > grad_norm_1: tensor(377.3945, device='cuda:0') (tensor(265.6035, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.4265 (0.37713851107925667) | > loader_time: 0.0051 (0.004043608415322223)  --> TIME: 2024-06-11 15:14:56 -- STEP: 269/330 -- GLOBAL_STEP: 268450 | > loss_disc: 2.5285043716430664 (2.363250394736081) | > loss_disc_real_0: 0.12074701488018036 (0.11824089748487153) | > loss_disc_real_1: 0.2032810002565384 (0.19731108932911678) | > loss_disc_real_2: 0.2157418131828308 (0.2120822533466559) | > loss_disc_real_3: 0.2676682770252228 (0.22970835233044887) | > loss_disc_real_4: 0.2558705508708954 (0.23070728679128738) | > loss_disc_real_5: 0.23547127842903137 (0.2215970966230981) | > loss_0: 2.5285043716430664 (2.363250394736081) | > grad_norm_0: tensor(33.9920, device='cuda:0') (tensor(26.5381, device='cuda:0')) | > loss_gen: 2.2742397785186768 (2.4886571643077735) | > loss_kl: 1.9321200847625732 (1.9658619342683417) | > loss_feat: 5.9061970710754395 (7.069526831899877) | > loss_mel: 15.805093765258789 (17.61933174984163) | > loss_duration: 2.1427621841430664 (2.0526844546697407) | > loss_1: 28.060413360595703 (31.19606220146094) | > grad_norm_1: tensor(70.3718, device='cuda:0') (tensor(268.9054, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.4324 (0.38177613166185115) | > loader_time: 0.0058 (0.004171643558488015)  --> TIME: 2024-06-11 15:15:07 -- STEP: 294/330 -- GLOBAL_STEP: 268475 | > loss_disc: 2.3660411834716797 (2.365334490529534) | > loss_disc_real_0: 0.0699310451745987 (0.11871498567210574) | > loss_disc_real_1: 0.2270069718360901 (0.1977663689426013) | > loss_disc_real_2: 0.22434130311012268 (0.2125251286086582) | > loss_disc_real_3: 0.23372720181941986 (0.2295126669666394) | > loss_disc_real_4: 0.22310788929462433 (0.23082920741669985) | > loss_disc_real_5: 0.19742611050605774 (0.22142479335572443) | > loss_0: 2.3660411834716797 (2.365334490529534) | > grad_norm_0: tensor(37.0542, device='cuda:0') (tensor(27.1178, device='cuda:0')) | > loss_gen: 2.420459270477295 (2.4843096051897313) | > loss_kl: 1.938555359840393 (1.9683257341384888) | > loss_feat: 7.76642370223999 (7.066168629393285) | > loss_mel: 17.37378692626953 (17.57357783544632) | > loss_duration: 2.2035088539123535 (2.0625573814320735) | > loss_1: 31.702733993530273 (31.154939262234436) | > grad_norm_1: tensor(373.1728, device='cuda:0') (tensor(271.1814, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.4511 (0.38720103186004023) | > loader_time: 0.0062 (0.004336935322300915)  --> TIME: 2024-06-11 15:15:21 -- STEP: 319/330 -- GLOBAL_STEP: 268500 | > loss_disc: 2.436380386352539 (2.3658581968385235) | > loss_disc_real_0: 0.10602506250143051 (0.11945051548062448) | > loss_disc_real_1: 0.24303093552589417 (0.19797114864412144) | > loss_disc_real_2: 0.2539966404438019 (0.2126084308265518) | > loss_disc_real_3: 0.22450216114521027 (0.22896095035965539) | > loss_disc_real_4: 0.20774075388908386 (0.2307098087939349) | > loss_disc_real_5: 0.20322632789611816 (0.2215655444184067) | > loss_0: 2.436380386352539 (2.3658581968385235) | > grad_norm_0: tensor(28.5122, device='cuda:0') (tensor(28.5487, device='cuda:0')) | > loss_gen: 2.717423915863037 (2.4861297614895808) | > loss_kl: 1.9727482795715332 (1.9729376123242992) | > loss_feat: 7.59290075302124 (7.096735398223781) | > loss_mel: 16.40976333618164 (17.524299304687126) | > loss_duration: 2.25187349319458 (2.0761298823132415) | > loss_1: 30.94470977783203 (31.156232020698) | > grad_norm_1: tensor(384.4641, device='cuda:0') (tensor(281.8729, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.5952 (0.39773409344185867) | > loader_time: 0.0079 (0.004560258321253854) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_268500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.464552402496338 (2.464552402496338) | > loss_disc_real_0: 0.23472219705581665 (0.23472219705581665) | > loss_disc_real_1: 0.3547646403312683 (0.3547646403312683) | > loss_disc_real_2: 0.34912028908729553 (0.34912028908729553) | > loss_disc_real_3: 0.23883268237113953 (0.23883268237113953) | > loss_disc_real_4: 0.24078057706356049 (0.24078057706356049) | > loss_disc_real_5: 0.21315671503543854 (0.21315671503543854) | > loss_0: 2.464552402496338 (2.464552402496338) | > loss_gen: 2.9482388496398926 (2.9482388496398926) | > loss_kl: 2.1684937477111816 (2.1684937477111816) | > loss_feat: 7.888812065124512 (7.888812065124512) | > loss_mel: 18.1408634185791 (18.1408634185791) | > loss_duration: 2.8929505348205566 (2.8929505348205566) | > loss_1: 34.03936004638672 (34.03936004638672)  --> STEP: 1 | > loss_disc: 2.372649669647217 (2.372649669647217) | > loss_disc_real_0: 0.07993508875370026 (0.07993508875370026) | > loss_disc_real_1: 0.15954264998435974 (0.15954264998435974) | > loss_disc_real_2: 0.22765083611011505 (0.22765083611011505) | > loss_disc_real_3: 0.2961355149745941 (0.2961355149745941) | > loss_disc_real_4: 0.2803696095943451 (0.2803696095943451) | > loss_disc_real_5: 0.3031333386898041 (0.3031333386898041) | > loss_0: 2.372649669647217 (2.372649669647217) | > loss_gen: 2.538564682006836 (2.538564682006836) | > loss_kl: 3.2516095638275146 (3.2516095638275146) | > loss_feat: 5.6853814125061035 (5.6853814125061035) | > loss_mel: 19.08771514892578 (19.08771514892578) | > loss_duration: 2.448458194732666 (2.448458194732666) | > loss_1: 33.0117301940918 (33.0117301940918)  --> STEP: 2 | > loss_disc: 2.2161033153533936 (2.294376492500305) | > loss_disc_real_0: 0.12416442483663559 (0.10204975679516792) | > loss_disc_real_1: 0.228474959731102 (0.19400880485773087) | > loss_disc_real_2: 0.2460774928331375 (0.23686416447162628) | > loss_disc_real_3: 0.2365446239709854 (0.26634006947278976) | > loss_disc_real_4: 0.17077873647212982 (0.22557417303323746) | > loss_disc_real_5: 0.18189837038516998 (0.24251585453748703) | > loss_0: 2.2161033153533936 (2.294376492500305) | > loss_gen: 2.585625410079956 (2.562095046043396) | > loss_kl: 2.6811280250549316 (2.966368794441223) | > loss_feat: 6.179484844207764 (5.932433128356934) | > loss_mel: 18.024368286132812 (18.556041717529297) | > loss_duration: 2.48469877243042 (2.466578483581543) | > loss_1: 31.955305099487305 (32.48351764678955)  --> STEP: 3 | > loss_disc: 2.2527904510498047 (2.2805144786834717) | > loss_disc_real_0: 0.16945162415504456 (0.1245170459151268) | > loss_disc_real_1: 0.1867249459028244 (0.19158085187276205) | > loss_disc_real_2: 0.25855496525764465 (0.24409443140029907) | > loss_disc_real_3: 0.24557410180568695 (0.2594180802504222) | > loss_disc_real_4: 0.213241845369339 (0.2214633971452713) | > loss_disc_real_5: 0.22752900421619415 (0.23752023776372275) | > loss_0: 2.2527904510498047 (2.2805144786834717) | > loss_gen: 2.9211065769195557 (2.681765556335449) | > loss_kl: 3.5548698902130127 (3.162535826365153) | > loss_feat: 7.4179863929748535 (6.42761754989624) | > loss_mel: 18.180145263671875 (18.430742899576824) | > loss_duration: 2.3726654052734375 (2.435274124145508) | > loss_1: 34.446773529052734 (33.13793627421061)  --> STEP: 4 | > loss_disc: 2.0315775871276855 (2.218280255794525) | > loss_disc_real_0: 0.16401152312755585 (0.13439066521823406) | > loss_disc_real_1: 0.23995254933834076 (0.20367377623915672) | > loss_disc_real_2: 0.2810250222682953 (0.2533270791172981) | > loss_disc_real_3: 0.168887659907341 (0.23678547516465187) | > loss_disc_real_4: 0.13013328611850739 (0.19863086938858032) | > loss_disc_real_5: 0.1856730729341507 (0.22455844655632973) | > loss_0: 2.0315775871276855 (2.218280255794525) | > loss_gen: 3.0551204681396484 (2.775104284286499) | > loss_kl: 4.326046943664551 (3.4534136056900024) | > loss_feat: 9.468406677246094 (7.187814831733704) | > loss_mel: 17.72042465209961 (18.25316333770752) | > loss_duration: 2.3523240089416504 (2.4145365953445435) | > loss_1: 36.922325134277344 (34.084033489227295)  --> STEP: 5 | > loss_disc: 2.5767226219177246 (2.289968729019165) | > loss_disc_real_0: 0.21021196246147156 (0.14955492466688156) | > loss_disc_real_1: 0.2500486969947815 (0.21294876039028168) | > loss_disc_real_2: 0.24622929096221924 (0.25190752148628237) | > loss_disc_real_3: 0.21404677629470825 (0.23223773539066314) | > loss_disc_real_4: 0.2953619062900543 (0.21797707676887512) | > loss_disc_real_5: 0.2541753947734833 (0.23048183619976043) | > loss_0: 2.5767226219177246 (2.289968729019165) | > loss_gen: 2.521406412124634 (2.724364709854126) | > loss_kl: 2.8337442874908447 (3.3294797420501707) | > loss_feat: 5.256982803344727 (6.801648426055908) | > loss_mel: 18.62681770324707 (18.32789421081543) | > loss_duration: 2.329906702041626 (2.39761061668396) | > loss_1: 31.568857192993164 (33.580998229980466)  --> STEP: 6 | > loss_disc: 2.3977596759796143 (2.3079338868459067) | > loss_disc_real_0: 0.1205810010433197 (0.14472593739628792) | > loss_disc_real_1: 0.21737873554229736 (0.2136870895822843) | > loss_disc_real_2: 0.2969198226928711 (0.2594095716873805) | > loss_disc_real_3: 0.3062496781349182 (0.24457305918137232) | > loss_disc_real_4: 0.2500188946723938 (0.2233173797527949) | > loss_disc_real_5: 0.23867486417293549 (0.23184734086195627) | > loss_0: 2.3977596759796143 (2.3079338868459067) | > loss_gen: 2.660296678543091 (2.71368670463562) | > loss_kl: 2.864699125289917 (3.252016305923462) | > loss_feat: 5.430905818939209 (6.573191324869792) | > loss_mel: 17.86484718322754 (18.25071970621745) | > loss_duration: 2.209636926651001 (2.3662816683451333) | > loss_1: 31.030385971069336 (33.15589618682861)  --> STEP: 7 | > loss_disc: 2.375493049621582 (2.31758519581386) | > loss_disc_real_0: 0.07427502423524857 (0.13466152123042516) | > loss_disc_real_1: 0.22300849854946136 (0.21501871943473816) | > loss_disc_real_2: 0.23681114614009857 (0.2561812251806259) | > loss_disc_real_3: 0.28700852394104004 (0.2506352684327534) | > loss_disc_real_4: 0.2880130410194397 (0.2325596170766013) | > loss_disc_real_5: 0.3052067160606384 (0.24232725160462515) | > loss_0: 2.375493049621582 (2.31758519581386) | > loss_gen: 2.8720791339874268 (2.736314194543021) | > loss_kl: 3.854262113571167 (3.3380514213017056) | > loss_feat: 7.187376976013184 (6.660932132175991) | > loss_mel: 17.6619873046875 (18.166615077427455) | > loss_duration: 2.5052571296691895 (2.3861353056771413) | > loss_1: 34.080963134765625 (33.28804860796247)  --> STEP: 8 | > loss_disc: 2.1764917373657227 (2.299948513507843) | > loss_disc_real_0: 0.28414803743362427 (0.15334733575582504) | > loss_disc_real_1: 0.18409790098667145 (0.21115361712872982) | > loss_disc_real_2: 0.24360308051109314 (0.2546089570969343) | > loss_disc_real_3: 0.23767292499542236 (0.24901497550308704) | > loss_disc_real_4: 0.14391013979911804 (0.2214784324169159) | > loss_disc_real_5: 0.2487868070602417 (0.24313469603657722) | > loss_0: 2.1764917373657227 (2.299948513507843) | > loss_gen: 3.326047420501709 (2.810030847787857) | > loss_kl: 3.075226068496704 (3.3051982522010803) | > loss_feat: 12.243988037109375 (7.358814120292664) | > loss_mel: 19.727109909057617 (18.361676931381226) | > loss_duration: 2.2749788761138916 (2.3722407519817352) | > loss_1: 40.6473503112793 (34.207961320877075)  --> STEP: 9 | > loss_disc: 2.692561149597168 (2.3435721397399902) | > loss_disc_real_0: 0.2695904076099396 (0.16626323262850443) | > loss_disc_real_1: 0.2210727334022522 (0.2122557411591212) | > loss_disc_real_2: 0.24088166654109955 (0.25308370259073043) | > loss_disc_real_3: 0.25040966272354126 (0.24916994074980417) | > loss_disc_real_4: 0.2828484773635864 (0.22829732629987928) | > loss_disc_real_5: 0.36359426379203796 (0.25651909245385063) | > loss_0: 2.692561149597168 (2.3435721397399902) | > loss_gen: 2.584372043609619 (2.7849576473236084) | > loss_kl: 2.748857021331787 (3.24338255988227) | > loss_feat: 7.775228500366211 (7.40508238474528) | > loss_mel: 18.965850830078125 (18.42880736456977) | > loss_duration: 2.1936333179473877 (2.3523954815334744) | > loss_1: 34.2679443359375 (34.21462610032823)  --> STEP: 10 | > loss_disc: 2.570855140686035 (2.366300439834595) | > loss_disc_real_0: 0.1593240201473236 (0.16556931138038636) | > loss_disc_real_1: 0.23226915299892426 (0.2142570823431015) | > loss_disc_real_2: 0.28184258937835693 (0.2559595912694931) | > loss_disc_real_3: 0.31012654304504395 (0.25526560097932816) | > loss_disc_real_4: 0.27407705783843994 (0.23287529945373536) | > loss_disc_real_5: 0.2703123986721039 (0.25789842307567595) | > loss_0: 2.570855140686035 (2.366300439834595) | > loss_gen: 2.668674945831299 (2.7733293771743774) | > loss_kl: 2.692551612854004 (3.188299465179443) | > loss_feat: 6.061438083648682 (7.27071795463562) | > loss_mel: 16.213787078857422 (18.207305335998534) | > loss_duration: 2.299677848815918 (2.347123718261719) | > loss_1: 29.93613052368164 (33.786776542663574)  --> STEP: 11 | > loss_disc: 2.4693493843078613 (2.375668525695801) | > loss_disc_real_0: 0.24245841801166534 (0.17255923016504807) | > loss_disc_real_1: 0.20996247231960297 (0.21386666325005618) | > loss_disc_real_2: 0.2759510278701782 (0.2577769945968281) | > loss_disc_real_3: 0.25637462735176086 (0.2553664215586402) | > loss_disc_real_4: 0.23322436213493347 (0.23290703242475336) | > loss_disc_real_5: 0.2871233820915222 (0.260555237531662) | > loss_0: 2.4693493843078613 (2.375668525695801) | > loss_gen: 2.643454074859619 (2.7615225315093994) | > loss_kl: 3.2416300773620605 (3.1931477026505903) | > loss_feat: 6.973319053649902 (7.2436816909096455) | > loss_mel: 17.06749725341797 (18.1036864194003) | > loss_duration: 2.477306604385376 (2.358958526091142) | > loss_1: 32.40320587158203 (33.66099739074707)  --> STEP: 12 | > loss_disc: 2.4528591632843018 (2.382101078828176) | > loss_disc_real_0: 0.1690414845943451 (0.17226608470082283) | > loss_disc_real_1: 0.24847188591957092 (0.21675043180584908) | > loss_disc_real_2: 0.23830676078796387 (0.2561544751127561) | > loss_disc_real_3: 0.3040004372596741 (0.259419256200393) | > loss_disc_real_4: 0.21711328625679016 (0.23159088691075644) | > loss_disc_real_5: 0.2849096953868866 (0.26258477568626404) | > loss_0: 2.4528591632843018 (2.382101078828176) | > loss_gen: 2.5321848392486572 (2.7424110571543374) | > loss_kl: 2.5005698204040527 (3.1354328791300454) | > loss_feat: 6.168834209442139 (7.1541110674540205) | > loss_mel: 17.821022033691406 (18.08013105392456) | > loss_duration: 2.2814173698425293 (2.3524967630704245) | > loss_1: 31.304027557373047 (33.464583237965904)  --> STEP: 13 | > loss_disc: 2.527215003967285 (2.3932636884542613) | > loss_disc_real_0: 0.17319801449775696 (0.1723377716082793) | > loss_disc_real_1: 0.33990371227264404 (0.22622376107252562) | > loss_disc_real_2: 0.2550545334815979 (0.2560698642180516) | > loss_disc_real_3: 0.28341519832611084 (0.26126509790237135) | > loss_disc_real_4: 0.275497704744339 (0.23496833443641663) | > loss_disc_real_5: 0.24384517967700958 (0.26114326830093676) | > loss_0: 2.527215003967285 (2.3932636884542613) | > loss_gen: 2.7332496643066406 (2.7417063346275916) | > loss_kl: 3.320082664489746 (3.1496367087730994) | > loss_feat: 5.739800930023193 (7.045317979959341) | > loss_mel: 16.054325103759766 (17.924299826988808) | > loss_duration: 2.2374839782714844 (2.3436496257781982) | > loss_1: 30.084941864013672 (33.20461082458496)  --> STEP: 14 | > loss_disc: 2.342609167098999 (2.389645508357457) | > loss_disc_real_0: 0.24381330609321594 (0.1774431669286319) | > loss_disc_real_1: 0.21546772122383118 (0.2254554725119046) | > loss_disc_real_2: 0.25896573066711426 (0.2562767118215561) | > loss_disc_real_3: 0.25059378147125244 (0.26050286101443426) | > loss_disc_real_4: 0.18354536592960358 (0.23129526525735855) | > loss_disc_real_5: 0.20905570685863495 (0.25742272819791523) | > loss_0: 2.342609167098999 (2.389645508357457) | > loss_gen: 2.5997085571289062 (2.7315636362348283) | > loss_kl: 3.7251784801483154 (3.1907468352999007) | > loss_feat: 7.412655830383301 (7.071556397846767) | > loss_mel: 18.788055419921875 (17.985996655055455) | > loss_duration: 2.404926300048828 (2.348026531083243) | > loss_1: 34.93052291870117 (33.32789025987898)  --> STEP: 15 | > loss_disc: 2.336977243423462 (2.3861342906951903) | > loss_disc_real_0: 0.24247725307941437 (0.18177877267201742) | > loss_disc_real_1: 0.19265343248844147 (0.22326866984367372) | > loss_disc_real_2: 0.2893116772174835 (0.25847904284795126) | > loss_disc_real_3: 0.2980087101459503 (0.2630032509565353) | > loss_disc_real_4: 0.19398999214172363 (0.22880824704964955) | > loss_disc_real_5: 0.2584574520587921 (0.25749170978864033) | > loss_0: 2.336977243423462 (2.3861342906951903) | > loss_gen: 2.7781879901885986 (2.734671926498413) | > loss_kl: 3.718221426010132 (3.225911808013916) | > loss_feat: 6.812080383300781 (7.054257996877035) | > loss_mel: 17.56809425354004 (17.958136494954427) | > loss_duration: 2.364473581314087 (2.349123001098633) | > loss_1: 33.241058349609375 (33.322101465861)  --> STEP: 16 | > loss_disc: 2.5994157791137695 (2.3994643837213516) | > loss_disc_real_0: 0.178945392370224 (0.18160168640315533) | > loss_disc_real_1: 0.2798215448856354 (0.2268032245337963) | > loss_disc_real_2: 0.27478164434432983 (0.2594979554414749) | > loss_disc_real_3: 0.2624916136264801 (0.2629712736234069) | > loss_disc_real_4: 0.2024926245212555 (0.22716352064162493) | > loss_disc_real_5: 0.3235500454902649 (0.2616203557699919) | > loss_0: 2.5994157791137695 (2.3994643837213516) | > loss_gen: 2.5050201416015625 (2.72031868994236) | > loss_kl: 2.6114461421966553 (3.187507703900337) | > loss_feat: 6.299304962158203 (7.0070734322071075) | > loss_mel: 15.787671089172363 (17.822482407093048) | > loss_duration: 2.3546276092529297 (2.3494670391082764) | > loss_1: 29.558069229125977 (33.08684945106506)  --> STEP: 17 | > loss_disc: 2.202211856842041 (2.3878612939049217) | > loss_disc_real_0: 0.08582519739866257 (0.175967775285244) | > loss_disc_real_1: 0.1918388456106186 (0.22474649636184468) | > loss_disc_real_2: 0.27741870284080505 (0.2605521170532002) | > loss_disc_real_3: 0.2549402713775635 (0.2624988617265926) | > loss_disc_real_4: 0.25620317459106445 (0.22887173557982726) | > loss_disc_real_5: 0.25559407472610474 (0.2612658686497632) | > loss_0: 2.202211856842041 (2.3878612939049217) | > loss_gen: 2.8127636909484863 (2.7257566311780144) | > loss_kl: 2.1189966201782227 (3.124654110740213) | > loss_feat: 7.252073764801025 (7.021485216477338) | > loss_mel: 17.371212005615234 (17.795937089359057) | > loss_duration: 2.4371390342712402 (2.354624215294333) | > loss_1: 31.992185592651367 (33.02245745939367)  --> STEP: 18 | > loss_disc: 2.1443493366241455 (2.3743328518337674) | > loss_disc_real_0: 0.10957688838243484 (0.17227939267953238) | > loss_disc_real_1: 0.1766580194234848 (0.22207491430971357) | > loss_disc_real_2: 0.2546442449092865 (0.2602239019340939) | > loss_disc_real_3: 0.19190779328346252 (0.2585771357019742) | > loss_disc_real_4: 0.11437881737947464 (0.22251101790202987) | > loss_disc_real_5: 0.18541380763053894 (0.25705186525980633) | > loss_0: 2.1443493366241455 (2.3743328518337674) | > loss_gen: 2.665954113006592 (2.7224342690573797) | > loss_kl: 3.2805302143096924 (3.1333138942718506) | > loss_feat: 8.568147659301758 (7.107410907745361) | > loss_mel: 17.73387908935547 (17.792489422692192) | > loss_duration: 2.265872001647949 (2.349693536758423) | > loss_1: 34.51438522338867 (33.10534233517117)  --> STEP: 19 | > loss_disc: 2.6025211811065674 (2.386342763900757) | > loss_disc_real_0: 0.22133725881576538 (0.17486138563407094) | > loss_disc_real_1: 0.269897997379303 (0.22459191868179723) | > loss_disc_real_2: 0.25722500681877136 (0.26006606534907695) | > loss_disc_real_3: 0.24938613176345825 (0.25809339865257863) | > loss_disc_real_4: 0.20802699029445648 (0.221748700659526) | > loss_disc_real_5: 0.2615933120250702 (0.25729088877376755) | > loss_0: 2.6025211811065674 (2.386342763900757) | > loss_gen: 2.412885904312134 (2.7061422498602616) | > loss_kl: 1.852308988571167 (3.065892583445499) | > loss_feat: 6.624917507171631 (7.082016518241481) | > loss_mel: 17.057411193847656 (17.75380109485827) | > loss_duration: 2.329340934753418 (2.3486223471792123) | > loss_1: 30.27686309814453 (32.95647500690661)  --> STEP: 20 | > loss_disc: 2.5295186042785645 (2.3935015559196473) | > loss_disc_real_0: 0.24077223241329193 (0.178156927973032) | > loss_disc_real_1: 0.28238970041275024 (0.22748180776834487) | > loss_disc_real_2: 0.26758942008018494 (0.2604422330856323) | > loss_disc_real_3: 0.2804383933544159 (0.2592106483876705) | > loss_disc_real_4: 0.27823296189308167 (0.2245729137212038) | > loss_disc_real_5: 0.2683468163013458 (0.25784368515014644) | > loss_0: 2.5295186042785645 (2.3935015559196473) | > loss_gen: 2.715596914291382 (2.706614983081818) | > loss_kl: 2.0218286514282227 (3.013689386844635) | > loss_feat: 6.111522197723389 (7.033491802215576) | > loss_mel: 17.282978057861328 (17.730259943008427) | > loss_duration: 2.3378496170043945 (2.3480837106704713) | > loss_1: 30.469776153564453 (32.8321400642395)  --> STEP: 21 | > loss_disc: 2.4267096519470215 (2.3950828938257125) | > loss_disc_real_0: 0.12184526771306992 (0.17547542034160524) | > loss_disc_real_1: 0.21964028477668762 (0.22710840191159928) | > loss_disc_real_2: 0.2759104073047638 (0.2611788128103529) | > loss_disc_real_3: 0.29327651858329773 (0.2608328326827004) | > loss_disc_real_4: 0.28275465965270996 (0.22734347305127553) | > loss_disc_real_5: 0.30693289637565613 (0.26018126663707547) | > loss_0: 2.4267096519470215 (2.3950828938257125) | > loss_gen: 2.7274363040924072 (2.707606474558512) | > loss_kl: 3.178438901901245 (3.0215346018473306) | > loss_feat: 5.475406169891357 (6.959297248295376) | > loss_mel: 17.43245506286621 (17.716078758239753) | > loss_duration: 2.1325302124023438 (2.337819258371989) | > loss_1: 30.946266174316406 (32.74233654567173)  --> STEP: 22 | > loss_disc: 2.3632264137268066 (2.393634872003035) | > loss_disc_real_0: 0.15334457159042358 (0.17446947267109697) | > loss_disc_real_1: 0.2836741507053375 (0.22967957231131467) | > loss_disc_real_2: 0.32490038871765137 (0.26407524807886645) | > loss_disc_real_3: 0.22586610913276672 (0.25924343615770346) | > loss_disc_real_4: 0.20134861767292023 (0.22616188871589574) | > loss_disc_real_5: 0.2549510598182678 (0.2599435299634933) | > loss_0: 2.3632264137268066 (2.393634872003035) | > loss_gen: 2.8130080699920654 (2.7123974561691284) | > loss_kl: 2.064464807510376 (2.9780314293774692) | > loss_feat: 7.36768913269043 (6.977860515767878) | > loss_mel: 18.221267700195312 (17.739041891965005) | > loss_duration: 2.185607433319092 (2.330900539051403) | > loss_1: 32.652034759521484 (32.73823191902854)  --> STEP: 23 | > loss_disc: 2.487571954727173 (2.397719092991041) | > loss_disc_real_0: 0.18363633751869202 (0.17486803201229675) | > loss_disc_real_1: 0.2507661283016205 (0.2305963790935019) | > loss_disc_real_2: 0.20075783133506775 (0.2613223169160926) | > loss_disc_real_3: 0.16973307728767395 (0.2553516814242239) | > loss_disc_real_4: 0.21672531962394714 (0.22575160310320233) | > loss_disc_real_5: 0.19188213348388672 (0.25698433881220606) | > loss_0: 2.487571954727173 (2.397719092991041) | > loss_gen: 2.175696849822998 (2.6890626471975576) | > loss_kl: 2.4564030170440674 (2.9553519331890605) | > loss_feat: 5.228510856628418 (6.9018018349357275) | > loss_mel: 16.554061889648438 (17.687521022299066) | > loss_duration: 2.26702880859375 (2.3281235072923745) | > loss_1: 28.68170166015625 (32.56186103820801)  --> STEP: 24 | > loss_disc: 2.503418445587158 (2.402123232682546) | > loss_disc_real_0: 0.2208874523639679 (0.17678550786028305) | > loss_disc_real_1: 0.22200633585453033 (0.2302384606252114) | > loss_disc_real_2: 0.28991687297821045 (0.26251375675201416) | > loss_disc_real_3: 0.25843754410743713 (0.2554802590360244) | > loss_disc_real_4: 0.20218122005462646 (0.22476950380951166) | > loss_disc_real_5: 0.23468299210071564 (0.25605511603256065) | > loss_0: 2.503418445587158 (2.402123232682546) | > loss_gen: 2.6678829193115234 (2.6881801585356393) | > loss_kl: 2.1710658073425293 (2.9226733446121216) | > loss_feat: 6.828061580657959 (6.89872932434082) | > loss_mel: 17.643110275268555 (17.68567057450613) | > loss_duration: 2.3868558406829834 (2.3305706878503165) | > loss_1: 31.696977615356445 (32.525824228922524)  --> STEP: 25 | > loss_disc: 2.750166416168213 (2.4160449600219724) | > loss_disc_real_0: 0.16072334349155426 (0.1761430212855339) | > loss_disc_real_1: 0.3098946809768677 (0.23342470943927765) | > loss_disc_real_2: 0.3314293920993805 (0.2652703821659088) | > loss_disc_real_3: 0.2460685819387436 (0.2551037919521332) | > loss_disc_real_4: 0.2377675175666809 (0.22528942435979843) | > loss_disc_real_5: 0.28863614797592163 (0.2573583573102951) | > loss_0: 2.750166416168213 (2.4160449600219724) | > loss_gen: 2.492720603942871 (2.6803617763519285) | > loss_kl: 3.0570778846740723 (2.9280495262145996) | > loss_feat: 7.242130279541016 (6.912465362548828) | > loss_mel: 15.761669158935547 (17.608710517883306) | > loss_duration: 2.3874359130859375 (2.332845296859741) | > loss_1: 30.94103240966797 (32.46243255615234)  --> STEP: 26 | > loss_disc: 1.920013189315796 (2.3969668149948116) | > loss_disc_real_0: 0.2859606146812439 (0.1803667748776766) | > loss_disc_real_1: 0.1978449672460556 (0.23205625781646141) | > loss_disc_real_2: 0.24447883665561676 (0.2644707073385899) | > loss_disc_real_3: 0.1370396465063095 (0.25056286328113997) | > loss_disc_real_4: 0.06494967639446259 (0.21912251097651628) | > loss_disc_real_5: 0.17542311549186707 (0.2542070018557402) | > loss_0: 1.920013189315796 (2.3969668149948116) | > loss_gen: 3.092193841934204 (2.6962014711820164) | > loss_kl: 2.722013473510742 (2.9201250626490665) | > loss_feat: 14.04646110534668 (7.1868498141948995) | > loss_mel: 19.300748825073242 (17.673788914313686) | > loss_duration: 2.3117008209228516 (2.3320320477852454) | > loss_1: 41.473114013671875 (32.808997227595405) --> EVAL PERFORMANCE | > avg_loader_time: 0.002280730467576247 (-1.436013441819331e-05) | > avg_loss_disc: 2.3969668149948116 (-0.06473133197197667) | > avg_loss_disc_real_0: 0.1803667748776766 (+0.05543647706508638) | > avg_loss_disc_real_1: 0.23205625781646141 (+0.06021779259810081) | > avg_loss_disc_real_2: 0.2644707073385899 (+0.07129916606041103) | > avg_loss_disc_real_3: 0.25056286328113997 (+0.02659982844040945) | > avg_loss_disc_real_4: 0.21912251097651628 (-0.0054682845679613346) | > avg_loss_disc_real_5: 0.2542070018557402 (+0.006731256556052445) | > avg_loss_0: 2.3969668149948116 (-0.06473133197197667) | > avg_loss_gen: 2.6962014711820164 (+0.4834083272860603) | > avg_loss_kl: 2.9201250626490665 (+0.08781592662517834) | > avg_loss_feat: 7.1868498141948995 (+0.13821152540353676) | > avg_loss_mel: 17.673788914313686 (-0.24916890951303117) | > avg_loss_duration: 2.3320320477852454 (-0.002462717202993847) | > avg_loss_1: 32.808997227595405 (+0.4578044597919231)  > EPOCH: 547/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:15:52)   --> TIME: 2024-06-11 15:15:58 -- STEP: 14/330 -- GLOBAL_STEP: 268525 | > loss_disc: 2.237401008605957 (2.3280434608459473) | > loss_disc_real_0: 0.0957200825214386 (0.11251459802900042) | > loss_disc_real_1: 0.1954817771911621 (0.20100762801510946) | > loss_disc_real_2: 0.19463390111923218 (0.21305923270327704) | > loss_disc_real_3: 0.22477708756923676 (0.22102523382220948) | > loss_disc_real_4: 0.23264673352241516 (0.22626158275774547) | > loss_disc_real_5: 0.19894243776798248 (0.2188317115817751) | > loss_0: 2.237401008605957 (2.3280434608459473) | > grad_norm_0: tensor(23.0680, device='cuda:0') (tensor(13.4142, device='cuda:0')) | > loss_gen: 2.535796642303467 (2.5021513019289285) | > loss_kl: 1.8226348161697388 (1.8480881537709917) | > loss_feat: 7.707675933837891 (7.1725813661302835) | > loss_mel: 17.46883773803711 (17.98345279693604) | > loss_duration: 2.049152135848999 (2.0999255946704323) | > loss_1: 31.58409881591797 (31.60619980948312) | > grad_norm_1: tensor(240.6052, device='cuda:0') (tensor(204.4528, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3476 (0.35432469844818115) | > loader_time: 0.0028 (0.002949612481253488)  --> TIME: 2024-06-11 15:16:07 -- STEP: 39/330 -- GLOBAL_STEP: 268550 | > loss_disc: 2.3697404861450195 (2.346789213327261) | > loss_disc_real_0: 0.10229159891605377 (0.1095894531179697) | > loss_disc_real_1: 0.16643685102462769 (0.19682775284999457) | > loss_disc_real_2: 0.2236381471157074 (0.21257713933785757) | > loss_disc_real_3: 0.2197224348783493 (0.22627173784451607) | > loss_disc_real_4: 0.22495627403259277 (0.22774056975658125) | > loss_disc_real_5: 0.2006678432226181 (0.22204595727798265) | > loss_0: 2.3697404861450195 (2.346789213327261) | > grad_norm_0: tensor(9.3775, device='cuda:0') (tensor(12.7420, device='cuda:0')) | > loss_gen: 2.525815010070801 (2.5053302141336293) | > loss_kl: 1.7788411378860474 (1.8532638213573358) | > loss_feat: 7.23940896987915 (7.062804075387808) | > loss_mel: 17.789491653442383 (17.857859000181545) | > loss_duration: 2.0362186431884766 (2.0391002526650066) | > loss_1: 31.369775772094727 (31.31835756546412) | > grad_norm_1: tensor(103.0353, device='cuda:0') (tensor(165.1030, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3658 (0.3532721935174404) | > loader_time: 0.0031 (0.003108642040154873)  --> TIME: 2024-06-11 15:16:16 -- STEP: 64/330 -- GLOBAL_STEP: 268575 | > loss_disc: 2.3059027194976807 (2.3525715507566924) | > loss_disc_real_0: 0.10637223720550537 (0.11277343286201358) | > loss_disc_real_1: 0.17632339894771576 (0.19764144020155072) | > loss_disc_real_2: 0.2159145325422287 (0.211579852970317) | > loss_disc_real_3: 0.23687170445919037 (0.22769700572825968) | > loss_disc_real_4: 0.2420344054698944 (0.2308550828602165) | > loss_disc_real_5: 0.2188081294298172 (0.2232582736760378) | > loss_0: 2.3059027194976807 (2.3525715507566924) | > grad_norm_0: tensor(7.9503, device='cuda:0') (tensor(11.0763, device='cuda:0')) | > loss_gen: 2.5001797676086426 (2.4885630011558533) | > loss_kl: 1.9507101774215698 (1.8802246861159801) | > loss_feat: 6.993004322052002 (6.945519149303436) | > loss_mel: 17.885520935058594 (17.712739795446403) | > loss_duration: 2.0209696292877197 (2.019856996834279) | > loss_1: 31.350383758544922 (31.04690372943878) | > grad_norm_1: tensor(112.0332, device='cuda:0') (tensor(140.1326, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3519 (0.35656555369496334) | > loader_time: 0.0034 (0.0032753609120845795)  --> TIME: 2024-06-11 15:16:26 -- STEP: 89/330 -- GLOBAL_STEP: 268600 | > loss_disc: 2.401686429977417 (2.3451811999417425) | > loss_disc_real_0: 0.10008396208286285 (0.11226163285501888) | > loss_disc_real_1: 0.20351701974868774 (0.1983679951576704) | > loss_disc_real_2: 0.2186562716960907 (0.21110796392633674) | > loss_disc_real_3: 0.23048138618469238 (0.2275125426187944) | > loss_disc_real_4: 0.2274693101644516 (0.23015114028802078) | > loss_disc_real_5: 0.2150321900844574 (0.22125717846865062) | > loss_0: 2.401686429977417 (2.3451811999417425) | > grad_norm_0: tensor(8.4787, device='cuda:0') (tensor(10.1558, device='cuda:0')) | > loss_gen: 2.307384490966797 (2.4927336660663735) | > loss_kl: 1.8346362113952637 (1.8974894111076097) | > loss_feat: 6.18687629699707 (7.010536740335184) | > loss_mel: 17.011255264282227 (17.68116983135095) | > loss_duration: 2.02840518951416 (2.012301698159636) | > loss_1: 29.36855697631836 (31.09423133764374) | > grad_norm_1: tensor(114.6335, device='cuda:0') (tensor(125.2856, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3556 (0.3600948178366327) | > loader_time: 0.0037 (0.003413816516319017)  --> TIME: 2024-06-11 15:16:35 -- STEP: 114/330 -- GLOBAL_STEP: 268625 | > loss_disc: 2.2677130699157715 (2.3437824688459696) | > loss_disc_real_0: 0.09170800447463989 (0.11168572476558518) | > loss_disc_real_1: 0.17165817320346832 (0.19691981963421165) | > loss_disc_real_2: 0.19308412075042725 (0.21075593392577088) | > loss_disc_real_3: 0.2146453559398651 (0.22725449816176765) | > loss_disc_real_4: 0.2076829969882965 (0.2293405007374914) | > loss_disc_real_5: 0.23008307814598083 (0.2210875148313087) | > loss_0: 2.2677130699157715 (2.3437824688459696) | > grad_norm_0: tensor(25.9905, device='cuda:0') (tensor(11.1327, device='cuda:0')) | > loss_gen: 2.546386480331421 (2.4917404191535826) | > loss_kl: 2.074460983276367 (1.9004741896662796) | > loss_feat: 7.555880069732666 (7.050538711380539) | > loss_mel: 17.765592575073242 (17.692666572436938) | > loss_duration: 2.027036190032959 (2.012665789378318) | > loss_1: 31.969356536865234 (31.148085694564017) | > grad_norm_1: tensor(347.9643, device='cuda:0') (tensor(140.3732, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3613 (0.3621488203082167) | > loader_time: 0.0047 (0.003510579728243643)  --> TIME: 2024-06-11 15:16:45 -- STEP: 139/330 -- GLOBAL_STEP: 268650 | > loss_disc: 2.3367881774902344 (2.3525399132598217) | > loss_disc_real_0: 0.09419408440589905 (0.11276597090119081) | > loss_disc_real_1: 0.1712035983800888 (0.19677390919314872) | > loss_disc_real_2: 0.21381179988384247 (0.2132578350657182) | > loss_disc_real_3: 0.22159028053283691 (0.2288823864228434) | > loss_disc_real_4: 0.2488476186990738 (0.23027552128266945) | > loss_disc_real_5: 0.22696974873542786 (0.2216398581969652) | > loss_0: 2.3367881774902344 (2.3525399132598217) | > grad_norm_0: tensor(32.3283, device='cuda:0') (tensor(14.1178, device='cuda:0')) | > loss_gen: 2.527524471282959 (2.492487449440168) | > loss_kl: 2.1078169345855713 (1.9089069898179967) | > loss_feat: 6.119257926940918 (7.021649281755626) | > loss_mel: 16.843292236328125 (17.714446184446473) | > loss_duration: 2.0897178649902344 (2.017585226100128) | > loss_1: 29.68760871887207 (31.15507508696412) | > grad_norm_1: tensor(282.7498, device='cuda:0') (tensor(164.3050, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3707 (0.36470252661396263) | > loader_time: 0.004 (0.0036107207373749436)  --> TIME: 2024-06-11 15:16:54 -- STEP: 164/330 -- GLOBAL_STEP: 268675 | > loss_disc: 2.381624698638916 (2.351049273479276) | > loss_disc_real_0: 0.1388537585735321 (0.11301348562829377) | > loss_disc_real_1: 0.19962748885154724 (0.19621289139840656) | > loss_disc_real_2: 0.2256549447774887 (0.2126807634059976) | > loss_disc_real_3: 0.22119569778442383 (0.22943124147813496) | > loss_disc_real_4: 0.27606481313705444 (0.230814605678727) | > loss_disc_real_5: 0.2451774924993515 (0.22223771917747284) | > loss_0: 2.381624698638916 (2.351049273479276) | > grad_norm_0: tensor(66.5758, device='cuda:0') (tensor(16.0963, device='cuda:0')) | > loss_gen: 2.5045998096466064 (2.502869020148022) | > loss_kl: 2.0561468601226807 (1.9156609104900826) | > loss_feat: 6.9630608558654785 (7.0394095415022315) | > loss_mel: 17.145435333251953 (17.702756660740537) | > loss_duration: 2.0877368450164795 (2.0206349782827457) | > loss_1: 30.75697898864746 (31.181331076273104) | > grad_norm_1: tensor(490.4922, device='cuda:0') (tensor(185.0544, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3738 (0.3660196298506201) | > loader_time: 0.0043 (0.0037239019463701944)  --> TIME: 2024-06-11 15:17:04 -- STEP: 189/330 -- GLOBAL_STEP: 268700 | > loss_disc: 2.3164925575256348 (2.3538025081473055) | > loss_disc_real_0: 0.11084213107824326 (0.11236375560441976) | > loss_disc_real_1: 0.19866734743118286 (0.19725577951108333) | > loss_disc_real_2: 0.21276867389678955 (0.2133727935413835) | > loss_disc_real_3: 0.25491657853126526 (0.22979254531797277) | > loss_disc_real_4: 0.2273983210325241 (0.2301004769467803) | > loss_disc_real_5: 0.2079743593931198 (0.22172127900615568) | > loss_0: 2.3164925575256348 (2.3538025081473055) | > grad_norm_0: tensor(13.9267, device='cuda:0') (tensor(18.5081, device='cuda:0')) | > loss_gen: 2.7830543518066406 (2.5072867668494982) | > loss_kl: 1.9060903787612915 (1.9190188526476502) | > loss_feat: 6.67996072769165 (7.028050013950893) | > loss_mel: 16.655338287353516 (17.686641168342042) | > loss_duration: 2.1015937328338623 (2.0276865126594714) | > loss_1: 30.12603759765625 (31.168683339679053) | > grad_norm_1: tensor(633.0284, device='cuda:0') (tensor(211.2488, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.374 (0.36855309728592145) | > loader_time: 0.0047 (0.0038271505365926753)  --> TIME: 2024-06-11 15:17:14 -- STEP: 214/330 -- GLOBAL_STEP: 268725 | > loss_disc: 2.3688879013061523 (2.354014283028719) | > loss_disc_real_0: 0.10952483862638474 (0.11392016230133649) | > loss_disc_real_1: 0.24498887360095978 (0.19734715336115558) | > loss_disc_real_2: 0.21644540131092072 (0.21341284538540883) | > loss_disc_real_3: 0.20506194233894348 (0.2296804769016872) | > loss_disc_real_4: 0.22504372894763947 (0.23004450704728333) | > loss_disc_real_5: 0.24597787857055664 (0.2219355308285383) | > loss_0: 2.3688879013061523 (2.354014283028719) | > grad_norm_0: tensor(53.4660, device='cuda:0') (tensor(20.9435, device='cuda:0')) | > loss_gen: 2.3549964427948 (2.508855563457882) | > loss_kl: 1.80504310131073 (1.92730776784576) | > loss_feat: 6.4773640632629395 (7.049084781486298) | > loss_mel: 17.29342269897461 (17.644420971380196) | > loss_duration: 2.1290760040283203 (2.0349852381465627) | > loss_1: 30.059900283813477 (31.16465433958535) | > grad_norm_1: tensor(430.2667, device='cuda:0') (tensor(238.3997, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.3956 (0.3709458524935712) | > loader_time: 0.0053 (0.003969780752591998)  --> TIME: 2024-06-11 15:17:25 -- STEP: 239/330 -- GLOBAL_STEP: 268750 | > loss_disc: 2.3774502277374268 (2.355567455291748) | > loss_disc_real_0: 0.07996846735477448 (0.1147907675091941) | > loss_disc_real_1: 0.18951921164989471 (0.19747986915720056) | > loss_disc_real_2: 0.21237652003765106 (0.21296848057453602) | > loss_disc_real_3: 0.26221102476119995 (0.22966595299573125) | > loss_disc_real_4: 0.22766463458538055 (0.22980570394124944) | > loss_disc_real_5: 0.22865737974643707 (0.22182473047757245) | > loss_0: 2.3774502277374268 (2.355567455291748) | > grad_norm_0: tensor(45.0482, device='cuda:0') (tensor(23.0573, device='cuda:0')) | > loss_gen: 2.480590581893921 (2.5042025693789696) | > loss_kl: 1.9423925876617432 (1.931788667974113) | > loss_feat: 6.600545883178711 (7.040350277553542) | > loss_mel: 16.92928123474121 (17.613770983707955) | > loss_duration: 2.0864992141723633 (2.0432033838088586) | > loss_1: 30.039310455322266 (31.1333158804283) | > grad_norm_1: tensor(414.7573, device='cuda:0') (tensor(253.7056, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.4177 (0.37485258250056935) | > loader_time: 0.0055 (0.004114193896369455)  --> TIME: 2024-06-11 15:17:35 -- STEP: 264/330 -- GLOBAL_STEP: 268775 | > loss_disc: 2.395040512084961 (2.3572190123977084) | > loss_disc_real_0: 0.14639177918434143 (0.11590369042912216) | > loss_disc_real_1: 0.18331526219844818 (0.19767585532231763) | > loss_disc_real_2: 0.21341025829315186 (0.21297581855094794) | > loss_disc_real_3: 0.21062733232975006 (0.22975476294981712) | > loss_disc_real_4: 0.23558512330055237 (0.22976932177941004) | > loss_disc_real_5: 0.21394440531730652 (0.22167254374785855) | > loss_0: 2.395040512084961 (2.3572190123977084) | > grad_norm_0: tensor(95.8288, device='cuda:0') (tensor(24.8995, device='cuda:0')) | > loss_gen: 2.4551713466644287 (2.5058980403524465) | > loss_kl: 2.021608352661133 (1.9373149420275833) | > loss_feat: 6.1833672523498535 (7.046011706193289) | > loss_mel: 17.213272094726562 (17.581720749537155) | > loss_duration: 2.1622772216796875 (2.050839727575133) | > loss_1: 30.035696029663086 (31.12178515665459) | > grad_norm_1: tensor(546.2382, device='cuda:0') (tensor(266.6792, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.4246 (0.3792389685457402) | > loader_time: 0.0056 (0.004282001293066776)  --> TIME: 2024-06-11 15:17:47 -- STEP: 289/330 -- GLOBAL_STEP: 268800 | > loss_disc: 2.3568902015686035 (2.3599415980408347) | > loss_disc_real_0: 0.10646191239356995 (0.11784450227723402) | > loss_disc_real_1: 0.2085142582654953 (0.1977909089784721) | > loss_disc_real_2: 0.20016828179359436 (0.21317122814770795) | > loss_disc_real_3: 0.2492673695087433 (0.22978000183006472) | > loss_disc_real_4: 0.278967946767807 (0.22962086696732004) | > loss_disc_real_5: 0.2290174961090088 (0.22191845133230337) | > loss_0: 2.3568902015686035 (2.3599415980408347) | > grad_norm_0: tensor(57.1903, device='cuda:0') (tensor(27.2738, device='cuda:0')) | > loss_gen: 2.3722968101501465 (2.506061788248769) | > loss_kl: 2.067039728164673 (1.9437258321933681) | > loss_feat: 7.437108993530273 (7.059796303613788) | > loss_mel: 16.8837890625 (17.541552662436942) | > loss_duration: 2.197455644607544 (2.060373165203217) | > loss_1: 30.957691192626953 (31.111509778507852) | > grad_norm_1: tensor(604.2388, device='cuda:0') (tensor(280.6330, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.445 (0.3855175023260412) | > loader_time: 0.0062 (0.0044473240532264605)  --> TIME: 2024-06-11 15:18:00 -- STEP: 314/330 -- GLOBAL_STEP: 268825 | > loss_disc: 2.4091577529907227 (2.3618136158414726) | > loss_disc_real_0: 0.1360243856906891 (0.11968973352556016) | > loss_disc_real_1: 0.2334398329257965 (0.19844515764029919) | > loss_disc_real_2: 0.19258804619312286 (0.21277897866668205) | > loss_disc_real_3: 0.2237216830253601 (0.22943134715033184) | > loss_disc_real_4: 0.22637581825256348 (0.22948231097239596) | > loss_disc_real_5: 0.19676651060581207 (0.22160289892155643) | > loss_0: 2.4091577529907227 (2.3618136158414726) | > grad_norm_0: tensor(34.8296, device='cuda:0') (tensor(26.9256, device='cuda:0')) | > loss_gen: 2.359042167663574 (2.502605366099412) | > loss_kl: 2.0372183322906494 (1.948728124427188) | > loss_feat: 7.387681484222412 (7.06794210604042) | > loss_mel: 17.269023895263672 (17.496619178990656) | > loss_duration: 2.2686448097229004 (2.0729096201574775) | > loss_1: 31.321611404418945 (31.088804384705366) | > grad_norm_1: tensor(181.8952, device='cuda:0') (tensor(279.9208, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.5217 (0.39384140026797154) | > loader_time: 0.0081 (0.004648122058552544)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5498433113098145 (2.5498433113098145) | > loss_disc_real_0: 0.1045968234539032 (0.1045968234539032) | > loss_disc_real_1: 0.24010984599590302 (0.24010984599590302) | > loss_disc_real_2: 0.25897112488746643 (0.25897112488746643) | > loss_disc_real_3: 0.2611434757709503 (0.2611434757709503) | > loss_disc_real_4: 0.22994494438171387 (0.22994494438171387) | > loss_disc_real_5: 0.24715839326381683 (0.24715839326381683) | > loss_0: 2.5498433113098145 (2.5498433113098145) | > loss_gen: 2.224834680557251 (2.224834680557251) | > loss_kl: 1.7800850868225098 (1.7800850868225098) | > loss_feat: 5.593660354614258 (5.593660354614258) | > loss_mel: 14.510767936706543 (14.510767936706543) | > loss_duration: 2.9034926891326904 (2.9034926891326904) | > loss_1: 27.012840270996094 (27.012840270996094)  --> STEP: 1 | > loss_disc: 2.3340048789978027 (2.3340048789978027) | > loss_disc_real_0: 0.08501280844211578 (0.08501280844211578) | > loss_disc_real_1: 0.11945664882659912 (0.11945664882659912) | > loss_disc_real_2: 0.1646600365638733 (0.1646600365638733) | > loss_disc_real_3: 0.25963783264160156 (0.25963783264160156) | > loss_disc_real_4: 0.2903800308704376 (0.2903800308704376) | > loss_disc_real_5: 0.22502142190933228 (0.22502142190933228) | > loss_0: 2.3340048789978027 (2.3340048789978027) | > loss_gen: 2.1975746154785156 (2.1975746154785156) | > loss_kl: 3.0591492652893066 (3.0591492652893066) | > loss_feat: 7.164894104003906 (7.164894104003906) | > loss_mel: 18.894996643066406 (18.894996643066406) | > loss_duration: 2.364267110824585 (2.364267110824585) | > loss_1: 33.68088150024414 (33.68088150024414)  --> STEP: 2 | > loss_disc: 2.271263360977173 (2.302634119987488) | > loss_disc_real_0: 0.07321283221244812 (0.07911282032728195) | > loss_disc_real_1: 0.17269669473171234 (0.14607667177915573) | > loss_disc_real_2: 0.21384285390377045 (0.18925144523382187) | > loss_disc_real_3: 0.20902839303016663 (0.2343331128358841) | > loss_disc_real_4: 0.2272145301103592 (0.2587972804903984) | > loss_disc_real_5: 0.2067350447177887 (0.21587823331356049) | > loss_0: 2.271263360977173 (2.302634119987488) | > loss_gen: 2.244203567504883 (2.220889091491699) | > loss_kl: 2.4857289791107178 (2.772439122200012) | > loss_feat: 6.192392349243164 (6.678643226623535) | > loss_mel: 18.187923431396484 (18.541460037231445) | > loss_duration: 2.468928337097168 (2.4165977239608765) | > loss_1: 31.579177856445312 (32.63002967834473)  --> STEP: 3 | > loss_disc: 2.4357070922851562 (2.346991777420044) | > loss_disc_real_0: 0.08589517325162888 (0.0813736046353976) | > loss_disc_real_1: 0.180121049284935 (0.1574247976144155) | > loss_disc_real_2: 0.19620542228221893 (0.19156943758328757) | > loss_disc_real_3: 0.20818106830120087 (0.22561576465765634) | > loss_disc_real_4: 0.233261838555336 (0.25028546651204425) | > loss_disc_real_5: 0.23293693363666534 (0.22156446675459543) | > loss_0: 2.4357070922851562 (2.346991777420044) | > loss_gen: 2.1162776947021484 (2.186018625895182) | > loss_kl: 3.4010956287384033 (2.9819912910461426) | > loss_feat: 6.333551406860352 (6.563612620035808) | > loss_mel: 16.071577072143555 (17.71816571553548) | > loss_duration: 2.3435661792755127 (2.392253875732422) | > loss_1: 30.266069412231445 (31.842042922973633)  --> STEP: 4 | > loss_disc: 2.264645576477051 (2.3264052271842957) | > loss_disc_real_0: 0.11264939606189728 (0.08919255249202251) | > loss_disc_real_1: 0.12323340773582458 (0.14887695014476776) | > loss_disc_real_2: 0.1278626024723053 (0.175642728805542) | > loss_disc_real_3: 0.18869230151176453 (0.2163848988711834) | > loss_disc_real_4: 0.2319720834493637 (0.24570712074637413) | > loss_disc_real_5: 0.2353944331407547 (0.22502195835113525) | > loss_0: 2.264645576477051 (2.3264052271842957) | > loss_gen: 2.2172396183013916 (2.1938238739967346) | > loss_kl: 3.519879102706909 (3.1164632439613342) | > loss_feat: 8.254846572875977 (6.98642110824585) | > loss_mel: 17.747037887573242 (17.725383758544922) | > loss_duration: 2.378201484680176 (2.3887407779693604) | > loss_1: 34.11720275878906 (32.41083288192749)  --> STEP: 5 | > loss_disc: 2.6662240028381348 (2.3943689823150636) | > loss_disc_real_0: 0.2664518356323242 (0.12464440912008286) | > loss_disc_real_1: 0.1767631620168686 (0.15445419251918793) | > loss_disc_real_2: 0.23264633119106293 (0.18704344928264618) | > loss_disc_real_3: 0.21167810261249542 (0.2154435396194458) | > loss_disc_real_4: 0.2161959409713745 (0.2398048847913742) | > loss_disc_real_5: 0.2422352135181427 (0.22846460938453675) | > loss_0: 2.6662240028381348 (2.3943689823150636) | > loss_gen: 2.126544952392578 (2.1803680896759032) | > loss_kl: 2.4822466373443604 (2.9896199226379396) | > loss_feat: 5.363789081573486 (6.661894702911377) | > loss_mel: 18.977882385253906 (17.97588348388672) | > loss_duration: 2.3557281494140625 (2.382138252258301) | > loss_1: 31.306190490722656 (32.189904403686526)  --> STEP: 6 | > loss_disc: 2.419492244720459 (2.398556192715963) | > loss_disc_real_0: 0.08325454592704773 (0.11774609858791034) | > loss_disc_real_1: 0.18485777080059052 (0.15952145556608835) | > loss_disc_real_2: 0.2864198088645935 (0.2036061758796374) | > loss_disc_real_3: 0.25385627150535583 (0.22184566160043082) | > loss_disc_real_4: 0.27362775802612305 (0.24544203033049902) | > loss_disc_real_5: 0.2322644293308258 (0.22909791270891824) | > loss_0: 2.419492244720459 (2.398556192715963) | > loss_gen: 2.3485116958618164 (2.208392024040222) | > loss_kl: 2.3221116065979004 (2.878368536631266) | > loss_feat: 4.853575229644775 (6.36050812403361) | > loss_mel: 17.099992752075195 (17.829901695251465) | > loss_duration: 2.1401162147521973 (2.3418012460072837) | > loss_1: 28.764307022094727 (31.61897150675456)  --> STEP: 7 | > loss_disc: 2.212897777557373 (2.372033561979021) | > loss_disc_real_0: 0.04744567349553108 (0.10770318071757044) | > loss_disc_real_1: 0.17338848114013672 (0.16150245921952383) | > loss_disc_real_2: 0.2163635790348053 (0.2054286620446614) | > loss_disc_real_3: 0.2503189146518707 (0.22591326917920793) | > loss_disc_real_4: 0.1953802853822708 (0.23829035248075212) | > loss_disc_real_5: 0.224259614944458 (0.22840672731399536) | > loss_0: 2.212897777557373 (2.372033561979021) | > loss_gen: 2.5135223865509033 (2.2519820758274625) | > loss_kl: 4.085301876068115 (3.0507875851222446) | > loss_feat: 7.416396617889404 (6.5113493374415805) | > loss_mel: 18.196388244628906 (17.8822569165911) | > loss_duration: 2.524962902069092 (2.367967196873256) | > loss_1: 34.736572265625 (32.06434304373605)  --> STEP: 8 | > loss_disc: 2.0161304473876953 (2.3275456726551056) | > loss_disc_real_0: 0.07621493190526962 (0.10376714961603284) | > loss_disc_real_1: 0.15863585472106934 (0.16114413365721703) | > loss_disc_real_2: 0.3036307990550995 (0.21770392917096615) | > loss_disc_real_3: 0.17357556521892548 (0.21937105618417263) | > loss_disc_real_4: 0.20395955443382263 (0.23399900272488594) | > loss_disc_real_5: 0.17949281632900238 (0.22229248844087124) | > loss_0: 2.0161304473876953 (2.3275456726551056) | > loss_gen: 2.719026565551758 (2.3103626370429993) | > loss_kl: 2.799900531768799 (3.019426703453064) | > loss_feat: 9.407340049743652 (6.87334817647934) | > loss_mel: 20.86587142944336 (18.255208730697632) | > loss_duration: 2.2256288528442383 (2.350174903869629) | > loss_1: 38.017765045166016 (32.808520793914795)  --> STEP: 9 | > loss_disc: 2.518082857131958 (2.348716470930311) | > loss_disc_real_0: 0.18527260422706604 (0.11282331123948097) | > loss_disc_real_1: 0.15740881860256195 (0.16072909865114424) | > loss_disc_real_2: 0.24956610798835754 (0.22124417126178741) | > loss_disc_real_3: 0.23098187148571014 (0.22066114677323234) | > loss_disc_real_4: 0.21566112339496613 (0.23196146057711708) | > loss_disc_real_5: 0.1926104724407196 (0.2189944866630766) | > loss_0: 2.518082857131958 (2.348716470930311) | > loss_gen: 2.1134259700775146 (2.2884807851579456) | > loss_kl: 2.328765392303467 (2.9426865577697754) | > loss_feat: 9.933680534362793 (7.213385105133057) | > loss_mel: 19.03549575805664 (18.341907289293076) | > loss_duration: 2.182028293609619 (2.3314919471740723) | > loss_1: 35.5933952331543 (33.11795128716363)  --> STEP: 10 | > loss_disc: 2.430269241333008 (2.356871747970581) | > loss_disc_real_0: 0.15018749237060547 (0.11655972935259343) | > loss_disc_real_1: 0.17413358390331268 (0.16206954717636107) | > loss_disc_real_2: 0.2365817129611969 (0.22277792543172836) | > loss_disc_real_3: 0.20967578887939453 (0.21956261098384858) | > loss_disc_real_4: 0.1966724693775177 (0.22843256145715712) | > loss_disc_real_5: 0.24838046729564667 (0.2219330847263336) | > loss_0: 2.430269241333008 (2.356871747970581) | > loss_gen: 2.0753400325775146 (2.2671667098999024) | > loss_kl: 2.843285322189331 (2.932746434211731) | > loss_feat: 5.098415851593018 (7.001888179779053) | > loss_mel: 15.106789588928223 (18.018395519256593) | > loss_duration: 2.2380480766296387 (2.322147560119629) | > loss_1: 27.361879348754883 (32.542344093322754)  --> STEP: 11 | > loss_disc: 2.4206902980804443 (2.362673434344205) | > loss_disc_real_0: 0.1437479853630066 (0.11903138898990372) | > loss_disc_real_1: 0.1449757069349289 (0.16051556169986725) | > loss_disc_real_2: 0.24975751340389252 (0.22523061524737964) | > loss_disc_real_3: 0.2215227633714676 (0.2197408066554503) | > loss_disc_real_4: 0.30827513337135315 (0.2356909770857204) | > loss_disc_real_5: 0.23911996185779572 (0.22349552810192108) | > loss_0: 2.4206902980804443 (2.362673434344205) | > loss_gen: 2.5989456176757812 (2.2973284287886186) | > loss_kl: 2.951624870300293 (2.9344626556743276) | > loss_feat: 7.920739650726318 (7.08542013168335) | > loss_mel: 17.48727035522461 (17.970111413435504) | > loss_duration: 2.413039445877075 (2.330410458824851) | > loss_1: 33.371620178222656 (32.617732828313656)  --> STEP: 12 | > loss_disc: 2.5407564640045166 (2.3775136868158975) | > loss_disc_real_0: 0.20142945647239685 (0.1258978946134448) | > loss_disc_real_1: 0.20815670490264893 (0.16448565696676573) | > loss_disc_real_2: 0.22293159365653992 (0.22503903011480966) | > loss_disc_real_3: 0.25449568033218384 (0.22263704612851143) | > loss_disc_real_4: 0.2704724371433258 (0.23858943209052086) | > loss_disc_real_5: 0.2639099657535553 (0.22686339790622392) | > loss_0: 2.5407564640045166 (2.3775136868158975) | > loss_gen: 2.426487922668457 (2.308091719945272) | > loss_kl: 2.7377169132232666 (2.9180671771367392) | > loss_feat: 6.053539752960205 (6.999430100123088) | > loss_mel: 17.611913681030273 (17.940261602401733) | > loss_duration: 2.3171565532684326 (2.3293059666951494) | > loss_1: 31.146814346313477 (32.49515628814697)  --> STEP: 13 | > loss_disc: 2.485999584197998 (2.38585875584529) | > loss_disc_real_0: 0.18217997252941132 (0.13022728522236532) | > loss_disc_real_1: 0.21513032913208008 (0.1683814009794822) | > loss_disc_real_2: 0.21847198903560638 (0.2245338731087171) | > loss_disc_real_3: 0.28221479058265686 (0.22721994954806107) | > loss_disc_real_4: 0.25594329833984375 (0.2399243448789303) | > loss_disc_real_5: 0.22723537683486938 (0.2268920116699659) | > loss_0: 2.485999584197998 (2.38585875584529) | > loss_gen: 2.258072853088379 (2.304244114802434) | > loss_kl: 2.6481363773345947 (2.897303269459651) | > loss_feat: 4.357811450958252 (6.796228665571946) | > loss_mel: 14.919594764709473 (17.707902614886944) | > loss_duration: 2.2472662925720215 (2.3229952225318318) | > loss_1: 26.430883407592773 (32.02867375887357)  --> STEP: 14 | > loss_disc: 2.249418258666992 (2.37611300604684) | > loss_disc_real_0: 0.12173503637313843 (0.12962069601884912) | > loss_disc_real_1: 0.12675878405570984 (0.16540835691349848) | > loss_disc_real_2: 0.14129380881786346 (0.218588154230799) | > loss_disc_real_3: 0.2321876585483551 (0.22757478590522492) | > loss_disc_real_4: 0.2813914716243744 (0.2428862825036049) | > loss_disc_real_5: 0.267470121383667 (0.2297904480780874) | > loss_0: 2.249418258666992 (2.37611300604684) | > loss_gen: 2.4093706607818604 (2.3117531538009644) | > loss_kl: 3.4598944187164307 (2.9374883515494212) | > loss_feat: 6.747485637664795 (6.7927470207214355) | > loss_mel: 18.373685836791992 (17.75545855930873) | > loss_duration: 2.4683055877685547 (2.3333745343344545) | > loss_1: 33.458740234375 (32.13082136426653)  --> STEP: 15 | > loss_disc: 2.455566167831421 (2.3814098834991455) | > loss_disc_real_0: 0.15907031297683716 (0.13158400381604834) | > loss_disc_real_1: 0.15090204775333405 (0.16444126963615419) | > loss_disc_real_2: 0.2271980494260788 (0.21916214724381763) | > loss_disc_real_3: 0.22844906151294708 (0.22763307094573976) | > loss_disc_real_4: 0.2850801348686218 (0.245699205994606) | > loss_disc_real_5: 0.2702685296535492 (0.23248898684978486) | > loss_0: 2.455566167831421 (2.3814098834991455) | > loss_gen: 2.3338215351104736 (2.3132243792215985) | > loss_kl: 3.093867301940918 (2.9479136149088543) | > loss_feat: 6.884180068969727 (6.798842557271322) | > loss_mel: 17.940324783325195 (17.767782974243165) | > loss_duration: 2.393996000289917 (2.337415965398152) | > loss_1: 32.64619064331055 (32.1651793162028)  --> STEP: 16 | > loss_disc: 2.581987142562866 (2.393945962190628) | > loss_disc_real_0: 0.15979883074760437 (0.1333474304992706) | > loss_disc_real_1: 0.23564718663692474 (0.16889163944870234) | > loss_disc_real_2: 0.2440004050731659 (0.2207145383581519) | > loss_disc_real_3: 0.24922369420528412 (0.22898248489946127) | > loss_disc_real_4: 0.28462696075439453 (0.2481321906670928) | > loss_disc_real_5: 0.22772590816020966 (0.2321912944316864) | > loss_0: 2.581987142562866 (2.393945962190628) | > loss_gen: 2.2306175231933594 (2.3080614507198334) | > loss_kl: 2.893418788909912 (2.9445076882839203) | > loss_feat: 6.0479960441589355 (6.7519146502017975) | > loss_mel: 14.066473960876465 (17.536451160907745) | > loss_duration: 2.3744726181030273 (2.339732006192207) | > loss_1: 27.612979888916016 (31.88066685199738)  --> STEP: 17 | > loss_disc: 2.7535269260406494 (2.4150977835935703) | > loss_disc_real_0: 0.16925857961177826 (0.13545985103530048) | > loss_disc_real_1: 0.16798998415470123 (0.1688386009019964) | > loss_disc_real_2: 0.2571418583393097 (0.22285732188645532) | > loss_disc_real_3: 0.2944171130657196 (0.23283158067394705) | > loss_disc_real_4: 0.320561021566391 (0.2523927101317574) | > loss_disc_real_5: 0.3989203870296478 (0.24199888811391942) | > loss_0: 2.7535269260406494 (2.4150977835935703) | > loss_gen: 2.3007490634918213 (2.3076313102946564) | > loss_kl: 2.2959632873535156 (2.9063580176409554) | > loss_feat: 5.194036960601807 (6.6602747861076805) | > loss_mel: 18.54569435119629 (17.595818407395306) | > loss_duration: 2.378734588623047 (2.3420262757469623) | > loss_1: 30.715177536010742 (31.812108656939337)  --> STEP: 18 | > loss_disc: 2.621819496154785 (2.4265823231803045) | > loss_disc_real_0: 0.09332945942878723 (0.1331192737238275) | > loss_disc_real_1: 0.09585769474506378 (0.16478410611550012) | > loss_disc_real_2: 0.21788522601127625 (0.22258109433783424) | > loss_disc_real_3: 0.16850687563419342 (0.2292579859495163) | > loss_disc_real_4: 0.23959310352802277 (0.2516816208759944) | > loss_disc_real_5: 0.20689234137535095 (0.24004852440622118) | > loss_0: 2.621819496154785 (2.4265823231803045) | > loss_gen: 1.7124468088150024 (2.2745655046568976) | > loss_kl: 2.3026766777038574 (2.872820165422228) | > loss_feat: 9.712027549743652 (6.829816606309679) | > loss_mel: 19.153261184692383 (17.682343006134033) | > loss_duration: 2.2297863960266113 (2.3357907268736096) | > loss_1: 35.110198974609375 (31.995335896809895)  --> STEP: 19 | > loss_disc: 2.687547206878662 (2.4403173170591654) | > loss_disc_real_0: 0.22867676615715027 (0.1381486154308445) | > loss_disc_real_1: 0.16916322708129883 (0.16501458616633163) | > loss_disc_real_2: 0.25468355417251587 (0.22427069748702802) | > loss_disc_real_3: 0.23740527033805847 (0.22968679039101852) | > loss_disc_real_4: 0.24529576301574707 (0.2513455230938761) | > loss_disc_real_5: 0.29110831022262573 (0.242735881554453) | > loss_0: 2.687547206878662 (2.4403173170591654) | > loss_gen: 2.043736457824707 (2.2624166074552035) | > loss_kl: 2.380598783493042 (2.846913776899639) | > loss_feat: 5.613528728485107 (6.765801454845228) | > loss_mel: 15.822050094604492 (17.584432852895635) | > loss_duration: 2.3649001121520996 (2.337322799783004) | > loss_1: 28.22481346130371 (31.796887347572728)  --> STEP: 20 | > loss_disc: 2.086432695388794 (2.422623085975647) | > loss_disc_real_0: 0.059902578592300415 (0.1342363135889173) | > loss_disc_real_1: 0.1354663074016571 (0.1635371722280979) | > loss_disc_real_2: 0.22322197258472443 (0.22421826124191285) | > loss_disc_real_3: 0.2188945859670639 (0.22914718016982077) | > loss_disc_real_4: 0.20389074087142944 (0.24897278398275374) | > loss_disc_real_5: 0.19005225598812103 (0.2401017002761364) | > loss_0: 2.086432695388794 (2.422623085975647) | > loss_gen: 2.5138003826141357 (2.27498579621315) | > loss_kl: 2.162168264389038 (2.812676501274109) | > loss_feat: 8.055983543395996 (6.830310559272766) | > loss_mel: 19.814653396606445 (17.695943880081174) | > loss_duration: 2.334484100341797 (2.337180864810944) | > loss_1: 34.8810920715332 (31.951097583770753)  --> STEP: 21 | > loss_disc: 2.5280964374542236 (2.4276456265222457) | > loss_disc_real_0: 0.1685623675584793 (0.13587088758746788) | > loss_disc_real_1: 0.20025020837783813 (0.16528541204475222) | > loss_disc_real_2: 0.2137030065059662 (0.2237175348259154) | > loss_disc_real_3: 0.2368348389863968 (0.2295132591610863) | > loss_disc_real_4: 0.27219098806381226 (0.25007841274851844) | > loss_disc_real_5: 0.23583070933818817 (0.23989831975528172) | > loss_0: 2.5280964374542236 (2.4276456265222457) | > loss_gen: 2.098217487335205 (2.2665682576951527) | > loss_kl: 2.1023972034454346 (2.7788536775679815) | > loss_feat: 4.721766948699951 (6.729903720674061) | > loss_mel: 13.421257972717285 (17.49238740830194) | > loss_duration: 2.156132459640503 (2.3285595121837797) | > loss_1: 24.499771118164062 (31.596272513979958)  --> STEP: 22 | > loss_disc: 2.440239191055298 (2.428218061273748) | > loss_disc_real_0: 0.10060727596282959 (0.1342679961499843) | > loss_disc_real_1: 0.1501210629940033 (0.16459612345153635) | > loss_disc_real_2: 0.25483447313308716 (0.225131941112605) | > loss_disc_real_3: 0.24740399420261383 (0.23032647439024664) | > loss_disc_real_4: 0.2807144522666931 (0.25147095999934455) | > loss_disc_real_5: 0.2133147120475769 (0.23868997395038605) | > loss_0: 2.440239191055298 (2.428218061273748) | > loss_gen: 2.1832549571990967 (2.2627812894907864) | > loss_kl: 2.026003837585449 (2.7446332302960483) | > loss_feat: 6.515773296356201 (6.720170519568703) | > loss_mel: 19.39687728881836 (17.578955130143598) | > loss_duration: 2.1498513221740723 (2.320436412637884) | > loss_1: 32.271759033203125 (31.626976446671918)  --> STEP: 23 | > loss_disc: 2.419266700744629 (2.427828871685526) | > loss_disc_real_0: 0.19569841027259827 (0.13693888372053276) | > loss_disc_real_1: 0.24270303547382355 (0.16799207614815753) | > loss_disc_real_2: 0.21175988018512726 (0.22455054715923642) | > loss_disc_real_3: 0.30939650535583496 (0.2337643018235331) | > loss_disc_real_4: 0.223645880818367 (0.25026117394799774) | > loss_disc_real_5: 0.2766689658164978 (0.24034123446630395) | > loss_0: 2.419266700744629 (2.427828871685526) | > loss_gen: 2.4772722721099854 (2.2721069843872734) | > loss_kl: 2.5933384895324707 (2.738055198088936) | > loss_feat: 5.254105567932129 (6.656428565149722) | > loss_mel: 17.185598373413086 (17.561852662459664) | > loss_duration: 2.2904396057128906 (2.319132203641145) | > loss_1: 29.80075454711914 (31.54757549451745)  --> STEP: 24 | > loss_disc: 2.573617935180664 (2.4339034159978232) | > loss_disc_real_0: 0.15854844450950623 (0.13783928208673998) | > loss_disc_real_1: 0.1370890587568283 (0.1667044504235188) | > loss_disc_real_2: 0.30703771114349365 (0.22798751232524714) | > loss_disc_real_3: 0.19353140890598297 (0.23208793128530184) | > loss_disc_real_4: 0.18875157833099365 (0.2476982741306226) | > loss_disc_real_5: 0.17524991929531097 (0.23762909633417925) | > loss_0: 2.573617935180664 (2.4339034159978232) | > loss_gen: 2.037113904953003 (2.2623156060775123) | > loss_kl: 2.1860175132751465 (2.7150536278883615) | > loss_feat: 7.842580318450928 (6.7058515548706055) | > loss_mel: 17.798978805541992 (17.57173291842143) | > loss_duration: 2.354569673538208 (2.320608764886856) | > loss_1: 32.21925735473633 (31.575562238693237)  --> STEP: 25 | > loss_disc: 2.5388221740722656 (2.4381001663208006) | > loss_disc_real_0: 0.2435276210308075 (0.1420668156445027) | > loss_disc_real_1: 0.2404875010251999 (0.16965577244758606) | > loss_disc_real_2: 0.2481481283903122 (0.22879393696784972) | > loss_disc_real_3: 0.23650270700454712 (0.23226452231407166) | > loss_disc_real_4: 0.21592457592487335 (0.2464273262023926) | > loss_disc_real_5: 0.23054733872413635 (0.23734582602977752) | > loss_0: 2.5388221740722656 (2.4381001663208006) | > loss_gen: 2.2065324783325195 (2.260084280967712) | > loss_kl: 2.5499215126037598 (2.7084483432769777) | > loss_feat: 3.3343851566314697 (6.57099289894104) | > loss_mel: 13.758955955505371 (17.419221839904786) | > loss_duration: 2.320647716522217 (2.3206103229522705) | > loss_1: 24.17044448852539 (31.279357528686525)  --> STEP: 26 | > loss_disc: 2.664644241333008 (2.4468133999751163) | > loss_disc_real_0: 0.04738759621977806 (0.13842530720509022) | > loss_disc_real_1: 0.17890404164791107 (0.17001147510913703) | > loss_disc_real_2: 0.2405339479446411 (0.22924547585157248) | > loss_disc_real_3: 0.2669137120246887 (0.2335971834567877) | > loss_disc_real_4: 0.251672625541687 (0.24662906848467317) | > loss_disc_real_5: 0.24755628407001495 (0.23773853595440203) | > loss_0: 2.664644241333008 (2.4468133999751163) | > loss_gen: 1.7016009092330933 (2.238604151285611) | > loss_kl: 2.5644948482513428 (2.702911670391376) | > loss_feat: 3.8373208045959473 (6.465851664543152) | > loss_mel: 12.138805389404297 (17.21612889950092) | > loss_duration: 2.288774013519287 (2.3193858495125403) | > loss_1: 22.530996322631836 (30.94288209768442) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023846993079552283 (+0.0001039688403789811) | > avg_loss_disc: 2.4468133999751163 (+0.0498465849803047) | > avg_loss_disc_real_0: 0.13842530720509022 (-0.041941467672586386) | > avg_loss_disc_real_1: 0.17001147510913703 (-0.062044782707324386) | > avg_loss_disc_real_2: 0.22924547585157248 (-0.03522523148701742) | > avg_loss_disc_real_3: 0.2335971834567877 (-0.016965679824352264) | > avg_loss_disc_real_4: 0.24662906848467317 (+0.027506557508156892) | > avg_loss_disc_real_5: 0.23773853595440203 (-0.01646846590133816) | > avg_loss_0: 2.4468133999751163 (+0.0498465849803047) | > avg_loss_gen: 2.238604151285611 (-0.4575973198964052) | > avg_loss_kl: 2.702911670391376 (-0.21721339225769043) | > avg_loss_feat: 6.465851664543152 (-0.7209981496517477) | > avg_loss_mel: 17.21612889950092 (-0.45766001481276675) | > avg_loss_duration: 2.3193858495125403 (-0.012646198272705078) | > avg_loss_1: 30.94288209768442 (-1.866115129910984)  > EPOCH: 548/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:18:28)   --> TIME: 2024-06-11 15:18:33 -- STEP: 9/330 -- GLOBAL_STEP: 268850 | > loss_disc: 2.393080711364746 (2.3702073097229004) | > loss_disc_real_0: 0.11444118618965149 (0.10446726034084956) | > loss_disc_real_1: 0.19050920009613037 (0.19839904208978018) | > loss_disc_real_2: 0.24137765169143677 (0.21851280166043174) | > loss_disc_real_3: 0.2634051740169525 (0.2409270339541965) | > loss_disc_real_4: 0.2202000617980957 (0.23359828193982443) | > loss_disc_real_5: 0.22532282769680023 (0.23342753615644243) | > loss_0: 2.393080711364746 (2.3702073097229004) | > grad_norm_0: tensor(9.2890, device='cuda:0') (tensor(8.6279, device='cuda:0')) | > loss_gen: 2.5012998580932617 (2.47873764567905) | > loss_kl: 1.952226996421814 (1.9126726918750339) | > loss_feat: 6.552957534790039 (6.808417373233372) | > loss_mel: 18.475473403930664 (18.19779184129503) | > loss_duration: 2.0769946575164795 (2.1494236257341175) | > loss_1: 31.558950424194336 (31.54704221089681) | > grad_norm_1: tensor(55.7362, device='cuda:0') (tensor(95.2759, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3504 (0.3603811528947618) | > loader_time: 0.0029 (0.0030273331536187064)  --> TIME: 2024-06-11 15:18:42 -- STEP: 34/330 -- GLOBAL_STEP: 268875 | > loss_disc: 2.375717878341675 (2.3280479697620167) | > loss_disc_real_0: 0.12603895366191864 (0.10682160275823929) | > loss_disc_real_1: 0.23569375276565552 (0.1976999101393363) | > loss_disc_real_2: 0.2170528769493103 (0.2118233801687465) | > loss_disc_real_3: 0.22009776532649994 (0.2249985100591884) | > loss_disc_real_4: 0.23159238696098328 (0.22539939205436146) | > loss_disc_real_5: 0.21821202337741852 (0.22092372179031372) | > loss_0: 2.375717878341675 (2.3280479697620167) | > grad_norm_0: tensor(20.0395, device='cuda:0') (tensor(11.8756, device='cuda:0')) | > loss_gen: 2.599695920944214 (2.5012956787558163) | > loss_kl: 1.9435577392578125 (1.8952624657574821) | > loss_feat: 7.361578464508057 (6.999460192287669) | > loss_mel: 17.193700790405273 (17.970002006081973) | > loss_duration: 2.0374741554260254 (2.0433156034525704) | > loss_1: 31.136005401611328 (31.409335809595444) | > grad_norm_1: tensor(211.6824, device='cuda:0') (tensor(131.8261, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3439 (0.3546041530721328) | > loader_time: 0.0032 (0.003181604778065401)  --> TIME: 2024-06-11 15:18:51 -- STEP: 59/330 -- GLOBAL_STEP: 268900 | > loss_disc: 2.3144986629486084 (2.355871802669462) | > loss_disc_real_0: 0.10980680584907532 (0.11013162262358908) | > loss_disc_real_1: 0.1707628220319748 (0.19959432366540877) | > loss_disc_real_2: 0.25310108065605164 (0.2141855131771605) | > loss_disc_real_3: 0.2162231206893921 (0.22790004919141027) | > loss_disc_real_4: 0.23771068453788757 (0.22824039070282953) | > loss_disc_real_5: 0.21746455132961273 (0.21928067151772773) | > loss_0: 2.3144986629486084 (2.355871802669462) | > grad_norm_0: tensor(20.9107, device='cuda:0') (tensor(14.7845, device='cuda:0')) | > loss_gen: 2.6507949829101562 (2.4908143948700467) | > loss_kl: 1.906111240386963 (1.89830643443738) | > loss_feat: 7.106570720672607 (6.9520207097974875) | > loss_mel: 17.194337844848633 (17.830071433115805) | > loss_duration: 1.9732695817947388 (2.0208481105707463) | > loss_1: 30.831085205078125 (31.19206105248403) | > grad_norm_1: tensor(300.8056, device='cuda:0') (tensor(167.5806, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3718 (0.35772802870152354) | > loader_time: 0.0038 (0.003341606107808776)  --> TIME: 2024-06-11 15:19:00 -- STEP: 84/330 -- GLOBAL_STEP: 268925 | > loss_disc: 2.37038516998291 (2.3478125021571223) | > loss_disc_real_0: 0.08615557849407196 (0.11106638122527372) | > loss_disc_real_1: 0.21258944272994995 (0.19804214650676363) | > loss_disc_real_2: 0.2258213758468628 (0.21305642791447185) | > loss_disc_real_3: 0.2106921374797821 (0.22795177446234793) | > loss_disc_real_4: 0.21895262598991394 (0.22925674986271632) | > loss_disc_real_5: 0.2403779923915863 (0.2197472288140229) | > loss_0: 2.37038516998291 (2.3478125021571223) | > grad_norm_0: tensor(7.1783, device='cuda:0') (tensor(17.0318, device='cuda:0')) | > loss_gen: 2.515970230102539 (2.502367275101798) | > loss_kl: 2.1152050495147705 (1.9113704576378776) | > loss_feat: 6.887714385986328 (7.022955599285307) | > loss_mel: 18.10877227783203 (17.797255924769804) | > loss_duration: 2.0704944133758545 (2.0117442650454405) | > loss_1: 31.69815444946289 (31.245693524678547) | > grad_norm_1: tensor(232.2062, device='cuda:0') (tensor(198.9956, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3571 (0.3595514269102186) | > loader_time: 0.0036 (0.0034694643247695197)  --> TIME: 2024-06-11 15:19:10 -- STEP: 109/330 -- GLOBAL_STEP: 268950 | > loss_disc: 2.390627145767212 (2.3516072658223863) | > loss_disc_real_0: 0.07606049627065659 (0.11247866983534) | > loss_disc_real_1: 0.2647798955440521 (0.19915069872086202) | > loss_disc_real_2: 0.16736473143100739 (0.21206540088041112) | > loss_disc_real_3: 0.22607934474945068 (0.22886301125955144) | > loss_disc_real_4: 0.2417536824941635 (0.22906214873725123) | > loss_disc_real_5: 0.2513548731803894 (0.21945494071606103) | > loss_0: 2.390627145767212 (2.3516072658223863) | > grad_norm_0: tensor(12.6756, device='cuda:0') (tensor(18.5095, device='cuda:0')) | > loss_gen: 2.452714204788208 (2.5027068908061447) | > loss_kl: 1.904652714729309 (1.926358483253269) | > loss_feat: 7.363803863525391 (7.022094350342357) | > loss_mel: 17.851253509521484 (17.73404789845877) | > loss_duration: 1.9600751399993896 (2.0117281883134774) | > loss_1: 31.532499313354492 (31.196935793675415) | > grad_norm_1: tensor(296.8619, device='cuda:0') (tensor(216.4396, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3563 (0.3620090987704214) | > loader_time: 0.0043 (0.003554468854851679)  --> TIME: 2024-06-11 15:19:19 -- STEP: 134/330 -- GLOBAL_STEP: 268975 | > loss_disc: 2.294539213180542 (2.354281582049471) | > loss_disc_real_0: 0.10562855005264282 (0.11344074469004105) | > loss_disc_real_1: 0.248880997300148 (0.19874275642544476) | > loss_disc_real_2: 0.2022172212600708 (0.2124146553340243) | > loss_disc_real_3: 0.2297915369272232 (0.22930964304884868) | > loss_disc_real_4: 0.2169255167245865 (0.22810456034407686) | > loss_disc_real_5: 0.19123652577400208 (0.21857151400242278) | > loss_0: 2.294539213180542 (2.354281582049471) | > grad_norm_0: tensor(33.6089, device='cuda:0') (tensor(19.6309, device='cuda:0')) | > loss_gen: 2.5952775478363037 (2.4998693750865417) | > loss_kl: 1.9884780645370483 (1.9341788941354894) | > loss_feat: 8.296629905700684 (7.04058500546128) | > loss_mel: 18.056249618530273 (17.769109569378745) | > loss_duration: 2.02146577835083 (2.0146459803652426) | > loss_1: 32.95810317993164 (31.25838886090179) | > grad_norm_1: tensor(416.8185, device='cuda:0') (tensor(227.7803, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3799 (0.36450845803787446) | > loader_time: 0.0038 (0.003662308650230294)  --> TIME: 2024-06-11 15:19:29 -- STEP: 159/330 -- GLOBAL_STEP: 269000 | > loss_disc: 2.1375699043273926 (2.3528169655949838) | > loss_disc_real_0: 0.10019854456186295 (0.11408953471753584) | > loss_disc_real_1: 0.17276467382907867 (0.19800482652847123) | > loss_disc_real_2: 0.21071352064609528 (0.21128375556483958) | > loss_disc_real_3: 0.228332057595253 (0.22994415040286081) | > loss_disc_real_4: 0.19722440838813782 (0.22914248076999713) | > loss_disc_real_5: 0.19584229588508606 (0.22008418418326467) | > loss_0: 2.1375699043273926 (2.3528169655949838) | > grad_norm_0: tensor(17.4434, device='cuda:0') (tensor(22.7008, device='cuda:0')) | > loss_gen: 2.746403455734253 (2.512219565469513) | > loss_kl: 1.9909940958023071 (1.9425032183809101) | > loss_feat: 7.591432094573975 (7.040674362542494) | > loss_mel: 17.057613372802734 (17.751001825872454) | > loss_duration: 2.0237345695495605 (2.0175367781201254) | > loss_1: 31.41017723083496 (31.26393577287782) | > grad_norm_1: tensor(361.4497, device='cuda:0') (tensor(249.6485, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3781 (0.3665830024383353) | > loader_time: 0.0043 (0.0037438554583855395) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_269000.pth  --> TIME: 2024-06-11 15:19:45 -- STEP: 184/330 -- GLOBAL_STEP: 269025 | > loss_disc: 2.567075252532959 (2.3545369052368685) | > loss_disc_real_0: 0.24707242846488953 (0.11350887203994006) | > loss_disc_real_1: 0.23175576329231262 (0.19822336368910645) | > loss_disc_real_2: 0.2504420876502991 (0.21170088584008423) | > loss_disc_real_3: 0.2821280062198639 (0.22932161892885747) | > loss_disc_real_4: 0.2770228981971741 (0.2288766418300245) | > loss_disc_real_5: 0.25504523515701294 (0.22045863711315652) | > loss_0: 2.567075252532959 (2.3545369052368685) | > grad_norm_0: tensor(69.1264, device='cuda:0') (tensor(23.4311, device='cuda:0')) | > loss_gen: 2.6551644802093506 (2.519227590249931) | > loss_kl: 1.9145370721817017 (1.9542330231355585) | > loss_feat: 6.246774196624756 (7.06170807454897) | > loss_mel: 17.062925338745117 (17.73129462159198) | > loss_duration: 2.067169666290283 (2.0245999182048062) | > loss_1: 29.946569442749023 (31.291063215421595) | > grad_norm_1: tensor(97.7153, device='cuda:0') (tensor(265.1852, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.3892 (0.370533032261807) | > loader_time: 0.0047 (0.0039019895636517067)  --> TIME: 2024-06-11 15:19:55 -- STEP: 209/330 -- GLOBAL_STEP: 269050 | > loss_disc: 2.296705722808838 (2.3542819251284093) | > loss_disc_real_0: 0.12428060173988342 (0.11563477955722924) | > loss_disc_real_1: 0.17308586835861206 (0.19846299041116067) | > loss_disc_real_2: 0.2422688901424408 (0.21254931361766524) | > loss_disc_real_3: 0.22792038321495056 (0.2290658477390782) | > loss_disc_real_4: 0.20086432993412018 (0.22737878710744483) | > loss_disc_real_5: 0.21454326808452606 (0.21994780175138318) | > loss_0: 2.296705722808838 (2.3542819251284093) | > grad_norm_0: tensor(16.5941, device='cuda:0') (tensor(27.1833, device='cuda:0')) | > loss_gen: 2.798322916030884 (2.5227449385172993) | > loss_kl: 2.013363838195801 (1.9586191297147832) | > loss_feat: 7.503171443939209 (7.084747540323358) | > loss_mel: 17.2968692779541 (17.69403447602925) | > loss_duration: 2.1067986488342285 (2.0321807912662284) | > loss_1: 31.718524932861328 (31.292326822235253) | > grad_norm_1: tensor(616.7921, device='cuda:0') (tensor(290.0141, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.4061 (0.372654538405569) | > loader_time: 0.005 (0.004028827950144497)  --> TIME: 2024-06-11 15:20:05 -- STEP: 234/330 -- GLOBAL_STEP: 269075 | > loss_disc: 2.3294432163238525 (2.355010778476032) | > loss_disc_real_0: 0.06947716325521469 (0.11644543801299019) | > loss_disc_real_1: 0.20272032916545868 (0.19846764073157921) | > loss_disc_real_2: 0.20524537563323975 (0.2123897928967435) | > loss_disc_real_3: 0.221197247505188 (0.22888194896981248) | > loss_disc_real_4: 0.26225048303604126 (0.2281178011216669) | > loss_disc_real_5: 0.24085110425949097 (0.2203429636155438) | > loss_0: 2.3294432163238525 (2.355010778476032) | > grad_norm_0: tensor(40.5698, device='cuda:0') (tensor(29.1098, device='cuda:0')) | > loss_gen: 2.4729137420654297 (2.5185964321478798) | > loss_kl: 2.040776491165161 (1.9665096998214722) | > loss_feat: 6.148739814758301 (7.075676640893659) | > loss_mel: 16.979717254638672 (17.65351183801636) | > loss_duration: 2.099449634552002 (2.04095285315799) | > loss_1: 29.741596221923828 (31.255247393224995) | > grad_norm_1: tensor(487.5392, device='cuda:0') (tensor(303.2555, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.4097 (0.3762587981346326) | > loader_time: 0.005 (0.004172429060324644)  --> TIME: 2024-06-11 15:20:16 -- STEP: 259/330 -- GLOBAL_STEP: 269100 | > loss_disc: 2.384587049484253 (2.356012055312346) | > loss_disc_real_0: 0.11441617459058762 (0.11712253989802826) | > loss_disc_real_1: 0.23334909975528717 (0.19858752495993978) | > loss_disc_real_2: 0.2267463207244873 (0.2122007382882608) | > loss_disc_real_3: 0.23433835804462433 (0.22915229615557609) | > loss_disc_real_4: 0.23498471081256866 (0.22848688008472265) | > loss_disc_real_5: 0.23046953976154327 (0.22109688231613644) | > loss_0: 2.384587049484253 (2.356012055312346) | > grad_norm_0: tensor(28.2074, device='cuda:0') (tensor(28.8844, device='cuda:0')) | > loss_gen: 2.450216054916382 (2.513080230550875) | > loss_kl: 1.94405198097229 (1.970644144017724) | > loss_feat: 6.856735706329346 (7.070364429223491) | > loss_mel: 17.42498207092285 (17.608713831220363) | > loss_duration: 2.1450235843658447 (2.0484902292605076) | > loss_1: 30.821008682250977 (31.211292774981054) | > grad_norm_1: tensor(303.4198, device='cuda:0') (tensor(304.0003, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.411 (0.3799053076151255) | > loader_time: 0.0065 (0.0043193640395941405)  --> TIME: 2024-06-11 15:20:27 -- STEP: 284/330 -- GLOBAL_STEP: 269125 | > loss_disc: 2.3962466716766357 (2.3577672310278466) | > loss_disc_real_0: 0.13379321992397308 (0.11809846660463323) | > loss_disc_real_1: 0.24490904808044434 (0.19840673530395603) | > loss_disc_real_2: 0.24153567850589752 (0.2124452156500078) | > loss_disc_real_3: 0.22294428944587708 (0.22889005639393564) | > loss_disc_real_4: 0.23072506487369537 (0.22860714735489496) | > loss_disc_real_5: 0.23243047297000885 (0.2212937977952017) | > loss_0: 2.3962466716766357 (2.3577672310278466) | > grad_norm_0: tensor(37.6490, device='cuda:0') (tensor(28.6946, device='cuda:0')) | > loss_gen: 2.387570381164551 (2.506235486185045) | > loss_kl: 1.990254521369934 (1.97407708663336) | > loss_feat: 6.684231281280518 (7.067966686168187) | > loss_mel: 17.24482536315918 (17.565980420985706) | > loss_duration: 2.1618993282318115 (2.0576421639449167) | > loss_1: 30.468780517578125 (31.171901763325007) | > grad_norm_1: tensor(126.2156, device='cuda:0') (tensor(303.7570, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.4544 (0.3860697351710896) | > loader_time: 0.0061 (0.004500755122010134)  --> TIME: 2024-06-11 15:20:40 -- STEP: 309/330 -- GLOBAL_STEP: 269150 | > loss_disc: 2.462449550628662 (2.363752799512501) | > loss_disc_real_0: 0.21574696898460388 (0.11928567918421382) | > loss_disc_real_1: 0.24091579020023346 (0.19904394828771696) | > loss_disc_real_2: 0.21435999870300293 (0.21283748471042485) | > loss_disc_real_3: 0.24810431897640228 (0.2295550449380597) | > loss_disc_real_4: 0.25069183111190796 (0.22917939978124255) | > loss_disc_real_5: 0.23971155285835266 (0.22177948785831242) | > loss_0: 2.462449550628662 (2.363752799512501) | > grad_norm_0: tensor(102.5573, device='cuda:0') (tensor(30.3164, device='cuda:0')) | > loss_gen: 2.5041584968566895 (2.5021307144350193) | > loss_kl: 2.0048563480377197 (1.9752810907981158) | > loss_feat: 6.664775848388672 (7.065004577142907) | > loss_mel: 16.53704261779785 (17.530332102358937) | > loss_duration: 2.2480573654174805 (2.069110490357606) | > loss_1: 29.95888900756836 (31.14185886938595) | > grad_norm_1: tensor(599.3580, device='cuda:0') (tensor(316.3992, device='cuda:0')) | > current_lr_0: 0.00018675789239512602 | > current_lr_1: 0.00018675789239512602 | > step_time: 0.5058 (0.39417354728797477) | > loader_time: 0.0075 (0.0047222580338758926)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.31906795501709 (2.31906795501709) | > loss_disc_real_0: 0.22198008000850677 (0.22198008000850677) | > loss_disc_real_1: 0.25415128469467163 (0.25415128469467163) | > loss_disc_real_2: 0.26671475172042847 (0.26671475172042847) | > loss_disc_real_3: 0.22307245433330536 (0.22307245433330536) | > loss_disc_real_4: 0.2064439356327057 (0.2064439356327057) | > loss_disc_real_5: 0.2492387592792511 (0.2492387592792511) | > loss_0: 2.31906795501709 (2.31906795501709) | > loss_gen: 2.8717849254608154 (2.8717849254608154) | > loss_kl: 2.6933579444885254 (2.6933579444885254) | > loss_feat: 8.926887512207031 (8.926887512207031) | > loss_mel: 18.43453598022461 (18.43453598022461) | > loss_duration: 3.053953170776367 (3.053953170776367) | > loss_1: 35.98052215576172 (35.98052215576172)  --> STEP: 1 | > loss_disc: 2.260999917984009 (2.260999917984009) | > loss_disc_real_0: 0.1399276852607727 (0.1399276852607727) | > loss_disc_real_1: 0.18538811802864075 (0.18538811802864075) | > loss_disc_real_2: 0.1991293728351593 (0.1991293728351593) | > loss_disc_real_3: 0.18313713371753693 (0.18313713371753693) | > loss_disc_real_4: 0.26287102699279785 (0.26287102699279785) | > loss_disc_real_5: 0.24840760231018066 (0.24840760231018066) | > loss_0: 2.260999917984009 (2.260999917984009) | > loss_gen: 2.490687847137451 (2.490687847137451) | > loss_kl: 2.7349693775177 (2.7349693775177) | > loss_feat: 6.920170783996582 (6.920170783996582) | > loss_mel: 18.58892822265625 (18.58892822265625) | > loss_duration: 2.418609857559204 (2.418609857559204) | > loss_1: 33.15336608886719 (33.15336608886719)  --> STEP: 2 | > loss_disc: 2.409768581390381 (2.335384249687195) | > loss_disc_real_0: 0.1727859526872635 (0.1563568189740181) | > loss_disc_real_1: 0.21897168457508087 (0.2021799013018608) | > loss_disc_real_2: 0.2433585822582245 (0.2212439775466919) | > loss_disc_real_3: 0.24509884417057037 (0.21411798894405365) | > loss_disc_real_4: 0.26495859026908875 (0.2639148086309433) | > loss_disc_real_5: 0.2275562584400177 (0.23798193037509918) | > loss_0: 2.409768581390381 (2.335384249687195) | > loss_gen: 2.585841655731201 (2.538264751434326) | > loss_kl: 2.7201685905456543 (2.7275689840316772) | > loss_feat: 4.9035210609436035 (5.911845922470093) | > loss_mel: 17.140493392944336 (17.864710807800293) | > loss_duration: 2.458174705505371 (2.4383922815322876) | > loss_1: 29.80820083618164 (31.480783462524414)  --> STEP: 3 | > loss_disc: 2.220694065093994 (2.297154188156128) | > loss_disc_real_0: 0.14694428443908691 (0.15321930746237436) | > loss_disc_real_1: 0.18709811568260193 (0.1971526394287745) | > loss_disc_real_2: 0.1441589593887329 (0.1955489714940389) | > loss_disc_real_3: 0.17930184304714203 (0.20251260697841644) | > loss_disc_real_4: 0.24678559601306915 (0.2582050710916519) | > loss_disc_real_5: 0.2043907791376114 (0.22678487996260324) | > loss_0: 2.220694065093994 (2.297154188156128) | > loss_gen: 2.4401159286499023 (2.5055484771728516) | > loss_kl: 3.166153907775879 (2.8737639586130777) | > loss_feat: 6.199014663696289 (6.007568836212158) | > loss_mel: 16.79722023010254 (17.508880615234375) | > loss_duration: 2.4169178009033203 (2.431234121322632) | > loss_1: 31.01942253112793 (31.326996485392254)  --> STEP: 4 | > loss_disc: 2.3737690448760986 (2.3163079023361206) | > loss_disc_real_0: 0.22076833248138428 (0.17010656371712685) | > loss_disc_real_1: 0.2538449764251709 (0.2113257236778736) | > loss_disc_real_2: 0.20155765116214752 (0.19705114141106606) | > loss_disc_real_3: 0.2369786649942398 (0.21112912148237228) | > loss_disc_real_4: 0.24119779467582703 (0.2539532519876957) | > loss_disc_real_5: 0.21458496153354645 (0.22373490035533905) | > loss_0: 2.3737690448760986 (2.3163079023361206) | > loss_gen: 2.758026599884033 (2.568668007850647) | > loss_kl: 3.470203161239624 (3.0228737592697144) | > loss_feat: 6.942488193511963 (6.241298675537109) | > loss_mel: 18.089006423950195 (17.65391206741333) | > loss_duration: 2.3154845237731934 (2.402296721935272) | > loss_1: 33.5752067565918 (31.88904905319214)  --> STEP: 5 | > loss_disc: 2.7056450843811035 (2.394175338745117) | > loss_disc_real_0: 0.35073089599609375 (0.20623143017292023) | > loss_disc_real_1: 0.24864426255226135 (0.21878943145275115) | > loss_disc_real_2: 0.2821013331413269 (0.21406117975711822) | > loss_disc_real_3: 0.2086460441350937 (0.21063250601291655) | > loss_disc_real_4: 0.27650853991508484 (0.2584643095731735) | > loss_disc_real_5: 0.24984151124954224 (0.2289562225341797) | > loss_0: 2.7056450843811035 (2.394175338745117) | > loss_gen: 2.494117021560669 (2.5537578105926513) | > loss_kl: 2.615870714187622 (2.941473150253296) | > loss_feat: 5.014723777770996 (5.995983695983886) | > loss_mel: 18.80352210998535 (17.883834075927734) | > loss_duration: 2.382998466491699 (2.3984370708465574) | > loss_1: 31.311233520507812 (31.773485946655274)  --> STEP: 6 | > loss_disc: 2.3946962356567383 (2.394262154897054) | > loss_disc_real_0: 0.15315577387809753 (0.19738548745711645) | > loss_disc_real_1: 0.20435528457164764 (0.21638374030590057) | > loss_disc_real_2: 0.17665962874889374 (0.20782758792241415) | > loss_disc_real_3: 0.24285957217216492 (0.21600368370612463) | > loss_disc_real_4: 0.2493222951889038 (0.25694064050912857) | > loss_disc_real_5: 0.25453558564186096 (0.23321944971879324) | > loss_0: 2.3946962356567383 (2.394262154897054) | > loss_gen: 2.583977699279785 (2.558794458707174) | > loss_kl: 2.943094491958618 (2.9417433738708496) | > loss_feat: 5.858465194702148 (5.973063945770264) | > loss_mel: 18.226451873779297 (17.940937042236328) | > loss_duration: 2.1678128242492676 (2.359999696413676) | > loss_1: 31.779800415039062 (31.77453835805257)  --> STEP: 7 | > loss_disc: 2.1842503547668457 (2.3642604691641673) | > loss_disc_real_0: 0.09660439938306808 (0.18298818916082382) | > loss_disc_real_1: 0.1967606395483017 (0.21358044019767217) | > loss_disc_real_2: 0.2178645133972168 (0.20926143441881453) | > loss_disc_real_3: 0.22852861881256104 (0.21779296014990127) | > loss_disc_real_4: 0.23751448094844818 (0.2541654748576028) | > loss_disc_real_5: 0.218962162733078 (0.23118269443511963) | > loss_0: 2.1842503547668457 (2.3642604691641673) | > loss_gen: 2.5834102630615234 (2.5623110021863664) | > loss_kl: 3.6614651679992676 (3.0445607730320523) | > loss_feat: 5.554644584655762 (5.913289751325335) | > loss_mel: 18.032442092895508 (17.954009192330496) | > loss_duration: 2.519975185394287 (2.3828533376966203) | > loss_1: 32.35193634033203 (31.857023784092494)  --> STEP: 8 | > loss_disc: 2.5521976947784424 (2.3877526223659515) | > loss_disc_real_0: 0.18912865221500397 (0.18375574704259634) | > loss_disc_real_1: 0.21340617537498474 (0.21355865709483624) | > loss_disc_real_2: 0.17990802228450775 (0.20559225790202618) | > loss_disc_real_3: 0.2213301807641983 (0.21823511272668839) | > loss_disc_real_4: 0.24196793138980865 (0.25264078192412853) | > loss_disc_real_5: 0.26208412647247314 (0.23504537343978882) | > loss_0: 2.5521976947784424 (2.3877526223659515) | > loss_gen: 2.2578415870666504 (2.524252325296402) | > loss_kl: 2.508274555206299 (2.977524995803833) | > loss_feat: 10.127070426940918 (6.440012335777283) | > loss_mel: 18.104480743408203 (17.97281813621521) | > loss_duration: 2.289275884628296 (2.37115615606308) | > loss_1: 35.28694534301758 (32.28576397895813)  --> STEP: 9 | > loss_disc: 2.631366729736328 (2.4148208565182157) | > loss_disc_real_0: 0.3292970359325409 (0.19992700136370128) | > loss_disc_real_1: 0.16905511915683746 (0.2086138195461697) | > loss_disc_real_2: 0.2091256082057953 (0.20598485238022274) | > loss_disc_real_3: 0.16691777110099792 (0.21253318587938944) | > loss_disc_real_4: 0.3479536771774292 (0.2632311036189397) | > loss_disc_real_5: 0.261750191450119 (0.23801257544093662) | > loss_0: 2.631366729736328 (2.4148208565182157) | > loss_gen: 2.6206202507019043 (2.53495987256368) | > loss_kl: 2.2744460105895996 (2.899405108557807) | > loss_feat: 13.606143951416016 (7.236249181959364) | > loss_mel: 19.27931022644043 (18.117983924018013) | > loss_duration: 2.1692817211151123 (2.3487256632910833) | > loss_1: 39.94980239868164 (33.13732380337186)  --> STEP: 10 | > loss_disc: 2.566514015197754 (2.4299901723861694) | > loss_disc_real_0: 0.1997927576303482 (0.199913576990366) | > loss_disc_real_1: 0.23773440718650818 (0.21152587831020356) | > loss_disc_real_2: 0.20906727015972137 (0.2062930941581726) | > loss_disc_real_3: 0.17753373086452484 (0.209033240377903) | > loss_disc_real_4: 0.23164314031600952 (0.2600723072886467) | > loss_disc_real_5: 0.3054405748844147 (0.2447553753852844) | > loss_0: 2.566514015197754 (2.4299901723861694) | > loss_gen: 2.4111523628234863 (2.5225791215896605) | > loss_kl: 2.4618067741394043 (2.855645275115967) | > loss_feat: 6.532625198364258 (7.165886783599854) | > loss_mel: 18.820308685302734 (18.188216400146484) | > loss_duration: 2.3620517253875732 (2.3500582695007326) | > loss_1: 32.58794403076172 (33.08238582611084)  --> STEP: 11 | > loss_disc: 2.607006072998047 (2.446082526987249) | > loss_disc_real_0: 0.3125423789024353 (0.21015255898237228) | > loss_disc_real_1: 0.2584376335144043 (0.21579058332876724) | > loss_disc_real_2: 0.2827741801738739 (0.2132459201596) | > loss_disc_real_3: 0.22621013224124908 (0.21059477600184354) | > loss_disc_real_4: 0.2293001115322113 (0.2572748349471526) | > loss_disc_real_5: 0.2738305926322937 (0.24739857695319437) | > loss_0: 2.607006072998047 (2.446082526987249) | > loss_gen: 2.6352698802948 (2.5328237360174004) | > loss_kl: 3.2060489654541016 (2.8875001560557974) | > loss_feat: 6.0330281257629395 (7.062899632887407) | > loss_mel: 15.499969482421875 (17.943830316716973) | > loss_duration: 2.496572971343994 (2.3633777878501196) | > loss_1: 29.870887756347656 (32.79043145613237)  --> STEP: 12 | > loss_disc: 2.4945297241210938 (2.4501197934150696) | > loss_disc_real_0: 0.09231490641832352 (0.2003327546020349) | > loss_disc_real_1: 0.20159676671028137 (0.21460776527722678) | > loss_disc_real_2: 0.2127344310283661 (0.2132032960653305) | > loss_disc_real_3: 0.21252958476543427 (0.2107560100654761) | > loss_disc_real_4: 0.248587504029274 (0.256550890703996) | > loss_disc_real_5: 0.23016011714935303 (0.24596203863620758) | > loss_0: 2.4945297241210938 (2.4501197934150696) | > loss_gen: 2.1971628665924072 (2.504851996898651) | > loss_kl: 2.686005115509033 (2.8707089026769004) | > loss_feat: 6.331733226776123 (7.0019690990448) | > loss_mel: 18.370046615600586 (17.97934834162394) | > loss_duration: 2.23832631111145 (2.3529568314552303) | > loss_1: 31.823274612426758 (32.709835052490234)  --> STEP: 13 | > loss_disc: 2.5410702228546143 (2.4571159802950344) | > loss_disc_real_0: 0.22157758474349976 (0.20196697230522448) | > loss_disc_real_1: 0.2438780814409256 (0.21685932805904976) | > loss_disc_real_2: 0.24030907452106476 (0.21528835594654083) | > loss_disc_real_3: 0.2612040936946869 (0.2146366318831077) | > loss_disc_real_4: 0.24809686839580536 (0.25590058129567367) | > loss_disc_real_5: 0.2724168300628662 (0.2479970225921044) | > loss_0: 2.5410702228546143 (2.4571159802950344) | > loss_gen: 2.431271553039551 (2.4991919627556434) | > loss_kl: 3.1267175674438477 (2.8904018768897424) | > loss_feat: 5.313072681427002 (6.872053989997277) | > loss_mel: 16.54136085510254 (17.868733919583832) | > loss_duration: 2.285810947418213 (2.3477917634523826) | > loss_1: 29.698232650756836 (32.478173329279976)  --> STEP: 14 | > loss_disc: 2.3673102855682373 (2.450701287814549) | > loss_disc_real_0: 0.1303989291191101 (0.19685496922050202) | > loss_disc_real_1: 0.19353659451007843 (0.2151934185198375) | > loss_disc_real_2: 0.1590813845396042 (0.2112735722746168) | > loss_disc_real_3: 0.19690966606140137 (0.2133704200387001) | > loss_disc_real_4: 0.26723992824554443 (0.2567105346492359) | > loss_disc_real_5: 0.25616204738616943 (0.24858023864882334) | > loss_0: 2.3673102855682373 (2.450701287814549) | > loss_gen: 2.34053897857666 (2.487859606742859) | > loss_kl: 3.6701583862304688 (2.9460987704140797) | > loss_feat: 6.141545295715332 (6.819874797548566) | > loss_mel: 19.41070556640625 (17.97887475149972) | > loss_duration: 2.4587502479553223 (2.355717369488307) | > loss_1: 34.021697998046875 (32.588425091334756)  --> STEP: 15 | > loss_disc: 2.608797073364258 (2.4612410068511963) | > loss_disc_real_0: 0.37258440256118774 (0.20857026477654775) | > loss_disc_real_1: 0.26648983359336853 (0.21861317952473958) | > loss_disc_real_2: 0.2268577367067337 (0.21231251657009126) | > loss_disc_real_3: 0.20680183172225952 (0.2129325141509374) | > loss_disc_real_4: 0.2531951367855072 (0.25647617479165397) | > loss_disc_real_5: 0.26966679096221924 (0.24998600880304972) | > loss_0: 2.608797073364258 (2.4612410068511963) | > loss_gen: 2.6286656856536865 (2.497246678670247) | > loss_kl: 3.160031318664551 (2.9603609402974445) | > loss_feat: 7.516438007354736 (6.866312344868978) | > loss_mel: 18.03762435913086 (17.982791392008462) | > loss_duration: 2.3919639587402344 (2.3581338087717687) | > loss_1: 33.73472595214844 (32.664845148722335)  --> STEP: 16 | > loss_disc: 2.7216744422912598 (2.4775180965662003) | > loss_disc_real_0: 0.29247546195983887 (0.21381433960050344) | > loss_disc_real_1: 0.28307798504829407 (0.22264222986996174) | > loss_disc_real_2: 0.20787784457206726 (0.21203534957021475) | > loss_disc_real_3: 0.27073660492897034 (0.21654526982456446) | > loss_disc_real_4: 0.2685333490371704 (0.25722974818199873) | > loss_disc_real_5: 0.27706846594810486 (0.25167866237461567) | > loss_0: 2.7216744422912598 (2.4775180965662003) | > loss_gen: 2.673152208328247 (2.5082407742738724) | > loss_kl: 2.9034249782562256 (2.9568024426698685) | > loss_feat: 7.538374423980713 (6.908316224813461) | > loss_mel: 16.1789493560791 (17.87005126476288) | > loss_duration: 2.3758342266082764 (2.3592400848865505) | > loss_1: 31.669734954833984 (32.60265076160431)  --> STEP: 17 | > loss_disc: 2.4928131103515625 (2.478417803259457) | > loss_disc_real_0: 0.15775692462921143 (0.21051684460219214) | > loss_disc_real_1: 0.23133347928524017 (0.22315347983556635) | > loss_disc_real_2: 0.2729015648365021 (0.21561571517411401) | > loss_disc_real_3: 0.2665896415710449 (0.21948905639788685) | > loss_disc_real_4: 0.24123629927635193 (0.25628895706990185) | > loss_disc_real_5: 0.2969983220100403 (0.25434452470611124) | > loss_0: 2.4928131103515625 (2.478417803259457) | > loss_gen: 2.515045642852783 (2.5086410606608673) | > loss_kl: 2.789177417755127 (2.9469421470866486) | > loss_feat: 6.593136310577393 (6.889776229858398) | > loss_mel: 16.180593490600586 (17.770671395694507) | > loss_duration: 2.4216651916503906 (2.3629121499903056) | > loss_1: 30.499618530273438 (32.47894298329073)  --> STEP: 18 | > loss_disc: 2.134687900543213 (2.459321697552999) | > loss_disc_real_0: 0.18400394916534424 (0.20904390596681172) | > loss_disc_real_1: 0.16883067786693573 (0.22013554639286464) | > loss_disc_real_2: 0.14531156420707703 (0.21170992900927862) | > loss_disc_real_3: 0.1837656944990158 (0.21750442518128288) | > loss_disc_real_4: 0.18475672602653503 (0.25231494423415923) | > loss_disc_real_5: 0.193598672747612 (0.2509697551528613) | > loss_0: 2.134687900543213 (2.459321697552999) | > loss_gen: 2.8336284160614014 (2.5266959137386746) | > loss_kl: 2.5517587661743164 (2.924987514813741) | > loss_feat: 10.003323554992676 (7.062751081254747) | > loss_mel: 17.968271255493164 (17.781649165683323) | > loss_duration: 2.2714662551879883 (2.357831822501288) | > loss_1: 35.628448486328125 (32.65391551123725)  --> STEP: 19 | > loss_disc: 2.5146517753601074 (2.462233806911268) | > loss_disc_real_0: 0.16102062165737152 (0.20651636468736748) | > loss_disc_real_1: 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(17.549990350549873) | > loss_duration: 2.1984291076660156 (2.333042198961431) | > loss_1: 33.96771240234375 (32.2926137230613)  --> STEP: 23 | > loss_disc: 2.663112163543701 (2.453878164291382) | > loss_disc_real_0: 0.3069300651550293 (0.20158629248971524) | > loss_disc_real_1: 0.28433147072792053 (0.21942736338014188) | > loss_disc_real_2: 0.23967385292053223 (0.20880911272505057) | > loss_disc_real_3: 0.2878347933292389 (0.22339907029400702) | > loss_disc_real_4: 0.26669254899024963 (0.2544808957887733) | > loss_disc_real_5: 0.2674579918384552 (0.24888937110486237) | > loss_0: 2.663112163543701 (2.453878164291382) | > loss_gen: 2.6368112564086914 (2.5138751838518227) | > loss_kl: 2.2141072750091553 (2.820084115733271) | > loss_feat: 5.424132347106934 (6.982816260793935) | > loss_mel: 16.363460540771484 (17.498402097950812) | > loss_duration: 2.238433599472046 (2.3289287815923276) | > loss_1: 28.87694549560547 (32.14410640882409)  --> STEP: 24 | > loss_disc: 2.276888132095337 (2.4465035796165466) | > loss_disc_real_0: 0.18888521194458008 (0.2010570808003346) | > loss_disc_real_1: 0.17246697843074799 (0.21747068067391714) | > loss_disc_real_2: 0.21504518389701843 (0.20906894902388254) | > loss_disc_real_3: 0.24168796837329865 (0.2241611077139775) | > loss_disc_real_4: 0.2506603002548218 (0.254321704308192) | > loss_disc_real_5: 0.2704141438007355 (0.2497862366338571) | > loss_0: 2.276888132095337 (2.4465035796165466) | > loss_gen: 2.6313440799713135 (2.518769721190135) | > loss_kl: 2.400221824645996 (2.8025898536046348) | > loss_feat: 6.606895923614502 (6.967152913411458) | > loss_mel: 18.129974365234375 (17.524717609087627) | > loss_duration: 2.406575918197632 (2.332164078950882) | > loss_1: 32.175010681152344 (32.14539408683777)  --> STEP: 25 | > loss_disc: 2.4143106937408447 (2.4452158641815185) | > loss_disc_real_0: 0.22992980480194092 (0.20221198976039886) | > loss_disc_real_1: 0.24585941433906555 (0.21860623002052307) | > loss_disc_real_2: 0.19403910636901855 (0.208467755317688) | > loss_disc_real_3: 0.20748786628246307 (0.22349417805671692) | > loss_disc_real_4: 0.22761790454387665 (0.25325355231761937) | > loss_disc_real_5: 0.22710001468658447 (0.2488787877559662) | > loss_0: 2.4143106937408447 (2.4452158641815185) | > loss_gen: 2.4865565299987793 (2.517481193542481) | > loss_kl: 2.952683210372925 (2.8085935878753663) | > loss_feat: 4.609012126922607 (6.8728272819519045) | > loss_mel: 15.60910415649414 (17.448093070983887) | > loss_duration: 2.3605968952178955 (2.3333013916015624) | > loss_1: 28.017953872680664 (31.980296478271484)  --> STEP: 26 | > loss_disc: 2.64949893951416 (2.4530729055404663) | > loss_disc_real_0: 0.37512320280075073 (0.20886242103118163) | > loss_disc_real_1: 0.19813643395900726 (0.21781893017200324) | > loss_disc_real_2: 0.2244662195444107 (0.20908308086486962) | > loss_disc_real_3: 0.12633152306079865 (0.2197571528645662) | > loss_disc_real_4: 0.20693610608577728 (0.25147211207793313) | > loss_disc_real_5: 0.11282213777303696 (0.2436458396796997) | > loss_0: 2.64949893951416 (2.4530729055404663) | > loss_gen: 2.699338912963867 (2.524475721212534) | > loss_kl: 2.454369068145752 (2.7949695678857656) | > loss_feat: 12.679004669189453 (7.096141796845656) | > loss_mel: 20.07254981994629 (17.549033715174748) | > loss_duration: 2.2648119926452637 (2.330667183949397) | > loss_1: 40.17007827758789 (32.2952880859375) --> EVAL PERFORMANCE | > avg_loader_time: 0.002228645177987906 (-0.00015605412996732215) | > avg_loss_disc: 2.4530729055404663 (+0.006259505565350043) | > avg_loss_disc_real_0: 0.20886242103118163 (+0.07043711382609141) | > avg_loss_disc_real_1: 0.21781893017200324 (+0.04780745506286621) | > avg_loss_disc_real_2: 0.20908308086486962 (-0.02016239498670286) | > avg_loss_disc_real_3: 0.2197571528645662 (-0.013840030592221497) | > avg_loss_disc_real_4: 0.25147211207793313 (+0.00484304359325996) | > avg_loss_disc_real_5: 0.2436458396796997 (+0.005907303725297658) | > avg_loss_0: 2.4530729055404663 (+0.006259505565350043) | > avg_loss_gen: 2.524475721212534 (+0.28587156992692275) | > avg_loss_kl: 2.7949695678857656 (+0.09205789749438953) | > avg_loss_feat: 7.096141796845656 (+0.6302901323025045) | > avg_loss_mel: 17.549033715174748 (+0.3329048156738281) | > avg_loss_duration: 2.330667183949397 (+0.01128133443685675) | > avg_loss_1: 32.2952880859375 (+1.3524059882530786)  > EPOCH: 549/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:21:11)   --> TIME: 2024-06-11 15:21:13 -- STEP: 4/330 -- GLOBAL_STEP: 269175 | > loss_disc: 2.326808214187622 (2.380003809928894) | > loss_disc_real_0: 0.11178568005561829 (0.09408536553382874) | > loss_disc_real_1: 0.18783710896968842 (0.19718821346759796) | > loss_disc_real_2: 0.24546311795711517 (0.221906129270792) | > loss_disc_real_3: 0.2320999950170517 (0.2434142306447029) | > loss_disc_real_4: 0.24042673408985138 (0.2527736872434616) | > loss_disc_real_5: 0.23174798488616943 (0.242277130484581) | > loss_0: 2.326808214187622 (2.380003809928894) | > grad_norm_0: tensor(4.2882, device='cuda:0') (tensor(8.8120, device='cuda:0')) | > loss_gen: 2.5725293159484863 (2.4495434165000916) | > loss_kl: 1.8137062788009644 (1.7730118930339813) | > loss_feat: 6.895462989807129 (6.662742853164673) | > loss_mel: 18.226016998291016 (18.27179527282715) | > loss_duration: 2.160149335861206 (2.1680087447166443) | > loss_1: 31.667863845825195 (31.325101375579834) | > grad_norm_1: tensor(84.3141, device='cuda:0') (tensor(97.8055, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3606 (0.38446640968322754) | > loader_time: 0.0029 (0.0034685134887695312)  --> TIME: 2024-06-11 15:21:23 -- STEP: 29/330 -- GLOBAL_STEP: 269200 | > loss_disc: 2.307116746902466 (2.3433732657596984) | > loss_disc_real_0: 0.12136997282505035 (0.10474031958086737) | > loss_disc_real_1: 0.233074352145195 (0.20127614407703795) | > loss_disc_real_2: 0.22656480967998505 (0.21259757825012865) | > loss_disc_real_3: 0.2152462601661682 (0.22818613514817995) | > loss_disc_real_4: 0.2122243344783783 (0.23214575545541172) | > loss_disc_real_5: 0.21934664249420166 (0.2235848112352963) | > loss_0: 2.307116746902466 (2.3433732657596984) | > grad_norm_0: tensor(6.0167, device='cuda:0') (tensor(9.9209, device='cuda:0')) | > loss_gen: 2.612910032272339 (2.4765733357133537) | > loss_kl: 1.7143683433532715 (1.87854973201094) | > loss_feat: 7.127267360687256 (6.8557498372834305) | > loss_mel: 18.230297088623047 (17.864630797813675) | > loss_duration: 2.0126240253448486 (2.044358824861461) | > loss_1: 31.697467803955078 (31.1198625235722) | > grad_norm_1: tensor(42.7326, device='cuda:0') (tensor(114.3507, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3731 (0.37493307014991495) | > loader_time: 0.0037 (0.0034252117420064993)  --> TIME: 2024-06-11 15:21:33 -- STEP: 54/330 -- GLOBAL_STEP: 269225 | > loss_disc: 2.427414894104004 (2.350741726380807) | > loss_disc_real_0: 0.09499286115169525 (0.10765869791309039) | > loss_disc_real_1: 0.2020728588104248 (0.19796764850616455) | > loss_disc_real_2: 0.18027664721012115 (0.21051857813640876) | > loss_disc_real_3: 0.22884251177310944 (0.22898229542705748) | > loss_disc_real_4: 0.22762346267700195 (0.23303129551587282) | > loss_disc_real_5: 0.1838393360376358 (0.22475496734733935) | > loss_0: 2.427414894104004 (2.350741726380807) | > grad_norm_0: tensor(6.8925, device='cuda:0') (tensor(9.0624, device='cuda:0')) | > loss_gen: 2.371657371520996 (2.4705295165379852) | > loss_kl: 2.047879695892334 (1.8938017752435472) | > loss_feat: 7.010995864868164 (6.8902365190011485) | > loss_mel: 18.156055450439453 (17.798528247409394) | > loss_duration: 1.9922213554382324 (2.0197691718737283) | > loss_1: 31.578811645507812 (31.072865238896124) | > grad_norm_1: tensor(93.0261, device='cuda:0') (tensor(101.6712, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3654 (0.380400401574594) | > loader_time: 0.004 (0.0036025886182431822)  --> TIME: 2024-06-11 15:21:43 -- STEP: 79/330 -- GLOBAL_STEP: 269250 | > loss_disc: 2.3914237022399902 (2.347109824796266) | > loss_disc_real_0: 0.12480573356151581 (0.10872135273640669) | > loss_disc_real_1: 0.2230316698551178 (0.19709101092966297) | > loss_disc_real_2: 0.22237642109394073 (0.20955351070512698) | > loss_disc_real_3: 0.2158966213464737 (0.22801780587510218) | > loss_disc_real_4: 0.22324025630950928 (0.23266990558256076) | > loss_disc_real_5: 0.187001571059227 (0.22318556357788133) | > loss_0: 2.3914237022399902 (2.347109824796266) | > grad_norm_0: tensor(11.4770, device='cuda:0') (tensor(9.8015, device='cuda:0')) | > loss_gen: 2.4944281578063965 (2.4774470751798616) | > loss_kl: 1.817561388015747 (1.9092437119423589) | > loss_feat: 7.235754489898682 (6.9445803014537955) | > loss_mel: 17.624767303466797 (17.774875254570684) | > loss_duration: 1.9622113704681396 (2.0108976183058336) | > loss_1: 31.134723663330078 (31.117043893548505) | > grad_norm_1: tensor(105.0022, device='cuda:0') (tensor(109.1823, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3914 (0.38080723074418077) | > loader_time: 0.0042 (0.0036803800848465933)  --> TIME: 2024-06-11 15:21:52 -- STEP: 104/330 -- GLOBAL_STEP: 269275 | > loss_disc: 2.279986619949341 (2.3527346849441533) | > loss_disc_real_0: 0.11057582497596741 (0.1114447511589298) | > loss_disc_real_1: 0.18338753283023834 (0.19817313308326098) | > loss_disc_real_2: 0.22905918955802917 (0.20925761730625078) | > loss_disc_real_3: 0.2126859426498413 (0.22932478613578355) | > loss_disc_real_4: 0.23883680999279022 (0.23224084681043258) | > loss_disc_real_5: 0.22399850189685822 (0.22349007642613009) | > loss_0: 2.279986619949341 (2.3527346849441533) | > grad_norm_0: tensor(5.1870, device='cuda:0') (tensor(9.5355, device='cuda:0')) | > loss_gen: 2.7012412548065186 (2.4788321554660797) | > loss_kl: 1.9478991031646729 (1.9127273937830558) | > loss_feat: 7.631250381469727 (6.9567414705569925) | > loss_mel: 17.825077056884766 (17.751469648801372) | > loss_duration: 2.0413565635681152 (2.01125089594951) | > loss_1: 32.14682388305664 (31.11102161040673) | > grad_norm_1: tensor(48.9103, device='cuda:0') (tensor(103.6002, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3689 (0.3784045897997342) | > loader_time: 0.0038 (0.0036981656001164364)  --> TIME: 2024-06-11 15:22:01 -- STEP: 129/330 -- GLOBAL_STEP: 269300 | > loss_disc: 2.35410475730896 (2.362788396288259) | > loss_disc_real_0: 0.1284128874540329 (0.11427256863477618) | > loss_disc_real_1: 0.21607257425785065 (0.1982034169310747) | > loss_disc_real_2: 0.17909839749336243 (0.2106332753517831) | > loss_disc_real_3: 0.2402009218931198 (0.22939204210920852) | > loss_disc_real_4: 0.2591755986213684 (0.23169742351354555) | > loss_disc_real_5: 0.24537484347820282 (0.22359449630097825) | > loss_0: 2.35410475730896 (2.362788396288259) | > grad_norm_0: tensor(8.3275, device='cuda:0') (tensor(10.1107, device='cuda:0')) | > loss_gen: 2.5162477493286133 (2.4661131552023483) | > loss_kl: 1.9143340587615967 (1.9239723331244416) | > loss_feat: 6.39482307434082 (6.913749303004538) | > loss_mel: 18.21280860900879 (17.71531699424567) | > loss_duration: 2.011586904525757 (2.0130920012791966) | > loss_1: 31.0497989654541 (31.032243891279826) | > grad_norm_1: tensor(117.0891, device='cuda:0') (tensor(108.0256, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3722 (0.3766940083614615) | > loader_time: 0.0038 (0.003733784653419672)  --> TIME: 2024-06-11 15:22:11 -- STEP: 154/330 -- GLOBAL_STEP: 269325 | > loss_disc: 2.3222174644470215 (2.3601820964317826) | > loss_disc_real_0: 0.09804022312164307 (0.11453162443328213) | > loss_disc_real_1: 0.18557994067668915 (0.1981281583475602) | > loss_disc_real_2: 0.242675319314003 (0.21085010943087665) | > loss_disc_real_3: 0.2326493114233017 (0.2291249590260642) | > loss_disc_real_4: 0.26070573925971985 (0.23193490214936144) | > loss_disc_real_5: 0.2287447452545166 (0.22338398565332612) | > loss_0: 2.3222174644470215 (2.3601820964317826) | > grad_norm_0: tensor(7.6882, device='cuda:0') (tensor(11.5397, device='cuda:0')) | > loss_gen: 2.5870349407196045 (2.472450719251261) | > loss_kl: 1.9654968976974487 (1.9340708828591682) | > loss_feat: 7.314271450042725 (6.944303441357303) | > loss_mel: 17.53301429748535 (17.700530733381008) | > loss_duration: 2.0337414741516113 (2.0162493005975515) | > loss_1: 31.433557510375977 (31.067605204396433) | > grad_norm_1: tensor(228.0577, device='cuda:0') (tensor(130.7127, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.378 (0.37651758070115915) | > loader_time: 0.0044 (0.0038013582105760452)  --> TIME: 2024-06-11 15:22:21 -- STEP: 179/330 -- GLOBAL_STEP: 269350 | > loss_disc: 2.3772170543670654 (2.359885748538226) | > loss_disc_real_0: 0.09992928802967072 (0.11451644159062614) | > loss_disc_real_1: 0.2252262830734253 (0.19810283845862864) | > loss_disc_real_2: 0.2045692801475525 (0.2111103785271085) | > loss_disc_real_3: 0.2492162138223648 (0.2290711462830698) | > loss_disc_real_4: 0.20675478875637054 (0.23164630252555762) | > loss_disc_real_5: 0.1772642284631729 (0.22354894510194576) | > loss_0: 2.3772170543670654 (2.359885748538226) | > grad_norm_0: tensor(22.6167, device='cuda:0') (tensor(13.5023, device='cuda:0')) | > loss_gen: 2.3285560607910156 (2.475622015958392) | > loss_kl: 2.0752668380737305 (1.9412035502535006) | > loss_feat: 6.233510971069336 (6.954405454283986) | > loss_mel: 17.60748291015625 (17.676298013612563) | > loss_duration: 2.064819812774658 (2.0229177355100325) | > loss_1: 30.309635162353516 (31.070446845539454) | > grad_norm_1: tensor(443.3032, device='cuda:0') (tensor(144.0317, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.3888 (0.37827944489164717) | > loader_time: 0.0043 (0.0039039404032616644)  --> TIME: 2024-06-11 15:22:31 -- STEP: 204/330 -- GLOBAL_STEP: 269375 | > loss_disc: 2.34652042388916 (2.36229108361637) | > loss_disc_real_0: 0.08103619515895844 (0.11512587391132233) | > loss_disc_real_1: 0.20567378401756287 (0.19818455890259323) | > loss_disc_real_2: 0.18557676672935486 (0.21138589821901976) | > loss_disc_real_3: 0.21424266695976257 (0.228893959785209) | > loss_disc_real_4: 0.23029422760009766 (0.23252858426056655) | > loss_disc_real_5: 0.24306820333003998 (0.22386108346137346) | > loss_0: 2.34652042388916 (2.36229108361637) | > grad_norm_0: tensor(17.0232, device='cuda:0') (tensor(14.9995, device='cuda:0')) | > loss_gen: 2.4752397537231445 (2.4742644557765887) | > loss_kl: 1.94723379611969 (1.9499235340193206) | > loss_feat: 7.634244918823242 (6.945453685872695) | > loss_mel: 17.787887573242188 (17.63665162815769) | > loss_duration: 2.0344018936157227 (2.030740513521082) | > loss_1: 31.879005432128906 (31.037033857083788) | > grad_norm_1: tensor(236.3620, device='cuda:0') (tensor(158.9419, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.4332 (0.38150565180124013) | > loader_time: 0.005 (0.004037777582804361)  --> TIME: 2024-06-11 15:22:42 -- STEP: 229/330 -- GLOBAL_STEP: 269400 | > loss_disc: 2.276486396789551 (2.361965759352306) | > loss_disc_real_0: 0.14051413536071777 (0.11540619915099123) | > loss_disc_real_1: 0.2128007560968399 (0.19828846962821536) | > loss_disc_real_2: 0.18109068274497986 (0.21191989418981377) | > loss_disc_real_3: 0.23268866539001465 (0.22897641991944293) | > loss_disc_real_4: 0.22252292931079865 (0.23183886056123343) | > loss_disc_real_5: 0.21319478750228882 (0.22322938783200028) | > loss_0: 2.276486396789551 (2.361965759352306) | > grad_norm_0: tensor(9.7465, device='cuda:0') (tensor(17.4031, device='cuda:0')) | > loss_gen: 2.705714225769043 (2.4793982724435466) | > loss_kl: 2.0116357803344727 (1.9524820704647547) | > loss_feat: 6.96405029296875 (6.963331051788996) | > loss_mel: 17.46657371520996 (17.609151498719598) | > loss_duration: 2.1289772987365723 (2.039275155837879) | > loss_1: 31.276952743530273 (31.04363808777655) | > grad_norm_1: tensor(517.3217, device='cuda:0') (tensor(179.6995, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.4323 (0.3853933425969952) | > loader_time: 0.005 (0.004157834698539634)  --> TIME: 2024-06-11 15:22:53 -- STEP: 254/330 -- GLOBAL_STEP: 269425 | > loss_disc: 2.473665237426758 (2.363554877559032) | > loss_disc_real_0: 0.23834028840065002 (0.11658936271106633) | > loss_disc_real_1: 0.1975269317626953 (0.19871452189688607) | > loss_disc_real_2: 0.2191978543996811 (0.21204954626288) | > loss_disc_real_3: 0.23009520769119263 (0.2293351135971978) | > loss_disc_real_4: 0.22532697021961212 (0.23170963246521986) | > loss_disc_real_5: 0.23399710655212402 (0.22330707399629232) | > loss_0: 2.473665237426758 (2.363554877559032) | > grad_norm_0: tensor(96.9767, device='cuda:0') (tensor(20.3886, device='cuda:0')) | > loss_gen: 2.4459824562072754 (2.483756300032608) | > loss_kl: 1.9383482933044434 (1.9563000934330497) | > loss_feat: 7.1188249588012695 (6.965121259839516) | > loss_mel: 16.977249145507812 (17.56120634829904) | > loss_duration: 2.0811691284179688 (2.046197282047722) | > loss_1: 30.561573028564453 (31.012581314627578) | > grad_norm_1: tensor(646.0297, device='cuda:0') (tensor(204.5210, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.4332 (0.3891179176766102) | > loader_time: 0.0054 (0.004276858540031853)  --> TIME: 2024-06-11 15:23:04 -- STEP: 279/330 -- GLOBAL_STEP: 269450 | > loss_disc: 2.3747897148132324 (2.3648130286979) | > loss_disc_real_0: 0.09727995842695236 (0.11722404747453642) | > loss_disc_real_1: 0.20123505592346191 (0.19864609167246833) | > loss_disc_real_2: 0.205785870552063 (0.21210561783510298) | > loss_disc_real_3: 0.20356741547584534 (0.22918574933937375) | > loss_disc_real_4: 0.20354841649532318 (0.23089790087874218) | > loss_disc_real_5: 0.22335925698280334 (0.22303009252180764) | > loss_0: 2.3747897148132324 (2.3648130286979) | > grad_norm_0: tensor(24.9175, device='cuda:0') (tensor(22.1453, device='cuda:0')) | > loss_gen: 2.433783531188965 (2.481974167635791) | > loss_kl: 2.0282092094421387 (1.9636560554572757) | > loss_feat: 7.540874004364014 (6.9669487296894035) | > loss_mel: 17.35348892211914 (17.52344170778883) | > loss_duration: 2.142792224884033 (2.055468523374168) | > loss_1: 31.499149322509766 (30.991489198472763) | > grad_norm_1: tensor(186.5602, device='cuda:0') (tensor(221.3701, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.439 (0.39336378001824923) | > loader_time: 0.0059 (0.004421696440720642)  --> TIME: 2024-06-11 15:23:16 -- STEP: 304/330 -- GLOBAL_STEP: 269475 | > loss_disc: 2.4048478603363037 (2.366754047180477) | > loss_disc_real_0: 0.19661064445972443 (0.11844430763372465) | > loss_disc_real_1: 0.19336332380771637 (0.19868950754109962) | > loss_disc_real_2: 0.19045718014240265 (0.21203730441629887) | > loss_disc_real_3: 0.2051854133605957 (0.2291966146838508) | > loss_disc_real_4: 0.22225742042064667 (0.23139580054894873) | > loss_disc_real_5: 0.22583064436912537 (0.22342957590559595) | > loss_0: 2.4048478603363037 (2.366754047180477) | > grad_norm_0: tensor(11.0761, device='cuda:0') (tensor(22.2937, device='cuda:0')) | > loss_gen: 2.4940989017486572 (2.478015134993353) | > loss_kl: 2.040645122528076 (1.969681982539202) | > loss_feat: 8.163399696350098 (6.9729032955671615) | > loss_mel: 17.11690330505371 (17.47192021420127) | > loss_duration: 2.2083137035369873 (2.0658791002474324) | > loss_1: 32.02336120605469 (30.958399753821524) | > grad_norm_1: tensor(228.5613, device='cuda:0') (tensor(225.0669, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 0.4669 (0.39888499755608414) | > loader_time: 0.0071 (0.004612027030242116)  --> TIME: 2024-06-11 15:23:45 -- STEP: 329/330 -- GLOBAL_STEP: 269500 | > loss_disc: 2.5678153038024902 (2.370236115615057) | > loss_disc_real_0: 0.28640687465667725 (0.12048414116300711) | > loss_disc_real_1: 0.22901636362075806 (0.19908638056197786) | > loss_disc_real_2: 0.25883597135543823 (0.2125542090928301) | > loss_disc_real_3: 0.2606629431247711 (0.22938109010367408) | > loss_disc_real_4: 0.21850229799747467 (0.23122605830883908) | > loss_disc_real_5: 0.1766553521156311 (0.22322893618269168) | > loss_0: 2.5678153038024902 (2.370236115615057) | > grad_norm_0: tensor(13.6836, device='cuda:0') (tensor(22.0894, device='cuda:0')) | > loss_gen: 2.576611042022705 (2.477828201914268) | > loss_kl: 2.171466827392578 (1.9785210093466343) | > loss_feat: 11.82337474822998 (7.094454013105584) | > loss_mel: 19.235910415649414 (17.470978768763196) | > loss_duration: 2.3185760974884033 (2.080380591215696) | > loss_1: 38.125938415527344 (31.102162590142804) | > grad_norm_1: tensor(95.7904, device='cuda:0') (tensor(224.0961, device='cuda:0')) | > current_lr_0: 0.00018673454765857661 | > current_lr_1: 0.00018673454765857661 | > step_time: 15.4395 (0.45746918652195334) | > loader_time: 0.0341 (0.005090345365298188) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_269500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5881357192993164 (2.5881357192993164) | > loss_disc_real_0: 0.1601700335741043 (0.1601700335741043) | > loss_disc_real_1: 0.24261818826198578 (0.24261818826198578) | > loss_disc_real_2: 0.2666020691394806 (0.2666020691394806) | > loss_disc_real_3: 0.3135142922401428 (0.3135142922401428) | > loss_disc_real_4: 0.2736254930496216 (0.2736254930496216) | > loss_disc_real_5: 0.2627834379673004 (0.2627834379673004) | > loss_0: 2.5881357192993164 (2.5881357192993164) | > loss_gen: 2.4106955528259277 (2.4106955528259277) | > loss_kl: 1.9745838642120361 (1.9745838642120361) | > loss_feat: 6.083010673522949 (6.083010673522949) | > loss_mel: 14.765384674072266 (14.765384674072266) | > loss_duration: 2.9568490982055664 (2.9568490982055664) | > loss_1: 28.19052505493164 (28.19052505493164)  --> STEP: 1 | > loss_disc: 2.105253219604492 (2.105253219604492) | > loss_disc_real_0: 0.08531232923269272 (0.08531232923269272) | > loss_disc_real_1: 0.17179737985134125 (0.17179737985134125) | > loss_disc_real_2: 0.14847101271152496 (0.14847101271152496) | > loss_disc_real_3: 0.18230684101581573 (0.18230684101581573) | > loss_disc_real_4: 0.26326659321784973 (0.26326659321784973) | > loss_disc_real_5: 0.1679999977350235 (0.1679999977350235) | > loss_0: 2.105253219604492 (2.105253219604492) | > loss_gen: 2.406989574432373 (2.406989574432373) | > loss_kl: 2.908421516418457 (2.908421516418457) | > loss_feat: 8.147978782653809 (8.147978782653809) | > loss_mel: 17.918033599853516 (17.918033599853516) | > loss_duration: 2.4611542224884033 (2.4611542224884033) | > loss_1: 33.84257888793945 (33.84257888793945)  --> STEP: 2 | > loss_disc: 2.237712860107422 (2.171483039855957) | > loss_disc_real_0: 0.08587199449539185 (0.08559216186404228) | > loss_disc_real_1: 0.15291941165924072 (0.16235839575529099) | > loss_disc_real_2: 0.25917285680770874 (0.20382193475961685) | > loss_disc_real_3: 0.2637048661708832 (0.22300585359334946) | > loss_disc_real_4: 0.2662283778190613 (0.2647474855184555) | > loss_disc_real_5: 0.17710043489933014 (0.17255021631717682) | > loss_0: 2.237712860107422 (2.171483039855957) | > loss_gen: 2.530371904373169 (2.468680739402771) | > loss_kl: 2.7510862350463867 (2.829753875732422) | > loss_feat: 6.388002395629883 (7.267990589141846) | > loss_mel: 18.229013442993164 (18.07352352142334) | > loss_duration: 2.4836525917053223 (2.472403407096863) | > loss_1: 32.38212966918945 (33.11235427856445)  --> STEP: 3 | > loss_disc: 2.54284930229187 (2.2952717940012612) | > loss_disc_real_0: 0.18589264154434204 (0.11902565509080887) | > loss_disc_real_1: 0.2721818685531616 (0.19896622002124786) | > loss_disc_real_2: 0.30244719982147217 (0.23669702311356863) | > loss_disc_real_3: 0.2879687547683716 (0.2446601539850235) | > loss_disc_real_4: 0.37744686007499695 (0.3023139437039693) | > loss_disc_real_5: 0.30758553743362427 (0.2175619900226593) | > loss_0: 2.54284930229187 (2.2952717940012612) | > loss_gen: 2.969801187515259 (2.6357208887736) | > loss_kl: 3.333840847015381 (2.9977828661600747) | > loss_feat: 5.57899808883667 (6.70499308904012) | > loss_mel: 16.21074104309082 (17.452596028645832) | > loss_duration: 2.3420329093933105 (2.428946574529012) | > loss_1: 30.435415267944336 (32.220041275024414)  --> STEP: 4 | > loss_disc: 2.4377448558807373 (2.3308900594711304) | > loss_disc_real_0: 0.15690243244171143 (0.1284948494285345) | > loss_disc_real_1: 0.1856570839881897 (0.19563893601298332) | > loss_disc_real_2: 0.2935136556625366 (0.2509011812508106) | > loss_disc_real_3: 0.26460203528404236 (0.2496456243097782) | > loss_disc_real_4: 0.31139057874679565 (0.3045831024646759) | > loss_disc_real_5: 0.2853502929210663 (0.23450906574726105) | > loss_0: 2.4377448558807373 (2.3308900594711304) | > loss_gen: 2.5209567546844482 (2.6070298552513123) | > loss_kl: 3.8414127826690674 (3.208690345287323) | > loss_feat: 5.706847667694092 (6.455456733703613) | > loss_mel: 18.71111488342285 (17.767225742340088) | > loss_duration: 2.308107852935791 (2.398736894130707) | > loss_1: 33.08843994140625 (32.43714094161987)  --> STEP: 5 | > loss_disc: 2.1140661239624023 (2.287525272369385) | > loss_disc_real_0: 0.13931018114089966 (0.13065791577100755) | > loss_disc_real_1: 0.18821373581886292 (0.19415389597415925) | > loss_disc_real_2: 0.17693325877189636 (0.23610759675502777) | > loss_disc_real_3: 0.2723674476146698 (0.2541899889707565) | > loss_disc_real_4: 0.2119772732257843 (0.2860619366168976) | > loss_disc_real_5: 0.1094677597284317 (0.20950080454349518) | > loss_0: 2.1140661239624023 (2.287525272369385) | > loss_gen: 2.5943942070007324 (2.604502725601196) | > loss_kl: 2.1368167400360107 (2.9943156242370605) | > loss_feat: 7.072318077087402 (6.578829002380371) | > loss_mel: 20.137208938598633 (18.241222381591797) | > loss_duration: 2.4014885425567627 (2.399287223815918) | > loss_1: 34.342227935791016 (32.818158340454104)  --> STEP: 6 | > loss_disc: 2.326688289642334 (2.2940524419148765) | > loss_disc_real_0: 0.06385844945907593 (0.11952467138568561) | > loss_disc_real_1: 0.11539576202630997 (0.18102754031618437) | > loss_disc_real_2: 0.1723424345254898 (0.22548006971677145) | > loss_disc_real_3: 0.31973156332969666 (0.26511358469724655) | > loss_disc_real_4: 0.30846139788627625 (0.289795180161794) | > loss_disc_real_5: 0.2411220818758011 (0.21477101743221283) | > loss_0: 2.326688289642334 (2.2940524419148765) | > loss_gen: 2.2525157928466797 (2.545838236808777) | > loss_kl: 3.2522506713867188 (3.0373047987620034) | > loss_feat: 5.499900817871094 (6.399007638295491) | > loss_mel: 18.322853088378906 (18.25482749938965) | > loss_duration: 2.1685781478881836 (2.3608357111612954) | > loss_1: 31.496097564697266 (32.597814877827965)  --> STEP: 7 | > loss_disc: 2.359837293624878 (2.303450277873448) | > loss_disc_real_0: 0.08920161426067352 (0.11519280608211245) | > loss_disc_real_1: 0.21087153255939484 (0.18529096777950013) | > loss_disc_real_2: 0.23991934955120087 (0.2275428239788328) | > loss_disc_real_3: 0.2669234871864319 (0.2653721421957016) | > loss_disc_real_4: 0.24797458946704865 (0.28382081006254467) | > loss_disc_real_5: 0.26492127776145935 (0.2219353403363909) | > loss_0: 2.359837293624878 (2.303450277873448) | > loss_gen: 2.409276247024536 (2.526329381125314) | > loss_kl: 3.9231393337249756 (3.1638525894709995) | > loss_feat: 5.639379501342773 (6.290489333016532) | > loss_mel: 17.831989288330078 (18.194422040666854) | > loss_duration: 2.5316162109375 (2.385232925415039) | > loss_1: 32.33540344238281 (32.56032752990723)  --> STEP: 8 | > loss_disc: 2.1958436965942383 (2.2899994552135468) | > loss_disc_real_0: 0.08077124506235123 (0.1108901109546423) | > loss_disc_real_1: 0.19258487224578857 (0.1862027058377862) | > loss_disc_real_2: 0.2162247896194458 (0.22612806968390942) | > loss_disc_real_3: 0.30617910623550415 (0.2704730127006769) | > loss_disc_real_4: 0.2124975174665451 (0.27490539848804474) | > loss_disc_real_5: 0.2505476176738739 (0.22551187500357628) | > loss_0: 2.1958436965942383 (2.2899994552135468) | > loss_gen: 2.930563449859619 (2.576858639717102) | > loss_kl: 2.777913808822632 (3.1156102418899536) | > loss_feat: 9.851236343383789 (6.735582709312439) | > loss_mel: 21.803449630737305 (18.64555048942566) | > loss_duration: 2.2359061241149902 (2.366567075252533) | > loss_1: 39.59907150268555 (33.44017052650452)  --> STEP: 9 | > loss_disc: 2.583932876586914 (2.322658724255032) | > loss_disc_real_0: 0.12026035785675049 (0.11193124949932098) | > loss_disc_real_1: 0.1348448246717453 (0.18049627459711498) | > loss_disc_real_2: 0.19969406723976135 (0.2231909583012263) | > loss_disc_real_3: 0.23345282673835754 (0.26635965870486367) | > loss_disc_real_4: 0.24956543743610382 (0.2720898472600513) | > loss_disc_real_5: 0.1935776323080063 (0.22196362581517962) | > loss_0: 2.583932876586914 (2.322658724255032) | > loss_gen: 2.091271162033081 (2.5229044755299888) | > loss_kl: 2.6176724433898926 (3.060283819834391) | > loss_feat: 9.697019577026367 (7.064631250169542) | > loss_mel: 19.115447998046875 (18.697761323716904) | > loss_duration: 2.1646595001220703 (2.344132900238037) | > loss_1: 35.686073303222656 (33.6897152794732)  --> STEP: 10 | > loss_disc: 2.4814865589141846 (2.3385415077209473) | > loss_disc_real_0: 0.2184925377368927 (0.12258737832307816) | > loss_disc_real_1: 0.14412012696266174 (0.17685865983366966) | > loss_disc_real_2: 0.2270941138267517 (0.22358127385377885) | > loss_disc_real_3: 0.3178597688674927 (0.27150966972112656) | > loss_disc_real_4: 0.2553060054779053 (0.2704114630818367) | > loss_disc_real_5: 0.22612647712230682 (0.22237991094589232) | > loss_0: 2.4814865589141846 (2.3385415077209473) | > loss_gen: 2.324596405029297 (2.5030736684799195) | > loss_kl: 2.986084222793579 (3.05286386013031) | > loss_feat: 4.18644905090332 (6.77681303024292) | > loss_mel: 13.204693794250488 (18.148454570770262) | > loss_duration: 2.3397374153137207 (2.3436933517456056) | > loss_1: 25.041561126708984 (32.82489986419678)  --> STEP: 11 | > loss_disc: 2.430973529815674 (2.346944418820468) | > loss_disc_real_0: 0.12246128916740417 (0.12257591567256233) | > loss_disc_real_1: 0.1934921145439148 (0.17837079208005557) | > loss_disc_real_2: 0.13863329589366913 (0.21585873040285977) | > loss_disc_real_3: 0.26379135251045227 (0.2708080045201562) | > loss_disc_real_4: 0.288978636264801 (0.2720993879166516) | > loss_disc_real_5: 0.28241291642189026 (0.22783745689825577) | > loss_0: 2.430973529815674 (2.346944418820468) | > loss_gen: 2.411341905593872 (2.4947344173084605) | > loss_kl: 3.3470141887664795 (3.0796047990972344) | > loss_feat: 6.502162456512451 (6.751844796267423) | > loss_mel: 17.652673721313477 (18.10338358445601) | > loss_duration: 2.490506410598755 (2.3570399934595283) | > loss_1: 32.4036979675293 (32.786608782681554)  --> STEP: 12 | > loss_disc: 2.4601354598999023 (2.3563770055770874) | > loss_disc_real_0: 0.12723639607429504 (0.1229642890393734) | > loss_disc_real_1: 0.26793569326400757 (0.18583453384538492) | > loss_disc_real_2: 0.25414687395095825 (0.21904940903186798) | > loss_disc_real_3: 0.2525249123573303 (0.26928441350658733) | > loss_disc_real_4: 0.2943120300769806 (0.27395044143001235) | > loss_disc_real_5: 0.20382224023342133 (0.22583618884285292) | > loss_0: 2.4601354598999023 (2.3563770055770874) | > loss_gen: 2.423711061477661 (2.4888158043225608) | > loss_kl: 2.430107831954956 (3.025480051835378) | > loss_feat: 5.883653163909912 (6.679495493570964) | > loss_mel: 16.577495574951172 (17.97622625033061) | > loss_duration: 2.264618158340454 (2.349338173866272) | > loss_1: 29.579586029052734 (32.519356886545815)  --> STEP: 13 | > loss_disc: 2.481180191040039 (2.365977250612699) | > loss_disc_real_0: 0.11254395544528961 (0.12216272491675156) | > loss_disc_real_1: 0.24853365123271942 (0.1906575428751799) | > loss_disc_real_2: 0.20326024293899536 (0.2178348577939547) | > loss_disc_real_3: 0.3210972547531128 (0.273270016679397) | > loss_disc_real_4: 0.2766568660736084 (0.2741586279410582) | > loss_disc_real_5: 0.16791221499443054 (0.22138049854682043) | > loss_0: 2.481180191040039 (2.365977250612699) | > loss_gen: 2.5340468883514404 (2.492295118478628) | > loss_kl: 3.0148890018463135 (3.024665355682373) | > loss_feat: 8.001951217651367 (6.781222856961763) | > loss_mel: 16.515722274780273 (17.86387979067289) | > loss_duration: 2.2658441066741943 (2.342915553313035) | > loss_1: 32.33245086669922 (32.50497950040377)  --> STEP: 14 | > loss_disc: 2.360928535461426 (2.3656166281018938) | > loss_disc_real_0: 0.16130581498146057 (0.12495865992137364) | > loss_disc_real_1: 0.14756210148334503 (0.18757929706147738) | > loss_disc_real_2: 0.21352383494377136 (0.21752692759037018) | > loss_disc_real_3: 0.27352166175842285 (0.2732879913278988) | > loss_disc_real_4: 0.2586658298969269 (0.27305199950933456) | > loss_disc_real_5: 0.22864951193332672 (0.22189971378871373) | > loss_0: 2.360928535461426 (2.3656166281018938) | > loss_gen: 2.3789966106414795 (2.484202367918832) | > loss_kl: 3.5673248767852783 (3.063426750046866) | > loss_feat: 7.079571723937988 (6.8025334903172086) | > loss_mel: 20.668119430541992 (18.064182622092112) | > loss_duration: 2.4201741218566895 (2.348434022494725) | > loss_1: 36.11418533325195 (32.762779917035786)  --> STEP: 15 | > loss_disc: 2.342728614807129 (2.3640907605489097) | > loss_disc_real_0: 0.13631626963615417 (0.12571583390235902) | > loss_disc_real_1: 0.1270531862974167 (0.18354422301054002) | > loss_disc_real_2: 0.18861733376979828 (0.21559962133566538) | > loss_disc_real_3: 0.29061830043792725 (0.2744433452685674) | > loss_disc_real_4: 0.30585193634033203 (0.2752386619647344) | > loss_disc_real_5: 0.31082215905189514 (0.22782787680625916) | > loss_0: 2.342728614807129 (2.3640907605489097) | > loss_gen: 2.459413528442383 (2.482549778620402) | > loss_kl: 3.7931506633758545 (3.1120750109354653) | > loss_feat: 6.71962308883667 (6.797006130218506) | > loss_mel: 17.87158966064453 (18.05134309132894) | > loss_duration: 2.3872833251953125 (2.3510239760080975) | > loss_1: 33.23106002807617 (32.793998591105144)  --> STEP: 16 | > loss_disc: 2.6445541381835938 (2.3816197216510773) | > loss_disc_real_0: 0.17498356103897095 (0.12879506684839725) | > loss_disc_real_1: 0.19784516096115112 (0.1844380316324532) | > loss_disc_real_2: 0.18593063950538635 (0.21374530997127295) | > loss_disc_real_3: 0.2821773886680603 (0.2749267229810357) | > loss_disc_real_4: 0.38384488224983215 (0.282026550732553) | > loss_disc_real_5: 0.31900978088378906 (0.23352674581110477) | > loss_0: 2.6445541381835938 (2.3816197216510773) | > loss_gen: 2.65978741645813 (2.49362713098526) | > loss_kl: 2.3298521041870117 (3.063186079263687) | > loss_feat: 6.483243465423584 (6.777395963668823) | > loss_mel: 17.123807907104492 (17.99337214231491) | > loss_duration: 2.4122743606567383 (2.3548521250486374) | > loss_1: 31.00896453857422 (32.68243396282196)  --> STEP: 17 | > loss_disc: 2.583414077758789 (2.3934899778927075) | > loss_disc_real_0: 0.1328701227903366 (0.12903477602145252) | > loss_disc_real_1: 0.20586900413036346 (0.18569867707350673) | > loss_disc_real_2: 0.279569149017334 (0.21761730050339417) | > loss_disc_real_3: 0.3216940760612488 (0.27767774375046) | > loss_disc_real_4: 0.2846123278141022 (0.2821786552667618) | > loss_disc_real_5: 0.2435542792081833 (0.23411660071681528) | > loss_0: 2.583414077758789 (2.3934899778927075) | > loss_gen: 2.4250802993774414 (2.4895949644200943) | > loss_kl: 2.565359592437744 (3.033902168273926) | > loss_feat: 5.264795303344727 (6.688419454237994) | > loss_mel: 17.76627540588379 (17.980013510760138) | > loss_duration: 2.4673900604248047 (2.3614720036001766) | > loss_1: 30.488901138305664 (32.55340262020336)  --> STEP: 18 | > loss_disc: 2.3073668479919434 (2.388705359564887) | > loss_disc_real_0: 0.10273554921150208 (0.12757370786534417) | > loss_disc_real_1: 0.15742751955986023 (0.1841280572116375) | > loss_disc_real_2: 0.23016275465488434 (0.21831427017847696) | > loss_disc_real_3: 0.26143544912338257 (0.2767753940489557) | > loss_disc_real_4: 0.2746660113334656 (0.2817612861593564) | > loss_disc_real_5: 0.24593909084796906 (0.2347734057241016) | > loss_0: 2.3073668479919434 (2.388705359564887) | > loss_gen: 2.500077962875366 (2.490177353223165) | > loss_kl: 2.3437254428863525 (2.995559016863505) | > loss_feat: 7.254260063171387 (6.719855043623182) | > loss_mel: 18.369844436645508 (18.001670784420437) | > loss_duration: 2.2313108444213867 (2.354240828090244) | > loss_1: 32.69921875 (32.56150351630317)  --> STEP: 19 | > loss_disc: 2.311476469039917 (2.3846406811162044) | > loss_disc_real_0: 0.2123492956161499 (0.13203558090486026) | > loss_disc_real_1: 0.1905563324689865 (0.18446638748834007) | > loss_disc_real_2: 0.1446543037891388 (0.21443742984219602) | > loss_disc_real_3: 0.2468670904636383 (0.2752012728076232) | > loss_disc_real_4: 0.3277471363544464 (0.28418159406436116) | > loss_disc_real_5: 0.19545947015285492 (0.23270425122035177) | > loss_0: 2.311476469039917 (2.3846406811162044) | > loss_gen: 2.7627601623535156 (2.5045238168616044) | > loss_kl: 2.528111219406128 (2.9709565012078536) | > loss_feat: 7.9308247566223145 (6.783590291675768) | > loss_mel: 18.554603576660156 (18.03077251032779) | > loss_duration: 2.3384921550750732 (2.3534119505631295) | > loss_1: 34.11479187011719 (32.64325553492496)  --> STEP: 20 | > loss_disc: 2.400646448135376 (2.385440969467163) | > loss_disc_real_0: 0.2144221067428589 (0.13615490719676018) | > loss_disc_real_1: 0.2156556099653244 (0.1860258486121893) | > loss_disc_real_2: 0.22022415697574615 (0.21472676619887351) | > loss_disc_real_3: 0.30011606216430664 (0.27644701227545737) | > loss_disc_real_4: 0.2501755952835083 (0.2824812941253185) | > loss_disc_real_5: 0.2368239015340805 (0.2329102337360382) | > loss_0: 2.400646448135376 (2.385440969467163) | > loss_gen: 2.560100793838501 (2.507302665710449) | > loss_kl: 2.045325517654419 (2.924674952030182) | > loss_feat: 6.501181602478027 (6.769469857215881) | > loss_mel: 15.383004188537598 (17.89838409423828) | > loss_duration: 2.3486437797546387 (2.353173542022705) | > loss_1: 28.8382568359375 (32.45300559997558)  --> STEP: 21 | > loss_disc: 2.368016242980957 (2.3846112205868675) | > loss_disc_real_0: 0.17258015275001526 (0.13788944269929612) | > loss_disc_real_1: 0.15787388384342194 (0.1846852788612956) | > loss_disc_real_2: 0.2358713001012802 (0.2157336487656548) | > loss_disc_real_3: 0.24643130600452423 (0.27501769292922246) | > loss_disc_real_4: 0.29201430082321167 (0.2829352468252182) | > loss_disc_real_5: 0.24476833641529083 (0.23347490529219309) | > loss_0: 2.368016242980957 (2.3846112205868675) | > loss_gen: 2.6494479179382324 (2.5140714872451055) | > loss_kl: 1.9186770915985107 (2.8767702920096263) | > loss_feat: 6.025641918182373 (6.734049479166667) | > loss_mel: 16.692087173461914 (17.84094138372512) | > loss_duration: 2.1682400703430176 (2.344367186228434) | > loss_1: 29.45409393310547 (32.31020028250558)  --> STEP: 22 | > loss_disc: 2.570585250854492 (2.3930645855990322) | > loss_disc_real_0: 0.11193069815635681 (0.13670949976552615) | > loss_disc_real_1: 0.21093374490737915 (0.1858783909542994) | > loss_disc_real_2: 0.21534463763237 (0.21571596644141458) | > loss_disc_real_3: 0.2933668792247772 (0.2758517468517477) | > loss_disc_real_4: 0.3374994397163391 (0.28541543741117825) | > loss_disc_real_5: 0.28487834334373474 (0.2358114252036268) | > loss_0: 2.570585250854492 (2.3930645855990322) | > loss_gen: 2.430441379547119 (2.510270118713379) | > loss_kl: 2.2963123321533203 (2.8503858392888852) | > loss_feat: 6.814799785614014 (6.737719947641546) | > loss_mel: 18.472545623779297 (17.869650667363945) | > loss_duration: 2.190369129180908 (2.3373672745444556) | > loss_1: 32.2044677734375 (32.305394259366125)  --> STEP: 23 | > loss_disc: 2.6268608570098877 (2.403229640877765) | > loss_disc_real_0: 0.15957622230052948 (0.137703705093135) | > loss_disc_real_1: 0.22893711924552917 (0.18775050957565723) | > loss_disc_real_2: 0.20734690129756927 (0.21535209404385608) | > loss_disc_real_3: 0.2542176842689514 (0.27491113543510437) | > loss_disc_real_4: 0.2855093777179718 (0.2854195217723432) | > loss_disc_real_5: 0.24816007912158966 (0.23634832320005997) | > loss_0: 2.6268608570098877 (2.403229640877765) | > loss_gen: 2.2243707180023193 (2.497839709986811) | > loss_kl: 2.5673253536224365 (2.8380788616512134) | > loss_feat: 6.730837821960449 (6.737420724785847) | > loss_mel: 17.04813575744629 (17.83393262780231) | > loss_duration: 2.269207000732422 (2.334403784378715) | > loss_1: 30.839876174926758 (32.241676081781804)  --> STEP: 24 | > loss_disc: 2.5322461128234863 (2.408605327208837) | > loss_disc_real_0: 0.14257073402404785 (0.13790649796525636) | > loss_disc_real_1: 0.20021715760231018 (0.18826995324343443) | > loss_disc_real_2: 0.1991758793592453 (0.21467808509866396) | > loss_disc_real_3: 0.31705930829048157 (0.2766673093040784) | > loss_disc_real_4: 0.2863662838935852 (0.2854589701940616) | > loss_disc_real_5: 0.22750891745090485 (0.23598001462717852) | > loss_0: 2.5322461128234863 (2.408605327208837) | > loss_gen: 2.210928440093994 (2.485885073741277) | > loss_kl: 2.464125871658325 (2.8224974870681763) | > loss_feat: 6.037497520446777 (6.708257257938385) | > loss_mel: 17.95602035522461 (17.839019616444904) | > loss_duration: 2.422725200653076 (2.3380838433901467) | > loss_1: 31.091297149658203 (32.19374362627665)  --> STEP: 25 | > loss_disc: 2.6624298095703125 (2.418758306503296) | > loss_disc_real_0: 0.13021712005138397 (0.13759892284870148) | > loss_disc_real_1: 0.3077448308467865 (0.1930489483475685) | > loss_disc_real_2: 0.311827152967453 (0.21856404781341554) | > loss_disc_real_3: 0.2814883291721344 (0.27686015009880066) | > loss_disc_real_4: 0.34829777479171753 (0.28797252237796783) | > loss_disc_real_5: 0.31727856397628784 (0.23923195660114288) | > loss_0: 2.6624298095703125 (2.418758306503296) | > loss_gen: 2.66182541847229 (2.4929226875305175) | > loss_kl: 2.916923761367798 (2.826274538040161) | > loss_feat: 6.223269939422607 (6.688857765197754) | > loss_mel: 16.28626823425293 (17.776909561157225) | > loss_duration: 2.3733606338500977 (2.339494915008545) | > loss_1: 30.461647033691406 (32.124459762573245)  --> STEP: 26 | > loss_disc: 2.7513999938964844 (2.43155221755688) | > loss_disc_real_0: 0.1670711636543274 (0.13873247057199478) | > loss_disc_real_1: 0.33224228024482727 (0.1984025380359246) | > loss_disc_real_2: 0.3080021142959595 (0.22200397344735953) | > loss_disc_real_3: 0.3319051265716553 (0.27897726457852584) | > loss_disc_real_4: 0.3452907204627991 (0.29017706845815366) | > loss_disc_real_5: 0.2955186367034912 (0.24139682891277167) | > loss_0: 2.7513999938964844 (2.43155221755688) | > loss_gen: 2.3791329860687256 (2.488546160551218) | > loss_kl: 2.550732135772705 (2.815676753337567) | > loss_feat: 4.6197686195373535 (6.609277413441585) | > loss_mel: 11.94354248046875 (17.552549288823055) | > loss_duration: 2.279369831085205 (2.3371824117807245) | > loss_1: 23.772546768188477 (31.803232339712295) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023949054571298454 (+0.00016626027914193927) | > avg_loss_disc: 2.43155221755688 (-0.021520687983586306) | > avg_loss_disc_real_0: 0.13873247057199478 (-0.07012995045918685) | > avg_loss_disc_real_1: 0.1984025380359246 (-0.019416392136078625) | > avg_loss_disc_real_2: 0.22200397344735953 (+0.012920892582489907) | > avg_loss_disc_real_3: 0.27897726457852584 (+0.05922011171395963) | > avg_loss_disc_real_4: 0.29017706845815366 (+0.038704956380220534) | > avg_loss_disc_real_5: 0.24139682891277167 (-0.002249010766928017) | > avg_loss_0: 2.43155221755688 (-0.021520687983586306) | > avg_loss_gen: 2.488546160551218 (-0.03592956066131592) | > avg_loss_kl: 2.815676753337567 (+0.02070718545180128) | > avg_loss_feat: 6.609277413441585 (-0.4868643834040718) | > avg_loss_mel: 17.552549288823055 (+0.0035155736483076794) | > avg_loss_duration: 2.3371824117807245 (+0.006515227831327408) | > avg_loss_1: 31.803232339712295 (-0.49205574622520487)  > EPOCH: 550/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:23:55)   --> TIME: 2024-06-11 15:24:05 -- STEP: 24/330 -- GLOBAL_STEP: 269525 | > loss_disc: 2.387429714202881 (2.334013839562734) | > loss_disc_real_0: 0.11721613258123398 (0.10543813401212294) | > loss_disc_real_1: 0.19698256254196167 (0.20102880895137787) | > loss_disc_real_2: 0.19892644882202148 (0.2060180710007747) | > loss_disc_real_3: 0.24319832026958466 (0.22491927755375704) | > loss_disc_real_4: 0.23749618232250214 (0.23074514046311378) | > loss_disc_real_5: 0.2194298356771469 (0.22301766835153103) | > loss_0: 2.387429714202881 (2.334013839562734) | > grad_norm_0: tensor(16.8866, device='cuda:0') (tensor(10.7095, device='cuda:0')) | > loss_gen: 2.5362415313720703 (2.5032237172126766) | > loss_kl: 1.9252934455871582 (1.8941291471322377) | > loss_feat: 7.331597805023193 (6.9872336983680725) | > loss_mel: 17.487964630126953 (17.89565889040629) | > loss_duration: 1.999837875366211 (2.0642050455013914) | > loss_1: 31.280935287475586 (31.34445023536682) | > grad_norm_1: tensor(101.4803, device='cuda:0') (tensor(101.6805, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3518 (0.357129951318105) | > loader_time: 0.0029 (0.0030757784843444824)  --> TIME: 2024-06-11 15:24:14 -- STEP: 49/330 -- GLOBAL_STEP: 269550 | > loss_disc: 2.288679838180542 (2.3495343899240297) | > loss_disc_real_0: 0.0825921893119812 (0.10919974592267251) | > loss_disc_real_1: 0.20885565876960754 (0.20223599094517378) | > loss_disc_real_2: 0.1793445646762848 (0.2114535755648905) | > loss_disc_real_3: 0.19468314945697784 (0.2253601119226339) | > loss_disc_real_4: 0.19726310670375824 (0.22833671375196807) | > loss_disc_real_5: 0.18851831555366516 (0.2203043486390795) | > loss_0: 2.288679838180542 (2.3495343899240297) | > grad_norm_0: tensor(11.3978, device='cuda:0') (tensor(10.8680, device='cuda:0')) | > loss_gen: 2.428913116455078 (2.480650741226818) | > loss_kl: 1.9969463348388672 (1.898101526863721) | > loss_feat: 6.744388580322266 (6.949834784682916) | > loss_mel: 17.53162384033203 (17.810978013641975) | > loss_duration: 1.9561033248901367 (2.0276652696181316) | > loss_1: 30.657974243164062 (31.167230333600724) | > grad_norm_1: tensor(227.3211, device='cuda:0') (tensor(114.3514, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3764 (0.3582888719986895) | > loader_time: 0.0034 (0.0032051826009944994)  --> TIME: 2024-06-11 15:24:24 -- STEP: 74/330 -- GLOBAL_STEP: 269575 | > loss_disc: 2.2027382850646973 (2.3456455082506746) | > loss_disc_real_0: 0.06557618081569672 (0.10969087743275874) | > loss_disc_real_1: 0.15654775500297546 (0.1996361899214822) | > loss_disc_real_2: 0.19167281687259674 (0.2111986833246979) | > loss_disc_real_3: 0.2185847908258438 (0.22636028922892906) | > loss_disc_real_4: 0.23148375749588013 (0.22975843742087082) | > loss_disc_real_5: 0.2178197205066681 (0.22126126430324605) | > loss_0: 2.2027382850646973 (2.3456455082506746) | > grad_norm_0: tensor(22.4206, device='cuda:0') (tensor(16.3860, device='cuda:0')) | > loss_gen: 2.7150774002075195 (2.4928945915119067) | > loss_kl: 2.0708892345428467 (1.9178961853723269) | > loss_feat: 8.281160354614258 (7.016267654058096) | > loss_mel: 18.295154571533203 (17.795966406126276) | > loss_duration: 1.9428246021270752 (2.013307785665668) | > loss_1: 33.30510711669922 (31.236332790271657) | > grad_norm_1: tensor(255.0043, device='cuda:0') (tensor(179.2270, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3491 (0.3605252633223661) | > loader_time: 0.0037 (0.003334174285063872)  --> TIME: 2024-06-11 15:24:33 -- STEP: 99/330 -- GLOBAL_STEP: 269600 | > loss_disc: 2.4117655754089355 (2.3365233811465176) | > loss_disc_real_0: 0.13020846247673035 (0.10839546885755327) | > loss_disc_real_1: 0.18744510412216187 (0.20005294785957145) | > loss_disc_real_2: 0.20235806703567505 (0.20985205456463982) | > loss_disc_real_3: 0.22810561954975128 (0.22702893298683743) | > loss_disc_real_4: 0.18812057375907898 (0.22692501048247019) | > loss_disc_real_5: 0.21899206936359406 (0.22176730542471915) | > loss_0: 2.4117655754089355 (2.3365233811465176) | > grad_norm_0: tensor(18.8598, device='cuda:0') (tensor(18.7514, device='cuda:0')) | > loss_gen: 2.3397111892700195 (2.524323222613094) | > loss_kl: 1.9364770650863647 (1.9189133716352058) | > loss_feat: 7.03452205657959 (7.066689221545904) | > loss_mel: 17.940494537353516 (17.752959222504572) | > loss_duration: 2.0222737789154053 (2.011521172041846) | > loss_1: 31.273479461669922 (31.274406394573173) | > grad_norm_1: tensor(199.4390, device='cuda:0') (tensor(210.3929, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3756 (0.3616344278508966) | > loader_time: 0.0036 (0.003439089264532532)  --> TIME: 2024-06-11 15:24:43 -- STEP: 124/330 -- GLOBAL_STEP: 269625 | > loss_disc: 2.3519794940948486 (2.3415091306932503) | > loss_disc_real_0: 0.11534154415130615 (0.10759287507783982) | > loss_disc_real_1: 0.1713651716709137 (0.19863617972981545) | > loss_disc_real_2: 0.20412106812000275 (0.20993876973948175) | > loss_disc_real_3: 0.20313946902751923 (0.2284454104881133) | > loss_disc_real_4: 0.2390586882829666 (0.22872553044749844) | > loss_disc_real_5: 0.21277445554733276 (0.22259141276440314) | > loss_0: 2.3519794940948486 (2.3415091306932503) | > grad_norm_0: tensor(6.4238, device='cuda:0') (tensor(21.0461, device='cuda:0')) | > loss_gen: 2.4151787757873535 (2.528059596015561) | > loss_kl: 1.8909168243408203 (1.928349147881231) | > loss_feat: 7.923840045928955 (7.0698578319241925) | > loss_mel: 17.701187133789062 (17.741832625481376) | > loss_duration: 2.0224833488464355 (2.0137442648410806) | > loss_1: 31.95360565185547 (31.281843631498276) | > grad_norm_1: tensor(100.3096, device='cuda:0') (tensor(237.5465, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3792 (0.36419156482142784) | > loader_time: 0.0038 (0.00353489383574455)  --> TIME: 2024-06-11 15:24:52 -- STEP: 149/330 -- GLOBAL_STEP: 269650 | > loss_disc: 2.335306167602539 (2.33977980261681) | > loss_disc_real_0: 0.10707197338342667 (0.10882865952565365) | > loss_disc_real_1: 0.2222311794757843 (0.19800789004204258) | > loss_disc_real_2: 0.22705332934856415 (0.20943289435149845) | > loss_disc_real_3: 0.2304091900587082 (0.22894947760857193) | > loss_disc_real_4: 0.24293939769268036 (0.22956337074705419) | > loss_disc_real_5: 0.2656761705875397 (0.2227369959922445) | > loss_0: 2.335306167602539 (2.33977980261681) | > grad_norm_0: tensor(37.1246, device='cuda:0') (tensor(22.0495, device='cuda:0')) | > loss_gen: 2.5302116870880127 (2.5261536380588603) | > loss_kl: 1.9823811054229736 (1.933768326804142) | > loss_feat: 6.912319660186768 (7.071238735378189) | > loss_mel: 17.547536849975586 (17.708837957190177) | > loss_duration: 2.044038772583008 (2.0167673354180877) | > loss_1: 31.016489028930664 (31.256766108058443) | > grad_norm_1: tensor(175.1758, device='cuda:0') (tensor(254.8651, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3652 (0.3660194521782381) | > loader_time: 0.004 (0.00362456724947731)  --> TIME: 2024-06-11 15:25:02 -- STEP: 174/330 -- GLOBAL_STEP: 269675 | > loss_disc: 2.3336243629455566 (2.339905046868597) | > loss_disc_real_0: 0.10508072376251221 (0.11003349156215272) | > loss_disc_real_1: 0.19295842945575714 (0.19795104655726198) | > loss_disc_real_2: 0.22686226665973663 (0.2097165397015112) | > loss_disc_real_3: 0.20907656848430634 (0.2280195001726863) | > loss_disc_real_4: 0.2287531942129135 (0.22938704764705964) | > loss_disc_real_5: 0.2125629335641861 (0.22251745030797762) | > loss_0: 2.3336243629455566 (2.339905046868597) | > grad_norm_0: tensor(34.2289, device='cuda:0') (tensor(23.0163, device='cuda:0')) | > loss_gen: 2.369791269302368 (2.522515751849646) | > loss_kl: 1.9711116552352905 (1.9406939525713867) | > loss_feat: 6.929982662200928 (7.07236018674127) | > loss_mel: 17.173521041870117 (17.670412852846333) | > loss_duration: 2.1210579872131348 (2.0213523788013688) | > loss_1: 30.56546401977539 (31.227335195431763) | > grad_norm_1: tensor(306.6192, device='cuda:0') (tensor(263.0835, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.4079 (0.3695475657780965) | > loader_time: 0.0041 (0.0037423440779762707)  --> TIME: 2024-06-11 15:25:12 -- STEP: 199/330 -- GLOBAL_STEP: 269700 | > loss_disc: 2.325660467147827 (2.3425023519813117) | > loss_disc_real_0: 0.09259501099586487 (0.11169282987189652) | > loss_disc_real_1: 0.20236095786094666 (0.19825390318230765) | > loss_disc_real_2: 0.23509939014911652 (0.20943704883956438) | > loss_disc_real_3: 0.26579487323760986 (0.22890293074013598) | > loss_disc_real_4: 0.23713506758213043 (0.2291289389732495) | > loss_disc_real_5: 0.23871487379074097 (0.22213649188154308) | > loss_0: 2.325660467147827 (2.3425023519813117) | > grad_norm_0: tensor(34.9682, device='cuda:0') (tensor(25.7818, device='cuda:0')) | > loss_gen: 2.4791221618652344 (2.5249706488757884) | > loss_kl: 1.8694897890090942 (1.9475454235795755) | > loss_feat: 6.767908096313477 (7.07755087608069) | > loss_mel: 17.982702255249023 (17.645117112739594) | > loss_duration: 2.153139114379883 (2.0296020783371667) | > loss_1: 31.252361297607422 (31.224786221681526) | > grad_norm_1: tensor(306.1613, device='cuda:0') (tensor(281.9562, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3885 (0.3720873839891137) | > loader_time: 0.0045 (0.0038497543814194264)  --> TIME: 2024-06-11 15:25:22 -- STEP: 224/330 -- GLOBAL_STEP: 269725 | > loss_disc: 2.466323137283325 (2.3496694745762) | > loss_disc_real_0: 0.14194011688232422 (0.11269660693194185) | > loss_disc_real_1: 0.16596835851669312 (0.19864213593038063) | > loss_disc_real_2: 0.24057576060295105 (0.21035311617223287) | > loss_disc_real_3: 0.23622450232505798 (0.2293833814162229) | > loss_disc_real_4: 0.20636317133903503 (0.22902169936735714) | > loss_disc_real_5: 0.23333479464054108 (0.22210124886727758) | > loss_0: 2.466323137283325 (2.3496694745762) | > grad_norm_0: tensor(34.1164, device='cuda:0') (tensor(27.6524, device='cuda:0')) | > loss_gen: 2.3957533836364746 (2.523170092276165) | > loss_kl: 1.9765148162841797 (1.9522832525627953) | > loss_feat: 7.238856315612793 (7.073068229215486) | > loss_mel: 17.46991729736328 (17.59452521800994) | > loss_duration: 2.154395580291748 (2.0369432802711214) | > loss_1: 31.235437393188477 (31.179990112781525) | > grad_norm_1: tensor(191.8944, device='cuda:0') (tensor(296.8129, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.3941 (0.3754418417811394) | > loader_time: 0.005 (0.003980860114097592)  --> TIME: 2024-06-11 15:25:33 -- STEP: 249/330 -- GLOBAL_STEP: 269750 | > loss_disc: 2.3897929191589355 (2.3518501285568294) | > loss_disc_real_0: 0.2035321146249771 (0.11415996486283689) | > loss_disc_real_1: 0.18472450971603394 (0.19889385357918027) | > loss_disc_real_2: 0.23789796233177185 (0.21031982999250118) | > loss_disc_real_3: 0.2543463706970215 (0.22904082097442274) | > loss_disc_real_4: 0.278743177652359 (0.22887892314947275) | > loss_disc_real_5: 0.25490450859069824 (0.22263829368185326) | > loss_0: 2.3897929191589355 (2.3518501285568294) | > grad_norm_0: tensor(32.7996, device='cuda:0') (tensor(29.6700, device='cuda:0')) | > loss_gen: 2.693681240081787 (2.5212312003216115) | > loss_kl: 2.07232928276062 (1.956257462980278) | > loss_feat: 6.898766040802002 (7.059135278065999) | > loss_mel: 17.159671783447266 (17.56334262679379) | > loss_duration: 2.124484062194824 (2.045090083616326) | > loss_1: 30.948932647705078 (31.145056674758113) | > grad_norm_1: tensor(410.9146, device='cuda:0') (tensor(310.5366, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.4114 (0.3792666977189152) | > loader_time: 0.0055 (0.004118579458520114)  --> TIME: 2024-06-11 15:25:44 -- STEP: 274/330 -- GLOBAL_STEP: 269775 | > loss_disc: 2.430894374847412 (2.3543358640949217) | > loss_disc_real_0: 0.11831317096948624 (0.11476906712581642) | > loss_disc_real_1: 0.18582767248153687 (0.1989791393280029) | > loss_disc_real_2: 0.2162439078092575 (0.21051963244693997) | > loss_disc_real_3: 0.22411270439624786 (0.2293156163535849) | > loss_disc_real_4: 0.22125332057476044 (0.22924715024928977) | > loss_disc_real_5: 0.21854951977729797 (0.22304403466464826) | > loss_0: 2.430894374847412 (2.3543358640949217) | > grad_norm_0: tensor(57.2873, device='cuda:0') (tensor(29.5335, device='cuda:0')) | > loss_gen: 2.413106679916382 (2.512640343095265) | > loss_kl: 1.9963072538375854 (1.96076432936383) | > loss_feat: 6.970494747161865 (7.050112508509281) | > loss_mel: 15.935565948486328 (17.513197717875453) | > loss_duration: 2.1344246864318848 (2.0534610313220614) | > loss_1: 29.44989776611328 (31.090175921029417) | > grad_norm_1: tensor(579.7134, device='cuda:0') (tensor(313.9738, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.4398 (0.38417281808644316) | > loader_time: 0.0061 (0.004271069582361373)  --> TIME: 2024-06-11 15:25:56 -- STEP: 299/330 -- GLOBAL_STEP: 269800 | > loss_disc: 2.4854648113250732 (2.3594356492211586) | > loss_disc_real_0: 0.1265389323234558 (0.11596256751180892) | > 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loader_time: 0.0065 (0.004447216971662134)  --> TIME: 2024-06-11 15:26:09 -- STEP: 324/330 -- GLOBAL_STEP: 269825 | > loss_disc: 2.4399778842926025 (2.3620068820906277) | > loss_disc_real_0: 0.14355182647705078 (0.11770955562867501) | > loss_disc_real_1: 0.17862260341644287 (0.19931020164563332) | > loss_disc_real_2: 0.2044726312160492 (0.21131598015810246) | > loss_disc_real_3: 0.18456628918647766 (0.2295569132691548) | > loss_disc_real_4: 0.16251865029335022 (0.22964117694416164) | > loss_disc_real_5: 0.19959084689617157 (0.2228540408850452) | > loss_0: 2.4399778842926025 (2.3620068820906277) | > grad_norm_0: tensor(81.5177, device='cuda:0') (tensor(31.0597, device='cuda:0')) | > loss_gen: 2.262140989303589 (2.5035107812763733) | > loss_kl: 2.155141592025757 (1.9718957756772453) | > loss_feat: 10.743598937988281 (7.097040274996815) | > loss_mel: 17.688852310180664 (17.420871210686954) | > loss_duration: 2.267530918121338 (2.0782800066618266) | > loss_1: 35.11726760864258 (31.071598052978516) | > grad_norm_1: tensor(587.5354, device='cuda:0') (tensor(330.4053, device='cuda:0')) | > current_lr_0: 0.00018671120584011928 | > current_lr_1: 0.00018671120584011928 | > step_time: 0.5748 (0.40108989197530853) | > loader_time: 0.0089 (0.004727643213154357)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6591849327087402 (2.6591849327087402) | > loss_disc_real_0: 0.10216361284255981 (0.10216361284255981) | > loss_disc_real_1: 0.2993466854095459 (0.2993466854095459) | > loss_disc_real_2: 0.2689233422279358 (0.2689233422279358) | > loss_disc_real_3: 0.26448482275009155 (0.26448482275009155) | > loss_disc_real_4: 0.22496819496154785 (0.22496819496154785) | > loss_disc_real_5: 0.2516176998615265 (0.2516176998615265) | > loss_0: 2.6591849327087402 (2.6591849327087402) | > loss_gen: 2.0336339473724365 (2.0336339473724365) | > loss_kl: 2.035086154937744 (2.035086154937744) | > loss_feat: 5.7040910720825195 (5.7040910720825195) | > loss_mel: 14.560863494873047 (14.560863494873047) | > loss_duration: 2.8599886894226074 (2.8599886894226074) | > loss_1: 27.19366455078125 (27.19366455078125)  --> STEP: 1 | > loss_disc: 2.1261520385742188 (2.1261520385742188) | > loss_disc_real_0: 0.07246096432209015 (0.07246096432209015) | > loss_disc_real_1: 0.1375255435705185 (0.1375255435705185) | > loss_disc_real_2: 0.18305902183055878 (0.18305902183055878) | > loss_disc_real_3: 0.1817895919084549 (0.1817895919084549) | > loss_disc_real_4: 0.15455573797225952 (0.15455573797225952) | > loss_disc_real_5: 0.14723220467567444 (0.14723220467567444) | > loss_0: 2.1261520385742188 (2.1261520385742188) | > loss_gen: 2.1769418716430664 (2.1769418716430664) | > loss_kl: 2.654930353164673 (2.654930353164673) | > loss_feat: 7.150134086608887 (7.150134086608887) | > loss_mel: 19.04438018798828 (19.04438018798828) | > loss_duration: 2.399986982345581 (2.399986982345581) | > loss_1: 33.42637252807617 (33.42637252807617)  --> STEP: 2 | > loss_disc: 2.504242420196533 (2.315197229385376) | > loss_disc_real_0: 0.03863270953297615 (0.05554683692753315) | > loss_disc_real_1: 0.21237097680568695 (0.17494826018810272) | > loss_disc_real_2: 0.18381048738956451 (0.18343475461006165) | > loss_disc_real_3: 0.23358449339866638 (0.20768704265356064) | > loss_disc_real_4: 0.21020305156707764 (0.18237939476966858) | > loss_disc_real_5: 0.2292083203792572 (0.18822026252746582) | > loss_0: 2.504242420196533 (2.315197229385376) | > loss_gen: 1.892585039138794 (2.03476345539093) | > loss_kl: 3.0188233852386475 (2.83687686920166) | > loss_feat: 5.753468990325928 (6.451801538467407) | > loss_mel: 18.644601821899414 (18.844491004943848) | > loss_duration: 2.4277515411376953 (2.413869261741638) | > loss_1: 31.73723030090332 (32.581801414489746)  --> STEP: 3 | > loss_disc: 2.2707226276397705 (2.300372362136841) | > loss_disc_real_0: 0.05571885034441948 (0.055604174733161926) | > loss_disc_real_1: 0.17299772799015045 (0.1742980827887853) | > loss_disc_real_2: 0.14745496213436127 (0.17144149045149484) | > loss_disc_real_3: 0.22611971199512482 (0.21383126576741537) | > loss_disc_real_4: 0.22311706840991974 (0.19595861931641897) | > loss_disc_real_5: 0.19659791886806488 (0.19101281464099884) | > loss_0: 2.2707226276397705 (2.300372362136841) | > loss_gen: 2.219390869140625 (2.0963059266408286) | > loss_kl: 3.292071580886841 (2.988608439763387) | > loss_feat: 6.87622594833374 (6.593276341756185) | > loss_mel: 16.735654830932617 (18.14154561360677) | > loss_duration: 2.304851531982422 (2.377530018488566) | > loss_1: 31.42819595336914 (32.197266260782875)  --> STEP: 4 | > loss_disc: 2.341505527496338 (2.310655653476715) | > loss_disc_real_0: 0.11103984713554382 (0.0694630928337574) | > loss_disc_real_1: 0.2705775499343872 (0.19836794957518578) | > loss_disc_real_2: 0.21644778549671173 (0.18269306421279907) | > loss_disc_real_3: 0.1864459216594696 (0.20698492974042892) | > loss_disc_real_4: 0.19095252454280853 (0.19470709562301636) | > loss_disc_real_5: 0.14879465103149414 (0.18045827373862267) | > loss_0: 2.341505527496338 (2.310655653476715) | > loss_gen: 2.251075506210327 (2.134998321533203) | > loss_kl: 3.6389572620391846 (3.1511956453323364) | > loss_feat: 6.256109714508057 (6.508984684944153) | > loss_mel: 17.079883575439453 (17.87613010406494) | > loss_duration: 2.3283820152282715 (2.3652430176734924) | > loss_1: 31.55440902709961 (32.03655195236206)  --> STEP: 5 | > loss_disc: 2.5298519134521484 (2.354494905471802) | > loss_disc_real_0: 0.19266459345817566 (0.09410339295864105) | > loss_disc_real_1: 0.2619349956512451 (0.21108135879039763) | > loss_disc_real_2: 0.28144901990890503 (0.20244425535202026) | > loss_disc_real_3: 0.2678113281726837 (0.21915020942687988) | > loss_disc_real_4: 0.22459077835083008 (0.2006838321685791) | > loss_disc_real_5: 0.25298061966896057 (0.19496274292469024) | > loss_0: 2.5298519134521484 (2.354494905471802) | > loss_gen: 2.531130313873291 (2.2142247200012206) | > loss_kl: 2.555575132369995 (3.0320715427398683) | > loss_feat: 4.9459004402160645 (6.196367835998535) | > loss_mel: 18.251689910888672 (17.95124206542969) | > loss_duration: 2.458254814147949 (2.3838453769683836) | > loss_1: 30.742549896240234 (31.777751541137697)  --> STEP: 6 | > loss_disc: 2.3171603679656982 (2.3482724825541177) | > loss_disc_real_0: 0.1332092136144638 (0.10062102973461151) | > loss_disc_real_1: 0.23430174589157104 (0.2149514233072599) | > loss_disc_real_2: 0.18512670695781708 (0.19955799728631973) | > loss_disc_real_3: 0.19524681568145752 (0.21516631046930948) | > loss_disc_real_4: 0.18335063755512238 (0.19779496639966965) | > loss_disc_real_5: 0.1448582261800766 (0.1866119901339213) | > loss_0: 2.3171603679656982 (2.3482724825541177) | > loss_gen: 2.278918743133545 (2.2250070571899414) | > loss_kl: 3.274186372756958 (3.0724240144093833) | > loss_feat: 7.597055912017822 (6.429815848668416) | > loss_mel: 18.845264434814453 (18.10024579366048) | > loss_duration: 2.2305474281311035 (2.358295718828837) | > loss_1: 34.225975036621094 (32.185788790384926)  --> STEP: 7 | > loss_disc: 2.2647554874420166 (2.336341483252389) | > loss_disc_real_0: 0.11609785258769989 (0.10283200442790985) | > loss_disc_real_1: 0.2075413018465042 (0.21389283452715194) | > loss_disc_real_2: 0.18103274703025818 (0.19691153296402522) | > loss_disc_real_3: 0.2576378583908081 (0.221233674458095) | > loss_disc_real_4: 0.25338634848594666 (0.20573659241199493) | > loss_disc_real_5: 0.26016807556152344 (0.19712000233786448) | > loss_0: 2.2647554874420166 (2.336341483252389) | > loss_gen: 2.6979801654815674 (2.292574644088745) | > loss_kl: 3.8503289222717285 (3.1835532869611467) | > loss_feat: 7.373647212982178 (6.564648900713239) | > loss_mel: 19.664621353149414 (18.323728016444615) | > loss_duration: 2.5689945220947266 (2.3883955478668213) | > loss_1: 36.15557098388672 (32.75290053231375)  --> STEP: 8 | > loss_disc: 2.3494579792022705 (2.3379810452461243) | > loss_disc_real_0: 0.18540030717849731 (0.11315304227173328) | > loss_disc_real_1: 0.2636086940765381 (0.2201073169708252) | > loss_disc_real_2: 0.13927578926086426 (0.1897070650011301) | > loss_disc_real_3: 0.21094708144664764 (0.21994785033166409) | > loss_disc_real_4: 0.1498997062444687 (0.19875698164105415) | > loss_disc_real_5: 0.11499952524900436 (0.18685494270175695) | > loss_0: 2.3494579792022705 (2.3379810452461243) | > loss_gen: 2.1472384929656982 (2.2744076251983643) | > loss_kl: 2.8645358085632324 (3.1436761021614075) | > loss_feat: 11.474359512329102 (7.178362727165222) | > loss_mel: 17.186866760253906 (18.181620359420776) | > loss_duration: 2.273702383041382 (2.3740589022636414) | > loss_1: 35.94670104980469 (33.15212559700012)  --> STEP: 9 | > loss_disc: 2.253551959991455 (2.328600035773383) | > loss_disc_real_0: 0.0879673883318901 (0.11035463627841738) | > loss_disc_real_1: 0.18988847732543945 (0.2167496681213379) | > loss_disc_real_2: 0.20073625445365906 (0.19093253049585554) | > loss_disc_real_3: 0.2331659346818924 (0.22141652637057835) | > loss_disc_real_4: 0.19826123118400574 (0.19870189825693765) | > loss_disc_real_5: 0.19918596744537354 (0.1882250565621588) | > loss_0: 2.253551959991455 (2.328600035773383) | > loss_gen: 2.4458765983581543 (2.29345973332723) | > loss_kl: 2.9734139442443848 (3.1247580846150718) | > loss_feat: 8.138912200927734 (7.285090446472168) | > loss_mel: 18.22231674194336 (18.186142179701065) | > loss_duration: 2.146272897720337 (2.3487493462032742) | > loss_1: 33.92679214477539 (33.238199657864044)  --> STEP: 10 | > loss_disc: 2.723471164703369 (2.368087148666382) | > loss_disc_real_0: 0.1758459508419037 (0.116903767734766) | > loss_disc_real_1: 0.24800129234790802 (0.2198748305439949) | > loss_disc_real_2: 0.22571077942848206 (0.1944103553891182) | > loss_disc_real_3: 0.25182557106018066 (0.22445743083953856) | > loss_disc_real_4: 0.26272052526474 (0.2051037609577179) | > loss_disc_real_5: 0.3142586350440979 (0.2008284144103527) | > loss_0: 2.723471164703369 (2.368087148666382) | > loss_gen: 2.0223660469055176 (2.2663503646850587) | > loss_kl: 2.493155002593994 (3.061597776412964) | > loss_feat: 4.235025882720947 (6.980083990097046) | > loss_mel: 13.846354484558105 (17.752163410186768) | > loss_duration: 2.3419015407562256 (2.3480645656585692) | > loss_1: 24.93880271911621 (32.40825996398926)  --> STEP: 11 | > loss_disc: 2.5713541507720947 (2.3865659670396284) | > loss_disc_real_0: 0.12740418314933777 (0.11785835095427254) | > loss_disc_real_1: 0.22501923143863678 (0.22034250335259872) | > loss_disc_real_2: 0.19901901483535767 (0.19482932442968542) | > loss_disc_real_3: 0.2270451784133911 (0.2246926806189797) | > loss_disc_real_4: 0.18092022836208344 (0.2029052579944784) | > loss_disc_real_5: 0.2108183056116104 (0.20173658633773978) | > loss_0: 2.5713541507720947 (2.3865659670396284) | > loss_gen: 1.986854076385498 (2.2409416112032803) | > loss_kl: 3.5760409832000732 (3.1083653406663374) | > loss_feat: 7.076832294464111 (6.988879290494052) | > loss_mel: 17.503639221191406 (17.72957030209628) | > loss_duration: 2.4821972846984863 (2.360258449207653) | > loss_1: 32.62556457519531 (32.42801492864435)  --> STEP: 12 | > loss_disc: 2.4981236457824707 (2.3958624402681985) | > loss_disc_real_0: 0.09456081688404083 (0.11591688978175323) | > loss_disc_real_1: 0.28964123129844666 (0.22611739734808603) | > loss_disc_real_2: 0.31859585642814636 (0.20514320209622383) | > loss_disc_real_3: 0.20579500496387482 (0.22311787431438765) | > loss_disc_real_4: 0.2144196331501007 (0.20386478925744692) | > loss_disc_real_5: 0.28173062205314636 (0.20840275598069033) | > loss_0: 2.4981236457824707 (2.3958624402681985) | > loss_gen: 2.348785638809204 (2.249928613503774) | > loss_kl: 2.8615450859069824 (3.087796986103058) | > loss_feat: 7.499470233917236 (7.031428535779317) | > loss_mel: 18.592388153076172 (17.801471789677937) | > loss_duration: 2.2539196014404297 (2.3513968785603843) | > loss_1: 33.55610656738281 (32.522022565205894)  --> STEP: 13 | > loss_disc: 2.4472527503967285 (2.3998155410473165) | > loss_disc_real_0: 0.07570390403270721 (0.11282358318567276) | > loss_disc_real_1: 0.2595495581626892 (0.22868910202613243) | > loss_disc_real_2: 0.21794003248214722 (0.2061275736643718) | > loss_disc_real_3: 0.26408135890960693 (0.22626891159094298) | > loss_disc_real_4: 0.14792922139167786 (0.19956205326777238) | > loss_disc_real_5: 0.15728987753391266 (0.20447099610016897) | > loss_0: 2.4472527503967285 (2.3998155410473165) | > loss_gen: 2.081672191619873 (2.236985811820397) | > loss_kl: 2.818119764328003 (3.067052584428054) | > loss_feat: 6.045327663421631 (6.955574622521033) | > loss_mel: 16.75434684753418 (17.72092371720534) | > loss_duration: 2.223015069961548 (2.341521354822012) | > loss_1: 29.922481536865234 (32.32205787071815)  --> STEP: 14 | > loss_disc: 2.3103370666503906 (2.393424221447536) | > loss_disc_real_0: 0.12283625453710556 (0.11353877399648939) | > loss_disc_real_1: 0.20510810613632202 (0.22700474517686026) | > loss_disc_real_2: 0.11718828976154327 (0.1997747676713126) | > loss_disc_real_3: 0.23813790082931519 (0.22711669653654099) | > loss_disc_real_4: 0.19744336605072021 (0.19941071846655437) | > loss_disc_real_5: 0.2723344564437866 (0.20931838612471307) | > loss_0: 2.3103370666503906 (2.393424221447536) | > loss_gen: 2.3304078578948975 (2.243658815111433) | > loss_kl: 3.6995058059692383 (3.112227814538138) | > loss_feat: 6.964049339294434 (6.9561799594334195) | > loss_mel: 18.60324478149414 (17.783946650368826) | > loss_duration: 2.429696559906006 (2.347819583756583) | > loss_1: 34.02690505981445 (32.44383266993931)  --> STEP: 15 | > loss_disc: 2.480210065841675 (2.3992099444071453) | > loss_disc_real_0: 0.12674596905708313 (0.11441925366719564) | > loss_disc_real_1: 0.1833241879940033 (0.22409270803133646) | > loss_disc_real_2: 0.23549678921699524 (0.20215623577435812) | > loss_disc_real_3: 0.2587301731109619 (0.2292242616415024) | > loss_disc_real_4: 0.1562655121088028 (0.1965343713760376) | > loss_disc_real_5: 0.1901245266199112 (0.2080387954910596) | > loss_0: 2.480210065841675 (2.3992099444071453) | > loss_gen: 2.1712958812713623 (2.2388346195220947) | > loss_kl: 2.265634298324585 (3.055788246790568) | > loss_feat: 8.685885429382324 (7.071493657430013) | > loss_mel: 18.028900146484375 (17.800276883443196) | > loss_duration: 2.33148193359375 (2.3467304070790607) | > loss_1: 33.48319625854492 (32.51312357584636)  --> STEP: 16 | > loss_disc: 2.5757555961608887 (2.410244047641754) | > loss_disc_real_0: 0.11587613075971603 (0.11451030848547816) | > loss_disc_real_1: 0.24912139773368835 (0.22565700113773346) | > loss_disc_real_2: 0.15141241252422333 (0.1989847468212247) | > loss_disc_real_3: 0.23891940712928772 (0.22983020823448896) | > loss_disc_real_4: 0.257068932056427 (0.20031778141856194) | > loss_disc_real_5: 0.20752038061618805 (0.20800639456138015) | > loss_0: 2.5757555961608887 (2.410244047641754) | > loss_gen: 2.0905070304870605 (2.229564145207405) | > loss_kl: 2.4410157203674316 (3.017364963889122) | > loss_feat: 7.670217037200928 (7.108913868665695) | > loss_mel: 17.296213150024414 (17.768772900104523) | > loss_duration: 2.4684691429138184 (2.354339078068733) | > loss_1: 31.96642303466797 (32.478954792022705)  --> STEP: 17 | > loss_disc: 2.1377370357513428 (2.3942142234129062) | > loss_disc_real_0: 0.089080810546875 (0.11301445566556033) | > loss_disc_real_1: 0.20158889889717102 (0.2242412304177004) | > loss_disc_real_2: 0.2184697985649109 (0.20013092633555918) | > loss_disc_real_3: 0.21844321489334106 (0.2291603850967744) | > loss_disc_real_4: 0.17780239880084991 (0.19899334714693181) | > loss_disc_real_5: 0.19616132974624634 (0.20730962604284286) | > loss_0: 2.1377370357513428 (2.3942142234129062) | > loss_gen: 2.3918349742889404 (2.239109488094554) | > loss_kl: 2.3082785606384277 (2.9756539989920223) | > loss_feat: 8.065010070800781 (7.1651548217324645) | > loss_mel: 18.78433609008789 (17.828511911280014) | > loss_duration: 2.4248533248901367 (2.3584869749405803) | > loss_1: 33.97431182861328 (32.56691697064568)  --> STEP: 18 | > loss_disc: 2.5038135051727295 (2.4003030723995633) | > loss_disc_real_0: 0.06835943460464478 (0.11053362116217613) | > loss_disc_real_1: 0.1527179479598999 (0.22026771472560036) | > loss_disc_real_2: 0.14633303880691528 (0.19714215480619007) | > loss_disc_real_3: 0.23167413473129272 (0.22930003785424763) | > loss_disc_real_4: 0.19275139272212982 (0.1986465719011095) | > loss_disc_real_5: 0.2527368366718292 (0.20983335996667543) | > loss_0: 2.5038135051727295 (2.4003030723995633) | > loss_gen: 1.9518026113510132 (2.2231479949421353) | > loss_kl: 2.5348126888275146 (2.951162815093994) | > loss_feat: 7.776372909545898 (7.199111382166545) | > loss_mel: 17.12639617919922 (17.78950548171997) | > loss_duration: 2.2389888763427734 (2.351848191685147) | > loss_1: 31.628374099731445 (32.51477570003934)  --> STEP: 19 | > loss_disc: 2.2943098545074463 (2.3947244819841886) | > loss_disc_real_0: 0.11311810463666916 (0.11066964660820208) | > loss_disc_real_1: 0.1901961714029312 (0.21868500191914408) | > loss_disc_real_2: 0.14005938172340393 (0.1941377983281487) | > loss_disc_real_3: 0.2340725213289261 (0.22955122119502017) | > loss_disc_real_4: 0.15949757397174835 (0.19658609832587995) | > loss_disc_real_5: 0.16758230328559875 (0.20760962014135562) | > loss_0: 2.2943098545074463 (2.3947244819841886) | > loss_gen: 2.2010936737060547 (2.221987241192868) | > loss_kl: 1.9263893365859985 (2.8972273688567314) | > loss_feat: 7.320886611938477 (7.20552060478612) | > loss_mel: 17.23929214477539 (17.76054688503868) | > loss_duration: 2.354207992553711 (2.3519723917308606) | > loss_1: 31.0418701171875 (32.43725435357345)  --> STEP: 20 | > loss_disc: 2.3258042335510254 (2.3912784695625304) | > loss_disc_real_0: 0.11580239236354828 (0.1109262838959694) | > loss_disc_real_1: 0.15481892228126526 (0.21549169793725015) | > loss_disc_real_2: 0.15615341067314148 (0.19223857894539834) | > loss_disc_real_3: 0.21779750287532806 (0.22896353527903557) | > loss_disc_real_4: 0.2031143605709076 (0.19691251143813132) | > loss_disc_real_5: 0.2653857171535492 (0.2104984249919653) | > loss_0: 2.3258042335510254 (2.3912784695625304) | > loss_gen: 2.2686829566955566 (2.2243220269680024) | > loss_kl: 2.344453811645508 (2.86958869099617) | > loss_feat: 6.967019081115723 (7.1935955286026) | > loss_mel: 18.17955780029297 (17.78149743080139) | > loss_duration: 2.3283121585845947 (2.3507893800735475) | > loss_1: 32.08802795410156 (32.41979303359985)  --> STEP: 21 | > loss_disc: 2.332366704940796 (2.388473147437686) | > loss_disc_real_0: 0.07294110953807831 (0.10911746606940315) | > loss_disc_real_1: 0.12718553841114044 (0.2112866427217211) | > loss_disc_real_2: 0.19521041214466095 (0.1923800948120299) | > loss_disc_real_3: 0.1996432989835739 (0.22756733355068026) | > loss_disc_real_4: 0.21379439532756805 (0.19771641067096166) | > loss_disc_real_5: 0.25948163866996765 (0.21283095897663207) | > loss_0: 2.332366704940796 (2.388473147437686) | > loss_gen: 2.0865957736968994 (2.2177636339550926) | > loss_kl: 2.4279887676239014 (2.8485601232165383) | > loss_feat: 6.5504841804504395 (7.162971178690593) | > loss_mel: 16.567562103271484 (17.7236909866333) | > loss_duration: 2.2018537521362305 (2.3436972073146274) | > loss_1: 29.834484100341797 (32.29668308439709)  --> STEP: 22 | > loss_disc: 2.634061813354492 (2.3996362686157227) | > loss_disc_real_0: 0.1072302907705307 (0.10903168537399986) | > loss_disc_real_1: 0.28473904728889465 (0.21462538838386536) | > loss_disc_real_2: 0.1799669712781906 (0.1918158619241281) | > loss_disc_real_3: 0.22856251895427704 (0.22761256925084375) | > loss_disc_real_4: 0.23044587671756744 (0.1992041136730801) | > loss_disc_real_5: 0.23575374484062195 (0.2138729037886316) | > loss_0: 2.634061813354492 (2.3996362686157227) | > loss_gen: 1.967725396156311 (2.2063982595096934) | > loss_kl: 2.1957597732543945 (2.8188873800364407) | > loss_feat: 6.493511199951172 (7.132541179656982) | > loss_mel: 18.879980087280273 (17.776249582117256) | > loss_duration: 2.1902272701263428 (2.3367213010787964) | > loss_1: 31.727205276489258 (32.27079772949219)  --> STEP: 23 | > loss_disc: 2.570713996887207 (2.407074430714483) | > loss_disc_real_0: 0.18182212114334106 (0.1121964869291886) | > loss_disc_real_1: 0.143161803483963 (0.21151827599691309) | > loss_disc_real_2: 0.1764778196811676 (0.19114899052226025) | > loss_disc_real_3: 0.2990697920322418 (0.230719405023948) | > loss_disc_real_4: 0.22279852628707886 (0.2002299576997757) | > loss_disc_real_5: 0.2631646394729614 (0.21601602273142856) | > loss_0: 2.570713996887207 (2.407074430714483) | > loss_gen: 2.0482163429260254 (2.199520784875621) | > loss_kl: 2.0982587337493896 (2.787555699763091) | > loss_feat: 6.666757583618164 (7.112289718959643) | > loss_mel: 16.21673011779785 (17.708444388016414) | > loss_duration: 2.2540273666381836 (2.333125912624857) | > loss_1: 29.28398895263672 (32.140936478324555)  --> STEP: 24 | > loss_disc: 2.597196340560913 (2.414996176958084) | > loss_disc_real_0: 0.18273282051086426 (0.1151355008284251) | > loss_disc_real_1: 0.25975361466407776 (0.2135280817747116) | > loss_disc_real_2: 0.19093476235866547 (0.19114006434877714) | > loss_disc_real_3: 0.2608310580253601 (0.2319740572323402) | > loss_disc_real_4: 0.2222827821969986 (0.20114882538715997) | > loss_disc_real_5: 0.22261536121368408 (0.2162909951681892) | > loss_0: 2.597196340560913 (2.414996176958084) | > loss_gen: 1.9993845224380493 (2.191181773940722) | > loss_kl: 2.5381686687469482 (2.7771645734707513) | > loss_feat: 3.9394798278808594 (6.98008930683136) | > loss_mel: 14.375667572021484 (17.569578687349956) | > loss_duration: 2.448286533355713 (2.337924271821976) | > loss_1: 25.300987243652344 (31.855938593546544)  --> STEP: 25 | > loss_disc: 2.5688605308532715 (2.4211507511138914) | > loss_disc_real_0: 0.09968822449445724 (0.11451760977506638) | > loss_disc_real_1: 0.21938788890838623 (0.2137624740600586) | > loss_disc_real_2: 0.23023946583271027 (0.19270404040813446) | > loss_disc_real_3: 0.23856626451015472 (0.23223774552345275) | > loss_disc_real_4: 0.23729416728019714 (0.20259463906288147) | > loss_disc_real_5: 0.26504725217819214 (0.21824124544858933) | > loss_0: 2.5688605308532715 (2.4211507511138914) | > loss_gen: 2.1758053302764893 (2.190566716194153) | > loss_kl: 2.465580940246582 (2.7647012281417847) | > loss_feat: 6.9298014640808105 (6.978077793121338) | > loss_mel: 15.695547103881836 (17.49461742401123) | > loss_duration: 2.369403839111328 (2.3391834545135506) | > loss_1: 29.636138916015625 (31.76714660644531)  --> STEP: 26 | > loss_disc: 2.7635388374328613 (2.434319523664621) | > loss_disc_real_0: 0.1254240870475769 (0.11493708967016293) | > loss_disc_real_1: 0.25981977581977844 (0.21553390874312475) | > loss_disc_real_2: 0.20075125992298126 (0.19301354885101318) | > loss_disc_real_3: 0.12084005773067474 (0.22795321906988436) | > loss_disc_real_4: 0.09460912644863129 (0.19844135011617953) | > loss_disc_real_5: 0.17691181600093842 (0.21665165200829506) | > loss_0: 2.7635388374328613 (2.434319523664621) | > loss_gen: 1.6697490215301514 (2.1705352663993835) | > loss_kl: 2.487797498703003 (2.7540510847018314) | > loss_feat: 5.367619514465332 (6.9161370900961066) | > loss_mel: 18.366134643554688 (17.528137317070595) | > loss_duration: 2.2844648361206055 (2.337078892267668) | > loss_1: 30.175765991210938 (31.705939659705525) --> EVAL PERFORMANCE | > avg_loader_time: 0.002233101771428035 (-0.0001618036857018103) | > avg_loss_disc: 2.434319523664621 (+0.0027673061077408967) | > avg_loss_disc_real_0: 0.11493708967016293 (-0.02379538090183185) | > avg_loss_disc_real_1: 0.21553390874312475 (+0.01713137070720014) | > avg_loss_disc_real_2: 0.19301354885101318 (-0.028990424596346348) | > avg_loss_disc_real_3: 0.22795321906988436 (-0.05102404550864148) | > avg_loss_disc_real_4: 0.19844135011617953 (-0.09173571834197414) | > avg_loss_disc_real_5: 0.21665165200829506 (-0.024745176904476612) | > avg_loss_0: 2.434319523664621 (+0.0027673061077408967) | > avg_loss_gen: 2.1705352663993835 (-0.3180108941518345) | > avg_loss_kl: 2.7540510847018314 (-0.06162566863573549) | > avg_loss_feat: 6.9161370900961066 (+0.30685967665452196) | > avg_loss_mel: 17.528137317070595 (-0.02441197175246046) | > avg_loss_duration: 2.337078892267668 (-0.00010351951305631601) | > avg_loss_1: 31.705939659705525 (-0.09729268000677038)  > EPOCH: 551/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:26:31)   --> TIME: 2024-06-11 15:26:40 -- STEP: 19/330 -- GLOBAL_STEP: 269850 | > loss_disc: 2.407651901245117 (2.368550175114682) | > loss_disc_real_0: 0.07420139759778976 (0.1050909404691897) | > loss_disc_real_1: 0.19940239191055298 (0.2019123662459223) | > loss_disc_real_2: 0.19878911972045898 (0.21260160364602743) | > loss_disc_real_3: 0.22117310762405396 (0.23456846804995285) | > loss_disc_real_4: 0.25074952840805054 (0.2359429009650883) | > loss_disc_real_5: 0.24840885400772095 (0.2316540644357079) | > loss_0: 2.407651901245117 (2.368550175114682) | > grad_norm_0: tensor(17.0018, device='cuda:0') (tensor(10.5307, device='cuda:0')) | > loss_gen: 2.3148858547210693 (2.49175308880053) | > loss_kl: 1.9824353456497192 (1.9248450931749845) | > loss_feat: 6.996777534484863 (6.730833655909488) | > loss_mel: 16.465791702270508 (17.903196033678558) | > loss_duration: 1.9961998462677002 (2.087600889958833) | > loss_1: 29.75609016418457 (31.138228667409795) | > grad_norm_1: tensor(107.1326, device='cuda:0') (tensor(115.7600, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.3378 (0.3524990709204423) | > loader_time: 0.003 (0.0029632166812294408)  --> TIME: 2024-06-11 15:26:49 -- STEP: 44/330 -- GLOBAL_STEP: 269875 | > loss_disc: 2.4173669815063477 (2.364469224756414) | > loss_disc_real_0: 0.083367720246315 (0.10970206270841035) | > loss_disc_real_1: 0.1955409049987793 (0.19912291724573483) | > loss_disc_real_2: 0.21433834731578827 (0.2135695730420676) | > loss_disc_real_3: 0.23807065188884735 (0.23071131956848231) | > loss_disc_real_4: 0.24780146777629852 (0.23361422595652667) | > loss_disc_real_5: 0.247393399477005 (0.22564088417725128) | > loss_0: 2.4173669815063477 (2.364469224756414) | > grad_norm_0: tensor(9.4957, device='cuda:0') (tensor(10.6791, device='cuda:0')) | > loss_gen: 2.417112112045288 (2.4791942943226206) | > loss_kl: 2.096897840499878 (1.935193969444795) | > loss_feat: 7.865362167358398 (6.930450905453075) | > loss_mel: 17.953332901000977 (17.843929507515647) | > loss_duration: 1.9296514987945557 (2.034530840136788) | > loss_1: 32.26235580444336 (31.223299329931084) | > grad_norm_1: tensor(104.9385, device='cuda:0') (tensor(116.3616, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.3591 (0.35304106365550647) | > loader_time: 0.0034 (0.0031774423339150167)  --> TIME: 2024-06-11 15:26:58 -- STEP: 69/330 -- GLOBAL_STEP: 269900 | > loss_disc: 2.492006301879883 (2.359475937442503) | > loss_disc_real_0: 0.14467278122901917 (0.11021677059107933) | > loss_disc_real_1: 0.17226839065551758 (0.19911888522514398) | > loss_disc_real_2: 0.2360452115535736 (0.21291305945403333) | > loss_disc_real_3: 0.210320383310318 (0.22952945465626923) | > loss_disc_real_4: 0.24066787958145142 (0.23029448480709738) | > loss_disc_real_5: 0.24356602132320404 (0.2241426542185355) | > loss_0: 2.492006301879883 (2.359475937442503) | > grad_norm_0: tensor(23.9895, device='cuda:0') (tensor(11.7072, device='cuda:0')) | > loss_gen: 2.3644003868103027 (2.470386104307313) | > loss_kl: 1.8759864568710327 (1.9373584311941396) | > loss_feat: 6.847172260284424 (6.94725303373475) | > loss_mel: 16.64306640625 (17.77798334757487) | > loss_duration: 1.9428014755249023 (2.017710601074109) | > loss_1: 29.67342758178711 (31.150691460872043) | > grad_norm_1: tensor(222.0202, device='cuda:0') (tensor(133.8698, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.3656 (0.3556464167608731) | > loader_time: 0.0037 (0.003301447716312132)  --> TIME: 2024-06-11 15:27:07 -- STEP: 94/330 -- GLOBAL_STEP: 269925 | > loss_disc: 2.427797555923462 (2.3670186844277894) | > loss_disc_real_0: 0.1729418933391571 (0.11277085859724816) | > loss_disc_real_1: 0.24920213222503662 (0.19964582996165497) | > loss_disc_real_2: 0.22138436138629913 (0.21340568966053894) | > loss_disc_real_3: 0.220333069562912 (0.2303059069400138) | > loss_disc_real_4: 0.23684926331043243 (0.23138720637306254) | > loss_disc_real_5: 0.24848252534866333 (0.22409689363012922) | > loss_0: 2.427797555923462 (2.3670186844277894) | > grad_norm_0: tensor(12.2809, device='cuda:0') (tensor(12.4199, device='cuda:0')) | > loss_gen: 2.440948963165283 (2.4661306776898972) | > loss_kl: 2.0046403408050537 (1.9436572650645643) | > loss_feat: 5.940558433532715 (6.919692496035961) | > loss_mel: 17.21248435974121 (17.74882501236936) | > loss_duration: 2.0421862602233887 (2.0128286163857654) | > loss_1: 29.640819549560547 (31.091134051059154) | > grad_norm_1: tensor(145.7938, device='cuda:0') (tensor(148.7509, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.3718 (0.3619625111843677) | > loader_time: 0.0034 (0.0033520282583033786)  --> TIME: 2024-06-11 15:27:17 -- STEP: 119/330 -- GLOBAL_STEP: 269950 | > loss_disc: 2.3138535022735596 (2.3611831544828012) | > loss_disc_real_0: 0.12472867220640182 (0.11319291532164862) | > loss_disc_real_1: 0.20237404108047485 (0.19803834512454122) | > loss_disc_real_2: 0.17034931480884552 (0.21279007697305755) | > loss_disc_real_3: 0.21197304129600525 (0.22961118817329407) | > loss_disc_real_4: 0.18711625039577484 (0.2298907519889479) | > loss_disc_real_5: 0.22073502838611603 (0.22334097225625976) | > loss_0: 2.3138535022735596 (2.3611831544828012) | > grad_norm_0: tensor(29.1295, device='cuda:0') (tensor(14.2481, device='cuda:0')) | > loss_gen: 2.533803939819336 (2.4720877378928563) | > loss_kl: 1.8275178670883179 (1.9436815646516175) | > loss_feat: 7.658375263214111 (6.95311764709088) | > loss_mel: 18.142492294311523 (17.7409079575739) | > loss_duration: 1.9933152198791504 (2.013090540381039) | > loss_1: 32.1555061340332 (31.12288545560436) | > grad_norm_1: tensor(234.5719, device='cuda:0') (tensor(170.5430, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.4289 (0.3655245244002141) | > loader_time: 0.0044 (0.0034445554268460314)  --> TIME: 2024-06-11 15:27:27 -- STEP: 144/330 -- GLOBAL_STEP: 269975 | > loss_disc: 2.3419950008392334 (2.366166661183039) | > loss_disc_real_0: 0.06693217158317566 (0.11465766909532249) | > loss_disc_real_1: 0.1854238361120224 (0.19843811096830502) | > loss_disc_real_2: 0.18503619730472565 (0.21239895704719752) | > loss_disc_real_3: 0.23910170793533325 (0.23050254324658048) | > loss_disc_real_4: 0.22590899467468262 (0.2304470164494382) | > loss_disc_real_5: 0.21204307675361633 (0.22452279470033115) | > loss_0: 2.3419950008392334 (2.366166661183039) | > grad_norm_0: tensor(23.4361, device='cuda:0') (tensor(16.5863, device='cuda:0')) | > loss_gen: 2.4042065143585205 (2.4709554894102945) | > loss_kl: 2.073998212814331 (1.9461208250787523) | > loss_feat: 7.161584854125977 (6.937641219960318) | > loss_mel: 17.173973083496094 (17.72619838184781) | > loss_duration: 2.008340835571289 (2.0173180210921497) | > loss_1: 30.822105407714844 (31.098233964708115) | > grad_norm_1: tensor(442.6632, device='cuda:0') (tensor(193.0256, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.4385 (0.3716856141885121) | > loader_time: 0.0039 (0.00356137752532959)  --> TIME: 2024-06-11 15:27:37 -- STEP: 169/330 -- GLOBAL_STEP: 270000 | > loss_disc: 2.3103795051574707 (2.361803899855305) | > loss_disc_real_0: 0.09715217351913452 (0.11371384016596355) | > loss_disc_real_1: 0.1743547022342682 (0.19807727952327955) | > loss_disc_real_2: 0.1754901260137558 (0.21247608395370507) | > loss_disc_real_3: 0.23523470759391785 (0.2302326879205083) | > loss_disc_real_4: 0.2108931541442871 (0.23072052566257453) | > loss_disc_real_5: 0.16931498050689697 (0.22344845577457248) | > loss_0: 2.3103795051574707 (2.361803899855305) | > grad_norm_0: tensor(17.6393, device='cuda:0') (tensor(18.1383, device='cuda:0')) | > loss_gen: 2.487621784210205 (2.4826032833234803) | > loss_kl: 1.9937102794647217 (1.9554094732160399) | > loss_feat: 7.0406694412231445 (6.96022408671633) | > loss_mel: 17.82002830505371 (17.74943023320486) | > loss_duration: 2.049208641052246 (2.0215664650561527) | > loss_1: 31.391239166259766 (31.169233547865286) | > grad_norm_1: tensor(414.2712, device='cuda:0') (tensor(207.7087, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.3668 (0.37326217544149354) | > loader_time: 0.0041 (0.003662188377606093) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_270000.pth  --> TIME: 2024-06-11 15:27:52 -- STEP: 194/330 -- GLOBAL_STEP: 270025 | > loss_disc: 2.3425402641296387 (2.3601375769094104) | > loss_disc_real_0: 0.1059710904955864 (0.1140785172159217) | > loss_disc_real_1: 0.20092034339904785 (0.1986458587277796) | > loss_disc_real_2: 0.19846045970916748 (0.2121320856139832) | > loss_disc_real_3: 0.23258671164512634 (0.22976339170613239) | > loss_disc_real_4: 0.21237441897392273 (0.22957328430463358) | > loss_disc_real_5: 0.238431915640831 (0.22291234550402336) | > loss_0: 2.3425402641296387 (2.3601375769094104) | > grad_norm_0: tensor(39.0008, device='cuda:0') (tensor(20.7682, device='cuda:0')) | > loss_gen: 2.6384854316711426 (2.493249836656237) | > loss_kl: 2.0806736946105957 (1.95764863245266) | > loss_feat: 7.407594203948975 (6.9885449901069565) | > loss_mel: 17.514118194580078 (17.721083041318916) | > loss_duration: 2.0410938262939453 (2.0281485399020083) | > loss_1: 31.681964874267578 (31.18867502507475) | > grad_norm_1: tensor(396.5711, device='cuda:0') (tensor(224.7307, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.3906 (0.37530009525338387) | > loader_time: 0.0044 (0.0037948569071661565)  --> TIME: 2024-06-11 15:28:02 -- STEP: 219/330 -- GLOBAL_STEP: 270050 | > loss_disc: 2.3880441188812256 (2.3636359373728446) | > loss_disc_real_0: 0.11273948848247528 (0.1157576113633097) | > loss_disc_real_1: 0.19477109611034393 (0.19909985635650757) | > loss_disc_real_2: 0.2042086273431778 (0.2125501328543441) | > loss_disc_real_3: 0.2500962018966675 (0.22993207243207384) | > loss_disc_real_4: 0.24759478867053986 (0.2295024093563698) | > loss_disc_real_5: 0.2264052927494049 (0.22294912667579303) | > loss_0: 2.3880441188812256 (2.3636359373728446) | > grad_norm_0: tensor(32.9425, device='cuda:0') (tensor(22.7303, device='cuda:0')) | > loss_gen: 2.596226930618286 (2.4927189328354786) | > loss_kl: 2.0483412742614746 (1.9566361452346523) | > loss_feat: 7.246239185333252 (6.975842708866346) | > loss_mel: 17.72838592529297 (17.67887094576064) | > loss_duration: 2.095219373703003 (2.03527804324616) | > loss_1: 31.714412689208984 (31.139346745460546) | > grad_norm_1: tensor(436.2557, device='cuda:0') (tensor(239.1971, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.4058 (0.3773509062588486) | > loader_time: 0.005 (0.003892468535192481)  --> TIME: 2024-06-11 15:28:13 -- STEP: 244/330 -- GLOBAL_STEP: 270075 | > loss_disc: 2.4015021324157715 (2.3686784476530365) | > loss_disc_real_0: 0.10566794127225876 (0.11759840732165536) | > loss_disc_real_1: 0.2162279188632965 (0.1993599585944512) | > loss_disc_real_2: 0.18228240311145782 (0.21261422140676467) | > loss_disc_real_3: 0.21189363300800323 (0.23022019533348864) | > loss_disc_real_4: 0.23650404810905457 (0.22997662620466264) | > loss_disc_real_5: 0.24468344449996948 (0.22338078977143178) | > loss_0: 2.4015021324157715 (2.3686784476530365) | > grad_norm_0: tensor(14.9419, device='cuda:0') (tensor(24.3009, device='cuda:0')) | > loss_gen: 2.5229597091674805 (2.488858645079566) | > loss_kl: 1.996561050415039 (1.9559587122964077) | > loss_feat: 6.97769021987915 (6.959856779848943) | > loss_mel: 16.618215560913086 (17.640614411869976) | > loss_duration: 2.0787951946258545 (2.044126688945489) | > loss_1: 30.1942195892334 (31.089415182832813) | > grad_norm_1: tensor(340.2170, device='cuda:0') (tensor(252.3886, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.4402 (0.38073860817268235) | > loader_time: 0.0051 (0.004003948852664135)  --> TIME: 2024-06-11 15:28:24 -- STEP: 269/330 -- GLOBAL_STEP: 270100 | > loss_disc: 2.3119702339172363 (2.3697367299445067) | > loss_disc_real_0: 0.1541946530342102 (0.11819357448517168) | > loss_disc_real_1: 0.16556736826896667 (0.19941558420214955) | > loss_disc_real_2: 0.18772724270820618 (0.2125129970586876) | > loss_disc_real_3: 0.2318749874830246 (0.2301976917290776) | > loss_disc_real_4: 0.24142739176750183 (0.23020997582536648) | > loss_disc_real_5: 0.2416183352470398 (0.22357777702764065) | > loss_0: 2.3119702339172363 (2.3697367299445067) | > grad_norm_0: tensor(67.2819, device='cuda:0') (tensor(24.6979, device='cuda:0')) | > loss_gen: 2.540513515472412 (2.484175677636299) | > loss_kl: 2.0031301975250244 (1.9605390524775566) | > loss_feat: 6.662049293518066 (6.963869098393889) | > loss_mel: 16.827388763427734 (17.603163506461776) | > loss_duration: 2.153818368911743 (2.0520757968540972) | > loss_1: 30.186901092529297 (31.063823083076336) | > grad_norm_1: tensor(513.3398, device='cuda:0') (tensor(257.5132, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.4351 (0.38570287502388073) | > loader_time: 0.0056 (0.004160326209653266)  --> TIME: 2024-06-11 15:28:36 -- STEP: 294/330 -- GLOBAL_STEP: 270125 | > loss_disc: 2.506915330886841 (2.3709040693685326) | > loss_disc_real_0: 0.09458746016025543 (0.11855227443180522) | > loss_disc_real_1: 0.21406890451908112 (0.1996191074552179) | > loss_disc_real_2: 0.25203803181648254 (0.21313174884943736) | > loss_disc_real_3: 0.24547457695007324 (0.23002134309131272) | > loss_disc_real_4: 0.21366052329540253 (0.22981190742278584) | > loss_disc_real_5: 0.21335746347904205 (0.2231354510196212) | > loss_0: 2.506915330886841 (2.3709040693685326) | > grad_norm_0: tensor(31.4018, device='cuda:0') (tensor(25.9796, device='cuda:0')) | > loss_gen: 2.4794414043426514 (2.483276042808481) | > loss_kl: 2.096728563308716 (1.9642898951257979) | > loss_feat: 7.616734504699707 (6.974722675725716) | > loss_mel: 17.569246292114258 (17.548850306037313) | > loss_duration: 2.1920523643493652 (2.061891373728409) | > loss_1: 31.95420265197754 (31.033030243957935) | > grad_norm_1: tensor(588.7385, device='cuda:0') (tensor(270.1324, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.4717 (0.3917696297574205) | > loader_time: 0.0067 (0.004332284538113337)  --> TIME: 2024-06-11 15:28:49 -- STEP: 319/330 -- GLOBAL_STEP: 270150 | > loss_disc: 2.4243156909942627 (2.374997933456519) | > loss_disc_real_0: 0.1466321349143982 (0.12033234825095039) | > loss_disc_real_1: 0.1413571685552597 (0.19971317888987858) | > loss_disc_real_2: 0.19168618321418762 (0.21316308343672083) | > loss_disc_real_3: 0.2515568137168884 (0.2302437112155753) | > loss_disc_real_4: 0.2406744509935379 (0.23012611494168966) | > loss_disc_real_5: 0.22805757820606232 (0.22308858850719787) | > loss_0: 2.4243156909942627 (2.374997933456519) | > grad_norm_0: tensor(42.9198, device='cuda:0') (tensor(27.8557, device='cuda:0')) | > loss_gen: 2.5561764240264893 (2.4808898532652184) | > loss_kl: 2.1007936000823975 (1.9712385253099065) | > loss_feat: 8.598978996276855 (6.994015364811339) | > loss_mel: 18.34523582458496 (17.494525460987607) | > loss_duration: 2.239083766937256 (2.075549278513391) | > loss_1: 33.84027099609375 (31.016218442528224) | > grad_norm_1: tensor(114.2572, device='cuda:0') (tensor(282.3734, device='cuda:0')) | > current_lr_0: 0.00018668786693938925 | > current_lr_1: 0.00018668786693938925 | > step_time: 0.5495 (0.40124898345492865) | > loader_time: 0.0084 (0.004562685855877434)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5769715309143066 (2.5769715309143066) | > loss_disc_real_0: 0.19810476899147034 (0.19810476899147034) | > loss_disc_real_1: 0.27028989791870117 (0.27028989791870117) | > loss_disc_real_2: 0.358873188495636 (0.358873188495636) | > loss_disc_real_3: 0.2651469111442566 (0.2651469111442566) | > loss_disc_real_4: 0.29639822244644165 (0.29639822244644165) | > loss_disc_real_5: 0.24372252821922302 (0.24372252821922302) | > loss_0: 2.5769715309143066 (2.5769715309143066) | > loss_gen: 2.7593483924865723 (2.7593483924865723) | > loss_kl: 3.1159305572509766 (3.1159305572509766) | > loss_feat: 6.019674301147461 (6.019674301147461) | > loss_mel: 14.429887771606445 (14.429887771606445) | > loss_duration: 3.130610704421997 (3.130610704421997) | > loss_1: 29.45545196533203 (29.45545196533203)  --> STEP: 1 | > loss_disc: 2.2104878425598145 (2.2104878425598145) | > loss_disc_real_0: 0.1180754005908966 (0.1180754005908966) | > loss_disc_real_1: 0.1905965656042099 (0.1905965656042099) | > loss_disc_real_2: 0.22406639158725739 (0.22406639158725739) | > loss_disc_real_3: 0.21396689116954803 (0.21396689116954803) | > loss_disc_real_4: 0.23623774945735931 (0.23623774945735931) | > loss_disc_real_5: 0.1704241931438446 (0.1704241931438446) | > loss_0: 2.2104878425598145 (2.2104878425598145) | > loss_gen: 2.286275863647461 (2.286275863647461) | > loss_kl: 2.3226890563964844 (2.3226890563964844) | > loss_feat: 5.671432971954346 (5.671432971954346) | > loss_mel: 17.55080223083496 (17.55080223083496) | > loss_duration: 2.331623077392578 (2.331623077392578) | > loss_1: 30.162822723388672 (30.162822723388672)  --> STEP: 2 | > loss_disc: 2.3402609825134277 (2.275374412536621) | > loss_disc_real_0: 0.10418824851512909 (0.11113182455301285) | > loss_disc_real_1: 0.18255749344825745 (0.18657702952623367) | > loss_disc_real_2: 0.2589896321296692 (0.2415280118584633) | > loss_disc_real_3: 0.21707063913345337 (0.2155187651515007) | > loss_disc_real_4: 0.30452966690063477 (0.27038370817899704) | > loss_disc_real_5: 0.2497175633907318 (0.2100708782672882) | > loss_0: 2.3402609825134277 (2.275374412536621) | > loss_gen: 2.461684226989746 (2.3739800453186035) | > loss_kl: 3.4831111431121826 (2.9029000997543335) | > loss_feat: 5.10315465927124 (5.387293815612793) | > loss_mel: 19.427183151245117 (18.48899269104004) | > loss_duration: 2.4898018836975098 (2.410712480545044) | > loss_1: 32.964935302734375 (31.563879013061523)  --> STEP: 3 | > loss_disc: 2.3093502521514893 (2.2866996924082437) | > loss_disc_real_0: 0.1438661366701126 (0.12204326192537944) | > loss_disc_real_1: 0.22055870294570923 (0.19790425399939218) | > loss_disc_real_2: 0.18182934820652008 (0.22162845730781555) | > loss_disc_real_3: 0.22734282910823822 (0.21946011980374655) | > loss_disc_real_4: 0.23947018384933472 (0.2600792000691096) | > loss_disc_real_5: 0.20992493629455566 (0.21002223094304404) | > loss_0: 2.3093502521514893 (2.2866996924082437) | > loss_gen: 2.533327341079712 (2.427095810572306) | > loss_kl: 3.1392533779144287 (2.9816845258076987) | > loss_feat: 5.893918514251709 (5.556168715159099) | > loss_mel: 16.69542121887207 (17.891135533650715) | > loss_duration: 2.354978084564209 (2.392134348551432) | > loss_1: 30.616897583007812 (31.248218536376953)  --> STEP: 4 | > loss_disc: 2.4116153717041016 (2.3179286122322083) | > loss_disc_real_0: 0.16937419772148132 (0.1338759958744049) | > loss_disc_real_1: 0.2681215703487396 (0.21545858308672905) | > loss_disc_real_2: 0.2517639696598053 (0.229162335395813) | > loss_disc_real_3: 0.22387848794460297 (0.22056471183896065) | > loss_disc_real_4: 0.28061896562576294 (0.26521414145827293) | > loss_disc_real_5: 0.28662002086639404 (0.22917167842388153) | > loss_0: 2.4116153717041016 (2.3179286122322083) | > loss_gen: 2.5902469158172607 (2.467883586883545) | > loss_kl: 2.9716827869415283 (2.979184091091156) | > loss_feat: 7.420629501342773 (6.022283911705017) | > loss_mel: 17.602102279663086 (17.81887722015381) | > loss_duration: 2.349915027618408 (2.3815795183181763) | > loss_1: 32.93457794189453 (31.669808387756348)  --> STEP: 5 | > loss_disc: 2.2823374271392822 (2.310810375213623) | > loss_disc_real_0: 0.2611684203147888 (0.1593344807624817) | > loss_disc_real_1: 0.24266445636749268 (0.22089975774288179) | > loss_disc_real_2: 0.16679616272449493 (0.21668910086154938) | > loss_disc_real_3: 0.23848412930965424 (0.22414859533309936) | > loss_disc_real_4: 0.19148066639900208 (0.2504674464464188) | > loss_disc_real_5: 0.21634632349014282 (0.2266066074371338) | > loss_0: 2.2823374271392822 (2.310810375213623) | > loss_gen: 2.7499003410339355 (2.5242869377136232) | > loss_kl: 2.668703317642212 (2.917087936401367) | > loss_feat: 5.728470325469971 (5.963521194458008) | > loss_mel: 18.947799682617188 (18.044661712646484) | > loss_duration: 2.507955551147461 (2.4068547248840333) | > loss_1: 32.60282897949219 (31.856412506103517)  --> STEP: 6 | > loss_disc: 2.4019553661346436 (2.326001207033793) | > loss_disc_real_0: 0.174808070063591 (0.16191341231266657) | > loss_disc_real_1: 0.2615693509578705 (0.22767802327871323) | > loss_disc_real_2: 0.2798614799976349 (0.22721783071756363) | > loss_disc_real_3: 0.25565749406814575 (0.2294000784556071) | > loss_disc_real_4: 0.23884013295173645 (0.2485295608639717) | > loss_disc_real_5: 0.216670423746109 (0.22495057682196298) | > loss_0: 2.4019553661346436 (2.326001207033793) | > loss_gen: 2.625441551208496 (2.5411460399627686) | > loss_kl: 2.4018611907958984 (2.831216812133789) | > loss_feat: 5.984125137329102 (5.966955184936523) | > loss_mel: 18.430362701416016 (18.10894521077474) | > loss_duration: 2.234785795211792 (2.3781765699386597) | > loss_1: 31.676576614379883 (31.82643985748291)  --> STEP: 7 | > loss_disc: 2.1553144454956055 (2.301617383956909) | > loss_disc_real_0: 0.08535996079444885 (0.1509772049529212) | > loss_disc_real_1: 0.19221381843090057 (0.22261170830045426) | > loss_disc_real_2: 0.18448011577129364 (0.22111244286809648) | > loss_disc_real_3: 0.23387233912944794 (0.23003897283758437) | > loss_disc_real_4: 0.24925504624843597 (0.2486332016331809) | > loss_disc_real_5: 0.2113010287284851 (0.22300064138003758) | > loss_0: 2.1553144454956055 (2.301617383956909) | > loss_gen: 2.819344997406006 (2.5808887481689453) | > loss_kl: 4.163206100463867 (3.021500996180943) | > loss_feat: 8.570821762084961 (6.338936124529157) | > loss_mel: 18.00633430480957 (18.094286509922572) | > loss_duration: 2.539106845855713 (2.4011666093553816) | > loss_1: 36.09881591796875 (32.43677929469517)  --> STEP: 8 | > loss_disc: 2.215198040008545 (2.2908149659633636) | > loss_disc_real_0: 0.09623605012893677 (0.14413456059992313) | > loss_disc_real_1: 0.1786118745803833 (0.2171117290854454) | > loss_disc_real_2: 0.1559629738330841 (0.21296875923871994) | > loss_disc_real_3: 0.31858283281326294 (0.24110695533454418) | > loss_disc_real_4: 0.2673932611942291 (0.2509782090783119) | > loss_disc_real_5: 0.33792129158973694 (0.23736572265625) | > loss_0: 2.215198040008545 (2.2908149659633636) | > loss_gen: 3.091413974761963 (2.6447044014930725) | > loss_kl: 3.1654887199401855 (3.0394994616508484) | > loss_feat: 9.428277969360352 (6.725103855133057) | > loss_mel: 21.400436401367188 (18.50755524635315) | > loss_duration: 2.2678868770599365 (2.384506642818451) | > loss_1: 39.3535041809082 (33.3013699054718)  --> STEP: 9 | > loss_disc: 2.685837745666504 (2.3347063859303794) | > loss_disc_real_0: 0.2185642421245575 (0.1524045252137714) | > loss_disc_real_1: 0.22765401005744934 (0.21828309363789028) | > loss_disc_real_2: 0.25131452083587646 (0.21722939941618177) | > loss_disc_real_3: 0.24752739071846008 (0.24182033704386818) | > loss_disc_real_4: 0.33717742562294006 (0.2605558998054928) | > loss_disc_real_5: 0.2936915457248688 (0.2436241474416521) | > loss_0: 2.685837745666504 (2.3347063859303794) | > loss_gen: 2.490323066711426 (2.6275509198506675) | > loss_kl: 2.853254556655884 (3.0188055833180747) | > loss_feat: 11.390015602111816 (7.243427382575141) | > loss_mel: 19.203353881835938 (18.584866205851238) | > loss_duration: 2.172170639038086 (2.3609137535095215) | > loss_1: 38.10911560058594 (33.835563871595596)  --> STEP: 10 | > loss_disc: 2.446290969848633 (2.3458648443222048) | > loss_disc_real_0: 0.17108845710754395 (0.15427291840314866) | > loss_disc_real_1: 0.27034905552864075 (0.22348968982696532) | > loss_disc_real_2: 0.2558728754520416 (0.22109374701976775) | > loss_disc_real_3: 0.2857556641101837 (0.24621386975049972) | > loss_disc_real_4: 0.24781213700771332 (0.2592815235257149) | > loss_disc_real_5: 0.22397948801517487 (0.24165968149900435) | > loss_0: 2.446290969848633 (2.3458648443222048) | > loss_gen: 2.7221388816833496 (2.6370097160339356) | > loss_kl: 3.084157705307007 (3.0253407955169678) | > loss_feat: 6.207995891571045 (7.1398842334747314) | > loss_mel: 16.93376922607422 (18.419756507873537) | > loss_duration: 2.394495964050293 (2.3642719745635987) | > loss_1: 31.34255599975586 (33.58626308441162)  --> STEP: 11 | > loss_disc: 2.5837340354919434 (2.367489316246726) | > loss_disc_real_0: 0.21593153476715088 (0.15987824716351248) | > loss_disc_real_1: 0.22721248865127563 (0.22382812608372082) | > loss_disc_real_2: 0.21666471660137177 (0.22069110789082266) | > loss_disc_real_3: 0.2763819396495819 (0.2489564215595072) | > loss_disc_real_4: 0.2619819641113281 (0.259527018124407) | > loss_disc_real_5: 0.23077347874641418 (0.24067002670331436) | > loss_0: 2.5837340354919434 (2.367489316246726) | > loss_gen: 2.2828638553619385 (2.604814637791027) | > loss_kl: 3.3619260787963867 (3.055939457633279) | > loss_feat: 5.080118179321289 (6.952632774006236) | > loss_mel: 16.69052505493164 (18.26255364851518) | > loss_duration: 2.5052008628845215 (2.3770836916836826) | > loss_1: 29.92063331604004 (33.25302401455966)  --> STEP: 12 | > loss_disc: 2.5163462162017822 (2.3798940579096475) | > loss_disc_real_0: 0.2298911213874817 (0.16571265334884325) | > loss_disc_real_1: 0.2139500379562378 (0.22300495207309723) | > loss_disc_real_2: 0.262440025806427 (0.2241701843837897) | > loss_disc_real_3: 0.2708638310432434 (0.2507820390164852) | > loss_disc_real_4: 0.2020186185836792 (0.254734651496013) | > loss_disc_real_5: 0.1675494760274887 (0.2345766474803289) | > loss_0: 2.5163462162017822 (2.3798940579096475) | > loss_gen: 2.249746322631836 (2.575225611527761) | > loss_kl: 2.201784610748291 (2.9847598870595298) | > loss_feat: 4.750793933868408 (6.769146203994751) | > loss_mel: 17.949630737304688 (18.23647673924764) | > loss_duration: 2.2817587852478027 (2.3691399494806924) | > loss_1: 29.4337158203125 (32.93474833170573)  --> STEP: 13 | > loss_disc: 2.3455469608306885 (2.3772519735189586) | > loss_disc_real_0: 0.09089978039264679 (0.15995781696759737) | > loss_disc_real_1: 0.2142041176557541 (0.22232796481022468) | > loss_disc_real_2: 0.27851346135139465 (0.22835043645822084) | > loss_disc_real_3: 0.25662752985954285 (0.25123169215825886) | > loss_disc_real_4: 0.23314322531223297 (0.25307377255879915) | > loss_disc_real_5: 0.18625769019126892 (0.23085980461193964) | > loss_0: 2.3455469608306885 (2.3772519735189586) | > loss_gen: 2.356450080871582 (2.5583967245542087) | > loss_kl: 2.94112491607666 (2.981403350830078) | > loss_feat: 5.81321907043457 (6.695613347567045) | > loss_mel: 15.572834014892578 (18.031581145066482) | > loss_duration: 2.2900965213775635 (2.363059685780452) | > loss_1: 28.973724365234375 (32.630054180438705)  --> STEP: 14 | > loss_disc: 2.314016819000244 (2.372735176767622) | > loss_disc_real_0: 0.17384624481201172 (0.1609498475279127) | > loss_disc_real_1: 0.1565035581588745 (0.21762622147798538) | > loss_disc_real_2: 0.28814902901649475 (0.23262176449809754) | > loss_disc_real_3: 0.26743972301483154 (0.252389408648014) | > loss_disc_real_4: 0.25564783811569214 (0.2532576343842915) | > loss_disc_real_5: 0.2535182237625122 (0.23247826312269484) | > loss_0: 2.314016819000244 (2.372735176767622) | > loss_gen: 2.7355852127075195 (2.571053045136588) | > loss_kl: 4.035726070404053 (3.0567121165139333) | > loss_feat: 6.907279014587402 (6.710732323782785) | > loss_mel: 18.583473205566406 (18.07100200653076) | > loss_duration: 2.3884432315826416 (2.364872796194894) | > loss_1: 34.65050506591797 (32.774372100830085)  --> STEP: 15 | > loss_disc: 2.436265230178833 (2.3769705136617025) | > loss_disc_real_0: 0.18349412083625793 (0.16245279908180238) | > loss_disc_real_1: 0.30553382635116577 (0.22348672846953074) | > loss_disc_real_2: 0.20855385065078735 (0.23101723690827689) | > loss_disc_real_3: 0.2691822052001953 (0.2535089284181594) | > loss_disc_real_4: 0.2238563597202301 (0.2512975494066874) | > loss_disc_real_5: 0.2565932869911194 (0.2340859313805898) | > loss_0: 2.436265230178833 (2.3769705136617025) | > loss_gen: 2.556162118911743 (2.5700603167215985) | > loss_kl: 3.0543160438537598 (3.0565523783365887) | > loss_feat: 5.870355606079102 (6.654707209269206) | > loss_mel: 15.893142700195312 (17.9258113861084) | > loss_duration: 2.362332820892334 (2.3647034645080565) | > loss_1: 29.736309051513672 (32.57183456420899)  --> STEP: 16 | > loss_disc: 2.7382595539093018 (2.3995510786771774) | > loss_disc_real_0: 0.3005589544773102 (0.1710844337940216) | > loss_disc_real_1: 0.2969467341899872 (0.22807797882705927) | > loss_disc_real_2: 0.29332342743873596 (0.23491137381643057) | > loss_disc_real_3: 0.26611432433128357 (0.2542967656627297) | > loss_disc_real_4: 0.3056809902191162 (0.2546965144574642) | > loss_disc_real_5: 0.30896931886672974 (0.23876614309847355) | > loss_0: 2.7382595539093018 (2.3995510786771774) | > loss_gen: 2.7139601707458496 (2.579054057598114) | > loss_kl: 2.3078248500823975 (3.0097569078207016) | > loss_feat: 7.990021705627441 (6.7381643652915955) | > loss_mel: 17.201662063598633 (17.880552053451538) | > loss_duration: 2.3784902095794678 (2.36556513607502) | > loss_1: 32.591957092285156 (32.57309222221375)  --> STEP: 17 | > loss_disc: 2.3978514671325684 (2.3994511015274944) | > loss_disc_real_0: 0.22512120008468628 (0.17426306710523717) | > loss_disc_real_1: 0.2386326938867569 (0.2286988444188062) | > loss_disc_real_2: 0.24665959179401398 (0.23560244546217077) | > loss_disc_real_3: 0.2379339337348938 (0.2533342461375629) | > loss_disc_real_4: 0.2237309068441391 (0.2528750081272686) | > loss_disc_real_5: 0.2036731243133545 (0.2367018478758195) | > loss_0: 2.3978514671325684 (2.3994511015274944) | > loss_gen: 2.5132195949554443 (2.575181442148545) | > loss_kl: 2.4492502212524414 (2.976785926257863) | > loss_feat: 7.261091232299805 (6.768924769233255) | > loss_mel: 17.757091522216797 (17.873289669261258) | > loss_duration: 2.511472225189209 (2.3741479060229134) | > loss_1: 32.49212646484375 (32.568329530603755)  --> STEP: 18 | > loss_disc: 2.4362595081329346 (2.4014960130055747) | > loss_disc_real_0: 0.11450508236885071 (0.17094317906432682) | > loss_disc_real_1: 0.19244718551635742 (0.22668486336867014) | > loss_disc_real_2: 0.14836867153644562 (0.23075612468851936) | > loss_disc_real_3: 0.23759771883487701 (0.252459994620747) | > loss_disc_real_4: 0.22732959687709808 (0.25145581861337024) | > loss_disc_real_5: 0.23868130147457123 (0.2368118175201946) | > loss_0: 2.4362595081329346 (2.4014960130055747) | > loss_gen: 2.2131166458129883 (2.5550667312410145) | > loss_kl: 2.3678345680236816 (2.9429552952448526) | > loss_feat: 7.804218769073486 (6.8264411025577125) | > loss_mel: 18.88347625732422 (17.92941114637587) | > loss_duration: 2.2494711875915527 (2.3672214216656156) | > loss_1: 33.51811599731445 (32.62109544542101)  --> STEP: 19 | > loss_disc: 2.461059093475342 (2.4046309119776677) | > loss_disc_real_0: 0.16393974423408508 (0.1705745772311562) | > loss_disc_real_1: 0.3106813132762909 (0.23110572915328176) | > loss_disc_real_2: 0.31891828775405884 (0.23539623853407407) | > loss_disc_real_3: 0.3513863980770111 (0.25766664743423456) | > loss_disc_real_4: 0.2917439043521881 (0.2535762441785712) | > loss_disc_real_5: 0.2407332956790924 (0.23701821110750498) | > loss_0: 2.461059093475342 (2.4046309119776677) | > loss_gen: 2.875563621520996 (2.571934988624171) | > loss_kl: 2.25472354888916 (2.906732571752448) | > loss_feat: 7.038420677185059 (6.837597922274941) | > loss_mel: 18.175687789916992 (17.942373074983294) | > loss_duration: 2.314237356185913 (2.364432786640368) | > loss_1: 32.65863037109375 (32.623070967824845)  --> STEP: 20 | > loss_disc: 2.2897191047668457 (2.3988853216171266) | > loss_disc_real_0: 0.15982139110565186 (0.170036917924881) | > loss_disc_real_1: 0.17958387732505798 (0.22852963656187059) | > loss_disc_real_2: 0.28864213824272156 (0.23805853351950645) | > loss_disc_real_3: 0.20993193984031677 (0.2552799120545387) | > loss_disc_real_4: 0.19598375260829926 (0.2506966196000576) | > loss_disc_real_5: 0.17343340814113617 (0.23383897095918654) | > loss_0: 2.2897191047668457 (2.3988853216171266) | > loss_gen: 2.4778835773468018 (2.5672324180603026) | > loss_kl: 2.2763376235961914 (2.875212824344635) | > loss_feat: 8.077668190002441 (6.899601435661316) | > loss_mel: 18.777446746826172 (17.98412675857544) | > loss_duration: 2.329482316970825 (2.362685263156891) | > loss_1: 33.938819885253906 (32.6888584136963)  --> STEP: 21 | > loss_disc: 2.3778152465820312 (2.3978819847106934) | > loss_disc_real_0: 0.20919200778007507 (0.17190144601322355) | > loss_disc_real_1: 0.2501089572906494 (0.229557223263241) | > loss_disc_real_2: 0.2162301391363144 (0.23701908616792589) | > loss_disc_real_3: 0.21585021913051605 (0.25340230762958527) | > loss_disc_real_4: 0.20156751573085785 (0.24835713846342905) | > loss_disc_real_5: 0.17874197661876678 (0.23121530456202372) | > loss_0: 2.3778152465820312 (2.3978819847106934) | > loss_gen: 2.579989194869995 (2.567839883622669) | > loss_kl: 2.3679745197296143 (2.8510586193629672) | > loss_feat: 5.845057964324951 (6.849385079883394) | > loss_mel: 16.28717803955078 (17.90331967671712) | > loss_duration: 2.160867214202881 (2.3530748798733665) | > loss_1: 29.241065979003906 (32.52467782156809)  --> STEP: 22 | > loss_disc: 2.491807460784912 (2.4021513245322486) | > loss_disc_real_0: 0.17990046739578247 (0.17226503789424896) | > loss_disc_real_1: 0.227727472782135 (0.2294740527868271) | > loss_disc_real_2: 0.26135456562042236 (0.23812524432485754) | > loss_disc_real_3: 0.2713814377784729 (0.25421954081817105) | > loss_disc_real_4: 0.2975853681564331 (0.2505947852676565) | > loss_disc_real_5: 0.2484397441148758 (0.23199823363260788) | > loss_0: 2.491807460784912 (2.4021513245322486) | > loss_gen: 2.6414220333099365 (2.571184526790272) | > loss_kl: 2.081230640411377 (2.8160664385015313) | > loss_feat: 6.962101936340332 (6.854508573358709) | > loss_mel: 18.839200973510742 (17.945859735662285) | > loss_duration: 2.1789653301239014 (2.345160809430209) | > loss_1: 32.70292282104492 (32.53277986699886)  --> STEP: 23 | > loss_disc: 2.7185115814208984 (2.4159061183100157) | > loss_disc_real_0: 0.16579236090183258 (0.17198361715544824) | > loss_disc_real_1: 0.23907971382141113 (0.22989169022311334) | > loss_disc_real_2: 0.32703956961631775 (0.24199108455492102) | > loss_disc_real_3: 0.299470454454422 (0.25618697184583417) | > loss_disc_real_4: 0.2903696894645691 (0.25232412892839184) | > loss_disc_real_5: 0.3380579352378845 (0.23660952500675037) | > loss_0: 2.7185115814208984 (2.4159061183100157) | > loss_gen: 2.5202796459198 (2.5689712711002515) | > loss_kl: 2.3792290687561035 (2.797073509382165) | > loss_feat: 6.896902084350586 (6.856351769488791) | > loss_mel: 18.10430908203125 (17.952748837678325) | > loss_duration: 2.277071714401245 (2.342200413994167) | > loss_1: 32.177791595458984 (32.51734559432321)  --> STEP: 24 | > loss_disc: 2.4810564517974854 (2.41862071553866) | > loss_disc_real_0: 0.19346022605895996 (0.17287847585976124) | > loss_disc_real_1: 0.2720862329006195 (0.23164979616800943) | > loss_disc_real_2: 0.28969138860702515 (0.2439785972237587) | > loss_disc_real_3: 0.2897804081439972 (0.2575866983582576) | > loss_disc_real_4: 0.24316486716270447 (0.2519424930214882) | > loss_disc_real_5: 0.2524290382862091 (0.23726867139339447) | > loss_0: 2.4810564517974854 (2.41862071553866) | > loss_gen: 2.693903923034668 (2.5741767982641854) | > loss_kl: 2.5165069103240967 (2.785383234421412) | > loss_feat: 5.793852806091309 (6.812080979347229) | > loss_mel: 17.761573791503906 (17.94478321075439) | > loss_duration: 2.459672451019287 (2.347095082203547) | > loss_1: 31.22551155090332 (32.46351917584738)  --> STEP: 25 | > loss_disc: 2.339388847351074 (2.4154514408111565) | > loss_disc_real_0: 0.16357557475566864 (0.17250635981559753) | > loss_disc_real_1: 0.19502155482769012 (0.23018466651439667) | > loss_disc_real_2: 0.30783897638320923 (0.24653301239013672) | > loss_disc_real_3: 0.2728835940361023 (0.2581985741853714) | > loss_disc_real_4: 0.2041117399930954 (0.2500292629003525) | > loss_disc_real_5: 0.2263091802597046 (0.23683029174804687) | > loss_0: 2.339388847351074 (2.4154514408111565) | > loss_gen: 2.7089288234710693 (2.579566879272461) | > loss_kl: 2.7101778984069824 (2.782375020980835) | > loss_feat: 6.013158798217773 (6.780124092102051) | > loss_mel: 15.721702575683594 (17.855859985351557) | > loss_duration: 2.366053342819214 (2.347853412628174) | > loss_1: 29.520021438598633 (32.34577926635743)  --> STEP: 26 | > loss_disc: 2.4071927070617676 (2.4151337972054105) | > loss_disc_real_0: 0.15953218936920166 (0.1720073532599669) | > loss_disc_real_1: 0.3431774377822876 (0.23453054233239248) | > loss_disc_real_2: 0.2555317282676697 (0.2468791168469649) | > loss_disc_real_3: 0.2543792426586151 (0.2580516768189577) | > loss_disc_real_4: 0.2599305510520935 (0.25041008167541945) | > loss_disc_real_5: 0.2603629529476166 (0.23773539410187647) | > loss_0: 2.4071927070617676 (2.4151337972054105) | > loss_gen: 2.818126916885376 (2.588742265334496) | > loss_kl: 2.556168794631958 (2.773674781505878) | > loss_feat: 10.105255126953125 (6.9080137472886305) | > loss_mel: 18.606348037719727 (17.884724910442642) | > loss_duration: 2.2965896129608154 (2.3458817280255833) | > loss_1: 36.38248825073242 (32.50103730421801) --> EVAL PERFORMANCE | > avg_loader_time: 0.002477214886591984 (+0.00024411311516394892) | > avg_loss_disc: 2.4151337972054105 (-0.01918572645921035) | > avg_loss_disc_real_0: 0.1720073532599669 (+0.05707026358980398) | > avg_loss_disc_real_1: 0.23453054233239248 (+0.01899663358926773) | > avg_loss_disc_real_2: 0.2468791168469649 (+0.05386556799595171) | > avg_loss_disc_real_3: 0.2580516768189577 (+0.030098457749073326) | > avg_loss_disc_real_4: 0.25041008167541945 (+0.05196873155923992) | > avg_loss_disc_real_5: 0.23773539410187647 (+0.02108374209358141) | > avg_loss_0: 2.4151337972054105 (-0.01918572645921035) | > avg_loss_gen: 2.588742265334496 (+0.4182069989351125) | > avg_loss_kl: 2.773674781505878 (+0.01962369680404663) | > avg_loss_feat: 6.9080137472886305 (-0.008123342807476064) | > avg_loss_mel: 17.884724910442642 (+0.3565875933720477) | > avg_loss_duration: 2.3458817280255833 (+0.008802835757915073) | > avg_loss_1: 32.50103730421801 (+0.7950976445124844)  > EPOCH: 552/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:29:16)   --> TIME: 2024-06-11 15:29:22 -- STEP: 14/330 -- GLOBAL_STEP: 270175 | > loss_disc: 2.3848443031311035 (2.304258074079241) | > loss_disc_real_0: 0.12072399258613586 (0.1025879154247897) | > loss_disc_real_1: 0.2231522798538208 (0.19888059049844742) | > loss_disc_real_2: 0.22146333754062653 (0.20768243819475174) | > loss_disc_real_3: 0.2608465254306793 (0.2202585360833577) | > loss_disc_real_4: 0.24230562150478363 (0.2239128745027951) | > loss_disc_real_5: 0.22063934803009033 (0.22386422540460313) | > loss_0: 2.3848443031311035 (2.304258074079241) | > grad_norm_0: tensor(4.3953, device='cuda:0') (tensor(7.6780, device='cuda:0')) | > loss_gen: 2.5313563346862793 (2.4849186965397427) | > loss_kl: 1.8181178569793701 (1.867485957486289) | > loss_feat: 6.777302265167236 (6.8279471056801935) | > loss_mel: 16.534252166748047 (17.84045355660575) | > loss_duration: 2.022219181060791 (2.102951049804687) | > loss_1: 29.68324851989746 (31.12375627245222) | > grad_norm_1: tensor(51.9593, device='cuda:0') (tensor(79.4039, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3473 (0.36611041000911165) | > loader_time: 0.0029 (0.003005232129778181)  --> TIME: 2024-06-11 15:29:32 -- STEP: 39/330 -- GLOBAL_STEP: 270200 | > loss_disc: 2.252089500427246 (2.3316163221995034) | > loss_disc_real_0: 0.12192130088806152 (0.10997163313321578) | > loss_disc_real_1: 0.20340363681316376 (0.19855241897778633) | > loss_disc_real_2: 0.187504380941391 (0.20888382769547975) | > loss_disc_real_3: 0.20761394500732422 (0.2275001612993387) | > loss_disc_real_4: 0.23294803500175476 (0.22686631289812234) | > loss_disc_real_5: 0.23671123385429382 (0.22097061307002336) | > loss_0: 2.252089500427246 (2.3316163221995034) | > grad_norm_0: tensor(9.2568, device='cuda:0') (tensor(8.3399, device='cuda:0')) | > loss_gen: 2.5573763847351074 (2.507135794712947) | > loss_kl: 2.0368218421936035 (1.9015555595740294) | > loss_feat: 7.8122453689575195 (6.977575742281401) | > loss_mel: 17.6502742767334 (17.836843588413338) | > loss_duration: 2.0291247367858887 (2.041394637181208) | > loss_1: 32.08584213256836 (31.26450519072704) | > grad_norm_1: tensor(64.4484, device='cuda:0') (tensor(76.3129, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3809 (0.364537734251756) | > loader_time: 0.0038 (0.0033116951966897035)  --> TIME: 2024-06-11 15:29:41 -- STEP: 64/330 -- GLOBAL_STEP: 270225 | > loss_disc: 2.2894840240478516 (2.3498506024479866) | > loss_disc_real_0: 0.09964103996753693 (0.1114724304061383) | > loss_disc_real_1: 0.1877300888299942 (0.19792019575834274) | > loss_disc_real_2: 0.2217862457036972 (0.21201903303153813) | > loss_disc_real_3: 0.2217535674571991 (0.2291482649743557) | > loss_disc_real_4: 0.21223072707653046 (0.22967928485013545) | > loss_disc_real_5: 0.1691616028547287 (0.22266964963637292) | > loss_0: 2.2894840240478516 (2.3498506024479866) | > grad_norm_0: tensor(6.8119, device='cuda:0') (tensor(9.3231, device='cuda:0')) | > loss_gen: 2.482861042022705 (2.4796884432435036) | > loss_kl: 1.817954659461975 (1.9002699758857489) | > loss_feat: 7.8867058753967285 (6.968380145728588) | > loss_mel: 18.43035888671875 (17.829784482717514) | > loss_duration: 2.0136823654174805 (2.0194754041731358) | > loss_1: 32.631561279296875 (31.197598338127136) | > grad_norm_1: tensor(188.3973, device='cuda:0') (tensor(94.1883, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3825 (0.3642094656825067) | > loader_time: 0.0038 (0.003418758511543274)  --> TIME: 2024-06-11 15:29:50 -- STEP: 89/330 -- GLOBAL_STEP: 270250 | > loss_disc: 2.424381732940674 (2.3506666274552943) | > loss_disc_real_0: 0.10059791803359985 (0.1114523754026113) | > loss_disc_real_1: 0.17132583260536194 (0.19830247525418745) | > loss_disc_real_2: 0.236649751663208 (0.21229968713910397) | > loss_disc_real_3: 0.25807106494903564 (0.2289908593625165) | > loss_disc_real_4: 0.2284725308418274 (0.22953134524018576) | > loss_disc_real_5: 0.23562173545360565 (0.22312381143650312) | > loss_0: 2.424381732940674 (2.3506666274552943) | > grad_norm_0: tensor(6.1789, device='cuda:0') (tensor(9.9194, device='cuda:0')) | > loss_gen: 2.4533281326293945 (2.480619427863131) | > loss_kl: 1.9514671564102173 (1.9185796333162972) | > loss_feat: 6.591897964477539 (7.000022845321826) | > loss_mel: 17.395931243896484 (17.78440166859144) | > loss_duration: 2.016413688659668 (2.0113971568225475) | > loss_1: 30.409038543701172 (31.195020761382715) | > grad_norm_1: tensor(131.0751, device='cuda:0') (tensor(114.1002, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3668 (0.36680797244725605) | > loader_time: 0.0036 (0.0035259241468450996)  --> TIME: 2024-06-11 15:30:00 -- STEP: 114/330 -- GLOBAL_STEP: 270275 | > loss_disc: 2.3253164291381836 (2.353498596894115) | > loss_disc_real_0: 0.10179758816957474 (0.11258893263967414) | > loss_disc_real_1: 0.1902267336845398 (0.1981627431355025) | > loss_disc_real_2: 0.2348044216632843 (0.2127324785841139) | > loss_disc_real_3: 0.24487687647342682 (0.22922552546911074) | > loss_disc_real_4: 0.22964580357074738 (0.2297443274343223) | > loss_disc_real_5: 0.24054206907749176 (0.22295036572113372) | > loss_0: 2.3253164291381836 (2.353498596894115) | > grad_norm_0: tensor(11.5464, device='cuda:0') (tensor(10.4892, device='cuda:0')) | > loss_gen: 2.5895538330078125 (2.478757929383663) | > loss_kl: 2.0766618251800537 (1.923602449266534) | > loss_feat: 7.243156909942627 (6.99725059459084) | > loss_mel: 17.819169998168945 (17.761804413377195) | > loss_duration: 2.0201098918914795 (2.0118726178219437) | > loss_1: 31.7486515045166 (31.17328797725209) | > grad_norm_1: tensor(186.7281, device='cuda:0') (tensor(116.3518, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3763 (0.36897872205366167) | > loader_time: 0.0038 (0.003623224141304953)  --> TIME: 2024-06-11 15:30:10 -- STEP: 139/330 -- GLOBAL_STEP: 270300 | > loss_disc: 2.3510336875915527 (2.356728999734784) | > loss_disc_real_0: 0.07936500012874603 (0.11315416769801284) | > loss_disc_real_1: 0.18185439705848694 (0.19841400925204053) | > loss_disc_real_2: 0.16609543561935425 (0.21305448803112664) | > loss_disc_real_3: 0.19739122688770294 (0.22942962149064317) | > loss_disc_real_4: 0.19309966266155243 (0.23007126667087885) | > loss_disc_real_5: 0.20540113747119904 (0.22270248905360268) | > loss_0: 2.3510336875915527 (2.356728999734784) | > grad_norm_0: tensor(41.8379, device='cuda:0') (tensor(13.3342, device='cuda:0')) | > loss_gen: 2.438704252243042 (2.4806188147702666) | > loss_kl: 1.9338916540145874 (1.929390262356765) | > loss_feat: 7.005849361419678 (6.995998982902911) | > loss_mel: 16.41126251220703 (17.738064772791144) | > loss_duration: 2.0889029502868652 (2.0163938193012476) | > loss_1: 29.878610610961914 (31.160466585227912) | > grad_norm_1: tensor(378.3096, device='cuda:0') (tensor(145.2625, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.365 (0.3710550987463203) | > loader_time: 0.004 (0.0037331083695665537)  --> TIME: 2024-06-11 15:30:20 -- STEP: 164/330 -- GLOBAL_STEP: 270325 | > loss_disc: 2.4629323482513428 (2.3602075184263835) | > loss_disc_real_0: 0.18335121870040894 (0.11399558990648608) | > loss_disc_real_1: 0.20446670055389404 (0.19896343922833118) | > loss_disc_real_2: 0.23835565149784088 (0.21332795581803093) | > loss_disc_real_3: 0.25727131962776184 (0.22953653144763736) | > loss_disc_real_4: 0.2380627691745758 (0.22881642919851514) | > loss_disc_real_5: 0.28376421332359314 (0.22295077054238902) | > loss_0: 2.4629323482513428 (2.3602075184263835) | > grad_norm_0: tensor(33.0797, device='cuda:0') (tensor(15.5269, device='cuda:0')) | > loss_gen: 2.659794807434082 (2.486571275606389) | > loss_kl: 1.8717612028121948 (1.9270714019856803) | > loss_feat: 6.894564151763916 (7.006500965211449) | > loss_mel: 18.50656509399414 (17.751652066300554) | > loss_duration: 2.082396984100342 (2.018988090317423) | > loss_1: 32.01508331298828 (31.19078379142575) | > grad_norm_1: tensor(264.4199, device='cuda:0') (tensor(166.1161, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3861 (0.37311576779295774) | > loader_time: 0.0052 (0.003828390342433278)  --> TIME: 2024-06-11 15:30:30 -- STEP: 189/330 -- GLOBAL_STEP: 270350 | > loss_disc: 2.2813329696655273 (2.354397906197441) | > loss_disc_real_0: 0.12006490677595139 (0.11277501365889317) | > loss_disc_real_1: 0.20286358892917633 (0.1989318241202642) | > loss_disc_real_2: 0.2296394556760788 (0.21282011459744168) | > loss_disc_real_3: 0.23713968694210052 (0.229770192945445) | > loss_disc_real_4: 0.2167232781648636 (0.2284158881379183) | > loss_disc_real_5: 0.2442309707403183 (0.2228032453823342) | > loss_0: 2.2813329696655273 (2.354397906197441) | > grad_norm_0: tensor(7.2685, device='cuda:0') (tensor(17.4643, device='cuda:0')) | > loss_gen: 2.657635450363159 (2.503231961891136) | > loss_kl: 1.9553695917129517 (1.9327273242688052) | > loss_feat: 6.949988842010498 (7.032316387015045) | > loss_mel: 16.90251350402832 (17.71671124614736) | > loss_duration: 2.1042284965515137 (2.02645618953402) | > loss_1: 30.56973648071289 (31.211443179498904) | > grad_norm_1: tensor(450.6594, device='cuda:0') (tensor(192.8311, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.402 (0.3761732351212276) | > loader_time: 0.0052 (0.0039481208437965026)  --> TIME: 2024-06-11 15:30:40 -- STEP: 214/330 -- GLOBAL_STEP: 270375 | > loss_disc: 2.4080862998962402 (2.3573184915792145) | > loss_disc_real_0: 0.13722634315490723 (0.11451462456068703) | > loss_disc_real_1: 0.19524826109409332 (0.1993648926509875) | > loss_disc_real_2: 0.2229049950838089 (0.21275647729635241) | > loss_disc_real_3: 0.25277575850486755 (0.23003723270425172) | > loss_disc_real_4: 0.25494384765625 (0.22844309004667762) | > loss_disc_real_5: 0.2522675395011902 (0.22231406739381987) | > loss_0: 2.4080862998962402 (2.3573184915792145) | > grad_norm_0: tensor(37.8416, device='cuda:0') (tensor(20.4266, device='cuda:0')) | > loss_gen: 2.4282991886138916 (2.5024359783279584) | > loss_kl: 1.9755885601043701 (1.938305314456191) | > loss_feat: 6.277474880218506 (7.01205423613575) | > loss_mel: 16.74195098876953 (17.693701022139216) | > loss_duration: 2.1406497955322266 (2.034367488923474) | > loss_1: 29.563962936401367 (31.180864084546812) | > grad_norm_1: tensor(359.9616, device='cuda:0') (tensor(218.4289, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.3975 (0.379651361536757) | > loader_time: 0.0053 (0.00407599622958174)  --> TIME: 2024-06-11 15:30:51 -- STEP: 239/330 -- GLOBAL_STEP: 270400 | > loss_disc: 2.3833861351013184 (2.35821509361267) | > loss_disc_real_0: 0.08331890404224396 (0.11508728571579048) | > loss_disc_real_1: 0.18617065250873566 (0.19977211964679065) | > loss_disc_real_2: 0.2383788377046585 (0.21258669355923165) | > loss_disc_real_3: 0.2617168426513672 (0.22967539041860333) | > loss_disc_real_4: 0.21523615717887878 (0.22800287566923197) | > loss_disc_real_5: 0.21783389151096344 (0.22164804136154542) | > loss_0: 2.3833861351013184 (2.35821509361267) | > grad_norm_0: tensor(32.3243, device='cuda:0') (tensor(22.7096, device='cuda:0')) | > loss_gen: 2.628568649291992 (2.504298838611429) | > loss_kl: 1.9130830764770508 (1.9403883233728767) | > loss_feat: 7.622387409210205 (7.020454885570574) | > loss_mel: 18.024415969848633 (17.667900835619797) | > loss_duration: 2.088209867477417 (2.0426954564689104) | > loss_1: 32.27666473388672 (31.175738402490335) | > grad_norm_1: tensor(463.8235, device='cuda:0') (tensor(236.4419, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.4147 (0.3840111718516969) | > loader_time: 0.0056 (0.00421698023584597)  --> TIME: 2024-06-11 15:31:02 -- STEP: 264/330 -- GLOBAL_STEP: 270425 | > loss_disc: 2.3990275859832764 (2.3616071632414144) | > loss_disc_real_0: 0.1598728597164154 (0.11659756273200567) | > loss_disc_real_1: 0.20623484253883362 (0.19972312202056247) | > loss_disc_real_2: 0.23026983439922333 (0.21297752840275117) | > loss_disc_real_3: 0.23503097891807556 (0.23018254937999177) | > loss_disc_real_4: 0.2708323299884796 (0.22800812475157506) | > loss_disc_real_5: 0.2305700033903122 (0.22200126500066483) | > loss_0: 2.3990275859832764 (2.3616071632414144) | > grad_norm_0: tensor(90.5246, device='cuda:0') (tensor(25.0835, device='cuda:0')) | > loss_gen: 2.516099214553833 (2.5008922463113628) | > loss_kl: 2.0880584716796875 (1.9442012720938884) | > loss_feat: 6.4159464836120605 (7.008912547068163) | > loss_mel: 16.808847427368164 (17.63264618497905) | > loss_duration: 2.163041830062866 (2.0503921337199933) | > loss_1: 29.991994857788086 (31.137044444228664) | > grad_norm_1: tensor(315.4859, device='cuda:0') (tensor(253.6043, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.4412 (0.3877345495151752) | > loader_time: 0.0057 (0.0043662100127249024)  --> TIME: 2024-06-11 15:31:13 -- STEP: 289/330 -- GLOBAL_STEP: 270450 | > loss_disc: 2.31034517288208 (2.360985672597654) | > loss_disc_real_0: 0.11642231047153473 (0.11696482195831501) | > loss_disc_real_1: 0.1867576539516449 (0.2002615706421512) | > loss_disc_real_2: 0.20281177759170532 (0.21292263217863328) | > loss_disc_real_3: 0.2306629866361618 (0.2296770864188878) | > loss_disc_real_4: 0.23489846289157867 (0.22810801549147564) | > loss_disc_real_5: 0.24414807558059692 (0.2217871800425969) | > loss_0: 2.31034517288208 (2.360985672597654) | > grad_norm_0: tensor(54.3220, device='cuda:0') (tensor(26.3452, device='cuda:0')) | > loss_gen: 2.519908905029297 (2.501185642394229) | > loss_kl: 2.0850582122802734 (1.9489047279819898) | > loss_feat: 7.058141708374023 (7.0314023420472465) | > loss_mel: 16.644704818725586 (17.592873490805424) | > loss_duration: 2.2050514221191406 (2.059631275883184) | > loss_1: 30.51286506652832 (31.133997537685513) | > grad_norm_1: tensor(562.3525, device='cuda:0') (tensor(268.3612, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.4567 (0.3925581762122449) | > loader_time: 0.0063 (0.00454787152036251)  --> TIME: 2024-06-11 15:31:26 -- STEP: 314/330 -- GLOBAL_STEP: 270475 | > loss_disc: 2.497230052947998 (2.361563938438512) | > loss_disc_real_0: 0.17685337364673615 (0.11814398125146225) | > loss_disc_real_1: 0.25297844409942627 (0.20015112690295375) | > loss_disc_real_2: 0.2409488707780838 (0.21291811840169753) | > loss_disc_real_3: 0.2276288866996765 (0.22938286161916277) | > loss_disc_real_4: 0.21065914630889893 (0.22817868786822454) | > loss_disc_real_5: 0.22391797602176666 (0.22155825964584477) | > loss_0: 2.497230052947998 (2.361563938438512) | > grad_norm_0: tensor(66.1123, device='cuda:0') (tensor(27.3690, device='cuda:0')) | > loss_gen: 2.428950309753418 (2.499025716143809) | > loss_kl: 2.00116229057312 (1.9541853351198184) | > loss_feat: 7.092564105987549 (7.050360583955316) | > loss_mel: 17.042800903320312 (17.56268221861236) | > loss_duration: 2.269162654876709 (2.072202313477827) | > loss_1: 30.83464241027832 (31.13845622311732) | > grad_norm_1: tensor(400.5125, device='cuda:0') (tensor(278.0663, device='cuda:0')) | > current_lr_0: 0.0001866645309560218 | > current_lr_1: 0.0001866645309560218 | > step_time: 0.5325 (0.4004766986628248) | > loader_time: 0.0084 (0.004760935807683666)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3843352794647217 (2.3843352794647217) | > loss_disc_real_0: 0.12865541875362396 (0.12865541875362396) | > loss_disc_real_1: 0.21376313269138336 (0.21376313269138336) | > loss_disc_real_2: 0.2531108558177948 (0.2531108558177948) | > loss_disc_real_3: 0.1960803121328354 (0.1960803121328354) | > loss_disc_real_4: 0.23516570031642914 (0.23516570031642914) | > loss_disc_real_5: 0.17872992157936096 (0.17872992157936096) | > loss_0: 2.3843352794647217 (2.3843352794647217) | > loss_gen: 2.5831899642944336 (2.5831899642944336) | > loss_kl: 2.8532984256744385 (2.8532984256744385) | > loss_feat: 7.839659690856934 (7.839659690856934) | > loss_mel: 16.599214553833008 (16.599214553833008) | > loss_duration: 3.0053465366363525 (3.0053465366363525) | > loss_1: 32.88071060180664 (32.88071060180664)  --> STEP: 1 | > loss_disc: 2.2901649475097656 (2.2901649475097656) | > loss_disc_real_0: 0.10610400885343552 (0.10610400885343552) | > loss_disc_real_1: 0.23440994322299957 (0.23440994322299957) | > loss_disc_real_2: 0.21638670563697815 (0.21638670563697815) | > loss_disc_real_3: 0.2772817313671112 (0.2772817313671112) | > loss_disc_real_4: 0.24281653761863708 (0.24281653761863708) | > loss_disc_real_5: 0.215389683842659 (0.215389683842659) | > loss_0: 2.2901649475097656 (2.2901649475097656) | > loss_gen: 2.5276846885681152 (2.5276846885681152) | > loss_kl: 2.9451889991760254 (2.9451889991760254) | > loss_feat: 5.169736862182617 (5.169736862182617) | > loss_mel: 17.83755111694336 (17.83755111694336) | > loss_duration: 2.5046050548553467 (2.5046050548553467) | > loss_1: 30.984766006469727 (30.984766006469727)  --> STEP: 2 | > loss_disc: 2.387852191925049 (2.3390085697174072) | > loss_disc_real_0: 0.0716007798910141 (0.08885239437222481) | > loss_disc_real_1: 0.15812146663665771 (0.19626570492982864) | > loss_disc_real_2: 0.26599690318107605 (0.2411918044090271) | > loss_disc_real_3: 0.23980815708637238 (0.2585449442267418) | > loss_disc_real_4: 0.2952646315097809 (0.269040584564209) | > loss_disc_real_5: 0.26971352100372314 (0.24255160242319107) | > loss_0: 2.387852191925049 (2.3390085697174072) | > loss_gen: 2.504927635192871 (2.516306161880493) | > loss_kl: 3.4237306118011475 (3.1844598054885864) | > loss_feat: 6.113959789276123 (5.64184832572937) | > loss_mel: 18.24016761779785 (18.038859367370605) | > loss_duration: 2.4958934783935547 (2.5002492666244507) | > loss_1: 32.77867889404297 (31.881722450256348)  --> STEP: 3 | > loss_disc: 2.303736448287964 (2.3272511959075928) | > loss_disc_real_0: 0.1931738406419754 (0.123626209795475) | > loss_disc_real_1: 0.16807463765144348 (0.18686868250370026) | > loss_disc_real_2: 0.27013787627220154 (0.25084049503008526) | > loss_disc_real_3: 0.18957720696926117 (0.23555569847424826) | > loss_disc_real_4: 0.24151012301445007 (0.2598637640476227) | > loss_disc_real_5: 0.17449432611465454 (0.2198658436536789) | > loss_0: 2.303736448287964 (2.3272511959075928) | > loss_gen: 2.578862428665161 (2.537158250808716) | > loss_kl: 2.5475683212280273 (2.9721626440684) | > loss_feat: 6.110770225524902 (5.798155625661214) | > loss_mel: 17.10080909729004 (17.726175944010418) | > loss_duration: 2.247777223587036 (2.4160919189453125) | > loss_1: 30.58578872680664 (31.449744542439777)  --> STEP: 4 | > loss_disc: 2.688810110092163 (2.4176409244537354) | > loss_disc_real_0: 0.2469758689403534 (0.1544636245816946) | > loss_disc_real_1: 0.23606069386005402 (0.1991666853427887) | > loss_disc_real_2: 0.16273747384548187 (0.2288147397339344) | > loss_disc_real_3: 0.23932242393493652 (0.23649737983942032) | > loss_disc_real_4: 0.28139957785606384 (0.26524771749973297) | > loss_disc_real_5: 0.1943652629852295 (0.21349069848656654) | > loss_0: 2.688810110092163 (2.4176409244537354) | > loss_gen: 2.156634569168091 (2.4420273303985596) | > loss_kl: 3.5759589672088623 (3.1231117248535156) | > loss_feat: 5.7552337646484375 (5.78742516040802) | > loss_mel: 16.62694549560547 (17.45136833190918) | > loss_duration: 2.3565356731414795 (2.4012028574943542) | > loss_1: 30.4713077545166 (31.205135345458984)  --> STEP: 5 | > loss_disc: 2.890913486480713 (2.512295436859131) | > loss_disc_real_0: 0.3764103651046753 (0.19885297268629074) | > loss_disc_real_1: 0.3319648802280426 (0.22572632431983947) | > loss_disc_real_2: 0.2845214605331421 (0.23995608389377593) | > loss_disc_real_3: 0.30736833810806274 (0.2506715714931488) | > loss_disc_real_4: 0.3116890490055084 (0.27453598380088806) | > loss_disc_real_5: 0.29288730025291443 (0.22937001883983613) | > loss_0: 2.890913486480713 (2.512295436859131) | > loss_gen: 2.6003739833831787 (2.4736966609954836) | > loss_kl: 2.443516731262207 (2.987192726135254) | > loss_feat: 3.70920991897583 (5.371782112121582) | > loss_mel: 18.360395431518555 (17.633173751831055) | > loss_duration: 2.4129350185394287 (2.4035492897033692) | > loss_1: 29.526432037353516 (30.86939468383789)  --> STEP: 6 | > loss_disc: 2.2910959720611572 (2.4754288593928018) | > loss_disc_real_0: 0.11489252746105194 (0.18485956514875093) | > loss_disc_real_1: 0.17471760511398315 (0.21722487111886343) | > loss_disc_real_2: 0.25929394364356995 (0.2431790605187416) | > loss_disc_real_3: 0.20521870255470276 (0.24309609333674112) | > loss_disc_real_4: 0.25526851415634155 (0.2713247388601303) | > loss_disc_real_5: 0.26069700717926025 (0.23459118356307349) | > loss_0: 2.2910959720611572 (2.4754288593928018) | > loss_gen: 2.592613697052002 (2.4935161670049033) | > loss_kl: 2.3116447925567627 (2.874601403872172) | > loss_feat: 6.315064907073975 (5.528995911280314) | > loss_mel: 18.04393768310547 (17.701634407043457) | > loss_duration: 2.203643321990967 (2.3702316284179688) | > loss_1: 31.466903686523438 (30.968979517618816)  --> STEP: 7 | > loss_disc: 2.5470428466796875 (2.485659429005214) | > loss_disc_real_0: 0.1912301778793335 (0.1857696526816913) | > loss_disc_real_1: 0.20359672605991364 (0.21527799325329916) | > loss_disc_real_2: 0.2135479599237442 (0.2389460461480277) | > loss_disc_real_3: 0.33795303106307983 (0.2566470844405038) | > loss_disc_real_4: 0.3292366564273834 (0.2795978699411665) | > loss_disc_real_5: 0.25374042987823486 (0.2373267901795251) | > loss_0: 2.5470428466796875 (2.485659429005214) | > loss_gen: 2.4485058784484863 (2.487086125782558) | > loss_kl: 4.641019821166992 (3.126946892057146) | > loss_feat: 5.198126792907715 (5.481728894369943) | > loss_mel: 18.52900505065918 (17.819830213274276) | > loss_duration: 2.4879579544067383 (2.387049674987793) | > loss_1: 33.30461502075195 (31.30264173235212)  --> STEP: 8 | > loss_disc: 2.499084711074829 (2.487337589263916) | > loss_disc_real_0: 0.2634730339050293 (0.19548257533460855) | > loss_disc_real_1: 0.17708154022693634 (0.21050343662500381) | > loss_disc_real_2: 0.2353016585111618 (0.23849049769341946) | > loss_disc_real_3: 0.210281640291214 (0.2508514039218426) | > loss_disc_real_4: 0.2681843936443329 (0.27817118540406227) | > loss_disc_real_5: 0.2144850790500641 (0.23447157628834248) | > loss_0: 2.499084711074829 (2.487337589263916) | > loss_gen: 2.4481282234191895 (2.482216387987137) | > loss_kl: 2.7910687923431396 (3.0849621295928955) | > loss_feat: 10.825008392333984 (6.149638831615448) | > loss_mel: 18.234786987304688 (17.871699810028076) | > loss_duration: 2.254835605621338 (2.370522916316986) | > loss_1: 36.553829193115234 (31.95904016494751)  --> STEP: 9 | > loss_disc: 2.6001229286193848 (2.499869293636746) | > loss_disc_real_0: 0.28585654497146606 (0.2055241275164816) | > loss_disc_real_1: 0.1855846345424652 (0.20773468083805507) | > loss_disc_real_2: 0.2772543132305145 (0.24279758830865225) | > loss_disc_real_3: 0.17472030222415924 (0.2423923926221) | > loss_disc_real_4: 0.2407436966896057 (0.27401257554690045) | > loss_disc_real_5: 0.21545256674289703 (0.23235835300551522) | > loss_0: 2.6001229286193848 (2.499869293636746) | > loss_gen: 2.4916934967041016 (2.4832694000667996) | > loss_kl: 3.141500234603882 (3.0912441412607827) | > loss_feat: 10.126651763916016 (6.591529157426622) | > loss_mel: 19.41781997680664 (18.04349093967014) | > loss_duration: 2.1286520957946777 (2.3436483807033963) | > loss_1: 37.30631637573242 (32.553181966145836)  --> STEP: 10 | > loss_disc: 2.407345771789551 (2.4906169414520263) | > loss_disc_real_0: 0.26443547010421753 (0.21141526177525521) | > loss_disc_real_1: 0.21902768313884735 (0.2088639810681343) | > loss_disc_real_2: 0.2063416987657547 (0.2391519993543625) | > loss_disc_real_3: 0.1715116649866104 (0.23530431985855102) | > loss_disc_real_4: 0.1669730544090271 (0.2633086234331131) | > loss_disc_real_5: 0.15700466930866241 (0.22482298463582992) | > loss_0: 2.407345771789551 (2.4906169414520263) | > loss_gen: 2.239164352416992 (2.4588588953018187) | > loss_kl: 2.517549991607666 (3.0338747262954713) | > loss_feat: 5.509243011474609 (6.4833005428314205) | > loss_mel: 14.20930004119873 (17.660071849822998) | > loss_duration: 2.301692008972168 (2.3394527435302734) | > loss_1: 26.776947021484375 (31.975558471679687)  --> STEP: 11 | > loss_disc: 2.5742335319519043 (2.498218449679288) | > loss_disc_real_0: 0.15827718377113342 (0.20658452741124414) | > loss_disc_real_1: 0.19740961492061615 (0.20782267505472357) | > loss_disc_real_2: 0.2895030975341797 (0.24372937191616406) | > loss_disc_real_3: 0.20571665465831757 (0.23261453211307526) | > loss_disc_real_4: 0.25592055916786194 (0.26263698122718115) | > loss_disc_real_5: 0.2523430585861206 (0.2273248095404018) | > loss_0: 2.5742335319519043 (2.498218449679288) | > loss_gen: 2.2062716484069824 (2.4358964183113794) | > loss_kl: 3.701481342315674 (3.094566236842762) | > loss_feat: 7.380617618560791 (6.564874822443182) | > loss_mel: 18.009830474853516 (17.691868088462137) | > loss_duration: 2.4642226696014404 (2.3507954640821977) | > loss_1: 33.76242446899414 (32.138000835071914)  --> STEP: 12 | > loss_disc: 2.6117677688598633 (2.507680892944336) | > loss_disc_real_0: 0.24657496809959412 (0.2099170641352733) | > loss_disc_real_1: 0.25661903619766235 (0.2118890384833018) | > loss_disc_real_2: 0.2816123068332672 (0.24688628315925598) | > loss_disc_real_3: 0.22306875884532928 (0.23181905100742975) | > loss_disc_real_4: 0.2638443112373352 (0.26273759206136066) | > loss_disc_real_5: 0.2533712685108185 (0.22949534778793654) | > loss_0: 2.6117677688598633 (2.507680892944336) | > loss_gen: 2.432577610015869 (2.43561985095342) | > loss_kl: 2.709625482559204 (3.062487840652466) | > loss_feat: 6.399646759033203 (6.551105817159017) | > loss_mel: 16.23313331604004 (17.57030685742696) | > loss_duration: 2.241262912750244 (2.3416677514712014) | > loss_1: 30.016244888305664 (31.96118783950806)  --> STEP: 13 | > loss_disc: 2.2005317211151123 (2.4840540335728574) | > loss_disc_real_0: 0.20291900634765625 (0.2093787519977643) | > loss_disc_real_1: 0.2136114537715912 (0.21202153196701637) | > loss_disc_real_2: 0.22064094245433807 (0.24486741079733923) | > loss_disc_real_3: 0.1772492378950119 (0.22762137307570532) | > loss_disc_real_4: 0.17023298144340515 (0.2556218527830564) | > loss_disc_real_5: 0.1402023583650589 (0.22262665629386902) | > loss_0: 2.2005317211151123 (2.4840540335728574) | > loss_gen: 2.5330681800842285 (2.4431158762711744) | > loss_kl: 2.853834629058838 (3.046437593606802) | > loss_feat: 7.706573486328125 (6.639987945556641) | > loss_mel: 16.783824920654297 (17.509808246905987) | > loss_duration: 2.1837732791900635 (2.329522022834191) | > loss_1: 32.061073303222656 (31.968871336716877)  --> STEP: 14 | > loss_disc: 2.3177638053894043 (2.472176160131182) | > loss_disc_real_0: 0.23181793093681335 (0.21098155049341066) | > loss_disc_real_1: 0.1433642953634262 (0.2071174436381885) | > loss_disc_real_2: 0.22604720294475555 (0.24352311023644038) | > loss_disc_real_3: 0.16699960827827454 (0.22329124701874598) | > loss_disc_real_4: 0.22790828347206116 (0.25364231211798527) | > loss_disc_real_5: 0.1805889755487442 (0.21962396481207438) | > loss_0: 2.3177638053894043 (2.472176160131182) | > loss_gen: 2.6217386722564697 (2.455874647412981) | > loss_kl: 3.2550978660583496 (3.0613418987819125) | > loss_feat: 7.408032417297363 (6.6948482649666925) | > loss_mel: 17.76897430419922 (17.52832010814122) | > loss_duration: 2.433034658432007 (2.3369157825197493) | > loss_1: 33.48687744140625 (32.07730034419469)  --> STEP: 15 | > loss_disc: 2.491586208343506 (2.473470163345337) | > loss_disc_real_0: 0.2181500494480133 (0.2114594504237175) | > loss_disc_real_1: 0.20704185962677002 (0.20711240470409392) | > loss_disc_real_2: 0.2196955680847168 (0.24193460742632547) | > loss_disc_real_3: 0.24319133162498474 (0.22461791932582856) | > loss_disc_real_4: 0.25718894600868225 (0.25387875437736507) | > loss_disc_real_5: 0.20658090710639954 (0.21875442763169606) | > loss_0: 2.491586208343506 (2.473470163345337) | > loss_gen: 2.517007350921631 (2.459950160980225) | > loss_kl: 3.7861623764038086 (3.1096632639567057) | > loss_feat: 8.147432327270508 (6.7916872024536135) | > loss_mel: 17.86151885986328 (17.550533358256022) | > loss_duration: 2.3477869033813477 (2.3376405239105225) | > loss_1: 34.65990447998047 (32.249473953247076)  --> STEP: 16 | > loss_disc: 2.6472954750061035 (2.484334245324135) | > loss_disc_real_0: 0.22589823603630066 (0.21236187452450395) | > loss_disc_real_1: 0.2496335506439209 (0.20976997632533312) | > loss_disc_real_2: 0.23481717705726624 (0.24148976802825928) | > loss_disc_real_3: 0.29576730728149414 (0.22906475607305765) | > loss_disc_real_4: 0.27856144309043884 (0.25542142242193216) | > loss_disc_real_5: 0.24065692722797394 (0.22012333385646343) | > loss_0: 2.6472954750061035 (2.484334245324135) | > loss_gen: 2.4712073802948 (2.4606537371873856) | > loss_kl: 2.7657580375671387 (3.088169187307358) | > loss_feat: 6.144271373748779 (6.751223713159561) | > loss_mel: 16.801713943481445 (17.50373214483261) | > loss_duration: 2.3587331771850586 (2.338958814740181) | > loss_1: 30.541683197021484 (32.14273703098298)  --> STEP: 17 | > loss_disc: 2.4763259887695312 (2.4838631714091584) | > loss_disc_real_0: 0.25723516941070557 (0.21500148010604522) | > loss_disc_real_1: 0.21497178077697754 (0.21007596482248866) | > loss_disc_real_2: 0.19009089469909668 (0.2384663048912497) | > loss_disc_real_3: 0.2062608301639557 (0.2277233486666399) | > loss_disc_real_4: 0.2156105786561966 (0.25307960808277125) | > loss_disc_real_5: 0.2142658233642578 (0.21977877441574545) | > loss_0: 2.4763259887695312 (2.4838631714091584) | > loss_gen: 2.3408169746398926 (2.4536045158610627) | > loss_kl: 2.5674257278442383 (3.057537219103645) | > loss_feat: 5.816615104675293 (6.696246736189899) | > loss_mel: 17.421977996826172 (17.49892307730282) | > loss_duration: 2.516571044921875 (2.349406592986163) | > loss_1: 30.663406372070312 (32.055717580458705)  --> STEP: 18 | > loss_disc: 2.2445685863494873 (2.470569027794732) | > loss_disc_real_0: 0.13731558620929718 (0.21068559711178145) | > loss_disc_real_1: 0.1706252247095108 (0.20788425703843436) | > loss_disc_real_2: 0.1600109189748764 (0.23410767234034008) | > loss_disc_real_3: 0.22783274948596954 (0.227729426489936) | > loss_disc_real_4: 0.2114049792289734 (0.25076435092422694) | > loss_disc_real_5: 0.1155238226056099 (0.2139868326485157) | > loss_0: 2.2445685863494873 (2.470569027794732) | > loss_gen: 2.631783962249756 (2.4635033739937677) | > loss_kl: 2.3880536556243896 (3.020343687799242) | > loss_feat: 11.138679504394531 (6.943048556645711) | > loss_mel: 19.094999313354492 (17.58759397930569) | > loss_duration: 2.2293355464935303 (2.3427359792921276) | > loss_1: 37.482852935791016 (32.357225100199386)  --> STEP: 19 | > loss_disc: 2.6183881759643555 (2.4783489829615544) | > loss_disc_real_0: 0.15490880608558655 (0.20774997653145538) | > loss_disc_real_1: 0.1793489009141922 (0.20638239618979) | > loss_disc_real_2: 0.17746859788894653 (0.23112666842184568) | > loss_disc_real_3: 0.1943739950656891 (0.2259738774676072) | > loss_disc_real_4: 0.18831861019134521 (0.24747773299091735) | > loss_disc_real_5: 0.20248354971408844 (0.21338139670459846) | > loss_0: 2.6183881759643555 (2.4783489829615544) | > loss_gen: 1.7946583032608032 (2.4283010018499276) | > loss_kl: 2.24243426322937 (2.9794010865060905) | > loss_feat: 5.360844135284424 (6.85977463973196) | > loss_mel: 16.69062042236328 (17.540384844729775) | > loss_duration: 2.3343708515167236 (2.342295709409212) | > loss_1: 28.422929763793945 (32.1501569245991)  --> STEP: 20 | > loss_disc: 2.510773181915283 (2.479970192909241) | > loss_disc_real_0: 0.22276699542999268 (0.20850082747638227) | > loss_disc_real_1: 0.18297454714775085 (0.20521200373768805) | > loss_disc_real_2: 0.26568377017974854 (0.23285452350974084) | > loss_disc_real_3: 0.23565082252025604 (0.22645772472023964) | > loss_disc_real_4: 0.23764148354530334 (0.24698592051863666) | > loss_disc_real_5: 0.17904409766197205 (0.21166453175246716) | > loss_0: 2.510773181915283 (2.479970192909241) | > loss_gen: 2.394092082977295 (2.4265905559062957) | > loss_kl: 2.4545207023620605 (2.953157067298889) | > loss_feat: 6.7197699546813965 (6.8527744054794315) | > loss_mel: 19.02664566040039 (17.614697885513305) | > loss_duration: 2.27754545211792 (2.3390581965446473) | > loss_1: 32.87257385253906 (32.1862777709961)  --> STEP: 21 | > loss_disc: 2.5072882175445557 (2.481271051225208) | > loss_disc_real_0: 0.1728808879852295 (0.20680463988156544) | > loss_disc_real_1: 0.20419271290302277 (0.2051634660788945) | > loss_disc_real_2: 0.25714293122291565 (0.23401111435322536) | > loss_disc_real_3: 0.20501558482646942 (0.2254366704395839) | > loss_disc_real_4: 0.22212417423725128 (0.2458020278385707) | > loss_disc_real_5: 0.21465742588043213 (0.2118070505204655) | > loss_0: 2.5072882175445557 (2.481271051225208) | > loss_gen: 2.4302115440368652 (2.4267629839125133) | > loss_kl: 2.4831736087799072 (2.930776902607509) | > loss_feat: 6.2668304443359375 (6.824872312091646) | > loss_mel: 16.225854873657227 (17.54856250399635) | > loss_duration: 2.190596580505371 (2.331988595780872) | > loss_1: 29.596668243408203 (32.06296303158715)  --> STEP: 22 | > loss_disc: 2.504401206970215 (2.48232242194089) | > loss_disc_real_0: 0.22767791152000427 (0.20775342495603996) | > loss_disc_real_1: 0.2565056383609772 (0.20749720118262552) | > loss_disc_real_2: 0.21291662752628326 (0.2330522740429098) | > loss_disc_real_3: 0.22175461053848267 (0.22526930408044296) | > loss_disc_real_4: 0.2756325602531433 (0.24715796113014218) | > loss_disc_real_5: 0.23766174912452698 (0.21298226409337737) | > loss_0: 2.504401206970215 (2.48232242194089) | > loss_gen: 2.552725076675415 (2.4324885335835544) | > loss_kl: 2.4335007667541504 (2.908173441886902) | > loss_feat: 6.490675926208496 (6.809681567278775) | > loss_mel: 18.207889556884766 (17.57853191549128) | > loss_duration: 2.173612117767334 (2.324789664962075) | > loss_1: 31.8584041595459 (32.053664901039824)  --> STEP: 23 | > loss_disc: 2.302882671356201 (2.4745206936545996) | > loss_disc_real_0: 0.18613800406455994 (0.20681362404771472) | > loss_disc_real_1: 0.15218938887119293 (0.2050925136908241) | > loss_disc_real_2: 0.24255135655403137 (0.23346527763034985) | > loss_disc_real_3: 0.19588515162467957 (0.2239917322345402) | > loss_disc_real_4: 0.23641405999660492 (0.24669083499390143) | > loss_disc_real_5: 0.17937299609184265 (0.2115209915715715) | > loss_0: 2.302882671356201 (2.4745206936545996) | > loss_gen: 2.620220184326172 (2.440650779268016) | > loss_kl: 2.521859645843506 (2.891377189885015) | > loss_feat: 8.074275016784668 (6.864663891170336) | > loss_mel: 18.693716049194336 (17.627018182174023) | > loss_duration: 2.2829437255859375 (2.3229702762935474) | > loss_1: 34.193016052246094 (32.14668016848357)  --> STEP: 24 | > loss_disc: 2.4807965755462646 (2.474782188733419) | > loss_disc_real_0: 0.26156821846961975 (0.20909506548196077) | > loss_disc_real_1: 0.2068583369255066 (0.20516608965893587) | > loss_disc_real_2: 0.296221524477005 (0.2360801212489605) | > loss_disc_real_3: 0.2442498803138733 (0.22483582173784575) | > loss_disc_real_4: 0.24012941122055054 (0.24641744233667848) | > loss_disc_real_5: 0.17923040688037872 (0.21017555054277182) | > loss_0: 2.4807965755462646 (2.474782188733419) | > loss_gen: 2.5642497539520264 (2.4458007365465164) | > loss_kl: 2.53542423248291 (2.8765458166599274) | > loss_feat: 5.335099697113037 (6.800932049751282) | > loss_mel: 17.81693458557129 (17.63493136564891) | > loss_duration: 2.452103614807129 (2.3283508320649466) | > loss_1: 30.703811645507812 (32.08656064669291)  --> STEP: 25 | > loss_disc: 2.5661497116088867 (2.4784368896484374) | > loss_disc_real_0: 0.20894017815589905 (0.2090888699889183) | > loss_disc_real_1: 0.1720241755247116 (0.2038404130935669) | > loss_disc_real_2: 0.24396957457065582 (0.2363956993818283) | > loss_disc_real_3: 0.24358519911766052 (0.22558579683303834) | > loss_disc_real_4: 0.2648323178291321 (0.24715403735637662) | > loss_disc_real_5: 0.3120681941509247 (0.21425125628709793) | > loss_0: 2.5661497116088867 (2.4784368896484374) | > loss_gen: 2.371110200881958 (2.442813115119934) | > loss_kl: 3.2552242279052734 (2.8916929531097413) | > loss_feat: 5.796523094177246 (6.7607556915283205) | > loss_mel: 15.84727668762207 (17.563425178527837) | > loss_duration: 2.3791356086730957 (2.3303822231292726) | > loss_1: 29.64927101135254 (31.989069061279295)  --> STEP: 26 | > loss_disc: 2.632646083831787 (2.484368012501643) | > loss_disc_real_0: 0.3463152050971985 (0.21436680595462138) | > loss_disc_real_1: 0.27147814631462097 (0.20644186437129974) | > loss_disc_real_2: 0.2199973464012146 (0.23576499349795854) | > loss_disc_real_3: 0.204585462808609 (0.22477809167825258) | > loss_disc_real_4: 0.22163039445877075 (0.24617235878339178) | > loss_disc_real_5: 0.16896028816699982 (0.21250929597478646) | > loss_0: 2.632646083831787 (2.484368012501643) | > loss_gen: 2.2156612873077393 (2.4340765063579264) | > loss_kl: 2.4661977291107178 (2.875327752186702) | > loss_feat: 4.065914154052734 (6.657107940086951) | > loss_mel: 9.995494842529297 (17.272350934835586) | > loss_duration: 2.2759780883789062 (2.3282897564081044) | > loss_1: 21.01924705505371 (31.567152830270622) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024936565986046423 (+1.644171201265832e-05) | > avg_loss_disc: 2.484368012501643 (+0.06923421529623264) | > avg_loss_disc_real_0: 0.21436680595462138 (+0.042359452694654465) | > avg_loss_disc_real_1: 0.20644186437129974 (-0.02808867796109274) | > avg_loss_disc_real_2: 0.23576499349795854 (-0.011114123349006355) | > avg_loss_disc_real_3: 0.22477809167825258 (-0.03327358514070511) | > avg_loss_disc_real_4: 0.24617235878339178 (-0.004237722892027673) | > avg_loss_disc_real_5: 0.21250929597478646 (-0.025226098127090008) | > avg_loss_0: 2.484368012501643 (+0.06923421529623264) | > avg_loss_gen: 2.4340765063579264 (-0.15466575897656965) | > avg_loss_kl: 2.875327752186702 (+0.1016529706808238) | > avg_loss_feat: 6.657107940086951 (-0.2509058072016792) | > avg_loss_mel: 17.272350934835586 (-0.6123739756070563) | > avg_loss_duration: 2.3282897564081044 (-0.01759197161747883) | > avg_loss_1: 31.567152830270622 (-0.933884473947387)  > EPOCH: 553/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:31:54)   --> TIME: 2024-06-11 15:31:58 -- STEP: 9/330 -- GLOBAL_STEP: 270500 | > loss_disc: 2.2219483852386475 (2.3442480829026966) | > loss_disc_real_0: 0.08787259459495544 (0.10551830463939244) | > loss_disc_real_1: 0.16279171407222748 (0.1978413528866238) | > loss_disc_real_2: 0.20673370361328125 (0.21713409655623966) | > loss_disc_real_3: 0.22470957040786743 (0.23450837035973868) | > loss_disc_real_4: 0.20150373876094818 (0.23867016202873653) | > loss_disc_real_5: 0.2209894210100174 (0.22823760079012978) | > loss_0: 2.2219483852386475 (2.3442480829026966) | > grad_norm_0: tensor(8.1142, device='cuda:0') (tensor(7.0235, device='cuda:0')) | > loss_gen: 2.5534298419952393 (2.4767859246995716) | > loss_kl: 1.9883947372436523 (1.9287896818584866) | > loss_feat: 7.373180866241455 (6.685644891526964) | > loss_mel: 18.63054084777832 (18.119598600599502) | > loss_duration: 2.0955262184143066 (2.1454502211676703) | > loss_1: 32.641075134277344 (31.356270260281033) | > grad_norm_1: tensor(95.3101, device='cuda:0') (tensor(80.2751, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3468 (0.3607490592532688) | > loader_time: 0.003 (0.0031303829616970485) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_270500.pth  --> TIME: 2024-06-11 15:32:12 -- STEP: 34/330 -- GLOBAL_STEP: 270525 | > loss_disc: 2.2587661743164062 (2.3721578612047085) | > loss_disc_real_0: 0.1177695095539093 (0.10863688281353782) | > loss_disc_real_1: 0.18606258928775787 (0.1957375797278741) | > loss_disc_real_2: 0.22229883074760437 (0.21883716302759507) | > loss_disc_real_3: 0.24446071684360504 (0.2343860759454615) | > loss_disc_real_4: 0.2337755262851715 (0.2336105936590363) | > loss_disc_real_5: 0.23124857246875763 (0.2235834339962286) | > loss_0: 2.2587661743164062 (2.3721578612047085) | > grad_norm_0: tensor(6.2715, device='cuda:0') (tensor(9.8975, device='cuda:0')) | > loss_gen: 2.5444841384887695 (2.4727588962106144) | > loss_kl: 1.9204412698745728 (1.9212848579182344) | > loss_feat: 7.134132385253906 (6.851506906397202) | > loss_mel: 18.2178955078125 (17.88161227282356) | > loss_duration: 2.0598530769348145 (2.04441777046989) | > loss_1: 31.87680435180664 (31.1715809878181) | > grad_norm_1: tensor(185.2122, device='cuda:0') (tensor(104.9429, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3489 (0.3662191068424898) | > loader_time: 0.0031 (0.003211694605210248)  --> TIME: 2024-06-11 15:32:21 -- STEP: 59/330 -- GLOBAL_STEP: 270550 | > loss_disc: 2.4325523376464844 (2.352554155608355) | > loss_disc_real_0: 0.14010228216648102 (0.10919116260641712) | > loss_disc_real_1: 0.21545694768428802 (0.19633133330587613) | > loss_disc_real_2: 0.2543026804924011 (0.21483659062345148) | > loss_disc_real_3: 0.22594867646694183 (0.23063033389843116) | > loss_disc_real_4: 0.22745659947395325 (0.2298505005695052) | > loss_disc_real_5: 0.21356426179409027 (0.22010276656029587) | > loss_0: 2.4325523376464844 (2.352554155608355) | > grad_norm_0: tensor(15.5417, device='cuda:0') (tensor(12.1965, device='cuda:0')) | > loss_gen: 2.4480581283569336 (2.48726807206364) | > loss_kl: 1.8858009576797485 (1.90535055984885) | > loss_feat: 6.873692989349365 (6.975565894175384) | > loss_mel: 17.247196197509766 (17.86209730374612) | > loss_duration: 1.9684817790985107 (2.01877117359032) | > loss_1: 30.42323112487793 (31.249053179207493) | > grad_norm_1: tensor(343.2128, device='cuda:0') (tensor(139.5907, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3565 (0.3661179421311717) | > loader_time: 0.0033 (0.003338587486137778)  --> TIME: 2024-06-11 15:32:31 -- STEP: 84/330 -- GLOBAL_STEP: 270575 | > loss_disc: 2.38737154006958 (2.361493794690995) | > loss_disc_real_0: 0.16426949203014374 (0.110596646421722) | > loss_disc_real_1: 0.2382444143295288 (0.19845760844293095) | > loss_disc_real_2: 0.21890637278556824 (0.21427413998615175) | > loss_disc_real_3: 0.22248852252960205 (0.2312585949188187) | > loss_disc_real_4: 0.21473364531993866 (0.23187149014501346) | > loss_disc_real_5: 0.25745660066604614 (0.22187436141428493) | > loss_0: 2.38737154006958 (2.361493794690995) | > grad_norm_0: tensor(25.5155, device='cuda:0') (tensor(14.4205, device='cuda:0')) | > loss_gen: 2.582545757293701 (2.486652519021715) | > loss_kl: 1.9627187252044678 (1.9177699798629397) | > loss_feat: 6.92635440826416 (6.96293908641452) | > loss_mel: 17.605335235595703 (17.850407509576712) | > loss_duration: 2.089789390563965 (2.0091536030882873) | > loss_1: 31.166744232177734 (31.226922852652415) | > grad_norm_1: tensor(337.7636, device='cuda:0') (tensor(165.3643, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3659 (0.36643706900732853) | > loader_time: 0.0041 (0.0034449100494384766)  --> TIME: 2024-06-11 15:32:40 -- STEP: 109/330 -- GLOBAL_STEP: 270600 | > loss_disc: 2.4067070484161377 (2.3658682206355093) | > loss_disc_real_0: 0.1270236372947693 (0.11196915443063876) | > loss_disc_real_1: 0.210970938205719 (0.19895169467007348) | > loss_disc_real_2: 0.19795934855937958 (0.21318974981614208) | > loss_disc_real_3: 0.22052617371082306 (0.23101353057480734) | > loss_disc_real_4: 0.26389750838279724 (0.23176742092185065) | > loss_disc_real_5: 0.22918947041034698 (0.22159527310537636) | > loss_0: 2.4067070484161377 (2.3658682206355093) | > grad_norm_0: tensor(21.1969, device='cuda:0') (tensor(15.7166, device='cuda:0')) | > loss_gen: 2.630695343017578 (2.487828613421239) | > loss_kl: 1.8564248085021973 (1.918971774774954) | > loss_feat: 6.733792781829834 (6.966615151921545) | > loss_mel: 18.113697052001953 (17.802923744971615) | > loss_duration: 1.9783852100372314 (2.0109096995187468) | > loss_1: 31.31299591064453 (31.187249122409646) | > grad_norm_1: tensor(231.4823, device='cuda:0') (tensor(188.6816, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3657 (0.36783191698406814) | > loader_time: 0.0036 (0.0035639268542648457)  --> TIME: 2024-06-11 15:32:50 -- STEP: 134/330 -- GLOBAL_STEP: 270625 | > loss_disc: 2.331155776977539 (2.3704270640415923) | > loss_disc_real_0: 0.10918565094470978 (0.11280249698615785) | > loss_disc_real_1: 0.1586124300956726 (0.1984291405820135) | > loss_disc_real_2: 0.1771615743637085 (0.21429381341631734) | > loss_disc_real_3: 0.21845540404319763 (0.2315940015129189) | > loss_disc_real_4: 0.20182755589485168 (0.23060348652192017) | > loss_disc_real_5: 0.18689650297164917 (0.22237148969920714) | > loss_0: 2.331155776977539 (2.3704270640415923) | > grad_norm_0: tensor(19.5010, device='cuda:0') (tensor(18.2372, device='cuda:0')) | > loss_gen: 2.636857032775879 (2.4866796073628894) | > loss_kl: 1.9671363830566406 (1.918826397675187) | > loss_feat: 7.674041271209717 (6.951318545127983) | > loss_mel: 18.07447624206543 (17.807129020121575) | > loss_duration: 2.0179193019866943 (2.0142242036648663) | > loss_1: 32.37042999267578 (31.178177890492908) | > grad_norm_1: tensor(407.3983, device='cuda:0') (tensor(206.3301, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3673 (0.3686028114005701) | > loader_time: 0.0039 (0.003640185541181422)  --> TIME: 2024-06-11 15:32:59 -- STEP: 159/330 -- GLOBAL_STEP: 270650 | > loss_disc: 2.2676193714141846 (2.366945451160645) | > loss_disc_real_0: 0.08705838024616241 (0.11288666294055914) | > loss_disc_real_1: 0.20868012309074402 (0.1983427477520217) | > loss_disc_real_2: 0.2154913991689682 (0.21421644288413935) | > loss_disc_real_3: 0.2219872921705246 (0.23106742664328161) | > loss_disc_real_4: 0.2510025203227997 (0.23052815502544619) | > loss_disc_real_5: 0.24968302249908447 (0.22293194837915073) | > loss_0: 2.2676193714141846 (2.366945451160645) | > grad_norm_0: tensor(13.4946, device='cuda:0') (tensor(20.4099, device='cuda:0')) | > loss_gen: 2.7355878353118896 (2.497064088125649) | > loss_kl: 2.053859233856201 (1.9283532563995265) | > loss_feat: 7.357397556304932 (6.994169856017491) | > loss_mel: 17.66935157775879 (17.755850474039725) | > loss_duration: 2.028129816055298 (2.017203388723938) | > loss_1: 31.84432601928711 (31.192641180266374) | > grad_norm_1: tensor(264.6439, device='cuda:0') (tensor(227.7789, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3769 (0.3701036711158991) | > loader_time: 0.0041 (0.003731634631846686)  --> TIME: 2024-06-11 15:33:09 -- STEP: 184/330 -- GLOBAL_STEP: 270675 | > loss_disc: 2.514026165008545 (2.367161268773284) | > loss_disc_real_0: 0.10681938380002975 (0.11380999494829903) | > loss_disc_real_1: 0.2681598961353302 (0.19905312197363895) | > loss_disc_real_2: 0.2713278532028198 (0.21389304968002054) | > loss_disc_real_3: 0.2479172796010971 (0.23123707589895828) | > loss_disc_real_4: 0.2657952606678009 (0.23039327942482804) | > loss_disc_real_5: 0.2600856423377991 (0.22330517993996973) | > loss_0: 2.514026165008545 (2.367161268773284) | > grad_norm_0: tensor(53.4497, device='cuda:0') (tensor(23.1764, device='cuda:0')) | > loss_gen: 2.368699550628662 (2.5038647107456047) | > loss_kl: 1.8733012676239014 (1.9375298204629317) | > loss_feat: 6.930518627166748 (7.002011801885522) | > loss_mel: 17.177717208862305 (17.735820055007938) | > loss_duration: 2.0592637062072754 (2.023930589142053) | > loss_1: 30.409500122070312 (31.203157082847927) | > grad_norm_1: tensor(356.9434, device='cuda:0') (tensor(245.3848, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.3861 (0.3720719010933586) | > loader_time: 0.0042 (0.0038345028524813447)  --> TIME: 2024-06-11 15:33:19 -- STEP: 209/330 -- GLOBAL_STEP: 270700 | > loss_disc: 2.4013023376464844 (2.3639575955970407) | > loss_disc_real_0: 0.06906738877296448 (0.11478869456566121) | > loss_disc_real_1: 0.23250187933444977 (0.19932985284396906) | > loss_disc_real_2: 0.23539012670516968 (0.21380746321815056) | > loss_disc_real_3: 0.25308144092559814 (0.23028978569941086) | > loss_disc_real_4: 0.24267913401126862 (0.22921706272654557) | > loss_disc_real_5: 0.22344078123569489 (0.22242859547788446) | > loss_0: 2.4013023376464844 (2.3639575955970407) | > grad_norm_0: tensor(26.7501, device='cuda:0') (tensor(25.0489, device='cuda:0')) | > loss_gen: 2.342759132385254 (2.504605649190656) | > loss_kl: 2.155416250228882 (1.9433841534208454) | > loss_feat: 6.036538600921631 (7.020611952366441) | > loss_mel: 17.074792861938477 (17.700412193553866) | > loss_duration: 2.107043504714966 (2.0318522698571235) | > loss_1: 29.716548919677734 (31.20086637068023) | > grad_norm_1: tensor(299.5691, device='cuda:0') (tensor(266.8590, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.4128 (0.376006579285033) | > loader_time: 0.0054 (0.003954513221266168)  --> TIME: 2024-06-11 15:33:30 -- STEP: 234/330 -- GLOBAL_STEP: 270725 | > loss_disc: 2.3367412090301514 (2.3637158126912534) | > loss_disc_real_0: 0.17738744616508484 (0.1153716493366111) | > loss_disc_real_1: 0.20899836719036102 (0.19873333091919237) | > loss_disc_real_2: 0.19457417726516724 (0.21288072648975587) | > loss_disc_real_3: 0.22384385764598846 (0.2304126645127932) | > loss_disc_real_4: 0.24284116923809052 (0.22964376650559595) | > loss_disc_real_5: 0.20825444161891937 (0.2224957633476991) | > loss_0: 2.3367412090301514 (2.3637158126912534) | > grad_norm_0: tensor(31.4721, device='cuda:0') (tensor(24.8191, device='cuda:0')) | > loss_gen: 2.4022316932678223 (2.499012989875598) | > loss_kl: 1.9536842107772827 (1.9461481224777353) | > loss_feat: 6.905554294586182 (7.008444904262184) | > loss_mel: 16.588346481323242 (17.659418375064156) | > loss_duration: 2.1005282402038574 (2.0404824186594053) | > loss_1: 29.950345993041992 (31.15350696368095) | > grad_norm_1: tensor(303.1522, device='cuda:0') (tensor(265.4125, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.4317 (0.38071273942279) | > loader_time: 0.0054 (0.004093289375305177)  --> TIME: 2024-06-11 15:33:41 -- STEP: 259/330 -- GLOBAL_STEP: 270750 | > loss_disc: 2.2958009243011475 (2.363581280910828) | > loss_disc_real_0: 0.16134744882583618 (0.11622914663267872) | > loss_disc_real_1: 0.18338017165660858 (0.19874029828084483) | > loss_disc_real_2: 0.1861525923013687 (0.21264854493518595) | > loss_disc_real_3: 0.18895834684371948 (0.2304019555737153) | > loss_disc_real_4: 0.21298432350158691 (0.2298513317775542) | > loss_disc_real_5: 0.18587514758110046 (0.22278303304924468) | > loss_0: 2.2958009243011475 (2.363581280910828) | > grad_norm_0: tensor(34.8668, device='cuda:0') (tensor(25.4936, device='cuda:0')) | > loss_gen: 2.4690637588500977 (2.499502537333367) | > loss_kl: 1.9335126876831055 (1.9530758199544487) | > loss_feat: 7.735724449157715 (7.030530209707017) | > loss_mel: 17.673067092895508 (17.6177083755552) | > loss_duration: 2.1464405059814453 (2.0483082422418475) | > loss_1: 31.957807540893555 (31.149125353249804) | > grad_norm_1: tensor(470.9149, device='cuda:0') (tensor(275.6467, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.4482 (0.38596276518921135) | > loader_time: 0.006 (0.0042470311566209255)  --> TIME: 2024-06-11 15:33:53 -- STEP: 284/330 -- GLOBAL_STEP: 270775 | > loss_disc: 2.6054866313934326 (2.3652550729227713) | > loss_disc_real_0: 0.21428194642066956 (0.11777808111895557) | > loss_disc_real_1: 0.27281537652015686 (0.19971663919343075) | > loss_disc_real_2: 0.250907838344574 (0.2124163597087625) | > loss_disc_real_3: 0.23230136930942535 (0.23029656860400255) | > loss_disc_real_4: 0.27096039056777954 (0.22927361522132242) | > loss_disc_real_5: 0.26859530806541443 (0.2228679367878907) | > loss_0: 2.6054866313934326 (2.3652550729227713) | > grad_norm_0: tensor(96.8076, device='cuda:0') (tensor(27.8324, device='cuda:0')) | > loss_gen: 2.28539776802063 (2.500659814183141) | > loss_kl: 1.9888591766357422 (1.9581761372760988) | > loss_feat: 6.138914585113525 (7.031044990244046) | > loss_mel: 16.316547393798828 (17.56221933096227) | > loss_duration: 2.1746039390563965 (2.0574708282947536) | > loss_1: 28.90432357788086 (31.109571315872838) | > grad_norm_1: tensor(266.0457, device='cuda:0') (tensor(289.2093, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.4484 (0.39118332594213356) | > loader_time: 0.0072 (0.004413707995078936)  --> TIME: 2024-06-11 15:34:05 -- STEP: 309/330 -- GLOBAL_STEP: 270800 | > loss_disc: 2.3714609146118164 (2.364177082734584) | > loss_disc_real_0: 0.12569621205329895 (0.11772144984899986) | > loss_disc_real_1: 0.18200799822807312 (0.19940317492076107) | > loss_disc_real_2: 0.1892082244157791 (0.21227697386710775) | > loss_disc_real_3: 0.24118947982788086 (0.22999745313210782) | > loss_disc_real_4: 0.23163442313671112 (0.22912623060559764) | > loss_disc_real_5: 0.2203691601753235 (0.22261180147576873) | > loss_0: 2.3714609146118164 (2.364177082734584) | > grad_norm_0: tensor(64.8252, device='cuda:0') (tensor(29.2690, device='cuda:0')) | > loss_gen: 2.2959072589874268 (2.5007667232871436) | > loss_kl: 2.0483264923095703 (1.9609903903455024) | > loss_feat: 7.126782417297363 (7.067393434086278) | > loss_mel: 16.136587142944336 (17.518964971153476) | > loss_duration: 2.247587203979492 (2.068909147024927) | > loss_1: 29.85519027709961 (31.11702486303632) | > grad_norm_1: tensor(579.6826, device='cuda:0') (tensor(304.3403, device='cuda:0')) | > current_lr_0: 0.00018664119788965231 | > current_lr_1: 0.00018664119788965231 | > step_time: 0.5126 (0.3985102601035899) | > loader_time: 0.008 (0.004596619158500996)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6588633060455322 (2.6588633060455322) | > loss_disc_real_0: 0.09326288104057312 (0.09326288104057312) | > loss_disc_real_1: 0.20199774205684662 (0.20199774205684662) | > loss_disc_real_2: 0.20685552060604095 (0.20685552060604095) | > loss_disc_real_3: 0.3339461088180542 (0.3339461088180542) | > loss_disc_real_4: 0.2652563154697418 (0.2652563154697418) | > loss_disc_real_5: 0.2224150449037552 (0.2224150449037552) | > loss_0: 2.6588633060455322 (2.6588633060455322) | > loss_gen: 2.070002555847168 (2.070002555847168) | > loss_kl: 3.07075572013855 (3.07075572013855) | > loss_feat: 4.925376892089844 (4.925376892089844) | > loss_mel: 14.7777738571167 (14.7777738571167) | > loss_duration: 2.910871982574463 (2.910871982574463) | > loss_1: 27.75478172302246 (27.75478172302246)  --> STEP: 1 | > loss_disc: 2.446169853210449 (2.446169853210449) | > loss_disc_real_0: 0.07301213592290878 (0.07301213592290878) | > loss_disc_real_1: 0.1909835934638977 (0.1909835934638977) | > loss_disc_real_2: 0.1492144763469696 (0.1492144763469696) | > loss_disc_real_3: 0.286210834980011 (0.286210834980011) | > loss_disc_real_4: 0.25468701124191284 (0.25468701124191284) | > loss_disc_real_5: 0.25399890542030334 (0.25399890542030334) | > loss_0: 2.446169853210449 (2.446169853210449) | > loss_gen: 2.101658821105957 (2.101658821105957) | > loss_kl: 2.6535534858703613 (2.6535534858703613) | > loss_feat: 5.886765956878662 (5.886765956878662) | > loss_mel: 17.473270416259766 (17.473270416259766) | > loss_duration: 2.4192657470703125 (2.4192657470703125) | > loss_1: 30.534515380859375 (30.534515380859375)  --> STEP: 2 | > loss_disc: 2.4351680278778076 (2.4406689405441284) | > loss_disc_real_0: 0.09781281650066376 (0.08541247621178627) | > loss_disc_real_1: 0.12139446288347244 (0.15618902817368507) | > loss_disc_real_2: 0.2530674636363983 (0.20114096999168396) | > loss_disc_real_3: 0.29923737049102783 (0.2927241027355194) | > loss_disc_real_4: 0.2623406946659088 (0.2585138529539108) | > loss_disc_real_5: 0.280029833316803 (0.26701436936855316) | > loss_0: 2.4351680278778076 (2.4406689405441284) | > loss_gen: 2.403352737426758 (2.2525057792663574) | > loss_kl: 2.728950023651123 (2.691251754760742) | > loss_feat: 6.028458595275879 (5.9576122760772705) | > loss_mel: 19.040386199951172 (18.25682830810547) | > loss_duration: 2.44134521484375 (2.4303054809570312) | > loss_1: 32.642494201660156 (31.588504791259766)  --> STEP: 3 | > loss_disc: 2.088207244873047 (2.323181708653768) | > loss_disc_real_0: 0.10696152597665787 (0.0925954928000768) | > loss_disc_real_1: 0.1307368129491806 (0.1477049564321836) | > loss_disc_real_2: 0.16299700736999512 (0.18842631578445435) | > loss_disc_real_3: 0.22204475104808807 (0.269164318839709) | > loss_disc_real_4: 0.1815742701292038 (0.23286732534567514) | > loss_disc_real_5: 0.19046415388584137 (0.2414976308743159) | > loss_0: 2.088207244873047 (2.323181708653768) | > loss_gen: 2.5854837894439697 (2.3634984493255615) | > loss_kl: 3.1665189266204834 (2.8496741453806558) | > loss_feat: 7.647790431976318 (6.521004994710286) | > loss_mel: 18.56038475036621 (18.35801378885905) | > loss_duration: 2.2396233081817627 (2.3667447566986084) | > loss_1: 34.19980239868164 (32.458937327067055)  --> STEP: 4 | > loss_disc: 2.500133752822876 (2.367419719696045) | > loss_disc_real_0: 0.08337746560573578 (0.09029098600149155) | > loss_disc_real_1: 0.1525910496711731 (0.14892647974193096) | > loss_disc_real_2: 0.25602054595947266 (0.20532487332820892) | > loss_disc_real_3: 0.3277752995491028 (0.2838170640170574) | > loss_disc_real_4: 0.22704549133777618 (0.2314118668437004) | > loss_disc_real_5: 0.24678198993206024 (0.24281872063875198) | > loss_0: 2.500133752822876 (2.367419719696045) | > loss_gen: 2.366952896118164 (2.364362061023712) | > loss_kl: 3.1564881801605225 (2.9263776540756226) | > loss_feat: 6.611817836761475 (6.5437082052230835) | > loss_mel: 17.91156578063965 (18.2464017868042) | > loss_duration: 2.3942365646362305 (2.373617708683014) | > loss_1: 32.44105911254883 (32.4544677734375)  --> STEP: 5 | > loss_disc: 2.691568613052368 (2.4322494983673097) | > loss_disc_real_0: 0.18323864042758942 (0.10888051688671112) | > loss_disc_real_1: 0.30257734656333923 (0.17965665310621262) | > loss_disc_real_2: 0.2014923393726349 (0.2045583665370941) | > loss_disc_real_3: 0.3169628083705902 (0.29044621288776395) | > loss_disc_real_4: 0.249985471367836 (0.23512658774852752) | > loss_disc_real_5: 0.2275322526693344 (0.23976142704486847) | > loss_0: 2.691568613052368 (2.4322494983673097) | > loss_gen: 2.1454873085021973 (2.3205871105194094) | > loss_kl: 2.99027419090271 (2.93915696144104) | > loss_feat: 5.144169330596924 (6.263800430297851) | > loss_mel: 18.72248649597168 (18.341618728637695) | > loss_duration: 2.3823413848876953 (2.37536244392395) | > loss_1: 31.38475799560547 (32.240525817871095)  --> STEP: 6 | > loss_disc: 2.5289676189422607 (2.4483691851298013) | > loss_disc_real_0: 0.16746827960014343 (0.1186451440056165) | > loss_disc_real_1: 0.11831492185592651 (0.16943303123116493) | > loss_disc_real_2: 0.2436579018831253 (0.21107495576143265) | > loss_disc_real_3: 0.2115522176027298 (0.2772972136735916) | > loss_disc_real_4: 0.22322186827659607 (0.23314246783653894) | > loss_disc_real_5: 0.22422561049461365 (0.23717212428649267) | > loss_0: 2.5289676189422607 (2.4483691851298013) | > loss_gen: 2.0738093852996826 (2.2794574896494546) | > loss_kl: 2.691206693649292 (2.897831916809082) | > loss_feat: 5.110597610473633 (6.071599960327148) | > loss_mel: 14.784517288208008 (17.748768488566082) | > loss_duration: 2.214204788208008 (2.34850283463796) | > loss_1: 26.87433624267578 (31.346160888671875)  --> STEP: 7 | > loss_disc: 2.3840079307556152 (2.4391747202192033) | > loss_disc_real_0: 0.11171182245016098 (0.11765466949769429) | > loss_disc_real_1: 0.19872033596038818 (0.17361693190676825) | > loss_disc_real_2: 0.2120295912027359 (0.2112113322530474) | > loss_disc_real_3: 0.25432029366493225 (0.2740147965294974) | > loss_disc_real_4: 0.1550271213054657 (0.2219831326178142) | > loss_disc_real_5: 0.19366371631622314 (0.230956637433597) | > loss_0: 2.3840079307556152 (2.4391747202192033) | > loss_gen: 2.096860885620117 (2.2533722605024065) | > loss_kl: 3.765575647354126 (3.0217953068869456) | > loss_feat: 5.885916709899902 (6.0450737816946845) | > loss_mel: 17.323152542114258 (17.687966210501536) | > loss_duration: 2.5106263160705566 (2.3716633319854736) | > loss_1: 31.582130432128906 (31.37987082345145)  --> STEP: 8 | > loss_disc: 2.304579019546509 (2.4223502576351166) | > loss_disc_real_0: 0.13606713712215424 (0.11995622795075178) | > loss_disc_real_1: 0.14330796897411346 (0.1698283115401864) | > loss_disc_real_2: 0.1129341721534729 (0.19892668724060059) | > loss_disc_real_3: 0.20718739926815033 (0.26566137187182903) | > loss_disc_real_4: 0.17374564707279205 (0.21595344692468643) | > loss_disc_real_5: 0.22224010527133942 (0.22986707091331482) | > loss_0: 2.304579019546509 (2.4223502576351166) | > loss_gen: 2.266798496246338 (2.255050539970398) | > loss_kl: 3.243177652359009 (3.0494681000709534) | > loss_feat: 13.010066032409668 (6.915697813034058) | > loss_mel: 18.46779441833496 (17.785444736480713) | > loss_duration: 2.259795665740967 (2.3576798737049103) | > loss_1: 39.24763488769531 (32.363341331481934)  --> STEP: 9 | > loss_disc: 2.4951019287109375 (2.4304337766435413) | > loss_disc_real_0: 0.1319027841091156 (0.12128362307945888) | > loss_disc_real_1: 0.1982683688402176 (0.17298831790685654) | > loss_disc_real_2: 0.20105844736099243 (0.19916354947619969) | > loss_disc_real_3: 0.3150129020214081 (0.27114487522178227) | > loss_disc_real_4: 0.2495211362838745 (0.21968319018681845) | > loss_disc_real_5: 0.22071585059165955 (0.22885026865535313) | > loss_0: 2.4951019287109375 (2.4304337766435413) | > loss_gen: 2.409799575805664 (2.2722448772854276) | > loss_kl: 2.8436217308044434 (3.026596281263563) | > loss_feat: 9.456310272216797 (7.197988086276585) | > loss_mel: 17.704492568969727 (17.776450051201714) | > loss_duration: 2.1587352752685547 (2.335574918323093) | > loss_1: 34.572959899902344 (32.60885450575087)  --> STEP: 10 | > loss_disc: 2.351808786392212 (2.4225712776184083) | > loss_disc_real_0: 0.14462363719940186 (0.12361762449145317) | > loss_disc_real_1: 0.19127853214740753 (0.17481733933091165) | > loss_disc_real_2: 0.2223680168390274 (0.20148399621248245) | > loss_disc_real_3: 0.28039759397506714 (0.27207014709711075) | > loss_disc_real_4: 0.31226953864097595 (0.2289418250322342) | > loss_disc_real_5: 0.2621937692165375 (0.23218461871147156) | > loss_0: 2.351808786392212 (2.4225712776184083) | > loss_gen: 2.6555426120758057 (2.3105746507644653) | > loss_kl: 2.7663888931274414 (3.000575542449951) | > loss_feat: 6.253039836883545 (7.10349326133728) | > loss_mel: 17.190099716186523 (17.717815017700197) | > loss_duration: 2.389378786087036 (2.340955305099487) | > loss_1: 31.25444984436035 (32.47341403961182)  --> STEP: 11 | > loss_disc: 2.5808169841766357 (2.4369572509418833) | > loss_disc_real_0: 0.101026751101017 (0.12156390872868625) | > loss_disc_real_1: 0.26332804560661316 (0.18286376717415723) | > loss_disc_real_2: 0.2567159831523895 (0.20650508593429218) | > loss_disc_real_3: 0.32415294647216797 (0.2768049470402978) | > loss_disc_real_4: 0.267996221780777 (0.23249222473664719) | > loss_disc_real_5: 0.26563093066215515 (0.23522519252517007) | > loss_0: 2.5808169841766357 (2.4369572509418833) | > loss_gen: 2.3406975269317627 (2.3133130940524014) | > loss_kl: 2.9334003925323486 (2.9944687106392602) | > loss_feat: 6.530948638916016 (7.051443750208074) | > loss_mel: 17.594898223876953 (17.706640763716265) | > loss_duration: 2.468939781188965 (2.352590257471258) | > loss_1: 31.868885040283203 (32.41845685785467)  --> STEP: 12 | > loss_disc: 2.402538776397705 (2.4340890447298684) | > loss_disc_real_0: 0.06334512680768967 (0.1167123435686032) | > loss_disc_real_1: 0.194825679063797 (0.18386059316496053) | > loss_disc_real_2: 0.23957936465740204 (0.20926127582788467) | > loss_disc_real_3: 0.31112781167030334 (0.2796651857594649) | > loss_disc_real_4: 0.21979425847530365 (0.2314340608815352) | > loss_disc_real_5: 0.22239157557487488 (0.2341557244459788) | > loss_0: 2.402538776397705 (2.4340890447298684) | > loss_gen: 2.309765100479126 (2.313017427921295) | > loss_kl: 2.451112747192383 (2.949189047018687) | > loss_feat: 6.444450855255127 (7.000861008961995) | > loss_mel: 17.9609432220459 (17.727832635243733) | > loss_duration: 2.3065073490142822 (2.3487500150998435) | > loss_1: 31.4727783203125 (32.33965031305949)  --> STEP: 13 | > loss_disc: 2.5267550945281982 (2.441217202406663) | > loss_disc_real_0: 0.1008804515004158 (0.11549450571720417) | > loss_disc_real_1: 0.26485487818717957 (0.1900909227820543) | > loss_disc_real_2: 0.28427618741989136 (0.21503165364265442) | > loss_disc_real_3: 0.2527611255645752 (0.2775956426675503) | > loss_disc_real_4: 0.17389686405658722 (0.2270081226642315) | > loss_disc_real_5: 0.15646840631961823 (0.22817977689779723) | > loss_0: 2.5267550945281982 (2.441217202406663) | > loss_gen: 2.1035304069519043 (2.2969030416928806) | > loss_kl: 2.808166742324829 (2.9383411774268517) | > loss_feat: 5.551665306091309 (6.889384416433481) | > loss_mel: 15.796234130859375 (17.579248134906475) | > loss_duration: 2.2192535400390625 (2.3387887477874756) | > loss_1: 28.478851318359375 (32.04266577500563)  --> STEP: 14 | > loss_disc: 2.3874576091766357 (2.437377231461661) | > loss_disc_real_0: 0.11534086614847183 (0.11548353146229472) | > loss_disc_real_1: 0.17298553884029388 (0.18886910964335715) | > loss_disc_real_2: 0.2071780413389206 (0.21447068133524486) | > loss_disc_real_3: 0.2375907450914383 (0.2747381499835423) | > loss_disc_real_4: 0.22735340893268585 (0.2270327859691211) | > loss_disc_real_5: 0.22701279819011688 (0.22809642127582005) | > loss_0: 2.3874576091766357 (2.437377231461661) | > loss_gen: 2.2013332843780518 (2.290076630456107) | > loss_kl: 3.7725329399108887 (2.9979263033185686) | > loss_feat: 6.563874244689941 (6.866133689880371) | > loss_mel: 19.488750457763672 (17.715641157967703) | > loss_duration: 2.4405860900878906 (2.3460599865232195) | > loss_1: 34.46707534790039 (32.215837887355256)  --> STEP: 15 | > loss_disc: 2.3121297359466553 (2.4290273984273276) | > loss_disc_real_0: 0.09276245534420013 (0.11396879305442174) | > loss_disc_real_1: 0.1765550971031189 (0.18804817547400793) | > loss_disc_real_2: 0.2008315920829773 (0.21356140871842702) | > loss_disc_real_3: 0.28837963938713074 (0.2756475826104482) | > loss_disc_real_4: 0.17177791893482208 (0.22334912816683453) | > loss_disc_real_5: 0.15179266035556793 (0.22300950388113658) | > loss_0: 2.3121297359466553 (2.4290273984273276) | > loss_gen: 2.2005715370178223 (2.284109624226888) | > loss_kl: 3.6029608249664307 (3.0382619380950926) | > loss_feat: 6.027046203613281 (6.810194524129232) | > loss_mel: 19.035593032836914 (17.80363794962565) | > loss_duration: 2.370669364929199 (2.3477006117502848) | > loss_1: 33.236839294433594 (32.28390464782714)  --> STEP: 16 | > loss_disc: 2.570502758026123 (2.437869608402252) | > loss_disc_real_0: 0.14832967519760132 (0.11611634818837047) | > loss_disc_real_1: 0.24758373200893402 (0.1917691477574408) | > loss_disc_real_2: 0.19015850126743317 (0.2120987270027399) | > loss_disc_real_3: 0.25358256697654724 (0.2742685191333294) | > loss_disc_real_4: 0.21508318185806274 (0.22283250652253628) | > loss_disc_real_5: 0.33530133962631226 (0.23002774361521006) | > loss_0: 2.570502758026123 (2.437869608402252) | > loss_gen: 2.311918258666992 (2.2858476638793945) | > loss_kl: 2.711001396179199 (3.0178081542253494) | > loss_feat: 4.725447177886963 (6.67989781498909) | > loss_mel: 12.586264610290527 (17.477552115917206) | > loss_duration: 2.3877177238464355 (2.3502016812562943) | > loss_1: 24.722349166870117 (31.811307430267327)  --> STEP: 17 | > loss_disc: 2.160491466522217 (2.4215532471151913) | > loss_disc_real_0: 0.07079988718032837 (0.11345067401142682) | > loss_disc_real_1: 0.13836219906806946 (0.18862756254041896) | > loss_disc_real_2: 0.24441133439540863 (0.21399946861407337) | > loss_disc_real_3: 0.23999221622943878 (0.27225226602133584) | > loss_disc_real_4: 0.15213468670845032 (0.21867381123935475) | > loss_disc_real_5: 0.1371724158525467 (0.224565665511524) | > loss_0: 2.160491466522217 (2.4215532471151913) | > loss_gen: 2.2520294189453125 (2.2838583553538605) | > loss_kl: 2.1393237113952637 (2.966132598764756) | > loss_feat: 7.2547688484191895 (6.713713758132037) | > loss_mel: 19.050207138061523 (17.57006123486687) | > loss_duration: 2.4816975593566895 (2.3579367329092586) | > loss_1: 33.17802810668945 (31.89170276417451)  --> STEP: 18 | > loss_disc: 2.332886219024658 (2.4166273011101618) | > loss_disc_real_0: 0.18557150661945343 (0.11745738693409497) | > loss_disc_real_1: 0.24813705682754517 (0.1919336455563704) | > loss_disc_real_2: 0.20565830171108246 (0.2135360704527961) | > loss_disc_real_3: 0.2824586033821106 (0.27281928476360107) | > loss_disc_real_4: 0.2633329927921295 (0.22115487688117558) | > loss_disc_real_5: 0.20606932044029236 (0.22353809078534445) | > loss_0: 2.332886219024658 (2.4166273011101618) | > loss_gen: 2.704131603240967 (2.307206869125366) | > loss_kl: 2.3638198375701904 (2.9326707786983914) | > loss_feat: 7.936965465545654 (6.781672186321682) | > loss_mel: 15.203786849975586 (17.438601546817356) | > loss_duration: 2.231480121612549 (2.350911365614997) | > loss_1: 30.440183639526367 (31.81106281280517)  --> STEP: 19 | > loss_disc: 2.625096321105957 (2.427599354794151) | > loss_disc_real_0: 0.15151555836200714 (0.11924992227240612) | > loss_disc_real_1: 0.1866394430398941 (0.19165500331866114) | > loss_disc_real_2: 0.18150827288627625 (0.21185039689666346) | > loss_disc_real_3: 0.31453636288642883 (0.2750149204542762) | > loss_disc_real_4: 0.20293140411376953 (0.2201957467355226) | > loss_disc_real_5: 0.2334795594215393 (0.22406132597672312) | > loss_0: 2.625096321105957 (2.427599354794151) | > loss_gen: 2.0594043731689453 (2.2941646324960807) | > loss_kl: 2.311635971069336 (2.899984736191599) | > loss_feat: 5.564054489135742 (6.717587044364528) | > loss_mel: 16.9009952545166 (17.410306478801527) | > loss_duration: 2.340177059173584 (2.3503464021180807) | > loss_1: 29.176267623901367 (31.672389381810234)  --> STEP: 20 | > loss_disc: 2.5162770748138428 (2.4320332407951355) | > loss_disc_real_0: 0.1275465041399002 (0.11966475136578084) | > loss_disc_real_1: 0.2572456896305084 (0.1949345376342535) | > loss_disc_real_2: 0.23623758554458618 (0.2130697563290596) | > loss_disc_real_3: 0.26753100752830505 (0.2746407248079777) | > loss_disc_real_4: 0.27647480368614197 (0.22300969958305358) | > loss_disc_real_5: 0.23104099929332733 (0.22441030964255332) | > loss_0: 2.5162770748138428 (2.4320332407951355) | > loss_gen: 2.24432635307312 (2.291672718524933) | > loss_kl: 2.6850063800811768 (2.889235818386078) | > loss_feat: 4.894237995147705 (6.626419591903686) | > loss_mel: 16.04891586303711 (17.342236948013305) | > loss_duration: 2.317908763885498 (2.3487245202064515) | > loss_1: 28.19039535522461 (31.49828968048095)  --> STEP: 21 | > loss_disc: 2.5969324111938477 (2.439885582242693) | > loss_disc_real_0: 0.15307101607322693 (0.12125552587565921) | > loss_disc_real_1: 0.16114935278892517 (0.1933257193082855) | > loss_disc_real_2: 0.27409106492996216 (0.21597553292910257) | > loss_disc_real_3: 0.2662634551525116 (0.2742418072053364) | > loss_disc_real_4: 0.25589698553085327 (0.2245757608186631) | > loss_disc_real_5: 0.21719297766685486 (0.22406662716752007) | > loss_0: 2.5969324111938477 (2.439885582242693) | > loss_gen: 2.0089645385742188 (2.2782104242415655) | > loss_kl: 2.3937695026397705 (2.8656421843029203) | > loss_feat: 3.969250202178955 (6.499887716202509) | > loss_mel: 14.860835075378418 (17.22407495407831) | > loss_duration: 2.2217345237731934 (2.3426773775191534) | > loss_1: 25.454553604125977 (31.210492724464046)  --> STEP: 22 | > loss_disc: 2.3512699604034424 (2.435857599431818) | > loss_disc_real_0: 0.06973204016685486 (0.11891354925253174) | > loss_disc_real_1: 0.11832867562770844 (0.18991676277735017) | > loss_disc_real_2: 0.22665925323963165 (0.21646115657958118) | > loss_disc_real_3: 0.1813865303993225 (0.2700211128050631) | > loss_disc_real_4: 0.16691720485687256 (0.22195491736585443) | > loss_disc_real_5: 0.19786593317985535 (0.22287568653171713) | > loss_0: 2.3512699604034424 (2.435857599431818) | > loss_gen: 2.0591323375701904 (2.2682523293928667) | > loss_kl: 2.3122498989105225 (2.840487989512357) | > loss_feat: 7.203765869140625 (6.531882177699696) | > loss_mel: 19.08428382873535 (17.30862990292636) | > loss_duration: 2.234854221343994 (2.3377763249657373) | > loss_1: 32.894287109375 (31.28702883286909)  --> STEP: 23 | > loss_disc: 2.569216728210449 (2.441655822422193) | > loss_disc_real_0: 0.09421364963054657 (0.117839640573315) | > loss_disc_real_1: 0.2144680619239807 (0.1909842105663341) | > loss_disc_real_2: 0.32555708289146423 (0.22120445772357608) | > loss_disc_real_3: 0.26713618636131287 (0.2698956812205522) | > loss_disc_real_4: 0.29552125930786133 (0.22515345397202866) | > loss_disc_real_5: 0.2577405273914337 (0.22439154917779175) | > loss_0: 2.569216728210449 (2.441655822422193) | > loss_gen: 2.298585891723633 (2.269571179928987) | > loss_kl: 2.3591537475585938 (2.819560413775237) | > loss_feat: 5.340538024902344 (6.480084605838941) | > loss_mel: 14.984376907348633 (17.20757542485776) | > loss_duration: 2.3123772144317627 (2.3366720158120864) | > loss_1: 27.295032501220703 (31.113463774971336)  --> STEP: 24 | > loss_disc: 2.626119613647461 (2.4493418137232457) | > loss_disc_real_0: 0.14331918954849243 (0.11890128844728072) | > loss_disc_real_1: 0.22227519750595093 (0.19228800168881813) | > loss_disc_real_2: 0.24820281565189362 (0.22232938930392265) | > loss_disc_real_3: 0.2993803918361664 (0.27112421082953614) | > loss_disc_real_4: 0.2937166094779968 (0.22801025211811066) | > loss_disc_real_5: 0.24710428714752197 (0.22533791325986385) | > loss_0: 2.626119613647461 (2.4493418137232457) | > loss_gen: 2.2298851013183594 (2.267917593320211) | > loss_kl: 2.971973180770874 (2.8259109457333884) | > loss_feat: 6.181337833404541 (6.467636823654175) | > loss_mel: 18.756919860839844 (17.27213144302368) | > loss_duration: 2.50042724609375 (2.3434951504071555) | > loss_1: 32.640541076660156 (31.177091995875035)  --> STEP: 25 | > loss_disc: 2.4496092796325684 (2.4493525123596185) | > loss_disc_real_0: 0.19608789682388306 (0.12198875278234482) | > loss_disc_real_1: 0.16486918926239014 (0.191191249191761) | > loss_disc_real_2: 0.2386149764060974 (0.22298081278800963) | > loss_disc_real_3: 0.2594350576400757 (0.2706566447019577) | > loss_disc_real_4: 0.2254682183265686 (0.22790857076644896) | > loss_disc_real_5: 0.2463434338569641 (0.22617813408374787) | > loss_0: 2.4496092796325684 (2.4493525123596185) | > loss_gen: 2.3635268211364746 (2.2717419624328614) | > loss_kl: 2.774200201034546 (2.823842515945435) | > loss_feat: 8.544305801391602 (6.5507035827636715) | > loss_mel: 16.507047653198242 (17.241528091430663) | > loss_duration: 2.3509132862091064 (2.3437918758392335) | > loss_1: 32.53999328613281 (31.23160804748535)  --> STEP: 26 | > loss_disc: 2.5928821563720703 (2.4548728832831745) | > loss_disc_real_0: 0.06294658780097961 (0.11971790028306153) | > loss_disc_real_1: 0.21541866660118103 (0.19212307293827718) | > loss_disc_real_2: 0.1305409073829651 (0.21942543181089255) | > loss_disc_real_3: 0.29512280225753784 (0.2715976507617877) | > loss_disc_real_4: 0.09625311940908432 (0.2228448995603965) | > loss_disc_real_5: 0.21878691017627716 (0.22589385624115282) | > loss_0: 2.5928821563720703 (2.4548728832831745) | > loss_gen: 1.899218201637268 (2.2574141254791846) | > loss_kl: 1.8164044618606567 (2.7850948984806356) | > loss_feat: 10.467262268066406 (6.701340455275315) | > loss_mel: 16.42405128479004 (17.210086675790638) | > loss_duration: 2.3096840381622314 (2.3424800359285793) | > loss_1: 32.91661834716797 (31.296416135934678) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025173884171705973 (+2.3731818565954962e-05) | > avg_loss_disc: 2.4548728832831745 (-0.02949512921846864) | > avg_loss_disc_real_0: 0.11971790028306153 (-0.09464890567155984) | > avg_loss_disc_real_1: 0.19212307293827718 (-0.01431879143302256) | > avg_loss_disc_real_2: 0.21942543181089255 (-0.01633956168706599) | > avg_loss_disc_real_3: 0.2715976507617877 (+0.046819559083535134) | > avg_loss_disc_real_4: 0.2228448995603965 (-0.023327459222995284) | > avg_loss_disc_real_5: 0.22589385624115282 (+0.013384560266366363) | > avg_loss_0: 2.4548728832831745 (-0.02949512921846864) | > avg_loss_gen: 2.2574141254791846 (-0.17666238087874175) | > avg_loss_kl: 2.7850948984806356 (-0.09023285370606615) | > avg_loss_feat: 6.701340455275315 (+0.04423251518836402) | > avg_loss_mel: 17.210086675790638 (-0.062264259044948034) | > avg_loss_duration: 2.3424800359285793 (+0.014190279520474913) | > avg_loss_1: 31.296416135934678 (-0.2707366943359446)  > EPOCH: 554/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:34:36)   --> TIME: 2024-06-11 15:34:39 -- STEP: 4/330 -- GLOBAL_STEP: 270825 | > loss_disc: 2.2542152404785156 (2.307192385196686) | > loss_disc_real_0: 0.08778776228427887 (0.10503181256353855) | > loss_disc_real_1: 0.16836369037628174 (0.20920869708061218) | > loss_disc_real_2: 0.22053532302379608 (0.20038358494639397) | > loss_disc_real_3: 0.2040230929851532 (0.22294031456112862) | > loss_disc_real_4: 0.22049784660339355 (0.22924524545669556) | > loss_disc_real_5: 0.21892064809799194 (0.222185879945755) | > loss_0: 2.2542152404785156 (2.307192385196686) | > grad_norm_0: tensor(12.3472, device='cuda:0') (tensor(8.1983, device='cuda:0')) | > loss_gen: 2.561138153076172 (2.517894685268402) | > loss_kl: 1.9068294763565063 (1.9069731533527374) | > loss_feat: 7.560917377471924 (7.055404186248779) | > loss_mel: 18.571989059448242 (18.244608402252197) | > loss_duration: 2.1721253395080566 (2.190594971179962) | > loss_1: 32.77299880981445 (31.915475368499756) | > grad_norm_1: tensor(68.2605, device='cuda:0') (tensor(53.3512, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3551 (0.39067524671554565) | > loader_time: 0.0036 (0.0032448768615722656)  --> TIME: 2024-06-11 15:34:49 -- STEP: 29/330 -- GLOBAL_STEP: 270850 | > loss_disc: 2.3568806648254395 (2.294295236982148) | > loss_disc_real_0: 0.1262502819299698 (0.1043909369357701) | > loss_disc_real_1: 0.20470434427261353 (0.19416939544266668) | > loss_disc_real_2: 0.20236650109291077 (0.20807470792326435) | > loss_disc_real_3: 0.2262251079082489 (0.22252049579702574) | > loss_disc_real_4: 0.22223728895187378 (0.22799071566811924) | > loss_disc_real_5: 0.21117044985294342 (0.2177947081368545) | > loss_0: 2.3568806648254395 (2.294295236982148) | > grad_norm_0: tensor(19.8513, device='cuda:0') (tensor(7.6621, device='cuda:0')) | > loss_gen: 2.528336524963379 (2.545137018992983) | > loss_kl: 1.8209688663482666 (1.9177194874862145) | > loss_feat: 6.928613662719727 (7.133793304706442) | > loss_mel: 18.065410614013672 (17.873693466186516) | > loss_duration: 2.0191400051116943 (2.0475812739339365) | > loss_1: 31.362470626831055 (31.51792473628603) | > grad_norm_1: tensor(95.6575, device='cuda:0') (tensor(77.7050, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3763 (0.3730331700423668) | > loader_time: 0.0038 (0.003528594970703125)  --> TIME: 2024-06-11 15:34:58 -- STEP: 54/330 -- GLOBAL_STEP: 270875 | > loss_disc: 2.359595775604248 (2.331421181007668) | > loss_disc_real_0: 0.12448830157518387 (0.1097328705644166) | > loss_disc_real_1: 0.20815397799015045 (0.19548296928405762) | > loss_disc_real_2: 0.20166270434856415 (0.2105425179556564) | > loss_disc_real_3: 0.2320641577243805 (0.22699022624227735) | > loss_disc_real_4: 0.2311459630727768 (0.2289271870696986) | > loss_disc_real_5: 0.1839839518070221 (0.21847317478171102) | > loss_0: 2.359595775604248 (2.331421181007668) | > grad_norm_0: tensor(4.9712, device='cuda:0') (tensor(9.1557, device='cuda:0')) | > loss_gen: 2.492582321166992 (2.5169470266059593) | > loss_kl: 1.950603723526001 (1.9242347478866577) | > loss_feat: 7.40024471282959 (7.089493795677468) | > loss_mel: 18.98889923095703 (17.835580967090745) | > loss_duration: 1.978317141532898 (2.0214997132619223) | > loss_1: 32.810646057128906 (31.387756524262606) | > grad_norm_1: tensor(182.3172, device='cuda:0') (tensor(95.1932, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3788 (0.374030488508719) | > loader_time: 0.004 (0.0037458472781711155)  --> TIME: 2024-06-11 15:35:08 -- STEP: 79/330 -- GLOBAL_STEP: 270900 | > loss_disc: 2.287764072418213 (2.3421617369108563) | > loss_disc_real_0: 0.09387826174497604 (0.11115601960616776) | > loss_disc_real_1: 0.2071506381034851 (0.19535518616815153) | > loss_disc_real_2: 0.21415221691131592 (0.21262865881376627) | > loss_disc_real_3: 0.23845134675502777 (0.22743120299109928) | > loss_disc_real_4: 0.24316102266311646 (0.2305163278987136) | > loss_disc_real_5: 0.18908987939357758 (0.21882834634448908) | > loss_0: 2.287764072418213 (2.3421617369108563) | > grad_norm_0: tensor(12.4890, device='cuda:0') (tensor(10.0588, device='cuda:0')) | > loss_gen: 2.637192487716675 (2.504196547254731) | > loss_kl: 1.9865427017211914 (1.9490164774882643) | > loss_feat: 7.367602348327637 (7.047775479811657) | > loss_mel: 17.433971405029297 (17.774421933331066) | > loss_duration: 1.96951425075531 (2.01121146920361) | > loss_1: 31.39482307434082 (31.286622131927103) | > grad_norm_1: tensor(110.4026, device='cuda:0') (tensor(105.7978, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3863 (0.375799791722358) | > loader_time: 0.0042 (0.003848839409743683)  --> TIME: 2024-06-11 15:35:18 -- STEP: 104/330 -- GLOBAL_STEP: 270925 | > loss_disc: 2.2339999675750732 (2.346183396302737) | > loss_disc_real_0: 0.11959110200405121 (0.11229874322620723) | > loss_disc_real_1: 0.1558150053024292 (0.19526330481928128) | > loss_disc_real_2: 0.2161259651184082 (0.21297774349267667) | > loss_disc_real_3: 0.21287265419960022 (0.22867140618081278) | > loss_disc_real_4: 0.2006867676973343 (0.23091192529178584) | > loss_disc_real_5: 0.19899851083755493 (0.2195303993156323) | > loss_0: 2.2339999675750732 (2.346183396302737) | > grad_norm_0: tensor(16.9523, device='cuda:0') (tensor(10.3039, device='cuda:0')) | > loss_gen: 2.6669178009033203 (2.4978859630914823) | > loss_kl: 2.045623302459717 (1.9583295503487954) | > loss_feat: 8.082695960998535 (7.017417834355281) | > loss_mel: 18.133689880371094 (17.734531787725583) | > loss_duration: 2.0494158267974854 (2.0122776650465446) | > loss_1: 32.97834396362305 (31.22044299199031) | > grad_norm_1: tensor(257.0738, device='cuda:0') (tensor(116.8228, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3729 (0.37682247161865234) | > loader_time: 0.0037 (0.003907896005190336)  --> TIME: 2024-06-11 15:35:27 -- STEP: 129/330 -- GLOBAL_STEP: 270950 | > loss_disc: 2.3558340072631836 (2.351310199545336) | > loss_disc_real_0: 0.11646890640258789 (0.11302628425895705) | > loss_disc_real_1: 0.18203873932361603 (0.19610637172248013) | > loss_disc_real_2: 0.24636074900627136 (0.21330107991085495) | > loss_disc_real_3: 0.2597564458847046 (0.2289903579756271) | > loss_disc_real_4: 0.2284020334482193 (0.23094487733157107) | > loss_disc_real_5: 0.2163677215576172 (0.21984281188757845) | > loss_0: 2.3558340072631836 (2.351310199545336) | > grad_norm_0: tensor(5.8722, device='cuda:0') (tensor(11.0756, device='cuda:0')) | > loss_gen: 2.394965648651123 (2.4919073304464643) | > loss_kl: 1.9356471300125122 (1.9521713635718176) | > loss_feat: 6.572607040405273 (7.017433196075203) | > loss_mel: 17.88265037536621 (17.747781561326605) | > loss_duration: 2.0005788803100586 (2.013585696848788) | > loss_1: 30.786449432373047 (31.222879291504853) | > grad_norm_1: tensor(68.1299, device='cuda:0') (tensor(127.5725, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3889 (0.37752561606177987) | > loader_time: 0.004 (0.003977091737495836)  --> TIME: 2024-06-11 15:35:37 -- STEP: 154/330 -- GLOBAL_STEP: 270975 | > loss_disc: 2.498863697052002 (2.349264658890762) | > loss_disc_real_0: 0.20203423500061035 (0.11361315802900822) | > loss_disc_real_1: 0.19458046555519104 (0.1965573726149349) | > loss_disc_real_2: 0.22645211219787598 (0.21314189360513316) | > loss_disc_real_3: 0.24377433955669403 (0.228395947968805) | > loss_disc_real_4: 0.2749374806880951 (0.23021457054011232) | > loss_disc_real_5: 0.2688286006450653 (0.22018385775290528) | > loss_0: 2.498863697052002 (2.349264658890762) | > grad_norm_0: tensor(52.8804, device='cuda:0') (tensor(13.8150, device='cuda:0')) | > loss_gen: 2.4639811515808105 (2.498752776678506) | > loss_kl: 2.0850937366485596 (1.952883253623913) | > loss_feat: 6.346259117126465 (7.035124199731009) | > loss_mel: 16.84891128540039 (17.725978888474497) | > loss_duration: 2.026749610900879 (2.016460658667924) | > loss_1: 29.77099609375 (31.229199917285474) | > grad_norm_1: tensor(477.9320, device='cuda:0') (tensor(155.5532, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3819 (0.3785863634827849) | > loader_time: 0.0042 (0.004064008787080839)  --> TIME: 2024-06-11 15:35:47 -- STEP: 179/330 -- GLOBAL_STEP: 271000 | > loss_disc: 2.2886946201324463 (2.3523667071784673) | > loss_disc_real_0: 0.07411296665668488 (0.11372490718378035) | > loss_disc_real_1: 0.1775142103433609 (0.19697902222585414) | > loss_disc_real_2: 0.19793514907360077 (0.2128308322176587) | > loss_disc_real_3: 0.21849985420703888 (0.22896423769396776) | > loss_disc_real_4: 0.20992708206176758 (0.23002212157462562) | > loss_disc_real_5: 0.20508332550525665 (0.22043517856291553) | > loss_0: 2.2886946201324463 (2.3523667071784673) | > grad_norm_0: tensor(28.9403, device='cuda:0') (tensor(16.4454, device='cuda:0')) | > loss_gen: 2.4870424270629883 (2.496721761852669) | > loss_kl: 1.8448351621627808 (1.9615983876436116) | > loss_feat: 7.658717632293701 (7.0397681151022455) | > loss_mel: 17.555496215820312 (17.693598038657417) | > loss_duration: 2.0743465423583984 (2.022704978228948) | > loss_1: 31.62043571472168 (31.21439144198455) | > grad_norm_1: tensor(492.5865, device='cuda:0') (tensor(176.1559, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.3905 (0.3797735781642978) | > loader_time: 0.0048 (0.004123844913930201) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_271000.pth  --> TIME: 2024-06-11 15:36:02 -- STEP: 204/330 -- GLOBAL_STEP: 271025 | > loss_disc: 2.408499240875244 (2.3556504097639337) | > loss_disc_real_0: 0.1306445449590683 (0.11588411759950366) | > loss_disc_real_1: 0.19122759997844696 (0.1968899035424579) | > loss_disc_real_2: 0.22388596832752228 (0.21235903294063083) | > loss_disc_real_3: 0.2321680784225464 (0.2290195456760771) | > loss_disc_real_4: 0.2687409222126007 (0.2297859880708012) | > loss_disc_real_5: 0.22453609108924866 (0.22068250245031187) | > loss_0: 2.408499240875244 (2.3556504097639337) | > grad_norm_0: tensor(36.6997, device='cuda:0') (tensor(19.3157, device='cuda:0')) | > loss_gen: 2.5818824768066406 (2.5014565809100278) | > loss_kl: 2.0308539867401123 (1.9634271772468792) | > loss_feat: 7.33880615234375 (7.057952478820202) | > loss_mel: 17.668212890625 (17.676048746296004) | > loss_duration: 2.0241858959198 (2.0297765831152605) | > loss_1: 31.643939971923828 (31.22866169611613) | > grad_norm_1: tensor(370.3184, device='cuda:0') (tensor(201.0620, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.4013 (0.3838940087486716) | > loader_time: 0.0051 (0.0042146643002827985)  --> TIME: 2024-06-11 15:36:12 -- STEP: 229/330 -- GLOBAL_STEP: 271050 | > loss_disc: 2.319427013397217 (2.358816547685315) | > loss_disc_real_0: 0.09364587068557739 (0.11626781064480153) | > loss_disc_real_1: 0.20711231231689453 (0.19731388159714414) | > loss_disc_real_2: 0.19552463293075562 (0.21279576290642851) | > loss_disc_real_3: 0.24569256603717804 (0.22943501382675754) | > loss_disc_real_4: 0.24219290912151337 (0.2303861391336116) | > loss_disc_real_5: 0.21612487733364105 (0.22144161971635692) | > loss_0: 2.319427013397217 (2.358816547685315) | > grad_norm_0: tensor(29.0601, device='cuda:0') (tensor(22.2257, device='cuda:0')) | > loss_gen: 2.473731517791748 (2.499023727975037) | > loss_kl: 1.921767234802246 (1.9672706684170853) | > loss_feat: 6.725935459136963 (7.036191407249484) | > loss_mel: 17.870391845703125 (17.636552760694734) | > loss_duration: 2.1315791606903076 (2.03802275189146) | > loss_1: 31.12340545654297 (31.177061405764917) | > grad_norm_1: tensor(365.9220, device='cuda:0') (tensor(226.3905, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.4126 (0.38646443337852776) | > loader_time: 0.0059 (0.004324187357873378)  --> TIME: 2024-06-11 15:36:23 -- STEP: 254/330 -- GLOBAL_STEP: 271075 | > loss_disc: 2.328523635864258 (2.3593123156254685) | > loss_disc_real_0: 0.0912659615278244 (0.11697754818271464) | > loss_disc_real_1: 0.21226629614830017 (0.19784274562372) | > loss_disc_real_2: 0.21384920179843903 (0.21313526017928686) | > loss_disc_real_3: 0.26469844579696655 (0.22916562784844496) | > loss_disc_real_4: 0.24104611575603485 (0.2299373751198213) | > loss_disc_real_5: 0.20631006360054016 (0.2212968036884398) | > loss_0: 2.328523635864258 (2.3593123156254685) | > grad_norm_0: tensor(32.4119, device='cuda:0') (tensor(23.2135, device='cuda:0')) | > loss_gen: 2.4430038928985596 (2.4965246559128045) | > loss_kl: 1.9672226905822754 (1.968750589475857) | > loss_feat: 8.24189281463623 (7.045487343795656) | > loss_mel: 17.69411277770996 (17.59283489692867) | > loss_duration: 2.075850486755371 (2.0450234201949438) | > loss_1: 32.42208480834961 (31.148620988440324) | > grad_norm_1: tensor(527.1290, device='cuda:0') (tensor(239.5736, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.4394 (0.39041648887273833) | > loader_time: 0.0061 (0.004441828239621142)  --> TIME: 2024-06-11 15:36:34 -- STEP: 279/330 -- GLOBAL_STEP: 271100 | > loss_disc: 2.2764015197753906 (2.35974075375492) | > loss_disc_real_0: 0.07164721190929413 (0.11753812584505287) | > loss_disc_real_1: 0.2056102305650711 (0.19823428625274306) | > loss_disc_real_2: 0.21714486181735992 (0.21291649186696632) | > loss_disc_real_3: 0.24696870148181915 (0.22897488172549926) | > loss_disc_real_4: 0.19689945876598358 (0.2296372595974194) | > loss_disc_real_5: 0.2080526053905487 (0.22120537307100058) | > loss_0: 2.2764015197753906 (2.35974075375492) | > grad_norm_0: tensor(44.9343, device='cuda:0') (tensor(23.9920, device='cuda:0')) | > loss_gen: 2.5929982662200928 (2.4939901034037266) | > loss_kl: 1.9190670251846313 (1.9733324238903633) | > loss_feat: 7.965518951416016 (7.054810628241536) | > loss_mel: 18.004899978637695 (17.548351533951294) | > loss_duration: 2.147768974304199 (2.0540888271024174) | > loss_1: 32.630252838134766 (31.124573628962253) | > grad_norm_1: tensor(625.9379, device='cuda:0') (tensor(251.2401, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.4451 (0.3952193559284279) | > loader_time: 0.0058 (0.004587592189884529)  --> TIME: 2024-06-11 15:36:46 -- STEP: 304/330 -- GLOBAL_STEP: 271125 | > loss_disc: 2.970730781555176 (2.367701193219736) | > loss_disc_real_0: 0.4567704200744629 (0.12020697724074125) | > loss_disc_real_1: 0.18732360005378723 (0.1989162128026549) | > loss_disc_real_2: 0.17975805699825287 (0.21342043931546964) | > loss_disc_real_3: 0.23227271437644958 (0.22939571914704224) | > loss_disc_real_4: 0.3318442106246948 (0.23010073641413137) | > loss_disc_real_5: 0.32865995168685913 (0.22161620884741606) | > loss_0: 2.970730781555176 (2.367701193219736) | > grad_norm_0: tensor(66.8983, device='cuda:0') (tensor(26.1913, device='cuda:0')) | > loss_gen: 2.1923396587371826 (2.4915412287963057) | > loss_kl: 2.1911866664886475 (1.9767272931180502) | > loss_feat: 8.678471565246582 (7.058335900306703) | > loss_mel: 16.081010818481445 (17.480692530933176) | > loss_duration: 2.2344062328338623 (2.064916936582642) | > loss_1: 31.377412796020508 (31.07221400110345) | > grad_norm_1: tensor(371.0786, device='cuda:0') (tensor(267.2523, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 0.4838 (0.40175300993417445) | > loader_time: 0.007 (0.004766603049479033)  --> TIME: 2024-06-11 15:37:15 -- STEP: 329/330 -- GLOBAL_STEP: 271150 | > loss_disc: 2.569838047027588 (2.3745276449661485) | > loss_disc_real_0: 0.20052799582481384 (0.1222212135701194) | > loss_disc_real_1: 0.22991228103637695 (0.20028800669049787) | > loss_disc_real_2: 0.23191095888614655 (0.21381140389340988) | > loss_disc_real_3: 0.2723151743412018 (0.22945616663770474) | > loss_disc_real_4: 0.33423665165901184 (0.2301100922754108) | > loss_disc_real_5: 0.23480701446533203 (0.22182417491105552) | > loss_0: 2.569838047027588 (2.3745276449661485) | > grad_norm_0: tensor(10.8981, device='cuda:0') (tensor(26.7381, device='cuda:0')) | > loss_gen: 2.297093391418457 (2.4903801154220715) | > loss_kl: 2.1643834114074707 (1.9824574787203664) | > loss_feat: 9.478974342346191 (7.166361155118625) | > loss_mel: 17.05617332458496 (17.468862046586697) | > loss_duration: 2.271002769470215 (2.079184063662151) | > loss_1: 33.26762771606445 (31.187244983429604) | > grad_norm_1: tensor(115.6391, device='cuda:0') (tensor(270.9061, device='cuda:0')) | > current_lr_0: 0.0001866178677399161 | > current_lr_1: 0.0001866178677399161 | > step_time: 14.2397 (0.45657298267793517) | > loader_time: 0.0325 (0.005203579696840793)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.523338794708252 (2.523338794708252) | > loss_disc_real_0: 0.07001655548810959 (0.07001655548810959) | > loss_disc_real_1: 0.26876696944236755 (0.26876696944236755) | > loss_disc_real_2: 0.2892453968524933 (0.2892453968524933) | > loss_disc_real_3: 0.27278199791908264 (0.27278199791908264) | > loss_disc_real_4: 0.2794623076915741 (0.2794623076915741) | > loss_disc_real_5: 0.23533199727535248 (0.23533199727535248) | > loss_0: 2.523338794708252 (2.523338794708252) | > loss_gen: 2.441441059112549 (2.441441059112549) | > loss_kl: 2.264810800552368 (2.264810800552368) | > loss_feat: 7.69391393661499 (7.69391393661499) | > loss_mel: 16.818204879760742 (16.818204879760742) | > loss_duration: 2.940302848815918 (2.940302848815918) | > loss_1: 32.15867233276367 (32.15867233276367)  --> STEP: 1 | > loss_disc: 2.3995919227600098 (2.3995919227600098) | > loss_disc_real_0: 0.10395574569702148 (0.10395574569702148) | > loss_disc_real_1: 0.1741686910390854 (0.1741686910390854) | > loss_disc_real_2: 0.24125896394252777 (0.24125896394252777) | > loss_disc_real_3: 0.3080964982509613 (0.3080964982509613) | > loss_disc_real_4: 0.2802525460720062 (0.2802525460720062) | > loss_disc_real_5: 0.25819215178489685 (0.25819215178489685) | > loss_0: 2.3995919227600098 (2.3995919227600098) | > loss_gen: 2.547600746154785 (2.547600746154785) | > loss_kl: 2.4208173751831055 (2.4208173751831055) | > loss_feat: 7.100398540496826 (7.100398540496826) | > loss_mel: 19.331960678100586 (19.331960678100586) | > loss_duration: 2.3239517211914062 (2.3239517211914062) | > loss_1: 33.724727630615234 (33.724727630615234)  --> STEP: 2 | > loss_disc: 2.186396598815918 (2.292994260787964) | > loss_disc_real_0: 0.08683459460735321 (0.09539517015218735) | > loss_disc_real_1: 0.16365282237529755 (0.16891075670719147) | > loss_disc_real_2: 0.23165516555309296 (0.23645706474781036) | > loss_disc_real_3: 0.2522505819797516 (0.28017354011535645) | > loss_disc_real_4: 0.2176828682422638 (0.248967707157135) | > loss_disc_real_5: 0.19467268884181976 (0.2264324203133583) | > loss_0: 2.186396598815918 (2.292994260787964) | > loss_gen: 2.3902275562286377 (2.4689141511917114) | > loss_kl: 2.980112075805664 (2.7004647254943848) | > loss_feat: 5.479050636291504 (6.289724588394165) | > loss_mel: 19.800552368164062 (19.566256523132324) | > loss_duration: 2.563175678253174 (2.44356369972229) | > loss_1: 33.21311950683594 (33.468923568725586)  --> STEP: 3 | > loss_disc: 2.135693311691284 (2.240560611089071) | > loss_disc_real_0: 0.0804985910654068 (0.09042964378992717) | > loss_disc_real_1: 0.15901994705200195 (0.16561382015546164) | > loss_disc_real_2: 0.16126441955566406 (0.2113928496837616) | > loss_disc_real_3: 0.2006010264158249 (0.25364936888217926) | > loss_disc_real_4: 0.20353460311889648 (0.23382333914438883) | > loss_disc_real_5: 0.186346635222435 (0.2130704919497172) | > loss_0: 2.135693311691284 (2.240560611089071) | > loss_gen: 2.4110608100891113 (2.4496297041575112) | > loss_kl: 2.5630550384521484 (2.654661496480306) | > loss_feat: 7.819039344787598 (6.799496173858643) | > loss_mel: 18.014305114746094 (19.048939387003582) | > loss_duration: 2.311652660369873 (2.3995933532714844) | > loss_1: 33.11911392211914 (33.3523203531901)  --> STEP: 4 | > loss_disc: 2.3627350330352783 (2.2711042165756226) | > loss_disc_real_0: 0.17995572090148926 (0.11281116306781769) | > loss_disc_real_1: 0.17655204236507416 (0.16834837570786476) | > loss_disc_real_2: 0.2523639500141144 (0.2216356247663498) | > loss_disc_real_3: 0.26848429441452026 (0.2573581002652645) | > loss_disc_real_4: 0.29738175868988037 (0.24971294403076172) | > loss_disc_real_5: 0.19661110639572144 (0.20895564556121826) | > loss_0: 2.3627350330352783 (2.2711042165756226) | > loss_gen: 2.666818141937256 (2.5039268136024475) | > loss_kl: 4.149271011352539 (3.0283138751983643) | > loss_feat: 7.562304496765137 (6.990198254585266) | > loss_mel: 17.076175689697266 (18.555748462677002) | > loss_duration: 2.3276596069335938 (2.3816099166870117) | > loss_1: 33.7822265625 (33.45979690551758)  --> STEP: 5 | > loss_disc: 2.5089311599731445 (2.3186696052551268) | > loss_disc_real_0: 0.16638672351837158 (0.12352627515792847) | > loss_disc_real_1: 0.23419778048992157 (0.18151825666427612) | > loss_disc_real_2: 0.26046642661094666 (0.22940178513526915) | > loss_disc_real_3: 0.2804085910320282 (0.26196819841861724) | > loss_disc_real_4: 0.2736971974372864 (0.25450979471206664) | > loss_disc_real_5: 0.2900516390800476 (0.22517484426498413) | > loss_0: 2.5089311599731445 (2.3186696052551268) | > loss_gen: 2.3955512046813965 (2.482251691818237) | > loss_kl: 2.7413835525512695 (2.9709278106689454) | > loss_feat: 5.013277053833008 (6.594814014434815) | > loss_mel: 18.074230194091797 (18.45944480895996) | > loss_duration: 2.45540452003479 (2.3963688373565675) | > loss_1: 30.679847717285156 (32.90380706787109)  --> STEP: 6 | > loss_disc: 2.422544002532959 (2.335982004801432) | > loss_disc_real_0: 0.09771763533353806 (0.11922483518719673) | > loss_disc_real_1: 0.1743919998407364 (0.18033054719368616) | > loss_disc_real_2: 0.21784581243991852 (0.22747578968604407) | > loss_disc_real_3: 0.27581313252449036 (0.2642756874362628) | > loss_disc_real_4: 0.27534323930740356 (0.2579820354779561) | > loss_disc_real_5: 0.34376823902130127 (0.24494041005770364) | > loss_0: 2.422544002532959 (2.335982004801432) | > loss_gen: 2.47977876663208 (2.4818395376205444) | > loss_kl: 2.665133237838745 (2.9199620485305786) | > loss_feat: 6.794800281524658 (6.628145058949788) | > loss_mel: 17.960107803344727 (18.376221974690754) | > loss_duration: 2.1558237075805664 (2.3562779823939004) | > loss_1: 32.055641174316406 (32.76244608561198)  --> STEP: 7 | > loss_disc: 2.51080322265625 (2.360956464494978) | > loss_disc_real_0: 0.13176816701889038 (0.12101673973458153) | > loss_disc_real_1: 0.24371950328350067 (0.18938611234937394) | > loss_disc_real_2: 0.2793300151824951 (0.23488353618553706) | > loss_disc_real_3: 0.22750140726566315 (0.25902221884046284) | > loss_disc_real_4: 0.2423335164785385 (0.25574653276375364) | > loss_disc_real_5: 0.22472183406352997 (0.24205204205853598) | > loss_0: 2.51080322265625 (2.360956464494978) | > loss_gen: 2.268911838531494 (2.4514212948935374) | > loss_kl: 4.073674201965332 (3.084778070449829) | > loss_feat: 5.950676918029785 (6.531363895961216) | > loss_mel: 15.706254005432129 (17.99479797908238) | > loss_duration: 2.491631031036377 (2.3756141321999684) | > loss_1: 30.491147994995117 (32.43797492980957)  --> STEP: 8 | > loss_disc: 2.7816994190216064 (2.4135493338108063) | > loss_disc_real_0: 0.19788068532943726 (0.1306247329339385) | > loss_disc_real_1: 0.21378616988658905 (0.19243611954152584) | > loss_disc_real_2: 0.3188226819038391 (0.24537592940032482) | > loss_disc_real_3: 0.3152868151664734 (0.26605529338121414) | > loss_disc_real_4: 0.2558543086051941 (0.2557600047439337) | > loss_disc_real_5: 0.25923025608062744 (0.24419931881129742) | > loss_0: 2.7816994190216064 (2.4135493338108063) | > loss_gen: 2.058927536010742 (2.402359575033188) | > loss_kl: 3.1316280364990234 (3.0906343162059784) | > loss_feat: 5.905844211578369 (6.453173935413361) | > loss_mel: 14.501364707946777 (17.55811882019043) | > loss_duration: 2.262697696685791 (2.3614995777606964) | > loss_1: 27.860462188720703 (31.865785837173462)  --> STEP: 9 | > loss_disc: 2.382211208343506 (2.410067319869995) | > loss_disc_real_0: 0.09853492677211761 (0.1270591989159584) | > loss_disc_real_1: 0.18268683552742004 (0.19135286576218075) | > loss_disc_real_2: 0.2393566220998764 (0.24470711747805277) | > loss_disc_real_3: 0.2765147387981415 (0.26721745398309493) | > loss_disc_real_4: 0.22643035650253296 (0.2525011549393336) | > loss_disc_real_5: 0.20750968158245087 (0.2401226924525367) | > loss_0: 2.382211208343506 (2.410067319869995) | > loss_gen: 2.5036211013793945 (2.413610855738322) | > loss_kl: 2.5865554809570312 (3.0346255567338734) | > loss_feat: 8.844588279724121 (6.718886640336779) | > loss_mel: 18.483074188232422 (17.660891638861763) | > loss_duration: 2.1315650939941406 (2.3359513017866345) | > loss_1: 34.54940414428711 (32.16396564907498)  --> STEP: 10 | > loss_disc: 2.597254514694214 (2.428786039352417) | > loss_disc_real_0: 0.1237894594669342 (0.126732224971056) | > loss_disc_real_1: 0.2656032145023346 (0.19877790063619613) | > loss_disc_real_2: 0.2903388738632202 (0.2492702931165695) | > loss_disc_real_3: 0.3339579105377197 (0.2738914996385574) | > loss_disc_real_4: 0.2559617757797241 (0.25284721702337265) | > loss_disc_real_5: 0.3100774884223938 (0.2471181720495224) | > loss_0: 2.597254514694214 (2.428786039352417) | > loss_gen: 2.607518196105957 (2.4330015897750856) | > loss_kl: 2.9713995456695557 (3.0283029556274412) | > loss_feat: 6.660506725311279 (6.713048648834229) | > loss_mel: 18.99643325805664 (17.79444580078125) | > loss_duration: 2.3786444664001465 (2.3402206182479857) | > loss_1: 33.614501953125 (32.30901927947998)  --> STEP: 11 | > loss_disc: 2.5343191623687744 (2.4383799596266313) | > loss_disc_real_0: 0.12431295961141586 (0.12651229175654324) | > loss_disc_real_1: 0.13067501783370972 (0.19258672947233374) | > loss_disc_real_2: 0.22259268164634705 (0.24684505571018567) | > loss_disc_real_3: 0.2838566303253174 (0.27479742061008106) | > loss_disc_real_4: 0.23975791037082672 (0.2516572800549594) | > loss_disc_real_5: 0.26731768250465393 (0.2489544911818071) | > loss_0: 2.5343191623687744 (2.4383799596266313) | > loss_gen: 2.1978302001953125 (2.4116223725405606) | > loss_kl: 2.7387263774871826 (3.001977812160145) | > loss_feat: 6.48854923248291 (6.692639610984108) | > loss_mel: 17.139713287353516 (17.73492466319691) | > loss_duration: 2.482086658477783 (2.3531175309961494) | > loss_1: 31.046905517578125 (32.19428166476163)  --> STEP: 12 | > loss_disc: 2.4339241981506348 (2.438008646170298) | > loss_disc_real_0: 0.05862772464752197 (0.12085524449745814) | > loss_disc_real_1: 0.22031906247138977 (0.19489775722225508) | > loss_disc_real_2: 0.2771957814693451 (0.2493742828567823) | > loss_disc_real_3: 0.22437384724617004 (0.2705954561630885) | > loss_disc_real_4: 0.2096124142408371 (0.2481535412371159) | > loss_disc_real_5: 0.23614761233329773 (0.24788725127776465) | > loss_0: 2.4339241981506348 (2.438008646170298) | > loss_gen: 2.2169110774993896 (2.39539643128713) | > loss_kl: 3.215167999267578 (3.0197436610857644) | > loss_feat: 5.960158348083496 (6.631599505742391) | > loss_mel: 18.446409225463867 (17.794215043385822) | > loss_duration: 2.243373394012451 (2.3439721862475076) | > loss_1: 32.0820198059082 (32.18492650985718)  --> STEP: 13 | > loss_disc: 2.4740233421325684 (2.4407790073981652) | > loss_disc_real_0: 0.13784989714622498 (0.12216252547044021) | > loss_disc_real_1: 0.2270307093858719 (0.19736952277330252) | > loss_disc_real_2: 0.18118499219417572 (0.24412895280581254) | > loss_disc_real_3: 0.24720048904418945 (0.26879584330778855) | > loss_disc_real_4: 0.22719821333885193 (0.24654159293724945) | > loss_disc_real_5: 0.1934601068496704 (0.24370054786021894) | > loss_0: 2.4740233421325684 (2.4407790073981652) | > loss_gen: 2.2542476654052734 (2.3845388339116025) | > loss_kl: 3.2861151695251465 (3.040233777119563) | > loss_feat: 6.394381523132324 (6.61335196861854) | > loss_mel: 15.87398910522461 (17.64650535583496) | > loss_duration: 2.3294332027435303 (2.3428538029010477) | > loss_1: 30.138166427612305 (32.027483426607574)  --> STEP: 14 | > loss_disc: 2.362248659133911 (2.4351696968078613) | > loss_disc_real_0: 0.1862161010503769 (0.1267377808690071) | > loss_disc_real_1: 0.17364315688610077 (0.1956747823527881) | > loss_disc_real_2: 0.17680765688419342 (0.23932028881141118) | > loss_disc_real_3: 0.19057443737983704 (0.2632086000272206) | > loss_disc_real_4: 0.20640671253204346 (0.243674815765449) | > loss_disc_real_5: 0.18940384685993195 (0.23982221207448415) | > loss_0: 2.362248659133911 (2.4351696968078613) | > loss_gen: 2.255601644515991 (2.3753290346690585) | > loss_kl: 3.9999101161956787 (3.1087820870535716) | > loss_feat: 6.231400489807129 (6.58606972013201) | > loss_mel: 20.0000057220459 (17.814612524850027) | > loss_duration: 2.433478832244873 (2.34932701928275) | > loss_1: 34.92039489746094 (32.23411996023996)  --> STEP: 15 | > loss_disc: 2.4399890899658203 (2.4354909896850585) | > loss_disc_real_0: 0.14878614246845245 (0.12820767164230346) | > loss_disc_real_1: 0.19791290163993835 (0.1958239903052648) | > loss_disc_real_2: 0.22573286294937134 (0.23841446042060851) | > loss_disc_real_3: 0.32631412148475647 (0.2674156347910563) | > loss_disc_real_4: 0.2609657347202301 (0.24482754369576776) | > loss_disc_real_5: 0.2713973820209503 (0.24192722340424855) | > loss_0: 2.4399890899658203 (2.4354909896850585) | > loss_gen: 2.5524628162384033 (2.3871379534403485) | > loss_kl: 3.240093946456909 (3.117536211013794) | > loss_feat: 9.097918510437012 (6.753526306152343) | > loss_mel: 18.78145980834961 (17.879069010416668) | > loss_duration: 2.3746185302734375 (2.351013120015462) | > loss_1: 36.04655456542969 (32.48828226725261)  --> STEP: 16 | > loss_disc: 2.3056559562683105 (2.427376300096512) | > loss_disc_real_0: 0.14790871739387512 (0.1294389870017767) | > loss_disc_real_1: 0.19602151215076447 (0.19583633542060852) | > loss_disc_real_2: 0.16398565471172333 (0.2337626600638032) | > loss_disc_real_3: 0.22761578857898712 (0.264928144402802) | > loss_disc_real_4: 0.2028970718383789 (0.24220688920468095) | > loss_disc_real_5: 0.19621631503105164 (0.23907029163092375) | > loss_0: 2.3056559562683105 (2.427376300096512) | > loss_gen: 2.2060396671295166 (2.3758193105459213) | > loss_kl: 3.0125224590301514 (3.1109728515148163) | > loss_feat: 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(32.295488357543945)  --> STEP: 18 | > loss_disc: 2.3460566997528076 (2.4317287471559315) | > loss_disc_real_0: 0.08330303430557251 (0.12908791502316794) | > loss_disc_real_1: 0.13002018630504608 (0.19219443615939882) | > loss_disc_real_2: 0.1594180017709732 (0.2331857747501797) | > loss_disc_real_3: 0.17210616171360016 (0.26168552537759143) | > loss_disc_real_4: 0.20012031495571136 (0.2416786270009147) | > loss_disc_real_5: 0.18435758352279663 (0.24544495592514673) | > loss_0: 2.3460566997528076 (2.4317287471559315) | > loss_gen: 2.008989095687866 (2.365775982538859) | > loss_kl: 2.8218300342559814 (3.0750391483306885) | > loss_feat: 8.826598167419434 (6.761280271742079) | > loss_mel: 19.686845779418945 (17.92161538865831) | > loss_duration: 2.2960205078125 (2.3575997087690563) | > loss_1: 35.640281677246094 (32.48131020863851)  --> STEP: 19 | > loss_disc: 2.4455509185791016 (2.4324562298624137) | > loss_disc_real_0: 0.3017177879810333 (0.138173697810424) | > loss_disc_real_1: 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2.6841516494750977 (2.4505878686904907) | > loss_disc_real_0: 0.213081955909729 (0.1449272825072209) | > loss_disc_real_1: 0.223480686545372 (0.19482540773848692) | > loss_disc_real_2: 0.25235262513160706 (0.2351622792581717) | > loss_disc_real_3: 0.32148292660713196 (0.26474707014858717) | > loss_disc_real_4: 0.3340650498867035 (0.2408179622143507) | > loss_disc_real_5: 0.3148046135902405 (0.25301411685844266) | > loss_0: 2.6841516494750977 (2.4505878686904907) | > loss_gen: 2.5535144805908203 (2.369879275560379) | > loss_kl: 2.18910551071167 (2.8635544876257577) | > loss_feat: 5.905880928039551 (6.586659620205562) | > loss_mel: 18.59090232849121 (17.555332620938618) | > loss_duration: 2.4728031158447266 (2.3421793480714164) | > loss_1: 31.71220588684082 (31.71760495503744)  --> STEP: 25 | > loss_disc: 2.465470790863037 (2.4511831855773925) | > loss_disc_real_0: 0.1383499652147293 (0.14466418981552123) | > loss_disc_real_1: 0.18533740937709808 (0.19444588780403138) | > loss_disc_real_2: 0.25655752420425415 (0.236018089056015) | > loss_disc_real_3: 0.3080998957157135 (0.26648118317127223) | > loss_disc_real_4: 0.2176969349384308 (0.2398931211233139) | > loss_disc_real_5: 0.1768707036972046 (0.24996838033199315) | > loss_0: 2.465470790863037 (2.4511831855773925) | > loss_gen: 2.230478525161743 (2.3643032455444337) | > loss_kl: 2.4451606273651123 (2.846818733215332) | > loss_feat: 5.108695030212402 (6.527541036605835) | > loss_mel: 15.709214210510254 (17.481487884521485) | > loss_duration: 2.4029126167297363 (2.344608678817749) | > loss_1: 27.896459579467773 (31.564759140014655)  --> STEP: 26 | > loss_disc: 2.298680067062378 (2.4453176810191226) | > loss_disc_real_0: 0.09395371377468109 (0.14271378689087355) | > loss_disc_real_1: 0.10996248573064804 (0.19119652618582433) | > loss_disc_real_2: 0.1856909990310669 (0.23408243174736315) | > loss_disc_real_3: 0.2911672294139862 (0.26743064648829973) | > loss_disc_real_4: 0.19784694910049438 (0.23827596066089776) | > loss_disc_real_5: 0.13718286156654358 (0.24563047576409122) | > loss_0: 2.298680067062378 (2.4453176810191226) | > loss_gen: 2.1632299423217773 (2.3565696569589467) | > loss_kl: 2.4253461360931396 (2.8306082487106323) | > loss_feat: 11.980484962463379 (6.737269649138818) | > loss_mel: 19.554018020629883 (17.561200582064114) | > loss_duration: 2.2714991569519043 (2.341796774130601) | > loss_1: 38.39458084106445 (31.82744459005503) --> EVAL PERFORMANCE | > avg_loader_time: 0.002483404599703275 (-3.398381746732215e-05) | > avg_loss_disc: 2.4453176810191226 (-0.009555202264051932) | > avg_loss_disc_real_0: 0.14271378689087355 (+0.022995886607812016) | > avg_loss_disc_real_1: 0.19119652618582433 (-0.0009265467524528503) | > avg_loss_disc_real_2: 0.23408243174736315 (+0.0146569999364706) | > avg_loss_disc_real_3: 0.26743064648829973 (-0.004167004273487984) | > avg_loss_disc_real_4: 0.23827596066089776 (+0.01543106110050127) | > avg_loss_disc_real_5: 0.24563047576409122 (+0.019736619522938398) | > avg_loss_0: 2.4453176810191226 (-0.009555202264051932) | > avg_loss_gen: 2.3565696569589467 (+0.09915553147976208) | > avg_loss_kl: 2.8306082487106323 (+0.045513350229996696) | > avg_loss_feat: 6.737269649138818 (+0.03592919386350246) | > avg_loss_mel: 17.561200582064114 (+0.3511139062734756) | > avg_loss_duration: 2.341796774130601 (-0.0006832617979783961) | > avg_loss_1: 31.82744459005503 (+0.5310284541203529)  > EPOCH: 555/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:37:21)   --> TIME: 2024-06-11 15:37:31 -- STEP: 24/330 -- GLOBAL_STEP: 271175 | > loss_disc: 2.379117965698242 (2.3062463998794556) | > loss_disc_real_0: 0.09855420142412186 (0.10486771849294503) | > loss_disc_real_1: 0.19048570096492767 (0.19382991207142672) | > loss_disc_real_2: 0.23037850856781006 (0.20709011517465115) | > loss_disc_real_3: 0.2496507167816162 (0.22138712679346403) | > loss_disc_real_4: 0.20278562605381012 (0.22770488324264684) | > loss_disc_real_5: 0.2226274013519287 (0.2206377275288105) | > loss_0: 2.379117965698242 (2.3062463998794556) | > grad_norm_0: tensor(6.0648, device='cuda:0') (tensor(8.1444, device='cuda:0')) | > loss_gen: 2.599724769592285 (2.513407687346141) | > loss_kl: 1.7635459899902344 (1.8608496089776356) | > loss_feat: 7.970085144042969 (7.057176113128662) | > loss_mel: 18.124788284301758 (17.770019213358562) | > loss_duration: 1.9791820049285889 (2.065860996643702) | > loss_1: 32.43732833862305 (31.267313798268635) | > grad_norm_1: tensor(61.6240, device='cuda:0') (tensor(103.2061, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.3731 (0.36749117573102313) | > loader_time: 0.0029 (0.003108749787012736)  --> TIME: 2024-06-11 15:37:40 -- STEP: 49/330 -- GLOBAL_STEP: 271200 | > loss_disc: 2.3946003913879395 (2.3315308385965774) | > loss_disc_real_0: 0.10482697188854218 (0.10953083588760726) | > loss_disc_real_1: 0.2114904820919037 (0.19532216842077216) | > loss_disc_real_2: 0.23363418877124786 (0.20881429405844942) | > loss_disc_real_3: 0.2067067176103592 (0.2268060232911791) | > loss_disc_real_4: 0.21673284471035004 (0.22800246762986087) | > loss_disc_real_5: 0.18951363861560822 (0.219054320941166) | > loss_0: 2.3946003913879395 (2.3315308385965774) | > grad_norm_0: tensor(7.2336, device='cuda:0') (tensor(7.7906, device='cuda:0')) | > loss_gen: 2.3545124530792236 (2.4973909416977236) | > loss_kl: 1.935814619064331 (1.8936422455067536) | > loss_feat: 6.818019866943359 (7.0798725011397385) | > loss_mel: 17.12438201904297 (17.76264206244021) | > loss_duration: 1.9742515087127686 (2.028989684825042) | > loss_1: 30.206979751586914 (31.262537313967336) | > grad_norm_1: tensor(115.3089, device='cuda:0') (tensor(95.1179, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.382 (0.36691553738652444) | > loader_time: 0.004 (0.0033682317149882415)  --> TIME: 2024-06-11 15:37:50 -- STEP: 74/330 -- GLOBAL_STEP: 271225 | > loss_disc: 2.2784361839294434 (2.3397696114875184) | > loss_disc_real_0: 0.09103231132030487 (0.11058350239653846) | > loss_disc_real_1: 0.17225788533687592 (0.1959071767491263) | > loss_disc_real_2: 0.20770201086997986 (0.21045973433836085) | > loss_disc_real_3: 0.21613819897174835 (0.2285355466443139) | > loss_disc_real_4: 0.2367514967918396 (0.22783654263696154) | > loss_disc_real_5: 0.23102214932441711 (0.22101519236693512) | > loss_0: 2.2784361839294434 (2.3397696114875184) | > grad_norm_0: tensor(10.6642, device='cuda:0') (tensor(8.8944, device='cuda:0')) | > loss_gen: 2.5963943004608154 (2.4859949865856676) | > loss_kl: 1.9788984060287476 (1.9103334642745353) | > loss_feat: 6.838197231292725 (7.012302740200146) | > loss_mel: 17.84027671813965 (17.71193278802408) | > loss_duration: 1.9351024627685547 (2.0128156526668666) | > loss_1: 31.188867568969727 (31.133379601143503) | > grad_norm_1: tensor(87.0147, device='cuda:0') (tensor(99.9543, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.3632 (0.3672622925526387) | > loader_time: 0.0046 (0.0034951132697028085)  --> TIME: 2024-06-11 15:37:59 -- STEP: 99/330 -- GLOBAL_STEP: 271250 | > loss_disc: 2.3245320320129395 (2.336777879734233) | > loss_disc_real_0: 0.10091587901115417 (0.11067351781659657) | > loss_disc_real_1: 0.16553562879562378 (0.19666074984001386) | > loss_disc_real_2: 0.20779620110988617 (0.20948343415452977) | > loss_disc_real_3: 0.2668028473854065 (0.22829896904001332) | > loss_disc_real_4: 0.24362392723560333 (0.22939712727310682) | > loss_disc_real_5: 0.24697834253311157 (0.22010742850375897) | > loss_0: 2.3245320320129395 (2.336777879734233) | > grad_norm_0: tensor(18.4061, device='cuda:0') (tensor(9.2547, device='cuda:0')) | > loss_gen: 2.5314009189605713 (2.4942900050770147) | > loss_kl: 1.8535056114196777 (1.916895583422497) | > loss_feat: 6.79503059387207 (7.033873851853188) | > loss_mel: 18.143598556518555 (17.68677051621254) | > loss_duration: 2.021397113800049 (2.011888727997289) | > loss_1: 31.344932556152344 (31.14371862315168) | > grad_norm_1: tensor(129.1352, device='cuda:0') (tensor(103.4952, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.3674 (0.3701850741800636) | > loader_time: 0.0034 (0.0035347408718532985)  --> TIME: 2024-06-11 15:38:09 -- STEP: 124/330 -- GLOBAL_STEP: 271275 | > loss_disc: 2.4470224380493164 (2.3451468502321555) | > loss_disc_real_0: 0.08505741506814957 (0.11230143898677442) | > loss_disc_real_1: 0.2186516523361206 (0.1968739133688711) | > loss_disc_real_2: 0.23373769223690033 (0.21069252635202101) | > loss_disc_real_3: 0.21355478465557098 (0.22888776287436485) | > loss_disc_real_4: 0.21592843532562256 (0.2285873577479393) | > loss_disc_real_5: 0.19796974956989288 (0.2203332492180409) | > loss_0: 2.4470224380493164 (2.3451468502321555) | > grad_norm_0: tensor(19.7380, device='cuda:0') (tensor(10.4642, device='cuda:0')) | > loss_gen: 2.2917606830596924 (2.4887650839744078) | > loss_kl: 2.096219539642334 (1.9276418070639334) | > loss_feat: 6.52198600769043 (7.037305039744223) | > loss_mel: 17.968883514404297 (17.714794412735966) | > loss_duration: 2.0446815490722656 (2.0142743299084325) | > loss_1: 30.923532485961914 (31.18278060420867) | > grad_norm_1: tensor(231.3806, device='cuda:0') (tensor(130.7674, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.3677 (0.3706592840533103) | > loader_time: 0.0037 (0.003607630729675293)  --> TIME: 2024-06-11 15:38:19 -- STEP: 149/330 -- GLOBAL_STEP: 271300 | > loss_disc: 2.2999088764190674 (2.349071529887667) | > loss_disc_real_0: 0.08914858102798462 (0.11409021618982289) | > loss_disc_real_1: 0.235322505235672 (0.19654433739265337) | > loss_disc_real_2: 0.18939565122127533 (0.21046461494977042) | > loss_disc_real_3: 0.23564192652702332 (0.22901703737326115) | > loss_disc_real_4: 0.21517203748226166 (0.22869396989777585) | > loss_disc_real_5: 0.22116126120090485 (0.22086322387592905) | > loss_0: 2.2999088764190674 (2.349071529887667) | > grad_norm_0: tensor(36.4715, device='cuda:0') (tensor(13.5052, device='cuda:0')) | > loss_gen: 2.648817300796509 (2.4887433852125334) | > loss_kl: 1.8743858337402344 (1.936041147916909) | > loss_feat: 7.163050651550293 (7.022278184058682) | > loss_mel: 17.466556549072266 (17.710400325339908) | > loss_duration: 2.044069766998291 (2.0174642585267955) | > loss_1: 31.196880340576172 (31.174927205847414) | > grad_norm_1: tensor(447.2920, device='cuda:0') (tensor(163.3468, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.3786 (0.3721772472330388) | > loader_time: 0.0041 (0.0036956031850520397)  --> TIME: 2024-06-11 15:38:29 -- STEP: 174/330 -- GLOBAL_STEP: 271325 | > loss_disc: 2.3223042488098145 (2.3499544447865994) | > loss_disc_real_0: 0.07941815257072449 (0.11451229174760566) | > loss_disc_real_1: 0.2165844589471817 (0.196896530687809) | > loss_disc_real_2: 0.24902606010437012 (0.210538641389074) | > loss_disc_real_3: 0.2359030544757843 (0.22919450914380193) | > loss_disc_real_4: 0.21429486572742462 (0.22863714431209126) | > loss_disc_real_5: 0.20406469702720642 (0.2208264685053935) | > loss_0: 2.3223042488098145 (2.3499544447865994) | > grad_norm_0: tensor(12.2500, device='cuda:0') (tensor(16.3550, device='cuda:0')) | > loss_gen: 2.577537775039673 (2.494711119553139) | > loss_kl: 2.0879485607147217 (1.9458660914980133) | > loss_feat: 7.0821943283081055 (7.0210762051330216) | > loss_mel: 17.53338623046875 (17.700097911659338) | > loss_duration: 2.1207895278930664 (2.0221054951349893) | > loss_1: 31.40185546875 (31.183856722952306) | > grad_norm_1: tensor(296.7005, device='cuda:0') (tensor(187.8151, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.378 (0.37392333184165516) | > loader_time: 0.0045 (0.003799882428399448)  --> TIME: 2024-06-11 15:38:39 -- STEP: 199/330 -- GLOBAL_STEP: 271350 | > loss_disc: 2.4995927810668945 (2.3555108578360873) | > loss_disc_real_0: 0.1343802958726883 (0.1158404288878992) | > loss_disc_real_1: 0.20635581016540527 (0.1972248497320779) | > loss_disc_real_2: 0.2160775512456894 (0.21173443334486017) | > loss_disc_real_3: 0.244319885969162 (0.22963195762143063) | > loss_disc_real_4: 0.22097449004650116 (0.22773189281099407) | > loss_disc_real_5: 0.303275465965271 (0.2208549625909508) | > loss_0: 2.4995927810668945 (2.3555108578360873) | > grad_norm_0: tensor(28.5696, device='cuda:0') (tensor(19.1642, device='cuda:0')) | > loss_gen: 2.464644432067871 (2.496753730965619) | > loss_kl: 1.8706027269363403 (1.9494961260551185) | > loss_feat: 5.910089492797852 (7.029394962080759) | > loss_mel: 17.806594848632812 (17.676854085682642) | > loss_duration: 2.151416540145874 (2.0301794862028335) | > loss_1: 30.203350067138672 (31.18267836642625) | > grad_norm_1: tensor(56.6986, device='cuda:0') (tensor(212.1870, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.3896 (0.3762796032967879) | > loader_time: 0.0047 (0.003926158550396637)  --> TIME: 2024-06-11 15:38:49 -- STEP: 224/330 -- GLOBAL_STEP: 271375 | > loss_disc: 2.370676040649414 (2.3579656832984535) | > loss_disc_real_0: 0.16415110230445862 (0.11651534923086208) | > loss_disc_real_1: 0.1670432835817337 (0.19721662998199463) | > loss_disc_real_2: 0.18633899092674255 (0.21175301873258182) | > loss_disc_real_3: 0.21118398010730743 (0.22949925025126763) | > loss_disc_real_4: 0.2162461131811142 (0.22831727138587407) | > loss_disc_real_5: 0.20451653003692627 (0.22143153939396143) | > loss_0: 2.370676040649414 (2.3579656832984535) | > grad_norm_0: tensor(58.6288, device='cuda:0') (tensor(21.8852, device='cuda:0')) | > loss_gen: 2.5743024349212646 (2.4966522295560156) | > loss_kl: 1.8597370386123657 (1.9544175043702126) | > loss_feat: 7.435510158538818 (7.046288705297878) | > loss_mel: 17.74734115600586 (17.65541915808408) | > loss_duration: 2.1299242973327637 (2.0373838245868687) | > loss_1: 31.746814727783203 (31.190161424023763) | > grad_norm_1: tensor(593.8126, device='cuda:0') (tensor(229.4928, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.4058 (0.37889179374490467) | > loader_time: 0.0048 (0.004043383257729666)  --> TIME: 2024-06-11 15:38:59 -- STEP: 249/330 -- GLOBAL_STEP: 271400 | > loss_disc: 2.29120135307312 (2.3597292296857737) | > loss_disc_real_0: 0.0934552475810051 (0.11700850276343794) | > loss_disc_real_1: 0.19930511713027954 (0.19755492565861668) | > loss_disc_real_2: 0.2003740519285202 (0.21180487492955832) | > loss_disc_real_3: 0.18941806256771088 (0.22970348219555545) | > loss_disc_real_4: 0.21245503425598145 (0.22851329090365444) | > loss_disc_real_5: 0.2160423845052719 (0.22158981183446555) | > loss_0: 2.29120135307312 (2.3597292296857737) | > grad_norm_0: tensor(23.4684, device='cuda:0') (tensor(23.0343, device='cuda:0')) | > loss_gen: 2.4186508655548096 (2.4946128919900183) | > loss_kl: 2.0323030948638916 (1.9576298544205815) | > loss_feat: 6.992916107177734 (7.045220639332231) | > loss_mel: 17.073450088500977 (17.618747569471022) | > loss_duration: 2.11588191986084 (2.0455289088099837) | > loss_1: 30.633201599121094 (31.16173987790763) | > grad_norm_1: tensor(417.6175, device='cuda:0') (tensor(242.8430, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.4235 (0.38251228696371176) | > loader_time: 0.0053 (0.0041622301660867115)  --> TIME: 2024-06-11 15:39:10 -- STEP: 274/330 -- GLOBAL_STEP: 271425 | > loss_disc: 2.432535171508789 (2.362355965767465) | > loss_disc_real_0: 0.1302802562713623 (0.11731775923475732) | > loss_disc_real_1: 0.15925751626491547 (0.1975407738537684) | > loss_disc_real_2: 0.17657306790351868 (0.21240027281489687) | > loss_disc_real_3: 0.24167314171791077 (0.22997049840479872) | > loss_disc_real_4: 0.22599421441555023 (0.2287808724672255) | > loss_disc_real_5: 0.22178520262241364 (0.22201129582023965) | > loss_0: 2.432535171508789 (2.362355965767465) | > grad_norm_0: tensor(61.0323, device='cuda:0') (tensor(25.1784, device='cuda:0')) | > loss_gen: 2.45731782913208 (2.4924932622561493) | > loss_kl: 2.1047158241271973 (1.962034684463139) | > loss_feat: 6.6305155754089355 (7.053328618516017) | > loss_mel: 16.63511085510254 (17.59170157369908) | > loss_duration: 2.1412429809570312 (2.053709939448503) | > loss_1: 29.968902587890625 (31.15326804836301) | > grad_norm_1: tensor(63.1010, device='cuda:0') (tensor(261.8644, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.4412 (0.38706803843922855) | > loader_time: 0.0065 (0.004296391549771721)  --> TIME: 2024-06-11 15:39:22 -- STEP: 299/330 -- GLOBAL_STEP: 271450 | > loss_disc: 2.4657368659973145 (2.3660226258944537) | > loss_disc_real_0: 0.17912942171096802 (0.11873745412431831) | > loss_disc_real_1: 0.23953860998153687 (0.1986542088929626) | > loss_disc_real_2: 0.21425412595272064 (0.21280741547063045) | > loss_disc_real_3: 0.23421017825603485 (0.22996326707876646) | > loss_disc_real_4: 0.25994452834129333 (0.22879189372461375) | > loss_disc_real_5: 0.23219041526317596 (0.22197623760205845) | > loss_0: 2.4657368659973145 (2.3660226258944537) | > grad_norm_0: tensor(82.7197, device='cuda:0') (tensor(27.8225, device='cuda:0')) | > loss_gen: 2.270444393157959 (2.492245735532066) | > loss_kl: 2.0506372451782227 (1.9643483632384335) | > loss_feat: 6.674375057220459 (7.058716021253911) | > loss_mel: 17.497039794921875 (17.52459938470338) | > loss_duration: 2.2101407051086426 (2.0643245520001656) | > loss_1: 30.70263671875 (31.104234000113497) | > grad_norm_1: tensor(406.3295, device='cuda:0') (tensor(278.7782, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.47 (0.3935440990039735) | > loader_time: 0.0071 (0.004471412869201458)  --> TIME: 2024-06-11 15:39:36 -- STEP: 324/330 -- GLOBAL_STEP: 271475 | > loss_disc: 2.44130277633667 (2.368090568501275) | > loss_disc_real_0: 0.1098794937133789 (0.1193938818587749) | > loss_disc_real_1: 0.17421169579029083 (0.1988965987147372) | > loss_disc_real_2: 0.2852823734283447 (0.21276696132105075) | > loss_disc_real_3: 0.24263973534107208 (0.2299554122634876) | > loss_disc_real_4: 0.24561768770217896 (0.22890155136953166) | > loss_disc_real_5: 0.3009375333786011 (0.22261236433261705) | > loss_0: 2.44130277633667 (2.368090568501275) | > grad_norm_0: tensor(42.1337, device='cuda:0') (tensor(29.5893, device='cuda:0')) | > loss_gen: 2.780289649963379 (2.4945050463264384) | > loss_kl: 2.0860676765441895 (1.9708892732490728) | > loss_feat: 10.393827438354492 (7.114324244452112) | > loss_mel: 17.219484329223633 (17.48565109570822) | > loss_duration: 2.273210048675537 (2.078614984029603) | > loss_1: 34.75287628173828 (31.143984600349707) | > grad_norm_1: tensor(525.3517, device='cuda:0') (tensor(292.0121, device='cuda:0')) | > current_lr_0: 0.0001865945405064486 | > current_lr_1: 0.0001865945405064486 | > step_time: 0.5935 (0.4055718301255025) | > loader_time: 0.0091 (0.004766706331276601)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7642760276794434 (2.7642760276794434) | > loss_disc_real_0: 0.13704019784927368 (0.13704019784927368) | > loss_disc_real_1: 0.31722670793533325 (0.31722670793533325) | > loss_disc_real_2: 0.2776072025299072 (0.2776072025299072) | > loss_disc_real_3: 0.27504584193229675 (0.27504584193229675) | > loss_disc_real_4: 0.25195932388305664 (0.25195932388305664) | > loss_disc_real_5: 0.23262962698936462 (0.23262962698936462) | > loss_0: 2.7642760276794434 (2.7642760276794434) | > loss_gen: 2.007486343383789 (2.007486343383789) | > loss_kl: 2.2283105850219727 (2.2283105850219727) | > loss_feat: 5.232449054718018 (5.232449054718018) | > loss_mel: 14.57048225402832 (14.57048225402832) | > loss_duration: 2.9970343112945557 (2.9970343112945557) | > loss_1: 27.035762786865234 (27.035762786865234)  --> STEP: 1 | > loss_disc: 2.175053358078003 (2.175053358078003) | > loss_disc_real_0: 0.041547201573848724 (0.041547201573848724) | > loss_disc_real_1: 0.1936231255531311 (0.1936231255531311) | > loss_disc_real_2: 0.1362576186656952 (0.1362576186656952) | > loss_disc_real_3: 0.21226942539215088 (0.21226942539215088) | > loss_disc_real_4: 0.19481638073921204 (0.19481638073921204) | > loss_disc_real_5: 0.17901857197284698 (0.17901857197284698) | > loss_0: 2.175053358078003 (2.175053358078003) | > loss_gen: 2.1821811199188232 (2.1821811199188232) | > loss_kl: 3.3720693588256836 (3.3720693588256836) | > loss_feat: 6.646395206451416 (6.646395206451416) | > loss_mel: 17.454679489135742 (17.454679489135742) | > loss_duration: 2.3450303077697754 (2.3450303077697754) | > loss_1: 32.0003547668457 (32.0003547668457)  --> STEP: 2 | > loss_disc: 2.1822350025177 (2.1786441802978516) | > loss_disc_real_0: 0.07141953706741333 (0.05648336932063103) | > loss_disc_real_1: 0.13599644601345062 (0.16480978578329086) | > loss_disc_real_2: 0.1798197627067566 (0.1580386906862259) | > loss_disc_real_3: 0.2474360316991806 (0.22985272854566574) | > loss_disc_real_4: 0.1836216002702713 (0.18921899050474167) | > loss_disc_real_5: 0.1546095758676529 (0.16681407392024994) | > loss_0: 2.1822350025177 (2.1786441802978516) | > loss_gen: 2.116974115371704 (2.1495776176452637) | > loss_kl: 2.565351724624634 (2.9687105417251587) | > loss_feat: 5.458469867706299 (6.052432537078857) | > loss_mel: 18.191173553466797 (17.82292652130127) | > loss_duration: 2.4433608055114746 (2.394195556640625) | > loss_1: 30.775331497192383 (31.387843132019043)  --> STEP: 3 | > loss_disc: 2.3462109565734863 (2.23449977238973) | > loss_disc_real_0: 0.10871195048093796 (0.07389289637406667) | > loss_disc_real_1: 0.16699537634849548 (0.1655383159716924) | > loss_disc_real_2: 0.243246391415596 (0.18644125759601593) | > loss_disc_real_3: 0.26701048016548157 (0.24223864575227103) | > loss_disc_real_4: 0.22299674153327942 (0.20047824084758759) | > loss_disc_real_5: 0.22844265401363373 (0.18735693395137787) | > loss_0: 2.3462109565734863 (2.23449977238973) | > loss_gen: 2.28710675239563 (2.1954206625620523) | > loss_kl: 3.861018657684326 (3.2661465803782144) | > loss_feat: 5.855782508850098 (5.9868825276692705) | > loss_mel: 17.36343002319336 (17.669761021931965) | > loss_duration: 2.3866641521453857 (2.3916850884755454) | > loss_1: 31.75400161743164 (31.50989596048991)  --> STEP: 4 | > loss_disc: 2.277970790863037 (2.2453675270080566) | > loss_disc_real_0: 0.14748594164848328 (0.09229115769267082) | > loss_disc_real_1: 0.16846485435962677 (0.166269950568676) | > loss_disc_real_2: 0.23230257630348206 (0.19790658727288246) | > loss_disc_real_3: 0.2892599403858185 (0.2539939694106579) | > loss_disc_real_4: 0.19964472949504852 (0.20026986300945282) | > loss_disc_real_5: 0.1646421253681183 (0.18167823180556297) | > loss_0: 2.277970790863037 (2.2453675270080566) | > loss_gen: 2.4055497646331787 (2.247952938079834) | > loss_kl: 2.847613573074341 (3.161513328552246) | > loss_feat: 8.043624877929688 (6.501068115234375) | > loss_mel: 18.484342575073242 (17.873406410217285) | > loss_duration: 2.332681179046631 (2.3769341111183167) | > loss_1: 34.11381149291992 (32.16087484359741)  --> STEP: 5 | > loss_disc: 2.4358882904052734 (2.2834716796875) | > loss_disc_real_0: 0.09645992517471313 (0.09312491118907928) | > loss_disc_real_1: 0.21036234498023987 (0.17508842945098876) | > loss_disc_real_2: 0.17875029146671295 (0.19407532811164857) | > loss_disc_real_3: 0.2578703761100769 (0.2547692507505417) | > loss_disc_real_4: 0.259736031293869 (0.21216309666633607) | > loss_disc_real_5: 0.22343693673610687 (0.19002997279167175) | > loss_0: 2.4358882904052734 (2.2834716796875) | > loss_gen: 2.1216862201690674 (2.222699594497681) | > loss_kl: 2.741596221923828 (3.0775299072265625) | > loss_feat: 5.243325233459473 (6.249519538879395) | > loss_mel: 20.475250244140625 (18.393775177001952) | > loss_duration: 2.408632516860962 (2.383273792266846) | > loss_1: 32.9904899597168 (32.32679786682129)  --> STEP: 6 | > loss_disc: 2.273162841796875 (2.2817535400390625) | > loss_disc_real_0: 0.10480093210935593 (0.09507091467579205) | > loss_disc_real_1: 0.14681857824325562 (0.17037678758303323) | > loss_disc_real_2: 0.2197781652212143 (0.19835913429657617) | > loss_disc_real_3: 0.26512572169303894 (0.2564953292409579) | > loss_disc_real_4: 0.24552732706069946 (0.2177238017320633) | > loss_disc_real_5: 0.2109028846025467 (0.19350879142681757) | > loss_0: 2.273162841796875 (2.2817535400390625) | > loss_gen: 2.2807066440582275 (2.232367436091105) | > loss_kl: 2.2770936489105225 (2.944123864173889) | > loss_feat: 5.541759967803955 (6.131559610366821) | > loss_mel: 18.77730369567871 (18.457696596781414) | > loss_duration: 2.15641188621521 (2.3454634745915732) | > loss_1: 31.033275604248047 (32.11121082305908)  --> STEP: 7 | > loss_disc: 2.5067007541656494 (2.3138888563428606) | > loss_disc_real_0: 0.0968858152627945 (0.09533018618822098) | > loss_disc_real_1: 0.2130196988582611 (0.17646863205092295) | > loss_disc_real_2: 0.3098304271697998 (0.2142836047070367) | > loss_disc_real_3: 0.3061247766017914 (0.2635852502925055) | > loss_disc_real_4: 0.2470937967300415 (0.22191951530320303) | > loss_disc_real_5: 0.2327607274055481 (0.1991162108523505) | > loss_0: 2.5067007541656494 (2.3138888563428606) | > loss_gen: 2.272406578063965 (2.2380873135157993) | > loss_kl: 4.290287017822266 (3.1364328861236572) | > loss_feat: 5.74956750869751 (6.076989310128348) | > loss_mel: 16.695096969604492 (18.205896650041854) | > loss_duration: 2.535228729248047 (2.372572796685355) | > loss_1: 31.542587280273438 (32.02997888837542)  --> STEP: 8 | > loss_disc: 2.4384407997131348 (2.329457849264145) | > loss_disc_real_0: 0.1895453929901123 (0.1071070870384574) | > loss_disc_real_1: 0.24305608868598938 (0.18479206413030624) | > loss_disc_real_2: 0.15898944437503815 (0.20737183466553688) | > loss_disc_real_3: 0.2446286976337433 (0.26121568121016026) | > loss_disc_real_4: 0.19637899100780487 (0.21872694976627827) | > loss_disc_real_5: 0.2216920554637909 (0.20193819142878056) | > loss_0: 2.4384407997131348 (2.329457849264145) | > loss_gen: 2.09427547454834 (2.220110833644867) | > loss_kl: 3.3725552558898926 (3.1659481823444366) | > loss_feat: 5.285982131958008 (5.978113412857056) | > loss_mel: 16.58411979675293 (18.003174543380737) | > loss_duration: 2.2416532039642334 (2.356207847595215) | > loss_1: 29.57858657836914 (31.723554849624634)  --> STEP: 9 | > loss_disc: 2.270371198654175 (2.322892665863037) | > loss_disc_real_0: 0.12505033612251282 (0.10910078138113022) | > loss_disc_real_1: 0.1625019609928131 (0.1823153860039181) | > loss_disc_real_2: 0.22888340055942535 (0.20976200865374672) | > loss_disc_real_3: 0.2827562093734741 (0.26360907322830623) | > loss_disc_real_4: 0.19871675968170166 (0.21650359531243643) | > loss_disc_real_5: 0.20826417207717896 (0.2026410781674915) | > loss_0: 2.270371198654175 (2.322892665863037) | > loss_gen: 2.4822261333465576 (2.249234755833944) | > loss_kl: 2.4839255809783936 (3.0901678933037653) | > loss_feat: 8.374443054199219 (6.244372261895074) | > loss_mel: 19.115283966064453 (18.12674225701226) | > loss_duration: 2.149531841278076 (2.3332438468933105) | > loss_1: 34.605411529541016 (32.04376114739312)  --> STEP: 10 | > loss_disc: 2.3712515830993652 (2.3277285575866697) | > loss_disc_real_0: 0.1116304025053978 (0.10935374349355698) | > loss_disc_real_1: 0.15061648190021515 (0.1791454955935478) | > loss_disc_real_2: 0.22279758751392365 (0.2110655665397644) | > loss_disc_real_3: 0.23462316393852234 (0.26071048229932786) | > loss_disc_real_4: 0.21205979585647583 (0.21605921536684036) | > loss_disc_real_5: 0.1949104219675064 (0.20186801254749298) | > loss_0: 2.3712515830993652 (2.3277285575866697) | > loss_gen: 2.2018866539001465 (2.244499945640564) | > loss_kl: 2.754162311553955 (3.056567335128784) | > loss_feat: 6.872107028961182 (6.307145738601685) | > loss_mel: 19.09636688232422 (18.223704719543456) | > loss_duration: 2.3880367279052734 (2.338723134994507) | > loss_1: 33.31256103515625 (32.170641136169436)  --> STEP: 11 | > loss_disc: 2.506150245666504 (2.343948711048473) | > loss_disc_real_0: 0.13628804683685303 (0.1118023165247657) | > loss_disc_real_1: 0.158159077167511 (0.17723763937299902) | > loss_disc_real_2: 0.24159926176071167 (0.21384135701439597) | > loss_disc_real_3: 0.28683987259864807 (0.2630858814174479) | > loss_disc_real_4: 0.26674169301986694 (0.22066671333529733) | > loss_disc_real_5: 0.2515714466571808 (0.2063865065574646) | > loss_0: 2.506150245666504 (2.343948711048473) | > loss_gen: 2.1878561973571777 (2.239350513978438) | > loss_kl: 2.8822309970855713 (3.040718577124856) | > loss_feat: 5.62342643737793 (6.2449894384904345) | > loss_mel: 15.795625686645508 (18.00297026200728) | > loss_duration: 2.4989144802093506 (2.3532859845594927) | > loss_1: 28.988054275512695 (31.88131505792791)  --> STEP: 12 | > loss_disc: 2.6745052337646484 (2.371495087941488) | > loss_disc_real_0: 0.12153799086809158 (0.11261362272004287) | > loss_disc_real_1: 0.22044526040554047 (0.18083827445904413) | > loss_disc_real_2: 0.25999388098716736 (0.21768740067879358) | > loss_disc_real_3: 0.2790386378765106 (0.26441527778903645) | > loss_disc_real_4: 0.2627570331096649 (0.2241742399831613) | > loss_disc_real_5: 0.20706796646118164 (0.20644329488277435) | > loss_0: 2.6745052337646484 (2.371495087941488) | > loss_gen: 2.1113388538360596 (2.2286828756332397) | > loss_kl: 2.716078519821167 (3.013665239016215) | > loss_feat: 5.511425495147705 (6.18385910987854) | > loss_mel: 16.29219627380371 (17.860405762990315) | > loss_duration: 2.1878106594085693 (2.339496374130249) | > loss_1: 28.818849563598633 (31.62610960006714)  --> STEP: 13 | > loss_disc: 2.329648017883301 (2.3682760825523963) | > loss_disc_real_0: 0.07857225835323334 (0.10999505623028828) | > loss_disc_real_1: 0.14198940992355347 (0.1778499002640064) | > loss_disc_real_2: 0.1649681180715561 (0.21363207124746764) | > loss_disc_real_3: 0.21734459698200226 (0.26079445618849534) | > loss_disc_real_4: 0.22715836763381958 (0.22440378826398116) | > loss_disc_real_5: 0.23997868597507477 (0.20902294035141283) | > loss_0: 2.329648017883301 (2.3682760825523963) | > loss_gen: 2.268186092376709 (2.231721584613507) | > loss_kl: 3.008871078491211 (3.0132964574373684) | > loss_feat: 5.388643741607666 (6.122688696934627) | > loss_mel: 17.434593200683594 (17.827650950505184) | > loss_duration: 2.286292314529419 (2.3354037541609545) | > loss_1: 30.386587142944336 (31.53076171875)  --> STEP: 14 | > loss_disc: 2.45682430267334 (2.374600955418178) | > loss_disc_real_0: 0.11274965107440948 (0.11019181300486837) | > loss_disc_real_1: 0.17926520109176636 (0.17795099318027496) | > loss_disc_real_2: 0.22759969532489777 (0.21462975868156978) | > loss_disc_real_3: 0.23325970768928528 (0.25882768843855175) | > loss_disc_real_4: 0.2771565020084381 (0.2281718392457281) | > loss_disc_real_5: 0.21569937467575073 (0.20949982851743698) | > loss_0: 2.45682430267334 (2.374600955418178) | > loss_gen: 2.3888347148895264 (2.242943951061794) | > loss_kl: 3.736882448196411 (3.0649811710630144) | > loss_feat: 6.215185165405273 (6.129295587539673) | > loss_mel: 19.950836181640625 (17.97930703844343) | > loss_duration: 2.438095808029175 (2.3427389008658275) | > loss_1: 34.729835510253906 (31.759266989571707)  --> STEP: 15 | > loss_disc: 2.6001453399658203 (2.389637247721354) | > loss_disc_real_0: 0.13841195404529572 (0.11207315574089687) | > loss_disc_real_1: 0.17350338399410248 (0.17765448590119678) | > loss_disc_real_2: 0.253115713596344 (0.2171954890092214) | > loss_disc_real_3: 0.2780821919441223 (0.2601113220055898) | > loss_disc_real_4: 0.19832395017147064 (0.2261819799741109) | > loss_disc_real_5: 0.23942145705223083 (0.2114946037530899) | > loss_0: 2.6001453399658203 (2.389637247721354) | > loss_gen: 2.1025874614715576 (2.2335868517557786) | > loss_kl: 3.1580567359924316 (3.0711862087249755) | > loss_feat: 5.555469989776611 (6.091040547688802) | > loss_mel: 17.520811080932617 (17.948740641276043) | > loss_duration: 2.387056350708008 (2.3456933975219725) | > loss_1: 30.723979949951172 (31.690247853597004)  --> STEP: 16 | > loss_disc: 2.4219374656677246 (2.3916560113430023) | > loss_disc_real_0: 0.1148776188492775 (0.11224843468517065) | > loss_disc_real_1: 0.16182254254817963 (0.17666498944163322) | > loss_disc_real_2: 0.21665582060813904 (0.21716175973415375) | > loss_disc_real_3: 0.3481382131576538 (0.2656130027025938) | > loss_disc_real_4: 0.25137776136398315 (0.22775671631097794) | > loss_disc_real_5: 0.309222549200058 (0.2176026003435254) | > loss_0: 2.4219374656677246 (2.3916560113430023) | > loss_gen: 2.439648389816284 (2.24646569788456) | > loss_kl: 2.49831485748291 (3.0353817492723465) | > loss_feat: 9.54366683959961 (6.3068296909332275) | > loss_mel: 17.385805130004883 (17.913557171821594) | > loss_duration: 2.3294570446014404 (2.3446786254644394) | > loss_1: 34.19689178466797 (31.84691309928894)  --> STEP: 17 | > loss_disc: 2.5671234130859375 (2.4019776232102337) | > loss_disc_real_0: 0.10902076959609985 (0.11205857203287237) | > loss_disc_real_1: 0.21195966005325317 (0.1787411465364344) | > loss_disc_real_2: 0.23503708839416504 (0.21821324965533087) | > loss_disc_real_3: 0.27176541090011597 (0.26597490906715393) | > loss_disc_real_4: 0.272372841835022 (0.23038119428298054) | > loss_disc_real_5: 0.29770371317863464 (0.22231443051029653) | > loss_0: 2.5671234130859375 (2.4019776232102337) | > loss_gen: 2.294379472732544 (2.249284155228559) | > loss_kl: 2.470879554748535 (3.0021757378297695) | > loss_feat: 6.3741655349731445 (6.310790622935576) | > loss_mel: 17.652053833007812 (17.89817462247961) | > loss_duration: 2.4277701377868652 (2.3495663614834057) | > loss_1: 31.219249725341797 (31.809991724350873)  --> STEP: 18 | > loss_disc: 2.2021965980529785 (2.390878677368164) | > loss_disc_real_0: 0.06504973769187927 (0.10944697012503941) | > loss_disc_real_1: 0.14294618368148804 (0.17675253748893738) | > loss_disc_real_2: 0.1349206417798996 (0.21358588255114025) | > loss_disc_real_3: 0.2637041211128235 (0.2658487541808022) | > loss_disc_real_4: 0.21854566037654877 (0.22972366462151209) | > loss_disc_real_5: 0.22836649417877197 (0.2226506562696563) | > loss_0: 2.2021965980529785 (2.390878677368164) | > loss_gen: 2.428133964538574 (2.2592202557457823) | > loss_kl: 2.9651849269866943 (3.000120692782932) | > loss_feat: 8.57536506652832 (6.4366003142462835) | > loss_mel: 19.886030197143555 (18.00861104329427) | > loss_duration: 2.2457213401794434 (2.3437971936331854) | > loss_1: 36.100433349609375 (32.04834959242079)  --> STEP: 19 | > loss_disc: 2.2364232540130615 (2.382749444560001) | > loss_disc_real_0: 0.18416646122932434 (0.11337957492000178) | > loss_disc_real_1: 0.25146615505218506 (0.18068483315016093) | > loss_disc_real_2: 0.20036335289478302 (0.21288995993764778) | > loss_disc_real_3: 0.2082972228527069 (0.2628197262161656) | > loss_disc_real_4: 0.17430827021598816 (0.2268070649159582) | > loss_disc_real_5: 0.22988565266132355 (0.22303144555342824) | > loss_0: 2.2364232540130615 (2.382749444560001) | > loss_gen: 2.597531318664551 (2.2770261011625594) | > loss_kl: 2.14043927192688 (2.954874302211561) | > loss_feat: 10.113889694213867 (6.630141860560367) | > loss_mel: 17.413827896118164 (17.977306667127106) | > loss_duration: 2.3421483039855957 (2.343710409967523) | > loss_1: 34.60783386230469 (32.18305929083573)  --> STEP: 20 | > loss_disc: 2.3507232666015625 (2.381148135662079) | > loss_disc_real_0: 0.10274961590766907 (0.11284807696938515) | > loss_disc_real_1: 0.1436728537082672 (0.17883423417806626) | > loss_disc_real_2: 0.19279585778713226 (0.211885254830122) | > loss_disc_real_3: 0.23188786208629608 (0.26127313300967214) | > loss_disc_real_4: 0.18878690898418427 (0.2249060571193695) | > loss_disc_real_5: 0.19482974708080292 (0.22162136062979698) | > loss_0: 2.3507232666015625 (2.381148135662079) | > loss_gen: 2.0730223655700684 (2.266825914382935) | > loss_kl: 2.4252188205718994 (2.928391528129578) | > loss_feat: 7.3065409660339355 (6.663961815834045) | > loss_mel: 19.33757972717285 (18.045320320129395) | > loss_duration: 2.3071906566619873 (2.341884422302246) | > loss_1: 33.449554443359375 (32.24638404846191)  --> STEP: 21 | > loss_disc: 2.4257514476776123 (2.383272102900914) | > loss_disc_real_0: 0.13340197503566742 (0.1138268340201605) | > loss_disc_real_1: 0.17236913740634918 (0.17852637242703212) | > loss_disc_real_2: 0.16494347155094147 (0.20964993181682767) | > loss_disc_real_3: 0.28114667534828186 (0.2622194921686536) | > loss_disc_real_4: 0.2542228400707245 (0.22630209440276736) | > loss_disc_real_5: 0.28014764189720154 (0.22440832640443528) | > loss_0: 2.4257514476776123 (2.383272102900914) | > loss_gen: 2.2314293384552 (2.265140363148281) | > loss_kl: 2.4878408908843994 (2.9074129263559976) | > loss_feat: 5.237856388092041 (6.596052033560617) | > loss_mel: 14.112822532653809 (17.858058520725795) | > loss_duration: 2.1928975582122803 (2.3347898097265336) | > loss_1: 26.262847900390625 (31.961453755696613)  --> STEP: 22 | > loss_disc: 2.5732014179229736 (2.391905253583735) | > loss_disc_real_0: 0.08320046216249466 (0.11243472620844841) | > loss_disc_real_1: 0.21210946142673492 (0.18005287647247317) | > loss_disc_real_2: 0.2553652822971344 (0.21172790229320526) | > loss_disc_real_3: 0.2876274883747101 (0.2633744010871107) | > loss_disc_real_4: 0.23149821162223816 (0.22653828154910693) | > loss_disc_real_5: 0.31665197014808655 (0.228601219301874) | > loss_0: 2.5732014179229736 (2.391905253583735) | > loss_gen: 2.2251651287078857 (2.263323307037354) | > loss_kl: 2.2622194290161133 (2.8780859492041846) | > loss_feat: 6.181303977966309 (6.577199849215421) | > loss_mel: 17.91597557067871 (17.860691113905474) | > loss_duration: 2.175398826599121 (2.327544765038924) | > loss_1: 30.76006317138672 (31.906845092773438)  --> STEP: 23 | > loss_disc: 2.426182508468628 (2.3933955690135127) | > loss_disc_real_0: 0.1281777173280716 (0.11311920408321463) | > loss_disc_real_1: 0.1543123871088028 (0.17893372476100922) | > loss_disc_real_2: 0.1874716579914093 (0.21067328297573587) | > loss_disc_real_3: 0.22524534165859222 (0.2617166158945664) | > loss_disc_real_4: 0.19282013177871704 (0.22507227503735086) | > loss_disc_real_5: 0.2268088161945343 (0.22852328873198965) | > loss_0: 2.426182508468628 (2.3933955690135127) | > loss_gen: 1.9860219955444336 (2.251266728276792) | > loss_kl: 2.2945196628570557 (2.8527135019717007) | > loss_feat: 5.599322319030762 (6.534683434859566) | > loss_mel: 17.933574676513672 (17.863859964453656) | > loss_duration: 2.2711377143859863 (2.3250922845757525) | > loss_1: 30.084575653076172 (31.827615986699644)  --> STEP: 24 | > loss_disc: 2.5160813331604004 (2.3985074758529663) | > loss_disc_real_0: 0.13118739426136017 (0.11387204534063737) | > loss_disc_real_1: 0.24207572638988495 (0.18156464149554571) | > loss_disc_real_2: 0.24017778038978577 (0.21190263703465462) | > loss_disc_real_3: 0.27070480585098267 (0.26209112380941707) | > loss_disc_real_4: 0.16888563334941864 (0.22273116496702036) | > loss_disc_real_5: 0.20853441953659058 (0.22769041918218136) | > loss_0: 2.5160813331604004 (2.3985074758529663) | > loss_gen: 2.1555142402648926 (2.247277041276296) | > loss_kl: 2.399235963821411 (2.8338186045487723) | > loss_feat: 5.403263092041016 (6.4875409205754595) | > loss_mel: 18.000490188598633 (17.869552890459698) | > loss_duration: 2.4221091270446777 (2.3291346530119577) | > loss_1: 30.380613327026367 (31.767324209213257)  --> STEP: 25 | > loss_disc: 2.3738203048706055 (2.397519989013672) | > loss_disc_real_0: 0.0799906849861145 (0.11251679092645644) | > loss_disc_real_1: 0.2151307910680771 (0.18290728747844695) | > loss_disc_real_2: 0.28250131011009216 (0.2147265839576721) | > loss_disc_real_3: 0.2918325662612915 (0.26328078150749207) | > loss_disc_real_4: 0.18714949488639832 (0.22130789816379548) | > loss_disc_real_5: 0.2541927695274353 (0.22875051319599152) | > loss_0: 2.3738203048706055 (2.397519989013672) | > loss_gen: 2.4686696529388428 (2.2561327457427978) | > loss_kl: 2.9713218212127686 (2.839318733215332) | > loss_feat: 7.203521251678467 (6.51618013381958) | > loss_mel: 16.83264923095703 (17.82807674407959) | > loss_duration: 2.380316972732544 (2.331181945800781) | > loss_1: 31.85647964477539 (31.77089042663574)  --> STEP: 26 | > loss_disc: 2.616623878479004 (2.4059470616854153) | > loss_disc_real_0: 0.17610853910446167 (0.11496262739484127) | > loss_disc_real_1: 0.2588109076023102 (0.18582665748321092) | > loss_disc_real_2: 0.14496825635433197 (0.21204357135754365) | > loss_disc_real_3: 0.19276177883148193 (0.2605685121737994) | > loss_disc_real_4: 0.21472294628620148 (0.221054630783888) | > loss_disc_real_5: 0.23251061141490936 (0.2288951323582576) | > loss_0: 2.616623878479004 (2.4059470616854153) | > loss_gen: 1.93873929977417 (2.243925305513235) | > loss_kl: 2.3926753997802734 (2.8221401434678297) | > loss_feat: 11.376776695251465 (6.7031261554131145) | > loss_mel: 19.977998733520508 (17.910766051365776) | > loss_duration: 2.28788423538208 (2.329516649246216) | > loss_1: 37.97407531738281 (32.00947446089525) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025657873887282153 (+8.23827890249402e-05) | > avg_loss_disc: 2.4059470616854153 (-0.039370619333707335) | > avg_loss_disc_real_0: 0.11496262739484127 (-0.027751159496032282) | > avg_loss_disc_real_1: 0.18582665748321092 (-0.005369868702613412) | > avg_loss_disc_real_2: 0.21204357135754365 (-0.022038860389819503) | > avg_loss_disc_real_3: 0.2605685121737994 (-0.006862134314500334) | > avg_loss_disc_real_4: 0.221054630783888 (-0.01722132987700975) | > avg_loss_disc_real_5: 0.2288951323582576 (-0.01673534340583363) | > avg_loss_0: 2.4059470616854153 (-0.039370619333707335) | > avg_loss_gen: 2.243925305513235 (-0.11264435144571161) | > avg_loss_kl: 2.8221401434678297 (-0.008468105242802615) | > avg_loss_feat: 6.7031261554131145 (-0.034143493725703244) | > avg_loss_mel: 17.910766051365776 (+0.34956546930166255) | > avg_loss_duration: 2.329516649246216 (-0.012280124884385124) | > avg_loss_1: 32.00947446089525 (+0.1820298708402177)  > EPOCH: 556/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:39:58)   --> TIME: 2024-06-11 15:40:06 -- STEP: 19/330 -- GLOBAL_STEP: 271500 | > loss_disc: 2.3526666164398193 (2.3589029186650325) | > loss_disc_real_0: 0.09354570508003235 (0.1129996521692527) | > loss_disc_real_1: 0.15627934038639069 (0.19601585441514066) | > loss_disc_real_2: 0.20260204374790192 (0.210880320323141) | > loss_disc_real_3: 0.25175899267196655 (0.23161234588999496) | > loss_disc_real_4: 0.2058212161064148 (0.23124853403944717) | > loss_disc_real_5: 0.20268303155899048 (0.2253503579842417) | > loss_0: 2.3526666164398193 (2.3589029186650325) | > grad_norm_0: tensor(8.7833, device='cuda:0') (tensor(8.9853, device='cuda:0')) | > loss_gen: 2.385035753250122 (2.443661463888068) | > loss_kl: 1.8027472496032715 (1.9000388007414968) | > loss_feat: 7.633828163146973 (6.829279247083162) | > loss_mel: 17.425811767578125 (17.812679591931794) | > loss_duration: 1.994602918624878 (2.0845142728403996) | > loss_1: 31.24202537536621 (31.070173363936576) | > grad_norm_1: tensor(104.0490, device='cuda:0') (tensor(103.4353, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3421 (0.360220005637721) | > loader_time: 0.0029 (0.0030906451375860918) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_271500.pth  --> TIME: 2024-06-11 15:40:19 -- STEP: 44/330 -- GLOBAL_STEP: 271525 | > loss_disc: 2.320662498474121 (2.349303977055983) | > loss_disc_real_0: 0.11423028260469437 (0.10994569821791216) | > loss_disc_real_1: 0.1940665990114212 (0.1966754814440554) | > loss_disc_real_2: 0.23400475084781647 (0.210545614361763) | > loss_disc_real_3: 0.247757226228714 (0.22829393873160536) | > loss_disc_real_4: 0.2453942894935608 (0.23325002870776437) | > loss_disc_real_5: 0.23327386379241943 (0.22484463893554427) | > loss_0: 2.320662498474121 (2.349303977055983) | > grad_norm_0: tensor(13.3064, device='cuda:0') (tensor(8.9060, device='cuda:0')) | > loss_gen: 2.6499035358428955 (2.470601428638805) | > loss_kl: 1.8627187013626099 (1.93298785794865) | > loss_feat: 7.510157585144043 (6.974974816495722) | > loss_mel: 17.798120498657227 (17.77144184979525) | > loss_duration: 1.922302007675171 (2.0318935703147547) | > loss_1: 31.74320411682129 (31.181899590925738) | > grad_norm_1: tensor(68.5569, device='cuda:0') (tensor(88.5553, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3714 (0.36298392577604816) | > loader_time: 0.0038 (0.0032920241355895996)  --> TIME: 2024-06-11 15:40:29 -- STEP: 69/330 -- GLOBAL_STEP: 271550 | > loss_disc: 2.3747851848602295 (2.3438581349193184) | > loss_disc_real_0: 0.1236826553940773 (0.10924408401268115) | > loss_disc_real_1: 0.19584350287914276 (0.19535886226356894) | > loss_disc_real_2: 0.2587493062019348 (0.2118825122066166) | > loss_disc_real_3: 0.2511470317840576 (0.22905312500138214) | > loss_disc_real_4: 0.23975273966789246 (0.23108619105988654) | > loss_disc_real_5: 0.24519892036914825 (0.22308109614296237) | > loss_0: 2.3747851848602295 (2.3438581349193184) | > grad_norm_0: tensor(8.0289, device='cuda:0') (tensor(8.8977, device='cuda:0')) | > loss_gen: 2.4642722606658936 (2.4743164518605107) | > loss_kl: 1.873181939125061 (1.9412677305332129) | > loss_feat: 7.133554458618164 (7.066502481267072) | > loss_mel: 17.104402542114258 (17.73939409117768) | > loss_duration: 1.9571367502212524 (2.015628151271655) | > loss_1: 30.532546997070312 (31.23710908751557) | > grad_norm_1: tensor(90.3809, device='cuda:0') (tensor(89.6705, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3764 (0.3668864257093789) | > loader_time: 0.004 (0.0035733761994735055)  --> TIME: 2024-06-11 15:40:38 -- STEP: 94/330 -- GLOBAL_STEP: 271575 | > loss_disc: 2.5315449237823486 (2.3415360679017727) | > loss_disc_real_0: 0.18911896646022797 (0.11009508862774423) | > loss_disc_real_1: 0.2174558937549591 (0.19601232542636546) | > loss_disc_real_2: 0.26128628849983215 (0.2112844148848919) | > loss_disc_real_3: 0.24160952866077423 (0.22826649597350587) | > loss_disc_real_4: 0.20416991412639618 (0.23023816800497948) | > loss_disc_real_5: 0.1925373077392578 (0.22154635555566626) | > loss_0: 2.5315449237823486 (2.3415360679017727) | > grad_norm_0: tensor(10.8073, device='cuda:0') (tensor(8.8869, device='cuda:0')) | > loss_gen: 2.451003074645996 (2.4788805474626248) | > loss_kl: 2.126537561416626 (1.961979531227274) | > loss_feat: 7.1977620124816895 (7.034208546293542) | > loss_mel: 17.604042053222656 (17.672731054590106) | > loss_duration: 2.0330891609191895 (2.011291970597938) | > loss_1: 31.412433624267578 (31.159091827717234) | > grad_norm_1: tensor(126.6161, device='cuda:0') (tensor(94.6497, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3896 (0.3702055368017643) | > loader_time: 0.0042 (0.0037337769853307847)  --> TIME: 2024-06-11 15:40:48 -- STEP: 119/330 -- GLOBAL_STEP: 271600 | > loss_disc: 2.43705415725708 (2.3510405756846198) | > loss_disc_real_0: 0.12412132322788239 (0.11136992100407095) | > loss_disc_real_1: 0.20095807313919067 (0.19666249812150202) | > loss_disc_real_2: 0.2125176638364792 (0.21277376082764954) | > loss_disc_real_3: 0.23925378918647766 (0.22878520178193806) | > loss_disc_real_4: 0.24439775943756104 (0.23052017916651332) | > loss_disc_real_5: 0.24172130227088928 (0.22210100718906947) | > loss_0: 2.43705415725708 (2.3510405756846198) | > grad_norm_0: tensor(11.1227, device='cuda:0') (tensor(10.4729, device='cuda:0')) | > loss_gen: 2.4189651012420654 (2.4743694036948582) | > loss_kl: 2.044522285461426 (1.9695050105327319) | > loss_feat: 6.751330375671387 (7.022325599894804) | > loss_mel: 17.9039363861084 (17.698791103202755) | > loss_duration: 1.9810564517974854 (2.0117252003244994) | > loss_1: 31.099809646606445 (31.17671645989939) | > grad_norm_1: tensor(45.1543, device='cuda:0') (tensor(117.1198, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3801 (0.3714973766262792) | > loader_time: 0.005 (0.0038931670309114855)  --> TIME: 2024-06-11 15:40:58 -- STEP: 144/330 -- GLOBAL_STEP: 271625 | > loss_disc: 2.3812201023101807 (2.3506959146923494) | > loss_disc_real_0: 0.16232182085514069 (0.11269904404050773) | > loss_disc_real_1: 0.20132890343666077 (0.19688173807743523) | > loss_disc_real_2: 0.20293870568275452 (0.2124205823573801) | > loss_disc_real_3: 0.22818633913993835 (0.2288982015517023) | > loss_disc_real_4: 0.22861510515213013 (0.2302335753209061) | > loss_disc_real_5: 0.18430843949317932 (0.2220868094720774) | > loss_0: 2.3812201023101807 (2.3506959146923494) | > grad_norm_0: tensor(24.6790, device='cuda:0') (tensor(12.5440, device='cuda:0')) | > loss_gen: 2.360069751739502 (2.4769989566670523) | > loss_kl: 1.8343069553375244 (1.9680650292171373) | > loss_feat: 6.980989933013916 (7.016739351881876) | > loss_mel: 16.93290901184082 (17.69165277481079) | > loss_duration: 2.0170862674713135 (2.0160685868726835) | > loss_1: 30.125362396240234 (31.1695247358746) | > grad_norm_1: tensor(178.0763, device='cuda:0') (tensor(138.5624, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3882 (0.37295881244871354) | > loader_time: 0.0054 (0.004009036554230583)  --> TIME: 2024-06-11 15:41:08 -- STEP: 169/330 -- GLOBAL_STEP: 271650 | > loss_disc: 2.392561674118042 (2.3557822365732597) | > loss_disc_real_0: 0.08024094253778458 (0.11423278176749246) | > loss_disc_real_1: 0.17400166392326355 (0.19672750518519494) | > loss_disc_real_2: 0.24453118443489075 (0.21255688554436494) | > loss_disc_real_3: 0.23783911764621735 (0.2293195482012788) | > loss_disc_real_4: 0.21611160039901733 (0.2295387646502997) | > loss_disc_real_5: 0.2330758273601532 (0.2223308708893477) | > loss_0: 2.392561674118042 (2.3557822365732597) | > grad_norm_0: tensor(39.6315, device='cuda:0') (tensor(15.8605, device='cuda:0')) | > loss_gen: 2.4147348403930664 (2.479826716981696) | > loss_kl: 2.0267930030822754 (1.9680449800378472) | > loss_feat: 6.650532245635986 (7.030994705899933) | > loss_mel: 16.89429473876953 (17.686345162476314) | > loss_duration: 2.076068639755249 (2.0211578254869) | > loss_1: 30.062423706054688 (31.186369416276378) | > grad_norm_1: tensor(335.0288, device='cuda:0') (tensor(166.7936, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3979 (0.3749307683233679) | > loader_time: 0.005 (0.0041218974886561245)  --> TIME: 2024-06-11 15:41:18 -- STEP: 194/330 -- GLOBAL_STEP: 271675 | > loss_disc: 2.4674954414367676 (2.357830576060975) | > loss_disc_real_0: 0.17727693915367126 (0.11556644238454779) | > loss_disc_real_1: 0.23427344858646393 (0.19684376652093274) | > loss_disc_real_2: 0.18708188831806183 (0.21232771251312232) | > loss_disc_real_3: 0.26378941535949707 (0.22934405797535612) | > loss_disc_real_4: 0.2631494402885437 (0.22994413779875666) | > loss_disc_real_5: 0.22855298221111298 (0.22284627260313822) | > loss_0: 2.4674954414367676 (2.357830576060975) | > grad_norm_0: tensor(68.4789, device='cuda:0') (tensor(18.5635, device='cuda:0')) | > loss_gen: 2.49857497215271 (2.4873672023261943) | > loss_kl: 2.1297965049743652 (1.97139566768076) | > loss_feat: 6.312839984893799 (7.019254677074471) | > loss_mel: 17.55508041381836 (17.66614598343053) | > loss_duration: 2.0629324913024902 (2.0285503919591616) | > loss_1: 30.55922508239746 (31.172713958111007) | > grad_norm_1: tensor(357.3299, device='cuda:0') (tensor(194.2997, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.3986 (0.37771168320449355) | > loader_time: 0.0051 (0.004217543552831273)  --> TIME: 2024-06-11 15:41:28 -- STEP: 219/330 -- GLOBAL_STEP: 271700 | > loss_disc: 2.299363851547241 (2.362997805146866) | > loss_disc_real_0: 0.07849585264921188 (0.117721002361818) | > loss_disc_real_1: 0.1646086871623993 (0.19694643532304457) | > loss_disc_real_2: 0.18480391800403595 (0.21287325500897616) | > loss_disc_real_3: 0.2293119579553604 (0.22951913363040854) | > loss_disc_real_4: 0.21897834539413452 (0.23030788815456982) | > loss_disc_real_5: 0.22556637227535248 (0.2234187252037057) | > loss_0: 2.299363851547241 (2.362997805146866) | > grad_norm_0: tensor(31.8683, device='cuda:0') (tensor(21.6328, device='cuda:0')) | > loss_gen: 2.2771196365356445 (2.485973600927553) | > loss_kl: 1.9971253871917725 (1.9710777410089153) | > loss_feat: 7.3885369300842285 (7.0373522876060175) | > loss_mel: 18.334001541137695 (17.640243800263427) | > loss_duration: 2.1015610694885254 (2.035791594688207) | > loss_1: 32.09834671020508 (31.170439062597545) | > grad_norm_1: tensor(420.1652, device='cuda:0') (tensor(216.5087, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.4025 (0.38042355454675686) | > loader_time: 0.0059 (0.004330199603076392)  --> TIME: 2024-06-11 15:41:39 -- STEP: 244/330 -- GLOBAL_STEP: 271725 | > loss_disc: 2.382572889328003 (2.3620002943961347) | > loss_disc_real_0: 0.14304965734481812 (0.11833394346300696) | > loss_disc_real_1: 0.22532807290554047 (0.19689986830363504) | > loss_disc_real_2: 0.23015430569648743 (0.21255359151324285) | > loss_disc_real_3: 0.22401924431324005 (0.22914416801001206) | > loss_disc_real_4: 0.20200122892856598 (0.23058934931139477) | > loss_disc_real_5: 0.20339182019233704 (0.22348114493928972) | > loss_0: 2.382572889328003 (2.3620002943961347) | > grad_norm_0: tensor(10.1730, device='cuda:0') (tensor(21.8375, device='cuda:0')) | > loss_gen: 2.3714215755462646 (2.483640986387847) | > loss_kl: 2.0874197483062744 (1.9715396190275911) | > loss_feat: 6.42643404006958 (7.026517987251282) | > loss_mel: 16.93294334411621 (17.59600142181897) | > loss_duration: 2.044696807861328 (2.0442253326783413) | > loss_1: 29.8629150390625 (31.12192539308892) | > grad_norm_1: tensor(232.5475, device='cuda:0') (tensor(227.5794, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.4345 (0.3839625999575756) | > loader_time: 0.0054 (0.004451924660166753)  --> TIME: 2024-06-11 15:41:50 -- STEP: 269/330 -- GLOBAL_STEP: 271750 | > loss_disc: 2.405515670776367 (2.3608589074868696) | > loss_disc_real_0: 0.1405419111251831 (0.1188012534080828) | > loss_disc_real_1: 0.24774858355522156 (0.19709226887908565) | > loss_disc_real_2: 0.20184016227722168 (0.21171086561280997) | > loss_disc_real_3: 0.24951845407485962 (0.22911570844375512) | > loss_disc_real_4: 0.24379335343837738 (0.23017814655729385) | > loss_disc_real_5: 0.22710853815078735 (0.22323735484846466) | > loss_0: 2.405515670776367 (2.3608589074868696) | > grad_norm_0: tensor(34.0313, device='cuda:0') (tensor(21.8611, device='cuda:0')) | > loss_gen: 2.492649555206299 (2.4844860365842796) | > loss_kl: 2.093640089035034 (1.9724149331727436) | > loss_feat: 7.024878978729248 (7.044652206747062) | > loss_mel: 16.742734909057617 (17.56425102404059) | > loss_duration: 2.146305561065674 (2.0522649514187665) | > loss_1: 30.500207901000977 (31.118069233947526) | > grad_norm_1: tensor(211.0244, device='cuda:0') (tensor(233.6628, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.4445 (0.3895344060592935) | > loader_time: 0.0057 (0.004598356090956901)  --> TIME: 2024-06-11 15:42:02 -- STEP: 294/330 -- GLOBAL_STEP: 271775 | > loss_disc: 2.3510351181030273 (2.3644030532058395) | > loss_disc_real_0: 0.09374520927667618 (0.11937700128372834) | > loss_disc_real_1: 0.195968896150589 (0.19767303643177964) | > loss_disc_real_2: 0.20440098643302917 (0.2120985911816967) | > loss_disc_real_3: 0.23020775616168976 (0.22922425331915317) | > loss_disc_real_4: 0.23176975548267365 (0.23045781259836795) | > loss_disc_real_5: 0.2161656767129898 (0.2235105829883595) | > loss_0: 2.3510351181030273 (2.3644030532058395) | > grad_norm_0: tensor(20.8957, device='cuda:0') (tensor(22.3888, device='cuda:0')) | > loss_gen: 2.3868157863616943 (2.479727501771888) | > loss_kl: 1.9613914489746094 (1.9736122201089146) | > loss_feat: 7.8904948234558105 (7.051761320659091) | > loss_mel: 17.128437042236328 (17.52251832987986) | > loss_duration: 2.196826219558716 (2.0622015498122384) | > loss_1: 31.563966751098633 (31.089820991568015) | > grad_norm_1: tensor(213.8105, device='cuda:0') (tensor(239.8868, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.4727 (0.3951330971555646) | > loader_time: 0.0068 (0.004753238489838682)  --> TIME: 2024-06-11 15:42:15 -- STEP: 319/330 -- GLOBAL_STEP: 271800 | > loss_disc: 2.460151195526123 (2.3668485584677574) | > loss_disc_real_0: 0.07127641141414642 (0.12042670883822217) | > loss_disc_real_1: 0.23384664952754974 (0.1980803914858629) | > loss_disc_real_2: 0.2407764047384262 (0.21234248961587684) | > loss_disc_real_3: 0.2320464700460434 (0.22942989882443765) | > loss_disc_real_4: 0.18641993403434753 (0.22992156380583126) | > loss_disc_real_5: 0.2287338227033615 (0.22333978859234754) | > loss_0: 2.460151195526123 (2.3668485584677574) | > grad_norm_0: tensor(51.3803, device='cuda:0') (tensor(24.5832, device='cuda:0')) | > loss_gen: 2.524176597595215 (2.482934749238543) | > loss_kl: 1.9651402235031128 (1.976547949366435) | > loss_feat: 8.49834156036377 (7.089238583854746) | > loss_mel: 17.637819290161133 (17.484268687735533) | > loss_duration: 2.2528717517852783 (2.0757334221119415) | > loss_1: 32.87834930419922 (31.10872345209869) | > grad_norm_1: tensor(583.8900, device='cuda:0') (tensor(258.6117, device='cuda:0')) | > current_lr_0: 0.00018657121618888527 | > current_lr_1: 0.00018657121618888527 | > step_time: 0.5513 (0.4045994842314051) | > loader_time: 0.0088 (0.004992360979038342)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.604468822479248 (2.604468822479248) | > loss_disc_real_0: 0.0750415250658989 (0.0750415250658989) | > loss_disc_real_1: 0.2503749430179596 (0.2503749430179596) | > loss_disc_real_2: 0.30204686522483826 (0.30204686522483826) | > loss_disc_real_3: 0.2429424226284027 (0.2429424226284027) | > loss_disc_real_4: 0.26884669065475464 (0.26884669065475464) | > loss_disc_real_5: 0.21719448268413544 (0.21719448268413544) | > loss_0: 2.604468822479248 (2.604468822479248) | > loss_gen: 2.074352741241455 (2.074352741241455) | > loss_kl: 2.484652519226074 (2.484652519226074) | > loss_feat: 5.578119277954102 (5.578119277954102) | > loss_mel: 15.59318733215332 (15.59318733215332) | > loss_duration: 3.003140449523926 (3.003140449523926) | > loss_1: 28.73345184326172 (28.73345184326172)  --> STEP: 1 | > loss_disc: 2.3663032054901123 (2.3663032054901123) | > loss_disc_real_0: 0.14975079894065857 (0.14975079894065857) | > loss_disc_real_1: 0.230045884847641 (0.230045884847641) | > loss_disc_real_2: 0.2605161666870117 (0.2605161666870117) | > loss_disc_real_3: 0.22617018222808838 (0.22617018222808838) | > loss_disc_real_4: 0.22948256134986877 (0.22948256134986877) | > loss_disc_real_5: 0.1770743429660797 (0.1770743429660797) | > loss_0: 2.3663032054901123 (2.3663032054901123) | > loss_gen: 2.473057270050049 (2.473057270050049) | > loss_kl: 2.805626630783081 (2.805626630783081) | > loss_feat: 7.425481796264648 (7.425481796264648) | > loss_mel: 18.88547706604004 (18.88547706604004) | > loss_duration: 2.3912668228149414 (2.3912668228149414) | > loss_1: 33.98090744018555 (33.98090744018555)  --> STEP: 2 | > loss_disc: 2.4187350273132324 (2.3925191164016724) | > loss_disc_real_0: 0.10219819843769073 (0.12597449868917465) | > loss_disc_real_1: 0.14343895018100739 (0.1867424175143242) | > loss_disc_real_2: 0.2868015468120575 (0.2736588567495346) | > loss_disc_real_3: 0.29249340295791626 (0.2593317925930023) | > loss_disc_real_4: 0.26054543256759644 (0.2450139969587326) | > loss_disc_real_5: 0.19971276819705963 (0.18839355558156967) | > loss_0: 2.4187350273132324 (2.3925191164016724) | > loss_gen: 2.308928966522217 (2.390993118286133) | > loss_kl: 3.1664936542510986 (2.98606014251709) | > loss_feat: 5.518185615539551 (6.4718337059021) | > loss_mel: 17.68644142150879 (18.285959243774414) | > loss_duration: 2.491093158721924 (2.4411799907684326) | > loss_1: 31.171142578125 (32.57602500915527)  --> STEP: 3 | > loss_disc: 2.365994930267334 (2.3836777210235596) | > loss_disc_real_0: 0.1013314500451088 (0.1177601491411527) | > loss_disc_real_1: 0.19584393501281738 (0.1897762566804886) | > loss_disc_real_2: 0.22999292612075806 (0.25910354653994244) | > loss_disc_real_3: 0.301518052816391 (0.2733938793341319) | > loss_disc_real_4: 0.28822410106658936 (0.2594173649946849) | > loss_disc_real_5: 0.21161817014217377 (0.1961350937684377) | > loss_0: 2.365994930267334 (2.3836777210235596) | > loss_gen: 2.496868371963501 (2.4262848695119223) | > loss_kl: 3.090935468673706 (3.0210185845692954) | > loss_feat: 5.477167129516602 (6.140278180440267) | > loss_mel: 18.07440757751465 (18.215442021687824) | > loss_duration: 2.4143881797790527 (2.432249387105306) | > loss_1: 31.55376625061035 (32.2352720896403)  --> STEP: 4 | > loss_disc: 2.357593059539795 (2.3771565556526184) | > loss_disc_real_0: 0.15333053469657898 (0.12665274553000927) | > loss_disc_real_1: 0.21276141703128815 (0.19552254676818848) | > loss_disc_real_2: 0.2052498757839203 (0.2456401288509369) | > loss_disc_real_3: 0.2095629870891571 (0.2574361562728882) | > loss_disc_real_4: 0.24570557475090027 (0.2559894174337387) | > loss_disc_real_5: 0.2202933430671692 (0.20217465609312057) | > loss_0: 2.357593059539795 (2.3771565556526184) | > loss_gen: 2.3548946380615234 (2.4084373116493225) | > loss_kl: 3.8198654651641846 (3.2207303047180176) | > loss_feat: 5.285468101501465 (5.926575660705566) | > loss_mel: 14.6963472366333 (17.335668325424194) | > loss_duration: 2.36566162109375 (2.415602445602417) | > loss_1: 28.52223777770996 (31.307013511657715)  --> STEP: 5 | > loss_disc: 2.313127040863037 (2.3643506526947022) | > loss_disc_real_0: 0.13519933819770813 (0.12836206406354905) | > loss_disc_real_1: 0.21856853365898132 (0.20013174414634705) | > loss_disc_real_2: 0.23596039414405823 (0.24370418190956117) | > loss_disc_real_3: 0.24312949180603027 (0.2545748233795166) | > loss_disc_real_4: 0.24761971831321716 (0.2543154776096344) | > loss_disc_real_5: 0.17865926027297974 (0.1974715769290924) | > loss_0: 2.313127040863037 (2.3643506526947022) | > loss_gen: 2.4708311557769775 (2.4209160804748535) | > loss_kl: 2.1519696712493896 (3.006978178024292) | > loss_feat: 5.403008460998535 (5.82186222076416) | > loss_mel: 17.981422424316406 (17.464819145202636) | > loss_duration: 2.4101996421813965 (2.414521884918213) | > loss_1: 30.417430877685547 (31.12909698486328)  --> STEP: 6 | > loss_disc: 2.569075345993042 (2.3984714349110923) | > loss_disc_real_0: 0.12745481729507446 (0.12821085626880327) | > loss_disc_real_1: 0.22599893808364868 (0.2044429431358973) | > loss_disc_real_2: 0.2687680721282959 (0.24788149694601694) | > loss_disc_real_3: 0.26712900400161743 (0.2566671868165334) | > loss_disc_real_4: 0.2460867464542389 (0.2529440224170685) | > loss_disc_real_5: 0.2508247196674347 (0.2063637673854828) | > loss_0: 2.569075345993042 (2.3984714349110923) | > loss_gen: 2.17685866355896 (2.3802398443222046) | > loss_kl: 2.845470428466797 (2.9800602197647095) | > loss_feat: 5.643495559692383 (5.792134443918864) | > loss_mel: 18.83749008178711 (17.69359763463338) | > loss_duration: 2.135624408721924 (2.3680389722188315) | > loss_1: 31.638938903808594 (31.214070638020832)  --> STEP: 7 | > loss_disc: 2.5134804248809814 (2.4149012906210765) | > loss_disc_real_0: 0.07267680764198303 (0.1202774207506861) | > loss_disc_real_1: 0.274433970451355 (0.21444166132381984) | > loss_disc_real_2: 0.2884904146194458 (0.2536827708993639) | > loss_disc_real_3: 0.29175111651420593 (0.2616791767733438) | > loss_disc_real_4: 0.30385035276412964 (0.2602163553237915) | > loss_disc_real_5: 0.25574031472206116 (0.21341755986213684) | > loss_0: 2.5134804248809814 (2.4149012906210765) | > loss_gen: 2.4465880393981934 (2.389718157904489) | > loss_kl: 4.098666667938232 (3.139861140932356) | > loss_feat: 6.277769565582275 (5.86151088987078) | > loss_mel: 17.12445831298828 (17.61229201725551) | > loss_duration: 2.5545785427093506 (2.3946874822889055) | > loss_1: 32.50205993652344 (31.39806910923549)  --> STEP: 8 | > loss_disc: 2.184706449508667 (2.386126935482025) | > loss_disc_real_0: 0.0968819111585617 (0.11735298205167055) | > loss_disc_real_1: 0.1854390650987625 (0.21081633679568768) | > loss_disc_real_2: 0.22039276361465454 (0.24952151998877525) | > loss_disc_real_3: 0.13196471333503723 (0.24546486884355548) | > loss_disc_real_4: 0.16574177145957947 (0.248407032340765) | > loss_disc_real_5: 0.18707764148712158 (0.21012507006525993) | > loss_0: 2.184706449508667 (2.386126935482025) | > loss_gen: 2.308866500854492 (2.379611700773239) | > loss_kl: 3.28024959564209 (3.1574096977710724) | > loss_feat: 11.216681480407715 (6.530907213687897) | > loss_mel: 20.819324493408203 (18.013171076774597) | > loss_duration: 2.2407922744750977 (2.3754505813121796) | > loss_1: 39.86591339111328 (32.456549644470215)  --> STEP: 9 | > loss_disc: 2.672318935394287 (2.4179260465833874) | > loss_disc_real_0: 0.1931087225675583 (0.12577028655343586) | > loss_disc_real_1: 0.2519821226596832 (0.2153903130027983) | > loss_disc_real_2: 0.2946072816848755 (0.25453104906611973) | > loss_disc_real_3: 0.19621542096138 (0.23999270796775818) | > loss_disc_real_4: 0.29472434520721436 (0.25355340043703717) | > loss_disc_real_5: 0.18923339247703552 (0.20780377255545723) | > loss_0: 2.672318935394287 (2.4179260465833874) | > loss_gen: 2.5525412559509277 (2.398826095792982) | > loss_kl: 2.655963659286499 (3.1016934712727866) | > loss_feat: 11.68233871459961 (7.103288491566976) | > loss_mel: 19.011362075805664 (18.12408118777805) | > loss_duration: 2.17842435836792 (2.3535587787628174) | > loss_1: 38.08062744140625 (33.081447177463104)  --> STEP: 10 | > loss_disc: 2.4469237327575684 (2.4208258152008058) | > loss_disc_real_0: 0.12276113778352737 (0.125469371676445) | > loss_disc_real_1: 0.2446642369031906 (0.2183177053928375) | > loss_disc_real_2: 0.3772331476211548 (0.2668012589216232) | > loss_disc_real_3: 0.24992139637470245 (0.24098557680845262) | > loss_disc_real_4: 0.22171348333358765 (0.2503694087266922) | > loss_disc_real_5: 0.13761687278747559 (0.20078508257865907) | > loss_0: 2.4469237327575684 (2.4208258152008058) | > loss_gen: 2.3917806148529053 (2.398121547698975) | > loss_kl: 2.431931972503662 (3.034717321395874) | > loss_feat: 7.63482666015625 (7.156442308425904) | > loss_mel: 17.738943099975586 (18.0855673789978) | > loss_duration: 2.3963382244110107 (2.3578367233276367) | > loss_1: 32.59382247924805 (33.0326847076416)  --> STEP: 11 | > loss_disc: 2.3295443058013916 (2.412527496164495) | > loss_disc_real_0: 0.09451981633901596 (0.12265577573667873) | > loss_disc_real_1: 0.19632820785045624 (0.21631866016171195) | > loss_disc_real_2: 0.2247650921344757 (0.26297978921370074) | > loss_disc_real_3: 0.24229206144809723 (0.24110434813932938) | > loss_disc_real_4: 0.21518734097480774 (0.24717103893106634) | > loss_disc_real_5: 0.2473852038383484 (0.20502145723863083) | > loss_0: 2.3295443058013916 (2.412527496164495) | > loss_gen: 2.254032611846924 (2.3850225535306064) | > loss_kl: 3.8704710006713867 (3.1106949286027388) | > loss_feat: 5.324048042297363 (6.989861011505127) | > loss_mel: 16.604629516601562 (17.950936664234508) | > loss_duration: 2.49765944480896 (2.370547879825939) | > loss_1: 30.550840377807617 (32.807062495838515)  --> STEP: 12 | > loss_disc: 2.2535107135772705 (2.39927609761556) | > loss_disc_real_0: 0.04050174355506897 (0.11580960638821125) | > loss_disc_real_1: 0.13816313445568085 (0.20980569968620935) | > loss_disc_real_2: 0.21851858496665955 (0.2592746888597806) | > loss_disc_real_3: 0.250434547662735 (0.24188186476627985) | > loss_disc_real_4: 0.2400921881198883 (0.2465811346968015) | > loss_disc_real_5: 0.17843769490718842 (0.2028061437110106) | > loss_0: 2.2535107135772705 (2.39927609761556) | > loss_gen: 2.3446054458618164 (2.381654461224874) | > loss_kl: 2.0660130977630615 (3.023638109366099) | > loss_feat: 6.363828182220459 (6.937691609064738) | > loss_mel: 18.567014694213867 (18.00227650006612) | > loss_duration: 2.252035140991211 (2.360671818256378) | > loss_1: 31.593496322631836 (32.705931981404625)  --> STEP: 13 | > loss_disc: 2.45969295501709 (2.4039235481849084) | > loss_disc_real_0: 0.11496205627918243 (0.11574441022597827) | > loss_disc_real_1: 0.1944839209318161 (0.2086271013204868) | > loss_disc_real_2: 0.20749793946743011 (0.255291861983446) | > loss_disc_real_3: 0.2582884132862091 (0.24314390696012056) | > loss_disc_real_4: 0.29115504026412964 (0.250009896663519) | > loss_disc_real_5: 0.24485497176647186 (0.20604066894604608) | > loss_0: 2.45969295501709 (2.4039235481849084) | > loss_gen: 2.2662465572357178 (2.372776930148785) | > loss_kl: 2.7215237617492676 (3.0003985441648044) | > loss_feat: 5.405957221984863 (6.81986588698167) | > loss_mel: 16.7842960357666 (17.908585695120003) | > loss_duration: 2.2633094787597656 (2.3531824075258694) | > loss_1: 29.441333770751953 (32.45480904212365)  --> STEP: 14 | > loss_disc: 2.684915065765381 (2.4239943708692278) | > loss_disc_real_0: 0.17361216247081757 (0.11987782110060964) | > loss_disc_real_1: 0.3374571204185486 (0.21782924554177693) | > loss_disc_real_2: 0.28079769015312195 (0.25711370685270857) | > loss_disc_real_3: 0.307632178068161 (0.2477502120392663) | > loss_disc_real_4: 0.30270859599113464 (0.2537740894726344) | > loss_disc_real_5: 0.26413774490356445 (0.21019046008586884) | > loss_0: 2.684915065765381 (2.4239943708692278) | > loss_gen: 2.7455215454101562 (2.399401545524597) | > loss_kl: 3.7589759826660156 (3.054582646914891) | > loss_feat: 8.114606857299805 (6.912347384861538) | > loss_mel: 18.26016616821289 (17.933698586055208) | > loss_duration: 2.397845506668091 (2.3563726288931712) | > loss_1: 35.27711868286133 (32.656402587890625)  --> STEP: 15 | > loss_disc: 2.538651466369629 (2.431638177235921) | > loss_disc_real_0: 0.07748010754585266 (0.11705130686362585) | > loss_disc_real_1: 0.22342129051685333 (0.21820204854011535) | > loss_disc_real_2: 0.2620914876461029 (0.25744555890560156) | > loss_disc_real_3: 0.23601965606212616 (0.24696817497412363) | > loss_disc_real_4: 0.21800623834133148 (0.2513895660638809) | > loss_disc_real_5: 0.22283317148685455 (0.21103330751260121) | > loss_0: 2.538651466369629 (2.431638177235921) | > loss_gen: 2.353633165359497 (2.396350320180257) | > loss_kl: 3.4545435905456543 (3.0812467098236085) | > loss_feat: 10.659703254699707 (7.162171109517415) | > loss_mel: 18.939424514770508 (18.000746981302893) | > loss_duration: 2.3826382160186768 (2.3581236680348714) | > loss_1: 37.78994369506836 (32.99863866170247)  --> STEP: 16 | > loss_disc: 2.282702922821045 (2.4223297238349915) | > loss_disc_real_0: 0.08116453886032104 (0.1148083838634193) | > loss_disc_real_1: 0.26714998483657837 (0.2212612945586443) | > loss_disc_real_2: 0.3544255495071411 (0.2635068083181978) | > loss_disc_real_3: 0.23255710303783417 (0.24606748297810555) | > loss_disc_real_4: 0.21146924793720245 (0.24889454618096352) | > loss_disc_real_5: 0.1334231197834015 (0.20618267077952623) | > loss_0: 2.282702922821045 (2.4223297238349915) | > loss_gen: 2.7048237323760986 (2.4156299084424973) | > loss_kl: 3.0864500999450684 (3.0815719217061996) | > loss_feat: 7.768304824829102 (7.200054466724396) | > loss_mel: 17.854631423950195 (17.99161475896835) | > loss_duration: 2.4030044078826904 (2.36092871427536) | > loss_1: 33.81721496582031 (33.04979968070984)  --> STEP: 17 | > loss_disc: 2.5764143466949463 (2.4313935251796948) | > loss_disc_real_0: 0.09995564073324203 (0.11393469309105593) | > loss_disc_real_1: 0.1639968305826187 (0.21789279667770162) | > loss_disc_real_2: 0.32043981552124023 (0.2668558087419062) | > loss_disc_real_3: 0.3343699872493744 (0.25126174793523903) | > loss_disc_real_4: 0.2673169672489166 (0.24997821800849018) | > loss_disc_real_5: 0.2792108654975891 (0.21047844693941228) | > loss_0: 2.5764143466949463 (2.4313935251796948) | > loss_gen: 2.2521278858184814 (2.4060121424057903) | > loss_kl: 2.42598819732666 (3.0430081732132854) | > loss_feat: 5.249705791473389 (7.085328074062572) | > loss_mel: 16.494312286376953 (17.903538142933563) | > loss_duration: 2.4819602966308594 (2.3680482191198013) | > loss_1: 28.904094696044922 (32.8059346816119)  --> STEP: 18 | > loss_disc: 2.450439214706421 (2.4324516190422907) | > loss_disc_real_0: 0.08020950853824615 (0.11206107172701094) | > loss_disc_real_1: 0.21519936621189117 (0.21774316165182325) | > loss_disc_real_2: 0.2028578221797943 (0.26330036504401105) | > loss_disc_real_3: 0.2050340473651886 (0.248693542348014) | > loss_disc_real_4: 0.22682437300682068 (0.2486918932861752) | > loss_disc_real_5: 0.20254360139369965 (0.2100376221868727) | > loss_0: 2.450439214706421 (2.4324516190422907) | > loss_gen: 2.077115774154663 (2.3877401219473944) | > loss_kl: 3.3959414958953857 (3.062615580028958) | > loss_feat: 9.412894248962402 (7.2146373060014515) | > loss_mel: 18.200057983398438 (17.92001146740383) | > loss_duration: 2.26379132270813 (2.362256169319153) | > loss_1: 35.34980010986328 (32.94726053873698)  --> STEP: 19 | > loss_disc: 2.8357133865356445 (2.4536759225945723) | > loss_disc_real_0: 0.1261204332113266 (0.11280103812092229) | > loss_disc_real_1: 0.23326043784618378 (0.21855986039889486) | > loss_disc_real_2: 0.26675766706466675 (0.2634823283082561) | > loss_disc_real_3: 0.31396302580833435 (0.2521287783196098) | > loss_disc_real_4: 0.2709914445877075 (0.24986555388099269) | > loss_disc_real_5: 0.29855895042419434 (0.2146966394625212) | > loss_0: 2.8357133865356445 (2.4536759225945723) | > loss_gen: 2.2057266235351562 (2.378160464136224) | > loss_kl: 1.977020263671875 (3.0054789844312166) | > loss_feat: 5.539318084716797 (7.126462610144364) | > loss_mel: 17.12392234802246 (17.878112040067972) | > loss_duration: 2.30888032913208 (2.3594469145724646) | > loss_1: 29.15486717224121 (32.74766088786878)  --> STEP: 20 | > loss_disc: 2.486207962036133 (2.45530252456665) | > loss_disc_real_0: 0.07864642143249512 (0.11109330728650094) | > loss_disc_real_1: 0.26721397042274475 (0.22099256590008737) | > loss_disc_real_2: 0.3311207890510559 (0.2668642513453961) | > loss_disc_real_3: 0.2638201117515564 (0.2527133449912071) | > loss_disc_real_4: 0.29952502250671387 (0.25234852731227875) | > loss_disc_real_5: 0.24160419404506683 (0.21604201719164848) | > loss_0: 2.486207962036133 (2.45530252456665) | > loss_gen: 2.5490856170654297 (2.3867067217826845) | > loss_kl: 2.4652180671691895 (2.978465938568115) | > loss_feat: 6.2967376708984375 (7.084976363182068) | > loss_mel: 17.3890380859375 (17.85365834236145) | > loss_duration: 2.3061084747314453 (2.3567799925804134) | > loss_1: 31.006187438964844 (32.66058721542358)  --> STEP: 21 | > loss_disc: 2.498807430267334 (2.4573741867428733) | > loss_disc_real_0: 0.11371786892414093 (0.11121828641210284) | > loss_disc_real_1: 0.18690899014472961 (0.21936953848316557) | > loss_disc_real_2: 0.24596084654331207 (0.2658688511167254) | > loss_disc_real_3: 0.33655157685279846 (0.256705641746521) | > loss_disc_real_4: 0.30555489659309387 (0.25488216394469854) | > loss_disc_real_5: 0.26599594950675964 (0.21842077587332046) | > loss_0: 2.498807430267334 (2.4573741867428733) | > loss_gen: 2.456545829772949 (2.3900323935917447) | > loss_kl: 2.0270402431488037 (2.9331599530719576) | > loss_feat: 4.879086494445801 (6.979933988480341) | > loss_mel: 14.323246955871582 (17.685543514433363) | > loss_duration: 2.1838417053222656 (2.348544836044311) | > loss_1: 25.869762420654297 (32.337214606148855)  --> STEP: 22 | > loss_disc: 2.655740976333618 (2.466390858996998) | > loss_disc_real_0: 0.12489188462495804 (0.11183981360359625) | > loss_disc_real_1: 0.29694727063179016 (0.22289579903537576) | > loss_disc_real_2: 0.2892321050167084 (0.26693081720308826) | > loss_disc_real_3: 0.2970826327800751 (0.25854095952077344) | > loss_disc_real_4: 0.2813608944416046 (0.2560857426036488) | > loss_disc_real_5: 0.25155380368232727 (0.21992682259191165) | > loss_0: 2.655740976333618 (2.466390858996998) | > loss_gen: 2.2376108169555664 (2.3831041401082818) | > loss_kl: 2.331479787826538 (2.9058108546517114) | > loss_feat: 6.260037422180176 (6.947211417284879) | > loss_mel: 15.685100555419922 (17.59461428902366) | > loss_duration: 2.2014095783233643 (2.341856869784268) | > loss_1: 28.715639114379883 (32.17259753834117)  --> STEP: 23 | > loss_disc: 2.6601548194885254 (2.474815379018369) | > loss_disc_real_0: 0.10005837678909302 (0.11132757722035698) | > loss_disc_real_1: 0.3190879821777344 (0.22707806786765222) | > loss_disc_real_2: 0.3319441080093384 (0.2697574820207513) | > loss_disc_real_3: 0.2525741457939148 (0.258281532836997) | > loss_disc_real_4: 0.2168874889612198 (0.25438147070615186) | > loss_disc_real_5: 0.2348313182592392 (0.22057484414266504) | > loss_0: 2.6601548194885254 (2.474815379018369) | > loss_gen: 2.3097853660583496 (2.3799163673235024) | > loss_kl: 2.4540157318115234 (2.886167588441268) | > loss_feat: 6.181614398956299 (6.913924590401027) | > loss_mel: 17.630205154418945 (17.59616171795389) | > loss_duration: 2.260596513748169 (2.338323810826177) | > loss_1: 30.836217880249023 (32.11449407494586)  --> STEP: 24 | > loss_disc: 2.5448436737060547 (2.4777332246303563) | > loss_disc_real_0: 0.1409793198108673 (0.11256306649496158) | > loss_disc_real_1: 0.19587929546833038 (0.2257781190176805) | > loss_disc_real_2: 0.2560690939426422 (0.26918713251749676) | > loss_disc_real_3: 0.21650660037994385 (0.2565409106512864) | > loss_disc_real_4: 0.24560609459877014 (0.25401583003501094) | > loss_disc_real_5: 0.21065956354141235 (0.22016170745094618) | > loss_0: 2.5448436737060547 (2.4777332246303563) | > loss_gen: 2.135923147201538 (2.369749983151754) | > loss_kl: 2.588825225830078 (2.8737783233324685) | > loss_feat: 5.272150039672852 (6.8455173174540205) | > loss_mel: 17.52948760986328 (17.59338363011678) | > loss_duration: 2.499258041381836 (2.345029403765996) | > loss_1: 30.025644302368164 (32.02745866775512)  --> STEP: 25 | > loss_disc: 2.3830668926239014 (2.473946571350098) | > loss_disc_real_0: 0.1181323453783989 (0.11278583765029908) | > loss_disc_real_1: 0.20735783874988556 (0.22504130780696868) | > loss_disc_real_2: 0.23399971425533295 (0.2677796357870102) | > loss_disc_real_3: 0.2109520584344864 (0.25471735656261446) | > loss_disc_real_4: 0.24514640867710114 (0.25366105318069454) | > loss_disc_real_5: 0.25453945994377136 (0.22153681755065918) | > loss_0: 2.3830668926239014 (2.473946571350098) | > loss_gen: 2.3396472930908203 (2.3685458755493163) | > loss_kl: 3.4517905712127686 (2.8968988132476805) | > loss_feat: 6.020809650421143 (6.812529010772705) | > loss_mel: 15.746893882751465 (17.51952404022217) | > loss_duration: 2.3864047527313232 (2.346684417724609) | > loss_1: 29.945545196533203 (31.94418212890624)  --> STEP: 26 | > loss_disc: 2.412868022918701 (2.471597396410429) | > loss_disc_real_0: 0.0685829445719719 (0.11108572637805572) | > loss_disc_real_1: 0.1743205040693283 (0.22309050766321328) | > loss_disc_real_2: 0.20712509751319885 (0.26544676893032515) | > loss_disc_real_3: 0.14446447789669037 (0.2504768612293097) | > loss_disc_real_4: 0.18668696284294128 (0.2510851266292425) | > loss_disc_real_5: 0.09542158991098404 (0.21668623187221014) | > loss_0: 2.412868022918701 (2.471597396410429) | > loss_gen: 1.8760855197906494 (2.3496050926355214) | > loss_kl: 2.379410743713379 (2.8769954259579) | > loss_feat: 8.781757354736328 (6.8882685624636135) | > loss_mel: 18.113672256469727 (17.54237589469323) | > loss_duration: 2.2841243743896484 (2.3442782622117257) | > loss_1: 33.43505096435547 (32.00152323796198) --> EVAL PERFORMANCE | > avg_loader_time: 0.00242763299208421 (-0.00013815439664400554) | > avg_loss_disc: 2.471597396410429 (+0.06565033472501369) | > avg_loss_disc_real_0: 0.11108572637805572 (-0.003876901016785547) | > avg_loss_disc_real_1: 0.22309050766321328 (+0.03726385018000236) | > avg_loss_disc_real_2: 0.26544676893032515 (+0.0534031975727815) | > avg_loss_disc_real_3: 0.2504768612293097 (-0.010091650944489716) | > avg_loss_disc_real_4: 0.2510851266292425 (+0.03003049584535447) | > avg_loss_disc_real_5: 0.21668623187221014 (-0.012208900486047447) | > avg_loss_0: 2.471597396410429 (+0.06565033472501369) | > avg_loss_gen: 2.3496050926355214 (+0.10567978712228632) | > avg_loss_kl: 2.8769954259579 (+0.05485528249007032) | > avg_loss_feat: 6.8882685624636135 (+0.185142407050499) | > avg_loss_mel: 17.54237589469323 (-0.3683901566725467) | > avg_loss_duration: 2.3442782622117257 (+0.01476161296550993) | > avg_loss_1: 32.00152323796198 (-0.007951222933265)  > EPOCH: 557/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:42:41)   --> TIME: 2024-06-11 15:42:47 -- STEP: 14/330 -- GLOBAL_STEP: 271825 | > loss_disc: 2.3339648246765137 (2.395867739404951) | > loss_disc_real_0: 0.11185875535011292 (0.11198614910244942) | > loss_disc_real_1: 0.1968032717704773 (0.20741458450044906) | > loss_disc_real_2: 0.2067766636610031 (0.21368272602558136) | > loss_disc_real_3: 0.2158549427986145 (0.23456649162939616) | > loss_disc_real_4: 0.21753041446208954 (0.2367172081555639) | > loss_disc_real_5: 0.1890689730644226 (0.2359250368816512) | > loss_0: 2.3339648246765137 (2.395867739404951) | > grad_norm_0: tensor(13.1924, device='cuda:0') (tensor(8.0607, device='cuda:0')) | > loss_gen: 2.4420387744903564 (2.4397293669836864) | > loss_kl: 1.679222583770752 (1.952168583869934) | > loss_feat: 7.293010711669922 (6.685712065015521) | > loss_mel: 17.327428817749023 (18.080542291913712) | > loss_duration: 2.0388293266296387 (2.102146089076996) | > loss_1: 30.78053092956543 (31.26029818398612) | > grad_norm_1: tensor(201.6002, device='cuda:0') (tensor(120.4576, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3466 (0.36393669673374723) | > loader_time: 0.0032 (0.003211719649178641)  --> TIME: 2024-06-11 15:42:57 -- STEP: 39/330 -- GLOBAL_STEP: 271850 | > loss_disc: 2.3283329010009766 (2.361735490652231) | > loss_disc_real_0: 0.07492509484291077 (0.11099150490302306) | > loss_disc_real_1: 0.18605992197990417 (0.20036435662171778) | > loss_disc_real_2: 0.19866089522838593 (0.21103097460208795) | > loss_disc_real_3: 0.2218511700630188 (0.23151874924317384) | > loss_disc_real_4: 0.2298262119293213 (0.2299568152580506) | > loss_disc_real_5: 0.21627791225910187 (0.22572300602228212) | > loss_0: 2.3283329010009766 (2.361735490652231) | > grad_norm_0: tensor(8.7275, device='cuda:0') (tensor(7.6464, device='cuda:0')) | > loss_gen: 2.473365306854248 (2.4714583861522184) | > loss_kl: 1.9076842069625854 (1.9088916320067186) | > loss_feat: 7.005440711975098 (6.908212209359194) | > loss_mel: 17.69284439086914 (17.80554130749825) | > loss_duration: 2.013423442840576 (2.039269676575294) | > loss_1: 31.092758178710938 (31.133373260498047) | > grad_norm_1: tensor(77.6506, device='cuda:0') (tensor(90.0138, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3806 (0.3644075821607541) | > loader_time: 0.0034 (0.0033568663474840997)  --> TIME: 2024-06-11 15:43:06 -- STEP: 64/330 -- GLOBAL_STEP: 271875 | > loss_disc: 2.305128335952759 (2.3513807356357583) | > loss_disc_real_0: 0.09448942542076111 (0.11086186312604696) | > loss_disc_real_1: 0.17663057148456573 (0.19892798131331801) | > loss_disc_real_2: 0.23008839786052704 (0.20851660543121397) | > loss_disc_real_3: 0.22752700746059418 (0.22994789783842862) | > loss_disc_real_4: 0.20880025625228882 (0.23119949526153505) | > loss_disc_real_5: 0.201034814119339 (0.22550732246600091) | > loss_0: 2.305128335952759 (2.3513807356357583) | > grad_norm_0: tensor(8.1224, device='cuda:0') (tensor(7.7019, device='cuda:0')) | > loss_gen: 2.540212631225586 (2.471498824656009) | > loss_kl: 1.892259955406189 (1.9069715645164251) | > loss_feat: 8.3275785446167 (6.936780497431755) | > loss_mel: 18.370651245117188 (17.753193542361252) | > loss_duration: 1.9903509616851807 (2.0178989004343757) | > loss_1: 33.12105178833008 (31.086343318223953) | > grad_norm_1: tensor(78.6934, device='cuda:0') (tensor(83.7652, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.373 (0.3667389713227749) | > loader_time: 0.0037 (0.003476455807685852)  --> TIME: 2024-06-11 15:43:15 -- STEP: 89/330 -- GLOBAL_STEP: 271900 | > loss_disc: 2.393801689147949 (2.3620602227328873) | > loss_disc_real_0: 0.12125278264284134 (0.11370255237215021) | > loss_disc_real_1: 0.19562974572181702 (0.2007347953118635) | > loss_disc_real_2: 0.21054308116436005 (0.20959042632177974) | > loss_disc_real_3: 0.23934033513069153 (0.22978783072380538) | > loss_disc_real_4: 0.19852712750434875 (0.23071000666430827) | > loss_disc_real_5: 0.2216944545507431 (0.22453722190321163) | > loss_0: 2.393801689147949 (2.3620602227328873) | > grad_norm_0: tensor(10.4740, device='cuda:0') (tensor(8.7057, device='cuda:0')) | > loss_gen: 2.3374106884002686 (2.465565223372384) | > loss_kl: 1.9817785024642944 (1.9150863859090912) | > loss_feat: 6.298112869262695 (6.952765577294852) | > loss_mel: 17.468463897705078 (17.748547339707276) | > loss_duration: 2.0156517028808594 (2.0116615603479113) | > loss_1: 30.101417541503906 (31.093626086631517) | > grad_norm_1: tensor(249.2625, device='cuda:0') (tensor(100.3511, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3855 (0.3680706425998988) | > loader_time: 0.0042 (0.00357141387596559)  --> TIME: 2024-06-11 15:43:25 -- STEP: 114/330 -- GLOBAL_STEP: 271925 | > loss_disc: 2.42173433303833 (2.36096357671838) | > loss_disc_real_0: 0.1149761900305748 (0.11476172193100578) | > loss_disc_real_1: 0.22608622908592224 (0.20032647905642526) | > loss_disc_real_2: 0.1973530501127243 (0.21055616124680168) | > loss_disc_real_3: 0.24048106372356415 (0.22918424127917542) | > loss_disc_real_4: 0.2381589412689209 (0.23043017573001093) | > loss_disc_real_5: 0.2347405105829239 (0.2231132137148004) | > loss_0: 2.42173433303833 (2.36096357671838) | > grad_norm_0: tensor(15.6883, device='cuda:0') (tensor(10.3190, device='cuda:0')) | > loss_gen: 2.2661232948303223 (2.467417652146857) | > loss_kl: 2.2641823291778564 (1.9312511295603032) | > loss_feat: 6.634991645812988 (6.947644902948746) | > loss_mel: 17.824068069458008 (17.735868863892133) | > loss_duration: 2.0448954105377197 (2.0121820893204005) | > loss_1: 31.034259796142578 (31.094364567806846) | > grad_norm_1: tensor(233.9327, device='cuda:0') (tensor(116.9170, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3792 (0.3701076465740539) | > loader_time: 0.004 (0.0036855810566952356)  --> TIME: 2024-06-11 15:43:35 -- STEP: 139/330 -- GLOBAL_STEP: 271950 | > loss_disc: 2.3458683490753174 (2.367441992107912) | > loss_disc_real_0: 0.1339746117591858 (0.11566787824141893) | > loss_disc_real_1: 0.19788900017738342 (0.2001120218698927) | > loss_disc_real_2: 0.19469280540943146 (0.21121923100176476) | > loss_disc_real_3: 0.2438068985939026 (0.2300851334341996) | > loss_disc_real_4: 0.23604248464107513 (0.23115307296351564) | > loss_disc_real_5: 0.22818706929683685 (0.22396859537354474) | > loss_0: 2.3458683490753174 (2.367441992107912) | > grad_norm_0: tensor(34.6041, device='cuda:0') (tensor(11.7312, device='cuda:0')) | > loss_gen: 2.483360528945923 (2.4645693439373857) | > loss_kl: 1.8797880411148071 (1.9343531869298263) | > loss_feat: 7.2639031410217285 (6.944667967103367) | > loss_mel: 17.55275535583496 (17.743825699785624) | > loss_duration: 2.0721449851989746 (2.0165554670978807) | > loss_1: 31.251951217651367 (31.103971604820636) | > grad_norm_1: tensor(321.7318, device='cuda:0') (tensor(130.7470, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3871 (0.37213590333787655) | > loader_time: 0.004 (0.003778915611102427)  --> TIME: 2024-06-11 15:43:45 -- STEP: 164/330 -- GLOBAL_STEP: 271975 | > loss_disc: 2.34700870513916 (2.3614316917047256) | > loss_disc_real_0: 0.11696716398000717 (0.11509893021387298) | > loss_disc_real_1: 0.17710478603839874 (0.19923040679678683) | > loss_disc_real_2: 0.19269447028636932 (0.21133129998314668) | > loss_disc_real_3: 0.2273523360490799 (0.22997458033808849) | > loss_disc_real_4: 0.2202783226966858 (0.22954564750557993) | > loss_disc_real_5: 0.22857582569122314 (0.22337466687327479) | > loss_0: 2.34700870513916 (2.3614316917047256) | > grad_norm_0: tensor(11.6295, device='cuda:0') (tensor(14.4919, device='cuda:0')) | > loss_gen: 2.5163421630859375 (2.474240644675928) | > loss_kl: 1.7879687547683716 (1.9325714387544772) | > loss_feat: 7.025640964508057 (6.97405805820372) | > loss_mel: 17.663557052612305 (17.725826141310886) | > loss_duration: 2.08378267288208 (2.019834524247705) | > loss_1: 31.07729148864746 (31.126530751949403) | > grad_norm_1: tensor(461.1171, device='cuda:0') (tensor(161.2039, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3726 (0.37519335456010783) | > loader_time: 0.0046 (0.0038657857150566285)  --> TIME: 2024-06-11 15:43:55 -- STEP: 189/330 -- GLOBAL_STEP: 272000 | > loss_disc: 2.273012161254883 (2.3584613068393905) | > loss_disc_real_0: 0.11187254637479782 (0.11491357263118501) | > loss_disc_real_1: 0.21518735587596893 (0.2004744193698994) | > loss_disc_real_2: 0.23449349403381348 (0.21125874971901926) | > loss_disc_real_3: 0.256709486246109 (0.2295825766034858) | > loss_disc_real_4: 0.2365090548992157 (0.22969071779932296) | > loss_disc_real_5: 0.22729089856147766 (0.22241662103663046) | > loss_0: 2.273012161254883 (2.3584613068393905) | > grad_norm_0: tensor(8.0985, device='cuda:0') (tensor(17.5765, device='cuda:0')) | > loss_gen: 2.7158145904541016 (2.4906513741407434) | > loss_kl: 1.9136996269226074 (1.9357797229100788) | > loss_feat: 7.036109447479248 (7.006204383083121) | > loss_mel: 17.423870086669922 (17.695507407819147) | > loss_duration: 2.0885467529296875 (2.026817368451881) | > loss_1: 31.178041458129883 (31.154960188285383) | > grad_norm_1: tensor(481.6167, device='cuda:0') (tensor(191.2107, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3947 (0.3767583622503533) | > loader_time: 0.0058 (0.0039890771189694686) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_272000.pth  --> TIME: 2024-06-11 15:44:09 -- STEP: 214/330 -- GLOBAL_STEP: 272025 | > loss_disc: 2.4252467155456543 (2.359830710375418) | > loss_disc_real_0: 0.15450149774551392 (0.11685056458706054) | > loss_disc_real_1: 0.20375996828079224 (0.20019504734288865) | > loss_disc_real_2: 0.19500213861465454 (0.21063424890564977) | > loss_disc_real_3: 0.2502512037754059 (0.22971230055962769) | > loss_disc_real_4: 0.2479962408542633 (0.2289481215248598) | > loss_disc_real_5: 0.22973595559597015 (0.22229157053978643) | > loss_0: 2.4252467155456543 (2.359830710375418) | > grad_norm_0: tensor(65.8933, device='cuda:0') (tensor(21.3738, device='cuda:0')) | > loss_gen: 2.5252633094787598 (2.4984506591458193) | > loss_kl: 1.9452651739120483 (1.9451075057002987) | > loss_feat: 6.252514362335205 (7.039556730573422) | > loss_mel: 17.091611862182617 (17.6753073852753) | > loss_duration: 2.137911319732666 (2.034061489818254) | > loss_1: 29.952564239501953 (31.19248375045919) | > grad_norm_1: tensor(304.4117, device='cuda:0') (tensor(220.1513, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.3933 (0.3797529133680825) | > loader_time: 0.0049 (0.004107209009544871)  --> TIME: 2024-06-11 15:44:19 -- STEP: 239/330 -- GLOBAL_STEP: 272050 | > loss_disc: 2.3808507919311523 (2.357727322119547) | > loss_disc_real_0: 0.10874637961387634 (0.11758597971380505) | > loss_disc_real_1: 0.17429035902023315 (0.19961187137470085) | > loss_disc_real_2: 0.22203516960144043 (0.21061649662929596) | > loss_disc_real_3: 0.2306777983903885 (0.22948434874103657) | > loss_disc_real_4: 0.26533037424087524 (0.22901574251043247) | > loss_disc_real_5: 0.26418372988700867 (0.22174110802895852) | > loss_0: 2.3808507919311523 (2.357727322119547) | > grad_norm_0: tensor(60.9897, device='cuda:0') (tensor(23.4793, device='cuda:0')) | > loss_gen: 2.406846523284912 (2.4991582866493136) | > loss_kl: 1.8585599660873413 (1.9496183215823633) | > loss_feat: 6.846689701080322 (7.044933532571194) | > loss_mel: 17.559476852416992 (17.635562397944874) | > loss_duration: 2.0744752883911133 (2.0422728001822006) | > loss_1: 30.746047973632812 (31.171545323966438) | > grad_norm_1: tensor(418.4023, device='cuda:0') (tensor(239.1278, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.4307 (0.38330539100838507) | > loader_time: 0.0053 (0.004238140632916692)  --> TIME: 2024-06-11 15:44:30 -- STEP: 264/330 -- GLOBAL_STEP: 272075 | > loss_disc: 2.4124510288238525 (2.358095573656485) | > loss_disc_real_0: 0.14179880917072296 (0.11759032167945847) | > loss_disc_real_1: 0.21684938669204712 (0.19969651639235741) | > loss_disc_real_2: 0.17458808422088623 (0.21095150534176463) | > loss_disc_real_3: 0.28668516874313354 (0.22968729111281308) | > loss_disc_real_4: 0.2293647676706314 (0.22922305841789098) | > loss_disc_real_5: 0.2431744784116745 (0.2219753796516946) | > loss_0: 2.4124510288238525 (2.358095573656485) | > grad_norm_0: tensor(11.3250, device='cuda:0') (tensor(24.6087, device='cuda:0')) | > loss_gen: 2.7198967933654785 (2.5014166497822967) | > loss_kl: 2.0273516178131104 (1.9549066889466662) | > loss_feat: 7.2544426918029785 (7.059952156110243) | > loss_mel: 16.88669776916504 (17.585823655128475) | > loss_duration: 2.163562774658203 (2.049937557993515) | > loss_1: 31.051950454711914 (31.15203669576934) | > grad_norm_1: tensor(603.8115, device='cuda:0') (tensor(255.8811, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.4339 (0.3871809072566755) | > loader_time: 0.0058 (0.004374396620374736)  --> TIME: 2024-06-11 15:44:42 -- STEP: 289/330 -- GLOBAL_STEP: 272100 | > loss_disc: 2.401190996170044 (2.362849713196802) | > loss_disc_real_0: 0.12995684146881104 (0.11942557616732938) | > loss_disc_real_1: 0.20393943786621094 (0.20034893254095298) | > loss_disc_real_2: 0.21397514641284943 (0.21146631055224727) | > loss_disc_real_3: 0.22306522727012634 (0.2296590978299045) | > loss_disc_real_4: 0.2134091705083847 (0.2291571681474732) | > loss_disc_real_5: 0.2305925190448761 (0.22194334251039163) | > loss_0: 2.401190996170044 (2.362849713196802) | > grad_norm_0: tensor(98.0685, device='cuda:0') (tensor(27.4144, device='cuda:0')) | > loss_gen: 2.4591331481933594 (2.499488983187296) | > loss_kl: 1.86982262134552 (1.962058110633111) | > loss_feat: 7.655308723449707 (7.06343218199522) | > loss_mel: 16.070796966552734 (17.511255703170406) | > loss_duration: 2.193329334259033 (2.059151593376611) | > loss_1: 30.248390197753906 (31.095386597524463) | > grad_norm_1: tensor(470.9820, device='cuda:0') (tensor(272.7426, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.4579 (0.39245636405416856) | > loader_time: 0.0065 (0.004542310345131632)  --> TIME: 2024-06-11 15:44:54 -- STEP: 314/330 -- GLOBAL_STEP: 272125 | > loss_disc: 2.400606632232666 (2.368480292095498) | > loss_disc_real_0: 0.19709697365760803 (0.12063848379121464) | > loss_disc_real_1: 0.20903745293617249 (0.20093899841900842) | > loss_disc_real_2: 0.18743093311786652 (0.21212595563595463) | > loss_disc_real_3: 0.2252805233001709 (0.2296604045732006) | > loss_disc_real_4: 0.212600439786911 (0.22991088194072626) | > loss_disc_real_5: 0.20147940516471863 (0.22243683267930506) | > loss_0: 2.400606632232666 (2.368480292095498) | > grad_norm_0: tensor(69.3239, device='cuda:0') (tensor(29.1805, device='cuda:0')) | > loss_gen: 2.292480230331421 (2.4978785621132835) | > loss_kl: 2.064169406890869 (1.9675065430865926) | > loss_feat: 7.208996295928955 (7.070446324196591) | > loss_mel: 17.158126831054688 (17.46738513108272) | > loss_duration: 2.2523555755615234 (2.0717298422649426) | > loss_1: 30.97612953186035 (31.074946421726494) | > grad_norm_1: tensor(427.4802, device='cuda:0') (tensor(289.9228, device='cuda:0')) | > current_lr_0: 0.00018654789478686164 | > current_lr_1: 0.00018654789478686164 | > step_time: 0.5166 (0.39984746419700123) | > loader_time: 0.0073 (0.004734973998586084)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5700364112854004 (2.5700364112854004) | > loss_disc_real_0: 0.14010757207870483 (0.14010757207870483) | > loss_disc_real_1: 0.29899388551712036 (0.29899388551712036) | > loss_disc_real_2: 0.3044881224632263 (0.3044881224632263) | > loss_disc_real_3: 0.3392678499221802 (0.3392678499221802) | > loss_disc_real_4: 0.2407299280166626 (0.2407299280166626) | > loss_disc_real_5: 0.2524911165237427 (0.2524911165237427) | > loss_0: 2.5700364112854004 (2.5700364112854004) | > loss_gen: 2.529928207397461 (2.529928207397461) | > loss_kl: 2.0393834114074707 (2.0393834114074707) | > loss_feat: 6.910573959350586 (6.910573959350586) | > loss_mel: 15.807276725769043 (15.807276725769043) | > loss_duration: 2.9481210708618164 (2.9481210708618164) | > loss_1: 30.23528289794922 (30.23528289794922)  --> STEP: 1 | > loss_disc: 2.2443995475769043 (2.2443995475769043) | > loss_disc_real_0: 0.06781075894832611 (0.06781075894832611) | > loss_disc_real_1: 0.15491725504398346 (0.15491725504398346) | > loss_disc_real_2: 0.16200672090053558 (0.16200672090053558) | > loss_disc_real_3: 0.2211235910654068 (0.2211235910654068) | > loss_disc_real_4: 0.23431287705898285 (0.23431287705898285) | > loss_disc_real_5: 0.25311222672462463 (0.25311222672462463) | > loss_0: 2.2443995475769043 (2.2443995475769043) | > loss_gen: 2.3024325370788574 (2.3024325370788574) | > loss_kl: 2.027236223220825 (2.027236223220825) | > loss_feat: 5.693055629730225 (5.693055629730225) | > loss_mel: 18.17178726196289 (18.17178726196289) | > loss_duration: 2.4030580520629883 (2.4030580520629883) | > loss_1: 30.59756851196289 (30.59756851196289)  --> STEP: 2 | > loss_disc: 2.037872314453125 (2.1411359310150146) | > loss_disc_real_0: 0.11191512644290924 (0.08986294269561768) | > loss_disc_real_1: 0.16498565673828125 (0.15995145589113235) | > loss_disc_real_2: 0.1816464215517044 (0.17182657122612) | > loss_disc_real_3: 0.21448653936386108 (0.21780506521463394) | > loss_disc_real_4: 0.21315555274486542 (0.22373421490192413) | > loss_disc_real_5: 0.20592935383319855 (0.2295207902789116) | > loss_0: 2.037872314453125 (2.1411359310150146) | > loss_gen: 2.574573040008545 (2.438502788543701) | > loss_kl: 3.209650993347168 (2.6184436082839966) | > loss_feat: 5.604432582855225 (5.648744106292725) | > loss_mel: 18.558778762817383 (18.365283012390137) | > loss_duration: 2.4464688301086426 (2.4247634410858154) | > loss_1: 32.39390563964844 (31.495737075805664)  --> STEP: 3 | > loss_disc: 2.269318103790283 (2.183863321940104) | > loss_disc_real_0: 0.11258712410926819 (0.09743766983350118) | > loss_disc_real_1: 0.19946016371250153 (0.1731210251649221) | > loss_disc_real_2: 0.22404618561267853 (0.18923310935497284) | > loss_disc_real_3: 0.27297282218933105 (0.236194317539533) | > loss_disc_real_4: 0.24583478271961212 (0.23110107084115347) | > loss_disc_real_5: 0.22391057014465332 (0.2276507169008255) | > loss_0: 2.269318103790283 (2.183863321940104) | > loss_gen: 2.5641705989837646 (2.480392058690389) | > loss_kl: 3.47233247756958 (2.903073231379191) | > loss_feat: 6.867203712463379 (6.054897308349609) | > loss_mel: 17.25836181640625 (17.996309280395508) | > loss_duration: 2.283041000366211 (2.377522627512614) | > loss_1: 32.44511032104492 (31.81219482421875)  --> STEP: 4 | > loss_disc: 2.374150037765503 (2.231435000896454) | > loss_disc_real_0: 0.16708077490329742 (0.11484844610095024) | > loss_disc_real_1: 0.19037209451198578 (0.177433792501688) | > loss_disc_real_2: 0.21814590692520142 (0.19646130874752998) | > loss_disc_real_3: 0.310837060213089 (0.254855003207922) | > loss_disc_real_4: 0.25089937448501587 (0.23605064675211906) | > loss_disc_real_5: 0.21775487065315247 (0.22517675533890724) | > loss_0: 2.374150037765503 (2.231435000896454) | > loss_gen: 2.530836343765259 (2.4930031299591064) | > loss_kl: 3.5337326526641846 (3.0607380867004395) | > loss_feat: 5.493664741516113 (5.914589166641235) | > loss_mel: 17.732351303100586 (17.930319786071777) | > loss_duration: 2.4170937538146973 (2.3874154090881348) | > loss_1: 31.707677841186523 (31.786065578460693)  --> STEP: 5 | > loss_disc: 2.636754274368286 (2.31249885559082) | > loss_disc_real_0: 0.18926899135112762 (0.12973255515098572) | > loss_disc_real_1: 0.23147808015346527 (0.18824265003204346) | > loss_disc_real_2: 0.21603314578533173 (0.20037567615509033) | > loss_disc_real_3: 0.366239458322525 (0.2771318942308426) | > loss_disc_real_4: 0.2778732180595398 (0.24441516101360322) | > loss_disc_real_5: 0.28212714195251465 (0.23656683266162873) | > loss_0: 2.636754274368286 (2.31249885559082) | > loss_gen: 2.302074432373047 (2.4548173904418946) | > loss_kl: 2.474884271621704 (2.943567323684692) | > loss_feat: 4.717733383178711 (5.675218009948731) | > loss_mel: 18.34698486328125 (18.013652801513672) | > loss_duration: 2.3425188064575195 (2.3784360885620117) | > loss_1: 30.18419647216797 (31.465691757202148)  --> STEP: 6 | > loss_disc: 2.40109920501709 (2.3272655804951987) | > loss_disc_real_0: 0.10896048694849014 (0.12627054378390312) | > loss_disc_real_1: 0.21221289038658142 (0.19223769009113312) | > loss_disc_real_2: 0.2907436490058899 (0.21543700496355692) | > loss_disc_real_3: 0.2947345972061157 (0.2800656780600548) | > loss_disc_real_4: 0.29509586095809937 (0.2528619443376859) | > loss_disc_real_5: 0.31428954005241394 (0.24952061722675958) | > loss_0: 2.40109920501709 (2.3272655804951987) | > loss_gen: 2.7274951934814453 (2.5002636909484863) | > loss_kl: 3.1036412715911865 (2.9702463150024414) | > loss_feat: 5.482560157775879 (5.643108367919922) | > loss_mel: 17.673728942871094 (17.956998825073242) | > loss_duration: 2.1322007179260254 (2.3373968601226807) | > loss_1: 31.119625091552734 (31.408013979593914)  --> STEP: 7 | > loss_disc: 2.3218748569488525 (2.326495477131435) | > loss_disc_real_0: 0.1507139801979065 (0.1297624632716179) | > loss_disc_real_1: 0.1925468146800995 (0.19228185074669973) | > loss_disc_real_2: 0.2359739989042282 (0.2183708612407957) | > loss_disc_real_3: 0.25079622864723206 (0.27588432814393726) | > loss_disc_real_4: 0.31612834334373474 (0.26190000133855) | > loss_disc_real_5: 0.27190306782722473 (0.2527181101696832) | > loss_0: 2.3218748569488525 (2.326495477131435) | > loss_gen: 2.7022950649261475 (2.529125315802438) | > loss_kl: 3.4468741416931152 (3.0383360045296803) | > loss_feat: 6.79780912399292 (5.808065618787493) | > loss_mel: 19.14240264892578 (18.12634222848075) | > loss_duration: 2.5279500484466553 (2.3646187441689626) | > loss_1: 34.61732864379883 (31.866487503051758)  --> STEP: 8 | > loss_disc: 2.422649383544922 (2.3385147154331207) | > loss_disc_real_0: 0.17188790440559387 (0.1350281434133649) | > loss_disc_real_1: 0.19036732614040375 (0.19204253517091274) | > loss_disc_real_2: 0.14528562128543854 (0.20923520624637604) | > loss_disc_real_3: 0.2722035050392151 (0.275424225255847) | > loss_disc_real_4: 0.24583512544631958 (0.2598918918520212) | > loss_disc_real_5: 0.2799384891986847 (0.2561206575483084) | > loss_0: 2.422649383544922 (2.3385147154331207) | > loss_gen: 2.274137020111084 (2.4972517788410187) | > loss_kl: 3.1737990379333496 (3.055268883705139) | > loss_feat: 6.430931091308594 (5.885923802852631) | > loss_mel: 14.139704704284668 (17.628012537956238) | > loss_duration: 2.256401300430298 (2.3510915637016296) | > loss_1: 28.274972915649414 (31.417548179626465)  --> STEP: 9 | > loss_disc: 2.3955578804016113 (2.344852844874064) | > loss_disc_real_0: 0.2258811742067337 (0.1451229246126281) | > loss_disc_real_1: 0.15424849092960358 (0.1878431969218784) | > loss_disc_real_2: 0.2608141303062439 (0.2149661978085836) | > loss_disc_real_3: 0.2209642082452774 (0.2693731122546726) | > loss_disc_real_4: 0.25116586685180664 (0.25892233351866406) | > loss_disc_real_5: 0.34255078434944153 (0.2657240049706565) | > loss_0: 2.3955578804016113 (2.344852844874064) | > loss_gen: 2.700056552886963 (2.5197856426239014) | > loss_kl: 3.184736490249634 (3.069654173321194) | > loss_feat: 11.507573127746582 (6.510551505618626) | > loss_mel: 19.794212341308594 (17.868701404995388) | > loss_duration: 2.1933422088623047 (2.3335638576083713) | > loss_1: 39.379920959472656 (32.30225626627604)  --> STEP: 10 | > loss_disc: 2.3251097202301025 (2.342878532409668) | > loss_disc_real_0: 0.16599717736244202 (0.14721034988760948) | > loss_disc_real_1: 0.17965248227119446 (0.18702412545681) | > loss_disc_real_2: 0.2647104263305664 (0.21994062066078185) | > loss_disc_real_3: 0.3045142590999603 (0.27288722693920137) | > loss_disc_real_4: 0.20773446559906006 (0.25380354672670363) | > loss_disc_real_5: 0.2143251895904541 (0.26058412343263626) | > loss_0: 2.3251097202301025 (2.342878532409668) | > loss_gen: 2.637998342514038 (2.531606912612915) | > loss_kl: 2.7292001247406006 (3.0356087684631348) | > loss_feat: 7.477316856384277 (6.60722804069519) | > loss_mel: 18.0827579498291 (17.89010705947876) | > loss_duration: 2.370882034301758 (2.33729567527771) | > loss_1: 33.29815673828125 (32.40184631347656)  --> STEP: 11 | > loss_disc: 2.607330322265625 (2.366919604214755) | > loss_disc_real_0: 0.14724282920360565 (0.14721330255270004) | > loss_disc_real_1: 0.1940264105796814 (0.18766069683161649) | > loss_disc_real_2: 0.30851155519485474 (0.22799252380024304) | > loss_disc_real_3: 0.336956650018692 (0.2787117199464278) | > loss_disc_real_4: 0.31796762347221375 (0.2596366446126591) | > loss_disc_real_5: 0.2631717324256897 (0.26081936061382294) | > loss_0: 2.607330322265625 (2.366919604214755) | > loss_gen: 2.499337911605835 (2.528673367066817) | > loss_kl: 3.098906993865967 (3.041363152590665) | > loss_feat: 6.472075939178467 (6.594941486011852) | > loss_mel: 17.013416290283203 (17.8104078986428) | > loss_duration: 2.4922428131103516 (2.351381778717041) | > loss_1: 31.57598114013672 (32.32676766135476)  --> STEP: 12 | > loss_disc: 2.277749538421631 (2.359488765398661) | > loss_disc_real_0: 0.11594367027282715 (0.14460749986271063) | > loss_disc_real_1: 0.18410298228263855 (0.18736422061920166) | > loss_disc_real_2: 0.19341985881328583 (0.22511146838466325) | > loss_disc_real_3: 0.28580865263938904 (0.27930313100417453) | > loss_disc_real_4: 0.2537563145160675 (0.2591466171046098) | > loss_disc_real_5: 0.24013467133045197 (0.25909563650687534) | > loss_0: 2.277749538421631 (2.359488765398661) | > loss_gen: 2.5437474250793457 (2.529929538567861) | > loss_kl: 2.3479623794555664 (2.9835797548294067) | > loss_feat: 5.778183937072754 (6.526878356933594) | > loss_mel: 17.203611373901367 (17.759841521581013) | > loss_duration: 2.2857377529144287 (2.34591144323349) | > loss_1: 30.159242630004883 (32.146140575408936)  --> STEP: 13 | > loss_disc: 2.538788318634033 (2.373281038724459) | > loss_disc_real_0: 0.22511151432991028 (0.15080011636018753) | > loss_disc_real_1: 0.2502274811267853 (0.19219985604286194) | > loss_disc_real_2: 0.247654527425766 (0.22684554984936348) | > loss_disc_real_3: 0.3033992350101471 (0.28115667746617246) | > loss_disc_real_4: 0.2798789441585541 (0.26074141149337476) | > loss_disc_real_5: 0.18689118325710297 (0.2535414477953544) | > loss_0: 2.538788318634033 (2.373281038724459) | > loss_gen: 2.3153350353240967 (2.513422269087571) | > loss_kl: 3.1211819648742676 (2.994164540217473) | > loss_feat: 5.201571464538574 (6.424931672903208) | > loss_mel: 14.313793182373047 (17.494760880103478) | > loss_duration: 2.2720015048980713 (2.3402260633615346) | > loss_1: 27.2238826751709 (31.7675053523137)  --> STEP: 14 | > loss_disc: 2.3852593898773193 (2.3741366352353777) | > loss_disc_real_0: 0.1504439115524292 (0.15077467315963336) | > loss_disc_real_1: 0.13646484911441803 (0.18821878411940166) | > loss_disc_real_2: 0.24244928359985352 (0.22796010226011276) | > loss_disc_real_3: 0.2840469181537628 (0.28136312322957174) | > loss_disc_real_4: 0.25191202759742737 (0.2601107412150928) | > loss_disc_real_5: 0.20090517401695251 (0.24978171395404) | > loss_0: 2.3852593898773193 (2.3741366352353777) | > loss_gen: 2.3796677589416504 (2.50386837550572) | > loss_kl: 3.5121660232543945 (3.0311646461486816) | > loss_feat: 6.578751564025879 (6.435918807983398) | > loss_mel: 19.223045349121094 (17.618209770747594) | > loss_duration: 2.4470789432525635 (2.3478584119251797) | > loss_1: 34.140708923339844 (31.937019893101283)  --> STEP: 15 | > loss_disc: 2.483703851699829 (2.381441116333008) | > loss_disc_real_0: 0.2643384039402008 (0.15834558854500452) | > loss_disc_real_1: 0.24242450296878815 (0.19183249870936075) | > loss_disc_real_2: 0.23335181176662445 (0.22831954956054687) | > loss_disc_real_3: 0.28407859802246094 (0.281544154882431) | > loss_disc_real_4: 0.3097743093967438 (0.26342164576053617) | > loss_disc_real_5: 0.21811190247535706 (0.2476703931887945) | > loss_0: 2.483703851699829 (2.381441116333008) | > loss_gen: 2.8287949562072754 (2.52553014755249) | > loss_kl: 3.0779738426208496 (3.0342852592468263) | > loss_feat: 7.6915669441223145 (6.519628683725993) | > loss_mel: 18.121501922607422 (17.651762580871583) | > loss_duration: 2.335937023162842 (2.347063652674357) | > loss_1: 34.0557746887207 (32.078270212809244)  --> STEP: 16 | > loss_disc: 2.60097074508667 (2.3951617181301117) | > loss_disc_real_0: 0.17344041168689728 (0.15928901499137282) | > loss_disc_real_1: 0.23691238462924957 (0.1946499915793538) | > loss_disc_real_2: 0.3178432881832123 (0.23391478322446346) | > loss_disc_real_3: 0.26639989018440247 (0.28059763833880424) | > loss_disc_real_4: 0.34513527154922485 (0.26852874737232924) | > loss_disc_real_5: 0.3258867561817169 (0.2525589158758521) | > loss_0: 2.60097074508667 (2.3951617181301117) | > loss_gen: 2.748037338256836 (2.539436846971512) | > loss_kl: 2.9461772441864014 (3.0287785083055496) | > loss_feat: 7.423406600952148 (6.576114803552628) | > loss_mel: 16.854887008666992 (17.601957857608795) | > loss_duration: 2.399087905883789 (2.3503151684999466) | > loss_1: 32.37159729003906 (32.09660315513611)  --> STEP: 17 | > loss_disc: 2.4615843296051025 (2.399068930569817) | > loss_disc_real_0: 0.11760764569044113 (0.15683716973837683) | > loss_disc_real_1: 0.21595028042793274 (0.19590294974691727) | > loss_disc_real_2: 0.2901468575000763 (0.2372225522994995) | > loss_disc_real_3: 0.33820170164108276 (0.283986112650703) | > loss_disc_real_4: 0.2763262391090393 (0.2689874233568416) | > loss_disc_real_5: 0.3181118667125702 (0.2564149718074238) | > loss_0: 2.4615843296051025 (2.399068930569817) | > loss_gen: 2.6891133785247803 (2.5482413488275864) | > loss_kl: 2.215167999267578 (2.9809190665974334) | > loss_feat: 6.017647743225098 (6.543263800003949) | > loss_mel: 17.056596755981445 (17.569877792807187) | > loss_duration: 2.4532432556152344 (2.3563697618596695) | > loss_1: 30.43177032470703 (31.998671812169693)  --> STEP: 18 | > loss_disc: 2.217655897140503 (2.388990428712633) | > loss_disc_real_0: 0.0535971000790596 (0.1511016103128592) | > loss_disc_real_1: 0.1198790892958641 (0.19167940194408098) | > loss_disc_real_2: 0.2544277012348175 (0.23817839390701717) | > loss_disc_real_3: 0.2385903000831604 (0.2814641230636173) | > loss_disc_real_4: 0.2308519035577774 (0.2668687833680047) | > loss_disc_real_5: 0.21130765974521637 (0.25390901002619004) | > loss_0: 2.217655897140503 (2.388990428712633) | > loss_gen: 2.3359055519104004 (2.5364449156655207) | > loss_kl: 2.627737522125244 (2.961297869682312) | > loss_feat: 8.309329986572266 (6.641378588146633) | > loss_mel: 20.48519515991211 (17.73183986875746) | > loss_duration: 2.2468223571777344 (2.350283794932895) | > loss_1: 36.00498962402344 (32.221245023939346)  --> STEP: 19 | > loss_disc: 2.5718705654144287 (2.398615699065359) | > loss_disc_real_0: 0.2726566195487976 (0.1574992423779086) | > loss_disc_real_1: 0.2129126489162445 (0.19279694125840538) | > loss_disc_real_2: 0.21868960559368134 (0.23715266820631528) | > loss_disc_real_3: 0.3098914921283722 (0.2829603003828149) | > loss_disc_real_4: 0.2402687519788742 (0.2654687817159452) | > loss_disc_real_5: 0.29534098505973816 (0.2560896402911136) | > loss_0: 2.5718705654144287 (2.398615699065359) | > loss_gen: 2.4460103511810303 (2.5316852017452844) | > loss_kl: 1.947117567062378 (2.907919959018105) | > loss_feat: 4.533014297485352 (6.530412046532882) | > loss_mel: 16.15245246887207 (17.648714216131914) | > loss_duration: 2.3345441818237305 (2.349455394242939) | > loss_1: 27.41313934326172 (31.96818683021947)  --> STEP: 20 | > loss_disc: 2.2877354621887207 (2.393071687221527) | > loss_disc_real_0: 0.12882593274116516 (0.15606557689607142) | > loss_disc_real_1: 0.21017403900623322 (0.19366579614579676) | > loss_disc_real_2: 0.24764661490917206 (0.23767736554145813) | > loss_disc_real_3: 0.2532060742378235 (0.2814725890755653) | > loss_disc_real_4: 0.2542118430137634 (0.2649059347808361) | > loss_disc_real_5: 0.20762036740779877 (0.25366617664694785) | > loss_0: 2.2877354621887207 (2.393071687221527) | > loss_gen: 2.535694122314453 (2.531885647773743) | > loss_kl: 2.001256227493286 (2.862586772441864) | > loss_feat: 5.953499794006348 (6.5015664339065555) | > loss_mel: 16.67982292175293 (17.600269651412965) | > loss_duration: 2.2638962268829346 (2.345177435874939) | > loss_1: 29.43416976928711 (31.84148597717285)  --> STEP: 21 | > loss_disc: 2.215956926345825 (2.384637650989351) | > loss_disc_real_0: 0.11028461158275604 (0.1538855309287707) | > loss_disc_real_1: 0.2136104851961136 (0.19461554324343092) | > loss_disc_real_2: 0.2346421182155609 (0.23753282995451064) | > loss_disc_real_3: 0.257978618144989 (0.2803538285550617) | > loss_disc_real_4: 0.23664577305316925 (0.26356021279380437) | > loss_disc_real_5: 0.20341286063194275 (0.2512731615986143) | > loss_0: 2.215956926345825 (2.384637650989351) | > loss_gen: 2.566694498062134 (2.53354321207319) | > loss_kl: 2.3481462001800537 (2.8380896023341586) | > loss_feat: 7.413117408752441 (6.544973623184931) | > loss_mel: 14.364080429077148 (17.446165402730305) | > loss_duration: 2.149627447128296 (2.3358655316489085) | > loss_1: 28.841665267944336 (31.698637371971493)  --> STEP: 22 | > loss_disc: 2.3629798889160156 (2.3836532072587446) | > loss_disc_real_0: 0.09581122547388077 (0.15124578977173025) | > loss_disc_real_1: 0.16597960889339447 (0.1933139098638838) | > loss_disc_real_2: 0.26398029923439026 (0.23873498764905063) | > loss_disc_real_3: 0.2459590584039688 (0.27879042991183023) | > loss_disc_real_4: 0.2514001429080963 (0.263007482344454) | > loss_disc_real_5: 0.28006991744041443 (0.25258210504596884) | > loss_0: 2.3629798889160156 (2.3836532072587446) | > loss_gen: 2.4739840030670166 (2.530835975300182) | > loss_kl: 2.0040040016174316 (2.8001766204833984) | > loss_feat: 7.105823040008545 (6.570466778495095) | > loss_mel: 18.1934757232666 (17.480134053663775) | > loss_duration: 2.207746982574463 (2.330041961236434) | > loss_1: 31.98503303527832 (31.711655356667258)  --> STEP: 23 | > loss_disc: 2.717245101928711 (2.398157202679178) | > loss_disc_real_0: 0.30373454093933105 (0.1578757354746694) | > loss_disc_real_1: 0.25504398345947266 (0.19599782610717026) | > loss_disc_real_2: 0.2795450985431671 (0.2405093402966209) | > loss_disc_real_3: 0.2581242620944977 (0.277891900876294) | > loss_disc_real_4: 0.2879352569580078 (0.2640912986319998) | > loss_disc_real_5: 0.25503009557724 (0.2526885394168937) | > loss_0: 2.717245101928711 (2.398157202679178) | > loss_gen: 2.5261433124542236 (2.5306319464807925) | > loss_kl: 2.751492977142334 (2.7980599403381348) | > loss_feat: 6.315097808837891 (6.559363779814347) | > loss_mel: 17.104581832885742 (17.46380569623864) | > loss_duration: 2.300117015838623 (2.328740876653921) | > loss_1: 30.997434616088867 (31.680602280989937)  --> STEP: 24 | > loss_disc: 2.2175850868225098 (2.3906333645184836) | > loss_disc_real_0: 0.11177442222833633 (0.15595484742273885) | > loss_disc_real_1: 0.18512390553951263 (0.19554474608351788) | > loss_disc_real_2: 0.25152885913848877 (0.24096848691503206) | > loss_disc_real_3: 0.24426160752773285 (0.2764906386534373) | > loss_disc_real_4: 0.23002073168754578 (0.26267169167598087) | > loss_disc_real_5: 0.19960924983024597 (0.25047690235078335) | > loss_0: 2.2175850868225098 (2.3906333645184836) | > loss_gen: 2.4836795330047607 (2.528675595919291) | > loss_kl: 2.660524845123291 (2.7923293113708496) | > loss_feat: 6.941728591918945 (6.575295646985372) | > loss_mel: 18.0596981048584 (17.488634546597797) | > loss_duration: 2.481281042098999 (2.335096716880799) | > loss_1: 32.62691116333008 (31.72003181775411)  --> STEP: 25 | > loss_disc: 2.529311418533325 (2.3961804866790772) | > loss_disc_real_0: 0.23614585399627686 (0.15916248768568036) | > loss_disc_real_1: 0.30533185601234436 (0.19993623048067094) | > loss_disc_real_2: 0.3161487579345703 (0.2439756977558136) | > loss_disc_real_3: 0.23955653607845306 (0.27501327455043795) | > loss_disc_real_4: 0.26449844241142273 (0.26274476170539857) | > loss_disc_real_5: 0.22075361013412476 (0.249287970662117) | > loss_0: 2.529311418533325 (2.3961804866790772) | > loss_gen: 2.7439022064208984 (2.5372846603393553) | > loss_kl: 2.7613728046417236 (2.7910910511016844) | > loss_feat: 6.402667999267578 (6.56839054107666) | > loss_mel: 14.215142250061035 (17.357694854736327) | > loss_duration: 2.3774266242980957 (2.336789913177491) | > loss_1: 28.500511169433594 (31.59125099182129)  --> STEP: 26 | > loss_disc: 2.6391711235046387 (2.405526280403137) | > loss_disc_real_0: 0.24991461634635925 (0.16265295417262957) | > loss_disc_real_1: 0.21844378113746643 (0.20064805935208613) | > loss_disc_real_2: 0.21782879531383514 (0.24297004766189134) | > loss_disc_real_3: 0.27288711071014404 (0.274931499018119) | > loss_disc_real_4: 0.28835466504096985 (0.2637297579875359) | > loss_disc_real_5: 0.30858370661735535 (0.25156857589116466) | > loss_0: 2.6391711235046387 (2.405526280403137) | > loss_gen: 2.146763563156128 (2.5222646181400004) | > loss_kl: 2.084177255630493 (2.7639020589681773) | > loss_feat: 4.473418712615967 (6.487814701520479) | > loss_mel: 9.101553916931152 (17.04015097251305) | > loss_duration: 2.2941977977752686 (2.3351517548927903) | > loss_1: 20.10011100769043 (31.149284069354717) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024826251543485192 (+5.499216226430943e-05) | > avg_loss_disc: 2.405526280403137 (-0.06607111600729176) | > avg_loss_disc_real_0: 0.16265295417262957 (+0.051567227794573844) | > avg_loss_disc_real_1: 0.20064805935208613 (-0.022442448311127156) | > avg_loss_disc_real_2: 0.24297004766189134 (-0.022476721268433808) | > avg_loss_disc_real_3: 0.274931499018119 (+0.024454637788809297) | > avg_loss_disc_real_4: 0.2637297579875359 (+0.012644631358293412) | > avg_loss_disc_real_5: 0.25156857589116466 (+0.034882344018954514) | > avg_loss_0: 2.405526280403137 (-0.06607111600729176) | > avg_loss_gen: 2.5222646181400004 (+0.17265952550447894) | > avg_loss_kl: 2.7639020589681773 (-0.11309336698972272) | > avg_loss_feat: 6.487814701520479 (-0.4004538609431343) | > avg_loss_mel: 17.04015097251305 (-0.5022249221801793) | > avg_loss_duration: 2.3351517548927903 (-0.009126507318935495) | > avg_loss_1: 31.149284069354717 (-0.8522391686072659)  > EPOCH: 558/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:45:24)   --> TIME: 2024-06-11 15:45:28 -- STEP: 9/330 -- GLOBAL_STEP: 272150 | > loss_disc: 2.3916542530059814 (2.303208933936225) | > loss_disc_real_0: 0.0874350517988205 (0.09642165568139818) | > loss_disc_real_1: 0.21540698409080505 (0.1959814512067371) | > loss_disc_real_2: 0.2307756096124649 (0.20608368350399864) | > loss_disc_real_3: 0.2382209450006485 (0.2232319646411472) | > loss_disc_real_4: 0.24922174215316772 (0.23565500809086692) | > loss_disc_real_5: 0.21268704533576965 (0.2300811062256495) | > loss_0: 2.3916542530059814 (2.303208933936225) | > grad_norm_0: tensor(6.6062, device='cuda:0') (tensor(6.4798, device='cuda:0')) | > loss_gen: 2.4785232543945312 (2.4921074708302817) | > loss_kl: 1.7941160202026367 (1.9475066264470418) | > loss_feat: 6.319622993469238 (6.907171302371555) | > loss_mel: 17.999799728393555 (18.119228574964737) | > loss_duration: 2.091433048248291 (2.127896785736084) | > loss_1: 30.683494567871094 (31.59391106499566) | > grad_norm_1: tensor(61.2663, device='cuda:0') (tensor(72.6433, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.371 (0.3778122001224094) | > loader_time: 0.0029 (0.003299766116672092)  --> TIME: 2024-06-11 15:45:37 -- STEP: 34/330 -- GLOBAL_STEP: 272175 | > loss_disc: 2.3419766426086426 (2.3261933817582974) | > loss_disc_real_0: 0.1248103454709053 (0.10287222266197205) | > loss_disc_real_1: 0.1930801421403885 (0.19524037049097173) | > loss_disc_real_2: 0.1940171867609024 (0.20927883071057937) | > loss_disc_real_3: 0.21556054055690765 (0.22622601950869842) | > loss_disc_real_4: 0.22445614635944366 (0.23040691149585388) | > loss_disc_real_5: 0.2124435305595398 (0.2222041080103201) | > loss_0: 2.3419766426086426 (2.3261933817582974) | > grad_norm_0: tensor(13.5862, device='cuda:0') (tensor(7.8912, device='cuda:0')) | > loss_gen: 2.5386719703674316 (2.505136440781986) | > loss_kl: 2.2172305583953857 (1.9441507178194382) | > loss_feat: 7.665193557739258 (7.008579857209149) | > loss_mel: 17.926990509033203 (17.737201915067786) | > loss_duration: 2.016706705093384 (2.036663465640124) | > loss_1: 32.36479187011719 (31.231732424567728) | > grad_norm_1: tensor(165.8929, device='cuda:0') (tensor(86.7309, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3556 (0.36623378360972686) | > loader_time: 0.0034 (0.0033382738337797277)  --> TIME: 2024-06-11 15:45:47 -- STEP: 59/330 -- GLOBAL_STEP: 272200 | > loss_disc: 2.295208215713501 (2.3294873237609863) | > loss_disc_real_0: 0.12073785066604614 (0.10878295211468712) | > loss_disc_real_1: 0.18782050907611847 (0.19435600254495264) | > loss_disc_real_2: 0.19012698531150818 (0.20998069921792564) | > loss_disc_real_3: 0.21272264420986176 (0.2277367097341408) | > loss_disc_real_4: 0.22069065272808075 (0.22872250186184706) | > loss_disc_real_5: 0.21586288511753082 (0.21900657501261114) | > loss_0: 2.295208215713501 (2.3294873237609863) | > grad_norm_0: tensor(16.1894, device='cuda:0') (tensor(8.7581, device='cuda:0')) | > loss_gen: 2.5133445262908936 (2.488695306293034) | > loss_kl: 1.8832244873046875 (1.9422953957218234) | > loss_feat: 7.425871849060059 (7.005464254799536) | > loss_mel: 17.229942321777344 (17.658552557735124) | > loss_duration: 1.9685039520263672 (2.0138815742428013) | > loss_1: 31.02088737487793 (31.108889078689835) | > grad_norm_1: tensor(229.1864, device='cuda:0') (tensor(101.9842, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3707 (0.36654365264763267) | > loader_time: 0.0033 (0.0034386020595744506)  --> TIME: 2024-06-11 15:45:56 -- STEP: 84/330 -- GLOBAL_STEP: 272225 | > loss_disc: 2.4292054176330566 (2.329828268005734) | > loss_disc_real_0: 0.09142853319644928 (0.10954106128996327) | > loss_disc_real_1: 0.1816059798002243 (0.1946243384764308) | > loss_disc_real_2: 0.20949898660182953 (0.20985803877313933) | > loss_disc_real_3: 0.2381477653980255 (0.22730238185752005) | > loss_disc_real_4: 0.2492111623287201 (0.22976017583693778) | > loss_disc_real_5: 0.24973739683628082 (0.2201157584786415) | > loss_0: 2.4292054176330566 (2.329828268005734) | > grad_norm_0: tensor(7.7878, device='cuda:0') (tensor(8.6320, device='cuda:0')) | > loss_gen: 2.3716013431549072 (2.4944024227914348) | > loss_kl: 1.9758620262145996 (1.954877759729113) | > loss_feat: 6.678244113922119 (7.0757962465286255) | > loss_mel: 17.43878746032715 (17.668448629833403) | > loss_duration: 2.0814623832702637 (2.0068602845782313) | > loss_1: 30.545957565307617 (31.200385275341215) | > grad_norm_1: tensor(74.1990, device='cuda:0') (tensor(102.7432, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3675 (0.36724736576988587) | > loader_time: 0.0039 (0.003539573578607468)  --> TIME: 2024-06-11 15:46:06 -- STEP: 109/330 -- GLOBAL_STEP: 272250 | > loss_disc: 2.3338680267333984 (2.33668384639495) | > loss_disc_real_0: 0.10998967289924622 (0.11119336771582244) | > loss_disc_real_1: 0.19296489655971527 (0.1954524038581673) | > loss_disc_real_2: 0.19925318658351898 (0.2104292287739045) | > loss_disc_real_3: 0.2516431212425232 (0.22707484156713573) | > loss_disc_real_4: 0.21940942108631134 (0.2299822804031022) | > loss_disc_real_5: 0.2342473715543747 (0.22084271935147975) | > loss_0: 2.3338680267333984 (2.33668384639495) | > grad_norm_0: tensor(13.6408, device='cuda:0') (tensor(9.2010, device='cuda:0')) | > loss_gen: 2.5403902530670166 (2.4892404276296625) | > loss_kl: 2.12618350982666 (1.963707806867197) | > loss_feat: 6.807947635650635 (7.035469628255302) | > loss_mel: 17.58308219909668 (17.62213315001321) | > loss_duration: 1.951572060585022 (2.007284781254759) | > loss_1: 31.00917625427246 (31.117835718557377) | > grad_norm_1: tensor(158.9348, device='cuda:0') (tensor(111.4907, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3704 (0.36794859991161116) | > loader_time: 0.0037 (0.003609130141931936)  --> TIME: 2024-06-11 15:46:15 -- STEP: 134/330 -- GLOBAL_STEP: 272275 | > loss_disc: 2.2532548904418945 (2.346015867902272) | > loss_disc_real_0: 0.13192635774612427 (0.11263625918706852) | > loss_disc_real_1: 0.21302193403244019 (0.1968150271186188) | > loss_disc_real_2: 0.20945100486278534 (0.21186282663647807) | > loss_disc_real_3: 0.2159302979707718 (0.22846983506608365) | > loss_disc_real_4: 0.187565878033638 (0.2299262996929795) | > loss_disc_real_5: 0.19576869904994965 (0.22110494281818618) | > loss_0: 2.2532548904418945 (2.346015867902272) | > grad_norm_0: tensor(20.4907, device='cuda:0') (tensor(9.8864, device='cuda:0')) | > loss_gen: 2.499851703643799 (2.4830800188121502) | > loss_kl: 2.017399787902832 (1.9731301941088777) | > loss_feat: 7.399148941040039 (7.01646730081359) | > loss_mel: 17.86220359802246 (17.660840632310553) | > loss_duration: 2.0230016708374023 (2.0112286325710924) | > loss_1: 31.801605224609375 (31.14474663805606) | > grad_norm_1: tensor(234.8543, device='cuda:0') (tensor(119.7518, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3864 (0.369554485847701) | > loader_time: 0.0046 (0.0037052506831154893)  --> TIME: 2024-06-11 15:46:25 -- STEP: 159/330 -- GLOBAL_STEP: 272300 | > loss_disc: 2.2883996963500977 (2.3506283955004226) | > loss_disc_real_0: 0.10772329568862915 (0.11407406824939656) | > loss_disc_real_1: 0.17128731310367584 (0.19684793401814113) | > loss_disc_real_2: 0.2202473282814026 (0.2114236847784534) | > loss_disc_real_3: 0.24847213923931122 (0.22868947684764862) | > loss_disc_real_4: 0.21416151523590088 (0.2298838383746597) | > loss_disc_real_5: 0.21320387721061707 (0.22117456587605505) | > loss_0: 2.2883996963500977 (2.3506283955004226) | > grad_norm_0: tensor(32.4491, device='cuda:0') (tensor(11.0715, device='cuda:0')) | > loss_gen: 2.6547183990478516 (2.478672772833387) | > loss_kl: 2.0570313930511475 (1.9760399914387636) | > loss_feat: 7.579432487487793 (7.019021718007214) | > loss_mel: 17.422748565673828 (17.640312866594808) | > loss_duration: 2.0418429374694824 (2.014603406378308) | > loss_1: 31.755773544311523 (31.12865061729959) | > grad_norm_1: tensor(415.7568, device='cuda:0') (tensor(129.9532, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3842 (0.37272752755842875) | > loader_time: 0.0046 (0.0038639899319822682)  --> TIME: 2024-06-11 15:46:36 -- STEP: 184/330 -- GLOBAL_STEP: 272325 | > loss_disc: 2.440296173095703 (2.353083753067513) | > loss_disc_real_0: 0.15404966473579407 (0.11476541593994784) | > loss_disc_real_1: 0.18262439966201782 (0.19738245358609643) | > loss_disc_real_2: 0.1979486495256424 (0.211384571602811) | > loss_disc_real_3: 0.2585397958755493 (0.22899787743454394) | > loss_disc_real_4: 0.24117319285869598 (0.23004272823100505) | > loss_disc_real_5: 0.2652614116668701 (0.22158081967221654) | > loss_0: 2.440296173095703 (2.353083753067513) | > grad_norm_0: tensor(33.0235, device='cuda:0') (tensor(13.6770, device='cuda:0')) | > loss_gen: 2.6202552318573 (2.480355682580369) | > loss_kl: 2.070000410079956 (1.9773255619017973) | > loss_feat: 6.653004169464111 (7.006271616272304) | > loss_mel: 17.649168014526367 (17.603414919065397) | > loss_duration: 2.061713218688965 (2.02163365483284) | > loss_1: 31.054141998291016 (31.089001303133756) | > grad_norm_1: tensor(97.2341, device='cuda:0') (tensor(153.0901, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.4133 (0.3767711701600448) | > loader_time: 0.0047 (0.003982895094415416)  --> TIME: 2024-06-11 15:46:46 -- STEP: 209/330 -- GLOBAL_STEP: 272350 | > loss_disc: 2.370150566101074 (2.351361044285969) | > loss_disc_real_0: 0.07986830174922943 (0.11539265966158735) | > loss_disc_real_1: 0.21225287020206451 (0.19748084589339907) | > loss_disc_real_2: 0.2049092799425125 (0.21150456946432306) | > loss_disc_real_3: 0.2192647010087967 (0.22887616772115515) | > loss_disc_real_4: 0.17129164934158325 (0.22866436725027822) | > loss_disc_real_5: 0.19958563148975372 (0.22102749561579033) | > loss_0: 2.370150566101074 (2.351361044285969) | > grad_norm_0: tensor(33.2135, device='cuda:0') (tensor(16.1428, device='cuda:0')) | > loss_gen: 2.624746084213257 (2.4884616153662296) | > loss_kl: 1.9669079780578613 (1.9851810538597654) | > loss_feat: 7.2119364738464355 (7.03982656880429) | > loss_mel: 17.73819923400879 (17.591358330831586) | > loss_duration: 2.128485918045044 (2.030113993649277) | > loss_1: 31.670276641845703 (31.13494146611702) | > grad_norm_1: tensor(386.6122, device='cuda:0') (tensor(180.6676, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.3935 (0.3801044927259381) | > loader_time: 0.0052 (0.004102761665599768)  --> TIME: 2024-06-11 15:46:56 -- STEP: 234/330 -- GLOBAL_STEP: 272375 | > loss_disc: 2.4102582931518555 (2.3532591935915805) | > loss_disc_real_0: 0.17047932744026184 (0.11581384247312179) | > loss_disc_real_1: 0.18403179943561554 (0.19782577805284768) | > loss_disc_real_2: 0.19599294662475586 (0.211446159097374) | > loss_disc_real_3: 0.2699788510799408 (0.22942884673929623) | > loss_disc_real_4: 0.2538398206233978 (0.22925338002606335) | > loss_disc_real_5: 0.23761266469955444 (0.22156474032463172) | > loss_0: 2.4102582931518555 (2.3532591935915805) | > grad_norm_0: tensor(60.6102, device='cuda:0') (tensor(18.5128, device='cuda:0')) | > loss_gen: 2.47517728805542 (2.496318112071764) | > loss_kl: 1.8900688886642456 (1.9866389367315505) | > loss_feat: 5.961992263793945 (7.043720273890047) | > loss_mel: 16.60334587097168 (17.554176110487735) | > loss_duration: 2.0991978645324707 (2.038447144703988) | > loss_1: 29.029781341552734 (31.119300475487343) | > grad_norm_1: tensor(123.3258, device='cuda:0') (tensor(204.1772, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.4211 (0.38315977601923495) | > loader_time: 0.005 (0.004217989424355008)  --> TIME: 2024-06-11 15:47:07 -- STEP: 259/330 -- GLOBAL_STEP: 272400 | > loss_disc: 2.3679754734039307 (2.354303848789464) | > loss_disc_real_0: 0.13890597224235535 (0.11711569256994254) | > loss_disc_real_1: 0.19162261486053467 (0.19851970557540546) | > loss_disc_real_2: 0.23918767273426056 (0.21196836049032028) | > loss_disc_real_3: 0.2160099893808365 (0.22911532890612554) | > loss_disc_real_4: 0.18244466185569763 (0.22817447873616312) | > loss_disc_real_5: 0.1960781365633011 (0.22069701051850116) | > loss_0: 2.3679754734039307 (2.354303848789464) | > grad_norm_0: tensor(14.4500, device='cuda:0') (tensor(21.7715, device='cuda:0')) | > loss_gen: 2.688128709793091 (2.499710210041651) | > loss_kl: 2.18795108795166 (1.9865435937196592) | > loss_feat: 7.1537933349609375 (7.051993178584861) | > loss_mel: 17.04216957092285 (17.52740540375582) | > loss_duration: 2.143801689147949 (2.04652542405147) | > loss_1: 31.21584701538086 (31.11217771994101) | > grad_norm_1: tensor(492.2229, device='cuda:0') (tensor(229.3221, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.4222 (0.38723314130628433) | > loader_time: 0.0055 (0.0043491571566312915)  --> TIME: 2024-06-11 15:47:19 -- STEP: 284/330 -- GLOBAL_STEP: 272425 | > loss_disc: 2.2913503646850586 (2.3582507539802857) | > loss_disc_real_0: 0.11957208812236786 (0.11799136693523803) | > loss_disc_real_1: 0.18429520726203918 (0.19905323865757868) | > loss_disc_real_2: 0.19419963657855988 (0.21228342540037465) | > loss_disc_real_3: 0.20542597770690918 (0.229450499455274) | > loss_disc_real_4: 0.2230326533317566 (0.22886227658936675) | > loss_disc_real_5: 0.19557033479213715 (0.22134135180795697) | > loss_0: 2.2913503646850586 (2.3582507539802857) | > grad_norm_0: tensor(12.1627, device='cuda:0') (tensor(22.6771, device='cuda:0')) | > loss_gen: 2.4927480220794678 (2.4963236484729077) | > loss_kl: 2.0545425415039062 (1.992162673825949) | > loss_feat: 7.7781195640563965 (7.05209580945297) | > loss_mel: 16.914873123168945 (17.496892015698943) | > loss_duration: 2.157989740371704 (2.0559848882782634) | > loss_1: 31.398273468017578 (31.09345895471707) | > grad_norm_1: tensor(126.0866, device='cuda:0') (tensor(241.9479, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.4502 (0.39210722899772754) | > loader_time: 0.0067 (0.0045074686198167385)  --> TIME: 2024-06-11 15:47:31 -- STEP: 309/330 -- GLOBAL_STEP: 272450 | > loss_disc: 2.451744556427002 (2.363063279093275) | > loss_disc_real_0: 0.20979586243629456 (0.11965772873664751) | > loss_disc_real_1: 0.25075605511665344 (0.19944274859521) | > loss_disc_real_2: 0.21976275742053986 (0.21245879716086166) | > loss_disc_real_3: 0.2661634683609009 (0.2295345468235633) | > loss_disc_real_4: 0.24367833137512207 (0.22888103368598667) | > loss_disc_real_5: 0.2500521242618561 (0.22120651622034584) | > loss_0: 2.451744556427002 (2.363063279093275) | > grad_norm_0: tensor(50.1441, device='cuda:0') (tensor(22.7798, device='cuda:0')) | > loss_gen: 2.585540771484375 (2.4901166656642295) | > loss_kl: 2.106178045272827 (1.9983706011355502) | > loss_feat: 7.006093978881836 (7.058706019688579) | > loss_mel: 16.59266471862793 (17.455162372403947) | > loss_duration: 2.2440073490142822 (2.067685814737117) | > loss_1: 30.53448486328125 (31.07004140341552) | > grad_norm_1: tensor(370.9127, device='cuda:0') (tensor(241.7434, device='cuda:0')) | > current_lr_0: 0.00018652457630001328 | > current_lr_1: 0.00018652457630001328 | > step_time: 0.5118 (0.39955155209044413) | > loader_time: 0.0077 (0.0046972148240962824)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.393810987472534 (2.393810987472534) | > loss_disc_real_0: 0.1002456322312355 (0.1002456322312355) | > loss_disc_real_1: 0.12758728861808777 (0.12758728861808777) | > loss_disc_real_2: 0.19108273088932037 (0.19108273088932037) | > loss_disc_real_3: 0.23738734424114227 (0.23738734424114227) | > loss_disc_real_4: 0.2602895498275757 (0.2602895498275757) | > loss_disc_real_5: 0.339288592338562 (0.339288592338562) | > loss_0: 2.393810987472534 (2.393810987472534) | > loss_gen: 2.4889004230499268 (2.4889004230499268) | > loss_kl: 2.4831600189208984 (2.4831600189208984) | > loss_feat: 7.20076322555542 (7.20076322555542) | > loss_mel: 17.740392684936523 (17.740392684936523) | > loss_duration: 2.9398066997528076 (2.9398066997528076) | > loss_1: 32.853023529052734 (32.853023529052734)  --> STEP: 1 | > loss_disc: 2.0764834880828857 (2.0764834880828857) | > loss_disc_real_0: 0.07057473808526993 (0.07057473808526993) | > loss_disc_real_1: 0.11616797745227814 (0.11616797745227814) | > loss_disc_real_2: 0.19607599079608917 (0.19607599079608917) | > loss_disc_real_3: 0.21733041107654572 (0.21733041107654572) | > loss_disc_real_4: 0.2261677086353302 (0.2261677086353302) | > loss_disc_real_5: 0.2478247880935669 (0.2478247880935669) | > loss_0: 2.0764834880828857 (2.0764834880828857) | > loss_gen: 2.6234352588653564 (2.6234352588653564) | > loss_kl: 2.1606619358062744 (2.1606619358062744) | > loss_feat: 6.116114616394043 (6.116114616394043) | > loss_mel: 19.61505126953125 (19.61505126953125) | > loss_duration: 2.385866641998291 (2.385866641998291) | > loss_1: 32.90113067626953 (32.90113067626953)  --> STEP: 2 | > loss_disc: 2.280019521713257 (2.1782515048980713) | > loss_disc_real_0: 0.0806848406791687 (0.07562978938221931) | > loss_disc_real_1: 0.11113017797470093 (0.11364907771348953) | > loss_disc_real_2: 0.23800279200077057 (0.21703939139842987) | > loss_disc_real_3: 0.2549119293689728 (0.23612117022275925) | > loss_disc_real_4: 0.2251538634300232 (0.2256607860326767) | > loss_disc_real_5: 0.2162400782108307 (0.2320324331521988) | > loss_0: 2.280019521713257 (2.1782515048980713) | > loss_gen: 2.3007850646972656 (2.462110161781311) | > loss_kl: 2.5600552558898926 (2.3603585958480835) | > loss_feat: 6.787572860717773 (6.451843738555908) | > loss_mel: 18.221776962280273 (18.91841411590576) | > loss_duration: 2.5224852561950684 (2.4541759490966797) | > loss_1: 32.39267349243164 (32.646902084350586)  --> STEP: 3 | > loss_disc: 2.1450862884521484 (2.16719643274943) | > loss_disc_real_0: 0.08994704484939575 (0.08040220787127812) | > loss_disc_real_1: 0.25206470489501953 (0.15978762010733286) | > loss_disc_real_2: 0.209864541888237 (0.21464777489503226) | > loss_disc_real_3: 0.19104279577732086 (0.22109504540761313) | > loss_disc_real_4: 0.2068328559398651 (0.21938480933507284) | > loss_disc_real_5: 0.2549254894256592 (0.23966345191001892) | > loss_0: 2.1450862884521484 (2.16719643274943) | > loss_gen: 2.7302918434143066 (2.551504055658976) | > loss_kl: 3.4869472980499268 (2.7358881632486978) | > loss_feat: 6.417597770690918 (6.440428415934245) | > loss_mel: 17.537675857543945 (18.458168029785156) | > loss_duration: 2.3761966228485107 (2.42818284034729) | > loss_1: 32.548709869384766 (32.61417134602865)  --> STEP: 4 | > loss_disc: 2.496791124343872 (2.2495951056480408) | > loss_disc_real_0: 0.18616056442260742 (0.10684179700911045) | > loss_disc_real_1: 0.14276224374771118 (0.15553127601742744) | > loss_disc_real_2: 0.27182865142822266 (0.22894299402832985) | > loss_disc_real_3: 0.261634886264801 (0.2312300056219101) | > loss_disc_real_4: 0.23727457225322723 (0.22385725006461143) | > loss_disc_real_5: 0.27414074540138245 (0.2482827752828598) | > loss_0: 2.496791124343872 (2.2495951056480408) | > loss_gen: 2.472571611404419 (2.531770944595337) | > loss_kl: 3.7108144760131836 (2.9796197414398193) | > loss_feat: 5.479304313659668 (6.200147390365601) | > loss_mel: 18.717044830322266 (18.522887229919434) | > loss_duration: 2.3295187950134277 (2.4035168290138245) | > loss_1: 32.70925521850586 (32.63794231414795)  --> STEP: 5 | > loss_disc: 2.330876588821411 (2.2658514022827148) | > loss_disc_real_0: 0.12198863923549652 (0.10987116545438766) | > loss_disc_real_1: 0.15424028038978577 (0.15527307689189912) | > loss_disc_real_2: 0.2024095207452774 (0.22363629937171936) | > loss_disc_real_3: 0.27408456802368164 (0.2398009181022644) | > loss_disc_real_4: 0.2497679889202118 (0.22903939783573152) | > loss_disc_real_5: 0.2586122155189514 (0.2503486633300781) | > loss_0: 2.330876588821411 (2.2658514022827148) | > loss_gen: 2.5010664463043213 (2.5256300449371336) | > loss_kl: 2.605882167816162 (2.9048722267150877) | > loss_feat: 5.3444132804870605 (6.029000568389892) | > loss_mel: 18.9974308013916 (18.617795944213867) | > loss_duration: 2.3767576217651367 (2.398164987564087) | > loss_1: 31.825550079345703 (32.4754638671875)  --> STEP: 6 | > loss_disc: 2.329631805419922 (2.2764814694722495) | > loss_disc_real_0: 0.0977688580751419 (0.10785411422451337) | > loss_disc_real_1: 0.1666327863931656 (0.15716636180877686) | > loss_disc_real_2: 0.2363530993461609 (0.22575576603412628) | > loss_disc_real_3: 0.18362297117710114 (0.23043792694807053) | > loss_disc_real_4: 0.21457408368587494 (0.22662851214408875) | > loss_disc_real_5: 0.2651965618133545 (0.25282331307729083) | > loss_0: 2.329631805419922 (2.2764814694722495) | > loss_gen: 2.333554267883301 (2.4936174154281616) | > loss_kl: 2.9958767890930176 (2.920039653778076) | > loss_feat: 6.18958854675293 (6.0557652314503985) | > loss_mel: 18.404560089111328 (18.58225663503011) | > loss_duration: 2.1657204627990723 (2.3594242334365845) | > loss_1: 32.08930206298828 (32.41110356648763)  --> STEP: 7 | > loss_disc: 2.1187422275543213 (2.2539472920554027) | > loss_disc_real_0: 0.10481829941272736 (0.10742042639425822) | > loss_disc_real_1: 0.16548579931259155 (0.15835485288075038) | > loss_disc_real_2: 0.2603491246700287 (0.23069767441068376) | > loss_disc_real_3: 0.25313544273376465 (0.2336804292031697) | > loss_disc_real_4: 0.2017446756362915 (0.22307367835726058) | > loss_disc_real_5: 0.2231530398130417 (0.24858470261096954) | > loss_0: 2.1187422275543213 (2.2539472920554027) | > loss_gen: 2.7174859046936035 (2.5255986281803677) | > loss_kl: 3.8997344970703125 (3.0599960599626814) | > loss_feat: 6.076282501220703 (6.058696269989014) | > loss_mel: 19.121553421020508 (18.659299033028738) | > loss_duration: 2.536552906036377 (2.384728329522269) | > loss_1: 34.35160827636719 (32.68831852504185)  --> STEP: 8 | > loss_disc: 2.3514037132263184 (2.266129344701767) | > loss_disc_real_0: 0.14638084173202515 (0.11229047831147909) | > loss_disc_real_1: 0.08874120563268661 (0.1496531469747424) | > loss_disc_real_2: 0.17794542014598846 (0.22410364262759686) | > loss_disc_real_3: 0.2442786544561386 (0.2350052073597908) | > loss_disc_real_4: 0.19912376999855042 (0.2200799398124218) | > loss_disc_real_5: 0.21541734039783478 (0.2444387823343277) | > loss_0: 2.3514037132263184 (2.266129344701767) | > loss_gen: 2.2735159397125244 (2.494088292121887) | > loss_kl: 2.964442253112793 (3.0480518341064453) | > loss_feat: 10.24325942993164 (6.581766664981842) | > loss_mel: 17.587087631225586 (18.525272607803345) | > loss_duration: 2.262063503265381 (2.369395226240158) | > loss_1: 35.33036804199219 (33.018574714660645)  --> STEP: 9 | > loss_disc: 2.580683946609497 (2.301079856024848) | > loss_disc_real_0: 0.13305701315402985 (0.1145978710717625) | > loss_disc_real_1: 0.11457157880067825 (0.14575519495540196) | > loss_disc_real_2: 0.23266732692718506 (0.2250551631053289) | > loss_disc_real_3: 0.17916399240493774 (0.22880062792036268) | > loss_disc_real_4: 0.2684473693370819 (0.22545409864849514) | > loss_disc_real_5: 0.20837463438510895 (0.2404316547844145) | > loss_0: 2.580683946609497 (2.301079856024848) | > loss_gen: 2.2184786796569824 (2.463465001848009) | > loss_kl: 2.21581768989563 (2.955581373638577) | > loss_feat: 12.00243854522705 (7.184063540564643) | > loss_mel: 19.44114112854004 (18.62703577677409) | > loss_duration: 2.144648551940918 (2.3444233735402427) | > loss_1: 38.022525787353516 (33.57456927829318)  --> STEP: 10 | > loss_disc: 2.573820114135742 (2.3283538818359375) | > loss_disc_real_0: 0.17178621888160706 (0.12031670585274697) | > loss_disc_real_1: 0.22107064723968506 (0.15328674018383026) | > loss_disc_real_2: 0.2805526554584503 (0.230604912340641) | > loss_disc_real_3: 0.25247853994369507 (0.23116841912269592) | > loss_disc_real_4: 0.24216753244400024 (0.22712544202804566) | > loss_disc_real_5: 0.33824869990348816 (0.2502133592963219) | > loss_0: 2.573820114135742 (2.3283538818359375) | > loss_gen: 2.5436573028564453 (2.4714842319488524) | > loss_kl: 2.6144795417785645 (2.921471190452576) | > loss_feat: 6.596521377563477 (7.125309324264526) | > loss_mel: 18.06610107421875 (18.570942306518553) | > loss_duration: 2.327575445175171 (2.3427385807037355) | > loss_1: 32.14833450317383 (33.43194580078125)  --> STEP: 11 | > loss_disc: 2.5068581104278564 (2.3445815389806572) | > loss_disc_real_0: 0.15695232152938843 (0.12364721636880528) | > loss_disc_real_1: 0.12055269628763199 (0.1503109180114486) | > loss_disc_real_2: 0.19589728116989136 (0.22744967314330014) | > loss_disc_real_3: 0.2726301848888397 (0.23493767055598172) | > loss_disc_real_4: 0.2618006467819214 (0.2302777333693071) | > loss_disc_real_5: 0.30433833599090576 (0.25513381172310223) | > loss_0: 2.5068581104278564 (2.3445815389806572) | > loss_gen: 2.223339319229126 (2.4489256035197866) | > loss_kl: 4.019371032714844 (3.0212802670218726) | > loss_feat: 6.317578315734863 (7.051879232580012) | > loss_mel: 18.635826110839844 (18.576840834184125) | > loss_duration: 2.443593978881836 (2.351907253265381) | > loss_1: 33.63970947265625 (33.45083340731534)  --> STEP: 12 | > loss_disc: 2.317253351211548 (2.3423041899998984) | > loss_disc_real_0: 0.08380353450775146 (0.12032690954705079) | > loss_disc_real_1: 0.1340285837650299 (0.14895405682424703) | > loss_disc_real_2: 0.19234474003314972 (0.2245242620507876) | > loss_disc_real_3: 0.2225918024778366 (0.2339088482161363) | > loss_disc_real_4: 0.2343403697013855 (0.23061628639698029) | > loss_disc_real_5: 0.30044811964035034 (0.25891000404953957) | > loss_0: 2.317253351211548 (2.3423041899998984) | > loss_gen: 2.4565048217773438 (2.4495572050412497) | > loss_kl: 2.0192010402679443 (2.937773664792379) | > loss_feat: 6.975322723388672 (7.045499523480733) | > loss_mel: 19.23792266845703 (18.631930987040203) | > loss_duration: 2.2951714992523193 (2.3471792737642923) | > loss_1: 32.98412322998047 (33.41194089253744)  --> STEP: 13 | > loss_disc: 2.4498844146728516 (2.3505795918978176) | > loss_disc_real_0: 0.16482028365135193 (0.1237494767858432) | > loss_disc_real_1: 0.19554543495178223 (0.1525380089879036) | > loss_disc_real_2: 0.22791394591331482 (0.2247850069632897) | > loss_disc_real_3: 0.24452991783618927 (0.23472585357152498) | > loss_disc_real_4: 0.18435390293598175 (0.227057641515365) | > loss_disc_real_5: 0.22470654547214508 (0.25627896877435535) | > loss_0: 2.4498844146728516 (2.3505795918978176) | > loss_gen: 2.169841766357422 (2.428040632834801) | > loss_kl: 3.0703952312469482 (2.9479753237504225) | > loss_feat: 5.77638053894043 (6.947874986208403) | > loss_mel: 15.467694282531738 (18.388528163616474) | > loss_duration: 2.2217984199523926 (2.3375345927018385) | > loss_1: 28.70611000061035 (33.04995390085074)  --> STEP: 14 | > loss_disc: 2.5065131187438965 (2.361717700958252) | > loss_disc_real_0: 0.16681645810604095 (0.1268256897372859) | > loss_disc_real_1: 0.12547075748443604 (0.15060463388051307) | > loss_disc_real_2: 0.30067357420921326 (0.2302056189094271) | > loss_disc_real_3: 0.3046780228614807 (0.23972243709223612) | > loss_disc_real_4: 0.2088129073381424 (0.22575444621699198) | > loss_disc_real_5: 0.2716449201107025 (0.25737653672695154) | > loss_0: 2.5065131187438965 (2.361717700958252) | > loss_gen: 2.405163288116455 (2.426406536783491) | > loss_kl: 3.3909006118774414 (2.9796128443309238) | > loss_feat: 6.219995021820068 (6.895883560180664) | > loss_mel: 18.474733352661133 (18.394685677119664) | > loss_duration: 2.4478213787078857 (2.345412220273699) | > loss_1: 32.93861389160156 (33.04200104304722)  --> STEP: 15 | > loss_disc: 2.263922691345215 (2.355198033650716) | > loss_disc_real_0: 0.10812591016292572 (0.12557903776566187) | > loss_disc_real_1: 0.1655881404876709 (0.15160353432099025) | > loss_disc_real_2: 0.2240748405456543 (0.22979690035184225) | > loss_disc_real_3: 0.21857629716396332 (0.23831269443035125) | > loss_disc_real_4: 0.1953255832195282 (0.22372585535049438) | > loss_disc_real_5: 0.2027236521244049 (0.25373301108678176) | > loss_0: 2.263922691345215 (2.355198033650716) | > loss_gen: 2.4033446311950684 (2.4248690764109293) | > loss_kl: 2.9818763732910156 (2.9797637462615967) | > loss_feat: 8.529732704162598 (7.004806836446126) | > loss_mel: 18.316547393798828 (18.38947645823161) | > loss_duration: 2.351706027984619 (2.345831807454427) | > loss_1: 34.58320617675781 (33.144748051961265)  --> STEP: 16 | > loss_disc: 2.5443577766418457 (2.3670205175876617) | > loss_disc_real_0: 0.171593576669693 (0.12845494644716382) | > loss_disc_real_1: 0.21318818628787994 (0.15545257506892085) | > loss_disc_real_2: 0.28507065773010254 (0.2332515101879835) | > loss_disc_real_3: 0.380242258310318 (0.24718329217284918) | > loss_disc_real_4: 0.24799752235412598 (0.22524283453822136) | > loss_disc_real_5: 0.21183162927627563 (0.2511141747236251) | > loss_0: 2.5443577766418457 (2.3670205175876617) | > loss_gen: 2.5086357593536377 (2.4301044940948486) | > loss_kl: 2.9536375999450684 (2.9781308621168137) | > loss_feat: 7.828188896179199 (7.056268215179443) | > loss_mel: 16.434036254882812 (18.26726144552231) | > loss_duration: 2.3446438312530518 (2.345757558941841) | > loss_1: 32.06914138793945 (33.0775226354599)  --> STEP: 17 | > loss_disc: 2.6903328895568848 (2.3860388924093807) | > loss_disc_real_0: 0.15660816431045532 (0.13011101808618097) | > loss_disc_real_1: 0.17477017641067505 (0.15658890455961227) | > loss_disc_real_2: 0.28467634320259094 (0.23627650036531336) | > loss_disc_real_3: 0.28756946325302124 (0.24955894929521225) | > loss_disc_real_4: 0.3514115512371063 (0.23266452375580282) | > loss_disc_real_5: 0.4323238730430603 (0.2617735687424154) | > loss_0: 2.6903328895568848 (2.3860388924093807) | > loss_gen: 2.7313737869262695 (2.447826217202579) | > loss_kl: 2.8512377738952637 (2.970666562809664) | > loss_feat: 7.548502445220947 (7.085223169887767) | > loss_mel: 18.3498592376709 (18.272120139178107) | > loss_duration: 2.4457106590270996 (2.3516371530645035) | > loss_1: 33.92668151855469 (33.127473157994885)  --> STEP: 18 | > loss_disc: 2.273559093475342 (2.379790014690823) | > loss_disc_real_0: 0.17612725496292114 (0.13266747569044432) | > loss_disc_real_1: 0.11247612535953522 (0.15413819460405243) | > loss_disc_real_2: 0.18419554829597473 (0.23338311413923898) | > loss_disc_real_3: 0.23127993941307068 (0.24854344874620438) | > loss_disc_real_4: 0.14605450630187988 (0.22785285611947378) | > loss_disc_real_5: 0.18521367013454437 (0.2575202410419781) | > loss_0: 2.273559093475342 (2.379790014690823) | > loss_gen: 2.554041862487793 (2.4537270863850913) | > loss_kl: 3.3693108558654785 (2.992813467979431) | > loss_feat: 10.999415397644043 (7.302678293652004) | > loss_mel: 17.929319381713867 (18.253075652652317) | > loss_duration: 2.2567639350891113 (2.3463664187325373) | > loss_1: 37.10885238647461 (33.34866089291043)  --> STEP: 19 | > loss_disc: 2.666790723800659 (2.394895315170288) | > loss_disc_real_0: 0.27337679266929626 (0.14007322921564705) | > loss_disc_real_1: 0.2101830393075943 (0.1570879232726599) | > loss_disc_real_2: 0.21185511350631714 (0.23225006147434837) | > loss_disc_real_3: 0.21357274055480957 (0.2467028851571836) | > loss_disc_real_4: 0.22455891966819763 (0.22767949104309082) | > loss_disc_real_5: 0.26011785864830017 (0.2576569577581003) | > loss_0: 2.666790723800659 (2.394895315170288) | > loss_gen: 2.192492723464966 (2.4399779093892953) | > loss_kl: 2.012091875076294 (2.9411965420371606) | > loss_feat: 6.6027045249938965 (7.265837568985789) | > loss_mel: 15.854175567626953 (18.126817753440456) | > loss_duration: 2.2941062450408936 (2.343615883275082) | > loss_1: 28.955570220947266 (33.11744559438605)  --> STEP: 20 | > loss_disc: 2.551590919494629 (2.402730095386505) | > loss_disc_real_0: 0.25067758560180664 (0.14560344703495504) | > loss_disc_real_1: 0.11052385717630386 (0.1547597199678421) | > loss_disc_real_2: 0.2453603595495224 (0.23290557637810708) | > loss_disc_real_3: 0.24254131317138672 (0.24649480655789374) | > loss_disc_real_4: 0.23723940551280975 (0.22815748676657677) | > loss_disc_real_5: 0.3195226788520813 (0.2607502438127994) | > loss_0: 2.551590919494629 (2.402730095386505) | > loss_gen: 2.405235528945923 (2.4382407903671264) | > loss_kl: 2.16628098487854 (2.9024507641792296) | > loss_feat: 7.111378192901611 (7.25811460018158) | > loss_mel: 19.366703033447266 (18.188812017440796) | > loss_duration: 2.3019444942474365 (2.3415323138237) | > loss_1: 33.35154342651367 (33.12915048599243)  --> STEP: 21 | > loss_disc: 2.526442289352417 (2.408621152242025) | > loss_disc_real_0: 0.14942538738250732 (0.1457854441943623) | > loss_disc_real_1: 0.21618255972862244 (0.15768461709930784) | > loss_disc_real_2: 0.3158418834209442 (0.2368549243325279) | > loss_disc_real_3: 0.27036958932876587 (0.24763170097555434) | > loss_disc_real_4: 0.24749138951301575 (0.2290781488021215) | > loss_disc_real_5: 0.2689296007156372 (0.2611397369986488) | > loss_0: 2.526442289352417 (2.408621152242025) | > loss_gen: 2.4089953899383545 (2.4368481522514704) | > loss_kl: 1.9730249643325806 (2.8581923927579607) | > loss_feat: 3.9493401050567627 (7.100553909937541) | > loss_mel: 16.282854080200195 (18.098052115667436) | > loss_duration: 2.165621280670166 (2.3331555979592458) | > loss_1: 26.779834747314453 (32.82680211748396)  --> STEP: 22 | > loss_disc: 2.431286573410034 (2.4096513986587524) | > loss_disc_real_0: 0.15782761573791504 (0.14633281562816014) | > loss_disc_real_1: 0.23052316904067993 (0.1609954603693702) | > loss_disc_real_2: 0.19881068170070648 (0.235125640576536) | > loss_disc_real_3: 0.20314601063728333 (0.24560962414199655) | > loss_disc_real_4: 0.21022874116897583 (0.2282213575460694) | > loss_disc_real_5: 0.17851433157920837 (0.2573840367523106) | > loss_0: 2.431286573410034 (2.4096513986587524) | > loss_gen: 2.434399366378784 (2.436736843802712) | > loss_kl: 2.4394261837005615 (2.8391575650735335) | > loss_feat: 6.4596757888793945 (7.07142308625308) | > loss_mel: 15.34929084777832 (17.973108421672478) | > loss_duration: 2.202755928039551 (2.327228340235623) | > loss_1: 28.885547637939453 (32.64765418659557)  --> STEP: 23 | > loss_disc: 2.717709541320801 (2.4230452309484067) | > loss_disc_real_0: 0.22828303277492523 (0.1498958685475847) | > loss_disc_real_1: 0.21359530091285706 (0.16328240995821747) | > loss_disc_real_2: 0.2666955888271332 (0.23649824702221414) | > loss_disc_real_3: 0.27889499068260193 (0.2470568139915881) | > loss_disc_real_4: 0.2346300333738327 (0.22849999562553738) | > loss_disc_real_5: 0.28161025047302246 (0.25843735039234156) | > loss_0: 2.717709541320801 (2.4230452309484067) | > loss_gen: 2.249706745147705 (2.4286051003829288) | > loss_kl: 1.8973870277404785 (2.798211019972096) | > loss_feat: 4.939080715179443 (6.9787125483803125) | > loss_mel: 16.409727096557617 (17.90513532058053) | > loss_duration: 2.2226572036743164 (2.3226817690807837) | > loss_1: 27.71855926513672 (32.43334571174953)  --> STEP: 24 | > loss_disc: 2.412081718444824 (2.422588417927424) | > loss_disc_real_0: 0.17075476050376892 (0.15076498904575902) | > loss_disc_real_1: 0.21023371815681458 (0.16523871446649235) | > loss_disc_real_2: 0.23525381088256836 (0.23644639551639557) | > loss_disc_real_3: 0.21356996893882751 (0.2456615287810564) | > loss_disc_real_4: 0.19498774409294128 (0.2271036518116792) | > loss_disc_real_5: 0.21554060280323029 (0.2566499859094619) | > loss_0: 2.412081718444824 (2.422588417927424) | > loss_gen: 2.4200456142425537 (2.4282484551270795) | > loss_kl: 2.201390504837036 (2.7733434985081353) | > loss_feat: 7.471314430236816 (6.999237626791) | > loss_mel: 18.276748657226562 (17.920619209607448) | > loss_duration: 2.4083800315856934 (2.3262525300184884) | > loss_1: 32.77787780761719 (32.44770121574402)  --> STEP: 25 | > loss_disc: 2.431415319442749 (2.422941493988037) | > loss_disc_real_0: 0.18396390974521637 (0.1520929458737373) | > loss_disc_real_1: 0.22310586273670197 (0.1675534003973007) | > loss_disc_real_2: 0.25472384691238403 (0.2371774935722351) | > loss_disc_real_3: 0.1925128847360611 (0.2435355830192566) | > loss_disc_real_4: 0.18608655035495758 (0.22546296775341035) | > loss_disc_real_5: 0.24322398006916046 (0.25611294567584986) | > loss_0: 2.431415319442749 (2.422941493988037) | > loss_gen: 2.4447460174560547 (2.4289083576202386) | > loss_kl: 2.3604986667633057 (2.756829705238342) | > loss_feat: 6.628617286682129 (6.984412813186646) | > loss_mel: 16.54620361328125 (17.8656425857544) | > loss_duration: 2.3646974563598633 (2.3277903270721434) | > loss_1: 30.344764709472656 (32.36358375549317)  --> STEP: 26 | > loss_disc: 2.3278918266296387 (2.419285737551175) | > loss_disc_real_0: 0.10701258480548859 (0.15035908583265084) | > loss_disc_real_1: 0.0767449215054512 (0.16406076659376806) | > loss_disc_real_2: 0.09065068513154984 (0.2315418470937472) | > loss_disc_real_3: 0.177983358502388 (0.24101434361476165) | > loss_disc_real_4: 0.15669596195220947 (0.22281808291490263) | > loss_disc_real_5: 0.1364719122648239 (0.25151136746773345) | > loss_0: 2.3278918266296387 (2.419285737551175) | > loss_gen: 2.063218116760254 (2.414843348356393) | > loss_kl: 2.525097370147705 (2.7479169231194716) | > loss_feat: 13.741345405578613 (7.244294835970952) | > loss_mel: 21.62503433227539 (18.01023457600521) | > loss_duration: 2.256706953048706 (2.325056351148165) | > loss_1: 42.211402893066406 (32.74234603001521) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023951530456542973 (-8.747210869422192e-05) | > avg_loss_disc: 2.419285737551175 (+0.013759457148037946) | > avg_loss_disc_real_0: 0.15035908583265084 (-0.012293868339978725) | > avg_loss_disc_real_1: 0.16406076659376806 (-0.03658729275831807) | > avg_loss_disc_real_2: 0.2315418470937472 (-0.011428200568144142) | > avg_loss_disc_real_3: 0.24101434361476165 (-0.033917155403357324) | > avg_loss_disc_real_4: 0.22281808291490263 (-0.04091167507263327) | > avg_loss_disc_real_5: 0.25151136746773345 (-5.72084234312098e-05) | > avg_loss_0: 2.419285737551175 (+0.013759457148037946) | > avg_loss_gen: 2.414843348356393 (-0.10742126978360744) | > avg_loss_kl: 2.7479169231194716 (-0.015985135848705756) | > avg_loss_feat: 7.244294835970952 (+0.7564801344504728) | > avg_loss_mel: 18.01023457600521 (+0.97008360349216) | > avg_loss_duration: 2.325056351148165 (-0.010095403744625475) | > avg_loss_1: 32.74234603001521 (+1.5930619606604957)  > EPOCH: 559/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:48:02)   --> TIME: 2024-06-11 15:48:05 -- STEP: 4/330 -- GLOBAL_STEP: 272475 | > loss_disc: 2.2591023445129395 (2.332562565803528) | > loss_disc_real_0: 0.12154744565486908 (0.10552217438817024) | > loss_disc_real_1: 0.23560947179794312 (0.2232976295053959) | > loss_disc_real_2: 0.19042298197746277 (0.240309689193964) | > loss_disc_real_3: 0.20471729338169098 (0.2231559008359909) | > loss_disc_real_4: 0.21509714424610138 (0.21797695383429527) | > loss_disc_real_5: 0.20549552142620087 (0.21638940274715424) | > loss_0: 2.2591023445129395 (2.332562565803528) | > grad_norm_0: tensor(15.6046, device='cuda:0') (tensor(10.5620, device='cuda:0')) | > loss_gen: 2.555172920227051 (2.5342376828193665) | > loss_kl: 1.7906217575073242 (1.9245175123214722) | > loss_feat: 7.065143585205078 (6.772869229316711) | > loss_mel: 17.70558738708496 (17.85923147201538) | > loss_duration: 2.157564163208008 (2.1882097125053406) | > loss_1: 31.27408790588379 (31.279064178466797) | > grad_norm_1: tensor(53.0412, device='cuda:0') (tensor(106.3906, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3532 (0.38584476709365845) | > loader_time: 0.0033 (0.0031744837760925293)  --> TIME: 2024-06-11 15:48:14 -- STEP: 29/330 -- GLOBAL_STEP: 272500 | > loss_disc: 2.3355119228363037 (2.3384948516714172) | > loss_disc_real_0: 0.11470133066177368 (0.1062546272216172) | > loss_disc_real_1: 0.2099013328552246 (0.20267603572072654) | > loss_disc_real_2: 0.21219007670879364 (0.21081859078900567) | > loss_disc_real_3: 0.2246849089860916 (0.22552064318081427) | > loss_disc_real_4: 0.21638807654380798 (0.23102697216231247) | > loss_disc_real_5: 0.24223507940769196 (0.22075540803629776) | > loss_0: 2.3355119228363037 (2.3384948516714172) | > grad_norm_0: tensor(12.8771, device='cuda:0') (tensor(9.4270, device='cuda:0')) | > loss_gen: 2.537020683288574 (2.510406864100489) | > loss_kl: 1.7483221292495728 (1.9079937112742458) | > loss_feat: 7.2365336418151855 (6.979979646616969) | > loss_mel: 17.538936614990234 (17.819897026851258) | > loss_duration: 2.022522449493408 (2.0462947590597746) | > loss_1: 31.083335876464844 (31.264571617389546) | > grad_norm_1: tensor(242.0187, device='cuda:0') (tensor(111.8664, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3741 (0.36592940626473264) | > loader_time: 0.003 (0.0032280724624107623) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_272500.pth  --> TIME: 2024-06-11 15:48:29 -- STEP: 54/330 -- GLOBAL_STEP: 272525 | > loss_disc: 2.336174488067627 (2.343958143834715) | > loss_disc_real_0: 0.13354676961898804 (0.10819338896760235) | > loss_disc_real_1: 0.22092992067337036 (0.20129327255266685) | > loss_disc_real_2: 0.21607431769371033 (0.21128788976757615) | > loss_disc_real_3: 0.24150747060775757 (0.22763128413094413) | > loss_disc_real_4: 0.2248256802558899 (0.23040216940420646) | > loss_disc_real_5: 0.19278369843959808 (0.21996919231282341) | > loss_0: 2.336174488067627 (2.343958143834715) | > grad_norm_0: tensor(7.2168, device='cuda:0') (tensor(10.9808, device='cuda:0')) | > loss_gen: 2.5988473892211914 (2.5056905172489308) | > loss_kl: 1.9677951335906982 (1.9364399402229875) | > loss_feat: 7.639479160308838 (7.006404311568649) | > loss_mel: 17.98907470703125 (17.79579890215838) | > loss_duration: 1.9900822639465332 (2.0216480670151893) | > loss_1: 32.18527603149414 (31.26598142694544) | > grad_norm_1: tensor(98.0947, device='cuda:0') (tensor(135.5574, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.353 (0.3673839171727498) | > loader_time: 0.0056 (0.0033684218371355973)  --> TIME: 2024-06-11 15:48:38 -- STEP: 79/330 -- GLOBAL_STEP: 272550 | > loss_disc: 2.3803870677948 (2.3439946687674227) | > loss_disc_real_0: 0.10992207378149033 (0.10905132046605967) | > loss_disc_real_1: 0.19236759841442108 (0.2001503634301922) | > loss_disc_real_2: 0.20561856031417847 (0.21238681900350354) | > loss_disc_real_3: 0.22972166538238525 (0.22893353334710567) | > loss_disc_real_4: 0.2073841691017151 (0.23011141940008237) | > loss_disc_real_5: 0.19369357824325562 (0.21894789458830147) | > loss_0: 2.3803870677948 (2.3439946687674227) | > grad_norm_0: tensor(5.1536, device='cuda:0') (tensor(12.5228, device='cuda:0')) | > loss_gen: 2.4969234466552734 (2.5041160191161715) | > loss_kl: 1.709423303604126 (1.9422194610668133) | > loss_feat: 7.2208333015441895 (7.056213662594179) | > loss_mel: 18.772708892822266 (17.84059027176869) | > loss_duration: 1.9796637296676636 (2.0120670146579984) | > loss_1: 32.17955017089844 (31.35520613948001) | > grad_norm_1: tensor(64.1710, device='cuda:0') (tensor(159.4144, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3581 (0.3668470443049565) | > loader_time: 0.0036 (0.0034911994692645495)  --> TIME: 2024-06-11 15:48:48 -- STEP: 104/330 -- GLOBAL_STEP: 272575 | > loss_disc: 2.3059844970703125 (2.347325907303738) | > loss_disc_real_0: 0.10580150038003922 (0.11113064263302547) | > loss_disc_real_1: 0.20597192645072937 (0.20045400797747648) | > loss_disc_real_2: 0.19770458340644836 (0.21227240619751123) | > loss_disc_real_3: 0.2532172203063965 (0.2291003063034553) | > loss_disc_real_4: 0.23911356925964355 (0.22953754548843092) | > loss_disc_real_5: 0.24101999402046204 (0.2194391913138903) | > loss_0: 2.3059844970703125 (2.347325907303738) | > grad_norm_0: tensor(26.3198, device='cuda:0') (tensor(12.8628, device='cuda:0')) | > loss_gen: 2.6187798976898193 (2.4967111968077145) | > loss_kl: 1.9229682683944702 (1.9531820714473724) | > loss_feat: 7.332596778869629 (7.0498606608464165) | > loss_mel: 17.209705352783203 (17.7844177209414) | > loss_duration: 2.051405906677246 (2.012458173128274) | > loss_1: 31.135456085205078 (31.29662957558265) | > grad_norm_1: tensor(402.8347, device='cuda:0') (tensor(166.2966, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3696 (0.37099383427546584) | > loader_time: 0.0039 (0.0035736927619347205)  --> TIME: 2024-06-11 15:48:57 -- STEP: 129/330 -- GLOBAL_STEP: 272600 | > loss_disc: 2.428065061569214 (2.353578935297886) | > loss_disc_real_0: 0.11781282722949982 (0.11191047023433123) | > loss_disc_real_1: 0.2005094736814499 (0.201533031902572) | > loss_disc_real_2: 0.2145206332206726 (0.21244019963020502) | > loss_disc_real_3: 0.2556322515010834 (0.22932664264542188) | > loss_disc_real_4: 0.24943169951438904 (0.22885028486566025) | > loss_disc_real_5: 0.25397226214408875 (0.21986264591069185) | > loss_0: 2.428065061569214 (2.353578935297886) | > grad_norm_0: tensor(9.3014, device='cuda:0') (tensor(14.6161, device='cuda:0')) | > loss_gen: 2.5723843574523926 (2.501986867697664) | > loss_kl: 1.9645302295684814 (1.9545101851455926) | > loss_feat: 6.462276935577393 (7.0415159085000205) | > loss_mel: 17.832609176635742 (17.787054801172065) | > loss_duration: 1.9834060668945312 (2.0140946780064293) | > loss_1: 30.81520652770996 (31.299162236295004) | > grad_norm_1: tensor(71.7406, device='cuda:0') (tensor(182.6811, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3977 (0.37236186885094463) | > loader_time: 0.004 (0.0036669701568840087)  --> TIME: 2024-06-11 15:49:07 -- STEP: 154/330 -- GLOBAL_STEP: 272625 | > loss_disc: 2.401101589202881 (2.358309237987965) | > loss_disc_real_0: 0.10363493114709854 (0.1135073880386817) | > loss_disc_real_1: 0.2239234298467636 (0.20139564573764795) | > loss_disc_real_2: 0.2168744057416916 (0.21186336739496747) | > loss_disc_real_3: 0.2606021761894226 (0.22953774286555007) | > loss_disc_real_4: 0.22928252816200256 (0.229932206211152) | > loss_disc_real_5: 0.2518463134765625 (0.22110385283247216) | > loss_0: 2.401101589202881 (2.358309237987965) | > grad_norm_0: tensor(3.9900, device='cuda:0') (tensor(15.2284, device='cuda:0')) | > loss_gen: 2.6986470222473145 (2.497900315693447) | > loss_kl: 1.9800235033035278 (1.9507676889370014) | > loss_feat: 7.647444248199463 (7.020632489935144) | > loss_mel: 18.08791732788086 (17.780845666860603) | > loss_duration: 2.010983943939209 (2.016838851687194) | > loss_1: 32.42501449584961 (31.26698480333601) | > grad_norm_1: tensor(86.6547, device='cuda:0') (tensor(193.1074, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3749 (0.3738190075019737) | > loader_time: 0.004 (0.003758514082276976)  --> TIME: 2024-06-11 15:49:17 -- STEP: 179/330 -- GLOBAL_STEP: 272650 | > loss_disc: 2.4556708335876465 (2.361944928515558) | > loss_disc_real_0: 0.0894249826669693 (0.11485074593701176) | > loss_disc_real_1: 0.18421798944473267 (0.2011702541032983) | > loss_disc_real_2: 0.18966364860534668 (0.21154310625025677) | > loss_disc_real_3: 0.23863591253757477 (0.22983240223796675) | > loss_disc_real_4: 0.24733826518058777 (0.23075070635899486) | > loss_disc_real_5: 0.24336469173431396 (0.22166703691362669) | > loss_0: 2.4556708335876465 (2.361944928515558) | > grad_norm_0: tensor(9.8057, device='cuda:0') (tensor(15.5140, device='cuda:0')) | > loss_gen: 2.376715660095215 (2.491666877735928) | > loss_kl: 2.030780792236328 (1.958969408573385) | > loss_feat: 7.088798522949219 (7.009603148732105) | > loss_mel: 17.62860679626465 (17.74496115785737) | > loss_duration: 2.0746490955352783 (2.0228152215147803) | > loss_1: 31.19955062866211 (31.22801563326873) | > grad_norm_1: tensor(75.7860, device='cuda:0') (tensor(191.9253, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.3836 (0.37638770801394994) | > loader_time: 0.0044 (0.0038599301982858328)  --> TIME: 2024-06-11 15:49:27 -- STEP: 204/330 -- GLOBAL_STEP: 272675 | > loss_disc: 2.4502339363098145 (2.3630620346349835) | > loss_disc_real_0: 0.1823161542415619 (0.11691935451737806) | > loss_disc_real_1: 0.1582678258419037 (0.20062625145210938) | > loss_disc_real_2: 0.21572892367839813 (0.21184454997088392) | > loss_disc_real_3: 0.2182939499616623 (0.229619246487524) | > loss_disc_real_4: 0.24710330367088318 (0.23036819477291667) | > loss_disc_real_5: 0.2448919266462326 (0.22185128079909905) | > loss_0: 2.4502339363098145 (2.3630620346349835) | > grad_norm_0: tensor(53.8947, device='cuda:0') (tensor(18.8639, device='cuda:0')) | > loss_gen: 2.454902172088623 (2.4935107196078587) | > loss_kl: 2.1009275913238525 (1.962483342371735) | > loss_feat: 7.521145820617676 (7.0161117829528505) | > loss_mel: 17.7580509185791 (17.721483006196856) | > loss_duration: 2.0298776626586914 (2.030471004107418) | > loss_1: 31.86490249633789 (31.22405970330332) | > grad_norm_1: tensor(351.9108, device='cuda:0') (tensor(211.4882, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.4084 (0.3794040072198006) | > loader_time: 0.0054 (0.003993553273818073)  --> TIME: 2024-06-11 15:49:38 -- STEP: 229/330 -- GLOBAL_STEP: 272700 | > loss_disc: 2.2837789058685303 (2.362532567769681) | > loss_disc_real_0: 0.09001900255680084 (0.11566244919812836) | > loss_disc_real_1: 0.2274012714624405 (0.2009938455565007) | > loss_disc_real_2: 0.20681655406951904 (0.21222251237219594) | > loss_disc_real_3: 0.23010200262069702 (0.2296027571093047) | > loss_disc_real_4: 0.20902425050735474 (0.2300121011822505) | > loss_disc_real_5: 0.20843307673931122 (0.22212143450584995) | > loss_0: 2.2837789058685303 (2.362532567769681) | > grad_norm_0: tensor(12.1975, device='cuda:0') (tensor(20.0190, device='cuda:0')) | > loss_gen: 2.5155014991760254 (2.498583034656975) | > loss_kl: 2.001126527786255 (1.9643980863312966) | > loss_feat: 6.830621242523193 (7.026512283425144) | > loss_mel: 17.567556381225586 (17.668599982449056) | > loss_duration: 2.1472296714782715 (2.038835092923524) | > loss_1: 31.062034606933594 (31.196928349124292) | > grad_norm_1: tensor(360.3284, device='cuda:0') (tensor(226.7154, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.4135 (0.38290683463150743) | > loader_time: 0.0049 (0.004122903773878341)  --> TIME: 2024-06-11 15:49:49 -- STEP: 254/330 -- GLOBAL_STEP: 272725 | > loss_disc: 2.3714828491210938 (2.362567573081791) | > loss_disc_real_0: 0.07890457659959793 (0.11674670383744822) | > loss_disc_real_1: 0.19835376739501953 (0.2012201535302823) | > loss_disc_real_2: 0.21071027219295502 (0.2117913851705123) | > loss_disc_real_3: 0.22312185168266296 (0.22946990029079709) | > loss_disc_real_4: 0.22457768023014069 (0.22921151996362865) | > loss_disc_real_5: 0.19770951569080353 (0.22151619600733435) | > loss_0: 2.3714828491210938 (2.362567573081791) | > grad_norm_0: tensor(22.1367, device='cuda:0') (tensor(22.5075, device='cuda:0')) | > loss_gen: 2.5488576889038086 (2.5009135101723863) | > loss_kl: 1.9449113607406616 (1.9670427267945658) | > loss_feat: 7.531650543212891 (7.033149835631603) | > loss_mel: 17.63184928894043 (17.620614397244186) | > loss_duration: 2.0967040061950684 (2.0460968519758964) | > loss_1: 31.75397300720215 (31.167817220913143) | > grad_norm_1: tensor(338.0317, device='cuda:0') (tensor(246.7326, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.4318 (0.3867107075969064) | > loader_time: 0.0055 (0.00426784275084969)  --> TIME: 2024-06-11 15:50:00 -- STEP: 279/330 -- GLOBAL_STEP: 272750 | > loss_disc: 2.326991558074951 (2.365640135221585) | > loss_disc_real_0: 0.1409931778907776 (0.11814012219561898) | > loss_disc_real_1: 0.17981532216072083 (0.20104942959482955) | > loss_disc_real_2: 0.18226031959056854 (0.2123532528091075) | > loss_disc_real_3: 0.22699230909347534 (0.22946683325434244) | > loss_disc_real_4: 0.23814186453819275 (0.22958621361349646) | > loss_disc_real_5: 0.24829316139221191 (0.22154746543762935) | > loss_0: 2.326991558074951 (2.365640135221585) | > grad_norm_0: tensor(28.1431, device='cuda:0') (tensor(23.5885, device='cuda:0')) | > loss_gen: 2.556380033493042 (2.496051243129171) | > loss_kl: 1.8205649852752686 (1.9684443542179668) | > loss_feat: 7.310981273651123 (7.026431117861074) | > loss_mel: 16.68148422241211 (17.574794748777975) | > loss_duration: 2.132577657699585 (2.05535775145322) | > loss_1: 30.50198745727539 (31.12107910648469) | > grad_norm_1: tensor(293.2736, device='cuda:0') (tensor(254.1372, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.4506 (0.39126032654957094) | > loader_time: 0.0059 (0.004422491169317651)  --> TIME: 2024-06-11 15:50:12 -- STEP: 304/330 -- GLOBAL_STEP: 272775 | > loss_disc: 2.3835103511810303 (2.3686690542258737) | > loss_disc_real_0: 0.14572489261627197 (0.11928584543056786) | > loss_disc_real_1: 0.19227978587150574 (0.201518657519237) | > loss_disc_real_2: 0.2240443080663681 (0.212320706709043) | > loss_disc_real_3: 0.22931616008281708 (0.22970955936532272) | > loss_disc_real_4: 0.22661671042442322 (0.22984877316967436) | > loss_disc_real_5: 0.24101197719573975 (0.2219187741805064) | > loss_0: 2.3835103511810303 (2.3686690542258737) | > grad_norm_0: tensor(44.7327, device='cuda:0') (tensor(24.1110, device='cuda:0')) | > loss_gen: 2.445822238922119 (2.492451944633534) | > loss_kl: 2.0758414268493652 (1.972696243148101) | > loss_feat: 7.309751033782959 (7.039244173388732) | > loss_mel: 17.49463653564453 (17.535421644386485) | > loss_duration: 2.209573745727539 (2.0659658575528526) | > loss_1: 31.535625457763672 (31.10577979213313) | > grad_norm_1: tensor(431.5206, device='cuda:0') (tensor(261.2459, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 0.4816 (0.3974009854228873) | > loader_time: 0.0074 (0.004597227040090061)  --> TIME: 2024-06-11 15:50:39 -- STEP: 329/330 -- GLOBAL_STEP: 272800 | > loss_disc: 2.4590225219726562 (2.3737683941165755) | > loss_disc_real_0: 0.16110071539878845 (0.12141722584522603) | > loss_disc_real_1: 0.18750953674316406 (0.20168900480748672) | > loss_disc_real_2: 0.20848846435546875 (0.21265671884578774) | > loss_disc_real_3: 0.21721787750720978 (0.22967704378725184) | > loss_disc_real_4: 0.21741831302642822 (0.22966621508170768) | > loss_disc_real_5: 0.17573143541812897 (0.22215982021531797) | > loss_0: 2.4590225219726562 (2.3737683941165755) | > grad_norm_0: tensor(12.6175, device='cuda:0') (tensor(25.2042, device='cuda:0')) | > loss_gen: 2.2968156337738037 (2.4904049334192715) | > loss_kl: 2.2000646591186523 (1.981367868493031) | > loss_feat: 11.602498054504395 (7.13119223777284) | > loss_mel: 17.529300689697266 (17.5127701368013) | > loss_duration: 2.298011302947998 (2.0803617717284903) | > loss_1: 35.92668914794922 (31.19609687248624) | > grad_norm_1: tensor(109.0133, device='cuda:0') (tensor(270.9192, device='cuda:0')) | > current_lr_0: 0.00018650126072797577 | > current_lr_1: 0.00018650126072797577 | > step_time: 12.9446 (0.4477762132430148) | > loader_time: 0.0328 (0.005062635908735561)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.251481056213379 (2.251481056213379) | > loss_disc_real_0: 0.08858510106801987 (0.08858510106801987) | > loss_disc_real_1: 0.2585219740867615 (0.2585219740867615) | > loss_disc_real_2: 0.193855419754982 (0.193855419754982) | > loss_disc_real_3: 0.23109889030456543 (0.23109889030456543) | > loss_disc_real_4: 0.2534252405166626 (0.2534252405166626) | > loss_disc_real_5: 0.2047000527381897 (0.2047000527381897) | > loss_0: 2.251481056213379 (2.251481056213379) | > loss_gen: 2.483978748321533 (2.483978748321533) | > loss_kl: 1.5367567539215088 (1.5367567539215088) | > loss_feat: 7.55523681640625 (7.55523681640625) | > loss_mel: 18.102210998535156 (18.102210998535156) | > loss_duration: 2.9273056983947754 (2.9273056983947754) | > loss_1: 32.60548782348633 (32.60548782348633)  --> STEP: 1 | > loss_disc: 2.3684394359588623 (2.3684394359588623) | > loss_disc_real_0: 0.06696987897157669 (0.06696987897157669) | > loss_disc_real_1: 0.20353232324123383 (0.20353232324123383) | > loss_disc_real_2: 0.23854884505271912 (0.23854884505271912) | > loss_disc_real_3: 0.19947125017642975 (0.19947125017642975) | > loss_disc_real_4: 0.24208606779575348 (0.24208606779575348) | > loss_disc_real_5: 0.19940613210201263 (0.19940613210201263) | > loss_0: 2.3684394359588623 (2.3684394359588623) | > loss_gen: 2.0653185844421387 (2.0653185844421387) | > loss_kl: 2.476674795150757 (2.476674795150757) | > loss_feat: 5.034392356872559 (5.034392356872559) | > loss_mel: 17.03951644897461 (17.03951644897461) | > loss_duration: 2.294429302215576 (2.294429302215576) | > loss_1: 28.91033172607422 (28.91033172607422)  --> STEP: 2 | > loss_disc: 2.3537869453430176 (2.36111319065094) | > loss_disc_real_0: 0.05712732672691345 (0.06204860284924507) | > loss_disc_real_1: 0.19179490208625793 (0.19766361266374588) | > loss_disc_real_2: 0.19771960377693176 (0.21813422441482544) | > loss_disc_real_3: 0.235001802444458 (0.21723652631044388) | > loss_disc_real_4: 0.2130691260099411 (0.2275775969028473) | > loss_disc_real_5: 0.262436181306839 (0.2309211567044258) | > loss_0: 2.3537869453430176 (2.36111319065094) | > loss_gen: 2.2527384757995605 (2.1590285301208496) | > loss_kl: 3.0837745666503906 (2.7802246809005737) | > loss_feat: 7.068644046783447 (6.051518201828003) | > loss_mel: 19.139667510986328 (18.08959197998047) | > loss_duration: 2.4654955863952637 (2.37996244430542) | > loss_1: 34.010318756103516 (31.460325241088867)  --> STEP: 3 | > loss_disc: 2.2452023029327393 (2.3224762280782065) | > loss_disc_real_0: 0.07228564471006393 (0.06546095013618469) | > loss_disc_real_1: 0.14204451441764832 (0.17912391324838003) | > loss_disc_real_2: 0.1527501940727234 (0.19633954763412476) | > loss_disc_real_3: 0.17538343369960785 (0.2032854954401652) | > loss_disc_real_4: 0.22399573028087616 (0.22638364136219025) | > loss_disc_real_5: 0.22949835658073425 (0.23044688999652863) | > loss_0: 2.2452023029327393 (2.3224762280782065) | > loss_gen: 2.148256301879883 (2.155437787373861) | > loss_kl: 3.403455972671509 (2.9879684448242188) | > loss_feat: 6.053950309753418 (6.052328904469808) | > loss_mel: 16.936948776245117 (17.70537757873535) | > loss_duration: 2.3987324237823486 (2.386219104131063) | > loss_1: 30.94134521484375 (31.28733189900716)  --> STEP: 4 | > loss_disc: 2.2784252166748047 (2.311463475227356) | > loss_disc_real_0: 0.08844360709190369 (0.07120661437511444) | > loss_disc_real_1: 0.25408801436424255 (0.19786493852734566) | > loss_disc_real_2: 0.22840194404125214 (0.2043551467359066) | > loss_disc_real_3: 0.26963984966278076 (0.2198740839958191) | > loss_disc_real_4: 0.21548931300640106 (0.22366005927324295) | > loss_disc_real_5: 0.1874874085187912 (0.21970701962709427) | > loss_0: 2.2784252166748047 (2.311463475227356) | > loss_gen: 2.566682815551758 (2.258249044418335) | > loss_kl: 3.2031915187835693 (3.0417742133140564) | > loss_feat: 7.308187484741211 (6.366293549537659) | > loss_mel: 18.181833267211914 (17.824491500854492) | > loss_duration: 2.234043598175049 (2.3481752276420593) | > loss_1: 33.49393844604492 (31.8389835357666)  --> STEP: 5 | > loss_disc: 2.6414992809295654 (2.3774706363677978) | > loss_disc_real_0: 0.17763280868530273 (0.0924918532371521) | > loss_disc_real_1: 0.2707784175872803 (0.21244763433933259) | > loss_disc_real_2: 0.2296074628829956 (0.2094056099653244) | > loss_disc_real_3: 0.2371664196252823 (0.22333255112171174) | > loss_disc_real_4: 0.21193772554397583 (0.22131559252738953) | > loss_disc_real_5: 0.2022475153207779 (0.216215118765831) | > loss_0: 2.6414992809295654 (2.3774706363677978) | > loss_gen: 2.010305404663086 (2.2086603164672853) | > loss_kl: 2.404656410217285 (2.914350652694702) | > loss_feat: 4.475465774536133 (5.988127994537353) | > loss_mel: 18.340593338012695 (17.92771186828613) | > loss_duration: 2.340921401977539 (2.3467244625091555) | > loss_1: 29.571941375732422 (31.385575103759766)  --> STEP: 6 | > loss_disc: 2.541410446166992 (2.404793938000997) | > loss_disc_real_0: 0.09170029312372208 (0.09235992655158043) | > loss_disc_real_1: 0.28490543365478516 (0.22452393422524133) | > loss_disc_real_2: 0.21026737987995148 (0.20954923828442892) | > loss_disc_real_3: 0.2893145680427551 (0.23432955394188562) | > loss_disc_real_4: 0.22158095240592957 (0.22135981917381287) | > loss_disc_real_5: 0.23482558131217957 (0.21931686252355576) | > loss_0: 2.541410446166992 (2.404793938000997) | > loss_gen: 2.231820583343506 (2.2125203609466553) | > loss_kl: 2.1741743087768555 (2.7909879287083945) | > loss_feat: 5.618377685546875 (5.92650294303894) | > loss_mel: 18.00202751159668 (17.94009780883789) | > loss_duration: 2.133574962615967 (2.3111995458602905) | > loss_1: 30.159975051879883 (31.181308428446453)  --> STEP: 7 | > loss_disc: 2.274895191192627 (2.3862369741712297) | > loss_disc_real_0: 0.06479562819004059 (0.08842216964278903) | > loss_disc_real_1: 0.2233387678861618 (0.22435462474822998) | > loss_disc_real_2: 0.22181418538093567 (0.2113013735839299) | > loss_disc_real_3: 0.2710505723953247 (0.23957541372094834) | > loss_disc_real_4: 0.18274512887001038 (0.21584343484469823) | > loss_disc_real_5: 0.19956721365451813 (0.21649548411369324) | > loss_0: 2.274895191192627 (2.3862369741712297) | > loss_gen: 2.4308314323425293 (2.2437076568603516) | > loss_kl: 3.782522439956665 (2.932635716029576) | > loss_feat: 7.131108283996582 (6.0985894203186035) | > loss_mel: 17.355112075805664 (17.856528418404714) | > loss_duration: 2.485978126525879 (2.3361679145268033) | > loss_1: 33.185550689697266 (31.467628751482284)  --> STEP: 8 | > loss_disc: 2.3787429332733154 (2.3853002190589905) | > loss_disc_real_0: 0.1263183057308197 (0.09315918665379286) | > loss_disc_real_1: 0.21043053269386292 (0.2226141132414341) | > loss_disc_real_2: 0.16358350217342377 (0.20533663965761662) | > loss_disc_real_3: 0.18400022387504578 (0.23262851499021053) | > loss_disc_real_4: 0.10498495399951935 (0.20198612473905087) | > loss_disc_real_5: 0.10683238506317139 (0.202787596732378) | > loss_0: 2.3787429332733154 (2.3853002190589905) | > loss_gen: 2.198686122894287 (2.2380799651145935) | > loss_kl: 3.605677366256714 (3.016765922307968) | > loss_feat: 12.416584014892578 (6.88833874464035) | > loss_mel: 20.894309997558594 (18.23625111579895) | > loss_duration: 2.3105268478393555 (2.332962781190872) | > loss_1: 41.425785064697266 (32.712398290634155)  --> STEP: 9 | > loss_disc: 2.3048343658447266 (2.37635956870185) | > loss_disc_real_0: 0.07608961313962936 (0.09126256737444136) | > loss_disc_real_1: 0.20976242423057556 (0.22118614779578316) | > loss_disc_real_2: 0.17373661696910858 (0.20182552602556017) | > loss_disc_real_3: 0.24080270528793335 (0.23353675835662419) | > loss_disc_real_4: 0.19618669152259827 (0.20134174327055612) | > loss_disc_real_5: 0.14002126455307007 (0.19581355982356602) | > loss_0: 2.3048343658447266 (2.37635956870185) | > loss_gen: 2.2159178256988525 (2.235617505179511) | > loss_kl: 2.473588705062866 (2.9564128981696234) | > loss_feat: 9.275933265686035 (7.1536270247565374) | > loss_mel: 19.134416580200195 (18.3360472785102) | > loss_duration: 2.1484215259552 (2.3124581972757974) | > loss_1: 35.2482795715332 (32.99416287740072)  --> STEP: 10 | > loss_disc: 2.263012170791626 (2.3650248289108275) | > loss_disc_real_0: 0.10397659242153168 (0.09253396987915039) | > loss_disc_real_1: 0.18122243881225586 (0.2171897768974304) | > loss_disc_real_2: 0.1725238561630249 (0.19889535903930664) | > loss_disc_real_3: 0.18291403353214264 (0.22847448587417601) | > loss_disc_real_4: 0.19322773814201355 (0.20053034275770187) | > loss_disc_real_5: 0.17265860736370087 (0.1934980645775795) | > loss_0: 2.263012170791626 (2.3650248289108275) | > loss_gen: 2.317800521850586 (2.2438358068466187) | > loss_kl: 3.0472869873046875 (2.96550030708313) | > loss_feat: 7.332807540893555 (7.171545076370239) | > loss_mel: 19.08124542236328 (18.41056709289551) | > loss_duration: 2.3567380905151367 (2.3168861865997314) | > loss_1: 34.13587951660156 (33.1083345413208)  --> STEP: 11 | > loss_disc: 2.56549072265625 (2.3832490010695024) | > loss_disc_real_0: 0.10667963325977325 (0.09381993927738884) | > loss_disc_real_1: 0.3192586898803711 (0.22646876898678867) | > loss_disc_real_2: 0.23110917210578918 (0.20182388749989597) | > loss_disc_real_3: 0.2397918403148651 (0.22950333627787503) | > loss_disc_real_4: 0.2394348382949829 (0.2040671150792729) | > loss_disc_real_5: 0.2499188929796219 (0.198627230795947) | > loss_0: 2.56549072265625 (2.3832490010695024) | > loss_gen: 2.3148646354675293 (2.2502929730848833) | > loss_kl: 3.507835626602173 (3.0148035179484975) | > loss_feat: 5.809134006500244 (7.047689524563876) | > loss_mel: 17.3184757232666 (18.31128605929288) | > loss_duration: 2.4605627059936523 (2.329947688362815) | > loss_1: 31.410873413085938 (32.95401989329945)  --> STEP: 12 | > loss_disc: 2.5850837230682373 (2.4000685612360635) | > loss_disc_real_0: 0.0830477923154831 (0.09292226036389668) | > loss_disc_real_1: 0.3085903227329254 (0.23331223179896673) | > loss_disc_real_2: 0.2836928367614746 (0.20864629993836084) | > loss_disc_real_3: 0.21883048117160797 (0.2286139316856861) | > loss_disc_real_4: 0.19937442243099213 (0.20367605735858282) | > loss_disc_real_5: 0.20185445249080658 (0.1988961659371853) | > loss_0: 2.5850837230682373 (2.4000685612360635) | > loss_gen: 2.07090163230896 (2.2353436946868896) | > loss_kl: 2.221243381500244 (2.94867350657781) | > loss_feat: 6.731194972991943 (7.021314978599548) | > loss_mel: 17.2591552734375 (18.22360849380493) | > loss_duration: 2.2001352310180664 (2.319129983584086) | > loss_1: 30.48263168334961 (32.748070875803634)  --> STEP: 13 | > loss_disc: 2.406186580657959 (2.4005391781146708) | > loss_disc_real_0: 0.08262949436903 (0.09213050913352233) | > loss_disc_real_1: 0.20962734520435333 (0.23149031744553492) | > loss_disc_real_2: 0.23373748362064362 (0.21057639099084413) | > loss_disc_real_3: 0.2773849368095398 (0.2323655474644441) | > loss_disc_real_4: 0.21778850257396698 (0.2047616300674585) | > loss_disc_real_5: 0.23652283847332 (0.20179052536304182) | > loss_0: 2.406186580657959 (2.4005391781146708) | > loss_gen: 2.0736093521118164 (2.222902591411884) | > loss_kl: 2.897575855255127 (2.9447429180145264) | > loss_feat: 4.394408226013184 (6.8192452284005975) | > loss_mel: 14.235849380493164 (17.91685779278095) | > loss_duration: 2.2551684379577637 (2.3142098646897535) | > loss_1: 25.856613159179688 (32.21795874375564)  --> STEP: 14 | > loss_disc: 2.1676928997039795 (2.383907301085336) | > loss_disc_real_0: 0.11084482073783875 (0.09346724567668778) | > loss_disc_real_1: 0.16503559052944183 (0.22674355123724257) | > loss_disc_real_2: 0.18098239600658417 (0.20846253420625413) | > loss_disc_real_3: 0.18126532435417175 (0.22871553152799606) | > loss_disc_real_4: 0.250708669424057 (0.2080435614500727) | > loss_disc_real_5: 0.21029815077781677 (0.2023982128926686) | > loss_0: 2.1676928997039795 (2.383907301085336) | > loss_gen: 2.35907244682312 (2.2326290096555437) | > loss_kl: 3.3136398792266846 (2.971092700958252) | > loss_feat: 5.2773518562316895 (6.70910998753139) | > loss_mel: 19.016754150390625 (17.9954218183245) | > loss_duration: 2.3806076049804688 (2.3189525604248047) | > loss_1: 32.34742736816406 (32.227206502641955)  --> STEP: 15 | > loss_disc: 2.5656280517578125 (2.396022017796834) | > loss_disc_real_0: 0.16941440105438232 (0.09853038936853409) | > loss_disc_real_1: 0.293129563331604 (0.23116928537686665) | > loss_disc_real_2: 0.2478066384792328 (0.2110854744911194) | > loss_disc_real_3: 0.24220959842205048 (0.2296151359875997) | > loss_disc_real_4: 0.1942376345396042 (0.20712316632270814) | > loss_disc_real_5: 0.21532313525676727 (0.2032598743836085) | > loss_0: 2.5656280517578125 (2.396022017796834) | > loss_gen: 2.3966379165649414 (2.243562936782837) | > loss_kl: 3.212864398956299 (2.987210814158122) | > loss_feat: 7.328448295593262 (6.750399208068847) | > loss_mel: 18.386856079101562 (18.021517435709637) | > loss_duration: 2.361992359161377 (2.3218218803405763) | > loss_1: 33.686798095703125 (32.324512608846035)  --> STEP: 16 | > loss_disc: 2.59128475189209 (2.408225938677788) | > loss_disc_real_0: 0.11969327926635742 (0.09985306998714805) | > loss_disc_real_1: 0.29351767897605896 (0.23506605997681618) | > loss_disc_real_2: 0.21988576650619507 (0.21163549274206161) | > loss_disc_real_3: 0.2555522918701172 (0.23123620823025703) | > loss_disc_real_4: 0.26533564925193787 (0.210761446505785) | > loss_disc_real_5: 0.20205287635326385 (0.20318443700671196) | > loss_0: 2.59128475189209 (2.408225938677788) | > loss_gen: 2.1954047679901123 (2.2405530512332916) | > loss_kl: 2.46246337890625 (2.9544140994548798) | > loss_feat: 7.484947204589844 (6.79630845785141) | > loss_mel: 17.04220199584961 (17.960310220718384) | > loss_duration: 2.3622026443481445 (2.324345678091049) | > loss_1: 31.547218322753906 (32.27593171596528)  --> STEP: 17 | > loss_disc: 2.433399200439453 (2.409706718781415) | > loss_disc_real_0: 0.1420508772134781 (0.10233529394163805) | > loss_disc_real_1: 0.2587737739086151 (0.23646063138456905) | > loss_disc_real_2: 0.3026675581932068 (0.21699032012154074) | > loss_disc_real_3: 0.2778126001358032 (0.2339759959894068) | > loss_disc_real_4: 0.21658645570278168 (0.21110409410560832) | > loss_disc_real_5: 0.19032196700572968 (0.20242782112430124) | > loss_0: 2.433399200439453 (2.409706718781415) | > loss_gen: 2.3946373462677 (2.249616833294139) | > loss_kl: 2.6167027950286865 (2.93454872860628) | > loss_feat: 5.852367401123047 (6.740782513337977) | > loss_mel: 18.022920608520508 (17.963993184706744) | > loss_duration: 2.3820223808288574 (2.3277384253109203) | > loss_1: 31.268651962280273 (32.21667996574851)  --> STEP: 18 | > loss_disc: 2.426240921020508 (2.410625285572476) | > loss_disc_real_0: 0.09179489314556122 (0.10174971611963378) | > loss_disc_real_1: 0.22031240165233612 (0.2355635075105561) | > loss_disc_real_2: 0.18155211210250854 (0.21502153078715006) | > loss_disc_real_3: 0.22749125957489014 (0.233615732855267) | > loss_disc_real_4: 0.2347397804260254 (0.21241718779007593) | > loss_disc_real_5: 0.25145360827445984 (0.20515147596597672) | > loss_0: 2.426240921020508 (2.410625285572476) | > loss_gen: 2.2756824493408203 (2.2510649230745106) | > loss_kl: 2.783165693283081 (2.9261385599772134) | > loss_feat: 8.3045015335083 (6.827655792236328) | > loss_mel: 18.180931091308594 (17.97604529062907) | > loss_duration: 2.1736092567443848 (2.3191756937238903) | > loss_1: 33.717891693115234 (32.30008061726889)  --> STEP: 19 | > loss_disc: 2.538177251815796 (2.417338546953703) | > loss_disc_real_0: 0.08810120820999146 (0.10103137359807365) | > loss_disc_real_1: 0.2668420672416687 (0.23720974749640414) | > loss_disc_real_2: 0.2526337504386902 (0.21700112129512586) | > loss_disc_real_3: 0.2781730890274048 (0.23596085686432688) | > loss_disc_real_4: 0.27928316593170166 (0.21593644979752993) | > loss_disc_real_5: 0.25491756200790405 (0.20777074365239395) | > loss_0: 2.538177251815796 (2.417338546953703) | > loss_gen: 2.4708669185638428 (2.2626334491528963) | > loss_kl: 2.0889556407928467 (2.882076301072773) | > loss_feat: 7.3853631019592285 (6.857008808537533) | > loss_mel: 16.72464370727539 (17.91018204939993) | > loss_duration: 2.3355116844177246 (2.3200354827077767) | > loss_1: 31.005342483520508 (32.23193650496635)  --> STEP: 20 | > loss_disc: 2.4732306003570557 (2.420133149623871) | > loss_disc_real_0: 0.1591186225414276 (0.10393573604524135) | > loss_disc_real_1: 0.20685720443725586 (0.23569212034344672) | > loss_disc_real_2: 0.25845909118652344 (0.21907401978969573) | > loss_disc_real_3: 0.24136830866336823 (0.23623122945427893) | > loss_disc_real_4: 0.23102612793445587 (0.21669093370437623) | > loss_disc_real_5: 0.20999310910701752 (0.20788186192512512) | > loss_0: 2.4732306003570557 (2.420133149623871) | > loss_gen: 2.344086170196533 (2.266706085205078) | > loss_kl: 1.9970495700836182 (2.8378249645233153) | > loss_feat: 6.696629524230957 (6.848989844322205) | > loss_mel: 18.763715744018555 (17.95285873413086) | > loss_duration: 2.2607204914093018 (2.3170697331428527) | > loss_1: 32.062198638916016 (32.22344961166383)  --> STEP: 21 | > loss_disc: 2.3603148460388184 (2.4172846589769637) | > loss_disc_real_0: 0.04237134009599686 (0.10100409814289638) | > loss_disc_real_1: 0.24514009058475494 (0.23614202368827092) | > loss_disc_real_2: 0.22169241309165955 (0.21919870518502735) | > loss_disc_real_3: 0.23912350833415985 (0.23636895701998756) | > loss_disc_real_4: 0.2766370177268982 (0.21954550913402013) | > loss_disc_real_5: 0.24461965262889862 (0.20963128053006672) | > loss_0: 2.3603148460388184 (2.4172846589769637) | > loss_gen: 2.309175491333008 (2.2687284378778365) | > loss_kl: 2.437462329864502 (2.81876007715861) | > loss_feat: 5.684835433959961 (6.7935539200192405) | > loss_mel: 16.970844268798828 (17.90609614054362) | > loss_duration: 2.102911949157715 (2.3068717434292747) | > loss_1: 29.505229949951172 (32.0940105801537)  --> STEP: 22 | > loss_disc: 2.465214252471924 (2.419463276863098) | > loss_disc_real_0: 0.09702824056148529 (0.10082337734374133) | > loss_disc_real_1: 0.25157251954078674 (0.23684340986338528) | > loss_disc_real_2: 0.2674131691455841 (0.22139027172868903) | > loss_disc_real_3: 0.19403007626533508 (0.23444446244023062) | > loss_disc_real_4: 0.23293755948543549 (0.2201542386954481) | > loss_disc_real_5: 0.18578816950321198 (0.20854750275611877) | > loss_0: 2.465214252471924 (2.419463276863098) | > loss_gen: 2.2926383018493652 (2.2698152498765425) | > loss_kl: 2.3409063816070557 (2.7970394546335395) | > loss_feat: 7.031776428222656 (6.804382215846669) | > loss_mel: 13.474319458007812 (17.704651745882902) | > loss_duration: 2.1779720783233643 (2.3010126677426426) | > loss_1: 27.31761360168457 (31.876901626586918)  --> STEP: 23 | > loss_disc: 2.5780892372131348 (2.4263600577478823) | > loss_disc_real_0: 0.14032892882823944 (0.10254101001698038) | > loss_disc_real_1: 0.24792328476905823 (0.23732514355493628) | > loss_disc_real_2: 0.1822800636291504 (0.2196898278982743) | > loss_disc_real_3: 0.28553900122642517 (0.23666596412658691) | > loss_disc_real_4: 0.30410414934158325 (0.22380423481049744) | > loss_disc_real_5: 0.2928866147994995 (0.21221442067104837) | > loss_0: 2.5780892372131348 (2.4263600577478823) | > loss_gen: 2.2341396808624268 (2.268264138180277) | > loss_kl: 2.262347936630249 (2.7737919973290484) | > loss_feat: 6.362503528594971 (6.785170099009639) | > loss_mel: 17.69776153564453 (17.70435217152471) | > loss_duration: 2.262845516204834 (2.2993532263714336) | > loss_1: 30.819599151611328 (31.830931953761894)  --> STEP: 24 | > loss_disc: 2.3811113834381104 (2.4244746963183084) | > loss_disc_real_0: 0.10248791426420212 (0.10253879769394796) | > loss_disc_real_1: 0.21146000921726227 (0.23624742962419987) | > loss_disc_real_2: 0.23236775398254395 (0.2202180748184522) | > loss_disc_real_3: 0.23952975869178772 (0.23678528890013695) | > loss_disc_real_4: 0.24762338399887085 (0.224796699360013) | > loss_disc_real_5: 0.24325016140937805 (0.21350757653514543) | > loss_0: 2.3811113834381104 (2.4244746963183084) | > loss_gen: 2.332731246948242 (2.2709502677122755) | > loss_kl: 2.4959256649017334 (2.7622142334779105) | > loss_feat: 5.856414794921875 (6.7464719613393145) | > loss_mel: 16.950511932373047 (17.67294216156006) | > loss_duration: 2.460599660873413 (2.3060718278090158) | > loss_1: 30.09618377685547 (31.758650779724125)  --> STEP: 25 | > loss_disc: 2.472167491912842 (2.4263824081420897) | > loss_disc_real_0: 0.17093303799629211 (0.10527456730604172) | > loss_disc_real_1: 0.23391275107860565 (0.2361540424823761) | > loss_disc_real_2: 0.28973910212516785 (0.22299891591072082) | > loss_disc_real_3: 0.23065510392189026 (0.23654008150100708) | > loss_disc_real_4: 0.21493501961231232 (0.224402232170105) | > loss_disc_real_5: 0.22173698246479034 (0.21383675277233125) | > loss_0: 2.472167491912842 (2.4263824081420897) | > loss_gen: 2.239274024963379 (2.2696832180023194) | > loss_kl: 2.9260733127593994 (2.7687685966491697) | > loss_feat: 5.341873645782471 (6.690288028717041) | > loss_mel: 14.573904991149902 (17.548980674743653) | > loss_duration: 2.3524343967437744 (2.3079263305664064) | > loss_1: 27.433561325073242 (31.58564720153809)  --> STEP: 26 | > loss_disc: 2.6361167430877686 (2.4344491133323083) | > loss_disc_real_0: 0.08368723839521408 (0.10444428542485604) | > loss_disc_real_1: 0.24289274215698242 (0.23641322323909172) | > loss_disc_real_2: 0.10793251544237137 (0.21857328512347662) | > loss_disc_real_3: 0.09191428124904633 (0.2309775507220855) | > loss_disc_real_4: 0.11597790569067001 (0.2202320657670498) | > loss_disc_real_5: 0.12415635585784912 (0.21038750673715884) | > loss_0: 2.6361167430877686 (2.4344491133323083) | > loss_gen: 1.827254056930542 (2.252666711807251) | > loss_kl: 2.4129765033721924 (2.755084285369286) | > loss_feat: 20.07306480407715 (7.205010212384737) | > loss_mel: 20.386587142944336 (17.658119385059063) | > loss_duration: 2.2575974464416504 (2.3059906042539158) | > loss_1: 46.957481384277344 (32.17687159318191) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023482671150794397 (-4.6885930574857605e-05) | > avg_loss_disc: 2.4344491133323083 (+0.015163375781133137) | > avg_loss_disc_real_0: 0.10444428542485604 (-0.045914800407794804) | > avg_loss_disc_real_1: 0.23641322323909172 (+0.07235245664532367) | > avg_loss_disc_real_2: 0.21857328512347662 (-0.012968561970270576) | > avg_loss_disc_real_3: 0.2309775507220855 (-0.010036792892676144) | > avg_loss_disc_real_4: 0.2202320657670498 (-0.002586017147852837) | > avg_loss_disc_real_5: 0.21038750673715884 (-0.04112386073057461) | > avg_loss_0: 2.4344491133323083 (+0.015163375781133137) | > avg_loss_gen: 2.252666711807251 (-0.16217663654914194) | > avg_loss_kl: 2.755084285369286 (+0.007167362249814513) | > avg_loss_feat: 7.205010212384737 (-0.039284623586214984) | > avg_loss_mel: 17.658119385059063 (-0.3521151909461473) | > avg_loss_duration: 2.3059906042539158 (-0.019065746894249003) | > avg_loss_1: 32.17687159318191 (-0.5654744368333056)  > EPOCH: 560/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:50:45)   --> TIME: 2024-06-11 15:50:55 -- STEP: 24/330 -- GLOBAL_STEP: 272825 | > loss_disc: 2.342278242111206 (2.272563556830088) | > loss_disc_real_0: 0.06897380948066711 (0.1033546222994725) | > loss_disc_real_1: 0.20991456508636475 (0.19487816592057547) | > loss_disc_real_2: 0.1928016096353531 (0.20411068697770438) | > loss_disc_real_3: 0.23315627872943878 (0.22453198519845805) | > loss_disc_real_4: 0.2433796226978302 (0.22609916081031164) | > loss_disc_real_5: 0.2214980274438858 (0.21825974682966867) | > loss_0: 2.342278242111206 (2.272563556830088) | > grad_norm_0: tensor(11.6973, device='cuda:0') (tensor(12.7686, device='cuda:0')) | > loss_gen: 2.521088123321533 (2.564866085847219) | > loss_kl: 1.9972931146621704 (1.8969561010599136) | > loss_feat: 7.428775787353516 (7.230880657831828) | > loss_mel: 17.839384078979492 (17.86817940076192) | > loss_duration: 1.9807904958724976 (2.0607661356528593) | > loss_1: 31.767332077026367 (31.62164870897929) | > grad_norm_1: tensor(241.4791, device='cuda:0') (tensor(150.4151, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3617 (0.3595830202102661) | > loader_time: 0.003 (0.003102382024129232)  --> TIME: 2024-06-11 15:51:04 -- STEP: 49/330 -- GLOBAL_STEP: 272850 | > loss_disc: 2.353882312774658 (2.2897738242635914) | > loss_disc_real_0: 0.1252429336309433 (0.10702782245923062) | > loss_disc_real_1: 0.2029067426919937 (0.1951887121005934) | > loss_disc_real_2: 0.23176123201847076 (0.20959976802066882) | > loss_disc_real_3: 0.2189893126487732 (0.22610423546664568) | > loss_disc_real_4: 0.21505872905254364 (0.22769237294489023) | > loss_disc_real_5: 0.1795808970928192 (0.21679974119273984) | > loss_0: 2.353882312774658 (2.2897738242635914) | > grad_norm_0: tensor(15.8534, device='cuda:0') (tensor(11.6102, device='cuda:0')) | > loss_gen: 2.4143338203430176 (2.5620846553724634) | > loss_kl: 1.9321494102478027 (1.913014484911549) | > loss_feat: 7.27241849899292 (7.220458050163424) | > loss_mel: 18.154878616333008 (17.879652801825074) | > loss_duration: 1.9536141157150269 (2.0238298518317075) | > loss_1: 31.727394104003906 (31.59903989519392) | > grad_norm_1: tensor(168.2241, device='cuda:0') (tensor(133.1032, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3603 (0.36044879835479116) | > loader_time: 0.0035 (0.0032509541024967115)  --> TIME: 2024-06-11 15:51:13 -- STEP: 74/330 -- GLOBAL_STEP: 272875 | > loss_disc: 2.3251328468322754 (2.305782260121526) | > loss_disc_real_0: 0.08267979323863983 (0.1088736798312213) | > loss_disc_real_1: 0.22211839258670807 (0.19748544592309644) | > loss_disc_real_2: 0.1452661007642746 (0.2098099605457203) | > loss_disc_real_3: 0.21047720313072205 (0.22560269325166135) | > loss_disc_real_4: 0.21118411421775818 (0.22646409655744965) | > loss_disc_real_5: 0.2032998949289322 (0.21811221560110913) | > loss_0: 2.3251328468322754 (2.305782260121526) | > grad_norm_0: tensor(8.9046, device='cuda:0') (tensor(11.3397, device='cuda:0')) | > loss_gen: 2.318582057952881 (2.5350405203329545) | > loss_kl: 2.1607868671417236 (1.9145668567837895) | > loss_feat: 7.0394110679626465 (7.19786693598773) | > loss_mel: 17.54053497314453 (17.837561658910804) | > loss_duration: 1.9287447929382324 (2.009852997354558) | > loss_1: 30.988061904907227 (31.494889053138525) | > grad_norm_1: tensor(99.1738, device='cuda:0') (tensor(128.8459, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3711 (0.3631458572439245) | > loader_time: 0.0037 (0.0033890878832018054)  --> TIME: 2024-06-11 15:51:23 -- STEP: 99/330 -- GLOBAL_STEP: 272900 | > loss_disc: 2.2970011234283447 (2.314519020042034) | > loss_disc_real_0: 0.1283339560031891 (0.1102055592669381) | > loss_disc_real_1: 0.23420166969299316 (0.19737300668099914) | > loss_disc_real_2: 0.22133177518844604 (0.209537611766295) | > loss_disc_real_3: 0.2132786214351654 (0.22636497095979827) | > loss_disc_real_4: 0.2085748314857483 (0.22743432539882083) | > loss_disc_real_5: 0.21956808865070343 (0.21965577099660427) | > loss_0: 2.2970011234283447 (2.314519020042034) | > grad_norm_0: tensor(6.6395, device='cuda:0') (tensor(10.7582, device='cuda:0')) | > loss_gen: 2.5191493034362793 (2.5244347182187163) | > loss_kl: 2.039782762527466 (1.9286863237920433) | > loss_feat: 7.1740922927856445 (7.141857773366601) | > loss_mel: 17.713253021240234 (17.746718050253513) | > loss_duration: 2.001908779144287 (2.008581616661764) | > loss_1: 31.44818687438965 (31.350278488313307) | > grad_norm_1: tensor(184.6785, device='cuda:0') (tensor(118.8724, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3992 (0.36771526481166017) | > loader_time: 0.0037 (0.0035115564712370284)  --> TIME: 2024-06-11 15:51:33 -- STEP: 124/330 -- GLOBAL_STEP: 272925 | > loss_disc: 2.4973952770233154 (2.326765654548523) | > loss_disc_real_0: 0.13788080215454102 (0.11205264859862867) | > loss_disc_real_1: 0.19851148128509521 (0.197795576506084) | > loss_disc_real_2: 0.1602177917957306 (0.209452721500589) | > loss_disc_real_3: 0.2199772149324417 (0.22749648171086465) | > loss_disc_real_4: 0.23062759637832642 (0.22798978477235762) | > loss_disc_real_5: 0.2214178591966629 (0.2201578792545103) | > loss_0: 2.4973952770233154 (2.326765654548523) | > grad_norm_0: tensor(6.3964, device='cuda:0') (tensor(10.8849, device='cuda:0')) | > loss_gen: 2.36514949798584 (2.510731368295608) | > loss_kl: 2.1588926315307617 (1.938230630851561) | > loss_feat: 7.115668773651123 (7.093595485533437) | > loss_mel: 17.490480422973633 (17.76062688519879) | > loss_duration: 2.031311511993408 (2.0113713568256735) | > loss_1: 31.161502838134766 (31.314555721898234) | > grad_norm_1: tensor(76.9941, device='cuda:0') (tensor(124.4211, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3775 (0.37240743829358) | > loader_time: 0.0063 (0.0037078645921522573)  --> TIME: 2024-06-11 15:51:43 -- STEP: 149/330 -- GLOBAL_STEP: 272950 | > loss_disc: 2.2752037048339844 (2.3320160904186693) | > loss_disc_real_0: 0.06949014961719513 (0.11237482271538485) | > loss_disc_real_1: 0.1583438664674759 (0.19777188665114792) | > loss_disc_real_2: 0.25182044506073 (0.209672769844132) | > loss_disc_real_3: 0.2264898717403412 (0.22813533646548353) | > loss_disc_real_4: 0.2088547796010971 (0.22916672753807682) | > loss_disc_real_5: 0.20100753009319305 (0.22049254959061643) | > loss_0: 2.2752037048339844 (2.3320160904186693) | > grad_norm_0: tensor(18.4345, device='cuda:0') (tensor(13.2786, device='cuda:0')) | > loss_gen: 2.632387638092041 (2.5083511435745547) | > loss_kl: 2.119297742843628 (1.944162794407582) | > loss_feat: 6.648454666137695 (7.077744042313339) | > loss_mel: 17.614891052246094 (17.727222941865865) | > loss_duration: 2.0495107173919678 (2.0149695753251144) | > loss_1: 31.064542770385742 (31.272450530289003) | > grad_norm_1: tensor(395.2209, device='cuda:0') (tensor(151.1347, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.4212 (0.37564016668588507) | > loader_time: 0.0047 (0.003828733559422845)  --> TIME: 2024-06-11 15:51:53 -- STEP: 174/330 -- GLOBAL_STEP: 272975 | > loss_disc: 2.427816390991211 (2.3335859542605526) | > loss_disc_real_0: 0.15989530086517334 (0.11283089608039665) | > loss_disc_real_1: 0.17671778798103333 (0.19737476538652662) | > loss_disc_real_2: 0.20670565962791443 (0.2097044351628457) | > loss_disc_real_3: 0.2489165961742401 (0.22806052255561982) | > loss_disc_real_4: 0.2561537027359009 (0.2295586661189452) | > loss_disc_real_5: 0.26454970240592957 (0.2211357176132586) | > loss_0: 2.427816390991211 (2.3335859542605526) | > grad_norm_0: tensor(13.4839, device='cuda:0') (tensor(15.3859, device='cuda:0')) | > loss_gen: 2.5284361839294434 (2.5145752512175457) | > loss_kl: 1.9238488674163818 (1.9517089053132068) | > loss_feat: 6.609184741973877 (7.0961516122708375) | > loss_mel: 17.207780838012695 (17.71643011597383) | > loss_duration: 2.142035484313965 (2.0203420348551075) | > loss_1: 30.411285400390625 (31.2992079504605) | > grad_norm_1: tensor(380.8479, device='cuda:0') (tensor(175.7430, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3929 (0.37692285269156256) | > loader_time: 0.0045 (0.003938607785893582)  --> TIME: 2024-06-11 15:52:03 -- STEP: 199/330 -- GLOBAL_STEP: 273000 | > loss_disc: 2.4052977561950684 (2.333175431543857) | > loss_disc_real_0: 0.14844831824302673 (0.11441125849907721) | > loss_disc_real_1: 0.19275875389575958 (0.19760165007869204) | > loss_disc_real_2: 0.2353137731552124 (0.21010118333538572) | > loss_disc_real_3: 0.23938365280628204 (0.22784189610325511) | > loss_disc_real_4: 0.22257882356643677 (0.22831370333331313) | > loss_disc_real_5: 0.2022605687379837 (0.22007762996395627) | > loss_0: 2.4052977561950684 (2.333175431543857) | > grad_norm_0: tensor(21.4618, device='cuda:0') (tensor(18.3702, device='cuda:0')) | > loss_gen: 2.410118341445923 (2.519092328584374) | > loss_kl: 2.0087690353393555 (1.9567698162404736) | > loss_feat: 6.143353462219238 (7.112356653165578) | > loss_mel: 17.262121200561523 (17.699263912948556) | > loss_duration: 2.149892807006836 (2.0289088026363054) | > loss_1: 29.974254608154297 (31.316391537536926) | > grad_norm_1: tensor(353.8242, device='cuda:0') (tensor(200.2616, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.3946 (0.3783848357560046) | > loader_time: 0.0048 (0.004057862650808975) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_273000.pth  --> TIME: 2024-06-11 15:52:17 -- STEP: 224/330 -- GLOBAL_STEP: 273025 | > loss_disc: 2.379753351211548 (2.3379835199032497) | > loss_disc_real_0: 0.14698730409145355 (0.11506995008260544) | > loss_disc_real_1: 0.20665575563907623 (0.19758251528920873) | > loss_disc_real_2: 0.18934862315654755 (0.21039726937721884) | > loss_disc_real_3: 0.20241209864616394 (0.22822208230250648) | > loss_disc_real_4: 0.20651090145111084 (0.22866355933781182) | > loss_disc_real_5: 0.2105027288198471 (0.22030971099489502) | > loss_0: 2.379753351211548 (2.3379835199032497) | > grad_norm_0: tensor(28.8415, device='cuda:0') (tensor(21.6556, device='cuda:0')) | > loss_gen: 2.707994222640991 (2.5205354254160612) | > loss_kl: 1.8306872844696045 (1.9573418865246432) | > loss_feat: 8.095182418823242 (7.117765756590026) | > loss_mel: 17.682050704956055 (17.65781875167576) | > loss_duration: 2.136035442352295 (2.036152957805567) | > loss_1: 32.45195007324219 (31.289614822183335) | > grad_norm_1: tensor(504.5746, device='cuda:0') (tensor(223.8983, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.4003 (0.382143484694617) | > loader_time: 0.005 (0.004196774746690476)  --> TIME: 2024-06-11 15:52:28 -- STEP: 249/330 -- GLOBAL_STEP: 273050 | > loss_disc: 2.445117950439453 (2.340707736800472) | > loss_disc_real_0: 0.10689715296030045 (0.1160457179578672) | > loss_disc_real_1: 0.17730773985385895 (0.19764272365943494) | > loss_disc_real_2: 0.20738014578819275 (0.2105138613636714) | > loss_disc_real_3: 0.24823500216007233 (0.2284348413767106) | > loss_disc_real_4: 0.243269681930542 (0.22863126459370656) | > loss_disc_real_5: 0.24025626480579376 (0.22101274653371558) | > loss_0: 2.445117950439453 (2.340707736800472) | > grad_norm_0: tensor(10.4575, device='cuda:0') (tensor(22.1612, device='cuda:0')) | > loss_gen: 2.412890672683716 (2.5140599764015783) | > loss_kl: 2.0459017753601074 (1.961998293198735) | > loss_feat: 6.924456596374512 (7.113077211571506) | > loss_mel: 16.769865036010742 (17.630114168527147) | > loss_duration: 2.103732109069824 (2.0440778042896706) | > loss_1: 30.256847381591797 (31.26332747984124) | > grad_norm_1: tensor(270.1364, device='cuda:0') (tensor(231.1685, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.429 (0.38613335387295017) | > loader_time: 0.0056 (0.004350675636505984)  --> TIME: 2024-06-11 15:52:40 -- STEP: 274/330 -- GLOBAL_STEP: 273075 | > loss_disc: 2.461954116821289 (2.3450117285234207) | > loss_disc_real_0: 0.19291117787361145 (0.11749441988331123) | > loss_disc_real_1: 0.23801711201667786 (0.19818560169996138) | > loss_disc_real_2: 0.20361648499965668 (0.21053940193714016) | > loss_disc_real_3: 0.22921431064605713 (0.22864620452814727) | > loss_disc_real_4: 0.2555294632911682 (0.22924821203860052) | > loss_disc_real_5: 0.22869054973125458 (0.22102250958228636) | > loss_0: 2.461954116821289 (2.3450117285234207) | > grad_norm_0: tensor(51.0484, device='cuda:0') (tensor(22.8860, device='cuda:0')) | > loss_gen: 2.371623992919922 (2.506536146150019) | > loss_kl: 2.059457302093506 (1.9669180468921243) | > loss_feat: 6.292903423309326 (7.105422891839577) | > loss_mel: 16.336301803588867 (17.586490512764378) | > loss_duration: 2.136920928955078 (2.0523663907155516) | > loss_1: 29.197208404541016 (31.217734037524593) | > grad_norm_1: tensor(577.3097, device='cuda:0') (tensor(235.6692, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.4569 (0.3917520446498898) | > loader_time: 0.0069 (0.004510274768745812)  --> TIME: 2024-06-11 15:52:51 -- STEP: 299/330 -- GLOBAL_STEP: 273100 | > loss_disc: 2.3830270767211914 (2.346239845888272) | > loss_disc_real_0: 0.2125544548034668 (0.11829140746224684) | > loss_disc_real_1: 0.1780197024345398 (0.19830102610548211) | > loss_disc_real_2: 0.21741092205047607 (0.2104772157892336) | > loss_disc_real_3: 0.2078198492527008 (0.22884101831793385) | > loss_disc_real_4: 0.21066896617412567 (0.22901367184310453) | > loss_disc_real_5: 0.20171716809272766 (0.2204608038616022) | > loss_0: 2.3830270767211914 (2.346239845888272) | > grad_norm_0: tensor(80.4200, device='cuda:0') (tensor(24.9299, device='cuda:0')) | > loss_gen: 2.4200985431671143 (2.5059941979156295) | > loss_kl: 1.9463549852371216 (1.968875076858495) | > loss_feat: 7.528850555419922 (7.118823009988536) | > loss_mel: 17.95924186706543 (17.55002877863754) | > loss_duration: 2.210564136505127 (2.06260805544646) | > loss_1: 32.06511306762695 (31.206329167088537) | > grad_norm_1: tensor(358.6434, device='cuda:0') (tensor(254.5480, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.4642 (0.39744917844051497) | > loader_time: 0.0065 (0.0046781600518370145)  --> TIME: 2024-06-11 15:53:05 -- STEP: 324/330 -- GLOBAL_STEP: 273125 | > loss_disc: 2.500863552093506 (2.3487456058278493) | > loss_disc_real_0: 0.10721622407436371 (0.11787084210664034) | > loss_disc_real_1: 0.1741122305393219 (0.1992729620801078) | > loss_disc_real_2: 0.2165190875530243 (0.21072046201170228) | > loss_disc_real_3: 0.28010302782058716 (0.22889325905729224) | > loss_disc_real_4: 0.15504176914691925 (0.22934613547023433) | > loss_disc_real_5: 0.2682224214076996 (0.22105044531233525) | > loss_0: 2.500863552093506 (2.3487456058278493) | > grad_norm_0: tensor(51.2900, device='cuda:0') (tensor(25.4365, device='cuda:0')) | > loss_gen: 2.443861961364746 (2.50951561662886) | > loss_kl: 2.114718437194824 (1.9721880665531866) | > loss_feat: 9.376130104064941 (7.187281356917487) | > loss_mel: 17.739639282226562 (17.525119027973695) | > loss_duration: 2.269603729248047 (2.0767870412932514) | > loss_1: 33.94395446777344 (31.27089116602768) | > grad_norm_1: tensor(491.2804, device='cuda:0') (tensor(266.0959, device='cuda:0')) | > current_lr_0: 0.00018647794807038476 | > current_lr_1: 0.00018647794807038476 | > step_time: 0.5877 (0.4081345068083869) | > loader_time: 0.0086 (0.004925311347584666)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.624769687652588 (2.624769687652588) | > loss_disc_real_0: 0.07089447975158691 (0.07089447975158691) | > loss_disc_real_1: 0.21078716218471527 (0.21078716218471527) | > loss_disc_real_2: 0.18399806320667267 (0.18399806320667267) | > loss_disc_real_3: 0.22965677082538605 (0.22965677082538605) | > loss_disc_real_4: 0.29944169521331787 (0.29944169521331787) | > loss_disc_real_5: 0.26350298523902893 (0.26350298523902893) | > loss_0: 2.624769687652588 (2.624769687652588) | > loss_gen: 2.0169553756713867 (2.0169553756713867) | > loss_kl: 1.8339688777923584 (1.8339688777923584) | > loss_feat: 4.596607208251953 (4.596607208251953) | > loss_mel: 15.883740425109863 (15.883740425109863) | > loss_duration: 3.008255958557129 (3.008255958557129) | > loss_1: 27.339527130126953 (27.339527130126953)  --> STEP: 1 | > loss_disc: 2.562185764312744 (2.562185764312744) | > loss_disc_real_0: 0.21096257865428925 (0.21096257865428925) | > loss_disc_real_1: 0.21898363530635834 (0.21898363530635834) | > loss_disc_real_2: 0.21673420071601868 (0.21673420071601868) | > loss_disc_real_3: 0.2134702056646347 (0.2134702056646347) | > loss_disc_real_4: 0.24265357851982117 (0.24265357851982117) | > loss_disc_real_5: 0.2151375412940979 (0.2151375412940979) | > loss_0: 2.562185764312744 (2.562185764312744) | > loss_gen: 2.1541850566864014 (2.1541850566864014) | > loss_kl: 3.2408690452575684 (3.2408690452575684) | > loss_feat: 5.338413238525391 (5.338413238525391) | > loss_mel: 17.42313575744629 (17.42313575744629) | > loss_duration: 2.3670482635498047 (2.3670482635498047) | > loss_1: 30.523651123046875 (30.523651123046875)  --> STEP: 2 | > loss_disc: 2.3490493297576904 (2.4556175470352173) | > loss_disc_real_0: 0.13294348120689392 (0.17195302993059158) | > loss_disc_real_1: 0.2562392055988312 (0.23761142045259476) | > loss_disc_real_2: 0.24830582737922668 (0.23252001404762268) | > loss_disc_real_3: 0.1456669420003891 (0.1795685738325119) | > loss_disc_real_4: 0.17781943082809448 (0.21023650467395782) | > loss_disc_real_5: 0.1440650075674057 (0.1796012744307518) | > loss_0: 2.3490493297576904 (2.4556175470352173) | > loss_gen: 2.1772565841674805 (2.165720820426941) | > loss_kl: 1.9739617109298706 (2.6074153780937195) | > loss_feat: 5.7053608894348145 (5.5218870639801025) | > loss_mel: 17.23138427734375 (17.32726001739502) | > loss_duration: 2.4275200366973877 (2.397284150123596) | > loss_1: 29.515483856201172 (30.019567489624023)  --> STEP: 3 | > loss_disc: 2.2774808406829834 (2.396238644917806) | > loss_disc_real_0: 0.06584101915359497 (0.1365823596715927) | > loss_disc_real_1: 0.1578214317560196 (0.21101475755373636) | > loss_disc_real_2: 0.25661948323249817 (0.24055317044258118) | > loss_disc_real_3: 0.1942748725414276 (0.18447067340215048) | > loss_disc_real_4: 0.18689659237861633 (0.202456533908844) | > loss_disc_real_5: 0.22228947281837463 (0.19383067389329275) | > loss_0: 2.2774808406829834 (2.396238644917806) | > loss_gen: 2.2888455390930176 (2.2067623933156333) | > loss_kl: 3.238790273666382 (2.8178736766179404) | > loss_feat: 6.942768096923828 (5.995514074961345) | > loss_mel: 16.199176788330078 (16.95123227437337) | > loss_duration: 2.377256155014038 (2.3906081517537436) | > loss_1: 31.046836853027344 (30.361990610758465)  --> STEP: 4 | > loss_disc: 2.3330929279327393 (2.3804522156715393) | > loss_disc_real_0: 0.14066877961158752 (0.13760396465659142) | > loss_disc_real_1: 0.1784171313047409 (0.2028653509914875) | > loss_disc_real_2: 0.2307058721780777 (0.2380913458764553) | > loss_disc_real_3: 0.18434834480285645 (0.18444009125232697) | > loss_disc_real_4: 0.15217778086662292 (0.18988684564828873) | > loss_disc_real_5: 0.24276474118232727 (0.20606419071555138) | > loss_0: 2.3330929279327393 (2.3804522156715393) | > loss_gen: 2.4139766693115234 (2.2585659623146057) | > loss_kl: 3.708526849746704 (3.0405369699001312) | > loss_feat: 8.46965217590332 (6.614048600196838) | > loss_mel: 18.365434646606445 (17.30478286743164) | > loss_duration: 2.368941307067871 (2.3851914405822754) | > loss_1: 35.32653045654297 (31.60312557220459)  --> STEP: 5 | > loss_disc: 2.235828399658203 (2.351527452468872) | > loss_disc_real_0: 0.20451271533966064 (0.15098571479320527) | > loss_disc_real_1: 0.1949385553598404 (0.20127999186515808) | > loss_disc_real_2: 0.18449194729328156 (0.22737146615982057) | > loss_disc_real_3: 0.20699258148670197 (0.18895058929920197) | > loss_disc_real_4: 0.17507125437259674 (0.18692372739315033) | > loss_disc_real_5: 0.14734430611133575 (0.19432021379470826) | > loss_0: 2.235828399658203 (2.351527452468872) | > loss_gen: 2.4500632286071777 (2.2968654155731203) | > loss_kl: 2.639392614364624 (2.9603080987930297) | > loss_feat: 6.365843772888184 (6.564407634735107) | > loss_mel: 18.488433837890625 (17.54151306152344) | > loss_duration: 2.4155406951904297 (2.3912612915039064) | > loss_1: 32.359275817871094 (31.75435562133789)  --> STEP: 6 | > loss_disc: 2.379063606262207 (2.3561168114344277) | > loss_disc_real_0: 0.08577673137187958 (0.14011755088965097) | > loss_disc_real_1: 0.1854875534772873 (0.19864791880051294) | > loss_disc_real_2: 0.23623445630073547 (0.22884863118330637) | > loss_disc_real_3: 0.24742339551448822 (0.19869605700174967) | > loss_disc_real_4: 0.24535821378231049 (0.19666280845801035) | > loss_disc_real_5: 0.23441903293132782 (0.20100335031747818) | > loss_0: 2.379063606262207 (2.3561168114344277) | > loss_gen: 2.3795690536499023 (2.310649355252584) | > loss_kl: 2.267076015472412 (2.8447694182395935) | > loss_feat: 5.314968585968018 (6.356167793273926) | > loss_mel: 18.205364227294922 (17.65215492248535) | > loss_duration: 2.181960344314575 (2.3563778003056846) | > loss_1: 30.34893798828125 (31.520119349161785)  --> STEP: 7 | > loss_disc: 2.3790841102600098 (2.3593978541237965) | > loss_disc_real_0: 0.07150119543075562 (0.13031521439552307) | > loss_disc_real_1: 0.19836217164993286 (0.1986070977790015) | > loss_disc_real_2: 0.22781945765018463 (0.2287016063928604) | > loss_disc_real_3: 0.23191554844379425 (0.20344169863632747) | > loss_disc_real_4: 0.22571226954460144 (0.2008127314703805) | > loss_disc_real_5: 0.20941106975078583 (0.202204453093665) | > loss_0: 2.3790841102600098 (2.3593978541237965) | > loss_gen: 2.2845094203948975 (2.306915078844343) | > loss_kl: 3.6549265384674072 (2.9605061497007097) | > loss_feat: 5.805097579956055 (6.277443477085659) | > loss_mel: 19.242618560791016 (17.879364013671875) | > loss_duration: 2.514521598815918 (2.378969771521432) | > loss_1: 33.50167465209961 (31.803198678152903)  --> STEP: 8 | > loss_disc: 2.445845365524292 (2.3702037930488586) | > loss_disc_real_0: 0.22109489142894745 (0.14166267402470112) | > loss_disc_real_1: 0.2619709372520447 (0.2065275777131319) | > loss_disc_real_2: 0.1836705505847931 (0.223072724416852) | > loss_disc_real_3: 0.1757521778345108 (0.1999805085361004) | > loss_disc_real_4: 0.20112572610378265 (0.20085185579955578) | > loss_disc_real_5: 0.19053687155246735 (0.20074600540101528) | > loss_0: 2.445845365524292 (2.3702037930488586) | > loss_gen: 2.3387131690979004 (2.3108898401260376) | > loss_kl: 2.953819990158081 (2.959670379757881) | > loss_feat: 9.509042739868164 (6.681393384933472) | > loss_mel: 20.094701766967773 (18.156281232833862) | > loss_duration: 2.281810760498047 (2.366824895143509) | > loss_1: 37.1780891418457 (32.4750599861145)  --> STEP: 9 | > loss_disc: 2.7293944358825684 (2.4101138644748263) | > loss_disc_real_0: 0.29020392894744873 (0.1581672579050064) | > loss_disc_real_1: 0.23562954366207123 (0.2097611294852363) | > loss_disc_real_2: 0.26948583126068115 (0.22822973628838858) | > loss_disc_real_3: 0.21742454171180725 (0.20191873444451225) | > loss_disc_real_4: 0.24570494890213013 (0.20583553281095293) | > loss_disc_real_5: 0.28413236141204834 (0.21001115606890786) | > loss_0: 2.7293944358825684 (2.4101138644748263) | > loss_gen: 2.71773624420166 (2.35609499613444) | > loss_kl: 2.4644429683685303 (2.9046451118257313) | > loss_feat: 7.722970962524414 (6.7971242268880205) | > loss_mel: 18.729990005493164 (18.22002665201823) | > loss_duration: 2.174917697906494 (2.345501873228285) | > loss_1: 33.81005859375 (32.62339316474067)  --> STEP: 10 | > loss_disc: 2.602660894393921 (2.429368567466736) | > loss_disc_real_0: 0.20850753784179688 (0.16320128589868546) | > loss_disc_real_1: 0.24562200903892517 (0.21334721744060517) | > loss_disc_real_2: 0.24707511067390442 (0.23011427372694016) | > loss_disc_real_3: 0.21373681724071503 (0.20310054272413253) | > loss_disc_real_4: 0.21172618865966797 (0.20642459839582444) | > loss_disc_real_5: 0.24629057943820953 (0.213639098405838) | > loss_0: 2.602660894393921 (2.429368567466736) | > loss_gen: 2.1133761405944824 (2.3318231105804443) | > loss_kl: 2.622025489807129 (2.8763831496238708) | > loss_feat: 4.231804370880127 (6.540592241287231) | > loss_mel: 14.80321216583252 (17.878345203399657) | > loss_duration: 2.3324131965637207 (2.3441930055618285) | > loss_1: 26.10283088684082 (31.971336936950685)  --> STEP: 11 | > loss_disc: 2.455173969268799 (2.431714513085105) | > loss_disc_real_0: 0.1972164809703827 (0.16629357635974884) | > loss_disc_real_1: 0.1627541035413742 (0.208747843449766) | > loss_disc_real_2: 0.2400548756122589 (0.23101796480742368) | > loss_disc_real_3: 0.2010185569524765 (0.2029112712903456) | > loss_disc_real_4: 0.2220592349767685 (0.20784592899409207) | > loss_disc_real_5: 0.30879417061805725 (0.22228955951603976) | > loss_0: 2.455173969268799 (2.431714513085105) | > loss_gen: 2.413313150405884 (2.3392312960191206) | > loss_kl: 3.6853079795837402 (2.9499217705293135) | > loss_feat: 7.26264762878418 (6.606233640150591) | > loss_mel: 18.819074630737305 (17.96386606043035) | > loss_duration: 2.532423257827759 (2.361304846676913) | > loss_1: 34.7127685546875 (32.22055799310858)  --> STEP: 12 | > loss_disc: 2.2876105308532715 (2.419705847899119) | > loss_disc_real_0: 0.09641651064157486 (0.160470487549901) | > loss_disc_real_1: 0.20654277503490448 (0.20856408774852753) | > loss_disc_real_2: 0.2026279717683792 (0.22865213205416998) | > loss_disc_real_3: 0.18104055523872375 (0.20108871161937714) | > loss_disc_real_4: 0.17128844559192657 (0.2047994720439116) | > loss_disc_real_5: 0.19680574536323547 (0.2201659083366394) | > loss_0: 2.2876105308532715 (2.419705847899119) | > loss_gen: 2.234567403793335 (2.330509305000305) | > loss_kl: 2.2224912643432617 (2.8893025616804757) | > loss_feat: 6.213967323303223 (6.57354478041331) | > loss_mel: 17.18492889404297 (17.898954629898068) | > loss_duration: 2.233761787414551 (2.35067625840505) | > loss_1: 30.089717864990234 (32.042987982432045)  --> STEP: 13 | > loss_disc: 2.558100700378418 (2.430351605782142) | > loss_disc_real_0: 0.19245488941669464 (0.16293082615503898) | > loss_disc_real_1: 0.19385577738285065 (0.20743267925886008) | > loss_disc_real_2: 0.25719621777534485 (0.2308478309557988) | > loss_disc_real_3: 0.2974003851413727 (0.20849730189029986) | > loss_disc_real_4: 0.2701086699962616 (0.20982325650178468) | > loss_disc_real_5: 0.2953034043312073 (0.22594571572083694) | > loss_0: 2.558100700378418 (2.430351605782142) | > loss_gen: 2.5348145961761475 (2.346225096629216) | > loss_kl: 3.0075020790100098 (2.898394832244286) | > loss_feat: 6.422079086303711 (6.5618935731741095) | > loss_mel: 18.141027450561523 (17.917575616102948) | > loss_duration: 2.253873825073242 (2.343229917379526) | > loss_1: 32.35929870605469 (32.06731957655687)  --> STEP: 14 | > loss_disc: 2.48958158493042 (2.4345823185784474) | > loss_disc_real_0: 0.21215975284576416 (0.16644717806151935) | > loss_disc_real_1: 0.15404531359672546 (0.20361929599727904) | > loss_disc_real_2: 0.19974534213542938 (0.2286262246114867) | > loss_disc_real_3: 0.19742082059383392 (0.207706124654838) | > loss_disc_real_4: 0.17126348614692688 (0.20706898719072342) | > loss_disc_real_5: 0.28062209486961365 (0.22985117137432098) | > loss_0: 2.48958158493042 (2.4345823185784474) | > loss_gen: 2.205214738845825 (2.3361529282161166) | > loss_kl: 3.328058958053589 (2.9290851269449507) | > loss_feat: 6.8483757972717285 (6.5823565891810825) | > loss_mel: 19.24641990661621 (18.012493065425325) | > loss_duration: 2.431027889251709 (2.349501201084682) | > loss_1: 34.05909729003906 (32.20958941323417)  --> STEP: 15 | > loss_disc: 2.4679789543151855 (2.4368087609608966) | > loss_disc_real_0: 0.178249329328537 (0.1672339881459872) | > loss_disc_real_1: 0.25448542833328247 (0.20701037148634593) | > loss_disc_real_2: 0.24207337200641632 (0.229522701104482) | > loss_disc_real_3: 0.2531503736972809 (0.21073574125766753) | > loss_disc_real_4: 0.1713007688522339 (0.20468443930149077) | > loss_disc_real_5: 0.16225841641426086 (0.22534498771031697) | > loss_0: 2.4679789543151855 (2.4368087609608966) | > loss_gen: 2.2811403274536133 (2.3324854214986166) | > loss_kl: 3.7863991260528564 (2.9862393935521445) | > loss_feat: 5.729290962219238 (6.525485547383626) | > loss_mel: 19.354747772216797 (18.101976712544754) | > loss_duration: 2.368006944656372 (2.3507349173227947) | > loss_1: 33.51958465576172 (32.29692242940267)  --> STEP: 16 | > loss_disc: 2.3768560886383057 (2.433061718940735) | > loss_disc_real_0: 0.22094962000846863 (0.17059121513739228) | > loss_disc_real_1: 0.20332658290863037 (0.2067801347002387) | > loss_disc_real_2: 0.24482738971710205 (0.23047924414277077) | > loss_disc_real_3: 0.27821969985961914 (0.21495348867028952) | > loss_disc_real_4: 0.18508155643939972 (0.2034592591226101) | > loss_disc_real_5: 0.2691638469696045 (0.22808366641402245) | > loss_0: 2.3768560886383057 (2.433061718940735) | > loss_gen: 2.859048843383789 (2.36539563536644) | > loss_kl: 2.7667694091796875 (2.972522519528866) | > loss_feat: 9.805590629577637 (6.730492115020752) | > loss_mel: 17.857967376708984 (18.08672612905502) | > loss_duration: 2.3695905208587646 (2.3519133925437927) | > loss_1: 35.658966064453125 (32.50705015659332)  --> STEP: 17 | > loss_disc: 2.3044204711914062 (2.4254945867201863) | > loss_disc_real_0: 0.2235884964466095 (0.1737087022732286) | > loss_disc_real_1: 0.17270894348621368 (0.20477594698176665) | > loss_disc_real_2: 0.19471079111099243 (0.22837521749384262) | > loss_disc_real_3: 0.19766375422477722 (0.2139364454676123) | > loss_disc_real_4: 0.1660119593143463 (0.20125647678094752) | > loss_disc_real_5: 0.21057771146297455 (0.22705390435807846) | > loss_0: 2.3044204711914062 (2.4254945867201863) | > loss_gen: 2.4367218017578125 (2.3695912922129914) | > loss_kl: 2.54809832572937 (2.9475563904818367) | > loss_feat: 6.438640594482422 (6.7133243785184975) | > loss_mel: 17.31882095336914 (18.041555236367614) | > loss_duration: 2.4489758014678955 (2.3576229460099163) | > loss_1: 31.191259384155273 (32.42965069939108)  --> STEP: 18 | > loss_disc: 2.3199121952056885 (2.419628898302714) | > loss_disc_real_0: 0.13401442766189575 (0.1715034647948212) | > loss_disc_real_1: 0.1573203206062317 (0.20213952329423693) | > loss_disc_real_2: 0.14777439832687378 (0.2238973942067888) | > loss_disc_real_3: 0.23162737488746643 (0.21491927487982643) | > loss_disc_real_4: 0.19922898709774017 (0.20114383846521378) | > loss_disc_real_5: 0.23031246662139893 (0.22723493559492958) | > loss_0: 2.3199121952056885 (2.419628898302714) | > loss_gen: 2.3990485668182373 (2.371227807468838) | > loss_kl: 3.0389909744262695 (2.952636089589861) | > loss_feat: 7.976788520812988 (6.783516830868191) | > loss_mel: 18.53836441040039 (18.069155746036103) | > loss_duration: 2.222541093826294 (2.350118398666382) | > loss_1: 34.17573165893555 (32.526655197143555)  --> STEP: 19 | > loss_disc: 2.500490188598633 (2.42388475568671) | > loss_disc_real_0: 0.2023105025291443 (0.1731248878334698) | > loss_disc_real_1: 0.21527844667434692 (0.20283104557740061) | > loss_disc_real_2: 0.22983971238136292 (0.2242101477949243) | > loss_disc_real_3: 0.235396608710289 (0.21599702929195605) | > loss_disc_real_4: 0.21343326568603516 (0.20179065042420438) | > loss_disc_real_5: 0.26520875096321106 (0.22923355745641807) | > loss_0: 2.500490188598633 (2.42388475568671) | > loss_gen: 2.3173749446868896 (2.3683934462697884) | > loss_kl: 2.413031578063965 (2.924235852141129) | > loss_feat: 5.991052627563477 (6.741808188588996) | > loss_mel: 17.98581886291504 (18.064769594292887) | > loss_duration: 2.361858606338501 (2.3507363043333354) | > loss_1: 31.069137573242188 (32.44994374325401)  --> STEP: 20 | > loss_disc: 2.2841029167175293 (2.416895663738251) | > loss_disc_real_0: 0.16452649235725403 (0.172694968059659) | > loss_disc_real_1: 0.20977310836315155 (0.20317814871668816) | > loss_disc_real_2: 0.173654243350029 (0.22168235257267951) | > loss_disc_real_3: 0.21832643449306488 (0.21611349955201148) | > loss_disc_real_4: 0.17722027003765106 (0.20056213140487672) | > loss_disc_real_5: 0.16265058517456055 (0.2259044088423252) | > loss_0: 2.2841029167175293 (2.416895663738251) | > loss_gen: 2.2276723384857178 (2.3613573908805847) | > loss_kl: 2.056100845336914 (2.8808291018009182) | > loss_feat: 5.9000091552734375 (6.699718236923218) | > loss_mel: 15.79385757446289 (17.951223993301387) | > loss_duration: 2.294147491455078 (2.3479068636894227) | > loss_1: 28.271787643432617 (32.24103593826294)  --> STEP: 21 | > loss_disc: 2.2922134399414062 (2.41095841498602) | > loss_disc_real_0: 0.11219481378793716 (0.16981400833243415) | > loss_disc_real_1: 0.18490229547023773 (0.20230786999066672) | > loss_disc_real_2: 0.19845110177993774 (0.2205761025349299) | > loss_disc_real_3: 0.17586104571819305 (0.21419671603611537) | > loss_disc_real_4: 0.21920475363731384 (0.20144987532070704) | > loss_disc_real_5: 0.2748693823814392 (0.22823607424894968) | > loss_0: 2.2922134399414062 (2.41095841498602) | > loss_gen: 2.380133867263794 (2.3622515088035945) | > loss_kl: 2.361768960952759 (2.85611195223672) | > loss_feat: 5.578308582305908 (6.6463177771795365) | > loss_mel: 14.532944679260254 (17.788448787870855) | > loss_duration: 2.1554012298583984 (2.3387399287450883) | > loss_1: 27.00855827331543 (31.9918703351702)  --> STEP: 22 | > loss_disc: 2.4343812465667725 (2.4120230891487817) | > loss_disc_real_0: 0.24099504947662354 (0.17304951020262457) | > loss_disc_real_1: 0.12267214059829712 (0.19868806410919537) | > loss_disc_real_2: 0.34706348180770874 (0.22632552886551077) | > loss_disc_real_3: 0.19559207558631897 (0.21335105056112463) | > loss_disc_real_4: 0.15309573709964752 (0.19925195994702252) | > loss_disc_real_5: 0.18828880786895752 (0.22642028941349548) | > loss_0: 2.4343812465667725 (2.4120230891487817) | > loss_gen: 2.5400848388671875 (2.3703348419883032) | > loss_kl: 1.983569622039795 (2.816450937227769) | > loss_feat: 9.117608070373535 (6.7586491541429) | > loss_mel: 18.6165828704834 (17.826091246171426) | > loss_duration: 2.205353260040283 (2.332676898349415) | > loss_1: 34.46319580078125 (32.1042033108798)  --> STEP: 23 | > loss_disc: 2.429593324661255 (2.412787012431933) | > loss_disc_real_0: 0.12353862822055817 (0.17089686315992605) | > loss_disc_real_1: 0.1279696673154831 (0.1956133512051209) | > loss_disc_real_2: 0.21350786089897156 (0.22576823895392212) | > loss_disc_real_3: 0.24019815027713776 (0.21451831576616867) | > loss_disc_real_4: 0.2071254998445511 (0.1995942877686542) | > loss_disc_real_5: 0.21153266727924347 (0.22577300149461496) | > loss_0: 2.429593324661255 (2.412787012431933) | > loss_gen: 2.1208138465881348 (2.359486103057861) | > loss_kl: 2.569728374481201 (2.8057238692822657) | > loss_feat: 6.167704105377197 (6.732955891153087) | > loss_mel: 16.68938636779785 (17.776669294937793) | > loss_duration: 2.279737710952759 (2.3303751945495605) | > loss_1: 29.827369689941406 (32.00521054475204)  --> STEP: 24 | > loss_disc: 2.7114081382751465 (2.425229559342067) | > loss_disc_real_0: 0.26087069511413574 (0.17464577282468477) | > loss_disc_real_1: 0.22716334462165833 (0.19692793426414332) | > loss_disc_real_2: 0.2747304439544678 (0.22780833082894483) | > loss_disc_real_3: 0.2913881242275238 (0.21772122445205846) | > loss_disc_real_4: 0.2871905267238617 (0.2032441310584545) | > loss_disc_real_5: 0.2776578664779663 (0.22793487086892128) | > loss_0: 2.7114081382751465 (2.425229559342067) | > loss_gen: 2.467930555343628 (2.3640046219031015) | > loss_kl: 2.508338451385498 (2.7933328102032338) | > loss_feat: 4.610326766967773 (6.644513010978699) | > loss_mel: 17.227380752563477 (17.753782272338864) | > loss_duration: 2.3885433673858643 (2.33279886841774) | > loss_1: 29.2025203704834 (31.888431787490845)  --> STEP: 25 | > loss_disc: 2.540773391723633 (2.4298513126373296) | > loss_disc_real_0: 0.33064860105514526 (0.1808858859539032) | > loss_disc_real_1: 0.19795481860637665 (0.19696900963783265) | > loss_disc_real_2: 0.29031386971473694 (0.23030855238437653) | > loss_disc_real_3: 0.20704703032970428 (0.21729425668716432) | > loss_disc_real_4: 0.17276796698570251 (0.20202508449554443) | > loss_disc_real_5: 0.2162926346063614 (0.22746918141841888) | > loss_0: 2.540773391723633 (2.4298513126373296) | > loss_gen: 2.4463510513305664 (2.3672984790802003) | > loss_kl: 2.982666015625 (2.8009061384201046) | > loss_feat: 6.478422164916992 (6.63786937713623) | > loss_mel: 16.328401565551758 (17.69676704406738) | > loss_duration: 2.3707218170166016 (2.334315786361694) | > loss_1: 30.6065616607666 (31.837156982421874)  --> STEP: 26 | > loss_disc: 2.3656272888183594 (2.4273811578750615) | > loss_disc_real_0: 0.16993165016174316 (0.18046456919266626) | > loss_disc_real_1: 0.12162233144044876 (0.1940710604763948) | > loss_disc_real_2: 0.186950221657753 (0.22864092427950639) | > loss_disc_real_3: 0.21564927697181702 (0.21723098823657402) | > loss_disc_real_4: 0.08778032660484314 (0.19763105534590208) | > loss_disc_real_5: 0.2001667618751526 (0.2264190883590625) | > loss_0: 2.3656272888183594 (2.4273811578750615) | > loss_gen: 2.137903928756714 (2.358475611760066) | > loss_kl: 2.587932586669922 (2.7927148479681745) | > loss_feat: 12.314525604248047 (6.856202308948223) | > loss_mel: 18.94000244140625 (17.744583790118874) | > loss_duration: 2.3101511001586914 (2.333386375353886) | > loss_1: 38.2905158996582 (32.085363094623276) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024823408860426685 (+0.00013407377096322877) | > avg_loss_disc: 2.4273811578750615 (-0.007067955457246811) | > avg_loss_disc_real_0: 0.18046456919266626 (+0.07602028376781023) | > avg_loss_disc_real_1: 0.1940710604763948 (-0.04234216276269692) | > avg_loss_disc_real_2: 0.22864092427950639 (+0.010067639156029762) | > avg_loss_disc_real_3: 0.21723098823657402 (-0.013746562485511482) | > avg_loss_disc_real_4: 0.19763105534590208 (-0.022601010421147705) | > avg_loss_disc_real_5: 0.2264190883590625 (+0.016031581621903657) | > avg_loss_0: 2.4273811578750615 (-0.007067955457246811) | > avg_loss_gen: 2.358475611760066 (+0.10580889995281506) | > avg_loss_kl: 2.7927148479681745 (+0.03763056259888842) | > avg_loss_feat: 6.856202308948223 (-0.3488079034365139) | > avg_loss_mel: 17.744583790118874 (+0.0864644050598109) | > avg_loss_duration: 2.333386375353886 (+0.02739577109997038) | > avg_loss_1: 32.085363094623276 (-0.09150849855863186)  > EPOCH: 561/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:53:26)   --> TIME: 2024-06-11 15:53:34 -- STEP: 19/330 -- GLOBAL_STEP: 273150 | > loss_disc: 2.4168126583099365 (2.3548582227606523) | > loss_disc_real_0: 0.1392688751220703 (0.11474319508201197) | > loss_disc_real_1: 0.16503861546516418 (0.2057133709129534) | > loss_disc_real_2: 0.1743638962507248 (0.21154528620995974) | > loss_disc_real_3: 0.23628681898117065 (0.23538068485887428) | > loss_disc_real_4: 0.24887995421886444 (0.23310210124442451) | > loss_disc_real_5: 0.25132840871810913 (0.230173154881126) | > loss_0: 2.4168126583099365 (2.3548582227606523) | > grad_norm_0: tensor(6.5670, device='cuda:0') (tensor(8.6869, device='cuda:0')) | > loss_gen: 2.260809898376465 (2.493958874752647) | > loss_kl: 1.8248461484909058 (1.873757330994857) | > loss_feat: 6.788484573364258 (6.961070989307604) | > loss_mel: 17.9659366607666 (17.912911967227334) | > loss_duration: 2.008741855621338 (2.081807255744934) | > loss_1: 30.848817825317383 (31.323506204705488) | > grad_norm_1: tensor(67.7099, device='cuda:0') (tensor(78.5169, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3625 (0.36086609489039373) | > loader_time: 0.0035 (0.0031808677472566303)  --> TIME: 2024-06-11 15:53:44 -- STEP: 44/330 -- GLOBAL_STEP: 273175 | > loss_disc: 2.261658191680908 (2.333489819006486) | > loss_disc_real_0: 0.08312229812145233 (0.11088301546194336) | > loss_disc_real_1: 0.2009376585483551 (0.19874617728320032) | > loss_disc_real_2: 0.1870383471250534 (0.20868254182013599) | > loss_disc_real_3: 0.24362732470035553 (0.22917950559746136) | > loss_disc_real_4: 0.23447854816913605 (0.23264291442253374) | > loss_disc_real_5: 0.2073071449995041 (0.2227970463308421) | > loss_0: 2.261658191680908 (2.333489819006486) | > grad_norm_0: tensor(6.0983, device='cuda:0') (tensor(9.1085, device='cuda:0')) | > loss_gen: 2.570305109024048 (2.5109003890644424) | > loss_kl: 1.9323389530181885 (1.883965852585706) | > loss_feat: 7.965765953063965 (7.06926539811221) | > loss_mel: 18.197065353393555 (17.84975173256614) | > loss_duration: 1.9197018146514893 (2.0290010354735633) | > loss_1: 32.585174560546875 (31.342884150418367) | > grad_norm_1: tensor(83.3091, device='cuda:0') (tensor(75.8525, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3699 (0.36236734281886707) | > loader_time: 0.0035 (0.0033601359887556596)  --> TIME: 2024-06-11 15:53:53 -- STEP: 69/330 -- GLOBAL_STEP: 273200 | > loss_disc: 2.401081085205078 (2.348339903181877) | > loss_disc_real_0: 0.11226566135883331 (0.11164714622756709) | > loss_disc_real_1: 0.2293352633714676 (0.19768753107907114) | > loss_disc_real_2: 0.2295280545949936 (0.20996963740258978) | > loss_disc_real_3: 0.25643810629844666 (0.23068809055763742) | > loss_disc_real_4: 0.22920723259449005 (0.232898677388827) | > loss_disc_real_5: 0.22155539691448212 (0.22163524640643079) | > loss_0: 2.401081085205078 (2.348339903181877) | > grad_norm_0: tensor(21.5205, device='cuda:0') (tensor(10.4598, device='cuda:0')) | > loss_gen: 2.469996929168701 (2.499589152958082) | > loss_kl: 1.8948272466659546 (1.8968792289927385) | > loss_feat: 6.5359344482421875 (7.0592438587244) | > loss_mel: 16.74393653869629 (17.794888620791227) | > loss_duration: 1.9429893493652344 (2.0129947714183642) | > loss_1: 29.587684631347656 (31.263595359912816) | > grad_norm_1: tensor(288.3888, device='cuda:0') (tensor(100.0430, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3576 (0.3653716557267783) | > loader_time: 0.0034 (0.0034929842188738394)  --> TIME: 2024-06-11 15:54:03 -- STEP: 94/330 -- GLOBAL_STEP: 273225 | > loss_disc: 2.3258168697357178 (2.34188448114598) | > loss_disc_real_0: 0.13718673586845398 (0.11138976436663181) | > loss_disc_real_1: 0.19271166622638702 (0.19784346413105092) | > loss_disc_real_2: 0.2294950783252716 (0.2098962036853141) | > loss_disc_real_3: 0.23821531236171722 (0.22986688338061598) | > loss_disc_real_4: 0.22883617877960205 (0.23257312527362337) | > loss_disc_real_5: 0.220671609044075 (0.22173600849953104) | > loss_0: 2.3258168697357178 (2.34188448114598) | > grad_norm_0: tensor(17.4861, device='cuda:0') (tensor(11.8625, device='cuda:0')) | > loss_gen: 2.599201202392578 (2.5032405320634226) | > loss_kl: 1.9304620027542114 (1.906310758692153) | > loss_feat: 6.929818630218506 (7.043594679933913) | > loss_mel: 17.62911605834961 (17.7325472527362) | > loss_duration: 2.0298900604248047 (2.0088785874082684) | > loss_1: 31.118488311767578 (31.194571515347096) | > grad_norm_1: tensor(153.9903, device='cuda:0') (tensor(121.1868, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3603 (0.36727428182642513) | > loader_time: 0.0036 (0.003671346826756254)  --> TIME: 2024-06-11 15:54:12 -- STEP: 119/330 -- GLOBAL_STEP: 273250 | > loss_disc: 2.344461441040039 (2.342268188460533) | > loss_disc_real_0: 0.11679963767528534 (0.11197353073027956) | > loss_disc_real_1: 0.17790865898132324 (0.1967133407582756) | > loss_disc_real_2: 0.22291068732738495 (0.21058130114018417) | > loss_disc_real_3: 0.2547031342983246 (0.2296086812720579) | > loss_disc_real_4: 0.19816350936889648 (0.23207501102896297) | > loss_disc_real_5: 0.18688108026981354 (0.2211619500352555) | > loss_0: 2.344461441040039 (2.342268188460533) | > grad_norm_0: tensor(27.6223, device='cuda:0') (tensor(12.1721, device='cuda:0')) | > loss_gen: 2.5464625358581543 (2.4977493025675535) | > loss_kl: 2.076982021331787 (1.9145739970087003) | > loss_feat: 7.943707466125488 (7.0666409460436395) | > loss_mel: 18.508350372314453 (17.73468152214499) | > loss_duration: 1.9981509447097778 (2.009283684882796) | > loss_1: 33.07365417480469 (31.22292922524845) | > grad_norm_1: tensor(229.0497, device='cuda:0') (tensor(131.0334, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3826 (0.3688115893291826) | > loader_time: 0.0046 (0.0037565211288067475)  --> TIME: 2024-06-11 15:54:22 -- STEP: 144/330 -- GLOBAL_STEP: 273275 | > loss_disc: 2.3882992267608643 (2.3422849078973136) | > loss_disc_real_0: 0.16733363270759583 (0.11337286239075992) | > loss_disc_real_1: 0.19007058441638947 (0.197381643164489) | > loss_disc_real_2: 0.19641932845115662 (0.2102480110608869) | > loss_disc_real_3: 0.20553047955036163 (0.22900474888996947) | > loss_disc_real_4: 0.19733422994613647 (0.2306165960099962) | > loss_disc_real_5: 0.2031106948852539 (0.22099359944048855) | > loss_0: 2.3882992267608643 (2.3422849078973136) | > grad_norm_0: tensor(18.6376, device='cuda:0') (tensor(13.9586, device='cuda:0')) | > loss_gen: 2.4708058834075928 (2.498152448071374) | > loss_kl: 1.947583556175232 (1.9267222376333342) | > loss_feat: 8.32526683807373 (7.0803369018766595) | > loss_mel: 17.86819839477539 (17.750016331672665) | > loss_duration: 2.018216848373413 (2.0147873378462244) | > loss_1: 32.630069732666016 (31.270015080769856) | > grad_norm_1: tensor(317.3359, device='cuda:0') (tensor(153.7756, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3932 (0.37055463592211413) | > loader_time: 0.004 (0.00383528901471032)  --> TIME: 2024-06-11 15:54:32 -- STEP: 169/330 -- GLOBAL_STEP: 273300 | > loss_disc: 2.3926806449890137 (2.3458243051224206) | > loss_disc_real_0: 0.08689922094345093 (0.11364141534242404) | > loss_disc_real_1: 0.17794670164585114 (0.19720582126160346) | > loss_disc_real_2: 0.23300321400165558 (0.21078287929120149) | > loss_disc_real_3: 0.24201375246047974 (0.22982484393218566) | > loss_disc_real_4: 0.23859751224517822 (0.23036402895958466) | > loss_disc_real_5: 0.23662711679935455 (0.2216279440553936) | > loss_0: 2.3926806449890137 (2.3458243051224206) | > grad_norm_0: tensor(20.9636, device='cuda:0') (tensor(15.7230, device='cuda:0')) | > loss_gen: 2.4675612449645996 (2.5007493157358556) | > loss_kl: 2.062350273132324 (1.9322553703770835) | > loss_feat: 7.507683753967285 (7.104668614427013) | > loss_mel: 17.44277000427246 (17.758931120471843) | > loss_duration: 2.0732431411743164 (2.019861540850801) | > loss_1: 31.553607940673828 (31.31646577282065) | > grad_norm_1: tensor(314.3036, device='cuda:0') (tensor(173.2516, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3873 (0.3748367030239671) | > loader_time: 0.0048 (0.003959026562391654)  --> TIME: 2024-06-11 15:54:42 -- STEP: 194/330 -- GLOBAL_STEP: 273325 | > loss_disc: 2.4109725952148438 (2.3495344869869275) | > loss_disc_real_0: 0.11191418766975403 (0.11581865947731991) | > loss_disc_real_1: 0.21624480187892914 (0.19765291916033656) | > loss_disc_real_2: 0.21535691618919373 (0.21106312193514146) | > loss_disc_real_3: 0.2347736805677414 (0.22940084384274237) | > loss_disc_real_4: 0.24499060213565826 (0.22949798505023583) | > loss_disc_real_5: 0.26061567664146423 (0.2215135404744099) | > loss_0: 2.4109725952148438 (2.3495344869869275) | > grad_norm_0: tensor(50.5660, device='cuda:0') (tensor(18.7983, device='cuda:0')) | > loss_gen: 2.453380584716797 (2.5044575204554294) | > loss_kl: 2.151155710220337 (1.9370079200292372) | > loss_feat: 6.7746477127075195 (7.105163080176126) | > loss_mel: 16.96599769592285 (17.73863057991893) | > loss_duration: 2.048368453979492 (2.0271455448927314) | > loss_1: 30.3935489654541 (31.312404465429562) | > grad_norm_1: tensor(219.5048, device='cuda:0') (tensor(199.0768, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.3906 (0.37713982272393937) | > loader_time: 0.0044 (0.004058501155106066)  --> TIME: 2024-06-11 15:54:52 -- STEP: 219/330 -- GLOBAL_STEP: 273350 | > loss_disc: 2.3523917198181152 (2.3501107583851573) | > loss_disc_real_0: 0.11523406207561493 (0.1154567640121669) | > loss_disc_real_1: 0.18683700263500214 (0.19752911638179327) | > loss_disc_real_2: 0.2196061760187149 (0.21105271448555601) | > loss_disc_real_3: 0.24549737572669983 (0.22950922714792973) | > loss_disc_real_4: 0.21744556725025177 (0.23036270714513787) | > loss_disc_real_5: 0.21624906361103058 (0.22201730188441604) | > loss_0: 2.3523917198181152 (2.3501107583851573) | > grad_norm_0: tensor(32.3489, device='cuda:0') (tensor(20.7572, device='cuda:0')) | > loss_gen: 2.5370609760284424 (2.5096318362510366) | > loss_kl: 2.04593563079834 (1.9448177683843326) | > loss_feat: 7.225019454956055 (7.1031882229460965) | > loss_mel: 17.109827041625977 (17.690524872035198) | > loss_duration: 2.1013052463531494 (2.0346751294723915) | > loss_1: 31.019149780273438 (31.28283770661376) | > grad_norm_1: tensor(411.0385, device='cuda:0') (tensor(216.9393, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.409 (0.379906828545) | > loader_time: 0.0052 (0.0041644377251193986)  --> TIME: 2024-06-11 15:55:03 -- STEP: 244/330 -- GLOBAL_STEP: 273375 | > loss_disc: 2.433720350265503 (2.3523070186865134) | > loss_disc_real_0: 0.08152872323989868 (0.1167738971712648) | > loss_disc_real_1: 0.2287118285894394 (0.1974910828666609) | > loss_disc_real_2: 0.20232918858528137 (0.21117237607230904) | > loss_disc_real_3: 0.2531922161579132 (0.22969701721287164) | > loss_disc_real_4: 0.26467669010162354 (0.23022094491075296) | > loss_disc_real_5: 0.22012852132320404 (0.22235183350619722) | > loss_0: 2.433720350265503 (2.3523070186865134) | > grad_norm_0: tensor(22.7604, device='cuda:0') (tensor(23.1621, device='cuda:0')) | > loss_gen: 2.397401809692383 (2.5107280250455513) | > loss_kl: 1.8995178937911987 (1.94965640931833) | > loss_feat: 6.776459693908691 (7.097096247751204) | > loss_mel: 16.715600967407227 (17.656293697044497) | > loss_duration: 2.0737216472625732 (2.0433789731049132) | > loss_1: 29.862701416015625 (31.257153190550255) | > grad_norm_1: tensor(293.1304, device='cuda:0') (tensor(233.9674, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.4263 (0.3833952213897081) | > loader_time: 0.0053 (0.004281476872866275)  --> TIME: 2024-06-11 15:55:14 -- STEP: 269/330 -- GLOBAL_STEP: 273400 | > loss_disc: 2.4419665336608887 (2.351243681180876) | > loss_disc_real_0: 0.15065202116966248 (0.11763845769113768) | > loss_disc_real_1: 0.24731598794460297 (0.19759586137688293) | > loss_disc_real_2: 0.2407911866903305 (0.21091172907875372) | > loss_disc_real_3: 0.2345568984746933 (0.22926673160166544) | > loss_disc_real_4: 0.21651238203048706 (0.22983913173462822) | > loss_disc_real_5: 0.2136480063199997 (0.2217129260633958) | > loss_0: 2.4419665336608887 (2.351243681180876) | > grad_norm_0: tensor(13.7912, device='cuda:0') (tensor(22.8898, device='cuda:0')) | > loss_gen: 2.4690134525299072 (2.50841143494645) | > loss_kl: 2.036892890930176 (1.9561279453752651) | > loss_feat: 6.652349472045898 (7.116274431292453) | > loss_mel: 16.545183181762695 (17.614427041830183) | > loss_duration: 2.1368532180786133 (2.051104164034903) | > loss_1: 29.840290069580078 (31.24634488187315) | > grad_norm_1: tensor(282.9825, device='cuda:0') (tensor(237.4324, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.4439 (0.38783870310588403) | > loader_time: 0.0059 (0.0043980144656723804)  --> TIME: 2024-06-11 15:55:26 -- STEP: 294/330 -- GLOBAL_STEP: 273425 | > loss_disc: 2.4899868965148926 (2.354871998838827) | > loss_disc_real_0: 0.11421754211187363 (0.11856168009290079) | > loss_disc_real_1: 0.2125762403011322 (0.19808767766368637) | > loss_disc_real_2: 0.20553997159004211 (0.2109267636119914) | > loss_disc_real_3: 0.27373427152633667 (0.22945581204226229) | > loss_disc_real_4: 0.23138613998889923 (0.2301802073104852) | > loss_disc_real_5: 0.232364684343338 (0.22190574424810156) | > loss_0: 2.4899868965148926 (2.354871998838827) | > grad_norm_0: tensor(32.8463, device='cuda:0') (tensor(23.0198, device='cuda:0')) | > loss_gen: 2.421604633331299 (2.5022399652571896) | > loss_kl: 2.113250255584717 (1.9624087676710011) | > loss_feat: 7.717931270599365 (7.111697904106711) | > loss_mel: 17.60794448852539 (17.562884554571042) | > loss_duration: 2.1945295333862305 (2.061094626682955) | > loss_1: 32.055259704589844 (31.20032567394023) | > grad_norm_1: tensor(107.2474, device='cuda:0') (tensor(238.8476, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.4633 (0.39359718358435614) | > loader_time: 0.0071 (0.004570237633322377)  --> TIME: 2024-06-11 15:55:39 -- STEP: 319/330 -- GLOBAL_STEP: 273450 | > loss_disc: 2.463740348815918 (2.3612083491860507) | > loss_disc_real_0: 0.10136061906814575 (0.11978672234615936) | > loss_disc_real_1: 0.23039761185646057 (0.1983510696775862) | > loss_disc_real_2: 0.226227268576622 (0.21135783531822755) | > loss_disc_real_3: 0.2416945844888687 (0.23006204518031176) | > loss_disc_real_4: 0.22841913998126984 (0.23043813586795592) | > loss_disc_real_5: 0.2617395520210266 (0.22254997262947243) | > loss_0: 2.463740348815918 (2.3612083491860507) | > grad_norm_0: tensor(13.5386, device='cuda:0') (tensor(25.3500, device='cuda:0')) | > loss_gen: 2.4526238441467285 (2.496752475870065) | > loss_kl: 2.0055062770843506 (1.968265432175424) | > loss_feat: 7.944024562835693 (7.115971865698835) | > loss_mel: 16.67217445373535 (17.523845986512768) | > loss_duration: 2.2568955421447754 (2.07483102572749) | > loss_1: 31.331222534179688 (31.179666644727174) | > grad_norm_1: tensor(306.9927, device='cuda:0') (tensor(253.6026, device='cuda:0')) | > current_lr_0: 0.00018645463832687594 | > current_lr_1: 0.00018645463832687594 | > step_time: 0.5667 (0.40288167388461615) | > loader_time: 0.0091 (0.00480232717101477)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1630637645721436 (2.1630637645721436) | > loss_disc_real_0: 0.14502276480197906 (0.14502276480197906) | > loss_disc_real_1: 0.20544862747192383 (0.20544862747192383) | > loss_disc_real_2: 0.20810800790786743 (0.20810800790786743) | > loss_disc_real_3: 0.21118564903736115 (0.21118564903736115) | > loss_disc_real_4: 0.1700151115655899 (0.1700151115655899) | > loss_disc_real_5: 0.20791850984096527 (0.20791850984096527) | > loss_0: 2.1630637645721436 (2.1630637645721436) | > loss_gen: 2.6866655349731445 (2.6866655349731445) | > loss_kl: 2.083369493484497 (2.083369493484497) | > loss_feat: 8.218461036682129 (8.218461036682129) | > loss_mel: 17.310131072998047 (17.310131072998047) | > loss_duration: 2.9740304946899414 (2.9740304946899414) | > loss_1: 33.27265548706055 (33.27265548706055)  --> STEP: 1 | > loss_disc: 2.3450098037719727 (2.3450098037719727) | > loss_disc_real_0: 0.10471008718013763 (0.10471008718013763) | > loss_disc_real_1: 0.17352265119552612 (0.17352265119552612) | > loss_disc_real_2: 0.2286430150270462 (0.2286430150270462) | > loss_disc_real_3: 0.22720687091350555 (0.22720687091350555) | > loss_disc_real_4: 0.23186032474040985 (0.23186032474040985) | > loss_disc_real_5: 0.23451481759548187 (0.23451481759548187) | > loss_0: 2.3450098037719727 (2.3450098037719727) | > loss_gen: 2.4056742191314697 (2.4056742191314697) | > loss_kl: 3.01806378364563 (3.01806378364563) | > loss_feat: 6.244418144226074 (6.244418144226074) | > loss_mel: 19.156238555908203 (19.156238555908203) | > loss_duration: 2.39823055267334 (2.39823055267334) | > loss_1: 33.222625732421875 (33.222625732421875)  --> STEP: 2 | > loss_disc: 2.2777414321899414 (2.311375617980957) | > loss_disc_real_0: 0.11394699662923813 (0.10932854190468788) | > loss_disc_real_1: 0.16831228137016296 (0.17091746628284454) | > loss_disc_real_2: 0.2331526279449463 (0.23089782148599625) | > loss_disc_real_3: 0.2102791965007782 (0.21874303370714188) | > loss_disc_real_4: 0.19705583155155182 (0.21445807814598083) | > loss_disc_real_5: 0.2394849807024002 (0.23699989914894104) | > loss_0: 2.2777414321899414 (2.311375617980957) | > loss_gen: 2.3838553428649902 (2.39476478099823) | > loss_kl: 3.807854175567627 (3.4129589796066284) | > loss_feat: 5.954892635345459 (6.099655389785767) | > loss_mel: 18.06508445739746 (18.610661506652832) | > loss_duration: 2.434382915496826 (2.416306734085083) | > loss_1: 32.64606857299805 (32.93434715270996)  --> STEP: 3 | > loss_disc: 2.191420555114746 (2.2713905970255532) | > loss_disc_real_0: 0.1681596040725708 (0.12893889596064886) | > loss_disc_real_1: 0.18099243938922882 (0.1742757906516393) | > loss_disc_real_2: 0.15221183001995087 (0.2046691576639811) | > loss_disc_real_3: 0.18205192685127258 (0.20651266475518545) | > loss_disc_real_4: 0.16639059782028198 (0.1984355847040812) | > loss_disc_real_5: 0.21177372336387634 (0.2285911738872528) | > loss_0: 2.191420555114746 (2.2713905970255532) | > loss_gen: 2.3695220947265625 (2.3863505522410073) | > loss_kl: 2.8686869144439697 (3.231534957885742) | > loss_feat: 7.957113265991211 (6.718808015187581) | > loss_mel: 17.666650772094727 (18.29599126180013) | > loss_duration: 2.3561840057373047 (2.3962658246358237) | > loss_1: 33.21815490722656 (33.02894973754883)  --> STEP: 4 | > loss_disc: 2.3696396350860596 (2.29595285654068) | > loss_disc_real_0: 0.19243726134300232 (0.14481348730623722) | > loss_disc_real_1: 0.17367565631866455 (0.17412575706839561) | > loss_disc_real_2: 0.2837212085723877 (0.22443217039108276) | > loss_disc_real_3: 0.2221602499485016 (0.21042456105351448) | > loss_disc_real_4: 0.15879058837890625 (0.18852433562278748) | > loss_disc_real_5: 0.17496728897094727 (0.21518520265817642) | > loss_0: 2.3696396350860596 (2.29595285654068) | > loss_gen: 2.3834588527679443 (2.3856276273727417) | > loss_kl: 3.5689895153045654 (3.315898597240448) | > loss_feat: 8.066399574279785 (7.055705904960632) | > loss_mel: 17.659914016723633 (18.136971950531006) | > loss_duration: 2.391558885574341 (2.395089089870453) | > loss_1: 34.07032012939453 (33.289292335510254)  --> STEP: 5 | > loss_disc: 2.1531262397766113 (2.267387533187866) | > loss_disc_real_0: 0.14445684850215912 (0.1447421595454216) | > loss_disc_real_1: 0.15103653073310852 (0.1695079118013382) | > loss_disc_real_2: 0.1607457995414734 (0.2116948962211609) | > loss_disc_real_3: 0.22703003883361816 (0.2137456566095352) | > loss_disc_real_4: 0.19437892735004425 (0.18969525396823883) | > loss_disc_real_5: 0.16523544490337372 (0.20519525110721587) | > loss_0: 2.1531262397766113 (2.267387533187866) | > loss_gen: 2.48642897605896 (2.4057878971099855) | > loss_kl: 2.7899200916290283 (3.210702896118164) | > loss_feat: 6.492653846740723 (6.94309549331665) | > loss_mel: 18.901531219482422 (18.28988380432129) | > loss_duration: 2.406935453414917 (2.3974583625793455) | > loss_1: 33.07746887207031 (33.246927642822264)  --> STEP: 6 | > loss_disc: 2.5001773834228516 (2.3061858415603638) | > loss_disc_real_0: 0.12331186980009079 (0.14117044458786646) | > loss_disc_real_1: 0.20919033885002136 (0.1761216496427854) | > loss_disc_real_2: 0.21051125228405 (0.2114976222316424) | > loss_disc_real_3: 0.23269787430763245 (0.21690435955921808) | > loss_disc_real_4: 0.2481367141008377 (0.19943549732367197) | > loss_disc_real_5: 0.23447339236736298 (0.2100749413172404) | > loss_0: 2.5001773834228516 (2.3061858415603638) | > loss_gen: 2.1924290657043457 (2.370228091875712) | > loss_kl: 2.88202166557312 (3.1559226910273233) | > loss_feat: 5.621696472167969 (6.722862323125203) | > loss_mel: 19.02118492126465 (18.411767323811848) | > loss_duration: 2.1697933673858643 (2.3595141967137656) | > loss_1: 31.88712501525879 (33.020293871561684)  --> STEP: 7 | > loss_disc: 2.2975921630859375 (2.3049581732068742) | > loss_disc_real_0: 0.0896453931927681 (0.13380972295999527) | > loss_disc_real_1: 0.15434522926807404 (0.17301073244639806) | > loss_disc_real_2: 0.24406501650810242 (0.21615010712827956) | > loss_disc_real_3: 0.213460773229599 (0.21641241865498678) | > loss_disc_real_4: 0.18356890976428986 (0.19716884195804596) | > loss_disc_real_5: 0.19225789606571198 (0.20752964913845062) | > loss_0: 2.2975921630859375 (2.3049581732068742) | > loss_gen: 2.367094039916992 (2.3697803701673235) | > loss_kl: 3.9932451248168945 (3.2755401815686906) | > loss_feat: 5.5058417320251465 (6.5490022386823386) | > loss_mel: 17.199262619018555 (18.238552365984237) | > loss_duration: 2.4815011024475098 (2.376940897532872) | > loss_1: 31.54694366455078 (32.80981527056013)  --> STEP: 8 | > loss_disc: 2.3690311908721924 (2.312967300415039) | > loss_disc_real_0: 0.08368971943855286 (0.12754472251981497) | > loss_disc_real_1: 0.15672573447227478 (0.17097510769963264) | > loss_disc_real_2: 0.22571231424808502 (0.21734538301825523) | > loss_disc_real_3: 0.2861217260360718 (0.2251260820776224) | > loss_disc_real_4: 0.18550021946430206 (0.19571026414632797) | > loss_disc_real_5: 0.2236863225698471 (0.20954923331737518) | > loss_0: 2.3690311908721924 (2.312967300415039) | > loss_gen: 2.2311079502105713 (2.3524463176727295) | > loss_kl: 3.3705732822418213 (3.287419319152832) | > loss_feat: 7.782850742340088 (6.703233301639557) | > loss_mel: 18.41670799255371 (18.26082181930542) | > loss_duration: 2.2159228324890137 (2.3568136394023895) | > loss_1: 34.01716232299805 (32.96073365211487)  --> STEP: 9 | > loss_disc: 2.399205446243286 (2.3225493166181774) | > loss_disc_real_0: 0.1546182781457901 (0.13055289536714554) | > loss_disc_real_1: 0.22038927674293518 (0.17646557092666626) | > loss_disc_real_2: 0.24415437877178192 (0.22032416032420266) | > loss_disc_real_3: 0.20644034445285797 (0.22304988900820413) | > loss_disc_real_4: 0.15721870958805084 (0.19143342475096384) | > loss_disc_real_5: 0.1656361222267151 (0.2046699987517463) | > loss_0: 2.399205446243286 (2.3225493166181774) | > loss_gen: 2.275320291519165 (2.343876759211222) | > loss_kl: 2.790483236312866 (3.2322041988372803) | > loss_feat: 9.1756010055542 (6.97794082429674) | > loss_mel: 18.73490333557129 (18.31349754333496) | > loss_duration: 2.1345276832580566 (2.332115199830797) | > loss_1: 35.11083984375 (33.199634340074326)  --> STEP: 10 | > loss_disc: 2.3630270957946777 (2.3265970945358276) | > loss_disc_real_0: 0.13309955596923828 (0.1308075614273548) | > loss_disc_real_1: 0.20981284976005554 (0.1798002988100052) | > loss_disc_real_2: 0.25971555709838867 (0.22426330000162126) | > loss_disc_real_3: 0.17796751856803894 (0.21854165196418762) | > loss_disc_real_4: 0.20807361602783203 (0.19309744387865066) | > loss_disc_real_5: 0.18726815283298492 (0.20292981415987016) | > loss_0: 2.3630270957946777 (2.3265970945358276) | > loss_gen: 2.267639636993408 (2.336253046989441) | > loss_kl: 2.505058526992798 (3.159489631652832) | > loss_feat: 6.468790531158447 (6.92702579498291) | > loss_mel: 16.346506118774414 (18.116798400878906) | > loss_duration: 2.3806300163269043 (2.3369666814804075) | > loss_1: 29.968624114990234 (32.876533317565915)  --> STEP: 11 | > loss_disc: 2.3320178985595703 (2.3270898949016225) | > loss_disc_real_0: 0.12067772448062897 (0.12988666715947064) | > loss_disc_real_1: 0.17520728707313538 (0.17938275228847156) | > loss_disc_real_2: 0.2015063762664795 (0.22219448875297199) | > loss_disc_real_3: 0.24939242005348206 (0.22134626724503256) | > loss_disc_real_4: 0.23319870233535767 (0.1967430128292604) | > loss_disc_real_5: 0.28146934509277344 (0.2100697715174068) | > loss_0: 2.3320178985595703 (2.3270898949016225) | > loss_gen: 2.363842010498047 (2.3387611345811323) | > loss_kl: 3.0269041061401367 (3.147436402060769) | > loss_feat: 5.820611476898193 (6.826442675157026) | > loss_mel: 16.878454208374023 (18.004221656105734) | > loss_duration: 2.41713285446167 (2.3442545153877954) | > loss_1: 30.50694465637207 (32.6611161665483)  --> STEP: 12 | > loss_disc: 2.5772039890289307 (2.347932736078898) | > loss_disc_real_0: 0.11505599319934845 (0.12865077766279379) | > loss_disc_real_1: 0.23950380086898804 (0.18439283967018127) | > loss_disc_real_2: 0.2516200542449951 (0.22464661921064058) | > loss_disc_real_3: 0.2629927098751068 (0.2248168041308721) | > loss_disc_real_4: 0.20809181034564972 (0.19768874595562616) | > loss_disc_real_5: 0.19976478815078735 (0.20921102290352186) | > loss_0: 2.5772039890289307 (2.347932736078898) | > loss_gen: 2.0281906127929688 (2.312880257765452) | > loss_kl: 2.3437705039978027 (3.080464243888855) | > loss_feat: 5.70799446105957 (6.733238657315572) | > loss_mel: 17.451250076293945 (17.958140691121418) | > loss_duration: 2.2787485122680664 (2.3387956817944846) | > loss_1: 29.809955596923828 (32.423519452412926)  --> STEP: 13 | > loss_disc: 2.458723306655884 (2.356455087661743) | > loss_disc_real_0: 0.25680598616600037 (0.13850887062457892) | > loss_disc_real_1: 0.24631883203983307 (0.18915637754476988) | > loss_disc_real_2: 0.24521680176258087 (0.22622894094540522) | > loss_disc_real_3: 0.22550907731056213 (0.22487005591392517) | > loss_disc_real_4: 0.201438769698143 (0.19797720932043517) | > loss_disc_real_5: 0.1999731808900833 (0.2085004196717189) | > loss_0: 2.458723306655884 (2.356455087661743) | > loss_gen: 2.3763720989227295 (2.317764245546781) | > loss_kl: 3.124103307723999 (3.083821094953097) | > loss_feat: 5.441721439361572 (6.633891179011418) | > loss_mel: 14.37687873840332 (17.682659002450798) | > loss_duration: 2.2536587715148926 (2.3322466886960544) | > loss_1: 27.57273292541504 (32.05038202725924)  --> STEP: 14 | > loss_disc: 2.309800624847412 (2.3531226260321483) | > loss_disc_real_0: 0.12572799623012543 (0.1375959510249751) | > loss_disc_real_1: 0.09549473971128464 (0.1824662605566638) | > loss_disc_real_2: 0.26312971115112305 (0.22886471024581365) | > loss_disc_real_3: 0.18504513800144196 (0.22202541892017638) | > loss_disc_real_4: 0.16848959028720856 (0.19587095081806183) | > loss_disc_real_5: 0.17176811397075653 (0.20587668355022157) | > loss_0: 2.309800624847412 (2.3531226260321483) | > loss_gen: 2.1447184085845947 (2.3054038286209106) | > loss_kl: 3.6956710815429688 (3.127524665423802) | > loss_feat: 7.781726837158203 (6.715879440307617) | > loss_mel: 19.34427261352539 (17.801345688956125) | > loss_duration: 2.3654067516326904 (2.3346152646201) | > loss_1: 35.33179473876953 (32.28476864950998)  --> STEP: 15 | > loss_disc: 2.380047559738159 (2.354917621612549) | > loss_disc_real_0: 0.20807301998138428 (0.1422944222887357) | > loss_disc_real_1: 0.15447397530078888 (0.18060010820627212) | > loss_disc_real_2: 0.19722680747509003 (0.2267555167277654) | > loss_disc_real_3: 0.21667715907096863 (0.22166886826356252) | > loss_disc_real_4: 0.18382154405117035 (0.1950676570336024) | > loss_disc_real_5: 0.22033773362636566 (0.20684075355529785) | > loss_0: 2.380047559738159 (2.354917621612549) | > loss_gen: 2.2830042839050293 (2.3039105256398518) | > loss_kl: 3.2647721767425537 (3.136674499511719) | > loss_feat: 9.554271697998047 (6.9051055908203125) | > loss_mel: 17.53606414794922 (17.783660252888996) | > loss_duration: 2.384263753890991 (2.337925163904826) | > loss_1: 35.02237319946289 (32.46727561950684)  --> STEP: 16 | > loss_disc: 2.3597898483276367 (2.355222135782242) | > loss_disc_real_0: 0.1643310785293579 (0.1436717133037746) | > loss_disc_real_1: 0.16116823256015778 (0.17938561597838998) | > loss_disc_real_2: 0.17960795760154724 (0.22380879428237677) | > loss_disc_real_3: 0.19424675405025482 (0.2199549861252308) | > loss_disc_real_4: 0.15783822536468506 (0.19274081755429506) | > loss_disc_real_5: 0.1761348992586136 (0.20492163766175508) | > loss_0: 2.3597898483276367 (2.355222135782242) | > loss_gen: 2.028977155685425 (2.2867271900177) | > loss_kl: 2.9141087532043457 (3.122764140367508) | > loss_feat: 5.96058988571167 (6.846073359251022) | > loss_mel: 14.16824722290039 (17.55769693851471) | > loss_duration: 2.3861711025238037 (2.340940535068512) | > loss_1: 27.458093643188477 (32.154201745986946)  --> STEP: 17 | > loss_disc: 2.333209991455078 (2.353927303762997) | > loss_disc_real_0: 0.10618162900209427 (0.14146641422720516) | > loss_disc_real_1: 0.21222567558288574 (0.18131738419041915) | > loss_disc_real_2: 0.2034204602241516 (0.22260948051424587) | > loss_disc_real_3: 0.24468708038330078 (0.22140981519923492) | > loss_disc_real_4: 0.20024985074996948 (0.19318252538933472) | > loss_disc_real_5: 0.1982646882534027 (0.20453005240244024) | > loss_0: 2.333209991455078 (2.353927303762997) | > loss_gen: 2.626126527786255 (2.306691856945262) | > loss_kl: 2.6488144397735596 (3.0948847462149227) | > loss_feat: 7.9587202072143555 (6.911523173837101) | > loss_mel: 15.900627136230469 (17.460222244262695) | > loss_duration: 2.414496660232544 (2.3452673659605137) | > loss_1: 31.548786163330078 (32.11858906465419)  --> STEP: 18 | > loss_disc: 2.2000253200531006 (2.3453771935568914) | > loss_disc_real_0: 0.06803205609321594 (0.13738672766420576) | > loss_disc_real_1: 0.08890660852193832 (0.17618345220883688) | > loss_disc_real_2: 0.12366318702697754 (0.21711246420939764) | > loss_disc_real_3: 0.14219194650650024 (0.217008822494083) | > loss_disc_real_4: 0.12007386982440948 (0.18912093341350555) | > loss_disc_real_5: 0.10537929087877274 (0.19902167676223648) | > loss_0: 2.2000253200531006 (2.3453771935568914) | > loss_gen: 1.979051113128662 (2.2884895933998957) | > loss_kl: 2.0152454376220703 (3.034904784626431) | > loss_feat: 9.82226848602295 (7.073231246736315) | > loss_mel: 17.407772064208984 (17.457308345370823) | > loss_duration: 2.1953165531158447 (2.336936765246921) | > loss_1: 33.419654846191406 (32.190870496961814)  --> STEP: 19 | > loss_disc: 2.4401750564575195 (2.350366554762188) | > loss_disc_real_0: 0.13798737525939941 (0.13741834069553174) | > loss_disc_real_1: 0.1558503657579422 (0.17511328976405294) | > loss_disc_real_2: 0.21220558881759644 (0.21685420760982915) | > loss_disc_real_3: 0.21056786179542542 (0.2166698245625747) | > loss_disc_real_4: 0.23123356699943542 (0.19133738781276502) | > loss_disc_real_5: 0.3172348737716675 (0.20524342397325918) | > loss_0: 2.4401750564575195 (2.350366554762188) | > loss_gen: 2.269285202026367 (2.2874788359591833) | > loss_kl: 2.266031503677368 (2.9944377698396383) | > loss_feat: 7.298765182495117 (7.0851014538815145) | > loss_mel: 17.734529495239258 (17.471898932206003) | > loss_duration: 2.320202589035034 (2.336056019130506) | > loss_1: 31.888813018798828 (32.174972734953236)  --> STEP: 20 | > loss_disc: 2.298236608505249 (2.347760057449341) | > loss_disc_real_0: 0.1756017506122589 (0.1393275111913681) | > loss_disc_real_1: 0.2257559597492218 (0.1776454232633114) | > loss_disc_real_2: 0.26931464672088623 (0.21947722956538201) | > loss_disc_real_3: 0.19339418411254883 (0.21550604254007338) | > loss_disc_real_4: 0.15689752995967865 (0.1896153949201107) | > loss_disc_real_5: 0.12810203433036804 (0.2013863544911146) | > loss_0: 2.298236608505249 (2.347760057449341) | > loss_gen: 2.4314515590667725 (2.2946774721145626) | > loss_kl: 2.6336557865142822 (2.9763986706733703) | > loss_feat: 5.66234827041626 (7.013963794708252) | > loss_mel: 17.723817825317383 (17.48449487686157) | > loss_duration: 2.3171679973602295 (2.335111618041992) | > loss_1: 30.76844024658203 (32.104646110534674)  --> STEP: 21 | > loss_disc: 2.0278563499450684 (2.332526547568185) | > loss_disc_real_0: 0.13231343030929565 (0.13899350733984084) | > loss_disc_real_1: 0.20199866592884064 (0.17880510148547946) | > loss_disc_real_2: 0.2343369722366333 (0.22018483635925112) | > loss_disc_real_3: 0.1908934861421585 (0.2143340160449346) | > loss_disc_real_4: 0.17989742755889893 (0.18915263456957682) | > loss_disc_real_5: 0.14125469326972961 (0.19852294205200105) | > loss_0: 2.0278563499450684 (2.332526547568185) | > loss_gen: 2.738131284713745 (2.315794320333571) | > loss_kl: 2.0192959308624268 (2.930822349729992) | > loss_feat: 7.126181125640869 (7.019307477133615) | > loss_mel: 16.13827133178711 (17.42038899376279) | > loss_duration: 2.1437039375305176 (2.3259969665890647) | > loss_1: 30.16558265686035 (32.0123097555978)  --> STEP: 22 | > loss_disc: 2.3872909545898438 (2.3350158387964424) | > loss_disc_real_0: 0.07552593946456909 (0.13610861789096484) | > loss_disc_real_1: 0.17451858520507812 (0.1786102598363703) | > loss_disc_real_2: 0.19019381701946259 (0.21882160820744254) | > loss_disc_real_3: 0.21352985501289368 (0.21429746327075092) | > loss_disc_real_4: 0.19188173115253448 (0.1892766844142567) | > loss_disc_real_5: 0.2640610337257385 (0.20150194621898912) | > loss_0: 2.3872909545898438 (2.3350158387964424) | > loss_gen: 2.1778712272644043 (2.309525088830427) | > loss_kl: 2.3113112449645996 (2.902662754058838) | > loss_feat: 6.886608123779297 (7.013275688344782) | > loss_mel: 19.69729232788086 (17.523884599859063) | > loss_duration: 2.1759650707244873 (2.319177334958857) | > loss_1: 33.24905014038086 (32.06852522763339)  --> STEP: 23 | > loss_disc: 2.641610622406006 (2.348346046779467) | > loss_disc_real_0: 0.18619908392429352 (0.13828646424024002) | > loss_disc_real_1: 0.2864888906478882 (0.18330063508904498) | > loss_disc_real_2: 0.3035559356212616 (0.22250570939934772) | > loss_disc_real_3: 0.25286248326301575 (0.2159742032704146) | > loss_disc_real_4: 0.24383649230003357 (0.19164884997450787) | > loss_disc_real_5: 0.2244001179933548 (0.2024975189048311) | > loss_0: 2.641610622406006 (2.348346046779467) | > loss_gen: 2.2972002029418945 (2.3089892242265777) | > loss_kl: 2.5135104656219482 (2.8857430893441904) | > loss_feat: 5.216212272644043 (6.935142496357793) | > loss_mel: 16.36659049987793 (17.473567465077274) | > loss_duration: 2.247861623764038 (2.3160766518634297) | > loss_1: 28.641374588012695 (31.919518678084664)  --> STEP: 24 | > loss_disc: 2.458102226257324 (2.3529192209243774) | > loss_disc_real_0: 0.17988166213035583 (0.1400195974856615) | > loss_disc_real_1: 0.20614105463027954 (0.18425231923659643) | > loss_disc_real_2: 0.18410450220108032 (0.22090565909941992) | > loss_disc_real_3: 0.24948279559612274 (0.2173703946173191) | > loss_disc_real_4: 0.22461475431919098 (0.193022429322203) | > loss_disc_real_5: 0.23445621132850647 (0.2038291310891509) | > loss_0: 2.458102226257324 (2.3529192209243774) | > loss_gen: 2.196200370788574 (2.304289688666661) | > loss_kl: 2.540677070617676 (2.871365338563919) | > loss_feat: 5.468696117401123 (6.874040563901265) | > loss_mel: 17.35181427001953 (17.4684944152832) | > loss_duration: 2.385629892349243 (2.3189747035503387) | > loss_1: 29.943017959594727 (31.837164481480915)  --> STEP: 25 | > loss_disc: 2.2861316204071045 (2.3502477169036866) | > loss_disc_real_0: 0.14205029606819153 (0.1401008254289627) | > loss_disc_real_1: 0.19335275888442993 (0.18461633682250977) | > loss_disc_real_2: 0.2766415774822235 (0.22313509583473207) | > loss_disc_real_3: 0.2597006857395172 (0.21906360626220703) | > loss_disc_real_4: 0.18945032358169556 (0.1928795450925827) | > loss_disc_real_5: 0.18906398117542267 (0.20323852509260176) | > loss_0: 2.2861316204071045 (2.3502477169036866) | > loss_gen: 2.475507974624634 (2.31113842010498) | > loss_kl: 2.522939920425415 (2.8574283218383787) | > loss_feat: 7.664249897003174 (6.905648937225342) | > loss_mel: 16.78104019165039 (17.440996246337885) | > loss_duration: 2.3564634323120117 (2.3204742527008055) | > loss_1: 31.800201416015625 (31.835685958862303)  --> STEP: 26 | > loss_disc: 2.0946555137634277 (2.3404172475521383) | > loss_disc_real_0: 0.20665858685970306 (0.14266073933014503) | > loss_disc_real_1: 0.17064091563224792 (0.1840788206228843) | > loss_disc_real_2: 0.17561140656471252 (0.221307261632039) | > loss_disc_real_3: 0.08655750006437302 (0.21396721756229034) | > loss_disc_real_4: 0.19325542449951172 (0.1928940019928492) | > loss_disc_real_5: 0.12445652484893799 (0.20020844816015318) | > loss_0: 2.0946555137634277 (2.3404172475521383) | > loss_gen: 2.524099588394165 (2.3193292342699485) | > loss_kl: 2.3216562271118164 (2.8368217028104343) | > loss_feat: 15.52676773071289 (7.2372304292825556) | > loss_mel: 20.4936466217041 (17.558405876159664) | > loss_duration: 2.304084300994873 (2.3198438699428854) | > loss_1: 43.170257568359375 (32.27163102076604) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024446799204899715 (-3.766096555269695e-05) | > avg_loss_disc: 2.3404172475521383 (-0.08696391032292317) | > avg_loss_disc_real_0: 0.14266073933014503 (-0.03780382986252123) | > avg_loss_disc_real_1: 0.1840788206228843 (-0.009992239853510498) | > avg_loss_disc_real_2: 0.221307261632039 (-0.007333662647467376) | > avg_loss_disc_real_3: 0.21396721756229034 (-0.0032637706742836836) | > avg_loss_disc_real_4: 0.1928940019928492 (-0.0047370533530528836) | > avg_loss_disc_real_5: 0.20020844816015318 (-0.026210640198909313) | > avg_loss_0: 2.3404172475521383 (-0.08696391032292317) | > avg_loss_gen: 2.3193292342699485 (-0.03914637749011751) | > avg_loss_kl: 2.8368217028104343 (+0.044106854842259846) | > avg_loss_feat: 7.2372304292825556 (+0.3810281203343324) | > avg_loss_mel: 17.558405876159664 (-0.18617791395920946) | > avg_loss_duration: 2.3198438699428854 (-0.013542505411000771) | > avg_loss_1: 32.27163102076604 (+0.18626792614276155)  > EPOCH: 562/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:56:04)   --> TIME: 2024-06-11 15:56:11 -- STEP: 14/330 -- GLOBAL_STEP: 273475 | > loss_disc: 2.342733860015869 (2.3641770226614818) | > loss_disc_real_0: 0.12375915795564651 (0.10415033996105194) | > loss_disc_real_1: 0.24573914706707 (0.22749859307493484) | > loss_disc_real_2: 0.20699357986450195 (0.21272265591791698) | > loss_disc_real_3: 0.2255975753068924 (0.22193323075771332) | > loss_disc_real_4: 0.212303027510643 (0.22274204449994223) | > loss_disc_real_5: 0.23077133297920227 (0.21659003411020553) | > loss_0: 2.342733860015869 (2.3641770226614818) | > grad_norm_0: tensor(17.3837, device='cuda:0') (tensor(12.3232, device='cuda:0')) | > loss_gen: 2.4873580932617188 (2.4931762559073314) | > loss_kl: 1.7068380117416382 (1.803975522518158) | > loss_feat: 7.201969146728516 (6.935463462557111) | > loss_mel: 17.300016403198242 (17.92372567313058) | > loss_duration: 2.038693904876709 (2.0979859914098467) | > loss_1: 30.73487663269043 (31.254327637808665) | > grad_norm_1: tensor(162.5868, device='cuda:0') (tensor(102.5832, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.3399 (0.36137100628444124) | > loader_time: 0.0031 (0.0030479771750313894)  --> TIME: 2024-06-11 15:56:20 -- STEP: 39/330 -- GLOBAL_STEP: 273500 | > loss_disc: 2.27311110496521 (2.337682821811774) | > loss_disc_real_0: 0.10188353061676025 (0.10602614856683291) | > loss_disc_real_1: 0.18360017240047455 (0.2080199000162956) | > loss_disc_real_2: 0.22513556480407715 (0.20951539278030396) | > loss_disc_real_3: 0.2026292085647583 (0.22338069020173487) | > loss_disc_real_4: 0.20609070360660553 (0.22773354405011886) | > loss_disc_real_5: 0.1824057400226593 (0.21989966890750787) | > loss_0: 2.27311110496521 (2.337682821811774) | > grad_norm_0: tensor(5.6475, device='cuda:0') (tensor(10.0804, device='cuda:0')) | > loss_gen: 2.4144740104675293 (2.4950670706920137) | > loss_kl: 1.9094196557998657 (1.8662685308700953) | > loss_feat: 7.395299911499023 (6.997358811207307) | > loss_mel: 17.6099796295166 (17.747922799526116) | > loss_duration: 2.0262362957000732 (2.037803148611998) | > loss_1: 31.355409622192383 (31.14442057487292) | > grad_norm_1: tensor(48.5488, device='cuda:0') (tensor(104.6893, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.354 (0.35657571523617476) | > loader_time: 0.0033 (0.0032834639916053186) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_273500.pth  --> TIME: 2024-06-11 15:56:34 -- STEP: 64/330 -- GLOBAL_STEP: 273525 | > loss_disc: 2.3127939701080322 (2.330976579338312) | > loss_disc_real_0: 0.1180216446518898 (0.10746789304539561) | > loss_disc_real_1: 0.21453027427196503 (0.20570539496839046) | > loss_disc_real_2: 0.20804238319396973 (0.20848399470560253) | > loss_disc_real_3: 0.2010613977909088 (0.22477421909570694) | > loss_disc_real_4: 0.22383959591388702 (0.229267937829718) | > loss_disc_real_5: 0.19967758655548096 (0.2194632317405194) | > loss_0: 2.3127939701080322 (2.330976579338312) | > grad_norm_0: tensor(6.2504, device='cuda:0') (tensor(9.9270, device='cuda:0')) | > loss_gen: 2.379894971847534 (2.5013592839241032) | > loss_kl: 2.131331443786621 (1.899618349969387) | > loss_feat: 7.094893455505371 (7.029019229114056) | > loss_mel: 18.38827896118164 (17.76493281126023) | > loss_duration: 2.0195982456207275 (2.018890805542469) | > loss_1: 32.01399612426758 (31.21382063627243) | > grad_norm_1: tensor(63.8550, device='cuda:0') (tensor(116.0589, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.383 (0.3623986206948757) | > loader_time: 0.0035 (0.003456495702266693)  --> TIME: 2024-06-11 15:56:44 -- STEP: 89/330 -- GLOBAL_STEP: 273550 | > loss_disc: 2.308678388595581 (2.333500878194745) | > loss_disc_real_0: 0.0913221687078476 (0.10955633080742333) | > loss_disc_real_1: 0.13830864429473877 (0.20388344432530778) | > loss_disc_real_2: 0.17444226145744324 (0.20913047736950136) | > loss_disc_real_3: 0.20880770683288574 (0.22474440078387103) | > loss_disc_real_4: 0.19862736761569977 (0.22950168556711648) | > loss_disc_real_5: 0.18408308923244476 (0.2190400283323245) | > loss_0: 2.308678388595581 (2.333500878194745) | > grad_norm_0: tensor(23.9713, device='cuda:0') (tensor(10.5245, device='cuda:0')) | > loss_gen: 2.433615207672119 (2.4978832957449923) | > loss_kl: 1.9409154653549194 (1.9176546134305803) | > loss_feat: 6.821157455444336 (7.061541493019361) | > loss_mel: 17.18240737915039 (17.75397146417854) | > loss_duration: 2.016895055770874 (2.0114610315708634) | > loss_1: 30.394990921020508 (31.24251194214553) | > grad_norm_1: tensor(243.9587, device='cuda:0') (tensor(126.1081, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.361 (0.36425651593154745) | > loader_time: 0.0038 (0.00355174836148037)  --> TIME: 2024-06-11 15:56:53 -- STEP: 114/330 -- GLOBAL_STEP: 273575 | > loss_disc: 2.335275173187256 (2.346240020634835) | > loss_disc_real_0: 0.11512819677591324 (0.11170642966764015) | > loss_disc_real_1: 0.17273585498332977 (0.20233536433232457) | > loss_disc_real_2: 0.2032739818096161 (0.2116823391171924) | > loss_disc_real_3: 0.23411746323108673 (0.22625283648570382) | > loss_disc_real_4: 0.20554323494434357 (0.22856422775147253) | > loss_disc_real_5: 0.19246791303157806 (0.2192319064286717) | > loss_0: 2.335275173187256 (2.346240020634835) | > grad_norm_0: tensor(10.8891, device='cuda:0') (tensor(11.3697, device='cuda:0')) | > loss_gen: 2.401721715927124 (2.488949317681162) | > loss_kl: 2.0986902713775635 (1.9348467055119967) | > loss_feat: 6.981122016906738 (7.045290629069011) | > loss_mel: 18.16680335998535 (17.75761661194918) | > loss_duration: 2.0284712314605713 (2.0122829675674434) | > loss_1: 31.676809310913086 (31.238986232824494) | > grad_norm_1: tensor(142.7368, device='cuda:0') (tensor(135.0200, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.3607 (0.3659114900388216) | > loader_time: 0.0036 (0.0036239937732094212)  --> TIME: 2024-06-11 15:57:03 -- STEP: 139/330 -- GLOBAL_STEP: 273600 | > loss_disc: 2.4235517978668213 (2.343186321876032) | > loss_disc_real_0: 0.1746578812599182 (0.11242264230474294) | > loss_disc_real_1: 0.2395007312297821 (0.20105657453159634) | > loss_disc_real_2: 0.19346997141838074 (0.21086795177819917) | > loss_disc_real_3: 0.20283913612365723 (0.2266043795527315) | > loss_disc_real_4: 0.2171742469072342 (0.22922761727580063) | > loss_disc_real_5: 0.22763247787952423 (0.22065224600352829) | > loss_0: 2.4235517978668213 (2.343186321876032) | > grad_norm_0: tensor(5.9602, device='cuda:0') (tensor(12.0805, device='cuda:0')) | > loss_gen: 2.4376654624938965 (2.4960899713228075) | > loss_kl: 1.9701646566390991 (1.9404417645159384) | > loss_feat: 7.482987880706787 (7.055890731674304) | > loss_mel: 17.769235610961914 (17.75777952619594) | > loss_duration: 2.0754618644714355 (2.016531465722502) | > loss_1: 31.735517501831055 (31.266733485160113) | > grad_norm_1: tensor(145.2309, device='cuda:0') (tensor(148.4493, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.3711 (0.37064702562290985) | > loader_time: 0.004 (0.0037919668842562666)  --> TIME: 2024-06-11 15:57:13 -- STEP: 164/330 -- GLOBAL_STEP: 273625 | > loss_disc: 2.371368408203125 (2.34371012885396) | > loss_disc_real_0: 0.09183229506015778 (0.11313832891968692) | > loss_disc_real_1: 0.19910824298858643 (0.19985494517335073) | > loss_disc_real_2: 0.17813937366008759 (0.2103135966491409) | > loss_disc_real_3: 0.2519225776195526 (0.22714687565841335) | > loss_disc_real_4: 0.22637391090393066 (0.22968411563736638) | > loss_disc_real_5: 0.24924135208129883 (0.22125498814190306) | > loss_0: 2.371368408203125 (2.34371012885396) | > grad_norm_0: tensor(22.0655, device='cuda:0') (tensor(12.6848, device='cuda:0')) | > loss_gen: 2.5626845359802246 (2.497041561254641) | > loss_kl: 1.9018137454986572 (1.94899325399864) | > loss_feat: 7.410212993621826 (7.076107266472607) | > loss_mel: 18.366886138916016 (17.761996094773455) | > loss_duration: 2.079444169998169 (2.019591519745384) | > loss_1: 32.321041107177734 (31.303729720231964) | > grad_norm_1: tensor(209.0083, device='cuda:0') (tensor(153.5879, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.401 (0.37428313493728627) | > loader_time: 0.0051 (0.00391961016306063)  --> TIME: 2024-06-11 15:57:24 -- STEP: 189/330 -- GLOBAL_STEP: 273650 | > loss_disc: 2.3554060459136963 (2.3504591833346717) | > loss_disc_real_0: 0.08099357038736343 (0.11473338715929203) | > loss_disc_real_1: 0.20463936030864716 (0.19994220240090887) | > loss_disc_real_2: 0.22914628684520721 (0.21104678338166902) | > loss_disc_real_3: 0.24306531250476837 (0.22772082221255738) | > loss_disc_real_4: 0.2516774833202362 (0.2301332930093089) | > loss_disc_real_5: 0.2618013620376587 (0.2211930983596378) | > loss_0: 2.3554060459136963 (2.3504591833346717) | > grad_norm_0: tensor(9.0774, device='cuda:0') (tensor(14.4672, device='cuda:0')) | > loss_gen: 2.3145689964294434 (2.488536703523504) | > loss_kl: 1.8604049682617188 (1.953662736075265) | > loss_feat: 6.53839111328125 (7.0473697273819536) | > loss_mel: 16.969221115112305 (17.72964896348418) | > loss_duration: 2.1063389778137207 (2.0264048759268696) | > loss_1: 29.788925170898438 (31.245623028467573) | > grad_norm_1: tensor(116.2863, device='cuda:0') (tensor(168.8804, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.409 (0.37828536386843065) | > loader_time: 0.0052 (0.0040490551600380524)  --> TIME: 2024-06-11 15:57:34 -- STEP: 214/330 -- GLOBAL_STEP: 273675 | > loss_disc: 2.4238181114196777 (2.3519704965787493) | > loss_disc_real_0: 0.19182229042053223 (0.11638030110397071) | > loss_disc_real_1: 0.17552700638771057 (0.19932537679081763) | > loss_disc_real_2: 0.23497062921524048 (0.21112669600504586) | > loss_disc_real_3: 0.2238692194223404 (0.22776868048115317) | > loss_disc_real_4: 0.21095502376556396 (0.23021803162643842) | > loss_disc_real_5: 0.20922020077705383 (0.22103236023789255) | > loss_0: 2.4238181114196777 (2.3519704965787493) | > grad_norm_0: tensor(40.7486, device='cuda:0') (tensor(16.8385, device='cuda:0')) | > loss_gen: 2.5515520572662354 (2.49115179743722) | > loss_kl: 1.7799426317214966 (1.9572411168401487) | > loss_feat: 6.84691047668457 (7.043195243193725) | > loss_mel: 17.494144439697266 (17.6956665181668) | > loss_duration: 2.1162874698638916 (2.033141958936352) | > loss_1: 30.788837432861328 (31.220396630117826) | > grad_norm_1: tensor(63.9279, device='cuda:0') (tensor(189.3051, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.4084 (0.38175826763438275) | > loader_time: 0.0048 (0.00416780075180196)  --> TIME: 2024-06-11 15:57:45 -- STEP: 239/330 -- GLOBAL_STEP: 273700 | > loss_disc: 2.3997578620910645 (2.354454069456793) | > loss_disc_real_0: 0.1114310771226883 (0.11689707923633783) | > loss_disc_real_1: 0.18703661859035492 (0.19932829679056188) | > loss_disc_real_2: 0.19907326996326447 (0.2108235081743496) | > loss_disc_real_3: 0.21130609512329102 (0.22799369667863253) | > loss_disc_real_4: 0.20015008747577667 (0.2302204639841822) | > loss_disc_real_5: 0.21253162622451782 (0.22115756097448422) | > loss_0: 2.3997578620910645 (2.354454069456793) | > grad_norm_0: tensor(6.7626, device='cuda:0') (tensor(18.6083, device='cuda:0')) | > loss_gen: 2.3306620121002197 (2.490207174333068) | > loss_kl: 2.0441055297851562 (1.9626577982842672) | > loss_feat: 6.818713188171387 (7.021249968636485) | > loss_mel: 17.76824378967285 (17.657490383132235) | > loss_duration: 2.0780820846557617 (2.040972562514587) | > loss_1: 31.039806365966797 (31.172577885903074) | > grad_norm_1: tensor(331.4804, device='cuda:0') (tensor(203.9714, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.4055 (0.38618901982965814) | > loader_time: 0.0055 (0.0042997982711472735)  --> TIME: 2024-06-11 15:57:56 -- STEP: 264/330 -- GLOBAL_STEP: 273725 | > loss_disc: 2.3982932567596436 (2.360639785275313) | > loss_disc_real_0: 0.30477339029312134 (0.11978557130152528) | > loss_disc_real_1: 0.21839387714862823 (0.19933100688186556) | > loss_disc_real_2: 0.18993718922138214 (0.211302490171158) | > loss_disc_real_3: 0.21492628753185272 (0.22807638189106283) | > loss_disc_real_4: 0.23927319049835205 (0.2302611707850839) | > loss_disc_real_5: 0.21240028738975525 (0.22148552232167937) | > loss_0: 2.3982932567596436 (2.360639785275313) | > grad_norm_0: tensor(89.2331, device='cuda:0') (tensor(21.7116, device='cuda:0')) | > loss_gen: 2.684368848800659 (2.4885344839457293) | > loss_kl: 2.002023458480835 (1.9690536603783115) | > loss_feat: 7.615159511566162 (7.014334767153769) | > loss_mel: 17.29033851623535 (17.623597246227845) | > loss_duration: 2.170109748840332 (2.0488946740374407) | > loss_1: 31.76199722290039 (31.14441488005898) | > grad_norm_1: tensor(364.5701, device='cuda:0') (tensor(221.7487, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.43 (0.3896691085714281) | > loader_time: 0.0064 (0.004431686618111347)  --> TIME: 2024-06-11 15:58:07 -- STEP: 289/330 -- GLOBAL_STEP: 273750 | > loss_disc: 2.45418643951416 (2.3630704005284278) | > loss_disc_real_0: 0.14270643889904022 (0.12037357453347078) | > loss_disc_real_1: 0.2522910535335541 (0.19980253702010245) | > loss_disc_real_2: 0.18236808478832245 (0.21165853125207565) | > loss_disc_real_3: 0.24021267890930176 (0.22831123886842639) | > loss_disc_real_4: 0.2532005310058594 (0.23043832982081452) | > loss_disc_real_5: 0.23906555771827698 (0.22154195276717414) | > loss_0: 2.45418643951416 (2.3630704005284278) | > grad_norm_0: tensor(27.3023, device='cuda:0') (tensor(22.6501, device='cuda:0')) | > loss_gen: 2.346904754638672 (2.487317811246561) | > loss_kl: 1.9861271381378174 (1.9758514405121852) | > loss_feat: 7.0489397048950195 (7.028130112222322) | > loss_mel: 17.09562110900879 (17.57056220427517) | > loss_duration: 2.2120866775512695 (2.058418662902805) | > loss_1: 30.689678192138672 (31.120280255908373) | > grad_norm_1: tensor(421.6412, device='cuda:0') (tensor(235.9604, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.446 (0.3941997194785147) | > loader_time: 0.0059 (0.0045680917258081105)  --> TIME: 2024-06-11 15:58:20 -- STEP: 314/330 -- GLOBAL_STEP: 273775 | > loss_disc: 2.474212646484375 (2.365956602582505) | > loss_disc_real_0: 0.10671892017126083 (0.1213022177196612) | > loss_disc_real_1: 0.17116139829158783 (0.1998292830339662) | > loss_disc_real_2: 0.21349890530109406 (0.2120358275759751) | > loss_disc_real_3: 0.2491069734096527 (0.2283134115919187) | > loss_disc_real_4: 0.24682024121284485 (0.23021492509135782) | > loss_disc_real_5: 0.258127897977829 (0.2214646814924896) | > loss_0: 2.474212646484375 (2.365956602582505) | > grad_norm_0: tensor(24.6017, device='cuda:0') (tensor(23.5886, device='cuda:0')) | > loss_gen: 2.4047248363494873 (2.481988241718073) | > loss_kl: 2.0593554973602295 (1.9802855036820575) | > loss_feat: 6.788081645965576 (7.035479058125976) | > loss_mel: 16.707500457763672 (17.52002134748325) | > loss_duration: 2.271686553955078 (2.0712202047086814) | > loss_1: 30.231348037719727 (31.08899437849689) | > grad_norm_1: tensor(165.6508, device='cuda:0') (tensor(245.0048, device='cuda:0')) | > current_lr_0: 0.00018643133149708508 | > current_lr_1: 0.00018643133149708508 | > step_time: 0.5282 (0.4021498367285272) | > loader_time: 0.0076 (0.004751133311326336)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.54598069190979 (2.54598069190979) | > loss_disc_real_0: 0.1558607518672943 (0.1558607518672943) | > loss_disc_real_1: 0.2746708393096924 (0.2746708393096924) | > loss_disc_real_2: 0.29883354902267456 (0.29883354902267456) | > loss_disc_real_3: 0.3192557990550995 (0.3192557990550995) | > loss_disc_real_4: 0.26594147086143494 (0.26594147086143494) | > loss_disc_real_5: 0.2715425491333008 (0.2715425491333008) | > loss_0: 2.54598069190979 (2.54598069190979) | > loss_gen: 2.696723461151123 (2.696723461151123) | > loss_kl: 1.8929392099380493 (1.8929392099380493) | > loss_feat: 5.635969638824463 (5.635969638824463) | > loss_mel: 14.092619895935059 (14.092619895935059) | > loss_duration: 2.9453587532043457 (2.9453587532043457) | > loss_1: 27.26361083984375 (27.26361083984375)  --> STEP: 1 | > loss_disc: 2.3249318599700928 (2.3249318599700928) | > loss_disc_real_0: 0.06813943386077881 (0.06813943386077881) | > loss_disc_real_1: 0.17753975093364716 (0.17753975093364716) | > loss_disc_real_2: 0.22324703633785248 (0.22324703633785248) | > loss_disc_real_3: 0.28534138202667236 (0.28534138202667236) | > loss_disc_real_4: 0.31853312253952026 (0.31853312253952026) | > loss_disc_real_5: 0.2447853684425354 (0.2447853684425354) | > loss_0: 2.3249318599700928 (2.3249318599700928) | > loss_gen: 2.4494736194610596 (2.4494736194610596) | > loss_kl: 2.6037609577178955 (2.6037609577178955) | > loss_feat: 5.788144588470459 (5.788144588470459) | > loss_mel: 17.905412673950195 (17.905412673950195) | > loss_duration: 2.3983123302459717 (2.3983123302459717) | > loss_1: 31.145103454589844 (31.145103454589844)  --> STEP: 2 | > loss_disc: 2.3778021335601807 (2.3513669967651367) | > loss_disc_real_0: 0.10327811539173126 (0.08570877462625504) | > loss_disc_real_1: 0.16489256918430328 (0.17121616005897522) | > loss_disc_real_2: 0.2268660068511963 (0.22505652159452438) | > loss_disc_real_3: 0.30363786220550537 (0.29448962211608887) | > loss_disc_real_4: 0.3281959295272827 (0.3233645260334015) | > loss_disc_real_5: 0.29158300161361694 (0.26818418502807617) | > loss_0: 2.3778021335601807 (2.3513669967651367) | > loss_gen: 2.4868030548095703 (2.468138337135315) | > loss_kl: 3.029498338699341 (2.816629648208618) | > loss_feat: 5.643362998962402 (5.715753793716431) | > loss_mel: 18.171354293823242 (18.03838348388672) | > loss_duration: 2.452162504196167 (2.4252374172210693) | > loss_1: 31.783180236816406 (31.464141845703125)  --> STEP: 3 | > loss_disc: 2.4407217502593994 (2.3811519145965576) | > loss_disc_real_0: 0.11564943939447403 (0.09568899621566136) | > loss_disc_real_1: 0.2350924015045166 (0.19250824054082236) | > loss_disc_real_2: 0.33180302381515503 (0.26063868900140125) | > loss_disc_real_3: 0.2894623577594757 (0.29281386733055115) | > loss_disc_real_4: 0.27557551860809326 (0.3074348568916321) | > loss_disc_real_5: 0.21638894081115723 (0.2509191036224365) | > loss_0: 2.4407217502593994 (2.3811519145965576) | > loss_gen: 2.537661552429199 (2.4913127422332764) | > loss_kl: 3.2935500144958496 (2.9756031036376953) | > loss_feat: 6.5573930740356445 (5.996300220489502) | > loss_mel: 16.84944725036621 (17.64207140604655) | > loss_duration: 2.3811845779418945 (2.4105531374613443) | > loss_1: 31.61923599243164 (31.51583989461263)  --> STEP: 4 | > loss_disc: 2.327488422393799 (2.367736041545868) | > loss_disc_real_0: 0.09457226097583771 (0.09540981240570545) | > loss_disc_real_1: 0.21049372851848602 (0.19700461253523827) | > loss_disc_real_2: 0.2531741261482239 (0.2587725482881069) | > loss_disc_real_3: 0.2680809795856476 (0.28663064539432526) | > loss_disc_real_4: 0.27094951272010803 (0.29831352084875107) | > loss_disc_real_5: 0.2368835061788559 (0.24741020426154137) | > loss_0: 2.327488422393799 (2.367736041545868) | > loss_gen: 2.4487452507019043 (2.4806708693504333) | > loss_kl: 3.697680711746216 (3.1561225056648254) | > loss_feat: 6.673942565917969 (6.165710806846619) | > loss_mel: 17.170873641967773 (17.524271965026855) | > loss_duration: 2.3801472187042236 (2.402951657772064) | > loss_1: 32.37138748168945 (31.729726791381836)  --> STEP: 5 | > loss_disc: 2.1652402877807617 (2.3272368907928467) | > loss_disc_real_0: 0.0658990889787674 (0.08950766772031785) | > loss_disc_real_1: 0.22370509803295135 (0.20234470963478088) | > loss_disc_real_2: 0.27312520146369934 (0.2616430789232254) | > loss_disc_real_3: 0.3031805157661438 (0.289940619468689) | > loss_disc_real_4: 0.3111419081687927 (0.3008791983127594) | > loss_disc_real_5: 0.20236462354660034 (0.23840108811855315) | > loss_0: 2.1652402877807617 (2.3272368907928467) | > loss_gen: 2.8825318813323975 (2.561043071746826) | > loss_kl: 3.3845927715301514 (3.2018165588378906) | > loss_feat: 5.760593414306641 (6.084687328338623) | > loss_mel: 18.843046188354492 (17.788026809692383) | > loss_duration: 2.3500185012817383 (2.392365026473999) | > loss_1: 33.22078323364258 (32.02793807983399)  --> STEP: 6 | > loss_disc: 2.57552433013916 (2.368618130683899) | > loss_disc_real_0: 0.09325866401195526 (0.09013283376892407) | > loss_disc_real_1: 0.2611226737499237 (0.2121410369873047) | > loss_disc_real_2: 0.3452662527561188 (0.275580274562041) | > loss_disc_real_3: 0.3031860888004303 (0.29214819769064587) | > loss_disc_real_4: 0.2701904773712158 (0.2957644114891688) | > loss_disc_real_5: 0.2961023449897766 (0.24801796426375708) | > loss_0: 2.57552433013916 (2.368618130683899) | > loss_gen: 2.5886545181274414 (2.5656449794769287) | > loss_kl: 2.5738847255706787 (3.0971612532933555) | > loss_feat: 6.643559455871582 (6.177832682927449) | > loss_mel: 18.14693832397461 (17.847845395406086) | > loss_duration: 2.2050888538360596 (2.3611523310343423) | > loss_1: 32.15812683105469 (32.04963620503744)  --> STEP: 7 | > loss_disc: 2.453382968902588 (2.380727393286569) | > loss_disc_real_0: 0.1246962621808052 (0.09507046639919281) | > loss_disc_real_1: 0.2871960699558258 (0.2228631845542363) | > loss_disc_real_2: 0.30546629428863525 (0.27984970595155445) | > loss_disc_real_3: 0.3021790683269501 (0.2935811792101179) | > loss_disc_real_4: 0.2535753548145294 (0.28973740339279175) | > loss_disc_real_5: 0.22743868827819824 (0.24507806769439153) | > loss_0: 2.453382968902588 (2.380727393286569) | > loss_gen: 2.5453267097473145 (2.562742369515555) | > loss_kl: 4.13060188293457 (3.244795628956386) | > loss_feat: 5.322941780090332 (6.055705411093576) | > loss_mel: 17.71916961669922 (17.829463141305105) | > loss_duration: 2.538806915283203 (2.386531557355608) | > loss_1: 32.2568473815918 (32.07923780168806)  --> STEP: 8 | > loss_disc: 2.3593149185180664 (2.378050833940506) | > loss_disc_real_0: 0.1470685750246048 (0.10157022997736931) | > loss_disc_real_1: 0.15584401786327362 (0.21448578871786594) | > loss_disc_real_2: 0.21542008221149445 (0.27179600298404694) | > loss_disc_real_3: 0.2641749083995819 (0.2899053953588009) | > loss_disc_real_4: 0.2666863799095154 (0.2868560254573822) | > loss_disc_real_5: 0.28963541984558105 (0.2506477367132902) | > loss_0: 2.3593149185180664 (2.378050833940506) | > loss_gen: 2.6228952407836914 (2.5702614784240723) | > loss_kl: 2.5572738647460938 (3.1588554084300995) | > loss_feat: 10.240657806396484 (6.578824460506439) | > loss_mel: 19.730358123779297 (18.06707501411438) | > loss_duration: 2.2287235260009766 (2.3668055534362793) | > loss_1: 37.379905700683594 (32.7418212890625)  --> STEP: 9 | > loss_disc: 2.502969980239868 (2.3919307390848794) | > loss_disc_real_0: 0.18310461938381195 (0.11062960657808515) | > loss_disc_real_1: 0.3141220510005951 (0.22555648452705807) | > loss_disc_real_2: 0.23137742280960083 (0.2673050496313307) | > loss_disc_real_3: 0.3155222237110138 (0.2927517096201579) | > loss_disc_real_4: 0.3132224678993225 (0.28978563017315334) | > loss_disc_real_5: 0.2833655774593353 (0.25428305235173965) | > loss_0: 2.502969980239868 (2.3919307390848794) | > loss_gen: 2.8793232440948486 (2.604601674609714) | > loss_kl: 3.249937057495117 (3.168975591659546) | > loss_feat: 11.749139785766602 (7.153303941090901) | > loss_mel: 18.459941864013672 (18.110726886325413) | > loss_duration: 2.145393133163452 (2.3422041734059653) | > loss_1: 38.483734130859375 (33.37981160481771)  --> STEP: 10 | > loss_disc: 2.7789556980133057 (2.430633234977722) | > loss_disc_real_0: 0.19435368478298187 (0.11900201439857483) | > loss_disc_real_1: 0.2276391088962555 (0.2257647469639778) | > loss_disc_real_2: 0.26114264130592346 (0.26668880879879) | > loss_disc_real_3: 0.2890006899833679 (0.2923766076564789) | > loss_disc_real_4: 0.29689082503318787 (0.2904961496591568) | > loss_disc_real_5: 0.30244338512420654 (0.25909908562898637) | > loss_0: 2.7789556980133057 (2.430633234977722) | > loss_gen: 2.0886924266815186 (2.5530107498168944) | > loss_kl: 2.664407730102539 (3.1185188055038453) | > loss_feat: 4.181244373321533 (6.856097984313965) | > loss_mel: 14.732643127441406 (17.772918510437012) | > loss_duration: 2.397850275039673 (2.347768783569336) | > loss_1: 26.064836502075195 (32.64831409454346)  --> STEP: 11 | > loss_disc: 2.481121301651001 (2.4352230592207476) | > loss_disc_real_0: 0.1587548404932022 (0.12261590767990459) | > loss_disc_real_1: 0.2149212807416916 (0.22477897730740634) | > loss_disc_real_2: 0.2655320465564728 (0.26658364859494293) | > loss_disc_real_3: 0.34840238094329834 (0.29746985977346246) | > loss_disc_real_4: 0.3321489691734314 (0.29428276961499994) | > loss_disc_real_5: 0.30932021141052246 (0.2636646425182169) | > loss_0: 2.481121301651001 (2.4352230592207476) | > loss_gen: 2.755286693572998 (2.5713994719765405) | > loss_kl: 3.2001278400421143 (3.125937808643688) | > loss_feat: 6.618618011474609 (6.834508895874023) | > loss_mel: 17.360919952392578 (17.735464096069336) | > loss_duration: 2.514296770095825 (2.3629076914353804) | > loss_1: 32.449249267578125 (32.63021729209206)  --> STEP: 12 | > loss_disc: 2.468116044998169 (2.437964141368866) | > loss_disc_real_0: 0.11889186501502991 (0.12230557079116504) | > loss_disc_real_1: 0.23342333734035492 (0.2254993406434854) | > loss_disc_real_2: 0.19074371457099915 (0.2602636540929476) | > loss_disc_real_3: 0.3300158381462097 (0.3001820246378581) | > loss_disc_real_4: 0.3254358470439911 (0.2968788594007492) | > loss_disc_real_5: 0.29485049843788147 (0.2662634638448556) | > loss_0: 2.468116044998169 (2.437964141368866) | > loss_gen: 2.465805768966675 (2.5625999967257185) | > loss_kl: 2.6305272579193115 (3.084653596083323) | > loss_feat: 5.188337326049805 (6.697327931722005) | > loss_mel: 16.936872482299805 (17.668914794921875) | > loss_duration: 2.25071120262146 (2.3535579840342202) | > loss_1: 29.472253799438477 (32.36705366770426)  --> STEP: 13 | > loss_disc: 2.44977068901062 (2.4388723373413086) | > loss_disc_real_0: 0.0871448963880539 (0.11960090352938725) | > loss_disc_real_1: 0.2495700716972351 (0.22735093533992767) | > loss_disc_real_2: 0.3244842290878296 (0.26520369832332313) | > loss_disc_real_3: 0.33065903186798096 (0.302526409809406) | > loss_disc_real_4: 0.2919329106807709 (0.29649840180690473) | > loss_disc_real_5: 0.25157517194747925 (0.2651335952373651) | > loss_0: 2.44977068901062 (2.4388723373413086) | > loss_gen: 2.5675711631774902 (2.5629823941450853) | > loss_kl: 2.4245455265045166 (3.033876052269569) | > loss_feat: 5.956371307373047 (6.640331268310547) | > loss_mel: 15.74251937866211 (17.520730532132664) | > loss_duration: 2.2057859897613525 (2.342190907551692) | > loss_1: 28.896793365478516 (32.10011056753305)  --> STEP: 14 | > loss_disc: 2.2651867866516113 (2.426466226577759) | > loss_disc_real_0: 0.113335520029068 (0.11915337613650731) | > loss_disc_real_1: 0.21430659294128418 (0.22641919659716742) | > loss_disc_real_2: 0.2881736159324646 (0.2668444067239761) | > loss_disc_real_3: 0.2479226291179657 (0.2986261397600174) | > loss_disc_real_4: 0.25284451246261597 (0.29338026685374125) | > loss_disc_real_5: 0.16698992252349854 (0.25812333290066036) | > loss_0: 2.2651867866516113 (2.426466226577759) | > loss_gen: 2.6891767978668213 (2.571996280125209) | > loss_kl: 3.6351401805877686 (3.076823490006583) | > loss_feat: 7.275014400482178 (6.685665777751377) | > loss_mel: 19.368846893310547 (17.65273884364537) | > loss_duration: 2.4957494735717773 (2.3531593765531267) | > loss_1: 35.46392822265625 (32.34038325718471)  --> STEP: 15 | > loss_disc: 2.4319376945495605 (2.4268309911092123) | > loss_disc_real_0: 0.14742977917194366 (0.12103846967220307) | > loss_disc_real_1: 0.24080823361873627 (0.22737846573193868) | > loss_disc_real_2: 0.23236410319805145 (0.2645457198222478) | > loss_disc_real_3: 0.3252193331718445 (0.30039901932080587) | > loss_disc_real_4: 0.25459644198417664 (0.2907946785291036) | > loss_disc_real_5: 0.2205706387758255 (0.25561981995900473) | > loss_0: 2.4319376945495605 (2.4268309911092123) | > loss_gen: 2.577122926712036 (2.5723380565643312) | > loss_kl: 3.2721445560455322 (3.08984489440918) | > loss_feat: 8.710481643676758 (6.820653502146403) | > loss_mel: 19.197330474853516 (17.755711619059245) | > loss_duration: 2.3466503620147705 (2.3527254422505695) | > loss_1: 36.103729248046875 (32.59127298990885)  --> STEP: 16 | > loss_disc: 3.060758113861084 (2.4664514362812042) | > loss_disc_real_0: 0.3027845025062561 (0.13239759672433138) | > loss_disc_real_1: 0.2724321782588959 (0.2301943227648735) | > loss_disc_real_2: 0.3723321557044983 (0.2712823720648885) | > loss_disc_real_3: 0.432088166475296 (0.3086295910179615) | > loss_disc_real_4: 0.3402816951274872 (0.29388761706650257) | > loss_disc_real_5: 0.3017692267894745 (0.2585041578859091) | > loss_0: 3.060758113861084 (2.4664514362812042) | > loss_gen: 2.5202224254608154 (2.5690808296203613) | > loss_kl: 2.6024045944213867 (3.0593798756599426) | > loss_feat: 5.1385273933410645 (6.715520620346069) | > loss_mel: 12.933680534362793 (17.454334676265717) | > loss_duration: 2.3635706901550293 (2.3534032702445984) | > loss_1: 25.55840492248535 (32.151718735694885)  --> STEP: 17 | > loss_disc: 2.313575506210327 (2.457458734512329) | > loss_disc_real_0: 0.11416912823915482 (0.13132533387226217) | > loss_disc_real_1: 0.1622815877199173 (0.22619945599752314) | > loss_disc_real_2: 0.26399335265159607 (0.27085360621704774) | > loss_disc_real_3: 0.33690008521080017 (0.3102925612645991) | > loss_disc_real_4: 0.25983789563179016 (0.2918846922762254) | > loss_disc_real_5: 0.3086247146129608 (0.26145242592867685) | > loss_0: 2.313575506210327 (2.457458734512329) | > loss_gen: 2.742239475250244 (2.579266632304472) | > loss_kl: 2.216275453567505 (3.009785497889799) | > loss_feat: 6.853699684143066 (6.723648800569422) | > loss_mel: 18.244874954223633 (17.500837045557358) | > loss_duration: 2.4526355266571045 (2.3592404617982754) | > loss_1: 32.50972366333008 (32.17277784908519)  --> STEP: 18 | > loss_disc: 2.3591666221618652 (2.45199806160397) | > loss_disc_real_0: 0.09126695990562439 (0.1290998686518934) | > loss_disc_real_1: 0.24629808962345123 (0.22731604675451914) | > loss_disc_real_2: 0.3837372362613678 (0.27712491899728775) | > loss_disc_real_3: 0.30161312222480774 (0.3098103702068329) | > loss_disc_real_4: 0.21632413566112518 (0.28768688357538647) | > loss_disc_real_5: 0.24986231327056885 (0.2608085307810042) | > loss_0: 2.3591666221618652 (2.45199806160397) | > loss_gen: 2.8165366649627686 (2.5924483007854886) | > loss_kl: 2.3036935329437256 (2.9705581665039062) | > loss_feat: 9.614301681518555 (6.884240627288818) | > loss_mel: 18.042146682739258 (17.530909803178574) | > loss_duration: 2.2161638736724854 (2.3512917624579535) | > loss_1: 34.99284362792969 (32.32944817013211)  --> STEP: 19 | > loss_disc: 2.3391997814178467 (2.4460613100152266) | > loss_disc_real_0: 0.17027968168258667 (0.1312672272324562) | > loss_disc_real_1: 0.21115687489509583 (0.2264655640250758) | > loss_disc_real_2: 0.24662232398986816 (0.27551951926005513) | > loss_disc_real_3: 0.2561044991016388 (0.30698374541182266) | > loss_disc_real_4: 0.2844495177268982 (0.28751649589915024) | > loss_disc_real_5: 0.3046504259109497 (0.2631159989457381) | > loss_0: 2.3391997814178467 (2.4460613100152266) | > loss_gen: 2.7963335514068604 (2.6031791034497713) | > loss_kl: 2.2351176738739014 (2.9318507721549585) | > loss_feat: 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(32.24585475921631)  --> STEP: 21 | > loss_disc: 2.5233230590820312 (2.443844715754191) | > loss_disc_real_0: 0.07203210145235062 (0.1293078682252339) | > loss_disc_real_1: 0.27339643239974976 (0.22650880969706036) | > loss_disc_real_2: 0.27909523248672485 (0.27675506259713856) | > loss_disc_real_3: 0.27418628334999084 (0.3077998061974843) | > loss_disc_real_4: 0.2866630554199219 (0.28776115533851443) | > loss_disc_real_5: 0.2407495081424713 (0.2623151398840405) | > loss_0: 2.5233230590820312 (2.443844715754191) | > loss_gen: 2.40592622756958 (2.606168951307024) | > loss_kl: 2.4576098918914795 (2.8962157113211497) | > loss_feat: 5.442881107330322 (6.773062002091181) | > loss_mel: 15.280714988708496 (17.41847919282459) | > loss_duration: 2.156670093536377 (2.3375459057944163) | > loss_1: 27.74380111694336 (32.031471252441406)  --> STEP: 22 | > loss_disc: 2.50624680519104 (2.446681174364957) | > loss_disc_real_0: 0.1651710718870163 (0.13093801384622403) | > loss_disc_real_1: 0.20656508207321167 (0.22560227662324905) | > loss_disc_real_2: 0.27877238392829895 (0.2768467590212822) | > loss_disc_real_3: 0.24549397826194763 (0.3049677231095054) | > loss_disc_real_4: 0.2304476499557495 (0.2851559960029342) | > loss_disc_real_5: 0.26307862997055054 (0.26234984397888184) | > loss_0: 2.50624680519104 (2.446681174364957) | > loss_gen: 2.3764331340789795 (2.5957264141602945) | > loss_kl: 2.404710054397583 (2.8738745450973515) | > loss_feat: 6.928694725036621 (6.780136216770519) | > loss_mel: 17.891616821289062 (17.439985448663887) | > loss_duration: 2.201451063156128 (2.3313597765835854) | > loss_1: 31.80290412902832 (32.02108183774081)  --> STEP: 23 | > loss_disc: 2.4402589797973633 (2.446401948514192) | > loss_disc_real_0: 0.27416911721229553 (0.13716545312300973) | > loss_disc_real_1: 0.2525106370449066 (0.22677220533723416) | > loss_disc_real_2: 0.22431446611881256 (0.2745627462863922) | > loss_disc_real_3: 0.2246282696723938 (0.3014747033948484) | > loss_disc_real_4: 0.25389790534973145 (0.28379694858322974) | > loss_disc_real_5: 0.23294597864151 (0.26107141505117004) | > loss_0: 2.4402589797973633 (2.446401948514192) | > loss_gen: 2.4689016342163086 (2.5902122932931646) | > loss_kl: 2.515340566635132 (2.8582861112511675) | > loss_feat: 4.6524882316589355 (6.6876297826352324) | > loss_mel: 15.909441947937012 (17.373440079067066) | > loss_duration: 2.282168388366699 (2.3292210205741557) | > loss_1: 27.82834243774414 (31.838788820349652)  --> STEP: 24 | > loss_disc: 2.5941367149353027 (2.4525575637817383) | > loss_disc_real_0: 0.12350773811340332 (0.13659638166427615) | > loss_disc_real_1: 0.2738064229488373 (0.22873196440438429) | > loss_disc_real_2: 0.2989286780357361 (0.27557799344261485) | > loss_disc_real_3: 0.3246213495731354 (0.3024391469856103) | > loss_disc_real_4: 0.32673701643943787 (0.2855861180772384) | > loss_disc_real_5: 0.30182915925979614 (0.26276965439319616) | > loss_0: 2.5941367149353027 (2.4525575637817383) | > loss_gen: 2.6366987228393555 (2.5921492278575893) | > loss_kl: 2.1422383785247803 (2.828450789054235) | > loss_feat: 5.878146648406982 (6.653901318709056) | > loss_mel: 17.675697326660156 (17.386034131050113) | > loss_duration: 2.3828840255737305 (2.3314569791158046) | > loss_1: 30.715667724609375 (31.79199210802714)  --> STEP: 25 | > loss_disc: 2.363802433013916 (2.4490073585510252) | > loss_disc_real_0: 0.11069433391094208 (0.1355602997541428) | > loss_disc_real_1: 0.24510903656482697 (0.229387047290802) | > loss_disc_real_2: 0.31368109583854675 (0.27710211753845215) | > loss_disc_real_3: 0.29668185114860535 (0.30220885515213014) | > loss_disc_real_4: 0.28547030687332153 (0.2855814856290817) | > loss_disc_real_5: 0.3131818473339081 (0.26478614211082463) | > loss_0: 2.363802433013916 (2.4490073585510252) | > loss_gen: 2.9269096851348877 (2.605539646148681) | > loss_kl: 3.408763885498047 (2.8516633129119873) | > loss_feat: 6.864468574523926 (6.66232400894165) | > loss_mel: 16.959144592285156 (17.368958549499517) | > loss_duration: 2.3605451583862305 (2.332620506286622) | > loss_1: 32.519832611083984 (31.821105728149416)  --> STEP: 26 | > loss_disc: 4.049876689910889 (2.5105792559110203) | > loss_disc_real_0: 0.4195721745491028 (0.1464838334001028) | > loss_disc_real_1: 0.2795173227787018 (0.2313151348095674) | > loss_disc_real_2: 0.18687407672405243 (0.27363180827635986) | > loss_disc_real_3: 0.34053486585617065 (0.3036829324869009) | > loss_disc_real_4: 0.5480266213417053 (0.29567552931033647) | > loss_disc_real_5: 0.9046032428741455 (0.2893944921401831) | > loss_0: 4.049876689910889 (2.5105792559110203) | > loss_gen: 3.26578426361084 (2.6309336698972254) | > loss_kl: 2.6568098068237305 (2.844168947293208) | > loss_feat: 11.61320686340332 (6.852742580267099) | > loss_mel: 20.023359298706055 (17.47105088600746) | > loss_duration: 2.3630547523498535 (2.333791054212131) | > loss_1: 39.922218322753906 (32.13268698178805) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023026924866896407 (-0.00014198743380033083) | > avg_loss_disc: 2.5105792559110203 (+0.17016200835888196) | > avg_loss_disc_real_0: 0.1464838334001028 (+0.003823094069957761) | > avg_loss_disc_real_1: 0.2313151348095674 (+0.04723631418668309) | > avg_loss_disc_real_2: 0.27363180827635986 (+0.052324546644320846) | > avg_loss_disc_real_3: 0.3036829324869009 (+0.08971571492461058) | > avg_loss_disc_real_4: 0.29567552931033647 (+0.10278152731748727) | > avg_loss_disc_real_5: 0.2893944921401831 (+0.08918604398002991) | > avg_loss_0: 2.5105792559110203 (+0.17016200835888196) | > avg_loss_gen: 2.6309336698972254 (+0.3116044356272769) | > avg_loss_kl: 2.844168947293208 (+0.007347244482773796) | > avg_loss_feat: 6.852742580267099 (-0.3844878490154562) | > avg_loss_mel: 17.47105088600746 (-0.08735499015220327) | > avg_loss_duration: 2.333791054212131 (+0.013947184269245572) | > avg_loss_1: 32.13268698178805 (-0.13894403897798924)  > EPOCH: 563/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 15:58:49)   --> TIME: 2024-06-11 15:58:53 -- STEP: 9/330 -- GLOBAL_STEP: 273800 | > loss_disc: 2.441887378692627 (2.3782665729522705) | > loss_disc_real_0: 0.16147013008594513 (0.11218061794837315) | > loss_disc_real_1: 0.19411876797676086 (0.1939348512225681) | > loss_disc_real_2: 0.21105258166790009 (0.2131483339601093) | > loss_disc_real_3: 0.23921437561511993 (0.2344800763660007) | > loss_disc_real_4: 0.23958458006381989 (0.23371324274275038) | > loss_disc_real_5: 0.23314236104488373 (0.2409811814626058) | > loss_0: 2.441887378692627 (2.3782665729522705) | > grad_norm_0: tensor(6.2780, device='cuda:0') (tensor(6.5915, device='cuda:0')) | > loss_gen: 2.4591586589813232 (2.481130255593194) | > loss_kl: 1.9706859588623047 (1.8555940786997478) | > loss_feat: 6.384457588195801 (6.7377083036634655) | > loss_mel: 17.907024383544922 (18.01327027214898) | > loss_duration: 2.068484306335449 (2.1393085850609674) | > loss_1: 30.789810180664062 (31.22701178656684) | > grad_norm_1: tensor(60.2794, device='cuda:0') (tensor(85.0342, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3438 (0.36338988939921063) | > loader_time: 0.0029 (0.0030117034912109375)  --> TIME: 2024-06-11 15:59:02 -- STEP: 34/330 -- GLOBAL_STEP: 273825 | > loss_disc: 2.308094024658203 (2.3549875371596385) | > loss_disc_real_0: 0.08117486536502838 (0.11058379863114919) | > loss_disc_real_1: 0.21395601332187653 (0.20104530541335836) | > loss_disc_real_2: 0.2114449441432953 (0.2112889570348403) | > loss_disc_real_3: 0.19431856274604797 (0.22583143150105195) | > loss_disc_real_4: 0.20737487077713013 (0.2303730770945549) | > loss_disc_real_5: 0.1793375313282013 (0.2236485143794733) | > loss_0: 2.308094024658203 (2.3549875371596385) | > grad_norm_0: tensor(13.4861, device='cuda:0') (tensor(12.1056, device='cuda:0')) | > loss_gen: 2.5802197456359863 (2.4950134052949795) | > loss_kl: 1.997697114944458 (1.8774425843182732) | > loss_feat: 7.873218059539795 (6.932634886573343) | > loss_mel: 18.409954071044922 (17.96849032009349) | > loss_duration: 2.0422067642211914 (2.0429971112924457) | > loss_1: 32.90329360961914 (31.316578640657312) | > grad_norm_1: tensor(115.3684, device='cuda:0') (tensor(117.5762, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3615 (0.3621154883328606) | > loader_time: 0.0031 (0.0033005265628590305)  --> TIME: 2024-06-11 15:59:12 -- STEP: 59/330 -- GLOBAL_STEP: 273850 | > loss_disc: 2.3521220684051514 (2.364683179532067) | > loss_disc_real_0: 0.09965415298938751 (0.11130289051492336) | > loss_disc_real_1: 0.19463537633419037 (0.20156385130801444) | > loss_disc_real_2: 0.25866544246673584 (0.21135308404090042) | > loss_disc_real_3: 0.23603825271129608 (0.22949572286363376) | > loss_disc_real_4: 0.2076961249113083 (0.2328806021961115) | > loss_disc_real_5: 0.23307380080223083 (0.22376757632877867) | > loss_0: 2.3521220684051514 (2.364683179532067) | > grad_norm_0: tensor(9.1062, device='cuda:0') (tensor(11.9151, device='cuda:0')) | > loss_gen: 2.4479002952575684 (2.4902517755152815) | > loss_kl: 2.091081142425537 (1.9036614915071908) | > loss_feat: 7.222501277923584 (6.966963970055015) | > loss_mel: 17.05937385559082 (17.87413374044127) | > loss_duration: 1.9739208221435547 (2.0160163539951124) | > loss_1: 30.794776916503906 (31.251027382026283) | > grad_norm_1: tensor(62.9315, device='cuda:0') (tensor(115.1489, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3561 (0.3668574114977303) | > loader_time: 0.0034 (0.003488217369984772)  --> TIME: 2024-06-11 15:59:21 -- STEP: 84/330 -- GLOBAL_STEP: 273875 | > loss_disc: 2.393253803253174 (2.3573816730862567) | > loss_disc_real_0: 0.11984846740961075 (0.11067787114353407) | > loss_disc_real_1: 0.2115882933139801 (0.2008234212795893) | > loss_disc_real_2: 0.1895182579755783 (0.21123442550500235) | > loss_disc_real_3: 0.23837406933307648 (0.22881172898979413) | > loss_disc_real_4: 0.22667407989501953 (0.23160610117373012) | > loss_disc_real_5: 0.2114432454109192 (0.22296339841116042) | > loss_0: 2.393253803253174 (2.3573816730862567) | > grad_norm_0: tensor(16.9363, device='cuda:0') (tensor(11.4427, device='cuda:0')) | > loss_gen: 2.4014902114868164 (2.4850996619179133) | > loss_kl: 1.9546395540237427 (1.911929381745202) | > loss_feat: 7.0322794914245605 (6.986918687820435) | > loss_mel: 17.549686431884766 (17.844059490022193) | > loss_duration: 2.097425937652588 (2.0088868197940632) | > loss_1: 31.035520553588867 (31.23689403988066) | > grad_norm_1: tensor(266.0250, device='cuda:0') (tensor(117.3720, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3644 (0.36807067053658615) | > loader_time: 0.0038 (0.0035890454337710424)  --> TIME: 2024-06-11 15:59:31 -- STEP: 109/330 -- GLOBAL_STEP: 273900 | > loss_disc: 2.3618714809417725 (2.355580846104052) | > loss_disc_real_0: 0.09469398856163025 (0.11155844322585184) | > loss_disc_real_1: 0.2072180211544037 (0.19974562484736832) | > loss_disc_real_2: 0.17701242864131927 (0.21091418706495826) | > loss_disc_real_3: 0.22894202172756195 (0.22910137761623486) | > loss_disc_real_4: 0.24500878155231476 (0.23319076097339664) | > loss_disc_real_5: 0.21472041308879852 (0.2230239209778812) | > loss_0: 2.3618714809417725 (2.355580846104052) | > grad_norm_0: tensor(7.1937, device='cuda:0') (tensor(11.3351, device='cuda:0')) | > loss_gen: 2.5877044200897217 (2.4865818045554904) | > loss_kl: 1.9247342348098755 (1.9274841262659896) | > loss_feat: 7.307121753692627 (6.9729895416749725) | > loss_mel: 17.934751510620117 (17.74746308632947) | > loss_duration: 1.9483273029327393 (2.009566718285235) | > loss_1: 31.702638626098633 (31.144085245394926) | > grad_norm_1: tensor(168.4845, device='cuda:0') (tensor(116.1642, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3944 (0.36998255974655836) | > loader_time: 0.0037 (0.003662947121016476)  --> TIME: 2024-06-11 15:59:40 -- STEP: 134/330 -- GLOBAL_STEP: 273925 | > loss_disc: 2.3022608757019043 (2.360199485252152) | > loss_disc_real_0: 0.12792418897151947 (0.11305006971554969) | > loss_disc_real_1: 0.17474597692489624 (0.19986665449035698) | > loss_disc_real_2: 0.16972202062606812 (0.21182955590201846) | > loss_disc_real_3: 0.21729972958564758 (0.2289231675329493) | > loss_disc_real_4: 0.2158644199371338 (0.231733087950678) | > loss_disc_real_5: 0.21812590956687927 (0.2229303303939193) | > loss_0: 2.3022608757019043 (2.360199485252152) | > grad_norm_0: tensor(33.1711, device='cuda:0') (tensor(11.5820, device='cuda:0')) | > loss_gen: 2.642599582672119 (2.4816704081065617) | > loss_kl: 1.965267539024353 (1.943287850315891) | > loss_feat: 7.991013526916504 (6.979997496106732) | > loss_mel: 17.810665130615234 (17.743945022127523) | > loss_duration: 2.0298027992248535 (2.0127112660835023) | > loss_1: 32.43934631347656 (31.161611955557298) | > grad_norm_1: tensor(291.3076, device='cuda:0') (tensor(119.2701, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3693 (0.3710903125022773) | > loader_time: 0.0043 (0.0037554324562869856)  --> TIME: 2024-06-11 15:59:50 -- STEP: 159/330 -- GLOBAL_STEP: 273950 | > loss_disc: 2.3287816047668457 (2.3651938933246535) | > loss_disc_real_0: 0.0980643481016159 (0.1148981492286958) | > loss_disc_real_1: 0.22147807478904724 (0.2005747230547779) | > loss_disc_real_2: 0.19122406840324402 (0.21221147055895823) | > loss_disc_real_3: 0.20365460216999054 (0.22893232472662656) | > loss_disc_real_4: 0.2495923489332199 (0.23229293497103565) | > loss_disc_real_5: 0.222584530711174 (0.22302875044585774) | > loss_0: 2.3287816047668457 (2.3651938933246535) | > grad_norm_0: tensor(39.2426, device='cuda:0') (tensor(14.3014, device='cuda:0')) | > loss_gen: 2.4475245475769043 (2.480060120048763) | > loss_kl: 2.001985788345337 (1.9534123828576047) | > loss_feat: 6.9721293449401855 (6.997183085987403) | > loss_mel: 17.67170524597168 (17.741200189170602) | > loss_duration: 2.022735595703125 (2.01561876288) | > loss_1: 31.11608123779297 (31.18747441273815) | > grad_norm_1: tensor(449.6275, device='cuda:0') (tensor(143.7142, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3828 (0.3725406898642485) | > loader_time: 0.0045 (0.0038386785759116117)  --> TIME: 2024-06-11 16:00:00 -- STEP: 184/330 -- GLOBAL_STEP: 273975 | > loss_disc: 2.2428951263427734 (2.3671776069247197) | > loss_disc_real_0: 0.07068827003240585 (0.11551995381065037) | > loss_disc_real_1: 0.2015698403120041 (0.20030870248118174) | > loss_disc_real_2: 0.21049292385578156 (0.21270110231378805) | > loss_disc_real_3: 0.25454890727996826 (0.22939901879948119) | > loss_disc_real_4: 0.2328578680753708 (0.23216440253283666) | > loss_disc_real_5: 0.23923362791538239 (0.22355325633417006) | > loss_0: 2.2428951263427734 (2.3671776069247197) | > grad_norm_0: tensor(11.6251, device='cuda:0') (tensor(16.7120, device='cuda:0')) | > loss_gen: 2.7703466415405273 (2.4865983271080503) | > loss_kl: 2.00034761428833 (1.9595917774283367) | > loss_feat: 7.895420551300049 (7.005313448283983) | > loss_mel: 18.124622344970703 (17.73719283808833) | > loss_duration: 2.06900954246521 (2.021993326104204) | > loss_1: 32.859745025634766 (31.210689534311708) | > grad_norm_1: tensor(265.6856, device='cuda:0') (tensor(166.9455, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3801 (0.37469894341800525) | > loader_time: 0.0043 (0.003959657057471896)  --> TIME: 2024-06-11 16:00:10 -- STEP: 209/330 -- GLOBAL_STEP: 274000 | > loss_disc: 2.448641777038574 (2.367522183787878) | > loss_disc_real_0: 0.1343047320842743 (0.11580901138448829) | > loss_disc_real_1: 0.2007891982793808 (0.20012428650730535) | > loss_disc_real_2: 0.18663589656352997 (0.21290302911158385) | > loss_disc_real_3: 0.22585159540176392 (0.22896995691306282) | > loss_disc_real_4: 0.24078677594661713 (0.23179876740184127) | > loss_disc_real_5: 0.21651840209960938 (0.22351305479067934) | > loss_0: 2.448641777038574 (2.367522183787878) | > grad_norm_0: tensor(103.0952, device='cuda:0') (tensor(19.1961, device='cuda:0')) | > loss_gen: 2.3785901069641113 (2.4907628200841283) | > loss_kl: 1.8665889501571655 (1.9665966792540117) | > loss_feat: 6.742648124694824 (7.022208478462183) | > loss_mel: 17.311126708984375 (17.694669175946544) | > loss_duration: 2.110567569732666 (2.0298737281817565) | > loss_1: 30.409521102905273 (31.204110670317874) | > grad_norm_1: tensor(479.6517, device='cuda:0') (tensor(188.3481, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.3905 (0.3771666339709998) | > loader_time: 0.005 (0.004089820898320687) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_274000.pth  --> TIME: 2024-06-11 16:00:26 -- STEP: 234/330 -- GLOBAL_STEP: 274025 | > loss_disc: 2.310398817062378 (2.368252273298735) | > loss_disc_real_0: 0.11931227147579193 (0.11698737707084571) | > loss_disc_real_1: 0.2300548255443573 (0.2004056355764723) | > loss_disc_real_2: 0.18805645406246185 (0.21306589175748009) | > loss_disc_real_3: 0.208639457821846 (0.22965444401543364) | > loss_disc_real_4: 0.21740621328353882 (0.23105715011429584) | > loss_disc_real_5: 0.22225512564182281 (0.22308634431698385) | > loss_0: 2.310398817062378 (2.368252273298735) | > grad_norm_0: tensor(54.7178, device='cuda:0') (tensor(22.1404, device='cuda:0')) | > loss_gen: 2.251344680786133 (2.4927005166681395) | > loss_kl: 1.859878420829773 (1.968225470974914) | > loss_feat: 6.694786548614502 (7.019352411612486) | > loss_mel: 16.37997055053711 (17.644356320046963) | > loss_duration: 2.103194236755371 (2.038341123833615) | > loss_1: 29.289173126220703 (31.16297560471755) | > grad_norm_1: tensor(480.5599, device='cuda:0') (tensor(211.8170, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.4249 (0.3814486387448433) | > loader_time: 0.0052 (0.004239498040614985)  --> TIME: 2024-06-11 16:00:36 -- STEP: 259/330 -- GLOBAL_STEP: 274050 | > loss_disc: 2.492335319519043 (2.372501945863818) | > loss_disc_real_0: 0.1302063763141632 (0.1178659531917121) | > loss_disc_real_1: 0.18729273974895477 (0.20056214767533379) | > loss_disc_real_2: 0.21836505830287933 (0.21342675514432916) | > loss_disc_real_3: 0.24446961283683777 (0.22970839661751014) | > loss_disc_real_4: 0.23476508259773254 (0.2315133657004382) | > loss_disc_real_5: 0.2534889280796051 (0.223369924890949) | > loss_0: 2.492335319519043 (2.372501945863818) | > grad_norm_0: tensor(39.9775, device='cuda:0') (tensor(22.0958, device='cuda:0')) | > loss_gen: 2.2916407585144043 (2.4871314234715163) | > loss_kl: 2.053422212600708 (1.9708523800934603) | > loss_feat: 6.589298248291016 (7.0064491489218925) | > loss_mel: 17.426498413085938 (17.601257696114907) | > loss_duration: 2.1458635330200195 (2.046071104101231) | > loss_1: 30.50672149658203 (31.111761549725035) | > grad_norm_1: tensor(242.8917, device='cuda:0') (tensor(215.5431, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.4329 (0.3855195349247759) | > loader_time: 0.0054 (0.004372619754099018)  --> TIME: 2024-06-11 16:00:48 -- STEP: 284/330 -- GLOBAL_STEP: 274075 | > loss_disc: 2.398024320602417 (2.3758214787698115) | > loss_disc_real_0: 0.10514660179615021 (0.11879975559898245) | > loss_disc_real_1: 0.18370619416236877 (0.20102595469691384) | > loss_disc_real_2: 0.2518261671066284 (0.2136973815799599) | > loss_disc_real_3: 0.2271568328142166 (0.22957453378279444) | > loss_disc_real_4: 0.2282564342021942 (0.23158734485926763) | > loss_disc_real_5: 0.21740423142910004 (0.22349525731004458) | > loss_0: 2.398024320602417 (2.3758214787698115) | > grad_norm_0: tensor(38.5172, device='cuda:0') (tensor(21.9429, device='cuda:0')) | > loss_gen: 2.4001007080078125 (2.4804987403708436) | > loss_kl: 1.9150091409683228 (1.9752880603494778) | > loss_feat: 7.201125621795654 (7.001754142868688) | > loss_mel: 17.158550262451172 (17.55789628834791) | > loss_duration: 2.159318447113037 (2.0554365154723033) | > loss_1: 30.834104537963867 (31.07087354257073) | > grad_norm_1: tensor(267.8882, device='cuda:0') (tensor(217.2327, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.4556 (0.3904494021979856) | > loader_time: 0.0062 (0.004528071678860089)  --> TIME: 2024-06-11 16:01:00 -- STEP: 309/330 -- GLOBAL_STEP: 274100 | > loss_disc: 2.4759671688079834 (2.376179814724473) | > loss_disc_real_0: 0.15687981247901917 (0.11956319513106808) | > loss_disc_real_1: 0.20717142522335052 (0.20098580106562394) | > loss_disc_real_2: 0.19819167256355286 (0.21353601049450996) | > loss_disc_real_3: 0.23225755989551544 (0.2295221841161691) | > loss_disc_real_4: 0.24225471913814545 (0.23168870117093368) | > loss_disc_real_5: 0.24837902188301086 (0.22312926855480786) | > loss_0: 2.4759671688079834 (2.376179814724473) | > grad_norm_0: tensor(24.6563, device='cuda:0') (tensor(22.4926, device='cuda:0')) | > loss_gen: 2.3014299869537354 (2.479526505886928) | > loss_kl: 2.0236024856567383 (1.9801569011990692) | > loss_feat: 7.177716255187988 (7.014826057026688) | > loss_mel: 16.27032470703125 (17.50274404815871) | > loss_duration: 2.247340202331543 (2.0670929132541787) | > loss_1: 30.02041244506836 (31.0443462198992) | > grad_norm_1: tensor(133.6054, device='cuda:0') (tensor(224.8998, device='cuda:0')) | > current_lr_0: 0.00018640802758064794 | > current_lr_1: 0.00018640802758064794 | > step_time: 0.4997 (0.39729070354819696) | > loader_time: 0.0075 (0.004730123532242761)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3738677501678467 (2.3738677501678467) | > loss_disc_real_0: 0.14866840839385986 (0.14866840839385986) | > loss_disc_real_1: 0.208182692527771 (0.208182692527771) | > loss_disc_real_2: 0.16966253519058228 (0.16966253519058228) | > loss_disc_real_3: 0.28098544478416443 (0.28098544478416443) | > loss_disc_real_4: 0.23358426988124847 (0.23358426988124847) | > loss_disc_real_5: 0.20633895695209503 (0.20633895695209503) | > loss_0: 2.3738677501678467 (2.3738677501678467) | > loss_gen: 2.4531636238098145 (2.4531636238098145) | > loss_kl: 2.755415201187134 (2.755415201187134) | > loss_feat: 5.3773512840271 (5.3773512840271) | > loss_mel: 14.994678497314453 (14.994678497314453) | > loss_duration: 2.9407992362976074 (2.9407992362976074) | > loss_1: 28.521408081054688 (28.521408081054688)  --> STEP: 1 | > loss_disc: 2.199232578277588 (2.199232578277588) | > loss_disc_real_0: 0.0869218111038208 (0.0869218111038208) | > loss_disc_real_1: 0.17460203170776367 (0.17460203170776367) | > loss_disc_real_2: 0.16788038611412048 (0.16788038611412048) | > loss_disc_real_3: 0.18245717883110046 (0.18245717883110046) | > loss_disc_real_4: 0.1906074583530426 (0.1906074583530426) | > loss_disc_real_5: 0.18598493933677673 (0.18598493933677673) | > loss_0: 2.199232578277588 (2.199232578277588) | > loss_gen: 2.237489700317383 (2.237489700317383) | > loss_kl: 3.375394344329834 (3.375394344329834) | > loss_feat: 6.803698539733887 (6.803698539733887) | > loss_mel: 17.92574119567871 (17.92574119567871) | > loss_duration: 2.3942508697509766 (2.3942508697509766) | > loss_1: 32.736572265625 (32.736572265625)  --> STEP: 2 | > loss_disc: 2.4574928283691406 (2.3283627033233643) | > loss_disc_real_0: 0.06751808524131775 (0.07721994817256927) | > loss_disc_real_1: 0.2589166760444641 (0.2167593538761139) | > loss_disc_real_2: 0.21969640254974365 (0.19378839433193207) | > loss_disc_real_3: 0.2579779624938965 (0.22021757066249847) | > loss_disc_real_4: 0.24057643115520477 (0.2155919447541237) | > loss_disc_real_5: 0.31684041023254395 (0.25141267478466034) | > loss_0: 2.4574928283691406 (2.3283627033233643) | > loss_gen: 2.3531270027160645 (2.2953083515167236) | > loss_kl: 2.8567190170288086 (3.1160566806793213) | > loss_feat: 5.722506046295166 (6.263102293014526) | > loss_mel: 17.84856605529785 (17.88715362548828) | > loss_duration: 2.5166797637939453 (2.455465316772461) | > loss_1: 31.297597885131836 (32.01708507537842)  --> STEP: 3 | > loss_disc: 2.3032805919647217 (2.32000199953715) | > loss_disc_real_0: 0.18924187123775482 (0.11456058919429779) | > loss_disc_real_1: 0.169730544090271 (0.2010830839474996) | > loss_disc_real_2: 0.25129857659339905 (0.2129584550857544) | > loss_disc_real_3: 0.217782124876976 (0.21940575540065765) | > loss_disc_real_4: 0.18138404190540314 (0.20418931047121683) | > loss_disc_real_5: 0.1863202154636383 (0.22971518834431967) | > loss_0: 2.3032805919647217 (2.32000199953715) | > loss_gen: 2.4813008308410645 (2.3573058446248374) | > loss_kl: 3.4095890522003174 (3.2139008045196533) | > loss_feat: 7.2898454666137695 (6.605350017547607) | > loss_mel: 16.48950958251953 (17.42127227783203) | > loss_duration: 2.3852531909942627 (2.432061274846395) | > loss_1: 32.05549621582031 (32.02988878885905)  --> STEP: 4 | > loss_disc: 2.4382922649383545 (2.349574565887451) | > loss_disc_real_0: 0.16882020235061646 (0.12812549248337746) | > loss_disc_real_1: 0.23371195793151855 (0.20924030244350433) | > loss_disc_real_2: 0.24793307483196259 (0.22170211002230644) | > loss_disc_real_3: 0.2412557452917099 (0.22486825287342072) | > loss_disc_real_4: 0.23161600530147552 (0.2110459841787815) | > loss_disc_real_5: 0.23203973472118378 (0.2302963249385357) | > loss_0: 2.4382922649383545 (2.349574565887451) | > loss_gen: 2.611027240753174 (2.4207361936569214) | > loss_kl: 2.753157138824463 (3.0987148880958557) | > loss_feat: 6.779918193817139 (6.64899206161499) | > loss_mel: 16.955320358276367 (17.304784297943115) | > loss_duration: 2.3425111770629883 (2.409673750400543) | > loss_1: 31.441932678222656 (31.88289976119995)  --> STEP: 5 | > loss_disc: 2.1255042552948 (2.3047605037689207) | > loss_disc_real_0: 0.1533343642950058 (0.13316726684570312) | > loss_disc_real_1: 0.2197955846786499 (0.21135135889053344) | > loss_disc_real_2: 0.24409201741218567 (0.2261800915002823) | > loss_disc_real_3: 0.19320309162139893 (0.21853522062301636) | > loss_disc_real_4: 0.18100492656230927 (0.20503777265548706) | > loss_disc_real_5: 0.11143241822719574 (0.2065235435962677) | > loss_0: 2.1255042552948 (2.3047605037689207) | > loss_gen: 2.672612190246582 (2.4711113929748536) | > loss_kl: 2.1370930671691895 (2.9063905239105225) | > loss_feat: 7.466588020324707 (6.812511253356933) | > loss_mel: 19.609458923339844 (17.76571922302246) | > loss_duration: 2.3764185905456543 (2.4030227184295656) | > loss_1: 34.26217269897461 (32.358754348754886)  --> STEP: 6 | > loss_disc: 2.338416814804077 (2.310369888941447) | > loss_disc_real_0: 0.15273423492908478 (0.1364284281929334) | > loss_disc_real_1: 0.2022610306739807 (0.20983630418777466) | > loss_disc_real_2: 0.2035607546567917 (0.2224102020263672) | > loss_disc_real_3: 0.2951911389827728 (0.2313112070163091) | > loss_disc_real_4: 0.2774699628353119 (0.21710980435212454) | > loss_disc_real_5: 0.2547120153903961 (0.21455495556195578) | > loss_0: 2.338416814804077 (2.310369888941447) | > loss_gen: 2.6290273666381836 (2.4974307219187417) | > loss_kl: 3.321486711502075 (2.9755732218424478) | > loss_feat: 4.870573043823242 (6.488854885101318) | > loss_mel: 17.345741271972656 (17.695722897847492) | > loss_duration: 2.1877379417419434 (2.367141922314962) | > loss_1: 30.35456657409668 (32.024723052978516)  --> STEP: 7 | > loss_disc: 2.497586250305176 (2.33711508342198) | > loss_disc_real_0: 0.13826698064804077 (0.13669107854366302) | > loss_disc_real_1: 0.22705067694187164 (0.2122955002955028) | > loss_disc_real_2: 0.2360391914844513 (0.2243572005203792) | > loss_disc_real_3: 0.2946018874645233 (0.2403527327946254) | > loss_disc_real_4: 0.26586076617240906 (0.22407422746930802) | > loss_disc_real_5: 0.29797297716140747 (0.22647181579044887) | > loss_0: 2.497586250305176 (2.33711508342198) | > loss_gen: 2.4995365142822266 (2.49773154939924) | > loss_kl: 4.0608415603637695 (3.1306115559169223) | > loss_feat: 5.356690406799316 (6.3271171024867465) | > loss_mel: 16.76801109313965 (17.56319264003209) | > loss_duration: 2.482788324356079 (2.383662836892264) | > loss_1: 31.16786766052246 (31.902315139770508)  --> STEP: 8 | > loss_disc: 2.1756014823913574 (2.316925883293152) | > loss_disc_real_0: 0.15450197458267212 (0.13891744054853916) | > loss_disc_real_1: 0.1613512635231018 (0.20592747069895267) | > loss_disc_real_2: 0.16668365895748138 (0.21714800782501698) | > loss_disc_real_3: 0.2278367280960083 (0.23878823220729828) | > loss_disc_real_4: 0.13837255537509918 (0.21336151845753193) | > loss_disc_real_5: 0.14965347945690155 (0.21686952374875546) | > loss_0: 2.1756014823913574 (2.316925883293152) | > loss_gen: 2.2362260818481445 (2.465043365955353) | > loss_kl: 2.6190290451049805 (3.0666637420654297) | > loss_feat: 9.765146255493164 (6.756870746612549) | > loss_mel: 18.91837501525879 (17.732590436935425) | > loss_duration: 2.291490316390991 (2.372141271829605) | > loss_1: 35.830265045166016 (32.393308877944946)  --> STEP: 9 | > loss_disc: 2.5625436305999756 (2.344216744105021) | > loss_disc_real_0: 0.22190740704536438 (0.1481385479370753) | > loss_disc_real_1: 0.20872262120246887 (0.20623804297712114) | > loss_disc_real_2: 0.3182455003261566 (0.22838106254736582) | > loss_disc_real_3: 0.22680018842220306 (0.2374562273422877) | > loss_disc_real_4: 0.1701664924621582 (0.20856207112471262) | > loss_disc_real_5: 0.16447848081588745 (0.21104829675621456) | > loss_0: 2.5625436305999756 (2.344216744105021) | > loss_gen: 2.2552547454833984 (2.4417335192362466) | > loss_kl: 2.7569947242736816 (3.032256073421902) | > loss_feat: 9.347556114196777 (7.04472467634413) | > loss_mel: 20.149303436279297 (18.00111410352919) | > loss_duration: 2.182593584060669 (2.3510804176330566) | > loss_1: 36.69170379638672 (32.87090831332736)  --> STEP: 10 | > loss_disc: 2.475666046142578 (2.357361674308777) | > loss_disc_real_0: 0.09630724042654037 (0.1429554171860218) | > loss_disc_real_1: 0.16928665339946747 (0.20254290401935576) | > loss_disc_real_2: 0.29602429270744324 (0.23514538556337355) | > loss_disc_real_3: 0.23255659639835358 (0.2369662642478943) | > loss_disc_real_4: 0.22370342910289764 (0.21007620692253112) | > loss_disc_real_5: 0.25696611404418945 (0.21564007848501204) | > loss_0: 2.475666046142578 (2.357361674308777) | > loss_gen: 2.2789363861083984 (2.425453805923462) | > loss_kl: 2.8525333404541016 (3.014283800125122) | > loss_feat: 6.123051166534424 (6.952557325363159) | > loss_mel: 16.54865837097168 (17.855868530273437) | > loss_duration: 2.3571696281433105 (2.351689338684082) | > loss_1: 30.160348892211914 (32.59985237121582)  --> STEP: 11 | > loss_disc: 2.419633150100708 (2.363022717562589) | > loss_disc_real_0: 0.14426256716251373 (0.14307424900206653) | > loss_disc_real_1: 0.25919607281684875 (0.20769319209185513) | > loss_disc_real_2: 0.30932682752609253 (0.24188915301452985) | > loss_disc_real_3: 0.222146138548851 (0.23561898009343582) | > loss_disc_real_4: 0.21205104887485504 (0.21025573800910602) | > loss_disc_real_5: 0.18663829565048218 (0.21300355277278207) | > loss_0: 2.419633150100708 (2.363022717562589) | > loss_gen: 2.4150331020355225 (2.4245064692063765) | > loss_kl: 3.613436698913574 (3.068752245469527) | > loss_feat: 7.577889919281006 (7.009405742992055) | > loss_mel: 17.597768783569336 (17.8324049169367) | > loss_duration: 2.5195884704589844 (2.366952896118164) | > loss_1: 33.723716735839844 (32.702021858908914)  --> STEP: 12 | > loss_disc: 2.5090954303741455 (2.3751954436302185) | > loss_disc_real_0: 0.08670544624328613 (0.13837684877216816) | > loss_disc_real_1: 0.2465890496969223 (0.21093451355894408) | > loss_disc_real_2: 0.26232820749282837 (0.24359240755438805) | > loss_disc_real_3: 0.28315308690071106 (0.23958015566070875) | > loss_disc_real_4: 0.1830020397901535 (0.20798459649085999) | > loss_disc_real_5: 0.25334304571151733 (0.21636517718434334) | > loss_0: 2.5090954303741455 (2.3751954436302185) | > loss_gen: 2.3277955055236816 (2.4164472222328186) | > loss_kl: 2.0284883975982666 (2.982063591480255) | > loss_feat: 5.748498916625977 (6.904330174128215) | > loss_mel: 17.37713050842285 (17.79446538289388) | > loss_duration: 2.295893430709839 (2.3610312740008035) | > loss_1: 29.77780532836914 (32.4583371480306)  --> STEP: 13 | > loss_disc: 2.4357378482818604 (2.3798525516803446) | > loss_disc_real_0: 0.1430092751979828 (0.13873318926646158) | > loss_disc_real_1: 0.3115532100200653 (0.21867441328672263) | > loss_disc_real_2: 0.22577179968357086 (0.24222159156432518) | > loss_disc_real_3: 0.20796702802181244 (0.23714837661156288) | > loss_disc_real_4: 0.22084809839725494 (0.20897409663750574) | > loss_disc_real_5: 0.19955915212631226 (0.21507240602603325) | > loss_0: 2.4357378482818604 (2.3798525516803446) | > loss_gen: 2.2457032203674316 (2.4033130682431736) | > loss_kl: 3.3256828784942627 (3.0084958443274865) | > loss_feat: 4.080387592315674 (6.687103821681096) | > loss_mel: 15.467082023620605 (17.615435893719013) | > loss_duration: 2.223515748977661 (2.350453156691331) | > loss_1: 27.34237289428711 (32.06480143620418)  --> STEP: 14 | > loss_disc: 2.4627277851104736 (2.3857722112110684) | > loss_disc_real_0: 0.2164645940065384 (0.14428543246218137) | > loss_disc_real_1: 0.2313375622034073 (0.21957892392362868) | > loss_disc_real_2: 0.2743394672870636 (0.24451572554452078) | > loss_disc_real_3: 0.28244492411613464 (0.24038384429046086) | > loss_disc_real_4: 0.2567695677280426 (0.21238805885825837) | > loss_disc_real_5: 0.3183640241622925 (0.22245037875005177) | > loss_0: 2.4627277851104736 (2.3857722112110684) | > loss_gen: 2.774714469909668 (2.4298417397907803) | > loss_kl: 3.34250545501709 (3.0323536736624583) | > loss_feat: 5.118052959442139 (6.575028760092599) | > loss_mel: 19.071537017822266 (17.719443116869247) | > loss_duration: 2.4131507873535156 (2.354931558881487) | > loss_1: 32.7199592590332 (32.111598423549104)  --> STEP: 15 | > loss_disc: 2.497323513031006 (2.393208964665731) | > loss_disc_real_0: 0.23817382752895355 (0.15054465879996617) | > loss_disc_real_1: 0.24079057574272156 (0.22099303404490153) | > loss_disc_real_2: 0.20953094959259033 (0.24218340714772543) | > loss_disc_real_3: 0.2501126229763031 (0.24103242953618367) | > loss_disc_real_4: 0.20750239491462708 (0.21206234792868298) | > loss_disc_real_5: 0.20656172931194305 (0.22139113545417785) | > loss_0: 2.497323513031006 (2.393208964665731) | > loss_gen: 2.203176498413086 (2.4147307236989337) | > loss_kl: 3.2979984283447266 (3.0500633239746096) | > loss_feat: 6.089624881744385 (6.542668501536052) | > loss_mel: 17.616071701049805 (17.71255168914795) | > loss_duration: 2.377408027648926 (2.3564299901326495) | > loss_1: 31.584278106689453 (32.07644373575846)  --> STEP: 16 | > loss_disc: 2.454376697540283 (2.3970319479703903) | > loss_disc_real_0: 0.13150770962238312 (0.14935484947636724) | > loss_disc_real_1: 0.2517957389354706 (0.2229182031005621) | > loss_disc_real_2: 0.3286242187023163 (0.24758595786988735) | > loss_disc_real_3: 0.23004686832427979 (0.24034583196043968) | > loss_disc_real_4: 0.20041108131408691 (0.2113341437652707) | > loss_disc_real_5: 0.23043382167816162 (0.22195630334317684) | > loss_0: 2.454376697540283 (2.3970319479703903) | > loss_gen: 2.574314832687378 (2.4247047305107117) | > loss_kl: 3.3719961643218994 (3.070184126496315) | > loss_feat: 7.0465779304504395 (6.574162840843201) | > loss_mel: 15.13657283782959 (17.55155301094055) | > loss_duration: 2.4005017280578613 (2.3591844737529755) | > loss_1: 30.52996253967285 (31.97978866100311)  --> STEP: 17 | > loss_disc: 2.5357248783111572 (2.4051903556374943) | > loss_disc_real_0: 0.14941927790641785 (0.14935863938401728) | > loss_disc_real_1: 0.21848982572555542 (0.222657710313797) | > loss_disc_real_2: 0.26071637868881226 (0.24835833556511822) | > loss_disc_real_3: 0.2312014102935791 (0.23980792480356553) | > loss_disc_real_4: 0.21487334370613098 (0.21154233199708602) | > loss_disc_real_5: 0.3379227817058563 (0.22877786089392269) | > loss_0: 2.5357248783111572 (2.4051903556374943) | > loss_gen: 2.3328917026519775 (2.41930396416608) | > loss_kl: 2.498051643371582 (3.036529274547801) | > loss_feat: 5.8150177001953125 (6.529507244334502) | > loss_mel: 16.865543365478516 (17.51119950238396) | > loss_duration: 2.425842761993408 (2.3631055495318245) | > loss_1: 29.937345504760742 (31.859644945930032)  --> STEP: 18 | > loss_disc: 2.3430256843566895 (2.401736762788561) | > loss_disc_real_0: 0.10627847909927368 (0.14696529714597595) | > loss_disc_real_1: 0.20536348223686218 (0.2216969198650784) | > loss_disc_real_2: 0.31960514187812805 (0.25231649147139656) | > loss_disc_real_3: 0.2382519245147705 (0.23972148034307691) | > loss_disc_real_4: 0.19759395718574524 (0.21076742228534487) | > loss_disc_real_5: 0.2009301483631134 (0.22723076575332218) | > loss_0: 2.3430256843566895 (2.401736762788561) | > loss_gen: 2.4310390949249268 (2.419955915874905) | > loss_kl: 2.2007975578308105 (2.9900997347301908) | > loss_feat: 6.945205211639404 (6.55260157585144) | > loss_mel: 15.69814682006836 (17.41047435336643) | > loss_duration: 2.218628168106079 (2.355079028341505) | > loss_1: 29.493818283081055 (31.728210131327312)  --> STEP: 19 | > loss_disc: 2.3142549991607666 (2.3971324594397294) | > loss_disc_real_0: 0.10613253712654114 (0.14481620451337412) | > loss_disc_real_1: 0.2732437551021576 (0.22440991119334572) | > loss_disc_real_2: 0.26255226135253906 (0.252855216201983) | > loss_disc_real_3: 0.23171958327293396 (0.23930032786570096) | > loss_disc_real_4: 0.14835286140441895 (0.20748244539687508) | > loss_disc_real_5: 0.21467773616313934 (0.2265700799854178) | > loss_0: 2.3142549991607666 (2.3971324594397294) | > loss_gen: 2.4401183128356934 (2.421017094662315) | > loss_kl: 2.3038530349731445 (2.953981487374557) | > loss_feat: 6.513097763061523 (6.550522427809866) | > loss_mel: 17.6761531829834 (17.424457449662057) | > loss_duration: 2.376387596130371 (2.3562005319093404) | > loss_1: 31.309608459472656 (31.70617846438759)  --> STEP: 20 | > loss_disc: 2.265293836593628 (2.390540528297424) | > loss_disc_real_0: 0.15570476651191711 (0.1453606326133013) | > loss_disc_real_1: 0.20401807129383087 (0.22339031919837) | > loss_disc_real_2: 0.26825258135795593 (0.25362508445978166) | > loss_disc_real_3: 0.24196447432041168 (0.23943353518843652) | > loss_disc_real_4: 0.19101081788539886 (0.20665886402130126) | > loss_disc_real_5: 0.19953934848308563 (0.2252185434103012) | > loss_0: 2.265293836593628 (2.390540528297424) | > loss_gen: 2.8103585243225098 (2.4404841661453247) | > loss_kl: 2.4993410110473633 (2.9312494635581974) | > loss_feat: 7.7625579833984375 (6.611124205589294) | > loss_mel: 18.990554809570312 (17.50276231765747) | > loss_duration: 2.3170504570007324 (2.3542430281639097) | > loss_1: 34.37986373901367 (31.839862728118895)  --> STEP: 21 | > loss_disc: 2.4817004203796387 (2.3948814755394343) | > loss_disc_real_0: 0.07518137991428375 (0.14201876343715758) | > loss_disc_real_1: 0.17217162251472473 (0.22095133364200592) | > loss_disc_real_2: 0.1862991452217102 (0.25041908735320684) | > loss_disc_real_3: 0.19180670380592346 (0.23716559083688826) | > loss_disc_real_4: 0.1542680561542511 (0.20416406364667983) | > loss_disc_real_5: 0.16548776626586914 (0.22237422068913779) | > loss_0: 2.4817004203796387 (2.3948814755394343) | > loss_gen: 1.862504243850708 (2.412961312702724) | > loss_kl: 2.4985175132751465 (2.9106431802113852) | > loss_feat: 6.174989223480225 (6.59035587310791) | > loss_mel: 16.092634201049805 (17.43561335972377) | > loss_duration: 2.1662814617156982 (2.345292477380662) | > loss_1: 28.794925689697266 (31.694865726289294)  --> STEP: 22 | > loss_disc: 2.338291645050049 (2.3923092105171895) | > loss_disc_real_0: 0.08617635071277618 (0.1394804719496857) | > loss_disc_real_1: 0.23256123065948486 (0.2214790562337095) | > loss_disc_real_2: 0.20940332114696503 (0.24855473434383218) | > loss_disc_real_3: 0.21503394842147827 (0.23615960709073328) | > loss_disc_real_4: 0.2031884342432022 (0.20411971685561267) | > loss_disc_real_5: 0.192273810505867 (0.22100602022626184) | > loss_0: 2.338291645050049 (2.3923092105171895) | > loss_gen: 2.2808430194854736 (2.4069559357383032) | > loss_kl: 2.673863172531128 (2.899880452589555) | > loss_feat: 7.225197792053223 (6.619212323969061) | > loss_mel: 16.14713478088379 (17.37704615159468) | > loss_duration: 2.2050681114196777 (2.3389186425642534) | > loss_1: 30.532108306884766 (31.642013116316363)  --> STEP: 23 | > loss_disc: 2.2890827655792236 (2.3878211042155386) | > loss_disc_real_0: 0.12526148557662964 (0.13886225515085718) | > loss_disc_real_1: 0.2244318127632141 (0.22160743695238364) | > loss_disc_real_2: 0.17803965508937836 (0.24548886133276898) | > loss_disc_real_3: 0.21043741703033447 (0.23504125100115072) | > loss_disc_real_4: 0.1252339482307434 (0.20068990082844443) | > loss_disc_real_5: 0.11638638377189636 (0.21645734038041986) | > loss_0: 2.2890827655792236 (2.3878211042155386) | > loss_gen: 2.149644136428833 (2.395768466203109) | > loss_kl: 2.3446741104125977 (2.8757410464079483) | > loss_feat: 6.582488059997559 (6.617615616839865) | > loss_mel: 17.138105392456055 (17.366657422936477) | > loss_duration: 2.2517285346984863 (2.33512776830922) | > loss_1: 30.46664047241211 (31.590909957885742)  --> STEP: 24 | > loss_disc: 2.421193838119507 (2.389211634794871) | > loss_disc_real_0: 0.11597747355699539 (0.13790872258444628) | > loss_disc_real_1: 0.18038803339004517 (0.21988996180395284) | > loss_disc_real_2: 0.31124988198280334 (0.24822890385985374) | > loss_disc_real_3: 0.20347760617733002 (0.23372609913349152) | > loss_disc_real_4: 0.1561308056116104 (0.19883327186107635) | > loss_disc_real_5: 0.15730097889900208 (0.21399249198536077) | > loss_0: 2.421193838119507 (2.389211634794871) | > loss_gen: 2.2717783451080322 (2.3906022111574807) | > loss_kl: 2.0753753185272217 (2.842392474412918) | > loss_feat: 7.297669887542725 (6.645951211452484) | > loss_mel: 16.990680694580078 (17.350991725921627) | > loss_duration: 2.4072277545928955 (2.3381319344043736) | > loss_1: 31.04273223876953 (31.568069219589233)  --> STEP: 25 | > loss_disc: 2.6159934997558594 (2.3982829093933105) | > loss_disc_real_0: 0.09976653754711151 (0.1363830351829529) | > loss_disc_real_1: 0.287506103515625 (0.22259460747241974) | > loss_disc_real_2: 0.25371626019477844 (0.24844839811325073) | > loss_disc_real_3: 0.25797176361083984 (0.23469592571258546) | > loss_disc_real_4: 0.24013695120811462 (0.2004854190349579) | > loss_disc_real_5: 0.21241270005702972 (0.21392930030822754) | > loss_0: 2.6159934997558594 (2.3982829093933105) | > loss_gen: 2.152636766433716 (2.38108359336853) | > loss_kl: 3.1701481342315674 (2.855502700805664) | > loss_feat: 5.603280067443848 (6.604244365692138) | > loss_mel: 14.461992263793945 (17.235431747436518) | > loss_duration: 2.372976779937744 (2.3395257282257087) | > loss_1: 27.76103401184082 (31.415787811279298)  --> STEP: 26 | > loss_disc: 2.081131935119629 (2.386084794998169) | > loss_disc_real_0: 0.0391920767724514 (0.1326449213979336) | > loss_disc_real_1: 0.14652879536151886 (0.21966899931430817) | > loss_disc_real_2: 0.12816311419010162 (0.24382204103928345) | > loss_disc_real_3: 0.19064739346504211 (0.23300175139537224) | > loss_disc_real_4: 0.15335148572921753 (0.19867257544627556) | > loss_disc_real_5: 0.1332159787416458 (0.21082494178643593) | > loss_0: 2.081131935119629 (2.386084794998169) | > loss_gen: 2.0613996982574463 (2.3687880589411807) | > loss_kl: 2.6613829135894775 (2.848036555143503) | > loss_feat: 10.105255126953125 (6.738898625740638) | > loss_mel: 19.753284454345703 (17.332272236163796) | > loss_duration: 2.301750659942627 (2.3380728409840517) | > loss_1: 36.88307189941406 (31.62606796851525) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023924662516667293 (+8.977376497708864e-05) | > avg_loss_disc: 2.386084794998169 (-0.12449446091285132) | > avg_loss_disc_real_0: 0.1326449213979336 (-0.01383891200216919) | > avg_loss_disc_real_1: 0.21966899931430817 (-0.011646135495259224) | > avg_loss_disc_real_2: 0.24382204103928345 (-0.0298097672370764) | > avg_loss_disc_real_3: 0.23300175139537224 (-0.07068118109152868) | > avg_loss_disc_real_4: 0.19867257544627556 (-0.09700295386406091) | > avg_loss_disc_real_5: 0.21082494178643593 (-0.07856955035374716) | > avg_loss_0: 2.386084794998169 (-0.12449446091285132) | > avg_loss_gen: 2.3687880589411807 (-0.2621456109560447) | > avg_loss_kl: 2.848036555143503 (+0.0038676078502950517) | > avg_loss_feat: 6.738898625740638 (-0.11384395452646157) | > avg_loss_mel: 17.332272236163796 (-0.1387786498436654) | > avg_loss_duration: 2.3380728409840517 (+0.004281786771920704) | > avg_loss_1: 31.62606796851525 (-0.5066190132727968)  > EPOCH: 564/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:01:31)   --> TIME: 2024-06-11 16:01:34 -- STEP: 4/330 -- GLOBAL_STEP: 274125 | > loss_disc: 2.2615840435028076 (2.320275902748108) | > loss_disc_real_0: 0.1105794608592987 (0.09130075015127659) | > loss_disc_real_1: 0.18869008123874664 (0.181648600846529) | > loss_disc_real_2: 0.19612565636634827 (0.21737103909254074) | > loss_disc_real_3: 0.20320895314216614 (0.22225019335746765) | > loss_disc_real_4: 0.21578343212604523 (0.22370698302984238) | > loss_disc_real_5: 0.21081200242042542 (0.22259574383497238) | > loss_0: 2.2615840435028076 (2.320275902748108) | > grad_norm_0: tensor(6.6775, device='cuda:0') (tensor(8.2658, device='cuda:0')) | > loss_gen: 2.526155710220337 (2.412478029727936) | > loss_kl: 1.8599377870559692 (1.878512054681778) | > loss_feat: 6.8441057205200195 (6.4931052923202515) | > loss_mel: 17.65116310119629 (17.81460666656494) | > loss_duration: 2.168219566345215 (2.1791354417800903) | > loss_1: 31.049579620361328 (30.77783727645874) | > grad_norm_1: tensor(118.7031, device='cuda:0') (tensor(97.9960, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3566 (0.38969677686691284) | > loader_time: 0.0027 (0.0032573938369750977)  --> TIME: 2024-06-11 16:01:44 -- STEP: 29/330 -- GLOBAL_STEP: 274150 | > loss_disc: 2.3021206855773926 (2.3233031568856073) | > loss_disc_real_0: 0.10243746638298035 (0.10222450027178073) | > loss_disc_real_1: 0.18371456861495972 (0.19818438024356447) | > loss_disc_real_2: 0.19272494316101074 (0.2081000871699432) | > loss_disc_real_3: 0.2202042043209076 (0.22510978271221294) | > loss_disc_real_4: 0.23677606880664825 (0.22885566847077732) | > loss_disc_real_5: 0.23352859914302826 (0.2178258685202434) | > loss_0: 2.3021206855773926 (2.3233031568856073) | > grad_norm_0: tensor(17.7611, device='cuda:0') (tensor(13.2888, device='cuda:0')) | > loss_gen: 2.6360998153686523 (2.5098506664407663) | > loss_kl: 2.0604352951049805 (1.865934129418998) | > loss_feat: 6.880769729614258 (6.969130844905458) | > loss_mel: 18.498537063598633 (17.847785949707035) | > loss_duration: 2.025822162628174 (2.0468759495636504) | > loss_1: 32.10166549682617 (31.239577786675817) | > grad_norm_1: tensor(149.4612, device='cuda:0') (tensor(156.1039, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.374 (0.37429225033727187) | > loader_time: 0.0031 (0.0031966340952906116)  --> TIME: 2024-06-11 16:01:53 -- STEP: 54/330 -- GLOBAL_STEP: 274175 | > loss_disc: 2.348630428314209 (2.3426034892046883) | > loss_disc_real_0: 0.12042198330163956 (0.10789851237226415) | > loss_disc_real_1: 0.20302261412143707 (0.19981179993461679) | > loss_disc_real_2: 0.21148450672626495 (0.20855687448271998) | > loss_disc_real_3: 0.20020262897014618 (0.2271038724316491) | > loss_disc_real_4: 0.2000635713338852 (0.22974566177085595) | > loss_disc_real_5: 0.17627133429050446 (0.22050293534994125) | > loss_0: 2.348630428314209 (2.3426034892046883) | > grad_norm_0: tensor(9.0122, device='cuda:0') (tensor(13.5053, device='cuda:0')) | > loss_gen: 2.4259634017944336 (2.5012107910933317) | > loss_kl: 2.07403826713562 (1.895113174562101) | > loss_feat: 7.184961795806885 (7.016274990858855) | > loss_mel: 18.863882064819336 (17.820977528889973) | > loss_duration: 1.9797037839889526 (2.0195575842150926) | > loss_1: 32.52854919433594 (31.25313416233769) | > grad_norm_1: tensor(78.8963, device='cuda:0') (tensor(160.8622, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3574 (0.3685394437224776) | > loader_time: 0.0034 (0.0033427697640878184)  --> TIME: 2024-06-11 16:02:02 -- STEP: 79/330 -- GLOBAL_STEP: 274200 | > loss_disc: 2.326235055923462 (2.3466027597837806) | > loss_disc_real_0: 0.10532772541046143 (0.10961594526903538) | > loss_disc_real_1: 0.22713643312454224 (0.19880324111709113) | > loss_disc_real_2: 0.21396081149578094 (0.212147973194907) | > loss_disc_real_3: 0.1982194483280182 (0.22711829463892344) | > loss_disc_real_4: 0.21758711338043213 (0.2295756298529951) | > loss_disc_real_5: 0.22155161201953888 (0.22042311369618284) | > loss_0: 2.326235055923462 (2.3466027597837806) | > grad_norm_0: tensor(15.3898, device='cuda:0') (tensor(15.1966, device='cuda:0')) | > loss_gen: 2.4268009662628174 (2.494296191613885) | > loss_kl: 2.02675461769104 (1.9165328846702092) | > loss_feat: 6.834869384765625 (7.076946107647087) | > loss_mel: 17.01637077331543 (17.82742126078545) | > loss_duration: 1.9612789154052734 (2.0088649324223953) | > loss_1: 30.266075134277344 (31.32406147824058) | > grad_norm_1: tensor(288.9809, device='cuda:0') (tensor(172.9338, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3852 (0.36864386932759347) | > loader_time: 0.004 (0.003475653974315788)  --> TIME: 2024-06-11 16:02:12 -- STEP: 104/330 -- GLOBAL_STEP: 274225 | > loss_disc: 2.3659827709198 (2.3507429338418513) | > loss_disc_real_0: 0.1387178897857666 (0.11157977760124665) | > loss_disc_real_1: 0.21346856653690338 (0.1983459131935468) | > loss_disc_real_2: 0.1976042240858078 (0.2125197289368281) | > loss_disc_real_3: 0.236349418759346 (0.22734462226239535) | > loss_disc_real_4: 0.26057949662208557 (0.23038710223940703) | > loss_disc_real_5: 0.2697324752807617 (0.2208606847203695) | > loss_0: 2.3659827709198 (2.3507429338418513) | > grad_norm_0: tensor(9.6411, device='cuda:0') (tensor(15.9953, device='cuda:0')) | > loss_gen: 2.536116600036621 (2.487832372005168) | > loss_kl: 2.065779209136963 (1.9314037297780697) | > loss_feat: 7.388404369354248 (6.998121674244221) | > loss_mel: 17.97146987915039 (17.74072963457841) | > loss_duration: 2.061864137649536 (2.0101583531269656) | > loss_1: 32.02363204956055 (31.1682458290687) | > grad_norm_1: tensor(254.6278, device='cuda:0') (tensor(183.6483, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3707 (0.36859336266150844) | > loader_time: 0.0038 (0.0035392137674184945)  --> TIME: 2024-06-11 16:02:21 -- STEP: 129/330 -- GLOBAL_STEP: 274250 | > loss_disc: 2.399661064147949 (2.3575337506079848) | > loss_disc_real_0: 0.08570408076047897 (0.11118299083769784) | > loss_disc_real_1: 0.1733279526233673 (0.19783105741637622) | > loss_disc_real_2: 0.23171986639499664 (0.2129795591729556) | > loss_disc_real_3: 0.24948199093341827 (0.22900262521218884) | > loss_disc_real_4: 0.2583322823047638 (0.2302085845045341) | > loss_disc_real_5: 0.26134711503982544 (0.22069467015044633) | > loss_0: 2.399661064147949 (2.3575337506079848) | > grad_norm_0: tensor(14.9619, device='cuda:0') (tensor(18.1645, device='cuda:0')) | > loss_gen: 2.6702160835266113 (2.4888096003569364) | > loss_kl: 1.8640292882919312 (1.940369965494141) | > loss_feat: 6.300366401672363 (7.009648127149242) | > loss_mel: 17.643146514892578 (17.732303064922952) | > loss_duration: 1.9866515398025513 (2.012224917263947) | > loss_1: 30.46440887451172 (31.183355686276457) | > grad_norm_1: tensor(193.5730, device='cuda:0') (tensor(204.4952, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3764 (0.3691858265751092) | > loader_time: 0.0039 (0.003635040549344795)  --> TIME: 2024-06-11 16:02:31 -- STEP: 154/330 -- GLOBAL_STEP: 274275 | > loss_disc: 2.3696823120117188 (2.362960253443037) | > loss_disc_real_0: 0.16866840422153473 (0.11408068663017316) | > loss_disc_real_1: 0.17145287990570068 (0.19760303760503797) | > loss_disc_real_2: 0.21635223925113678 (0.21288359523206563) | > loss_disc_real_3: 0.20600512623786926 (0.2289495278488506) | > loss_disc_real_4: 0.22516636550426483 (0.23148130460993036) | > loss_disc_real_5: 0.20673295855522156 (0.22116795366073583) | > loss_0: 2.3696823120117188 (2.362960253443037) | > grad_norm_0: tensor(24.2669, device='cuda:0') (tensor(20.8009, device='cuda:0')) | > loss_gen: 2.4893012046813965 (2.4889721731086825) | > loss_kl: 2.1733365058898926 (1.948308441546056) | > loss_feat: 7.06866455078125 (7.0085617721854865) | > loss_mel: 16.99807357788086 (17.719123995149285) | > loss_duration: 2.0438194274902344 (2.014587167021516) | > loss_1: 30.773195266723633 (31.1795536016489) | > grad_norm_1: tensor(169.7395, device='cuda:0') (tensor(220.7575, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3852 (0.37111257113419577) | > loader_time: 0.0037 (0.0037173853292093648)  --> TIME: 2024-06-11 16:02:41 -- STEP: 179/330 -- GLOBAL_STEP: 274300 | > loss_disc: 2.4338326454162598 (2.363582920095775) | > loss_disc_real_0: 0.1628139764070511 (0.11467281327317547) | > loss_disc_real_1: 0.176426500082016 (0.19791400732274836) | > loss_disc_real_2: 0.207079216837883 (0.21271342738380644) | > loss_disc_real_3: 0.21045982837677002 (0.22884635502399678) | > loss_disc_real_4: 0.21895071864128113 (0.2311911786068751) | > loss_disc_real_5: 0.22451098263263702 (0.22124749114060535) | > loss_0: 2.4338326454162598 (2.363582920095775) | > grad_norm_0: tensor(17.6175, device='cuda:0') (tensor(21.9587, device='cuda:0')) | > loss_gen: 2.461681842803955 (2.490742880538855) | > loss_kl: 1.9750806093215942 (1.9573156094417892) | > loss_feat: 6.392530918121338 (7.007771113731342) | > loss_mel: 17.162580490112305 (17.678068507317054) | > loss_duration: 2.062246799468994 (2.0218095899294197) | > loss_1: 30.054121017456055 (31.155707780209333) | > grad_norm_1: tensor(200.7850, device='cuda:0') (tensor(236.1564, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3798 (0.3725828951297526) | > loader_time: 0.0049 (0.0038022622049853788)  --> TIME: 2024-06-11 16:02:51 -- STEP: 204/330 -- GLOBAL_STEP: 274325 | > loss_disc: 2.3851680755615234 (2.361335210940419) | > loss_disc_real_0: 0.15227651596069336 (0.11614652556896794) | > loss_disc_real_1: 0.17585238814353943 (0.19701345206475732) | > loss_disc_real_2: 0.18525397777557373 (0.21230083338770211) | > loss_disc_real_3: 0.21964925527572632 (0.22902260640380429) | > loss_disc_real_4: 0.20552819967269897 (0.230313747025588) | > loss_disc_real_5: 0.1916254460811615 (0.22056585543003737) | > loss_0: 2.3851680755615234 (2.361335210940419) | > grad_norm_0: tensor(26.5473, device='cuda:0') (tensor(23.8049, device='cuda:0')) | > loss_gen: 2.7020392417907715 (2.4923667112986245) | > loss_kl: 2.0397942066192627 (1.9647197168247372) | > loss_feat: 8.179500579833984 (7.023230295555265) | > loss_mel: 17.83403968811035 (17.64886443287719) | > loss_duration: 2.0297069549560547 (2.0296521245264545) | > loss_1: 32.78507995605469 (31.15883331672818) | > grad_norm_1: tensor(376.6222, device='cuda:0') (tensor(250.0502, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3964 (0.37471756981868376) | > loader_time: 0.0045 (0.0038945487901276233)  --> TIME: 2024-06-11 16:03:01 -- STEP: 229/330 -- GLOBAL_STEP: 274350 | > loss_disc: 2.4160306453704834 (2.3633403611495516) | > loss_disc_real_0: 0.09064764529466629 (0.11623921637386735) | > loss_disc_real_1: 0.21657618880271912 (0.19831505827768406) | > loss_disc_real_2: 0.18848051130771637 (0.21214878975564216) | > loss_disc_real_3: 0.21940310299396515 (0.22931880025624188) | > loss_disc_real_4: 0.22835348546504974 (0.23054880606555522) | > loss_disc_real_5: 0.2133197784423828 (0.22091735652180217) | > loss_0: 2.4160306453704834 (2.3633403611495516) | > grad_norm_0: tensor(17.3791, device='cuda:0') (tensor(25.1043, device='cuda:0')) | > loss_gen: 2.3955788612365723 (2.4917674356152397) | > loss_kl: 1.9939846992492676 (1.966273589946297) | > loss_feat: 6.563289165496826 (7.0257792160500605) | > loss_mel: 17.041305541992188 (17.61908763152543) | > loss_duration: 2.127981424331665 (2.037885177603977) | > loss_1: 30.12213897705078 (31.14079307989262) | > grad_norm_1: tensor(213.4783, device='cuda:0') (tensor(262.6278, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.3954 (0.3776101337249623) | > loader_time: 0.0049 (0.004003103122961053)  --> TIME: 2024-06-11 16:03:11 -- STEP: 254/330 -- GLOBAL_STEP: 274375 | > loss_disc: 2.382307767868042 (2.3650787186434896) | > loss_disc_real_0: 0.0877126157283783 (0.11717715247820212) | > loss_disc_real_1: 0.17390848696231842 (0.198281148580585) | > loss_disc_real_2: 0.23676100373268127 (0.21228463214448118) | > loss_disc_real_3: 0.23289170861244202 (0.22908872811813055) | > loss_disc_real_4: 0.2340613752603531 (0.230710341822444) | > loss_disc_real_5: 0.2169702649116516 (0.22092615015159442) | > loss_0: 2.382307767868042 (2.3650787186434896) | > grad_norm_0: tensor(34.6805, device='cuda:0') (tensor(25.8013, device='cuda:0')) | > loss_gen: 2.408390998840332 (2.488977541135052) | > loss_kl: 2.0961248874664307 (1.9679584672131876) | > loss_feat: 7.565676212310791 (7.029932836847981) | > loss_mel: 17.9572811126709 (17.586052350171908) | > loss_duration: 2.0731093883514404 (2.045045459364345) | > loss_1: 32.100582122802734 (31.117966696971983) | > grad_norm_1: tensor(368.9216, device='cuda:0') (tensor(270.4198, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.4264 (0.38108851215032147) | > loader_time: 0.0052 (0.004133955700190989)  --> TIME: 2024-06-11 16:03:23 -- STEP: 279/330 -- GLOBAL_STEP: 274400 | > loss_disc: 2.4426212310791016 (2.367067389163493) | > loss_disc_real_0: 0.10062852501869202 (0.11792911830822199) | > loss_disc_real_1: 0.23327039182186127 (0.1989477758552866) | > loss_disc_real_2: 0.22230227291584015 (0.2126028455500107) | > loss_disc_real_3: 0.23535998165607452 (0.22911386784686844) | > loss_disc_real_4: 0.25653931498527527 (0.2304461551396223) | > loss_disc_real_5: 0.22714337706565857 (0.221204609052682) | > loss_0: 2.4426212310791016 (2.367067389163493) | > grad_norm_0: tensor(51.9787, device='cuda:0') (tensor(26.5299, device='cuda:0')) | > loss_gen: 2.3199169635772705 (2.4854050135527035) | > loss_kl: 2.112382173538208 (1.9734627384438737) | > loss_feat: 6.959423065185547 (7.030445608186891) | > loss_mel: 16.64736557006836 (17.55087881532621) | > loss_duration: 2.1384053230285645 (2.0540740105413633) | > loss_1: 30.177492141723633 (31.09426619416924) | > grad_norm_1: tensor(190.2273, device='cuda:0') (tensor(279.7486, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.4578 (0.387328341870325) | > loader_time: 0.0058 (0.004292075352002218)  --> TIME: 2024-06-11 16:03:35 -- STEP: 304/330 -- GLOBAL_STEP: 274425 | > loss_disc: 2.4699549674987793 (2.3682465616025428) | > loss_disc_real_0: 0.27202197909355164 (0.11890442170643885) | > loss_disc_real_1: 0.20173713564872742 (0.19900841241408332) | > loss_disc_real_2: 0.2201755791902542 (0.21252473164349794) | > loss_disc_real_3: 0.2303670346736908 (0.22919893161834864) | > loss_disc_real_4: 0.21745264530181885 (0.23037226130499652) | > loss_disc_real_5: 0.22325195372104645 (0.2211489699977009) | > loss_0: 2.4699549674987793 (2.3682465616025428) | > grad_norm_0: tensor(92.4910, device='cuda:0') (tensor(27.8267, device='cuda:0')) | > loss_gen: 2.6965560913085938 (2.488408453370395) | > loss_kl: 2.0398783683776855 (1.9775441869309074) | > loss_feat: 8.594703674316406 (7.065124436428671) | > loss_mel: 17.4968318939209 (17.509481448876233) | > loss_duration: 2.2018465995788574 (2.0649155072475747) | > loss_1: 33.029815673828125 (31.105474007757085) | > grad_norm_1: tensor(466.2321, device='cuda:0') (tensor(291.2814, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 0.4762 (0.39420852457222183) | > loader_time: 0.0067 (0.004464552590721533)  --> TIME: 2024-06-11 16:04:03 -- STEP: 329/330 -- GLOBAL_STEP: 274450 | > loss_disc: 2.6066064834594727 (2.373763108325947) | > loss_disc_real_0: 0.11990424990653992 (0.12013257359434769) | > loss_disc_real_1: 0.4204912781715393 (0.20136904906719286) | > loss_disc_real_2: 0.2236405909061432 (0.2127468728185787) | > loss_disc_real_3: 0.2907659113407135 (0.22966810897853246) | > loss_disc_real_4: 0.2718316912651062 (0.229776336384037) | > loss_disc_real_5: 0.24383291602134705 (0.22154632899174212) | > loss_0: 2.6066064834594727 (2.373763108325947) | > grad_norm_0: tensor(10.7746, device='cuda:0') (tensor(28.4389, device='cuda:0')) | > loss_gen: 2.394756317138672 (2.491632046308198) | > loss_kl: 2.1747000217437744 (1.986982838723435) | > loss_feat: 11.085399627685547 (7.17779466373942) | > loss_mel: 18.8153133392334 (17.48017061807463) | > loss_duration: 2.303029775619507 (2.0794637529321) | > loss_1: 36.773197174072266 (31.21604388390631) | > grad_norm_1: tensor(294.0851, device='cuda:0') (tensor(300.4785, device='cuda:0')) | > current_lr_0: 0.00018638472657720034 | > current_lr_1: 0.00018638472657720034 | > step_time: 13.9773 (0.44816493045957617) | > loader_time: 0.0326 (0.004893636993361825)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2554197311401367 (2.2554197311401367) | > loss_disc_real_0: 0.09734894335269928 (0.09734894335269928) | > loss_disc_real_1: 0.15622054040431976 (0.15622054040431976) | > loss_disc_real_2: 0.26821863651275635 (0.26821863651275635) | > loss_disc_real_3: 0.27424517273902893 (0.27424517273902893) | > loss_disc_real_4: 0.32521334290504456 (0.32521334290504456) | > loss_disc_real_5: 0.23571103811264038 (0.23571103811264038) | > loss_0: 2.2554197311401367 (2.2554197311401367) | > loss_gen: 2.9826481342315674 (2.9826481342315674) | > loss_kl: 2.062770366668701 (2.062770366668701) | > loss_feat: 8.74647331237793 (8.74647331237793) | > loss_mel: 17.517742156982422 (17.517742156982422) | > loss_duration: 2.919689178466797 (2.919689178466797) | > loss_1: 34.22932434082031 (34.22932434082031)  --> STEP: 1 | > loss_disc: 1.880472183227539 (1.880472183227539) | > loss_disc_real_0: 0.07275032997131348 (0.07275032997131348) | > loss_disc_real_1: 0.13124419748783112 (0.13124419748783112) | > loss_disc_real_2: 0.16117577254772186 (0.16117577254772186) | > loss_disc_real_3: 0.23986773192882538 (0.23986773192882538) | > loss_disc_real_4: 0.18341076374053955 (0.18341076374053955) | > loss_disc_real_5: 0.18919560313224792 (0.18919560313224792) | > loss_0: 1.880472183227539 (1.880472183227539) | > loss_gen: 2.740032196044922 (2.740032196044922) | > loss_kl: 2.89526104927063 (2.89526104927063) | > loss_feat: 7.168560028076172 (7.168560028076172) | > loss_mel: 19.747900009155273 (19.747900009155273) | > loss_duration: 2.4782471656799316 (2.4782471656799316) | > loss_1: 35.03000259399414 (35.03000259399414)  --> STEP: 2 | > loss_disc: 2.667689085006714 (2.2740806341171265) | > loss_disc_real_0: 0.06662119179964066 (0.06968576088547707) | > loss_disc_real_1: 0.2461572289466858 (0.18870071321725845) | > loss_disc_real_2: 0.2952595353126526 (0.22821765393018723) | > loss_disc_real_3: 0.2860981225967407 (0.26298292726278305) | > loss_disc_real_4: 0.3037581145763397 (0.24358443915843964) | > loss_disc_real_5: 0.376556932926178 (0.28287626802921295) | > loss_0: 2.667689085006714 (2.2740806341171265) | > loss_gen: 2.403132438659668 (2.571582317352295) | > loss_kl: 3.0827322006225586 (2.9889966249465942) | > loss_feat: 6.336583137512207 (6.7525715827941895) | > loss_mel: 19.411502838134766 (19.57970142364502) | > loss_duration: 2.511544704437256 (2.4948959350585938) | > loss_1: 33.7454948425293 (34.38774871826172)  --> STEP: 3 | > loss_disc: 2.5216429233551025 (2.3566013971964517) | > loss_disc_real_0: 0.14778822660446167 (0.0957199161251386) | > loss_disc_real_1: 0.27385708689689636 (0.2170861711104711) | > loss_disc_real_2: 0.23227475583553314 (0.2295700212319692) | > loss_disc_real_3: 0.3005336821079254 (0.2754998455444972) | > loss_disc_real_4: 0.23924630880355835 (0.24213839570681253) | > loss_disc_real_5: 0.30164843797683716 (0.28913365801175434) | > loss_0: 2.5216429233551025 (2.3566013971964517) | > loss_gen: 2.4388206005096436 (2.5273284117380777) | > loss_kl: 3.2092132568359375 (3.0624021689097085) | > loss_feat: 5.286703109741211 (6.263948758443196) | > loss_mel: 17.808012008666992 (18.98913828531901) | > loss_duration: 2.3272461891174316 (2.4390126864115396) | > loss_1: 31.06999397277832 (33.28183046976725)  --> STEP: 4 | > loss_disc: 2.052809715270996 (2.280653476715088) | > loss_disc_real_0: 0.09471109509468079 (0.09546771086752415) | > loss_disc_real_1: 0.17829285562038422 (0.20738784223794937) | > loss_disc_real_2: 0.24122706055641174 (0.23248428106307983) | > loss_disc_real_3: 0.23712682723999023 (0.26590659096837044) | > loss_disc_real_4: 0.19507429003715515 (0.2303723692893982) | > loss_disc_real_5: 0.1853438913822174 (0.2631862163543701) | > loss_0: 2.052809715270996 (2.280653476715088) | > loss_gen: 2.721750020980835 (2.575933814048767) | > loss_kl: 3.611466407775879 (3.199668228626251) | > loss_feat: 8.93527889251709 (6.93178129196167) | > loss_mel: 19.744823455810547 (19.178059577941895) | > loss_duration: 2.373581647872925 (2.422654926776886) | > loss_1: 37.386898040771484 (34.30809736251831)  --> STEP: 5 | > loss_disc: 2.2242724895477295 (2.269377279281616) | > loss_disc_real_0: 0.1429559886455536 (0.10496536642313004) | > loss_disc_real_1: 0.17275765538215637 (0.20046180486679077) | > loss_disc_real_2: 0.20831415057182312 (0.2276502549648285) | > loss_disc_real_3: 0.22127960622310638 (0.2569811940193176) | > loss_disc_real_4: 0.21023523807525635 (0.22634494304656982) | > loss_disc_real_5: 0.21262265741825104 (0.2530735045671463) | > loss_0: 2.2242724895477295 (2.269377279281616) | > loss_gen: 2.4934141635894775 (2.559429883956909) | > loss_kl: 2.6936240196228027 (3.0984593868255614) | > loss_feat: 7.2103753089904785 (6.987500095367432) | > loss_mel: 19.20143699645996 (19.18273506164551) | > loss_duration: 2.390399932861328 (2.4162039279937746) | > loss_1: 33.98925018310547 (34.24432792663574)  --> STEP: 6 | > loss_disc: 2.3567450046539307 (2.2839385668436685) | > loss_disc_real_0: 0.1409984678030014 (0.11097088331977527) | > loss_disc_real_1: 0.2197471708059311 (0.20367603252331415) | > loss_disc_real_2: 0.33586180210113525 (0.2456855128208796) | > loss_disc_real_3: 0.251475065946579 (0.2560635060071945) | > loss_disc_real_4: 0.25316113233566284 (0.23081430792808533) | > loss_disc_real_5: 0.27464598417282104 (0.25666891783475876) | > loss_0: 2.3567450046539307 (2.2839385668436685) | > loss_gen: 2.769355535507202 (2.5944174925486245) | > loss_kl: 3.105290174484253 (3.0995978514353433) | > loss_feat: 5.773171901702881 (6.785112063090007) | > loss_mel: 18.651512145996094 (19.094197909037273) | > loss_duration: 2.228158712387085 (2.3848630587259927) | > loss_1: 32.527488708496094 (33.9581880569458)  --> STEP: 7 | > loss_disc: 2.164012908935547 (2.266806329999651) | > loss_disc_real_0: 0.10498251765966415 (0.11011540251118797) | > loss_disc_real_1: 0.26526546478271484 (0.21247452284608567) | > loss_disc_real_2: 0.3265962302684784 (0.25724418674196514) | > loss_disc_real_3: 0.21211804449558258 (0.2497855829341071) | > loss_disc_real_4: 0.23403912782669067 (0.23127499648502894) | > loss_disc_real_5: 0.21408268809318542 (0.2505851707288197) | > loss_0: 2.164012908935547 (2.266806329999651) | > loss_gen: 3.009066581726074 (2.653653076716832) | > loss_kl: 3.6750173568725586 (3.1818006379263744) | > loss_feat: 8.151421546936035 (6.980299132210868) | > loss_mel: 16.735244750976562 (18.757204600742885) | > loss_duration: 2.43092679977417 (2.391443593161447) | > loss_1: 34.001678466796875 (33.96440097263881)  --> STEP: 8 | > loss_disc: 2.1862213611602783 (2.2567332088947296) | > loss_disc_real_0: 0.12566055357456207 (0.11205854639410973) | > loss_disc_real_1: 0.10628120601177216 (0.1992003582417965) | > loss_disc_real_2: 0.3059353232383728 (0.2633305788040161) | > loss_disc_real_3: 0.2257644385099411 (0.24678293988108635) | > loss_disc_real_4: 0.23829728364944458 (0.2321527823805809) | > loss_disc_real_5: 0.22535109519958496 (0.24743091128766537) | > loss_0: 2.1862213611602783 (2.2567332088947296) | > loss_gen: 2.6305274963378906 (2.650762379169464) | > loss_kl: 2.7669365406036377 (3.129942625761032) | > loss_feat: 10.779247283935547 (7.455167651176453) | > loss_mel: 20.429101943969727 (18.96619176864624) | > loss_duration: 2.2985610961914062 (2.3798332810401917) | > loss_1: 38.90437316894531 (34.581897497177124)  --> STEP: 9 | > loss_disc: 2.116271495819092 (2.2411263518863254) | > loss_disc_real_0: 0.15445852279663086 (0.11676965488327874) | > loss_disc_real_1: 0.18864445388317108 (0.198027479979727) | > loss_disc_real_2: 0.2777329683303833 (0.2649308443069458) | > loss_disc_real_3: 0.23440243303775787 (0.2454073280096054) | > loss_disc_real_4: 0.1918191760778427 (0.22767127056916556) | > loss_disc_real_5: 0.19328248500823975 (0.2414144194788403) | > loss_0: 2.116271495819092 (2.2411263518863254) | > loss_gen: 3.0463600158691406 (2.694717672136095) | > loss_kl: 2.5674071311950684 (3.0674386819203696) | > loss_feat: 10.319716453552246 (7.77345085144043) | > loss_mel: 19.456560134887695 (19.02067714267307) | > loss_duration: 2.1860551834106445 (2.3583023813035755) | > loss_1: 37.57609558105469 (34.91458617316352)  --> STEP: 10 | > loss_disc: 2.4876110553741455 (2.2657748222351075) | > loss_disc_real_0: 0.1879284381866455 (0.12388553321361542) | > loss_disc_real_1: 0.19774964451789856 (0.19799969643354415) | > loss_disc_real_2: 0.3096086084842682 (0.269398620724678) | > loss_disc_real_3: 0.2933500111103058 (0.2502015963196754) | > loss_disc_real_4: 0.30280032753944397 (0.2351841762661934) | > loss_disc_real_5: 0.34342899918556213 (0.25161587744951247) | > loss_0: 2.4876110553741455 (2.2657748222351075) | > loss_gen: 2.878549575805664 (2.713100862503052) | > loss_kl: 2.682114362716675 (3.02890625) | > loss_feat: 5.3330278396606445 (7.529408550262451) | > loss_mel: 17.980758666992188 (18.91668529510498) | > loss_duration: 2.4519309997558594 (2.367665243148804) | > loss_1: 31.32638168334961 (34.55576572418213)  --> STEP: 11 | > loss_disc: 2.1136207580566406 (2.2519426345825195) | > loss_disc_real_0: 0.059044815599918365 (0.11799092252146114) | > loss_disc_real_1: 0.19768191874027252 (0.19797080755233765) | > loss_disc_real_2: 0.36434346437454224 (0.27802997014739295) | > loss_disc_real_3: 0.20323200523853302 (0.24593163349411704) | > loss_disc_real_4: 0.1888314038515091 (0.23097028786485846) | > loss_disc_real_5: 0.23620830476284027 (0.25021518902345136) | > loss_0: 2.1136207580566406 (2.2519426345825195) | > loss_gen: 2.8762965202331543 (2.7279368313876065) | > loss_kl: 3.101574420928955 (3.0355124473571777) | > loss_feat: 7.34765100479126 (7.512885137037798) | > loss_mel: 17.167234420776367 (18.757644306529652) | > loss_duration: 2.4804840087890625 (2.3779214945706455) | > loss_1: 32.97323989868164 (34.41189974004572)  --> STEP: 12 | > loss_disc: 2.3792996406555176 (2.262555718421936) | > loss_disc_real_0: 0.08984943479299545 (0.115645798544089) | > loss_disc_real_1: 0.2629169225692749 (0.20338298380374908) | > loss_disc_real_2: 0.2622959613800049 (0.2767188027501106) | > loss_disc_real_3: 0.21272537112236023 (0.2431644449631373) | > loss_disc_real_4: 0.204187273979187 (0.2287383700410525) | > loss_disc_real_5: 0.21832336485385895 (0.24755753700931868) | > loss_0: 2.3792996406555176 (2.262555718421936) | > loss_gen: 2.2424156665802 (2.6874767343203225) | > loss_kl: 2.190433979034424 (2.9650892416636148) | > loss_feat: 5.283863544464111 (7.327133337656657) | > loss_mel: 18.19631576538086 (18.710866928100586) | > loss_duration: 2.2149534225463867 (2.364340821901957) | > loss_1: 30.12798309326172 (34.054906686147056)  --> STEP: 13 | > loss_disc: 2.559929609298706 (2.2854306331047645) | > loss_disc_real_0: 0.14577749371528625 (0.1179636212495657) | > loss_disc_real_1: 0.24450935423374176 (0.20654655075990236) | > loss_disc_real_2: 0.3354106843471527 (0.28123356287296003) | > loss_disc_real_3: 0.2753731310367584 (0.2456420361995697) | > loss_disc_real_4: 0.28287047147750854 (0.2329023778438568) | > loss_disc_real_5: 0.3267832100391388 (0.25365181955007404) | > loss_0: 2.559929609298706 (2.2854306331047645) | > loss_gen: 2.6708645820617676 (2.68619887645428) | > loss_kl: 2.667473554611206 (2.942195727274968) | > loss_feat: 5.111260414123535 (7.156681574307955) | > loss_mel: 16.873798370361328 (18.569553962120644) | > loss_duration: 2.231137275695801 (2.3540943952707143) | > loss_1: 29.554534912109375 (33.70872424199031)  --> STEP: 14 | > loss_disc: 2.573246955871582 (2.305988941873823) | > loss_disc_real_0: 0.17469780147075653 (0.12201606269393649) | > loss_disc_real_1: 0.15806153416633606 (0.20308333528893335) | > loss_disc_real_2: 0.3077230453491211 (0.2831256687641144) | > loss_disc_real_3: 0.22831284999847412 (0.24440423718520574) | > loss_disc_real_4: 0.26171594858169556 (0.23496049003941671) | > loss_disc_real_5: 0.2766539454460144 (0.2552948285426412) | > loss_0: 2.573246955871582 (2.305988941873823) | > loss_gen: 2.299734592437744 (2.6585942847388133) | > loss_kl: 3.438148260116577 (2.977620908192226) | > loss_feat: 6.1078104972839355 (7.081762211663382) | > loss_mel: 19.432235717773438 (18.631174087524414) | > loss_duration: 2.410252571105957 (2.3581056935446605) | > loss_1: 33.68818283081055 (33.707256998334614)  --> STEP: 15 | > loss_disc: 2.413391351699829 (2.31314910252889) | > loss_disc_real_0: 0.24831834435462952 (0.13043621480464934) | > loss_disc_real_1: 0.1353747695684433 (0.19856943090756735) | > loss_disc_real_2: 0.31328120827674866 (0.2851360380649567) | > loss_disc_real_3: 0.3234989047050476 (0.24967721501986187) | > loss_disc_real_4: 0.2836267650127411 (0.2382049083709717) | > loss_disc_real_5: 0.29384666681289673 (0.25786495109399155) | > loss_0: 2.413391351699829 (2.31314910252889) | > loss_gen: 3.010537624359131 (2.682057174046834) | > loss_kl: 3.4735031127929688 (3.0106797218322754) | > loss_feat: 7.398555278778076 (7.102881749471028) | > loss_mel: 18.418420791625977 (18.616990534464517) | > loss_duration: 2.3638343811035156 (2.358487606048584) | > loss_1: 34.664852142333984 (33.77109667460124)  --> STEP: 16 | > loss_disc: 2.4172401428222656 (2.319654792547226) | > loss_disc_real_0: 0.08409172296524048 (0.1275396840646863) | > loss_disc_real_1: 0.3550204932689667 (0.2083476223051548) | > loss_disc_real_2: 0.2908612787723541 (0.285493865609169) | > loss_disc_real_3: 0.2820609211921692 (0.25170119665563107) | > loss_disc_real_4: 0.23246760666370392 (0.23784632701426744) | > loss_disc_real_5: 0.28475868701934814 (0.2595458095893263) | > loss_0: 2.4172401428222656 (2.319654792547226) | > loss_gen: 2.8467085361480713 (2.6923478841781616) | > loss_kl: 2.69746732711792 (2.991103947162628) | > loss_feat: 7.354578971862793 (7.118612825870514) | > loss_mel: 15.90768051147461 (18.44765865802765) | > loss_duration: 2.36991548538208 (2.3592018485069275) | > loss_1: 31.176349639892578 (33.608924984931946)  --> STEP: 17 | > loss_disc: 2.5632541179656982 (2.3339841646306656) | > loss_disc_real_0: 0.09797044843435287 (0.12580031726290197) | > loss_disc_real_1: 0.1986556202173233 (0.20777750453528235) | > loss_disc_real_2: 0.4521995484828949 (0.29530008224879994) | > loss_disc_real_3: 0.2815931737422943 (0.2534595482489642) | > loss_disc_real_4: 0.3004981279373169 (0.24153172706856446) | > loss_disc_real_5: 0.3351403474807739 (0.26399254711235265) | > loss_0: 2.5632541179656982 (2.3339841646306656) | > loss_gen: 2.717249870300293 (2.693812706891228) | > loss_kl: 2.225032329559326 (2.9460409108330223) | > loss_feat: 5.417959213256836 (7.018574378069709) | > loss_mel: 17.761953353881836 (18.407323051901425) | > loss_duration: 2.492636203765869 (2.367050928228042) | > loss_1: 30.614831924438477 (33.432801863726446)  --> STEP: 18 | > loss_disc: 2.336301803588867 (2.3341129223505654) | > loss_disc_real_0: 0.11718599498271942 (0.12532174380289185) | > loss_disc_real_1: 0.23044560849666595 (0.20903684364424813) | > loss_disc_real_2: 0.2838779091835022 (0.29466551707850563) | > loss_disc_real_3: 0.300931453704834 (0.25609687632984585) | > loss_disc_real_4: 0.2928624153137207 (0.24438343197107315) | > loss_disc_real_5: 0.2564869821071625 (0.263575571278731) | > loss_0: 2.336301803588867 (2.3341129223505654) | > loss_gen: 2.9197375774383545 (2.7063640885882907) | > loss_kl: 2.437741756439209 (2.9178020689222546) | > loss_feat: 9.374290466308594 (7.149447494082981) | > loss_mel: 17.902196884155273 (18.379260487026638) | > loss_duration: 2.242039203643799 (2.360105832417806) | > loss_1: 34.876007080078125 (33.512979931301544)  --> STEP: 19 | > loss_disc: 2.472743034362793 (2.3414092440354195) | > loss_disc_real_0: 0.07888458669185638 (0.12287768290231102) | > loss_disc_real_1: 0.20274092257022858 (0.20870547937719444) | > loss_disc_real_2: 0.2606043815612793 (0.2928728257354937) | > loss_disc_real_3: 0.17138077318668365 (0.2516381340591531) | > loss_disc_real_4: 0.18213026225566864 (0.2411069493544729) | > loss_disc_real_5: 0.18271230161190033 (0.2593196097173188) | > loss_0: 2.472743034362793 (2.3414092440354195) | > loss_gen: 2.073273181915283 (2.6730435145528695) | > loss_kl: 1.9783210754394531 (2.8683557008442127) | > loss_feat: 10.303475379943848 (7.315448961759868) | > loss_mel: 18.168241500854492 (18.368154224596527) | > loss_duration: 2.3651795387268066 (2.360372869591964) | > loss_1: 34.888492584228516 (33.58537533408717)  --> STEP: 20 | > loss_disc: 2.3712990283966064 (2.342903733253479) | > loss_disc_real_0: 0.16457383334636688 (0.12496249042451382) | > loss_disc_real_1: 0.1378892958164215 (0.2051646701991558) | > loss_disc_real_2: 0.27275678515434265 (0.29186702370643614) | > loss_disc_real_3: 0.2714066505432129 (0.2526265598833561) | > loss_disc_real_4: 0.3147401511669159 (0.24478860944509506) | > loss_disc_real_5: 0.39310598373413086 (0.26600892841815943) | > loss_0: 2.3712990283966064 (2.342903733253479) | > loss_gen: 2.871988296508789 (2.682990753650665) | > loss_kl: 2.2843804359436035 (2.8391569375991823) | > loss_feat: 6.296875953674316 (7.264520311355591) | > loss_mel: 19.106060028076172 (18.405049514770507) | > loss_duration: 2.3238766193389893 (2.3585480570793154) | > loss_1: 32.883182525634766 (33.55026569366454)  --> STEP: 21 | > loss_disc: 2.4453413486480713 (2.347781714938936) | > loss_disc_real_0: 0.0976978987455368 (0.12366417653503872) | > loss_disc_real_1: 0.2272445112466812 (0.20621609120141893) | > loss_disc_real_2: 0.2501412630081177 (0.28988008272080196) | > loss_disc_real_3: 0.1829010397195816 (0.24930629701841445) | > loss_disc_real_4: 0.2174108624458313 (0.2434849072070349) | > loss_disc_real_5: 0.1783118098974228 (0.2618328751552672) | > loss_0: 2.4453413486480713 (2.347781714938936) | > loss_gen: 2.0896754264831543 (2.654737642833165) | > loss_kl: 1.9686158895492554 (2.797702601977757) | > loss_feat: 5.631016254425049 (7.186734403882708) | > loss_mel: 17.560949325561523 (18.36485426766532) | > loss_duration: 2.1965434551239014 (2.3508335522242954) | > loss_1: 29.446800231933594 (33.35486257643926)  --> STEP: 22 | > loss_disc: 2.2320475578308105 (2.342521071434021) | > loss_disc_real_0: 0.0711284652352333 (0.12127618965777484) | > loss_disc_real_1: 0.267206609249115 (0.2089883874763142) | > loss_disc_real_2: 0.3167783319950104 (0.29110273041508417) | > loss_disc_real_3: 0.2001940906047821 (0.24707392399961298) | > loss_disc_real_4: 0.20674405992031097 (0.24181486869400198) | > loss_disc_real_5: 0.25248005986213684 (0.2614077471873977) | > loss_0: 2.2320475578308105 (2.342521071434021) | > loss_gen: 2.548527240753174 (2.6499098972840742) | > loss_kl: 2.0316219329833984 (2.7628807533871043) | > loss_feat: 7.442290306091309 (7.198350581255826) | > loss_mel: 17.13364601135254 (18.308890256014738) | > loss_duration: 2.2139482498168945 (2.344611493023959) | > loss_1: 31.370033264160156 (33.26464306224476)  --> STEP: 23 | > loss_disc: 2.5912210941314697 (2.3533341158991274) | > loss_disc_real_0: 0.21147477626800537 (0.1251978673364805) | > loss_disc_real_1: 0.21861791610717773 (0.20940706263417783) | > loss_disc_real_2: 0.2961137890815735 (0.2913206025310185) | > loss_disc_real_3: 0.31253015995025635 (0.24991984730181488) | > loss_disc_real_4: 0.2978452444076538 (0.24425097198589987) | > loss_disc_real_5: 0.3079708218574524 (0.2634322286947914) | > loss_0: 2.5912210941314697 (2.3533341158991274) | > loss_gen: 2.5283429622650146 (2.644624378370202) | > loss_kl: 2.3288283348083496 (2.7440089091010718) | > loss_feat: 5.435362815856934 (7.121698939281961) | > loss_mel: 16.670259475708008 (18.23764543947966) | > loss_duration: 2.2713141441345215 (2.3414246517678965) | > loss_1: 29.234107971191406 (33.089402406112)  --> STEP: 24 | > loss_disc: 2.427924633026123 (2.3564420541127524) | > loss_disc_real_0: 0.12079604715108871 (0.12501445816208917) | > loss_disc_real_1: 0.12155497819185257 (0.2057465591157476) | > loss_disc_real_2: 0.21623565256595612 (0.2881920629491409) | > loss_disc_real_3: 0.2909140884876251 (0.25162794068455696) | > loss_disc_real_4: 0.23729470372200012 (0.24396112747490406) | > loss_disc_real_5: 0.19698572158813477 (0.260663624232014) | > loss_0: 2.427924633026123 (2.3564420541127524) | > loss_gen: 2.3284361362457275 (2.6314498682816825) | > loss_kl: 2.2338263988494873 (2.7227513045072556) | > loss_feat: 9.322837829589844 (7.213413059711456) | > loss_mel: 19.777860641479492 (18.30182107289632) | > loss_duration: 2.38746976852417 (2.343343198299408) | > loss_1: 36.05043411254883 (33.21277872721354)  --> STEP: 25 | > loss_disc: 2.5037662982940674 (2.362335023880005) | > loss_disc_real_0: 0.09558267891407013 (0.1238371869921684) | > loss_disc_real_1: 0.3472121059894562 (0.21140518099069594) | > loss_disc_real_2: 0.3281400799751282 (0.2897899836301804) | > loss_disc_real_3: 0.26387980580329895 (0.25211801528930666) | > loss_disc_real_4: 0.24389538168907166 (0.24395849764347077) | > loss_disc_real_5: 0.27484261989593506 (0.26123078405857086) | > loss_0: 2.5037662982940674 (2.362335023880005) | > loss_gen: 2.5695972442626953 (2.628975763320923) | > loss_kl: 3.098236322402954 (2.7377707052230833) | > loss_feat: 5.783973217010498 (7.156235466003418) | > loss_mel: 15.21478271484375 (18.178339538574217) | > loss_duration: 2.3656911849975586 (2.344237117767334) | > loss_1: 29.03227996826172 (33.04555877685547)  --> STEP: 26 | > loss_disc: 3.024916410446167 (2.387818923363319) | > loss_disc_real_0: 0.15805770456790924 (0.12515336074508152) | > loss_disc_real_1: 0.2818818688392639 (0.21411582283102548) | > loss_disc_real_2: 0.18300993740558624 (0.2856830587753883) | > loss_disc_real_3: 0.2516626715660095 (0.2521005020691799) | > loss_disc_real_4: 0.2245630919933319 (0.24321252050308081) | > loss_disc_real_5: 0.16098929941654205 (0.2573753423415698) | > loss_0: 3.024916410446167 (2.387818923363319) | > loss_gen: 1.7518056631088257 (2.595238451774304) | > loss_kl: 2.2092463970184326 (2.7174428472152123) | > loss_feat: 9.360705375671387 (7.2410227702214165) | > loss_mel: 11.067588806152344 (17.90484912578876) | > loss_duration: 2.3236331939697266 (2.3434446591597333) | > loss_1: 26.712980270385742 (32.801998065068176) --> EVAL PERFORMANCE | > avg_loader_time: 0.002303114304175744 (-8.935194749098551e-05) | > avg_loss_disc: 2.387818923363319 (+0.0017341283651499673) | > avg_loss_disc_real_0: 0.12515336074508152 (-0.007491560652852086) | > avg_loss_disc_real_1: 0.21411582283102548 (-0.005553176483282685) | > avg_loss_disc_real_2: 0.2856830587753883 (+0.041861017736104844) | > avg_loss_disc_real_3: 0.2521005020691799 (+0.019098750673807646) | > avg_loss_disc_real_4: 0.24321252050308081 (+0.04453994505680525) | > avg_loss_disc_real_5: 0.2573753423415698 (+0.04655040055513385) | > avg_loss_0: 2.387818923363319 (+0.0017341283651499673) | > avg_loss_gen: 2.595238451774304 (+0.22645039283312318) | > avg_loss_kl: 2.7174428472152123 (-0.13059370792829084) | > avg_loss_feat: 7.2410227702214165 (+0.5021241444807787) | > avg_loss_mel: 17.90484912578876 (+0.5725768896249654) | > avg_loss_duration: 2.3434446591597333 (+0.005371818175681664) | > avg_loss_1: 32.801998065068176 (+1.175930096552925)  > EPOCH: 565/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:04:09)   --> TIME: 2024-06-11 16:04:19 -- STEP: 24/330 -- GLOBAL_STEP: 274475 | > loss_disc: 2.3446192741394043 (2.3297747075557713) | > loss_disc_real_0: 0.10404094308614731 (0.10558027556786935) | > loss_disc_real_1: 0.1806914508342743 (0.19370925116042295) | > loss_disc_real_2: 0.18741321563720703 (0.20906800404191017) | > loss_disc_real_3: 0.22090516984462738 (0.22383921903868517) | > loss_disc_real_4: 0.2447742372751236 (0.2314063161611557) | > loss_disc_real_5: 0.2278195172548294 (0.2214523497968912) | > loss_0: 2.3446192741394043 (2.3297747075557713) | > grad_norm_0: tensor(9.2093, device='cuda:0') (tensor(8.6511, device='cuda:0')) | > loss_gen: 2.417501211166382 (2.4842722415924072) | > loss_kl: 2.100062608718872 (1.9412753880023956) | > loss_feat: 7.386061191558838 (6.919849753379822) | > loss_mel: 17.424489974975586 (17.880542596181233) | > loss_duration: 1.9985363483428955 (2.0703788995742802) | > loss_1: 31.32665252685547 (31.296319007873535) | > grad_norm_1: tensor(55.7461, device='cuda:0') (tensor(79.9085, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3783 (0.3712533414363861) | > loader_time: 0.0035 (0.0033849477767944336)  --> TIME: 2024-06-11 16:04:29 -- STEP: 49/330 -- GLOBAL_STEP: 274500 | > loss_disc: 2.298353672027588 (2.3394171559080785) | > loss_disc_real_0: 0.10811808705329895 (0.10927315634124134) | > loss_disc_real_1: 0.17367945611476898 (0.19624956986125638) | > loss_disc_real_2: 0.2418191283941269 (0.2112425760347016) | > loss_disc_real_3: 0.22522707283496857 (0.22793868701068723) | > loss_disc_real_4: 0.21331122517585754 (0.23013363292022626) | > loss_disc_real_5: 0.1937040090560913 (0.2211278604001415) | > loss_0: 2.298353672027588 (2.3394171559080785) | > grad_norm_0: tensor(7.5566, device='cuda:0') (tensor(8.3168, device='cuda:0')) | > loss_gen: 2.5271036624908447 (2.4896775897668326) | > loss_kl: 2.0347023010253906 (1.9408535616738456) | > loss_feat: 7.5306267738342285 (6.973978928157261) | > loss_mel: 17.264501571655273 (17.861526995289083) | > loss_duration: 1.940290093421936 (2.0272165682851058) | > loss_1: 31.297224044799805 (31.29325345097756) | > grad_norm_1: tensor(100.2267, device='cuda:0') (tensor(77.4973, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3842 (0.37091505284212073) | > loader_time: 0.004 (0.0037150674936722735) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_274500.pth  --> TIME: 2024-06-11 16:04:43 -- STEP: 74/330 -- GLOBAL_STEP: 274525 | > loss_disc: 2.387509346008301 (2.3591696185034676) | > loss_disc_real_0: 0.09587215632200241 (0.11144417967345263) | > loss_disc_real_1: 0.1858651489019394 (0.19682513801632703) | > loss_disc_real_2: 0.20861820876598358 (0.21166673161693522) | > loss_disc_real_3: 0.23040767014026642 (0.2295336201786995) | > loss_disc_real_4: 0.2569698691368103 (0.23067442972112345) | > loss_disc_real_5: 0.26078322529792786 (0.224140773149761) | > loss_0: 2.387509346008301 (2.3591696185034676) | > grad_norm_0: tensor(9.6376, device='cuda:0') (tensor(8.8799, device='cuda:0')) | > loss_gen: 2.4209420680999756 (2.475685193731978) | > loss_kl: 1.9775789976119995 (1.9472389124535225) | > loss_feat: 7.0655198097229 (6.986685134269096) | > loss_mel: 17.945066452026367 (17.892479948095374) | > loss_duration: 1.9251844882965088 (2.011734542008993) | > loss_1: 31.334291458129883 (31.313823648401208) | > grad_norm_1: tensor(120.6543, device='cuda:0') (tensor(77.5383, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3846 (0.37415309532268626) | > loader_time: 0.0045 (0.0038456143559636295)  --> TIME: 2024-06-11 16:04:52 -- STEP: 99/330 -- GLOBAL_STEP: 274550 | > loss_disc: 2.40659236907959 (2.359086422005086) | > loss_disc_real_0: 0.10229755938053131 (0.1120626006012011) | > loss_disc_real_1: 0.19500628113746643 (0.19691241389573222) | > loss_disc_real_2: 0.18549804389476776 (0.21050525012642446) | > loss_disc_real_3: 0.24155499041080475 (0.22868463351871027) | > loss_disc_real_4: 0.25441181659698486 (0.23224644483339907) | > loss_disc_real_5: 0.248539999127388 (0.22419861500913446) | > loss_0: 2.40659236907959 (2.359086422005086) | > grad_norm_0: tensor(7.4503, device='cuda:0') (tensor(9.4909, device='cuda:0')) | > loss_gen: 2.465209484100342 (2.475308461622757) | > loss_kl: 1.724928855895996 (1.939359760043597) | > loss_feat: 6.630089282989502 (6.967622549846919) | > loss_mel: 17.432920455932617 (17.791244256376004) | > loss_duration: 2.022660970687866 (2.0102116941201573) | > loss_1: 30.27581024169922 (31.18374674247973) | > grad_norm_1: tensor(155.0174, device='cuda:0') (tensor(89.7940, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3589 (0.37106628610630227) | > loader_time: 0.0041 (0.003872069445523349)  --> TIME: 2024-06-11 16:05:02 -- STEP: 124/330 -- GLOBAL_STEP: 274575 | > loss_disc: 2.4092071056365967 (2.3590124768595553) | > loss_disc_real_0: 0.10538683086633682 (0.11282175400805089) | > loss_disc_real_1: 0.18715053796768188 (0.19698761043048674) | > loss_disc_real_2: 0.19409850239753723 (0.21074705234458369) | > loss_disc_real_3: 0.2070530205965042 (0.2288305117718635) | > loss_disc_real_4: 0.1949019879102707 (0.23169837964157905) | > loss_disc_real_5: 0.19300919771194458 (0.22311157625048392) | > loss_0: 2.4092071056365967 (2.3590124768595553) | > grad_norm_0: tensor(7.0142, device='cuda:0') (tensor(9.8652, device='cuda:0')) | > loss_gen: 2.4616403579711914 (2.4767201850491176) | > loss_kl: 1.9259659051895142 (1.94959056761957) | > loss_feat: 7.708179950714111 (6.977383359786002) | > loss_mel: 17.71431541442871 (17.7659930721406) | > loss_duration: 2.033384323120117 (2.0130108873690333) | > loss_1: 31.84348487854004 (31.182698080616614) | > grad_norm_1: tensor(84.2027, device='cuda:0') (tensor(99.6432, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3676 (0.3698529831824764) | > loader_time: 0.0042 (0.0038885954887636245)  --> TIME: 2024-06-11 16:05:11 -- STEP: 149/330 -- GLOBAL_STEP: 274600 | > loss_disc: 2.3295156955718994 (2.3650347354428094) | > loss_disc_real_0: 0.07884542644023895 (0.11422618233517512) | > loss_disc_real_1: 0.1786077618598938 (0.19756999211823376) | > loss_disc_real_2: 0.1738254725933075 (0.21136587178147076) | > loss_disc_real_3: 0.21543407440185547 (0.22882763781403534) | > loss_disc_real_4: 0.22503474354743958 (0.23179503635272083) | > loss_disc_real_5: 0.19778427481651306 (0.22391123319632256) | > loss_0: 2.3295156955718994 (2.3650347354428094) | > grad_norm_0: tensor(16.1656, device='cuda:0') (tensor(11.2380, device='cuda:0')) | > loss_gen: 2.377105951309204 (2.47067748620206) | > loss_kl: 2.025491714477539 (1.9598438555762272) | > loss_feat: 6.528778553009033 (6.973776964533249) | > loss_mel: 18.161537170410156 (17.74674743293916) | > loss_duration: 2.0298972129821777 (2.015884784244051) | > loss_1: 31.12281036376953 (31.16693048669188) | > grad_norm_1: tensor(193.4624, device='cuda:0') (tensor(117.9543, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3846 (0.3701954079954416) | > loader_time: 0.0051 (0.003940508669654794)  --> TIME: 2024-06-11 16:05:21 -- STEP: 174/330 -- GLOBAL_STEP: 274625 | > loss_disc: 2.3130550384521484 (2.3622465996906694) | > loss_disc_real_0: 0.08430377393960953 (0.11408888668506995) | > loss_disc_real_1: 0.17520256340503693 (0.19801103811839524) | > loss_disc_real_2: 0.20389148592948914 (0.21110462936861762) | > loss_disc_real_3: 0.23009571433067322 (0.22918209168075146) | > loss_disc_real_4: 0.22139188647270203 (0.2316029309883885) | > loss_disc_real_5: 0.19720080494880676 (0.2227261602536015) | > loss_0: 2.3130550384521484 (2.3622465996906694) | > grad_norm_0: tensor(13.6431, device='cuda:0') (tensor(14.4442, device='cuda:0')) | > loss_gen: 2.6461212635040283 (2.4790328919202422) | > loss_kl: 2.0009257793426514 (1.96995981465811) | > loss_feat: 7.574848651885986 (6.992746232569902) | > loss_mel: 17.877960205078125 (17.737052511894838) | > loss_duration: 2.127788782119751 (2.0210945530869497) | > loss_1: 32.22764587402344 (31.19988601509182) | > grad_norm_1: tensor(378.0427, device='cuda:0') (tensor(151.0544, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.4012 (0.37216863687011026) | > loader_time: 0.0043 (0.004038728516677331)  --> TIME: 2024-06-11 16:05:31 -- STEP: 199/330 -- GLOBAL_STEP: 274650 | > loss_disc: 2.442744255065918 (2.364539583723751) | > loss_disc_real_0: 0.18491801619529724 (0.11422560820777213) | > loss_disc_real_1: 0.24473369121551514 (0.19818612760934393) | > loss_disc_real_2: 0.21787984669208527 (0.2109890216259501) | > loss_disc_real_3: 0.24620866775512695 (0.22955274881430007) | > loss_disc_real_4: 0.26354822516441345 (0.2322467776698683) | > loss_disc_real_5: 0.2547663450241089 (0.22373683653285156) | > loss_0: 2.442744255065918 (2.364539583723751) | > grad_norm_0: tensor(67.1067, device='cuda:0') (tensor(17.5753, device='cuda:0')) | > loss_gen: 2.49819278717041 (2.487013584405334) | > loss_kl: 1.947300910949707 (1.9727250583207787) | > loss_feat: 6.263305187225342 (7.003317480710284) | > loss_mel: 17.254608154296875 (17.71492221966461) | > loss_duration: 2.132230758666992 (2.028797697781319) | > loss_1: 30.09563636779785 (31.206776010331197) | > grad_norm_1: tensor(433.4809, device='cuda:0') (tensor(182.9150, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.3987 (0.37647218800070303) | > loader_time: 0.0052 (0.004156051568649523)  --> TIME: 2024-06-11 16:05:42 -- STEP: 224/330 -- GLOBAL_STEP: 274675 | > loss_disc: 2.48882794380188 (2.362559589956491) | > loss_disc_real_0: 0.07660079002380371 (0.11537939655993666) | > loss_disc_real_1: 0.20710572600364685 (0.197724238038063) | > loss_disc_real_2: 0.19328288733959198 (0.21088408359459468) | > loss_disc_real_3: 0.25391748547554016 (0.22955849946343473) | > loss_disc_real_4: 0.2396305650472641 (0.2313179242690759) | > loss_disc_real_5: 0.24335625767707825 (0.22305349965712853) | > loss_0: 2.48882794380188 (2.362559589956491) | > grad_norm_0: tensor(43.0176, device='cuda:0') (tensor(20.2535, device='cuda:0')) | > loss_gen: 2.3084096908569336 (2.491949244269304) | > loss_kl: 2.1279540061950684 (1.9797157852777414) | > loss_feat: 7.3026323318481445 (7.022593391793115) | > loss_mel: 18.02987289428711 (17.67393916845322) | > loss_duration: 2.135519504547119 (2.0359344423881596) | > loss_1: 31.904386520385742 (31.204131969383784) | > grad_norm_1: tensor(478.7382, device='cuda:0') (tensor(210.3219, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.4078 (0.3798582309058735) | > loader_time: 0.005 (0.004278822668961118)  --> TIME: 2024-06-11 16:05:52 -- STEP: 249/330 -- GLOBAL_STEP: 274700 | > loss_disc: 2.3834421634674072 (2.3617151492092052) | > loss_disc_real_0: 0.09583017230033875 (0.11591763321654384) | > loss_disc_real_1: 0.1829000860452652 (0.1978893600194808) | > loss_disc_real_2: 0.2166229784488678 (0.2108353546345569) | > loss_disc_real_3: 0.25075969099998474 (0.2292107758991211) | > loss_disc_real_4: 0.2340938001871109 (0.23090768476806012) | > loss_disc_real_5: 0.22211743891239166 (0.2225577655326889) | > loss_0: 2.3834421634674072 (2.3617151492092052) | > grad_norm_0: tensor(25.0959, device='cuda:0') (tensor(21.0213, device='cuda:0')) | > loss_gen: 2.4821553230285645 (2.4884192340345277) | > loss_kl: 2.023500680923462 (1.9857845277671355) | > loss_feat: 6.72999382019043 (7.018965382173837) | > loss_mel: 16.507225036621094 (17.643776215702655) | > loss_duration: 2.1128573417663574 (2.0441621704752655) | > loss_1: 29.855731964111328 (31.181107486586974) | > grad_norm_1: tensor(222.9554, device='cuda:0') (tensor(219.8865, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.4305 (0.3837999550693007) | > loader_time: 0.0054 (0.004408807639616083)  --> TIME: 2024-06-11 16:06:04 -- STEP: 274/330 -- GLOBAL_STEP: 274725 | > loss_disc: 2.44767427444458 (2.36431826814248) | > loss_disc_real_0: 0.14374983310699463 (0.11722182971935202) | > loss_disc_real_1: 0.1925148367881775 (0.19762206610536917) | > loss_disc_real_2: 0.2355959713459015 (0.21107888112973122) | > loss_disc_real_3: 0.23279353976249695 (0.22949611014910865) | > loss_disc_real_4: 0.2381376326084137 (0.23131032075977673) | > loss_disc_real_5: 0.23283524811267853 (0.22298933875604268) | > loss_0: 2.44767427444458 (2.36431826814248) | > grad_norm_0: tensor(10.3033, device='cuda:0') (tensor(20.6674, device='cuda:0')) | > loss_gen: 2.3834924697875977 (2.4830354243299393) | > loss_kl: 2.113976240158081 (1.9918019675860439) | > loss_feat: 6.848101615905762 (7.022163264072723) | > loss_mel: 15.799994468688965 (17.585442957216806) | > loss_duration: 2.133704423904419 (2.0521555177486723) | > loss_1: 29.27927017211914 (31.134599121817708) | > grad_norm_1: tensor(301.8705, device='cuda:0') (tensor(218.4246, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.4685 (0.3889415394650759) | > loader_time: 0.0067 (0.004553183151857698)  --> TIME: 2024-06-11 16:06:15 -- STEP: 299/330 -- GLOBAL_STEP: 274750 | > loss_disc: 2.4140474796295166 (2.365024029211857) | > loss_disc_real_0: 0.09758122265338898 (0.11790837255309657) | > loss_disc_real_1: 0.22219134867191315 (0.19771157145300838) | > loss_disc_real_2: 0.21140886843204498 (0.21113383879629666) | > loss_disc_real_3: 0.21640339493751526 (0.2291931499007554) | > loss_disc_real_4: 0.2017640322446823 (0.23140784769153913) | > loss_disc_real_5: 0.1864110827445984 (0.2231864196600324) | > loss_0: 2.4140474796295166 (2.365024029211857) | > grad_norm_0: tensor(17.0478, device='cuda:0') (tensor(21.5081, device='cuda:0')) | > loss_gen: 2.3546934127807617 (2.4807792451469406) | > loss_kl: 2.15520977973938 (1.9972698967592373) | > loss_feat: 7.570629596710205 (7.027292538646071) | > loss_mel: 17.924407958984375 (17.520822926907236) | > loss_duration: 2.21018385887146 (2.062459597619481) | > loss_1: 32.21512222290039 (31.088624195111635) | > grad_norm_1: tensor(477.8204, device='cuda:0') (tensor(227.9425, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.481 (0.39512270988030584) | > loader_time: 0.0065 (0.004718984648535484)  --> TIME: 2024-06-11 16:06:29 -- STEP: 324/330 -- GLOBAL_STEP: 274775 | > loss_disc: 2.519810676574707 (2.3741930443563595) | > loss_disc_real_0: 0.2098732441663742 (0.12091639720731312) | > loss_disc_real_1: 0.2048511952161789 (0.19824339228647728) | > loss_disc_real_2: 0.24742364883422852 (0.2116652605710206) | > loss_disc_real_3: 0.30382636189460754 (0.2293024731363044) | > loss_disc_real_4: 0.23895688354969025 (0.23172223002270417) | > loss_disc_real_5: 0.1960614174604416 (0.22311283556031591) | > loss_0: 2.519810676574707 (2.3741930443563595) | > grad_norm_0: tensor(12.8954, device='cuda:0') (tensor(23.1849, device='cuda:0')) | > loss_gen: 2.8359851837158203 (2.4827385404963564) | > loss_kl: 2.0998921394348145 (2.0013576168336984) | > loss_feat: 9.421631813049316 (7.079848686854043) | > loss_mel: 17.795434951782227 (17.466299215952546) | > loss_duration: 2.265662908554077 (2.0766110217865603) | > loss_1: 34.418609619140625 (31.106855092225253) | > grad_norm_1: tensor(410.1468, device='cuda:0') (tensor(240.8349, device='cuda:0')) | > current_lr_0: 0.00018636142848637817 | > current_lr_1: 0.00018636142848637817 | > step_time: 0.6275 (0.40666845109727656) | > loader_time: 0.009 (0.004972811834311778)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.693830728530884 (2.693830728530884) | > loss_disc_real_0: 0.17267516255378723 (0.17267516255378723) | > loss_disc_real_1: 0.2771899998188019 (0.2771899998188019) | > loss_disc_real_2: 0.20698289573192596 (0.20698289573192596) | > loss_disc_real_3: 0.3306800127029419 (0.3306800127029419) | > loss_disc_real_4: 0.32879844307899475 (0.32879844307899475) | > loss_disc_real_5: 0.35976776480674744 (0.35976776480674744) | > loss_0: 2.693830728530884 (2.693830728530884) | > loss_gen: 2.631798028945923 (2.631798028945923) | > loss_kl: 2.2694969177246094 (2.2694969177246094) | > loss_feat: 5.237036228179932 (5.237036228179932) | > loss_mel: 16.59759521484375 (16.59759521484375) | > loss_duration: 2.9404959678649902 (2.9404959678649902) | > loss_1: 29.676422119140625 (29.676422119140625)  --> STEP: 1 | > loss_disc: 2.002542734146118 (2.002542734146118) | > loss_disc_real_0: 0.10679762810468674 (0.10679762810468674) | > loss_disc_real_1: 0.17672520875930786 (0.17672520875930786) | > loss_disc_real_2: 0.1798870861530304 (0.1798870861530304) | > loss_disc_real_3: 0.1965114176273346 (0.1965114176273346) | > loss_disc_real_4: 0.14677312970161438 (0.14677312970161438) | > loss_disc_real_5: 0.1441318392753601 (0.1441318392753601) | > loss_0: 2.002542734146118 (2.002542734146118) | > loss_gen: 2.415302276611328 (2.415302276611328) | > loss_kl: 2.7727675437927246 (2.7727675437927246) | > loss_feat: 5.8596930503845215 (5.8596930503845215) | > loss_mel: 19.490562438964844 (19.490562438964844) | > loss_duration: 2.409543991088867 (2.409543991088867) | > loss_1: 32.94786834716797 (32.94786834716797)  --> STEP: 2 | > loss_disc: 2.269432544708252 (2.135987639427185) | > loss_disc_real_0: 0.13128095865249634 (0.11903929337859154) | > loss_disc_real_1: 0.20776093006134033 (0.1922430694103241) | > loss_disc_real_2: 0.21330201625823975 (0.19659455120563507) | > loss_disc_real_3: 0.2910096347332001 (0.24376052618026733) | > loss_disc_real_4: 0.23538674414157867 (0.19107993692159653) | > loss_disc_real_5: 0.23278388381004333 (0.18845786154270172) | > loss_0: 2.269432544708252 (2.135987639427185) | > loss_gen: 2.698064088821411 (2.5566831827163696) | > loss_kl: 2.976536273956299 (2.8746519088745117) | > loss_feat: 6.4478068351745605 (6.153749942779541) | > loss_mel: 18.342788696289062 (18.916675567626953) | > loss_duration: 2.5124738216400146 (2.461008906364441) | > loss_1: 32.97766876220703 (32.9627685546875)  --> STEP: 3 | > loss_disc: 2.2773561477661133 (2.183110475540161) | > loss_disc_real_0: 0.18298226594924927 (0.1403536175688108) | > loss_disc_real_1: 0.19554823637008667 (0.19334479173024496) | > loss_disc_real_2: 0.15326781570911407 (0.18215230604012808) | > loss_disc_real_3: 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(6.14153938293457) | > loss_mel: 18.745044708251953 (18.134030151367188) | > loss_duration: 2.4374091625213623 (2.4450696468353272) | > loss_1: 31.797332763671875 (32.41363372802734)  --> STEP: 6 | > loss_disc: 2.3151943683624268 (2.352303624153137) | > loss_disc_real_0: 0.12969186902046204 (0.21778382236758867) | > loss_disc_real_1: 0.22833290696144104 (0.22340660293896994) | > loss_disc_real_2: 0.27400705218315125 (0.22226768980423608) | > loss_disc_real_3: 0.25865790247917175 (0.25137904038031894) | > loss_disc_real_4: 0.22803200781345367 (0.22507019092639288) | > loss_disc_real_5: 0.21594560146331787 (0.23722552756468454) | > loss_0: 2.3151943683624268 (2.352303624153137) | > loss_gen: 2.612959861755371 (2.6180065472920737) | > loss_kl: 2.6446568965911865 (3.0024251540501914) | > loss_feat: 6.770452499389648 (6.246358235677083) | > loss_mel: 18.04375457763672 (18.11898422241211) | > loss_duration: 2.2612409591674805 (2.4144315322240195) | > loss_1: 32.333065032958984 (32.40020561218262)  --> STEP: 7 | > loss_disc: 2.3343167304992676 (2.34973406791687) | > loss_disc_real_0: 0.13609732687473297 (0.20611432301146643) | > loss_disc_real_1: 0.24065059423446655 (0.22587003026689803) | > loss_disc_real_2: 0.26551249623298645 (0.22844551929405757) | > loss_disc_real_3: 0.2962351441383362 (0.25778705520289286) | > loss_disc_real_4: 0.18418754637241364 (0.21922981313296727) | > loss_disc_real_5: 0.2460194230079651 (0.23848179834229605) | > loss_0: 2.3343167304992676 (2.34973406791687) | > loss_gen: 2.66322660446167 (2.6244665554591586) | > loss_kl: 3.998029947280884 (3.1446544102260043) | > loss_feat: 6.835331439971924 (6.3304972648620605) | > loss_mel: 18.787700653076172 (18.214515141078405) | > loss_duration: 2.645932197570801 (2.447503055844988) | > loss_1: 34.93022155761719 (32.761636461530415)  --> STEP: 8 | > loss_disc: 2.4308981895446777 (2.359879583120346) | > loss_disc_real_0: 0.18284505605697632 (0.20320566464215517) | > loss_disc_real_1: 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loss_disc_real_4: 0.24282127618789673 (0.2224268482791053) | > loss_disc_real_5: 0.27119168639183044 (0.24143270154794058) | > loss_0: 2.352147340774536 (2.3590204450819225) | > loss_gen: 2.887157440185547 (2.682208882437812) | > loss_kl: 2.6717982292175293 (3.0716417100694446) | > loss_feat: 7.302807331085205 (6.663339402940538) | > loss_mel: 18.679079055786133 (18.47500122918023) | > loss_duration: 2.169536590576172 (2.3946337170071073) | > loss_1: 33.71038055419922 (33.28682539198134)  --> STEP: 10 | > loss_disc: 2.6451313495635986 (2.3876315355300903) | > loss_disc_real_0: 0.18848931789398193 (0.20754477456212045) | > loss_disc_real_1: 0.2184004783630371 (0.23398581594228746) | > loss_disc_real_2: 0.2859031558036804 (0.22605307549238204) | > loss_disc_real_3: 0.3082152009010315 (0.267292682826519) | > loss_disc_real_4: 0.29363325238227844 (0.2295474886894226) | > loss_disc_real_5: 0.29670169949531555 (0.24695960134267808) | > loss_0: 2.6451313495635986 (2.3876315355300903) | > loss_gen: 2.422534704208374 (2.656241464614868) | > loss_kl: 2.5931904315948486 (3.0237965822219848) | > loss_feat: 6.371969223022461 (6.634202384948731) | > loss_mel: 15.24701976776123 (18.15220308303833) | > loss_duration: 2.3655431270599365 (2.3917246580123903) | > loss_1: 29.00025749206543 (32.858168601989746)  --> STEP: 11 | > loss_disc: 2.626779317855835 (2.409372243014249) | > loss_disc_real_0: 0.26306357979774475 (0.21259193867444992) | > loss_disc_real_1: 0.23240599036216736 (0.2338421954350038) | > loss_disc_real_2: 0.23635275661945343 (0.22698941014029764) | > loss_disc_real_3: 0.2849680781364441 (0.2688995369456031) | > loss_disc_real_4: 0.21972127258777618 (0.22865419631654565) | > loss_disc_real_5: 0.19160419702529907 (0.24192729185927997) | > loss_0: 2.626779317855835 (2.409372243014249) | > loss_gen: 2.413125514984131 (2.6341400146484375) | > loss_kl: 3.286682605743408 (3.0476953116330234) | > loss_feat: 5.649386882781982 (6.544673702933571) | > loss_mel: 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2.1389331817626953 (2.400803804397583) | > loss_disc_real_0: 0.1715942919254303 (0.21365807663935882) | > loss_disc_real_1: 0.2759595215320587 (0.239386002604778) | > loss_disc_real_2: 0.23374925553798676 (0.233252696119822) | > loss_disc_real_3: 0.20725283026695251 (0.2643329856487421) | > loss_disc_real_4: 0.16201473772525787 (0.22227266774727747) | > loss_disc_real_5: 0.2131054401397705 (0.23693502637056205) | > loss_0: 2.1389331817626953 (2.400803804397583) | > loss_gen: 2.9444687366485596 (2.642961171957163) | > loss_kl: 2.8003692626953125 (3.011387659953191) | > loss_feat: 8.640656471252441 (6.614580961374136) | > loss_mel: 17.17925453186035 (17.77529973250169) | > loss_duration: 2.2494378089904785 (2.3817042387448826) | > loss_1: 33.81418991088867 (32.425934424767135)  --> STEP: 14 | > loss_disc: 2.2787156105041504 (2.3920832191194807) | > loss_disc_real_0: 0.19255444407463074 (0.2121506743133068) | > loss_disc_real_1: 0.1738567352294922 (0.23470534064940043) | > loss_disc_real_2: 0.18159686028957367 (0.22956299356051854) | > loss_disc_real_3: 0.30024194717407227 (0.26689791147197994) | > loss_disc_real_4: 0.201067253947258 (0.22075799533299037) | > loss_disc_real_5: 0.2267448753118515 (0.236207158437797) | > loss_0: 2.2787156105041504 (2.3920832191194807) | > loss_gen: 2.823791265487671 (2.6558776072093417) | > loss_kl: 3.5241997241973877 (3.0480170931134904) | > loss_feat: 7.335387706756592 (6.666067157472883) | > loss_mel: 19.721038818359375 (17.914281095777238) | > loss_duration: 2.4817466735839844 (2.3888501269476756) | > loss_1: 35.886165618896484 (32.673093795776374)  --> STEP: 15 | > loss_disc: 2.3910419940948486 (2.3920138041178385) | > loss_disc_real_0: 0.2869071066379547 (0.21713443646828334) | > loss_disc_real_1: 0.1933291256427765 (0.2319469263156255) | > loss_disc_real_2: 0.16558527946472168 (0.22529781262079876) | > loss_disc_real_3: 0.2364398092031479 (0.26486737132072447) | > loss_disc_real_4: 0.22124038636684418 (0.2207901547352473) | > loss_disc_real_5: 0.2109505981206894 (0.23452338774998982) | > loss_0: 2.3910419940948486 (2.3920138041178385) | > loss_gen: 2.7797746658325195 (2.6641374111175535) | > loss_kl: 3.4361207485198975 (3.0738906701405844) | > loss_feat: 8.185738563537598 (6.767378584543864) | > loss_mel: 18.049028396606445 (17.923264249165854) | > loss_duration: 2.377728223800659 (2.388108666737874) | > loss_1: 34.82838821411133 (32.81678009033204)  --> STEP: 16 | > loss_disc: 2.7718887329101562 (2.4157559871673584) | > loss_disc_real_0: 0.333346426486969 (0.2243976858444512) | > loss_disc_real_1: 0.22598542273044586 (0.23157433234155178) | > loss_disc_real_2: 0.2689060866832733 (0.2280233297497034) | > loss_disc_real_3: 0.2894357442855835 (0.2664028946310282) | > loss_disc_real_4: 0.24456748366355896 (0.22227623779326677) | > loss_disc_real_5: 0.31509870290756226 (0.2395593449473381) | > loss_0: 2.7718887329101562 (2.4157559871673584) | > loss_gen: 2.3801541328430176 (2.646388456225395) | > loss_kl: 2.61541748046875 (3.0452360957860947) | > loss_feat: 5.731041431427002 (6.70260751247406) | > loss_mel: 15.547979354858398 (17.774808943271637) | > loss_duration: 2.3687329292297363 (2.3868976831436157) | > loss_1: 28.64332389831543 (32.555939078331)  --> STEP: 17 | > loss_disc: 2.639103889465332 (2.4288940990672394) | > loss_disc_real_0: 0.357025146484375 (0.2321993011762114) | > loss_disc_real_1: 0.2546464800834656 (0.23293151750284083) | > loss_disc_real_2: 0.29193344712257385 (0.23178274841869578) | > loss_disc_real_3: 0.29089605808258057 (0.26784366895170775) | > loss_disc_real_4: 0.25846511125564575 (0.22440499505575964) | > loss_disc_real_5: 0.38208410143852234 (0.24794315415270188) | > loss_0: 2.639103889465332 (2.4288940990672394) | > loss_gen: 3.0230538845062256 (2.6685452461242676) | > loss_kl: 2.767432928085327 (3.028894732980167) | > loss_feat: 6.132784843444824 (6.669088531942928) | > loss_mel: 17.486541748046875 (17.757852049434888) | > loss_duration: 2.467751979827881 (2.3916538182426903) | > loss_1: 31.877567291259766 (32.516034855562104)  --> STEP: 18 | > loss_disc: 2.31380558013916 (2.4225002924601235) | > loss_disc_real_0: 0.19324007630348206 (0.23003489979439312) | > loss_disc_real_1: 0.21841619908809662 (0.23212511092424393) | > loss_disc_real_2: 0.17051182687282562 (0.2283788083328141) | > loss_disc_real_3: 0.27030351758003235 (0.26798032720883685) | > loss_disc_real_4: 0.2029859572649002 (0.22321504851182303) | > loss_disc_real_5: 0.27392807602882385 (0.24938676092359754) | > loss_0: 2.31380558013916 (2.4225002924601235) | > loss_gen: 2.6065833568573 (2.6651029189427695) | > loss_kl: 2.5596249103546143 (3.0028241872787476) | > loss_feat: 8.598414421081543 (6.776273303561741) | > loss_mel: 18.743518829345703 (17.81261131498549) | > loss_duration: 2.225097179412842 (2.3824006716410318) | > loss_1: 34.733238220214844 (32.63921282026504)  --> STEP: 19 | > loss_disc: 2.6935229301452637 (2.436764641811973) | > loss_disc_real_0: 0.1814243495464325 (0.22747644978134254) | > loss_disc_real_1: 0.30740782618522644 (0.23608735909587458) | > loss_disc_real_2: 0.3457059860229492 (0.2345539229480844) | > loss_disc_real_3: 0.26833078265190125 (0.26799877223215607) | > loss_disc_real_4: 0.2845333516597748 (0.22644232762487312) | > loss_disc_real_5: 0.29351693391799927 (0.2517094016075134) | > loss_0: 2.6935229301452637 (2.436764641811973) | > loss_gen: 2.6187009811401367 (2.662660711689999) | > loss_kl: 1.9430041313171387 (2.9470441843333997) | > loss_feat: 6.86084508895874 (6.780724450161583) | > loss_mel: 17.567752838134766 (17.799724026730185) | > loss_duration: 2.3553662300109863 (2.380977806292082) | > loss_1: 31.34566879272461 (32.571131555657644)  --> STEP: 20 | > loss_disc: 2.960331678390503 (2.4629429936408997) | > loss_disc_real_0: 0.402282178401947 (0.23621673621237277) | > loss_disc_real_1: 0.25447580218315125 (0.2370067812502384) | > loss_disc_real_2: 0.3613622784614563 (0.240894340723753) | > loss_disc_real_3: 0.35429659485816956 (0.27231366336345675) | > loss_disc_real_4: 0.34799134731292725 (0.2325197786092758) | > loss_disc_real_5: 0.42582306265830994 (0.26041508466005325) | > loss_0: 2.960331678390503 (2.4629429936408997) | > loss_gen: 2.9145381450653076 (2.6752545833587646) | > loss_kl: 2.3707523345947266 (2.9182295918464662) | > loss_feat: 6.039353370666504 (6.743655896186828) | > loss_mel: 18.12776756286621 (17.81612620353699) | > loss_duration: 2.3101892471313477 (2.3774383783340456) | > loss_1: 31.76259994506836 (32.53070497512818)  --> STEP: 21 | > loss_disc: 2.594010353088379 (2.469184296471732) | > loss_disc_real_0: 0.24845393002033234 (0.23679945972703753) | > loss_disc_real_1: 0.24901454150676727 (0.23757857935769217) | > loss_disc_real_2: 0.31681501865386963 (0.2445096111013776) | > loss_disc_real_3: 0.31153181195259094 (0.2741811942486536) | > loss_disc_real_4: 0.21284496784210205 (0.23158288285845802) | > loss_disc_real_5: 0.27971404790878296 (0.26133408290999277) | > loss_0: 2.594010353088379 (2.469184296471732) | > loss_gen: 2.8380537033081055 (2.683006922403971) | > loss_kl: 2.2134130001068115 (2.8846668970017206) | > loss_feat: 7.522823810577393 (6.780759130205427) | > loss_mel: 15.33724308013916 (17.698084150041854) | > loss_duration: 2.153259038925171 (2.3667631716955277) | > loss_1: 30.06479263305664 (32.41328057788668)  --> STEP: 22 | > loss_disc: 2.6766061782836914 (2.4786125638268213) | > loss_disc_real_0: 0.2580089569091797 (0.23776352778077126) | > loss_disc_real_1: 0.21400919556617737 (0.23650724373080514) | > loss_disc_real_2: 0.25397989153862 (0.2449400783939795) | > loss_disc_real_3: 0.24427631497383118 (0.2728218815543435) | > loss_disc_real_4: 0.27636826038360596 (0.23361858183687384) | > loss_disc_real_5: 0.2855072021484375 (0.2624328610571948) | > loss_0: 2.6766061782836914 (2.4786125638268213) | > loss_gen: 2.5290393829345703 (2.676008397882635) | > loss_kl: 2.2525243759155273 (2.8559331460432573) | > loss_feat: 6.367598533630371 (6.761979103088379) | > loss_mel: 16.394729614257812 (17.63884076205167) | > loss_duration: 2.175968647003174 (2.3580906933004204) | > loss_1: 29.719860076904297 (32.29085237329657)  --> STEP: 23 | > loss_disc: 2.6265459060668945 (2.485044448272042) | > loss_disc_real_0: 0.34422942996025085 (0.24239248004944428) | > loss_disc_real_1: 0.21854397654533386 (0.2357262321140455) | > loss_disc_real_2: 0.199044331908226 (0.24294461115546848) | > loss_disc_real_3: 0.24472680687904358 (0.2716003565684609) | > loss_disc_real_4: 0.20979644358158112 (0.23258283669533936) | > loss_disc_real_5: 0.27240273356437683 (0.2628663337748984) | > loss_0: 2.6265459060668945 (2.485044448272042) | > loss_gen: 2.4029388427734375 (2.664135808530061) | > loss_kl: 2.5237910747528076 (2.8414921864219336) | > loss_feat: 8.028873443603516 (6.817061465719472) | > loss_mel: 16.82428741455078 (17.60342539911685) | > loss_duration: 2.285628080368042 (2.354940144912056) | > loss_1: 32.065521240234375 (32.281055367511264)  --> STEP: 24 | > loss_disc: 2.389927864074707 (2.4810812572638197) | > loss_disc_real_0: 0.22697214782238007 (0.24174996620664993) | > loss_disc_real_1: 0.22215965390205383 (0.2351609580218792) | > loss_disc_real_2: 0.25448232889175415 (0.24342534939448038) | > loss_disc_real_3: 0.2762303650379181 (0.2717932735880216) | > loss_disc_real_4: 0.23923622071743011 (0.23286006102959314) | > loss_disc_real_5: 0.26252883672714233 (0.2628522713979085) | > loss_0: 2.389927864074707 (2.4810812572638197) | > loss_gen: 2.661856174468994 (2.664040823777517) | > loss_kl: 2.7194087505340576 (2.8364053765932717) | > loss_feat: 8.261598587036133 (6.877250512440999) | > loss_mel: 18.357337951660156 (17.634838422139488) | > loss_duration: 2.4354734420776367 (2.3582956989606223) | > loss_1: 34.43567657470703 (32.37083125114442)  --> STEP: 25 | > loss_disc: 2.680694341659546 (2.4890657806396486) | > loss_disc_real_0: 0.3550786077976227 (0.24628311187028884) | > loss_disc_real_1: 0.27238044142723083 (0.23664973735809325) | > loss_disc_real_2: 0.2708823084831238 (0.24452362775802614) | > loss_disc_real_3: 0.3024173080921173 (0.27301823496818545) | > loss_disc_real_4: 0.22746282815933228 (0.23264417171478272) | > loss_disc_real_5: 0.26435238122940063 (0.2629122757911682) | > loss_0: 2.680694341659546 (2.4890657806396486) | > loss_gen: 2.4801554679870605 (2.6566854095458985) | > loss_kl: 3.7932491302490234 (2.874679126739502) | > loss_feat: 5.654424667358398 (6.828337478637695) | > loss_mel: 15.379944801330566 (17.54464267730713) | > loss_duration: 2.3504233360290527 (2.3579808044433594) | > loss_1: 29.6581974029541 (32.26232589721681)  --> STEP: 26 | > loss_disc: 2.4395251274108887 (2.4871603709000807) | > loss_disc_real_0: 0.12218112498521805 (0.24150995852855536) | > loss_disc_real_1: 0.22038641571998596 (0.23602422498739684) | > loss_disc_real_2: 0.2710997760295868 (0.2455457873069323) | > loss_disc_real_3: 0.2201574146747589 (0.2709851264953614) | > loss_disc_real_4: 0.21896451711654663 (0.2321180311533121) | > loss_disc_real_5: 0.20630185306072235 (0.26073495183999723) | > loss_0: 2.4395251274108887 (2.4871603709000807) | > loss_gen: 2.2466678619384766 (2.64091550386869) | > loss_kl: 2.587341785430908 (2.863627690535325) | > loss_feat: 4.517785549163818 (6.739470096734854) | > loss_mel: 11.593161582946777 (17.31573955829327) | > loss_duration: 2.284317970275879 (2.3551476185138407) | > loss_1: 23.22927474975586 (31.914900853083697) --> EVAL PERFORMANCE | > avg_loader_time: 0.002417289293729342 (+0.00011417498955359822) | > avg_loss_disc: 2.4871603709000807 (+0.09934144753676177) | > avg_loss_disc_real_0: 0.24150995852855536 (+0.11635659778347385) | > avg_loss_disc_real_1: 0.23602422498739684 (+0.021908402156371354) | > avg_loss_disc_real_2: 0.2455457873069323 (-0.040137271468456) | > avg_loss_disc_real_3: 0.2709851264953614 (+0.018884624426181496) | > avg_loss_disc_real_4: 0.2321180311533121 (-0.011094489349768727) | > avg_loss_disc_real_5: 0.26073495183999723 (+0.0033596094984274516) | > avg_loss_0: 2.4871603709000807 (+0.09934144753676177) | > avg_loss_gen: 2.64091550386869 (+0.045677052094386106) | > avg_loss_kl: 2.863627690535325 (+0.14618484332011272) | > avg_loss_feat: 6.739470096734854 (-0.5015526734865627) | > avg_loss_mel: 17.31573955829327 (-0.5891095674954911) | > avg_loss_duration: 2.3551476185138407 (+0.011702959354107367) | > avg_loss_1: 31.914900853083697 (-0.8870972119844787)  > EPOCH: 566/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:06:52)   --> TIME: 2024-06-11 16:07:00 -- STEP: 19/330 -- GLOBAL_STEP: 274800 | > loss_disc: 2.4471099376678467 (2.363320877677516) | > loss_disc_real_0: 0.10110834240913391 (0.107148083809175) | > loss_disc_real_1: 0.1750136762857437 (0.19932868606165835) | > loss_disc_real_2: 0.23721866309642792 (0.21334807574748993) | > loss_disc_real_3: 0.2411239743232727 (0.2337815361587625) | > loss_disc_real_4: 0.255172997713089 (0.2513973932517202) | > loss_disc_real_5: 0.2277233749628067 (0.23023372496429242) | > loss_0: 2.4471099376678467 (2.363320877677516) | > grad_norm_0: tensor(11.7131, device='cuda:0') (tensor(12.7563, device='cuda:0')) | > loss_gen: 2.2538554668426514 (2.487324777402376) | > loss_kl: 2.0547707080841064 (1.8424571564323025) | > loss_feat: 6.610401630401611 (6.78548180429559) | > loss_mel: 16.214540481567383 (17.768955130326116) | > loss_duration: 1.9723756313323975 (2.080603768951014) | > loss_1: 29.10594367980957 (30.96482286955181) | > grad_norm_1: tensor(127.7629, device='cuda:0') (tensor(162.9948, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3514 (0.36444158303110225) | > loader_time: 0.0033 (0.0032427561910528886)  --> TIME: 2024-06-11 16:07:10 -- STEP: 44/330 -- GLOBAL_STEP: 274825 | > loss_disc: 2.3599679470062256 (2.3213006908243345) | > loss_disc_real_0: 0.07659859210252762 (0.10432506454261867) | > loss_disc_real_1: 0.16633234918117523 (0.1960103095255115) | > loss_disc_real_2: 0.21716849505901337 (0.20854194665497) | > loss_disc_real_3: 0.2516961097717285 (0.2283591807565906) | > loss_disc_real_4: 0.24395886063575745 (0.23744250325994057) | > loss_disc_real_5: 0.21478039026260376 (0.22306311265988785) | > loss_0: 2.3599679470062256 (2.3213006908243345) | > grad_norm_0: tensor(8.0598, device='cuda:0') (tensor(9.7066, device='cuda:0')) | > loss_gen: 2.3721351623535156 (2.5137301033193413) | > loss_kl: 1.8926265239715576 (1.8953117430210114) | > loss_feat: 7.283267974853516 (7.016207684170116) | > loss_mel: 17.949153900146484 (17.702657396143135) | > loss_duration: 1.9251996278762817 (2.0292565036903722) | > loss_1: 31.42238426208496 (31.157163403250955) | > grad_norm_1: tensor(61.3960, device='cuda:0') (tensor(110.9273, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3687 (0.3658738678151911) | > loader_time: 0.0041 (0.0033970312638716264)  --> TIME: 2024-06-11 16:07:19 -- STEP: 69/330 -- GLOBAL_STEP: 274850 | > loss_disc: 2.3729820251464844 (2.3289624642634736) | > loss_disc_real_0: 0.09987276047468185 (0.10701223991919255) | > loss_disc_real_1: 0.18543052673339844 (0.19675305442533633) | > loss_disc_real_2: 0.21633590757846832 (0.20856298635835233) | > loss_disc_real_3: 0.21481160819530487 (0.2281840450089911) | > loss_disc_real_4: 0.20833581686019897 (0.2350448510353116) | > loss_disc_real_5: 0.18706269562244415 (0.22289175896540933) | > loss_0: 2.3729820251464844 (2.3289624642634736) | > grad_norm_0: tensor(11.8862, device='cuda:0') (tensor(10.8758, device='cuda:0')) | > loss_gen: 2.33191180229187 (2.4987589552782583) | > loss_kl: 2.047799825668335 (1.9319452531095864) | > loss_feat: 6.603294849395752 (7.041733209637628) | > loss_mel: 16.55954360961914 (17.69433762370677) | > loss_duration: 1.938077449798584 (2.011242229005564) | > loss_1: 29.480627059936523 (31.1780171048814) | > grad_norm_1: tensor(93.2012, device='cuda:0') (tensor(121.0993, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3752 (0.3674920849178148) | > loader_time: 0.0038 (0.003520906835362531)  --> TIME: 2024-06-11 16:07:29 -- STEP: 94/330 -- GLOBAL_STEP: 274875 | > loss_disc: 2.353867292404175 (2.325514795932364) | > loss_disc_real_0: 0.1524823009967804 (0.10786647627011259) | > loss_disc_real_1: 0.20868590474128723 (0.19698193907103648) | > loss_disc_real_2: 0.20670537650585175 (0.20950361135158133) | > loss_disc_real_3: 0.2304612398147583 (0.22640802790509892) | > loss_disc_real_4: 0.21820564568042755 (0.23238425162878443) | > loss_disc_real_5: 0.22087378799915314 (0.22130529899546442) | > loss_0: 2.353867292404175 (2.325514795932364) | > grad_norm_0: tensor(14.7534, device='cuda:0') (tensor(12.0620, device='cuda:0')) | > loss_gen: 2.4825377464294434 (2.497041491751975) | > loss_kl: 1.9547604322433472 (1.9447647231690428) | > loss_feat: 7.233327388763428 (7.043879493753961) | > loss_mel: 18.24187469482422 (17.642363893224854) | > loss_duration: 2.0089190006256104 (2.0065158364620617) | > loss_1: 31.921419143676758 (31.134565292520726) | > grad_norm_1: tensor(160.4242, device='cuda:0') (tensor(138.2229, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3743 (0.3702083496337241) | > loader_time: 0.0038 (0.0036456559566741295)  --> TIME: 2024-06-11 16:07:39 -- STEP: 119/330 -- GLOBAL_STEP: 274900 | > loss_disc: 2.362886428833008 (2.330786055877429) | > loss_disc_real_0: 0.11109979450702667 (0.10865505559354269) | > loss_disc_real_1: 0.20837892591953278 (0.19583453162878509) | > loss_disc_real_2: 0.225942924618721 (0.2109023961199432) | > loss_disc_real_3: 0.21079286932945251 (0.2272862912226124) | > loss_disc_real_4: 0.22158952057361603 (0.23249597258928442) | > loss_disc_real_5: 0.22074845433235168 (0.2217738102464115) | > loss_0: 2.362886428833008 (2.330786055877429) | > grad_norm_0: tensor(17.7326, device='cuda:0') (tensor(12.4404, device='cuda:0')) | > loss_gen: 2.5351877212524414 (2.492376768288492) | > loss_kl: 2.0642476081848145 (1.9589204487680387) | > loss_feat: 7.678854942321777 (7.0555583929815215) | > loss_mel: 18.591760635375977 (17.673852696138276) | > loss_duration: 2.0005078315734863 (2.006517248995164) | > loss_1: 32.87055969238281 (31.187225309740594) | > grad_norm_1: tensor(272.9319, device='cuda:0') (tensor(145.9077, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3719 (0.37618462578589174) | > loader_time: 0.0048 (0.0037461128555426075)  --> TIME: 2024-06-11 16:07:49 -- STEP: 144/330 -- GLOBAL_STEP: 274925 | > loss_disc: 2.294210195541382 (2.333097888363732) | > loss_disc_real_0: 0.16078558564186096 (0.11116481013596058) | > loss_disc_real_1: 0.20555852353572845 (0.1959783150297073) | > loss_disc_real_2: 0.20254485309123993 (0.2102074949070811) | > loss_disc_real_3: 0.21675539016723633 (0.22710451142241558) | > loss_disc_real_4: 0.24733731150627136 (0.2316023614257574) | > loss_disc_real_5: 0.2119380533695221 (0.22138694001154768) | > loss_0: 2.294210195541382 (2.333097888363732) | > grad_norm_0: tensor(14.7492, device='cuda:0') (tensor(14.2661, device='cuda:0')) | > loss_gen: 2.5860090255737305 (2.4943669173452587) | > loss_kl: 2.0622477531433105 (1.9632878427704175) | > loss_feat: 7.071474075317383 (7.062790811061859) | > loss_mel: 17.65337371826172 (17.675520618756618) | > loss_duration: 2.018714427947998 (2.011718009908994) | > loss_1: 31.39181900024414 (31.207683987087673) | > grad_norm_1: tensor(404.8038, device='cuda:0') (tensor(169.5471, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3907 (0.3773360434505675) | > loader_time: 0.004 (0.0038168860806359183)  --> TIME: 2024-06-11 16:07:58 -- STEP: 169/330 -- GLOBAL_STEP: 274950 | > loss_disc: 2.3437328338623047 (2.339554802200497) | > loss_disc_real_0: 0.12622806429862976 (0.11247685794117888) | > loss_disc_real_1: 0.23994876444339752 (0.1967138121643011) | > loss_disc_real_2: 0.2240450084209442 (0.21102745645850368) | > loss_disc_real_3: 0.21083654463291168 (0.22757845490994538) | > loss_disc_real_4: 0.23349249362945557 (0.2310538179952012) | > loss_disc_real_5: 0.2321529984474182 (0.22175971132058364) | > loss_0: 2.3437328338623047 (2.339554802200497) | > grad_norm_0: tensor(46.7579, device='cuda:0') (tensor(16.5985, device='cuda:0')) | > loss_gen: 2.4235002994537354 (2.494352952968439) | > loss_kl: 2.026054620742798 (1.9703126729592768) | > loss_feat: 7.354757308959961 (7.052383817864593) | > loss_mel: 16.562868118286133 (17.6799809382512) | > loss_duration: 2.0497889518737793 (2.0164390266294308) | > loss_1: 30.416969299316406 (31.213469206228766) | > grad_norm_1: tensor(350.5274, device='cuda:0') (tensor(189.6773, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3677 (0.37746445808184925) | > loader_time: 0.0041 (0.0038943544647397376)  --> TIME: 2024-06-11 16:08:08 -- STEP: 194/330 -- GLOBAL_STEP: 274975 | > loss_disc: 2.485224962234497 (2.341599861371147) | > loss_disc_real_0: 0.15052534639835358 (0.1138721042763941) | > loss_disc_real_1: 0.22402971982955933 (0.19702353581939783) | > loss_disc_real_2: 0.24928872287273407 (0.21168463016600952) | > loss_disc_real_3: 0.23410937190055847 (0.22809329014463522) | > loss_disc_real_4: 0.25939542055130005 (0.23016705026024395) | > loss_disc_real_5: 0.20426131784915924 (0.2215827794879982) | > loss_0: 2.485224962234497 (2.341599861371147) | > grad_norm_0: tensor(37.8186, device='cuda:0') (tensor(18.7763, device='cuda:0')) | > loss_gen: 2.47385311126709 (2.5033278846249134) | > loss_kl: 2.1456918716430664 (1.9784149214164497) | > loss_feat: 7.190382957458496 (7.0742043023256915) | > loss_mel: 17.940210342407227 (17.660932285269517) | > loss_duration: 2.0457253456115723 (2.023493132025926) | > loss_1: 31.795862197875977 (31.240372333329976) | > grad_norm_1: tensor(300.3171, device='cuda:0') (tensor(213.4115, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3849 (0.3789044630896185) | > loader_time: 0.0051 (0.004014618617972148)  --> TIME: 2024-06-11 16:08:18 -- STEP: 219/330 -- GLOBAL_STEP: 275000 | > loss_disc: 2.291989803314209 (2.343131634742699) | > loss_disc_real_0: 0.09887805581092834 (0.11435582063513804) | > loss_disc_real_1: 0.21024540066719055 (0.1973701090845344) | > loss_disc_real_2: 0.23308715224266052 (0.21148103577633426) | > loss_disc_real_3: 0.25769680738449097 (0.22880774688775138) | > loss_disc_real_4: 0.24865926802158356 (0.23039915926380244) | > loss_disc_real_5: 0.20727947354316711 (0.22192826452048403) | > loss_0: 2.291989803314209 (2.343131634742699) | > grad_norm_0: tensor(6.9966, device='cuda:0') (tensor(21.7096, device='cuda:0')) | > loss_gen: 2.7319891452789307 (2.511786798363951) | > loss_kl: 2.217322587966919 (1.982624513917862) | > loss_feat: 7.683289527893066 (7.095481221534346) | > loss_mel: 17.86461639404297 (17.639717602838672) | > loss_duration: 2.104175329208374 (2.030980144461542) | > loss_1: 32.60139083862305 (31.26059009604258) | > grad_norm_1: tensor(498.1442, device='cuda:0') (tensor(235.9815, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.3919 (0.3807158992715078) | > loader_time: 0.0053 (0.004120073362028217) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_275000.pth  --> TIME: 2024-06-11 16:08:33 -- STEP: 244/330 -- GLOBAL_STEP: 275025 | > loss_disc: 2.3777613639831543 (2.3443051557071843) | > loss_disc_real_0: 0.1642671823501587 (0.11566432434149453) | > loss_disc_real_1: 0.18739934265613556 (0.1972008496522904) | > loss_disc_real_2: 0.23381339013576508 (0.21148084751406654) | > loss_disc_real_3: 0.23157715797424316 (0.2288993552449297) | > loss_disc_real_4: 0.25587350130081177 (0.23002915298108195) | > loss_disc_real_5: 0.22296346724033356 (0.2217274220874075) | > loss_0: 2.3777613639831543 (2.3443051557071843) | > grad_norm_0: tensor(44.9703, device='cuda:0') (tensor(23.5264, device='cuda:0')) | > loss_gen: 2.5497026443481445 (2.5120805902559242) | > loss_kl: 1.8787634372711182 (1.9814111145793414) | > loss_feat: 6.704919815063477 (7.090467101237813) | > loss_mel: 16.22873306274414 (17.60394951163746) | > loss_duration: 2.0417895317077637 (2.040359920654141) | > loss_1: 29.403907775878906 (31.228268037076855) | > grad_norm_1: tensor(665.9412, device='cuda:0') (tensor(251.2042, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.434 (0.38490477448604143) | > loader_time: 0.0058 (0.004244236672510866)  --> TIME: 2024-06-11 16:08:44 -- STEP: 269/330 -- GLOBAL_STEP: 275050 | > loss_disc: 2.286128282546997 (2.3468391141926905) | > loss_disc_real_0: 0.12628799676895142 (0.11627550907848493) | > loss_disc_real_1: 0.19499115645885468 (0.19826973105008722) | > loss_disc_real_2: 0.22882646322250366 (0.211774520049751) | > loss_disc_real_3: 0.22272907197475433 (0.22881760883065405) | > loss_disc_real_4: 0.19536635279655457 (0.2299196199413569) | > loss_disc_real_5: 0.18454086780548096 (0.22160385432739682) | > loss_0: 2.286128282546997 (2.3468391141926905) | > grad_norm_0: tensor(6.3139, device='cuda:0') (tensor(24.0360, device='cuda:0')) | > loss_gen: 2.4113852977752686 (2.5090166538621412) | > loss_kl: 1.9350451231002808 (1.9841157065005108) | > loss_feat: 7.371514797210693 (7.096074403883356) | > loss_mel: 17.53042221069336 (17.56436252593995) | > loss_duration: 2.1407103538513184 (2.0485446891820125) | > loss_1: 31.38907814025879 (31.20211378615142) | > grad_norm_1: tensor(78.9714, device='cuda:0') (tensor(259.2889, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.4304 (0.38922215571633945) | > loader_time: 0.0058 (0.004382780493413648)  --> TIME: 2024-06-11 16:08:56 -- STEP: 294/330 -- GLOBAL_STEP: 275075 | > loss_disc: 2.499063014984131 (2.3518476137498583) | > loss_disc_real_0: 0.1245259940624237 (0.11697590123025739) | > loss_disc_real_1: 0.1990499049425125 (0.19849985300683656) | > loss_disc_real_2: 0.22083307802677155 (0.21231316481115056) | > loss_disc_real_3: 0.2206539362668991 (0.22940089193736615) | > loss_disc_real_4: 0.2530064582824707 (0.23006765316335523) | > loss_disc_real_5: 0.2283109724521637 (0.22183394857815333) | > loss_0: 2.499063014984131 (2.3518476137498583) | > grad_norm_0: tensor(57.9424, device='cuda:0') (tensor(24.7168, device='cuda:0')) | > loss_gen: 2.3095412254333496 (2.5032922564720623) | > loss_kl: 2.0365195274353027 (1.9843244962140816) | > loss_feat: 6.951974391937256 (7.089202262917343) | > loss_mel: 16.901514053344727 (17.517522205300896) | > loss_duration: 2.1976964473724365 (2.0586577957990224) | > loss_1: 30.397245407104492 (31.152998826941666) | > grad_norm_1: tensor(278.3327, device='cuda:0') (tensor(266.5402, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.465 (0.3943192999379164) | > loader_time: 0.0065 (0.004531940635369748)  --> TIME: 2024-06-11 16:09:09 -- STEP: 319/330 -- GLOBAL_STEP: 275100 | > loss_disc: 2.3921420574188232 (2.352104086113572) | > loss_disc_real_0: 0.10745497047901154 (0.1177226806228811) | > loss_disc_real_1: 0.2168596386909485 (0.19866885866117323) | > loss_disc_real_2: 0.24485446512699127 (0.21234196443169095) | > loss_disc_real_3: 0.19361194968223572 (0.2291155503274505) | > loss_disc_real_4: 0.21029533445835114 (0.22970361876824058) | > loss_disc_real_5: 0.18058839440345764 (0.22160426356762555) | > loss_0: 2.3921420574188232 (2.352104086113572) | > grad_norm_0: tensor(43.1110, device='cuda:0') (tensor(26.4235, device='cuda:0')) | > loss_gen: 2.567659854888916 (2.504472115196779) | > loss_kl: 2.172755479812622 (1.9862020830375648) | > loss_feat: 8.673187255859375 (7.116120842183271) | > loss_mel: 17.12564468383789 (17.472917876647198) | > loss_duration: 2.239210844039917 (2.0726123525057476) | > loss_1: 32.77845764160156 (31.152325089074974) | > grad_norm_1: tensor(497.3455, device='cuda:0') (tensor(280.0887, device='cuda:0')) | > current_lr_0: 0.00018633813330781737 | > current_lr_1: 0.00018633813330781737 | > step_time: 0.5687 (0.40335035324096663) | > loader_time: 0.0077 (0.004732914479174955)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.51336669921875 (2.51336669921875) | > loss_disc_real_0: 0.11770815402269363 (0.11770815402269363) | > loss_disc_real_1: 0.2910648584365845 (0.2910648584365845) | > loss_disc_real_2: 0.2921755909919739 (0.2921755909919739) | > loss_disc_real_3: 0.2651100754737854 (0.2651100754737854) | > loss_disc_real_4: 0.3003113865852356 (0.3003113865852356) | > loss_disc_real_5: 0.2361253798007965 (0.2361253798007965) | > loss_0: 2.51336669921875 (2.51336669921875) | > loss_gen: 2.476989984512329 (2.476989984512329) | > loss_kl: 2.0483272075653076 (2.0483272075653076) | > loss_feat: 6.551234722137451 (6.551234722137451) | > loss_mel: 18.419281005859375 (18.419281005859375) | > loss_duration: 2.9271650314331055 (2.9271650314331055) | > loss_1: 32.422996520996094 (32.422996520996094)  --> STEP: 1 | > loss_disc: 2.2806708812713623 (2.2806708812713623) | > loss_disc_real_0: 0.10151798278093338 (0.10151798278093338) | > loss_disc_real_1: 0.18552470207214355 (0.18552470207214355) | > loss_disc_real_2: 0.23641635477542877 (0.23641635477542877) | > loss_disc_real_3: 0.22193704545497894 (0.22193704545497894) | > loss_disc_real_4: 0.2483857423067093 (0.2483857423067093) | > loss_disc_real_5: 0.20716042816638947 (0.20716042816638947) | > loss_0: 2.2806708812713623 (2.2806708812713623) | > loss_gen: 2.3910346031188965 (2.3910346031188965) | > loss_kl: 2.4853084087371826 (2.4853084087371826) | > loss_feat: 6.717220783233643 (6.717220783233643) | > loss_mel: 18.232297897338867 (18.232297897338867) | > loss_duration: 2.4504361152648926 (2.4504361152648926) | > loss_1: 32.27629852294922 (32.27629852294922)  --> STEP: 2 | > loss_disc: 2.433091640472412 (2.356881260871887) | > loss_disc_real_0: 0.11623182892799377 (0.10887490585446358) | > loss_disc_real_1: 0.24699191749095917 (0.21625830978155136) | > loss_disc_real_2: 0.2621931731700897 (0.24930476397275925) | > loss_disc_real_3: 0.2612040638923645 (0.24157055467367172) | > loss_disc_real_4: 0.2662140130996704 (0.25729987770318985) | > loss_disc_real_5: 0.2353704571723938 (0.22126544266939163) | > loss_0: 2.433091640472412 (2.356881260871887) | > loss_gen: 2.413980484008789 (2.4025075435638428) | > loss_kl: 2.980942964553833 (2.733125686645508) | > loss_feat: 5.053565502166748 (5.885393142700195) | > loss_mel: 18.58077049255371 (18.40653419494629) | > loss_duration: 2.4870505332946777 (2.468743324279785) | > loss_1: 31.516311645507812 (31.896305084228516)  --> STEP: 3 | > loss_disc: 2.3329999446868896 (2.3489208221435547) | > loss_disc_real_0: 0.0847647562623024 (0.10083818932374318) | > loss_disc_real_1: 0.15767109394073486 (0.19672923783461252) | > loss_disc_real_2: 0.2215711772441864 (0.24006023506323496) | > loss_disc_real_3: 0.244317889213562 (0.24248633285363516) | > loss_disc_real_4: 0.27136361598968506 (0.2619877904653549) | > loss_disc_real_5: 0.265339195728302 (0.2359566936890284) | > loss_0: 2.3329999446868896 (2.3489208221435547) | > loss_gen: 2.3657047748565674 (2.390239953994751) | > loss_kl: 2.992612838745117 (2.8196214040120444) | > loss_feat: 6.067084789276123 (5.945957024892171) | > loss_mel: 17.888124465942383 (18.233730951944988) | > loss_duration: 2.3783254623413086 (2.4386040369669595) | > loss_1: 31.691852569580078 (31.82815424601237)  --> STEP: 4 | > loss_disc: 2.601278781890869 (2.4120103120803833) | > loss_disc_real_0: 0.12287415564060211 (0.10634718090295792) | > loss_disc_real_1: 0.1453731656074524 (0.1838902197778225) | > loss_disc_real_2: 0.2877994775772095 (0.2519950456917286) | > loss_disc_real_3: 0.24802862107753754 (0.24387190490961075) | > loss_disc_real_4: 0.26895514130592346 (0.26372962817549706) | > loss_disc_real_5: 0.23041574656963348 (0.2345714569091797) | > loss_0: 2.601278781890869 (2.4120103120803833) | > loss_gen: 2.0163815021514893 (2.2967753410339355) | > loss_kl: 3.2346761226654053 (2.9233850836753845) | > loss_feat: 6.368769645690918 (6.051660180091858) | > loss_mel: 18.983423233032227 (18.421154022216797) | > loss_duration: 2.3498623371124268 (2.4164186120033264) | > loss_1: 32.9531135559082 (32.10939407348633)  --> STEP: 5 | > loss_disc: 2.3061060905456543 (2.3908294677734374) | > loss_disc_real_0: 0.06941338628530502 (0.09896042197942734) | > loss_disc_real_1: 0.1984003484249115 (0.1867922455072403) | > loss_disc_real_2: 0.22293315827846527 (0.24618266820907592) | > loss_disc_real_3: 0.24105937778949738 (0.24330939948558808) | > loss_disc_real_4: 0.241933673620224 (0.2593704372644424) | > loss_disc_real_5: 0.23044343292713165 (0.23374585211277008) | > loss_0: 2.3061060905456543 (2.3908294677734374) | > loss_gen: 2.2964229583740234 (2.296704864501953) | > loss_kl: 2.4827187061309814 (2.835251808166504) | > loss_feat: 6.2432355880737305 (6.089975261688233) | > loss_mel: 19.678529739379883 (18.672629165649415) | > loss_duration: 2.39650821685791 (2.412436532974243) | > loss_1: 33.097415924072266 (32.30699844360352)  --> STEP: 6 | > loss_disc: 2.6537628173828125 (2.4346516927083335) | > loss_disc_real_0: 0.11860193312168121 (0.10223400716980298) | > loss_disc_real_1: 0.2121371179819107 (0.19101639091968536) | > loss_disc_real_2: 0.22627408802509308 (0.24286457151174545) | > loss_disc_real_3: 0.22870658338069916 (0.2408755968014399) | > loss_disc_real_4: 0.2788099944591522 (0.26261036346356076) | > loss_disc_real_5: 0.23258739709854126 (0.23355277627706528) | > loss_0: 2.6537628173828125 (2.4346516927083335) | > loss_gen: 2.009510040283203 (2.2488390604654946) | > loss_kl: 3.0506129264831543 (2.871145327885946) | > loss_feat: 4.732813358306885 (5.863781611124675) | > loss_mel: 15.84987735748291 (18.202170530954998) | > loss_duration: 2.2032647132873535 (2.3775745630264282) | > loss_1: 27.846078872680664 (31.563511848449707)  --> STEP: 7 | > loss_disc: 1.987309455871582 (2.3707456588745117) | > loss_disc_real_0: 0.029423628002405167 (0.0918325244316033) | > loss_disc_real_1: 0.1449095755815506 (0.18442970301423753) | > loss_disc_real_2: 0.21615013480186462 (0.2390482234103339) | > loss_disc_real_3: 0.23538848757743835 (0.24009172405515397) | > loss_disc_real_4: 0.24559450149536133 (0.26017952603953226) | > loss_disc_real_5: 0.20030471682548523 (0.22880305349826813) | > loss_0: 1.987309455871582 (2.3707456588745117) | > loss_gen: 2.734776258468628 (2.318258660180228) | > loss_kl: 4.161302089691162 (3.055453436715262) | > loss_feat: 7.790394306182861 (6.139011996132987) | > loss_mel: 19.27022361755371 (18.354749543326243) | > loss_duration: 2.574096202850342 (2.405649083001273) | > loss_1: 36.530792236328125 (32.27312333243234)  --> STEP: 8 | > loss_disc: 2.323185682296753 (2.364800661802292) | > loss_disc_real_0: 0.08040568232536316 (0.09040416916832328) | > loss_disc_real_1: 0.20608735084533691 (0.18713690899312496) | > loss_disc_real_2: 0.1986074298620224 (0.23399312421679497) | > loss_disc_real_3: 0.17113469541072845 (0.2314720954746008) | > loss_disc_real_4: 0.2062305361032486 (0.2534359022974968) | > loss_disc_real_5: 0.1833866983652115 (0.22312600910663605) | > loss_0: 2.323185682296753 (2.364800661802292) | > loss_gen: 2.1392667293548584 (2.295884668827057) | > loss_kl: 2.8278236389160156 (3.0269997119903564) | > loss_feat: 10.807367324829102 (6.722556412220001) | > loss_mel: 20.458498001098633 (18.61771810054779) | > loss_duration: 2.264824390411377 (2.388045996427536) | > loss_1: 38.497779846191406 (33.05120539665222)  --> STEP: 9 | > loss_disc: 2.2266969680786133 (2.349455806944105) | > loss_disc_real_0: 0.0855686366558075 (0.08986688777804375) | > loss_disc_real_1: 0.1674235463142395 (0.18494653536213768) | > loss_disc_real_2: 0.24295571446418762 (0.23498896757761636) | > loss_disc_real_3: 0.19416221976280212 (0.2273265537288454) | > loss_disc_real_4: 0.23058922588825226 (0.2508973826964696) | > loss_disc_real_5: 0.17786650359630585 (0.2180971751610438) | > loss_0: 2.2266969680786133 (2.349455806944105) | > loss_gen: 2.436493158340454 (2.3115078343285456) | > loss_kl: 2.552371025085449 (2.9742631912231445) | > loss_feat: 7.559744358062744 (6.815577295091417) | > loss_mel: 19.58704948425293 (18.72542158762614) | > loss_duration: 2.190793514251709 (2.3661290539635553) | > loss_1: 34.32645034790039 (33.19289928012424)  --> STEP: 10 | > loss_disc: 2.759284019470215 (2.3904386281967165) | > loss_disc_real_0: 0.1850094050168991 (0.09938113950192928) | > loss_disc_real_1: 0.3262268006801605 (0.19907456189393996) | > loss_disc_real_2: 0.267767071723938 (0.23826677799224855) | > loss_disc_real_3: 0.34900161623954773 (0.23949405997991563) | > loss_disc_real_4: 0.37444376945495605 (0.2632520213723183) | > loss_disc_real_5: 0.3450084328651428 (0.2307883009314537) | > loss_0: 2.759284019470215 (2.3904386281967165) | > loss_gen: 2.574160575866699 (2.3377731084823608) | > loss_kl: 1.940203309059143 (2.8708572030067443) | > loss_feat: 4.992007255554199 (6.633220291137695) | > loss_mel: 18.573081970214844 (18.71018762588501) | > loss_duration: 2.3887343406677246 (2.3683895826339723) | > loss_1: 30.46818733215332 (32.920428085327146)  --> STEP: 11 | > loss_disc: 2.0025408267974854 (2.355175191705877) | > loss_disc_real_0: 0.09036591649055481 (0.09856157377362251) | > loss_disc_real_1: 0.14185824990272522 (0.19387307898564773) | > loss_disc_real_2: 0.20737110078334808 (0.23545808006416669) | > loss_disc_real_3: 0.19149917364120483 (0.23513088849457828) | > loss_disc_real_4: 0.22448377311229706 (0.2597276351668618) | > loss_disc_real_5: 0.1618460714817047 (0.22452082552693106) | > loss_0: 2.0025408267974854 (2.355175191705877) | > loss_gen: 2.5622313022613525 (2.3581783988259057) | > loss_kl: 3.6910688877105713 (2.945421901616183) | > loss_feat: 8.362064361572266 (6.790387933904475) | > loss_mel: 18.296001434326172 (18.672534335743297) | > loss_duration: 2.549260377883911 (2.3848323822021484) | > loss_1: 35.46062469482422 (33.15135504982688)  --> STEP: 12 | > loss_disc: 2.679778575897217 (2.3822254737218223) | > loss_disc_real_0: 0.10706382989883423 (0.09927009511739016) | > loss_disc_real_1: 0.23090176284313202 (0.19695880264043808) | > loss_disc_real_2: 0.314757764339447 (0.2420663870871067) | > loss_disc_real_3: 0.3100431263446808 (0.2413735749820868) | > loss_disc_real_4: 0.3528152108192444 (0.2674849331378937) | > loss_disc_real_5: 0.28751593828201294 (0.22977041825652122) | > loss_0: 2.679778575897217 (2.3822254737218223) | > loss_gen: 2.4732158184051514 (2.3677648504575095) | > loss_kl: 2.496365547180176 (2.9080005387465158) | > loss_feat: 6.1830339431762695 (6.739775101343791) | > loss_mel: 17.304424285888672 (18.558525164922077) | > loss_duration: 2.243018627166748 (2.3730145692825317) | > loss_1: 30.700057983398438 (32.947080294291176)  --> STEP: 13 | > loss_disc: 2.191697835922241 (2.3675695015833926) | > loss_disc_real_0: 0.09998634457588196 (0.09932519122958183) | > loss_disc_real_1: 0.2213045060634613 (0.1988315490575937) | > loss_disc_real_2: 0.22201624512672424 (0.2405240684747696) | > loss_disc_real_3: 0.19111847877502441 (0.23750779835077432) | > loss_disc_real_4: 0.21961277723312378 (0.2638024596067575) | > loss_disc_real_5: 0.19659332931041718 (0.2272183344914363) | > loss_0: 2.191697835922241 (2.3675695015833926) | > loss_gen: 2.3657751083374023 (2.3676117933713474) | > loss_kl: 3.557851791381836 (2.9579890966415405) | > loss_feat: 5.583591461181641 (6.6508378982543945) | > loss_mel: 16.31464195251465 (18.38591876396766) | > loss_duration: 2.286083459854126 (2.366327560864962) | > loss_1: 30.10794448852539 (32.728685232309196)  --> STEP: 14 | > loss_disc: 2.3613550662994385 (2.3671256133488248) | > loss_disc_real_0: 0.14012479782104492 (0.10223944884325777) | > loss_disc_real_1: 0.16066496074199677 (0.19610536417790822) | > loss_disc_real_2: 0.25697165727615356 (0.241698896246297) | > loss_disc_real_3: 0.182409405708313 (0.2335721988763128) | > loss_disc_real_4: 0.30648303031921387 (0.26685107180050444) | > loss_disc_real_5: 0.1841547191143036 (0.22414236196449824) | > loss_0: 2.3613550662994385 (2.3671256133488248) | > loss_gen: 2.345193386077881 (2.366010478564671) | > loss_kl: 3.5026395320892334 (2.9968926991735185) | > loss_feat: 7.73136043548584 (6.728018079485212) | > loss_mel: 19.598073959350586 (18.472501277923584) | > loss_duration: 2.4443626403808594 (2.3719014951160977) | > loss_1: 35.62162780761719 (32.935323987688335)  --> STEP: 15 | > loss_disc: 2.424894094467163 (2.3709768454233804) | > loss_disc_real_0: 0.22438961267471313 (0.11038279309868812) | > loss_disc_real_1: 0.17421725392341614 (0.19464615682760875) | > loss_disc_real_2: 0.213964581489563 (0.2398499419291814) | > loss_disc_real_3: 0.21802784502506256 (0.23253590861956278) | > loss_disc_real_4: 0.29545143246650696 (0.26875776251157124) | > loss_disc_real_5: 0.2525370121002197 (0.22603533864021302) | > loss_0: 2.424894094467163 (2.3709768454233804) | > loss_gen: 2.447739362716675 (2.3714590708414716) | > loss_kl: 3.496173858642578 (3.030178109804789) | > loss_feat: 6.701823711395264 (6.726271788279216) | > loss_mel: 18.27088165283203 (18.459059969584146) | > loss_duration: 2.3859431743621826 (2.372837607065837) | > loss_1: 33.30256271362305 (32.95980656941732)  --> STEP: 16 | > loss_disc: 2.55060076713562 (2.3822033405303955) | > loss_disc_real_0: 0.09451013058423996 (0.10939075169153512) | > loss_disc_real_1: 0.2588115632534027 (0.19865649472922087) | > loss_disc_real_2: 0.26033255457878113 (0.2411301052197814) | > loss_disc_real_3: 0.2780627906322479 (0.2353813387453556) | > loss_disc_real_4: 0.2725341320037842 (0.26899378560483456) | > loss_disc_real_5: 0.26585903763771057 (0.2285243198275566) | > loss_0: 2.55060076713562 (2.3822033405303955) | > loss_gen: 2.259434223175049 (2.36445751786232) | > loss_kl: 2.920250177383423 (3.023307614028454) | > loss_feat: 4.963196754455566 (6.616079598665237) | > loss_mel: 15.969327926635742 (18.303451716899872) | > loss_duration: 2.3759799003601074 (2.3730340003967285) | > loss_1: 28.488189697265625 (32.68033051490784)  --> STEP: 17 | > loss_disc: 2.5239734649658203 (2.3905427596148323) | > loss_disc_real_0: 0.1909782737493515 (0.11419001769493609) | > loss_disc_real_1: 0.18305054306983948 (0.19773849757278666) | > loss_disc_real_2: 0.25323671102523804 (0.24184225850245533) | > loss_disc_real_3: 0.2682093381881714 (0.23731239753610947) | > loss_disc_real_4: 0.29346945881843567 (0.27043353108798757) | > loss_disc_real_5: 0.2717099189758301 (0.23106464918921976) | > loss_0: 2.5239734649658203 (2.3905427596148323) | > loss_gen: 2.5569586753845215 (2.375781115363626) | > loss_kl: 2.5643458366394043 (2.996309862417333) | > loss_feat: 5.651156902313232 (6.559319440056296) | > loss_mel: 18.27103614807129 (18.301544918733484) | > loss_duration: 2.4515395164489746 (2.3776519719292137) | > loss_1: 31.495037078857422 (32.610607371610755)  --> STEP: 18 | > loss_disc: 2.544569492340088 (2.3990998003217907) | > loss_disc_real_0: 0.06309016048908234 (0.11135113673905532) | > loss_disc_real_1: 0.20513606071472168 (0.19814947330289417) | > loss_disc_real_2: 0.24558475613594055 (0.24205017503764895) | > loss_disc_real_3: 0.23244549334049225 (0.2370420139696863) | > loss_disc_real_4: 0.28869879245758057 (0.2714482678307427) | > loss_disc_real_5: 0.20374338328838348 (0.22954680108361775) | > loss_0: 2.544569492340088 (2.3990998003217907) | > loss_gen: 2.165328025817871 (2.3640892770555286) | > loss_kl: 2.5422306060791016 (2.9710832370652094) | > loss_feat: 7.049655914306641 (6.586560355292426) | > loss_mel: 17.763261795043945 (18.271640300750732) | > loss_duration: 2.251659393310547 (2.3706523842281766) | > loss_1: 31.772136688232422 (32.56402566697862)  --> STEP: 19 | > loss_disc: 2.195958375930786 (2.388408146406475) | > loss_disc_real_0: 0.08123711496591568 (0.10976618822467954) | > loss_disc_real_1: 0.17023992538452148 (0.19668054972824298) | > loss_disc_real_2: 0.3161155581474304 (0.2459483530960585) | > loss_disc_real_3: 0.2064570039510727 (0.23543227660028557) | > loss_disc_real_4: 0.21174855530261993 (0.2683061776976836) | > loss_disc_real_5: 0.18600311875343323 (0.2272550283293975) | > loss_0: 2.195958375930786 (2.388408146406475) | > loss_gen: 2.5782551765441895 (2.3753611665023002) | > loss_kl: 2.4510462284088135 (2.9437128681885567) | > loss_feat: 10.084627151489258 (6.770669134039628) | > loss_mel: 19.0789852142334 (18.31413213830245) | > loss_duration: 2.374216079711914 (2.370839947148373) | > loss_1: 36.56713104248047 (32.774715423583984)  --> STEP: 20 | > loss_disc: 2.4163095951080322 (2.3898032188415526) | > loss_disc_real_0: 0.11952994763851166 (0.11025437619537115) | > loss_disc_real_1: 0.20217247307300568 (0.1969551458954811) | > loss_disc_real_2: 0.2871713638305664 (0.2480095036327839) | > loss_disc_real_3: 0.26055437326431274 (0.23668838143348694) | > loss_disc_real_4: 0.2616351246833801 (0.26797262504696845) | > loss_disc_real_5: 0.19082561135292053 (0.22543355748057364) | > loss_0: 2.4163095951080322 (2.3898032188415526) | > loss_gen: 2.414933204650879 (2.377339768409729) | > loss_kl: 2.1285228729248047 (2.9029533684253694) | > loss_feat: 5.38998556137085 (6.701634955406189) | > loss_mel: 17.692264556884766 (18.283038759231566) | > loss_duration: 2.305133819580078 (2.3675546407699586) | > loss_1: 29.93083953857422 (32.632521629333496)  --> STEP: 21 | > loss_disc: 2.6559717655181885 (2.40247791154044) | > loss_disc_real_0: 0.06544069945812225 (0.10812039158883549) | > loss_disc_real_1: 0.17295143008232117 (0.19581211180914015) | > loss_disc_real_2: 0.25952744483947754 (0.24855797702357882) | > loss_disc_real_3: 0.21886354684829712 (0.23583957978657313) | > loss_disc_real_4: 0.31284773349761963 (0.27010953497318996) | > loss_disc_real_5: 0.26745760440826416 (0.22743470257236845) | > loss_0: 2.6559717655181885 (2.40247791154044) | > loss_gen: 2.1710052490234375 (2.3675143151056197) | > loss_kl: 2.213716745376587 (2.870132576851618) | > loss_feat: 7.914985179901123 (6.7594135375249955) | > loss_mel: 16.467018127441406 (18.196561586289178) | > loss_duration: 2.1790192127227783 (2.358576763243902) | > loss_1: 30.94574546813965 (32.552198954990935)  --> STEP: 22 | > loss_disc: 2.460416316986084 (2.405111475424333) | > loss_disc_real_0: 0.09893723577260971 (0.10770297541537067) | > loss_disc_real_1: 0.230055034160614 (0.1973686082796617) | > loss_disc_real_2: 0.2769879698753357 (0.2498502494259314) | > loss_disc_real_3: 0.21849611401557922 (0.23505124043334613) | > loss_disc_real_4: 0.25362634658813477 (0.26936029913750564) | > loss_disc_real_5: 0.20077018439769745 (0.2262226790189743) | > loss_0: 2.460416316986084 (2.405111475424333) | > loss_gen: 2.2948174476623535 (2.364209912040017) | > loss_kl: 2.1374385356903076 (2.8368283022533767) | > loss_feat: 8.469996452331543 (6.837167306379839) | > loss_mel: 18.89430046081543 (18.228276989676736) | > loss_duration: 2.185093402862549 (2.3506911559538404) | > loss_1: 33.98164749145508 (32.61717388846658)  --> STEP: 23 | > loss_disc: 2.620358943939209 (2.4144700610119365) | > loss_disc_real_0: 0.13956186175346375 (0.10908814438659212) | > loss_disc_real_1: 0.25821569561958313 (0.20001413381618002) | > loss_disc_real_2: 0.21689023077487946 (0.24841720513675525) | > loss_disc_real_3: 0.3056779205799103 (0.2381219656571098) | > loss_disc_real_4: 0.3091110289096832 (0.271088591736296) | > loss_disc_real_5: 0.3217846751213074 (0.2303775484147279) | > loss_0: 2.620358943939209 (2.4144700610119365) | > loss_gen: 2.334533929824829 (2.3629196519437046) | > loss_kl: 2.5820209980010986 (2.825749723807625) | > loss_feat: 5.317777633666992 (6.771106885827106) | > loss_mel: 16.866008758544922 (18.169047936149266) | > loss_duration: 2.2526254653930664 (2.346427430277285) | > loss_1: 29.35296630859375 (32.47525181977646)  --> STEP: 24 | > loss_disc: 2.2666971683502197 (2.4083128571510315) | > loss_disc_real_0: 0.07613548636436462 (0.10771511696899931) | > loss_disc_real_1: 0.21948035061359406 (0.20082522618273893) | > loss_disc_real_2: 0.1804799735546112 (0.2455864871541659) | > loss_disc_real_3: 0.19021962583065033 (0.23612603483100733) | > loss_disc_real_4: 0.2715262472629547 (0.27110682738324016) | > loss_disc_real_5: 0.25452983379364014 (0.23138389363884926) | > loss_0: 2.2666971683502197 (2.4083128571510315) | > loss_gen: 2.3364369869232178 (2.361816207567851) | > loss_kl: 1.9379312992095947 (2.7887572894493737) | > loss_feat: 8.825037956237793 (6.856687347094218) | > loss_mel: 19.175737380981445 (18.21099332968394) | > loss_duration: 2.4354052543640137 (2.350134839614232) | > loss_1: 34.710548400878906 (32.568389177322395)  --> STEP: 25 | > loss_disc: 2.8013572692871094 (2.4240346336364746) | > loss_disc_real_0: 0.1691451519727707 (0.11017231836915016) | > loss_disc_real_1: 0.19962120056152344 (0.20077706515789032) | > loss_disc_real_2: 0.26126134395599365 (0.246213481426239) | > loss_disc_real_3: 0.28062596917152405 (0.237906032204628) | > loss_disc_real_4: 0.2956404685974121 (0.272088173031807) | > loss_disc_real_5: 0.25455644726753235 (0.23231079578399658) | > loss_0: 2.8013572692871094 (2.4240346336364746) | > loss_gen: 2.0082287788391113 (2.3476727104187014) | > loss_kl: 3.310265064239502 (2.809617600440979) | > loss_feat: 5.790693759918213 (6.814047603607178) | > loss_mel: 14.769962310791016 (18.07335208892822) | > loss_duration: 2.372610092163086 (2.3510338497161865) | > loss_1: 28.251760482788086 (32.39572402954102)  --> STEP: 26 | > loss_disc: 2.5981605052948 (2.43073178254641) | > loss_disc_real_0: 0.13201779127120972 (0.11101252886538322) | > loss_disc_real_1: 0.35081416368484497 (0.20654772279354242) | > loss_disc_real_2: 0.2562461197376251 (0.2465993521305231) | > loss_disc_real_3: 0.16685381531715393 (0.23517325463203284) | > loss_disc_real_4: 0.2471989095211029 (0.2711308936660107) | > loss_disc_real_5: 0.17334726452827454 (0.2300429676587765) | > loss_0: 2.5981605052948 (2.43073178254641) | > loss_gen: 2.291433572769165 (2.34550966666295) | > loss_kl: 2.206291437149048 (2.786412748006674) | > loss_feat: 15.034473419189453 (7.130217827283419) | > loss_mel: 19.937803268432617 (18.14506174967839) | > loss_duration: 2.304597854614258 (2.349247849904574) | > loss_1: 41.77459716796875 (32.756449919480545) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026669043761033276 (+0.0002496150823739856) | > avg_loss_disc: 2.43073178254641 (-0.056428588353670595) | > avg_loss_disc_real_0: 0.11101252886538322 (-0.13049742966317213) | > avg_loss_disc_real_1: 0.20654772279354242 (-0.02947650219385442) | > avg_loss_disc_real_2: 0.2465993521305231 (+0.0010535648235907857) | > avg_loss_disc_real_3: 0.23517325463203284 (-0.03581187186332854) | > avg_loss_disc_real_4: 0.2711308936660107 (+0.03901286251269859) | > avg_loss_disc_real_5: 0.2300429676587765 (-0.03069198418122074) | > avg_loss_0: 2.43073178254641 (-0.056428588353670595) | > avg_loss_gen: 2.34550966666295 (-0.29540583720574) | > avg_loss_kl: 2.786412748006674 (-0.07721494252865124) | > avg_loss_feat: 7.130217827283419 (+0.39074773054856493) | > avg_loss_mel: 18.14506174967839 (+0.8293221913851205) | > avg_loss_duration: 2.349247849904574 (-0.005899768609266776) | > avg_loss_1: 32.756449919480545 (+0.8415490663968477)  > EPOCH: 567/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:09:34)   --> TIME: 2024-06-11 16:09:41 -- STEP: 14/330 -- GLOBAL_STEP: 275125 | > loss_disc: 2.3249526023864746 (2.362859385354178) | > loss_disc_real_0: 0.09253854304552078 (0.10829053180558341) | > loss_disc_real_1: 0.18878181278705597 (0.2040070007954325) | > loss_disc_real_2: 0.21459519863128662 (0.20742582104035787) | > loss_disc_real_3: 0.20505206286907196 (0.23354770136731012) | > loss_disc_real_4: 0.2190352976322174 (0.23562781299863542) | > loss_disc_real_5: 0.2141115963459015 (0.22669928414481028) | > loss_0: 2.3249526023864746 (2.362859385354178) | > grad_norm_0: tensor(11.0438, device='cuda:0') (tensor(9.8896, device='cuda:0')) | > loss_gen: 2.4453423023223877 (2.432706662586757) | > loss_kl: 2.017068386077881 (1.9448671511241369) | > loss_feat: 6.889590740203857 (6.680771725518363) | > loss_mel: 16.905982971191406 (17.793796266828263) | > loss_duration: 2.0123932361602783 (2.09945353439876) | > loss_1: 30.27037811279297 (30.951595306396484) | > grad_norm_1: tensor(150.3887, device='cuda:0') (tensor(92.0182, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3645 (0.37908058507101877) | > loader_time: 0.003 (0.0034338065556117465)  --> TIME: 2024-06-11 16:09:50 -- STEP: 39/330 -- GLOBAL_STEP: 275150 | > loss_disc: 2.4472670555114746 (2.355251031044202) | > loss_disc_real_0: 0.10967390984296799 (0.1098370829071754) | > loss_disc_real_1: 0.16893649101257324 (0.20220973056096297) | > loss_disc_real_2: 0.20899052917957306 (0.21242047960941607) | > loss_disc_real_3: 0.21384841203689575 (0.231966855434271) | > loss_disc_real_4: 0.21525627374649048 (0.23143870479021317) | > loss_disc_real_5: 0.1980414092540741 (0.22166037865174124) | > loss_0: 2.4472670555114746 (2.355251031044202) | > grad_norm_0: tensor(9.7846, device='cuda:0') (tensor(9.4709, device='cuda:0')) | > loss_gen: 2.3336658477783203 (2.4717873426584096) | > loss_kl: 1.9333815574645996 (1.9339088873985486) | > loss_feat: 7.385610580444336 (6.914931382888403) | > loss_mel: 17.34819793701172 (17.764513260278946) | > loss_duration: 2.019972801208496 (2.0382326688521952) | > loss_1: 31.020828247070312 (31.123373178335335) | > grad_norm_1: tensor(84.6833, device='cuda:0') (tensor(90.0472, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3524 (0.3673443366319705) | > loader_time: 0.0032 (0.003449305509909605)  --> TIME: 2024-06-11 16:09:59 -- STEP: 64/330 -- GLOBAL_STEP: 275175 | > loss_disc: 2.264540195465088 (2.357622269541026) | > loss_disc_real_0: 0.12344837188720703 (0.10944430774543434) | > loss_disc_real_1: 0.21531479060649872 (0.2036085061263293) | > loss_disc_real_2: 0.21533143520355225 (0.21151603176258504) | > loss_disc_real_3: 0.19463859498500824 (0.23021321999840438) | > loss_disc_real_4: 0.2273544818162918 (0.2304837650153786) | > loss_disc_real_5: 0.2020130157470703 (0.22213149419985712) | > loss_0: 2.264540195465088 (2.357622269541026) | > grad_norm_0: tensor(7.0982, device='cuda:0') (tensor(11.4728, device='cuda:0')) | > loss_gen: 2.5871405601501465 (2.47292285785079) | > loss_kl: 2.0879790782928467 (1.9462727289646864) | > loss_feat: 7.271360874176025 (6.95920293033123) | > loss_mel: 18.3843936920166 (17.740790486335747) | > loss_duration: 2.016103982925415 (2.015985218808056) | > loss_1: 32.34697723388672 (31.135173857212067) | > grad_norm_1: tensor(65.2763, device='cuda:0') (tensor(106.7813, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.362 (0.3661746270954609) | > loader_time: 0.0041 (0.0035163871943950653)  --> TIME: 2024-06-11 16:10:09 -- STEP: 89/330 -- GLOBAL_STEP: 275200 | > loss_disc: 2.4234426021575928 (2.357049652699675) | > loss_disc_real_0: 0.10572394728660583 (0.110968365846725) | > loss_disc_real_1: 0.2018485814332962 (0.20116990637243465) | > loss_disc_real_2: 0.2120366245508194 (0.2103035185444221) | > loss_disc_real_3: 0.2509095370769501 (0.23139445282770008) | > loss_disc_real_4: 0.2527739107608795 (0.23148079199737379) | > loss_disc_real_5: 0.24434106051921844 (0.2237331477108966) | > loss_0: 2.4234426021575928 (2.357049652699675) | > grad_norm_0: tensor(6.2221, device='cuda:0') (tensor(11.4677, device='cuda:0')) | > loss_gen: 2.362400531768799 (2.4786977419692477) | > loss_kl: 1.9534062147140503 (1.9492722642555664) | > loss_feat: 6.543060779571533 (6.99729049339723) | > loss_mel: 17.32813262939453 (17.72226007868735) | > loss_duration: 1.9999676942825317 (2.0074559075109075) | > loss_1: 30.186967849731445 (31.15497619114565) | > grad_norm_1: tensor(77.3685, device='cuda:0') (tensor(114.5499, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3507 (0.3656795319546475) | > loader_time: 0.0036 (0.0035905864801299707)  --> TIME: 2024-06-11 16:10:18 -- STEP: 114/330 -- GLOBAL_STEP: 275225 | > loss_disc: 2.4593875408172607 (2.35433314139383) | > loss_disc_real_0: 0.06588008999824524 (0.1126477653650861) | > loss_disc_real_1: 0.1779579222202301 (0.1998861975837172) | > loss_disc_real_2: 0.18879233300685883 (0.21019604998199562) | > loss_disc_real_3: 0.24298620223999023 (0.22964635465228767) | > loss_disc_real_4: 0.24503785371780396 (0.2301807578718453) | > loss_disc_real_5: 0.23454512655735016 (0.22193127216999992) | > loss_0: 2.4593875408172607 (2.35433314139383) | > grad_norm_0: tensor(14.4509, device='cuda:0') (tensor(11.9780, device='cuda:0')) | > loss_gen: 2.512974500656128 (2.4829235976202444) | > loss_kl: 2.091836452484131 (1.9524051724818714) | > loss_feat: 7.195033073425293 (7.00755216364275) | > loss_mel: 17.890193939208984 (17.699478233069712) | > loss_duration: 2.034132957458496 (2.009264589401713) | > loss_1: 31.724170684814453 (31.151623441461933) | > grad_norm_1: tensor(71.6488, device='cuda:0') (tensor(121.9939, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3713 (0.36726779686777217) | > loader_time: 0.0039 (0.003691612628468296)  --> TIME: 2024-06-11 16:10:28 -- STEP: 139/330 -- GLOBAL_STEP: 275250 | > loss_disc: 2.3380653858184814 (2.367074294055967) | > loss_disc_real_0: 0.1256292462348938 (0.11521773383342962) | > loss_disc_real_1: 0.17536379396915436 (0.20038165934651875) | > loss_disc_real_2: 0.2549784481525421 (0.212587577619141) | > loss_disc_real_3: 0.210097536444664 (0.23080460019677662) | > loss_disc_real_4: 0.20682644844055176 (0.23108654153003966) | > loss_disc_real_5: 0.19443729519844055 (0.2228675456784612) | > loss_0: 2.3380653858184814 (2.367074294055967) | > grad_norm_0: tensor(36.4993, device='cuda:0') (tensor(13.1550, device='cuda:0')) | > loss_gen: 2.4116413593292236 (2.4762378768097584) | > loss_kl: 1.9402766227722168 (1.955644321098602) | > loss_feat: 7.1753249168396 (6.969679348760372) | > loss_mel: 17.555316925048828 (17.723015586249268) | > loss_duration: 2.0844922065734863 (2.0140488319259746) | > loss_1: 31.167051315307617 (31.138625714418698) | > grad_norm_1: tensor(388.1943, device='cuda:0') (tensor(135.7349, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3848 (0.37058076927130174) | > loader_time: 0.0045 (0.003855758433719333)  --> TIME: 2024-06-11 16:10:38 -- STEP: 164/330 -- GLOBAL_STEP: 275275 | > loss_disc: 2.529350996017456 (2.364801576951656) | > loss_disc_real_0: 0.20301403105258942 (0.11626324954828839) | > loss_disc_real_1: 0.22400793433189392 (0.19996651371077792) | > loss_disc_real_2: 0.249742791056633 (0.21247879833709904) | > loss_disc_real_3: 0.23555095493793488 (0.23029243682579295) | > loss_disc_real_4: 0.25127673149108887 (0.22993554856355597) | > loss_disc_real_5: 0.249195396900177 (0.22301079487291778) | > loss_0: 2.529350996017456 (2.364801576951656) | > grad_norm_0: tensor(32.9358, device='cuda:0') (tensor(15.9852, device='cuda:0')) | > loss_gen: 2.3241634368896484 (2.484635008544456) | > loss_kl: 1.9928855895996094 (1.9578689678413113) | > loss_feat: 6.621631622314453 (6.98097797137935) | > loss_mel: 16.91095542907715 (17.709049189963004) | > loss_duration: 2.090402603149414 (2.0177931785583487) | > loss_1: 29.940038681030273 (31.150324123661694) | > grad_norm_1: tensor(356.7145, device='cuda:0') (tensor(168.6425, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3819 (0.37340215793470066) | > loader_time: 0.0049 (0.004027446595633902)  --> TIME: 2024-06-11 16:10:48 -- STEP: 189/330 -- GLOBAL_STEP: 275300 | > loss_disc: 2.2654614448547363 (2.364631403060189) | > loss_disc_real_0: 0.11922958493232727 (0.11592950884784971) | > loss_disc_real_1: 0.20154690742492676 (0.20000683346753398) | > loss_disc_real_2: 0.24296443164348602 (0.21232971683065727) | > loss_disc_real_3: 0.23702386021614075 (0.22988125051140154) | > loss_disc_real_4: 0.2308768928050995 (0.23019164572001766) | > loss_disc_real_5: 0.2556423842906952 (0.22311057923016725) | > loss_0: 2.2654614448547363 (2.364631403060189) | > grad_norm_0: tensor(25.1182, device='cuda:0') (tensor(18.3002, device='cuda:0')) | > loss_gen: 2.770747661590576 (2.4931442119457112) | > loss_kl: 1.9428603649139404 (1.9638684704190208) | > loss_feat: 7.965865612030029 (6.987090110778809) | > loss_mel: 17.232141494750977 (17.673712452883453) | > loss_duration: 2.1105802059173584 (2.0248381340945207) | > loss_1: 32.022193908691406 (31.142653238205682) | > grad_norm_1: tensor(406.4624, device='cuda:0') (tensor(192.2289, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.3871 (0.3758481305743022) | > loader_time: 0.0051 (0.0041412739526657805)  --> TIME: 2024-06-11 16:10:58 -- STEP: 214/330 -- GLOBAL_STEP: 275325 | > loss_disc: 2.4164199829101562 (2.3634782260823495) | > loss_disc_real_0: 0.08095100522041321 (0.11706595185482613) | > loss_disc_real_1: 0.18533965945243835 (0.20035376545981826) | > loss_disc_real_2: 0.22212356328964233 (0.21267963611633978) | > loss_disc_real_3: 0.2229098379611969 (0.2303631603021488) | > loss_disc_real_4: 0.23812414705753326 (0.22968147332980254) | > loss_disc_real_5: 0.26712414622306824 (0.22291684951459137) | > loss_0: 2.4164199829101562 (2.3634782260823495) | > grad_norm_0: tensor(54.4260, device='cuda:0') (tensor(21.1759, device='cuda:0')) | > loss_gen: 2.187239646911621 (2.497983619431469) | > loss_kl: 1.9253371953964233 (1.9672802380312269) | > loss_feat: 6.016757011413574 (7.0127971127768545) | > loss_mel: 16.651554107666016 (17.650656004932447) | > loss_duration: 2.1356170177459717 (2.0327231254533076) | > loss_1: 28.91650390625 (31.161439949106946) | > grad_norm_1: tensor(372.2854, device='cuda:0') (tensor(215.4367, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.4081 (0.37831615956030173) | > loader_time: 0.0055 (0.004243159962591721)  --> TIME: 2024-06-11 16:11:08 -- STEP: 239/330 -- GLOBAL_STEP: 275350 | > loss_disc: 2.329651117324829 (2.363730517391383) | > loss_disc_real_0: 0.12902243435382843 (0.11774598439243548) | > loss_disc_real_1: 0.1876385360956192 (0.1999891437745992) | > loss_disc_real_2: 0.19556763768196106 (0.21242832395571545) | > loss_disc_real_3: 0.20787136256694794 (0.22989587354859548) | > loss_disc_real_4: 0.21910066902637482 (0.2290867320164477) | > loss_disc_real_5: 0.21986520290374756 (0.2221503129314678) | > loss_0: 2.329651117324829 (2.363730517391383) | > grad_norm_0: tensor(5.7450, device='cuda:0') (tensor(22.0846, device='cuda:0')) | > loss_gen: 2.4474902153015137 (2.491613937721093) | > loss_kl: 1.9612809419631958 (1.966608393142413) | > loss_feat: 6.785226821899414 (6.9993734958281575) | > loss_mel: 17.737001419067383 (17.616301205367723) | > loss_duration: 2.08367919921875 (2.04116404455576) | > loss_1: 31.014678955078125 (31.115060941943565) | > grad_norm_1: tensor(160.6685, device='cuda:0') (tensor(228.2825, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.4079 (0.38089867216772627) | > loader_time: 0.0052 (0.0043663260328221)  --> TIME: 2024-06-11 16:11:19 -- STEP: 264/330 -- GLOBAL_STEP: 275375 | > loss_disc: 2.387052536010742 (2.362507945660391) | > loss_disc_real_0: 0.1332252472639084 (0.11811324810101227) | > loss_disc_real_1: 0.23419739305973053 (0.1999176274420637) | > loss_disc_real_2: 0.19765417277812958 (0.21230027378734315) | > loss_disc_real_3: 0.21556535363197327 (0.22991653356814024) | > loss_disc_real_4: 0.20481091737747192 (0.2293379163990418) | > loss_disc_real_5: 0.18814197182655334 (0.22230759771032768) | > loss_0: 2.387052536010742 (2.362507945660391) | > grad_norm_0: tensor(43.3542, device='cuda:0') (tensor(22.1802, device='cuda:0')) | > loss_gen: 2.352489948272705 (2.490795736963099) | > loss_kl: 1.9330203533172607 (1.971103358449358) | > loss_feat: 6.934200763702393 (7.027324898676439) | > loss_mel: 17.29281234741211 (17.573717189557623) | > loss_duration: 2.168583393096924 (2.048860181010131) | > loss_1: 30.681106567382812 (31.111801226933796) | > grad_norm_1: tensor(376.9815, device='cuda:0') (tensor(232.7566, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.4415 (0.3860661766745829) | > loader_time: 0.0058 (0.004495441913604735)  --> TIME: 2024-06-11 16:11:31 -- STEP: 289/330 -- GLOBAL_STEP: 275400 | > loss_disc: 2.251255512237549 (2.364145814341247) | > loss_disc_real_0: 0.07804834842681885 (0.1193831496997688) | > loss_disc_real_1: 0.2501460611820221 (0.20014187270794773) | > loss_disc_real_2: 0.21133853495121002 (0.21243786213719723) | > loss_disc_real_3: 0.2785336673259735 (0.23013039366390467) | > loss_disc_real_4: 0.22233229875564575 (0.22916182282680458) | > loss_disc_real_5: 0.2196410596370697 (0.22221996318097748) | > loss_0: 2.251255512237549 (2.364145814341247) | > grad_norm_0: tensor(47.0919, device='cuda:0') (tensor(24.2887, device='cuda:0')) | > loss_gen: 2.7100069522857666 (2.491084754673255) | > loss_kl: 1.9715608358383179 (1.9751706082103162) | > loss_feat: 7.33149528503418 (7.041868429282958) | > loss_mel: 15.975074768066406 (17.526288893808545) | > loss_duration: 2.1971817016601562 (2.0582369425717517) | > loss_1: 30.185317993164062 (31.092649479638332) | > grad_norm_1: tensor(469.8239, device='cuda:0') (tensor(250.9453, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.4718 (0.3920428307411167) | > loader_time: 0.007 (0.004661820751572974)  --> TIME: 2024-06-11 16:11:44 -- STEP: 314/330 -- GLOBAL_STEP: 275425 | > loss_disc: 2.460827350616455 (2.3665209477114844) | > loss_disc_real_0: 0.13137781620025635 (0.1203507875466043) | > loss_disc_real_1: 0.2658108174800873 (0.20063047063578462) | > loss_disc_real_2: 0.2023632973432541 (0.21237961530305777) | > loss_disc_real_3: 0.24294249713420868 (0.23012074619341807) | > loss_disc_real_4: 0.25975972414016724 (0.22946035411137683) | > loss_disc_real_5: 0.2277715504169464 (0.22274405181787565) | > loss_0: 2.460827350616455 (2.3665209477114844) | > grad_norm_0: tensor(71.7503, device='cuda:0') (tensor(26.4605, device='cuda:0')) | > loss_gen: 2.2827212810516357 (2.4965954320445944) | > loss_kl: 2.034996509552002 (1.9791951729993151) | > loss_feat: 6.473576068878174 (7.0553960344594) | > loss_mel: 16.852693557739258 (17.48080896875662) | > loss_duration: 2.2651712894439697 (2.0709513520738883) | > loss_1: 29.90915870666504 (31.08294683201298) | > grad_norm_1: tensor(350.2959, device='cuda:0') (tensor(269.5493, device='cuda:0')) | > current_lr_0: 0.00018631484104115388 | > current_lr_1: 0.00018631484104115388 | > step_time: 0.5317 (0.40060728978199556) | > loader_time: 0.008 (0.004882747959938776)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.449709892272949 (2.449709892272949) | > loss_disc_real_0: 0.14952275156974792 (0.14952275156974792) | > loss_disc_real_1: 0.29085883498191833 (0.29085883498191833) | > loss_disc_real_2: 0.23985406756401062 (0.23985406756401062) | > loss_disc_real_3: 0.24065044522285461 (0.24065044522285461) | > loss_disc_real_4: 0.25040510296821594 (0.25040510296821594) | > loss_disc_real_5: 0.22396059334278107 (0.22396059334278107) | > loss_0: 2.449709892272949 (2.449709892272949) | > loss_gen: 2.7036938667297363 (2.7036938667297363) | > loss_kl: 2.087754726409912 (2.087754726409912) | > loss_feat: 7.463154315948486 (7.463154315948486) | > loss_mel: 16.203250885009766 (16.203250885009766) | > loss_duration: 2.9719038009643555 (2.9719038009643555) | > loss_1: 31.42975616455078 (31.42975616455078)  --> STEP: 1 | > loss_disc: 2.3135313987731934 (2.3135313987731934) | > loss_disc_real_0: 0.15703898668289185 (0.15703898668289185) | > loss_disc_real_1: 0.15683892369270325 (0.15683892369270325) | > loss_disc_real_2: 0.13715645670890808 (0.13715645670890808) | > loss_disc_real_3: 0.22448745369911194 (0.22448745369911194) | > loss_disc_real_4: 0.19226758182048798 (0.19226758182048798) | > loss_disc_real_5: 0.1766243278980255 (0.1766243278980255) | > loss_0: 2.3135313987731934 (2.3135313987731934) | > loss_gen: 2.1765966415405273 (2.1765966415405273) | > loss_kl: 2.7026894092559814 (2.7026894092559814) | > loss_feat: 6.236656188964844 (6.236656188964844) | > loss_mel: 18.055234909057617 (18.055234909057617) | > loss_duration: 2.4414470195770264 (2.4414470195770264) | > loss_1: 31.61262321472168 (31.61262321472168)  --> STEP: 2 | > loss_disc: 2.240999460220337 (2.277265429496765) | > loss_disc_real_0: 0.06910184025764465 (0.11307041347026825) | > loss_disc_real_1: 0.25672557950019836 (0.2067822515964508) | > loss_disc_real_2: 0.19191795587539673 (0.1645372062921524) | > loss_disc_real_3: 0.2173599898815155 (0.22092372179031372) | > loss_disc_real_4: 0.19153472781181335 (0.19190115481615067) | > loss_disc_real_5: 0.2151096761226654 (0.19586700201034546) | > loss_0: 2.240999460220337 (2.277265429496765) | > loss_gen: 2.340402126312256 (2.2584993839263916) | > loss_kl: 2.8211216926574707 (2.761905550956726) | > loss_feat: 6.701047420501709 (6.468851804733276) | > loss_mel: 19.74510955810547 (18.900172233581543) | > loss_duration: 2.458508014678955 (2.4499775171279907) | > loss_1: 34.06618881225586 (32.83940601348877)  --> STEP: 3 | > loss_disc: 2.3296520709991455 (2.294727643330892) | > loss_disc_real_0: 0.10701757669448853 (0.111052801211675) | > loss_disc_real_1: 0.12551623582839966 (0.1796935796737671) | > loss_disc_real_2: 0.1320677250623703 (0.15371404588222504) | > loss_disc_real_3: 0.19504815340042114 (0.2122985323270162) | > loss_disc_real_4: 0.2079136222600937 (0.19723864396413168) | > loss_disc_real_5: 0.23972781002521515 (0.21048727134863535) | > loss_0: 2.3296520709991455 (2.294727643330892) | > loss_gen: 2.226245641708374 (2.2477481365203857) | > loss_kl: 3.7014849185943604 (3.075098673502604) | > loss_feat: 7.6120758056640625 (6.849926471710205) | > loss_mel: 17.666706085205078 (18.489016850789387) | > loss_duration: 2.361182928085327 (2.420379320780436) | > loss_1: 33.56769561767578 (33.08216921488444)  --> STEP: 4 | > loss_disc: 2.3852784633636475 (2.317365348339081) | > loss_disc_real_0: 0.15889579057693481 (0.12301354855298996) | > loss_disc_real_1: 0.25908878445625305 (0.19954238086938858) | > loss_disc_real_2: 0.22426751255989075 (0.17135241255164146) | > loss_disc_real_3: 0.20414622128009796 (0.21026045456528664) | > loss_disc_real_4: 0.17649686336517334 (0.1920531988143921) | > loss_disc_real_5: 0.18912242352962494 (0.20514605939388275) | > loss_0: 2.3852784633636475 (2.317365348339081) | > loss_gen: 2.348681688308716 (2.2729815244674683) | > loss_kl: 3.530489206314087 (3.188946306705475) | > loss_feat: 5.91940975189209 (6.617297291755676) | > loss_mel: 16.163471221923828 (17.907630443572998) | > loss_duration: 2.3573668003082275 (2.404626190662384) | > loss_1: 30.31941795349121 (32.39148139953613)  --> STEP: 5 | > loss_disc: 2.286348581314087 (2.311161994934082) | > loss_disc_real_0: 0.15490400791168213 (0.1293916404247284) | > loss_disc_real_1: 0.17624935507774353 (0.19488377571105958) | > loss_disc_real_2: 0.1703956127166748 (0.17116105258464814) | > loss_disc_real_3: 0.16957634687423706 (0.20212363302707673) | > loss_disc_real_4: 0.19254757463932037 (0.19215207397937775) | > loss_disc_real_5: 0.2563968896865845 (0.2153962254524231) | > loss_0: 2.286348581314087 (2.311161994934082) | > loss_gen: 2.4474833011627197 (2.3078818798065184) | > loss_kl: 3.3822243213653564 (3.227601909637451) | > loss_feat: 6.000206470489502 (6.493879127502441) | > loss_mel: 18.64215087890625 (18.05453453063965) | > loss_duration: 2.4279651641845703 (2.4092939853668214) | > loss_1: 32.90003204345703 (32.49319152832031)  --> STEP: 6 | > loss_disc: 2.306487560272217 (2.310382922490438) | > loss_disc_real_0: 0.20029185712337494 (0.14120834320783615) | > loss_disc_real_1: 0.1699793040752411 (0.19073303043842316) | > loss_disc_real_2: 0.21720942854881287 (0.1788357819120089) | > loss_disc_real_3: 0.222773477435112 (0.20556527376174927) | > loss_disc_real_4: 0.2039974331855774 (0.19412630051374435) | > loss_disc_real_5: 0.2258417010307312 (0.21713713804880777) | > loss_0: 2.306487560272217 (2.310382922490438) | > loss_gen: 2.4896817207336426 (2.3381818532943726) | > loss_kl: 2.8173320293426514 (3.1592235962549844) | > loss_feat: 5.023258686065674 (6.2487757205963135) | > loss_mel: 18.66874122619629 (18.156902313232422) | > loss_duration: 2.224973678588867 (2.378573934237162) | > loss_1: 31.22398567199707 (32.281657218933105)  --> STEP: 7 | > loss_disc: 2.1890666484832764 (2.2930520262037004) | > loss_disc_real_0: 0.09091261774301529 (0.1340232395700046) | > loss_disc_real_1: 0.1621353030204773 (0.18664764080728805) | > loss_disc_real_2: 0.24706889688968658 (0.18858336976596288) | > loss_disc_real_3: 0.20365402102470398 (0.20529223765645707) | > loss_disc_real_4: 0.1664552241563797 (0.1901732896055494) | > loss_disc_real_5: 0.18476606905460358 (0.2125126996210643) | > loss_0: 2.1890666484832764 (2.2930520262037004) | > loss_gen: 2.290628433227539 (2.3313885075705394) | > loss_kl: 4.379971027374268 (3.333616086414882) | > loss_feat: 6.055960655212402 (6.221230711255755) | > loss_mel: 18.281538009643555 (18.174707412719727) | > loss_duration: 2.5264177322387695 (2.3996944768088206) | > loss_1: 33.534515380859375 (32.460636956351145)  --> STEP: 8 | > loss_disc: 2.1700077056884766 (2.2776714861392975) | > loss_disc_real_0: 0.07304216921329498 (0.1264006057754159) | > loss_disc_real_1: 0.17626112699508667 (0.18534932658076286) | > loss_disc_real_2: 0.12704625725746155 (0.1808912307024002) | > loss_disc_real_3: 0.13315647840499878 (0.1962752677500248) | > loss_disc_real_4: 0.15911981463432312 (0.18629160523414612) | > loss_disc_real_5: 0.17220063507556915 (0.20747369155287743) | > loss_0: 2.1700077056884766 (2.2776714861392975) | > loss_gen: 2.0880255699157715 (2.3009681403636932) | > loss_kl: 3.1282620429992676 (3.3079468309879303) | > loss_feat: 8.840909004211426 (6.548690497875214) | > loss_mel: 19.802602767944336 (18.378194332122803) | > loss_duration: 2.279283046722412 (2.3846430480480194) | > loss_1: 36.13908004760742 (32.92044234275818)  --> STEP: 9 | > loss_disc: 2.2034146785736084 (2.2694207297431097) | > loss_disc_real_0: 0.11414993554353714 (0.12503942019409603) | > loss_disc_real_1: 0.16971665620803833 (0.1836123632060157) | > loss_disc_real_2: 0.20511332154273987 (0.18358257412910461) | > loss_disc_real_3: 0.2166639268398285 (0.19854067431555855) | > loss_disc_real_4: 0.15268556773662567 (0.18255760106775495) | > loss_disc_real_5: 0.16566351056098938 (0.20282811588711208) | > loss_0: 2.2034146785736084 (2.2694207297431097) | > loss_gen: 2.1912012100219727 (2.2887718147701688) | > loss_kl: 2.7115092277526855 (3.2416759861840143) | > loss_feat: 9.309774398803711 (6.85547759797838) | > loss_mel: 20.535062789916992 (18.617846382988823) | > loss_duration: 2.1531381607055664 (2.358920282787747) | > loss_1: 36.90068435668945 (33.362691455417206)  --> STEP: 10 | > loss_disc: 2.197474241256714 (2.2622260808944703) | > loss_disc_real_0: 0.15673233568668365 (0.1282087117433548) | > loss_disc_real_1: 0.19756093621253967 (0.1850072205066681) | > loss_disc_real_2: 0.24626652896404266 (0.18985096961259842) | > loss_disc_real_3: 0.17718563973903656 (0.19640517085790635) | > loss_disc_real_4: 0.1305323988199234 (0.1773550808429718) | > loss_disc_real_5: 0.18913093209266663 (0.20145839750766753) | > loss_0: 2.197474241256714 (2.2622260808944703) | > loss_gen: 2.485337257385254 (2.3084283590316774) | > loss_kl: 2.882474660873413 (3.205755853652954) | > loss_feat: 8.670589447021484 (7.03698878288269) | > loss_mel: 18.067668914794922 (18.562828636169435) | > loss_duration: 2.390045166015625 (2.3620327711105347) | > loss_1: 34.496116638183594 (33.476033973693845)  --> STEP: 11 | > loss_disc: 2.736391067504883 (2.305331988768144) | > loss_disc_real_0: 0.15961536765098572 (0.13106386228041214) | > loss_disc_real_1: 0.2993646264076233 (0.19540334831584583) | > loss_disc_real_2: 0.18733441829681396 (0.18962219222025437) | > loss_disc_real_3: 0.28059014678001404 (0.20405835048718887) | > loss_disc_real_4: 0.23431026935577393 (0.18253282525322653) | > loss_disc_real_5: 0.26839005947113037 (0.20754309404980054) | > loss_0: 2.736391067504883 (2.305331988768144) | > loss_gen: 2.222400426864624 (2.3006076379255815) | > loss_kl: 3.3184821605682373 (3.2160036997361616) | > loss_feat: 6.2088494300842285 (6.961703387173739) | > loss_mel: 17.238739013671875 (18.44245685230602) | > loss_duration: 2.523298978805542 (2.3766933354464443) | > loss_1: 31.511770248413086 (33.29746454412287)  --> STEP: 12 | > loss_disc: 2.646994113922119 (2.3338038325309753) | > loss_disc_real_0: 0.11238577216863632 (0.12950735477109748) | > loss_disc_real_1: 0.24477192759513855 (0.19951739658912024) | > loss_disc_real_2: 0.2383810430765152 (0.19368542979160944) | > loss_disc_real_3: 0.16127192974090576 (0.2004928154249986) | > loss_disc_real_4: 0.17366033792495728 (0.1817934513092041) | > loss_disc_real_5: 0.1581616997718811 (0.2034279778599739) | > loss_0: 2.646994113922119 (2.3338038325309753) | > loss_gen: 1.9795708656311035 (2.2738545735677085) | > loss_kl: 2.805738687515259 (3.181814948717753) | > loss_feat: 6.226151943206787 (6.900407433509827) | > loss_mel: 18.659225463867188 (18.46052090326945) | > loss_duration: 2.3162472248077393 (2.3716561595598855) | > loss_1: 31.986934661865234 (33.1882537206014)  --> STEP: 13 | > loss_disc: 2.524040937423706 (2.3484374559842625) | > loss_disc_real_0: 0.153518944978714 (0.13135440017168337) | > loss_disc_real_1: 0.24405644834041595 (0.20294347749306604) | > loss_disc_real_2: 0.20111212134361267 (0.19425671375714815) | > loss_disc_real_3: 0.2829398214817047 (0.206834892813976) | > loss_disc_real_4: 0.2287272810935974 (0.1854037459080036) | > loss_disc_real_5: 0.25057274103164673 (0.20705449810394874) | > loss_0: 2.524040937423706 (2.3484374559842625) | > loss_gen: 2.164057731628418 (2.2654086626493015) | > loss_kl: 2.3693883419036865 (3.1193205943474402) | > loss_feat: 5.430768013000488 (6.787358247316801) | > loss_mel: 14.481876373291016 (18.15447132404034) | > loss_duration: 2.235276222229004 (2.361165395149818) | > loss_1: 26.681365966796875 (32.687723893385666)  --> STEP: 14 | > loss_disc: 2.3154447078704834 (2.3460808311189925) | > loss_disc_real_0: 0.14610031247138977 (0.1324076796216624) | > loss_disc_real_1: 0.22272349894046783 (0.20435633616788046) | > loss_disc_real_2: 0.11348672211170197 (0.1884874286396163) | > loss_disc_real_3: 0.1861271858215332 (0.20535577088594437) | > loss_disc_real_4: 0.2028568685054779 (0.1866503975221089) | > loss_disc_real_5: 0.20836804807186127 (0.2071483231016568) | > loss_0: 2.3154447078704834 (2.3460808311189925) | > loss_gen: 2.343912124633789 (2.2710160527910506) | > loss_kl: 4.422479629516602 (3.2124033825738088) | > loss_feat: 6.3805646896362305 (6.758301564625332) | > loss_mel: 19.489910125732422 (18.24985980987549) | > loss_duration: 2.3487765789031982 (2.3602804797036305) | > loss_1: 34.98564147949219 (32.85186086382185)  --> STEP: 15 | > loss_disc: 2.4137368202209473 (2.350591230392456) | > loss_disc_real_0: 0.18859389424324036 (0.13615342726310092) | > loss_disc_real_1: 0.16439379751682281 (0.2016921669244766) | > loss_disc_real_2: 0.20485110580921173 (0.18957834045092264) | > loss_disc_real_3: 0.21082572638988495 (0.20572043458620706) | > loss_disc_real_4: 0.2111181914806366 (0.18828158378601073) | > loss_disc_real_5: 0.22814317047595978 (0.20854797959327698) | > loss_0: 2.4137368202209473 (2.350591230392456) | > loss_gen: 2.2695839405059814 (2.2709205786387128) | > loss_kl: 3.7492032051086426 (3.2481900374094645) | > loss_feat: 5.50558614730835 (6.674787203470866) | > loss_mel: 18.450721740722656 (18.2632506052653) | > loss_duration: 2.35322904586792 (2.359810384114583) | > loss_1: 32.32832336425781 (32.81695836385091)  --> STEP: 16 | > loss_disc: 2.7535412311553955 (2.3757756054401398) | > loss_disc_real_0: 0.19987079501152039 (0.14013576274737713) | > loss_disc_real_1: 0.2538609504699707 (0.20495271589607) | > loss_disc_real_2: 0.18140806257724762 (0.18906769808381796) | > loss_disc_real_3: 0.22022360563278198 (0.206626882776618) | > loss_disc_real_4: 0.19716575741767883 (0.18883684463799) | > loss_disc_real_5: 0.19529418647289276 (0.20771961752325296) | > loss_0: 2.7535412311553955 (2.3757756054401398) | > loss_gen: 1.891087293624878 (2.247180998325348) | > loss_kl: 2.810854196548462 (3.220856547355652) | > loss_feat: 4.840480327606201 (6.560143023729324) | > loss_mel: 14.451910972595215 (18.02504187822342) | > loss_duration: 2.3732142448425293 (2.36064812541008) | > loss_1: 26.36754608154297 (32.413870096206665)  --> STEP: 17 | > loss_disc: 2.249758243560791 (2.368362819447237) | > loss_disc_real_0: 0.13318058848381042 (0.13972663484952028) | > loss_disc_real_1: 0.13462935388088226 (0.20081604754223542) | > loss_disc_real_2: 0.16888222098350525 (0.18788031707791722) | > loss_disc_real_3: 0.23489490151405334 (0.20828970740823186) | > loss_disc_real_4: 0.20684266090393066 (0.1898960103006924) | > loss_disc_real_5: 0.26836201548576355 (0.21128681740340063) | > loss_0: 2.249758243560791 (2.368362819447237) | > loss_gen: 2.32224440574646 (2.251596492879531) | > loss_kl: 2.5170838832855225 (3.1794581553515266) | > loss_feat: 4.868130207061768 (6.460612858042998) | > loss_mel: 18.243906021118164 (18.03791623957017) | > loss_duration: 2.428767442703247 (2.364655144074384) | > loss_1: 30.3801326751709 (32.29423848320456)  --> STEP: 18 | > loss_disc: 2.4228806495666504 (2.3713915877872043) | > loss_disc_real_0: 0.11440348625183105 (0.13831979326075974) | > loss_disc_real_1: 0.23268896341323853 (0.20258676509062448) | > loss_disc_real_2: 0.13435214757919312 (0.18490652988354364) | > loss_disc_real_3: 0.224789097905159 (0.2092063402136167) | > loss_disc_real_4: 0.18623177707195282 (0.18969244178798464) | > loss_disc_real_5: 0.24206773936748505 (0.21299686862362754) | > loss_0: 2.4228806495666504 (2.3713915877872043) | > loss_gen: 2.1226823329925537 (2.2444345951080322) | > loss_kl: 2.802921772003174 (3.158539467387729) | > loss_feat: 8.736042976379395 (6.5870256423950195) | > loss_mel: 18.22696304321289 (18.04841883977254) | > loss_duration: 2.2362923622131348 (2.3575238784154258) | > loss_1: 34.12490463256836 (32.39594215816922)  --> STEP: 19 | > loss_disc: 2.5338833332061768 (2.3799437849145186) | > loss_disc_real_0: 0.23813539743423462 (0.14357324611199526) | > loss_disc_real_1: 0.24676577746868134 (0.20491197626841695) | > loss_disc_real_2: 0.14551657438278198 (0.182833374330872) | > loss_disc_real_3: 0.1846042275428772 (0.20791149217831462) | > loss_disc_real_4: 0.17388230562210083 (0.18886032935820127) | > loss_disc_real_5: 0.20556868612766266 (0.21260591165015572) | > loss_0: 2.5338833332061768 (2.3799437849145186) | > loss_gen: 2.083348035812378 (2.235956355145103) | > loss_kl: 2.1563260555267334 (3.105791393079256) | > loss_feat: 6.602809429168701 (6.587856368014687) | > loss_mel: 17.03551483154297 (17.9951081024973) | > loss_duration: 2.3524913787841797 (2.357259010013781) | > loss_1: 30.23048973083496 (32.2819709777832)  --> STEP: 20 | > loss_disc: 2.6365549564361572 (2.3927743434906006) | > loss_disc_real_0: 0.23813696205615997 (0.1483014319092035) | > loss_disc_real_1: 0.24335633218288422 (0.20683419406414033) | > loss_disc_real_2: 0.200911283493042 (0.18373726978898047) | > loss_disc_real_3: 0.19251278042793274 (0.20714155659079553) | > loss_disc_real_4: 0.19712553918361664 (0.18927358984947204) | > loss_disc_real_5: 0.2192896008491516 (0.2129400961101055) | > loss_0: 2.6365549564361572 (2.3927743434906006) | > loss_gen: 2.0417582988739014 (2.226246452331543) | > loss_kl: 2.2590415477752686 (3.063453900814056) | > loss_feat: 5.401140213012695 (6.528520560264587) | > loss_mel: 16.44999122619629 (17.917852258682252) | > loss_duration: 2.31790828704834 (2.355291473865509) | > loss_1: 28.469837188720703 (32.09136428833008)  --> STEP: 21 | > loss_disc: 2.3082504272460938 (2.388749395098005) | > loss_disc_real_0: 0.14241831004619598 (0.1480212832490603) | > loss_disc_real_1: 0.18258978426456451 (0.20567969835939862) | > loss_disc_real_2: 0.2442661076784134 (0.18661959540276302) | > loss_disc_real_3: 0.2469329982995987 (0.20903638714835757) | > loss_disc_real_4: 0.17473086714744568 (0.18858107924461365) | > loss_disc_real_5: 0.22714954614639282 (0.21361673658802396) | > loss_0: 2.3082504272460938 (2.388749395098005) | > loss_gen: 2.3615715503692627 (2.2326905046190535) | > loss_kl: 2.3454484939575195 (3.0292631671542214) | > loss_feat: 5.3940558433532715 (6.474498430887858) | > loss_mel: 16.299571990966797 (17.840791293552943) | > loss_duration: 2.1944942474365234 (2.3476344630831765) | > loss_1: 28.595142364501953 (31.924877530052548)  --> STEP: 22 | > loss_disc: 2.77640438079834 (2.4063700762662026) | > loss_disc_real_0: 0.14848457276821136 (0.14804234186356718) | > loss_disc_real_1: 0.26697149872779846 (0.20846568928523498) | > loss_disc_real_2: 0.15353147685527802 (0.18511559001424097) | > loss_disc_real_3: 0.14546380937099457 (0.2061467245221138) | > loss_disc_real_4: 0.20306599140167236 (0.18923948434266177) | > loss_disc_real_5: 0.20840321481227875 (0.21337975832549008) | > loss_0: 2.77640438079834 (2.4063700762662026) | > loss_gen: 1.8570502996444702 (2.2156159498474817) | > loss_kl: 2.4703047275543213 (3.003855965354226) | > loss_feat: 5.079649925231934 (6.411096226085316) | > loss_mel: 16.152353286743164 (17.764044111425225) | > loss_duration: 2.1985082626342773 (2.340855999426408) | > loss_1: 27.75786590576172 (31.7354679107666)  --> STEP: 23 | > loss_disc: 2.656716823577881 (2.417254717453667) | > loss_disc_real_0: 0.278960257768631 (0.15373442516378735) | > loss_disc_real_1: 0.2551051378250122 (0.21049349139566007) | > loss_disc_real_2: 0.25579342246055603 (0.18818853925103726) | > loss_disc_real_3: 0.26929572224617004 (0.2088923331188119) | > loss_disc_real_4: 0.2036779224872589 (0.18986724252286163) | > loss_disc_real_5: 0.22410301864147186 (0.21384598703488059) | > loss_0: 2.656716823577881 (2.417254717453667) | > loss_gen: 2.3547348976135254 (2.2216645997503535) | > loss_kl: 2.456264019012451 (2.980047619861105) | > loss_feat: 4.544828414916992 (6.329954147338867) | > loss_mel: 16.3878173828125 (17.70420816670293) | > loss_duration: 2.272296190261841 (2.3378751381583838) | > loss_1: 28.015941619873047 (31.573749376379926)  --> STEP: 24 | > loss_disc: 2.6214873790740967 (2.4257644116878514) | > loss_disc_real_0: 0.1717163622379303 (0.15448367254187664) | > loss_disc_real_1: 0.21051983535289764 (0.21049458906054497) | > loss_disc_real_2: 0.2494749128818512 (0.1907421381523212) | > loss_disc_real_3: 0.2900964915752411 (0.21227583972116312) | > loss_disc_real_4: 0.25988802313804626 (0.19278477504849434) | > loss_disc_real_5: 0.3055015504360199 (0.2176649688432614) | > loss_0: 2.6214873790740967 (2.4257644116878514) | > loss_gen: 2.310957431793213 (2.225385134418806) | > loss_kl: 2.47349214553833 (2.9589411417643228) | > loss_feat: 5.365336894989014 (6.28976176182429) | > loss_mel: 16.117191314697266 (17.638082464536026) | > loss_duration: 2.411531925201416 (2.3409441709518437) | > loss_1: 28.678508758544922 (31.4531143506368)  --> STEP: 25 | > loss_disc: 2.416132926940918 (2.425379152297974) | > loss_disc_real_0: 0.1708069145679474 (0.15513660222291947) | > loss_disc_real_1: 0.3321547508239746 (0.21536099553108215) | > loss_disc_real_2: 0.1352226585149765 (0.1885213589668274) | > loss_disc_real_3: 0.19822686910629272 (0.21171388089656829) | > loss_disc_real_4: 0.18457503616809845 (0.1924563854932785) | > loss_disc_real_5: 0.21593144536018372 (0.2175956279039383) | > loss_0: 2.416132926940918 (2.425379152297974) | > loss_gen: 2.3115766048431396 (2.2288327932357794) | > loss_kl: 3.0517914295196533 (2.962655153274536) | > loss_feat: 6.665898323059082 (6.304807224273682) | > loss_mel: 14.22794246673584 (17.50167686462402) | > loss_duration: 2.3637752532958984 (2.341857414245606) | > loss_1: 28.62098503112793 (31.339829177856444)  --> STEP: 26 | > loss_disc: 2.472083568572998 (2.4271754760008597) | > loss_disc_real_0: 0.22417566180229187 (0.15779195066827995) | > loss_disc_real_1: 0.1782582849264145 (0.21393396820013338) | > loss_disc_real_2: 0.10846173763275146 (0.18544214276167062) | > loss_disc_real_3: 0.14919210970401764 (0.2093091973891625) | > loss_disc_real_4: 0.21494893729686737 (0.19332148363957039) | > loss_disc_real_5: 0.2044578492641449 (0.2170903287254847) | > loss_0: 2.472083568572998 (2.4271754760008597) | > loss_gen: 2.115583896636963 (2.224477066443517) | > loss_kl: 2.5342929363250732 (2.9461796833918643) | > loss_feat: 6.200457572937012 (6.3007937761453485) | > loss_mel: 17.537416458129883 (17.503051464374245) | > loss_duration: 2.32413387298584 (2.341175739581769) | > loss_1: 30.711883544921875 (31.315677422743576) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024206454937274638 (-0.00024625888237586385) | > avg_loss_disc: 2.4271754760008597 (-0.0035563065455503917) | > avg_loss_disc_real_0: 0.15779195066827995 (+0.04677942180289672) | > avg_loss_disc_real_1: 0.21393396820013338 (+0.007386245406590969) | > avg_loss_disc_real_2: 0.18544214276167062 (-0.061157209368852467) | > avg_loss_disc_real_3: 0.2093091973891625 (-0.02586405724287033) | > avg_loss_disc_real_4: 0.19332148363957039 (-0.07780941002644029) | > avg_loss_disc_real_5: 0.2170903287254847 (-0.012952638933291793) | > avg_loss_0: 2.4271754760008597 (-0.0035563065455503917) | > avg_loss_gen: 2.224477066443517 (-0.12103260021943285) | > avg_loss_kl: 2.9461796833918643 (+0.1597669353851905) | > avg_loss_feat: 6.3007937761453485 (-0.8294240511380702) | > avg_loss_mel: 17.503051464374245 (-0.6420102853041456) | > avg_loss_duration: 2.341175739581769 (-0.00807211032280497) | > avg_loss_1: 31.315677422743576 (-1.4407724967369688)  > EPOCH: 568/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:12:12)   --> TIME: 2024-06-11 16:12:17 -- STEP: 9/330 -- GLOBAL_STEP: 275450 | > loss_disc: 2.3529844284057617 (2.3219641049702964) | > loss_disc_real_0: 0.12303571403026581 (0.1002448441253768) | > loss_disc_real_1: 0.19253571331501007 (0.20821959442562527) | > loss_disc_real_2: 0.22832153737545013 (0.2006724261575275) | > loss_disc_real_3: 0.2277551293373108 (0.22525768975416818) | > loss_disc_real_4: 0.22375959157943726 (0.22949352032608455) | > loss_disc_real_5: 0.23959863185882568 (0.22599021097024283) | > loss_0: 2.3529844284057617 (2.3219641049702964) | > grad_norm_0: tensor(11.5680, device='cuda:0') (tensor(7.4925, device='cuda:0')) | > loss_gen: 2.547078847885132 (2.527495410707262) | > loss_kl: 1.7295565605163574 (1.8096346855163574) | > loss_feat: 6.408979415893555 (6.876506752438015) | > loss_mel: 17.815738677978516 (17.907122506035698) | > loss_duration: 2.076166868209839 (2.1434662871890597) | > loss_1: 30.5775203704834 (31.264225218031143) | > grad_norm_1: tensor(68.2209, device='cuda:0') (tensor(70.0873, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3766 (0.3785792721642388) | > loader_time: 0.0027 (0.0031055079566107858)  --> TIME: 2024-06-11 16:12:26 -- STEP: 34/330 -- GLOBAL_STEP: 275475 | > loss_disc: 2.367253541946411 (2.3283601508421055) | > loss_disc_real_0: 0.11834240704774857 (0.10714845797594856) | > loss_disc_real_1: 0.21794010698795319 (0.2018565469804932) | > loss_disc_real_2: 0.210064098238945 (0.20880033338771148) | > loss_disc_real_3: 0.24407953023910522 (0.22468259448514266) | > loss_disc_real_4: 0.23791314661502838 (0.2259647044188836) | > loss_disc_real_5: 0.21880142390727997 (0.21775074259323232) | > loss_0: 2.367253541946411 (2.3283601508421055) | > grad_norm_0: tensor(10.3714, device='cuda:0') (tensor(7.5090, device='cuda:0')) | > loss_gen: 2.5990028381347656 (2.527445119969985) | > loss_kl: 2.151414394378662 (1.9003804396180546) | > loss_feat: 7.881906986236572 (7.071176949669333) | > loss_mel: 18.59029769897461 (17.92837961982278) | > loss_duration: 2.035400390625 (2.0393465476877553) | > loss_1: 33.25802230834961 (31.466728603138645) | > grad_norm_1: tensor(111.7609, device='cuda:0') (tensor(75.1226, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3755 (0.366903494386112) | > loader_time: 0.0035 (0.003291929469389074)  --> TIME: 2024-06-11 16:12:35 -- STEP: 59/330 -- GLOBAL_STEP: 275500 | > loss_disc: 2.410249948501587 (2.3576546604350463) | > loss_disc_real_0: 0.1254589706659317 (0.11099007018541886) | > loss_disc_real_1: 0.1992788016796112 (0.2023999269230891) | > loss_disc_real_2: 0.22196605801582336 (0.21082033722077387) | > loss_disc_real_3: 0.23650488257408142 (0.23006770519886988) | > loss_disc_real_4: 0.24874268472194672 (0.23058444867699834) | > loss_disc_real_5: 0.24645066261291504 (0.2214893862857657) | > loss_0: 2.410249948501587 (2.3576546604350463) | > grad_norm_0: tensor(8.0658, device='cuda:0') (tensor(7.8231, device='cuda:0')) | > loss_gen: 2.474001407623291 (2.498390112893056) | > loss_kl: 1.8205533027648926 (1.9037570205785461) | > loss_feat: 6.699235916137695 (6.998821218134993) | > loss_mel: 16.933300018310547 (17.80642111826751) | > loss_duration: 1.9810066223144531 (2.016128618838423) | > loss_1: 29.908096313476562 (31.223517951318772) | > grad_norm_1: tensor(74.9306, device='cuda:0') (tensor(71.0915, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3622 (0.36773475549988827) | > loader_time: 0.0034 (0.0033860529883433196) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_275500.pth  --> TIME: 2024-06-11 16:12:50 -- STEP: 84/330 -- GLOBAL_STEP: 275525 | > loss_disc: 2.317491054534912 (2.353006629716783) | > loss_disc_real_0: 0.09584742039442062 (0.11063480811814468) | > loss_disc_real_1: 0.19149966537952423 (0.20041296950408385) | > loss_disc_real_2: 0.22730126976966858 (0.21084160907637506) | > loss_disc_real_3: 0.23630785942077637 (0.229445266581717) | > loss_disc_real_4: 0.21802538633346558 (0.23103178931134088) | > loss_disc_real_5: 0.22890983521938324 (0.22169461597998938) | > loss_0: 2.317491054534912 (2.353006629716783) | > grad_norm_0: tensor(7.1208, device='cuda:0') (tensor(8.7662, device='cuda:0')) | > loss_gen: 2.552541494369507 (2.4923599617821828) | > loss_kl: 2.0102150440216064 (1.9243046442667644) | > loss_feat: 7.124621391296387 (7.009783994583857) | > loss_mel: 17.874956130981445 (17.731972955522092) | > loss_duration: 2.084036350250244 (2.007671790463583) | > loss_1: 31.64636993408203 (31.166093167804537) | > grad_norm_1: tensor(135.2089, device='cuda:0') (tensor(79.0035, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3782 (0.3735235503741673) | > loader_time: 0.0042 (0.003450478826250349)  --> TIME: 2024-06-11 16:12:59 -- STEP: 109/330 -- GLOBAL_STEP: 275550 | > loss_disc: 2.3334598541259766 (2.355331191229164) | > loss_disc_real_0: 0.13211418688297272 (0.11095765417595523) | > loss_disc_real_1: 0.24073384702205658 (0.2004153582207653) | > loss_disc_real_2: 0.18401679396629333 (0.21061722988929224) | > loss_disc_real_3: 0.21482166647911072 (0.22980544914346224) | > loss_disc_real_4: 0.20860925316810608 (0.23185332652625687) | > loss_disc_real_5: 0.19899523258209229 (0.22081505965202228) | > loss_0: 2.3334598541259766 (2.355331191229164) | > grad_norm_0: tensor(15.3933, device='cuda:0') (tensor(9.5407, device='cuda:0')) | > loss_gen: 2.4833216667175293 (2.485382642221013) | > loss_kl: 2.1448490619659424 (1.9298751288597737) | > loss_feat: 6.879029750823975 (6.97189177066908) | > loss_mel: 17.61322784423828 (17.684041145744672) | > loss_duration: 1.9564599990844727 (2.008772309766996) | > loss_1: 31.076889038085938 (31.079962949140356) | > grad_norm_1: tensor(286.3716, device='cuda:0') (tensor(94.0083, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3706 (0.37319586692600076) | > loader_time: 0.0037 (0.003568518052407361)  --> TIME: 2024-06-11 16:13:09 -- STEP: 134/330 -- GLOBAL_STEP: 275575 | > loss_disc: 2.362509250640869 (2.3590671393408704) | > loss_disc_real_0: 0.11126840114593506 (0.1124043762127855) | > loss_disc_real_1: 0.18505652248859406 (0.19968810610806761) | > loss_disc_real_2: 0.20786596834659576 (0.21174988284039853) | > loss_disc_real_3: 0.1841803342103958 (0.2297085417962786) | > loss_disc_real_4: 0.1731882095336914 (0.23135711274929902) | > loss_disc_real_5: 0.1956072598695755 (0.22045021915613716) | > loss_0: 2.362509250640869 (2.3590671393408704) | > grad_norm_0: tensor(15.4169, device='cuda:0') (tensor(10.6389, device='cuda:0')) | > loss_gen: 2.4208765029907227 (2.479400294930187) | > loss_kl: 2.1290030479431152 (1.939873844829958) | > loss_feat: 7.698852062225342 (6.977341559395861) | > loss_mel: 17.526330947875977 (17.705128221369502) | > loss_duration: 2.025064468383789 (2.0125205988314607) | > loss_1: 31.800127029418945 (31.114264545155994) | > grad_norm_1: tensor(162.0396, device='cuda:0') (tensor(113.0799, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3898 (0.37512877272136175) | > loader_time: 0.0046 (0.003671587403140851)  --> TIME: 2024-06-11 16:13:19 -- STEP: 159/330 -- GLOBAL_STEP: 275600 | > loss_disc: 2.413010358810425 (2.3599812939481914) | > loss_disc_real_0: 0.11589319258928299 (0.11366872812779445) | > loss_disc_real_1: 0.18467630445957184 (0.19969246634897195) | > loss_disc_real_2: 0.21382923424243927 (0.21210836698799013) | > loss_disc_real_3: 0.23915687203407288 (0.2296728235933016) | > loss_disc_real_4: 0.25230658054351807 (0.23104283372936008) | > loss_disc_real_5: 0.230635404586792 (0.22067603759420748) | > loss_0: 2.413010358810425 (2.3599812939481914) | > grad_norm_0: tensor(8.1986, device='cuda:0') (tensor(11.5420, device='cuda:0')) | > loss_gen: 2.4011263847351074 (2.4809797499914574) | > loss_kl: 1.8744921684265137 (1.9410988609745818) | > loss_feat: 6.771010875701904 (6.9753130876793055) | > loss_mel: 17.405364990234375 (17.68363911250852) | > loss_duration: 2.04917049407959 (2.015359226262793) | > loss_1: 30.50116729736328 (31.096390106393105) | > grad_norm_1: tensor(118.6442, device='cuda:0') (tensor(126.6065, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.4002 (0.37718705111329653) | > loader_time: 0.0045 (0.003780937794619386)  --> TIME: 2024-06-11 16:13:29 -- STEP: 184/330 -- GLOBAL_STEP: 275625 | > loss_disc: 2.4100940227508545 (2.361207517592803) | > loss_disc_real_0: 0.11877869069576263 (0.11421307002234718) | > loss_disc_real_1: 0.20439355075359344 (0.1991691831499338) | > loss_disc_real_2: 0.20924393832683563 (0.21184570868702038) | > loss_disc_real_3: 0.24396508932113647 (0.230207412544152) | > loss_disc_real_4: 0.24936367571353912 (0.23134426788791365) | > loss_disc_real_5: 0.25323987007141113 (0.2209171191181826) | > loss_0: 2.4100940227508545 (2.361207517592803) | > grad_norm_0: tensor(24.5780, device='cuda:0') (tensor(11.8101, device='cuda:0')) | > loss_gen: 2.5255632400512695 (2.4799131867678255) | > loss_kl: 1.9526594877243042 (1.9501656909351763) | > loss_feat: 6.985193252563477 (6.981757682302724) | > loss_mel: 16.977460861206055 (17.64863169193268) | > loss_duration: 2.056674003601074 (2.0221367232177565) | > loss_1: 30.49755096435547 (31.082605030225672) | > grad_norm_1: tensor(303.1385, device='cuda:0') (tensor(132.3370, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.3955 (0.3795756010905556) | > loader_time: 0.0048 (0.003910529872645502)  --> TIME: 2024-06-11 16:13:39 -- STEP: 209/330 -- GLOBAL_STEP: 275650 | > loss_disc: 2.3778018951416016 (2.362776812183801) | > loss_disc_real_0: 0.11426441371440887 (0.11570502544918129) | > loss_disc_real_1: 0.16702018678188324 (0.19937959284873666) | > loss_disc_real_2: 0.1957394927740097 (0.21196974799678656) | > loss_disc_real_3: 0.23743309080600739 (0.22971514551833486) | > loss_disc_real_4: 0.2048882395029068 (0.2303403151805321) | > loss_disc_real_5: 0.21280133724212646 (0.22059314323669418) | > loss_0: 2.3778018951416016 (2.362776812183801) | > grad_norm_0: tensor(20.4607, device='cuda:0') (tensor(14.6815, device='cuda:0')) | > loss_gen: 2.4912610054016113 (2.4821359620710286) | > loss_kl: 2.0371270179748535 (1.9596547607029453) | > loss_feat: 6.948033809661865 (6.990634350115032) | > loss_mel: 17.817838668823242 (17.618099728269453) | > loss_duration: 2.1169052124023438 (2.0299037883156217) | > loss_1: 31.411165237426758 (31.080428684727426) | > grad_norm_1: tensor(341.8634, device='cuda:0') (tensor(160.4818, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.4034 (0.3818760374516391) | > loader_time: 0.0052 (0.004033365888458689)  --> TIME: 2024-06-11 16:13:50 -- STEP: 234/330 -- GLOBAL_STEP: 275675 | > loss_disc: 2.3319506645202637 (2.3612767875704) | > loss_disc_real_0: 0.07304848730564117 (0.11729502966070277) | > loss_disc_real_1: 0.1656017303466797 (0.19936246851570583) | > loss_disc_real_2: 0.1803906112909317 (0.21184989587109312) | > loss_disc_real_3: 0.24407273530960083 (0.22961964018833944) | > loss_disc_real_4: 0.22271300852298737 (0.22998316828002277) | > loss_disc_real_5: 0.20156735181808472 (0.22048987989496985) | > loss_0: 2.3319506645202637 (2.3612767875704) | > grad_norm_0: tensor(29.8029, device='cuda:0') (tensor(18.3832, device='cuda:0')) | > loss_gen: 2.5466432571411133 (2.48884670041565) | > loss_kl: 1.9891211986541748 (1.9661024941338434) | > loss_feat: 6.9857587814331055 (7.012905412250095) | > loss_mel: 17.203142166137695 (17.597850257514907) | > loss_duration: 2.1046066284179688 (2.038132086778298) | > loss_1: 30.829273223876953 (31.103837005093567) | > grad_norm_1: tensor(415.5180, device='cuda:0') (tensor(186.1003, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.4109 (0.38477563756143945) | > loader_time: 0.0055 (0.004168709119160971)  --> TIME: 2024-06-11 16:14:00 -- STEP: 259/330 -- GLOBAL_STEP: 275700 | > loss_disc: 2.3799874782562256 (2.36019439494748) | > loss_disc_real_0: 0.09644381701946259 (0.11815210735303094) | > loss_disc_real_1: 0.19522368907928467 (0.1990076058389597) | > loss_disc_real_2: 0.22837261855602264 (0.21158400638223154) | > loss_disc_real_3: 0.2331063151359558 (0.2295578600241871) | > loss_disc_real_4: 0.23175477981567383 (0.2300083873699991) | > loss_disc_real_5: 0.21177642047405243 (0.22068439619651636) | > loss_0: 2.3799874782562256 (2.36019439494748) | > grad_norm_0: tensor(22.9387, device='cuda:0') (tensor(19.6908, device='cuda:0')) | > loss_gen: 2.325566053390503 (2.490318638017277) | > loss_kl: 1.9231503009796143 (1.9725067274911063) | > loss_feat: 7.401811599731445 (7.02240819820566) | > loss_mel: 17.685379028320312 (17.564200482313257) | > loss_duration: 2.1407012939453125 (2.045802134804744) | > loss_1: 31.476608276367188 (31.095236266441788) | > grad_norm_1: tensor(93.0076, device='cuda:0') (tensor(204.5129, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.4234 (0.3884047338861296) | > loader_time: 0.0056 (0.004303936792616678)  --> TIME: 2024-06-11 16:14:12 -- STEP: 284/330 -- GLOBAL_STEP: 275725 | > loss_disc: 2.3272812366485596 (2.3603310920822795) | > loss_disc_real_0: 0.09413716197013855 (0.11822914577443415) | > loss_disc_real_1: 0.19392845034599304 (0.1990206578457858) | > loss_disc_real_2: 0.2042102813720703 (0.2114488091057455) | > loss_disc_real_3: 0.23926861584186554 (0.22961504778391872) | > loss_disc_real_4: 0.24898912012577057 (0.22991164411667367) | > loss_disc_real_5: 0.22407978773117065 (0.22078005334650966) | > loss_0: 2.3272812366485596 (2.3603310920822795) | > grad_norm_0: tensor(29.1846, device='cuda:0') (tensor(21.1747, device='cuda:0')) | > loss_gen: 2.5699546337127686 (2.488367812734254) | > loss_kl: 2.0090067386627197 (1.9797078559935932) | > loss_feat: 7.226006031036377 (7.022964034281986) | > loss_mel: 16.708036422729492 (17.513089183350697) | > loss_duration: 2.1584575176239014 (2.055113825999515) | > loss_1: 30.67146110534668 (31.05924277238443) | > grad_norm_1: tensor(537.5179, device='cuda:0') (tensor(223.1822, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.4476 (0.393433068000095) | > loader_time: 0.0063 (0.004471436352796956)  --> TIME: 2024-06-11 16:14:24 -- STEP: 309/330 -- GLOBAL_STEP: 275750 | > loss_disc: 2.513967514038086 (2.3630311674284705) | > loss_disc_real_0: 0.17946922779083252 (0.11911951508192183) | > loss_disc_real_1: 0.2174317091703415 (0.19921677147300493) | > loss_disc_real_2: 0.21483680605888367 (0.21135085893487457) | > loss_disc_real_3: 0.21956661343574524 (0.22950911816076935) | > loss_disc_real_4: 0.2712729871273041 (0.22990460660079537) | > loss_disc_real_5: 0.2510221004486084 (0.2211178094630874) | > loss_0: 2.513967514038086 (2.3630311674284705) | > grad_norm_0: tensor(76.6883, device='cuda:0') (tensor(23.1259, device='cuda:0')) | > loss_gen: 2.5910215377807617 (2.4880548704017693) | > loss_kl: 1.923209309577942 (1.9851424234970487) | > loss_feat: 7.366847991943359 (7.038089395726769) | > loss_mel: 16.903369903564453 (17.45527174249052) | > loss_duration: 2.2376320362091064 (2.0666439286327662) | > loss_1: 31.022083282470703 (31.033202415145333) | > grad_norm_1: tensor(417.8068, device='cuda:0') (tensor(241.2488, device='cuda:0')) | > current_lr_0: 0.00018629155168602374 | > current_lr_1: 0.00018629155168602374 | > step_time: 0.5019 (0.40093761894695196) | > loader_time: 0.0074 (0.004665174916338376)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.114325761795044 (2.114325761795044) | > loss_disc_real_0: 0.06095948442816734 (0.06095948442816734) | > loss_disc_real_1: 0.21866509318351746 (0.21866509318351746) | > loss_disc_real_2: 0.2794806957244873 (0.2794806957244873) | > loss_disc_real_3: 0.19689366221427917 (0.19689366221427917) | > loss_disc_real_4: 0.21335327625274658 (0.21335327625274658) | > loss_disc_real_5: 0.17316246032714844 (0.17316246032714844) | > loss_0: 2.114325761795044 (2.114325761795044) | > loss_gen: 2.7482357025146484 (2.7482357025146484) | > loss_kl: 1.9543994665145874 (1.9543994665145874) | > loss_feat: 8.710420608520508 (8.710420608520508) | > loss_mel: 18.452646255493164 (18.452646255493164) | > loss_duration: 3.0254290103912354 (3.0254290103912354) | > loss_1: 34.89113235473633 (34.89113235473633)  --> STEP: 1 | > loss_disc: 2.3282437324523926 (2.3282437324523926) | > loss_disc_real_0: 0.07823497802019119 (0.07823497802019119) | > loss_disc_real_1: 0.18133440613746643 (0.18133440613746643) | > loss_disc_real_2: 0.1903643161058426 (0.1903643161058426) | > loss_disc_real_3: 0.2008386105298996 (0.2008386105298996) | > loss_disc_real_4: 0.21255843341350555 (0.21255843341350555) | > loss_disc_real_5: 0.23628109693527222 (0.23628109693527222) | > loss_0: 2.3282437324523926 (2.3282437324523926) | > loss_gen: 2.2532782554626465 (2.2532782554626465) | > loss_kl: 3.0590474605560303 (3.0590474605560303) | > loss_feat: 5.386612892150879 (5.386612892150879) | > loss_mel: 17.423757553100586 (17.423757553100586) | > loss_duration: 2.3822832107543945 (2.3822832107543945) | > loss_1: 30.504981994628906 (30.504981994628906)  --> STEP: 2 | > loss_disc: 2.294346809387207 (2.3112952709198) | > loss_disc_real_0: 0.1247536763548851 (0.10149432718753815) | > loss_disc_real_1: 0.2648300230503082 (0.22308221459388733) | > loss_disc_real_2: 0.3008134663105011 (0.24558889120817184) | > loss_disc_real_3: 0.24093733727931976 (0.22088797390460968) | > loss_disc_real_4: 0.24559828639030457 (0.22907835990190506) | > loss_disc_real_5: 0.26187247037887573 (0.24907678365707397) | > loss_0: 2.294346809387207 (2.3112952709198) | > loss_gen: 2.9737539291381836 (2.613516092300415) | > loss_kl: 2.990358352661133 (3.0247029066085815) | > loss_feat: 6.412703514099121 (5.899658203125) | > loss_mel: 18.681610107421875 (18.05268383026123) | > loss_duration: 2.488065719604492 (2.4351744651794434) | > loss_1: 33.54649353027344 (32.02573776245117)  --> STEP: 3 | > loss_disc: 2.0028045177459717 (2.208465019861857) | > loss_disc_real_0: 0.1328400820493698 (0.11194291214148204) | > loss_disc_real_1: 0.15015187859535217 (0.1987721025943756) | > loss_disc_real_2: 0.18455186486244202 (0.22524321575959524) | > loss_disc_real_3: 0.1679181456565857 (0.20323136448860168) | > loss_disc_real_4: 0.16097092628479004 (0.2063758820295334) | > loss_disc_real_5: 0.19239038228988647 (0.23018131653467813) | > loss_0: 2.0028045177459717 (2.208465019861857) | > loss_gen: 2.8174824714660645 (2.6815048853556314) | > loss_kl: 3.5581977367401123 (3.2025345166524253) | > loss_feat: 7.652170658111572 (6.483829021453857) | > loss_mel: 18.230627059936523 (18.111998240152996) | > loss_duration: 2.372920513153076 (2.414423147837321) | > loss_1: 34.63139724731445 (32.894290924072266)  --> STEP: 4 | > loss_disc: 2.3794002532958984 (2.2511988282203674) | > loss_disc_real_0: 0.14204108715057373 (0.11946745589375496) | > loss_disc_real_1: 0.18964184820652008 (0.19648953899741173) | > loss_disc_real_2: 0.17792102694511414 (0.21341266855597496) | > loss_disc_real_3: 0.2843579649925232 (0.22351301461458206) | > loss_disc_real_4: 0.23562143743038177 (0.21368727087974548) | > loss_disc_real_5: 0.24366694688796997 (0.2335527241230011) | > loss_0: 2.3794002532958984 (2.2511988282203674) | > loss_gen: 2.4217655658721924 (2.6165700554847717) | > loss_kl: 3.719606876373291 (3.3318026065826416) | > loss_feat: 5.868592739105225 (6.330019950866699) | > loss_mel: 18.45175552368164 (18.196937561035156) | > loss_duration: 2.3802881240844727 (2.405889391899109) | > loss_1: 32.842010498046875 (32.88122081756592)  --> STEP: 5 | > loss_disc: 2.678197145462036 (2.3365984916687013) | > loss_disc_real_0: 0.19858485460281372 (0.1352909356355667) | > loss_disc_real_1: 0.26474863290786743 (0.21014135777950288) | > loss_disc_real_2: 0.26706603169441223 (0.22414334118366241) | > loss_disc_real_3: 0.2817278802394867 (0.23515598773956298) | > loss_disc_real_4: 0.31749144196510315 (0.23444810509681702) | > loss_disc_real_5: 0.3144892156124115 (0.24974002242088317) | > loss_0: 2.678197145462036 (2.3365984916687013) | > loss_gen: 2.793936252593994 (2.6520432949066164) | > loss_kl: 3.07357120513916 (3.2801563262939455) | > loss_feat: 5.9716410636901855 (6.2583441734313965) | > loss_mel: 19.828454971313477 (18.52324104309082) | > loss_duration: 2.4617509841918945 (2.417061710357666) | > loss_1: 34.12935256958008 (33.13084716796875)  --> STEP: 6 | > loss_disc: 2.378802537918091 (2.3436324993769326) | > loss_disc_real_0: 0.19332528114318848 (0.14496332655350366) | > loss_disc_real_1: 0.27928465604782104 (0.22166524082422256) | > loss_disc_real_2: 0.24343903362751007 (0.22735928992430368) | > loss_disc_real_3: 0.2602875232696533 (0.23934457699457803) | > loss_disc_real_4: 0.24351279437541962 (0.2359588866432508) | > loss_disc_real_5: 0.19833314418792725 (0.2411722093820572) | > loss_0: 2.378802537918091 (2.3436324993769326) | > loss_gen: 2.763169527053833 (2.670564333597819) | > loss_kl: 3.0580668449401855 (3.2431414127349854) | > loss_feat: 5.3686933517456055 (6.110069036483765) | > loss_mel: 18.350513458251953 (18.494453112284344) | > loss_duration: 2.2112622261047363 (2.382761796315511) | > loss_1: 31.751705169677734 (32.90099016825358)  --> STEP: 7 | > loss_disc: 2.1606197357177734 (2.317487818854196) | > loss_disc_real_0: 0.04895242303609848 (0.13124748319387436) | > loss_disc_real_1: 0.16771261394023895 (0.2139577226979392) | > loss_disc_real_2: 0.26268506050109863 (0.23240582857813155) | > loss_disc_real_3: 0.23230990767478943 (0.23833962423460825) | > loss_disc_real_4: 0.2578273415565491 (0.23908295163086482) | > loss_disc_real_5: 0.2830730378627777 (0.24715804202216013) | > loss_0: 2.1606197357177734 (2.317487818854196) | > loss_gen: 2.9170331954956055 (2.7057741710117886) | > loss_kl: 3.469712495803833 (3.2755087103162492) | > loss_feat: 6.820788860321045 (6.21160043988909) | > loss_mel: 20.23891258239746 (18.743661608014786) | > loss_duration: 2.546998977661133 (2.406224250793457) | > loss_1: 35.993446350097656 (33.342769622802734)  --> STEP: 8 | > loss_disc: 2.529813051223755 (2.3440284729003906) | > loss_disc_real_0: 0.18537144362926483 (0.13801297824829817) | > loss_disc_real_1: 0.23126175999641418 (0.21612072736024857) | > loss_disc_real_2: 0.17152126133441925 (0.2247952576726675) | > loss_disc_real_3: 0.2729440927505493 (0.24266518279910088) | > loss_disc_real_4: 0.21816156804561615 (0.23646777868270874) | > loss_disc_real_5: 0.2324884533882141 (0.24532434344291687) | > loss_0: 2.529813051223755 (2.3440284729003906) | > loss_gen: 2.4801383018493652 (2.6775696873664856) | > loss_kl: 2.862205982208252 (3.2238458693027496) | > loss_feat: 11.407462120056152 (6.861083149909973) | > loss_mel: 19.472753524780273 (18.834798097610474) | > loss_duration: 2.268874168395996 (2.3890554904937744) | > loss_1: 38.49143600463867 (33.98635292053223)  --> STEP: 9 | > loss_disc: 2.166154623031616 (2.32426471180386) | > loss_disc_real_0: 0.1481490433216095 (0.1391392077008883) | > loss_disc_real_1: 0.1407913863658905 (0.20775080058309767) | > loss_disc_real_2: 0.2293306291103363 (0.2252991878324085) | > loss_disc_real_3: 0.25942203402519226 (0.24452705515755546) | > loss_disc_real_4: 0.19500122964382172 (0.23186038434505463) | > loss_disc_real_5: 0.16374576091766357 (0.2362600564956665) | > loss_0: 2.166154623031616 (2.32426471180386) | > loss_gen: 2.754469394683838 (2.686114099290636) | > loss_kl: 2.9345152378082275 (3.191698021358914) | > loss_feat: 9.548736572265625 (7.15971130794949) | > loss_mel: 18.987367630004883 (18.85175026787652) | > loss_duration: 2.2080607414245605 (2.3689449628194175) | > loss_1: 36.43315124511719 (34.258219401041664)  --> STEP: 10 | > loss_disc: 2.340390920639038 (2.325877332687378) | > loss_disc_real_0: 0.12172431498765945 (0.13739771842956544) | > loss_disc_real_1: 0.19405077397823334 (0.20638079792261124) | > loss_disc_real_2: 0.21461354196071625 (0.22423062324523926) | > loss_disc_real_3: 0.24220818281173706 (0.24429516792297362) | > loss_disc_real_4: 0.25327685475349426 (0.2340020313858986) | > loss_disc_real_5: 0.2115781605243683 (0.23379186689853668) | > loss_0: 2.340390920639038 (2.325877332687378) | > loss_gen: 2.328341484069824 (2.6503368377685548) | > loss_kl: 3.167604923248291 (3.1892887115478517) | > loss_feat: 5.3828229904174805 (6.982022476196289) | > loss_mel: 15.799802780151367 (18.546555519104004) | > loss_duration: 2.3695764541625977 (2.369008111953735) | > loss_1: 29.04814910888672 (33.737212371826175)  --> STEP: 11 | > loss_disc: 2.330030679702759 (2.3262549096887764) | > loss_disc_real_0: 0.1495240479707718 (0.13850011202422055) | > loss_disc_real_1: 0.18314705789089203 (0.20426863973790949) | > loss_disc_real_2: 0.18379956483840942 (0.220555072480982) | > loss_disc_real_3: 0.255881667137146 (0.24534848603335294) | > loss_disc_real_4: 0.23337139189243317 (0.2339447005228563) | > loss_disc_real_5: 0.2705741822719574 (0.23713571375066583) | > loss_0: 2.330030679702759 (2.3262549096887764) | > loss_gen: 2.5430688858032227 (2.6405852057717065) | > loss_kl: 2.843435764312744 (3.157847534526478) | > loss_feat: 8.144791603088379 (7.087728760459206) | > loss_mel: 16.603885650634766 (18.36994916742498) | > loss_duration: 2.4962315559387207 (2.380573879588734) | > loss_1: 32.631412506103516 (33.63668511130593)  --> STEP: 12 | > loss_disc: 2.3534111976623535 (2.3285179336865744) | > loss_disc_real_0: 0.15357191860675812 (0.1397560959060987) | > loss_disc_real_1: 0.20809754729270935 (0.20458771536747614) | > loss_disc_real_2: 0.24591459333896637 (0.22266836588581404) | > loss_disc_real_3: 0.2367384135723114 (0.2446309799949328) | > loss_disc_real_4: 0.22520661354064941 (0.23321652660767236) | > loss_disc_real_5: 0.18765433132648468 (0.2330122652153174) | > loss_0: 2.3534111976623535 (2.3285179336865744) | > loss_gen: 2.363004207611084 (2.6174534559249882) | > loss_kl: 2.2888436317443848 (3.0854305426279702) | > loss_feat: 5.981874942779541 (6.995574275652568) | > loss_mel: 15.511897087097168 (18.131778160730995) | > loss_duration: 2.254316568374634 (2.370052436987559) | > loss_1: 28.39993667602539 (33.20028940836588)  --> STEP: 13 | > loss_disc: 2.5924887657165527 (2.348823382304265) | > loss_disc_real_0: 0.1539907455444336 (0.14085106895520136) | > loss_disc_real_1: 0.25209420919418335 (0.20824206104645362) | > loss_disc_real_2: 0.17420463263988495 (0.21894038640535796) | > loss_disc_real_3: 0.24390529096126556 (0.2445751577615738) | > loss_disc_real_4: 0.2918875813484192 (0.23772968466465288) | > loss_disc_real_5: 0.2359767109155655 (0.23324029949995187) | > loss_0: 2.5924887657165527 (2.348823382304265) | > loss_gen: 2.200486898422241 (2.585379105347854) | > loss_kl: 2.6273484230041504 (3.0501934565030613) | > loss_feat: 5.392979145050049 (6.872297727144682) | > loss_mel: 16.69424819946289 (18.02119893294114) | > loss_duration: 2.286233425140381 (2.3636048206916223) | > loss_1: 29.201297760009766 (32.89267466618465)  --> STEP: 14 | > loss_disc: 2.4393603801727295 (2.355290310723441) | > loss_disc_real_0: 0.26753878593444824 (0.14990019159657614) | > loss_disc_real_1: 0.18297353386878967 (0.20643716624804906) | > loss_disc_real_2: 0.24205945432186127 (0.2205917483993939) | > loss_disc_real_3: 0.21817681193351746 (0.24268956163099834) | > loss_disc_real_4: 0.2618500888347626 (0.2394525706768036) | > loss_disc_real_5: 0.22264720499515533 (0.23248364989246642) | > loss_0: 2.4393603801727295 (2.355290310723441) | > loss_gen: 2.4909369945526123 (2.578633240291051) | > loss_kl: 3.3438944816589355 (3.0711721011570523) | > loss_feat: 7.318304538726807 (6.904155356543405) | > loss_mel: 18.778884887695312 (18.075319358280723) | > loss_duration: 2.369199275970459 (2.3640044246401106) | > loss_1: 34.30121994018555 (32.993285042899)  --> STEP: 15 | > loss_disc: 2.3424272537231445 (2.354432773590088) | > loss_disc_real_0: 0.20833458006381989 (0.1537958174943924) | > loss_disc_real_1: 0.22720760107040405 (0.20782186190287272) | > loss_disc_real_2: 0.19181042909622192 (0.21867299377918242) | > loss_disc_real_3: 0.2783668339252472 (0.24506804645061492) | > loss_disc_real_4: 0.1969802975654602 (0.23662108580271404) | > loss_disc_real_5: 0.22544431686401367 (0.23201436102390288) | > loss_0: 2.3424272537231445 (2.354432773590088) | > loss_gen: 2.5648281574249268 (2.5777129014333093) | > loss_kl: 3.503718614578247 (3.1000085353851317) | > loss_feat: 8.123455047607422 (6.985442002614339) | > loss_mel: 17.22639274597168 (18.018724250793454) | > loss_duration: 2.3532276153564453 (2.3632859706878664) | > loss_1: 33.77162170410156 (33.04517415364583)  --> STEP: 16 | > loss_disc: 2.475884437561035 (2.362023502588272) | > loss_disc_real_0: 0.18042005598545074 (0.15545983240008354) | > loss_disc_real_1: 0.28315213322639465 (0.21253000386059284) | > loss_disc_real_2: 0.2455495297908783 (0.22035277727991343) | > loss_disc_real_3: 0.24942703545093536 (0.24534048326313496) | > loss_disc_real_4: 0.14873968064785004 (0.23112849798053503) | > loss_disc_real_5: 0.17085199058055878 (0.22819171287119389) | > loss_0: 2.475884437561035 (2.362023502588272) | > loss_gen: 2.446418046951294 (2.5695069730281834) | > loss_kl: 3.028866767883301 (3.0955621749162674) | > loss_feat: 6.84669828414917 (6.976770520210266) | > loss_mel: 15.667642593383789 (17.87178164720535) | > loss_duration: 2.401355504989624 (2.365665316581726) | > loss_1: 30.390981674194336 (32.879287123680115)  --> STEP: 17 | > loss_disc: 2.218647003173828 (2.353589590858011) | > loss_disc_real_0: 0.160609170794487 (0.15576273465857787) | > loss_disc_real_1: 0.18797221779823303 (0.21108542820986578) | > loss_disc_real_2: 0.23726938664913177 (0.221347871948691) | > loss_disc_real_3: 0.2474016547203064 (0.24546172864296856) | > loss_disc_real_4: 0.22451408207416534 (0.23073941469192505) | > loss_disc_real_5: 0.26699352264404297 (0.23047417226959677) | > loss_0: 2.218647003173828 (2.353589590858011) | > loss_gen: 2.7537832260131836 (2.5803467526155366) | > loss_kl: 2.196002960205078 (3.04264692699208) | > loss_feat: 7.142911911010742 (6.986543543198529) | > loss_mel: 17.785728454589844 (17.866719694698556) | > loss_duration: 2.4699349403381348 (2.3717988238615146) | > loss_1: 32.34836196899414 (32.848056232228)  --> STEP: 18 | > loss_disc: 2.4957308769226074 (2.3614863289727106) | > loss_disc_real_0: 0.10997599363327026 (0.15321902682383856) | > loss_disc_real_1: 0.23895137012004852 (0.21263353609376484) | > loss_disc_real_2: 0.18029415607452393 (0.21906710995568168) | > loss_disc_real_3: 0.1865423619747162 (0.24218843049473232) | > loss_disc_real_4: 0.17407195270061493 (0.22759122235907447) | > loss_disc_real_5: 0.19611842930316925 (0.228565519882573) | > loss_0: 2.4957308769226074 (2.3614863289727106) | > loss_gen: 2.115255117416382 (2.554508328437806) | > loss_kl: 2.487607479095459 (3.0118114021089344) | > loss_feat: 9.028241157531738 (7.099971188439263) | > loss_mel: 21.151098251342773 (18.049185170067677) | > loss_duration: 2.216569423675537 (2.363174968295627) | > loss_1: 36.9987678527832 (33.07865132225884)  --> STEP: 19 | > loss_disc: 2.2470691204071045 (2.355464370627152) | > loss_disc_real_0: 0.14441227912902832 (0.1527555137872696) | > loss_disc_real_1: 0.21188195049762726 (0.212593978957126) | > loss_disc_real_2: 0.24407579004764557 (0.22038335627631137) | > loss_disc_real_3: 0.21165116131305695 (0.24058120580095993) | > loss_disc_real_4: 0.2592791020870209 (0.2292590055026506) | > loss_disc_real_5: 0.204080730676651 (0.22727684676647186) | > loss_0: 2.2470691204071045 (2.355464370627152) | > loss_gen: 2.594374179840088 (2.5566065311431894) | > loss_kl: 2.1011531352996826 (2.9638820196452893) | > loss_feat: 9.084833145141602 (7.2044376072130705) | > loss_mel: 17.813640594482422 (18.03678808714214) | > loss_duration: 2.3470234870910645 (2.3623248903374923) | > loss_1: 33.94102478027344 (33.12403939899645)  --> STEP: 20 | > loss_disc: 2.4730451107025146 (2.36134340763092) | > loss_disc_real_0: 0.19606763124465942 (0.15492111966013908) | > loss_disc_real_1: 0.176187202334404 (0.21077364012598993) | > loss_disc_real_2: 0.2803620398044586 (0.22338229045271873) | > loss_disc_real_3: 0.26238515973091125 (0.2416714034974575) | > loss_disc_real_4: 0.28449055552482605 (0.23202058300375938) | > loss_disc_real_5: 0.3043631613254547 (0.231131162494421) | > loss_0: 2.4730451107025146 (2.36134340763092) | > loss_gen: 2.7127726078033447 (2.564414834976197) | > loss_kl: 2.638681650161743 (2.947622001171112) | > loss_feat: 5.250604152679443 (7.106745934486389) | > loss_mel: 17.678321838378906 (18.018864774703978) | > loss_duration: 2.290217399597168 (2.358719515800476) | > loss_1: 30.570598602294922 (32.996367359161376)  --> STEP: 21 | > loss_disc: 2.551696300506592 (2.37040783110119) | > loss_disc_real_0: 0.14238476753234863 (0.1543241505111967) | > loss_disc_real_1: 0.30172494053840637 (0.21510465443134308) | > loss_disc_real_2: 0.22061273455619812 (0.2232504068385987) | > loss_disc_real_3: 0.31131404638290405 (0.2449877198253359) | > loss_disc_real_4: 0.2294142097234726 (0.23189646999041238) | > loss_disc_real_5: 0.29639527201652527 (0.23423897723356882) | > loss_0: 2.551696300506592 (2.37040783110119) | > loss_gen: 2.4940099716186523 (2.5610622224353614) | > loss_kl: 2.0669076442718506 (2.905683222271147) | > loss_feat: 5.821297645568848 (7.045534111204601) | > loss_mel: 16.478971481323242 (17.94553652263823) | > loss_duration: 2.1843156814575195 (2.3504145713079545) | > loss_1: 29.045501708984375 (32.80823089962914)  --> STEP: 22 | > loss_disc: 2.411971092224121 (2.372297070243141) | > loss_disc_real_0: 0.15380525588989258 (0.1543005643920465) | > loss_disc_real_1: 0.2976377010345459 (0.21885615654967047) | > loss_disc_real_2: 0.13404621183872223 (0.2191956707022407) | > loss_disc_real_3: 0.21325553953647614 (0.2435453479940241) | > loss_disc_real_4: 0.23664243519306183 (0.23211219568144192) | > loss_disc_real_5: 0.22935330867767334 (0.23401690139011902) | > loss_0: 2.411971092224121 (2.372297070243141) | > loss_gen: 2.4606237411499023 (2.556496836922386) | > loss_kl: 2.2754693031311035 (2.877037135037509) | > loss_feat: 8.429214477539062 (7.108428673310713) | > loss_mel: 19.321731567382812 (18.00809084285389) | > loss_duration: 2.2204720973968506 (2.344508095221086) | > loss_1: 34.7075080871582 (32.89456168088046)  --> STEP: 23 | > loss_disc: 2.349696636199951 (2.371314442676046) | > loss_disc_real_0: 0.18025490641593933 (0.15542901404525925) | > loss_disc_real_1: 0.2354525923728943 (0.2195777407158976) | > loss_disc_real_2: 0.18407003581523895 (0.21766846918541452) | > loss_disc_real_3: 0.2797074615955353 (0.24511761380278546) | > loss_disc_real_4: 0.2661217153072357 (0.23359087044778076) | > loss_disc_real_5: 0.2669370770454407 (0.23544821337513303) | > loss_0: 2.349696636199951 (2.371314442676046) | > loss_gen: 2.6272268295288086 (2.5595720539922304) | > loss_kl: 2.32448673248291 (2.8530132044916567) | > loss_feat: 5.586352348327637 (7.04225144178971) | > loss_mel: 17.142406463623047 (17.97045239158298) | > loss_duration: 2.2714171409606934 (2.3413302276445473) | > loss_1: 29.95189094543457 (32.76661947499151)  --> STEP: 24 | > loss_disc: 2.4644038677215576 (2.375193168719609) | > loss_disc_real_0: 0.18499547243118286 (0.1566609498113394) | > loss_disc_real_1: 0.23294617235660553 (0.2201347587009271) | > loss_disc_real_2: 0.26491260528564453 (0.21963697485625744) | > loss_disc_real_3: 0.27316203713417053 (0.24628613144159317) | > loss_disc_real_4: 0.2620559334754944 (0.23477691474060217) | > loss_disc_real_5: 0.29841557145118713 (0.2380718532949686) | > loss_0: 2.4644038677215576 (2.375193168719609) | > loss_gen: 2.484675884246826 (2.5564513802528386) | > loss_kl: 2.3120944499969482 (2.830474923054377) | > loss_feat: 6.007100582122803 (6.999120155970256) | > loss_mel: 17.007625579833984 (17.930334607760106) | > loss_duration: 2.3931429386138916 (2.3434890906016035) | > loss_1: 30.204639434814453 (32.659870306650795)  --> STEP: 25 | > loss_disc: 2.536895990371704 (2.381661281585693) | > loss_disc_real_0: 0.18854689598083496 (0.15793638765811924) | > loss_disc_real_1: 0.20881575345993042 (0.21968199849128722) | > loss_disc_real_2: 0.220018669962883 (0.21965224266052247) | > loss_disc_real_3: 0.2817516028881073 (0.24770475029945374) | > loss_disc_real_4: 0.23934510350227356 (0.23495964229106903) | > loss_disc_real_5: 0.24964435398578644 (0.23853475332260132) | > loss_0: 2.536895990371704 (2.381661281585693) | > loss_gen: 2.5186893939971924 (2.5549409008026127) | > loss_kl: 3.3417365550994873 (2.8509253883361816) | > loss_feat: 6.852436542510986 (6.993252811431884) | > loss_mel: 16.38703727722168 (17.868602714538568) | > loss_duration: 2.395803689956665 (2.345581674575806) | > loss_1: 31.495704650878906 (32.613303680419925)  --> STEP: 26 | > loss_disc: 2.4265317916870117 (2.3833870704357434) | > loss_disc_real_0: 0.11690443009138107 (0.15635823544401392) | > loss_disc_real_1: 0.25763532519340515 (0.22114174182598406) | > loss_disc_real_2: 0.15653100609779358 (0.2172245027927252) | > loss_disc_real_3: 0.3267902731895447 (0.2507465011798419) | > loss_disc_real_4: 0.13461290299892426 (0.23110015231829423) | > loss_disc_real_5: 0.30871912837028503 (0.24123415236289686) | > loss_0: 2.4265317916870117 (2.3833870704357434) | > loss_gen: 2.306067705154419 (2.5453688548161435) | > loss_kl: 2.309462070465088 (2.83009987611037) | > loss_feat: 11.163082122802734 (7.1536308618692255) | > loss_mel: 17.76696014404297 (17.864693384904122) | > loss_duration: 2.312753677368164 (2.3443190592985887) | > loss_1: 35.85832214355469 (32.73811208284819) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023339069806612455 (-8.673851306621825e-05) | > avg_loss_disc: 2.3833870704357434 (-0.04378840556511632) | > avg_loss_disc_real_0: 0.15635823544401392 (-0.0014337152242660245) | > avg_loss_disc_real_1: 0.22114174182598406 (+0.0072077736258506775) | > avg_loss_disc_real_2: 0.2172245027927252 (+0.031782360031054585) | > avg_loss_disc_real_3: 0.2507465011798419 (+0.041437303790679364) | > avg_loss_disc_real_4: 0.23110015231829423 (+0.03777866867872384) | > avg_loss_disc_real_5: 0.24123415236289686 (+0.02414382363741216) | > avg_loss_0: 2.3833870704357434 (-0.04378840556511632) | > avg_loss_gen: 2.5453688548161435 (+0.32089178837262633) | > avg_loss_kl: 2.83009987611037 (-0.11607980728149414) | > avg_loss_feat: 7.1536308618692255 (+0.852837085723877) | > avg_loss_mel: 17.864693384904122 (+0.36164192052987687) | > avg_loss_duration: 2.3443190592985887 (+0.0031433197168198035) | > avg_loss_1: 32.73811208284819 (+1.4224346601046136)  > EPOCH: 569/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:14:57)   --> TIME: 2024-06-11 16:15:00 -- STEP: 4/330 -- GLOBAL_STEP: 275775 | > loss_disc: 2.3399174213409424 (2.346689283847809) | > loss_disc_real_0: 0.1555677056312561 (0.11208883300423622) | > loss_disc_real_1: 0.18782508373260498 (0.19174376502633095) | > loss_disc_real_2: 0.21812407672405243 (0.19928310066461563) | > loss_disc_real_3: 0.22376182675361633 (0.23508433625102043) | > loss_disc_real_4: 0.2387852519750595 (0.23717667162418365) | > loss_disc_real_5: 0.24255776405334473 (0.2199760004878044) | > loss_0: 2.3399174213409424 (2.346689283847809) | > grad_norm_0: tensor(8.1162, device='cuda:0') (tensor(11.3885, device='cuda:0')) | > loss_gen: 2.7082531452178955 (2.5478920936584473) | > loss_kl: 1.7410705089569092 (1.8334974944591522) | > loss_feat: 7.621706962585449 (7.250949382781982) | > loss_mel: 18.429664611816406 (18.195611476898193) | > loss_duration: 2.1710448265075684 (2.1773375868797302) | > loss_1: 32.6717414855957 (32.00528812408447) | > grad_norm_1: tensor(82.8603, device='cuda:0') (tensor(103.0118, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3476 (0.38410377502441406) | > loader_time: 0.0026 (0.0031204819679260254)  --> TIME: 2024-06-11 16:15:09 -- STEP: 29/330 -- GLOBAL_STEP: 275800 | > loss_disc: 2.2325546741485596 (2.3417349519400763) | > loss_disc_real_0: 0.1249127984046936 (0.10829298994664488) | > loss_disc_real_1: 0.20504887402057648 (0.1954946574465982) | > loss_disc_real_2: 0.17439958453178406 (0.21083863439231082) | > loss_disc_real_3: 0.2005194127559662 (0.22791304002548085) | > loss_disc_real_4: 0.22497110068798065 (0.23232232856339421) | > loss_disc_real_5: 0.2208791822195053 (0.2219992757871233) | > loss_0: 2.2325546741485596 (2.3417349519400763) | > grad_norm_0: tensor(17.8146, device='cuda:0') (tensor(12.5091, device='cuda:0')) | > loss_gen: 2.627840995788574 (2.507263200036411) | > loss_kl: 2.041334629058838 (1.9189111693152066) | > loss_feat: 6.963402271270752 (7.016672709892536) | > loss_mel: 18.44243621826172 (17.862088170544848) | > loss_duration: 2.011366367340088 (2.045146613285459) | > loss_1: 32.08638381958008 (31.350082002837084) | > grad_norm_1: tensor(72.2332, device='cuda:0') (tensor(124.5177, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.353 (0.35860365012596396) | > loader_time: 0.0031 (0.003139865809473498)  --> TIME: 2024-06-11 16:15:19 -- STEP: 54/330 -- GLOBAL_STEP: 275825 | > loss_disc: 2.2248640060424805 (2.340774125523037) | > loss_disc_real_0: 0.09153031557798386 (0.10917208812854907) | > loss_disc_real_1: 0.1608104705810547 (0.19804549051655662) | > loss_disc_real_2: 0.18377476930618286 (0.21071469397456558) | > loss_disc_real_3: 0.2144404500722885 (0.22905027259279181) | > loss_disc_real_4: 0.19899453222751617 (0.22951182695450606) | > loss_disc_real_5: 0.1933743804693222 (0.22131555003148537) | > loss_0: 2.2248640060424805 (2.340774125523037) | > grad_norm_0: tensor(7.8861, device='cuda:0') (tensor(12.0012, device='cuda:0')) | > loss_gen: 2.5976572036743164 (2.5039746673018843) | > loss_kl: 2.155642032623291 (1.9229976225782324) | > loss_feat: 7.583980560302734 (7.064975676713167) | > loss_mel: 18.1700382232666 (17.90399145196985) | > loss_duration: 1.9695903062820435 (2.01810031246256) | > loss_1: 32.476905822753906 (31.41403968245895) | > grad_norm_1: tensor(38.2125, device='cuda:0') (tensor(103.7583, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3778 (0.3650181293487549) | > loader_time: 0.0034 (0.003347546965987594)  --> TIME: 2024-06-11 16:15:29 -- STEP: 79/330 -- GLOBAL_STEP: 275850 | > loss_disc: 2.270219087600708 (2.3486259617382967) | > loss_disc_real_0: 0.09835556894540787 (0.1114558834063856) | > loss_disc_real_1: 0.17269746959209442 (0.19771623064445543) | > loss_disc_real_2: 0.21049268543720245 (0.21180476210539853) | > loss_disc_real_3: 0.2232033759355545 (0.22796474925324886) | > loss_disc_real_4: 0.24469596147537231 (0.22881094866161106) | > loss_disc_real_5: 0.23247309029102325 (0.22239591803731798) | > loss_0: 2.270219087600708 (2.3486259617382967) | > grad_norm_0: tensor(11.0738, device='cuda:0') (tensor(11.2948, device='cuda:0')) | > loss_gen: 2.574911117553711 (2.4920432477057743) | > loss_kl: 2.085545301437378 (1.952979101410395) | > loss_feat: 7.25791072845459 (7.048585076875325) | > loss_mel: 18.405181884765625 (17.82027280783352) | > loss_duration: 1.9522523880004883 (2.009532673449456) | > loss_1: 32.27580261230469 (31.323412858987158) | > grad_norm_1: tensor(98.8515, device='cuda:0') (tensor(107.7840, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3789 (0.3732041739210299) | > loader_time: 0.0036 (0.003598279590848126)  --> TIME: 2024-06-11 16:15:38 -- STEP: 104/330 -- GLOBAL_STEP: 275875 | > loss_disc: 2.296085834503174 (2.33873042005759) | > loss_disc_real_0: 0.16280460357666016 (0.1120578612272556) | > loss_disc_real_1: 0.19887612760066986 (0.1973037258363687) | > loss_disc_real_2: 0.21018275618553162 (0.21011842472048906) | > loss_disc_real_3: 0.22086858749389648 (0.22721123681045496) | > loss_disc_real_4: 0.2277349978685379 (0.22971842266046083) | > loss_disc_real_5: 0.2138311117887497 (0.2211407139324225) | > loss_0: 2.296085834503174 (2.33873042005759) | > grad_norm_0: tensor(11.0731, device='cuda:0') (tensor(11.4857, device='cuda:0')) | > loss_gen: 2.6805670261383057 (2.5008139426891622) | > loss_kl: 2.0233402252197266 (1.9527209676229036) | > loss_feat: 7.769901752471924 (7.041800233033987) | > loss_mel: 17.900739669799805 (17.775428606913643) | > loss_duration: 2.048652172088623 (2.010753009181758) | > loss_1: 32.42319869995117 (31.28151668035067) | > grad_norm_1: tensor(239.7884, device='cuda:0') (tensor(114.6819, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3944 (0.37614350823255693) | > loader_time: 0.0046 (0.003744865839297955)  --> TIME: 2024-06-11 16:15:48 -- STEP: 129/330 -- GLOBAL_STEP: 275900 | > loss_disc: 2.328481674194336 (2.342820326487223) | > loss_disc_real_0: 0.10095302760601044 (0.11232914908449779) | > loss_disc_real_1: 0.19113485515117645 (0.1973455159008041) | > loss_disc_real_2: 0.1812620759010315 (0.2093618740869123) | > loss_disc_real_3: 0.2296248823404312 (0.22905978906986324) | > loss_disc_real_4: 0.24814540147781372 (0.23090465863545737) | > loss_disc_real_5: 0.22590501606464386 (0.22256395648154179) | > loss_0: 2.328481674194336 (2.342820326487223) | > grad_norm_0: tensor(26.1583, device='cuda:0') (tensor(12.1565, device='cuda:0')) | > loss_gen: 2.498588800430298 (2.496035849401193) | > loss_kl: 1.9523119926452637 (1.9555218737254771) | > loss_feat: 7.186323165893555 (7.023103758346203) | > loss_mel: 17.713623046875 (17.753820153169855) | > loss_duration: 1.9975221157073975 (2.0123466964839976) | > loss_1: 31.348369598388672 (31.240828329278518) | > grad_norm_1: tensor(260.7980, device='cuda:0') (tensor(126.6786, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3862 (0.37720255519068524) | > loader_time: 0.0039 (0.0038070050320884053)  --> TIME: 2024-06-11 16:15:58 -- STEP: 154/330 -- GLOBAL_STEP: 275925 | > loss_disc: 2.5320119857788086 (2.346173534145603) | > loss_disc_real_0: 0.11362161487340927 (0.11336367538610062) | > loss_disc_real_1: 0.2296288162469864 (0.19747131791981784) | > loss_disc_real_2: 0.22630997002124786 (0.21046290382162328) | > loss_disc_real_3: 0.26312994956970215 (0.2286726064109183) | > loss_disc_real_4: 0.2697172462940216 (0.22984349127713735) | > loss_disc_real_5: 0.2933030426502228 (0.22189311373543436) | > loss_0: 2.5320119857788086 (2.346173534145603) | > grad_norm_0: tensor(15.6060, device='cuda:0') (tensor(13.2336, device='cuda:0')) | > loss_gen: 2.445432424545288 (2.49221937068097) | > loss_kl: 2.0706427097320557 (1.9586527966833733) | > loss_feat: 6.486873626708984 (7.0129262038639615) | > loss_mel: 17.1953182220459 (17.725070519880813) | > loss_duration: 2.0179195404052734 (2.014742430928468) | > loss_1: 30.2161865234375 (31.2036112252768) | > grad_norm_1: tensor(171.7062, device='cuda:0') (tensor(140.3281, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3733 (0.37690473531747787) | > loader_time: 0.0041 (0.0038595602109834743)  --> TIME: 2024-06-11 16:16:08 -- STEP: 179/330 -- GLOBAL_STEP: 275950 | > loss_disc: 2.3013410568237305 (2.3474321192203282) | > loss_disc_real_0: 0.12307722866535187 (0.11371508794290393) | > loss_disc_real_1: 0.19968067109584808 (0.1974192861072178) | > loss_disc_real_2: 0.19047409296035767 (0.21075272335353518) | > loss_disc_real_3: 0.2806878685951233 (0.22912863179958065) | > loss_disc_real_4: 0.260172963142395 (0.23053434940689768) | > loss_disc_real_5: 0.24020153284072876 (0.2220855167957658) | > loss_0: 2.3013410568237305 (2.3474321192203282) | > grad_norm_0: tensor(26.4503, device='cuda:0') (tensor(14.9470, device='cuda:0')) | > loss_gen: 2.5928356647491455 (2.4940529562241545) | > loss_kl: 2.0439469814300537 (1.9638728988903196) | > loss_feat: 7.2991180419921875 (7.018876896224208) | > loss_mel: 17.381336212158203 (17.69558506970965) | > loss_duration: 2.0828967094421387 (2.021127665509061) | > loss_1: 31.400135040283203 (31.193515425953784) | > grad_norm_1: tensor(290.2732, device='cuda:0') (tensor(158.5053, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.3801 (0.3780114277781055) | > loader_time: 0.0042 (0.003933360456754376)  --> TIME: 2024-06-11 16:16:18 -- STEP: 204/330 -- GLOBAL_STEP: 275975 | > loss_disc: 2.453641653060913 (2.3513707366644163) | > loss_disc_real_0: 0.10959919542074203 (0.11425365314033686) | > loss_disc_real_1: 0.18389208614826202 (0.19722824624063923) | > loss_disc_real_2: 0.2013004571199417 (0.2107210826932216) | > loss_disc_real_3: 0.22723275423049927 (0.22951818206438832) | > loss_disc_real_4: 0.2802983820438385 (0.2307026075089679) | > loss_disc_real_5: 0.26704058051109314 (0.2221890442511615) | > loss_0: 2.453641653060913 (2.3513707366644163) | > grad_norm_0: tensor(48.4426, device='cuda:0') (tensor(17.6121, device='cuda:0')) | > loss_gen: 2.643280267715454 (2.501335422197977) | > loss_kl: 2.139984369277954 (1.9650002975089877) | > loss_feat: 7.599750518798828 (7.048452762996449) | > loss_mel: 18.29311180114746 (17.663866706922942) | > loss_duration: 2.0230190753936768 (2.0285942139578816) | > loss_1: 32.69914627075195 (31.20724932352702) | > grad_norm_1: tensor(447.7120, device='cuda:0') (tensor(185.5150, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.4184 (0.38119452490526085) | > loader_time: 0.0054 (0.004052281379699704)  --> TIME: 2024-06-11 16:16:29 -- STEP: 229/330 -- GLOBAL_STEP: 276000 | > loss_disc: 2.3545897006988525 (2.353115246285517) | > loss_disc_real_0: 0.19115900993347168 (0.11489304916437015) | > loss_disc_real_1: 0.19904927909374237 (0.1975489319281807) | > loss_disc_real_2: 0.2099212408065796 (0.21110957952045464) | > loss_disc_real_3: 0.23531568050384521 (0.22966836028484278) | > loss_disc_real_4: 0.20950892567634583 (0.22993627541970998) | > loss_disc_real_5: 0.20053020119667053 (0.2227737515123651) | > loss_0: 2.3545897006988525 (2.353115246285517) | > grad_norm_0: tensor(52.3832, device='cuda:0') (tensor(19.7981, device='cuda:0')) | > loss_gen: 2.4685287475585938 (2.5066364123831666) | > loss_kl: 2.0029594898223877 (1.9682104681256556) | > loss_feat: 6.160374641418457 (7.047629891524669) | > loss_mel: 17.097068786621094 (17.605818577728925) | > loss_duration: 2.1325957775115967 (2.0370187171161427) | > loss_1: 29.861526489257812 (31.165313995561224) | > grad_norm_1: tensor(93.9429, device='cuda:0') (tensor(206.4091, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.4353 (0.3856232166290283) | > loader_time: 0.0057 (0.0041939514693214355) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_276000.pth  --> TIME: 2024-06-11 16:16:45 -- STEP: 254/330 -- GLOBAL_STEP: 276025 | > loss_disc: 2.3778185844421387 (2.356312173558032) | > loss_disc_real_0: 0.1067267656326294 (0.11653339547493796) | > loss_disc_real_1: 0.20193153619766235 (0.19795387496394434) | > loss_disc_real_2: 0.18543711304664612 (0.21108784608718922) | > loss_disc_real_3: 0.22848227620124817 (0.22955019326191248) | > loss_disc_real_4: 0.23204268515110016 (0.23002340691530798) | > loss_disc_real_5: 0.22330020368099213 (0.22259172979067632) | > loss_0: 2.3778185844421387 (2.356312173558032) | > grad_norm_0: tensor(30.0897, device='cuda:0') (tensor(22.2780, device='cuda:0')) | > loss_gen: 2.301666021347046 (2.503296058947645) | > loss_kl: 2.0338010787963867 (1.9684223471664068) | > loss_feat: 7.162159442901611 (7.053937093479427) | > loss_mel: 17.628543853759766 (17.571924108219886) | > loss_duration: 2.0904908180236816 (2.0444079154119716) | > loss_1: 31.21666145324707 (31.141987432645063) | > grad_norm_1: tensor(241.5576, device='cuda:0') (tensor(224.2276, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.4572 (0.39165681459772306) | > loader_time: 0.0058 (0.004347830306826611)  --> TIME: 2024-06-11 16:16:56 -- STEP: 279/330 -- GLOBAL_STEP: 276050 | > loss_disc: 2.4008524417877197 (2.3583416596962983) | > loss_disc_real_0: 0.12551915645599365 (0.11737829707162355) | > loss_disc_real_1: 0.2540687918663025 (0.19819104575341748) | > loss_disc_real_2: 0.276719868183136 (0.21149133743992002) | > loss_disc_real_3: 0.2164706289768219 (0.22954043783380995) | > loss_disc_real_4: 0.216985821723938 (0.2299344583437861) | > loss_disc_real_5: 0.1990356594324112 (0.2226500577930909) | > loss_0: 2.4008524417877197 (2.3583416596962983) | > grad_norm_0: tensor(25.3185, device='cuda:0') (tensor(22.4306, device='cuda:0')) | > loss_gen: 2.4587481021881104 (2.4961773135756085) | > loss_kl: 1.9750392436981201 (1.9687698763331205) | > loss_feat: 6.226601600646973 (7.039599733113388) | > loss_mel: 16.34744644165039 (17.533389358110316) | > loss_duration: 2.135641574859619 (2.053520003954569) | > loss_1: 29.143476486206055 (31.09145619792323) | > grad_norm_1: tensor(321.1328, device='cuda:0') (tensor(227.5821, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.4611 (0.39725589837651953) | > loader_time: 0.0066 (0.004496517147214606)  --> TIME: 2024-06-11 16:17:09 -- STEP: 304/330 -- GLOBAL_STEP: 276075 | > loss_disc: 2.4379005432128906 (2.3620710929757665) | > loss_disc_real_0: 0.15316669642925262 (0.11841819443936019) | > loss_disc_real_1: 0.2265462726354599 (0.19862046200585992) | > loss_disc_real_2: 0.22469498217105865 (0.2114679510950259) | > loss_disc_real_3: 0.22841176390647888 (0.2296193890077503) | > loss_disc_real_4: 0.26063331961631775 (0.23024355080959039) | > loss_disc_real_5: 0.26524966955184937 (0.22295695249187322) | > loss_0: 2.4379005432128906 (2.3620710929757665) | > grad_norm_0: tensor(10.9313, device='cuda:0') (tensor(21.8540, device='cuda:0')) | > loss_gen: 2.309990167617798 (2.4894210790333005) | > loss_kl: 1.919785976409912 (1.9716444489987273) | > loss_feat: 6.609388828277588 (7.041131334869485) | > loss_mel: 16.13771629333496 (17.48511011663236) | > loss_duration: 2.1905570030212402 (2.0641858699290374) | > loss_1: 29.167438507080078 (31.05149279142681) | > grad_norm_1: tensor(198.1591, device='cuda:0') (tensor(224.5121, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 0.4798 (0.4041025011163008) | > loader_time: 0.0069 (0.0046614769257997185)  --> TIME: 2024-06-11 16:17:37 -- STEP: 329/330 -- GLOBAL_STEP: 276100 | > loss_disc: 2.469040870666504 (2.367772642239973) | > loss_disc_real_0: 0.18525327742099762 (0.11993760342701228) | > loss_disc_real_1: 0.19929146766662598 (0.19978825317690072) | > loss_disc_real_2: 0.20921838283538818 (0.21166065471150602) | > loss_disc_real_3: 0.19123141467571259 (0.22948680270044275) | > loss_disc_real_4: 0.13841654360294342 (0.23028165740626194) | > loss_disc_real_5: 0.18610234558582306 (0.22310982096521328) | > loss_0: 2.469040870666504 (2.367772642239973) | > grad_norm_0: tensor(8.4469, device='cuda:0') (tensor(21.5912, device='cuda:0')) | > loss_gen: 2.0528035163879395 (2.482856520765821) | > loss_kl: 2.267704963684082 (1.98357948669909) | > loss_feat: 9.356547355651855 (7.130775940092139) | > loss_mel: 18.216764450073242 (17.460944198909857) | > loss_duration: 2.29106068611145 (2.078469844212285) | > loss_1: 34.184879302978516 (31.13662593342975) | > grad_norm_1: tensor(104.1780, device='cuda:0') (tensor(226.2703, device='cuda:0')) | > current_lr_0: 0.00018626826524206297 | > current_lr_1: 0.00018626826524206297 | > step_time: 14.4956 (0.45992451743151996) | > loader_time: 0.0342 (0.005093796274944641)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3604791164398193 (2.3604791164398193) | > loss_disc_real_0: 0.10250614583492279 (0.10250614583492279) | > loss_disc_real_1: 0.15223771333694458 (0.15223771333694458) | > loss_disc_real_2: 0.1774173378944397 (0.1774173378944397) | > loss_disc_real_3: 0.27829796075820923 (0.27829796075820923) | > loss_disc_real_4: 0.2523960471153259 (0.2523960471153259) | > loss_disc_real_5: 0.25172749161720276 (0.25172749161720276) | > loss_0: 2.3604791164398193 (2.3604791164398193) | > loss_gen: 2.218257188796997 (2.218257188796997) | > loss_kl: 1.9400646686553955 (1.9400646686553955) | > loss_feat: 4.5763258934021 (4.5763258934021) | > loss_mel: 14.75000286102295 (14.75000286102295) | > loss_duration: 3.0366950035095215 (3.0366950035095215) | > loss_1: 26.521347045898438 (26.521347045898438)  --> STEP: 1 | > loss_disc: 2.414125680923462 (2.414125680923462) | > loss_disc_real_0: 0.11450275778770447 (0.11450275778770447) | > loss_disc_real_1: 0.11027280986309052 (0.11027280986309052) | > loss_disc_real_2: 0.17137165367603302 (0.17137165367603302) | > loss_disc_real_3: 0.23864103853702545 (0.23864103853702545) | > loss_disc_real_4: 0.24657699465751648 (0.24657699465751648) | > loss_disc_real_5: 0.2249559462070465 (0.2249559462070465) | > loss_0: 2.414125680923462 (2.414125680923462) | > loss_gen: 2.117582321166992 (2.117582321166992) | > loss_kl: 3.0835154056549072 (3.0835154056549072) | > loss_feat: 6.014573097229004 (6.014573097229004) | > loss_mel: 19.064334869384766 (19.064334869384766) | > loss_duration: 2.3219380378723145 (2.3219380378723145) | > loss_1: 32.60194396972656 (32.60194396972656)  --> STEP: 2 | > loss_disc: 2.3076069355010986 (2.3608663082122803) | > loss_disc_real_0: 0.0527583584189415 (0.08363055810332298) | > loss_disc_real_1: 0.12970519065856934 (0.11998900026082993) | > loss_disc_real_2: 0.17117901146411896 (0.171275332570076) | > loss_disc_real_3: 0.2633359432220459 (0.2509884908795357) | > loss_disc_real_4: 0.24811740219593048 (0.24734719842672348) | > loss_disc_real_5: 0.2740226984024048 (0.24948932230472565) | > loss_0: 2.3076069355010986 (2.3608663082122803) | > loss_gen: 2.2292323112487793 (2.1734073162078857) | > loss_kl: 3.362548351287842 (3.2230318784713745) | > loss_feat: 5.389949798583984 (5.702261447906494) | > loss_mel: 19.308731079101562 (19.186532974243164) | > loss_duration: 2.549398422241211 (2.4356682300567627) | > loss_1: 32.83985900878906 (32.72090148925781)  --> STEP: 3 | > loss_disc: 2.404402494430542 (2.375378370285034) | > loss_disc_real_0: 0.07067228853702545 (0.07931113491455714) | > loss_disc_real_1: 0.11704383790493011 (0.11900727947552998) | > loss_disc_real_2: 0.24656778573989868 (0.19637281696001688) | > loss_disc_real_3: 0.19679422676563263 (0.23292373617490134) | > loss_disc_real_4: 0.2074943482875824 (0.2340629150470098) | > loss_disc_real_5: 0.2565752863883972 (0.25185131033261615) | > loss_0: 2.404402494430542 (2.375378370285034) | > loss_gen: 2.0125741958618164 (2.1197962760925293) | > loss_kl: 3.2805042266845703 (3.242189327875773) | > loss_feat: 7.518367767333984 (6.307630221048991) | > loss_mel: 17.40782928466797 (18.593631744384766) | > loss_duration: 2.2652194499969482 (2.3788519700368247) | > loss_1: 32.4844970703125 (32.64210001627604)  --> STEP: 4 | > loss_disc: 2.4529318809509277 (2.3947667479515076) | > loss_disc_real_0: 0.1465282440185547 (0.09611541219055653) | > loss_disc_real_1: 0.14602841436862946 (0.12576256319880486) | > loss_disc_real_2: 0.16245169937610626 (0.18789253756403923) | > loss_disc_real_3: 0.2643442153930664 (0.2407788559794426) | > loss_disc_real_4: 0.2217174768447876 (0.23097655549645424) | > loss_disc_real_5: 0.21702660620212555 (0.24314513429999352) | > loss_0: 2.4529318809509277 (2.3947667479515076) | > loss_gen: 2.1338469982147217 (2.1233089566230774) | > loss_kl: 4.04722785949707 (3.4434489607810974) | > loss_feat: 7.179879188537598 (6.525692462921143) | > loss_mel: 18.00115203857422 (18.44551181793213) | > loss_duration: 2.367990493774414 (2.376136600971222) | > loss_1: 33.73009490966797 (32.91409873962402)  --> STEP: 5 | > loss_disc: 2.682218313217163 (2.4522570610046386) | > loss_disc_real_0: 0.19020046293735504 (0.11493242233991623) | > loss_disc_real_1: 0.15388478338718414 (0.13138700723648072) | > loss_disc_real_2: 0.19992904365062714 (0.1902998387813568) | > loss_disc_real_3: 0.28852513432502747 (0.25032811164855956) | > loss_disc_real_4: 0.30262237787246704 (0.2453057199716568) | > loss_disc_real_5: 0.32181665301322937 (0.2588794380426407) | > loss_0: 2.682218313217163 (2.4522570610046386) | > loss_gen: 2.106052875518799 (2.119857740402222) | > loss_kl: 2.9328014850616455 (3.341319465637207) | > loss_feat: 4.124777317047119 (6.0455094337463375) | > loss_mel: 18.05173110961914 (18.36675567626953) | > loss_duration: 2.3593649864196777 (2.372782278060913) | > loss_1: 29.57472801208496 (32.246224594116214)  --> STEP: 6 | > loss_disc: 2.2870676517486572 (2.4247254927953086) | > loss_disc_real_0: 0.11400914192199707 (0.11477854227026303) | > loss_disc_real_1: 0.13590915501117706 (0.13214069853226343) | > loss_disc_real_2: 0.1957024484872818 (0.1912002737323443) | > loss_disc_real_3: 0.2229497879743576 (0.24576505770285925) | > loss_disc_real_4: 0.20520034432411194 (0.23862149069706598) | > loss_disc_real_5: 0.21090947091579437 (0.25088444352149963) | > loss_0: 2.2870676517486572 (2.4247254927953086) | > loss_gen: 2.211646318435669 (2.1351558367411294) | > loss_kl: 2.9853694438934326 (3.2819944620132446) | > loss_feat: 6.564961910247803 (6.132084846496582) | > loss_mel: 18.856386184692383 (18.448360761006672) | > loss_duration: 2.2105817794799805 (2.345748861630758) | > loss_1: 32.82894515991211 (32.34334468841553)  --> STEP: 7 | > loss_disc: 2.1459665298461914 (2.3849027838025774) | > loss_disc_real_0: 0.07188728451728821 (0.10865121973412377) | > loss_disc_real_1: 0.1280684620141983 (0.13155895045825414) | > loss_disc_real_2: 0.2040659636259079 (0.19303822943142482) | > loss_disc_real_3: 0.31308725476264954 (0.25538251442568644) | > loss_disc_real_4: 0.24334660172462463 (0.2392965065581458) | > loss_disc_real_5: 0.24768748879432678 (0.2504277357033321) | > loss_0: 2.1459665298461914 (2.3849027838025774) | > loss_gen: 2.743706226348877 (2.2220916066850935) | > loss_kl: 3.8962955474853516 (3.3697517599378313) | > loss_feat: 7.304466247558594 (6.299567903791155) | > loss_mel: 18.177631378173828 (18.409685134887695) | > loss_duration: 2.4553160667419434 (2.361401319503784) | > loss_1: 34.577415466308594 (32.662497656685964)  --> STEP: 8 | > loss_disc: 2.6369762420654297 (2.416411966085434) | > loss_disc_real_0: 0.1994151622056961 (0.11999671254307032) | > loss_disc_real_1: 0.1713894009590149 (0.13653775677084923) | > loss_disc_real_2: 0.2059212327003479 (0.1946486048400402) | > loss_disc_real_3: 0.2484315186738968 (0.2545136399567127) | > loss_disc_real_4: 0.23140496015548706 (0.23831006325781345) | > loss_disc_real_5: 0.2754491865634918 (0.25355541706085205) | > loss_0: 2.6369762420654297 (2.416411966085434) | > loss_gen: 2.170701026916504 (2.2156677842140198) | > loss_kl: 2.8165218830108643 (3.3005980253219604) | > loss_feat: 8.676960945129395 (6.596742033958435) | > loss_mel: 16.77873992919922 (18.205816984176636) | > loss_duration: 2.214848518371582 (2.343082219362259) | > loss_1: 32.657772064208984 (32.66190695762634)  --> STEP: 9 | > loss_disc: 2.269805908203125 (2.4001224040985107) | > loss_disc_real_0: 0.11849753558635712 (0.11983013732565774) | > loss_disc_real_1: 0.1336790919303894 (0.13622012734413147) | > loss_disc_real_2: 0.24368305504322052 (0.20009687708483803) | > loss_disc_real_3: 0.17410631477832794 (0.24557949271466997) | > loss_disc_real_4: 0.17590710520744324 (0.23137640125221676) | > loss_disc_real_5: 0.19796764850616455 (0.24737899833255345) | > loss_0: 2.269805908203125 (2.4001224040985107) | > loss_gen: 2.189970016479492 (2.212812476687961) | > loss_kl: 3.2576520442962646 (3.2958262496524386) | > loss_feat: 8.64480209350586 (6.824304262797038) | > loss_mel: 18.11272621154785 (18.19547356499566) | > loss_duration: 2.1746296882629395 (2.3243652714623346) | > loss_1: 34.37977981567383 (32.85278171963162)  --> STEP: 10 | > loss_disc: 2.8090500831604004 (2.4410151720046995) | > loss_disc_real_0: 0.19529952108860016 (0.12737707570195198) | > loss_disc_real_1: 0.218121737241745 (0.14441028833389283) | > loss_disc_real_2: 0.2746609151363373 (0.20755328088998795) | > loss_disc_real_3: 0.33060550689697266 (0.2540820941329002) | > loss_disc_real_4: 0.3202686905860901 (0.2402656301856041) | > loss_disc_real_5: 0.3471156656742096 (0.25735266506671906) | > loss_0: 2.8090500831604004 (2.4410151720046995) | > loss_gen: 2.5200047492980957 (2.2435317039489746) | > loss_kl: 2.527437925338745 (3.2189874172210695) | > loss_feat: 5.550108909606934 (6.696884727478027) | > loss_mel: 18.6873836517334 (18.244664573669432) | > loss_duration: 2.3387694358825684 (2.325805687904358) | > loss_1: 31.62370491027832 (32.72987403869629)  --> STEP: 11 | > loss_disc: 2.7289037704467773 (2.467186862772161) | > loss_disc_real_0: 0.21911373734474182 (0.13571677221493286) | > loss_disc_real_1: 0.12430546432733536 (0.14258257706056943) | > loss_disc_real_2: 0.2498105764389038 (0.21139485321261667) | > loss_disc_real_3: 0.25008276104927063 (0.25371851839802484) | > loss_disc_real_4: 0.20028527081012726 (0.23663105206056076) | > loss_disc_real_5: 0.2603130042552948 (0.257621786811135) | > loss_0: 2.7289037704467773 (2.467186862772161) | > loss_gen: 1.8962056636810303 (2.2119566093791616) | > loss_kl: 3.414292812347412 (3.236742453141646) | > loss_feat: 5.797226905822754 (6.615097652782094) | > loss_mel: 16.25281524658203 (18.063587362116035) | > loss_duration: 2.4696993827819824 (2.338886932893233) | > loss_1: 29.83024024963379 (32.466270966963336)  --> STEP: 12 | > loss_disc: 2.301947832107544 (2.45341694355011) | > loss_disc_real_0: 0.08516934514045715 (0.1315044866253932) | > loss_disc_real_1: 0.1262200027704239 (0.1412190292030573) | > loss_disc_real_2: 0.27553999423980713 (0.2167402816315492) | > loss_disc_real_3: 0.24770750105381012 (0.2532176002860069) | > loss_disc_real_4: 0.1896173506975174 (0.23271324361364046) | > loss_disc_real_5: 0.19843119382858276 (0.25268923739592236) | > loss_0: 2.301947832107544 (2.45341694355011) | > loss_gen: 2.2758357524871826 (2.21727987130483) | > loss_kl: 2.6377110481262207 (3.1868231693903604) | > loss_feat: 6.227672576904297 (6.582812229792277) | > loss_mel: 17.58433723449707 (18.02364985148112) | > loss_duration: 2.2839035987854004 (2.334304988384247) | > loss_1: 31.009458541870117 (32.3448699315389)  --> STEP: 13 | > loss_disc: 2.5331382751464844 (2.459549353672908) | > loss_disc_real_0: 0.12204492092132568 (0.1307768277250803) | > loss_disc_real_1: 0.16128379106521606 (0.14276247242322335) | > loss_disc_real_2: 0.17354755103588104 (0.21341776389342088) | > loss_disc_real_3: 0.26640215516090393 (0.25423179681484515) | > loss_disc_real_4: 0.24333490431308746 (0.23353029443667486) | > loss_disc_real_5: 0.25993531942367554 (0.25324662832113415) | > loss_0: 2.5331382751464844 (2.459549353672908) | > loss_gen: 2.1113176345825195 (2.2091289300184984) | > loss_kl: 3.2374353408813477 (3.190716413351206) | > loss_feat: 5.276920318603516 (6.48235900585468) | > loss_mel: 16.29009437561035 (17.890299430260292) | > loss_duration: 2.301220178604126 (2.3317600030165453) | > loss_1: 29.21698760986328 (32.10426359910231)  --> STEP: 14 | > loss_disc: 2.5301663875579834 (2.4645934275218417) | > loss_disc_real_0: 0.09481360018253326 (0.12820802575775553) | > loss_disc_real_1: 0.0980246514081955 (0.13956691377929278) | > loss_disc_real_2: 0.228510320186615 (0.21449580362864903) | > loss_disc_real_3: 0.268131822347641 (0.2552246557814734) | > loss_disc_real_4: 0.20366288721561432 (0.2313969082065991) | > loss_disc_real_5: 0.22555677592754364 (0.251268781721592) | > loss_0: 2.5301663875579834 (2.4645934275218417) | > loss_gen: 1.9539215564727783 (2.19089983190809) | > loss_kl: 3.589371681213379 (3.219191789627075) | > loss_feat: 5.771531581878662 (6.431585618427822) | > loss_mel: 18.553497314453125 (17.937670707702637) | > loss_duration: 2.423964023590088 (2.338346004486084) | > loss_1: 32.29228591918945 (32.11769376482282)  --> STEP: 15 | > loss_disc: 2.195197105407715 (2.4466336727142335) | > loss_disc_real_0: 0.10143683850765228 (0.12642327994108196) | > loss_disc_real_1: 0.0839734673500061 (0.13586068401734033) | > loss_disc_real_2: 0.13623084127902985 (0.20927813947200774) | > loss_disc_real_3: 0.16622969508171082 (0.24929165840148923) | > loss_disc_real_4: 0.18391284346580505 (0.22823130389054616) | > loss_disc_real_5: 0.17532874643802643 (0.24620611270268764) | > loss_0: 2.195197105407715 (2.4466336727142335) | > loss_gen: 2.0252785682678223 (2.179858414332072) | > loss_kl: 3.376915216445923 (3.2297066847483316) | > loss_feat: 7.662909984588623 (6.513673909505209) | > loss_mel: 17.95864486694336 (17.93906898498535) | > loss_duration: 2.314897060394287 (2.3367827415466307) | > loss_1: 33.338645935058594 (32.19909057617187)  --> STEP: 16 | > loss_disc: 2.4499332904815674 (2.4468398988246918) | > loss_disc_real_0: 0.1527850329875946 (0.12807088950648898) | > loss_disc_real_1: 0.15323147177696228 (0.1369463582523167) | > loss_disc_real_2: 0.16910654306411743 (0.2067674146965146) | > loss_disc_real_3: 0.19755931198596954 (0.24605838675051925) | > loss_disc_real_4: 0.19767922163009644 (0.22632179874926805) | > loss_disc_real_5: 0.20063170790672302 (0.24335771240293985) | > loss_0: 2.4499332904815674 (2.4468398988246918) | > loss_gen: 1.9708237648010254 (2.1667937487363815) | > loss_kl: 3.2713866233825684 (3.2323116809129715) | > loss_feat: 5.3990583419799805 (6.444010436534882) | > loss_mel: 16.132850646972656 (17.826180338859558) | > loss_duration: 2.3759939670562744 (2.3392334431409836) | > loss_1: 29.15011215209961 (32.00852942466735)  --> STEP: 17 | > loss_disc: 2.5783936977386475 (2.454578357584336) | > loss_disc_real_0: 0.1479436159133911 (0.12923987341277735) | > loss_disc_real_1: 0.16493262350559235 (0.13859260914956822) | > loss_disc_real_2: 0.31704458594322205 (0.2132543071227915) | > loss_disc_real_3: 0.2524053156375885 (0.24643173550858216) | > loss_disc_real_4: 0.25470203161239624 (0.227991224211805) | > loss_disc_real_5: 0.2587027847766876 (0.24426036371904267) | > loss_0: 2.5783936977386475 (2.454578357584336) | > loss_gen: 2.2898619174957275 (2.174033052781049) | > loss_kl: 2.801157236099243 (3.206949654747458) | > loss_feat: 7.185824394226074 (6.487646551693187) | > loss_mel: 17.787734985351562 (17.823918847476733) | > loss_duration: 2.4375641345977783 (2.3450176014619717) | > loss_1: 32.502140045166016 (32.037565343520214)  --> STEP: 18 | > loss_disc: 2.8244783878326416 (2.4751283592647977) | > loss_disc_real_0: 0.13982272148132324 (0.12982780941658545) | > loss_disc_real_1: 0.1326550990343094 (0.13826274747649828) | > loss_disc_real_2: 0.21908286213874817 (0.2135781157347891) | > loss_disc_real_3: 0.27453070878982544 (0.24799278957976234) | > loss_disc_real_4: 0.2305581271648407 (0.2281338299314181) | > loss_disc_real_5: 0.26473546028137207 (0.24539786908361652) | > loss_0: 2.8244783878326416 (2.4751283592647977) | > loss_gen: 1.8906725645065308 (2.1582908034324646) | > loss_kl: 2.8046865463256836 (3.1846017042795816) | > loss_feat: 8.236680030822754 (6.584815078311497) | > loss_mel: 17.325157165527344 (17.796209865146214) | > loss_duration: 2.267275333404541 (2.340698586569892) | > loss_1: 32.524471282958984 (32.06461567348904)  --> STEP: 19 | > loss_disc: 2.64669132232666 (2.4841579888996326) | > loss_disc_real_0: 0.21018514037132263 (0.1340571426247295) | > loss_disc_real_1: 0.1564926654100418 (0.13922221684142164) | > loss_disc_real_2: 0.1719038337469101 (0.21138473247226916) | > loss_disc_real_3: 0.26162394881248474 (0.24871021901306353) | > loss_disc_real_4: 0.2712266147136688 (0.2304018712357471) | > loss_disc_real_5: 0.36092695593833923 (0.2514783473391282) | > loss_0: 2.64669132232666 (2.4841579888996326) | > loss_gen: 2.180556058883667 (2.159462658982528) | > loss_kl: 2.3860414028167725 (3.1425722147289075) | > loss_feat: 5.612277984619141 (6.533628915485583) | > loss_mel: 17.974428176879883 (17.80558977629009) | > loss_duration: 2.314033269882202 (2.3392951488494873) | > loss_1: 30.467336654663086 (31.98054835670872)  --> STEP: 20 | > loss_disc: 2.6778736114501953 (2.4938437700271607) | > loss_disc_real_0: 0.1644437611103058 (0.13557647354900831) | > loss_disc_real_1: 0.19157035648822784 (0.14183962382376195) | > loss_disc_real_2: 0.2303527593612671 (0.21233313381671906) | > loss_disc_real_3: 0.27845698595046997 (0.2501975573599339) | > loss_disc_real_4: 0.2601030766963959 (0.23188693150877954) | > loss_disc_real_5: 0.2464331090450287 (0.2512260854244232) | > loss_0: 2.6778736114501953 (2.4938437700271607) | > loss_gen: 2.01340651512146 (2.1521598517894747) | > loss_kl: 2.6639413833618164 (3.118640673160553) | > loss_feat: 4.75886344909668 (6.444890642166138) | > loss_mel: 18.827465057373047 (17.85668354034424) | > loss_duration: 2.304790735244751 (2.3375699281692506) | > loss_1: 30.56846809387207 (31.909944343566888)  --> STEP: 21 | > loss_disc: 2.512624979019165 (2.4947381133124944) | > loss_disc_real_0: 0.17476949095726013 (0.13744280771130604) | > loss_disc_real_1: 0.17607109248638153 (0.14346969376007715) | > loss_disc_real_2: 0.24111685156822205 (0.2137037870429811) | > loss_disc_real_3: 0.30419209599494934 (0.2527687258663632) | > loss_disc_real_4: 0.2086411714553833 (0.2307799905538559) | > loss_disc_real_5: 0.20184414088726044 (0.2488745642559869) | > loss_0: 2.512624979019165 (2.4947381133124944) | > loss_gen: 2.234732151031494 (2.1560918660390946) | > loss_kl: 1.955035924911499 (3.0632309232439314) | > loss_feat: 5.2437639236450195 (6.38769413176037) | > loss_mel: 17.116846084594727 (17.82145318530855) | > loss_duration: 2.1581740379333496 (2.3290272667294456) | > loss_1: 28.708553314208984 (31.757497151692704)  --> STEP: 22 | > loss_disc: 2.5697991847991943 (2.4981499801982534) | > loss_disc_real_0: 0.14954489469528198 (0.13799290257421404) | > loss_disc_real_1: 0.155960351228714 (0.14403745091774248) | > loss_disc_real_2: 0.23552049696445465 (0.21469545567577536) | > loss_disc_real_3: 0.2932780086994171 (0.2546100569042293) | > loss_disc_real_4: 0.26938149333000183 (0.232534604316408) | > loss_disc_real_5: 0.2706412374973297 (0.24986395849422974) | > loss_0: 2.5697991847991943 (2.4981499801982534) | > loss_gen: 2.162846326828003 (2.1563988869840447) | > loss_kl: 2.292898178100586 (3.0282157984646885) | > loss_feat: 6.54463529586792 (6.394827821037986) | > loss_mel: 15.827810287475586 (17.73083305358887) | > loss_duration: 2.186964511871338 (2.32256986878135) | > loss_1: 29.015153884887695 (31.632845185019747)  --> STEP: 23 | > loss_disc: 2.3135437965393066 (2.4901236243869946) | > loss_disc_real_0: 0.11454159021377563 (0.13697328029767322) | > loss_disc_real_1: 0.12809574604034424 (0.14334433331437732) | > loss_disc_real_2: 0.15001916885375977 (0.21188344320525293) | > loss_disc_real_3: 0.2659418284893036 (0.25510274262531946) | > loss_disc_real_4: 0.2450980693101883 (0.23308084192483322) | > loss_disc_real_5: 0.1965339630842209 (0.24754526304162067) | > loss_0: 2.3135437965393066 (2.4901236243869946) | > loss_gen: 2.1413958072662354 (2.155746579170227) | > loss_kl: 2.16195011138916 (2.9905520729396655) | > loss_feat: 5.383370399475098 (6.350851411404817) | > loss_mel: 17.74134063720703 (17.731289905050527) | > loss_duration: 2.2671756744384766 (2.3201614255490512) | > loss_1: 29.695232391357422 (31.54860115051269)  --> STEP: 24 | > loss_disc: 2.3267605304718018 (2.483316828807195) | > loss_disc_real_0: 0.09118086099624634 (0.13506526282678044) | > loss_disc_real_1: 0.1752205640077591 (0.14467250959326824) | > loss_disc_real_2: 0.22841334342956543 (0.21257218904793262) | > loss_disc_real_3: 0.22966746985912323 (0.2540429395933946) | > loss_disc_real_4: 0.22892732918262482 (0.23290777889390787) | > loss_disc_real_5: 0.1891365349292755 (0.24511156603693962) | > loss_0: 2.3267605304718018 (2.483316828807195) | > loss_gen: 2.1057627201080322 (2.153663918375969) | > loss_kl: 2.8149373531341553 (2.983234792947769) | > loss_feat: 5.891722679138184 (6.331721047560374) | > loss_mel: 17.64139747619629 (17.7275443871816) | > loss_duration: 2.4282000064849854 (2.3246630330880484) | > loss_1: 30.88201904296875 (31.520826896031693)  --> STEP: 25 | > loss_disc: 2.467463970184326 (2.48268271446228) | > loss_disc_real_0: 0.14767494797706604 (0.13556965023279186) | > loss_disc_real_1: 0.14204321801662445 (0.1445673379302025) | > loss_disc_real_2: 0.26370367407798767 (0.21461744844913483) | > loss_disc_real_3: 0.2809832692146301 (0.255120552778244) | > loss_disc_real_4: 0.21315911412239075 (0.23211783230304717) | > loss_disc_real_5: 0.27611884474754333 (0.24635185718536376) | > loss_0: 2.467463970184326 (2.48268271446228) | > loss_gen: 2.338196277618408 (2.1610452127456665) | > loss_kl: 2.550358772277832 (2.9659197521209717) | > loss_feat: 7.5553364753723145 (6.3806656646728515) | > loss_mel: 17.476686477661133 (17.71751007080078) | > loss_duration: 2.36637806892395 (2.3263316345214844) | > loss_1: 32.286956787109375 (31.5514720916748)  --> STEP: 26 | > loss_disc: 2.8100621700286865 (2.495274231984065) | > loss_disc_real_0: 0.06398306787014008 (0.13281632014192063) | > loss_disc_real_1: 0.062360312789678574 (0.14140552927095157) | > loss_disc_real_2: 0.21526019275188446 (0.21464216938385597) | > loss_disc_real_3: 0.16165612637996674 (0.25152576714754105) | > loss_disc_real_4: 0.18916375935077667 (0.2304657525741137) | > loss_disc_real_5: 0.1326562464237213 (0.24197894907914674) | > loss_0: 2.8100621700286865 (2.495274231984065) | > loss_gen: 1.4847517013549805 (2.1350339238460245) | > loss_kl: 2.656226396560669 (2.954008469214806) | > loss_feat: 11.723132133483887 (6.586145144242507) | > loss_mel: 20.542078018188477 (17.826147299546463) | > loss_duration: 2.3034887313842773 (2.3254530613238993) | > loss_1: 38.709678649902344 (31.826787728529705) --> EVAL PERFORMANCE | > avg_loader_time: 0.002527447847219614 (+0.00019354086655836832) | > avg_loss_disc: 2.495274231984065 (+0.11188716154832168) | > avg_loss_disc_real_0: 0.13281632014192063 (-0.02354191530209329) | > avg_loss_disc_real_1: 0.14140552927095157 (-0.07973621255503249) | > avg_loss_disc_real_2: 0.21464216938385597 (-0.0025823334088692362) | > avg_loss_disc_real_3: 0.25152576714754105 (+0.000779265967699172) | > avg_loss_disc_real_4: 0.2304657525741137 (-0.0006343997441805305) | > avg_loss_disc_real_5: 0.24197894907914674 (+0.0007447967162498847) | > avg_loss_0: 2.495274231984065 (+0.11188716154832168) | > avg_loss_gen: 2.1350339238460245 (-0.41033493097011897) | > avg_loss_kl: 2.954008469214806 (+0.12390859310443592) | > avg_loss_feat: 6.586145144242507 (-0.5674857176267185) | > avg_loss_mel: 17.826147299546463 (-0.03854608535765891) | > avg_loss_duration: 2.3254530613238993 (-0.018865997974689463) | > avg_loss_1: 31.826787728529705 (-0.9113243543184844)  > EPOCH: 570/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:17:43)   --> TIME: 2024-06-11 16:17:53 -- STEP: 24/330 -- GLOBAL_STEP: 276125 | > loss_disc: 2.288353204727173 (2.3402620553970332) | > loss_disc_real_0: 0.09790033102035522 (0.10441691366334756) | > loss_disc_real_1: 0.18365909159183502 (0.19884404415885606) | > loss_disc_real_2: 0.20796751976013184 (0.20780721555153528) | > loss_disc_real_3: 0.21703647077083588 (0.2288999054580927) | > loss_disc_real_4: 0.21923574805259705 (0.23349625368913016) | > loss_disc_real_5: 0.21113018691539764 (0.2243693514416615) | > loss_0: 2.288353204727173 (2.3402620553970332) | > grad_norm_0: tensor(16.5492, device='cuda:0') (tensor(10.7656, device='cuda:0')) | > loss_gen: 2.563215732574463 (2.5000369449456534) | > loss_kl: 2.154578924179077 (1.9010013043880463) | > loss_feat: 7.6372551918029785 (6.912381490071614) | > loss_mel: 17.474058151245117 (17.74575042724609) | > loss_duration: 1.965691089630127 (2.0570026934146877) | > loss_1: 31.794797897338867 (31.11617334683736) | > grad_norm_1: tensor(167.0363, device='cuda:0') (tensor(139.4068, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.3587 (0.3660910725593567) | > loader_time: 0.003 (0.003383080164591471)  --> TIME: 2024-06-11 16:18:03 -- STEP: 49/330 -- GLOBAL_STEP: 276150 | > loss_disc: 2.286872386932373 (2.339215195908838) | > loss_disc_real_0: 0.07458388060331345 (0.10453446483125492) | > loss_disc_real_1: 0.17009373009204865 (0.19786570266801484) | > loss_disc_real_2: 0.1826227456331253 (0.20856171724747638) | > loss_disc_real_3: 0.1991378515958786 (0.22693522639420569) | > loss_disc_real_4: 0.21650661528110504 (0.23311122157135789) | > loss_disc_real_5: 0.19279728829860687 (0.22382012709062926) | > loss_0: 2.286872386932373 (2.339215195908838) | > grad_norm_0: tensor(9.3905, device='cuda:0') (tensor(10.3769, device='cuda:0')) | > loss_gen: 2.546022415161133 (2.4916379403094857) | > loss_kl: 1.9992427825927734 (1.929708254580595) | > loss_feat: 7.191674709320068 (6.981574622952208) | > loss_mel: 17.43726921081543 (17.746980433561358) | > loss_duration: 1.9652574062347412 (2.019536064595591) | > loss_1: 31.139467239379883 (31.169437564149195) | > grad_norm_1: tensor(147.3433, device='cuda:0') (tensor(133.3954, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.36 (0.3688165119716099) | > loader_time: 0.0034 (0.003496841508515027)  --> TIME: 2024-06-11 16:18:12 -- STEP: 74/330 -- GLOBAL_STEP: 276175 | > loss_disc: 2.1376912593841553 (2.346176286001463) | > loss_disc_real_0: 0.0904478132724762 (0.1075126401878692) | > loss_disc_real_1: 0.14944785833358765 (0.1979642220445581) | > loss_disc_real_2: 0.20409618318080902 (0.21000037684633927) | > loss_disc_real_3: 0.20385092496871948 (0.22959202266222722) | > loss_disc_real_4: 0.1936061680316925 (0.23139753051706263) | > loss_disc_real_5: 0.2164418250322342 (0.2231761182884912) | > loss_0: 2.1376912593841553 (2.346176286001463) | > grad_norm_0: tensor(4.1692, device='cuda:0') (tensor(10.8156, device='cuda:0')) | > loss_gen: 2.6306819915771484 (2.4876071085801006) | > loss_kl: 1.9675809144973755 (1.9454951366862736) | > loss_feat: 7.396258354187012 (7.022962357546832) | > loss_mel: 17.498369216918945 (17.753876660321197) | > loss_duration: 1.9219074249267578 (2.0059207677841178) | > loss_1: 31.414798736572266 (31.215862171069997) | > grad_norm_1: tensor(82.9224, device='cuda:0') (tensor(128.8198, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.3683 (0.3695127094114149) | > loader_time: 0.0043 (0.003606706052213102)  --> TIME: 2024-06-11 16:18:22 -- STEP: 99/330 -- GLOBAL_STEP: 276200 | > loss_disc: 2.2401506900787354 (2.3462278698429917) | > loss_disc_real_0: 0.0791591927409172 (0.1090688125954734) | > loss_disc_real_1: 0.1729474663734436 (0.19779850286666792) | > loss_disc_real_2: 0.22085252404212952 (0.21119403718697904) | > loss_disc_real_3: 0.23050044476985931 (0.2294313743560001) | > loss_disc_real_4: 0.22752167284488678 (0.23125275051352953) | > loss_disc_real_5: 0.218474879860878 (0.22288696543134826) | > loss_0: 2.2401506900787354 (2.3462278698429917) | > grad_norm_0: tensor(6.8791, device='cuda:0') (tensor(11.9451, device='cuda:0')) | > loss_gen: 2.5328099727630615 (2.4868878282681863) | > loss_kl: 1.8110750913619995 (1.9512396605327875) | > loss_feat: 7.230715751647949 (7.020499662919478) | > loss_mel: 17.682384490966797 (17.689747993392164) | > loss_duration: 2.0127928256988525 (2.006854955596153) | > loss_1: 31.269777297973633 (31.15523016573203) | > grad_norm_1: tensor(142.3514, device='cuda:0') (tensor(144.8764, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.3797 (0.3711158097392381) | > loader_time: 0.0038 (0.003684137806747899)  --> TIME: 2024-06-11 16:18:32 -- STEP: 124/330 -- GLOBAL_STEP: 276225 | > loss_disc: 2.3997139930725098 (2.351174848694955) | > loss_disc_real_0: 0.12033411860466003 (0.1104277586263995) | > loss_disc_real_1: 0.15884912014007568 (0.19706054776906967) | > loss_disc_real_2: 0.22306418418884277 (0.21146336618450381) | > loss_disc_real_3: 0.23586194217205048 (0.22931852420010873) | > loss_disc_real_4: 0.2273099720478058 (0.23121310434033793) | > loss_disc_real_5: 0.20555023849010468 (0.22304939250311545) | > loss_0: 2.3997139930725098 (2.351174848694955) | > grad_norm_0: tensor(6.4102, device='cuda:0') (tensor(11.6324, device='cuda:0')) | > loss_gen: 2.3337090015411377 (2.4808222728390854) | > loss_kl: 2.1213557720184326 (1.954823632394114) | > loss_feat: 6.503275394439697 (7.01815721296495) | > loss_mel: 17.355592727661133 (17.696576349196892) | > loss_duration: 2.0234375 (2.0108307052043166) | > loss_1: 30.337371826171875 (31.161210198556223) | > grad_norm_1: tensor(85.8694, device='cuda:0') (tensor(137.0790, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.387 (0.3729848131056755) | > loader_time: 0.004 (0.0037636083941305835)  --> TIME: 2024-06-11 16:18:42 -- STEP: 149/330 -- GLOBAL_STEP: 276250 | > loss_disc: 2.4980416297912598 (2.3535516358061925) | > loss_disc_real_0: 0.11123026907444 (0.11152139641094527) | > loss_disc_real_1: 0.1755009889602661 (0.19738985018042107) | > loss_disc_real_2: 0.19870984554290771 (0.21115742263777945) | > loss_disc_real_3: 0.2641527056694031 (0.22910835238911162) | > loss_disc_real_4: 0.26221683621406555 (0.2307390216612976) | > loss_disc_real_5: 0.25191837549209595 (0.22346117132462107) | > loss_0: 2.4980416297912598 (2.3535516358061925) | > grad_norm_0: tensor(41.9311, device='cuda:0') (tensor(13.5756, device='cuda:0')) | > loss_gen: 2.5489704608917236 (2.4842685389038706) | > loss_kl: 1.9011303186416626 (1.9649252811534292) | > loss_feat: 6.941925048828125 (7.050056751942474) | > loss_mel: 18.219717025756836 (17.713173872672467) | > loss_duration: 2.0408458709716797 (2.014537581661404) | > loss_1: 31.652589797973633 (31.22696204473508) | > grad_norm_1: tensor(227.9427, device='cuda:0') (tensor(160.6890, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.3877 (0.3770537600421265) | > loader_time: 0.0041 (0.0038699863741061833)  --> TIME: 2024-06-11 16:18:52 -- STEP: 174/330 -- GLOBAL_STEP: 276275 | > loss_disc: 2.30892276763916 (2.3574518444894372) | > loss_disc_real_0: 0.08022519946098328 (0.11266663499262142) | > loss_disc_real_1: 0.21804694831371307 (0.1976724718322699) | > loss_disc_real_2: 0.19487187266349792 (0.21169728862828222) | > loss_disc_real_3: 0.21472053229808807 (0.22914225590982656) | > loss_disc_real_4: 0.21294744312763214 (0.22957171422654185) | > loss_disc_real_5: 0.22841806709766388 (0.22388460504255073) | > loss_0: 2.30892276763916 (2.3574518444894372) | > grad_norm_0: tensor(14.3922, device='cuda:0') (tensor(15.5885, device='cuda:0')) | > loss_gen: 2.6384007930755615 (2.4883664270927164) | > loss_kl: 2.002678394317627 (1.9667513199236202) | > loss_feat: 7.690796375274658 (7.052121080201248) | > loss_mel: 18.10031509399414 (17.707560626939795) | > loss_duration: 2.123436450958252 (2.019734246292334) | > loss_1: 32.555625915527344 (31.234533671675056) | > grad_norm_1: tensor(238.0831, device='cuda:0') (tensor(172.4774, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.3784 (0.3786929407338986) | > loader_time: 0.0043 (0.0039464660074519)  --> TIME: 2024-06-11 16:19:02 -- STEP: 199/330 -- GLOBAL_STEP: 276300 | > loss_disc: 2.3715298175811768 (2.3588528117941854) | > loss_disc_real_0: 0.10815361142158508 (0.11303168112159374) | > loss_disc_real_1: 0.18885661661624908 (0.19838801715242205) | > loss_disc_real_2: 0.24481797218322754 (0.21231224503948462) | > loss_disc_real_3: 0.23962822556495667 (0.2294874078963869) | > loss_disc_real_4: 0.253503680229187 (0.22986904827494117) | > loss_disc_real_5: 0.26580291986465454 (0.2231903178757758) | > loss_0: 2.3715298175811768 (2.3588528117941854) | > grad_norm_0: tensor(20.1628, device='cuda:0') (tensor(18.1381, device='cuda:0')) | > loss_gen: 2.5189504623413086 (2.4965508343586373) | > loss_kl: 1.9463260173797607 (1.9736417256408) | > loss_feat: 6.902756214141846 (7.062827210929526) | > loss_mel: 17.66179847717285 (17.681148807008064) | > loss_duration: 2.12646222114563 (2.02779810812006) | > loss_1: 31.156293869018555 (31.24196666928392) | > grad_norm_1: tensor(256.5131, device='cuda:0') (tensor(196.0086, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.4036 (0.3806401976388902) | > loader_time: 0.0048 (0.0040506777451865044)  --> TIME: 2024-06-11 16:19:12 -- STEP: 224/330 -- GLOBAL_STEP: 276325 | > loss_disc: 2.409719944000244 (2.359067966895444) | > loss_disc_real_0: 0.20856745541095734 (0.11469934686153595) | > loss_disc_real_1: 0.19631615281105042 (0.19820955216086336) | > loss_disc_real_2: 0.182641863822937 (0.21200092303167498) | > loss_disc_real_3: 0.21672892570495605 (0.22930241003632545) | > loss_disc_real_4: 0.24596433341503143 (0.22957122485552514) | > loss_disc_real_5: 0.2388850748538971 (0.22293460907946736) | > loss_0: 2.409719944000244 (2.359067966895444) | > grad_norm_0: tensor(56.8524, device='cuda:0') (tensor(21.4221, device='cuda:0')) | > loss_gen: 2.6507620811462402 (2.501536521528448) | > loss_kl: 1.8672846555709839 (1.9777713460581643) | > loss_feat: 8.163818359375 (7.0621107412236075) | > loss_mel: 17.239395141601562 (17.635314481598996) | > loss_duration: 2.138625144958496 (2.0349244289100166) | > loss_1: 32.05988693237305 (31.21165750707899) | > grad_norm_1: tensor(522.1134, device='cuda:0') (tensor(219.5209, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.411 (0.38330998803888044) | > loader_time: 0.0053 (0.004160663911274501)  --> TIME: 2024-06-11 16:19:23 -- STEP: 249/330 -- GLOBAL_STEP: 276350 | > loss_disc: 2.406466245651245 (2.3599845673664506) | > loss_disc_real_0: 0.14315861463546753 (0.11541375037596886) | > loss_disc_real_1: 0.18769851326942444 (0.19863834803602304) | > loss_disc_real_2: 0.20497789978981018 (0.2119236748261624) | > loss_disc_real_3: 0.24106627702713013 (0.2295959705569179) | > loss_disc_real_4: 0.2420644611120224 (0.229175139742204) | > loss_disc_real_5: 0.2226288765668869 (0.22249086566239473) | > loss_0: 2.406466245651245 (2.3599845673664506) | > grad_norm_0: tensor(34.3468, device='cuda:0') (tensor(23.7574, device='cuda:0')) | > loss_gen: 2.517657518386841 (2.5011180222752585) | > loss_kl: 1.9700608253479004 (1.9802814181071209) | > loss_feat: 6.540583610534668 (7.059755656613882) | > loss_mel: 17.17047882080078 (17.58896987792479) | > loss_duration: 2.1059300899505615 (2.042967777654348) | > loss_1: 30.304712295532227 (31.173092754011652) | > grad_norm_1: tensor(56.5892, device='cuda:0') (tensor(235.6492, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.4089 (0.38729574402652106) | > loader_time: 0.006 (0.004291048969130918)  --> TIME: 2024-06-11 16:19:34 -- STEP: 274/330 -- GLOBAL_STEP: 276375 | > loss_disc: 2.4629454612731934 (2.361877945217773) | > loss_disc_real_0: 0.17474675178527832 (0.11643115405238023) | > loss_disc_real_1: 0.18159374594688416 (0.19869155050629247) | > loss_disc_real_2: 0.1931636780500412 (0.2122139081250142) | > loss_disc_real_3: 0.24747006595134735 (0.22959859690962048) | > loss_disc_real_4: 0.30155330896377563 (0.229824483884077) | > loss_disc_real_5: 0.2857940196990967 (0.22289953206794974) | > loss_0: 2.4629454612731934 (2.361877945217773) | > grad_norm_0: tensor(35.4612, device='cuda:0') (tensor(24.5421, device='cuda:0')) | > loss_gen: 2.4942381381988525 (2.4969584158737295) | > loss_kl: 2.013953447341919 (1.984251748036294) | > loss_feat: 6.725327491760254 (7.055950166535204) | > loss_mel: 16.77817153930664 (17.53192731759844) | > loss_duration: 2.1386871337890625 (2.051275640073483) | > loss_1: 30.15037727355957 (31.120363305084897) | > grad_norm_1: tensor(474.9847, device='cuda:0') (tensor(246.9626, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.4482 (0.3918787945796102) | > loader_time: 0.006 (0.0044344646217179115)  --> TIME: 2024-06-11 16:19:46 -- STEP: 299/330 -- GLOBAL_STEP: 276400 | > loss_disc: 2.502277135848999 (2.365712082904318) | > loss_disc_real_0: 0.15561029314994812 (0.11739771183966394) | > loss_disc_real_1: 0.19964668154716492 (0.19887585723679202) | > loss_disc_real_2: 0.22760851681232452 (0.2121858840503023) | > loss_disc_real_3: 0.21610645949840546 (0.22964708507061005) | > loss_disc_real_4: 0.26844629645347595 (0.2299449496145631) | > loss_disc_real_5: 0.23387037217617035 (0.22331504060273177) | > loss_0: 2.502277135848999 (2.365712082904318) | > grad_norm_0: tensor(8.4627, device='cuda:0') (tensor(25.1048, device='cuda:0')) | > loss_gen: 2.278902530670166 (2.4902020768577042) | > loss_kl: 2.075864315032959 (1.9910577455890617) | > loss_feat: 6.289735317230225 (7.05612942686049) | > loss_mel: 16.576902389526367 (17.479031259798283) | > loss_duration: 2.2125344276428223 (2.0615546380397065) | > loss_1: 29.433937072753906 (31.077975167877298) | > grad_norm_1: tensor(121.9175, device='cuda:0') (tensor(253.1728, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.4664 (0.39751905422146894) | > loader_time: 0.0062 (0.0046075873550364)  --> TIME: 2024-06-11 16:20:00 -- STEP: 324/330 -- GLOBAL_STEP: 276425 | > loss_disc: 2.3662185668945312 (2.3714287590097496) | > loss_disc_real_0: 0.1467769294977188 (0.1197256799902261) | > loss_disc_real_1: 0.22320306301116943 (0.1991021948648088) | > loss_disc_real_2: 0.21328242123126984 (0.21226239328583082) | > loss_disc_real_3: 0.23732461035251617 (0.2296516409166801) | > loss_disc_real_4: 0.24453173577785492 (0.22989732933081228) | > loss_disc_real_5: 0.23962584137916565 (0.22334804123750432) | > loss_0: 2.3662185668945312 (2.3714287590097496) | > grad_norm_0: tensor(49.5566, device='cuda:0') (tensor(25.8639, device='cuda:0')) | > loss_gen: 2.5537781715393066 (2.484105231585327) | > loss_kl: 2.1626574993133545 (1.999455177857552) | > loss_feat: 9.60690689086914 (7.101430598600411) | > loss_mel: 17.543041229248047 (17.43616645424454) | > loss_duration: 2.264162063598633 (2.0760131209720805) | > loss_1: 34.13054656982422 (31.09717062961908) | > grad_norm_1: tensor(749.5428, device='cuda:0') (tensor(263.9699, device='cuda:0')) | > current_lr_0: 0.0001862449817089077 | > current_lr_1: 0.0001862449817089077 | > step_time: 0.5801 (0.4082648209583612) | > loader_time: 0.0098 (0.004859590236051582)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4820237159729004 (2.4820237159729004) | > loss_disc_real_0: 0.11700986325740814 (0.11700986325740814) | > loss_disc_real_1: 0.20580697059631348 (0.20580697059631348) | > loss_disc_real_2: 0.24691525101661682 (0.24691525101661682) | > loss_disc_real_3: 0.24085690081119537 (0.24085690081119537) | > loss_disc_real_4: 0.2094944268465042 (0.2094944268465042) | > loss_disc_real_5: 0.1536959856748581 (0.1536959856748581) | > loss_0: 2.4820237159729004 (2.4820237159729004) | > loss_gen: 2.403061866760254 (2.403061866760254) | > loss_kl: 2.254561424255371 (2.254561424255371) | > loss_feat: 8.224631309509277 (8.224631309509277) | > loss_mel: 16.23265838623047 (16.23265838623047) | > loss_duration: 2.9248485565185547 (2.9248485565185547) | > loss_1: 32.039764404296875 (32.039764404296875)  --> STEP: 1 | > loss_disc: 2.3585963249206543 (2.3585963249206543) | > loss_disc_real_0: 0.13990941643714905 (0.13990941643714905) | > loss_disc_real_1: 0.17350825667381287 (0.17350825667381287) | > loss_disc_real_2: 0.15595701336860657 (0.15595701336860657) | > loss_disc_real_3: 0.18559981882572174 (0.18559981882572174) | > loss_disc_real_4: 0.21518221497535706 (0.21518221497535706) | > loss_disc_real_5: 0.27266547083854675 (0.27266547083854675) | > loss_0: 2.3585963249206543 (2.3585963249206543) | > loss_gen: 2.25608491897583 (2.25608491897583) | > loss_kl: 2.353806734085083 (2.353806734085083) | > loss_feat: 6.140366554260254 (6.140366554260254) | > loss_mel: 18.390676498413086 (18.390676498413086) | > loss_duration: 2.4132816791534424 (2.4132816791534424) | > loss_1: 31.554216384887695 (31.554216384887695)  --> STEP: 2 | > loss_disc: 2.446927309036255 (2.4027618169784546) | > loss_disc_real_0: 0.10412344336509705 (0.12201642990112305) | > loss_disc_real_1: 0.17187777161598206 (0.17269301414489746) | > loss_disc_real_2: 0.172261044383049 (0.1641090288758278) | > loss_disc_real_3: 0.22829574346542358 (0.20694778114557266) | > loss_disc_real_4: 0.17333491146564484 (0.19425856322050095) | > loss_disc_real_5: 0.2230592519044876 (0.24786236137151718) | > loss_0: 2.446927309036255 (2.4027618169784546) | > loss_gen: 2.2219021320343018 (2.238993525505066) | > loss_kl: 3.053168773651123 (2.703487753868103) | > loss_feat: 5.830564498901367 (5.9854655265808105) | > loss_mel: 17.993709564208984 (18.192193031311035) | > loss_duration: 2.4625625610351562 (2.4379221200942993) | > loss_1: 31.561908721923828 (31.55806255340576)  --> STEP: 3 | > loss_disc: 2.3444535732269287 (2.383325735727946) | > loss_disc_real_0: 0.11291962116956711 (0.11898416032393773) | > loss_disc_real_1: 0.18437416851520538 (0.17658673226833344) | > loss_disc_real_2: 0.21297846734523773 (0.18039884169896445) | > loss_disc_real_3: 0.15938159823417664 (0.191092386841774) | > loss_disc_real_4: 0.15282008051872253 (0.18044573565324148) | > loss_disc_real_5: 0.16733494400978088 (0.22101988891760507) | > loss_0: 2.3444535732269287 (2.383325735727946) | > loss_gen: 1.9957575798034668 (2.157914876937866) | > loss_kl: 3.2023422718048096 (2.8697725931803384) | > loss_feat: 5.622680187225342 (5.864537080128987) | > loss_mel: 16.703277587890625 (17.69588788350423) | > loss_duration: 2.3292858600616455 (2.401710033416748) | > loss_1: 29.85334587097168 (30.989823659261067)  --> STEP: 4 | > loss_disc: 2.4246068000793457 (2.393646001815796) | > loss_disc_real_0: 0.11436434835195541 (0.11782920733094215) | > loss_disc_real_1: 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loss_disc_real_4: 0.22954465448856354 (0.18553019165992737) | > loss_disc_real_5: 0.25914856791496277 (0.22577746212482452) | > loss_0: 2.5149126052856445 (2.417899322509766) | > loss_gen: 2.596895217895508 (2.2241188049316407) | > loss_kl: 2.274216890335083 (2.8485858917236326) | > loss_feat: 4.6559834480285645 (5.826750946044922) | > loss_mel: 19.060163497924805 (18.360400772094728) | > loss_duration: 2.3815317153930664 (2.3798256874084474) | > loss_1: 30.968791961669922 (31.63968276977539)  --> STEP: 6 | > loss_disc: 2.253225326538086 (2.390453656514486) | > loss_disc_real_0: 0.046416908502578735 (0.13375904907782873) | > loss_disc_real_1: 0.17877601087093353 (0.18339592218399048) | > loss_disc_real_2: 0.2021077573299408 (0.1804264411330223) | > loss_disc_real_3: 0.2005143016576767 (0.19811482727527618) | > loss_disc_real_4: 0.16487348079681396 (0.18208740651607513) | > loss_disc_real_5: 0.15968261659145355 (0.21476165453592935) | > loss_0: 2.253225326538086 (2.390453656514486) | > loss_gen: 2.1865363121032715 (2.2178550561269126) | > loss_kl: 2.6997721195220947 (2.82378359635671) | > loss_feat: 6.337515354156494 (5.911878347396851) | > loss_mel: 17.780635833740234 (18.263773282368977) | > loss_duration: 2.2137813568115234 (2.35215163230896) | > loss_1: 31.218242645263672 (31.569442749023438)  --> STEP: 7 | > loss_disc: 2.1673593521118164 (2.3585830415998186) | > loss_disc_real_0: 0.10139168053865433 (0.1291351392865181) | > loss_disc_real_1: 0.18812447786331177 (0.18407143013817923) | > loss_disc_real_2: 0.16206136345863342 (0.1778028586081096) | > loss_disc_real_3: 0.19631323218345642 (0.19785745654787337) | > loss_disc_real_4: 0.1628119796514511 (0.17933377410684312) | > loss_disc_real_5: 0.179107204079628 (0.2096681616136006) | > loss_0: 2.1673593521118164 (2.3585830415998186) | > loss_gen: 2.445584297180176 (2.250387804848807) | > loss_kl: 4.260773658752441 (3.0290678909846713) | > loss_feat: 7.066377639770508 (6.076806817735944) | > loss_mel: 19.346511840820312 (18.418450219290598) | > loss_duration: 2.4780430793762207 (2.37013612474714) | > loss_1: 35.5972900390625 (32.144849504743306)  --> STEP: 8 | > loss_disc: 2.072908639907837 (2.322873741388321) | > loss_disc_real_0: 0.1458188146352768 (0.13122059870511293) | > loss_disc_real_1: 0.13751907646656036 (0.17825238592922688) | > loss_disc_real_2: 0.17024074494838715 (0.1768575944006443) | > loss_disc_real_3: 0.18088321387767792 (0.19573567621409893) | > loss_disc_real_4: 0.15358391404151917 (0.17611504159867764) | > loss_disc_real_5: 0.14550060033798218 (0.2016472164541483) | > loss_0: 2.072908639907837 (2.322873741388321) | > loss_gen: 2.298614978790283 (2.2564162015914917) | > loss_kl: 2.819615602493286 (3.0028863549232483) | > loss_feat: 8.7360258102417 (6.409209191799164) | > loss_mel: 19.050045013427734 (18.49739956855774) | > loss_duration: 2.2233777046203613 (2.3517913222312927) | > loss_1: 35.12767791748047 (32.51770305633545)  --> STEP: 9 | > loss_disc: 2.6836681365966797 (2.362962007522583) | > loss_disc_real_0: 0.24908912181854248 (0.14431710127327177) | > loss_disc_real_1: 0.19732221961021423 (0.18037125633822548) | > loss_disc_real_2: 0.27081650495529175 (0.18729747335116068) | > loss_disc_real_3: 0.24254485964775085 (0.2009366965956158) | > loss_disc_real_4: 0.20475010573863983 (0.17929671539200676) | > loss_disc_real_5: 0.28114646673202515 (0.2104804664850235) | > loss_0: 2.6836681365966797 (2.362962007522583) | > loss_gen: 2.3093223571777344 (2.2622946633232965) | > loss_kl: 2.855185031890869 (2.9864750968085394) | > loss_feat: 7.729169845581055 (6.555871486663818) | > loss_mel: 18.596694946289062 (18.508432388305664) | > loss_duration: 2.170916795730591 (2.331694152620104) | > loss_1: 33.66128921508789 (32.644768185085724)  --> STEP: 10 | > loss_disc: 2.5541515350341797 (2.3820809602737425) | > loss_disc_real_0: 0.15780559182167053 (0.14566595032811164) | > loss_disc_real_1: 0.21383130550384521 (0.18371726125478743) | > loss_disc_real_2: 0.26561883091926575 (0.1951296091079712) | > loss_disc_real_3: 0.2300492525100708 (0.2038479521870613) | > loss_disc_real_4: 0.2168639600276947 (0.18305343985557557) | > loss_disc_real_5: 0.21737410128116608 (0.21116982996463776) | > loss_0: 2.5541515350341797 (2.3820809602737425) | > loss_gen: 2.2816708087921143 (2.2642322778701782) | > loss_kl: 2.6423263549804688 (2.9520602226257324) | > loss_feat: 6.4990668296813965 (6.550191020965576) | > loss_mel: 17.888750076293945 (18.446464157104494) | > loss_duration: 2.279433012008667 (2.32646803855896) | > loss_1: 31.59124755859375 (32.53941612243652)  --> STEP: 11 | > loss_disc: 2.497490406036377 (2.3925727280703457) | > loss_disc_real_0: 0.19769544899463654 (0.1503959047523412) | > loss_disc_real_1: 0.17916668951511383 (0.1833035729148171) | > loss_disc_real_2: 0.13233204185962677 (0.1894207393581217) | > loss_disc_real_3: 0.21294359862804413 (0.20467482913624158) | > loss_disc_real_4: 0.15574312210083008 (0.18057068369605325) | > loss_disc_real_5: 0.16268308460712433 (0.20676194402304562) | > loss_0: 2.497490406036377 (2.3925727280703457) | > loss_gen: 2.017458200454712 (2.2417982708324087) | > loss_kl: 3.4951422214508057 (3.0014313134280117) | > loss_feat: 6.853909492492676 (6.577801791104403) | > loss_mel: 16.505701065063477 (18.27003114873713) | > loss_duration: 2.4536428451538086 (2.338029384613037) | > loss_1: 31.325851440429688 (32.4290920604359)  --> STEP: 12 | > loss_disc: 2.3560562133789062 (2.3895296851793923) | > loss_disc_real_0: 0.22470545768737793 (0.1565883674969276) | > loss_disc_real_1: 0.21331161260604858 (0.1858042428890864) | > loss_disc_real_2: 0.25321272015571594 (0.19473673775792122) | > loss_disc_real_3: 0.18615871667861938 (0.20313181976477304) | > loss_disc_real_4: 0.16527244448661804 (0.1792958304286003) | > loss_disc_real_5: 0.17927700281143188 (0.20447153225541115) | > loss_0: 2.3560562133789062 (2.3895296851793923) | > loss_gen: 2.6200616359710693 (2.273320217927297) | > loss_kl: 2.3169167041778564 (2.944388429323832) | > loss_feat: 6.919117450714111 (6.606244762738545) | > loss_mel: 17.178821563720703 (18.179097016652427) | > loss_duration: 2.2542741298675537 (2.3310497800509133) | > loss_1: 31.28919219970703 (32.33410040537516)  --> STEP: 13 | > loss_disc: 2.53438138961792 (2.400672123982356) | > loss_disc_real_0: 0.15286888182163239 (0.15630225321421257) | > loss_disc_real_1: 0.1505027711391449 (0.18308874506216782) | > loss_disc_real_2: 0.2501540780067444 (0.19899961008475378) | > loss_disc_real_3: 0.23151156306266785 (0.2053148769415342) | > loss_disc_real_4: 0.17407085001468658 (0.17889390885829926) | > loss_disc_real_5: 0.1710805594921112 (0.20190299588900346) | > loss_0: 2.53438138961792 (2.400672123982356) | > loss_gen: 2.1774630546569824 (2.2659465899834266) | > loss_kl: 3.4877841472625732 (2.9861880999345045) | > loss_feat: 5.162005424499512 (6.495149429027851) | > loss_mel: 15.64962387084961 (17.98452215928298) | > loss_duration: 2.266977548599243 (2.3261211468623233) | > loss_1: 28.743854522705078 (32.05792764516977)  --> STEP: 14 | > loss_disc: 2.3283467292785645 (2.3955060243606567) | > loss_disc_real_0: 0.14274445176124573 (0.15533383882471494) | > loss_disc_real_1: 0.1375509798526764 (0.17983604754720414) | > loss_disc_real_2: 0.19928599894046783 (0.19902006643159048) | > loss_disc_real_3: 0.19436071813106537 (0.2045324370265007) | > loss_disc_real_4: 0.21753986179828644 (0.18165433406829834) | > loss_disc_real_5: 0.16752226650714874 (0.19944722950458527) | > loss_0: 2.3283467292785645 (2.3955060243606567) | > loss_gen: 2.226825714111328 (2.263152241706848) | > loss_kl: 3.46105694770813 (3.0201073033469066) | > loss_feat: 8.306926727294922 (6.624562093189785) | > loss_mel: 19.786209106445312 (18.11321408408029) | > loss_duration: 2.3325648307800293 (2.3265814099993025) | > loss_1: 36.113582611083984 (32.347617285592214)  --> STEP: 15 | > loss_disc: 2.726219654083252 (2.417553599675496) | > loss_disc_real_0: 0.16039729118347168 (0.15567140231529872) | > loss_disc_real_1: 0.21458159387111664 (0.18215241730213166) | > loss_disc_real_2: 0.25483888387680054 (0.2027413209279378) | > loss_disc_real_3: 0.20459337532520294 (0.2045364995797475) | > loss_disc_real_4: 0.17617648839950562 (0.1812891443570455) | > loss_disc_real_5: 0.18886980414390564 (0.1987420678138733) | > loss_0: 2.726219654083252 (2.417553599675496) | > loss_gen: 1.889288067817688 (2.238227963447571) | > loss_kl: 2.850107192993164 (3.0087739626566568) | > loss_feat: 6.149161338806152 (6.592868709564209) | > loss_mel: 17.34675407409668 (18.062116750081383) | > loss_duration: 2.3388798236846924 (2.327401304244995) | > loss_1: 30.57419204711914 (32.22938893636068)  --> STEP: 16 | > loss_disc: 2.518357515335083 (2.4238538444042206) | > loss_disc_real_0: 0.1686411052942276 (0.15648200875148177) | > loss_disc_real_1: 0.17721198499202728 (0.18184364028275013) | > loss_disc_real_2: 0.19363605976104736 (0.20217224210500717) | > loss_disc_real_3: 0.18971025943756104 (0.20360985957086086) | > loss_disc_real_4: 0.203285351395607 (0.18266390729695559) | > loss_disc_real_5: 0.18682749569416046 (0.19799740705639124) | > loss_0: 2.518357515335083 (2.4238538444042206) | > loss_gen: 1.986203670501709 (2.2224764451384544) | > loss_kl: 2.7547221183776855 (2.992895722389221) | > loss_feat: 5.647703647613525 (6.533795893192291) | > loss_mel: 13.74499225616455 (17.792296469211582) | > loss_duration: 2.3678135871887207 (2.329927071928978) | > loss_1: 26.501436233520508 (31.871391892433167)  --> STEP: 17 | > loss_disc: 2.442291736602783 (2.4249384262982536) | > loss_disc_real_0: 0.2054336965084076 (0.15936151979600682) | > loss_disc_real_1: 0.19730740785598755 (0.18275327366941116) | > loss_disc_real_2: 0.21012964844703674 (0.2026403248310089) | > loss_disc_real_3: 0.23867082595825195 (0.20567226935835445) | > loss_disc_real_4: 0.18749310076236725 (0.18294797750080333) | > loss_disc_real_5: 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(2.931337449285719) | > loss_feat: 6.894658088684082 (6.4843100441826715) | > loss_mel: 17.895795822143555 (17.711769156985817) | > loss_duration: 2.2177302837371826 (2.3316471179326377) | > loss_1: 31.516817092895508 (31.694046020507812)  --> STEP: 19 | > loss_disc: 2.4608774185180664 (2.4182976923490824) | > loss_disc_real_0: 0.2643422484397888 (0.1638397076412251) | > loss_disc_real_1: 0.21067702770233154 (0.18562164432124087) | > loss_disc_real_2: 0.23361967504024506 (0.20432868835173154) | > loss_disc_real_3: 0.21092984080314636 (0.20426233426520699) | > loss_disc_real_4: 0.2159184068441391 (0.18509642387691297) | > loss_disc_real_5: 0.19407913088798523 (0.19823775871803886) | > loss_0: 2.4608774185180664 (2.4182976923490824) | > loss_gen: 2.3397979736328125 (2.240498661994934) | > loss_kl: 2.162571907043457 (2.890876104957179) | > loss_feat: 7.112738132476807 (6.517385206724468) | > loss_mel: 16.625640869140625 (17.654604510257123) | > loss_duration: 2.322437286376953 (2.3311623899560225) | > loss_1: 30.563186645507812 (31.634527106034128)  --> STEP: 20 | > loss_disc: 2.38806414604187 (2.416786015033722) | > loss_disc_real_0: 0.10975269973278046 (0.16113535724580288) | > loss_disc_real_1: 0.18896354734897614 (0.18578873947262764) | > loss_disc_real_2: 0.21251782774925232 (0.20473814532160758) | > loss_disc_real_3: 0.23249384760856628 (0.20567390993237494) | > loss_disc_real_4: 0.21167582273483276 (0.18642539381980897) | > loss_disc_real_5: 0.23704810440540314 (0.20017827600240706) | > loss_0: 2.38806414604187 (2.416786015033722) | > loss_gen: 2.4895684719085693 (2.2529521524906158) | > loss_kl: 2.295745372772217 (2.861119568347931) | > loss_feat: 6.656081676483154 (6.524320030212403) | > loss_mel: 17.822519302368164 (17.663000249862673) | > loss_duration: 2.3194823265075684 (2.3305783867836) | > loss_1: 31.583396911621094 (31.631970596313476)  --> STEP: 21 | > loss_disc: 2.457573413848877 (2.4187282721201577) | > loss_disc_real_0: 0.11969666182994843 (0.1591620860355241) | > loss_disc_real_1: 0.19492079317569733 (0.1862235991727738) | > loss_disc_real_2: 0.2548130750656128 (0.20712266578560784) | > loss_disc_real_3: 0.17923693358898163 (0.20441500629697526) | > loss_disc_real_4: 0.16372132301330566 (0.18534424759092785) | > loss_disc_real_5: 0.15566527843475342 (0.19805860945156642) | > loss_0: 2.457573413848877 (2.4187282721201577) | > loss_gen: 2.016326665878296 (2.2416842721757435) | > loss_kl: 2.308776617050171 (2.8348175230480375) | > loss_feat: 5.026647567749023 (6.453002293904622) | > loss_mel: 14.257216453552246 (17.500820069085986) | > loss_duration: 2.159459114074707 (2.3224298499879383) | > loss_1: 25.76842498779297 (31.35275413876488)  --> STEP: 22 | > loss_disc: 2.3105227947235107 (2.4138098413294014) | > loss_disc_real_0: 0.09878964722156525 (0.15641788427125325) | > loss_disc_real_1: 0.2225843220949173 (0.1878763593055985) | > loss_disc_real_2: 0.21887312829494476 (0.20765677771785043) | > loss_disc_real_3: 0.19447486102581024 (0.2039631815119223) | > loss_disc_real_4: 0.22546087205410004 (0.18716773052107205) | > loss_disc_real_5: 0.28232964873313904 (0.20188911123709244) | > loss_0: 2.3105227947235107 (2.4138098413294014) | > loss_gen: 2.469369411468506 (2.252033596689051) | > loss_kl: 2.3650143146514893 (2.813462831757285) | > loss_feat: 7.7609477043151855 (6.512454358014193) | > loss_mel: 16.01392364501953 (17.433233867992058) | > loss_duration: 2.182927131652832 (2.3160888173363428) | > loss_1: 30.79218292236328 (31.327273628928445)  --> STEP: 23 | > loss_disc: 2.4882655143737793 (2.4170470445052437) | > loss_disc_real_0: 0.21122105419635773 (0.15880063078973605) | > loss_disc_real_1: 0.19866184890270233 (0.18834529363590738) | > loss_disc_real_2: 0.17318718135356903 (0.20615809961505557) | > loss_disc_real_3: 0.2281361073255539 (0.20501417828642804) | > loss_disc_real_4: 0.23608161509037018 (0.18929442115451978) | > loss_disc_real_5: 0.2163284868001938 (0.2025169101746186) | > loss_0: 2.4882655143737793 (2.4170470445052437) | > loss_gen: 2.1043996810913086 (2.245614730793497) | > loss_kl: 2.9165234565734863 (2.8179437284884243) | > loss_feat: 4.778127670288086 (6.4370488498521885) | > loss_mel: 17.279029846191406 (17.426529345305074) | > loss_duration: 2.279165267944336 (2.314483445623647) | > loss_1: 29.35724449157715 (31.24162018817404)  --> STEP: 24 | > loss_disc: 2.4223453998565674 (2.4172678093115487) | > loss_disc_real_0: 0.18520471453666687 (0.15990080094585815) | > loss_disc_real_1: 0.2100200653076172 (0.18924840912222862) | > loss_disc_real_2: 0.2380801886320114 (0.20748818665742874) | > loss_disc_real_3: 0.25528866052627563 (0.20710894837975502) | > loss_disc_real_4: 0.16110582649707794 (0.18811989637712637) | > loss_disc_real_5: 0.19728122651576996 (0.20229875668883324) | > loss_0: 2.4223453998565674 (2.4172678093115487) | > loss_gen: 2.232273578643799 (2.2450588494539265) | > loss_kl: 2.7319135665893555 (2.8143591384092965) | > loss_feat: 5.276174545288086 (6.388679087162018) | > loss_mel: 15.757524490356445 (17.35698747634888) | > loss_duration: 2.4021804332733154 (2.3181374867757163) | > loss_1: 28.400066375732422 (31.12322211265564)  --> STEP: 25 | > loss_disc: 2.5171265602111816 (2.4212621593475343) | > loss_disc_real_0: 0.1674453765153885 (0.16020258396863937) | > loss_disc_real_1: 0.2566477358341217 (0.19194438219070434) | > loss_disc_real_2: 0.19763077795505524 (0.2070938903093338) | > loss_disc_real_3: 0.18121260404586792 (0.20607309460639953) | > loss_disc_real_4: 0.1759987622499466 (0.18763505101203917) | > loss_disc_real_5: 0.1695498377084732 (0.20098879992961882) | > loss_0: 2.5171265602111816 (2.4212621593475343) | > loss_gen: 1.9675885438919067 (2.233960037231446) | > loss_kl: 3.2068328857421875 (2.8300580883026125) | > loss_feat: 5.182108402252197 (6.340416259765625) | > loss_mel: 16.02356719970703 (17.303650665283207) | > loss_duration: 2.391181230545044 (2.321059236526489) | > loss_1: 28.771278381347656 (31.02914436340332)  --> STEP: 26 | > loss_disc: 2.21271014213562 (2.4132409279163065) | > loss_disc_real_0: 0.07751811295747757 (0.1570224120066716) | > loss_disc_real_1: 0.15176428854465485 (0.1903989939735486) | > loss_disc_real_2: 0.09041227400302887 (0.2026061358360144) | > loss_disc_real_3: 0.08882753551006317 (0.2015636500257712) | > loss_disc_real_4: 0.1323879361152649 (0.18551016197754785) | > loss_disc_real_5: 0.14508847892284393 (0.19883878758320442) | > loss_0: 2.21271014213562 (2.4132409279163065) | > loss_gen: 1.7858147621154785 (2.2167236804962167) | > loss_kl: 2.3351590633392334 (2.8110235104194055) | > loss_feat: 7.993618011474609 (6.404000942523663) | > loss_mel: 18.53371238708496 (17.35096073150635) | > loss_duration: 2.3042309284210205 (2.3204119939070478) | > loss_1: 32.95253372192383 (31.10312087719257) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025923527204073393 (+6.490487318772543e-05) | > avg_loss_disc: 2.4132409279163065 (-0.08203330406775855) | > avg_loss_disc_real_0: 0.1570224120066716 (+0.024206091864750978) | > avg_loss_disc_real_1: 0.1903989939735486 (+0.04899346470259702) | > avg_loss_disc_real_2: 0.2026061358360144 (-0.01203603354784158) | > avg_loss_disc_real_3: 0.2015636500257712 (-0.049962117121769845) | > avg_loss_disc_real_4: 0.18551016197754785 (-0.04495559059656584) | > avg_loss_disc_real_5: 0.19883878758320442 (-0.043140161495942325) | > avg_loss_0: 2.4132409279163065 (-0.08203330406775855) | > avg_loss_gen: 2.2167236804962167 (+0.08168975665019218) | > avg_loss_kl: 2.8110235104194055 (-0.14298495879540063) | > avg_loss_feat: 6.404000942523663 (-0.18214420171884438) | > avg_loss_mel: 17.35096073150635 (-0.4751865680401117) | > avg_loss_duration: 2.3204119939070478 (-0.005041067416851508) | > avg_loss_1: 31.10312087719257 (-0.7236668513371356)  > EPOCH: 571/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:20:23)   --> TIME: 2024-06-11 16:20:31 -- STEP: 19/330 -- GLOBAL_STEP: 276450 | > loss_disc: 2.416152000427246 (2.3692503351914254) | > loss_disc_real_0: 0.09497378766536713 (0.10301317392211211) | > loss_disc_real_1: 0.19048628211021423 (0.19783468309201693) | > loss_disc_real_2: 0.17272934317588806 (0.2087768222156324) | > loss_disc_real_3: 0.21656616032123566 (0.23208430566285787) | > loss_disc_real_4: 0.22056378424167633 (0.23794730556638619) | > loss_disc_real_5: 0.23161742091178894 (0.237481846621162) | > loss_0: 2.416152000427246 (2.3692503351914254) | > grad_norm_0: tensor(11.8088, device='cuda:0') (tensor(12.1257, device='cuda:0')) | > loss_gen: 2.3604676723480225 (2.4767251014709473) | > loss_kl: 1.9050236940383911 (1.9468910317671926) | > loss_feat: 7.15142297744751 (6.795953223579808) | > loss_mel: 16.85493278503418 (17.940933930246455) | > loss_duration: 1.9932310581207275 (2.0818870883238945) | > loss_1: 30.265079498291016 (31.242389980115387) | > grad_norm_1: tensor(122.0853, device='cuda:0') (tensor(145.5914, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.3461 (0.3560143646441008) | > loader_time: 0.0034 (0.003165997956928454)  --> TIME: 2024-06-11 16:20:40 -- STEP: 44/330 -- GLOBAL_STEP: 276475 | > loss_disc: 2.2929580211639404 (2.338597243482416) | > loss_disc_real_0: 0.11154958605766296 (0.10703627849844369) | > loss_disc_real_1: 0.21955375373363495 (0.19818942350420085) | > loss_disc_real_2: 0.20698368549346924 (0.20823455838994545) | > loss_disc_real_3: 0.21800333261489868 (0.23032981936227193) | > loss_disc_real_4: 0.24240876734256744 (0.23284303634004158) | > loss_disc_real_5: 0.22481608390808105 (0.2249079214578325) | > loss_0: 2.2929580211639404 (2.338597243482416) | > grad_norm_0: tensor(7.7112, device='cuda:0') (tensor(12.2704, device='cuda:0')) | > loss_gen: 2.613417625427246 (2.5168999596075583) | > loss_kl: 1.809411883354187 (1.9420823536135934) | > loss_feat: 7.628866195678711 (7.045542110096324) | > loss_mel: 18.468246459960938 (17.93078669634732) | > loss_duration: 1.9404414892196655 (2.031589323824102) | > loss_1: 32.460384368896484 (31.466900522058662) | > grad_norm_1: tensor(161.0367, device='cuda:0') (tensor(153.4188, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.358 (0.3652086474678733) | > loader_time: 0.0031 (0.0032998052510348234)  --> TIME: 2024-06-11 16:20:50 -- STEP: 69/330 -- GLOBAL_STEP: 276500 | > loss_disc: 2.3943324089050293 (2.3516534445942314) | > loss_disc_real_0: 0.11402344703674316 (0.10958917989679005) | > loss_disc_real_1: 0.16236251592636108 (0.1987969706887784) | > loss_disc_real_2: 0.24077382683753967 (0.20909658506296683) | > loss_disc_real_3: 0.24967597424983978 (0.22929708119751752) | > loss_disc_real_4: 0.2376294881105423 (0.23192182334436887) | > loss_disc_real_5: 0.23399300873279572 (0.22401423406773718) | > loss_0: 2.3943324089050293 (2.3516534445942314) | > grad_norm_0: tensor(8.8911, device='cuda:0') (tensor(13.4407, device='cuda:0')) | > loss_gen: 2.5231728553771973 (2.4957525211831797) | > loss_kl: 1.7808409929275513 (1.9425651819809624) | > loss_feat: 7.439149379730225 (7.008925078571707) | > loss_mel: 17.595928192138672 (17.822021594945934) | > loss_duration: 1.9521286487579346 (2.014324739359427) | > loss_1: 31.29121971130371 (31.28358921106311) | > grad_norm_1: tensor(179.6655, device='cuda:0') (tensor(158.3053, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.3672 (0.36589870245560363) | > loader_time: 0.0039 (0.0033867981122887654) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_276500.pth  --> TIME: 2024-06-11 16:21:03 -- STEP: 94/330 -- GLOBAL_STEP: 276525 | > loss_disc: 2.379147529602051 (2.348039429238502) | > loss_disc_real_0: 0.1566358506679535 (0.10944890104075695) | > loss_disc_real_1: 0.24783113598823547 (0.19932086940141433) | > loss_disc_real_2: 0.2177361696958542 (0.20986541741071862) | > loss_disc_real_3: 0.23841151595115662 (0.2285378118778797) | > loss_disc_real_4: 0.22726985812187195 (0.23023818274761768) | > loss_disc_real_5: 0.1992206573486328 (0.22263540470219673) | > loss_0: 2.379147529602051 (2.348039429238502) | > grad_norm_0: tensor(12.8434, device='cuda:0') (tensor(14.2139, device='cuda:0')) | > loss_gen: 2.4744415283203125 (2.4945527010775628) | > loss_kl: 1.9012666940689087 (1.9596499673863674) | > loss_feat: 7.409562587738037 (6.967318550069281) | > loss_mel: 17.875717163085938 (17.763074002367386) | > loss_duration: 2.0253989696502686 (2.008880866334793) | > loss_1: 31.686386108398438 (31.193476108794517) | > grad_norm_1: tensor(212.3829, device='cuda:0') (tensor(182.3679, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.3644 (0.36731063051426666) | > loader_time: 0.0038 (0.0034713770480866127)  --> TIME: 2024-06-11 16:21:13 -- STEP: 119/330 -- GLOBAL_STEP: 276550 | > loss_disc: 2.3384439945220947 (2.3442406654357906) | > loss_disc_real_0: 0.13744354248046875 (0.10976323892338936) | > loss_disc_real_1: 0.20011061429977417 (0.19725618880836904) | > loss_disc_real_2: 0.1936115324497223 (0.20989819071373017) | > loss_disc_real_3: 0.24201072752475739 (0.22841965839141556) | > loss_disc_real_4: 0.22483406960964203 (0.22945637399909877) | > loss_disc_real_5: 0.23745140433311462 (0.22154849504723267) | > loss_0: 2.3384439945220947 (2.3442406654357906) | > grad_norm_0: tensor(30.5561, device='cuda:0') (tensor(15.5356, device='cuda:0')) | > loss_gen: 2.556487560272217 (2.5005772173905574) | > loss_kl: 2.020925760269165 (1.9675080756179424) | > loss_feat: 7.787815570831299 (7.018750371051436) | > loss_mel: 17.86056137084961 (17.767006321113644) | > loss_duration: 1.9834325313568115 (2.009440589351813) | > loss_1: 32.209224700927734 (31.26328263162565) | > grad_norm_1: tensor(228.5551, device='cuda:0') (tensor(195.0398, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.361 (0.36829728439074605) | > loader_time: 0.0041 (0.003605696333556616)  --> TIME: 2024-06-11 16:21:23 -- STEP: 144/330 -- GLOBAL_STEP: 276575 | > loss_disc: 2.31788969039917 (2.35120310054885) | > loss_disc_real_0: 0.09107513725757599 (0.11099885445502068) | > loss_disc_real_1: 0.1875169426202774 (0.19682100115136966) | > loss_disc_real_2: 0.1833047717809677 (0.21064176058603656) | > loss_disc_real_3: 0.21067407727241516 (0.22953803640686804) | > loss_disc_real_4: 0.22380034625530243 (0.23057775075236955) | > loss_disc_real_5: 0.22402553260326385 (0.22227563677976528) | > loss_0: 2.31788969039917 (2.35120310054885) | > grad_norm_0: tensor(13.1778, device='cuda:0') (tensor(17.6189, device='cuda:0')) | > loss_gen: 2.492967128753662 (2.4963659760024814) | > loss_kl: 2.109403133392334 (1.9747015370262995) | > loss_feat: 7.418941497802734 (7.001056187682682) | > loss_mel: 17.81022071838379 (17.75049221515655) | > loss_duration: 2.0085902214050293 (2.0141648592220402) | > loss_1: 31.840124130249023 (31.236780842145283) | > grad_norm_1: tensor(213.6566, device='cuda:0') (tensor(210.9292, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.3898 (0.3713526593314277) | > loader_time: 0.0047 (0.003777551982137892)  --> TIME: 2024-06-11 16:21:33 -- STEP: 169/330 -- GLOBAL_STEP: 276600 | > loss_disc: 2.343766689300537 (2.350968861720972) | > loss_disc_real_0: 0.0788225531578064 (0.11154884117594838) | > loss_disc_real_1: 0.20008216798305511 (0.1967079335239511) | > loss_disc_real_2: 0.2007479965686798 (0.21106904859726242) | > loss_disc_real_3: 0.20807677507400513 (0.2286145816716922) | > loss_disc_real_4: 0.21001264452934265 (0.230277957295525) | > loss_disc_real_5: 0.20415423810482025 (0.22202671420644726) | > loss_0: 2.343766689300537 (2.350968861720972) | > grad_norm_0: tensor(45.2055, device='cuda:0') (tensor(19.6057, device='cuda:0')) | > loss_gen: 2.451868772506714 (2.4990773694755046) | > loss_kl: 2.068650960922241 (1.9800036764709201) | > loss_feat: 7.104214191436768 (7.001730758057543) | > loss_mel: 18.072938919067383 (17.711112535916843) | > loss_duration: 2.075352668762207 (2.018695715616439) | > loss_1: 31.773025512695312 (31.210620157817413) | > grad_norm_1: tensor(335.7426, device='cuda:0') (tensor(228.4578, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.3949 (0.37439653859335986) | > loader_time: 0.0052 (0.0039040478023551627)  --> TIME: 2024-06-11 16:21:43 -- STEP: 194/330 -- GLOBAL_STEP: 276625 | > loss_disc: 2.482086181640625 (2.3558286870877767) | > loss_disc_real_0: 0.13217344880104065 (0.11312169827444037) | > loss_disc_real_1: 0.23717862367630005 (0.19694578885724856) | > loss_disc_real_2: 0.2641066014766693 (0.2123111659257682) | > loss_disc_real_3: 0.24106867611408234 (0.22914208387283935) | > loss_disc_real_4: 0.24014084041118622 (0.23022056954730416) | > loss_disc_real_5: 0.25588497519493103 (0.22223159786044938) | > loss_0: 2.482086181640625 (2.3558286870877767) | > grad_norm_0: tensor(61.9163, device='cuda:0') (tensor(21.6655, device='cuda:0')) | > loss_gen: 2.390730381011963 (2.5055720720094503) | > loss_kl: 2.027320384979248 (1.985312522072153) | > loss_feat: 6.596919059753418 (6.999371968593794) | > loss_mel: 17.526020050048828 (17.689566926857868) | > loss_duration: 2.0349502563476562 (2.025912211113369) | > loss_1: 30.575939178466797 (31.205735757178868) | > grad_norm_1: tensor(318.9119, device='cuda:0') (tensor(243.9834, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.4108 (0.378442293589877) | > loader_time: 0.0043 (0.004038450644188323)  --> TIME: 2024-06-11 16:21:53 -- STEP: 219/330 -- GLOBAL_STEP: 276650 | > loss_disc: 2.274958372116089 (2.3589353278347347) | > loss_disc_real_0: 0.09454986453056335 (0.1134636971300051) | > loss_disc_real_1: 0.2120492309331894 (0.19736530111260603) | > loss_disc_real_2: 0.2115832418203354 (0.2122202808862407) | > loss_disc_real_3: 0.21163861453533173 (0.2295290666492018) | > loss_disc_real_4: 0.19490589201450348 (0.23042036075842434) | > loss_disc_real_5: 0.2371467649936676 (0.22274069209077044) | > loss_0: 2.274958372116089 (2.3589353278347347) | > grad_norm_0: tensor(34.6620, device='cuda:0') (tensor(23.5851, device='cuda:0')) | > loss_gen: 2.7754456996917725 (2.508878113472298) | > loss_kl: 2.063758373260498 (1.9879143717082124) | > loss_feat: 7.342109680175781 (7.023878358814814) | > loss_mel: 17.258962631225586 (17.65063372050247) | > loss_duration: 2.0917606353759766 (2.0327136571004507) | > loss_1: 31.53203773498535 (31.20401823139626) | > grad_norm_1: tensor(568.3607, device='cuda:0') (tensor(257.6719, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.403 (0.38046266934643047) | > loader_time: 0.0046 (0.004130872961593003)  --> TIME: 2024-06-11 16:22:04 -- STEP: 244/330 -- GLOBAL_STEP: 276675 | > loss_disc: 2.383415460586548 (2.3595589575220326) | > loss_disc_real_0: 0.06764231622219086 (0.11465743533717315) | > loss_disc_real_1: 0.18967613577842712 (0.19763726038766682) | > loss_disc_real_2: 0.2005833089351654 (0.21225717859190016) | > loss_disc_real_3: 0.22455237805843353 (0.22931162365635888) | > loss_disc_real_4: 0.25787901878356934 (0.23025860429787245) | > loss_disc_real_5: 0.24707438051700592 (0.22265423486222985) | > loss_0: 2.383415460586548 (2.3595589575220326) | > grad_norm_0: tensor(46.3379, device='cuda:0') (tensor(26.0540, device='cuda:0')) | > loss_gen: 2.529486656188965 (2.512722959283922) | > loss_kl: 1.9045672416687012 (1.9872177458200297) | > loss_feat: 6.339057445526123 (7.03570128659733) | > loss_mel: 17.152135848999023 (17.611842159365054) | > loss_duration: 2.063591718673706 (2.0411575456134603) | > loss_1: 29.98883819580078 (31.188641657594776) | > grad_norm_1: tensor(306.9350, device='cuda:0') (tensor(278.2968, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.4194 (0.38351416196979454) | > loader_time: 0.0051 (0.004237603945810286)  --> TIME: 2024-06-11 16:22:15 -- STEP: 269/330 -- GLOBAL_STEP: 276700 | > loss_disc: 2.2904129028320312 (2.3603973229135278) | > loss_disc_real_0: 0.1227400004863739 (0.11621923759912027) | > loss_disc_real_1: 0.1770164668560028 (0.19826183609359765) | > loss_disc_real_2: 0.2162461280822754 (0.21223808658832066) | > loss_disc_real_3: 0.24012568593025208 (0.22954645791683057) | > loss_disc_real_4: 0.2014911025762558 (0.23011395828209846) | > loss_disc_real_5: 0.20942583680152893 (0.22235162606026604) | > loss_0: 2.2904129028320312 (2.3603973229135278) | > grad_norm_0: tensor(6.8053, device='cuda:0') (tensor(26.0747, device='cuda:0')) | > loss_gen: 2.460186719894409 (2.5096759831595152) | > loss_kl: 1.9439893960952759 (1.9904069922670555) | > loss_feat: 6.984426975250244 (7.047132068407136) | > loss_mel: 16.861373901367188 (17.58033930767869) | > loss_duration: 2.1388235092163086 (2.049099345189487) | > loss_1: 30.38880157470703 (31.176653688281885) | > grad_norm_1: tensor(333.2351, device='cuda:0') (tensor(281.8828, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.4375 (0.3876508824444171) | > loader_time: 0.0058 (0.0043633551402606045)  --> TIME: 2024-06-11 16:22:26 -- STEP: 294/330 -- GLOBAL_STEP: 276725 | > loss_disc: 2.303210735321045 (2.3613275516600836) | > loss_disc_real_0: 0.1520775854587555 (0.11758074163123458) | > loss_disc_real_1: 0.18533802032470703 (0.19829905737622253) | > loss_disc_real_2: 0.22151941061019897 (0.2123914873417543) | > loss_disc_real_3: 0.22917114198207855 (0.2294007659363909) | > loss_disc_real_4: 0.2013406753540039 (0.22999104659776298) | > loss_disc_real_5: 0.18435664474964142 (0.2219980977424959) | > loss_0: 2.303210735321045 (2.3613275516600836) | > grad_norm_0: tensor(60.1655, device='cuda:0') (tensor(27.4177, device='cuda:0')) | > loss_gen: 2.4962117671966553 (2.5073207446507038) | > loss_kl: 2.0186922550201416 (1.9943479218450533) | > loss_feat: 7.613913059234619 (7.052988759514426) | > loss_mel: 17.497102737426758 (17.53082851163385) | > loss_duration: 2.187854766845703 (2.0590866941983994) | > loss_1: 31.81377410888672 (31.14457264076285) | > grad_norm_1: tensor(512.1725, device='cuda:0') (tensor(291.7281, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.491 (0.39374913974684095) | > loader_time: 0.007 (0.004521949761578827)  --> TIME: 2024-06-11 16:22:40 -- STEP: 319/330 -- GLOBAL_STEP: 276750 | > loss_disc: 2.58607816696167 (2.3659592683786137) | > loss_disc_real_0: 0.21151608228683472 (0.11927201483270218) | > loss_disc_real_1: 0.1962691992521286 (0.1981976813750581) | > loss_disc_real_2: 0.22607864439487457 (0.2126337328581227) | > loss_disc_real_3: 0.24584464728832245 (0.22980836837269294) | > loss_disc_real_4: 0.25514766573905945 (0.23074909035688657) | > loss_disc_real_5: 0.27499276399612427 (0.22255281113718745) | > loss_0: 2.58607816696167 (2.3659592683786137) | > grad_norm_0: tensor(79.4785, device='cuda:0') (tensor(28.9025, device='cuda:0')) | > loss_gen: 2.23213267326355 (2.507179021835326) | > loss_kl: 2.057492971420288 (1.9984356041612297) | > loss_feat: 8.194950103759766 (7.080887369975027) | > loss_mel: 17.003496170043945 (17.478871988278584) | > loss_duration: 2.2511301040649414 (2.072926952547413) | > loss_1: 31.739200592041016 (31.13830090465964) | > grad_norm_1: tensor(413.9764, device='cuda:0') (tensor(306.2857, device='cuda:0')) | > current_lr_0: 0.00018622170108619407 | > current_lr_1: 0.00018622170108619407 | > step_time: 0.5657 (0.4045069643696273) | > loader_time: 0.0098 (0.004752514130643169)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.521247625350952 (2.521247625350952) | > loss_disc_real_0: 0.12496820837259293 (0.12496820837259293) | > loss_disc_real_1: 0.21681098639965057 (0.21681098639965057) | > loss_disc_real_2: 0.22516793012619019 (0.22516793012619019) | > loss_disc_real_3: 0.2590331733226776 (0.2590331733226776) | > loss_disc_real_4: 0.28076013922691345 (0.28076013922691345) | > loss_disc_real_5: 0.26176103949546814 (0.26176103949546814) | > loss_0: 2.521247625350952 (2.521247625350952) | > loss_gen: 2.3317923545837402 (2.3317923545837402) | > loss_kl: 2.038555145263672 (2.038555145263672) | > loss_feat: 4.508562088012695 (4.508562088012695) | > loss_mel: 14.722434997558594 (14.722434997558594) | > loss_duration: 3.0699310302734375 (3.0699310302734375) | > loss_1: 26.671276092529297 (26.671276092529297)  --> STEP: 1 | > loss_disc: 2.4890835285186768 (2.4890835285186768) | > loss_disc_real_0: 0.17959347367286682 (0.17959347367286682) | > loss_disc_real_1: 0.16133929789066315 (0.16133929789066315) | > loss_disc_real_2: 0.1832621991634369 (0.1832621991634369) | > loss_disc_real_3: 0.17572461068630219 (0.17572461068630219) | > loss_disc_real_4: 0.2265729010105133 (0.2265729010105133) | > loss_disc_real_5: 0.22345970571041107 (0.22345970571041107) | > loss_0: 2.4890835285186768 (2.4890835285186768) | > loss_gen: 1.9354621171951294 (1.9354621171951294) | > loss_kl: 2.2789547443389893 (2.2789547443389893) | > loss_feat: 6.529422283172607 (6.529422283172607) | > loss_mel: 18.693912506103516 (18.693912506103516) | > loss_duration: 2.4433183670043945 (2.4433183670043945) | > loss_1: 31.88106918334961 (31.88106918334961)  --> STEP: 2 | > loss_disc: 2.502565860748291 (2.495824694633484) | > loss_disc_real_0: 0.07599479705095291 (0.12779413536190987) | > loss_disc_real_1: 0.25598230957984924 (0.2086608037352562) | > loss_disc_real_2: 0.18816109001636505 (0.18571164458990097) | > loss_disc_real_3: 0.2914188504219055 (0.23357173055410385) | > loss_disc_real_4: 0.2815529406070709 (0.2540629208087921) | > loss_disc_real_5: 0.3122522532939911 (0.2678559795022011) | > loss_0: 2.502565860748291 (2.495824694633484) | > loss_gen: 2.48165225982666 (2.2085571885108948) | > loss_kl: 2.795103073120117 (2.5370289087295532) | > loss_feat: 6.457861423492432 (6.4936418533325195) | > loss_mel: 18.771175384521484 (18.7325439453125) | > loss_duration: 2.4786694049835205 (2.4609938859939575) | > loss_1: 32.984458923339844 (32.43276405334473)  --> STEP: 3 | > loss_disc: 2.4769511222839355 (2.4895335038503013) | > loss_disc_real_0: 0.06154896318912506 (0.10571241130431493) | > loss_disc_real_1: 0.17460276186466217 (0.19730812311172485) | > loss_disc_real_2: 0.15749146044254303 (0.17630491654078165) | > loss_disc_real_3: 0.22837381064891815 (0.23183909058570862) | > loss_disc_real_4: 0.2863963544368744 (0.2648407320181529) | > loss_disc_real_5: 0.270267128944397 (0.26865969598293304) | > loss_0: 2.4769511222839355 (2.4895335038503013) | > loss_gen: 1.9867925643920898 (2.13463564713796) | > loss_kl: 2.683198928833008 (2.585752248764038) | > loss_feat: 4.431920528411865 (5.806401411692302) | > loss_mel: 16.113134384155273 (17.859407424926758) | > loss_duration: 2.29083251953125 (2.404273430506388) | > loss_1: 27.505878448486328 (30.79046885172526)  --> STEP: 4 | > loss_disc: 2.332535743713379 (2.4502840638160706) | > loss_disc_real_0: 0.11727315187454224 (0.10860259644687176) | > loss_disc_real_1: 0.21466024219989777 (0.20164615288376808) | > loss_disc_real_2: 0.21924322843551636 (0.18703949451446533) | > loss_disc_real_3: 0.2327277660369873 (0.2320612594485283) | > loss_disc_real_4: 0.19315186142921448 (0.24691851437091827) | > loss_disc_real_5: 0.19488917291164398 (0.2502170652151108) | > loss_0: 2.332535743713379 (2.4502840638160706) | > loss_gen: 2.259178638458252 (2.165771394968033) | > loss_kl: 3.6077663898468018 (2.841255784034729) | > loss_feat: 6.612879753112793 (6.008020997047424) | > loss_mel: 17.22123908996582 (17.699865341186523) | > loss_duration: 2.3471012115478516 (2.389980375766754) | > loss_1: 32.04816436767578 (31.10489273071289)  --> STEP: 5 | > loss_disc: 2.593620538711548 (2.478951358795166) | > loss_disc_real_0: 0.11589016020298004 (0.11006010919809342) | > loss_disc_real_1: 0.2231687754392624 (0.20595067739486694) | > loss_disc_real_2: 0.18860431015491486 (0.18735245764255523) | > loss_disc_real_3: 0.23824302852153778 (0.2332976132631302) | > loss_disc_real_4: 0.24888703227043152 (0.24731221795082092) | > loss_disc_real_5: 0.24259448051452637 (0.2486925482749939) | > loss_0: 2.593620538711548 (2.478951358795166) | > loss_gen: 1.9945204257965088 (2.131521201133728) | > loss_kl: 2.6650631427764893 (2.806017255783081) | > loss_feat: 5.700348377227783 (5.946486473083496) | > loss_mel: 17.39650535583496 (17.63919334411621) | > loss_duration: 2.419720411300659 (2.395928382873535) | > loss_1: 30.176156997680664 (30.919145584106445)  --> STEP: 6 | > loss_disc: 2.460446357727051 (2.47586719195048) | > loss_disc_real_0: 0.1772712916135788 (0.12126197293400764) | > loss_disc_real_1: 0.18836767971515656 (0.20302017778158188) | > loss_disc_real_2: 0.19383397698402405 (0.18843271086613336) | > loss_disc_real_3: 0.22493112087249756 (0.2319031978646914) | > loss_disc_real_4: 0.19877780973911285 (0.23922314991553625) | > loss_disc_real_5: 0.18691334128379822 (0.23839601377646127) | > loss_0: 2.460446357727051 (2.47586719195048) | > loss_gen: 2.1605591773986816 (2.1363608638445535) | > loss_kl: 2.7823293209075928 (2.8020692666371665) | > loss_feat: 6.743434429168701 (6.07931113243103) | > loss_mel: 19.247190475463867 (17.907192866007488) | > loss_duration: 2.1871414184570312 (2.3611305554707847) | > loss_1: 33.12065124511719 (31.286063194274902)  --> STEP: 7 | > loss_disc: 2.3638274669647217 (2.4598615169525146) | > loss_disc_real_0: 0.09489603340625763 (0.11749541014432907) | > loss_disc_real_1: 0.26206931471824646 (0.21145576877253397) | > loss_disc_real_2: 0.21860098838806152 (0.19274246479783738) | > loss_disc_real_3: 0.23537009954452515 (0.2323984695332391) | > loss_disc_real_4: 0.23729118704795837 (0.238947155220168) | > loss_disc_real_5: 0.25714409351348877 (0.24107431088175094) | > loss_0: 2.3638274669647217 (2.4598615169525146) | > loss_gen: 2.41611385345459 (2.1763255766459872) | > loss_kl: 3.848637580871582 (2.9515790258135115) | > loss_feat: 4.666294097900391 (5.87745155606951) | > loss_mel: 17.059978485107422 (17.78616224016462) | > loss_duration: 2.481775999069214 (2.378365618841989) | > loss_1: 30.47279930114746 (31.16988263811384)  --> STEP: 8 | > loss_disc: 2.5622329711914062 (2.472657948732376) | > loss_disc_real_0: 0.06904386729001999 (0.11143896728754044) | > loss_disc_real_1: 0.2558314800262451 (0.21700273267924786) | > loss_disc_real_2: 0.15302640199661255 (0.1877779569476843) | > loss_disc_real_3: 0.28186696767807007 (0.23858203180134296) | > loss_disc_real_4: 0.22919145226478577 (0.2377276923507452) | > loss_disc_real_5: 0.31985047459602356 (0.250921331346035) | > loss_0: 2.5622329711914062 (2.472657948732376) | > loss_gen: 2.130009651184082 (2.170536085963249) | > loss_kl: 2.7740464210510254 (2.9293874502182007) | > loss_feat: 7.653326511383057 (6.099435925483704) | > loss_mel: 18.52654266357422 (17.87870979309082) | > loss_duration: 2.29996919631958 (2.3685660660266876) | > loss_1: 33.38389205932617 (31.44663381576538)  --> STEP: 9 | > loss_disc: 2.4078047275543213 (2.465452035268148) | > loss_disc_real_0: 0.18660330772399902 (0.11979056066936916) | > loss_disc_real_1: 0.17131958901882172 (0.2119268278280894) | > loss_disc_real_2: 0.20705930888652802 (0.1899203293853336) | > loss_disc_real_3: 0.2089737057685852 (0.2352922177977032) | > loss_disc_real_4: 0.20065268874168396 (0.23360824750529396) | > loss_disc_real_5: 0.1778968721628189 (0.24280750254789987) | > loss_0: 2.4078047275543213 (2.465452035268148) | > loss_gen: 2.255857229232788 (2.180016212993198) | > loss_kl: 2.9092650413513184 (2.9271516270107694) | > loss_feat: 7.413538932800293 (6.245447370741102) | > loss_mel: 19.682525634765625 (18.07913377549913) | > loss_duration: 2.16402530670166 (2.3458393149905734) | > loss_1: 34.425209045410156 (31.777586619059246)  --> STEP: 10 | > loss_disc: 2.448111057281494 (2.4637179374694824) | > loss_disc_real_0: 0.11442440748214722 (0.11925394535064697) | > loss_disc_real_1: 0.16327914595603943 (0.2070620596408844) | > loss_disc_real_2: 0.19591526687145233 (0.19051982313394547) | > loss_disc_real_3: 0.1970261037349701 (0.2314656063914299) | > loss_disc_real_4: 0.18928708136081696 (0.22917613089084626) | > loss_disc_real_5: 0.23868747055530548 (0.24239549934864044) | > loss_0: 2.448111057281494 (2.4637179374694824) | > loss_gen: 2.0957276821136475 (2.171587359905243) | > loss_kl: 2.45292067527771 (2.8797285318374635) | > loss_feat: 5.22325325012207 (6.1432279586792) | > loss_mel: 17.856487274169922 (18.056869125366212) | > loss_duration: 2.340214490890503 (2.3452768325805664) | > loss_1: 29.968603134155273 (31.596688270568848)  --> STEP: 11 | > loss_disc: 2.3880774974823 (2.456841533834284) | > loss_disc_real_0: 0.11482703685760498 (0.11885149912400679) | > loss_disc_real_1: 0.1612429916858673 (0.20289668982679193) | > loss_disc_real_2: 0.1956702619791031 (0.1909880448471416) | > loss_disc_real_3: 0.2964920103549957 (0.23737709766084497) | > loss_disc_real_4: 0.2298792600631714 (0.229240051724694) | > loss_disc_real_5: 0.19699569046497345 (0.2382682439955798) | > loss_0: 2.3880774974823 (2.456841533834284) | > loss_gen: 2.15057635307312 (2.16967726837505) | > loss_kl: 2.8057701587677 (2.8730050433765757) | > loss_feat: 6.341730117797852 (6.161273609508168) | > loss_mel: 17.51266098022461 (18.007395657626066) | > loss_duration: 2.5048294067382812 (2.3597816120494497) | > loss_1: 31.31556510925293 (31.57113161954013)  --> STEP: 12 | > loss_disc: 2.405592679977417 (2.4525707960128784) | > loss_disc_real_0: 0.09928886592388153 (0.11722127969066302) | > loss_disc_real_1: 0.1687319576740265 (0.2000496288140615) | > loss_disc_real_2: 0.19681328535079956 (0.19147348155577978) | > loss_disc_real_3: 0.28820523619651794 (0.24161277587215105) | > loss_disc_real_4: 0.23789501190185547 (0.22996129840612411) | > loss_disc_real_5: 0.22661884129047394 (0.23729746043682098) | > loss_0: 2.405592679977417 (2.4525707960128784) | > loss_gen: 2.2782297134399414 (2.178723305463791) | > loss_kl: 2.038320541381836 (2.8034480015436807) | > loss_feat: 5.818316459655762 (6.132693847020467) | > loss_mel: 17.480310440063477 (17.96347188949585) | > loss_duration: 2.2801408767700195 (2.353144884109497) | > loss_1: 29.89531707763672 (31.431480407714844)  --> STEP: 13 | > loss_disc: 2.4468932151794434 (2.452134059025691) | > loss_disc_real_0: 0.12916973233222961 (0.118140391432322) | > loss_disc_real_1: 0.1853029578924179 (0.1989152695123966) | > loss_disc_real_2: 0.15875791013240814 (0.18895689913859734) | > loss_disc_real_3: 0.2535209655761719 (0.24252879046476805) | > loss_disc_real_4: 0.24473701417446136 (0.23109789192676544) | > loss_disc_real_5: 0.2718072831630707 (0.23995206218499404) | > loss_0: 2.4468932151794434 (2.452134059025691) | > loss_gen: 2.1838083267211914 (2.1791144609451294) | > loss_kl: 2.7311172485351562 (2.797884097466102) | > loss_feat: 5.229049205780029 (6.063182720771203) | > loss_mel: 16.648839950561523 (17.86234635573167) | > loss_duration: 2.2919256687164307 (2.348435713694646) | > loss_1: 29.084741592407227 (31.250962037306564)  --> STEP: 14 | > loss_disc: 2.296687364578247 (2.4410307237080167) | > loss_disc_real_0: 0.07970929890871048 (0.11539531339492116) | > loss_disc_real_1: 0.19600139558315277 (0.19870713566030776) | > loss_disc_real_2: 0.1979445219039917 (0.18959887219326838) | > loss_disc_real_3: 0.25718599557876587 (0.24357573368719646) | > loss_disc_real_4: 0.2551398277282715 (0.23281517305544444) | > loss_disc_real_5: 0.3247007429599762 (0.24600553938320704) | > loss_0: 2.296687364578247 (2.4410307237080167) | > loss_gen: 2.5374159812927246 (2.2047074266842435) | > loss_kl: 3.7268271446228027 (2.8642371722630093) | > loss_feat: 7.802160263061523 (6.187395402363369) | > loss_mel: 18.69843864440918 (17.92206723349435) | > loss_duration: 2.367304563522339 (2.349783488682338) | > loss_1: 35.13214874267578 (31.528189659118652)  --> STEP: 15 | > loss_disc: 2.2732644081115723 (2.4298463026682535) | > loss_disc_real_0: 0.1664324402809143 (0.11879778852065405) | > loss_disc_real_1: 0.18452870845794678 (0.19776190718015035) | > loss_disc_real_2: 0.18222300708293915 (0.18910714785257976) | > loss_disc_real_3: 0.222957044839859 (0.2422011544307073) | > loss_disc_real_4: 0.15198659896850586 (0.22742660144964855) | > loss_disc_real_5: 0.23269011080265045 (0.24511784414450327) | > loss_0: 2.2732644081115723 (2.4298463026682535) | > loss_gen: 2.371302366256714 (2.2158137559890747) | > loss_kl: 3.3701794147491455 (2.897966655095418) | > loss_feat: 7.363348484039307 (6.265792274475098) | > loss_mel: 16.11377716064453 (17.80151456197103) | > loss_duration: 2.35878849029541 (2.35038382212321) | > loss_1: 31.577396392822266 (31.531470108032227)  --> STEP: 16 | > loss_disc: 2.456099510192871 (2.431487128138542) | > loss_disc_real_0: 0.1030225083231926 (0.1178118335083127) | > loss_disc_real_1: 0.14757435023784637 (0.19462518487125635) | > loss_disc_real_2: 0.19210322201251984 (0.189294402487576) | > loss_disc_real_3: 0.3320164978504181 (0.24781461339443922) | > loss_disc_real_4: 0.27166008949279785 (0.23019119445234537) | > loss_disc_real_5: 0.3000295162200928 (0.24854982364922762) | > loss_0: 2.456099510192871 (2.431487128138542) | > loss_gen: 2.298308849334717 (2.2209696993231773) | > loss_kl: 2.6391873359680176 (2.8817929476499557) | > loss_feat: 8.832891464233398 (6.4262359738349915) | > loss_mel: 17.6103572845459 (17.789567232131958) | > loss_duration: 2.3865017890930176 (2.3526411950588226) | > loss_1: 33.76724624633789 (31.67120611667633)  --> STEP: 17 | > loss_disc: 2.6848466396331787 (2.4463906288146973) | > loss_disc_real_0: 0.14022016525268555 (0.1191299706697464) | > loss_disc_real_1: 0.24870602786540985 (0.19780641092973597) | > loss_disc_real_2: 0.24723806977272034 (0.1927028535043492) | > loss_disc_real_3: 0.314386785030365 (0.25173062349067016) | > loss_disc_real_4: 0.3169110417366028 (0.23529236193965464) | > loss_disc_real_5: 0.32462871074676514 (0.25302505230202393) | > loss_0: 2.6848466396331787 (2.4463906288146973) | > loss_gen: 2.365907669067383 (2.2294954622493073) | > loss_kl: 2.1767680644989014 (2.8403208956998935) | > loss_feat: 4.834351062774658 (6.33259568494909) | > loss_mel: 16.843917846679688 (17.733940797693588) | > loss_duration: 2.422774314880371 (2.356766672695384) | > loss_1: 28.643718719482422 (31.49311862272375)  --> STEP: 18 | > loss_disc: 2.277637004852295 (2.437015427483453) | > loss_disc_real_0: 0.06947070360183716 (0.11637112249930699) | > loss_disc_real_1: 0.16500748693943024 (0.1959842484858301) | > loss_disc_real_2: 0.10217633098363876 (0.18767360225319862) | > loss_disc_real_3: 0.1530281901359558 (0.2462471549709638) | > loss_disc_real_4: 0.1480410248041153 (0.23044506543212467) | > loss_disc_real_5: 0.1795729547739029 (0.24894438021712834) | > loss_0: 2.277637004852295 (2.437015427483453) | > loss_gen: 2.0262932777404785 (2.2182064519988165) | > loss_kl: 2.5466597080230713 (2.8240063852734036) | > loss_feat: 9.698034286499023 (6.519564496146308) | > loss_mel: 20.907888412475586 (17.910271220737034) | > loss_duration: 2.2069101333618164 (2.348441309399075) | > loss_1: 37.38578414916992 (31.820488929748535)  --> STEP: 19 | > loss_disc: 2.123847723007202 (2.4205329167215446) | > loss_disc_real_0: 0.1551084816455841 (0.11840993087542684) | > loss_disc_real_1: 0.12931154668331146 (0.19247515891727648) | > loss_disc_real_2: 0.1748533546924591 (0.18699885238158076) | > loss_disc_real_3: 0.21467700600624084 (0.24458556818334679) | > loss_disc_real_4: 0.1951107531785965 (0.22858536478720212) | > loss_disc_real_5: 0.16234099864959717 (0.24438630750304774) | > loss_0: 2.123847723007202 (2.4205329167215446) | > loss_gen: 2.4009437561035156 (2.2278242048464323) | > loss_kl: 2.4278783798217773 (2.8031575428812125) | > loss_feat: 9.837077140808105 (6.694170424812718) | > loss_mel: 18.010948181152344 (17.915570008127315) | > loss_duration: 2.3430209159851074 (2.348156025535182) | > loss_1: 35.01987075805664 (31.98887744702791)  --> STEP: 20 | > loss_disc: 2.5614511966705322 (2.427578830718994) | > loss_disc_real_0: 0.16578365862369537 (0.12077861726284027) | > loss_disc_real_1: 0.1707320362329483 (0.19138800278306006) | > loss_disc_real_2: 0.2249988317489624 (0.18889885134994983) | > loss_disc_real_3: 0.2786715626716614 (0.24628986790776253) | > loss_disc_real_4: 0.2405206710100174 (0.2291821300983429) | > loss_disc_real_5: 0.22963744401931763 (0.24364886432886124) | > loss_0: 2.5614511966705322 (2.427578830718994) | > loss_gen: 2.1513946056365967 (2.2240027248859406) | > loss_kl: 2.611229658126831 (2.7935611486434935) | > loss_feat: 6.295770168304443 (6.6742504119873045) | > loss_mel: 17.00909423828125 (17.870246219635014) | > loss_duration: 2.323610782623291 (2.3469287633895872) | > loss_1: 30.391098022460938 (31.90898847579956)  --> STEP: 21 | > loss_disc: 2.252744436264038 (2.4192533833639964) | > loss_disc_real_0: 0.07994352281093597 (0.11883408895560674) | > loss_disc_real_1: 0.15191514790058136 (0.18950834302675157) | > loss_disc_real_2: 0.1811584085226059 (0.18853025883436203) | > loss_disc_real_3: 0.26049935817718506 (0.24696651030154454) | > loss_disc_real_4: 0.24968676269054413 (0.230158541174162) | > loss_disc_real_5: 0.24549385905265808 (0.2437367212204706) | > loss_0: 2.252744436264038 (2.4192533833639964) | > loss_gen: 2.371084213256836 (2.2310066052845547) | > loss_kl: 2.1642613410949707 (2.763594491141183) | > loss_feat: 6.81170129776001 (6.680795692262196) | > loss_mel: 15.764192581176758 (17.769957951137002) | > loss_duration: 2.2009716033935547 (2.339978422437395) | > loss_1: 29.312210083007812 (31.785332361857098)  --> STEP: 22 | > loss_disc: 2.2357773780822754 (2.4109135649421) | > loss_disc_real_0: 0.10180028527975082 (0.11805982515215874) | > loss_disc_real_1: 0.2608110010623932 (0.19274937293746255) | > loss_disc_real_2: 0.12652277946472168 (0.18571173704483293) | > loss_disc_real_3: 0.15221881866455078 (0.24265979704531757) | > loss_disc_real_4: 0.1637776792049408 (0.22714122926647012) | > loss_disc_real_5: 0.11413519084453583 (0.23784574256701904) | > loss_0: 2.2357773780822754 (2.4109135649421) | > loss_gen: 2.174471378326416 (2.2284368222410027) | > loss_kl: 2.253720760345459 (2.74041841246865) | > loss_feat: 8.503320693969727 (6.7636377377943555) | > loss_mel: 19.085479736328125 (17.829754395918417) | > loss_duration: 2.2143869400024414 (2.3342697186903516) | > loss_1: 34.231380462646484 (31.896516366438433)  --> STEP: 23 | > loss_disc: 2.4358596801757812 (2.4119981786479125) | > loss_disc_real_0: 0.11326054483652115 (0.11785116079060928) | > loss_disc_real_1: 0.1829860657453537 (0.19232488132041434) | > loss_disc_real_2: 0.18046385049819946 (0.18548356806454452) | > loss_disc_real_3: 0.24275952577590942 (0.24266413307708243) | > loss_disc_real_4: 0.22506959736347198 (0.22705115831416586) | > loss_disc_real_5: 0.2722984254360199 (0.23934368530045386) | > loss_0: 2.4358596801757812 (2.4119981786479125) | > loss_gen: 2.1906063556671143 (2.226792019346486) | > loss_kl: 2.5324442386627197 (2.7313760570857832) | > loss_feat: 6.576702117919922 (6.755510102147642) | > loss_mel: 16.44107437133789 (17.76937700354535) | > loss_duration: 2.2665514945983887 (2.3313254480776577) | > loss_1: 30.00737953186035 (31.81437998232634)  --> STEP: 24 | > loss_disc: 2.355156421661377 (2.409629772106807) | > loss_disc_real_0: 0.12235409021377563 (0.11803878284990788) | > loss_disc_real_1: 0.25240108370780945 (0.19482805641988912) | > loss_disc_real_2: 0.23228463530540466 (0.18743361253291368) | > loss_disc_real_3: 0.26144373416900635 (0.2434466164559126) | > loss_disc_real_4: 0.2579265236854553 (0.22833763187130293) | > loss_disc_real_5: 0.28035110235214233 (0.24105232767760754) | > loss_0: 2.355156421661377 (2.409629772106807) | > loss_gen: 2.683074712753296 (2.2458037982384362) | > loss_kl: 2.532487630844116 (2.723089039325714) | > loss_feat: 7.4890241622924805 (6.78607318798701) | > loss_mel: 17.365812301635742 (17.75256180763245) | > loss_duration: 2.4139750003814697 (2.33476917942365) | > loss_1: 32.484375 (31.842296441396076)  --> STEP: 25 | > loss_disc: 2.407121181488037 (2.409529428482056) | > loss_disc_real_0: 0.04557822272181511 (0.11514036044478416) | > loss_disc_real_1: 0.18887534737586975 (0.19458994805812835) | > loss_disc_real_2: 0.21044787764549255 (0.18835418313741684) | > loss_disc_real_3: 0.22156406939029694 (0.24257131457328795) | > loss_disc_real_4: 0.164738729596138 (0.22579367578029633) | > loss_disc_real_5: 0.30429524183273315 (0.24358204424381255) | > loss_0: 2.407121181488037 (2.409529428482056) | > loss_gen: 2.3777763843536377 (2.2510827016830444) | > loss_kl: 3.1787731647491455 (2.7413164043426512) | > loss_feat: 7.792767524719238 (6.826340961456299) | > loss_mel: 17.864768981933594 (17.757050094604498) | > loss_duration: 2.3783011436462402 (2.3365104579925533) | > loss_1: 33.59238815307617 (31.91230010986328)  --> STEP: 26 | > loss_disc: 2.7148618698120117 (2.4212729839178238) | > loss_disc_real_0: 0.05163438618183136 (0.11269782297313213) | > loss_disc_real_1: 0.2819717824459076 (0.1979507878422737) | > loss_disc_real_2: 0.14774176478385925 (0.18679216704689539) | > loss_disc_real_3: 0.3405136466026306 (0.2463383273436473) | > loss_disc_real_4: 0.1864812672138214 (0.22428166006620115) | > loss_disc_real_5: 0.16819371283054352 (0.2406824930356099) | > loss_0: 2.7148618698120117 (2.4212729839178238) | > loss_gen: 1.849593997001648 (2.235640828426068) | > loss_kl: 2.946129560470581 (2.7491938334244947) | > loss_feat: 12.08475399017334 (7.028587616406954) | > loss_mel: 17.394407272338867 (17.74310229374813) | > loss_duration: 2.2886033058166504 (2.334667875216557) | > loss_1: 36.56349182128906 (32.091192098764274) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025209463559664217 (-7.140636444091754e-05) | > avg_loss_disc: 2.4212729839178238 (+0.00803205600151724) | > avg_loss_disc_real_0: 0.11269782297313213 (-0.044324589033539474) | > avg_loss_disc_real_1: 0.1979507878422737 (+0.007551793868725121) | > avg_loss_disc_real_2: 0.18679216704689539 (-0.015813968789119004) | > avg_loss_disc_real_3: 0.2463383273436473 (+0.0447746773178761) | > avg_loss_disc_real_4: 0.22428166006620115 (+0.038771498088653295) | > avg_loss_disc_real_5: 0.2406824930356099 (+0.04184370545240548) | > avg_loss_0: 2.4212729839178238 (+0.00803205600151724) | > avg_loss_gen: 2.235640828426068 (+0.018917147929851108) | > avg_loss_kl: 2.7491938334244947 (-0.06182967699491071) | > avg_loss_feat: 7.028587616406954 (+0.6245866738832913) | > avg_loss_mel: 17.74310229374813 (+0.392141562241779) | > avg_loss_duration: 2.334667875216557 (+0.014255881309509277) | > avg_loss_1: 32.091192098764274 (+0.9880712215717047)  > EPOCH: 572/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:23:05)   --> TIME: 2024-06-11 16:23:12 -- STEP: 14/330 -- GLOBAL_STEP: 276775 | > loss_disc: 2.293999671936035 (2.3569904565811157) | > loss_disc_real_0: 0.0934540405869484 (0.10836453576173101) | > loss_disc_real_1: 0.21794016659259796 (0.1932662342275892) | > loss_disc_real_2: 0.20405100286006927 (0.2045970516545432) | > loss_disc_real_3: 0.21876130998134613 (0.23273415012019022) | > loss_disc_real_4: 0.2338491678237915 (0.23719895205327443) | > loss_disc_real_5: 0.22508415579795837 (0.22672590506928308) | > loss_0: 2.293999671936035 (2.3569904565811157) | > grad_norm_0: tensor(22.4013, device='cuda:0') (tensor(18.9505, device='cuda:0')) | > loss_gen: 2.528435707092285 (2.4669567346572876) | > loss_kl: 1.7025948762893677 (1.8977501562663488) | > loss_feat: 7.336330890655518 (6.770659412656512) | > loss_mel: 17.636253356933594 (17.87691048213414) | > loss_duration: 2.0267443656921387 (2.084421379225595) | > loss_1: 31.230358123779297 (31.096698352268763) | > grad_norm_1: tensor(193.9630, device='cuda:0') (tensor(145.4696, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.3466 (0.36348988328661236) | > loader_time: 0.0028 (0.003008059092930385)  --> TIME: 2024-06-11 16:23:21 -- STEP: 39/330 -- GLOBAL_STEP: 276800 | > loss_disc: 2.337857246398926 (2.326361295504448) | > loss_disc_real_0: 0.15394270420074463 (0.10800117750962575) | > loss_disc_real_1: 0.1778104305267334 (0.193066187393971) | > loss_disc_real_2: 0.19003835320472717 (0.20534171278660113) | > loss_disc_real_3: 0.21237950026988983 (0.22855646717242706) | > loss_disc_real_4: 0.21650706231594086 (0.23193201002402183) | > loss_disc_real_5: 0.21102838218212128 (0.22270218569498795) | > loss_0: 2.337857246398926 (2.326361295504448) | > grad_norm_0: tensor(14.4141, device='cuda:0') (tensor(12.5980, device='cuda:0')) | > loss_gen: 2.4400014877319336 (2.503887378252469) | > loss_kl: 2.1305859088897705 (1.9304119929289207) | > loss_feat: 7.339356422424316 (7.028058284368271) | > loss_mel: 17.783296585083008 (17.761146203065532) | > loss_duration: 2.0115561485290527 (2.029496024816465) | > loss_1: 31.704797744750977 (31.252999917054787) | > grad_norm_1: tensor(52.5796, device='cuda:0') (tensor(102.3451, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.3676 (0.3621875383915045) | > loader_time: 0.0037 (0.003370926930354192)  --> TIME: 2024-06-11 16:23:30 -- STEP: 64/330 -- GLOBAL_STEP: 276825 | > loss_disc: 2.3970961570739746 (2.3381661996245384) | > loss_disc_real_0: 0.09839951992034912 (0.10968585673253983) | > loss_disc_real_1: 0.19068603217601776 (0.19486531754955652) | > loss_disc_real_2: 0.1981058418750763 (0.2075537743512541) | > loss_disc_real_3: 0.2583591639995575 (0.2278411469887942) | > loss_disc_real_4: 0.25442513823509216 (0.23137875576503575) | > loss_disc_real_5: 0.22219905257225037 (0.22394284629262984) | > loss_0: 2.3970961570739746 (2.3381661996245384) | > grad_norm_0: tensor(10.0087, device='cuda:0') (tensor(11.1987, device='cuda:0')) | > loss_gen: 2.3665850162506104 (2.488746244460344) | > loss_kl: 1.9114073514938354 (1.9275555834174156) | > loss_feat: 7.3426971435546875 (7.050655290484428) | > loss_mel: 18.507369995117188 (17.79188969731331) | > loss_duration: 1.9972476959228516 (2.0120895169675346) | > loss_1: 32.12530517578125 (31.27093616127968) | > grad_norm_1: tensor(137.8226, device='cuda:0') (tensor(98.0168, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.361 (0.36498925834894186) | > loader_time: 0.0036 (0.0034735798835754395)  --> TIME: 2024-06-11 16:23:40 -- STEP: 89/330 -- GLOBAL_STEP: 276850 | > loss_disc: 2.279571533203125 (2.343935886125885) | > loss_disc_real_0: 0.11651621758937836 (0.11063381736533026) | > loss_disc_real_1: 0.15835680067539215 (0.1953100212169497) | > loss_disc_real_2: 0.2193225473165512 (0.20825031148583706) | > loss_disc_real_3: 0.2041827142238617 (0.2280865271439713) | > loss_disc_real_4: 0.21674369275569916 (0.23324235285935777) | > loss_disc_real_5: 0.2178790420293808 (0.22365603554114866) | > loss_0: 2.279571533203125 (2.343935886125885) | > grad_norm_0: tensor(11.1772, device='cuda:0') (tensor(12.3800, device='cuda:0')) | > loss_gen: 2.4326467514038086 (2.4827499898631915) | > loss_kl: 1.9307388067245483 (1.930398958452632) | > loss_feat: 7.201610088348389 (7.025410207469812) | > loss_mel: 17.455101013183594 (17.735365149680153) | > loss_duration: 2.017165184020996 (2.005454709020892) | > loss_1: 31.037261962890625 (31.17937891670827) | > grad_norm_1: tensor(74.9017, device='cuda:0') (tensor(119.2474, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.3659 (0.36757605263356413) | > loader_time: 0.0037 (0.003608861666047171)  --> TIME: 2024-06-11 16:23:50 -- STEP: 114/330 -- GLOBAL_STEP: 276875 | > loss_disc: 2.358302593231201 (2.346466612397577) | > loss_disc_real_0: 0.10908612608909607 (0.11078292673878502) | > loss_disc_real_1: 0.17957235872745514 (0.19572050085193232) | > loss_disc_real_2: 0.20499709248542786 (0.20874406828692088) | > loss_disc_real_3: 0.23494839668273926 (0.2283461675570722) | > loss_disc_real_4: 0.2525314390659332 (0.2323781198315453) | > loss_disc_real_5: 0.22793103754520416 (0.22313815002378665) | > loss_0: 2.358302593231201 (2.346466612397577) | > grad_norm_0: tensor(7.9851, device='cuda:0') (tensor(12.6781, device='cuda:0')) | > loss_gen: 2.593353033065796 (2.4840956382584145) | > loss_kl: 2.073040246963501 (1.9413371201147114) | > loss_feat: 6.9501237869262695 (7.056665592026293) | > loss_mel: 17.783138275146484 (17.703914106937876) | > loss_duration: 2.0193848609924316 (2.0059249787999867) | > loss_1: 31.419038772583008 (31.191937362938596) | > grad_norm_1: tensor(152.9926, device='cuda:0') (tensor(126.0598, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.3766 (0.3699421861715484) | > loader_time: 0.0039 (0.003710173723990457)  --> TIME: 2024-06-11 16:23:59 -- STEP: 139/330 -- GLOBAL_STEP: 276900 | > loss_disc: 2.3959293365478516 (2.3513915796074065) | > loss_disc_real_0: 0.10895882546901703 (0.11231178136395036) | > loss_disc_real_1: 0.15558761358261108 (0.19610374436961664) | > loss_disc_real_2: 0.1845470517873764 (0.2095696259316781) | > loss_disc_real_3: 0.22936657071113586 (0.22921426647858653) | > loss_disc_real_4: 0.2268843650817871 (0.23170785423663023) | > loss_disc_real_5: 0.2393764704465866 (0.22293485743965177) | > loss_0: 2.3959293365478516 (2.3513915796074065) | > grad_norm_0: tensor(6.0961, device='cuda:0') (tensor(12.5156, device='cuda:0')) | > loss_gen: 2.358867883682251 (2.476710161716817) | > loss_kl: 2.087191581726074 (1.9446124996212746) | > loss_feat: 7.172311305999756 (7.025345524437993) | > loss_mel: 17.369098663330078 (17.697986561617405) | > loss_duration: 2.0848684310913086 (2.011407618042376) | > loss_1: 31.072338104248047 (31.15606231140576) | > grad_norm_1: tensor(90.2768, device='cuda:0') (tensor(122.3099, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.3601 (0.3711610886690427) | > loader_time: 0.0045 (0.0037982944104311277)  --> TIME: 2024-06-11 16:24:09 -- STEP: 164/330 -- GLOBAL_STEP: 276925 | > loss_disc: 2.465585708618164 (2.352624675122702) | > loss_disc_real_0: 0.1287013590335846 (0.11296902724155565) | > loss_disc_real_1: 0.1981077790260315 (0.1957093905203227) | > loss_disc_real_2: 0.21078544855117798 (0.2102883480852697) | > loss_disc_real_3: 0.24217523634433746 (0.22916952765932896) | > loss_disc_real_4: 0.22555041313171387 (0.23185757356809406) | > loss_disc_real_5: 0.22221466898918152 (0.22261936190288242) | > loss_0: 2.465585708618164 (2.352624675122702) | > grad_norm_0: tensor(11.0650, device='cuda:0') (tensor(13.2324, device='cuda:0')) | > loss_gen: 2.4038007259368896 (2.482007026672363) | > loss_kl: 2.0674281120300293 (1.9462794000055732) | > loss_feat: 6.937626361846924 (7.048291293586173) | > loss_mel: 17.65420913696289 (17.717672650407003) | > loss_duration: 2.099754810333252 (2.015319236168047) | > loss_1: 31.162818908691406 (31.20956951234399) | > grad_norm_1: tensor(61.3098, device='cuda:0') (tensor(134.0734, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.3746 (0.37325602333720137) | > loader_time: 0.004 (0.003885730010707204)  --> TIME: 2024-06-11 16:24:19 -- STEP: 189/330 -- GLOBAL_STEP: 276950 | > loss_disc: 2.6344311237335205 (2.3555432349916496) | > loss_disc_real_0: 0.16357260942459106 (0.11411824495231034) | > loss_disc_real_1: 0.23387353122234344 (0.1966127083099709) | > loss_disc_real_2: 0.22016876935958862 (0.21046869165052182) | > loss_disc_real_3: 0.26249822974205017 (0.22931731243928274) | > loss_disc_real_4: 0.2655641436576843 (0.23161824733491929) | > loss_disc_real_5: 0.2729365825653076 (0.2224711202597492) | > loss_0: 2.6344311237335205 (2.3555432349916496) | > grad_norm_0: tensor(96.6196, device='cuda:0') (tensor(15.4220, device='cuda:0')) | > loss_gen: 2.494464635848999 (2.490015959613537) | > loss_kl: 2.0408201217651367 (1.954298185923743) | > loss_feat: 6.8163042068481445 (7.056084135852793) | > loss_mel: 17.87775230407715 (17.677372029218738) | > loss_duration: 2.101057291030884 (2.0227046902217563) | > loss_1: 31.330398559570312 (31.20047495604823) | > grad_norm_1: tensor(199.3820, device='cuda:0') (tensor(159.2340, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.4173 (0.3757054931903011) | > loader_time: 0.0052 (0.0040214288802373965)  --> TIME: 2024-06-11 16:24:30 -- STEP: 214/330 -- GLOBAL_STEP: 276975 | > loss_disc: 2.2789716720581055 (2.359644210227182) | > loss_disc_real_0: 0.09454922378063202 (0.11524863572460468) | > loss_disc_real_1: 0.1925763636827469 (0.19695299773294242) | > loss_disc_real_2: 0.2449805736541748 (0.21114014291039138) | > loss_disc_real_3: 0.2355850338935852 (0.2296293141825177) | > loss_disc_real_4: 0.21781028807163239 (0.2325685388434713) | > loss_disc_real_5: 0.22275665402412415 (0.22292680147095262) | > loss_0: 2.2789716720581055 (2.359644210227182) | > grad_norm_0: tensor(35.4004, device='cuda:0') (tensor(17.6383, device='cuda:0')) | > loss_gen: 2.6050875186920166 (2.489623990014335) | > loss_kl: 2.1144418716430664 (1.9588311593109202) | > loss_feat: 7.088758945465088 (7.054800158349153) | > loss_mel: 17.363075256347656 (17.646258960260425) | > loss_duration: 2.126044750213623 (2.0302055656352893) | > loss_1: 31.297409057617188 (31.179719835798316) | > grad_norm_1: tensor(360.1957, device='cuda:0') (tensor(177.8479, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.4204 (0.3807159717951979) | > loader_time: 0.0051 (0.004135269985020717)  --> TIME: 2024-06-11 16:24:41 -- STEP: 239/330 -- GLOBAL_STEP: 277000 | > loss_disc: 2.32062029838562 (2.358814458966754) | > loss_disc_real_0: 0.12554481625556946 (0.1159968006592166) | > loss_disc_real_1: 0.20138071477413177 (0.19679650614451172) | > loss_disc_real_2: 0.19818486273288727 (0.21090649473617265) | > loss_disc_real_3: 0.21431419253349304 (0.22919295397762474) | > loss_disc_real_4: 0.21165427565574646 (0.2318226390179231) | > loss_disc_real_5: 0.19329680502414703 (0.22257471421273683) | > loss_0: 2.32062029838562 (2.358814458966754) | > grad_norm_0: tensor(12.1448, device='cuda:0') (tensor(20.0240, device='cuda:0')) | > loss_gen: 2.6932997703552246 (2.4924888550985806) | > loss_kl: 1.988402247428894 (1.9625820440228514) | > loss_feat: 7.542067527770996 (7.045181074900607) | > loss_mel: 18.30038833618164 (17.592627505378264) | > loss_duration: 2.0744543075561523 (2.0384716274349253) | > loss_1: 32.59861373901367 (31.13135107990089) | > grad_norm_1: tensor(286.7265, device='cuda:0') (tensor(202.1184, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.4105 (0.38454842367930386) | > loader_time: 0.0054 (0.004276305561783919) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_277000.pth  --> TIME: 2024-06-11 16:24:57 -- STEP: 264/330 -- GLOBAL_STEP: 277025 | > loss_disc: 2.367948293685913 (2.3593552618315727) | > loss_disc_real_0: 0.15492400527000427 (0.11732406162120627) | > loss_disc_real_1: 0.1629997044801712 (0.1969172298682459) | > loss_disc_real_2: 0.22766727209091187 (0.21083103498500405) | > loss_disc_real_3: 0.21529676020145416 (0.22945114146127846) | > loss_disc_real_4: 0.2427169233560562 (0.23193993171056113) | > loss_disc_real_5: 0.22553394734859467 (0.22232316631936666) | > loss_0: 2.367948293685913 (2.3593552618315727) | > grad_norm_0: tensor(36.5848, device='cuda:0') (tensor(21.7850, device='cuda:0')) | > loss_gen: 2.4114556312561035 (2.4928246610092395) | > loss_kl: 1.962095022201538 (1.9702205630865963) | > loss_feat: 6.98734188079834 (7.052957946603948) | > loss_mel: 16.678897857666016 (17.555192044287033) | > loss_duration: 2.1568350791931152 (2.0465263539191434) | > loss_1: 30.196624755859375 (31.11772153594277) | > grad_norm_1: tensor(422.1710, device='cuda:0') (tensor(220.2850, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.4348 (0.3890183179667501) | > loader_time: 0.0059 (0.004416144255435826)  --> TIME: 2024-06-11 16:25:08 -- STEP: 289/330 -- GLOBAL_STEP: 277050 | > loss_disc: 2.4452741146087646 (2.3607963319468253) | > loss_disc_real_0: 0.12232257425785065 (0.1176149938835611) | > loss_disc_real_1: 0.22039328515529633 (0.19757102976414576) | > loss_disc_real_2: 0.22128666937351227 (0.2110383922047269) | > loss_disc_real_3: 0.2502243220806122 (0.22938254398251895) | > loss_disc_real_4: 0.22515223920345306 (0.23181191885966335) | > loss_disc_real_5: 0.2253650575876236 (0.2226021533193885) | > loss_0: 2.4452741146087646 (2.3607963319468253) | > grad_norm_0: tensor(5.8895, device='cuda:0') (tensor(22.1113, device='cuda:0')) | > loss_gen: 2.327692747116089 (2.4891917705535884) | > loss_kl: 1.978973150253296 (1.973877676630515) | > loss_feat: 5.957243919372559 (7.055256587823782) | > loss_mel: 16.3194580078125 (17.499929962686206) | > loss_duration: 2.207728862762451 (2.0562087206692006) | > loss_1: 28.79109764099121 (31.074464692376477) | > grad_norm_1: tensor(235.9944, device='cuda:0') (tensor(228.2923, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.4448 (0.39399691271534415) | > loader_time: 0.006 (0.004564973309790796)  --> TIME: 2024-06-11 16:25:21 -- STEP: 314/330 -- GLOBAL_STEP: 277075 | > loss_disc: 2.3200879096984863 (2.362698211032114) | > loss_disc_real_0: 0.07882416993379593 (0.11844579283456513) | > loss_disc_real_1: 0.23036520183086395 (0.1977271206534592) | > loss_disc_real_2: 0.25617387890815735 (0.21123467475935157) | > loss_disc_real_3: 0.23708051443099976 (0.22923170542641047) | > loss_disc_real_4: 0.2209705263376236 (0.2314762248165289) | > loss_disc_real_5: 0.21010318398475647 (0.22251315813535338) | > loss_0: 2.3200879096984863 (2.362698211032114) | > grad_norm_0: tensor(35.6460, device='cuda:0') (tensor(24.0987, device='cuda:0')) | > loss_gen: 2.6897904872894287 (2.4878168926117525) | > loss_kl: 1.9638115167617798 (1.9796446011324598) | > loss_feat: 7.685787200927734 (7.055793950512151) | > loss_mel: 17.73858070373535 (17.453186946310062) | > loss_duration: 2.257964849472046 (2.068806568148789) | > loss_1: 32.335933685302734 (31.045248936695657) | > grad_norm_1: tensor(499.7419, device='cuda:0') (tensor(242.4200, device='cuda:0')) | > current_lr_0: 0.0001861984233735583 | > current_lr_1: 0.0001861984233735583 | > step_time: 0.5268 (0.4020477692792369) | > loader_time: 0.0077 (0.004759938853561495)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5186991691589355 (2.5186991691589355) | > loss_disc_real_0: 0.07998628914356232 (0.07998628914356232) | > loss_disc_real_1: 0.11845245212316513 (0.11845245212316513) | > loss_disc_real_2: 0.24673189222812653 (0.24673189222812653) | > loss_disc_real_3: 0.2746921479701996 (0.2746921479701996) | > loss_disc_real_4: 0.22737041115760803 (0.22737041115760803) | > loss_disc_real_5: 0.2835181951522827 (0.2835181951522827) | > loss_0: 2.5186991691589355 (2.5186991691589355) | > loss_gen: 2.0779895782470703 (2.0779895782470703) | > loss_kl: 2.444962739944458 (2.444962739944458) | > loss_feat: 4.866980075836182 (4.866980075836182) | > loss_mel: 15.87874984741211 (15.87874984741211) | > loss_duration: 2.9205942153930664 (2.9205942153930664) | > loss_1: 28.18927764892578 (28.18927764892578)  --> STEP: 1 | > loss_disc: 2.5197086334228516 (2.5197086334228516) | > loss_disc_real_0: 0.07493093609809875 (0.07493093609809875) | > loss_disc_real_1: 0.11676487326622009 (0.11676487326622009) | > loss_disc_real_2: 0.17801636457443237 (0.17801636457443237) | > loss_disc_real_3: 0.28803902864456177 (0.28803902864456177) | > loss_disc_real_4: 0.255273699760437 (0.255273699760437) | > loss_disc_real_5: 0.2961460053920746 (0.2961460053920746) | > loss_0: 2.5197086334228516 (2.5197086334228516) | > loss_gen: 2.0015506744384766 (2.0015506744384766) | > loss_kl: 3.1618075370788574 (3.1618075370788574) | > loss_feat: 7.034852027893066 (7.034852027893066) | > loss_mel: 17.95093536376953 (17.95093536376953) | > loss_duration: 2.412508010864258 (2.412508010864258) | > loss_1: 32.56165313720703 (32.56165313720703)  --> STEP: 2 | > loss_disc: 2.4484176635742188 (2.484063148498535) | > loss_disc_real_0: 0.04204022139310837 (0.05848557874560356) | > loss_disc_real_1: 0.16475404798984528 (0.14075946062803268) | > loss_disc_real_2: 0.2107742577791214 (0.19439531117677689) | > loss_disc_real_3: 0.24454769492149353 (0.26629336178302765) | > loss_disc_real_4: 0.2181088626384735 (0.23669128119945526) | > loss_disc_real_5: 0.2807915210723877 (0.28846876323223114) | > loss_0: 2.4484176635742188 (2.484063148498535) | > loss_gen: 2.1770167350769043 (2.0892837047576904) | > loss_kl: 3.0960283279418945 (3.128917932510376) | > loss_feat: 6.1358747482299805 (6.585363388061523) | > loss_mel: 18.367769241333008 (18.15935230255127) | > loss_duration: 2.5135741233825684 (2.463041067123413) | > loss_1: 32.29026412963867 (32.42595863342285)  --> STEP: 3 | > loss_disc: 2.470886468887329 (2.4796709219614663) | > loss_disc_real_0: 0.06588488072156906 (0.060952012737592064) | > loss_disc_real_1: 0.15741191804409027 (0.14631027976671854) | > loss_disc_real_2: 0.2162962555885315 (0.2016956259806951) | > loss_disc_real_3: 0.1991090178489685 (0.2438985804716746) | > loss_disc_real_4: 0.21283794939517975 (0.2287401705980301) | > loss_disc_real_5: 0.2768939137458801 (0.28461048007011414) | > loss_0: 2.470886468887329 (2.4796709219614663) | > loss_gen: 1.9670785665512085 (2.0485486586888633) | > loss_kl: 3.2657172679901123 (3.1745177110036216) | > loss_feat: 5.666686058044434 (6.27913761138916) | > loss_mel: 17.24631118774414 (17.855005264282227) | > loss_duration: 2.340157985687256 (2.4220800399780273) | > loss_1: 30.485952377319336 (31.779289881388348)  --> STEP: 4 | > loss_disc: 2.536569118499756 (2.493895471096039) | > loss_disc_real_0: 0.08867146819829941 (0.0678818766027689) | > loss_disc_real_1: 0.1828664243221283 (0.15544931590557098) | > loss_disc_real_2: 0.22715416550636292 (0.20806026086211205) | > loss_disc_real_3: 0.28825417160987854 (0.2549874782562256) | > loss_disc_real_4: 0.17769546806812286 (0.21597899496555328) | > loss_disc_real_5: 0.2778703570365906 (0.28292544931173325) | > loss_0: 2.536569118499756 (2.493895471096039) | > loss_gen: 2.119088888168335 (2.066183716058731) | > loss_kl: 3.8782172203063965 (3.350442588329315) | > loss_feat: 7.697868347167969 (6.633820295333862) | > loss_mel: 18.98831558227539 (18.138332843780518) | > loss_duration: 2.3960952758789062 (2.415583848953247) | > loss_1: 35.079586029052734 (32.60436391830444)  --> STEP: 5 | > loss_disc: 2.3231468200683594 (2.459745740890503) | > loss_disc_real_0: 0.13792559504508972 (0.08189062029123306) | > loss_disc_real_1: 0.16287462413311005 (0.1569343775510788) | > loss_disc_real_2: 0.20007531344890594 (0.20646327137947082) | > loss_disc_real_3: 0.18895573914051056 (0.24178113043308258) | > loss_disc_real_4: 0.16081634163856506 (0.20494646430015565) | > loss_disc_real_5: 0.20598560571670532 (0.26753748059272764) | > loss_0: 2.3231468200683594 (2.459745740890503) | > loss_gen: 2.0890402793884277 (2.0707550287246703) | > loss_kl: 3.2784740924835205 (3.336048889160156) | > loss_feat: 6.80194091796875 (6.66744441986084) | > loss_mel: 19.170379638671875 (18.344742202758788) | > loss_duration: 2.4560112953186035 (2.4236693382263184) | > loss_1: 33.79584503173828 (32.842660140991214)  --> STEP: 6 | > loss_disc: 2.6006455421447754 (2.4832290410995483) | > loss_disc_real_0: 0.06878750771284103 (0.0797067681948344) | > loss_disc_real_1: 0.11302513629198074 (0.14961617067456245) | > loss_disc_real_2: 0.25403928756713867 (0.2143926074107488) | > loss_disc_real_3: 0.26975512504577637 (0.24644346286853155) | > loss_disc_real_4: 0.19555334746837616 (0.20338094482819238) | > loss_disc_real_5: 0.25155189633369446 (0.2648732165495555) | > loss_0: 2.6006455421447754 (2.4832290410995483) | > loss_gen: 1.816186785697937 (2.028326988220215) | > loss_kl: 3.022489070892334 (3.2837889194488525) | > loss_feat: 5.345012664794922 (6.4470391273498535) | > loss_mel: 19.104944229125977 (18.471442540486652) | > loss_duration: 2.2536206245422363 (2.395327885945638) | > loss_1: 31.542253494262695 (32.62592569986979)  --> STEP: 7 | > loss_disc: 2.566455125808716 (2.4951184817722867) | > loss_disc_real_0: 0.12608495354652405 (0.08633222324507576) | > loss_disc_real_1: 0.24526777863502502 (0.16328068609748567) | > loss_disc_real_2: 0.227640762925148 (0.21628520105566298) | > loss_disc_real_3: 0.27603891491889954 (0.2506713845900127) | > loss_disc_real_4: 0.19957730174064636 (0.20283756724425725) | > loss_disc_real_5: 0.2868499755859375 (0.2680127535547529) | > loss_0: 2.566455125808716 (2.4951184817722867) | > loss_gen: 2.1085023880004883 (2.039780616760254) | > loss_kl: 4.027474403381348 (3.3900297028677806) | > loss_feat: 5.707714557647705 (6.341421331678118) | > loss_mel: 17.17177963256836 (18.28577641078404) | > loss_duration: 2.5382633209228516 (2.4157472337995256) | > loss_1: 31.553735733032227 (32.47275570460728)  --> STEP: 8 | > loss_disc: 2.3723978996276855 (2.4797784090042114) | > loss_disc_real_0: 0.04938138276338577 (0.08171336818486452) | > loss_disc_real_1: 0.09924320131540298 (0.15527600049972534) | > loss_disc_real_2: 0.15249116718769073 (0.20831094682216644) | > loss_disc_real_3: 0.2271474301815033 (0.247730890288949) | > loss_disc_real_4: 0.14723463356494904 (0.19588720053434372) | > loss_disc_real_5: 0.2627318799495697 (0.267352644354105) | > loss_0: 2.3723978996276855 (2.4797784090042114) | > loss_gen: 2.0850419998168945 (2.045438289642334) | > loss_kl: 3.0751380920410156 (3.350668251514435) | > loss_feat: 10.273360252380371 (6.8329136967659) | > loss_mel: 18.45918083190918 (18.307451963424683) | > loss_duration: 2.2955830097198486 (2.400726705789566) | > loss_1: 36.18830108642578 (32.937198877334595)  --> STEP: 9 | > loss_disc: 2.5870094299316406 (2.491692966885037) | > loss_disc_real_0: 0.10678981244564056 (0.08449963976939519) | > loss_disc_real_1: 0.1889408528804779 (0.1590165396531423) | > loss_disc_real_2: 0.2452092319726944 (0.21241075628333622) | > loss_disc_real_3: 0.2527485489845276 (0.24828840792179108) | > loss_disc_real_4: 0.17039243876934052 (0.19305444922712114) | > loss_disc_real_5: 0.22683721780776978 (0.26285093029340106) | > loss_0: 2.5870094299316406 (2.491692966885037) | > loss_gen: 2.1268181800842285 (2.0544804996914334) | > loss_kl: 2.8657050132751465 (3.296783447265625) | > loss_feat: 9.388689041137695 (7.116888735029432) | > loss_mel: 19.166677474975586 (18.402921464708115) | > loss_duration: 2.1849865913391113 (2.3767555819617376) | > loss_1: 35.73287582397461 (33.24782964918349)  --> STEP: 10 | > loss_disc: 2.374018907546997 (2.4799255609512327) | > loss_disc_real_0: 0.14117710292339325 (0.09016738608479499) | > loss_disc_real_1: 0.14322508871555328 (0.15743739455938338) | > loss_disc_real_2: 0.24560952186584473 (0.21573063284158706) | > loss_disc_real_3: 0.1949279010295868 (0.24295235723257064) | > loss_disc_real_4: 0.11523991823196411 (0.18527299612760545) | > loss_disc_real_5: 0.23166437447071075 (0.259732274711132) | > loss_0: 2.374018907546997 (2.4799255609512327) | > loss_gen: 2.0359487533569336 (2.0526273250579834) | > loss_kl: 3.4290645122528076 (3.310011553764343) | > loss_feat: 6.017765998840332 (7.006976461410522) | > loss_mel: 17.919872283935547 (18.354616546630858) | > loss_duration: 2.3649072647094727 (2.3755707502365113) | > loss_1: 31.767559051513672 (33.099802589416505)  --> STEP: 11 | > loss_disc: 2.779071569442749 (2.50712065263228) | > loss_disc_real_0: 0.08400894701480865 (0.08960752798752351) | > loss_disc_real_1: 0.23982790112495422 (0.16492744061079892) | > loss_disc_real_2: 0.22556418180465698 (0.2166245918382298) | > loss_disc_real_3: 0.25409451127052307 (0.24396528032692996) | > loss_disc_real_4: 0.2019267976284027 (0.18678697808222336) | > loss_disc_real_5: 0.3556685447692871 (0.26845375380732794) | > loss_0: 2.779071569442749 (2.50712065263228) | > loss_gen: 1.9777623414993286 (2.045821417461742) | > loss_kl: 3.0263512134552 (3.2842242500998755) | > loss_feat: 6.072565078735352 (6.922029972076416) | > loss_mel: 17.597185134887695 (18.2857591455633) | > loss_duration: 2.4961133003234863 (2.3865291638807817) | > loss_1: 31.16997718811035 (32.92436391657049)  --> STEP: 12 | > loss_disc: 2.6331963539123535 (2.517626961072286) | > loss_disc_real_0: 0.0955580323934555 (0.09010340335468452) | > loss_disc_real_1: 0.15151475369930267 (0.16380971670150757) | > loss_disc_real_2: 0.25062108039855957 (0.2194576325515906) | > loss_disc_real_3: 0.19359244406223297 (0.23976754397153854) | > loss_disc_real_4: 0.13687269389629364 (0.18262745440006256) | > loss_disc_real_5: 0.20733091235160828 (0.263360183686018) | > loss_0: 2.6331963539123535 (2.517626961072286) | > loss_gen: 1.9396891593933105 (2.036977062622706) | > loss_kl: 2.659405469894409 (3.2321560184160867) | > loss_feat: 5.669732570648193 (6.8176718552907305) | > loss_mel: 17.316844940185547 (18.205016295115154) | > loss_duration: 2.297152042388916 (2.379081070423126) | > loss_1: 29.882823944091797 (32.670902252197266)  --> STEP: 13 | > loss_disc: 2.52632212638855 (2.5182958199427676) | > loss_disc_real_0: 0.07986365258693695 (0.08931573021870393) | > loss_disc_real_1: 0.2437678724527359 (0.16996034406698668) | > loss_disc_real_2: 0.2357264906167984 (0.2207090831719912) | > loss_disc_real_3: 0.22414961457252502 (0.23856616478699905) | > loss_disc_real_4: 0.1530226320028305 (0.18035016036950624) | > loss_disc_real_5: 0.27065882086753845 (0.26392161731536573) | > loss_0: 2.52632212638855 (2.5182958199427676) | > loss_gen: 2.023592233657837 (2.035947460394639) | > loss_kl: 3.346059560775757 (3.240917829366831) | > loss_feat: 5.370343208312988 (6.706338882446289) | > loss_mel: 17.36530113220215 (18.140422821044922) | > loss_duration: 2.2787721157073975 (2.3713649969834547) | > loss_1: 30.38406753540039 (32.49499188936674)  --> STEP: 14 | > loss_disc: 2.3738856315612793 (2.5079808064869473) | > loss_disc_real_0: 0.07848075032234192 (0.0885418030832495) | > loss_disc_real_1: 0.13214749097824097 (0.1672594259892191) | > loss_disc_real_2: 0.18218590319156647 (0.2179574274591037) | > loss_disc_real_3: 0.2992422878742218 (0.24290017357894353) | > loss_disc_real_4: 0.17097048461437225 (0.17968018352985382) | > loss_disc_real_5: 0.2182723581790924 (0.26066095594848904) | > loss_0: 2.3738856315612793 (2.5079808064869473) | > loss_gen: 2.0297462940216064 (2.035504519939422) | > loss_kl: 3.1741244792938232 (3.2361468757901872) | > loss_feat: 8.568572998046875 (6.839355604989188) | > loss_mel: 19.554546356201172 (18.241431644984655) | > loss_duration: 2.426311492919922 (2.3752897466932024) | > loss_1: 35.75330352783203 (32.727728434971404)  --> STEP: 15 | > loss_disc: 2.435774564743042 (2.5031670570373534) | > loss_disc_real_0: 0.12200860679149628 (0.09077292333046595) | > loss_disc_real_1: 0.22394023835659027 (0.17103814681371052) | > loss_disc_real_2: 0.21521800756454468 (0.21777479946613312) | > loss_disc_real_3: 0.214961439371109 (0.24103759129842123) | > loss_disc_real_4: 0.12573972344398499 (0.17608415285746257) | > loss_disc_real_5: 0.18381723761558533 (0.25553804139296216) | > loss_0: 2.435774564743042 (2.5031670570373534) | > loss_gen: 2.106140375137329 (2.040213576952616) | > loss_kl: 3.5919687747955322 (3.259868335723877) | > loss_feat: 7.7806396484375 (6.902107874552409) | > loss_mel: 17.382062911987305 (18.184140396118163) | > loss_duration: 2.392580986022949 (2.3764424959818524) | > loss_1: 33.25339126586914 (32.76277262369792)  --> STEP: 16 | > loss_disc: 2.560472249984741 (2.5067486315965652) | > loss_disc_real_0: 0.10761034488677979 (0.09182526217773557) | > loss_disc_real_1: 0.13614977896213531 (0.16885762382298708) | > loss_disc_real_2: 0.23041176795959473 (0.21856460999697447) | > loss_disc_real_3: 0.2232019305229187 (0.23992286249995232) | > loss_disc_real_4: 0.17895598709583282 (0.1762636424973607) | > loss_disc_real_5: 0.188766747713089 (0.25136483553797007) | > loss_0: 2.560472249984741 (2.5067486315965652) | > loss_gen: 1.8551702499389648 (2.0286483690142627) | > loss_kl: 2.416611909866333 (3.2071648091077805) | > loss_feat: 6.1761980056762695 (6.85673850774765) | > loss_mel: 12.254457473754883 (17.81353521347046) | > loss_duration: 2.4336163997650146 (2.3800158649683) | > loss_1: 25.13605499267578 (32.28610277175903)  --> STEP: 17 | > loss_disc: 2.3503360748291016 (2.497547892963185) | > loss_disc_real_0: 0.056819766759872437 (0.0897661153884495) | > loss_disc_real_1: 0.1237839013338089 (0.1662062283824472) | > loss_disc_real_2: 0.24097219109535217 (0.2198827030027614) | > loss_disc_real_3: 0.19036483764648438 (0.23700768456739538) | > loss_disc_real_4: 0.1693193018436432 (0.17585515187067144) | > loss_disc_real_5: 0.2576361894607544 (0.25173373870989857) | > loss_0: 2.3503360748291016 (2.497547892963185) | > loss_gen: 2.044618606567383 (2.0295877947526817) | > loss_kl: 1.9867992401123047 (3.13537859916687) | > loss_feat: 5.831570625305176 (6.796434514662799) | > loss_mel: 18.009828567504883 (17.825081881354837) | > loss_duration: 2.4166860580444336 (2.382172935149249) | > loss_1: 30.289501190185547 (32.16865561990177)  --> STEP: 18 | > loss_disc: 2.2836995124816895 (2.48566742738088) | > loss_disc_real_0: 0.09455776959657669 (0.09003231840001212) | > loss_disc_real_1: 0.14813579618930817 (0.16520231548282835) | > loss_disc_real_2: 0.09389383345842361 (0.2128833213614093) | > loss_disc_real_3: 0.1668396294116974 (0.2331094592809677) | > loss_disc_real_4: 0.09742419421672821 (0.17149787644545236) | > loss_disc_real_5: 0.11662507802248001 (0.24422770200504196) | > loss_0: 2.2836995124816895 (2.48566742738088) | > loss_gen: 1.9532901048660278 (2.025349034203423) | > loss_kl: 2.2507195472717285 (3.0862308740615845) | > loss_feat: 11.399916648864746 (7.0521835221184626) | > loss_mel: 19.29958724975586 (17.906998846266006) | > loss_duration: 2.206427574157715 (2.3724093039830527) | > loss_1: 37.10994338989258 (32.44317160712348)  --> STEP: 19 | > loss_disc: 2.6582133769989014 (2.4947487931502494) | > loss_disc_real_0: 0.15682628750801086 (0.09354779045832784) | > loss_disc_real_1: 0.1442660540342331 (0.16410040698553385) | > loss_disc_real_2: 0.2244146466255188 (0.21349023321741506) | > loss_disc_real_3: 0.21114876866340637 (0.2319536334589908) | > loss_disc_real_4: 0.2073112577199936 (0.17338279124937558) | > loss_disc_real_5: 0.30000102519989014 (0.24716314006792872) | > loss_0: 2.6582133769989014 (2.4947487931502494) | > loss_gen: 1.923765778541565 (2.020002547063325) | > loss_kl: 2.0125317573547363 (3.0297203942349085) | > loss_feat: 5.071135997772217 (6.947917862942345) | > loss_mel: 16.731826782226562 (17.84514768500077) | > loss_duration: 2.377891778945923 (2.372697855296888) | > loss_1: 28.117151260375977 (32.215486325715716)  --> STEP: 20 | > loss_disc: 2.5483014583587646 (2.497426426410675) | > loss_disc_real_0: 0.11577971279621124 (0.09465938657522202) | > loss_disc_real_1: 0.16702012717723846 (0.1642463929951191) | > loss_disc_real_2: 0.24735379219055176 (0.2151834111660719) | > loss_disc_real_3: 0.2564857006072998 (0.23318023681640626) | > loss_disc_real_4: 0.20685531198978424 (0.17505641728639604) | > loss_disc_real_5: 0.3492608368396759 (0.25226802490651606) | > loss_0: 2.5483014583587646 (2.497426426410675) | > loss_gen: 2.2705276012420654 (2.0325287997722623) | > loss_kl: 2.345057249069214 (2.995487236976624) | > loss_feat: 5.527762413024902 (6.876910090446472) | > loss_mel: 19.235803604125977 (17.91468048095703) | > loss_duration: 2.3609447479248047 (2.372110199928284) | > loss_1: 31.740095138549805 (32.19171676635742)  --> STEP: 21 | > loss_disc: 2.545732021331787 (2.4997266928354898) | > loss_disc_real_0: 0.0631350576877594 (0.09315822805677142) | > loss_disc_real_1: 0.11659634858369827 (0.1619773432612419) | > loss_disc_real_2: 0.2439432591199875 (0.21655292773530596) | > loss_disc_real_3: 0.23328782618045807 (0.23318536011945634) | > loss_disc_real_4: 0.15470002591609955 (0.1740870653163819) | > loss_disc_real_5: 0.19688789546489716 (0.2496308758854866) | > loss_0: 2.545732021331787 (2.4997266928354898) | > loss_gen: 1.7749828100204468 (2.020264705022176) | > loss_kl: 2.258312463760376 (2.960383676347279) | > loss_feat: 5.991269588470459 (6.834736733209519) | > loss_mel: 15.745914459228516 (17.811405908493768) | > loss_duration: 2.205122232437134 (2.3641583919525146) | > loss_1: 27.975601196289062 (31.990949358258927)  --> STEP: 22 | > loss_disc: 2.4822380542755127 (2.4989317547191274) | > loss_disc_real_0: 0.07139690220355988 (0.09216907688162544) | > loss_disc_real_1: 0.12358525395393372 (0.1602322482927279) | > loss_disc_real_2: 0.1438053548336029 (0.21324621987613765) | > loss_disc_real_3: 0.21970680356025696 (0.23257269845767456) | > loss_disc_real_4: 0.14590628445148468 (0.17280612073161386) | > loss_disc_real_5: 0.24391783773899078 (0.24937119233337315) | > loss_0: 2.4822380542755127 (2.4989317547191274) | > loss_gen: 1.8002041578292847 (2.0102619528770442) | > loss_kl: 2.2202847003936768 (2.926742813803933) | > loss_feat: 7.344338893890381 (6.857900467785922) | > loss_mel: 18.6114444732666 (17.847771297801625) | > loss_duration: 2.223811626434326 (2.3577789935198696) | > loss_1: 32.20008087158203 (32.00045533613725)  --> STEP: 23 | > loss_disc: 2.597191095352173 (2.5032038999640425) | > loss_disc_real_0: 0.08302779495716095 (0.09177162984143132) | > loss_disc_real_1: 0.18833774328231812 (0.16145422633575354) | > loss_disc_real_2: 0.27945441007614136 (0.2161248368413552) | > loss_disc_real_3: 0.28722724318504333 (0.23494898301103842) | > loss_disc_real_4: 0.16559258103370667 (0.17249248857083527) | > loss_disc_real_5: 0.24298642575740814 (0.24909359378659207) | > loss_0: 2.597191095352173 (2.5032038999640425) | > loss_gen: 2.0425238609313965 (2.0116646445315816) | > loss_kl: 2.0798895359039307 (2.8899231060691504) | > loss_feat: 6.613922119140625 (6.847292713496996) | > loss_mel: 16.612201690673828 (17.794050880100418) | > loss_duration: 2.316459894180298 (2.355982510939888) | > loss_1: 29.664997100830078 (31.89891367373259)  --> STEP: 24 | > loss_disc: 2.614074230194092 (2.507823497056961) | > loss_disc_real_0: 0.09232710301876068 (0.09179477455715339) | > loss_disc_real_1: 0.08789853006601334 (0.1583894056578477) | > loss_disc_real_2: 0.18804581463336945 (0.21495487758268914) | > loss_disc_real_3: 0.22519223392009735 (0.23454245179891586) | > loss_disc_real_4: 0.20613186061382294 (0.17389412907262644) | > loss_disc_real_5: 0.2972169816493988 (0.25109873494754237) | > loss_0: 2.614074230194092 (2.507823497056961) | > loss_gen: 1.8282864093780518 (2.004023884733518) | > loss_kl: 2.27233624458313 (2.864190320173899) | > loss_feat: 6.258784770965576 (6.8227715492248535) | > loss_mel: 15.745150566101074 (17.70868003368378) | > loss_duration: 2.4166030883789062 (2.358508368333181) | > loss_1: 28.521162033081055 (31.758174022038776)  --> STEP: 25 | > loss_disc: 2.826659917831421 (2.5205769538879395) | > loss_disc_real_0: 0.07932695001363754 (0.09129606157541276) | > loss_disc_real_1: 0.21947698295116425 (0.1608329087495804) | > loss_disc_real_2: 0.22355452179908752 (0.21529886335134507) | > loss_disc_real_3: 0.20906759798526764 (0.23352345764636995) | > loss_disc_real_4: 0.13956524431705475 (0.17252097368240357) | > loss_disc_real_5: 0.221510648727417 (0.24991521149873733) | > loss_0: 2.826659917831421 (2.5205769538879395) | > loss_gen: 1.6070045232772827 (1.9881431102752685) | > loss_kl: 2.800475597381592 (2.861641731262207) | > loss_feat: 6.047685146331787 (6.79176809310913) | > loss_mel: 14.57260799407959 (17.583237152099613) | > loss_duration: 2.3942790031433105 (2.359939193725586) | > loss_1: 27.42205238342285 (31.58472915649414)  --> STEP: 26 | > loss_disc: 2.987212657928467 (2.538524480966421) | > loss_disc_real_0: 0.1310727298259735 (0.09282593343120354) | > loss_disc_real_1: 0.10382851213216782 (0.158640431956603) | > loss_disc_real_2: 0.21847890317440033 (0.21542117257530874) | > loss_disc_real_3: 0.16122004389762878 (0.2307425571175722) | > loss_disc_real_4: 0.06071122735738754 (0.1682205988237491) | > loss_disc_real_5: 0.20782005786895752 (0.2482961671283612) | > loss_0: 2.987212657928467 (2.538524480966421) | > loss_gen: 1.3256498575210571 (1.9626626005539527) | > loss_kl: 2.2685458660125732 (2.838830351829529) | > loss_feat: 10.442359924316406 (6.932175471232488) | > loss_mel: 19.535261154174805 (17.658314998333275) | > loss_duration: 2.311018943786621 (2.3580576456510105) | > loss_1: 35.882835388183594 (31.750040934636043) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023718705544104944 (-0.00014907580155592735) | > avg_loss_disc: 2.538524480966421 (+0.11725149704859739) | > avg_loss_disc_real_0: 0.09282593343120354 (-0.01987188954192859) | > avg_loss_disc_real_1: 0.158640431956603 (-0.03931035588567072) | > avg_loss_disc_real_2: 0.21542117257530874 (+0.028629005528413354) | > avg_loss_disc_real_3: 0.2307425571175722 (-0.015595770226075112) | > avg_loss_disc_real_4: 0.1682205988237491 (-0.056061061242452054) | > avg_loss_disc_real_5: 0.2482961671283612 (+0.007613674092751294) | > avg_loss_0: 2.538524480966421 (+0.11725149704859739) | > avg_loss_gen: 1.9626626005539527 (-0.2729782278721151) | > avg_loss_kl: 2.838830351829529 (+0.08963651840503406) | > avg_loss_feat: 6.932175471232488 (-0.09641214517446617) | > avg_loss_mel: 17.658314998333275 (-0.08478729541485563) | > avg_loss_duration: 2.3580576456510105 (+0.02338977043445345) | > avg_loss_1: 31.750040934636043 (-0.341151164128231)  > EPOCH: 573/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:25:50)   --> TIME: 2024-06-11 16:25:55 -- STEP: 9/330 -- GLOBAL_STEP: 277100 | > loss_disc: 2.388972282409668 (2.3245228661431208) | > loss_disc_real_0: 0.06752032041549683 (0.10912480370865928) | > loss_disc_real_1: 0.1507740467786789 (0.20387767752011618) | > loss_disc_real_2: 0.20014457404613495 (0.19835385349061754) | > loss_disc_real_3: 0.2235608696937561 (0.22565705080827078) | > loss_disc_real_4: 0.27399560809135437 (0.22013993561267853) | > loss_disc_real_5: 0.22391679883003235 (0.22913063400321537) | > loss_0: 2.388972282409668 (2.3245228661431208) | > grad_norm_0: tensor(5.1453, device='cuda:0') (tensor(7.3515, device='cuda:0')) | > loss_gen: 2.3424906730651855 (2.488240639368693) | > loss_kl: 1.4920849800109863 (1.884886556201511) | > loss_feat: 7.103555679321289 (6.896743986341688) | > loss_mel: 18.45955467224121 (18.180448955959744) | > loss_duration: 2.112630605697632 (2.1445954375796847) | > loss_1: 31.510316848754883 (31.594914966159397) | > grad_norm_1: tensor(87.1961, device='cuda:0') (tensor(77.4291, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.3569 (0.4004659917619493) | > loader_time: 0.0027 (0.0032505724165174696)  --> TIME: 2024-06-11 16:26:04 -- STEP: 34/330 -- GLOBAL_STEP: 277125 | > loss_disc: 2.34726619720459 (2.3240885243696323) | > loss_disc_real_0: 0.12999707460403442 (0.11156182385542814) | > loss_disc_real_1: 0.1926863193511963 (0.20296615055378744) | > loss_disc_real_2: 0.19985546171665192 (0.20540131979128895) | > loss_disc_real_3: 0.22252888977527618 (0.22634101176963134) | > loss_disc_real_4: 0.2245536595582962 (0.2246352758477716) | > loss_disc_real_5: 0.2258259803056717 (0.21931030206820545) | > loss_0: 2.34726619720459 (2.3240885243696323) | > grad_norm_0: tensor(4.8939, device='cuda:0') (tensor(7.2971, device='cuda:0')) | > loss_gen: 2.530522108078003 (2.5003833910998177) | > loss_kl: 2.0562210083007812 (1.9060980537358452) | > loss_feat: 7.030972957611084 (7.031761253581328) | > loss_mel: 17.09284019470215 (17.78322764003978) | > loss_duration: 2.041810989379883 (2.0427442683893084) | > loss_1: 30.75236701965332 (31.264214740079993) | > grad_norm_1: tensor(168.4301, device='cuda:0') (tensor(91.3150, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.3738 (0.3706729762694415) | > loader_time: 0.0033 (0.0033228257123161763)  --> TIME: 2024-06-11 16:26:13 -- STEP: 59/330 -- GLOBAL_STEP: 277150 | > loss_disc: 2.2819106578826904 (2.331425626399153) | > loss_disc_real_0: 0.08239239454269409 (0.11180740013971167) | > loss_disc_real_1: 0.17864520847797394 (0.20074442559379643) | > loss_disc_real_2: 0.22292326390743256 (0.2075447142124176) | > loss_disc_real_3: 0.22138245403766632 (0.22798430439779313) | > loss_disc_real_4: 0.24015837907791138 (0.22679480758763976) | > loss_disc_real_5: 0.25973016023635864 (0.21902287991370184) | > loss_0: 2.2819106578826904 (2.331425626399153) | > grad_norm_0: tensor(13.0730, device='cuda:0') (tensor(9.5811, device='cuda:0')) | > loss_gen: 2.495164632797241 (2.4975769964315124) | > loss_kl: 1.8937565088272095 (1.9035639378984095) | > loss_feat: 7.52093505859375 (7.103500883458024) | > loss_mel: 17.79438018798828 (17.81987775382349) | > loss_duration: 1.9651943445205688 (2.016840841810582) | > loss_1: 31.669431686401367 (31.341360544754288) | > grad_norm_1: tensor(180.5013, device='cuda:0') (tensor(120.7417, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.3601 (0.36815059791176996) | > loader_time: 0.0036 (0.00337074166637356)  --> TIME: 2024-06-11 16:26:23 -- STEP: 84/330 -- GLOBAL_STEP: 277175 | > loss_disc: 2.3866193294525146 (2.338546083087013) | > loss_disc_real_0: 0.09404652565717697 (0.11248040119452136) | > loss_disc_real_1: 0.18160207569599152 (0.19807725399732595) | > loss_disc_real_2: 0.20823049545288086 (0.20772864953393028) | > loss_disc_real_3: 0.2124272584915161 (0.22953491711190768) | > loss_disc_real_4: 0.2295999825000763 (0.2290236900250117) | > loss_disc_real_5: 0.19778819382190704 (0.22079412532704218) | > loss_0: 2.3866193294525146 (2.338546083087013) | > grad_norm_0: tensor(5.2582, device='cuda:0') (tensor(9.7628, device='cuda:0')) | > loss_gen: 2.425659656524658 (2.491778016090392) | > loss_kl: 1.883264422416687 (1.9052026115712666) | > loss_feat: 7.043483257293701 (7.118041129339309) | > loss_mel: 17.477949142456055 (17.75459509804135) | > loss_duration: 2.083073616027832 (2.0086656539213084) | > loss_1: 30.913429260253906 (31.278282506125315) | > grad_norm_1: tensor(142.2895, device='cuda:0') (tensor(118.6858, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.3727 (0.36851230689457487) | > loader_time: 0.0038 (0.003443070820399693)  --> TIME: 2024-06-11 16:26:32 -- STEP: 109/330 -- GLOBAL_STEP: 277200 | > loss_disc: 2.2645444869995117 (2.338926083451018) | > loss_disc_real_0: 0.09092803299427032 (0.1129980489201502) | > loss_disc_real_1: 0.16603942215442657 (0.19685568790370175) | > loss_disc_real_2: 0.22417469322681427 (0.20908644740734625) | > loss_disc_real_3: 0.22388504445552826 (0.22997573975029342) | > loss_disc_real_4: 0.2178814709186554 (0.22921856595288723) | > loss_disc_real_5: 0.22201567888259888 (0.22071775424917903) | > loss_0: 2.2645444869995117 (2.338926083451018) | > grad_norm_0: tensor(21.4931, device='cuda:0') (tensor(11.1239, device='cuda:0')) | > loss_gen: 2.524785041809082 (2.4990044186968308) | > loss_kl: 1.8970580101013184 (1.9080546120984838) | > loss_feat: 7.251628875732422 (7.132340461835948) | > loss_mel: 18.15518569946289 (17.744171720032305) | > loss_duration: 1.9593007564544678 (2.0092056683444106) | > loss_1: 31.787960052490234 (31.292776860228372) | > grad_norm_1: tensor(244.5686, device='cuda:0') (tensor(133.4800, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.3722 (0.3688633616911163) | > loader_time: 0.0038 (0.0035438471977863838)  --> TIME: 2024-06-11 16:26:42 -- STEP: 134/330 -- GLOBAL_STEP: 277225 | > loss_disc: 2.3339099884033203 (2.3434432816149586) | > loss_disc_real_0: 0.16205838322639465 (0.11342405739115245) | > loss_disc_real_1: 0.19184009730815887 (0.19677897954165052) | > loss_disc_real_2: 0.22252996265888214 (0.20993155685823356) | > loss_disc_real_3: 0.20776866376399994 (0.23004948003078574) | > loss_disc_real_4: 0.2038034051656723 (0.22923221383521805) | > loss_disc_real_5: 0.18407903611660004 (0.22116506600113056) | > loss_0: 2.3339099884033203 (2.3434432816149586) | > grad_norm_0: tensor(11.9487, device='cuda:0') (tensor(12.6990, device='cuda:0')) | > loss_gen: 2.405135154724121 (2.4933943748474108) | > loss_kl: 2.0349364280700684 (1.919014481466208) | > loss_feat: 7.244717121124268 (7.109222372966026) | > loss_mel: 17.910043716430664 (17.748548678497777) | > loss_duration: 2.022132396697998 (2.013225794728122) | > loss_1: 31.616966247558594 (31.283405716739484) | > grad_norm_1: tensor(172.2057, device='cuda:0') (tensor(148.2953, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.376 (0.3696829258505978) | > loader_time: 0.0038 (0.003662123608945021)  --> TIME: 2024-06-11 16:26:51 -- STEP: 159/330 -- GLOBAL_STEP: 277250 | > loss_disc: 2.466789722442627 (2.3478189564351015) | > loss_disc_real_0: 0.15139704942703247 (0.11435615889868646) | > loss_disc_real_1: 0.24029867351055145 (0.1972659897504363) | > loss_disc_real_2: 0.20253434777259827 (0.210997573890776) | > loss_disc_real_3: 0.2138044238090515 (0.2306975635155192) | > loss_disc_real_4: 0.20612727105617523 (0.2289027141512565) | > loss_disc_real_5: 0.1981608271598816 (0.2217301240882034) | > loss_0: 2.466789722442627 (2.3478189564351015) | > grad_norm_0: tensor(8.3119, device='cuda:0') (tensor(15.3764, device='cuda:0')) | > loss_gen: 2.3730127811431885 (2.4951161138666498) | > loss_kl: 1.9785900115966797 (1.930566891934137) | > loss_feat: 6.552902698516846 (7.101756038905689) | > loss_mel: 17.321491241455078 (17.732139407463798) | > loss_duration: 2.0272066593170166 (2.015700379257681) | > loss_1: 30.253202438354492 (31.27527887116438) | > grad_norm_1: tensor(294.6086, device='cuda:0') (tensor(169.4163, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.3862 (0.3712499501570218) | > loader_time: 0.0051 (0.003766538212134403)  --> TIME: 2024-06-11 16:27:01 -- STEP: 184/330 -- GLOBAL_STEP: 277275 | > loss_disc: 2.3717637062072754 (2.3465316360411435) | > loss_disc_real_0: 0.08535678684711456 (0.11378866454343432) | > loss_disc_real_1: 0.1965509057044983 (0.1966464039262222) | > loss_disc_real_2: 0.2037581503391266 (0.21103265436123247) | > loss_disc_real_3: 0.28712689876556396 (0.23043574408992476) | > loss_disc_real_4: 0.25978127121925354 (0.22838186132519142) | > loss_disc_real_5: 0.22273503243923187 (0.22237499187821927) | > loss_0: 2.3717637062072754 (2.3465316360411435) | > grad_norm_0: tensor(47.5785, device='cuda:0') (tensor(17.7925, device='cuda:0')) | > loss_gen: 2.6272451877593994 (2.5059736176677356) | > loss_kl: 1.924116849899292 (1.932783618569374) | > loss_feat: 6.930069446563721 (7.097089313942453) | > loss_mel: 16.44306755065918 (17.677695647529937) | > loss_duration: 2.053250789642334 (2.022402762070945) | > loss_1: 29.97774887084961 (31.235945038173508) | > grad_norm_1: tensor(349.1888, device='cuda:0') (tensor(193.9492, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.39 (0.3729841825754748) | > loader_time: 0.0045 (0.003894253917362379)  --> TIME: 2024-06-11 16:27:12 -- STEP: 209/330 -- GLOBAL_STEP: 277300 | > loss_disc: 2.3537652492523193 (2.350606503098774) | > loss_disc_real_0: 0.08638352155685425 (0.11517478083594564) | > loss_disc_real_1: 0.21801221370697021 (0.19701773199168118) | > loss_disc_real_2: 0.23601222038269043 (0.21097453801255478) | > loss_disc_real_3: 0.21562519669532776 (0.2306517893047424) | > loss_disc_real_4: 0.2230304777622223 (0.22904430465264755) | > loss_disc_real_5: 0.1907208412885666 (0.22255548164604955) | > loss_0: 2.3537652492523193 (2.350606503098774) | > grad_norm_0: tensor(33.5184, device='cuda:0') (tensor(20.3584, device='cuda:0')) | > loss_gen: 2.6060357093811035 (2.506274719557692) | > loss_kl: 1.922288179397583 (1.9408946447965632) | > loss_feat: 6.423264026641846 (7.090487461911434) | > loss_mel: 16.733354568481445 (17.621983970751597) | > loss_duration: 2.096041440963745 (2.0296769279041924) | > loss_1: 29.780982971191406 (31.18931777625563) | > grad_norm_1: tensor(439.0399, device='cuda:0') (tensor(215.5648, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.4334 (0.3783576260343124) | > loader_time: 0.0059 (0.004046516555348082)  --> TIME: 2024-06-11 16:27:23 -- STEP: 234/330 -- GLOBAL_STEP: 277325 | > loss_disc: 2.3849751949310303 (2.353594690306573) | > loss_disc_real_0: 0.159643292427063 (0.11655452197942978) | > loss_disc_real_1: 0.2066614180803299 (0.19705910292955545) | > loss_disc_real_2: 0.19671082496643066 (0.21109334086505777) | > loss_disc_real_3: 0.2155277132987976 (0.23030110620535338) | > loss_disc_real_4: 0.24559101462364197 (0.22940098920948485) | > loss_disc_real_5: 0.24088990688323975 (0.22223699767874855) | > loss_0: 2.3849751949310303 (2.353594690306573) | > grad_norm_0: tensor(36.7448, device='cuda:0') (tensor(23.0620, device='cuda:0')) | > loss_gen: 2.4937233924865723 (2.5023793471165177) | > loss_kl: 1.989577293395996 (1.9462369894370055) | > loss_feat: 6.274559020996094 (7.076944905468541) | > loss_mel: 16.34626579284668 (17.579630623515854) | > loss_duration: 2.100041389465332 (2.0381220538392015) | > loss_1: 29.204166412353516 (31.1433139621702) | > grad_norm_1: tensor(176.8962, device='cuda:0') (tensor(231.5627, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.4261 (0.3825066700959818) | > loader_time: 0.0055 (0.004195055391034509)  --> TIME: 2024-06-11 16:27:34 -- STEP: 259/330 -- GLOBAL_STEP: 277350 | > loss_disc: 2.464409351348877 (2.3538474659201714) | > loss_disc_real_0: 0.11902119219303131 (0.11690227572291974) | > loss_disc_real_1: 0.18782582879066467 (0.1973102414930189) | > loss_disc_real_2: 0.18762977421283722 (0.21092988775043414) | > loss_disc_real_3: 0.2612816095352173 (0.23039295302855) | > loss_disc_real_4: 0.22822706401348114 (0.22934791112038158) | > loss_disc_real_5: 0.2305869609117508 (0.22212181559630803) | > loss_0: 2.464409351348877 (2.3538474659201714) | > grad_norm_0: tensor(5.2129, device='cuda:0') (tensor(23.8600, device='cuda:0')) | > loss_gen: 2.272932529449463 (2.499333790370395) | > loss_kl: 2.0551271438598633 (1.951307368554664) | > loss_feat: 7.438553333282471 (7.083504330697667) | > loss_mel: 17.188905715942383 (17.538750600630713) | > loss_duration: 2.1347451210021973 (2.0457426571938053) | > loss_1: 31.09026336669922 (31.11863877874544) | > grad_norm_1: tensor(122.1158, device='cuda:0') (tensor(242.9464, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.4364 (0.38771614604935234) | > loader_time: 0.0059 (0.004400494476082702)  --> TIME: 2024-06-11 16:27:45 -- STEP: 284/330 -- GLOBAL_STEP: 277375 | > loss_disc: 2.2337844371795654 (2.355252105585286) | > loss_disc_real_0: 0.091248519718647 (0.11755570871624309) | > loss_disc_real_1: 0.21438932418823242 (0.19769901147400828) | > loss_disc_real_2: 0.202238067984581 (0.21097517349350622) | > loss_disc_real_3: 0.22241367399692535 (0.23027811928744046) | > loss_disc_real_4: 0.2322116643190384 (0.2293647907044686) | > loss_disc_real_5: 0.24884431064128876 (0.22231883193615454) | > loss_0: 2.2337844371795654 (2.355252105585286) | > grad_norm_0: tensor(52.5594, device='cuda:0') (tensor(24.9051, device='cuda:0')) | > loss_gen: 2.633899211883545 (2.49486044510989) | > loss_kl: 2.033111095428467 (1.9565467628794657) | > loss_feat: 7.621633529663086 (7.0702080541933086) | > loss_mel: 17.31886863708496 (17.493879499569758) | > loss_duration: 2.1690473556518555 (2.055132611536643) | > loss_1: 31.776561737060547 (31.070627434152954) | > grad_norm_1: tensor(617.8135, device='cuda:0') (tensor(254.7154, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.4391 (0.3935901547821475) | > loader_time: 0.0063 (0.004573905132186246)  --> TIME: 2024-06-11 16:27:58 -- STEP: 309/330 -- GLOBAL_STEP: 277400 | > loss_disc: 2.3435559272766113 (2.3569159276277114) | > loss_disc_real_0: 0.15953214466571808 (0.11856748819544091) | > loss_disc_real_1: 0.20323777198791504 (0.19792357554906395) | > loss_disc_real_2: 0.20895050466060638 (0.2111263196541653) | > loss_disc_real_3: 0.23215411603450775 (0.23000139031788291) | > loss_disc_real_4: 0.2421625852584839 (0.2293427593306816) | > loss_disc_real_5: 0.22371582686901093 (0.22169939985553033) | > loss_0: 2.3435559272766113 (2.3569159276277114) | > grad_norm_0: tensor(17.8956, device='cuda:0') (tensor(26.9876, device='cuda:0')) | > loss_gen: 2.707704544067383 (2.4950027550694234) | > loss_kl: 1.9340941905975342 (1.960902692044823) | > loss_feat: 6.614871501922607 (7.075436360627702) | > loss_mel: 16.860572814941406 (17.45101925007349) | > loss_duration: 2.2406997680664062 (2.066786329337308) | > loss_1: 30.357942581176758 (31.04914744232079) | > grad_norm_1: tensor(522.0822, device='cuda:0') (tensor(269.6543, device='cuda:0')) | > current_lr_0: 0.0001861751485706366 | > current_lr_1: 0.0001861751485706366 | > step_time: 0.4932 (0.40019063656384113) | > loader_time: 0.0075 (0.00477707115963439)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7482285499572754 (2.7482285499572754) | > loss_disc_real_0: 0.19280657172203064 (0.19280657172203064) | > loss_disc_real_1: 0.2104092240333557 (0.2104092240333557) | > loss_disc_real_2: 0.2559967041015625 (0.2559967041015625) | > loss_disc_real_3: 0.34949836134910583 (0.34949836134910583) | > loss_disc_real_4: 0.3096979558467865 (0.3096979558467865) | > loss_disc_real_5: 0.33247119188308716 (0.33247119188308716) | > loss_0: 2.7482285499572754 (2.7482285499572754) | > loss_gen: 2.5821807384490967 (2.5821807384490967) | > loss_kl: 2.1648359298706055 (2.1648359298706055) | > loss_feat: 5.221409797668457 (5.221409797668457) | > loss_mel: 15.333510398864746 (15.333510398864746) | > loss_duration: 2.9381558895111084 (2.9381558895111084) | > loss_1: 28.240093231201172 (28.240093231201172)  --> STEP: 1 | > loss_disc: 2.301229953765869 (2.301229953765869) | > loss_disc_real_0: 0.07450714707374573 (0.07450714707374573) | > loss_disc_real_1: 0.16056424379348755 (0.16056424379348755) | > loss_disc_real_2: 0.2156834453344345 (0.2156834453344345) | > loss_disc_real_3: 0.2294592410326004 (0.2294592410326004) | > loss_disc_real_4: 0.21690332889556885 (0.21690332889556885) | > loss_disc_real_5: 0.17608805000782013 (0.17608805000782013) | > loss_0: 2.301229953765869 (2.301229953765869) | > loss_gen: 2.2039241790771484 (2.2039241790771484) | > loss_kl: 2.5309951305389404 (2.5309951305389404) | > loss_feat: 5.9395432472229 (5.9395432472229) | > loss_mel: 18.269941329956055 (18.269941329956055) | > loss_duration: 2.4381022453308105 (2.4381022453308105) | > loss_1: 31.382505416870117 (31.382505416870117)  --> STEP: 2 | > loss_disc: 2.4579110145568848 (2.379570484161377) | > loss_disc_real_0: 0.12233653664588928 (0.0984218418598175) | > loss_disc_real_1: 0.203556627035141 (0.18206043541431427) | > loss_disc_real_2: 0.22297276556491852 (0.2193281054496765) | > loss_disc_real_3: 0.27395281195640564 (0.251706026494503) | > loss_disc_real_4: 0.23107536137104034 (0.2239893451333046) | > loss_disc_real_5: 0.2732625901699066 (0.22467532008886337) | > loss_0: 2.4579110145568848 (2.379570484161377) | > loss_gen: 2.2300000190734863 (2.2169620990753174) | > loss_kl: 2.7409090995788574 (2.635952115058899) | > loss_feat: 6.028048515319824 (5.983795881271362) | > loss_mel: 18.30919647216797 (18.28956890106201) | > loss_duration: 2.485506296157837 (2.4618042707443237) | > loss_1: 31.793659210205078 (31.588082313537598)  --> STEP: 3 | > loss_disc: 2.4156882762908936 (2.3916097482045493) | > loss_disc_real_0: 0.0876932367682457 (0.0948456401626269) | > loss_disc_real_1: 0.1555480659008026 (0.1732229789098104) | > loss_disc_real_2: 0.16366605460643768 (0.20077408850193024) | > loss_disc_real_3: 0.2430487424135208 (0.24882026513417563) | > loss_disc_real_4: 0.18395990133285522 (0.21064619719982147) | > loss_disc_real_5: 0.15999945998191833 (0.20311670005321503) | > loss_0: 2.4156882762908936 (2.3916097482045493) | > loss_gen: 1.9646451473236084 (2.1328564484914145) | > loss_kl: 2.937535524368286 (2.736479918162028) | > loss_feat: 7.036740303039551 (6.334777355194092) | > loss_mel: 18.135194778442383 (18.2381108601888) | > loss_duration: 2.311265230178833 (2.4116245905558267) | > loss_1: 32.385379791259766 (31.853848139444988)  --> STEP: 4 | > loss_disc: 2.6510777473449707 (2.4564767479896545) | > loss_disc_real_0: 0.2025945484638214 (0.12178286723792553) | > loss_disc_real_1: 0.1814752221107483 (0.17528603971004486) | > loss_disc_real_2: 0.2285696119070053 (0.207722969353199) | > loss_disc_real_3: 0.22413890063762665 (0.24264992401003838) | > loss_disc_real_4: 0.21708035469055176 (0.21225473657250404) | > loss_disc_real_5: 0.2165113389492035 (0.20646535977721214) | > loss_0: 2.6510777473449707 (2.4564767479896545) | > loss_gen: 2.175565242767334 (2.1435336470603943) | > loss_kl: 4.0889177322387695 (3.0745893716812134) | > loss_feat: 7.61604642868042 (6.655094623565674) | > loss_mel: 17.396228790283203 (18.027640342712402) | > loss_duration: 2.3993260860443115 (2.408549964427948) | > loss_1: 33.676082611083984 (32.309406757354736)  --> STEP: 5 | > loss_disc: 2.425403118133545 (2.450262022018433) | > loss_disc_real_0: 0.16994917392730713 (0.13141612857580184) | > loss_disc_real_1: 0.1665942519903183 (0.17354768216609956) | > loss_disc_real_2: 0.1920972466468811 (0.20459782481193542) | > loss_disc_real_3: 0.25266873836517334 (0.24465368688106537) | > loss_disc_real_4: 0.2560012638568878 (0.2210040420293808) | > loss_disc_real_5: 0.24945588409900665 (0.21506346464157106) | > loss_0: 2.425403118133545 (2.450262022018433) | > loss_gen: 2.6249215602874756 (2.2398112297058104) | > loss_kl: 2.2337448596954346 (2.9064204692840576) | > loss_feat: 7.026761054992676 (6.729427909851074) | > loss_mel: 18.834531784057617 (18.189018630981444) | > loss_duration: 2.423591136932373 (2.411558198928833) | > loss_1: 33.143550872802734 (32.47623558044434)  --> STEP: 6 | > loss_disc: 2.5569183826446533 (2.4680380821228027) | > loss_disc_real_0: 0.12024059891700745 (0.1295535402993361) | > loss_disc_real_1: 0.1567283570766449 (0.17074446131785712) | > loss_disc_real_2: 0.18090568482875824 (0.20064913481473923) | > loss_disc_real_3: 0.3345397412776947 (0.25963469594717026) | > loss_disc_real_4: 0.24009959399700165 (0.22418663402398428) | > loss_disc_real_5: 0.3136070966720581 (0.23148740331331888) | > loss_0: 2.5569183826446533 (2.4680380821228027) | > loss_gen: 2.1771981716156006 (2.229375720024109) | > loss_kl: 2.5120790004730225 (2.8406968911488852) | > loss_feat: 5.215548038482666 (6.47711459795634) | > loss_mel: 18.31590461730957 (18.210166295369465) | > loss_duration: 2.2204842567443848 (2.379712541898092) | > loss_1: 30.441213607788086 (32.1370652516683)  --> STEP: 7 | > loss_disc: 2.5834662914276123 (2.484527826309204) | > loss_disc_real_0: 0.07012884318828583 (0.12106429785490036) | > loss_disc_real_1: 0.14856161177158356 (0.1675754828112466) | > loss_disc_real_2: 0.19192299246788025 (0.19940254305090224) | > loss_disc_real_3: 0.2912731170654297 (0.2641544703926359) | > loss_disc_real_4: 0.26705315709114075 (0.23031042303357804) | > loss_disc_real_5: 0.25145450234413147 (0.2343398460320064) | > loss_0: 2.5834662914276123 (2.484527826309204) | > loss_gen: 1.99066162109375 (2.1952737058912004) | > loss_kl: 3.6407673358917236 (2.9549926689692905) | > loss_feat: 5.087912559509277 (6.278657163892474) | > loss_mel: 17.574689865112305 (18.11938394818987) | > loss_duration: 2.5526671409606934 (2.4044203417641774) | > loss_1: 30.846698760986328 (31.95272718157087)  --> STEP: 8 | > loss_disc: 2.2846555709838867 (2.4595437943935394) | > loss_disc_real_0: 0.14975836873054504 (0.12465105671435595) | > loss_disc_real_1: 0.14459778368473053 (0.1647032704204321) | > loss_disc_real_2: 0.14705367386341095 (0.19285893440246582) | > loss_disc_real_3: 0.3000544309616089 (0.2686419654637575) | > loss_disc_real_4: 0.13359986245632172 (0.218221602961421) | > loss_disc_real_5: 0.13234445452690125 (0.22159042209386826) | > loss_0: 2.2846555709838867 (2.4595437943935394) | > loss_gen: 2.156466007232666 (2.1904227435588837) | > loss_kl: 3.1082217693328857 (2.97414630651474) | > loss_feat: 10.424437522888184 (6.796879708766937) | > loss_mel: 19.215848922729492 (18.256442070007324) | > loss_duration: 2.2756619453430176 (2.3883255422115326) | > loss_1: 37.18063735961914 (32.606215953826904)  --> STEP: 9 | > loss_disc: 2.345290422439575 (2.4468489752875433) | > loss_disc_real_0: 0.11775343865156174 (0.1238846547073788) | > loss_disc_real_1: 0.1459592580795288 (0.16262060238255394) | > loss_disc_real_2: 0.2397357076406479 (0.19806746476226383) | > loss_disc_real_3: 0.21942026913166046 (0.2631728880935245) | > loss_disc_real_4: 0.19313304126262665 (0.2154339849948883) | > loss_disc_real_5: 0.25707516074180603 (0.225533170832528) | > loss_0: 2.345290422439575 (2.4468489752875433) | > loss_gen: 2.6367979049682617 (2.2400199837154813) | > loss_kl: 2.7720398902893066 (2.9516900380452475) | > loss_feat: 12.211195945739746 (7.398470401763916) | > loss_mel: 19.1708984375 (18.358048333062065) | > loss_duration: 2.2123327255249023 (2.368770784801907) | > loss_1: 39.00326919555664 (33.31699964735243)  --> STEP: 10 | > loss_disc: 2.5653703212738037 (2.4587011098861695) | > loss_disc_real_0: 0.15820321440696716 (0.12731651067733765) | > loss_disc_real_1: 0.17832176387310028 (0.16419071853160858) | > loss_disc_real_2: 0.20953410863876343 (0.1992141291499138) | > loss_disc_real_3: 0.2831740379333496 (0.265173003077507) | > loss_disc_real_4: 0.24049662053585052 (0.21794024854898453) | > loss_disc_real_5: 0.27190783619880676 (0.23017063736915588) | > loss_0: 2.5653703212738037 (2.4587011098861695) | > loss_gen: 2.2925000190734863 (2.2452679872512817) | > loss_kl: 2.535957098007202 (2.910116744041443) | > loss_feat: 5.717489242553711 (7.230372285842895) | > loss_mel: 15.027165412902832 (18.024960041046143) | > loss_duration: 2.3751533031463623 (2.3694090366363527) | > loss_1: 27.948265075683594 (32.78012619018555)  --> STEP: 11 | > loss_disc: 2.428588390350342 (2.4559635899283667) | > loss_disc_real_0: 0.07708998024463654 (0.122750462456183) | > loss_disc_real_1: 0.1351945847272873 (0.16155470636757938) | > loss_disc_real_2: 0.2316557765007019 (0.20216336981816727) | > loss_disc_real_3: 0.24942544102668762 (0.26374140652743255) | > loss_disc_real_4: 0.20516635477542877 (0.21677898547866128) | > loss_disc_real_5: 0.25063568353652954 (0.2320310961116444) | > loss_0: 2.428588390350342 (2.4559635899283667) | > loss_gen: 2.0159413814544678 (2.224420113997026) | > loss_kl: 3.4892795085906982 (2.9627679044550117) | > loss_feat: 5.402634620666504 (7.064214316281405) | > loss_mel: 17.88640022277832 (18.012363693930887) | > loss_duration: 2.473057746887207 (2.3788316466591577) | > loss_1: 31.267314910888672 (32.64259789206765)  --> STEP: 12 | > loss_disc: 2.4582014083862305 (2.4561500747998553) | > loss_disc_real_0: 0.07730371505022049 (0.11896323350568612) | > loss_disc_real_1: 0.17110049724578857 (0.16235018894076347) | > loss_disc_real_2: 0.22609955072402954 (0.20415805156032243) | > loss_disc_real_3: 0.23444323241710663 (0.2612998920182387) | > loss_disc_real_4: 0.19369667768478394 (0.2148554598291715) | > loss_disc_real_5: 0.21169966459274292 (0.23033681015173593) | > loss_0: 2.4582014083862305 (2.4561500747998553) | > loss_gen: 1.994708776473999 (2.2052775025367737) | > loss_kl: 2.254978895187378 (2.903785487016042) | > loss_feat: 6.8997931480407715 (7.0505125522613525) | > loss_mel: 18.37010955810547 (18.042175849278767) | > loss_duration: 2.2710976600646973 (2.3698538144429526) | > loss_1: 31.790687561035156 (32.571605364481606)  --> STEP: 13 | > loss_disc: 2.8059000968933105 (2.4830539226531982) | > loss_disc_real_0: 0.13042232394218445 (0.11984470200080138) | > loss_disc_real_1: 0.2591243088245392 (0.1697943520087462) | > loss_disc_real_2: 0.22706380486488342 (0.20592003258375022) | > loss_disc_real_3: 0.23552250862121582 (0.25931701637231386) | > loss_disc_real_4: 0.18768025934696198 (0.21276505979207846) | > loss_disc_real_5: 0.16397269070148468 (0.225231877886332) | > loss_0: 2.8059000968933105 (2.4830539226531982) | > loss_gen: 1.88318932056427 (2.180501488538889) | > loss_kl: 2.9025423526763916 (2.9036898612976074) | > loss_feat: 6.053557872772217 (6.973823730762188) | > loss_mel: 17.50452995300293 (18.000818472642166) | > loss_duration: 2.223207712173462 (2.358573345037607) | > loss_1: 30.567028045654297 (32.4174071091872)  --> STEP: 14 | > loss_disc: 2.8317713737487793 (2.507962312017168) | > loss_disc_real_0: 0.2638497054576874 (0.13013077367629325) | > loss_disc_real_1: 0.2229950875043869 (0.17359440454414912) | > loss_disc_real_2: 0.26218295097351074 (0.2099388124687331) | > loss_disc_real_3: 0.23632927238941193 (0.25767503465924946) | > loss_disc_real_4: 0.2521083354949951 (0.2155752937708582) | > loss_disc_real_5: 0.21730585396289825 (0.22466573332037246) | > loss_0: 2.8317713737487793 (2.507962312017168) | > loss_gen: 2.219982147216797 (2.183321535587311) | > loss_kl: 3.32425594329834 (2.9337302957262312) | > loss_feat: 8.177618026733398 (7.059809037617275) | > loss_mel: 18.849828720092773 (18.06146206174578) | > loss_duration: 2.371293067932129 (2.35948189667293) | > loss_1: 34.94297790527344 (32.59780502319337)  --> STEP: 15 | > loss_disc: 2.578429937362671 (2.5126601537068685) | > loss_disc_real_0: 0.11263920366764069 (0.12896466900904974) | > loss_disc_real_1: 0.2603740394115448 (0.17937971353530885) | > loss_disc_real_2: 0.2216339409351349 (0.21071848769982657) | > loss_disc_real_3: 0.2532441020011902 (0.25737963914871215) | > loss_disc_real_4: 0.15153858065605164 (0.21130617956320444) | > loss_disc_real_5: 0.20285345613956451 (0.22321158150831857) | > loss_0: 2.578429937362671 (2.5126601537068685) | > loss_gen: 2.124342203140259 (2.1793895800908407) | > loss_kl: 3.4982149600982666 (2.971362606684367) | > loss_feat: 7.545962333679199 (7.092219257354737) | > loss_mel: 19.363279342651367 (18.148249880472818) | > loss_duration: 2.345416784286499 (2.3585442225138347) | > loss_1: 34.87721633911133 (32.749765777587896)  --> STEP: 16 | > loss_disc: 2.7391602993011475 (2.526816412806511) | > loss_disc_real_0: 0.14562751352787018 (0.130006096791476) | > loss_disc_real_1: 0.22809290885925293 (0.18242428824305534) | > loss_disc_real_2: 0.19250118732452393 (0.20957990642637014) | > loss_disc_real_3: 0.30886930227279663 (0.26059774309396744) | > loss_disc_real_4: 0.20917479693889618 (0.21117296814918518) | > loss_disc_real_5: 0.23626609146595 (0.22402748838067055) | > loss_0: 2.7391602993011475 (2.526816412806511) | > loss_gen: 1.9881136417388916 (2.167434833943844) | > loss_kl: 2.7450594902038574 (2.957218661904335) | > loss_feat: 6.808084011077881 (7.074460804462433) | > loss_mel: 16.51075553894043 (18.045906484127045) | > loss_duration: 2.4143152236938477 (2.3620299100875854) | > loss_1: 30.466327667236328 (32.607050895690925)  --> STEP: 17 | > loss_disc: 2.374098300933838 (2.5178329944610596) | > loss_disc_real_0: 0.11285993456840515 (0.12899749901364832) | > loss_disc_real_1: 0.15697109699249268 (0.1809270416989046) | > loss_disc_real_2: 0.28787219524383545 (0.2141853351803387) | > loss_disc_real_3: 0.1813291758298874 (0.2559348861960804) | > loss_disc_real_4: 0.20733126997947693 (0.21094698590390823) | > loss_disc_real_5: 0.1987152397632599 (0.2225385325796464) | > loss_0: 2.374098300933838 (2.5178329944610596) | > loss_gen: 2.194591999053955 (2.1690323142444385) | > loss_kl: 2.313246965408325 (2.919337973875158) | > loss_feat: 6.375704765319824 (7.033357508042279) | > loss_mel: 17.883337020874023 (18.036343574523926) | > loss_duration: 2.483314275741577 (2.3691642845378205) | > loss_1: 31.250194549560547 (32.52723581650679)  --> STEP: 18 | > loss_disc: 2.922060012817383 (2.540290051036411) | > loss_disc_real_0: 0.10941115021705627 (0.12790936852494875) | > loss_disc_real_1: 0.11722054332494736 (0.1773877917892403) | > loss_disc_real_2: 0.221243217587471 (0.2145774397585127) | > loss_disc_real_3: 0.15207986533641815 (0.250165162814988) | > loss_disc_real_4: 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(18.0941433429718) | > loss_duration: 2.298708438873291 (2.359610939025879) | > loss_1: 32.87529373168945 (32.72282238006593)  --> STEP: 21 | > loss_disc: 2.6269681453704834 (2.5415313811529243) | > loss_disc_real_0: 0.0665169507265091 (0.1274907599602427) | > loss_disc_real_1: 0.14996756613254547 (0.17399627360559644) | > loss_disc_real_2: 0.15866690874099731 (0.21145606963407426) | > loss_disc_real_3: 0.25708451867103577 (0.25045008602596464) | > loss_disc_real_4: 0.19023579359054565 (0.20594640572865805) | > loss_disc_real_5: 0.2669275999069214 (0.22212929810796464) | > loss_0: 2.6269681453704834 (2.5415313811529243) | > loss_gen: 1.8252010345458984 (2.1451527447927567) | > loss_kl: 2.3614213466644287 (2.7884892849695113) | > loss_feat: 5.489140033721924 (7.211935179574149) | > loss_mel: 16.594932556152344 (18.022752353123256) | > loss_duration: 2.1628129482269287 (2.3502396061306907) | > loss_1: 28.433507919311523 (32.518569310506194)  --> STEP: 22 | > loss_disc: 2.2490272521972656 (2.528235738927667) | > loss_disc_real_0: 0.10333588719367981 (0.1263928111981262) | > loss_disc_real_1: 0.20855414867401123 (0.17556708610870622) | > loss_disc_real_2: 0.20463711023330688 (0.21114611693403937) | > loss_disc_real_3: 0.20389153063297272 (0.2483337880535559) | > loss_disc_real_4: 0.17708148062229156 (0.20463436367836865) | > loss_disc_real_5: 0.18109244108200073 (0.22026398642496628) | > loss_0: 2.2490272521972656 (2.528235738927667) | > loss_gen: 2.303041458129883 (2.1523295044898987) | > loss_kl: 2.3727588653564453 (2.769592447714372) | > loss_feat: 8.099861145019531 (7.252295450730757) | > loss_mel: 18.537235260009766 (18.046137939799916) | > loss_duration: 2.2280569076538086 (2.344685847109014) | > loss_1: 33.54095458984375 (32.5650413686579)  --> STEP: 23 | > loss_disc: 2.803114414215088 (2.540186985679294) | > loss_disc_real_0: 0.2142677903175354 (0.13021346246418747) | > loss_disc_real_1: 0.2068561166524887 (0.17692747874104459) | > loss_disc_real_2: 0.21106450259685516 (0.2111425684845966) | > loss_disc_real_3: 0.34595954418182373 (0.2525783861460893) | > loss_disc_real_4: 0.19341227412223816 (0.2041464467411456) | > loss_disc_real_5: 0.24015794694423676 (0.22112894123015198) | > loss_0: 2.803114414215088 (2.540186985679294) | > loss_gen: 2.035555124282837 (2.147252357524374) | > loss_kl: 2.0986530780792236 (2.7404211707737134) | > loss_feat: 5.928572177886963 (7.19474226495494) | > loss_mel: 16.269529342651367 (17.96889408774998) | > loss_duration: 2.264958143234253 (2.341219425201416) | > loss_1: 28.597267150878906 (32.39252944614577)  --> STEP: 24 | > loss_disc: 2.6879818439483643 (2.5463451047738386) | > loss_disc_real_0: 0.23343303799629211 (0.1345142781113585) | > loss_disc_real_1: 0.19034256041049957 (0.17748644047727188) | > loss_disc_real_2: 0.23973555862903595 (0.21233394307394823) | > loss_disc_real_3: 0.3333721458911896 (0.25594479280213517) | > loss_disc_real_4: 0.29965564608573914 (0.208125996713837) | > loss_disc_real_5: 0.2910258173942566 (0.224041311070323) | > loss_0: 2.6879818439483643 (2.5463451047738386) | > loss_gen: 2.3416054248809814 (2.155350401997566) | > loss_kl: 2.7677249908447266 (2.741558829943339) | > loss_feat: 7.398430347442627 (7.203229268391927) | > loss_mel: 17.129878997802734 (17.933935125668846) | > loss_duration: 2.4194750785827637 (2.3444800774256387) | > loss_1: 32.05711364746094 (32.37855378786724)  --> STEP: 25 | > loss_disc: 2.65225887298584 (2.550581655502319) | > loss_disc_real_0: 0.1649647057056427 (0.13573229521512986) | > loss_disc_real_1: 0.19352515041828156 (0.17812798887491227) | > loss_disc_real_2: 0.16338692605495453 (0.21037606239318848) | > loss_disc_real_3: 0.26163798570632935 (0.2561725205183029) | > loss_disc_real_4: 0.22871215641498566 (0.20894944310188293) | > loss_disc_real_5: 0.2458876669406891 (0.22491516530513764) | > loss_0: 2.65225887298584 (2.550581655502319) | > loss_gen: 2.0471863746643066 (2.1510238409042355) | > loss_kl: 2.808675765991211 (2.744243507385254) | > loss_feat: 6.530503749847412 (7.176320247650146) | > loss_mel: 15.555700302124023 (17.838805732727053) | > loss_duration: 2.39170241355896 (2.3463689708709716) | > loss_1: 29.333768844604492 (32.25676239013673)  --> STEP: 26 | > loss_disc: 2.474775791168213 (2.5476660453356224) | > loss_disc_real_0: 0.2226334512233734 (0.13907464736929306) | > loss_disc_real_1: 0.1576024442911148 (0.1773385448524585) | > loss_disc_real_2: 0.19660800695419312 (0.20984652179938096) | > loss_disc_real_3: 0.14446736872196198 (0.251876168526136) | > loss_disc_real_4: 0.21007998287677765 (0.20899292540091735) | > loss_disc_real_5: 0.11655345559120178 (0.22074740723921701) | > loss_0: 2.474775791168213 (2.5476660453356224) | > loss_gen: 2.131021738052368 (2.150254529256087) | > loss_kl: 2.652488946914673 (2.740714485828693) | > loss_feat: 7.919365406036377 (7.2048989075880785) | > loss_mel: 19.058837890625 (17.88573004649236) | > loss_duration: 2.2811410427093506 (2.343860204403217) | > loss_1: 34.04285430908203 (32.32545823317309) --> EVAL PERFORMANCE | > avg_loader_time: 0.00259099556849553 (+0.0002191250140850358) | > avg_loss_disc: 2.5476660453356224 (+0.009141564369201216) | > avg_loss_disc_real_0: 0.13907464736929306 (+0.04624871393808952) | > avg_loss_disc_real_1: 0.1773385448524585 (+0.018698112895855518) | > avg_loss_disc_real_2: 0.20984652179938096 (-0.005574650775927781) | > avg_loss_disc_real_3: 0.251876168526136 (+0.02113361140856379) | > avg_loss_disc_real_4: 0.20899292540091735 (+0.040772326577168255) | > avg_loss_disc_real_5: 0.22074740723921701 (-0.02754875988914418) | > avg_loss_0: 2.5476660453356224 (+0.009141564369201216) | > avg_loss_gen: 2.150254529256087 (+0.18759192870213415) | > avg_loss_kl: 2.740714485828693 (-0.09811586600083588) | > avg_loss_feat: 7.2048989075880785 (+0.2727234363555908) | > avg_loss_mel: 17.88573004649236 (+0.22741504815908442) | > avg_loss_duration: 2.343860204403217 (-0.014197441247793652) | > avg_loss_1: 32.32545823317309 (+0.5754172985370438)  > EPOCH: 574/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:28:28)   --> TIME: 2024-06-11 16:28:31 -- STEP: 4/330 -- GLOBAL_STEP: 277425 | > loss_disc: 2.4049692153930664 (2.349646806716919) | > loss_disc_real_0: 0.12115606665611267 (0.09037055633962154) | > loss_disc_real_1: 0.22442211210727692 (0.1977793276309967) | > loss_disc_real_2: 0.24231508374214172 (0.2253248542547226) | > loss_disc_real_3: 0.22094814479351044 (0.21992085129022598) | > loss_disc_real_4: 0.21429160237312317 (0.20518089830875397) | > loss_disc_real_5: 0.22234007716178894 (0.23052158579230309) | > loss_0: 2.4049692153930664 (2.349646806716919) | > grad_norm_0: tensor(17.1853, device='cuda:0') (tensor(10.0078, device='cuda:0')) | > loss_gen: 2.5414528846740723 (2.511822521686554) | > loss_kl: 2.1539289951324463 (1.9172969162464142) | > loss_feat: 7.066068172454834 (7.181462645530701) | > loss_mel: 17.900503158569336 (18.210505485534668) | > loss_duration: 2.1150150299072266 (2.15578693151474) | > loss_1: 31.776968002319336 (31.97687339782715) | > grad_norm_1: tensor(149.1583, device='cuda:0') (tensor(98.8102, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3578 (0.4037320613861084) | > loader_time: 0.0038 (0.0036202669143676758)  --> TIME: 2024-06-11 16:28:40 -- STEP: 29/330 -- GLOBAL_STEP: 277450 | > loss_disc: 2.3058722019195557 (2.3165472869215336) | > loss_disc_real_0: 0.08565573394298553 (0.10039290066423087) | > loss_disc_real_1: 0.17641212046146393 (0.19683649108327672) | > loss_disc_real_2: 0.23961065709590912 (0.2150267886704412) | > loss_disc_real_3: 0.2156444489955902 (0.2234957413426761) | > loss_disc_real_4: 0.23178206384181976 (0.22732642138826437) | > loss_disc_real_5: 0.20776261389255524 (0.21915497553759608) | > loss_0: 2.3058722019195557 (2.3165472869215336) | > grad_norm_0: tensor(9.2385, device='cuda:0') (tensor(8.7743, device='cuda:0')) | > loss_gen: 2.4571566581726074 (2.532754602103398) | > loss_kl: 1.7683840990066528 (1.8899749517440796) | > loss_feat: 6.820136070251465 (7.0441651015446105) | > loss_mel: 18.044593811035156 (17.883432125223095) | > loss_duration: 1.9934505224227905 (2.0374368716930524) | > loss_1: 31.083721160888672 (31.38776364819757) | > grad_norm_1: tensor(91.6144, device='cuda:0') (tensor(96.3710, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3576 (0.36962609455503265) | > loader_time: 0.0031 (0.003398303327889278)  --> TIME: 2024-06-11 16:28:50 -- STEP: 54/330 -- GLOBAL_STEP: 277475 | > loss_disc: 2.358154058456421 (2.3435134931846897) | > loss_disc_real_0: 0.10424713045358658 (0.10631431832357689) | > loss_disc_real_1: 0.171646848320961 (0.19830506156992028) | > loss_disc_real_2: 0.22552378475666046 (0.2150139069115674) | > loss_disc_real_3: 0.2230372577905655 (0.22577718396981558) | > loss_disc_real_4: 0.22020725905895233 (0.23031903389427397) | > loss_disc_real_5: 0.21082033216953278 (0.22093138567827367) | > loss_0: 2.358154058456421 (2.3435134931846897) | > grad_norm_0: tensor(5.5325, device='cuda:0') (tensor(8.3856, device='cuda:0')) | > loss_gen: 2.421987295150757 (2.5152141209001893) | > loss_kl: 1.9069830179214478 (1.902458369731903) | > loss_feat: 7.3338165283203125 (7.064629289839003) | > loss_mel: 18.210206985473633 (17.8575808207194) | > loss_duration: 1.9835635423660278 (2.0149752431445656) | > loss_1: 31.85655975341797 (31.354857939260977) | > grad_norm_1: tensor(170.8019, device='cuda:0') (tensor(91.8581, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3613 (0.36815363389474376) | > loader_time: 0.0036 (0.0034384065204196507)  --> TIME: 2024-06-11 16:28:59 -- STEP: 79/330 -- GLOBAL_STEP: 277500 | > loss_disc: 2.3627591133117676 (2.3417477849163584) | > loss_disc_real_0: 0.15781542658805847 (0.10947456258007243) | > loss_disc_real_1: 0.23396077752113342 (0.19696832250190688) | > loss_disc_real_2: 0.22601079940795898 (0.21332662731786317) | > loss_disc_real_3: 0.22094033658504486 (0.226091196454024) | > loss_disc_real_4: 0.23766033351421356 (0.23021251170695584) | > loss_disc_real_5: 0.22866317629814148 (0.2214164575443992) | > loss_0: 2.3627591133117676 (2.3417477849163584) | > grad_norm_0: tensor(6.5811, device='cuda:0') (tensor(8.3500, device='cuda:0')) | > loss_gen: 2.5384750366210938 (2.509992321835289) | > loss_kl: 1.7901207208633423 (1.9204697774935373) | > loss_feat: 7.169467926025391 (7.073514618451083) | > loss_mel: 17.118350982666016 (17.811756496188) | > loss_duration: 1.9450255632400513 (2.006648916232435) | > loss_1: 30.56144142150879 (31.322382238846792) | > grad_norm_1: tensor(52.6441, device='cuda:0') (tensor(87.4716, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3629 (0.36809174018570134) | > loader_time: 0.0036 (0.0035524881338771385) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_277500.pth  --> TIME: 2024-06-11 16:29:13 -- STEP: 104/330 -- GLOBAL_STEP: 277525 | > loss_disc: 2.2336723804473877 (2.340567024854513) | > loss_disc_real_0: 0.13812890648841858 (0.11112715024501085) | > loss_disc_real_1: 0.19637733697891235 (0.1969911246918715) | > loss_disc_real_2: 0.22701595723628998 (0.2115969584824947) | > loss_disc_real_3: 0.22424063086509705 (0.22610202059149742) | > loss_disc_real_4: 0.23910176753997803 (0.2304787879379896) | > loss_disc_real_5: 0.2244347631931305 (0.22073626102736363) | > loss_0: 2.2336723804473877 (2.340567024854513) | > grad_norm_0: tensor(10.2791, device='cuda:0') (tensor(8.3733, device='cuda:0')) | > loss_gen: 2.7449088096618652 (2.505908920214728) | > loss_kl: 1.8629876375198364 (1.9310686083940358) | > loss_feat: 7.148575782775879 (7.046731531620026) | > loss_mel: 17.553186416625977 (17.757287153830887) | > loss_duration: 2.0509777069091797 (2.008349227217527) | > loss_1: 31.360637664794922 (31.24934543096102) | > grad_norm_1: tensor(129.3890, device='cuda:0') (tensor(87.4155, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3617 (0.36873610890828645) | > loader_time: 0.0038 (0.003620681854394766)  --> TIME: 2024-06-11 16:29:22 -- STEP: 129/330 -- GLOBAL_STEP: 277550 | > loss_disc: 2.279726266860962 (2.3477176326189855) | > loss_disc_real_0: 0.07043580710887909 (0.11199385453333226) | > loss_disc_real_1: 0.1466517448425293 (0.19644934990147286) | > loss_disc_real_2: 0.20926617085933685 (0.21225594076537346) | > loss_disc_real_3: 0.2249961942434311 (0.22824621558651442) | > loss_disc_real_4: 0.20747092366218567 (0.22907463755718496) | > loss_disc_real_5: 0.22398202121257782 (0.2221957210653512) | > loss_0: 2.279726266860962 (2.3477176326189855) | > grad_norm_0: tensor(18.9591, device='cuda:0') (tensor(9.0801, device='cuda:0')) | > loss_gen: 2.4364044666290283 (2.4943383553231424) | > loss_kl: 1.7963067293167114 (1.9346135734587677) | > loss_feat: 6.496220111846924 (7.048125023065611) | > loss_mel: 17.911418914794922 (17.77264889266139) | > loss_duration: 1.9904792308807373 (2.0108251100362726) | > loss_1: 30.630828857421875 (31.260550846425136) | > grad_norm_1: tensor(177.3914, device='cuda:0') (tensor(93.8854, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3755 (0.3699858687644781) | > loader_time: 0.0049 (0.003755970518718394)  --> TIME: 2024-06-11 16:29:32 -- STEP: 154/330 -- GLOBAL_STEP: 277575 | > loss_disc: 2.3257412910461426 (2.353110293289284) | > loss_disc_real_0: 0.12021740525960922 (0.11411316136454606) | > loss_disc_real_1: 0.2128569781780243 (0.19713545445497938) | > loss_disc_real_2: 0.18555499613285065 (0.21216033940965479) | > loss_disc_real_3: 0.20678697526454926 (0.2282661824644386) | > loss_disc_real_4: 0.23898079991340637 (0.23022608652517393) | > loss_disc_real_5: 0.19156816601753235 (0.2222381346411519) | > loss_0: 2.3257412910461426 (2.353110293289284) | > grad_norm_0: tensor(14.7270, device='cuda:0') (tensor(9.6298, device='cuda:0')) | > loss_gen: 2.3866372108459473 (2.4874515997899054) | > loss_kl: 1.9822185039520264 (1.9435832005042535) | > loss_feat: 6.912921905517578 (7.023305722645351) | > loss_mel: 17.01117515563965 (17.719688849015668) | > loss_duration: 2.031449556350708 (2.014118454673073) | > loss_1: 30.32440185546875 (31.18814770587079) | > grad_norm_1: tensor(183.4664, device='cuda:0') (tensor(100.3266, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3733 (0.37057085470719775) | > loader_time: 0.0041 (0.0038664573198789126)  --> TIME: 2024-06-11 16:29:42 -- STEP: 179/330 -- GLOBAL_STEP: 277600 | > loss_disc: 2.3766095638275146 (2.3540681926897786) | > loss_disc_real_0: 0.1508876383304596 (0.11506947587821736) | > loss_disc_real_1: 0.19772891700267792 (0.19714867460994082) | > loss_disc_real_2: 0.21762238442897797 (0.21241023462244918) | > loss_disc_real_3: 0.23287321627140045 (0.22810851237294394) | > loss_disc_real_4: 0.238261416554451 (0.23040187924933833) | > loss_disc_real_5: 0.20279887318611145 (0.22188064763998852) | > loss_0: 2.3766095638275146 (2.3540681926897786) | > grad_norm_0: tensor(12.0117, device='cuda:0') (tensor(9.5067, device='cuda:0')) | > loss_gen: 2.395232677459717 (2.483281940055295) | > loss_kl: 1.9665467739105225 (1.9424007984513012) | > loss_feat: 7.266790390014648 (7.024554332541354) | > loss_mel: 17.317564010620117 (17.686578750610348) | > loss_duration: 2.0679736137390137 (2.0205769871866233) | > loss_1: 31.014108657836914 (31.157392800187264) | > grad_norm_1: tensor(98.9501, device='cuda:0') (tensor(100.2318, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3899 (0.373631827658115) | > loader_time: 0.0043 (0.003986938039683761)  --> TIME: 2024-06-11 16:29:52 -- STEP: 204/330 -- GLOBAL_STEP: 277625 | > loss_disc: 2.365997552871704 (2.3585572382983044) | > loss_disc_real_0: 0.11721880733966827 (0.11598807387053967) | > loss_disc_real_1: 0.16085800528526306 (0.19776777528664646) | > loss_disc_real_2: 0.19688522815704346 (0.2123061670538257) | > loss_disc_real_3: 0.22477616369724274 (0.22858369416173765) | > loss_disc_real_4: 0.23250147700309753 (0.2304046455697686) | > loss_disc_real_5: 0.21259358525276184 (0.22232792453438627) | > loss_0: 2.365997552871704 (2.3585572382983044) | > grad_norm_0: tensor(17.1975, device='cuda:0') (tensor(10.6833, device='cuda:0')) | > loss_gen: 2.4641239643096924 (2.47768871690713) | > loss_kl: 2.133763313293457 (1.947153928233128) | > loss_feat: 7.905394554138184 (7.014204616640129) | > loss_mel: 18.018381118774414 (17.647337034636863) | > loss_duration: 2.0213818550109863 (2.0279063372050996) | > loss_1: 32.54304504394531 (31.114290611416685) | > grad_norm_1: tensor(350.8247, device='cuda:0') (tensor(116.0012, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.4086 (0.3768964141022924) | > loader_time: 0.0047 (0.004098077615102129)  --> TIME: 2024-06-11 16:30:03 -- STEP: 229/330 -- GLOBAL_STEP: 277650 | > loss_disc: 2.340672254562378 (2.356489059706444) | > loss_disc_real_0: 0.06156771630048752 (0.11588881581240866) | > loss_disc_real_1: 0.18292292952537537 (0.19764338505320153) | > loss_disc_real_2: 0.22222191095352173 (0.21205560316425223) | > loss_disc_real_3: 0.2608671486377716 (0.2288751656181427) | > loss_disc_real_4: 0.22552165389060974 (0.23038370230572713) | > loss_disc_real_5: 0.21419423818588257 (0.2221198290846754) | > loss_0: 2.340672254562378 (2.356489059706444) | > grad_norm_0: tensor(10.2374, device='cuda:0') (tensor(12.8557, device='cuda:0')) | > loss_gen: 2.5960781574249268 (2.481681394785255) | > loss_kl: 1.8967955112457275 (1.950925960811465) | > loss_feat: 7.211275100708008 (7.017122214538041) | > loss_mel: 17.480758666992188 (17.608262782534148) | > loss_duration: 2.1262290477752686 (2.0364003754078546) | > loss_1: 31.31113624572754 (31.09439270152796) | > grad_norm_1: tensor(227.5311, device='cuda:0') (tensor(136.4741, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.3988 (0.3805586292233528) | > loader_time: 0.0051 (0.004220738681643288)  --> TIME: 2024-06-11 16:30:13 -- STEP: 254/330 -- GLOBAL_STEP: 277675 | > loss_disc: 2.3185534477233887 (2.3512295174786444) | > loss_disc_real_0: 0.0727316290140152 (0.11482496571353101) | > loss_disc_real_1: 0.21917837858200073 (0.19750399371301094) | > loss_disc_real_2: 0.2556166648864746 (0.2121708812558745) | > loss_disc_real_3: 0.236965611577034 (0.2282241405112537) | > loss_disc_real_4: 0.22834491729736328 (0.22912141322854937) | > loss_disc_real_5: 0.24142566323280334 (0.22161801171115064) | > loss_0: 2.3185534477233887 (2.3512295174786444) | > grad_norm_0: tensor(13.1575, device='cuda:0') (tensor(14.4890, device='cuda:0')) | > loss_gen: 2.748896598815918 (2.498583599338384) | > loss_kl: 2.0492680072784424 (1.951630116447689) | > loss_feat: 7.297214984893799 (7.053160554780735) | > loss_mel: 17.515607833862305 (17.574310032401506) | > loss_duration: 2.082688331604004 (2.0436467579969273) | > loss_1: 31.693675994873047 (31.121331034682868) | > grad_norm_1: tensor(541.3798, device='cuda:0') (tensor(156.1540, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.4284 (0.3845381661662904) | > loader_time: 0.0054 (0.004349345297325313)  --> TIME: 2024-06-11 16:30:25 -- STEP: 279/330 -- GLOBAL_STEP: 277700 | > loss_disc: 2.290538787841797 (2.3592571460218004) | > loss_disc_real_0: 0.09639471024274826 (0.11768190666872969) | > loss_disc_real_1: 0.168831929564476 (0.19769751854694873) | > loss_disc_real_2: 0.21012264490127563 (0.21237873422202244) | > loss_disc_real_3: 0.23606720566749573 (0.22902517704339864) | > loss_disc_real_4: 0.23421712219715118 (0.22967887485540042) | > loss_disc_real_5: 0.20642273128032684 (0.22145290346983085) | > loss_0: 2.290538787841797 (2.3592571460218004) | > grad_norm_0: tensor(38.8697, device='cuda:0') (tensor(17.3206, device='cuda:0')) | > loss_gen: 2.5174388885498047 (2.4968891878709174) | > loss_kl: 2.0392043590545654 (1.9580523916470107) | > loss_feat: 7.79182243347168 (7.04227290614959) | > loss_mel: 17.6833553314209 (17.53147387077305) | > loss_duration: 2.1504526138305664 (2.0530370572134586) | > loss_1: 32.182273864746094 (31.08172538374487) | > grad_norm_1: tensor(493.7823, device='cuda:0') (tensor(178.9073, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.4478 (0.3895675777107156) | > loader_time: 0.0063 (0.004500830045310399)  --> TIME: 2024-06-11 16:30:37 -- STEP: 304/330 -- GLOBAL_STEP: 277725 | > loss_disc: 2.657392740249634 (2.3651306621338204) | > loss_disc_real_0: 0.2405579388141632 (0.11917680587717577) | > loss_disc_real_1: 0.22875380516052246 (0.19843836932590128) | > loss_disc_real_2: 0.19877344369888306 (0.2124219328949326) | > loss_disc_real_3: 0.2289406657218933 (0.2294581564339368) | > loss_disc_real_4: 0.252292662858963 (0.2300212723938258) | > loss_disc_real_5: 0.3249279260635376 (0.22240553139463856) | > loss_0: 2.657392740249634 (2.3651306621338204) | > grad_norm_0: tensor(43.4204, device='cuda:0') (tensor(19.5157, device='cuda:0')) | > loss_gen: 2.5953075885772705 (2.4935401019297174) | > loss_kl: 2.2130300998687744 (1.9640071643026251) | > loss_feat: 8.03696060180664 (7.054282241746002) | > loss_mel: 16.779544830322266 (17.4895144512779) | > loss_duration: 2.2023491859436035 (2.0640829668233267) | > loss_1: 31.827192306518555 (31.06542690176713) | > grad_norm_1: tensor(207.6492, device='cuda:0') (tensor(199.8694, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 0.4777 (0.3958723882311268) | > loader_time: 0.0071 (0.004670901518119009)  --> TIME: 2024-06-11 16:31:05 -- STEP: 329/330 -- GLOBAL_STEP: 277750 | > loss_disc: 2.465012550354004 (2.3678476049544983) | > loss_disc_real_0: 0.20452293753623962 (0.12117710236267479) | > loss_disc_real_1: 0.15816152095794678 (0.19866624442820854) | > loss_disc_real_2: 0.17074598371982574 (0.21278403201182924) | > loss_disc_real_3: 0.21455731987953186 (0.2291351762857843) | > loss_disc_real_4: 0.2573957145214081 (0.2302638955844572) | > loss_disc_real_5: 0.23714511096477509 (0.22264031617474778) | > loss_0: 2.465012550354004 (2.3678476049544983) | > grad_norm_0: tensor(10.3203, device='cuda:0') (tensor(20.5388, device='cuda:0')) | > loss_gen: 2.4488983154296875 (2.4926017975734753) | > loss_kl: 2.256676435470581 (1.97462407216475) | > loss_feat: 11.922955513000488 (7.163732483756581) | > loss_mel: 18.588878631591797 (17.47371154715589) | > loss_duration: 2.3101553916931152 (2.0783751365986274) | > loss_1: 37.52756118774414 (31.18304499594274) | > grad_norm_1: tensor(204.3884, device='cuda:0') (tensor(214.0744, device='cuda:0')) | > current_lr_0: 0.00018615187667706527 | > current_lr_1: 0.00018615187667706527 | > step_time: 13.9744 (0.4497921771191536) | > loader_time: 0.0329 (0.005112366111082872)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3418917655944824 (2.3418917655944824) | > loss_disc_real_0: 0.12002092599868774 (0.12002092599868774) | > loss_disc_real_1: 0.24196085333824158 (0.24196085333824158) | > loss_disc_real_2: 0.2890393137931824 (0.2890393137931824) | > loss_disc_real_3: 0.21907630562782288 (0.21907630562782288) | > loss_disc_real_4: 0.22839632630348206 (0.22839632630348206) | > loss_disc_real_5: 0.1851029396057129 (0.1851029396057129) | > loss_0: 2.3418917655944824 (2.3418917655944824) | > loss_gen: 2.592759847640991 (2.592759847640991) | > loss_kl: 1.9975348711013794 (1.9975348711013794) | > loss_feat: 8.50291919708252 (8.50291919708252) | > loss_mel: 18.106502532958984 (18.106502532958984) | > loss_duration: 2.9784677028656006 (2.9784677028656006) | > loss_1: 34.178184509277344 (34.178184509277344)  --> STEP: 1 | > loss_disc: 2.3235225677490234 (2.3235225677490234) | > loss_disc_real_0: 0.09766276180744171 (0.09766276180744171) | > loss_disc_real_1: 0.17328530550003052 (0.17328530550003052) | > loss_disc_real_2: 0.17985565960407257 (0.17985565960407257) | > loss_disc_real_3: 0.2924049198627472 (0.2924049198627472) | > loss_disc_real_4: 0.2823905944824219 (0.2823905944824219) | > loss_disc_real_5: 0.2024470865726471 (0.2024470865726471) | > loss_0: 2.3235225677490234 (2.3235225677490234) | > loss_gen: 2.325991153717041 (2.325991153717041) | > loss_kl: 3.0975842475891113 (3.0975842475891113) | > loss_feat: 7.145716190338135 (7.145716190338135) | > loss_mel: 19.234745025634766 (19.234745025634766) | > loss_duration: 2.391270637512207 (2.391270637512207) | > loss_1: 34.195308685302734 (34.195308685302734)  --> STEP: 2 | > loss_disc: 2.3326621055603027 (2.328092336654663) | > loss_disc_real_0: 0.05878521502017975 (0.07822398841381073) | > loss_disc_real_1: 0.23946325480937958 (0.20637428015470505) | > loss_disc_real_2: 0.2004980444908142 (0.1901768520474434) | > loss_disc_real_3: 0.18207769095897675 (0.23724130541086197) | > loss_disc_real_4: 0.18247120082378387 (0.23243089765310287) | > loss_disc_real_5: 0.1810787320137024 (0.19176290929317474) | > loss_0: 2.3326621055603027 (2.328092336654663) | > loss_gen: 2.1566405296325684 (2.2413158416748047) | > loss_kl: 3.0149827003479004 (3.056283473968506) | > loss_feat: 6.586916923522949 (6.866316556930542) | > loss_mel: 18.627758026123047 (18.931251525878906) | > loss_duration: 2.5071816444396973 (2.449226140975952) | > loss_1: 32.89348220825195 (33.544395446777344)  --> STEP: 3 | > loss_disc: 2.813769817352295 (2.4899848302205405) | > loss_disc_real_0: 0.09509029239416122 (0.08384608974059422) | > loss_disc_real_1: 0.24229207634925842 (0.21834687888622284) | > loss_disc_real_2: 0.21502859890460968 (0.1984607676664988) | > loss_disc_real_3: 0.2425183653831482 (0.23900032540162405) | > loss_disc_real_4: 0.2665054500102997 (0.2437890817721685) | > loss_disc_real_5: 0.2529117465019226 (0.21214585502942404) | > loss_0: 2.813769817352295 (2.4899848302205405) | > loss_gen: 1.8117377758026123 (2.0981231530507407) | > loss_kl: 3.0373313426971436 (3.0499660968780518) | > loss_feat: 5.862815856933594 (6.531816323598226) | > loss_mel: 13.532844543457031 (17.13178253173828) | > loss_duration: 2.369506597518921 (2.4226529598236084) | > loss_1: 26.614234924316406 (31.234341939290363)  --> STEP: 4 | > loss_disc: 2.532927989959717 (2.5007206201553345) | > loss_disc_real_0: 0.1785781979560852 (0.10752911679446697) | > loss_disc_real_1: 0.3098072409629822 (0.24121196940541267) | > loss_disc_real_2: 0.21861933171749115 (0.2035004086792469) | > loss_disc_real_3: 0.26358482241630554 (0.24514644965529442) | > loss_disc_real_4: 0.20134380459785461 (0.23317776247859) | > loss_disc_real_5: 0.1272922158241272 (0.19093244522809982) | > loss_0: 2.532927989959717 (2.5007206201553345) | > loss_gen: 2.2216601371765137 (2.129007399082184) | > loss_kl: 4.346864700317383 (3.3741907477378845) | > loss_feat: 5.811030387878418 (6.351619839668274) | > loss_mel: 18.048791885375977 (17.361034870147705) | > loss_duration: 2.3785572052001953 (2.411629021167755) | > loss_1: 32.806907653808594 (31.627483367919922)  --> STEP: 5 | > loss_disc: 2.2946617603302 (2.459508848190308) | > loss_disc_real_0: 0.10610495507717133 (0.10724428445100784) | > loss_disc_real_1: 0.2755826711654663 (0.2480861097574234) | > loss_disc_real_2: 0.274393230676651 (0.21767897307872772) | > loss_disc_real_3: 0.26709118485450745 (0.24953539669513702) | > loss_disc_real_4: 0.21517367660999298 (0.2295769453048706) | > loss_disc_real_5: 0.19252704083919525 (0.19125136435031892) | > loss_0: 2.2946617603302 (2.459508848190308) | > loss_gen: 2.6334116458892822 (2.2298882484436033) | > loss_kl: 3.2577176094055176 (3.350896120071411) | > loss_feat: 6.4876837730407715 (6.378832626342773) | > loss_mel: 19.273122787475586 (17.74345245361328) | > loss_duration: 2.395570755004883 (2.4084173679351806) | > loss_1: 34.047508239746094 (32.111488342285156)  --> STEP: 6 | > loss_disc: 2.727753162384033 (2.5042162338892617) | > loss_disc_real_0: 0.10330099612474442 (0.10658706972996394) | > loss_disc_real_1: 0.19935789704322815 (0.23996474097172418) | > loss_disc_real_2: 0.26742345094680786 (0.2259697193900744) | > loss_disc_real_3: 0.32809171080589294 (0.26262811571359634) | > loss_disc_real_4: 0.2496129870414734 (0.2329162855943044) | > loss_disc_real_5: 0.2725517451763153 (0.2048014278213183) | > loss_0: 2.727753162384033 (2.5042162338892617) | > loss_gen: 2.106066942214966 (2.209251364072164) | > loss_kl: 3.2208681106567383 (3.329224785168966) | > loss_feat: 5.982911586761475 (6.312845786412557) | > loss_mel: 18.932735443115234 (17.94166628519694) | > loss_duration: 2.2742457389831543 (2.3860554297765098) | > loss_1: 32.51682662963867 (32.17904472351074)  --> STEP: 7 | > loss_disc: 2.3144874572753906 (2.477112122944423) | > loss_disc_real_0: 0.06363990902900696 (0.10045176105839866) | > loss_disc_real_1: 0.17318478226661682 (0.23042474687099457) | > loss_disc_real_2: 0.195928692817688 (0.2216781441654478) | > loss_disc_real_3: 0.3060235381126404 (0.2688274617706026) | > loss_disc_real_4: 0.2663937509059906 (0.23769878063883101) | > loss_disc_real_5: 0.2659671902656555 (0.21353939388479506) | > loss_0: 2.3144874572753906 (2.477112122944423) | > loss_gen: 2.670166492462158 (2.2750963824135915) | > loss_kl: 3.9156785011291504 (3.413003887448992) | > loss_feat: 7.70017671585083 (6.511035919189453) | > loss_mel: 18.296850204467773 (17.992406845092773) | > loss_duration: 2.5452446937561035 (2.4087967532021657) | > loss_1: 35.128116607666016 (32.6003407069615)  --> STEP: 8 | > loss_disc: 2.2968273162841797 (2.4545765221118927) | > loss_disc_real_0: 0.10145901888608932 (0.10057766828685999) | > loss_disc_real_1: 0.20110999047756195 (0.2267604023218155) | > loss_disc_real_2: 0.17697925865650177 (0.21609078347682953) | > loss_disc_real_3: 0.2887156009674072 (0.2713134791702032) | > loss_disc_real_4: 0.19135530292987823 (0.2319058459252119) | > loss_disc_real_5: 0.1616954356431961 (0.20705889910459518) | > loss_0: 2.2968273162841797 (2.4545765221118927) | > loss_gen: 2.5625534057617188 (2.3110285103321075) | > loss_kl: 3.3390676975250244 (3.403761863708496) | > loss_feat: 12.448025703430176 (7.2531596422195435) | > loss_mel: 19.9046688079834 (18.2314395904541) | > loss_duration: 2.2400667667388916 (2.3877055048942566) | > loss_1: 40.494380950927734 (33.587095737457275)  --> STEP: 9 | > loss_disc: 2.3764238357543945 (2.445892890294393) | > loss_disc_real_0: 0.06743934750556946 (0.09689563264449437) | > loss_disc_real_1: 0.2647169232368469 (0.23097779353459677) | > loss_disc_real_2: 0.2924432158470154 (0.22457438707351685) | > loss_disc_real_3: 0.2893437147140503 (0.2733168386750751) | > loss_disc_real_4: 0.23276248574256897 (0.23200102812714046) | > loss_disc_real_5: 0.1650107204914093 (0.20238687925868565) | > loss_0: 2.3764238357543945 (2.445892890294393) | > loss_gen: 2.4791252613067627 (2.329705927107069) | > loss_kl: 2.2927801609039307 (3.2803194522857666) | > loss_feat: 7.025747299194336 (7.227891604105632) | > loss_mel: 19.181262969970703 (18.3369755215115) | > loss_duration: 2.145075798034668 (2.3607466485765247) | > loss_1: 33.123992919921875 (33.53563986884223)  --> STEP: 10 | > loss_disc: 2.539806842803955 (2.455284285545349) | > loss_disc_real_0: 0.19185680150985718 (0.10639174953103066) | > loss_disc_real_1: 0.1604301482439041 (0.2239230290055275) | > loss_disc_real_2: 0.20683236420154572 (0.22280018478631974) | > loss_disc_real_3: 0.2408953458070755 (0.27007468938827517) | > loss_disc_real_4: 0.21911458671092987 (0.2307123839855194) | > loss_disc_real_5: 0.1800985485315323 (0.2001580461859703) | > loss_0: 2.539806842803955 (2.455284285545349) | > loss_gen: 2.1941659450531006 (2.3161519289016725) | > loss_kl: 2.3999335765838623 (3.1922808647155763) | > loss_feat: 6.75988245010376 (7.181090688705444) | > loss_mel: 18.862659454345703 (18.38954391479492) | > loss_duration: 2.419747829437256 (2.3666467666625977) | > loss_1: 32.636390686035156 (33.44571495056152)  --> STEP: 11 | > loss_disc: 2.3885204792022705 (2.4492148486050693) | > loss_disc_real_0: 0.1548471748828888 (0.1107967881993814) | > loss_disc_real_1: 0.213429257273674 (0.22296904975717718) | > loss_disc_real_2: 0.26653987169265747 (0.22677651995962317) | > loss_disc_real_3: 0.26955950260162354 (0.2700278542258523) | > loss_disc_real_4: 0.27299919724464417 (0.23455663973634894) | > loss_disc_real_5: 0.20308618247509003 (0.2004242403940721) | > loss_0: 2.3885204792022705 (2.4492148486050693) | > loss_gen: 2.4907259941101074 (2.3320222984660757) | > loss_kl: 3.5019803047180176 (3.2204353592612525) | > loss_feat: 7.027339935302734 (7.167113347487017) | > loss_mel: 18.112808227539062 (18.36438612504439) | > loss_duration: 2.538313388824463 (2.382252823222767) | > loss_1: 33.67116928100586 (33.466210798783735)  --> STEP: 12 | > loss_disc: 2.375910997390747 (2.443106194337209) | > loss_disc_real_0: 0.11319846659898758 (0.11099692806601524) | > loss_disc_real_1: 0.20161312818527222 (0.2211893896261851) | > loss_disc_real_2: 0.22917543351650238 (0.22697642942269644) | > loss_disc_real_3: 0.2795732617378235 (0.27082330485184986) | > loss_disc_real_4: 0.25568902492523193 (0.23631767183542252) | > loss_disc_real_5: 0.28342142701148987 (0.20734067261219025) | > loss_0: 2.375910997390747 (2.443106194337209) | > loss_gen: 2.446040391921997 (2.341523806254069) | > loss_kl: 2.0545713901519775 (3.1232800285021463) | > loss_feat: 7.199187278747559 (7.169786175092061) | > loss_mel: 18.30575942993164 (18.359500567118328) | > loss_duration: 2.2726120948791504 (2.3731160958607993) | > loss_1: 32.27817153930664 (33.367207527160645)  --> STEP: 13 | > loss_disc: 2.585627317428589 (2.454069357651931) | > loss_disc_real_0: 0.1365295648574829 (0.11296097704997429) | > loss_disc_real_1: 0.25864577293395996 (0.22407064988062933) | > loss_disc_real_2: 0.22017225623130798 (0.22645303148489732) | > loss_disc_real_3: 0.24374747276306152 (0.2687405485373277) | > loss_disc_real_4: 0.28494179248809814 (0.24005798880870527) | > loss_disc_real_5: 0.25700321793556213 (0.21116086840629578) | > loss_0: 2.585627317428589 (2.454069357651931) | > loss_gen: 2.463433027267456 (2.3509014386397142) | > loss_kl: 2.8678624629974365 (3.1036325234633226) | > loss_feat: 6.642803192138672 (7.129249022557185) | > loss_mel: 16.733444213867188 (18.23441930917593) | > loss_duration: 2.267451286315918 (2.364988033588116) | > loss_1: 30.974994659423828 (33.18319115271935)  --> STEP: 14 | > loss_disc: 2.343857765197754 (2.4461971010480608) | > loss_disc_real_0: 0.1285076141357422 (0.11407145112752914) | > loss_disc_real_1: 0.14506788551807404 (0.21842759528330394) | > loss_disc_real_2: 0.19347229599952698 (0.2240972646645137) | > loss_disc_real_3: 0.22993968427181244 (0.26596905823264805) | > loss_disc_real_4: 0.20592118799686432 (0.23761964589357376) | > loss_disc_real_5: 0.1485270857810974 (0.20668702679021017) | > loss_0: 2.343857765197754 (2.4461971010480608) | > loss_gen: 2.0808932781219482 (2.331615141459874) | > loss_kl: 3.568697690963745 (3.1368514639990672) | > loss_feat: 6.216801166534424 (7.0640741756984164) | > loss_mel: 19.28316307067871 (18.3093295778547) | > loss_duration: 2.385988473892212 (2.3664880650384084) | > loss_1: 33.53554153442383 (33.20835903712681)  --> STEP: 15 | > loss_disc: 2.4980688095092773 (2.449655214945475) | > loss_disc_real_0: 0.10627467930316925 (0.11355166633923848) | > loss_disc_real_1: 0.2970295548439026 (0.22366772592067719) | > loss_disc_real_2: 0.25175395607948303 (0.22594104409217836) | > loss_disc_real_3: 0.24697993695735931 (0.2647031168142954) | > loss_disc_real_4: 0.20030885934829712 (0.23513226012388866) | > loss_disc_real_5: 0.1743602305650711 (0.20453190704186758) | > loss_0: 2.4980688095092773 (2.449655214945475) | > loss_gen: 2.279506206512451 (2.328141212463379) | > loss_kl: 3.8661956787109375 (3.185474411646525) | > loss_feat: 5.095330238342285 (6.932824579874675) | > loss_mel: 17.227441787719727 (18.237203725179036) | > loss_duration: 2.3577704429626465 (2.3659068902333575) | > loss_1: 30.82624626159668 (33.049551518758136)  --> STEP: 16 | > loss_disc: 2.841003894805908 (2.4741145074367523) | > loss_disc_real_0: 0.19204486906528473 (0.11845749150961637) | > loss_disc_real_1: 0.256580114364624 (0.22572475019842386) | > loss_disc_real_2: 0.32974037528038025 (0.23242850229144096) | > loss_disc_real_3: 0.27450525760650635 (0.26531575061380863) | > loss_disc_real_4: 0.2586307227611542 (0.23660091403871775) | > loss_disc_real_5: 0.3214682936668396 (0.21184043120592833) | > loss_0: 2.841003894805908 (2.4741145074367523) | > loss_gen: 2.1431047916412354 (2.316576436161995) | > loss_kl: 2.7175567150115967 (3.156229555606842) | > loss_feat: 4.716658592224121 (6.794314205646515) | > loss_mel: 14.56013011932373 (18.00738662481308) | > loss_duration: 2.3549609184265137 (2.36522276699543) | > loss_1: 26.492412567138672 (32.63973033428192)  --> STEP: 17 | > loss_disc: 2.441882610321045 (2.4722185134887695) | > loss_disc_real_0: 0.13189257681369781 (0.11924779064515058) | > loss_disc_real_1: 0.1966426521539688 (0.22401403854875004) | > loss_disc_real_2: 0.25923091173171997 (0.23400511461145737) | > loss_disc_real_3: 0.23819495737552643 (0.26372040983508616) | > loss_disc_real_4: 0.28696730732917786 (0.23956364305580363) | > loss_disc_real_5: 0.2213740050792694 (0.21240122966906605) | > loss_0: 2.441882610321045 (2.4722185134887695) | > loss_gen: 2.337031841278076 (2.3177796952864704) | > loss_kl: 2.2147881984710693 (3.100850652245914) | > loss_feat: 4.971768856048584 (6.687105655670166) | > loss_mel: 17.554243087768555 (17.98073112263399) | > loss_duration: 2.4759230613708496 (2.3717345490175137) | > loss_1: 29.553754806518555 (32.45820236206055)  --> STEP: 18 | > loss_disc: 2.4845046997070312 (2.472901079389784) | > loss_disc_real_0: 0.1906314343214035 (0.12321354862716463) | > loss_disc_real_1: 0.21697071194648743 (0.2236227426264021) | > loss_disc_real_2: 0.3218051791191101 (0.23888289597299364) | > loss_disc_real_3: 0.31240737438201904 (0.2664252411988046) | > loss_disc_real_4: 0.27619245648384094 (0.24159857713513905) | > loss_disc_real_5: 0.24724799394607544 (0.21433716101778877) | > loss_0: 2.4845046997070312 (2.472901079389784) | > loss_gen: 2.931056022644043 (2.351850602361891) | > loss_kl: 2.5312399864196777 (3.0692056152555676) | > loss_feat: 8.378942489624023 (6.781096590889825) | > loss_mel: 19.535755157470703 (18.067121346791584) | > loss_duration: 2.2165894508361816 (2.3631153768963284) | > loss_1: 35.59358596801758 (32.63239034016927)  --> STEP: 19 | > loss_disc: 2.7578413486480713 (2.487897935666536) | > loss_disc_real_0: 0.16337932646274567 (0.12532753693430046) | > loss_disc_real_1: 0.27980783581733704 (0.22657985279434606) | > loss_disc_real_2: 0.24109706282615662 (0.23899943107052854) | > loss_disc_real_3: 0.31346622109413147 (0.2689010822459271) | > loss_disc_real_4: 0.27247902750968933 (0.24322386399695747) | > loss_disc_real_5: 0.2631899118423462 (0.2169083584296076) | > loss_0: 2.7578413486480713 (2.487897935666536) | > loss_gen: 2.208136558532715 (2.3442867053182503) | > loss_kl: 2.0368123054504395 (3.014869125265824) | > loss_feat: 3.9138176441192627 (6.630187172638743) | > loss_mel: 15.417587280273438 (17.927672185395892) | > loss_duration: 2.3179969787597656 (2.360740724362825) | > loss_1: 25.894351959228516 (32.27775674117239)  --> STEP: 20 | > loss_disc: 2.3089468479156494 (2.4789503812789917) | > loss_disc_real_0: 0.09714584052562714 (0.12391845211386679) | > loss_disc_real_1: 0.24791587889194489 (0.227646654099226) | > loss_disc_real_2: 0.2464779019355774 (0.23937335461378098) | > loss_disc_real_3: 0.28346335887908936 (0.26962919607758523) | > loss_disc_real_4: 0.2759740650653839 (0.2448613740503788) | > loss_disc_real_5: 0.23480737209320068 (0.21780330911278725) | > loss_0: 2.3089468479156494 (2.4789503812789917) | > loss_gen: 2.6815688610076904 (2.3611508131027223) | > loss_kl: 2.447615146636963 (2.9865064263343806) | > loss_feat: 6.528678894042969 (6.625111758708954) | > loss_mel: 15.977145195007324 (17.830145835876465) | > loss_duration: 2.2944116592407227 (2.35742427110672) | > loss_1: 29.92941665649414 (32.160339736938475)  --> STEP: 21 | > loss_disc: 2.3701212406158447 (2.4737680412474132) | > loss_disc_real_0: 0.10417893528938293 (0.12297847512222469) | > loss_disc_real_1: 0.2128773033618927 (0.22694335168316251) | > loss_disc_real_2: 0.23848426342010498 (0.23933101693789163) | > loss_disc_real_3: 0.20255233347415924 (0.26643505976313636) | > loss_disc_real_4: 0.22215162217617035 (0.2437799572944641) | > loss_disc_real_5: 0.20849962532520294 (0.21736027655147372) | > loss_0: 2.3701212406158447 (2.4737680412474132) | > loss_gen: 2.331987142562866 (2.3597620668865384) | > loss_kl: 2.3094167709350586 (2.9542640617915557) | > loss_feat: 7.902645111083984 (6.6859466802506216) | > loss_mel: 17.82207679748535 (17.82976159595308) | > loss_duration: 2.1431376934051514 (2.347220148359026) | > loss_1: 32.50926208496094 (32.17695508684431)  --> STEP: 22 | > loss_disc: 2.2258524894714355 (2.4624991525303233) | > loss_disc_real_0: 0.07813539355993271 (0.1209401532330296) | > loss_disc_real_1: 0.1800083965063095 (0.2248099446296692) | > loss_disc_real_2: 0.15402831137180328 (0.23545362123034216) | > loss_disc_real_3: 0.26491793990135193 (0.2663660997694189) | > loss_disc_real_4: 0.2523776590824127 (0.24417076192118906) | > loss_disc_real_5: 0.21402934193611145 (0.2172088704325936) | > loss_0: 2.2258524894714355 (2.4624991525303233) | > loss_gen: 2.5220518112182617 (2.3671388734470713) | > loss_kl: 2.1566648483276367 (2.91800955208865) | > loss_feat: 7.382767677307129 (6.717620361935008) | > loss_mel: 18.63263702392578 (17.866255933588203) | > loss_duration: 2.228935718536377 (2.3418435833670874) | > loss_1: 32.923057556152344 (32.21086883544922)  --> STEP: 23 | > loss_disc: 2.641932964324951 (2.4703006226083506) | > loss_disc_real_0: 0.1837460994720459 (0.12367084654776944) | > loss_disc_real_1: 0.2675718069076538 (0.22666915603305982) | > loss_disc_real_2: 0.17320793867111206 (0.23274728720602783) | > loss_disc_real_3: 0.2958333492279053 (0.2676472845284835) | > loss_disc_real_4: 0.3338489234447479 (0.24806981242221335) | > loss_disc_real_5: 0.2715858221054077 (0.21957308572271597) | > loss_0: 2.641932964324951 (2.4703006226083506) | > loss_gen: 2.3060338497161865 (2.364482133284859) | > loss_kl: 2.657681941986084 (2.90669096034506) | > loss_feat: 6.914770126342773 (6.726192090822303) | > loss_mel: 16.478652954101562 (17.8059253692627) | > loss_duration: 2.251185417175293 (2.337901923967444) | > loss_1: 30.608325958251953 (32.14119305817977)  --> STEP: 24 | > loss_disc: 2.4347589015960693 (2.468819717566172) | > loss_disc_real_0: 0.10807878524065018 (0.12302117732663947) | > loss_disc_real_1: 0.24905246496200562 (0.22760179390509924) | > loss_disc_real_2: 0.22000938653945923 (0.23221654134492078) | > loss_disc_real_3: 0.2334827035665512 (0.26622376032173634) | > loss_disc_real_4: 0.27663901448249817 (0.2492601958413919) | > loss_disc_real_5: 0.25138184428215027 (0.2208984506626924) | > loss_0: 2.4347589015960693 (2.468819717566172) | > loss_gen: 2.2994959354400635 (2.361774375041326) | > loss_kl: 2.5578560829162598 (2.892156173785527) | > loss_feat: 4.715216636657715 (6.642401446898778) | > loss_mel: 17.803691864013672 (17.805832306543987) | > loss_duration: 2.4357707500457764 (2.3419797917207075) | > loss_1: 29.812030792236328 (32.04414463043213)  --> STEP: 25 | > loss_disc: 2.4403514862060547 (2.4676809883117676) | > loss_disc_real_0: 0.11693000793457031 (0.1227775305509567) | > loss_disc_real_1: 0.20754773914813995 (0.22679963171482087) | > loss_disc_real_2: 0.24386653304100037 (0.23268254101276398) | > loss_disc_real_3: 0.2577105164527893 (0.26588323056697843) | > loss_disc_real_4: 0.2598297595977783 (0.24968297839164733) | > loss_disc_real_5: 0.23882870376110077 (0.22161566078662873) | > loss_0: 2.4403514862060547 (2.4676809883117676) | > loss_gen: 2.43808650970459 (2.3648268604278564) | > loss_kl: 2.6732301712036133 (2.8833991336822504) | > loss_feat: 8.488720893859863 (6.716254224777222) | > loss_mel: 16.63670539855957 (17.75906723022461) | > loss_duration: 2.3793814182281494 (2.3434758567810055) | > loss_1: 32.616127014160156 (32.06702392578125)  --> STEP: 26 | > loss_disc: 2.680330753326416 (2.4758598254277158) | > loss_disc_real_0: 0.20149445533752441 (0.1258051045812093) | > loss_disc_real_1: 0.1663261502981186 (0.22447372858340925) | > loss_disc_real_2: 0.1709587723016739 (0.23030854990849128) | > loss_disc_real_3: 0.42598962783813477 (0.27204116892356134) | > loss_disc_real_4: 0.2864672541618347 (0.25109775822896224) | > loss_disc_real_5: 0.2507408857345581 (0.22273586174616447) | > loss_0: 2.680330753326416 (2.4758598254277158) | > loss_gen: 2.2907583713531494 (2.3619780723865214) | > loss_kl: 2.5690789222717285 (2.8713098947818456) | > loss_feat: 10.201030731201172 (6.850284090408912) | > loss_mel: 18.308317184448242 (17.78019222846398) | > loss_duration: 2.2846531867980957 (2.3412134463970475) | > loss_1: 35.653839111328125 (32.20497835599459) --> EVAL PERFORMANCE | > avg_loader_time: 0.002550932077261118 (-4.006349123441199e-05) | > avg_loss_disc: 2.4758598254277158 (-0.07180621990790659) | > avg_loss_disc_real_0: 0.1258051045812093 (-0.01326954278808376) | > avg_loss_disc_real_1: 0.22447372858340925 (+0.04713518373095074) | > avg_loss_disc_real_2: 0.23030854990849128 (+0.020462028109110325) | > avg_loss_disc_real_3: 0.27204116892356134 (+0.02016500039742536) | > avg_loss_disc_real_4: 0.25109775822896224 (+0.04210483282804489) | > avg_loss_disc_real_5: 0.22273586174616447 (+0.001988454506947457) | > avg_loss_0: 2.4758598254277158 (-0.07180621990790659) | > avg_loss_gen: 2.3619780723865214 (+0.2117235431304345) | > avg_loss_kl: 2.8713098947818456 (+0.1305954089531527) | > avg_loss_feat: 6.850284090408912 (-0.35461481717916676) | > avg_loss_mel: 17.78019222846398 (-0.10553781802837747) | > avg_loss_duration: 2.3412134463970475 (-0.002646758006169314) | > avg_loss_1: 32.20497835599459 (-0.12047987717849651)  > EPOCH: 575/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:31:10)   --> TIME: 2024-06-11 16:31:21 -- STEP: 24/330 -- GLOBAL_STEP: 277775 | > loss_disc: 2.332106828689575 (2.2956761717796326) | > loss_disc_real_0: 0.09534718096256256 (0.09992228634655476) | > loss_disc_real_1: 0.18824169039726257 (0.1991121390213569) | > loss_disc_real_2: 0.24959971010684967 (0.20686839210490385) | > loss_disc_real_3: 0.2270328849554062 (0.22329906995097795) | > loss_disc_real_4: 0.21861526370048523 (0.22696852621932825) | > loss_disc_real_5: 0.1835649311542511 (0.21793859514097372) | > loss_0: 2.332106828689575 (2.2956761717796326) | > grad_norm_0: tensor(14.1984, device='cuda:0') (tensor(8.7678, device='cuda:0')) | > loss_gen: 2.471661329269409 (2.516746610403061) | > loss_kl: 1.8109310865402222 (1.856369063258171) | > loss_feat: 8.123584747314453 (7.060835798581441) | > loss_mel: 18.05099868774414 (17.74591628710429) | > loss_duration: 1.9704904556274414 (2.058776388565699) | > loss_1: 32.42766571044922 (31.23864420255025) | > grad_norm_1: tensor(126.0767, device='cuda:0') (tensor(86.1396, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3672 (0.36705800890922546) | > loader_time: 0.0031 (0.00323335329691569)  --> TIME: 2024-06-11 16:31:30 -- STEP: 49/330 -- GLOBAL_STEP: 277800 | > loss_disc: 2.3506383895874023 (2.3540849150443566) | > loss_disc_real_0: 0.10910242795944214 (0.104783013158915) | > loss_disc_real_1: 0.19605416059494019 (0.2010996676221186) | > loss_disc_real_2: 0.25065818428993225 (0.21146616826252063) | > loss_disc_real_3: 0.24798089265823364 (0.22903615692440343) | > loss_disc_real_4: 0.25552982091903687 (0.2327084842385078) | > loss_disc_real_5: 0.2254028469324112 (0.22153566382369216) | > loss_0: 2.3506383895874023 (2.3540849150443566) | > grad_norm_0: tensor(15.2168, device='cuda:0') (tensor(9.0009, device='cuda:0')) | > loss_gen: 2.554727554321289 (2.492410888477247) | > loss_kl: 1.8161901235580444 (1.8864950695816352) | > loss_feat: 6.636446475982666 (7.063120803054498) | > loss_mel: 17.750267028808594 (17.735929294508335) | > loss_duration: 1.9744858741760254 (2.0219482353755405) | > loss_1: 30.73211669921875 (31.199904227743342) | > grad_norm_1: tensor(169.1382, device='cuda:0') (tensor(99.0753, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3738 (0.3674077355131812) | > loader_time: 0.0036 (0.0034637645799286514)  --> TIME: 2024-06-11 16:31:39 -- STEP: 74/330 -- GLOBAL_STEP: 277825 | > loss_disc: 2.2752575874328613 (2.3590259004283594) | > loss_disc_real_0: 0.08767756819725037 (0.10838394702689068) | > loss_disc_real_1: 0.16471976041793823 (0.1983686220404264) | > loss_disc_real_2: 0.15772272646427155 (0.2107413878311982) | > loss_disc_real_3: 0.21653519570827484 (0.2296800420090959) | > loss_disc_real_4: 0.21555060148239136 (0.23191263244764224) | > loss_disc_real_5: 0.20584961771965027 (0.2219168259888082) | > loss_0: 2.2752575874328613 (2.3590259004283594) | > grad_norm_0: tensor(5.8891, device='cuda:0') (tensor(9.1246, device='cuda:0')) | > loss_gen: 2.4731736183166504 (2.4848000584421923) | > loss_kl: 1.8326189517974854 (1.9012880244770565) | > loss_feat: 7.1729936599731445 (7.056028295207668) | > loss_mel: 18.235952377319336 (17.72684669494629) | > loss_duration: 1.9248723983764648 (2.0069067220430123) | > loss_1: 31.639610290527344 (31.175869735511572) | > grad_norm_1: tensor(64.5934, device='cuda:0') (tensor(99.5371, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3746 (0.3691286235242276) | > loader_time: 0.0037 (0.003551930994600863)  --> TIME: 2024-06-11 16:31:49 -- STEP: 99/330 -- GLOBAL_STEP: 277850 | > loss_disc: 2.3106489181518555 (2.354850193466803) | > loss_disc_real_0: 0.11269883811473846 (0.10979856189453241) | > loss_disc_real_1: 0.19216616451740265 (0.19887206199193241) | > loss_disc_real_2: 0.22502942383289337 (0.21056947729202233) | > loss_disc_real_3: 0.2423461526632309 (0.22964766425917846) | > loss_disc_real_4: 0.2230035960674286 (0.23167092029494468) | > loss_disc_real_5: 0.23394633829593658 (0.2216484376577416) | > loss_0: 2.3106489181518555 (2.354850193466803) | > grad_norm_0: tensor(4.3434, device='cuda:0') (tensor(8.9101, device='cuda:0')) | > loss_gen: 2.5774245262145996 (2.4873508973555127) | > loss_kl: 1.870435357093811 (1.9087626741390036) | > loss_feat: 6.531516075134277 (7.0286667130210185) | > loss_mel: 17.615947723388672 (17.670197207518303) | > loss_duration: 2.0175862312316895 (2.0074847286397786) | > loss_1: 30.6129093170166 (31.10246222910255) | > grad_norm_1: tensor(80.0295, device='cuda:0') (tensor(99.6810, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3808 (0.3733680079681704) | > loader_time: 0.0035 (0.0036476284566551746)  --> TIME: 2024-06-11 16:31:59 -- STEP: 124/330 -- GLOBAL_STEP: 277875 | > loss_disc: 2.2819955348968506 (2.356033311736199) | > loss_disc_real_0: 0.12557390332221985 (0.11047186408071749) | > loss_disc_real_1: 0.21281026303768158 (0.19819641365639626) | > loss_disc_real_2: 0.21551993489265442 (0.2104562661580501) | > loss_disc_real_3: 0.2220466583967209 (0.22991703654969892) | > loss_disc_real_4: 0.19739635288715363 (0.2310973088587484) | > loss_disc_real_5: 0.18483413755893707 (0.22184368126815365) | > loss_0: 2.2819955348968506 (2.356033311736199) | > grad_norm_0: tensor(8.2216, device='cuda:0') (tensor(9.3859, device='cuda:0')) | > loss_gen: 2.5227835178375244 (2.479748575918136) | > loss_kl: 2.13718318939209 (1.9209630008666747) | > loss_feat: 7.458184242248535 (6.998433889881257) | > loss_mel: 17.64690399169922 (17.678770742108746) | > loss_duration: 2.026134490966797 (2.0100338708969874) | > loss_1: 31.791189193725586 (31.087950060444495) | > grad_norm_1: tensor(90.2719, device='cuda:0') (tensor(101.0534, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.369 (0.37349887817136695) | > loader_time: 0.0038 (0.003712273413135159)  --> TIME: 2024-06-11 16:32:09 -- STEP: 149/330 -- GLOBAL_STEP: 277900 | > loss_disc: 2.3244881629943848 (2.3542865570759615) | > loss_disc_real_0: 0.10004192590713501 (0.11198989976972541) | > loss_disc_real_1: 0.22104312479496002 (0.19820243310208288) | > loss_disc_real_2: 0.21726728975772858 (0.21058985460924617) | > loss_disc_real_3: 0.2398306429386139 (0.2292462669362958) | > loss_disc_real_4: 0.23234421014785767 (0.23064756403433395) | > loss_disc_real_5: 0.22334575653076172 (0.22110776153186823) | > loss_0: 2.3244881629943848 (2.3542865570759615) | > grad_norm_0: tensor(44.0641, device='cuda:0') (tensor(11.7072, device='cuda:0')) | > loss_gen: 2.5410518646240234 (2.483968317108667) | > loss_kl: 2.1726367473602295 (1.9373735485460934) | > loss_feat: 6.751473426818848 (7.006670823833285) | > loss_mel: 17.671831130981445 (17.6543415504814) | > loss_duration: 2.0381016731262207 (2.014370709457655) | > loss_1: 31.175094604492188 (31.09672499023028) | > grad_norm_1: tensor(360.1884, device='cuda:0') (tensor(118.6819, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3761 (0.3745264398971661) | > loader_time: 0.004 (0.003793524415701028)  --> TIME: 2024-06-11 16:32:18 -- STEP: 174/330 -- GLOBAL_STEP: 277925 | > loss_disc: 2.350459575653076 (2.364271524308742) | > loss_disc_real_0: 0.10773922502994537 (0.11451936025044014) | > loss_disc_real_1: 0.192525714635849 (0.1992357848533269) | > loss_disc_real_2: 0.20964224636554718 (0.2117395432687353) | > loss_disc_real_3: 0.23812521994113922 (0.23032054733270887) | > loss_disc_real_4: 0.2598162293434143 (0.2302524347243638) | > loss_disc_real_5: 0.25304192304611206 (0.22108996025789743) | > loss_0: 2.350459575653076 (2.364271524308742) | > grad_norm_0: tensor(10.7994, device='cuda:0') (tensor(14.7047, device='cuda:0')) | > loss_gen: 2.689992666244507 (2.4840720741228126) | > loss_kl: 2.0018115043640137 (1.9479849249467083) | > loss_feat: 7.4613494873046875 (6.999991438854699) | > loss_mel: 17.83462142944336 (17.654699402293932) | > loss_duration: 2.115234851837158 (2.019466837247214) | > loss_1: 32.10301208496094 (31.10621473158913) | > grad_norm_1: tensor(308.1270, device='cuda:0') (tensor(141.9993, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3827 (0.3756870798680976) | > loader_time: 0.0045 (0.003920896299954118)  --> TIME: 2024-06-11 16:32:28 -- STEP: 199/330 -- GLOBAL_STEP: 277950 | > loss_disc: 2.367083787918091 (2.365856213785297) | > loss_disc_real_0: 0.08435526490211487 (0.11374187012713159) | > loss_disc_real_1: 0.21930916607379913 (0.1991383280586358) | > loss_disc_real_2: 0.23338451981544495 (0.2123208312533009) | > loss_disc_real_3: 0.29153600335121155 (0.23067702832233966) | > loss_disc_real_4: 0.25918707251548767 (0.2308943348014774) | > loss_disc_real_5: 0.2596951723098755 (0.22145870994383365) | > loss_0: 2.367083787918091 (2.365856213785297) | > grad_norm_0: tensor(5.9128, device='cuda:0') (tensor(16.4332, device='cuda:0')) | > loss_gen: 2.4857935905456543 (2.4937958405844523) | > loss_kl: 2.0239670276641846 (1.9549381768883174) | > loss_feat: 5.9476189613342285 (7.019673407377309) | > loss_mel: 17.00014877319336 (17.61250081853051) | > loss_duration: 2.145225763320923 (2.0272806541404553) | > loss_1: 29.602754592895508 (31.10818899336772) | > grad_norm_1: tensor(353.5425, device='cuda:0') (tensor(166.0904, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.3897 (0.37775503930135) | > loader_time: 0.0046 (0.0040179017800182565)  --> TIME: 2024-06-11 16:32:39 -- STEP: 224/330 -- GLOBAL_STEP: 277975 | > loss_disc: 2.225926160812378 (2.3650513270071576) | > loss_disc_real_0: 0.09445478022098541 (0.11479963545155313) | > loss_disc_real_1: 0.17816711962223053 (0.1991924873686263) | > loss_disc_real_2: 0.20013397932052612 (0.2119610788566725) | > loss_disc_real_3: 0.2418554127216339 (0.23034095212018915) | > loss_disc_real_4: 0.18490663170814514 (0.22994578390249185) | > loss_disc_real_5: 0.18874673545360565 (0.22183510953826563) | > loss_0: 2.225926160812378 (2.3650513270071576) | > grad_norm_0: tensor(13.4250, device='cuda:0') (tensor(19.1476, device='cuda:0')) | > loss_gen: 2.5749361515045166 (2.4929017584238724) | > loss_kl: 1.9897034168243408 (1.964328011231763) | > loss_feat: 7.862756252288818 (7.017444895846502) | > loss_mel: 17.194305419921875 (17.574452263968332) | > loss_duration: 2.1449408531188965 (2.0345770354781845) | > loss_1: 31.76664161682129 (31.083704028810775) | > grad_norm_1: tensor(554.0961, device='cuda:0') (tensor(194.8874, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.4052 (0.3804365077189038) | > loader_time: 0.0052 (0.004145456211907528)  --> TIME: 2024-06-11 16:32:49 -- STEP: 249/330 -- GLOBAL_STEP: 278000 | > loss_disc: 2.3933186531066895 (2.3658531238755067) | > loss_disc_real_0: 0.17820978164672852 (0.11576217200502334) | > loss_disc_real_1: 0.2108035832643509 (0.1995333431954365) | > loss_disc_real_2: 0.22840851545333862 (0.21241119150895185) | > loss_disc_real_3: 0.21071738004684448 (0.23019431746867766) | > loss_disc_real_4: 0.21324758231639862 (0.23015174664646745) | > loss_disc_real_5: 0.2259347289800644 (0.22189227045779247) | > loss_0: 2.3933186531066895 (2.3658531238755067) | > grad_norm_0: tensor(53.2689, device='cuda:0') (tensor(20.9440, device='cuda:0')) | > loss_gen: 2.434504270553589 (2.4920305726997336) | > loss_kl: 2.0191307067871094 (1.973225985186167) | > loss_feat: 6.457611083984375 (7.011370084371911) | > loss_mel: 16.9344482421875 (17.54288501050099) | > loss_duration: 2.1170103549957275 (2.042738686603715) | > loss_1: 29.962703704833984 (31.062250405430316) | > grad_norm_1: tensor(420.1508, device='cuda:0') (tensor(210.5878, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.425 (0.3842195009131988) | > loader_time: 0.0053 (0.004281444243159166) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_278000.pth  --> TIME: 2024-06-11 16:33:05 -- STEP: 274/330 -- GLOBAL_STEP: 278025 | > loss_disc: 2.430539131164551 (2.369599601648149) | > loss_disc_real_0: 0.08772502839565277 (0.11674917105884447) | > loss_disc_real_1: 0.169560045003891 (0.1995162470062284) | > loss_disc_real_2: 0.17110709846019745 (0.21250649024970336) | > loss_disc_real_3: 0.18680885434150696 (0.2301728126123874) | > loss_disc_real_4: 0.22456344962120056 (0.23057008828342396) | > loss_disc_real_5: 0.22662192583084106 (0.22201524430165323) | > loss_0: 2.430539131164551 (2.369599601648149) | > grad_norm_0: tensor(43.7007, device='cuda:0') (tensor(22.2680, device='cuda:0')) | > loss_gen: 2.3737411499023438 (2.4875837259919096) | > loss_kl: 2.054622173309326 (1.9821683420752088) | > loss_feat: 7.332221031188965 (7.013674617683799) | > loss_mel: 16.856534957885742 (17.50705348662216) | > loss_duration: 2.13273286819458 (2.0510212774694407) | > loss_1: 30.74985122680664 (31.04150149073914) | > grad_norm_1: tensor(447.4972, device='cuda:0') (tensor(226.5880, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.4311 (0.38915763806252596) | > loader_time: 0.0057 (0.004424782565040315)  --> TIME: 2024-06-11 16:33:17 -- STEP: 299/330 -- GLOBAL_STEP: 278050 | > loss_disc: 2.3813586235046387 (2.3733078229387465) | > loss_disc_real_0: 0.14000080525875092 (0.11813000746594624) | > loss_disc_real_1: 0.20464789867401123 (0.20017059909858836) | > loss_disc_real_2: 0.23186936974525452 (0.21287704485913975) | > loss_disc_real_3: 0.23071250319480896 (0.23043399042509072) | > loss_disc_real_4: 0.23899684846401215 (0.23075320504381505) | > loss_disc_real_5: 0.21460391581058502 (0.2220016669569207) | > loss_0: 2.3813586235046387 (2.3733078229387465) | > grad_norm_0: tensor(57.2226, device='cuda:0') (tensor(24.2471, device='cuda:0')) | > loss_gen: 2.459564208984375 (2.4866216398003096) | > loss_kl: 2.063154935836792 (1.9842881514475896) | > loss_feat: 7.134490013122559 (7.0283365871595285) | > loss_mel: 17.291658401489258 (17.470428613516) | > loss_duration: 2.2062625885009766 (2.061325278170532) | > loss_1: 31.15513038635254 (31.031000322322782) | > grad_norm_1: tensor(443.3819, device='cuda:0') (tensor(244.4041, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.4742 (0.39508614890950183) | > loader_time: 0.0072 (0.004594879405554325)  --> TIME: 2024-06-11 16:33:31 -- STEP: 324/330 -- GLOBAL_STEP: 278075 | > loss_disc: 2.3716351985931396 (2.3758657162572128) | > loss_disc_real_0: 0.1432981640100479 (0.11949683460234492) | > loss_disc_real_1: 0.24580983817577362 (0.2005403150838835) | > loss_disc_real_2: 0.23724010586738586 (0.21310986670446977) | > loss_disc_real_3: 0.2086179107427597 (0.23031346384941795) | > loss_disc_real_4: 0.2551860511302948 (0.23038575076210646) | > loss_disc_real_5: 0.23023755848407745 (0.22193635255098343) | > loss_0: 2.3716351985931396 (2.3758657162572128) | > grad_norm_0: tensor(17.5150, device='cuda:0') (tensor(26.3299, device='cuda:0')) | > loss_gen: 2.499344825744629 (2.4875677772510194) | > loss_kl: 2.231219530105591 (1.9903855353225897) | > loss_feat: 9.608726501464844 (7.083295201077872) | > loss_mel: 18.140363693237305 (17.42420020221192) | > loss_duration: 2.266996383666992 (2.0756699442863473) | > loss_1: 34.74665069580078 (31.0611187087165) | > grad_norm_1: tensor(242.4479, device='cuda:0') (tensor(260.5547, device='cuda:0')) | > current_lr_0: 0.00018612860769248062 | > current_lr_1: 0.00018612860769248062 | > step_time: 0.6064 (0.40730778302675413) | > loader_time: 0.0087 (0.004854151496180786)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.264341115951538 (2.264341115951538) | > loss_disc_real_0: 0.09078237414360046 (0.09078237414360046) | > loss_disc_real_1: 0.11864897608757019 (0.11864897608757019) | > loss_disc_real_2: 0.18922151625156403 (0.18922151625156403) | > loss_disc_real_3: 0.22987951338291168 (0.22987951338291168) | > loss_disc_real_4: 0.22867588698863983 (0.22867588698863983) | > loss_disc_real_5: 0.23336739838123322 (0.23336739838123322) | > loss_0: 2.264341115951538 (2.264341115951538) | > loss_gen: 2.3712220191955566 (2.3712220191955566) | > loss_kl: 2.5071065425872803 (2.5071065425872803) | > loss_feat: 7.923612594604492 (7.923612594604492) | > loss_mel: 18.728981018066406 (18.728981018066406) | > loss_duration: 2.9906563758850098 (2.9906563758850098) | > loss_1: 34.52157974243164 (34.52157974243164)  --> STEP: 1 | > loss_disc: 2.0543928146362305 (2.0543928146362305) | > loss_disc_real_0: 0.02835826948285103 (0.02835826948285103) | > loss_disc_real_1: 0.08264849334955215 (0.08264849334955215) | > loss_disc_real_2: 0.17263126373291016 (0.17263126373291016) | > loss_disc_real_3: 0.17196522653102875 (0.17196522653102875) | > loss_disc_real_4: 0.21530888974666595 (0.21530888974666595) | > loss_disc_real_5: 0.2307208925485611 (0.2307208925485611) | > loss_0: 2.0543928146362305 (2.0543928146362305) | > loss_gen: 2.165332555770874 (2.165332555770874) | > loss_kl: 2.6100645065307617 (2.6100645065307617) | > loss_feat: 7.392467021942139 (7.392467021942139) | > loss_mel: 18.639602661132812 (18.639602661132812) | > loss_duration: 2.3810362815856934 (2.3810362815856934) | > loss_1: 33.18850326538086 (33.18850326538086)  --> STEP: 2 | > loss_disc: 2.2535877227783203 (2.1539902687072754) | > loss_disc_real_0: 0.0866730660200119 (0.057515667751431465) | > loss_disc_real_1: 0.12422645092010498 (0.10343747213482857) | > loss_disc_real_2: 0.20329666137695312 (0.18796396255493164) | > loss_disc_real_3: 0.2463209331035614 (0.20914307981729507) | > loss_disc_real_4: 0.25528329610824585 (0.2352960929274559) | > loss_disc_real_5: 0.22474512457847595 (0.22773300856351852) | > loss_0: 2.2535877227783203 (2.1539902687072754) | > loss_gen: 2.336029291152954 (2.250680923461914) | > loss_kl: 3.369427442550659 (2.9897459745407104) | > loss_feat: 5.903255462646484 (6.6478612422943115) | > loss_mel: 19.16847801208496 (18.904040336608887) | > loss_duration: 2.514237880706787 (2.4476370811462402) | > loss_1: 33.29142761230469 (33.23996543884277)  --> STEP: 3 | > loss_disc: 2.255894184112549 (2.187958240509033) | > loss_disc_real_0: 0.08830025792121887 (0.06777719780802727) | > loss_disc_real_1: 0.12845167517662048 (0.11177553981542587) | > loss_disc_real_2: 0.1805841028690338 (0.18550400932629904) | > loss_disc_real_3: 0.27171048521995544 (0.22999888161818186) | > loss_disc_real_4: 0.24860277771949768 (0.23973165452480316) | > loss_disc_real_5: 0.22941474616527557 (0.22829358776410422) | > loss_0: 2.255894184112549 (2.187958240509033) | > loss_gen: 2.343770742416382 (2.2817108631134033) | > loss_kl: 3.2963571548461914 (3.091949701309204) | > loss_feat: 5.725738048553467 (6.340486844380696) | > loss_mel: 14.903258323669434 (17.570446332295734) | > loss_duration: 2.3338568210601807 (2.4097103277842202) | > loss_1: 28.602981567382812 (31.69430414835612)  --> STEP: 4 | > loss_disc: 2.4781367778778076 (2.260502874851227) | > loss_disc_real_0: 0.14440226554870605 (0.08693346474319696) | > loss_disc_real_1: 0.14739616215229034 (0.12068069539964199) | > loss_disc_real_2: 0.22041916847229004 (0.19423279911279678) | > loss_disc_real_3: 0.3232102692127228 (0.2533017285168171) | > loss_disc_real_4: 0.28773826360702515 (0.25173330679535866) | > loss_disc_real_5: 0.29659831523895264 (0.24536976963281631) | > loss_0: 2.4781367778778076 (2.260502874851227) | > loss_gen: 2.3824400901794434 (2.3068931698799133) | > loss_kl: 2.7178003787994385 (2.9984123706817627) | > loss_feat: 6.147435665130615 (6.292224049568176) | > loss_mel: 17.984933853149414 (17.674068212509155) | > loss_duration: 2.428948163986206 (2.414519786834717) | > loss_1: 31.661558151245117 (31.68611764907837)  --> STEP: 5 | > loss_disc: 2.445258140563965 (2.2974539279937742) | > loss_disc_real_0: 0.09445392340421677 (0.08843755647540093) | > loss_disc_real_1: 0.12389137595891953 (0.1213228315114975) | > loss_disc_real_2: 0.20902851223945618 (0.19719194173812865) | > loss_disc_real_3: 0.23260708153247833 (0.24916279911994935) | > loss_disc_real_4: 0.22964400053024292 (0.2473154455423355) | > loss_disc_real_5: 0.2623082995414734 (0.24875747561454772) | > loss_0: 2.445258140563965 (2.2974539279937742) | > loss_gen: 1.9907822608947754 (2.2436709880828856) | > loss_kl: 3.2488598823547363 (3.0485018730163573) | > loss_feat: 4.960653781890869 (6.0259099960327145) | > loss_mel: 19.420713424682617 (18.02339725494385) | > loss_duration: 2.4284510612487793 (2.4173060417175294) | > loss_1: 32.04945755004883 (31.75878562927246)  --> STEP: 6 | > loss_disc: 2.378704786300659 (2.3109957377115884) | > loss_disc_real_0: 0.12269547581672668 (0.09414720969895522) | > loss_disc_real_1: 0.09271867573261261 (0.11655547221501668) | > loss_disc_real_2: 0.231343612074852 (0.2028838867942492) | > loss_disc_real_3: 0.28104907274246216 (0.2544771780570348) | > loss_disc_real_4: 0.26106542348861694 (0.24960710853338242) | > loss_disc_real_5: 0.30560579895973206 (0.25823219617207843) | > loss_0: 2.378704786300659 (2.3109957377115884) | > loss_gen: 2.383607864379883 (2.2669938007990518) | > loss_kl: 2.7290377616882324 (2.99525785446167) | > loss_feat: 6.478902339935303 (6.1014087200164795) | > loss_mel: 17.8325252532959 (17.99158525466919) | > loss_duration: 2.214784622192383 (2.3835524717966714) | > loss_1: 31.638858795166016 (31.738797823588055)  --> STEP: 7 | > loss_disc: 2.478877305984497 (2.3349788188934326) | > loss_disc_real_0: 0.12162739783525467 (0.09807295086128372) | > loss_disc_real_1: 0.15157413482666016 (0.12155813830239433) | > loss_disc_real_2: 0.18574778735637665 (0.20043587258883885) | > loss_disc_real_3: 0.30564239621162415 (0.2617864949362619) | > loss_disc_real_4: 0.3007957935333252 (0.25691977781908854) | > loss_disc_real_5: 0.2639196217060089 (0.2590446855340685) | > loss_0: 2.478877305984497 (2.3349788188934326) | > loss_gen: 2.2615952491760254 (2.2662225791386197) | > loss_kl: 4.286711692810059 (3.1797512599400113) | > loss_feat: 5.884016513824463 (6.070352690560477) | > loss_mel: 17.29472541809082 (17.89203384944371) | > loss_duration: 2.529611110687256 (2.4044179916381836) | > loss_1: 32.25666046142578 (31.812778200422013)  --> STEP: 8 | > loss_disc: 2.2695136070251465 (2.326795667409897) | > loss_disc_real_0: 0.1703956127166748 (0.1071132835932076) | > loss_disc_real_1: 0.21994049847126007 (0.13385593332350254) | > loss_disc_real_2: 0.1676793098449707 (0.19634130224585533) | > loss_disc_real_3: 0.2337283343076706 (0.25827922485768795) | > loss_disc_real_4: 0.16795571148395538 (0.24579926952719688) | > loss_disc_real_5: 0.18955866992473602 (0.25035893358290195) | > loss_0: 2.2695136070251465 (2.326795667409897) | > loss_gen: 2.63193941116333 (2.3119371831417084) | > loss_kl: 2.5858209133148193 (3.105509966611862) | > loss_feat: 12.512560844421387 (6.875628709793091) | > loss_mel: 19.026552200317383 (18.033848643302917) | > loss_duration: 2.280966281890869 (2.3889865279197693) | > loss_1: 39.037841796875 (32.71591114997864)  --> STEP: 9 | > loss_disc: 2.3945999145507812 (2.334329472647773) | > loss_disc_real_0: 0.1793464720249176 (0.11513919341895315) | > loss_disc_real_1: 0.12958525121212006 (0.1333814130889045) | > loss_disc_real_2: 0.1418655812740326 (0.19028844436009726) | > loss_disc_real_3: 0.23192426562309265 (0.25535089605384403) | > loss_disc_real_4: 0.21777954697608948 (0.2426859670215183) | > loss_disc_real_5: 0.23291222751140594 (0.24842041068606907) | > loss_0: 2.3945999145507812 (2.334329472647773) | > loss_gen: 2.213207721710205 (2.3009672429826526) | > loss_kl: 2.871110677719116 (3.0794656011793347) | > loss_feat: 9.347817420959473 (7.150316344367133) | > loss_mel: 18.68519401550293 (18.106220351325142) | > loss_duration: 2.180497646331787 (2.3658210966322155) | > loss_1: 35.29782485961914 (33.002790451049805)  --> STEP: 10 | > loss_disc: 2.3566579818725586 (2.3365623235702513) | > loss_disc_real_0: 0.1572706550359726 (0.1193523395806551) | > loss_disc_real_1: 0.14218953251838684 (0.13426222503185273) | > loss_disc_real_2: 0.2355700135231018 (0.19481660127639772) | > loss_disc_real_3: 0.25143271684646606 (0.25495907813310625) | > loss_disc_real_4: 0.22399292886257172 (0.24081666320562362) | > loss_disc_real_5: 0.266947478055954 (0.2502731174230576) | > loss_0: 2.3566579818725586 (2.3365623235702513) | > loss_gen: 2.416109800338745 (2.312481498718262) | > loss_kl: 3.125765323638916 (3.084095573425293) | > loss_feat: 6.6253886222839355 (7.097823572158814) | > loss_mel: 17.89954376220703 (18.08555269241333) | > loss_duration: 2.411984920501709 (2.370437479019165) | > loss_1: 32.478790283203125 (32.95039043426514)  --> STEP: 11 | > loss_disc: 2.5076332092285156 (2.3521142222664575) | > loss_disc_real_0: 0.10962030291557312 (0.11846760897473856) | > loss_disc_real_1: 0.1495928019285202 (0.13565591384064069) | > loss_disc_real_2: 0.19166432321071625 (0.19453003054315393) | > loss_disc_real_3: 0.2561013698577881 (0.25506292283535004) | > loss_disc_real_4: 0.24264247715473175 (0.2409826462919062) | > loss_disc_real_5: 0.2531737983226776 (0.25053681568665936) | > loss_0: 2.5076332092285156 (2.3521142222664575) | > loss_gen: 2.08064866065979 (2.2914057861674917) | > loss_kl: 3.3863272666931152 (3.111571181904186) | > loss_feat: 4.700549602508545 (6.87988957491788) | > loss_mel: 15.164307594299316 (17.81998495622115) | > loss_duration: 2.529604911804199 (2.3849072456359863) | > loss_1: 27.861438751220703 (32.48775846307928)  --> STEP: 12 | > loss_disc: 2.542257785797119 (2.367959519227346) | > loss_disc_real_0: 0.09003615379333496 (0.11609832104295492) | > loss_disc_real_1: 0.1385917365550995 (0.13590056573351225) | > loss_disc_real_2: 0.21655607223510742 (0.19636553401748338) | > loss_disc_real_3: 0.27051565051078796 (0.25635065014163655) | > loss_disc_real_4: 0.2621021866798401 (0.24274260799090067) | > loss_disc_real_5: 0.23415137827396393 (0.24917136256893477) | > loss_0: 2.542257785797119 (2.367959519227346) | > loss_gen: 2.1005263328552246 (2.275499165058136) | > loss_kl: 2.8199079036712646 (3.087265908718109) | > loss_feat: 6.973875999450684 (6.88772177696228) | > loss_mel: 18.9659423828125 (17.915481408437092) | > loss_duration: 2.285573959350586 (2.3766294717788696) | > loss_1: 33.14582824707031 (32.5425976117452)  --> STEP: 13 | > loss_disc: 2.370758056640625 (2.3681747913360596) | > loss_disc_real_0: 0.08553989976644516 (0.11374767325245418) | > loss_disc_real_1: 0.12069559842348099 (0.13473095286350983) | > loss_disc_real_2: 0.21530866622924805 (0.19782269803377298) | > loss_disc_real_3: 0.27308711409568787 (0.25763807044579434) | > loss_disc_real_4: 0.23760566115379333 (0.24234745823420012) | > loss_disc_real_5: 0.2382534295320511 (0.24833152156609756) | > loss_0: 2.370758056640625 (2.3681747913360596) | > loss_gen: 2.355733633041382 (2.2816710472106934) | > loss_kl: 3.175173044204712 (3.0940279960632324) | > loss_feat: 8.315232276916504 (6.997530276958759) | > loss_mel: 17.725128173828125 (17.90083885192871) | > loss_duration: 2.276210308074951 (2.368904920724722) | > loss_1: 33.847476959228516 (32.64297294616699)  --> STEP: 14 | > loss_disc: 2.461853504180908 (2.3748661279678345) | > loss_disc_real_0: 0.14948123693466187 (0.11630007065832615) | > loss_disc_real_1: 0.12653955817222595 (0.13414585324270384) | > loss_disc_real_2: 0.15586858987808228 (0.19482597602265223) | > loss_disc_real_3: 0.29774874448776245 (0.2605031185916492) | > loss_disc_real_4: 0.27000707387924194 (0.24432314506598882) | > loss_disc_real_5: 0.3007865250110626 (0.2520783075264522) | > loss_0: 2.461853504180908 (2.3748661279678345) | > loss_gen: 2.274718761444092 (2.281174455370222) | > loss_kl: 3.2312026023864746 (3.103826182229178) | > loss_feat: 8.165996551513672 (7.080992153712681) | > loss_mel: 18.659772872924805 (17.955048424857004) | > loss_duration: 2.3899500370025635 (2.3704081433159963) | > loss_1: 34.721641540527344 (32.79144927433559)  --> STEP: 15 | > loss_disc: 2.1940722465515137 (2.36281320254008) | > loss_disc_real_0: 0.09989028424024582 (0.1152060848971208) | > loss_disc_real_1: 0.16154389083385468 (0.1359723890821139) | > loss_disc_real_2: 0.1525307446718216 (0.19200629393259686) | > loss_disc_real_3: 0.15896646678447723 (0.25373400847117106) | > loss_disc_real_4: 0.17782914638519287 (0.2398902118206024) | > loss_disc_real_5: 0.24206717312335968 (0.25141089856624604) | > loss_0: 2.1940722465515137 (2.36281320254008) | > loss_gen: 2.3600151538848877 (2.286430501937866) | > loss_kl: 3.6067452430725098 (3.137354119618734) | > loss_feat: 9.000439643859863 (7.208955319722493) | > loss_mel: 18.172351837158203 (17.969535319010415) | > loss_duration: 2.3933258056640625 (2.371935987472534) | > loss_1: 35.53287887573242 (32.97421124776204)  --> STEP: 16 | > loss_disc: 2.599254608154297 (2.3775907903909683) | > loss_disc_real_0: 0.18002140522003174 (0.11925704241730273) | > loss_disc_real_1: 0.18768078088760376 (0.13920416356995702) | > loss_disc_real_2: 0.21134908497333527 (0.193215218372643) | > loss_disc_real_3: 0.29227131605148315 (0.25614259019494057) | > loss_disc_real_4: 0.25536781549453735 (0.24085756205022335) | > loss_disc_real_5: 0.2680906653404236 (0.25245338398963213) | > loss_0: 2.599254608154297 (2.3775907903909683) | > loss_gen: 2.194071054458618 (2.280658036470413) | > loss_kl: 2.4214062690734863 (3.0926073789596558) | > loss_feat: 5.656278133392334 (7.1119129955768585) | > loss_mel: 16.30850601196289 (17.865720987319946) | > loss_duration: 2.375551223754883 (2.372161939740181) | > loss_1: 28.955812454223633 (32.723061323165894)  --> STEP: 17 | > loss_disc: 2.4846370220184326 (2.383887627545525) | > loss_disc_real_0: 0.15213367342948914 (0.12119096188860781) | > loss_disc_real_1: 0.1686149388551712 (0.14093420917496963) | > loss_disc_real_2: 0.292428582906723 (0.19905129863935359) | > loss_disc_real_3: 0.279999703168869 (0.25754594978164225) | > loss_disc_real_4: 0.29089218378067017 (0.2438007750931908) | > loss_disc_real_5: 0.27120551466941833 (0.2535564505002078) | > loss_0: 2.4846370220184326 (2.383887627545525) | > loss_gen: 2.7228596210479736 (2.30666989438674) | > loss_kl: 2.340676784515381 (3.048376167521757) | > loss_feat: 5.587507724761963 (7.0222420972936295) | > loss_mel: 17.58519744873047 (17.849219602697037) | > loss_duration: 2.494371175765991 (2.3793507183299347) | > loss_1: 30.730613708496094 (32.60585852230297)  --> STEP: 18 | > loss_disc: 2.175896167755127 (2.3723325464460583) | > loss_disc_real_0: 0.0925196036696434 (0.1195981086542209) | > loss_disc_real_1: 0.11982568353414536 (0.13976151330603492) | > loss_disc_real_2: 0.127142071723938 (0.19505634158849716) | > loss_disc_real_3: 0.20543602108955383 (0.2546509537431929) | > loss_disc_real_4: 0.20305314660072327 (0.24153701795472038) | > loss_disc_real_5: 0.17714200913906097 (0.24931120375792185) | > loss_0: 2.175896167755127 (2.3723325464460583) | > loss_gen: 2.3376407623291016 (2.308390498161316) | > loss_kl: 2.81901216506958 (3.0356337229410806) | > loss_feat: 8.610086441040039 (7.110455671946208) | > loss_mel: 19.98496437072754 (17.96787208980984) | > loss_duration: 2.2379298210144043 (2.371494001812405) | > loss_1: 35.98963165283203 (32.793845918443466)  --> STEP: 19 | > loss_disc: 2.366119384765625 (2.372005537936562) | > loss_disc_real_0: 0.07246541976928711 (0.11711744081817176) | > loss_disc_real_1: 0.11625222861766815 (0.138524182532963) | > loss_disc_real_2: 0.22156786918640137 (0.19645168514628158) | > loss_disc_real_3: 0.22685809433460236 (0.25318817166905655) | > loss_disc_real_4: 0.2695486843585968 (0.24301131618650337) | > loss_disc_real_5: 0.28195157647132874 (0.25102911811125905) | > loss_0: 2.366119384765625 (2.372005537936562) | > loss_gen: 2.268240213394165 (2.3062773252788342) | > loss_kl: 2.176084518432617 (2.990394291124846) | > loss_feat: 6.008660316467285 (7.052466442710475) | > loss_mel: 16.765995025634766 (17.90461540222168) | > loss_duration: 2.3605153560638428 (2.3709161783519543) | > loss_1: 29.579496383666992 (32.62466962713944)  --> STEP: 20 | > loss_disc: 2.412698984146118 (2.3740402102470397) | > loss_disc_real_0: 0.1516750156879425 (0.11884531956166029) | > loss_disc_real_1: 0.13976243138313293 (0.1385860949754715) | > loss_disc_real_2: 0.2215956598520279 (0.1977088838815689) | > loss_disc_real_3: 0.2693106532096863 (0.253994295746088) | > loss_disc_real_4: 0.21969813108444214 (0.2418456569314003) | > loss_disc_real_5: 0.24095575511455536 (0.2505254499614239) | > loss_0: 2.412698984146118 (2.3740402102470397) | > loss_gen: 2.467768669128418 (2.3143518924713136) | > loss_kl: 2.6480300426483154 (2.9732760787010193) | > loss_feat: 5.283194065093994 (6.9640028238296505) | > loss_mel: 18.655485153198242 (17.942158889770507) | > loss_duration: 2.332136631011963 (2.368977200984955) | > loss_1: 31.386613845825195 (32.56276683807373)  --> STEP: 21 | > loss_disc: 2.177840232849121 (2.364697354180472) | > loss_disc_real_0: 0.1580347716808319 (0.12071148394828751) | > loss_disc_real_1: 0.13646312057971954 (0.13848500095662616) | > loss_disc_real_2: 0.15619094669818878 (0.1957318392537889) | > loss_disc_real_3: 0.2663383185863495 (0.25458210635752904) | > loss_disc_real_4: 0.20068098604679108 (0.23988543450832367) | > loss_disc_real_5: 0.222834512591362 (0.24920683389618284) | > loss_0: 2.177840232849121 (2.364697354180472) | > loss_gen: 2.5487887859344482 (2.325515554064796) | > loss_kl: 2.507697105407715 (2.9511056514013383) | > loss_feat: 6.63039493560791 (6.94811673391433) | > loss_mel: 15.837841987609863 (17.841953323000954) | > loss_duration: 2.189983606338501 (2.3604536964779808) | > loss_1: 29.714704513549805 (32.42714482262021)  --> STEP: 22 | > loss_disc: 2.2767481803894043 (2.3606996644626963) | > loss_disc_real_0: 0.11186065524816513 (0.1203091735528274) | > loss_disc_real_1: 0.15229544043540955 (0.13911274820566177) | > loss_disc_real_2: 0.15371303260326385 (0.19382189349694687) | > loss_disc_real_3: 0.22333358228206635 (0.25316171889955347) | > loss_disc_real_4: 0.2283802330493927 (0.239362470805645) | > loss_disc_real_5: 0.2739971876144409 (0.25033366815610364) | > loss_0: 2.2767481803894043 (2.3606996644626963) | > loss_gen: 2.381443500518799 (2.328057733449069) | > loss_kl: 2.2226779460906982 (2.9179953011599453) | > loss_feat: 6.853544235229492 (6.94381798397411) | > loss_mel: 15.477106094360352 (17.734460267153654) | > loss_duration: 2.210305690765381 (2.353628787127408) | > loss_1: 29.145078659057617 (32.27795999700373)  --> STEP: 23 | > loss_disc: 2.583272933959961 (2.3703767631364907) | > loss_disc_real_0: 0.20786258578300476 (0.12411584364979164) | > loss_disc_real_1: 0.12246259301900864 (0.13838882841493771) | > loss_disc_real_2: 0.27944380044937134 (0.197544585103574) | > loss_disc_real_3: 0.35329946875572205 (0.2575155341106912) | > loss_disc_real_4: 0.2748470902442932 (0.24090528034645578) | > loss_disc_real_5: 0.30034545063972473 (0.25250809348147846) | > loss_0: 2.583272933959961 (2.3703767631364907) | > loss_gen: 2.4849910736083984 (2.3348809221516484) | > loss_kl: 2.486518621444702 (2.8992354455201523) | > loss_feat: 5.491580486297607 (6.880677223205566) | > loss_mel: 16.397912979125977 (17.676349515500277) | > loss_duration: 2.2981033325195312 (2.3512146369270654) | > loss_1: 29.15910530090332 (32.142357618912406)  --> STEP: 24 | > loss_disc: 2.5214898586273193 (2.3766731421152754) | > loss_disc_real_0: 0.09282195568084717 (0.12281193165108562) | > loss_disc_real_1: 0.1067303717136383 (0.13706972605238357) | > loss_disc_real_2: 0.21798212826251984 (0.19839614940186343) | > loss_disc_real_3: 0.25893130898475647 (0.25757452473044395) | > loss_disc_real_4: 0.2828920781612396 (0.2426547302554051) | > loss_disc_real_5: 0.27485981583595276 (0.2534394152462482) | > loss_0: 2.5214898586273193 (2.3766731421152754) | > loss_gen: 2.1341309547424316 (2.3265163401762643) | > loss_kl: 2.74947190284729 (2.892995297908783) | > loss_feat: 5.946299076080322 (6.841744800408681) | > loss_mel: 18.097673416137695 (17.693904678026836) | > loss_duration: 2.4439520835876465 (2.3550786972045894) | > loss_1: 31.37152862548828 (32.1102397441864)  --> STEP: 25 | > loss_disc: 2.3293232917785645 (2.374779148101807) | > loss_disc_real_0: 0.11049583554267883 (0.12231928780674935) | > loss_disc_real_1: 0.13386642932891846 (0.13694159418344498) | > loss_disc_real_2: 0.22386926412582397 (0.19941507399082184) | > loss_disc_real_3: 0.27459535002708435 (0.25825535774230957) | > loss_disc_real_4: 0.20459207892417908 (0.24113222420215608) | > loss_disc_real_5: 0.26874157786369324 (0.254051501750946) | > loss_0: 2.3293232917785645 (2.374779148101807) | > loss_gen: 2.3252968788146973 (2.3264675617218016) | > loss_kl: 2.900247812271118 (2.8932853984832763) | > loss_feat: 8.26587963104248 (6.898710193634034) | > loss_mel: 16.21929168701172 (17.63492015838623) | > loss_duration: 2.393907070159912 (2.3566318321228024) | > loss_1: 32.10462188720703 (32.110015029907224)  --> STEP: 26 | > loss_disc: 2.6958789825439453 (2.3871291417341967) | > loss_disc_real_0: 0.09864212572574615 (0.12140862772671077) | > loss_disc_real_1: 0.11051465570926666 (0.13592517347289965) | > loss_disc_real_2: 0.18122127652168274 (0.1987153125497011) | > loss_disc_real_3: 0.1091376543045044 (0.2525200614562401) | > loss_disc_real_4: 0.1070188358426094 (0.23597401695755812) | > loss_disc_real_5: 0.1532989740371704 (0.2501764045311854) | > loss_0: 2.6958789825439453 (2.3871291417341967) | > loss_gen: 1.7045997381210327 (2.3025495685063873) | > loss_kl: 2.7791759967803955 (2.888896575340858) | > loss_feat: 19.96597671508789 (7.401297367536104) | > loss_mel: 20.18144416809082 (17.732863389528713) | > loss_duration: 2.298008918762207 (2.3543771046858564) | > loss_1: 46.92920684814453 (32.67998394599327) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023609124697171724 (-0.00019001960754394575) | > avg_loss_disc: 2.3871291417341967 (-0.08873068369351911) | > avg_loss_disc_real_0: 0.12140862772671077 (-0.004396476854498538) | > avg_loss_disc_real_1: 0.13592517347289965 (-0.0885485551105096) | > avg_loss_disc_real_2: 0.1987153125497011 (-0.03159323735879019) | > avg_loss_disc_real_3: 0.2525200614562401 (-0.01952110746732122) | > avg_loss_disc_real_4: 0.23597401695755812 (-0.015123741271404118) | > avg_loss_disc_real_5: 0.2501764045311854 (+0.02744054278502092) | > avg_loss_0: 2.3871291417341967 (-0.08873068369351911) | > avg_loss_gen: 2.3025495685063873 (-0.0594285038801341) | > avg_loss_kl: 2.888896575340858 (+0.017586680559012358) | > avg_loss_feat: 7.401297367536104 (+0.5510132771271925) | > avg_loss_mel: 17.732863389528713 (-0.04732883893526818) | > avg_loss_duration: 2.3543771046858564 (+0.013163658288808833) | > avg_loss_1: 32.67998394599327 (+0.4750055899986805)  > EPOCH: 576/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:33:53)   --> TIME: 2024-06-11 16:34:01 -- STEP: 19/330 -- GLOBAL_STEP: 278100 | > loss_disc: 2.2805349826812744 (2.415568627809223) | > loss_disc_real_0: 0.07263354957103729 (0.1039583063439319) | > loss_disc_real_1: 0.18362510204315186 (0.22653491481354363) | > loss_disc_real_2: 0.1754222959280014 (0.2073484353329006) | > loss_disc_real_3: 0.20542293787002563 (0.2288168966770172) | > loss_disc_real_4: 0.21886005997657776 (0.23316139374908648) | > loss_disc_real_5: 0.18403437733650208 (0.22465172410011292) | > loss_0: 2.2805349826812744 (2.415568627809223) | > grad_norm_0: tensor(7.1402, device='cuda:0') (tensor(8.6794, device='cuda:0')) | > loss_gen: 2.430649757385254 (2.469413970646105) | > loss_kl: 1.8178099393844604 (1.9117331818530434) | > loss_feat: 7.874780178070068 (6.718510301489579) | > loss_mel: 16.86697006225586 (17.866518823724043) | > loss_duration: 2.0072431564331055 (2.0764418840408325) | > loss_1: 30.997451782226562 (31.042617998625104) | > grad_norm_1: tensor(50.3404, device='cuda:0') (tensor(101.3115, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3454 (0.3602922590155351) | > loader_time: 0.0039 (0.0031174358568693463)  --> TIME: 2024-06-11 16:34:11 -- STEP: 44/330 -- GLOBAL_STEP: 278125 | > loss_disc: 2.4517312049865723 (2.3683662035248494) | > loss_disc_real_0: 0.1014874279499054 (0.1070281599055637) | > loss_disc_real_1: 0.14980879426002502 (0.21118359911170873) | > loss_disc_real_2: 0.20131729543209076 (0.21082354133779352) | > loss_disc_real_3: 0.22725790739059448 (0.22576720335266806) | > loss_disc_real_4: 0.25177326798439026 (0.23005439137870615) | > loss_disc_real_5: 0.24203738570213318 (0.2210313728587194) | > loss_0: 2.4517312049865723 (2.3683662035248494) | > grad_norm_0: tensor(6.5080, device='cuda:0') (tensor(8.3356, device='cuda:0')) | > loss_gen: 2.3638103008270264 (2.4843688986518173) | > loss_kl: 2.092313528060913 (1.9391120916063136) | > loss_feat: 7.155731201171875 (7.009993076324463) | > loss_mel: 17.266525268554688 (17.760592330585826) | > loss_duration: 1.9324411153793335 (2.0269649055871097) | > loss_1: 30.810821533203125 (31.22103114561601) | > grad_norm_1: tensor(84.5728, device='cuda:0') (tensor(90.2040, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3629 (0.3596580624580383) | > loader_time: 0.0034 (0.0033454732461409135)  --> TIME: 2024-06-11 16:34:20 -- STEP: 69/330 -- GLOBAL_STEP: 278150 | > loss_disc: 2.336751937866211 (2.365782305814218) | > loss_disc_real_0: 0.11295446008443832 (0.10865248523760533) | > loss_disc_real_1: 0.19237478077411652 (0.20542813491994055) | > loss_disc_real_2: 0.2113771289587021 (0.21177094505316968) | > loss_disc_real_3: 0.23470531404018402 (0.22627467845661053) | > loss_disc_real_4: 0.1999950259923935 (0.23015951246455096) | > loss_disc_real_5: 0.21811546385288239 (0.2223813170972078) | > loss_0: 2.336751937866211 (2.365782305814218) | > grad_norm_0: tensor(11.5309, device='cuda:0') (tensor(8.7030, device='cuda:0')) | > loss_gen: 2.392003059387207 (2.474431127741717) | > loss_kl: 2.0269670486450195 (1.932670639908832) | > loss_feat: 7.200468063354492 (7.021554552990457) | > loss_mel: 16.788665771484375 (17.746269696000695) | > loss_duration: 1.9652464389801025 (2.0122365398683417) | > loss_1: 30.373350143432617 (31.18716253750566) | > grad_norm_1: tensor(126.2827, device='cuda:0') (tensor(91.3975, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3799 (0.3649602109107418) | > loader_time: 0.0039 (0.0035641020622806273)  --> TIME: 2024-06-11 16:34:30 -- STEP: 94/330 -- GLOBAL_STEP: 278175 | > loss_disc: 2.256467819213867 (2.3634212194605078) | > loss_disc_real_0: 0.11752895265817642 (0.10970586284678033) | > loss_disc_real_1: 0.18868839740753174 (0.20390108481366584) | > loss_disc_real_2: 0.19276373088359833 (0.21069838138336824) | > loss_disc_real_3: 0.22568847239017487 (0.22742342156298617) | > loss_disc_real_4: 0.20277594029903412 (0.23255786299705505) | > loss_disc_real_5: 0.20192305743694305 (0.2229391593248286) | > loss_0: 2.256467819213867 (2.3634212194605078) | > grad_norm_0: tensor(4.9587, device='cuda:0') (tensor(8.4003, device='cuda:0')) | > loss_gen: 2.5169432163238525 (2.4701834435158587) | > loss_kl: 1.9780707359313965 (1.9327590148499671) | > loss_feat: 7.352114200592041 (6.995419862422537) | > loss_mel: 17.661447525024414 (17.650238138564088) | > loss_duration: 2.0161242485046387 (2.0084251178071866) | > loss_1: 31.524700164794922 (31.057025686223458) | > grad_norm_1: tensor(78.7415, device='cuda:0') (tensor(90.7690, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3634 (0.3684513010877242) | > loader_time: 0.0035 (0.003707550941629613)  --> TIME: 2024-06-11 16:34:40 -- STEP: 119/330 -- GLOBAL_STEP: 278200 | > loss_disc: 2.3335492610931396 (2.3600722801785508) | > loss_disc_real_0: 0.11051328480243683 (0.11101881746484452) | > loss_disc_real_1: 0.23116062581539154 (0.20204619662601406) | > loss_disc_real_2: 0.19834040105342865 (0.21091237088211437) | > loss_disc_real_3: 0.21520139276981354 (0.22750957134891958) | > loss_disc_real_4: 0.23272433876991272 (0.23181307591310069) | > loss_disc_real_5: 0.26040780544281006 (0.22278197472836792) | > loss_0: 2.3335492610931396 (2.3600722801785508) | > grad_norm_0: tensor(7.3577, device='cuda:0') (tensor(8.7367, device='cuda:0')) | > loss_gen: 2.5087873935699463 (2.4762280327933177) | > loss_kl: 1.8768980503082275 (1.9495709353134412) | > loss_feat: 6.801161766052246 (7.017408935963607) | > loss_mel: 17.819995880126953 (17.649005537273496) | > loss_duration: 1.9966506958007812 (2.0089306580920194) | > loss_1: 31.00349235534668 (31.101144133495684) | > grad_norm_1: tensor(69.0561, device='cuda:0') (tensor(94.1033, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3825 (0.37273977183494234) | > loader_time: 0.006 (0.0038398414098915934)  --> TIME: 2024-06-11 16:34:49 -- STEP: 144/330 -- GLOBAL_STEP: 278225 | > loss_disc: 2.3575100898742676 (2.359658079014884) | > loss_disc_real_0: 0.08452312648296356 (0.11257986667462522) | > loss_disc_real_1: 0.17529310286045074 (0.20109193803121647) | > loss_disc_real_2: 0.2195163071155548 (0.21066047592709458) | > loss_disc_real_3: 0.23503658175468445 (0.22773643986632428) | > loss_disc_real_4: 0.2384411096572876 (0.23075329326093197) | > loss_disc_real_5: 0.2135039120912552 (0.22185242031183508) | > loss_0: 2.3575100898742676 (2.359658079014884) | > grad_norm_0: tensor(37.2575, device='cuda:0') (tensor(10.3919, device='cuda:0')) | > loss_gen: 2.4946022033691406 (2.4733524206611843) | > loss_kl: 1.977966070175171 (1.9530275497171614) | > loss_feat: 7.106174945831299 (6.986093958218893) | > loss_mel: 17.645545959472656 (17.63231576813591) | > loss_duration: 2.0051064491271973 (2.0137088505758194) | > loss_1: 31.229394912719727 (31.05849856800503) | > grad_norm_1: tensor(353.1042, device='cuda:0') (tensor(112.2494, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3868 (0.37369840343793215) | > loader_time: 0.0046 (0.003923356533050536)  --> TIME: 2024-06-11 16:34:59 -- STEP: 169/330 -- GLOBAL_STEP: 278250 | > loss_disc: 2.366544246673584 (2.357720715054393) | > loss_disc_real_0: 0.0917849987745285 (0.11271431107492842) | > loss_disc_real_1: 0.1632349044084549 (0.20078650187458505) | > loss_disc_real_2: 0.2067217081785202 (0.2106050198247447) | > loss_disc_real_3: 0.1997135579586029 (0.2276452742737426) | > loss_disc_real_4: 0.19228701293468475 (0.23044149101485867) | > loss_disc_real_5: 0.1980619579553604 (0.2216105427615036) | > loss_0: 2.366544246673584 (2.357720715054393) | > grad_norm_0: tensor(11.3007, device='cuda:0') (tensor(12.7567, device='cuda:0')) | > loss_gen: 2.495835781097412 (2.4796530241091572) | > loss_kl: 2.1071319580078125 (1.9612516122456838) | > loss_feat: 7.66579532623291 (7.005591451769044) | > loss_mel: 17.57298469543457 (17.61129574521758) | > loss_duration: 2.0578856468200684 (2.018220546682912) | > loss_1: 31.899635314941406 (31.076012436454818) | > grad_norm_1: tensor(289.6671, device='cuda:0') (tensor(144.8223, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3752 (0.374316634511101) | > loader_time: 0.0044 (0.004002432851396366)  --> TIME: 2024-06-11 16:35:09 -- STEP: 194/330 -- GLOBAL_STEP: 278275 | > loss_disc: 2.3065991401672363 (2.357187800800677) | > loss_disc_real_0: 0.09624836593866348 (0.11392938103718855) | > loss_disc_real_1: 0.19848139584064484 (0.20022560279701165) | > loss_disc_real_2: 0.2699863612651825 (0.21113397134948023) | > loss_disc_real_3: 0.2304336577653885 (0.22844459377613263) | > loss_disc_real_4: 0.21092824637889862 (0.23022784546171268) | > loss_disc_real_5: 0.18538308143615723 (0.2214749570667129) | > loss_0: 2.3065991401672363 (2.357187800800677) | > grad_norm_0: tensor(8.6093, device='cuda:0') (tensor(16.5283, device='cuda:0')) | > loss_gen: 2.5814690589904785 (2.4937042538652707) | > loss_kl: 2.028114080429077 (1.9635810409624552) | > loss_feat: 6.672921657562256 (7.021608293670969) | > loss_mel: 16.68714141845703 (17.587717213581502) | > loss_duration: 2.0577478408813477 (2.0254329406109064) | > loss_1: 30.027393341064453 (31.0920437881627) | > grad_norm_1: tensor(333.1732, device='cuda:0') (tensor(176.3772, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3881 (0.37575305491378613) | > loader_time: 0.0049 (0.004112523855622277)  --> TIME: 2024-06-11 16:35:19 -- STEP: 219/330 -- GLOBAL_STEP: 278300 | > loss_disc: 2.323866844177246 (2.361342101336613) | > loss_disc_real_0: 0.10697481036186218 (0.11408322736552862) | > loss_disc_real_1: 0.21203814446926117 (0.20016826144908656) | > loss_disc_real_2: 0.18444028496742249 (0.21114476875627422) | > loss_disc_real_3: 0.22423386573791504 (0.228799101356502) | > loss_disc_real_4: 0.22074556350708008 (0.23082314295583664) | > loss_disc_real_5: 0.19729948043823242 (0.22207687727120368) | > loss_0: 2.323866844177246 (2.361342101336613) | > grad_norm_0: tensor(17.5700, device='cuda:0') (tensor(19.3706, device='cuda:0')) | > loss_gen: 2.680116891860962 (2.4951798643695704) | > loss_kl: 2.082373857498169 (1.9682315996248427) | > loss_feat: 6.589876651763916 (7.011581671292379) | > loss_mel: 17.880695343017578 (17.545782219873704) | > loss_duration: 2.1103904247283936 (2.0328526692847686) | > loss_1: 31.34345245361328 (31.053628085410757) | > grad_norm_1: tensor(256.5248, device='cuda:0') (tensor(204.7328, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.3984 (0.37816901947265336) | > loader_time: 0.0062 (0.00426774373337558)  --> TIME: 2024-06-11 16:35:30 -- STEP: 244/330 -- GLOBAL_STEP: 278325 | > loss_disc: 2.3877739906311035 (2.3623349256202815) | > loss_disc_real_0: 0.0852941945195198 (0.11574376676781256) | > loss_disc_real_1: 0.24617013335227966 (0.20026728174969793) | > loss_disc_real_2: 0.2222941666841507 (0.2110647895052785) | > loss_disc_real_3: 0.24446463584899902 (0.2289478740975505) | > loss_disc_real_4: 0.23518183827400208 (0.23094033743025827) | > loss_disc_real_5: 0.2164938598871231 (0.22187946797882924) | > loss_0: 2.3877739906311035 (2.3623349256202815) | > grad_norm_0: tensor(19.0343, device='cuda:0') (tensor(21.9774, device='cuda:0')) | > loss_gen: 2.5390143394470215 (2.49368099404163) | > loss_kl: 1.9079452753067017 (1.969922238197483) | > loss_feat: 6.977110862731934 (6.997571865066153) | > loss_mel: 17.231279373168945 (17.50337080877334) | > loss_duration: 2.045570135116577 (2.0415332639803663) | > loss_1: 30.7009220123291 (31.006079236014944) | > grad_norm_1: tensor(481.1224, device='cuda:0') (tensor(227.3625, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.4363 (0.38361593543506045) | > loader_time: 0.0056 (0.004415121234831259)  --> TIME: 2024-06-11 16:35:41 -- STEP: 269/330 -- GLOBAL_STEP: 278350 | > loss_disc: 2.3048412799835205 (2.3623177500019277) | > loss_disc_real_0: 0.12631146609783173 (0.11666958707083558) | > loss_disc_real_1: 0.17956651747226715 (0.1996999414547668) | > loss_disc_real_2: 0.21882031857967377 (0.21089238820244388) | > loss_disc_real_3: 0.2144620716571808 (0.22899791160702263) | > loss_disc_real_4: 0.20033374428749084 (0.23127187910354713) | > loss_disc_real_5: 0.19963276386260986 (0.22179933052967032) | > loss_0: 2.3048412799835205 (2.3623177500019277) | > grad_norm_0: tensor(59.2390, device='cuda:0') (tensor(23.4402, device='cuda:0')) | > loss_gen: 2.4697253704071045 (2.494809608034041) | > loss_kl: 1.9425047636032104 (1.9732214358659481) | > loss_feat: 7.297784805297852 (7.02545225575954) | > loss_mel: 16.838661193847656 (17.484402163764344) | > loss_duration: 2.1531829833984375 (2.0498206367279974) | > loss_1: 30.701858520507812 (31.02770618169281) | > grad_norm_1: tensor(414.9300, device='cuda:0') (tensor(243.6657, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.4458 (0.3884163124410635) | > loader_time: 0.0062 (0.0045553530015909945)  --> TIME: 2024-06-11 16:35:53 -- STEP: 294/330 -- GLOBAL_STEP: 278375 | > loss_disc: 2.3987956047058105 (2.367117549286406) | > loss_disc_real_0: 0.07646769285202026 (0.1183887668156705) | > loss_disc_real_1: 0.23753945529460907 (0.20011228870372377) | > loss_disc_real_2: 0.23434209823608398 (0.21121513879015333) | > loss_disc_real_3: 0.21734294295310974 (0.2290239321942232) | > loss_disc_real_4: 0.2056591957807541 (0.23088179371592138) | > loss_disc_real_5: 0.17967075109481812 (0.22171218622298466) | > loss_0: 2.3987956047058105 (2.367117549286406) | > grad_norm_0: tensor(62.2500, device='cuda:0') (tensor(26.6269, device='cuda:0')) | > loss_gen: 2.501589059829712 (2.491865525440293) | > loss_kl: 2.047011137008667 (1.9791401340847923) | > loss_feat: 7.163265228271484 (7.015611093871447) | > loss_mel: 16.837303161621094 (17.429234316559864) | > loss_duration: 2.19862699508667 (2.0595515350095273) | > loss_1: 30.7477970123291 (30.975402708767223) | > grad_norm_1: tensor(516.0378, device='cuda:0') (tensor(263.7211, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.4847 (0.39432830956517423) | > loader_time: 0.0066 (0.004724770176167388)  --> TIME: 2024-06-11 16:36:06 -- STEP: 319/330 -- GLOBAL_STEP: 278400 | > loss_disc: 2.3316352367401123 (2.374113705464665) | > loss_disc_real_0: 0.10536910593509674 (0.12143030718295926) | > loss_disc_real_1: 0.1849677711725235 (0.20039535937451272) | > loss_disc_real_2: 0.18741899728775024 (0.21194036300279503) | > loss_disc_real_3: 0.22449614107608795 (0.22920620520847346) | > loss_disc_real_4: 0.17605769634246826 (0.23113118541838606) | > loss_disc_real_5: 0.23650336265563965 (0.22206118917764167) | > loss_0: 2.3316352367401123 (2.374113705464665) | > grad_norm_0: tensor(52.2456, device='cuda:0') (tensor(28.1555, device='cuda:0')) | > loss_gen: 2.26812744140625 (2.4882427405414154) | > loss_kl: 1.9862573146820068 (1.981405715209937) | > loss_feat: 7.955848693847656 (7.049647994923367) | > loss_mel: 17.19900894165039 (17.402230699234238) | > loss_duration: 2.2424306869506836 (2.073239463997485) | > loss_1: 31.65167236328125 (30.99476669574606) | > grad_norm_1: tensor(395.5431, device='cuda:0') (tensor(272.0454, device='cuda:0')) | > current_lr_0: 0.00018610534161651906 | > current_lr_1: 0.00018610534161651906 | > step_time: 0.5532 (0.4035370514310638) | > loader_time: 0.0074 (0.004952099629704105)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3307974338531494 (2.3307974338531494) | > loss_disc_real_0: 0.11291041970252991 (0.11291041970252991) | > loss_disc_real_1: 0.3059026598930359 (0.3059026598930359) | > loss_disc_real_2: 0.2823338210582733 (0.2823338210582733) | > loss_disc_real_3: 0.25181299448013306 (0.25181299448013306) | > loss_disc_real_4: 0.25095412135124207 (0.25095412135124207) | > loss_disc_real_5: 0.16155478358268738 (0.16155478358268738) | > loss_0: 2.3307974338531494 (2.3307974338531494) | > loss_gen: 2.6877479553222656 (2.6877479553222656) | > loss_kl: 2.456362724304199 (2.456362724304199) | > loss_feat: 7.268152236938477 (7.268152236938477) | > loss_mel: 15.57337474822998 (15.57337474822998) | > loss_duration: 2.9262866973876953 (2.9262866973876953) | > loss_1: 30.911924362182617 (30.911924362182617)  --> STEP: 1 | > loss_disc: 2.2201802730560303 (2.2201802730560303) | > loss_disc_real_0: 0.06297139078378677 (0.06297139078378677) | > loss_disc_real_1: 0.1545424461364746 (0.1545424461364746) | > loss_disc_real_2: 0.19569644331932068 (0.19569644331932068) | > loss_disc_real_3: 0.24207939207553864 (0.24207939207553864) | > loss_disc_real_4: 0.2588330805301666 (0.2588330805301666) | > loss_disc_real_5: 0.2706584334373474 (0.2706584334373474) | > loss_0: 2.2201802730560303 (2.2201802730560303) | > loss_gen: 2.477804660797119 (2.477804660797119) | > loss_kl: 2.9721314907073975 (2.9721314907073975) | > loss_feat: 7.803254127502441 (7.803254127502441) | > loss_mel: 19.073505401611328 (19.073505401611328) | > loss_duration: 2.4418601989746094 (2.4418601989746094) | > loss_1: 34.768558502197266 (34.768558502197266)  --> STEP: 2 | > loss_disc: 2.41131329536438 (2.315746784210205) | > loss_disc_real_0: 0.06064850091934204 (0.06180994585156441) | > loss_disc_real_1: 0.24485383927822113 (0.19969814270734787) | > loss_disc_real_2: 0.28306496143341064 (0.23938070237636566) | > loss_disc_real_3: 0.2647887170314789 (0.25343405455350876) | > loss_disc_real_4: 0.2874084711074829 (0.27312077581882477) | > loss_disc_real_5: 0.22831518948078156 (0.24948681145906448) | > loss_0: 2.41131329536438 (2.315746784210205) | > loss_gen: 2.456749200820923 (2.467276930809021) | > loss_kl: 3.2518808841705322 (3.112006187438965) | > loss_feat: 5.589184761047363 (6.696219444274902) | > loss_mel: 17.402036666870117 (18.237771034240723) | > loss_duration: 2.442375659942627 (2.442117929458618) | > loss_1: 31.142227172851562 (32.955392837524414)  --> STEP: 3 | > loss_disc: 2.2743871212005615 (2.3019602298736572) | > loss_disc_real_0: 0.09672339260578156 (0.07344776143630345) | > loss_disc_real_1: 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loss_disc_real_4: 0.19396179914474487 (0.24690141156315804) | > loss_disc_real_5: 0.18384166061878204 (0.22557200863957405) | > loss_0: 2.308926820755005 (2.303701877593994) | > loss_gen: 2.466116189956665 (2.422879457473755) | > loss_kl: 3.572425603866577 (3.1954516172409058) | > loss_feat: 5.793622016906738 (6.3545002937316895) | > loss_mel: 17.769630432128906 (17.545660734176636) | > loss_duration: 2.365879535675049 (2.3923838138580322) | > loss_1: 31.96767234802246 (31.910876274108887)  --> STEP: 5 | > loss_disc: 2.4318645000457764 (2.3293344020843505) | > loss_disc_real_0: 0.2130306363105774 (0.11132127195596694) | > loss_disc_real_1: 0.2796857953071594 (0.21729815006256104) | > loss_disc_real_2: 0.22288383543491364 (0.20810212790966034) | > loss_disc_real_3: 0.27540838718414307 (0.25309709906578065) | > loss_disc_real_4: 0.2723623514175415 (0.2519935995340347) | > loss_disc_real_5: 0.23239517211914062 (0.22693664133548735) | > loss_0: 2.4318645000457764 (2.3293344020843505) | > loss_gen: 2.654235363006592 (2.4691506385803224) | > loss_kl: 3.2981534004211426 (3.215991973876953) | > loss_feat: 5.327354907989502 (6.149071216583252) | > loss_mel: 19.224048614501953 (17.8813383102417) | > loss_duration: 2.371401786804199 (2.3881874084472656) | > loss_1: 32.87519454956055 (32.10373992919922)  --> STEP: 6 | > loss_disc: 2.52803635597229 (2.3624513943990073) | > loss_disc_real_0: 0.11925423890352249 (0.11264343311389287) | > loss_disc_real_1: 0.318450003862381 (0.23415679236253104) | > loss_disc_real_2: 0.2484591007232666 (0.21482829004526138) | > loss_disc_real_3: 0.2650955319404602 (0.25509683787822723) | > loss_disc_real_4: 0.22639207541942596 (0.2477266788482666) | > loss_disc_real_5: 0.1862080991268158 (0.22014855096737543) | > loss_0: 2.52803635597229 (2.3624513943990073) | > loss_gen: 2.4146506786346436 (2.460067311922709) | > loss_kl: 2.6951847076416016 (3.129190762837728) | > loss_feat: 5.282256603240967 (6.004602114359538) | > loss_mel: 18.72736930847168 (18.02234347661336) | > loss_duration: 2.1866326332092285 (2.3545949459075928) | > loss_1: 31.306093215942383 (31.97079881032308)  --> STEP: 7 | > loss_disc: 2.6604785919189453 (2.405026708330427) | > loss_disc_real_0: 0.127615824341774 (0.11478234614644732) | > loss_disc_real_1: 0.2970825135707855 (0.24314618110656738) | > loss_disc_real_2: 0.20435220003128052 (0.21333170575754984) | > loss_disc_real_3: 0.2997758388519287 (0.2614795523030417) | > loss_disc_real_4: 0.30854105949401855 (0.2564144475119455) | > loss_disc_real_5: 0.2565913498401642 (0.22535466509205954) | > loss_0: 2.6604785919189453 (2.405026708330427) | > loss_gen: 2.1798455715179443 (2.4200356347220287) | > loss_kl: 4.301465034484863 (3.296658515930176) | > loss_feat: 4.592464923858643 (5.802868230002267) | > loss_mel: 16.79977798461914 (17.84769126347133) | > loss_duration: 2.5773403644561768 (2.386415719985962) | > loss_1: 30.450895309448242 (31.75366973876953)  --> STEP: 8 | > loss_disc: 2.1117327213287354 (2.3683649599552155) | > loss_disc_real_0: 0.0748317688703537 (0.10978852398693562) | > loss_disc_real_1: 0.18719086050987244 (0.23615176603198051) | > loss_disc_real_2: 0.17444132268428802 (0.2084704078733921) | > loss_disc_real_3: 0.2628576457500458 (0.26165181398391724) | > loss_disc_real_4: 0.2615062892436981 (0.25705092772841454) | > loss_disc_real_5: 0.2138536274433136 (0.2239170353859663) | > loss_0: 2.1117327213287354 (2.3683649599552155) | > loss_gen: 2.6126649379730225 (2.4441142976284027) | > loss_kl: 3.05255389213562 (3.2661454379558563) | > loss_feat: 8.322942733764648 (6.117877542972565) | > loss_mel: 20.52509307861328 (18.182366490364075) | > loss_duration: 2.3165202140808105 (2.377678781747818) | > loss_1: 36.82977294921875 (32.388182640075684)  --> STEP: 9 | > loss_disc: 2.308103561401367 (2.361669249004788) | > loss_disc_real_0: 0.1611667275428772 (0.11549721327092913) | > loss_disc_real_1: 0.22234319150447845 (0.23461747997336918) | > loss_disc_real_2: 0.23211289942264557 (0.2110973513788647) | > loss_disc_real_3: 0.2638101875782013 (0.261891633272171) | > loss_disc_real_4: 0.2425985485315323 (0.25544510781764984) | > loss_disc_real_5: 0.26154625415802 (0.22809805969397226) | > loss_0: 2.308103561401367 (2.361669249004788) | > loss_gen: 2.7229080200195312 (2.4750913778940835) | > loss_kl: 3.260451078414917 (3.2655127313401966) | > loss_feat: 8.873332023620605 (6.424039151933458) | > loss_mel: 18.857938766479492 (18.25743007659912) | > loss_duration: 2.133389949798584 (2.350535578197903) | > loss_1: 35.848018646240234 (32.77260886298286)  --> STEP: 10 | > loss_disc: 2.6189560890197754 (2.3873979330062864) | > loss_disc_real_0: 0.1901971697807312 (0.12296720892190934) | > loss_disc_real_1: 0.31073006987571716 (0.24222873896360397) | > loss_disc_real_2: 0.25653254985809326 (0.21564087122678757) | > loss_disc_real_3: 0.25418245792388916 (0.26112071573734286) | > loss_disc_real_4: 0.1961357593536377 (0.24951417297124862) | > loss_disc_real_5: 0.17321814596652985 (0.22261006832122804) | > loss_0: 2.6189560890197754 (2.3873979330062864) | > loss_gen: 2.204695463180542 (2.4480517864227296) | > loss_kl: 2.791411876678467 (3.2181026458740236) | > loss_feat: 4.9802350997924805 (6.2796587467193605) | > loss_mel: 16.06606101989746 (18.038293170928956) | > loss_duration: 2.374199628829956 (2.352901983261108) | > loss_1: 28.416601181030273 (32.3370080947876)  --> STEP: 11 | > loss_disc: 2.3868956565856934 (2.3873522715135054) | > loss_disc_real_0: 0.09452258050441742 (0.12038133361122826) | > loss_disc_real_1: 0.2760172486305237 (0.24530042166059668) | > loss_disc_real_2: 0.19037112593650818 (0.213343621654944) | > loss_disc_real_3: 0.24572058022022247 (0.2597207034176046) | > loss_disc_real_4: 0.26109805703163147 (0.25056725334037433) | > loss_disc_real_5: 0.2292284518480301 (0.22321173955093732) | > loss_0: 2.3868956565856934 (2.3873522715135054) | > loss_gen: 2.3869807720184326 (2.442499876022339) | > loss_kl: 3.6461172103881836 (3.257013060829856) | > loss_feat: 6.644852161407471 (6.3128581480546435) | > loss_mel: 16.544919967651367 (17.902531970630992) | > loss_duration: 2.483245849609375 (2.3647514256564053) | > loss_1: 31.70611572265625 (32.279654242775656)  --> STEP: 12 | > loss_disc: 2.514882802963257 (2.397979815800985) | > loss_disc_real_0: 0.048123739659786224 (0.11435986744860809) | > loss_disc_real_1: 0.18782781064510345 (0.24051103740930557) | > loss_disc_real_2: 0.3040695786476135 (0.22090411807099977) | > loss_disc_real_3: 0.2727930545806885 (0.2608100660145283) | > loss_disc_real_4: 0.26085662841796875 (0.2514247012635072) | > loss_disc_real_5: 0.20333969593048096 (0.22155573591589928) | > loss_0: 2.514882802963257 (2.397979815800985) | > loss_gen: 2.127455472946167 (2.416246175765991) | > loss_kl: 2.825638771057129 (3.2210652033487954) | > loss_feat: 5.249101161956787 (6.224211732546489) | > loss_mel: 17.064393997192383 (17.83268713951111) | > loss_duration: 2.265392541885376 (2.356471518675486) | > loss_1: 29.531980514526367 (32.05068143208822)  --> STEP: 13 | > loss_disc: 2.3230485916137695 (2.3922158754788914) | > loss_disc_real_0: 0.07148970663547516 (0.11106216277067478) | > loss_disc_real_1: 0.16937540471553802 (0.23503906566363114) | > loss_disc_real_2: 0.2751798629760742 (0.22507917537139013) | > loss_disc_real_3: 0.23110193014144897 (0.2585248247935222) | > loss_disc_real_4: 0.21436162292957306 (0.24857369523781997) | > loss_disc_real_5: 0.19001568853855133 (0.21912957842533404) | > loss_0: 2.3230485916137695 (2.3922158754788914) | > loss_gen: 2.312072277069092 (2.408232798943153) | > loss_kl: 3.33614444732666 (3.2299174528855543) | > loss_feat: 7.153499603271484 (6.295695414909949) | > loss_mel: 16.731332778930664 (17.747967573312614) | > loss_duration: 2.298795700073242 (2.3520349172445445) | > loss_1: 31.831846237182617 (32.033847955557015)  --> STEP: 14 | > loss_disc: 2.257850170135498 (2.38261832509722) | > loss_disc_real_0: 0.0944613516330719 (0.10987639054656029) | > loss_disc_real_1: 0.1941738873720169 (0.23212012435708726) | > loss_disc_real_2: 0.2175142765045166 (0.22453882545232773) | > loss_disc_real_3: 0.234334334731102 (0.25679693264620645) | > loss_disc_real_4: 0.17229607701301575 (0.24312529393604823) | > loss_disc_real_5: 0.17007914185523987 (0.21562597581318446) | > loss_0: 2.257850170135498 (2.38261832509722) | > loss_gen: 2.439846992492676 (2.4104909556252614) | > loss_kl: 4.017395973205566 (3.286165918622698) | > loss_feat: 7.8955817222595215 (6.409973008292062) | > loss_mel: 20.511337280273438 (17.945351123809818) | > loss_duration: 2.371549367904663 (2.35342880657741) | > loss_1: 37.23571014404297 (32.40540954044887)  --> STEP: 15 | > loss_disc: 2.3941473960876465 (2.3833869298299155) | > loss_disc_real_0: 0.1535150557756424 (0.11278563489516576) | > loss_disc_real_1: 0.3502225875854492 (0.23999362190564474) | > loss_disc_real_2: 0.17006058990955353 (0.22090694308280945) | > loss_disc_real_3: 0.2530614733695984 (0.2565479020277659) | > loss_disc_real_4: 0.172541081905365 (0.23841967980066936) | > loss_disc_real_5: 0.18656302988529205 (0.2136884460846583) | > loss_0: 2.3941473960876465 (2.3833869298299155) | > loss_gen: 2.529306173324585 (2.41841197013855) | > loss_kl: 3.657066822052002 (3.3108926455179852) | > loss_feat: 8.793964385986328 (6.568905766805013) | > loss_mel: 18.447246551513672 (17.978810818990077) | > loss_duration: 2.314884662628174 (2.350859196980794) | > loss_1: 35.74246597290039 (32.62787996927897)  --> STEP: 16 | > loss_disc: 2.611140489578247 (2.397621527314186) | > loss_disc_real_0: 0.19465424120426178 (0.11790242278948426) | > loss_disc_real_1: 0.2710125148296356 (0.24193230271339417) | > loss_disc_real_2: 0.21146981418132782 (0.22031712252646685) | > loss_disc_real_3: 0.24180084466934204 (0.2556262109428644) | > loss_disc_real_4: 0.27983471751213074 (0.2410081196576357) | > loss_disc_real_5: 0.22426702082157135 (0.21434960700571537) | > loss_0: 2.611140489578247 (2.397621527314186) | > loss_gen: 2.346742868423462 (2.413932651281357) | > loss_kl: 2.921356201171875 (3.286546617746353) | > loss_feat: 7.066922187805176 (6.600031793117523) | > loss_mel: 16.678686141967773 (17.89755302667618) | > loss_duration: 2.4010400772094727 (2.3539955019950867) | > loss_1: 31.414749145507812 (32.552059292793274)  --> STEP: 17 | > loss_disc: 2.438840389251709 (2.4000461662516877) | > loss_disc_real_0: 0.1753062754869461 (0.12127912000698202) | > loss_disc_real_1: 0.22566354274749756 (0.2409753168330473) | > loss_disc_real_2: 0.24421389400959015 (0.22172281496665058) | > loss_disc_real_3: 0.2595822811126709 (0.255858920952853) | > loss_disc_real_4: 0.27166590094566345 (0.24281151855693145) | > loss_disc_real_5: 0.28428399562835693 (0.21846339457175312) | > loss_0: 2.438840389251709 (2.4000461662516877) | > loss_gen: 2.5500307083129883 (2.421938419342041) | > loss_kl: 2.4789435863494873 (3.239040557075949) | > loss_feat: 5.5976176261901855 (6.541066253886504) | > loss_mel: 15.248233795166016 (17.74171071894029) | > loss_duration: 2.4808030128479004 (2.36145476733937) | > loss_1: 28.355627059936523 (32.30521033791935)  --> STEP: 18 | > loss_disc: 2.218963146209717 (2.389985998471578) | > loss_disc_real_0: 0.07203927636146545 (0.11854357313778666) | > loss_disc_real_1: 0.13678686320781708 (0.2351870694094234) | > loss_disc_real_2: 0.18033993244171143 (0.21942376593748728) | > loss_disc_real_3: 0.28598710894584656 (0.257532709174686) | > loss_disc_real_4: 0.2710220515727997 (0.24437877039114633) | > loss_disc_real_5: 0.21650750935077667 (0.21835473428169885) | > loss_0: 2.218963146209717 (2.389985998471578) | > loss_gen: 2.598327159881592 (2.4317377938164606) | > loss_kl: 2.548654556274414 (3.2006857792536416) | > loss_feat: 9.282325744628906 (6.693358447816637) | > loss_mel: 19.294048309326172 (17.82795169618395) | > loss_duration: 2.2124428749084473 (2.353176328870985) | > loss_1: 35.93579864501953 (32.506909688313804)  --> STEP: 19 | > loss_disc: 2.36873197555542 (2.388867365686517) | > loss_disc_real_0: 0.09443274140357971 (0.11727458199388102) | > loss_disc_real_1: 0.1726987510919571 (0.23189821055060938) | > loss_disc_real_2: 0.1483549326658249 (0.21568330102845243) | > loss_disc_real_3: 0.21132239699363708 (0.2551005874809466) | > loss_disc_real_4: 0.2361983209848404 (0.2439482204223934) | > loss_disc_real_5: 0.238523930311203 (0.21941627091483065) | > loss_0: 2.36873197555542 (2.388867365686517) | > loss_gen: 2.2840089797973633 (2.4239625930786133) | > loss_kl: 2.1015396118164062 (3.1428359809674715) | > loss_feat: 6.02891206741333 (6.658387585690147) | > loss_mel: 18.563846588134766 (17.866683006286625) | > loss_duration: 2.3491196632385254 (2.3529628201534876) | > loss_1: 31.327425003051758 (32.44483154698422)  --> STEP: 20 | > loss_disc: 2.202824115753174 (2.3795652031898498) | > loss_disc_real_0: 0.2018275111913681 (0.12150222845375538) | > loss_disc_real_1: 0.2212522178888321 (0.2313659109175205) | > loss_disc_real_2: 0.22354596853256226 (0.21607643440365792) | > loss_disc_real_3: 0.21070502698421478 (0.25288080945611) | > loss_disc_real_4: 0.23590804636478424 (0.24354621171951293) | > loss_disc_real_5: 0.12369749695062637 (0.21463033221662045) | > loss_0: 2.202824115753174 (2.3795652031898498) | > loss_gen: 2.660156726837158 (2.4357722997665405) | > loss_kl: 2.79284930229187 (3.1253366470336914) | > loss_feat: 7.790956974029541 (6.7150160551071165) | > loss_mel: 17.963151931762695 (17.87150645256043) | > loss_duration: 2.272731304168701 (2.3489512443542484) | > loss_1: 33.4798469543457 (32.49658231735229)  --> STEP: 21 | > loss_disc: 2.148489475250244 (2.3685615970974876) | > loss_disc_real_0: 0.1032044067978859 (0.12063090361299969) | > loss_disc_real_1: 0.1652841418981552 (0.22821916001183645) | > loss_disc_real_2: 0.14042121171951294 (0.21247380475203195) | > loss_disc_real_3: 0.24338281154632568 (0.2524285238413584) | > loss_disc_real_4: 0.25912708044052124 (0.24428815784908475) | > loss_disc_real_5: 0.2341364175081253 (0.21555919342097782) | > loss_0: 2.148489475250244 (2.3685615970974876) | > loss_gen: 2.475186824798584 (2.4376491819109236) | > loss_kl: 2.3396852016448975 (3.087924673443749) | > loss_feat: 6.698156833648682 (6.7142132350376675) | > loss_mel: 18.71539306640625 (17.911691529410227) | > loss_duration: 2.131849527359009 (2.338613067354475) | > loss_1: 32.36027145385742 (32.49009132385254)  --> STEP: 22 | > loss_disc: 2.1681957244873047 (2.3594540574333887) | > loss_disc_real_0: 0.20758244395256042 (0.124583246355707) | > loss_disc_real_1: 0.2152005136013031 (0.22762740335681222) | > loss_disc_real_2: 0.1682152897119522 (0.21046205406839197) | > loss_disc_real_3: 0.27895617485046387 (0.25363432615995407) | > loss_disc_real_4: 0.2357213795185089 (0.2438987588340586) | > loss_disc_real_5: 0.17206718027591705 (0.21358228373256596) | > loss_0: 2.1681957244873047 (2.3594540574333887) | > loss_gen: 3.1502838134765625 (2.470041665163907) | > loss_kl: 2.599719285964966 (3.0657335194674404) | > loss_feat: 11.405022621154785 (6.927431843497536) | > loss_mel: 20.358591079711914 (18.02291423624212) | > loss_duration: 2.215350866317749 (2.333010240034624) | > loss_1: 39.72896957397461 (32.819131244312636)  --> STEP: 23 | > loss_disc: 2.5550479888916016 (2.367958141409833) | > loss_disc_real_0: 0.2309214025735855 (0.1292066444521365) | > loss_disc_real_1: 0.22595936059951782 (0.22755487975866898) | > loss_disc_real_2: 0.2571793496608734 (0.21249324083328247) | > loss_disc_real_3: 0.2853981852531433 (0.25501536351183185) | > loss_disc_real_4: 0.26534944772720337 (0.2448313974815866) | > loss_disc_real_5: 0.2721794545650482 (0.2161299868122391) | > loss_0: 2.5550479888916016 (2.367958141409833) | > loss_gen: 2.310377597808838 (2.4630997491919477) | > loss_kl: 2.3493430614471436 (3.0345861082491665) | > loss_feat: 4.909001350402832 (6.83967399597168) | > loss_mel: 17.757884979248047 (18.01139122506846) | > loss_duration: 2.268890380859375 (2.330222420070483) | > loss_1: 29.595497131347656 (32.67897323940112)  --> STEP: 24 | > loss_disc: 2.381070613861084 (2.368504494428635) | > loss_disc_real_0: 0.153768390417099 (0.13023005053400993) | > loss_disc_real_1: 0.23258374631404877 (0.22776441586514315) | > loss_disc_real_2: 0.19939206540584564 (0.21194735852380595) | > loss_disc_real_3: 0.2874929904937744 (0.2563685979694128) | > loss_disc_real_4: 0.2579912841320038 (0.24537972609202066) | > loss_disc_real_5: 0.26162147521972656 (0.21802546549588442) | > loss_0: 2.381070613861084 (2.368504494428635) | > loss_gen: 2.6156017780303955 (2.4694540003935495) | > loss_kl: 2.8456695079803467 (3.026714583237966) | > loss_feat: 5.801075458526611 (6.7963990569114685) | > loss_mel: 17.589496612548828 (17.993812282880143) | > loss_duration: 2.38582706451416 (2.332539280255636) | > loss_1: 31.2376708984375 (32.6189189751943)  --> STEP: 25 | > loss_disc: 2.452012062072754 (2.3718447971344) | > loss_disc_real_0: 0.13320957124233246 (0.13034923136234283) | > loss_disc_real_1: 0.24303048849105835 (0.22837505877017975) | > loss_disc_real_2: 0.21963341534137726 (0.2122548007965088) | > loss_disc_real_3: 0.23237793147563934 (0.2554089713096619) | > loss_disc_real_4: 0.21121688187122345 (0.2440132123231888) | > loss_disc_real_5: 0.21906903386116028 (0.21806720823049544) | > loss_0: 2.452012062072754 (2.3718447971344) | > loss_gen: 2.3163366317749023 (2.463329305648804) | > loss_kl: 2.6777451038360596 (3.01275580406189) | > loss_feat: 7.627306938171387 (6.8296353721618654) | > loss_mel: 14.863773345947266 (17.868610725402828) | > loss_duration: 2.395341396331787 (2.3350513648986824) | > loss_1: 29.880502700805664 (32.50938232421875)  --> STEP: 26 | > loss_disc: 2.168886184692383 (2.364038696655861) | > loss_disc_real_0: 0.08351384103298187 (0.12854787019582894) | > loss_disc_real_1: 0.1524357944726944 (0.22545431783566108) | > loss_disc_real_2: 0.12389588356018066 (0.20885638090280387) | > loss_disc_real_3: 0.18261224031448364 (0.25260909704061657) | > loss_disc_real_4: 0.16829824447631836 (0.24110109817523223) | > loss_disc_real_5: 0.1442311704158783 (0.21522736062224096) | > loss_0: 2.168886184692383 (2.364038696655861) | > loss_gen: 2.296274423599243 (2.456904117877667) | > loss_kl: 2.2339468002319336 (2.982801611606891) | > loss_feat: 9.790675163269043 (6.94352151797368) | > loss_mel: 21.173629760742188 (17.99572684214665) | > loss_duration: 2.288623332977295 (2.3332656713632445) | > loss_1: 37.78314971923828 (32.7122195317195) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023661668484027567 (+5.254378685584302e-06) | > avg_loss_disc: 2.364038696655861 (-0.023090445078335797) | > avg_loss_disc_real_0: 0.12854787019582894 (+0.007139242469118179) | > avg_loss_disc_real_1: 0.22545431783566108 (+0.08952914436276144) | > avg_loss_disc_real_2: 0.20885638090280387 (+0.010141068353102772) | > avg_loss_disc_real_3: 0.25260909704061657 (+8.90355843764512e-05) | > avg_loss_disc_real_4: 0.24110109817523223 (+0.0051270812176741065) | > avg_loss_disc_real_5: 0.21522736062224096 (-0.03494904390894443) | > avg_loss_0: 2.364038696655861 (-0.023090445078335797) | > avg_loss_gen: 2.456904117877667 (+0.15435454937127968) | > avg_loss_kl: 2.982801611606891 (+0.09390503626603319) | > avg_loss_feat: 6.94352151797368 (-0.4577758495624247) | > avg_loss_mel: 17.99572684214665 (+0.2628634526179354) | > avg_loss_duration: 2.3332656713632445 (-0.021111433322611894) | > avg_loss_1: 32.7122195317195 (+0.032235585726226645)  > EPOCH: 577/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:36:35)   --> TIME: 2024-06-11 16:36:41 -- STEP: 14/330 -- GLOBAL_STEP: 278425 | > loss_disc: 2.3903989791870117 (2.2961945874350413) | > loss_disc_real_0: 0.053434114903211594 (0.09898515923746995) | > loss_disc_real_1: 0.16927215456962585 (0.19795911865574972) | > loss_disc_real_2: 0.2279723882675171 (0.20710978976317815) | > loss_disc_real_3: 0.2522328495979309 (0.22278523445129395) | > loss_disc_real_4: 0.2507864832878113 (0.22877026881490434) | > loss_disc_real_5: 0.2108217030763626 (0.22103886093412126) | > loss_0: 2.3903989791870117 (2.2961945874350413) | > grad_norm_0: tensor(9.1443, device='cuda:0') (tensor(5.9370, device='cuda:0')) | > loss_gen: 2.375805616378784 (2.4861935547419955) | > loss_kl: 1.8814003467559814 (1.8564228841236659) | > loss_feat: 7.187043190002441 (7.134613616125924) | > loss_mel: 16.81562042236328 (18.059149605887278) | > loss_duration: 2.0380725860595703 (2.096949245248522) | > loss_1: 30.297941207885742 (31.63332884652274) | > grad_norm_1: tensor(67.6058, device='cuda:0') (tensor(76.0368, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3638 (0.3721745184489659) | > loader_time: 0.0032 (0.003367628370012556)  --> TIME: 2024-06-11 16:36:51 -- STEP: 39/330 -- GLOBAL_STEP: 278450 | > loss_disc: 2.444808006286621 (2.33860776363275) | > loss_disc_real_0: 0.17405173182487488 (0.10840488559542558) | > loss_disc_real_1: 0.19761909544467926 (0.19978990654150647) | > loss_disc_real_2: 0.2071303278207779 (0.21143039678915954) | > loss_disc_real_3: 0.2050132155418396 (0.2241698220754281) | > loss_disc_real_4: 0.2536298334598541 (0.22959710084475005) | > loss_disc_real_5: 0.25717267394065857 (0.21929195408637708) | > loss_0: 2.444808006286621 (2.33860776363275) | > grad_norm_0: tensor(9.4425, device='cuda:0') (tensor(9.1489, device='cuda:0')) | > loss_gen: 2.4751136302948 (2.4844977183219714) | > loss_kl: 2.09074330329895 (1.9238643799072657) | > loss_feat: 6.67764949798584 (6.93673955477201) | > loss_mel: 17.631914138793945 (17.82172897534493) | > loss_duration: 2.024088144302368 (2.0322929987540603) | > loss_1: 30.899507522583008 (31.199123627100235) | > grad_norm_1: tensor(127.3058, device='cuda:0') (tensor(96.7949, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3753 (0.36713392917926496) | > loader_time: 0.0039 (0.003356481209779397)  --> TIME: 2024-06-11 16:37:00 -- STEP: 64/330 -- GLOBAL_STEP: 278475 | > loss_disc: 2.2795395851135254 (2.3344350196421138) | > loss_disc_real_0: 0.09242679178714752 (0.10866892203921452) | > loss_disc_real_1: 0.17559511959552765 (0.19796199770644307) | > loss_disc_real_2: 0.20487143099308014 (0.20989993680268526) | > loss_disc_real_3: 0.2523447573184967 (0.22674530535005033) | > loss_disc_real_4: 0.22933393716812134 (0.23009529104456306) | > loss_disc_real_5: 0.21571674942970276 (0.21981885051354766) | > loss_0: 2.2795395851135254 (2.3344350196421138) | > grad_norm_0: tensor(5.4953, device='cuda:0') (tensor(9.3751, device='cuda:0')) | > loss_gen: 2.494396924972534 (2.481614913791418) | > loss_kl: 2.0195977687835693 (1.9304848052561283) | > loss_feat: 6.8247456550598145 (6.94123163074255) | > loss_mel: 18.016094207763672 (17.69922184944153) | > loss_duration: 2.0218653678894043 (2.0135677047073837) | > loss_1: 31.376699447631836 (31.06612092256546) | > grad_norm_1: tensor(63.5404, device='cuda:0') (tensor(93.5611, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3547 (0.3677304610610008) | > loader_time: 0.0034 (0.003459051251411438)  --> TIME: 2024-06-11 16:37:10 -- STEP: 89/330 -- GLOBAL_STEP: 278500 | > loss_disc: 2.337735652923584 (2.344355336735757) | > loss_disc_real_0: 0.10298094153404236 (0.11168763698654229) | > loss_disc_real_1: 0.1814161241054535 (0.19782966291636567) | > loss_disc_real_2: 0.20558449625968933 (0.21161596259374296) | > loss_disc_real_3: 0.22948960959911346 (0.22742976968208056) | > loss_disc_real_4: 0.24098506569862366 (0.2302867942646648) | > loss_disc_real_5: 0.22720690071582794 (0.2203055502993337) | > loss_0: 2.337735652923584 (2.344355336735757) | > grad_norm_0: tensor(7.6875, device='cuda:0') (tensor(9.0935, device='cuda:0')) | > loss_gen: 2.5021774768829346 (2.4742973841977918) | > loss_kl: 1.909585952758789 (1.9296555224429355) | > loss_feat: 7.038718223571777 (6.996389994460546) | > loss_mel: 17.32720947265625 (17.687450494659082) | > loss_duration: 1.999985694885254 (2.0067575259155097) | > loss_1: 30.77767562866211 (31.094551043564014) | > grad_norm_1: tensor(81.7646, device='cuda:0') (tensor(91.2766, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3736 (0.3693511887882533) | > loader_time: 0.0038 (0.0035500740737057805) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_278500.pth  --> TIME: 2024-06-11 16:37:24 -- STEP: 114/330 -- GLOBAL_STEP: 278525 | > loss_disc: 2.452599048614502 (2.344556392284861) | > loss_disc_real_0: 0.12387024611234665 (0.1119743333639283) | > loss_disc_real_1: 0.21298806369304657 (0.19753144223961916) | > loss_disc_real_2: 0.18817099928855896 (0.21105525381209558) | > loss_disc_real_3: 0.2430778592824936 (0.2281390655981867) | > loss_disc_real_4: 0.24293696880340576 (0.23055902188807204) | > loss_disc_real_5: 0.23379956185817719 (0.22069765261390753) | > loss_0: 2.452599048614502 (2.344556392284861) | > grad_norm_0: tensor(8.4158, device='cuda:0') (tensor(8.9131, device='cuda:0')) | > loss_gen: 2.455691337585449 (2.4809250434239702) | > loss_kl: 2.0014941692352295 (1.937448381331929) | > loss_feat: 7.11742639541626 (7.0354596648299905) | > loss_mel: 17.934951782226562 (17.646281342757373) | > loss_duration: 2.0278267860412598 (2.00698818763097) | > loss_1: 31.537389755249023 (31.107102778919955) | > grad_norm_1: tensor(116.3255, device='cuda:0') (tensor(87.9376, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3798 (0.3741627576058371) | > loader_time: 0.0036 (0.0036514223667613245)  --> TIME: 2024-06-11 16:37:34 -- STEP: 139/330 -- GLOBAL_STEP: 278550 | > loss_disc: 2.3100504875183105 (2.3491695801988772) | > loss_disc_real_0: 0.1320909857749939 (0.11384105647532203) | > loss_disc_real_1: 0.17389722168445587 (0.19804723400006197) | > loss_disc_real_2: 0.1874801069498062 (0.21159992629675553) | > loss_disc_real_3: 0.23620697855949402 (0.22837829739927387) | > loss_disc_real_4: 0.23412677645683289 (0.2305443788603913) | > loss_disc_real_5: 0.19248853623867035 (0.22140952826832697) | > loss_0: 2.3100504875183105 (2.3491695801988772) | > grad_norm_0: tensor(13.1356, device='cuda:0') (tensor(8.4741, device='cuda:0')) | > loss_gen: 2.4314510822296143 (2.4761848792755337) | > loss_kl: 2.228970766067505 (1.9411348404644204) | > loss_feat: 7.103732585906982 (7.014070548599572) | > loss_mel: 16.98575210571289 (17.677222903683887) | > loss_duration: 2.0796682834625244 (2.0119165147808813) | > loss_1: 30.829574584960938 (31.120529764847788) | > grad_norm_1: tensor(129.1364, device='cuda:0') (tensor(84.1031, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3801 (0.37604835565141637) | > loader_time: 0.004 (0.0037304360231907247)  --> TIME: 2024-06-11 16:37:44 -- STEP: 164/330 -- GLOBAL_STEP: 278575 | > loss_disc: 2.456895589828491 (2.3564269484543208) | > loss_disc_real_0: 0.130671426653862 (0.11472813219468041) | > loss_disc_real_1: 0.16384732723236084 (0.19814441907333163) | > loss_disc_real_2: 0.22644567489624023 (0.21278312057256699) | > loss_disc_real_3: 0.2208881676197052 (0.22938266569157925) | > loss_disc_real_4: 0.2510596215724945 (0.23179631135085735) | > loss_disc_real_5: 0.22711630165576935 (0.22203994705909635) | > loss_0: 2.456895589828491 (2.3564269484543208) | > grad_norm_0: tensor(9.8482, device='cuda:0') (tensor(9.3811, device='cuda:0')) | > loss_gen: 2.4697494506835938 (2.476301818359189) | > loss_kl: 1.8822824954986572 (1.9452104960999839) | > loss_feat: 6.764564037322998 (7.016063402338726) | > loss_mel: 17.2587833404541 (17.687908695965277) | > loss_duration: 2.0923328399658203 (2.0150847057016885) | > loss_1: 30.46771240234375 (31.14056921005249) | > grad_norm_1: tensor(98.2519, device='cuda:0') (tensor(93.7400, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3875 (0.37766608087027964) | > loader_time: 0.0046 (0.0038332357639219703)  --> TIME: 2024-06-11 16:37:57 -- STEP: 189/330 -- GLOBAL_STEP: 278600 | > loss_disc: 2.407003164291382 (2.3626986596950137) | > loss_disc_real_0: 0.1626543402671814 (0.11645311489701271) | > loss_disc_real_1: 0.22612060606479645 (0.1991574208414744) | > loss_disc_real_2: 0.17753736674785614 (0.21306794739904858) | > loss_disc_real_3: 0.22188010811805725 (0.22897339221977053) | > loss_disc_real_4: 0.2337014377117157 (0.23158743323157074) | > loss_disc_real_5: 0.21131011843681335 (0.22234365864405556) | > loss_0: 2.407003164291382 (2.3626986596950137) | > grad_norm_0: tensor(32.9629, device='cuda:0') (tensor(11.0788, device='cuda:0')) | > loss_gen: 2.514538049697876 (2.472975066099218) | > loss_kl: 2.135662317276001 (1.9497117573622043) | > loss_feat: 6.931848049163818 (6.997923896426246) | > loss_mel: 17.719974517822266 (17.651859182529357) | > loss_duration: 2.1021487712860107 (2.023031495866321) | > loss_1: 31.404170989990234 (31.09550147081809) | > grad_norm_1: tensor(132.1151, device='cuda:0') (tensor(111.7910, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.3943 (0.3795801432675156) | > loader_time: 0.2701 (0.019247390605785227)  --> TIME: 2024-06-11 16:38:07 -- STEP: 214/330 -- GLOBAL_STEP: 278625 | > loss_disc: 2.5012731552124023 (2.368565500339614) | > loss_disc_real_0: 0.08323916792869568 (0.11808811140325025) | > loss_disc_real_1: 0.20067040622234344 (0.199681571641258) | > loss_disc_real_2: 0.2640097141265869 (0.2140372812608692) | > loss_disc_real_3: 0.2603001296520233 (0.22937813199290605) | > loss_disc_real_4: 0.26895084977149963 (0.23107582999167042) | > loss_disc_real_5: 0.30218103528022766 (0.2230656194352658) | > loss_0: 2.5012731552124023 (2.368565500339614) | > grad_norm_0: tensor(21.1196, device='cuda:0') (tensor(13.8392, device='cuda:0')) | > loss_gen: 2.446040153503418 (2.4743225106569104) | > loss_kl: 1.82612943649292 (1.955785483957451) | > loss_feat: 6.192303657531738 (7.006644164290384) | > loss_mel: 16.584474563598633 (17.63223486748812) | > loss_duration: 2.1180050373077393 (2.0307239204923677) | > loss_1: 29.16695213317871 (31.099711025986718) | > grad_norm_1: tensor(234.3108, device='cuda:0') (tensor(135.3820, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.4035 (0.3818927156590971) | > loader_time: 0.0049 (0.020543311243859406)  --> TIME: 2024-06-11 16:38:18 -- STEP: 239/330 -- GLOBAL_STEP: 278650 | > loss_disc: 2.211696147918701 (2.366341234749829) | > loss_disc_real_0: 0.07177842408418655 (0.11732622622570732) | > loss_disc_real_1: 0.15362943708896637 (0.1995737910520083) | > loss_disc_real_2: 0.20522481203079224 (0.2138462410811101) | > loss_disc_real_3: 0.25043535232543945 (0.22912421155424798) | > loss_disc_real_4: 0.19698381423950195 (0.2307807702150305) | > loss_disc_real_5: 0.18004629015922546 (0.22254841721706312) | > loss_0: 2.211696147918701 (2.366341234749829) | > grad_norm_0: tensor(11.1583, device='cuda:0') (tensor(16.0573, device='cuda:0')) | > loss_gen: 2.740191698074341 (2.482020101786658) | > loss_kl: 1.9779865741729736 (1.9602361792799818) | > loss_feat: 7.445305347442627 (7.026777036020446) | > loss_mel: 17.789514541625977 (17.595558972538278) | > loss_duration: 2.090589761734009 (2.0390975485286944) | > loss_1: 32.0435905456543 (31.10368994389618) | > grad_norm_1: tensor(399.7932, device='cuda:0') (tensor(159.2575, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.4156 (0.38478034610030054) | > loader_time: 0.0054 (0.018926417977241292)  --> TIME: 2024-06-11 16:38:29 -- STEP: 264/330 -- GLOBAL_STEP: 278675 | > loss_disc: 2.3093810081481934 (2.367974377942807) | > loss_disc_real_0: 0.15216776728630066 (0.11812165692787278) | > loss_disc_real_1: 0.16023029386997223 (0.199500333743565) | > loss_disc_real_2: 0.1703312247991562 (0.21368386861727093) | > loss_disc_real_3: 0.21621868014335632 (0.22924115412840337) | > loss_disc_real_4: 0.22838160395622253 (0.2308474424097574) | > loss_disc_real_5: 0.2265232354402542 (0.22267175793196214) | > loss_0: 2.3093810081481934 (2.367974377942807) | > grad_norm_0: tensor(23.7495, device='cuda:0') (tensor(17.3334, device='cuda:0')) | > loss_gen: 2.4630966186523438 (2.480956907525208) | > loss_kl: 2.0761661529541016 (1.9626091059410211) | > loss_feat: 6.335581302642822 (7.027613054622304) | > loss_mel: 16.9215030670166 (17.553101344542082) | > loss_duration: 2.157864570617676 (2.046635904095389) | > loss_1: 29.954212188720703 (31.070916428710476) | > grad_norm_1: tensor(259.2685, device='cuda:0') (tensor(175.9462, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.4402 (0.3885357479254406) | > loader_time: 0.0056 (0.017662930669206562)  --> TIME: 2024-06-11 16:38:40 -- STEP: 289/330 -- GLOBAL_STEP: 278700 | > loss_disc: 2.530409336090088 (2.3689913601198813) | > loss_disc_real_0: 0.12342467904090881 (0.11883422538999043) | > loss_disc_real_1: 0.2459752857685089 (0.20008098223217627) | > loss_disc_real_2: 0.2041894644498825 (0.2137947893575814) | > loss_disc_real_3: 0.23318350315093994 (0.22935871950070338) | > loss_disc_real_4: 0.24322082102298737 (0.2313511753164773) | > loss_disc_real_5: 0.2418881058692932 (0.22285763207810147) | > loss_0: 2.530409336090088 (2.3689913601198813) | > grad_norm_0: tensor(23.3395, device='cuda:0') (tensor(17.9444, device='cuda:0')) | > loss_gen: 2.1888742446899414 (2.4799151585588834) | > loss_kl: 2.0404551029205322 (1.966776940649356) | > loss_feat: 6.030977725982666 (7.0354897901673645) | > loss_mel: 15.923850059509277 (17.501659449409043) | > loss_duration: 2.2054333686828613 (2.0561841878923977) | > loss_1: 28.389591217041016 (31.04002565166117) | > grad_norm_1: tensor(222.1233, device='cuda:0') (tensor(186.3769, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.4607 (0.39416468019716466) | > loader_time: 0.0073 (0.016673579760488753)  --> TIME: 2024-06-11 16:38:53 -- STEP: 314/330 -- GLOBAL_STEP: 278725 | > loss_disc: 2.386521577835083 (2.3713860823090664) | > loss_disc_real_0: 0.14658740162849426 (0.11984402534498531) | > loss_disc_real_1: 0.19666703045368195 (0.20002477293371387) | > loss_disc_real_2: 0.2105603814125061 (0.2136262570312069) | > loss_disc_real_3: 0.20998606085777283 (0.22936572262625785) | > loss_disc_real_4: 0.23123551905155182 (0.2311116839480248) | > loss_disc_real_5: 0.19402912259101868 (0.22283094290904937) | > loss_0: 2.386521577835083 (2.3713860823090664) | > grad_norm_0: tensor(32.0868, device='cuda:0') (tensor(18.7415, device='cuda:0')) | > loss_gen: 2.38592529296875 (2.474271450073098) | > loss_kl: 1.9122862815856934 (1.967363234158534) | > loss_feat: 7.595823287963867 (7.036632492284108) | > loss_mel: 18.118824005126953 (17.458944937226132) | > loss_duration: 2.2552409172058105 (2.068866916522857) | > loss_1: 32.26810073852539 (31.00607916352096) | > grad_norm_1: tensor(105.6817, device='cuda:0') (tensor(194.7581, device='cuda:0')) | > current_lr_0: 0.00018608207844881698 | > current_lr_1: 0.00018608207844881698 | > step_time: 0.5399 (0.4027866071956173) | > loader_time: 0.0082 (0.015912778817923957)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3442471027374268 (2.3442471027374268) | > loss_disc_real_0: 0.08610410988330841 (0.08610410988330841) | > loss_disc_real_1: 0.16213268041610718 (0.16213268041610718) | > loss_disc_real_2: 0.27023133635520935 (0.27023133635520935) | > loss_disc_real_3: 0.2161521315574646 (0.2161521315574646) | > loss_disc_real_4: 0.2840718626976013 (0.2840718626976013) | > loss_disc_real_5: 0.22670365869998932 (0.22670365869998932) | > loss_0: 2.3442471027374268 (2.3442471027374268) | > loss_gen: 2.431361198425293 (2.431361198425293) | > loss_kl: 2.864173650741577 (2.864173650741577) | > loss_feat: 7.800529479980469 (7.800529479980469) | > loss_mel: 16.55054473876953 (16.55054473876953) | > loss_duration: 3.086899757385254 (3.086899757385254) | > loss_1: 32.7335090637207 (32.7335090637207)  --> STEP: 1 | > loss_disc: 2.2570953369140625 (2.2570953369140625) | > loss_disc_real_0: 0.05848097801208496 (0.05848097801208496) | > loss_disc_real_1: 0.17599281668663025 (0.17599281668663025) | > loss_disc_real_2: 0.1938459873199463 (0.1938459873199463) | > loss_disc_real_3: 0.19872288405895233 (0.19872288405895233) | > loss_disc_real_4: 0.22158999741077423 (0.22158999741077423) | > loss_disc_real_5: 0.2709724009037018 (0.2709724009037018) | > loss_0: 2.2570953369140625 (2.2570953369140625) | > loss_gen: 2.417597532272339 (2.417597532272339) | > loss_kl: 2.506326198577881 (2.506326198577881) | > loss_feat: 7.0111236572265625 (7.0111236572265625) | > loss_mel: 17.838640213012695 (17.838640213012695) | > loss_duration: 2.360353946685791 (2.360353946685791) | > loss_1: 32.13404083251953 (32.13404083251953)  --> STEP: 2 | > loss_disc: 2.435692310333252 (2.3463938236236572) | > loss_disc_real_0: 0.04745612293481827 (0.052968550473451614) | > loss_disc_real_1: 0.2014726996421814 (0.18873275816440582) | > loss_disc_real_2: 0.24084483087062836 (0.21734540909528732) | > loss_disc_real_3: 0.2045271396636963 (0.2016250118613243) | > loss_disc_real_4: 0.2039555162191391 (0.21277275681495667) | > loss_disc_real_5: 0.23539647459983826 (0.25318443775177) | > loss_0: 2.435692310333252 (2.3463938236236572) | > loss_gen: 2.0619759559631348 (2.239786744117737) | > loss_kl: 3.1440184116363525 (2.8251723051071167) | > loss_feat: 6.845637321472168 (6.928380489349365) | > loss_mel: 18.684904098510742 (18.26177215576172) | > loss_duration: 2.508122205734253 (2.434238076210022) | > loss_1: 33.244659423828125 (32.68935012817383)  --> STEP: 3 | > loss_disc: 2.180044174194336 (2.2909439404805503) | > loss_disc_real_0: 0.09437844902276993 (0.06677184998989105) | > loss_disc_real_1: 0.18067312240600586 (0.18604621291160583) | > loss_disc_real_2: 0.16080760955810547 (0.19849947591622671) | > loss_disc_real_3: 0.1708315908908844 (0.19136053820451102) | > loss_disc_real_4: 0.18754349648952484 (0.20436300337314606) | > loss_disc_real_5: 0.20697996020317078 (0.23778294523557028) | > loss_0: 2.180044174194336 (2.2909439404805503) | > loss_gen: 2.1800591945648193 (2.219877560933431) | > loss_kl: 2.7855138778686523 (2.811952829360962) | > loss_feat: 6.773040771484375 (6.876600583394368) | > loss_mel: 19.102638244628906 (18.54206085205078) | > loss_duration: 2.394303321838379 (2.420926491419474) | > loss_1: 33.235557556152344 (32.871419270833336)  --> STEP: 4 | > loss_disc: 2.4841148853302 (2.3392366766929626) | > loss_disc_real_0: 0.05544160678982735 (0.06393928918987513) | > loss_disc_real_1: 0.16777187585830688 (0.1814776286482811) | > loss_disc_real_2: 0.1912544220685959 (0.196688212454319) | > loss_disc_real_3: 0.20857402682304382 (0.1956639103591442) | > loss_disc_real_4: 0.20466651022434235 (0.20443888008594513) | > loss_disc_real_5: 0.22850345075130463 (0.23546307161450386) | > loss_0: 2.4841148853302 (2.3392366766929626) | > loss_gen: 2.0024538040161133 (2.1655216217041016) | > loss_kl: 3.4525578022003174 (2.972104072570801) | > loss_feat: 6.166450023651123 (6.699062943458557) | > loss_mel: 18.475088119506836 (18.525317668914795) | > loss_duration: 2.4009437561035156 (2.4159308075904846) | > loss_1: 32.497493743896484 (32.77793788909912)  --> STEP: 5 | > loss_disc: 2.4701991081237793 (2.365429162979126) | > loss_disc_real_0: 0.13404831290245056 (0.07796109393239022) | > loss_disc_real_1: 0.292007714509964 (0.20358364582061766) | > loss_disc_real_2: 0.2616357207298279 (0.20967771410942077) | > loss_disc_real_3: 0.2863469421863556 (0.2138005167245865) | > loss_disc_real_4: 0.2745513319969177 (0.21846137046813965) | > loss_disc_real_5: 0.2914755046367645 (0.246665558218956) | > loss_0: 2.4701991081237793 (2.365429162979126) | > loss_gen: 2.594198703765869 (2.251257038116455) | > loss_kl: 2.5208935737609863 (2.8818619728088377) | > loss_feat: 4.5646538734436035 (6.272181129455566) | > loss_mel: 19.033283233642578 (18.626910781860353) | > loss_duration: 2.4087493419647217 (2.414494514465332) | > loss_1: 31.12177848815918 (32.446706008911136)  --> STEP: 6 | > loss_disc: 2.2979352474212646 (2.354180177052816) | > loss_disc_real_0: 0.06784771382808685 (0.07627553058167298) | > loss_disc_real_1: 0.18158619105815887 (0.19991740336020788) | > loss_disc_real_2: 0.267813116312027 (0.21936694780985513) | > loss_disc_real_3: 0.16286945343017578 (0.20531200617551804) | > loss_disc_real_4: 0.14433829486370087 (0.20610752453406653) | > loss_disc_real_5: 0.14720138907432556 (0.23008819669485092) | > loss_0: 2.2979352474212646 (2.354180177052816) | > loss_gen: 2.1391217708587646 (2.23256782690684) | > loss_kl: 2.9195210933685303 (2.88813849290212) | > loss_feat: 6.242870807647705 (6.267296075820923) | > loss_mel: 18.819965362548828 (18.65908654530843) | > loss_duration: 2.21091890335083 (2.3805652459462485) | > loss_1: 32.3323974609375 (32.42765458424886)  --> STEP: 7 | > loss_disc: 2.3637502193450928 (2.3555473259517123) | > loss_disc_real_0: 0.11704396456480026 (0.0820995925792626) | > loss_disc_real_1: 0.2968749403953552 (0.21376848007951463) | > loss_disc_real_2: 0.21697834134101868 (0.2190257183143071) | > loss_disc_real_3: 0.26151618361473083 (0.21334117438111985) | > loss_disc_real_4: 0.2784554064273834 (0.21644293623311178) | > loss_disc_real_5: 0.23538464307785034 (0.23084483189242228) | > loss_0: 2.3637502193450928 (2.3555473259517123) | > loss_gen: 2.508488655090332 (2.2719850880759105) | > loss_kl: 4.616497993469238 (3.135046992983137) | > loss_feat: 6.844940185546875 (6.34981666292463) | > loss_mel: 17.71063995361328 (18.52359417506627) | > loss_duration: 2.446810007095337 (2.390028783253261) | > loss_1: 34.127376556396484 (32.67047200884138)  --> STEP: 8 | > loss_disc: 2.3206167221069336 (2.351181000471115) | > loss_disc_real_0: 0.132766455411911 (0.08843295043334365) | > loss_disc_real_1: 0.14244472980499268 (0.2048530112951994) | > loss_disc_real_2: 0.19115924835205078 (0.21554240956902504) | > loss_disc_real_3: 0.15324357151985168 (0.20582897402346134) | > loss_disc_real_4: 0.2103699892759323 (0.21568381786346436) | > loss_disc_real_5: 0.18131357431411743 (0.22465342469513416) | > loss_0: 2.3206167221069336 (2.351181000471115) | > loss_gen: 2.1090433597564697 (2.2516173720359802) | > loss_kl: 2.8453264236450195 (3.098831921815872) | > loss_feat: 9.492493629455566 (6.742651283740997) | > loss_mel: 19.334993362426758 (18.625019073486328) | > loss_duration: 2.256270408630371 (2.3733089864254) | > loss_1: 36.03812789916992 (33.091428995132446)  --> STEP: 9 | > loss_disc: 2.402508020401001 (2.356884002685547) | > loss_disc_real_0: 0.2053493708372116 (0.1014236638115512) | > loss_disc_real_1: 0.1714547872543335 (0.20114209751288095) | > loss_disc_real_2: 0.3326878845691681 (0.22855857345792982) | > loss_disc_real_3: 0.22841283679008484 (0.20833829210864174) | > loss_disc_real_4: 0.17880867421627045 (0.2115865796804428) | > loss_disc_real_5: 0.23194614052772522 (0.22546372645431095) | > loss_0: 2.402508020401001 (2.356884002685547) | > loss_gen: 2.4563302993774414 (2.274363252851698) | > loss_kl: 2.454012632369995 (3.0271853340996637) | > loss_feat: 7.984866619110107 (6.880675209893121) | > loss_mel: 18.51250648498535 (18.612517674763996) | > loss_duration: 2.17673921585083 (2.351467900806003) | > loss_1: 33.58445358276367 (33.14620950486925)  --> STEP: 10 | > loss_disc: 2.3256492614746094 (2.353760528564453) | > loss_disc_real_0: 0.1159663125872612 (0.1028779286891222) | > loss_disc_real_1: 0.28324297070503235 (0.2093521848320961) | > loss_disc_real_2: 0.2685398459434509 (0.23255670070648193) | > loss_disc_real_3: 0.18554872274398804 (0.20605933517217637) | > loss_disc_real_4: 0.1741233766078949 (0.207840259373188) | > loss_disc_real_5: 0.18755409121513367 (0.22167276293039323) | > loss_0: 2.3256492614746094 (2.353760528564453) | > loss_gen: 2.3957672119140625 (2.2865036487579347) | > loss_kl: 2.73930025100708 (2.9983968257904055) | > loss_feat: 6.884126663208008 (6.881020355224609) | > loss_mel: 17.50021743774414 (18.50128765106201) | > loss_duration: 2.328641891479492 (2.3491852998733522) | > loss_1: 31.848052978515625 (33.01639385223389)  --> STEP: 11 | > loss_disc: 2.602724552154541 (2.3763936216180976) | > loss_disc_real_0: 0.1282978057861328 (0.10518882660703226) | > loss_disc_real_1: 0.21264880895614624 (0.20965187793428247) | > loss_disc_real_2: 0.27364224195480347 (0.2362917499108748) | > loss_disc_real_3: 0.17842437326908112 (0.2035470659082586) | > loss_disc_real_4: 0.26735955476760864 (0.21325110440904443) | > loss_disc_real_5: 0.23191052675247192 (0.22260346873240036) | > loss_0: 2.602724552154541 (2.3763936216180976) | > loss_gen: 2.0741219520568848 (2.267196221785112) | > loss_kl: 3.27657151222229 (3.023685433647849) | > loss_feat: 5.980216026306152 (6.799129052595659) | > loss_mel: 16.790130615234375 (18.345727920532227) | > loss_duration: 2.59674334526062 (2.37169057672674) | > loss_1: 30.71778106689453 (32.80742905356667)  --> STEP: 12 | > loss_disc: 2.2151389122009277 (2.3629557291666665) | > loss_disc_real_0: 0.08808739483356476 (0.10376370729257663) | > loss_disc_real_1: 0.2470705658197403 (0.2127701019247373) | > loss_disc_real_2: 0.2530127167701721 (0.23768516381581625) | > loss_disc_real_3: 0.2401590496301651 (0.2065980645517508) | > loss_disc_real_4: 0.153447225689888 (0.20826744784911475) | > loss_disc_real_5: 0.15929049253463745 (0.2173273873825868) | > loss_0: 2.2151389122009277 (2.3629557291666665) | > loss_gen: 2.3492424488067627 (2.2740334073702493) | > loss_kl: 2.4800233840942383 (2.978380262851715) | > loss_feat: 5.7727532386779785 (6.713597734769185) | > loss_mel: 17.54926872253418 (18.279356320699055) | > loss_duration: 2.265774965286255 (2.3628642757733664) | > loss_1: 30.417064666748047 (32.60823202133179)  --> STEP: 13 | > loss_disc: 2.5293262004852295 (2.375753457729633) | > loss_disc_real_0: 0.08852976560592651 (0.10259186562437278) | > loss_disc_real_1: 0.2284579575061798 (0.21397686004638672) | > loss_disc_real_2: 0.2376542091369629 (0.23768278268667367) | > loss_disc_real_3: 0.2549891471862793 (0.21032045552363762) | > loss_disc_real_4: 0.2779117822647095 (0.213624704342622) | > loss_disc_real_5: 0.2886771857738495 (0.22281583341268393) | > loss_0: 2.5293262004852295 (2.375753457729633) | > loss_gen: 2.2344067096710205 (2.270985199854924) | > loss_kl: 3.1739296913146973 (2.9934225265796366) | > loss_feat: 7.112827777862549 (6.74430773808406) | > loss_mel: 18.52987289428711 (18.298626826359676) | > loss_duration: 2.3207242488861084 (2.359622735243577) | > loss_1: 33.371761322021484 (32.66696504446176)  --> STEP: 14 | > loss_disc: 2.27951717376709 (2.3688794374465942) | > loss_disc_real_0: 0.09713738411664963 (0.10220225980239254) | > loss_disc_real_1: 0.2047550231218338 (0.21331815740891866) | > loss_disc_real_2: 0.19420474767684937 (0.2345772087574005) | > loss_disc_real_3: 0.1863768994808197 (0.2086102015205792) | > loss_disc_real_4: 0.27332213521003723 (0.2178888065474374) | > loss_disc_real_5: 0.20710942149162292 (0.22169394684689386) | > loss_0: 2.27951717376709 (2.3688794374465942) | > loss_gen: 2.4071121215820312 (2.2807085514068604) | > loss_kl: 3.9969985485076904 (3.065106528145926) | > loss_feat: 6.6496734619140625 (6.7375481469290595) | > loss_mel: 19.645553588867188 (18.3948358808245) | > loss_duration: 2.33846378326416 (2.3581113815307617) | > loss_1: 35.03779983520508 (32.836310386657715)  --> STEP: 15 | > loss_disc: 2.294065475463867 (2.363891839981079) | > loss_disc_real_0: 0.15981131792068481 (0.10604286367694536) | > loss_disc_real_1: 0.18643611669540405 (0.211526021361351) | > loss_disc_real_2: 0.2661527991294861 (0.23668224811553956) | > loss_disc_real_3: 0.18106020987033844 (0.20677353541056315) | > loss_disc_real_4: 0.20649516582489014 (0.21712923049926758) | > loss_disc_real_5: 0.20413972437381744 (0.22052366534868875) | > loss_0: 2.294065475463867 (2.363891839981079) | > loss_gen: 2.527801036834717 (2.2971813837687174) | > loss_kl: 3.5019967555999756 (3.0942325433095297) | > loss_feat: 7.741233825683594 (6.804460525512695) | > loss_mel: 17.186988830566406 (18.314312744140626) | > loss_duration: 2.3101351261138916 (2.3549129645029705) | > loss_1: 33.268157958984375 (32.86510022481283)  --> STEP: 16 | > loss_disc: 2.594398260116577 (2.3782984912395477) | > loss_disc_real_0: 0.2558648884296417 (0.11540674022398889) | > loss_disc_real_1: 0.20883257687091827 (0.21135768108069897) | > loss_disc_real_2: 0.22332802414894104 (0.23584760911762714) | > loss_disc_real_3: 0.212579607963562 (0.20713641494512558) | > loss_disc_real_4: 0.2445971667766571 (0.21884597651660442) | > loss_disc_real_5: 0.25067293643951416 (0.22240799479186535) | > loss_0: 2.594398260116577 (2.3782984912395477) | > loss_gen: 2.1433444023132324 (2.2875665724277496) | > loss_kl: 2.9569153785705566 (3.085650220513344) | > loss_feat: 5.503594875335693 (6.723156422376633) | > loss_mel: 15.66048812866211 (18.148448705673218) | > loss_duration: 2.3730225563049316 (2.356044813990593) | > loss_1: 28.637365341186523 (32.60086679458618)  --> STEP: 17 | > loss_disc: 2.6013479232788086 (2.3914190460653866) | > loss_disc_real_0: 0.1968219131231308 (0.12019586804158547) | > loss_disc_real_1: 0.271532267332077 (0.21489736262489767) | > loss_disc_real_2: 0.22711236774921417 (0.23533377139007344) | > loss_disc_real_3: 0.26159417629241943 (0.21033981267143698) | > loss_disc_real_4: 0.23852844536304474 (0.22000376880168915) | > loss_disc_real_5: 0.28030842542648315 (0.22581390247625463) | > loss_0: 2.6013479232788086 (2.3914190460653866) | > loss_gen: 2.314757823944092 (2.2891660578110637) | > loss_kl: 2.2233614921569824 (3.03492735413944) | > loss_feat: 5.244199275970459 (6.6361589431762695) | > loss_mel: 16.625694274902344 (18.05887491562787) | > loss_duration: 2.4832727909088135 (2.363528812632841) | > loss_1: 28.891284942626953 (32.38265609741211)  --> STEP: 18 | > loss_disc: 2.2825520038604736 (2.3853708770540027) | > loss_disc_real_0: 0.14251387119293213 (0.12143575710554917) | > loss_disc_real_1: 0.24063818156719208 (0.21632740812169182) | > loss_disc_real_2: 0.21599239110946655 (0.23425925026337305) | > loss_disc_real_3: 0.10065346211194992 (0.20424612652924326) | > loss_disc_real_4: 0.22864322364330292 (0.22048373851511213) | > loss_disc_real_5: 0.21426551043987274 (0.22517232514090008) | > loss_0: 2.2825520038604736 (2.3853708770540027) | > loss_gen: 2.5401172637939453 (2.3031077914767795) | > loss_kl: 2.9326837062835693 (3.0292471514807806) | > loss_feat: 11.627739906311035 (6.913468996683757) | > loss_mel: 17.373321533203125 (18.020788616604275) | > loss_duration: 2.202749490737915 (2.354596628083123) | > loss_1: 36.676612854003906 (32.6212092505561)  --> STEP: 19 | > loss_disc: 2.48701548576355 (2.3907205933018734) | > loss_disc_real_0: 0.13170936703681946 (0.12197647341772129) | > loss_disc_real_1: 0.18195891380310059 (0.2145185399996607) | > loss_disc_real_2: 0.20669865608215332 (0.2328086926748878) | > loss_disc_real_3: 0.16343536972999573 (0.20209819196086182) | > loss_disc_real_4: 0.15890242159366608 (0.21724261657187813) | > loss_disc_real_5: 0.19542023539543152 (0.22360642568061226) | > loss_0: 2.48701548576355 (2.3907205933018734) | > loss_gen: 1.9560319185256958 (2.2848406402688277) | > loss_kl: 2.1447672843933105 (2.9826955795288086) | > loss_feat: 9.100240707397461 (7.028562244616057) | > loss_mel: 18.317825317382812 (18.036422127171566) | > loss_duration: 2.3516178131103516 (2.354439848347714) | > loss_1: 33.8704833984375 (32.68696052149723)  --> STEP: 20 | > loss_disc: 2.35579252243042 (2.388974189758301) | > loss_disc_real_0: 0.1647266000509262 (0.12411397974938154) | > loss_disc_real_1: 0.21388764679431915 (0.2144869953393936) | > loss_disc_real_2: 0.22392402589321136 (0.232364459335804) | > loss_disc_real_3: 0.22819392383098602 (0.203402978554368) | > loss_disc_real_4: 0.20218077301979065 (0.21648952439427377) | > loss_disc_real_5: 0.17992030084133148 (0.22142211943864823) | > loss_0: 2.35579252243042 (2.388974189758301) | > loss_gen: 2.386333703994751 (2.289915293455124) | > loss_kl: 2.2242162227630615 (2.944771611690521) | > loss_feat: 5.5929059982299805 (6.956779432296753) | > loss_mel: 19.193729400634766 (18.094287490844728) | > loss_duration: 2.3260421752929688 (2.353019964694977) | > loss_1: 31.723228454589844 (32.638773918151855)  --> STEP: 21 | > loss_disc: 2.2875895500183105 (2.384146349770682) | > loss_disc_real_0: 0.08106078207492828 (0.12206382747916948) | > loss_disc_real_1: 0.300212025642395 (0.21856913963953653) | > loss_disc_real_2: 0.22346733510494232 (0.231940786753382) | > loss_disc_real_3: 0.18875785171985626 (0.2027055915622484) | > loss_disc_real_4: 0.20418046414852142 (0.21590337866828554) | > loss_disc_real_5: 0.13337910175323486 (0.21722959478696188) | > loss_0: 2.2875895500183105 (2.384146349770682) | > loss_gen: 2.21390962600708 (2.286295975957598) | > loss_kl: 1.8978996276855469 (2.8949205648331415) | > loss_feat: 5.998912334442139 (6.911166713351295) | > loss_mel: 18.144779205322266 (18.0966918582008) | > loss_duration: 2.157466411590576 (2.3437078907376243) | > loss_1: 30.412967681884766 (32.53278314499628)  --> STEP: 22 | > loss_disc: 2.6892192363739014 (2.3980132991617378) | > loss_disc_real_0: 0.1542416363954544 (0.12352645515718243) | > loss_disc_real_1: 0.3026300370693207 (0.22239008952270856) | > loss_disc_real_2: 0.24480903148651123 (0.23252570696852423) | > loss_disc_real_3: 0.15871110558509827 (0.20070584219965068) | > loss_disc_real_4: 0.25512850284576416 (0.21768633885817093) | > loss_disc_real_5: 0.19114595651626587 (0.2160439748655666) | > loss_0: 2.6892192363739014 (2.3980132991617378) | > loss_gen: 1.9870147705078125 (2.2726922848007893) | > loss_kl: 2.0621862411499023 (2.8570690046657217) | > loss_feat: 7.430644989013672 (6.934779362245039) | > loss_mel: 17.03546142578125 (18.048454111272637) | > loss_duration: 2.243605136871338 (2.3391577655618843) | > loss_1: 30.758913040161133 (32.45215268568559)  --> STEP: 23 | > loss_disc: 2.5253000259399414 (2.4035475046738335) | > loss_disc_real_0: 0.22687625885009766 (0.12801992488296135) | > loss_disc_real_1: 0.2101348489522934 (0.22185725297616876) | > loss_disc_real_2: 0.2893962860107422 (0.23499834083992502) | > loss_disc_real_3: 0.2356484830379486 (0.20222508745348972) | > loss_disc_real_4: 0.23842105269432068 (0.21858784815539484) | > loss_disc_real_5: 0.24997977912425995 (0.21751944461594458) | > loss_0: 2.5253000259399414 (2.4035475046738335) | > loss_gen: 2.3597187995910645 (2.2764760463134097) | > loss_kl: 2.582580327987671 (2.8451347143753716) | > loss_feat: 5.069247722625732 (6.853669290957243) | > loss_mel: 15.777739524841309 (17.94972739012345) | > loss_duration: 2.262956142425537 (2.3358446515124776) | > loss_1: 28.052242279052734 (32.2608522332233)  --> STEP: 24 | > loss_disc: 2.0915703773498535 (2.390548457702001) | > loss_disc_real_0: 0.08669818937778473 (0.126298185903579) | > loss_disc_real_1: 0.17980432510375977 (0.22010504764815172) | > loss_disc_real_2: 0.21862901747226715 (0.23431628569960594) | > loss_disc_real_3: 0.17883943021297455 (0.20125068506846824) | > loss_disc_real_4: 0.19998206198215485 (0.21781260706484318) | > loss_disc_real_5: 0.1191769391298294 (0.21342184022068977) | > loss_0: 2.0915703773498535 (2.390548457702001) | > loss_gen: 2.4966073036193848 (2.285648182034492) | > loss_kl: 2.5857672691345215 (2.834327737490336) | > loss_feat: 8.735353469848633 (6.932072798411052) | > loss_mel: 18.66866683959961 (17.97968320051829) | > loss_duration: 2.446272850036621 (2.3404458264509835) | > loss_1: 34.93267059326172 (32.3721779982249)  --> STEP: 25 | > loss_disc: 2.3031222820281982 (2.3870514106750487) | > loss_disc_real_0: 0.1199335902929306 (0.12604360207915305) | > loss_disc_real_1: 0.22916708886623383 (0.220467529296875) | > loss_disc_real_2: 0.19537034630775452 (0.23275844812393187) | > loss_disc_real_3: 0.22448265552520752 (0.2021799638867378) | > loss_disc_real_4: 0.17560821771621704 (0.21612443149089813) | > loss_disc_real_5: 0.21356752514839172 (0.21342766761779786) | > loss_0: 2.3031222820281982 (2.3870514106750487) | > loss_gen: 2.347405433654785 (2.2881184720993035) | > loss_kl: 2.9838454723358154 (2.8403084468841553) | > loss_feat: 5.76101541519165 (6.885230503082275) | > loss_mel: 15.666877746582031 (17.88717098236084) | > loss_duration: 2.406379222869873 (2.3430831623077393) | > loss_1: 29.165523529052734 (32.24391181945801)  --> STEP: 26 | > loss_disc: 2.358407974243164 (2.385949740043053) | > loss_disc_real_0: 0.08025550842285156 (0.12428252155391067) | > loss_disc_real_1: 0.15849022567272186 (0.21808378684979218) | > loss_disc_real_2: 0.21706360578536987 (0.2321548003416795) | > loss_disc_real_3: 0.14347518980503082 (0.19992208796051833) | > loss_disc_real_4: 0.07714113593101501 (0.2107789201232103) | > loss_disc_real_5: 0.093226358294487 (0.20880454033613205) | > loss_0: 2.358407974243164 (2.385949740043053) | > loss_gen: 1.8395025730133057 (2.2708640144421497) | > loss_kl: 2.4842472076416016 (2.8266137838363647) | > loss_feat: 13.37621021270752 (7.134883568837092) | > loss_mel: 18.849294662475586 (17.92417573928833) | > loss_duration: 2.2428979873657227 (2.339229886348431) | > loss_1: 38.792152404785156 (32.49576722658598) --> EVAL PERFORMANCE | > avg_loader_time: 0.002650251755347619 (+0.0002840849069448621) | > avg_loss_disc: 2.385949740043053 (+0.021911043387192297) | > avg_loss_disc_real_0: 0.12428252155391067 (-0.004265348641918271) | > avg_loss_disc_real_1: 0.21808378684979218 (-0.0073705309858689005) | > avg_loss_disc_real_2: 0.2321548003416795 (+0.023298419438875645) | > avg_loss_disc_real_3: 0.19992208796051833 (-0.05268700908009824) | > avg_loss_disc_real_4: 0.2107789201232103 (-0.03032217805202192) | > avg_loss_disc_real_5: 0.20880454033613205 (-0.00642282028610891) | > avg_loss_0: 2.385949740043053 (+0.021911043387192297) | > avg_loss_gen: 2.2708640144421497 (-0.18604010343551725) | > avg_loss_kl: 2.8266137838363647 (-0.15618782777052642) | > avg_loss_feat: 7.134883568837092 (+0.19136205086341285) | > avg_loss_mel: 17.92417573928833 (-0.07155110285831867) | > avg_loss_duration: 2.339229886348431 (+0.005964214985186622) | > avg_loss_1: 32.49576722658598 (-0.2164523051335152)  > EPOCH: 578/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:39:23)   --> TIME: 2024-06-11 16:39:27 -- STEP: 9/330 -- GLOBAL_STEP: 278750 | > loss_disc: 2.3871867656707764 (2.3147106170654297) | > loss_disc_real_0: 0.09934314340353012 (0.0960221216082573) | > loss_disc_real_1: 0.23233938217163086 (0.1963141510883967) | > loss_disc_real_2: 0.2138986885547638 (0.20080185433228812) | > loss_disc_real_3: 0.2472822666168213 (0.22665934099091423) | > loss_disc_real_4: 0.2373775988817215 (0.23333961764971414) | > loss_disc_real_5: 0.25993791222572327 (0.23207850091987187) | > loss_0: 2.3871867656707764 (2.3147106170654297) | > grad_norm_0: tensor(5.6033, device='cuda:0') (tensor(7.2839, device='cuda:0')) | > loss_gen: 2.5716187953948975 (2.529217905468411) | > loss_kl: 1.7420940399169922 (1.9212625556521945) | > loss_feat: 6.558784484863281 (6.863862673441569) | > loss_mel: 17.550657272338867 (18.15448655022515) | > loss_duration: 2.0697526931762695 (2.148412095175849) | > loss_1: 30.492908477783203 (31.6172423892551) | > grad_norm_1: tensor(86.3340, device='cuda:0') (tensor(99.4965, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3639 (0.3853382534450955) | > loader_time: 0.0028 (0.0033619933658176)  --> TIME: 2024-06-11 16:39:37 -- STEP: 34/330 -- GLOBAL_STEP: 278775 | > loss_disc: 2.3029699325561523 (2.3390857472139244) | > loss_disc_real_0: 0.10446327924728394 (0.10688892532797421) | > loss_disc_real_1: 0.20205692946910858 (0.20125715828993743) | > loss_disc_real_2: 0.218206524848938 (0.21071051630903692) | > loss_disc_real_3: 0.21687349677085876 (0.2254294867024702) | > loss_disc_real_4: 0.2075272798538208 (0.23078187642728581) | > loss_disc_real_5: 0.20711541175842285 (0.21963244939551635) | > loss_0: 2.3029699325561523 (2.3390857472139244) | > grad_norm_0: tensor(19.2532, device='cuda:0') (tensor(9.1418, device='cuda:0')) | > loss_gen: 2.488246202468872 (2.496953501420863) | > loss_kl: 2.061453104019165 (1.907774013631484) | > loss_feat: 7.612309455871582 (6.983258037006154) | > loss_mel: 17.945945739746094 (17.865398463080915) | > loss_duration: 2.0389490127563477 (2.0450409755987278) | > loss_1: 32.14690399169922 (31.29842488905963) | > grad_norm_1: tensor(220.9659, device='cuda:0') (tensor(111.3990, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3758 (0.3761485043693991) | > loader_time: 0.0035 (0.0034739269929773666)  --> TIME: 2024-06-11 16:39:46 -- STEP: 59/330 -- GLOBAL_STEP: 278800 | > loss_disc: 2.417665958404541 (2.348147739798336) | > loss_disc_real_0: 0.08991257846355438 (0.1086865134410939) | > loss_disc_real_1: 0.19105277955532074 (0.20005308293690116) | > loss_disc_real_2: 0.21428999304771423 (0.2107811193850081) | > loss_disc_real_3: 0.2471996247768402 (0.2275230768373457) | > loss_disc_real_4: 0.23156285285949707 (0.23203208815243284) | > loss_disc_real_5: 0.24253639578819275 (0.220648943620213) | > loss_0: 2.417665958404541 (2.348147739798336) | > grad_norm_0: tensor(14.3419, device='cuda:0') (tensor(10.3056, device='cuda:0')) | > loss_gen: 2.4476053714752197 (2.4975127001940205) | > loss_kl: 2.0845932960510254 (1.9102046469510612) | > loss_feat: 6.913748741149902 (7.000261484566382) | > loss_mel: 17.004596710205078 (17.796083935236528) | > loss_duration: 1.95108163356781 (2.0177654533062963) | > loss_1: 30.401626586914062 (31.2218280404301) | > grad_norm_1: tensor(70.0925, device='cuda:0') (tensor(108.0265, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3853 (0.3762593228938216) | > loader_time: 0.0036 (0.003589714987803314)  --> TIME: 2024-06-11 16:39:56 -- STEP: 84/330 -- GLOBAL_STEP: 278825 | > loss_disc: 2.4312705993652344 (2.353480083601816) | > loss_disc_real_0: 0.11439056694507599 (0.11021269973190058) | > loss_disc_real_1: 0.2028196007013321 (0.19914388479221434) | > loss_disc_real_2: 0.1915292590856552 (0.2103887986214388) | > loss_disc_real_3: 0.2510695159435272 (0.22882412852985518) | > loss_disc_real_4: 0.26717638969421387 (0.23204120709782555) | > loss_disc_real_5: 0.25535744428634644 (0.2215823114273094) | > loss_0: 2.4312705993652344 (2.353480083601816) | > grad_norm_0: tensor(7.9454, device='cuda:0') (tensor(11.1661, device='cuda:0')) | > loss_gen: 2.573899984359741 (2.4948875364803142) | > loss_kl: 2.0150415897369385 (1.9270772763660975) | > loss_feat: 6.722219944000244 (7.037400943892343) | > loss_mel: 17.289867401123047 (17.773677099318732) | > loss_duration: 2.065054416656494 (2.0099325492268534) | > loss_1: 30.66608428955078 (31.242975280398415) | > grad_norm_1: tensor(157.2737, device='cuda:0') (tensor(127.9112, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3787 (0.37318365346817745) | > loader_time: 0.0039 (0.003615444614773705)  --> TIME: 2024-06-11 16:40:05 -- STEP: 109/330 -- GLOBAL_STEP: 278850 | > loss_disc: 2.439044237136841 (2.3586392818240944) | > loss_disc_real_0: 0.15991294384002686 (0.11228669243394782) | > loss_disc_real_1: 0.20256127417087555 (0.19990379698232774) | > loss_disc_real_2: 0.2256580889225006 (0.21322805742058185) | > loss_disc_real_3: 0.25272345542907715 (0.22864067486119927) | > loss_disc_real_4: 0.23510552942752838 (0.23158037635164525) | > loss_disc_real_5: 0.2105477899312973 (0.22078944537617745) | > loss_0: 2.439044237136841 (2.3586392818240944) | > grad_norm_0: tensor(25.6784, device='cuda:0') (tensor(12.3081, device='cuda:0')) | > loss_gen: 2.526381254196167 (2.494130550174539) | > loss_kl: 1.9001754522323608 (1.926209018864763) | > loss_feat: 6.861302852630615 (7.010909146125163) | > loss_mel: 17.3751277923584 (17.73827894018331) | > loss_duration: 1.9514578580856323 (2.011291206429858) | > loss_1: 30.614444732666016 (31.180818820218427) | > grad_norm_1: tensor(326.4568, device='cuda:0') (tensor(145.7187, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3695 (0.3723803178979716) | > loader_time: 0.0038 (0.003666724633733067)  --> TIME: 2024-06-11 16:40:15 -- STEP: 134/330 -- GLOBAL_STEP: 278875 | > loss_disc: 2.2995944023132324 (2.3566985984346758) | > loss_disc_real_0: 0.0878242701292038 (0.11142609190585008) | > loss_disc_real_1: 0.18769916892051697 (0.19836217498601372) | > loss_disc_real_2: 0.2613663077354431 (0.21425463025694463) | > loss_disc_real_3: 0.25824207067489624 (0.22927223312765804) | > loss_disc_real_4: 0.21856680512428284 (0.2304671547973334) | > loss_disc_real_5: 0.2200125902891159 (0.22095327312821772) | > loss_0: 2.2995944023132324 (2.3566985984346758) | > grad_norm_0: tensor(37.7063, device='cuda:0') (tensor(15.5739, device='cuda:0')) | > loss_gen: 2.7980360984802246 (2.4993119844749803) | > loss_kl: 1.9622745513916016 (1.930630867160968) | > loss_feat: 7.238711357116699 (7.012226723912937) | > loss_mel: 18.078317642211914 (17.74035618910149) | > loss_duration: 2.032935619354248 (2.01466486703104) | > loss_1: 32.11027526855469 (31.19719058364185) | > grad_norm_1: tensor(338.5442, device='cuda:0') (tensor(170.5126, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3746 (0.37378607223283) | > loader_time: 0.0051 (0.0037922414381112626)  --> TIME: 2024-06-11 16:40:25 -- STEP: 159/330 -- GLOBAL_STEP: 278900 | > loss_disc: 2.3011035919189453 (2.360675259956022) | > loss_disc_real_0: 0.14299800992012024 (0.11142613923868293) | > loss_disc_real_1: 0.16663114726543427 (0.1984419579026084) | > loss_disc_real_2: 0.18702729046344757 (0.21402332495968296) | > loss_disc_real_3: 0.20749303698539734 (0.22992646656696153) | > loss_disc_real_4: 0.224892258644104 (0.23062834715318384) | > loss_disc_real_5: 0.18849486112594604 (0.2221713735247558) | > loss_0: 2.3011035919189453 (2.360675259956022) | > grad_norm_0: tensor(26.2476, device='cuda:0') (tensor(17.3683, device='cuda:0')) | > loss_gen: 2.6277406215667725 (2.5096203935971064) | > loss_kl: 1.872338056564331 (1.935768889931013) | > loss_feat: 7.656112194061279 (7.031928095427699) | > loss_mel: 17.735265731811523 (17.694756849756786) | > loss_duration: 2.0383219718933105 (2.0168258161664747) | > loss_1: 31.929779052734375 (31.18890000589239) | > grad_norm_1: tensor(429.3307, device='cuda:0') (tensor(195.7582, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3933 (0.37635236416222917) | > loader_time: 0.0043 (0.003912229957820484)  --> TIME: 2024-06-11 16:40:35 -- STEP: 184/330 -- GLOBAL_STEP: 278925 | > loss_disc: 2.4190826416015625 (2.3568267174389037) | > loss_disc_real_0: 0.15686535835266113 (0.11187560417001015) | > loss_disc_real_1: 0.20605328679084778 (0.19821124151349068) | > loss_disc_real_2: 0.20146183669567108 (0.21293539602471434) | > loss_disc_real_3: 0.24888929724693298 (0.22967110728116139) | > loss_disc_real_4: 0.25154373049736023 (0.23087184025865537) | > loss_disc_real_5: 0.2464698702096939 (0.22226609508304493) | > loss_0: 2.4190826416015625 (2.3568267174389037) | > grad_norm_0: tensor(36.1677, device='cuda:0') (tensor(19.6414, device='cuda:0')) | > loss_gen: 2.592190980911255 (2.5132527234761626) | > loss_kl: 2.041541814804077 (1.9413173347711563) | > loss_feat: 6.967179775238037 (7.028402802736863) | > loss_mel: 17.298202514648438 (17.659840241722446) | > loss_duration: 2.0679047107696533 (2.022804739034694) | > loss_1: 30.96702003479004 (31.16561780805173) | > grad_norm_1: tensor(341.3382, device='cuda:0') (tensor(216.6383, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.3861 (0.3789208220398945) | > loader_time: 0.0058 (0.00403132905130801)  --> TIME: 2024-06-11 16:40:45 -- STEP: 209/330 -- GLOBAL_STEP: 278950 | > loss_disc: 2.3919308185577393 (2.3622959241912684) | > loss_disc_real_0: 0.11605921387672424 (0.11333854587383248) | > loss_disc_real_1: 0.1691063791513443 (0.1988080695770574) | > loss_disc_real_2: 0.1849208027124405 (0.21354541375021044) | > loss_disc_real_3: 0.22846022248268127 (0.2298267060204556) | > loss_disc_real_4: 0.23142218589782715 (0.2309190637329549) | > loss_disc_real_5: 0.20946189761161804 (0.22233897133877403) | > loss_0: 2.3919308185577393 (2.3622959241912684) | > grad_norm_0: tensor(32.9095, device='cuda:0') (tensor(20.6422, device='cuda:0')) | > loss_gen: 2.3569798469543457 (2.5041543501986294) | > loss_kl: 2.0007951259613037 (1.946562740220978) | > loss_feat: 6.74221134185791 (7.0291962395444445) | > loss_mel: 17.66702651977539 (17.631950013375185) | > loss_duration: 2.10425066947937 (2.0301980590135855) | > loss_1: 30.87126350402832 (31.1420613886637) | > grad_norm_1: tensor(82.2549, device='cuda:0') (tensor(227.0005, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.4026 (0.38182157420655766) | > loader_time: 0.0048 (0.0041185337961005255)  --> TIME: 2024-06-11 16:40:56 -- STEP: 234/330 -- GLOBAL_STEP: 278975 | > loss_disc: 2.4074740409851074 (2.3654564170755883) | > loss_disc_real_0: 0.14619988203048706 (0.11463515805956136) | > loss_disc_real_1: 0.19476528465747833 (0.19869601809316212) | > loss_disc_real_2: 0.22012482583522797 (0.21421245243559536) | > loss_disc_real_3: 0.21926231682300568 (0.23002986068654263) | > loss_disc_real_4: 0.2285461574792862 (0.23088030256012568) | > loss_disc_real_5: 0.24242539703845978 (0.22246776362005463) | > loss_0: 2.4074740409851074 (2.3654564170755883) | > grad_norm_0: tensor(58.0755, device='cuda:0') (tensor(22.6138, device='cuda:0')) | > loss_gen: 2.4511280059814453 (2.5004817308523735) | > loss_kl: 1.8403338193893433 (1.9460522542651901) | > loss_feat: 7.126047134399414 (7.01628005810273) | > loss_mel: 17.722856521606445 (17.58529716882951) | > loss_duration: 2.102389097213745 (2.03854419889613) | > loss_1: 31.242753982543945 (31.08665537222838) | > grad_norm_1: tensor(559.9120, device='cuda:0') (tensor(241.8920, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.4141 (0.3849827713436551) | > loader_time: 0.005 (0.0042288181109306116)  --> TIME: 2024-06-11 16:41:07 -- STEP: 259/330 -- GLOBAL_STEP: 279000 | > loss_disc: 2.4159491062164307 (2.36649575196638) | > loss_disc_real_0: 0.07788937538862228 (0.11534616119555526) | > loss_disc_real_1: 0.2144094854593277 (0.1989596677677972) | > loss_disc_real_2: 0.23613010346889496 (0.21441158422171838) | > loss_disc_real_3: 0.22971868515014648 (0.22992832918424863) | > loss_disc_real_4: 0.208689346909523 (0.23028057071463023) | > loss_disc_real_5: 0.2323542833328247 (0.22230451280776137) | > loss_0: 2.4159491062164307 (2.36649575196638) | > grad_norm_0: tensor(20.9765, device='cuda:0') (tensor(24.9464, device='cuda:0')) | > loss_gen: 2.56925630569458 (2.500768005157531) | > loss_kl: 1.9837416410446167 (1.9513657042418668) | > loss_feat: 6.746009826660156 (7.0230916310461335) | > loss_mel: 17.855234146118164 (17.5576360290115) | > loss_duration: 2.138984203338623 (2.046324152283687) | > loss_1: 31.29322624206543 (31.079185522661245) | > grad_norm_1: tensor(455.0968, device='cuda:0') (tensor(262.6465, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.4115 (0.38854865678028716) | > loader_time: 0.0057 (0.004349610980413133) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_279000.pth  --> TIME: 2024-06-11 16:41:23 -- STEP: 284/330 -- GLOBAL_STEP: 279025 | > loss_disc: 2.497730016708374 (2.369475247154772) | > loss_disc_real_0: 0.09085150063037872 (0.11793208236373226) | > loss_disc_real_1: 0.23052765429019928 (0.19954887300100127) | > loss_disc_real_2: 0.2380364090204239 (0.21444282743712545) | > loss_disc_real_3: 0.20748598873615265 (0.22987222870890522) | > loss_disc_real_4: 0.22388313710689545 (0.22958304942913457) | > loss_disc_real_5: 0.22049158811569214 (0.2220169935427921) | > loss_0: 2.497730016708374 (2.369475247154772) | > grad_norm_0: tensor(40.8131, device='cuda:0') (tensor(28.3186, device='cuda:0')) | > loss_gen: 2.318089246749878 (2.501490919522838) | > loss_kl: 1.8889689445495605 (1.9570149187470827) | > loss_feat: 6.3373565673828125 (7.0294019487542165) | > loss_mel: 16.190305709838867 (17.52415265163906) | > loss_duration: 2.1573996543884277 (2.055636925176835) | > loss_1: 28.892120361328125 (31.06769737055604) | > grad_norm_1: tensor(506.6252, device='cuda:0') (tensor(280.4669, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.4571 (0.39431567678988827) | > loader_time: 0.0065 (0.004529047180229508)  --> TIME: 2024-06-11 16:41:35 -- STEP: 309/330 -- GLOBAL_STEP: 279050 | > loss_disc: 2.361036539077759 (2.371059227915643) | > loss_disc_real_0: 0.09571261703968048 (0.11899200820855338) | > loss_disc_real_1: 0.2019280344247818 (0.19954612600379007) | > loss_disc_real_2: 0.2274203896522522 (0.2141816661388743) | > loss_disc_real_3: 0.23892565071582794 (0.2297273326460212) | > loss_disc_real_4: 0.22086694836616516 (0.2300901351237374) | > loss_disc_real_5: 0.23209255933761597 (0.2222365677163825) | > loss_0: 2.361036539077759 (2.371059227915643) | > grad_norm_0: tensor(29.7104, device='cuda:0') (tensor(28.8216, device='cuda:0')) | > loss_gen: 2.325134515762329 (2.4974934699851725) | > loss_kl: 1.9986103773117065 (1.9612412726609068) | > loss_feat: 7.562092304229736 (7.038488710582449) | > loss_mel: 17.051395416259766 (17.48009886942251) | > loss_duration: 2.2336766719818115 (2.067181844541555) | > loss_1: 31.170909881591797 (31.04450421503061) | > grad_norm_1: tensor(360.8348, device='cuda:0') (tensor(283.6400, device='cuda:0')) | > current_lr_0: 0.00018605881818901086 | > current_lr_1: 0.00018605881818901086 | > step_time: 0.5037 (0.40153692609669717) | > loader_time: 0.008 (0.004729856565160657)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.271571159362793 (2.271571159362793) | > loss_disc_real_0: 0.06617093086242676 (0.06617093086242676) | > loss_disc_real_1: 0.2742113471031189 (0.2742113471031189) | > loss_disc_real_2: 0.24012787640094757 (0.24012787640094757) | > loss_disc_real_3: 0.2686603367328644 (0.2686603367328644) | > loss_disc_real_4: 0.24108603596687317 (0.24108603596687317) | > loss_disc_real_5: 0.2153489887714386 (0.2153489887714386) | > loss_0: 2.271571159362793 (2.271571159362793) | > loss_gen: 2.591014862060547 (2.591014862060547) | > loss_kl: 2.127945899963379 (2.127945899963379) | > loss_feat: 7.076408863067627 (7.076408863067627) | > loss_mel: 18.185577392578125 (18.185577392578125) | > loss_duration: 3.037198543548584 (3.037198543548584) | > loss_1: 33.01814651489258 (33.01814651489258)  --> STEP: 1 | > loss_disc: 2.4531466960906982 (2.4531466960906982) | > loss_disc_real_0: 0.08109776675701141 (0.08109776675701141) | > loss_disc_real_1: 0.18672794103622437 (0.18672794103622437) | > loss_disc_real_2: 0.22464610636234283 (0.22464610636234283) | > loss_disc_real_3: 0.26150938868522644 (0.26150938868522644) | > loss_disc_real_4: 0.2918749451637268 (0.2918749451637268) | > loss_disc_real_5: 0.2697656452655792 (0.2697656452655792) | > loss_0: 2.4531466960906982 (2.4531466960906982) | > loss_gen: 2.375781774520874 (2.375781774520874) | > loss_kl: 2.5030529499053955 (2.5030529499053955) | > loss_feat: 6.133615493774414 (6.133615493774414) | > loss_mel: 18.861431121826172 (18.861431121826172) | > loss_duration: 2.3839659690856934 (2.3839659690856934) | > loss_1: 32.25784683227539 (32.25784683227539)  --> STEP: 2 | > loss_disc: 2.408355474472046 (2.430751085281372) | > loss_disc_real_0: 0.037488870322704315 (0.059293318539857864) | > loss_disc_real_1: 0.14332319796085358 (0.16502556949853897) | > loss_disc_real_2: 0.22476941347122192 (0.22470775991678238) | > loss_disc_real_3: 0.2759411633014679 (0.26872527599334717) | > loss_disc_real_4: 0.24654434621334076 (0.2692096456885338) | > loss_disc_real_5: 0.2134750336408615 (0.24162033945322037) | > loss_0: 2.408355474472046 (2.430751085281372) | > loss_gen: 2.10849928855896 (2.242140531539917) | > loss_kl: 2.786133050918579 (2.6445930004119873) | > loss_feat: 6.2507405281066895 (6.192178010940552) | > loss_mel: 18.457799911499023 (18.659615516662598) | > loss_duration: 2.406303882598877 (2.395134925842285) | > loss_1: 32.00947952270508 (32.133663177490234)  --> STEP: 3 | > loss_disc: 2.2599329948425293 (2.373811721801758) | > loss_disc_real_0: 0.13995414972305298 (0.08618026226758957) | > loss_disc_real_1: 0.16866308450698853 (0.1662380745013555) | > loss_disc_real_2: 0.23342758417129517 (0.22761436800161997) | > loss_disc_real_3: 0.2051508128643036 (0.24753378828366598) | > loss_disc_real_4: 0.28142112493515015 (0.27328013877073926) | > loss_disc_real_5: 0.24116015434265137 (0.24146694441636404) | > loss_0: 2.2599329948425293 (2.373811721801758) | > loss_gen: 2.513192892074585 (2.332491318384806) | > loss_kl: 3.1484975814819336 (2.8125611941019693) | > loss_feat: 7.307509422302246 (6.563955148061116) | > loss_mel: 17.86697769165039 (18.395402908325195) | > loss_duration: 2.3155088424682617 (2.368592898050944) | > loss_1: 33.15168762207031 (32.47300465901693)  --> STEP: 4 | > loss_disc: 2.3861913681030273 (2.376906633377075) | > loss_disc_real_0: 0.06224905699491501 (0.08019746094942093) | > loss_disc_real_1: 0.1763993799686432 (0.16877840086817741) | > loss_disc_real_2: 0.2610534727573395 (0.23597414419054985) | > loss_disc_real_3: 0.23106959462165833 (0.24341773986816406) | > loss_disc_real_4: 0.1569107174873352 (0.24418778344988823) | > loss_disc_real_5: 0.15210948884487152 (0.2191275805234909) | > loss_0: 2.3861913681030273 (2.376906633377075) | > loss_gen: 2.0582034587860107 (2.2639193534851074) | > loss_kl: 3.8708276748657227 (3.0771278142929077) | > loss_feat: 7.969518184661865 (6.915345907211304) | > loss_mel: 17.10005760192871 (18.071566581726074) | > loss_duration: 2.38132905960083 (2.3717769384384155) | > loss_1: 33.37993621826172 (32.699737548828125)  --> STEP: 5 | > loss_disc: 2.573152780532837 (2.4161558628082274) | > loss_disc_real_0: 0.10425803065299988 (0.08500957489013672) | > loss_disc_real_1: 0.20965887606143951 (0.17695449590682982) | > loss_disc_real_2: 0.23479706048965454 (0.23573872745037078) | > loss_disc_real_3: 0.31265828013420105 (0.25726584792137147) | > loss_disc_real_4: 0.2810079753398895 (0.2515518218278885) | > loss_disc_real_5: 0.23535987734794617 (0.22237403988838195) | > loss_0: 2.573152780532837 (2.4161558628082274) | > loss_gen: 2.0979809761047363 (2.2307316780090334) | > loss_kl: 2.8741159439086914 (3.0365254402160646) | > loss_feat: 4.5788984298706055 (6.448056411743164) | > loss_mel: 18.89391326904297 (18.236035919189455) | > loss_duration: 2.434234142303467 (2.384268379211426) | > loss_1: 30.87914276123047 (32.335618591308595)  --> STEP: 6 | > loss_disc: 2.4075167179107666 (2.4147160053253174) | > loss_disc_real_0: 0.13569825887680054 (0.09345768888791402) | > loss_disc_real_1: 0.2065359503030777 (0.18188473830620447) | > loss_disc_real_2: 0.2690301537513733 (0.24128729850053787) | > loss_disc_real_3: 0.33031508326530457 (0.26944072047869366) | > loss_disc_real_4: 0.23644161224365234 (0.24903345356384912) | > loss_disc_real_5: 0.2581090033054352 (0.2283298671245575) | > loss_0: 2.4075167179107666 (2.4147160053253174) | > loss_gen: 2.6863017082214355 (2.306660016377767) | > loss_kl: 2.6216471195220947 (2.9673790534337363) | > loss_feat: 6.018735885620117 (6.376502990722656) | > loss_mel: 18.104610443115234 (18.214131673177082) | > loss_duration: 2.148231029510498 (2.344928820927938) | > loss_1: 31.579526901245117 (32.20960330963135)  --> STEP: 7 | > loss_disc: 2.632612705230713 (2.4458441053118025) | > loss_disc_real_0: 0.11221000552177429 (0.09613659126417977) | > loss_disc_real_1: 0.21012692153453827 (0.18591933591025217) | > loss_disc_real_2: 0.23014789819717407 (0.23969595560005733) | > loss_disc_real_3: 0.28295865654945374 (0.27137185420308796) | > loss_disc_real_4: 0.284008264541626 (0.25402985513210297) | > loss_disc_real_5: 0.2964872419834137 (0.23806663496153696) | > loss_0: 2.632612705230713 (2.4458441053118025) | > loss_gen: 2.1807034015655518 (2.288666214261736) | > loss_kl: 4.166328430175781 (3.1386575358254567) | > loss_feat: 5.138124465942383 (6.199591772896903) | > loss_mel: 17.61190414428711 (18.128099169049943) | > loss_duration: 2.5199356079101562 (2.369929790496826) | > loss_1: 31.61699676513672 (32.124945231846404)  --> STEP: 8 | > loss_disc: 2.074303388595581 (2.399401515722275) | > loss_disc_real_0: 0.09853102266788483 (0.0964358951896429) | > loss_disc_real_1: 0.17013773322105408 (0.1839466355741024) | > loss_disc_real_2: 0.23565559089183807 (0.23919091001152992) | > loss_disc_real_3: 0.2244984656572342 (0.2655126806348562) | > loss_disc_real_4: 0.16686736047267914 (0.243134543299675) | > loss_disc_real_5: 0.15981219708919525 (0.22828483022749424) | > loss_0: 2.074303388595581 (2.399401515722275) | > loss_gen: 2.464456558227539 (2.3106400072574615) | > loss_kl: 2.750154733657837 (3.0900946855545044) | > loss_feat: 9.200599670410156 (6.57471776008606) | > loss_mel: 18.515335083007812 (18.176503658294678) | > loss_duration: 2.2427425384521484 (2.3540313839912415) | > loss_1: 35.17328643798828 (32.505987882614136)  --> STEP: 9 | > loss_disc: 2.243025541305542 (2.3820264074537487) | > loss_disc_real_0: 0.10324738174676895 (0.09719272702932358) | > loss_disc_real_1: 0.14301222562789917 (0.17939836780230203) | > loss_disc_real_2: 0.1902320384979248 (0.23375103539890713) | > loss_disc_real_3: 0.2627686560153961 (0.26520778901047176) | > loss_disc_real_4: 0.23008257150650024 (0.24168432421154445) | > loss_disc_real_5: 0.1901620626449585 (0.22404896716276804) | > loss_0: 2.243025541305542 (2.3820264074537487) | > loss_gen: 2.2715630531311035 (2.306298123465644) | > loss_kl: 2.643817663192749 (3.0405083497365317) | > loss_feat: 7.409884452819824 (6.6675140592787) | > loss_mel: 18.625917434692383 (18.226438522338867) | > loss_duration: 2.1784887313842773 (2.33452664481269) | > loss_1: 33.129669189453125 (32.575285805596245)  --> STEP: 10 | > loss_disc: 2.3687551021575928 (2.3806992769241333) | > loss_disc_real_0: 0.07747089862823486 (0.0952205441892147) | > loss_disc_real_1: 0.1923120617866516 (0.180689737200737) | > loss_disc_real_2: 0.24028412997722626 (0.23440434485673906) | > loss_disc_real_3: 0.23594149947166443 (0.262281160056591) | > loss_disc_real_4: 0.15998703241348267 (0.23351459503173827) | > loss_disc_real_5: 0.17391204833984375 (0.21903527528047562) | > loss_0: 2.3687551021575928 (2.3806992769241333) | > loss_gen: 2.1181185245513916 (2.2874801635742186) | > loss_kl: 3.0127663612365723 (3.0377341508865356) | > loss_feat: 7.061748504638672 (6.706937503814697) | > loss_mel: 17.5917911529541 (18.16297378540039) | > loss_duration: 2.334534168243408 (2.3345273971557616) | > loss_1: 32.11895751953125 (32.529652976989745)  --> STEP: 11 | > loss_disc: 2.6473705768585205 (2.404942122372714) | > loss_disc_real_0: 0.1661037653684616 (0.10166447338732806) | > loss_disc_real_1: 0.1977623850107193 (0.18224179609255356) | > loss_disc_real_2: 0.23214608430862427 (0.23419904844327408) | > loss_disc_real_3: 0.2850852906703949 (0.2643542628396641) | > loss_disc_real_4: 0.3704252243041992 (0.24596101587468927) | > loss_disc_real_5: 0.36993303894996643 (0.23275325379588388) | > loss_0: 2.6473705768585205 (2.404942122372714) | > loss_gen: 2.6294801235198975 (2.3185710690238257) | > loss_kl: 3.486149549484253 (3.078499187122692) | > loss_feat: 6.832830429077148 (6.718382315202192) | > loss_mel: 17.57482147216797 (18.10950539328835) | > loss_duration: 2.4780819416046143 (2.3475778102874756) | > loss_1: 33.001365661621094 (32.57253594831987)  --> STEP: 12 | > loss_disc: 2.2023258209228516 (2.3880574305852256) | > loss_disc_real_0: 0.1148262545466423 (0.10276128848393758) | > loss_disc_real_1: 0.13609150052070618 (0.17839593812823296) | > loss_disc_real_2: 0.23622818291187286 (0.23436814298232397) | > loss_disc_real_3: 0.22604642808437347 (0.2611619432767232) | > loss_disc_real_4: 0.17381224036216736 (0.23994861791531244) | > loss_disc_real_5: 0.19827213883399963 (0.2298798275490602) | > loss_0: 2.2023258209228516 (2.3880574305852256) | > loss_gen: 2.3050904273986816 (2.3174476822217303) | > loss_kl: 2.812337875366211 (3.056319077809652) | > loss_feat: 6.575159549713135 (6.706447084744771) | > loss_mel: 17.3210506439209 (18.043800830841064) | > loss_duration: 2.2693636417388916 (2.3410599629084268) | > loss_1: 31.283000946044922 (32.46507469813029)  --> STEP: 13 | > loss_disc: 2.3719329833984375 (2.386817088493934) | > loss_disc_real_0: 0.12402034550905228 (0.10439660056279255) | > loss_disc_real_1: 0.1726665198802948 (0.17795521364762232) | > loss_disc_real_2: 0.2534482777118683 (0.23583584565382737) | > loss_disc_real_3: 0.1984514594078064 (0.25633805990219116) | > loss_disc_real_4: 0.21505732834339142 (0.23803390333285698) | > loss_disc_real_5: 0.18017567694187164 (0.22605643134850723) | > loss_0: 2.3719329833984375 (2.386817088493934) | > loss_gen: 2.217392921447754 (2.309751162162194) | > loss_kl: 3.173938512802124 (3.0653667266552267) | > loss_feat: 7.382032871246338 (6.758415222167969) | > loss_mel: 17.472110748291016 (17.999824670644905) | > loss_duration: 2.2584774494171143 (2.3347074618706336) | > loss_1: 32.50395202636719 (32.46806526184082)  --> STEP: 14 | > loss_disc: 2.3315858840942383 (2.382872002465384) | > loss_disc_real_0: 0.1024198979139328 (0.10425540751644544) | > loss_disc_real_1: 0.1449085772037506 (0.1755947396159172) | > loss_disc_real_2: 0.22137482464313507 (0.23480291558163507) | > loss_disc_real_3: 0.22914491593837738 (0.25439569247620447) | > loss_disc_real_4: 0.1977168619632721 (0.23515411466360092) | > loss_disc_real_5: 0.18138709664344788 (0.22286576458386012) | > loss_0: 2.3315858840942383 (2.382872002465384) | > loss_gen: 2.10316801071167 (2.294995222772871) | > loss_kl: 3.6485557556152344 (3.1070230858666554) | > loss_feat: 5.967304706573486 (6.701907328196934) | > loss_mel: 19.17347526550293 (18.083656855991908) | > loss_duration: 2.386563777923584 (2.3384114844458446) | > loss_1: 33.27906799316406 (32.52599402836391)  --> STEP: 15 | > loss_disc: 2.489699602127075 (2.38999384244283) | > loss_disc_real_0: 0.17418478429317474 (0.10891736596822739) | > loss_disc_real_1: 0.17315685749053955 (0.17543221414089202) | > loss_disc_real_2: 0.26098254323005676 (0.23654822409152984) | > loss_disc_real_3: 0.3007672131061554 (0.2574871271848679) | > loss_disc_real_4: 0.2660771608352661 (0.23721565107504528) | > loss_disc_real_5: 0.2475184202194214 (0.22450927495956421) | > loss_0: 2.489699602127075 (2.38999384244283) | > loss_gen: 2.3534176349639893 (2.2988900502522784) | > loss_kl: 3.149174213409424 (3.1098331610361734) | > loss_feat: 5.778918743133545 (6.640374755859375) | > loss_mel: 17.326980590820312 (18.033211771647135) | > loss_duration: 2.4138998985290527 (2.3434440453847247) | > loss_1: 31.02239227294922 (32.425753911336265)  --> STEP: 16 | > loss_disc: 2.721906900405884 (2.4107384085655212) | > loss_disc_real_0: 0.29651451110839844 (0.12064218753948808) | > loss_disc_real_1: 0.18060338497161865 (0.17575541231781244) | > loss_disc_real_2: 0.28006166219711304 (0.2392678139731288) | > loss_disc_real_3: 0.28370699286460876 (0.25912586878985167) | > loss_disc_real_4: 0.3333532512187958 (0.24322425108402967) | > loss_disc_real_5: 0.33261510729789734 (0.23126588948071003) | > loss_0: 2.721906900405884 (2.4107384085655212) | > loss_gen: 2.4420878887176514 (2.3078399151563644) | > loss_kl: 3.1074960231781006 (3.109687089920044) | > loss_feat: 6.734231948852539 (6.646240830421448) | > loss_mel: 17.255830764770508 (17.984625458717346) | > loss_duration: 2.3715176582336426 (2.3451986461877823) | > loss_1: 31.911163330078125 (32.39359200000763)  --> STEP: 17 | > loss_disc: 2.3944101333618164 (2.409777921788833) | > loss_disc_real_0: 0.09903523325920105 (0.11937119022888296) | > loss_disc_real_1: 0.1837092787027359 (0.17622328681104324) | > loss_disc_real_2: 0.241393581032753 (0.23939285909428315) | > loss_disc_real_3: 0.32475990056991577 (0.262986694188679) | > loss_disc_real_4: 0.28238916397094727 (0.24552806948914246) | > loss_disc_real_5: 0.30520012974739075 (0.2356149624375736) | > loss_0: 2.3944101333618164 (2.409777921788833) | > loss_gen: 2.65484356880188 (2.3282518947825714) | > loss_kl: 2.718682050704956 (3.086686793495627) | > loss_feat: 6.7937541007995605 (6.65491808162016) | > loss_mel: 16.947208404541016 (17.923600926118738) | > loss_duration: 2.4395337104797363 (2.3507477676167206) | > loss_1: 31.55402183532715 (32.344205519732306)  --> STEP: 18 | > loss_disc: 2.4103596210479736 (2.4098102384143405) | > loss_disc_real_0: 0.12644925713539124 (0.11976441616813342) | > loss_disc_real_1: 0.13733504712581635 (0.17406282905075285) | > loss_disc_real_2: 0.21011365950107574 (0.23776623689466053) | > loss_disc_real_3: 0.22918882966041565 (0.2611090350482199) | > loss_disc_real_4: 0.2448851615190506 (0.2454923523796929) | > loss_disc_real_5: 0.1971198320388794 (0.2334763440820906) | > loss_0: 2.4103596210479736 (2.4098102384143405) | > loss_gen: 2.1664791107177734 (2.3192645178900824) | > loss_kl: 3.1089377403259277 (3.0879229572084217) | > loss_feat: 7.825038433074951 (6.719924767812093) | > loss_mel: 16.8564395904541 (17.86431418524848) | > loss_duration: 2.2592058181762695 (2.345662103758918) | > loss_1: 32.216102600097656 (32.337088690863716)  --> STEP: 19 | > loss_disc: 2.399392604827881 (2.40926194190979) | > loss_disc_real_0: 0.25495290756225586 (0.12687959992571882) | > loss_disc_real_1: 0.19529880583286285 (0.17518051203928495) | > loss_disc_real_2: 0.2686884105205536 (0.23939371971707596) | > loss_disc_real_3: 0.23064391314983368 (0.2595056075798838) | > loss_disc_real_4: 0.25214719772338867 (0.2458426073977822) | > loss_disc_real_5: 0.19429253041744232 (0.23141403809974068) | > loss_0: 2.399392604827881 (2.40926194190979) | > loss_gen: 2.583747625350952 (2.3331846814406547) | > loss_kl: 1.9922758340835571 (3.030257319149218) | > loss_feat: 9.399398803710938 (6.860949717069927) | > loss_mel: 17.457408905029297 (17.842898117868526) | > loss_duration: 2.3201358318328857 (2.344318615762811) | > loss_1: 33.752967834472656 (32.4116086457905)  --> STEP: 20 | > loss_disc: 2.3770751953125 (2.4076526045799254) | > loss_disc_real_0: 0.14072127640247345 (0.12757168374955655) | > loss_disc_real_1: 0.1661079376935959 (0.1747268833220005) | > loss_disc_real_2: 0.2018757164478302 (0.23751781955361367) | > loss_disc_real_3: 0.2495546042919159 (0.2590080574154854) | > loss_disc_real_4: 0.2781098186969757 (0.24745596796274186) | > loss_disc_real_5: 0.25636959075927734 (0.23266181573271752) | > loss_0: 2.3770751953125 (2.4076526045799254) | > loss_gen: 2.4012539386749268 (2.336588144302368) | > loss_kl: 2.715925931930542 (3.014540749788284) | > loss_feat: 7.305182456970215 (6.883161354064941) | > loss_mel: 17.89618682861328 (17.845562553405763) | > loss_duration: 2.307276964187622 (2.3424665331840515) | > loss_1: 32.62582778930664 (32.42231960296631)  --> STEP: 21 | > loss_disc: 2.4975366592407227 (2.411932797659011) | > loss_disc_real_0: 0.20047622919082642 (0.1310433287705694) | > loss_disc_real_1: 0.17028798162937164 (0.17451550705092295) | > loss_disc_real_2: 0.26509803533554077 (0.23883116316227687) | > loss_disc_real_3: 0.32165640592575073 (0.2619913121064504) | > loss_disc_real_4: 0.29023197293281555 (0.2494929205803644) | > loss_disc_real_5: 0.22747592628002167 (0.23241486861592248) | > loss_0: 2.4975366592407227 (2.411932797659011) | > loss_gen: 2.57285737991333 (2.3478390602838424) | > loss_kl: 2.4445114135742188 (2.9873964956828525) | > loss_feat: 6.998446941375732 (6.888651143936884) | > loss_mel: 15.588044166564941 (17.738061677841912) | > loss_duration: 2.1551716327667236 (2.333547728402274) | > loss_1: 29.759031295776367 (32.29549635024298)  --> STEP: 22 | > loss_disc: 2.4709579944610596 (2.414615761150013) | > loss_disc_real_0: 0.10273189097642899 (0.1297564452344721) | > loss_disc_real_1: 0.21043415367603302 (0.17614817280660977) | > loss_disc_real_2: 0.18802359700202942 (0.23652172833681107) | > loss_disc_real_3: 0.15784312784671783 (0.257257303731008) | > loss_disc_real_4: 0.2447694092988968 (0.24927821552211588) | > loss_disc_real_5: 0.16766086220741272 (0.22947150468826294) | > loss_0: 2.4709579944610596 (2.414615761150013) | > loss_gen: 1.9170901775360107 (2.3282595656134863) | > loss_kl: 2.2762837409973145 (2.9550731886516917) | > loss_feat: 6.613877773284912 (6.876161445270885) | > loss_mel: 16.666479110717773 (17.68935337933627) | > loss_duration: 2.193329334259033 (2.3271741650321265) | > loss_1: 29.66705894470215 (32.1760219227184)  --> STEP: 23 | > loss_disc: 2.6288068294525146 (2.4239284162936) | > loss_disc_real_0: 0.15930423140525818 (0.13104113158972366) | > loss_disc_real_1: 0.21080826222896576 (0.1776551332162774) | > loss_disc_real_2: 0.27098390460014343 (0.23802008382652118) | > loss_disc_real_3: 0.28716567158699036 (0.2585576675508333) | > loss_disc_real_4: 0.23617152869701385 (0.2487083595731984) | > loss_disc_real_5: 0.2900119125843048 (0.23210369633591693) | > loss_0: 2.6288068294525146 (2.4239284162936) | > loss_gen: 2.2049779891967773 (2.3228994970736294) | > loss_kl: 2.4367470741271973 (2.9325372706288877) | > loss_feat: 6.613339424133301 (6.864734400873599) | > loss_mel: 18.109533309936523 (17.707622071971063) | > loss_duration: 2.2758302688598633 (2.3249418217202886) | > loss_1: 31.640426635742188 (32.15273517111074)  --> STEP: 24 | > loss_disc: 2.4635467529296875 (2.4255791803201037) | > loss_disc_real_0: 0.05811028555035591 (0.12800234633808336) | > loss_disc_real_1: 0.15289591252803802 (0.1766234990209341) | > loss_disc_real_2: 0.21069104969501495 (0.23688137407104173) | > loss_disc_real_3: 0.2562691867351532 (0.25846231418351334) | > loss_disc_real_4: 0.304865300655365 (0.2510482321182887) | > loss_disc_real_5: 0.24790088832378387 (0.2327619126687447) | > loss_0: 2.4635467529296875 (2.4255791803201037) | > loss_gen: 2.0423457622528076 (2.3112097581227617) | > loss_kl: 2.904362916946411 (2.931363339225451) | > loss_feat: 5.882205486297607 (6.823795696099599) | > loss_mel: 19.43375587463379 (17.779544313748676) | > loss_duration: 2.421931266784668 (2.328983048597971) | > loss_1: 32.684600830078125 (32.17489624023438)  --> STEP: 25 | > loss_disc: 2.5198376178741455 (2.4293495178222653) | > loss_disc_real_0: 0.14995217323303223 (0.1288803394138813) | > loss_disc_real_1: 0.20831412076950073 (0.17789112389087677) | > loss_disc_real_2: 0.21135662496089935 (0.23586038410663604) | > loss_disc_real_3: 0.2501479983329773 (0.25812974154949186) | > loss_disc_real_4: 0.20105504989624023 (0.24904850482940674) | > loss_disc_real_5: 0.2201070487499237 (0.2322557181119919) | > loss_0: 2.5198376178741455 (2.4293495178222653) | > loss_gen: 2.0948126316070557 (2.3025538730621333) | > loss_kl: 2.5883922576904297 (2.9176444959640504) | > loss_feat: 5.28812313079834 (6.762368793487549) | > loss_mel: 15.167662620544434 (17.675069046020507) | > loss_duration: 2.348665475845337 (2.329770345687866) | > loss_1: 27.487655639648438 (31.987406616210947)  --> STEP: 26 | > loss_disc: 2.3180484771728516 (2.425068708566519) | > loss_disc_real_0: 0.08894269168376923 (0.1273442760396462) | > loss_disc_real_1: 0.24001061916351318 (0.18028033524751663) | > loss_disc_real_2: 0.12965784966945648 (0.2317756712436676) | > loss_disc_real_3: 0.1361853927373886 (0.2534395742874879) | > loss_disc_real_4: 0.130913645029068 (0.24450485637554756) | > loss_disc_real_5: 0.16566632688045502 (0.2296945876800097) | > loss_0: 2.3180484771728516 (2.425068708566519) | > loss_gen: 2.00121808052063 (2.29096403488746) | > loss_kl: 2.5245256423950195 (2.902524540057549) | > loss_feat: 12.201074600219727 (6.971549786054171) | > loss_mel: 18.901042938232422 (17.72222188802866) | > loss_duration: 2.2775142192840576 (2.3277604946723347) | > loss_1: 37.90537643432617 (32.21502083998461) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025049723111666166 (-0.0001452794441810022) | > avg_loss_disc: 2.425068708566519 (+0.039118968523465636) | > avg_loss_disc_real_0: 0.1273442760396462 (+0.003061754485735535) | > avg_loss_disc_real_1: 0.18028033524751663 (-0.03780345160227555) | > avg_loss_disc_real_2: 0.2317756712436676 (-0.00037912909801190997) | > avg_loss_disc_real_3: 0.2534395742874879 (+0.05351748632696959) | > avg_loss_disc_real_4: 0.24450485637554756 (+0.033725936252337246) | > avg_loss_disc_real_5: 0.2296945876800097 (+0.020890047343877644) | > avg_loss_0: 2.425068708566519 (+0.039118968523465636) | > avg_loss_gen: 2.29096403488746 (+0.02010002044531012) | > avg_loss_kl: 2.902524540057549 (+0.07591075622118426) | > avg_loss_feat: 6.971549786054171 (-0.16333378278292177) | > avg_loss_mel: 17.72222188802866 (-0.20195385125967036) | > avg_loss_duration: 2.3277604946723347 (-0.011469391676096397) | > avg_loss_1: 32.21502083998461 (-0.28074638660137197)  > EPOCH: 579/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:42:08)   --> TIME: 2024-06-11 16:42:11 -- STEP: 4/330 -- GLOBAL_STEP: 279075 | > loss_disc: 2.230703592300415 (2.2212061285972595) | > loss_disc_real_0: 0.07608229666948318 (0.08922266773879528) | > loss_disc_real_1: 0.17038719356060028 (0.18776371702551842) | > loss_disc_real_2: 0.19119301438331604 (0.19331835955381393) | > loss_disc_real_3: 0.1934177279472351 (0.21459082886576653) | > loss_disc_real_4: 0.22475272417068481 (0.21396777778863907) | > loss_disc_real_5: 0.2339072972536087 (0.21277935430407524) | > loss_0: 2.230703592300415 (2.2212061285972595) | > grad_norm_0: tensor(4.7291, device='cuda:0') (tensor(5.3473, device='cuda:0')) | > loss_gen: 2.5883102416992188 (2.5779337286949158) | > loss_kl: 1.9939255714416504 (1.7988740503787994) | > loss_feat: 7.369094371795654 (7.295372843742371) | > loss_mel: 17.548662185668945 (18.102642059326172) | > loss_duration: 2.1782491207122803 (2.180574059486389) | > loss_1: 31.678241729736328 (31.95539617538452) | > grad_norm_1: tensor(46.7510, device='cuda:0') (tensor(42.8602, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3433 (0.39332181215286255) | > loader_time: 0.0029 (0.0033777952194213867)  --> TIME: 2024-06-11 16:42:20 -- STEP: 29/330 -- GLOBAL_STEP: 279100 | > loss_disc: 2.414238452911377 (2.3206182594957023) | > loss_disc_real_0: 0.11592112481594086 (0.10672305781265785) | > loss_disc_real_1: 0.20049862563610077 (0.19568756479641486) | > loss_disc_real_2: 0.19207966327667236 (0.2053975539988485) | > loss_disc_real_3: 0.24040618538856506 (0.22618636026464659) | > loss_disc_real_4: 0.23157742619514465 (0.2306751310825348) | > loss_disc_real_5: 0.2199939340353012 (0.22031717464841646) | > loss_0: 2.414238452911377 (2.3206182594957023) | > grad_norm_0: tensor(12.1652, device='cuda:0') (tensor(6.8846, device='cuda:0')) | > loss_gen: 2.4999938011169434 (2.5166838169097896) | > loss_kl: 2.0769202709198 (1.8689614287738143) | > loss_feat: 7.087220191955566 (7.09586552915902) | > loss_mel: 17.643665313720703 (17.773088126346988) | > loss_duration: 2.002420425415039 (2.047158113841353) | > loss_1: 31.31022071838379 (31.30175708902293) | > grad_norm_1: tensor(138.4362, device='cuda:0') (tensor(69.3959, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.368 (0.370782942607485) | > loader_time: 0.0037 (0.003474177985355772)  --> TIME: 2024-06-11 16:42:29 -- STEP: 54/330 -- GLOBAL_STEP: 279125 | > loss_disc: 2.3368990421295166 (2.3391985363430443) | > loss_disc_real_0: 0.12908408045768738 (0.10782992453486831) | > loss_disc_real_1: 0.20729705691337585 (0.19711789268034477) | > loss_disc_real_2: 0.21929246187210083 (0.20902701881196764) | > loss_disc_real_3: 0.2525067627429962 (0.22829865057159354) | > loss_disc_real_4: 0.24999968707561493 (0.23192827762277038) | > loss_disc_real_5: 0.21405170857906342 (0.22155412396898977) | > loss_0: 2.3368990421295166 (2.3391985363430443) | > grad_norm_0: tensor(8.0309, device='cuda:0') (tensor(9.0341, device='cuda:0')) | > loss_gen: 2.5927059650421143 (2.492069231139289) | > loss_kl: 2.068997621536255 (1.9206380115614996) | > loss_feat: 7.446125507354736 (7.000116524872957) | > loss_mel: 18.404367446899414 (17.663622043750912) | > loss_duration: 1.979712963104248 (2.017423152923583) | > loss_1: 32.49190902709961 (31.093868997361923) | > grad_norm_1: tensor(39.4926, device='cuda:0') (tensor(86.5853, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3905 (0.37044043011135525) | > loader_time: 0.0041 (0.0035580484955399123)  --> TIME: 2024-06-11 16:42:39 -- STEP: 79/330 -- GLOBAL_STEP: 279150 | > loss_disc: 2.4002890586853027 (2.346681142155129) | > loss_disc_real_0: 0.11521750688552856 (0.1097593694170819) | > loss_disc_real_1: 0.17919258773326874 (0.1962068631679197) | > loss_disc_real_2: 0.215571328997612 (0.20912011080904847) | > loss_disc_real_3: 0.23907865583896637 (0.22841504216194153) | > loss_disc_real_4: 0.22997502982616425 (0.23247191404240042) | > loss_disc_real_5: 0.2241193801164627 (0.2224998877772802) | > loss_0: 2.4002890586853027 (2.346681142155129) | > grad_norm_0: tensor(8.2302, device='cuda:0') (tensor(8.5673, device='cuda:0')) | > loss_gen: 2.517287254333496 (2.47904728635957) | > loss_kl: 2.033703565597534 (1.96255655379235) | > loss_feat: 6.610162258148193 (6.9879448685464975) | > loss_mel: 16.960002899169922 (17.612935102438634) | > loss_duration: 1.9622163772583008 (2.0077297491363333) | > loss_1: 30.083370208740234 (31.05021365684799) | > grad_norm_1: tensor(144.0534, device='cuda:0') (tensor(84.9976, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3795 (0.37097352365904224) | > loader_time: 0.0037 (0.0036254804345625864)  --> TIME: 2024-06-11 16:42:49 -- STEP: 104/330 -- GLOBAL_STEP: 279175 | > loss_disc: 2.2659049034118652 (2.347106220630499) | > loss_disc_real_0: 0.11210891604423523 (0.11032732404195346) | > loss_disc_real_1: 0.1671646386384964 (0.19703294437092084) | > loss_disc_real_2: 0.1968916654586792 (0.20906617607061675) | > loss_disc_real_3: 0.20413289964199066 (0.22751429634025463) | > loss_disc_real_4: 0.23213399946689606 (0.231852980903708) | > loss_disc_real_5: 0.21576449275016785 (0.2223767265677452) | > loss_0: 2.2659049034118652 (2.347106220630499) | > grad_norm_0: tensor(7.4737, device='cuda:0') (tensor(8.5649, device='cuda:0')) | > loss_gen: 2.594947338104248 (2.476694719149516) | > loss_kl: 2.130556344985962 (1.964073474590595) | > loss_feat: 7.157208442687988 (6.9712786216002245) | > loss_mel: 18.300609588623047 (17.600630998611454) | > loss_duration: 2.0442841053009033 (2.0083267207329096) | > loss_1: 32.22760772705078 (31.021004621799175) | > grad_norm_1: tensor(112.8172, device='cuda:0') (tensor(87.3100, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3735 (0.37388144318874067) | > loader_time: 0.0039 (0.0036897842700664815)  --> TIME: 2024-06-11 16:42:58 -- STEP: 129/330 -- GLOBAL_STEP: 279200 | > loss_disc: 2.3627259731292725 (2.353761946508126) | > loss_disc_real_0: 0.11838562786579132 (0.11178936006486878) | > loss_disc_real_1: 0.22116564214229584 (0.19729985920495766) | > loss_disc_real_2: 0.20693282783031464 (0.20995151430599446) | > loss_disc_real_3: 0.23232847452163696 (0.22878410788469536) | > loss_disc_real_4: 0.2165765017271042 (0.23192171440568082) | > loss_disc_real_5: 0.20939797163009644 (0.22276711048081863) | > loss_0: 2.3627259731292725 (2.353761946508126) | > grad_norm_0: tensor(9.8799, device='cuda:0') (tensor(8.9355, device='cuda:0')) | > loss_gen: 2.5112457275390625 (2.47772889728694) | > loss_kl: 2.0751729011535645 (1.9810309086659157) | > loss_feat: 6.711382865905762 (6.997450111448303) | > loss_mel: 17.681884765625 (17.636775408604347) | > loss_duration: 1.9891507625579834 (2.0100793126941667) | > loss_1: 30.96883773803711 (31.103064692297647) | > grad_norm_1: tensor(116.2296, device='cuda:0') (tensor(93.8136, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3663 (0.3755498394485592) | > loader_time: 0.0038 (0.0037567948186120323)  --> TIME: 2024-06-11 16:43:08 -- STEP: 154/330 -- GLOBAL_STEP: 279225 | > loss_disc: 2.4492580890655518 (2.357102513313293) | > loss_disc_real_0: 0.11850007623434067 (0.1129594932902943) | > loss_disc_real_1: 0.19133968651294708 (0.19724978525917247) | > loss_disc_real_2: 0.2594780921936035 (0.21099631614112235) | > loss_disc_real_3: 0.24171379208564758 (0.22889202929936447) | > loss_disc_real_4: 0.2273862659931183 (0.23156673993383134) | > loss_disc_real_5: 0.2378378063440323 (0.22260008994248007) | > loss_0: 2.4492580890655518 (2.357102513313293) | > grad_norm_0: tensor(15.5127, device='cuda:0') (tensor(9.5951, device='cuda:0')) | > loss_gen: 2.4773001670837402 (2.473595554178412) | > loss_kl: 2.102565050125122 (1.9858198847089494) | > loss_feat: 6.840151786804199 (6.988471350112519) | > loss_mel: 16.923696517944336 (17.619266138448346) | > loss_duration: 2.0259287357330322 (2.0131512191388516) | > loss_1: 30.36964225769043 (31.080304244896034) | > grad_norm_1: tensor(173.1903, device='cuda:0') (tensor(100.8824, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3785 (0.37688283951251544) | > loader_time: 0.0048 (0.0038602088952993416)  --> TIME: 2024-06-11 16:43:18 -- STEP: 179/330 -- GLOBAL_STEP: 279250 | > loss_disc: 2.3636436462402344 (2.358250592673957) | > loss_disc_real_0: 0.1097271591424942 (0.11439832770291654) | > loss_disc_real_1: 0.1877531260251999 (0.197635815047019) | > loss_disc_real_2: 0.19511878490447998 (0.21052320051792614) | > loss_disc_real_3: 0.23707284033298492 (0.2287522861577945) | > loss_disc_real_4: 0.2209930121898651 (0.23170051603010913) | > loss_disc_real_5: 0.2089557945728302 (0.22339499387994158) | > loss_0: 2.3636436462402344 (2.358250592673957) | > grad_norm_0: tensor(42.9082, device='cuda:0') (tensor(11.3601, device='cuda:0')) | > loss_gen: 2.5261106491088867 (2.474370016066055) | > loss_kl: 2.0803041458129883 (1.9932807424214964) | > loss_feat: 7.630226135253906 (6.995598180333995) | > loss_mel: 17.61730194091797 (17.606474604686557) | > loss_duration: 2.08223557472229 (2.019309069191276) | > loss_1: 31.93617820739746 (31.089032626018845) | > grad_norm_1: tensor(453.8889, device='cuda:0') (tensor(123.9155, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.3913 (0.3787518573206896) | > loader_time: 0.0048 (0.003976097320045176)  --> TIME: 2024-06-11 16:43:28 -- STEP: 204/330 -- GLOBAL_STEP: 279275 | > loss_disc: 2.273078680038452 (2.3574102532629873) | > loss_disc_real_0: 0.10812793672084808 (0.11472774629353308) | > loss_disc_real_1: 0.2067684531211853 (0.19804695014860113) | > loss_disc_real_2: 0.21608667075634003 (0.21080584553819076) | > loss_disc_real_3: 0.20154711604118347 (0.22887024641329168) | > loss_disc_real_4: 0.22150161862373352 (0.23141970207878187) | > loss_disc_real_5: 0.21828584372997284 (0.2228700208897684) | > loss_0: 2.273078680038452 (2.3574102532629873) | > grad_norm_0: tensor(6.3918, device='cuda:0') (tensor(14.0312, device='cuda:0')) | > loss_gen: 2.757136583328247 (2.482711186595991) | > loss_kl: 2.164508819580078 (1.9963059676628487) | > loss_feat: 7.754969120025635 (7.020999948183696) | > loss_mel: 18.254512786865234 (17.596461426978028) | > loss_duration: 2.025550603866577 (2.0268990432514857) | > loss_1: 32.9566764831543 (31.123377584943583) | > grad_norm_1: tensor(335.0384, device='cuda:0') (tensor(151.0152, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.4275 (0.38183167635225784) | > loader_time: 0.0051 (0.004059574183295756)  --> TIME: 2024-06-11 16:43:39 -- STEP: 229/330 -- GLOBAL_STEP: 279300 | > loss_disc: 2.411757469177246 (2.3599738783190864) | > loss_disc_real_0: 0.15452422201633453 (0.11545460560566473) | > loss_disc_real_1: 0.18587225675582886 (0.19844502581519327) | > loss_disc_real_2: 0.19934050738811493 (0.21067806531768699) | > loss_disc_real_3: 0.23561829328536987 (0.22932484440147616) | > loss_disc_real_4: 0.2501601278781891 (0.23059580120457313) | > loss_disc_real_5: 0.17252959311008453 (0.22261004019772643) | > loss_0: 2.411757469177246 (2.3599738783190864) | > grad_norm_0: tensor(49.8437, device='cuda:0') (tensor(16.4258, device='cuda:0')) | > loss_gen: 2.359189987182617 (2.4890110315714336) | > loss_kl: 2.11696195602417 (1.9980718516887015) | > loss_feat: 6.723797798156738 (7.020598199169709) | > loss_mel: 17.70498275756836 (17.54641169752096) | > loss_duration: 2.12734317779541 (2.0353582717445735) | > loss_1: 31.032276153564453 (31.089451069394574) | > grad_norm_1: tensor(173.7408, device='cuda:0') (tensor(176.5697, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.4111 (0.3849962663442287) | > loader_time: 0.0054 (0.004173513062656188)  --> TIME: 2024-06-11 16:43:50 -- STEP: 254/330 -- GLOBAL_STEP: 279325 | > loss_disc: 2.382077932357788 (2.3620895879475152) | > loss_disc_real_0: 0.11029359698295593 (0.11540008818833378) | > loss_disc_real_1: 0.190556138753891 (0.19893382190484699) | > loss_disc_real_2: 0.23226046562194824 (0.21125616848938109) | > loss_disc_real_3: 0.21789956092834473 (0.22904054462675036) | > loss_disc_real_4: 0.231013685464859 (0.2311115865632305) | > loss_disc_real_5: 0.21364212036132812 (0.22253685714456978) | > loss_0: 2.382077932357788 (2.3620895879475152) | > grad_norm_0: tensor(23.2086, device='cuda:0') (tensor(18.5703, device='cuda:0')) | > loss_gen: 2.5316836833953857 (2.4924795195812313) | > loss_kl: 2.049398422241211 (2.0013682203968677) | > loss_feat: 7.403576374053955 (7.037415889304454) | > loss_mel: 16.793296813964844 (17.520473164836254) | > loss_duration: 2.0730090141296387 (2.042729913719056) | > loss_1: 30.850963592529297 (31.094466682494154) | > grad_norm_1: tensor(363.1265, device='cuda:0') (tensor(196.6400, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.4321 (0.3889563384018545) | > loader_time: 0.0053 (0.004284939428014081)  --> TIME: 2024-06-11 16:44:01 -- STEP: 279/330 -- GLOBAL_STEP: 279350 | > loss_disc: 2.392927885055542 (2.362946307787331) | > loss_disc_real_0: 0.10154116153717041 (0.11630431200814931) | > loss_disc_real_1: 0.22447361052036285 (0.19901480496356988) | > loss_disc_real_2: 0.24768289923667908 (0.21115815292336176) | > loss_disc_real_3: 0.26033806800842285 (0.22900659209083912) | > loss_disc_real_4: 0.23695716261863708 (0.2309369903097871) | > loss_disc_real_5: 0.2194298356771469 (0.22241283435120807) | > loss_0: 2.392927885055542 (2.362946307787331) | > grad_norm_0: tensor(16.0813, device='cuda:0') (tensor(18.4608, device='cuda:0')) | > loss_gen: 2.4929420948028564 (2.4879818783011483) | > loss_kl: 1.9708805084228516 (2.0062751637564764) | > loss_feat: 7.32113790512085 (7.040285913747699) | > loss_mel: 17.27468490600586 (17.486708938434557) | > loss_duration: 2.140023946762085 (2.051968858233489) | > loss_1: 31.199670791625977 (31.07322073495516) | > grad_norm_1: tensor(94.9398, device='cuda:0') (tensor(198.1752, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.4413 (0.3939082331982138) | > loader_time: 0.006 (0.004431398111432257)  --> TIME: 2024-06-11 16:44:13 -- STEP: 304/330 -- GLOBAL_STEP: 279375 | > loss_disc: 2.338355541229248 (2.364560059026669) | > loss_disc_real_0: 0.14062641561031342 (0.11745490806520377) | > loss_disc_real_1: 0.22946797311306 (0.19924465297280172) | > loss_disc_real_2: 0.20974235236644745 (0.21131412586883486) | > loss_disc_real_3: 0.2503090798854828 (0.2294331991947011) | > loss_disc_real_4: 0.2527909576892853 (0.23091249863960245) | > loss_disc_real_5: 0.24554380774497986 (0.2226162862130686) | > loss_0: 2.338355541229248 (2.364560059026669) | > grad_norm_0: tensor(43.4526, device='cuda:0') (tensor(19.5616, device='cuda:0')) | > loss_gen: 2.502112627029419 (2.4852870663529942) | > loss_kl: 2.19674015045166 (2.010385428604326) | > loss_feat: 7.9666924476623535 (7.046949684619904) | > loss_mel: 16.98201560974121 (17.43908404362829) | > loss_duration: 2.2127785682678223 (2.062812784784718) | > loss_1: 31.860340118408203 (31.044518997794704) | > grad_norm_1: tensor(687.3502, device='cuda:0') (tensor(211.8618, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 0.4844 (0.3999491514343964) | > loader_time: 0.0065 (0.004606103426531743)  --> TIME: 2024-06-11 16:44:41 -- STEP: 329/330 -- GLOBAL_STEP: 279400 | > loss_disc: 2.5218167304992676 (2.369027266024096) | > loss_disc_real_0: 0.12670929729938507 (0.11870705400873825) | > loss_disc_real_1: 0.17737048864364624 (0.19968417010589937) | > loss_disc_real_2: 0.17017576098442078 (0.2113330424013108) | > loss_disc_real_3: 0.24926963448524475 (0.22954192114456085) | > loss_disc_real_4: 0.20733636617660522 (0.2310165482994996) | > loss_disc_real_5: 0.2635210156440735 (0.2230979498124775) | > loss_0: 2.5218167304992676 (2.369027266024096) | > grad_norm_0: tensor(13.4860, device='cuda:0') (tensor(20.4785, device='cuda:0')) | > loss_gen: 2.383111000061035 (2.480980731071309) | > loss_kl: 2.1982309818267822 (2.016154335262565) | > loss_feat: 9.189678192138672 (7.133415512038582) | > loss_mel: 17.37009048461914 (17.415963283063434) | > loss_duration: 2.3056395053863525 (2.0772494139279982) | > loss_1: 33.44675064086914 (31.12376327862493) | > grad_norm_1: tensor(121.2693, device='cuda:0') (tensor(221.8094, device='cuda:0')) | > current_lr_0: 0.00018603556083673722 | > current_lr_1: 0.00018603556083673722 | > step_time: 13.6323 (0.4526714169870394) | > loader_time: 0.033 (0.005036980910141781)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4416043758392334 (2.4416043758392334) | > loss_disc_real_0: 0.08015350997447968 (0.08015350997447968) | > loss_disc_real_1: 0.19972293078899384 (0.19972293078899384) | > loss_disc_real_2: 0.23549972474575043 (0.23549972474575043) | > loss_disc_real_3: 0.2512086033821106 (0.2512086033821106) | > loss_disc_real_4: 0.2889102101325989 (0.2889102101325989) | > loss_disc_real_5: 0.32578641176223755 (0.32578641176223755) | > loss_0: 2.4416043758392334 (2.4416043758392334) | > loss_gen: 2.298916816711426 (2.298916816711426) | > loss_kl: 2.0060322284698486 (2.0060322284698486) | > loss_feat: 4.0212016105651855 (4.0212016105651855) | > loss_mel: 14.695371627807617 (14.695371627807617) | > loss_duration: 2.8750202655792236 (2.8750202655792236) | > loss_1: 25.896543502807617 (25.896543502807617)  --> STEP: 1 | > loss_disc: 2.2723069190979004 (2.2723069190979004) | > loss_disc_real_0: 0.05592220276594162 (0.05592220276594162) | > loss_disc_real_1: 0.18311819434165955 (0.18311819434165955) | > loss_disc_real_2: 0.187123104929924 (0.187123104929924) | > loss_disc_real_3: 0.17340847849845886 (0.17340847849845886) | > loss_disc_real_4: 0.2017970085144043 (0.2017970085144043) | > loss_disc_real_5: 0.19875095784664154 (0.19875095784664154) | > loss_0: 2.2723069190979004 (2.2723069190979004) | > loss_gen: 2.009493112564087 (2.009493112564087) | > loss_kl: 2.8404111862182617 (2.8404111862182617) | > loss_feat: 6.851701736450195 (6.851701736450195) | > loss_mel: 19.893518447875977 (19.893518447875977) | > loss_duration: 2.3769054412841797 (2.3769054412841797) | > loss_1: 33.97203063964844 (33.97203063964844)  --> STEP: 2 | > loss_disc: 2.3091049194335938 (2.290705919265747) | > loss_disc_real_0: 0.07469384372234344 (0.06530802324414253) | > loss_disc_real_1: 0.20880652964115143 (0.1959623619914055) | > loss_disc_real_2: 0.265022873878479 (0.2260729894042015) | > loss_disc_real_3: 0.21727265417575836 (0.1953405663371086) | > loss_disc_real_4: 0.28711944818496704 (0.24445822834968567) | > loss_disc_real_5: 0.2679276466369629 (0.23333930224180222) | > loss_0: 2.3091049194335938 (2.290705919265747) | > loss_gen: 2.770632028579712 (2.3900625705718994) | > loss_kl: 2.4459779262542725 (2.643194556236267) | > loss_feat: 6.7479143142700195 (6.799808025360107) | > loss_mel: 18.541051864624023 (19.21728515625) | > loss_duration: 2.489786148071289 (2.4333457946777344) | > loss_1: 32.995361328125 (33.48369598388672)  --> STEP: 3 | > loss_disc: 2.377899169921875 (2.319770336151123) | > loss_disc_real_0: 0.11301811784505844 (0.0812113881111145) | > loss_disc_real_1: 0.21451595425605774 (0.20214689274628958) | > loss_disc_real_2: 0.1508627086877823 (0.20100289583206177) | > loss_disc_real_3: 0.15934206545352936 (0.18334106604258218) | > loss_disc_real_4: 0.22236143052577972 (0.23709262907505035) | > loss_disc_real_5: 0.21876633167266846 (0.2284816453854243) | > loss_0: 2.377899169921875 (2.319770336151123) | > loss_gen: 2.2514610290527344 (2.3438620567321777) | > loss_kl: 3.074963331222534 (2.7871174812316895) | > loss_feat: 7.096185207366943 (6.898600419362386) | > loss_mel: 19.031295776367188 (19.155288696289062) | > loss_duration: 2.3274850845336914 (2.3980588912963867) | > loss_1: 33.78139114379883 (33.58292770385742)  --> STEP: 4 | > loss_disc: 2.214930295944214 (2.2935603260993958) | > loss_disc_real_0: 0.1356753408908844 (0.09482737630605698) | > loss_disc_real_1: 0.17376677691936493 (0.1950518637895584) | > loss_disc_real_2: 0.17611351609230042 (0.19478055089712143) | > loss_disc_real_3: 0.2097889930009842 (0.1899530477821827) | > loss_disc_real_4: 0.2332065999507904 (0.23612112179398537) | > loss_disc_real_5: 0.19994433224201202 (0.22134731709957123) | > loss_0: 2.214930295944214 (2.2935603260993958) | > loss_gen: 2.3645505905151367 (2.3490341901779175) | > loss_kl: 3.737779140472412 (3.02478289604187) | > loss_feat: 7.440481662750244 (7.034070730209351) | > loss_mel: 17.556140899658203 (18.755501747131348) | > loss_duration: 2.314681053161621 (2.3772144317626953) | > loss_1: 33.41363525390625 (33.54060459136963)  --> STEP: 5 | > loss_disc: 2.575122356414795 (2.3498727321624755) | > loss_disc_real_0: 0.1116134524345398 (0.09818459153175355) | > loss_disc_real_1: 0.20449459552764893 (0.1969404101371765) | > loss_disc_real_2: 0.2155100256204605 (0.19892644584178926) | > loss_disc_real_3: 0.2695961594581604 (0.20588167011737823) | > loss_disc_real_4: 0.33685579895973206 (0.2562680572271347) | > loss_disc_real_5: 0.35774680972099304 (0.2486272156238556) | > loss_0: 2.575122356414795 (2.3498727321624755) | > loss_gen: 2.3833417892456055 (2.3558957099914553) | > loss_kl: 2.7810394763946533 (2.9760342121124266) | > loss_feat: 5.371974945068359 (6.701651573181152) | > loss_mel: 18.734127044677734 (18.751226806640624) | > loss_duration: 2.310481071472168 (2.36386775970459) | > loss_1: 31.58096694946289 (33.148677062988284)  --> STEP: 6 | > loss_disc: 2.1704459190368652 (2.319968263308207) | > loss_disc_real_0: 0.05232982710003853 (0.09054213079313438) | > loss_disc_real_1: 0.15416735410690308 (0.18981156746546426) | > loss_disc_real_2: 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loss_disc_real_5: 0.22797846794128418 (0.24316065864903585) | > loss_0: 2.626852512359619 (2.3638088703155518) | > loss_gen: 1.9842287302017212 (2.33169618674687) | > loss_kl: 4.098001003265381 (3.1204934120178223) | > loss_feat: 6.355461597442627 (6.712083067212786) | > loss_mel: 16.433610916137695 (18.284603391374862) | > loss_duration: 2.5014634132385254 (2.3611030919211253) | > loss_1: 31.372764587402344 (32.80998011997768)  --> STEP: 8 | > loss_disc: 2.379006862640381 (2.3657086193561554) | > loss_disc_real_0: 0.07743959128856659 (0.09543597744777799) | > loss_disc_real_1: 0.12083370238542557 (0.18544199597090483) | > loss_disc_real_2: 0.17545729875564575 (0.19849885441362858) | > loss_disc_real_3: 0.22125796973705292 (0.21027295663952827) | > loss_disc_real_4: 0.15272526443004608 (0.23263929411768913) | > loss_disc_real_5: 0.16528372466564178 (0.2334260419011116) | > loss_0: 2.379006862640381 (2.3657086193561554) | > loss_gen: 2.025057792663574 (2.293366387486458) | > loss_kl: 2.927243709564209 (3.0963371992111206) | > loss_feat: 12.27734661102295 (7.407741010189056) | > loss_mel: 20.168420791625977 (18.52008056640625) | > loss_duration: 2.23349666595459 (2.3451522886753082) | > loss_1: 39.63156509399414 (33.662678241729736)  --> STEP: 9 | > loss_disc: 2.3279013633728027 (2.3615078131357827) | > loss_disc_real_0: 0.17462927103042603 (0.10423523229029444) | > loss_disc_real_1: 0.16269546747207642 (0.18291460391547945) | > loss_disc_real_2: 0.20255081355571747 (0.1989490720960829) | > loss_disc_real_3: 0.22903650999069214 (0.2123577959007687) | > loss_disc_real_4: 0.22114259004592896 (0.23136188255416024) | > loss_disc_real_5: 0.22188317775726318 (0.232143501440684) | > loss_0: 2.3279013633728027 (2.3615078131357827) | > loss_gen: 2.4252121448516846 (2.308015916082594) | > loss_kl: 2.536421298980713 (3.034124321407742) | > loss_feat: 8.19189167022705 (7.494868861304389) | > loss_mel: 20.25057029724121 (18.71235720316569) | > loss_duration: 2.190164804458618 (2.327931457095676) | > loss_1: 35.594261169433594 (33.87729856703017)  --> STEP: 10 | > loss_disc: 2.346604824066162 (2.360017514228821) | > loss_disc_real_0: 0.18564653396606445 (0.11237636245787144) | > loss_disc_real_1: 0.19410255551338196 (0.1840333990752697) | > loss_disc_real_2: 0.18699365854263306 (0.19775353074073793) | > loss_disc_real_3: 0.20698685944080353 (0.21182070225477218) | > loss_disc_real_4: 0.21451537311077118 (0.22967723160982131) | > loss_disc_real_5: 0.1810116469860077 (0.22703031599521636) | > loss_0: 2.346604824066162 (2.360017514228821) | > loss_gen: 2.3253393173217773 (2.3097482562065124) | > loss_kl: 3.0458340644836426 (3.035295295715332) | > loss_feat: 7.351768970489502 (7.4805588722229) | > loss_mel: 19.37677574157715 (18.778799057006836) | > loss_duration: 2.334183931350708 (2.328556704521179) | > loss_1: 34.433902740478516 (33.932958984375)  --> STEP: 11 | > loss_disc: 2.4128611087799072 (2.3648214773698286) | > loss_disc_real_0: 0.12606142461299896 (0.11362045901742848) | > loss_disc_real_1: 0.17822514474391937 (0.18350537595423785) | > loss_disc_real_2: 0.18555541336536407 (0.1966446109793403) | > loss_disc_real_3: 0.19387730956077576 (0.21018948473713614) | > loss_disc_real_4: 0.27273303270339966 (0.23359139534560117) | > loss_disc_real_5: 0.22327950596809387 (0.22668933326547797) | > loss_0: 2.4128611087799072 (2.3648214773698286) | > loss_gen: 2.3368241786956787 (2.3122097037055274) | > loss_kl: 4.111936092376709 (3.133171731775457) | > loss_feat: 7.597700595855713 (7.491208119825884) | > loss_mel: 18.11927032470703 (18.718841899525035) | > loss_duration: 2.4915590286254883 (2.343375097621571) | > loss_1: 34.65728759765625 (33.99880704012784)  --> STEP: 12 | > loss_disc: 2.5233192443847656 (2.3780296246210733) | > loss_disc_real_0: 0.08193295449018478 (0.11097983364015818) | > loss_disc_real_1: 0.22586117684841156 (0.18703502602875233) | > loss_disc_real_2: 0.328928679227829 (0.20766828333338103) | > loss_disc_real_3: 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2.681234359741211 (2.401353065784161) | > loss_gen: 2.229893684387207 (2.294224748244652) | > loss_kl: 3.2112743854522705 (3.091183754114004) | > loss_feat: 6.059829235076904 (7.293105125427246) | > loss_mel: 15.975845336914062 (18.428912969735954) | > loss_duration: 2.2298450469970703 (2.3348258275252123) | > loss_1: 29.70668601989746 (33.44225267263559)  --> STEP: 14 | > loss_disc: 2.3920466899871826 (2.4006883246558055) | > loss_disc_real_0: 0.1022508293390274 (0.1078707796654531) | > loss_disc_real_1: 0.1605406403541565 (0.18674193269440106) | > loss_disc_real_2: 0.20061606168746948 (0.20843391439744405) | > loss_disc_real_3: 0.18737706542015076 (0.21392640684332168) | > loss_disc_real_4: 0.26397573947906494 (0.2397057626928602) | > loss_disc_real_5: 0.21961814165115356 (0.23101612712655747) | > loss_0: 2.3920466899871826 (2.4006883246558055) | > loss_gen: 2.2339792251586914 (2.2899214965956545) | > loss_kl: 3.4393932819366455 (3.116055863244193) | > loss_feat: 5.997907638549805 (7.200591019221714) | > loss_mel: 18.586660385131836 (18.44018064226423) | > loss_duration: 2.379723072052002 (2.33803277356284) | > loss_1: 32.63766098022461 (33.38478183746338)  --> STEP: 15 | > loss_disc: 2.5905604362487793 (2.41334646542867) | > loss_disc_real_0: 0.139201357960701 (0.10995948488513628) | > loss_disc_real_1: 0.27560725808143616 (0.1926662877202034) | > loss_disc_real_2: 0.2657332420349121 (0.21225386957327524) | > loss_disc_real_3: 0.29619690775871277 (0.21941110690434773) | > loss_disc_real_4: 0.2264762818813324 (0.238823797305425) | > loss_disc_real_5: 0.19748555123806 (0.22878075540065765) | > loss_0: 2.5905604362487793 (2.41334646542867) | > loss_gen: 2.289365530014038 (2.2898844321568803) | > loss_kl: 3.7642250061035156 (3.1592671394348146) | > loss_feat: 6.445070266723633 (7.150222969055176) | > loss_mel: 17.067733764648438 (18.34868418375651) | > loss_duration: 2.355391502380371 (2.3391900221506754) | > loss_1: 31.92178726196289 (33.287248865763345)  --> STEP: 16 | > loss_disc: 2.691818952560425 (2.430750995874405) | > loss_disc_real_0: 0.2739562690258026 (0.12020928389392793) | > loss_disc_real_1: 0.3146916627883911 (0.20029287366196513) | > loss_disc_real_2: 0.24530678987503052 (0.21431967709213495) | > loss_disc_real_3: 0.2763296365737915 (0.22296851500868797) | > loss_disc_real_4: 0.24350975453853607 (0.23911666963249445) | > loss_disc_real_5: 0.21337203681468964 (0.22781771048903465) | > loss_0: 2.691818952560425 (2.430750995874405) | > loss_gen: 2.614879846572876 (2.31019664555788) | > loss_kl: 2.3702239990234375 (3.1099519431591034) | > loss_feat: 8.300848007202148 (7.222137033939362) | > loss_mel: 17.196163177490234 (18.276651620864868) | > loss_duration: 2.396336078643799 (2.3427616506814957) | > loss_1: 32.87845230102539 (33.261699080467224)  --> STEP: 17 | > loss_disc: 2.4774441719055176 (2.4334976532879997) | > loss_disc_real_0: 0.11905962228775024 (0.12014165674062337) | > loss_disc_real_1: 0.23096325993537903 (0.20209701403098948) | > loss_disc_real_2: 0.2803906500339508 (0.21820620491224177) | > loss_disc_real_3: 0.2356194704771042 (0.22371268885977127) | > loss_disc_real_4: 0.28044378757476807 (0.24154767657027526) | > loss_disc_real_5: 0.3934635519981384 (0.23756158351898193) | > loss_0: 2.4774441719055176 (2.4334976532879997) | > loss_gen: 2.5669312477111816 (2.3252986809786624) | > loss_kl: 2.677298069000244 (3.0845017152674057) | > loss_feat: 5.743142604827881 (7.135137361638686) | > loss_mel: 17.959163665771484 (18.257975858800553) | > loss_duration: 2.5018556118011475 (2.3521201189826515) | > loss_1: 31.44839096069336 (33.15503389695112)  --> STEP: 18 | > loss_disc: 2.3481080532073975 (2.428753786616855) | > loss_disc_real_0: 0.09402144700288773 (0.11869053397741583) | > loss_disc_real_1: 0.2060767561197281 (0.2023181108136972) | > loss_disc_real_2: 0.1418335884809494 (0.21396328177716997) | > loss_disc_real_3: 0.2110893577337265 (0.22301139268610212) | > loss_disc_real_4: 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(18.224268913269043) | > loss_duration: 2.335644245147705 (2.3429264307022093) | > loss_1: 32.735172271728516 (33.205119609832764)  --> STEP: 21 | > loss_disc: 2.3714427947998047 (2.4341982319241477) | > loss_disc_real_0: 0.15217331051826477 (0.127164243410031) | > loss_disc_real_1: 0.23894678056240082 (0.20696198620966502) | > loss_disc_real_2: 0.23658166825771332 (0.21749797463417053) | > loss_disc_real_3: 0.12731333076953888 (0.22325882528509414) | > loss_disc_real_4: 0.20279286801815033 (0.23620141545931497) | > loss_disc_real_5: 0.17252889275550842 (0.23478010722569057) | > loss_0: 2.3714427947998047 (2.4341982319241477) | > loss_gen: 2.2525734901428223 (2.342698852221171) | > loss_kl: 2.6045310497283936 (2.973198663620722) | > loss_feat: 5.842129707336426 (7.229708081200009) | > loss_mel: 13.905491828918457 (18.0186128616333) | > loss_duration: 2.17281174659729 (2.334825731459118) | > loss_1: 26.777538299560547 (32.89904430934361)  --> STEP: 22 | > loss_disc: 2.4245128631591797 (2.4337579878893765) | > loss_disc_real_0: 0.1353827565908432 (0.127537812190977) | > loss_disc_real_1: 0.2711549401283264 (0.20987984775142235) | > loss_disc_real_2: 0.21689176559448242 (0.21747041967782108) | > loss_disc_real_3: 0.22232972085475922 (0.22321659326553345) | > loss_disc_real_4: 0.25745531916618347 (0.23716750199144537) | > loss_disc_real_5: 0.2752721607685089 (0.2366206551140005) | > loss_0: 2.4245128631591797 (2.4337579878893765) | > loss_gen: 2.480466604232788 (2.3489610227671536) | > loss_kl: 2.2358264923095703 (2.939681746742942) | > loss_feat: 6.802470684051514 (7.210288199511441) | > loss_mel: 17.11579704284668 (17.97757577896118) | > loss_duration: 2.1846282482147217 (2.327998573129827) | > loss_1: 30.819189071655273 (32.804505434903234)  --> STEP: 23 | > loss_disc: 2.5285451412200928 (2.437879168468973) | > loss_disc_real_0: 0.14441989362239838 (0.1282718157314736) | > loss_disc_real_1: 0.236967071890831 (0.21105755314878796) | > loss_disc_real_2: 0.2084159106016159 (0.21707674537015997) | > loss_disc_real_3: 0.23638804256916046 (0.2237892649743868) | > loss_disc_real_4: 0.2778370976448059 (0.23893574528072192) | > loss_disc_real_5: 0.2062327265739441 (0.2352994408296502) | > loss_0: 2.5285451412200928 (2.437879168468973) | > loss_gen: 2.1682801246643066 (2.3411053315452905) | > loss_kl: 2.2179980278015137 (2.9083041937454888) | > loss_feat: 4.767784595489502 (7.104092390640922) | > loss_mel: 16.210451126098633 (17.900744272314984) | > loss_duration: 2.2561864852905273 (2.324876308441162) | > loss_1: 27.62070083618164 (32.579122626263164)  --> STEP: 24 | > loss_disc: 2.343792200088501 (2.4339588781197867) | > loss_disc_real_0: 0.1380767524242401 (0.12868035476033887) | > loss_disc_real_1: 0.2441278100013733 (0.2124354805176457) | > loss_disc_real_2: 0.23367378115653992 (0.21776828852792582) | > loss_disc_real_3: 0.2084820717573166 (0.22315146525700888) | > loss_disc_real_4: 0.26700785756111145 (0.24010541662573814) | > loss_disc_real_5: 0.23776490986347198 (0.23540216870605946) | > loss_0: 2.343792200088501 (2.4339588781197867) | > loss_gen: 2.623265504837036 (2.3528620054324465) | > loss_kl: 2.819607734680176 (2.904608507951101) | > loss_feat: 6.8609514236450195 (7.093961517016093) | > loss_mel: 17.278881072998047 (17.874833305676777) | > loss_duration: 2.405829906463623 (2.328249375025431) | > loss_1: 31.988536834716797 (32.55451488494873)  --> STEP: 25 | > loss_disc: 2.2793619632720947 (2.427775001525879) | > loss_disc_real_0: 0.08569203317165375 (0.12696082189679145) | > loss_disc_real_1: 0.18621699512004852 (0.2113867411017418) | > loss_disc_real_2: 0.20375601947307587 (0.21720779776573182) | > loss_disc_real_3: 0.21380721032619476 (0.2227776950597763) | > loss_disc_real_4: 0.182053342461586 (0.23778333365917206) | > loss_disc_real_5: 0.1863558292388916 (0.23344031512737273) | > loss_0: 2.2793619632720947 (2.427775001525879) | > loss_gen: 2.118267059326172 (2.3434782075881957) | > loss_kl: 2.562650680541992 (2.8909301948547363) | > loss_feat: 6.904847145080566 (7.086396942138672) | > loss_mel: 16.817371368408203 (17.832534828186034) | > loss_duration: 2.3732481002807617 (2.3300493240356444) | > loss_1: 30.776386260986328 (32.48338973999024)  --> STEP: 26 | > loss_disc: 2.220630645751953 (2.4198079109191895) | > loss_disc_real_0: 0.1393263041973114 (0.12743641736988837) | > loss_disc_real_1: 0.11811959743499756 (0.20779954326840547) | > loss_disc_real_2: 0.13397015631198883 (0.21400635001751092) | > loss_disc_real_3: 0.22397013008594513 (0.22282355794539818) | > loss_disc_real_4: 0.18444359302520752 (0.23573180517325035) | > loss_disc_real_5: 0.1272677630186081 (0.2293567554308818) | > loss_0: 2.220630645751953 (2.4198079109191895) | > loss_gen: 2.19750714302063 (2.3378639358740587) | > loss_kl: 2.4139976501464844 (2.8725866354428806) | > loss_feat: 13.190183639526367 (7.321157968961275) | > loss_mel: 19.913084030151367 (17.912555951338547) | > loss_duration: 2.31693959236145 (2.3295451035866366) | > loss_1: 40.03171157836914 (32.77370981069712) --> EVAL PERFORMANCE | > avg_loader_time: 0.002432043735797589 (-7.292857536902748e-05) | > avg_loss_disc: 2.4198079109191895 (-0.0052607976473293405) | > avg_loss_disc_real_0: 0.12743641736988837 (+9.214133024215698e-05) | > avg_loss_disc_real_1: 0.20779954326840547 (+0.027519208020888836) | > avg_loss_disc_real_2: 0.21400635001751092 (-0.01776932122615668) | > avg_loss_disc_real_3: 0.22282355794539818 (-0.03061601634208974) | > avg_loss_disc_real_4: 0.23573180517325035 (-0.00877305120229721) | > avg_loss_disc_real_5: 0.2293567554308818 (-0.0003378322491278951) | > avg_loss_0: 2.4198079109191895 (-0.0052607976473293405) | > avg_loss_gen: 2.3378639358740587 (+0.04689990098659891) | > avg_loss_kl: 2.8725866354428806 (-0.029937904614668387) | > avg_loss_feat: 7.321157968961275 (+0.3496081829071045) | > avg_loss_mel: 17.912555951338547 (+0.1903340633098871) | > avg_loss_duration: 2.3295451035866366 (+0.0017846089143018773) | > avg_loss_1: 32.77370981069712 (+0.5586889707125096)  > EPOCH: 580/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:44:47)   --> TIME: 2024-06-11 16:44:57 -- STEP: 24/330 -- GLOBAL_STEP: 279425 | > loss_disc: 2.3294897079467773 (2.324168026447296) | > loss_disc_real_0: 0.1303556263446808 (0.10474557677904765) | > loss_disc_real_1: 0.1992088109254837 (0.19588470396896204) | > loss_disc_real_2: 0.21202290058135986 (0.21134018463393053) | > loss_disc_real_3: 0.25086891651153564 (0.22763759084045887) | > loss_disc_real_4: 0.2222473919391632 (0.22989013915260634) | > loss_disc_real_5: 0.19911886751651764 (0.21721358162661394) | > loss_0: 2.3294897079467773 (2.324168026447296) | > grad_norm_0: tensor(11.9782, device='cuda:0') (tensor(7.6389, device='cuda:0')) | > loss_gen: 2.6764464378356934 (2.4972133239110312) | > loss_kl: 1.9227995872497559 (1.89437731107076) | > loss_feat: 7.851985454559326 (6.997958958148956) | > loss_mel: 17.808359146118164 (17.824253638585407) | > loss_duration: 1.980029582977295 (2.05904387931029) | > loss_1: 32.239620208740234 (31.272847255071003) | > grad_norm_1: tensor(87.5629, device='cuda:0') (tensor(63.7364, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.3476 (0.35920633872350055) | > loader_time: 0.0052 (0.003074675798416138)  --> TIME: 2024-06-11 16:45:07 -- STEP: 49/330 -- GLOBAL_STEP: 279450 | > loss_disc: 2.3028852939605713 (2.356928859438215) | > loss_disc_real_0: 0.09126460552215576 (0.10880342110687373) | > loss_disc_real_1: 0.2149866223335266 (0.1983281592933499) | > loss_disc_real_2: 0.14592623710632324 (0.2096121341598277) | > loss_disc_real_3: 0.2072613388299942 (0.22962567575123846) | > loss_disc_real_4: 0.22824135422706604 (0.23162717356973764) | > loss_disc_real_5: 0.2223191261291504 (0.22439597577464823) | > loss_0: 2.3028852939605713 (2.356928859438215) | > grad_norm_0: tensor(18.6855, device='cuda:0') (tensor(9.7386, device='cuda:0')) | > loss_gen: 2.4926540851593018 (2.4662997479341464) | > loss_kl: 2.139052629470825 (1.931718534352828) | > loss_feat: 7.027343273162842 (6.978156196827791) | > loss_mel: 17.74559211730957 (17.761995782657547) | > loss_duration: 1.9465827941894531 (2.0175556236383865) | > loss_1: 31.351224899291992 (31.15572606300821) | > grad_norm_1: tensor(173.2282, device='cuda:0') (tensor(90.3002, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.4074 (0.3730866325144864) | > loader_time: 0.004 (0.0034356117248535156)  --> TIME: 2024-06-11 16:45:17 -- STEP: 74/330 -- GLOBAL_STEP: 279475 | > loss_disc: 2.4118072986602783 (2.343239462053454) | > loss_disc_real_0: 0.07189439982175827 (0.10804913026859632) | > loss_disc_real_1: 0.14522574841976166 (0.19650912747995272) | > loss_disc_real_2: 0.21630606055259705 (0.21044329191381864) | > loss_disc_real_3: 0.23972442746162415 (0.2274291291832924) | > loss_disc_real_4: 0.28364524245262146 (0.23182097983521385) | > loss_disc_real_5: 0.24749189615249634 (0.22287523303482984) | > loss_0: 2.4118072986602783 (2.343239462053454) | > grad_norm_0: tensor(14.9826, device='cuda:0') (tensor(9.8320, device='cuda:0')) | > loss_gen: 2.6714608669281006 (2.492469665166494) | > loss_kl: 1.9838154315948486 (1.9360271321760643) | > loss_feat: 7.497893333435059 (7.071110023034586) | > loss_mel: 18.00282859802246 (17.812298697394294) | > loss_duration: 1.9561059474945068 (2.0046426992158635) | > loss_1: 32.11210250854492 (31.316548218598236) | > grad_norm_1: tensor(184.9050, device='cuda:0') (tensor(105.6713, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.3924 (0.3764195764386975) | > loader_time: 0.0037 (0.003578959284601985)  --> TIME: 2024-06-11 16:45:27 -- STEP: 99/330 -- GLOBAL_STEP: 279500 | > loss_disc: 2.3908557891845703 (2.3511720811477823) | > loss_disc_real_0: 0.13130271434783936 (0.11083436625623944) | > loss_disc_real_1: 0.25190192461013794 (0.19887661482348584) | > loss_disc_real_2: 0.22535093128681183 (0.21169150944310006) | > loss_disc_real_3: 0.21997390687465668 (0.22789018533446573) | > loss_disc_real_4: 0.22762848436832428 (0.23081713087028927) | > loss_disc_real_5: 0.2474345713853836 (0.22205153213004875) | > loss_0: 2.3908557891845703 (2.3511720811477823) | > grad_norm_0: tensor(19.7010, device='cuda:0') (tensor(11.4824, device='cuda:0')) | > loss_gen: 2.4610555171966553 (2.487560823710278) | > loss_kl: 1.8616924285888672 (1.936360978116893) | > loss_feat: 6.996175289154053 (7.0700247841651995) | > loss_mel: 17.916553497314453 (17.788061103435474) | > loss_duration: 2.0186538696289062 (2.0046593179606433) | > loss_1: 31.254131317138672 (31.286666985714074) | > grad_norm_1: tensor(185.4116, device='cuda:0') (tensor(124.7045, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.3966 (0.3801243016214082) | > loader_time: 0.0042 (0.0037025779184668957) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_279500.pth  --> TIME: 2024-06-11 16:45:41 -- STEP: 124/330 -- GLOBAL_STEP: 279525 | > loss_disc: 2.3235034942626953 (2.3483430300989463) | > loss_disc_real_0: 0.11927942931652069 (0.11068448733778731) | > loss_disc_real_1: 0.21178081631660461 (0.19792333245277402) | > loss_disc_real_2: 0.20550675690174103 (0.21109761477958772) | > loss_disc_real_3: 0.19746948778629303 (0.2278093913149449) | > loss_disc_real_4: 0.21601396799087524 (0.2302586755925609) | > loss_disc_real_5: 0.1912117600440979 (0.22147624158570844) | > loss_0: 2.3235034942626953 (2.3483430300989463) | > grad_norm_0: tensor(10.3712, device='cuda:0') (tensor(12.5220, device='cuda:0')) | > loss_gen: 2.5752522945404053 (2.4887109187341507) | > loss_kl: 1.929295301437378 (1.9404426418965863) | > loss_feat: 7.335773468017578 (7.078737343511274) | > loss_mel: 18.476215362548828 (17.766956544691503) | > loss_duration: 2.026027202606201 (2.007516735984434) | > loss_1: 32.34256362915039 (31.28236424538397) | > grad_norm_1: tensor(169.9074, device='cuda:0') (tensor(146.2477, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.4096 (0.38371541038636237) | > loader_time: 0.0046 (0.0038152337074279785)  --> TIME: 2024-06-11 16:45:51 -- STEP: 149/330 -- GLOBAL_STEP: 279550 | > loss_disc: 2.2900214195251465 (2.344225286637376) | > loss_disc_real_0: 0.06577451527118683 (0.11077041256447766) | > loss_disc_real_1: 0.1784442663192749 (0.19790426596699146) | > loss_disc_real_2: 0.2052014023065567 (0.2104164367954203) | > loss_disc_real_3: 0.19355237483978271 (0.22771315486639138) | > loss_disc_real_4: 0.20552924275398254 (0.23008644960870678) | > loss_disc_real_5: 0.22379660606384277 (0.2216570591366531) | > loss_0: 2.2900214195251465 (2.344225286637376) | > grad_norm_0: tensor(30.7955, device='cuda:0') (tensor(13.9376, device='cuda:0')) | > loss_gen: 2.616068124771118 (2.497651221768168) | > loss_kl: 1.9339380264282227 (1.951382316198925) | > loss_feat: 7.1915411949157715 (7.102014282405777) | > loss_mel: 17.574663162231445 (17.731438860797233) | > loss_duration: 2.028474807739258 (2.011348161921405) | > loss_1: 31.344684600830078 (31.29383492949825) | > grad_norm_1: tensor(317.7989, device='cuda:0') (tensor(161.7883, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.3729 (0.3827446115096944) | > loader_time: 0.0054 (0.0038967708613248477)  --> TIME: 2024-06-11 16:46:01 -- STEP: 174/330 -- GLOBAL_STEP: 279575 | > loss_disc: 2.479562520980835 (2.351061719587479) | > loss_disc_real_0: 0.19551075994968414 (0.11233819770658839) | > loss_disc_real_1: 0.2131199985742569 (0.19805356337763796) | > loss_disc_real_2: 0.26245856285095215 (0.2111076777693869) | > loss_disc_real_3: 0.23992890119552612 (0.2283274360086726) | > loss_disc_real_4: 0.2136669009923935 (0.22924218617979136) | > loss_disc_real_5: 0.1992388516664505 (0.22144355111081024) | > loss_0: 2.479562520980835 (2.351061719587479) | > grad_norm_0: tensor(9.9954, device='cuda:0') (tensor(15.3730, device='cuda:0')) | > loss_gen: 2.56376576423645 (2.502106832361768) | > loss_kl: 2.0433969497680664 (1.9585393852201) | > loss_feat: 7.203197479248047 (7.099121762418199) | > loss_mel: 18.213701248168945 (17.70026006369754) | > loss_duration: 2.1250715255737305 (2.017196599779458) | > loss_1: 32.14913558959961 (31.277224738022376) | > grad_norm_1: tensor(377.7224, device='cuda:0') (tensor(182.9463, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.3865 (0.38217135270436603) | > loader_time: 0.0044 (0.003957504513619961)  --> TIME: 2024-06-11 16:46:11 -- STEP: 199/330 -- GLOBAL_STEP: 279600 | > loss_disc: 2.3063173294067383 (2.3541229621848863) | > loss_disc_real_0: 0.10106201469898224 (0.11286433488504971) | > loss_disc_real_1: 0.1904737502336502 (0.19788400514341478) | > loss_disc_real_2: 0.21018481254577637 (0.21109342350432622) | > loss_disc_real_3: 0.2181124985218048 (0.2292190280242182) | > loss_disc_real_4: 0.2138831466436386 (0.23104473940990677) | > loss_disc_real_5: 0.21990247070789337 (0.22213418766781312) | > loss_0: 2.3063173294067383 (2.3541229621848863) | > grad_norm_0: tensor(21.2636, device='cuda:0') (tensor(17.0191, device='cuda:0')) | > loss_gen: 2.564277172088623 (2.49840716860402) | > loss_kl: 1.9907610416412354 (1.961104335497372) | > loss_feat: 6.925462245941162 (7.077994756363145) | > loss_mel: 17.888559341430664 (17.658970205029043) | > loss_duration: 2.1378204822540283 (2.0254164538790844) | > loss_1: 31.506881713867188 (31.221893003837547) | > grad_norm_1: tensor(292.2651, device='cuda:0') (tensor(204.0879, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.399 (0.3830495024446267) | > loader_time: 0.005 (0.004050516003939379)  --> TIME: 2024-06-11 16:46:21 -- STEP: 224/330 -- GLOBAL_STEP: 279625 | > loss_disc: 2.3404548168182373 (2.3551204545157285) | > loss_disc_real_0: 0.1116107851266861 (0.11390630895870604) | > loss_disc_real_1: 0.21871189773082733 (0.19792852364480495) | > loss_disc_real_2: 0.18232481181621552 (0.21114685852080584) | > loss_disc_real_3: 0.25410282611846924 (0.22943165805190802) | > loss_disc_real_4: 0.20278556644916534 (0.23067976840372598) | > loss_disc_real_5: 0.20321130752563477 (0.22233082154499634) | > loss_0: 2.3404548168182373 (2.3551204545157285) | > grad_norm_0: tensor(11.9737, device='cuda:0') (tensor(19.2374, device='cuda:0')) | > loss_gen: 2.468735694885254 (2.4979603769523746) | > loss_kl: 1.9903171062469482 (1.969468045447554) | > loss_feat: 7.236856937408447 (7.068013610584395) | > loss_mel: 17.60724639892578 (17.62182762793132) | > loss_duration: 2.1492862701416016 (2.0329364852181517) | > loss_1: 31.45244026184082 (31.19020619562694) | > grad_norm_1: tensor(498.9644, device='cuda:0') (tensor(220.7424, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.4121 (0.38570680575711386) | > loader_time: 0.0056 (0.004182004502841407)  --> TIME: 2024-06-11 16:46:32 -- STEP: 249/330 -- GLOBAL_STEP: 279650 | > loss_disc: 2.304029941558838 (2.3549053937077034) | > loss_disc_real_0: 0.07061786949634552 (0.11382932361050782) | > loss_disc_real_1: 0.20170925557613373 (0.1983679367236823) | > loss_disc_real_2: 0.23915226757526398 (0.21098622518131532) | > loss_disc_real_3: 0.22619694471359253 (0.22914096288173552) | > loss_disc_real_4: 0.22947435081005096 (0.23089897255581546) | > loss_disc_real_5: 0.1865321695804596 (0.22204179995988746) | > loss_0: 2.304029941558838 (2.3549053937077034) | > grad_norm_0: tensor(53.2585, device='cuda:0') (tensor(21.1550, device='cuda:0')) | > loss_gen: 2.824014663696289 (2.502318860057845) | > loss_kl: 2.0482113361358643 (1.9733049692399052) | > loss_feat: 6.738635540008545 (7.077447849105161) | > loss_mel: 17.187091827392578 (17.584882146383386) | > loss_duration: 2.102879524230957 (2.041421429220454) | > loss_1: 30.900833129882812 (31.179375284646888) | > grad_norm_1: tensor(532.5035, device='cuda:0') (tensor(237.4525, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.4283 (0.389346483720833) | > loader_time: 0.0058 (0.004316053237302239)  --> TIME: 2024-06-11 16:46:43 -- STEP: 274/330 -- GLOBAL_STEP: 279675 | > loss_disc: 2.4125051498413086 (2.3565121262612996) | > loss_disc_real_0: 0.07448416948318481 (0.11551332344593358) | > loss_disc_real_1: 0.17582888901233673 (0.19894284423250355) | > loss_disc_real_2: 0.25786569714546204 (0.21139591861597812) | > loss_disc_real_3: 0.22891446948051453 (0.22944025657255285) | > loss_disc_real_4: 0.23314885795116425 (0.23043566300486126) | > loss_disc_real_5: 0.22151391208171844 (0.22174120134245742) | > loss_0: 2.4125051498413086 (2.3565121262612996) | > grad_norm_0: tensor(76.1800, device='cuda:0') (tensor(24.1002, device='cuda:0')) | > loss_gen: 2.600019693374634 (2.5051223901066457) | > loss_kl: 1.9103630781173706 (1.9781522298381276) | > loss_feat: 7.038479804992676 (7.098851092540434) | > loss_mel: 16.679000854492188 (17.554698171406766) | > loss_duration: 2.150705099105835 (2.049714197642613) | > loss_1: 30.378568649291992 (31.186538125476698) | > grad_norm_1: tensor(598.1017, device='cuda:0') (tensor(259.0969, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.4521 (0.3944028676861394) | > loader_time: 0.0056 (0.004468547166699045)  --> TIME: 2024-06-11 16:46:55 -- STEP: 299/330 -- GLOBAL_STEP: 279700 | > loss_disc: 2.3215646743774414 (2.359334110017605) | > loss_disc_real_0: 0.07367956638336182 (0.1173357511169735) | > loss_disc_real_1: 0.20564435422420502 (0.19963578122316) | > loss_disc_real_2: 0.2430281639099121 (0.2116638085614878) | > loss_disc_real_3: 0.22113968431949615 (0.22946412985938847) | > loss_disc_real_4: 0.22224850952625275 (0.23009231292882493) | > loss_disc_real_5: 0.19460807740688324 (0.22119067434881842) | > loss_0: 2.3215646743774414 (2.359334110017605) | > grad_norm_0: tensor(43.3977, device='cuda:0') (tensor(26.5384, device='cuda:0')) | > loss_gen: 2.488579750061035 (2.506821616437522) | > loss_kl: 2.0322396755218506 (1.980131874116368) | > loss_feat: 7.31907320022583 (7.115171899763637) | > loss_mel: 16.950422286987305 (17.509634853605444) | > loss_duration: 2.2234792709350586 (2.0601947949482855) | > loss_1: 31.0137939453125 (31.171955070368025) | > grad_norm_1: tensor(566.8622, device='cuda:0') (tensor(276.5106, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.4718 (0.4007733442312898) | > loader_time: 0.0071 (0.00465843669546887)  --> TIME: 2024-06-11 16:47:09 -- STEP: 324/330 -- GLOBAL_STEP: 279725 | > loss_disc: 2.3557684421539307 (2.363809785725158) | > loss_disc_real_0: 0.10851818323135376 (0.11846289869949773) | > loss_disc_real_1: 0.23209995031356812 (0.1999542533799454) | > loss_disc_real_2: 0.2170773446559906 (0.21194280136698562) | > loss_disc_real_3: 0.24046844244003296 (0.22973227597497128) | > loss_disc_real_4: 0.23961074650287628 (0.23028720561185) | > loss_disc_real_5: 0.21293479204177856 (0.22162921271390384) | > loss_0: 2.3557684421539307 (2.363809785725158) | > grad_norm_0: tensor(23.4191, device='cuda:0') (tensor(27.2413, device='cuda:0')) | > loss_gen: 2.767486572265625 (2.503108828156081) | > loss_kl: 2.1110286712646484 (1.9864997893203924) | > loss_feat: 9.53489875793457 (7.164995640884211) | > loss_mel: 17.124860763549805 (17.47148981212098) | > loss_duration: 2.265594720840454 (2.0744995323964104) | > loss_1: 33.803871154785156 (31.200593618699063) | > grad_norm_1: tensor(607.0374, device='cuda:0') (tensor(284.4600, device='cuda:0')) | > current_lr_0: 0.00018601230639163263 | > current_lr_1: 0.00018601230639163263 | > step_time: 0.6579 (0.4124780069162816) | > loader_time: 0.0089 (0.004922389248271053)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.288379430770874 (2.288379430770874) | > loss_disc_real_0: 0.0789489671587944 (0.0789489671587944) | > loss_disc_real_1: 0.1935379058122635 (0.1935379058122635) | > loss_disc_real_2: 0.2578873336315155 (0.2578873336315155) | > loss_disc_real_3: 0.2578601837158203 (0.2578601837158203) | > loss_disc_real_4: 0.2708078622817993 (0.2708078622817993) | > loss_disc_real_5: 0.254252165555954 (0.254252165555954) | > loss_0: 2.288379430770874 (2.288379430770874) | > loss_gen: 2.757240056991577 (2.757240056991577) | > loss_kl: 2.4817702770233154 (2.4817702770233154) | > loss_feat: 8.627796173095703 (8.627796173095703) | > loss_mel: 19.05150604248047 (19.05150604248047) | > loss_duration: 3.058133125305176 (3.058133125305176) | > loss_1: 35.976444244384766 (35.976444244384766)  --> STEP: 1 | > loss_disc: 2.3505828380584717 (2.3505828380584717) | > loss_disc_real_0: 0.07130752503871918 (0.07130752503871918) | > loss_disc_real_1: 0.207175612449646 (0.207175612449646) | > loss_disc_real_2: 0.2034568041563034 (0.2034568041563034) | > loss_disc_real_3: 0.2743564546108246 (0.2743564546108246) | > loss_disc_real_4: 0.25348612666130066 (0.25348612666130066) | > loss_disc_real_5: 0.2612835168838501 (0.2612835168838501) | > loss_0: 2.3505828380584717 (2.3505828380584717) | > loss_gen: 2.2508418560028076 (2.2508418560028076) | > loss_kl: 2.387138605117798 (2.387138605117798) | > loss_feat: 5.21348762512207 (5.21348762512207) | > loss_mel: 18.139251708984375 (18.139251708984375) | > loss_duration: 2.3992905616760254 (2.3992905616760254) | > loss_1: 30.3900089263916 (30.3900089263916)  --> STEP: 2 | > loss_disc: 2.2162604331970215 (2.2834216356277466) | > loss_disc_real_0: 0.05733596906065941 (0.06432174704968929) | > loss_disc_real_1: 0.2387402504682541 (0.22295793145895004) | > loss_disc_real_2: 0.15968318283557892 (0.18156999349594116) | > loss_disc_real_3: 0.2278890460729599 (0.25112275034189224) | > loss_disc_real_4: 0.25112634897232056 (0.2523062378168106) | > loss_disc_real_5: 0.23862335085868835 (0.24995343387126923) | > loss_0: 2.2162604331970215 (2.2834216356277466) | > loss_gen: 2.4051618576049805 (2.328001856803894) | > loss_kl: 2.483220338821411 (2.4351794719696045) | > loss_feat: 5.9791259765625 (5.596306800842285) | > loss_mel: 19.643718719482422 (18.8914852142334) | > loss_duration: 2.536482334136963 (2.467886447906494) | > loss_1: 33.04771041870117 (31.718859672546387)  --> STEP: 3 | > loss_disc: 2.2561373710632324 (2.2743268807729087) | > loss_disc_real_0: 0.09757588803768158 (0.0754064607123534) | > loss_disc_real_1: 0.1922176331281662 (0.21271116534868875) | > loss_disc_real_2: 0.22963577508926392 (0.19759192069371542) | > loss_disc_real_3: 0.23021483421325684 (0.24415344496568045) | > loss_disc_real_4: 0.29254621267318726 (0.26571956276893616) | > loss_disc_real_5: 0.24284324049949646 (0.24758336941401163) | > loss_0: 2.2561373710632324 (2.2743268807729087) | > loss_gen: 2.4966630935668945 (2.3842222690582275) | > loss_kl: 3.175443410873413 (2.681934118270874) | > loss_feat: 6.231470584869385 (5.808028062184651) | > loss_mel: 17.908950805664062 (18.563973744710285) | > loss_duration: 2.324357271194458 (2.420043389002482) | > loss_1: 32.13688278198242 (31.858200709025066)  --> STEP: 4 | > loss_disc: 2.306706428527832 (2.2824217677116394) | > loss_disc_real_0: 0.15717177093029022 (0.0958477882668376) | > loss_disc_real_1: 0.23076759278774261 (0.21722527220845222) | > loss_disc_real_2: 0.23105764389038086 (0.20595835149288177) | > loss_disc_real_3: 0.29742804169654846 (0.25747209414839745) | > loss_disc_real_4: 0.2655200958251953 (0.26566969603300095) | > loss_disc_real_5: 0.18312031030654907 (0.231467604637146) | > loss_0: 2.306706428527832 (2.2824217677116394) | > loss_gen: 2.6354970932006836 (2.4470409750938416) | > loss_kl: 3.2120203971862793 (2.8144556879997253) | > loss_feat: 6.6395745277404785 (6.015914678573608) | > loss_mel: 18.39348030090332 (18.521350383758545) | > loss_duration: 2.4257075786590576 (2.421459436416626) | > loss_1: 33.30628204345703 (32.22022104263306)  --> STEP: 5 | > loss_disc: 2.486952543258667 (2.323327922821045) | > loss_disc_real_0: 0.1927209496498108 (0.11522242054343224) | > loss_disc_real_1: 0.20830203592777252 (0.21544062495231628) | > loss_disc_real_2: 0.18261055648326874 (0.20128879249095916) | > loss_disc_real_3: 0.23955467343330383 (0.2538886100053787) | > loss_disc_real_4: 0.2567552626132965 (0.26388680934906006) | > loss_disc_real_5: 0.24570319056510925 (0.23431472182273866) | > loss_0: 2.486952543258667 (2.323327922821045) | > loss_gen: 2.41693377494812 (2.4410195350646973) | > loss_kl: 2.6016154289245605 (2.7718876361846925) | > loss_feat: 6.551644325256348 (6.123060607910157) | > loss_mel: 19.4799747467041 (18.713075256347658) | > loss_duration: 2.4064645767211914 (2.418460464477539) | > loss_1: 33.45663070678711 (32.467502975463866)  --> STEP: 6 | > loss_disc: 2.2027149200439453 (2.3032257556915283) | > loss_disc_real_0: 0.12886831164360046 (0.1174967357267936) | > loss_disc_real_1: 0.2255844920873642 (0.21713126947482428) | > loss_disc_real_2: 0.18948912620544434 (0.19932218144337335) | > loss_disc_real_3: 0.2446388155221939 (0.2523469775915146) | > loss_disc_real_4: 0.2476099729537964 (0.2611740032831828) | > loss_disc_real_5: 0.1587473601102829 (0.22172016153732935) | > loss_0: 2.2027149200439453 (2.3032257556915283) | > loss_gen: 2.7893753051757812 (2.4990788300832114) | > loss_kl: 2.7506415843963623 (2.768346627553304) | > loss_feat: 7.968108177185059 (6.43056853612264) | > loss_mel: 19.99024200439453 (18.925936381022137) | > loss_duration: 2.243082046508789 (2.389230728149414) | > loss_1: 35.74144744873047 (33.013160387674965)  --> STEP: 7 | > loss_disc: 2.4113078117370605 (2.3186660494123186) | > loss_disc_real_0: 0.06509794294834137 (0.11001119390130043) | > loss_disc_real_1: 0.2554522752761841 (0.22260569887501852) | > loss_disc_real_2: 0.30924907326698303 (0.21502602313246047) | > loss_disc_real_3: 0.2800827622413635 (0.256309232541493) | > loss_disc_real_4: 0.2786557376384735 (0.26367139390536715) | > loss_disc_real_5: 0.26678135991096497 (0.22815747559070587) | > loss_0: 2.4113078117370605 (2.3186660494123186) | > loss_gen: 2.746931791305542 (2.534486395972116) | > loss_kl: 4.350759506225586 (2.994405610220773) | > loss_feat: 6.367108345031738 (6.421502794538226) | > loss_mel: 16.90823745727539 (18.637693677629745) | > loss_duration: 2.6025936603546143 (2.4197111470358714) | > loss_1: 32.97563171386719 (33.00779914855957)  --> STEP: 8 | > loss_disc: 2.3835721015930176 (2.326779305934906) | > loss_disc_real_0: 0.13723120093345642 (0.11341369478031993) | > loss_disc_real_1: 0.2012326568365097 (0.21993406862020493) | > loss_disc_real_2: 0.180938720703125 (0.21076511032879353) | > loss_disc_real_3: 0.20858928561210632 (0.25034423917531967) | > loss_disc_real_4: 0.2309403419494629 (0.25958001241087914) | > loss_disc_real_5: 0.22973760962486267 (0.22835499234497547) | > loss_0: 2.3835721015930176 (2.326779305934906) | > loss_gen: 2.226743698120117 (2.496018558740616) | > loss_kl: 3.034729242324829 (2.99944606423378) | > loss_feat: 8.52827262878418 (6.68484902381897) | > loss_mel: 16.642375946044922 (18.38827896118164) | > loss_duration: 2.2736306190490723 (2.4014510810375214) | > loss_1: 32.705753326416016 (32.970043420791626)  --> STEP: 9 | > loss_disc: 2.353405714035034 (2.3297377957238092) | > loss_disc_real_0: 0.20004084706306458 (0.12303893392284711) | > loss_disc_real_1: 0.19999471306800842 (0.21771858466996086) | > loss_disc_real_2: 0.2118000090122223 (0.2108800990713967) | > loss_disc_real_3: 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2.5559444427490234 (2.3523584604263306) | > loss_gen: 2.412978172302246 (2.514674162864685) | > loss_kl: 2.6672134399414062 (2.9124759674072265) | > loss_feat: 5.429270267486572 (7.069762754440307) | > loss_mel: 19.693603515625 (18.6798454284668) | > loss_duration: 2.4034762382507324 (2.386150527000427) | > loss_1: 32.60654067993164 (33.56290836334229)  --> STEP: 11 | > loss_disc: 2.4300763607025146 (2.3594237240878018) | > loss_disc_real_0: 0.14655548334121704 (0.12655682827938686) | > loss_disc_real_1: 0.2636333107948303 (0.22871154817667874) | > loss_disc_real_2: 0.2289630025625229 (0.21580081500790335) | > loss_disc_real_3: 0.26516807079315186 (0.2469570975412022) | > loss_disc_real_4: 0.34713855385780334 (0.26692147282036865) | > loss_disc_real_5: 0.3053230941295624 (0.24139338054440238) | > loss_0: 2.4300763607025146 (2.3594237240878018) | > loss_gen: 2.877310037612915 (2.54764106056907) | > loss_kl: 3.276618719100952 (2.945579853924838) | > loss_feat: 6.939370632171631 (7.057908925143155) | > loss_mel: 17.429798126220703 (18.566204764626242) | > loss_duration: 2.524704933166504 (2.398746382106434) | > loss_1: 33.04780197143555 (33.51608050953258)  --> STEP: 12 | > loss_disc: 2.4519081115722656 (2.367130756378174) | > loss_disc_real_0: 0.10015033185482025 (0.12435628691067298) | > loss_disc_real_1: 0.24837642908096313 (0.23035028825203577) | > loss_disc_real_2: 0.2847095727920532 (0.22154321148991585) | > loss_disc_real_3: 0.2544426918029785 (0.2475808970630169) | > loss_disc_real_4: 0.25628653168678284 (0.26603522772590316) | > loss_disc_real_5: 0.17471158504486084 (0.2358365642527739) | > loss_0: 2.4519081115722656 (2.367130756378174) | > loss_gen: 2.2750306129455566 (2.5249235232671103) | > loss_kl: 2.6237716674804688 (2.918762505054474) | > loss_feat: 5.876552581787109 (6.959462563196818) | > loss_mel: 16.35387420654297 (18.38184388478597) | > loss_duration: 2.3028616905212402 (2.3907559911410012) | > loss_1: 29.432090759277344 (33.17574803034464)  --> STEP: 13 | > loss_disc: 2.4618923664093018 (2.374420110995953) | > loss_disc_real_0: 0.09263700246810913 (0.12191634195355269) | > loss_disc_real_1: 0.26055359840393066 (0.23267361980218154) | > loss_disc_real_2: 0.24828530848026276 (0.22360029587378868) | > loss_disc_real_3: 0.251326322555542 (0.24786900671628806) | > loss_disc_real_4: 0.20412477850914001 (0.26127288547845984) | > loss_disc_real_5: 0.1817736178636551 (0.23167787606899554) | > loss_0: 2.4618923664093018 (2.374420110995953) | > loss_gen: 2.262359142303467 (2.5047262631929836) | > loss_kl: 2.8588829040527344 (2.914156381900494) | > loss_feat: 8.065729141235352 (7.044559992276705) | > loss_mel: 17.07228660583496 (18.281108709482048) | > loss_duration: 2.279454469680786 (2.3821943356440616) | > loss_1: 32.53871154785156 (33.12674522399902)  --> STEP: 14 | > loss_disc: 2.367283582687378 (2.373910358973912) | > loss_disc_real_0: 0.21568994224071503 (0.12861445625977858) | > loss_disc_real_1: 0.18718862533569336 (0.22942469162600382) | > loss_disc_real_2: 0.19275899231433868 (0.22139734561954225) | > loss_disc_real_3: 0.23826630413532257 (0.24718309938907623) | > loss_disc_real_4: 0.27819904685020447 (0.262481897005013) | > loss_disc_real_5: 0.2696499824523926 (0.23439016938209534) | > loss_0: 2.367283582687378 (2.373910358973912) | > loss_gen: 2.7739996910095215 (2.5239600794655934) | > loss_kl: 3.3823049068450928 (2.9475955622536794) | > loss_feat: 7.82472038269043 (7.100285734449114) | > loss_mel: 19.017423629760742 (18.333702632359095) | > loss_duration: 2.46774959564209 (2.388305425643921) | > loss_1: 35.4661979675293 (33.29384899139404)  --> STEP: 15 | > loss_disc: 2.7021379470825195 (2.3957921981811525) | > loss_disc_real_0: 0.2512599229812622 (0.1367908207078775) | > loss_disc_real_1: 0.28437405824661255 (0.23308798273404438) | > loss_disc_real_2: 0.18686488270759583 (0.21909518142541248) | > loss_disc_real_3: 0.29316702485084534 (0.25024869441986086) | > loss_disc_real_4: 0.2745459973812103 (0.26328617036342616) | > loss_disc_real_5: 0.25630494952201843 (0.23585115472475687) | > loss_0: 2.7021379470825195 (2.3957921981811525) | > loss_gen: 2.4834628105163574 (2.5212602615356445) | > loss_kl: 3.4350600242614746 (2.9800931930541994) | > loss_feat: 7.1603312492370605 (7.104288768768311) | > loss_mel: 18.524351119995117 (18.34641253153483) | > loss_duration: 2.3837454319000244 (2.3880014260609945) | > loss_1: 33.98695373535156 (33.34005597432454)  --> STEP: 16 | > loss_disc: 2.698185682296753 (2.4146917909383774) | > loss_disc_real_0: 0.2758968472480774 (0.14548494736663997) | > loss_disc_real_1: 0.2429749071598053 (0.23370591551065445) | > loss_disc_real_2: 0.22808921337127686 (0.21965730842202902) | > loss_disc_real_3: 0.3493000268936157 (0.2564394026994705) | > loss_disc_real_4: 0.27030715346336365 (0.26372498180717224) | > loss_disc_real_5: 0.20141732692718506 (0.23369904048740864) | > loss_0: 2.698185682296753 (2.4146917909383774) | > loss_gen: 2.452608585357666 (2.516969531774521) | > loss_kl: 2.5855352878570557 (2.9554333239793777) | > loss_feat: 6.424610614776611 (7.061808884143829) | > loss_mel: 15.700042724609375 (18.18101441860199) | > loss_duration: 2.438908576965332 (2.3911831229925156) | > loss_1: 29.601707458496094 (33.106409192085266)  --> STEP: 17 | > loss_disc: 2.457761764526367 (2.4172253187964943) | > loss_disc_real_0: 0.13313472270965576 (0.14475846356328795) | > loss_disc_real_1: 0.25030526518821716 (0.2346823478446287) | > loss_disc_real_2: 0.22041253745555878 (0.21970173365929546) | > loss_disc_real_3: 0.33258864283561707 (0.2609187697663027) | > loss_disc_real_4: 0.3091641068458557 (0.2663978715153301) | > loss_disc_real_5: 0.264447420835495 (0.23550776874317841) | > loss_0: 2.457761764526367 (2.4172253187964943) | > loss_gen: 2.569324493408203 (2.5200492354000317) | > loss_kl: 2.36279559135437 (2.920572280883789) | > loss_feat: 5.1556806564331055 (6.949683694278493) | > loss_mel: 17.191631317138672 (18.12281541263356) | > loss_duration: 2.4781832695007324 (2.3963007786694694) | > loss_1: 29.75761604309082 (32.90942135979147)  --> STEP: 18 | > loss_disc: 2.225196123123169 (2.4065570301479764) | > loss_disc_real_0: 0.05689223110675812 (0.13987700620459187) | > loss_disc_real_1: 0.18681837618350983 (0.2320232383078999) | > loss_disc_real_2: 0.19720833003520966 (0.21845210012462404) | > loss_disc_real_3: 0.19804421067237854 (0.2574257387055291) | > loss_disc_real_4: 0.25839298963546753 (0.2659531558553378) | > loss_disc_real_5: 0.2124103605747223 (0.2342245794004864) | > loss_0: 2.225196123123169 (2.4065570301479764) | > loss_gen: 2.3214170932769775 (2.509014116393195) | > loss_kl: 2.0995333194732666 (2.8749590052498712) | > loss_feat: 7.7372283935546875 (6.993436177571614) | > loss_mel: 19.47885513305664 (18.198150952657063) | > loss_duration: 2.2240238189697266 (2.3867298364639282) | > loss_1: 33.86105728149414 (32.96229002210829)  --> STEP: 19 | > loss_disc: 2.385518789291382 (2.405449754313419) | > loss_disc_real_0: 0.1735008955001831 (0.14164668458857035) | > loss_disc_real_1: 0.1651773303747177 (0.2285050326272061) | > loss_disc_real_2: 0.1748856008052826 (0.21615912647623764) | > loss_disc_real_3: 0.19740137457847595 (0.25426656164621053) | > loss_disc_real_4: 0.23157306015491486 (0.2641436771342629) | > loss_disc_real_5: 0.20362728834152222 (0.23261419566054092) | > loss_0: 2.385518789291382 (2.405449754313419) | > loss_gen: 2.1114463806152344 (2.488089498720671) | > loss_kl: 2.163383960723877 (2.8375076871169242) | > loss_feat: 9.7951021194458 (7.140892279775519) | > loss_mel: 18.185026168823242 (18.197460174560547) | > loss_duration: 2.336782217025757 (2.384101014388235) | > loss_1: 34.591739654541016 (33.04805052907843)  --> STEP: 20 | > loss_disc: 2.2686524391174316 (2.3986098885536196) | > loss_disc_real_0: 0.1385442316532135 (0.1414915619418025) | > loss_disc_real_1: 0.2550084590911865 (0.22983020395040513) | > loss_disc_real_2: 0.23620404303073883 (0.2171613723039627) | > loss_disc_real_3: 0.21099524199962616 (0.2521029956638813) | > loss_disc_real_4: 0.20265965163707733 (0.2610694758594036) | > loss_disc_real_5: 0.19889220595359802 (0.23092809617519378) | > loss_0: 2.2686524391174316 (2.3986098885536196) | > loss_gen: 2.514906406402588 (2.489430344104767) | > loss_kl: 2.7652833461761475 (2.8338964700698854) | > loss_feat: 6.295886516571045 (7.098641991615295) | > loss_mel: 13.805822372436523 (17.977878284454345) | > loss_duration: 2.2803897857666016 (2.3789154529571532) | > loss_1: 27.662288665771484 (32.77876243591309)  --> STEP: 21 | > loss_disc: 2.12361478805542 (2.385514883767991) | > loss_disc_real_0: 0.08136294782161713 (0.13862829460274606) | > loss_disc_real_1: 0.28062665462493896 (0.23224908255395435) | > loss_disc_real_2: 0.22131258249282837 (0.21735904897962297) | > loss_disc_real_3: 0.2531416416168213 (0.2521524549949737) | > loss_disc_real_4: 0.22937023639678955 (0.2595599882659458) | > loss_disc_real_5: 0.1751112937927246 (0.2282701532046) | > loss_0: 2.12361478805542 (2.385514883767991) | > loss_gen: 2.724095344543457 (2.5006048679351807) | > loss_kl: 2.6123242378234863 (2.823345411391485) | > loss_feat: 6.653496265411377 (7.077444576081776) | > loss_mel: 16.045135498046875 (17.885842913673038) | > loss_duration: 2.1918513774871826 (2.3700076398395358) | > loss_1: 30.226900100708008 (32.6572451818557)  --> STEP: 22 | > loss_disc: 2.5115480422973633 (2.391243663701144) | > loss_disc_real_0: 0.1868322640657425 (0.14081938412379136) | > loss_disc_real_1: 0.17086730897426605 (0.2294590019366958) | > loss_disc_real_2: 0.27213171124458313 (0.21984871544621207) | > loss_disc_real_3: 0.24755939841270447 (0.25194367969577963) | > loss_disc_real_4: 0.2820589244365692 (0.2605826671827923) | > loss_disc_real_5: 0.24750038981437683 (0.22914425486868079) | > loss_0: 2.5115480422973633 (2.391243663701144) | > loss_gen: 2.371474504470825 (2.4947353059595283) | > loss_kl: 2.0325863361358643 (2.787401817061684) | > loss_feat: 7.048192501068115 (7.076114936308428) | > loss_mel: 18.1528263092041 (17.897978522560813) | > loss_duration: 2.1934947967529297 (2.3619843287901445) | > loss_1: 31.798574447631836 (32.61821469393644)  --> STEP: 23 | > loss_disc: 2.5815775394439697 (2.3995190496030063) | > loss_disc_real_0: 0.2504699230194092 (0.14558679885838344) | > loss_disc_real_1: 0.21441851556301117 (0.22880506774653558) | > loss_disc_real_2: 0.2644011378288269 (0.22178577728893445) | > loss_disc_real_3: 0.34218940138816833 (0.2558674067258835) | > loss_disc_real_4: 0.28275996446609497 (0.26154689749945764) | > loss_disc_real_5: 0.2538825273513794 (0.23021983193314594) | > loss_0: 2.5815775394439697 (2.3995190496030063) | > loss_gen: 2.50726580619812 (2.495280110317728) | > loss_kl: 2.16611385345459 (2.760389296904854) | > loss_feat: 4.840724945068359 (6.978924067124076) | > loss_mel: 16.75381851196289 (17.84823243514351) | > loss_duration: 2.276820182800293 (2.358281539834064) | > loss_1: 28.544742584228516 (32.441107210905656)  --> STEP: 24 | > loss_disc: 2.2112932205200195 (2.391676306724549) | > loss_disc_real_0: 0.14929825067520142 (0.14574144268408418) | > loss_disc_real_1: 0.2578416168689728 (0.23001492395997047) | > loss_disc_real_2: 0.20589148998260498 (0.2211235153178374) | > loss_disc_real_3: 0.20356102287769318 (0.2536879740655422) | > loss_disc_real_4: 0.22878584265708923 (0.2601818535476923) | > loss_disc_real_5: 0.19117413461208344 (0.22859292787810168) | > loss_0: 2.2112932205200195 (2.391676306724549) | > loss_gen: 2.570363759994507 (2.498408595720927) | > loss_kl: 2.652712345123291 (2.755902757247289) | > loss_feat: 6.311089515686035 (6.9510976274808245) | > loss_mel: 20.022342681884766 (17.938820362091064) | > loss_duration: 2.4485132694244385 (2.362041195233663) | > loss_1: 34.00502395629883 (32.50627040863037)  --> STEP: 25 | > loss_disc: 2.484912872314453 (2.395405769348145) | > loss_disc_real_0: 0.12747430801391602 (0.14501075729727744) | > loss_disc_real_1: 0.2534341812133789 (0.2309516942501068) | > loss_disc_real_2: 0.2589411437511444 (0.22263622045516968) | > loss_disc_real_3: 0.238096222281456 (0.2530643039941788) | > loss_disc_real_4: 0.257392555475235 (0.260070281624794) | > loss_disc_real_5: 0.2048814296722412 (0.22764446794986726) | > loss_0: 2.484912872314453 (2.395405769348145) | > loss_gen: 2.3288474082946777 (2.4916261482238773) | > loss_kl: 2.90922474861145 (2.7620356369018553) | > loss_feat: 5.724995136260986 (6.902053527832031) | > loss_mel: 15.454668045043945 (17.83945426940918) | > loss_duration: 2.364985704421997 (2.3621589756011963) | > loss_1: 28.78272247314453 (32.357328491210936)  --> STEP: 26 | > loss_disc: 2.427171468734741 (2.3966275270168604) | > loss_disc_real_0: 0.1461256742477417 (0.14505363871844915) | > loss_disc_real_1: 0.18178671598434448 (0.2290607335475775) | > loss_disc_real_2: 0.21311038732528687 (0.2222698422578665) | > loss_disc_real_3: 0.18640805780887604 (0.250500602217821) | > loss_disc_real_4: 0.2864552140235901 (0.2610850867170554) | > loss_disc_real_5: 0.26735079288482666 (0.22917163429351953) | > loss_0: 2.427171468734741 (2.3966275270168604) | > loss_gen: 2.349186658859253 (2.4861477063252377) | > loss_kl: 2.1486446857452393 (2.738443677241986) | > loss_feat: 9.127195358276367 (6.987635905926044) | > loss_mel: 18.495704650878906 (17.86469466869648) | > loss_duration: 2.277937412261963 (2.3589196847035336) | > loss_1: 34.3986701965332 (32.435841633723335) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024613142013549805 (+2.9270465557391327e-05) | > avg_loss_disc: 2.3966275270168604 (-0.023180383902329016) | > avg_loss_disc_real_0: 0.14505363871844915 (+0.01761722134856078) | > avg_loss_disc_real_1: 0.2290607335475775 (+0.021261190279172032) | > avg_loss_disc_real_2: 0.2222698422578665 (+0.00826349224035558) | > avg_loss_disc_real_3: 0.250500602217821 (+0.02767704427242282) | > avg_loss_disc_real_4: 0.2610850867170554 (+0.025353281543805034) | > avg_loss_disc_real_5: 0.22917163429351953 (-0.00018512113736227076) | > avg_loss_0: 2.3966275270168604 (-0.023180383902329016) | > avg_loss_gen: 2.4861477063252377 (+0.14828377045117902) | > avg_loss_kl: 2.738443677241986 (-0.13414295820089484) | > avg_loss_feat: 6.987635905926044 (-0.3335220630352307) | > avg_loss_mel: 17.86469466869648 (-0.04786128264206724) | > avg_loss_duration: 2.3589196847035336 (+0.02937458111689706) | > avg_loss_1: 32.435841633723335 (-0.33786817697378524)  > EPOCH: 581/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:47:33)   --> TIME: 2024-06-11 16:47:41 -- STEP: 19/330 -- GLOBAL_STEP: 279750 | > loss_disc: 2.341198205947876 (2.3071717463041606) | > loss_disc_real_0: 0.10263600945472717 (0.1021649359088195) | > loss_disc_real_1: 0.1720590442419052 (0.19277553887743698) | > loss_disc_real_2: 0.19512027502059937 (0.20706864015052193) | > loss_disc_real_3: 0.2066490799188614 (0.2248528152704239) | > loss_disc_real_4: 0.18886643648147583 (0.2268664334949694) | > loss_disc_real_5: 0.20134039223194122 (0.226448865313279) | > loss_0: 2.341198205947876 (2.3071717463041606) | > grad_norm_0: tensor(6.8829, device='cuda:0') (tensor(8.2039, device='cuda:0')) | > loss_gen: 2.3369321823120117 (2.4937169802816292) | > loss_kl: 2.1754825115203857 (1.932719161635951) | > loss_feat: 7.5839691162109375 (7.113791164598967) | > loss_mel: 17.320598602294922 (17.90606057016473) | > loss_duration: 1.984015941619873 (2.076259148748297) | > loss_1: 31.4010009765625 (31.522547270122327) | > grad_norm_1: tensor(41.3614, device='cuda:0') (tensor(68.6572, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3678 (0.3694675470653333) | > loader_time: 0.0037 (0.003193830188951994)  --> TIME: 2024-06-11 16:47:51 -- STEP: 44/330 -- GLOBAL_STEP: 279775 | > loss_disc: 2.4039394855499268 (2.333078693259846) | > loss_disc_real_0: 0.12139888107776642 (0.10736646079881625) | > loss_disc_real_1: 0.1569957584142685 (0.1956229358911514) | > loss_disc_real_2: 0.20784464478492737 (0.21024594015695833) | > loss_disc_real_3: 0.24823515117168427 (0.2292931235649369) | > loss_disc_real_4: 0.22984901070594788 (0.22867866436188872) | > loss_disc_real_5: 0.21346189081668854 (0.2236779738556255) | > loss_0: 2.4039394855499268 (2.333078693259846) | > grad_norm_0: tensor(11.8268, device='cuda:0') (tensor(7.6857, device='cuda:0')) | > loss_gen: 2.3637170791625977 (2.4912357926368713) | > loss_kl: 1.8847646713256836 (1.940971244465221) | > loss_feat: 7.081287860870361 (7.051008679650047) | > loss_mel: 17.79570960998535 (17.780378211628303) | > loss_duration: 1.9330706596374512 (2.0250339426777573) | > loss_1: 31.058551788330078 (31.288628014651213) | > grad_norm_1: tensor(60.4406, device='cuda:0') (tensor(70.8135, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3806 (0.37263220006769354) | > loader_time: 0.0037 (0.0034819516268643465)  --> TIME: 2024-06-11 16:48:00 -- STEP: 69/330 -- GLOBAL_STEP: 279800 | > loss_disc: 2.3070034980773926 (2.3278775906217275) | > loss_disc_real_0: 0.09997215867042542 (0.10796320643545924) | > loss_disc_real_1: 0.1799887865781784 (0.19590232143367545) | > loss_disc_real_2: 0.20676644146442413 (0.2101184324077938) | > loss_disc_real_3: 0.22949498891830444 (0.2273638179336769) | > loss_disc_real_4: 0.17787018418312073 (0.22796921539997708) | > loss_disc_real_5: 0.19675080478191376 (0.22199560701847076) | > loss_0: 2.3070034980773926 (2.3278775906217275) | > grad_norm_0: tensor(6.7777, device='cuda:0') (tensor(8.0003, device='cuda:0')) | > loss_gen: 2.5525319576263428 (2.5016509553660518) | > loss_kl: 1.8851819038391113 (1.934824850248254) | > loss_feat: 7.260599136352539 (7.126174221868101) | > loss_mel: 17.711965560913086 (17.73053257707236) | > loss_duration: 1.935772180557251 (2.010813704435377) | > loss_1: 31.346050262451172 (31.303996431654777) | > grad_norm_1: tensor(174.6382, device='cuda:0') (tensor(77.5715, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3824 (0.37258392831553583) | > loader_time: 0.0035 (0.0036361424819282865)  --> TIME: 2024-06-11 16:48:10 -- STEP: 94/330 -- GLOBAL_STEP: 279825 | > loss_disc: 2.2948105335235596 (2.3346173484274675) | > loss_disc_real_0: 0.12769097089767456 (0.10934219659960016) | > loss_disc_real_1: 0.16261690855026245 (0.19579768482040844) | > loss_disc_real_2: 0.19980984926223755 (0.21112335948868) | > loss_disc_real_3: 0.22160139679908752 (0.22796666859946352) | > loss_disc_real_4: 0.2565872073173523 (0.23009669146639236) | > loss_disc_real_5: 0.2336045801639557 (0.22214039129779695) | > loss_0: 2.2948105335235596 (2.3346173484274675) | > grad_norm_0: tensor(6.0173, device='cuda:0') (tensor(9.5415, device='cuda:0')) | > loss_gen: 2.7070837020874023 (2.509332557942005) | > loss_kl: 1.8913792371749878 (1.93259149409355) | > loss_feat: 7.425506114959717 (7.143775676159149) | > loss_mel: 18.31462287902832 (17.724911060739075) | > loss_duration: 2.01162052154541 (2.0068892405388197) | > loss_1: 32.35021209716797 (31.317500134731862) | > grad_norm_1: tensor(75.6064, device='cuda:0') (tensor(101.5089, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3669 (0.37346262627459587) | > loader_time: 0.0049 (0.003734413613664343)  --> TIME: 2024-06-11 16:48:19 -- STEP: 119/330 -- GLOBAL_STEP: 279850 | > loss_disc: 2.4428577423095703 (2.343401742582561) | > loss_disc_real_0: 0.1777028739452362 (0.11162384336485583) | > loss_disc_real_1: 0.2103687822818756 (0.1958468257128691) | > loss_disc_real_2: 0.26517653465270996 (0.21247301144259317) | > loss_disc_real_3: 0.20873653888702393 (0.2286774360833048) | > loss_disc_real_4: 0.24550949037075043 (0.2304405762868769) | > loss_disc_real_5: 0.2372155338525772 (0.22200961310823425) | > loss_0: 2.4428577423095703 (2.343401742582561) | > grad_norm_0: tensor(18.8146, device='cuda:0') (tensor(11.4993, device='cuda:0')) | > loss_gen: 2.4126508235931396 (2.5039501731135263) | > loss_kl: 2.0235273838043213 (1.9395201206207275) | > loss_feat: 6.514986038208008 (7.116230656118954) | > loss_mel: 17.631488800048828 (17.740785374360915) | > loss_duration: 2.0051183700561523 (2.0080384316564603) | > loss_1: 30.587772369384766 (31.308524893111542) | > grad_norm_1: tensor(229.6447, device='cuda:0') (tensor(124.6945, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3791 (0.3750276204918613) | > loader_time: 0.0045 (0.003829565368780569)  --> TIME: 2024-06-11 16:48:29 -- STEP: 144/330 -- GLOBAL_STEP: 279875 | > loss_disc: 2.279341220855713 (2.342631878124342) | > loss_disc_real_0: 0.11473916471004486 (0.11227025759095947) | > loss_disc_real_1: 0.1726911962032318 (0.1949218495024575) | > loss_disc_real_2: 0.18428881466388702 (0.21195141826238897) | > loss_disc_real_3: 0.2462616115808487 (0.22898825413237014) | > loss_disc_real_4: 0.21972928941249847 (0.22965877265152004) | > loss_disc_real_5: 0.20880720019340515 (0.2220564449412955) | > loss_0: 2.279341220855713 (2.342631878124342) | > grad_norm_0: tensor(9.4466, device='cuda:0') (tensor(12.1042, device='cuda:0')) | > loss_gen: 2.5370945930480957 (2.5011673967043557) | > loss_kl: 1.8792502880096436 (1.9412473489840825) | > loss_feat: 7.591557502746582 (7.097333070304658) | > loss_mel: 17.740558624267578 (17.70205635494655) | > loss_duration: 2.0026488304138184 (2.0127664837572308) | > loss_1: 31.751110076904297 (31.254570815298294) | > grad_norm_1: tensor(153.4498, device='cuda:0') (tensor(133.6898, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3935 (0.37729519936773515) | > loader_time: 0.0057 (0.0039365804857677865)  --> TIME: 2024-06-11 16:48:39 -- STEP: 169/330 -- GLOBAL_STEP: 279900 | > loss_disc: 2.31223726272583 (2.34583856509282) | > loss_disc_real_0: 0.10515094548463821 (0.11343876916099582) | > loss_disc_real_1: 0.210546612739563 (0.19637319727762212) | > loss_disc_real_2: 0.21830245852470398 (0.21146256622125406) | > loss_disc_real_3: 0.220815047621727 (0.22853670890867359) | > loss_disc_real_4: 0.21067045629024506 (0.22940930230377693) | > loss_disc_real_5: 0.18972429633140564 (0.22185030544297935) | > loss_0: 2.31223726272583 (2.34583856509282) | > grad_norm_0: tensor(12.7980, device='cuda:0') (tensor(12.5194, device='cuda:0')) | > loss_gen: 2.5255253314971924 (2.4954166511106783) | > loss_kl: 2.0053517818450928 (1.9437993616747433) | > loss_feat: 7.490683078765869 (7.075895521062366) | > loss_mel: 17.563344955444336 (17.676298051190773) | > loss_duration: 2.0541133880615234 (2.0166406426909407) | > loss_1: 31.639019012451172 (31.208050394904685) | > grad_norm_1: tensor(127.3203, device='cuda:0') (tensor(144.8617, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3831 (0.38063506685065096) | > loader_time: 0.0044 (0.0040273976749217)  --> TIME: 2024-06-11 16:48:50 -- STEP: 194/330 -- GLOBAL_STEP: 279925 | > loss_disc: 2.323260545730591 (2.351239816429689) | > loss_disc_real_0: 0.11571632325649261 (0.11483583196075921) | > loss_disc_real_1: 0.20835599303245544 (0.19636463435347548) | > loss_disc_real_2: 0.24036850035190582 (0.2119638621807098) | > loss_disc_real_3: 0.22878888249397278 (0.22972997969266065) | > loss_disc_real_4: 0.21667884290218353 (0.22983023962101987) | > loss_disc_real_5: 0.21577265858650208 (0.22240649040826818) | > loss_0: 2.323260545730591 (2.351239816429689) | > grad_norm_0: tensor(13.1699, device='cuda:0') (tensor(13.6229, device='cuda:0')) | > loss_gen: 2.4185569286346436 (2.4897136835707845) | > loss_kl: 1.9103167057037354 (1.943556274335409) | > loss_feat: 6.849413871765137 (7.066856180269694) | > loss_mel: 17.741796493530273 (17.644503249335504) | > loss_duration: 2.053091526031494 (2.0238711741781716) | > loss_1: 30.973173141479492 (31.168500703634674) | > grad_norm_1: tensor(187.9695, device='cuda:0') (tensor(155.1467, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.387 (0.3823728696587159) | > loader_time: 0.0047 (0.004100418582405012)  --> TIME: 2024-06-11 16:49:00 -- STEP: 219/330 -- GLOBAL_STEP: 279950 | > loss_disc: 2.444079637527466 (2.3515453545470217) | > loss_disc_real_0: 0.23781783878803253 (0.1167146580200217) | > loss_disc_real_1: 0.22306790947914124 (0.19680466560740448) | > loss_disc_real_2: 0.2220720648765564 (0.2114453569530896) | > loss_disc_real_3: 0.19993902742862701 (0.2289812787346644) | > loss_disc_real_4: 0.2369106560945511 (0.2290859817778139) | > loss_disc_real_5: 0.21889838576316833 (0.2219191968577093) | > loss_0: 2.444079637527466 (2.3515453545470217) | > grad_norm_0: tensor(77.9167, device='cuda:0') (tensor(16.8152, device='cuda:0')) | > loss_gen: 2.5086238384246826 (2.490835369449773) | > loss_kl: 2.112802743911743 (1.951255175620998) | > loss_feat: 8.377083778381348 (7.083395348291964) | > loss_mel: 17.58420753479004 (17.617146609580654) | > loss_duration: 2.0905141830444336 (2.031517913352408) | > loss_1: 32.6732292175293 (31.174150562721845) | > grad_norm_1: tensor(502.4141, device='cuda:0') (tensor(178.6476, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.3974 (0.38464155480197576) | > loader_time: 0.005 (0.004217344876293725)  --> TIME: 2024-06-11 16:49:11 -- STEP: 244/330 -- GLOBAL_STEP: 279975 | > loss_disc: 2.38169527053833 (2.3533676706376623) | > loss_disc_real_0: 0.09944212436676025 (0.11779126668440514) | > loss_disc_real_1: 0.1930893212556839 (0.19686264556939484) | > loss_disc_real_2: 0.1993427574634552 (0.21153705909115367) | > loss_disc_real_3: 0.2431391477584839 (0.22945534737139453) | > loss_disc_real_4: 0.22079896926879883 (0.22880154591603358) | > loss_disc_real_5: 0.22824892401695251 (0.22190431853542564) | > loss_0: 2.38169527053833 (2.3533676706376623) | > grad_norm_0: tensor(61.5337, device='cuda:0') (tensor(19.9934, device='cuda:0')) | > loss_gen: 2.460664987564087 (2.4957113441873777) | > loss_kl: 1.9255598783493042 (1.9526769543280367) | > loss_feat: 6.41644287109375 (7.086213832995931) | > loss_mel: 16.81999969482422 (17.579323682628672) | > loss_duration: 2.0428409576416016 (2.040013887354584) | > loss_1: 29.665508270263672 (31.15393985685755) | > grad_norm_1: tensor(454.1867, device='cuda:0') (tensor(200.1572, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.425 (0.3882013002379996) | > loader_time: 0.0063 (0.0043435722100930154)  --> TIME: 2024-06-11 16:49:22 -- STEP: 269/330 -- GLOBAL_STEP: 280000 | > loss_disc: 2.3991644382476807 (2.354709843277488) | > loss_disc_real_0: 0.07832206785678864 (0.11833576822037148) | > loss_disc_real_1: 0.21175946295261383 (0.197285110567139) | > loss_disc_real_2: 0.19250328838825226 (0.211897168737805) | > loss_disc_real_3: 0.21763011813163757 (0.229242959208648) | > loss_disc_real_4: 0.19462890923023224 (0.22892246060211863) | > loss_disc_real_5: 0.19455574452877045 (0.221715370740146) | > loss_0: 2.3991644382476807 (2.354709843277488) | > grad_norm_0: tensor(69.9723, device='cuda:0') (tensor(21.9548, device='cuda:0')) | > loss_gen: 2.320631504058838 (2.496491798237798) | > loss_kl: 2.032244920730591 (1.9587820958913924) | > loss_feat: 7.474588394165039 (7.084543674851882) | > loss_mel: 16.958681106567383 (17.54632016008226) | > loss_duration: 2.146994113922119 (2.0482938958809713) | > loss_1: 30.93313980102539 (31.13443178935565) | > grad_norm_1: tensor(602.7136, device='cuda:0') (tensor(219.0149, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.4479 (0.3928180955156517) | > loader_time: 0.0063 (0.0044920205183631885) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_280000.pth  --> TIME: 2024-06-11 16:49:37 -- STEP: 294/330 -- GLOBAL_STEP: 280025 | > loss_disc: 2.4300317764282227 (2.356139188721065) | > loss_disc_real_0: 0.11200667172670364 (0.11845320303525243) | > loss_disc_real_1: 0.16790570318698883 (0.1974455635158383) | > loss_disc_real_2: 0.26015257835388184 (0.21224022945579216) | > loss_disc_real_3: 0.2167602926492691 (0.22938904074990019) | > loss_disc_real_4: 0.2366068959236145 (0.22908809482037615) | > loss_disc_real_5: 0.23555244505405426 (0.2214257410999869) | > loss_0: 2.4300317764282227 (2.356139188721065) | > grad_norm_0: tensor(36.6838, device='cuda:0') (tensor(23.1580, device='cuda:0')) | > loss_gen: 2.3956806659698486 (2.4948332447583987) | > loss_kl: 2.168156623840332 (1.9618813646893922) | > loss_feat: 7.094785213470459 (7.085109590673124) | > loss_mel: 16.860410690307617 (17.48630776048516) | > loss_duration: 2.206468343734741 (2.0582716233876277) | > loss_1: 30.725502014160156 (31.086403716989114) | > grad_norm_1: tensor(108.4256, device='cuda:0') (tensor(237.2663, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.4613 (0.39875669949719683) | > loader_time: 0.0067 (0.00467861590742254)  --> TIME: 2024-06-11 16:49:51 -- STEP: 319/330 -- GLOBAL_STEP: 280050 | > loss_disc: 2.4879720211029053 (2.359547830300644) | > loss_disc_real_0: 0.21680346131324768 (0.11985194243981173) | > loss_disc_real_1: 0.19062866270542145 (0.19770094088999823) | > loss_disc_real_2: 0.23491407930850983 (0.21257492185199522) | > loss_disc_real_3: 0.25392332673072815 (0.22956376244842447) | > loss_disc_real_4: 0.23935140669345856 (0.2293240296709874) | > loss_disc_real_5: 0.24915939569473267 (0.22166697003624655) | > loss_0: 2.4879720211029053 (2.359547830300644) | > grad_norm_0: tensor(45.8153, device='cuda:0') (tensor(24.2815, device='cuda:0')) | > loss_gen: 2.1869354248046875 (2.493473600818073) | > loss_kl: 1.9965013265609741 (1.9690215210182167) | > loss_feat: 6.7499284744262695 (7.095818549488033) | > loss_mel: 16.276308059692383 (17.428452351250233) | > loss_duration: 2.261752128601074 (2.072309655081888) | > loss_1: 29.471424102783203 (31.059075771080664) | > grad_norm_1: tensor(319.8568, device='cuda:0') (tensor(252.1602, device='cuda:0')) | > current_lr_0: 0.00018598905485333366 | > current_lr_1: 0.00018598905485333366 | > step_time: 0.5464 (0.4079637265878038) | > loader_time: 0.008 (0.0049000795358400745)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2221620082855225 (2.2221620082855225) | > loss_disc_real_0: 0.08494871854782104 (0.08494871854782104) | > loss_disc_real_1: 0.20830218493938446 (0.20830218493938446) | > loss_disc_real_2: 0.16562126576900482 (0.16562126576900482) | > loss_disc_real_3: 0.2826136648654938 (0.2826136648654938) | > loss_disc_real_4: 0.2512400448322296 (0.2512400448322296) | > loss_disc_real_5: 0.19347982108592987 (0.19347982108592987) | > loss_0: 2.2221620082855225 (2.2221620082855225) | > loss_gen: 2.504159927368164 (2.504159927368164) | > loss_kl: 2.498281717300415 (2.498281717300415) | > loss_feat: 8.077452659606934 (8.077452659606934) | > loss_mel: 18.176593780517578 (18.176593780517578) | > loss_duration: 2.9994254112243652 (2.9994254112243652) | > loss_1: 34.25591278076172 (34.25591278076172)  --> STEP: 1 | > loss_disc: 2.24940824508667 (2.24940824508667) | > loss_disc_real_0: 0.06415984779596329 (0.06415984779596329) | > loss_disc_real_1: 0.17037390172481537 (0.17037390172481537) | > loss_disc_real_2: 0.21203221380710602 (0.21203221380710602) | > loss_disc_real_3: 0.2723415791988373 (0.2723415791988373) | > loss_disc_real_4: 0.2159452587366104 (0.2159452587366104) | > loss_disc_real_5: 0.23107770085334778 (0.23107770085334778) | > loss_0: 2.24940824508667 (2.24940824508667) | > loss_gen: 2.3207550048828125 (2.3207550048828125) | > loss_kl: 2.625709295272827 (2.625709295272827) | > loss_feat: 6.162254333496094 (6.162254333496094) | > loss_mel: 20.142160415649414 (20.142160415649414) | > loss_duration: 2.34706974029541 (2.34706974029541) | > loss_1: 33.59794998168945 (33.59794998168945)  --> STEP: 2 | > loss_disc: 2.321552276611328 (2.285480260848999) | > loss_disc_real_0: 0.09112516045570374 (0.07764250412583351) | > loss_disc_real_1: 0.23182092607021332 (0.20109741389751434) | > loss_disc_real_2: 0.27944761514663696 (0.2457399144768715) | > loss_disc_real_3: 0.20872610807418823 (0.24053384363651276) | > loss_disc_real_4: 0.23947513103485107 (0.22771019488573074) | > loss_disc_real_5: 0.22540301084518433 (0.22824035584926605) | > loss_0: 2.321552276611328 (2.285480260848999) | > loss_gen: 2.43894624710083 (2.3798506259918213) | > loss_kl: 3.3700883388519287 (2.997898817062378) | > loss_feat: 6.140501022338867 (6.1513776779174805) | > loss_mel: 18.22553825378418 (19.183849334716797) | > loss_duration: 2.522193431854248 (2.434631586074829) | > loss_1: 32.697265625 (33.14760780334473)  --> STEP: 3 | > loss_disc: 2.273613691329956 (2.281524737675985) | > loss_disc_real_0: 0.09593857824802399 (0.083741195499897) | > loss_disc_real_1: 0.25267279148101807 (0.2182892064253489) | > loss_disc_real_2: 0.17740975320339203 (0.22296319405237833) | > loss_disc_real_3: 0.2880755662918091 (0.2563810845216115) | > loss_disc_real_4: 0.2032928615808487 (0.2195710837841034) | > loss_disc_real_5: 0.25799116492271423 (0.23815729220708212) | > loss_0: 2.273613691329956 (2.281524737675985) | > loss_gen: 2.590569019317627 (2.4500900904337564) | > loss_kl: 2.897123098373413 (2.964306910832723) | > loss_feat: 7.885880947113037 (6.729545434315999) | > loss_mel: 17.928871154785156 (18.765523274739582) | > loss_duration: 2.343027114868164 (2.404096762339274) | > loss_1: 33.645469665527344 (33.3135617574056)  --> STEP: 4 | > loss_disc: 2.4644761085510254 (2.327262580394745) | > loss_disc_real_0: 0.12235183268785477 (0.09339385479688644) | > loss_disc_real_1: 0.17241959273815155 (0.20682180300354958) | > loss_disc_real_2: 0.19878752529621124 (0.21691927686333656) | > loss_disc_real_3: 0.23298555612564087 (0.25053220242261887) | > loss_disc_real_4: 0.1693446934223175 (0.20701448619365692) | > loss_disc_real_5: 0.278382271528244 (0.2482135370373726) | > loss_0: 2.4644761085510254 (2.327262580394745) | > loss_gen: 2.297329902648926 (2.411900043487549) | > loss_kl: 3.485854387283325 (3.0946937799453735) | > loss_feat: 8.378649711608887 (7.141821503639221) | > loss_mel: 17.229585647583008 (18.38153886795044) | > loss_duration: 2.394228935241699 (2.4016298055648804) | > loss_1: 33.785648345947266 (33.431583404541016)  --> STEP: 5 | > loss_disc: 2.4358224868774414 (2.3489745616912843) | > loss_disc_real_0: 0.2005085051059723 (0.11481678485870361) | > loss_disc_real_1: 0.19141753017902374 (0.2037409484386444) | > loss_disc_real_2: 0.21399126946926117 (0.21633367538452147) | > loss_disc_real_3: 0.28095781803131104 (0.2566173255443573) | > loss_disc_real_4: 0.2446126788854599 (0.21453412473201752) | > loss_disc_real_5: 0.21890658140182495 (0.24235214591026305) | > loss_0: 2.4358224868774414 (2.3489745616912843) | > loss_gen: 2.3549211025238037 (2.4005042552947997) | > loss_kl: 2.903116226196289 (3.0563782691955566) | > loss_feat: 6.011203765869141 (6.915697956085205) | > loss_mel: 19.190366744995117 (18.543304443359375) | > loss_duration: 2.428680419921875 (2.407039928436279) | > loss_1: 32.88829040527344 (33.3229248046875)  --> STEP: 6 | > loss_disc: 2.426325798034668 (2.3618664344151816) | > loss_disc_real_0: 0.08237243443727493 (0.10940939312179883) | > loss_disc_real_1: 0.26751598715782166 (0.2143701215585073) | > loss_disc_real_2: 0.21332497894763947 (0.21583222597837448) | > loss_disc_real_3: 0.2531668245792389 (0.2560422420501709) | > loss_disc_real_4: 0.22421352565288544 (0.21614735821882883) | > loss_disc_real_5: 0.23657642304897308 (0.2413895254333814) | > loss_0: 2.426325798034668 (2.3618664344151816) | > loss_gen: 2.33117413520813 (2.388949235280355) | > loss_kl: 2.2748615741729736 (2.926125486691793) | > loss_feat: 6.2478413581848145 (6.804388523101807) | > loss_mel: 18.648983001708984 (18.560917536417644) | > loss_duration: 2.238635540008545 (2.3789725303649902) | > loss_1: 31.741497039794922 (33.059353510538735)  --> STEP: 7 | > loss_disc: 2.465430498123169 (2.3766613006591797) | > loss_disc_real_0: 0.20703981816768646 (0.12335659669978279) | > loss_disc_real_1: 0.28399458527565 (0.2243164735180991) | > loss_disc_real_2: 0.2353704422712326 (0.21862339973449707) | > loss_disc_real_3: 0.27177566289901733 (0.2582898736000061) | > loss_disc_real_4: 0.21926769614219666 (0.21659312077930995) | > loss_disc_real_5: 0.23599457740783691 (0.24061881857258932) | > loss_0: 2.465430498123169 (2.3766613006591797) | > loss_gen: 2.472665548324585 (2.4009087085723877) | > loss_kl: 3.9859416484832764 (3.077527795519148) | > loss_feat: 7.284290313720703 (6.872945921761649) | > loss_mel: 16.374414443969727 (18.248559951782227) | > loss_duration: 2.506458282470703 (2.3971847806658064) | > loss_1: 32.62377166748047 (32.997127532958984)  --> STEP: 8 | > loss_disc: 2.339999198913574 (2.372078537940979) | > loss_disc_real_0: 0.1330452412366867 (0.12456767726689577) | > loss_disc_real_1: 0.14802628755569458 (0.21478020027279854) | > loss_disc_real_2: 0.2176181972026825 (0.21849774941802025) | > loss_disc_real_3: 0.1765173077583313 (0.24806830286979675) | > loss_disc_real_4: 0.14013567566871643 (0.20703594014048576) | > loss_disc_real_5: 0.12192194908857346 (0.22578170988708735) | > loss_0: 2.339999198913574 (2.372078537940979) | > loss_gen: 2.0670557022094727 (2.3591770827770233) | > loss_kl: 2.9362127780914307 (3.059863418340683) | > loss_feat: 7.833670616149902 (6.993036508560181) | > loss_mel: 18.32821273803711 (18.258516550064087) | > loss_duration: 2.3432540893554688 (2.390443444252014) | > loss_1: 33.50840377807617 (33.06103706359863)  --> STEP: 9 | > loss_disc: 2.499002456665039 (2.386181195576986) | > loss_disc_real_0: 0.2399522215127945 (0.13738818218310675) | > loss_disc_real_1: 0.20293055474758148 (0.21346357299221885) | > loss_disc_real_2: 0.19975225627422333 (0.21641491684648725) | > loss_disc_real_3: 0.2859753668308258 (0.25228019886546665) | > loss_disc_real_4: 0.17839497327804565 (0.20385361048910353) | > loss_disc_real_5: 0.17897984385490417 (0.2205815025501781) | > loss_0: 2.499002456665039 (2.386181195576986) | > loss_gen: 2.45971941947937 (2.3703484535217285) | > loss_kl: 2.1784117221832275 (2.961924340989855) | > loss_feat: 10.217056274414062 (7.35126092698839) | > loss_mel: 17.91016387939453 (18.21981069776747) | > loss_duration: 2.196458101272583 (2.3688895172542996) | > loss_1: 34.96180725097656 (33.27223375108507)  --> STEP: 10 | > loss_disc: 2.446115016937256 (2.392174577713013) | > loss_disc_real_0: 0.1511135846376419 (0.13876072242856025) | > loss_disc_real_1: 0.28010094165802 (0.22012730985879897) | > loss_disc_real_2: 0.16668671369552612 (0.21144209653139115) | > loss_disc_real_3: 0.2601276934146881 (0.2530649483203888) | > loss_disc_real_4: 0.27169159054756165 (0.21063740849494933) | > loss_disc_real_5: 0.2012033462524414 (0.21864368692040442) | > loss_0: 2.446115016937256 (2.392174577713013) | > loss_gen: 2.5334115028381348 (2.386654758453369) | > loss_kl: 2.942530632019043 (2.9599849700927736) | > loss_feat: 4.854929447174072 (7.101627779006958) | > loss_mel: 15.318001747131348 (17.929629802703857) | > loss_duration: 2.296382427215576 (2.361638808250427) | > loss_1: 27.945255279541016 (32.739535903930665)  --> STEP: 11 | > loss_disc: 2.0884175300598145 (2.364560300653631) | > loss_disc_real_0: 0.10450117290019989 (0.13564621792598205) | > loss_disc_real_1: 0.2262314110994339 (0.22068222815340216) | > loss_disc_real_2: 0.14336039125919342 (0.205252850597555) | > loss_disc_real_3: 0.20888814330101013 (0.24904887513680893) | > loss_disc_real_4: 0.18715496361255646 (0.20850264077836816) | > loss_disc_real_5: 0.18992137908935547 (0.2160325680266727) | > loss_0: 2.0884175300598145 (2.364560300653631) | > loss_gen: 2.6728298664093018 (2.412670677358454) | > loss_kl: 3.666559934616089 (3.0242190577767114) | > loss_feat: 9.013636589050293 (7.27544676173817) | > loss_mel: 17.890247344970703 (17.92604957927357) | > loss_duration: 2.463904857635498 (2.370935721830888) | > loss_1: 35.70718002319336 (33.00932173295455)  --> STEP: 12 | > loss_disc: 2.25527024269104 (2.3554527958234153) | > loss_disc_real_0: 0.05869230628013611 (0.1292333919554949) | > loss_disc_real_1: 0.1736045926809311 (0.21675909186402956) | > loss_disc_real_2: 0.20179210603237152 (0.20496445521712303) | > loss_disc_real_3: 0.2443908303976059 (0.24866070474187532) | > loss_disc_real_4: 0.20197808742523193 (0.20795892799894014) | > loss_disc_real_5: 0.15218310058116913 (0.21071177907288074) | > loss_0: 2.25527024269104 (2.3554527958234153) | > loss_gen: 2.390455484390259 (2.410819411277771) | > loss_kl: 2.6545979976654053 (2.9934173027674356) | > loss_feat: 7.62075662612915 (7.304222583770752) | > loss_mel: 17.9903507232666 (17.931408007939655) | > loss_duration: 2.2514684200286865 (2.3609801133473716) | > loss_1: 32.90762710571289 (33.00084718068441)  --> STEP: 13 | > loss_disc: 2.3335752487182617 (2.353769907584557) | > loss_disc_real_0: 0.1288404017686844 (0.12920316194112488) | > loss_disc_real_1: 0.2791752517223358 (0.22156033493005312) | > loss_disc_real_2: 0.18623270094394684 (0.20352355104226333) | > loss_disc_real_3: 0.31314411759376526 (0.2536209672689438) | > loss_disc_real_4: 0.1570480763912201 (0.20404270864450014) | > loss_disc_real_5: 0.16796720027923584 (0.20742373455029267) | > loss_0: 2.3335752487182617 (2.353769907584557) | > loss_gen: 2.5391273498535156 (2.4206892527066746) | > loss_kl: 2.9523065090179443 (2.9902549340174747) | > loss_feat: 8.614553451538086 (7.405017265906701) | > loss_mel: 17.271949768066406 (17.88068045102633) | > loss_duration: 2.2687695026397705 (2.353886989446787) | > loss_1: 33.646705627441406 (33.05052859966572)  --> STEP: 14 | > loss_disc: 2.5657734870910645 (2.3689130204064504) | > loss_disc_real_0: 0.17265191674232483 (0.13230664442692489) | > loss_disc_real_1: 0.17856597900390625 (0.2184893095067569) | > loss_disc_real_2: 0.20861701667308807 (0.20388737001589366) | > loss_disc_real_3: 0.22841675579547882 (0.2518206664494106) | > loss_disc_real_4: 0.22228652238845825 (0.20534583819764002) | > loss_disc_real_5: 0.24519100785255432 (0.21012139692902565) | > loss_0: 2.5657734870910645 (2.3689130204064504) | > loss_gen: 2.234553098678589 (2.4073938131332397) | > loss_kl: 3.2582192420959473 (3.0093952417373657) | > loss_feat: 7.523431777954102 (7.4134754453386575) | > loss_mel: 19.276546478271484 (17.980385167258127) | > loss_duration: 2.4298665523529053 (2.359314101082938) | > loss_1: 34.722618103027344 (33.16996356419155)  --> STEP: 15 | > loss_disc: 2.2592763900756836 (2.3616039117177325) | > loss_disc_real_0: 0.17561064660549164 (0.13519357790549602) | > loss_disc_real_1: 0.18081030249595642 (0.2159773757060369) | > loss_disc_real_2: 0.15230081975460052 (0.2004482666651408) | > loss_disc_real_3: 0.2255430817604065 (0.25006882747014364) | > loss_disc_real_4: 0.23722174763679504 (0.20747089882691702) | > loss_disc_real_5: 0.2764456272125244 (0.2145430122812589) | > loss_0: 2.2592763900756836 (2.3616039117177325) | > loss_gen: 2.825704336166382 (2.435281181335449) | > loss_kl: 3.668088912963867 (3.0533081531524657) | > loss_feat: 11.206987380981445 (7.6663762410481775) | > loss_mel: 18.658157348632812 (18.025569979349772) | > loss_duration: 2.348966360092163 (2.358624251683553) | > loss_1: 38.70790100097656 (33.53915939331055)  --> STEP: 16 | > loss_disc: 2.50544810295105 (2.370594173669815) | > loss_disc_real_0: 0.14728499948978424 (0.13594929175451403) | > loss_disc_real_1: 0.23630793392658234 (0.21724803559482098) | > loss_disc_real_2: 0.2726793587207794 (0.2049627099186182) | > loss_disc_real_3: 0.23359034955501556 (0.24903892260044813) | > loss_disc_real_4: 0.19676092267036438 (0.20680152531713247) | > loss_disc_real_5: 0.1573328971862793 (0.21096738008782268) | > loss_0: 2.50544810295105 (2.370594173669815) | > loss_gen: 2.2342753410339355 (2.4227183163166046) | > loss_kl: 2.4091780185699463 (3.0130500197410583) | > loss_feat: 7.134180545806885 (7.633114010095596) | > loss_mel: 17.436935424804688 (17.988780319690704) | > loss_duration: 2.3822476863861084 (2.3601007163524628) | > loss_1: 31.596817016601562 (33.417762994766235)  --> STEP: 17 | > loss_disc: 2.4304585456848145 (2.3741156073177563) | > loss_disc_real_0: 0.14631763100624084 (0.13655919406343914) | > loss_disc_real_1: 0.11236198991537094 (0.21107826820191214) | > loss_disc_real_2: 0.26602280139923096 (0.20855448000571308) | > loss_disc_real_3: 0.2814317047595978 (0.2509443803745158) | > loss_disc_real_4: 0.23295103013515472 (0.2083397314828985) | > loss_disc_real_5: 0.2241482436656952 (0.21174272500416813) | > loss_0: 2.4304585456848145 (2.3741156073177563) | > loss_gen: 2.4511878490448 (2.424392994712381) | > loss_kl: 2.4055211544036865 (2.9773130276623894) | > loss_feat: 6.9297895431518555 (7.591741982628317) | > loss_mel: 18.773983001708984 (18.034968712750604) | > loss_duration: 2.4060235023498535 (2.3628020567052506) | > loss_1: 32.96650695800781 (33.39121852201574)  --> STEP: 18 | > loss_disc: 2.4184298515319824 (2.376577509774102) | > loss_disc_real_0: 0.15839463472366333 (0.13777227410011827) | > loss_disc_real_1: 0.20607903599739075 (0.21080053307943875) | > loss_disc_real_2: 0.25895726680755615 (0.21135463482803768) | > loss_disc_real_3: 0.23267395794391632 (0.24992935690614912) | > loss_disc_real_4: 0.228986918926239 (0.20948679745197296) | > loss_disc_real_5: 0.17450644075870514 (0.20967404254608685) | > loss_0: 2.4184298515319824 (2.376577509774102) | > loss_gen: 2.4447174072265625 (2.4255221287409463) | > loss_kl: 2.512708902359009 (2.9515016873677573) | > loss_feat: 7.079793453216553 (7.563300397660997) | > loss_mel: 17.38117790222168 (17.99864700105455) | > loss_duration: 2.238889455795288 (2.3559180233213635) | > loss_1: 31.65728759765625 (33.29488902621799)  --> STEP: 19 | > loss_disc: 2.3266735076904297 (2.373950983348646) | > loss_disc_real_0: 0.14823214709758759 (0.138322793731564) | > loss_disc_real_1: 0.24391213059425354 (0.2125432487381132) | > loss_disc_real_2: 0.2373119443655014 (0.21272080901422) | > loss_disc_real_3: 0.23493066430091858 (0.2491399520321896) | > loss_disc_real_4: 0.2320425808429718 (0.21067394394623606) | > loss_disc_real_5: 0.209569051861763 (0.2096685167205961) | > loss_0: 2.3266735076904297 (2.373950983348646) | > loss_gen: 2.4748430252075195 (2.4281179653970817) | > loss_kl: 2.2416470050811768 (2.9141409146158317) | > loss_feat: 7.480831146240234 (7.5589599107441146) | > loss_mel: 17.485462188720703 (17.971637274089613) | > loss_duration: 2.3333373069763184 (2.354729564566361) | > loss_1: 32.016117095947266 (33.22758524041427)  --> STEP: 20 | > loss_disc: 2.2022476196289062 (2.365365815162659) | > loss_disc_real_0: 0.12890613079071045 (0.13785196058452132) | > loss_disc_real_1: 0.19495536386966705 (0.21166385449469088) | > loss_disc_real_2: 0.22938358783721924 (0.21355394795536994) | > loss_disc_real_3: 0.24412590265274048 (0.24888924956321717) | > loss_disc_real_4: 0.18081846833229065 (0.20918117016553878) | > loss_disc_real_5: 0.13761009275913239 (0.20606559552252293) | > loss_0: 2.2022476196289062 (2.365365815162659) | > loss_gen: 2.4850716590881348 (2.4309656500816343) | > loss_kl: 2.5977981090545654 (2.8983237743377686) | > loss_feat: 8.664946556091309 (7.614259243011475) | > loss_mel: 18.341936111450195 (17.990152215957643) | > loss_duration: 2.3033676147460938 (2.3521614670753475) | > loss_1: 34.39311981201172 (33.28586196899414)  --> STEP: 21 | > loss_disc: 2.619387626647949 (2.3774620919000533) | > loss_disc_real_0: 0.10008291900157928 (0.1360534347948574) | > loss_disc_real_1: 0.2822411358356476 (0.21502467741568884) | > loss_disc_real_2: 0.18883873522281647 (0.2123770330633436) | > loss_disc_real_3: 0.2597781717777252 (0.24940776966866993) | > loss_disc_real_4: 0.21274949610233307 (0.20935109044824327) | > loss_disc_real_5: 0.2926117777824402 (0.2101868422968047) | > loss_0: 2.619387626647949 (2.3774620919000533) | > loss_gen: 2.1343863010406494 (2.416842823936826) | > loss_kl: 2.853046178817749 (2.8961676983606246) | > loss_feat: 4.7252373695373535 (7.47668677284604) | > loss_mel: 14.3602294921875 (17.81729875292097) | > loss_duration: 2.2083849906921387 (2.3453149681999568) | > loss_1: 26.28128433227539 (32.952310652959916)  --> STEP: 22 | > loss_disc: 2.5304715633392334 (2.3844170678745615) | > loss_disc_real_0: 0.20002353191375732 (0.13896116648208012) | > loss_disc_real_1: 0.22691544890403748 (0.21556516702879558) | > loss_disc_real_2: 0.14396674931049347 (0.20926747471094131) | > loss_disc_real_3: 0.1974206417798996 (0.24704471840099854) | > loss_disc_real_4: 0.2729739248752594 (0.2122430374676531) | > loss_disc_real_5: 0.2630018889904022 (0.21258752623742277) | > loss_0: 2.5304715633392334 (2.3844170678745615) | > loss_gen: 2.215440511703491 (2.407688173380765) | > loss_kl: 2.6875014305114746 (2.886682868003845) | > loss_feat: 6.878464698791504 (7.449494860389016) | > loss_mel: 15.852261543273926 (17.727978879755195) | > loss_duration: 2.213078498840332 (2.339304219592701) | > loss_1: 29.84674835205078 (32.81114873019132)  --> STEP: 23 | > loss_disc: 2.3913469314575195 (2.384718366291212) | > loss_disc_real_0: 0.12059446424245834 (0.1381626142107922) | > loss_disc_real_1: 0.2360418140888214 (0.2164554560314054) | > loss_disc_real_2: 0.18806159496307373 (0.2083454799392949) | > loss_disc_real_3: 0.2433924376964569 (0.2468859235877576) | > loss_disc_real_4: 0.2222120463848114 (0.21267647263796433) | > loss_disc_real_5: 0.21404196321964264 (0.21265076262795407) | > loss_0: 2.3913469314575195 (2.384718366291212) | > loss_gen: 2.3282108306884766 (2.4042326367419697) | > loss_kl: 1.8643064498901367 (2.8422317193902056) | > loss_feat: 5.775310516357422 (7.376704236735469) | > loss_mel: 18.282146453857422 (17.75207312210747) | > loss_duration: 2.285736560821533 (2.3369751909504766) | > loss_1: 30.53571128845215 (32.71221666750701)  --> STEP: 24 | > loss_disc: 2.3620662689208984 (2.383774528900782) | > loss_disc_real_0: 0.1188659593462944 (0.13735858692477146) | > loss_disc_real_1: 0.1716015785932541 (0.21458654447148243) | > loss_disc_real_2: 0.20656545460224152 (0.20827131221691766) | > loss_disc_real_3: 0.24684680998325348 (0.2468842938542366) | > loss_disc_real_4: 0.1988465040922165 (0.21210022394855818) | > loss_disc_real_5: 0.2261916995048523 (0.21321496833115816) | > loss_0: 2.3620662689208984 (2.383774528900782) | > loss_gen: 2.274702548980713 (2.3988355497519174) | > loss_kl: 2.250852584838867 (2.8175909221172333) | > loss_feat: 5.770599842071533 (7.309783220291138) | > loss_mel: 17.610485076904297 (17.746173620224003) | > loss_duration: 2.4712910652160645 (2.3425716857115426) | > loss_1: 30.3779296875 (32.614954710006714)  --> STEP: 25 | > loss_disc: 2.3958802223205566 (2.384258756637573) | > loss_disc_real_0: 0.16535760462284088 (0.13847854763269424) | > loss_disc_real_1: 0.19563843309879303 (0.21382862001657485) | > loss_disc_real_2: 0.19672349095344543 (0.2078093993663788) | > loss_disc_real_3: 0.22024865448474884 (0.2458188682794571) | > loss_disc_real_4: 0.21470995247364044 (0.21220461308956146) | > loss_disc_real_5: 0.251950204372406 (0.21476437777280807) | > loss_0: 2.3958802223205566 (2.384258756637573) | > loss_gen: 2.4342947006225586 (2.400253915786743) | > loss_kl: 2.6145753860473633 (2.8094703006744384) | > loss_feat: 8.411158561706543 (7.353838233947754) | > loss_mel: 17.017210006713867 (17.717015075683598) | > loss_duration: 2.3768725395202637 (2.3439437198638915) | > loss_1: 32.85411071777344 (32.62452095031738)  --> STEP: 26 | > loss_disc: 2.45554256439209 (2.387000441551208) | > loss_disc_real_0: 0.04188445210456848 (0.13476339011238173) | > loss_disc_real_1: 0.20649589598178864 (0.2135465921690831) | > loss_disc_real_2: 0.20410653948783875 (0.20766698167874262) | > loss_disc_real_3: 0.22681428492069244 (0.24508792276565844) | > loss_disc_real_4: 0.197232186794281 (0.21162875053974298) | > loss_disc_real_5: 0.19886140525341034 (0.21415272498360047) | > loss_0: 2.45554256439209 (2.387000441551208) | > loss_gen: 2.1449198722839355 (2.39043337565202) | > loss_kl: 2.422149896621704 (2.7945733620570254) | > loss_feat: 7.967935562133789 (7.377457361954909) | > loss_mel: 12.273320198059082 (17.507642195774963) | > loss_duration: 2.301063299179077 (2.3422944729144755) | > loss_1: 27.109390258789062 (32.41240053910475) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024907222160926233 (+2.940801473764283e-05) | > avg_loss_disc: 2.387000441551208 (-0.009627085465652385) | > avg_loss_disc_real_0: 0.13476339011238173 (-0.01029024860606742) | > avg_loss_disc_real_1: 0.2135465921690831 (-0.015514141378494412) | > avg_loss_disc_real_2: 0.20766698167874262 (-0.014602860579123883) | > avg_loss_disc_real_3: 0.24508792276565844 (-0.005412679452162561) | > avg_loss_disc_real_4: 0.21162875053974298 (-0.049456336177312404) | > avg_loss_disc_real_5: 0.21415272498360047 (-0.01501890930991906) | > avg_loss_0: 2.387000441551208 (-0.009627085465652385) | > avg_loss_gen: 2.39043337565202 (-0.09571433067321777) | > avg_loss_kl: 2.7945733620570254 (+0.05612968481503966) | > avg_loss_feat: 7.377457361954909 (+0.38982145602886487) | > avg_loss_mel: 17.507642195774963 (-0.35705247292151654) | > avg_loss_duration: 2.3422944729144755 (-0.01662521178905818) | > avg_loss_1: 32.41240053910475 (-0.023441094618583236)  > EPOCH: 582/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:50:17)   --> TIME: 2024-06-11 16:50:23 -- STEP: 14/330 -- GLOBAL_STEP: 280075 | > loss_disc: 2.297985315322876 (2.3185640403202603) | > loss_disc_real_0: 0.11129701882600784 (0.10165739698069436) | > loss_disc_real_1: 0.19267067313194275 (0.19647386350802012) | > loss_disc_real_2: 0.20996491611003876 (0.20768943216119493) | > loss_disc_real_3: 0.23888340592384338 (0.22914688076291764) | > loss_disc_real_4: 0.21310552954673767 (0.22796329430171422) | > loss_disc_real_5: 0.2143397182226181 (0.21997422299214772) | > loss_0: 2.297985315322876 (2.3185640403202603) | > grad_norm_0: tensor(5.4596, device='cuda:0') (tensor(12.0511, device='cuda:0')) | > loss_gen: 2.5469088554382324 (2.52001907144274) | > loss_kl: 1.873449444770813 (1.9342465230396815) | > loss_feat: 6.794105052947998 (6.64575321333749) | > loss_mel: 16.492586135864258 (17.75868116106306) | > loss_duration: 2.0120677947998047 (2.0894484349659512) | > loss_1: 29.719118118286133 (30.948148454938615) | > grad_norm_1: tensor(146.4536, device='cuda:0') (tensor(185.8060, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.3685 (0.3644190345491682) | > loader_time: 0.0031 (0.0033338921410696848)  --> TIME: 2024-06-11 16:50:32 -- STEP: 39/330 -- GLOBAL_STEP: 280100 | > loss_disc: 2.2715237140655518 (2.3108976620894213) | > loss_disc_real_0: 0.08789710700511932 (0.10486129738199405) | > loss_disc_real_1: 0.16604113578796387 (0.19543293042060655) | > loss_disc_real_2: 0.22101567685604095 (0.21049722150350228) | > loss_disc_real_3: 0.19970585405826569 (0.2272472083568573) | > loss_disc_real_4: 0.21128450334072113 (0.2274424827251679) | > loss_disc_real_5: 0.1872933804988861 (0.21895919434535197) | > loss_0: 2.2715237140655518 (2.3108976620894213) | > grad_norm_0: tensor(9.1021, device='cuda:0') (tensor(13.7722, device='cuda:0')) | > loss_gen: 2.459019422531128 (2.533165051386906) | > loss_kl: 1.925238013267517 (1.9118103950451582) | > loss_feat: 7.763932704925537 (7.011820157368978) | > loss_mel: 18.09912872314453 (17.823676525018154) | > loss_duration: 2.0286073684692383 (2.0338817223524437) | > loss_1: 32.27592468261719 (31.314353600526466) | > grad_norm_1: tensor(176.8065, device='cuda:0') (tensor(186.2936, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.354 (0.3604998894226857) | > loader_time: 0.0035 (0.0033896641853528144)  --> TIME: 2024-06-11 16:50:42 -- STEP: 64/330 -- GLOBAL_STEP: 280125 | > loss_disc: 2.4057834148406982 (2.3368048183619976) | > loss_disc_real_0: 0.10906904935836792 (0.10803469229722396) | > loss_disc_real_1: 0.22918634116649628 (0.1982521852478385) | > loss_disc_real_2: 0.19310757517814636 (0.2119741919450462) | > loss_disc_real_3: 0.22899962961673737 (0.22789913858287036) | > loss_disc_real_4: 0.24883529543876648 (0.22971976990811527) | > loss_disc_real_5: 0.2478436529636383 (0.22060099127702415) | > loss_0: 2.4057834148406982 (2.3368048183619976) | > grad_norm_0: tensor(7.6646, device='cuda:0') (tensor(12.8307, device='cuda:0')) | > loss_gen: 2.5236077308654785 (2.512181393802166) | > loss_kl: 1.8482047319412231 (1.9149300381541252) | > loss_feat: 7.336339473724365 (7.055021099746227) | > loss_mel: 17.906763076782227 (17.79331094026566) | > loss_duration: 2.0039422512054443 (2.014246828854083) | > loss_1: 31.618858337402344 (31.289690047502518) | > grad_norm_1: tensor(65.6926, device='cuda:0') (tensor(153.1711, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.4017 (0.36881472915410995) | > loader_time: 0.0037 (0.0036153271794319153)  --> TIME: 2024-06-11 16:50:52 -- STEP: 89/330 -- GLOBAL_STEP: 280150 | > loss_disc: 2.311443567276001 (2.3453888946704646) | > loss_disc_real_0: 0.08534063398838043 (0.10884100068988425) | > loss_disc_real_1: 0.18075180053710938 (0.19910102295741605) | > loss_disc_real_2: 0.1923293024301529 (0.2120746472913228) | > loss_disc_real_3: 0.2450447529554367 (0.22894670437560993) | > loss_disc_real_4: 0.2373632788658142 (0.23132114112377167) | > loss_disc_real_5: 0.20359817147254944 (0.22077516156635926) | > loss_0: 2.311443567276001 (2.3453888946704646) | > grad_norm_0: tensor(23.5400, device='cuda:0') (tensor(12.5011, device='cuda:0')) | > loss_gen: 2.4977614879608154 (2.497519099310543) | > loss_kl: 2.053159475326538 (1.9275965837950118) | > loss_feat: 7.054809093475342 (7.047180384732364) | > loss_mel: 17.522294998168945 (17.737298429682024) | > loss_duration: 2.006640672683716 (2.00591504841708) | > loss_1: 31.134666442871094 (31.215509264656667) | > grad_norm_1: tensor(307.1545, device='cuda:0') (tensor(147.4774, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.3858 (0.3725777476021414) | > loader_time: 0.0043 (0.003766751021481632)  --> TIME: 2024-06-11 16:51:02 -- STEP: 114/330 -- GLOBAL_STEP: 280175 | > loss_disc: 2.388669729232788 (2.3460223361065524) | > loss_disc_real_0: 0.16409596800804138 (0.11110323938753522) | > loss_disc_real_1: 0.19468098878860474 (0.19813908571214006) | > loss_disc_real_2: 0.24887347221374512 (0.21195170557812643) | > loss_disc_real_3: 0.23593707382678986 (0.22806862532569652) | > loss_disc_real_4: 0.23311442136764526 (0.23043449941957206) | > loss_disc_real_5: 0.21139827370643616 (0.22067045864828846) | > loss_0: 2.388669729232788 (2.3460223361065524) | > grad_norm_0: tensor(7.1786, device='cuda:0') (tensor(12.4310, device='cuda:0')) | > loss_gen: 2.4355251789093018 (2.4969981344122636) | > loss_kl: 2.074112892150879 (1.9385087720134802) | > loss_feat: 6.917836666107178 (7.0529990112572385) | > loss_mel: 17.69716453552246 (17.73429149493837) | > loss_duration: 2.0322723388671875 (2.0056062445305933) | > loss_1: 31.156911849975586 (31.2284034093221) | > grad_norm_1: tensor(56.9708, device='cuda:0') (tensor(141.1730, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.4123 (0.37579153922566205) | > loader_time: 0.0042 (0.0038744002057794938)  --> TIME: 2024-06-11 16:51:12 -- STEP: 139/330 -- GLOBAL_STEP: 280200 | > loss_disc: 2.339207410812378 (2.353058223244098) | > loss_disc_real_0: 0.14592760801315308 (0.1126434350882074) | > loss_disc_real_1: 0.15589889883995056 (0.19733190643701623) | > loss_disc_real_2: 0.19254235923290253 (0.21191153927243872) | > loss_disc_real_3: 0.2069770097732544 (0.22878449737168044) | > loss_disc_real_4: 0.1977122724056244 (0.23079172677273374) | > loss_disc_real_5: 0.1922542154788971 (0.2219622679751554) | > loss_0: 2.339207410812378 (2.353058223244098) | > grad_norm_0: tensor(30.3283, device='cuda:0') (tensor(12.8985, device='cuda:0')) | > loss_gen: 2.4917185306549072 (2.495388065310691) | > loss_kl: 2.090878486633301 (1.945335985945283) | > loss_feat: 7.313340663909912 (7.04822403063877) | > loss_mel: 17.44858741760254 (17.727478727162318) | > loss_duration: 2.091585159301758 (2.011497966677164) | > loss_1: 31.43610954284668 (31.22792456647475) | > grad_norm_1: tensor(181.0924, device='cuda:0') (tensor(146.4651, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.402 (0.37789662793385903) | > loader_time: 0.0043 (0.003947494698942994)  --> TIME: 2024-06-11 16:51:22 -- STEP: 164/330 -- GLOBAL_STEP: 280225 | > loss_disc: 2.3989269733428955 (2.357108510122066) | > loss_disc_real_0: 0.13542971014976501 (0.11391916964203119) | > loss_disc_real_1: 0.21646451950073242 (0.197996694503761) | > loss_disc_real_2: 0.18469025194644928 (0.21230315644203163) | > loss_disc_real_3: 0.22274421155452728 (0.2285704382854264) | > loss_disc_real_4: 0.2495538592338562 (0.2312844096705681) | > loss_disc_real_5: 0.24129624664783478 (0.2220963809366633) | > loss_0: 2.3989269733428955 (2.357108510122066) | > grad_norm_0: tensor(9.6127, device='cuda:0') (tensor(13.7171, device='cuda:0')) | > loss_gen: 2.480820655822754 (2.4889053760505306) | > loss_kl: 1.9444471597671509 (1.9540423372896707) | > loss_feat: 7.099440574645996 (7.03429431159322) | > loss_mel: 17.516681671142578 (17.70116815334414) | > loss_duration: 2.0814805030822754 (2.0153657401480314) | > loss_1: 31.12286949157715 (31.193775735250334) | > grad_norm_1: tensor(327.7805, device='cuda:0') (tensor(156.1717, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.3917 (0.38100018443130856) | > loader_time: 0.0042 (0.004046745416594716)  --> TIME: 2024-06-11 16:51:32 -- STEP: 189/330 -- GLOBAL_STEP: 280250 | > loss_disc: 2.424921989440918 (2.362965262125408) | > loss_disc_real_0: 0.10392053425312042 (0.1150554177109842) | > loss_disc_real_1: 0.2106979787349701 (0.19794150508900807) | > loss_disc_real_2: 0.2058459371328354 (0.21215232244875065) | > loss_disc_real_3: 0.20250844955444336 (0.22928892769826154) | > loss_disc_real_4: 0.20712102949619293 (0.23147490163328788) | > loss_disc_real_5: 0.1740650236606598 (0.22240230851072482) | > loss_0: 2.424921989440918 (2.362965262125408) | > grad_norm_0: tensor(43.4369, device='cuda:0') (tensor(15.5398, device='cuda:0')) | > loss_gen: 2.369732618331909 (2.483370509727921) | > loss_kl: 2.054295539855957 (1.9574970284467021) | > loss_feat: 7.324592590332031 (7.021573137353969) | > loss_mel: 17.393409729003906 (17.68916608416846) | > loss_duration: 2.1214420795440674 (2.022986805628217) | > loss_1: 31.263471603393555 (31.17459345620776) | > grad_norm_1: tensor(490.9757, device='cuda:0') (tensor(173.9232, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.3931 (0.3845849983275883) | > loader_time: 0.0051 (0.004153532956643078)  --> TIME: 2024-06-11 16:51:43 -- STEP: 214/330 -- GLOBAL_STEP: 280275 | > loss_disc: 2.415163516998291 (2.3627546390640393) | > loss_disc_real_0: 0.131850466132164 (0.1156460411811822) | > loss_disc_real_1: 0.21491818130016327 (0.1982119587537285) | > loss_disc_real_2: 0.2213103473186493 (0.21249654993554143) | > loss_disc_real_3: 0.24281693994998932 (0.2294317403825644) | > loss_disc_real_4: 0.2282312512397766 (0.23141699249499312) | > loss_disc_real_5: 0.2336079329252243 (0.2224427470676253) | > loss_0: 2.415163516998291 (2.3627546390640393) | > grad_norm_0: tensor(16.0482, device='cuda:0') (tensor(16.8949, device='cuda:0')) | > loss_gen: 2.5184555053710938 (2.4814798765093355) | > loss_kl: 1.8981220722198486 (1.9610180966207915) | > loss_feat: 6.621565341949463 (7.004726287360504) | > loss_mel: 16.940223693847656 (17.638723239720424) | > loss_duration: 2.147883415222168 (2.030372654166178) | > loss_1: 30.126251220703125 (31.116320048537208) | > grad_norm_1: tensor(417.8151, device='cuda:0') (tensor(188.4885, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.4351 (0.3883227065344837) | > loader_time: 0.0054 (0.004261567213824974)  --> TIME: 2024-06-11 16:51:53 -- STEP: 239/330 -- GLOBAL_STEP: 280300 | > loss_disc: 2.4408342838287354 (2.3609420395296477) | > loss_disc_real_0: 0.09229125827550888 (0.1157757012196914) | > loss_disc_real_1: 0.17669203877449036 (0.19817539051985647) | > loss_disc_real_2: 0.19173534214496613 (0.21267040117515182) | > loss_disc_real_3: 0.22856548428535461 (0.22939389545049627) | > loss_disc_real_4: 0.23335517942905426 (0.23048668482562987) | > loss_disc_real_5: 0.23259739577770233 (0.22219361720224803) | > loss_0: 2.4408342838287354 (2.3609420395296477) | > grad_norm_0: tensor(55.1708, device='cuda:0') (tensor(19.2306, device='cuda:0')) | > loss_gen: 2.279780387878418 (2.4863677613405994) | > loss_kl: 1.9716405868530273 (1.9638605806119271) | > loss_feat: 6.580791473388672 (7.007928884179025) | > loss_mel: 17.398515701293945 (17.604489330467324) | > loss_duration: 2.069302558898926 (2.0386274579179853) | > loss_1: 30.300029754638672 (31.101273899796617) | > grad_norm_1: tensor(195.3085, device='cuda:0') (tensor(208.5273, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.42 (0.3907879157046394) | > loader_time: 0.0057 (0.004356996783651565)  --> TIME: 2024-06-11 16:52:04 -- STEP: 264/330 -- GLOBAL_STEP: 280325 | > loss_disc: 2.4306161403656006 (2.3624017518578144) | > loss_disc_real_0: 0.10018379986286163 (0.11604393760419705) | > loss_disc_real_1: 0.22791990637779236 (0.1981577004560016) | > loss_disc_real_2: 0.21588236093521118 (0.2126517669495308) | > loss_disc_real_3: 0.23510806262493134 (0.22920954961216808) | > loss_disc_real_4: 0.23476970195770264 (0.23172148576740062) | > loss_disc_real_5: 0.21084906160831451 (0.222670748999173) | > loss_0: 2.4306161403656006 (2.3624017518578144) | > grad_norm_0: tensor(58.3022, device='cuda:0') (tensor(22.0047, device='cuda:0')) | > loss_gen: 2.574042320251465 (2.4963947660995243) | > loss_kl: 1.9834651947021484 (1.970194127975088) | > loss_feat: 6.459069728851318 (7.038242349118899) | > loss_mel: 16.723968505859375 (17.576137940088913) | > loss_duration: 2.1475119590759277 (2.046550844654894) | > loss_1: 29.888059616088867 (31.127519939884994) | > grad_norm_1: tensor(435.3188, device='cuda:0') (tensor(229.2164, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.4321 (0.39449412082180835) | > loader_time: 0.0062 (0.0044799654772787354)  --> TIME: 2024-06-11 16:52:16 -- STEP: 289/330 -- GLOBAL_STEP: 280350 | > loss_disc: 2.3901519775390625 (2.362392492360309) | > loss_disc_real_0: 0.22829404473304749 (0.11779239213023217) | > loss_disc_real_1: 0.18123458325862885 (0.19851432446789993) | > loss_disc_real_2: 0.20386600494384766 (0.21247993816966418) | > loss_disc_real_3: 0.22683247923851013 (0.22870762579168827) | > loss_disc_real_4: 0.23577171564102173 (0.23033919244695286) | > loss_disc_real_5: 0.21704523265361786 (0.222152979109939) | > loss_0: 2.3901519775390625 (2.362392492360309) | > grad_norm_0: tensor(75.5949, device='cuda:0') (tensor(24.4824, device='cuda:0')) | > loss_gen: 2.6552042961120605 (2.4984763048099397) | > loss_kl: 1.870152473449707 (1.9739452872721794) | > loss_feat: 6.371127605438232 (7.041377719298365) | > loss_mel: 17.0952091217041 (17.51505905534157) | > loss_duration: 2.206498146057129 (2.056293871988475) | > loss_1: 30.198192596435547 (31.08515216734995) | > grad_norm_1: tensor(521.4142, device='cuda:0') (tensor(248.0043, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.4787 (0.399453423014974) | > loader_time: 0.0067 (0.004635889224940103)  --> TIME: 2024-06-11 16:52:29 -- STEP: 314/330 -- GLOBAL_STEP: 280375 | > loss_disc: 2.264496326446533 (2.364564859943025) | > loss_disc_real_0: 0.11560878157615662 (0.11890785924046281) | > loss_disc_real_1: 0.1478142887353897 (0.1990395712719602) | > loss_disc_real_2: 0.19269198179244995 (0.21240770997135502) | > loss_disc_real_3: 0.22713075578212738 (0.22891084555607694) | > loss_disc_real_4: 0.24599003791809082 (0.230113662257316) | > loss_disc_real_5: 0.2421269565820694 (0.2220474960887508) | > loss_0: 2.264496326446533 (2.364564859943025) | > grad_norm_0: tensor(6.2351, device='cuda:0') (tensor(25.8107, device='cuda:0')) | > loss_gen: 2.690634250640869 (2.4944980881016723) | > loss_kl: 2.0529210567474365 (1.9770161274132456) | > loss_feat: 7.776373386383057 (7.052916897330313) | > loss_mel: 17.05019187927246 (17.46049933828366) | > loss_duration: 2.258526086807251 (2.0689904477186265) | > loss_1: 31.828645706176758 (31.053920830890632) | > grad_norm_1: tensor(303.5471, device='cuda:0') (tensor(261.7279, device='cuda:0')) | > current_lr_0: 0.000185965806221477 | > current_lr_1: 0.000185965806221477 | > step_time: 0.5219 (0.407702106579094) | > loader_time: 0.0075 (0.004847960866940246)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.437971353530884 (2.437971353530884) | > loss_disc_real_0: 0.08766762912273407 (0.08766762912273407) | > loss_disc_real_1: 0.24690307676792145 (0.24690307676792145) | > loss_disc_real_2: 0.23998993635177612 (0.23998993635177612) | > loss_disc_real_3: 0.29261747002601624 (0.29261747002601624) | > loss_disc_real_4: 0.2391083985567093 (0.2391083985567093) | > loss_disc_real_5: 0.26407867670059204 (0.26407867670059204) | > loss_0: 2.437971353530884 (2.437971353530884) | > loss_gen: 2.4443719387054443 (2.4443719387054443) | > loss_kl: 1.7835358381271362 (1.7835358381271362) | > loss_feat: 5.244100093841553 (5.244100093841553) | > loss_mel: 15.20370864868164 (15.20370864868164) | > loss_duration: 2.96132755279541 (2.96132755279541) | > loss_1: 27.637042999267578 (27.637042999267578)  --> STEP: 1 | > loss_disc: 2.326510190963745 (2.326510190963745) | > loss_disc_real_0: 0.05599052459001541 (0.05599052459001541) | > loss_disc_real_1: 0.18375466763973236 (0.18375466763973236) | > loss_disc_real_2: 0.24029825627803802 (0.24029825627803802) | > loss_disc_real_3: 0.2342749983072281 (0.2342749983072281) | > loss_disc_real_4: 0.1780005693435669 (0.1780005693435669) | > loss_disc_real_5: 0.14045003056526184 (0.14045003056526184) | > loss_0: 2.326510190963745 (2.326510190963745) | > loss_gen: 2.0234689712524414 (2.0234689712524414) | > loss_kl: 2.16890287399292 (2.16890287399292) | > loss_feat: 5.29019832611084 (5.29019832611084) | > loss_mel: 18.015613555908203 (18.015613555908203) | > loss_duration: 2.3901822566986084 (2.3901822566986084) | > loss_1: 29.88836669921875 (29.88836669921875)  --> STEP: 2 | > loss_disc: 2.2112016677856445 (2.268855929374695) | > loss_disc_real_0: 0.07291299104690552 (0.06445175781846046) | > loss_disc_real_1: 0.1881721168756485 (0.18596339225769043) | > loss_disc_real_2: 0.14032042026519775 (0.1903093382716179) | > loss_disc_real_3: 0.2090202420949936 (0.22164762020111084) | > loss_disc_real_4: 0.25106456875801086 (0.21453256905078888) | > loss_disc_real_5: 0.16796113550662994 (0.1542055830359459) | > loss_0: 2.2112016677856445 (2.268855929374695) | > loss_gen: 2.4167025089263916 (2.2200857400894165) | > loss_kl: 2.5505359172821045 (2.359719395637512) | > loss_feat: 6.479866027832031 (5.8850321769714355) | > loss_mel: 20.24455451965332 (19.13008403778076) | > loss_duration: 2.4183669090270996 (2.404274582862854) | > loss_1: 34.110023498535156 (31.999195098876953)  --> STEP: 3 | > loss_disc: 2.4561543464660645 (2.331288735071818) | > loss_disc_real_0: 0.10578221082687378 (0.07822857548793156) | > loss_disc_real_1: 0.18153420090675354 (0.18448699514071146) | > loss_disc_real_2: 0.18988876044750214 (0.19016914566357931) | > loss_disc_real_3: 0.2676137685775757 (0.23696966965993246) | > loss_disc_real_4: 0.2009083777666092 (0.20999117195606232) | > loss_disc_real_5: 0.2940451204776764 (0.2008187621831894) | > loss_0: 2.4561543464660645 (2.331288735071818) | > loss_gen: 2.2018625736236572 (2.2140113512674966) | > loss_kl: 3.216148614883423 (2.645195802052816) | > loss_feat: 7.277248382568359 (6.349104245503743) | > loss_mel: 15.425284385681152 (17.895150820414226) | > loss_duration: 2.312730550765991 (2.373759905497233) | > loss_1: 30.43327522277832 (31.477221806844074)  --> STEP: 4 | > loss_disc: 2.5423216819763184 (2.384046971797943) | > loss_disc_real_0: 0.16994580626487732 (0.101157883182168) | > loss_disc_real_1: 0.17170509696006775 (0.18129152059555054) | > loss_disc_real_2: 0.26004987955093384 (0.20763932913541794) | > loss_disc_real_3: 0.2511692941188812 (0.24051957577466965) | > loss_disc_real_4: 0.2211475670337677 (0.21278027072548866) | > loss_disc_real_5: 0.2769651412963867 (0.21985535696148872) | > loss_0: 2.5423216819763184 (2.384046971797943) | > loss_gen: 2.362001419067383 (2.2510088682174683) | > loss_kl: 3.4543426036834717 (2.8474825024604797) | > loss_feat: 7.527629852294922 (6.643735647201538) | > loss_mel: 17.546913146972656 (17.808091402053833) | > loss_duration: 2.253998279571533 (2.343819499015808) | > loss_1: 33.1448860168457 (31.894137859344482)  --> STEP: 5 | > loss_disc: 2.538649797439575 (2.4149675369262695) | > loss_disc_real_0: 0.33716607093811035 (0.14835952073335648) | > loss_disc_real_1: 0.2410791665315628 (0.19324904978275298) | > loss_disc_real_2: 0.22051383554935455 (0.21021423041820525) | > loss_disc_real_3: 0.1787683218717575 (0.2281693249940872) | > loss_disc_real_4: 0.20098759233951569 (0.21042173504829406) | > loss_disc_real_5: 0.2271832525730133 (0.22132093608379363) | > loss_0: 2.538649797439575 (2.4149675369262695) | > loss_gen: 2.2054131031036377 (2.241889715194702) | > loss_kl: 2.7369191646575928 (2.8253698348999023) | > loss_feat: 4.328507423400879 (6.180690002441406) | > loss_mel: 18.191909790039062 (17.88485507965088) | > loss_duration: 2.3360114097595215 (2.3422578811645507) | > loss_1: 29.79876136779785 (31.475062561035156)  --> STEP: 6 | > loss_disc: 2.7904751300811768 (2.477552135785421) | > loss_disc_real_0: 0.06796445697546005 (0.13496034344037375) | > loss_disc_real_1: 0.26617351174354553 (0.20540312677621841) | > loss_disc_real_2: 0.31392550468444824 (0.22749944279591242) | > loss_disc_real_3: 0.23857977986335754 (0.22990440080563226) | > loss_disc_real_4: 0.19569720327854156 (0.20796764642000198) | > loss_disc_real_5: 0.20037367939949036 (0.21782972663640976) | > loss_0: 2.7904751300811768 (2.477552135785421) | > loss_gen: 2.2242236137390137 (2.2389453649520874) | > loss_kl: 3.4177165031433105 (2.924094279607137) | > loss_feat: 6.612279415130615 (6.252621571222941) | > loss_mel: 17.706308364868164 (17.85509729385376) | > loss_duration: 2.1622519493103027 (2.3122568925221763) | > loss_1: 32.122779846191406 (31.58301544189453)  --> STEP: 7 | > loss_disc: 2.1556801795959473 (2.431570427758353) | > loss_disc_real_0: 0.05743549019098282 (0.12388536440474647) | > loss_disc_real_1: 0.2185339331626892 (0.20727895625999995) | > loss_disc_real_2: 0.24575279653072357 (0.2301070647580283) | > loss_disc_real_3: 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2.772671937942505 (2.474208116531372) | > loss_gen: 2.1700379848480225 (2.2765584886074066) | > loss_kl: 3.0837576389312744 (3.1234587728977203) | > loss_feat: 8.26465892791748 (6.729441702365875) | > loss_mel: 17.615427017211914 (17.957006096839905) | > loss_duration: 2.2666335105895996 (2.334896683692932) | > loss_1: 33.400516510009766 (32.42136192321777)  --> STEP: 9 | > loss_disc: 2.4881834983825684 (2.4757609367370605) | > loss_disc_real_0: 0.16665321588516235 (0.13914906399117577) | > loss_disc_real_1: 0.136455237865448 (0.2020502421591017) | > loss_disc_real_2: 0.31268081068992615 (0.24307179782125685) | > loss_disc_real_3: 0.266448974609375 (0.24209341406822205) | > loss_disc_real_4: 0.22698566317558289 (0.20584337247742546) | > loss_disc_real_5: 0.2922041416168213 (0.22638080683019426) | > loss_0: 2.4881834983825684 (2.4757609367370605) | > loss_gen: 2.648325204849243 (2.317865901523166) | > loss_kl: 2.41538405418396 (3.0447838041517468) | > loss_feat: 7.750290870666504 (6.842869387732612) | > loss_mel: 18.65680694580078 (18.034761746724445) | > loss_duration: 2.1793994903564453 (2.317619217766656) | > loss_1: 33.65020751953125 (32.55790032280816)  --> STEP: 10 | > loss_disc: 2.489147901535034 (2.477099633216858) | > loss_disc_real_0: 0.11647173762321472 (0.13688133135437966) | > loss_disc_real_1: 0.22242413461208344 (0.20408763140439987) | > loss_disc_real_2: 0.3072749972343445 (0.2494921177625656) | > loss_disc_real_3: 0.2374681532382965 (0.2416308879852295) | > loss_disc_real_4: 0.265434205532074 (0.2118024557828903) | > loss_disc_real_5: 0.24791476130485535 (0.22853420227766036) | > loss_0: 2.489147901535034 (2.477099633216858) | > loss_gen: 2.4116580486297607 (2.3272451162338257) | > loss_kl: 2.720844030380249 (3.012389826774597) | > loss_feat: 5.6016621589660645 (6.718748664855957) | > loss_mel: 17.714651107788086 (18.00275068283081) | > loss_duration: 2.36283016204834 (2.3221403121948243) | > loss_1: 30.8116455078125 (32.38327484130859)  --> STEP: 11 | > loss_disc: 2.4242019653320312 (2.4722907543182373) | > loss_disc_real_0: 0.07873547077178955 (0.13159534402868964) | > loss_disc_real_1: 0.1480419784784317 (0.19899257204749368) | > loss_disc_real_2: 0.24859929084777832 (0.24941095167940314) | > loss_disc_real_3: 0.18789412081241608 (0.23674572733315555) | > loss_disc_real_4: 0.2217465490102768 (0.21270646425810727) | > loss_disc_real_5: 0.2398449182510376 (0.22956244918433102) | > loss_0: 2.4242019653320312 (2.4722907543182373) | > loss_gen: 2.217902898788452 (2.317304914647883) | > loss_kl: 3.3096649646759033 (3.0394148393110796) | > loss_feat: 7.870917797088623 (6.823491313240745) | > loss_mel: 17.482892990112305 (17.955490892583672) | > loss_duration: 2.509176254272461 (2.3391435796564277) | > loss_1: 33.39055633544922 (32.47484588623047)  --> STEP: 12 | > loss_disc: 2.7060911655426025 (2.4917741219202676) | > loss_disc_real_0: 0.12137216329574585 (0.13074341230094433) | > loss_disc_real_1: 0.14624543488025665 (0.19459697728355727) | > loss_disc_real_2: 0.24475355446338654 (0.2490228352447351) | > loss_disc_real_3: 0.2406078279018402 (0.2370675690472126) | > loss_disc_real_4: 0.22441712021827698 (0.21368235225478807) | > loss_disc_real_5: 0.2450879067182541 (0.23085623731215796) | > loss_0: 2.7060911655426025 (2.4917741219202676) | > loss_gen: 1.9928585290908813 (2.2902677158514657) | > loss_kl: 2.3574254512786865 (2.98258239030838) | > loss_feat: 6.739852428436279 (6.816521406173706) | > loss_mel: 18.407756805419922 (17.99317971865336) | > loss_duration: 2.267172336578369 (2.3331459760665894) | > loss_1: 31.765066146850586 (32.41569757461548)  --> STEP: 13 | > loss_disc: 2.603297710418701 (2.5003528594970703) | > loss_disc_real_0: 0.14430688321590424 (0.1317867562174797) | > loss_disc_real_1: 0.20977488160133362 (0.19576450838492468) | > loss_disc_real_2: 0.25183534622192383 (0.24923918224298036) | > loss_disc_real_3: 0.2494371235370636 (0.2380190732387396) | > loss_disc_real_4: 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2.3421730995178223 (2.2837487374033247) | > loss_kl: 3.6926052570343018 (3.0079649346215382) | > loss_feat: 8.196662902832031 (6.790944644383022) | > loss_mel: 20.408723831176758 (18.13672385896955) | > loss_duration: 2.3971095085144043 (2.3329824890409196) | > loss_1: 37.03727722167969 (32.552365166800364)  --> STEP: 15 | > loss_disc: 2.703153371810913 (2.49230686823527) | > loss_disc_real_0: 0.20939861238002777 (0.1344108134508133) | > loss_disc_real_1: 0.19870372116565704 (0.19078220874071122) | > loss_disc_real_2: 0.2604931592941284 (0.25058509210745494) | > loss_disc_real_3: 0.264111191034317 (0.2372090697288513) | > loss_disc_real_4: 0.2411155253648758 (0.21373827556769054) | > loss_disc_real_5: 0.2486180067062378 (0.23295630812644957) | > loss_0: 2.703153371810913 (2.49230686823527) | > loss_gen: 2.1523022651672363 (2.2749856392542522) | > loss_kl: 3.3423547744750977 (3.0302575906117757) | > loss_feat: 5.347640514373779 (6.694724369049072) | > loss_mel: 16.154115676879883 (18.004549980163574) | > loss_duration: 2.3954524993896484 (2.3371471563975015) | > loss_1: 29.391864776611328 (32.34166514078776)  --> STEP: 16 | > loss_disc: 2.12980318069458 (2.469650387763977) | > loss_disc_real_0: 0.14642450213432312 (0.13516166899353266) | > loss_disc_real_1: 0.1917567402124405 (0.1908431169576943) | > loss_disc_real_2: 0.22658812999725342 (0.24908528197556734) | > loss_disc_real_3: 0.1787356436252594 (0.23355448059737682) | > loss_disc_real_4: 0.1646016538143158 (0.2106672367081046) | > loss_disc_real_5: 0.18434184789657593 (0.22991790436208248) | > loss_0: 2.12980318069458 (2.469650387763977) | > loss_gen: 2.829875946044922 (2.309666283428669) | > loss_kl: 3.0183262825012207 (3.029511883854866) | > loss_feat: 8.25376033782959 (6.792164117097855) | > loss_mel: 17.79535484313965 (17.99147528409958) | > loss_duration: 2.3519554138183594 (2.3380726724863052) | > loss_1: 34.24927520751953 (32.460890769958496)  --> STEP: 17 | > loss_disc: 2.4448060989379883 (2.468188959009507) | > loss_disc_real_0: 0.11287684738636017 (0.1338507971342872) | > loss_disc_real_1: 0.19127805531024933 (0.19086870156666813) | > loss_disc_real_2: 0.2277357578277588 (0.24782942761393154) | > loss_disc_real_3: 0.24664060771465302 (0.234324252780746) | > loss_disc_real_4: 0.2577703595161438 (0.21343800863798926) | > loss_disc_real_5: 0.31794488430023193 (0.23509596200550303) | > loss_0: 2.4448060989379883 (2.468188959009507) | > loss_gen: 2.352226972579956 (2.3121698533787445) | > loss_kl: 2.095796585083008 (2.974587454515345) | > loss_feat: 5.1228251457214355 (6.693967707016888) | > loss_mel: 18.13701629638672 (18.00003652011647) | > loss_duration: 2.444251775741577 (2.3443185020895565) | > loss_1: 30.152116775512695 (32.325080534991095)  --> STEP: 18 | > loss_disc: 2.57845401763916 (2.4743147956000433) | > loss_disc_real_0: 0.11420365422964096 (0.1327592891951402) | > loss_disc_real_1: 0.2069128155708313 (0.19176004123356608) | > loss_disc_real_2: 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(2.8896585583686827) | > loss_feat: 6.4309163093566895 (6.8257725715637205) | > loss_mel: 18.405075073242188 (18.02675280570984) | > loss_duration: 2.3032875061035156 (2.33447585105896) | > loss_1: 31.543716430664062 (32.383497047424314)  --> STEP: 21 | > loss_disc: 1.992450475692749 (2.4408159255981445) | > loss_disc_real_0: 0.07721631973981857 (0.13077868592171443) | > loss_disc_real_1: 0.20793767273426056 (0.18845005652734212) | > loss_disc_real_2: 0.17446810007095337 (0.2427689049925123) | > loss_disc_real_3: 0.25181689858436584 (0.23531540589673178) | > loss_disc_real_4: 0.22969767451286316 (0.21322335515703475) | > loss_disc_real_5: 0.24322055280208588 (0.23132368425528207) | > loss_0: 1.992450475692749 (2.4408159255981445) | > loss_gen: 2.8412575721740723 (2.332285478001549) | > loss_kl: 2.800323009490967 (2.885404484612601) | > loss_feat: 6.847409725189209 (6.826802912212553) | > loss_mel: 16.082735061645508 (17.934180532182967) | > loss_duration: 2.143876552581787 (2.3253996939886186) | > loss_1: 30.71560287475586 (32.30407351539249)  --> STEP: 22 | > loss_disc: 2.61906361579895 (2.448918093334545) | > loss_disc_real_0: 0.07794073224067688 (0.12837696075439456) | > loss_disc_real_1: 0.14578060805797577 (0.18651053614237093) | > loss_disc_real_2: 0.22721903026103973 (0.24206209250471808) | > loss_disc_real_3: 0.2116684913635254 (0.2342405461452224) | > loss_disc_real_4: 0.23823194205760956 (0.21436010910706085) | > loss_disc_real_5: 0.22028781473636627 (0.2308220538226041) | > loss_0: 2.61906361579895 (2.448918093334545) | > loss_gen: 1.9618650674819946 (2.315448186614297) | > loss_kl: 2.180598020553589 (2.8533678271553735) | > loss_feat: 7.072779178619385 (6.837983651594683) | > loss_mel: 18.588544845581055 (17.963924364610154) | > loss_duration: 2.186372995376587 (2.3190802985971626) | > loss_1: 31.99015998840332 (32.28980471871117)  --> STEP: 23 | > loss_disc: 2.4977598190307617 (2.4510416466256846) | > loss_disc_real_0: 0.17616736888885498 (0.1304548045863276) | > loss_disc_real_1: 0.1793227344751358 (0.18619802302640417) | > loss_disc_real_2: 0.26104509830474854 (0.24288744058298029) | > loss_disc_real_3: 0.299564003944397 (0.23708069648431696) | > loss_disc_real_4: 0.22909845411777496 (0.21500090671622235) | > loss_disc_real_5: 0.23201201856136322 (0.23087379141994144) | > loss_0: 2.4977598190307617 (2.4510416466256846) | > loss_gen: 2.323672294616699 (2.315805756527445) | > loss_kl: 2.6682751178741455 (2.8453203180561895) | > loss_feat: 6.59334659576416 (6.82734725786292) | > loss_mel: 15.67044448852539 (17.864207848258644) | > loss_duration: 2.2941412925720215 (2.3179959939873735) | > loss_1: 29.54987907409668 (32.17067751677141)  --> STEP: 24 | > loss_disc: 2.541930913925171 (2.45482869942983) | > loss_disc_real_0: 0.19557130336761475 (0.1331679920355479) | > loss_disc_real_1: 0.19933843612670898 (0.18674554023891687) | > loss_disc_real_2: 0.29068517684936523 (0.244879012927413) | > loss_disc_real_3: 0.24037735164165497 (0.2372180571158727) | > loss_disc_real_4: 0.25301459431648254 (0.2165848103662332) | > loss_disc_real_5: 0.21957190334796906 (0.2304028794169426) | > loss_0: 2.541930913925171 (2.45482869942983) | > loss_gen: 2.3968191146850586 (2.3191813131173453) | > loss_kl: 2.7320363521575928 (2.840600152810415) | > loss_feat: 4.995110988616943 (6.751004079977672) | > loss_mel: 17.560928344726562 (17.85157120227814) | > loss_duration: 2.443338394165039 (2.3232185939947763) | > loss_1: 30.128232955932617 (32.0855756600698)  --> STEP: 25 | > loss_disc: 2.516894817352295 (2.4573113441467287) | > loss_disc_real_0: 0.11235639452934265 (0.1323355281352997) | > loss_disc_real_1: 0.182662233710289 (0.18658220797777175) | > loss_disc_real_2: 0.2677614390850067 (0.24579430997371673) | > loss_disc_real_3: 0.30303019285202026 (0.2398505425453186) | > loss_disc_real_4: 0.21815547347068787 (0.2166476368904114) | > loss_disc_real_5: 0.288357138633728 (0.232721049785614) | > loss_0: 2.516894817352295 (2.4573113441467287) | > loss_gen: 2.3069992065429688 (2.3186940288543703) | > loss_kl: 2.388148307800293 (2.8225020790100097) | > loss_feat: 5.93436336517334 (6.718338451385498) | > loss_mel: 15.612558364868164 (17.762010688781743) | > loss_duration: 2.386399745941162 (2.325745840072632) | > loss_1: 28.628469467163086 (31.947291412353533)  --> STEP: 26 | > loss_disc: 2.5989089012145996 (2.462757404033954) | > loss_disc_real_0: 0.08369119465351105 (0.13046459223215398) | > loss_disc_real_1: 0.37539759278297424 (0.19384433816258723) | > loss_disc_real_2: 0.12771590054035187 (0.24125283268781808) | > loss_disc_real_3: 0.132039412856102 (0.23570396063419488) | > loss_disc_real_4: 0.14949463307857513 (0.2140648290514946) | > loss_disc_real_5: 0.18875718116760254 (0.23103013176184434) | > loss_0: 2.5989089012145996 (2.462757404033954) | > loss_gen: 2.2469842433929443 (2.315935960182777) | > loss_kl: 2.484314441680908 (2.8094948621896596) | > loss_feat: 16.59635353088379 (7.098262108289278) | > loss_mel: 20.236547470092773 (17.857185180370628) | > loss_duration: 2.2799880504608154 (2.323985925087562) | > loss_1: 43.84418487548828 (32.40486423785872) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024403792161207935 (-5.034299997182983e-05) | > avg_loss_disc: 2.462757404033954 (+0.0757569624827461) | > avg_loss_disc_real_0: 0.13046459223215398 (-0.004298797880227745) | > avg_loss_disc_real_1: 0.19384433816258723 (-0.019702254006495862) | > avg_loss_disc_real_2: 0.24125283268781808 (+0.03358585100907546) | > avg_loss_disc_real_3: 0.23570396063419488 (-0.009383962131463558) | > avg_loss_disc_real_4: 0.2140648290514946 (+0.0024360785117516215) | > avg_loss_disc_real_5: 0.23103013176184434 (+0.01687740677824387) | > avg_loss_0: 2.462757404033954 (+0.0757569624827461) | > avg_loss_gen: 2.315935960182777 (-0.07449741546924304) | > avg_loss_kl: 2.8094948621896596 (+0.014921500132634158) | > avg_loss_feat: 7.098262108289278 (-0.27919525366563125) | > avg_loss_mel: 17.857185180370628 (+0.349542984595665) | > avg_loss_duration: 2.323985925087562 (-0.01830854782691338) | > avg_loss_1: 32.40486423785872 (-0.007536301246034327)  > EPOCH: 583/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:52:58)   --> TIME: 2024-06-11 16:53:03 -- STEP: 9/330 -- GLOBAL_STEP: 280400 | > loss_disc: 2.355320692062378 (2.3288268513149686) | > loss_disc_real_0: 0.08643095940351486 (0.1078198394841618) | > loss_disc_real_1: 0.19366872310638428 (0.19266582859887016) | > loss_disc_real_2: 0.22714555263519287 (0.21799095471700033) | > loss_disc_real_3: 0.2458135038614273 (0.23534744646814135) | > loss_disc_real_4: 0.27268192172050476 (0.23726477060053083) | > loss_disc_real_5: 0.24682894349098206 (0.23606128328376347) | > loss_0: 2.355320692062378 (2.3288268513149686) | > grad_norm_0: tensor(7.1100, device='cuda:0') (tensor(6.3371, device='cuda:0')) | > loss_gen: 2.5274581909179688 (2.5635485384199352) | > loss_kl: 1.9555302858352661 (1.948332667350769) | > loss_feat: 6.98803186416626 (7.0504500601026745) | > loss_mel: 18.384033203125 (18.21382564968533) | > loss_duration: 2.062378168106079 (2.129486083984375) | > loss_1: 31.917430877685547 (31.905642827351887) | > grad_norm_1: tensor(58.1124, device='cuda:0') (tensor(65.8258, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3393 (0.37460679478115505) | > loader_time: 0.0029 (0.003289461135864258)  --> TIME: 2024-06-11 16:53:12 -- STEP: 34/330 -- GLOBAL_STEP: 280425 | > loss_disc: 2.4201486110687256 (2.320598973947413) | > loss_disc_real_0: 0.10037963092327118 (0.10635943031486343) | > loss_disc_real_1: 0.19786381721496582 (0.1989635483306997) | > loss_disc_real_2: 0.21886619925498962 (0.20900040908771403) | > loss_disc_real_3: 0.23579873144626617 (0.22618946652202046) | > loss_disc_real_4: 0.22527870535850525 (0.22646774570731557) | > loss_disc_real_5: 0.232268288731575 (0.22130182867541032) | > loss_0: 2.4201486110687256 (2.320598973947413) | > grad_norm_0: tensor(21.2644, device='cuda:0') (tensor(10.9630, device='cuda:0')) | > loss_gen: 2.4788219928741455 (2.5239943055545586) | > loss_kl: 1.8920570611953735 (1.945679082589991) | > loss_feat: 6.7098588943481445 (7.072945300270529) | > loss_mel: 17.911169052124023 (17.763720568488623) | > loss_duration: 2.060344696044922 (2.0379527000819944) | > loss_1: 31.0522518157959 (31.344291911405676) | > grad_norm_1: tensor(238.5895, device='cuda:0') (tensor(90.1102, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3531 (0.36052224916570325) | > loader_time: 0.0031 (0.003277175566729377)  --> TIME: 2024-06-11 16:53:21 -- STEP: 59/330 -- GLOBAL_STEP: 280450 | > loss_disc: 2.327279567718506 (2.336413775460195) | > loss_disc_real_0: 0.08837173879146576 (0.109352110679877) | > loss_disc_real_1: 0.16408714652061462 (0.1993950830172684) | > loss_disc_real_2: 0.1916564702987671 (0.21053836532568523) | > loss_disc_real_3: 0.2207334339618683 (0.22667016745623897) | > loss_disc_real_4: 0.21744312345981598 (0.22911431880320532) | > loss_disc_real_5: 0.213140070438385 (0.22150847189507242) | > loss_0: 2.327279567718506 (2.336413775460195) | > grad_norm_0: tensor(6.8633, device='cuda:0') (tensor(10.6050, device='cuda:0')) | > loss_gen: 2.5226855278015137 (2.5080404322026135) | > loss_kl: 1.8828389644622803 (1.9448058160684876) | > loss_feat: 6.893311500549316 (7.076402922808113) | > loss_mel: 17.25031852722168 (17.78196645187119) | > loss_duration: 1.9526625871658325 (2.0137714713306774) | > loss_1: 30.501819610595703 (31.324987217531366) | > grad_norm_1: tensor(43.8406, device='cuda:0') (tensor(98.6277, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3637 (0.3635469250759836) | > loader_time: 0.0038 (0.0034249475446798032)  --> TIME: 2024-06-11 16:53:31 -- STEP: 84/330 -- GLOBAL_STEP: 280475 | > loss_disc: 2.3237297534942627 (2.3515507635616126) | > loss_disc_real_0: 0.083402618765831 (0.11221756928023838) | > loss_disc_real_1: 0.1846156269311905 (0.19957125949717702) | > loss_disc_real_2: 0.2267969250679016 (0.2144178489134425) | > loss_disc_real_3: 0.23366038501262665 (0.22843165606969879) | > loss_disc_real_4: 0.2149231731891632 (0.2287394381349995) | > loss_disc_real_5: 0.21696311235427856 (0.22075703225675083) | > loss_0: 2.3237297534942627 (2.3515507635616126) | > grad_norm_0: tensor(8.5298, device='cuda:0') (tensor(10.3027, device='cuda:0')) | > loss_gen: 2.4504427909851074 (2.4882792745317728) | > loss_kl: 1.993445873260498 (1.9470876313391186) | > loss_feat: 7.003019332885742 (7.043393021538144) | > loss_mel: 17.681184768676758 (17.710032008943102) | > loss_duration: 2.1038737297058105 (2.006181440183096) | > loss_1: 31.23196792602539 (31.194973423367454) | > grad_norm_1: tensor(54.1509, device='cuda:0') (tensor(98.0734, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3709 (0.36728529703049434) | > loader_time: 0.0046 (0.003580124605269659)  --> TIME: 2024-06-11 16:53:41 -- STEP: 109/330 -- GLOBAL_STEP: 280500 | > loss_disc: 2.3153741359710693 (2.3482890479061593) | > loss_disc_real_0: 0.11138129234313965 (0.11182095288136683) | > loss_disc_real_1: 0.20122699439525604 (0.1982466810887013) | > loss_disc_real_2: 0.19469766318798065 (0.2125009298324585) | > loss_disc_real_3: 0.2460591048002243 (0.22876941651926128) | > loss_disc_real_4: 0.2367318868637085 (0.2295046823287229) | > loss_disc_real_5: 0.2203967124223709 (0.22091884979414284) | > loss_0: 2.3153741359710693 (2.3482890479061593) | > grad_norm_0: tensor(7.5378, device='cuda:0') (tensor(10.1574, device='cuda:0')) | > loss_gen: 2.4506821632385254 (2.4843911796534837) | > loss_kl: 2.0768322944641113 (1.9460455080784789) | > loss_feat: 6.906293869018555 (6.998199979099659) | > loss_mel: 17.650226593017578 (17.627910823997002) | > loss_duration: 1.952054500579834 (2.0071073956445833) | > loss_1: 31.036088943481445 (31.063654978340917) | > grad_norm_1: tensor(88.3766, device='cuda:0') (tensor(99.7371, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3774 (0.369333039729967) | > loader_time: 0.0038 (0.0036976140573484087) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_280500.pth  --> TIME: 2024-06-11 16:53:55 -- STEP: 134/330 -- GLOBAL_STEP: 280525 | > loss_disc: 2.280811309814453 (2.3547854281183507) | > loss_disc_real_0: 0.1359541118144989 (0.11298681267384272) | > loss_disc_real_1: 0.19422593712806702 (0.19810770930194144) | > loss_disc_real_2: 0.1887010782957077 (0.2123487913119259) | > loss_disc_real_3: 0.18466761708259583 (0.22900360033138475) | > loss_disc_real_4: 0.2047993391752243 (0.23036985444044) | > loss_disc_real_5: 0.20630666613578796 (0.2218861172893154) | > loss_0: 2.280811309814453 (2.3547854281183507) | > grad_norm_0: tensor(6.0462, device='cuda:0') (tensor(10.2217, device='cuda:0')) | > loss_gen: 2.5705769062042236 (2.47817905803225) | > loss_kl: 2.1772451400756836 (1.9581251722663195) | > loss_feat: 7.335261821746826 (6.995603241137604) | > loss_mel: 17.375761032104492 (17.65012380970058) | > loss_duration: 2.0273327827453613 (2.0111238662876314) | > loss_1: 31.486177444458008 (31.0931552346073) | > grad_norm_1: tensor(67.4666, device='cuda:0') (tensor(98.6803, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.366 (0.3746538482495208) | > loader_time: 0.0049 (0.0038149783860391647)  --> TIME: 2024-06-11 16:54:05 -- STEP: 159/330 -- GLOBAL_STEP: 280550 | > loss_disc: 2.268362045288086 (2.353461411014292) | > loss_disc_real_0: 0.1634996235370636 (0.114467036236757) | > loss_disc_real_1: 0.22003485262393951 (0.197951300339129) | > loss_disc_real_2: 0.20646047592163086 (0.21221344894583116) | > loss_disc_real_3: 0.20271721482276917 (0.22858340054188134) | > loss_disc_real_4: 0.2135123908519745 (0.230076587143934) | > loss_disc_real_5: 0.1965217888355255 (0.2215063009621962) | > loss_0: 2.268362045288086 (2.353461411014292) | > grad_norm_0: tensor(10.6896, device='cuda:0') (tensor(10.4756, device='cuda:0')) | > loss_gen: 2.684554100036621 (2.4797699991262188) | > loss_kl: 1.8644970655441284 (1.9604842512862488) | > loss_feat: 7.822837829589844 (6.996781286203636) | > loss_mel: 17.609033584594727 (17.63142296653124) | > loss_duration: 2.023434638977051 (2.01430092517685) | > loss_1: 32.004356384277344 (31.082759473308826) | > grad_norm_1: tensor(153.8729, device='cuda:0') (tensor(99.0120, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3957 (0.3770573918924392) | > loader_time: 0.005 (0.003921229884309589)  --> TIME: 2024-06-11 16:54:15 -- STEP: 184/330 -- GLOBAL_STEP: 280575 | > loss_disc: 2.3874523639678955 (2.357346847005511) | > loss_disc_real_0: 0.09855519235134125 (0.11522990947022387) | > loss_disc_real_1: 0.18349876999855042 (0.19803399058139842) | > loss_disc_real_2: 0.17666764557361603 (0.21241601224502787) | > loss_disc_real_3: 0.2432187795639038 (0.2288356628268957) | > loss_disc_real_4: 0.2470044195652008 (0.23008815239629019) | > loss_disc_real_5: 0.23780308663845062 (0.2220409803254449) | > loss_0: 2.3874523639678955 (2.357346847005511) | > grad_norm_0: tensor(8.1178, device='cuda:0') (tensor(11.1809, device='cuda:0')) | > loss_gen: 2.4489095211029053 (2.474733081848725) | > loss_kl: 2.018190622329712 (1.959708750895832) | > loss_feat: 7.288084983825684 (6.995527832404427) | > loss_mel: 17.41073989868164 (17.622608018958054) | > loss_duration: 2.051734209060669 (2.020668686732003) | > loss_1: 31.21765899658203 (31.0732464272043) | > grad_norm_1: tensor(272.4676, device='cuda:0') (tensor(112.0001, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.3922 (0.37938076387281006) | > loader_time: 0.0042 (0.004000535477762639)  --> TIME: 2024-06-11 16:54:25 -- STEP: 209/330 -- GLOBAL_STEP: 280600 | > loss_disc: 2.380089282989502 (2.3570917280096744) | > loss_disc_real_0: 0.16492609679698944 (0.1165752544214851) | > loss_disc_real_1: 0.15676094591617584 (0.1974873563461897) | > loss_disc_real_2: 0.21670334041118622 (0.21231244917976796) | > loss_disc_real_3: 0.22499309480190277 (0.22848983636598266) | > loss_disc_real_4: 0.2520512044429779 (0.23005937831253526) | > loss_disc_real_5: 0.23420673608779907 (0.22201087001408115) | > loss_0: 2.380089282989502 (2.3570917280096744) | > grad_norm_0: tensor(56.4755, device='cuda:0') (tensor(13.8150, device='cuda:0')) | > loss_gen: 2.5329203605651855 (2.481354916495) | > loss_kl: 1.9152908325195312 (1.9624103393280905) | > loss_feat: 7.241734981536865 (7.023593183909877) | > loss_mel: 17.132793426513672 (17.599284797193906) | > loss_duration: 2.128753662109375 (2.0287127072731277) | > loss_1: 30.951494216918945 (31.095356014927038) | > grad_norm_1: tensor(362.4386, device='cuda:0') (tensor(136.6597, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.4023 (0.3820577876989921) | > loader_time: 0.0056 (0.004111106315868327)  --> TIME: 2024-06-11 16:54:36 -- STEP: 234/330 -- GLOBAL_STEP: 280625 | > loss_disc: 2.472055435180664 (2.3612250833429833) | > loss_disc_real_0: 0.12509317696094513 (0.11690361122799735) | > loss_disc_real_1: 0.17267663776874542 (0.19799321749780932) | > loss_disc_real_2: 0.21158911287784576 (0.2127447192612876) | > loss_disc_real_3: 0.25044533610343933 (0.22861615893168327) | > loss_disc_real_4: 0.238591268658638 (0.2304395704060538) | > loss_disc_real_5: 0.23447158932685852 (0.22234446918353057) | > loss_0: 2.472055435180664 (2.3612250833429833) | > grad_norm_0: tensor(44.1223, device='cuda:0') (tensor(16.5712, device='cuda:0')) | > loss_gen: 2.3880603313446045 (2.4851452163142023) | > loss_kl: 2.038045883178711 (1.9674574294660845) | > loss_feat: 6.3919806480407715 (7.025601982051491) | > loss_mel: 17.14955711364746 (17.594123563195915) | > loss_duration: 2.1086583137512207 (2.036998364660476) | > loss_1: 30.07630157470703 (31.10932660714174) | > grad_norm_1: tensor(119.0607, device='cuda:0') (tensor(160.9888, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.4107 (0.3862898176551884) | > loader_time: 0.0057 (0.004222049672379459)  --> TIME: 2024-06-11 16:54:47 -- STEP: 259/330 -- GLOBAL_STEP: 280650 | > loss_disc: 2.4789297580718994 (2.3613632323659055) | > loss_disc_real_0: 0.143436998128891 (0.11742341118544686) | > loss_disc_real_1: 0.2609548568725586 (0.19843388351694496) | > loss_disc_real_2: 0.21866951882839203 (0.21270891719112983) | > loss_disc_real_3: 0.23339219391345978 (0.22891340867893115) | > loss_disc_real_4: 0.24745313823223114 (0.230285866495265) | > loss_disc_real_5: 0.23235996067523956 (0.22193593160756306) | > loss_0: 2.4789297580718994 (2.3613632323659055) | > grad_norm_0: tensor(27.8065, device='cuda:0') (tensor(18.7100, device='cuda:0')) | > loss_gen: 2.4931094646453857 (2.4900623288393944) | > loss_kl: 1.8996649980545044 (1.970487095214225) | > loss_feat: 6.2325263023376465 (7.040054910431498) | > loss_mel: 17.76982307434082 (17.551135608128146) | > loss_duration: 2.150940418243408 (2.0446162343485486) | > loss_1: 30.546064376831055 (31.09635621148187) | > grad_norm_1: tensor(154.5791, device='cuda:0') (tensor(185.5933, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.4342 (0.3908067559643602) | > loader_time: 0.0054 (0.004337609044373271)  --> TIME: 2024-06-11 16:54:59 -- STEP: 284/330 -- GLOBAL_STEP: 280675 | > loss_disc: 2.3782808780670166 (2.3646191904242606) | > loss_disc_real_0: 0.08584845066070557 (0.11901204710380292) | > loss_disc_real_1: 0.18643757700920105 (0.1986528466075239) | > loss_disc_real_2: 0.21713100373744965 (0.2129569833862109) | > loss_disc_real_3: 0.21164806187152863 (0.22923517200938412) | > loss_disc_real_4: 0.24538026750087738 (0.22996476135203542) | > loss_disc_real_5: 0.25531527400016785 (0.22206879501611415) | > loss_0: 2.3782808780670166 (2.3646191904242606) | > grad_norm_0: tensor(15.4708, device='cuda:0') (tensor(20.7856, device='cuda:0')) | > loss_gen: 2.4332728385925293 (2.4868949752458382) | > loss_kl: 2.069631576538086 (1.9760674443882955) | > loss_feat: 6.4120259284973145 (7.0391122001997175) | > loss_mel: 16.791894912719727 (17.512789313222328) | > loss_duration: 2.1581501960754395 (2.0540549234605177) | > loss_1: 29.864974975585938 (31.068918933331126) | > grad_norm_1: tensor(344.8861, device='cuda:0') (tensor(207.7457, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.4513 (0.39601612258964874) | > loader_time: 0.0058 (0.004461398426915562)  --> TIME: 2024-06-11 16:55:11 -- STEP: 309/330 -- GLOBAL_STEP: 280700 | > loss_disc: 2.5209591388702393 (2.365133270862418) | > loss_disc_real_0: 0.1165272668004036 (0.1194705684883309) | > loss_disc_real_1: 0.23584626615047455 (0.19904156400547826) | > loss_disc_real_2: 0.22006560862064362 (0.21259815735338575) | > loss_disc_real_3: 0.2424965500831604 (0.22916103672826946) | > loss_disc_real_4: 0.2545643746852875 (0.22996258378800455) | > loss_disc_real_5: 0.24358315765857697 (0.22201659479766217) | > loss_0: 2.5209591388702393 (2.365133270862418) | > grad_norm_0: tensor(26.5721, device='cuda:0') (tensor(21.8061, device='cuda:0')) | > loss_gen: 2.4244368076324463 (2.483921543294172) | > loss_kl: 1.8991466760635376 (1.977335158675234) | > loss_feat: 6.9665679931640625 (7.052797180163436) | > loss_mel: 16.736804962158203 (17.4543524652623) | > loss_duration: 2.2317028045654297 (2.065468626114928) | > loss_1: 30.25865936279297 (31.033875061084537) | > grad_norm_1: tensor(220.0733, device='cuda:0') (tensor(217.3080, device='cuda:0')) | > current_lr_0: 0.0001859425604956993 | > current_lr_1: 0.0001859425604956993 | > step_time: 0.5061 (0.4033188873895937) | > loader_time: 0.0075 (0.0046325501500595785)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5353617668151855 (2.5353617668151855) | > loss_disc_real_0: 0.13869193196296692 (0.13869193196296692) | > loss_disc_real_1: 0.27395185828208923 (0.27395185828208923) | > loss_disc_real_2: 0.23710261285305023 (0.23710261285305023) | > loss_disc_real_3: 0.23035593330860138 (0.23035593330860138) | > loss_disc_real_4: 0.23063860833644867 (0.23063860833644867) | > loss_disc_real_5: 0.1824512481689453 (0.1824512481689453) | > loss_0: 2.5353617668151855 (2.5353617668151855) | > loss_gen: 2.0844762325286865 (2.0844762325286865) | > loss_kl: 2.8737423419952393 (2.8737423419952393) | > loss_feat: 4.794186592102051 (4.794186592102051) | > loss_mel: 15.142378807067871 (15.142378807067871) | > loss_duration: 3.001290798187256 (3.001290798187256) | > loss_1: 27.896074295043945 (27.896074295043945)  --> STEP: 1 | > loss_disc: 2.231703758239746 (2.231703758239746) | > loss_disc_real_0: 0.059337567538022995 (0.059337567538022995) | > loss_disc_real_1: 0.18035532534122467 (0.18035532534122467) | > loss_disc_real_2: 0.18956182897090912 (0.18956182897090912) | > loss_disc_real_3: 0.22354047000408173 (0.22354047000408173) | > loss_disc_real_4: 0.22621646523475647 (0.22621646523475647) | > loss_disc_real_5: 0.2502979636192322 (0.2502979636192322) | > loss_0: 2.231703758239746 (2.231703758239746) | > loss_gen: 2.5662522315979004 (2.5662522315979004) | > loss_kl: 2.248426675796509 (2.248426675796509) | > loss_feat: 5.785765171051025 (5.785765171051025) | > loss_mel: 19.117469787597656 (19.117469787597656) | > loss_duration: 2.371452808380127 (2.371452808380127) | > loss_1: 32.0893669128418 (32.0893669128418)  --> STEP: 2 | > loss_disc: 2.2464590072631836 (2.239081382751465) | > loss_disc_real_0: 0.10048624873161316 (0.07991190813481808) | > loss_disc_real_1: 0.2123597115278244 (0.19635751843452454) | > loss_disc_real_2: 0.21668218076229095 (0.20312200486660004) | > loss_disc_real_3: 0.20836861431598663 (0.21595454216003418) | > loss_disc_real_4: 0.23057489097118378 (0.22839567810297012) | > loss_disc_real_5: 0.21546970307826996 (0.23288383334875107) | > loss_0: 2.2464590072631836 (2.239081382751465) | > loss_gen: 2.4279401302337646 (2.4970961809158325) | > loss_kl: 2.5073788166046143 (2.3779027462005615) | > loss_feat: 5.634119987487793 (5.709942579269409) | > loss_mel: 18.803817749023438 (18.960643768310547) | > loss_duration: 2.492203950881958 (2.4318283796310425) | > loss_1: 31.865461349487305 (31.97741413116455)  --> STEP: 3 | > loss_disc: 2.3405709266662598 (2.272911230723063) | > loss_disc_real_0: 0.09413227438926697 (0.08465203021963437) | > loss_disc_real_1: 0.18112443387508392 (0.19127982358137766) | > loss_disc_real_2: 0.19121210277080536 (0.19915203750133514) | > loss_disc_real_3: 0.1998961716890335 (0.21060175200303397) | > loss_disc_real_4: 0.22289131581783295 (0.22656089067459106) | > loss_disc_real_5: 0.2531229853630066 (0.2396302173535029) | > loss_0: 2.3405709266662598 (2.272911230723063) | > loss_gen: 2.1736810207366943 (2.3892911275227866) | > loss_kl: 2.9469728469848633 (2.5675927797953286) | > loss_feat: 5.189573287963867 (5.5364861488342285) | > loss_mel: 17.83997917175293 (18.58708890279134) | > loss_duration: 2.3032140731811523 (2.3889569441477456) | > loss_1: 30.453418731689453 (31.46941566467285)  --> STEP: 4 | > loss_disc: 2.349902629852295 (2.292159080505371) | > loss_disc_real_0: 0.10631200671195984 (0.09006702434271574) | > loss_disc_real_1: 0.24935610592365265 (0.2057988941669464) | > loss_disc_real_2: 0.2933763563632965 (0.22270811721682549) | > loss_disc_real_3: 0.24621282517910004 (0.21950452029705048) | > loss_disc_real_4: 0.21439148485660553 (0.22351853922009468) | > loss_disc_real_5: 0.2161283642053604 (0.23375475406646729) | > loss_0: 2.349902629852295 (2.292159080505371) | > loss_gen: 2.6758806705474854 (2.460938513278961) | > loss_kl: 3.1805999279022217 (2.720844566822052) | > loss_feat: 7.3096489906311035 (5.979776859283447) | > loss_mel: 17.678571701049805 (18.359959602355957) | > loss_duration: 2.363576889038086 (2.382611930370331) | > loss_1: 33.208274841308594 (31.904130458831787)  --> STEP: 5 | > loss_disc: 2.518467426300049 (2.3374207496643065) | > loss_disc_real_0: 0.1870526224374771 (0.10946414396166801) | > loss_disc_real_1: 0.23178985714912415 (0.21099708676338197) | > loss_disc_real_2: 0.19559292495250702 (0.2172850787639618) | > loss_disc_real_3: 0.2353329360485077 (0.22267020344734192) | > loss_disc_real_4: 0.17815858125686646 (0.21444654762744902) | > loss_disc_real_5: 0.19904330372810364 (0.22681246399879457) | > loss_0: 2.518467426300049 (2.3374207496643065) | > loss_gen: 2.24456787109375 (2.417664384841919) | > loss_kl: 2.6644649505615234 (2.709568643569946) | > loss_feat: 5.16050910949707 (5.8159233093261715) | > loss_mel: 16.835330963134766 (18.055033874511718) | > loss_duration: 2.331902265548706 (2.372469997406006) | > loss_1: 29.236774444580078 (31.370659255981444)  --> STEP: 6 | > loss_disc: 2.591264486312866 (2.3797280391057334) | > loss_disc_real_0: 0.18864327669143677 (0.12266066608329614) | > loss_disc_real_1: 0.2215375006198883 (0.21275382240613303) | > loss_disc_real_2: 0.2094530612230301 (0.21597974250713983) | > loss_disc_real_3: 0.17583298683166504 (0.21486400067806244) | > loss_disc_real_4: 0.20768296718597412 (0.21331928422053656) | > loss_disc_real_5: 0.2007431983947754 (0.2224675863981247) | > loss_0: 2.591264486312866 (2.3797280391057334) | > loss_gen: 2.282153606414795 (2.395079255104065) | > loss_kl: 2.895315170288086 (2.7405263980229697) | > loss_feat: 6.551295757293701 (5.938485383987427) | > loss_mel: 18.377737045288086 (18.10881773630778) | > loss_duration: 2.1997761726379395 (2.3436876932779946) | > loss_1: 32.306278228759766 (31.5265957514445)  --> STEP: 7 | > loss_disc: 2.361048460006714 (2.3770595278058733) | > loss_disc_real_0: 0.10821245610713959 (0.12059663608670235) | > loss_disc_real_1: 0.23432506620883942 (0.2158354286636625) | > loss_disc_real_2: 0.2202065885066986 (0.21658357764993394) | > loss_disc_real_3: 0.21129074692726135 (0.21435353585651942) | > loss_disc_real_4: 0.22117385268211365 (0.21444136542933329) | > loss_disc_real_5: 0.18921099603176117 (0.21771664491721562) | > loss_0: 2.361048460006714 (2.3770595278058733) | > loss_gen: 2.468390941619873 (2.4055523531777516) | > loss_kl: 3.6227033138275146 (2.8665516717093333) | > loss_feat: 5.478123664855957 (5.872719424111502) | > loss_mel: 18.111949920654297 (18.109265191214426) | > loss_duration: 2.5098519325256348 (2.3674254417419434) | > loss_1: 32.19102096557617 (31.621513639177596)  --> STEP: 8 | > loss_disc: 2.3950963020324707 (2.379314124584198) | > loss_disc_real_0: 0.13885587453842163 (0.12287904089316726) | > loss_disc_real_1: 0.13362158834934235 (0.20555869862437248) | > loss_disc_real_2: 0.17457839846611023 (0.21133293025195599) | > loss_disc_real_3: 0.22547060251235962 (0.21574316918849945) | > loss_disc_real_4: 0.22822797298431396 (0.21616469137370586) | > loss_disc_real_5: 0.2376902550458908 (0.22021334618330002) | > loss_0: 2.3950963020324707 (2.379314124584198) | > loss_gen: 2.2252228260040283 (2.3830111622810364) | > loss_kl: 3.2001497745513916 (2.9082514345645905) | > loss_feat: 7.869354724884033 (6.122298836708069) | > loss_mel: 18.68331527709961 (18.181021451950073) | > loss_duration: 2.285752296447754 (2.3572162985801697) | > loss_1: 34.2637939453125 (31.951798677444458)  --> STEP: 9 | > loss_disc: 2.278473377227783 (2.368109597100152) | > loss_disc_real_0: 0.10592122375965118 (0.12099483898944324) | > loss_disc_real_1: 0.18029871582984924 (0.20275203386942545) | > loss_disc_real_2: 0.17410682141780853 (0.2071966959370507) | > loss_disc_real_3: 0.16479113698005676 (0.21008183227645028) | > loss_disc_real_4: 0.13784636557102203 (0.20746265517340767) | > loss_disc_real_5: 0.22097375988960266 (0.22029783659511143) | > loss_0: 2.278473377227783 (2.368109597100152) | > loss_gen: 2.204575300216675 (2.3631849553849964) | > loss_kl: 2.690825939178467 (2.8840930461883545) | > loss_feat: 9.79093074798584 (6.529924604627821) | > loss_mel: 20.22113800048828 (18.40770106845432) | > loss_duration: 2.177126884460449 (2.3372063636779785) | > loss_1: 37.084598541259766 (32.522109773423935)  --> STEP: 10 | > loss_disc: 2.494868755340576 (2.380785512924194) | > loss_disc_real_0: 0.2181273251771927 (0.1307080876082182) | > loss_disc_real_1: 0.22092999517917633 (0.20456983000040055) | > loss_disc_real_2: 0.23443429172039032 (0.20992045551538469) | > loss_disc_real_3: 0.22451059520244598 (0.21152470856904984) | > loss_disc_real_4: 0.22027043998241425 (0.2087434336543083) | > loss_disc_real_5: 0.19039487838745117 (0.2173075407743454) | > loss_0: 2.494868755340576 (2.380785512924194) | > loss_gen: 2.1910061836242676 (2.3459670782089233) | > loss_kl: 2.8148603439331055 (2.8771697759628294) | > loss_feat: 5.141359806060791 (6.3910681247711185) | > loss_mel: 14.979378700256348 (18.06486883163452) | > loss_duration: 2.366443634033203 (2.340130090713501) | > loss_1: 27.4930477142334 (32.01920356750488)  --> STEP: 11 | > loss_disc: 2.513805389404297 (2.39287822896784) | > loss_disc_real_0: 0.20016804337501526 (0.13702262904156337) | > loss_disc_real_1: 0.16197051107883453 (0.20069716464389453) | > loss_disc_real_2: 0.2403753101825714 (0.2126890786669471) | > loss_disc_real_3: 0.21735186874866486 (0.2120544504035603) | > loss_disc_real_4: 0.24131755530834198 (0.21170471744103866) | > loss_disc_real_5: 0.23098263144493103 (0.21855073083530774) | > loss_0: 2.513805389404297 (2.39287822896784) | > loss_gen: 2.090306282043457 (2.3227251876484263) | > loss_kl: 3.470874786376953 (2.93114295872775) | > loss_feat: 5.071683406829834 (6.2711240595037285) | > loss_mel: 18.176414489746094 (18.0750093460083) | > loss_duration: 2.554182291030884 (2.359589381651445) | > loss_1: 31.363462448120117 (31.959590738469903)  --> STEP: 12 | > loss_disc: 2.411433219909668 (2.394424478212992) | > loss_disc_real_0: 0.12490855902433395 (0.13601312320679426) | > loss_disc_real_1: 0.2124377340078354 (0.20167554542422295) | > loss_disc_real_2: 0.2246170938014984 (0.2136830799281597) | > loss_disc_real_3: 0.2076694816350937 (0.2116890363395214) | > loss_disc_real_4: 0.22507230937480927 (0.21281868343551955) | > loss_disc_real_5: 0.22848078608512878 (0.21937823543945947) | > loss_0: 2.411433219909668 (2.394424478212992) | > loss_gen: 2.331847906112671 (2.3234854141871133) | > loss_kl: 3.2596800327301025 (2.958521048227946) | > loss_feat: 6.255365371704102 (6.269810835520427) | > loss_mel: 18.300399780273438 (18.093791882197063) | > loss_duration: 2.2706079483032227 (2.3521742622057595) | > loss_1: 32.41790008544922 (31.997783184051514)  --> STEP: 13 | > loss_disc: 2.3099753856658936 (2.387928394170908) | > loss_disc_real_0: 0.08552231639623642 (0.13212921499059752) | > loss_disc_real_1: 0.30103734135627747 (0.20931876049591944) | > loss_disc_real_2: 0.15808731317520142 (0.20940648248562446) | > loss_disc_real_3: 0.13540616631507874 (0.20582112326071814) | > loss_disc_real_4: 0.16510726511478424 (0.2091485743339245) | > loss_disc_real_5: 0.1412651240825653 (0.21336953456585223) | > loss_0: 2.3099753856658936 (2.387928394170908) | > loss_gen: 2.1162021160125732 (2.307540545096764) | > loss_kl: 2.8315789699554443 (2.948756272976215) | > loss_feat: 6.796477317810059 (6.310323641850398) | > loss_mel: 17.13363265991211 (18.019933480482834) | > loss_duration: 2.2531228065490723 (2.3445549194629374) | > loss_1: 31.131011962890625 (31.931108474731445)  --> STEP: 14 | > loss_disc: 2.3263580799102783 (2.3835305145808627) | > loss_disc_real_0: 0.19418832659721375 (0.1365620086767844) | > loss_disc_real_1: 0.17476007342338562 (0.20685028284788132) | > loss_disc_real_2: 0.21804489195346832 (0.2100235117333276) | > loss_disc_real_3: 0.20270243287086487 (0.20559835966144288) | > loss_disc_real_4: 0.25429460406303406 (0.21237329074314662) | > loss_disc_real_5: 0.24644587934017181 (0.21573213062116078) | > loss_0: 2.3263580799102783 (2.3835305145808627) | > loss_gen: 2.552922010421753 (2.325067792619978) | > loss_kl: 3.725599527359009 (3.0042450768607005) | > loss_feat: 6.483592510223389 (6.322699989591326) | > loss_mel: 19.35235595703125 (18.115106514522008) | > loss_duration: 2.3745908737182617 (2.3467003447668895) | > loss_1: 34.48906326293945 (32.113819531032014)  --> STEP: 15 | > loss_disc: 2.555673360824585 (2.395006704330444) | > loss_disc_real_0: 0.27043992280960083 (0.14548720295230547) | > loss_disc_real_1: 0.18131032586097717 (0.20514761904875436) | > loss_disc_real_2: 0.24807095527648926 (0.21256000796953836) | > loss_disc_real_3: 0.2472977340221405 (0.20837831795215606) | > loss_disc_real_4: 0.23911726474761963 (0.21415622234344484) | > loss_disc_real_5: 0.2594112455844879 (0.21864407161871593) | > loss_0: 2.555673360824585 (2.395006704330444) | > loss_gen: 2.2989609241485596 (2.323327334721883) | > loss_kl: 3.3685245513916016 (3.0285303751627604) | > loss_feat: 5.505683898925781 (6.268232250213623) | > loss_mel: 17.46568489074707 (18.071811739603678) | > loss_duration: 2.385928153991699 (2.3493155320485433) | > loss_1: 31.024784088134766 (32.041217168172196)  --> STEP: 16 | > loss_disc: 2.6954517364501953 (2.4137845188379288) | > loss_disc_real_0: 0.2795269787311554 (0.1538646889384836) | > loss_disc_real_1: 0.3328208029270172 (0.2131271930411458) | > loss_disc_real_2: 0.24781201779842377 (0.2147632585838437) | > loss_disc_real_3: 0.25739288330078125 (0.21144172828644514) | > loss_disc_real_4: 0.2152734398841858 (0.21422604843974113) | > loss_disc_real_5: 0.2578141689300537 (0.22109220270067453) | > loss_0: 2.6954517364501953 (2.4137845188379288) | > loss_gen: 2.5603933334350586 (2.3381439596414566) | > loss_kl: 2.6835203170776367 (3.00696724653244) | > loss_feat: 5.857733726501465 (6.242576092481613) | > loss_mel: 16.440847396850586 (17.96987646818161) | > loss_duration: 2.3638076782226562 (2.3502212911844254) | > loss_1: 29.90630340576172 (31.907785058021542)  --> STEP: 17 | > loss_disc: 2.422288417816162 (2.4142847481895897) | > loss_disc_real_0: 0.10819670557975769 (0.1511783369762056) | > loss_disc_real_1: 0.22062784433364868 (0.21356840782305775) | > loss_disc_real_2: 0.22552147507667542 (0.21539609484812794) | > loss_disc_real_3: 0.2293676882982254 (0.2124961965224322) | > loss_disc_real_4: 0.24098706245422363 (0.2158002257347107) | > loss_disc_real_5: 0.23669995367527008 (0.22201030569918015) | > loss_0: 2.422288417816162 (2.4142847481895897) | > loss_gen: 2.379936456680298 (2.3406023418202118) | > loss_kl: 2.1405951976776123 (2.9560041848350975) | > loss_feat: 6.708276748657227 (6.269970248727238) | > loss_mel: 17.29152488708496 (17.929973433999454) | > loss_duration: 2.4511895179748535 (2.3561605986426857) | > loss_1: 30.971521377563477 (31.852710723876953)  --> STEP: 18 | > loss_disc: 2.3021812438964844 (2.4080567757288613) | > loss_disc_real_0: 0.11234273761510849 (0.14902080367836687) | > loss_disc_real_1: 0.1479090303182602 (0.20992066462834677) | > loss_disc_real_2: 0.21807155013084412 (0.21554473125272328) | > loss_disc_real_3: 0.15404829382896423 (0.20924909081723955) | > loss_disc_real_4: 0.14635878801345825 (0.21194236808353) | > loss_disc_real_5: 0.1248914822936058 (0.21661481550998157) | > loss_0: 2.3021812438964844 (2.4080567757288613) | > loss_gen: 2.1717519760131836 (2.3312217659420438) | > loss_kl: 2.509315013885498 (2.931188119782342) | > loss_feat: 8.547991752624512 (6.396526998943752) | > loss_mel: 19.20468521118164 (18.00079075495402) | > loss_duration: 2.2292709350585938 (2.349111172888014) | > loss_1: 34.66301345825195 (32.00883865356445)  --> STEP: 19 | > loss_disc: 2.4850895404815674 (2.412111131768478) | > loss_disc_real_0: 0.22305619716644287 (0.15291740333563403) | > loss_disc_real_1: 0.24864530563354492 (0.21195880362862035) | > loss_disc_real_2: 0.19852399826049805 (0.2146489032005009) | > loss_disc_real_3: 0.23267100751399994 (0.2104818232749638) | > loss_disc_real_4: 0.2689513862133026 (0.2149428427219391) | > loss_disc_real_5: 0.25903668999671936 (0.21884754574612567) | > loss_0: 2.4850895404815674 (2.412111131768478) | > loss_gen: 2.4784157276153564 (2.3389688165564286) | > loss_kl: 1.9304734468460083 (2.878518926469903) | > loss_feat: 5.670837879180908 (6.358332834745708) | > loss_mel: 17.235301971435547 (17.960501871610944) | > loss_duration: 2.3553860187530518 (2.3494414279335425) | > loss_1: 29.6704158782959 (31.885763770655583)  --> STEP: 20 | > loss_disc: 2.413893699645996 (2.412200260162354) | > loss_disc_real_0: 0.1376264989376068 (0.15215285811573268) | > loss_disc_real_1: 0.2056729644536972 (0.2116445116698742) | > loss_disc_real_2: 0.16387687623500824 (0.21211030185222626) | > loss_disc_real_3: 0.15652824938297272 (0.20778414458036423) | > loss_disc_real_4: 0.194383442401886 (0.21391487270593643) | > loss_disc_real_5: 0.17900153994560242 (0.21685524545609952) | > loss_0: 2.413893699645996 (2.412200260162354) | > loss_gen: 2.2325024604797363 (2.333645498752594) | > loss_kl: 2.303189516067505 (2.8497524559497833) | > loss_feat: 7.780595779418945 (6.42944598197937) | > loss_mel: 19.974964141845703 (18.06122498512268) | > loss_duration: 2.3270344734191895 (2.3483210802078247) | > loss_1: 34.6182861328125 (32.02238988876343)  --> STEP: 21 | > loss_disc: 2.223968029022217 (2.4032368205842523) | > loss_disc_real_0: 0.12314015626907349 (0.15077130088493937) | > loss_disc_real_1: 0.19827577471733093 (0.21100790514832451) | > loss_disc_real_2: 0.1443808674812317 (0.20888509069170272) | > loss_disc_real_3: 0.17980463802814484 (0.20645178712549664) | > loss_disc_real_4: 0.20289351046085358 (0.21339004593236105) | > loss_disc_real_5: 0.13237076997756958 (0.21283217519521713) | > loss_0: 2.223968029022217 (2.4032368205842523) | > loss_gen: 2.2758777141571045 (2.3308946518670943) | > loss_kl: 2.300734758377075 (2.8236087560653687) | > loss_feat: 6.739992141723633 (6.4442338943481445) | > loss_mel: 18.43096923828125 (18.078831854320708) | > loss_duration: 2.1811671257019043 (2.3403613680884954) | > loss_1: 31.928739547729492 (32.017930348714195)  --> STEP: 22 | > loss_disc: 2.2874386310577393 (2.397973266514865) | > loss_disc_real_0: 0.16038191318511963 (0.15120814689858394) | > loss_disc_real_1: 0.24993716180324554 (0.21277741681445728) | > loss_disc_real_2: 0.16531357169151306 (0.206904567100785) | > loss_disc_real_3: 0.18874827027320862 (0.205647081814029) | > loss_disc_real_4: 0.223106250166893 (0.21383169157938522) | > loss_disc_real_5: 0.20229293406009674 (0.2123531187799844) | > loss_0: 2.2874386310577393 (2.397973266514865) | > loss_gen: 2.5991554260253906 (2.343088323419744) | > loss_kl: 2.4684462547302246 (2.8074650060046804) | > loss_feat: 9.214713096618652 (6.570164767178622) | > loss_mel: 19.401830673217773 (18.138968164270576) | > loss_duration: 2.186976909637451 (2.3333893472498115) | > loss_1: 35.87112045288086 (32.19307535344904)  --> STEP: 23 | > loss_disc: 2.5518293380737305 (2.404662660930468) | > loss_disc_real_0: 0.10708613693714142 (0.1492897986393908) | > loss_disc_real_1: 0.2517799437046051 (0.21447317885315936) | > loss_disc_real_2: 0.1831466257572174 (0.20587161312932553) | > loss_disc_real_3: 0.18484759330749512 (0.2047427562267884) | > loss_disc_real_4: 0.2137754112482071 (0.21382924460846445) | > loss_disc_real_5: 0.213736429810524 (0.21241326273783392) | > loss_0: 2.5518293380737305 (2.404662660930468) | > loss_gen: 2.0323495864868164 (2.329577943553095) | > loss_kl: 2.517446994781494 (2.794855527255846) | > loss_feat: 6.583864688873291 (6.570760415947956) | > loss_mel: 16.532306671142578 (18.069113316743273) | > loss_duration: 2.268742084503174 (2.33057859669561) | > loss_1: 29.934707641601562 (32.09488545293393)  --> STEP: 24 | > loss_disc: 2.529332160949707 (2.40985722343127) | > loss_disc_real_0: 0.24871346354484558 (0.15343245134378475) | > loss_disc_real_1: 0.28927507996559143 (0.21758992473284403) | > loss_disc_real_2: 0.19074194133281708 (0.20524121013780436) | > loss_disc_real_3: 0.31676265597343445 (0.20941025204956532) | > loss_disc_real_4: 0.2753644287586212 (0.21639321061472097) | > loss_disc_real_5: 0.292060911655426 (0.21573191477606693) | > loss_0: 2.529332160949707 (2.40985722343127) | > loss_gen: 2.707210063934326 (2.3453126152356467) | > loss_kl: 2.9681167602539062 (2.802074745297432) | > loss_feat: 6.24608039855957 (6.557232081890106) | > loss_mel: 17.728954315185547 (18.0549400250117) | > loss_duration: 2.476367473602295 (2.3366531332333884) | > loss_1: 32.12672805786133 (32.09621222813924)  --> STEP: 25 | > loss_disc: 2.5655155181884766 (2.416083555221558) | > loss_disc_real_0: 0.12408998608589172 (0.15225875273346903) | > loss_disc_real_1: 0.1847662776708603 (0.21627697885036468) | > loss_disc_real_2: 0.22442691028118134 (0.20600863814353942) | > loss_disc_real_3: 0.2648061215877533 (0.21162608683109282) | > loss_disc_real_4: 0.247268408536911 (0.21762821853160857) | > loss_disc_real_5: 0.2561184763908386 (0.2173473772406578) | > loss_0: 2.5655155181884766 (2.416083555221558) | > loss_gen: 2.071697235107422 (2.3343680000305174) | > loss_kl: 2.7064132690429688 (2.7982482862472535) | > loss_feat: 5.356038570404053 (6.5091843414306645) | > loss_mel: 15.216449737548828 (17.941400413513183) | > loss_duration: 2.3389129638671875 (2.3367435264587404) | > loss_1: 27.689512252807617 (31.91994422912597)  --> STEP: 26 | > loss_disc: 2.7610552310943604 (2.429351696601281) | > loss_disc_real_0: 0.29278650879859924 (0.15766366642828172) | > loss_disc_real_1: 0.2260529100894928 (0.21665297620571577) | > loss_disc_real_2: 0.13843196630477905 (0.20340953538051018) | > loss_disc_real_3: 0.20926904678344727 (0.21153543144464493) | > loss_disc_real_4: 0.31839054822921753 (0.22150369275074738) | > loss_disc_real_5: 0.3340094983577728 (0.2218343818990084) | > loss_0: 2.7610552310943604 (2.429351696601281) | > loss_gen: 2.6871395111083984 (2.3479361350719743) | > loss_kl: 3.026461601257324 (2.8070257214399486) | > loss_feat: 8.711790084838867 (6.593899946946364) | > loss_mel: 17.821212768554688 (17.93677781178401) | > loss_duration: 2.3367512226104736 (2.3367438224645762) | > loss_1: 34.58335494995117 (32.02238310300386) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024728775024414062 (+3.249828632061278e-05) | > avg_loss_disc: 2.429351696601281 (-0.033405707432673015) | > avg_loss_disc_real_0: 0.15766366642828172 (+0.027199074196127743) | > avg_loss_disc_real_1: 0.21665297620571577 (+0.02280863804312855) | > avg_loss_disc_real_2: 0.20340953538051018 (-0.0378432973073079) | > avg_loss_disc_real_3: 0.21153543144464493 (-0.024168529189549953) | > avg_loss_disc_real_4: 0.22150369275074738 (+0.007438863699252785) | > avg_loss_disc_real_5: 0.2218343818990084 (-0.009195749862835945) | > avg_loss_0: 2.429351696601281 (-0.033405707432673015) | > avg_loss_gen: 2.3479361350719743 (+0.032000174889197375) | > avg_loss_kl: 2.8070257214399486 (-0.002469140749711052) | > avg_loss_feat: 6.593899946946364 (-0.5043621613429137) | > avg_loss_mel: 17.93677781178401 (+0.07959263141338369) | > avg_loss_duration: 2.3367438224645762 (+0.01275789737701416) | > avg_loss_1: 32.02238310300386 (-0.38248113485485646)  > EPOCH: 584/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:55:43)   --> TIME: 2024-06-11 16:55:45 -- STEP: 4/330 -- GLOBAL_STEP: 280725 | > loss_disc: 2.3749594688415527 (2.2919185161590576) | > loss_disc_real_0: 0.08316785097122192 (0.09440965764224529) | > loss_disc_real_1: 0.18187426030635834 (0.19225529953837395) | > loss_disc_real_2: 0.18168571591377258 (0.193353570997715) | > loss_disc_real_3: 0.19181151688098907 (0.1905345767736435) | > loss_disc_real_4: 0.2211754322052002 (0.21742061898112297) | > loss_disc_real_5: 0.24076339602470398 (0.21921680495142937) | > loss_0: 2.3749594688415527 (2.2919185161590576) | > grad_norm_0: tensor(7.7765, device='cuda:0') (tensor(9.2603, device='cuda:0')) | > loss_gen: 2.50412654876709 (2.4973544478416443) | > loss_kl: 2.0913820266723633 (1.8789633810520172) | > loss_feat: 6.876706600189209 (7.174691319465637) | > loss_mel: 18.2220516204834 (18.279167652130127) | > loss_duration: 2.1874308586120605 (2.1891013383865356) | > loss_1: 31.881698608398438 (32.01927852630615) | > grad_norm_1: tensor(92.0902, device='cuda:0') (tensor(93.3593, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3658 (0.39046579599380493) | > loader_time: 0.0028 (0.003148794174194336)  --> TIME: 2024-06-11 16:55:55 -- STEP: 29/330 -- GLOBAL_STEP: 280750 | > loss_disc: 2.3843584060668945 (2.3399882974295783) | > loss_disc_real_0: 0.12950176000595093 (0.10208971207511836) | > loss_disc_real_1: 0.2083009034395218 (0.19837062163599606) | > loss_disc_real_2: 0.20460385084152222 (0.2082401092710166) | > loss_disc_real_3: 0.2476954311132431 (0.225590322038223) | > loss_disc_real_4: 0.22278305888175964 (0.2298301427528776) | > loss_disc_real_5: 0.2235882729291916 (0.22969757534306626) | > loss_0: 2.3843584060668945 (2.3399882974295783) | > grad_norm_0: tensor(7.0959, device='cuda:0') (tensor(9.5184, device='cuda:0')) | > loss_gen: 2.4795405864715576 (2.5024417762098645) | > loss_kl: 1.9797463417053223 (1.886296403819117) | > loss_feat: 6.547739505767822 (6.987396569087587) | > loss_mel: 17.378103256225586 (17.860667985061124) | > loss_duration: 2.0221786499023438 (2.044615305703262) | > loss_1: 30.40730857849121 (31.281418109762257) | > grad_norm_1: tensor(125.0461, device='cuda:0') (tensor(102.3200, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3587 (0.370525730067286) | > loader_time: 0.0044 (0.0034214710367136986)  --> TIME: 2024-06-11 16:56:04 -- STEP: 54/330 -- GLOBAL_STEP: 280775 | > loss_disc: 2.3333098888397217 (2.345052065672697) | > loss_disc_real_0: 0.10252881050109863 (0.10375736032923062) | > loss_disc_real_1: 0.22765517234802246 (0.198497309728905) | > loss_disc_real_2: 0.19134797155857086 (0.2097809902495808) | > loss_disc_real_3: 0.25759318470954895 (0.22834405137432945) | > loss_disc_real_4: 0.23954185843467712 (0.22898289809624353) | > loss_disc_real_5: 0.2119152992963791 (0.22550048679113388) | > loss_0: 2.3333098888397217 (2.345052065672697) | > grad_norm_0: tensor(10.9267, device='cuda:0') (tensor(12.4082, device='cuda:0')) | > loss_gen: 2.4723010063171387 (2.4969234687310684) | > loss_kl: 2.110970973968506 (1.899200454906181) | > loss_feat: 7.436095237731934 (7.046094452893293) | > loss_mel: 18.703357696533203 (17.788296169704864) | > loss_duration: 1.9770046472549438 (2.0177447155669888) | > loss_1: 32.699729919433594 (31.24825933244493) | > grad_norm_1: tensor(115.7510, device='cuda:0') (tensor(147.2817, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3727 (0.3688767088784112) | > loader_time: 0.0035 (0.0034870968924628366)  --> TIME: 2024-06-11 16:56:13 -- STEP: 79/330 -- GLOBAL_STEP: 280800 | > loss_disc: 2.319803476333618 (2.3445252557344065) | > loss_disc_real_0: 0.09936623275279999 (0.10647426743673373) | > loss_disc_real_1: 0.19115282595157623 (0.19720152624045748) | > loss_disc_real_2: 0.2400437295436859 (0.210145554021944) | > loss_disc_real_3: 0.25034987926483154 (0.22743052451670925) | > loss_disc_real_4: 0.2299453318119049 (0.22955738705924794) | > loss_disc_real_5: 0.2200363725423813 (0.22467911432061013) | > loss_0: 2.319803476333618 (2.3445252557344065) | > grad_norm_0: tensor(22.1078, device='cuda:0') (tensor(15.5232, device='cuda:0')) | > loss_gen: 2.4817566871643066 (2.495412259162227) | > loss_kl: 1.942215085029602 (1.935438408127314) | > loss_feat: 6.344314098358154 (7.045389386672008) | > loss_mel: 17.730667114257812 (17.71779630153994) | > loss_duration: 1.9569528102874756 (2.0088460279416442) | > loss_1: 30.45590591430664 (31.202882332137868) | > grad_norm_1: tensor(264.5031, device='cuda:0') (tensor(189.1857, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3944 (0.36963642398013347) | > loader_time: 0.0039 (0.0035770150679576246)  --> TIME: 2024-06-11 16:56:23 -- STEP: 104/330 -- GLOBAL_STEP: 280825 | > loss_disc: 2.247164726257324 (2.3463315069675446) | > loss_disc_real_0: 0.1345958411693573 (0.10864099724074969) | > loss_disc_real_1: 0.22376906871795654 (0.19784144312143326) | > loss_disc_real_2: 0.21398362517356873 (0.2114362269639969) | > loss_disc_real_3: 0.21925590932369232 (0.2279283573421148) | > loss_disc_real_4: 0.20246702432632446 (0.2290150084747718) | > loss_disc_real_5: 0.22862768173217773 (0.22376116092961568) | > loss_0: 2.247164726257324 (2.3463315069675446) | > grad_norm_0: tensor(22.9653, device='cuda:0') (tensor(16.4340, device='cuda:0')) | > loss_gen: 2.6513540744781494 (2.504224339356789) | > loss_kl: 2.0159201622009277 (1.9488970706096063) | > loss_feat: 7.7399115562438965 (7.0962500388805685) | > loss_mel: 17.89533042907715 (17.68345609078041) | > loss_duration: 2.049482822418213 (2.0106446674236884) | > loss_1: 32.35199737548828 (31.24347208096431) | > grad_norm_1: tensor(296.2755, device='cuda:0') (tensor(204.9968, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3783 (0.3708673188319574) | > loader_time: 0.0038 (0.0036832736088679386)  --> TIME: 2024-06-11 16:56:33 -- STEP: 129/330 -- GLOBAL_STEP: 280850 | > loss_disc: 2.4183948040008545 (2.34706656692564) | > loss_disc_real_0: 0.1781875640153885 (0.10862632927506469) | > loss_disc_real_1: 0.17980580031871796 (0.19741724316001863) | > loss_disc_real_2: 0.18954576551914215 (0.21163211381712624) | > loss_disc_real_3: 0.2550309896469116 (0.22887605509554693) | > loss_disc_real_4: 0.2468758076429367 (0.22925572848135187) | > loss_disc_real_5: 0.25663870573043823 (0.22301009008588718) | > loss_0: 2.4183948040008545 (2.34706656692564) | > grad_norm_0: tensor(45.8539, device='cuda:0') (tensor(18.5848, device='cuda:0')) | > loss_gen: 2.5753633975982666 (2.514130098875179) | > loss_kl: 1.8962448835372925 (1.954446370287459) | > loss_feat: 6.461554050445557 (7.105849022089049) | > loss_mel: 17.31830406188965 (17.685947484748315) | > loss_duration: 2.001410484313965 (2.0120418404423916) | > loss_1: 30.25287628173828 (31.272414687992068) | > grad_norm_1: tensor(220.1272, device='cuda:0') (tensor(228.4860, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3767 (0.37180750869041274) | > loader_time: 0.0039 (0.003759426664012347)  --> TIME: 2024-06-11 16:56:42 -- STEP: 154/330 -- GLOBAL_STEP: 280875 | > loss_disc: 2.5447793006896973 (2.3472877137072676) | > loss_disc_real_0: 0.1713455617427826 (0.11028200562124128) | > loss_disc_real_1: 0.2164207100868225 (0.19736606811548207) | > loss_disc_real_2: 0.25714176893234253 (0.21121492178796172) | > loss_disc_real_3: 0.24108442664146423 (0.2287099477532622) | > loss_disc_real_4: 0.23026472330093384 (0.22887487303126938) | > loss_disc_real_5: 0.2278876155614853 (0.22237199061102686) | > loss_0: 2.5447793006896973 (2.3472877137072676) | > grad_norm_0: tensor(29.6373, device='cuda:0') (tensor(21.5820, device='cuda:0')) | > loss_gen: 2.45501708984375 (2.5201069658452813) | > loss_kl: 1.9905455112457275 (1.952552577117821) | > loss_feat: 6.989012241363525 (7.117402116973679) | > loss_mel: 17.31875228881836 (17.686134072093225) | > loss_duration: 2.026414632797241 (2.0148680496525464) | > loss_1: 30.779741287231445 (31.29106369266262) | > grad_norm_1: tensor(249.9685, device='cuda:0') (tensor(249.6822, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3775 (0.373488324029105) | > loader_time: 0.0042 (0.0038332737885512316)  --> TIME: 2024-06-11 16:56:52 -- STEP: 179/330 -- GLOBAL_STEP: 280900 | > loss_disc: 2.330183267593384 (2.3454143814534447) | > loss_disc_real_0: 0.11583824455738068 (0.1103670193121753) | > loss_disc_real_1: 0.23890405893325806 (0.19722954562589443) | > loss_disc_real_2: 0.22232551872730255 (0.21140030101357893) | > loss_disc_real_3: 0.23904550075531006 (0.2288345292460319) | > loss_disc_real_4: 0.22927652299404144 (0.22902342235908824) | > loss_disc_real_5: 0.20857882499694824 (0.22276343363623383) | > loss_0: 2.330183267593384 (2.3454143814534447) | > grad_norm_0: tensor(13.5161, device='cuda:0') (tensor(23.2038, device='cuda:0')) | > loss_gen: 2.6912927627563477 (2.5235289035562682) | > loss_kl: 2.101114273071289 (1.9637063408697117) | > loss_feat: 7.14626932144165 (7.110391065395079) | > loss_mel: 16.960651397705078 (17.64051945116267) | > loss_duration: 2.0802760124206543 (2.020639452188375) | > loss_1: 30.979602813720703 (31.258785130591367) | > grad_norm_1: tensor(543.0660, device='cuda:0') (tensor(269.4101, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.3921 (0.37490949151236236) | > loader_time: 0.0045 (0.003913109528951806)  --> TIME: 2024-06-11 16:57:02 -- STEP: 204/330 -- GLOBAL_STEP: 280925 | > loss_disc: 2.3278486728668213 (2.345676432637607) | > loss_disc_real_0: 0.12583324313163757 (0.11088559685238436) | > loss_disc_real_1: 0.1716637760400772 (0.19745161420866555) | > loss_disc_real_2: 0.2203666716814041 (0.21122482886501387) | > loss_disc_real_3: 0.216482475399971 (0.22859320680008216) | > loss_disc_real_4: 0.21017150580883026 (0.22881862163251518) | > loss_disc_real_5: 0.23162221908569336 (0.22258480221909638) | > loss_0: 2.3278486728668213 (2.345676432637607) | > grad_norm_0: tensor(12.2628, device='cuda:0') (tensor(25.3126, device='cuda:0')) | > loss_gen: 2.7691335678100586 (2.5243674060877628) | > loss_kl: 2.123340368270874 (1.9686279004695368) | > loss_feat: 7.62659215927124 (7.1189910874647255) | > loss_mel: 17.39759063720703 (17.602036611706612) | > loss_duration: 2.024049758911133 (2.028409182441001) | > loss_1: 31.940706253051758 (31.242432126811906) | > grad_norm_1: tensor(514.3502, device='cuda:0') (tensor(289.8192, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.4118 (0.37725534158594454) | > loader_time: 0.0046 (0.003991520872303083)  --> TIME: 2024-06-11 16:57:13 -- STEP: 229/330 -- GLOBAL_STEP: 280950 | > loss_disc: 2.319831132888794 (2.347061029167675) | > loss_disc_real_0: 0.07943718135356903 (0.11211449608987596) | > loss_disc_real_1: 0.16676589846611023 (0.19737621640794661) | > loss_disc_real_2: 0.21078716218471527 (0.21120527529820604) | > loss_disc_real_3: 0.24004694819450378 (0.2286912968715726) | > loss_disc_real_4: 0.23973682522773743 (0.2285607957553655) | > loss_disc_real_5: 0.21132268011569977 (0.22248029852017567) | > loss_0: 2.319831132888794 (2.347061029167675) | > grad_norm_0: tensor(22.3587, device='cuda:0') (tensor(28.1629, device='cuda:0')) | > loss_gen: 2.6451053619384766 (2.5256081345820527) | > loss_kl: 1.9615775346755981 (1.9719369791480652) | > loss_feat: 7.461374759674072 (7.127420954308656) | > loss_mel: 17.521631240844727 (17.58805146279815) | > loss_duration: 2.138904094696045 (2.036488299286522) | > loss_1: 31.728593826293945 (31.249505771820203) | > grad_norm_1: tensor(501.7619, device='cuda:0') (tensor(306.1813, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.4045 (0.3798756745184352) | > loader_time: 0.0051 (0.004102369583329782)  --> TIME: 2024-06-11 16:57:24 -- STEP: 254/330 -- GLOBAL_STEP: 280975 | > loss_disc: 2.465320348739624 (2.350575551273316) | > loss_disc_real_0: 0.08864185214042664 (0.11397253881817258) | > loss_disc_real_1: 0.1871025562286377 (0.19784247312020128) | > loss_disc_real_2: 0.18311217427253723 (0.2109858353189596) | > loss_disc_real_3: 0.22773022949695587 (0.22865202888025074) | > loss_disc_real_4: 0.2196205109357834 (0.22853931690764237) | > loss_disc_real_5: 0.20797167718410492 (0.22254023730285527) | > loss_0: 2.465320348739624 (2.350575551273316) | > grad_norm_0: tensor(18.2096, device='cuda:0') (tensor(30.5168, device='cuda:0')) | > loss_gen: 2.2971770763397217 (2.5210455590345724) | > loss_kl: 1.8980857133865356 (1.9724650289130023) | > loss_feat: 6.295791149139404 (7.10865606660918) | > loss_mel: 16.458751678466797 (17.544324322948313) | > loss_duration: 2.06596040725708 (2.043678078595109) | > loss_1: 29.015766143798828 (31.190168996495526) | > grad_norm_1: tensor(215.4880, device='cuda:0') (tensor(319.4129, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.4412 (0.38509655374241614) | > loader_time: 0.0054 (0.004228835030803534)  --> TIME: 2024-06-11 16:57:35 -- STEP: 279/330 -- GLOBAL_STEP: 281000 | > loss_disc: 2.4108057022094727 (2.3541409217328577) | > loss_disc_real_0: 0.11594933271408081 (0.1153247159468444) | > loss_disc_real_1: 0.23850363492965698 (0.19798004141204245) | > loss_disc_real_2: 0.2004414051771164 (0.21145203928579995) | > loss_disc_real_3: 0.26402321457862854 (0.2288856942700656) | > loss_disc_real_4: 0.2511437237262726 (0.22878942657328846) | > loss_disc_real_5: 0.25120413303375244 (0.22277262406323547) | > loss_0: 2.4108057022094727 (2.3541409217328577) | > grad_norm_0: tensor(50.4987, device='cuda:0') (tensor(31.1656, device='cuda:0')) | > loss_gen: 2.5319643020629883 (2.5142320330424974) | > loss_kl: 1.9728443622589111 (1.9766893656023088) | > loss_feat: 7.6300249099731445 (7.096660521722609) | > loss_mel: 17.24574089050293 (17.492998242805516) | > loss_duration: 2.148339033126831 (2.0531122022204933) | > loss_1: 31.528911590576172 (31.133692314120605) | > grad_norm_1: tensor(466.3794, device='cuda:0') (tensor(326.7221, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.4515 (0.39153250998493583) | > loader_time: 0.0061 (0.004363494961919754) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_281000.pth  --> TIME: 2024-06-11 16:57:52 -- STEP: 304/330 -- GLOBAL_STEP: 281025 | > loss_disc: 2.4339590072631836 (2.3598711835710624) | > loss_disc_real_0: 0.1892617642879486 (0.1168451142914005) | > loss_disc_real_1: 0.2223193347454071 (0.1982438330489554) | > loss_disc_real_2: 0.19425976276397705 (0.21174107702743067) | > loss_disc_real_3: 0.2712172269821167 (0.2291277856320927) | > loss_disc_real_4: 0.2187262326478958 (0.22952958588537417) | > loss_disc_real_5: 0.23699773848056793 (0.22346674082310586) | > loss_0: 2.4339590072631836 (2.3598711835710624) | > grad_norm_0: tensor(59.1086, device='cuda:0') (tensor(32.2517, device='cuda:0')) | > loss_gen: 2.4117512702941895 (2.5079881548881535) | > loss_kl: 2.1433417797088623 (1.980103239809212) | > loss_feat: 8.414034843444824 (7.098058380578694) | > loss_mel: 17.48958396911621 (17.43694182132421) | > loss_duration: 2.207953929901123 (2.0636405815419407) | > loss_1: 32.666664123535156 (31.0867321365758) | > grad_norm_1: tensor(522.5851, device='cuda:0') (tensor(333.2880, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 0.4864 (0.3990911096334458) | > loader_time: 0.0061 (0.0045220891111775454)  --> TIME: 2024-06-11 16:58:19 -- STEP: 329/330 -- GLOBAL_STEP: 281050 | > loss_disc: 2.6909432411193848 (2.366403312306275) | > loss_disc_real_0: 0.11798091232776642 (0.11898640809314591) | > loss_disc_real_1: 0.39082860946655273 (0.19968541799888784) | > loss_disc_real_2: 0.24011889100074768 (0.21201362748457667) | > loss_disc_real_3: 0.26033899188041687 (0.22910886595314398) | > loss_disc_real_4: 0.28301262855529785 (0.2294485374243426) | > loss_disc_real_5: 0.2446436882019043 (0.22323600852743117) | > loss_0: 2.6909432411193848 (2.366403312306275) | > grad_norm_0: tensor(15.5631, device='cuda:0') (tensor(33.2769, device='cuda:0')) | > loss_gen: 2.5761666297912598 (2.50724243030722) | > loss_kl: 2.1685030460357666 (1.9904782724960235) | > loss_feat: 10.013640403747559 (7.207242558430031) | > loss_mel: 17.72043800354004 (17.415262561438663) | > loss_duration: 2.296842098236084 (2.0780187511878916) | > loss_1: 34.77558898925781 (31.198244541249377) | > grad_norm_1: tensor(255.3324, device='cuda:0') (tensor(340.9111, device='cuda:0')) | > current_lr_0: 0.00018591931767563734 | > current_lr_1: 0.00018591931767563734 | > step_time: 13.0869 (0.4509236145889144) | > loader_time: 0.0324 (0.0049277185306723)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.434103012084961 (2.434103012084961) | > loss_disc_real_0: 0.06758759915828705 (0.06758759915828705) | > loss_disc_real_1: 0.2477060705423355 (0.2477060705423355) | > loss_disc_real_2: 0.20062145590782166 (0.20062145590782166) | > loss_disc_real_3: 0.294827401638031 (0.294827401638031) | > loss_disc_real_4: 0.36214855313301086 (0.36214855313301086) | > loss_disc_real_5: 0.2807653844356537 (0.2807653844356537) | > loss_0: 2.434103012084961 (2.434103012084961) | > loss_gen: 2.595853328704834 (2.595853328704834) | > loss_kl: 2.006002426147461 (2.006002426147461) | > loss_feat: 7.1222734451293945 (7.1222734451293945) | > loss_mel: 17.427398681640625 (17.427398681640625) | > loss_duration: 2.925096273422241 (2.925096273422241) | > loss_1: 32.07662582397461 (32.07662582397461)  --> STEP: 1 | > loss_disc: 2.1428699493408203 (2.1428699493408203) | > loss_disc_real_0: 0.06730134785175323 (0.06730134785175323) | > loss_disc_real_1: 0.2814711034297943 (0.2814711034297943) | > loss_disc_real_2: 0.21598130464553833 (0.21598130464553833) | > loss_disc_real_3: 0.23346252739429474 (0.23346252739429474) | > loss_disc_real_4: 0.22321082651615143 (0.22321082651615143) | > loss_disc_real_5: 0.1885211169719696 (0.1885211169719696) | > loss_0: 2.1428699493408203 (2.1428699493408203) | > loss_gen: 2.911275863647461 (2.911275863647461) | > loss_kl: 2.4216063022613525 (2.4216063022613525) | > loss_feat: 6.521420478820801 (6.521420478820801) | > loss_mel: 18.596649169921875 (18.596649169921875) | > loss_duration: 2.3880796432495117 (2.3880796432495117) | > loss_1: 32.83903121948242 (32.83903121948242)  --> STEP: 2 | > loss_disc: 2.468043088912964 (2.305456519126892) | > loss_disc_real_0: 0.12507879734039307 (0.09619007259607315) | > loss_disc_real_1: 0.3270666301250458 (0.30426886677742004) | > loss_disc_real_2: 0.3013318181037903 (0.2586565613746643) | > loss_disc_real_3: 0.26122206449508667 (0.2473422959446907) | > loss_disc_real_4: 0.21037860214710236 (0.2167947143316269) | > loss_disc_real_5: 0.2384321093559265 (0.21347661316394806) | > loss_0: 2.468043088912964 (2.305456519126892) | > loss_gen: 2.7011451721191406 (2.806210517883301) | > loss_kl: 2.960766077041626 (2.6911861896514893) | > loss_feat: 5.343647003173828 (5.9325337409973145) | > loss_mel: 17.22242546081543 (17.909537315368652) | > loss_duration: 2.4044697284698486 (2.39627468585968) | > loss_1: 30.63245391845703 (31.735742568969727)  --> STEP: 3 | > loss_disc: 2.198744773864746 (2.2698859373728433) | > loss_disc_real_0: 0.14215537905693054 (0.11151184141635895) | > loss_disc_real_1: 0.2203230857849121 (0.2762869397799174) | > loss_disc_real_2: 0.2799757719039917 (0.2657629648844401) | > loss_disc_real_3: 0.26592469215393066 (0.2535364280144374) | > loss_disc_real_4: 0.18161514401435852 (0.20506819089253744) | > loss_disc_real_5: 0.20398899912834167 (0.21031407515207926) | > loss_0: 2.198744773864746 (2.2698859373728433) | > loss_gen: 2.95597505569458 (2.8561320304870605) | > loss_kl: 3.1073246002197266 (2.829898993174235) | > loss_feat: 7.762902736663818 (6.5426567395528155) | > loss_mel: 17.154232025146484 (17.657768885294598) | > loss_duration: 2.312021493911743 (2.368190288543701) | > loss_1: 33.292457580566406 (32.25464757283529)  --> STEP: 4 | > loss_disc: 2.4926815032958984 (2.325584828853607) | > loss_disc_real_0: 0.1498696506023407 (0.12110129371285439) | > loss_disc_real_1: 0.29906198382377625 (0.2819807007908821) | > loss_disc_real_2: 0.19038882851600647 (0.2469194307923317) | > loss_disc_real_3: 0.33223405480384827 (0.2732108347117901) | > loss_disc_real_4: 0.22277222573757172 (0.209494199603796) | > loss_disc_real_5: 0.2555541694164276 (0.22162409871816635) | > loss_0: 2.4926815032958984 (2.325584828853607) | > loss_gen: 2.5804526805877686 (2.7872121930122375) | > loss_kl: 3.8414993286132812 (3.0827990770339966) | > loss_feat: 6.798651218414307 (6.6066553592681885) | > loss_mel: 17.61646842956543 (17.647443771362305) | > loss_duration: 2.3382744789123535 (2.3607113361358643) | > loss_1: 33.17534637451172 (32.484822273254395)  --> STEP: 5 | > loss_disc: 2.6331357955932617 (2.387095022201538) | > loss_disc_real_0: 0.24117761850357056 (0.14511655867099763) | > loss_disc_real_1: 0.25722482800483704 (0.2770295262336731) | > loss_disc_real_2: 0.24546130001544952 (0.24662780463695527) | > loss_disc_real_3: 0.23638056218624115 (0.2658447802066803) | > loss_disc_real_4: 0.2837115526199341 (0.2243376702070236) | > loss_disc_real_5: 0.3297439515590668 (0.24324806928634643) | > loss_0: 2.6331357955932617 (2.387095022201538) | > loss_gen: 2.4908032417297363 (2.7279304027557374) | > loss_kl: 2.594120740890503 (2.985063409805298) | > loss_feat: 4.934734344482422 (6.272271156311035) | > loss_mel: 18.104228973388672 (17.73880081176758) | > loss_duration: 2.361894130706787 (2.3609478950500487) | > loss_1: 30.485780715942383 (32.085013961791994)  --> STEP: 6 | > loss_disc: 2.224785804748535 (2.360043485959371) | > loss_disc_real_0: 0.21295100450515747 (0.1564222996433576) | > loss_disc_real_1: 0.2626511752605438 (0.27463313440481824) | > loss_disc_real_2: 0.20332583785057068 (0.23941081017255783) | > loss_disc_real_3: 0.29100847244262695 (0.2700387289126714) | > loss_disc_real_4: 0.22779414057731628 (0.2249137486020724) | > loss_disc_real_5: 0.18411694467067719 (0.23339288185040155) | > loss_0: 2.224785804748535 (2.360043485959371) | > loss_gen: 3.131770133972168 (2.7952370246251426) | > loss_kl: 3.190655469894409 (3.019328753153483) | > loss_feat: 7.4023847579956055 (6.460623423258464) | > loss_mel: 17.998023986816406 (17.782004674275715) | > loss_duration: 2.2030012607574463 (2.3346234560012817) | > loss_1: 33.925838470458984 (32.391818046569824)  --> STEP: 7 | > loss_disc: 2.4106757640838623 (2.367276668548584) | > loss_disc_real_0: 0.09973140060901642 (0.14832359978130885) | > loss_disc_real_1: 0.2179231345653534 (0.26653170585632324) | > loss_disc_real_2: 0.23353783786296844 (0.23857181412833078) | > loss_disc_real_3: 0.2291589081287384 (0.2641987545149667) | > loss_disc_real_4: 0.2502940595149994 (0.22853950730391911) | > loss_disc_real_5: 0.23320026695728302 (0.2333653654370989) | > loss_0: 2.4106757640838623 (2.367276668548584) | > loss_gen: 2.3256895542144775 (2.728158814566476) | > loss_kl: 3.917952537536621 (3.1477035794939314) | > loss_feat: 4.826505184173584 (6.227177960532052) | > loss_mel: 16.265239715576172 (17.565323965890066) | > loss_duration: 2.481110095977783 (2.3555501188550676) | > loss_1: 29.816495895385742 (32.02391488211496)  --> STEP: 8 | > loss_disc: 1.996445655822754 (2.3209227919578552) | > loss_disc_real_0: 0.13295438885688782 (0.14640244841575623) | > loss_disc_real_1: 0.1740318238735199 (0.2549692206084728) | > loss_disc_real_2: 0.2361421138048172 (0.23826810158789158) | > loss_disc_real_3: 0.3072865903377533 (0.269584733992815) | > loss_disc_real_4: 0.13837017118930817 (0.21726834028959274) | > loss_disc_real_5: 0.11077548563480377 (0.21804163046181202) | > loss_0: 1.996445655822754 (2.3209227919578552) | > loss_gen: 3.1983397006988525 (2.786931425333023) | > loss_kl: 3.3927385807037354 (3.178332954645157) | > loss_feat: 9.99321174621582 (6.697932183742523) | > loss_mel: 18.909360885620117 (17.733328580856323) | > loss_duration: 2.2656171321868896 (2.3443084955215454) | > loss_1: 37.75926971435547 (32.74083423614502)  --> STEP: 9 | > loss_disc: 2.5740599632263184 (2.3490491443210177) | > loss_disc_real_0: 0.2730359137058258 (0.16047283344798619) | > loss_disc_real_1: 0.24793706834316254 (0.2541878703567717) | > loss_disc_real_2: 0.2492176592350006 (0.23948471910423702) | > loss_disc_real_3: 0.2540047764778137 (0.26785362760225934) | > loss_disc_real_4: 0.14400598406791687 (0.20912807848718432) | > loss_disc_real_5: 0.1837582290172577 (0.21423236363463932) | > loss_0: 2.5740599632263184 (2.3490491443210177) | > loss_gen: 2.722116231918335 (2.7797297371758356) | > loss_kl: 2.701948642730713 (3.1254013644324408) | > loss_feat: 10.42918586730957 (7.112515926361084) | > loss_mel: 19.98749542236328 (17.983791563245987) | > loss_duration: 2.1572892665863037 (2.3235285811954074) | > loss_1: 37.99803161621094 (33.324967278374565)  --> STEP: 10 | > loss_disc: 2.3168249130249023 (2.3458267211914063) | > loss_disc_real_0: 0.2016141712665558 (0.16458696722984315) | > loss_disc_real_1: 0.2141357958316803 (0.25018266290426255) | > loss_disc_real_2: 0.15281826257705688 (0.230818073451519) | > loss_disc_real_3: 0.25514376163482666 (0.26658264100551604) | > loss_disc_real_4: 0.23437610268592834 (0.21165288090705872) | > loss_disc_real_5: 0.23243816196918488 (0.21605294346809387) | > loss_0: 2.3168249130249023 (2.3458267211914063) | > loss_gen: 2.561365842819214 (2.7578933477401733) | > loss_kl: 3.0704703330993652 (3.119908261299133) | > loss_feat: 5.7781829833984375 (6.979082632064819) | > loss_mel: 16.083189010620117 (17.7937313079834) | > loss_duration: 2.3671858310699463 (2.3278943061828614) | > loss_1: 29.860393524169922 (32.9785099029541)  --> STEP: 11 | > loss_disc: 2.169968605041504 (2.3298396197232334) | > loss_disc_real_0: 0.11405318230390549 (0.15999298678203064) | > loss_disc_real_1: 0.2602739930152893 (0.25110005655071954) | > loss_disc_real_2: 0.2669239044189453 (0.23410042172128503) | > loss_disc_real_3: 0.24737709760665894 (0.2648366825147109) | > loss_disc_real_4: 0.20427055656909943 (0.2109817605126988) | > loss_disc_real_5: 0.22073693573474884 (0.21647876094688068) | > loss_0: 2.169968605041504 (2.3298396197232334) | > loss_gen: 3.015131711959839 (2.7812786535783247) | > loss_kl: 3.12065052986145 (3.1199757402593438) | > loss_feat: 7.4717817306518555 (7.023873459209096) | > loss_mel: 18.785083770751953 (17.883854259144176) | > loss_duration: 2.454332113265991 (2.3393886522813276) | > loss_1: 34.84697723388672 (33.14837056940252)  --> STEP: 12 | > loss_disc: 2.567192554473877 (2.3496190309524536) | > loss_disc_real_0: 0.168451726436615 (0.160697881753246) | > loss_disc_real_1: 0.26930180191993713 (0.25261686866482097) | > loss_disc_real_2: 0.3783326745033264 (0.2461197761197885) | > loss_disc_real_3: 0.3017207086086273 (0.26791035135587055) | > loss_disc_real_4: 0.24502290785312653 (0.21381852279106775) | > loss_disc_real_5: 0.21493364870548248 (0.21635000159343085) | > loss_0: 2.567192554473877 (2.3496190309524536) | > loss_gen: 2.7271392345428467 (2.7767670353253684) | > loss_kl: 3.2417192459106445 (3.130121032396952) | > loss_feat: 6.923901557922363 (7.015542467435201) | > loss_mel: 17.22932243347168 (17.829309940338135) | > loss_duration: 2.2908127307891846 (2.335340658823649) | > loss_1: 32.41289520263672 (33.08708095550537)  --> STEP: 13 | > loss_disc: 2.5549299716949463 (2.365412180240338) | > loss_disc_real_0: 0.1888294219970703 (0.16286184638738632) | > loss_disc_real_1: 0.22932171821594238 (0.25082493401490724) | > loss_disc_real_2: 0.28518131375312805 (0.24912450978389153) | > loss_disc_real_3: 0.27850058674812317 (0.2687249848475823) | > loss_disc_real_4: 0.24918079376220703 (0.2165386974811554) | > loss_disc_real_5: 0.2555903494358063 (0.21936848988899818) | > loss_0: 2.5549299716949463 (2.365412180240338) | > loss_gen: 2.3364810943603516 (2.742898886020367) | > loss_kl: 2.741209030151367 (3.100204724531907) | > loss_feat: 3.712270736694336 (6.761444641993596) | > loss_mel: 15.027114868164062 (17.613756473247822) | > loss_duration: 2.226614475250244 (2.3269771062410793) | > loss_1: 26.043689727783203 (32.545281630295975)  --> STEP: 14 | > loss_disc: 2.6283059120178223 (2.3841903039387295) | > loss_disc_real_0: 0.29188084602355957 (0.17207748921854155) | > loss_disc_real_1: 0.25972697138786316 (0.2514607938272612) | > loss_disc_real_2: 0.22926121950149536 (0.24770570333514894) | > loss_disc_real_3: 0.3190942108631134 (0.2723227867058345) | > loss_disc_real_4: 0.2697102427482605 (0.22033666500023433) | > loss_disc_real_5: 0.2440931797027588 (0.22113453916140965) | > loss_0: 2.6283059120178223 (2.3841903039387295) | > loss_gen: 2.834831476211548 (2.7494654996054515) | > loss_kl: 4.207507610321045 (3.17929778780256) | > loss_feat: 7.666326999664307 (6.826079096112933) | > loss_mel: 18.329683303833008 (17.664894104003906) | > loss_duration: 2.418278217315674 (2.333498614174979) | > loss_1: 35.456626892089844 (32.75323486328125)  --> STEP: 15 | > loss_disc: 2.6391420364379883 (2.4011870861053466) | > loss_disc_real_0: 0.25095754861831665 (0.17733615984519321) | > loss_disc_real_1: 0.27333706617355347 (0.25291921198368067) | > loss_disc_real_2: 0.20365360379219055 (0.24476889669895172) | > loss_disc_real_3: 0.2494192272424698 (0.2707958827416102) | > loss_disc_real_4: 0.3040834963321686 (0.22591978708902996) | > loss_disc_real_5: 0.2247098982334137 (0.22137289643287658) | > loss_0: 2.6391420364379883 (2.4011870861053466) | > loss_gen: 2.4748902320861816 (2.7311604817708335) | > loss_kl: 3.6192564964294434 (3.2086283683776857) | > loss_feat: 8.260945320129395 (6.921736844380697) | > loss_mel: 19.03700065612793 (17.756367874145507) | > loss_duration: 2.361370325088501 (2.3353567282358805) | > loss_1: 35.75346374511719 (32.953250122070315)  --> STEP: 16 | > loss_disc: 2.531661033630371 (2.4093417078256607) | > loss_disc_real_0: 0.14888176321983337 (0.17555776005610824) | > loss_disc_real_1: 0.23146936297416687 (0.25157859642058605) | > loss_disc_real_2: 0.2364499270915985 (0.24424896109849215) | > loss_disc_real_3: 0.25441959500312805 (0.2697723647579551) | > loss_disc_real_4: 0.24495519697666168 (0.22710950020700693) | > loss_disc_real_5: 0.24306854605674744 (0.22272887453436852) | > loss_0: 2.531661033630371 (2.4093417078256607) | > loss_gen: 2.3347432613372803 (2.7063844054937363) | > loss_kl: 3.085550308227539 (3.2009359896183014) | > loss_feat: 8.028682708740234 (6.990920960903168) | > loss_mel: 18.01390838623047 (17.772464156150818) | > loss_duration: 2.3680152893066406 (2.337397888302803) | > loss_1: 33.830902099609375 (33.008103370666504)  --> STEP: 17 | > loss_disc: 2.5858101844787598 (2.4197222064523136) | > loss_disc_real_0: 0.18937622010707855 (0.17637061064734177) | > loss_disc_real_1: 0.16135190427303314 (0.24627114394131824) | > loss_disc_real_2: 0.3230702877044678 (0.24888550972237306) | > loss_disc_real_3: 0.38026538491249084 (0.2762719541788101) | > loss_disc_real_4: 0.2647475302219391 (0.2293235019725912) | > loss_disc_real_5: 0.3362261652946472 (0.22940518575556137) | > loss_0: 2.5858101844787598 (2.4197222064523136) | > loss_gen: 3.080853223800659 (2.728411983041202) | > loss_kl: 2.302215337753296 (3.14807006892036) | > loss_feat: 6.958004951477051 (6.988984725054572) | > loss_mel: 17.64812469482422 (17.76515007019043) | > loss_duration: 2.4507853984832764 (2.344067741842831) | > loss_1: 32.43998336791992 (32.97468454697553)  --> STEP: 18 | > loss_disc: 2.2333571910858154 (2.4093685944875083) | > loss_disc_real_0: 0.10489188134670258 (0.1723995701306396) | > loss_disc_real_1: 0.18266388773918152 (0.24273740748564399) | > loss_disc_real_2: 0.196452334523201 (0.24597255554464129) | > loss_disc_real_3: 0.23372843861579895 (0.2739084255364206) | > loss_disc_real_4: 0.16940301656723022 (0.22599458611673778) | > loss_disc_real_5: 0.16715528070926666 (0.2259468576974339) | > loss_0: 2.2333571910858154 (2.4093685944875083) | > loss_gen: 2.412459373474121 (2.7108590602874756) | > loss_kl: 1.923757553100586 (3.0800527069303723) | > loss_feat: 11.370104789733887 (7.2323802842034235) | > loss_mel: 17.40399932861328 (17.74508614010281) | > loss_duration: 2.225656747817993 (2.3374893532858954) | > loss_1: 35.33597946166992 (33.105867597791885)  --> STEP: 19 | > loss_disc: 2.6334891319274902 (2.4211644122475073) | > loss_disc_real_0: 0.19524313509464264 (0.17360186302348188) | > loss_disc_real_1: 0.3113647997379303 (0.2463493754989222) | > loss_disc_real_2: 0.23256883025169373 (0.24526709631869667) | > loss_disc_real_3: 0.2946866452693939 (0.27500201604868235) | > loss_disc_real_4: 0.27318239212036133 (0.2284781548537706) | > loss_disc_real_5: 0.27032408118247986 (0.2282825010387521) | > loss_0: 2.6334891319274902 (2.4211644122475073) | > loss_gen: 2.51192569732666 (2.7003888832895377) | > loss_kl: 2.239257335662842 (3.0358003189689233) | > loss_feat: 6.043553829193115 (7.169810470781829) | > loss_mel: 17.111066818237305 (17.71171670210989) | > loss_duration: 2.351439952850342 (2.338223595368235) | > loss_1: 30.257244110107422 (32.95594004580849)  --> STEP: 20 | > loss_disc: 2.6182174682617188 (2.4310170650482177) | > loss_disc_real_0: 0.20878103375434875 (0.17536082156002522) | > loss_disc_real_1: 0.2848843038082123 (0.2482761219143867) | > loss_disc_real_2: 0.2810962200164795 (0.24705855250358583) | > loss_disc_real_3: 0.2984120547771454 (0.2761725179851055) | > loss_disc_real_4: 0.323352575302124 (0.23322187587618828) | > loss_disc_real_5: 0.2983306646347046 (0.23178490921854972) | > loss_0: 2.6182174682617188 (2.4310170650482177) | > loss_gen: 2.569763660430908 (2.6938576221466066) | > loss_kl: 2.0768258571624756 (2.987851595878601) | > loss_feat: 4.541261672973633 (7.038383030891419) | > loss_mel: 18.625774383544922 (17.75741958618164) | > loss_duration: 2.321078300476074 (2.3373663306236265) | > loss_1: 30.13470458984375 (32.81487827301025)  --> STEP: 21 | > loss_disc: 2.199207067489624 (2.4199784937359037) | > loss_disc_real_0: 0.10280858725309372 (0.17190595325969515) | > loss_disc_real_1: 0.203424334526062 (0.24614032251494267) | > loss_disc_real_2: 0.22357217967510223 (0.24594015379746756) | > loss_disc_real_3: 0.30106857419013977 (0.27735804447105955) | > loss_disc_real_4: 0.2238045334815979 (0.2327734310002554) | > loss_disc_real_5: 0.15658357739448547 (0.22820389341740382) | > loss_0: 2.199207067489624 (2.4199784937359037) | > loss_gen: 2.6641979217529297 (2.6924452554611933) | > loss_kl: 2.2044785022735596 (2.950548115230742) | > loss_feat: 7.472981929779053 (7.059078216552734) | > loss_mel: 15.947928428649902 (17.67125334058489) | > loss_duration: 2.1884031295776367 (2.330272844859532) | > loss_1: 30.477989196777344 (32.70359784080868)  --> STEP: 22 | > loss_disc: 2.1636927127838135 (2.408329140056263) | > loss_disc_real_0: 0.16691744327545166 (0.1716792028058659) | > loss_disc_real_1: 0.2061658501625061 (0.24432330104437738) | > loss_disc_real_2: 0.2433123141527176 (0.245820706540888) | > loss_disc_real_3: 0.22419625520706177 (0.2749415995045142) | > loss_disc_real_4: 0.1988915652036667 (0.23123334619131955) | > loss_disc_real_5: 0.19128474593162537 (0.22652575034986844) | > loss_0: 2.1636927127838135 (2.408329140056263) | > loss_gen: 2.752128839492798 (2.6951581456444482) | > loss_kl: 2.2064008712768555 (2.9167232405055654) | > loss_feat: 7.017993927001953 (7.057210748845881) | > loss_mel: 19.0411434173584 (17.733521071347322) | > loss_duration: 2.2080535888671875 (2.3247174241326074) | > loss_1: 33.2257194519043 (32.727330641313024)  --> STEP: 23 | > loss_disc: 2.601747512817383 (2.416738634524138) | > loss_disc_real_0: 0.21392974257469177 (0.17351618279581485) | > loss_disc_real_1: 0.20080387592315674 (0.24243115212606342) | > loss_disc_real_2: 0.263979434967041 (0.24661021647245987) | > loss_disc_real_3: 0.3241528570652008 (0.2770812193984571) | > loss_disc_real_4: 0.2436998337507248 (0.23177536738955457) | > loss_disc_real_5: 0.31829118728637695 (0.2305155519558036) | > loss_0: 2.601747512817383 (2.416738634524138) | > loss_gen: 2.5221588611602783 (2.6876364376233974) | > loss_kl: 2.664794683456421 (2.9057698249816895) | > loss_feat: 5.533507347106934 (6.9909627748572305) | > loss_mel: 17.27888298034668 (17.713754197825555) | > loss_duration: 2.306931972503662 (2.3239441436270014) | > loss_1: 30.306276321411133 (32.62206741001294)  --> STEP: 24 | > loss_disc: 2.8120663166046143 (2.433210621277491) | > loss_disc_real_0: 0.2337738424539566 (0.17602691861490408) | > loss_disc_real_1: 0.4693639278411865 (0.2518866844475269) | > loss_disc_real_2: 0.2534537613391876 (0.2468953641752402) | > loss_disc_real_3: 0.3782225549221039 (0.2812954417119424) | > loss_disc_real_4: 0.33092114329338074 (0.2359064413855473) | > loss_disc_real_5: 0.32288452982902527 (0.23436425936718783) | > loss_0: 2.8120663166046143 (2.433210621277491) | > loss_gen: 2.914398670196533 (2.6970848639806113) | > loss_kl: 2.8294522762298584 (2.9025899271170297) | > loss_feat: 6.328604698181152 (6.9633645216623945) | > loss_mel: 17.9467830657959 (17.723463733990986) | > loss_duration: 2.4420738220214844 (2.328866213560105) | > loss_1: 32.46131134033203 (32.6153692404429)  --> STEP: 25 | > loss_disc: 2.590517520904541 (2.439502897262573) | > loss_disc_real_0: 0.3005695044994354 (0.18100862205028534) | > loss_disc_real_1: 0.254312127828598 (0.2519837021827697) | > loss_disc_real_2: 0.26158127188682556 (0.2474828004837036) | > loss_disc_real_3: 0.3070424497127533 (0.2823253220319748) | > loss_disc_real_4: 0.19869090616703033 (0.23441781997680664) | > loss_disc_real_5: 0.18710483610630035 (0.23247388243675232) | > loss_0: 2.590517520904541 (2.439502897262573) | > loss_gen: 2.4836878776550293 (2.688548984527588) | > loss_kl: 2.980020523071289 (2.9056871509552002) | > loss_feat: 6.716753959655762 (6.953500099182129) | > loss_mel: 15.894935607910156 (17.650322608947754) | > loss_duration: 2.38120698928833 (2.330959844589234) | > loss_1: 30.45660400390625 (32.52901863098143)  --> STEP: 26 | > loss_disc: 2.57889461517334 (2.444864117182218) | > loss_disc_real_0: 0.1142147108912468 (0.1784396254672454) | > loss_disc_real_1: 0.5244642496109009 (0.26246372323769784) | > loss_disc_real_2: 0.1877824366092682 (0.24518663264237917) | > loss_disc_real_3: 0.18108110129833221 (0.2784313135422193) | > loss_disc_real_4: 0.1603965163230896 (0.231570846759356) | > loss_disc_real_5: 0.19607560336589813 (0.23107394862633485) | > loss_0: 2.57889461517334 (2.444864117182218) | > loss_gen: 2.5405068397521973 (2.6828550558823805) | > loss_kl: 2.1341171264648438 (2.876011380782494) | > loss_feat: 13.271197319030762 (7.196488453791692) | > loss_mel: 19.898038864135742 (17.736773234147293) | > loss_duration: 2.322333335876465 (2.330628055792589) | > loss_1: 40.166194915771484 (32.82275618039643) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025487496302678036 (+7.58721278263973e-05) | > avg_loss_disc: 2.444864117182218 (+0.015512420580936936) | > avg_loss_disc_real_0: 0.1784396254672454 (+0.020775959038963676) | > avg_loss_disc_real_1: 0.26246372323769784 (+0.04581074703198207) | > avg_loss_disc_real_2: 0.24518663264237917 (+0.041777097261868984) | > avg_loss_disc_real_3: 0.2784313135422193 (+0.06689588209757436) | > avg_loss_disc_real_4: 0.231570846759356 (+0.010067154008608609) | > avg_loss_disc_real_5: 0.23107394862633485 (+0.009239566727326454) | > avg_loss_0: 2.444864117182218 (+0.015512420580936936) | > avg_loss_gen: 2.6828550558823805 (+0.3349189208104062) | > avg_loss_kl: 2.876011380782494 (+0.06898565934254552) | > avg_loss_feat: 7.196488453791692 (+0.6025885068453274) | > avg_loss_mel: 17.736773234147293 (-0.20000457763671875) | > avg_loss_duration: 2.330628055792589 (-0.0061157666719870996) | > avg_loss_1: 32.82275618039643 (+0.800373077392571)  > EPOCH: 585/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 16:58:25)   --> TIME: 2024-06-11 16:58:36 -- STEP: 24/330 -- GLOBAL_STEP: 281075 | > loss_disc: 2.3953614234924316 (2.3265045285224915) | > loss_disc_real_0: 0.1389610469341278 (0.10405994268755119) | > loss_disc_real_1: 0.19204072654247284 (0.19198350235819817) | > loss_disc_real_2: 0.24746882915496826 (0.21499910640219846) | > loss_disc_real_3: 0.23409058153629303 (0.22659041422108808) | > loss_disc_real_4: 0.2367808222770691 (0.2253338359296322) | > loss_disc_real_5: 0.23728340864181519 (0.21938266729315123) | > loss_0: 2.3953614234924316 (2.3265045285224915) | > grad_norm_0: tensor(9.4297, device='cuda:0') (tensor(12.2065, device='cuda:0')) | > loss_gen: 2.627484083175659 (2.4975989162921906) | > loss_kl: 2.0096595287323 (1.9311844905217488) | > loss_feat: 7.476065635681152 (7.014650980631511) | > loss_mel: 17.234130859375 (17.850671132405594) | > loss_duration: 1.974522590637207 (2.0561935553948083) | > loss_1: 31.321861267089844 (31.35029911994934) | > grad_norm_1: tensor(135.4863, device='cuda:0') (tensor(182.8018, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3586 (0.36925117174784344) | > loader_time: 0.0037 (0.003542234500249227)  --> TIME: 2024-06-11 16:58:45 -- STEP: 49/330 -- GLOBAL_STEP: 281100 | > loss_disc: 2.233295440673828 (2.3432234598665826) | > loss_disc_real_0: 0.11921996623277664 (0.11005089827338044) | > loss_disc_real_1: 0.20282933115959167 (0.19525150711439093) | > loss_disc_real_2: 0.17729534208774567 (0.21288714633912456) | > loss_disc_real_3: 0.20082655549049377 (0.22855161860281106) | > loss_disc_real_4: 0.18301571905612946 (0.22905776269581854) | > loss_disc_real_5: 0.19089777767658234 (0.22087370741124057) | > loss_0: 2.233295440673828 (2.3432234598665826) | > grad_norm_0: tensor(10.3082, device='cuda:0') (tensor(11.4155, device='cuda:0')) | > loss_gen: 2.4405517578125 (2.4763966920424467) | > loss_kl: 1.7666809558868408 (1.9491996765136719) | > loss_feat: 7.097321510314941 (6.987035663760438) | > loss_mel: 17.984718322753906 (17.722419933396935) | > loss_duration: 1.9503941535949707 (2.0219272934660624) | > loss_1: 31.239665985107422 (31.15697938568738) | > grad_norm_1: tensor(123.6519, device='cuda:0') (tensor(145.8429, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3656 (0.3695630589310004) | > loader_time: 0.0032 (0.0035511328249561544)  --> TIME: 2024-06-11 16:58:55 -- STEP: 74/330 -- GLOBAL_STEP: 281125 | > loss_disc: 2.4025564193725586 (2.3429056502677303) | > loss_disc_real_0: 0.09944507479667664 (0.10885950641052143) | > loss_disc_real_1: 0.18261472880840302 (0.19511649878443899) | > loss_disc_real_2: 0.25137680768966675 (0.21190635316275258) | > loss_disc_real_3: 0.2348094880580902 (0.22855471497451937) | > loss_disc_real_4: 0.2418370246887207 (0.2294692066875664) | > loss_disc_real_5: 0.24855610728263855 (0.22297776953594103) | > loss_0: 2.4025564193725586 (2.3429056502677303) | > grad_norm_0: tensor(8.7960, device='cuda:0') (tensor(10.2368, device='cuda:0')) | > loss_gen: 2.5557992458343506 (2.480590362806577) | > loss_kl: 1.9043587446212769 (1.95620617995391) | > loss_feat: 7.021233558654785 (7.048292553102648) | > loss_mel: 18.19451141357422 (17.771369985631996) | > loss_duration: 1.9086251258850098 (2.007267779595144) | > loss_1: 31.58452796936035 (31.263726956135518) | > grad_norm_1: tensor(68.1597, device='cuda:0') (tensor(123.6815, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3917 (0.371991244522301) | > loader_time: 0.0043 (0.003681807904630094)  --> TIME: 2024-06-11 16:59:04 -- STEP: 99/330 -- GLOBAL_STEP: 281150 | > loss_disc: 2.3320555686950684 (2.3446799938124845) | > loss_disc_real_0: 0.09868453443050385 (0.11227718876166777) | > loss_disc_real_1: 0.20203706622123718 (0.19662300610181058) | > loss_disc_real_2: 0.25285804271698 (0.21174163107920174) | > loss_disc_real_3: 0.240226611495018 (0.22784234297395956) | > loss_disc_real_4: 0.23268593847751617 (0.23038207340722133) | > loss_disc_real_5: 0.2170894593000412 (0.22249918664344634) | > loss_0: 2.3320555686950684 (2.3446799938124845) | > grad_norm_0: tensor(20.1328, device='cuda:0') (tensor(10.7575, device='cuda:0')) | > loss_gen: 2.4175069332122803 (2.4791603184709627) | > loss_kl: 2.048866033554077 (1.956723655113066) | > loss_feat: 7.135163307189941 (7.011370610709142) | > loss_mel: 17.54020881652832 (17.674376208372777) | > loss_duration: 2.025559902191162 (2.0076771986604953) | > loss_1: 31.167306900024414 (31.129308084044794) | > grad_norm_1: tensor(345.8747, device='cuda:0') (tensor(128.6507, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3854 (0.37339772118462466) | > loader_time: 0.004 (0.003804770382967862)  --> TIME: 2024-06-11 16:59:14 -- STEP: 124/330 -- GLOBAL_STEP: 281175 | > loss_disc: 2.3186230659484863 (2.34773967150719) | > loss_disc_real_0: 0.10528875887393951 (0.11283764507501357) | > loss_disc_real_1: 0.17101167142391205 (0.19583329798713808) | > loss_disc_real_2: 0.185877725481987 (0.21093620816546102) | > loss_disc_real_3: 0.21149896085262299 (0.2284886768508342) | > loss_disc_real_4: 0.21274395287036896 (0.23011845734811598) | > loss_disc_real_5: 0.22053270041942596 (0.22347384787374927) | > loss_0: 2.3186230659484863 (2.34773967150719) | > grad_norm_0: tensor(5.0844, device='cuda:0') (tensor(11.8709, device='cuda:0')) | > loss_gen: 2.4870998859405518 (2.476920195164217) | > loss_kl: 1.9064466953277588 (1.9624508273216985) | > loss_feat: 7.519283771514893 (6.998660410604169) | > loss_mel: 17.918169021606445 (17.663560282799498) | > loss_duration: 2.0179495811462402 (2.0113665201971624) | > loss_1: 31.848949432373047 (31.11295832357099) | > grad_norm_1: tensor(69.1593, device='cuda:0') (tensor(139.7981, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3737 (0.37601686677625107) | > loader_time: 0.004 (0.0038855479609581733)  --> TIME: 2024-06-11 16:59:24 -- STEP: 149/330 -- GLOBAL_STEP: 281200 | > loss_disc: 2.2570641040802 (2.3467194297969747) | > loss_disc_real_0: 0.12775471806526184 (0.11408341445978856) | > loss_disc_real_1: 0.20043545961380005 (0.19655318368201294) | > loss_disc_real_2: 0.18762603402137756 (0.21072538287047568) | > loss_disc_real_3: 0.21048887073993683 (0.2282962159022389) | > loss_disc_real_4: 0.22108009457588196 (0.23002938426180974) | > loss_disc_real_5: 0.21009746193885803 (0.2226044504634486) | > loss_0: 2.2570641040802 (2.3467194297969747) | > grad_norm_0: tensor(24.5751, device='cuda:0') (tensor(13.0115, device='cuda:0')) | > loss_gen: 2.6090922355651855 (2.4795897695042126) | > loss_kl: 2.1130237579345703 (1.9645557099540762) | > loss_feat: 7.282271862030029 (7.016200504046958) | > loss_mel: 18.01026153564453 (17.666683171419482) | > loss_duration: 2.047285556793213 (2.01483480962331) | > loss_1: 32.06193542480469 (31.14186403415347) | > grad_norm_1: tensor(142.1360, device='cuda:0') (tensor(152.1185, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3726 (0.3765902471222334) | > loader_time: 0.0043 (0.003974730536441677)  --> TIME: 2024-06-11 16:59:34 -- STEP: 174/330 -- GLOBAL_STEP: 281225 | > loss_disc: 2.5351109504699707 (2.3536336380859906) | > loss_disc_real_0: 0.11206553876399994 (0.11479137696582696) | > loss_disc_real_1: 0.23542094230651855 (0.1970019248025171) | > loss_disc_real_2: 0.24117182195186615 (0.21152591328511292) | > loss_disc_real_3: 0.1974012553691864 (0.22916326680402646) | > loss_disc_real_4: 0.2087494283914566 (0.2300911644238165) | > loss_disc_real_5: 0.19848130643367767 (0.22265444832971726) | > loss_0: 2.5351109504699707 (2.3536336380859906) | > grad_norm_0: tensor(8.5531, device='cuda:0') (tensor(14.6075, device='cuda:0')) | > loss_gen: 2.2476468086242676 (2.4796107527853404) | > loss_kl: 1.9447399377822876 (1.9707969118808877) | > loss_feat: 6.431967258453369 (7.013248958806882) | > loss_mel: 17.363901138305664 (17.67264394650514) | > loss_duration: 2.1065125465393066 (2.0197720637266676) | > loss_1: 30.09476661682129 (31.156072693309564) | > grad_norm_1: tensor(266.6131, device='cuda:0') (tensor(171.1404, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3861 (0.37850817866709024) | > loader_time: 0.0043 (0.004067784068228185)  --> TIME: 2024-06-11 16:59:44 -- STEP: 199/330 -- GLOBAL_STEP: 281250 | > loss_disc: 2.398937463760376 (2.358080427850311) | > loss_disc_real_0: 0.14656001329421997 (0.11708310149123322) | > loss_disc_real_1: 0.22893327474594116 (0.19766224329196033) | > loss_disc_real_2: 0.20570935308933258 (0.21194762455758137) | > loss_disc_real_3: 0.24870170652866364 (0.22923519473579063) | > loss_disc_real_4: 0.22447922825813293 (0.22921462506804635) | > loss_disc_real_5: 0.22932343184947968 (0.2223142351786695) | > loss_0: 2.398937463760376 (2.358080427850311) | > grad_norm_0: tensor(39.2262, device='cuda:0') (tensor(17.6112, device='cuda:0')) | > loss_gen: 2.4588887691497803 (2.4807476985394628) | > loss_kl: 1.9890774488449097 (1.972869847288084) | > loss_feat: 6.959998607635498 (7.019206233959102) | > loss_mel: 17.24231719970703 (17.63294968533157) | > loss_duration: 2.13912296295166 (2.0271966517271123) | > loss_1: 30.789405822753906 (31.1329701869332) | > grad_norm_1: tensor(343.2659, device='cuda:0') (tensor(192.4952, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.3999 (0.3822543141829906) | > loader_time: 0.005 (0.004177517627351846)  --> TIME: 2024-06-11 16:59:55 -- STEP: 224/330 -- GLOBAL_STEP: 281275 | > loss_disc: 2.3955605030059814 (2.3590878003409927) | > loss_disc_real_0: 0.12362661212682724 (0.11604918559480991) | > loss_disc_real_1: 0.1726406216621399 (0.1975977676920593) | > loss_disc_real_2: 0.1911931037902832 (0.21206593939236232) | > loss_disc_real_3: 0.24511054158210754 (0.2298798456655017) | > loss_disc_real_4: 0.23419839143753052 (0.2292556977564735) | > loss_disc_real_5: 0.2106935977935791 (0.22292761644348502) | > loss_0: 2.3955605030059814 (2.3590878003409927) | > grad_norm_0: tensor(12.9679, device='cuda:0') (tensor(19.4699, device='cuda:0')) | > loss_gen: 2.635678291320801 (2.4918297795312716) | > loss_kl: 1.9563857316970825 (1.9751842841506004) | > loss_feat: 6.781391620635986 (7.03985008597374) | > loss_mel: 17.37527847290039 (17.59209438732692) | > loss_duration: 2.1307449340820312 (2.0344604711447465) | > loss_1: 30.879478454589844 (31.13341907943998) | > grad_norm_1: tensor(474.6547, device='cuda:0') (tensor(219.1814, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.4085 (0.38520003323044083) | > loader_time: 0.0055 (0.0042991074068205685)  --> TIME: 2024-06-11 17:00:06 -- STEP: 249/330 -- GLOBAL_STEP: 281300 | > loss_disc: 2.4740636348724365 (2.360815903269143) | > loss_disc_real_0: 0.10762724280357361 (0.11814439612399621) | > loss_disc_real_1: 0.17172424495220184 (0.19837284285620038) | > loss_disc_real_2: 0.22879518568515778 (0.2121068755067496) | > loss_disc_real_3: 0.2320573478937149 (0.22964208707751999) | > loss_disc_real_4: 0.24399426579475403 (0.22837352609059897) | > loss_disc_real_5: 0.24089482426643372 (0.22253574742131443) | > loss_0: 2.4740636348724365 (2.360815903269143) | > grad_norm_0: tensor(22.4052, device='cuda:0') (tensor(22.9578, device='cuda:0')) | > loss_gen: 2.379941701889038 (2.4935261140386715) | > loss_kl: 1.9225523471832275 (1.9783431822995106) | > loss_feat: 6.645011901855469 (7.025503087714015) | > loss_mel: 17.687931060791016 (17.543984187175955) | > loss_duration: 2.124512195587158 (2.0426673036981318) | > loss_1: 30.75994873046875 (31.084023908438933) | > grad_norm_1: tensor(123.3305, device='cuda:0') (tensor(240.0854, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.42 (0.38953241191235877) | > loader_time: 0.0053 (0.004425870366843349)  --> TIME: 2024-06-11 17:00:17 -- STEP: 274/330 -- GLOBAL_STEP: 281325 | > loss_disc: 2.3741989135742188 (2.3628860764259834) | > loss_disc_real_0: 0.09378525614738464 (0.11867055842095484) | > loss_disc_real_1: 0.21119475364685059 (0.19844773161585316) | > loss_disc_real_2: 0.2249423712491989 (0.21226989456119327) | > loss_disc_real_3: 0.2319703996181488 (0.22970786217572917) | > loss_disc_real_4: 0.2280401885509491 (0.2289060702832946) | > loss_disc_real_5: 0.2573671042919159 (0.22236430895154494) | > loss_0: 2.3741989135742188 (2.3628860764259834) | > grad_norm_0: tensor(39.0299, device='cuda:0') (tensor(24.7064, device='cuda:0')) | > loss_gen: 2.527613639831543 (2.4925334349165844) | > loss_kl: 2.096708059310913 (1.9869632033536033) | > loss_feat: 7.115738868713379 (7.030449343423774) | > loss_mel: 16.903160095214844 (17.50643971366604) | > loss_duration: 2.145465850830078 (2.0507557235495035) | > loss_1: 30.78868865966797 (31.067141456325558) | > grad_norm_1: tensor(739.9862, device='cuda:0') (tensor(263.7793, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.4537 (0.3948164891152485) | > loader_time: 0.0055 (0.004557372009667164)  --> TIME: 2024-06-11 17:00:29 -- STEP: 299/330 -- GLOBAL_STEP: 281350 | > loss_disc: 2.31715989112854 (2.3685092112691106) | > loss_disc_real_0: 0.06455040723085403 (0.12124249639369572) | > loss_disc_real_1: 0.23745174705982208 (0.19928455532195172) | > loss_disc_real_2: 0.2424318939447403 (0.21229356118667883) | > loss_disc_real_3: 0.2551043927669525 (0.22991840835399052) | > loss_disc_real_4: 0.20523160696029663 (0.22907150544251087) | > loss_disc_real_5: 0.18872985243797302 (0.22175623027975344) | > loss_0: 2.31715989112854 (2.3685092112691106) | > grad_norm_0: tensor(43.3897, device='cuda:0') (tensor(27.6558, device='cuda:0')) | > loss_gen: 2.655606269836426 (2.490898231997535) | > loss_kl: 2.007765293121338 (1.9912594811972169) | > loss_feat: 7.020382881164551 (7.0360229932344875) | > loss_mel: 17.50159454345703 (17.46436431017209) | > loss_duration: 2.2131187915802 (2.061179857190239) | > loss_1: 31.398468017578125 (31.043724882961516) | > grad_norm_1: tensor(453.4491, device='cuda:0') (tensor(281.7995, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.4643 (0.4010352609946974) | > loader_time: 0.0066 (0.004730674335390425)  --> TIME: 2024-06-11 17:00:43 -- STEP: 324/330 -- GLOBAL_STEP: 281375 | > loss_disc: 2.50714111328125 (2.3738272418210538) | > loss_disc_real_0: 0.1890571415424347 (0.12217963175319227) | > loss_disc_real_1: 0.27414819598197937 (0.20071900300221673) | > loss_disc_real_2: 0.27568480372428894 (0.212711310175098) | > loss_disc_real_3: 0.2756350040435791 (0.22992109222176635) | > loss_disc_real_4: 0.27225634455680847 (0.22922856098523847) | > loss_disc_real_5: 0.2823618948459625 (0.22222969106134075) | > loss_0: 2.50714111328125 (2.3738272418210538) | > grad_norm_0: tensor(40.4477, device='cuda:0') (tensor(28.7660, device='cuda:0')) | > loss_gen: 2.4200432300567627 (2.4926228751370907) | > loss_kl: 2.0843729972839355 (1.9962917043838972) | > loss_feat: 9.634501457214355 (7.079952013345412) | > loss_mel: 17.574180603027344 (17.422237252011705) | > loss_duration: 2.2652711868286133 (2.0755268762141115) | > loss_1: 33.978370666503906 (31.0666307343377) | > grad_norm_1: tensor(199.3835, device='cuda:0') (tensor(292.8990, device='cuda:0')) | > current_lr_0: 0.00018589607776092786 | > current_lr_1: 0.00018589607776092786 | > step_time: 0.6058 (0.412783403455475) | > loader_time: 0.0086 (0.004992833108077812)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2676310539245605 (2.2676310539245605) | > loss_disc_real_0: 0.09106965363025665 (0.09106965363025665) | > loss_disc_real_1: 0.2371385544538498 (0.2371385544538498) | > loss_disc_real_2: 0.20829814672470093 (0.20829814672470093) | > loss_disc_real_3: 0.24445438385009766 (0.24445438385009766) | > loss_disc_real_4: 0.2228318452835083 (0.2228318452835083) | > loss_disc_real_5: 0.14729027450084686 (0.14729027450084686) | > loss_0: 2.2676310539245605 (2.2676310539245605) | > loss_gen: 2.3095757961273193 (2.3095757961273193) | > loss_kl: 2.7715296745300293 (2.7715296745300293) | > loss_feat: 7.548694133758545 (7.548694133758545) | > loss_mel: 17.576738357543945 (17.576738357543945) | > loss_duration: 2.907926559448242 (2.907926559448242) | > loss_1: 33.114463806152344 (33.114463806152344)  --> STEP: 1 | > loss_disc: 2.474384307861328 (2.474384307861328) | > loss_disc_real_0: 0.09152781963348389 (0.09152781963348389) | > loss_disc_real_1: 0.17424099147319794 (0.17424099147319794) | > loss_disc_real_2: 0.1927764117717743 (0.1927764117717743) | > loss_disc_real_3: 0.20272253453731537 (0.20272253453731537) | > loss_disc_real_4: 0.25297340750694275 (0.25297340750694275) | > loss_disc_real_5: 0.20692652463912964 (0.20692652463912964) | > loss_0: 2.474384307861328 (2.474384307861328) | > loss_gen: 1.9531707763671875 (1.9531707763671875) | > loss_kl: 3.770385265350342 (3.770385265350342) | > loss_feat: 5.415195465087891 (5.415195465087891) | > loss_mel: 16.96834945678711 (16.96834945678711) | > loss_duration: 2.3213815689086914 (2.3213815689086914) | > loss_1: 30.428482055664062 (30.428482055664062)  --> STEP: 2 | > loss_disc: 2.1862170696258545 (2.3303006887435913) | > loss_disc_real_0: 0.030770331621170044 (0.061149075627326965) | > loss_disc_real_1: 0.20600968599319458 (0.19012533873319626) | > loss_disc_real_2: 0.19508467614650726 (0.19393054395914078) | > loss_disc_real_3: 0.1552862673997879 (0.17900440096855164) | > loss_disc_real_4: 0.18887443840503693 (0.22092392295598984) | > loss_disc_real_5: 0.13074854016304016 (0.1688375324010849) | > loss_0: 2.1862170696258545 (2.3303006887435913) | > loss_gen: 2.0097413063049316 (1.9814560413360596) | > loss_kl: 2.982370138168335 (3.3763777017593384) | > loss_feat: 6.208654403686523 (5.811924934387207) | > loss_mel: 18.615854263305664 (17.792101860046387) | > loss_duration: 2.4067654609680176 (2.3640735149383545) | > loss_1: 32.223384857177734 (31.3259334564209)  --> STEP: 3 | > loss_disc: 2.521057367324829 (2.3938862482706704) | > loss_disc_real_0: 0.04569951444864273 (0.055999221901098885) | > loss_disc_real_1: 0.21131624281406403 (0.19718897342681885) | > loss_disc_real_2: 0.14404508471488953 (0.17730205754439035) | > loss_disc_real_3: 0.21198825538158417 (0.18999901910622916) | > loss_disc_real_4: 0.2039262056350708 (0.21525801718235016) | > loss_disc_real_5: 0.18697495758533478 (0.17488334079583487) | > loss_0: 2.521057367324829 (2.3938862482706704) | > loss_gen: 1.8842536211013794 (1.9490552345911663) | > loss_kl: 3.1790430545806885 (3.3105994860331216) | > loss_feat: 5.952023506164551 (5.858624458312988) | > loss_mel: 15.417743682861328 (17.000649134318035) | > loss_duration: 2.372917890548706 (2.367021640141805) | > loss_1: 28.805980682373047 (30.48594919840495)  --> STEP: 4 | > loss_disc: 2.426732063293457 (2.402097702026367) | > loss_disc_real_0: 0.1235569417476654 (0.07288865186274052) | > loss_disc_real_1: 0.16433055698871613 (0.18897436931729317) | > loss_disc_real_2: 0.16639254987239838 (0.17457468062639236) | > loss_disc_real_3: 0.2785505950450897 (0.2121369130909443) | > loss_disc_real_4: 0.27403524518013 (0.22995232418179512) | > loss_disc_real_5: 0.27595797181129456 (0.20015199854969978) | > loss_0: 2.426732063293457 (2.402097702026367) | > loss_gen: 2.327289581298828 (2.0436138212680817) | > loss_kl: 3.755810260772705 (3.4219021797180176) | > loss_feat: 6.6798930168151855 (6.063941597938538) | > loss_mel: 18.320484161376953 (17.330607891082764) | > loss_duration: 2.3452138900756836 (2.3615697026252747) | > loss_1: 33.42869186401367 (31.22163486480713)  --> STEP: 5 | > loss_disc: 2.542496681213379 (2.4301774978637694) | > loss_disc_real_0: 0.12831297516822815 (0.08397351652383804) | > loss_disc_real_1: 0.19473369419574738 (0.190126234292984) | > loss_disc_real_2: 0.17915016412734985 (0.17548977732658386) | > loss_disc_real_3: 0.23961526155471802 (0.21763258278369904) | > loss_disc_real_4: 0.2911567687988281 (0.24219321310520173) | > loss_disc_real_5: 0.20419082045555115 (0.20095976293087006) | > loss_0: 2.542496681213379 (2.4301774978637694) | > loss_gen: 2.0233712196350098 (2.0395653009414674) | > loss_kl: 3.1850690841674805 (3.37453556060791) | > loss_feat: 5.24626350402832 (5.900405979156494) | > loss_mel: 18.130393981933594 (17.49056510925293) | > loss_duration: 2.385796070098877 (2.3664149761199953) | > loss_1: 30.97089195251465 (31.17148628234863)  --> STEP: 6 | > loss_disc: 2.5435726642608643 (2.449076692263285) | > loss_disc_real_0: 0.09959200769662857 (0.0865765983859698) | > loss_disc_real_1: 0.18814492225646973 (0.18979601562023163) | > loss_disc_real_2: 0.1713731735944748 (0.17480367670456567) | > loss_disc_real_3: 0.2368190735578537 (0.22083033124605814) | > loss_disc_real_4: 0.23166123032569885 (0.24043788264195123) | > loss_disc_real_5: 0.19628062844276428 (0.20017990718285242) | > loss_0: 2.5435726642608643 (2.449076692263285) | > loss_gen: 1.9460631608963013 (2.0239816109339395) | > loss_kl: 3.12196946144104 (3.332441210746765) | > loss_feat: 5.9875311851501465 (5.914926846822103) | > loss_mel: 16.319591522216797 (17.295402844746906) | > loss_duration: 2.1759300231933594 (2.3346674839655557) | > loss_1: 29.55108642578125 (30.901419639587402)  --> STEP: 7 | > loss_disc: 2.299057960510254 (2.427645444869995) | > loss_disc_real_0: 0.0564277246594429 (0.08226961642503738) | > loss_disc_real_1: 0.2258816808462143 (0.19495111065251486) | > loss_disc_real_2: 0.17497186362743378 (0.17482770340783255) | > loss_disc_real_3: 0.1857263594865799 (0.21581547813756125) | > loss_disc_real_4: 0.18835827708244324 (0.23299793899059296) | > loss_disc_real_5: 0.16155412793159485 (0.19466193871838705) | > loss_0: 2.299057960510254 (2.427645444869995) | > loss_gen: 2.0761892795562744 (2.031439849308559) | > loss_kl: 4.041888236999512 (3.433790785925729) | > loss_feat: 6.842223644256592 (6.047397817884173) | > loss_mel: 17.893966674804688 (17.38091196332659) | > loss_duration: 2.452531576156616 (2.3515052114214217) | > loss_1: 33.30679702758789 (31.24504498073033)  --> STEP: 8 | > loss_disc: 2.5022225379943848 (2.436967581510544) | > loss_disc_real_0: 0.08816854655742645 (0.08300698269158602) | > loss_disc_real_1: 0.18916979432106018 (0.19422844611108303) | > loss_disc_real_2: 0.16165733337402344 (0.17318140715360641) | > loss_disc_real_3: 0.22042874991893768 (0.2163921371102333) | > loss_disc_real_4: 0.28612449765205383 (0.23963875882327557) | > loss_disc_real_5: 0.300345242023468 (0.20787235163152218) | > loss_0: 2.5022225379943848 (2.436967581510544) | > loss_gen: 2.2108139991760254 (2.053861618041992) | > loss_kl: 3.1758720874786377 (3.4015509486198425) | > loss_feat: 9.177267074584961 (6.438631474971771) | > loss_mel: 20.537094116210938 (17.775434732437134) | > loss_duration: 2.2517738342285156 (2.3390387892723083) | > loss_1: 37.352821350097656 (32.008517026901245)  --> STEP: 9 | > loss_disc: 2.4263689517974854 (2.4357899559868708) | > loss_disc_real_0: 0.08530265092849731 (0.08326205694013172) | > loss_disc_real_1: 0.187482088804245 (0.19347885085476768) | > loss_disc_real_2: 0.1626731902360916 (0.17201382749610478) | > loss_disc_real_3: 0.2130006104707718 (0.2160153008169598) | > loss_disc_real_4: 0.24962522089481354 (0.24074836572011313) | > loss_disc_real_5: 0.22780157625675201 (0.21008670992321438) | > loss_0: 2.4263689517974854 (2.4357899559868708) | > loss_gen: 2.0794565677642822 (2.056705501344469) | > loss_kl: 2.671142816543579 (3.3203944895002575) | > loss_feat: 7.872276306152344 (6.597925345102946) | > loss_mel: 18.57991600036621 (17.86482153998481) | > loss_duration: 2.186354160308838 (2.3220738304985895) | > loss_1: 33.38914489746094 (32.1619201236301)  --> STEP: 10 | > loss_disc: 2.4895708560943604 (2.4411680459976197) | > loss_disc_real_0: 0.095232754945755 (0.08445912674069404) | > loss_disc_real_1: 0.17012834548950195 (0.19114380031824113) | > loss_disc_real_2: 0.1401575356721878 (0.16882819831371307) | > loss_disc_real_3: 0.16195636987686157 (0.21060940772294998) | > loss_disc_real_4: 0.2386760264635086 (0.24054113179445266) | > loss_disc_real_5: 0.2116164267063141 (0.21023968160152434) | > loss_0: 2.4895708560943604 (2.4411680459976197) | > loss_gen: 1.8074514865875244 (2.0317800998687745) | > loss_kl: 2.8964731693267822 (3.2780023574829102) | > loss_feat: 5.890079498291016 (6.527140760421753) | > loss_mel: 15.108646392822266 (17.589204025268554) | > loss_duration: 2.3898978233337402 (2.3288562297821045) | > loss_1: 28.092548370361328 (31.754982948303223)  --> STEP: 11 | > loss_disc: 2.310060977935791 (2.4292492216283623) | > loss_disc_real_0: 0.11327439546585083 (0.08707869662479921) | > loss_disc_real_1: 0.14995698630809784 (0.18739954449913718) | > loss_disc_real_2: 0.1880146563053131 (0.1705724217674949) | > loss_disc_real_3: 0.2694424092769623 (0.21595786240967837) | > loss_disc_real_4: 0.21261432766914368 (0.2380023314194246) | > loss_disc_real_5: 0.2203569859266281 (0.21115943654017014) | > loss_0: 2.310060977935791 (2.4292492216283623) | > loss_gen: 2.1745336055755615 (2.044757691296664) | > loss_kl: 3.7462687492370605 (3.32057202946056) | > loss_feat: 7.018804550170898 (6.571837468580767) | > loss_mel: 18.059377670288086 (17.631947083906695) | > loss_duration: 2.498871088027954 (2.3443121259862725) | > loss_1: 33.49785614013672 (31.913425965742633)  --> STEP: 12 | > loss_disc: 2.2671585083007812 (2.4157416621843972) | > loss_disc_real_0: 0.10237379372119904 (0.0883532880494992) | > loss_disc_real_1: 0.12893268465995789 (0.18252730617920557) | > loss_disc_real_2: 0.24208953976631165 (0.17653218160072962) | > loss_disc_real_3: 0.20775946974754333 (0.21527466302116713) | > loss_disc_real_4: 0.25876349210739136 (0.2397324281434218) | > loss_disc_real_5: 0.17678572237491608 (0.2082949603597323) | > loss_0: 2.2671585083007812 (2.4157416621843972) | > loss_gen: 2.3066065311431885 (2.066578427950541) | > loss_kl: 3.033691167831421 (3.296665290991465) | > loss_feat: 6.180237293243408 (6.539204120635986) | > loss_mel: 17.862045288085938 (17.651121934254963) | > loss_duration: 2.2626466751098633 (2.337506671746572) | > loss_1: 31.645225524902344 (31.89107592900594)  --> STEP: 13 | > loss_disc: 2.591442108154297 (2.429257081105159) | > loss_disc_real_0: 0.06397740542888641 (0.0864782201556059) | > loss_disc_real_1: 0.25155314803123474 (0.18783698632166937) | > loss_disc_real_2: 0.16186043620109558 (0.17540358580075777) | > loss_disc_real_3: 0.2460254728794098 (0.21764010993333963) | > loss_disc_real_4: 0.25284451246261597 (0.24074105001412904) | > loss_disc_real_5: 0.2808900475502014 (0.21387919783592224) | > loss_0: 2.591442108154297 (2.429257081105159) | > loss_gen: 2.008509397506714 (2.062111579454862) | > loss_kl: 3.1974170207977295 (3.28903080866887) | > loss_feat: 5.53862190246582 (6.46223625769982) | > loss_mel: 15.98537540435791 (17.522987585801346) | > loss_duration: 2.2642626762390137 (2.3318725182459903) | > loss_1: 28.994186401367188 (31.66823827303373)  --> STEP: 14 | > loss_disc: 2.4156370162963867 (2.428284219333104) | > loss_disc_real_0: 0.10173597186803818 (0.08756805956363678) | > loss_disc_real_1: 0.17401382327079773 (0.18684961753232138) | > loss_disc_real_2: 0.16621926426887512 (0.17474756283419474) | > loss_disc_real_3: 0.30676302313804626 (0.22400603230510438) | > loss_disc_real_4: 0.2898949980735779 (0.24425204630408967) | > loss_disc_real_5: 0.23021236062049866 (0.21504585232053483) | > loss_0: 2.4156370162963867 (2.428284219333104) | > loss_gen: 2.33252215385437 (2.0814266204833984) | > loss_kl: 3.863693952560425 (3.3300781760896956) | > loss_feat: 7.67977237701416 (6.54920312336513) | > loss_mel: 18.107994079589844 (17.564773763929093) | > loss_duration: 2.364217758178711 (2.3341828925268993) | > loss_1: 34.34819793701172 (31.85966396331787)  --> STEP: 15 | > loss_disc: 2.61468505859375 (2.44071094195048) | > loss_disc_real_0: 0.2540135085582733 (0.09866442282994588) | > loss_disc_real_1: 0.1459219753742218 (0.18412110805511475) | > loss_disc_real_2: 0.1512257158756256 (0.17317943970362346) | > loss_disc_real_3: 0.2308574914932251 (0.22446279625097912) | > loss_disc_real_4: 0.19752845168113708 (0.24113713999589284) | > loss_disc_real_5: 0.18439576029777527 (0.21300251285235086) | > loss_0: 2.61468505859375 (2.44071094195048) | > loss_gen: 2.0242292881011963 (2.0776134649912517) | > loss_kl: 3.350883960723877 (3.331465228398641) | > loss_feat: 8.321981430053711 (6.6673883438110355) | > loss_mel: 18.235424041748047 (17.609483782450358) | > loss_duration: 2.34157657623291 (2.3346758047739664) | > loss_1: 34.27409362792969 (32.02062594095866)  --> STEP: 16 | > loss_disc: 2.530120372772217 (2.4462990313768387) | > loss_disc_real_0: 0.09848694503307343 (0.09865333046764135) | > loss_disc_real_1: 0.17580388486385345 (0.18360128160566092) | > loss_disc_real_2: 0.1500304639339447 (0.17173262871801853) | > loss_disc_real_3: 0.21826300024986267 (0.22407530900090933) | > loss_disc_real_4: 0.18865148723125458 (0.23785678669810295) | > loss_disc_real_5: 0.19926805794239044 (0.21214410942047834) | > loss_0: 2.530120372772217 (2.4462990313768387) | > loss_gen: 1.8240360021591187 (2.0617648735642433) | > loss_kl: 2.821429967880249 (3.2995880246162415) | > loss_feat: 8.123076438903809 (6.7583688497543335) | > loss_mel: 16.204376220703125 (17.521664559841156) | > loss_duration: 2.385277509689331 (2.3378384113311768) | > loss_1: 31.358196258544922 (31.9792240858078)  --> STEP: 17 | > loss_disc: 2.5385851860046387 (2.4517276287078857) | > loss_disc_real_0: 0.0737185925245285 (0.09718658117687001) | > loss_disc_real_1: 0.22467121481895447 (0.1860171600299723) | > loss_disc_real_2: 0.16952146589756012 (0.1716025603168151) | > loss_disc_real_3: 0.27882274985313416 (0.22729574669809902) | > loss_disc_real_4: 0.26558929681777954 (0.2394881108227898) | > loss_disc_real_5: 0.2977685332298279 (0.21718084023279302) | > loss_0: 2.5385851860046387 (2.4517276287078857) | > loss_gen: 2.1304078102111816 (2.0658026933670044) | > loss_kl: 2.6826274394989014 (3.263296225491692) | > loss_feat: 6.541547775268555 (6.7456146689022285) | > loss_mel: 17.62580680847168 (17.52779057446648) | > loss_duration: 2.463168144226074 (2.345210748560288) | > loss_1: 31.443557739257812 (31.947714300716626)  --> STEP: 18 | > loss_disc: 2.3741605281829834 (2.4474183453453913) | > loss_disc_real_0: 0.045601364225149155 (0.0943207357906633) | > loss_disc_real_1: 0.12982520461082458 (0.18289538472890854) | > loss_disc_real_2: 0.1276080161333084 (0.16915841897328696) | > loss_disc_real_3: 0.21082767844200134 (0.2263808540172047) | > loss_disc_real_4: 0.23591147363185883 (0.23928940875662696) | > loss_disc_real_5: 0.22505414485931396 (0.21761824604537752) | > loss_0: 2.3741605281829834 (2.4474183453453913) | > loss_gen: 1.911536455154419 (2.0572323467996387) | > loss_kl: 2.2763891220092773 (3.208468053076002) | > loss_feat: 9.254938125610352 (6.885021527608235) | > loss_mel: 20.94133949279785 (17.717432181040447) | > loss_duration: 2.2151973247528076 (2.337987780570984) | > loss_1: 36.599403381347656 (32.20614147186279)  --> STEP: 19 | > loss_disc: 2.6846790313720703 (2.459905749873111) | > loss_disc_real_0: 0.08925914019346237 (0.09405433602238956) | > loss_disc_real_1: 0.22123385965824127 (0.18491319919887342) | > loss_disc_real_2: 0.2622525691986084 (0.17405811109040914) | > loss_disc_real_3: 0.28708139061927795 (0.22957561910152435) | > loss_disc_real_4: 0.2918410897254944 (0.24205528670235685) | > loss_disc_real_5: 0.25297996401786804 (0.21947938909656123) | > loss_0: 2.6846790313720703 (2.459905749873111) | > loss_gen: 2.0415427684783936 (2.056406579519573) | > loss_kl: 2.0654942989349365 (3.1483115397001566) | > loss_feat: 5.803180694580078 (6.828082536396227) | > loss_mel: 17.96900749206543 (17.730672986883867) | > loss_duration: 2.3681983947753906 (2.3395778128975318) | > loss_1: 30.24742317199707 (32.103051035027754)  --> STEP: 20 | > loss_disc: 2.599940299987793 (2.4669074773788453) | > loss_disc_real_0: 0.08379477262496948 (0.09354135785251856) | > loss_disc_real_1: 0.16247624158859253 (0.18379135131835939) | > loss_disc_real_2: 0.2026192545890808 (0.17548616826534272) | > loss_disc_real_3: 0.2815133035182953 (0.2321725033223629) | > loss_disc_real_4: 0.23056946694850922 (0.24148099571466447) | > loss_disc_real_5: 0.17466424405574799 (0.21723863184452058) | > loss_0: 2.599940299987793 (2.4669074773788453) | > loss_gen: 1.8283584117889404 (2.0450041711330416) | > loss_kl: 2.260732650756836 (3.103932595252991) | > loss_feat: 4.231470108032227 (6.6982519149780275) | > loss_mel: 18.147968292236328 (17.75153775215149) | > loss_duration: 2.2915148735046387 (2.337174665927887) | > loss_1: 28.76004409790039 (31.935900688171387)  --> STEP: 21 | > loss_disc: 2.632615089416504 (2.474798316047305) | > loss_disc_real_0: 0.07936914265155792 (0.09286649046199662) | > loss_disc_real_1: 0.1926165223121643 (0.18421159755615962) | > loss_disc_real_2: 0.19958747923374176 (0.17663384974002838) | > loss_disc_real_3: 0.20731325447559357 (0.23098872956775485) | > loss_disc_real_4: 0.20190241932868958 (0.2395963016010466) | > loss_disc_real_5: 0.24222227931022644 (0.21842832934288753) | > loss_0: 2.632615089416504 (2.474798316047305) | > loss_gen: 1.8664922714233398 (2.0365036044801985) | > loss_kl: 2.577967405319214 (3.078886633827573) | > loss_feat: 5.479479789733887 (6.6402151471092585) | > loss_mel: 14.299627304077148 (17.58716106414795) | > loss_duration: 2.160309314727783 (2.3287525063469294) | > loss_1: 26.38387680053711 (31.67151859828404)  --> STEP: 22 | > loss_disc: 2.4930202960968018 (2.475626587867737) | > loss_disc_real_0: 0.19833651185035706 (0.09766058234328573) | > loss_disc_real_1: 0.18424935638904572 (0.18421331386674533) | > loss_disc_real_2: 0.17953109741210938 (0.17676554281603207) | > loss_disc_real_3: 0.17920219898223877 (0.2286347963593223) | > loss_disc_real_4: 0.22119906544685364 (0.23876006359403784) | > loss_disc_real_5: 0.20365166664123535 (0.2177566628564488) | > loss_0: 2.4930202960968018 (2.475626587867737) | > loss_gen: 2.114739418029785 (2.0400597778233616) | > loss_kl: 2.3659281730651855 (3.046479431065646) | > loss_feat: 8.108794212341309 (6.706968740983442) | > loss_mel: 18.876623153686523 (17.645772977308795) | > loss_duration: 2.1752638816833496 (2.321775750680403) | > loss_1: 33.6413459777832 (31.761056206443094)  --> STEP: 23 | > loss_disc: 2.313725709915161 (2.468587419261103) | > loss_disc_real_0: 0.0836455300450325 (0.09705123224336168) | > loss_disc_real_1: 0.22982332110404968 (0.18619635765967163) | > loss_disc_real_2: 0.1828993260860443 (0.17703222904516303) | > loss_disc_real_3: 0.25733551383018494 (0.22988265364066415) | > loss_disc_real_4: 0.19376708567142487 (0.23680384716261987) | > loss_disc_real_5: 0.15559282898902893 (0.21505388747090878) | > loss_0: 2.313725709915161 (2.468587419261103) | > loss_gen: 2.1518638134002686 (2.0449208228484443) | > loss_kl: 2.599552869796753 (3.0270478414452593) | > loss_feat: 7.6575398445129395 (6.748297919397769) | > loss_mel: 16.82600212097168 (17.610130766163703) | > loss_duration: 2.274369239807129 (2.319714598033739) | > loss_1: 31.509326934814453 (31.75011145550272)  --> STEP: 24 | > loss_disc: 2.391796827316284 (2.4653878112634025) | > loss_disc_real_0: 0.08206526190042496 (0.09642681681240599) | > loss_disc_real_1: 0.18161839246749878 (0.18600560910999775) | > loss_disc_real_2: 0.1368253380060196 (0.17535694191853204) | > loss_disc_real_3: 0.19660474359989166 (0.22849607405563196) | > loss_disc_real_4: 0.20613229274749756 (0.23552586572865644) | > loss_disc_real_5: 0.15752331912517548 (0.21265678045650324) | > loss_0: 2.391796827316284 (2.4653878112634025) | > loss_gen: 2.0115036964416504 (2.043528442581495) | > loss_kl: 2.8025612831115723 (3.0176942348480225) | > loss_feat: 8.653152465820312 (6.827666858832042) | > loss_mel: 17.185338973999023 (17.59243110815684) | > loss_duration: 2.436741828918457 (2.3245907326539355) | > loss_1: 33.089298248291016 (31.80591090520223)  --> STEP: 25 | > loss_disc: 2.703667640686035 (2.4749190044403075) | > loss_disc_real_0: 0.1153155192732811 (0.097182364910841) | > loss_disc_real_1: 0.27933987975120544 (0.18973897993564606) | > loss_disc_real_2: 0.21134287118911743 (0.17679637908935547) | > loss_disc_real_3: 0.2531784474849701 (0.22948336899280547) | > loss_disc_real_4: 0.25114142894744873 (0.23615048825740814) | > loss_disc_real_5: 0.26405537128448486 (0.2147127240896225) | > loss_0: 2.703667640686035 (2.4749190044403075) | > loss_gen: 1.9585601091384888 (2.0401297092437742) | > loss_kl: 2.6839866638183594 (3.004345932006836) | > loss_feat: 5.287202835083008 (6.76604829788208) | > loss_mel: 13.414860725402832 (17.42532829284668) | > loss_duration: 2.373990535736084 (2.3265667247772215) | > loss_1: 25.718603134155273 (31.562418594360352)  --> STEP: 26 | > loss_disc: 2.554847478866577 (2.4779931765336256) | > loss_disc_real_0: 0.10306756943464279 (0.09740871893098721) | > loss_disc_real_1: 0.1429813802242279 (0.18794061071597612) | > loss_disc_real_2: 0.21675588190555573 (0.1783332830438247) | > loss_disc_real_3: 0.18272288143634796 (0.2276848887021725) | > loss_disc_real_4: 0.13985054194927216 (0.23244664416863367) | > loss_disc_real_5: 0.15314757823944092 (0.2123448338646155) | > loss_0: 2.554847478866577 (2.4779931765336256) | > loss_gen: 1.7075779438018799 (2.027339256726778) | > loss_kl: 2.5404317378997803 (2.986503078387334) | > loss_feat: 12.4119291305542 (6.983197560677161) | > loss_mel: 19.162738800048828 (17.492151773892918) | > loss_duration: 2.3026208877563477 (2.3256457310456495) | > loss_1: 38.12529754638672 (31.814837015592136) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025096581532404972 (-3.909147702730632e-05) | > avg_loss_disc: 2.4779931765336256 (+0.03312905935140753) | > avg_loss_disc_real_0: 0.09740871893098721 (-0.08103090653625819) | > avg_loss_disc_real_1: 0.18794061071597612 (-0.07452311252172172) | > avg_loss_disc_real_2: 0.1783332830438247 (-0.06685334959855446) | > avg_loss_disc_real_3: 0.2276848887021725 (-0.050746424840046794) | > avg_loss_disc_real_4: 0.23244664416863367 (+0.0008757974092776788) | > avg_loss_disc_real_5: 0.2123448338646155 (-0.018729114761719345) | > avg_loss_0: 2.4779931765336256 (+0.03312905935140753) | > avg_loss_gen: 2.027339256726778 (-0.6555157991556024) | > avg_loss_kl: 2.986503078387334 (+0.11049169760483979) | > avg_loss_feat: 6.983197560677161 (-0.21329089311453053) | > avg_loss_mel: 17.492151773892918 (-0.24462146025437548) | > avg_loss_duration: 2.3256457310456495 (-0.004982324746939604) | > avg_loss_1: 31.814837015592136 (-1.0079191648042958)  > EPOCH: 586/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:01:06)   --> TIME: 2024-06-11 17:01:14 -- STEP: 19/330 -- GLOBAL_STEP: 281400 | > loss_disc: 2.376486301422119 (2.332456488358347) | > loss_disc_real_0: 0.10797388851642609 (0.10034262428158208) | > loss_disc_real_1: 0.2065034806728363 (0.19828400564821144) | > loss_disc_real_2: 0.1881764829158783 (0.205067294208627) | > loss_disc_real_3: 0.23123598098754883 (0.22414096484058782) | > loss_disc_real_4: 0.23972269892692566 (0.23559236448062093) | > loss_disc_real_5: 0.2510668635368347 (0.22498101231298948) | > loss_0: 2.376486301422119 (2.332456488358347) | > grad_norm_0: tensor(8.9269, device='cuda:0') (tensor(9.9156, device='cuda:0')) | > loss_gen: 2.473682403564453 (2.505309581756592) | > loss_kl: 2.213998317718506 (1.9708095977180882) | > loss_feat: 8.240150451660156 (7.122954468978079) | > loss_mel: 17.216737747192383 (17.83913712752493) | > loss_duration: 2.013010263442993 (2.0733250065853723) | > loss_1: 32.1575813293457 (31.5115361464651) | > grad_norm_1: tensor(80.7481, device='cuda:0') (tensor(87.0677, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.3623 (0.36455464363098145) | > loader_time: 0.0039 (0.003266874112580952)  --> TIME: 2024-06-11 17:01:23 -- STEP: 44/330 -- GLOBAL_STEP: 281425 | > loss_disc: 2.4169089794158936 (2.34994900226593) | > loss_disc_real_0: 0.09863868355751038 (0.10570406964556738) | > loss_disc_real_1: 0.1845291405916214 (0.19750691137530588) | > loss_disc_real_2: 0.22741550207138062 (0.211144512349909) | > loss_disc_real_3: 0.24923892319202423 (0.22637791694565254) | > loss_disc_real_4: 0.22386032342910767 (0.23285728659142146) | > loss_disc_real_5: 0.22245828807353973 (0.22139172594655643) | > loss_0: 2.4169089794158936 (2.34994900226593) | > grad_norm_0: tensor(5.5783, device='cuda:0') (tensor(8.9419, device='cuda:0')) | > loss_gen: 2.333775520324707 (2.4893299395387825) | > loss_kl: 1.6439193487167358 (1.9517857405272396) | > loss_feat: 7.223036766052246 (7.1112316413359205) | > loss_mel: 18.189987182617188 (17.840946024114434) | > loss_duration: 1.933816909790039 (2.02619756622748) | > loss_1: 31.324533462524414 (31.419491160999645) | > grad_norm_1: tensor(107.4429, device='cuda:0') (tensor(83.8387, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.359 (0.3643311316316778) | > loader_time: 0.0032 (0.0034376111897555265)  --> TIME: 2024-06-11 17:01:33 -- STEP: 69/330 -- GLOBAL_STEP: 281450 | > loss_disc: 2.4506876468658447 (2.3458903319593776) | > loss_disc_real_0: 0.14035336673259735 (0.10764192228299985) | > loss_disc_real_1: 0.2145276665687561 (0.1960600171832071) | > loss_disc_real_2: 0.2304016649723053 (0.21136193495729697) | > loss_disc_real_3: 0.2422081083059311 (0.22714297214280002) | > loss_disc_real_4: 0.2591833174228668 (0.23182505196419315) | > loss_disc_real_5: 0.22340542078018188 (0.2220568542463192) | > loss_0: 2.4506876468658447 (2.3458903319593776) | > grad_norm_0: tensor(8.4150, device='cuda:0') (tensor(8.8019, device='cuda:0')) | > loss_gen: 2.344219207763672 (2.4801570539889126) | > loss_kl: 2.121354341506958 (1.9653433302174443) | > loss_feat: 6.260779857635498 (7.06570423513219) | > loss_mel: 16.260934829711914 (17.737352924070485) | > loss_duration: 1.933467149734497 (2.0109281747237495) | > loss_1: 28.920757293701172 (31.25948585289112) | > grad_norm_1: tensor(111.7281, device='cuda:0') (tensor(90.4609, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.3731 (0.3676818522854127) | > loader_time: 0.0043 (0.003582695256108823)  --> TIME: 2024-06-11 17:01:43 -- STEP: 94/330 -- GLOBAL_STEP: 281475 | > loss_disc: 2.4249234199523926 (2.35054085102487) | > loss_disc_real_0: 0.11416375637054443 (0.10919170533405974) | > loss_disc_real_1: 0.18032395839691162 (0.19696770449902148) | > loss_disc_real_2: 0.19614867866039276 (0.21148514478130542) | > loss_disc_real_3: 0.26732805371284485 (0.22825858092054407) | > loss_disc_real_4: 0.2718534767627716 (0.23211647205530328) | > loss_disc_real_5: 0.25361788272857666 (0.22215534017441121) | > loss_0: 2.4249234199523926 (2.35054085102487) | > grad_norm_0: tensor(4.9035, device='cuda:0') (tensor(8.5690, device='cuda:0')) | > loss_gen: 2.503497838973999 (2.475320993585789) | > loss_kl: 1.9243369102478027 (1.9768168355556244) | > loss_feat: 7.2384114265441895 (7.026665139705576) | > loss_mel: 17.866504669189453 (17.63459684493693) | > loss_duration: 2.0188915729522705 (2.0073171422836635) | > loss_1: 31.55164337158203 (31.120717008063135) | > grad_norm_1: tensor(85.5822, device='cuda:0') (tensor(88.2788, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.3922 (0.37297853764067307) | > loader_time: 0.0035 (0.0036568413389490005)  --> TIME: 2024-06-11 17:01:52 -- STEP: 119/330 -- GLOBAL_STEP: 281500 | > loss_disc: 2.4008970260620117 (2.349572796781523) | > loss_disc_real_0: 0.09781795740127563 (0.11041526508932355) | > loss_disc_real_1: 0.20840920507907867 (0.19711725701804922) | > loss_disc_real_2: 0.22489133477210999 (0.21082846895486368) | > loss_disc_real_3: 0.21787375211715698 (0.22825311412330435) | > loss_disc_real_4: 0.20717528462409973 (0.23154173040089487) | > loss_disc_real_5: 0.23036916553974152 (0.22209227360597178) | > loss_0: 2.4008970260620117 (2.349572796781523) | > grad_norm_0: tensor(6.2085, device='cuda:0') (tensor(8.6706, device='cuda:0')) | > loss_gen: 2.340913772583008 (2.4786151116635615) | > loss_kl: 2.052459478378296 (1.9816407736609964) | > loss_feat: 6.935215950012207 (7.037026140870166) | > loss_mel: 17.532283782958984 (17.646722537128866) | > loss_duration: 2.018059253692627 (2.0084679858023384) | > loss_1: 30.878931045532227 (31.152472552131204) | > grad_norm_1: tensor(74.6973, device='cuda:0') (tensor(87.0096, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.389 (0.373280246718591) | > loader_time: 0.0039 (0.003723090436278271) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_281500.pth  --> TIME: 2024-06-11 17:02:06 -- STEP: 144/330 -- GLOBAL_STEP: 281525 | > loss_disc: 2.3945720195770264 (2.3575625701083074) | > loss_disc_real_0: 0.10018037259578705 (0.11172969152943955) | > loss_disc_real_1: 0.1775970757007599 (0.19752294404639137) | > loss_disc_real_2: 0.24437923729419708 (0.212688929711779) | > loss_disc_real_3: 0.22904706001281738 (0.22872393133325708) | > loss_disc_real_4: 0.22929313778877258 (0.23151668347418308) | > loss_disc_real_5: 0.20845338702201843 (0.22278680186718702) | > loss_0: 2.3945720195770264 (2.3575625701083074) | > grad_norm_0: tensor(6.9697, device='cuda:0') (tensor(8.7204, device='cuda:0')) | > loss_gen: 2.4683775901794434 (2.4752179698811627) | > loss_kl: 2.031752824783325 (1.9935743361711502) | > loss_feat: 7.41643762588501 (7.0326325661606255) | > loss_mel: 18.030048370361328 (17.670996149381004) | > loss_duration: 1.9991538524627686 (2.0127145888076887) | > loss_1: 31.945770263671875 (31.18513564268748) | > grad_norm_1: tensor(150.6290, device='cuda:0') (tensor(92.5015, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.3754 (0.37444116837448543) | > loader_time: 0.0041 (0.003818232152197096)  --> TIME: 2024-06-11 17:02:16 -- STEP: 169/330 -- GLOBAL_STEP: 281550 | > loss_disc: 2.371567726135254 (2.364790869887763) | > loss_disc_real_0: 0.0731961727142334 (0.11376760886794716) | > loss_disc_real_1: 0.20055924355983734 (0.1977905378010146) | > loss_disc_real_2: 0.19018864631652832 (0.21317225871001483) | > loss_disc_real_3: 0.21256399154663086 (0.22870658558501294) | > loss_disc_real_4: 0.20597197115421295 (0.23193669980446968) | > loss_disc_real_5: 0.22024448215961456 (0.22308657798894058) | > loss_0: 2.371567726135254 (2.364790869887763) | > grad_norm_0: tensor(11.9669, device='cuda:0') (tensor(9.8449, device='cuda:0')) | > loss_gen: 2.403914213180542 (2.4696547773462783) | > loss_kl: 1.8794426918029785 (1.9990871001982826) | > loss_feat: 7.428460597991943 (7.025482962117392) | > loss_mel: 17.48915672302246 (17.66236838504408) | > loss_duration: 2.062150239944458 (2.016827143155611) | > loss_1: 31.263124465942383 (31.17342040383604) | > grad_norm_1: tensor(61.1388, device='cuda:0') (tensor(103.1308, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.3745 (0.37551091126436315) | > loader_time: 0.0049 (0.003922095665564903)  --> TIME: 2024-06-11 17:02:26 -- STEP: 194/330 -- GLOBAL_STEP: 281575 | > loss_disc: 2.393537998199463 (2.369643775458188) | > loss_disc_real_0: 0.14549997448921204 (0.11522506726617665) | > loss_disc_real_1: 0.23835179209709167 (0.1990910094884253) | > loss_disc_real_2: 0.21334543824195862 (0.21348021256247754) | > loss_disc_real_3: 0.252439022064209 (0.22957232394783766) | > loss_disc_real_4: 0.2133791446685791 (0.2319320793618861) | > loss_disc_real_5: 0.1900179535150528 (0.22330039501497426) | > loss_0: 2.393537998199463 (2.369643775458188) | > grad_norm_0: tensor(34.2430, device='cuda:0') (tensor(11.3477, device='cuda:0')) | > loss_gen: 2.331141233444214 (2.468489569487031) | > loss_kl: 2.078768730163574 (2.0006803378616413) | > loss_feat: 6.621925354003906 (7.037077653039362) | > loss_mel: 16.835506439208984 (17.617648552373527) | > loss_duration: 2.0599679946899414 (2.0241427863996067) | > loss_1: 29.927310943603516 (31.148038972284375) | > grad_norm_1: tensor(354.9184, device='cuda:0') (tensor(124.1481, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.3911 (0.3773775457106915) | > loader_time: 0.0046 (0.0040499377496463745)  --> TIME: 2024-06-11 17:02:36 -- STEP: 219/330 -- GLOBAL_STEP: 281600 | > loss_disc: 2.366135835647583 (2.3749791345639855) | > loss_disc_real_0: 0.08411403745412827 (0.11734371557491555) | > loss_disc_real_1: 0.18461333215236664 (0.19967497640276607) | > loss_disc_real_2: 0.23049265146255493 (0.21361412890425563) | > loss_disc_real_3: 0.24421367049217224 (0.22932715489439767) | > loss_disc_real_4: 0.24476352334022522 (0.23196637963867622) | > loss_disc_real_5: 0.22850964963436127 (0.22360480974798333) | > loss_0: 2.366135835647583 (2.3749791345639855) | > grad_norm_0: tensor(24.6496, device='cuda:0') (tensor(13.7784, device='cuda:0')) | > loss_gen: 2.5216240882873535 (2.4690620812106885) | > loss_kl: 1.9661526679992676 (2.005094097085195) | > loss_feat: 7.978334903717041 (7.03037449431746) | > loss_mel: 17.39808464050293 (17.575019675302737) | > loss_duration: 2.0982913970947266 (2.031504836800981) | > loss_1: 31.962486267089844 (31.111055234795835) | > grad_norm_1: tensor(309.5558, device='cuda:0') (tensor(146.3492, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.4047 (0.37971376175205457) | > loader_time: 0.0053 (0.004152323013026967)  --> TIME: 2024-06-11 17:02:47 -- STEP: 244/330 -- GLOBAL_STEP: 281625 | > loss_disc: 2.398284673690796 (2.3725554298182) | > loss_disc_real_0: 0.15197528898715973 (0.11806992688750634) | > loss_disc_real_1: 0.19163832068443298 (0.19977153520115087) | > loss_disc_real_2: 0.2050653100013733 (0.2129247230095942) | > loss_disc_real_3: 0.20228828489780426 (0.22912193529429983) | > loss_disc_real_4: 0.20976388454437256 (0.23169127271556464) | > loss_disc_real_5: 0.19505029916763306 (0.22294346414140012) | > loss_0: 2.398284673690796 (2.3725554298182) | > grad_norm_0: tensor(37.4608, device='cuda:0') (tensor(16.7217, device='cuda:0')) | > loss_gen: 2.260425567626953 (2.4759684732702905) | > loss_kl: 1.9623498916625977 (2.0038172705251664) | > loss_feat: 6.632198333740234 (7.0351267701289695) | > loss_mel: 17.531312942504883 (17.539625257742223) | > loss_duration: 2.066124439239502 (2.0401939222070045) | > loss_1: 30.452411651611328 (31.094731706087707) | > grad_norm_1: tensor(131.6559, device='cuda:0') (tensor(166.2721, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.4313 (0.38387378512835896) | > loader_time: 0.0054 (0.004272329025581237)  --> TIME: 2024-06-11 17:02:58 -- STEP: 269/330 -- GLOBAL_STEP: 281650 | > loss_disc: 2.21726131439209 (2.3696945777169827) | > loss_disc_real_0: 0.178735613822937 (0.11804314558723158) | > loss_disc_real_1: 0.19304031133651733 (0.1995243153164378) | > loss_disc_real_2: 0.19272243976593018 (0.2128793102547139) | > loss_disc_real_3: 0.20460540056228638 (0.22961981882614718) | > loss_disc_real_4: 0.1946217566728592 (0.23046225381384994) | > loss_disc_real_5: 0.210646390914917 (0.22288981495515123) | > loss_0: 2.21726131439209 (2.3696945777169827) | > grad_norm_0: tensor(46.4316, device='cuda:0') (tensor(18.3990, device='cuda:0')) | > loss_gen: 2.6019859313964844 (2.4821425751682544) | > loss_kl: 2.0497028827667236 (2.0063642471696355) | > loss_feat: 7.179018974304199 (7.054781878304747) | > loss_mel: 16.611194610595703 (17.508094046638817) | > loss_duration: 2.147496223449707 (2.0481329389664333) | > loss_1: 30.589397430419922 (31.099515680929986) | > grad_norm_1: tensor(526.0470, device='cuda:0') (tensor(187.4077, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.4313 (0.3881500121829235) | > loader_time: 0.0055 (0.004379821089563762)  --> TIME: 2024-06-11 17:03:10 -- STEP: 294/330 -- GLOBAL_STEP: 281675 | > loss_disc: 2.4236581325531006 (2.3691994146424884) | > loss_disc_real_0: 0.08908147364854813 (0.1183833462141809) | > loss_disc_real_1: 0.2305867075920105 (0.19979728048756015) | > loss_disc_real_2: 0.20384827256202698 (0.21303847366247056) | > loss_disc_real_3: 0.22262781858444214 (0.22934741009863055) | > loss_disc_real_4: 0.22161200642585754 (0.23029429511148103) | > loss_disc_real_5: 0.2206336259841919 (0.2227093218540659) | > loss_0: 2.4236581325531006 (2.3691994146424884) | > grad_norm_0: tensor(18.5286, device='cuda:0') (tensor(20.1742, device='cuda:0')) | > loss_gen: 2.438425302505493 (2.481074919505994) | > loss_kl: 1.9841985702514648 (2.007574532307735) | > loss_feat: 6.703604698181152 (7.0501698458275825) | > loss_mel: 16.459856033325195 (17.44167071621436) | > loss_duration: 2.1933670043945312 (2.057842855550806) | > loss_1: 29.779451370239258 (31.038332854809404) | > grad_norm_1: tensor(425.0921, device='cuda:0') (tensor(208.7049, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.4737 (0.3955173970890695) | > loader_time: 0.0072 (0.004536250010639634)  --> TIME: 2024-06-11 17:03:24 -- STEP: 319/330 -- GLOBAL_STEP: 281700 | > loss_disc: 2.308969020843506 (2.368968298442683) | > loss_disc_real_0: 0.10905922949314117 (0.11915766361365124) | > loss_disc_real_1: 0.20826636254787445 (0.19974344805303415) | > loss_disc_real_2: 0.20256407558918 (0.21282550748612822) | > loss_disc_real_3: 0.24135304987430573 (0.22920686525050377) | > loss_disc_real_4: 0.19001951813697815 (0.23006697092497236) | > loss_disc_real_5: 0.24402964115142822 (0.2228696222495883) | > loss_0: 2.308969020843506 (2.368968298442683) | > grad_norm_0: tensor(42.5499, device='cuda:0') (tensor(22.0287, device='cuda:0')) | > loss_gen: 2.5418522357940674 (2.478716454162117) | > loss_kl: 2.0482850074768066 (2.0126770503094953) | > loss_feat: 7.881865501403809 (7.0675335304116755) | > loss_mel: 16.67782211303711 (17.37330720417181) | > loss_duration: 2.25705623626709 (2.0719659657313914) | > loss_1: 31.406883239746094 (31.00420019095968) | > grad_norm_1: tensor(570.2206, device='cuda:0') (tensor(226.1652, device='cuda:0')) | > current_lr_0: 0.00018587284075120773 | > current_lr_1: 0.00018587284075120773 | > step_time: 0.5687 (0.40608230504122655) | > loader_time: 0.0079 (0.004749773438074)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4203078746795654 (2.4203078746795654) | > loss_disc_real_0: 0.16768522560596466 (0.16768522560596466) | > loss_disc_real_1: 0.24456997215747833 (0.24456997215747833) | > loss_disc_real_2: 0.23555269837379456 (0.23555269837379456) | > loss_disc_real_3: 0.23866790533065796 (0.23866790533065796) | > loss_disc_real_4: 0.26053351163864136 (0.26053351163864136) | > loss_disc_real_5: 0.2095770537853241 (0.2095770537853241) | > loss_0: 2.4203078746795654 (2.4203078746795654) | > loss_gen: 2.5274715423583984 (2.5274715423583984) | > loss_kl: 3.255521297454834 (3.255521297454834) | > loss_feat: 4.772210121154785 (4.772210121154785) | > loss_mel: 15.320586204528809 (15.320586204528809) | > loss_duration: 2.901911973953247 (2.901911973953247) | > loss_1: 28.777700424194336 (28.777700424194336)  --> STEP: 1 | > loss_disc: 2.299374580383301 (2.299374580383301) | > loss_disc_real_0: 0.16051337122917175 (0.16051337122917175) | > loss_disc_real_1: 0.25733962655067444 (0.25733962655067444) | > loss_disc_real_2: 0.18244601786136627 (0.18244601786136627) | > loss_disc_real_3: 0.20806151628494263 (0.20806151628494263) | > loss_disc_real_4: 0.2539059817790985 (0.2539059817790985) | > loss_disc_real_5: 0.1804751306772232 (0.1804751306772232) | > loss_0: 2.299374580383301 (2.299374580383301) | > loss_gen: 2.6370763778686523 (2.6370763778686523) | > loss_kl: 2.7055258750915527 (2.7055258750915527) | > loss_feat: 5.220618724822998 (5.220618724822998) | > loss_mel: 17.10858726501465 (17.10858726501465) | > loss_duration: 2.4115734100341797 (2.4115734100341797) | > loss_1: 30.083383560180664 (30.083383560180664)  --> STEP: 2 | > loss_disc: 2.279496192932129 (2.289435386657715) | > loss_disc_real_0: 0.06416629999876022 (0.11233983561396599) | > loss_disc_real_1: 0.17671221494674683 (0.21702592074871063) | > loss_disc_real_2: 0.19080057740211487 (0.18662329763174057) | > loss_disc_real_3: 0.23870781064033508 (0.22338466346263885) | > loss_disc_real_4: 0.24737203121185303 (0.25063900649547577) | > loss_disc_real_5: 0.26345327496528625 (0.22196420282125473) | > loss_0: 2.279496192932129 (2.289435386657715) | > loss_gen: 2.3976924419403076 (2.51738440990448) | > loss_kl: 2.501156806945801 (2.6033413410186768) | > loss_feat: 6.024758815765381 (5.6226887702941895) | > loss_mel: 18.427827835083008 (17.768207550048828) | > loss_duration: 2.430241107940674 (2.4209072589874268) | > loss_1: 31.781675338745117 (30.93252944946289)  --> STEP: 3 | > loss_disc: 2.199819326400757 (2.259563366572062) | > loss_disc_real_0: 0.18823206424713135 (0.13763724515835443) | > loss_disc_real_1: 0.27395087480545044 (0.23600090543429056) | > loss_disc_real_2: 0.19377955794334412 (0.18900871773560843) | > loss_disc_real_3: 0.23679272830486298 (0.2278540184100469) | > loss_disc_real_4: 0.22563281655311584 (0.24230360984802246) | > loss_disc_real_5: 0.1699771285057068 (0.20463517804940543) | > loss_0: 2.199819326400757 (2.259563366572062) | > loss_gen: 2.918220043182373 (2.650996287663778) | > loss_kl: 2.875730514526367 (2.6941377321879068) | > loss_feat: 7.1367011070251465 (6.127359549204509) | > loss_mel: 14.854330062866211 (16.79691505432129) | > loss_duration: 2.316826343536377 (2.3862136205037436) | > loss_1: 30.101808547973633 (30.655622482299805)  --> STEP: 4 | > loss_disc: 2.281420946121216 (2.2650277614593506) | > loss_disc_real_0: 0.2764242887496948 (0.17233400605618954) | > loss_disc_real_1: 0.20741026103496552 (0.2288532443344593) | > loss_disc_real_2: 0.1732366979122162 (0.18506571277976036) | > loss_disc_real_3: 0.16979072988033295 (0.2133381962776184) | > loss_disc_real_4: 0.18774625658988953 (0.22866427153348923) | > loss_disc_real_5: 0.13800513744354248 (0.18797766789793968) | > loss_0: 2.281420946121216 (2.2650277614593506) | > loss_gen: 2.631702184677124 (2.6461727619171143) | > loss_kl: 3.9555180072784424 (3.0094828009605408) | > loss_feat: 8.619739532470703 (6.750454545021057) | > loss_mel: 17.325681686401367 (16.92910671234131) | > loss_duration: 2.3878302574157715 (2.3866177797317505) | > loss_1: 34.92047119140625 (31.721834659576416)  --> STEP: 5 | > loss_disc: 2.319749355316162 (2.275972080230713) | > loss_disc_real_0: 0.2292998731136322 (0.18372717946767808) | > loss_disc_real_1: 0.1789538562297821 (0.21887336671352386) | > loss_disc_real_2: 0.23135025799274445 (0.19432262182235718) | > loss_disc_real_3: 0.2184107005596161 (0.21435269713401794) | > loss_disc_real_4: 0.23797038197517395 (0.23052549362182617) | > loss_disc_real_5: 0.1740388572216034 (0.1851899057626724) | > loss_0: 2.319749355316162 (2.275972080230713) | > loss_gen: 2.637599468231201 (2.6444581031799315) | > loss_kl: 2.567683696746826 (2.921122980117798) | > loss_feat: 5.165920734405518 (6.433547782897949) | > loss_mel: 18.036027908325195 (17.150490951538085) | > loss_duration: 2.4034085273742676 (2.389975929260254) | > loss_1: 30.810640335083008 (31.539595794677734)  --> STEP: 6 | > loss_disc: 2.4279255867004395 (2.301297664642334) | > loss_disc_real_0: 0.09193150699138641 (0.16842790072162947) | > loss_disc_real_1: 0.19274671375751495 (0.21451892455418906) | > loss_disc_real_2: 0.22271493077278137 (0.19905467331409454) | > loss_disc_real_3: 0.2736518085002899 (0.22423588236172995) | > loss_disc_real_4: 0.27775493264198303 (0.23839706679185232) | > loss_disc_real_5: 0.16916142404079437 (0.1825184921423594) | > loss_0: 2.4279255867004395 (2.301297664642334) | > loss_gen: 2.223694086074829 (2.574330766995748) | > loss_kl: 2.890099048614502 (2.9159523248672485) | > loss_feat: 5.149255752563477 (6.219499111175537) | > loss_mel: 18.041688919067383 (17.2990239461263) | > loss_duration: 2.178283214569092 (2.35469381014506) | > loss_1: 30.483020782470703 (31.363499959309895)  --> STEP: 7 | > loss_disc: 2.1911826133728027 (2.285566943032401) | > loss_disc_real_0: 0.12255549430847168 (0.16187469980546407) | > loss_disc_real_1: 0.17865316569805145 (0.20939524471759796) | > loss_disc_real_2: 0.2100965529680252 (0.2006320846932275) | > loss_disc_real_3: 0.18653781712055206 (0.2188504444701331) | > loss_disc_real_4: 0.21435192227363586 (0.23496204614639282) | > loss_disc_real_5: 0.21989300847053528 (0.18785770876067026) | > loss_0: 2.1911826133728027 (2.285566943032401) | > loss_gen: 2.4994120597839355 (2.5636280945369174) | > loss_kl: 4.219156742095947 (3.1021243844713484) | > loss_feat: 5.790757179260254 (6.158250263759068) | > loss_mel: 17.570646286010742 (17.337827137538365) | > loss_duration: 2.5199429988861084 (2.378300837108067) | > loss_1: 32.59991455078125 (31.540130615234375)  --> STEP: 8 | > loss_disc: 2.6450042724609375 (2.330496609210968) | > loss_disc_real_0: 0.2805302143096924 (0.1767066391184926) | > loss_disc_real_1: 0.18378418684005737 (0.2061938624829054) | > loss_disc_real_2: 0.18792830407619476 (0.1990441121160984) | > loss_disc_real_3: 0.21296408772468567 (0.21811464987695217) | > loss_disc_real_4: 0.2414597123861313 (0.23577425442636013) | > loss_disc_real_5: 0.2477133870124817 (0.19533966854214668) | > loss_0: 2.6450042724609375 (2.330496609210968) | > loss_gen: 2.360718011856079 (2.5382643342018127) | > loss_kl: 3.350409507751465 (3.133160024881363) | > loss_feat: 7.5786871910095215 (6.335804879665375) | > loss_mel: 15.955660820007324 (17.165056347846985) | > loss_duration: 2.3332648277282715 (2.3726713359355927) | > loss_1: 31.5787410736084 (31.544956922531128)  --> STEP: 9 | > loss_disc: 2.1773641109466553 (2.3134818871816) | > loss_disc_real_0: 0.2153116762638092 (0.18099608769019446) | > loss_disc_real_1: 0.1338759958744049 (0.19815854397084978) | > loss_disc_real_2: 0.17875464260578156 (0.1967897266149521) | > loss_disc_real_3: 0.19797952473163605 (0.21587741374969482) | > loss_disc_real_4: 0.19105350971221924 (0.2308052827914556) | > loss_disc_real_5: 0.21645167469978333 (0.1976854470041063) | > loss_0: 2.1773641109466553 (2.3134818871816) | > loss_gen: 2.742107629776001 (2.5609135892656116) | > loss_kl: 2.8789682388305664 (3.104916493097941) | > loss_feat: 10.053049087524414 (6.748832013871935) | > loss_mel: 17.9493408203125 (17.25219906700982) | > loss_duration: 2.200410842895508 (2.353531281153361) | > loss_1: 35.823875427246094 (32.0203923119439)  --> STEP: 10 | > loss_disc: 2.3626246452331543 (2.3183961629867555) | > loss_disc_real_0: 0.2378067970275879 (0.1866771586239338) | > loss_disc_real_1: 0.17887860536575317 (0.19623055011034013) | > loss_disc_real_2: 0.2191125601530075 (0.19902200996875763) | > loss_disc_real_3: 0.21783089637756348 (0.21607276201248168) | > loss_disc_real_4: 0.22371046245098114 (0.23009580075740815) | > loss_disc_real_5: 0.2180367261171341 (0.1997205749154091) | > loss_0: 2.3626246452331543 (2.3183961629867555) | > loss_gen: 2.5122358798980713 (2.5560458183288572) | > loss_kl: 2.6674892902374268 (3.0611737728118897) | > loss_feat: 5.359323501586914 (6.609881162643433) | > loss_mel: 17.690866470336914 (17.29606580734253) | > loss_duration: 2.363097667694092 (2.354487919807434) | > loss_1: 30.5930118560791 (31.87765426635742)  --> STEP: 11 | > loss_disc: 2.2455968856811523 (2.311778046868064) | > loss_disc_real_0: 0.1399584263563156 (0.18243000114505942) | > loss_disc_real_1: 0.1983674019575119 (0.19642480936917392) | > loss_disc_real_2: 0.21902014315128326 (0.20084002207625995) | > loss_disc_real_3: 0.243901327252388 (0.2186026315797459) | > loss_disc_real_4: 0.25735563039779663 (0.23257396708835254) | > loss_disc_real_5: 0.24063529074192047 (0.20344009453600104) | > loss_0: 2.2455968856811523 (2.311778046868064) | > loss_gen: 2.832854747772217 (2.581210266460072) | > loss_kl: 3.4626102447509766 (3.097667997533625) | > loss_feat: 6.864176273345947 (6.6329988999800245) | > loss_mel: 18.282079696655273 (17.385703433643688) | > loss_duration: 2.4716739654541016 (2.365141196684404) | > loss_1: 33.913394927978516 (32.06272159923207)  --> STEP: 12 | > loss_disc: 2.4198830127716064 (2.3207867940266924) | > loss_disc_real_0: 0.16277840733528137 (0.18079236832757792) | > loss_disc_real_1: 0.2135751098394394 (0.19785400107502937) | > loss_disc_real_2: 0.21274082362651825 (0.2018317555387815) | > loss_disc_real_3: 0.24576598405838013 (0.22086624428629875) | > loss_disc_real_4: 0.29522356390953064 (0.23779476682345072) | > loss_disc_real_5: 0.2542274594306946 (0.20767237494389215) | > loss_0: 2.4198830127716064 (2.3207867940266924) | > loss_gen: 2.7691500186920166 (2.5968719124794006) | > loss_kl: 3.444145679473877 (3.1265411376953125) | > loss_feat: 5.900874614715576 (6.571988542874654) | > loss_mel: 16.645282745361328 (17.32400170962016) | > loss_duration: 2.3161673545837402 (2.3610600431760154) | > loss_1: 31.075620651245117 (31.980463186899826)  --> STEP: 13 | > loss_disc: 2.173664093017578 (2.3094696631798373) | > loss_disc_real_0: 0.23369240760803223 (0.1848616021183821) | > loss_disc_real_1: 0.24149976670742035 (0.20121136766213638) | > loss_disc_real_2: 0.22069142758846283 (0.20328249954260313) | > loss_disc_real_3: 0.1894191950559616 (0.21844724049934974) | > loss_disc_real_4: 0.21507051587104797 (0.23604674751941973) | > loss_disc_real_5: 0.15333998203277588 (0.20349296010457552) | > loss_0: 2.173664093017578 (2.3094696631798373) | > loss_gen: 2.816300392150879 (2.6137510263002834) | > loss_kl: 3.1034791469573975 (3.1247671384077806) | > loss_feat: 8.83182144165039 (6.74582184278048) | > loss_mel: 17.518875122070312 (17.338991972116325) | > loss_duration: 2.2787508964538574 (2.354728570351234) | > loss_1: 34.54922866821289 (32.17806053161622)  --> STEP: 14 | > loss_disc: 2.342421531677246 (2.3118233680725093) | > loss_disc_real_0: 0.17520174384117126 (0.18417161224143846) | > loss_disc_real_1: 0.22866201400756836 (0.20317212811538152) | > loss_disc_real_2: 0.2019394189119339 (0.20318656521184103) | > loss_disc_real_3: 0.24948248267173767 (0.22066404351166316) | > loss_disc_real_4: 0.2361607849597931 (0.236054893050875) | > loss_disc_real_5: 0.20340308547019958 (0.20348654048783438) | > loss_0: 2.342421531677246 (2.3118233680725093) | > loss_gen: 2.660449266433716 (2.617086614881243) | > loss_kl: 3.564345598220825 (3.156165599822998) | > loss_feat: 7.51192569732666 (6.800543546676636) | > loss_mel: 17.964139938354492 (17.383645398276194) | > loss_duration: 2.4294254779815674 (2.3600640637534007) | > loss_1: 34.130287170410156 (32.317505291530075)  --> STEP: 15 | > loss_disc: 2.5232105255126953 (2.3259158452351882) | > loss_disc_real_0: 0.36268705129623413 (0.19607264151175816) | > loss_disc_real_1: 0.19645172357559204 (0.2027241011460622) | > loss_disc_real_2: 0.1984378695487976 (0.2028699855009715) | > loss_disc_real_3: 0.2386789470911026 (0.2218650370836258) | > loss_disc_real_4: 0.2307187169790268 (0.23569914797941843) | > loss_disc_real_5: 0.2152070552110672 (0.20426790813604992) | > loss_0: 2.5232105255126953 (2.3259158452351882) | > loss_gen: 2.7046499252319336 (2.6229241689046225) | > loss_kl: 3.1632370948791504 (3.1566370328267417) | > loss_feat: 8.541728019714355 (6.916622511545817) | > loss_mel: 17.837116241455078 (17.41387678782145) | > loss_duration: 2.358776807785034 (2.3599782466888426) | > loss_1: 34.605506896972656 (32.47003873189291)  --> STEP: 16 | > loss_disc: 2.7255702018737793 (2.3508942425251003) | > loss_disc_real_0: 0.22711250185966492 (0.19801263278350234) | > loss_disc_real_1: 0.32647669315338135 (0.21045863814651966) | > loss_disc_real_2: 0.16857099533081055 (0.20072629861533642) | > loss_disc_real_3: 0.2140064537525177 (0.22137387562543154) | > loss_disc_real_4: 0.2454807162284851 (0.2363104959949851) | > loss_disc_real_5: 0.2625548541545868 (0.20791084226220846) | > loss_0: 2.7255702018737793 (2.3508942425251003) | > loss_gen: 2.4378726482391357 (2.6113584488630295) | > loss_kl: 2.715981960296631 (3.1290960907936096) | > loss_feat: 6.566341400146484 (6.894729942083359) | > loss_mel: 16.261079788208008 (17.34182697534561) | > loss_duration: 2.4131951332092285 (2.363304302096367) | > loss_1: 30.39447021484375 (32.34031569957734)  --> STEP: 17 | > loss_disc: 2.340862274169922 (2.3503041267395015) | > loss_disc_real_0: 0.18835341930389404 (0.19744444375529008) | > loss_disc_real_1: 0.21917018294334412 (0.21097108195809758) | > loss_disc_real_2: 0.2051854282617569 (0.2009886003592435) | > loss_disc_real_3: 0.27919965982437134 (0.22477539234301624) | > loss_disc_real_4: 0.22312918305397034 (0.23553512464551365) | > loss_disc_real_5: 0.19170424342155457 (0.2069575129186406) | > loss_0: 2.340862274169922 (2.3503041267395015) | > loss_gen: 2.6848974227905273 (2.6156842708587646) | > loss_kl: 2.252013683319092 (3.077503008000991) | > loss_feat: 7.5596113204956055 (6.933840611401727) | > loss_mel: 17.61190414428711 (17.35771386763629) | > loss_duration: 2.4545886516571045 (2.368673969717587) | > loss_1: 32.56301498413086 (32.35341565749225)  --> STEP: 18 | > loss_disc: 2.2448554039001465 (2.344445864359537) | > loss_disc_real_0: 0.14365850389003754 (0.19445633598499829) | > loss_disc_real_1: 0.23728147149085999 (0.21243277026547325) | > loss_disc_real_2: 0.17640046775341034 (0.19962259299225277) | > loss_disc_real_3: 0.18941476941108704 (0.2228109132912424) | > loss_disc_real_4: 0.25320401787757874 (0.23651672982507282) | > loss_disc_real_5: 0.24184532463550568 (0.20889572468068865) | > loss_0: 2.2448554039001465 (2.344445864359537) | > loss_gen: 2.646934986114502 (2.6174204217063055) | > loss_kl: 2.551427125930786 (3.048276570108202) | > loss_feat: 7.70142126083374 (6.976483980814616) | > loss_mel: 18.454906463623047 (17.418669011857773) | > loss_duration: 2.237851619720459 (2.361406061384413) | > loss_1: 33.5925407409668 (32.4222559399075)  --> STEP: 19 | > loss_disc: 2.350222587585449 (2.344749902424059) | > loss_disc_real_0: 0.2015593945980072 (0.19483018117515663) | > loss_disc_real_1: 0.19567647576332092 (0.21155086002851786) | > loss_disc_real_2: 0.16771942377090454 (0.19794347882270813) | > loss_disc_real_3: 0.23760417103767395 (0.22358950580421247) | > loss_disc_real_4: 0.23247018456459045 (0.23630375375873164) | > loss_disc_real_5: 0.22779999673366547 (0.20989068636768743) | > loss_0: 2.350222587585449 (2.344749902424059) | > loss_gen: 2.6212239265441895 (2.6176206061714575) | > loss_kl: 1.9695554971694946 (2.9915017767956384) | > loss_feat: 9.404196739196777 (7.1042583365189405) | > loss_mel: 16.75948143005371 (17.38397492860493) | > loss_duration: 2.3542368412017822 (2.36102873400638) | > loss_1: 33.10869598388672 (32.458384363274824)  --> STEP: 20 | > loss_disc: 2.609548807144165 (2.357989847660064) | > loss_disc_real_0: 0.17753586173057556 (0.19396546520292757) | > loss_disc_real_1: 0.24973885715007782 (0.21346025988459588) | > loss_disc_real_2: 0.20709337294101715 (0.19840097352862357) | > loss_disc_real_3: 0.22384117543697357 (0.2236020892858505) | > loss_disc_real_4: 0.24813945591449738 (0.23689553886651993) | > loss_disc_real_5: 0.18174055218696594 (0.20848317965865135) | > loss_0: 2.609548807144165 (2.357989847660064) | > loss_gen: 1.966907262802124 (2.5850849390029906) | > loss_kl: 2.6055655479431152 (2.9722049653530123) | > loss_feat: 3.9351799488067627 (6.945804417133331) | > loss_mel: 14.878052711486816 (17.258678817749022) | > loss_duration: 2.337066650390625 (2.359830629825592) | > loss_1: 25.7227725982666 (32.12160377502441)  --> STEP: 21 | > loss_disc: 2.1084158420562744 (2.3461053712027407) | > loss_disc_real_0: 0.07632626593112946 (0.18836359857093718) | > loss_disc_real_1: 0.21451669931411743 (0.2135105665240969) | > loss_disc_real_2: 0.17680692672729492 (0.19737268558570317) | > loss_disc_real_3: 0.17040249705314636 (0.22106877537000746) | > loss_disc_real_4: 0.19600431621074677 (0.2349483377876736) | > loss_disc_real_5: 0.16252048313617706 (0.2062944798242478) | > loss_0: 2.1084158420562744 (2.3461053712027407) | > loss_gen: 2.327808380126953 (2.572833674294608) | > loss_kl: 2.5979387760162354 (2.9543827658607844) | > loss_feat: 6.125526428222656 (6.906743560518537) | > loss_mel: 16.96605110168457 (17.244744164603098) | > loss_duration: 2.1665709018707275 (2.3506277856372653) | > loss_1: 30.183895111083984 (32.02933193388439)  --> STEP: 22 | > loss_disc: 2.3521265983581543 (2.3463790633461685) | > loss_disc_real_0: 0.2468326985836029 (0.19102128493514928) | > loss_disc_real_1: 0.21727457642555237 (0.21368165788325397) | > loss_disc_real_2: 0.1481715440750122 (0.19513627006248993) | > loss_disc_real_3: 0.20064577460289001 (0.2201404571533203) | > loss_disc_real_4: 0.22405120730400085 (0.23445301367477936) | > loss_disc_real_5: 0.17830504477024078 (0.2050222327763384) | > loss_0: 2.3521265983581543 (2.3463790633461685) | > loss_gen: 2.6034929752349854 (2.574227278882807) | > loss_kl: 1.8938663005828857 (2.9061774719845164) | > loss_feat: 9.98188304901123 (7.046522628177296) | > loss_mel: 21.296777725219727 (17.42892750826749) | > loss_duration: 2.199653387069702 (2.343765312975103) | > loss_1: 37.97567367553711 (32.29962019486861)  --> STEP: 23 | > loss_disc: 2.56121826171875 (2.35571989805802) | > loss_disc_real_0: 0.2676551938056946 (0.19435319401647733) | > loss_disc_real_1: 0.21443046629428864 (0.21371421477069025) | > loss_disc_real_2: 0.26947325468063354 (0.19836831287197446) | > loss_disc_real_3: 0.24329333007335663 (0.22114710380201755) | > loss_disc_real_4: 0.2518414855003357 (0.235209034188934) | > loss_disc_real_5: 0.27670541405677795 (0.20813889283200968) | > loss_0: 2.56121826171875 (2.35571989805802) | > loss_gen: 2.4727017879486084 (2.569813127103059) | > loss_kl: 2.8099405765533447 (2.901993259139683) | > loss_feat: 4.473014831542969 (6.934630984845369) | > loss_mel: 17.69383430480957 (17.440445195073668) | > loss_duration: 2.298462390899658 (2.3417956207109536) | > loss_1: 29.747953414916992 (32.18867816095767)  --> STEP: 24 | > loss_disc: 2.353739023208618 (2.3556373616059614) | > loss_disc_real_0: 0.17883041501045227 (0.19370641155789295) | > loss_disc_real_1: 0.20548522472381592 (0.21337134018540382) | > loss_disc_real_2: 0.21910545229911804 (0.19923236034810543) | > loss_disc_real_3: 0.27617189288139343 (0.22343980334699154) | > loss_disc_real_4: 0.30088189244270325 (0.23794540328284106) | > loss_disc_real_5: 0.20428569614887238 (0.2079783429702123) | > loss_0: 2.353739023208618 (2.3556373616059614) | > loss_gen: 2.8942270278930664 (2.5833303729693093) | > loss_kl: 2.3175253868103027 (2.877640431125959) | > loss_feat: 9.087418556213379 (7.0243304669857025) | > loss_mel: 17.52498435974121 (17.443967660268147) | > loss_duration: 2.3878161907196045 (2.343713144461314) | > loss_1: 34.211971282958984 (32.27298204104106)  --> STEP: 25 | > loss_disc: 2.388381242752075 (2.356947116851806) | > loss_disc_real_0: 0.13669954240322113 (0.1914261367917061) | > loss_disc_real_1: 0.2600068151950836 (0.21523675918579102) | > loss_disc_real_2: 0.24204161763191223 (0.2009447306394577) | > loss_disc_real_3: 0.2553309202194214 (0.22471544802188873) | > loss_disc_real_4: 0.24914515018463135 (0.23839339315891267) | > loss_disc_real_5: 0.23995068669319153 (0.20925723671913146) | > loss_0: 2.388381242752075 (2.356947116851806) | > loss_gen: 2.49609112739563 (2.579840803146362) | > loss_kl: 2.8082034587860107 (2.8748629522323608) | > loss_feat: 6.990018367767334 (7.022957983016968) | > loss_mel: 14.36686897277832 (17.320883712768556) | > loss_duration: 2.3527579307556152 (2.344074935913086) | > loss_1: 29.013940811157227 (32.14262039184571)  --> STEP: 26 | > loss_disc: 2.9261081218719482 (2.378837924737196) | > loss_disc_real_0: 0.3107683062553406 (0.1960162202326151) | > loss_disc_real_1: 0.2790699899196625 (0.21769188344478607) | > loss_disc_real_2: 0.18877321481704712 (0.20047659541551882) | > loss_disc_real_3: 0.21747101843357086 (0.22443681611464575) | > loss_disc_real_4: 0.22514155507087708 (0.2378837070786036) | > loss_disc_real_5: 0.2733059227466583 (0.2117206477201902) | > loss_0: 2.9261081218719482 (2.378837924737196) | > loss_gen: 1.9897994995117188 (2.557146906852722) | > loss_kl: 2.6313698291778564 (2.86549783211488) | > loss_feat: 4.287855625152588 (6.917761738483723) | > loss_mel: 9.924067497253418 (17.036390781402588) | > loss_duration: 2.2890632152557373 (2.341959100503188) | > loss_1: 21.122154235839844 (31.71875630892241) --> EVAL PERFORMANCE | > avg_loader_time: 0.002358372394855206 (-0.00015128575838529133) | > avg_loss_disc: 2.378837924737196 (-0.09915525179642959) | > avg_loss_disc_real_0: 0.1960162202326151 (+0.0986075013016279) | > avg_loss_disc_real_1: 0.21769188344478607 (+0.029751272728809952) | > avg_loss_disc_real_2: 0.20047659541551882 (+0.022143312371694118) | > avg_loss_disc_real_3: 0.22443681611464575 (-0.0032480725875267402) | > avg_loss_disc_real_4: 0.2378837070786036 (+0.005437062909969925) | > avg_loss_disc_real_5: 0.2117206477201902 (-0.0006241861444253038) | > avg_loss_0: 2.378837924737196 (-0.09915525179642959) | > avg_loss_gen: 2.557146906852722 (+0.5298076501259441) | > avg_loss_kl: 2.86549783211488 (-0.12100524627245379) | > avg_loss_feat: 6.917761738483723 (-0.06543582219343858) | > avg_loss_mel: 17.036390781402588 (-0.45576099249032964) | > avg_loss_duration: 2.341959100503188 (+0.016313369457538585) | > avg_loss_1: 31.71875630892241 (-0.09608070666972779)  > EPOCH: 587/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:03:50)   --> TIME: 2024-06-11 17:03:56 -- STEP: 14/330 -- GLOBAL_STEP: 281725 | > loss_disc: 2.364377498626709 (2.371522205216544) | > loss_disc_real_0: 0.1113068088889122 (0.1001937777868339) | > loss_disc_real_1: 0.2010532170534134 (0.18929538024323328) | > loss_disc_real_2: 0.22896286845207214 (0.21034579617636545) | > loss_disc_real_3: 0.2379639446735382 (0.22716841740267618) | > loss_disc_real_4: 0.22097212076187134 (0.23904841712542943) | > loss_disc_real_5: 0.19639848172664642 (0.2288686047707285) | > loss_0: 2.364377498626709 (2.371522205216544) | > grad_norm_0: tensor(13.6181, device='cuda:0') (tensor(10.3173, device='cuda:0')) | > loss_gen: 2.5285871028900146 (2.472628014428275) | > loss_kl: 1.9432705640792847 (1.8770994799477714) | > loss_feat: 7.022121429443359 (6.7935024329594205) | > loss_mel: 17.519203186035156 (18.007942063467844) | > loss_duration: 2.0262269973754883 (2.085334760802133) | > loss_1: 31.039409637451172 (31.236506598336355) | > grad_norm_1: tensor(276.6955, device='cuda:0') (tensor(120.3535, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.3493 (0.3607173647199358) | > loader_time: 0.0028 (0.0032025064740862164)  --> TIME: 2024-06-11 17:04:05 -- STEP: 39/330 -- GLOBAL_STEP: 281750 | > loss_disc: 2.366680383682251 (2.370181805048234) | > loss_disc_real_0: 0.16255293786525726 (0.10688579158905225) | > loss_disc_real_1: 0.18840771913528442 (0.19578773967730692) | > loss_disc_real_2: 0.21724030375480652 (0.21263102155465347) | > loss_disc_real_3: 0.19767171144485474 (0.22831926972438127) | > loss_disc_real_4: 0.2073754519224167 (0.236355130871137) | > loss_disc_real_5: 0.20989634096622467 (0.2268730444021714) | > loss_0: 2.366680383682251 (2.370181805048234) | > grad_norm_0: tensor(8.7779, device='cuda:0') (tensor(10.3468, device='cuda:0')) | > loss_gen: 2.5235753059387207 (2.480705047265077) | > loss_kl: 2.065563678741455 (1.8977802258271437) | > loss_feat: 6.678443908691406 (6.903607172843738) | > loss_mel: 17.223203659057617 (17.805314430823692) | > loss_duration: 2.0164954662323 (2.0314672757417727) | > loss_1: 30.507280349731445 (31.11887403634878) | > grad_norm_1: tensor(151.7240, device='cuda:0') (tensor(128.7558, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.3474 (0.35884617536495894) | > loader_time: 0.0032 (0.003395746915768354)  --> TIME: 2024-06-11 17:04:14 -- STEP: 64/330 -- GLOBAL_STEP: 281775 | > loss_disc: 2.339879274368286 (2.3661084547638893) | > loss_disc_real_0: 0.11771935224533081 (0.10718645120505244) | > loss_disc_real_1: 0.2149958461523056 (0.1967348821926862) | > loss_disc_real_2: 0.21429277956485748 (0.2123097765725106) | > loss_disc_real_3: 0.2456972450017929 (0.23092240653932095) | > loss_disc_real_4: 0.2223883718252182 (0.23471926781348884) | > loss_disc_real_5: 0.24318604171276093 (0.22621570038609207) | > loss_0: 2.339879274368286 (2.3661084547638893) | > grad_norm_0: tensor(10.5337, device='cuda:0') (tensor(10.1003, device='cuda:0')) | > loss_gen: 2.6506295204162598 (2.482234448194504) | > loss_kl: 2.126161575317383 (1.9160331208258867) | > loss_feat: 7.811445236206055 (6.957963980734348) | > loss_mel: 17.702428817749023 (17.76967743039131) | > loss_duration: 2.0158262252807617 (2.012973636388779) | > loss_1: 32.30649185180664 (31.13888257741928) | > grad_norm_1: tensor(128.8701, device='cuda:0') (tensor(121.5352, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.3765 (0.3609374277293682) | > loader_time: 0.0041 (0.0035630427300930023)  --> TIME: 2024-06-11 17:04:24 -- STEP: 89/330 -- GLOBAL_STEP: 281800 | > loss_disc: 2.4755308628082275 (2.365327872587054) | > loss_disc_real_0: 0.11328497529029846 (0.10998717402474265) | > loss_disc_real_1: 0.20956215262413025 (0.19867910310793457) | > loss_disc_real_2: 0.25666543841362 (0.21242565619811582) | > loss_disc_real_3: 0.21428139507770538 (0.23026553516307574) | > loss_disc_real_4: 0.21167977154254913 (0.23317870547932185) | > loss_disc_real_5: 0.20366185903549194 (0.22437952810458922) | > loss_0: 2.4755308628082275 (2.365327872587054) | > grad_norm_0: tensor(23.9065, device='cuda:0') (tensor(10.5619, device='cuda:0')) | > loss_gen: 2.317242383956909 (2.478199369451973) | > loss_kl: 1.8499282598495483 (1.9360500962546703) | > loss_feat: 6.318524360656738 (6.943565695473318) | > loss_mel: 16.716678619384766 (17.692089423704687) | > loss_duration: 2.009620428085327 (2.0054636229290064) | > loss_1: 29.211994171142578 (31.055368230583962) | > grad_norm_1: tensor(303.0636, device='cuda:0') (tensor(126.3450, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.3639 (0.3656940192319034) | > loader_time: 0.0043 (0.003693602058324921)  --> TIME: 2024-06-11 17:04:34 -- STEP: 114/330 -- GLOBAL_STEP: 281825 | > loss_disc: 2.3019046783447266 (2.362072415519178) | > loss_disc_real_0: 0.09824087470769882 (0.11206742095058425) | > loss_disc_real_1: 0.19672821462154388 (0.19794063649156637) | > loss_disc_real_2: 0.23512354493141174 (0.21212703251002127) | > loss_disc_real_3: 0.22915148735046387 (0.2294020817468041) | > loss_disc_real_4: 0.23708193004131317 (0.2322829172276614) | > loss_disc_real_5: 0.2232222706079483 (0.22353959841686383) | > loss_0: 2.3019046783447266 (2.362072415519178) | > grad_norm_0: tensor(23.5665, device='cuda:0') (tensor(12.1245, device='cuda:0')) | > loss_gen: 2.4343128204345703 (2.476456504119071) | > loss_kl: 1.9860517978668213 (1.9419327629239935) | > loss_feat: 6.959611415863037 (6.95702292208086) | > loss_mel: 17.909360885620117 (17.667495761001316) | > loss_duration: 2.0411839485168457 (2.0067689178282766) | > loss_1: 31.330520629882812 (31.049676844948216) | > grad_norm_1: tensor(236.5434, device='cuda:0') (tensor(138.3709, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.4078 (0.36911928862856147) | > loader_time: 0.0047 (0.003800896176120691)  --> TIME: 2024-06-11 17:04:44 -- STEP: 139/330 -- GLOBAL_STEP: 281850 | > loss_disc: 2.314362049102783 (2.3672421493118607) | > loss_disc_real_0: 0.1282522976398468 (0.11267536487296331) | > loss_disc_real_1: 0.23056161403656006 (0.1983729537656839) | > loss_disc_real_2: 0.15958674252033234 (0.2124725444068154) | > loss_disc_real_3: 0.22125378251075745 (0.2299024554894125) | > loss_disc_real_4: 0.2361423373222351 (0.2326604578134825) | > loss_disc_real_5: 0.1965847611427307 (0.22370794758522253) | > loss_0: 2.314362049102783 (2.3672421493118607) | > grad_norm_0: tensor(27.8977, device='cuda:0') (tensor(13.6087, device='cuda:0')) | > loss_gen: 2.5861096382141113 (2.4700369165955696) | > loss_kl: 2.05989146232605 (1.9526621017524664) | > loss_feat: 7.431916236877441 (6.944293375495526) | > loss_mel: 16.969642639160156 (17.649904635312744) | > loss_duration: 2.0674843788146973 (2.011615630534057) | > loss_1: 31.11504364013672 (31.028512639107465) | > grad_norm_1: tensor(329.4614, device='cuda:0') (tensor(160.5882, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.411 (0.3730926582281538) | > loader_time: 0.0046 (0.003939921907383761)  --> TIME: 2024-06-11 17:04:54 -- STEP: 164/330 -- GLOBAL_STEP: 281875 | > loss_disc: 2.33384108543396 (2.3651294679176518) | > loss_disc_real_0: 0.14877595007419586 (0.11389446104081666) | > loss_disc_real_1: 0.21276924014091492 (0.1977881574776115) | > loss_disc_real_2: 0.22342629730701447 (0.2126482208145828) | > loss_disc_real_3: 0.24469594657421112 (0.23026528600149038) | > loss_disc_real_4: 0.2328627109527588 (0.23202726135893567) | > loss_disc_real_5: 0.25722724199295044 (0.22328161729908572) | > loss_0: 2.33384108543396 (2.3651294679176518) | > grad_norm_0: tensor(12.7141, device='cuda:0') (tensor(16.6249, device='cuda:0')) | > loss_gen: 2.646672248840332 (2.4806828542453494) | > loss_kl: 1.9257755279541016 (1.9571082817345131) | > loss_feat: 7.260056972503662 (6.973785249198356) | > loss_mel: 17.784433364868164 (17.63877968671845) | > loss_duration: 2.0854642391204834 (2.015362551299539) | > loss_1: 31.702404022216797 (31.06571865081787) | > grad_norm_1: tensor(376.9647, device='cuda:0') (tensor(183.3841, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.389 (0.3751971183753596) | > loader_time: 0.0045 (0.0040589222093907786)  --> TIME: 2024-06-11 17:05:03 -- STEP: 189/330 -- GLOBAL_STEP: 281900 | > loss_disc: 2.408468246459961 (2.3662694610615898) | > loss_disc_real_0: 0.12430430948734283 (0.11393824964761734) | > loss_disc_real_1: 0.22427667677402496 (0.19781811566895283) | > loss_disc_real_2: 0.26970359683036804 (0.21301545100237326) | > loss_disc_real_3: 0.2367679476737976 (0.23021926797887005) | > loss_disc_real_4: 0.22716495394706726 (0.2315734531828966) | > loss_disc_real_5: 0.2171083241701126 (0.22328232071071705) | > loss_0: 2.408468246459961 (2.3662694610615898) | > grad_norm_0: tensor(7.4001, device='cuda:0') (tensor(18.5558, device='cuda:0')) | > loss_gen: 2.542759656906128 (2.4824570373252595) | > loss_kl: 2.139699697494507 (1.9663803280976715) | > loss_feat: 6.423277854919434 (6.966959128304134) | > loss_mel: 17.21837615966797 (17.584591981595146) | > loss_duration: 2.1114518642425537 (2.022765036613224) | > loss_1: 30.435564041137695 (31.023153567440296) | > grad_norm_1: tensor(452.0170, device='cuda:0') (tensor(204.9528, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.3949 (0.37655693387228345) | > loader_time: 0.0047 (0.004139029790484717)  --> TIME: 2024-06-11 17:05:14 -- STEP: 214/330 -- GLOBAL_STEP: 281925 | > loss_disc: 2.324972152709961 (2.3678173718051387) | > loss_disc_real_0: 0.09897376596927643 (0.11562331172280779) | > loss_disc_real_1: 0.19249466061592102 (0.19816566014958323) | > loss_disc_real_2: 0.2179821878671646 (0.21317248394556135) | > loss_disc_real_3: 0.24986431002616882 (0.22997132855876584) | > loss_disc_real_4: 0.2534652054309845 (0.23148965675418623) | > loss_disc_real_5: 0.24941331148147583 (0.22324573311293236) | > loss_0: 2.324972152709961 (2.3678173718051387) | > grad_norm_0: tensor(26.9764, device='cuda:0') (tensor(21.5287, device='cuda:0')) | > loss_gen: 2.61775803565979 (2.4853704777833463) | > loss_kl: 2.009174108505249 (1.9735062517852426) | > loss_feat: 6.715041160583496 (6.978030456560794) | > loss_mel: 16.751005172729492 (17.576991553618534) | > loss_duration: 2.130481243133545 (2.0308687157720064) | > loss_1: 30.223459243774414 (31.044767531279092) | > grad_norm_1: tensor(464.7665, device='cuda:0') (tensor(223.7174, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.4063 (0.37897468838736276) | > loader_time: 0.0055 (0.0042354503524637665)  --> TIME: 2024-06-11 17:05:24 -- STEP: 239/330 -- GLOBAL_STEP: 281950 | > loss_disc: 2.3485469818115234 (2.367984772726084) | > loss_disc_real_0: 0.1180533617734909 (0.1161525724105007) | > loss_disc_real_1: 0.18369342386722565 (0.19873395237962574) | > loss_disc_real_2: 0.24451084434986115 (0.21324609001810083) | > loss_disc_real_3: 0.2263794243335724 (0.22967652907930158) | > loss_disc_real_4: 0.21817559003829956 (0.23082063580906043) | > loss_disc_real_5: 0.23206168413162231 (0.22280296602259123) | > loss_0: 2.3485469818115234 (2.367984772726084) | > grad_norm_0: tensor(7.2373, device='cuda:0') (tensor(22.1891, device='cuda:0')) | > loss_gen: 2.5520663261413574 (2.483829699799606) | > loss_kl: 1.9072265625 (1.9768342921923394) | > loss_feat: 6.9795989990234375 (6.9797273599951835) | > loss_mel: 17.431848526000977 (17.530168932352115) | > loss_duration: 2.0924925804138184 (2.039111431173702) | > loss_1: 30.963233947753906 (31.009671821753848) | > grad_norm_1: tensor(82.2519, device='cuda:0') (tensor(233.6382, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.4076 (0.3823392431107525) | > loader_time: 0.0054 (0.004354178656095239)  --> TIME: 2024-06-11 17:05:35 -- STEP: 264/330 -- GLOBAL_STEP: 281975 | > loss_disc: 2.3980345726013184 (2.3700988337849136) | > loss_disc_real_0: 0.09835992753505707 (0.11668076192621481) | > loss_disc_real_1: 0.21106071770191193 (0.19879575914731534) | > loss_disc_real_2: 0.23006103932857513 (0.21347649378532713) | > loss_disc_real_3: 0.2759491205215454 (0.22972181461977237) | > loss_disc_real_4: 0.2712435722351074 (0.23104769420443158) | > loss_disc_real_5: 0.2667018175125122 (0.22310695656095492) | > loss_0: 2.3980345726013184 (2.3700988337849136) | > grad_norm_0: tensor(24.3947, device='cuda:0') (tensor(22.6654, device='cuda:0')) | > loss_gen: 2.569216012954712 (2.4805194581999928) | > loss_kl: 2.0271553993225098 (1.9807220647732418) | > loss_feat: 6.712307929992676 (6.9902928634123365) | > loss_mel: 17.29323387145996 (17.50204953280363) | > loss_duration: 2.146111011505127 (2.0466639268578932) | > loss_1: 30.748023986816406 (31.00024791919824) | > grad_norm_1: tensor(217.1748, device='cuda:0') (tensor(239.4218, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.4421 (0.3880793741255095) | > loader_time: 0.0064 (0.004509494160160873)  --> TIME: 2024-06-11 17:05:47 -- STEP: 289/330 -- GLOBAL_STEP: 282000 | > loss_disc: 2.424928665161133 (2.371477398492887) | > loss_disc_real_0: 0.08072295784950256 (0.11723686962236995) | > loss_disc_real_1: 0.2212955355644226 (0.19933565352821028) | > loss_disc_real_2: 0.21403123438358307 (0.21357677809919864) | > loss_disc_real_3: 0.23054465651512146 (0.2296166604571689) | > loss_disc_real_4: 0.27218663692474365 (0.23103096013869387) | > loss_disc_real_5: 0.25535762310028076 (0.2232584269092157) | > loss_0: 2.424928665161133 (2.371477398492887) | > grad_norm_0: tensor(36.8277, device='cuda:0') (tensor(23.6873, device='cuda:0')) | > loss_gen: 2.443274974822998 (2.477670043397527) | > loss_kl: 2.0621726512908936 (1.9888464690904717) | > loss_feat: 6.66299295425415 (6.988484940314377) | > loss_mel: 16.334030151367188 (17.446542409877054) | > loss_duration: 2.2040600776672363 (2.0560696756138537) | > loss_1: 29.706531524658203 (30.95761363811559) | > grad_norm_1: tensor(467.5286, device='cuda:0') (tensor(251.4441, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.4647 (0.393717096751124) | > loader_time: 0.0068 (0.004676773473878219) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_282000.pth  --> TIME: 2024-06-11 17:06:04 -- STEP: 314/330 -- GLOBAL_STEP: 282025 | > loss_disc: 2.3434600830078125 (2.3703147636097732) | > loss_disc_real_0: 0.1127869114279747 (0.11821687229831887) | > loss_disc_real_1: 0.2398379147052765 (0.1993747040819211) | > loss_disc_real_2: 0.21693862974643707 (0.21344111693702686) | > loss_disc_real_3: 0.21095141768455505 (0.2292233235706949) | > loss_disc_real_4: 0.18688862025737762 (0.23080127420508942) | > loss_disc_real_5: 0.19346000254154205 (0.2228282131966512) | > loss_0: 2.3434600830078125 (2.3703147636097732) | > grad_norm_0: tensor(39.8581, device='cuda:0') (tensor(25.5578, device='cuda:0')) | > loss_gen: 2.527745485305786 (2.4794033317808895) | > loss_kl: 2.0725035667419434 (1.9935006123439523) | > loss_feat: 8.197649002075195 (7.000775197508988) | > loss_mel: 17.527151107788086 (17.403145474233455) | > loss_duration: 2.26845645904541 (2.0686227656473792) | > loss_1: 32.593505859375 (30.945447466176027) | > grad_norm_1: tensor(399.6470, device='cuda:0') (tensor(265.4731, device='cuda:0')) | > current_lr_0: 0.00018584960664611383 | > current_lr_1: 0.00018584960664611383 | > step_time: 0.5371 (0.4023414311135651) | > loader_time: 0.0077 (0.004900217815569251)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6263134479522705 (2.6263134479522705) | > loss_disc_real_0: 0.04328014701604843 (0.04328014701604843) | > loss_disc_real_1: 0.13997554779052734 (0.13997554779052734) | > loss_disc_real_2: 0.24349233508110046 (0.24349233508110046) | > loss_disc_real_3: 0.24245035648345947 (0.24245035648345947) | > loss_disc_real_4: 0.29837411642074585 (0.29837411642074585) | > loss_disc_real_5: 0.27715396881103516 (0.27715396881103516) | > loss_0: 2.6263134479522705 (2.6263134479522705) | > loss_gen: 1.884073257446289 (1.884073257446289) | > loss_kl: 2.6480472087860107 (2.6480472087860107) | > loss_feat: 6.201749324798584 (6.201749324798584) | > loss_mel: 14.475263595581055 (14.475263595581055) | > loss_duration: 3.053992748260498 (3.053992748260498) | > loss_1: 28.263126373291016 (28.263126373291016)  --> STEP: 1 | > loss_disc: 2.391758918762207 (2.391758918762207) | > loss_disc_real_0: 0.06509234011173248 (0.06509234011173248) | > loss_disc_real_1: 0.12700259685516357 (0.12700259685516357) | > loss_disc_real_2: 0.14664623141288757 (0.14664623141288757) | > loss_disc_real_3: 0.23968203365802765 (0.23968203365802765) | > loss_disc_real_4: 0.23845404386520386 (0.23845404386520386) | > loss_disc_real_5: 0.29112735390663147 (0.29112735390663147) | > loss_0: 2.391758918762207 (2.391758918762207) | > loss_gen: 1.9571993350982666 (1.9571993350982666) | > loss_kl: 2.7936995029449463 (2.7936995029449463) | > loss_feat: 6.63909387588501 (6.63909387588501) | > loss_mel: 18.503376007080078 (18.503376007080078) | > loss_duration: 2.404008388519287 (2.404008388519287) | > loss_1: 32.2973747253418 (32.2973747253418)  --> STEP: 2 | > loss_disc: 2.1134226322174072 (2.252590775489807) | > loss_disc_real_0: 0.06545324623584747 (0.06527279317378998) | > loss_disc_real_1: 0.15058280527591705 (0.1387927010655403) | > loss_disc_real_2: 0.2202136516571045 (0.18342994153499603) | > loss_disc_real_3: 0.1536022126674652 (0.19664212316274643) | > loss_disc_real_4: 0.16528183221817017 (0.201867938041687) | > loss_disc_real_5: 0.1707264631986618 (0.23092690855264664) | > loss_0: 2.1134226322174072 (2.252590775489807) | > loss_gen: 2.1597256660461426 (2.0584625005722046) | > loss_kl: 2.9369914531707764 (2.8653454780578613) | > loss_feat: 5.745805263519287 (6.192449569702148) | > loss_mel: 17.423494338989258 (17.963435173034668) | > loss_duration: 2.518786907196045 (2.461397647857666) | > loss_1: 30.78480339050293 (31.541089057922363)  --> STEP: 3 | > loss_disc: 2.4059433937072754 (2.30370831489563) | > loss_disc_real_0: 0.09145960211753845 (0.0740017294883728) | > loss_disc_real_1: 0.10136251151561737 (0.126315971215566) | > loss_disc_real_2: 0.14887735247612 (0.171912411848704) | > loss_disc_real_3: 0.18398943543434143 (0.19242456058661142) | > loss_disc_real_4: 0.2656489610671997 (0.22312827905019125) | > loss_disc_real_5: 0.2658727467060089 (0.24257552127043405) | > loss_0: 2.4059433937072754 (2.30370831489563) | > loss_gen: 2.0097742080688477 (2.0422330697377524) | > loss_kl: 3.7773823738098145 (3.1693577766418457) | > loss_feat: 6.683036804199219 (6.355978647867839) | > loss_mel: 16.787857055664062 (17.5715758005778) | > loss_duration: 2.3420445919036865 (2.4216132958730063) | > loss_1: 31.600093841552734 (31.560757319132488)  --> STEP: 4 | > loss_disc: 2.5608859062194824 (2.368002712726593) | > loss_disc_real_0: 0.056359969079494476 (0.06959128938615322) | > loss_disc_real_1: 0.10393434017896652 (0.12072056345641613) | > loss_disc_real_2: 0.19772087037563324 (0.17836452648043633) | > loss_disc_real_3: 0.1833074688911438 (0.19014528766274452) | > loss_disc_real_4: 0.1384422481060028 (0.20195677131414413) | > loss_disc_real_5: 0.2001245617866516 (0.23196278139948845) | > loss_0: 2.5608859062194824 (2.368002712726593) | > loss_gen: 1.6615252494812012 (1.9470561146736145) | > loss_kl: 3.3888282775878906 (3.224225401878357) | > loss_feat: 7.7045440673828125 (6.693120002746582) | > loss_mel: 18.896467208862305 (17.902798652648926) | > loss_duration: 2.313568115234375 (2.3946020007133484) | > loss_1: 33.964935302734375 (32.16180181503296)  --> STEP: 5 | > loss_disc: 2.378096103668213 (2.370021390914917) | > loss_disc_real_0: 0.23364245891571045 (0.10240152329206467) | > loss_disc_real_1: 0.1618041694164276 (0.12893728464841842) | > loss_disc_real_2: 0.22954988479614258 (0.18860159814357758) | > loss_disc_real_3: 0.21974803507328033 (0.19606583714485168) | > loss_disc_real_4: 0.24780891835689545 (0.2111272007226944) | > loss_disc_real_5: 0.18667960166931152 (0.22290614545345305) | > loss_0: 2.378096103668213 (2.370021390914917) | > loss_gen: 2.3071234226226807 (2.0190695762634276) | > loss_kl: 2.269378662109375 (3.0332560539245605) | > loss_feat: 5.338573932647705 (6.422210788726806) | > loss_mel: 17.881587982177734 (17.898556518554688) | > loss_duration: 2.364844799041748 (2.3886505603790282) | > loss_1: 30.161508560180664 (31.7617431640625)  --> STEP: 6 | > loss_disc: 2.2704086303710938 (2.3534192641576133) | > loss_disc_real_0: 0.041965123265981674 (0.09232878995438416) | > loss_disc_real_1: 0.1663157194852829 (0.13516702378789583) | > loss_disc_real_2: 0.18235771358013153 (0.18756095071633658) | > loss_disc_real_3: 0.2239730954170227 (0.2007170468568802) | > loss_disc_real_4: 0.27291762828826904 (0.22142560531695685) | > loss_disc_real_5: 0.17877207696437836 (0.2155504673719406) | > loss_0: 2.2704086303710938 (2.3534192641576133) | > loss_gen: 2.2057743072509766 (2.050187031428019) | > loss_kl: 2.6187679767608643 (2.9641747077306113) | > loss_feat: 5.46304178237915 (6.262349287668864) | > loss_mel: 17.792844772338867 (17.880937894185383) | > loss_duration: 2.217437505722046 (2.3601150512695312) | > loss_1: 30.297866821289062 (31.51776377360026)  --> STEP: 7 | > loss_disc: 2.299138069152832 (2.3456648077283586) | > loss_disc_real_0: 0.07577643543481827 (0.08996416788016047) | > loss_disc_real_1: 0.14952664077281952 (0.13721839764288493) | > loss_disc_real_2: 0.23127268254756927 (0.19380548383508409) | > loss_disc_real_3: 0.19472108781337738 (0.19986048127923692) | > loss_disc_real_4: 0.2134627252817154 (0.22028805102620805) | > loss_disc_real_5: 0.18783381581306458 (0.2115909457206726) | > loss_0: 2.299138069152832 (2.3456648077283586) | > loss_gen: 2.0636940002441406 (2.0521165984017506) | > loss_kl: 4.158194541931152 (3.13474896975926) | > loss_feat: 7.467213153839111 (6.434472697121756) | > loss_mel: 18.92621612548828 (18.030263355800084) | > loss_duration: 2.5406792163848877 (2.3859099320002963) | > loss_1: 35.15599822998047 (32.03751155308315)  --> STEP: 8 | > loss_disc: 2.3888161182403564 (2.3510587215423584) | > loss_disc_real_0: 0.06795122474431992 (0.0872125499881804) | > loss_disc_real_1: 0.09710437804460526 (0.13220414519309998) | > loss_disc_real_2: 0.22264428436756134 (0.19741033390164375) | > loss_disc_real_3: 0.19942031800746918 (0.19980546087026596) | > loss_disc_real_4: 0.2584684491157532 (0.2250606007874012) | > loss_disc_real_5: 0.2837713956832886 (0.2206135019659996) | > loss_0: 2.3888161182403564 (2.3510587215423584) | > loss_gen: 2.1567130088806152 (2.065191149711609) | > loss_kl: 3.128122568130493 (3.133920669555664) | > loss_feat: 10.044671058654785 (6.885747492313385) | > loss_mel: 19.764739990234375 (18.24707293510437) | > loss_duration: 2.314274311065674 (2.3769554793834686) | > loss_1: 37.40851974487305 (32.708887577056885)  --> STEP: 9 | > loss_disc: 2.3232831954956055 (2.347972551981608) | > loss_disc_real_0: 0.12721112370491028 (0.09165683595670594) | > loss_disc_real_1: 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loss_disc_real_4: 0.2138068526983261 (0.2216036722064018) | > loss_disc_real_5: 0.2132638394832611 (0.2128641813993454) | > loss_0: 2.350315570831299 (2.3482068538665772) | > loss_gen: 2.323094367980957 (2.0898024082183837) | > loss_kl: 2.8040945529937744 (2.9894991636276247) | > loss_feat: 6.598875045776367 (7.1340007305145265) | > loss_mel: 17.156932830810547 (18.311813354492188) | > loss_duration: 2.3951969146728516 (2.352383351325989) | > loss_1: 31.2781925201416 (32.87749881744385)  --> STEP: 11 | > loss_disc: 2.252326250076294 (2.339490435340188) | > loss_disc_real_0: 0.07918690890073776 (0.09488413245840506) | > loss_disc_real_1: 0.09648483246564865 (0.12388286062262276) | > loss_disc_real_2: 0.1379062980413437 (0.20029649815776132) | > loss_disc_real_3: 0.1955595165491104 (0.2050862894816832) | > loss_disc_real_4: 0.22643709182739258 (0.22204307399012826) | > loss_disc_real_5: 0.22137239575386047 (0.21363765543157404) | > loss_0: 2.252326250076294 (2.339490435340188) | > loss_gen: 2.074352741241455 (2.088397893038663) | > loss_kl: 3.937593698501587 (3.075689575888894) | > loss_feat: 6.920604705810547 (7.114601091905073) | > loss_mel: 17.525331497192383 (18.24031500382857) | > loss_duration: 2.509676933288574 (2.366682767868042) | > loss_1: 32.967559814453125 (32.88568618080833)  --> STEP: 12 | > loss_disc: 2.5672006607055664 (2.3584662874539695) | > loss_disc_real_0: 0.10101725161075592 (0.09539522572110097) | > loss_disc_real_1: 0.11792664229869843 (0.12338650909562905) | > loss_disc_real_2: 0.23833119869232178 (0.20346605653564134) | > loss_disc_real_3: 0.19514870643615723 (0.2042581575612227) | > loss_disc_real_4: 0.21894517540931702 (0.22178491577506065) | > loss_disc_real_5: 0.2717285454273224 (0.21847856293121973) | > loss_0: 2.5672006607055664 (2.3584662874539695) | > loss_gen: 1.8548028469085693 (2.0689316391944885) | > loss_kl: 2.578519821166992 (3.034258762995402) | > loss_feat: 6.234088897705078 (7.041225075721741) | > loss_mel: 17.99968719482422 (18.22026268641154) | > loss_duration: 2.257040023803711 (2.357545872529348) | > loss_1: 30.92413902282715 (32.72222391764323)  --> STEP: 13 | > loss_disc: 2.4840307235717773 (2.368125090232262) | > loss_disc_real_0: 0.1305241584777832 (0.09809745131776883) | > loss_disc_real_1: 0.18835818767547607 (0.12838433052484804) | > loss_disc_real_2: 0.17030349373817444 (0.20091509016660544) | > loss_disc_real_3: 0.2243175059556961 (0.20580118436079758) | > loss_disc_real_4: 0.25309085845947266 (0.22419306521232313) | > loss_disc_real_5: 0.1867712289094925 (0.21603953723724073) | > loss_0: 2.4840307235717773 (2.368125090232262) | > loss_gen: 1.9741489887237549 (2.061640666081355) | > loss_kl: 3.216252088546753 (3.0482582495762753) | > loss_feat: 5.477336406707764 (6.92092594733605) | > loss_mel: 16.42996597290039 (18.08254755460299) | > loss_duration: 2.2890007495880127 (2.35227317076463) | > loss_1: 29.38670539855957 (32.46564557002141)  --> STEP: 14 | > loss_disc: 2.2989635467529297 (2.3631849799837386) | > loss_disc_real_0: 0.0901087075471878 (0.09752682676272732) | > loss_disc_real_1: 0.13437531888484955 (0.12881225826484816) | > loss_disc_real_2: 0.20855458080768585 (0.20146076806953975) | > loss_disc_real_3: 0.15946395695209503 (0.20249138240303313) | > loss_disc_real_4: 0.19255459308624268 (0.22193317434617452) | > loss_disc_real_5: 0.17814701795578003 (0.21333292871713638) | > loss_0: 2.2989635467529297 (2.3631849799837386) | > loss_gen: 2.021702766418457 (2.0587879589625766) | > loss_kl: 3.3582406044006348 (3.0703998463494435) | > loss_feat: 6.441347122192383 (6.886670316968646) | > loss_mel: 18.006507873535156 (18.07711614881243) | > loss_duration: 2.3960483074188232 (2.355399966239929) | > loss_1: 32.223846435546875 (32.448374203273225)  --> STEP: 15 | > loss_disc: 2.703490734100342 (2.3858720302581786) | > loss_disc_real_0: 0.0690145269036293 (0.0956260067721208) | > loss_disc_real_1: 0.11461283266544342 (0.1278656298915545) | > loss_disc_real_2: 0.23358583450317383 (0.20360243916511536) | > loss_disc_real_3: 0.22746270895004272 (0.2041561375061671) | > loss_disc_real_4: 0.1944250464439392 (0.22009929915269216) | > loss_disc_real_5: 0.1830294281244278 (0.21131269534428915) | > loss_0: 2.703490734100342 (2.3858720302581786) | > loss_gen: 1.599009394645691 (2.028136054674784) | > loss_kl: 3.0154762268066406 (3.0667382717132567) | > loss_feat: 5.773244857788086 (6.812441953023275) | > loss_mel: 18.45900535583496 (18.1025754292806) | > loss_duration: 2.358065605163574 (2.3555776755015057) | > loss_1: 31.20479965209961 (32.365469233194986)  --> STEP: 16 | > loss_disc: 2.561366319656372 (2.396840423345566) | > loss_disc_real_0: 0.07975804805755615 (0.0946342593524605) | > loss_disc_real_1: 0.1508883535861969 (0.12930455012246966) | > loss_disc_real_2: 0.1601611226797104 (0.20088735688477755) | > loss_disc_real_3: 0.1554422378540039 (0.2011115187779069) | > loss_disc_real_4: 0.22016093134880066 (0.22010315116494894) | > loss_disc_real_5: 0.22917881608009338 (0.2124293278902769) | > loss_0: 2.561366319656372 (2.396840423345566) | > loss_gen: 1.8227068185806274 (2.0152967274188995) | > loss_kl: 2.5459747314453125 (3.0341905504465103) | > loss_feat: 6.813146114349365 (6.812485963106155) | > loss_mel: 17.676733016967773 (18.075960278511047) | > loss_duration: 2.4138360023498535 (2.3592188209295273) | > loss_1: 31.272396087646484 (32.297152161598206)  --> STEP: 17 | > loss_disc: 2.694251537322998 (2.414335194756003) | > loss_disc_real_0: 0.09634390473365784 (0.09473482672782506) | > loss_disc_real_1: 0.1777077168226242 (0.13215179522247875) | > loss_disc_real_2: 0.20510603487491608 (0.20113551441360922) | > loss_disc_real_3: 0.25992369651794434 (0.2045710586449679) | > loss_disc_real_4: 0.26314836740493774 (0.2226352227084777) | > loss_disc_real_5: 0.2789713740348816 (0.21634356589878306) | > loss_0: 2.694251537322998 (2.414335194756003) | > loss_gen: 1.8455171585083008 (2.00530969395357) | > loss_kl: 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2.2460556030273438 (2.3599236408869424) | > loss_1: 34.53142166137695 (32.28581396738688)  --> STEP: 19 | > loss_disc: 2.5769786834716797 (2.419560432434082) | > loss_disc_real_0: 0.11365500092506409 (0.09301742617236941) | > loss_disc_real_1: 0.18095313012599945 (0.13537807958690742) | > loss_disc_real_2: 0.20632968842983246 (0.199065279803778) | > loss_disc_real_3: 0.20544841885566711 (0.2031607000451339) | > loss_disc_real_4: 0.2319302260875702 (0.2217762313391033) | > loss_disc_real_5: 0.25217512249946594 (0.21686877545557523) | > loss_0: 2.5769786834716797 (2.419560432434082) | > loss_gen: 1.9430534839630127 (2.0050598069241174) | > loss_kl: 1.7455756664276123 (2.928587700191297) | > loss_feat: 5.184747695922852 (6.775762532886706) | > loss_mel: 17.25887680053711 (18.016815486707184) | > loss_duration: 2.355499267578125 (2.359690779133847) | > loss_1: 28.487754821777344 (32.085916117617955)  --> STEP: 20 | > loss_disc: 2.443840980529785 (2.420774459838867) | > loss_disc_real_0: 0.12056562304496765 (0.09439483601599932) | > loss_disc_real_1: 0.15695220232009888 (0.13645678572356698) | > loss_disc_real_2: 0.2718856632709503 (0.2027062989771366) | > loss_disc_real_3: 0.22418902814388275 (0.20421211645007134) | > loss_disc_real_4: 0.22873249650001526 (0.2221240445971489) | > loss_disc_real_5: 0.19000881910324097 (0.21552577763795852) | > loss_0: 2.443840980529785 (2.420774459838867) | > loss_gen: 2.1095874309539795 (2.010286188125611) | > loss_kl: 2.040759801864624 (2.8841963052749633) | > loss_feat: 6.393763542175293 (6.756662583351135) | > loss_mel: 18.93968963623047 (18.06295919418335) | > loss_duration: 2.3391354084014893 (2.358663010597229) | > loss_1: 31.82293701171875 (32.072767162323)  --> STEP: 21 | > loss_disc: 2.257059335708618 (2.4129785015469505) | > loss_disc_real_0: 0.09539381414651871 (0.09444240640316691) | > loss_disc_real_1: 0.17335933446884155 (0.13821404994953243) | > loss_disc_real_2: 0.18498021364212036 (0.20186219967546917) | > loss_disc_real_3: 0.16645868122577667 (0.20241433382034302) | > loss_disc_real_4: 0.2221948802471161 (0.2221274177233378) | > loss_disc_real_5: 0.23090535402297974 (0.21625813841819763) | > loss_0: 2.257059335708618 (2.4129785015469505) | > loss_gen: 2.1105942726135254 (2.0150627635774163) | > loss_kl: 3.468305826187134 (2.912011044366019) | > loss_feat: 4.83329963684082 (6.665073871612549) | > loss_mel: 16.088815689086914 (17.96895236060733) | > loss_duration: 2.215009927749634 (2.3518223876044866) | > loss_1: 28.71602439880371 (31.91292226882208)  --> STEP: 22 | > loss_disc: 2.3600950241088867 (2.4105747071179477) | > loss_disc_real_0: 0.05409761518239975 (0.0926085522567684) | > loss_disc_real_1: 0.12350763380527496 (0.1375455764884298) | > loss_disc_real_2: 0.17438028752803802 (0.20061302185058594) | > loss_disc_real_3: 0.17847199738025665 (0.20132604580033908) | > loss_disc_real_4: 0.2123706042766571 (0.22168392620303415) | > loss_disc_real_5: 0.23634056746959686 (0.21717097610235214) | > loss_0: 2.3600950241088867 (2.4105747071179477) | > loss_gen: 1.9011621475219727 (2.0098854628476235) | > loss_kl: 2.380908966064453 (2.887870040806857) | > loss_feat: 7.021302223205566 (6.6812660694122314) | > loss_mel: 20.23787498474121 (18.072085207158867) | > loss_duration: 2.2299387454986572 (2.3462822220542217) | > loss_1: 33.77118682861328 (31.99738883972168)  --> STEP: 23 | > loss_disc: 2.4622092247009277 (2.4128196861432945) | > loss_disc_real_0: 0.13848534226417542 (0.09460319530056871) | > loss_disc_real_1: 0.17482466995716095 (0.1391664066392442) | > loss_disc_real_2: 0.24545404314994812 (0.20256263147229733) | > loss_disc_real_3: 0.2057642638683319 (0.2015190118032953) | > loss_disc_real_4: 0.17614015936851501 (0.21970376242762027) | > loss_disc_real_5: 0.20058710873126984 (0.21644993839056595) | > loss_0: 2.4622092247009277 (2.4128196861432945) | > loss_gen: 1.9840152263641357 (2.008760669957037) | > loss_kl: 2.3511266708374023 (2.8645333725473154) | > loss_feat: 5.600464820861816 (6.6342747107796045) | > loss_mel: 17.079715728759766 (18.028938708098035) | > loss_duration: 2.265857219696045 (2.3427854828212573) | > loss_1: 29.281179428100586 (31.879292778346848)  --> STEP: 24 | > loss_disc: 2.42341947555542 (2.413261344035466) | > loss_disc_real_0: 0.09660445898771286 (0.09468658128753304) | > loss_disc_real_1: 0.11497363448143005 (0.13815837446600196) | > loss_disc_real_2: 0.19542282819747925 (0.20226513966917992) | > loss_disc_real_3: 0.18018534779548645 (0.20063010913630328) | > loss_disc_real_4: 0.18937948346138 (0.21844025080402693) | > loss_disc_real_5: 0.2061423808336258 (0.21602045682569346) | > loss_0: 2.42341947555542 (2.413261344035466) | > loss_gen: 1.8241945505142212 (2.001070414980253) | > loss_kl: 2.5822553634643555 (2.8527717888355255) | > loss_feat: 6.393028259277344 (6.6242227753003435) | > loss_mel: 17.302339553833008 (17.998663743336994) | > loss_duration: 2.4142158031463623 (2.3457617461681366) | > loss_1: 30.51603126525879 (31.822490215301514)  --> STEP: 25 | > loss_disc: 2.620023727416992 (2.4215318393707275) | > loss_disc_real_0: 0.0894535481929779 (0.09447725996375084) | > loss_disc_real_1: 0.16380104422569275 (0.1391840812563896) | > loss_disc_real_2: 0.33297479152679443 (0.2074935257434845) | > loss_disc_real_3: 0.2659633159637451 (0.20324343740940093) | > loss_disc_real_4: 0.2312423437833786 (0.21895233452320098) | > loss_disc_real_5: 0.3239339590072632 (0.22033699691295625) | > loss_0: 2.620023727416992 (2.4215318393707275) | > loss_gen: 2.141639232635498 (2.0066931676864628) | > loss_kl: 2.6534268856048584 (2.8447979927062987) | > loss_feat: 6.3886613845825195 (6.614800319671631) | > loss_mel: 17.099496841430664 (17.96269706726074) | > loss_duration: 2.354961395263672 (2.346129732131958) | > loss_1: 30.638187408447266 (31.775118103027342)  --> STEP: 26 | > loss_disc: 2.036266326904297 (2.4067139350450955) | > loss_disc_real_0: 0.04482824355363846 (0.09256768240951575) | > loss_disc_real_1: 0.14372369647026062 (0.13935868184153846) | > loss_disc_real_2: 0.15530957281589508 (0.20548645063088491) | > loss_disc_real_3: 0.14696776866912842 (0.20107898861169815) | > loss_disc_real_4: 0.15572385489940643 (0.21652046992228582) | > loss_disc_real_5: 0.23283520340919495 (0.22081769716281158) | > loss_0: 2.036266326904297 (2.4067139350450955) | > loss_gen: 2.3833327293395996 (2.021179304673122) | > loss_kl: 2.810389757156372 (2.8434745990313015) | > loss_feat: 11.679633140563965 (6.809601582013643) | > loss_mel: 20.330575942993164 (18.05376933171199) | > loss_duration: 2.3438162803649902 (2.346040753217844) | > loss_1: 39.54774475097656 (32.074065281794624) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024197926888099085 (+6.142029395470256e-05) | > avg_loss_disc: 2.4067139350450955 (+0.027876010307899435) | > avg_loss_disc_real_0: 0.09256768240951575 (-0.10344853782309936) | > avg_loss_disc_real_1: 0.13935868184153846 (-0.07833320160324761) | > avg_loss_disc_real_2: 0.20548645063088491 (+0.005009855215366094) | > avg_loss_disc_real_3: 0.20107898861169815 (-0.023357827502947598) | > avg_loss_disc_real_4: 0.21652046992228582 (-0.02136323715631777) | > avg_loss_disc_real_5: 0.22081769716281158 (+0.00909704944262138) | > avg_loss_0: 2.4067139350450955 (+0.027876010307899435) | > avg_loss_gen: 2.021179304673122 (-0.5359676021796003) | > avg_loss_kl: 2.8434745990313015 (-0.022023233083578564) | > avg_loss_feat: 6.809601582013643 (-0.10816015647007937) | > avg_loss_mel: 18.05376933171199 (+1.0173785503094024) | > avg_loss_duration: 2.346040753217844 (+0.004081652714655881) | > avg_loss_1: 32.074065281794624 (+0.35530897287221563)  > EPOCH: 588/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:06:34)   --> TIME: 2024-06-11 17:06:39 -- STEP: 9/330 -- GLOBAL_STEP: 282050 | > loss_disc: 2.449446678161621 (2.332097371419271) | > loss_disc_real_0: 0.12404683232307434 (0.10069736341635387) | > loss_disc_real_1: 0.22420662641525269 (0.19935115178426108) | > loss_disc_real_2: 0.22191455960273743 (0.20206962691413033) | > loss_disc_real_3: 0.22992801666259766 (0.22405093246036106) | > loss_disc_real_4: 0.22709700465202332 (0.2226206147008472) | > loss_disc_real_5: 0.21153569221496582 (0.222950612505277) | > loss_0: 2.449446678161621 (2.332097371419271) | > grad_norm_0: tensor(6.9818, device='cuda:0') (tensor(8.3909, device='cuda:0')) | > loss_gen: 2.430330991744995 (2.502369933658176) | > loss_kl: 2.018181324005127 (1.959873702791002) | > loss_feat: 6.395283222198486 (6.765231980217828) | > loss_mel: 18.337507247924805 (18.017791536119248) | > loss_duration: 2.0679068565368652 (2.1379473209381104) | > loss_1: 31.249210357666016 (31.38321410285102) | > grad_norm_1: tensor(84.2641, device='cuda:0') (tensor(93.0190, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3612 (0.3726008998023139) | > loader_time: 0.0031 (0.0030962626139322915)  --> TIME: 2024-06-11 17:06:48 -- STEP: 34/330 -- GLOBAL_STEP: 282075 | > loss_disc: 2.2316575050354004 (2.321752898833331) | > loss_disc_real_0: 0.08472253382205963 (0.10621024273774203) | > loss_disc_real_1: 0.19140063226222992 (0.2028736073304625) | > loss_disc_real_2: 0.18792015314102173 (0.2065756496261148) | > loss_disc_real_3: 0.21632160246372223 (0.22273602906395407) | > loss_disc_real_4: 0.20006954669952393 (0.2255788686520913) | > loss_disc_real_5: 0.18684425950050354 (0.2160746073898147) | > loss_0: 2.2316575050354004 (2.321752898833331) | > grad_norm_0: tensor(12.6826, device='cuda:0') (tensor(10.0113, device='cuda:0')) | > loss_gen: 2.6192305088043213 (2.522497015840867) | > loss_kl: 1.906356930732727 (1.9427813011057236) | > loss_feat: 8.321367263793945 (7.0958154482000015) | > loss_mel: 18.3531551361084 (17.876933266134824) | > loss_duration: 2.0243239402770996 (2.038300493184258) | > loss_1: 33.22443389892578 (31.476327335133274) | > grad_norm_1: tensor(84.0400, device='cuda:0') (tensor(85.1065, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3692 (0.36743008389192466) | > loader_time: 0.0031 (0.0031990864697624653)  --> TIME: 2024-06-11 17:06:58 -- STEP: 59/330 -- GLOBAL_STEP: 282100 | > loss_disc: 2.466163158416748 (2.3468850507574572) | > loss_disc_real_0: 0.1155955046415329 (0.1088566761148178) | > loss_disc_real_1: 0.1956731230020523 (0.2021174678357981) | > loss_disc_real_2: 0.21242991089820862 (0.21227319336543649) | > loss_disc_real_3: 0.2335004210472107 (0.2258555853770951) | > loss_disc_real_4: 0.26507431268692017 (0.2291037273609032) | > loss_disc_real_5: 0.26331397891044617 (0.21984037049746108) | > loss_0: 2.466163158416748 (2.3468850507574572) | > grad_norm_0: tensor(21.1664, device='cuda:0') (tensor(9.9560, device='cuda:0')) | > loss_gen: 2.4226162433624268 (2.508042852757341) | > loss_kl: 2.1317176818847656 (1.962218561414945) | > loss_feat: 6.497457027435303 (7.167552034733659) | > loss_mel: 16.259485244750977 (17.80051612854004) | > loss_duration: 1.963985800743103 (2.0166412531319313) | > loss_1: 29.2752628326416 (31.45497063458976) | > grad_norm_1: tensor(268.5898, device='cuda:0') (tensor(99.9842, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3936 (0.3721075987411757) | > loader_time: 0.0036 (0.0033789529638775326)  --> TIME: 2024-06-11 17:07:07 -- STEP: 84/330 -- GLOBAL_STEP: 282125 | > loss_disc: 2.422794818878174 (2.357906418187278) | > loss_disc_real_0: 0.13876113295555115 (0.11208378630025047) | > loss_disc_real_1: 0.22042147815227509 (0.19972526175635202) | > loss_disc_real_2: 0.20129084587097168 (0.21203752358754477) | > loss_disc_real_3: 0.20723964273929596 (0.22689672080533846) | > loss_disc_real_4: 0.22153760492801666 (0.22989908818687713) | > loss_disc_real_5: 0.19685496389865875 (0.22073399080407052) | > loss_0: 2.422794818878174 (2.357906418187278) | > grad_norm_0: tensor(34.9580, device='cuda:0') (tensor(12.2736, device='cuda:0')) | > loss_gen: 2.5322728157043457 (2.505487200759706) | > loss_kl: 2.0264244079589844 (1.960958636942364) | > loss_feat: 7.221250534057617 (7.161058601878938) | > loss_mel: 18.47014617919922 (17.727479332969303) | > loss_duration: 2.0636727809906006 (2.008605129662015) | > loss_1: 32.31376647949219 (31.363588741847447) | > grad_norm_1: tensor(363.6492, device='cuda:0') (tensor(137.6438, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3809 (0.3719829831804547) | > loader_time: 0.0039 (0.0034638302666800363)  --> TIME: 2024-06-11 17:07:17 -- STEP: 109/330 -- GLOBAL_STEP: 282150 | > loss_disc: 2.2818589210510254 (2.3524207325156685) | > loss_disc_real_0: 0.07144676148891449 (0.11174074095596961) | > loss_disc_real_1: 0.19200950860977173 (0.19987837628487054) | > loss_disc_real_2: 0.20388945937156677 (0.21159040367384568) | > loss_disc_real_3: 0.22431328892707825 (0.22729800081034318) | > loss_disc_real_4: 0.25430312752723694 (0.23044353122011238) | > loss_disc_real_5: 0.24831680953502655 (0.22044002121194786) | > loss_0: 2.2818589210510254 (2.3524207325156685) | > grad_norm_0: tensor(29.2771, device='cuda:0') (tensor(16.2199, device='cuda:0')) | > loss_gen: 2.7463786602020264 (2.518667026397285) | > loss_kl: 2.000060558319092 (1.9690644555135604) | > loss_feat: 7.071654319763184 (7.157689195160472) | > loss_mel: 17.68869972229004 (17.700657022108725) | > loss_duration: 1.9436321258544922 (2.0096439451252657) | > loss_1: 31.450424194335938 (31.35572158743482) | > grad_norm_1: tensor(308.6994, device='cuda:0') (tensor(180.3257, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3839 (0.37339974762102873) | > loader_time: 0.0038 (0.003566308852729447)  --> TIME: 2024-06-11 17:07:26 -- STEP: 134/330 -- GLOBAL_STEP: 282175 | > loss_disc: 2.329791784286499 (2.359294964306391) | > loss_disc_real_0: 0.13036459684371948 (0.11308756704205897) | > loss_disc_real_1: 0.16011030972003937 (0.19987718482960515) | > loss_disc_real_2: 0.21134889125823975 (0.21209224880631292) | > loss_disc_real_3: 0.22582878172397614 (0.22843999793725228) | > loss_disc_real_4: 0.2276969999074936 (0.23043073602576755) | > loss_disc_real_5: 0.20793671905994415 (0.2207760020200886) | > loss_0: 2.329791784286499 (2.359294964306391) | > grad_norm_0: tensor(31.7423, device='cuda:0') (tensor(18.1471, device='cuda:0')) | > loss_gen: 2.5145998001098633 (2.51651236192504) | > loss_kl: 1.9151744842529297 (1.9682220647584145) | > loss_feat: 8.325037956237793 (7.14910467702951) | > loss_mel: 17.893674850463867 (17.68858434904867) | > loss_duration: 2.0338025093078613 (2.012585811650576) | > loss_1: 32.682289123535156 (31.335009176339675) | > grad_norm_1: tensor(130.6229, device='cuda:0') (tensor(201.9910, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3992 (0.37474371959914016) | > loader_time: 0.0039 (0.003663153790715915)  --> TIME: 2024-06-11 17:07:36 -- STEP: 159/330 -- GLOBAL_STEP: 282200 | > loss_disc: 2.3282694816589355 (2.3587732944848403) | > loss_disc_real_0: 0.11594504117965698 (0.11477307075599455) | > loss_disc_real_1: 0.16704118251800537 (0.20014756608684106) | > loss_disc_real_2: 0.18584269285202026 (0.21212317424375315) | > loss_disc_real_3: 0.21855996549129486 (0.2279309354863077) | > loss_disc_real_4: 0.2318001240491867 (0.22957778792336303) | > loss_disc_real_5: 0.23742914199829102 (0.22039895612488752) | > loss_0: 2.3282694816589355 (2.3587732944848403) | > grad_norm_0: tensor(42.6918, device='cuda:0') (tensor(21.6385, device='cuda:0')) | > loss_gen: 2.3993873596191406 (2.5167080231432646) | > loss_kl: 2.0573534965515137 (1.9745632904880452) | > loss_feat: 7.669129848480225 (7.128657751863107) | > loss_mel: 17.732370376586914 (17.65851146170178) | > loss_duration: 2.0451788902282715 (2.015948356322524) | > loss_1: 31.90342140197754 (31.294388825038695) | > grad_norm_1: tensor(360.8813, device='cuda:0') (tensor(223.6549, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3948 (0.3765820992067924) | > loader_time: 0.0042 (0.003785824625747009)  --> TIME: 2024-06-11 17:07:46 -- STEP: 184/330 -- GLOBAL_STEP: 282225 | > loss_disc: 2.4899346828460693 (2.359248560407887) | > loss_disc_real_0: 0.2045518010854721 (0.11562866818807695) | > loss_disc_real_1: 0.19866184890270233 (0.199586550583658) | > loss_disc_real_2: 0.2449382096529007 (0.2119577190150386) | > loss_disc_real_3: 0.23333637416362762 (0.2285345680201831) | > loss_disc_real_4: 0.27115654945373535 (0.2295084978737261) | > loss_disc_real_5: 0.27322208881378174 (0.2205613806195881) | > loss_0: 2.4899346828460693 (2.359248560407887) | > grad_norm_0: tensor(28.1708, device='cuda:0') (tensor(23.3007, device='cuda:0')) | > loss_gen: 2.4195027351379395 (2.516561824342478) | > loss_kl: 1.897437572479248 (1.9715820745281551) | > loss_feat: 6.922842025756836 (7.133007915123649) | > loss_mel: 16.946340560913086 (17.621689262597453) | > loss_duration: 2.0482187271118164 (2.0218924329332686) | > loss_1: 30.23434066772461 (31.264733449272487) | > grad_norm_1: tensor(289.4631, device='cuda:0') (tensor(237.0594, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.3763 (0.3779196505961209) | > loader_time: 0.0047 (0.0038938820362091064)  --> TIME: 2024-06-11 17:07:56 -- STEP: 209/330 -- GLOBAL_STEP: 282250 | > loss_disc: 2.31820011138916 (2.358177178214042) | > loss_disc_real_0: 0.16961699724197388 (0.1174463907782541) | > loss_disc_real_1: 0.18973517417907715 (0.19954785319606652) | > loss_disc_real_2: 0.22233065962791443 (0.21205322865093731) | > loss_disc_real_3: 0.20573502779006958 (0.2284738419301202) | > loss_disc_real_4: 0.21586056053638458 (0.22863423539120614) | > loss_disc_real_5: 0.18362270295619965 (0.2199386376085464) | > loss_0: 2.31820011138916 (2.358177178214042) | > grad_norm_0: tensor(70.5023, device='cuda:0') (tensor(26.1829, device='cuda:0')) | > loss_gen: 2.444068431854248 (2.5170218590914337) | > loss_kl: 2.0630156993865967 (1.9757713564274983) | > loss_feat: 7.681452751159668 (7.137446702382211) | > loss_mel: 17.863800048828125 (17.5972008819215) | > loss_duration: 2.109471559524536 (2.0293758548617937) | > loss_1: 32.161808013916016 (31.256816562853363) | > grad_norm_1: tensor(423.2659, device='cuda:0') (tensor(256.5429, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.4058 (0.3805095875662478) | > loader_time: 0.0049 (0.00401542175329473)  --> TIME: 2024-06-11 17:08:07 -- STEP: 234/330 -- GLOBAL_STEP: 282275 | > loss_disc: 2.3484067916870117 (2.3602255175256324) | > loss_disc_real_0: 0.13757458329200745 (0.11689561232924461) | > loss_disc_real_1: 0.1893528252840042 (0.19952962241875818) | > loss_disc_real_2: 0.1964057981967926 (0.2118557195505526) | > loss_disc_real_3: 0.2195483297109604 (0.22897991926496863) | > loss_disc_real_4: 0.2414351850748062 (0.22954540304903293) | > loss_disc_real_5: 0.2401527315378189 (0.22066660123503107) | > loss_0: 2.3484067916870117 (2.3602255175256324) | > grad_norm_0: tensor(59.6508, device='cuda:0') (tensor(27.1822, device='cuda:0')) | > loss_gen: 2.4694597721099854 (2.5161696448285347) | > loss_kl: 1.9781235456466675 (1.9756554242892144) | > loss_feat: 6.6438212394714355 (7.13673304900145) | > loss_mel: 16.405616760253906 (17.55792805679842) | > loss_duration: 2.103309154510498 (2.0379311748040014) | > loss_1: 29.600330352783203 (31.2244172952114) | > grad_norm_1: tensor(524.7552, device='cuda:0') (tensor(271.0032, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.4303 (0.38318383489918495) | > loader_time: 0.0054 (0.004142284393310546)  --> TIME: 2024-06-11 17:08:18 -- STEP: 259/330 -- GLOBAL_STEP: 282300 | > loss_disc: 2.398268699645996 (2.3599038602762703) | > loss_disc_real_0: 0.10509929060935974 (0.11710388837633906) | > loss_disc_real_1: 0.18061847984790802 (0.19946600048008112) | > loss_disc_real_2: 0.25959041714668274 (0.2118872690615047) | > loss_disc_real_3: 0.23610593378543854 (0.2288521607640167) | > loss_disc_real_4: 0.23775064945220947 (0.2295067505946951) | > loss_disc_real_5: 0.2409672886133194 (0.22108918037193623) | > loss_0: 2.398268699645996 (2.3599038602762703) | > grad_norm_0: tensor(16.5574, device='cuda:0') (tensor(26.8807, device='cuda:0')) | > loss_gen: 2.396658420562744 (2.5105561602529862) | > loss_kl: 2.0784049034118652 (1.9816429435516416) | > loss_feat: 6.7266316413879395 (7.13284936006465) | > loss_mel: 16.31873893737793 (17.496593416427547) | > loss_duration: 2.1457462310791016 (2.0455595595496034) | > loss_1: 29.666179656982422 (31.167201384614334) | > grad_norm_1: tensor(198.6830, device='cuda:0') (tensor(274.2515, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.4167 (0.386759532464517) | > loader_time: 0.0054 (0.004281494147989279)  --> TIME: 2024-06-11 17:08:29 -- STEP: 284/330 -- GLOBAL_STEP: 282325 | > loss_disc: 2.4092679023742676 (2.3629657995532938) | > loss_disc_real_0: 0.1430087834596634 (0.11792808687183222) | > loss_disc_real_1: 0.23384858667850494 (0.20002307218145324) | > loss_disc_real_2: 0.21757814288139343 (0.21236061845237103) | > loss_disc_real_3: 0.21248416602611542 (0.22875482767400607) | > loss_disc_real_4: 0.22482691705226898 (0.22970211149101522) | > loss_disc_real_5: 0.23428189754486084 (0.2212335128914303) | > loss_0: 2.4092679023742676 (2.3629657995532938) | > grad_norm_0: tensor(37.5253, device='cuda:0') (tensor(27.2664, device='cuda:0')) | > loss_gen: 2.339387893676758 (2.502706106279937) | > loss_kl: 2.0517261028289795 (1.9851282612538674) | > loss_feat: 6.986865997314453 (7.138624533801011) | > loss_mel: 16.910354614257812 (17.466875546415082) | > loss_duration: 2.1625828742980957 (2.0547975213594833) | > loss_1: 30.450918197631836 (31.148131880961675) | > grad_norm_1: tensor(356.0976, device='cuda:0') (tensor(278.7480, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.4441 (0.3915438568088369) | > loader_time: 0.0064 (0.004435724775556106)  --> TIME: 2024-06-11 17:08:41 -- STEP: 309/330 -- GLOBAL_STEP: 282350 | > loss_disc: 2.5910608768463135 (2.369062970757098) | > loss_disc_real_0: 0.18147671222686768 (0.12021245028594553) | > loss_disc_real_1: 0.23647335171699524 (0.20032669164987837) | > loss_disc_real_2: 0.20207513868808746 (0.21271879927625933) | > loss_disc_real_3: 0.23957711458206177 (0.22902851231082744) | > loss_disc_real_4: 0.2577510476112366 (0.22978701097679752) | > loss_disc_real_5: 0.22774076461791992 (0.22115293352542195) | > loss_0: 2.5910608768463135 (2.369062970757098) | > grad_norm_0: tensor(102.0435, device='cuda:0') (tensor(29.2971, device='cuda:0')) | > loss_gen: 2.1875438690185547 (2.5002036202686884) | > loss_kl: 2.0624592304229736 (1.9872203386331453) | > loss_feat: 6.29965877532959 (7.14024537743874) | > loss_mel: 16.127092361450195 (17.439676692184882) | > loss_duration: 2.2412898540496826 (2.0666581338277523) | > loss_1: 28.91804313659668 (31.134004092910914) | > grad_norm_1: tensor(377.2574, device='cuda:0') (tensor(292.1439, device='cuda:0')) | > current_lr_0: 0.00018582637544528306 | > current_lr_1: 0.00018582637544528306 | > step_time: 0.4946 (0.39824530530516) | > loader_time: 0.0068 (0.004619656257259034)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.238384485244751 (2.238384485244751) | > loss_disc_real_0: 0.1603153944015503 (0.1603153944015503) | > loss_disc_real_1: 0.22102315723896027 (0.22102315723896027) | > loss_disc_real_2: 0.21137534081935883 (0.21137534081935883) | > loss_disc_real_3: 0.2534419894218445 (0.2534419894218445) | > loss_disc_real_4: 0.24295245110988617 (0.24295245110988617) | > loss_disc_real_5: 0.22239236533641815 (0.22239236533641815) | > loss_0: 2.238384485244751 (2.238384485244751) | > loss_gen: 2.749730110168457 (2.749730110168457) | > loss_kl: 2.1512718200683594 (2.1512718200683594) | > loss_feat: 8.311562538146973 (8.311562538146973) | > loss_mel: 18.06591033935547 (18.06591033935547) | > loss_duration: 2.8598268032073975 (2.8598268032073975) | > loss_1: 34.13829803466797 (34.13829803466797)  --> STEP: 1 | > loss_disc: 2.080101728439331 (2.080101728439331) | > loss_disc_real_0: 0.04992976784706116 (0.04992976784706116) | > loss_disc_real_1: 0.16383478045463562 (0.16383478045463562) | > loss_disc_real_2: 0.1511663794517517 (0.1511663794517517) | > loss_disc_real_3: 0.1561443954706192 (0.1561443954706192) | > loss_disc_real_4: 0.19053179025650024 (0.19053179025650024) | > loss_disc_real_5: 0.1690281480550766 (0.1690281480550766) | > loss_0: 2.080101728439331 (2.080101728439331) | > loss_gen: 2.362017869949341 (2.362017869949341) | > loss_kl: 2.659933567047119 (2.659933567047119) | > loss_feat: 7.668003082275391 (7.668003082275391) | > loss_mel: 16.807954788208008 (16.807954788208008) | > loss_duration: 2.4294490814208984 (2.4294490814208984) | > loss_1: 31.927358627319336 (31.927358627319336)  --> STEP: 2 | > loss_disc: 2.526313066482544 (2.3032073974609375) | > loss_disc_real_0: 0.07858426868915558 (0.06425701826810837) | > loss_disc_real_1: 0.23462273180484772 (0.19922875612974167) | > loss_disc_real_2: 0.2742588520050049 (0.2127126157283783) | > loss_disc_real_3: 0.3231039345264435 (0.23962416499853134) | > loss_disc_real_4: 0.32516154646873474 (0.2578466683626175) | > loss_disc_real_5: 0.3827344477176666 (0.2758812978863716) | > loss_0: 2.526313066482544 (2.3032073974609375) | > loss_gen: 2.847168207168579 (2.60459303855896) | > loss_kl: 2.4230480194091797 (2.5414907932281494) | > loss_feat: 6.511348247528076 (7.089675664901733) | > loss_mel: 19.951833724975586 (18.379894256591797) | > loss_duration: 2.5325984954833984 (2.4810237884521484) | > loss_1: 34.26599884033203 (33.096678733825684)  --> STEP: 3 | > loss_disc: 2.319575548171997 (2.3086634476979575) | > loss_disc_real_0: 0.1433778703212738 (0.09063063561916351) | > loss_disc_real_1: 0.1776997447013855 (0.19205241898695627) | > loss_disc_real_2: 0.2156977653503418 (0.21370766560236612) | > loss_disc_real_3: 0.25420376658439636 (0.24448403219381967) | > loss_disc_real_4: 0.22996489703655243 (0.24855274458726248) | > loss_disc_real_5: 0.2686789631843567 (0.27348051965236664) | > loss_0: 2.319575548171997 (2.3086634476979575) | > loss_gen: 2.553830623626709 (2.587672233581543) | > loss_kl: 2.938408136367798 (2.6737965742746987) | > loss_feat: 6.959054946899414 (7.046135425567627) | > loss_mel: 18.553775787353516 (18.437854766845703) | > loss_duration: 2.328329563140869 (2.4301257133483887) | > loss_1: 33.33340072631836 (33.17558606465658)  --> STEP: 4 | > loss_disc: 2.316028118133545 (2.3105046153068542) | > loss_disc_real_0: 0.12190583348274231 (0.09844943508505821) | > loss_disc_real_1: 0.21827332675457 (0.1986076459288597) | > loss_disc_real_2: 0.3137863874435425 (0.23872734606266022) | > loss_disc_real_3: 0.21422933042049408 (0.23692035675048828) | > loss_disc_real_4: 0.21381506323814392 (0.23986832424998283) | > loss_disc_real_5: 0.17121081054210663 (0.24791309237480164) | > loss_0: 2.316028118133545 (2.3105046153068542) | > loss_gen: 2.74560284614563 (2.6271548867225647) | > loss_kl: 3.414557933807373 (2.8589869141578674) | > loss_feat: 8.86772346496582 (7.501532435417175) | > loss_mel: 19.105525970458984 (18.604772567749023) | > loss_duration: 2.3566513061523438 (2.4117571115493774) | > loss_1: 36.49006271362305 (34.00420522689819)  --> STEP: 5 | > loss_disc: 2.592322826385498 (2.366868257522583) | > loss_disc_real_0: 0.1928957998752594 (0.11733870804309846) | > loss_disc_real_1: 0.26875969767570496 (0.21263805627822877) | > loss_disc_real_2: 0.2432304471731186 (0.2396279662847519) | > loss_disc_real_3: 0.2664090394973755 (0.24281809329986573) | > loss_disc_real_4: 0.19888348877429962 (0.23167135715484619) | > loss_disc_real_5: 0.2530926465988159 (0.2489490032196045) | > loss_0: 2.592322826385498 (2.366868257522583) | > loss_gen: 2.5141899585723877 (2.6045619010925294) | > loss_kl: 2.197169780731201 (2.7266234874725344) | > loss_feat: 6.363396644592285 (7.273905277252197) | > loss_mel: 19.55362892150879 (18.794543838500978) | > loss_duration: 2.3685431480407715 (2.4031143188476562) | > loss_1: 32.99692916870117 (33.80275001525879)  --> STEP: 6 | > loss_disc: 2.5973358154296875 (2.405279517173767) | > loss_disc_real_0: 0.207661971449852 (0.13239258527755737) | > loss_disc_real_1: 0.21002671122550964 (0.21220283210277557) | > loss_disc_real_2: 0.2569337487220764 (0.2425122633576393) | > loss_disc_real_3: 0.22527670860290527 (0.23989452918370566) | > loss_disc_real_4: 0.19212451577186584 (0.22508021692434946) | > loss_disc_real_5: 0.21933020651340485 (0.24401253710190454) | > loss_0: 2.5973358154296875 (2.405279517173767) | > loss_gen: 2.640871047973633 (2.6106134255727134) | > loss_kl: 3.012047052383423 (2.774194081624349) | > loss_feat: 6.669853687286377 (7.173230012257894) | > loss_mel: 18.225509643554688 (18.69970480600993) | > loss_duration: 2.3000693321228027 (2.385940154393514) | > loss_1: 32.848350524902344 (33.643683433532715)  --> STEP: 7 | > loss_disc: 2.4108798503875732 (2.4060795647757396) | > loss_disc_real_0: 0.21350447833538055 (0.14397999857153213) | > loss_disc_real_1: 0.20594221353530884 (0.2113084580217089) | > loss_disc_real_2: 0.23643502593040466 (0.2416440865823201) | > loss_disc_real_3: 0.36331015825271606 (0.2575253333364214) | > loss_disc_real_4: 0.26031094789505005 (0.2301131784915924) | > loss_disc_real_5: 0.2197793871164322 (0.24055065853255136) | > loss_0: 2.4108798503875732 (2.4060795647757396) | > loss_gen: 2.8167812824249268 (2.640065976551601) | > loss_kl: 3.1559925079345703 (2.8287367139543806) | > loss_feat: 6.373439311981201 (7.058974197932652) | > loss_mel: 17.328882217407227 (18.503873007638113) | > loss_duration: 2.5193521976470947 (2.404999017715454) | > loss_1: 32.19445037841797 (33.436650139944895)  --> STEP: 8 | > loss_disc: 2.201615333557129 (2.380521535873413) | > loss_disc_real_0: 0.11193261295557022 (0.13997407536953688) | > loss_disc_real_1: 0.17177818715572357 (0.20636717416346073) | > loss_disc_real_2: 0.3165287375450134 (0.25100466795265675) | > loss_disc_real_3: 0.25948721170425415 (0.2577705681324005) | > loss_disc_real_4: 0.23765641450881958 (0.2310560829937458) | > loss_disc_real_5: 0.2724822461605072 (0.24454210698604584) | > loss_0: 2.201615333557129 (2.380521535873413) | > loss_gen: 3.0637476444244385 (2.6930261850357056) | > loss_kl: 2.7211055755615234 (2.8152828216552734) | > loss_feat: 9.08454418182373 (7.312170445919037) | > loss_mel: 19.511459350585938 (18.629821300506592) | > loss_duration: 2.304006576538086 (2.392374962568283) | > loss_1: 36.68486022949219 (33.842676401138306)  --> STEP: 9 | > loss_disc: 2.339887857437134 (2.3760066827138266) | > loss_disc_real_0: 0.1514173150062561 (0.14124554644028345) | > loss_disc_real_1: 0.18446099758148193 (0.20393315454324087) | > loss_disc_real_2: 0.2390255331993103 (0.2496736529800627) | > loss_disc_real_3: 0.2507753074169159 (0.2569933169417911) | > loss_disc_real_4: 0.19117748737335205 (0.22662512792481315) | > loss_disc_real_5: 0.22553381323814392 (0.24243007434739006) | > loss_0: 2.339887857437134 (2.3760066827138266) | > loss_gen: 2.7120144367218018 (2.695135990778605) | > loss_kl: 2.701051712036133 (2.8025904761420355) | > loss_feat: 9.632611274719238 (7.569997204674615) | > loss_mel: 20.248592376708984 (18.80968475341797) | > loss_duration: 2.1875343322753906 (2.3696148925357394) | > loss_1: 37.48180389404297 (34.24702390034994)  --> STEP: 10 | > loss_disc: 2.3480308055877686 (2.373209095001221) | > loss_disc_real_0: 0.22056759893894196 (0.1491777516901493) | > loss_disc_real_1: 0.18134596943855286 (0.20167443603277208) | > loss_disc_real_2: 0.19887086749076843 (0.24459337443113327) | > loss_disc_real_3: 0.2096584588289261 (0.2522598311305046) | > loss_disc_real_4: 0.1986277550458908 (0.22382539063692092) | > loss_disc_real_5: 0.1981917917728424 (0.2380062460899353) | > loss_0: 2.3480308055877686 (2.373209095001221) | > loss_gen: 2.3819663524627686 (2.6638190269470217) | > loss_kl: 2.3076579570770264 (2.7530972242355345) | > loss_feat: 5.498549461364746 (7.362852430343628) | > loss_mel: 17.443693161010742 (18.673085594177245) | > loss_duration: 2.4072976112365723 (2.3733831644058228) | > loss_1: 30.03916358947754 (33.8262378692627)  --> STEP: 11 | > loss_disc: 2.391125202178955 (2.3748378320173784) | > loss_disc_real_0: 0.10119827091693878 (0.14481598071076654) | > loss_disc_real_1: 0.16171006858348846 (0.19804131171920084) | > loss_disc_real_2: 0.3005225658416748 (0.24967784637754614) | > loss_disc_real_3: 0.28736934065818787 (0.25545160472393036) | > loss_disc_real_4: 0.2615973949432373 (0.2272592092102224) | > loss_disc_real_5: 0.25430217385292053 (0.23948769406838852) | > loss_0: 2.391125202178955 (2.3748378320173784) | > loss_gen: 2.366727352142334 (2.636810692873868) | > loss_kl: 2.9874656200408936 (2.774403442036022) | > loss_feat: 5.600252628326416 (7.202616084705699) | > loss_mel: 17.131929397583008 (18.532980485395953) | > loss_duration: 2.510124444961548 (2.3858141899108887) | > loss_1: 30.596498489379883 (33.53262519836426)  --> STEP: 12 | > loss_disc: 2.5027544498443604 (2.3854975501696267) | > loss_disc_real_0: 0.1535019725561142 (0.1455398133645455) | > loss_disc_real_1: 0.20450091361999512 (0.19857961187760034) | > loss_disc_real_2: 0.21870297193527222 (0.24709660684069) | > loss_disc_real_3: 0.25752538442611694 (0.2556244196991126) | > loss_disc_real_4: 0.24379724264144897 (0.22863737866282463) | > loss_disc_real_5: 0.2407289445400238 (0.23959113160769144) | > loss_0: 2.5027544498443604 (2.3854975501696267) | > loss_gen: 2.217353343963623 (2.601855913798014) | > loss_kl: 3.075594663619995 (2.799502710501353) | > loss_feat: 5.499744415283203 (7.060710112253825) | > loss_mel: 15.805305480957031 (18.305674235026043) | > loss_duration: 2.3358266353607178 (2.3816485603650412) | > loss_1: 28.933826446533203 (33.149391969045006)  --> STEP: 13 | > loss_disc: 2.4879095554351807 (2.3933753967285156) | > loss_disc_real_0: 0.12637245655059814 (0.14406540130193418) | > loss_disc_real_1: 0.21154606342315674 (0.19957703122725853) | > loss_disc_real_2: 0.2686460316181183 (0.24875425490049216) | > loss_disc_real_3: 0.30508145689964294 (0.25942880717607647) | > loss_disc_real_4: 0.22493286430835724 (0.22835241602017328) | > loss_disc_real_5: 0.22877497971057892 (0.23875911992329818) | > loss_0: 2.4879095554351807 (2.3933753967285156) | > loss_gen: 2.325263738632202 (2.5805795926314135) | > loss_kl: 3.1064534187316895 (2.823114303442148) | > loss_feat: 4.9355854988098145 (6.897238988142747) | > loss_mel: 16.549270629882812 (18.17056626539964) | > loss_duration: 2.304309129714966 (2.3756993733919582) | > loss_1: 29.220882415771484 (32.847198926485504)  --> STEP: 14 | > loss_disc: 2.422828197479248 (2.3954791682107106) | > loss_disc_real_0: 0.17812444269657135 (0.14649818997297967) | > loss_disc_real_1: 0.15064309537410736 (0.1960817500948906) | > loss_disc_real_2: 0.29704561829566956 (0.25220363800014767) | > loss_disc_real_3: 0.23662853240966797 (0.257800216121333) | > loss_disc_real_4: 0.24103201925754547 (0.22925810196569987) | > loss_disc_real_5: 0.24337327480316162 (0.239088702414717) | > loss_0: 2.422828197479248 (2.3954791682107106) | > loss_gen: 2.4875524044036865 (2.57393479347229) | > loss_kl: 3.7488765716552734 (2.889240179743086) | > loss_feat: 5.489092826843262 (6.796657119478498) | > loss_mel: 17.844953536987305 (18.147308213370188) | > loss_duration: 2.4104862213134766 (2.3781841482434953) | > loss_1: 31.9809627532959 (32.78532491411482)  --> STEP: 15 | > loss_disc: 2.24338960647583 (2.385339864095052) | > loss_disc_real_0: 0.12663419544696808 (0.14517392367124557) | > loss_disc_real_1: 0.24546022713184357 (0.1993736485640208) | > loss_disc_real_2: 0.23107095062732697 (0.250794792175293) | > loss_disc_real_3: 0.240616574883461 (0.2566546400388082) | > loss_disc_real_4: 0.19041657447814941 (0.22666866679986317) | > loss_disc_real_5: 0.24621044099330902 (0.23956348498662314) | > loss_0: 2.24338960647583 (2.385339864095052) | > loss_gen: 2.7792975902557373 (2.5876256465911864) | > loss_kl: 3.0944595336914062 (2.902921470006307) | > loss_feat: 7.536537170410156 (6.845982456207276) | > loss_mel: 17.953237533569336 (18.13437016805013) | > loss_duration: 2.3919200897216797 (2.3790998776753742) | > loss_1: 33.75545120239258 (32.85)  --> STEP: 16 | > loss_disc: 2.69539475440979 (2.404718294739723) | > loss_disc_real_0: 0.2497883439064026 (0.1517123249359429) | > loss_disc_real_1: 0.18630211055278778 (0.19855667743831873) | > loss_disc_real_2: 0.33633434772491455 (0.2561410143971443) | > loss_disc_real_3: 0.2927814722061157 (0.2589125670492649) | > loss_disc_real_4: 0.23892562091350555 (0.22743472643196583) | > loss_disc_real_5: 0.28696930408477783 (0.2425263486802578) | > loss_0: 2.69539475440979 (2.404718294739723) | > loss_gen: 2.5658836364746094 (2.5862667709589005) | > loss_kl: 2.7806973457336426 (2.8952824622392654) | > loss_feat: 7.700282096862793 (6.899376183748245) | > loss_mel: 18.84204864501953 (18.178600072860718) | > loss_duration: 2.4378862380981445 (2.3827740252017975) | > loss_1: 34.32679748535156 (32.94229984283447)  --> STEP: 17 | > loss_disc: 2.5122923851013184 (2.4110461824080525) | > loss_disc_real_0: 0.09996168315410614 (0.1486681695370113) | > loss_disc_real_1: 0.14702558517456055 (0.19552543671692119) | > loss_disc_real_2: 0.3306942582130432 (0.26052649932749133) | > loss_disc_real_3: 0.29281046986579895 (0.26090656133259044) | > loss_disc_real_4: 0.22426451742649078 (0.22724824354929082) | > loss_disc_real_5: 0.23885077238082886 (0.24231013830970316) | > loss_0: 2.5122923851013184 (2.4110461824080525) | > loss_gen: 2.303255796432495 (2.5696190665749943) | > loss_kl: 2.1324548721313477 (2.850410251056447) | > loss_feat: 7.618252277374268 (6.94166301278507) | > loss_mel: 17.74717140197754 (18.153221915749942) | > loss_duration: 2.5028538703918457 (2.3898375455070946) | > loss_1: 32.30398941040039 (32.90475217033835)  --> STEP: 18 | > loss_disc: 2.1915435791015625 (2.3988515933354697) | > loss_disc_real_0: 0.11451122164726257 (0.14677056132091415) | > loss_disc_real_1: 0.1111750677227974 (0.19083930510613653) | > loss_disc_real_2: 0.22821606695652008 (0.2587314753068818) | > loss_disc_real_3: 0.1933751255273819 (0.25715481489896774) | > loss_disc_real_4: 0.1634070724248886 (0.22370151182015738) | > loss_disc_real_5: 0.16972340643405914 (0.2382775420943896) | > loss_0: 2.1915435791015625 (2.3988515933354697) | > loss_gen: 2.3781538009643555 (2.558982107374403) | > loss_kl: 3.3371286392211914 (2.8774501615100436) | > loss_feat: 8.937060356140137 (7.052518420749241) | > loss_mel: 17.835744857788086 (18.135584301418728) | > loss_duration: 2.245025157928467 (2.3817924128638372) | > loss_1: 34.73311233520508 (33.00632773505317)  --> STEP: 19 | > loss_disc: 2.465930938720703 (2.4023820851978503) | > loss_disc_real_0: 0.16019180417060852 (0.14747694252352966) | > loss_disc_real_1: 0.21302296221256256 (0.19200686600647474) | > loss_disc_real_2: 0.30188021063804626 (0.2610024613769431) | > loss_disc_real_3: 0.24736151099205017 (0.25663937785123525) | > loss_disc_real_4: 0.22774355113506317 (0.2239142507314682) | > loss_disc_real_5: 0.29319003224372864 (0.24116767315488113) | > loss_0: 2.465930938720703 (2.4023820851978503) | > loss_gen: 2.467543363571167 (2.554169541911075) | > loss_kl: 1.9817076921463013 (2.830305821017215) | > loss_feat: 7.563259601593018 (7.0793995355304915) | > loss_mel: 16.6025390625 (18.05489770989669) | > loss_duration: 2.338799238204956 (2.3795296141975806) | > loss_1: 30.953847885131836 (32.898302479794154)  --> STEP: 20 | > loss_disc: 2.378119945526123 (2.401168978214264) | > loss_disc_real_0: 0.20148201286792755 (0.15017719604074956) | > loss_disc_real_1: 0.2787269353866577 (0.1963428694754839) | > loss_disc_real_2: 0.2625626027584076 (0.2610804684460163) | > loss_disc_real_3: 0.27778908610343933 (0.25769686326384544) | > loss_disc_real_4: 0.21694786846637726 (0.22356593161821364) | > loss_disc_real_5: 0.27075880765914917 (0.24264722988009452) | > loss_0: 2.378119945526123 (2.401168978214264) | > loss_gen: 2.923109769821167 (2.5726165533065797) | > loss_kl: 2.3583669662475586 (2.8067088782787324) | > loss_feat: 7.5899434089660645 (7.104926729202271) | > loss_mel: 19.163862228393555 (18.110345935821535) | > loss_duration: 2.3204739093780518 (2.376576828956604) | > loss_1: 34.35575485229492 (32.97117509841919)  --> STEP: 21 | > loss_disc: 2.3904829025268555 (2.4006601174672446) | > loss_disc_real_0: 0.07487241178750992 (0.14659125393345243) | > loss_disc_real_1: 0.15193019807338715 (0.19422798036109834) | > loss_disc_real_2: 0.29158180952072144 (0.2625329132590975) | > loss_disc_real_3: 0.22401215136051178 (0.2560928293636867) | > loss_disc_real_4: 0.1756243258714676 (0.22128299801122575) | > loss_disc_real_5: 0.18387620151042938 (0.23984860948153905) | > loss_0: 2.3904829025268555 (2.4006601174672446) | > loss_gen: 2.2010204792022705 (2.5549215021587552) | > loss_kl: 2.38069486618042 (2.7864224967502413) | > loss_feat: 6.363940715789795 (7.0696416809445335) | > loss_mel: 16.13833999633789 (18.016440891084216) | > loss_duration: 2.1952452659606934 (2.3679419926234653) | > loss_1: 29.27924346923828 (32.79536883036295)  --> STEP: 22 | > loss_disc: 2.661428451538086 (2.4125132235613735) | > loss_disc_real_0: 0.19202710688114166 (0.1486565199765292) | > loss_disc_real_1: 0.16511666774749756 (0.19290473887866194) | > loss_disc_real_2: 0.42816731333732605 (0.2700617496262897) | > loss_disc_real_3: 0.21731184422969818 (0.25433005731214176) | > loss_disc_real_4: 0.23572050034999847 (0.2219392481175336) | > loss_disc_real_5: 0.2183944135904312 (0.23887341875921597) | > loss_0: 2.661428451538086 (2.4125132235613735) | > loss_gen: 2.543895959854126 (2.5544203411449087) | > loss_kl: 2.1859290599823 (2.759127340533517) | > loss_feat: 6.157979488372803 (7.028202490373091) | > loss_mel: 17.573341369628906 (17.99630000374534) | > loss_duration: 2.2042136192321777 (2.360499793832952) | > loss_1: 30.665359497070312 (32.6985502243042)  --> STEP: 23 | > loss_disc: 2.464764356613159 (2.4147850119549297) | > loss_disc_real_0: 0.13462254405021667 (0.1480463471101678) | > loss_disc_real_1: 0.19886921346187592 (0.1931640638605408) | > loss_disc_real_2: 0.2424190491437912 (0.2688598930835724) | > loss_disc_real_3: 0.23721057176589966 (0.2535857318536095) | > loss_disc_real_4: 0.2045591175556183 (0.22118359026701553) | > loss_disc_real_5: 0.2555958032608032 (0.23960047895493713) | > loss_0: 2.464764356613159 (2.4147850119549297) | > loss_gen: 2.1718873977661133 (2.537788474041483) | > loss_kl: 2.5901758670806885 (2.7517816242964375) | > loss_feat: 4.574623107910156 (6.921525125918181) | > loss_mel: 16.6639347076416 (17.938371077827785) | > loss_duration: 2.3198373317718506 (2.358731860699861) | > loss_1: 28.320459365844727 (32.50819844784944)  --> STEP: 24 | > loss_disc: 2.575298547744751 (2.4214730759461722) | > loss_disc_real_0: 0.15099385380744934 (0.1481691598892212) | > loss_disc_real_1: 0.2511386573314667 (0.19557967192182937) | > loss_disc_real_2: 0.3415221571922302 (0.27188748742143315) | > loss_disc_real_3: 0.2382543683052063 (0.2529469250390927) | > loss_disc_real_4: 0.22003266215324402 (0.22113563492894173) | > loss_disc_real_5: 0.2842099964618683 (0.2414592088510593) | > loss_0: 2.575298547744751 (2.4214730759461722) | > loss_gen: 2.4817848205566406 (2.5354549884796147) | > loss_kl: 2.62187123298645 (2.7463686913251877) | > loss_feat: 5.3778977394104 (6.857207318147023) | > loss_mel: 16.376863479614258 (17.873308261235554) | > loss_duration: 2.4333558082580566 (2.3618411918481192) | > loss_1: 29.291772842407227 (32.374180714289345)  --> STEP: 25 | > loss_disc: 2.526952028274536 (2.425692234039307) | > loss_disc_real_0: 0.1427203118801117 (0.1479512059688568) | > loss_disc_real_1: 0.18331143260002136 (0.19508894234895707) | > loss_disc_real_2: 0.21834325790405273 (0.2697457182407379) | > loss_disc_real_3: 0.2533380687236786 (0.25296257078647616) | > loss_disc_real_4: 0.2520149350166321 (0.22237080693244934) | > loss_disc_real_5: 0.22236542403697968 (0.2406954574584961) | > loss_0: 2.526952028274536 (2.425692234039307) | > loss_gen: 2.113570213317871 (2.518579597473145) | > loss_kl: 2.6106326580047607 (2.740939249992371) | > loss_feat: 5.917952060699463 (6.819637107849121) | > loss_mel: 16.495271682739258 (17.818186798095702) | > loss_duration: 2.3653178215026855 (2.361980257034302) | > loss_1: 29.50274658203125 (32.259323348999025)  --> STEP: 26 | > loss_disc: 2.6214711666107178 (2.4332221929843607) | > loss_disc_real_0: 0.09125032275915146 (0.14577040276848352) | > loss_disc_real_1: 0.175194650888443 (0.19432377729278344) | > loss_disc_real_2: 0.2361268401145935 (0.26845268446665543) | > loss_disc_real_3: 0.2542107403278351 (0.25301057730729765) | > loss_disc_real_4: 0.19989866018295288 (0.22150649359593025) | > loss_disc_real_5: 0.28286150097846985 (0.24231722836311048) | > loss_0: 2.6214711666107178 (2.4332221929843607) | > loss_gen: 1.8735888004302979 (2.4937722591253433) | > loss_kl: 2.408752202987671 (2.7281628251075745) | > loss_feat: 4.374415874481201 (6.7255901373349705) | > loss_mel: 13.630292892456055 (17.657113955571102) | > loss_duration: 2.3338780403137207 (2.3608994025450487) | > loss_1: 24.620925903320312 (31.965538831857536) --> EVAL PERFORMANCE | > avg_loader_time: 0.002353365604694073 (-6.642708411583537e-05) | > avg_loss_disc: 2.4332221929843607 (+0.026508257939265256) | > avg_loss_disc_real_0: 0.14577040276848352 (+0.05320272035896777) | > avg_loss_disc_real_1: 0.19432377729278344 (+0.05496509545124498) | > avg_loss_disc_real_2: 0.26845268446665543 (+0.06296623383577052) | > avg_loss_disc_real_3: 0.25301057730729765 (+0.051931588695599495) | > avg_loss_disc_real_4: 0.22150649359593025 (+0.004986023673644424) | > avg_loss_disc_real_5: 0.24231722836311048 (+0.021499531200298905) | > avg_loss_0: 2.4332221929843607 (+0.026508257939265256) | > avg_loss_gen: 2.4937722591253433 (+0.4725929544522214) | > avg_loss_kl: 2.7281628251075745 (-0.11531177392372705) | > avg_loss_feat: 6.7255901373349705 (-0.08401144467867283) | > avg_loss_mel: 17.657113955571102 (-0.3966553761408882) | > avg_loss_duration: 2.3608994025450487 (+0.01485864932720471) | > avg_loss_1: 31.965538831857536 (-0.10852644993708793)  > EPOCH: 589/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:09:13)   --> TIME: 2024-06-11 17:09:15 -- STEP: 4/330 -- GLOBAL_STEP: 282375 | > loss_disc: 2.29636812210083 (2.312723755836487) | > loss_disc_real_0: 0.09117698669433594 (0.10905420780181885) | > loss_disc_real_1: 0.20710045099258423 (0.17753519117832184) | > loss_disc_real_2: 0.18419906497001648 (0.21469790488481522) | > loss_disc_real_3: 0.19931545853614807 (0.22950725629925728) | > loss_disc_real_4: 0.235883891582489 (0.2521767392754555) | > loss_disc_real_5: 0.24589382112026215 (0.24695469439029694) | > loss_0: 2.29636812210083 (2.312723755836487) | > grad_norm_0: tensor(5.2709, device='cuda:0') (tensor(7.5219, device='cuda:0')) | > loss_gen: 2.493461847305298 (2.5427143573760986) | > loss_kl: 2.006533622741699 (1.929574429988861) | > loss_feat: 7.053232192993164 (6.985892415046692) | > loss_mel: 18.243532180786133 (18.18430995941162) | > loss_duration: 2.1547305583953857 (2.189860999584198) | > loss_1: 31.95149040222168 (31.83235216140747) | > grad_norm_1: tensor(99.5845, device='cuda:0') (tensor(106.4961, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3635 (0.4000222682952881) | > loader_time: 0.0028 (0.002946138381958008)  --> TIME: 2024-06-11 17:09:25 -- STEP: 29/330 -- GLOBAL_STEP: 282400 | > loss_disc: 2.343966484069824 (2.3481807790953537) | > loss_disc_real_0: 0.12457846105098724 (0.1090191363774497) | > loss_disc_real_1: 0.23110392689704895 (0.20119506377598334) | > loss_disc_real_2: 0.2255614548921585 (0.2129925093774138) | > loss_disc_real_3: 0.21414239704608917 (0.22850980172897206) | > loss_disc_real_4: 0.2236846536397934 (0.2316005964731348) | > loss_disc_real_5: 0.21153579652309418 (0.22546866690290385) | > loss_0: 2.343966484069824 (2.3481807790953537) | > grad_norm_0: tensor(8.7406, device='cuda:0') (tensor(8.0443, device='cuda:0')) | > loss_gen: 2.4466826915740967 (2.4909044627485604) | > loss_kl: 2.058835983276367 (1.880586393948259) | > loss_feat: 7.677687168121338 (6.936793146462276) | > loss_mel: 18.284500122070312 (17.86361319443275) | > loss_duration: 2.0178518295288086 (2.04290298757882) | > loss_1: 32.485557556152344 (31.214799946752088) | > grad_norm_1: tensor(97.9021, device='cuda:0') (tensor(89.4782, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3864 (0.37407726254956475) | > loader_time: 0.0039 (0.0033963466512745826)  --> TIME: 2024-06-11 17:09:34 -- STEP: 54/330 -- GLOBAL_STEP: 282425 | > loss_disc: 2.4165825843811035 (2.350794103410509) | > loss_disc_real_0: 0.09784795343875885 (0.10955084239443143) | > loss_disc_real_1: 0.20604324340820312 (0.19980957607428232) | > loss_disc_real_2: 0.2329675555229187 (0.21255714611874688) | > loss_disc_real_3: 0.23158502578735352 (0.2276394229244303) | > loss_disc_real_4: 0.20304368436336517 (0.2291484080530979) | > loss_disc_real_5: 0.21223196387290955 (0.22391922744335951) | > loss_0: 2.4165825843811035 (2.350794103410509) | > grad_norm_0: tensor(6.4066, device='cuda:0') (tensor(8.6889, device='cuda:0')) | > loss_gen: 2.4142134189605713 (2.4969796957793062) | > loss_kl: 1.9686086177825928 (1.8935595706657127) | > loss_feat: 7.275209426879883 (7.019155078464085) | > loss_mel: 18.868040084838867 (17.819046762254498) | > loss_duration: 1.9879578351974487 (2.0176132431736695) | > loss_1: 32.51403045654297 (31.246354244373464) | > grad_norm_1: tensor(48.4969, device='cuda:0') (tensor(85.6484, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3664 (0.3706646053879349) | > loader_time: 0.0033 (0.0034898651970757377)  --> TIME: 2024-06-11 17:09:44 -- STEP: 79/330 -- GLOBAL_STEP: 282450 | > loss_disc: 2.3162059783935547 (2.3609606555745577) | > loss_disc_real_0: 0.11853022128343582 (0.11264052308058436) | > loss_disc_real_1: 0.1917169690132141 (0.19998336668255962) | > loss_disc_real_2: 0.21709080040454865 (0.21135363095923315) | > loss_disc_real_3: 0.23339830338954926 (0.22801091984102997) | > loss_disc_real_4: 0.2574786841869354 (0.23108397348772122) | > loss_disc_real_5: 0.2438167780637741 (0.22515248931661436) | > loss_0: 2.3162059783935547 (2.3609606555745577) | > grad_norm_0: tensor(5.0711, device='cuda:0') (tensor(9.7874, device='cuda:0')) | > loss_gen: 2.5388410091400146 (2.4878105121322824) | > loss_kl: 2.0392799377441406 (1.9318006959142564) | > loss_feat: 6.736942291259766 (7.026095082488241) | > loss_mel: 17.093189239501953 (17.7417562702034) | > loss_duration: 1.9639601707458496 (2.008734194538261) | > loss_1: 30.37221336364746 (31.196196688881404) | > grad_norm_1: tensor(90.9993, device='cuda:0') (tensor(97.4849, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3806 (0.369192820561083) | > loader_time: 0.0035 (0.003544958331916906)  --> TIME: 2024-06-11 17:09:53 -- STEP: 104/330 -- GLOBAL_STEP: 282475 | > loss_disc: 2.3382561206817627 (2.356440681677599) | > loss_disc_real_0: 0.08176235854625702 (0.11351453892600077) | > loss_disc_real_1: 0.1824798434972763 (0.19847235628045523) | > loss_disc_real_2: 0.21162442862987518 (0.21098974762627712) | > loss_disc_real_3: 0.20815818011760712 (0.22712917783512518) | > loss_disc_real_4: 0.22490769624710083 (0.23104258053577864) | > loss_disc_real_5: 0.19177189469337463 (0.22320915729953691) | > loss_0: 2.3382561206817627 (2.356440681677599) | > grad_norm_0: tensor(5.0531, device='cuda:0') (tensor(9.5781, device='cuda:0')) | > loss_gen: 2.5573596954345703 (2.485744932523141) | > loss_kl: 2.07924222946167 (1.945921241090848) | > loss_feat: 7.6395978927612305 (7.002866135193751) | > loss_mel: 17.711044311523438 (17.67976018098684) | > loss_duration: 2.059321641921997 (2.0096228008086854) | > loss_1: 32.046566009521484 (31.123915213804977) | > grad_norm_1: tensor(69.7015, device='cuda:0') (tensor(96.9015, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3549 (0.3689965032614193) | > loader_time: 0.0042 (0.0036069842485281136)  --> TIME: 2024-06-11 17:10:03 -- STEP: 129/330 -- GLOBAL_STEP: 282500 | > loss_disc: 2.3960516452789307 (2.3619287272756417) | > loss_disc_real_0: 0.11228543519973755 (0.11425746457521306) | > loss_disc_real_1: 0.19918565452098846 (0.1984054743088493) | > loss_disc_real_2: 0.21361933648586273 (0.21186524779759636) | > loss_disc_real_3: 0.226357102394104 (0.22807041561418726) | > loss_disc_real_4: 0.23926182091236115 (0.23180641153062037) | > loss_disc_real_5: 0.2509230375289917 (0.22423055756461713) | > loss_0: 2.3960516452789307 (2.3619287272756417) | > grad_norm_0: tensor(13.7704, device='cuda:0') (tensor(9.2548, device='cuda:0')) | > loss_gen: 2.356796979904175 (2.482393856196441) | > loss_kl: 2.0257582664489746 (1.9543720576190209) | > loss_feat: 6.953084468841553 (7.000643796698991) | > loss_mel: 17.622726440429688 (17.66144573596096) | > loss_duration: 1.9775428771972656 (2.010967499525971) | > loss_1: 30.935909271240234 (31.10982290164445) | > grad_norm_1: tensor(134.2466, device='cuda:0') (tensor(92.7975, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3735 (0.36995799966560766) | > loader_time: 0.0041 (0.0036909118179203003) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_282500.pth  --> TIME: 2024-06-11 17:10:17 -- STEP: 154/330 -- GLOBAL_STEP: 282525 | > loss_disc: 2.3989038467407227 (2.360861916046638) | > loss_disc_real_0: 0.10749566555023193 (0.11477814184187295) | > loss_disc_real_1: 0.22890958189964294 (0.19777011522999058) | > loss_disc_real_2: 0.2784964442253113 (0.2121696322188749) | > loss_disc_real_3: 0.21694716811180115 (0.22796002659317735) | > loss_disc_real_4: 0.1920611709356308 (0.2312228534515802) | > loss_disc_real_5: 0.1885339468717575 (0.2236466124266773) | > loss_0: 2.3989038467407227 (2.360861916046638) | > grad_norm_0: tensor(14.3700, device='cuda:0') (tensor(9.8798, device='cuda:0')) | > loss_gen: 2.429191827774048 (2.478360148219319) | > loss_kl: 2.0776944160461426 (1.9630977697186656) | > loss_feat: 7.19464635848999 (7.00029943515728) | > loss_mel: 17.500465393066406 (17.63778399182604) | > loss_duration: 2.0347676277160645 (2.0136764970692713) | > loss_1: 31.236764907836914 (31.09321777541916) | > grad_norm_1: tensor(68.3852, device='cuda:0') (tensor(103.5282, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.3852 (0.3728576294787518) | > loader_time: 0.0044 (0.003810408827546355)  --> TIME: 2024-06-11 17:10:27 -- STEP: 179/330 -- GLOBAL_STEP: 282550 | > loss_disc: 2.297950267791748 (2.3627702297445112) | > loss_disc_real_0: 0.11968275159597397 (0.11527087593544795) | > loss_disc_real_1: 0.23025378584861755 (0.19762592117546657) | > loss_disc_real_2: 0.19535690546035767 (0.21205800047466875) | > loss_disc_real_3: 0.21276426315307617 (0.2289655149482482) | > loss_disc_real_4: 0.20481427013874054 (0.23136040077196154) | > loss_disc_real_5: 0.21505363285541534 (0.22366489153667535) | > loss_0: 2.297950267791748 (2.3627702297445112) | > grad_norm_0: tensor(29.7803, device='cuda:0') (tensor(11.5967, device='cuda:0')) | > loss_gen: 2.5321199893951416 (2.4781034538865754) | > loss_kl: 1.9855988025665283 (1.9668850239428728) | > loss_feat: 7.973750114440918 (6.9985187972724106) | > loss_mel: 17.215070724487305 (17.599939239757685) | > loss_duration: 2.052614688873291 (2.0197735598633404) | > loss_1: 31.759153366088867 (31.06321997615878) | > grad_norm_1: tensor(470.1324, device='cuda:0') (tensor(128.3859, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.384 (0.37541785852869114) | > loader_time: 0.0051 (0.003941031141654074)  --> TIME: 2024-06-11 17:10:37 -- STEP: 204/330 -- GLOBAL_STEP: 282575 | > loss_disc: 2.405708074569702 (2.363573285878873) | > loss_disc_real_0: 0.12355862557888031 (0.11595174206384257) | > loss_disc_real_1: 0.23290283977985382 (0.1980957027305575) | > loss_disc_real_2: 0.1984955221414566 (0.21234029399998047) | > loss_disc_real_3: 0.20237761735916138 (0.2291094725038491) | > loss_disc_real_4: 0.19471578299999237 (0.23040898662863993) | > loss_disc_real_5: 0.2115354984998703 (0.22364211002109097) | > loss_0: 2.405708074569702 (2.363573285878873) | > grad_norm_0: tensor(11.7790, device='cuda:0') (tensor(13.2577, device='cuda:0')) | > loss_gen: 2.429506301879883 (2.480980416138968) | > loss_kl: 2.167325258255005 (1.9662440828248566) | > loss_feat: 7.321242809295654 (7.016045331954956) | > loss_mel: 17.96695899963379 (17.565324227015157) | > loss_duration: 2.0218193531036377 (2.027183593488207) | > loss_1: 31.9068546295166 (31.055777568443148) | > grad_norm_1: tensor(358.3798, device='cuda:0') (tensor(153.2191, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.4032 (0.37853679469987445) | > loader_time: 0.0053 (0.004079437723346784)  --> TIME: 2024-06-11 17:10:48 -- STEP: 229/330 -- GLOBAL_STEP: 282600 | > loss_disc: 2.4793143272399902 (2.3636323187549038) | > loss_disc_real_0: 0.17944665253162384 (0.11623356364439669) | > loss_disc_real_1: 0.22119173407554626 (0.1982654873851085) | > loss_disc_real_2: 0.21709337830543518 (0.2124442513462758) | > loss_disc_real_3: 0.24943213164806366 (0.2293129572441484) | > loss_disc_real_4: 0.267930805683136 (0.23016528088973598) | > loss_disc_real_5: 0.30758431553840637 (0.22390893791440272) | > loss_0: 2.4793143272399902 (2.3636323187549038) | > grad_norm_0: tensor(83.7030, device='cuda:0') (tensor(15.9886, device='cuda:0')) | > loss_gen: 2.4926435947418213 (2.4901008158271503) | > loss_kl: 1.9837764501571655 (1.9693118011066486) | > loss_feat: 6.573240756988525 (7.0299500752744715) | > loss_mel: 17.86193084716797 (17.542163361628486) | > loss_duration: 2.124326705932617 (2.0352479182997136) | > loss_1: 31.035919189453125 (31.066773918518333) | > grad_norm_1: tensor(528.2955, device='cuda:0') (tensor(171.5551, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.4073 (0.38273414670119627) | > loader_time: 0.006 (0.004210423173862773)  --> TIME: 2024-06-11 17:10:59 -- STEP: 254/330 -- GLOBAL_STEP: 282625 | > loss_disc: 2.3137853145599365 (2.3674042497094216) | > loss_disc_real_0: 0.112185999751091 (0.11880191849676643) | > loss_disc_real_1: 0.17133702337741852 (0.19797817019261713) | > loss_disc_real_2: 0.21984751522541046 (0.21255879714263706) | > loss_disc_real_3: 0.245527446269989 (0.22927322256283497) | > loss_disc_real_4: 0.2677193582057953 (0.2309652243073531) | > loss_disc_real_5: 0.19783921539783478 (0.2235619100177382) | > loss_0: 2.3137853145599365 (2.3674042497094216) | > grad_norm_0: tensor(44.6517, device='cuda:0') (tensor(19.1162, device='cuda:0')) | > loss_gen: 2.603456735610962 (2.4928802627278137) | > loss_kl: 2.1354808807373047 (1.9715728234118364) | > loss_feat: 8.027301788330078 (7.032590391129021) | > loss_mel: 17.715105056762695 (17.49099031208067) | > loss_duration: 2.0652709007263184 (2.0426014577309934) | > loss_1: 32.54661560058594 (31.030635165417287) | > grad_norm_1: tensor(456.9334, device='cuda:0') (tensor(195.1085, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.436 (0.3868500200782234) | > loader_time: 0.0062 (0.0043671919604924715)  --> TIME: 2024-06-11 17:11:10 -- STEP: 279/330 -- GLOBAL_STEP: 282650 | > loss_disc: 2.43770694732666 (2.366200668410161) | > loss_disc_real_0: 0.21205611526966095 (0.11964740759048838) | > loss_disc_real_1: 0.23146581649780273 (0.19827490644429316) | > loss_disc_real_2: 0.19473102688789368 (0.21209648977898357) | > loss_disc_real_3: 0.22909493744373322 (0.22944986168628953) | > loss_disc_real_4: 0.21086381375789642 (0.22954838923228685) | > loss_disc_real_5: 0.1999295949935913 (0.2228177918328179) | > loss_0: 2.43770694732666 (2.366200668410161) | > grad_norm_0: tensor(62.7365, device='cuda:0') (tensor(21.7729, device='cuda:0')) | > loss_gen: 2.606235980987549 (2.4968593975121847) | > loss_kl: 2.021526575088501 (1.975679382201164) | > loss_feat: 7.086136341094971 (7.050651322983499) | > loss_mel: 17.146902084350586 (17.450659710873826) | > loss_duration: 2.1408071517944336 (2.051627669283141) | > loss_1: 31.001609802246094 (31.025477392271856) | > grad_norm_1: tensor(156.2943, device='cuda:0') (tensor(216.2030, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.4516 (0.39187203940524834) | > loader_time: 0.0065 (0.004533714718288845)  --> TIME: 2024-06-11 17:11:22 -- STEP: 304/330 -- GLOBAL_STEP: 282675 | > loss_disc: 2.367096185684204 (2.3681945847837547) | > loss_disc_real_0: 0.1380474865436554 (0.12057753517537524) | > loss_disc_real_1: 0.1972283124923706 (0.1985990458021039) | > loss_disc_real_2: 0.2134648561477661 (0.2124961113655254) | > loss_disc_real_3: 0.2205759584903717 (0.22944630986373676) | > loss_disc_real_4: 0.18774881958961487 (0.22958478708996585) | > loss_disc_real_5: 0.17929433286190033 (0.22250915328530887) | > loss_0: 2.367096185684204 (2.3681945847837547) | > grad_norm_0: tensor(44.0314, device='cuda:0') (tensor(23.5932, device='cuda:0')) | > loss_gen: 2.409691095352173 (2.4920798916565765) | > loss_kl: 1.977371096611023 (1.9784591103854932) | > loss_feat: 8.006306648254395 (7.063064081104178) | > loss_mel: 16.452611923217773 (17.412771519861717) | > loss_duration: 2.219275712966919 (2.062493834056355) | > loss_1: 31.065258026123047 (31.008868361774244) | > grad_norm_1: tensor(524.4006, device='cuda:0') (tensor(233.9391, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 0.4874 (0.3984253853559493) | > loader_time: 0.0068 (0.004711987156617014)  --> TIME: 2024-06-11 17:11:51 -- STEP: 329/330 -- GLOBAL_STEP: 282700 | > loss_disc: 2.6883695125579834 (2.3712988530248857) | > loss_disc_real_0: 0.2009267657995224 (0.12146866826572679) | > loss_disc_real_1: 0.2018965631723404 (0.19911066780155556) | > loss_disc_real_2: 0.23180770874023438 (0.21234613244837908) | > loss_disc_real_3: 0.18438372015953064 (0.22960318303398086) | > loss_disc_real_4: 0.3123014271259308 (0.23041538232909148) | > loss_disc_real_5: 0.2117650806903839 (0.22294470214916218) | > loss_0: 2.6883695125579834 (2.3712988530248857) | > grad_norm_0: tensor(9.7543, device='cuda:0') (tensor(23.6676, device='cuda:0')) | > loss_gen: 2.2980973720550537 (2.4894052377950118) | > loss_kl: 2.2114920616149902 (1.9845312812045715) | > loss_feat: 8.774328231811523 (7.158068371398833) | > loss_mel: 15.741302490234375 (17.375229536943525) | > loss_duration: 2.3026211261749268 (2.0770781576452313) | > loss_1: 31.327842712402344 (31.084312543318266) | > grad_norm_1: tensor(186.3823, device='cuda:0') (tensor(236.9096, device='cuda:0')) | > current_lr_0: 0.0001858031471483524 | > current_lr_1: 0.0001858031471483524 | > step_time: 14.3576 (0.4537373835554962) | > loader_time: 0.0348 (0.0052002077769363565)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.343510627746582 (2.343510627746582) | > loss_disc_real_0: 0.09349475800991058 (0.09349475800991058) | > loss_disc_real_1: 0.13821463286876678 (0.13821463286876678) | > loss_disc_real_2: 0.20424436032772064 (0.20424436032772064) | > loss_disc_real_3: 0.24476169049739838 (0.24476169049739838) | > loss_disc_real_4: 0.21507693827152252 (0.21507693827152252) | > loss_disc_real_5: 0.23462249338626862 (0.23462249338626862) | > loss_0: 2.343510627746582 (2.343510627746582) | > loss_gen: 2.183744192123413 (2.183744192123413) | > loss_kl: 2.539691209793091 (2.539691209793091) | > loss_feat: 5.196918964385986 (5.196918964385986) | > loss_mel: 15.430261611938477 (15.430261611938477) | > loss_duration: 2.981581687927246 (2.981581687927246) | > loss_1: 28.332199096679688 (28.332199096679688)  --> STEP: 1 | > loss_disc: 2.2417001724243164 (2.2417001724243164) | > loss_disc_real_0: 0.05544491857290268 (0.05544491857290268) | > loss_disc_real_1: 0.11434447765350342 (0.11434447765350342) | > loss_disc_real_2: 0.19897408783435822 (0.19897408783435822) | > loss_disc_real_3: 0.24011407792568207 (0.24011407792568207) | > loss_disc_real_4: 0.24891328811645508 (0.24891328811645508) | > loss_disc_real_5: 0.2298184186220169 (0.2298184186220169) | > loss_0: 2.2417001724243164 (2.2417001724243164) | > loss_gen: 2.30374813079834 (2.30374813079834) | > loss_kl: 2.447916269302368 (2.447916269302368) | > loss_feat: 8.696271896362305 (8.696271896362305) | > loss_mel: 19.165241241455078 (19.165241241455078) | > loss_duration: 2.3542847633361816 (2.3542847633361816) | > loss_1: 34.967464447021484 (34.967464447021484)  --> STEP: 2 | > loss_disc: 2.228062391281128 (2.234881281852722) | > loss_disc_real_0: 0.06311506778001785 (0.059279993176460266) | > loss_disc_real_1: 0.12878897786140442 (0.12156672775745392) | > loss_disc_real_2: 0.22322167456150055 (0.21109788119792938) | > loss_disc_real_3: 0.2719103693962097 (0.2560122236609459) | > loss_disc_real_4: 0.216483473777771 (0.23269838094711304) | > loss_disc_real_5: 0.16644906997680664 (0.19813374429941177) | > loss_0: 2.228062391281128 (2.234881281852722) | > loss_gen: 2.3153059482574463 (2.309527039527893) | > loss_kl: 2.4104855060577393 (2.4292008876800537) | > loss_feat: 6.622848033905029 (7.659559965133667) | > loss_mel: 18.44618034362793 (18.805710792541504) | > loss_duration: 2.419301986694336 (2.386793375015259) | > loss_1: 32.2141227722168 (33.59079360961914)  --> STEP: 3 | > loss_disc: 2.362267255783081 (2.277343273162842) | > loss_disc_real_0: 0.17702043056488037 (0.09852680563926697) | > loss_disc_real_1: 0.23928815126419067 (0.1608072022596995) | > loss_disc_real_2: 0.17506280541419983 (0.19908618927001953) | > loss_disc_real_3: 0.2415250539779663 (0.2511831670999527) | > loss_disc_real_4: 0.2621970772743225 (0.24253127972284952) | > loss_disc_real_5: 0.19936241209506989 (0.19854330023129782) | > loss_0: 2.362267255783081 (2.277343273162842) | > loss_gen: 2.4133269786834717 (2.3441270192464194) | > loss_kl: 3.6082184314727783 (2.822206735610962) | > loss_feat: 5.785689830780029 (7.034936587015788) | > loss_mel: 15.251288414001465 (17.620903333028156) | > loss_duration: 2.298922538757324 (2.357503096262614) | > loss_1: 29.357444763183594 (32.17967732747396)  --> STEP: 4 | > loss_disc: 2.4437623023986816 (2.3189480304718018) | > loss_disc_real_0: 0.09272418916225433 (0.09707615152001381) | > loss_disc_real_1: 0.1943504810333252 (0.16919302195310593) | > loss_disc_real_2: 0.11788948625326157 (0.17878701351583004) | > loss_disc_real_3: 0.204868346452713 (0.23960446193814278) | > loss_disc_real_4: 0.2182871252298355 (0.23647024109959602) | > loss_disc_real_5: 0.1629106104373932 (0.18963512778282166) | > loss_0: 2.4437623023986816 (2.3189480304718018) | > loss_gen: 1.8126630783081055 (2.211261034011841) | > loss_kl: 3.6834731101989746 (3.037523329257965) | > loss_feat: 5.368725776672363 (6.618383884429932) | > loss_mel: 15.345823287963867 (17.052133321762085) | > loss_duration: 2.351245403289795 (2.355938673019409) | > loss_1: 28.561931610107422 (31.275240898132324)  --> STEP: 5 | > loss_disc: 2.156862497329712 (2.286530923843384) | > loss_disc_real_0: 0.17678071558475494 (0.11301706433296203) | > loss_disc_real_1: 0.17786391079425812 (0.17092719972133635) | > loss_disc_real_2: 0.1662406623363495 (0.17627774327993392) | > loss_disc_real_3: 0.21155591309070587 (0.2339947521686554) | > loss_disc_real_4: 0.1953674703836441 (0.22824968695640563) | > loss_disc_real_5: 0.15775638818740845 (0.18325937986373902) | > loss_0: 2.156862497329712 (2.286530923843384) | > loss_gen: 2.5081894397735596 (2.2706467151641845) | > loss_kl: 2.8919196128845215 (3.0084025859832764) | > loss_feat: 6.065701007843018 (6.507847309112549) | > loss_mel: 18.798179626464844 (17.401342582702636) | > loss_duration: 2.348311424255371 (2.3544132232666017) | > loss_1: 32.612300872802734 (31.542652893066407)  --> STEP: 6 | > loss_disc: 2.382192373275757 (2.3024744987487793) | > loss_disc_real_0: 0.12522417306900024 (0.11505158245563507) | > loss_disc_real_1: 0.1488746851682663 (0.16725178062915802) | > loss_disc_real_2: 0.22170807421207428 (0.18384946510195732) | > loss_disc_real_3: 0.2444717139005661 (0.2357409124573072) | > loss_disc_real_4: 0.2597326934337616 (0.23349685470263162) | > loss_disc_real_5: 0.1976550966501236 (0.1856586659948031) | > loss_0: 2.382192373275757 (2.3024744987487793) | > loss_gen: 2.2878482341766357 (2.2735136349995932) | > loss_kl: 2.871166944503784 (2.985529979070028) | > loss_feat: 5.069625377655029 (6.268143653869629) | > loss_mel: 18.130428314208984 (17.52285687128703) | > loss_duration: 2.127685070037842 (2.316625197728475) | > loss_1: 30.486753463745117 (31.36666965484619)  --> STEP: 7 | > loss_disc: 2.2279186248779297 (2.2918236596243724) | > loss_disc_real_0: 0.03833278268575668 (0.10409175391708102) | > loss_disc_real_1: 0.09650668501853943 (0.15714533839906966) | > loss_disc_real_2: 0.2500506341457367 (0.19330677496535437) | > loss_disc_real_3: 0.2044035792350769 (0.23126415056841715) | > loss_disc_real_4: 0.25475919246673584 (0.2365343315260751) | > loss_disc_real_5: 0.17505234479904175 (0.18414347725255148) | > loss_0: 2.2279186248779297 (2.2918236596243724) | > loss_gen: 2.3679256439208984 (2.287001064845494) | > loss_kl: 4.094622611999512 (3.14397178377424) | > loss_feat: 7.004620552062988 (6.373354639325823) | > loss_mel: 18.957717895507812 (17.727837017604283) | > loss_duration: 2.5557055473327637 (2.3507795333862305) | > loss_1: 34.980594635009766 (31.882944652012416)  --> STEP: 8 | > loss_disc: 2.446171283721924 (2.311117112636566) | > loss_disc_real_0: 0.14631664752960205 (0.10936986561864614) | > loss_disc_real_1: 0.1519789695739746 (0.15649954229593277) | > loss_disc_real_2: 0.18121923506259918 (0.19179583247750998) | > loss_disc_real_3: 0.2068886011838913 (0.2282172068953514) | > loss_disc_real_4: 0.22512392699718475 (0.2351080309599638) | > loss_disc_real_5: 0.15567944943904877 (0.18058547377586365) | > loss_0: 2.446171283721924 (2.311117112636566) | > loss_gen: 1.88432776927948 (2.236666902899742) | > loss_kl: 3.352480411529541 (3.1700353622436523) | > loss_feat: 6.405670642852783 (6.377394139766693) | > loss_mel: 17.6205997467041 (17.71443235874176) | > loss_duration: 2.2771003246307373 (2.341569632291794) | > loss_1: 31.540176391601562 (31.84009861946106)  --> STEP: 9 | > loss_disc: 2.3218157291412354 (2.3123058478037515) | > loss_disc_real_0: 0.09288763254880905 (0.10753850638866425) | > loss_disc_real_1: 0.13280658423900604 (0.1538669914007187) | > loss_disc_real_2: 0.2008809894323349 (0.19280529436137941) | > loss_disc_real_3: 0.23926155269145966 (0.22944435642825234) | > loss_disc_real_4: 0.22554230690002441 (0.23404517273108164) | > loss_disc_real_5: 0.19789403676986694 (0.182508647441864) | > loss_0: 2.3218157291412354 (2.3123058478037515) | > loss_gen: 2.1514265537261963 (2.2271957529915705) | > loss_kl: 2.7154064178466797 (3.1195210350884333) | > loss_feat: 7.854639053344727 (6.541532463497585) | > loss_mel: 19.817119598388672 (17.948064274258083) | > loss_duration: 2.169680118560791 (2.3224707974327936) | > loss_1: 34.708274841308594 (32.15878486633301)  --> STEP: 10 | > loss_disc: 2.150235891342163 (2.2960988521575927) | > loss_disc_real_0: 0.1050138846039772 (0.10728604421019554) | > loss_disc_real_1: 0.14780902862548828 (0.15326119512319564) | > loss_disc_real_2: 0.21256452798843384 (0.19478121772408485) | > loss_disc_real_3: 0.23415255546569824 (0.22991517633199693) | > loss_disc_real_4: 0.2782738506793976 (0.23846804052591325) | > loss_disc_real_5: 0.26583701372146606 (0.1908414840698242) | > loss_0: 2.150235891342163 (2.2960988521575927) | > loss_gen: 2.6328139305114746 (2.267757570743561) | > loss_kl: 3.0811989307403564 (3.1156888246536254) | > loss_feat: 7.279526233673096 (6.615331840515137) | > loss_mel: 18.453933715820312 (17.998651218414306) | > loss_duration: 2.3373870849609375 (2.323962426185608) | > loss_1: 33.78485870361328 (32.32139225006104)  --> STEP: 11 | > loss_disc: 2.382216691970825 (2.3039277466860684) | > loss_disc_real_0: 0.10178370773792267 (0.10678583180362528) | > loss_disc_real_1: 0.20679253339767456 (0.15812768042087555) | > loss_disc_real_2: 0.241380512714386 (0.19901751726865768) | > loss_disc_real_3: 0.23795174062252045 (0.23064577308568088) | > loss_disc_real_4: 0.2621036767959595 (0.24061673473228107) | > loss_disc_real_5: 0.2763923704624176 (0.1986188373782418) | > loss_0: 2.382216691970825 (2.3039277466860684) | > loss_gen: 2.471920967102051 (2.2863178795034234) | > loss_kl: 3.5460641384124756 (3.1548138531771572) | > loss_feat: 7.356738090515137 (6.682732408696955) | > loss_mel: 18.373178482055664 (18.032699151472613) | > loss_duration: 2.487764835357666 (2.3388535542921587) | > loss_1: 34.23566818237305 (32.49541733481667)  --> STEP: 12 | > loss_disc: 2.3656041622161865 (2.309067447980245) | > loss_disc_real_0: 0.12048541754484177 (0.10792746394872665) | > loss_disc_real_1: 0.13569507002830505 (0.15625829622149467) | > loss_disc_real_2: 0.2365693897008896 (0.20214683997134367) | > loss_disc_real_3: 0.24716024100780487 (0.23202197874585787) | > loss_disc_real_4: 0.2275892198085785 (0.2395311084886392) | > loss_disc_real_5: 0.2374468594789505 (0.2018545058866342) | > loss_0: 2.3656041622161865 (2.309067447980245) | > loss_gen: 2.2984747886657715 (2.2873309552669525) | > loss_kl: 2.57582426071167 (3.1065647204717) | > loss_feat: 6.538802623748779 (6.670738259951274) | > loss_mel: 17.530385971069336 (17.99083971977234) | > loss_duration: 2.2634031772613525 (2.332566022872925) | > loss_1: 31.206890106201172 (32.38804006576538)  --> STEP: 13 | > loss_disc: 2.422013282775879 (2.3177555891183705) | > loss_disc_real_0: 0.09632787853479385 (0.1070351881476549) | > loss_disc_real_1: 0.17388853430747986 (0.1576144683819551) | > loss_disc_real_2: 0.24209748208522797 (0.20521996628779632) | > loss_disc_real_3: 0.27308496832847595 (0.23518067025221312) | > loss_disc_real_4: 0.21275915205478668 (0.2374717272244967) | > loss_disc_real_5: 0.2602371573448181 (0.20634547907572526) | > loss_0: 2.422013282775879 (2.3177555891183705) | > loss_gen: 2.2434287071228027 (2.283953859255864) | > loss_kl: 3.559009075164795 (3.141368132371169) | > loss_feat: 4.946175575256348 (6.538079591897818) | > loss_mel: 15.426359176635742 (17.79357198568491) | > loss_duration: 2.257951259613037 (2.326826425699087) | > loss_1: 28.432924270629883 (32.0838003892165)  --> STEP: 14 | > loss_disc: 2.252927541732788 (2.3131250143051147) | > loss_disc_real_0: 0.09108379483222961 (0.1058958029108388) | > loss_disc_real_1: 0.20117659866809845 (0.1607260491166796) | > loss_disc_real_2: 0.1673874408006668 (0.20251764303871564) | > loss_disc_real_3: 0.26094087958335876 (0.2370206852044378) | > loss_disc_real_4: 0.2393469214439392 (0.23760566966874258) | > loss_disc_real_5: 0.19000187516212463 (0.20517807879618236) | > loss_0: 2.252927541732788 (2.3131250143051147) | > loss_gen: 2.3756556510925293 (2.2905039872441972) | > loss_kl: 3.683044672012329 (3.180059313774109) | > loss_feat: 7.07345724105835 (6.576320852552142) | > loss_mel: 19.341516494750977 (17.9041394506182) | > loss_duration: 2.375710964202881 (2.330318178449358) | > loss_1: 34.84938430786133 (32.28134209769113)  --> STEP: 15 | > loss_disc: 2.531956434249878 (2.3277137756347654) | > loss_disc_real_0: 0.10434207320213318 (0.10579222093025843) | > loss_disc_real_1: 0.14888063073158264 (0.15993635455767313) | > loss_disc_real_2: 0.19958321750164032 (0.20232201466957728) | > loss_disc_real_3: 0.24772067368030548 (0.23773401776949565) | > loss_disc_real_4: 0.2775900363922119 (0.24027129411697387) | > loss_disc_real_5: 0.23082180321216583 (0.2068876604239146) | > loss_0: 2.531956434249878 (2.3277137756347654) | > loss_gen: 2.149423360824585 (2.2810986121495564) | > loss_kl: 3.4331257343292236 (3.196930408477783) | > loss_feat: 6.852348327636719 (6.594722684224447) | > loss_mel: 18.048845291137695 (17.913786506652833) | > loss_duration: 2.332587957382202 (2.330469497044881) | > loss_1: 32.81632995605469 (32.31700795491537)  --> STEP: 16 | > loss_disc: 2.483048915863037 (2.3374222218990326) | > loss_disc_real_0: 0.07997224479913712 (0.10417847242206335) | > loss_disc_real_1: 0.2485465705394745 (0.16547449305653572) | > loss_disc_real_2: 0.20267929136753082 (0.20234434446319938) | > loss_disc_real_3: 0.367767870426178 (0.2458611335605383) | > loss_disc_real_4: 0.289015531539917 (0.24331780895590782) | > loss_disc_real_5: 0.27364033460617065 (0.2110597025603056) | > loss_0: 2.483048915863037 (2.3374222218990326) | > loss_gen: 2.538038730621338 (2.297157369554043) | > loss_kl: 2.405588388442993 (3.147471532225609) | > loss_feat: 7.672003746032715 (6.662052750587463) | > loss_mel: 16.165849685668945 (17.80454045534134) | > loss_duration: 2.420916795730591 (2.336122453212738) | > loss_1: 31.2023983001709 (32.247344851493835)  --> STEP: 17 | > loss_disc: 2.677285671234131 (2.3574141895069793) | > loss_disc_real_0: 0.14876782894134521 (0.10680137574672699) | > loss_disc_real_1: 0.20895981788635254 (0.1680324533406426) | > loss_disc_real_2: 0.2817474603652954 (0.20701511598685207) | > loss_disc_real_3: 0.27497032284736633 (0.24757343881270466) | > loss_disc_real_4: 0.31803685426712036 (0.24771304691539092) | > loss_disc_real_5: 0.3530774712562561 (0.21941368895418503) | > loss_0: 2.677285671234131 (2.3574141895069793) | > loss_gen: 2.328162908554077 (2.298981224789339) | > loss_kl: 2.4398586750030518 (3.105847246506635) | > loss_feat: 5.837286949157715 (6.613537115209243) | > loss_mel: 17.119213104248047 (17.764227081747617) | > loss_duration: 2.509190559387207 (2.34630293004653) | > loss_1: 30.23371124267578 (32.128895815681005)  --> STEP: 18 | > loss_disc: 2.4851505756378174 (2.364510655403137) | > loss_disc_real_0: 0.0719844400882721 (0.1048671015434795) | > loss_disc_real_1: 0.1533261090517044 (0.16721543421347937) | > loss_disc_real_2: 0.1642850637435913 (0.20464122419555983) | > loss_disc_real_3: 0.3036445081233978 (0.25068849821885425) | > loss_disc_real_4: 0.26973697543144226 (0.248936598499616) | > loss_disc_real_5: 0.3067121207714081 (0.22426360183291966) | > loss_0: 2.4851505756378174 (2.364510655403137) | > loss_gen: 2.2698278427124023 (2.297361592451731) | > loss_kl: 2.4018378257751465 (3.066735612021552) | > loss_feat: 8.698029518127441 (6.7293422487046985) | > loss_mel: 17.859785079956055 (17.76953585942586) | > loss_duration: 2.2522265911102295 (2.341076466772291) | > loss_1: 33.48170852661133 (32.20405207739936)  --> STEP: 19 | > loss_disc: 2.5752005577087402 (2.3755995976297477) | > loss_disc_real_0: 0.23461395502090454 (0.11169588330544923) | > loss_disc_real_1: 0.19252562522888184 (0.1685475495300795) | > loss_disc_real_2: 0.32090574502944946 (0.21076040950260663) | > loss_disc_real_3: 0.3081039488315582 (0.2537103640405755) | > loss_disc_real_4: 0.2855253517627716 (0.25086232235557154) | > loss_disc_real_5: 0.32433339953422546 (0.2295304332908831) | > loss_0: 2.5752005577087402 (2.3755995976297477) | > loss_gen: 2.6828536987304688 (2.317650650676928) | > loss_kl: 2.5033321380615234 (3.0370827976026034) | > loss_feat: 7.004073143005371 (6.743801769457366) | > loss_mel: 16.337553024291992 (17.694168341787236) | > loss_duration: 2.3629589080810547 (2.3422281742095947) | > loss_1: 30.890771865844727 (32.1349320662649)  --> STEP: 20 | > loss_disc: 2.5157718658447266 (2.382608211040497) | > loss_disc_real_0: 0.10890590399503708 (0.11155638433992862) | > loss_disc_real_1: 0.23970511555671692 (0.17210542783141136) | > loss_disc_real_2: 0.24648243188858032 (0.21254651062190533) | > loss_disc_real_3: 0.23655912280082703 (0.2528528019785881) | > loss_disc_real_4: 0.2121139019727707 (0.2489249013364315) | > loss_disc_real_5: 0.1960531622171402 (0.22785656973719598) | > loss_0: 2.5157718658447266 (2.382608211040497) | > loss_gen: 2.2635016441345215 (2.314943200349808) | > loss_kl: 2.223020553588867 (2.9963796854019167) | > loss_feat: 7.293473243713379 (6.771285343170166) | > loss_mel: 18.661537170410156 (17.74253678321838) | > loss_duration: 2.3348052501678467 (2.3418570280075075) | > loss_1: 32.77634048461914 (32.167002487182614)  --> STEP: 21 | > loss_disc: 2.3835408687591553 (2.382652623312814) | > loss_disc_real_0: 0.08601705729961395 (0.11034022590943746) | > loss_disc_real_1: 0.19807188212871552 (0.17334192565509252) | > loss_disc_real_2: 0.19111762940883636 (0.21152608770699727) | > loss_disc_real_3: 0.29349440336227417 (0.2547881163301922) | > loss_disc_real_4: 0.2645164728164673 (0.24966735712119512) | > loss_disc_real_5: 0.2676489055156708 (0.2297514428695043) | > loss_0: 2.3835408687591553 (2.382652623312814) | > loss_gen: 2.280686140060425 (2.313311911764599) | > loss_kl: 2.1202292442321777 (2.954658235822405) | > loss_feat: 4.855864524841309 (6.680074828011649) | > loss_mel: 16.199392318725586 (17.66905371348063) | > loss_duration: 2.1650607585906982 (2.3334381580352783) | > loss_1: 27.621231079101562 (31.9505371820359)  --> STEP: 22 | > loss_disc: 2.408778429031372 (2.3838401599363848) | > loss_disc_real_0: 0.050426773726940155 (0.1076168871738694) | > loss_disc_real_1: 0.18898838758468628 (0.17405312847007404) | > loss_disc_real_2: 0.15488876402378082 (0.2089516639032147) | > loss_disc_real_3: 0.25937679409980774 (0.25499669259244745) | > loss_disc_real_4: 0.23622095584869385 (0.24905615706335416) | > loss_disc_real_5: 0.2653314173221588 (0.23136871443553406) | > loss_0: 2.408778429031372 (2.3838401599363848) | > loss_gen: 2.2243735790252686 (2.3092692602764475) | > loss_kl: 2.086512804031372 (2.915197079831904) | > loss_feat: 7.57351541519165 (6.7206857637925586) | > loss_mel: 18.274980545043945 (17.696595842188053) | > loss_duration: 2.2170157432556152 (2.328146230090748) | > loss_1: 32.37639617919922 (31.969894409179688)  --> STEP: 23 | > loss_disc: 2.595872402191162 (2.393058953077897) | > loss_disc_real_0: 0.12181589752435684 (0.10823423544997754) | > loss_disc_real_1: 0.24704386293888092 (0.17722663866437) | > loss_disc_real_2: 0.25849848985671997 (0.21110587372728015) | > loss_disc_real_3: 0.3254702687263489 (0.25806076112000836) | > loss_disc_real_4: 0.3135870099067688 (0.25186184631741565) | > loss_disc_real_5: 0.3646213412284851 (0.23716230690479279) | > loss_0: 2.595872402191162 (2.393058953077897) | > loss_gen: 2.496143102645874 (2.3173942099446836) | > loss_kl: 2.5318899154663086 (2.898531550946443) | > loss_feat: 5.4777984619140625 (6.666647185450015) | > loss_mel: 16.779685974121094 (17.65673019575036) | > loss_duration: 2.3045172691345215 (2.3271188839622168) | > loss_1: 29.590036392211914 (31.866422321485437)  --> STEP: 24 | > loss_disc: 2.5724570751190186 (2.4005338748296103) | > loss_disc_real_0: 0.16975559294223785 (0.11079762534548838) | > loss_disc_real_1: 0.18607307970523834 (0.1775952403744062) | > loss_disc_real_2: 0.3229071795940399 (0.21576426147172847) | > loss_disc_real_3: 0.315779447555542 (0.2604657063881556) | > loss_disc_real_4: 0.2254156619310379 (0.25075992196798325) | > loss_disc_real_5: 0.22085237503051758 (0.23648272641003132) | > loss_0: 2.5724570751190186 (2.4005338748296103) | > loss_gen: 2.2657697200775146 (2.3152431895335517) | > loss_kl: 2.3856191635131836 (2.877160201470057) | > loss_feat: 6.131375312805176 (6.64434419075648) | > loss_mel: 16.769914627075195 (17.61977954705556) | > loss_duration: 2.4045724868774414 (2.330346117417018) | > loss_1: 29.957252502441406 (31.78687357902527)  --> STEP: 25 | > loss_disc: 2.580230712890625 (2.407721748352051) | > loss_disc_real_0: 0.12342801690101624 (0.1113028410077095) | > loss_disc_real_1: 0.1900016963481903 (0.17809149861335755) | > loss_disc_real_2: 0.16721348464488983 (0.21382223039865494) | > loss_disc_real_3: 0.27642375230789185 (0.26110402822494505) | > loss_disc_real_4: 0.30510205030441284 (0.2529336071014404) | > loss_disc_real_5: 0.3831571340560913 (0.24234970271587372) | > loss_0: 2.580230712890625 (2.407721748352051) | > loss_gen: 2.3089749813079834 (2.314992461204529) | > loss_kl: 2.703291654586792 (2.8702054595947266) | > loss_feat: 5.316561698913574 (6.591232891082764) | > loss_mel: 15.32361125946045 (17.527932815551758) | > loss_duration: 2.39664888381958 (2.3329982280731203) | > loss_1: 28.049087524414062 (31.63736213684082)  --> STEP: 26 | > loss_disc: 2.8134279251098633 (2.4233258320735054) | > loss_disc_real_0: 0.18485653400421143 (0.11413182919988266) | > loss_disc_real_1: 0.2343818098306656 (0.180256510583254) | > loss_disc_real_2: 0.3165610134601593 (0.21777372205486664) | > loss_disc_real_3: 0.2293490320444107 (0.2598826822180014) | > loss_disc_real_4: 0.291726291179657 (0.2544256334121411) | > loss_disc_real_5: 0.24115388095378876 (0.24230370957117814) | > loss_0: 2.8134279251098633 (2.4233258320735054) | > loss_gen: 1.944095253944397 (2.300727184002216) | > loss_kl: 2.5884227752685547 (2.85936766404372) | > loss_feat: 5.7184858322143555 (6.5576656965109015) | > loss_mel: 8.966325759887695 (17.198640236487755) | > loss_duration: 2.292773485183716 (2.331451122577374) | > loss_1: 21.51010513305664 (31.24785225207989) --> EVAL PERFORMANCE | > avg_loader_time: 0.002497141177837665 (+0.00014377557314359211) | > avg_loss_disc: 2.4233258320735054 (-0.009896360910855329) | > avg_loss_disc_real_0: 0.11413182919988266 (-0.031638573568600864) | > avg_loss_disc_real_1: 0.180256510583254 (-0.01406726670952943) | > avg_loss_disc_real_2: 0.21777372205486664 (-0.05067896241178879) | > avg_loss_disc_real_3: 0.2598826822180014 (+0.00687210491070378) | > avg_loss_disc_real_4: 0.2544256334121411 (+0.032919139816210835) | > avg_loss_disc_real_5: 0.24230370957117814 (-1.3518791932343177e-05) | > avg_loss_0: 2.4233258320735054 (-0.009896360910855329) | > avg_loss_gen: 2.300727184002216 (-0.1930450751231274) | > avg_loss_kl: 2.85936766404372 (+0.13120483893614532) | > avg_loss_feat: 6.5576656965109015 (-0.167924440824069) | > avg_loss_mel: 17.198640236487755 (-0.4584737190833472) | > avg_loss_duration: 2.331451122577374 (-0.02944827996767474) | > avg_loss_1: 31.24785225207989 (-0.717686579777645)  > EPOCH: 590/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:11:57)   --> TIME: 2024-06-11 17:12:07 -- STEP: 24/330 -- GLOBAL_STEP: 282725 | > loss_disc: 2.395193099975586 (2.351051211357117) | > loss_disc_real_0: 0.10269130766391754 (0.10677966165045898) | > loss_disc_real_1: 0.21033267676830292 (0.19822491519153118) | > loss_disc_real_2: 0.19015002250671387 (0.21233930625021458) | > loss_disc_real_3: 0.2619161009788513 (0.23130414138237634) | > loss_disc_real_4: 0.26533380150794983 (0.23073763897021612) | > loss_disc_real_5: 0.254479318857193 (0.22564930530885854) | > loss_0: 2.395193099975586 (2.351051211357117) | > grad_norm_0: tensor(7.5021, device='cuda:0') (tensor(9.3672, device='cuda:0')) | > loss_gen: 2.570509672164917 (2.5048670669396724) | > loss_kl: 1.750497817993164 (1.8729467193285625) | > loss_feat: 6.834095478057861 (6.93830543756485) | > loss_mel: 17.592140197753906 (17.740035136540737) | > loss_duration: 1.9723145961761475 (2.0504335115353265) | > loss_1: 30.71955680847168 (31.106587807337444) | > grad_norm_1: tensor(66.8134, device='cuda:0') (tensor(98.7440, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.3654 (0.36891948183377593) | > loader_time: 0.0036 (0.0033218959967295327)  --> TIME: 2024-06-11 17:12:17 -- STEP: 49/330 -- GLOBAL_STEP: 282750 | > loss_disc: 2.3469879627227783 (2.3488254547119154) | > loss_disc_real_0: 0.09061853587627411 (0.10632451806141406) | > loss_disc_real_1: 0.22551238536834717 (0.19787098771455336) | > loss_disc_real_2: 0.1596701443195343 (0.21238751222892682) | > loss_disc_real_3: 0.2323046326637268 (0.22923316578475797) | > loss_disc_real_4: 0.22810249030590057 (0.23136408049233106) | > loss_disc_real_5: 0.21217194199562073 (0.22195077337780778) | > loss_0: 2.3469879627227783 (2.3488254547119154) | > grad_norm_0: tensor(9.5410, device='cuda:0') (tensor(11.0156, device='cuda:0')) | > loss_gen: 2.528071403503418 (2.484000308173044) | > loss_kl: 1.9998751878738403 (1.8772508562827597) | > loss_feat: 7.285218238830566 (6.980855182725556) | > loss_mel: 17.53395652770996 (17.70886911664691) | > loss_duration: 1.9512171745300293 (2.0149875319733916) | > loss_1: 31.29833984375 (31.065963083383988) | > grad_norm_1: tensor(78.7927, device='cuda:0') (tensor(114.0468, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.3849 (0.37003148331934105) | > loader_time: 0.0033 (0.0034585047741325535)  --> TIME: 2024-06-11 17:12:26 -- STEP: 74/330 -- GLOBAL_STEP: 282775 | > loss_disc: 2.352065086364746 (2.340900691779885) | > loss_disc_real_0: 0.10918878018856049 (0.10762322945771993) | > loss_disc_real_1: 0.19811084866523743 (0.1969206685552726) | > loss_disc_real_2: 0.21688367426395416 (0.2130006547715213) | > loss_disc_real_3: 0.22273316979408264 (0.22818399059611397) | > loss_disc_real_4: 0.2257278561592102 (0.2303737732204231) | > loss_disc_real_5: 0.22483472526073456 (0.22147864969195546) | > loss_0: 2.352065086364746 (2.340900691779885) | > grad_norm_0: tensor(8.0887, device='cuda:0') (tensor(10.2913, device='cuda:0')) | > loss_gen: 2.4686288833618164 (2.492075530258385) | > loss_kl: 2.0440948009490967 (1.9103807790859326) | > loss_feat: 6.988828182220459 (7.052660310590589) | > loss_mel: 17.759540557861328 (17.718265945846976) | > loss_duration: 1.9458993673324585 (2.0028215211790963) | > loss_1: 31.206993103027344 (31.17620414012187) | > grad_norm_1: tensor(114.1860, device='cuda:0') (tensor(107.6827, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.398 (0.37092840993726583) | > loader_time: 0.0038 (0.00354187230806093)  --> TIME: 2024-06-11 17:12:36 -- STEP: 99/330 -- GLOBAL_STEP: 282800 | > loss_disc: 2.313589334487915 (2.3407508748950376) | > loss_disc_real_0: 0.130965918302536 (0.10911144466713223) | > loss_disc_real_1: 0.19149653613567352 (0.19597238091507344) | > loss_disc_real_2: 0.1981462836265564 (0.2128629144093003) | > loss_disc_real_3: 0.24851703643798828 (0.229295551776886) | > loss_disc_real_4: 0.21781104803085327 (0.22997934845360843) | > loss_disc_real_5: 0.23551423847675323 (0.22039719859156945) | > loss_0: 2.313589334487915 (2.3407508748950376) | > grad_norm_0: tensor(10.9838, device='cuda:0') (tensor(10.0393, device='cuda:0')) | > loss_gen: 2.5269923210144043 (2.4874654586869065) | > loss_kl: 2.0223867893218994 (1.9255593798377297) | > loss_feat: 7.303737163543701 (7.0160765888715035) | > loss_mel: 17.86109733581543 (17.634566913951524) | > loss_duration: 2.035754680633545 (2.0038991082798354) | > loss_1: 31.749969482421875 (31.06756749779287) | > grad_norm_1: tensor(126.5058, device='cuda:0') (tensor(101.0785, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.3534 (0.371880297708993) | > loader_time: 0.0037 (0.0035896566179063586)  --> TIME: 2024-06-11 17:12:45 -- STEP: 124/330 -- GLOBAL_STEP: 282825 | > loss_disc: 2.3779730796813965 (2.346687591844989) | > loss_disc_real_0: 0.11816152930259705 (0.11036872196822399) | > loss_disc_real_1: 0.19114337861537933 (0.19594620708977023) | > loss_disc_real_2: 0.17568302154541016 (0.21239109109005622) | > loss_disc_real_3: 0.2132195681333542 (0.22927399712704843) | > loss_disc_real_4: 0.20870529115200043 (0.23089122075227) | > loss_disc_real_5: 0.20647890865802765 (0.22119837903207348) | > loss_0: 2.3779730796813965 (2.346687591844989) | > grad_norm_0: tensor(18.2505, device='cuda:0') (tensor(10.1892, device='cuda:0')) | > loss_gen: 2.550664186477661 (2.4826909361347083) | > loss_kl: 1.9436126947402954 (1.933529492347471) | > loss_feat: 7.586489200592041 (7.006623833410202) | > loss_mel: 18.44577980041504 (17.653506494337513) | > loss_duration: 2.038188934326172 (2.0071673941227703) | > loss_1: 32.564735412597656 (31.083518151314028) | > grad_norm_1: tensor(181.8358, device='cuda:0') (tensor(104.5178, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.636 (0.37437685074344756) | > loader_time: 0.0048 (0.0036879681771801362)  --> TIME: 2024-06-11 17:12:55 -- STEP: 149/330 -- GLOBAL_STEP: 282850 | > loss_disc: 2.388965129852295 (2.3520372329942334) | > loss_disc_real_0: 0.09743659198284149 (0.1126631587343728) | > loss_disc_real_1: 0.16918113827705383 (0.19671952364428733) | > loss_disc_real_2: 0.2564907968044281 (0.2130432124905938) | > loss_disc_real_3: 0.2245435118675232 (0.22898141659746235) | > loss_disc_real_4: 0.23475103080272675 (0.23108497392011168) | > loss_disc_real_5: 0.22040754556655884 (0.22150820393690326) | > loss_0: 2.388965129852295 (2.3520372329942334) | > grad_norm_0: tensor(26.1789, device='cuda:0') (tensor(10.9006, device='cuda:0')) | > loss_gen: 2.5308754444122314 (2.4811740865643395) | > loss_kl: 1.921977162361145 (1.9380480899106736) | > loss_feat: 6.994945526123047 (7.001591608828346) | > loss_mel: 18.12130355834961 (17.663879829765165) | > loss_duration: 2.049842357635498 (2.010675644714561) | > loss_1: 31.618946075439453 (31.09536927498427) | > grad_norm_1: tensor(101.5545, device='cuda:0') (tensor(110.3466, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.3705 (0.3766062899723949) | > loader_time: 0.0042 (0.003798057568953341)  --> TIME: 2024-06-11 17:13:05 -- STEP: 174/330 -- GLOBAL_STEP: 282875 | > loss_disc: 2.35080885887146 (2.3550702908943437) | > loss_disc_real_0: 0.07507184147834778 (0.11410036537496523) | > loss_disc_real_1: 0.20408622920513153 (0.19843604741082793) | > loss_disc_real_2: 0.22426734864711761 (0.2133116115783823) | > loss_disc_real_3: 0.22248142957687378 (0.2286693180600802) | > loss_disc_real_4: 0.21995921432971954 (0.23086853667922402) | > loss_disc_real_5: 0.19910065829753876 (0.22151026266744767) | > loss_0: 2.35080885887146 (2.3550702908943437) | > grad_norm_0: tensor(41.6829, device='cuda:0') (tensor(11.8630, device='cuda:0')) | > loss_gen: 2.4016354084014893 (2.483529259418619) | > loss_kl: 2.0348360538482666 (1.9482443736887527) | > loss_feat: 7.260059356689453 (7.012357703570662) | > loss_mel: 17.620464324951172 (17.662940715921337) | > loss_duration: 2.1238527297973633 (2.016250455516508) | > loss_1: 31.44084930419922 (31.123322519762763) | > grad_norm_1: tensor(260.9893, device='cuda:0') (tensor(125.9051, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.3768 (0.3782912437943207) | > loader_time: 0.0049 (0.003918935512674266)  --> TIME: 2024-06-11 17:13:15 -- STEP: 199/330 -- GLOBAL_STEP: 282900 | > loss_disc: 2.445319652557373 (2.3560271287084213) | > loss_disc_real_0: 0.1329525262117386 (0.11552272879298608) | > loss_disc_real_1: 0.24412313103675842 (0.19833115229954074) | > loss_disc_real_2: 0.24945372343063354 (0.21311409546801793) | > loss_disc_real_3: 0.25510072708129883 (0.22880331490507078) | > loss_disc_real_4: 0.26199179887771606 (0.23075199344349867) | > loss_disc_real_5: 0.23935605585575104 (0.2214915094213869) | > loss_0: 2.445319652557373 (2.3560271287084213) | > grad_norm_0: tensor(58.1040, device='cuda:0') (tensor(14.5755, device='cuda:0')) | > loss_gen: 2.4138965606689453 (2.4881260107510053) | > loss_kl: 1.9479975700378418 (1.9593858605054155) | > loss_feat: 6.049648284912109 (7.017499923706055) | > loss_mel: 16.707971572875977 (17.63282846805438) | > loss_duration: 2.1444268226623535 (2.0244740655074764) | > loss_1: 29.263940811157227 (31.122314338109003) | > grad_norm_1: tensor(373.2217, device='cuda:0') (tensor(150.9102, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.3977 (0.3807990898439034) | > loader_time: 0.0048 (0.004043169357069772)  --> TIME: 2024-06-11 17:13:26 -- STEP: 224/330 -- GLOBAL_STEP: 282925 | > loss_disc: 2.3757386207580566 (2.3595518895557936) | > loss_disc_real_0: 0.21383479237556458 (0.11634792911354452) | > loss_disc_real_1: 0.22370409965515137 (0.1984647408659969) | > loss_disc_real_2: 0.21140149235725403 (0.21264473861083388) | > loss_disc_real_3: 0.2303190976381302 (0.22903042140283755) | > loss_disc_real_4: 0.22770355641841888 (0.23127773563776696) | > loss_disc_real_5: 0.22026987373828888 (0.22164898851354206) | > loss_0: 2.3757386207580566 (2.3595518895557936) | > grad_norm_0: tensor(60.4811, device='cuda:0') (tensor(17.7038, device='cuda:0')) | > loss_gen: 2.550609827041626 (2.4903518866215433) | > loss_kl: 1.9293537139892578 (1.9666488654911518) | > loss_feat: 7.0258684158325195 (7.025358031902995) | > loss_mel: 16.726533889770508 (17.58940998997008) | > loss_duration: 2.1277360916137695 (2.031859203640902) | > loss_1: 30.36009979248047 (31.103627971240453) | > grad_norm_1: tensor(374.1855, device='cuda:0') (tensor(176.8759, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.4046 (0.38392760923930586) | > loader_time: 0.0049 (0.004170379468372893)  --> TIME: 2024-06-11 17:13:37 -- STEP: 249/330 -- GLOBAL_STEP: 282950 | > loss_disc: 2.3963005542755127 (2.3609448130350983) | > loss_disc_real_0: 0.12430046498775482 (0.11765087642763035) | > loss_disc_real_1: 0.16004334390163422 (0.1981991447179193) | > loss_disc_real_2: 0.21940721571445465 (0.21276489378936797) | > loss_disc_real_3: 0.24535632133483887 (0.2290839247076387) | > loss_disc_real_4: 0.26544851064682007 (0.23082868784785748) | > loss_disc_real_5: 0.26314598321914673 (0.22178122772270417) | > loss_0: 2.3963005542755127 (2.3609448130350983) | > grad_norm_0: tensor(53.2233, device='cuda:0') (tensor(20.4125, device='cuda:0')) | > loss_gen: 2.441068172454834 (2.4937027745457536) | > loss_kl: 2.104069948196411 (1.970923171464698) | > loss_feat: 6.813643932342529 (7.029353993963525) | > loss_mel: 17.034032821655273 (17.549167464535888) | > loss_duration: 2.1140599250793457 (2.040539301542871) | > loss_1: 30.50687599182129 (31.083686698392693) | > grad_norm_1: tensor(537.4305, device='cuda:0') (tensor(198.4374, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.4292 (0.3879429346107575) | > loader_time: 0.0054 (0.004302253684844362)  --> TIME: 2024-06-11 17:13:48 -- STEP: 274/330 -- GLOBAL_STEP: 282975 | > loss_disc: 2.3526387214660645 (2.3594049911429407) | > loss_disc_real_0: 0.12814289331436157 (0.11758806865091306) | > loss_disc_real_1: 0.23033584654331207 (0.19851127503453378) | > loss_disc_real_2: 0.19758212566375732 (0.21239498654638764) | > loss_disc_real_3: 0.24948494136333466 (0.22903647997083454) | > loss_disc_real_4: 0.21997562050819397 (0.2305428410751106) | > loss_disc_real_5: 0.22388511896133423 (0.2213434351839288) | > loss_0: 2.3526387214660645 (2.3594049911429407) | > grad_norm_0: tensor(9.2866, device='cuda:0') (tensor(21.4858, device='cuda:0')) | > loss_gen: 2.3721494674682617 (2.491854018538538) | > loss_kl: 2.040989637374878 (1.9746145867083194) | > loss_feat: 6.8210062980651855 (7.031315283183635) | > loss_mel: 15.623759269714355 (17.49703745946398) | > loss_duration: 2.12607479095459 (2.049001388741235) | > loss_1: 28.98398208618164 (31.043822734025273) | > grad_norm_1: tensor(301.6549, device='cuda:0') (tensor(214.5825, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.4503 (0.39259102744777713) | > loader_time: 0.0059 (0.004437935613367683)  --> TIME: 2024-06-11 17:14:00 -- STEP: 299/330 -- GLOBAL_STEP: 283000 | > loss_disc: 2.268395185470581 (2.3636271706392926) | > loss_disc_real_0: 0.0786706730723381 (0.11811740024881219) | > loss_disc_real_1: 0.16948659718036652 (0.19852967238844832) | > loss_disc_real_2: 0.19894550740718842 (0.21302087106632955) | > loss_disc_real_3: 0.2337971329689026 (0.22935134760512157) | > loss_disc_real_4: 0.21653808653354645 (0.23099553834235786) | > loss_disc_real_5: 0.1900082230567932 (0.22175391611446904) | > loss_0: 2.268395185470581 (2.3636271706392926) | > grad_norm_0: tensor(55.8428, device='cuda:0') (tensor(23.5025, device='cuda:0')) | > loss_gen: 2.458209753036499 (2.4900473727031693) | > loss_kl: 2.078744888305664 (1.9806884567075749) | > loss_feat: 7.0034074783325195 (7.038036485180807) | > loss_mel: 16.79610252380371 (17.450952871188683) | > loss_duration: 2.211470365524292 (2.059217304290339) | > loss_1: 30.54793357849121 (31.018942485286242) | > grad_norm_1: tensor(407.6372, device='cuda:0') (tensor(233.8797, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.4775 (0.3979412711982346) | > loader_time: 0.007 (0.004609692455534157) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_283000.pth  --> TIME: 2024-06-11 17:14:18 -- STEP: 324/330 -- GLOBAL_STEP: 283025 | > loss_disc: 2.580265522003174 (2.367055533844746) | > loss_disc_real_0: 0.20441223680973053 (0.12029657663524519) | > loss_disc_real_1: 0.27244874835014343 (0.1993006710422995) | > loss_disc_real_2: 0.24010337889194489 (0.2129790775109957) | > loss_disc_real_3: 0.25703126192092896 (0.22911507116607677) | > loss_disc_real_4: 0.26198625564575195 (0.2302772060588554) | > loss_disc_real_5: 0.2363053262233734 (0.221615994050179) | > loss_0: 2.580265522003174 (2.367055533844746) | > grad_norm_0: tensor(36.7010, device='cuda:0') (tensor(25.1429, device='cuda:0')) | > loss_gen: 2.571506977081299 (2.4917556923112754) | > loss_kl: 2.092325210571289 (1.9872840617173984) | > loss_feat: 8.591655731201172 (7.099935434482716) | > loss_mel: 17.160804748535156 (17.41954966533333) | > loss_duration: 2.2748312950134277 (2.0736110662972496) | > loss_1: 32.691123962402344 (31.07213591940609) | > grad_norm_1: tensor(311.1802, device='cuda:0') (tensor(245.7526, device='cuda:0')) | > current_lr_0: 0.00018577992175495886 | > current_lr_1: 0.00018577992175495886 | > step_time: 0.5876 (0.40958064647368453) | > loader_time: 0.0096 (0.004874941743450404)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.312950611114502 (2.312950611114502) | > loss_disc_real_0: 0.05790397897362709 (0.05790397897362709) | > loss_disc_real_1: 0.21055465936660767 (0.21055465936660767) | > loss_disc_real_2: 0.21125738322734833 (0.21125738322734833) | > loss_disc_real_3: 0.2058294415473938 (0.2058294415473938) | > loss_disc_real_4: 0.20835690200328827 (0.20835690200328827) | > loss_disc_real_5: 0.15890032052993774 (0.15890032052993774) | > loss_0: 2.312950611114502 (2.312950611114502) | > loss_gen: 2.1096529960632324 (2.1096529960632324) | > loss_kl: 2.0652377605438232 (2.0652377605438232) | > loss_feat: 6.612242221832275 (6.612242221832275) | > loss_mel: 15.03991413116455 (15.03991413116455) | > loss_duration: 2.9810643196105957 (2.9810643196105957) | > loss_1: 28.8081111907959 (28.8081111907959)  --> STEP: 1 | > loss_disc: 2.2236063480377197 (2.2236063480377197) | > loss_disc_real_0: 0.08639596402645111 (0.08639596402645111) | > loss_disc_real_1: 0.12483610212802887 (0.12483610212802887) | > loss_disc_real_2: 0.1363356113433838 (0.1363356113433838) | > loss_disc_real_3: 0.1666552871465683 (0.1666552871465683) | > loss_disc_real_4: 0.1994144767522812 (0.1994144767522812) | > loss_disc_real_5: 0.18047881126403809 (0.18047881126403809) | > loss_0: 2.2236063480377197 (2.2236063480377197) | > loss_gen: 1.9423633813858032 (1.9423633813858032) | > loss_kl: 2.8745946884155273 (2.8745946884155273) | > loss_feat: 7.09464168548584 (7.09464168548584) | > loss_mel: 17.850553512573242 (17.850553512573242) | > loss_duration: 2.3846752643585205 (2.3846752643585205) | > loss_1: 32.146827697753906 (32.146827697753906)  --> STEP: 2 | > loss_disc: 2.5506389141082764 (2.387122631072998) | > loss_disc_real_0: 0.07078562676906586 (0.07859079539775848) | > loss_disc_real_1: 0.2858777940273285 (0.20535694807767868) | > loss_disc_real_2: 0.2872333526611328 (0.2117844820022583) | > loss_disc_real_3: 0.2474800944328308 (0.20706769078969955) | > loss_disc_real_4: 0.2180526703596115 (0.20873357355594635) | > loss_disc_real_5: 0.2114124298095703 (0.1959456205368042) | > loss_0: 2.5506389141082764 (2.387122631072998) | > loss_gen: 2.098625898361206 (2.0204946398735046) | > loss_kl: 2.3135666847229004 (2.594080686569214) | > loss_feat: 5.688868045806885 (6.391754865646362) | > loss_mel: 18.27823829650879 (18.064395904541016) | > loss_duration: 2.4640233516693115 (2.424349308013916) | > loss_1: 30.84332275390625 (31.495075225830078)  --> STEP: 3 | > loss_disc: 2.1754395961761475 (2.3165616194407144) | > loss_disc_real_0: 0.06739427894353867 (0.07485862324635188) | > loss_disc_real_1: 0.12400244176387787 (0.17823877930641174) | > loss_disc_real_2: 0.24067097902297974 (0.22141331434249878) | > loss_disc_real_3: 0.14437521994113922 (0.1861702005068461) | > loss_disc_real_4: 0.10669107735157013 (0.1747194081544876) | > loss_disc_real_5: 0.2008756697177887 (0.19758897026379904) | > loss_0: 2.1754395961761475 (2.3165616194407144) | > loss_gen: 2.388986825942993 (2.143325368563334) | > loss_kl: 3.6631052494049072 (2.950422207514445) | > loss_feat: 9.05909252166748 (7.280867417653401) | > loss_mel: 18.312917709350586 (18.147236506144207) | > loss_duration: 2.3233585357666016 (2.390685717264811) | > loss_1: 35.747459411621094 (32.91253662109375)  --> STEP: 4 | > loss_disc: 2.413092851638794 (2.3406944274902344) | > loss_disc_real_0: 0.11424461007118225 (0.08470511995255947) | > loss_disc_real_1: 0.16807974874973297 (0.17569902166724205) | > loss_disc_real_2: 0.2289040982723236 (0.223286010324955) | > loss_disc_real_3: 0.23448054492473602 (0.1982477866113186) | > loss_disc_real_4: 0.16070306301116943 (0.17121532186865807) | > loss_disc_real_5: 0.2108878642320633 (0.2009136937558651) | > loss_0: 2.413092851638794 (2.3406944274902344) | > loss_gen: 2.020240068435669 (2.112554043531418) | > loss_kl: 3.075340509414673 (2.981651782989502) | > loss_feat: 5.659790992736816 (6.875598311424255) | > loss_mel: 18.317367553710938 (18.18976926803589) | > loss_duration: 2.3163769245147705 (2.372108519077301) | > loss_1: 31.389116287231445 (32.531681537628174)  --> STEP: 5 | > loss_disc: 2.266017198562622 (2.3257589817047117) | > loss_disc_real_0: 0.1527620255947113 (0.09831650108098984) | > loss_disc_real_1: 0.14920388162136078 (0.1703999936580658) | > loss_disc_real_2: 0.18843059241771698 (0.21631492674350739) | > loss_disc_real_3: 0.1853986531496048 (0.19567795991897582) | > loss_disc_real_4: 0.20875629782676697 (0.17872351706027984) | > loss_disc_real_5: 0.22183889150619507 (0.2050987333059311) | > loss_0: 2.266017198562622 (2.3257589817047117) | > loss_gen: 2.1954586505889893 (2.1291349649429323) | > loss_kl: 2.254951238632202 (2.836311674118042) | > loss_feat: 5.461269378662109 (6.592732524871826) | > loss_mel: 18.884443283081055 (18.32870407104492) | > loss_duration: 2.279231071472168 (2.3535330295562744) | > loss_1: 31.075355529785156 (32.24041633605957)  --> STEP: 6 | > loss_disc: 2.4935436248779297 (2.353723088900248) | > loss_disc_real_0: 0.050990063697099686 (0.09042876151700814) | > loss_disc_real_1: 0.18884491920471191 (0.17347414791584015) | > loss_disc_real_2: 0.2714597284793854 (0.22550572703282037) | > loss_disc_real_3: 0.24044044315814972 (0.20313837379217148) | > loss_disc_real_4: 0.2134411484003067 (0.18450978895028433) | > loss_disc_real_5: 0.25514838099479675 (0.21344034125407538) | > loss_0: 2.4935436248779297 (2.353723088900248) | > loss_gen: 2.183218479156494 (2.1381488839785256) | > loss_kl: 2.775897979736328 (2.826242725054423) | > loss_feat: 6.491498947143555 (6.575860261917114) | > loss_mel: 18.426794052124023 (18.345052401224773) | > loss_duration: 2.170787811279297 (2.3230754931767783) | > loss_1: 32.048194885253906 (32.20837942759196)  --> STEP: 7 | > loss_disc: 2.464860677719116 (2.3695998873029436) | > loss_disc_real_0: 0.10317383706569672 (0.09224948659539223) | > loss_disc_real_1: 0.23842781782150269 (0.18275324361664907) | > loss_disc_real_2: 0.21747784316539764 (0.22435888648033142) | > loss_disc_real_3: 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(7.297756883833143) | > loss_mel: 19.180744171142578 (18.289858288235134) | > loss_duration: 2.2114830017089844 (2.3148078388637967) | > loss_1: 38.00112533569336 (33.043357637193466)  --> STEP: 10 | > loss_disc: 2.2305455207824707 (2.324184226989746) | > loss_disc_real_0: 0.06810129433870316 (0.09440270997583866) | > loss_disc_real_1: 0.1937311291694641 (0.17216745540499687) | > loss_disc_real_2: 0.1939796805381775 (0.22364872694015503) | > loss_disc_real_3: 0.2470877766609192 (0.21461448818445206) | > loss_disc_real_4: 0.2578992545604706 (0.18786050826311113) | > loss_disc_real_5: 0.23121045529842377 (0.20783145874738693) | > loss_0: 2.2305455207824707 (2.324184226989746) | > loss_gen: 2.3742191791534424 (2.189494860172272) | > loss_kl: 2.6834654808044434 (2.943114709854126) | > loss_feat: 5.711562633514404 (7.13913745880127) | > loss_mel: 17.88501739501953 (18.249374198913575) | > loss_duration: 2.356919288635254 (2.3190189838409423) | > loss_1: 31.011184692382812 (32.8401403427124)  --> STEP: 11 | > loss_disc: 2.4698092937469482 (2.337422869422219) | > loss_disc_real_0: 0.09610249102115631 (0.094557235525413) | > loss_disc_real_1: 0.14226311445236206 (0.16944887895475735) | > loss_disc_real_2: 0.16810142993927002 (0.2185989726673473) | > loss_disc_real_3: 0.2900329530239105 (0.22147071226076645) | > loss_disc_real_4: 0.2678435742855072 (0.19513169608332895) | > loss_disc_real_5: 0.2866595685482025 (0.2149976505474611) | > loss_0: 2.4698092937469482 (2.337422869422219) | > loss_gen: 2.1069350242614746 (2.1819894205440176) | > loss_kl: 3.10090970993042 (2.957459709861062) | > loss_feat: 4.858715534210205 (6.931826374747536) | > loss_mel: 18.199180603027344 (18.244811144742098) | > loss_duration: 2.500908851623535 (2.335554426366633) | > loss_1: 30.766651153564453 (32.65164132551713)  --> STEP: 12 | > loss_disc: 2.5902528762817383 (2.3584920366605124) | > loss_disc_real_0: 0.09409573674201965 (0.09451877729346354) | > loss_disc_real_1: 0.19750510156154633 (0.17178689750532308) | > loss_disc_real_2: 0.28736627101898193 (0.22432958086331686) | > loss_disc_real_3: 0.22508178651332855 (0.22177163511514664) | > loss_disc_real_4: 0.20904192328453064 (0.1962908816834291) | > loss_disc_real_5: 0.24561741948127747 (0.21754929795861244) | > loss_0: 2.5902528762817383 (2.3584920366605124) | > loss_gen: 2.016765832901001 (2.1682207882404327) | > loss_kl: 2.2597084045410156 (2.899313767751058) | > loss_feat: 6.265286445617676 (6.876281380653381) | > loss_mel: 17.204668045043945 (18.158132553100586) | > loss_duration: 2.2867307662963867 (2.3314857880274453) | > loss_1: 30.033161163330078 (32.43343464533488)  --> STEP: 13 | > loss_disc: 2.6616227626800537 (2.3818097848158617) | > loss_disc_real_0: 0.09102806448936462 (0.09425026092391747) | > loss_disc_real_1: 0.21255512535572052 (0.17492291503227675) | > loss_disc_real_2: 0.331755667924881 (0.23259312602189872) | > loss_disc_real_3: 0.24676325917243958 (0.2236940677349384) | > loss_disc_real_4: 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(18.127915827433267) | > loss_duration: 2.3597352504730225 (2.331127134958903) | > loss_1: 31.73964500427246 (32.41448440551758)  --> STEP: 16 | > loss_disc: 2.7988638877868652 (2.4375912845134735) | > loss_disc_real_0: 0.12868967652320862 (0.10251941182650626) | > loss_disc_real_1: 0.1750493198633194 (0.17619888810440898) | > loss_disc_real_2: 0.3784376084804535 (0.24504593946039677) | > loss_disc_real_3: 0.22589024901390076 (0.22636505588889122) | > loss_disc_real_4: 0.15716026723384857 (0.1963776173070073) | > loss_disc_real_5: 0.17495225369930267 (0.21984765026718378) | > loss_0: 2.7988638877868652 (2.4375912845134735) | > loss_gen: 1.8427784442901611 (2.136201463639736) | > loss_kl: 2.6401989459991455 (2.9834240078926086) | > loss_feat: 6.024563789367676 (6.745321989059448) | > loss_mel: 15.662822723388672 (17.97384750843048) | > loss_duration: 2.349679946899414 (2.332286685705185) | > loss_1: 28.520044326782227 (32.17108190059662)  --> STEP: 17 | > loss_disc: 2.4355297088623047 (2.4374700153575226) | > loss_disc_real_0: 0.08707155287265778 (0.10161071424098576) | > loss_disc_real_1: 0.13027913868427277 (0.17349772637381272) | > loss_disc_real_2: 0.24110057950019836 (0.24481385946273804) | > loss_disc_real_3: 0.28165602684020996 (0.22961746594485113) | > loss_disc_real_4: 0.2202184498310089 (0.19778001922018387) | > loss_disc_real_5: 0.26357802748680115 (0.22242002539774952) | > loss_0: 2.4355297088623047 (2.4374700153575226) | > loss_gen: 2.1808531284332275 (2.1388280321570003) | > loss_kl: 2.5317869186401367 (2.956857120289522) | > loss_feat: 6.822804927825928 (6.749879808986888) | > loss_mel: 17.431352615356445 (17.941936044132007) | > loss_duration: 2.4686479568481445 (2.3403079369488884) | > loss_1: 31.435443878173828 (32.12780907574822)  --> STEP: 18 | > loss_disc: 2.5786173343658447 (2.445311533080207) | > loss_disc_real_0: 0.13722671568393707 (0.10358938098781639) | > loss_disc_real_1: 0.25866958498954773 (0.17822949629690912) | > loss_disc_real_2: 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2.3484184741973877 (2.851673448085785) | > loss_feat: 5.203640937805176 (6.7801936864852905) | > loss_mel: 19.092967987060547 (17.90036458969116) | > loss_duration: 2.3056631088256836 (2.3333497524261473) | > loss_1: 30.946537017822266 (31.984620761871337)  --> STEP: 21 | > loss_disc: 2.261115550994873 (2.446938741774786) | > loss_disc_real_0: 0.05654110759496689 (0.10015975914540745) | > loss_disc_real_1: 0.172256201505661 (0.17797810158559255) | > loss_disc_real_2: 0.19290977716445923 (0.23883373609610967) | > loss_disc_real_3: 0.1690821349620819 (0.2252348136334192) | > loss_disc_real_4: 0.17884351313114166 (0.19656076317741758) | > loss_disc_real_5: 0.19136758148670197 (0.22479361295700073) | > loss_0: 2.261115550994873 (2.446938741774786) | > loss_gen: 2.160756826400757 (2.1210257155554637) | > loss_kl: 2.1344008445739746 (2.8175176098233177) | > loss_feat: 6.082790851593018 (6.746984027680897) | > loss_mel: 15.032670021057129 (17.763807705470494) | > loss_duration: 2.1414132118225098 (2.3242099171593074) | > loss_1: 27.552032470703125 (31.773545128958567)  --> STEP: 22 | > loss_disc: 2.694262981414795 (2.4581807526675132) | > loss_disc_real_0: 0.08175681531429291 (0.09932326169853861) | > loss_disc_real_1: 0.19737666845321655 (0.17885985462502998) | > loss_disc_real_2: 0.2702539265155792 (0.24026192656972192) | > loss_disc_real_3: 0.23816336691379547 (0.2258224751461636) | > loss_disc_real_4: 0.20041809976100922 (0.19673609665848993) | > loss_disc_real_5: 0.21121428906917572 (0.2241763709620996) | > loss_0: 2.694262981414795 (2.4581807526675132) | > loss_gen: 1.9279000759124756 (2.1122472773898733) | > loss_kl: 2.200251817703247 (2.78946007381786) | > loss_feat: 7.757627487182617 (6.792922366749156) | > loss_mel: 18.374547958374023 (17.791568626057018) | > loss_duration: 2.179161548614502 (2.3176168094981797) | > loss_1: 32.439491271972656 (31.80381540818648)  --> STEP: 23 | > loss_disc: 2.597938299179077 (2.4642571677332334) | > loss_disc_real_0: 0.1080019474029541 (0.09970059585960014) | > loss_disc_real_1: 0.15490736067295074 (0.17781844184450482) | > loss_disc_real_2: 0.27371281385421753 (0.24171631297339563) | > loss_disc_real_3: 0.2687171995639801 (0.22768746316432953) | > loss_disc_real_4: 0.20839382708072662 (0.197242954502935) | > loss_disc_real_5: 0.23811347782611847 (0.2247823321301004) | > loss_0: 2.597938299179077 (2.4642571677332334) | > loss_gen: 1.9611173868179321 (2.1056764125823975) | > loss_kl: 2.4479362964630127 (2.7746112139328667) | > loss_feat: 5.953487873077393 (6.756425214850384) | > loss_mel: 16.250762939453125 (17.724577074465543) | > loss_duration: 2.27131986618042 (2.3156038989191465) | > loss_1: 28.884624481201172 (31.676894063534945)  --> STEP: 24 | > loss_disc: 2.5689797401428223 (2.4686206082502995) | > loss_disc_real_0: 0.2003520280122757 (0.1038944055326283) | > loss_disc_real_1: 0.14539454877376556 (0.17646744629989067) | > loss_disc_real_2: 0.28234410285949707 (0.2434091375519832) | > loss_disc_real_3: 0.27556276321411133 (0.22968226733307043) | > loss_disc_real_4: 0.22233295440673828 (0.19828837116559347) | > loss_disc_real_5: 0.213723823428154 (0.22432156093418598) | > loss_0: 2.5689797401428223 (2.4686206082502995) | > loss_gen: 2.0384414196014404 (2.1028749545415244) | > loss_kl: 2.299363851547241 (2.754809240500132) | > loss_feat: 4.66379976272583 (6.669232487678528) | > loss_mel: 16.86569595336914 (17.68879036108653) | > loss_duration: 2.395254611968994 (2.3189226786295567) | > loss_1: 28.262554168701172 (31.534629901250202)  --> STEP: 25 | > loss_disc: 2.5970044136047363 (2.473755960464477) | > loss_disc_real_0: 0.13358436524868011 (0.10508200392127037) | > loss_disc_real_1: 0.27372312545776367 (0.1803576734662056) | > loss_disc_real_2: 0.2303796410560608 (0.2428879576921463) | > loss_disc_real_3: 0.2283388078212738 (0.22962852895259858) | > loss_disc_real_4: 0.18879938125610352 (0.19790881156921386) | > loss_disc_real_5: 0.21475952863693237 (0.22393907964229584) | > loss_0: 2.5970044136047363 (2.473755960464477) | > loss_gen: 2.126018524169922 (2.10380069732666) | > loss_kl: 2.644170045852661 (2.7503836727142335) | > loss_feat: 7.024343490600586 (6.68343692779541) | > loss_mel: 17.119123458862305 (17.66600368499756) | > loss_duration: 2.3810322284698486 (2.3214070606231685) | > loss_1: 31.294687271118164 (31.525032196044922)  --> STEP: 26 | > loss_disc: 2.511090040206909 (2.4751918866084166) | > loss_disc_real_0: 0.15672610700130463 (0.10706831557819477) | > loss_disc_real_1: 0.1226101890206337 (0.17813661637214515) | > loss_disc_real_2: 0.14662037789821625 (0.23918535846930283) | > loss_disc_real_3: 0.18703195452690125 (0.22799019916699484) | > loss_disc_real_4: 0.15399454534053802 (0.19621980132964942) | > loss_disc_real_5: 0.17242774367332458 (0.22195787441272002) | > loss_0: 2.511090040206909 (2.4751918866084166) | > loss_gen: 1.8418922424316406 (2.0937272952153134) | > loss_kl: 2.385106325149536 (2.7363345439617452) | > loss_feat: 13.070328712463379 (6.929086611821101) | > loss_mel: 18.523937225341797 (17.699001128856953) | > loss_duration: 2.296675443649292 (2.3204558445857115) | > loss_1: 38.11793899536133 (31.778605534480167) --> EVAL PERFORMANCE | > avg_loader_time: 0.00235442014840933 (-0.00014272102942833537) | > avg_loss_disc: 2.4751918866084166 (+0.05186605453491122) | > avg_loss_disc_real_0: 0.10706831557819477 (-0.007063513621687889) | > avg_loss_disc_real_1: 0.17813661637214515 (-0.0021198942111088637) | > avg_loss_disc_real_2: 0.23918535846930283 (+0.02141163641443619) | > avg_loss_disc_real_3: 0.22799019916699484 (-0.03189248305100659) | > avg_loss_disc_real_4: 0.19621980132964942 (-0.058205832082491665) | > avg_loss_disc_real_5: 0.22195787441272002 (-0.020345835158458114) | > avg_loss_0: 2.4751918866084166 (+0.05186605453491122) | > avg_loss_gen: 2.0937272952153134 (-0.20699988878690245) | > avg_loss_kl: 2.7363345439617452 (-0.12303312008197453) | > avg_loss_feat: 6.929086611821101 (+0.3714209153101997) | > avg_loss_mel: 17.699001128856953 (+0.5003608923691978) | > avg_loss_duration: 2.3204558445857115 (-0.010995277991662444) | > avg_loss_1: 31.778605534480167 (+0.5307532824002763)  > EPOCH: 591/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:14:40)   --> TIME: 2024-06-11 17:14:48 -- STEP: 19/330 -- GLOBAL_STEP: 283050 | > loss_disc: 2.306889057159424 (2.315635129025108) | > loss_disc_real_0: 0.08231183886528015 (0.11042885090175428) | > loss_disc_real_1: 0.195235013961792 (0.19812079244538358) | > loss_disc_real_2: 0.20442424714565277 (0.21149170477139323) | > loss_disc_real_3: 0.21838542819023132 (0.22181200353722824) | > loss_disc_real_4: 0.22930993139743805 (0.2295540900606858) | > loss_disc_real_5: 0.1964169144630432 (0.21941745281219482) | > loss_0: 2.306889057159424 (2.315635129025108) | > grad_norm_0: tensor(5.0033, device='cuda:0') (tensor(7.9044, device='cuda:0')) | > loss_gen: 2.404733657836914 (2.501736515446713) | > loss_kl: 1.780908465385437 (1.867390933789705) | > loss_feat: 6.963000774383545 (6.949235891041003) | > loss_mel: 17.531940460205078 (17.88602598089921) | > loss_duration: 1.9775447845458984 (2.075635684163947) | > loss_1: 30.658126831054688 (31.280025281404193) | > grad_norm_1: tensor(106.9488, device='cuda:0') (tensor(80.5414, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.3509 (0.3670525927292673) | > loader_time: 0.0032 (0.0031591214631733144)  --> TIME: 2024-06-11 17:14:58 -- STEP: 44/330 -- GLOBAL_STEP: 283075 | > loss_disc: 2.299198627471924 (2.3324708179994063) | > loss_disc_real_0: 0.09261132776737213 (0.10909705490551212) | > loss_disc_real_1: 0.19558563828468323 (0.19528889588334344) | > loss_disc_real_2: 0.16518829762935638 (0.2102681906385855) | > loss_disc_real_3: 0.24466067552566528 (0.22950188781727443) | > loss_disc_real_4: 0.24027229845523834 (0.22968930378556252) | > loss_disc_real_5: 0.2442357838153839 (0.22245125845074654) | > loss_0: 2.299198627471924 (2.3324708179994063) | > grad_norm_0: tensor(8.9465, device='cuda:0') (tensor(8.5338, device='cuda:0')) | > loss_gen: 2.6536478996276855 (2.498847191984003) | > loss_kl: 1.8961292505264282 (1.9246102977882733) | > loss_feat: 7.677225589752197 (7.036401694471186) | > loss_mel: 18.51182746887207 (17.789979978041213) | > loss_duration: 1.9377192258834839 (2.0278637273745095) | > loss_1: 32.67654800415039 (31.277703068473123) | > grad_norm_1: tensor(146.7769, device='cuda:0') (tensor(89.3950, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.3676 (0.3660078157078136) | > loader_time: 0.004 (0.0033046819946982646)  --> TIME: 2024-06-11 17:15:07 -- STEP: 69/330 -- GLOBAL_STEP: 283100 | > loss_disc: 2.445647716522217 (2.3494790325994077) | > loss_disc_real_0: 0.12125156819820404 (0.11218002384555513) | > loss_disc_real_1: 0.17142271995544434 (0.19692780962888745) | > loss_disc_real_2: 0.2504141330718994 (0.21291151059710461) | > loss_disc_real_3: 0.2569241523742676 (0.22945344275322513) | > loss_disc_real_4: 0.25371918082237244 (0.23059845942517984) | > loss_disc_real_5: 0.247268944978714 (0.2236939040215119) | > loss_0: 2.445647716522217 (2.3494790325994077) | > grad_norm_0: tensor(15.0947, device='cuda:0') (tensor(9.9032, device='cuda:0')) | > loss_gen: 2.3690624237060547 (2.490184441856715) | > loss_kl: 1.8970483541488647 (1.932309703550477) | > loss_feat: 6.751689434051514 (7.00646177927653) | > loss_mel: 16.900230407714844 (17.74953533946604) | > loss_duration: 1.9504947662353516 (2.0115360194358263) | > loss_1: 29.868526458740234 (31.19002740279488) | > grad_norm_1: tensor(210.3551, device='cuda:0') (tensor(102.6451, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.361 (0.3665139122285705) | > loader_time: 0.0037 (0.0034943939982980923)  --> TIME: 2024-06-11 17:15:17 -- STEP: 94/330 -- GLOBAL_STEP: 283125 | > loss_disc: 2.310621738433838 (2.353122396672026) | > loss_disc_real_0: 0.13917052745819092 (0.1127560278202625) | > loss_disc_real_1: 0.1750379204750061 (0.1978335291781324) | > loss_disc_real_2: 0.23022030293941498 (0.21151051559346787) | > loss_disc_real_3: 0.2107810378074646 (0.2287252500970313) | > loss_disc_real_4: 0.21792829036712646 (0.23109276798811365) | > loss_disc_real_5: 0.19342297315597534 (0.2230433076620102) | > loss_0: 2.310621738433838 (2.353122396672026) | > grad_norm_0: tensor(6.4047, device='cuda:0') (tensor(9.2362, device='cuda:0')) | > loss_gen: 2.509166717529297 (2.4791173123298806) | > loss_kl: 1.9624892473220825 (1.946832020232018) | > loss_feat: 7.261221408843994 (6.95054614290278) | > loss_mel: 17.351770401000977 (17.68449731583291) | > loss_duration: 2.031766176223755 (2.0066741387894806) | > loss_1: 31.11641502380371 (31.067666987155345) | > grad_norm_1: tensor(81.0511, device='cuda:0') (tensor(95.4112, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.3945 (0.37028180284703033) | > loader_time: 0.0044 (0.0036674814021333737)  --> TIME: 2024-06-11 17:15:27 -- STEP: 119/330 -- GLOBAL_STEP: 283150 | > loss_disc: 2.3933920860290527 (2.3519954661361315) | > loss_disc_real_0: 0.1366538405418396 (0.1134356297239536) | > loss_disc_real_1: 0.1783115267753601 (0.1977429155792509) | > loss_disc_real_2: 0.1782272309064865 (0.2107137152377297) | > loss_disc_real_3: 0.2028658241033554 (0.2284526613329639) | > loss_disc_real_4: 0.18875925242900848 (0.230565010123894) | > loss_disc_real_5: 0.20855221152305603 (0.2228455989300704) | > loss_0: 2.3933920860290527 (2.3519954661361315) | > grad_norm_0: tensor(8.8208, device='cuda:0') (tensor(9.1579, device='cuda:0')) | > loss_gen: 2.351712226867676 (2.478661034287525) | > loss_kl: 1.9741272926330566 (1.9522441034557438) | > loss_feat: 8.025064468383789 (6.973767452881116) | > loss_mel: 17.484235763549805 (17.673950780339606) | > loss_duration: 2.0107064247131348 (2.007869712444914) | > loss_1: 31.84584617614746 (31.08649306738076) | > grad_norm_1: tensor(171.4637, device='cuda:0') (tensor(94.4313, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.3936 (0.37449272340085327) | > loader_time: 0.0038 (0.0038067292766410764)  --> TIME: 2024-06-11 17:15:37 -- STEP: 144/330 -- GLOBAL_STEP: 283175 | > loss_disc: 2.432870388031006 (2.354090296559864) | > loss_disc_real_0: 0.07467992603778839 (0.11339788273390797) | > loss_disc_real_1: 0.1689053177833557 (0.19768446901192266) | > loss_disc_real_2: 0.16188164055347443 (0.21067908271733257) | > loss_disc_real_3: 0.20698295533657074 (0.22886471688333485) | > loss_disc_real_4: 0.22697769105434418 (0.2310162370817529) | > loss_disc_real_5: 0.21787026524543762 (0.22287383892883858) | > loss_0: 2.432870388031006 (2.354090296559864) | > grad_norm_0: tensor(16.5948, device='cuda:0') (tensor(9.4804, device='cuda:0')) | > loss_gen: 2.280402183532715 (2.477005092634095) | > loss_kl: 1.931769609451294 (1.9610272174080212) | > loss_feat: 7.846435546875 (6.991931345727709) | > loss_mel: 17.375694274902344 (17.647547397348617) | > loss_duration: 2.012335777282715 (2.0129054619206315) | > loss_1: 31.446640014648438 (31.09041651089986) | > grad_norm_1: tensor(248.1579, device='cuda:0') (tensor(102.2544, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.4077 (0.37795107066631317) | > loader_time: 0.005 (0.00392446584171719)  --> TIME: 2024-06-11 17:15:47 -- STEP: 169/330 -- GLOBAL_STEP: 283200 | > loss_disc: 2.3078410625457764 (2.3595496225639225) | > loss_disc_real_0: 0.09622261673212051 (0.11464027090538183) | > loss_disc_real_1: 0.21538656949996948 (0.19818008995267766) | > loss_disc_real_2: 0.2299434095621109 (0.21158493605591136) | > loss_disc_real_3: 0.2148340940475464 (0.22938409756273914) | > loss_disc_real_4: 0.21742336452007294 (0.23108660275414145) | > loss_disc_real_5: 0.22127719223499298 (0.22284691062199294) | > loss_0: 2.3078410625457764 (2.3595496225639225) | > grad_norm_0: tensor(4.3801, device='cuda:0') (tensor(9.9982, device='cuda:0')) | > loss_gen: 2.4172122478485107 (2.4707156723067594) | > loss_kl: 1.9279968738555908 (1.9580287079839311) | > loss_feat: 7.2964982986450195 (6.974853464837611) | > loss_mel: 17.394933700561523 (17.635495355143348) | > loss_duration: 2.063101291656494 (2.017261829601941) | > loss_1: 31.099740982055664 (31.056354996720714) | > grad_norm_1: tensor(118.0438, device='cuda:0') (tensor(109.4415, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.3892 (0.3804215707722501) | > loader_time: 0.0046 (0.0040179653280585466)  --> TIME: 2024-06-11 17:15:57 -- STEP: 194/330 -- GLOBAL_STEP: 283225 | > loss_disc: 2.3356261253356934 (2.3581104450619113) | > loss_disc_real_0: 0.13301557302474976 (0.11498616866229736) | > loss_disc_real_1: 0.1486658751964569 (0.19728471192809724) | > loss_disc_real_2: 0.22812916338443756 (0.21141517876657015) | > loss_disc_real_3: 0.24557434022426605 (0.22951609165090875) | > loss_disc_real_4: 0.2395702600479126 (0.23124571328925103) | > loss_disc_real_5: 0.25088268518447876 (0.22324558577893935) | > loss_0: 2.3356261253356934 (2.3581104450619113) | > grad_norm_0: tensor(26.7929, device='cuda:0') (tensor(11.5962, device='cuda:0')) | > loss_gen: 2.5605249404907227 (2.473365059832935) | > loss_kl: 2.0728628635406494 (1.964969403964957) | > loss_feat: 6.737148284912109 (6.981078364185451) | > loss_mel: 18.109737396240234 (17.604995063899718) | > loss_duration: 2.0492892265319824 (2.024169435206145) | > loss_1: 31.529563903808594 (31.04857731848648) | > grad_norm_1: tensor(229.3759, device='cuda:0') (tensor(126.7000, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.3946 (0.38194747438135845) | > loader_time: 0.0047 (0.004122452637583935)  --> TIME: 2024-06-11 17:16:07 -- STEP: 219/330 -- GLOBAL_STEP: 283250 | > loss_disc: 2.497525930404663 (2.361266378942693) | > loss_disc_real_0: 0.19486188888549805 (0.11588611821197484) | > loss_disc_real_1: 0.21591396629810333 (0.19821515046570398) | > loss_disc_real_2: 0.21129105985164642 (0.21200481662739357) | > loss_disc_real_3: 0.20103217661380768 (0.230037805152266) | > loss_disc_real_4: 0.21512731909751892 (0.23073536035132736) | > loss_disc_real_5: 0.21068520843982697 (0.22290902907989885) | > loss_0: 2.497525930404663 (2.361266378942693) | > grad_norm_0: tensor(88.4773, device='cuda:0') (tensor(14.6763, device='cuda:0')) | > loss_gen: 2.343911647796631 (2.479336513231877) | > loss_kl: 2.2071280479431152 (1.9663774177908353) | > loss_feat: 7.520084381103516 (7.003260875945767) | > loss_mel: 18.489742279052734 (17.58850750422369) | > loss_duration: 2.1038894653320312 (2.031759365508543) | > loss_1: 32.664756774902344 (31.069241745831214) | > grad_norm_1: tensor(380.5649, device='cuda:0') (tensor(155.3249, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.4018 (0.3843502247170227) | > loader_time: 0.0054 (0.004237184785816763)  --> TIME: 2024-06-11 17:16:18 -- STEP: 244/330 -- GLOBAL_STEP: 283275 | > loss_disc: 2.283039093017578 (2.360994430839041) | > loss_disc_real_0: 0.059150271117687225 (0.11532386748089654) | > loss_disc_real_1: 0.2105265110731125 (0.1982042184862934) | > loss_disc_real_2: 0.21821261942386627 (0.21224931364909547) | > loss_disc_real_3: 0.20702344179153442 (0.23003124671637035) | > loss_disc_real_4: 0.17808105051517487 (0.23002468348770846) | > loss_disc_real_5: 0.2194577306509018 (0.22320070771164582) | > loss_0: 2.283039093017578 (2.360994430839041) | > grad_norm_0: tensor(41.1634, device='cuda:0') (tensor(17.0785, device='cuda:0')) | > loss_gen: 2.724330186843872 (2.4887596955064852) | > loss_kl: 1.9834924936294556 (1.9678113123432535) | > loss_feat: 7.5208516120910645 (7.013907358294627) | > loss_mel: 17.58368492126465 (17.544583625480776) | > loss_duration: 2.0575218200683594 (2.040391727549129) | > loss_1: 31.86988067626953 (31.055453777313232) | > grad_norm_1: tensor(546.7415, device='cuda:0') (tensor(181.9036, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.4343 (0.3875649581190016) | > loader_time: 0.0059 (0.004388129124875927)  --> TIME: 2024-06-11 17:16:29 -- STEP: 269/330 -- GLOBAL_STEP: 283300 | > loss_disc: 2.397827625274658 (2.364790054058943) | > loss_disc_real_0: 0.06600871682167053 (0.11736123729150977) | > loss_disc_real_1: 0.23426514863967896 (0.198558461378055) | > loss_disc_real_2: 0.20167788863182068 (0.21200340271660828) | > loss_disc_real_3: 0.21849678456783295 (0.2301334531001442) | > loss_disc_real_4: 0.23498213291168213 (0.23082096741766733) | > loss_disc_real_5: 0.22798407077789307 (0.2229036648366531) | > loss_0: 2.397827625274658 (2.364790054058943) | > grad_norm_0: tensor(15.3966, device='cuda:0') (tensor(19.9436, device='cuda:0')) | > loss_gen: 2.4794297218322754 (2.492478114521635) | > loss_kl: 2.0068063735961914 (1.9754090685826695) | > loss_feat: 6.3853559494018555 (7.028507904492346) | > loss_mel: 16.348155975341797 (17.500917831761242) | > loss_duration: 2.1363725662231445 (2.048247037767033) | > loss_1: 29.356121063232422 (31.04556001429221) | > grad_norm_1: tensor(356.1380, device='cuda:0') (tensor(206.3002, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.4532 (0.39199082913451927) | > loader_time: 0.006 (0.004546816021093204)  --> TIME: 2024-06-11 17:16:40 -- STEP: 294/330 -- GLOBAL_STEP: 283325 | > loss_disc: 2.467200517654419 (2.3677638160939147) | > loss_disc_real_0: 0.1380407065153122 (0.11860026938676023) | > loss_disc_real_1: 0.1939154714345932 (0.19850385538777526) | > loss_disc_real_2: 0.2285960465669632 (0.2122462022872198) | > loss_disc_real_3: 0.24911347031593323 (0.23020078495246213) | > loss_disc_real_4: 0.24899286031723022 (0.23109301113757957) | > loss_disc_real_5: 0.21166209876537323 (0.22319910994597844) | > loss_0: 2.467200517654419 (2.3677638160939147) | > grad_norm_0: tensor(19.5591, device='cuda:0') (tensor(19.9829, device='cuda:0')) | > loss_gen: 2.336883068084717 (2.4849953343268134) | > loss_kl: 2.0832111835479736 (1.9790065726455377) | > loss_feat: 6.9906907081604 (7.0229093314839055) | > loss_mel: 17.31145668029785 (17.44964957399434) | > loss_duration: 2.1893508434295654 (2.058117446445282) | > loss_1: 30.911592483520508 (30.99467828971188) | > grad_norm_1: tensor(188.1005, device='cuda:0') (tensor(206.8073, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.4612 (0.3972146543515785) | > loader_time: 0.0075 (0.004705403937774449)  --> TIME: 2024-06-11 17:16:54 -- STEP: 319/330 -- GLOBAL_STEP: 283350 | > loss_disc: 2.3887076377868652 (2.3753705540420897) | > loss_disc_real_0: 0.13311827182769775 (0.1203055849830185) | > loss_disc_real_1: 0.19737118482589722 (0.1999670067644418) | > loss_disc_real_2: 0.24885451793670654 (0.2119761101411054) | > loss_disc_real_3: 0.22316981852054596 (0.2300508383860035) | > loss_disc_real_4: 0.21963538229465485 (0.23262220574396905) | > loss_disc_real_5: 0.19464944303035736 (0.22491410696954936) | > loss_0: 2.3887076377868652 (2.3753705540420897) | > grad_norm_0: tensor(18.6761, device='cuda:0') (tensor(19.7155, device='cuda:0')) | > loss_gen: 2.5931239128112793 (2.4824455748531125) | > loss_kl: 2.0135602951049805 (1.9807945732786363) | > loss_feat: 8.093562126159668 (7.045716497965367) | > loss_mel: 16.870412826538086 (17.411363790027778) | > loss_duration: 2.2580466270446777 (2.0719464027022108) | > loss_1: 31.828706741333008 (30.99226688516551) | > grad_norm_1: tensor(144.3036, device='cuda:0') (tensor(203.8228, device='cuda:0')) | > current_lr_0: 0.00018575669926473948 | > current_lr_1: 0.00018575669926473948 | > step_time: 0.5319 (0.4068647432476752) | > loader_time: 0.0084 (0.0049241037578044615)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5637714862823486 (2.5637714862823486) | > loss_disc_real_0: 0.09833230823278427 (0.09833230823278427) | > loss_disc_real_1: 0.24420402944087982 (0.24420402944087982) | > loss_disc_real_2: 0.2578416168689728 (0.2578416168689728) | > loss_disc_real_3: 0.28082141280174255 (0.28082141280174255) | > loss_disc_real_4: 0.2472119778394699 (0.2472119778394699) | > loss_disc_real_5: 0.26359719038009644 (0.26359719038009644) | > loss_0: 2.5637714862823486 (2.5637714862823486) | > loss_gen: 2.1879241466522217 (2.1879241466522217) | > loss_kl: 1.5763163566589355 (1.5763163566589355) | > loss_feat: 4.433450698852539 (4.433450698852539) | > loss_mel: 16.00286293029785 (16.00286293029785) | > loss_duration: 2.9818224906921387 (2.9818224906921387) | > loss_1: 27.182376861572266 (27.182376861572266)  --> STEP: 1 | > loss_disc: 2.376781940460205 (2.376781940460205) | > loss_disc_real_0: 0.06373375654220581 (0.06373375654220581) | > loss_disc_real_1: 0.21054747700691223 (0.21054747700691223) | > loss_disc_real_2: 0.15276038646697998 (0.15276038646697998) | > loss_disc_real_3: 0.2515372335910797 (0.2515372335910797) | > loss_disc_real_4: 0.2912874221801758 (0.2912874221801758) | > loss_disc_real_5: 0.22164998948574066 (0.22164998948574066) | > loss_0: 2.376781940460205 (2.376781940460205) | > loss_gen: 2.1736485958099365 (2.1736485958099365) | > loss_kl: 2.208691358566284 (2.208691358566284) | > loss_feat: 6.196098804473877 (6.196098804473877) | > loss_mel: 18.310943603515625 (18.310943603515625) | > loss_duration: 2.342510223388672 (2.342510223388672) | > loss_1: 31.231891632080078 (31.231891632080078)  --> STEP: 2 | > loss_disc: 2.2752528190612793 (2.326017379760742) | > loss_disc_real_0: 0.06723334640264511 (0.06548355147242546) | > loss_disc_real_1: 0.23477786779403687 (0.22266267240047455) | > loss_disc_real_2: 0.20521904528141022 (0.1789897158741951) | > loss_disc_real_3: 0.24240480363368988 (0.2469710186123848) | > loss_disc_real_4: 0.21100831031799316 (0.2511478662490845) | > loss_disc_real_5: 0.1798636019229889 (0.20075679570436478) | > loss_0: 2.2752528190612793 (2.326017379760742) | > loss_gen: 2.3393328189849854 (2.256490707397461) | > loss_kl: 3.1722192764282227 (2.6904553174972534) | > loss_feat: 6.110613822937012 (6.153356313705444) | > loss_mel: 19.46261215209961 (18.886777877807617) | > loss_duration: 2.478764295578003 (2.4106372594833374) | > loss_1: 33.563541412353516 (32.3977165222168)  --> STEP: 3 | > loss_disc: 2.248056173324585 (2.30003031094869) | > loss_disc_real_0: 0.11670706421136856 (0.08255805571873982) | > loss_disc_real_1: 0.18578429520130157 (0.21036988000075021) | > loss_disc_real_2: 0.1816854327917099 (0.17988828818003336) | > loss_disc_real_3: 0.24096204340457916 (0.24496802687644958) | > loss_disc_real_4: 0.22247326374053955 (0.24158966541290283) | > loss_disc_real_5: 0.23105159401893616 (0.2108550618092219) | > loss_0: 2.248056173324585 (2.30003031094869) | > loss_gen: 2.4087533950805664 (2.3072449366251626) | > loss_kl: 3.368361234664917 (2.916423956553141) | > loss_feat: 5.765017509460449 (6.023910045623779) | > loss_mel: 19.087289810180664 (18.953615188598633) | > loss_duration: 2.304727077484131 (2.375333865483602) | > loss_1: 32.934146881103516 (32.5765266418457)  --> STEP: 4 | > loss_disc: 2.25697660446167 (2.289266884326935) | > loss_disc_real_0: 0.06928699463605881 (0.07924029044806957) | > loss_disc_real_1: 0.240785151720047 (0.21797369793057442) | > loss_disc_real_2: 0.2770337164402008 (0.20417464524507523) | > loss_disc_real_3: 0.19163677096366882 (0.2316352128982544) | > loss_disc_real_4: 0.20401228964328766 (0.23219532147049904) | > loss_disc_real_5: 0.1423773318529129 (0.19373562932014465) | > loss_0: 2.25697660446167 (2.289266884326935) | > loss_gen: 2.4565773010253906 (2.3445780277252197) | > loss_kl: 4.08707332611084 (3.209086298942566) | > loss_feat: 9.54218864440918 (6.903479695320129) | > loss_mel: 18.903526306152344 (18.94109296798706) | > loss_duration: 2.385143995285034 (2.37778639793396) | > loss_1: 37.374507904052734 (33.77602195739746)  --> STEP: 5 | > loss_disc: 2.2303202152252197 (2.2774775505065916) | > loss_disc_real_0: 0.12496636062860489 (0.08838550448417663) | > loss_disc_real_1: 0.23182907700538635 (0.2207447737455368) | > loss_disc_real_2: 0.16294409334659576 (0.19592853486537934) | > loss_disc_real_3: 0.21160395443439484 (0.22762896120548248) | > loss_disc_real_4: 0.20242305099964142 (0.2262408673763275) | > loss_disc_real_5: 0.1890905499458313 (0.192806613445282) | > loss_0: 2.2303202152252197 (2.2774775505065916) | > loss_gen: 2.278207302093506 (2.3313038825988768) | > loss_kl: 2.865112066268921 (3.140291452407837) | > loss_feat: 5.609417915344238 (6.644667339324951) | > loss_mel: 18.410348892211914 (18.83494415283203) | > loss_duration: 2.366931200027466 (2.375615358352661) | > loss_1: 31.530019760131836 (33.32682151794434)  --> STEP: 6 | > loss_disc: 2.5908889770507812 (2.3297127882639566) | > loss_disc_real_0: 0.1301325559616089 (0.09534334639708202) | > loss_disc_real_1: 0.2669004499912262 (0.2284373864531517) | > loss_disc_real_2: 0.23017962276935577 (0.20163704951604208) | > loss_disc_real_3: 0.2576843798160553 (0.23263819764057794) | > loss_disc_real_4: 0.28326958417892456 (0.2357456535100937) | > loss_disc_real_5: 0.3343994617462158 (0.21640542149543762) | > loss_0: 2.5908889770507812 (2.3297127882639566) | > loss_gen: 2.652090549468994 (2.38476832707723) | > loss_kl: 3.3057892322540283 (3.1678744157155356) | > loss_feat: 5.631091594696045 (6.475738048553467) | > loss_mel: 17.62126922607422 (18.632664998372395) | > loss_duration: 2.1888983249664307 (2.3444958527882895) | > loss_1: 31.399139404296875 (33.00554116566976)  --> STEP: 7 | > loss_disc: 2.420742988586426 (2.342717102595738) | > loss_disc_real_0: 0.10008364915847778 (0.09602053250585284) | > loss_disc_real_1: 0.2452612966299057 (0.230840802192688) | > loss_disc_real_2: 0.2308800220489502 (0.20581461702074325) | > loss_disc_real_3: 0.27910497784614563 (0.2392763090985162) | > loss_disc_real_4: 0.24778220057487488 (0.23746516023363387) | > loss_disc_real_5: 0.2241336852312088 (0.21750945917197637) | > loss_0: 2.420742988586426 (2.342717102595738) | > loss_gen: 2.415121078491211 (2.389104434422084) | > loss_kl: 3.818652629852295 (3.260842732020787) | > loss_feat: 6.574108123779297 (6.489790916442871) | > loss_mel: 18.13190269470215 (18.561127526419504) | > loss_duration: 2.530712604522705 (2.3710982458932057) | > loss_1: 33.470497131347656 (33.071963446480886)  --> STEP: 8 | > loss_disc: 2.294522762298584 (2.3366928100585938) | > loss_disc_real_0: 0.062027957290410995 (0.0917714606039226) | > loss_disc_real_1: 0.2231118083000183 (0.22987467795610428) | > loss_disc_real_2: 0.16477926075458527 (0.2006851974874735) | > loss_disc_real_3: 0.26263228058815 (0.24219580553472042) | > loss_disc_real_4: 0.2450987547636032 (0.23841935954988003) | > loss_disc_real_5: 0.16555707156658173 (0.21101541072130203) | > loss_0: 2.294522762298584 (2.3366928100585938) | > loss_gen: 2.227799892425537 (2.368941366672516) | > loss_kl: 3.069221019744873 (3.2368900179862976) | > loss_feat: 9.131307601928711 (6.819980502128601) | > loss_mel: 20.115468978881836 (18.755420207977295) | > loss_duration: 2.250850200653076 (2.3560672402381897) | > loss_1: 36.794647216796875 (33.537298917770386)  --> STEP: 9 | > loss_disc: 2.700230121612549 (2.3770858446756997) | > loss_disc_real_0: 0.23930226266384125 (0.10816377194391356) | > loss_disc_real_1: 0.2084229290485382 (0.22749115029970804) | > loss_disc_real_2: 0.1925949901342392 (0.19978628555933634) | > loss_disc_real_3: 0.2800769805908203 (0.24640482498539817) | > loss_disc_real_4: 0.2961465120315552 (0.24483348760339949) | > loss_disc_real_5: 0.25821563601493835 (0.21625988019837272) | > loss_0: 2.700230121612549 (2.3770858446756997) | > loss_gen: 2.1368319988250732 (2.343151436911689) | > loss_kl: 2.5130321979522705 (3.1564613713158503) | > loss_feat: 6.332543849945068 (6.765820874108209) | > loss_mel: 19.411483764648438 (18.828316158718533) | > loss_duration: 2.1849520206451416 (2.3370544380611844) | > loss_1: 32.5788459777832 (33.4308041466607)  --> STEP: 10 | > loss_disc: 2.4978792667388916 (2.389165186882019) | > loss_disc_real_0: 0.13260746002197266 (0.11060814075171947) | > loss_disc_real_1: 0.23293724656105042 (0.2280357599258423) | > loss_disc_real_2: 0.3132976293563843 (0.21113741993904114) | > loss_disc_real_3: 0.28021201491355896 (0.24978554397821426) | > loss_disc_real_4: 0.24097444117069244 (0.24444758296012878) | > loss_disc_real_5: 0.2132081687450409 (0.21595470905303954) | > loss_0: 2.4978792667388916 (2.389165186882019) | > loss_gen: 2.3184971809387207 (2.340686011314392) | > loss_kl: 3.034796714782715 (3.1442949056625364) | > loss_feat: 6.933492660522461 (6.782588052749634) | > loss_mel: 17.887939453125 (18.73427848815918) | > loss_duration: 2.3212451934814453 (2.3354735136032105) | > loss_1: 32.4959716796875 (33.33732089996338)  --> STEP: 11 | > loss_disc: 2.5600500106811523 (2.4047001708637583) | > loss_disc_real_0: 0.06826530396938324 (0.10675879195332527) | > loss_disc_real_1: 0.22618691623210907 (0.227867683226412) | > loss_disc_real_2: 0.18107908964157104 (0.20840484445745294) | > loss_disc_real_3: 0.30760207772254944 (0.2550415925004266) | > loss_disc_real_4: 0.28722018003463745 (0.2483360008759932) | > loss_disc_real_5: 0.2226153165102005 (0.21656021882187237) | > loss_0: 2.5600500106811523 (2.4047001708637583) | > loss_gen: 2.042858123779297 (2.3136107488112017) | > loss_kl: 3.571058988571167 (3.183091640472412) | > loss_feat: 6.46142053604126 (6.7533910057761455) | > loss_mel: 17.892330169677734 (18.657737731933594) | > loss_duration: 2.508978843688965 (2.351246725429188) | > loss_1: 32.476646423339844 (33.259077765724875)  --> STEP: 12 | > loss_disc: 2.6583542823791504 (2.4258380134900412) | > loss_disc_real_0: 0.11699457466602325 (0.1076117738460501) | > loss_disc_real_1: 0.2408137321472168 (0.22894652063647905) | > loss_disc_real_2: 0.2605440318584442 (0.2127497767408689) | > loss_disc_real_3: 0.2734769880771637 (0.25657787546515465) | > loss_disc_real_4: 0.3354470133781433 (0.25559525191783905) | > loss_disc_real_5: 0.3104994595050812 (0.22438848887880644) | > loss_0: 2.6583542823791504 (2.4258380134900412) | > loss_gen: 2.2995800971984863 (2.3124415278434753) | > loss_kl: 3.043243885040283 (3.171437660853068) | > loss_feat: 5.238008975982666 (6.627109169960022) | > loss_mel: 17.338027954101562 (18.547761917114258) | > loss_duration: 2.303764581680298 (2.3472898801167807) | > loss_1: 30.222625732421875 (33.00604009628296)  --> STEP: 13 | > loss_disc: 2.3629908561706543 (2.4210036167731652) | > loss_disc_real_0: 0.08376851677894592 (0.10577767714858055) | > loss_disc_real_1: 0.3596534729003906 (0.23900090157985687) | > loss_disc_real_2: 0.22930964827537537 (0.214023613012754) | > loss_disc_real_3: 0.2715930640697479 (0.25773288997320026) | > loss_disc_real_4: 0.19024334847927094 (0.25056818242256457) | > loss_disc_real_5: 0.21017161011695862 (0.22329488282020277) | > loss_0: 2.3629908561706543 (2.4210036167731652) | > loss_gen: 2.4715709686279297 (2.324682254057664) | > loss_kl: 3.2187819480895996 (3.175079529102032) | > loss_feat: 8.97127914428711 (6.807429937215952) | > loss_mel: 17.052242279052734 (18.43272194495568) | > loss_duration: 2.287169933319092 (2.3426652688246508) | > loss_1: 34.00104522705078 (33.082578952495865)  --> STEP: 14 | > loss_disc: 2.427055835723877 (2.4214359181267873) | > loss_disc_real_0: 0.1255476474761963 (0.10718981788626739) | > loss_disc_real_1: 0.1726822406053543 (0.23426385436739242) | > loss_disc_real_2: 0.22605934739112854 (0.21488330832549504) | > loss_disc_real_3: 0.24031461775302887 (0.25648872767175945) | > loss_disc_real_4: 0.23010636866092682 (0.2491066242967333) | > loss_disc_real_5: 0.21580517292022705 (0.22275990354163305) | > loss_0: 2.427055835723877 (2.4214359181267873) | > loss_gen: 2.123380184173584 (2.3103035347802297) | > loss_kl: 4.196337699890137 (3.2480265413011824) | > loss_feat: 7.319047927856445 (6.843974079404559) | > loss_mel: 19.028034210205078 (18.47524424961635) | > loss_duration: 2.3871655464172363 (2.345843860081264) | > loss_1: 35.05396270751953 (33.2233920778547)  --> STEP: 15 | > loss_disc: 2.6753954887390137 (2.4383665561676025) | > loss_disc_real_0: 0.16726678609848022 (0.11119494910041491) | > loss_disc_real_1: 0.19355206191539764 (0.23154973487059274) | > loss_disc_real_2: 0.2581113874912262 (0.21776518026987712) | > loss_disc_real_3: 0.22112172842025757 (0.25413092772165935) | > loss_disc_real_4: 0.21035301685333252 (0.24652305046717327) | > loss_disc_real_5: 0.17366106808185577 (0.21948664784431457) | > loss_0: 2.6753954887390137 (2.4383665561676025) | > loss_gen: 1.8810588121414185 (2.2816872199376426) | > loss_kl: 3.1059558391571045 (3.238555161158244) | > loss_feat: 6.970104217529297 (6.852382755279541) | > loss_mel: 17.73368263244629 (18.42580680847168) | > loss_duration: 2.4154000282287598 (2.3504809379577636) | > loss_1: 32.106201171875 (33.14891268412272)  --> STEP: 16 | > loss_disc: 2.6863341331481934 (2.4538645297288895) | > loss_disc_real_0: 0.14919379353523254 (0.11356987687759101) | > loss_disc_real_1: 0.29694217443466187 (0.23563676234334707) | > loss_disc_real_2: 0.25399693846702576 (0.2200296651571989) | > loss_disc_real_3: 0.2590293288230896 (0.25443707779049873) | > loss_disc_real_4: 0.2884386479854584 (0.24914277531206608) | > loss_disc_real_5: 0.2088751643896103 (0.21882343012839556) | > loss_0: 2.6863341331481934 (2.4538645297288895) | > loss_gen: 2.055173873901367 (2.267530135810375) | > loss_kl: 2.9698424339294434 (3.221760615706444) | > loss_feat: 6.145025730133057 (6.808172941207886) | > loss_mel: 15.399885177612305 (18.23668670654297) | > loss_duration: 2.358199119567871 (2.3509633243083954) | > loss_1: 28.92812728881836 (32.8851135969162)  --> STEP: 17 | > loss_disc: 2.603501319885254 (2.4626666938557342) | > loss_disc_real_0: 0.06398871541023254 (0.1106533379677464) | > loss_disc_real_1: 0.26191896200180054 (0.23718277408796198) | > loss_disc_real_2: 0.26265886425971985 (0.22253726510440602) | > loss_disc_real_3: 0.30363231897354126 (0.2573309155071483) | > loss_disc_real_4: 0.2903965413570404 (0.2515694674323587) | > loss_disc_real_5: 0.36230626702308655 (0.22726359700455384) | > loss_0: 2.603501319885254 (2.4626666938557342) | > loss_gen: 2.356746196746826 (2.2727781393948723) | > loss_kl: 2.3799614906311035 (3.172243020113777) | > loss_feat: 6.936769485473633 (6.815737443811753) | > loss_mel: 16.630043029785156 (18.14217825496898) | > loss_duration: 2.500108003616333 (2.359736540738274) | > loss_1: 30.80362892150879 (32.76267332189224)  --> STEP: 18 | > loss_disc: 2.406860113143921 (2.4595663282606335) | > loss_disc_real_0: 0.0943828821182251 (0.1097494237538841) | > loss_disc_real_1: 0.3128807544708252 (0.2413882174425655) | > loss_disc_real_2: 0.2061413824558258 (0.22162638273504046) | > loss_disc_real_3: 0.23064851760864258 (0.25584856006834245) | > loss_disc_real_4: 0.2536652088165283 (0.251685897509257) | > loss_disc_real_5: 0.20636649429798126 (0.2261026468541887) | > loss_0: 2.406860113143921 (2.4595663282606335) | > loss_gen: 2.3720788955688477 (2.278294848071204) | > loss_kl: 2.3566417694091797 (3.126931839519077) | > loss_feat: 8.716048240661621 (6.921310265858968) | > loss_mel: 20.245210647583008 (18.259013387891983) | > loss_duration: 2.288973808288574 (2.355805277824402) | > loss_1: 35.97895431518555 (32.94135559929742)  --> STEP: 19 | > loss_disc: 2.5078234672546387 (2.462106177681371) | > loss_disc_real_0: 0.1155124232172966 (0.11005273951511634) | > loss_disc_real_1: 0.21701832115650177 (0.24010559132224635) | > loss_disc_real_2: 0.15997135639190674 (0.21838138134855972) | > loss_disc_real_3: 0.2735331058502197 (0.25677932563580963) | > loss_disc_real_4: 0.2625959813594818 (0.2522601124487425) | > loss_disc_real_5: 0.23445501923561096 (0.22654224540057935) | > loss_0: 2.5078234672546387 (2.462106177681371) | > loss_gen: 2.001490831375122 (2.2637262156135156) | > loss_kl: 1.964053988456726 (3.0657277420947424) | > loss_feat: 4.398401737213135 (6.788525606456556) | > loss_mel: 16.037776947021484 (18.142106206793535) | > loss_duration: 2.3619022369384766 (2.356126170409353) | > loss_1: 26.763626098632812 (32.6162119413677)  --> STEP: 20 | > loss_disc: 2.4510743618011475 (2.4615545868873596) | > loss_disc_real_0: 0.10170739889144897 (0.10963547248393297) | > loss_disc_real_1: 0.22996476292610168 (0.23959854990243912) | > loss_disc_real_2: 0.20826371014118195 (0.21787549778819085) | > loss_disc_real_3: 0.2181558459997177 (0.25484815165400504) | > loss_disc_real_4: 0.21715779602527618 (0.2505049966275692) | > loss_disc_real_5: 0.17767491936683655 (0.2240988790988922) | > loss_0: 2.4510743618011475 (2.4615545868873596) | > loss_gen: 2.1611504554748535 (2.2585974276065826) | > loss_kl: 2.0140151977539062 (3.0131421148777005) | > loss_feat: 5.837995529174805 (6.740999102592468) | > loss_mel: 18.998422622680664 (18.18492202758789) | > loss_duration: 2.3102426528930664 (2.3538319945335386) | > loss_1: 31.321826934814453 (32.55149269104004)  --> STEP: 21 | > loss_disc: 2.3838486671447754 (2.457854304994856) | > loss_disc_real_0: 0.07932871580123901 (0.10819229359428088) | > loss_disc_real_1: 0.2070159614086151 (0.23804699806939988) | > loss_disc_real_2: 0.1968132108449936 (0.2168725317432767) | > loss_disc_real_3: 0.23730862140655518 (0.254012935927936) | > loss_disc_real_4: 0.2512125074863434 (0.25053868762084414) | > loss_disc_real_5: 0.2656317949295044 (0.22607663699558803) | > loss_0: 2.3838486671447754 (2.457854304994856) | > loss_gen: 2.32926344871521 (2.261962476230803) | > loss_kl: 2.2117786407470703 (2.9749819494429084) | > loss_feat: 6.682758808135986 (6.738225755237398) | > loss_mel: 17.414398193359375 (18.148230416434153) | > loss_duration: 2.1914186477661133 (2.346098025639852) | > loss_1: 30.82961654663086 (32.46949858892532)  --> STEP: 22 | > loss_disc: 2.461583137512207 (2.4580237973820083) | > loss_disc_real_0: 0.04932071268558502 (0.10551631264388561) | > loss_disc_real_1: 0.2650607228279114 (0.23927489464933221) | > loss_disc_real_2: 0.1299426257610321 (0.2129211723804474) | > loss_disc_real_3: 0.20662210881710052 (0.251858807422898) | > loss_disc_real_4: 0.26734665036201477 (0.25130268592726096) | > loss_disc_real_5: 0.2121003270149231 (0.22544135017828507) | > loss_0: 2.461583137512207 (2.4580237973820083) | > loss_gen: 2.1495583057403564 (2.2568531957539646) | > loss_kl: 2.1010642051696777 (2.9352584156123074) | > loss_feat: 6.290780067443848 (6.7178873148831455) | > loss_mel: 18.86545181274414 (18.180831388993695) | > loss_duration: 2.2021286487579346 (2.33955396305431) | > loss_1: 31.608983993530273 (32.43038428913463)  --> STEP: 23 | > loss_disc: 2.4490106105804443 (2.457631919694984) | > loss_disc_real_0: 0.07886343449354172 (0.10435749185474022) | > loss_disc_real_1: 0.16373497247695923 (0.23599055020705514) | > loss_disc_real_2: 0.10790681093931198 (0.2083553305786589) | > loss_disc_real_3: 0.2757602334022522 (0.252897999856783) | > loss_disc_real_4: 0.309683233499527 (0.253840970604316) | > loss_disc_real_5: 0.26219475269317627 (0.22703932420067166) | > loss_0: 2.4490106105804443 (2.457631919694984) | > loss_gen: 2.03902268409729 (2.2473823039428047) | > loss_kl: 2.648709535598755 (2.9227997686551963) | > loss_feat: 6.428404331207275 (6.705301098201586) | > loss_mel: 18.7188720703125 (18.204224462094516) | > loss_duration: 2.3083271980285645 (2.338196277618408) | > loss_1: 32.14333724975586 (32.41790398307468)  --> STEP: 24 | > loss_disc: 2.391180992126465 (2.4548631310462956) | > loss_disc_real_0: 0.13098743557929993 (0.10546707284326355) | > loss_disc_real_1: 0.2877814471721649 (0.23814850424726805) | > loss_disc_real_2: 0.2077588140964508 (0.20833047572523355) | > loss_disc_real_3: 0.24850831925868988 (0.25271509649852913) | > loss_disc_real_4: 0.242348313331604 (0.25336210988461966) | > loss_disc_real_5: 0.25493794679641724 (0.22820176680882773) | > loss_0: 2.391180992126465 (2.4548631310462956) | > loss_gen: 2.5742387771606445 (2.261001323660215) | > loss_kl: 2.5446629524230957 (2.907044067978859) | > loss_feat: 7.819215774536133 (6.751714209715526) | > loss_mel: 16.493947982788086 (18.132962942123413) | > loss_duration: 2.4084115028381348 (2.3411219120025635) | > loss_1: 31.84047508239746 (32.39384444554646)  --> STEP: 25 | > loss_disc: 2.8994815349578857 (2.472647867202759) | > loss_disc_real_0: 0.19715207815170288 (0.10913447305560112) | > loss_disc_real_1: 0.32455116510391235 (0.24160461068153383) | > loss_disc_real_2: 0.22869578003883362 (0.20914508789777755) | > loss_disc_real_3: 0.2720909118652344 (0.25349012911319735) | > loss_disc_real_4: 0.3006570041179657 (0.2552539056539535) | > loss_disc_real_5: 0.27272671461105347 (0.22998276472091675) | > loss_0: 2.8994815349578857 (2.472647867202759) | > loss_gen: 1.9966917037963867 (2.2504289388656615) | > loss_kl: 2.871861219406128 (2.9056367540359496) | > loss_feat: 5.93110990524292 (6.718890037536621) | > loss_mel: 16.36119270324707 (18.06209213256836) | > loss_duration: 2.3942689895629883 (2.3432477951049804) | > loss_1: 29.55512237548828 (32.280295562744136)  --> STEP: 26 | > loss_disc: 2.7830400466918945 (2.484586027952341) | > loss_disc_real_0: 0.13273830711841583 (0.11004231282724784) | > loss_disc_real_1: 0.1934443861246109 (0.2397522943524214) | > loss_disc_real_2: 0.19297918677330017 (0.20852332246991304) | > loss_disc_real_3: 0.26875415444374084 (0.25407720701052594) | > loss_disc_real_4: 0.2882556617259979 (0.25652320396441675) | > loss_disc_real_5: 0.17971473932266235 (0.2280493791286762) | > loss_0: 2.7830400466918945 (2.484586027952341) | > loss_gen: 1.8650203943252563 (2.235605533306415) | > loss_kl: 2.2016124725341797 (2.8785588970551124) | > loss_feat: 6.29671049118042 (6.702652362676767) | > loss_mel: 19.35953712463379 (18.111993863032414) | > loss_duration: 2.2894344329833984 (2.3411780504079966) | > loss_1: 32.01231384277344 (32.269988573514496) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025001305800217855 (+0.0001457104316124557) | > avg_loss_disc: 2.484586027952341 (+0.009394141343924467) | > avg_loss_disc_real_0: 0.11004231282724784 (+0.002973997249053076) | > avg_loss_disc_real_1: 0.2397522943524214 (+0.06161567798027626) | > avg_loss_disc_real_2: 0.20852332246991304 (-0.030662035999389797) | > avg_loss_disc_real_3: 0.25407720701052594 (+0.0260870078435311) | > avg_loss_disc_real_4: 0.25652320396441675 (+0.06030340263476733) | > avg_loss_disc_real_5: 0.2280493791286762 (+0.006091504715956181) | > avg_loss_0: 2.484586027952341 (+0.009394141343924467) | > avg_loss_gen: 2.235605533306415 (+0.14187823809110167) | > avg_loss_kl: 2.8785588970551124 (+0.14222435309336712) | > avg_loss_feat: 6.702652362676767 (-0.22643424914433385) | > avg_loss_mel: 18.111993863032414 (+0.4129927341754609) | > avg_loss_duration: 2.3411780504079966 (+0.020722205822285122) | > avg_loss_1: 32.269988573514496 (+0.49138303903432856)  > EPOCH: 592/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:17:21)   --> TIME: 2024-06-11 17:17:27 -- STEP: 14/330 -- GLOBAL_STEP: 283375 | > loss_disc: 2.33974027633667 (2.32719395841871) | > loss_disc_real_0: 0.13582834601402283 (0.11172025065336909) | > loss_disc_real_1: 0.19891896843910217 (0.1883062305194991) | > loss_disc_real_2: 0.24435576796531677 (0.20691475910799845) | > loss_disc_real_3: 0.22718362510204315 (0.2156876740711076) | > loss_disc_real_4: 0.2077201008796692 (0.22684138055358613) | > loss_disc_real_5: 0.19670043885707855 (0.22170460330588476) | > loss_0: 2.33974027633667 (2.32719395841871) | > grad_norm_0: tensor(6.4947, device='cuda:0') (tensor(8.2340, device='cuda:0')) | > loss_gen: 2.522867441177368 (2.4738376140594482) | > loss_kl: 1.841387391090393 (1.9070244005748205) | > loss_feat: 7.209404945373535 (6.824978249413626) | > loss_mel: 17.36822509765625 (17.940102304731095) | > loss_duration: 2.0384697914123535 (2.0902037620544434) | > loss_1: 30.98035430908203 (31.236146518162318) | > grad_norm_1: tensor(62.3213, device='cuda:0') (tensor(68.6316, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.3493 (0.36259496212005615) | > loader_time: 0.0035 (0.0031764336994716097)  --> TIME: 2024-06-11 17:17:36 -- STEP: 39/330 -- GLOBAL_STEP: 283400 | > loss_disc: 2.375394105911255 (2.32994140111483) | > loss_disc_real_0: 0.11194179952144623 (0.11034260747524408) | > loss_disc_real_1: 0.15908312797546387 (0.19312999836909464) | > loss_disc_real_2: 0.2189735472202301 (0.20949212366189712) | > loss_disc_real_3: 0.19794046878814697 (0.22155013642249963) | > loss_disc_real_4: 0.22509793937206268 (0.22625293601781893) | > loss_disc_real_5: 0.22760428488254547 (0.21992590717780283) | > loss_0: 2.375394105911255 (2.32994140111483) | > grad_norm_0: tensor(6.2431, device='cuda:0') (tensor(7.7173, device='cuda:0')) | > loss_gen: 2.4279794692993164 (2.478854142702543) | > loss_kl: 1.9262157678604126 (1.9131627694154396) | > loss_feat: 7.946080684661865 (6.993750987908779) | > loss_mel: 18.11948013305664 (17.817217655670948) | > loss_duration: 2.0128085613250732 (2.029791691364387) | > loss_1: 32.43256378173828 (31.232777277628582) | > grad_norm_1: tensor(97.2498, device='cuda:0') (tensor(68.6976, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.351 (0.35933827131222457) | > loader_time: 0.0035 (0.0032552327865209333)  --> TIME: 2024-06-11 17:17:45 -- STEP: 64/330 -- GLOBAL_STEP: 283425 | > loss_disc: 2.342829704284668 (2.345788147300481) | > loss_disc_real_0: 0.13429416716098785 (0.11106368596665561) | > loss_disc_real_1: 0.20212839543819427 (0.19345877226442096) | > loss_disc_real_2: 0.22107559442520142 (0.21052588382735848) | > loss_disc_real_3: 0.23218980431556702 (0.22655871254391968) | > loss_disc_real_4: 0.20519155263900757 (0.2291083107702434) | > loss_disc_real_5: 0.1997005045413971 (0.21929688286036253) | > loss_0: 2.342829704284668 (2.345788147300481) | > grad_norm_0: tensor(13.8687, device='cuda:0') (tensor(10.3270, device='cuda:0')) | > loss_gen: 2.398751735687256 (2.47974094375968) | > loss_kl: 2.096177101135254 (1.906512739136815) | > loss_feat: 7.6367106437683105 (6.992471195757389) | > loss_mel: 17.39006996154785 (17.740655511617653) | > loss_duration: 2.0054850578308105 (2.011605516076087) | > loss_1: 31.52719497680664 (31.130986005067825) | > grad_norm_1: tensor(158.4085, device='cuda:0') (tensor(100.3199, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.3828 (0.3618911802768707) | > loader_time: 0.0034 (0.0033421702682971954)  --> TIME: 2024-06-11 17:17:55 -- STEP: 89/330 -- GLOBAL_STEP: 283450 | > loss_disc: 2.3020107746124268 (2.346865487902352) | > loss_disc_real_0: 0.11796418577432632 (0.11118879972883824) | > loss_disc_real_1: 0.1831345409154892 (0.19225151803386345) | > loss_disc_real_2: 0.20552045106887817 (0.2101565170823858) | > loss_disc_real_3: 0.237720787525177 (0.2283084181587348) | > loss_disc_real_4: 0.24173973500728607 (0.23099835116541786) | > loss_disc_real_5: 0.22576570510864258 (0.22107178441594155) | > loss_0: 2.3020107746124268 (2.346865487902352) | > grad_norm_0: tensor(12.7821, device='cuda:0') (tensor(11.2875, device='cuda:0')) | > loss_gen: 2.493229866027832 (2.4807431751422664) | > loss_kl: 1.8758658170700073 (1.9138048873858506) | > loss_feat: 6.718748092651367 (6.968035864026359) | > loss_mel: 17.378658294677734 (17.671172238467776) | > loss_duration: 2.004789113998413 (2.0052488586875827) | > loss_1: 30.47129249572754 (31.039005086663064) | > grad_norm_1: tensor(155.1602, device='cuda:0') (tensor(115.2114, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.367 (0.36500871047545014) | > loader_time: 0.004 (0.003481642583782753)  --> TIME: 2024-06-11 17:18:05 -- STEP: 114/330 -- GLOBAL_STEP: 283475 | > loss_disc: 2.3451383113861084 (2.355408047374926) | > loss_disc_real_0: 0.1353817731142044 (0.1128821582778504) | > loss_disc_real_1: 0.2115303874015808 (0.19339441638766675) | > loss_disc_real_2: 0.21979886293411255 (0.21120269818786988) | > loss_disc_real_3: 0.23092159628868103 (0.22927176834721313) | > loss_disc_real_4: 0.2415010631084442 (0.23114538584884844) | > loss_disc_real_5: 0.24761833250522614 (0.22102930854287064) | > loss_0: 2.3451383113861084 (2.355408047374926) | > grad_norm_0: tensor(16.9993, device='cuda:0') (tensor(11.8721, device='cuda:0')) | > loss_gen: 2.4783718585968018 (2.4750406240162097) | > loss_kl: 1.9204026460647583 (1.9230856173916866) | > loss_feat: 6.9875407218933105 (6.975883801778157) | > loss_mel: 18.34739112854004 (17.65174925954717) | > loss_duration: 2.031548023223877 (2.0068435951283097) | > loss_1: 31.765254974365234 (31.0326029794258) | > grad_norm_1: tensor(240.9124, device='cuda:0') (tensor(128.8470, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.3872 (0.36661492732533235) | > loader_time: 0.004 (0.0035840774837293124)  --> TIME: 2024-06-11 17:18:14 -- STEP: 139/330 -- GLOBAL_STEP: 283500 | > loss_disc: 2.3203794956207275 (2.3592729688548357) | > loss_disc_real_0: 0.10951487720012665 (0.11340547513833149) | > loss_disc_real_1: 0.18313832581043243 (0.19452011059942864) | > loss_disc_real_2: 0.18555301427841187 (0.2117833893933742) | > loss_disc_real_3: 0.2182232141494751 (0.22920764435967095) | > loss_disc_real_4: 0.2213010936975479 (0.23016546227091508) | > loss_disc_real_5: 0.21030430495738983 (0.22092294532189266) | > loss_0: 2.3203794956207275 (2.3592729688548357) | > grad_norm_0: tensor(26.9303, device='cuda:0') (tensor(12.9775, device='cuda:0')) | > loss_gen: 2.4792466163635254 (2.4686768946887776) | > loss_kl: 1.8496978282928467 (1.9339424843410793) | > loss_feat: 7.396907806396484 (6.953634416456703) | > loss_mel: 17.596567153930664 (17.685511952681495) | > loss_duration: 2.0695736408233643 (2.011539879462701) | > loss_1: 31.39199447631836 (31.05330566022036) | > grad_norm_1: tensor(373.9412, device='cuda:0') (tensor(140.2640, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.3686 (0.36860982291132427) | > loader_time: 0.0042 (0.0036788792918911943) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_283500.pth  --> TIME: 2024-06-11 17:18:29 -- STEP: 164/330 -- GLOBAL_STEP: 283525 | > loss_disc: 2.3898186683654785 (2.3610338844904084) | > loss_disc_real_0: 0.08490333706140518 (0.11409044383866031) | > loss_disc_real_1: 0.15374793112277985 (0.19463612048364262) | > loss_disc_real_2: 0.20507162809371948 (0.2116989693263682) | > loss_disc_real_3: 0.2369842678308487 (0.23006273224586393) | > loss_disc_real_4: 0.24702779948711395 (0.23101060946540133) | > loss_disc_real_5: 0.24063356220722198 (0.22175265639656927) | > loss_0: 2.3898186683654785 (2.3610338844904084) | > grad_norm_0: tensor(26.9643, device='cuda:0') (tensor(15.5048, device='cuda:0')) | > loss_gen: 2.451218843460083 (2.474094722329117) | > loss_kl: 1.9391676187515259 (1.9442468554508396) | > loss_feat: 6.446256160736084 (6.963484857140518) | > loss_mel: 16.73706817626953 (17.663276451389944) | > loss_duration: 2.080493450164795 (2.0155226261150547) | > loss_1: 29.654205322265625 (31.06062554150093) | > grad_norm_1: tensor(255.8462, device='cuda:0') (tensor(165.3928, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.3734 (0.37227643553803613) | > loader_time: 0.0044 (0.0038100335656142815)  --> TIME: 2024-06-11 17:18:40 -- STEP: 189/330 -- GLOBAL_STEP: 283550 | > loss_disc: 2.449249029159546 (2.3602188428242994) | > loss_disc_real_0: 0.06994263827800751 (0.11349200218837097) | > loss_disc_real_1: 0.22662556171417236 (0.1953306288788558) | > loss_disc_real_2: 0.23713158071041107 (0.21210714567590644) | > loss_disc_real_3: 0.23027877509593964 (0.2295986103317725) | > loss_disc_real_4: 0.20165202021598816 (0.22955010445029647) | > loss_disc_real_5: 0.2260468304157257 (0.22215559156168074) | > loss_0: 2.449249029159546 (2.3602188428242994) | > grad_norm_0: tensor(25.0701, device='cuda:0') (tensor(17.0096, device='cuda:0')) | > loss_gen: 2.529176950454712 (2.4875033494656695) | > loss_kl: 2.008538246154785 (1.9511924256723394) | > loss_feat: 7.172115802764893 (7.003583731474699) | > loss_mel: 17.75691032409668 (17.629286034397325) | > loss_duration: 2.0968990325927734 (2.022752143087841) | > loss_1: 31.563640594482422 (31.0943177541097) | > grad_norm_1: tensor(429.1025, device='cuda:0') (tensor(190.4062, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.3907 (0.37524260036529067) | > loader_time: 0.0045 (0.003924468206980872)  --> TIME: 2024-06-11 17:18:50 -- STEP: 214/330 -- GLOBAL_STEP: 283575 | > loss_disc: 2.366274356842041 (2.3621804101444837) | > loss_disc_real_0: 0.1386750191450119 (0.11477572397790223) | > loss_disc_real_1: 0.20215004682540894 (0.19586898748562712) | > loss_disc_real_2: 0.2289898842573166 (0.21221657243565978) | > loss_disc_real_3: 0.21891790628433228 (0.22954481046333491) | > loss_disc_real_4: 0.24487175047397614 (0.23087011862581022) | > loss_disc_real_5: 0.24017871916294098 (0.22211930712806843) | > loss_0: 2.366274356842041 (2.3621804101444837) | > grad_norm_0: tensor(93.9248, device='cuda:0') (tensor(20.2585, device='cuda:0')) | > loss_gen: 2.312546730041504 (2.489735618929998) | > loss_kl: 1.9917716979980469 (1.9540974146851868) | > loss_feat: 6.198105812072754 (6.991084464242525) | > loss_mel: 17.00153160095215 (17.57725957175281) | > loss_duration: 2.1352486610412598 (2.0300691333886616) | > loss_1: 29.639204025268555 (31.04224624812046) | > grad_norm_1: tensor(531.4116, device='cuda:0') (tensor(214.8280, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.4144 (0.3782529975766334) | > loader_time: 0.005 (0.004051409035085518)  --> TIME: 2024-06-11 17:19:00 -- STEP: 239/330 -- GLOBAL_STEP: 283600 | > loss_disc: 2.4350621700286865 (2.3660754269635818) | > loss_disc_real_0: 0.11520383507013321 (0.115464624064238) | > loss_disc_real_1: 0.22014065086841583 (0.1960531175136566) | > loss_disc_real_2: 0.21874894201755524 (0.2126002151472299) | > loss_disc_real_3: 0.23727552592754364 (0.22970058678583122) | > loss_disc_real_4: 0.22575190663337708 (0.2307376261161461) | > loss_disc_real_5: 0.21153169870376587 (0.22212376710510653) | > loss_0: 2.4350621700286865 (2.3660754269635818) | > grad_norm_0: tensor(30.6253, device='cuda:0') (tensor(20.5079, device='cuda:0')) | > loss_gen: 2.323859453201294 (2.4808150724387077) | > loss_kl: 1.8967777490615845 (1.9585582501718688) | > loss_feat: 6.5676960945129395 (6.964319450585912) | > loss_mel: 17.196826934814453 (17.541701919364122) | > loss_duration: 2.0742526054382324 (2.038217637828205) | > loss_1: 30.05941390991211 (30.983612323904637) | > grad_norm_1: tensor(91.3190, device='cuda:0') (tensor(220.2717, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.4193 (0.3820398282805248) | > loader_time: 0.0051 (0.004152142353137667)  --> TIME: 2024-06-11 17:19:11 -- STEP: 264/330 -- GLOBAL_STEP: 283625 | > loss_disc: 2.3431899547576904 (2.369582194270509) | > loss_disc_real_0: 0.13714617490768433 (0.11676373462559599) | > loss_disc_real_1: 0.23700565099716187 (0.19674495635836411) | > loss_disc_real_2: 0.16344097256660461 (0.2127120767466047) | > loss_disc_real_3: 0.21987883746623993 (0.22956827971519847) | > loss_disc_real_4: 0.22394245862960815 (0.2312474319090446) | > loss_disc_real_5: 0.23125678300857544 (0.22264386307109485) | > loss_0: 2.3431899547576904 (2.369582194270509) | > grad_norm_0: tensor(35.1868, device='cuda:0') (tensor(20.1034, device='cuda:0')) | > loss_gen: 2.4590601921081543 (2.4757954478263864) | > loss_kl: 1.9694843292236328 (1.9612744838902445) | > loss_feat: 7.092264175415039 (6.967772713213256) | > loss_mel: 17.2634220123291 (17.52388990286624) | > loss_duration: 2.175013303756714 (2.0458692569624293) | > loss_1: 30.959243774414062 (30.974601803403914) | > grad_norm_1: tensor(282.9394, device='cuda:0') (tensor(215.4897, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.4297 (0.38677930109428643) | > loader_time: 0.0054 (0.004268641724730983)  --> TIME: 2024-06-11 17:19:23 -- STEP: 289/330 -- GLOBAL_STEP: 283650 | > loss_disc: 2.4761264324188232 (2.3735683409812944) | > loss_disc_real_0: 0.13965795934200287 (0.11785959630276505) | > loss_disc_real_1: 0.2353672832250595 (0.19719212097486408) | > loss_disc_real_2: 0.20240236818790436 (0.2130828794207953) | > loss_disc_real_3: 0.25210264325141907 (0.2297643489078667) | > loss_disc_real_4: 0.2673631012439728 (0.23165337627940524) | > loss_disc_real_5: 0.27720344066619873 (0.22316682488241826) | > loss_0: 2.4761264324188232 (2.3735683409812944) | > grad_norm_0: tensor(43.4837, device='cuda:0') (tensor(21.5001, device='cuda:0')) | > loss_gen: 2.509404182434082 (2.4733839959009294) | > loss_kl: 1.9996384382247925 (1.9645385948431946) | > loss_feat: 5.855020523071289 (6.969198060283199) | > loss_mel: 16.062700271606445 (17.464542857503393) | > loss_duration: 2.187922239303589 (2.055394678792326) | > loss_1: 28.614683151245117 (30.927058150611533) | > grad_norm_1: tensor(173.0332, device='cuda:0') (tensor(229.3732, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.4679 (0.39227243278265816) | > loader_time: 0.0063 (0.004447614445405848)  --> TIME: 2024-06-11 17:19:36 -- STEP: 314/330 -- GLOBAL_STEP: 283675 | > loss_disc: 2.3361661434173584 (2.3741390203974038) | > loss_disc_real_0: 0.11636731028556824 (0.11893490637848332) | > loss_disc_real_1: 0.17604446411132812 (0.19760396084777865) | > loss_disc_real_2: 0.20292338728904724 (0.21338648050074366) | > loss_disc_real_3: 0.23910069465637207 (0.22965023196806575) | > loss_disc_real_4: 0.22904708981513977 (0.230950886181965) | > loss_disc_real_5: 0.2081514447927475 (0.2223137384102603) | > loss_0: 2.3361661434173584 (2.3741390203974038) | > grad_norm_0: tensor(47.4556, device='cuda:0') (tensor(23.0364, device='cuda:0')) | > loss_gen: 2.503108501434326 (2.472784424283702) | > loss_kl: 1.9928065538406372 (1.9704339063850937) | > loss_feat: 7.982893943786621 (6.9859993928557005) | > loss_mel: 17.465927124023438 (17.43421292456849) | > loss_duration: 2.2628989219665527 (2.0683522501568863) | > loss_1: 32.20763397216797 (30.931782850034676) | > grad_norm_1: tensor(466.8651, device='cuda:0') (tensor(244.2516, device='cuda:0')) | > current_lr_0: 0.00018573347967733138 | > current_lr_1: 0.00018573347967733138 | > step_time: 0.5472 (0.4009161284015436) | > loader_time: 0.0079 (0.004667628342938272)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6303627490997314 (2.6303627490997314) | > loss_disc_real_0: 0.11597365140914917 (0.11597365140914917) | > loss_disc_real_1: 0.20459404587745667 (0.20459404587745667) | > loss_disc_real_2: 0.20461437106132507 (0.20461437106132507) | > loss_disc_real_3: 0.2732779085636139 (0.2732779085636139) | > loss_disc_real_4: 0.24186760187149048 (0.24186760187149048) | > loss_disc_real_5: 0.29193204641342163 (0.29193204641342163) | > loss_0: 2.6303627490997314 (2.6303627490997314) | > loss_gen: 2.0055668354034424 (2.0055668354034424) | > loss_kl: 2.8850526809692383 (2.8850526809692383) | > loss_feat: 3.476895332336426 (3.476895332336426) | > loss_mel: 12.883426666259766 (12.883426666259766) | > loss_duration: 2.8670639991760254 (2.8670639991760254) | > loss_1: 24.118005752563477 (24.118005752563477)  --> STEP: 1 | > loss_disc: 2.432263135910034 (2.432263135910034) | > loss_disc_real_0: 0.10314527153968811 (0.10314527153968811) | > loss_disc_real_1: 0.20666010677814484 (0.20666010677814484) | > loss_disc_real_2: 0.15402553975582123 (0.15402553975582123) | > loss_disc_real_3: 0.23242896795272827 (0.23242896795272827) | > loss_disc_real_4: 0.24313227832317352 (0.24313227832317352) | > loss_disc_real_5: 0.22744321823120117 (0.22744321823120117) | > loss_0: 2.432263135910034 (2.432263135910034) | > loss_gen: 2.1734981536865234 (2.1734981536865234) | > loss_kl: 3.5188121795654297 (3.5188121795654297) | > loss_feat: 4.930914402008057 (4.930914402008057) | > loss_mel: 16.92734146118164 (16.92734146118164) | > loss_duration: 2.469161033630371 (2.469161033630371) | > loss_1: 30.019725799560547 (30.019725799560547)  --> STEP: 2 | > loss_disc: 2.302382707595825 (2.3673229217529297) | > loss_disc_real_0: 0.07755668461322784 (0.09035097807645798) | > loss_disc_real_1: 0.1631527543067932 (0.18490643054246902) | > loss_disc_real_2: 0.11470954120159149 (0.13436754047870636) | > loss_disc_real_3: 0.1763821244239807 (0.2044055461883545) | > loss_disc_real_4: 0.226430743932724 (0.23478151112794876) | > loss_disc_real_5: 0.23928457498550415 (0.23336389660835266) | > loss_0: 2.302382707595825 (2.3673229217529297) | > loss_gen: 2.1097705364227295 (2.1416343450546265) | > loss_kl: 3.0214858055114746 (3.270148992538452) | > loss_feat: 5.535364627838135 (5.233139514923096) | > loss_mel: 16.6647891998291 (16.79606533050537) | > loss_duration: 2.4074325561523438 (2.4382967948913574) | > loss_1: 29.738842010498047 (29.879283905029297)  --> STEP: 3 | > loss_disc: 2.168768882751465 (2.301138242085775) | > loss_disc_real_0: 0.11714101582765579 (0.09928099066019058) | > loss_disc_real_1: 0.17783689498901367 (0.18254991869131723) | > loss_disc_real_2: 0.10204588621854782 (0.12359365572532018) | > loss_disc_real_3: 0.19167755544185638 (0.20016288260618845) | > loss_disc_real_4: 0.20029430091381073 (0.22328577438990274) | > loss_disc_real_5: 0.18747174739837646 (0.2180665135383606) | > loss_0: 2.168768882751465 (2.301138242085775) | > loss_gen: 2.5288381576538086 (2.270702282587687) | > loss_kl: 3.699995994567871 (3.4134313265482583) | > loss_feat: 7.22541618347168 (5.897231737772624) | > loss_mel: 16.78293800354004 (16.79168955485026) | > loss_duration: 2.362619400024414 (2.4130709966023765) | > loss_1: 32.59980773925781 (30.78612518310547)  --> STEP: 4 | > loss_disc: 2.6182985305786133 (2.3804283142089844) | > loss_disc_real_0: 0.10460829734802246 (0.10061281733214855) | > loss_disc_real_1: 0.2751964032649994 (0.20571153983473778) | > loss_disc_real_2: 0.15051330626010895 (0.13032356835901737) | > loss_disc_real_3: 0.25438424944877625 (0.2137182243168354) | > loss_disc_real_4: 0.20403990149497986 (0.21847430616617203) | > loss_disc_real_5: 0.23109279572963715 (0.22132308408617973) | > loss_0: 2.6182985305786133 (2.3804283142089844) | > loss_gen: 1.9533569812774658 (2.191365957260132) | > loss_kl: 3.092311143875122 (3.3331512808799744) | > loss_feat: 5.630398750305176 (5.830523490905762) | > loss_mel: 17.744874954223633 (17.029985904693604) | > loss_duration: 2.3089349269866943 (2.387036979198456) | > loss_1: 30.729877471923828 (30.77206325531006)  --> STEP: 5 | > loss_disc: 2.546639919281006 (2.4136706352233888) | > loss_disc_real_0: 0.14879757165908813 (0.11024976819753647) | > loss_disc_real_1: 0.1931896209716797 (0.20320715606212617) | > loss_disc_real_2: 0.16509781777858734 (0.13727841824293135) | > loss_disc_real_3: 0.24129599332809448 (0.21923377811908723) | > loss_disc_real_4: 0.23801502585411072 (0.22238245010375976) | > loss_disc_real_5: 0.22256463766098022 (0.22157139480113983) | > loss_0: 2.546639919281006 (2.4136706352233888) | > loss_gen: 1.9826425313949585 (2.149621272087097) | > loss_kl: 2.50862717628479 (3.1682464599609377) | > loss_feat: 4.645761489868164 (5.5935710906982425) | > loss_mel: 18.56718635559082 (17.337425994873048) | > loss_duration: 2.373147487640381 (2.384259080886841) | > loss_1: 30.07736587524414 (30.633123779296874)  --> STEP: 6 | > loss_disc: 2.5443878173828125 (2.4354568322499595) | > loss_disc_real_0: 0.10076350718736649 (0.10866872469584148) | > loss_disc_real_1: 0.2429152876138687 (0.2098251779874166) | > loss_disc_real_2: 0.12823255360126495 (0.13577077413598695) | > loss_disc_real_3: 0.2339460551738739 (0.221685824294885) | > loss_disc_real_4: 0.24087688326835632 (0.22546485563119253) | > loss_disc_real_5: 0.24605011940002441 (0.22565118223428726) | > loss_0: 2.5443878173828125 (2.4354568322499595) | > loss_gen: 2.31901478767395 (2.177853524684906) | > loss_kl: 2.7181243896484375 (3.093226114908854) | > loss_feat: 5.2266340255737305 (5.53241491317749) | > loss_mel: 17.51143455505371 (17.366427421569824) | > loss_duration: 2.1114721298217773 (2.3387945890426636) | > loss_1: 29.886680603027344 (30.508716583251953)  --> STEP: 7 | > loss_disc: 2.43192720413208 (2.434952599661691) | > loss_disc_real_0: 0.07027216255664825 (0.10318350153309959) | > loss_disc_real_1: 0.28598180413246155 (0.2207046960081373) | > loss_disc_real_2: 0.13900302350521088 (0.1362325240458761) | > loss_disc_real_3: 0.23441408574581146 (0.22350414735930307) | > loss_disc_real_4: 0.22881659865379333 (0.22594367606299265) | > loss_disc_real_5: 0.24165920913219452 (0.2279380432197026) | > loss_0: 2.43192720413208 (2.434952599661691) | > loss_gen: 2.149855852127075 (2.1738538571766446) | > loss_kl: 3.7323012351989746 (3.1845225606645857) | > loss_feat: 4.734702110290527 (5.418455941336496) | > loss_mel: 16.82548713684082 (17.28915023803711) | > loss_duration: 2.516139030456543 (2.364129509244646) | > loss_1: 29.958484649658203 (30.430112021309988)  --> STEP: 8 | > loss_disc: 2.4288318157196045 (2.43418750166893) | > loss_disc_real_0: 0.08834851533174515 (0.10132912825793028) | > loss_disc_real_1: 0.18940578401088715 (0.21679233200848103) | > loss_disc_real_2: 0.13671541213989258 (0.13629288505762815) | > loss_disc_real_3: 0.17483285069465637 (0.21742023527622223) | > loss_disc_real_4: 0.1895223706960678 (0.22139101289212704) | > loss_disc_real_5: 0.1582265943288803 (0.2192241121083498) | > loss_0: 2.4288318157196045 (2.43418750166893) | > loss_gen: 1.9893453121185303 (2.15079028904438) | > loss_kl: 3.324483633041382 (3.202017694711685) | > loss_feat: 10.17101764678955 (6.012526154518127) | > loss_mel: 17.67420768737793 (17.337282419204712) | > loss_duration: 2.285036087036133 (2.354242831468582) | > loss_1: 35.444091796875 (31.056859493255615)  --> STEP: 9 | > loss_disc: 2.4479527473449707 (2.4357169734107122) | > loss_disc_real_0: 0.13692107796669006 (0.10528378933668137) | > loss_disc_real_1: 0.27250245213508606 (0.22298234535588157) | > loss_disc_real_2: 0.12273921072483063 (0.13478692124287286) | > loss_disc_real_3: 0.24658919870853424 (0.2206612312131458) | > loss_disc_real_4: 0.2651573419570923 (0.22625393834378985) | > loss_disc_real_5: 0.30432936549186707 (0.22868025137318504) | > loss_0: 2.4479527473449707 (2.4357169734107122) | > loss_gen: 2.3083953857421875 (2.168301966455248) | > loss_kl: 2.50724720954895 (3.124820974138048) | > loss_feat: 6.663741588592529 (6.084883424970839) | > loss_mel: 18.294361114501953 (17.44362449645996) | > loss_duration: 2.1675772666931152 (2.333502213160197) | > loss_1: 31.94132423400879 (31.155133353339302)  --> STEP: 10 | > loss_disc: 2.5279269218444824 (2.4449379682540893) | > loss_disc_real_0: 0.19107156991958618 (0.11386256739497184) | > loss_disc_real_1: 0.32213452458381653 (0.23289756327867508) | > loss_disc_real_2: 0.18071480095386505 (0.13937970921397208) | > loss_disc_real_3: 0.20368987321853638 (0.21896409541368483) | > loss_disc_real_4: 0.2074841558933258 (0.22437696009874344) | > loss_disc_real_5: 0.2708815336227417 (0.23290037959814072) | > loss_0: 2.5279269218444824 (2.4449379682540893) | > loss_gen: 2.256453037261963 (2.177117073535919) | > loss_kl: 2.605891227722168 (3.07292799949646) | > loss_feat: 5.703779697418213 (6.046773052215576) | > loss_mel: 18.183610916137695 (17.517623138427734) | > loss_duration: 2.3715860843658447 (2.3373106002807615) | > loss_1: 31.121320724487305 (31.151752090454103)  --> STEP: 11 | > loss_disc: 2.647678852081299 (2.4633689576929267) | > loss_disc_real_0: 0.13240361213684082 (0.11554811691695993) | > loss_disc_real_1: 0.14936527609825134 (0.22530371898954565) | > loss_disc_real_2: 0.12969674170017242 (0.1384994394399903) | > loss_disc_real_3: 0.22010742127895355 (0.21906803412870926) | > loss_disc_real_4: 0.16576124727725983 (0.21904825893315402) | > loss_disc_real_5: 0.2004559487104416 (0.22995088588107715) | > loss_0: 2.647678852081299 (2.4633689576929267) | > loss_gen: 1.9015517234802246 (2.1520656780763106) | > loss_kl: 3.438589334487915 (3.1061699390411377) | > loss_feat: 7.011641979217529 (6.134488409215754) | > loss_mel: 17.00286102294922 (17.47082658247514) | > loss_duration: 2.5066144466400146 (2.352701859040694) | > loss_1: 31.86125946044922 (31.216252760453656)  --> STEP: 12 | > loss_disc: 2.4458491802215576 (2.461908976236979) | > loss_disc_real_0: 0.12748053669929504 (0.11654248523215453) | > loss_disc_real_1: 0.24136361479759216 (0.2266420436402162) | > loss_disc_real_2: 0.16884106397628784 (0.14102790815134844) | > loss_disc_real_3: 0.1798647940158844 (0.21580109745264053) | > loss_disc_real_4: 0.22130246460437775 (0.219236109405756) | > loss_disc_real_5: 0.21585720777511597 (0.22877641270558038) | > loss_0: 2.4458491802215576 (2.461908976236979) | > loss_gen: 2.1528725624084473 (2.152132918437322) | > loss_kl: 2.8877813816070557 (3.0879708925882974) | > loss_feat: 7.6549835205078125 (6.261196335156758) | > loss_mel: 17.411027908325195 (17.465843359629314) | > loss_duration: 2.293726682662964 (2.3477872610092163) | > loss_1: 32.400390625 (31.31493091583252)  --> STEP: 13 | > loss_disc: 2.4847326278686523 (2.463664641747108) | > loss_disc_real_0: 0.1326269656419754 (0.1177797529559869) | > loss_disc_real_1: 0.1659737378358841 (0.2219752508860368) | > loss_disc_real_2: 0.18119341135025024 (0.14411756224357164) | > loss_disc_real_3: 0.2205490916967392 (0.21616632777910966) | > loss_disc_real_4: 0.18743163347244263 (0.21678961125703958) | > loss_disc_real_5: 0.1637551635503769 (0.22377477815518013) | > loss_0: 2.4847326278686523 (2.463664641747108) | > loss_gen: 2.0806963443756104 (2.146637797355652) | > loss_kl: 2.8542704582214355 (3.069993936098539) | > loss_feat: 5.468567371368408 (6.200224876403809) | > loss_mel: 11.989188194274902 (17.04456219306359) | > loss_duration: 2.2588653564453125 (2.3409471145043006) | > loss_1: 24.651588439941406 (30.802366109994743)  --> STEP: 14 | > loss_disc: 2.4866275787353516 (2.4653048515319824) | > loss_disc_real_0: 0.15740787982940674 (0.12061033344694547) | > loss_disc_real_1: 0.23330293595790863 (0.22278437124831335) | > loss_disc_real_2: 0.1381462961435318 (0.14369104323642595) | > loss_disc_real_3: 0.20219948887825012 (0.21516869642904826) | > loss_disc_real_4: 0.21196579933166504 (0.21644505326236999) | > loss_disc_real_5: 0.1859852522611618 (0.2210755263056074) | > loss_0: 2.4866275787353516 (2.4653048515319824) | > loss_gen: 2.1173713207244873 (2.14454733473914) | > loss_kl: 3.6832776069641113 (3.113799912588937) | > loss_feat: 7.389071464538574 (6.2851424898420065) | > loss_mel: 18.57188606262207 (17.15365675517491) | > loss_duration: 2.4061970710754395 (2.3456078256879533) | > loss_1: 34.16780471801758 (31.042754581996373)  --> STEP: 15 | > loss_disc: 2.6801528930664062 (2.479628054300944) | > loss_disc_real_0: 0.28451699018478394 (0.1315374438961347) | > loss_disc_real_1: 0.1504521518945694 (0.21796222329139708) | > loss_disc_real_2: 0.1270192563533783 (0.1425795907775561) | > loss_disc_real_3: 0.22629864513874054 (0.21591069300969443) | > loss_disc_real_4: 0.1785106360912323 (0.21391609211762747) | > loss_disc_real_5: 0.19036433100700378 (0.2190281132857005) | > loss_0: 2.6801528930664062 (2.479628054300944) | > loss_gen: 2.0825204849243164 (2.140412211418152) | > loss_kl: 3.4649267196655273 (3.137208366394043) | > loss_feat: 5.261248588562012 (6.21688289642334) | > loss_mel: 17.82418441772461 (17.19835859934489) | > loss_duration: 2.360398292541504 (2.3465938568115234) | > loss_1: 30.99327850341797 (31.039456176757813)  --> STEP: 16 | > loss_disc: 2.5192511081695557 (2.4821044951677322) | > loss_disc_real_0: 0.1386999785900116 (0.131985102314502) | > loss_disc_real_1: 0.23240289092063904 (0.21886476501822472) | > loss_disc_real_2: 0.17277157306671143 (0.1444665896706283) | > loss_disc_real_3: 0.29706814885139465 (0.22098303399980068) | > loss_disc_real_4: 0.23734909296035767 (0.2153806546702981) | > loss_disc_real_5: 0.2235654592514038 (0.21931169740855694) | > loss_0: 2.5192511081695557 (2.4821044951677322) | > loss_gen: 2.3568334579467773 (2.153938539326191) | > loss_kl: 3.083940267562866 (3.1338791102170944) | > loss_feat: 6.773290157318115 (6.251658350229263) | > loss_mel: 15.050577163696289 (17.064122259616852) | > loss_duration: 2.310271978378296 (2.3443237394094467) | > loss_1: 29.574913024902344 (30.947922229766846)  --> STEP: 17 | > loss_disc: 2.5164589881896973 (2.484125347698436) | > loss_disc_real_0: 0.1628226637840271 (0.13379907651859171) | > loss_disc_real_1: 0.2895730435848236 (0.2230240755221423) | > loss_disc_real_2: 0.13434761762619019 (0.14387135602095547) | > loss_disc_real_3: 0.26330479979515076 (0.22347254963482127) | > loss_disc_real_4: 0.23617009818553925 (0.2166035631123711) | > loss_disc_real_5: 0.2581682503223419 (0.22159737699172077) | > loss_0: 2.5164589881896973 (2.484125347698436) | > loss_gen: 2.4021520614624023 (2.1685393347459683) | > loss_kl: 2.030095100402832 (3.0689506390515495) | > loss_feat: 6.528100967407227 (6.267919680651496) | > loss_mel: 18.050739288330078 (17.12215855542351) | > loss_duration: 2.3785524368286133 (2.3463371921988094) | > loss_1: 31.38964080810547 (30.97390567555147)  --> STEP: 18 | > loss_disc: 2.617889642715454 (2.4915566974216037) | > loss_disc_real_0: 0.13429218530654907 (0.133826471451256) | > loss_disc_real_1: 0.32804355025291443 (0.22885849078496298) | > loss_disc_real_2: 0.13296166062355042 (0.14326526183221075) | > loss_disc_real_3: 0.21629132330417633 (0.2230735926164521) | > loss_disc_real_4: 0.2597382664680481 (0.21899993552101982) | > loss_disc_real_5: 0.3014563024044037 (0.22603398395909202) | > loss_0: 2.617889642715454 (2.4915566974216037) | > loss_gen: 2.375013828277588 (2.180010139942169) | > loss_kl: 2.3546547889709473 (3.029267536269294) | > loss_feat: 7.6551361083984375 (6.344987259970771) | > loss_mel: 17.741674423217773 (17.156576103634304) | > loss_duration: 2.222731590270996 (2.339470214313931) | > loss_1: 32.34920883178711 (31.05031140645345)  --> STEP: 19 | > loss_disc: 2.5061187744140625 (2.49232312252647) | > loss_disc_real_0: 0.1241859644651413 (0.13331907634672366) | > loss_disc_real_1: 0.21394263207912445 (0.22807344558991885) | > loss_disc_real_2: 0.14888522028923035 (0.1435610491194223) | > loss_disc_real_3: 0.22849753499031067 (0.22335906326770782) | > loss_disc_real_4: 0.2203109860420227 (0.21906893818002) | > loss_disc_real_5: 0.20818109810352325 (0.2250943583877463) | > loss_0: 2.5061187744140625 (2.49232312252647) | > loss_gen: 1.9846019744873047 (2.169725499655071) | > loss_kl: 2.193997859954834 (2.9853059743580066) | > loss_feat: 5.603933334350586 (6.305984421780235) | > loss_mel: 17.457605361938477 (17.17241974880821) | > loss_duration: 2.330470085144043 (2.3389965233049894) | > loss_1: 29.57061004638672 (30.972432387502568)  --> STEP: 20 | > loss_disc: 2.3258814811706543 (2.484001040458679) | > loss_disc_real_0: 0.14446870982646942 (0.13387655802071094) | > loss_disc_real_1: 0.22610825300216675 (0.22797518596053123) | > loss_disc_real_2: 0.19976216554641724 (0.14637110494077205) | > loss_disc_real_3: 0.23217180371284485 (0.22379970028996468) | > loss_disc_real_4: 0.19952727854251862 (0.21809185519814492) | > loss_disc_real_5: 0.185795858502388 (0.2231294333934784) | > loss_0: 2.3258814811706543 (2.484001040458679) | > loss_gen: 2.276461362838745 (2.1750622928142547) | > loss_kl: 2.1689186096191406 (2.944486606121063) | > loss_feat: 5.445925235748291 (6.2629814624786375) | > loss_mel: 18.745418548583984 (17.251069688796996) | > loss_duration: 2.320244312286377 (2.3380589127540587) | > loss_1: 30.956966400146484 (30.971659088134764)  --> STEP: 21 | > loss_disc: 2.301407814025879 (2.47530612491426) | > loss_disc_real_0: 0.10532329976558685 (0.13251687905618123) | > loss_disc_real_1: 0.21634459495544434 (0.22742134829362234) | > loss_disc_real_2: 0.14467447996139526 (0.14629031327508746) | > loss_disc_real_3: 0.2673691213130951 (0.22587443462439946) | > loss_disc_real_4: 0.18612612783908844 (0.21656967770485652) | > loss_disc_real_5: 0.18922382593154907 (0.22151488065719604) | > loss_0: 2.301407814025879 (2.47530612491426) | > loss_gen: 2.3713903427124023 (2.1844112475713096) | > loss_kl: 2.551621675491333 (2.9257787522815524) | > loss_feat: 6.8482489585876465 (6.290851343245733) | > loss_mel: 15.777889251708984 (17.180918239411852) | > loss_duration: 2.148639678955078 (2.3290389492398216) | > loss_1: 29.697792053222656 (30.91099875313895)  --> STEP: 22 | > loss_disc: 2.3640427589416504 (2.4702486991882324) | > loss_disc_real_0: 0.09673374891281128 (0.1308903731405735) | > loss_disc_real_1: 0.18508878350257874 (0.22549714080312036) | > loss_disc_real_2: 0.11337226629257202 (0.14479403841224583) | > loss_disc_real_3: 0.15363773703575134 (0.22259094837037) | > loss_disc_real_4: 0.1869773268699646 (0.21522457084872507) | > loss_disc_real_5: 0.22850610315799713 (0.22183266349814154) | > loss_0: 2.3640427589416504 (2.4702486991882324) | > loss_gen: 1.9357128143310547 (2.173106773333116) | > loss_kl: 1.9923720359802246 (2.8833511742678555) | > loss_feat: 6.880914211273193 (6.317672382701527) | > loss_mel: 17.32725715637207 (17.18757000836459) | > loss_duration: 2.203411817550659 (2.3233286250721323) | > loss_1: 30.33966636657715 (30.885029099204324)  --> STEP: 23 | > loss_disc: 2.7148351669311523 (2.480882893437925) | > loss_disc_real_0: 0.31106293201446533 (0.13872396265682968) | > loss_disc_real_1: 0.22626912593841553 (0.22553070537422015) | > loss_disc_real_2: 0.22654707729816437 (0.14834851836380752) | > loss_disc_real_3: 0.20896293222904205 (0.2219984259294427) | > loss_disc_real_4: 0.20732247829437256 (0.21488100160723148) | > loss_disc_real_5: 0.18049763143062592 (0.22003548819085825) | > loss_0: 2.7148351669311523 (2.480882893437925) | > loss_gen: 2.05820369720459 (2.1681109874144844) | > loss_kl: 2.2578341960906982 (2.856154783912327) | > loss_feat: 5.397586822509766 (6.2776686626931895) | > loss_mel: 17.139163970947266 (17.185465398042098) | > loss_duration: 2.30141019821167 (2.3223756499912427) | > loss_1: 29.15420150756836 (30.809775725654934)  --> STEP: 24 | > loss_disc: 2.423896312713623 (2.4785084525744123) | > loss_disc_real_0: 0.10573774576187134 (0.13734953695287308) | > loss_disc_real_1: 0.24981386959552765 (0.2265425038834413) | > loss_disc_real_2: 0.17350350320339203 (0.14939664273212355) | > loss_disc_real_3: 0.24823227524757385 (0.22309150298436484) | > loss_disc_real_4: 0.2132478654384613 (0.21481295426686606) | > loss_disc_real_5: 0.2622795104980469 (0.22179565578699112) | > loss_0: 2.423896312713623 (2.4785084525744123) | > loss_gen: 2.2817811965942383 (2.1728472461303077) | > loss_kl: 2.1792726516723633 (2.827951361735662) | > loss_feat: 5.9364013671875 (6.263449192047119) | > loss_mel: 16.178251266479492 (17.143498142560322) | > loss_duration: 2.363349676132202 (2.3240829010804496) | > loss_1: 28.939056396484375 (30.731829086939495)  --> STEP: 25 | > loss_disc: 2.548353672027588 (2.4813022613525395) | > loss_disc_real_0: 0.22461311519145966 (0.14084008008241652) | > loss_disc_real_1: 0.310494601726532 (0.2299005877971649) | > loss_disc_real_2: 0.16231697797775269 (0.14991345614194873) | > loss_disc_real_3: 0.20222090184688568 (0.22225667893886566) | > loss_disc_real_4: 0.19139227271080017 (0.2138761270046234) | > loss_disc_real_5: 0.22830119729042053 (0.2220558774471283) | > loss_0: 2.548353672027588 (2.4813022613525395) | > loss_gen: 2.2440309524536133 (2.1756945943832395) | > loss_kl: 2.7375662326812744 (2.8243359565734862) | > loss_feat: 4.890771389007568 (6.208542079925537) | > loss_mel: 12.298458099365234 (16.94969654083252) | > loss_duration: 2.38642954826355 (2.3265767669677735) | > loss_1: 24.557254791259766 (30.484846115112305)  --> STEP: 26 | > loss_disc: 2.7244434356689453 (2.490653844980094) | > loss_disc_real_0: 0.08778081089258194 (0.13879933895973057) | > loss_disc_real_1: 0.10060951858758926 (0.22492785436602739) | > loss_disc_real_2: 0.12693822383880615 (0.14902979336105865) | > loss_disc_real_3: 0.20143964886665344 (0.22145602393608826) | > loss_disc_real_4: 0.19112691283226013 (0.21300115722876328) | > loss_disc_real_5: 0.1711914837360382 (0.22009955461208636) | > loss_0: 2.7244434356689453 (2.490653844980094) | > loss_gen: 1.6380226612091064 (2.155014904645773) | > loss_kl: 1.9816333055496216 (2.7919243161494913) | > loss_feat: 9.147525787353516 (6.321579914826613) | > loss_mel: 22.069107055664062 (17.14659694524912) | > loss_duration: 2.283522129058838 (2.3249208193558912) | > loss_1: 37.11981201171875 (30.740037111135628) --> EVAL PERFORMANCE | > avg_loader_time: 0.002535324830275316 (+3.519425025353068e-05) | > avg_loss_disc: 2.490653844980094 (+0.006067817027752831) | > avg_loss_disc_real_0: 0.13879933895973057 (+0.028757026132482724) | > avg_loss_disc_real_1: 0.22492785436602739 (-0.014824439986394017) | > avg_loss_disc_real_2: 0.14902979336105865 (-0.05949352910885439) | > avg_loss_disc_real_3: 0.22145602393608826 (-0.032621183074437676) | > avg_loss_disc_real_4: 0.21300115722876328 (-0.043522046735653463) | > avg_loss_disc_real_5: 0.22009955461208636 (-0.007949824516589848) | > avg_loss_0: 2.490653844980094 (+0.006067817027752831) | > avg_loss_gen: 2.155014904645773 (-0.08059062866064215) | > avg_loss_kl: 2.7919243161494913 (-0.08663458090562104) | > avg_loss_feat: 6.321579914826613 (-0.38107244785015393) | > avg_loss_mel: 17.14659694524912 (-0.9653969177832948) | > avg_loss_duration: 2.3249208193558912 (-0.016257231052105414) | > avg_loss_1: 30.740037111135628 (-1.5299514623788681)  > EPOCH: 593/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:20:05)   --> TIME: 2024-06-11 17:20:10 -- STEP: 9/330 -- GLOBAL_STEP: 283700 | > loss_disc: 2.442080497741699 (2.3545205858018665) | > loss_disc_real_0: 0.10435111075639725 (0.11421449234088261) | > loss_disc_real_1: 0.18849948048591614 (0.18382839030689663) | > loss_disc_real_2: 0.20056045055389404 (0.20662905275821686) | > loss_disc_real_3: 0.24194467067718506 (0.21719801757070753) | > loss_disc_real_4: 0.2846042215824127 (0.22646050651868185) | > loss_disc_real_5: 0.24340517818927765 (0.23006113866964975) | > loss_0: 2.442080497741699 (2.3545205858018665) | > grad_norm_0: tensor(6.2106, device='cuda:0') (tensor(9.8868, device='cuda:0')) | > loss_gen: 2.381852865219116 (2.472646289401584) | > loss_kl: 2.0173356533050537 (1.9271990458170574) | > loss_feat: 6.256462097167969 (6.525965690612793) | > loss_mel: 17.852354049682617 (17.766745461357964) | > loss_duration: 2.115802764892578 (2.1232260598076715) | > loss_1: 30.623807907104492 (30.81578254699707) | > grad_norm_1: tensor(85.4789, device='cuda:0') (tensor(92.5420, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3672 (0.36941896544562447) | > loader_time: 0.0028 (0.0030910703870985243)  --> TIME: 2024-06-11 17:20:19 -- STEP: 34/330 -- GLOBAL_STEP: 283725 | > loss_disc: 2.5388686656951904 (2.3600246345295623) | > loss_disc_real_0: 0.11639094352722168 (0.11155075623708613) | > loss_disc_real_1: 0.2326018214225769 (0.19799616143983953) | > loss_disc_real_2: 0.20285815000534058 (0.21149592496016445) | > loss_disc_real_3: 0.2855513095855713 (0.22577669559156194) | > loss_disc_real_4: 0.2674270570278168 (0.23058617509463253) | > loss_disc_real_5: 0.24441111087799072 (0.21902737372061787) | > loss_0: 2.5388686656951904 (2.3600246345295623) | > grad_norm_0: tensor(5.6655, device='cuda:0') (tensor(10.5281, device='cuda:0')) | > loss_gen: 2.471407890319824 (2.498898527201484) | > loss_kl: 1.914074420928955 (1.8977072379168343) | > loss_feat: 7.673201560974121 (6.891164737589219) | > loss_mel: 18.43081283569336 (17.585873155032886) | > loss_duration: 2.024693727493286 (2.0347669229787946) | > loss_1: 32.514190673828125 (30.908410408917597) | > grad_norm_1: tensor(52.1637, device='cuda:0') (tensor(89.9130, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3557 (0.36915750363293814) | > loader_time: 0.0032 (0.0032259436214671414)  --> TIME: 2024-06-11 17:20:29 -- STEP: 59/330 -- GLOBAL_STEP: 283750 | > loss_disc: 2.299867630004883 (2.3560041653907904) | > loss_disc_real_0: 0.12020695209503174 (0.110196581205069) | > loss_disc_real_1: 0.196171373128891 (0.19786992593336913) | > loss_disc_real_2: 0.2156306356191635 (0.21054754090511194) | > loss_disc_real_3: 0.2244904786348343 (0.22797675784361565) | > loss_disc_real_4: 0.24423135817050934 (0.23258627269227625) | > loss_disc_real_5: 0.22186022996902466 (0.2205252165006379) | > loss_0: 2.299867630004883 (2.3560041653907904) | > grad_norm_0: tensor(6.8637, device='cuda:0') (tensor(9.2886, device='cuda:0')) | > loss_gen: 2.540703296661377 (2.4892076072046314) | > loss_kl: 2.0380160808563232 (1.9231571060116008) | > loss_feat: 6.646511077880859 (7.002439199867895) | > loss_mel: 16.52959442138672 (17.580262491258523) | > loss_duration: 1.9583994150161743 (2.0130614648431036) | > loss_1: 29.713224411010742 (31.008127859083274) | > grad_norm_1: tensor(76.0900, device='cuda:0') (tensor(84.0964, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3594 (0.3667524305440612) | > loader_time: 0.0036 (0.003367658388816704)  --> TIME: 2024-06-11 17:20:38 -- STEP: 84/330 -- GLOBAL_STEP: 283775 | > loss_disc: 2.3998560905456543 (2.3648766846883866) | > loss_disc_real_0: 0.09264125674962997 (0.11157212619270597) | > loss_disc_real_1: 0.21021103858947754 (0.19737550971053897) | > loss_disc_real_2: 0.21418386697769165 (0.21188520640134811) | > loss_disc_real_3: 0.2433876246213913 (0.2290327978276071) | > loss_disc_real_4: 0.26000404357910156 (0.23228906006330535) | > loss_disc_real_5: 0.2363397181034088 (0.2219615058884734) | > loss_0: 2.3998560905456543 (2.3648766846883866) | > grad_norm_0: tensor(7.9109, device='cuda:0') (tensor(9.2204, device='cuda:0')) | > loss_gen: 2.4843239784240723 (2.47935323204313) | > loss_kl: 1.919106364250183 (1.9379186772164845) | > loss_feat: 6.848587989807129 (7.020202551569257) | > loss_mel: 17.241506576538086 (17.608498913901194) | > loss_duration: 2.0628955364227295 (2.0050944983959194) | > loss_1: 30.556419372558594 (31.05106780642555) | > grad_norm_1: tensor(68.1043, device='cuda:0') (tensor(83.7349, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3663 (0.36658900976181036) | > loader_time: 0.0046 (0.0034698077610560824)  --> TIME: 2024-06-11 17:20:47 -- STEP: 109/330 -- GLOBAL_STEP: 283800 | > loss_disc: 2.4183473587036133 (2.3613601780812665) | > loss_disc_real_0: 0.07299493253231049 (0.11207915425574014) | > loss_disc_real_1: 0.20523656904697418 (0.19816921815412855) | > loss_disc_real_2: 0.2171030193567276 (0.2106946798366144) | > loss_disc_real_3: 0.24957260489463806 (0.2280829470912251) | > loss_disc_real_4: 0.2418292611837387 (0.23210193736290713) | > loss_disc_real_5: 0.22757935523986816 (0.22180513094324583) | > loss_0: 2.4183473587036133 (2.3613601780812665) | > grad_norm_0: tensor(13.6227, device='cuda:0') (tensor(10.5016, device='cuda:0')) | > loss_gen: 2.4551987648010254 (2.480743513194793) | > loss_kl: 2.01645565032959 (1.9427886577921176) | > loss_feat: 7.464242935180664 (7.014789524428341) | > loss_mel: 18.008779525756836 (17.603182293953147) | > loss_duration: 1.9530402421951294 (2.006271046236022) | > loss_1: 31.89771842956543 (31.047775076069964) | > grad_norm_1: tensor(46.4853, device='cuda:0') (tensor(108.7372, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3628 (0.3679938491331328) | > loader_time: 0.0036 (0.003545962342428505)  --> TIME: 2024-06-11 17:20:57 -- STEP: 134/330 -- GLOBAL_STEP: 283825 | > loss_disc: 2.496598958969116 (2.3631093626591686) | > loss_disc_real_0: 0.1724877655506134 (0.11329504069107682) | > loss_disc_real_1: 0.21919512748718262 (0.19828738939406268) | > loss_disc_real_2: 0.24033595621585846 (0.21193072677993063) | > loss_disc_real_3: 0.24705642461776733 (0.22887863574632958) | > loss_disc_real_4: 0.2365238219499588 (0.23227618923827784) | > loss_disc_real_5: 0.2562237083911896 (0.22230561021993409) | > loss_0: 2.496598958969116 (2.3631093626591686) | > grad_norm_0: tensor(20.9150, device='cuda:0') (tensor(11.7989, device='cuda:0')) | > loss_gen: 2.361207962036133 (2.4832506286564158) | > loss_kl: 1.9804078340530396 (1.941755255656456) | > loss_feat: 6.72566032409668 (6.98976812077992) | > loss_mel: 17.51963233947754 (17.61746735359306) | > loss_duration: 2.0116147994995117 (2.009646905891931) | > loss_1: 30.598522186279297 (31.041888194297677) | > grad_norm_1: tensor(241.0184, device='cuda:0') (tensor(128.0104, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3615 (0.3688931038130575) | > loader_time: 0.0039 (0.0036333799362182617)  --> TIME: 2024-06-11 17:21:07 -- STEP: 159/330 -- GLOBAL_STEP: 283850 | > loss_disc: 2.3798205852508545 (2.3638568164417566) | > loss_disc_real_0: 0.07770055532455444 (0.11392331292044441) | > loss_disc_real_1: 0.23694857954978943 (0.197979710293266) | > loss_disc_real_2: 0.22525395452976227 (0.21200529771780818) | > loss_disc_real_3: 0.2440652698278427 (0.22892799795423663) | > loss_disc_real_4: 0.2225862741470337 (0.2313556949485023) | > loss_disc_real_5: 0.21956448256969452 (0.22180501095154) | > loss_0: 2.3798205852508545 (2.3638568164417566) | > grad_norm_0: tensor(29.7226, device='cuda:0') (tensor(14.3444, device='cuda:0')) | > loss_gen: 2.390536069869995 (2.4808335529183436) | > loss_kl: 2.087599277496338 (1.9419520643522155) | > loss_feat: 6.947196960449219 (6.984065244782646) | > loss_mel: 17.369409561157227 (17.62290236035233) | > loss_duration: 2.031095266342163 (2.012951358309332) | > loss_1: 30.825836181640625 (31.04270449224508) | > grad_norm_1: tensor(401.0071, device='cuda:0') (tensor(153.3071, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3775 (0.37113037499241874) | > loader_time: 0.0041 (0.0037339228504108934)  --> TIME: 2024-06-11 17:21:17 -- STEP: 184/330 -- GLOBAL_STEP: 283875 | > loss_disc: 2.361416816711426 (2.3657748789890944) | > loss_disc_real_0: 0.09343596547842026 (0.11354806100058815) | > loss_disc_real_1: 0.24612131714820862 (0.19844341075614744) | > loss_disc_real_2: 0.2061474621295929 (0.2115742655713921) | > loss_disc_real_3: 0.22784076631069183 (0.22909105334268964) | > loss_disc_real_4: 0.25459787249565125 (0.23155511445973231) | > loss_disc_real_5: 0.23151461780071259 (0.22271790493117727) | > loss_0: 2.361416816711426 (2.3657748789890944) | > grad_norm_0: tensor(24.9946, device='cuda:0') (tensor(15.9640, device='cuda:0')) | > loss_gen: 2.6275525093078613 (2.4832727662895024) | > loss_kl: 2.0653226375579834 (1.9487244778353234) | > loss_feat: 6.522516250610352 (6.975462882415108) | > loss_mel: 16.221927642822266 (17.583133334698893) | > loss_duration: 2.046623468399048 (2.0195564945106916) | > loss_1: 29.48394203186035 (31.010149862455286) | > grad_norm_1: tensor(310.2876, device='cuda:0') (tensor(175.9458, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.4039 (0.3737453857193823) | > loader_time: 0.0051 (0.003850783990777057)  --> TIME: 2024-06-11 17:21:27 -- STEP: 209/330 -- GLOBAL_STEP: 283900 | > loss_disc: 2.277080774307251 (2.364835106014635) | > loss_disc_real_0: 0.11953932791948318 (0.11416796420179486) | > loss_disc_real_1: 0.18383947014808655 (0.19867700466699006) | > loss_disc_real_2: 0.17833665013313293 (0.21249545818310606) | > loss_disc_real_3: 0.2370745986700058 (0.22938505856043984) | > loss_disc_real_4: 0.20518243312835693 (0.22996872371178495) | > loss_disc_real_5: 0.2490868717432022 (0.22234604782179782) | > loss_0: 2.277080774307251 (2.364835106014635) | > grad_norm_0: tensor(47.6298, device='cuda:0') (tensor(18.1451, device='cuda:0')) | > loss_gen: 2.4340200424194336 (2.4911788958681806) | > loss_kl: 2.1644768714904785 (1.9552911788082579) | > loss_feat: 6.858254909515381 (6.9999324807710055) | > loss_mel: 17.44906234741211 (17.56143995221152) | > loss_duration: 2.109365224838257 (2.027019460235486) | > loss_1: 31.015180587768555 (31.034861861233505) | > grad_norm_1: tensor(270.2227, device='cuda:0') (tensor(198.6653, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.3935 (0.3785351703041479) | > loader_time: 0.0048 (0.0039982088444905995)  --> TIME: 2024-06-11 17:21:38 -- STEP: 234/330 -- GLOBAL_STEP: 283925 | > loss_disc: 2.3946638107299805 (2.3675801998529677) | > loss_disc_real_0: 0.15434913337230682 (0.11382253468036652) | > loss_disc_real_1: 0.2059534192085266 (0.19911112668167832) | > loss_disc_real_2: 0.2186127007007599 (0.2125303379745565) | > loss_disc_real_3: 0.23627477884292603 (0.22979460688483003) | > loss_disc_real_4: 0.23803798854351044 (0.23114590213084832) | > loss_disc_real_5: 0.2323135882616043 (0.2227907725251638) | > loss_0: 2.3946638107299805 (2.3675801998529677) | > grad_norm_0: tensor(39.4615, device='cuda:0') (tensor(20.4112, device='cuda:0')) | > loss_gen: 2.52998685836792 (2.500010358981595) | > loss_kl: 2.045053005218506 (1.9614279861124153) | > loss_feat: 6.178869247436523 (7.012168841484265) | > loss_mel: 15.925296783447266 (17.52733381385477) | > loss_duration: 2.0958034992218018 (2.0352090704135404) | > loss_1: 28.77501106262207 (31.036149986788757) | > grad_norm_1: tensor(279.4191, device='cuda:0') (tensor(220.3238, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.4337 (0.3825994302064945) | > loader_time: 0.0052 (0.004145794444613987)  --> TIME: 2024-06-11 17:21:49 -- STEP: 259/330 -- GLOBAL_STEP: 283950 | > loss_disc: 2.4244368076324463 (2.36983204716421) | > loss_disc_real_0: 0.08619347959756851 (0.1149546841741989) | > loss_disc_real_1: 0.16646696627140045 (0.19971273983307328) | > loss_disc_real_2: 0.20879194140434265 (0.2130752674170903) | > loss_disc_real_3: 0.2389025092124939 (0.22987918785870307) | > loss_disc_real_4: 0.2805785834789276 (0.23055999153599316) | > loss_disc_real_5: 0.24201706051826477 (0.22281662331584798) | > loss_0: 2.4244368076324463 (2.36983204716421) | > grad_norm_0: tensor(14.7848, device='cuda:0') (tensor(21.2083, device='cuda:0')) | > loss_gen: 2.3183586597442627 (2.499419228910938) | > loss_kl: 1.9868180751800537 (1.9664515390359296) | > loss_feat: 6.794363498687744 (7.034564117667298) | > loss_mel: 17.45540428161621 (17.493315287998744) | > loss_duration: 2.145087242126465 (2.043210939550952) | > loss_1: 30.700031280517578 (31.036961021570626) | > grad_norm_1: tensor(468.3088, device='cuda:0') (tensor(237.2298, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.4199 (0.38694185179633067) | > loader_time: 0.0064 (0.00426566186558786)  --> TIME: 2024-06-11 17:22:00 -- STEP: 284/330 -- GLOBAL_STEP: 283975 | > loss_disc: 2.4055159091949463 (2.3717027071496135) | > loss_disc_real_0: 0.18195682764053345 (0.11596012876277238) | > loss_disc_real_1: 0.22572079300880432 (0.19966722500156348) | > loss_disc_real_2: 0.23831534385681152 (0.21283497745302363) | > loss_disc_real_3: 0.21832013130187988 (0.22989682790259236) | > loss_disc_real_4: 0.22079068422317505 (0.23086054187635302) | > loss_disc_real_5: 0.19409355521202087 (0.22295952572579114) | > loss_0: 2.4055159091949463 (2.3717027071496135) | > grad_norm_0: tensor(40.1434, device='cuda:0') (tensor(22.1538, device='cuda:0')) | > loss_gen: 2.426490306854248 (2.4946886057585043) | > loss_kl: 2.0066614151000977 (1.9705606631829704) | > loss_feat: 8.442538261413574 (7.027827499617992) | > loss_mel: 17.901840209960938 (17.449069254834885) | > loss_duration: 2.15932559967041 (2.0529551929991006) | > loss_1: 32.93685531616211 (30.995101169801096) | > grad_norm_1: tensor(377.1049, device='cuda:0') (tensor(242.7585, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.4333 (0.391340711586912) | > loader_time: 0.0065 (0.004407913752005134)  --> TIME: 2024-06-11 17:22:12 -- STEP: 309/330 -- GLOBAL_STEP: 284000 | > loss_disc: 2.355189561843872 (2.3744396901053526) | > loss_disc_real_0: 0.1121276468038559 (0.11705688821169936) | > loss_disc_real_1: 0.20967592298984528 (0.1998155948895852) | > loss_disc_real_2: 0.20080862939357758 (0.21297600166118646) | > loss_disc_real_3: 0.21431556344032288 (0.22992251485489715) | > loss_disc_real_4: 0.2326449304819107 (0.2312274770539941) | > loss_disc_real_5: 0.22509750723838806 (0.2232845378828666) | > loss_0: 2.355189561843872 (2.3744396901053526) | > grad_norm_0: tensor(66.4623, device='cuda:0') (tensor(23.6953, device='cuda:0')) | > loss_gen: 2.4809622764587402 (2.4908861018307356) | > loss_kl: 1.91851007938385 (1.9757765006864727) | > loss_feat: 7.276644706726074 (7.0344412025896075) | > loss_mel: 16.47949981689453 (17.387388016413723) | > loss_duration: 2.2323131561279297 (2.0646367809919086) | > loss_1: 30.38793182373047 (30.953128555445996) | > grad_norm_1: tensor(481.0492, device='cuda:0') (tensor(255.2043, device='cuda:0')) | > current_lr_0: 0.0001857102629923717 | > current_lr_1: 0.0001857102629923717 | > step_time: 0.4811 (0.3977535503967682) | > loader_time: 0.0073 (0.004583007695219665) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_284000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6087894439697266 (2.6087894439697266) | > loss_disc_real_0: 0.16065403819084167 (0.16065403819084167) | > loss_disc_real_1: 0.26346874237060547 (0.26346874237060547) | > loss_disc_real_2: 0.2816166281700134 (0.2816166281700134) | > loss_disc_real_3: 0.28835177421569824 (0.28835177421569824) | > loss_disc_real_4: 0.2780272662639618 (0.2780272662639618) | > loss_disc_real_5: 0.30009445548057556 (0.30009445548057556) | > loss_0: 2.6087894439697266 (2.6087894439697266) | > loss_gen: 2.5700321197509766 (2.5700321197509766) | > loss_kl: 2.6049981117248535 (2.6049981117248535) | > loss_feat: 6.3115973472595215 (6.3115973472595215) | > loss_mel: 15.86323356628418 (15.86323356628418) | > loss_duration: 2.9873836040496826 (2.9873836040496826) | > loss_1: 30.337244033813477 (30.337244033813477)  --> STEP: 1 | > loss_disc: 2.3072004318237305 (2.3072004318237305) | > loss_disc_real_0: 0.13144701719284058 (0.13144701719284058) | > loss_disc_real_1: 0.18052338063716888 (0.18052338063716888) | > loss_disc_real_2: 0.2156192809343338 (0.2156192809343338) | > loss_disc_real_3: 0.22096198797225952 (0.22096198797225952) | > loss_disc_real_4: 0.22265897691249847 (0.22265897691249847) | > loss_disc_real_5: 0.2052025943994522 (0.2052025943994522) | > loss_0: 2.3072004318237305 (2.3072004318237305) | > loss_gen: 2.224529981613159 (2.224529981613159) | > loss_kl: 2.677316188812256 (2.677316188812256) | > loss_feat: 5.531049728393555 (5.531049728393555) | > loss_mel: 18.594100952148438 (18.594100952148438) | > loss_duration: 2.4400367736816406 (2.4400367736816406) | > loss_1: 31.46703338623047 (31.46703338623047)  --> STEP: 2 | > loss_disc: 2.256469964981079 (2.281835198402405) | > loss_disc_real_0: 0.0805504098534584 (0.10599871352314949) | > loss_disc_real_1: 0.14750456809997559 (0.16401397436857224) | > loss_disc_real_2: 0.22167304158210754 (0.21864616125822067) | > loss_disc_real_3: 0.21544094383716583 (0.21820146590471268) | > loss_disc_real_4: 0.223256915807724 (0.22295794636011124) | > loss_disc_real_5: 0.24655663967132568 (0.22587961703538895) | > loss_0: 2.256469964981079 (2.281835198402405) | > loss_gen: 2.3205971717834473 (2.2725635766983032) | > loss_kl: 3.5452730655670166 (3.1112946271896362) | > loss_feat: 5.938587188720703 (5.734818458557129) | > loss_mel: 18.259506225585938 (18.426803588867188) | > loss_duration: 2.5330212116241455 (2.486528992652893) | > loss_1: 32.59698486328125 (32.03200912475586)  --> STEP: 3 | > loss_disc: 2.3662519454956055 (2.309974114100138) | > loss_disc_real_0: 0.10259613394737244 (0.1048645203312238) | > loss_disc_real_1: 0.14101700484752655 (0.156348317861557) | > 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(0.22297481819987297) | > loss_disc_real_5: 0.19611677527427673 (0.2213914766907692) | > loss_0: 2.2891979217529297 (2.304780066013336) | > loss_gen: 2.2328054904937744 (2.231510281562805) | > loss_kl: 3.991926431655884 (3.3679070472717285) | > loss_feat: 9.919576644897461 (6.682802081108093) | > loss_mel: 19.324182510375977 (18.580955982208252) | > loss_duration: 2.3618085384368896 (2.42375385761261) | > loss_1: 37.83030319213867 (33.286930084228516)  --> STEP: 5 | > loss_disc: 2.5000195503234863 (2.343827962875366) | > loss_disc_real_0: 0.16195395588874817 (0.11182199269533158) | > loss_disc_real_1: 0.20820041000843048 (0.16044360399246216) | > loss_disc_real_2: 0.20373989641666412 (0.18290449678897858) | > loss_disc_real_3: 0.2571100890636444 (0.22061401903629302) | > loss_disc_real_4: 0.20688532292842865 (0.2197569191455841) | > loss_disc_real_5: 0.23479631543159485 (0.22407244443893432) | > loss_0: 2.5000195503234863 (2.343827962875366) | > loss_gen: 2.0796854496002197 (2.201145315170288) | > loss_kl: 2.964268922805786 (3.28717942237854) | > loss_feat: 5.237254619598389 (6.393692588806152) | > loss_mel: 18.909147262573242 (18.64659423828125) | > loss_duration: 2.332911491394043 (2.4055853843688966) | > loss_1: 31.523269653320312 (32.934197998046876)  --> STEP: 6 | > loss_disc: 2.448326587677002 (2.3612444003423056) | > loss_disc_real_0: 0.1395222395658493 (0.11643870050708453) | > loss_disc_real_1: 0.19264212250709534 (0.16581002374490103) | > loss_disc_real_2: 0.26171377301216125 (0.19603937615950903) | > loss_disc_real_3: 0.229821115732193 (0.22214853515227637) | > loss_disc_real_4: 0.204027459025383 (0.2171353424588839) | > loss_disc_real_5: 0.23078331351280212 (0.2251909226179123) | > loss_0: 2.448326587677002 (2.3612444003423056) | > loss_gen: 2.2054522037506104 (2.2018631299336753) | > loss_kl: 2.3933799266815186 (3.1382128397623696) | > loss_feat: 5.434423923492432 (6.233814477920532) | > loss_mel: 17.900665283203125 (18.52227274576823) | > loss_duration: 2.168959140777588 (2.3661476771036782) | > loss_1: 30.102880477905273 (32.46231174468994)  --> STEP: 7 | > loss_disc: 2.128424644470215 (2.3279844352177212) | > loss_disc_real_0: 0.0801284909248352 (0.11125152770962034) | > loss_disc_real_1: 0.18345308303833008 (0.16833046078681946) | > loss_disc_real_2: 0.2650333642959595 (0.20589566017900193) | > loss_disc_real_3: 0.35426127910614014 (0.24102178428854262) | > loss_disc_real_4: 0.19077204167842865 (0.2133691566331046) | > loss_disc_real_5: 0.20109139382839203 (0.22174813279083797) | > loss_0: 2.128424644470215 (2.3279844352177212) | > loss_gen: 2.768357753753662 (2.2827909333365306) | > loss_kl: 3.890126943588257 (3.245629140308925) | > loss_feat: 6.966479301452637 (6.338480881282261) | > loss_mel: 18.06715965270996 (18.45725658961705) | > loss_duration: 2.5451765060424805 (2.3917232240949358) | > loss_1: 34.237300872802734 (32.715881620134624)  --> STEP: 8 | > loss_disc: 2.3257434368133545 (2.3277043104171753) | > loss_disc_real_0: 0.1313633918762207 (0.11376551073044538) | > loss_disc_real_1: 0.10701215267181396 (0.16066567227244377) | > loss_disc_real_2: 0.2592083513736725 (0.21255974657833576) | > loss_disc_real_3: 0.24254921078681946 (0.24121271260082722) | > loss_disc_real_4: 0.23333953320980072 (0.2158654537051916) | > loss_disc_real_5: 0.24248649179935455 (0.22434042766690254) | > loss_0: 2.3257434368133545 (2.3277043104171753) | > loss_gen: 2.408557176589966 (2.29851171374321) | > loss_kl: 3.5092742443084717 (3.2785847783088684) | > loss_feat: 10.008563995361328 (6.797241270542145) | > loss_mel: 20.119081497192383 (18.664984703063965) | > loss_duration: 2.2411932945251465 (2.372906982898712) | > loss_1: 38.28667068481445 (33.412230253219604)  --> STEP: 9 | > loss_disc: 2.377540349960327 (2.333241648144192) | > loss_disc_real_0: 0.07500223070383072 (0.10945847961637709) | > loss_disc_real_1: 0.12984518706798553 (0.15724117391639286) | > loss_disc_real_2: 0.25377434492111206 (0.2171391463941998) | > loss_disc_real_3: 0.23597769439220428 (0.24063104391098022) | > loss_disc_real_4: 0.19300159811973572 (0.21332502530680764) | > loss_disc_real_5: 0.1768019199371338 (0.21905837125248379) | > loss_0: 2.377540349960327 (2.333241648144192) | > loss_gen: 2.1020915508270264 (2.276687251196967) | > loss_kl: 2.912952423095703 (3.237958961062961) | > loss_feat: 8.593344688415527 (6.996808316972521) | > loss_mel: 19.384113311767578 (18.74488788180881) | > loss_duration: 2.1795153617858887 (2.3514190249972873) | > loss_1: 35.172019958496094 (33.60776244269477)  --> STEP: 10 | > loss_disc: 2.4080278873443604 (2.340720272064209) | > loss_disc_real_0: 0.09765883535146713 (0.1082785151898861) | > loss_disc_real_1: 0.1700865626335144 (0.158525712788105) | > loss_disc_real_2: 0.20719361305236816 (0.21614459306001663) | > loss_disc_real_3: 0.23462529480457306 (0.2400304690003395) | > loss_disc_real_4: 0.2440594881772995 (0.2163984715938568) | > loss_disc_real_5: 0.2813419699668884 (0.22528673112392425) | > loss_0: 2.4080278873443604 (2.340720272064209) | > loss_gen: 2.227266550064087 (2.2717451810836793) | > loss_kl: 2.43822979927063 (3.157986044883728) | > loss_feat: 5.316622257232666 (6.828789710998535) | > loss_mel: 15.462090492248535 (18.416608142852784) | > loss_duration: 2.385571002960205 (2.354834222793579) | > loss_1: 27.82977867126465 (33.02996406555176)  --> STEP: 11 | > loss_disc: 2.573423385620117 (2.3618751005692915) | > loss_disc_real_0: 0.08937468379735947 (0.10655998506329277) | > loss_disc_real_1: 0.19710183143615723 (0.16203263266520065) | > loss_disc_real_2: 0.26253369450569153 (0.22036178410053253) | > loss_disc_real_3: 0.25378233194351196 (0.24128063835880972) | > loss_disc_real_4: 0.2489958107471466 (0.2193618660623377) | > loss_disc_real_5: 0.27690327167510986 (0.22997914390130478) | > loss_0: 2.573423385620117 (2.3618751005692915) | > loss_gen: 2.1331777572631836 (2.2591481425545434) | > loss_kl: 3.4788596630096436 (3.1871563738042656) | > loss_feat: 5.485759735107422 (6.706696076826616) | > loss_mel: 16.683103561401367 (18.25901681726629) | > loss_duration: 2.5207247734069824 (2.369915181940252) | > loss_1: 30.30162811279297 (32.78193352439187)  --> STEP: 12 | > loss_disc: 2.1993045806884766 (2.34832755724589) | > loss_disc_real_0: 0.09254518151283264 (0.10539208476742108) | > loss_disc_real_1: 0.11529553681612015 (0.15813787467777726) | > loss_disc_real_2: 0.22721295058727264 (0.2209327146410942) | > loss_disc_real_3: 0.2503255605697632 (0.24203438187638918) | > loss_disc_real_4: 0.13293054699897766 (0.21215925614039102) | > loss_disc_real_5: 0.17566511034965515 (0.2254529744386673) | > loss_0: 2.1993045806884766 (2.34832755724589) | > loss_gen: 2.246375799179077 (2.258083780606588) | > loss_kl: 2.485199213027954 (3.128659943739573) | > loss_feat: 6.682560443878174 (6.704684774080913) | > loss_mel: 17.834562301635742 (18.22364560763041) | > loss_duration: 2.332313060760498 (2.3667816718419394) | > loss_1: 31.581012725830078 (32.68185679117838)  --> STEP: 13 | > loss_disc: 2.625678062438965 (2.3696622114915113) | > loss_disc_real_0: 0.10010502487421036 (0.10498538785255872) | > loss_disc_real_1: 0.2708107829093933 (0.16680502146482465) | > loss_disc_real_2: 0.2366349995136261 (0.22214058270821205) | > loss_disc_real_3: 0.26877474784851074 (0.2440913331050139) | > loss_disc_real_4: 0.24960801005363464 (0.21503992951833284) | > loss_disc_real_5: 0.23109598457813263 (0.2258870521417031) | > loss_0: 2.625678062438965 (2.3696622114915113) | > loss_gen: 2.1620612144470215 (2.250697429363544) | > loss_kl: 2.787814140319824 (3.102441035784208) | > loss_feat: 5.2007904052734375 (6.589000591864953) | > loss_mel: 15.645758628845215 (18.025346609262318) | > loss_duration: 2.2595489025115967 (2.3585329972780666) | > loss_1: 28.055973052978516 (32.32601958054762)  --> STEP: 14 | > loss_disc: 2.332886219024658 (2.367035354886736) | > loss_disc_real_0: 0.12442132830619812 (0.10637366931353297) | > loss_disc_real_1: 0.1705230176448822 (0.16707059262054305) | > loss_disc_real_2: 0.20135606825351715 (0.2206559745328767) | > loss_disc_real_3: 0.20834340155124664 (0.24153790942260198) | > loss_disc_real_4: 0.215836301445961 (0.21509681322744914) | > loss_disc_real_5: 0.2125220149755478 (0.22493240662983485) | > loss_0: 2.332886219024658 (2.367035354886736) | > loss_gen: 2.277578830718994 (2.2526175294603616) | > loss_kl: 3.6787912845611572 (3.1436089106968472) | > loss_feat: 7.462929725646973 (6.651424101420811) | > loss_mel: 18.650390625 (18.06999261038644) | > loss_duration: 2.4216854572296143 (2.363043887274606) | > loss_1: 34.49137496948242 (32.48068782261439)  --> STEP: 15 | > loss_disc: 2.4101455211639404 (2.3699093659718833) | > loss_disc_real_0: 0.11989611387252808 (0.10727516561746597) | > loss_disc_real_1: 0.16332365572452545 (0.1668207968274752) | > loss_disc_real_2: 0.19843754172325134 (0.21917474567890166) | > loss_disc_real_3: 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(6.65239606184118) | > loss_mel: 16.446590423583984 (17.952957602108228) | > loss_duration: 2.4703474044799805 (2.36858728352715) | > loss_1: 29.162986755371094 (32.36023577521829)  --> STEP: 18 | > loss_disc: 2.2911500930786133 (2.391731686062283) | > loss_disc_real_0: 0.06770381331443787 (0.1078490453461806) | > loss_disc_real_1: 0.11077750474214554 (0.16913517564535138) | > loss_disc_real_2: 0.2887367308139801 (0.22405453771352768) | > loss_disc_real_3: 0.22539103031158447 (0.24369234177801344) | > loss_disc_real_4: 0.1698574721813202 (0.21679151306549707) | > loss_disc_real_5: 0.16629888117313385 (0.23281695031457478) | > loss_0: 2.2911500930786133 (2.391731686062283) | > loss_gen: 2.3098256587982178 (2.258971810340881) | > loss_kl: 2.6605114936828613 (3.1042136218812733) | > loss_feat: 7.581439018249512 (6.70400955941942) | > loss_mel: 15.145126342773438 (17.796966976589626) | > loss_duration: 2.2645015716552734 (2.362804743978712) | > loss_1: 29.96140480041504 (32.22696738772922)  --> STEP: 19 | > loss_disc: 2.7535505294799805 (2.410774783084267) | > loss_disc_real_0: 0.2566308081150055 (0.11567966443927664) | > loss_disc_real_1: 0.23114609718322754 (0.1723989083578712) | > loss_disc_real_2: 0.2933964431285858 (0.22770411168274127) | > loss_disc_real_3: 0.2927377223968506 (0.2462736776000575) | > loss_disc_real_4: 0.2658904492855072 (0.21937566760339236) | > loss_disc_real_5: 0.26661911606788635 (0.23459601167001223) | > loss_0: 2.7535505294799805 (2.410774783084267) | > loss_gen: 2.2777509689331055 (2.259960187108893) | > loss_kl: 2.410972833633423 (3.0677272646050704) | > loss_feat: 4.503647804260254 (6.58820104598999) | > loss_mel: 16.028417587280273 (17.70388542978387) | > loss_duration: 2.3473119735717773 (2.3619893350099264) | > loss_1: 27.568103790283203 (31.98176404049522)  --> STEP: 20 | > loss_disc: 2.7772979736328125 (2.4291009426116945) | > loss_disc_real_0: 0.09598135203123093 (0.11469474881887436) | > loss_disc_real_1: 0.1332869827747345 (0.17044331207871438) | > loss_disc_real_2: 0.20976239442825317 (0.22680702582001686) | > loss_disc_real_3: 0.2968485951423645 (0.24880242347717285) | > loss_disc_real_4: 0.307390958070755 (0.2237764321267605) | > loss_disc_real_5: 0.3517064154148102 (0.24045153185725213) | > loss_0: 2.7772979736328125 (2.4291009426116945) | > loss_gen: 2.1779327392578125 (2.2558588147163388) | > loss_kl: 2.2903103828430176 (3.0288564205169677) | > loss_feat: 7.91644287109375 (6.654613137245178) | > loss_mel: 19.657087326049805 (17.801545524597167) | > loss_duration: 2.3405966758728027 (2.36091970205307) | > loss_1: 34.38236618041992 (32.101794147491454)  --> STEP: 21 | > loss_disc: 2.3487422466278076 (2.425274338041033) | > loss_disc_real_0: 0.15669980645179749 (0.11669498965853736) | > loss_disc_real_1: 0.25234949588775635 (0.1743436065458116) | > loss_disc_real_2: 0.26121723651885986 (0.22844560728186653) | > loss_disc_real_3: 0.20042940974235535 (0.24649894663265773) | > loss_disc_real_4: 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2.583878517150879 (2.2901814850893882) | > loss_kl: 2.0785772800445557 (2.9957866126840766) | > loss_feat: 9.521902084350586 (6.802766236391935) | > loss_mel: 18.60584259033203 (17.708080941980537) | > loss_duration: 2.2183008193969727 (2.3478699055584995) | > loss_1: 35.00849914550781 (32.14468548514626)  --> STEP: 23 | > loss_disc: 2.5216293334960938 (2.4281146526336665) | > loss_disc_real_0: 0.1444615125656128 (0.11638276635304741) | > loss_disc_real_1: 0.17295806109905243 (0.17434297242890234) | > loss_disc_real_2: 0.29199180006980896 (0.2364561473545821) | > loss_disc_real_3: 0.2823810279369354 (0.2483390634474547) | > loss_disc_real_4: 0.23803043365478516 (0.22534484124701956) | > loss_disc_real_5: 0.348329097032547 (0.2460498757984327) | > loss_0: 2.5216293334960938 (2.4281146526336665) | > loss_gen: 2.517361879348755 (2.3000588935354473) | > loss_kl: 2.3408749103546143 (2.967312190843665) | > loss_feat: 5.818387508392334 (6.759967161261517) | > loss_mel: 16.522300720214844 (17.656525280164637) | > loss_duration: 2.311558723449707 (2.346291158510291) | > loss_1: 29.510486602783203 (32.03015509895656)  --> STEP: 24 | > loss_disc: 2.6501662731170654 (2.4373668034871416) | > loss_disc_real_0: 0.09934011101722717 (0.1156726557140549) | > loss_disc_real_1: 0.20457489788532257 (0.1756026359895865) | > loss_disc_real_2: 0.2931928038597107 (0.23882017470896244) | > loss_disc_real_3: 0.23564404249191284 (0.2478101042409738) | > loss_disc_real_4: 0.23832297325134277 (0.22588559674719969) | > loss_disc_real_5: 0.21703413128852844 (0.24484088644385338) | > loss_0: 2.6501662731170654 (2.4373668034871416) | > loss_gen: 1.899119257926941 (2.283353075385093) | > loss_kl: 2.691856861114502 (2.9558348854382834) | > loss_feat: 4.314133644104004 (6.658057431379954) | > loss_mel: 15.552048683166504 (17.568838755289715) | > loss_duration: 2.3909177780151367 (2.3481506009896598) | > loss_1: 26.84807586669922 (31.814235130945843)  --> STEP: 25 | > loss_disc: 2.7439920902252197 (2.449631814956665) | > loss_disc_real_0: 0.15276241302490234 (0.1171562460064888) | > loss_disc_real_1: 0.23376823961734772 (0.17792926013469695) | > loss_disc_real_2: 0.28810325264930725 (0.24079149782657625) | > loss_disc_real_3: 0.2810482978820801 (0.24913963198661804) | > loss_disc_real_4: 0.2250966876745224 (0.2258540403842926) | > loss_disc_real_5: 0.21647965908050537 (0.24370643734931946) | > loss_0: 2.7439920902252197 (2.449631814956665) | > loss_gen: 2.2374322414398193 (2.2815162420272816) | > loss_kl: 2.579770565032959 (2.9407923126220705) | > loss_feat: 6.9917426109313965 (6.671404838562012) | > loss_mel: 17.006282806396484 (17.546336517333984) | > loss_duration: 2.37823748588562 (2.349354076385498) | > loss_1: 31.193466186523438 (31.789404373168946)  --> STEP: 26 | > loss_disc: 3.1492347717285156 (2.4765396209863515) | > loss_disc_real_0: 0.056504420936107635 (0.11482348350378183) | > loss_disc_real_1: 0.06993933767080307 (0.17377580157839334) | > loss_disc_real_2: 0.1625177562236786 (0.23778096930338785) | > loss_disc_real_3: 0.2655532956123352 (0.24977092674145332) | > loss_disc_real_4: 0.22304928302764893 (0.22574616510134476) | > loss_disc_real_5: 0.1533256471157074 (0.24023025310956514) | > loss_0: 3.1492347717285156 (2.4765396209863515) | > loss_gen: 1.4556148052215576 (2.2497508021501385) | > loss_kl: 2.716810464859009 (2.932177626169645) | > loss_feat: 11.184258460998535 (6.844976131732647) | > loss_mel: 19.202503204345703 (17.610035236065205) | > loss_duration: 2.260030508041382 (2.3459185545261088) | > loss_1: 36.819217681884766 (31.982858731196476) --> EVAL PERFORMANCE | > avg_loader_time: 0.002271899810204139 (-0.0002634250200711772) | > avg_loss_disc: 2.4765396209863515 (-0.014114223993742403) | > avg_loss_disc_real_0: 0.11482348350378183 (-0.02397585545594874) | > avg_loss_disc_real_1: 0.17377580157839334 (-0.051152052787634045) | > avg_loss_disc_real_2: 0.23778096930338785 (+0.0887511759423292) | > avg_loss_disc_real_3: 0.24977092674145332 (+0.028314902805365055) | > avg_loss_disc_real_4: 0.22574616510134476 (+0.012745007872581482) | > avg_loss_disc_real_5: 0.24023025310956514 (+0.020130698497478783) | > avg_loss_0: 2.4765396209863515 (-0.014114223993742403) | > avg_loss_gen: 2.2497508021501385 (+0.09473589750436551) | > avg_loss_kl: 2.932177626169645 (+0.1402533100201535) | > avg_loss_feat: 6.844976131732647 (+0.5233962169060336) | > avg_loss_mel: 17.610035236065205 (+0.4634382908160859) | > avg_loss_duration: 2.3459185545261088 (+0.020997735170217524) | > avg_loss_1: 31.982858731196476 (+1.2428216200608482)  > EPOCH: 594/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:22:48)   --> TIME: 2024-06-11 17:22:51 -- STEP: 4/330 -- GLOBAL_STEP: 284025 | > loss_disc: 2.3585078716278076 (2.3211337327957153) | > loss_disc_real_0: 0.0983256995677948 (0.1026709508150816) | > loss_disc_real_1: 0.20197786390781403 (0.20393265783786774) | > loss_disc_real_2: 0.22244203090667725 (0.19992304220795631) | > loss_disc_real_3: 0.22921212017536163 (0.22391146048903465) | > loss_disc_real_4: 0.22009822726249695 (0.2161976397037506) | > loss_disc_real_5: 0.20804423093795776 (0.21808068826794624) | > loss_0: 2.3585078716278076 (2.3211337327957153) | > grad_norm_0: tensor(6.8157, device='cuda:0') (tensor(7.0199, device='cuda:0')) | > loss_gen: 2.4715018272399902 (2.5724762082099915) | > loss_kl: 1.896699070930481 (1.8671310245990753) | > loss_feat: 7.522966384887695 (7.356382608413696) | > loss_mel: 17.572153091430664 (17.900495529174805) | > loss_duration: 2.20070743560791 (2.193865180015564) | > loss_1: 31.66402816772461 (31.890350818634033) | > grad_norm_1: tensor(45.7026, device='cuda:0') (tensor(113.0974, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3559 (0.39184582233428955) | > loader_time: 0.0031 (0.003032982349395752)  --> TIME: 2024-06-11 17:23:00 -- STEP: 29/330 -- GLOBAL_STEP: 284050 | > loss_disc: 2.285701036453247 (2.3614602664421342) | > loss_disc_real_0: 0.10103140771389008 (0.10614890785052858) | > loss_disc_real_1: 0.21222133934497833 (0.2003917442313556) | > loss_disc_real_2: 0.19873954355716705 (0.21064843956766457) | > loss_disc_real_3: 0.19987474381923676 (0.22724889527107106) | > loss_disc_real_4: 0.22716529667377472 (0.2296500961328375) | > loss_disc_real_5: 0.22311194241046906 (0.22539656634988456) | > loss_0: 2.285701036453247 (2.3614602664421342) | > grad_norm_0: tensor(22.0354, device='cuda:0') (tensor(10.5203, device='cuda:0')) | > loss_gen: 2.588017225265503 (2.4738126294366243) | > loss_kl: 2.0157227516174316 (1.9093194213406792) | > loss_feat: 7.299243450164795 (7.003712423916521) | > loss_mel: 18.046302795410156 (17.747411004428205) | > loss_duration: 2.017162322998047 (2.0414876773439605) | > loss_1: 31.966447830200195 (31.17574323456863) | > grad_norm_1: tensor(197.4410, device='cuda:0') (tensor(114.4584, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.352 (0.3577932407116068) | > loader_time: 0.0031 (0.0030790772931329137)  --> TIME: 2024-06-11 17:23:09 -- STEP: 54/330 -- GLOBAL_STEP: 284075 | > loss_disc: 2.3874197006225586 (2.3492169203581637) | > loss_disc_real_0: 0.10395560413599014 (0.10601713177230623) | > loss_disc_real_1: 0.20247843861579895 (0.19664494113789666) | > loss_disc_real_2: 0.21548470854759216 (0.21011986169550154) | > loss_disc_real_3: 0.25402501225471497 (0.22745751782699866) | > loss_disc_real_4: 0.23186640441417694 (0.23002395144215337) | > loss_disc_real_5: 0.2362937480211258 (0.22374647359053293) | > loss_0: 2.3874197006225586 (2.3492169203581637) | > grad_norm_0: tensor(5.3678, device='cuda:0') (tensor(13.0727, device='cuda:0')) | > loss_gen: 2.581756591796875 (2.4868324730131355) | > loss_kl: 2.1472103595733643 (1.9191654611516882) | > loss_feat: 7.290485382080078 (7.0082927191699) | > loss_mel: 17.93579864501953 (17.641388222023302) | > loss_duration: 1.981325387954712 (2.0151650419941647) | > loss_1: 31.936574935913086 (31.070843908521866) | > grad_norm_1: tensor(113.4092, device='cuda:0') (tensor(146.9015, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3739 (0.3585469634444625) | > loader_time: 0.0034 (0.0032437465809009693)  --> TIME: 2024-06-11 17:23:19 -- STEP: 79/330 -- GLOBAL_STEP: 284100 | > loss_disc: 2.4121878147125244 (2.3502575596676603) | > loss_disc_real_0: 0.09892081469297409 (0.10820389133465441) | > loss_disc_real_1: 0.17850391566753387 (0.1975488313768483) | > loss_disc_real_2: 0.23945418000221252 (0.2117343420469308) | > loss_disc_real_3: 0.2281074970960617 (0.22737442900108384) | > loss_disc_real_4: 0.21579085290431976 (0.23048246944252448) | > loss_disc_real_5: 0.20711660385131836 (0.22272006186503399) | > loss_0: 2.4121878147125244 (2.3502575596676603) | > grad_norm_0: tensor(6.4938, device='cuda:0') (tensor(12.4410, device='cuda:0')) | > loss_gen: 2.3042073249816895 (2.4839002271241775) | > loss_kl: 1.7761874198913574 (1.9280165977115873) | > loss_feat: 6.817947864532471 (7.039728683761403) | > loss_mel: 17.554367065429688 (17.607861072202283) | > loss_duration: 1.9605573415756226 (2.0069833284691923) | > loss_1: 30.413267135620117 (31.066489907759653) | > grad_norm_1: tensor(48.2034, device='cuda:0') (tensor(140.3154, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3709 (0.36188096939762937) | > loader_time: 0.0042 (0.0034380713595619683)  --> TIME: 2024-06-11 17:23:28 -- STEP: 104/330 -- GLOBAL_STEP: 284125 | > loss_disc: 2.2498860359191895 (2.3598932417539453) | > loss_disc_real_0: 0.08572711050510406 (0.11029793615811147) | > loss_disc_real_1: 0.17008456587791443 (0.19845063669177201) | > loss_disc_real_2: 0.2165551334619522 (0.2124622087352551) | > loss_disc_real_3: 0.2347302883863449 (0.22838470812600392) | > loss_disc_real_4: 0.2480679154396057 (0.23101939705128854) | > loss_disc_real_5: 0.22603575885295868 (0.2227620631456375) | > loss_0: 2.2498860359191895 (2.3598932417539453) | > grad_norm_0: tensor(12.7630, device='cuda:0') (tensor(12.2705, device='cuda:0')) | > loss_gen: 2.7591207027435303 (2.4758235835112052) | > loss_kl: 2.23496413230896 (1.9289932663624103) | > loss_feat: 7.771610736846924 (7.029365140658158) | > loss_mel: 17.56772804260254 (17.61889677781326) | > loss_duration: 2.06032133102417 (2.0079266646733656) | > loss_1: 32.39374542236328 (31.061005390607395) | > grad_norm_1: tensor(389.7688, device='cuda:0') (tensor(141.4569, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3615 (0.3644434947233934) | > loader_time: 0.004 (0.0035589841695932243)  --> TIME: 2024-06-11 17:23:38 -- STEP: 129/330 -- GLOBAL_STEP: 284150 | > loss_disc: 2.457812547683716 (2.3664448298225116) | > loss_disc_real_0: 0.16344620287418365 (0.11165197511283002) | > loss_disc_real_1: 0.20024016499519348 (0.19837622633276059) | > loss_disc_real_2: 0.1922341138124466 (0.21376987852791482) | > loss_disc_real_3: 0.23126539587974548 (0.22923668006131814) | > loss_disc_real_4: 0.23773205280303955 (0.2306134492851967) | > loss_disc_real_5: 0.23816974461078644 (0.2228012717971506) | > loss_0: 2.457812547683716 (2.3664448298225116) | > grad_norm_0: tensor(41.2847, device='cuda:0') (tensor(14.9505, device='cuda:0')) | > loss_gen: 2.4840166568756104 (2.4762289967647813) | > loss_kl: 1.9003411531448364 (1.9353183249170467) | > loss_feat: 6.83748197555542 (7.022127118221549) | > loss_mel: 18.294342041015625 (17.628153231716897) | > loss_duration: 1.995387315750122 (2.0104961783386943) | > loss_1: 31.51156997680664 (31.072323821311773) | > grad_norm_1: tensor(324.4777, device='cuda:0') (tensor(167.8573, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3736 (0.3674919512844825) | > loader_time: 0.0045 (0.003693031710247661)  --> TIME: 2024-06-11 17:23:48 -- STEP: 154/330 -- GLOBAL_STEP: 284175 | > loss_disc: 2.39341402053833 (2.3647136765641057) | > loss_disc_real_0: 0.1300526261329651 (0.11256732501379856) | > loss_disc_real_1: 0.21057817339897156 (0.19821504416403837) | > loss_disc_real_2: 0.21626338362693787 (0.21262396126985558) | > loss_disc_real_3: 0.2818499207496643 (0.2291615917891651) | > loss_disc_real_4: 0.26265206933021545 (0.23165899979603755) | > loss_disc_real_5: 0.24912512302398682 (0.22273956471449363) | > loss_0: 2.39341402053833 (2.3647136765641057) | > grad_norm_0: tensor(48.9074, device='cuda:0') (tensor(17.6361, device='cuda:0')) | > loss_gen: 2.4062085151672363 (2.4802088907786777) | > loss_kl: 1.9820895195007324 (1.9413155030894589) | > loss_feat: 6.759410858154297 (7.008713375438344) | > loss_mel: 17.31987953186035 (17.609822050317543) | > loss_duration: 2.006755828857422 (2.0133029787571406) | > loss_1: 30.47434425354004 (31.053362772062226) | > grad_norm_1: tensor(104.0182, device='cuda:0') (tensor(193.3712, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3986 (0.37101018273985237) | > loader_time: 0.0047 (0.003833095748703201)  --> TIME: 2024-06-11 17:23:58 -- STEP: 179/330 -- GLOBAL_STEP: 284200 | > loss_disc: 2.54021954536438 (2.3621737410902313) | > loss_disc_real_0: 0.09188935905694962 (0.11334300370023237) | > loss_disc_real_1: 0.2252105325460434 (0.1975669946583956) | > loss_disc_real_2: 0.20509862899780273 (0.21200548503651973) | > loss_disc_real_3: 0.23382273316383362 (0.22936041994467793) | > loss_disc_real_4: 0.27501431107521057 (0.2307611115318437) | > loss_disc_real_5: 0.26658958196640015 (0.2223996377690544) | > loss_0: 2.54021954536438 (2.3621737410902313) | > grad_norm_0: tensor(39.4510, device='cuda:0') (tensor(19.8554, device='cuda:0')) | > loss_gen: 2.368258237838745 (2.491754001745299) | > loss_kl: 1.9546337127685547 (1.9471797350398654) | > loss_feat: 7.390768051147461 (7.046347911131448) | > loss_mel: 17.3505802154541 (17.590095786409012) | > loss_duration: 2.065765142440796 (2.019687882348813) | > loss_1: 31.1300048828125 (31.095065314010537) | > grad_norm_1: tensor(377.4535, device='cuda:0') (tensor(215.0944, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.3846 (0.3731704064587639) | > loader_time: 0.0049 (0.003933473672280765)  --> TIME: 2024-06-11 17:24:08 -- STEP: 204/330 -- GLOBAL_STEP: 284225 | > loss_disc: 2.4226672649383545 (2.360095527826571) | > loss_disc_real_0: 0.10406646132469177 (0.11346618257755157) | > loss_disc_real_1: 0.19236168265342712 (0.19733292908937328) | > loss_disc_real_2: 0.2536700367927551 (0.2116979640342442) | > loss_disc_real_3: 0.21380876004695892 (0.22930101896910107) | > loss_disc_real_4: 0.23102761805057526 (0.23004269921312145) | > loss_disc_real_5: 0.21909749507904053 (0.2222737932906431) | > loss_0: 2.4226672649383545 (2.360095527826571) | > grad_norm_0: tensor(9.0737, device='cuda:0') (tensor(21.5512, device='cuda:0')) | > loss_gen: 2.391761302947998 (2.4951496778749953) | > loss_kl: 2.169217586517334 (1.9513006350573372) | > loss_feat: 6.88902473449707 (7.043315765904445) | > loss_mel: 17.693389892578125 (17.561136675815966) | > loss_duration: 2.0205307006835938 (2.0270681410443565) | > loss_1: 31.163925170898438 (31.077970888100417) | > grad_norm_1: tensor(309.6318, device='cuda:0') (tensor(236.0616, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.4124 (0.37808330736908247) | > loader_time: 0.0046 (0.004078472361845126)  --> TIME: 2024-06-11 17:24:19 -- STEP: 229/330 -- GLOBAL_STEP: 284250 | > loss_disc: 2.334690809249878 (2.3604837713283224) | > loss_disc_real_0: 0.15496450662612915 (0.11451322481231398) | > loss_disc_real_1: 0.230474054813385 (0.1970935605108478) | > loss_disc_real_2: 0.20739921927452087 (0.21172030797171287) | > loss_disc_real_3: 0.22833913564682007 (0.22935520893361372) | > loss_disc_real_4: 0.20032265782356262 (0.23035289132438894) | > loss_disc_real_5: 0.21099697053432465 (0.22257466132724127) | > loss_0: 2.334690809249878 (2.3604837713283224) | > grad_norm_0: tensor(34.3085, device='cuda:0') (tensor(21.7724, device='cuda:0')) | > loss_gen: 2.5232996940612793 (2.49232094777203) | > loss_kl: 2.058795928955078 (1.955641604406865) | > loss_feat: 7.169791221618652 (7.046345731576978) | > loss_mel: 17.2976131439209 (17.527536883624883) | > loss_duration: 2.120466947555542 (2.0352894775732127) | > loss_1: 31.169965744018555 (31.0571346282959) | > grad_norm_1: tensor(343.4401, device='cuda:0') (tensor(238.2179, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.4167 (0.3815252926672389) | > loader_time: 0.0054 (0.004222817816588552)  --> TIME: 2024-06-11 17:24:30 -- STEP: 254/330 -- GLOBAL_STEP: 284275 | > loss_disc: 2.382014751434326 (2.359809033514008) | > loss_disc_real_0: 0.10012586414813995 (0.11474406502143604) | > loss_disc_real_1: 0.20518359541893005 (0.19721738108265122) | > loss_disc_real_2: 0.22987119853496552 (0.21191599319769647) | > loss_disc_real_3: 0.2365025132894516 (0.22914401125016176) | > loss_disc_real_4: 0.2232092022895813 (0.23063476430618857) | > loss_disc_real_5: 0.22127465903759003 (0.22262753258774598) | > loss_0: 2.382014751434326 (2.359809033514008) | > grad_norm_0: tensor(12.3767, device='cuda:0') (tensor(21.8105, device='cuda:0')) | > loss_gen: 2.3703904151916504 (2.489398921568563) | > loss_kl: 1.8630967140197754 (1.958655431045322) | > loss_feat: 6.854512691497803 (7.047871398174856) | > loss_mel: 17.059864044189453 (17.495214011725487) | > loss_duration: 2.066660165786743 (2.042566393773387) | > loss_1: 30.214523315429688 (31.033706154410293) | > grad_norm_1: tensor(240.6411, device='cuda:0') (tensor(240.3450, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.436 (0.38580627422633124) | > loader_time: 0.0057 (0.004369396863021247)  --> TIME: 2024-06-11 17:24:41 -- STEP: 279/330 -- GLOBAL_STEP: 284300 | > loss_disc: 2.448882579803467 (2.362611343356444) | > loss_disc_real_0: 0.11270278692245483 (0.11513728851379035) | > loss_disc_real_1: 0.22795243561267853 (0.19752257047588254) | > loss_disc_real_2: 0.1947341114282608 (0.21197340613411322) | > loss_disc_real_3: 0.24833084642887115 (0.22928431624793663) | > loss_disc_real_4: 0.21532368659973145 (0.23059379931632767) | > loss_disc_real_5: 0.2039785534143448 (0.2227651700110418) | > loss_0: 2.448882579803467 (2.362611343356444) | > grad_norm_0: tensor(22.3717, device='cuda:0') (tensor(22.8181, device='cuda:0')) | > loss_gen: 2.4823992252349854 (2.4849889705685304) | > loss_kl: 1.9925376176834106 (1.9628909775005874) | > loss_feat: 7.074522972106934 (7.042151105873902) | > loss_mel: 16.50926399230957 (17.450937886391927) | > loss_duration: 2.134694814682007 (2.0516682658144236) | > loss_1: 30.193418502807617 (30.992637224094842) | > grad_norm_1: tensor(281.5035, device='cuda:0') (tensor(250.1762, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.4275 (0.3907076654468385) | > loader_time: 0.0061 (0.004526095578320134)  --> TIME: 2024-06-11 17:24:53 -- STEP: 304/330 -- GLOBAL_STEP: 284325 | > loss_disc: 2.6041996479034424 (2.3664007414328436) | > loss_disc_real_0: 0.24307098984718323 (0.1165677858761659) | > loss_disc_real_1: 0.1638578176498413 (0.19781545623156588) | > loss_disc_real_2: 0.2150093913078308 (0.2124639295139596) | > loss_disc_real_3: 0.23727832734584808 (0.22954243999954901) | > loss_disc_real_4: 0.2396821230649948 (0.23027635115737982) | > loss_disc_real_5: 0.26620954275131226 (0.22272554417385867) | > loss_0: 2.6041996479034424 (2.3664007414328436) | > grad_norm_0: tensor(108.1699, device='cuda:0') (tensor(25.0388, device='cuda:0')) | > loss_gen: 2.3099966049194336 (2.4872413999155953) | > loss_kl: 2.1021857261657715 (1.9683390510709662) | > loss_feat: 7.547375679016113 (7.053698999317069) | > loss_mel: 17.24070167541504 (17.405127221032203) | > loss_duration: 2.1922388076782227 (2.0621889143397945) | > loss_1: 31.392498016357422 (30.976595558618243) | > grad_norm_1: tensor(218.5260, device='cuda:0') (tensor(266.9820, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 0.4712 (0.39668508109293465) | > loader_time: 0.0071 (0.0047170072793960545)  --> TIME: 2024-06-11 17:25:21 -- STEP: 329/330 -- GLOBAL_STEP: 284350 | > loss_disc: 2.485034704208374 (2.37296524743541) | > loss_disc_real_0: 0.20471623539924622 (0.11766056225020836) | > loss_disc_real_1: 0.29169961810112 (0.2013589059509405) | > loss_disc_real_2: 0.16196797788143158 (0.21226454446924503) | > loss_disc_real_3: 0.18493787944316864 (0.2296406737214526) | > loss_disc_real_4: 0.252996027469635 (0.23105638825241198) | > loss_disc_real_5: 0.20475883781909943 (0.22286513126186325) | > loss_0: 2.485034704208374 (2.37296524743541) | > grad_norm_0: tensor(11.9606, device='cuda:0') (tensor(25.7811, device='cuda:0')) | > loss_gen: 1.9314764738082886 (2.4923762112040646) | > loss_kl: 2.1901803016662598 (1.9775599219516418) | > loss_feat: 9.963296890258789 (7.154607682967258) | > loss_mel: 17.14862823486328 (17.38513521872757) | > loss_duration: 2.308795690536499 (2.0765565126500247) | > loss_1: 33.54237747192383 (31.086235492787463) | > grad_norm_1: tensor(331.8426, device='cuda:0') (tensor(279.1234, device='cuda:0')) | > current_lr_0: 0.00018568704920949764 | > current_lr_1: 0.00018568704920949764 | > step_time: 14.4012 (0.4514466005980425) | > loader_time: 0.0335 (0.005178023978931921)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.608973741531372 (2.608973741531372) | > loss_disc_real_0: 0.09835191071033478 (0.09835191071033478) | > loss_disc_real_1: 0.2071593850851059 (0.2071593850851059) | > loss_disc_real_2: 0.2678869068622589 (0.2678869068622589) | > loss_disc_real_3: 0.23548932373523712 (0.23548932373523712) | > loss_disc_real_4: 0.2047061026096344 (0.2047061026096344) | > loss_disc_real_5: 0.25469717383384705 (0.25469717383384705) | > loss_0: 2.608973741531372 (2.608973741531372) | > loss_gen: 2.015904664993286 (2.015904664993286) | > loss_kl: 1.894619345664978 (1.894619345664978) | > loss_feat: 4.1631879806518555 (4.1631879806518555) | > loss_mel: 14.739675521850586 (14.739675521850586) | > loss_duration: 3.1157217025756836 (3.1157217025756836) | > loss_1: 25.92911148071289 (25.92911148071289)  --> STEP: 1 | > loss_disc: 2.58394193649292 (2.58394193649292) | > loss_disc_real_0: 0.09078845381736755 (0.09078845381736755) | > loss_disc_real_1: 0.15571950376033783 (0.15571950376033783) | > loss_disc_real_2: 0.20172150433063507 (0.20172150433063507) | > loss_disc_real_3: 0.24083219468593597 (0.24083219468593597) | > loss_disc_real_4: 0.213019460439682 (0.213019460439682) | > loss_disc_real_5: 0.25505706667900085 (0.25505706667900085) | > loss_0: 2.58394193649292 (2.58394193649292) | > loss_gen: 1.8422157764434814 (1.8422157764434814) | > loss_kl: 4.246744632720947 (4.246744632720947) | > loss_feat: 5.933230400085449 (5.933230400085449) | > loss_mel: 18.823143005371094 (18.823143005371094) | > loss_duration: 2.3445510864257812 (2.3445510864257812) | > loss_1: 33.18988800048828 (33.18988800048828)  --> STEP: 2 | > loss_disc: 2.4796864986419678 (2.531814217567444) | > loss_disc_real_0: 0.06614016741514206 (0.0784643106162548) | > loss_disc_real_1: 0.20456531643867493 (0.18014241009950638) | > loss_disc_real_2: 0.2394409030675888 (0.22058120369911194) | > loss_disc_real_3: 0.27194827795028687 (0.2563902363181114) | > loss_disc_real_4: 0.21076726913452148 (0.21189336478710175) | > loss_disc_real_5: 0.22215162217617035 (0.2386043444275856) | > loss_0: 2.4796864986419678 (2.531814217567444) | > loss_gen: 2.076507568359375 (1.9593616724014282) | > loss_kl: 2.585822820663452 (3.4162837266921997) | > loss_feat: 5.8079915046691895 (5.870610952377319) | > loss_mel: 17.15350341796875 (17.988323211669922) | > loss_duration: 2.50123929977417 (2.4228951930999756) | > loss_1: 30.125064849853516 (31.6574764251709)  --> STEP: 3 | > loss_disc: 2.334625482559204 (2.466084639231364) | > loss_disc_real_0: 0.10316639393568039 (0.08669833838939667) | > loss_disc_real_1: 0.14611686766147614 (0.16880056262016296) | > loss_disc_real_2: 0.1777467280626297 (0.20630304515361786) | > loss_disc_real_3: 0.21786534786224365 (0.24354860683282217) | > loss_disc_real_4: 0.16272731125354767 (0.19550468027591705) | > loss_disc_real_5: 0.1413022130727768 (0.20617030064264932) | > loss_0: 2.334625482559204 (2.466084639231364) | > loss_gen: 1.9283480644226074 (1.9490238030751545) | > loss_kl: 3.37078857421875 (3.4011186758677163) | > loss_feat: 6.805935859680176 (6.1823859214782715) | > loss_mel: 14.241713523864746 (16.739453315734863) | > loss_duration: 2.315487861633301 (2.3870927492777505) | > loss_1: 28.662273406982422 (30.659075419108074)  --> STEP: 4 | > loss_disc: 2.571767568588257 (2.492505371570587) | > loss_disc_real_0: 0.0769006609916687 (0.08424891903996468) | > loss_disc_real_1: 0.19431297481060028 (0.1751786656677723) | > loss_disc_real_2: 0.1483001857995987 (0.19180233031511307) | > loss_disc_real_3: 0.1947338730096817 (0.23134492337703705) | > loss_disc_real_4: 0.17822563648223877 (0.19118491932749748) | > loss_disc_real_5: 0.19937342405319214 (0.20447108149528503) | > loss_0: 2.571767568588257 (2.492505371570587) | > loss_gen: 1.7491782903671265 (1.8990624248981476) | > loss_kl: 3.2085230350494385 (3.352969765663147) | > loss_feat: 6.189626693725586 (6.1841961145401) | > loss_mel: 18.36450958251953 (17.14571738243103) | > loss_duration: 2.324828624725342 (2.3715267181396484) | > loss_1: 31.836666107177734 (30.95347309112549)  --> STEP: 5 | > loss_disc: 2.396970748901367 (2.473398447036743) | > loss_disc_real_0: 0.1053503155708313 (0.088469198346138) | > loss_disc_real_1: 0.15024544298648834 (0.1701920211315155) | > loss_disc_real_2: 0.24961748719215393 (0.20336536169052125) | > loss_disc_real_3: 0.2218075841665268 (0.229437455534935) | > loss_disc_real_4: 0.2204287350177765 (0.19703368246555328) | > loss_disc_real_5: 0.18709750473499298 (0.20099636614322663) | > loss_0: 2.396970748901367 (2.473398447036743) | > loss_gen: 2.1324706077575684 (1.9457440614700316) | > loss_kl: 2.657028913497925 (3.2137815952301025) | > loss_feat: 5.216392517089844 (5.990635395050049) | > loss_mel: 18.318204879760742 (17.380214881896972) | > loss_duration: 2.330747127532959 (2.3633708000183105) | > loss_1: 30.65484619140625 (30.89374771118164)  --> STEP: 6 | > loss_disc: 2.7616539001464844 (2.521441022555033) | > loss_disc_real_0: 0.05995718017220497 (0.08371719531714916) | > loss_disc_real_1: 0.1368466466665268 (0.16463445872068405) | > loss_disc_real_2: 0.16751058399677277 (0.19738956540822983) | > loss_disc_real_3: 0.23041853308677673 (0.22960096846024194) | > loss_disc_real_4: 0.2299984246492386 (0.20252780616283417) | > loss_disc_real_5: 0.21535156667232513 (0.20338889956474304) | > loss_0: 2.7616539001464844 (2.521441022555033) | > loss_gen: 1.7228186130523682 (1.9085898200670879) | > loss_kl: 3.283344268798828 (3.2253753741582236) | > loss_feat: 5.0528669357299805 (5.834340651830037) | > loss_mel: 17.85484504699707 (17.459319909413654) | > loss_duration: 2.1195950508117676 (2.3227415084838867) | > loss_1: 30.03346824645996 (30.750367800394695)  --> STEP: 7 | > loss_disc: 2.6174962520599365 (2.535163198198591) | > loss_disc_real_0: 0.12480518221855164 (0.08958690773163523) | > loss_disc_real_1: 0.17025534808635712 (0.1654374429157802) | > loss_disc_real_2: 0.20234887301921844 (0.19809803792408534) | > loss_disc_real_3: 0.2542186975479126 (0.23311778690133775) | > loss_disc_real_4: 0.25223663449287415 (0.20962906735283987) | > loss_disc_real_5: 0.30899274349212646 (0.21847516298294067) | > loss_0: 2.6174962520599365 (2.535163198198591) | > loss_gen: 2.109036445617676 (1.9372250522886003) | > loss_kl: 3.8164217472076416 (3.3098105703081404) | > loss_feat: 4.865662574768066 (5.695958069392613) | > loss_mel: 14.754044532775879 (17.072851998465403) | > loss_duration: 2.522822380065918 (2.3513244901384627) | > loss_1: 28.067989349365234 (30.367170878819056)  --> STEP: 8 | > loss_disc: 2.053699254989624 (2.47498020529747) | > loss_disc_real_0: 0.09875549376010895 (0.09073298098519444) | > loss_disc_real_1: 0.16641832888126373 (0.16556005366146564) | > loss_disc_real_2: 0.17200268805027008 (0.19483611918985844) | > loss_disc_real_3: 0.20184040069580078 (0.22920811362564564) | > loss_disc_real_4: 0.12180217355489731 (0.19865070562809706) | > loss_disc_real_5: 0.1701410412788391 (0.21243339776992798) | > loss_0: 2.053699254989624 (2.47498020529747) | > loss_gen: 2.2683987617492676 (1.9786217659711838) | > loss_kl: 2.737387180328369 (3.238257646560669) | > loss_feat: 11.676751136779785 (6.4435572028160095) | > loss_mel: 21.041900634765625 (17.56898307800293) | > loss_duration: 2.2118797302246094 (2.333893895149231) | > loss_1: 39.936317443847656 (31.563314199447632)  --> STEP: 9 | > loss_disc: 2.4343483448028564 (2.470465554131402) | > loss_disc_real_0: 0.12222027033567429 (0.09423156869080332) | > loss_disc_real_1: 0.17077815532684326 (0.1661398427353965) | > loss_disc_real_2: 0.1514100581407547 (0.19001100129551357) | > loss_disc_real_3: 0.2414388805627823 (0.23056708772977194) | > loss_disc_real_4: 0.149155855178833 (0.19315127780040106) | > loss_disc_real_5: 0.16826477646827698 (0.20752577318085563) | > loss_0: 2.4343483448028564 (2.470465554131402) | > loss_gen: 2.0973000526428223 (1.9918082422680325) | > loss_kl: 2.9161460399627686 (3.2024674680497913) | > loss_feat: 8.037347793579102 (6.620645046234131) | > loss_mel: 18.595458984375 (17.683035956488716) | > loss_duration: 2.1212716102600098 (2.3102691968282065) | > loss_1: 33.76752471923828 (31.80822647942437)  --> STEP: 10 | > loss_disc: 2.7699263095855713 (2.500411629676819) | > loss_disc_real_0: 0.1590472012758255 (0.10071313194930553) | > loss_disc_real_1: 0.14094661176204681 (0.1636205196380615) | > loss_disc_real_2: 0.22572647035121918 (0.19358254820108414) | > loss_disc_real_3: 0.34481289982795715 (0.24199166893959045) | > loss_disc_real_4: 0.32907357811927795 (0.20674350783228873) | > loss_disc_real_5: 0.340370237827301 (0.22081021964550018) | > loss_0: 2.7699263095855713 (2.500411629676819) | > loss_gen: 2.1306891441345215 (2.0056963324546815) | > loss_kl: 2.881309986114502 (3.1703517198562623) | > loss_feat: 5.742992401123047 (6.532879781723023) | > loss_mel: 17.52924919128418 (17.66765727996826) | > loss_duration: 2.314465284347534 (2.3106888055801393) | > loss_1: 30.598705291748047 (31.687274360656737)  --> STEP: 11 | > loss_disc: 2.6468756198883057 (2.5137265378778633) | > loss_disc_real_0: 0.1363859921693802 (0.1039561192420396) | > loss_disc_real_1: 0.1675315648317337 (0.16397606920112262) | > loss_disc_real_2: 0.19197843968868256 (0.19343672015450217) | > loss_disc_real_3: 0.2770056426525116 (0.24517475745894693) | > loss_disc_real_4: 0.21588265895843506 (0.2075743397528475) | > loss_disc_real_5: 0.2275848388671875 (0.22142609412019904) | > loss_0: 2.6468756198883057 (2.5137265378778633) | > loss_gen: 1.8646240234375 (1.9928715770894831) | > loss_kl: 3.5386831760406494 (3.2038363976912065) | > loss_feat: 4.961132526397705 (6.389993667602539) | > loss_mel: 13.970288276672363 (17.33153282512318) | > loss_duration: 2.4762654304504395 (2.3257412260228936) | > loss_1: 26.810993194580078 (31.243976072831586)  --> STEP: 12 | > loss_disc: 2.4047486782073975 (2.504645049571991) | > loss_disc_real_0: 0.1800527721643448 (0.11029750698556502) | > loss_disc_real_1: 0.18096505105495453 (0.16539181768894196) | > loss_disc_real_2: 0.2794452905654907 (0.20060410102208456) | > loss_disc_real_3: 0.2488601803779602 (0.24548187603553137) | > loss_disc_real_4: 0.15558047592639923 (0.20324151776731014) | > loss_disc_real_5: 0.1710202991962433 (0.21722561120986938) | > loss_0: 2.4047486782073975 (2.504645049571991) | > loss_gen: 2.2188374996185303 (2.01170207063357) | > loss_kl: 2.6459221839904785 (3.157343546549479) | > loss_feat: 5.611917018890381 (6.325153946876526) | > loss_mel: 14.013157844543457 (17.055001576741535) | > loss_duration: 2.2447409629821777 (2.318991204102834) | > loss_1: 26.734575271606445 (30.868192672729492)  --> STEP: 13 | > loss_disc: 2.5417184829711914 (2.50749685214116) | > loss_disc_real_0: 0.17515340447425842 (0.11528642217700298) | > loss_disc_real_1: 0.12469527125358582 (0.1622613141169915) | > loss_disc_real_2: 0.1889241486787796 (0.19970564314952263) | > loss_disc_real_3: 0.23133353888988495 (0.24439354240894318) | > loss_disc_real_4: 0.13109704852104187 (0.19769194320990488) | > loss_disc_real_5: 0.1615893691778183 (0.212945900284327) | > loss_0: 2.5417184829711914 (2.50749685214116) | > loss_gen: 1.8641231060028076 (2.00034984258505) | > loss_kl: 3.106175422668457 (3.1534075370201697) | > loss_feat: 6.506459712982178 (6.339100544269268) | > loss_mel: 15.705758094787598 (16.951213616591232) | > loss_duration: 2.2295751571655273 (2.312113046646118) | > loss_1: 29.412090301513672 (30.756184798020584)  --> STEP: 14 | > loss_disc: 2.6066532135009766 (2.5145794493811473) | > loss_disc_real_0: 0.10986386239528656 (0.11489909647830895) | > loss_disc_real_1: 0.18088577687740326 (0.16359163288559234) | > loss_disc_real_2: 0.11824016273021698 (0.19388668026242936) | > loss_disc_real_3: 0.2800108790397644 (0.24693763788257325) | > loss_disc_real_4: 0.22060805559158325 (0.19932880838002479) | > loss_disc_real_5: 0.32180747389793396 (0.2207217269710132) | > loss_0: 2.6066532135009766 (2.5145794493811473) | > loss_gen: 2.0375194549560547 (2.0030048148972646) | > loss_kl: 3.236211061477661 (3.159322074481419) | > loss_feat: 5.531170845031738 (6.281391280038016) | > loss_mel: 18.93865203857422 (17.093173503875732) | > loss_duration: 2.4511990547180176 (2.3220477615083968) | > loss_1: 32.19475173950195 (30.858939579554967)  --> STEP: 15 | > loss_disc: 2.4432060718536377 (2.5098212242126463) | > loss_disc_real_0: 0.1566224992275238 (0.11768065666158994) | > loss_disc_real_1: 0.18339768052101135 (0.16491203606128693) | > loss_disc_real_2: 0.16840997338294983 (0.19218823313713074) | > loss_disc_real_3: 0.23291993141174316 (0.24600312411785125) | > loss_disc_real_4: 0.12963223457336426 (0.1946823701262474) | > loss_disc_real_5: 0.1646416187286377 (0.21698305308818816) | > loss_0: 2.4432060718536377 (2.5098212242126463) | > loss_gen: 2.0280168056488037 (2.004672280947367) | > loss_kl: 3.5460827350616455 (3.185106118520101) | > loss_feat: 7.645661354064941 (6.372342618306478) | > loss_mel: 18.703262329101562 (17.20051275889079) | > loss_duration: 2.394458770751953 (2.326875162124634) | > loss_1: 34.317481994628906 (31.08950907389323)  --> STEP: 16 | > loss_disc: 2.7401013374328613 (2.52421373128891) | > loss_disc_real_0: 0.2001943290233612 (0.12283776118420064) | > loss_disc_real_1: 0.24785441160202026 (0.17009593453258276) | > loss_disc_real_2: 0.22350353002548218 (0.1941454391926527) | > loss_disc_real_3: 0.26407361030578613 (0.2471325295045972) | > loss_disc_real_4: 0.15233716368675232 (0.19203579472377896) | > loss_disc_real_5: 0.16785922646522522 (0.213912813924253) | > loss_0: 2.7401013374328613 (2.52421373128891) | > loss_gen: 1.8953595161437988 (1.9978402331471439) | > loss_kl: 3.4125287532806396 (3.1993200331926346) | > loss_feat: 6.719539642333984 (6.394042432308197) | > loss_mel: 16.221824645996094 (17.13934475183487) | > loss_duration: 2.367846727371216 (2.329435884952545) | > loss_1: 30.61709976196289 (31.059983491897583)  --> STEP: 17 | > loss_disc: 2.6350741386413574 (2.530734931721407) | > loss_disc_real_0: 0.1056562215089798 (0.1218270823797759) | > loss_disc_real_1: 0.21286918222904205 (0.17261200792649212) | > loss_disc_real_2: 0.2428276240825653 (0.19700909712735346) | > loss_disc_real_3: 0.2793610394001007 (0.24902832420433269) | > loss_disc_real_4: 0.2742729187011719 (0.19687327260480209) | > loss_disc_real_5: 0.3148469030857086 (0.21985011328669155) | > loss_0: 2.6350741386413574 (2.530734931721407) | > loss_gen: 2.2596564292907715 (2.013241185861475) | > loss_kl: 2.2715396881103516 (3.1447447187760296) | > loss_feat: 6.049710750579834 (6.373787627500646) | > loss_mel: 16.971281051635742 (17.129458651823157) | > loss_duration: 2.478827476501465 (2.3382236256318936) | > loss_1: 30.031017303466797 (30.999456069048712)  --> STEP: 18 | > loss_disc: 2.377650260925293 (2.5222302277882895) | > loss_disc_real_0: 0.11167776584625244 (0.1212632314612468) | > loss_disc_real_1: 0.19989100098609924 (0.17412750754091474) | > loss_disc_real_2: 0.1374068707227707 (0.19369786232709885) | > loss_disc_real_3: 0.2252287119626999 (0.24770612352424198) | > loss_disc_real_4: 0.18805527687072754 (0.19638338395290905) | > loss_disc_real_5: 0.25319480895996094 (0.22170259637965095) | > loss_0: 2.377650260925293 (2.5222302277882895) | > loss_gen: 2.107809543609619 (2.0184949835141497) | > loss_kl: 1.9821956157684326 (3.08015865749783) | > loss_feat: 7.813704013824463 (6.4537829822964135) | > loss_mel: 19.135570526123047 (17.240909311506485) | > loss_duration: 2.229748249053955 (2.332197215822008) | > loss_1: 33.26902770996094 (31.125543382432724)  --> STEP: 19 | > loss_disc: 2.4839160442352295 (2.5202136918118128) | > loss_disc_real_0: 0.12557440996170044 (0.12149013559284963) | > loss_disc_real_1: 0.17637325823307037 (0.17424570494576505) | > loss_disc_real_2: 0.20238572359085083 (0.19415511818308578) | > loss_disc_real_3: 0.23794203996658325 (0.24719222438962837) | > loss_disc_real_4: 0.20520448684692383 (0.19684765252627826) | > loss_disc_real_5: 0.19804145395755768 (0.22045727309427762) | > loss_0: 2.4839160442352295 (2.5202136918118128) | > loss_gen: 1.9753360748291016 (2.0162234620044104) | > loss_kl: 2.3023202419281006 (3.0392197935204757) | > loss_feat: 6.766573905944824 (6.470245662488435) | > loss_mel: 16.776344299316406 (17.216458521391218) | > loss_duration: 2.347808361053467 (2.3330188550447164) | > loss_1: 30.16838264465332 (31.075166501496966)  --> STEP: 20 | > loss_disc: 2.3083863258361816 (2.5096223235130313) | > loss_disc_real_0: 0.09870731830596924 (0.1203509947285056) | > loss_disc_real_1: 0.1760997325181961 (0.1743384063243866) | > loss_disc_real_2: 0.13815531134605408 (0.1913551278412342) | > loss_disc_real_3: 0.21442309021949768 (0.24555376768112183) | > loss_disc_real_4: 0.20537936687469482 (0.19727423824369908) | > loss_disc_real_5: 0.2676381766796112 (0.2228163182735443) | > loss_0: 2.3083863258361816 (2.5096223235130313) | > loss_gen: 2.155592441558838 (2.0231919109821317) | > loss_kl: 2.320098400115967 (3.0032637238502504) | > loss_feat: 7.571800708770752 (6.525323414802552) | > loss_mel: 17.0889835357666 (17.210084772109987) | > loss_duration: 2.2900285720825195 (2.3308693408966064) | > loss_1: 31.426502227783203 (31.092733287811278)  --> STEP: 21 | > loss_disc: 2.6353466510772705 (2.5156091962541858) | > loss_disc_real_0: 0.11452271044254303 (0.12007345738155502) | > loss_disc_real_1: 0.15718382596969604 (0.1735215215455918) | > loss_disc_real_2: 0.1950165331363678 (0.1915294804743358) | > loss_disc_real_3: 0.24039895832538605 (0.24530830056894393) | > loss_disc_real_4: 0.1901000738143921 (0.19693261136611304) | > loss_disc_real_5: 0.21874457597732544 (0.22262242578324817) | > loss_0: 2.6353466510772705 (2.5156091962541858) | > loss_gen: 1.706131935119629 (2.008093816893441) | > loss_kl: 2.859009027481079 (2.9963944525945756) | > loss_feat: 4.694028377532959 (6.438118889218285) | > loss_mel: 13.238470077514648 (17.02096026284354) | > loss_duration: 2.1482343673706055 (2.3221724373953685) | > loss_1: 24.6458740234375 (30.785739989507768)  --> STEP: 22 | > loss_disc: 2.4841468334198 (2.514179088852623) | > loss_disc_real_0: 0.14249268174171448 (0.12109251303428953) | > loss_disc_real_1: 0.161529541015625 (0.1729764315215024) | > loss_disc_real_2: 0.17965950071811676 (0.19098993593996222) | > loss_disc_real_3: 0.23902614414691925 (0.24502274800430646) | > loss_disc_real_4: 0.21577824652194977 (0.19778923114592378) | > loss_disc_real_5: 0.20626480877399445 (0.22187889773737302) | > loss_0: 2.4841468334198 (2.514179088852623) | > loss_gen: 2.1481993198394775 (2.0144622488455335) | > loss_kl: 2.005199432373047 (2.9513401334935967) | > loss_feat: 7.762907981872559 (6.498336575248024) | > loss_mel: 17.291030883789062 (17.033236200159248) | > loss_duration: 2.2174997329711914 (2.3174145871942695) | > loss_1: 31.42483901977539 (30.814789945429023)  --> STEP: 23 | > loss_disc: 2.467691421508789 (2.5121578859246303) | > loss_disc_real_0: 0.24902647733688354 (0.12665485930831535) | > loss_disc_real_1: 0.21596531569957733 (0.17484551344228827) | > loss_disc_real_2: 0.2139158397912979 (0.19198671436828116) | > loss_disc_real_3: 0.28664663434028625 (0.2468324821928273) | > loss_disc_real_4: 0.17647261917591095 (0.19686242192983627) | > loss_disc_real_5: 0.1678607165813446 (0.21953028116537177) | > loss_0: 2.467691421508789 (2.5121578859246303) | > loss_gen: 2.303896188735962 (2.0270463331885957) | > loss_kl: 2.5567193031311035 (2.9341827060865318) | > loss_feat: 6.393012046813965 (6.493757247924805) | > loss_mel: 17.226661682128906 (17.041646003723148) | > loss_duration: 2.252242088317871 (2.3145810002866) | > loss_1: 30.732532501220703 (30.81121353481127)  --> STEP: 24 | > loss_disc: 2.5360307693481445 (2.51315258940061) | > loss_disc_real_0: 0.1568954885005951 (0.12791488552466035) | > loss_disc_real_1: 0.10876902937889099 (0.17209232660631338) | > loss_disc_real_2: 0.1743055135011673 (0.19124999766548476) | > loss_disc_real_3: 0.2712898552417755 (0.24785153940320015) | > loss_disc_real_4: 0.21677806973457336 (0.19769224058836699) | > loss_disc_real_5: 0.23393483459949493 (0.22013047089179358) | > loss_0: 2.5360307693481445 (2.51315258940061) | > loss_gen: 2.0389368534088135 (2.0275417715311046) | > loss_kl: 2.3160898685455322 (2.908428837855657) | > loss_feat: 5.017834663391113 (6.432260473569234) | > loss_mel: 17.679529190063477 (17.06822446982066) | > loss_duration: 2.413483142852783 (2.3187019228935246) | > loss_1: 29.46587371826172 (30.755157709121704)  --> STEP: 25 | > loss_disc: 2.3483917713165283 (2.5065621566772465) | > loss_disc_real_0: 0.0633549839258194 (0.12533248946070671) | > loss_disc_real_1: 0.19825249910354614 (0.1731387335062027) | > loss_disc_real_2: 0.285983681678772 (0.19503934502601625) | > loss_disc_real_3: 0.22361816465854645 (0.246882204413414) | > loss_disc_real_4: 0.13279332220554352 (0.19509628385305405) | > loss_disc_real_5: 0.0967031791806221 (0.21519337922334672) | > loss_0: 2.3483917713165283 (2.5065621566772465) | > loss_gen: 1.9737067222595215 (2.025388369560241) | > loss_kl: 2.8413820266723633 (2.905746965408325) | > loss_feat: 6.654964447021484 (6.441168632507324) | > loss_mel: 15.884063720703125 (17.020858039855955) | > loss_duration: 2.4178287982940674 (2.3226669979095464) | > loss_1: 29.77194595336914 (30.7158292388916)  --> STEP: 26 | > loss_disc: 2.373440980911255 (2.5014421114554772) | > loss_disc_real_0: 0.057155538350343704 (0.12271029903338505) | > loss_disc_real_1: 0.13272440433502197 (0.17158433623038805) | > loss_disc_real_2: 0.14168159663677216 (0.19298712393412223) | > loss_disc_real_3: 0.21388274431228638 (0.24561299440952447) | > loss_disc_real_4: 0.14825162291526794 (0.19329456612467766) | > loss_disc_real_5: 0.22615720331668854 (0.21561506476539832) | > loss_0: 2.373440980911255 (2.5014421114554772) | > loss_gen: 1.9356050491333008 (2.021935164928436) | > loss_kl: 2.557291269302368 (2.892344823250404) | > loss_feat: 7.13424015045166 (6.467825229351337) | > loss_mel: 20.574037551879883 (17.157518790318413) | > loss_duration: 2.3145201206207275 (2.3223536564753613) | > loss_1: 34.51569366455078 (30.861977870647724) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024886773182795597 (+0.00021677750807542074) | > avg_loss_disc: 2.5014421114554772 (+0.024902490469125738) | > avg_loss_disc_real_0: 0.12271029903338505 (+0.007886815529603228) | > avg_loss_disc_real_1: 0.17158433623038805 (-0.002191465348005295) | > avg_loss_disc_real_2: 0.19298712393412223 (-0.04479384536926562) | > avg_loss_disc_real_3: 0.24561299440952447 (-0.004157932331928849) | > avg_loss_disc_real_4: 0.19329456612467766 (-0.032451598976667106) | > avg_loss_disc_real_5: 0.21561506476539832 (-0.024615188344166816) | > avg_loss_0: 2.5014421114554772 (+0.024902490469125738) | > avg_loss_gen: 2.021935164928436 (-0.22781563722170262) | > avg_loss_kl: 2.892344823250404 (-0.03983280291924096) | > avg_loss_feat: 6.467825229351337 (-0.37715090238130955) | > avg_loss_mel: 17.157518790318413 (-0.4525164457467916) | > avg_loss_duration: 2.3223536564753613 (-0.023564898050747463) | > avg_loss_1: 30.861977870647724 (-1.120880860548752)  > EPOCH: 595/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:25:27)   --> TIME: 2024-06-11 17:25:37 -- STEP: 24/330 -- GLOBAL_STEP: 284375 | > loss_disc: 2.3816006183624268 (2.3209365705649065) | > loss_disc_real_0: 0.10222035646438599 (0.10613788043459256) | > loss_disc_real_1: 0.20771345496177673 (0.19273195043206215) | > loss_disc_real_2: 0.21490158140659332 (0.20957252321143946) | > loss_disc_real_3: 0.20454633235931396 (0.22517789589862028) | > loss_disc_real_4: 0.2361510992050171 (0.22890709588925043) | > loss_disc_real_5: 0.23504793643951416 (0.22350692997376123) | > loss_0: 2.3816006183624268 (2.3209365705649065) | > grad_norm_0: tensor(10.3959, device='cuda:0') (tensor(8.9858, device='cuda:0')) | > loss_gen: 2.3967983722686768 (2.5046986043453217) | > loss_kl: 2.041130542755127 (1.923724686106046) | > loss_feat: 6.937238693237305 (6.9991598924001055) | > loss_mel: 17.881013870239258 (17.76312716801961) | > loss_duration: 1.9655847549438477 (2.056074087818464) | > loss_1: 31.22176742553711 (31.246784607569378) | > grad_norm_1: tensor(62.8394, device='cuda:0') (tensor(86.9659, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.393 (0.371411254008611) | > loader_time: 0.0031 (0.0033350586891174316)  --> TIME: 2024-06-11 17:25:46 -- STEP: 49/330 -- GLOBAL_STEP: 284400 | > loss_disc: 2.319667339324951 (2.339774272879776) | > loss_disc_real_0: 0.1085548847913742 (0.10675056628426727) | > loss_disc_real_1: 0.19360826909542084 (0.19932632786887033) | > loss_disc_real_2: 0.20002201199531555 (0.20865925355833403) | > loss_disc_real_3: 0.22499224543571472 (0.22854218343082738) | > loss_disc_real_4: 0.23276256024837494 (0.23075844134603227) | > loss_disc_real_5: 0.19253768026828766 (0.22210584398435088) | > loss_0: 2.319667339324951 (2.339774272879776) | > grad_norm_0: tensor(12.0071, device='cuda:0') (tensor(8.9759, device='cuda:0')) | > loss_gen: 2.419799327850342 (2.4972633828922195) | > loss_kl: 1.6942185163497925 (1.9307840940903644) | > loss_feat: 6.4625563621521 (7.023046230783268) | > loss_mel: 17.169130325317383 (17.800078372566066) | > loss_duration: 1.957093596458435 (2.017188198712407) | > loss_1: 29.70279884338379 (31.268360332566864) | > grad_norm_1: tensor(171.9434, device='cuda:0') (tensor(92.8454, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3525 (0.3676709106990269) | > loader_time: 0.0034 (0.003342978808344627)  --> TIME: 2024-06-11 17:25:56 -- STEP: 74/330 -- GLOBAL_STEP: 284425 | > loss_disc: 2.4442620277404785 (2.338607111492673) | > loss_disc_real_0: 0.14178566634655 (0.10923815860941603) | > loss_disc_real_1: 0.2286141812801361 (0.196548333643256) | > loss_disc_real_2: 0.20063865184783936 (0.20954433345311396) | > loss_disc_real_3: 0.21824653446674347 (0.22689630836248398) | > loss_disc_real_4: 0.21338433027267456 (0.23167583507460518) | > loss_disc_real_5: 0.21151353418827057 (0.2229387166129576) | > loss_0: 2.4442620277404785 (2.338607111492673) | > grad_norm_0: tensor(12.3389, device='cuda:0') (tensor(8.7623, device='cuda:0')) | > loss_gen: 2.4389047622680664 (2.503162928529688) | > loss_kl: 1.9511770009994507 (1.9477208079518498) | > loss_feat: 6.874699592590332 (7.066912412643433) | > loss_mel: 18.406858444213867 (17.780062469276217) | > loss_duration: 1.9236997365951538 (2.0045231983468335) | > loss_1: 31.595338821411133 (31.30238185057769) | > grad_norm_1: tensor(43.3588, device='cuda:0') (tensor(88.6738, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3702 (0.3678588158375508) | > loader_time: 0.0042 (0.0034147887616544155)  --> TIME: 2024-06-11 17:26:06 -- STEP: 99/330 -- GLOBAL_STEP: 284450 | > loss_disc: 2.380673408508301 (2.357394297917685) | > loss_disc_real_0: 0.1595749408006668 (0.11135422340547195) | > loss_disc_real_1: 0.19301792979240417 (0.19727439952619147) | > loss_disc_real_2: 0.2027004361152649 (0.2100308761753217) | > loss_disc_real_3: 0.21936269104480743 (0.22917871628746841) | > loss_disc_real_4: 0.19547800719738007 (0.23266637174770086) | > loss_disc_real_5: 0.20808541774749756 (0.22392302390300867) | > loss_0: 2.380673408508301 (2.357394297917685) | > grad_norm_0: tensor(12.9934, device='cuda:0') (tensor(9.0522, device='cuda:0')) | > loss_gen: 2.537200450897217 (2.485586551704792) | > loss_kl: 1.775675654411316 (1.9526978285625727) | > loss_feat: 6.651065826416016 (7.008781360857414) | > loss_mel: 17.476295471191406 (17.75368449663875) | > loss_duration: 2.007082939147949 (2.004148746981766) | > loss_1: 30.447322845458984 (31.204898949825402) | > grad_norm_1: tensor(116.9767, device='cuda:0') (tensor(88.6703, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3736 (0.3705424636301368) | > loader_time: 0.0033 (0.0035025110148420237)  --> TIME: 2024-06-11 17:26:15 -- STEP: 124/330 -- GLOBAL_STEP: 284475 | > loss_disc: 2.4326679706573486 (2.357234791401894) | > loss_disc_real_0: 0.10088026523590088 (0.11239049890108647) | > loss_disc_real_1: 0.16713783144950867 (0.19874625761182077) | > loss_disc_real_2: 0.23094452917575836 (0.21019410017517307) | > loss_disc_real_3: 0.25768834352493286 (0.22808550141992107) | > loss_disc_real_4: 0.2177945226430893 (0.23193010291264904) | > loss_disc_real_5: 0.20609425008296967 (0.22347920171676144) | > loss_0: 2.4326679706573486 (2.357234791401894) | > grad_norm_0: tensor(5.8267, device='cuda:0') (tensor(9.9071, device='cuda:0')) | > loss_gen: 2.5753328800201416 (2.4842896769123692) | > loss_kl: 1.9080333709716797 (1.947671809504109) | > loss_feat: 7.123906135559082 (6.9942334582728725) | > loss_mel: 18.088607788085938 (17.756465281209636) | > loss_duration: 2.040987968444824 (2.0075061359713158) | > loss_1: 31.73686981201172 (31.190166442624985) | > grad_norm_1: tensor(75.9343, device='cuda:0') (tensor(103.9678, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3769 (0.3704543113708496) | > loader_time: 0.0037 (0.00357383297335717)  --> TIME: 2024-06-11 17:26:25 -- STEP: 149/330 -- GLOBAL_STEP: 284500 | > loss_disc: 2.330404281616211 (2.3697303397543483) | > loss_disc_real_0: 0.12822481989860535 (0.11463002840544553) | > loss_disc_real_1: 0.19782672822475433 (0.19989587176566156) | > loss_disc_real_2: 0.23252969980239868 (0.2116806066076228) | > loss_disc_real_3: 0.24012796580791473 (0.2294642660241799) | > loss_disc_real_4: 0.23182356357574463 (0.23266861782778028) | > loss_disc_real_5: 0.20038025081157684 (0.2235421971386711) | > loss_0: 2.330404281616211 (2.3697303397543483) | > grad_norm_0: tensor(7.3594, device='cuda:0') (tensor(10.3519, device='cuda:0')) | > loss_gen: 2.38154935836792 (2.47619189351997) | > loss_kl: 2.008863925933838 (1.9574829636004147) | > loss_feat: 6.940047264099121 (6.996125550878128) | > loss_mel: 17.44841194152832 (17.750200591631376) | > loss_duration: 2.029883861541748 (2.0108682317221724) | > loss_1: 30.808757781982422 (31.19086928655637) | > grad_norm_1: tensor(80.2406, device='cuda:0') (tensor(108.9478, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3748 (0.3714797432790667) | > loader_time: 0.0042 (0.003695187152632131) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_284500.pth  --> TIME: 2024-06-11 17:26:38 -- STEP: 174/330 -- GLOBAL_STEP: 284525 | > loss_disc: 2.4210991859436035 (2.3753783195868317) | > loss_disc_real_0: 0.11323302984237671 (0.11599116147249594) | > loss_disc_real_1: 0.2176811844110489 (0.200231471880414) | > loss_disc_real_2: 0.21212102472782135 (0.21219586914983293) | > loss_disc_real_3: 0.2584105134010315 (0.23003348990761) | > loss_disc_real_4: 0.26004892587661743 (0.23263196809881034) | > loss_disc_real_5: 0.25680240988731384 (0.22392513859888602) | > loss_0: 2.4210991859436035 (2.3753783195868317) | > grad_norm_0: tensor(10.0034, device='cuda:0') (tensor(10.7797, device='cuda:0')) | > loss_gen: 2.4976441860198975 (2.4719255792683557) | > loss_kl: 1.9428168535232544 (1.963388028501094) | > loss_feat: 6.9905290603637695 (6.988262255986531) | > loss_mel: 17.826082229614258 (17.725092438445692) | > loss_duration: 2.1042191982269287 (2.015630774114323) | > loss_1: 31.361291885375977 (31.16429913180998) | > grad_norm_1: tensor(94.6165, device='cuda:0') (tensor(115.6213, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3924 (0.37373829710072487) | > loader_time: 0.0044 (0.0038126748183677935)  --> TIME: 2024-06-11 17:26:48 -- STEP: 199/330 -- GLOBAL_STEP: 284550 | > loss_disc: 2.4614739418029785 (2.3761022773819356) | > loss_disc_real_0: 0.16328127682209015 (0.11756246286121445) | > loss_disc_real_1: 0.22168545424938202 (0.2000286825487961) | > loss_disc_real_2: 0.2907596826553345 (0.2121753869344242) | > loss_disc_real_3: 0.21396557986736298 (0.22985430114233313) | > loss_disc_real_4: 0.24642793834209442 (0.23237774562296556) | > loss_disc_real_5: 0.2521296739578247 (0.22344341013000238) | > loss_0: 2.4614739418029785 (2.3761022773819356) | > grad_norm_0: tensor(28.0580, device='cuda:0') (tensor(12.6866, device='cuda:0')) | > loss_gen: 2.5228652954101562 (2.472974840720094) | > loss_kl: 2.0967373847961426 (1.9681570482014412) | > loss_feat: 6.605048179626465 (6.995803950419977) | > loss_mel: 17.106338500976562 (17.649906522664583) | > loss_duration: 2.1391940116882324 (2.023896250892522) | > loss_1: 30.470184326171875 (31.110738687179797) | > grad_norm_1: tensor(368.6353, device='cuda:0') (tensor(139.2877, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3929 (0.3755337604925261) | > loader_time: 0.0048 (0.003927701681702579)  --> TIME: 2024-06-11 17:26:59 -- STEP: 224/330 -- GLOBAL_STEP: 284575 | > loss_disc: 2.2813918590545654 (2.380875088274479) | > loss_disc_real_0: 0.11573772877454758 (0.1183069194833349) | > loss_disc_real_1: 0.20685641467571259 (0.20002817602029868) | > loss_disc_real_2: 0.26103803515434265 (0.2126646407081613) | > loss_disc_real_3: 0.2375210076570511 (0.23060368041374854) | > loss_disc_real_4: 0.2204008251428604 (0.2332281356544367) | > loss_disc_real_5: 0.22452424466609955 (0.22418267100251146) | > loss_0: 2.2813918590545654 (2.380875088274479) | > grad_norm_0: tensor(16.8886, device='cuda:0') (tensor(15.5822, device='cuda:0')) | > loss_gen: 2.6809451580047607 (2.4759350568056093) | > loss_kl: 1.9589070081710815 (1.9721708319016866) | > loss_feat: 7.302091598510742 (7.001052073069981) | > loss_mel: 17.63811683654785 (17.632854776723047) | > loss_duration: 2.1286089420318604 (2.031328906970362) | > loss_1: 31.708669662475586 (31.11334169762475) | > grad_norm_1: tensor(331.9142, device='cuda:0') (tensor(161.9835, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.3943 (0.3780157629932676) | > loader_time: 0.0049 (0.004045850464275905)  --> TIME: 2024-06-11 17:27:09 -- STEP: 249/330 -- GLOBAL_STEP: 284600 | > loss_disc: 2.370826244354248 (2.3766547139868677) | > loss_disc_real_0: 0.09681731462478638 (0.11906209655375366) | > loss_disc_real_1: 0.20328868925571442 (0.199701066596441) | > loss_disc_real_2: 0.2162591964006424 (0.21235083839500768) | > loss_disc_real_3: 0.205397367477417 (0.2303074233862291) | > loss_disc_real_4: 0.26852595806121826 (0.23275611708202515) | > loss_disc_real_5: 0.22630441188812256 (0.22308460368688807) | > loss_0: 2.370826244354248 (2.3766547139868677) | > grad_norm_0: tensor(50.1135, device='cuda:0') (tensor(17.9057, device='cuda:0')) | > loss_gen: 2.334641218185425 (2.481187238271934) | > loss_kl: 2.0152454376220703 (1.972835140534673) | > loss_feat: 6.619229793548584 (7.0021321649053485) | > loss_mel: 16.848222732543945 (17.605499305878315) | > loss_duration: 2.1182334423065186 (2.039589460595064) | > loss_1: 29.935571670532227 (31.10124331401534) | > grad_norm_1: tensor(435.1301, device='cuda:0') (tensor(183.0017, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.4254 (0.38152406110342246) | > loader_time: 0.0055 (0.004172185338644619)  --> TIME: 2024-06-11 17:27:20 -- STEP: 274/330 -- GLOBAL_STEP: 284625 | > loss_disc: 2.3451600074768066 (2.3784443557697497) | > loss_disc_real_0: 0.08112352341413498 (0.1199707879283785) | > loss_disc_real_1: 0.19517390429973602 (0.19996500711371432) | > loss_disc_real_2: 0.212666317820549 (0.21278720180483635) | > loss_disc_real_3: 0.2684860825538635 (0.2303799088418919) | > loss_disc_real_4: 0.2315131574869156 (0.2325967512752888) | > loss_disc_real_5: 0.25158798694610596 (0.22325010782610763) | > loss_0: 2.3451600074768066 (2.3784443557697497) | > grad_norm_0: tensor(71.9961, device='cuda:0') (tensor(20.9363, device='cuda:0')) | > loss_gen: 2.426748514175415 (2.483034884842642) | > loss_kl: 2.0770421028137207 (1.9769337934299107) | > loss_feat: 6.914259433746338 (7.007891390445459) | > loss_mel: 16.14979362487793 (17.556804378537375) | > loss_duration: 2.1380057334899902 (2.047913756683793) | > loss_1: 29.705848693847656 (31.072578193497485) | > grad_norm_1: tensor(771.3228, device='cuda:0') (tensor(208.2789, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.4475 (0.3867038035914846) | > loader_time: 0.0058 (0.004323881037913971)  --> TIME: 2024-06-11 17:27:32 -- STEP: 299/330 -- GLOBAL_STEP: 284650 | > loss_disc: 2.3436458110809326 (2.379838225036162) | > loss_disc_real_0: 0.12656119465827942 (0.12186440862839835) | > loss_disc_real_1: 0.18812711536884308 (0.19996861256285256) | > loss_disc_real_2: 0.19388972222805023 (0.21268567358171667) | > loss_disc_real_3: 0.21088729798793793 (0.2300889103308968) | > loss_disc_real_4: 0.20484060049057007 (0.23186628734786374) | > loss_disc_real_5: 0.20197278261184692 (0.22280930545816463) | > loss_0: 2.3436458110809326 (2.379838225036162) | > grad_norm_0: tensor(9.0919, device='cuda:0') (tensor(22.0695, device='cuda:0')) | > loss_gen: 2.3114795684814453 (2.4789341500770266) | > loss_kl: 2.0298755168914795 (1.9792508983293107) | > loss_feat: 7.104896068572998 (7.014945540539796) | > loss_mel: 17.449363708496094 (17.49878683058316) | > loss_duration: 2.217965602874756 (2.0588101056905876) | > loss_1: 31.11358070373535 (31.03072751405646) | > grad_norm_1: tensor(126.3334, device='cuda:0') (tensor(222.0334, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.4877 (0.39350194516389264) | > loader_time: 0.0067 (0.004509984848890019)  --> TIME: 2024-06-11 17:27:46 -- STEP: 324/330 -- GLOBAL_STEP: 284675 | > loss_disc: 2.5105509757995605 (2.3844504908279145) | > loss_disc_real_0: 0.19591625034809113 (0.12430651469823019) | > loss_disc_real_1: 0.1995016485452652 (0.20030046392370143) | > loss_disc_real_2: 0.23771104216575623 (0.2128317235152663) | > loss_disc_real_3: 0.22556687891483307 (0.23017226605687613) | > loss_disc_real_4: 0.2656376361846924 (0.23212917199657288) | > loss_disc_real_5: 0.23025675117969513 (0.22332658112784973) | > loss_0: 2.5105509757995605 (2.3844504908279145) | > grad_norm_0: tensor(12.0491, device='cuda:0') (tensor(22.8180, device='cuda:0')) | > loss_gen: 2.1744072437286377 (2.475629489362974) | > loss_kl: 2.1105990409851074 (1.9845184131904885) | > loss_feat: 8.288840293884277 (7.056996489748543) | > loss_mel: 17.32939338684082 (17.455833255508825) | > loss_duration: 2.2617857456207275 (2.073378333338983) | > loss_1: 32.1650276184082 (31.046356001018005) | > grad_norm_1: tensor(277.5385, device='cuda:0') (tensor(235.7374, device='cuda:0')) | > current_lr_0: 0.00018566383832834644 | > current_lr_1: 0.00018566383832834644 | > step_time: 0.5926 (0.4049059925255952) | > loader_time: 0.0089 (0.00476665187765051)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4840340614318848 (2.4840340614318848) | > loss_disc_real_0: 0.1612979769706726 (0.1612979769706726) | > loss_disc_real_1: 0.16024507582187653 (0.16024507582187653) | > loss_disc_real_2: 0.25886619091033936 (0.25886619091033936) | > loss_disc_real_3: 0.25975191593170166 (0.25975191593170166) | > loss_disc_real_4: 0.32178911566734314 (0.32178911566734314) | > loss_disc_real_5: 0.2546713948249817 (0.2546713948249817) | > loss_0: 2.4840340614318848 (2.4840340614318848) | > loss_gen: 2.4152092933654785 (2.4152092933654785) | > loss_kl: 2.737095832824707 (2.737095832824707) | > loss_feat: 6.712928771972656 (6.712928771972656) | > loss_mel: 16.010408401489258 (16.010408401489258) | > loss_duration: 3.019045829772949 (3.019045829772949) | > loss_1: 30.89468765258789 (30.89468765258789)  --> STEP: 1 | > loss_disc: 2.4329466819763184 (2.4329466819763184) | > loss_disc_real_0: 0.21150192618370056 (0.21150192618370056) | > loss_disc_real_1: 0.1620461344718933 (0.1620461344718933) | > loss_disc_real_2: 0.1836681216955185 (0.1836681216955185) | > loss_disc_real_3: 0.2423895001411438 (0.2423895001411438) | > loss_disc_real_4: 0.2653166353702545 (0.2653166353702545) | > loss_disc_real_5: 0.2565538287162781 (0.2565538287162781) | > loss_0: 2.4329466819763184 (2.4329466819763184) | > loss_gen: 2.327681064605713 (2.327681064605713) | > loss_kl: 3.4036669731140137 (3.4036669731140137) | > loss_feat: 6.064469337463379 (6.064469337463379) | > loss_mel: 18.90716552734375 (18.90716552734375) | > loss_duration: 2.41011381149292 (2.41011381149292) | > loss_1: 33.113094329833984 (33.113094329833984)  --> STEP: 2 | > loss_disc: 2.336970806121826 (2.3849587440490723) | > loss_disc_real_0: 0.12621909379959106 (0.1688605099916458) | > loss_disc_real_1: 0.184377983212471 (0.17321205884218216) | > loss_disc_real_2: 0.2563774287700653 (0.2200227752327919) | > loss_disc_real_3: 0.244187131524086 (0.2432883158326149) | > loss_disc_real_4: 0.3287745714187622 (0.29704560339450836) | > loss_disc_real_5: 0.25255873799324036 (0.2545562833547592) | > loss_0: 2.336970806121826 (2.3849587440490723) | > loss_gen: 2.5768563747406006 (2.4522687196731567) | > loss_kl: 3.6342434883117676 (3.5189552307128906) | > loss_feat: 5.993489742279053 (6.028979539871216) | > loss_mel: 18.61332893371582 (18.760247230529785) | > loss_duration: 2.4736108779907227 (2.4418623447418213) | > loss_1: 33.29153060913086 (33.20231246948242)  --> STEP: 3 | > loss_disc: 2.1771693229675293 (2.315695603688558) | > loss_disc_real_0: 0.12908953428268433 (0.15560351808865866) | > loss_disc_real_1: 0.1403200328350067 (0.1622480501731237) | > loss_disc_real_2: 0.22545020282268524 (0.22183191776275635) | > loss_disc_real_3: 0.22064539790153503 (0.23574067652225494) | > loss_disc_real_4: 0.26344943046569824 (0.28584687908490497) | > loss_disc_real_5: 0.22620469331741333 (0.24510575334231058) | > loss_0: 2.1771693229675293 (2.315695603688558) | > loss_gen: 2.5136148929595947 (2.4727174441019693) | > loss_kl: 3.5339691638946533 (3.5239598751068115) | > loss_feat: 7.357087135314941 (6.471682071685791) | > loss_mel: 19.70891571044922 (19.076470057169598) | > loss_duration: 2.3485569953918457 (2.4107605616251626) | > loss_1: 35.46214294433594 (33.955589294433594)  --> STEP: 4 | > loss_disc: 2.2620749473571777 (2.302290439605713) | > loss_disc_real_0: 0.10639795660972595 (0.14330212771892548) | > loss_disc_real_1: 0.22462502121925354 (0.17784229293465614) | > loss_disc_real_2: 0.16266922652721405 (0.20704124495387077) | > loss_disc_real_3: 0.25432679057121277 (0.2403872050344944) | > loss_disc_real_4: 0.26450005173683167 (0.28051017224788666) | > loss_disc_real_5: 0.18928103148937225 (0.231149572879076) | > loss_0: 2.2620749473571777 (2.302290439605713) | > loss_gen: 2.474721908569336 (2.473218560218811) | > loss_kl: 3.618577480316162 (3.547614276409149) | > loss_feat: 6.9305877685546875 (6.586408495903015) | > loss_mel: 17.819211959838867 (18.762155532836914) | > loss_duration: 2.4033446311950684 (2.408906579017639) | > loss_1: 33.24644470214844 (33.778303146362305)  --> STEP: 5 | > loss_disc: 2.3778514862060547 (2.317402648925781) | > loss_disc_real_0: 0.1907232105731964 (0.15278634428977966) | > loss_disc_real_1: 0.2399425357580185 (0.1902623414993286) | > loss_disc_real_2: 0.2006615549325943 (0.20576530694961548) | > loss_disc_real_3: 0.30814623832702637 (0.2539390116930008) | > loss_disc_real_4: 0.3165957033634186 (0.28772727847099305) | > loss_disc_real_5: 0.24206283688545227 (0.23333222568035125) | > loss_0: 2.3778514862060547 (2.317402648925781) | > loss_gen: 2.763930320739746 (2.531360912322998) | > loss_kl: 2.5873217582702637 (3.355555772781372) | > loss_feat: 5.887060165405273 (6.446538829803467) | > loss_mel: 20.411697387695312 (19.092063903808594) | > loss_duration: 2.3799431324005127 (2.4031138896942137) | > loss_1: 34.02995300292969 (33.82863311767578)  --> STEP: 6 | > loss_disc: 2.2760977745056152 (2.310518503189087) | > loss_disc_real_0: 0.1792839765548706 (0.1572026163339615) | > loss_disc_real_1: 0.1619100570678711 (0.18553696076075235) | > loss_disc_real_2: 0.23891572654247284 (0.21129037688175836) | > loss_disc_real_3: 0.23560069501399994 (0.250882625579834) | > loss_disc_real_4: 0.2548178732395172 (0.2822423775990804) | > loss_disc_real_5: 0.17195427417755127 (0.22310256709655127) | > loss_0: 2.2760977745056152 (2.310518503189087) | > loss_gen: 2.4962778091430664 (2.5255137284596763) | > loss_kl: 3.2670512199401855 (3.340805013974508) | > loss_feat: 6.963849067687988 (6.532757202784221) | > loss_mel: 19.137046813964844 (19.0995610555013) | > loss_duration: 2.199991226196289 (2.3692601124445596) | > loss_1: 34.06421661376953 (33.867897033691406)  --> STEP: 7 | > loss_disc: 2.208296298980713 (2.295915331159319) | > loss_disc_real_0: 0.08307315409183502 (0.14661269315651485) | > loss_disc_real_1: 0.21999219059944153 (0.19045913645199367) | > loss_disc_real_2: 0.2028340846300125 (0.21008233513150895) | > loss_disc_real_3: 0.2813451588153839 (0.2552344160420554) | > loss_disc_real_4: 0.3418938219547272 (0.29076401250702993) | > loss_disc_real_5: 0.22618895769119263 (0.22354348003864288) | > loss_0: 2.208296298980713 (2.295915331159319) | > loss_gen: 3.036418914794922 (2.5985001836504256) | > loss_kl: 4.277392864227295 (3.4746032782963345) | > loss_feat: 7.073800086975098 (6.610049043382917) | > loss_mel: 19.24265480041504 (19.12000301906041) | > loss_duration: 2.506847381591797 (2.3889154366084506) | > loss_1: 36.13711166381836 (34.192070552280974)  --> STEP: 8 | > loss_disc: 2.6048338413238525 (2.334530144929886) | > loss_disc_real_0: 0.19768351316452026 (0.15299654565751553) | > loss_disc_real_1: 0.29070064425468445 (0.20298932492733002) | > loss_disc_real_2: 0.27619361877441406 (0.2183462455868721) | > loss_disc_real_3: 0.35046133399009705 (0.2671377807855606) | > loss_disc_real_4: 0.3191162347793579 (0.29430804029107094) | > loss_disc_real_5: 0.2516910433769226 (0.22706192545592785) | > loss_0: 2.6048338413238525 (2.334530144929886) | > loss_gen: 2.750793695449829 (2.617536872625351) | > loss_kl: 2.969111680984497 (3.4114168286323547) | > loss_feat: 6.715704917907715 (6.623256027698517) | > loss_mel: 16.774505615234375 (18.826815843582153) | > loss_duration: 2.299757719039917 (2.377770721912384) | > loss_1: 31.509872436523438 (33.85679578781128)  --> STEP: 9 | > loss_disc: 2.432283878326416 (2.3453916708628335) | > loss_disc_real_0: 0.18522624671459198 (0.15657762355274624) | > loss_disc_real_1: 0.22275933623313904 (0.20518599285019767) | > loss_disc_real_2: 0.17401742935180664 (0.2134208215607537) | > loss_disc_real_3: 0.24230460822582245 (0.26437853939003414) | > loss_disc_real_4: 0.3131480813026428 (0.29640137818124557) | > loss_disc_real_5: 0.20322167873382568 (0.22441300915347207) | > loss_0: 2.432283878326416 (2.3453916708628335) | > loss_gen: 2.3708302974700928 (2.5901250309414334) | > loss_kl: 2.8186604976654053 (3.3455550140804715) | > loss_feat: 9.973870277404785 (6.9955464998881025) | > loss_mel: 18.61374282836914 (18.80314106411404) | > loss_duration: 2.1591944694519043 (2.3534844716389975) | > loss_1: 35.93629837036133 (34.08785163031684)  --> STEP: 10 | > loss_disc: 2.4617698192596436 (2.3570294857025145) | > loss_disc_real_0: 0.12562254071235657 (0.15348211526870728) | > loss_disc_real_1: 0.20087400078773499 (0.2047547936439514) | > loss_disc_real_2: 0.26851198077201843 (0.2189299374818802) | > loss_disc_real_3: 0.2682687044143677 (0.2647675558924675) | > loss_disc_real_4: 0.30931901931762695 (0.29769314229488375) | > loss_disc_real_5: 0.30863937735557556 (0.2328356459736824) | > loss_0: 2.4617698192596436 (2.3570294857025145) | > loss_gen: 2.7438149452209473 (2.6054940223693848) | > loss_kl: 2.911262273788452 (3.3021257400512694) | > loss_feat: 6.718512058258057 (6.967843055725098) | > loss_mel: 17.553579330444336 (18.67818489074707) | > loss_duration: 2.414386034011841 (2.359574627876282) | > loss_1: 32.341552734375 (33.913221740722655)  --> STEP: 11 | > loss_disc: 2.3328638076782227 (2.3548326058821245) | > loss_disc_real_0: 0.1700965315103531 (0.15499251674522052) | > loss_disc_real_1: 0.20150798559188843 (0.20445962927558206) | > loss_disc_real_2: 0.22442002594470978 (0.2194290364330465) | > loss_disc_real_3: 0.24861225485801697 (0.2632988921620629) | > loss_disc_real_4: 0.2869322597980499 (0.29671488024971704) | > loss_disc_real_5: 0.23068562150001526 (0.23264018920334903) | > loss_0: 2.3328638076782227 (2.3548326058821245) | > loss_gen: 2.5801775455474854 (2.603192524476485) | > loss_kl: 3.443028211593628 (3.3149350556460293) | > loss_feat: 7.226380348205566 (6.991346445950595) | > loss_mel: 16.560527801513672 (18.48567060990767) | > loss_duration: 2.494802951812744 (2.3718681118705054) | > loss_1: 32.30491638183594 (33.76701216264205)  --> STEP: 12 | > loss_disc: 2.591581106185913 (2.3745616475741067) | > loss_disc_real_0: 0.1146443635225296 (0.15163017064332962) | > loss_disc_real_1: 0.19180968403816223 (0.20340546717246374) | > loss_disc_real_2: 0.22895567119121552 (0.22022292266289392) | > loss_disc_real_3: 0.31432807445526123 (0.26755132401982945) | > loss_disc_real_4: 0.26848170161247253 (0.29436211536328) | > loss_disc_real_5: 0.2715325951576233 (0.23588122303287187) | > loss_0: 2.591581106185913 (2.3745616475741067) | > loss_gen: 2.13785982131958 (2.5644147992134094) | > loss_kl: 2.236772060394287 (3.225088139375051) | > loss_feat: 5.053224563598633 (6.829836289087932) | > loss_mel: 16.267547607421875 (18.300827026367188) | > loss_duration: 2.245004177093506 (2.361296117305755) | > loss_1: 27.94040870666504 (33.28146187464396)  --> STEP: 13 | > loss_disc: 2.39748477935791 (2.3763249654036303) | > loss_disc_real_0: 0.1899130940437317 (0.154575010904899) | > loss_disc_real_1: 0.25681260228157043 (0.2075137083347027) | > loss_disc_real_2: 0.1947566419839859 (0.21826397799528563) | > loss_disc_real_3: 0.28929123282432556 (0.2692236246970984) | > loss_disc_real_4: 0.26481926441192627 (0.292089588367022) | > loss_disc_real_5: 0.22766828536987305 (0.2352494585972566) | > loss_0: 2.39748477935791 (2.3763249654036303) | > loss_gen: 2.851398468017578 (2.5864904660444994) | > loss_kl: 3.3936710357666016 (3.2380560544820933) | > loss_feat: 6.154710292816162 (6.7779035201439495) | > loss_mel: 17.688508987426758 (18.253725638756386) | > loss_duration: 2.3293538093566895 (2.3588390166942883) | > loss_1: 32.41764450073242 (33.21501438434307)  --> STEP: 14 | > loss_disc: 2.409086227416992 (2.3786650555474416) | > loss_disc_real_0: 0.11474651098251343 (0.15173011805330003) | > loss_disc_real_1: 0.1883114129304886 (0.20614211580583028) | > loss_disc_real_2: 0.1759198158979416 (0.21523939498833247) | > loss_disc_real_3: 0.24757732450962067 (0.26767746039799284) | > loss_disc_real_4: 0.2789934277534485 (0.2911541483231953) | > loss_disc_real_5: 0.2314355969429016 (0.2349770399076598) | > loss_0: 2.409086227416992 (2.3786650555474416) | > loss_gen: 2.3140761852264404 (2.5670323031289235) | > loss_kl: 3.1852147579193115 (3.23428167615618) | > loss_feat: 6.502218246459961 (6.758211714880807) | > loss_mel: 20.508686065673828 (18.41479424067906) | > loss_duration: 2.433342456817627 (2.3641606909888124) | > loss_1: 34.943538665771484 (33.3384804044451)  --> STEP: 15 | > loss_disc: 2.6678237915039062 (2.397942304611206) | > loss_disc_real_0: 0.30515068769454956 (0.16195815602938335) | > loss_disc_real_1: 0.24770225584506989 (0.20891279180844624) | > loss_disc_real_2: 0.22397346794605255 (0.21582166651884716) | > loss_disc_real_3: 0.2849758565425873 (0.26883068680763245) | > loss_disc_real_4: 0.27719056606292725 (0.29022324283917744) | > loss_disc_real_5: 0.23347511887550354 (0.23487691183884937) | > loss_0: 2.6678237915039062 (2.397942304611206) | > loss_gen: 2.350970506668091 (2.552628183364868) | > loss_kl: 2.888714551925659 (3.2112438678741455) | > loss_feat: 4.877368927001953 (6.632822195688884) | > loss_mel: 16.118587493896484 (18.261713790893555) | > loss_duration: 2.367842674255371 (2.3644061565399164) | > loss_1: 28.603485107421875 (33.02281405131022)  --> STEP: 16 | > loss_disc: 2.698063373565674 (2.4166998714208603) | > loss_disc_real_0: 0.24845147132873535 (0.16736398823559284) | > loss_disc_real_1: 0.2506658136844635 (0.21152235567569733) | > loss_disc_real_2: 0.2786942720413208 (0.21975120436400175) | > loss_disc_real_3: 0.2632456421852112 (0.2684816215187311) | > loss_disc_real_4: 0.27875378727912903 (0.2895064018666744) | > loss_disc_real_5: 0.22011145949363708 (0.23395407106727362) | > loss_0: 2.698063373565674 (2.4166998714208603) | > loss_gen: 2.251075506210327 (2.5337811410427094) | > loss_kl: 3.467824935913086 (3.2272801846265793) | > loss_feat: 5.069126129150391 (6.535091191530228) | > loss_mel: 14.534558296203613 (18.028766572475433) | > loss_duration: 2.3948159217834473 (2.366306766867637) | > loss_1: 27.7174015045166 (32.69122576713562)  --> STEP: 17 | > loss_disc: 2.39333176612854 (2.4153252769919002) | > loss_disc_real_0: 0.16175363957881927 (0.16703396772637086) | > loss_disc_real_1: 0.19219821691513062 (0.2103856416309581) | > loss_disc_real_2: 0.27612605690956116 (0.22306737216079936) | > loss_disc_real_3: 0.3147200345993042 (0.27120152817052956) | > loss_disc_real_4: 0.3309267461299896 (0.29194289270569296) | > loss_disc_real_5: 0.26153913140296936 (0.23557672167525573) | > loss_0: 2.39333176612854 (2.4153252769919002) | > loss_gen: 2.924339532852173 (2.5567551640903248) | > loss_kl: 2.1237058639526367 (3.1623640481163475) | > loss_feat: 7.052999019622803 (6.565556357888615) | > loss_mel: 18.65788459777832 (18.065773515140307) | > loss_duration: 2.4452219009399414 (2.370948833577773) | > loss_1: 33.20415115356445 (32.72139784869026)  --> STEP: 18 | > loss_disc: 2.6714534759521484 (2.4295546213785806) | > loss_disc_real_0: 0.21366065740585327 (0.169624339375231) | > loss_disc_real_1: 0.22606636583805084 (0.21125679297579658) | > loss_disc_real_2: 0.3220382034778595 (0.2285657516784138) | > loss_disc_real_3: 0.2861737310886383 (0.27203331722153556) | > loss_disc_real_4: 0.3084474205970764 (0.29285981092188096) | > loss_disc_real_5: 0.24878208339214325 (0.23631035288174948) | > loss_0: 2.6714534759521484 (2.4295546213785806) | > loss_gen: 2.4124257564544678 (2.5487368636661105) | > loss_kl: 3.226558208465576 (3.165930390357971) | > loss_feat: 6.8274970054626465 (6.580108616087172) | > loss_mel: 17.643613815307617 (18.042320198482937) | > loss_duration: 2.255531072616577 (2.3645367357465954) | > loss_1: 32.36562728881836 (32.701632817586265)  --> STEP: 19 | > loss_disc: 2.6353230476379395 (2.4403845385501257) | > loss_disc_real_0: 0.17990989983081818 (0.17016568466236717) | > loss_disc_real_1: 0.21784786880016327 (0.21160369170339485) | > loss_disc_real_2: 0.23585031926631927 (0.22894914997251412) | > loss_disc_real_3: 0.31025874614715576 (0.27404518190183136) | > loss_disc_real_4: 0.2918591797351837 (0.2928071461225811) | > loss_disc_real_5: 0.24945813417434692 (0.23700234137083354) | > loss_0: 2.6353230476379395 (2.4403845385501257) | > loss_gen: 2.3687386512756348 (2.5392632735402962) | > loss_kl: 2.1188220977783203 (3.1108194275906214) | > loss_feat: 9.2374267578125 (6.719967465651663) | > loss_mel: 18.14598846435547 (18.047776423002546) | > loss_duration: 2.338165283203125 (2.3631487645600973) | > loss_1: 34.20914077758789 (32.780975341796875)  --> STEP: 20 | > loss_disc: 2.3863439559936523 (2.437682509422302) | > loss_disc_real_0: 0.22746315598487854 (0.17303055822849273) | > loss_disc_real_1: 0.17132817208766937 (0.20958991572260857) | > loss_disc_real_2: 0.3050994873046875 (0.23275666683912277) | > loss_disc_real_3: 0.3069291114807129 (0.27568937838077545) | > loss_disc_real_4: 0.2844027578830719 (0.2923869267106056) | > loss_disc_real_5: 0.24996303021907806 (0.23765037581324577) | > loss_0: 2.3863439559936523 (2.437682509422302) | > loss_gen: 2.9130332469940186 (2.557951772212982) | > loss_kl: 2.1823341846466064 (3.064395165443421) | > loss_feat: 8.001993179321289 (6.784068751335144) | > loss_mel: 18.7613468170166 (18.08345494270325) | > loss_duration: 2.3233871459960938 (2.361160683631897) | > loss_1: 34.18209457397461 (32.85103130340576)  --> STEP: 21 | > loss_disc: 2.4758219718933105 (2.439498674301874) | > loss_disc_real_0: 0.11959719657897949 (0.17048611243565878) | > loss_disc_real_1: 0.17729800939559937 (0.2080522058975129) | > loss_disc_real_2: 0.2270791381597519 (0.23248630833058131) | > loss_disc_real_3: 0.2674744427204132 (0.27529819096837727) | > loss_disc_real_4: 0.24962842464447021 (0.2903508075645992) | > loss_disc_real_5: 0.2263030707836151 (0.23711002795469194) | > loss_0: 2.4758219718933105 (2.439498674301874) | > loss_gen: 2.293673038482666 (2.5453670706067766) | > loss_kl: 3.449014186859131 (3.0827103569394074) | > loss_feat: 5.347642421722412 (6.715667497544062) | > loss_mel: 16.9315242767334 (18.028601101466588) | > loss_duration: 2.1618731021881104 (2.3516707988012406) | > loss_1: 30.183725357055664 (32.72401673453195)  --> STEP: 22 | > loss_disc: 2.4891932010650635 (2.441757516427473) | > loss_disc_real_0: 0.09345220029354095 (0.1669845709746534) | > loss_disc_real_1: 0.25345534086227417 (0.21011598475954749) | > loss_disc_real_2: 0.2137496918439865 (0.231634643944827) | > loss_disc_real_3: 0.23910370469093323 (0.27365298704667523) | > loss_disc_real_4: 0.29205742478370667 (0.2904283810745586) | > loss_disc_real_5: 0.25078555941581726 (0.23773164302110672) | > loss_0: 2.4891932010650635 (2.441757516427473) | > loss_gen: 2.337052583694458 (2.5358982302925805) | > loss_kl: 2.2290759086608887 (3.0439087911085654) | > loss_feat: 7.658412933349609 (6.75851956280795) | > loss_mel: 17.256366729736328 (17.993499539115213) | > loss_duration: 2.206709146499634 (2.3450816327875312) | > loss_1: 31.687618255615234 (32.67690771276301)  --> STEP: 23 | > loss_disc: 2.8012876510620117 (2.4573892614115835) | > loss_disc_real_0: 0.33759838342666626 (0.1744025628203931) | > loss_disc_real_1: 0.229331374168396 (0.21095143647297568) | > loss_disc_real_2: 0.2856311500072479 (0.23398231812145398) | > loss_disc_real_3: 0.3123219311237335 (0.2753342454848082) | > loss_disc_real_4: 0.3047943115234375 (0.29105298674624897) | > loss_disc_real_5: 0.25416654348373413 (0.23844620391078616) | > loss_0: 2.8012876510620117 (2.4573892614115835) | > loss_gen: 2.535853624343872 (2.5358962909035063) | > loss_kl: 2.2766060829162598 (3.0105478037958564) | > loss_feat: 4.296248435974121 (6.65146429642387) | > loss_mel: 16.735450744628906 (17.938801765441895) | > loss_duration: 2.2980270385742188 (2.3430357808652134) | > loss_1: 28.142187118530273 (32.47974594779637)  --> STEP: 24 | > loss_disc: 2.5131475925445557 (2.459712525208791) | > loss_disc_real_0: 0.1577123999595642 (0.17370713936785856) | > loss_disc_real_1: 0.23602195084095 (0.21199604123830795) | > loss_disc_real_2: 0.2254544198513031 (0.23362698902686438) | > loss_disc_real_3: 0.26419737935066223 (0.27487020939588547) | > loss_disc_real_4: 0.2719639241695404 (0.2902576091388861) | > loss_disc_real_5: 0.2712165117263794 (0.23981163340310255) | > loss_0: 2.5131475925445557 (2.459712525208791) | > loss_gen: 2.3819046020507812 (2.5294799705346427) | > loss_kl: 2.2925710678100586 (2.980632106463115) | > loss_feat: 7.162522315979004 (6.672758380572001) | > loss_mel: 17.814388275146484 (17.93361787001292) | > loss_duration: 2.412231683731079 (2.3459189434846244) | > loss_1: 32.06361770629883 (32.4624072710673)  --> STEP: 25 | > loss_disc: 2.569611072540283 (2.4641084671020503) | > loss_disc_real_0: 0.3533691167831421 (0.1808936184644699) | > loss_disc_real_1: 0.22672328352928162 (0.2125851309299469) | > loss_disc_real_2: 0.2208872139453888 (0.23311739802360534) | > loss_disc_real_3: 0.29366335272789 (0.27562193512916566) | > loss_disc_real_4: 0.267480731010437 (0.28934653401374816) | > loss_disc_real_5: 0.27039584517478943 (0.24103500187397003) | > loss_0: 2.569611072540283 (2.4641084671020503) | > loss_gen: 2.8123035430908203 (2.54079291343689) | > loss_kl: 2.7568423748016357 (2.971680517196656) | > loss_feat: 5.124539375305176 (6.610829620361328) | > loss_mel: 16.184741973876953 (17.86366283416748) | > loss_duration: 2.403554916381836 (2.3482243824005127) | > loss_1: 29.281982421875 (32.335190277099606)  --> STEP: 26 | > loss_disc: 2.475759983062744 (2.4645566023313075) | > loss_disc_real_0: 0.170945942401886 (0.1805110155389859) | > loss_disc_real_1: 0.17122766375541687 (0.2109944591155419) | > loss_disc_real_2: 0.14616942405700684 (0.22977324517873618) | > loss_disc_real_3: 0.2913353145122528 (0.276226295874669) | > loss_disc_real_4: 0.27320873737335205 (0.28872584952757907) | > loss_disc_real_5: 0.20327432453632355 (0.2395826681302144) | > loss_0: 2.475759983062744 (2.4645566023313075) | > loss_gen: 2.260030746459961 (2.5299943685531616) | > loss_kl: 2.3451128005981445 (2.947581758865944) | > loss_feat: 7.306237697601318 (6.637576084870559) | > loss_mel: 19.452194213867188 (17.924760194925163) | > loss_duration: 2.2991607189178467 (2.34633731842041) | > loss_1: 33.66273498535156 (32.38624968895545) --> EVAL PERFORMANCE | > avg_loader_time: 0.002346644034752479 (-0.0001420332835270809) | > avg_loss_disc: 2.4645566023313075 (-0.03688550912416977) | > avg_loss_disc_real_0: 0.1805110155389859 (+0.057800716505600855) | > avg_loss_disc_real_1: 0.2109944591155419 (+0.03941012288515386) | > avg_loss_disc_real_2: 0.22977324517873618 (+0.036786121244613945) | > avg_loss_disc_real_3: 0.276226295874669 (+0.030613301465144543) | > avg_loss_disc_real_4: 0.28872584952757907 (+0.09543128340290141) | > avg_loss_disc_real_5: 0.2395826681302144 (+0.02396760336481607) | > avg_loss_0: 2.4645566023313075 (-0.03688550912416977) | > avg_loss_gen: 2.5299943685531616 (+0.5080592036247258) | > avg_loss_kl: 2.947581758865944 (+0.055236935615539995) | > avg_loss_feat: 6.637576084870559 (+0.1697508555192213) | > avg_loss_mel: 17.924760194925163 (+0.7672414046067502) | > avg_loss_duration: 2.34633731842041 (+0.023983661945048862) | > avg_loss_1: 32.38624968895545 (+1.524271818307728)  > EPOCH: 596/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:28:09)   --> TIME: 2024-06-11 17:28:17 -- STEP: 19/330 -- GLOBAL_STEP: 284700 | > loss_disc: 2.3809638023376465 (2.3250279426574707) | > loss_disc_real_0: 0.08962883800268173 (0.10462015082961634) | > loss_disc_real_1: 0.13746339082717896 (0.19893910304496162) | > loss_disc_real_2: 0.17608386278152466 (0.2100675819735778) | > loss_disc_real_3: 0.21504084765911102 (0.22204580432490298) | > loss_disc_real_4: 0.2197750061750412 (0.23085746796507584) | > loss_disc_real_5: 0.25738635659217834 (0.2248575718779313) | > loss_0: 2.3809638023376465 (2.3250279426574707) | > grad_norm_0: tensor(8.7188, device='cuda:0') (tensor(8.6314, device='cuda:0')) | > loss_gen: 2.3379321098327637 (2.4692899678882805) | > loss_kl: 1.9882166385650635 (1.92772240387766) | > loss_feat: 7.9052581787109375 (6.873589289815802) | > loss_mel: 17.348569869995117 (17.901142521908408) | > loss_duration: 2.019212007522583 (2.0791890558443575) | > loss_1: 31.59918975830078 (31.250932894254987) | > grad_norm_1: tensor(44.9199, device='cuda:0') (tensor(74.5850, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3549 (0.3639907209496749) | > loader_time: 0.0034 (0.0032215369375128496)  --> TIME: 2024-06-11 17:28:26 -- STEP: 44/330 -- GLOBAL_STEP: 284725 | > loss_disc: 2.342803716659546 (2.362574962052432) | > loss_disc_real_0: 0.12151426821947098 (0.10820519433102825) | > loss_disc_real_1: 0.23054054379463196 (0.20013568076220425) | > loss_disc_real_2: 0.1759357899427414 (0.21404192630540242) | > loss_disc_real_3: 0.21528717875480652 (0.22679222239689392) | > loss_disc_real_4: 0.23587745428085327 (0.22888268056240949) | > loss_disc_real_5: 0.2164420187473297 (0.22407296774062244) | > loss_0: 2.342803716659546 (2.362574962052432) | > grad_norm_0: tensor(5.1591, device='cuda:0') (tensor(11.5901, device='cuda:0')) | > loss_gen: 2.4665584564208984 (2.455767501484264) | > loss_kl: 2.0038013458251953 (1.948384788903323) | > loss_feat: 6.981125831604004 (6.925534378398549) | > loss_mel: 18.208629608154297 (17.774907112121586) | > loss_duration: 1.933092713356018 (2.026760621504351) | > loss_1: 31.59320831298828 (31.13135424527255) | > grad_norm_1: tensor(191.8825, device='cuda:0') (tensor(96.6124, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3765 (0.36599603024396027) | > loader_time: 0.0034 (0.0033722736618735575)  --> TIME: 2024-06-11 17:28:36 -- STEP: 69/330 -- GLOBAL_STEP: 284750 | > loss_disc: 2.4039268493652344 (2.363406969153363) | > loss_disc_real_0: 0.11935989558696747 (0.10995960570331934) | > loss_disc_real_1: 0.20908448100090027 (0.1996707335330438) | > loss_disc_real_2: 0.22026772797107697 (0.21519376099973486) | > loss_disc_real_3: 0.24750962853431702 (0.22696550946304764) | > loss_disc_real_4: 0.23262758553028107 (0.22985541539779608) | > loss_disc_real_5: 0.23873372375965118 (0.22423413093539252) | > loss_0: 2.4039268493652344 (2.363406969153363) | > grad_norm_0: tensor(15.5500, device='cuda:0') (tensor(10.9581, device='cuda:0')) | > loss_gen: 2.4693808555603027 (2.4535831230274145) | > loss_kl: 1.7148618698120117 (1.9379309467647388) | > loss_feat: 7.249139785766602 (6.908015707264775) | > loss_mel: 17.02004623413086 (17.66253089904785) | > loss_duration: 1.952789545059204 (2.0106254608734804) | > loss_1: 30.406217575073242 (30.972686048867047) | > grad_norm_1: tensor(300.7093, device='cuda:0') (tensor(107.0374, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3843 (0.3680900352588598) | > loader_time: 0.0043 (0.003503284592559372)  --> TIME: 2024-06-11 17:28:45 -- STEP: 94/330 -- GLOBAL_STEP: 284775 | > loss_disc: 2.3510642051696777 (2.360240200732615) | > loss_disc_real_0: 0.1240738034248352 (0.11080178293458959) | > loss_disc_real_1: 0.22090782225131989 (0.2002388167571514) | > loss_disc_real_2: 0.2146352231502533 (0.21343415943866081) | > loss_disc_real_3: 0.21439580619335175 (0.22741195670467743) | > loss_disc_real_4: 0.2424880415201187 (0.2296540897260321) | > loss_disc_real_5: 0.2260642945766449 (0.22286690454533759) | > loss_0: 2.3510642051696777 (2.360240200732615) | > grad_norm_0: tensor(10.7680, device='cuda:0') (tensor(12.2877, device='cuda:0')) | > loss_gen: 2.527316093444824 (2.461875699936075) | > loss_kl: 1.9802166223526 (1.9377524700570614) | > loss_feat: 7.259218692779541 (6.957473891846677) | > loss_mel: 18.405065536499023 (17.663409638912114) | > loss_duration: 2.008822202682495 (2.0064786482364587) | > loss_1: 32.180641174316406 (31.026990302065585) | > grad_norm_1: tensor(163.6372, device='cuda:0') (tensor(126.8713, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3797 (0.3698216549893643) | > loader_time: 0.0037 (0.0035674952446146215)  --> TIME: 2024-06-11 17:28:55 -- STEP: 119/330 -- GLOBAL_STEP: 284800 | > loss_disc: 2.3265955448150635 (2.358892054117025) | > loss_disc_real_0: 0.1294926106929779 (0.11164041301783394) | > loss_disc_real_1: 0.22613170742988586 (0.19906255840754308) | > loss_disc_real_2: 0.1884915977716446 (0.21273132131881073) | > loss_disc_real_3: 0.20750224590301514 (0.22804365801711043) | > loss_disc_real_4: 0.23752883076667786 (0.22988170886240086) | > loss_disc_real_5: 0.21884305775165558 (0.22352366725436779) | > loss_0: 2.3265955448150635 (2.358892054117025) | > grad_norm_0: tensor(14.1041, device='cuda:0') (tensor(12.4871, device='cuda:0')) | > loss_gen: 2.683511257171631 (2.472698598348794) | > loss_kl: 1.9058083295822144 (1.940055102861228) | > loss_feat: 7.295061111450195 (7.023355103340469) | > loss_mel: 17.90766143798828 (17.678222159377672) | > loss_duration: 1.989251732826233 (2.0068002067694146) | > loss_1: 31.781295776367188 (31.121131111593808) | > grad_norm_1: tensor(167.1859, device='cuda:0') (tensor(134.2278, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.36 (0.36902565715693625) | > loader_time: 0.0038 (0.00362200296225668)  --> TIME: 2024-06-11 17:29:04 -- STEP: 144/330 -- GLOBAL_STEP: 284825 | > loss_disc: 2.391256809234619 (2.3647729737891074) | > loss_disc_real_0: 0.11048018932342529 (0.11316528388609488) | > loss_disc_real_1: 0.17510822415351868 (0.1984113980498579) | > loss_disc_real_2: 0.18962165713310242 (0.2136579839926627) | > loss_disc_real_3: 0.23994779586791992 (0.22903563547879457) | > loss_disc_real_4: 0.23137405514717102 (0.23044761249588597) | > loss_disc_real_5: 0.22884482145309448 (0.22376439213338825) | > loss_0: 2.391256809234619 (2.3647729737891074) | > grad_norm_0: tensor(36.8730, device='cuda:0') (tensor(13.9066, device='cuda:0')) | > loss_gen: 2.2963757514953613 (2.4671673526366553) | > loss_kl: 1.9688270092010498 (1.9397602677345276) | > loss_feat: 7.416460990905762 (7.005111005571154) | > loss_mel: 17.583972930908203 (17.666642440689937) | > loss_duration: 2.014380931854248 (2.0112906454337978) | > loss_1: 31.280017852783203 (31.089971741040547) | > grad_norm_1: tensor(320.2880, device='cuda:0') (tensor(149.2913, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3807 (0.36930112871858806) | > loader_time: 0.0042 (0.003708256615532769)  --> TIME: 2024-06-11 17:29:14 -- STEP: 169/330 -- GLOBAL_STEP: 284850 | > loss_disc: 2.365906238555908 (2.3602751740337107) | > loss_disc_real_0: 0.08363818377256393 (0.11311689711357714) | > loss_disc_real_1: 0.20843996107578278 (0.19829034593683728) | > loss_disc_real_2: 0.2778356075286865 (0.2133408783102882) | > loss_disc_real_3: 0.229524165391922 (0.22874417230927732) | > loss_disc_real_4: 0.20974357426166534 (0.2295174126088972) | > loss_disc_real_5: 0.20061132311820984 (0.22321799723707006) | > loss_0: 2.365906238555908 (2.3602751740337107) | > grad_norm_0: tensor(24.0411, device='cuda:0') (tensor(15.9997, device='cuda:0')) | > loss_gen: 2.6207308769226074 (2.47840281068926) | > loss_kl: 2.0292317867279053 (1.9498369136505578) | > loss_feat: 7.454732894897461 (7.022709984751143) | > loss_mel: 17.866455078125 (17.670916664529837) | > loss_duration: 2.0673470497131348 (2.0161034136834246) | > loss_1: 32.03849792480469 (31.137969812697914) | > grad_norm_1: tensor(364.8511, device='cuda:0') (tensor(178.1660, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3881 (0.3710987426825529) | > loader_time: 0.0043 (0.0037976637394470576)  --> TIME: 2024-06-11 17:29:24 -- STEP: 194/330 -- GLOBAL_STEP: 284875 | > loss_disc: 2.3115806579589844 (2.3635761504320736) | > loss_disc_real_0: 0.10243095457553864 (0.1138113012786993) | > loss_disc_real_1: 0.22188888490200043 (0.19902933081708005) | > loss_disc_real_2: 0.20610320568084717 (0.21301852120566614) | > loss_disc_real_3: 0.2653408646583557 (0.2295140302980069) | > loss_disc_real_4: 0.21551084518432617 (0.22994452684196) | > loss_disc_real_5: 0.21409568190574646 (0.22372977934854546) | > loss_0: 2.3115806579589844 (2.3635761504320736) | > grad_norm_0: tensor(22.1004, device='cuda:0') (tensor(18.8375, device='cuda:0')) | > loss_gen: 2.7443840503692627 (2.4824316415590113) | > loss_kl: 2.0201618671417236 (1.9555653720786892) | > loss_feat: 7.015747547149658 (7.023750376455562) | > loss_mel: 17.491897583007812 (17.64587018907684) | > loss_duration: 2.04779052734375 (2.022956410019668) | > loss_1: 31.319982528686523 (31.130574010082128) | > grad_norm_1: tensor(411.7263, device='cuda:0') (tensor(201.0491, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.3947 (0.37439829295443505) | > loader_time: 0.005 (0.003930872248620102)  --> TIME: 2024-06-11 17:29:34 -- STEP: 219/330 -- GLOBAL_STEP: 284900 | > loss_disc: 2.2459278106689453 (2.3632703981443064) | > loss_disc_real_0: 0.12081903219223022 (0.11413832474925202) | > loss_disc_real_1: 0.1758851557970047 (0.19847189094105813) | > loss_disc_real_2: 0.2053242027759552 (0.2132431239434029) | > loss_disc_real_3: 0.23339328169822693 (0.22913679827566016) | > loss_disc_real_4: 0.2379721999168396 (0.23042512184953037) | > loss_disc_real_5: 0.20563583076000214 (0.22368224257747876) | > loss_0: 2.2459278106689453 (2.3632703981443064) | > grad_norm_0: tensor(33.8682, device='cuda:0') (tensor(20.9766, device='cuda:0')) | > loss_gen: 2.6855907440185547 (2.4870706834749545) | > loss_kl: 2.1179704666137695 (1.9627231865713042) | > loss_feat: 7.851883888244629 (7.0228524512896255) | > loss_mel: 17.722074508666992 (17.595165827502935) | > loss_duration: 2.1003501415252686 (2.030427456446433) | > loss_1: 32.47787094116211 (31.098239637401004) | > grad_norm_1: tensor(708.5150, device='cuda:0') (tensor(221.4657, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.4044 (0.377431446014474) | > loader_time: 0.005 (0.004067309915202938)  --> TIME: 2024-06-11 17:29:45 -- STEP: 244/330 -- GLOBAL_STEP: 284925 | > loss_disc: 2.3054285049438477 (2.3634552271639695) | > loss_disc_real_0: 0.14070959389209747 (0.11540933112140561) | > loss_disc_real_1: 0.21422499418258667 (0.19856433723060812) | > loss_disc_real_2: 0.2262154072523117 (0.21279416660793493) | > loss_disc_real_3: 0.23358818888664246 (0.2288284636423236) | > loss_disc_real_4: 0.22627611458301544 (0.2305339069762191) | > loss_disc_real_5: 0.21377971768379211 (0.22366439178586006) | > loss_0: 2.3054285049438477 (2.3634552271639695) | > grad_norm_0: tensor(33.9959, device='cuda:0') (tensor(21.6695, device='cuda:0')) | > loss_gen: 2.465235948562622 (2.4854732575963756) | > loss_kl: 1.877284049987793 (1.9652843636567476) | > loss_feat: 6.4558024406433105 (7.012014498476122) | > loss_mel: 16.68292236328125 (17.55417470462985) | > loss_duration: 2.048206329345703 (2.0390778413561517) | > loss_1: 29.529451370239258 (31.056024692097647) | > grad_norm_1: tensor(320.6271, device='cuda:0') (tensor(234.8991, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.4303 (0.38158623703190536) | > loader_time: 0.0057 (0.004216624087974673)  --> TIME: 2024-06-11 17:29:56 -- STEP: 269/330 -- GLOBAL_STEP: 284950 | > loss_disc: 2.3529772758483887 (2.3673047159684173) | > loss_disc_real_0: 0.09953493624925613 (0.11592583036998834) | > loss_disc_real_1: 0.24703644216060638 (0.19941268479070698) | > loss_disc_real_2: 0.1964198499917984 (0.21312251609497354) | > loss_disc_real_3: 0.22994886338710785 (0.22931872712635198) | > loss_disc_real_4: 0.2026103436946869 (0.2306331861417976) | > loss_disc_real_5: 0.23435404896736145 (0.2239351764487511) | > loss_0: 2.3529772758483887 (2.3673047159684173) | > grad_norm_0: tensor(24.1586, device='cuda:0') (tensor(21.4992, device='cuda:0')) | > loss_gen: 2.404404401779175 (2.4808621167250284) | > loss_kl: 2.0252058506011963 (1.9702372967532134) | > loss_feat: 7.183248519897461 (7.014665855350991) | > loss_mel: 17.313430786132812 (17.521619513132308) | > loss_duration: 2.138795852661133 (2.0470028255951886) | > loss_1: 31.06508445739746 (31.0343876452251) | > grad_norm_1: tensor(323.5917, device='cuda:0') (tensor(231.4939, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.4359 (0.3871533409813523) | > loader_time: 0.0059 (0.004367188450129058)  --> TIME: 2024-06-11 17:30:08 -- STEP: 294/330 -- GLOBAL_STEP: 284975 | > loss_disc: 2.326724052429199 (2.3677678075777413) | > loss_disc_real_0: 0.10416291654109955 (0.11696370977426873) | > loss_disc_real_1: 0.19037781655788422 (0.19908828845843168) | > loss_disc_real_2: 0.20210674405097961 (0.21305878865881034) | > loss_disc_real_3: 0.21168428659439087 (0.22929679110747617) | > loss_disc_real_4: 0.20799344778060913 (0.2306913782646056) | > loss_disc_real_5: 0.18246951699256897 (0.22353069387933835) | > loss_0: 2.326724052429199 (2.3677678075777413) | > grad_norm_0: tensor(26.9239, device='cuda:0') (tensor(21.7070, device='cuda:0')) | > loss_gen: 2.337477445602417 (2.4759253782479944) | > loss_kl: 2.1205883026123047 (1.9737989922770027) | > loss_feat: 7.807156085968018 (7.010015656347985) | > loss_mel: 17.20024871826172 (17.456442748608232) | > loss_duration: 2.2034614086151123 (2.057172789460136) | > loss_1: 31.668930053710938 (30.973355578727464) | > grad_norm_1: tensor(363.1933, device='cuda:0') (tensor(235.5159, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.4594 (0.3930447880102664) | > loader_time: 0.0067 (0.004548183914755477)  --> TIME: 2024-06-11 17:30:21 -- STEP: 319/330 -- GLOBAL_STEP: 285000 | > loss_disc: 2.4887170791625977 (2.3711518650891996) | > loss_disc_real_0: 0.1627798080444336 (0.11836646625707889) | > loss_disc_real_1: 0.2297256737947464 (0.1998534759851085) | > loss_disc_real_2: 0.18992574512958527 (0.21271891424835287) | > loss_disc_real_3: 0.2394055277109146 (0.22958490373946283) | > loss_disc_real_4: 0.26291605830192566 (0.2311652875899521) | > loss_disc_real_5: 0.25224947929382324 (0.2236041629389162) | > loss_0: 2.4887170791625977 (2.3711518650891996) | > grad_norm_0: tensor(53.3358, device='cuda:0') (tensor(22.9761, device='cuda:0')) | > loss_gen: 2.229302167892456 (2.473101266872921) | > loss_kl: 2.0019125938415527 (1.9791430959880913) | > loss_feat: 7.6386237144470215 (7.022418729190166) | > loss_mel: 16.53050994873047 (17.412798839676714) | > loss_duration: 2.2522664070129395 (2.0712337094040865) | > loss_1: 30.65261459350586 (30.958695677754275) | > grad_norm_1: tensor(177.6266, device='cuda:0') (tensor(246.4147, device='cuda:0')) | > current_lr_0: 0.00018564063034855538 | > current_lr_1: 0.00018564063034855538 | > step_time: 0.5586 (0.40283221660362906) | > loader_time: 0.0086 (0.004798509484174482) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_285000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.565275192260742 (2.565275192260742) | > loss_disc_real_0: 0.11103275418281555 (0.11103275418281555) | > loss_disc_real_1: 0.23643995821475983 (0.23643995821475983) | > loss_disc_real_2: 0.30751198530197144 (0.30751198530197144) | > loss_disc_real_3: 0.24414873123168945 (0.24414873123168945) | > loss_disc_real_4: 0.3402337431907654 (0.3402337431907654) | > loss_disc_real_5: 0.23973944783210754 (0.23973944783210754) | > loss_0: 2.565275192260742 (2.565275192260742) | > loss_gen: 2.483450174331665 (2.483450174331665) | > loss_kl: 2.46040678024292 (2.46040678024292) | > loss_feat: 5.2164435386657715 (5.2164435386657715) | > loss_mel: 14.832215309143066 (14.832215309143066) | > loss_duration: 2.982872486114502 (2.982872486114502) | > loss_1: 27.975387573242188 (27.975387573242188)  --> STEP: 1 | > loss_disc: 2.435889482498169 (2.435889482498169) | > loss_disc_real_0: 0.1061750203371048 (0.1061750203371048) | > loss_disc_real_1: 0.26265749335289 (0.26265749335289) | > loss_disc_real_2: 0.24801898002624512 (0.24801898002624512) | > loss_disc_real_3: 0.22467583417892456 (0.22467583417892456) | > loss_disc_real_4: 0.21585020422935486 (0.21585020422935486) | > loss_disc_real_5: 0.2025243043899536 (0.2025243043899536) | > loss_0: 2.435889482498169 (2.435889482498169) | > loss_gen: 2.3291451930999756 (2.3291451930999756) | > loss_kl: 2.6337740421295166 (2.6337740421295166) | > loss_feat: 4.994928359985352 (4.994928359985352) | > loss_mel: 17.47730827331543 (17.47730827331543) | > loss_duration: 2.3801989555358887 (2.3801989555358887) | > loss_1: 29.81535530090332 (29.81535530090332)  --> STEP: 2 | > loss_disc: 2.3656909465789795 (2.400790214538574) | > loss_disc_real_0: 0.08407675474882126 (0.09512588754296303) | > loss_disc_real_1: 0.24356524646282196 (0.253111369907856) | > loss_disc_real_2: 0.3559623658657074 (0.30199067294597626) | > loss_disc_real_3: 0.23716101050376892 (0.23091842234134674) | > loss_disc_real_4: 0.2833130657672882 (0.24958163499832153) | > loss_disc_real_5: 0.27121502161026 (0.2368696630001068) | > loss_0: 2.3656909465789795 (2.400790214538574) | > loss_gen: 2.871155261993408 (2.600150227546692) | > loss_kl: 3.0233516693115234 (2.82856285572052) | > loss_feat: 6.49963903427124 (5.747283697128296) | > loss_mel: 20.300920486450195 (18.889114379882812) | > loss_duration: 2.42050838470459 (2.4003536701202393) | > loss_1: 35.115577697753906 (32.46546649932861)  --> STEP: 3 | > loss_disc: 2.0421292781829834 (2.2812365690867105) | > loss_disc_real_0: 0.13662344217300415 (0.10895840575297673) | > loss_disc_real_1: 0.167478546500206 (0.2245670954386393) | > loss_disc_real_2: 0.24291564524173737 (0.2822989970445633) | > loss_disc_real_3: 0.20547395944595337 (0.22243693470954895) | > loss_disc_real_4: 0.21848611533641815 (0.23921646177768707) | > loss_disc_real_5: 0.18346016108989716 (0.21906649569670358) | > loss_0: 2.0421292781829834 (2.2812365690867105) | > loss_gen: 3.0193417072296143 (2.7398807207743325) | > loss_kl: 3.6103944778442383 (3.0891733964284263) | > loss_feat: 8.983875274658203 (6.826147556304932) | > loss_mel: 17.850467681884766 (18.542898813883465) | > loss_duration: 2.3422884941101074 (2.3809986114501953) | > loss_1: 35.806365966796875 (33.57909965515137)  --> STEP: 4 | > loss_disc: 2.538461685180664 (2.345542848110199) | > loss_disc_real_0: 0.14567464590072632 (0.11813746578991413) | > loss_disc_real_1: 0.282662034034729 (0.23909083008766174) | > loss_disc_real_2: 0.22929079830646515 (0.26904694736003876) | > loss_disc_real_3: 0.2903483211994171 (0.239414781332016) | > loss_disc_real_4: 0.2913174629211426 (0.25224171206355095) | > loss_disc_real_5: 0.252226322889328 (0.2273564524948597) | > loss_0: 2.538461685180664 (2.345542848110199) | > loss_gen: 2.367173910140991 (2.6467040181159973) | > loss_kl: 3.8970203399658203 (3.2911351323127747) | > loss_feat: 4.9263763427734375 (6.351204752922058) | > loss_mel: 18.734371185302734 (18.59076690673828) | > loss_duration: 2.3610377311706543 (2.37600839138031) | > loss_1: 32.285980224609375 (33.25581979751587)  --> STEP: 5 | > loss_disc: 2.2513320446014404 (2.3267006874084473) | > loss_disc_real_0: 0.13622884452342987 (0.12175574153661728) | > loss_disc_real_1: 0.30852264165878296 (0.252977192401886) | > loss_disc_real_2: 0.2407512366771698 (0.26338780522346494) | > loss_disc_real_3: 0.22625696659088135 (0.23678321838378907) | > loss_disc_real_4: 0.18011531233787537 (0.23781643211841583) | > loss_disc_real_5: 0.11664576083421707 (0.20521431416273117) | > loss_0: 2.2513320446014404 (2.3267006874084473) | > loss_gen: 2.6452555656433105 (2.64641432762146) | > loss_kl: 2.4178779125213623 (3.116483688354492) | > loss_feat: 6.5182671546936035 (6.3846172332763675) | > loss_mel: 19.697071075439453 (18.812027740478516) | > loss_duration: 2.413163900375366 (2.3834394931793215) | > loss_1: 33.69163513183594 (33.342982864379884)  --> STEP: 6 | > loss_disc: 2.7138020992279053 (2.391217589378357) | > loss_disc_real_0: 0.20404085516929626 (0.13546992714206377) | > loss_disc_real_1: 0.40212371945381165 (0.2778349469105403) | > loss_disc_real_2: 0.39249908924102783 (0.28490635255972546) | > loss_disc_real_3: 0.2263706475496292 (0.23504778991142908) | > loss_disc_real_4: 0.22421033680438995 (0.23554874956607819) | > loss_disc_real_5: 0.20731952786445618 (0.20556518311301866) | > loss_0: 2.7138020992279053 (2.391217589378357) | > loss_gen: 2.5208938121795654 (2.6254942417144775) | > loss_kl: 2.5668160915374756 (3.0248724222183228) | > loss_feat: 5.503762722015381 (6.237808148066203) | > loss_mel: 19.566904067993164 (18.937840461730957) | > loss_duration: 2.1685309410095215 (2.3476214011510215) | > loss_1: 32.326904296875 (33.1736364364624)  --> STEP: 7 | > loss_disc: 2.448992967605591 (2.3994712148393904) | > loss_disc_real_0: 0.17739883065223694 (0.14145977050065994) | > loss_disc_real_1: 0.3003446161746979 (0.2810506139482771) | > loss_disc_real_2: 0.25938814878463745 (0.28126089487757) | > loss_disc_real_3: 0.2492029070854187 (0.23706994950771332) | > loss_disc_real_4: 0.23745283484458923 (0.23582076174872263) | > loss_disc_real_5: 0.19826026260852814 (0.2045216230409486) | > loss_0: 2.448992967605591 (2.3994712148393904) | > loss_gen: 2.5206730365753174 (2.6105197838374545) | > loss_kl: 3.904296875 (3.1505044869014194) | > loss_feat: 7.439260005950928 (6.40944412776402) | > loss_mel: 18.83545684814453 (18.923214231218612) | > loss_duration: 2.54026460647583 (2.3751418590545654) | > loss_1: 35.239952087402344 (33.46882438659668)  --> STEP: 8 | > loss_disc: 2.2559380531311035 (2.3815295696258545) | > loss_disc_real_0: 0.10239578783512115 (0.1365767726674676) | > loss_disc_real_1: 0.23135724663734436 (0.2748389430344105) | > loss_disc_real_2: 0.22068239748477936 (0.2736885827034712) | > loss_disc_real_3: 0.28441479802131653 (0.24298805557191372) | > loss_disc_real_4: 0.2875913381576538 (0.24229208379983902) | > loss_disc_real_5: 0.2640462815761566 (0.2119622053578496) | > loss_0: 2.2559380531311035 (2.3815295696258545) | > loss_gen: 2.8808484077453613 (2.644310861825943) | > loss_kl: 2.969658851623535 (3.127898782491684) | > loss_feat: 9.822223663330078 (6.836041569709778) | > loss_mel: 19.459928512573242 (18.99030351638794) | > loss_duration: 2.242440700531006 (2.3585542142391205) | > loss_1: 37.375099182128906 (33.95710873603821)  --> STEP: 9 | > loss_disc: 2.4341835975646973 (2.387380017174615) | > loss_disc_real_0: 0.2268332839012146 (0.1466052739156617) | > loss_disc_real_1: 0.2892311215400696 (0.2764380739794837) | > loss_disc_real_2: 0.3298659324645996 (0.2799305104547077) | > loss_disc_real_3: 0.29411232471466064 (0.24866852992110783) | > loss_disc_real_4: 0.18186776340007782 (0.2355782704220878) | > loss_disc_real_5: 0.19851601123809814 (0.21046818378898832) | > loss_0: 2.4341835975646973 (2.387380017174615) | > loss_gen: 2.7173919677734375 (2.6524309847089977) | > loss_kl: 2.493617296218872 (3.057423061794705) | > loss_feat: 8.156342506408691 (6.982741673787435) | > loss_mel: 19.13099479675293 (19.00593588087294) | > loss_duration: 2.1685376167297363 (2.3374412589603) | > loss_1: 34.6668815612793 (34.035972383287216)  --> STEP: 10 | > loss_disc: 2.63761568069458 (2.4124035835266113) | > loss_disc_real_0: 0.08882541954517365 (0.1408272884786129) | > loss_disc_real_1: 0.2409777194261551 (0.27289203852415084) | > loss_disc_real_2: 0.29888975620269775 (0.28182643502950666) | > loss_disc_real_3: 0.23058871924877167 (0.2468605488538742) | > loss_disc_real_4: 0.2899051010608673 (0.24101095348596574) | > loss_disc_real_5: 0.2730950713157654 (0.21673087254166604) | > loss_0: 2.63761568069458 (2.4124035835266113) | > loss_gen: 2.2561516761779785 (2.612803053855896) | > loss_kl: 2.2666807174682617 (2.9783488273620606) | > loss_feat: 5.692751884460449 (6.853742694854736) | > loss_mel: 19.002721786499023 (19.005614471435546) | > loss_duration: 2.3713455200195312 (2.340831685066223) | > loss_1: 31.589651107788086 (33.7913402557373)  --> STEP: 11 | > loss_disc: 2.4908528327941895 (2.4195353334600274) | > loss_disc_real_0: 0.19931304454803467 (0.1461441753940149) | > loss_disc_real_1: 0.2389889359474182 (0.2698099382899024) | > loss_disc_real_2: 0.2043374478816986 (0.2747819816524332) | > loss_disc_real_3: 0.261653870344162 (0.24820539626208218) | > loss_disc_real_4: 0.21402883529663086 (0.23855803365057165) | > loss_disc_real_5: 0.2834833562374115 (0.22279928015037018) | > loss_0: 2.4908528327941895 (2.4195353334600274) | > loss_gen: 2.571807384490967 (2.6090761748227207) | > loss_kl: 3.442136526107788 (3.020511345429854) | > loss_feat: 7.158534526824951 (6.881451043215665) | > loss_mel: 16.92230224609375 (18.81622245094993) | > loss_duration: 2.5023422241210938 (2.3555144613439385) | > loss_1: 32.59712219238281 (33.68277497725053)  --> STEP: 12 | > loss_disc: 2.429276943206787 (2.4203471342722573) | > loss_disc_real_0: 0.12313592433929443 (0.14422682113945487) | > loss_disc_real_1: 0.24246841669082642 (0.2675314781566461) | > loss_disc_real_2: 0.332655668258667 (0.27960478886961937) | > loss_disc_real_3: 0.2642045319080353 (0.24953865756591162) | > loss_disc_real_4: 0.21471138298511505 (0.2365708127617836) | > loss_disc_real_5: 0.22064320743083954 (0.22261960742374262) | > loss_0: 2.429276943206787 (2.4203471342722573) | > loss_gen: 2.4976882934570312 (2.59979385137558) | > loss_kl: 3.05069637298584 (3.023026764392853) | > loss_feat: 4.920548915863037 (6.718042532602946) | > loss_mel: 15.357995986938477 (18.528036912282307) | > loss_duration: 2.2860517501831055 (2.349725902080536) | > loss_1: 28.112979888916016 (33.21862538655599)  --> STEP: 13 | > loss_disc: 2.4498398303985596 (2.42261580320505) | > loss_disc_real_0: 0.11285103112459183 (0.14181329883061927) | > loss_disc_real_1: 0.32762065529823303 (0.27215372255215275) | > loss_disc_real_2: 0.340457022190094 (0.28428572989427126) | > loss_disc_real_3: 0.2956163287162781 (0.2530830938082475) | > loss_disc_real_4: 0.2692396640777588 (0.23908380132455093) | > loss_disc_real_5: 0.22818365693092346 (0.2230476112319873) | > loss_0: 2.4498398303985596 (2.42261580320505) | > loss_gen: 2.9671123027801514 (2.6280491168682394) | > loss_kl: 2.976761817932129 (3.0194679223574123) | > loss_feat: 9.056977272033691 (6.897960589482234) | > loss_mel: 17.00657081604004 (18.411001058725212) | > loss_duration: 2.2482378482818604 (2.341919128711407) | > loss_1: 34.25566101074219 (33.29839735764723)  --> STEP: 14 | > loss_disc: 2.574734926223755 (2.433481454849243) | > loss_disc_real_0: 0.16124257445335388 (0.1432011042322432) | > loss_disc_real_1: 0.3202870488166809 (0.27559181728533333) | > loss_disc_real_2: 0.3007985055446625 (0.2854652138692992) | > loss_disc_real_3: 0.30844712257385254 (0.257037667291505) | > loss_disc_real_4: 0.2794671654701233 (0.24196832733494894) | > loss_disc_real_5: 0.2753201723098755 (0.22678136559469358) | > loss_0: 2.574734926223755 (2.433481454849243) | > loss_gen: 2.666424512863159 (2.630790216582162) | > loss_kl: 3.5372302532196045 (3.0564509459904263) | > loss_feat: 5.718465805053711 (6.813710962023054) | > loss_mel: 19.79950523376465 (18.510179928370885) | > loss_duration: 2.338379383087158 (2.3416662897382463) | > loss_1: 34.06000518798828 (33.35279791695731)  --> STEP: 15 | > loss_disc: 2.5224649906158447 (2.4394136905670165) | > loss_disc_real_0: 0.20704233646392822 (0.1474571863810222) | > loss_disc_real_1: 0.34212735295295715 (0.28002751966317496) | > loss_disc_real_2: 0.21630501747131348 (0.2808545341094335) | > loss_disc_real_3: 0.32082831859588623 (0.2612903773784637) | > loss_disc_real_4: 0.19468951225280762 (0.23881640632947285) | > loss_disc_real_5: 0.23447293043136597 (0.2272941365838051) | > loss_0: 2.5224649906158447 (2.4394136905670165) | > loss_gen: 2.6367108821868896 (2.6311849276224772) | > loss_kl: 3.19877290725708 (3.0659390767415364) | > loss_feat: 7.4242095947265625 (6.8544108708699545) | > loss_mel: 19.32547950744629 (18.564533233642578) | > loss_duration: 2.4109601974487305 (2.346285883585612) | > loss_1: 34.996131896972656 (33.462353515625)  --> STEP: 16 | > loss_disc: 2.624725341796875 (2.4509956687688828) | > loss_disc_real_0: 0.1658322811126709 (0.14860562980175024) | > loss_disc_real_1: 0.2049400806427002 (0.2753345547243953) | > loss_disc_real_2: 0.23050031065940857 (0.27770739514380693) | > loss_disc_real_3: 0.3120027184486389 (0.2644598986953497) | > loss_disc_real_4: 0.28140002489089966 (0.24147788248956203) | > loss_disc_real_5: 0.2404298186302185 (0.22811511671170592) | > loss_0: 2.624725341796875 (2.4509956687688828) | > loss_gen: 2.270383358001709 (2.608634829521179) | > loss_kl: 2.4859869480133057 (3.029692068696022) | > loss_feat: 6.60330057144165 (6.838716477155685) | > loss_mel: 15.556047439575195 (18.376502871513367) | > loss_duration: 2.383193254470825 (2.348592594265938) | > loss_1: 29.298913955688477 (33.20213854312897)  --> STEP: 17 | > loss_disc: 2.476964235305786 (2.4525232315063477) | > loss_disc_real_0: 0.1383889764547348 (0.14800465019310227) | > loss_disc_real_1: 0.23572057485580444 (0.27300432061447816) | > loss_disc_real_2: 0.2617000341415405 (0.2767657856730854) | > loss_disc_real_3: 0.25117260217666626 (0.26367829301778006) | > loss_disc_real_4: 0.2284601330757141 (0.24071213252404156) | > loss_disc_real_5: 0.21546491980552673 (0.2273709874819307) | > loss_0: 2.476964235305786 (2.4525232315063477) | > loss_gen: 2.3500900268554688 (2.5934263117173137) | > loss_kl: 2.466207504272461 (2.9965459178475773) | > loss_feat: 7.03432035446167 (6.850222587585449) | > loss_mel: 17.64259910583496 (18.333332061767578) | > loss_duration: 2.468717575073242 (2.355658769607544) | > loss_1: 31.96193504333496 (33.12918539608226)  --> STEP: 18 | > loss_disc: 2.4643940925598145 (2.453182723787096) | > loss_disc_real_0: 0.04917193576693535 (0.142513943836093) | > loss_disc_real_1: 0.26469099521636963 (0.27254246920347214) | > loss_disc_real_2: 0.15552918612957 (0.270030419031779) | > loss_disc_real_3: 0.2500239312648773 (0.26291971736484104) | > loss_disc_real_4: 0.3350585401058197 (0.24595359961191812) | > loss_disc_real_5: 0.2602860629558563 (0.22919960278603765) | > loss_0: 2.4643940925598145 (2.453182723787096) | > loss_gen: 2.3525900840759277 (2.5800465212927923) | > loss_kl: 2.32728910446167 (2.959364983770582) | > loss_feat: 8.274415969848633 (6.929344442155626) | > loss_mel: 17.527572631835938 (18.2885676489936) | > loss_duration: 2.225381851196289 (2.348421163029141) | > loss_1: 32.707252502441406 (33.10574467976888)  --> STEP: 19 | > loss_disc: 2.4319822788238525 (2.4520669108942936) | > loss_disc_real_0: 0.18094754219055176 (0.14453676480211713) | > loss_disc_real_1: 0.31236764788627625 (0.2746385312394092) | > loss_disc_real_2: 0.28224730491638184 (0.2706734130257054) | > loss_disc_real_3: 0.2683456242084503 (0.26320529140924154) | > loss_disc_real_4: 0.25446179509162903 (0.24640139937400818) | > loss_disc_real_5: 0.16350170969963074 (0.22574181893938466) | > loss_0: 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(6.983568406105041) | > loss_mel: 18.58165740966797 (18.263012886047363) | > loss_duration: 2.346297264099121 (2.3496246218681334) | > loss_1: 33.33850860595703 (33.083002471923834)  --> STEP: 21 | > loss_disc: 2.406339168548584 (2.4484311171940396) | > loss_disc_real_0: 0.11360394209623337 (0.1423501601176603) | > loss_disc_real_1: 0.25076624751091003 (0.27520465212208883) | > loss_disc_real_2: 0.25647199153900146 (0.27222079464367455) | > loss_disc_real_3: 0.18210622668266296 (0.25819283723831177) | > loss_disc_real_4: 0.1924026608467102 (0.2430179530665988) | > loss_disc_real_5: 0.24824249744415283 (0.22795949202208293) | > loss_0: 2.406339168548584 (2.4484311171940396) | > loss_gen: 2.4039719104766846 (2.586445104508173) | > loss_kl: 3.1763854026794434 (2.9048068353108) | > loss_feat: 5.777229309082031 (6.926123687199184) | > loss_mel: 17.138729095458984 (18.209475562686013) | > loss_duration: 2.229628086090088 (2.343910501116798) | > loss_1: 30.72594451904297 (32.97076161702474)  --> STEP: 22 | > loss_disc: 2.581552028656006 (2.454482067715038) | > loss_disc_real_0: 0.12116191536188126 (0.1413870580833067) | > loss_disc_real_1: 0.18600821495056152 (0.27115026861429214) | > loss_disc_real_2: 0.2612679600715637 (0.2717229385267604) | > loss_disc_real_3: 0.260339617729187 (0.2582904181697152) | > loss_disc_real_4: 0.29624998569488525 (0.24543759091333908) | > loss_disc_real_5: 0.2422540932893753 (0.22860924662514168) | > loss_0: 2.581552028656006 (2.454482067715038) | > loss_gen: 2.3556549549102783 (2.5759546431628144) | > loss_kl: 2.4113309383392334 (2.882376112721183) | > loss_feat: 7.495937824249268 (6.952024329792369) | > loss_mel: 19.178651809692383 (18.253529028459027) | > loss_duration: 2.190917730331421 (2.3369562842629175) | > loss_1: 33.63249206542969 (33.00084027377042)  --> STEP: 23 | > loss_disc: 2.6885879039764404 (2.464660582335099) | > loss_disc_real_0: 0.2649620771408081 (0.14675988499885023) | > loss_disc_real_1: 0.34561192989349365 (0.27438773214817047) | > loss_disc_real_2: 0.2540317177772522 (0.2709537550159122) | > loss_disc_real_3: 0.3043263852596283 (0.26029198195623315) | > loss_disc_real_4: 0.25621160864830017 (0.24590602646703305) | > loss_disc_real_5: 0.2595345377922058 (0.22995382450197055) | > loss_0: 2.6885879039764404 (2.464660582335099) | > loss_gen: 2.4808695316314697 (2.5718205078788428) | > loss_kl: 2.338531494140625 (2.8587306945220283) | > loss_feat: 4.8292999267578125 (6.859731964443041) | > loss_mel: 17.01750946044922 (18.19978904724121) | > loss_duration: 2.2545552253723145 (2.3333736295285434) | > loss_1: 28.920764923095703 (32.823445693306304)  --> STEP: 24 | > loss_disc: 2.7057547569274902 (2.4747061729431157) | > loss_disc_real_0: 0.10996121168136597 (0.14522660694395506) | > loss_disc_real_1: 0.22441129386425018 (0.2723053805530071) | > loss_disc_real_2: 0.31445589661598206 (0.27276634424924845) | > loss_disc_real_3: 0.2981899678707123 (0.2618710647026698) | > loss_disc_real_4: 0.2941361367702484 (0.2479156143963337) | > loss_disc_real_5: 0.25155842304229736 (0.2308540161078175) | > loss_0: 2.7057547569274902 (2.4747061729431157) | > loss_gen: 2.3397910594940186 (2.5621526141961417) | > loss_kl: 2.294388771057129 (2.835216447710991) | > loss_feat: 7.415329933166504 (6.8828818798065186) | > loss_mel: 18.635379791259766 (18.217938661575317) | > loss_duration: 2.4176502227783203 (2.3368851542472844) | > loss_1: 33.1025390625 (32.83507458368938)  --> STEP: 25 | > loss_disc: 2.348417282104492 (2.469654617309571) | > loss_disc_real_0: 0.08427878469228745 (0.14278869405388836) | > loss_disc_real_1: 0.2605293393135071 (0.2718343389034271) | > loss_disc_real_2: 0.31479915976524353 (0.27444765686988826) | > loss_disc_real_3: 0.25507861375808716 (0.2615993666648865) | > loss_disc_real_4: 0.2540951073169708 (0.24816279411315917) | > loss_disc_real_5: 0.21206407248973846 (0.23010241836309434) | > loss_0: 2.348417282104492 (2.469654617309571) | > loss_gen: 2.4815449714660645 (2.5589283084869385) | > loss_kl: 2.6838831901550293 (2.8291631174087524) | > loss_feat: 5.82418966293335 (6.840534191131592) | > loss_mel: 15.470190048217773 (18.108028717041016) | > loss_duration: 2.4002022743225098 (2.3394178390502933) | > loss_1: 28.860010147094727 (32.67607200622559)  --> STEP: 26 | > loss_disc: 2.3763952255249023 (2.466067717625545) | > loss_disc_real_0: 0.2723492383956909 (0.14777179191318845) | > loss_disc_real_1: 0.21563157439231873 (0.2696726941145383) | > loss_disc_real_2: 0.1074753850698471 (0.26802564641604054) | > loss_disc_real_3: 0.13640493154525757 (0.2567841960833623) | > loss_disc_real_4: 0.2713543176651001 (0.24905477578823382) | > loss_disc_real_5: 0.14878657460212708 (0.22697488591074944) | > loss_0: 2.3763952255249023 (2.466067717625545) | > loss_gen: 2.435755491256714 (2.554190892439622) | > loss_kl: 2.4026126861572266 (2.812757331591386) | > loss_feat: 13.063895225524902 (7.07989423091595) | > loss_mel: 19.732776641845703 (18.170519021841194) | > loss_duration: 2.2850241661071777 (2.3373257747063274) | > loss_1: 39.92006301879883 (32.954687045170715) --> EVAL PERFORMANCE | > avg_loader_time: 0.002561670083266038 (+0.00021502604851355916) | > avg_loss_disc: 2.466067717625545 (+0.0015111152942375305) | > avg_loss_disc_real_0: 0.14777179191318845 (-0.03273922362579745) | > avg_loss_disc_real_1: 0.2696726941145383 (+0.05867823499899641) | > avg_loss_disc_real_2: 0.26802564641604054 (+0.03825240123730436) | > avg_loss_disc_real_3: 0.2567841960833623 (-0.019442099791306733) | > avg_loss_disc_real_4: 0.24905477578823382 (-0.03967107373934525) | > avg_loss_disc_real_5: 0.22697488591074944 (-0.012607782219464958) | > avg_loss_0: 2.466067717625545 (+0.0015111152942375305) | > avg_loss_gen: 2.554190892439622 (+0.02419652388646032) | > avg_loss_kl: 2.812757331591386 (-0.134824427274558) | > avg_loss_feat: 7.07989423091595 (+0.4423181460453911) | > avg_loss_mel: 18.170519021841194 (+0.24575882691603113) | > avg_loss_duration: 2.3373257747063274 (-0.009011543714082748) | > avg_loss_1: 32.954687045170715 (+0.5684373562152629)  > EPOCH: 597/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:30:50)   --> TIME: 2024-06-11 17:30:59 -- STEP: 14/330 -- GLOBAL_STEP: 285025 | > loss_disc: 2.366748809814453 (2.3696074996675764) | > loss_disc_real_0: 0.10667788982391357 (0.1058595861707415) | > loss_disc_real_1: 0.24280641973018646 (0.2152073777147702) | > loss_disc_real_2: 0.2097582370042801 (0.20813543455941336) | > loss_disc_real_3: 0.2561134397983551 (0.22858938042606627) | > loss_disc_real_4: 0.28247252106666565 (0.23783393949270248) | > loss_disc_real_5: 0.24387425184249878 (0.22074461515460694) | > loss_0: 2.366748809814453 (2.3696074996675764) | > grad_norm_0: tensor(7.4861, device='cuda:0') (tensor(9.4958, device='cuda:0')) | > loss_gen: 2.5218939781188965 (2.516450354031154) | > loss_kl: 1.732811689376831 (1.9376088295664107) | > loss_feat: 7.299002647399902 (7.269605568477085) | > loss_mel: 16.859521865844727 (18.00404875619071) | > loss_duration: 2.0069265365600586 (2.0905417118753706) | > loss_1: 30.42015838623047 (31.81825569697789) | > grad_norm_1: tensor(52.5093, device='cuda:0') (tensor(146.9927, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3459 (0.35754455838884625) | > loader_time: 0.1778 (0.1884887559073312)  --> TIME: 2024-06-11 17:31:09 -- STEP: 39/330 -- GLOBAL_STEP: 285050 | > loss_disc: 2.251368761062622 (2.3491275065984483) | > loss_disc_real_0: 0.14299745857715607 (0.1101805519981262) | > loss_disc_real_1: 0.1693536788225174 (0.20596081629777566) | > loss_disc_real_2: 0.1968286633491516 (0.20876878538192847) | > loss_disc_real_3: 0.21459642052650452 (0.22888366152078676) | > loss_disc_real_4: 0.20831575989723206 (0.23156133599770376) | > loss_disc_real_5: 0.20461681485176086 (0.22030985890290675) | > loss_0: 2.251368761062622 (2.3491275065984483) | > grad_norm_0: tensor(7.6019, device='cuda:0') (tensor(12.3736, device='cuda:0')) | > loss_gen: 2.4401051998138428 (2.5188743884746847) | > loss_kl: 1.957790732383728 (1.9080825707851312) | > loss_feat: 7.802868366241455 (7.206695568867219) | > loss_mel: 17.722827911376953 (17.850358963012695) | > loss_duration: 2.0189781188964844 (2.0318969579843373) | > loss_1: 31.942569732666016 (31.515908510257038) | > grad_norm_1: tensor(194.1468, device='cuda:0') (tensor(162.5991, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3458 (0.3599628913096892) | > loader_time: 0.0037 (0.06975900209867035)  --> TIME: 2024-06-11 17:31:18 -- STEP: 64/330 -- GLOBAL_STEP: 285075 | > loss_disc: 2.441200017929077 (2.3573561757802963) | > loss_disc_real_0: 0.1253034621477127 (0.11154292593710124) | > loss_disc_real_1: 0.24008309841156006 (0.20329107204452157) | > loss_disc_real_2: 0.2129453420639038 (0.20983430976048112) | > loss_disc_real_3: 0.25803622603416443 (0.22849979321472347) | > loss_disc_real_4: 0.2232595682144165 (0.2313337861560285) | > loss_disc_real_5: 0.23586510121822357 (0.2200741416309029) | > loss_0: 2.441200017929077 (2.3573561757802963) | > grad_norm_0: tensor(7.8959, device='cuda:0') (tensor(12.4157, device='cuda:0')) | > loss_gen: 2.384580612182617 (2.5114196836948395) | > loss_kl: 2.0332143306732178 (1.9218081068247557) | > loss_feat: 6.996550559997559 (7.173206336796284) | > loss_mel: 17.707983016967773 (17.76585665345192) | > loss_duration: 2.004030704498291 (2.013610182330012) | > loss_1: 31.126358032226562 (31.38590094447136) | > grad_norm_1: tensor(192.9231, device='cuda:0') (tensor(152.8300, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.382 (0.3683791644871235) | > loader_time: 0.0038 (0.043884441256523125)  --> TIME: 2024-06-11 17:31:28 -- STEP: 89/330 -- GLOBAL_STEP: 285100 | > loss_disc: 2.344804525375366 (2.364075931270471) | > loss_disc_real_0: 0.1358434408903122 (0.11305384614159551) | > loss_disc_real_1: 0.22509931027889252 (0.20290146449978433) | > loss_disc_real_2: 0.212824285030365 (0.20999904562917987) | > loss_disc_real_3: 0.2290494441986084 (0.2301243431447597) | > loss_disc_real_4: 0.26341164112091064 (0.2326936668224549) | > loss_disc_real_5: 0.25640130043029785 (0.22180602155374676) | > loss_0: 2.344804525375366 (2.364075931270471) | > grad_norm_0: tensor(18.8833, device='cuda:0') (tensor(12.3208, device='cuda:0')) | > loss_gen: 2.5387439727783203 (2.4978853316789262) | > loss_kl: 1.9445520639419556 (1.9270467182223716) | > loss_feat: 6.651350021362305 (7.118331839529316) | > loss_mel: 17.110082626342773 (17.758184797308413) | > loss_duration: 2.0155985355377197 (2.006938415966677) | > loss_1: 30.26032829284668 (31.308387091990266) | > grad_norm_1: tensor(286.0064, device='cuda:0') (tensor(146.8960, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3867 (0.37026762694455256) | > loader_time: 0.0036 (0.03259510672494268)  --> TIME: 2024-06-11 17:31:37 -- STEP: 114/330 -- GLOBAL_STEP: 285125 | > loss_disc: 2.3458659648895264 (2.3583856695576717) | > loss_disc_real_0: 0.13767680525779724 (0.1137544896388263) | > loss_disc_real_1: 0.1590406596660614 (0.20129560953692385) | > loss_disc_real_2: 0.23834902048110962 (0.20927850627585462) | > loss_disc_real_3: 0.25308093428611755 (0.23025983114514434) | > loss_disc_real_4: 0.22664564847946167 (0.23201432131361543) | > loss_disc_real_5: 0.2459704726934433 (0.2212449182805262) | > loss_0: 2.3458659648895264 (2.3583856695576717) | > grad_norm_0: tensor(6.8914, device='cuda:0') (tensor(12.9167, device='cuda:0')) | > loss_gen: 2.5133867263793945 (2.5005267377485305) | > loss_kl: 2.02091383934021 (1.9255535058807909) | > loss_feat: 7.217940330505371 (7.101804407019364) | > loss_mel: 17.921585083007812 (17.703939638639753) | > loss_duration: 2.0265820026397705 (2.007600858546139) | > loss_1: 31.700407028198242 (31.239425140514708) | > grad_norm_1: tensor(162.5197, device='cuda:0') (tensor(160.3163, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3827 (0.3715713024139404) | > loader_time: 0.0047 (0.026325144265827386)  --> TIME: 2024-06-11 17:31:47 -- STEP: 139/330 -- GLOBAL_STEP: 285150 | > loss_disc: 2.4761404991149902 (2.366863468568102) | > loss_disc_real_0: 0.1575753539800644 (0.11477783976270142) | > loss_disc_real_1: 0.24570226669311523 (0.2012859510003234) | > loss_disc_real_2: 0.20278362929821014 (0.21110980920225597) | > loss_disc_real_3: 0.24398495256900787 (0.2309688556966164) | > loss_disc_real_4: 0.2528091073036194 (0.23147666046945312) | > loss_disc_real_5: 0.23803989589214325 (0.22198415906738034) | > loss_0: 2.4761404991149902 (2.366863468568102) | > grad_norm_0: tensor(36.2548, device='cuda:0') (tensor(14.6901, device='cuda:0')) | > loss_gen: 2.4588351249694824 (2.492409807314975) | > loss_kl: 2.0044360160827637 (1.9289347302141806) | > loss_feat: 6.346946716308594 (7.0765145768364555) | > loss_mel: 16.881460189819336 (17.72603162587118) | > loss_duration: 2.085637331008911 (2.013084531688003) | > loss_1: 29.77731704711914 (31.236975292507694) | > grad_norm_1: tensor(336.4797, device='cuda:0') (tensor(178.0154, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3695 (0.3725118345493893) | > loader_time: 0.0039 (0.022336357789073922)  --> TIME: 2024-06-11 17:31:57 -- STEP: 164/330 -- GLOBAL_STEP: 285175 | > loss_disc: 2.4512393474578857 (2.3651855558883854) | > loss_disc_real_0: 0.14855246245861053 (0.11559057958060648) | > loss_disc_real_1: 0.20619797706604004 (0.20013601914411638) | > loss_disc_real_2: 0.20119914412498474 (0.2114420544083525) | > loss_disc_real_3: 0.20900124311447144 (0.22968971102339467) | > loss_disc_real_4: 0.20532825589179993 (0.23127284727808906) | > loss_disc_real_5: 0.22439491748809814 (0.2218138927184954) | > loss_0: 2.4512393474578857 (2.3651855558883854) | > grad_norm_0: tensor(65.2594, device='cuda:0') (tensor(17.5653, device='cuda:0')) | > loss_gen: 2.4372339248657227 (2.497370875463252) | > loss_kl: 1.9226244688034058 (1.9366051961735982) | > loss_feat: 6.972466945648193 (7.069631794603859) | > loss_mel: 17.242271423339844 (17.71492255606302) | > loss_duration: 2.083271026611328 (2.016001425865219) | > loss_1: 30.657867431640625 (31.234531891055223) | > grad_norm_1: tensor(325.1156, device='cuda:0') (tensor(199.6723, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3825 (0.3736544818412967) | > loader_time: 0.0043 (0.0195978153042677)  --> TIME: 2024-06-11 17:32:07 -- STEP: 189/330 -- GLOBAL_STEP: 285200 | > loss_disc: 2.2934012413024902 (2.3601331937880747) | > loss_disc_real_0: 0.08095647394657135 (0.11463013043006261) | > loss_disc_real_1: 0.19371940195560455 (0.1998804947213521) | > loss_disc_real_2: 0.23144790530204773 (0.21118659892725564) | > loss_disc_real_3: 0.2343517690896988 (0.22931001047608712) | > loss_disc_real_4: 0.21625249087810516 (0.23081923445696553) | > loss_disc_real_5: 0.21619567275047302 (0.22186337592740538) | > loss_0: 2.2934012413024902 (2.3601331937880747) | > grad_norm_0: tensor(44.7677, device='cuda:0') (tensor(19.2134, device='cuda:0')) | > loss_gen: 2.5415966510772705 (2.5067821268051382) | > loss_kl: 2.041673421859741 (1.9445665166491555) | > loss_feat: 6.679357051849365 (7.073464060586597) | > loss_mel: 16.68988800048828 (17.669563949423488) | > loss_duration: 2.1033639907836914 (2.02318314458958) | > loss_1: 30.05588150024414 (31.217559925462833) | > grad_norm_1: tensor(446.2982, device='cuda:0') (tensor(220.7608, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3845 (0.3752687873032989) | > loader_time: 0.0058 (0.01763733858784671)  --> TIME: 2024-06-11 17:32:17 -- STEP: 214/330 -- GLOBAL_STEP: 285225 | > loss_disc: 2.350187301635742 (2.363008279666723) | > loss_disc_real_0: 0.13330213725566864 (0.11579225849464675) | > loss_disc_real_1: 0.2133113592863083 (0.19977922326772013) | > loss_disc_real_2: 0.22162333130836487 (0.2116347142608366) | > loss_disc_real_3: 0.2211170792579651 (0.22974095333402403) | > loss_disc_real_4: 0.24534276127815247 (0.23061994414463222) | > loss_disc_real_5: 0.20884183049201965 (0.22213858714170545) | > loss_0: 2.350187301635742 (2.363008279666723) | > grad_norm_0: tensor(15.8383, device='cuda:0') (tensor(21.3523, device='cuda:0')) | > loss_gen: 2.378631591796875 (2.507488872403296) | > loss_kl: 1.8267227411270142 (1.9517872417084525) | > loss_feat: 6.009787559509277 (7.0653073564868105) | > loss_mel: 16.9625244140625 (17.62961302962259) | > loss_duration: 2.134216547012329 (2.0305154897342197) | > loss_1: 29.31188201904297 (31.18471207128507) | > grad_norm_1: tensor(275.1757, device='cuda:0') (tensor(238.2802, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.3972 (0.37744418148682496) | > loader_time: 0.0046 (0.016131033407193483)  --> TIME: 2024-06-11 17:32:27 -- STEP: 239/330 -- GLOBAL_STEP: 285250 | > loss_disc: 2.415459156036377 (2.365706299139366) | > loss_disc_real_0: 0.10529615730047226 (0.11655421159132753) | > loss_disc_real_1: 0.2199825644493103 (0.19983069710901094) | > loss_disc_real_2: 0.2330731451511383 (0.21138561987727253) | > loss_disc_real_3: 0.24967437982559204 (0.23002533920140447) | > loss_disc_real_4: 0.257806658744812 (0.23103728715844732) | > loss_disc_real_5: 0.23196689784526825 (0.22229462612622952) | > loss_0: 2.415459156036377 (2.365706299139366) | > grad_norm_0: tensor(20.4441, device='cuda:0') (tensor(21.4263, device='cuda:0')) | > loss_gen: 2.4668874740600586 (2.500388999364366) | > loss_kl: 1.9327502250671387 (1.9562384034799232) | > loss_feat: 6.727073669433594 (7.041237031066767) | > loss_mel: 17.41119384765625 (17.583925686121983) | > loss_duration: 2.082595109939575 (2.038693896397386) | > loss_1: 30.620502471923828 (31.120484052841633) | > grad_norm_1: tensor(392.2197, device='cuda:0') (tensor(236.2063, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.42 (0.3808140814553744) | > loader_time: 0.0053 (0.01498411589586586)  --> TIME: 2024-06-11 17:32:38 -- STEP: 264/330 -- GLOBAL_STEP: 285275 | > loss_disc: 2.299790859222412 (2.368629951368679) | > loss_disc_real_0: 0.18531417846679688 (0.11755989226653721) | > loss_disc_real_1: 0.1531541496515274 (0.19943531122848843) | > loss_disc_real_2: 0.21568572521209717 (0.21144759028472682) | > loss_disc_real_3: 0.21239091455936432 (0.2301497796381062) | > loss_disc_real_4: 0.21730858087539673 (0.2311881102734443) | > loss_disc_real_5: 0.2017095685005188 (0.2225564051080834) | > loss_0: 2.299790859222412 (2.368629951368679) | > grad_norm_0: tensor(56.9862, device='cuda:0') (tensor(22.4825, device='cuda:0')) | > loss_gen: 2.560554027557373 (2.4953677320119105) | > loss_kl: 1.9936327934265137 (1.962490254279339) | > loss_feat: 7.203945159912109 (7.041549386400165) | > loss_mel: 17.257211685180664 (17.54221781094869) | > loss_duration: 2.1602702140808105 (2.046707894314418) | > loss_1: 31.175615310668945 (31.088333072084367) | > grad_norm_1: tensor(658.8783, device='cuda:0') (tensor(246.0551, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.4343 (0.38485387961069745) | > loader_time: 0.0056 (0.014087638168623962)  --> TIME: 2024-06-11 17:32:49 -- STEP: 289/330 -- GLOBAL_STEP: 285300 | > loss_disc: 2.4473514556884766 (2.3720681535331427) | > loss_disc_real_0: 0.14983732998371124 (0.1179101327144151) | > loss_disc_real_1: 0.22118277847766876 (0.2003984510073613) | > loss_disc_real_2: 0.22567322850227356 (0.21231157742569606) | > loss_disc_real_3: 0.24309292435646057 (0.23022499876451333) | > loss_disc_real_4: 0.2429368942975998 (0.2310325923056751) | > loss_disc_real_5: 0.20889849960803986 (0.2224609260946821) | > loss_0: 2.4473514556884766 (2.3720681535331427) | > grad_norm_0: tensor(56.5478, device='cuda:0') (tensor(22.8312, device='cuda:0')) | > loss_gen: 2.359107255935669 (2.4891253862413976) | > loss_kl: 1.903159260749817 (1.9707762988793396) | > loss_feat: 6.294907093048096 (7.032015638780428) | > loss_mel: 16.42478370666504 (17.485193242663744) | > loss_duration: 2.206322193145752 (2.0563852683895587) | > loss_1: 29.18828010559082 (31.033495833717) | > grad_norm_1: tensor(373.1303, device='cuda:0') (tensor(257.2580, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.4442 (0.3896712002869707) | > loader_time: 0.0063 (0.01339151950031004)  --> TIME: 2024-06-11 17:33:02 -- STEP: 314/330 -- GLOBAL_STEP: 285325 | > loss_disc: 2.4455549716949463 (2.376002970774461) | > loss_disc_real_0: 0.16300001740455627 (0.11935705584800167) | > loss_disc_real_1: 0.21755991876125336 (0.20048045039556592) | > loss_disc_real_2: 0.22273987531661987 (0.21230763068814187) | > loss_disc_real_3: 0.23034608364105225 (0.2302094467316464) | > loss_disc_real_4: 0.23919671773910522 (0.23148884519839744) | > loss_disc_real_5: 0.1911953091621399 (0.22270850989089647) | > loss_0: 2.4455549716949463 (2.376002970774461) | > grad_norm_0: tensor(20.0178, device='cuda:0') (tensor(24.8011, device='cuda:0')) | > loss_gen: 2.615598440170288 (2.4869298972901244) | > loss_kl: 1.9748561382293701 (1.975062356632986) | > loss_feat: 7.01064920425415 (7.036577446445538) | > loss_mel: 16.88716697692871 (17.429222756889985) | > loss_duration: 2.249995231628418 (2.068872446087514) | > loss_1: 30.738265991210938 (30.99666488550271) | > grad_norm_1: tensor(347.5650, device='cuda:0') (tensor(270.1398, device='cuda:0')) | > current_lr_0: 0.0001856174252697618 | > current_lr_1: 0.0001856174252697618 | > step_time: 0.516 (0.39732419685193665) | > loader_time: 0.0078 (0.012870323126483115)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1974964141845703 (2.1974964141845703) | > loss_disc_real_0: 0.11025099456310272 (0.11025099456310272) | > loss_disc_real_1: 0.26915624737739563 (0.26915624737739563) | > loss_disc_real_2: 0.18974362313747406 (0.18974362313747406) | > loss_disc_real_3: 0.21217209100723267 (0.21217209100723267) | > loss_disc_real_4: 0.24437525868415833 (0.24437525868415833) | > loss_disc_real_5: 0.22236649692058563 (0.22236649692058563) | > loss_0: 2.1974964141845703 (2.1974964141845703) | > loss_gen: 2.8281309604644775 (2.8281309604644775) | > loss_kl: 1.8635337352752686 (1.8635337352752686) | > loss_feat: 8.636930465698242 (8.636930465698242) | > loss_mel: 18.16754913330078 (18.16754913330078) | > loss_duration: 3.1251378059387207 (3.1251378059387207) | > loss_1: 34.62128448486328 (34.62128448486328)  --> STEP: 1 | > loss_disc: 2.312802791595459 (2.312802791595459) | > loss_disc_real_0: 0.11236753314733505 (0.11236753314733505) | > loss_disc_real_1: 0.25185292959213257 (0.25185292959213257) | > loss_disc_real_2: 0.18977120518684387 (0.18977120518684387) | > loss_disc_real_3: 0.2518456280231476 (0.2518456280231476) | > loss_disc_real_4: 0.2512179911136627 (0.2512179911136627) | > loss_disc_real_5: 0.23476147651672363 (0.23476147651672363) | > loss_0: 2.312802791595459 (2.312802791595459) | > loss_gen: 2.599241018295288 (2.599241018295288) | > loss_kl: 2.633345127105713 (2.633345127105713) | > loss_feat: 6.208539962768555 (6.208539962768555) | > loss_mel: 17.39944839477539 (17.39944839477539) | > loss_duration: 2.425161838531494 (2.425161838531494) | > loss_1: 31.265735626220703 (31.265735626220703)  --> STEP: 2 | > loss_disc: 2.328005790710449 (2.320404291152954) | > loss_disc_real_0: 0.0719151571393013 (0.09214134514331818) | > loss_disc_real_1: 0.2458212673664093 (0.24883709847927094) | > loss_disc_real_2: 0.22497443854808807 (0.20737282186746597) | > loss_disc_real_3: 0.26357442140579224 (0.2577100247144699) | > loss_disc_real_4: 0.2690075933933258 (0.26011279225349426) | > loss_disc_real_5: 0.2642315924167633 (0.24949653446674347) | > loss_0: 2.328005790710449 (2.320404291152954) | > loss_gen: 2.491243839263916 (2.545242428779602) | > loss_kl: 3.845369577407837 (3.239357352256775) | > loss_feat: 5.409074783325195 (5.808807373046875) | > loss_mel: 17.131044387817383 (17.265246391296387) | > loss_duration: 2.468017339706421 (2.4465895891189575) | > loss_1: 31.344749450683594 (31.30524253845215)  --> STEP: 3 | > loss_disc: 2.294126272201538 (2.311644951502482) | > loss_disc_real_0: 0.18289873003959656 (0.12239380677541097) | > loss_disc_real_1: 0.3098100423812866 (0.2691614131132762) | > loss_disc_real_2: 0.2707134485244751 (0.22848636408646902) | > loss_disc_real_3: 0.23719120025634766 (0.2508704165617625) | > loss_disc_real_4: 0.1802661418914795 (0.23349724213282266) | > loss_disc_real_5: 0.22981588542461395 (0.24293631811936697) | > loss_0: 2.294126272201538 (2.311644951502482) | > loss_gen: 2.8891639709472656 (2.6598829428354898) | > loss_kl: 3.5645911693573 (3.3477686246236167) | > loss_feat: 7.155314922332764 (6.257643222808838) | > loss_mel: 15.797494888305664 (16.77599589029948) | > loss_duration: 2.308163642883301 (2.4004476070404053) | > loss_1: 31.71472930908203 (31.44173812866211)  --> STEP: 4 | > loss_disc: 2.0979559421539307 (2.2582226991653442) | > loss_disc_real_0: 0.08454465121030807 (0.11293151788413525) | > loss_disc_real_1: 0.22937040030956268 (0.2592136599123478) | > loss_disc_real_2: 0.25884494185447693 (0.236076008528471) | > loss_disc_real_3: 0.19192685186862946 (0.23613452538847923) | > loss_disc_real_4: 0.1434525102376938 (0.21098605915904045) | > loss_disc_real_5: 0.15156202018260956 (0.2200927436351776) | > loss_0: 2.0979559421539307 (2.2582226991653442) | > loss_gen: 2.9917514324188232 (2.7428500652313232) | > loss_kl: 3.542987585067749 (3.3965733647346497) | > loss_feat: 8.957286834716797 (6.932554125785828) | > loss_mel: 18.37847900390625 (17.176616668701172) | > loss_duration: 2.4036660194396973 (2.4012522101402283) | > loss_1: 36.274173736572266 (32.64984703063965)  --> STEP: 5 | > loss_disc: 2.197035074234009 (2.245985174179077) | > loss_disc_real_0: 0.06300584971904755 (0.10294638425111771) | > loss_disc_real_1: 0.2881898880004883 (0.2650089055299759) | > loss_disc_real_2: 0.18036861717700958 (0.22493453025817872) | > loss_disc_real_3: 0.23269116878509521 (0.23544585406780244) | > loss_disc_real_4: 0.24207594990730286 (0.21720403730869292) | > loss_disc_real_5: 0.23403586447238922 (0.22288136780261994) | > loss_0: 2.197035074234009 (2.245985174179077) | > loss_gen: 2.636422634124756 (2.7215645790100096) | > loss_kl: 3.0799741744995117 (3.333253526687622) | > loss_feat: 6.897075653076172 (6.9254584312438965) | > loss_mel: 19.88265609741211 (17.71782455444336) | > loss_duration: 2.310605049133301 (2.383122777938843) | > loss_1: 34.806732177734375 (33.081224060058595)  --> STEP: 6 | > loss_disc: 2.226492166519165 (2.242736339569092) | > loss_disc_real_0: 0.057807326316833496 (0.095423207928737) | > loss_disc_real_1: 0.2386435866355896 (0.26061468571424484) | > loss_disc_real_2: 0.18943801522254944 (0.21901844441890717) | > loss_disc_real_3: 0.24991069734096527 (0.23785666127999625) | > loss_disc_real_4: 0.2671874165534973 (0.22553460051616034) | > loss_disc_real_5: 0.15498271584510803 (0.2115649258097013) | > loss_0: 2.226492166519165 (2.242736339569092) | > loss_gen: 2.546157121658325 (2.692330002784729) | > loss_kl: 3.180062770843506 (3.307721734046936) | > loss_feat: 6.056478023529053 (6.780628363291423) | > loss_mel: 19.216707229614258 (17.967638333638508) | > loss_duration: 2.189520835876465 (2.3508557875951133) | > loss_1: 33.188926696777344 (33.09917449951172)  --> STEP: 7 | > loss_disc: 2.4398934841156006 (2.2709016459328786) | > loss_disc_real_0: 0.10505393147468567 (0.09679902557815824) | > loss_disc_real_1: 0.24570615589618683 (0.25848489574023653) | > loss_disc_real_2: 0.24677442014217377 (0.22298358380794525) | > loss_disc_real_3: 0.31245750188827515 (0.2485139242240361) | > loss_disc_real_4: 0.2582870125770569 (0.23021351652485983) | > loss_disc_real_5: 0.217983677983284 (0.21248189040592738) | > loss_0: 2.4398934841156006 (2.2709016459328786) | > loss_gen: 2.637173652648926 (2.6844505241939) | > loss_kl: 3.7367098331451416 (3.3690057482038225) | > loss_feat: 5.689243316650391 (6.624716213771275) | > loss_mel: 17.406986236572266 (17.88754517691476) | > loss_duration: 2.3937644958496094 (2.3569856030600413) | > loss_1: 31.863876342773438 (32.922703334263396)  --> STEP: 8 | > loss_disc: 2.3113722801208496 (2.275960475206375) | > loss_disc_real_0: 0.12866634130477905 (0.10078244004398584) | > loss_disc_real_1: 0.28496214747428894 (0.2617945522069931) | > loss_disc_real_2: 0.1827385574579239 (0.21795295551419258) | > loss_disc_real_3: 0.25698861479759216 (0.2495732605457306) | > loss_disc_real_4: 0.2428169548511505 (0.23178894631564617) | > loss_disc_real_5: 0.21878492832183838 (0.21326977014541626) | > loss_0: 2.3113722801208496 (2.275960475206375) | > loss_gen: 2.839905261993408 (2.7038823664188385) | > loss_kl: 2.900806188583374 (3.3104808032512665) | > loss_feat: 7.928496837615967 (6.787688791751862) | > loss_mel: 20.03116226196289 (18.155497312545776) | > loss_duration: 2.225372314453125 (2.3405339419841766) | > loss_1: 35.925743103027344 (33.29808330535889)  --> STEP: 9 | > loss_disc: 2.2299611568450928 (2.270849439832899) | > loss_disc_real_0: 0.0603230819106102 (0.0962869558069441) | > loss_disc_real_1: 0.18860770761966705 (0.2536626805861791) | > loss_disc_real_2: 0.1561189740896225 (0.21108251313368478) | > loss_disc_real_3: 0.24020126461982727 (0.24853192766507468) | > loss_disc_real_4: 0.2579629421234131 (0.23469716807206473) | > loss_disc_real_5: 0.2300068587064743 (0.2151294466522005) | > loss_0: 2.2299611568450928 (2.270849439832899) | > loss_gen: 2.4001448154449463 (2.6701337496439614) | > loss_kl: 2.3136706352233887 (3.1997241179148355) | > loss_feat: 7.769388675689697 (6.896766556633843) | > loss_mel: 19.400856018066406 (18.29387050204807) | > loss_duration: 2.152402639389038 (2.3196304639180503) | > loss_1: 34.036460876464844 (33.380125257703995)  --> STEP: 10 | > loss_disc: 2.6177616119384766 (2.305540657043457) | > loss_disc_real_0: 0.2401105910539627 (0.11066931933164596) | > loss_disc_real_1: 0.3559354245662689 (0.2638899549841881) | > loss_disc_real_2: 0.26869192719459534 (0.21684345453977585) | > loss_disc_real_3: 0.32965922355651855 (0.25664465725421903) | > loss_disc_real_4: 0.30252769589424133 (0.2414802208542824) | > loss_disc_real_5: 0.2983050048351288 (0.22344700247049332) | > loss_0: 2.6177616119384766 (2.305540657043457) | > loss_gen: 2.748396158218384 (2.677959990501404) | > loss_kl: 2.710388422012329 (3.150790548324585) | > loss_feat: 5.873730659484863 (6.794462966918945) | > loss_mel: 19.137184143066406 (18.3782018661499) | > loss_duration: 2.3192367553710938 (2.3195910930633543) | > loss_1: 32.78893280029297 (33.32100601196289)  --> STEP: 11 | > loss_disc: 2.2231502532958984 (2.2980506203391333) | > loss_disc_real_0: 0.10585535317659378 (0.11023168604482304) | > loss_disc_real_1: 0.17884472012519836 (0.2561585699970072) | > loss_disc_real_2: 0.2115400731563568 (0.21636132895946503) | > loss_disc_real_3: 0.2251175045967102 (0.2537785524671728) | > loss_disc_real_4: 0.25458824634552 (0.24267185953530399) | > loss_disc_real_5: 0.20134012401103973 (0.22143728624690662) | > loss_0: 2.2231502532958984 (2.2980506203391333) | > loss_gen: 2.4705395698547363 (2.659103588624434) | > loss_kl: 3.278247594833374 (3.1623775525526567) | > loss_feat: 6.964795112609863 (6.809947707436302) | > loss_mel: 18.03786277770996 (18.347261949019) | > loss_duration: 2.462928533554077 (2.332621769471602) | > loss_1: 33.21437454223633 (33.31131224198775)  --> STEP: 12 | > loss_disc: 2.4115123748779297 (2.3075057665506997) | > loss_disc_real_0: 0.15287743508815765 (0.11378549846510093) | > loss_disc_real_1: 0.2547647953033447 (0.25604242210586864) | > loss_disc_real_2: 0.23876561224460602 (0.21822835256656012) | > loss_disc_real_3: 0.27354350686073303 (0.2554256319999695) | > loss_disc_real_4: 0.2032652497291565 (0.2393879753847917) | > loss_disc_real_5: 0.1924838125705719 (0.21902449677387872) | > loss_0: 2.4115123748779297 (2.3075057665506997) | > loss_gen: 2.4250197410583496 (2.6395966013272605) | > loss_kl: 2.5235037803649902 (3.109138071537018) | > loss_feat: 6.895584583282471 (6.817084113756816) | > loss_mel: 17.91011619567871 (18.310833136240642) | > loss_duration: 2.2141342163085938 (2.322747806708018) | > loss_1: 31.968358993530273 (33.19939947128296)  --> STEP: 13 | > loss_disc: 2.608931064605713 (2.330692327939547) | > loss_disc_real_0: 0.15881024301052094 (0.11724894035321015) | > loss_disc_real_1: 0.3080824017524719 (0.2600454974632997) | > loss_disc_real_2: 0.24317413568496704 (0.22014725896028373) | > loss_disc_real_3: 0.33313003182411194 (0.26140289352490353) | > loss_disc_real_4: 0.3031824231147766 (0.24429524059479052) | > loss_disc_real_5: 0.26328933238983154 (0.22242948412895203) | > loss_0: 2.608931064605713 (2.330692327939547) | > loss_gen: 2.44122052192688 (2.6243369029118466) | > loss_kl: 2.581178665161133 (3.0685258095081034) | > loss_feat: 4.450981140136719 (6.635076192709116) | > loss_mel: 15.150424003601074 (18.067724741422214) | > loss_duration: 2.1719107627868652 (2.3111449571756215) | > loss_1: 26.79571533203125 (32.70680838364821)  --> STEP: 14 | > loss_disc: 2.310652256011963 (2.329260894230434) | > loss_disc_real_0: 0.1852453500032425 (0.1221058267567839) | > loss_disc_real_1: 0.28057608008384705 (0.2615119676504816) | > loss_disc_real_2: 0.23093415796756744 (0.22091775174651826) | > loss_disc_real_3: 0.23827077448368073 (0.2597505993076733) | > loss_disc_real_4: 0.25605079531669617 (0.24513492307492665) | > loss_disc_real_5: 0.21989548206329346 (0.22224848398140498) | > loss_0: 2.310652256011963 (2.329260894230434) | > loss_gen: 2.7530200481414795 (2.6335285561425343) | > loss_kl: 3.896901845932007 (3.127695526395525) | > loss_feat: 7.234181880950928 (6.677869456154959) | > loss_mel: 19.509519577026367 (18.170710086822513) | > loss_duration: 2.3367011547088623 (2.3129703998565674) | > loss_1: 35.730323791503906 (32.922773769923616)  --> STEP: 15 | > loss_disc: 2.423482656478882 (2.335542345046997) | > loss_disc_real_0: 0.1345837414264679 (0.12293768773476282) | > loss_disc_real_1: 0.271727055311203 (0.26219297349452975) | > loss_disc_real_2: 0.27953922748565674 (0.2248258501291275) | > loss_disc_real_3: 0.27505922317504883 (0.260771174232165) | > loss_disc_real_4: 0.24706381559371948 (0.24526351590951284) | > loss_disc_real_5: 0.2797536253929138 (0.22608216007550558) | > loss_0: 2.423482656478882 (2.335542345046997) | > loss_gen: 2.715184211730957 (2.638972266515096) | > loss_kl: 3.2162821292877197 (3.1336012999216716) | > loss_feat: 6.689487934112549 (6.678644021352132) | > loss_mel: 19.185211181640625 (18.23834349314372) | > loss_duration: 2.3429994583129883 (2.3149723370869952) | > loss_1: 34.14916229248047 (33.00453300476074)  --> STEP: 16 | > loss_disc: 2.6858489513397217 (2.3574365079402924) | > loss_disc_real_0: 0.18476232886314392 (0.12680172780528665) | > loss_disc_real_1: 0.39636796712875366 (0.2705789105966687) | > loss_disc_real_2: 0.35384079813957214 (0.2328892843797803) | > loss_disc_real_3: 0.3583943843841553 (0.2668726248666644) | > loss_disc_real_4: 0.201826810836792 (0.24254872184246778) | > loss_disc_real_5: 0.24155424535274506 (0.22704916540533304) | > loss_0: 2.6858489513397217 (2.3574365079402924) | > loss_gen: 2.842559337615967 (2.6516964584589005) | > loss_kl: 2.4281437397003174 (3.089510202407837) | > loss_feat: 7.903147220611572 (6.755175471305847) | > loss_mel: 15.251168251037598 (18.05164504051209) | > loss_duration: 2.378814458847046 (2.3189624696969986) | > loss_1: 30.8038330078125 (32.86698925495148)  --> STEP: 17 | > loss_disc: 2.3386991024017334 (2.3563343076144947) | > loss_disc_real_0: 0.09704546630382538 (0.1250513594816713) | > loss_disc_real_1: 0.2737157642841339 (0.27076343140181375) | > loss_disc_real_2: 0.2346571534872055 (0.23299327668021708) | > loss_disc_real_3: 0.2700257897377014 (0.267058105153196) | > loss_disc_real_4: 0.27569249272346497 (0.2444983554237029) | > loss_disc_real_5: 0.29498565196990967 (0.23104542932089636) | > loss_0: 2.3386991024017334 (2.3563343076144947) | > loss_gen: 2.707514762878418 (2.6549798881306366) | > loss_kl: 2.4520108699798584 (3.052010241676779) | > loss_feat: 6.7836079597473145 (6.756847970625934) | > loss_mel: 18.715713500976562 (18.090707891127646) | > loss_duration: 2.429947853088379 (2.3254910216611973) | > loss_1: 33.08879470825195 (32.880036634557385)  --> STEP: 18 | > loss_disc: 2.4140772819519043 (2.3595422506332397) | > loss_disc_real_0: 0.17761299014091492 (0.12797145007385147) | > loss_disc_real_1: 0.250343382358551 (0.26962898423274356) | > loss_disc_real_2: 0.25681737065315247 (0.23431683745649126) | > loss_disc_real_3: 0.25174587965011597 (0.26620742595858043) | > loss_disc_real_4: 0.18132179975509644 (0.240988546775447) | > loss_disc_real_5: 0.20814760029315948 (0.22977332770824432) | > loss_0: 2.4140772819519043 (2.3595422506332397) | > loss_gen: 2.3877992630004883 (2.6401365200678506) | > loss_kl: 2.6605377197265625 (3.0302617682351007) | > loss_feat: 7.211207866668701 (6.782090187072754) | > loss_mel: 17.25965690612793 (18.044538391960995) | > loss_duration: 2.2586188316345215 (2.3217758999930487) | > loss_1: 31.777822494506836 (32.81880251566569)  --> STEP: 19 | > loss_disc: 2.5487327575683594 (2.3694996457350883) | > loss_disc_real_0: 0.12595316767692566 (0.1278652246845396) | > loss_disc_real_1: 0.305805504322052 (0.27153301160586507) | > loss_disc_real_2: 0.21318428218364716 (0.23320459770528892) | > loss_disc_real_3: 0.24957343935966492 (0.26533195297969014) | > loss_disc_real_4: 0.224046990275383 (0.24009688590702258) | > loss_disc_real_5: 0.26516640186309814 (0.23163612108481557) | > loss_0: 2.5487327575683594 (2.3694996457350883) | > loss_gen: 2.262406826019287 (2.6202560098547685) | > loss_kl: 1.9322149753570557 (2.9724698317678353) | > loss_feat: 7.8575053215026855 (6.838690983621698) | > loss_mel: 16.48511505126953 (17.962463479293024) | > loss_duration: 2.3027565479278564 (2.320774881463302) | > loss_1: 30.84000015258789 (32.71465502287212)  --> STEP: 20 | > loss_disc: 2.4674429893493652 (2.374396812915802) | > loss_disc_real_0: 0.0906376987695694 (0.12600384838879108) | > loss_disc_real_1: 0.2003328949213028 (0.26797300577163696) | > loss_disc_real_2: 0.1682620644569397 (0.22995747104287148) | > loss_disc_real_3: 0.20682398974895477 (0.2624065548181534) | > loss_disc_real_4: 0.26089775562286377 (0.24113692939281464) | > loss_disc_real_5: 0.21737408638000488 (0.23092301934957504) | > loss_0: 2.4674429893493652 (2.374396812915802) | > loss_gen: 1.9875062704086304 (2.5886185228824616) | > loss_kl: 2.427464485168457 (2.945219564437866) | > loss_feat: 6.322029113769531 (6.81285789012909) | > loss_mel: 17.65435791015625 (17.947058200836185) | > loss_duration: 2.289987325668335 (2.319235503673554) | > loss_1: 30.681344985961914 (32.61298952102661)  --> STEP: 21 | > loss_disc: 2.0765748023986816 (2.360214812414987) | > loss_disc_real_0: 0.11191132664680481 (0.12533277592488698) | > loss_disc_real_1: 0.22266621887683868 (0.2658155397290275) | > loss_disc_real_2: 0.21222376823425293 (0.22911300900436582) | > loss_disc_real_3: 0.20088788866996765 (0.25947709452538265) | > loss_disc_real_4: 0.19647224247455597 (0.23901003953956423) | > loss_disc_real_5: 0.16112837195396423 (0.22759946471168882) | > loss_0: 2.0765748023986816 (2.360214812414987) | > loss_gen: 2.541513442993164 (2.586375423840114) | > loss_kl: 2.521132707595825 (2.9250249522072926) | > loss_feat: 6.136575222015381 (6.780653953552246) | > loss_mel: 16.108476638793945 (17.85950669788179) | > loss_duration: 2.164167881011963 (2.311851331165859) | > loss_1: 29.471866607666016 (32.463412239438014)  --> STEP: 22 | > loss_disc: 2.3461179733276367 (2.3595740470019253) | > loss_disc_real_0: 0.15799888968467712 (0.12681759927760472) | > loss_disc_real_1: 0.2051750123500824 (0.2630591521208936) | > loss_disc_real_2: 0.20284290611743927 (0.22791891341859644) | > loss_disc_real_3: 0.25074976682662964 (0.259080397811803) | > loss_disc_real_4: 0.25347477197647095 (0.23966752737760544) | > loss_disc_real_5: 0.24819433689117432 (0.2285355952653018) | > loss_0: 2.3461179733276367 (2.3595740470019253) | > loss_gen: 2.4874227046966553 (2.581877572969957) | > loss_kl: 2.459988594055176 (2.903886935927651) | > loss_feat: 7.4971418380737305 (6.813221584666859) | > loss_mel: 18.022315979003906 (17.86690711975098) | > loss_duration: 2.2062249183654785 (2.3070501305840234) | > loss_1: 32.673095703125 (32.47294330596924)  --> STEP: 23 | > loss_disc: 2.5578627586364746 (2.3681952953338623) | > loss_disc_real_0: 0.2111392468214035 (0.13048375786646552) | > loss_disc_real_1: 0.2690313756465912 (0.2633188140133152) | > loss_disc_real_2: 0.18236351013183594 (0.2259382437104764) | > loss_disc_real_3: 0.28711017966270447 (0.2602990839792335) | > loss_disc_real_4: 0.24785590171813965 (0.24002354365328085) | > loss_disc_real_5: 0.2511325478553772 (0.2295180714648703) | > loss_0: 2.5578627586364746 (2.3681952953338623) | > loss_gen: 2.356062889099121 (2.5720595432364424) | > loss_kl: 2.2735235691070557 (2.8764798330224077) | > loss_feat: 6.7914838790893555 (6.812276467033055) | > loss_mel: 17.280147552490234 (17.841395834217902) | > loss_duration: 2.2631912231445312 (2.305143221564915) | > loss_1: 30.96440887451172 (32.40735485242761)  --> STEP: 24 | > loss_disc: 2.5963387489318848 (2.3777012725671134) | > loss_disc_real_0: 0.2771422266960144 (0.13659452740103004) | > loss_disc_real_1: 0.29090872406959534 (0.26446839359899355) | > loss_disc_real_2: 0.24390685558319092 (0.22668693587183952) | > loss_disc_real_3: 0.2937106788158417 (0.2616912337640922) | > loss_disc_real_4: 0.26204240322113037 (0.24094099613527456) | > loss_disc_real_5: 0.23819686472415924 (0.229879687850674) | > loss_0: 2.5963387489318848 (2.3777012725671134) | > loss_gen: 2.586909055709839 (2.572678272922834) | > loss_kl: 2.646456718444824 (2.866895536581675) | > loss_feat: 5.366672515869141 (6.752042969067891) | > loss_mel: 16.532886505126953 (17.786874612172447) | > loss_duration: 2.3768248558044434 (2.3081299563248954) | > loss_1: 29.509750366210938 (32.28662133216858)  --> STEP: 25 | > loss_disc: 2.4281461238861084 (2.379719066619873) | > loss_disc_real_0: 0.19158396124839783 (0.13879410475492474) | > loss_disc_real_1: 0.24435438215732574 (0.26366383314132685) | > loss_disc_real_2: 0.26170113682746887 (0.2280875039100647) | > loss_disc_real_3: 0.22789563238620758 (0.26033940970897684) | > loss_disc_real_4: 0.20106808841228485 (0.23934607982635497) | > loss_disc_real_5: 0.23306283354759216 (0.23000701367855073) | > loss_0: 2.4281461238861084 (2.379719066619873) | > loss_gen: 2.373924732208252 (2.5647281312942507) | > loss_kl: 2.7216293811798096 (2.8610848903656008) | > loss_feat: 6.548949241638184 (6.743919219970703) | > loss_mel: 16.512828826904297 (17.735912780761723) | > loss_duration: 2.366223096847534 (2.3104536819458006) | > loss_1: 30.5235538482666 (32.2160986328125)  --> STEP: 26 | > loss_disc: 2.2237019538879395 (2.3737184084378753) | > loss_disc_real_0: 0.1417165994644165 (0.1389065083975975) | > loss_disc_real_1: 0.22411182522773743 (0.26214260206772727) | > loss_disc_real_2: 0.18611524999141693 (0.22647318645165518) | > loss_disc_real_3: 0.17174890637397766 (0.25693208265763073) | > loss_disc_real_4: 0.10932423919439316 (0.23434523980204874) | > loss_disc_real_5: 0.09747888147830963 (0.2249097778246953) | > loss_0: 2.2237019538879395 (2.3737184084378753) | > loss_gen: 2.214094400405884 (2.5512422185677748) | > loss_kl: 2.3482632637023926 (2.8413609816477847) | > loss_feat: 7.856537818908691 (6.78671224300678) | > loss_mel: 18.121686935424805 (17.750750248248764) | > loss_duration: 2.3417482376098633 (2.3116573187021108) | > loss_1: 32.88233184814453 (32.24172298724835) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026520857444176306 (+9.041566115159261e-05) | > avg_loss_disc: 2.3737184084378753 (-0.0923493091876697) | > avg_loss_disc_real_0: 0.1389065083975975 (-0.00886528351559096) | > avg_loss_disc_real_1: 0.26214260206772727 (-0.007530092046811043) | > avg_loss_disc_real_2: 0.22647318645165518 (-0.04155245996438536) | > avg_loss_disc_real_3: 0.25693208265763073 (+0.0001478865742684521) | > avg_loss_disc_real_4: 0.23434523980204874 (-0.014709535986185074) | > avg_loss_disc_real_5: 0.2249097778246953 (-0.002065108086054146) | > avg_loss_0: 2.3737184084378753 (-0.0923493091876697) | > avg_loss_gen: 2.5512422185677748 (-0.002948673871847163) | > avg_loss_kl: 2.8413609816477847 (+0.028603650056398866) | > avg_loss_feat: 6.78671224300678 (-0.29318198790917016) | > avg_loss_mel: 17.750750248248764 (-0.4197687735924305) | > avg_loss_duration: 2.3116573187021108 (-0.025668456004216633) | > avg_loss_1: 32.24172298724835 (-0.7129640579223633)  > EPOCH: 598/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:33:31)   --> TIME: 2024-06-11 17:33:36 -- STEP: 9/330 -- GLOBAL_STEP: 285350 | > loss_disc: 2.3979721069335938 (2.311209069357978) | > loss_disc_real_0: 0.10388802736997604 (0.09635637783341938) | > loss_disc_real_1: 0.1984172910451889 (0.20511257151762644) | > loss_disc_real_2: 0.21786057949066162 (0.20087216960059273) | > loss_disc_real_3: 0.25067099928855896 (0.23737842506832546) | > loss_disc_real_4: 0.22574199736118317 (0.2326880825890435) | > loss_disc_real_5: 0.24793106317520142 (0.23200037578741708) | > loss_0: 2.3979721069335938 (2.311209069357978) | > grad_norm_0: tensor(6.3490, device='cuda:0') (tensor(9.4654, device='cuda:0')) | > loss_gen: 2.5698671340942383 (2.553604337904188) | > loss_kl: 2.009308099746704 (1.8885793156094022) | > loss_feat: 7.363915920257568 (6.950250678592258) | > loss_mel: 18.514177322387695 (18.128908157348633) | > loss_duration: 2.0667548179626465 (2.1350783507029214) | > loss_1: 32.52402114868164 (31.656421025594074) | > grad_norm_1: tensor(52.8832, device='cuda:0') (tensor(93.5832, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3688 (0.3849479887220595) | > loader_time: 0.003 (0.0032629172007242837)  --> TIME: 2024-06-11 17:33:45 -- STEP: 34/330 -- GLOBAL_STEP: 285375 | > loss_disc: 2.3387839794158936 (2.3394323657540714) | > loss_disc_real_0: 0.12057247757911682 (0.10560482104911524) | > loss_disc_real_1: 0.17727059125900269 (0.19788421997252634) | > loss_disc_real_2: 0.2018515169620514 (0.20809300682123968) | > loss_disc_real_3: 0.23675836622714996 (0.22913690261981068) | > loss_disc_real_4: 0.2360922396183014 (0.23029609287486358) | > loss_disc_real_5: 0.23754674196243286 (0.22248491162762923) | > loss_0: 2.3387839794158936 (2.3394323657540714) | > grad_norm_0: tensor(14.8357, device='cuda:0') (tensor(10.5315, device='cuda:0')) | > loss_gen: 2.452028751373291 (2.4874404738931095) | > loss_kl: 1.9617805480957031 (1.9028058648109436) | > loss_feat: 7.234940052032471 (7.013762642355526) | > loss_mel: 17.383804321289062 (17.870013685787427) | > loss_duration: 2.020075798034668 (2.034118943354663) | > loss_1: 31.052627563476562 (31.308141764472513) | > grad_norm_1: tensor(151.9309, device='cuda:0') (tensor(133.8605, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3435 (0.37434035189011516) | > loader_time: 0.0032 (0.00339046646566952)  --> TIME: 2024-06-11 17:33:54 -- STEP: 59/330 -- GLOBAL_STEP: 285400 | > loss_disc: 2.345867395401001 (2.3345990948757875) | > loss_disc_real_0: 0.09912124276161194 (0.10694717767380052) | > loss_disc_real_1: 0.1866963803768158 (0.19624737940602383) | > loss_disc_real_2: 0.20769935846328735 (0.2085082970433316) | > loss_disc_real_3: 0.2065625637769699 (0.22974853722725885) | > loss_disc_real_4: 0.23470060527324677 (0.22931057568323815) | > loss_disc_real_5: 0.2380257248878479 (0.22258990624193417) | > loss_0: 2.345867395401001 (2.3345990948757875) | > grad_norm_0: tensor(17.2232, device='cuda:0') (tensor(9.2818, device='cuda:0')) | > loss_gen: 2.540297031402588 (2.4892371185755326) | > loss_kl: 2.117921829223633 (1.9148843349036524) | > loss_feat: 7.130706787109375 (6.978873115474895) | > loss_mel: 16.978912353515625 (17.718548532259675) | > loss_duration: 1.9909286499023438 (2.0129386833158587) | > loss_1: 30.758766174316406 (31.11448174816067) | > grad_norm_1: tensor(117.8284, device='cuda:0') (tensor(108.3860, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3612 (0.3690746598324533) | > loader_time: 0.0034 (0.003417124182490979)  --> TIME: 2024-06-11 17:34:04 -- STEP: 84/330 -- GLOBAL_STEP: 285425 | > loss_disc: 2.272282600402832 (2.345690287294841) | > loss_disc_real_0: 0.13278742134571075 (0.10936596696930272) | > loss_disc_real_1: 0.21042387187480927 (0.19690480828285217) | > loss_disc_real_2: 0.1769503355026245 (0.20971555635333056) | > loss_disc_real_3: 0.21905280649662018 (0.2303824114302794) | > loss_disc_real_4: 0.20807690918445587 (0.23077485391071864) | > loss_disc_real_5: 0.20088201761245728 (0.22310341664013408) | > loss_0: 2.272282600402832 (2.345690287294841) | > grad_norm_0: tensor(17.0039, device='cuda:0') (tensor(9.3046, device='cuda:0')) | > loss_gen: 2.4566237926483154 (2.479880043438504) | > loss_kl: 1.9073200225830078 (1.9267273729755765) | > loss_feat: 6.354364395141602 (6.987197296960013) | > loss_mel: 16.810569763183594 (17.655680429367795) | > loss_duration: 2.066171407699585 (2.0052122416950415) | > loss_1: 29.595048904418945 (31.054697400047665) | > grad_norm_1: tensor(141.9445, device='cuda:0') (tensor(110.0549, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3584 (0.36875034797759276) | > loader_time: 0.0037 (0.003449107919420514)  --> TIME: 2024-06-11 17:34:13 -- STEP: 109/330 -- GLOBAL_STEP: 285450 | > loss_disc: 2.3458263874053955 (2.3426405421090783) | > loss_disc_real_0: 0.08531253784894943 (0.11030526472887861) | > loss_disc_real_1: 0.20025070011615753 (0.1953835059469993) | > loss_disc_real_2: 0.263297438621521 (0.20919018026885633) | > loss_disc_real_3: 0.23725280165672302 (0.23005045376239566) | > loss_disc_real_4: 0.24436596035957336 (0.23131885304363495) | > loss_disc_real_5: 0.22777608036994934 (0.2229814153472218) | > loss_0: 2.3458263874053955 (2.3426405421090783) | > grad_norm_0: tensor(17.7554, device='cuda:0') (tensor(11.2995, device='cuda:0')) | > loss_gen: 2.4014029502868652 (2.483952631644154) | > loss_kl: 1.9877816438674927 (1.9393040073027306) | > loss_feat: 6.330563068389893 (6.979565086714718) | > loss_mel: 17.32828712463379 (17.60745248007119) | > loss_duration: 1.9560799598693848 (2.0062168891276797) | > loss_1: 30.00411605834961 (31.0164910937668) | > grad_norm_1: tensor(249.5507, device='cuda:0') (tensor(139.2945, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3733 (0.36892173268379413) | > loader_time: 0.0038 (0.0035294545899837385)  --> TIME: 2024-06-11 17:34:23 -- STEP: 134/330 -- GLOBAL_STEP: 285475 | > loss_disc: 2.2906904220581055 (2.343020218521801) | > loss_disc_real_0: 0.1412210762500763 (0.11157312071812686) | > loss_disc_real_1: 0.16455942392349243 (0.1956891337437416) | > loss_disc_real_2: 0.2077803760766983 (0.20951237151427052) | > loss_disc_real_3: 0.21875421702861786 (0.2298588923998733) | > loss_disc_real_4: 0.19436195492744446 (0.23059382489812907) | > loss_disc_real_5: 0.21135316789150238 (0.22287404337036076) | > loss_0: 2.2906904220581055 (2.343020218521801) | > grad_norm_0: tensor(14.5647, device='cuda:0') (tensor(13.2921, device='cuda:0')) | > loss_gen: 2.403092622756958 (2.4856807438295285) | > loss_kl: 2.0315561294555664 (1.9446869483634608) | > loss_feat: 7.3816657066345215 (6.989200979916017) | > loss_mel: 17.162979125976562 (17.61268481923574) | > loss_duration: 2.029536008834839 (2.009779407017266) | > loss_1: 31.00882911682129 (31.042032910816705) | > grad_norm_1: tensor(272.7734, device='cuda:0') (tensor(155.8583, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.4023 (0.37204439782384613) | > loader_time: 0.0046 (0.0036902552220358775)  --> TIME: 2024-06-11 17:34:33 -- STEP: 159/330 -- GLOBAL_STEP: 285500 | > loss_disc: 2.4014925956726074 (2.345939711204866) | > loss_disc_real_0: 0.09134358912706375 (0.11280700006762391) | > loss_disc_real_1: 0.18937580287456512 (0.1961507050308791) | > loss_disc_real_2: 0.23532900214195251 (0.21033753979505973) | > loss_disc_real_3: 0.21711096167564392 (0.22963026128475023) | > loss_disc_real_4: 0.22446829080581665 (0.23008329810211495) | > loss_disc_real_5: 0.23692403733730316 (0.22261737230813727) | > loss_0: 2.4014925956726074 (2.345939711204866) | > grad_norm_0: tensor(26.8754, device='cuda:0') (tensor(15.6976, device='cuda:0')) | > loss_gen: 2.373274326324463 (2.488994847303668) | > loss_kl: 1.979578971862793 (1.9531050410660558) | > loss_feat: 6.8686065673828125 (7.0066783983002665) | > loss_mel: 17.46255874633789 (17.618969479446896) | > loss_duration: 2.0494327545166016 (2.0131000010472415) | > loss_1: 30.73345184326172 (31.08084774617129) | > grad_norm_1: tensor(302.3140, device='cuda:0') (tensor(177.6712, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3882 (0.37461621806306644) | > loader_time: 0.0042 (0.003804095886038534) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_285500.pth  --> TIME: 2024-06-11 17:34:47 -- STEP: 184/330 -- GLOBAL_STEP: 285525 | > loss_disc: 2.3615479469299316 (2.347670100305391) | > loss_disc_real_0: 0.09406782686710358 (0.11291969336731278) | > loss_disc_real_1: 0.21273857355117798 (0.19699657141514443) | > loss_disc_real_2: 0.20090003311634064 (0.211036293969854) | > loss_disc_real_3: 0.2226264327764511 (0.22927833623860194) | > loss_disc_real_4: 0.23985259234905243 (0.22970723352678443) | > loss_disc_real_5: 0.2505669593811035 (0.22231912596718126) | > loss_0: 2.3615479469299316 (2.347670100305391) | > grad_norm_0: tensor(16.4527, device='cuda:0') (tensor(17.8610, device='cuda:0')) | > loss_gen: 2.458226442337036 (2.4900266411511818) | > loss_kl: 2.052656412124634 (1.9575462198775748) | > loss_feat: 6.720465183258057 (6.994498063688693) | > loss_mel: 17.501033782958984 (17.587028534516044) | > loss_duration: 2.050307273864746 (2.01974761550841) | > loss_1: 30.78268814086914 (31.048847032629926) | > grad_norm_1: tensor(273.1660, device='cuda:0') (tensor(196.7580, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3756 (0.37664788572684565) | > loader_time: 0.0042 (0.003925739423088405)  --> TIME: 2024-06-11 17:34:57 -- STEP: 209/330 -- GLOBAL_STEP: 285550 | > loss_disc: 2.441242218017578 (2.3551615117269282) | > loss_disc_real_0: 0.16262567043304443 (0.11454209742363561) | > loss_disc_real_1: 0.23071162402629852 (0.19763010996950867) | > loss_disc_real_2: 0.17725200951099396 (0.2112102916366175) | > loss_disc_real_3: 0.24056603014469147 (0.22979324065041884) | > loss_disc_real_4: 0.25167861580848694 (0.23020695848613265) | > loss_disc_real_5: 0.2174203097820282 (0.22267741656474518) | > loss_0: 2.441242218017578 (2.3551615117269282) | > grad_norm_0: tensor(68.9008, device='cuda:0') (tensor(20.1970, device='cuda:0')) | > loss_gen: 2.4200024604797363 (2.489544684807082) | > loss_kl: 1.8888975381851196 (1.9623572113411278) | > loss_feat: 7.062355995178223 (6.990832353893079) | > loss_mel: 16.416149139404297 (17.575369857715074) | > loss_duration: 2.1091837882995605 (2.0276016179454377) | > loss_1: 29.896589279174805 (31.045705694901315) | > grad_norm_1: tensor(413.7265, device='cuda:0') (tensor(218.4818, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.3872 (0.37804956527417916) | > loader_time: 0.0048 (0.004023418472144022)  --> TIME: 2024-06-11 17:35:07 -- STEP: 234/330 -- GLOBAL_STEP: 285575 | > loss_disc: 2.4178154468536377 (2.356290634880719) | > loss_disc_real_0: 0.13597169518470764 (0.11551723250339174) | > loss_disc_real_1: 0.19979025423526764 (0.19797941131724248) | > loss_disc_real_2: 0.19776128232479095 (0.2114173533697413) | > loss_disc_real_3: 0.242774099111557 (0.22945300636128482) | > loss_disc_real_4: 0.26644277572631836 (0.23023424921636906) | > loss_disc_real_5: 0.24790343642234802 (0.22296139769829237) | > loss_0: 2.4178154468536377 (2.356290634880719) | > grad_norm_0: tensor(27.9995, device='cuda:0') (tensor(22.6066, device='cuda:0')) | > loss_gen: 2.3833980560302734 (2.4925136505029166) | > loss_kl: 1.942639946937561 (1.9633936861641386) | > loss_feat: 6.155905723571777 (6.986347779249534) | > loss_mel: 16.5787410736084 (17.527450753073406) | > loss_duration: 2.0945730209350586 (2.0359906574599758) | > loss_1: 29.155258178710938 (31.005696508619522) | > grad_norm_1: tensor(184.8052, device='cuda:0') (tensor(234.8374, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.4182 (0.38172480183788843) | > loader_time: 0.005 (0.004142937497196035)  --> TIME: 2024-06-11 17:35:18 -- STEP: 259/330 -- GLOBAL_STEP: 285600 | > loss_disc: 2.411473274230957 (2.359369556876224) | > loss_disc_real_0: 0.12439198791980743 (0.11714041624290142) | > loss_disc_real_1: 0.198511004447937 (0.1978616686861487) | > loss_disc_real_2: 0.1995091587305069 (0.21171185167139556) | > loss_disc_real_3: 0.25479260087013245 (0.2296958081855737) | > loss_disc_real_4: 0.23511727154254913 (0.2298988622818214) | > loss_disc_real_5: 0.23346282541751862 (0.22241081188084075) | > loss_0: 2.411473274230957 (2.359369556876224) | > grad_norm_0: tensor(5.9927, device='cuda:0') (tensor(24.2350, device='cuda:0')) | > loss_gen: 2.361431121826172 (2.493251230725913) | > loss_kl: 2.005284309387207 (1.971077086382391) | > loss_feat: 7.491817951202393 (7.007118068606697) | > loss_mel: 17.787397384643555 (17.500261767030224) | > loss_duration: 2.1326446533203125 (2.043544002021142) | > loss_1: 31.778575897216797 (31.015252131752987) | > grad_norm_1: tensor(155.7776, device='cuda:0') (tensor(255.0999, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.4417 (0.38598664018638335) | > loader_time: 0.0058 (0.004277685894469039)  --> TIME: 2024-06-11 17:35:30 -- STEP: 284/330 -- GLOBAL_STEP: 285625 | > loss_disc: 2.42788028717041 (2.359799156726247) | > loss_disc_real_0: 0.15400925278663635 (0.1174722112400431) | > loss_disc_real_1: 0.22271513938903809 (0.19823513993285072) | > loss_disc_real_2: 0.24325601756572723 (0.2118650834850022) | > loss_disc_real_3: 0.2311200201511383 (0.22941927365224116) | > loss_disc_real_4: 0.22322013974189758 (0.2296738636115907) | > loss_disc_real_5: 0.2422097623348236 (0.22224541244582394) | > loss_0: 2.42788028717041 (2.359799156726247) | > grad_norm_0: tensor(56.6967, device='cuda:0') (tensor(25.1969, device='cuda:0')) | > loss_gen: 2.496105670928955 (2.4920533576481803) | > loss_kl: 1.904266595840454 (1.9759981136926463) | > loss_feat: 7.280726432800293 (7.0171856930558105) | > loss_mel: 17.137819290161133 (17.459862638527245) | > loss_duration: 2.154963493347168 (2.0530044868798325) | > loss_1: 30.973880767822266 (30.99810426335939) | > grad_norm_1: tensor(393.6106, device='cuda:0') (tensor(267.7855, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.4541 (0.3921155274753838) | > loader_time: 0.0077 (0.0044439955496452235)  --> TIME: 2024-06-11 17:35:42 -- STEP: 309/330 -- GLOBAL_STEP: 285650 | > loss_disc: 2.37799334526062 (2.3635147358607327) | > loss_disc_real_0: 0.10451513528823853 (0.11800292568299377) | > loss_disc_real_1: 0.18819057941436768 (0.19877679597791345) | > loss_disc_real_2: 0.19118870794773102 (0.21216936650592533) | > loss_disc_real_3: 0.24941332638263702 (0.22997381772038225) | > loss_disc_real_4: 0.20858410000801086 (0.22988747417155206) | > loss_disc_real_5: 0.21465381979942322 (0.22240001705857929) | > loss_0: 2.37799334526062 (2.3635147358607327) | > grad_norm_0: tensor(24.4352, device='cuda:0') (tensor(26.2918, device='cuda:0')) | > loss_gen: 2.471637487411499 (2.486874951513842) | > loss_kl: 1.8429447412490845 (1.9763365671472641) | > loss_feat: 7.003787517547607 (7.019328098852657) | > loss_mel: 16.293428421020508 (17.410947185504014) | > loss_duration: 2.2359118461608887 (2.064565219925445) | > loss_1: 29.84770965576172 (30.95805197780572) | > grad_norm_1: tensor(511.8137, device='cuda:0') (tensor(278.0363, device='cuda:0')) | > current_lr_0: 0.00018559422309160308 | > current_lr_1: 0.00018559422309160308 | > step_time: 0.5114 (0.39957342101532267) | > loader_time: 0.0071 (0.004640640178544622)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1877286434173584 (2.1877286434173584) | > loss_disc_real_0: 0.09166017174720764 (0.09166017174720764) | > loss_disc_real_1: 0.22499585151672363 (0.22499585151672363) | > loss_disc_real_2: 0.13181421160697937 (0.13181421160697937) | > loss_disc_real_3: 0.18559277057647705 (0.18559277057647705) | > loss_disc_real_4: 0.23566125333309174 (0.23566125333309174) | > loss_disc_real_5: 0.18740032613277435 (0.18740032613277435) | > loss_0: 2.1877286434173584 (2.1877286434173584) | > loss_gen: 2.3097708225250244 (2.3097708225250244) | > loss_kl: 1.997965693473816 (1.997965693473816) | > loss_feat: 6.671876907348633 (6.671876907348633) | > loss_mel: 17.309616088867188 (17.309616088867188) | > loss_duration: 2.92016863822937 (2.92016863822937) | > loss_1: 31.209396362304688 (31.209396362304688)  --> STEP: 1 | > loss_disc: 2.644021987915039 (2.644021987915039) | > loss_disc_real_0: 0.1475493609905243 (0.1475493609905243) | > loss_disc_real_1: 0.19034697115421295 (0.19034697115421295) | > loss_disc_real_2: 0.2623424232006073 (0.2623424232006073) | > loss_disc_real_3: 0.25649315118789673 (0.25649315118789673) | > loss_disc_real_4: 0.30561792850494385 (0.30561792850494385) | > loss_disc_real_5: 0.2860656678676605 (0.2860656678676605) | > loss_0: 2.644021987915039 (2.644021987915039) | > loss_gen: 2.3264880180358887 (2.3264880180358887) | > loss_kl: 2.254868745803833 (2.254868745803833) | > loss_feat: 6.070940017700195 (6.070940017700195) | > loss_mel: 19.00264549255371 (19.00264549255371) | > loss_duration: 2.466671943664551 (2.466671943664551) | > loss_1: 32.121612548828125 (32.121612548828125)  --> STEP: 2 | > loss_disc: 2.4545342922210693 (2.549278140068054) | > loss_disc_real_0: 0.061100348830223083 (0.10432485491037369) | > loss_disc_real_1: 0.23686817288398743 (0.2136075720191002) | > loss_disc_real_2: 0.23991793394088745 (0.2511301785707474) | > loss_disc_real_3: 0.16879817843437195 (0.21264566481113434) | > loss_disc_real_4: 0.22188492119312286 (0.26375142484903336) | > loss_disc_real_5: 0.16255038976669312 (0.22430802881717682) | > loss_0: 2.4545342922210693 (2.549278140068054) | > loss_gen: 1.9557983875274658 (2.1411432027816772) | > loss_kl: 2.942640781402588 (2.5987547636032104) | > loss_feat: 5.5839362144470215 (5.827438116073608) | > loss_mel: 18.04363250732422 (18.523138999938965) | > loss_duration: 2.502631664276123 (2.484651803970337) | > loss_1: 31.028640747070312 (31.57512664794922)  --> STEP: 3 | > loss_disc: 2.4099819660186768 (2.502846082051595) | > loss_disc_real_0: 0.09605120122432709 (0.10156697034835815) | > loss_disc_real_1: 0.19998614490032196 (0.2090670963128408) | > loss_disc_real_2: 0.16241151094436646 (0.22155728936195374) | > loss_disc_real_3: 0.22575654089450836 (0.2170159568389257) | > loss_disc_real_4: 0.2645086944103241 (0.26400384803613025) | > loss_disc_real_5: 0.2058572918176651 (0.2181577831506729) | > loss_0: 2.4099819660186768 (2.502846082051595) | > loss_gen: 2.138326406478882 (2.1402042706807456) | > loss_kl: 3.346662759780884 (2.848057428995768) | > loss_feat: 5.688938617706299 (5.781271616617839) | > loss_mel: 16.94850730895996 (17.99826176961263) | > loss_duration: 2.3119378089904785 (2.4270804723103843) | > loss_1: 30.434371948242188 (31.194875081380207)  --> STEP: 4 | > loss_disc: 2.105163097381592 (2.4034253358840942) | > loss_disc_real_0: 0.08210302889347076 (0.0967009849846363) | > loss_disc_real_1: 0.12756608426570892 (0.18869184330105782) | > loss_disc_real_2: 0.22611922025680542 (0.22269777208566666) | > loss_disc_real_3: 0.1844291239976883 (0.20886924862861633) | > loss_disc_real_4: 0.16790048778057098 (0.23997800797224045) | > loss_disc_real_5: 0.15612103044986725 (0.2026485949754715) | > loss_0: 2.105163097381592 (2.4034253358840942) | > loss_gen: 2.3440098762512207 (2.1911556720733643) | > loss_kl: 3.9501938819885254 (3.1235915422439575) | > loss_feat: 7.801607608795166 (6.28635561466217) | > loss_mel: 18.937305450439453 (18.233022689819336) | > loss_duration: 2.327791690826416 (2.402258276939392) | > loss_1: 35.36090850830078 (32.23638343811035)  --> STEP: 5 | > loss_disc: 2.345309257507324 (2.39180212020874) | > loss_disc_real_0: 0.12860465049743652 (0.10308171808719635) | > loss_disc_real_1: 0.1701444834470749 (0.18498237133026124) | > loss_disc_real_2: 0.1455361247062683 (0.207265442609787) | > loss_disc_real_3: 0.19270463287830353 (0.20563632547855376) | > loss_disc_real_4: 0.21576157212257385 (0.23513472080230713) | > loss_disc_real_5: 0.16126607358455658 (0.1943720906972885) | > loss_0: 2.345309257507324 (2.39180212020874) | > loss_gen: 2.2960386276245117 (2.2121322631835936) | > loss_kl: 2.646404266357422 (3.0281540870666506) | > loss_feat: 6.895054340362549 (6.408095359802246) | > loss_mel: 19.37681770324707 (18.461781692504882) | > loss_duration: 2.448509693145752 (2.411508560180664) | > loss_1: 33.66282272338867 (32.521671295166016)  --> STEP: 6 | > loss_disc: 2.2887070178985596 (2.3746196031570435) | > loss_disc_real_0: 0.08628098666667938 (0.10028159618377686) | > loss_disc_real_1: 0.11786580830812454 (0.17379627749323845) | > loss_disc_real_2: 0.1903923749923706 (0.20445326467355093) | > loss_disc_real_3: 0.23282842338085175 (0.21016834179560342) | > loss_disc_real_4: 0.22189125418663025 (0.232927476366361) | > loss_disc_real_5: 0.16279777884483337 (0.189109705388546) | > loss_0: 2.2887070178985596 (2.3746196031570435) | > loss_gen: 2.321256160736084 (2.2303195794423423) | > loss_kl: 3.34320068359375 (3.0806618531545005) | > loss_feat: 6.514479160308838 (6.425825993220012) | > loss_mel: 18.49681282043457 (18.467620213826496) | > loss_duration: 2.1712703704833984 (2.3714688618977866) | > loss_1: 32.84701919555664 (32.57589594523112)  --> STEP: 7 | > loss_disc: 2.4267194271087646 (2.3820624351501465) | > loss_disc_real_0: 0.1035713329911232 (0.10075155858482633) | > loss_disc_real_1: 0.21559125185012817 (0.17976698811565126) | > loss_disc_real_2: 0.18181896209716797 (0.2012197928769248) | > loss_disc_real_3: 0.2147396355867386 (0.2108213837657656) | > loss_disc_real_4: 0.29990947246551514 (0.24249633295195444) | > loss_disc_real_5: 0.277115136384964 (0.2016819098166057) | > loss_0: 2.4267194271087646 (2.3820624351501465) | > loss_gen: 2.301011562347412 (2.2404184341430664) | > loss_kl: 3.7966909408569336 (3.1829517228262767) | > loss_feat: 6.283106327056885 (6.405437469482422) | > loss_mel: 16.795639038085938 (18.228765760149276) | > loss_duration: 2.5462162494659424 (2.396432774407523) | > loss_1: 31.722665786743164 (32.454005922589985)  --> STEP: 8 | > loss_disc: 2.288393020629883 (2.3703537583351135) | > loss_disc_real_0: 0.171637624502182 (0.10961231682449579) | > loss_disc_real_1: 0.14598076045513153 (0.1755437096580863) | > loss_disc_real_2: 0.11542622745037079 (0.19049559719860554) | > loss_disc_real_3: 0.1580720841884613 (0.20422772131860256) | > loss_disc_real_4: 0.19027450680732727 (0.23596860468387604) | > loss_disc_real_5: 0.14649340510368347 (0.19478334672749043) | > loss_0: 2.288393020629883 (2.3703537583351135) | > loss_gen: 2.1119186878204346 (2.2243559658527374) | > loss_kl: 2.897585391998291 (3.1472809314727783) | > loss_feat: 8.130715370178223 (6.621097207069397) | > loss_mel: 19.609689712524414 (18.401381254196167) | > loss_duration: 2.287900447845459 (2.382866233587265) | > loss_1: 35.03780746459961 (32.77698111534119)  --> STEP: 9 | > loss_disc: 2.499267816543579 (2.3846775425804987) | > loss_disc_real_0: 0.10252798348665237 (0.10882516867584652) | > loss_disc_real_1: 0.12402202188968658 (0.16981907768381965) | > loss_disc_real_2: 0.21769936382770538 (0.1935182379351722) | > loss_disc_real_3: 0.18281210958957672 (0.20184820890426636) | > loss_disc_real_4: 0.21730530261993408 (0.23389490445454916) | > loss_disc_real_5: 0.19257760047912598 (0.19453826381100547) | > loss_0: 2.499267816543579 (2.3846775425804987) | > loss_gen: 1.9509927034378052 (2.1939822700288563) | > loss_kl: 2.8899343013763428 (3.1186868614620633) | > loss_feat: 7.948965549468994 (6.7686381340026855) | > loss_mel: 19.05336570739746 (18.473823971218533) | > loss_duration: 2.1706125736236572 (2.3592824935913086) | > loss_1: 34.01387023925781 (32.91441324022081)  --> STEP: 10 | > loss_disc: 2.4776992797851562 (2.393979716300964) | > loss_disc_real_0: 0.19170133769512177 (0.11711278557777405) | > loss_disc_real_1: 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loss_disc_real_4: 0.2635379135608673 (0.2390497408129952) | > loss_disc_real_5: 0.2280881255865097 (0.19974925978617233) | > loss_0: 2.5787172317504883 (2.4107740358872847) | > loss_gen: 2.2249386310577393 (2.199167154052041) | > loss_kl: 3.742581844329834 (3.1759404702620073) | > loss_feat: 6.411187171936035 (6.613377484408292) | > loss_mel: 17.272335052490234 (18.117509841918945) | > loss_duration: 2.572296619415283 (2.380310752175071) | > loss_1: 32.22333908081055 (32.486305236816406)  --> STEP: 12 | > loss_disc: 2.5678536891937256 (2.423864006996155) | > loss_disc_real_0: 0.17843133211135864 (0.12511519094308218) | > loss_disc_real_1: 0.2279062718153 (0.18356501124799252) | > loss_disc_real_2: 0.1686774492263794 (0.19094091653823853) | > loss_disc_real_3: 0.2549728751182556 (0.20952557399868965) | > loss_disc_real_4: 0.2603031098842621 (0.24082085490226746) | > loss_disc_real_5: 0.24525076150894165 (0.20354105159640312) | > loss_0: 2.5678536891937256 (2.423864006996155) | > loss_gen: 2.176826238632202 (2.197305411100388) | > loss_kl: 3.0928008556365967 (3.169012169043223) | > loss_feat: 5.884207248687744 (6.5526132980982466) | > loss_mel: 16.17841911315918 (17.955918947855633) | > loss_duration: 2.268036365509033 (2.3709545532862344) | > loss_1: 29.60028839111328 (32.24580383300781)  --> STEP: 13 | > loss_disc: 2.3698604106903076 (2.4197098842033973) | > loss_disc_real_0: 0.17504093050956726 (0.1289556324481964) | > loss_disc_real_1: 0.22785155475139618 (0.18697166844056204) | > loss_disc_real_2: 0.19360199570655823 (0.19114561493580157) | > loss_disc_real_3: 0.22655557096004486 (0.21083557376494774) | > loss_disc_real_4: 0.2322603166103363 (0.2401623519567343) | > loss_disc_real_5: 0.18050649762153625 (0.20176916282910567) | > loss_0: 2.3698604106903076 (2.4197098842033973) | > loss_gen: 2.4094362258911133 (2.21362316608429) | > loss_kl: 3.07422137260437 (3.1617205693171573) | > loss_feat: 5.848249435424805 (6.498431462507981) | > loss_mel: 17.530424118041992 (17.923188576331505) | > loss_duration: 2.2349660396575928 (2.3604938983917236) | > loss_1: 31.09729766845703 (32.157457204965446)  --> STEP: 14 | > loss_disc: 2.406707525253296 (2.41878114427839) | > loss_disc_real_0: 0.11819727718830109 (0.12818717850106104) | > loss_disc_real_1: 0.11757519096136093 (0.18201477719204767) | > loss_disc_real_2: 0.11809629201889038 (0.1859278061560222) | > loss_disc_real_3: 0.1980404108762741 (0.2099216335586139) | > loss_disc_real_4: 0.22836050391197205 (0.23931936281067984) | > loss_disc_real_5: 0.18019941449165344 (0.20022846651928766) | > loss_0: 2.406707525253296 (2.41878114427839) | > loss_gen: 2.027409076690674 (2.2003221596990317) | > loss_kl: 3.3079092502593994 (3.172162617955889) | > loss_feat: 7.725544452667236 (6.586082390376499) | > loss_mel: 19.102916717529297 (18.007454872131348) | > loss_duration: 2.4126946926116943 (2.364222526550293) | > loss_1: 34.576473236083984 (32.330244064331055)  --> STEP: 15 | > loss_disc: 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2.9052112102508545 (3.0724487702051797) | > loss_feat: 7.7537360191345215 (6.874238888422648) | > loss_mel: 19.431720733642578 (18.219086011250813) | > loss_duration: 2.2537684440612793 (2.3672843509250217) | > loss_1: 34.37910079956055 (32.709817250569664)  --> STEP: 19 | > loss_disc: 2.490307331085205 (2.4288108850780286) | > loss_disc_real_0: 0.13490979373455048 (0.13181579387501666) | > loss_disc_real_1: 0.13572005927562714 (0.17530561983585358) | > loss_disc_real_2: 0.18630363047122955 (0.1826617733428353) | > loss_disc_real_3: 0.20657984912395477 (0.20916351519132914) | > loss_disc_real_4: 0.22903355956077576 (0.23281306891064896) | > loss_disc_real_5: 0.1829729676246643 (0.20084214445791745) | > loss_0: 2.490307331085205 (2.4288108850780286) | > loss_gen: 1.9263455867767334 (2.16357980276409) | > loss_kl: 2.172830104827881 (3.0251004193958484) | > loss_feat: 6.791095733642578 (6.869862932907908) | > loss_mel: 16.010643005371094 (18.10285216883609) | > loss_duration: 2.3421435356140137 (2.3659611501191793) | > loss_1: 29.243059158325195 (32.52735629834627)  --> STEP: 20 | > loss_disc: 2.371260404586792 (2.425933361053467) | > loss_disc_real_0: 0.092206209897995 (0.12983531467616558) | > loss_disc_real_1: 0.1163099929690361 (0.1723558384925127) | > loss_disc_real_2: 0.15026284754276276 (0.18104182705283164) | > loss_disc_real_3: 0.18344363570213318 (0.20787752121686937) | > loss_disc_real_4: 0.17660047113895416 (0.23000243902206421) | > loss_disc_real_5: 0.22007927298545837 (0.2018040008842945) | > loss_0: 2.371260404586792 (2.425933361053467) | > loss_gen: 2.1698224544525146 (2.163891935348511) | > loss_kl: 2.273458957672119 (2.987518346309662) | > loss_feat: 9.099784851074219 (6.9813590288162235) | > loss_mel: 19.548913955688477 (18.175155258178712) | > loss_duration: 2.328437089920044 (2.3640849471092222) | > loss_1: 35.42041778564453 (32.67200937271118)  --> STEP: 21 | > loss_disc: 2.3320720195770264 (2.4214637733641124) | > loss_disc_real_0: 0.12701860070228577 (0.12970118543931416) | > loss_disc_real_1: 0.17016854882240295 (0.1722516818415551) | > loss_disc_real_2: 0.2353747934103012 (0.18362911116509212) | > loss_disc_real_3: 0.20323556661605835 (0.20765647575968788) | > loss_disc_real_4: 0.2153392881155014 (0.2293041937407993) | > loss_disc_real_5: 0.17773090302944183 (0.2006576628912063) | > loss_0: 2.3320720195770264 (2.4214637733641124) | > loss_gen: 2.2460923194885254 (2.1678062393551785) | > loss_kl: 2.3771092891693115 (2.9584512483505976) | > loss_feat: 6.953689098358154 (6.980041413080125) | > loss_mel: 16.563369750976562 (18.09840356735956) | > loss_duration: 2.1775803565979004 (2.355203776132493) | > loss_1: 30.317840576171875 (32.5599060966855)  --> STEP: 22 | > loss_disc: 2.317517042160034 (2.416738921945745) | > loss_disc_real_0: 0.06189867854118347 (0.12661925330758095) | > loss_disc_real_1: 0.10926051437854767 (0.16938844695687294) | > loss_disc_real_2: 0.16136622428894043 (0.18261716176163068) | > loss_disc_real_3: 0.16672545671463013 (0.20579597489400345) | > loss_disc_real_4: 0.19628764688968658 (0.22780344161120328) | > loss_disc_real_5: 0.2248436063528061 (0.20175702395764264) | > loss_0: 2.317517042160034 (2.416738921945745) | > loss_gen: 2.1259846687316895 (2.1659052588722925) | > loss_kl: 1.6634522676467896 (2.899587658318606) | > loss_feat: 7.67241907119751 (7.011513124812733) | > loss_mel: 19.217023849487305 (18.149249943819914) | > loss_duration: 2.212353229522705 (2.3487105694684116) | > loss_1: 32.891231536865234 (32.574966343966395)  --> STEP: 23 | > loss_disc: 2.3703973293304443 (2.4147240700929062) | > loss_disc_real_0: 0.12293568253517151 (0.12645909805660663) | > loss_disc_real_1: 0.2448830008506775 (0.17267081886529922) | > loss_disc_real_2: 0.17034664750099182 (0.18208366114160288) | > loss_disc_real_3: 0.211545929312706 (0.2060459729122079) | > loss_disc_real_4: 0.24140508472919464 (0.22839481739894205) | > loss_disc_real_5: 0.18604730069637299 (0.2010739925115005) | > loss_0: 2.3703973293304443 (2.4147240700929062) | > loss_gen: 2.422398090362549 (2.1770571211109995) | > loss_kl: 2.602067232131958 (2.886651987614839) | > loss_feat: 7.362825393676758 (7.026787571285082) | > loss_mel: 18.36286735534668 (18.158537657364555) | > loss_duration: 2.2677693367004395 (2.3451913854350215) | > loss_1: 33.01792526245117 (32.59422542737878)  --> STEP: 24 | > loss_disc: 2.411025285720825 (2.4145699540774026) | > loss_disc_real_0: 0.24221429228782654 (0.13128223114957413) | > loss_disc_real_1: 0.17105010151863098 (0.17260328897585472) | > loss_disc_real_2: 0.16579459607601166 (0.18140495009720325) | > loss_disc_real_3: 0.22590963542461395 (0.20687362551689148) | > loss_disc_real_4: 0.25923001766204834 (0.2296796174099048) | > loss_disc_real_5: 0.22622530162334442 (0.20212196372449398) | > loss_0: 2.411025285720825 (2.4145699540774026) | > loss_gen: 2.2580080032348633 (2.180430074532827) | > loss_kl: 2.563429594039917 (2.8731843878825507) | > loss_feat: 5.468859672546387 (6.961873908837636) | > loss_mel: 19.399019241333008 (18.210224390029907) | > loss_duration: 2.370049476623535 (2.346227139234543) | > loss_1: 32.059364318847656 (32.57193954785665)  --> STEP: 25 | > loss_disc: 2.5888671875 (2.421541843414307) | > loss_disc_real_0: 0.18091829121112823 (0.13326767355203628) | > loss_disc_real_1: 0.1965734213590622 (0.17356209427118302) | > loss_disc_real_2: 0.20065560936927795 (0.18217497646808625) | > loss_disc_real_3: 0.20153126120567322 (0.20665993094444274) | > loss_disc_real_4: 0.20232625305652618 (0.22858548283576965) | > loss_disc_real_5: 0.24430066347122192 (0.2038091117143631) | > loss_0: 2.5888671875 (2.421541843414307) | > loss_gen: 2.021125078201294 (2.1740578746795656) | > loss_kl: 2.6485109329223633 (2.864197449684143) | > loss_feat: 5.518026828765869 (6.904120025634765) | > loss_mel: 14.487897872924805 (18.061331329345702) | > loss_duration: 2.366105556488037 (2.3470222759246826) | > loss_1: 27.041667938232422 (32.35072868347168)  --> STEP: 26 | > loss_disc: 2.62851619720459 (2.429502395483164) | > loss_disc_real_0: 0.09700897336006165 (0.13187310816003725) | > loss_disc_real_1: 0.11558997631072998 (0.1713323974265502) | > loss_disc_real_2: 0.11760882288217545 (0.17969166286862814) | > loss_disc_real_3: 0.13716742396354675 (0.20398714221440828) | > loss_disc_real_4: 0.09515497833490372 (0.22345354035496712) | > loss_disc_real_5: 0.0788278728723526 (0.1990021409896704) | > loss_0: 2.62851619720459 (2.429502395483164) | > loss_gen: 1.5025477409362793 (2.148230561843285) | > loss_kl: 2.3662545680999756 (2.845045800392444) | > loss_feat: 14.638081550598145 (7.201580084287203) | > loss_mel: 20.878021240234375 (18.169665556687573) | > loss_duration: 2.2899415493011475 (2.344826863362239) | > loss_1: 41.674842834472656 (32.70934845851018) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024394163718590373 (-0.00021266937255859332) | > avg_loss_disc: 2.429502395483164 (+0.05578398704528853) | > avg_loss_disc_real_0: 0.13187310816003725 (-0.0070334002375602445) | > avg_loss_disc_real_1: 0.1713323974265502 (-0.09081020464117706) | > avg_loss_disc_real_2: 0.17969166286862814 (-0.046781523583027035) | > avg_loss_disc_real_3: 0.20398714221440828 (-0.052944940443222455) | > avg_loss_disc_real_4: 0.22345354035496712 (-0.010891699447081626) | > avg_loss_disc_real_5: 0.1990021409896704 (-0.025907636835024894) | > avg_loss_0: 2.429502395483164 (+0.05578398704528853) | > avg_loss_gen: 2.148230561843285 (-0.4030116567244897) | > avg_loss_kl: 2.845045800392444 (+0.003684818744659424) | > avg_loss_feat: 7.201580084287203 (+0.4148678412804232) | > avg_loss_mel: 18.169665556687573 (+0.41891530843880886) | > avg_loss_duration: 2.344826863362239 (+0.033169544660128114) | > avg_loss_1: 32.70934845851018 (+0.46762547126182596)  > EPOCH: 599/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:36:12)   --> TIME: 2024-06-11 17:36:15 -- STEP: 4/330 -- GLOBAL_STEP: 285675 | > loss_disc: 2.3080382347106934 (2.324475884437561) | > loss_disc_real_0: 0.07537774741649628 (0.09569935128092766) | > loss_disc_real_1: 0.15439723432064056 (0.21096458658576012) | > loss_disc_real_2: 0.24973739683628082 (0.22453949600458145) | > loss_disc_real_3: 0.24181950092315674 (0.23093599453568459) | > loss_disc_real_4: 0.24224983155727386 (0.24727145582437515) | > loss_disc_real_5: 0.24012644588947296 (0.20931129530072212) | > loss_0: 2.3080382347106934 (2.324475884437561) | > grad_norm_0: tensor(6.3855, device='cuda:0') (tensor(7.6803, device='cuda:0')) | > loss_gen: 2.5140843391418457 (2.527764916419983) | > loss_kl: 2.1383721828460693 (2.0606589317321777) | > loss_feat: 6.766668796539307 (6.548470497131348) | > loss_mel: 18.11385726928711 (17.624425888061523) | > loss_duration: 2.1751821041107178 (2.1820499897003174) | > loss_1: 31.70816421508789 (30.94336986541748) | > grad_norm_1: tensor(111.6969, device='cuda:0') (tensor(82.1857, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3788 (0.390128493309021) | > loader_time: 0.0031 (0.0029254555702209473)  --> TIME: 2024-06-11 17:36:24 -- STEP: 29/330 -- GLOBAL_STEP: 285700 | > loss_disc: 2.443045139312744 (2.3453494926978804) | > loss_disc_real_0: 0.09668952971696854 (0.10392094583346925) | > loss_disc_real_1: 0.21827459335327148 (0.20116423892563787) | > loss_disc_real_2: 0.22205790877342224 (0.2092368988127544) | > loss_disc_real_3: 0.23756130039691925 (0.23097931824881454) | > loss_disc_real_4: 0.23438763618469238 (0.23820716810637507) | > loss_disc_real_5: 0.2334696650505066 (0.22434485112798624) | > loss_0: 2.443045139312744 (2.3453494926978804) | > grad_norm_0: tensor(10.4334, device='cuda:0') (tensor(8.3461, device='cuda:0')) | > loss_gen: 2.3892903327941895 (2.505129501737397) | > loss_kl: 1.7040491104125977 (1.9295577920716385) | > loss_feat: 6.6058173179626465 (6.946994978806068) | > loss_mel: 18.10140037536621 (17.683307516163794) | > loss_duration: 1.992470383644104 (2.0412370459786775) | > loss_1: 30.793025970458984 (31.106226888196222) | > grad_norm_1: tensor(67.2853, device='cuda:0') (tensor(91.3568, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3663 (0.36765646112376243) | > loader_time: 0.0037 (0.0032218818006844356)  --> TIME: 2024-06-11 17:36:34 -- STEP: 54/330 -- GLOBAL_STEP: 285725 | > loss_disc: 2.328723907470703 (2.3645564803370727) | > loss_disc_real_0: 0.08662845194339752 (0.10663568490633259) | > loss_disc_real_1: 0.15165016055107117 (0.20123599000551082) | > loss_disc_real_2: 0.22082838416099548 (0.2133140781963313) | > loss_disc_real_3: 0.2259136140346527 (0.23054558756174864) | > loss_disc_real_4: 0.24995556473731995 (0.23451801444645282) | > loss_disc_real_5: 0.24303920567035675 (0.2224837867198167) | > loss_0: 2.328723907470703 (2.3645564803370727) | > grad_norm_0: tensor(8.0773, device='cuda:0') (tensor(8.2216, device='cuda:0')) | > loss_gen: 2.5798723697662354 (2.474714001019796) | > loss_kl: 1.8241466283798218 (1.9363300248428628) | > loss_feat: 7.7963032722473145 (6.91907497688576) | > loss_mel: 18.328632354736328 (17.6200614505344) | > loss_duration: 1.9573729038238525 (2.01567664190575) | > loss_1: 32.486328125 (30.965857011300546) | > grad_norm_1: tensor(145.0736, device='cuda:0') (tensor(90.9666, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3666 (0.3689729019447609) | > loader_time: 0.0035 (0.0034075004083138926)  --> TIME: 2024-06-11 17:36:43 -- STEP: 79/330 -- GLOBAL_STEP: 285750 | > loss_disc: 2.2845051288604736 (2.3590090938761277) | > loss_disc_real_0: 0.12119350582361221 (0.1082708648865736) | > loss_disc_real_1: 0.1568746566772461 (0.19996773611895646) | > loss_disc_real_2: 0.22645549476146698 (0.2119990856964377) | > loss_disc_real_3: 0.20572113990783691 (0.2301409346393392) | > loss_disc_real_4: 0.2098650336265564 (0.23395869531963445) | > loss_disc_real_5: 0.21707846224308014 (0.22277054152911221) | > loss_0: 2.2845051288604736 (2.3590090938761277) | > grad_norm_0: tensor(25.1882, device='cuda:0') (tensor(10.2629, device='cuda:0')) | > loss_gen: 2.5891377925872803 (2.4792835078661954) | > loss_kl: 2.033161163330078 (1.9385646430751946) | > loss_feat: 6.738156318664551 (6.983229347422153) | > loss_mel: 17.651611328125 (17.603543752356433) | > loss_duration: 1.9623517990112305 (2.006626818753496) | > loss_1: 30.97441864013672 (31.011247972898847) | > grad_norm_1: tensor(160.3072, device='cuda:0') (tensor(115.1906, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3811 (0.3703930679755875) | > loader_time: 0.0036 (0.0035073244118992287)  --> TIME: 2024-06-11 17:36:53 -- STEP: 104/330 -- GLOBAL_STEP: 285775 | > loss_disc: 2.2650389671325684 (2.3606585172506476) | > loss_disc_real_0: 0.11572904139757156 (0.1111331249658878) | > loss_disc_real_1: 0.18623977899551392 (0.20007919878340685) | > loss_disc_real_2: 0.2031000852584839 (0.21115374894669423) | > loss_disc_real_3: 0.2143133282661438 (0.22980797090209448) | > loss_disc_real_4: 0.21673065423965454 (0.23345468494181448) | > loss_disc_real_5: 0.22839590907096863 (0.2225859182385298) | > loss_0: 2.2650389671325684 (2.3606585172506476) | > grad_norm_0: tensor(20.7461, device='cuda:0') (tensor(12.6755, device='cuda:0')) | > loss_gen: 2.7069826126098633 (2.482721697825652) | > loss_kl: 1.9303029775619507 (1.9469471780153422) | > loss_feat: 7.631976127624512 (7.005207089277414) | > loss_mel: 17.89326286315918 (17.614702334770797) | > loss_duration: 2.0484890937805176 (2.008210950172864) | > loss_1: 32.21101379394531 (31.057789160655094) | > grad_norm_1: tensor(212.5671, device='cuda:0') (tensor(144.8310, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3854 (0.3712438322030582) | > loader_time: 0.0039 (0.0036023098688859204)  --> TIME: 2024-06-11 17:37:03 -- STEP: 129/330 -- GLOBAL_STEP: 285800 | > loss_disc: 2.3710262775421143 (2.358403782511866) | > loss_disc_real_0: 0.09553943574428558 (0.1106929365516633) | > loss_disc_real_1: 0.2400844544172287 (0.20116895633612492) | > loss_disc_real_2: 0.19465874135494232 (0.21175331893817398) | > loss_disc_real_3: 0.24294649064540863 (0.2296795185453208) | > loss_disc_real_4: 0.22532036900520325 (0.2324220755303553) | > loss_disc_real_5: 0.24650810658931732 (0.222400197802588) | > loss_0: 2.3710262775421143 (2.358403782511866) | > grad_norm_0: tensor(18.8801, device='cuda:0') (tensor(14.5874, device='cuda:0')) | > loss_gen: 2.475659132003784 (2.4856833727784857) | > loss_kl: 1.916867971420288 (1.9493281314539355) | > loss_feat: 7.374329090118408 (7.000786707382794) | > loss_mel: 17.32851219177246 (17.605066816936176) | > loss_duration: 1.9792475700378418 (2.009986795196238) | > loss_1: 31.074615478515625 (31.050851792328118) | > grad_norm_1: tensor(283.5961, device='cuda:0') (tensor(168.4352, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3754 (0.3739903361298318) | > loader_time: 0.0038 (0.0036787136580592903)  --> TIME: 2024-06-11 17:37:12 -- STEP: 154/330 -- GLOBAL_STEP: 285825 | > loss_disc: 2.3443799018859863 (2.3614340525168878) | > loss_disc_real_0: 0.09444603323936462 (0.11206776503618661) | > loss_disc_real_1: 0.19351375102996826 (0.20074461313424172) | > loss_disc_real_2: 0.21289953589439392 (0.2113899648576588) | > loss_disc_real_3: 0.23106800019741058 (0.22944083906613388) | > loss_disc_real_4: 0.2238357961177826 (0.23244110823838743) | > loss_disc_real_5: 0.20365269482135773 (0.2224077301753032) | > loss_0: 2.3443799018859863 (2.3614340525168878) | > grad_norm_0: tensor(26.4345, device='cuda:0') (tensor(15.5397, device='cuda:0')) | > loss_gen: 2.398007869720459 (2.4843589036495644) | > loss_kl: 2.098775625228882 (1.9572732727248947) | > loss_feat: 7.189204216003418 (7.0047692075952295) | > loss_mel: 17.125099182128906 (17.61639734986541) | > loss_duration: 2.0126185417175293 (2.0131710744523392) | > loss_1: 30.823705673217773 (31.075969745586445) | > grad_norm_1: tensor(270.9162, device='cuda:0') (tensor(181.4625, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3906 (0.3749709903419792) | > loader_time: 0.0044 (0.003763602925585462)  --> TIME: 2024-06-11 17:37:22 -- STEP: 179/330 -- GLOBAL_STEP: 285850 | > loss_disc: 2.3626949787139893 (2.3617467600540065) | > loss_disc_real_0: 0.1135021448135376 (0.11298735502212408) | > loss_disc_real_1: 0.24772745370864868 (0.2004028556233677) | > loss_disc_real_2: 0.2036493718624115 (0.2115368833089008) | > loss_disc_real_3: 0.2201111763715744 (0.22975703849139825) | > loss_disc_real_4: 0.24578148126602173 (0.23229623673348454) | > loss_disc_real_5: 0.2290579229593277 (0.22284559764009615) | > loss_0: 2.3626949787139893 (2.3617467600540065) | > grad_norm_0: tensor(22.4157, device='cuda:0') (tensor(17.6033, device='cuda:0')) | > loss_gen: 2.5219974517822266 (2.4959080911881433) | > loss_kl: 1.9447603225708008 (1.9613543076222169) | > loss_feat: 6.518515110015869 (7.023324785285821) | > loss_mel: 17.128719329833984 (17.59334281836142) | > loss_duration: 2.068389892578125 (2.0194396220106) | > loss_1: 30.182382583618164 (31.093369574520175) | > grad_norm_1: tensor(637.0276, device='cuda:0') (tensor(199.8987, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.3921 (0.3776565463849286) | > loader_time: 0.004 (0.003869125962923359)  --> TIME: 2024-06-11 17:37:33 -- STEP: 204/330 -- GLOBAL_STEP: 285875 | > loss_disc: 2.350595474243164 (2.362971046391656) | > loss_disc_real_0: 0.14192134141921997 (0.11389450367320986) | > loss_disc_real_1: 0.19271275401115417 (0.19967404314700288) | > loss_disc_real_2: 0.2234509140253067 (0.21179891560299724) | > loss_disc_real_3: 0.2393210530281067 (0.22992332703342624) | > loss_disc_real_4: 0.22386018931865692 (0.2322195085386435) | > loss_disc_real_5: 0.2572151720523834 (0.2221004294560236) | > loss_0: 2.350595474243164 (2.362971046391656) | > grad_norm_0: tensor(35.5147, device='cuda:0') (tensor(20.0602, device='cuda:0')) | > loss_gen: 2.6792054176330566 (2.497879119480357) | > loss_kl: 2.0783655643463135 (1.9653650802724503) | > loss_feat: 7.9339704513549805 (7.033258124893786) | > loss_mel: 17.380643844604492 (17.57979354671403) | > loss_duration: 2.005253314971924 (2.0269671853850877) | > loss_1: 32.07743835449219 (31.103262994803636) | > grad_norm_1: tensor(341.7534, device='cuda:0') (tensor(215.0051, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.4097 (0.3807634781388676) | > loader_time: 0.005 (0.0039754778731103035)  --> TIME: 2024-06-11 17:37:43 -- STEP: 229/330 -- GLOBAL_STEP: 285900 | > loss_disc: 2.3218157291412354 (2.3666666199546724) | > loss_disc_real_0: 0.15842637419700623 (0.11554934100683079) | > loss_disc_real_1: 0.16588687896728516 (0.20035545456357393) | > loss_disc_real_2: 0.193567156791687 (0.21246797126193234) | > loss_disc_real_3: 0.21176376938819885 (0.22988535450795852) | > loss_disc_real_4: 0.24316217005252838 (0.23203220534012306) | > loss_disc_real_5: 0.2118528187274933 (0.22246369185926612) | > loss_0: 2.3218157291412354 (2.3666666199546724) | > grad_norm_0: tensor(27.0711, device='cuda:0') (tensor(21.8209, device='cuda:0')) | > loss_gen: 2.5392098426818848 (2.4967783205373832) | > loss_kl: 2.1416263580322266 (1.9695362753222603) | > loss_feat: 6.740424156188965 (7.026838165183253) | > loss_mel: 18.168638229370117 (17.54393705842798) | > loss_duration: 2.1358275413513184 (2.0351098656133804) | > loss_1: 31.725727081298828 (31.07219964239795) | > grad_norm_1: tensor(212.7491, device='cuda:0') (tensor(230.4478, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.4067 (0.38391937439098106) | > loader_time: 0.005 (0.004089881238979022)  --> TIME: 2024-06-11 17:37:54 -- STEP: 254/330 -- GLOBAL_STEP: 285925 | > loss_disc: 2.4052562713623047 (2.3731392847271424) | > loss_disc_real_0: 0.16454914212226868 (0.11916905013829704) | > loss_disc_real_1: 0.23669348657131195 (0.20044888749601328) | > loss_disc_real_2: 0.22371651232242584 (0.21243003879006453) | > loss_disc_real_3: 0.22825326025485992 (0.2299850870539823) | > loss_disc_real_4: 0.2344537079334259 (0.23205349735153002) | > loss_disc_real_5: 0.21530583500862122 (0.22314470988793636) | > loss_0: 2.4052562713623047 (2.3731392847271424) | > grad_norm_0: tensor(59.2501, device='cuda:0') (tensor(24.5600, device='cuda:0')) | > loss_gen: 2.4986557960510254 (2.493459369253924) | > loss_kl: 1.9863417148590088 (1.9736297036719135) | > loss_feat: 7.095653533935547 (7.004936867811548) | > loss_mel: 16.692907333374023 (17.487460564440635) | > loss_duration: 2.0761594772338867 (2.0425022211600488) | > loss_1: 30.349716186523438 (31.001988696301076) | > grad_norm_1: tensor(431.5955, device='cuda:0') (tensor(246.0931, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.4222 (0.38766586311220186) | > loader_time: 0.0055 (0.004221121157248189)  --> TIME: 2024-06-11 17:38:05 -- STEP: 279/330 -- GLOBAL_STEP: 285950 | > loss_disc: 2.4661998748779297 (2.3748975782838784) | > loss_disc_real_0: 0.18014013767242432 (0.11932211222400801) | > loss_disc_real_1: 0.24623025953769684 (0.2016818615804863) | > loss_disc_real_2: 0.2087094783782959 (0.21231115056622407) | > loss_disc_real_3: 0.2637374997138977 (0.22997899487027132) | > loss_disc_real_4: 0.2326287180185318 (0.23180289037765994) | > loss_disc_real_5: 0.24335652589797974 (0.22280415748396226) | > loss_0: 2.4661998748779297 (2.3748975782838784) | > grad_norm_0: tensor(45.7579, device='cuda:0') (tensor(26.1139, device='cuda:0')) | > loss_gen: 2.699070692062378 (2.4953050322857377) | > loss_kl: 2.014508008956909 (1.9782765291924973) | > loss_feat: 6.503807067871094 (7.0103398172658835) | > loss_mel: 17.170347213745117 (17.44467464911895) | > loss_duration: 2.142723798751831 (2.051666212765547) | > loss_1: 30.53045654296875 (30.980262229946778) | > grad_norm_1: tensor(114.9030, device='cuda:0') (tensor(262.0140, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.4432 (0.39209758509017234) | > loader_time: 0.0058 (0.004368838443551013)  --> TIME: 2024-06-11 17:38:17 -- STEP: 304/330 -- GLOBAL_STEP: 285975 | > loss_disc: 2.543649911880493 (2.378664787662657) | > loss_disc_real_0: 0.2757120430469513 (0.12133925047850139) | > loss_disc_real_1: 0.1875060349702835 (0.20131410109369377) | > loss_disc_real_2: 0.14704854786396027 (0.2128555366867467) | > loss_disc_real_3: 0.2539222836494446 (0.23024522302378164) | > loss_disc_real_4: 0.3314586877822876 (0.23169424992642904) | > loss_disc_real_5: 0.22682075202465057 (0.22278989077006517) | > loss_0: 2.543649911880493 (2.378664787662657) | > grad_norm_0: tensor(37.7370, device='cuda:0') (tensor(28.8377, device='cuda:0')) | > loss_gen: 2.3612327575683594 (2.49111476775847) | > loss_kl: 1.9763532876968384 (1.9803673679891385) | > loss_feat: 9.910823822021484 (7.026436247323689) | > loss_mel: 17.765060424804688 (17.398843881330993) | > loss_duration: 2.213386058807373 (2.062311523054776) | > loss_1: 34.22685623168945 (30.959073794515508) | > grad_norm_1: tensor(404.1765, device='cuda:0') (tensor(281.6790, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 0.5111 (0.39824365863674566) | > loader_time: 0.0068 (0.0045434079672160895)  --> TIME: 2024-06-11 17:38:45 -- STEP: 329/330 -- GLOBAL_STEP: 286000 | > loss_disc: 2.442155599594116 (2.3852660351611212) | > loss_disc_real_0: 0.12356967478990555 (0.12298032969779882) | > loss_disc_real_1: 0.28395527601242065 (0.20187770944417066) | > loss_disc_real_2: 0.2465750277042389 (0.21296923242984933) | > loss_disc_real_3: 0.18083058297634125 (0.2303791349147953) | > loss_disc_real_4: 0.23057541251182556 (0.23243399870250725) | > loss_disc_real_5: 0.24745962023735046 (0.22299662178048246) | > loss_0: 2.442155599594116 (2.3852660351611212) | > grad_norm_0: tensor(7.5496, device='cuda:0') (tensor(28.5684, device='cuda:0')) | > loss_gen: 2.3436965942382812 (2.486516467706047) | > loss_kl: 2.2211356163024902 (1.990754651443574) | > loss_feat: 10.783764839172363 (7.111286038685715) | > loss_mel: 18.45407485961914 (17.36077990720338) | > loss_duration: 2.304229259490967 (2.076807648215251) | > loss_1: 36.106903076171875 (31.026144706007194) | > grad_norm_1: tensor(203.9797, device='cuda:0') (tensor(282.9304, device='cuda:0')) | > current_lr_0: 0.0001855710238137166 | > current_lr_1: 0.0001855710238137166 | > step_time: 14.2466 (0.4524385508795277) | > loader_time: 0.0333 (0.0049768689917938334) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_286000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6904563903808594 (2.6904563903808594) | > loss_disc_real_0: 0.08883677423000336 (0.08883677423000336) | > loss_disc_real_1: 0.2709400951862335 (0.2709400951862335) | > loss_disc_real_2: 0.18976593017578125 (0.18976593017578125) | > loss_disc_real_3: 0.29507026076316833 (0.29507026076316833) | > loss_disc_real_4: 0.2507241368293762 (0.2507241368293762) | > loss_disc_real_5: 0.21636039018630981 (0.21636039018630981) | > loss_0: 2.6904563903808594 (2.6904563903808594) | > loss_gen: 1.966570258140564 (1.966570258140564) | > loss_kl: 2.5604939460754395 (2.5604939460754395) | > loss_feat: 4.548696994781494 (4.548696994781494) | > loss_mel: 15.28109073638916 (15.28109073638916) | > loss_duration: 3.05029296875 (3.05029296875) | > loss_1: 27.40714454650879 (27.40714454650879)  --> STEP: 1 | > loss_disc: 2.389474391937256 (2.389474391937256) | > loss_disc_real_0: 0.04148110747337341 (0.04148110747337341) | > loss_disc_real_1: 0.19093972444534302 (0.19093972444534302) | > loss_disc_real_2: 0.1593780815601349 (0.1593780815601349) | > loss_disc_real_3: 0.17333269119262695 (0.17333269119262695) | > loss_disc_real_4: 0.251483291387558 (0.251483291387558) | > loss_disc_real_5: 0.2691229283809662 (0.2691229283809662) | > loss_0: 2.389474391937256 (2.389474391937256) | > loss_gen: 2.0632827281951904 (2.0632827281951904) | > loss_kl: 2.6701815128326416 (2.6701815128326416) | > loss_feat: 5.580606937408447 (5.580606937408447) | > loss_mel: 18.021068572998047 (18.021068572998047) | > loss_duration: 2.493915319442749 (2.493915319442749) | > loss_1: 30.829055786132812 (30.829055786132812)  --> STEP: 2 | > loss_disc: 2.3453359603881836 (2.3674051761627197) | > loss_disc_real_0: 0.07076989114284515 (0.05612549930810928) | > loss_disc_real_1: 0.2352978140115738 (0.2131187692284584) | > loss_disc_real_2: 0.27447831630706787 (0.21692819893360138) | > loss_disc_real_3: 0.21505628526210785 (0.1941944882273674) | > loss_disc_real_4: 0.2087659239768982 (0.2301246076822281) | > loss_disc_real_5: 0.1832791417837143 (0.22620103508234024) | > loss_0: 2.3453359603881836 (2.3674051761627197) | > loss_gen: 2.3600194454193115 (2.211651086807251) | > loss_kl: 2.5064094066619873 (2.5882954597473145) | > loss_feat: 6.312936305999756 (5.946771621704102) | > loss_mel: 18.12417984008789 (18.07262420654297) | > loss_duration: 2.4161407947540283 (2.4550280570983887) | > loss_1: 31.71968650817871 (31.27437114715576)  --> STEP: 3 | > loss_disc: 2.328416585922241 (2.3544089794158936) | > loss_disc_real_0: 0.09259611368179321 (0.06828237076600392) | > loss_disc_real_1: 0.18193931877613068 (0.2027256190776825) | > loss_disc_real_2: 0.18209007382392883 (0.20531549056371054) | > loss_disc_real_3: 0.22574016451835632 (0.20470971365769705) | > loss_disc_real_4: 0.22579553723335266 (0.22868158419926962) | > loss_disc_real_5: 0.24922585487365723 (0.23387597501277924) | > loss_0: 2.328416585922241 (2.3544089794158936) | > loss_gen: 2.3373358249664307 (2.2535459995269775) | > loss_kl: 3.0212745666503906 (2.7326218287150064) | > loss_feat: 5.9931464195251465 (5.96222988764445) | > loss_mel: 14.937382698059082 (17.027543703715008) | > loss_duration: 2.305922031402588 (2.4053260485331216) | > loss_1: 28.595062255859375 (30.3812681833903)  --> STEP: 4 | > loss_disc: 2.417739152908325 (2.3702415227890015) | > loss_disc_real_0: 0.08600013703107834 (0.07271181233227253) | > loss_disc_real_1: 0.12234923243522644 (0.18263152241706848) | > loss_disc_real_2: 0.25713613629341125 (0.2182706519961357) | > loss_disc_real_3: 0.2308618128299713 (0.2112477384507656) | > loss_disc_real_4: 0.18482543528079987 (0.21771754696965218) | > loss_disc_real_5: 0.21341323852539062 (0.22876029089093208) | > loss_0: 2.417739152908325 (2.3702415227890015) | > loss_gen: 2.021653413772583 (2.195572853088379) | > loss_kl: 3.8464674949645996 (3.011083245277405) | > loss_feat: 6.101347923278809 (5.9970093965530396) | > loss_mel: 18.54540252685547 (17.407008409500122) | > loss_duration: 2.3402113914489746 (2.389047384262085) | > loss_1: 32.85508346557617 (30.999722003936768)  --> STEP: 5 | > loss_disc: 2.567723274230957 (2.4097378730773924) | > loss_disc_real_0: 0.18980036675930023 (0.09612952321767806) | > loss_disc_real_1: 0.23275645077228546 (0.19265650808811188) | > loss_disc_real_2: 0.3232462704181671 (0.239265775680542) | > loss_disc_real_3: 0.2359897941350937 (0.21619614958763123) | > loss_disc_real_4: 0.21240849792957306 (0.21665573716163636) | > loss_disc_real_5: 0.1662881225347519 (0.21626585721969604) | > loss_0: 2.567723274230957 (2.4097378730773924) | > loss_gen: 2.313227653503418 (2.2191038131713867) | > loss_kl: 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(2.3524215618769326) | > loss_1: 33.05516815185547 (31.637460390726726)  --> STEP: 7 | > loss_disc: 2.3363265991210938 (2.390460661479405) | > loss_disc_real_0: 0.12150496244430542 (0.0956103407910892) | > loss_disc_real_1: 0.22076968848705292 (0.20530455453055246) | > loss_disc_real_2: 0.22882592678070068 (0.23435116239956447) | > loss_disc_real_3: 0.2588542103767395 (0.21720931572573526) | > loss_disc_real_4: 0.18786095082759857 (0.21189810974257334) | > loss_disc_real_5: 0.18991166353225708 (0.21346760434763773) | > loss_0: 2.3363265991210938 (2.390460661479405) | > loss_gen: 2.4444594383239746 (2.2514515944889615) | > loss_kl: 3.9192209243774414 (3.1536729676382884) | > loss_feat: 6.5933403968811035 (6.126637254442487) | > loss_mel: 16.37456512451172 (17.75992625100272) | > loss_duration: 2.6227529048919678 (2.391040325164795) | > loss_1: 31.9543399810791 (31.682728903634207)  --> STEP: 8 | > loss_disc: 2.416884422302246 (2.39376363158226) | > loss_disc_real_0: 0.08961540460586548 (0.09486097376793623) | > loss_disc_real_1: 0.17351572215557098 (0.20133095048367977) | > loss_disc_real_2: 0.19802185893058777 (0.22980999946594238) | > loss_disc_real_3: 0.22460858523845673 (0.21813422441482544) | > loss_disc_real_4: 0.2455264925956726 (0.21610165759921074) | > loss_disc_real_5: 0.26914292573928833 (0.22042701952159405) | > loss_0: 2.416884422302246 (2.39376363158226) | > loss_gen: 2.1155121326446533 (2.234459161758423) | > loss_kl: 3.5759902000427246 (3.2064626216888428) | > loss_feat: 7.140210151672363 (6.253333866596222) | > loss_mel: 19.608930587768555 (17.99105179309845) | > loss_duration: 2.246568202972412 (2.372981309890747) | > loss_1: 34.68721008300781 (32.05828905105591)  --> STEP: 9 | > loss_disc: 2.6509666442871094 (2.422341744105021) | > loss_disc_real_0: 0.21967723965644836 (0.10872944775554869) | > loss_disc_real_1: 0.12745003402233124 (0.19312195976575217) | > loss_disc_real_2: 0.24165958166122437 (0.2311266197098626) | > loss_disc_real_3: 0.26243144273757935 (0.2230561375617981) | > loss_disc_real_4: 0.2084469050168991 (0.21525112953450945) | > loss_disc_real_5: 0.3214062750339508 (0.2316469368007448) | > loss_0: 2.6509666442871094 (2.422341744105021) | > loss_gen: 2.3647916316986084 (2.2489405473073325) | > loss_kl: 2.216392993927002 (3.0964548852708607) | > loss_feat: 8.912273406982422 (6.5487715933057995) | > loss_mel: 17.803884506225586 (17.970255427890354) | > loss_duration: 2.1298575401306152 (2.345967557695177) | > loss_1: 33.42720031738281 (32.21039030287001)  --> STEP: 10 | > loss_disc: 2.7037525177001953 (2.4504828214645387) | > loss_disc_real_0: 0.19625991582870483 (0.1174824945628643) | > loss_disc_real_1: 0.28618502616882324 (0.20242826640605927) | > loss_disc_real_2: 0.2066769003868103 (0.22868164777755737) | > loss_disc_real_3: 0.1909165382385254 (0.21984217762947084) | > loss_disc_real_4: 0.24218116700649261 (0.21794413328170775) | > loss_disc_real_5: 0.29659751057624817 (0.23814199417829512) | > loss_0: 2.7037525177001953 (2.4504828214645387) | > loss_gen: 2.084341049194336 (2.232480597496033) | > loss_kl: 2.78583025932312 (3.0653924226760862) | > loss_feat: 4.29482889175415 (6.323377323150635) | > loss_mel: 15.133270263671875 (17.686556911468507) | > loss_duration: 2.3688790798187256 (2.348258709907532) | > loss_1: 26.66714859008789 (31.656066131591796)  --> STEP: 11 | > loss_disc: 2.446225881576538 (2.4500958269292656) | > loss_disc_real_0: 0.09863575547933578 (0.11576915464617989) | > loss_disc_real_1: 0.11547805368900299 (0.1945237016135996) | > loss_disc_real_2: 0.25783196091651917 (0.23133167624473572) | > loss_disc_real_3: 0.30416157841682434 (0.22750757770104843) | > loss_disc_real_4: 0.227883443236351 (0.21884770691394806) | > loss_disc_real_5: 0.25088703632354736 (0.23930063437331806) | > loss_0: 2.446225881576538 (2.4500958269292656) | > loss_gen: 2.20402193069458 (2.229893445968628) | > loss_kl: 3.8126590251922607 (3.1333257501775567) | > loss_feat: 5.04327917098999 (6.207004763863304) | > loss_mel: 17.307159423828125 (17.652066230773926) | > loss_duration: 2.504862070083618 (2.3624953790144487) | > loss_1: 30.871980667114258 (31.584785634821113)  --> STEP: 12 | > loss_disc: 2.5220041275024414 (2.4560881853103638) | > loss_disc_real_0: 0.146508127450943 (0.11833073571324348) | > loss_disc_real_1: 0.17354153096675873 (0.19277518739302954) | > loss_disc_real_2: 0.3058757185935974 (0.23754367977380753) | > loss_disc_real_3: 0.2439354807138443 (0.22887656961878142) | > loss_disc_real_4: 0.25341829657554626 (0.2217285893857479) | > loss_disc_real_5: 0.233785480260849 (0.23884103819727898) | > loss_0: 2.5220041275024414 (2.4560881853103638) | > loss_gen: 2.2766213417053223 (2.2337874372800193) | > loss_kl: 2.997756004333496 (3.1220282713572183) | > loss_feat: 6.432199478149414 (6.225770990053813) | > loss_mel: 16.47993278503418 (17.554388443628948) | > loss_duration: 2.3351521492004395 (2.3602167765299478) | > loss_1: 30.52166175842285 (31.49619197845459)  --> STEP: 13 | > loss_disc: 2.3747684955596924 (2.4498328245603123) | > loss_disc_real_0: 0.15419936180114746 (0.1210898607969284) | > loss_disc_real_1: 0.19930623471736908 (0.19327757564874795) | > loss_disc_real_2: 0.1995285451412201 (0.23461943864822388) | > loss_disc_real_3: 0.24766679108142853 (0.23032197126975426) | > loss_disc_real_4: 0.21105195581912994 (0.22090730988062346) | > loss_disc_real_5: 0.2747669816017151 (0.24160457230531251) | > loss_0: 2.3747684955596924 (2.4498328245603123) | > loss_gen: 2.5675971508026123 (2.2594651075509877) | > loss_kl: 3.4265599250793457 (3.1454537831819973) | > loss_feat: 7.785333633422852 (6.345737347236047) | > loss_mel: 17.351787567138672 (17.538803760822002) | > loss_duration: 2.3322253227233887 (2.358063587775597) | > loss_1: 33.4635009765625 (31.647523439847507)  --> STEP: 14 | > loss_disc: 2.6755173206329346 (2.4659531457083568) | > loss_disc_real_0: 0.18380850553512573 (0.12556976399251393) | > loss_disc_real_1: 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loss_disc_real_4: 0.23923300206661224 (0.21943656106789908) | > loss_disc_real_5: 0.2778540253639221 (0.2413310408592224) | > loss_0: 2.642613410949707 (2.4777304967244467) | > loss_gen: 2.41849422454834 (2.2604429721832275) | > loss_kl: 3.376322031021118 (3.209745931625366) | > loss_feat: 5.633753776550293 (6.378824075063069) | > loss_mel: 17.50750160217285 (17.59162451426188) | > loss_duration: 2.3860039710998535 (2.360143804550171) | > loss_1: 31.32207679748535 (31.800781377156575)  --> STEP: 16 | > loss_disc: 2.783524990081787 (2.4968426525592804) | > loss_disc_real_0: 0.21330733597278595 (0.1336764357984066) | > loss_disc_real_1: 0.22553765773773193 (0.19523201044648886) | > loss_disc_real_2: 0.23889493942260742 (0.23556140437722206) | > loss_disc_real_3: 0.28914833068847656 (0.2390475021675229) | > loss_disc_real_4: 0.2228531837463379 (0.2196500999853015) | > loss_disc_real_5: 0.3426412045955658 (0.24766292609274387) | > loss_0: 2.783524990081787 (2.4968426525592804) | > loss_gen: 2.1433157920837402 (2.2531225234270096) | > loss_kl: 2.8274219036102295 (3.18585067987442) | > loss_feat: 4.725240230560303 (6.275475084781647) | > loss_mel: 13.508687019348145 (17.336440920829773) | > loss_duration: 2.435448169708252 (2.364850327372551) | > loss_1: 25.640111923217773 (31.4157395362854)  --> STEP: 17 | > loss_disc: 2.6545419692993164 (2.506119082955753) | > loss_disc_real_0: 0.11002760380506516 (0.1322853280340924) | > loss_disc_real_1: 0.23060309886932373 (0.19731266270665562) | > loss_disc_real_2: 0.22571273148059845 (0.23498207067742066) | > loss_disc_real_3: 0.23251855373382568 (0.2386634463773054) | > loss_disc_real_4: 0.2182813584804535 (0.21956958577913396) | > loss_disc_real_5: 0.31726378202438354 (0.25175709408872265) | > loss_0: 2.6545419692993164 (2.506119082955753) | > loss_gen: 2.0384035110473633 (2.2404919932870304) | > loss_kl: 2.5210201740264893 (3.146743003059836) | > loss_feat: 7.220503807067871 (6.331065009622013) | > loss_mel: 18.71929168701172 (17.41778508354636) | > loss_duration: 2.4621055126190186 (2.370571220622343) | > loss_1: 32.96132278442383 (31.5066561979406)  --> STEP: 18 | > loss_disc: 2.6007347106933594 (2.5113755067189536) | > loss_disc_real_0: 0.09535970538854599 (0.13023390455378425) | > loss_disc_real_1: 0.13997724652290344 (0.19412736180755827) | > loss_disc_real_2: 0.21998192369937897 (0.23414872917864057) | > loss_disc_real_3: 0.2393484264612198 (0.23870150082641178) | > loss_disc_real_4: 0.22325310111045837 (0.2197742255197631) | > loss_disc_real_5: 0.2706596255302429 (0.2528072347243627) | > loss_0: 2.6007347106933594 (2.5113755067189536) | > loss_gen: 2.1677606105804443 (2.236451360914442) | > loss_kl: 2.0751101970672607 (3.0872078471713595) | > loss_feat: 8.187884330749512 (6.434221638573541) | > loss_mel: 19.491500854492188 (17.53299151526557) | > loss_duration: 2.234696865081787 (2.3630226453145347) | > loss_1: 34.156951904296875 (31.653894848293728)  --> STEP: 19 | > loss_disc: 2.41675066947937 (2.5063952521273962) | > loss_disc_real_0: 0.10953272134065628 (0.1291443685951986) | > loss_disc_real_1: 0.17285624146461487 (0.19300782915792966) | > loss_disc_real_2: 0.23806992173194885 (0.23435510773407786) | > loss_disc_real_3: 0.27955758571624756 (0.24085182108377157) | > loss_disc_real_4: 0.2496323436498642 (0.22134570542134738) | > loss_disc_real_5: 0.19089113175868988 (0.2495484924630115) | > loss_0: 2.41675066947937 (2.5063952521273962) | > loss_gen: 2.2585768699645996 (2.237615861390766) | > loss_kl: 2.232346773147583 (3.042215159064845) | > loss_feat: 6.7963480949401855 (6.453280925750732) | > loss_mel: 17.016653060913086 (17.505815807141754) | > loss_duration: 2.3715662956237793 (2.3634723111202844) | > loss_1: 30.675493240356445 (31.602400026823346)  --> STEP: 20 | > loss_disc: 2.3446290493011475 (2.4983069419860837) | > loss_disc_real_0: 0.1582862287759781 (0.13060146160423758) | > loss_disc_real_1: 0.17695564031600952 (0.19220521971583365) | > 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(0.21904856108483814) | > loss_disc_real_5: 0.21520473062992096 (0.24683083451929547) | > loss_0: 2.299243927001953 (2.488827750796363) | > loss_gen: 2.0937209129333496 (2.2378187747228715) | > loss_kl: 2.318385601043701 (2.9826369285583496) | > loss_feat: 6.977928161621094 (6.581943125951858) | > loss_mel: 15.345281600952148 (17.52812185741606) | > loss_duration: 2.15683650970459 (2.3511905443100707) | > loss_1: 28.892154693603516 (31.681711378551665)  --> STEP: 22 | > loss_disc: 2.447118043899536 (2.4869318550283257) | > loss_disc_real_0: 0.1563096046447754 (0.129373197528449) | > loss_disc_real_1: 0.16325004398822784 (0.18859326907179572) | > loss_disc_real_2: 0.18795327842235565 (0.230680912733078) | > loss_disc_real_3: 0.20344431698322296 (0.23677608506246048) | > loss_disc_real_4: 0.21365030109882355 (0.21880318563092838) | > loss_disc_real_5: 0.2017497718334198 (0.24478169530630112) | > loss_0: 2.447118043899536 (2.4869318550283257) | > loss_gen: 1.9917292594909668 (2.2266328876668755) | > loss_kl: 2.105307102203369 (2.9427583000876685) | > loss_feat: 6.66050910949707 (6.585514307022095) | > loss_mel: 17.861541748046875 (17.543277306990188) | > loss_duration: 2.2032694816589355 (2.34446685964411) | > loss_1: 30.822357177734375 (31.642649823969062)  --> STEP: 23 | > loss_disc: 2.1747114658355713 (2.473357055498206) | > loss_disc_real_0: 0.1365574598312378 (0.12968555675900503) | > loss_disc_real_1: 0.10716598480939865 (0.18505295236473498) | > loss_disc_real_2: 0.25132980942726135 (0.2315786908502164) | > loss_disc_real_3: 0.26834243535995483 (0.238148535075395) | > loss_disc_real_4: 0.17378421127796173 (0.21684583891992984) | > loss_disc_real_5: 0.2035619020462036 (0.24298953038194906) | > loss_0: 2.1747114658355713 (2.473357055498206) | > loss_gen: 2.654980421066284 (2.24525669346685) | > loss_kl: 2.5027854442596436 (2.92362904548645) | > loss_feat: 7.242018699645996 (6.614057976266612) | > loss_mel: 18.1480712890625 (17.56957269751507) | > loss_duration: 2.279297351837158 (2.341633402782938) | > loss_1: 32.827152252197266 (31.6941499295442)  --> STEP: 24 | > loss_disc: 2.319934368133545 (2.4669644435246787) | > loss_disc_real_0: 0.09423408657312393 (0.12820841216792664) | > loss_disc_real_1: 0.11940044909715652 (0.18231743139525255) | > loss_disc_real_2: 0.1687237173318863 (0.228959733620286) | > loss_disc_real_3: 0.2680153250694275 (0.2393929846584797) | > loss_disc_real_4: 0.21890780329704285 (0.21693175410230955) | > loss_disc_real_5: 0.26196521520614624 (0.2437801839162906) | > loss_0: 2.319934368133545 (2.4669644435246787) | > loss_gen: 2.237751007080078 (2.2449439565340676) | > loss_kl: 2.4241812229156494 (2.902818719546) | > loss_feat: 6.47076416015625 (6.608087400595347) | > loss_mel: 18.87570571899414 (17.623994906743366) | > loss_duration: 2.3709142208099365 (2.3428534368673963) | > loss_1: 32.37931442260742 (31.7226984500885)  --> STEP: 25 | > loss_disc: 2.570176839828491 (2.471092939376831) | > loss_disc_real_0: 0.15682266652584076 (0.12935298234224318) | > loss_disc_real_1: 0.16709597408771515 (0.18170857310295105) | > loss_disc_real_2: 0.27455073595046997 (0.23078337371349333) | > loss_disc_real_3: 0.26908454298973083 (0.24058064699172974) | > loss_disc_real_4: 0.20970706641674042 (0.2166427665948868) | > loss_disc_real_5: 0.2317735254764557 (0.2432999175786972) | > loss_0: 2.570176839828491 (2.471092939376831) | > loss_gen: 2.1856446266174316 (2.2425719833374025) | > loss_kl: 2.565988302230835 (2.8893455028533936) | > loss_feat: 6.959235668182373 (6.622133331298828) | > loss_mel: 14.779644012451172 (17.51022087097168) | > loss_duration: 2.3898959159851074 (2.3447351360321047) | > loss_1: 28.880407333374023 (31.609006805419924)  --> STEP: 26 | > loss_disc: 2.7054343223571777 (2.48010606949146) | > loss_disc_real_0: 0.04204608127474785 (0.12599502460887796) | > loss_disc_real_1: 0.21225006878376007 (0.1828832460137514) | > loss_disc_real_2: 0.21410800516605377 (0.23014201338474566) | > loss_disc_real_3: 0.1951059103012085 (0.23883161865747893) | > loss_disc_real_4: 0.19441379606723785 (0.2157878061899772) | > loss_disc_real_5: 0.2516443729400635 (0.24362085816951898) | > loss_0: 2.7054343223571777 (2.48010606949146) | > loss_gen: 1.585978627204895 (2.2173183927169213) | > loss_kl: 2.4087142944335938 (2.87085968714494) | > loss_feat: 4.037891864776611 (6.522739428740281) | > loss_mel: 12.902045249938965 (17.332983347085808) | > loss_duration: 2.263070821762085 (2.341594200867873) | > loss_1: 23.197702407836914 (31.285495097820576) --> EVAL PERFORMANCE | > avg_loader_time: 0.002382901998666616 (-5.6514373192421107e-05) | > avg_loss_disc: 2.48010606949146 (+0.05060367400829602) | > avg_loss_disc_real_0: 0.12599502460887796 (-0.005878083551159291) | > avg_loss_disc_real_1: 0.1828832460137514 (+0.011550848587201179) | > avg_loss_disc_real_2: 0.23014201338474566 (+0.050450350516117515) | > avg_loss_disc_real_3: 0.23883161865747893 (+0.03484447644307065) | > avg_loss_disc_real_4: 0.2157878061899772 (-0.007665734164989918) | > avg_loss_disc_real_5: 0.24362085816951898 (+0.04461871717984858) | > avg_loss_0: 2.48010606949146 (+0.05060367400829602) | > avg_loss_gen: 2.2173183927169213 (+0.06908783087363624) | > avg_loss_kl: 2.87085968714494 (+0.02581388675249574) | > avg_loss_feat: 6.522739428740281 (-0.6788406555469217) | > avg_loss_mel: 17.332983347085808 (-0.836682209601765) | > avg_loss_duration: 2.341594200867873 (-0.0032326624943657123) | > avg_loss_1: 31.285495097820576 (-1.423853360689602)  > EPOCH: 600/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:38:55)   --> TIME: 2024-06-11 17:39:04 -- STEP: 24/330 -- GLOBAL_STEP: 286025 | > loss_disc: 2.244440793991089 (2.3363722960154214) | > loss_disc_real_0: 0.0997438132762909 (0.10592967737466097) | > loss_disc_real_1: 0.17201736569404602 (0.19458439014852047) | > loss_disc_real_2: 0.1911144256591797 (0.21012119390070438) | > loss_disc_real_3: 0.24111776053905487 (0.22620108537375927) | > loss_disc_real_4: 0.23833611607551575 (0.2318811689813932) | > loss_disc_real_5: 0.23287826776504517 (0.22596032544970512) | > loss_0: 2.244440793991089 (2.3363722960154214) | > grad_norm_0: tensor(4.2329, device='cuda:0') (tensor(10.9594, device='cuda:0')) | > loss_gen: 2.5959181785583496 (2.4780425429344177) | > loss_kl: 1.7592613697052002 (1.8798691928386688) | > loss_feat: 7.941143989562988 (6.9086382786432905) | > loss_mel: 18.22056770324707 (17.771630684534703) | > loss_duration: 1.9648160934448242 (2.05355108777682) | > loss_1: 32.48170852661133 (31.091731945673626) | > grad_norm_1: tensor(51.2331, device='cuda:0') (tensor(118.8689, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3514 (0.3543040255705516) | > loader_time: 0.003 (0.0030111571153004966)  --> TIME: 2024-06-11 17:39:13 -- STEP: 49/330 -- GLOBAL_STEP: 286050 | > loss_disc: 2.2973623275756836 (2.3334206367025576) | > loss_disc_real_0: 0.08819442987442017 (0.1076713313861769) | > loss_disc_real_1: 0.18792477250099182 (0.19407880306243896) | > loss_disc_real_2: 0.23019537329673767 (0.2091076973141456) | > loss_disc_real_3: 0.19568878412246704 (0.22571050968705392) | > loss_disc_real_4: 0.2336258739233017 (0.230780761764974) | > loss_disc_real_5: 0.21365149319171906 (0.22238604024964936) | > loss_0: 2.2973623275756836 (2.3334206367025576) | > grad_norm_0: tensor(8.6026, device='cuda:0') (tensor(11.2336, device='cuda:0')) | > loss_gen: 2.4793319702148438 (2.4824889241432655) | > loss_kl: 1.7739108800888062 (1.9227625691160863) | > loss_feat: 6.992093563079834 (6.9646091850436465) | > loss_mel: 17.312667846679688 (17.682228711186628) | > loss_duration: 1.9163575172424316 (2.0171576908656537) | > loss_1: 30.474361419677734 (31.06924714847487) | > grad_norm_1: tensor(67.7697, device='cuda:0') (tensor(120.3432, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3581 (0.35543290936217015) | > loader_time: 0.0033 (0.0031946727207728793)  --> TIME: 2024-06-11 17:39:23 -- STEP: 74/330 -- GLOBAL_STEP: 286075 | > loss_disc: 2.450542449951172 (2.3517386075612667) | > loss_disc_real_0: 0.09596791863441467 (0.11002833567358353) | > loss_disc_real_1: 0.19890953600406647 (0.19650595816406044) | > loss_disc_real_2: 0.21955606341362 (0.21018407554239843) | > loss_disc_real_3: 0.21677741408348083 (0.22823736293090358) | > loss_disc_real_4: 0.23160162568092346 (0.23050597934304057) | > loss_disc_real_5: 0.22421599924564362 (0.22347690024085948) | > loss_0: 2.450542449951172 (2.3517386075612667) | > grad_norm_0: tensor(12.2241, device='cuda:0') (tensor(10.7198, device='cuda:0')) | > loss_gen: 2.3245291709899902 (2.473839115452122) | > loss_kl: 1.9193968772888184 (1.9351892938485016) | > loss_feat: 7.0193963050842285 (7.040643898216453) | > loss_mel: 17.626575469970703 (17.731487866994502) | > loss_duration: 1.938014030456543 (2.0040868617392875) | > loss_1: 30.827911376953125 (31.185247189289814) | > grad_norm_1: tensor(72.4118, device='cuda:0') (tensor(114.6449, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.373 (0.36052078814119903) | > loader_time: 0.0034 (0.0033380340885471654)  --> TIME: 2024-06-11 17:39:32 -- STEP: 99/330 -- GLOBAL_STEP: 286100 | > loss_disc: 2.2879695892333984 (2.3577246954946807) | > loss_disc_real_0: 0.08857405185699463 (0.11211215742308685) | > loss_disc_real_1: 0.18035733699798584 (0.19641129160770263) | > loss_disc_real_2: 0.22562214732170105 (0.21183616389529875) | > loss_disc_real_3: 0.2628090977668762 (0.22851451358409844) | > loss_disc_real_4: 0.274018257856369 (0.2313398825700837) | > loss_disc_real_5: 0.24569232761859894 (0.22353717820210892) | > loss_0: 2.2879695892333984 (2.3577246954946807) | > grad_norm_0: tensor(7.0907, device='cuda:0') (tensor(10.9303, device='cuda:0')) | > loss_gen: 2.7459378242492676 (2.468549482750171) | > loss_kl: 1.9983792304992676 (1.940733491772353) | > loss_feat: 7.3467607498168945 (6.973838257067131) | > loss_mel: 17.89961814880371 (17.654148699057227) | > loss_duration: 2.015089511871338 (2.003636840618019) | > loss_1: 32.00578689575195 (31.040906963926375) | > grad_norm_1: tensor(56.8979, device='cuda:0') (tensor(117.1772, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3698 (0.36319890407600786) | > loader_time: 0.0037 (0.0034581507095182784)  --> TIME: 2024-06-11 17:39:42 -- STEP: 124/330 -- GLOBAL_STEP: 286125 | > loss_disc: 2.375307559967041 (2.359402862287337) | > loss_disc_real_0: 0.08917179703712463 (0.11230862615329604) | > loss_disc_real_1: 0.2522761821746826 (0.19615543165033864) | > loss_disc_real_2: 0.1868627518415451 (0.21168170785230975) | > loss_disc_real_3: 0.1941448152065277 (0.2295375223602018) | > loss_disc_real_4: 0.2379431277513504 (0.2325052854514891) | > loss_disc_real_5: 0.1852462738752365 (0.22420073228497658) | > loss_0: 2.375307559967041 (2.359402862287337) | > grad_norm_0: tensor(12.3778, device='cuda:0') (tensor(10.5995, device='cuda:0')) | > loss_gen: 2.393002510070801 (2.4716504216194157) | > loss_kl: 1.797239065170288 (1.950192961000627) | > loss_feat: 7.165297508239746 (6.975760190717636) | > loss_mel: 17.51611328125 (17.634809155617994) | > loss_duration: 2.0220251083374023 (2.00686659736018) | > loss_1: 30.8936767578125 (31.03927952243436) | > grad_norm_1: tensor(61.7406, device='cuda:0') (tensor(120.8325, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3855 (0.3655162242151076) | > loader_time: 0.0039 (0.003560320023567446)  --> TIME: 2024-06-11 17:39:51 -- STEP: 149/330 -- GLOBAL_STEP: 286150 | > loss_disc: 2.3720130920410156 (2.3658676995527026) | > loss_disc_real_0: 0.09812770783901215 (0.11439757074085657) | > loss_disc_real_1: 0.18776749074459076 (0.19632526542116333) | > loss_disc_real_2: 0.2358446717262268 (0.21229947893411522) | > loss_disc_real_3: 0.2308700978755951 (0.22989958744721126) | > loss_disc_real_4: 0.23979462683200836 (0.23214019244949288) | > loss_disc_real_5: 0.24326443672180176 (0.22394344520648854) | > loss_0: 2.3720130920410156 (2.3658676995527026) | > grad_norm_0: tensor(4.4640, device='cuda:0') (tensor(10.7361, device='cuda:0')) | > loss_gen: 2.472790479660034 (2.460871435651843) | > loss_kl: 2.0381529331207275 (1.9577129767245094) | > loss_feat: 6.864214897155762 (6.93451836925225) | > loss_mel: 17.92575454711914 (17.608606965749857) | > loss_duration: 2.0269083976745605 (2.0106365664693335) | > loss_1: 31.32781982421875 (30.972346504262628) | > grad_norm_1: tensor(68.2894, device='cuda:0') (tensor(119.3310, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3741 (0.3669831528759643) | > loader_time: 0.0041 (0.003643666337800506)  --> TIME: 2024-06-11 17:40:01 -- STEP: 174/330 -- GLOBAL_STEP: 286175 | > loss_disc: 2.4160594940185547 (2.36732385487392) | > loss_disc_real_0: 0.1002160832285881 (0.11569301068954084) | > loss_disc_real_1: 0.22924838960170746 (0.19623936849764023) | > loss_disc_real_2: 0.19465035200119019 (0.21202200077388478) | > loss_disc_real_3: 0.21413959562778473 (0.2296690646259264) | > loss_disc_real_4: 0.24163691699504852 (0.23260961258890986) | > loss_disc_real_5: 0.2384202927350998 (0.22368457408129483) | > loss_0: 2.4160594940185547 (2.36732385487392) | > grad_norm_0: tensor(21.4418, device='cuda:0') (tensor(11.2284, device='cuda:0')) | > loss_gen: 2.305070638656616 (2.4566551625043487) | > loss_kl: 2.0559730529785156 (1.9631678448326286) | > loss_feat: 6.430652618408203 (6.923404197583253) | > loss_mel: 17.610212326049805 (17.596007489609992) | > loss_duration: 2.1087231636047363 (2.016123485976253) | > loss_1: 30.510631561279297 (30.955358307937097) | > grad_norm_1: tensor(282.9928, device='cuda:0') (tensor(123.9470, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3766 (0.3685766910684518) | > loader_time: 0.0043 (0.0037296380119762203)  --> TIME: 2024-06-11 17:40:11 -- STEP: 199/330 -- GLOBAL_STEP: 286200 | > loss_disc: 2.335376262664795 (2.366073232200278) | > loss_disc_real_0: 0.08125010132789612 (0.11664923849567096) | > loss_disc_real_1: 0.1947111189365387 (0.19702863273908144) | > loss_disc_real_2: 0.2527172565460205 (0.21173492463389834) | > loss_disc_real_3: 0.23455336689949036 (0.22990067422989025) | > loss_disc_real_4: 0.23463749885559082 (0.23178638585248784) | > loss_disc_real_5: 0.2247639000415802 (0.22302193213347812) | > loss_0: 2.335376262664795 (2.366073232200278) | > grad_norm_0: tensor(13.6586, device='cuda:0') (tensor(13.6358, device='cuda:0')) | > loss_gen: 2.5702457427978516 (2.465326721344759) | > loss_kl: 1.874768853187561 (1.964738779930613) | > loss_feat: 6.5019330978393555 (6.945232537523586) | > loss_mel: 17.15476417541504 (17.56499258836909) | > loss_duration: 2.1449432373046875 (2.0241904001140125) | > loss_1: 30.24665641784668 (30.96448115248177) | > grad_norm_1: tensor(367.4639, device='cuda:0') (tensor(150.3725, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.3818 (0.3710980259593406) | > loader_time: 0.0045 (0.0038378945547132637)  --> TIME: 2024-06-11 17:40:21 -- STEP: 224/330 -- GLOBAL_STEP: 286225 | > loss_disc: 2.2844533920288086 (2.366738830293929) | > loss_disc_real_0: 0.10173850506544113 (0.11718115183923926) | > loss_disc_real_1: 0.20026278495788574 (0.19755145914054342) | > loss_disc_real_2: 0.20152290165424347 (0.21171163840751564) | > loss_disc_real_3: 0.20852458477020264 (0.22978578907038485) | > loss_disc_real_4: 0.23607298731803894 (0.23146117345563003) | > loss_disc_real_5: 0.21046142280101776 (0.22293026665491716) | > loss_0: 2.2844533920288086 (2.366738830293929) | > grad_norm_0: tensor(41.7894, device='cuda:0') (tensor(16.1559, device='cuda:0')) | > loss_gen: 2.715899705886841 (2.4718958277787473) | > loss_kl: 2.065500259399414 (1.9692643045314722) | > loss_feat: 8.148447036743164 (6.982758032424109) | > loss_mel: 17.57152557373047 (17.53686675855092) | > loss_duration: 2.142993688583374 (2.0317610209541677) | > loss_1: 32.64436721801758 (30.99254607302802) | > grad_norm_1: tensor(505.1465, device='cuda:0') (tensor(172.3616, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.4144 (0.374741600028106) | > loader_time: 0.0047 (0.003975407353469304)  --> TIME: 2024-06-11 17:40:32 -- STEP: 249/330 -- GLOBAL_STEP: 286250 | > loss_disc: 2.447040319442749 (2.3688306396744827) | > loss_disc_real_0: 0.18653430044651031 (0.11796554077760761) | > loss_disc_real_1: 0.22584107518196106 (0.19829247000227013) | > loss_disc_real_2: 0.2252451628446579 (0.2125235195739202) | > loss_disc_real_3: 0.21966855227947235 (0.2299119070710906) | > loss_disc_real_4: 0.23237156867980957 (0.23115774600141978) | > loss_disc_real_5: 0.19845101237297058 (0.22252716525012708) | > loss_0: 2.447040319442749 (2.3688306396744827) | > grad_norm_0: tensor(92.7232, device='cuda:0') (tensor(18.8131, device='cuda:0')) | > loss_gen: 2.269115686416626 (2.4769794893073263) | > loss_kl: 1.9551626443862915 (1.9772293270831127) | > loss_feat: 6.386209487915039 (6.983395296885785) | > loss_mel: 16.959421157836914 (17.51436631842311) | > loss_duration: 2.111624240875244 (2.0405159968448947) | > loss_1: 29.68153190612793 (30.992486547753515) | > grad_norm_1: tensor(478.9029, device='cuda:0') (tensor(195.3595, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.4268 (0.3801464469557305) | > loader_time: 0.0055 (0.00412149793172936)  --> TIME: 2024-06-11 17:40:44 -- STEP: 274/330 -- GLOBAL_STEP: 286275 | > loss_disc: 2.399984359741211 (2.3687846234245025) | > loss_disc_real_0: 0.15384919941425323 (0.11906778840959942) | > loss_disc_real_1: 0.24073004722595215 (0.19829495582919918) | > loss_disc_real_2: 0.21935738623142242 (0.21263563371922845) | > loss_disc_real_3: 0.2461474984884262 (0.23012860005136826) | > loss_disc_real_4: 0.21966342628002167 (0.2305879636402548) | > loss_disc_real_5: 0.21584101021289825 (0.22215214453256915) | > loss_0: 2.399984359741211 (2.3687846234245025) | > grad_norm_0: tensor(93.9163, device='cuda:0') (tensor(21.6150, device='cuda:0')) | > loss_gen: 2.398346424102783 (2.4819247887952476) | > loss_kl: 1.972289800643921 (1.981246909520922) | > loss_feat: 6.632802486419678 (7.006265109472901) | > loss_mel: 15.482301712036133 (17.45508568478327) | > loss_duration: 2.162750720977783 (2.0490099831219153) | > loss_1: 28.64849090576172 (30.973532572279883) | > grad_norm_1: tensor(642.5385, device='cuda:0') (tensor(221.6507, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.4531 (0.3854244085994079) | > loader_time: 0.3029 (0.005487829229257404)  --> TIME: 2024-06-11 17:40:58 -- STEP: 299/330 -- GLOBAL_STEP: 286300 | > loss_disc: 2.3657889366149902 (2.3692796597113968) | > loss_disc_real_0: 0.14182133972644806 (0.12010928510024795) | > loss_disc_real_1: 0.20672455430030823 (0.1986760414862712) | > loss_disc_real_2: 0.16671687364578247 (0.2122069875332822) | > loss_disc_real_3: 0.21300268173217773 (0.2296309360492987) | > loss_disc_real_4: 0.1894882470369339 (0.230150568545064) | > loss_disc_real_5: 0.19235597550868988 (0.22187764738315727) | > loss_0: 2.3657889366149902 (2.3692796597113968) | > grad_norm_0: tensor(22.8043, device='cuda:0') (tensor(24.3221, device='cuda:0')) | > loss_gen: 2.3247761726379395 (2.4817568251121793) | > loss_kl: 2.116436243057251 (1.9862761449654365) | > loss_feat: 6.956916332244873 (7.008518852119063) | > loss_mel: 16.85584831237793 (17.39761636727631) | > loss_duration: 2.2023046016693115 (2.059207475703697) | > loss_1: 30.456281661987305 (30.933375744516635) | > grad_norm_1: tensor(232.5819, device='cuda:0') (tensor(239.4008, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.4604 (0.3918081103359975) | > loader_time: 0.0065 (0.015034482630598905)  --> TIME: 2024-06-11 17:41:12 -- STEP: 324/330 -- GLOBAL_STEP: 286325 | > loss_disc: 2.474776268005371 (2.372494758647164) | > loss_disc_real_0: 0.18657657504081726 (0.12101211318355283) | > loss_disc_real_1: 0.2870180606842041 (0.1994242752775733) | > loss_disc_real_2: 0.17142318189144135 (0.2123965219031145) | > loss_disc_real_3: 0.23815315961837769 (0.23018554561300042) | > loss_disc_real_4: 0.2526232600212097 (0.23080849123221855) | > loss_disc_real_5: 0.23530839383602142 (0.22242857276657485) | > loss_0: 2.474776268005371 (2.372494758647164) | > grad_norm_0: tensor(37.0543, device='cuda:0') (tensor(24.4982, device='cuda:0')) | > loss_gen: 2.414128303527832 (2.478775035451958) | > loss_kl: 2.1650002002716064 (1.9928062436757263) | > loss_feat: 9.752944946289062 (7.064748817019993) | > loss_mel: 17.27972984313965 (17.36359151498773) | > loss_duration: 2.2702274322509766 (2.0734405234272115) | > loss_1: 33.88202667236328 (30.973362210356157) | > grad_norm_1: tensor(272.3724, device='cuda:0') (tensor(243.6559, device='cuda:0')) | > current_lr_0: 0.0001855478274357399 | > current_lr_1: 0.0001855478274357399 | > step_time: 0.575 (0.4029671616024441) | > loader_time: 0.0094 (0.01454247663050522)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3465051651000977 (2.3465051651000977) | > loss_disc_real_0: 0.11551021039485931 (0.11551021039485931) | > loss_disc_real_1: 0.17524193227291107 (0.17524193227291107) | > loss_disc_real_2: 0.21682731807231903 (0.21682731807231903) | > loss_disc_real_3: 0.21483111381530762 (0.21483111381530762) | > loss_disc_real_4: 0.17445845901966095 (0.17445845901966095) | > loss_disc_real_5: 0.17522022128105164 (0.17522022128105164) | > loss_0: 2.3465051651000977 (2.3465051651000977) | > loss_gen: 2.1965272426605225 (2.1965272426605225) | > loss_kl: 2.4003946781158447 (2.4003946781158447) | > loss_feat: 5.059845924377441 (5.059845924377441) | > loss_mel: 14.751984596252441 (14.751984596252441) | > loss_duration: 3.1100382804870605 (3.1100382804870605) | > loss_1: 27.51879119873047 (27.51879119873047)  --> STEP: 1 | > loss_disc: 2.2978484630584717 (2.2978484630584717) | > loss_disc_real_0: 0.13905641436576843 (0.13905641436576843) | > loss_disc_real_1: 0.1645851880311966 (0.1645851880311966) | > loss_disc_real_2: 0.18496955931186676 (0.18496955931186676) | > loss_disc_real_3: 0.21593236923217773 (0.21593236923217773) | > loss_disc_real_4: 0.2298741638660431 (0.2298741638660431) | > loss_disc_real_5: 0.20296214520931244 (0.20296214520931244) | > loss_0: 2.2978484630584717 (2.2978484630584717) | > loss_gen: 2.431344985961914 (2.431344985961914) | > loss_kl: 2.862774133682251 (2.862774133682251) | > loss_feat: 6.72744083404541 (6.72744083404541) | > loss_mel: 18.577417373657227 (18.577417373657227) | > loss_duration: 2.400637149810791 (2.400637149810791) | > loss_1: 32.99961471557617 (32.99961471557617)  --> STEP: 2 | > loss_disc: 2.1356189250946045 (2.216733694076538) | > loss_disc_real_0: 0.070485919713974 (0.10477116703987122) | > loss_disc_real_1: 0.20039135217666626 (0.18248827010393143) | > loss_disc_real_2: 0.15927070379257202 (0.1721201315522194) | > loss_disc_real_3: 0.19927743077278137 (0.20760490000247955) | > loss_disc_real_4: 0.1699819415807724 (0.19992805272340775) | > loss_disc_real_5: 0.15869590640068054 (0.1808290258049965) | > loss_0: 2.1356189250946045 (2.216733694076538) | > loss_gen: 2.297767162322998 (2.364556074142456) | > loss_kl: 2.9211044311523438 (2.8919392824172974) | > loss_feat: 6.670109748840332 (6.698775291442871) | > loss_mel: 19.31489372253418 (18.946155548095703) | > loss_duration: 2.505972146987915 (2.453304648399353) | > loss_1: 33.7098503112793 (33.354732513427734)  --> STEP: 3 | > loss_disc: 2.3315258026123047 (2.254997730255127) | > loss_disc_real_0: 0.16629153490066528 (0.12527795632680258) | > loss_disc_real_1: 0.14527569711208344 (0.17008407910664877) | > loss_disc_real_2: 0.1946280300617218 (0.17962276438872019) | > loss_disc_real_3: 0.20378164947032928 (0.20633048315842947) | > loss_disc_real_4: 0.19468630850315094 (0.1981808046499888) | > loss_disc_real_5: 0.17380335927009583 (0.1784871369600296) | > loss_0: 2.3315258026123047 (2.254997730255127) | > loss_gen: 2.2679855823516846 (2.3323659102121987) | > loss_kl: 2.9953453540802 (2.926407972971598) | > loss_feat: 6.276034355163574 (6.5578616460164385) | > loss_mel: 17.59375762939453 (18.49535624186198) | > loss_duration: 2.349506378173828 (2.4187052249908447) | > loss_1: 31.482629776000977 (32.73069826761881)  --> STEP: 4 | > loss_disc: 2.249908447265625 (2.2537254095077515) | > loss_disc_real_0: 0.13594114780426025 (0.127943754196167) | > loss_disc_real_1: 0.13378800451755524 (0.16101006045937538) | > loss_disc_real_2: 0.17406029999256134 (0.17823214828968048) | > loss_disc_real_3: 0.16265617311000824 (0.19541190564632416) | > loss_disc_real_4: 0.1251252144575119 (0.17991690710186958) | > loss_disc_real_5: 0.17075423896312714 (0.17655391246080399) | > loss_0: 2.249908447265625 (2.2537254095077515) | > loss_gen: 2.293617010116577 (2.3226786851882935) | > loss_kl: 3.666374683380127 (3.1113996505737305) | > loss_feat: 9.13048267364502 (7.201016902923584) | > loss_mel: 18.94818878173828 (18.608564376831055) | > loss_duration: 2.3977231979370117 (2.4134597182273865) | > loss_1: 36.43638610839844 (33.65712022781372)  --> STEP: 5 | > loss_disc: 2.272571086883545 (2.2574945449829102) | > loss_disc_real_0: 0.18040171265602112 (0.13843534588813783) | > loss_disc_real_1: 0.1854337751865387 (0.16589480340480806) | > loss_disc_real_2: 0.2067212015390396 (0.1839299589395523) | > loss_disc_real_3: 0.21176780760288239 (0.1986830860376358) | > loss_disc_real_4: 0.19491928815841675 (0.18291738331317903) | > loss_disc_real_5: 0.17630504071712494 (0.17650413811206817) | > loss_0: 2.272571086883545 (2.2574945449829102) | > loss_gen: 2.4174041748046875 (2.3416237831115723) | > loss_kl: 2.801053047180176 (3.0493303298950196) | > loss_feat: 5.621870994567871 (6.885187721252441) | > loss_mel: 17.960824966430664 (18.479016494750976) | > loss_duration: 2.446319341659546 (2.4200316429138184) | > loss_1: 31.247472763061523 (33.17519073486328)  --> STEP: 6 | > loss_disc: 2.431457996368408 (2.2864884535471597) | > loss_disc_real_0: 0.12902390956878662 (0.13686677316824594) | > loss_disc_real_1: 0.23046240210533142 (0.17665606985489526) | > loss_disc_real_2: 0.2572709619998932 (0.19615345944960913) | > loss_disc_real_3: 0.24884909391403198 (0.2070440873503685) | > loss_disc_real_4: 0.16351914405822754 (0.17968434343735376) | > loss_disc_real_5: 0.1565987914800644 (0.17318658034006754) | > loss_0: 2.431457996368408 (2.2864884535471597) | > loss_gen: 2.299751043319702 (2.3346449931462607) | > loss_kl: 3.0641558170318604 (3.051801244417826) | > loss_feat: 6.258744239807129 (6.78078047434489) | > loss_mel: 19.158023834228516 (18.5921843846639) | > loss_duration: 2.149555206298828 (2.37495223681132) | > loss_1: 32.93022918701172 (33.13436381022135)  --> STEP: 7 | > loss_disc: 2.285604953765869 (2.2863622392926897) | > loss_disc_real_0: 0.08329756557941437 (0.1292140292269843) | > loss_disc_real_1: 0.14462724328041077 (0.1720805232013975) | > loss_disc_real_2: 0.1862085461616516 (0.1947327575513295) | > loss_disc_real_3: 0.19323627650737762 (0.20507154294422694) | > loss_disc_real_4: 0.22256433963775635 (0.1858100571802684) | > loss_disc_real_5: 0.20910879969596863 (0.17831832596233912) | > loss_0: 2.285604953765869 (2.2863622392926897) | > loss_gen: 2.137474536895752 (2.3064777851104736) | > loss_kl: 4.523073196411133 (3.2619829518454417) | > loss_feat: 5.928659915924072 (6.659048965999058) | > loss_mel: 18.893957138061523 (18.63529477800642) | > loss_duration: 2.581019401550293 (2.404390403202602) | > loss_1: 34.06418228149414 (33.26719502040318)  --> STEP: 8 | > loss_disc: 2.186124801635742 (2.2738325595855713) | > loss_disc_real_0: 0.17022168636322021 (0.1343399863690138) | > loss_disc_real_1: 0.20307594537734985 (0.17595495097339153) | > loss_disc_real_2: 0.15169180929660797 (0.1893526390194893) | > loss_disc_real_3: 0.16597864031791687 (0.2001849301159382) | > loss_disc_real_4: 0.18274329602718353 (0.1854267120361328) | > loss_disc_real_5: 0.15548378229141235 (0.17546400800347328) | > loss_0: 2.186124801635742 (2.2738325595855713) | > loss_gen: 2.312262773513794 (2.3072009086608887) | > loss_kl: 3.100903034210205 (3.241847962141037) | > loss_feat: 8.341018676757812 (6.869295179843903) | > loss_mel: 18.010377883911133 (18.557180166244507) | > loss_duration: 2.369922637939453 (2.4000819325447083) | > loss_1: 34.134483337402344 (33.375606060028076)  --> STEP: 9 | > loss_disc: 2.3383142948150635 (2.2809971968332925) | > loss_disc_real_0: 0.08999917656183243 (0.12941322972377142) | > loss_disc_real_1: 0.16839581727981567 (0.17511504722966087) | > loss_disc_real_2: 0.20190899074077606 (0.19074778921074337) | > loss_disc_real_3: 0.1838761568069458 (0.1983728441927168) | > loss_disc_real_4: 0.16851405799388885 (0.18354752825366127) | > loss_disc_real_5: 0.1597791165113449 (0.17372124228212568) | > loss_0: 2.3383142948150635 (2.2809971968332925) | > loss_gen: 2.077094078063965 (2.281633483039008) | > loss_kl: 2.6327412128448486 (3.1741694344414606) | > loss_feat: 8.129382133483887 (7.009304841359456) | > loss_mel: 18.72507667541504 (18.575835333930122) | > loss_duration: 2.1996140480041504 (2.377807723151313) | > loss_1: 33.76390838623047 (33.41875076293945)  --> STEP: 10 | > loss_disc: 2.348334550857544 (2.2877309322357178) | > loss_disc_real_0: 0.21881268918514252 (0.1383531756699085) | > loss_disc_real_1: 0.18646782636642456 (0.17625032514333724) | > loss_disc_real_2: 0.21647486090660095 (0.19332049638032914) | > loss_disc_real_3: 0.21148359775543213 (0.19968391954898834) | > loss_disc_real_4: 0.1831110715866089 (0.18350388258695602) | > loss_disc_real_5: 0.1657050997018814 (0.17291962802410127) | > loss_0: 2.348334550857544 (2.2877309322357178) | > loss_gen: 2.2645702362060547 (2.279927158355713) | > loss_kl: 2.678952693939209 (3.1246477603912353) | > loss_feat: 5.227989673614502 (6.831173324584961) | > loss_mel: 13.519877433776855 (18.070239543914795) | > loss_duration: 2.3637900352478027 (2.376405954360962) | > loss_1: 26.055179595947266 (32.682393646240236)  --> STEP: 11 | > loss_disc: 2.4908504486083984 (2.3061963428150523) | > loss_disc_real_0: 0.14738573133945465 (0.13917431709441272) | > loss_disc_real_1: 0.15329474210739136 (0.17416345395825125) | > loss_disc_real_2: 0.159758523106575 (0.19026940790089694) | > loss_disc_real_3: 0.22181542217731476 (0.20169587433338165) | > loss_disc_real_4: 0.23020519316196442 (0.18774945627559314) | > loss_disc_real_5: 0.24648073315620422 (0.1796070012179288) | > loss_0: 2.4908504486083984 (2.3061963428150523) | > loss_gen: 2.136387348175049 (2.2668780847029253) | > loss_kl: 3.6943912506103516 (3.1764426231384277) | > loss_feat: 5.580209255218506 (6.71744931827892) | > loss_mel: 17.2641658782959 (17.99696011976762) | > loss_duration: 2.5429298877716064 (2.3915444937619297) | > loss_1: 31.21808433532715 (32.549274617975406)  --> STEP: 12 | > loss_disc: 2.4377481937408447 (2.3171589970588684) | > loss_disc_real_0: 0.14062774181365967 (0.13929543582101664) | > loss_disc_real_1: 0.18642450869083405 (0.17518520851929983) | > loss_disc_real_2: 0.22501635551452637 (0.1931649868686994) | > loss_disc_real_3: 0.18900839984416962 (0.20063858479261398) | > loss_disc_real_4: 0.18287293612957 (0.1873430795967579) | > loss_disc_real_5: 0.18303829431533813 (0.17989294230937958) | > loss_0: 2.4377481937408447 (2.3171589970588684) | > loss_gen: 2.092097282409668 (2.252313017845154) | > loss_kl: 3.244368314743042 (3.1821030974388123) | > loss_feat: 5.575661659240723 (6.622300346692403) | > loss_mel: 15.98421573638916 (17.829231421152752) | > loss_duration: 2.2847609519958496 (2.382645865281423) | > loss_1: 29.18110466003418 (32.26859378814697)  --> STEP: 13 | > loss_disc: 2.2138478755950928 (2.309211987715501) | > loss_disc_real_0: 0.09793824702501297 (0.13611411360593942) | > loss_disc_real_1: 0.14845527708530426 (0.173129059947454) | > loss_disc_real_2: 0.2175399214029312 (0.19503998183287108) | > loss_disc_real_3: 0.18494245409965515 (0.19943119012392485) | > loss_disc_real_4: 0.17692779004573822 (0.18654190347744867) | > loss_disc_real_5: 0.18960192799568176 (0.18063978736217207) | > loss_0: 2.2138478755950928 (2.309211987715501) | > loss_gen: 2.3595492839813232 (2.2605619613940897) | > loss_kl: 3.3300371170043945 (3.1934826374053955) | > loss_feat: 7.467314720153809 (6.687301452343281) | > loss_mel: 17.523488998413086 (17.8057127732497) | > loss_duration: 2.258927822113037 (2.3731290927300086) | > loss_1: 32.93931579589844 (32.32018778874324)  --> STEP: 14 | > loss_disc: 2.4794557094573975 (2.321372253554208) | > loss_disc_real_0: 0.14283236861228943 (0.13659398896353586) | > loss_disc_real_1: 0.1712075024843216 (0.17299180584294455) | > loss_disc_real_2: 0.18937598168849945 (0.19463541039398738) | > loss_disc_real_3: 0.18738149106502533 (0.19857049733400345) | > loss_disc_real_4: 0.22340622544288635 (0.1891750693321228) | > loss_disc_real_5: 0.22953897714614868 (0.1841325866324561) | > loss_0: 2.4794557094573975 (2.321372253554208) | > loss_gen: 2.0842909812927246 (2.247971177101135) | > loss_kl: 4.070981025695801 (3.256161093711853) | > loss_feat: 7.226012229919434 (6.72578079359872) | > loss_mel: 18.638898849487305 (17.86522606440953) | > loss_duration: 2.4496891498565674 (2.3785976682390486) | > loss_1: 34.469871520996094 (32.4737366267613)  --> STEP: 15 | > loss_disc: 2.539090394973755 (2.335886796315511) | > loss_disc_real_0: 0.13315030932426453 (0.13636441032091776) | > loss_disc_real_1: 0.16898803412914276 (0.1727248877286911) | > loss_disc_real_2: 0.1984676718711853 (0.19489089449246724) | > loss_disc_real_3: 0.21848417818546295 (0.1998980760574341) | > loss_disc_real_4: 0.1949872076511383 (0.18956254522005717) | > loss_disc_real_5: 0.1644860953092575 (0.18282282054424287) | > loss_0: 2.539090394973755 (2.335886796315511) | > loss_gen: 1.8853776454925537 (2.223798274993896) | > loss_kl: 3.4641120433807373 (3.2700244903564455) | > loss_feat: 5.927174091339111 (6.672540346781413) | > loss_mel: 18.143545150756836 (17.883780670166015) | > loss_duration: 2.3687081336975098 (2.3779383659362794) | > loss_1: 31.788917541503906 (32.42808202107747)  --> STEP: 16 | > loss_disc: 2.4447338581085205 (2.342689737677574) | > loss_disc_real_0: 0.1912582665681839 (0.1397952763363719) | > loss_disc_real_1: 0.2465996891260147 (0.17734206281602383) | > loss_disc_real_2: 0.3104987144470215 (0.20211638323962688) | > loss_disc_real_3: 0.19350498914718628 (0.1994985081255436) | > loss_disc_real_4: 0.20112305879592896 (0.19028507731854916) | > loss_disc_real_5: 0.13230791687965393 (0.17966563906520605) | > loss_0: 2.4447338581085205 (2.342689737677574) | > loss_gen: 2.416588068008423 (2.235847637057304) | > loss_kl: 3.121478796005249 (3.2607403844594955) | > loss_feat: 7.306215286254883 (6.712145030498505) | > loss_mel: 14.48156452178955 (17.671142160892487) | > loss_duration: 2.4045615196228027 (2.379602313041687) | > loss_1: 29.730409622192383 (32.259477496147156)  --> STEP: 17 | > loss_disc: 2.30354642868042 (2.340387190089506) | > loss_disc_real_0: 0.13651207089424133 (0.13960214660448186) | > loss_disc_real_1: 0.2082825005054474 (0.17916208856246052) | > loss_disc_real_2: 0.2397575080394745 (0.20433056705138264) | > loss_disc_real_3: 0.245585098862648 (0.2022094840512556) | > loss_disc_real_4: 0.18630781769752502 (0.1900511208702536) | > loss_disc_real_5: 0.2498427927494049 (0.18379370692898245) | > loss_0: 2.30354642868042 (2.340387190089506) | > loss_gen: 2.4499449729919434 (2.2484415979946357) | > loss_kl: 2.2030115127563477 (3.198521039065193) | > loss_feat: 5.354310035705566 (6.6322723837459785) | > loss_mel: 17.246665954589844 (17.64617297228645) | > loss_duration: 2.492812156677246 (2.3862617156084847) | > loss_1: 29.746746063232422 (32.11166976479923)  --> STEP: 18 | > loss_disc: 2.0423896312713623 (2.3238317701551647) | > loss_disc_real_0: 0.05354662239551544 (0.13482128414842817) | > loss_disc_real_1: 0.15695782005786896 (0.1779285180899832) | > loss_disc_real_2: 0.15190307796001434 (0.20141792876852882) | > loss_disc_real_3: 0.14274358749389648 (0.19890582313140234) | > loss_disc_real_4: 0.16932055354118347 (0.18889942268530527) | > loss_disc_real_5: 0.12930694222450256 (0.18076666444540024) | > loss_0: 2.0423896312713623 (2.3238317701551647) | > loss_gen: 2.2604198455810547 (2.249107056193881) | > loss_kl: 2.8036961555480957 (3.176586323314243) | > loss_feat: 10.670626640319824 (6.856625398000081) | > loss_mel: 21.139463424682617 (17.840244664086235) | > loss_duration: 2.238875389099121 (2.3780735863579645) | > loss_1: 39.11308288574219 (32.50063716040717)  --> STEP: 19 | > loss_disc: 2.4702579975128174 (2.3315384137003043) | > loss_disc_real_0: 0.21445132791996002 (0.13901233908377195) | > loss_disc_real_1: 0.21627146005630493 (0.17994656766715802) | > loss_disc_real_2: 0.2154419869184494 (0.20215603709220886) | > loss_disc_real_3: 0.19235895574092865 (0.19856125116348267) | > loss_disc_real_4: 0.20367981493473053 (0.18967733806685397) | > loss_disc_real_5: 0.2269824743270874 (0.18319907549180484) | > loss_0: 2.4702579975128174 (2.3315384137003043) | > loss_gen: 2.2268881797790527 (2.2479376416457324) | > loss_kl: 2.3793563842773438 (3.1346268528386165) | > loss_feat: 5.735672473907471 (6.797627875679417) | > loss_mel: 16.17599105834961 (17.752652369047468) | > loss_duration: 2.4078822135925293 (2.379642461475573) | > loss_1: 28.925790786743164 (32.31248735126696)  --> STEP: 20 | > loss_disc: 2.3465230464935303 (2.332287645339966) | > loss_disc_real_0: 0.12079323828220367 (0.13810138404369354) | > loss_disc_real_1: 0.17556175589561462 (0.17972732707858086) | > loss_disc_real_2: 0.15188902616500854 (0.19964268654584885) | > loss_disc_real_3: 0.19559796154499054 (0.19841308668255805) | > loss_disc_real_4: 0.21689777076244354 (0.19103835970163346) | > loss_disc_real_5: 0.19885322451591492 (0.18398178294301032) | > loss_0: 2.3465230464935303 (2.332287645339966) | > loss_gen: 2.1953842639923096 (2.245309972763061) | > loss_kl: 2.143479585647583 (3.085069489479065) | > loss_feat: 8.87352180480957 (6.9014225721359255) | > loss_mel: 19.334177017211914 (17.831728601455687) | > loss_duration: 2.367422103881836 (2.379031443595886) | > loss_1: 34.91398620605469 (32.44256229400635)  --> STEP: 21 | > loss_disc: 2.251413345336914 (2.3284364881969632) | > loss_disc_real_0: 0.113766610622406 (0.13694258530934653) | > loss_disc_real_1: 0.19165371358394623 (0.18029525024550302) | > loss_disc_real_2: 0.14345316588878632 (0.19696699508598872) | > loss_disc_real_3: 0.22742775082588196 (0.19979473735604966) | > loss_disc_real_4: 0.2165064513683319 (0.19225112597147623) | > loss_disc_real_5: 0.25866761803627014 (0.1875382512807846) | > loss_0: 2.251413345336914 (2.3284364881969632) | > loss_gen: 2.503713846206665 (2.2576149191175183) | > loss_kl: 2.223334550857544 (3.04403449240185) | > loss_feat: 5.216333866119385 (6.821180252801804) | > loss_mel: 17.622230529785156 (17.82175250280471) | > loss_duration: 2.1938467025756836 (2.370213122594924) | > loss_1: 29.75946044921875 (32.31479553949265)  --> STEP: 22 | > loss_disc: 2.401853084564209 (2.3317736062136563) | > loss_disc_real_0: 0.15321043133735657 (0.13768203285607425) | > loss_disc_real_1: 0.16812126338481903 (0.179741887206381) | > loss_disc_real_2: 0.2602878510951996 (0.19984521581368012) | > loss_disc_real_3: 0.17399492859840393 (0.19862201877615668) | > loss_disc_real_4: 0.23093195259571075 (0.1940093453634869) | > loss_disc_real_5: 0.19777990877628326 (0.18800378116694363) | > loss_0: 2.401853084564209 (2.3317736062136563) | > loss_gen: 2.293534755706787 (2.259247638962485) | > loss_kl: 1.998979091644287 (2.9965319741855967) | > loss_feat: 6.419867515563965 (6.802938764745539) | > loss_mel: 17.731794357299805 (17.81766349619085) | > loss_duration: 2.196737766265869 (2.362327879125422) | > loss_1: 30.640913009643555 (32.23870996995406)  --> STEP: 23 | > loss_disc: 2.319866418838501 (2.3312559024147363) | > loss_disc_real_0: 0.16944891214370728 (0.13906320152075394) | > loss_disc_real_1: 0.21943344175815582 (0.18146760696950165) | > loss_disc_real_2: 0.16034285724163055 (0.19812772196272146) | > loss_disc_real_3: 0.19461266696453094 (0.19844769913217294) | > loss_disc_real_4: 0.18027392029762268 (0.19341215296931888) | > loss_disc_real_5: 0.18990926444530487 (0.1880866282660028) | > loss_0: 2.319866418838501 (2.3312559024147363) | > loss_gen: 2.3528130054473877 (2.263315698374872) | > loss_kl: 2.6141717433929443 (2.979907616325047) | > loss_feat: 6.778347969055176 (6.801869599715523) | > loss_mel: 17.1458797454834 (17.788455507029656) | > loss_duration: 2.294224739074707 (2.3593668730362602) | > loss_1: 31.185436248779297 (32.192915460337765)  --> STEP: 24 | > loss_disc: 2.298776388168335 (2.329902589321136) | > loss_disc_real_0: 0.11021006852388382 (0.13786098764588436) | > loss_disc_real_1: 0.2049952894449234 (0.18244792707264423) | > loss_disc_real_2: 0.19615906476974487 (0.19804569457968077) | > loss_disc_real_3: 0.19732096791267395 (0.19840075199802717) | > loss_disc_real_4: 0.1661313772201538 (0.19227545397977033) | > loss_disc_real_5: 0.17888107895851135 (0.187703063711524) | > loss_0: 2.298776388168335 (2.329902589321136) | > loss_gen: 2.196526288986206 (2.260532806317011) | > loss_kl: 2.17182993888855 (2.946237713098526) | > loss_feat: 7.122949123382568 (6.81524791320165) | > loss_mel: 16.85605239868164 (17.749605377515156) | > loss_duration: 2.418766498565674 (2.361841857433319) | > loss_1: 30.766122817993164 (32.13346576690674)  --> STEP: 25 | > loss_disc: 2.388394832611084 (2.3322422790527337) | > loss_disc_real_0: 0.2088628113269806 (0.1407010605931282) | > loss_disc_real_1: 0.21264015138149261 (0.18365561604499817) | > loss_disc_real_2: 0.1614764779806137 (0.19658292591571808) | > loss_disc_real_3: 0.16320368647575378 (0.19699286937713623) | > loss_disc_real_4: 0.19118978083133698 (0.19223202705383302) | > loss_disc_real_5: 0.1775752305984497 (0.18729795038700103) | > loss_0: 2.388394832611084 (2.3322422790527337) | > loss_gen: 2.2651965618133545 (2.260719356536865) | > loss_kl: 2.876136064529419 (2.9434336471557616) | > loss_feat: 6.957367897033691 (6.8209327125549315) | > loss_mel: 15.151911735534668 (17.645697631835937) | > loss_duration: 2.3795509338378906 (2.362550220489502) | > loss_1: 29.630163192749023 (32.03333366394043)  --> STEP: 26 | > loss_disc: 2.364262580871582 (2.3334738291226893) | > loss_disc_real_0: 0.2852224111557007 (0.14625957407630408) | > loss_disc_real_1: 0.10576268285512924 (0.180659733999234) | > loss_disc_real_2: 0.13659454882144928 (0.19427568064286158) | > loss_disc_real_3: 0.1795780211687088 (0.19632306752296594) | > loss_disc_real_4: 0.19762499630451202 (0.1924394489480899) | > loss_disc_real_5: 0.1572708934545517 (0.18614306358190683) | > loss_0: 2.364262580871582 (2.3334738291226893) | > loss_gen: 2.1524291038513184 (2.25655434681819) | > loss_kl: 2.4625003337860107 (2.924936212026156) | > loss_feat: 7.707813262939453 (6.855043502954336) | > loss_mel: 19.962608337402344 (17.73480958205003) | > loss_duration: 2.3199727535247803 (2.3609126256062436) | > loss_1: 34.605323791503906 (32.13225636115441) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024282657183133643 (+4.5363719646748096e-05) | > avg_loss_disc: 2.3334738291226893 (-0.14663224036877054) | > avg_loss_disc_real_0: 0.14625957407630408 (+0.02026454946742612) | > avg_loss_disc_real_1: 0.180659733999234 (-0.002223512014517398) | > avg_loss_disc_real_2: 0.19427568064286158 (-0.03586633274188408) | > avg_loss_disc_real_3: 0.19632306752296594 (-0.04250855113451299) | > avg_loss_disc_real_4: 0.1924394489480899 (-0.023348357241887302) | > avg_loss_disc_real_5: 0.18614306358190683 (-0.05747779458761215) | > avg_loss_0: 2.3334738291226893 (-0.14663224036877054) | > avg_loss_gen: 2.25655434681819 (+0.03923595410126879) | > avg_loss_kl: 2.924936212026156 (+0.05407652488121606) | > avg_loss_feat: 6.855043502954336 (+0.33230407421405506) | > avg_loss_mel: 17.73480958205003 (+0.4018262349642221) | > avg_loss_duration: 2.3609126256062436 (+0.01931842473837042) | > avg_loss_1: 32.13225636115441 (+0.8467612633338355)  > EPOCH: 601/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:41:35)   --> TIME: 2024-06-11 17:41:44 -- STEP: 19/330 -- GLOBAL_STEP: 286350 | > loss_disc: 2.3966054916381836 (2.3245464751594946) | > loss_disc_real_0: 0.1162249892950058 (0.10222245086180537) | > loss_disc_real_1: 0.19087757170200348 (0.19545699342301018) | > loss_disc_real_2: 0.2583390176296234 (0.21545414940307014) | > loss_disc_real_3: 0.2376750111579895 (0.2291834903390784) | > loss_disc_real_4: 0.24005340039730072 (0.22785922414378115) | > loss_disc_real_5: 0.23612017929553986 (0.22080564342047038) | > loss_0: 2.3966054916381836 (2.3245464751594946) | > grad_norm_0: tensor(9.3809, device='cuda:0') (tensor(9.7623, device='cuda:0')) | > loss_gen: 2.422792911529541 (2.4875569092599967) | > loss_kl: 2.053863525390625 (1.8943370329706293) | > loss_feat: 6.704140663146973 (6.866670056393272) | > loss_mel: 17.1898193359375 (17.80141890676398) | > loss_duration: 1.9933665990829468 (2.073870960034822) | > loss_1: 30.363981246948242 (31.12385378385845) | > grad_norm_1: tensor(117.9660, device='cuda:0') (tensor(101.7145, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3531 (0.3676989329488654) | > loader_time: 0.0033 (0.0031078363719739413)  --> TIME: 2024-06-11 17:41:53 -- STEP: 44/330 -- GLOBAL_STEP: 286375 | > loss_disc: 2.369459867477417 (2.3273786143823094) | > loss_disc_real_0: 0.11114384233951569 (0.10564792020754381) | > loss_disc_real_1: 0.18891651928424835 (0.19396022097630936) | > loss_disc_real_2: 0.1948765218257904 (0.20939358323812485) | > loss_disc_real_3: 0.2229052186012268 (0.22494541650468652) | > loss_disc_real_4: 0.24177707731723785 (0.22867279669100588) | > loss_disc_real_5: 0.2179626226425171 (0.21906960078261115) | > loss_0: 2.369459867477417 (2.3273786143823094) | > grad_norm_0: tensor(9.7149, device='cuda:0') (tensor(10.2781, device='cuda:0')) | > loss_gen: 2.3831939697265625 (2.48192251812328) | > loss_kl: 2.1343345642089844 (1.9520043432712555) | > loss_feat: 7.1941657066345215 (6.984072836962613) | > loss_mel: 17.748044967651367 (17.686472936110064) | > loss_duration: 1.9194200038909912 (2.0240710838274514) | > loss_1: 31.379159927368164 (31.1285437670621) | > grad_norm_1: tensor(118.6632, device='cuda:0') (tensor(119.6288, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3521 (0.3645116524262862) | > loader_time: 0.0031 (0.003249450163407759)  --> TIME: 2024-06-11 17:42:02 -- STEP: 69/330 -- GLOBAL_STEP: 286400 | > loss_disc: 2.317960500717163 (2.3279424439305836) | > loss_disc_real_0: 0.10792204737663269 (0.10728784143060878) | > loss_disc_real_1: 0.2215253710746765 (0.19522921762604645) | > loss_disc_real_2: 0.23862779140472412 (0.20862964162791986) | > loss_disc_real_3: 0.2326585352420807 (0.22646955757037454) | > loss_disc_real_4: 0.24786947667598724 (0.2291737516289172) | > loss_disc_real_5: 0.21919956803321838 (0.2203601747751236) | > loss_0: 2.317960500717163 (2.3279424439305836) | > grad_norm_0: tensor(9.2757, device='cuda:0') (tensor(9.6615, device='cuda:0')) | > loss_gen: 2.4961676597595215 (2.4800902484119804) | > loss_kl: 2.069176197052002 (1.9481361326964006) | > loss_feat: 7.061839580535889 (6.980650818866232) | > loss_mel: 17.72397232055664 (17.64147534577743) | > loss_duration: 1.965018391609192 (2.009097989054692) | > loss_1: 31.31617546081543 (31.059450591819875) | > grad_norm_1: tensor(118.6264, device='cuda:0') (tensor(115.3244, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3784 (0.3656802281089451) | > loader_time: 0.004 (0.003410881844119749)  --> TIME: 2024-06-11 17:42:12 -- STEP: 94/330 -- GLOBAL_STEP: 286425 | > loss_disc: 2.2272653579711914 (2.3288307824033367) | > loss_disc_real_0: 0.10855477303266525 (0.10935561509525522) | > loss_disc_real_1: 0.1899077147245407 (0.19422722813930912) | > loss_disc_real_2: 0.19169355928897858 (0.2092471975595393) | > loss_disc_real_3: 0.20906445384025574 (0.22679589783891718) | > loss_disc_real_4: 0.2001315951347351 (0.22940383185731603) | > loss_disc_real_5: 0.17427660524845123 (0.22010147524006823) | > loss_0: 2.2272653579711914 (2.3288307824033367) | > grad_norm_0: tensor(5.3792, device='cuda:0') (tensor(9.5851, device='cuda:0')) | > loss_gen: 2.674008369445801 (2.4836672214751543) | > loss_kl: 2.055216073989868 (1.9539812435495092) | > loss_feat: 7.6839375495910645 (6.990780287600578) | > loss_mel: 17.993804931640625 (17.61546859335391) | > loss_duration: 2.024996757507324 (2.0050011771790524) | > loss_1: 32.43196487426758 (31.048898636026586) | > grad_norm_1: tensor(135.0377, device='cuda:0') (tensor(110.4760, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3694 (0.36743908232830946) | > loader_time: 0.0038 (0.0035016841076790017)  --> TIME: 2024-06-11 17:42:21 -- STEP: 119/330 -- GLOBAL_STEP: 286450 | > loss_disc: 2.4064390659332275 (2.3298552657375806) | > loss_disc_real_0: 0.09281738102436066 (0.10982987002915695) | > loss_disc_real_1: 0.19747065007686615 (0.19454707067553734) | > loss_disc_real_2: 0.21193543076515198 (0.20933077853767812) | > loss_disc_real_3: 0.22978471219539642 (0.22625591862602396) | > loss_disc_real_4: 0.23842109739780426 (0.2287873556884397) | > loss_disc_real_5: 0.21634836494922638 (0.22008159919446255) | > loss_0: 2.4064390659332275 (2.3298552657375806) | > grad_norm_0: tensor(16.0803, device='cuda:0') (tensor(9.6537, device='cuda:0')) | > loss_gen: 2.4831321239471436 (2.4844451571712964) | > loss_kl: 1.885070562362671 (1.9653986592252715) | > loss_feat: 7.597362518310547 (7.018451959145169) | > loss_mel: 17.381258010864258 (17.60275369531967) | > loss_duration: 1.984549641609192 (2.006170541298489) | > loss_1: 31.33137321472168 (31.07722017945362) | > grad_norm_1: tensor(95.7906, device='cuda:0') (tensor(108.0363, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3751 (0.36922838507580164) | > loader_time: 0.0042 (0.0035830185192973676)  --> TIME: 2024-06-11 17:42:31 -- STEP: 144/330 -- GLOBAL_STEP: 286475 | > loss_disc: 2.3726797103881836 (2.335813095172245) | > loss_disc_real_0: 0.09718015789985657 (0.1114869896425969) | > loss_disc_real_1: 0.17940208315849304 (0.195060900102059) | > loss_disc_real_2: 0.18791812658309937 (0.20991440376059875) | > loss_disc_real_3: 0.21279719471931458 (0.22682931439744103) | > loss_disc_real_4: 0.2021835595369339 (0.2295951456245449) | > loss_disc_real_5: 0.1923261433839798 (0.22108080186363724) | > loss_0: 2.3726797103881836 (2.335813095172245) | > grad_norm_0: tensor(15.7354, device='cuda:0') (tensor(9.9713, device='cuda:0')) | > loss_gen: 2.2592647075653076 (2.4819816384050575) | > loss_kl: 1.869065761566162 (1.9729056275553174) | > loss_feat: 7.249284267425537 (7.013591978285048) | > loss_mel: 17.598012924194336 (17.602377202775738) | > loss_duration: 2.0091190338134766 (2.010491201447116) | > loss_1: 30.984745025634766 (31.081347823143005) | > grad_norm_1: tensor(75.0788, device='cuda:0') (tensor(113.9665, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3994 (0.371416265765826) | > loader_time: 0.0043 (0.0036809113290574816)  --> TIME: 2024-06-11 17:42:41 -- STEP: 169/330 -- GLOBAL_STEP: 286500 | > loss_disc: 2.4666008949279785 (2.3438627070929163) | > loss_disc_real_0: 0.14837238192558289 (0.11249217959727056) | > loss_disc_real_1: 0.20818482339382172 (0.19573950026867648) | > loss_disc_real_2: 0.2430061399936676 (0.21136725222217967) | > loss_disc_real_3: 0.24099966883659363 (0.2280320148672578) | > loss_disc_real_4: 0.24743133783340454 (0.22868790711171527) | > loss_disc_real_5: 0.21962836384773254 (0.22060255071467902) | > loss_0: 2.4666008949279785 (2.3438627070929163) | > grad_norm_0: tensor(18.4665, device='cuda:0') (tensor(12.1287, device='cuda:0')) | > loss_gen: 2.5631208419799805 (2.48268048297724) | > loss_kl: 2.132373809814453 (1.9812665952027901) | > loss_feat: 6.800278663635254 (7.014931839598707) | > loss_mel: 16.896455764770508 (17.59491379867644) | > loss_duration: 2.058946132659912 (2.01501745867306) | > loss_1: 30.4511775970459 (31.08881035076796) | > grad_norm_1: tensor(256.2581, device='cuda:0') (tensor(136.7324, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.373 (0.37364509543018243) | > loader_time: 0.0042 (0.0037854804089788854) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_286500.pth  --> TIME: 2024-06-11 17:42:55 -- STEP: 194/330 -- GLOBAL_STEP: 286525 | > loss_disc: 2.4028444290161133 (2.3520594183931633) | > loss_disc_real_0: 0.18058784306049347 (0.11510983090271655) | > loss_disc_real_1: 0.19787690043449402 (0.19628356850331585) | > loss_disc_real_2: 0.18576158583164215 (0.21221886851738408) | > loss_disc_real_3: 0.2362261563539505 (0.22840826044377593) | > loss_disc_real_4: 0.22285953164100647 (0.2293720543384552) | > loss_disc_real_5: 0.2228948324918747 (0.22088207135495452) | > loss_0: 2.4028444290161133 (2.3520594183931633) | > grad_norm_0: tensor(51.3608, device='cuda:0') (tensor(15.2422, device='cuda:0')) | > loss_gen: 2.3197171688079834 (2.4809241282571213) | > loss_kl: 2.115940809249878 (1.9815942442294248) | > loss_feat: 7.014101982116699 (6.989233397945915) | > loss_mel: 17.55223274230957 (17.57559420398831) | > loss_duration: 2.0537047386169434 (2.0224545702491845) | > loss_1: 31.05569839477539 (31.049800676168854) | > grad_norm_1: tensor(262.0026, device='cuda:0') (tensor(167.0157, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.3868 (0.3765718027488474) | > loader_time: 0.0047 (0.003939401243150848)  --> TIME: 2024-06-11 17:43:06 -- STEP: 219/330 -- GLOBAL_STEP: 286550 | > loss_disc: 2.290713310241699 (2.3519474959264604) | > loss_disc_real_0: 0.09314556419849396 (0.11518684886906246) | > loss_disc_real_1: 0.15811417996883392 (0.19637841768732892) | > loss_disc_real_2: 0.201950803399086 (0.21199007720163424) | > loss_disc_real_3: 0.24201460182666779 (0.2287475268046061) | > loss_disc_real_4: 0.22119103372097015 (0.22894056243439243) | > loss_disc_real_5: 0.2140136957168579 (0.22112557094663246) | > loss_0: 2.290713310241699 (2.3519474959264604) | > grad_norm_0: tensor(26.5582, device='cuda:0') (tensor(17.4698, device='cuda:0')) | > loss_gen: 2.732011079788208 (2.4903813333816176) | > loss_kl: 2.1948394775390625 (1.9869936416138252) | > loss_feat: 7.777613639831543 (7.010773954870494) | > loss_mel: 17.571630477905273 (17.539895602012884) | > loss_duration: 2.079801321029663 (2.0296419113194024) | > loss_1: 32.35589599609375 (31.057686574927203) | > grad_norm_1: tensor(621.3057, device='cuda:0') (tensor(187.5714, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.407 (0.3789311467784726) | > loader_time: 0.0053 (0.004085541860153684)  --> TIME: 2024-06-11 17:43:16 -- STEP: 244/330 -- GLOBAL_STEP: 286575 | > loss_disc: 2.3887503147125244 (2.3539888565657563) | > loss_disc_real_0: 0.1418919414281845 (0.11649024016300186) | > loss_disc_real_1: 0.17127461731433868 (0.19688443412057682) | > loss_disc_real_2: 0.20315557718276978 (0.2119448682690253) | > loss_disc_real_3: 0.23098860681056976 (0.22885690189775873) | > loss_disc_real_4: 0.2539236545562744 (0.22913096136734135) | > loss_disc_real_5: 0.2514346241950989 (0.2211474076401992) | > loss_0: 2.3887503147125244 (2.3539888565657563) | > grad_norm_0: tensor(67.4296, device='cuda:0') (tensor(20.2589, device='cuda:0')) | > loss_gen: 2.55783748626709 (2.4905282473954995) | > loss_kl: 1.9170345067977905 (1.985923184234588) | > loss_feat: 6.894915580749512 (7.000195870633985) | > loss_mel: 17.304105758666992 (17.486624827150447) | > loss_duration: 2.0448522567749023 (2.0385990934293776) | > loss_1: 30.718746185302734 (31.00187138260388) | > grad_norm_1: tensor(476.8549, device='cuda:0') (tensor(207.5800, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.4395 (0.3823667637637405) | > loader_time: 0.0053 (0.004224928676104937)  --> TIME: 2024-06-11 17:43:27 -- STEP: 269/330 -- GLOBAL_STEP: 286600 | > loss_disc: 2.3925321102142334 (2.3525626818929903) | > loss_disc_real_0: 0.14902141690254211 (0.11705044143206568) | > loss_disc_real_1: 0.22147370874881744 (0.19716659049783936) | > loss_disc_real_2: 0.1829700469970703 (0.21203651991032313) | > loss_disc_real_3: 0.2322557121515274 (0.22889001673039008) | > loss_disc_real_4: 0.23589979112148285 (0.22892017540656942) | > loss_disc_real_5: 0.23901456594467163 (0.22068735597080458) | > loss_0: 2.3925321102142334 (2.3525626818929903) | > grad_norm_0: tensor(52.6648, device='cuda:0') (tensor(21.8345, device='cuda:0')) | > loss_gen: 2.5596728324890137 (2.492952284759748) | > loss_kl: 1.9708826541900635 (1.9878265192960718) | > loss_feat: 6.773501396179199 (7.025490617220287) | > loss_mel: 16.759593963623047 (17.460822130224525) | > loss_duration: 2.1531167030334473 (2.046689914504834) | > loss_1: 30.216768264770508 (31.013781629087312) | > grad_norm_1: tensor(321.5976, device='cuda:0') (tensor(227.8590, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.438 (0.386818230816866) | > loader_time: 0.0059 (0.004381585741574879)  --> TIME: 2024-06-11 17:43:39 -- STEP: 294/330 -- GLOBAL_STEP: 286625 | > loss_disc: 2.2703044414520264 (2.3523838779553263) | > loss_disc_real_0: 0.13920798897743225 (0.11756606672440661) | > loss_disc_real_1: 0.17674888670444489 (0.19694177081593034) | > loss_disc_real_2: 0.23710417747497559 (0.21195381920353892) | > loss_disc_real_3: 0.23004503548145294 (0.22888691551020357) | > loss_disc_real_4: 0.24506746232509613 (0.22933852180939954) | > loss_disc_real_5: 0.22513630986213684 (0.22103457720506758) | > loss_0: 2.2703044414520264 (2.3523838779553263) | > grad_norm_0: tensor(62.4048, device='cuda:0') (tensor(23.1265, device='cuda:0')) | > loss_gen: 2.527949094772339 (2.490648438330409) | > loss_kl: 2.0639991760253906 (1.9917665874065995) | > loss_feat: 7.838810443878174 (7.024431311354345) | > loss_mel: 17.511201858520508 (17.407983212243956) | > loss_duration: 2.196709156036377 (2.0566056942453192) | > loss_1: 32.138668060302734 (30.97143536522275) | > grad_norm_1: tensor(397.2849, device='cuda:0') (tensor(240.5400, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.4709 (0.3922972411525494) | > loader_time: 0.0068 (0.004560814422815026)  --> TIME: 2024-06-11 17:43:52 -- STEP: 319/330 -- GLOBAL_STEP: 286650 | > loss_disc: 2.408696174621582 (2.352926479237954) | > loss_disc_real_0: 0.1190580427646637 (0.11817379479170967) | > loss_disc_real_1: 0.2610933482646942 (0.19761685872900067) | > loss_disc_real_2: 0.18769608438014984 (0.21163821528697835) | > loss_disc_real_3: 0.22110585868358612 (0.2287031472383248) | > loss_disc_real_4: 0.27197927236557007 (0.2292464597845526) | > loss_disc_real_5: 0.2945828437805176 (0.22125158152983854) | > loss_0: 2.408696174621582 (2.352926479237954) | > grad_norm_0: tensor(39.6560, device='cuda:0') (tensor(24.4417, device='cuda:0')) | > loss_gen: 2.4945216178894043 (2.4943946312213763) | > loss_kl: 2.0651535987854004 (1.9969605297130477) | > loss_feat: 8.655170440673828 (7.071487410315152) | > loss_mel: 17.158130645751953 (17.368673285720497) | > loss_duration: 2.246706485748291 (2.0702450484691375) | > loss_1: 32.61968231201172 (31.001761026890673) | > grad_norm_1: tensor(365.7917, device='cuda:0') (tensor(257.0790, device='cuda:0')) | > current_lr_0: 0.00018552463395731043 | > current_lr_1: 0.00018552463395731043 | > step_time: 0.5412 (0.40157449880737495) | > loader_time: 0.0086 (0.00481343493566244)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.481536626815796 (2.481536626815796) | > loss_disc_real_0: 0.04751880466938019 (0.04751880466938019) | > loss_disc_real_1: 0.20975565910339355 (0.20975565910339355) | > loss_disc_real_2: 0.2798598110675812 (0.2798598110675812) | > loss_disc_real_3: 0.3330666720867157 (0.3330666720867157) | > loss_disc_real_4: 0.3167556822299957 (0.3167556822299957) | > loss_disc_real_5: 0.23559609055519104 (0.23559609055519104) | > loss_0: 2.481536626815796 (2.481536626815796) | > loss_gen: 2.375415802001953 (2.375415802001953) | > loss_kl: 2.0867819786071777 (2.0867819786071777) | > loss_feat: 5.610185623168945 (5.610185623168945) | > loss_mel: 15.245285987854004 (15.245285987854004) | > loss_duration: 3.14446759223938 (3.14446759223938) | > loss_1: 28.46213722229004 (28.46213722229004)  --> STEP: 1 | > loss_disc: 2.1972227096557617 (2.1972227096557617) | > loss_disc_real_0: 0.10004886984825134 (0.10004886984825134) | > loss_disc_real_1: 0.12793105840682983 (0.12793105840682983) | > loss_disc_real_2: 0.18516121804714203 (0.18516121804714203) | > loss_disc_real_3: 0.25394630432128906 (0.25394630432128906) | > loss_disc_real_4: 0.2727794051170349 (0.2727794051170349) | > loss_disc_real_5: 0.19929350912570953 (0.19929350912570953) | > loss_0: 2.1972227096557617 (2.1972227096557617) | > loss_gen: 2.5023226737976074 (2.5023226737976074) | > loss_kl: 3.254126787185669 (3.254126787185669) | > loss_feat: 6.85213565826416 (6.85213565826416) | > loss_mel: 17.74383544921875 (17.74383544921875) | > loss_duration: 2.3640270233154297 (2.3640270233154297) | > loss_1: 32.71644592285156 (32.71644592285156)  --> STEP: 2 | > loss_disc: 2.225733757019043 (2.2114782333374023) | > loss_disc_real_0: 0.10183567553758621 (0.10094227269291878) | > loss_disc_real_1: 0.17761436104774475 (0.1527727097272873) | > loss_disc_real_2: 0.22405195236206055 (0.2046065852046013) | > loss_disc_real_3: 0.22821076214313507 (0.24107853323221207) | > loss_disc_real_4: 0.16851182281970978 (0.22064561396837234) | > loss_disc_real_5: 0.18391844630241394 (0.19160597771406174) | > loss_0: 2.225733757019043 (2.2114782333374023) | > loss_gen: 2.247556686401367 (2.3749396800994873) | > loss_kl: 2.782341718673706 (3.0182342529296875) | > loss_feat: 6.0003743171691895 (6.426254987716675) | > loss_mel: 17.47048568725586 (17.607160568237305) | > loss_duration: 2.4958419799804688 (2.429934501647949) | > loss_1: 30.996599197387695 (31.85652256011963)  --> STEP: 3 | > loss_disc: 2.11149525642395 (2.1781505743662515) | > loss_disc_real_0: 0.05302818864583969 (0.08497091134389241) | > loss_disc_real_1: 0.1470569521188736 (0.15086745719114938) | > loss_disc_real_2: 0.1995931714773178 (0.2029354472955068) | > loss_disc_real_3: 0.25756996870040894 (0.24657567838827768) | > loss_disc_real_4: 0.22207868099212646 (0.22112330297629038) | > loss_disc_real_5: 0.17034664750099182 (0.1845195343097051) | > loss_0: 2.11149525642395 (2.1781505743662515) | > loss_gen: 2.5290331840515137 (2.4263041814168296) | > loss_kl: 3.2520017623901367 (3.0961567560831704) | > loss_feat: 6.424978733062744 (6.425829569498698) | > loss_mel: 18.323135375976562 (17.845818837483723) | > loss_duration: 2.32969331741333 (2.3965207735697427) | > loss_1: 32.85884475708008 (32.190629959106445)  --> STEP: 4 | > loss_disc: 2.392071008682251 (2.2316306829452515) | > loss_disc_real_0: 0.11081814765930176 (0.09143272042274475) | > loss_disc_real_1: 0.19785332679748535 (0.16261392459273338) | > loss_disc_real_2: 0.19666427373886108 (0.20136765390634537) | > loss_disc_real_3: 0.23875461518764496 (0.2446204125881195) | > loss_disc_real_4: 0.23902811110019684 (0.225599505007267) | > loss_disc_real_5: 0.22660420835018158 (0.19504070281982422) | > loss_0: 2.392071008682251 (2.2316306829452515) | > loss_gen: 2.2737627029418945 (2.3881688117980957) | > loss_kl: 3.690878391265869 (3.244837164878845) | > loss_feat: 7.874659061431885 (6.788036942481995) | > loss_mel: 17.091489791870117 (17.657236576080322) | > loss_duration: 2.3151378631591797 (2.376175045967102) | > loss_1: 33.24592590332031 (32.45445394515991)  --> STEP: 5 | > loss_disc: 2.5036985874176025 (2.2860442638397216) | > loss_disc_real_0: 0.16992497444152832 (0.10713117122650147) | > loss_disc_real_1: 0.2230450063943863 (0.17470014095306396) | > loss_disc_real_2: 0.25037914514541626 (0.21116995215415954) | > loss_disc_real_3: 0.3155873119831085 (0.25881379246711733) | > loss_disc_real_4: 0.30730140209198 (0.2419398844242096) | > loss_disc_real_5: 0.2962869703769684 (0.21528995633125306) | > loss_0: 2.5036985874176025 (2.2860442638397216) | > loss_gen: 2.526381492614746 (2.4158113479614256) | > loss_kl: 2.6545209884643555 (3.1267739295959474) | > loss_feat: 5.324986934661865 (6.495426940917969) | > loss_mel: 19.456748962402344 (18.017139053344728) | > loss_duration: 2.3430075645446777 (2.369541549682617) | > loss_1: 32.30564498901367 (32.424692153930664)  --> STEP: 6 | > loss_disc: 2.45561146736145 (2.3143054644266763) | > loss_disc_real_0: 0.11436902731657028 (0.10833748057484627) | > loss_disc_real_1: 0.1802770048379898 (0.17562961826721826) | > loss_disc_real_2: 0.2714438736438751 (0.2212156057357788) | > loss_disc_real_3: 0.26366645097732544 (0.25962256888548535) | > loss_disc_real_4: 0.2730083167552948 (0.24711795647939047) | > loss_disc_real_5: 0.27356886863708496 (0.22500310838222504) | > loss_0: 2.45561146736145 (2.3143054644266763) | > loss_gen: 2.4368247985839844 (2.419313589731852) | > loss_kl: 2.964869737625122 (3.0997898976008096) | > loss_feat: 4.551397800445557 (6.171422084172566) | > loss_mel: 17.345500946044922 (17.905199368794758) | > loss_duration: 2.219181537628174 (2.3444815476735434) | > loss_1: 29.51777458190918 (31.940205891927082)  --> STEP: 7 | > loss_disc: 2.206223249435425 (2.2988651479993547) | > loss_disc_real_0: 0.1280205249786377 (0.11114934406110219) | > loss_disc_real_1: 0.17242489755153656 (0.17517180102212088) | > loss_disc_real_2: 0.23514734208583832 (0.2232058537857873) | > loss_disc_real_3: 0.20580564439296722 (0.2519344368151256) | > loss_disc_real_4: 0.23346830904483795 (0.24516800684588297) | > loss_disc_real_5: 0.20883114635944366 (0.22269282809325627) | > loss_0: 2.206223249435425 (2.2988651479993547) | > loss_gen: 2.4440786838531494 (2.422851460320609) | > loss_kl: 3.929210901260376 (3.218278612409319) | > loss_feat: 6.563317775726318 (6.22740718296596) | > loss_mel: 18.1204776763916 (17.935953412737167) | > loss_duration: 2.518759250640869 (2.3693783623831615) | > loss_1: 33.575843811035156 (32.17386845179966)  --> STEP: 8 | > loss_disc: 2.3658549785614014 (2.3072388768196106) | > loss_disc_real_0: 0.13137981295585632 (0.11367815267294645) | > loss_disc_real_1: 0.14033515751361847 (0.17081722058355808) | > loss_disc_real_2: 0.16267229616641998 (0.2156391590833664) | > loss_disc_real_3: 0.18471381068229675 (0.243531858548522) | > loss_disc_real_4: 0.1804322749376297 (0.2370760403573513) | > loss_disc_real_5: 0.16638769209384918 (0.21565468609333038) | > loss_0: 2.3658549785614014 (2.3072388768196106) | > loss_gen: 2.07108211517334 (2.3788802921772003) | > loss_kl: 3.086700677871704 (3.2018313705921173) | > loss_feat: 10.315629005432129 (6.738434910774231) | > loss_mel: 18.854406356811523 (18.05076003074646) | > loss_duration: 2.296699285507202 (2.3602934777736664) | > loss_1: 36.62451934814453 (32.73019981384277)  --> STEP: 9 | > loss_disc: 2.3543143272399902 (2.312469482421875) | > loss_disc_real_0: 0.07696384191513062 (0.10959878481096691) | > loss_disc_real_1: 0.18307028710842133 (0.172178672419654) | > loss_disc_real_2: 0.2699020802974701 (0.22166837255160013) | > loss_disc_real_3: 0.22884199023246765 (0.2418996509578493) | > loss_disc_real_4: 0.25290825963020325 (0.23883517583211264) | > loss_disc_real_5: 0.21371813118457794 (0.21543951332569122) | > loss_0: 2.3543143272399902 (2.312469482421875) | > loss_gen: 2.3928613662719727 (2.3804337448543973) | > loss_kl: 2.7547249794006348 (3.1521528826819525) | > loss_feat: 10.224117279052734 (7.125732951694065) | > loss_mel: 20.193410873413086 (18.28883234659831) | > loss_duration: 2.141024112701416 (2.3359302149878607) | > loss_1: 37.706138610839844 (33.283081902398)  --> STEP: 10 | > loss_disc: 2.235659122467041 (2.3047884464263917) | > loss_disc_real_0: 0.07774233818054199 (0.10641314014792443) | > loss_disc_real_1: 0.23606552183628082 (0.17856735736131668) | > loss_disc_real_2: 0.23378683626651764 (0.2228802189230919) | > loss_disc_real_3: 0.28666403889656067 (0.24637608975172043) | > loss_disc_real_4: 0.19863401353359222 (0.2348150596022606) | > loss_disc_real_5: 0.24031423032283783 (0.2179269850254059) | > loss_0: 2.235659122467041 (2.3047884464263917) | > loss_gen: 2.573756217956543 (2.3997659921646117) | > loss_kl: 2.926039695739746 (3.1295415639877318) | > loss_feat: 7.80486536026001 (7.193646192550659) | > loss_mel: 19.232654571533203 (18.3832145690918) | > loss_duration: 2.3447210788726807 (2.3368093013763427) | > loss_1: 34.88203811645508 (33.44297752380371)  --> STEP: 11 | > loss_disc: 2.3641505241394043 (2.3101849989457564) | > loss_disc_real_0: 0.0838620662689209 (0.10436304252256047) | > loss_disc_real_1: 0.1234486773610115 (0.17355656827037985) | > loss_disc_real_2: 0.2507539391517639 (0.2254141934893348) | > loss_disc_real_3: 0.24554622173309326 (0.2463006472045725) | > loss_disc_real_4: 0.2098042517900467 (0.23254134980115024) | > loss_disc_real_5: 0.2682308554649353 (0.2225000641562722) | > loss_0: 2.3641505241394043 (2.3101849989457564) | > loss_gen: 2.177046537399292 (2.3795187690041284) | > loss_kl: 3.8010804653167725 (3.1905905550176445) | > loss_feat: 7.318512916564941 (7.204997712915594) | > loss_mel: 18.826234817504883 (18.42348913712935) | > loss_duration: 2.506030559539795 (2.3521930521184746) | > loss_1: 34.62890625 (33.550789226185195)  --> STEP: 12 | > loss_disc: 2.456482410430908 (2.3223764499028525) | > loss_disc_real_0: 0.09954573959112167 (0.10396160061160724) | > loss_disc_real_1: 0.2207336574792862 (0.17748799237112203) | > loss_disc_real_2: 0.26780420541763306 (0.22894669448335966) | > loss_disc_real_3: 0.2652643620967865 (0.24788095677892366) | > loss_disc_real_4: 0.2620946168899536 (0.2350041220585505) | > loss_disc_real_5: 0.22247321903705597 (0.22249782706300417) | > loss_0: 2.456482410430908 (2.3223764499028525) | > loss_gen: 2.294450044631958 (2.372429708639781) | > loss_kl: 2.6393826007843018 (3.144656558831533) | > loss_feat: 5.566039562225342 (7.068417867024739) | > loss_mel: 16.753808975219727 (18.284349123636883) | > loss_duration: 2.25736141204834 (2.3442904154459634) | > loss_1: 29.511043548583984 (33.214143753051765)  --> STEP: 13 | > loss_disc: 2.538278818130493 (2.3389843243819017) | > loss_disc_real_0: 0.10821007937192917 (0.10428840667009354) | > loss_disc_real_1: 0.2078457772731781 (0.17982320659435713) | > loss_disc_real_2: 0.27120164036750793 (0.23219707493598646) | > loss_disc_real_3: 0.3191211521625519 (0.25336097180843353) | > loss_disc_real_4: 0.2681019902229309 (0.237550111917349) | > loss_disc_real_5: 0.252586305141449 (0.2248123253767307) | > loss_0: 2.538278818130493 (2.3389843243819017) | > loss_gen: 2.3765971660614014 (2.372750282287598) | > loss_kl: 2.959944486618042 (3.1304479378920336) | > loss_feat: 5.399187088012695 (6.940015499408428) | > loss_mel: 16.8546199798584 (18.174369958730843) | > loss_duration: 2.288771152496338 (2.340019702911377) | > loss_1: 29.879119873046875 (32.95760345458985)  --> STEP: 14 | > loss_disc: 2.5751023292541504 (2.355849896158491) | > loss_disc_real_0: 0.1430685818195343 (0.10705841918076787) | > loss_disc_real_1: 0.2563043534755707 (0.18528614565730095) | > loss_disc_real_2: 0.23303213715553284 (0.2322567222373826) | > loss_disc_real_3: 0.31277182698249817 (0.25760460432086674) | > loss_disc_real_4: 0.2799251675605774 (0.24057690160615103) | > loss_disc_real_5: 0.24541477859020233 (0.22628392917769297) | > loss_0: 2.5751023292541504 (2.355849896158491) | > loss_gen: 2.3801798820495605 (2.3732809679848814) | > loss_kl: 3.845327377319336 (3.1815107549939836) | > loss_feat: 6.177795886993408 (6.885571241378784) | > loss_mel: 17.9352970123291 (18.157293319702145) | > loss_duration: 2.368485927581787 (2.342053004673549) | > loss_1: 32.70708465576172 (32.93970925467356)  --> STEP: 15 | > loss_disc: 2.5057547092437744 (2.3658435503641764) | > loss_disc_real_0: 0.09254689514636993 (0.10609098424514135) | > loss_disc_real_1: 0.13773111999034882 (0.18211581061283746) | > loss_disc_real_2: 0.1503954529762268 (0.2267993042866389) | > loss_disc_real_3: 0.17879530787467957 (0.25235065122445427) | > loss_disc_real_4: 0.239048570394516 (0.2404750128587087) | > loss_disc_real_5: 0.17626522481441498 (0.22294934888680776) | > loss_0: 2.5057547092437744 (2.3658435503641764) | > loss_gen: 1.8830065727233887 (2.3405960083007815) | > loss_kl: 3.6496732234954834 (3.212721586227417) | > loss_feat: 7.917093276977539 (6.954339377085367) | > loss_mel: 18.550851821899414 (18.183530553181964) | > loss_duration: 2.3293797969818115 (2.3412081241607665) | > loss_1: 34.33000564575195 (33.03239568074545)  --> STEP: 16 | > loss_disc: 2.3878684043884277 (2.367220103740692) | > loss_disc_real_0: 0.08396965265274048 (0.10470840102061629) | > loss_disc_real_1: 0.22206100821495056 (0.18461238546296954) | > loss_disc_real_2: 0.2603037357330322 (0.22889333125203848) | > loss_disc_real_3: 0.24729342758655548 (0.25203457474708557) | > loss_disc_real_4: 0.24638503789901733 (0.240844389423728) | > loss_disc_real_5: 0.24504108726978302 (0.2243300825357437) | > loss_0: 2.3878684043884277 (2.367220103740692) | > loss_gen: 2.480782985687256 (2.3493576943874364) | > loss_kl: 2.80462384223938 (3.1872154772281647) | > loss_feat: 7.088414192199707 (6.962719053030014) | > loss_mel: 15.807416915893555 (18.035023450851437) | > loss_duration: 2.3817191123962402 (2.3437400609254837) | > loss_1: 30.562957763671875 (32.87805581092835)  --> STEP: 17 | > loss_disc: 2.573131799697876 (2.379332556444056) | > loss_disc_real_0: 0.13676147162914276 (0.10659387576229432) | > loss_disc_real_1: 0.2356407344341278 (0.18761405304950826) | > loss_disc_real_2: 0.3018525540828705 (0.2331850502420874) | > loss_disc_real_3: 0.29687073826789856 (0.2546719961306628) | > loss_disc_real_4: 0.3278285562992096 (0.24596110512228572) | > loss_disc_real_5: 0.34304219484329224 (0.2313131479655995) | > loss_0: 2.573131799697876 (2.379332556444056) | > loss_gen: 2.578022003173828 (2.3628085360807534) | > loss_kl: 2.5141284465789795 (3.147622122484095) | > loss_feat: 5.135119438171387 (6.855213193332448) | > loss_mel: 15.539681434631348 (17.8882386263679) | > loss_duration: 2.461960792541504 (2.350694221608779) | > loss_1: 28.228912353515625 (32.604576784021724)  --> STEP: 18 | > loss_disc: 2.131904125213623 (2.3655865324868097) | > loss_disc_real_0: 0.06174737587571144 (0.10410240354637305) | > loss_disc_real_1: 0.13344907760620117 (0.18460488774710232) | > loss_disc_real_2: 0.22702573239803314 (0.23284286591741774) | > loss_disc_real_3: 0.26201093196868896 (0.2550797147883309) | > loss_disc_real_4: 0.21067112684249878 (0.24400055077340868) | > loss_disc_real_5: 0.1617787778377533 (0.22745012740294138) | > loss_0: 2.131904125213623 (2.3655865324868097) | > loss_gen: 2.4987282752990723 (2.3703596327039933) | > loss_kl: 2.5752885341644287 (3.115825812021891) | > loss_feat: 8.022807121276855 (6.920079522662693) | > loss_mel: 20.919574737548828 (18.056646188100174) | > loss_duration: 2.22114896774292 (2.3434972630606756) | > loss_1: 36.237548828125 (32.80640856424968)  --> STEP: 19 | > loss_disc: 2.532121419906616 (2.3743515265615365) | > loss_disc_real_0: 0.10685992985963821 (0.10424753651022911) | > loss_disc_real_1: 0.2118004858493805 (0.18603623501564326) | > loss_disc_real_2: 0.23639549314975739 (0.2330298462980672) | > loss_disc_real_3: 0.216561958193779 (0.25305246444124924) | > loss_disc_real_4: 0.23060064017772675 (0.24329529232100436) | > loss_disc_real_5: 0.18532665073871613 (0.22523310231535057) | > loss_0: 2.532121419906616 (2.3743515265615365) | > loss_gen: 2.1565825939178467 (2.359108209609986) | > loss_kl: 2.092890977859497 (3.06198713653966) | > loss_feat: 9.30261516571045 (7.04547613545468) | > loss_mel: 18.01799964904785 (18.054612159728997) | > loss_duration: 2.327882766723633 (2.3426754474639893) | > loss_1: 33.897972106933594 (32.86385927702252)  --> STEP: 20 | > loss_disc: 2.3156614303588867 (2.371417021751404) | > loss_disc_real_0: 0.07652217149734497 (0.1028612682595849) | > loss_disc_real_1: 0.19215495884418488 (0.18634217120707036) | > loss_disc_real_2: 0.2997772693634033 (0.236367217451334) | > loss_disc_real_3: 0.2842792868614197 (0.25461380556225777) | > loss_disc_real_4: 0.2347760945558548 (0.2428693324327469) | > loss_disc_real_5: 0.24479201436042786 (0.22621104791760444) | > loss_0: 2.3156614303588867 (2.371417021751404) | > loss_gen: 2.514177083969116 (2.366861653327942) | > loss_kl: 1.8707302808761597 (3.002424293756485) | > loss_feat: 6.844329357147217 (7.0354187965393065) | > loss_mel: 18.5564022064209 (18.07970166206359) | > loss_duration: 2.315683126449585 (2.341325831413269) | > loss_1: 32.101322174072266 (32.825732421875)  --> STEP: 21 | > loss_disc: 2.2518842220306396 (2.3657249836694625) | > loss_disc_real_0: 0.14137841761112213 (0.10469541822870572) | > loss_disc_real_1: 0.24175003170967102 (0.18898064075481324) | > loss_disc_real_2: 0.24759411811828613 (0.2369018317688079) | > loss_disc_real_3: 0.2629619836807251 (0.25501133785361335) | > loss_disc_real_4: 0.2373671978712082 (0.24260732602505458) | > loss_disc_real_5: 0.19373047351837158 (0.22466435389859335) | > loss_0: 2.2518842220306396 (2.3657249836694625) | > loss_gen: 2.6605708599090576 (2.3808478060222806) | > loss_kl: 2.278395652770996 (2.9679467394238426) | > loss_feat: 6.139594078063965 (6.99276047661191) | > loss_mel: 16.877338409423828 (18.022446269080746) | > loss_duration: 2.158278465270996 (2.332609290168399) | > loss_1: 30.114177703857422 (32.69661076863607)  --> STEP: 22 | > loss_disc: 2.415107488632202 (2.3679696429859507) | > loss_disc_real_0: 0.13343045115470886 (0.1060015560889786) | > loss_disc_real_1: 0.20665870606899261 (0.18978418917818504) | > loss_disc_real_2: 0.16019459068775177 (0.23341513899239627) | > loss_disc_real_3: 0.26717880368232727 (0.25556440448219125) | > loss_disc_real_4: 0.24676860868930817 (0.2427964752370661) | > loss_disc_real_5: 0.21089130640029907 (0.22403830628503452) | > loss_0: 2.415107488632202 (2.3679696429859507) | > loss_gen: 2.2655091285705566 (2.3756051388653843) | > loss_kl: 2.3842594623565674 (2.941415499557148) | > loss_feat: 7.009240627288818 (6.993509574369951) | > loss_mel: 18.677539825439453 (18.052223248915233) | > loss_duration: 2.176989793777466 (2.325535676696084) | > loss_1: 32.5135383605957 (32.68828929554332)  --> STEP: 23 | > loss_disc: 2.485487461090088 (2.3730791133383047) | > loss_disc_real_0: 0.16156452894210815 (0.10841733751737553) | > loss_disc_real_1: 0.19274120032787323 (0.1899127548803454) | > loss_disc_real_2: 0.2212897539138794 (0.23288794833680856) | > loss_disc_real_3: 0.29445475339889526 (0.25725528921770013) | > loss_disc_real_4: 0.25170329213142395 (0.24318372814551645) | > loss_disc_real_5: 0.2563682794570923 (0.2254439572925153) | > loss_0: 2.485487461090088 (2.3730791133383047) | > loss_gen: 2.29024338722229 (2.3718937583591626) | > loss_kl: 2.827958822250366 (2.93648260054381) | > loss_feat: 5.720874309539795 (6.938177606333857) | > loss_mel: 17.467754364013672 (18.02681155826734) | > loss_duration: 2.297440528869629 (2.3243141485297163) | > loss_1: 30.604270935058594 (32.5976798016092)  --> STEP: 24 | > loss_disc: 2.4354374408721924 (2.37567737698555) | > loss_disc_real_0: 0.14056742191314697 (0.10975692436719935) | > loss_disc_real_1: 0.17701540887355804 (0.18937536546339592) | > loss_disc_real_2: 0.24515721201896667 (0.2333991676568985) | > loss_disc_real_3: 0.251798152923584 (0.2570279085387786) | > loss_disc_real_4: 0.2185412496328354 (0.24215695820748806) | > loss_disc_real_5: 0.25199225544929504 (0.2265501363823811) | > loss_0: 2.4354374408721924 (2.37567737698555) | > loss_gen: 2.2723801136016846 (2.367747356494268) | > loss_kl: 2.1871039867401123 (2.9052584916353226) | > loss_feat: 5.931312561035156 (6.896224896113078) | > loss_mel: 16.644243240356445 (17.969204545021054) | > loss_duration: 2.3810253143310547 (2.3266771137714386) | > loss_1: 29.416067123413086 (32.465112606684364)  --> STEP: 25 | > loss_disc: 2.0347554683685303 (2.362040500640869) | > loss_disc_real_0: 0.11683866381645203 (0.11004019394516945) | > loss_disc_real_1: 0.14422237873077393 (0.18756924599409103) | > loss_disc_real_2: 0.20308049023151398 (0.23218642055988312) | > loss_disc_real_3: 0.1540975421667099 (0.25291069388389587) | > loss_disc_real_4: 0.15777519345283508 (0.23878168761730195) | > loss_disc_real_5: 0.13978153467178345 (0.2230793923139572) | > loss_0: 2.0347554683685303 (2.362040500640869) | > loss_gen: 2.444451332092285 (2.3708155155181885) | > loss_kl: 2.8420138359069824 (2.9027287054061888) | > loss_feat: 7.505065441131592 (6.920578517913818) | > loss_mel: 16.35517692565918 (17.904643440246577) | > loss_duration: 2.4035627841949463 (2.329752540588379) | > loss_1: 31.550268173217773 (32.428518829345705)  --> STEP: 26 | > loss_disc: 2.4546971321105957 (2.3656042172358585) | > loss_disc_real_0: 0.14593563973903656 (0.11142078801416434) | > loss_disc_real_1: 0.1773618757724762 (0.18717665483172125) | > loss_disc_real_2: 0.19125571846961975 (0.2306121627871807) | > loss_disc_real_3: 0.2965061366558075 (0.25458744168281555) | > loss_disc_real_4: 0.18753045797348022 (0.23681048647715494) | > loss_disc_real_5: 0.23291687667369843 (0.22345775709702417) | > loss_0: 2.4546971321105957 (2.3656042172358585) | > loss_gen: 2.2395060062408447 (2.365765149776752) | > loss_kl: 2.349860668182373 (2.88146455012835) | > loss_feat: 10.143783569335938 (7.044547942968515) | > loss_mel: 18.333284378051758 (17.921129630162163) | > loss_duration: 2.2996420860290527 (2.328594446182251) | > loss_1: 35.3660774230957 (32.54150185218224) --> EVAL PERFORMANCE | > avg_loader_time: 0.002367413960970365 (-6.08517573429993e-05) | > avg_loss_disc: 2.3656042172358585 (+0.03213038811316915) | > avg_loss_disc_real_0: 0.11142078801416434 (-0.034838786062139734) | > avg_loss_disc_real_1: 0.18717665483172125 (+0.006516920832487255) | > avg_loss_disc_real_2: 0.2306121627871807 (+0.036336482144319115) | > avg_loss_disc_real_3: 0.25458744168281555 (+0.05826437415984961) | > avg_loss_disc_real_4: 0.23681048647715494 (+0.044371037529065044) | > avg_loss_disc_real_5: 0.22345775709702417 (+0.03731469351511735) | > avg_loss_0: 2.3656042172358585 (+0.03213038811316915) | > avg_loss_gen: 2.365765149776752 (+0.10921080295856189) | > avg_loss_kl: 2.88146455012835 (-0.04347166189780616) | > avg_loss_feat: 7.044547942968515 (+0.1895044400141792) | > avg_loss_mel: 17.921129630162163 (+0.1863200481121332) | > avg_loss_duration: 2.328594446182251 (-0.03231817942399262) | > avg_loss_1: 32.54150185218224 (+0.40924549102783203)  > EPOCH: 602/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:44:17)   --> TIME: 2024-06-11 17:44:24 -- STEP: 14/330 -- GLOBAL_STEP: 286675 | > loss_disc: 2.19545316696167 (2.3429282563073293) | > loss_disc_real_0: 0.09903024882078171 (0.10719538905790874) | > loss_disc_real_1: 0.17318031191825867 (0.19159604821886336) | > loss_disc_real_2: 0.20720092952251434 (0.21028857039553778) | > loss_disc_real_3: 0.21465715765953064 (0.22811947337218694) | > loss_disc_real_4: 0.2334621399641037 (0.22350119586501802) | > loss_disc_real_5: 0.19073307514190674 (0.21922614531857626) | > loss_0: 2.19545316696167 (2.3429282563073293) | > grad_norm_0: tensor(11.1556, device='cuda:0') (tensor(10.5245, device='cuda:0')) | > loss_gen: 2.5956716537475586 (2.4868358203342984) | > loss_kl: 1.8673863410949707 (1.9339744278362818) | > loss_feat: 7.656723499298096 (6.9583257266453336) | > loss_mel: 17.725353240966797 (17.81577777862549) | > loss_duration: 2.018986940383911 (2.094111459595817) | > loss_1: 31.86412239074707 (31.289025034223283) | > grad_norm_1: tensor(138.7593, device='cuda:0') (tensor(143.4079, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.3559 (0.3817262990134103) | > loader_time: 0.0031 (0.00314746584211077)  --> TIME: 2024-06-11 17:44:33 -- STEP: 39/330 -- GLOBAL_STEP: 286700 | > loss_disc: 2.384474277496338 (2.3309000516549134) | > loss_disc_real_0: 0.08112331479787827 (0.10569253640297131) | > loss_disc_real_1: 0.1645151823759079 (0.19142235624484527) | > loss_disc_real_2: 0.22732630372047424 (0.2091996444341464) | > loss_disc_real_3: 0.19593891501426697 (0.22750485172638527) | > loss_disc_real_4: 0.24469639360904694 (0.22870465348928404) | > loss_disc_real_5: 0.2112099975347519 (0.21930843438857642) | > loss_0: 2.384474277496338 (2.3309000516549134) | > grad_norm_0: tensor(14.5276, device='cuda:0') (tensor(9.6150, device='cuda:0')) | > loss_gen: 2.447829246520996 (2.502753575642904) | > loss_kl: 2.0077335834503174 (1.936507420662122) | > loss_feat: 7.549684047698975 (7.088318347930908) | > loss_mel: 17.62430191040039 (17.749345437074318) | > loss_duration: 2.014437198638916 (2.0286174706923656) | > loss_1: 31.64398765563965 (31.305542041093876) | > grad_norm_1: tensor(108.6083, device='cuda:0') (tensor(120.6219, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.36 (0.3684817338601137) | > loader_time: 0.0034 (0.0033575082436586036)  --> TIME: 2024-06-11 17:44:42 -- STEP: 64/330 -- GLOBAL_STEP: 286725 | > loss_disc: 2.3820157051086426 (2.3376802541315556) | > loss_disc_real_0: 0.10750528424978256 (0.10778035642579198) | > loss_disc_real_1: 0.16434112191200256 (0.19490738026797771) | > loss_disc_real_2: 0.2255679816007614 (0.2090336901601404) | > loss_disc_real_3: 0.25090110301971436 (0.22780775069259107) | > loss_disc_real_4: 0.24168850481510162 (0.2295327796600759) | > loss_disc_real_5: 0.2233523726463318 (0.2203455262351781) | > loss_0: 2.3820157051086426 (2.3376802541315556) | > grad_norm_0: tensor(19.3631, device='cuda:0') (tensor(13.4722, device='cuda:0')) | > loss_gen: 2.5302491188049316 (2.493379745632411) | > loss_kl: 1.7023285627365112 (1.9278389178216457) | > loss_feat: 7.057218074798584 (6.99970268458128) | > loss_mel: 17.68720817565918 (17.64111453294754) | > loss_duration: 1.9991753101348877 (2.011046068742871) | > loss_1: 30.976179122924805 (31.073081731796265) | > grad_norm_1: tensor(356.7535, device='cuda:0') (tensor(161.2528, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.3729 (0.36725083738565445) | > loader_time: 0.0037 (0.003389783203601837)  --> TIME: 2024-06-11 17:44:52 -- STEP: 89/330 -- GLOBAL_STEP: 286750 | > loss_disc: 2.386364221572876 (2.3374879226255945) | > loss_disc_real_0: 0.14023122191429138 (0.10944575448049589) | > loss_disc_real_1: 0.20152930915355682 (0.1948639710297745) | > loss_disc_real_2: 0.21968545019626617 (0.2097174699386854) | > loss_disc_real_3: 0.2426624894142151 (0.22870937860413884) | > loss_disc_real_4: 0.2585277855396271 (0.23048320546578827) | > loss_disc_real_5: 0.2091803401708603 (0.22024616013082227) | > loss_0: 2.386364221572876 (2.3374879226255945) | > grad_norm_0: tensor(27.1059, device='cuda:0') (tensor(15.1136, device='cuda:0')) | > loss_gen: 2.5126430988311768 (2.498973064208299) | > loss_kl: 1.956282615661621 (1.93918910723054) | > loss_feat: 6.583112716674805 (7.007028333256754) | > loss_mel: 17.36502456665039 (17.622674341951864) | > loss_duration: 2.039130687713623 (2.004541442635354) | > loss_1: 30.456193923950195 (31.072406104441438) | > grad_norm_1: tensor(190.2334, device='cuda:0') (tensor(182.9834, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.382 (0.36791832259531754) | > loader_time: 0.004 (0.0034613850411404383)  --> TIME: 2024-06-11 17:45:01 -- STEP: 114/330 -- GLOBAL_STEP: 286775 | > loss_disc: 2.3341853618621826 (2.3390169457385412) | > loss_disc_real_0: 0.13005413115024567 (0.11093199377258618) | > loss_disc_real_1: 0.2434186041355133 (0.19518455026442544) | > loss_disc_real_2: 0.2124260812997818 (0.21029356344227204) | > loss_disc_real_3: 0.21918605268001556 (0.22858031995986638) | > loss_disc_real_4: 0.19636325538158417 (0.2287073416406648) | > loss_disc_real_5: 0.22428804636001587 (0.21989348935976363) | > loss_0: 2.3341853618621826 (2.3390169457385412) | > grad_norm_0: tensor(15.4401, device='cuda:0') (tensor(17.9698, device='cuda:0')) | > loss_gen: 2.7839016914367676 (2.506115252511544) | > loss_kl: 2.31438946723938 (1.951749418911181) | > loss_feat: 7.007078170776367 (7.039309288326063) | > loss_mel: 18.35103416442871 (17.641792849490514) | > loss_duration: 2.033235549926758 (2.005562718500171) | > loss_1: 32.48963928222656 (31.14452942630701) | > grad_norm_1: tensor(446.8311, device='cuda:0') (tensor(212.7191, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.3837 (0.36916418661151) | > loader_time: 0.0037 (0.003537422732303017)  --> TIME: 2024-06-11 17:45:11 -- STEP: 139/330 -- GLOBAL_STEP: 286800 | > loss_disc: 2.294945478439331 (2.343004118624351) | > loss_disc_real_0: 0.06100327521562576 (0.11330925957333271) | > loss_disc_real_1: 0.18394878506660461 (0.19514592227747113) | > loss_disc_real_2: 0.1861601173877716 (0.21035462071140895) | > loss_disc_real_3: 0.22277800738811493 (0.22865679710031414) | > loss_disc_real_4: 0.22978287935256958 (0.22839368182978184) | > loss_disc_real_5: 0.20900732278823853 (0.22021254629111117) | > loss_0: 2.294945478439331 (2.343004118624351) | > grad_norm_0: tensor(42.3911, device='cuda:0') (tensor(21.8131, device='cuda:0')) | > loss_gen: 2.5656847953796387 (2.5143673728695886) | > loss_kl: 2.0302956104278564 (1.9532344838698132) | > loss_feat: 7.273117542266846 (7.057557311847056) | > loss_mel: 18.07383918762207 (17.654777938513444) | > loss_duration: 2.078549385070801 (2.0108277257397877) | > loss_1: 32.021488189697266 (31.190764831982072) | > grad_norm_1: tensor(358.6057, device='cuda:0') (tensor(233.5437, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.3861 (0.36963607939027193) | > loader_time: 0.0043 (0.0036147807141859753)  --> TIME: 2024-06-11 17:45:21 -- STEP: 164/330 -- GLOBAL_STEP: 286825 | > loss_disc: 2.457256555557251 (2.3466508882801707) | > loss_disc_real_0: 0.1402183473110199 (0.11470364933697191) | > loss_disc_real_1: 0.22042520344257355 (0.19606993828968303) | > loss_disc_real_2: 0.2053760141134262 (0.21058887652144204) | > loss_disc_real_3: 0.23509807884693146 (0.2288477618883296) | > loss_disc_real_4: 0.23246535658836365 (0.22874314519690303) | > loss_disc_real_5: 0.24433402717113495 (0.2203961449061952) | > loss_0: 2.457256555557251 (2.3466508882801707) | > grad_norm_0: tensor(47.2297, device='cuda:0') (tensor(23.3278, device='cuda:0')) | > loss_gen: 2.4235901832580566 (2.5206467014987317) | > loss_kl: 2.042766571044922 (1.9565889486452428) | > loss_feat: 6.207385540008545 (7.062125424059426) | > loss_mel: 16.64992904663086 (17.650395451522446) | > loss_duration: 2.0859131813049316 (2.0143367742619867) | > loss_1: 29.409584045410156 (31.20409332833639) | > grad_norm_1: tensor(323.2164, device='cuda:0') (tensor(251.6762, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.4055 (0.37412844634637593) | > loader_time: 0.004 (0.0037398876213445894)  --> TIME: 2024-06-11 17:45:31 -- STEP: 189/330 -- GLOBAL_STEP: 286850 | > loss_disc: 2.3721210956573486 (2.351358657160764) | > loss_disc_real_0: 0.0834997147321701 (0.115233498669806) | > loss_disc_real_1: 0.16948944330215454 (0.19652375768101404) | > loss_disc_real_2: 0.17664824426174164 (0.21146298479781583) | > loss_disc_real_3: 0.2202238291501999 (0.22946129936389822) | > loss_disc_real_4: 0.2434503585100174 (0.2293415992032914) | > loss_disc_real_5: 0.22086475789546967 (0.22096656491516758) | > loss_0: 2.3721210956573486 (2.351358657160764) | > grad_norm_0: tensor(39.8994, device='cuda:0') (tensor(25.3922, device='cuda:0')) | > loss_gen: 2.4657537937164307 (2.5181817655210157) | > loss_kl: 1.8971785306930542 (1.9628425729337824) | > loss_feat: 6.801729679107666 (7.071737014427387) | > loss_mel: 17.358552932739258 (17.622136464194632) | > loss_duration: 2.1113882064819336 (2.021661843572344) | > loss_1: 30.634601593017578 (31.19655967389465) | > grad_norm_1: tensor(474.0244, device='cuda:0') (tensor(270.7082, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.4128 (0.37858601852699564) | > loader_time: 0.0055 (0.003884595537942553)  --> TIME: 2024-06-11 17:45:42 -- STEP: 214/330 -- GLOBAL_STEP: 286875 | > loss_disc: 2.3658061027526855 (2.3546379314404775) | > loss_disc_real_0: 0.10009567439556122 (0.11588869484089247) | > loss_disc_real_1: 0.23335936665534973 (0.19733459119484803) | > loss_disc_real_2: 0.2268538475036621 (0.21173785564219844) | > loss_disc_real_3: 0.21806561946868896 (0.22946579468863032) | > loss_disc_real_4: 0.22843049466609955 (0.22934320868454247) | > loss_disc_real_5: 0.2163028120994568 (0.22101786844084195) | > loss_0: 2.3658061027526855 (2.3546379314404775) | > grad_norm_0: tensor(12.3674, device='cuda:0') (tensor(27.0718, device='cuda:0')) | > loss_gen: 2.507059097290039 (2.5154271571435673) | > loss_kl: 1.9241759777069092 (1.9666314904934892) | > loss_feat: 5.8228983879089355 (7.062015451003458) | > loss_mel: 16.29010772705078 (17.58538645895842) | > loss_duration: 2.1314001083374023 (2.029144053704272) | > loss_1: 28.675640106201172 (31.158604621887207) | > grad_norm_1: tensor(369.6672, device='cuda:0') (tensor(285.9799, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.4161 (0.3834122954127945) | > loader_time: 0.0048 (0.004034092493146379)  --> TIME: 2024-06-11 17:45:54 -- STEP: 239/330 -- GLOBAL_STEP: 286900 | > loss_disc: 2.4322447776794434 (2.356985329584097) | > loss_disc_real_0: 0.18154481053352356 (0.11763526658258679) | > loss_disc_real_1: 0.189022034406662 (0.1973634801150366) | > loss_disc_real_2: 0.1934947669506073 (0.2118092204237583) | > loss_disc_real_3: 0.23026138544082642 (0.2292681375058625) | > loss_disc_real_4: 0.22486592829227448 (0.2289917083090818) | > loss_disc_real_5: 0.24737349152565002 (0.22091441062205008) | > loss_0: 2.4322447776794434 (2.356985329584097) | > grad_norm_0: tensor(69.5998, device='cuda:0') (tensor(28.6352, device='cuda:0')) | > loss_gen: 2.4841694831848145 (2.5112804588413646) | > loss_kl: 1.916721224784851 (1.9698691343163846) | > loss_feat: 6.319535732269287 (7.048953882321154) | > loss_mel: 16.25358772277832 (17.541257694675334) | > loss_duration: 2.0685176849365234 (2.0374087604019944) | > loss_1: 29.042531967163086 (31.108769931553798) | > grad_norm_1: tensor(465.4157, device='cuda:0') (tensor(295.7400, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.4174 (0.38641291183407833) | > loader_time: 0.3135 (0.01132221700756121)  --> TIME: 2024-06-11 17:46:07 -- STEP: 264/330 -- GLOBAL_STEP: 286925 | > loss_disc: 2.4110488891601562 (2.358728326631314) | > loss_disc_real_0: 0.0919545590877533 (0.11799266048227297) | > loss_disc_real_1: 0.18927918374538422 (0.1975315184981534) | > loss_disc_real_2: 0.184914693236351 (0.21197484789246865) | > loss_disc_real_3: 0.20409183204174042 (0.2294247183158542) | > loss_disc_real_4: 0.2189057320356369 (0.2293578696747621) | > loss_disc_real_5: 0.20484326779842377 (0.2209301875960646) | > loss_0: 2.4110488891601562 (2.358728326631314) | > grad_norm_0: tensor(26.6694, device='cuda:0') (tensor(28.3644, device='cuda:0')) | > loss_gen: 2.304910182952881 (2.507769039182953) | > loss_kl: 2.0177385807037354 (1.975922796762351) | > loss_feat: 6.36630916595459 (7.06872682499163) | > loss_mel: 16.46344566345215 (17.510202779914394) | > loss_duration: 2.148611068725586 (2.0451323629328715) | > loss_1: 29.301013946533203 (31.107753782561332) | > grad_norm_1: tensor(322.3493, device='cuda:0') (tensor(298.1885, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.443 (0.38958699143294134) | > loader_time: 0.0057 (0.017025926799485176)  --> TIME: 2024-06-11 17:46:18 -- STEP: 289/330 -- GLOBAL_STEP: 286950 | > loss_disc: 2.4168174266815186 (2.3630403672122617) | > loss_disc_real_0: 0.17987394332885742 (0.11939301666607081) | > loss_disc_real_1: 0.19861982762813568 (0.1980971785771393) | > loss_disc_real_2: 0.1843056082725525 (0.21277498724551355) | > loss_disc_real_3: 0.21912366151809692 (0.22962880882218634) | > loss_disc_real_4: 0.21825362741947174 (0.22899909173122326) | > loss_disc_real_5: 0.23953603208065033 (0.2209289759191262) | > loss_0: 2.4168174266815186 (2.3630403672122617) | > grad_norm_0: tensor(60.6870, device='cuda:0') (tensor(28.7752, device='cuda:0')) | > loss_gen: 2.393266439437866 (2.5012545032897227) | > loss_kl: 2.1567413806915283 (1.983776937306546) | > loss_feat: 6.9830851554870605 (7.061768457551314) | > loss_mel: 16.417369842529297 (17.464112367597) | > loss_duration: 2.205064296722412 (2.054763576563669) | > loss_1: 30.155529022216797 (31.065675821271324) | > grad_norm_1: tensor(461.6053, device='cuda:0') (tensor(299.7798, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.4593 (0.39441630584558407) | > loader_time: 0.0071 (0.016092626281263095)  --> TIME: 2024-06-11 17:46:31 -- STEP: 314/330 -- GLOBAL_STEP: 286975 | > loss_disc: 2.3943018913269043 (2.367032504385444) | > loss_disc_real_0: 0.12952518463134766 (0.12049876367020759) | > loss_disc_real_1: 0.20322950184345245 (0.19846224016065053) | > loss_disc_real_2: 0.16996145248413086 (0.2125454560681513) | > loss_disc_real_3: 0.20920689404010773 (0.2300399517177776) | > loss_disc_real_4: 0.19452430307865143 (0.22938710498582027) | > loss_disc_real_5: 0.20781394839286804 (0.22154138246729116) | > loss_0: 2.3943018913269043 (2.367032504385444) | > grad_norm_0: tensor(13.9013, device='cuda:0') (tensor(29.7550, device='cuda:0')) | > loss_gen: 2.310222625732422 (2.4950310477785256) | > loss_kl: 1.9597232341766357 (1.988545898419277) | > loss_feat: 7.092738628387451 (7.066524991563928) | > loss_mel: 16.643146514892578 (17.424370106618106) | > loss_duration: 2.2647948265075684 (2.067802385539769) | > loss_1: 30.270626068115234 (31.04227440827971) | > grad_norm_1: tensor(409.1982, device='cuda:0') (tensor(308.4247, device='cuda:0')) | > current_lr_0: 0.00018550144337806576 | > current_lr_1: 0.00018550144337806576 | > step_time: 0.5264 (0.40272291071096045) | > loader_time: 0.0083 (0.01539292381067944)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3245930671691895 (2.3245930671691895) | > loss_disc_real_0: 0.10823039710521698 (0.10823039710521698) | > loss_disc_real_1: 0.16031070053577423 (0.16031070053577423) | > loss_disc_real_2: 0.17674140632152557 (0.17674140632152557) | > loss_disc_real_3: 0.23336811363697052 (0.23336811363697052) | > loss_disc_real_4: 0.26635462045669556 (0.26635462045669556) | > loss_disc_real_5: 0.24619357287883759 (0.24619357287883759) | > loss_0: 2.3245930671691895 (2.3245930671691895) | > loss_gen: 2.281639814376831 (2.281639814376831) | > loss_kl: 2.2355222702026367 (2.2355222702026367) | > loss_feat: 6.741403579711914 (6.741403579711914) | > loss_mel: 18.07416534423828 (18.07416534423828) | > loss_duration: 2.956078052520752 (2.956078052520752) | > loss_1: 32.2888069152832 (32.2888069152832)  --> STEP: 1 | > loss_disc: 2.24367356300354 (2.24367356300354) | > loss_disc_real_0: 0.14123010635375977 (0.14123010635375977) | > loss_disc_real_1: 0.1875544935464859 (0.1875544935464859) | > loss_disc_real_2: 0.1460561752319336 (0.1460561752319336) | > loss_disc_real_3: 0.24981984496116638 (0.24981984496116638) | > loss_disc_real_4: 0.22208067774772644 (0.22208067774772644) | > loss_disc_real_5: 0.2668677270412445 (0.2668677270412445) | > loss_0: 2.24367356300354 (2.24367356300354) | > loss_gen: 2.5455217361450195 (2.5455217361450195) | > loss_kl: 2.856440305709839 (2.856440305709839) | > loss_feat: 7.2451605796813965 (7.2451605796813965) | > loss_mel: 17.201881408691406 (17.201881408691406) | > loss_duration: 2.3836748600006104 (2.3836748600006104) | > loss_1: 32.2326774597168 (32.2326774597168)  --> STEP: 2 | > loss_disc: 2.4420998096466064 (2.3428866863250732) | > loss_disc_real_0: 0.09972471743822098 (0.12047741189599037) | > loss_disc_real_1: 0.14786577224731445 (0.16771013289690018) | > loss_disc_real_2: 0.2880600392818451 (0.21705810725688934) | > loss_disc_real_3: 0.28145501017570496 (0.26563742756843567) | > loss_disc_real_4: 0.2428947389125824 (0.23248770833015442) | > loss_disc_real_5: 0.24301892518997192 (0.2549433261156082) | > loss_0: 2.4420998096466064 (2.3428866863250732) | > loss_gen: 2.359653949737549 (2.452587842941284) | > loss_kl: 2.922494649887085 (2.889467477798462) | > loss_feat: 5.884707450866699 (6.564934015274048) | > loss_mel: 17.53362274169922 (17.367752075195312) | > loss_duration: 2.498546838760376 (2.441110849380493) | > loss_1: 31.199024200439453 (31.715850830078125)  --> STEP: 3 | > loss_disc: 2.4932103157043457 (2.3929945627848306) | > loss_disc_real_0: 0.11226572096347809 (0.11774018158515294) | > loss_disc_real_1: 0.14116935431957245 (0.1588632067044576) | > loss_disc_real_2: 0.1323060244321823 (0.188807412981987) | > loss_disc_real_3: 0.2920397222042084 (0.27443819244702655) | > loss_disc_real_4: 0.24097128212451935 (0.2353155662616094) | > loss_disc_real_5: 0.23586922883987427 (0.24858529369036356) | > loss_0: 2.4932103157043457 (2.3929945627848306) | > loss_gen: 2.1073508262634277 (2.3375088373819985) | > loss_kl: 3.3963356018066406 (3.0584235191345215) | > loss_feat: 5.260461807250977 (6.130109945933024) | > loss_mel: 16.895328521728516 (17.210277557373047) | > loss_duration: 2.3589906692504883 (2.4137374560038247) | > loss_1: 30.01846694946289 (31.15005620320638)  --> STEP: 4 | > loss_disc: 2.354517698287964 (2.383375346660614) | > loss_disc_real_0: 0.16104844212532043 (0.12856724672019482) | > loss_disc_real_1: 0.12874537706375122 (0.151333749294281) | > loss_disc_real_2: 0.1668531447649002 (0.1833188459277153) | > loss_disc_real_3: 0.24424897134304047 (0.26689088717103004) | > loss_disc_real_4: 0.24566985666751862 (0.2379041388630867) | > loss_disc_real_5: 0.23473677039146423 (0.24512316286563873) | > loss_0: 2.354517698287964 (2.383375346660614) | > loss_gen: 2.3127613067626953 (2.331321954727173) | > loss_kl: 3.281986951828003 (3.114314377307892) | > loss_feat: 6.522619247436523 (6.228237271308899) | > loss_mel: 17.50218963623047 (17.283255577087402) | > loss_duration: 2.2494277954101562 (2.3726600408554077) | > loss_1: 31.868986129760742 (31.32978868484497)  --> STEP: 5 | > loss_disc: 2.2650060653686523 (2.3597014904022218) | > loss_disc_real_0: 0.1364106982946396 (0.13013593703508378) | > loss_disc_real_1: 0.20749551057815552 (0.1625661015510559) | > loss_disc_real_2: 0.19185395538806915 (0.18502586781978608) | > loss_disc_real_3: 0.2385232150554657 (0.2612173527479172) | > loss_disc_real_4: 0.18006563186645508 (0.22633643746376036) | > loss_disc_real_5: 0.1552508920431137 (0.22714870870113374) | > loss_0: 2.2650060653686523 (2.3597014904022218) | > loss_gen: 2.520414113998413 (2.369140386581421) | > loss_kl: 2.837787389755249 (3.059008979797363) | > loss_feat: 6.754566192626953 (6.33350305557251) | > loss_mel: 19.564661026000977 (17.739536666870116) | > loss_duration: 2.3592300415039062 (2.3699740409851073) | > loss_1: 34.036659240722656 (31.871162796020506)  --> STEP: 6 | > loss_disc: 2.2795217037200928 (2.3463381926218667) | > loss_disc_real_0: 0.10579109191894531 (0.12607846284906069) | > loss_disc_real_1: 0.15613047778606415 (0.16149349759022394) | > loss_disc_real_2: 0.16924487054347992 (0.1823957016070684) | > loss_disc_real_3: 0.23508158326148987 (0.256861391166846) | > loss_disc_real_4: 0.2877863943576813 (0.23657809694608053) | > loss_disc_real_5: 0.17351284623146057 (0.21820939828952154) | > loss_0: 2.2795217037200928 (2.3463381926218667) | > loss_gen: 2.345938205718994 (2.365273356437683) | > loss_kl: 3.0826151371002197 (3.0629433393478394) | > loss_feat: 6.472311496734619 (6.356637795766194) | > loss_mel: 18.67804527282715 (17.895954767862957) | > loss_duration: 2.165836811065674 (2.3359511693318686) | > loss_1: 32.744747161865234 (32.016760190327965)  --> STEP: 7 | > loss_disc: 2.2647578716278076 (2.334683861051287) | > loss_disc_real_0: 0.055527739226818085 (0.11599978804588318) | > loss_disc_real_1: 0.14811965823173523 (0.15958294911043985) | > loss_disc_real_2: 0.2323800027370453 (0.18953631605420793) | > loss_disc_real_3: 0.21605058014392853 (0.25103127530642916) | > loss_disc_real_4: 0.2347010225057602 (0.23630994345460618) | > loss_disc_real_5: 0.26252859830856323 (0.22454071257795608) | > loss_0: 2.2647578716278076 (2.334683861051287) | > loss_gen: 2.481748342514038 (2.3819126401628767) | > loss_kl: 3.794161796569824 (3.16740311895098) | > loss_feat: 8.025527954101562 (6.59505067552839) | > loss_mel: 18.730308532714844 (18.015148162841797) | > loss_duration: 2.5306122303009033 (2.3637598923274448) | > loss_1: 35.56235885620117 (32.52327428545271)  --> STEP: 8 | > loss_disc: 2.173007011413574 (2.314474254846573) | > loss_disc_real_0: 0.19651517271995544 (0.1260642111301422) | > loss_disc_real_1: 0.15827292203903198 (0.15941919572651386) | > loss_disc_real_2: 0.16921314597129822 (0.18699591979384422) | > loss_disc_real_3: 0.17192122340202332 (0.24114251881837842) | > loss_disc_real_4: 0.13651098310947418 (0.2238350734114647) | > loss_disc_real_5: 0.12874680757522583 (0.21256647445261478) | > loss_0: 2.173007011413574 (2.314474254846573) | > loss_gen: 2.4885666370391846 (2.395244389772415) | > loss_kl: 3.4497077465057373 (3.2026911973953247) | > loss_feat: 11.333094596862793 (7.18730616569519) | > loss_mel: 19.532123565673828 (18.2047700881958) | > loss_duration: 2.2687296867370605 (2.351881116628647) | > loss_1: 39.07222366333008 (33.34189295768738)  --> STEP: 9 | > loss_disc: 2.193629741668701 (2.3010470867156982) | > loss_disc_real_0: 0.2338062971830368 (0.13803555402490827) | > loss_disc_real_1: 0.12927187979221344 (0.15606949395603603) | > loss_disc_real_2: 0.24064385890960693 (0.19295680191781786) | > loss_disc_real_3: 0.23931938409805298 (0.24093994829389784) | > loss_disc_real_4: 0.16226080060005188 (0.21699348754352993) | > loss_disc_real_5: 0.196198508143425 (0.21074781152937147) | > loss_0: 2.193629741668701 (2.3010470867156982) | > loss_gen: 2.5956947803497314 (2.417516655392117) | > loss_kl: 2.7456207275390625 (3.1519055896335177) | > loss_feat: 8.734623908996582 (7.359230359395345) | > loss_mel: 17.429752349853516 (18.11865700615777) | > loss_duration: 2.1676855087280273 (2.3314149379730225) | > loss_1: 33.673377990722656 (33.37872462802463)  --> STEP: 10 | > loss_disc: 2.499725341796875 (2.3209149122238157) | > loss_disc_real_0: 0.15436673164367676 (0.13966867178678513) | > loss_disc_real_1: 0.16979378461837769 (0.1574419230222702) | > loss_disc_real_2: 0.2702101767063141 (0.20068213939666749) | > loss_disc_real_3: 0.3229765295982361 (0.24914360642433167) | > loss_disc_real_4: 0.27115586400032043 (0.22240972518920898) | > loss_disc_real_5: 0.2543109953403473 (0.21510412991046907) | > loss_0: 2.499725341796875 (2.3209149122238157) | > loss_gen: 2.5366342067718506 (2.4294284105300905) | > loss_kl: 3.2683162689208984 (3.163546657562256) | > loss_feat: 6.8649702072143555 (7.3098043441772464) | > loss_mel: 17.85495948791504 (18.092287254333495) | > loss_duration: 2.357694149017334 (2.334042859077454) | > loss_1: 32.88257598876953 (33.32910976409912)  --> STEP: 11 | > loss_disc: 2.3463892936706543 (2.3232307650826196) | > loss_disc_real_0: 0.14616753160953522 (0.14025947722521695) | > loss_disc_real_1: 0.1162792444229126 (0.15369986133141952) | > loss_disc_real_2: 0.21714572608470917 (0.20217882909558035) | > loss_disc_real_3: 0.25327804684638977 (0.24951946464451877) | > loss_disc_real_4: 0.2481345534324646 (0.22474834593859586) | > loss_disc_real_5: 0.24386292695999146 (0.2177185660058802) | > loss_0: 2.3463892936706543 (2.3232307650826196) | > loss_gen: 2.536419153213501 (2.4391548416831275) | > loss_kl: 3.8056178092956543 (3.221916762265292) | > loss_feat: 7.142546653747559 (7.2945990995927295) | > loss_mel: 16.85206413269043 (17.97953969782049) | > loss_duration: 2.53243088722229 (2.3520781343633477) | > loss_1: 32.86907958984375 (33.28728883916681)  --> STEP: 12 | > loss_disc: 2.2905797958374023 (2.3205098509788518) | > loss_disc_real_0: 0.22472251951694489 (0.14729806408286095) | > loss_disc_real_1: 0.16328436136245728 (0.15449856966733935) | > loss_disc_real_2: 0.18776078522205353 (0.20097732543945312) | > loss_disc_real_3: 0.17507795989513397 (0.24331600591540337) | > loss_disc_real_4: 0.16058239340782166 (0.219401183227698) | > loss_disc_real_5: 0.1539127677679062 (0.21240141615271568) | > loss_0: 2.2905797958374023 (2.3205098509788518) | > loss_gen: 2.2528014183044434 (2.423625389734904) | > loss_kl: 3.11661696434021 (3.2131417791048684) | > loss_feat: 6.502120018005371 (7.228559176127116) | > loss_mel: 17.251789093017578 (17.91889381408691) | > loss_duration: 2.292022705078125 (2.347073515256246) | > loss_1: 31.41534996032715 (33.13129393259684)  --> STEP: 13 | > loss_disc: 2.4952051639556885 (2.3339479519770703) | > loss_disc_real_0: 0.14755138754844666 (0.14731755050329062) | > loss_disc_real_1: 0.14424622058868408 (0.15370992743051973) | > loss_disc_real_2: 0.16933400928974152 (0.1985432241971676) | > loss_disc_real_3: 0.21186836063861847 (0.2408969562787276) | > loss_disc_real_4: 0.18089143931865692 (0.21643889523469484) | > loss_disc_real_5: 0.17808374762535095 (0.20976159549676454) | > loss_0: 2.4952051639556885 (2.3339479519770703) | > loss_gen: 1.9940413236618042 (2.3905804615754347) | > loss_kl: 2.965733766555786 (3.19411039352417) | > loss_feat: 6.468214511871338 (7.170071125030518) | > loss_mel: 17.523786544799805 (17.88850094721867) | > loss_duration: 2.234189510345459 (2.3383901302631083) | > loss_1: 31.18596649169922 (32.9816533602201)  --> STEP: 14 | > loss_disc: 2.3830974102020264 (2.3374586275645677) | > loss_disc_real_0: 0.18818354606628418 (0.1502365501863616) | > loss_disc_real_1: 0.13439464569091797 (0.1523302644491196) | > loss_disc_real_2: 0.16206826269626617 (0.19593786980424607) | > loss_disc_real_3: 0.2162725329399109 (0.23913806889738357) | > loss_disc_real_4: 0.24951456487178802 (0.21880144306591578) | > loss_disc_real_5: 0.2508661448955536 (0.2126976347395352) | > loss_0: 2.3830974102020264 (2.3374586275645677) | > loss_gen: 2.2517449855804443 (2.380663641861507) | > loss_kl: 3.7423784732818604 (3.2332723992211476) | > loss_feat: 6.132653713226318 (7.095969881330218) | > loss_mel: 19.907001495361328 (18.03267955780029) | > loss_duration: 2.3870906829833984 (2.3418687411717007) | > loss_1: 34.420867919921875 (33.0844544001988)  --> STEP: 15 | > loss_disc: 2.0890326499938965 (2.3208968957265226) | > loss_disc_real_0: 0.08998013287782669 (0.14621945569912592) | > loss_disc_real_1: 0.15404169261455536 (0.15244435966014866) | > loss_disc_real_2: 0.2033550888299942 (0.1964323510726293) | > loss_disc_real_3: 0.20920617878437042 (0.237142609556516) | > loss_disc_real_4: 0.19613584876060486 (0.21729040344556172) | > loss_disc_real_5: 0.1559693068265915 (0.20891574621200562) | > loss_0: 2.0890326499938965 (2.3208968957265226) | > loss_gen: 2.6272525787353516 (2.3971029043197634) | > loss_kl: 3.5700488090515137 (3.2557241598765057) | > loss_feat: 7.286839485168457 (7.1086945215861) | > loss_mel: 17.470943450927734 (17.995230484008786) | > loss_duration: 2.367786407470703 (2.343596585591634) | > loss_1: 33.32286834716797 (33.10034866333008)  --> STEP: 16 | > loss_disc: 2.4455103874206543 (2.328685238957406) | > loss_disc_real_0: 0.19032514095306396 (0.14897606102749705) | > loss_disc_real_1: 0.19421377778053284 (0.15505494829267266) | > loss_disc_real_2: 0.16429665684700012 (0.19442387018352747) | > loss_disc_real_3: 0.23935791850090027 (0.23728106636554003) | > loss_disc_real_4: 0.2143539935350418 (0.21710687782615423) | > loss_disc_real_5: 0.2614859342575073 (0.21220138296484947) | > loss_0: 2.4455103874206543 (2.328685238957406) | > loss_gen: 2.3748717308044434 (2.3957134559750557) | > loss_kl: 2.6576755046844482 (3.218346118927002) | > loss_feat: 6.806920051574707 (7.089833617210388) | > loss_mel: 15.340407371520996 (17.8293040394783) | > loss_duration: 2.38167142868042 (2.3459762632846832) | > loss_1: 29.561548233032227 (32.87917363643646)  --> STEP: 17 | > loss_disc: 2.5671238899230957 (2.3427110419553876) | > loss_disc_real_0: 0.21255242824554443 (0.15271584733444102) | > loss_disc_real_1: 0.20184476673603058 (0.15780729055404666) | > loss_disc_real_2: 0.2838013470172882 (0.1996813688208075) | > loss_disc_real_3: 0.30512088537216187 (0.24127164395416484) | > loss_disc_real_4: 0.2757158577442169 (0.22055446488015792) | > loss_disc_real_5: 0.33865007758140564 (0.21963954147170572) | > loss_0: 2.5671238899230957 (2.3427110419553876) | > loss_gen: 2.6252896785736084 (2.4092179396573234) | > loss_kl: 2.416081190109253 (3.171154064290664) | > loss_feat: 4.86273717880249 (6.958827944362865) | > loss_mel: 16.685606002807617 (17.762027684380023) | > loss_duration: 2.4263391494750977 (2.3507034918841194) | > loss_1: 29.01605224609375 (32.65193120171042)  --> STEP: 18 | > loss_disc: 2.2150344848632812 (2.3356178998947152) | > loss_disc_real_0: 0.14930948615074158 (0.1525266050464577) | > loss_disc_real_1: 0.0693373903632164 (0.15289229609900054) | > loss_disc_real_2: 0.11959657818078995 (0.195232213785251) | > loss_disc_real_3: 0.1917751133441925 (0.23852183669805527) | > loss_disc_real_4: 0.18412555754184723 (0.21853063669469622) | > loss_disc_real_5: 0.2601050138473511 (0.2218876232703527) | > loss_0: 2.2150344848632812 (2.3356178998947152) | > loss_gen: 2.330447196960449 (2.404841787285275) | > loss_kl: 2.580988883972168 (3.138367109828525) | > loss_feat: 11.340751647949219 (7.202268150117662) | > loss_mel: 19.47557258605957 (17.85722462336222) | > loss_duration: 2.2047152519226074 (2.34259303410848) | > loss_1: 37.93247604370117 (32.94529480404324)  --> STEP: 19 | > loss_disc: 2.609067440032959 (2.350009980954623) | > loss_disc_real_0: 0.24223145842552185 (0.15724791311904004) | > loss_disc_real_1: 0.13513366878032684 (0.15195763150328087) | > loss_disc_real_2: 0.23901979625225067 (0.1975368233887773) | > loss_disc_real_3: 0.2911780774593353 (0.24129321779075422) | > loss_disc_real_4: 0.278042733669281 (0.22166285232493751) | > loss_disc_real_5: 0.2677612006664276 (0.2243020220806724) | > loss_0: 2.609067440032959 (2.350009980954623) | > loss_gen: 2.2782700061798096 (2.3981801145955135) | > loss_kl: 2.077998638153076 (3.0825582428982385) | > loss_feat: 5.486647129058838 (7.11197230690404) | > loss_mel: 15.57550048828125 (17.73713387941059) | > loss_duration: 2.34981107711792 (2.3429729311089766) | > loss_1: 27.76822853088379 (32.67281763177169)  --> STEP: 20 | > loss_disc: 2.399502754211426 (2.3524846196174627) | > loss_disc_real_0: 0.1978481262922287 (0.15927792377769948) | > loss_disc_real_1: 0.14015325903892517 (0.15136741288006308) | > loss_disc_real_2: 0.22551459074020386 (0.1989357117563486) | > loss_disc_real_3: 0.2464720755815506 (0.24155216068029403) | > loss_disc_real_4: 0.26557403802871704 (0.22385841161012648) | > loss_disc_real_5: 0.2414538562297821 (0.2251596137881279) | > loss_0: 2.399502754211426 (2.3524846196174627) | > loss_gen: 2.421154737472534 (2.3993288457393644) | > loss_kl: 2.159374952316284 (3.036399078369141) | > loss_feat: 6.187099456787109 (7.065728664398193) | > loss_mel: 19.26647186279297 (17.81360077857971) | > loss_duration: 2.2859764099121094 (2.340123105049133) | > loss_1: 32.32007598876953 (32.65518054962158)  --> STEP: 21 | > loss_disc: 2.2216315269470215 (2.3462535199664893) | > loss_disc_real_0: 0.11597796529531479 (0.157216020992824) | > loss_disc_real_1: 0.1372300386428833 (0.15069420458305452) | > loss_disc_real_2: 0.2643839120864868 (0.20205229272445044) | > loss_disc_real_3: 0.25055867433547974 (0.24198104228292192) | > loss_disc_real_4: 0.2313699871301651 (0.2242161056825093) | > loss_disc_real_5: 0.23057611286640167 (0.22541754231566474) | > loss_0: 2.2216315269470215 (2.3462535199664893) | > loss_gen: 2.624613046646118 (2.4100566648301625) | > loss_kl: 3.104152202606201 (3.0396254176185247) | > loss_feat: 5.607653617858887 (6.996296519324893) | > loss_mel: 13.823097229003906 (17.62357680002848) | > loss_duration: 2.1711530685424805 (2.332076912834531) | > loss_1: 27.330669403076172 (32.40163239978609)  --> STEP: 22 | > loss_disc: 2.5094332695007324 (2.353670781308955) | > loss_disc_real_0: 0.2597978711128235 (0.1618788323619149) | > loss_disc_real_1: 0.19570818543434143 (0.15274029462174937) | > loss_disc_real_2: 0.12186084687709808 (0.19840722700411623) | > loss_disc_real_3: 0.1940600872039795 (0.2398028170520609) | > loss_disc_real_4: 0.2691183388233185 (0.2262571162798188) | > loss_disc_real_5: 0.21384181082248688 (0.22489137270233847) | > loss_0: 2.5094332695007324 (2.353670781308955) | > loss_gen: 2.2254700660705566 (2.401666364886544) | > loss_kl: 2.094923257827759 (2.9966844103553076) | > loss_feat: 7.20278787612915 (7.005682490088723) | > loss_mel: 18.647117614746094 (17.670101382515643) | > loss_duration: 2.1825199127197266 (2.325278867374767) | > loss_1: 32.35281753540039 (32.39941354231401)  --> STEP: 23 | > loss_disc: 2.373979091644287 (2.3545537513235346) | > loss_disc_real_0: 0.08037330210208893 (0.15833511365496594) | > loss_disc_real_1: 0.1502111852169037 (0.15263033334327783) | > loss_disc_real_2: 0.25726449489593506 (0.2009662386515866) | > loss_disc_real_3: 0.24721114337444305 (0.2401249181965123) | > loss_disc_real_4: 0.2392103374004364 (0.22682029980680216) | > loss_disc_real_5: 0.25106820464134216 (0.22602949583012125) | > loss_0: 2.373979091644287 (2.3545537513235346) | > loss_gen: 2.23686146736145 (2.394500934559366) | > loss_kl: 2.983823776245117 (2.996125252350517) | > loss_feat: 6.455996513366699 (6.981783099796461) | > loss_mel: 17.325044631958008 (17.655098915100094) | > loss_duration: 2.298457384109497 (2.3241127159284507) | > loss_1: 31.300186157226562 (32.35162104731021)  --> STEP: 24 | > loss_disc: 2.462625026702881 (2.3590567211310076) | > loss_disc_real_0: 0.2459917962551117 (0.16198747542997202) | > loss_disc_real_1: 0.14575396478176117 (0.15234381798654797) | > loss_disc_real_2: 0.18452955782413483 (0.2002813769504428) | > loss_disc_real_3: 0.22336971759796143 (0.23942678483823934) | > loss_disc_real_4: 0.26392778754234314 (0.22836644512911639) | > loss_disc_real_5: 0.26196953654289246 (0.22752699752648672) | > loss_0: 2.462625026702881 (2.3590567211310076) | > loss_gen: 2.263195276260376 (2.389029865463575) | > loss_kl: 2.2756102085113525 (2.9661037921905518) | > loss_feat: 4.532959938049316 (6.87974880139033) | > loss_mel: 15.213338851928711 (17.553358912467953) | > loss_duration: 2.3924684524536133 (2.326960871616999) | > loss_1: 26.677570343017578 (32.11520226796468)  --> STEP: 25 | > loss_disc: 2.698564052581787 (2.3726370143890385) | > loss_disc_real_0: 0.1777210533618927 (0.16261681854724885) | > loss_disc_real_1: 0.12419445812702179 (0.15121784359216695) | > loss_disc_real_2: 0.31090816855430603 (0.20470644861459733) | > loss_disc_real_3: 0.2453416883945465 (0.23966338098049164) | > loss_disc_real_4: 0.22236646711826324 (0.22812644600868226) | > loss_disc_real_5: 0.28368085622787476 (0.22977315187454223) | > loss_0: 2.698564052581787 (2.3726370143890385) | > loss_gen: 2.159727096557617 (2.3798577547073365) | > loss_kl: 2.5612399578094482 (2.9499092388153074) | > loss_feat: 6.430343151092529 (6.861772575378418) | > loss_mel: 16.77601432800293 (17.52226512908935) | > loss_duration: 2.360647439956665 (2.328308334350586) | > loss_1: 30.28797149658203 (32.042113037109374)  --> STEP: 26 | > loss_disc: 2.480710983276367 (2.3767937055000896) | > loss_disc_real_0: 0.13549266755580902 (0.161573581970655) | > loss_disc_real_1: 0.23932282626628876 (0.15460649677194085) | > loss_disc_real_2: 0.1912333369255066 (0.20418825201117075) | > loss_disc_real_3: 0.10629317909479141 (0.23453375783104163) | > loss_disc_real_4: 0.15054872632026672 (0.2251426875591278) | > loss_disc_real_5: 0.18334007263183594 (0.22798726421136123) | > loss_0: 2.480710983276367 (2.3767937055000896) | > loss_gen: 1.9874180555343628 (2.3647639201237607) | > loss_kl: 2.2068917751312256 (2.9213316440582275) | > loss_feat: 9.345963478088379 (6.957318379328801) | > loss_mel: 17.710914611816406 (17.529520878425007) | > loss_duration: 2.3139805793762207 (2.327757266851572) | > loss_1: 33.56517028808594 (32.100692162146935) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024179495297945463 (+5.053556882418132e-05) | > avg_loss_disc: 2.3767937055000896 (+0.011189488264231162) | > avg_loss_disc_real_0: 0.161573581970655 (+0.05015279395649065) | > avg_loss_disc_real_1: 0.15460649677194085 (-0.03257015805978039) | > avg_loss_disc_real_2: 0.20418825201117075 (-0.026423910776009946) | > avg_loss_disc_real_3: 0.23453375783104163 (-0.020053683851773918) | > avg_loss_disc_real_4: 0.2251426875591278 (-0.011667798918027134) | > avg_loss_disc_real_5: 0.22798726421136123 (+0.004529507114337056) | > avg_loss_0: 2.3767937055000896 (+0.011189488264231162) | > avg_loss_gen: 2.3647639201237607 (-0.00100122965299132) | > avg_loss_kl: 2.9213316440582275 (+0.03986709392987775) | > avg_loss_feat: 6.957318379328801 (-0.08722956363971424) | > avg_loss_mel: 17.529520878425007 (-0.3916087517371558) | > avg_loss_duration: 2.327757266851572 (-0.0008371793306789499) | > avg_loss_1: 32.100692162146935 (-0.4408096900353087)  > EPOCH: 603/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:47:00)   --> TIME: 2024-06-11 17:47:05 -- STEP: 9/330 -- GLOBAL_STEP: 287000 | > loss_disc: 2.347100019454956 (2.3439275953504772) | > loss_disc_real_0: 0.088749960064888 (0.10454262213574515) | > loss_disc_real_1: 0.1955988109111786 (0.19263907273610434) | > loss_disc_real_2: 0.20620355010032654 (0.2103234181801478) | > loss_disc_real_3: 0.22569309175014496 (0.23605618708663517) | > loss_disc_real_4: 0.2667820155620575 (0.23658570481671226) | > loss_disc_real_5: 0.21840216219425201 (0.23225032124254438) | > loss_0: 2.347100019454956 (2.3439275953504772) | > grad_norm_0: tensor(6.7620, device='cuda:0') (tensor(7.6397, device='cuda:0')) | > loss_gen: 2.485018730163574 (2.5075385570526123) | > loss_kl: 1.866821527481079 (1.9303480386734009) | > loss_feat: 6.747511863708496 (6.897005716959636) | > loss_mel: 18.346412658691406 (18.15956751505534) | > loss_duration: 2.0991578102111816 (2.1324515607621937) | > loss_1: 31.544923782348633 (31.626911799112957) | > grad_norm_1: tensor(74.0477, device='cuda:0') (tensor(78.8724, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.3431 (0.3624100420210097) | > loader_time: 0.0031 (0.003023068110148112) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_287000.pth  --> TIME: 2024-06-11 17:47:18 -- STEP: 34/330 -- GLOBAL_STEP: 287025 | > loss_disc: 2.3120734691619873 (2.3447121031144085) | > loss_disc_real_0: 0.08021830767393112 (0.10300520632196875) | > loss_disc_real_1: 0.20328620076179504 (0.19722382987246795) | > loss_disc_real_2: 0.1734796166419983 (0.2094809667152517) | > loss_disc_real_3: 0.21518537402153015 (0.23281610800939448) | > loss_disc_real_4: 0.20354291796684265 (0.23328564666649876) | > loss_disc_real_5: 0.2001340389251709 (0.22223114134634242) | > loss_0: 2.3120734691619873 (2.3447121031144085) | > grad_norm_0: tensor(8.9199, device='cuda:0') (tensor(8.7991, device='cuda:0')) | > loss_gen: 2.508106231689453 (2.493650604696835) | > loss_kl: 2.059236526489258 (1.9222116154782913) | > loss_feat: 6.864278793334961 (6.953236874412088) | > loss_mel: 17.755905151367188 (17.742250218110925) | > loss_duration: 2.011942148208618 (2.033254763659309) | > loss_1: 31.1994686126709 (31.144604009740494) | > grad_norm_1: tensor(66.3542, device='cuda:0') (tensor(88.0604, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.3672 (0.3623479674844181) | > loader_time: 0.0034 (0.0031935818055096794)  --> TIME: 2024-06-11 17:47:28 -- STEP: 59/330 -- GLOBAL_STEP: 287050 | > loss_disc: 2.340569496154785 (2.3514453596987965) | > loss_disc_real_0: 0.11440722644329071 (0.10834267647084543) | > loss_disc_real_1: 0.18350157141685486 (0.19807471536983878) | > loss_disc_real_2: 0.21377134323120117 (0.21159742469504728) | > loss_disc_real_3: 0.207785964012146 (0.23053363344426883) | > loss_disc_real_4: 0.23667201399803162 (0.23353587747630428) | > loss_disc_real_5: 0.24374514818191528 (0.2218058781098511) | > loss_0: 2.340569496154785 (2.3514453596987965) | > grad_norm_0: tensor(8.6972, device='cuda:0') (tensor(9.4555, device='cuda:0')) | > loss_gen: 2.4430365562438965 (2.4876642065533137) | > loss_kl: 2.100095272064209 (1.9470235614453333) | > loss_feat: 7.472755432128906 (6.997802483833443) | > loss_mel: 17.756479263305664 (17.63428274251647) | > loss_duration: 1.9790198802947998 (2.0106999106326344) | > loss_1: 31.751386642456055 (31.07747291306318) | > grad_norm_1: tensor(48.6659, device='cuda:0') (tensor(81.3131, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.356 (0.3653835603746317) | > loader_time: 0.0034 (0.003411224332906432)  --> TIME: 2024-06-11 17:47:37 -- STEP: 84/330 -- GLOBAL_STEP: 287075 | > loss_disc: 2.4009220600128174 (2.352268247377304) | > loss_disc_real_0: 0.10787716507911682 (0.10870253543059032) | > loss_disc_real_1: 0.20428971946239471 (0.19775757761228652) | > loss_disc_real_2: 0.2161208540201187 (0.2102043204719112) | > loss_disc_real_3: 0.23256775736808777 (0.23109328321048192) | > loss_disc_real_4: 0.22893157601356506 (0.23273881063574836) | > loss_disc_real_5: 0.23829594254493713 (0.22251046874693461) | > loss_0: 2.4009220600128174 (2.352268247377304) | > grad_norm_0: tensor(7.7699, device='cuda:0') (tensor(9.1557, device='cuda:0')) | > loss_gen: 2.454207420349121 (2.4846415803545994) | > loss_kl: 2.0067949295043945 (1.966481952440171) | > loss_feat: 6.4075751304626465 (7.010468375115168) | > loss_mel: 17.25308609008789 (17.597631568000423) | > loss_duration: 2.075225591659546 (2.002488723823003) | > loss_1: 30.196887969970703 (31.06171215148199) | > grad_norm_1: tensor(69.2848, device='cuda:0') (tensor(84.4692, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.3731 (0.366959756328946) | > loader_time: 0.0036 (0.00350357521147955)  --> TIME: 2024-06-11 17:47:46 -- STEP: 109/330 -- GLOBAL_STEP: 287100 | > loss_disc: 2.389993667602539 (2.3579503724334425) | > loss_disc_real_0: 0.14236867427825928 (0.11232127632022998) | > loss_disc_real_1: 0.2582327127456665 (0.19877249740679329) | > loss_disc_real_2: 0.24101251363754272 (0.21017896677922765) | > loss_disc_real_3: 0.25581154227256775 (0.23111043159567982) | > loss_disc_real_4: 0.2595473527908325 (0.23320673884601767) | > loss_disc_real_5: 0.23907698690891266 (0.22194882543808822) | > loss_0: 2.389993667602539 (2.3579503724334425) | > grad_norm_0: tensor(6.9364, device='cuda:0') (tensor(8.9537, device='cuda:0')) | > loss_gen: 2.4061999320983887 (2.4808342347451307) | > loss_kl: 1.9678208827972412 (1.9593681534495921) | > loss_feat: 6.597449779510498 (6.971820498825213) | > loss_mel: 17.32135772705078 (17.553340798124264) | > loss_duration: 1.9523577690124512 (2.003504877790399) | > loss_1: 30.24518585205078 (30.96886857059024) | > grad_norm_1: tensor(54.1400, device='cuda:0') (tensor(82.3239, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.3547 (0.3667462703284867) | > loader_time: 0.0039 (0.0036341815913489106)  --> TIME: 2024-06-11 17:47:56 -- STEP: 134/330 -- GLOBAL_STEP: 287125 | > loss_disc: 2.4373598098754883 (2.3621810870384095) | > loss_disc_real_0: 0.13923273980617523 (0.11370262976235418) | > loss_disc_real_1: 0.1970624178647995 (0.19742708686572402) | > loss_disc_real_2: 0.25622597336769104 (0.21068622461005823) | > loss_disc_real_3: 0.26560983061790466 (0.23108274912211432) | > loss_disc_real_4: 0.23825553059577942 (0.23366905782204953) | > loss_disc_real_5: 0.2272871881723404 (0.22294711710801765) | > loss_0: 2.4373598098754883 (2.3621810870384095) | > grad_norm_0: tensor(11.7524, device='cuda:0') (tensor(8.9265, device='cuda:0')) | > loss_gen: 2.421971559524536 (2.4770309658192877) | > loss_kl: 2.0311155319213867 (1.959192833793697) | > loss_feat: 7.693402290344238 (6.97141542007674) | > loss_mel: 18.11090087890625 (17.58348862804583) | > loss_duration: 2.036868095397949 (2.0077470345283626) | > loss_1: 32.29425811767578 (30.99887483511398) | > grad_norm_1: tensor(258.3838, device='cuda:0') (tensor(87.4488, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.3725 (0.3682999913372211) | > loader_time: 0.0038 (0.0037164688110351562)  --> TIME: 2024-06-11 17:48:06 -- STEP: 159/330 -- GLOBAL_STEP: 287150 | > loss_disc: 2.266974687576294 (2.364253702403614) | > loss_disc_real_0: 0.16445019841194153 (0.11488465313454094) | > loss_disc_real_1: 0.1904405951499939 (0.19779908657073972) | > loss_disc_real_2: 0.19943279027938843 (0.21079849034735243) | > loss_disc_real_3: 0.21677029132843018 (0.23115879512807858) | > loss_disc_real_4: 0.22076310217380524 (0.2328375517009939) | > loss_disc_real_5: 0.21333059668540955 (0.22212653002648983) | > loss_0: 2.266974687576294 (2.364253702403614) | > grad_norm_0: tensor(46.1507, device='cuda:0') (tensor(10.4598, device='cuda:0')) | > loss_gen: 2.570906400680542 (2.4776385475254665) | > loss_kl: 1.974243402481079 (1.9661576792878925) | > loss_feat: 7.211114883422852 (6.975387756179714) | > loss_mel: 17.220571517944336 (17.57354139531933) | > loss_duration: 2.0276501178741455 (2.0110910096258485) | > loss_1: 31.004486083984375 (31.003816340704383) | > grad_norm_1: tensor(514.0478, device='cuda:0') (tensor(109.7758, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.361 (0.36982764837876814) | > loader_time: 0.0042 (0.003821305508883494)  --> TIME: 2024-06-11 17:48:16 -- STEP: 184/330 -- GLOBAL_STEP: 287175 | > loss_disc: 2.2981839179992676 (2.3642663424429684) | > loss_disc_real_0: 0.12514688074588776 (0.11510973290094863) | > loss_disc_real_1: 0.18446089327335358 (0.19846281919466408) | > loss_disc_real_2: 0.1889851987361908 (0.2107894249746333) | > loss_disc_real_3: 0.23202063143253326 (0.23125807066326556) | > loss_disc_real_4: 0.2588001489639282 (0.2325077476384847) | > loss_disc_real_5: 0.26643097400665283 (0.22209007981354775) | > loss_0: 2.2981839179992676 (2.3642663424429684) | > grad_norm_0: tensor(19.7925, device='cuda:0') (tensor(13.5238, device='cuda:0')) | > loss_gen: 2.730091094970703 (2.4876763665157826) | > loss_kl: 1.9227694272994995 (1.9689355693433597) | > loss_feat: 6.54165506362915 (6.986283221970433) | > loss_mel: 16.517398834228516 (17.554105691287827) | > loss_duration: 2.068119764328003 (2.0181025143550793) | > loss_1: 29.780033111572266 (31.015103298684824) | > grad_norm_1: tensor(468.1606, device='cuda:0') (tensor(144.1521, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.3888 (0.37365159262781555) | > loader_time: 0.0044 (0.003911268451939459)  --> TIME: 2024-06-11 17:48:26 -- STEP: 209/330 -- GLOBAL_STEP: 287200 | > loss_disc: 2.4271600246429443 (2.3676784734406535) | > loss_disc_real_0: 0.18445676565170288 (0.1162004339994426) | > loss_disc_real_1: 0.17814232409000397 (0.19860376610139907) | > loss_disc_real_2: 0.24519555270671844 (0.21134261622953643) | > loss_disc_real_3: 0.23955512046813965 (0.23153303456648686) | > loss_disc_real_4: 0.23963245749473572 (0.23296675813255127) | > loss_disc_real_5: 0.2206800878047943 (0.22234182173840739) | > loss_0: 2.4271600246429443 (2.3676784734406535) | > grad_norm_0: tensor(90.3115, device='cuda:0') (tensor(16.3502, device='cuda:0')) | > loss_gen: 2.4226012229919434 (2.495625572341481) | > loss_kl: 2.0589544773101807 (1.9706255933314418) | > loss_feat: 6.9063262939453125 (7.001617365476617) | > loss_mel: 16.572174072265625 (17.534794113852765) | > loss_duration: 2.108323812484741 (2.026293388964455) | > loss_1: 30.06838035583496 (31.028955988906787) | > grad_norm_1: tensor(447.4627, device='cuda:0') (tensor(172.0918, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.4112 (0.377008918369786) | > loader_time: 0.0051 (0.004042223880165501)  --> TIME: 2024-06-11 17:48:37 -- STEP: 234/330 -- GLOBAL_STEP: 287225 | > loss_disc: 2.371175527572632 (2.368153169623806) | > loss_disc_real_0: 0.24283963441848755 (0.11701647319600113) | > loss_disc_real_1: 0.22934992611408234 (0.1997623495184458) | > loss_disc_real_2: 0.22914665937423706 (0.21148373715133748) | > loss_disc_real_3: 0.22297008335590363 (0.23122975879754776) | > loss_disc_real_4: 0.22893528640270233 (0.23230715841054916) | > loss_disc_real_5: 0.23231634497642517 (0.2218920666183162) | > loss_0: 2.371175527572632 (2.368153169623806) | > grad_norm_0: tensor(75.3274, device='cuda:0') (tensor(19.1015, device='cuda:0')) | > loss_gen: 2.5558228492736816 (2.4966944007792025) | > loss_kl: 2.0254881381988525 (1.9730734662113028) | > loss_feat: 6.681200981140137 (6.991375705115815) | > loss_mel: 16.92191505432129 (17.495760575318954) | > loss_duration: 2.0940890312194824 (2.034710849961663) | > loss_1: 30.27851676940918 (30.99161497751872) | > grad_norm_1: tensor(631.0530, device='cuda:0') (tensor(197.8284, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.428 (0.38058354813828427) | > loader_time: 0.005 (0.0041785168851542695)  --> TIME: 2024-06-11 17:48:47 -- STEP: 259/330 -- GLOBAL_STEP: 287250 | > loss_disc: 2.354203224182129 (2.370578486026483) | > loss_disc_real_0: 0.10529769957065582 (0.11806275980352895) | > loss_disc_real_1: 0.1538272500038147 (0.19993173420199092) | > loss_disc_real_2: 0.2129390984773636 (0.2113431873353752) | > loss_disc_real_3: 0.22664274275302887 (0.23154427185942308) | > loss_disc_real_4: 0.19255198538303375 (0.2322174762321715) | > loss_disc_real_5: 0.21817165613174438 (0.22202977992623008) | > loss_0: 2.354203224182129 (2.370578486026483) | > grad_norm_0: tensor(26.8759, device='cuda:0') (tensor(21.0850, device='cuda:0')) | > loss_gen: 2.367462635040283 (2.494831292325465) | > loss_kl: 2.0319817066192627 (1.9778695166341127) | > loss_feat: 7.15882682800293 (6.9923479418957095) | > loss_mel: 16.878402709960938 (17.442878811515904) | > loss_duration: 2.1371426582336426 (2.04241806337732) | > loss_1: 30.573814392089844 (30.950345565913725) | > grad_norm_1: tensor(267.9195, device='cuda:0') (tensor(215.9584, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.4222 (0.38504133445415717) | > loader_time: 0.006 (0.00432645215951338)  --> TIME: 2024-06-11 17:48:59 -- STEP: 284/330 -- GLOBAL_STEP: 287275 | > loss_disc: 2.3842785358428955 (2.370858130320696) | > loss_disc_real_0: 0.11347226053476334 (0.118495477888156) | > loss_disc_real_1: 0.22024370729923248 (0.20023573494293317) | > loss_disc_real_2: 0.23631350696086884 (0.2111520083542441) | > loss_disc_real_3: 0.20374827086925507 (0.23143457867939707) | > loss_disc_real_4: 0.2102833390235901 (0.23231242974879038) | > loss_disc_real_5: 0.21955004334449768 (0.22236461717058237) | > loss_0: 2.3842785358428955 (2.370858130320696) | > grad_norm_0: tensor(39.5150, device='cuda:0') (tensor(21.4614, device='cuda:0')) | > loss_gen: 2.447819232940674 (2.4912115746820476) | > loss_kl: 2.035977363586426 (1.9843275496657466) | > loss_feat: 6.548585414886475 (6.99882667165407) | > loss_mel: 16.695756912231445 (17.388498148448033) | > loss_duration: 2.150477886199951 (2.052393802035021) | > loss_1: 29.878616333007812 (30.915257709127076) | > grad_norm_1: tensor(525.7649, device='cuda:0') (tensor(224.5209, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.4545 (0.3900608663827601) | > loader_time: 0.0063 (0.004483087801597488)  --> TIME: 2024-06-11 17:49:11 -- STEP: 309/330 -- GLOBAL_STEP: 287300 | > loss_disc: 2.452853202819824 (2.372072146548422) | > loss_disc_real_0: 0.11464479565620422 (0.119275978154542) | > loss_disc_real_1: 0.1600528061389923 (0.20021881211344092) | > loss_disc_real_2: 0.21005429327487946 (0.2115438859246695) | > loss_disc_real_3: 0.24988700449466705 (0.23143108328955073) | > loss_disc_real_4: 0.24789761006832123 (0.23235636288872816) | > loss_disc_real_5: 0.23305635154247284 (0.22237313502621883) | > loss_0: 2.452853202819824 (2.372072146548422) | > grad_norm_0: tensor(63.9212, device='cuda:0') (tensor(22.8367, device='cuda:0')) | > loss_gen: 2.445910692214966 (2.488845075218423) | > loss_kl: 2.130791664123535 (1.9894725616695812) | > loss_feat: 6.80947208404541 (7.017606966703841) | > loss_mel: 16.355344772338867 (17.350188020749393) | > loss_duration: 2.236034870147705 (2.0640482736636883) | > loss_1: 29.977554321289062 (30.910160860969025) | > grad_norm_1: tensor(597.7032, device='cuda:0') (tensor(239.5611, device='cuda:0')) | > current_lr_0: 0.0001854782556976435 | > current_lr_1: 0.0001854782556976435 | > step_time: 0.4901 (0.3970775573384802) | > loader_time: 0.0072 (0.00467500563192522)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4625957012176514 (2.4625957012176514) | > loss_disc_real_0: 0.08642720431089401 (0.08642720431089401) | > loss_disc_real_1: 0.26851844787597656 (0.26851844787597656) | > loss_disc_real_2: 0.34403306245803833 (0.34403306245803833) | > loss_disc_real_3: 0.263748437166214 (0.263748437166214) | > loss_disc_real_4: 0.27557748556137085 (0.27557748556137085) | > loss_disc_real_5: 0.24179485440254211 (0.24179485440254211) | > loss_0: 2.4625957012176514 (2.4625957012176514) | > loss_gen: 2.4750688076019287 (2.4750688076019287) | > loss_kl: 2.031735897064209 (2.031735897064209) | > loss_feat: 5.970856189727783 (5.970856189727783) | > loss_mel: 14.73288345336914 (14.73288345336914) | > loss_duration: 3.084292411804199 (3.084292411804199) | > loss_1: 28.294837951660156 (28.294837951660156)  --> STEP: 1 | > loss_disc: 2.4146366119384766 (2.4146366119384766) | > loss_disc_real_0: 0.10588807612657547 (0.10588807612657547) | > loss_disc_real_1: 0.21259459853172302 (0.21259459853172302) | > loss_disc_real_2: 0.23343513906002045 (0.23343513906002045) | > loss_disc_real_3: 0.2324424535036087 (0.2324424535036087) | > loss_disc_real_4: 0.23074686527252197 (0.23074686527252197) | > loss_disc_real_5: 0.2538503110408783 (0.2538503110408783) | > loss_0: 2.4146366119384766 (2.4146366119384766) | > loss_gen: 2.2486250400543213 (2.2486250400543213) | > loss_kl: 3.6213552951812744 (3.6213552951812744) | > loss_feat: 5.858333587646484 (5.858333587646484) | > loss_mel: 17.918277740478516 (17.918277740478516) | > loss_duration: 2.391951560974121 (2.391951560974121) | > loss_1: 32.038543701171875 (32.038543701171875)  --> STEP: 2 | > loss_disc: 2.117861747741699 (2.266249179840088) | > loss_disc_real_0: 0.047843754291534424 (0.07686591520905495) | > loss_disc_real_1: 0.24448230862617493 (0.22853845357894897) | > loss_disc_real_2: 0.16169822216033936 (0.1975666806101799) | > loss_disc_real_3: 0.24774222075939178 (0.24009233713150024) | > loss_disc_real_4: 0.24484388530254364 (0.2377953752875328) | > loss_disc_real_5: 0.21898771822452545 (0.23641901463270187) | > loss_0: 2.117861747741699 (2.266249179840088) | > loss_gen: 2.860934019088745 (2.554779529571533) | > loss_kl: 2.525542974472046 (3.07344913482666) | > loss_feat: 7.278107643127441 (6.568220615386963) | > loss_mel: 19.799579620361328 (18.858928680419922) | > loss_duration: 2.489895820617676 (2.4409236907958984) | > loss_1: 34.95405960083008 (33.49630165100098)  --> STEP: 3 | > loss_disc: 2.4293177127838135 (2.3206053574879966) | > loss_disc_real_0: 0.07544337958097458 (0.0763917366663615) | > loss_disc_real_1: 0.21758873760700226 (0.22488854825496674) | > loss_disc_real_2: 0.22667595744132996 (0.20726977288722992) | > loss_disc_real_3: 0.25118908286094666 (0.24379125237464905) | > loss_disc_real_4: 0.19016270339488983 (0.22191781798998514) | > loss_disc_real_5: 0.25790873169898987 (0.24358225365479788) | > loss_0: 2.4293177127838135 (2.3206053574879966) | > loss_gen: 2.383997917175293 (2.497852325439453) | > loss_kl: 3.249274253845215 (3.132057507832845) | > loss_feat: 6.945872783660889 (6.6941046714782715) | > loss_mel: 17.565807342529297 (18.42788823445638) | > loss_duration: 2.2958784103393555 (2.392575263977051) | > loss_1: 32.44083023071289 (33.14447784423828)  --> STEP: 4 | > loss_disc: 2.463834762573242 (2.356412708759308) | > loss_disc_real_0: 0.16228723526000977 (0.09786561131477356) | > loss_disc_real_1: 0.25298336148262024 (0.2319122515618801) | > loss_disc_real_2: 0.1965283453464508 (0.20458441600203514) | > loss_disc_real_3: 0.281688928604126 (0.2532656714320183) | > loss_disc_real_4: 0.22585220634937286 (0.22290141507983208) | > loss_disc_real_5: 0.29512619972229004 (0.2564682401716709) | > loss_0: 2.463834762573242 (2.356412708759308) | > loss_gen: 2.4848361015319824 (2.4945982694625854) | > loss_kl: 3.595484972000122 (3.2479143738746643) | > loss_feat: 6.019443511962891 (6.525439381599426) | > loss_mel: 18.184040069580078 (18.366926193237305) | > loss_duration: 2.3478221893310547 (2.3813869953155518) | > loss_1: 32.631629943847656 (33.016265869140625)  --> STEP: 5 | > loss_disc: 2.4912877082824707 (2.3833877086639403) | > loss_disc_real_0: 0.22086524963378906 (0.12246553897857666) | > loss_disc_real_1: 0.31192639470100403 (0.2479150801897049) | > loss_disc_real_2: 0.2763743996620178 (0.21894241273403167) | > loss_disc_real_3: 0.283825546503067 (0.259377646446228) | > loss_disc_real_4: 0.22972536087036133 (0.22426620423793792) | > loss_disc_real_5: 0.23981788754463196 (0.2531381696462631) | > loss_0: 2.4912877082824707 (2.3833877086639403) | > loss_gen: 2.7015812397003174 (2.535994863510132) | > loss_kl: 2.8401169776916504 (3.1663548946380615) | > loss_feat: 5.362881660461426 (6.292927837371826) | > loss_mel: 18.928342819213867 (18.47920951843262) | > loss_duration: 2.3747901916503906 (2.3800676345825194) | > loss_1: 32.20771408081055 (32.85455551147461)  --> STEP: 6 | > loss_disc: 2.2904434204101562 (2.3678969939549765) | > loss_disc_real_0: 0.09107181429862976 (0.11723325153191884) | > loss_disc_real_1: 0.22440843284130096 (0.24399730563163757) | > loss_disc_real_2: 0.214320570230484 (0.21817210565010706) | > loss_disc_real_3: 0.18798045814037323 (0.24747811506191889) | > loss_disc_real_4: 0.19325925409793854 (0.2190983792146047) | > loss_disc_real_5: 0.20776183903217316 (0.24557544787724814) | > loss_0: 2.2904434204101562 (2.3678969939549765) | > loss_gen: 2.3989901542663574 (2.513160745302836) | > loss_kl: 2.749315023422241 (3.096848249435425) | > loss_feat: 6.211356163024902 (6.279332558314006) | > loss_mel: 19.165191650390625 (18.593539873758953) | > loss_duration: 2.185298442840576 (2.347606102625529) | > loss_1: 32.71015167236328 (32.830488204956055)  --> STEP: 7 | > loss_disc: 2.3561604022979736 (2.366220338003976) | > loss_disc_real_0: 0.17031387984752655 (0.12481619843414851) | > loss_disc_real_1: 0.2590736448764801 (0.24615106838090078) | > loss_disc_real_2: 0.2338792085647583 (0.22041597749505723) | > loss_disc_real_3: 0.23988497257232666 (0.24639338042054856) | > loss_disc_real_4: 0.19919049739837646 (0.21625439609800065) | > loss_disc_real_5: 0.18436965346336365 (0.2368317629609789) | > loss_0: 2.3561604022979736 (2.366220338003976) | > loss_gen: 2.6992528438568115 (2.539745330810547) | > loss_kl: 3.965517997741699 (3.2209439277648926) | > loss_feat: 5.913817882537842 (6.227116176060268) | > loss_mel: 16.412288665771484 (18.28193255833217) | > loss_duration: 2.5106945037841797 (2.3709044456481934) | > loss_1: 31.501571655273438 (32.640642983572825)  --> STEP: 8 | > loss_disc: 2.356360912322998 (2.3649879097938538) | > loss_disc_real_0: 0.07934331148862839 (0.1191320875659585) | > loss_disc_real_1: 0.2471759170293808 (0.2462791744619608) | > loss_disc_real_2: 0.1843872368335724 (0.21591238491237164) | > loss_disc_real_3: 0.20221689343452454 (0.24087131954729557) | > loss_disc_real_4: 0.14342501759529114 (0.20715072378516197) | > loss_disc_real_5: 0.19977107644081116 (0.23219917714595795) | > loss_0: 2.356360912322998 (2.3649879097938538) | > loss_gen: 2.200939893722534 (2.4973946511745453) | > loss_kl: 3.2636892795562744 (3.2262870967388153) | > loss_feat: 9.62774658203125 (6.652194976806641) | > loss_mel: 19.908367156982422 (18.485236883163452) | > loss_duration: 2.237178325653076 (2.3541886806488037) | > loss_1: 37.23792266845703 (33.21530294418335)  --> STEP: 9 | > loss_disc: 2.182426929473877 (2.3447033564249673) | > loss_disc_real_0: 0.11181440949440002 (0.11831901222467422) | > loss_disc_real_1: 0.21568700671195984 (0.24288004471196067) | > loss_disc_real_2: 0.2673846483230591 (0.2216315252913369) | > loss_disc_real_3: 0.2464335560798645 (0.2414893458286921) | > loss_disc_real_4: 0.204657644033432 (0.20687371492385864) | > loss_disc_real_5: 0.16802246868610382 (0.2250684317615297) | > loss_0: 2.182426929473877 (2.3447033564249673) | > loss_gen: 2.5712943077087402 (2.5056057241227894) | > loss_kl: 2.94109845161438 (3.194599469502767) | > loss_feat: 10.769391059875488 (7.109661208258735) | > loss_mel: 19.193777084350586 (18.563963572184246) | > loss_duration: 2.13212513923645 (2.3295149538252087) | > loss_1: 37.60768508911133 (33.703345404730904)  --> STEP: 10 | > loss_disc: 2.941932201385498 (2.4044262409210204) | > loss_disc_real_0: 0.10526929050683975 (0.11701404005289077) | > loss_disc_real_1: 0.3060307204723358 (0.2491951122879982) | > loss_disc_real_2: 0.3337634205818176 (0.232844714820385) | > loss_disc_real_3: 0.29599207639694214 (0.24693961888551713) | > loss_disc_real_4: 0.262365460395813 (0.2124228894710541) | > loss_disc_real_5: 0.4146958589553833 (0.24403117448091508) | > loss_0: 2.941932201385498 (2.4044262409210204) | > loss_gen: 2.2236015796661377 (2.477405309677124) | > loss_kl: 2.7201101779937744 (3.1471505403518676) | > loss_feat: 5.046294212341309 (6.9033245086669925) | > loss_mel: 17.099838256835938 (18.417551040649414) | > loss_duration: 2.347337245941162 (2.331297183036804) | > loss_1: 29.43718147277832 (33.27672901153564)  --> STEP: 11 | > loss_disc: 2.6982932090759277 (2.431141419844194) | > loss_disc_real_0: 0.12534844875335693 (0.11777171357111497) | > loss_disc_real_1: 0.27275049686431885 (0.2513365108858455) | > loss_disc_real_2: 0.37384575605392456 (0.24566299129616131) | > loss_disc_real_3: 0.28716427087783813 (0.25059640543027356) | > loss_disc_real_4: 0.2759278416633606 (0.21819606694308194) | > loss_disc_real_5: 0.38350024819374084 (0.25671018118208105) | > loss_0: 2.6982932090759277 (2.431141419844194) | > loss_gen: 2.5179829597473145 (2.4810941869562324) | > loss_kl: 3.363609790802002 (3.166828654029153) | > loss_feat: 5.53911828994751 (6.779305761510676) | > loss_mel: 18.44407081604004 (18.41996192932129) | > loss_duration: 2.510948657989502 (2.3476291353052314) | > loss_1: 32.375728607177734 (33.19481988386674)  --> STEP: 12 | > loss_disc: 2.3548085689544678 (2.4247803489367166) | > loss_disc_real_0: 0.0939616709947586 (0.11578754335641861) | > loss_disc_real_1: 0.24675852060317993 (0.2509550116956234) | > loss_disc_real_2: 0.21763353049755096 (0.2433272028962771) | > loss_disc_real_3: 0.21036238968372345 (0.24724357078472772) | > loss_disc_real_4: 0.21984314918518066 (0.21833332379659018) | > loss_disc_real_5: 0.21037530899047852 (0.25284894183278084) | > loss_0: 2.3548085689544678 (2.4247803489367166) | > loss_gen: 2.3820929527282715 (2.4728440841039023) | > loss_kl: 2.9438323974609375 (3.148245632648468) | > loss_feat: 6.346732139587402 (6.743257959683736) | > loss_mel: 16.960819244384766 (18.29836670557658) | > loss_duration: 2.273669719696045 (2.3414658506711326) | > loss_1: 30.907148361206055 (33.004180590311684)  --> STEP: 13 | > loss_disc: 2.6229453086853027 (2.4400238073789158) | > loss_disc_real_0: 0.13254055380821228 (0.11707623646809505) | > loss_disc_real_1: 0.3925558924674988 (0.2618473871396138) | > loss_disc_real_2: 0.3143945038318634 (0.24879391835286066) | > loss_disc_real_3: 0.31358614563941956 (0.25234684577355015) | > loss_disc_real_4: 0.2498716115951538 (0.22075934593494123) | > loss_disc_real_5: 0.24700209498405457 (0.25239918438287884) | > loss_0: 2.6229453086853027 (2.4400238073789158) | > loss_gen: 2.6068427562713623 (2.48315167427063) | > loss_kl: 3.052083969116211 (3.1408485816075253) | > loss_feat: 7.521816253662109 (6.803147059220534) | > loss_mel: 17.881250381469727 (18.266280834491436) | > loss_duration: 2.2864413261413574 (2.3372331949380727) | > loss_1: 33.34843444824219 (33.03066165630634)  --> STEP: 14 | > loss_disc: 2.466526985168457 (2.44191689150674) | > loss_disc_real_0: 0.11452719569206238 (0.11689416212694985) | > loss_disc_real_1: 0.2566271722316742 (0.26147451464618954) | > loss_disc_real_2: 0.1971171349287033 (0.24510271953684942) | > loss_disc_real_3: 0.2541992664337158 (0.25247916153499056) | > loss_disc_real_4: 0.2458174228668213 (0.22254920857293264) | > loss_disc_real_5: 0.2657760679721832 (0.2533546760678292) | > loss_0: 2.466526985168457 (2.44191689150674) | > loss_gen: 2.4471094608306885 (2.480577230453491) | > loss_kl: 3.433943033218384 (3.161783899579729) | > loss_feat: 6.273594379425049 (6.765321867806571) | > loss_mel: 20.326940536499023 (18.413470813206263) | > loss_duration: 2.333223581314087 (2.336946793964931) | > loss_1: 34.81481170654297 (33.15810094560896)  --> STEP: 15 | > loss_disc: 2.568938732147217 (2.450385014216105) | > loss_disc_real_0: 0.167650043964386 (0.12027788758277894) | > loss_disc_real_1: 0.3412858545780182 (0.2667952706416448) | > loss_disc_real_2: 0.2635239362716675 (0.24633080065250396) | > loss_disc_real_3: 0.27931690216064453 (0.2542683442433675) | > loss_disc_real_4: 0.18220219016075134 (0.2198594073454539) | > loss_disc_real_5: 0.23668576776981354 (0.25224341551462814) | > loss_0: 2.568938732147217 (2.450385014216105) | > loss_gen: 2.3646233081817627 (2.4728469689687094) | > loss_kl: 3.6656267642974854 (3.1953734238942464) | > loss_feat: 6.76869535446167 (6.765546766916911) | > loss_mel: 16.849271774291992 (18.309190877278645) | > loss_duration: 2.3491926193237305 (2.3377631823221843) | > loss_1: 31.99740982055664 (33.08072153727213)  --> STEP: 16 | > loss_disc: 2.395991325378418 (2.4469854086637497) | > loss_disc_real_0: 0.07936263829469681 (0.1177206845022738) | > loss_disc_real_1: 0.2980273962020874 (0.26874727848917246) | > loss_disc_real_2: 0.2984142005443573 (0.2495860131457448) | > loss_disc_real_3: 0.32818835973739624 (0.2588883452117443) | > loss_disc_real_4: 0.22313252091407776 (0.2200639769434929) | > loss_disc_real_5: 0.24133269488811493 (0.2515614954754711) | > loss_0: 2.395991325378418 (2.4469854086637497) | > loss_gen: 2.737520933151245 (2.489389091730118) | > loss_kl: 2.6713242530822754 (3.1626203507184982) | > loss_feat: 8.056199073791504 (6.846212536096573) | > loss_mel: 16.064138412475586 (18.168875098228455) | > loss_duration: 2.3548717498779297 (2.3388324677944183) | > loss_1: 31.88405418395996 (33.005929827690125)  --> STEP: 17 | > loss_disc: 2.3061773777008057 (2.4387025833129883) | > loss_disc_real_0: 0.08595786988735199 (0.11585228364257251) | > loss_disc_real_1: 0.27789658308029175 (0.26928547287688537) | > loss_disc_real_2: 0.28402429819107056 (0.25161179461899924) | > loss_disc_real_3: 0.2603030502796173 (0.25897156315691333) | > loss_disc_real_4: 0.2804947793483734 (0.22361873002613292) | > loss_disc_real_5: 0.27251699566841125 (0.2527941719574087) | > loss_0: 2.3061773777008057 (2.4387025833129883) | > loss_gen: 2.818995237350464 (2.5087776885313144) | > loss_kl: 2.573497772216797 (3.127966081394869) | > loss_feat: 7.035752773284912 (6.857361961813534) | > loss_mel: 17.774534225463867 (18.145678576301126) | > loss_duration: 2.422236442565918 (2.343738583957448) | > loss_1: 32.62501525878906 (32.983523088343006)  --> STEP: 18 | > loss_disc: 2.4806089401245117 (2.4410307142469616) | > loss_disc_real_0: 0.09135018289089203 (0.1144910558230347) | > loss_disc_real_1: 0.29631686210632324 (0.27078721672296524) | > loss_disc_real_2: 0.24494117498397827 (0.25124120463927585) | > loss_disc_real_3: 0.28920668363571167 (0.2606512920724021) | > loss_disc_real_4: 0.18588872253894806 (0.2215226184990671) | > loss_disc_real_5: 0.17664195597171783 (0.248563493291537) | > loss_0: 2.4806089401245117 (2.4410307142469616) | > loss_gen: 2.139068603515625 (2.488238294919332) | > loss_kl: 2.35378098487854 (3.0849557982550726) | > loss_feat: 5.21604061126709 (6.766177442338732) | > loss_mel: 15.017123222351074 (17.971869945526123) | > loss_duration: 2.2261643409729004 (2.3372066815694175) | > loss_1: 26.952177047729492 (32.64844830830892)  --> STEP: 19 | > loss_disc: 2.5504767894744873 (2.446791033995779) | > loss_disc_real_0: 0.09300071746110916 (0.11335998538293336) | > loss_disc_real_1: 0.3086378872394562 (0.27277935727646474) | > loss_disc_real_2: 0.2624180316925049 (0.25182945869470896) | > loss_disc_real_3: 0.2849685549736023 (0.2619311480145705) | > loss_disc_real_4: 0.18007758259773254 (0.2193413008200495) | > loss_disc_real_5: 0.19175885617733002 (0.245573775548684) | > loss_0: 2.5504767894744873 (2.446791033995779) | > loss_gen: 2.3407111167907715 (2.480473706596776) | > loss_kl: 2.2661728858947754 (3.0418619607624255) | > loss_feat: 5.9647111892700195 (6.723995007966694) | > loss_mel: 16.64022445678711 (17.901783340855648) | > loss_duration: 2.3606183528900146 (2.3384388747968172) | > loss_1: 29.572439193725586 (32.4865530917519)  --> STEP: 20 | > loss_disc: 2.2129204273223877 (2.435097503662109) | > loss_disc_real_0: 0.17966510355472565 (0.11667524129152299) | > loss_disc_real_1: 0.18904469907283783 (0.2685926243662834) | > loss_disc_real_2: 0.34087836742401123 (0.2562819041311741) | > loss_disc_real_3: 0.26934656500816345 (0.2623019188642502) | > loss_disc_real_4: 0.17288900911808014 (0.21701868623495102) | > loss_disc_real_5: 0.18449068069458008 (0.24251962080597883) | > loss_0: 2.2129204273223877 (2.435097503662109) | > loss_gen: 2.8341224193573 (2.4981561422348024) | > loss_kl: 2.140857458114624 (2.9968117356300352) | > loss_feat: 8.205381393432617 (6.79806432723999) | > loss_mel: 18.881929397583008 (17.950790643692017) | > loss_duration: 2.283367395401001 (2.335685300827026) | > loss_1: 34.34565734863281 (32.57950830459595)  --> STEP: 21 | > loss_disc: 2.467658042907715 (2.4366480055309476) | > loss_disc_real_0: 0.10347840189933777 (0.11604682036808558) | > loss_disc_real_1: 0.19239284098148346 (0.26496406325272154) | > loss_disc_real_2: 0.30590489506721497 (0.258644903699557) | > loss_disc_real_3: 0.24757248163223267 (0.26160051709129695) | > loss_disc_real_4: 0.22957591712474823 (0.21761664961065566) | > loss_disc_real_5: 0.21911610662937164 (0.2414051677499499) | > loss_0: 2.467658042907715 (2.4366480055309476) | > loss_gen: 2.196082353591919 (2.4837716761089506) | > loss_kl: 3.044419527053833 (2.999078773316883) | > loss_feat: 4.587724685668945 (6.69281005859375) | > loss_mel: 14.313461303710938 (17.7775844846453) | > loss_duration: 2.132610559463501 (2.326015075047811) | > loss_1: 26.27429962158203 (32.279260272071475)  --> STEP: 22 | > loss_disc: 2.4808645248413086 (2.4386578473177822) | > loss_disc_real_0: 0.14587759971618652 (0.11740276488390836) | > loss_disc_real_1: 0.3232312798500061 (0.2676125730980527) | > loss_disc_real_2: 0.3012474477291107 (0.2605813829736276) | > loss_disc_real_3: 0.2122599482536316 (0.2593577639623122) | > loss_disc_real_4: 0.16862134635448456 (0.21538959037173877) | > loss_disc_real_5: 0.23176239430904388 (0.24096685986627236) | > loss_0: 2.4808645248413086 (2.4386578473177822) | > loss_gen: 2.468876361846924 (2.4830946163697676) | > loss_kl: 2.1976020336151123 (2.9626480124213477) | > loss_feat: 6.589604377746582 (6.688118891282515) | > loss_mel: 16.212636947631836 (17.706450505690142) | > loss_duration: 2.1996965408325195 (2.3202733234925703) | > loss_1: 29.668415069580078 (32.16058549014005)  --> STEP: 23 | > loss_disc: 2.608105182647705 (2.446025122766909) | > loss_disc_real_0: 0.0852508693933487 (0.1160048563843188) | > loss_disc_real_1: 0.3317771255970001 (0.27040233625018084) | > loss_disc_real_2: 0.27018898725509644 (0.2609991048989089) | > loss_disc_real_3: 0.2862531542778015 (0.2605271287586378) | > loss_disc_real_4: 0.18790152668952942 (0.21419445716816446) | > loss_disc_real_5: 0.23925690352916718 (0.24089251393857214) | > loss_0: 2.608105182647705 (2.446025122766909) | > loss_gen: 2.2640624046325684 (2.47357147672902) | > loss_kl: 2.8603718280792236 (2.9582012217977773) | > loss_feat: 5.878975868225098 (6.652938759845236) | > loss_mel: 17.25468635559082 (17.686808586120605) | > loss_duration: 2.242588996887207 (2.316895744074946) | > loss_1: 30.500686645507812 (32.08841597515604)  --> STEP: 24 | > loss_disc: 2.384918689727783 (2.443479021390279) | > loss_disc_real_0: 0.07804924994707108 (0.11442337278276682) | > loss_disc_real_1: 0.24063926935195923 (0.26916220846275496) | > loss_disc_real_2: 0.28254735469818115 (0.2618969486405452) | > loss_disc_real_3: 0.2639356553554535 (0.26066915070017177) | > loss_disc_real_4: 0.2605530023574829 (0.2161260632177194) | > loss_disc_real_5: 0.26387783885002136 (0.24185023580988252) | > loss_0: 2.384918689727783 (2.443479021390279) | > loss_gen: 2.570246934890747 (2.4775996208190922) | > loss_kl: 2.604471206665039 (2.9434624711672464) | > loss_feat: 8.245612144470215 (6.719300150871277) | > loss_mel: 19.32622718811035 (17.755117694536846) | > loss_duration: 2.4131064414978027 (2.3209045231342316) | > loss_1: 35.159664154052734 (32.21638464927673)  --> STEP: 25 | > loss_disc: 2.800687789916992 (2.4577673721313475) | > loss_disc_real_0: 0.23769937455654144 (0.1193544128537178) | > loss_disc_real_1: 0.3350946009159088 (0.2717995041608811) | > loss_disc_real_2: 0.35999640822410583 (0.26582092702388765) | > loss_disc_real_3: 0.26796165108680725 (0.2609608507156372) | > loss_disc_real_4: 0.22620129585266113 (0.21652907252311707) | > loss_disc_real_5: 0.3234771490097046 (0.2451153123378754) | > loss_0: 2.800687789916992 (2.4577673721313475) | > loss_gen: 2.3284831047058105 (2.471634960174561) | > loss_kl: 3.0031239986419678 (2.9458489322662356) | > loss_feat: 4.721024990081787 (6.639369144439697) | > loss_mel: 15.031301498413086 (17.646165046691895) | > loss_duration: 2.360185146331787 (2.322475748062134) | > loss_1: 27.444120407104492 (32.02549407958984)  --> STEP: 26 | > loss_disc: 2.141862154006958 (2.4456171714342556) | > loss_disc_real_0: 0.048235632479190826 (0.11661907514700523) | > loss_disc_real_1: 0.10918460786342621 (0.26554508507251745) | > loss_disc_real_2: 0.1344277411699295 (0.2607673429525816) | > loss_disc_real_3: 0.20118825137615204 (0.25866190458719546) | > loss_disc_real_4: 0.10989901423454285 (0.21242791643509498) | > loss_disc_real_5: 0.1867719441652298 (0.2428713366389275) | > loss_0: 2.141862154006958 (2.4456171714342556) | > loss_gen: 2.0281295776367188 (2.4545770608461828) | > loss_kl: 2.5167462825775146 (2.9293449842012844) | > loss_feat: 11.578827857971191 (6.82934832572937) | > loss_mel: 23.079011917114258 (17.855120695554294) | > loss_duration: 2.2810988426208496 (2.3208843286220846) | > loss_1: 41.48381423950195 (32.389275624201844) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024784344893235433 (+6.048495952899703e-05) | > avg_loss_disc: 2.4456171714342556 (+0.068823465934166) | > avg_loss_disc_real_0: 0.11661907514700523 (-0.044954506823649765) | > avg_loss_disc_real_1: 0.26554508507251745 (+0.1109385883005766) | > avg_loss_disc_real_2: 0.2607673429525816 (+0.05657909094141084) | > avg_loss_disc_real_3: 0.25866190458719546 (+0.024128146756153823) | > avg_loss_disc_real_4: 0.21242791643509498 (-0.012714771124032825) | > avg_loss_disc_real_5: 0.2428713366389275 (+0.014884072427566258) | > avg_loss_0: 2.4456171714342556 (+0.068823465934166) | > avg_loss_gen: 2.4545770608461828 (+0.08981314072242208) | > avg_loss_kl: 2.9293449842012844 (+0.00801334014305688) | > avg_loss_feat: 6.82934832572937 (-0.12797005359943103) | > avg_loss_mel: 17.855120695554294 (+0.3255998171292873) | > avg_loss_duration: 2.3208843286220846 (-0.006872938229487424) | > avg_loss_1: 32.389275624201844 (+0.28858346205490903)  > EPOCH: 604/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:49:43)   --> TIME: 2024-06-11 17:49:46 -- STEP: 4/330 -- GLOBAL_STEP: 287325 | > loss_disc: 2.339228391647339 (2.3690847158432007) | > loss_disc_real_0: 0.09236259758472443 (0.08991974778473377) | > loss_disc_real_1: 0.14639605581760406 (0.22634188830852509) | > loss_disc_real_2: 0.18694157898426056 (0.19857728853821754) | > loss_disc_real_3: 0.19587545096874237 (0.23271188512444496) | > loss_disc_real_4: 0.18488310277462006 (0.2147352434694767) | > loss_disc_real_5: 0.17600394785404205 (0.22320334240794182) | > loss_0: 2.339228391647339 (2.3690847158432007) | > grad_norm_0: tensor(6.4654, device='cuda:0') (tensor(5.9805, device='cuda:0')) | > loss_gen: 2.4369821548461914 (2.4355931878089905) | > loss_kl: 2.0469472408294678 (1.913336604833603) | > loss_feat: 7.483729362487793 (6.895085573196411) | > loss_mel: 19.105785369873047 (18.650670528411865) | > loss_duration: 2.182827949523926 (2.2023621797561646) | > loss_1: 33.25627136230469 (32.097047328948975) | > grad_norm_1: tensor(114.8015, device='cuda:0') (tensor(104.4253, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3569 (0.3817020654678345) | > loader_time: 0.0029 (0.002934753894805908)  --> TIME: 2024-06-11 17:49:55 -- STEP: 29/330 -- GLOBAL_STEP: 287350 | > loss_disc: 2.354517936706543 (2.340949666911158) | > loss_disc_real_0: 0.09209023416042328 (0.09783376419338687) | > loss_disc_real_1: 0.20801810920238495 (0.20334868492751285) | > loss_disc_real_2: 0.16308912634849548 (0.20766237891953568) | > loss_disc_real_3: 0.20884263515472412 (0.22763360779860925) | > loss_disc_real_4: 0.23370252549648285 (0.23131544939402876) | > loss_disc_real_5: 0.21934883296489716 (0.22377677261829376) | > loss_0: 2.354517936706543 (2.340949666911158) | > grad_norm_0: tensor(11.2115, device='cuda:0') (tensor(9.0956, device='cuda:0')) | > loss_gen: 2.519307851791382 (2.4898000256768587) | > loss_kl: 2.006366491317749 (1.9467239873162632) | > loss_feat: 7.208606719970703 (6.907334031729863) | > loss_mel: 17.42930030822754 (17.70029429731698) | > loss_duration: 2.0125534534454346 (2.041750944893935) | > loss_1: 31.176136016845703 (31.085903365036536) | > grad_norm_1: tensor(63.7583, device='cuda:0') (tensor(81.9382, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3709 (0.36279092986008216) | > loader_time: 0.0031 (0.003209648461177431)  --> TIME: 2024-06-11 17:50:05 -- STEP: 54/330 -- GLOBAL_STEP: 287375 | > loss_disc: 2.378568172454834 (2.3591729225935762) | > loss_disc_real_0: 0.12425564229488373 (0.10483826420925281) | > loss_disc_real_1: 0.19446301460266113 (0.1995660119034626) | > loss_disc_real_2: 0.22675032913684845 (0.20949154457560293) | > loss_disc_real_3: 0.2135855257511139 (0.2299572640547046) | > loss_disc_real_4: 0.2103925496339798 (0.23277427366486303) | > loss_disc_real_5: 0.21410618722438812 (0.22520929161045286) | > loss_0: 2.378568172454834 (2.3591729225935762) | > grad_norm_0: tensor(6.3686, device='cuda:0') (tensor(9.0007, device='cuda:0')) | > loss_gen: 2.392301559448242 (2.4761621245631464) | > loss_kl: 2.0091123580932617 (1.9512695670127869) | > loss_feat: 7.330971717834473 (6.948258488266556) | > loss_mel: 18.042259216308594 (17.659320018909593) | > loss_duration: 1.9806658029556274 (2.0152677098910003) | > loss_1: 31.75531005859375 (31.050277957209833) | > grad_norm_1: tensor(96.4016, device='cuda:0') (tensor(95.0681, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3607 (0.3631976224758007) | > loader_time: 0.0038 (0.003355476591322157)  --> TIME: 2024-06-11 17:50:14 -- STEP: 79/330 -- GLOBAL_STEP: 287400 | > loss_disc: 2.2876574993133545 (2.354482871067675) | > loss_disc_real_0: 0.08959630131721497 (0.10768375121339967) | > loss_disc_real_1: 0.20262844860553741 (0.19750246613086025) | > loss_disc_real_2: 0.21945464611053467 (0.21041525032701372) | > loss_disc_real_3: 0.26121780276298523 (0.2294283612996717) | > loss_disc_real_4: 0.2425822615623474 (0.23290603900257545) | > loss_disc_real_5: 0.23657791316509247 (0.224531396846228) | > loss_0: 2.2876574993133545 (2.354482871067675) | > grad_norm_0: tensor(19.0276, device='cuda:0') (tensor(8.9102, device='cuda:0')) | > loss_gen: 2.703625440597534 (2.484218229221392) | > loss_kl: 2.0524027347564697 (1.9755671401567096) | > loss_feat: 7.001068592071533 (7.00575462172303) | > loss_mel: 17.33029556274414 (17.624119263661058) | > loss_duration: 1.9668320417404175 (2.0056747092476375) | > loss_1: 31.054222106933594 (31.09533387196215) | > grad_norm_1: tensor(226.6124, device='cuda:0') (tensor(99.8180, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3719 (0.3687046962448313) | > loader_time: 0.0035 (0.0034733633451823945)  --> TIME: 2024-06-11 17:50:24 -- STEP: 104/330 -- GLOBAL_STEP: 287425 | > loss_disc: 2.2883434295654297 (2.348161967901083) | > loss_disc_real_0: 0.1259261965751648 (0.10971020613438807) | > loss_disc_real_1: 0.2083136886358261 (0.1978291836209022) | > loss_disc_real_2: 0.20944827795028687 (0.209289675578475) | > loss_disc_real_3: 0.23842334747314453 (0.22885410057810637) | > loss_disc_real_4: 0.2363397479057312 (0.2324457513884856) | > loss_disc_real_5: 0.2453060895204544 (0.22295140761595506) | > loss_0: 2.2883434295654297 (2.348161967901083) | > grad_norm_0: tensor(15.6008, device='cuda:0') (tensor(9.4014, device='cuda:0')) | > loss_gen: 2.645681142807007 (2.4934155367887936) | > loss_kl: 2.1330173015594482 (1.9758897354969611) | > loss_feat: 7.380090713500977 (7.019143746449397) | > loss_mel: 17.65898895263672 (17.60735722688527) | > loss_duration: 2.0452475547790527 (2.0076604703297978) | > loss_1: 31.863025665283203 (31.10346665749183) | > grad_norm_1: tensor(423.1119, device='cuda:0') (tensor(107.5616, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3678 (0.36900466909775365) | > loader_time: 0.0039 (0.0035767853260040283)  --> TIME: 2024-06-11 17:50:33 -- STEP: 129/330 -- GLOBAL_STEP: 287450 | > loss_disc: 2.3268914222717285 (2.357687550921772) | > loss_disc_real_0: 0.11832679808139801 (0.11127980752277744) | > loss_disc_real_1: 0.18896788358688354 (0.19810307499512222) | > loss_disc_real_2: 0.23577238619327545 (0.21080435673857845) | > loss_disc_real_3: 0.22529755532741547 (0.22985230109026267) | > loss_disc_real_4: 0.24520941078662872 (0.23153638008028962) | > loss_disc_real_5: 0.23451118171215057 (0.2241420814002207) | > loss_0: 2.3268914222717285 (2.357687550921772) | > grad_norm_0: tensor(22.0675, device='cuda:0') (tensor(11.3008, device='cuda:0')) | > loss_gen: 2.5962846279144287 (2.4834638861722724) | > loss_kl: 2.0615267753601074 (1.9832913459733474) | > loss_feat: 6.985012054443359 (6.9915820018265595) | > loss_mel: 17.8927059173584 (17.597148466479858) | > loss_duration: 1.9735640287399292 (2.0095235349596012) | > loss_1: 31.50909423828125 (31.06500921323318) | > grad_norm_1: tensor(186.9144, device='cuda:0') (tensor(126.1883, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3755 (0.36965228605640027) | > loader_time: 0.004 (0.003686396650565687)  --> TIME: 2024-06-11 17:50:43 -- STEP: 154/330 -- GLOBAL_STEP: 287475 | > loss_disc: 2.4736814498901367 (2.35914761679513) | > loss_disc_real_0: 0.0829818844795227 (0.11239537475751592) | > loss_disc_real_1: 0.17854973673820496 (0.19792969012028208) | > loss_disc_real_2: 0.2275170385837555 (0.2114394751268548) | > loss_disc_real_3: 0.2552173435688019 (0.22990162989922933) | > loss_disc_real_4: 0.23345588147640228 (0.23163975765565772) | > loss_disc_real_5: 0.24117383360862732 (0.22297375639537712) | > loss_0: 2.4736814498901367 (2.35914761679513) | > grad_norm_0: tensor(23.8120, device='cuda:0') (tensor(12.9998, device='cuda:0')) | > loss_gen: 2.5067226886749268 (2.4852428064717866) | > loss_kl: 1.8365505933761597 (1.98813863543721) | > loss_feat: 7.204102516174316 (6.996435490521518) | > loss_mel: 17.81397247314453 (17.59058796275745) | > loss_duration: 2.0142879486083984 (2.0125292655709504) | > loss_1: 31.37563705444336 (31.0729341506958) | > grad_norm_1: tensor(252.9364, device='cuda:0') (tensor(146.9994, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3691 (0.3707688226328268) | > loader_time: 0.0055 (0.0037807752559711407)  --> TIME: 2024-06-11 17:50:53 -- STEP: 179/330 -- GLOBAL_STEP: 287500 | > loss_disc: 2.392758846282959 (2.3656102518795588) | > loss_disc_real_0: 0.1131553202867508 (0.11457344402647551) | > loss_disc_real_1: 0.17987799644470215 (0.19796764068097375) | > loss_disc_real_2: 0.19865334033966064 (0.21223810298482798) | > loss_disc_real_3: 0.25650420784950256 (0.2299966464162539) | > loss_disc_real_4: 0.2736723721027374 (0.231471789699027) | > loss_disc_real_5: 0.2397395372390747 (0.22418889827901425) | > loss_0: 2.392758846282959 (2.3656102518795588) | > grad_norm_0: tensor(40.5749, device='cuda:0') (tensor(15.1770, device='cuda:0')) | > loss_gen: 2.4414892196655273 (2.480356406899138) | > loss_kl: 2.0433080196380615 (1.9867102380571418) | > loss_feat: 6.944029331207275 (6.9783722701685384) | > loss_mel: 17.493165969848633 (17.56320748782024) | > loss_duration: 2.074915885925293 (2.0183524059849742) | > loss_1: 30.996910095214844 (31.02699882890925) | > grad_norm_1: tensor(410.9270, device='cuda:0') (tensor(163.3859, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3919 (0.3721510724648418) | > loader_time: 0.0049 (0.0038542041565452875) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_287500.pth  --> TIME: 2024-06-11 17:51:07 -- STEP: 204/330 -- GLOBAL_STEP: 287525 | > loss_disc: 2.4722800254821777 (2.367506248109481) | > loss_disc_real_0: 0.19744446873664856 (0.11567013155595929) | > loss_disc_real_1: 0.1940441131591797 (0.1979928526516054) | > loss_disc_real_2: 0.19703564047813416 (0.21196846671256364) | > loss_disc_real_3: 0.222275510430336 (0.2300884862448655) | > loss_disc_real_4: 0.24736671149730682 (0.23157101270614885) | > loss_disc_real_5: 0.2221265584230423 (0.22421567799413905) | > loss_0: 2.4722800254821777 (2.367506248109481) | > grad_norm_0: tensor(30.4421, device='cuda:0') (tensor(17.4668, device='cuda:0')) | > loss_gen: 2.4751789569854736 (2.4843356398975147) | > loss_kl: 1.929370403289795 (1.986889589066599) | > loss_feat: 7.51976203918457 (6.993436245357289) | > loss_mel: 18.13177490234375 (17.53035507950127) | > loss_duration: 2.0197784900665283 (2.0254185486073584) | > loss_1: 32.07586669921875 (31.020435127557494) | > grad_norm_1: tensor(146.1346, device='cuda:0') (tensor(188.6561, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.3892 (0.3749707902179045) | > loader_time: 0.0047 (0.003981686105915145)  --> TIME: 2024-06-11 17:51:17 -- STEP: 229/330 -- GLOBAL_STEP: 287550 | > loss_disc: 2.4509174823760986 (2.368412608142504) | > loss_disc_real_0: 0.09086985141038895 (0.11555483930756431) | > loss_disc_real_1: 0.1912020593881607 (0.19816427726672725) | > loss_disc_real_2: 0.16499283909797668 (0.2116201775042771) | > loss_disc_real_3: 0.23507586121559143 (0.23014595174112695) | > loss_disc_real_4: 0.242880180478096 (0.23142636362381896) | > loss_disc_real_5: 0.22030077874660492 (0.2244177240081229) | > loss_0: 2.4509174823760986 (2.368412608142504) | > grad_norm_0: tensor(26.5398, device='cuda:0') (tensor(18.6357, device='cuda:0')) | > loss_gen: 2.21398663520813 (2.485888796602274) | > loss_kl: 2.016838550567627 (1.9861174837470574) | > loss_feat: 6.402069091796875 (6.998181055726963) | > loss_mel: 17.304323196411133 (17.498024819719724) | > loss_duration: 2.1298880577087402 (2.0340559654360777) | > loss_1: 30.067106246948242 (31.002268112382513) | > grad_norm_1: tensor(202.7527, device='cuda:0') (tensor(200.9510, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.4225 (0.37845784920271835) | > loader_time: 0.0055 (0.004108140562299036)  --> TIME: 2024-06-11 17:51:28 -- STEP: 254/330 -- GLOBAL_STEP: 287575 | > loss_disc: 2.3495640754699707 (2.3705504944944016) | > loss_disc_real_0: 0.141591876745224 (0.116759606087067) | > loss_disc_real_1: 0.18953989446163177 (0.19870267597239788) | > loss_disc_real_2: 0.1992882788181305 (0.21156788863769665) | > loss_disc_real_3: 0.20128022134304047 (0.22950399174230304) | > loss_disc_real_4: 0.2183976024389267 (0.23141680575731233) | > loss_disc_real_5: 0.23177359998226166 (0.22475746825454743) | > loss_0: 2.3495640754699707 (2.3705504944944016) | > grad_norm_0: tensor(27.9340, device='cuda:0') (tensor(18.7603, device='cuda:0')) | > loss_gen: 2.574711322784424 (2.4809733169285333) | > loss_kl: 2.1068027019500732 (1.987440643817421) | > loss_feat: 7.118917465209961 (6.991425275802612) | > loss_mel: 16.952035903930664 (17.467966470192717) | > loss_duration: 2.073103904724121 (2.041007299592176) | > loss_1: 30.825572967529297 (30.968812987560362) | > grad_norm_1: tensor(288.3106, device='cuda:0') (tensor(199.7699, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.4342 (0.38315333250000727) | > loader_time: 0.0057 (0.00423589841587337)  --> TIME: 2024-06-11 17:51:39 -- STEP: 279/330 -- GLOBAL_STEP: 287600 | > loss_disc: 2.364391803741455 (2.3741096817891663) | > loss_disc_real_0: 0.06221884489059448 (0.11779095390043806) | > loss_disc_real_1: 0.20088745653629303 (0.19901020643318001) | > loss_disc_real_2: 0.16628779470920563 (0.21204669180736752) | > loss_disc_real_3: 0.21478544175624847 (0.22989714028160205) | > loss_disc_real_4: 0.207590714097023 (0.23125932421735537) | > loss_disc_real_5: 0.23555636405944824 (0.22466164202459393) | > loss_0: 2.364391803741455 (2.3741096817891663) | > grad_norm_0: tensor(28.0015, device='cuda:0') (tensor(19.8949, device='cuda:0')) | > loss_gen: 2.3975110054016113 (2.4755001563752423) | > loss_kl: 2.006387948989868 (1.9925212655016171) | > loss_feat: 8.004173278808594 (6.998034613961386) | > loss_mel: 17.578031539916992 (17.450959106499987) | > loss_duration: 2.142299175262451 (2.050536903001929) | > loss_1: 32.12840270996094 (30.967552014149216) | > grad_norm_1: tensor(359.0163, device='cuda:0') (tensor(211.6617, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.4503 (0.3886093512230879) | > loader_time: 0.0064 (0.004391535208643978)  --> TIME: 2024-06-11 17:51:51 -- STEP: 304/330 -- GLOBAL_STEP: 287625 | > loss_disc: 2.192847728729248 (2.3732212687793535) | > loss_disc_real_0: 0.14662513136863708 (0.11901121189523685) | > loss_disc_real_1: 0.17002516984939575 (0.19955361134519708) | > loss_disc_real_2: 0.20137476921081543 (0.21191954784291364) | > loss_disc_real_3: 0.2134697288274765 (0.22997466435557917) | > loss_disc_real_4: 0.18865294754505157 (0.2307348129780669) | > loss_disc_real_5: 0.17412643134593964 (0.22423999006614873) | > loss_0: 2.192847728729248 (2.3732212687793535) | > grad_norm_0: tensor(23.1601, device='cuda:0') (tensor(22.4747, device='cuda:0')) | > loss_gen: 2.7287449836730957 (2.482224595389868) | > loss_kl: 2.1328673362731934 (1.997200025931785) | > loss_feat: 8.218263626098633 (7.020076837978865) | > loss_mel: 16.657875061035156 (17.40672043122742) | > loss_duration: 2.2014639377593994 (2.0613385042861894) | > loss_1: 31.9392147064209 (30.967560372854535) | > grad_norm_1: tensor(407.5745, device='cuda:0') (tensor(233.0789, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 0.4645 (0.3947577186320959) | > loader_time: 0.0073 (0.004565994990499397)  --> TIME: 2024-06-11 17:52:19 -- STEP: 329/330 -- GLOBAL_STEP: 287650 | > loss_disc: 2.3801944255828857 (2.3760461350704776) | > loss_disc_real_0: 0.18109475076198578 (0.12006801148270764) | > loss_disc_real_1: 0.20628730952739716 (0.19953699636423117) | > loss_disc_real_2: 0.21489925682544708 (0.21204922432051612) | > loss_disc_real_3: 0.2122049331665039 (0.23009930618990518) | > loss_disc_real_4: 0.2124832570552826 (0.2305653487929457) | > loss_disc_real_5: 0.22532883286476135 (0.22443516452805248) | > loss_0: 2.3801944255828857 (2.3760461350704776) | > grad_norm_0: tensor(16.7400, device='cuda:0') (tensor(23.5452, device='cuda:0')) | > loss_gen: 2.5485987663269043 (2.4870545972806704) | > loss_kl: 2.1620171070098877 (2.003393463813064) | > loss_feat: 11.774149894714355 (7.123063462845822) | > loss_mel: 17.80303382873535 (17.37569010946163) | > loss_duration: 2.2919921875 (2.0757388224355373) | > loss_1: 36.57979202270508 (31.064940438082154) | > grad_norm_1: tensor(375.6917, device='cuda:0') (tensor(250.4700, device='cuda:0')) | > current_lr_0: 0.0001854550709156813 | > current_lr_1: 0.0001854550709156813 | > step_time: 14.4527 (0.4496341005284735) | > loader_time: 0.0329 (0.004983104108677085)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4557759761810303 (2.4557759761810303) | > loss_disc_real_0: 0.11538372188806534 (0.11538372188806534) | > loss_disc_real_1: 0.2505975663661957 (0.2505975663661957) | > loss_disc_real_2: 0.2195666879415512 (0.2195666879415512) | > loss_disc_real_3: 0.221131831407547 (0.221131831407547) | > loss_disc_real_4: 0.25627601146698 (0.25627601146698) | > loss_disc_real_5: 0.2777789533138275 (0.2777789533138275) | > loss_0: 2.4557759761810303 (2.4557759761810303) | > loss_gen: 2.2972536087036133 (2.2972536087036133) | > loss_kl: 2.653595447540283 (2.653595447540283) | > loss_feat: 6.222904682159424 (6.222904682159424) | > loss_mel: 16.620437622070312 (16.620437622070312) | > loss_duration: 3.0738158226013184 (3.0738158226013184) | > loss_1: 30.868005752563477 (30.868005752563477)  --> STEP: 1 | > loss_disc: 2.395458221435547 (2.395458221435547) | > loss_disc_real_0: 0.109972283244133 (0.109972283244133) | > loss_disc_real_1: 0.1356278657913208 (0.1356278657913208) | > loss_disc_real_2: 0.19462767243385315 (0.19462767243385315) | > loss_disc_real_3: 0.23257708549499512 (0.23257708549499512) | > loss_disc_real_4: 0.22869792580604553 (0.22869792580604553) | > loss_disc_real_5: 0.24480906128883362 (0.24480906128883362) | > loss_0: 2.395458221435547 (2.395458221435547) | > loss_gen: 2.222158670425415 (2.222158670425415) | > loss_kl: 2.773643970489502 (2.773643970489502) | > loss_feat: 5.875271320343018 (5.875271320343018) | > loss_mel: 16.826562881469727 (16.826562881469727) | > loss_duration: 2.3961856365203857 (2.3961856365203857) | > loss_1: 30.093822479248047 (30.093822479248047)  --> STEP: 2 | > loss_disc: 2.3583173751831055 (2.376887798309326) | > loss_disc_real_0: 0.12089793384075165 (0.11543510854244232) | > loss_disc_real_1: 0.2738361954689026 (0.2047320306301117) | > loss_disc_real_2: 0.2658042907714844 (0.23021598160266876) | > loss_disc_real_3: 0.22627978026866913 (0.22942843288183212) | > loss_disc_real_4: 0.2406017929315567 (0.23464985936880112) | > loss_disc_real_5: 0.30258747935295105 (0.27369827032089233) | > loss_0: 2.3583173751831055 (2.376887798309326) | > loss_gen: 2.567514419555664 (2.3948365449905396) | > loss_kl: 3.6420085430145264 (3.207826256752014) | > loss_feat: 5.443583011627197 (5.659427165985107) | > loss_mel: 18.751676559448242 (17.789119720458984) | > loss_duration: 2.563605785369873 (2.4798957109451294) | > loss_1: 32.968387603759766 (31.531105041503906)  --> STEP: 3 | > loss_disc: 2.3216440677642822 (2.358473221460978) | > loss_disc_real_0: 0.10826492309570312 (0.1130450467268626) | > loss_disc_real_1: 0.10855336487293243 (0.1726724753777186) | > loss_disc_real_2: 0.22844335436820984 (0.22962510585784912) | > loss_disc_real_3: 0.2682267427444458 (0.24236120283603668) | > loss_disc_real_4: 0.2726636826992035 (0.24732113381226858) | > loss_disc_real_5: 0.24688778817653656 (0.26476144293944043) | > loss_0: 2.3216440677642822 (2.358473221460978) | > loss_gen: 2.3352396488189697 (2.3749709129333496) | > loss_kl: 3.4796931743621826 (3.2984485626220703) | > loss_feat: 6.194540023803711 (5.837798118591309) | > loss_mel: 19.05757713317871 (18.211938858032227) | > loss_duration: 2.3673901557922363 (2.4423938592274985) | > loss_1: 33.43444061279297 (32.165550231933594)  --> STEP: 4 | > loss_disc: 2.5416009426116943 (2.4042551517486572) | > loss_disc_real_0: 0.165096715092659 (0.1260579638183117) | > loss_disc_real_1: 0.33060386776924133 (0.2121553234755993) | > loss_disc_real_2: 0.32564860582351685 (0.25363098084926605) | > loss_disc_real_3: 0.26695823669433594 (0.2485104613006115) | > loss_disc_real_4: 0.19354023039340973 (0.23387590795755386) | > loss_disc_real_5: 0.2738131284713745 (0.26702436432242393) | > loss_0: 2.5416009426116943 (2.4042551517486572) | > loss_gen: 2.4831531047821045 (2.4020164608955383) | > loss_kl: 2.9485838413238525 (3.210982382297516) | > loss_feat: 6.23684024810791 (5.937558650970459) | > loss_mel: 17.314960479736328 (17.987694263458252) | > loss_duration: 2.3316547870635986 (2.4147090911865234) | > loss_1: 31.31519317626953 (31.952960968017578)  --> STEP: 5 | > loss_disc: 2.1920175552368164 (2.361807632446289) | > loss_disc_real_0: 0.10371345281600952 (0.12158906161785125) | > loss_disc_real_1: 0.18161867558956146 (0.20604799389839173) | > loss_disc_real_2: 0.19719330966472626 (0.2423434466123581) | > loss_disc_real_3: 0.18989954888820648 (0.2367882788181305) | > loss_disc_real_4: 0.17624886333942413 (0.22235049903392792) | > loss_disc_real_5: 0.1889898031949997 (0.2514174520969391) | > loss_0: 2.1920175552368164 (2.361807632446289) | > loss_gen: 2.183136224746704 (2.3582404136657713) | > loss_kl: 2.5601091384887695 (3.0808077335357664) | > loss_feat: 6.3321051597595215 (6.016467952728272) | > loss_mel: 18.553590774536133 (18.10087356567383) | > loss_duration: 2.3830718994140625 (2.4083816528320314) | > loss_1: 32.01201248168945 (31.964771270751953)  --> STEP: 6 | > loss_disc: 2.4206302165985107 (2.371611396471659) | > loss_disc_real_0: 0.11376499384641647 (0.12028505032261212) | > loss_disc_real_1: 0.20552515983581543 (0.20596085488796234) | > loss_disc_real_2: 0.23314282298088074 (0.2408100093404452) | > loss_disc_real_3: 0.2592298090457916 (0.240528533856074) | > loss_disc_real_4: 0.28479012846946716 (0.23275710393985113) | > loss_disc_real_5: 0.26182249188423157 (0.25315162539482117) | > loss_0: 2.4206302165985107 (2.371611396471659) | > loss_gen: 2.4505748748779297 (2.3736294905344644) | > loss_kl: 3.212110757827759 (3.102691570917765) | > loss_feat: 5.751245021820068 (5.972264130910237) | > loss_mel: 17.894962310791016 (18.06655502319336) | > loss_duration: 2.199537515640259 (2.3735742966334024) | > loss_1: 31.50843048095703 (31.8887144724528)  --> STEP: 7 | > loss_disc: 2.295151710510254 (2.3606885841914584) | > loss_disc_real_0: 0.1298336386680603 (0.12164913437196187) | > loss_disc_real_1: 0.24620023369789124 (0.21170933757509505) | > loss_disc_real_2: 0.21224215626716614 (0.2367288874728339) | > loss_disc_real_3: 0.2759098410606384 (0.24558300631386892) | > loss_disc_real_4: 0.2534685432910919 (0.23571588099002838) | > loss_disc_real_5: 0.29457777738571167 (0.2590696471078055) | > loss_0: 2.295151710510254 (2.3606885841914584) | > loss_gen: 2.8667619228363037 (2.4440769808632985) | > loss_kl: 3.713120460510254 (3.1898956980024065) | > loss_feat: 7.235113143920898 (6.152671132768903) | > loss_mel: 18.785011291503906 (18.16919163295201) | > loss_duration: 2.5075061321258545 (2.392707415989467) | > loss_1: 35.107513427734375 (32.348542894635884)  --> STEP: 8 | > loss_disc: 2.495129108428955 (2.3774936497211456) | > loss_disc_real_0: 0.16348153352737427 (0.12687818426638842) | > loss_disc_real_1: 0.2474515438079834 (0.21617711335420609) | > loss_disc_real_2: 0.26310741901397705 (0.2400262039154768) | > loss_disc_real_3: 0.2952733039855957 (0.2517942935228348) | > loss_disc_real_4: 0.2389192283153534 (0.236116299405694) | > loss_disc_real_5: 0.22050884366035461 (0.25424954667687416) | > loss_0: 2.495129108428955 (2.3774936497211456) | > loss_gen: 2.455878257751465 (2.4455521404743195) | > loss_kl: 3.160006284713745 (3.186159521341324) | > loss_feat: 7.869741439819336 (6.3673049211502075) | > loss_mel: 16.523601531982422 (17.96349287033081) | > loss_duration: 2.3341636657714844 (2.3853894472122192) | > loss_1: 32.34339141845703 (32.347898960113525)  --> STEP: 9 | > loss_disc: 2.411677837371826 (2.3812918927934437) | > loss_disc_real_0: 0.23437818884849548 (0.13882262921995586) | > loss_disc_real_1: 0.15467895567417145 (0.20934398472309113) | > loss_disc_real_2: 0.3101983368396759 (0.24782310757372114) | > loss_disc_real_3: 0.2409583479166031 (0.2505902995665868) | > loss_disc_real_4: 0.22283299267292023 (0.23464037643538582) | > loss_disc_real_5: 0.2838652431964874 (0.25754017962349784) | > loss_0: 2.411677837371826 (2.3812918927934437) | > loss_gen: 2.649383306503296 (2.4682000478108725) | > loss_kl: 2.8884854316711426 (3.1530846224890814) | > loss_feat: 9.49001407623291 (6.7142726050482855) | > loss_mel: 18.786266326904297 (18.05491214328342) | > loss_duration: 2.2011184692382812 (2.364914894104004) | > loss_1: 36.01526641845703 (32.7553842332628)  --> STEP: 10 | > loss_disc: 2.788463830947876 (2.422009086608887) | > loss_disc_real_0: 0.27288782596588135 (0.15222914889454842) | > loss_disc_real_1: 0.3056979179382324 (0.21897937804460527) | > loss_disc_real_2: 0.291300505399704 (0.25217084735631945) | > loss_disc_real_3: 0.30462294816970825 (0.25599356442689897) | > loss_disc_real_4: 0.3152179718017578 (0.242698135972023) | > loss_disc_real_5: 0.31499457359313965 (0.26328561902046205) | > loss_0: 2.788463830947876 (2.422009086608887) | > loss_gen: 2.472189426422119 (2.468598985671997) | > loss_kl: 2.906766176223755 (3.128452777862549) | > loss_feat: 4.163211822509766 (6.459166526794434) | > loss_mel: 14.615824699401855 (17.711003398895265) | > loss_duration: 2.372166633605957 (2.365640068054199) | > loss_1: 26.53015899658203 (32.13286170959473)  --> STEP: 11 | > loss_disc: 2.61374831199646 (2.4394399252804844) | > loss_disc_real_0: 0.1385248899459839 (0.15098330717195163) | > loss_disc_real_1: 0.2172781378030777 (0.21882471984083002) | > loss_disc_real_2: 0.28257209062576294 (0.2549345967444507) | > loss_disc_real_3: 0.3073108196258545 (0.26065876944498584) | > loss_disc_real_4: 0.27584758400917053 (0.24571172215721823) | > loss_disc_real_5: 0.2990141212940216 (0.2665336646816947) | > loss_0: 2.61374831199646 (2.4394399252804844) | > loss_gen: 2.4378650188446045 (2.4658049886876885) | > loss_kl: 3.9712724685668945 (3.205072749744762) | > loss_feat: 5.53917932510376 (6.375531326640736) | > loss_mel: 17.10133171081543 (17.655578699978914) | > loss_duration: 2.477714776992798 (2.375828677957708) | > loss_1: 31.527362823486328 (32.07781635631215)  --> STEP: 12 | > loss_disc: 2.435699939727783 (2.439128259817759) | > loss_disc_real_0: 0.1345500946044922 (0.14961387279133) | > loss_disc_real_1: 0.2398729771375656 (0.22057874128222466) | > loss_disc_real_2: 0.2976655960083008 (0.25849551334977156) | > loss_disc_real_3: 0.2329481691122055 (0.25834955275058746) | > loss_disc_real_4: 0.21135498583316803 (0.24284866079688072) | > loss_disc_real_5: 0.2321423888206482 (0.2636677250266075) | > loss_0: 2.435699939727783 (2.439128259817759) | > loss_gen: 2.5512704849243164 (2.4729271133740744) | > loss_kl: 1.9928499460220337 (3.104054182767868) | > loss_feat: 6.8454999923706055 (6.414695382118225) | > loss_mel: 18.09900665283203 (17.692531029383343) | > loss_duration: 2.3167591094970703 (2.3709062139193215) | > loss_1: 31.805387496948242 (32.05511395136516)  --> STEP: 13 | > loss_disc: 2.5734915733337402 (2.4494638993189883) | > loss_disc_real_0: 0.14991386234760284 (0.14963694891104332) | > loss_disc_real_1: 0.20672035217285156 (0.2195127113507344) | > loss_disc_real_2: 0.3736707866191864 (0.26735514975511115) | > loss_disc_real_3: 0.2526874244213104 (0.2579140044175662) | > loss_disc_real_4: 0.2474723905324936 (0.2432043323150048) | > loss_disc_real_5: 0.24133862555027008 (0.26195010198996616) | > loss_0: 2.5734915733337402 (2.4494638993189883) | > loss_gen: 2.3880763053894043 (2.4664001281444845) | > loss_kl: 3.098848342895508 (3.1036537335469174) | > loss_feat: 7.4131574630737305 (6.491500157576341) | > loss_mel: 17.51931381225586 (17.67920662806584) | > loss_duration: 2.2754156589508057 (2.3635607866140513) | > loss_1: 32.6948127746582 (32.10432155315693)  --> STEP: 14 | > loss_disc: 2.453388214111328 (2.4497442075184415) | > loss_disc_real_0: 0.1258535385131836 (0.14793813388262475) | > loss_disc_real_1: 0.21171091496944427 (0.21895544018064225) | > loss_disc_real_2: 0.2790510356426239 (0.2681905701756478) | > loss_disc_real_3: 0.24596743285655975 (0.2570606778774943) | > loss_disc_real_4: 0.18288642168045044 (0.23889591012682235) | > loss_disc_real_5: 0.19387882947921753 (0.25708786823919844) | > loss_0: 2.453388214111328 (2.4497442075184415) | > loss_gen: 2.278899669647217 (2.453007238251822) | > loss_kl: 3.5292179584503174 (3.1340511781828746) | > loss_feat: 6.4460554122924805 (6.488254104341779) | > loss_mel: 18.634836196899414 (17.747465882982528) | > loss_duration: 2.4135708808898926 (2.367132936205183) | > loss_1: 33.302581787109375 (32.18991156986782)  --> STEP: 15 | > loss_disc: 2.2200798988342285 (2.4344332536061604) | > loss_disc_real_0: 0.12090110778808594 (0.14613566547632217) | > loss_disc_real_1: 0.1540822833776474 (0.21463056306044262) | > loss_disc_real_2: 0.19977977871894836 (0.2636298507452012) | > loss_disc_real_3: 0.25907889008522034 (0.25719522535800937) | > loss_disc_real_4: 0.13241897523403168 (0.2317974478006363) | > loss_disc_real_5: 0.17326460778713226 (0.25149965087572734) | > loss_0: 2.2200798988342285 (2.4344332536061604) | > loss_gen: 2.3554346561431885 (2.4465023994445803) | > loss_kl: 3.404134511947632 (3.1520567337671914) | > loss_feat: 9.16512393951416 (6.666712093353271) | > loss_mel: 18.11689567565918 (17.772094535827637) | > loss_duration: 2.313796281814575 (2.363577159245809) | > loss_1: 35.355384826660156 (32.40094312032064)  --> STEP: 16 | > loss_disc: 2.577313184738159 (2.4433632493019104) | > loss_disc_real_0: 0.18294019997119904 (0.14843594888225198) | > loss_disc_real_1: 0.23543813824653625 (0.21593103650957346) | > loss_disc_real_2: 0.32193636894226074 (0.2672740081325174) | > 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(0.24875659451765172) | > loss_0: 2.4462451934814453 (2.443532775430118) | > loss_gen: 2.311892032623291 (2.4318399990306183) | > loss_kl: 2.5441880226135254 (3.110056435360628) | > loss_feat: 5.546024799346924 (6.633602394777186) | > loss_mel: 17.070100784301758 (17.553702017840216) | > loss_duration: 2.486361265182495 (2.3738811997806324) | > loss_1: 29.95856475830078 (32.10308209587546)  --> STEP: 18 | > loss_disc: 2.225036144256592 (2.4313940736982556) | > loss_disc_real_0: 0.10417413711547852 (0.14760706366764176) | > loss_disc_real_1: 0.08870963752269745 (0.20726941857073042) | > loss_disc_real_2: 0.22344475984573364 (0.2629873942997721) | > loss_disc_real_3: 0.21008944511413574 (0.2565153009361691) | > loss_disc_real_4: 0.15861229598522186 (0.22788712133963904) | > loss_disc_real_5: 0.13449954986572266 (0.2424089809258779) | > loss_0: 2.225036144256592 (2.4313940736982556) | > loss_gen: 2.5779690742492676 (2.43995828098721) | > loss_kl: 2.244844675064087 (3.0619891153441534) | > 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34.61627197265625 (32.43556514539217)  --> STEP: 20 | > loss_disc: 2.3462414741516113 (2.4241382837295533) | > loss_disc_real_0: 0.10253837704658508 (0.14349857904016972) | > loss_disc_real_1: 0.2172461599111557 (0.20756767317652702) | > loss_disc_real_2: 0.256193071603775 (0.2638479612767697) | > loss_disc_real_3: 0.2315656542778015 (0.25589109808206556) | > loss_disc_real_4: 0.20398196578025818 (0.2255878247320652) | > loss_disc_real_5: 0.19847728312015533 (0.239753657579422) | > loss_0: 2.3462414741516113 (2.4241382837295533) | > loss_gen: 2.474483013153076 (2.4432499527931215) | > loss_kl: 2.953369140625 (3.027366453409195) | > loss_feat: 6.547281742095947 (7.003533029556275) | > loss_mel: 19.097583770751953 (17.646060514450074) | > loss_duration: 2.3372461795806885 (2.364075040817261) | > loss_1: 33.40996551513672 (32.48428516387939)  --> STEP: 21 | > loss_disc: 2.41691255569458 (2.4237942014421736) | > loss_disc_real_0: 0.09743915498256683 (0.1413052731326648) | > loss_disc_real_1: 0.2622281610965729 (0.21017055355367206) | > loss_disc_real_2: 0.2159203290939331 (0.261565693077587) | > loss_disc_real_3: 0.2827697992324829 (0.2571710362320855) | > loss_disc_real_4: 0.22697989642620087 (0.22565411386035739) | > loss_disc_real_5: 0.21958960592746735 (0.23879346464361464) | > loss_0: 2.41691255569458 (2.4237942014421736) | > loss_gen: 2.2633724212646484 (2.4346843560536704) | > loss_kl: 2.292600631713867 (2.9923776047570363) | > loss_feat: 5.964081764221191 (6.954035350254604) | > loss_mel: 15.733844757080078 (17.55500262124198) | > loss_duration: 2.199134111404419 (2.3562207108452204) | > loss_1: 28.453035354614258 (32.29232088724772)  --> STEP: 22 | > loss_disc: 2.2249057292938232 (2.4147538163445215) | > loss_disc_real_0: 0.12577331066131592 (0.14059927483851256) | > loss_disc_real_1: 0.196492999792099 (0.20954884656450964) | > loss_disc_real_2: 0.2528040111064911 (0.26116743480617355) | > loss_disc_real_3: 0.19813095033168793 (0.2544873959638856) | > loss_disc_real_4: 0.19938883185386658 (0.22446023740551688) | > loss_disc_real_5: 0.24972334504127502 (0.23929027738896283) | > loss_0: 2.2249057292938232 (2.4147538163445215) | > loss_gen: 2.6559622287750244 (2.444742441177368) | > loss_kl: 2.0988383293151855 (2.951762183146043) | > loss_feat: 7.44009256362915 (6.976128859953447) | > loss_mel: 17.70206642150879 (17.561687339435924) | > loss_duration: 2.223912239074707 (2.350206689401106) | > loss_1: 32.120872497558594 (32.28452777862549)  --> STEP: 23 | > loss_disc: 2.359950304031372 (2.412371054939602) | > loss_disc_real_0: 0.14905115962028503 (0.14096674808989396) | > loss_disc_real_1: 0.2003321647644043 (0.2091481212688529) | > loss_disc_real_2: 0.2498822808265686 (0.26067677593749505) | > loss_disc_real_3: 0.2683132588863373 (0.2550885204387748) | > loss_disc_real_4: 0.2852761447429657 (0.22710440728975378) | > loss_disc_real_5: 0.2565252184867859 (0.24003962265408557) | > loss_0: 2.359950304031372 (2.412371054939602) | > loss_gen: 2.6011159420013428 (2.4515412890392803) | > loss_kl: 2.7135202884674072 (2.941403839899146) | > loss_feat: 5.990224838256836 (6.9332634677057685) | > loss_mel: 17.32274627685547 (17.5512985975846) | > loss_duration: 2.31061053276062 (2.348485117373259) | > loss_1: 30.938217163085938 (32.225992534471594)  --> STEP: 24 | > loss_disc: 2.290879487991333 (2.4073089063167576) | > loss_disc_real_0: 0.17227579653263092 (0.142271291775008) | > loss_disc_real_1: 0.22571097314357758 (0.20983824009696642) | > loss_disc_real_2: 0.23821936547756195 (0.2597410505016645) | > loss_disc_real_3: 0.2825474441051483 (0.256232642258207) | > loss_disc_real_4: 0.2749274671077728 (0.22909703478217125) | > loss_disc_real_5: 0.2435942441225052 (0.2401877318819364) | > loss_0: 2.290879487991333 (2.4073089063167576) | > loss_gen: 2.8544085025787354 (2.4683274229367576) | > loss_kl: 2.6641685962677 (2.9298523714145026) | > loss_feat: 6.467297077178955 (6.913848201433818) | > loss_mel: 18.21047019958496 (17.578764081001285) | > loss_duration: 2.435973644256592 (2.3521304726600643) | > loss_1: 32.63231658935547 (32.24292270342509)  --> STEP: 25 | > loss_disc: 2.556333541870117 (2.413269891738892) | > loss_disc_real_0: 0.12349449098110199 (0.14152021974325177) | > loss_disc_real_1: 0.18361616134643555 (0.2087893569469452) | > loss_disc_real_2: 0.26904287934303284 (0.26011312365531924) | > loss_disc_real_3: 0.23026719689369202 (0.2551940244436264) | > loss_disc_real_4: 0.187049001455307 (0.22741511344909668) | > loss_disc_real_5: 0.19749318063259125 (0.23847994983196258) | > loss_0: 2.556333541870117 (2.413269891738892) | > loss_gen: 2.015700578689575 (2.45022234916687) | > loss_kl: 2.807662010192871 (2.9249647569656374) | > loss_feat: 6.985658645629883 (6.91672061920166) | > loss_mel: 16.230350494384766 (17.524827537536627) | > loss_duration: 2.4194998741149902 (2.354825248718261) | > loss_1: 30.458871841430664 (32.17156066894531)  --> STEP: 26 | > loss_disc: 2.471580982208252 (2.4155126259877138) | > loss_disc_real_0: 0.15699534118175507 (0.14211541672165573) | > loss_disc_real_1: 0.1916920244693756 (0.20813176723626944) | > loss_disc_real_2: 0.1975182592868805 (0.2577056288719178) | > loss_disc_real_3: 0.33052515983581543 (0.2580913758048644) | > loss_disc_real_4: 0.2849515974521637 (0.22962805514152235) | > loss_disc_real_5: 0.30189070105552673 (0.24091882487902275) | > loss_0: 2.471580982208252 (2.4155126259877138) | > loss_gen: 2.407423496246338 (2.4485762394391575) | > loss_kl: 2.520782709121704 (2.9094192935870242) | > loss_feat: 10.070932388305664 (7.038036456474891) | > loss_mel: 18.81684684753418 (17.57452058792115) | > loss_duration: 2.3144214153289795 (2.3532712551263657) | > loss_1: 36.130409240722656 (32.32382407555213) --> EVAL PERFORMANCE | > avg_loader_time: 0.002569143588726337 (+9.070909940279374e-05) | > avg_loss_disc: 2.4155126259877138 (-0.03010454544654184) | > avg_loss_disc_real_0: 0.14211541672165573 (+0.0254963415746505) | > avg_loss_disc_real_1: 0.20813176723626944 (-0.05741331783624801) | > avg_loss_disc_real_2: 0.2577056288719178 (-0.003061714080663802) | > avg_loss_disc_real_3: 0.2580913758048644 (-0.0005705287823310479) | > avg_loss_disc_real_4: 0.22962805514152235 (+0.017200138706427365) | > avg_loss_disc_real_5: 0.24091882487902275 (-0.0019525117599047404) | > avg_loss_0: 2.4155126259877138 (-0.03010454544654184) | > avg_loss_gen: 2.4485762394391575 (-0.006000821407025292) | > avg_loss_kl: 2.9094192935870242 (-0.019925690614260194) | > avg_loss_feat: 7.038036456474891 (+0.20868813074552062) | > avg_loss_mel: 17.57452058792115 (-0.2806001076331448) | > avg_loss_duration: 2.3532712551263657 (+0.0323869265042811) | > avg_loss_1: 32.32382407555213 (-0.06545154864971181)  > EPOCH: 605/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:52:25)   --> TIME: 2024-06-11 17:52:36 -- STEP: 24/330 -- GLOBAL_STEP: 287675 | > loss_disc: 2.362198829650879 (2.314171512921651) | > loss_disc_real_0: 0.08390773087739944 (0.10107973217964172) | > loss_disc_real_1: 0.19393189251422882 (0.19337309089799723) | > loss_disc_real_2: 0.18454353511333466 (0.20985352620482445) | > loss_disc_real_3: 0.23051609098911285 (0.22588476290305456) | > loss_disc_real_4: 0.22198091447353363 (0.2285155194501082) | > loss_disc_real_5: 0.22010819613933563 (0.2230011417220036) | > loss_0: 2.362198829650879 (2.314171512921651) | > grad_norm_0: tensor(5.0330, device='cuda:0') (tensor(9.8367, device='cuda:0')) | > loss_gen: 2.4361093044281006 (2.4926635921001434) | > loss_kl: 1.9644622802734375 (1.908989742398262) | > loss_feat: 7.1504292488098145 (6.947093069553375) | > loss_mel: 17.22198486328125 (17.767918189366657) | > loss_duration: 1.9608203172683716 (2.051969443758329) | > loss_1: 30.733806610107422 (31.16863441467285) | > grad_norm_1: tensor(58.6083, device='cuda:0') (tensor(95.8929, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.353 (0.3654913306236267) | > loader_time: 0.0037 (0.003487934668858846)  --> TIME: 2024-06-11 17:52:45 -- STEP: 49/330 -- GLOBAL_STEP: 287700 | > loss_disc: 2.312506914138794 (2.3318991174503254) | > loss_disc_real_0: 0.10729590803384781 (0.10737974090235573) | > loss_disc_real_1: 0.2258768379688263 (0.19601319912745027) | > loss_disc_real_2: 0.21499840915203094 (0.21154431268876914) | > loss_disc_real_3: 0.21614563465118408 (0.22731174042030255) | > loss_disc_real_4: 0.19841386377811432 (0.2284631403733273) | > loss_disc_real_5: 0.18686839938163757 (0.22069426671582826) | > loss_0: 2.312506914138794 (2.3318991174503254) | > grad_norm_0: tensor(6.3160, device='cuda:0') (tensor(9.1459, device='cuda:0')) | > loss_gen: 2.383803367614746 (2.479294820707672) | > loss_kl: 1.845943808555603 (1.9306895684222787) | > loss_feat: 7.130568027496338 (7.02111510841214) | > loss_mel: 17.19852638244629 (17.7086854662214) | > loss_duration: 1.9252238273620605 (2.0146616502683985) | > loss_1: 30.484066009521484 (31.154446932734274) | > grad_norm_1: tensor(81.1317, device='cuda:0') (tensor(87.1803, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.3524 (0.3658418801366066) | > loader_time: 0.0032 (0.003535698871223294)  --> TIME: 2024-06-11 17:52:54 -- STEP: 74/330 -- GLOBAL_STEP: 287725 | > loss_disc: 2.3409879207611084 (2.3342943964777776) | > loss_disc_real_0: 0.10678169876337051 (0.1074590064786576) | > loss_disc_real_1: 0.23216082155704498 (0.1971501158298673) | > loss_disc_real_2: 0.24515457451343536 (0.2100340746141769) | > loss_disc_real_3: 0.23862074315547943 (0.22893709769925555) | > loss_disc_real_4: 0.2473534494638443 (0.23027558302557147) | > loss_disc_real_5: 0.24148839712142944 (0.22041018347482424) | > loss_0: 2.3409879207611084 (2.3342943964777776) | > grad_norm_0: tensor(4.8989, device='cuda:0') (tensor(8.7793, device='cuda:0')) | > loss_gen: 2.6029844284057617 (2.4888281983298226) | > loss_kl: 2.0294666290283203 (1.9515144937747233) | > loss_feat: 7.5074334144592285 (7.0769731031881795) | > loss_mel: 17.749372482299805 (17.677610861288535) | > loss_duration: 1.9161429405212402 (2.0019386910103454) | > loss_1: 31.80539894104004 (31.196865519961797) | > grad_norm_1: tensor(99.4544, device='cuda:0') (tensor(85.4107, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.3626 (0.36468585117443186) | > loader_time: 0.0034 (0.003560169323070629)  --> TIME: 2024-06-11 17:53:03 -- STEP: 99/330 -- GLOBAL_STEP: 287750 | > loss_disc: 2.279540538787842 (2.3332121998372717) | > loss_disc_real_0: 0.09038741886615753 (0.10833202452972682) | > loss_disc_real_1: 0.20409274101257324 (0.19693142160622765) | > loss_disc_real_2: 0.24584031105041504 (0.20976931880218813) | > loss_disc_real_3: 0.2385255992412567 (0.2273497831339788) | > loss_disc_real_4: 0.22820700705051422 (0.23051373178910728) | > loss_disc_real_5: 0.22626042366027832 (0.22056534344499762) | > loss_0: 2.279540538787842 (2.3332121998372717) | > grad_norm_0: tensor(12.5846, device='cuda:0') (tensor(8.4789, device='cuda:0')) | > loss_gen: 2.503765344619751 (2.485886609915531) | > loss_kl: 1.9826375246047974 (1.9533458045034697) | > loss_feat: 6.910731792449951 (7.0433483653598365) | > loss_mel: 17.139110565185547 (17.596214621958115) | > loss_duration: 2.0140397548675537 (2.001821741913304) | > loss_1: 30.55028533935547 (31.080617288146357) | > grad_norm_1: tensor(71.1892, device='cuda:0') (tensor(84.6926, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.354 (0.3639170665933628) | > loader_time: 0.0036 (0.003608927582249497)  --> TIME: 2024-06-11 17:53:13 -- STEP: 124/330 -- GLOBAL_STEP: 287775 | > loss_disc: 2.280449867248535 (2.346883368107581) | > loss_disc_real_0: 0.10253754258155823 (0.11006018333137035) | > loss_disc_real_1: 0.19668707251548767 (0.1965868313226008) | > loss_disc_real_2: 0.19840016961097717 (0.2108634459155221) | > loss_disc_real_3: 0.20743770897388458 (0.2287828892229065) | > loss_disc_real_4: 0.21507751941680908 (0.23036701100007181) | > loss_disc_real_5: 0.21745187044143677 (0.22072522726751143) | > loss_0: 2.280449867248535 (2.346883368107581) | > grad_norm_0: tensor(17.4062, device='cuda:0') (tensor(9.1354, device='cuda:0')) | > loss_gen: 2.5714926719665527 (2.4746265661331917) | > loss_kl: 2.137671709060669 (1.9621258445324437) | > loss_feat: 7.4724531173706055 (7.00420351951353) | > loss_mel: 18.01372718811035 (17.604792241127274) | > loss_duration: 2.0233256816864014 (2.005567971737153) | > loss_1: 32.21866989135742 (31.05131616900044) | > grad_norm_1: tensor(118.8502, device='cuda:0') (tensor(90.7679, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.369 (0.3650626117183316) | > loader_time: 0.0038 (0.00366132874642649)  --> TIME: 2024-06-11 17:53:23 -- STEP: 149/330 -- GLOBAL_STEP: 287800 | > loss_disc: 2.4181020259857178 (2.352358619638737) | > loss_disc_real_0: 0.1346750259399414 (0.11143888173087331) | > loss_disc_real_1: 0.21810977160930634 (0.19667664770311957) | > loss_disc_real_2: 0.2099355161190033 (0.21049067848080757) | > loss_disc_real_3: 0.2168494462966919 (0.22900035687340986) | > loss_disc_real_4: 0.21155086159706116 (0.23149693212253136) | > loss_disc_real_5: 0.2111707478761673 (0.22207569255924864) | > loss_0: 2.4181020259857178 (2.352358619638737) | > grad_norm_0: tensor(20.9164, device='cuda:0') (tensor(9.7895, device='cuda:0')) | > loss_gen: 2.567484140396118 (2.4734359011554083) | > loss_kl: 2.0181353092193604 (1.966980995747867) | > loss_feat: 7.040224552154541 (6.992059730043347) | > loss_mel: 18.078092575073242 (17.594465038120354) | > loss_duration: 2.0564494132995605 (2.009618627945048) | > loss_1: 31.760385513305664 (31.036560365817692) | > grad_norm_1: tensor(140.7474, device='cuda:0') (tensor(100.9965, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.3772 (0.36819114141016196) | > loader_time: 0.0041 (0.0037722443574226944)  --> TIME: 2024-06-11 17:53:32 -- STEP: 174/330 -- GLOBAL_STEP: 287825 | > loss_disc: 2.4345850944519043 (2.3588876737945395) | > loss_disc_real_0: 0.1478232741355896 (0.11325548726251755) | > loss_disc_real_1: 0.1908036768436432 (0.19765573277555662) | > loss_disc_real_2: 0.20720987021923065 (0.21129694555340142) | > loss_disc_real_3: 0.2477019876241684 (0.22916455387041487) | > loss_disc_real_4: 0.24353592097759247 (0.23175207705333314) | > loss_disc_real_5: 0.24139194190502167 (0.22232399521202878) | > loss_0: 2.4345850944519043 (2.3588876737945395) | > grad_norm_0: tensor(8.0353, device='cuda:0') (tensor(10.1161, device='cuda:0')) | > loss_gen: 2.3539299964904785 (2.467225528311455) | > loss_kl: 1.9650684595108032 (1.9738306362053444) | > loss_feat: 6.906854629516602 (6.972144631133682) | > loss_mel: 17.23937225341797 (17.572496721114252) | > loss_duration: 2.120678663253784 (2.0156294580163623) | > loss_1: 30.58590316772461 (31.00132707617749) | > grad_norm_1: tensor(59.3643, device='cuda:0') (tensor(103.6455, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.4047 (0.37092313136177496) | > loader_time: 0.0045 (0.00387418270111084)  --> TIME: 2024-06-11 17:53:43 -- STEP: 199/330 -- GLOBAL_STEP: 287850 | > loss_disc: 2.3716728687286377 (2.3625172945722275) | > loss_disc_real_0: 0.1434207558631897 (0.1148383348955581) | > loss_disc_real_1: 0.16400516033172607 (0.19773759269834162) | > loss_disc_real_2: 0.20286448299884796 (0.21193271620788767) | > loss_disc_real_3: 0.23683828115463257 (0.22895749871754767) | > loss_disc_real_4: 0.21331536769866943 (0.23163835457221946) | > loss_disc_real_5: 0.244264155626297 (0.22228155738145264) | > loss_0: 2.3716728687286377 (2.3625172945722275) | > grad_norm_0: tensor(15.5265, device='cuda:0') (tensor(10.3065, device='cuda:0')) | > loss_gen: 2.465792179107666 (2.4628161377643227) | > loss_kl: 1.8506981134414673 (1.9808961494484139) | > loss_feat: 7.3189287185668945 (6.972170633287286) | > loss_mel: 17.235401153564453 (17.54282063814863) | > loss_duration: 2.138012409210205 (2.0237289559302027) | > loss_1: 31.008832931518555 (30.98243257148781) | > grad_norm_1: tensor(199.7174, device='cuda:0') (tensor(106.2181, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.4056 (0.3739720493105787) | > loader_time: 0.0046 (0.004005242831742944)  --> TIME: 2024-06-11 17:53:53 -- STEP: 224/330 -- GLOBAL_STEP: 287875 | > loss_disc: 2.393045425415039 (2.3633472962038877) | > loss_disc_real_0: 0.19581931829452515 (0.115750630020297) | > loss_disc_real_1: 0.19768103957176208 (0.19795195266072238) | > loss_disc_real_2: 0.23533380031585693 (0.2122141808005316) | > loss_disc_real_3: 0.22595816850662231 (0.22934033216110297) | > loss_disc_real_4: 0.22695548832416534 (0.23139209865725466) | > loss_disc_real_5: 0.22560133039951324 (0.22258461798940385) | > loss_0: 2.393045425415039 (2.3633472962038877) | > grad_norm_0: tensor(95.3369, device='cuda:0') (tensor(13.0355, device='cuda:0')) | > loss_gen: 2.5205740928649902 (2.467916396047389) | > loss_kl: 1.9178189039230347 (1.9864188986165183) | > loss_feat: 7.392850399017334 (6.975382012980325) | > loss_mel: 16.0794677734375 (17.505254106862218) | > loss_duration: 2.1393516063690186 (2.0311977304518245) | > loss_1: 30.05006217956543 (30.96616916997092) | > grad_norm_1: tensor(517.7308, device='cuda:0') (tensor(132.6894, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.407 (0.37708612212112963) | > loader_time: 0.0055 (0.004118112581116815)  --> TIME: 2024-06-11 17:54:04 -- STEP: 249/330 -- GLOBAL_STEP: 287900 | > loss_disc: 2.41630482673645 (2.3651266433148996) | > loss_disc_real_0: 0.05843520164489746 (0.1156155592257) | > loss_disc_real_1: 0.1889132410287857 (0.1980565925798263) | > loss_disc_real_2: 0.22426575422286987 (0.21254601194916) | > loss_disc_real_3: 0.283092737197876 (0.22956879460907365) | > loss_disc_real_4: 0.2563205063343048 (0.2316973681550428) | > loss_disc_real_5: 0.2864587604999542 (0.22249822121068655) | > loss_0: 2.41630482673645 (2.3651266433148996) | > grad_norm_0: tensor(19.6966, device='cuda:0') (tensor(15.2468, device='cuda:0')) | > loss_gen: 2.4096593856811523 (2.478783145965822) | > loss_kl: 2.0709011554718018 (1.9880149326171261) | > loss_feat: 6.966630458831787 (6.99517073497236) | > loss_mel: 17.874082565307617 (17.477184441194964) | > loss_duration: 2.10970401763916 (2.039395502293447) | > loss_1: 31.43097686767578 (30.978548777630053) | > grad_norm_1: tensor(236.1036, device='cuda:0') (tensor(155.8102, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.414 (0.38276445817755883) | > loader_time: 0.0054 (0.004247800413384497)  --> TIME: 2024-06-11 17:54:15 -- STEP: 274/330 -- GLOBAL_STEP: 287925 | > loss_disc: 2.399306535720825 (2.367399306192887) | > loss_disc_real_0: 0.18014772236347198 (0.11661607912150178) | > loss_disc_real_1: 0.2111322581768036 (0.1989857465246298) | > loss_disc_real_2: 0.21647609770298004 (0.21227986893079576) | > loss_disc_real_3: 0.2292528748512268 (0.229651088098975) | > loss_disc_real_4: 0.2484694868326187 (0.2316210067076405) | > loss_disc_real_5: 0.25550606846809387 (0.22271747691352872) | > loss_0: 2.399306535720825 (2.367399306192887) | > grad_norm_0: tensor(67.3276, device='cuda:0') (tensor(18.1822, device='cuda:0')) | > loss_gen: 2.5411837100982666 (2.484041964920768) | > loss_kl: 2.0275280475616455 (1.993740650424122) | > loss_feat: 6.914571762084961 (7.00273293474295) | > loss_mel: 16.050878524780273 (17.43763448200087) | > loss_duration: 2.1336722373962402 (2.047978747935193) | > loss_1: 29.66783332824707 (30.966128808738542) | > grad_norm_1: tensor(558.1946, device='cuda:0') (tensor(179.2592, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.4531 (0.3878248799456297) | > loader_time: 0.0062 (0.00440748938678825)  --> TIME: 2024-06-11 17:54:27 -- STEP: 299/330 -- GLOBAL_STEP: 287950 | > loss_disc: 2.2241528034210205 (2.372213043895456) | > loss_disc_real_0: 0.14500674605369568 (0.1176548538274789) | > loss_disc_real_1: 0.177490234375 (0.19969227187410243) | > loss_disc_real_2: 0.18138016760349274 (0.21219088580696077) | > loss_disc_real_3: 0.21817515790462494 (0.23011807494338937) | > loss_disc_real_4: 0.2319701761007309 (0.23182356467215118) | > loss_disc_real_5: 0.21757623553276062 (0.22313780075929635) | > loss_0: 2.2241528034210205 (2.372213043895456) | > grad_norm_0: tensor(19.8214, device='cuda:0') (tensor(18.9052, device='cuda:0')) | > loss_gen: 2.506362199783325 (2.476228197282772) | > loss_kl: 1.9969055652618408 (1.9988241674110643) | > loss_feat: 6.626893997192383 (6.993412445221457) | > loss_mel: 17.263490676879883 (17.382523233675247) | > loss_duration: 2.2256669998168945 (2.058597317108743) | > loss_1: 30.619319915771484 (30.90958537226138) | > grad_norm_1: tensor(236.8834, device='cuda:0') (tensor(187.9505, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.4643 (0.3942287518427922) | > loader_time: 0.007 (0.004601514459055004)  --> TIME: 2024-06-11 17:54:41 -- STEP: 324/330 -- GLOBAL_STEP: 287975 | > loss_disc: 2.504887342453003 (2.377327152976285) | > loss_disc_real_0: 0.18992266058921814 (0.11959791265106128) | > loss_disc_real_1: 0.2509458065032959 (0.20038743988599306) | > loss_disc_real_2: 0.20390312373638153 (0.21251873681206762) | > loss_disc_real_3: 0.24997778236865997 (0.23012473769945863) | > loss_disc_real_4: 0.23858414590358734 (0.23184430185291507) | > loss_disc_real_5: 0.2952098548412323 (0.223468123210801) | > loss_0: 2.504887342453003 (2.377327152976285) | > grad_norm_0: tensor(11.5420, device='cuda:0') (tensor(19.4116, device='cuda:0')) | > loss_gen: 2.459390640258789 (2.4726253424161753) | > loss_kl: 2.1628317832946777 (2.005530183329995) | > loss_feat: 8.812236785888672 (7.0416305241761386) | > loss_mel: 17.45034408569336 (17.36135174904341) | > loss_duration: 2.2614340782165527 (2.072942717207803) | > loss_1: 33.146236419677734 (30.954080516909375) | > grad_norm_1: tensor(216.7527, device='cuda:0') (tensor(193.3886, device='cuda:0')) | > current_lr_0: 0.0001854318890318168 | > current_lr_1: 0.0001854318890318168 | > step_time: 0.5911 (0.4051690101623535) | > loader_time: 0.01 (0.004878596023277003)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.65958833694458 (2.65958833694458) | > loss_disc_real_0: 0.22005194425582886 (0.22005194425582886) | > loss_disc_real_1: 0.2910146713256836 (0.2910146713256836) | > loss_disc_real_2: 0.3332676589488983 (0.3332676589488983) | > loss_disc_real_3: 0.2820103168487549 (0.2820103168487549) | > loss_disc_real_4: 0.2624190151691437 (0.2624190151691437) | > loss_disc_real_5: 0.16324257850646973 (0.16324257850646973) | > loss_0: 2.65958833694458 (2.65958833694458) | > loss_gen: 2.5239367485046387 (2.5239367485046387) | > loss_kl: 1.1933534145355225 (1.1933534145355225) | > loss_feat: 6.842014312744141 (6.842014312744141) | > loss_mel: 16.88179588317871 (16.88179588317871) | > loss_duration: 3.1941490173339844 (3.1941490173339844) | > loss_1: 30.635250091552734 (30.635250091552734)  --> STEP: 1 | > loss_disc: 2.6276111602783203 (2.6276111602783203) | > loss_disc_real_0: 0.09103477001190186 (0.09103477001190186) | > loss_disc_real_1: 0.22985148429870605 (0.22985148429870605) | > loss_disc_real_2: 0.29419219493865967 (0.29419219493865967) | > loss_disc_real_3: 0.25086137652397156 (0.25086137652397156) | > loss_disc_real_4: 0.2891315519809723 (0.2891315519809723) | > loss_disc_real_5: 0.23361888527870178 (0.23361888527870178) | > loss_0: 2.6276111602783203 (2.6276111602783203) | > loss_gen: 2.2663164138793945 (2.2663164138793945) | > loss_kl: 3.0820112228393555 (3.0820112228393555) | > loss_feat: 5.7061543464660645 (5.7061543464660645) | > loss_mel: 18.210758209228516 (18.210758209228516) | > loss_duration: 2.4407267570495605 (2.4407267570495605) | > loss_1: 31.70596694946289 (31.70596694946289)  --> STEP: 2 | > loss_disc: 2.341254711151123 (2.4844329357147217) | > loss_disc_real_0: 0.10428602993488312 (0.09766039997339249) | > loss_disc_real_1: 0.23871511220932007 (0.23428329825401306) | > loss_disc_real_2: 0.2542235851287842 (0.2742078900337219) | > loss_disc_real_3: 0.2768068313598633 (0.2638341039419174) | > loss_disc_real_4: 0.22662459313869476 (0.2578780725598335) | > loss_disc_real_5: 0.21407386660575867 (0.22384637594223022) | > loss_0: 2.341254711151123 (2.4844329357147217) | > loss_gen: 2.410106897354126 (2.3382116556167603) | > loss_kl: 3.3647866249084473 (3.2233989238739014) | > loss_feat: 5.492241859436035 (5.59919810295105) | > loss_mel: 17.938356399536133 (18.074557304382324) | > loss_duration: 2.428568124771118 (2.4346474409103394) | > loss_1: 31.63405990600586 (31.670013427734375)  --> STEP: 3 | > loss_disc: 2.2939085960388184 (2.4209248224894204) | > loss_disc_real_0: 0.15605545043945312 (0.1171254167954127) | > loss_disc_real_1: 0.18603713810443878 (0.21820124487082163) | > loss_disc_real_2: 0.27526846528053284 (0.27456141511599225) | > loss_disc_real_3: 0.22709187865257263 (0.2515866955121358) | > loss_disc_real_4: 0.2533683776855469 (0.2563748409350713) | > loss_disc_real_5: 0.19338573515415192 (0.2136928290128708) | > loss_0: 2.2939085960388184 (2.4209248224894204) | > loss_gen: 2.7223572731018066 (2.4662601947784424) | > loss_kl: 3.0370867252349854 (3.161294857660929) | > loss_feat: 5.751856803894043 (5.650084336598714) | > loss_mel: 17.515836715698242 (17.888317108154297) | > loss_duration: 2.290764331817627 (2.386686404546102) | > loss_1: 31.317899703979492 (31.552642186482746)  --> STEP: 4 | > loss_disc: 2.1826119422912598 (2.3613466024398804) | > loss_disc_real_0: 0.07771754264831543 (0.10727344825863838) | > loss_disc_real_1: 0.26737338304519653 (0.23049427941441536) | > loss_disc_real_2: 0.29302436113357544 (0.27917715162038803) | > loss_disc_real_3: 0.2148338258266449 (0.2423984780907631) | > loss_disc_real_4: 0.15458036959171295 (0.23092622309923172) | > loss_disc_real_5: 0.1027756854891777 (0.18596354313194752) | > loss_0: 2.1826119422912598 (2.3613466024398804) | > loss_gen: 2.763899087905884 (2.5406699180603027) | > loss_kl: 3.6632895469665527 (3.286793529987335) | > loss_feat: 10.646512985229492 (6.899191498756409) | > loss_mel: 18.99256134033203 (18.16437816619873) | > loss_duration: 2.358245372772217 (2.3795761466026306) | > loss_1: 38.42451095581055 (33.2706093788147)  --> STEP: 5 | > loss_disc: 2.4922585487365723 (2.387528991699219) | > loss_disc_real_0: 0.1491273045539856 (0.11564421951770783) | > loss_disc_real_1: 0.3293918967247009 (0.2502738028764725) | > loss_disc_real_2: 0.2819289267063141 (0.27972750663757323) | > loss_disc_real_3: 0.2422652244567871 (0.2423718273639679) | > loss_disc_real_4: 0.257526159286499 (0.2362462103366852) | > loss_disc_real_5: 0.18211381137371063 (0.18519359678030015) | > loss_0: 2.4922585487365723 (2.387528991699219) | > loss_gen: 2.5390048027038574 (2.5403368949890135) | > loss_kl: 2.7279112339019775 (3.175017070770264) | > loss_feat: 6.401122093200684 (6.799577617645264) | > loss_mel: 18.72715187072754 (18.27693290710449) | > loss_duration: 2.460739850997925 (2.3958088874816896) | > loss_1: 32.85593032836914 (33.187673568725586)  --> STEP: 6 | > loss_disc: 2.203608751296997 (2.3568756182988486) | > loss_disc_real_0: 0.11113900691270828 (0.1148933507502079) | > loss_disc_real_1: 0.2247457355260849 (0.2460191249847412) | > loss_disc_real_2: 0.27901941537857056 (0.27960949142773944) | > loss_disc_real_3: 0.24677109718322754 (0.24310503900051117) | > loss_disc_real_4: 0.2973994016647339 (0.24643840889135996) | > loss_disc_real_5: 0.20760144293308258 (0.18892823780576387) | > loss_0: 2.203608751296997 (2.3568756182988486) | > loss_gen: 2.8891401290893555 (2.598470767339071) | > loss_kl: 2.9040627479553223 (3.1298580169677734) | > loss_feat: 6.352282524108887 (6.725028435389201) | > loss_mel: 19.201858520507812 (18.431087176005047) | > loss_duration: 2.145386219024658 (2.354071776072184) | > loss_1: 33.49272918701172 (33.23851617177328)  --> STEP: 7 | > loss_disc: 2.220651865005493 (2.3374150821140836) | > loss_disc_real_0: 0.10370855033397675 (0.11329552211931773) | > loss_disc_real_1: 0.2932557463645935 (0.25276721375329153) | > loss_disc_real_2: 0.23511341214179993 (0.27325290867260527) | > loss_disc_real_3: 0.2746022343635559 (0.247604638338089) | > loss_disc_real_4: 0.25101786851882935 (0.24709261740956986) | > loss_disc_real_5: 0.2524372935295105 (0.1980009600520134) | > loss_0: 2.220651865005493 (2.3374150821140836) | > loss_gen: 3.252257823944092 (2.691868918282645) | > loss_kl: 3.9670164585113525 (3.2494520800454274) | > loss_feat: 8.111309051513672 (6.923068523406982) | > loss_mel: 18.83216094970703 (18.488383429391043) | > loss_duration: 2.5242834091186523 (2.3783877236502513) | > loss_1: 36.68702697753906 (33.731160572596956)  --> STEP: 8 | > loss_disc: 2.2661585807800293 (2.3285080194473267) | > loss_disc_real_0: 0.18011081218719482 (0.12164743337780237) | > loss_disc_real_1: 0.27504992485046387 (0.2555525526404381) | > loss_disc_real_2: 0.24239829182624817 (0.2693960815668106) | > loss_disc_real_3: 0.19912868738174438 (0.2415451444685459) | > loss_disc_real_4: 0.25614073872566223 (0.24822363257408142) | > loss_disc_real_5: 0.1994219273328781 (0.1981785809621215) | > loss_0: 2.2661585807800293 (2.3285080194473267) | > loss_gen: 2.791354179382324 (2.704304575920105) | > loss_kl: 3.1070332527160645 (3.231649726629257) | > loss_feat: 7.179420471191406 (6.955112516880035) | > loss_mel: 18.178749084472656 (18.449679136276245) | > loss_duration: 2.21443247795105 (2.357893317937851) | > loss_1: 33.47098922729492 (33.698639154434204)  --> STEP: 9 | > loss_disc: 2.321610927581787 (2.327741675906711) | > loss_disc_real_0: 0.08388948440551758 (0.11745210571421517) | > loss_disc_real_1: 0.20260629057884216 (0.2496696346335941) | > loss_disc_real_2: 0.2256752848625183 (0.2645382152663337) | > loss_disc_real_3: 0.21902064979076385 (0.23904242283768123) | > loss_disc_real_4: 0.2522306740283966 (0.24866885940233865) | > loss_disc_real_5: 0.26013562083244324 (0.20506269650326836) | > loss_0: 2.321610927581787 (2.327741675906711) | > loss_gen: 2.656590461730957 (2.6990030076768665) | > loss_kl: 3.2489404678344727 (3.2335709200965033) | > loss_feat: 11.610729217529297 (7.47240326139662) | > loss_mel: 19.57716941833496 (18.57495583428277) | > loss_duration: 2.1558997631073 (2.3354495896233454) | > loss_1: 39.24932861328125 (34.315382427639435)  --> STEP: 10 | > loss_disc: 2.6898882389068604 (2.363956332206726) | > loss_disc_real_0: 0.1881496012210846 (0.12452185526490211) | > loss_disc_real_1: 0.29661163687705994 (0.2543638348579407) | > loss_disc_real_2: 0.41001182794570923 (0.27908557653427124) | > loss_disc_real_3: 0.2649250626564026 (0.24163068681955338) | > loss_disc_real_4: 0.2934909462928772 (0.25315106809139254) | > loss_disc_real_5: 0.2552525997161865 (0.21008168682456016) | > loss_0: 2.6898882389068604 (2.363956332206726) | > loss_gen: 2.76697039604187 (2.7057997465133665) | > loss_kl: 2.124790906906128 (3.122692918777466) | > loss_feat: 5.645127773284912 (7.289675712585449) | > loss_mel: 16.46588706970215 (18.364048957824707) | > loss_duration: 2.376919746398926 (2.3395966053009034) | > loss_1: 29.379695892333984 (33.82181377410889)  --> STEP: 11 | > loss_disc: 2.361790895462036 (2.363759474320845) | > loss_disc_real_0: 0.19688303768634796 (0.13110014457594266) | > loss_disc_real_1: 0.26607170701026917 (0.2554281868717887) | > loss_disc_real_2: 0.23464031517505646 (0.27504509822888806) | > loss_disc_real_3: 0.2420692890882492 (0.24167055975307117) | > loss_disc_real_4: 0.2743971645832062 (0.25508253140883014) | > loss_disc_real_5: 0.18813741207122803 (0.20808675275607544) | > loss_0: 2.361790895462036 (2.363759474320845) | > loss_gen: 2.599147319793701 (2.6961040713570337) | > loss_kl: 3.3589909076690674 (3.1441745541312476) | > loss_feat: 6.530702590942383 (7.220678156072443) | > loss_mel: 17.154647827148438 (18.2541034004905) | > loss_duration: 2.5081639289855957 (2.354920907454057) | > loss_1: 32.15165328979492 (33.66998100280762)  --> STEP: 12 | > loss_disc: 2.7220919132232666 (2.393620510896047) | > loss_disc_real_0: 0.1737021505832672 (0.1346503117432197) | > loss_disc_real_1: 0.2847355306148529 (0.25787046551704407) | > loss_disc_real_2: 0.3229135274887085 (0.2790341340005398) | > loss_disc_real_3: 0.296265572309494 (0.24622014413277307) | > loss_disc_real_4: 0.2956829369068146 (0.25846589853366214) | > loss_disc_real_5: 0.2713738977909088 (0.21336068150897822) | > loss_0: 2.7220919132232666 (2.393620510896047) | > loss_gen: 2.3926901817321777 (2.670819580554962) | > loss_kl: 2.613654375076294 (3.0999645392100015) | > loss_feat: 5.062382698059082 (7.040820201237996) | > loss_mel: 17.27271842956543 (18.172321319580078) | > loss_duration: 2.255847930908203 (2.346664826075236) | > loss_1: 29.597293853759766 (33.33059040705363)  --> STEP: 13 | > loss_disc: 2.375345468521118 (2.392214738405668) | > loss_disc_real_0: 0.09014629572629929 (0.1312269258957643) | > loss_disc_real_1: 0.28980910778045654 (0.2603272841526912) | > loss_disc_real_2: 0.29258888959884644 (0.2800768075081018) | > loss_disc_real_3: 0.2813732922077179 (0.24892423244623038) | > loss_disc_real_4: 0.2751115560531616 (0.2597463337274698) | > loss_disc_real_5: 0.22238123416900635 (0.2140545701751342) | > loss_0: 2.375345468521118 (2.392214738405668) | > loss_gen: 2.632612466812134 (2.667880571805514) | > loss_kl: 3.516632556915283 (3.132015925187331) | > loss_feat: 5.761412143707275 (6.942404196812556) | > loss_mel: 17.449264526367188 (18.11670156625601) | > loss_duration: 2.226271152496338 (2.3374037742614746) | > loss_1: 31.586193084716797 (33.196405997643105)  --> STEP: 14 | > loss_disc: 2.1862704753875732 (2.377504433904375) | > loss_disc_real_0: 0.07847948372364044 (0.1274592514548983) | > loss_disc_real_1: 0.22322601079940796 (0.2576771931988852) | > loss_disc_real_2: 0.2026325762271881 (0.27454507670232225) | > loss_disc_real_3: 0.19020451605319977 (0.24472996698958532) | > loss_disc_real_4: 0.25410643219947815 (0.25934348361832754) | > loss_disc_real_5: 0.22211888432502747 (0.2146305926144123) | > loss_0: 2.1862704753875732 (2.377504433904375) | > loss_gen: 2.608307361602783 (2.663625342505319) | > loss_kl: 3.8772692680358887 (3.185248306819371) | > loss_feat: 6.72270393371582 (6.926711320877075) | > loss_mel: 18.32256507873535 (18.131406102861675) | > loss_duration: 2.3570213317871094 (2.3388050283704485) | > loss_1: 33.88786697387695 (33.245796067374094)  --> STEP: 15 | > loss_disc: 2.5568838119506836 (2.3894630591074626) | > loss_disc_real_0: 0.16322243213653564 (0.1298434635003408) | > loss_disc_real_1: 0.28166791796684265 (0.2592765748500824) | > loss_disc_real_2: 0.2986823618412018 (0.27615422904491427) | > loss_disc_real_3: 0.27423346042633057 (0.24669686655203502) | > loss_disc_real_4: 0.21857678890228271 (0.2566257039705912) | > loss_disc_real_5: 0.2409396767616272 (0.21638453155755996) | > loss_0: 2.5568838119506836 (2.3894630591074626) | > loss_gen: 2.4897353649139404 (2.6520326773325604) | > loss_kl: 3.3448734283447266 (3.1958899815877277) | > loss_feat: 5.822570323944092 (6.853101921081543) | > loss_mel: 18.847070693969727 (18.179117075602214) | > loss_duration: 2.3865151405334473 (2.3419857025146484) | > loss_1: 32.89076614379883 (33.22212740580241)  --> STEP: 16 | > loss_disc: 2.636253833770752 (2.404887482523918) | > loss_disc_real_0: 0.29274994134902954 (0.14002511836588383) | > loss_disc_real_1: 0.34002700448036194 (0.26432347670197487) | > loss_disc_real_2: 0.24993343651294708 (0.2745154295116663) | > loss_disc_real_3: 0.24823054671287537 (0.24679272156208754) | > loss_disc_real_4: 0.2634839415550232 (0.2570543438196182) | > loss_disc_real_5: 0.2507323622703552 (0.21853127097710967) | > loss_0: 2.636253833770752 (2.404887482523918) | > loss_gen: 2.5376927852630615 (2.6448864340782166) | > loss_kl: 2.888984203338623 (3.176708370447159) | > loss_feat: 9.093469619750977 (6.993124902248383) | > loss_mel: 16.948022842407227 (18.102173686027527) | > loss_duration: 2.368783473968506 (2.3436605632305145) | > loss_1: 33.836952209472656 (33.2605539560318)  --> STEP: 17 | > loss_disc: 2.244123697280884 (2.395430789274328) | > loss_disc_real_0: 0.14820609986782074 (0.14050635257188013) | > loss_disc_real_1: 0.2092103213071823 (0.2610815263846341) | > loss_disc_real_2: 0.3670920729637146 (0.27996111442061034) | > loss_disc_real_3: 0.24963456392288208 (0.24695988875978134) | > loss_disc_real_4: 0.2392599880695343 (0.2560076170107898) | > loss_disc_real_5: 0.19600746035575867 (0.2172063409405596) | > loss_0: 2.244123697280884 (2.395430789274328) | > loss_gen: 2.920013427734375 (2.66107037488152) | > loss_kl: 2.45452618598938 (3.1342270654790543) | > loss_feat: 6.460500240325928 (6.9617940397823554) | > loss_mel: 18.032747268676758 (18.09808977912454) | > loss_duration: 2.4410622119903564 (2.3493900719810936) | > loss_1: 32.3088493347168 (33.204571331248566)  --> STEP: 18 | > loss_disc: 2.551815986633301 (2.404118855794271) | > loss_disc_real_0: 0.17169813811779022 (0.1422392295466529) | > loss_disc_real_1: 0.2604253590106964 (0.26104507264163757) | > loss_disc_real_2: 0.22850772738456726 (0.27710259291860795) | > loss_disc_real_3: 0.2686908543109894 (0.24816716462373734) | > loss_disc_real_4: 0.25009486079216003 (0.2556791305541992) | > loss_disc_real_5: 0.1883470118045807 (0.21560304487744966) | > loss_0: 2.551815986633301 (2.404118855794271) | > loss_gen: 2.411682605743408 (2.6472154988182917) | > loss_kl: 2.4692728519439697 (3.097285164727105) | > loss_feat: 9.102487564086914 (7.080721457799275) | > loss_mel: 14.873560905456543 (17.918949286142986) | > loss_duration: 2.2306337356567383 (2.3427924977408514) | > loss_1: 31.087635040283203 (33.08696375952827)  --> STEP: 19 | > loss_disc: 2.5045111179351807 (2.409402659064845) | > loss_disc_real_0: 0.13231024146080017 (0.14171665122634486) | > loss_disc_real_1: 0.2612358331680298 (0.26105511266934245) | > loss_disc_real_2: 0.2512184977531433 (0.27574027212042557) | > loss_disc_real_3: 0.2502422630786896 (0.24827638033189273) | > loss_disc_real_4: 0.31697461009025574 (0.258905208424518) | > loss_disc_real_5: 0.2298756241798401 (0.21635423326178602) | > loss_0: 2.5045111179351807 (2.409402659064845) | > loss_gen: 2.48771333694458 (2.6388206481933594) | > loss_kl: 2.238835096359253 (3.0521035821814286) | > loss_feat: 5.001020431518555 (6.971263509047659) | > loss_mel: 15.848152160644531 (17.80995996374833) | > loss_duration: 2.338538646697998 (2.342568610843859) | > loss_1: 27.914260864257812 (32.81471623872456)  --> STEP: 20 | > loss_disc: 2.3435068130493164 (2.4061078667640685) | > loss_disc_real_0: 0.16906756162643433 (0.14308419674634934) | > loss_disc_real_1: 0.2240358293056488 (0.25920414850115775) | > loss_disc_real_2: 0.32854071259498596 (0.2783802941441536) | > loss_disc_real_3: 0.2837156057357788 (0.250048341602087) | > loss_disc_real_4: 0.23037756979465485 (0.25747882649302484) | > loss_disc_real_5: 0.18339575827121735 (0.21470630951225758) | > loss_0: 2.3435068130493164 (2.4061078667640685) | > loss_gen: 2.7231392860412598 (2.6430365800857545) | > loss_kl: 2.180110216140747 (3.0085039138793945) | > loss_feat: 7.274692535400391 (6.986434960365296) | > loss_mel: 17.258996963500977 (17.782411813735962) | > loss_duration: 2.3573522567749023 (2.3433077931404114) | > loss_1: 31.794288635253906 (32.76369485855103)  --> STEP: 21 | > loss_disc: 2.3719465732574463 (2.4044811385018483) | > loss_disc_real_0: 0.16583600640296936 (0.14416761625380742) | > loss_disc_real_1: 0.2460862398147583 (0.2585794861827578) | > loss_disc_real_2: 0.2666114270687103 (0.2778198719024658) | > loss_disc_real_3: 0.22317008674144745 (0.24876842470396132) | > loss_disc_real_4: 0.20909205079078674 (0.2551746943167278) | > loss_disc_real_5: 0.12541569769382477 (0.21045437561614172) | > loss_0: 2.3719465732574463 (2.4044811385018483) | > loss_gen: 2.279252290725708 (2.625713518687657) | > loss_kl: 2.5025782585144043 (2.984412216004871) | > loss_feat: 5.1643195152282715 (6.8996675582159135) | > loss_mel: 14.03195858001709 (17.60381880260649) | > loss_duration: 2.1826114654541016 (2.335655587060111) | > loss_1: 26.160720825195312 (32.449267523629324)  --> STEP: 22 | > loss_disc: 2.6014626026153564 (2.4134348414160987) | > loss_disc_real_0: 0.08359966427087784 (0.14141452752731062) | > loss_disc_real_1: 0.33621683716773987 (0.26210845668207516) | > loss_disc_real_2: 0.30533385276794434 (0.2790705073963512) | > loss_disc_real_3: 0.3148899972438812 (0.2517739507285031) | > loss_disc_real_4: 0.22452493011951447 (0.25378152321685443) | > loss_disc_real_5: 0.25383132696151733 (0.2124260552227497) | > loss_0: 2.6014626026153564 (2.4134348414160987) | > loss_gen: 2.5594675540924072 (2.6227023384787818) | > loss_kl: 2.329381227493286 (2.9546380801634355) | > loss_feat: 7.935117244720459 (6.946733453057029) | > loss_mel: 19.593013763427734 (17.69423675537109) | > loss_duration: 2.1503255367279053 (2.3272314938631924) | > loss_1: 34.56730651855469 (32.54554202339866)  --> STEP: 23 | > loss_disc: 2.355445384979248 (2.4109135607014527) | > loss_disc_real_0: 0.1446663737297058 (0.14155591214480606) | > loss_disc_real_1: 0.24514296650886536 (0.2613708266745443) | > loss_disc_real_2: 0.24490563571453094 (0.2775850781927938) | > loss_disc_real_3: 0.25018301606178284 (0.251704779656037) | > loss_disc_real_4: 0.23979395627975464 (0.2531733681326327) | > loss_disc_real_5: 0.21207325160503387 (0.21241071593502295) | > loss_0: 2.355445384979248 (2.4109135607014527) | > loss_gen: 2.413849115371704 (2.6136217635610826) | > loss_kl: 2.6947007179260254 (2.9433364557183306) | > loss_feat: 6.4867262840271 (6.926733141360075) | > loss_mel: 15.398272514343262 (17.59441222315249) | > loss_duration: 2.2640457153320312 (2.3244842861009682) | > loss_1: 29.25759506225586 (32.4025878076968)  --> STEP: 24 | > loss_disc: 2.48720645904541 (2.414092431465784) | > loss_disc_real_0: 0.14679057896137238 (0.14177402326216298) | > loss_disc_real_1: 0.21585997939109802 (0.25947454137106735) | > loss_disc_real_2: 0.20057600736618042 (0.2743763669083516) | > loss_disc_real_3: 0.2127964347600937 (0.25008359861870605) | > loss_disc_real_4: 0.26097074151039124 (0.25349825869003934) | > loss_disc_real_5: 0.20858940482139587 (0.2122514946386218) | > loss_0: 2.48720645904541 (2.414092431465784) | > loss_gen: 2.4157633781433105 (2.6053776641686754) | > loss_kl: 2.2907869815826416 (2.9161468942960105) | > loss_feat: 4.988882064819336 (6.845989346504211) | > loss_mel: 17.380512237548828 (17.585499723752335) | > loss_duration: 2.367831230163574 (2.3262904087702436) | > loss_1: 29.443775177001953 (32.27930394808451)  --> STEP: 25 | > loss_disc: 2.661345958709717 (2.4239825725555413) | > loss_disc_real_0: 0.20109404623508453 (0.14414682418107985) | > loss_disc_real_1: 0.21675774455070496 (0.25776586949825286) | > loss_disc_real_2: 0.26818597316741943 (0.27412875115871427) | > loss_disc_real_3: 0.22835011780261993 (0.24921425938606262) | > loss_disc_real_4: 0.2909422814846039 (0.2549960196018219) | > loss_disc_real_5: 0.20354272425174713 (0.21190314382314682) | > loss_0: 2.661345958709717 (2.4239825725555413) | > loss_gen: 2.1587471961975098 (2.5875124454498293) | > loss_kl: 2.6677207946777344 (2.906209850311279) | > loss_feat: 4.4201788902282715 (6.748956928253174) | > loss_mel: 12.36037540435791 (17.37649475097656) | > loss_duration: 2.3581442832946777 (2.327564563751221) | > loss_1: 23.965166091918945 (31.94673843383789)  --> STEP: 26 | > loss_disc: 2.2860107421875 (2.418675963695232) | > loss_disc_real_0: 0.20969437062740326 (0.1466678836597846) | > loss_disc_real_1: 0.23643550276756287 (0.2569454707778417) | > loss_disc_real_2: 0.23251096904277802 (0.27252806723117823) | > loss_disc_real_3: 0.20202775299549103 (0.24739939375565603) | > loss_disc_real_4: 0.19805902242660522 (0.2528061350950828) | > loss_disc_real_5: 0.19036857783794403 (0.21107489128525442) | > loss_0: 2.2860107421875 (2.418675963695232) | > loss_gen: 2.6883416175842285 (2.5913904905319214) | > loss_kl: 2.332859516143799 (2.8841579143817606) | > loss_feat: 17.405147552490234 (7.158810413800753) | > loss_mel: 20.22846794128418 (17.486186027526852) | > loss_duration: 2.304196834564209 (2.326665804936336) | > loss_1: 44.959014892578125 (32.447210605327896) --> EVAL PERFORMANCE | > avg_loader_time: 0.002360811600318322 (-0.00020833198840801512) | > avg_loss_disc: 2.418675963695232 (+0.003163337707518199) | > avg_loss_disc_real_0: 0.1466678836597846 (+0.004552466938128857) | > avg_loss_disc_real_1: 0.2569454707778417 (+0.048813703541572245) | > avg_loss_disc_real_2: 0.27252806723117823 (+0.014822438359260448) | > avg_loss_disc_real_3: 0.24739939375565603 (-0.010691982049208376) | > avg_loss_disc_real_4: 0.2528061350950828 (+0.02317807995356047) | > avg_loss_disc_real_5: 0.21107489128525442 (-0.02984393359376833) | > avg_loss_0: 2.418675963695232 (+0.003163337707518199) | > avg_loss_gen: 2.5913904905319214 (+0.1428142510927639) | > avg_loss_kl: 2.8841579143817606 (-0.025261379205263612) | > avg_loss_feat: 7.158810413800753 (+0.12077395732586194) | > avg_loss_mel: 17.486186027526852 (-0.08833456039429777) | > avg_loss_duration: 2.326665804936336 (-0.02660545019002969) | > avg_loss_1: 32.447210605327896 (+0.12338652977576459)  > EPOCH: 606/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:55:04)   --> TIME: 2024-06-11 17:55:12 -- STEP: 19/330 -- GLOBAL_STEP: 288000 | > loss_disc: 2.2797224521636963 (2.3576321601867676) | > loss_disc_real_0: 0.10236537456512451 (0.10780259535500877) | > loss_disc_real_1: 0.1848374903202057 (0.20197488759693347) | > loss_disc_real_2: 0.19127792119979858 (0.21016557593094676) | > loss_disc_real_3: 0.19501982629299164 (0.22982404498677506) | > loss_disc_real_4: 0.2124527096748352 (0.2316421019403558) | > loss_disc_real_5: 0.2189299762248993 (0.2281837063400369) | > loss_0: 2.2797224521636963 (2.3576321601867676) | > grad_norm_0: tensor(8.0163, device='cuda:0') (tensor(9.9931, device='cuda:0')) | > loss_gen: 2.4546070098876953 (2.451634168624878) | > loss_kl: 1.8686813116073608 (1.893534490936681) | > loss_feat: 7.752364635467529 (6.75128866496839) | > loss_mel: 17.397136688232422 (17.64568409166838) | > loss_duration: 1.9951061010360718 (2.0885598408548454) | > loss_1: 31.4678955078125 (30.83070142645585) | > grad_norm_1: tensor(45.5449, device='cuda:0') (tensor(99.9557, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3544 (0.364090643431011) | > loader_time: 0.0033 (0.003142858806409334) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_288000.pth  --> TIME: 2024-06-11 17:55:26 -- STEP: 44/330 -- GLOBAL_STEP: 288025 | > loss_disc: 2.306133508682251 (2.36059001900933) | > loss_disc_real_0: 0.11732819676399231 (0.11041836101900447) | > loss_disc_real_1: 0.20770478248596191 (0.20059777491471983) | > loss_disc_real_2: 0.2531626224517822 (0.21197853576053272) | > loss_disc_real_3: 0.20273089408874512 (0.2302016778425737) | > loss_disc_real_4: 0.21168677508831024 (0.2293579994954846) | > loss_disc_real_5: 0.21637274324893951 (0.22205170108513397) | > loss_0: 2.306133508682251 (2.36059001900933) | > grad_norm_0: tensor(4.3263, device='cuda:0') (tensor(8.6719, device='cuda:0')) | > loss_gen: 2.4887099266052246 (2.455333888530731) | > loss_kl: 2.055014133453369 (1.940625548362732) | > loss_feat: 7.105274677276611 (6.905128934166648) | > loss_mel: 17.432477951049805 (17.733340653506183) | > loss_duration: 1.9449963569641113 (2.0293147130446) | > loss_1: 31.026472091674805 (31.063743634657428) | > grad_norm_1: tensor(101.7563, device='cuda:0') (tensor(87.9078, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3589 (0.3669239987026561) | > loader_time: 0.0034 (0.00333415378223766)  --> TIME: 2024-06-11 17:55:36 -- STEP: 69/330 -- GLOBAL_STEP: 288050 | > loss_disc: 2.5162172317504883 (2.3598400855409927) | > loss_disc_real_0: 0.09383363276720047 (0.10981200408676396) | > loss_disc_real_1: 0.1773654818534851 (0.19873903346234473) | > loss_disc_real_2: 0.2260875254869461 (0.21138156734514926) | > loss_disc_real_3: 0.21080400049686432 (0.22874197169490482) | > loss_disc_real_4: 0.2568981349468231 (0.23005695986574975) | > loss_disc_real_5: 0.2698190212249756 (0.22497656811838565) | > loss_0: 2.5162172317504883 (2.3598400855409927) | > grad_norm_0: tensor(8.6319, device='cuda:0') (tensor(9.5773, device='cuda:0')) | > loss_gen: 2.3247294425964355 (2.457331425901773) | > loss_kl: 2.12259578704834 (1.9511291186014812) | > loss_feat: 6.3099775314331055 (6.915046132129172) | > loss_mel: 16.463394165039062 (17.639355894448098) | > loss_duration: 1.9351089000701904 (2.011373887891354) | > loss_1: 29.155805587768555 (30.97423641923545) | > grad_norm_1: tensor(190.7575, device='cuda:0') (tensor(100.1744, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.381 (0.37300641640372895) | > loader_time: 0.0041 (0.003458524095839348)  --> TIME: 2024-06-11 17:55:45 -- STEP: 94/330 -- GLOBAL_STEP: 288075 | > loss_disc: 2.4472272396087646 (2.3593366957725364) | > loss_disc_real_0: 0.21185071766376495 (0.11145468769555396) | > loss_disc_real_1: 0.22430762648582458 (0.19864594698586363) | > loss_disc_real_2: 0.24159401655197144 (0.21156006639308117) | > loss_disc_real_3: 0.25966572761535645 (0.2293413168889411) | > loss_disc_real_4: 0.2017361968755722 (0.2292509289815071) | > loss_disc_real_5: 0.19244933128356934 (0.22302158763434024) | > loss_0: 2.4472272396087646 (2.3593366957725364) | > grad_norm_0: tensor(13.8650, device='cuda:0') (tensor(10.0026, device='cuda:0')) | > loss_gen: 2.5555365085601807 (2.464111807498528) | > loss_kl: 2.180877923965454 (1.9563353505540402) | > loss_feat: 7.147770404815674 (6.941472849947341) | > loss_mel: 18.081727981567383 (17.583401071264387) | > loss_duration: 2.0141873359680176 (2.007003706820467) | > loss_1: 31.980100631713867 (30.95232482666665) | > grad_norm_1: tensor(48.5487, device='cuda:0') (tensor(107.2574, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.371 (0.373871108318897) | > loader_time: 0.0042 (0.0035124890347744556)  --> TIME: 2024-06-11 17:55:55 -- STEP: 119/330 -- GLOBAL_STEP: 288100 | > loss_disc: 2.309134006500244 (2.3620039234642225) | > loss_disc_real_0: 0.10237038135528564 (0.11187086022701584) | > loss_disc_real_1: 0.22086799144744873 (0.1977752181662231) | > loss_disc_real_2: 0.22097401320934296 (0.21227614093227548) | > loss_disc_real_3: 0.2379126101732254 (0.22958976694014893) | > loss_disc_real_4: 0.2371227890253067 (0.2293150910810262) | > loss_disc_real_5: 0.22572724521160126 (0.2236725996021463) | > loss_0: 2.309134006500244 (2.3620039234642225) | > grad_norm_0: tensor(7.7135, device='cuda:0') (tensor(10.1463, device='cuda:0')) | > loss_gen: 2.5992088317871094 (2.4624819434991423) | > loss_kl: 2.038275957107544 (1.9613252397344894) | > loss_feat: 7.694167613983154 (6.958634853363037) | > loss_mel: 17.694684982299805 (17.617942778002313) | > loss_duration: 1.9952415227890015 (2.007852405059239) | > loss_1: 32.02157974243164 (31.008237245703945) | > grad_norm_1: tensor(124.7219, device='cuda:0') (tensor(110.9200, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3655 (0.3728893003543886) | > loader_time: 0.0037 (0.0036147963099119043)  --> TIME: 2024-06-11 17:56:04 -- STEP: 144/330 -- GLOBAL_STEP: 288125 | > loss_disc: 2.3281326293945312 (2.3627199116680364) | > loss_disc_real_0: 0.12479573488235474 (0.11347444536578324) | > loss_disc_real_1: 0.18891365826129913 (0.1972507565385766) | > loss_disc_real_2: 0.2284243106842041 (0.21303096672313082) | > loss_disc_real_3: 0.21659742295742035 (0.2293528313231137) | > loss_disc_real_4: 0.2256491631269455 (0.22916250324083698) | > loss_disc_real_5: 0.17719292640686035 (0.22307601239946154) | > loss_0: 2.3281326293945312 (2.3627199116680364) | > grad_norm_0: tensor(20.7584, device='cuda:0') (tensor(11.6478, device='cuda:0')) | > loss_gen: 2.4966907501220703 (2.4634564336803235) | > loss_kl: 2.0289394855499268 (1.9690991896722052) | > loss_feat: 7.172112464904785 (6.953161815802257) | > loss_mel: 17.569530487060547 (17.61245954036713) | > loss_duration: 2.010220527648926 (2.011699862778188) | > loss_1: 31.27749252319336 (31.009876860512627) | > grad_norm_1: tensor(195.2850, device='cuda:0') (tensor(131.9043, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3894 (0.3733462393283844) | > loader_time: 0.0041 (0.003710612654685974)  --> TIME: 2024-06-11 17:56:14 -- STEP: 169/330 -- GLOBAL_STEP: 288150 | > loss_disc: 2.3018593788146973 (2.3689972324484208) | > loss_disc_real_0: 0.07485631108283997 (0.114390360841737) | > loss_disc_real_1: 0.2029757797718048 (0.19809217433604973) | > loss_disc_real_2: 0.22170861065387726 (0.21361061551514465) | > loss_disc_real_3: 0.20709310472011566 (0.22984048001159577) | > loss_disc_real_4: 0.2296728640794754 (0.22916542654912148) | > loss_disc_real_5: 0.2170359343290329 (0.2236029181254686) | > loss_0: 2.3018593788146973 (2.3689972324484208) | > grad_norm_0: tensor(16.3468, device='cuda:0') (tensor(13.7818, device='cuda:0')) | > loss_gen: 2.6259074211120605 (2.465358419531198) | > loss_kl: 2.263465166091919 (1.9755704967227914) | > loss_feat: 7.428031921386719 (6.951047756262785) | > loss_mel: 17.038482666015625 (17.61115373239009) | > loss_duration: 2.0634164810180664 (2.0158439931079486) | > loss_1: 31.41930389404297 (31.01897437191574) | > grad_norm_1: tensor(318.4151, device='cuda:0') (tensor(158.6881, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3818 (0.37405326944836503) | > loader_time: 0.0044 (0.0038143629153099285)  --> TIME: 2024-06-11 17:56:24 -- STEP: 194/330 -- GLOBAL_STEP: 288175 | > loss_disc: 2.223982572555542 (2.369399460320622) | > loss_disc_real_0: 0.09761961549520493 (0.11624604974364497) | > loss_disc_real_1: 0.21964219212532043 (0.1984549130207485) | > loss_disc_real_2: 0.20590557157993317 (0.2138798923529301) | > loss_disc_real_3: 0.2346460521221161 (0.22978436670352503) | > loss_disc_real_4: 0.23713967204093933 (0.2285264130566538) | > loss_disc_real_5: 0.20403119921684265 (0.22292048906542591) | > loss_0: 2.223982572555542 (2.369399460320622) | > grad_norm_0: tensor(7.7505, device='cuda:0') (tensor(16.4723, device='cuda:0')) | > loss_gen: 2.7610433101654053 (2.4736313475775975) | > loss_kl: 1.933732032775879 (1.9775640644978003) | > loss_feat: 7.537163257598877 (6.963816745994017) | > loss_mel: 17.487363815307617 (17.583832278694075) | > loss_duration: 2.0457024574279785 (2.0228924474765346) | > loss_1: 31.765005111694336 (31.021736813574723) | > grad_norm_1: tensor(431.5219, device='cuda:0') (tensor(181.7336, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3921 (0.375492898459287) | > loader_time: 0.0051 (0.003909102420216983)  --> TIME: 2024-06-11 17:56:34 -- STEP: 219/330 -- GLOBAL_STEP: 288200 | > loss_disc: 2.2412302494049072 (2.3693570263309565) | > loss_disc_real_0: 0.10148122906684875 (0.11628499470617129) | > loss_disc_real_1: 0.17227858304977417 (0.19864477945245024) | > loss_disc_real_2: 0.2318909466266632 (0.21328913988588066) | > loss_disc_real_3: 0.21171076595783234 (0.2296094663066951) | > loss_disc_real_4: 0.2046276032924652 (0.22941188071960728) | > loss_disc_real_5: 0.2042449414730072 (0.22256629978685075) | > loss_0: 2.2412302494049072 (2.3693570263309565) | > grad_norm_0: tensor(30.6391, device='cuda:0') (tensor(18.3973, device='cuda:0')) | > loss_gen: 2.6433584690093994 (2.4812169129445683) | > loss_kl: 2.1274032592773438 (1.9797229353151364) | > loss_feat: 8.17590045928955 (6.979327680857758) | > loss_mel: 17.272674560546875 (17.53699670208099) | > loss_duration: 2.0914032459259033 (2.0301426082985574) | > loss_1: 32.31073760986328 (31.00740677472119) | > grad_norm_1: tensor(589.8361, device='cuda:0') (tensor(203.2761, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.3921 (0.37800783436047974) | > loader_time: 0.0049 (0.004016489743097731)  --> TIME: 2024-06-11 17:56:45 -- STEP: 244/330 -- GLOBAL_STEP: 288225 | > loss_disc: 2.2546730041503906 (2.3703544784764774) | > loss_disc_real_0: 0.1385205239057541 (0.11661158132626386) | > loss_disc_real_1: 0.2270074486732483 (0.19932223850342096) | > loss_disc_real_2: 0.18871016800403595 (0.21318164577738186) | > loss_disc_real_3: 0.21539391577243805 (0.23000315619540995) | > loss_disc_real_4: 0.2224457710981369 (0.2296299571018727) | > loss_disc_real_5: 0.19560477137565613 (0.22263065035470198) | > loss_0: 2.2546730041503906 (2.3703544784764774) | > grad_norm_0: tensor(12.5779, device='cuda:0') (tensor(20.8074, device='cuda:0')) | > loss_gen: 2.702559471130371 (2.482918708050838) | > loss_kl: 1.972497820854187 (1.9831067357884078) | > loss_feat: 7.269713401794434 (6.97519272077279) | > loss_mel: 16.534181594848633 (17.501584944177846) | > loss_duration: 2.062354803085327 (2.038876745055932) | > loss_1: 30.541309356689453 (30.9816797991268) | > grad_norm_1: tensor(594.8448, device='cuda:0') (tensor(226.4355, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.4311 (0.381334553976528) | > loader_time: 0.0061 (0.004136838873878852)  --> TIME: 2024-06-11 17:56:55 -- STEP: 269/330 -- GLOBAL_STEP: 288250 | > loss_disc: 2.4914510250091553 (2.3723996828922993) | > loss_disc_real_0: 0.24728551506996155 (0.11818293202322212) | > loss_disc_real_1: 0.18255552649497986 (0.19919260871011532) | > loss_disc_real_2: 0.24554432928562164 (0.21327569548968492) | > loss_disc_real_3: 0.2053443044424057 (0.2301405916980651) | > loss_disc_real_4: 0.21329621970653534 (0.22945820758998617) | > loss_disc_real_5: 0.21630428731441498 (0.22215355439700157) | > loss_0: 2.4914510250091553 (2.3723996828922993) | > grad_norm_0: tensor(57.1094, device='cuda:0') (tensor(23.3155, device='cuda:0')) | > loss_gen: 2.502753734588623 (2.4839012693738414) | > loss_kl: 2.07289981842041 (1.991973592446196) | > loss_feat: 6.610481262207031 (6.9990692776818255) | > loss_mel: 16.007190704345703 (17.477650390681724) | > loss_duration: 2.1516525745391846 (2.047103568523789) | > loss_1: 29.34497833251953 (30.999698057493756) | > grad_norm_1: tensor(460.2791, device='cuda:0') (tensor(246.2249, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.4403 (0.38562113379014024) | > loader_time: 0.0057 (0.004263711241541297)  --> TIME: 2024-06-11 17:57:07 -- STEP: 294/330 -- GLOBAL_STEP: 288275 | > loss_disc: 2.372080087661743 (2.375884834600955) | > loss_disc_real_0: 0.09309525787830353 (0.11923716584740042) | > loss_disc_real_1: 0.18464484810829163 (0.19935956607465033) | > loss_disc_real_2: 0.2127068191766739 (0.21337422698127975) | > loss_disc_real_3: 0.2582343518733978 (0.23026631635670758) | > loss_disc_real_4: 0.2364443987607956 (0.22988687465790988) | > loss_disc_real_5: 0.2288239300251007 (0.2226960125829087) | > loss_0: 2.372080087661743 (2.375884834600955) | > grad_norm_0: tensor(11.3639, device='cuda:0') (tensor(24.0998, device='cuda:0')) | > loss_gen: 2.459960699081421 (2.47760586916995) | > loss_kl: 2.180272102355957 (1.9953632488542674) | > loss_feat: 7.2204766273498535 (6.9986375043181335) | > loss_mel: 17.169212341308594 (17.424890073789218) | > loss_duration: 2.198457717895508 (2.056960546645988) | > loss_1: 31.22838020324707 (30.953457196553547) | > grad_norm_1: tensor(269.1609, device='cuda:0') (tensor(256.5977, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.4542 (0.39103275253659203) | > loader_time: 0.0062 (0.004424245179104964)  --> TIME: 2024-06-11 17:57:20 -- STEP: 319/330 -- GLOBAL_STEP: 288300 | > loss_disc: 2.429722547531128 (2.3769992339573687) | > loss_disc_real_0: 0.14282125234603882 (0.12019113311106135) | > loss_disc_real_1: 0.1817275583744049 (0.1993422922108988) | > loss_disc_real_2: 0.18870514631271362 (0.2131959595089795) | > loss_disc_real_3: 0.2470204383134842 (0.22989929441747994) | > loss_disc_real_4: 0.21528059244155884 (0.2299865428183146) | > loss_disc_real_5: 0.24873106181621552 (0.22300094328703926) | > loss_0: 2.429722547531128 (2.3769992339573687) | > grad_norm_0: tensor(36.3630, device='cuda:0') (tensor(24.9684, device='cuda:0')) | > loss_gen: 2.621976137161255 (2.4740298377309116) | > loss_kl: 2.076092004776001 (1.9999604610066428) | > loss_feat: 8.283106803894043 (7.016270505970922) | > loss_mel: 17.487056732177734 (17.365351850336246) | > loss_duration: 2.251314401626587 (2.070854302484039) | > loss_1: 32.719547271728516 (30.926466891010726) | > grad_norm_1: tensor(461.3606, device='cuda:0') (tensor(264.8952, device='cuda:0')) | > current_lr_0: 0.00018540871004568783 | > current_lr_1: 0.00018540871004568783 | > step_time: 0.5656 (0.40055067187940063) | > loader_time: 0.0081 (0.004649908191358031)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3128480911254883 (2.3128480911254883) | > loss_disc_real_0: 0.1084810346364975 (0.1084810346364975) | > loss_disc_real_1: 0.16070625185966492 (0.16070625185966492) | > loss_disc_real_2: 0.2380351573228836 (0.2380351573228836) | > loss_disc_real_3: 0.23104317486286163 (0.23104317486286163) | > loss_disc_real_4: 0.25897520780563354 (0.25897520780563354) | > loss_disc_real_5: 0.21607953310012817 (0.21607953310012817) | > loss_0: 2.3128480911254883 (2.3128480911254883) | > loss_gen: 2.5196988582611084 (2.5196988582611084) | > loss_kl: 2.4698708057403564 (2.4698708057403564) | > loss_feat: 6.3734450340271 (6.3734450340271) | > loss_mel: 17.316476821899414 (17.316476821899414) | > loss_duration: 2.9691991806030273 (2.9691991806030273) | > loss_1: 31.648693084716797 (31.648693084716797)  --> STEP: 1 | > loss_disc: 2.3088889122009277 (2.3088889122009277) | > loss_disc_real_0: 0.13399314880371094 (0.13399314880371094) | > loss_disc_real_1: 0.22591741383075714 (0.22591741383075714) | > loss_disc_real_2: 0.19203492999076843 (0.19203492999076843) | > loss_disc_real_3: 0.22218888998031616 (0.22218888998031616) | > loss_disc_real_4: 0.2291351556777954 (0.2291351556777954) | > loss_disc_real_5: 0.19157859683036804 (0.19157859683036804) | > loss_0: 2.3088889122009277 (2.3088889122009277) | > loss_gen: 2.3310413360595703 (2.3310413360595703) | > loss_kl: 2.670639753341675 (2.670639753341675) | > loss_feat: 5.432863235473633 (5.432863235473633) | > loss_mel: 17.36542510986328 (17.36542510986328) | > loss_duration: 2.431023120880127 (2.431023120880127) | > loss_1: 30.230993270874023 (30.230993270874023)  --> STEP: 2 | > loss_disc: 2.4367377758026123 (2.37281334400177) | > loss_disc_real_0: 0.05077838897705078 (0.09238576889038086) | > loss_disc_real_1: 0.12236225605010986 (0.1741398349404335) | > loss_disc_real_2: 0.25829753279685974 (0.2251662313938141) | > loss_disc_real_3: 0.23031622171401978 (0.22625255584716797) | > loss_disc_real_4: 0.3244539201259613 (0.27679453790187836) | > loss_disc_real_5: 0.25385788083076477 (0.2227182388305664) | > loss_0: 2.4367377758026123 (2.37281334400177) | > loss_gen: 2.2022526264190674 (2.266646981239319) | > loss_kl: 2.566415786743164 (2.6185277700424194) | > loss_feat: 6.421772480010986 (5.92731785774231) | > loss_mel: 19.077964782714844 (18.221694946289062) | > loss_duration: 2.4579639434814453 (2.444493532180786) | > loss_1: 32.72637176513672 (31.47868251800537)  --> STEP: 3 | > loss_disc: 2.2504985332489014 (2.3320417404174805) | > loss_disc_real_0: 0.14177680015563965 (0.10884944597880046) | > loss_disc_real_1: 0.2093440443277359 (0.18587457140286764) | > loss_disc_real_2: 0.22893138229846954 (0.2264212816953659) | > loss_disc_real_3: 0.18785691261291504 (0.213454008102417) | > loss_disc_real_4: 0.22572627663612366 (0.25977178414662677) | > loss_disc_real_5: 0.25073856115341187 (0.2320583462715149) | > loss_0: 2.2504985332489014 (2.3320417404174805) | > loss_gen: 2.598992347717285 (2.3774287700653076) | > loss_kl: 3.0958752632141113 (2.77764360109965) | > loss_feat: 6.713538646697998 (6.189391454060872) | > loss_mel: 18.325477600097656 (18.25628916422526) | > loss_duration: 2.3388590812683105 (2.4092820485432944) | > loss_1: 33.0727424621582 (32.010035832722984)  --> STEP: 4 | > loss_disc: 2.4380745887756348 (2.358549952507019) | > loss_disc_real_0: 0.16144919395446777 (0.12199938297271729) | > loss_disc_real_1: 0.15525223314762115 (0.17821898683905602) | > loss_disc_real_2: 0.18377311527729034 (0.21575924009084702) | > loss_disc_real_3: 0.2008819282054901 (0.21031098812818527) | > loss_disc_real_4: 0.24275553226470947 (0.25551772117614746) | > loss_disc_real_5: 0.22203132510185242 (0.22955159097909927) | > loss_0: 2.4380745887756348 (2.358549952507019) | > loss_gen: 2.1883866786956787 (2.3301682472229004) | > loss_kl: 3.6755449771881104 (3.002118945121765) | > loss_feat: 6.140843868255615 (6.177254557609558) | > loss_mel: 16.921016693115234 (17.922471046447754) | > loss_duration: 2.3438620567321777 (2.392927050590515) | > loss_1: 31.269655227661133 (31.82494068145752)  --> STEP: 5 | > loss_disc: 2.308821439743042 (2.3486042499542235) | > loss_disc_real_0: 0.18504878878593445 (0.13460926413536073) | > loss_disc_real_1: 0.17587415874004364 (0.17775002121925354) | > loss_disc_real_2: 0.20101521909236908 (0.21281043589115142) | > loss_disc_real_3: 0.24791525304317474 (0.21783184111118317) | > loss_disc_real_4: 0.23925727605819702 (0.2522656321525574) | > loss_disc_real_5: 0.19817061722278595 (0.2232753962278366) | > loss_0: 2.308821439743042 (2.3486042499542235) | > loss_gen: 2.489792585372925 (2.362093114852905) | > loss_kl: 2.574873685836792 (2.9166698932647703) | > loss_feat: 5.225032329559326 (5.986810111999512) | > loss_mel: 19.497753143310547 (18.237527465820314) | > loss_duration: 2.363879919052124 (2.387117624282837) | > loss_1: 32.151329040527344 (31.890218353271486)  --> STEP: 6 | > loss_disc: 2.267116069793701 (2.3350228865941367) | > loss_disc_real_0: 0.10495522618293762 (0.12966692447662354) | > loss_disc_real_1: 0.1584954857826233 (0.17454093197981516) | > loss_disc_real_2: 0.21116982400417328 (0.21253700057665506) | > loss_disc_real_3: 0.23586848378181458 (0.22083794822295508) | > loss_disc_real_4: 0.20105740427970886 (0.2437309275070826) | > loss_disc_real_5: 0.21299728751182556 (0.22156237810850143) | > loss_0: 2.267116069793701 (2.3350228865941367) | > loss_gen: 2.3817267417907715 (2.3653653860092163) | > loss_kl: 2.9795188903808594 (2.927144726117452) | > loss_feat: 7.014272212982178 (6.158053795496623) | > loss_mel: 18.531858444213867 (18.286582628885906) | > loss_duration: 2.151181697845459 (2.3477949698766074) | > loss_1: 33.05855941772461 (32.08494186401367)  --> STEP: 7 | > loss_disc: 2.0231285095214844 (2.290466547012329) | > loss_disc_real_0: 0.06409316509962082 (0.12029924456562315) | > loss_disc_real_1: 0.20639733970165253 (0.17909184736864908) | > loss_disc_real_2: 0.235204815864563 (0.21577525990349905) | > loss_disc_real_3: 0.1814437210559845 (0.21521020148481643) | > loss_disc_real_4: 0.18079312145709991 (0.2347398123570851) | > loss_disc_real_5: 0.19217969477176666 (0.21736485191753932) | > loss_0: 2.0231285095214844 (2.290466547012329) | > loss_gen: 2.663177013397217 (2.4079099042075023) | > loss_kl: 3.856934070587158 (3.05997177532741) | > loss_feat: 8.653667449951172 (6.514570031847272) | > loss_mel: 20.067794799804688 (18.54104151044573) | > loss_duration: 2.5292954444885254 (2.3737236091068814) | > loss_1: 37.770870208740234 (32.897217341831755)  --> STEP: 8 | > loss_disc: 2.719634532928467 (2.3441125452518463) | > loss_disc_real_0: 0.23621533811092377 (0.13478875625878572) | > loss_disc_real_1: 0.21143947541713715 (0.18313530087471008) | > loss_disc_real_2: 0.292131632566452 (0.22531980648636818) | > loss_disc_real_3: 0.2200087606906891 (0.2158100213855505) | > loss_disc_real_4: 0.2421053647994995 (0.2356605064123869) | > loss_disc_real_5: 0.24497175216674805 (0.22081571444869041) | > loss_0: 2.719634532928467 (2.3441125452518463) | > loss_gen: 2.0222628116607666 (2.35970401763916) | > loss_kl: 3.958484649658203 (3.172285884618759) | > loss_feat: 4.329002380371094 (6.24137407541275) | > loss_mel: 13.476405143737793 (17.90796196460724) | > loss_duration: 2.2613415718078613 (2.359675854444504) | > loss_1: 26.047496795654297 (32.04100227355957)  --> STEP: 9 | > loss_disc: 2.155946731567383 (2.3232052326202393) | > loss_disc_real_0: 0.1828586757183075 (0.14012985842095482) | > loss_disc_real_1: 0.15608389675617218 (0.18012958930598366) | > loss_disc_real_2: 0.23282422125339508 (0.22615363034937117) | > loss_disc_real_3: 0.16329462826251984 (0.20997497770521376) | > loss_disc_real_4: 0.17308439314365387 (0.22870760493808323) | > loss_disc_real_5: 0.13054651021957397 (0.21078580286767748) | > loss_0: 2.155946731567383 (2.3232052326202393) | > loss_gen: 2.4707412719726562 (2.372041490342882) | > loss_kl: 3.0499019622802734 (3.1586876710255942) | > loss_feat: 10.150823593139648 (6.675757355160183) | > loss_mel: 19.025615692138672 (18.032145712110733) | > loss_duration: 2.1707096099853516 (2.3386796050601535) | > loss_1: 36.86779022216797 (32.57731204562717)  --> STEP: 10 | > loss_disc: 2.5364651679992676 (2.344531226158142) | > loss_disc_real_0: 0.146218940615654 (0.14073876664042473) | > loss_disc_real_1: 0.21980398893356323 (0.1840970292687416) | > loss_disc_real_2: 0.22587743401527405 (0.22612601071596145) | > loss_disc_real_3: 0.22260236740112305 (0.21123771667480468) | > loss_disc_real_4: 0.2363622486591339 (0.2294730693101883) | > loss_disc_real_5: 0.260999470949173 (0.21580716967582703) | > loss_0: 2.5364651679992676 (2.344531226158142) | > loss_gen: 2.339146852493286 (2.3687520265579223) | > loss_kl: 2.9417049884796143 (3.136989402770996) | > loss_feat: 5.230851173400879 (6.531266736984253) | > loss_mel: 16.663135528564453 (17.895244693756105) | > loss_duration: 2.329835891723633 (2.3377952337265016) | > loss_1: 29.504674911499023 (32.27004833221436)  --> STEP: 11 | > loss_disc: 2.5362842082977295 (2.361963315443559) | > loss_disc_real_0: 0.21668140590190887 (0.14764264293692328) | > loss_disc_real_1: 0.18053150177001953 (0.1837728904052214) | > loss_disc_real_2: 0.22421669960021973 (0.22595243697816675) | > loss_disc_real_3: 0.2291644811630249 (0.21286742253737015) | > loss_disc_real_4: 0.23710593581199646 (0.23016696626489813) | > loss_disc_real_5: 0.2505888342857361 (0.21896913918581876) | > loss_0: 2.5362842082977295 (2.361963315443559) | > loss_gen: 2.1646721363067627 (2.3501993092623623) | > loss_kl: 3.4733920097351074 (3.1675714579495517) | > loss_feat: 5.397530555725098 (6.428199811415239) | > loss_mel: 14.464669227600098 (17.583374196832832) | > loss_duration: 2.476398468017578 (2.350395527752963) | > loss_1: 27.976661682128906 (31.87974045493386)  --> STEP: 12 | > loss_disc: 2.606322765350342 (2.382326602935791) | > loss_disc_real_0: 0.2102288454771042 (0.1528581598152717) | > loss_disc_real_1: 0.2688659429550171 (0.1908639781177044) | > loss_disc_real_2: 0.33788397908210754 (0.23528006548682848) | > loss_disc_real_3: 0.25230658054351807 (0.21615401903788248) | > loss_disc_real_4: 0.2239021211862564 (0.229644895841678) | > loss_disc_real_5: 0.25421586632728577 (0.22190636644760767) | > loss_0: 2.606322765350342 (2.382326602935791) | > loss_gen: 2.544240713119507 (2.3663694262504578) | > loss_kl: 3.1421728134155273 (3.165454904238383) | > loss_feat: 5.571483135223389 (6.356806755065918) | > loss_mel: 16.32371711730957 (17.478402773539226) | > loss_duration: 2.3013012409210205 (2.3463043371836343) | > loss_1: 29.882915496826172 (31.713338375091553)  --> STEP: 13 | > loss_disc: 2.510354518890381 (2.3921749041630673) | > loss_disc_real_0: 0.17679348587989807 (0.15469933874331987) | > loss_disc_real_1: 0.28028035163879395 (0.19774216069624975) | > loss_disc_real_2: 0.2369261085987091 (0.23540668418774238) | > loss_disc_real_3: 0.2204684317111969 (0.21648589693582976) | > loss_disc_real_4: 0.255658358335495 (0.23164593141812545) | > loss_disc_real_5: 0.26700344681739807 (0.22537537262989923) | > loss_0: 2.510354518890381 (2.3921749041630673) | > loss_gen: 2.3891868591308594 (2.368124613395104) | > loss_kl: 3.3260281085968018 (3.1778066891890306) | > loss_feat: 5.250185012817383 (6.271682005662185) | > loss_mel: 16.662851333618164 (17.415668047391453) | > loss_duration: 2.250516891479492 (2.33893607212947) | > loss_1: 29.878767013549805 (31.572217501126804)  --> STEP: 14 | > loss_disc: 2.37735652923584 (2.3911164488111223) | > loss_disc_real_0: 0.13708369433879852 (0.15344107842871121) | > loss_disc_real_1: 0.1788461059331894 (0.1963924424988883) | > loss_disc_real_2: 0.2635645866394043 (0.23741796293428966) | > loss_disc_real_3: 0.21634835004806519 (0.21647607215813228) | > loss_disc_real_4: 0.19734270870685577 (0.22919570122446334) | > loss_disc_real_5: 0.1427432745695114 (0.2194730799113001) | > loss_0: 2.37735652923584 (2.3911164488111223) | > loss_gen: 2.319199323654175 (2.3646299498421803) | > loss_kl: 3.6448662281036377 (3.2111680848257884) | > loss_feat: 7.880577564239502 (6.386603116989136) | > loss_mel: 17.664762496948242 (17.43346050807408) | > loss_duration: 2.420891046524048 (2.3447899988719394) | > loss_1: 33.9302978515625 (31.74065181187221)  --> STEP: 15 | > loss_disc: 2.638915538787842 (2.4076363881429037) | > loss_disc_real_0: 0.20533299446105957 (0.15690053949753444) | > loss_disc_real_1: 0.19183044135570526 (0.19608830908934274) | > loss_disc_real_2: 0.2183244675397873 (0.23614506324132284) | > loss_disc_real_3: 0.2474653422832489 (0.21854202349980673) | > loss_disc_real_4: 0.2437165081501007 (0.2301637550195058) | > loss_disc_real_5: 0.2122776359319687 (0.21899338364601134) | > loss_0: 2.638915538787842 (2.4076363881429037) | > loss_gen: 2.0988380908966064 (2.346910492579142) | > loss_kl: 3.5540380477905273 (3.234026082356771) | > loss_feat: 7.649169921875 (6.47077423731486) | > loss_mel: 17.701398849487305 (17.451323064168296) | > loss_duration: 2.3311705589294434 (2.3438820362091066) | > loss_1: 33.33461380004883 (31.84691594441732)  --> STEP: 16 | > loss_disc: 2.6295149326324463 (2.4215037971735) | > loss_disc_real_0: 0.28244271874427795 (0.1647469257004559) | > loss_disc_real_1: 0.2359941303730011 (0.1985824229195714) | > loss_disc_real_2: 0.29130885004997253 (0.23959279991686344) | > loss_disc_real_3: 0.19852909445762634 (0.21729121543467045) | > loss_disc_real_4: 0.23163628578186035 (0.23025578819215298) | > loss_disc_real_5: 0.20950376987457275 (0.21840028278529644) | > loss_0: 2.6295149326324463 (2.4215037971735) | > loss_gen: 2.2712762355804443 (2.3421833515167236) | > loss_kl: 2.7508862018585205 (3.20382983982563) | > loss_feat: 6.380093574523926 (6.465106695890427) | > loss_mel: 14.975960731506348 (17.296612918376923) | > loss_duration: 2.3996734619140625 (2.347369000315666) | > loss_1: 28.777891159057617 (31.655101895332336)  --> STEP: 17 | > loss_disc: 2.5817973613739014 (2.430932830361759) | > loss_disc_real_0: 0.19342848658561707 (0.1664340763407595) | > loss_disc_real_1: 0.21845732629299164 (0.19975153488271377) | > loss_disc_real_2: 0.28145894408226013 (0.24205551427953384) | > loss_disc_real_3: 0.2861867845058441 (0.2213438959682689) | > loss_disc_real_4: 0.27433353662490845 (0.23284859692349152) | > loss_disc_real_5: 0.31121087074279785 (0.2238597291357377) | > loss_0: 2.5817973613739014 (2.430932830361759) | > loss_gen: 2.385903835296631 (2.3447551446802475) | > loss_kl: 2.3252313137054443 (3.1521475735832665) | > loss_feat: 5.6195454597473145 (6.415367799646714) | > loss_mel: 17.989404678344727 (17.337365374845618) | > loss_duration: 2.459251642227173 (2.3539503321928135) | > loss_1: 30.77933692932129 (31.603586309096393)  --> STEP: 18 | > loss_disc: 2.3960657119750977 (2.4289957682291665) | > loss_disc_real_0: 0.1370392143726349 (0.16480102845364147) | > loss_disc_real_1: 0.2050660401582718 (0.20004678517580032) | > loss_disc_real_2: 0.2695554792881012 (0.24358329011334312) | > loss_disc_real_3: 0.20268388092517853 (0.220307228465875) | > loss_disc_real_4: 0.20800262689590454 (0.23146826525529227) | > loss_disc_real_5: 0.23542599380016327 (0.22450229939487246) | > loss_0: 2.3960657119750977 (2.4289957682291665) | > loss_gen: 2.4807844161987305 (2.3523123264312744) | > loss_kl: 2.8721277713775635 (3.136590917905172) | > loss_feat: 8.558834075927734 (6.5344492594401045) | > loss_mel: 17.800315856933594 (17.363084846072727) | > loss_duration: 2.2560219764709473 (2.3485098679860434) | > loss_1: 33.96808624267578 (31.73494741651747)  --> STEP: 19 | > loss_disc: 2.860403537750244 (2.451701440309223) | > loss_disc_real_0: 0.25419920682907104 (0.1695061957365588) | > loss_disc_real_1: 0.22825683653354645 (0.20153152472094485) | > loss_disc_real_2: 0.21272331476211548 (0.24195908088433116) | > loss_disc_real_3: 0.25430551171302795 (0.22209661179467252) | > loss_disc_real_4: 0.29837727546691895 (0.23498979210853577) | > loss_disc_real_5: 0.2636909484863281 (0.22656485987337013) | > loss_0: 2.860403537750244 (2.451701440309223) | > loss_gen: 1.9243624210357666 (2.329788647199932) | > loss_kl: 2.4378340244293213 (3.0998142393011796) | > loss_feat: 4.677154541015625 (6.436696905838816) | > loss_mel: 15.10299301147461 (17.244132644251774) | > loss_duration: 2.3585622310638428 (2.34903893972698) | > loss_1: 26.500905990600586 (31.459471551995527)  --> STEP: 20 | > loss_disc: 2.260366201400757 (2.4421346783638) | > loss_disc_real_0: 0.10914254188537598 (0.16648801304399968) | > loss_disc_real_1: 0.193985253572464 (0.2011542111635208) | > loss_disc_real_2: 0.2252337783575058 (0.24112281575798988) | > loss_disc_real_3: 0.2424260526895523 (0.2231130838394165) | > loss_disc_real_4: 0.2230573296546936 (0.23439316898584367) | > loss_disc_real_5: 0.2078171819448471 (0.22562747597694396) | > loss_0: 2.260366201400757 (2.4421346783638) | > loss_gen: 2.5447001457214355 (2.3405342221260073) | > loss_kl: 2.249692916870117 (3.0573081731796266) | > loss_feat: 8.223076820373535 (6.526015901565552) | > loss_mel: 17.654678344726562 (17.264659929275513) | > loss_duration: 2.3339786529541016 (2.3482859253883364) | > loss_1: 33.006126403808594 (31.536804294586183)  --> STEP: 21 | > loss_disc: 2.508866786956787 (2.445312397820609) | > loss_disc_real_0: 0.10177174210548401 (0.1634062858564513) | > loss_disc_real_1: 0.15394343435764313 (0.1989060789346695) | > loss_disc_real_2: 0.2416374832391739 (0.24114732373328435) | > loss_disc_real_3: 0.22346825897693634 (0.22312999694120317) | > loss_disc_real_4: 0.22622190415859222 (0.23400406113692693) | > loss_disc_real_5: 0.20201276242733002 (0.22450296580791473) | > loss_0: 2.508866786956787 (2.445312397820609) | > loss_gen: 2.2491228580474854 (2.3361813000270297) | > loss_kl: 2.9559648036956787 (3.0524822984422957) | > loss_feat: 6.867661476135254 (6.5422847384498235) | > loss_mel: 14.493799209594727 (17.132714180719283) | > loss_duration: 2.216306686401367 (2.34200119972229) | > loss_1: 28.782854080200195 (31.405663808186848)  --> STEP: 22 | > loss_disc: 2.524750232696533 (2.448923208496787) | > loss_disc_real_0: 0.13483919203281403 (0.16210778159174052) | > loss_disc_real_1: 0.28622111678123474 (0.20287494429133154) | > loss_disc_real_2: 0.2291577309370041 (0.24060234224254434) | > loss_disc_real_3: 0.19037510454654694 (0.22164113819599152) | > loss_disc_real_4: 0.2349400520324707 (0.23404660617763345) | > loss_disc_real_5: 0.2722386121749878 (0.22667276791550897) | > loss_0: 2.524750232696533 (2.448923208496787) | > loss_gen: 2.2794439792633057 (2.3336023309014062) | > loss_kl: 2.4557383060455322 (3.02535757151517) | > loss_feat: 6.56490421295166 (6.543312896381725) | > loss_mel: 16.546192169189453 (17.106054089286108) | > loss_duration: 2.245171546936035 (2.337599851868369) | > loss_1: 30.091449737548828 (31.34592680497603)  --> STEP: 23 | > loss_disc: 2.6473493576049805 (2.457550432371056) | > loss_disc_real_0: 0.23352980613708496 (0.1652130870067555) | > loss_disc_real_1: 0.24156588315963745 (0.20455715902473615) | > loss_disc_real_2: 0.2758328914642334 (0.242134105252183) | > loss_disc_real_3: 0.2757790684700012 (0.22399496125138324) | > loss_disc_real_4: 0.2891584634780884 (0.23644277388634888) | > loss_disc_real_5: 0.2986421585083008 (0.229801871854326) | > loss_0: 2.6473493576049805 (2.457550432371056) | > loss_gen: 2.3984642028808594 (2.3364224122918174) | > loss_kl: 2.5118887424468994 (3.0030328398165493) | > loss_feat: 6.079030513763428 (6.5231267058331035) | > loss_mel: 16.90498924255371 (17.097312139428176) | > loss_duration: 2.264467716217041 (2.3344201937965723) | > loss_1: 30.15884017944336 (31.294314342996348)  --> STEP: 24 | > loss_disc: 2.5662856101989746 (2.462081064780553) | > loss_disc_real_0: 0.16199560463428497 (0.16507902524123588) | > loss_disc_real_1: 0.23155730962753296 (0.2056821652998527) | > loss_disc_real_2: 0.2707182765007019 (0.24332511238753796) | > loss_disc_real_3: 0.2048661857843399 (0.22319792894025645) | > loss_disc_real_4: 0.26519155502319336 (0.23764063976705074) | > loss_disc_real_5: 0.27683225274086 (0.23176147105793157) | > loss_0: 2.5662856101989746 (2.462081064780553) | > loss_gen: 2.1993210315704346 (2.3307098547617597) | > loss_kl: 2.9049525260925293 (2.9989461600780487) | > loss_feat: 4.247607231140137 (6.428313394387563) | > loss_mel: 13.383233070373535 (16.942558844884232) | > loss_duration: 2.4509787559509277 (2.339276800553004) | > loss_1: 25.186094284057617 (31.0398051738739)  --> STEP: 25 | > loss_disc: 2.459374189376831 (2.461972789764404) | > loss_disc_real_0: 0.10683950036764145 (0.16274944424629212) | > loss_disc_real_1: 0.2352762073278427 (0.20686592698097228) | > loss_disc_real_2: 0.21753256022930145 (0.2422934103012085) | > loss_disc_real_3: 0.23700501024723053 (0.2237502121925354) | > loss_disc_real_4: 0.20716102421283722 (0.2364214551448822) | > loss_disc_real_5: 0.2558329999446869 (0.2327243322134018) | > loss_0: 2.459374189376831 (2.461972789764404) | > loss_gen: 2.3430991172790527 (2.3312054252624517) | > loss_kl: 2.498953104019165 (2.9789464378356936) | > loss_feat: 7.535560131072998 (6.472603263854981) | > loss_mel: 16.34772491455078 (16.918765487670893) | > loss_duration: 2.342456817626953 (2.339404001235962) | > loss_1: 31.067794799804688 (31.04092475891113)  --> STEP: 26 | > loss_disc: 2.1769134998321533 (2.451008970920856) | > loss_disc_real_0: 0.20514468848705292 (0.16438003056324446) | > loss_disc_real_1: 0.14364421367645264 (0.20443432262310615) | > loss_disc_real_2: 0.1673743575811386 (0.2394119082735135) | > loss_disc_real_3: 0.08649002015590668 (0.21847097403728044) | > loss_disc_real_4: 0.14184603095054626 (0.23278393882971543) | > loss_disc_real_5: 0.15804806351661682 (0.2298521680327562) | > loss_0: 2.1769134998321533 (2.451008970920856) | > loss_gen: 2.7508084774017334 (2.3473440041908855) | > loss_kl: 2.536458730697632 (2.961927679868845) | > loss_feat: 21.55752182006836 (7.052792439093957) | > loss_mel: 22.683155059814453 (17.14047277890718) | > loss_duration: 2.2495813369750977 (2.335949283379775) | > loss_1: 51.77752685546875 (31.838486378009502) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025961949275090145 (+0.00023538332719069254) | > avg_loss_disc: 2.451008970920856 (+0.032333007225624044) | > avg_loss_disc_real_0: 0.16438003056324446 (+0.017712146903459874) | > avg_loss_disc_real_1: 0.20443432262310615 (-0.05251114815473554) | > avg_loss_disc_real_2: 0.2394119082735135 (-0.03311615895766473) | > avg_loss_disc_real_3: 0.21847097403728044 (-0.028928419718375592) | > avg_loss_disc_real_4: 0.23278393882971543 (-0.020022196265367387) | > avg_loss_disc_real_5: 0.2298521680327562 (+0.018777276747501792) | > avg_loss_0: 2.451008970920856 (+0.032333007225624044) | > avg_loss_gen: 2.3473440041908855 (-0.24404648634103587) | > avg_loss_kl: 2.961927679868845 (+0.07776976548708436) | > avg_loss_feat: 7.052792439093957 (-0.10601797470679575) | > avg_loss_mel: 17.14047277890718 (-0.34571324861967057) | > avg_loss_duration: 2.335949283379775 (+0.00928347844343902) | > avg_loss_1: 31.838486378009502 (-0.6087242273183939)  > EPOCH: 607/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 17:57:46)   --> TIME: 2024-06-11 17:57:52 -- STEP: 14/330 -- GLOBAL_STEP: 288325 | > loss_disc: 2.359156370162964 (2.3087223768234253) | > loss_disc_real_0: 0.10445965081453323 (0.10271629158939634) | > loss_disc_real_1: 0.20757538080215454 (0.19322327417986734) | > loss_disc_real_2: 0.1893060803413391 (0.20459085596459253) | > loss_disc_real_3: 0.23567073047161102 (0.22595996196780885) | > loss_disc_real_4: 0.21424788236618042 (0.23009125888347626) | > loss_disc_real_5: 0.19321288168430328 (0.22355686128139496) | > loss_0: 2.359156370162964 (2.3087223768234253) | > grad_norm_0: tensor(28.8441, device='cuda:0') (tensor(9.2223, device='cuda:0')) | > loss_gen: 2.408963203430176 (2.483685782977513) | > loss_kl: 1.5654979944229126 (1.9318471465791975) | > loss_feat: 6.493199348449707 (7.009646109172276) | > loss_mel: 16.69853973388672 (17.883840833391464) | > loss_duration: 2.040411949157715 (2.0944244861602783) | > loss_1: 29.20661163330078 (31.40344442640032) | > grad_norm_1: tensor(202.2526, device='cuda:0') (tensor(106.9613, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3486 (0.36155196598597933) | > loader_time: 0.0035 (0.003046819141932896)  --> TIME: 2024-06-11 17:58:01 -- STEP: 39/330 -- GLOBAL_STEP: 288350 | > loss_disc: 2.332736015319824 (2.3447953982230945) | > loss_disc_real_0: 0.1045074611902237 (0.10865762867988685) | > loss_disc_real_1: 0.16102008521556854 (0.19624391962320376) | > loss_disc_real_2: 0.2147911936044693 (0.2086820812561573) | > loss_disc_real_3: 0.22552752494812012 (0.2270423437540348) | > loss_disc_real_4: 0.21417571604251862 (0.23045917886954087) | > loss_disc_real_5: 0.20801052451133728 (0.22325884187832856) | > loss_0: 2.332736015319824 (2.3447953982230945) | > grad_norm_0: tensor(14.9480, device='cuda:0') (tensor(11.7924, device='cuda:0')) | > loss_gen: 2.543168306350708 (2.495701973254864) | > loss_kl: 2.1531293392181396 (1.9321177066900792) | > loss_feat: 7.902761459350586 (7.054849783579509) | > loss_mel: 18.477434158325195 (17.805157636984802) | > loss_duration: 2.026543140411377 (2.0326175353465934) | > loss_1: 33.1030387878418 (31.320444742838543) | > grad_norm_1: tensor(184.6034, device='cuda:0') (tensor(132.1388, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3602 (0.35669411145723784) | > loader_time: 0.0038 (0.003269458428407327)  --> TIME: 2024-06-11 17:58:10 -- STEP: 64/330 -- GLOBAL_STEP: 288375 | > loss_disc: 2.380621910095215 (2.348292514681816) | > loss_disc_real_0: 0.1160779595375061 (0.10894926846958697) | > loss_disc_real_1: 0.2086123377084732 (0.20011147297918797) | > loss_disc_real_2: 0.1876337230205536 (0.20817714044824243) | > loss_disc_real_3: 0.2489694207906723 (0.22893764404579997) | > loss_disc_real_4: 0.2655148506164551 (0.2307889915537089) | > loss_disc_real_5: 0.2284824252128601 (0.2215169977862388) | > loss_0: 2.380621910095215 (2.348292514681816) | > grad_norm_0: tensor(20.2910, device='cuda:0') (tensor(14.4977, device='cuda:0')) | > loss_gen: 2.447582244873047 (2.4920644871890545) | > loss_kl: 2.061997413635254 (1.9326901901513338) | > loss_feat: 7.0075297355651855 (7.01517978310585) | > loss_mel: 18.01714515686035 (17.69354397058487) | > loss_duration: 2.0016517639160156 (2.0137651711702347) | > loss_1: 31.535905838012695 (31.14724373817444) | > grad_norm_1: tensor(187.2609, device='cuda:0') (tensor(168.9262, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.36 (0.3575209267437458) | > loader_time: 0.0038 (0.003373853862285614)  --> TIME: 2024-06-11 17:58:20 -- STEP: 89/330 -- GLOBAL_STEP: 288400 | > loss_disc: 2.4756102561950684 (2.3548348887582837) | > loss_disc_real_0: 0.16282865405082703 (0.11127023264933168) | > loss_disc_real_1: 0.2087378054857254 (0.20014068886135403) | > loss_disc_real_2: 0.23446138203144073 (0.2100107519144422) | > loss_disc_real_3: 0.276970237493515 (0.22988625942321306) | > loss_disc_real_4: 0.25801363587379456 (0.2307485266682807) | > loss_disc_real_5: 0.2377280294895172 (0.2215301732668716) | > loss_0: 2.4756102561950684 (2.3548348887582837) | > grad_norm_0: tensor(17.4074, device='cuda:0') (tensor(15.5595, device='cuda:0')) | > loss_gen: 2.427537679672241 (2.4920853121896807) | > loss_kl: 2.0114121437072754 (1.9399898855873707) | > loss_feat: 6.135242938995361 (7.02723137180457) | > loss_mel: 16.92939567565918 (17.681032823712638) | > loss_duration: 2.01827073097229 (2.0065334164694453) | > loss_1: 29.52185821533203 (31.146872916918124) | > grad_norm_1: tensor(49.3805, device='cuda:0') (tensor(175.2023, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3869 (0.3628125726506953) | > loader_time: 0.0045 (0.0035740471957774645)  --> TIME: 2024-06-11 17:58:30 -- STEP: 114/330 -- GLOBAL_STEP: 288425 | > loss_disc: 2.3650929927825928 (2.3574874171039513) | > loss_disc_real_0: 0.07147568464279175 (0.11130079012690929) | > loss_disc_real_1: 0.16383859515190125 (0.20006078507816583) | > loss_disc_real_2: 0.19520404934883118 (0.2098927791965635) | > loss_disc_real_3: 0.21961987018585205 (0.22963655831521018) | > loss_disc_real_4: 0.22853900492191315 (0.2300948913682971) | > loss_disc_real_5: 0.19660361111164093 (0.22165569872186894) | > loss_0: 2.3650929927825928 (2.3574874171039513) | > grad_norm_0: tensor(41.4072, device='cuda:0') (tensor(18.3980, device='cuda:0')) | > loss_gen: 2.676286458969116 (2.4927523157052827) | > loss_kl: 2.0463924407958984 (1.9474948445955913) | > loss_feat: 7.222031593322754 (7.000883462136252) | > loss_mel: 18.469959259033203 (17.665721859848283) | > loss_duration: 2.024075746536255 (2.0066727211600854) | > loss_1: 32.43874740600586 (31.11352529023823) | > grad_norm_1: tensor(388.6363, device='cuda:0') (tensor(202.9702, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3866 (0.3671597890686572) | > loader_time: 0.004 (0.003743115224336323)  --> TIME: 2024-06-11 17:58:39 -- STEP: 139/330 -- GLOBAL_STEP: 288450 | > loss_disc: 2.2276806831359863 (2.3569648060009634) | > loss_disc_real_0: 0.11793407797813416 (0.11246013861122749) | > loss_disc_real_1: 0.17892740666866302 (0.20025453400268828) | > loss_disc_real_2: 0.1924012154340744 (0.2102715114680983) | > loss_disc_real_3: 0.22985990345478058 (0.22958988305047262) | > loss_disc_real_4: 0.22649769484996796 (0.23074592210406022) | > loss_disc_real_5: 0.22100381553173065 (0.22186094318791258) | > loss_0: 2.2276806831359863 (2.3569648060009634) | > grad_norm_0: tensor(48.2345, device='cuda:0') (tensor(20.8611, device='cuda:0')) | > loss_gen: 2.5674097537994385 (2.494560595038983) | > loss_kl: 2.0056381225585938 (1.949253367863113) | > loss_feat: 7.436105251312256 (7.002770437611093) | > loss_mel: 17.099729537963867 (17.666706263590196) | > loss_duration: 2.0734188556671143 (2.0108479021264496) | > loss_1: 31.182302474975586 (31.12413863312426) | > grad_norm_1: tensor(511.3878, device='cuda:0') (tensor(219.4838, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3908 (0.3703337521861784) | > loader_time: 0.0044 (0.003848209655542168)  --> TIME: 2024-06-11 17:58:49 -- STEP: 164/330 -- GLOBAL_STEP: 288475 | > loss_disc: 2.2581803798675537 (2.3588808280665696) | > loss_disc_real_0: 0.07510723173618317 (0.11407434047631375) | > loss_disc_real_1: 0.1970827728509903 (0.19917532592648413) | > loss_disc_real_2: 0.1907399594783783 (0.21093388683185343) | > loss_disc_real_3: 0.21274511516094208 (0.2295217516763908) | > loss_disc_real_4: 0.18124060332775116 (0.2302905442874606) | > loss_disc_real_5: 0.20420140027999878 (0.2210651493472297) | > loss_0: 2.2581803798675537 (2.3588808280665696) | > grad_norm_0: tensor(31.0032, device='cuda:0') (tensor(23.8791, device='cuda:0')) | > loss_gen: 2.638869285583496 (2.4984232114582516) | > loss_kl: 1.927966833114624 (1.9562542075064124) | > loss_feat: 7.599386215209961 (7.013325717391037) | > loss_mel: 17.617900848388672 (17.66755757680752) | > loss_duration: 2.09401798248291 (2.0147270473038272) | > loss_1: 31.87813949584961 (31.15028781425662) | > grad_norm_1: tensor(443.4355, device='cuda:0') (tensor(243.1321, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.385 (0.3721812512816455) | > loader_time: 0.004 (0.0039331084344445206)  --> TIME: 2024-06-11 17:58:59 -- STEP: 189/330 -- GLOBAL_STEP: 288500 | > loss_disc: 2.278111696243286 (2.3573698745202774) | > loss_disc_real_0: 0.06956729292869568 (0.11461007305317455) | > loss_disc_real_1: 0.16893409192562103 (0.19839375012766117) | > loss_disc_real_2: 0.22033576667308807 (0.21084021418182938) | > loss_disc_real_3: 0.2245739996433258 (0.229856117692574) | > loss_disc_real_4: 0.18495027720928192 (0.2306160657178788) | > loss_disc_real_5: 0.21957182884216309 (0.22081699581057937) | > loss_0: 2.278111696243286 (2.3573698745202774) | > grad_norm_0: tensor(59.4394, device='cuda:0') (tensor(26.3236, device='cuda:0')) | > loss_gen: 2.6196682453155518 (2.5052528482265566) | > loss_kl: 2.0176260471343994 (1.9587709758647536) | > loss_feat: 7.226818084716797 (7.01954458882569) | > loss_mel: 17.15350914001465 (17.616686493000643) | > loss_duration: 2.0971577167510986 (2.02183662646662) | > loss_1: 31.11478042602539 (31.12209162636409) | > grad_norm_1: tensor(491.4912, device='cuda:0') (tensor(270.5058, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3939 (0.37400129610899296) | > loader_time: 0.0046 (0.004010486855077999) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_288500.pth  --> TIME: 2024-06-11 17:59:14 -- STEP: 214/330 -- GLOBAL_STEP: 288525 | > loss_disc: 2.2874059677124023 (2.3584778765651673) | > loss_disc_real_0: 0.07528690248727798 (0.11538093876546231) | > loss_disc_real_1: 0.19659735262393951 (0.19823268118584267) | > loss_disc_real_2: 0.20572371780872345 (0.21119009647692474) | > loss_disc_real_3: 0.22080017626285553 (0.22998381392142483) | > loss_disc_real_4: 0.23255933821201324 (0.23011277629950336) | > loss_disc_real_5: 0.2253466099500656 (0.22163145446053176) | > loss_0: 2.2874059677124023 (2.3584778765651673) | > grad_norm_0: tensor(83.8663, device='cuda:0') (tensor(28.6917, device='cuda:0')) | > loss_gen: 2.422283411026001 (2.508986787261249) | > loss_kl: 1.9067575931549072 (1.9605967931658308) | > loss_feat: 6.738857269287109 (7.038309614234995) | > loss_mel: 17.118242263793945 (17.584406629901046) | > loss_duration: 2.1359353065490723 (2.0290960541395378) | > loss_1: 30.32207489013672 (31.12139597562986) | > grad_norm_1: tensor(601.7174, device='cuda:0') (tensor(292.5299, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.3949 (0.37705268703888534) | > loader_time: 0.0049 (0.004119249147789503)  --> TIME: 2024-06-11 17:59:25 -- STEP: 239/330 -- GLOBAL_STEP: 288550 | > loss_disc: 2.353069543838501 (2.3617660789808967) | > loss_disc_real_0: 0.07643076032400131 (0.11707048044855625) | > loss_disc_real_1: 0.23790666460990906 (0.1983070510700657) | > loss_disc_real_2: 0.21925710141658783 (0.21142326613350393) | > loss_disc_real_3: 0.2516597807407379 (0.2298763132494364) | > loss_disc_real_4: 0.21073564887046814 (0.22981485824205886) | > loss_disc_real_5: 0.21443696320056915 (0.22140712593389855) | > loss_0: 2.353069543838501 (2.3617660789808967) | > grad_norm_0: tensor(46.4035, device='cuda:0') (tensor(30.5872, device='cuda:0')) | > loss_gen: 2.4883103370666504 (2.503609302153646) | > loss_kl: 1.851477026939392 (1.9602565760393023) | > loss_feat: 6.979437828063965 (7.015853187529113) | > loss_mel: 17.740354537963867 (17.521008108450264) | > loss_duration: 2.071138858795166 (2.0374039885389252) | > loss_1: 31.130718231201172 (31.038131227054357) | > grad_norm_1: tensor(344.7087, device='cuda:0') (tensor(304.4633, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.4125 (0.38173766814515203) | > loader_time: 0.0051 (0.004244022289579389)  --> TIME: 2024-06-11 17:59:36 -- STEP: 264/330 -- GLOBAL_STEP: 288575 | > loss_disc: 2.325493574142456 (2.361605254086581) | > loss_disc_real_0: 0.1202472597360611 (0.11751247907170292) | > loss_disc_real_1: 0.21911165118217468 (0.1982815537150159) | > loss_disc_real_2: 0.1933222860097885 (0.2113681569921248) | > loss_disc_real_3: 0.26343458890914917 (0.22990027611905878) | > loss_disc_real_4: 0.23606368899345398 (0.23009463772177696) | > loss_disc_real_5: 0.22446347773075104 (0.22188720993246092) | > loss_0: 2.325493574142456 (2.361605254086581) | > grad_norm_0: tensor(23.0636, device='cuda:0') (tensor(30.2993, device='cuda:0')) | > loss_gen: 2.4860846996307373 (2.5021641200238998) | > loss_kl: 1.9985182285308838 (1.9643516942407147) | > loss_feat: 6.41754674911499 (7.026945305593086) | > loss_mel: 16.659364700317383 (17.483167413509236) | > loss_duration: 2.1567652225494385 (2.0449178074345435) | > loss_1: 29.718278884887695 (31.0215464071794) | > grad_norm_1: tensor(113.5964, device='cuda:0') (tensor(308.1328, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.4329 (0.3860802542079581) | > loader_time: 0.006 (0.004389891118714309)  --> TIME: 2024-06-11 17:59:47 -- STEP: 289/330 -- GLOBAL_STEP: 288600 | > loss_disc: 2.350015640258789 (2.3636747883265405) | > loss_disc_real_0: 0.1214633584022522 (0.1184339507975999) | > loss_disc_real_1: 0.22788988053798676 (0.1987245732009617) | > loss_disc_real_2: 0.22275158762931824 (0.21174268244047065) | > loss_disc_real_3: 0.2342795580625534 (0.22999194016918592) | > loss_disc_real_4: 0.21993158757686615 (0.22994714485526496) | > loss_disc_real_5: 0.19949090480804443 (0.22176877813974466) | > loss_0: 2.350015640258789 (2.3636747883265405) | > grad_norm_0: tensor(39.8803, device='cuda:0') (tensor(31.4687, device='cuda:0')) | > loss_gen: 2.4643654823303223 (2.498892430203182) | > loss_kl: 2.1451401710510254 (1.9702489074951224) | > loss_feat: 6.678044319152832 (7.024950776545645) | > loss_mel: 16.763874053955078 (17.43607934535993) | > loss_duration: 2.1993160247802734 (2.054463226489954) | > loss_1: 30.25074005126953 (30.984634755804464) | > grad_norm_1: tensor(289.9301, device='cuda:0') (tensor(316.2473, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.4627 (0.391625375483688) | > loader_time: 0.0064 (0.004562964488890761)  --> TIME: 2024-06-11 18:00:00 -- STEP: 314/330 -- GLOBAL_STEP: 288625 | > loss_disc: 2.479276418685913 (2.366431940133406) | > loss_disc_real_0: 0.10247281193733215 (0.11988161398679208) | > loss_disc_real_1: 0.20753008127212524 (0.19906261539573114) | > loss_disc_real_2: 0.2232196033000946 (0.21190840988212334) | > loss_disc_real_3: 0.23375219106674194 (0.229630962868405) | > loss_disc_real_4: 0.272998571395874 (0.2301861788057218) | > loss_disc_real_5: 0.23771065473556519 (0.22179314133467948) | > loss_0: 2.479276418685913 (2.366431940133406) | > grad_norm_0: tensor(17.9259, device='cuda:0') (tensor(31.9893, device='cuda:0')) | > loss_gen: 2.3086094856262207 (2.495650686276185) | > loss_kl: 1.985439658164978 (1.9757613372650875) | > loss_feat: 7.00563907623291 (7.036745197454074) | > loss_mel: 17.912761688232422 (17.392526489913845) | > loss_duration: 2.2434158325195312 (2.067234232167529) | > loss_1: 31.45586395263672 (30.96791800116278) | > grad_norm_1: tensor(284.8048, device='cuda:0') (tensor(319.4346, device='cuda:0')) | > current_lr_0: 0.0001853855339569321 | > current_lr_1: 0.0001853855339569321 | > step_time: 0.5262 (0.40013236225031007) | > loader_time: 0.0072 (0.004764413378041266)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6390066146850586 (2.6390066146850586) | > loss_disc_real_0: 0.11430385708808899 (0.11430385708808899) | > loss_disc_real_1: 0.29839831590652466 (0.29839831590652466) | > loss_disc_real_2: 0.24633291363716125 (0.24633291363716125) | > loss_disc_real_3: 0.2501569986343384 (0.2501569986343384) | > loss_disc_real_4: 0.2796808183193207 (0.2796808183193207) | > loss_disc_real_5: 0.26487359404563904 (0.26487359404563904) | > loss_0: 2.6390066146850586 (2.6390066146850586) | > loss_gen: 2.4219679832458496 (2.4219679832458496) | > loss_kl: 3.060359239578247 (3.060359239578247) | > loss_feat: 5.925223350524902 (5.925223350524902) | > loss_mel: 17.70939064025879 (17.70939064025879) | > loss_duration: 3.1765732765197754 (3.1765732765197754) | > loss_1: 32.293514251708984 (32.293514251708984)  --> STEP: 1 | > loss_disc: 2.0772199630737305 (2.0772199630737305) | > loss_disc_real_0: 0.07319670170545578 (0.07319670170545578) | > loss_disc_real_1: 0.1684398502111435 (0.1684398502111435) | > loss_disc_real_2: 0.1934402585029602 (0.1934402585029602) | > loss_disc_real_3: 0.14388661086559296 (0.14388661086559296) | > loss_disc_real_4: 0.17427505552768707 (0.17427505552768707) | > loss_disc_real_5: 0.1678379476070404 (0.1678379476070404) | > loss_0: 2.0772199630737305 (2.0772199630737305) | > loss_gen: 2.4189281463623047 (2.4189281463623047) | > loss_kl: 3.3039956092834473 (3.3039956092834473) | > loss_feat: 7.9529948234558105 (7.9529948234558105) | > loss_mel: 18.353124618530273 (18.353124618530273) | > loss_duration: 2.388730525970459 (2.388730525970459) | > loss_1: 34.41777420043945 (34.41777420043945)  --> STEP: 2 | > loss_disc: 2.457519292831421 (2.2673696279525757) | > loss_disc_real_0: 0.07978619635105133 (0.07649144902825356) | > loss_disc_real_1: 0.2448967695236206 (0.20666830986738205) | > loss_disc_real_2: 0.29155921936035156 (0.24249973893165588) | > loss_disc_real_3: 0.17501617968082428 (0.15945139527320862) | > loss_disc_real_4: 0.2952542304992676 (0.23476464301347733) | > loss_disc_real_5: 0.2019450068473816 (0.184891477227211) | > loss_0: 2.457519292831421 (2.2673696279525757) | > loss_gen: 2.280834197998047 (2.349881172180176) | > loss_kl: 2.8968169689178467 (3.100406289100647) | > loss_feat: 4.939238548278809 (6.44611668586731) | > loss_mel: 17.344318389892578 (17.848721504211426) | > loss_duration: 2.4349188804626465 (2.4118247032165527) | > loss_1: 29.896127700805664 (32.15695095062256)  --> STEP: 3 | > loss_disc: 2.2857863903045654 (2.2735085487365723) | > loss_disc_real_0: 0.15632815659046173 (0.10310368488232295) | > loss_disc_real_1: 0.20297908782958984 (0.20543856918811798) | > loss_disc_real_2: 0.2017606496810913 (0.22892004251480103) | > loss_disc_real_3: 0.21974433958530426 (0.1795490433772405) | > loss_disc_real_4: 0.23124787211418152 (0.23359238604704538) | > loss_disc_real_5: 0.15226761996746063 (0.17401685814062753) | > loss_0: 2.2857863903045654 (2.2735085487365723) | > loss_gen: 2.4467132091522217 (2.3821585178375244) | > loss_kl: 3.005934238433838 (3.068915605545044) | > loss_feat: 6.55837869644165 (6.483537356058757) | > loss_mel: 19.31942367553711 (18.338955561319988) | > loss_duration: 2.3029611110687256 (2.375536839167277) | > loss_1: 33.63340759277344 (32.64910316467285)  --> STEP: 4 | > loss_disc: 2.645867347717285 (2.3665982484817505) | > loss_disc_real_0: 0.28679460287094116 (0.1490264143794775) | > loss_disc_real_1: 0.23083733022212982 (0.21178825944662094) | > loss_disc_real_2: 0.2182369828224182 (0.22624927759170532) | > loss_disc_real_3: 0.26892563700675964 (0.20189319178462029) | > loss_disc_real_4: 0.2924133539199829 (0.24829762801527977) | > loss_disc_real_5: 0.2149687558412552 (0.18425483256578445) | > loss_0: 2.645867347717285 (2.3665982484817505) | > loss_gen: 2.549675226211548 (2.4240376949310303) | > loss_kl: 3.1144297122955322 (3.080294132232666) | > loss_feat: 6.086909770965576 (6.384380459785461) | > loss_mel: 19.17795753479004 (18.5487060546875) | > loss_duration: 2.380192279815674 (2.376700699329376) | > loss_1: 33.309165954589844 (32.8141188621521)  --> STEP: 5 | > loss_disc: 2.613468647003174 (2.4159723281860352) | > loss_disc_real_0: 0.17135833203792572 (0.15349279791116716) | > loss_disc_real_1: 0.2815028727054596 (0.22573118209838866) | > loss_disc_real_2: 0.25349515676498413 (0.23169845342636108) | > loss_disc_real_3: 0.2425002008676529 (0.21001459360122682) | > loss_disc_real_4: 0.233891561627388 (0.24541641473770143) | > loss_disc_real_5: 0.21075351536273956 (0.1895545691251755) | > loss_0: 2.613468647003174 (2.4159723281860352) | > loss_gen: 2.4529895782470703 (2.429828071594238) | > loss_kl: 2.310742139816284 (2.9263837337493896) | > loss_feat: 6.428915977478027 (6.393287563323975) | > loss_mel: 19.3685359954834 (18.71267204284668) | > loss_duration: 2.3647608757019043 (2.374312734603882) | > loss_1: 32.92594528198242 (32.83648414611817)  --> STEP: 6 | > loss_disc: 2.538609266281128 (2.4364118178685508) | > loss_disc_real_0: 0.14321497082710266 (0.15177982673048973) | > loss_disc_real_1: 0.23561160266399384 (0.22737791885932288) | > loss_disc_real_2: 0.21232987940311432 (0.22847035775581995) | > loss_disc_real_3: 0.22821931540966034 (0.2130487139026324) | > loss_disc_real_4: 0.2911883592605591 (0.2530450721581777) | > loss_disc_real_5: 0.21500656008720398 (0.1937965676188469) | > loss_0: 2.538609266281128 (2.4364118178685508) | > loss_gen: 2.326587438583374 (2.4126212994257608) | > loss_kl: 3.518326759338379 (3.0250409046808877) | > loss_feat: 5.766294002532959 (6.288788636525472) | > loss_mel: 19.303686141967773 (18.811174392700195) | > loss_duration: 2.193498373031616 (2.344177007675171) | > loss_1: 33.10839080810547 (32.88180192311605)  --> STEP: 7 | > loss_disc: 2.286728620529175 (2.4150285039629256) | > loss_disc_real_0: 0.12607066333293915 (0.14810708910226822) | > loss_disc_real_1: 0.2453697919845581 (0.22994818644864218) | > loss_disc_real_2: 0.23805013298988342 (0.22983889707497188) | > loss_disc_real_3: 0.20261038839817047 (0.21155752454485213) | > loss_disc_real_4: 0.2547913193702698 (0.2532945360456194) | > loss_disc_real_5: 0.2233051210641861 (0.19801207525389536) | > loss_0: 2.286728620529175 (2.4150285039629256) | > loss_gen: 2.621933937072754 (2.442523104803903) | > loss_kl: 4.617064952850342 (3.2524729115622386) | > loss_feat: 6.137534141540527 (6.267180851527622) | > loss_mel: 17.384986877441406 (18.607433319091797) | > loss_duration: 2.5237951278686523 (2.3698367391313826) | > loss_1: 33.285316467285156 (32.939446857997346)  --> STEP: 8 | > loss_disc: 2.443068504333496 (2.418533504009247) | > loss_disc_real_0: 0.14335571229457855 (0.147513167001307) | > loss_disc_real_1: 0.17716117203235626 (0.22334980964660645) | > loss_disc_real_2: 0.23119930922985077 (0.23000894859433174) | > loss_disc_real_3: 0.21089692413806915 (0.21147494949400425) | > loss_disc_real_4: 0.2314167469739914 (0.2505598124116659) | > loss_disc_real_5: 0.15401260554790497 (0.19251214154064655) | > loss_0: 2.443068504333496 (2.418533504009247) | > loss_gen: 2.0889837741851807 (2.3983306884765625) | > loss_kl: 3.547407865524292 (3.289339780807495) | > loss_feat: 7.837474822998047 (6.463467597961426) | > loss_mel: 17.399311065673828 (18.45641803741455) | > loss_duration: 2.282560348510742 (2.3589271903038025) | > loss_1: 33.155738830566406 (32.96648335456848)  --> STEP: 9 | > loss_disc: 2.6020121574401855 (2.438920021057129) | > loss_disc_real_0: 0.18704703450202942 (0.15190581894583172) | > loss_disc_real_1: 0.2060709446668625 (0.22142993575996822) | > loss_disc_real_2: 0.22109682857990265 (0.22901871303717294) | > loss_disc_real_3: 0.1814298927783966 (0.20813660985893673) | > loss_disc_real_4: 0.33893483877182007 (0.26037925978501636) | > loss_disc_real_5: 0.250548392534256 (0.19896061387326983) | > loss_0: 2.6020121574401855 (2.438920021057129) | > loss_gen: 2.3178939819335938 (2.389393276638455) | > loss_kl: 2.9150843620300293 (3.247755845387777) | > loss_feat: 12.773465156555176 (7.164578437805176) | > loss_mel: 18.594356536865234 (18.471744537353516) | > loss_duration: 2.1871352195739746 (2.3398391935560436) | > loss_1: 38.787933349609375 (33.61331113179525)  --> STEP: 10 | > loss_disc: 2.5262770652770996 (2.447655725479126) | > loss_disc_real_0: 0.14913472533226013 (0.15162870958447455) | > loss_disc_real_1: 0.22769476473331451 (0.22205641865730286) | > loss_disc_real_2: 0.29120269417762756 (0.23523711115121843) | > loss_disc_real_3: 0.22848090529441833 (0.21017103940248488) | > loss_disc_real_4: 0.2261623591184616 (0.2569575697183609) | > loss_disc_real_5: 0.14968323707580566 (0.1940328761935234) | > loss_0: 2.5262770652770996 (2.447655725479126) | > loss_gen: 2.5594980716705322 (2.4064037561416627) | > loss_kl: 2.683455228805542 (3.1913257837295532) | > loss_feat: 7.773616313934326 (7.225482225418091) | > loss_mel: 18.365020751953125 (18.461072158813476) | > loss_duration: 2.397566795349121 (2.3456119537353515) | > loss_1: 33.77915573120117 (33.62989559173584)  --> STEP: 11 | > loss_disc: 2.505103826522827 (2.4528782801194624) | > loss_disc_real_0: 0.13950787484645844 (0.1505268155173822) | > loss_disc_real_1: 0.17106327414512634 (0.21742067824710498) | > loss_disc_real_2: 0.2723742425441742 (0.23861321400512348) | > loss_disc_real_3: 0.233237162232399 (0.21226795965974982) | > loss_disc_real_4: 0.2662719190120697 (0.2578043287450617) | > loss_disc_real_5: 0.20991671085357666 (0.19547686116261917) | > loss_0: 2.505103826522827 (2.4528782801194624) | > loss_gen: 2.162426471710205 (2.3842240030115303) | > loss_kl: 3.3392674922943115 (3.204775029962713) | > loss_feat: 6.388922214508057 (7.14943131533536) | > loss_mel: 18.058073043823242 (18.424435875632547) | > loss_duration: 2.513932704925537 (2.3609138402071865) | > loss_1: 32.46261978149414 (33.523779608986594)  --> STEP: 12 | > loss_disc: 2.4932069778442383 (2.4562390049298606) | > loss_disc_real_0: 0.10563751310110092 (0.14678604031602543) | > loss_disc_real_1: 0.21426646411418915 (0.217157827069362) | > loss_disc_real_2: 0.207206130027771 (0.2359959570070108) | > loss_disc_real_3: 0.19198213517665863 (0.2105774742861589) | > loss_disc_real_4: 0.25029003620147705 (0.257178137699763) | > loss_disc_real_5: 0.20248720049858093 (0.19606105610728264) | > loss_0: 2.4932069778442383 (2.4562390049298606) | > loss_gen: 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(18.3074710552509) | > loss_duration: 2.251105785369873 (2.3445046498225284) | > loss_1: 31.507076263427734 (33.21409445542555)  --> STEP: 14 | > loss_disc: 2.3625223636627197 (2.4561243738446916) | > loss_disc_real_0: 0.13202343881130219 (0.1464913157480104) | > loss_disc_real_1: 0.19503869116306305 (0.2180037498474121) | > loss_disc_real_2: 0.24364788830280304 (0.23931203143937246) | > loss_disc_real_3: 0.2522083520889282 (0.21322031425578253) | > loss_disc_real_4: 0.2988615930080414 (0.2608369929449899) | > loss_disc_real_5: 0.23996911942958832 (0.2004691841346877) | > loss_0: 2.3625223636627197 (2.4561243738446916) | > loss_gen: 2.7534375190734863 (2.393017428261893) | > loss_kl: 3.735948085784912 (3.1968805279050554) | > loss_feat: 8.114684104919434 (7.118074825831822) | > loss_mel: 18.018638610839844 (18.286840166364396) | > loss_duration: 2.4125940799713135 (2.3493681805474416) | > loss_1: 35.035301208496094 (33.34418065207345)  --> STEP: 15 | > loss_disc: 2.2289645671844482 (2.440980386734009) | > loss_disc_real_0: 0.13771477341651917 (0.14590621292591097) | > loss_disc_real_1: 0.2534179389476776 (0.22036469578742982) | > loss_disc_real_2: 0.1763269454240799 (0.23511302570501963) | > loss_disc_real_3: 0.1731562316417694 (0.21054937541484833) | > loss_disc_real_4: 0.19654914736747742 (0.25655113657315576) | > loss_disc_real_5: 0.1879989206790924 (0.199637833237648) | > loss_0: 2.2289645671844482 (2.440980386734009) | > loss_gen: 2.489758253097534 (2.3994668165842694) | > loss_kl: 3.5941085815429688 (3.223362398147583) | > loss_feat: 8.611262321472168 (7.2176206588745115) | > loss_mel: 17.88640022277832 (18.260144170125326) | > loss_duration: 2.3556604385375977 (2.3497876644134523) | > loss_1: 34.93718719482422 (33.45038108825683)  --> STEP: 16 | > loss_disc: 2.288078784942627 (2.4314240366220474) | > loss_disc_real_0: 0.20382237434387207 (0.14952597301453355) | > loss_disc_real_1: 0.17491482198238373 (0.21752407867461443) | > loss_disc_real_2: 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loss_disc_real_5: 0.2797129154205322 (0.2055099764290978) | > loss_0: 2.4167466163635254 (2.4305606589597812) | > loss_gen: 2.6687982082366943 (2.426451893413768) | > loss_kl: 2.572460174560547 (3.138952143052045) | > loss_feat: 6.796989440917969 (7.206012024598963) | > loss_mel: 17.73781967163086 (18.11966346291935) | > loss_duration: 2.4543848037719727 (2.360569589278277) | > loss_1: 32.23045349121094 (33.2516487345976)  --> STEP: 18 | > loss_disc: 2.286048650741577 (2.42253221405877) | > loss_disc_real_0: 0.05622601509094238 (0.1429185420274735) | > loss_disc_real_1: 0.15823327004909515 (0.2143189302749104) | > loss_disc_real_2: 0.14235162734985352 (0.23423154900471369) | > loss_disc_real_3: 0.13810090720653534 (0.20603454609711966) | > loss_disc_real_4: 0.2303825467824936 (0.255689831243621) | > loss_disc_real_5: 0.25495341420173645 (0.20825683408313328) | > loss_0: 2.286048650741577 (2.42253221405877) | > loss_gen: 2.360870122909546 (2.422808461719089) | > loss_kl: 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2.3557262420654297 (2.353042953892758) | > loss_1: 32.08447265625 (33.49903759203459)  --> STEP: 20 | > loss_disc: 2.4259915351867676 (2.427211380004883) | > loss_disc_real_0: 0.0896473079919815 (0.13953697383403782) | > loss_disc_real_1: 0.1633319854736328 (0.21212380081415178) | > loss_disc_real_2: 0.288749635219574 (0.23617031276226044) | > loss_disc_real_3: 0.21517451107501984 (0.20854538381099702) | > loss_disc_real_4: 0.24045194685459137 (0.25636070892214774) | > loss_disc_real_5: 0.16827264428138733 (0.20831246972084044) | > loss_0: 2.4259915351867676 (2.427211380004883) | > loss_gen: 2.14760160446167 (2.401116442680359) | > loss_kl: 2.263068437576294 (3.0369447112083434) | > loss_feat: 7.4974565505981445 (7.340651106834412) | > loss_mel: 20.54852867126465 (18.432815647125246) | > loss_duration: 2.318155288696289 (2.3512985706329346) | > loss_1: 34.774810791015625 (33.562826251983644)  --> STEP: 21 | > loss_disc: 2.2462120056152344 (2.4185923621768044) | > loss_disc_real_0: 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loss_disc_real_3: 0.16411347687244415 (0.20428890125318008) | > loss_disc_real_4: 0.2024446725845337 (0.25357596440748736) | > loss_disc_real_5: 0.1454014778137207 (0.20698990672826767) | > loss_0: 2.3991758823394775 (2.417709794911471) | > loss_gen: 2.1159610748291016 (2.3903380849144678) | > loss_kl: 2.3107361793518066 (2.978322603485801) | > loss_feat: 6.2528276443481445 (7.336935585195368) | > loss_mel: 18.816009521484375 (18.336925853382457) | > loss_duration: 2.229109764099121 (2.3385841846466064) | > loss_1: 31.72464370727539 (33.38110611655495)  --> STEP: 23 | > loss_disc: 2.2275452613830566 (2.4094417717145835) | > loss_disc_real_0: 0.17561933398246765 (0.1386816294296929) | > loss_disc_real_1: 0.14920063316822052 (0.20762375061926636) | > loss_disc_real_2: 0.19287428259849548 (0.23289993794068045) | > loss_disc_real_3: 0.209647998213768 (0.20452190546885782) | > loss_disc_real_4: 0.22463874518871307 (0.2523178244414537) | > loss_disc_real_5: 0.21387217938899994 (0.20728913597438647) | > loss_0: 2.2275452613830566 (2.4094417717145835) | > loss_gen: 2.5350208282470703 (2.396628638972407) | > loss_kl: 2.573538303375244 (2.96072328608969) | > loss_feat: 5.999814987182617 (7.2787999070209) | > loss_mel: 17.22578239440918 (18.288615268209707) | > loss_duration: 2.261025905609131 (2.3352120855580205) | > loss_1: 30.595182418823242 (33.25997899926227)  --> STEP: 24 | > loss_disc: 2.4519193172454834 (2.4112116694450374) | > loss_disc_real_0: 0.15549232065677643 (0.13938207489748802) | > loss_disc_real_1: 0.22562092542648315 (0.20837363290290037) | > loss_disc_real_2: 0.24293336272239685 (0.2333179973065853) | > loss_disc_real_3: 0.2266433835029602 (0.20544363372027874) | > loss_disc_real_4: 0.23848553001880646 (0.25174147884051007) | > loss_disc_real_5: 0.27139896154403687 (0.20996037870645523) | > loss_0: 2.4519193172454834 (2.4112116694450374) | > loss_gen: 2.5545151233673096 (2.4032072424888615) | > loss_kl: 2.6610500812530518 (2.94823690255483) | > loss_feat: 7.09895133972168 (7.271306216716766) | > loss_mel: 19.187255859375 (18.326058626174927) | > loss_duration: 2.4543256759643555 (2.340175151824951) | > loss_1: 33.95610046386719 (33.288984060287476)  --> STEP: 25 | > loss_disc: 2.539268732070923 (2.416333951950073) | > loss_disc_real_0: 0.1610969752073288 (0.14025067090988166) | > loss_disc_real_1: 0.1492113471031189 (0.20600714147090912) | > loss_disc_real_2: 0.23477648198604584 (0.23337633669376373) | > loss_disc_real_3: 0.18978042900562286 (0.2048171055316925) | > loss_disc_real_4: 0.22090156376361847 (0.25050788223743437) | > loss_disc_real_5: 0.16467465460300446 (0.2081489497423172) | > loss_0: 2.539268732070923 (2.416333951950073) | > loss_gen: 2.1264467239379883 (2.392136821746827) | > loss_kl: 2.628472089767456 (2.935446310043335) | > loss_feat: 7.089157581329346 (7.26402027130127) | > loss_mel: 16.72412109375 (18.26198112487793) | > loss_duration: 2.3933191299438477 (2.342300910949707) | > loss_1: 30.96151351928711 (33.19588523864746)  --> STEP: 26 | > loss_disc: 2.336430549621582 (2.413260744168208) | > loss_disc_real_0: 0.10102082788944244 (0.1387418307937109) | > loss_disc_real_1: 0.24125215411186218 (0.20736271888017654) | > loss_disc_real_2: 0.26698407530784607 (0.2346689420250746) | > loss_disc_real_3: 0.22895169258117676 (0.2057453588797496) | > loss_disc_real_4: 0.28027474880218506 (0.251652761720694) | > loss_disc_real_5: 0.18038585782051086 (0.20708113851455542) | > loss_0: 2.336430549621582 (2.413260744168208) | > loss_gen: 2.350069522857666 (2.3905188487126283) | > loss_kl: 2.771153688430786 (2.929127363058237) | > loss_feat: 6.921633720397949 (7.250851557804988) | > loss_mel: 16.250083923339844 (18.18460046328031) | > loss_duration: 2.292401075363159 (2.3403816865040707) | > loss_1: 30.58534049987793 (33.09547967177171) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024715111805842472 (-0.00012468374692476726) | > avg_loss_disc: 2.413260744168208 (-0.037748226752647884) | > avg_loss_disc_real_0: 0.1387418307937109 (-0.02563819976953355) | > avg_loss_disc_real_1: 0.20736271888017654 (+0.0029283962570703925) | > avg_loss_disc_real_2: 0.2346689420250746 (-0.004742966248438896) | > avg_loss_disc_real_3: 0.2057453588797496 (-0.012725615157530845) | > avg_loss_disc_real_4: 0.251652761720694 (+0.018868822890978576) | > avg_loss_disc_real_5: 0.20708113851455542 (-0.022771029518200786) | > avg_loss_0: 2.413260744168208 (-0.037748226752647884) | > avg_loss_gen: 2.3905188487126283 (+0.043174844521742806) | > avg_loss_kl: 2.929127363058237 (-0.03280031681060791) | > avg_loss_feat: 7.250851557804988 (+0.198059118711031) | > avg_loss_mel: 18.18460046328031 (+1.0441276843731302) | > avg_loss_duration: 2.3403816865040707 (+0.004432403124295714) | > avg_loss_1: 33.09547967177171 (+1.2569932937622106)  > EPOCH: 608/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:00:29)   --> TIME: 2024-06-11 18:00:33 -- STEP: 9/330 -- GLOBAL_STEP: 288650 | > loss_disc: 2.3992366790771484 (2.3359633021884494) | > loss_disc_real_0: 0.1134299486875534 (0.09651646349165174) | > loss_disc_real_1: 0.192244291305542 (0.19143388834264544) | > loss_disc_real_2: 0.23728494346141815 (0.20975863602426317) | > loss_disc_real_3: 0.2487424910068512 (0.23398934139145744) | > loss_disc_real_4: 0.23177866637706757 (0.23769559462865195) | > loss_disc_real_5: 0.24664153158664703 (0.21990113622612423) | > loss_0: 2.3992366790771484 (2.3359633021884494) | > grad_norm_0: tensor(10.3372, device='cuda:0') (tensor(8.7971, device='cuda:0')) | > loss_gen: 2.626692771911621 (2.496970017751058) | > loss_kl: 1.6898841857910156 (1.9066162904103596) | > loss_feat: 7.179455280303955 (6.95235358344184) | > loss_mel: 17.999107360839844 (18.27856233384874) | > loss_duration: 2.0884158611297607 (2.146721495522393) | > loss_1: 31.583555221557617 (31.781224144829643) | > grad_norm_1: tensor(115.8907, device='cuda:0') (tensor(108.2084, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3542 (0.36838873227437335) | > loader_time: 0.0028 (0.0031702518463134766)  --> TIME: 2024-06-11 18:00:42 -- STEP: 34/330 -- GLOBAL_STEP: 288675 | > loss_disc: 2.33833646774292 (2.3360176296795117) | > loss_disc_real_0: 0.11689752340316772 (0.10474991886054769) | > loss_disc_real_1: 0.2094702273607254 (0.20239587522604885) | > loss_disc_real_2: 0.1897125244140625 (0.20937148919876883) | > loss_disc_real_3: 0.2178323119878769 (0.22673830214668722) | > loss_disc_real_4: 0.2297227531671524 (0.2283828955362825) | > loss_disc_real_5: 0.19692379236221313 (0.2195792316513903) | > loss_0: 2.33833646774292 (2.3360176296795117) | > grad_norm_0: tensor(10.6740, device='cuda:0') (tensor(10.6113, device='cuda:0')) | > loss_gen: 2.433608055114746 (2.490537033361547) | > loss_kl: 2.1802990436553955 (1.9115999200764824) | > loss_feat: 6.81489372253418 (7.01423033545999) | > loss_mel: 17.913837432861328 (17.8081968531889) | > loss_duration: 2.038267135620117 (2.0333795196869797) | > loss_1: 31.38090705871582 (31.257943826563217) | > grad_norm_1: tensor(135.1059, device='cuda:0') (tensor(112.8127, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3718 (0.36687664424671845) | > loader_time: 0.0031 (0.0032897065667545095)  --> TIME: 2024-06-11 18:00:52 -- STEP: 59/330 -- GLOBAL_STEP: 288700 | > loss_disc: 2.351217031478882 (2.340057736736232) | > loss_disc_real_0: 0.08407106250524521 (0.10721031349089186) | > loss_disc_real_1: 0.20843109488487244 (0.20032481091507412) | > loss_disc_real_2: 0.24213384091854095 (0.2087440993321144) | > loss_disc_real_3: 0.2164880782365799 (0.22656462404687525) | > loss_disc_real_4: 0.22872290015220642 (0.2303047831785881) | > loss_disc_real_5: 0.21649198234081268 (0.22099879712371504) | > loss_0: 2.351217031478882 (2.340057736736232) | > grad_norm_0: tensor(11.1643, device='cuda:0') (tensor(10.1248, device='cuda:0')) | > loss_gen: 2.5489344596862793 (2.497635085703963) | > loss_kl: 1.8351240158081055 (1.9211224378165552) | > loss_feat: 7.244791507720947 (7.055274543115648) | > loss_mel: 17.075578689575195 (17.732469138452558) | > loss_duration: 1.9489545822143555 (2.0124052884215007) | > loss_1: 30.653385162353516 (31.218906661211435) | > grad_norm_1: tensor(71.9990, device='cuda:0') (tensor(99.8617, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3612 (0.3671502864966959) | > loader_time: 0.0038 (0.003381017911232124)  --> TIME: 2024-06-11 18:01:01 -- STEP: 84/330 -- GLOBAL_STEP: 288725 | > loss_disc: 2.440906524658203 (2.3419326827639613) | > loss_disc_real_0: 0.11497015506029129 (0.10976662885929857) | > loss_disc_real_1: 0.19079242646694183 (0.19964261459452765) | > loss_disc_real_2: 0.22286845743656158 (0.21069162356711568) | > loss_disc_real_3: 0.20762285590171814 (0.22753367306930677) | > loss_disc_real_4: 0.19234958291053772 (0.2296851651654357) | > loss_disc_real_5: 0.20263272523880005 (0.21985878493814243) | > loss_0: 2.440906524658203 (2.3419326827639613) | > grad_norm_0: tensor(22.5339, device='cuda:0') (tensor(10.7145, device='cuda:0')) | > loss_gen: 2.2723748683929443 (2.49121922538394) | > loss_kl: 1.8598947525024414 (1.9310305161135537) | > loss_feat: 7.00663948059082 (7.1096877711159845) | > loss_mel: 17.766056060791016 (17.706029369717548) | > loss_duration: 2.074599266052246 (2.0043641343003227) | > loss_1: 30.979564666748047 (31.242331118810746) | > grad_norm_1: tensor(125.8300, device='cuda:0') (tensor(101.5696, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3682 (0.36757670981543406) | > loader_time: 0.0043 (0.003481217793055943)  --> TIME: 2024-06-11 18:01:11 -- STEP: 109/330 -- GLOBAL_STEP: 288750 | > loss_disc: 2.345010995864868 (2.344174870657264) | > loss_disc_real_0: 0.11935769766569138 (0.11087545137339776) | > loss_disc_real_1: 0.19509857892990112 (0.19910590159236838) | > loss_disc_real_2: 0.2358459085226059 (0.2099336760306577) | > loss_disc_real_3: 0.2336866408586502 (0.22764471597080932) | > loss_disc_real_4: 0.2356492280960083 (0.2295074922229172) | > loss_disc_real_5: 0.2581601142883301 (0.22054276389813204) | > loss_0: 2.345010995864868 (2.344174870657264) | > grad_norm_0: tensor(24.9959, device='cuda:0') (tensor(11.4584, device='cuda:0')) | > loss_gen: 2.69132924079895 (2.4879815600333957) | > loss_kl: 2.0399985313415527 (1.9396873821905993) | > loss_feat: 7.268938064575195 (7.059631667005906) | > loss_mel: 17.866788864135742 (17.625201339021732) | > loss_duration: 1.9618369340896606 (2.004850896126633) | > loss_1: 31.828893661499023 (31.117352931871327) | > grad_norm_1: tensor(266.7062, device='cuda:0') (tensor(120.0223, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3758 (0.3682221294543065) | > loader_time: 0.0038 (0.0035516537657571496)  --> TIME: 2024-06-11 18:01:21 -- STEP: 134/330 -- GLOBAL_STEP: 288775 | > loss_disc: 2.3463494777679443 (2.3469196522413784) | > loss_disc_real_0: 0.15193097293376923 (0.11171658387157456) | > loss_disc_real_1: 0.1987226903438568 (0.19889793622849591) | > loss_disc_real_2: 0.19977512955665588 (0.21160396244098892) | > loss_disc_real_3: 0.19750763475894928 (0.2268356512953986) | > loss_disc_real_4: 0.2071148157119751 (0.2298047972926453) | > loss_disc_real_5: 0.18468786776065826 (0.22133609930525966) | > loss_0: 2.3463494777679443 (2.3469196522413784) | > grad_norm_0: tensor(24.5174, device='cuda:0') (tensor(12.3436, device='cuda:0')) | > loss_gen: 2.387767791748047 (2.490005877480578) | > loss_kl: 1.9242432117462158 (1.9450094094916957) | > loss_feat: 7.478233337402344 (7.087332369676277) | > loss_mel: 17.263458251953125 (17.607052532594594) | > loss_duration: 2.0250113010406494 (2.0083087326875373) | > loss_1: 31.07871437072754 (31.137708991321166) | > grad_norm_1: tensor(130.9201, device='cuda:0') (tensor(138.7982, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3781 (0.3718357904633479) | > loader_time: 0.0056 (0.003655661397905492)  --> TIME: 2024-06-11 18:01:30 -- STEP: 159/330 -- GLOBAL_STEP: 288800 | > loss_disc: 2.2388434410095215 (2.3498555894167916) | > loss_disc_real_0: 0.10936403274536133 (0.11312733271961692) | > loss_disc_real_1: 0.18625839054584503 (0.1981206669372582) | > loss_disc_real_2: 0.20340387523174286 (0.21114102765074316) | > loss_disc_real_3: 0.21280626952648163 (0.22863156990435138) | > loss_disc_real_4: 0.21761110424995422 (0.23038874772734613) | > loss_disc_real_5: 0.22231920063495636 (0.2220717195257451) | > loss_0: 2.2388434410095215 (2.3498555894167916) | > grad_norm_0: tensor(39.2084, device='cuda:0') (tensor(15.8062, device='cuda:0')) | > loss_gen: 2.6107733249664307 (2.4944715529867687) | > loss_kl: 1.9329190254211426 (1.9528483287343439) | > loss_feat: 7.557923793792725 (7.096565108629143) | > loss_mel: 17.84709358215332 (17.601547205223238) | > loss_duration: 2.016176462173462 (2.0114004889374266) | > loss_1: 31.964885711669922 (31.156832724997084) | > grad_norm_1: tensor(358.5270, device='cuda:0') (tensor(169.8031, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3895 (0.37423737543933805) | > loader_time: 0.0043 (0.0037575922672103785)  --> TIME: 2024-06-11 18:01:40 -- STEP: 184/330 -- GLOBAL_STEP: 288825 | > loss_disc: 2.5049543380737305 (2.3454774760681643) | > loss_disc_real_0: 0.14098435640335083 (0.11284019241271459) | > loss_disc_real_1: 0.15414363145828247 (0.19775080543173387) | > loss_disc_real_2: 0.20472823083400726 (0.21063557186204454) | > loss_disc_real_3: 0.23790793120861053 (0.22833636030554771) | > loss_disc_real_4: 0.2629081606864929 (0.2298485913678356) | > loss_disc_real_5: 0.23098750412464142 (0.2215225770259681) | > loss_0: 2.5049543380737305 (2.3454774760681643) | > grad_norm_0: tensor(43.3053, device='cuda:0') (tensor(17.5721, device='cuda:0')) | > loss_gen: 2.3624582290649414 (2.504466616589089) | > loss_kl: 2.3476803302764893 (1.9651307567306187) | > loss_feat: 7.151955604553223 (7.1119784505470935) | > loss_mel: 17.25335121154785 (17.573910288188774) | > loss_duration: 2.047618865966797 (2.0180077798988516) | > loss_1: 31.163063049316406 (31.173493893250175) | > grad_norm_1: tensor(259.1016, device='cuda:0') (tensor(194.5648, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.3899 (0.37652409206265997) | > loader_time: 0.0044 (0.0038635510465373163)  --> TIME: 2024-06-11 18:01:54 -- STEP: 209/330 -- GLOBAL_STEP: 288850 | > loss_disc: 2.270991325378418 (2.3440279241954296) | > loss_disc_real_0: 0.0978158488869667 (0.11313304121485737) | > loss_disc_real_1: 0.17688512802124023 (0.197267753727128) | > loss_disc_real_2: 0.22593529522418976 (0.21093592667978917) | > loss_disc_real_3: 0.2161819487810135 (0.22859030819395512) | > loss_disc_real_4: 0.22453312575817108 (0.2298827019462175) | > loss_disc_real_5: 0.19882431626319885 (0.22152188969285866) | > loss_0: 2.270991325378418 (2.3440279241954296) | > grad_norm_0: tensor(36.8398, device='cuda:0') (tensor(19.9578, device='cuda:0')) | > loss_gen: 2.6271419525146484 (2.514423482155684) | > loss_kl: 2.0699381828308105 (1.9749150846563457) | > loss_feat: 8.051215171813965 (7.130183968247409) | > loss_mel: 17.65969467163086 (17.556159617227816) | > loss_duration: 2.1149075031280518 (2.0255819336649354) | > loss_1: 32.52289581298828 (31.201264103063554) | > grad_norm_1: tensor(405.8314, device='cuda:0') (tensor(216.1224, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.4194 (0.3791169732381283) | > loader_time: 0.0047 (0.02114352198879114)  --> TIME: 2024-06-11 18:02:05 -- STEP: 234/330 -- GLOBAL_STEP: 288875 | > loss_disc: 2.4750988483428955 (2.346369411191369) | > loss_disc_real_0: 0.06377603113651276 (0.115109849243592) | > loss_disc_real_1: 0.20394253730773926 (0.19759419509488288) | > loss_disc_real_2: 0.22587177157402039 (0.2106925431225035) | > loss_disc_real_3: 0.2595342993736267 (0.22825085671029538) | > loss_disc_real_4: 0.24902191758155823 (0.2295662109923159) | > loss_disc_real_5: 0.2634483873844147 (0.22188748610325348) | > loss_0: 2.4750988483428955 (2.346369411191369) | > grad_norm_0: tensor(61.2957, device='cuda:0') (tensor(23.4144, device='cuda:0')) | > loss_gen: 2.336493730545044 (2.515055662546401) | > loss_kl: 1.9886679649353027 (1.9779989902789776) | > loss_feat: 6.437636852264404 (7.110527083405063) | > loss_mel: 17.4619083404541 (17.506868134197013) | > loss_duration: 2.107442855834961 (2.0341698939983677) | > loss_1: 30.332151412963867 (31.144619770539112) | > grad_norm_1: tensor(474.2915, device='cuda:0') (tensor(238.9264, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.4172 (0.3820001365792039) | > loader_time: 0.0059 (0.019427491049481254)  --> TIME: 2024-06-11 18:02:15 -- STEP: 259/330 -- GLOBAL_STEP: 288900 | > loss_disc: 2.3755438327789307 (2.3502109538634306) | > loss_disc_real_0: 0.09075173735618591 (0.11587330434313152) | > loss_disc_real_1: 0.2420416921377182 (0.19768028007280866) | > loss_disc_real_2: 0.18985530734062195 (0.21092071220221206) | > loss_disc_real_3: 0.21420714259147644 (0.22847552775876404) | > loss_disc_real_4: 0.2106572687625885 (0.22959823998475168) | > loss_disc_real_5: 0.22221367061138153 (0.22178118569510324) | > loss_0: 2.3755438327789307 (2.3502109538634306) | > grad_norm_0: tensor(25.9498, device='cuda:0') (tensor(25.3600, device='cuda:0')) | > loss_gen: 2.560518503189087 (2.5128123171080943) | > loss_kl: 1.9889863729476929 (1.979509325561376) | > loss_feat: 6.762417793273926 (7.107514256215924) | > loss_mel: 17.21327018737793 (17.47693652443905) | > loss_duration: 2.135557174682617 (2.0418254049588374) | > loss_1: 30.660749435424805 (31.118597825981936) | > grad_norm_1: tensor(366.2155, device='cuda:0') (tensor(259.4296, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.4281 (0.3857751813174215) | > loader_time: 0.0052 (0.018077750924010996)  --> TIME: 2024-06-11 18:02:27 -- STEP: 284/330 -- GLOBAL_STEP: 288925 | > loss_disc: 2.369807243347168 (2.354804780281765) | > loss_disc_real_0: 0.17717689275741577 (0.11721815231820228) | > loss_disc_real_1: 0.23022376000881195 (0.19839961769085532) | > loss_disc_real_2: 0.18652591109275818 (0.2113033778125971) | > loss_disc_real_3: 0.25297364592552185 (0.22888379874573622) | > loss_disc_real_4: 0.24493412673473358 (0.22995743895290602) | > loss_disc_real_5: 0.22021736204624176 (0.22174362313579507) | > loss_0: 2.369807243347168 (2.354804780281765) | > grad_norm_0: tensor(87.8755, device='cuda:0') (tensor(27.4467, device='cuda:0')) | > loss_gen: 2.5332605838775635 (2.511317683777338) | > loss_kl: 1.9257148504257202 (1.984903871593341) | > loss_feat: 7.435503959655762 (7.09919191917903) | > loss_mel: 17.60252571105957 (17.428219076613313) | > loss_duration: 2.1650137901306152 (2.0513504525305537) | > loss_1: 31.662019729614258 (31.07498299236029) | > grad_norm_1: tensor(575.9396, device='cuda:0') (tensor(278.2742, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.4578 (0.39063457703926197) | > loader_time: 0.0058 (0.016995758237973065)  --> TIME: 2024-06-11 18:02:39 -- STEP: 309/330 -- GLOBAL_STEP: 288950 | > loss_disc: 2.5032920837402344 (2.3569205517136167) | > loss_disc_real_0: 0.15143664181232452 (0.11760072451096908) | > loss_disc_real_1: 0.21789465844631195 (0.19833686200353318) | > loss_disc_real_2: 0.20263396203517914 (0.21115289266827034) | > loss_disc_real_3: 0.24553585052490234 (0.22896250108299127) | > loss_disc_real_4: 0.21536590158939362 (0.22992962184075785) | > loss_disc_real_5: 0.198996901512146 (0.22210229123101655) | > loss_0: 2.5032920837402344 (2.3569205517136167) | > grad_norm_0: tensor(42.1235, device='cuda:0') (tensor(28.7000, device='cuda:0')) | > loss_gen: 2.26545786857605 (2.5056765758489705) | > loss_kl: 1.919946312904358 (1.9908891804395756) | > loss_feat: 6.049973487854004 (7.1052360287762) | > loss_mel: 16.246623992919922 (17.381362350241666) | > loss_duration: 2.2332301139831543 (2.063327689772672) | > loss_1: 28.71523094177246 (31.04649182662223) | > grad_norm_1: tensor(127.6748, device='cuda:0') (tensor(292.9456, device='cuda:0')) | > current_lr_0: 0.00018536236076518748 | > current_lr_1: 0.00018536236076518748 | > step_time: 0.5043 (0.39742254902244) | > loader_time: 0.0069 (0.016150582569702542)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3816497325897217 (2.3816497325897217) | > loss_disc_real_0: 0.10999146103858948 (0.10999146103858948) | > loss_disc_real_1: 0.143638014793396 (0.143638014793396) | > loss_disc_real_2: 0.18738162517547607 (0.18738162517547607) | > loss_disc_real_3: 0.20175057649612427 (0.20175057649612427) | > loss_disc_real_4: 0.2658293545246124 (0.2658293545246124) | > loss_disc_real_5: 0.24496425688266754 (0.24496425688266754) | > loss_0: 2.3816497325897217 (2.3816497325897217) | > loss_gen: 2.15210223197937 (2.15210223197937) | > loss_kl: 2.424211263656616 (2.424211263656616) | > loss_feat: 5.468432426452637 (5.468432426452637) | > loss_mel: 16.840774536132812 (16.840774536132812) | > loss_duration: 3.0145695209503174 (3.0145695209503174) | > loss_1: 29.900089263916016 (29.900089263916016)  --> STEP: 1 | > loss_disc: 2.5104312896728516 (2.5104312896728516) | > loss_disc_real_0: 0.14488568902015686 (0.14488568902015686) | > loss_disc_real_1: 0.14827939867973328 (0.14827939867973328) | > loss_disc_real_2: 0.19637612998485565 (0.19637612998485565) | > loss_disc_real_3: 0.2548978626728058 (0.2548978626728058) | > loss_disc_real_4: 0.3050096929073334 (0.3050096929073334) | > loss_disc_real_5: 0.3077433407306671 (0.3077433407306671) | > loss_0: 2.5104312896728516 (2.5104312896728516) | > loss_gen: 2.298069477081299 (2.298069477081299) | > loss_kl: 3.2915682792663574 (3.2915682792663574) | > loss_feat: 6.789241790771484 (6.789241790771484) | > loss_mel: 18.621368408203125 (18.621368408203125) | > loss_duration: 2.3360791206359863 (2.3360791206359863) | > loss_1: 33.336326599121094 (33.336326599121094)  --> STEP: 2 | > loss_disc: 2.2920522689819336 (2.4012417793273926) | > loss_disc_real_0: 0.1462862342596054 (0.14558596163988113) | > loss_disc_real_1: 0.1893966943025589 (0.1688380464911461) | > loss_disc_real_2: 0.2077511101961136 (0.20206362009048462) | > loss_disc_real_3: 0.22261863946914673 (0.23875825107097626) | > loss_disc_real_4: 0.25647270679473877 (0.28074119985103607) | > loss_disc_real_5: 0.25467801094055176 (0.28121067583560944) | > loss_0: 2.2920522689819336 (2.4012417793273926) | > loss_gen: 2.6264963150024414 (2.46228289604187) | > loss_kl: 2.344648599624634 (2.8181084394454956) | > loss_feat: 5.521951675415039 (6.155596733093262) | > loss_mel: 19.37668228149414 (18.999025344848633) | > loss_duration: 2.484118938446045 (2.4100990295410156) | > loss_1: 32.35389709472656 (32.84511184692383)  --> STEP: 3 | > loss_disc: 2.166454792022705 (2.32297945022583) | > loss_disc_real_0: 0.057315852493047714 (0.11616259192426999) | > loss_disc_real_1: 0.13944555819034576 (0.1590405503908793) | > loss_disc_real_2: 0.1134772077202797 (0.17253481596708298) | > loss_disc_real_3: 0.20723560452461243 (0.22825070222218832) | > loss_disc_real_4: 0.25221526622772217 (0.27123255530993146) | > loss_disc_real_5: 0.2158883661031723 (0.25943657259146374) | > loss_0: 2.166454792022705 (2.32297945022583) | > loss_gen: 2.2269515991210938 (2.3838391304016113) | > loss_kl: 3.711890459060669 (3.11603577931722) | > loss_feat: 7.4039483070373535 (6.571713924407959) | > loss_mel: 17.954206466674805 (18.650752385457356) | > loss_duration: 2.3644280433654785 (2.3948753674825034) | > loss_1: 33.66142654418945 (33.11721674601237)  --> STEP: 4 | > loss_disc: 2.3674027919769287 (2.3340852856636047) | > loss_disc_real_0: 0.136529803276062 (0.121254394762218) | > loss_disc_real_1: 0.15592548251152039 (0.15826178342103958) | > loss_disc_real_2: 0.18891488015651703 (0.1766298320144415) | > loss_disc_real_3: 0.26653048396110535 (0.23782064765691757) | > loss_disc_real_4: 0.20841237902641296 (0.2555275112390518) | > loss_disc_real_5: 0.21747981011867523 (0.2489473819732666) | > loss_0: 2.3674027919769287 (2.3340852856636047) | > loss_gen: 2.192920446395874 (2.336109459400177) | > loss_kl: 3.5379085540771484 (3.221503973007202) | > loss_feat: 5.768411159515381 (6.3708882331848145) | > loss_mel: 17.767589569091797 (18.429961681365967) | > loss_duration: 2.3499512672424316 (2.3836443424224854) | > loss_1: 31.61678123474121 (32.74210786819458)  --> STEP: 5 | > loss_disc: 2.2051162719726562 (2.308291482925415) | > loss_disc_real_0: 0.17011547088623047 (0.13102660998702048) | > loss_disc_real_1: 0.1521466225385666 (0.15703875124454497) | > loss_disc_real_2: 0.13494892418384552 (0.16829365044832229) | > loss_disc_real_3: 0.22709989547729492 (0.23567649722099304) | > loss_disc_real_4: 0.2636995017528534 (0.25716190934181216) | > loss_disc_real_5: 0.2100570946931839 (0.24116932451725007) | > loss_0: 2.2051162719726562 (2.308291482925415) | > loss_gen: 2.446676254272461 (2.358222818374634) | > loss_kl: 2.550424575805664 (3.0872880935668947) | > loss_feat: 5.649142742156982 (6.226539134979248) | > loss_mel: 19.28546142578125 (18.601061630249024) | > loss_duration: 2.352217197418213 (2.377358913421631) | > loss_1: 32.2839241027832 (32.6504711151123)  --> STEP: 6 | > loss_disc: 2.2418601512908936 (2.2972195943196616) | > loss_disc_real_0: 0.12063409388065338 (0.12929452396929264) | > loss_disc_real_1: 0.2038526087999344 (0.1648410608371099) | > loss_disc_real_2: 0.21436183154582977 (0.17597168063124022) | > loss_disc_real_3: 0.2154693454504013 (0.2323086385925611) | > loss_disc_real_4: 0.233047217130661 (0.25314279397328693) | > loss_disc_real_5: 0.1786469668149948 (0.23074893156687418) | > loss_0: 2.2418601512908936 (2.2972195943196616) | > loss_gen: 2.3972606658935547 (2.364729126294454) | > loss_kl: 2.9919114112854004 (3.071391979853312) | > loss_feat: 5.228832244873047 (6.060254653294881) | > loss_mel: 17.660192489624023 (18.444250106811523) | > loss_duration: 2.209577798843384 (2.3493953943252563) | > loss_1: 30.487773895263672 (32.29002157847086)  --> STEP: 7 | > loss_disc: 2.4251954555511475 (2.315501860209874) | > loss_disc_real_0: 0.1713223159313202 (0.1352984942495823) | > loss_disc_real_1: 0.1432676613330841 (0.16175914662224905) | > loss_disc_real_2: 0.20447368919849396 (0.18004339614084788) | > loss_disc_real_3: 0.2693507969379425 (0.23760037549904414) | > loss_disc_real_4: 0.2642959952354431 (0.2547361084393093) | > loss_disc_real_5: 0.24619637429714203 (0.2329557090997696) | > loss_0: 2.4251954555511475 (2.315501860209874) | > loss_gen: 2.2674522399902344 (2.350832428250994) | > loss_kl: 4.088634490966797 (3.21671233858381) | > loss_feat: 5.923371315002441 (6.040699890681675) | > loss_mel: 17.882253646850586 (18.363964898245676) | > loss_duration: 2.5042853355407715 (2.371522528784616) | > loss_1: 32.66599655151367 (32.34373228890555)  --> STEP: 8 | > loss_disc: 2.2743937969207764 (2.3103633522987366) | > loss_disc_real_0: 0.11505994200706482 (0.1327686752192676) | > loss_disc_real_1: 0.11006486415863037 (0.15529736131429672) | > loss_disc_real_2: 0.20564913749694824 (0.18324411381036043) | > loss_disc_real_3: 0.2358991503715515 (0.23738772235810757) | > loss_disc_real_4: 0.22095777094364166 (0.2505138162523508) | > loss_disc_real_5: 0.24078243970870972 (0.2339340504258871) | > loss_0: 2.2743937969207764 (2.3103633522987366) | > loss_gen: 2.3213815689086914 (2.347151070833206) | > loss_kl: 2.5159058570861816 (3.1291115283966064) | > loss_feat: 10.08822250366211 (6.54664021730423) | > loss_mel: 16.895811080932617 (18.180445671081543) | > loss_duration: 2.274435043334961 (2.359386593103409) | > loss_1: 34.09575653076172 (32.56273531913757)  --> STEP: 9 | > loss_disc: 2.1961543560028076 (2.297673463821411) | > loss_disc_real_0: 0.09721679985523224 (0.1288184668454859) | > loss_disc_real_1: 0.13830243051052094 (0.15340903566943276) | > loss_disc_real_2: 0.1045716181397438 (0.17450272540251413) | > loss_disc_real_3: 0.16565436124801636 (0.22941734890143076) | > loss_disc_real_4: 0.2235116809606552 (0.24751357899771798) | > loss_disc_real_5: 0.3151203989982605 (0.24295475582281748) | > loss_0: 2.1961543560028076 (2.297673463821411) | > loss_gen: 2.359841823577881 (2.3485611544715033) | > loss_kl: 2.7589690685272217 (3.0879845884111194) | > loss_feat: 12.307025909423828 (7.186683071984185) | > loss_mel: 19.040733337402344 (18.27603318956163) | > loss_duration: 2.187507390975952 (2.340288903978136) | > loss_1: 38.654075622558594 (33.23955090840658)  --> STEP: 10 | > loss_disc: 2.7055909633636475 (2.3384652137756348) | > loss_disc_real_0: 0.2267737239599228 (0.13861399255692958) | > loss_disc_real_1: 0.22731594741344452 (0.16079972684383392) | > loss_disc_real_2: 0.24254551529884338 (0.18130700439214706) | > loss_disc_real_3: 0.291556715965271 (0.2356312856078148) | > loss_disc_real_4: 0.27562224864959717 (0.2503244459629059) | > loss_disc_real_5: 0.34015846252441406 (0.25267512649297713) | > loss_0: 2.7055909633636475 (2.3384652137756348) | > loss_gen: 2.243936538696289 (2.3380986928939818) | > loss_kl: 2.774937868118286 (3.056679916381836) | > loss_feat: 4.658457279205322 (6.933860492706299) | > loss_mel: 14.399163246154785 (17.888346195220947) | > loss_duration: 2.3478481769561768 (2.3410448312759398) | > loss_1: 26.42434310913086 (32.558030128479004)  --> STEP: 11 | > loss_disc: 2.419722318649292 (2.3458522233096035) | > loss_disc_real_0: 0.15067440271377563 (0.13971039348027922) | > loss_disc_real_1: 0.1664389818906784 (0.16131238639354706) | > loss_disc_real_2: 0.17774270474910736 (0.18098297715187073) | > loss_disc_real_3: 0.2305809110403061 (0.23517216064713217) | > loss_disc_real_4: 0.2537747323513031 (0.2506381083618511) | > loss_disc_real_5: 0.2924994230270386 (0.2562955170869827) | > loss_0: 2.419722318649292 (2.3458522233096035) | > loss_gen: 2.367527484893799 (2.340774037621238) | > loss_kl: 3.696166515350342 (3.1148150617426094) | > loss_feat: 6.214150905609131 (6.868432348424738) | > loss_mel: 17.901113510131836 (17.889506860212848) | > loss_duration: 2.5377631187438965 (2.358928311954845) | > loss_1: 32.71672058105469 (32.57245653325861)  --> STEP: 12 | > loss_disc: 2.4139699935913086 (2.3515287041664124) | > loss_disc_real_0: 0.08286440372467041 (0.13497322766731182) | > loss_disc_real_1: 0.17904701828956604 (0.16279027238488197) | > loss_disc_real_2: 0.1996227353811264 (0.18253629033764204) | > loss_disc_real_3: 0.27391090989112854 (0.23840038975079855) | > loss_disc_real_4: 0.255368173122406 (0.2510322804252307) | > loss_disc_real_5: 0.27157750725746155 (0.25756901626785594) | > loss_0: 2.4139699935913086 (2.3515287041664124) | > loss_gen: 2.225858211517334 (2.331197718779246) | > loss_kl: 3.0970757007598877 (3.1133367816607156) | > loss_feat: 5.464878082275391 (6.7514694929122925) | > loss_mel: 17.775182723999023 (17.879979848861694) | > loss_duration: 2.2267813682556152 (2.347916066646576) | > loss_1: 30.789775848388672 (32.42389980951945)  --> STEP: 13 | > loss_disc: 2.1320204734802246 (2.33464345565209) | > loss_disc_real_0: 0.08277854323387146 (0.13095825194166258) | > loss_disc_real_1: 0.14404802024364471 (0.16134856068170988) | > loss_disc_real_2: 0.1788923591375351 (0.1822559879376338) | > loss_disc_real_3: 0.25470659136772156 (0.2396547129521003) | > loss_disc_real_4: 0.23274964094161987 (0.249625923541876) | > loss_disc_real_5: 0.2557316720485687 (0.25742768209714156) | > loss_0: 2.1320204734802246 (2.33464345565209) | > loss_gen: 2.5295352935791016 (2.346454455302312) | > loss_kl: 3.0600788593292236 (3.109240018404447) | > loss_feat: 6.404834270477295 (6.724805245032678) | > loss_mel: 17.611722946166992 (17.859344702500564) | > loss_duration: 2.327552080154419 (2.346349606147179) | > loss_1: 31.933725357055664 (32.38619408240685)  --> STEP: 14 | > loss_disc: 2.4497179985046387 (2.342863065855844) | > loss_disc_real_0: 0.12610390782356262 (0.130611513076084) | > loss_disc_real_1: 0.1225566565990448 (0.15857771039009094) | > loss_disc_real_2: 0.18110235035419464 (0.18217358525310243) | > loss_disc_real_3: 0.27105382084846497 (0.2418975063732692) | > loss_disc_real_4: 0.29699915647506714 (0.2530097258942468) | > loss_disc_real_5: 0.2669937312602997 (0.2581109713230814) | > loss_0: 2.4497179985046387 (2.342863065855844) | > loss_gen: 2.1554486751556396 (2.332811185291835) | > loss_kl: 4.007874011993408 (3.1734281608036587) | > loss_feat: 6.601512908935547 (6.715998649597168) | > loss_mel: 18.43507194519043 (17.90046807697841) | > loss_duration: 2.42759108543396 (2.352152568953378) | > loss_1: 33.627498626708984 (32.47485869271414)  --> STEP: 15 | > loss_disc: 2.5099732875823975 (2.3540037473042807) | > loss_disc_real_0: 0.1459929645061493 (0.1316369431714217) | > loss_disc_real_1: 0.1959168016910553 (0.16106698314348858) | > loss_disc_real_2: 0.14817067980766296 (0.17990672489007314) | > loss_disc_real_3: 0.2527783215045929 (0.2426228940486908) | > loss_disc_real_4: 0.25759971141815186 (0.2533157249291738) | > loss_disc_real_5: 0.2903269827365875 (0.26025870541731516) | > loss_0: 2.5099732875823975 (2.3540037473042807) | > loss_gen: 2.205242156982422 (2.324306583404541) | > loss_kl: 3.8990366458892822 (3.221802059809367) | > loss_feat: 7.78044319152832 (6.7869616190592446) | > loss_mel: 18.037654876708984 (17.909613863627115) | > loss_duration: 2.365940570831299 (2.3530717690785727) | > loss_1: 34.2883186340332 (32.59575602213541)  --> STEP: 16 | > loss_disc: 2.2232651710510254 (2.345832586288452) | > loss_disc_real_0: 0.07456764578819275 (0.12807011208496988) | > loss_disc_real_1: 0.2218465954065323 (0.1648657089099288) | > loss_disc_real_2: 0.18923425674438477 (0.18048969563096762) | > loss_disc_real_3: 0.23997192084789276 (0.24245720822364092) | > loss_disc_real_4: 0.2806115746498108 (0.2550217155367136) | > loss_disc_real_5: 0.24506890773773193 (0.2593093430623412) | > loss_0: 2.2232651710510254 (2.345832586288452) | > loss_gen: 2.4995157718658447 (2.3352571576833725) | > loss_kl: 2.9284794330596924 (3.203469395637512) | > loss_feat: 6.820306301116943 (6.789045661687851) | > loss_mel: 16.08241844177246 (17.7954141497612) | > loss_duration: 2.363779067993164 (2.3537409752607346) | > loss_1: 30.69449806213379 (32.476927399635315)  --> STEP: 17 | > loss_disc: 2.5164735317230225 (2.355870288961074) | > loss_disc_real_0: 0.1895430088043213 (0.13168616483316703) | > loss_disc_real_1: 0.1528238207101822 (0.16415736254523783) | > loss_disc_real_2: 0.1920516937971115 (0.18116981317015254) | > loss_disc_real_3: 0.25759756565093994 (0.24334781748407028) | > loss_disc_real_4: 0.27447453141212463 (0.2561659988235025) | > loss_disc_real_5: 0.3367973268032074 (0.2638674597529804) | > loss_0: 2.5164735317230225 (2.355870288961074) | > loss_gen: 2.4933409690856934 (2.3445562054129208) | > loss_kl: 2.645678758621216 (3.170658181695377) | > loss_feat: 6.192312240600586 (6.753943695741541) | > loss_mel: 16.89470672607422 (17.742431360132553) | > loss_duration: 2.460494041442871 (2.3600205673890957) | > loss_1: 30.68653106689453 (32.37160996829762)  --> STEP: 18 | > loss_disc: 2.533975601196289 (2.365765028529697) | > loss_disc_real_0: 0.12990877032279968 (0.13158742069370216) | > loss_disc_real_1: 0.15962237119674683 (0.16390541858143276) | > loss_disc_real_2: 0.21936391294002533 (0.18329170760181215) | > loss_disc_real_3: 0.1952512562274933 (0.24067578630314934) | > loss_disc_real_4: 0.23425787687301636 (0.25494888093736434) | > loss_disc_real_5: 0.260498046875 (0.26368027014864814) | > loss_0: 2.533975601196289 (2.365765028529697) | > loss_gen: 2.2011733055114746 (2.3365904887517295) | > loss_kl: 2.663405656814575 (3.1424774858686657) | > loss_feat: 8.284706115722656 (6.838986052407159) | > loss_mel: 19.343971252441406 (17.831405798594158) | > loss_duration: 2.2419798374176025 (2.353462749057346) | > loss_1: 34.73523712158203 (32.50292258792453)  --> STEP: 19 | > loss_disc: 2.4081509113311768 (2.367995864466617) | > loss_disc_real_0: 0.19963668286800385 (0.1351689608081391) | > loss_disc_real_1: 0.15920571982860565 (0.16365806601549449) | > loss_disc_real_2: 0.16269418597221375 (0.1822076275160438) | > loss_disc_real_3: 0.2756181061267853 (0.24251485576755122) | > loss_disc_real_4: 0.27171647548675537 (0.2558313859136481) | > loss_disc_real_5: 0.30295178294181824 (0.2657471918746045) | > loss_0: 2.4081509113311768 (2.367995864466617) | > loss_gen: 2.43215012550354 (2.341619943317614) | > loss_kl: 1.7573519945144653 (3.069576144218445) | > loss_feat: 6.197808742523193 (6.805239878202739) | > loss_mel: 15.018367767333984 (17.68335116536994) | > loss_duration: 2.3130297660827637 (2.3513346973218416) | > loss_1: 27.718708038330078 (32.251121822156406)  --> STEP: 20 | > loss_disc: 2.50430965423584 (2.374811553955078) | > loss_disc_real_0: 0.11226961761713028 (0.13402399364858866) | > loss_disc_real_1: 0.22541169822216034 (0.16674574762582778) | > loss_disc_real_2: 0.20538592338562012 (0.18336654230952262) | > loss_disc_real_3: 0.2267577052116394 (0.24172699823975563) | > loss_disc_real_4: 0.20035190880298615 (0.253057412058115) | > loss_disc_real_5: 0.15840373933315277 (0.2603800192475319) | > loss_0: 2.50430965423584 (2.374811553955078) | > loss_gen: 1.8839625120162964 (2.3187370717525484) | > loss_kl: 2.599943161010742 (3.0460944950580595) | > loss_feat: 3.750833034515381 (6.652519536018372) | > loss_mel: 12.218120574951172 (17.410089635848998) | > loss_duration: 2.3261775970458984 (2.3500768423080443) | > loss_1: 22.779037475585938 (31.77751760482788)  --> STEP: 21 | > loss_disc: 2.2515830993652344 (2.368943532307943) | > loss_disc_real_0: 0.09073857218027115 (0.1319627831024783) | > loss_disc_real_1: 0.18431392312049866 (0.1675823274112883) | > loss_disc_real_2: 0.1931755542755127 (0.18383363811742692) | > loss_disc_real_3: 0.23065440356731415 (0.24119973182678223) | > loss_disc_real_4: 0.28059378266334534 (0.2543686678012212) | > loss_disc_real_5: 0.22729751467704773 (0.25880466188703266) | > loss_0: 2.2515830993652344 (2.368943532307943) | > loss_gen: 2.439044237136841 (2.3244659843898954) | > loss_kl: 2.5440053939819336 (3.022185490244911) | > loss_feat: 6.331919193267822 (6.63725285303025) | > loss_mel: 17.671415328979492 (17.42253371647426) | > loss_duration: 2.1705312728881836 (2.341527053288051) | > loss_1: 31.156917572021484 (31.74796522231329)  --> STEP: 22 | > loss_disc: 2.500143051147461 (2.374907146800648) | > loss_disc_real_0: 0.21880334615707397 (0.13591008142314173) | > loss_disc_real_1: 0.233602836728096 (0.1705832596529614) | > loss_disc_real_2: 0.2049909383058548 (0.18479533358053726) | > loss_disc_real_3: 0.2630302906036377 (0.24219202995300293) | > loss_disc_real_4: 0.21659833192825317 (0.2526518343524499) | > loss_disc_real_5: 0.22790119051933289 (0.25739995864304627) | > loss_0: 2.500143051147461 (2.374907146800648) | > loss_gen: 2.5116119384765625 (2.3329726186665622) | > loss_kl: 2.116849184036255 (2.981033839962699) | > loss_feat: 8.231980323791504 (6.70974046533758) | > loss_mel: 18.879993438720703 (17.48878188566728) | > loss_duration: 2.1885507106781006 (2.334573583169417) | > loss_1: 33.928985595703125 (31.847102512012828)  --> STEP: 23 | > loss_disc: 2.320472002029419 (2.372540401375812) | > loss_disc_real_0: 0.10163408517837524 (0.13441982071684755) | > loss_disc_real_1: 0.17561157047748566 (0.1708018818627233) | > loss_disc_real_2: 0.22109374403953552 (0.18637352533962415) | > loss_disc_real_3: 0.217263326048851 (0.24110817326151807) | > loss_disc_real_4: 0.21193674206733704 (0.2508816129487494) | > loss_disc_real_5: 0.2451189160346985 (0.25686600026877027) | > loss_0: 2.320472002029419 (2.372540401375812) | > loss_gen: 2.28749680519104 (2.3309954093850176) | > loss_kl: 2.498274087905884 (2.9600442855254463) | > loss_feat: 5.698999404907227 (6.665795201840608) | > loss_mel: 16.534433364868164 (17.447288471719492) | > loss_duration: 2.279231071472168 (2.332167387008667) | > loss_1: 29.29843521118164 (31.73629089023756)  --> STEP: 24 | > loss_disc: 2.3847100734710693 (2.3730474710464478) | > loss_disc_real_0: 0.1151321530342102 (0.13361616789673766) | > loss_disc_real_1: 0.20055817067623138 (0.1720417272299528) | > loss_disc_real_2: 0.2923847734928131 (0.19079066067934036) | > loss_disc_real_3: 0.2613941431045532 (0.24195342200497785) | > loss_disc_real_4: 0.26525408029556274 (0.2514804657548666) | > loss_disc_real_5: 0.2926263213157654 (0.2583560136457284) | > loss_0: 2.3847100734710693 (2.3730474710464478) | > loss_gen: 2.5359954833984375 (2.3395370791355767) | > loss_kl: 2.3093481063842773 (2.9329319447278976) | > loss_feat: 6.252369403839111 (6.648569126923879) | > loss_mel: 17.548532485961914 (17.451506972312927) | > loss_duration: 2.370696783065796 (2.3337727785110474) | > loss_1: 31.016942977905273 (31.70631806055705)  --> STEP: 25 | > loss_disc: 2.5123260021209717 (2.378618612289429) | > loss_disc_real_0: 0.10984911769628525 (0.13266548588871957) | > loss_disc_real_1: 0.2165607511997223 (0.1738224881887436) | > loss_disc_real_2: 0.1660286784172058 (0.189800181388855) | > loss_disc_real_3: 0.23871943354606628 (0.2418240624666214) | > loss_disc_real_4: 0.19814032316207886 (0.24934686005115508) | > loss_disc_real_5: 0.21584229171276093 (0.2566554647684097) | > loss_0: 2.5123260021209717 (2.378618612289429) | > loss_gen: 1.979581356048584 (2.325138850212097) | > loss_kl: 2.740403890609741 (2.9252308225631714) | > loss_feat: 5.727558135986328 (6.6117286872863765) | > loss_mel: 15.776456832885742 (17.38450496673584) | > loss_duration: 2.4153220653533936 (2.337034749984741) | > loss_1: 28.63932228088379 (31.583638229370116)  --> STEP: 26 | > loss_disc: 2.4232194423675537 (2.380334028830895) | > loss_disc_real_0: 0.13224560022354126 (0.13264933644005888) | > loss_disc_real_1: 0.1250431090593338 (0.17194635822222784) | > loss_disc_real_2: 0.1437101811170578 (0.18802748907070893) | > loss_disc_real_3: 0.19718234241008759 (0.2401070732336778) | > loss_disc_real_4: 0.11752117425203323 (0.24427664136657348) | > loss_disc_real_5: 0.19795392453670502 (0.2543977132210365) | > loss_0: 2.4232194423675537 (2.380334028830895) | > loss_gen: 1.9339359998703003 (2.3100925867374125) | > loss_kl: 2.0287559032440186 (2.8907510179739733) | > loss_feat: 12.321149826049805 (6.831321808008047) | > loss_mel: 20.24924659729004 (17.49468733714177) | > loss_duration: 2.355196952819824 (2.3377332962476287) | > loss_1: 38.88828659057617 (31.864586243262657) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023865791467519906 (-8.493203383225668e-05) | > avg_loss_disc: 2.380334028830895 (-0.03292671533731317) | > avg_loss_disc_real_0: 0.13264933644005888 (-0.006092494353652028) | > avg_loss_disc_real_1: 0.17194635822222784 (-0.0354163606579487) | > avg_loss_disc_real_2: 0.18802748907070893 (-0.04664145295436567) | > avg_loss_disc_real_3: 0.2401070732336778 (+0.03436171435392821) | > avg_loss_disc_real_4: 0.24427664136657348 (-0.0073761203541205245) | > avg_loss_disc_real_5: 0.2543977132210365 (+0.04731657470648107) | > avg_loss_0: 2.380334028830895 (-0.03292671533731317) | > avg_loss_gen: 2.3100925867374125 (-0.08042626197521585) | > avg_loss_kl: 2.8907510179739733 (-0.0383763450842638) | > avg_loss_feat: 6.831321808008047 (-0.4195297497969408) | > avg_loss_mel: 17.49468733714177 (-0.689913126138542) | > avg_loss_duration: 2.3377332962476287 (-0.0026483902564420347) | > avg_loss_1: 31.864586243262657 (-1.2308934285090558)  > EPOCH: 609/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:03:10)   --> TIME: 2024-06-11 18:03:12 -- STEP: 4/330 -- GLOBAL_STEP: 288975 | > loss_disc: 2.2942683696746826 (2.267673075199127) | > loss_disc_real_0: 0.07324253022670746 (0.09353193268179893) | > loss_disc_real_1: 0.1651565432548523 (0.19201022386550903) | > loss_disc_real_2: 0.16526325047016144 (0.21804748848080635) | > loss_disc_real_3: 0.2274777889251709 (0.22414759919047356) | > loss_disc_real_4: 0.23647914826869965 (0.23604648560285568) | > loss_disc_real_5: 0.23429925739765167 (0.2288687489926815) | > loss_0: 2.2942683696746826 (2.267673075199127) | > grad_norm_0: tensor(11.7803, device='cuda:0') (tensor(6.8321, device='cuda:0')) | > loss_gen: 2.408217430114746 (2.5289788246154785) | > loss_kl: 1.7175660133361816 (1.8722790479660034) | > loss_feat: 7.245933532714844 (6.950937986373901) | > loss_mel: 18.415807723999023 (18.161896228790283) | > loss_duration: 2.1759936809539795 (2.1750587224960327) | > loss_1: 31.963518142700195 (31.68915033340454) | > grad_norm_1: tensor(147.7979, device='cuda:0') (tensor(102.4854, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3476 (0.3812597990036011) | > loader_time: 0.0031 (0.003036677837371826)  --> TIME: 2024-06-11 18:03:22 -- STEP: 29/330 -- GLOBAL_STEP: 289000 | > loss_disc: 2.2496278285980225 (2.3303603879336654) | > loss_disc_real_0: 0.07878725230693817 (0.10474157590290596) | > loss_disc_real_1: 0.1820359081029892 (0.19806516376034966) | > loss_disc_real_2: 0.17830775678157806 (0.2138585751426631) | > loss_disc_real_3: 0.20457366108894348 (0.2263128392655274) | > loss_disc_real_4: 0.2079114019870758 (0.229584109680406) | > loss_disc_real_5: 0.1714116483926773 (0.22161605697253656) | > loss_0: 2.2496278285980225 (2.3303603879336654) | > grad_norm_0: tensor(8.6418, device='cuda:0') (tensor(8.2189, device='cuda:0')) | > loss_gen: 2.5679433345794678 (2.4875250520377334) | > loss_kl: 1.8205313682556152 (1.9117675279748851) | > loss_feat: 7.852726459503174 (7.028915536814723) | > loss_mel: 18.47079849243164 (17.7574216908422) | > loss_duration: 1.9989255666732788 (2.0377951819321214) | > loss_1: 32.7109260559082 (31.22342510881095) | > grad_norm_1: tensor(151.5620, device='cuda:0') (tensor(93.5491, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3654 (0.3817656533471469) | > loader_time: 0.0038 (0.003386686588155812) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_289000.pth  --> TIME: 2024-06-11 18:03:36 -- STEP: 54/330 -- GLOBAL_STEP: 289025 | > loss_disc: 2.325681447982788 (2.3304736172711418) | > loss_disc_real_0: 0.10324139147996902 (0.10750674856481729) | > loss_disc_real_1: 0.20219984650611877 (0.19757261210017735) | > loss_disc_real_2: 0.21220248937606812 (0.21119841546924026) | > loss_disc_real_3: 0.2125692218542099 (0.2255289477330667) | > loss_disc_real_4: 0.22751232981681824 (0.2270831181495278) | > loss_disc_real_5: 0.21420978009700775 (0.2210904023161641) | > loss_0: 2.325681447982788 (2.3304736172711418) | > grad_norm_0: tensor(6.2051, device='cuda:0') (tensor(8.5769, device='cuda:0')) | > loss_gen: 2.549516439437866 (2.4927729986332086) | > loss_kl: 1.9268664121627808 (1.912772622373369) | > loss_feat: 6.801505088806152 (7.005287488301595) | > loss_mel: 17.83794593811035 (17.694001621670196) | > loss_duration: 1.9742951393127441 (2.0149157687469765) | > loss_1: 31.090129852294922 (31.119750376100892) | > grad_norm_1: tensor(100.9995, device='cuda:0') (tensor(96.5914, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3582 (0.3807552214022036) | > loader_time: 0.0047 (0.003536864563270851)  --> TIME: 2024-06-11 18:03:45 -- STEP: 79/330 -- GLOBAL_STEP: 289050 | > loss_disc: 2.396200656890869 (2.335707884800586) | > loss_disc_real_0: 0.13393518328666687 (0.1094310772192629) | > loss_disc_real_1: 0.23726026713848114 (0.19858304175395006) | > loss_disc_real_2: 0.18917159736156464 (0.21151903441435174) | > loss_disc_real_3: 0.2474851906299591 (0.2268494435503513) | > loss_disc_real_4: 0.2413095086812973 (0.22906246649313577) | > loss_disc_real_5: 0.24593687057495117 (0.22223283784298958) | > loss_0: 2.396200656890869 (2.335707884800586) | > grad_norm_0: tensor(9.3442, device='cuda:0') (tensor(9.0029, device='cuda:0')) | > loss_gen: 2.508239507675171 (2.497392575952072) | > loss_kl: 1.939149022102356 (1.9423822949204264) | > loss_feat: 6.672934532165527 (7.048250693309156) | > loss_mel: 17.120189666748047 (17.67141373549836) | > loss_duration: 1.9862594604492188 (2.0057189404209956) | > loss_1: 30.22677230834961 (31.165158138999455) | > grad_norm_1: tensor(74.2259, device='cuda:0') (tensor(100.5607, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3741 (0.37918120094492463) | > loader_time: 0.0036 (0.003656897363783438)  --> TIME: 2024-06-11 18:03:55 -- STEP: 104/330 -- GLOBAL_STEP: 289075 | > loss_disc: 2.269144058227539 (2.345357748178336) | > loss_disc_real_0: 0.09350930154323578 (0.10986339537283549) | > loss_disc_real_1: 0.21101978421211243 (0.19911212216203036) | > loss_disc_real_2: 0.200901597738266 (0.2123387301197419) | > loss_disc_real_3: 0.21389426290988922 (0.2274650978640868) | > loss_disc_real_4: 0.22451935708522797 (0.23040016955481127) | > loss_disc_real_5: 0.2036956548690796 (0.22222261188121942) | > loss_0: 2.269144058227539 (2.345357748178336) | > grad_norm_0: tensor(13.8221, device='cuda:0') (tensor(8.7277, device='cuda:0')) | > loss_gen: 2.5525262355804443 (2.4850880343180437) | > loss_kl: 1.8170160055160522 (1.9400171144650533) | > loss_feat: 6.823359489440918 (7.0188028170512275) | > loss_mel: 17.211963653564453 (17.658058239863465) | > loss_duration: 2.0519771575927734 (2.0062487870454784) | > loss_1: 30.45684242248535 (31.108214946893547) | > grad_norm_1: tensor(109.5754, device='cuda:0') (tensor(97.1107, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3815 (0.3763711658807901) | > loader_time: 0.0039 (0.003685696766926692)  --> TIME: 2024-06-11 18:04:04 -- STEP: 129/330 -- GLOBAL_STEP: 289100 | > loss_disc: 2.4475324153900146 (2.3462821365326874) | > loss_disc_real_0: 0.10585686564445496 (0.11056859750849332) | > loss_disc_real_1: 0.21916839480400085 (0.1983890498793403) | > loss_disc_real_2: 0.2241412252187729 (0.21329444080822227) | > loss_disc_real_3: 0.2748522460460663 (0.22743575344252032) | > loss_disc_real_4: 0.2775035798549652 (0.23033244145470996) | > loss_disc_real_5: 0.24416029453277588 (0.22151706003865532) | > loss_0: 2.4475324153900146 (2.3462821365326874) | > grad_norm_0: tensor(6.0871, device='cuda:0') (tensor(9.1376, device='cuda:0')) | > loss_gen: 2.4982187747955322 (2.4821367245311885) | > loss_kl: 1.850067138671875 (1.9495252426280532) | > loss_feat: 6.842845916748047 (7.0141306256139) | > loss_mel: 18.067352294921875 (17.626688010932863) | > loss_duration: 1.9954090118408203 (2.008180388184481) | > loss_1: 31.25389289855957 (31.080660945685334) | > grad_norm_1: tensor(42.3519, device='cuda:0') (tensor(98.7145, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3755 (0.3755104042762934) | > loader_time: 0.004 (0.0037107985149058263)  --> TIME: 2024-06-11 18:04:14 -- STEP: 154/330 -- GLOBAL_STEP: 289125 | > loss_disc: 2.294607639312744 (2.347684556787664) | > loss_disc_real_0: 0.14370746910572052 (0.11206419122490016) | > loss_disc_real_1: 0.19879233837127686 (0.19823306789258863) | > loss_disc_real_2: 0.20885425806045532 (0.21323257810496665) | > loss_disc_real_3: 0.24724845588207245 (0.22791911845470403) | > loss_disc_real_4: 0.2213558852672577 (0.2302890389964178) | > loss_disc_real_5: 0.21318534016609192 (0.2214448523598832) | > loss_0: 2.294607639312744 (2.347684556787664) | > grad_norm_0: tensor(9.5232, device='cuda:0') (tensor(10.1645, device='cuda:0')) | > loss_gen: 2.4097211360931396 (2.4815884457006083) | > loss_kl: 2.013148546218872 (1.9567256446008559) | > loss_feat: 6.651503562927246 (7.011867925718233) | > loss_mel: 17.238374710083008 (17.6143580288082) | > loss_duration: 2.0383782386779785 (2.011660876212181) | > loss_1: 30.351125717163086 (31.076200918717817) | > grad_norm_1: tensor(113.2574, device='cuda:0') (tensor(109.3593, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.395 (0.3753953955390237) | > loader_time: 0.005 (0.0037904435938054867)  --> TIME: 2024-06-11 18:04:24 -- STEP: 179/330 -- GLOBAL_STEP: 289150 | > loss_disc: 2.2483928203582764 (2.3517814721475085) | > loss_disc_real_0: 0.134482741355896 (0.11330501597853346) | > loss_disc_real_1: 0.20297956466674805 (0.19823171423134195) | > loss_disc_real_2: 0.22149384021759033 (0.21358243954581255) | > loss_disc_real_3: 0.2111448496580124 (0.22768070561259818) | > loss_disc_real_4: 0.20313000679016113 (0.2303666019572892) | > loss_disc_real_5: 0.18909576535224915 (0.22129076794206098) | > loss_0: 2.2483928203582764 (2.3517814721475085) | > grad_norm_0: tensor(11.6444, device='cuda:0') (tensor(10.5778, device='cuda:0')) | > loss_gen: 2.4128310680389404 (2.476069578245365) | > loss_kl: 2.007664918899536 (1.9625345048957696) | > loss_feat: 7.226621150970459 (6.996019155619531) | > loss_mel: 17.017606735229492 (17.580514875870172) | > loss_duration: 2.061844825744629 (2.017982610111129) | > loss_1: 30.726566314697266 (31.03312068278563) | > grad_norm_1: tensor(91.9751, device='cuda:0') (tensor(118.1738, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.3968 (0.3772310637894954) | > loader_time: 0.0046 (0.003886577137355698)  --> TIME: 2024-06-11 18:04:34 -- STEP: 204/330 -- GLOBAL_STEP: 289175 | > loss_disc: 2.4623403549194336 (2.3548801611451524) | > loss_disc_real_0: 0.13184908032417297 (0.11384980493754733) | > loss_disc_real_1: 0.15235847234725952 (0.19810716179656052) | > loss_disc_real_2: 0.2540338337421417 (0.2130667240011926) | > loss_disc_real_3: 0.24478952586650848 (0.22853462858235135) | > loss_disc_real_4: 0.2210758626461029 (0.2305307340826474) | > loss_disc_real_5: 0.21730457246303558 (0.22185631439674133) | > loss_0: 2.4623403549194336 (2.3548801611451524) | > grad_norm_0: tensor(6.6649, device='cuda:0') (tensor(13.2853, device='cuda:0')) | > loss_gen: 2.570276975631714 (2.480489076352585) | > loss_kl: 1.9493454694747925 (1.9627577323539585) | > loss_feat: 7.612709999084473 (7.013714297145021) | > loss_mel: 17.631412506103516 (17.541819413503006) | > loss_duration: 2.032472610473633 (2.0254720449447627) | > loss_1: 31.79621696472168 (31.024252545599843) | > grad_norm_1: tensor(484.5949, device='cuda:0') (tensor(147.7651, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.4081 (0.38012246173970826) | > loader_time: 0.006 (0.004006225688784733)  --> TIME: 2024-06-11 18:04:44 -- STEP: 229/330 -- GLOBAL_STEP: 289200 | > loss_disc: 2.413918972015381 (2.3513588915745753) | > loss_disc_real_0: 0.1405930519104004 (0.11394812976819459) | > loss_disc_real_1: 0.19171060621738434 (0.19870234596416944) | > loss_disc_real_2: 0.22103345394134521 (0.2125705210532684) | > loss_disc_real_3: 0.22213487327098846 (0.22825334862069793) | > loss_disc_real_4: 0.2263806015253067 (0.2293993621804308) | > loss_disc_real_5: 0.21697497367858887 (0.2211624661777738) | > loss_0: 2.413918972015381 (2.3513588915745753) | > grad_norm_0: tensor(36.5326, device='cuda:0') (tensor(15.8917, device='cuda:0')) | > loss_gen: 2.4748222827911377 (2.4946404263442243) | > loss_kl: 2.1229474544525146 (1.9672338749123452) | > loss_feat: 6.946925640106201 (7.04243691831697) | > loss_mel: 17.89156723022461 (17.50968541640903) | > loss_duration: 2.1204700469970703 (2.0338563981535134) | > loss_1: 31.556734085083008 (31.0478530117518) | > grad_norm_1: tensor(270.5150, device='cuda:0') (tensor(171.8622, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.4044 (0.38277427077813947) | > loader_time: 0.0053 (0.00413735152332023)  --> TIME: 2024-06-11 18:04:55 -- STEP: 254/330 -- GLOBAL_STEP: 289225 | > loss_disc: 2.414830207824707 (2.3589792889872867) | > loss_disc_real_0: 0.2569151520729065 (0.11638458791797555) | > loss_disc_real_1: 0.1641097217798233 (0.19900896992739733) | > loss_disc_real_2: 0.19296276569366455 (0.21331590566578812) | > loss_disc_real_3: 0.2654869854450226 (0.22903311182194808) | > loss_disc_real_4: 0.2683391273021698 (0.23025709983166748) | > loss_disc_real_5: 0.2726598381996155 (0.2216902961294482) | > loss_0: 2.414830207824707 (2.3589792889872867) | > grad_norm_0: tensor(72.7676, device='cuda:0') (tensor(19.5405, device='cuda:0')) | > loss_gen: 2.6026089191436768 (2.5016725241668567) | > loss_kl: 1.9705607891082764 (1.9708239553481575) | > loss_feat: 6.723721504211426 (7.046153460900615) | > loss_mel: 16.086530685424805 (17.47817708563618) | > loss_duration: 2.0836899280548096 (2.0410287661815256) | > loss_1: 29.467113494873047 (31.037855794110637) | > grad_norm_1: tensor(595.9911, device='cuda:0') (tensor(198.9031, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.4232 (0.3856482130336009) | > loader_time: 0.0056 (0.004261987415824354)  --> TIME: 2024-06-11 18:05:06 -- STEP: 279/330 -- GLOBAL_STEP: 289250 | > loss_disc: 2.4346067905426025 (2.3601477752876954) | > loss_disc_real_0: 0.08287059515714645 (0.11674078740847153) | > loss_disc_real_1: 0.2500768303871155 (0.19954465153396772) | > loss_disc_real_2: 0.23798374831676483 (0.21365422117240113) | > loss_disc_real_3: 0.26576346158981323 (0.22891328945809364) | > loss_disc_real_4: 0.23481014370918274 (0.22985398678583055) | > loss_disc_real_5: 0.2089066207408905 (0.22113288634566852) | > loss_0: 2.4346067905426025 (2.3601477752876954) | > grad_norm_0: tensor(44.9957, device='cuda:0') (tensor(21.8308, device='cuda:0')) | > loss_gen: 2.560939311981201 (2.5073375086630536) | > loss_kl: 1.9655680656433105 (1.9757562380110492) | > loss_feat: 6.957773685455322 (7.058334890659565) | > loss_mel: 16.96648406982422 (17.42065390036526) | > loss_duration: 2.13680100440979 (2.050513334171747) | > loss_1: 30.587566375732422 (31.012595877425216) | > grad_norm_1: tensor(446.8699, device='cuda:0') (tensor(226.3468, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.4453 (0.3898319249512046) | > loader_time: 0.0056 (0.004395891688630576)  --> TIME: 2024-06-11 18:05:18 -- STEP: 304/330 -- GLOBAL_STEP: 289275 | > loss_disc: 2.4212565422058105 (2.3640789719004367) | > loss_disc_real_0: 0.11815448105335236 (0.11902775578690987) | > loss_disc_real_1: 0.18842987716197968 (0.19949765562226904) | > loss_disc_real_2: 0.28247055411338806 (0.21357560334237) | > loss_disc_real_3: 0.23586539924144745 (0.2289807917060036) | > loss_disc_real_4: 0.25824424624443054 (0.22995762693646707) | > loss_disc_real_5: 0.24630865454673767 (0.22129993807328374) | > loss_0: 2.4212565422058105 (2.3640789719004367) | > grad_norm_0: tensor(23.0259, device='cuda:0') (tensor(23.4012, device='cuda:0')) | > loss_gen: 2.5563740730285645 (2.501844601411567) | > loss_kl: 1.9912405014038086 (1.9785614527369801) | > loss_feat: 7.878077507019043 (7.0691867564853865) | > loss_mel: 16.589826583862305 (17.369597516561814) | > loss_duration: 2.192084550857544 (2.061048572000705) | > loss_1: 31.207603454589844 (30.9802389019414) | > grad_norm_1: tensor(437.2840, device='cuda:0') (tensor(240.1552, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 0.4717 (0.3962443972888745) | > loader_time: 0.0066 (0.004574563158185864)  --> TIME: 2024-06-11 18:05:45 -- STEP: 329/330 -- GLOBAL_STEP: 289300 | > loss_disc: 2.5055625438690186 (2.370650750887792) | > loss_disc_real_0: 0.11140546202659607 (0.12046683393984943) | > loss_disc_real_1: 0.272696316242218 (0.20059531736881184) | > loss_disc_real_2: 0.20260626077651978 (0.2137356739276086) | > loss_disc_real_3: 0.22289879620075226 (0.22939136746625402) | > loss_disc_real_4: 0.23246799409389496 (0.2301673562149871) | > loss_disc_real_5: 0.2673187851905823 (0.22170205273889118) | > loss_0: 2.5055625438690186 (2.370650750887792) | > grad_norm_0: tensor(9.5094, device='cuda:0') (tensor(22.6461, device='cuda:0')) | > loss_gen: 2.4080028533935547 (2.493834239733617) | > loss_kl: 2.1473164558410645 (1.985700959130261) | > loss_feat: 10.25914478302002 (7.144588650178765) | > loss_mel: 18.17369270324707 (17.353422773645278) | > loss_duration: 2.309589385986328 (2.0755533585070123) | > loss_1: 35.29774856567383 (31.0530999714118) | > grad_norm_1: tensor(128.3770, device='cuda:0') (tensor(234.8164, device='cuda:0')) | > current_lr_0: 0.00018533919047009182 | > current_lr_1: 0.00018533919047009182 | > step_time: 12.8518 (0.44661605321889936) | > loader_time: 0.0333 (0.00499827158849653)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.230443239212036 (2.230443239212036) | > loss_disc_real_0: 0.10898184776306152 (0.10898184776306152) | > loss_disc_real_1: 0.19312606751918793 (0.19312606751918793) | > loss_disc_real_2: 0.283518522977829 (0.283518522977829) | > loss_disc_real_3: 0.22431835532188416 (0.22431835532188416) | > loss_disc_real_4: 0.2652375400066376 (0.2652375400066376) | > loss_disc_real_5: 0.2664841413497925 (0.2664841413497925) | > loss_0: 2.230443239212036 (2.230443239212036) | > loss_gen: 2.7602734565734863 (2.7602734565734863) | > loss_kl: 1.9308409690856934 (1.9308409690856934) | > loss_feat: 6.655984878540039 (6.655984878540039) | > loss_mel: 16.50492286682129 (16.50492286682129) | > loss_duration: 3.1014671325683594 (3.1014671325683594) | > loss_1: 30.953489303588867 (30.953489303588867)  --> STEP: 1 | > loss_disc: 2.1414124965667725 (2.1414124965667725) | > loss_disc_real_0: 0.18866901099681854 (0.18866901099681854) | > loss_disc_real_1: 0.20582909882068634 (0.20582909882068634) | > loss_disc_real_2: 0.22568494081497192 (0.22568494081497192) | > loss_disc_real_3: 0.22613051533699036 (0.22613051533699036) | > loss_disc_real_4: 0.22383330762386322 (0.22383330762386322) | > loss_disc_real_5: 0.232878640294075 (0.232878640294075) | > loss_0: 2.1414124965667725 (2.1414124965667725) | > loss_gen: 2.892855405807495 (2.892855405807495) | > loss_kl: 2.685023069381714 (2.685023069381714) | > loss_feat: 6.951422214508057 (6.951422214508057) | > loss_mel: 18.969444274902344 (18.969444274902344) | > loss_duration: 2.355032205581665 (2.355032205581665) | > loss_1: 33.85377502441406 (33.85377502441406)  --> STEP: 2 | > loss_disc: 2.1219799518585205 (2.1316962242126465) | > loss_disc_real_0: 0.05294562503695488 (0.12080731801688671) | > loss_disc_real_1: 0.17954590916633606 (0.1926875039935112) | > loss_disc_real_2: 0.29020392894744873 (0.2579444348812103) | > loss_disc_real_3: 0.21420679986476898 (0.22016865760087967) | > loss_disc_real_4: 0.27090251445770264 (0.24736791104078293) | > loss_disc_real_5: 0.25332432985305786 (0.24310148507356644) | > loss_0: 2.1219799518585205 (2.1316962242126465) | > loss_gen: 2.8522238731384277 (2.8725396394729614) | > loss_kl: 3.0824692249298096 (2.8837461471557617) | > loss_feat: 6.55579948425293 (6.753610849380493) | > loss_mel: 18.293548583984375 (18.63149642944336) | > loss_duration: 2.499220848083496 (2.4271265268325806) | > loss_1: 33.283260345458984 (33.56851768493652)  --> STEP: 3 | > loss_disc: 2.300844669342041 (2.188079039255778) | > loss_disc_real_0: 0.0995803028345108 (0.11373164628942807) | > loss_disc_real_1: 0.18641397356987 (0.1905963271856308) | > loss_disc_real_2: 0.20409664511680603 (0.2399951716264089) | > loss_disc_real_3: 0.27890315651893616 (0.2397468239068985) | > loss_disc_real_4: 0.31048381328582764 (0.2684065451224645) | > loss_disc_real_5: 0.2870275378227234 (0.2577435026566188) | > loss_0: 2.300844669342041 (2.188079039255778) | > loss_gen: 2.639443874359131 (2.7948410511016846) | > loss_kl: 3.6756746768951416 (3.147722323735555) | > loss_feat: 6.191515922546387 (6.566245873769124) | > loss_mel: 18.05941390991211 (18.440802256266277) | > loss_duration: 2.362511157989502 (2.405588070551554) | > loss_1: 32.92856216430664 (33.3551991780599)  --> STEP: 4 | > loss_disc: 2.204639196395874 (2.192219078540802) | > loss_disc_real_0: 0.11606147885322571 (0.11431410443037748) | > loss_disc_real_1: 0.1685263216495514 (0.18507882580161095) | > loss_disc_real_2: 0.2364136129617691 (0.23909978196024895) | > loss_disc_real_3: 0.18305808305740356 (0.22557463869452477) | > loss_disc_real_4: 0.2242075353860855 (0.25735679268836975) | > loss_disc_real_5: 0.18959301710128784 (0.24070588126778603) | > loss_0: 2.204639196395874 (2.192219078540802) | > loss_gen: 2.374441385269165 (2.6897411346435547) | > loss_kl: 3.913580894470215 (3.33918696641922) | > loss_feat: 8.237719535827637 (6.984114289283752) | > loss_mel: 18.263099670410156 (18.396376609802246) | > loss_duration: 2.317976951599121 (2.383685290813446) | > loss_1: 35.10681915283203 (33.79310417175293)  --> STEP: 5 | > loss_disc: 2.140876293182373 (2.1819505214691164) | > loss_disc_real_0: 0.13489040732383728 (0.11842936500906945) | > loss_disc_real_1: 0.2389686554670334 (0.19585679173469545) | > loss_disc_real_2: 0.2692141532897949 (0.24512265622615814) | > loss_disc_real_3: 0.22451822459697723 (0.22536335587501527) | > loss_disc_real_4: 0.23141855001449585 (0.252169144153595) | > loss_disc_real_5: 0.2353377342224121 (0.23963225185871123) | > loss_0: 2.140876293182373 (2.1819505214691164) | > loss_gen: 2.7994985580444336 (2.7116926193237303) | > loss_kl: 2.9910402297973633 (3.2695576190948485) | > loss_feat: 7.878913402557373 (7.163074111938476) | > loss_mel: 19.51810073852539 (18.620721435546876) | > loss_duration: 2.3866286277770996 (2.384273958206177) | > loss_1: 35.574180603027344 (34.14931945800781)  --> STEP: 6 | > loss_disc: 2.2352001667022705 (2.1908254623413086) | > loss_disc_real_0: 0.07486477494239807 (0.11116859999795754) | > loss_disc_real_1: 0.11745784431695938 (0.18279030049840608) | > loss_disc_real_2: 0.16038700938224792 (0.23100004841883978) | > loss_disc_real_3: 0.20042729377746582 (0.22120734552542368) | > loss_disc_real_4: 0.24969784915447235 (0.2517572616537412) | > loss_disc_real_5: 0.2063547968864441 (0.23408600936333337) | > loss_0: 2.2352001667022705 (2.1908254623413086) | > loss_gen: 2.2277562618255615 (2.631036559740702) | > loss_kl: 2.8527464866638184 (3.2000890970230103) | > loss_feat: 6.4428839683532715 (7.043042421340942) | > loss_mel: 17.97968864440918 (18.513882637023926) | > loss_duration: 2.19472599029541 (2.352682630221049) | > loss_1: 31.697799682617188 (33.74073282877604)  --> STEP: 7 | > loss_disc: 2.335346221923828 (2.211471285138811) | > loss_disc_real_0: 0.16191643476486206 (0.11841829067894391) | > loss_disc_real_1: 0.17753590643405914 (0.18203967277492797) | > loss_disc_real_2: 0.1791965663433075 (0.223599550979478) | > loss_disc_real_3: 0.2576131522655487 (0.22640817505972727) | > loss_disc_real_4: 0.32654646039009094 (0.26244143290179117) | > loss_disc_real_5: 0.264069139957428 (0.23836931373391831) | > loss_0: 2.335346221923828 (2.211471285138811) | > loss_gen: 2.4614169597625732 (2.6068051883152554) | > loss_kl: 4.497929096221924 (3.3854948111942837) | > loss_feat: 5.586638927459717 (6.83498477935791) | > loss_mel: 18.00471305847168 (18.441144125802175) | > loss_duration: 2.596273899078369 (2.387481382914952) | > loss_1: 33.14697265625 (33.655909946986604)  --> STEP: 8 | > loss_disc: 2.4537172317504883 (2.241752028465271) | > loss_disc_real_0: 0.22728154063224792 (0.1320261969231069) | > loss_disc_real_1: 0.1661507934331894 (0.18005356285721064) | > loss_disc_real_2: 0.22325950860977173 (0.22355704568326473) | > loss_disc_real_3: 0.21867795288562775 (0.22544189728796482) | > loss_disc_real_4: 0.19952206313610077 (0.25457651168107986) | > loss_disc_real_5: 0.20801354944705963 (0.234574843198061) | > loss_0: 2.4537172317504883 (2.241752028465271) | > loss_gen: 2.381951332092285 (2.578698456287384) | > loss_kl: 3.240225315093994 (3.3673361241817474) | > loss_feat: 8.266427040100098 (7.013915061950684) | > loss_mel: 17.681133270263672 (18.346142768859863) | > loss_duration: 2.3004603385925293 (2.376603752374649) | > loss_1: 33.87019729614258 (33.6826958656311)  --> STEP: 9 | > loss_disc: 2.5443058013916016 (2.2753691143459744) | > loss_disc_real_0: 0.13538570702075958 (0.13239947582284609) | > loss_disc_real_1: 0.23147931694984436 (0.18576753553416994) | > loss_disc_real_2: 0.37002211809158325 (0.23983094261752236) | > loss_disc_real_3: 0.2617792785167694 (0.22947938409116533) | > loss_disc_real_4: 0.2941439151763916 (0.2589728898472256) | > loss_disc_real_5: 0.26646649837493896 (0.2381183604399363) | > loss_0: 2.5443058013916016 (2.2753691143459744) | > loss_gen: 2.4641852378845215 (2.5659747653537326) | > loss_kl: 2.7454757690429688 (3.2982405291663275) | > loss_feat: 6.258718013763428 (6.930004278818767) | > loss_mel: 18.54472541809082 (18.368207507663303) | > loss_duration: 2.1720824241638184 (2.3538791603512235) | > loss_1: 32.18518829345703 (33.51630613538954)  --> STEP: 10 | > loss_disc: 2.473729133605957 (2.2952051162719727) | > loss_disc_real_0: 0.22705459594726562 (0.14186498783528806) | > loss_disc_real_1: 0.20863616466522217 (0.18805439844727517) | > loss_disc_real_2: 0.32228344678878784 (0.2480761930346489) | > loss_disc_real_3: 0.2371407002210617 (0.23024551570415497) | > loss_disc_real_4: 0.21989548206329346 (0.2550651490688324) | > loss_disc_real_5: 0.253029465675354 (0.2396094709634781) | > loss_0: 2.473729133605957 (2.2952051162719727) | > loss_gen: 2.506239652633667 (2.560001254081726) | > loss_kl: 2.8508148193359375 (3.2534979581832886) | > loss_feat: 5.830310344696045 (6.8200348854064945) | > loss_mel: 13.792153358459473 (17.91060209274292) | > loss_duration: 2.409696340560913 (2.359460878372192) | > loss_1: 27.38921356201172 (32.90359687805176)  --> STEP: 11 | > loss_disc: 2.46978759765625 (2.3110762509432705) | > loss_disc_real_0: 0.1324029266834259 (0.14100480045784602) | > loss_disc_real_1: 0.20447219908237457 (0.18954692577773874) | > loss_disc_real_2: 0.20991674065589905 (0.244607151909308) | > loss_disc_real_3: 0.19437581300735474 (0.22698463364080948) | > loss_disc_real_4: 0.3088512718677521 (0.2599547965960069) | > loss_disc_real_5: 0.2738640010356903 (0.24272351915186102) | > loss_0: 2.46978759765625 (2.3110762509432705) | > loss_gen: 2.2537434101104736 (2.5321596319025215) | > loss_kl: 3.387028217315674 (3.265637072649869) | > loss_feat: 5.822726249694824 (6.72937046397816) | > loss_mel: 16.562149047851562 (17.78801545229825) | > loss_duration: 2.5166015625 (2.373746395111084) | > loss_1: 30.54224967956543 (32.68892895091664)  --> STEP: 12 | > loss_disc: 2.559112787246704 (2.33174596230189) | > loss_disc_real_0: 0.1307307481765747 (0.14014862943440676) | > loss_disc_real_1: 0.19463364779949188 (0.1899708192795515) | > loss_disc_real_2: 0.30550435185432434 (0.24968191857139269) | > loss_disc_real_3: 0.3110670745372772 (0.23399150371551514) | > loss_disc_real_4: 0.33239027857780457 (0.26599108676115674) | > loss_disc_real_5: 0.287590891122818 (0.24646246681610742) | > loss_0: 2.559112787246704 (2.33174596230189) | > loss_gen: 2.4582905769348145 (2.526003877321879) | > loss_kl: 2.8104910850524902 (3.2277082403500876) | > loss_feat: 5.127462387084961 (6.5958781242370605) | > loss_mel: 16.229856491088867 (17.658168872197468) | > loss_duration: 2.2861695289611816 (2.3664483229319253) | > loss_1: 28.912269592285156 (32.37420733769735)  --> STEP: 13 | > loss_disc: 2.466794729232788 (2.342134328988882) | > loss_disc_real_0: 0.1384807825088501 (0.14002033351705626) | > loss_disc_real_1: 0.20187288522720337 (0.19088636281398627) | > loss_disc_real_2: 0.25941410660743713 (0.2504305484203192) | > loss_disc_real_3: 0.23730580508708954 (0.23424644997486702) | > loss_disc_real_4: 0.21387237310409546 (0.26198195494138277) | > loss_disc_real_5: 0.21969090402126312 (0.24440311583188865) | > loss_0: 2.466794729232788 (2.342134328988882) | > loss_gen: 2.2184042930603027 (2.5023423708402195) | > loss_kl: 2.924954891204834 (3.204419521185068) | > loss_feat: 5.554590702056885 (6.5157790917616625) | > loss_mel: 16.501331329345703 (17.56918136890118) | > loss_duration: 2.2097604274749756 (2.3543954078967753) | > loss_1: 29.409042358398438 (32.14611772390512)  --> STEP: 14 | > loss_disc: 2.4855871200561523 (2.3523809569222585) | > loss_disc_real_0: 0.20270752906799316 (0.14449799034212316) | > loss_disc_real_1: 0.21885734796524048 (0.19288429032479013) | > loss_disc_real_2: 0.3140014708042145 (0.2549713285905974) | > loss_disc_real_3: 0.3199523091316223 (0.24036829705749238) | > loss_disc_real_4: 0.2271328568458557 (0.2594927336488451) | > loss_disc_real_5: 0.2666782736778259 (0.24599419853516988) | > loss_0: 2.4855871200561523 (2.3523809569222585) | > loss_gen: 2.578294277191162 (2.5077675070081438) | > loss_kl: 3.407454490661621 (3.2189220190048218) | > loss_feat: 6.883086681365967 (6.54201534816197) | > loss_mel: 18.27610206604004 (17.619675704411097) | > loss_duration: 2.3825807571411133 (2.356408647128514) | > loss_1: 33.52751922607422 (32.24478925977434)  --> STEP: 15 | > loss_disc: 2.5180604457855225 (2.3634262561798094) | > loss_disc_real_0: 0.16604849696159363 (0.1459346907834212) | > loss_disc_real_1: 0.22732488811016083 (0.19518033017714817) | > loss_disc_real_2: 0.24161313474178314 (0.25408078233400977) | > loss_disc_real_3: 0.2931773066520691 (0.24388889769713085) | > loss_disc_real_4: 0.2683837413787842 (0.2600854674975077) | > loss_disc_real_5: 0.26642319560050964 (0.2473561316728592) | > loss_0: 2.5180604457855225 (2.3634262561798094) | > loss_gen: 2.417882204055786 (2.5017751534779866) | > loss_kl: 3.685044527053833 (3.249996852874756) | > loss_feat: 5.904412746429443 (6.4995085080464685) | > loss_mel: 16.9481258392334 (17.57490571339925) | > loss_duration: 2.3841185569763184 (2.358255974451701) | > loss_1: 31.339584350585938 (32.18444226582845)  --> STEP: 16 | > loss_disc: 2.368318796157837 (2.3637320399284363) | > loss_disc_real_0: 0.15435174107551575 (0.1464607564266771) | > loss_disc_real_1: 0.22562134265899658 (0.1970828934572637) | > loss_disc_real_2: 0.15797531604766846 (0.24807419069111344) | > loss_disc_real_3: 0.2164999395608902 (0.2421770878136158) | > loss_disc_real_4: 0.22596725821495056 (0.2579530794173479) | > loss_disc_real_5: 0.21905136108398438 (0.24558708351105452) | > loss_0: 2.368318796157837 (2.3637320399284363) | > loss_gen: 2.3711535930633545 (2.493611305952072) | > loss_kl: 2.6762568950653076 (3.2141381055116653) | > loss_feat: 6.32944917678833 (6.4888797998428345) | > loss_mel: 18.144771575927734 (17.61052232980728) | > loss_duration: 2.3678345680236816 (2.3588546365499496) | > loss_1: 31.88946533203125 (32.166006207466125)  --> STEP: 17 | > loss_disc: 2.4916014671325684 (2.371253770940444) | > loss_disc_real_0: 0.21298271417617798 (0.15037381276488304) | > loss_disc_real_1: 0.1559716761112213 (0.19466458655455532) | > loss_disc_real_2: 0.24017716944217682 (0.24760966002941132) | > loss_disc_real_3: 0.2504847049713135 (0.24266577117583332) | > loss_disc_real_4: 0.27220478653907776 (0.25879141513039083) | > loss_disc_real_5: 0.3369064927101135 (0.25095881346394033) | > loss_0: 2.4916014671325684 (2.371253770940444) | > loss_gen: 2.528486728668213 (2.4956628014059627) | > loss_kl: 2.3883936405181885 (3.1655649016885197) | > loss_feat: 5.516242980957031 (6.43166586932014) | > loss_mel: 17.720277786254883 (17.616978533127728) | > loss_duration: 2.477010488510132 (2.3658049807829014) | > loss_1: 30.63041114807129 (32.07567708632525)  --> STEP: 18 | > loss_disc: 2.5307531356811523 (2.3801148467593722) | > loss_disc_real_0: 0.09113167971372604 (0.14708258315092987) | > loss_disc_real_1: 0.21569953858852386 (0.19583319500088692) | > loss_disc_real_2: 0.16689327359199524 (0.24312541633844376) | > loss_disc_real_3: 0.24213479459285736 (0.2426362724767791) | > loss_disc_real_4: 0.29196619987487793 (0.2606344587273068) | > loss_disc_real_5: 0.2927060127258301 (0.25327810231182313) | > loss_0: 2.5307531356811523 (2.3801148467593722) | > loss_gen: 2.0999512672424316 (2.4736788272857666) | > loss_kl: 2.512505054473877 (3.129283799065484) | > loss_feat: 5.364488124847412 (6.372378216849433) | > loss_mel: 16.27865219116211 (17.542627069685196) | > loss_duration: 2.2005927562713623 (2.356626523865594) | > loss_1: 28.456188201904297 (31.87459437052409)  --> STEP: 19 | > loss_disc: 2.574927806854248 (2.3903681604485763) | > loss_disc_real_0: 0.13791412115097046 (0.14660003251935305) | > loss_disc_real_1: 0.21129290759563446 (0.196646864084821) | > loss_disc_real_2: 0.26928696036338806 (0.24450233970817767) | > loss_disc_real_3: 0.28550246357917786 (0.24489238779795797) | > loss_disc_real_4: 0.3077247440814972 (0.26311289479857997) | > loss_disc_real_5: 0.30812522768974304 (0.2561647931211873) | > loss_0: 2.574927806854248 (2.3903681604485763) | > loss_gen: 2.451406240463257 (2.4725065858740556) | > loss_kl: 2.163127899169922 (3.0784334885446647) | > loss_feat: 6.674635887145996 (6.388286515286095) | > loss_mel: 16.392976760864258 (17.48211915869462) | > loss_duration: 2.35762882232666 (2.3566792764161764) | > loss_1: 30.039775848388672 (31.778024974622223)  --> STEP: 20 | > loss_disc: 2.1944613456726074 (2.3805728197097777) | > loss_disc_real_0: 0.0906209722161293 (0.14380107950419188) | > loss_disc_real_1: 0.17906548082828522 (0.1957677949219942) | > loss_disc_real_2: 0.2914052903652191 (0.24684748724102973) | > loss_disc_real_3: 0.2074420154094696 (0.24301986917853355) | > loss_disc_real_4: 0.2427077293395996 (0.262092636525631) | > loss_disc_real_5: 0.2828728258609772 (0.25750019475817676) | > loss_0: 2.1944613456726074 (2.3805728197097777) | > loss_gen: 2.798800230026245 (2.488821268081665) | > loss_kl: 2.3194406032562256 (3.040483844280243) | > loss_feat: 7.798877239227295 (6.458816051483154) | > loss_mel: 19.26529884338379 (17.571278142929078) | > loss_duration: 2.3482367992401123 (2.3562571525573732) | > loss_1: 34.53065490722656 (31.91565647125244)  --> STEP: 21 | > loss_disc: 2.125323534011841 (2.3684180918193998) | > loss_disc_real_0: 0.11715815961360931 (0.14253236903321176) | > loss_disc_real_1: 0.20299240946769714 (0.1961118241860753) | > loss_disc_real_2: 0.20042473077774048 (0.24463687979039692) | > loss_disc_real_3: 0.19842849671840668 (0.24089647048995608) | > loss_disc_real_4: 0.24915407598018646 (0.2614765145948955) | > loss_disc_real_5: 0.3549591302871704 (0.2621410964500336) | > loss_0: 2.125323534011841 (2.3684180918193998) | > loss_gen: 2.886497974395752 (2.5077582540966215) | > loss_kl: 2.0044636726379395 (2.9911495503925143) | > loss_feat: 7.37225341796875 (6.502313068934849) | > loss_mel: 17.73170280456543 (17.578917412530807) | > loss_duration: 2.1815223693847656 (2.347936448596773) | > loss_1: 32.17643737792969 (31.928074609665643)  --> STEP: 22 | > loss_disc: 2.5491597652435303 (2.3766336224295874) | > loss_disc_real_0: 0.1487940102815628 (0.142816989089955) | > loss_disc_real_1: 0.20168131589889526 (0.1963649829002944) | > loss_disc_real_2: 0.24570293724536896 (0.2446853369474411) | > loss_disc_real_3: 0.2563924193382263 (0.2416008318012411) | > loss_disc_real_4: 0.2654583156108856 (0.26165750555016776) | > loss_disc_real_5: 0.2591797411441803 (0.2620064893906766) | > loss_0: 2.5491597652435303 (2.3766336224295874) | > loss_gen: 2.1538374423980713 (2.49167094447396) | > loss_kl: 2.309983253479004 (2.9601874459873545) | > loss_feat: 4.915369987487793 (6.4301792925054375) | > loss_mel: 14.680477142333984 (17.447170127521858) | > loss_duration: 2.1892359256744385 (2.3407227884639394) | > loss_1: 26.248903274536133 (31.669930458068848)  --> STEP: 23 | > loss_disc: 2.401902437210083 (2.3777322665504785) | > loss_disc_real_0: 0.21705704927444458 (0.14604481779362843) | > loss_disc_real_1: 0.24762700498104095 (0.1985937664690225) | > loss_disc_real_2: 0.27392515540122986 (0.24595663340195364) | > loss_disc_real_3: 0.23688024282455444 (0.24139558880225473) | > loss_disc_real_4: 0.2502293884754181 (0.2611606308947439) | > loss_disc_real_5: 0.230922132730484 (0.2606549956228421) | > loss_0: 2.401902437210083 (2.3777322665504785) | > loss_gen: 2.581026077270508 (2.4955559502477227) | > loss_kl: 2.452848196029663 (2.9381292177283247) | > loss_feat: 5.930365085601807 (6.408448240031367) | > loss_mel: 17.41024398803711 (17.445564643196434) | > loss_duration: 2.2865355014801025 (2.338366819464642) | > loss_1: 30.66101837158203 (31.626064715178117)  --> STEP: 24 | > loss_disc: 2.4188590049743652 (2.3794458806514736) | > loss_disc_real_0: 0.1171012818813324 (0.1448388371306161) | > loss_disc_real_1: 0.15650005638599396 (0.19683986188222966) | > loss_disc_real_2: 0.24319618940353394 (0.2458416149020195) | > loss_disc_real_3: 0.3156284987926483 (0.24448862671852112) | > loss_disc_real_4: 0.3476778566837311 (0.2647655153026183) | > loss_disc_real_5: 0.34927764534950256 (0.26434760602811963) | > loss_0: 2.4188590049743652 (2.3794458806514736) | > loss_gen: 2.6887381076812744 (2.503605206807454) | > loss_kl: 2.5566699504852295 (2.9222350815931954) | > loss_feat: 4.946926593780518 (6.347551504770915) | > loss_mel: 17.852893829345703 (17.46253669261932) | > loss_duration: 2.403700351715088 (2.341089049975077) | > loss_1: 30.448928833007812 (31.577017386754353)  --> STEP: 25 | > loss_disc: 2.4493885040283203 (2.382243585586547) | > loss_disc_real_0: 0.1515052765607834 (0.1451054947078228) | > loss_disc_real_1: 0.17175567150115967 (0.19583649426698685) | > loss_disc_real_2: 0.3198924958705902 (0.24880365014076233) | > loss_disc_real_3: 0.2618386447429657 (0.2451826274394989) | > loss_disc_real_4: 0.3015090525150299 (0.2662352567911148) | > loss_disc_real_5: 0.3124408423900604 (0.2662713354825973) | > loss_0: 2.4493885040283203 (2.382243585586547) | > loss_gen: 2.904022693634033 (2.519621906280517) | > loss_kl: 2.7763869762420654 (2.91640115737915) | > loss_feat: 7.937948703765869 (6.411167392730713) | > loss_mel: 15.967472076416016 (17.402734107971188) | > loss_duration: 2.349640369415283 (2.3414311027526855) | > loss_1: 31.935470581054688 (31.591355514526366)  --> STEP: 26 | > loss_disc: 2.2221174240112305 (2.37608488706442) | > loss_disc_real_0: 0.07486698031425476 (0.14240401338499326) | > loss_disc_real_1: 0.10537854582071304 (0.1923573424036686) | > loss_disc_real_2: 0.14933732151985168 (0.24497802211688116) | > loss_disc_real_3: 0.2635951340198517 (0.24589080076951247) | > loss_disc_real_4: 0.28466811776161194 (0.26694421298228777) | > loss_disc_real_5: 0.205499067902565 (0.263933940575673) | > loss_0: 2.2221174240112305 (2.37608488706442) | > loss_gen: 2.200201988220215 (2.50733652481666) | > loss_kl: 2.01263165473938 (2.8816407918930054) | > loss_feat: 10.47163200378418 (6.5673391085404615) | > loss_mel: 17.5028076171875 (17.406583089094894) | > loss_duration: 2.298758029937744 (2.3397898307213416) | > loss_1: 34.48603439331055 (31.702689317556526) --> EVAL PERFORMANCE | > avg_loader_time: 0.002491602530846229 (+0.00010502338409423828) | > avg_loss_disc: 2.37608488706442 (-0.004249141766475173) | > avg_loss_disc_real_0: 0.14240401338499326 (+0.00975467694493437) | > avg_loss_disc_real_1: 0.1923573424036686 (+0.020410984181440772) | > avg_loss_disc_real_2: 0.24497802211688116 (+0.05695053304617223) | > avg_loss_disc_real_3: 0.24589080076951247 (+0.005783727535834671) | > avg_loss_disc_real_4: 0.26694421298228777 (+0.022667571615714283) | > avg_loss_disc_real_5: 0.263933940575673 (+0.009536227354636495) | > avg_loss_0: 2.37608488706442 (-0.004249141766475173) | > avg_loss_gen: 2.50733652481666 (+0.19724393807924745) | > avg_loss_kl: 2.8816407918930054 (-0.009110226080967898) | > avg_loss_feat: 6.5673391085404615 (-0.26398269946758557) | > avg_loss_mel: 17.406583089094894 (-0.088104248046875) | > avg_loss_duration: 2.3397898307213416 (+0.002056534473712901) | > avg_loss_1: 31.702689317556526 (-0.1618969257061309)  > EPOCH: 610/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:05:51)   --> TIME: 2024-06-11 18:06:01 -- STEP: 24/330 -- GLOBAL_STEP: 289325 | > loss_disc: 2.465848922729492 (2.328752855459849) | > loss_disc_real_0: 0.11466602236032486 (0.10517615421364705) | > loss_disc_real_1: 0.2010304033756256 (0.19526030806203684) | > loss_disc_real_2: 0.23077508807182312 (0.21149088131884733) | > loss_disc_real_3: 0.23699995875358582 (0.22561873371402422) | > loss_disc_real_4: 0.265388548374176 (0.23185338452458382) | > loss_disc_real_5: 0.2682938575744629 (0.22192888396481672) | > loss_0: 2.465848922729492 (2.328752855459849) | > grad_norm_0: tensor(9.0739, device='cuda:0') (tensor(6.7651, device='cuda:0')) | > loss_gen: 2.496671438217163 (2.4837483565012604) | > loss_kl: 1.8688726425170898 (1.9030996759732564) | > loss_feat: 7.0925164222717285 (6.93467245499293) | > loss_mel: 17.31049346923828 (17.879339933395386) | > loss_duration: 1.980379343032837 (2.058564245700836) | > loss_1: 30.748933792114258 (31.259424845377605) | > grad_norm_1: tensor(40.9407, device='cuda:0') (tensor(67.9486, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.3639 (0.36207473278045654) | > loader_time: 0.003 (0.0032115777333577475)  --> TIME: 2024-06-11 18:06:10 -- STEP: 49/330 -- GLOBAL_STEP: 289350 | > loss_disc: 2.417564868927002 (2.370435320601171) | > loss_disc_real_0: 0.12048154324293137 (0.10993882192640889) | > loss_disc_real_1: 0.19982880353927612 (0.1989629028403029) | > loss_disc_real_2: 0.19682510197162628 (0.21344879695347377) | > loss_disc_real_3: 0.22881463170051575 (0.22958750292962912) | > loss_disc_real_4: 0.24646960198879242 (0.23197786996559222) | > loss_disc_real_5: 0.23797425627708435 (0.22423172057891377) | > loss_0: 2.417564868927002 (2.370435320601171) | > grad_norm_0: tensor(7.2391, device='cuda:0') (tensor(7.9405, device='cuda:0')) | > loss_gen: 2.439997673034668 (2.4746926074125324) | > loss_kl: 1.8409581184387207 (1.9462301536482207) | > loss_feat: 6.623013973236084 (6.930456677261664) | > loss_mel: 17.910642623901367 (17.869386867601033) | > loss_duration: 1.9349236488342285 (2.0203434788450902) | > loss_1: 30.749536514282227 (31.241110042649872) | > grad_norm_1: tensor(197.8109, device='cuda:0') (tensor(93.7873, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.3587 (0.36558734154214667) | > loader_time: 0.0033 (0.003402802408957968)  --> TIME: 2024-06-11 18:06:19 -- STEP: 74/330 -- GLOBAL_STEP: 289375 | > loss_disc: 2.3298447132110596 (2.372589124215616) | > loss_disc_real_0: 0.06797616183757782 (0.11092418714149578) | > loss_disc_real_1: 0.21006670594215393 (0.19773855583893288) | > loss_disc_real_2: 0.1592266857624054 (0.21315711474901922) | > loss_disc_real_3: 0.22513549029827118 (0.2304653450846672) | > loss_disc_real_4: 0.2731444537639618 (0.2348612307293995) | > loss_disc_real_5: 0.2446380853652954 (0.2255403602848182) | > loss_0: 2.3298447132110596 (2.372589124215616) | > grad_norm_0: tensor(18.1778, device='cuda:0') (tensor(8.9272, device='cuda:0')) | > loss_gen: 2.487595796585083 (2.474200709446055) | > loss_kl: 2.0121235847473145 (1.953199649179304) | > loss_feat: 7.405805587768555 (6.976254295658421) | > loss_mel: 17.526174545288086 (17.810182958035846) | > loss_duration: 1.9338505268096924 (2.0051317521043726) | > loss_1: 31.365550994873047 (31.218969525517643) | > grad_norm_1: tensor(198.4365, device='cuda:0') (tensor(104.5981, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.3635 (0.3676790224539267) | > loader_time: 0.0037 (0.0035318168433936866)  --> TIME: 2024-06-11 18:06:29 -- STEP: 99/330 -- GLOBAL_STEP: 289400 | > loss_disc: 2.342559814453125 (2.365014350775517) | > loss_disc_real_0: 0.15069431066513062 (0.11176196719058837) | > loss_disc_real_1: 0.20301370322704315 (0.19896828902490218) | > loss_disc_real_2: 0.25813695788383484 (0.21333844869425803) | > loss_disc_real_3: 0.2295394241809845 (0.22866318442604758) | > loss_disc_real_4: 0.22882980108261108 (0.23248567861137967) | > loss_disc_real_5: 0.20547465980052948 (0.2237915759435808) | > loss_0: 2.342559814453125 (2.365014350775517) | > grad_norm_0: tensor(6.6071, device='cuda:0') (tensor(9.0371, device='cuda:0')) | > loss_gen: 2.596423625946045 (2.4809535513020493) | > loss_kl: 1.873260259628296 (1.9491218509096089) | > loss_feat: 7.073751449584961 (6.970855544311831) | > loss_mel: 18.306262969970703 (17.71564853552615) | > loss_duration: 2.0212979316711426 (2.005624720544525) | > loss_1: 31.870996475219727 (31.122204270025698) | > grad_norm_1: tensor(82.8164, device='cuda:0') (tensor(105.1969, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.3811 (0.3706368412634339) | > loader_time: 0.0036 (0.0036523053140351267)  --> TIME: 2024-06-11 18:06:39 -- STEP: 124/330 -- GLOBAL_STEP: 289425 | > loss_disc: 2.2986130714416504 (2.3690107234062685) | > loss_disc_real_0: 0.15620601177215576 (0.11261570129183031) | > loss_disc_real_1: 0.22031837701797485 (0.19869448148435168) | > loss_disc_real_2: 0.18974065780639648 (0.21329929655598057) | > loss_disc_real_3: 0.23579615354537964 (0.22942257876838407) | > loss_disc_real_4: 0.2062140554189682 (0.23169732670630178) | > loss_disc_real_5: 0.21601593494415283 (0.22364171990944492) | > loss_0: 2.2986130714416504 (2.3690107234062685) | > grad_norm_0: tensor(10.2579, device='cuda:0') (tensor(9.5287, device='cuda:0')) | > loss_gen: 2.4971699714660645 (2.4688442560934223) | > loss_kl: 1.98051118850708 (1.9542379369658809) | > loss_feat: 7.0428290367126465 (6.936389273212802) | > loss_mel: 17.84589958190918 (17.69004961752121) | > loss_duration: 2.031731128692627 (2.009254334434385) | > loss_1: 31.39813995361328 (31.058775424957275) | > grad_norm_1: tensor(168.2487, device='cuda:0') (tensor(117.6485, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.3576 (0.37145286798477173) | > loader_time: 0.0037 (0.003702700138092041)  --> TIME: 2024-06-11 18:06:48 -- STEP: 149/330 -- GLOBAL_STEP: 289450 | > loss_disc: 2.281367778778076 (2.3663630981573327) | > loss_disc_real_0: 0.11618058383464813 (0.11367624028017057) | > loss_disc_real_1: 0.1659519523382187 (0.19839181766013975) | > loss_disc_real_2: 0.21510666608810425 (0.2130156646438893) | > loss_disc_real_3: 0.23696108162403107 (0.22970306583298933) | > loss_disc_real_4: 0.20866307616233826 (0.23141428288197358) | > loss_disc_real_5: 0.213768869638443 (0.22258405037374304) | > loss_0: 2.281367778778076 (2.3663630981573327) | > grad_norm_0: tensor(29.5482, device='cuda:0') (tensor(11.7160, device='cuda:0')) | > loss_gen: 2.681422472000122 (2.474758746639992) | > loss_kl: 1.920157790184021 (1.9638524863543927) | > loss_feat: 6.8523430824279785 (6.960350779078951) | > loss_mel: 18.154449462890625 (17.658082603608186) | > loss_duration: 2.0334644317626953 (2.0127482678266166) | > loss_1: 31.64183807373047 (31.06979294591302) | > grad_norm_1: tensor(333.7574, device='cuda:0') (tensor(146.0530, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.377 (0.37286807226654667) | > loader_time: 0.0053 (0.0037845301148075384)  --> TIME: 2024-06-11 18:06:58 -- STEP: 174/330 -- GLOBAL_STEP: 289475 | > loss_disc: 2.2069895267486572 (2.3609152977493983) | > loss_disc_real_0: 0.1171034723520279 (0.11406247942954645) | > loss_disc_real_1: 0.20280562341213226 (0.19786009903269255) | > loss_disc_real_2: 0.18007126450538635 (0.21298400972081327) | > loss_disc_real_3: 0.2213159054517746 (0.22958195697644662) | > loss_disc_real_4: 0.1917712390422821 (0.2304768251447842) | > loss_disc_real_5: 0.21249139308929443 (0.22200430826894169) | > loss_0: 2.2069895267486572 (2.3609152977493983) | > grad_norm_0: tensor(16.3103, device='cuda:0') (tensor(14.4197, device='cuda:0')) | > loss_gen: 2.8521995544433594 (2.486145185328076) | > loss_kl: 2.076934814453125 (1.9670518040657043) | > loss_feat: 7.732849597930908 (7.008560698607872) | > loss_mel: 18.037792205810547 (17.65194333832838) | > loss_duration: 2.1022000312805176 (2.0171629498744825) | > loss_1: 32.80197525024414 (31.130864033753845) | > grad_norm_1: tensor(422.4417, device='cuda:0') (tensor(173.1317, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.4156 (0.3745336888850421) | > loader_time: 0.005 (0.003883408403944695)  --> TIME: 2024-06-11 18:07:09 -- STEP: 199/330 -- GLOBAL_STEP: 289500 | > loss_disc: 2.334351062774658 (2.3604611703498866) | > loss_disc_real_0: 0.10158710181713104 (0.11550399477607641) | > loss_disc_real_1: 0.2124701589345932 (0.1980890936438163) | > loss_disc_real_2: 0.23603230714797974 (0.21309931890748854) | > loss_disc_real_3: 0.21267645061016083 (0.22892468074458328) | > loss_disc_real_4: 0.21791884303092957 (0.229840861268379) | > loss_disc_real_5: 0.1919945329427719 (0.22146261951432156) | > loss_0: 2.334351062774658 (2.3604611703498866) | > grad_norm_0: tensor(8.4444, device='cuda:0') (tensor(18.4873, device='cuda:0')) | > loss_gen: 2.6594948768615723 (2.49746782815636) | > loss_kl: 2.0820906162261963 (1.9758351400269936) | > loss_feat: 6.606551647186279 (7.036127313297597) | > loss_mel: 17.46753692626953 (17.615742122707633) | > loss_duration: 2.135423183441162 (2.02507718783527) | > loss_1: 30.95109748840332 (31.15024965372517) | > grad_norm_1: tensor(348.1278, device='cuda:0') (tensor(206.9469, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.3918 (0.3780713572574022) | > loader_time: 0.0049 (0.003993152973040864) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_289500.pth  --> TIME: 2024-06-11 18:07:23 -- STEP: 224/330 -- GLOBAL_STEP: 289525 | > loss_disc: 2.2813327312469482 (2.3583823761769684) | > loss_disc_real_0: 0.08310545980930328 (0.11655541078653187) | > loss_disc_real_1: 0.18963994085788727 (0.19820488620150306) | > loss_disc_real_2: 0.16454225778579712 (0.21257189328649215) | > loss_disc_real_3: 0.2385667860507965 (0.2291901901896511) | > loss_disc_real_4: 0.2028152048587799 (0.23003778733046992) | > loss_disc_real_5: 0.22807087004184723 (0.22118198572258865) | > loss_0: 2.2813327312469482 (2.3583823761769684) | > grad_norm_0: tensor(45.7145, device='cuda:0') (tensor(21.6020, device='cuda:0')) | > loss_gen: 2.5754129886627197 (2.508480878812925) | > loss_kl: 1.9604076147079468 (1.9817733764648438) | > loss_feat: 8.047771453857422 (7.0550068744591306) | > loss_mel: 17.617238998413086 (17.564273076398013) | > loss_duration: 2.130878448486328 (2.0323861619191494) | > loss_1: 32.33171081542969 (31.14192043031965) | > grad_norm_1: tensor(620.5767, device='cuda:0') (tensor(232.5223, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.41 (0.3819867393800191) | > loader_time: 0.005 (0.004132960523877826)  --> TIME: 2024-06-11 18:07:33 -- STEP: 249/330 -- GLOBAL_STEP: 289550 | > loss_disc: 2.2798967361450195 (2.360605468711698) | > loss_disc_real_0: 0.09121164679527283 (0.11775480026760733) | > loss_disc_real_1: 0.19523872435092926 (0.19842489395874094) | > loss_disc_real_2: 0.16816261410713196 (0.21267828231595126) | > loss_disc_real_3: 0.21239979565143585 (0.22931717443897062) | > loss_disc_real_4: 0.22187599539756775 (0.22960177069926357) | > loss_disc_real_5: 0.21083270013332367 (0.2214109018504859) | > loss_0: 2.2798967361450195 (2.360605468711698) | > grad_norm_0: tensor(26.9954, device='cuda:0') (tensor(22.8250, device='cuda:0')) | > loss_gen: 2.371011257171631 (2.5008973768915985) | > loss_kl: 2.1327383518218994 (1.986422520564742) | > loss_feat: 6.878131866455078 (7.028663422687944) | > loss_mel: 16.903553009033203 (17.517206490757932) | > loss_duration: 2.1011738777160645 (2.040367301209383) | > loss_1: 30.386608123779297 (31.073557183445697) | > grad_norm_1: tensor(297.3442, device='cuda:0') (tensor(242.2508, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.4269 (0.3859830352675963) | > loader_time: 0.0051 (0.00428339659449566)  --> TIME: 2024-06-11 18:07:45 -- STEP: 274/330 -- GLOBAL_STEP: 289575 | > loss_disc: 2.3526530265808105 (2.3619590057943842) | > loss_disc_real_0: 0.1505381464958191 (0.11866438866042307) | > loss_disc_real_1: 0.20075228810310364 (0.19835564464221908) | > loss_disc_real_2: 0.1731412261724472 (0.21247660325173912) | > loss_disc_real_3: 0.21463227272033691 (0.22900553798153453) | > loss_disc_real_4: 0.22982795536518097 (0.22991478894531292) | > loss_disc_real_5: 0.2260371595621109 (0.2216664146985451) | > loss_0: 2.3526530265808105 (2.3619590057943842) | > grad_norm_0: tensor(11.7585, device='cuda:0') (tensor(22.6182, device='cuda:0')) | > loss_gen: 2.4243719577789307 (2.4945443303045556) | > loss_kl: 2.0816547870635986 (1.9886326907324965) | > loss_feat: 6.481755256652832 (7.017590656767796) | > loss_mel: 16.14900779724121 (17.458211536825118) | > loss_duration: 2.138838291168213 (2.0485700390634727) | > loss_1: 29.27562713623047 (31.00754931373318) | > grad_norm_1: tensor(91.1098, device='cuda:0') (tensor(241.8063, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.4494 (0.3907960435769854) | > loader_time: 0.0059 (0.004434189657225227)  --> TIME: 2024-06-11 18:07:56 -- STEP: 299/330 -- GLOBAL_STEP: 289600 | > loss_disc: 2.465897798538208 (2.365329066247843) | > loss_disc_real_0: 0.12417121976613998 (0.1198273011199806) | > loss_disc_real_1: 0.20747223496437073 (0.19846633647297543) | > loss_disc_real_2: 0.21755146980285645 (0.21268937938588123) | > loss_disc_real_3: 0.22334814071655273 (0.22916674728576952) | > loss_disc_real_4: 0.24950961768627167 (0.23015181600648824) | > loss_disc_real_5: 0.26415807008743286 (0.22204800827248042) | > loss_0: 2.465897798538208 (2.365329066247843) | > grad_norm_0: tensor(8.6665, device='cuda:0') (tensor(21.7314, device='cuda:0')) | > loss_gen: 2.2979767322540283 (2.487305406742669) | > loss_kl: 2.0464489459991455 (1.9914087037178985) | > loss_feat: 6.379136562347412 (7.010795818124726) | > loss_mel: 16.458599090576172 (17.41031280249655) | > loss_duration: 2.2122201919555664 (2.0589691918829174) | > loss_1: 29.39438247680664 (30.9587919751936) | > grad_norm_1: tensor(87.9848, device='cuda:0') (tensor(232.9101, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.464 (0.3964184407007735) | > loader_time: 0.0072 (0.0046039728017953745)  --> TIME: 2024-06-11 18:08:10 -- STEP: 324/330 -- GLOBAL_STEP: 289625 | > loss_disc: 2.592665910720825 (2.3693835963437566) | > loss_disc_real_0: 0.19994217157363892 (0.12158345216080363) | > loss_disc_real_1: 0.24751611053943634 (0.19896729159410353) | > loss_disc_real_2: 0.2451511025428772 (0.21266711604448016) | > loss_disc_real_3: 0.23259684443473816 (0.22894937894594522) | > loss_disc_real_4: 0.29163098335266113 (0.23020808854036862) | > loss_disc_real_5: 0.25006115436553955 (0.22203080093971006) | > loss_0: 2.592665910720825 (2.3693835963437566) | > grad_norm_0: tensor(13.8758, device='cuda:0') (tensor(21.3932, device='cuda:0')) | > loss_gen: 2.606095552444458 (2.482148665704844) | > loss_kl: 2.191352367401123 (1.9974129453853324) | > loss_feat: 9.502264976501465 (7.05859852573018) | > loss_mel: 17.90689468383789 (17.380921143072616) | > loss_duration: 2.276872158050537 (2.07333112462067) | > loss_1: 34.48347854614258 (30.992412472948615) | > grad_norm_1: tensor(147.9314, device='cuda:0') (tensor(227.8281, device='cuda:0')) | > current_lr_0: 0.00018531602307128304 | > current_lr_1: 0.00018531602307128304 | > step_time: 0.5799 (0.40709985774240365) | > loader_time: 0.0092 (0.004847025429760971)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3380019664764404 (2.3380019664764404) | > loss_disc_real_0: 0.11641641706228256 (0.11641641706228256) | > loss_disc_real_1: 0.2249288409948349 (0.2249288409948349) | > loss_disc_real_2: 0.21835274994373322 (0.21835274994373322) | > loss_disc_real_3: 0.22624363005161285 (0.22624363005161285) | > loss_disc_real_4: 0.2443132996559143 (0.2443132996559143) | > loss_disc_real_5: 0.23610647022724152 (0.23610647022724152) | > loss_0: 2.3380019664764404 (2.3380019664764404) | > loss_gen: 2.4017791748046875 (2.4017791748046875) | > loss_kl: 2.271662473678589 (2.271662473678589) | > loss_feat: 5.893725872039795 (5.893725872039795) | > loss_mel: 17.506759643554688 (17.506759643554688) | > loss_duration: 3.0269885063171387 (3.0269885063171387) | > loss_1: 31.100915908813477 (31.100915908813477)  --> STEP: 1 | > loss_disc: 2.541201591491699 (2.541201591491699) | > loss_disc_real_0: 0.1965859979391098 (0.1965859979391098) | > loss_disc_real_1: 0.29243630170822144 (0.29243630170822144) | > loss_disc_real_2: 0.24664434790611267 (0.24664434790611267) | > loss_disc_real_3: 0.2701511085033417 (0.2701511085033417) | > loss_disc_real_4: 0.2704167366027832 (0.2704167366027832) | > loss_disc_real_5: 0.19343802332878113 (0.19343802332878113) | > loss_0: 2.541201591491699 (2.541201591491699) | > loss_gen: 2.4824986457824707 (2.4824986457824707) | > loss_kl: 2.273232936859131 (2.273232936859131) | > loss_feat: 4.8132805824279785 (4.8132805824279785) | > loss_mel: 17.618988037109375 (17.618988037109375) | > loss_duration: 2.3894429206848145 (2.3894429206848145) | > loss_1: 29.577442169189453 (29.577442169189453)  --> STEP: 2 | > loss_disc: 2.4933958053588867 (2.517298698425293) | > loss_disc_real_0: 0.08567970991134644 (0.14113285392522812) | > loss_disc_real_1: 0.260249525308609 (0.2763429135084152) | > loss_disc_real_2: 0.20887261629104614 (0.2277584820985794) | > loss_disc_real_3: 0.2947946786880493 (0.2824728935956955) | > loss_disc_real_4: 0.32526734471321106 (0.29784204065799713) | > loss_disc_real_5: 0.2635476589202881 (0.2284928411245346) | > loss_0: 2.4933958053588867 (2.517298698425293) | > loss_gen: 2.4033775329589844 (2.4429380893707275) | > loss_kl: 3.3152499198913574 (2.794241428375244) | > loss_feat: 5.352537155151367 (5.082908868789673) | > loss_mel: 18.123313903808594 (17.871150970458984) | > loss_duration: 2.492520332336426 (2.44098162651062) | > loss_1: 31.687000274658203 (30.632221221923828)  --> STEP: 3 | > loss_disc: 2.308692216873169 (2.447763204574585) | > loss_disc_real_0: 0.05979061499238014 (0.11401877428094546) | > loss_disc_real_1: 0.26508235931396484 (0.27258939544359845) | > loss_disc_real_2: 0.12218363583087921 (0.19256686667601267) | > loss_disc_real_3: 0.25295135378837585 (0.27263238032658893) | > loss_disc_real_4: 0.25953882932662964 (0.2850743035475413) | > loss_disc_real_5: 0.28886622190475464 (0.24861730138460794) | > loss_0: 2.308692216873169 (2.447763204574585) | > loss_gen: 2.4230432510375977 (2.4363064765930176) | > loss_kl: 3.0509772300720215 (2.8798200289408364) | > loss_feat: 5.931550979614258 (5.365789572397868) | > loss_mel: 16.321380615234375 (17.35456085205078) | > loss_duration: 2.3095717430114746 (2.397178332010905) | > loss_1: 30.036523818969727 (30.43365542093913)  --> STEP: 4 | > loss_disc: 2.3004310131073 (2.4109301567077637) | > loss_disc_real_0: 0.09425225853919983 (0.10907714534550905) | > loss_disc_real_1: 0.26762816309928894 (0.27134908735752106) | > loss_disc_real_2: 0.22393983602523804 (0.20041010901331902) | > loss_disc_real_3: 0.2648659348487854 (0.27069076895713806) | > loss_disc_real_4: 0.20756085216999054 (0.2656959407031536) | > loss_disc_real_5: 0.2128891944885254 (0.2396852746605873) | > loss_0: 2.3004310131073 (2.4109301567077637) | > loss_gen: 2.5712356567382812 (2.4700387716293335) | > loss_kl: 3.304136037826538 (2.985899031162262) | > loss_feat: 6.713263511657715 (5.70265805721283) | > loss_mel: 17.66674041748047 (17.432605743408203) | > loss_duration: 2.324399948120117 (2.378983736038208) | > loss_1: 32.57977294921875 (30.970184803009033)  --> STEP: 5 | > loss_disc: 2.4206247329711914 (2.4128690719604493) | > loss_disc_real_0: 0.06192200630903244 (0.09964611753821373) | > loss_disc_real_1: 0.2684222161769867 (0.2707637131214142) | > loss_disc_real_2: 0.24345193803310394 (0.209018474817276) | > loss_disc_real_3: 0.2856714129447937 (0.2736868977546692) | > loss_disc_real_4: 0.25763991475105286 (0.2640847355127335) | > loss_disc_real_5: 0.21799269318580627 (0.2353467583656311) | > loss_0: 2.4206247329711914 (2.4128690719604493) | > loss_gen: 2.3918099403381348 (2.454393005371094) | > loss_kl: 2.459285259246826 (2.8805762767791747) | > loss_feat: 6.126220703125 (5.787370586395264) | > loss_mel: 19.188495635986328 (17.78378372192383) | > loss_duration: 2.36808443069458 (2.3768038749694824) | > loss_1: 32.533897399902344 (31.282927322387696)  --> STEP: 6 | > loss_disc: 2.4876344203948975 (2.4253299633661904) | > loss_disc_real_0: 0.11077044159173965 (0.10150017154713471) | > loss_disc_real_1: 0.27290791273117065 (0.2711210797230403) | > loss_disc_real_2: 0.24431811273097992 (0.2149017478028933) | > loss_disc_real_3: 0.28824639320373535 (0.27611348032951355) | > loss_disc_real_4: 0.2696630358695984 (0.2650144522388776) | > loss_disc_real_5: 0.27203959226608276 (0.24146223068237305) | > loss_0: 2.4876344203948975 (2.4253299633661904) | > loss_gen: 2.568037748336792 (2.473333795865377) | > loss_kl: 2.9260311126708984 (2.888152082761129) | > loss_feat: 4.655174732208252 (5.598671277364095) | > loss_mel: 17.83342742919922 (17.792057673136394) | > loss_duration: 2.1866142749786377 (2.345105608304342) | > loss_1: 30.16928482055664 (31.097320238749187)  --> STEP: 7 | > loss_disc: 2.561687469482422 (2.444809607097081) | > loss_disc_real_0: 0.15578877925872803 (0.10925568693450519) | > loss_disc_real_1: 0.24599044024944305 (0.2675309883696692) | > loss_disc_real_2: 0.2551277279853821 (0.2206483164003917) | > loss_disc_real_3: 0.3811107873916626 (0.29111309562410626) | > loss_disc_real_4: 0.3694356679916382 (0.27993176877498627) | > loss_disc_real_5: 0.3076310455799103 (0.25091491852487835) | > loss_0: 2.561687469482422 (2.444809607097081) | > loss_gen: 3.0758566856384277 (2.559408494404384) | > loss_kl: 4.2425408363342285 (3.0816361904144287) | > loss_feat: 6.464267730712891 (5.72232791355678) | > loss_mel: 17.078420639038086 (17.690109525408065) | > loss_duration: 2.5006279945373535 (2.367323092051915) | > loss_1: 33.36171340942383 (31.420804977416992)  --> STEP: 8 | > loss_disc: 2.474575996398926 (2.4485304057598114) | > loss_disc_real_0: 0.14192494750022888 (0.11333934450522065) | > loss_disc_real_1: 0.17393995821475983 (0.25583210960030556) | > loss_disc_real_2: 0.17498375475406647 (0.21494024619460106) | > loss_disc_real_3: 0.24598711729049683 (0.2854723483324051) | > loss_disc_real_4: 0.31004175543785095 (0.28369551710784435) | > loss_disc_real_5: 0.26158320903778076 (0.25224845483899117) | > loss_0: 2.474575996398926 (2.4485304057598114) | > loss_gen: 2.4181265830993652 (2.5417482554912567) | > loss_kl: 3.293353319168091 (3.1081008315086365) | > loss_feat: 9.373353004455566 (6.178706049919128) | > loss_mel: 19.037288665771484 (17.85850691795349) | > loss_duration: 2.311206340789795 (2.36030849814415) | > loss_1: 36.433326721191406 (32.047370195388794)  --> STEP: 9 | > loss_disc: 2.3902204036712646 (2.4420515166388617) | > loss_disc_real_0: 0.19983763992786407 (0.12295026621884769) | > loss_disc_real_1: 0.25497347116470337 (0.25573670532968307) | > loss_disc_real_2: 0.31067416071891785 (0.22557734780841404) | > loss_disc_real_3: 0.2920243442058563 (0.2862003478738997) | > loss_disc_real_4: 0.21288453042507172 (0.2758276296986474) | > loss_disc_real_5: 0.19231092929840088 (0.24558872977892557) | > loss_0: 2.3902204036712646 (2.4420515166388617) | > loss_gen: 2.913553476333618 (2.5830599466959634) | > loss_kl: 2.581596851348877 (3.0496003892686634) | > loss_feat: 8.500741004943848 (6.436709933810764) | > loss_mel: 17.677196502685547 (17.838361316257053) | > loss_duration: 2.1495718955993652 (2.336893320083618) | > loss_1: 33.82265853881836 (32.24462445576986)  --> STEP: 10 | > loss_disc: 2.251132011413574 (2.422959566116333) | > loss_disc_real_0: 0.11709772050380707 (0.12236501164734363) | > loss_disc_real_1: 0.3183056116104126 (0.26199359595775606) | > loss_disc_real_2: 0.23353251814842224 (0.22637286484241487) | > loss_disc_real_3: 0.22013577818870544 (0.2795938909053802) | > loss_disc_real_4: 0.18480893969535828 (0.2667257606983185) | > loss_disc_real_5: 0.17695558071136475 (0.2387254148721695) | > loss_0: 2.251132011413574 (2.422959566116333) | > loss_gen: 2.6576385498046875 (2.5905178070068358) | > loss_kl: 2.6175713539123535 (3.0063974857330322) | > loss_feat: 7.4899983406066895 (6.542038774490356) | > loss_mel: 18.262290954589844 (17.880754280090333) | > loss_duration: 2.3842663764953613 (2.3416306257247923) | > loss_1: 33.411766052246094 (32.36133861541748)  --> STEP: 11 | > loss_disc: 2.414078712463379 (2.422152215784246) | > loss_disc_real_0: 0.16069993376731873 (0.12585000456734138) | > loss_disc_real_1: 0.22763408720493317 (0.258870004252954) | > loss_disc_real_2: 0.23359450697898865 (0.22702937776392157) | > loss_disc_real_3: 0.32495540380477905 (0.2837176648053256) | > loss_disc_real_4: 0.2852974832057953 (0.2684140991080891) | > loss_disc_real_5: 0.2717304229736328 (0.2417258701541207) | > loss_0: 2.414078712463379 (2.422152215784246) | > loss_gen: 2.5172388553619385 (2.583856084130027) | > loss_kl: 3.032806873321533 (3.0087983391501685) | > loss_feat: 5.877586364746094 (6.48163400996815) | > loss_mel: 17.51728057861328 (17.84771121631969) | > loss_duration: 2.471017360687256 (2.3533930561759253) | > loss_1: 31.415929794311523 (32.275392358953304)  --> STEP: 12 | > loss_disc: 2.4707412719726562 (2.4262013037999473) | > loss_disc_real_0: 0.11640556156635284 (0.12506296765059235) | > loss_disc_real_1: 0.2586389482021332 (0.25885074958205223) | > loss_disc_real_2: 0.29536107182502747 (0.23272368560234705) | > loss_disc_real_3: 0.25674861669540405 (0.28147024412949884) | > loss_disc_real_4: 0.24109967052936554 (0.2661378967265288) | > loss_disc_real_5: 0.24826215207576752 (0.24227056031425795) | > loss_0: 2.4707412719726562 (2.4262013037999473) | > loss_gen: 2.4008870124816895 (2.5686086614926653) | > loss_kl: 2.6563351154327393 (2.979426403840383) | > loss_feat: 5.678884029388428 (6.414738178253174) | > loss_mel: 16.88216781616211 (17.76724926630656) | > loss_duration: 2.260660171508789 (2.3456653157869973) | > loss_1: 29.878934860229492 (32.07568756739298)  --> STEP: 13 | > loss_disc: 2.2446095943450928 (2.4122327107649584) | > loss_disc_real_0: 0.06398393958806992 (0.12036458087655218) | > loss_disc_real_1: 0.19118846952915192 (0.2536459588087522) | > loss_disc_real_2: 0.2438492774963379 (0.2335795003634233) | > loss_disc_real_3: 0.30497652292251587 (0.28327841942126936) | > loss_disc_real_4: 0.19149956107139587 (0.26039648629151857) | > loss_disc_real_5: 0.19714795053005219 (0.2387995903308575) | > loss_0: 2.2446095943450928 (2.4122327107649584) | > loss_gen: 2.49674391746521 (2.5630806042597842) | > loss_kl: 3.117757797241211 (2.9900672802558312) | > loss_feat: 7.100726127624512 (6.467506482050969) | > loss_mel: 15.613870620727539 (17.601604755108173) | > loss_duration: 2.291274070739746 (2.3414813738602858) | > loss_1: 30.620372772216797 (31.963740275456356)  --> STEP: 14 | > loss_disc: 2.398115634918213 (2.4112243482044766) | > loss_disc_real_0: 0.10597792267799377 (0.119336962433798) | > loss_disc_real_1: 0.19628110527992249 (0.24954846927097862) | > loss_disc_real_2: 0.1471516191959381 (0.22740608028003148) | > loss_disc_real_3: 0.2630190849304199 (0.2818313241004944) | > loss_disc_real_4: 0.25855234265327454 (0.2602647617459297) | > loss_disc_real_5: 0.15846410393714905 (0.23306134130273545) | > loss_0: 2.398115634918213 (2.4112243482044766) | > loss_gen: 2.156616449356079 (2.534047450338091) | > loss_kl: 4.00607442855835 (3.062639219420297) | > loss_feat: 5.263036727905273 (6.3814729281834195) | > loss_mel: 17.667037963867188 (17.606278555733816) | > loss_duration: 2.438204288482666 (2.34839015347617) | > loss_1: 31.530969619750977 (31.932828085763113)  --> STEP: 15 | > loss_disc: 2.7891793251037598 (2.436421346664429) | > loss_disc_real_0: 0.19038313627243042 (0.12407337402304017) | > loss_disc_real_1: 0.4139253795146942 (0.260506929953893) | > loss_disc_real_2: 0.2883436679840088 (0.2314685861269633) | > loss_disc_real_3: 0.3203127682209015 (0.2843967537085215) | > loss_disc_real_4: 0.26531970500946045 (0.26060175796349844) | > loss_disc_real_5: 0.32667359709739685 (0.2393021583557129) | > loss_0: 2.7891793251037598 (2.436421346664429) | > loss_gen: 2.636824369430542 (2.5408992449442547) | > loss_kl: 3.468723773956299 (3.0897115230560304) | > loss_feat: 8.566460609436035 (6.52713877360026) | > loss_mel: 17.999235153198242 (17.632475662231446) | > loss_duration: 2.382103443145752 (2.350637706120809) | > loss_1: 35.053348541259766 (32.140862782796226)  --> STEP: 16 | > loss_disc: 2.5220232009887695 (2.4417714625597) | > loss_disc_real_0: 0.1788819134235382 (0.1274989077355713) | > loss_disc_real_1: 0.3058594763278961 (0.2633414641022682) | > loss_disc_real_2: 0.1934114396572113 (0.2290900144726038) | > loss_disc_real_3: 0.3039257228374481 (0.28561731427907944) | > loss_disc_real_4: 0.2550205886363983 (0.2602529348805547) | > loss_disc_real_5: 0.26818856596946716 (0.24110755883157253) | > loss_0: 2.5220232009887695 (2.4417714625597) | > loss_gen: 2.499572992324829 (2.5383163541555405) | > loss_kl: 2.8050525188446045 (3.071920335292816) | > loss_feat: 5.266619682312012 (6.448356330394745) | > loss_mel: 16.42272186279297 (17.55686604976654) | > loss_duration: 2.399317741394043 (2.353680208325386) | > loss_1: 29.39328384399414 (31.969139099121097)  --> STEP: 17 | > loss_disc: 2.543137311935425 (2.4477341595818016) | > loss_disc_real_0: 0.21738708019256592 (0.1327864472918651) | > loss_disc_real_1: 0.3100549280643463 (0.2660893149235669) | > loss_disc_real_2: 0.24962365627288818 (0.23029787575497346) | > loss_disc_real_3: 0.2756069600582123 (0.28502846991314607) | > loss_disc_real_4: 0.3130662143230438 (0.2633595983771717) | > loss_disc_real_5: 0.23543068766593933 (0.2407736252335941) | > loss_0: 2.543137311935425 (2.4477341595818016) | > loss_gen: 2.660346031188965 (2.5454945704516243) | > loss_kl: 2.674980640411377 (3.0485709414762607) | > loss_feat: 6.56339693069458 (6.455123424530029) | > loss_mel: 18.077014923095703 (17.587463042315314) | > loss_duration: 2.5121684074401855 (2.363003043567433) | > loss_1: 32.48790740966797 (31.99965488209444)  --> STEP: 18 | > loss_disc: 2.4635331630706787 (2.4486118819978504) | > loss_disc_real_0: 0.12280607223510742 (0.1322319820109341) | > loss_disc_real_1: 0.30691948533058167 (0.26835765772395664) | > loss_disc_real_2: 0.24607184529304504 (0.23117420739597744) | > loss_disc_real_3: 0.27371737360954285 (0.284400075674057) | > loss_disc_real_4: 0.19311682879924774 (0.25945722228950924) | > loss_disc_real_5: 0.21232450008392334 (0.23919311828083462) | > loss_0: 2.4635331630706787 (2.4486118819978504) | > loss_gen: 2.5635387897491455 (2.546497027079264) | > loss_kl: 2.474644184112549 (3.016686121622721) | > loss_feat: 8.605256080627441 (6.574575238757664) | > loss_mel: 17.50921630859375 (17.583116001553005) | > loss_duration: 2.207289695739746 (2.3543523020214505) | > loss_1: 33.359947204589844 (32.07522667778863)  --> STEP: 19 | > loss_disc: 2.5409398078918457 (2.453471246518587) | > loss_disc_real_0: 0.11104580014944077 (0.13111691980769763) | > loss_disc_real_1: 0.2603515684604645 (0.2679362846048255) | > loss_disc_real_2: 0.213560089468956 (0.23024714855771317) | > loss_disc_real_3: 0.31429630517959595 (0.2859735614375064) | > loss_disc_real_4: 0.2870290279388428 (0.2609083699552636) | > loss_disc_real_5: 0.29528510570526123 (0.24214532814527812) | > loss_0: 2.5409398078918457 (2.453471246518587) | > loss_gen: 2.344972610473633 (2.535890478836863) | > loss_kl: 2.009735584259033 (2.9636887249193693) | > loss_feat: 5.758745193481445 (6.531636815322073) | > loss_mel: 18.15221405029297 (17.613068530434056) | > loss_duration: 2.332927703857422 (2.3532246915917647) | > loss_1: 30.598594665527344 (31.99750920345909)  --> STEP: 20 | > loss_disc: 2.6116557121276855 (2.4613804697990416) | > loss_disc_real_0: 0.20985905826091766 (0.13505402673035863) | > loss_disc_real_1: 0.22695225477218628 (0.26588708311319353) | > loss_disc_real_2: 0.20559875667095184 (0.2290147289633751) | > loss_disc_real_3: 0.28140997886657715 (0.28574538230895996) | > loss_disc_real_4: 0.2571955919265747 (0.2607227310538292) | > loss_disc_real_5: 0.21058394014835358 (0.2405672587454319) | > loss_0: 2.6116557121276855 (2.4613804697990416) | > loss_gen: 2.0555953979492188 (2.5118757247924806) | > loss_kl: 2.4739842414855957 (2.9392035007476807) | > loss_feat: 3.548048734664917 (6.382457411289215) | > loss_mel: 12.178048133850098 (17.34131751060486) | > loss_duration: 2.3310859203338623 (2.3521177530288697) | > loss_1: 22.586761474609375 (31.5269718170166)  --> STEP: 21 | > loss_disc: 2.2664296627044678 (2.4520970980326333) | > loss_disc_real_0: 0.05500859022140503 (0.1312423392775513) | > loss_disc_real_1: 0.18588966131210327 (0.26207768207504634) | > loss_disc_real_2: 0.24667617678642273 (0.22985575028828212) | > loss_disc_real_3: 0.2765110433101654 (0.28530565188044593) | > loss_disc_real_4: 0.2682013213634491 (0.2610788544019063) | > loss_disc_real_5: 0.23097173869609833 (0.24011032921927317) | > loss_0: 2.2664296627044678 (2.4520970980326333) | > loss_gen: 2.416343927383423 (2.507326591582525) | > loss_kl: 3.0168890953063965 (2.9429028147742864) | > loss_feat: 4.839012622833252 (6.308960040410359) | > loss_mel: 15.088380813598633 (17.23403481074742) | > loss_duration: 2.117704391479492 (2.340955212002709) | > loss_1: 27.478330612182617 (31.334179378691175)  --> STEP: 22 | > loss_disc: 2.372800827026367 (2.448492722077803) | > loss_disc_real_0: 0.11448511481285095 (0.13048064725642858) | > loss_disc_real_1: 0.24620646238327026 (0.26135626299814746) | > loss_disc_real_2: 0.15406642854213715 (0.2264107811180028) | > loss_disc_real_3: 0.2492230087518692 (0.2836655317382379) | > loss_disc_real_4: 0.288626104593277 (0.26233100213787774) | > loss_disc_real_5: 0.30356448888778687 (0.2429946092042056) | > loss_0: 2.372800827026367 (2.448492722077803) | > loss_gen: 2.532878875732422 (2.508488059043884) | > loss_kl: 2.5667171478271484 (2.925803466276689) | > loss_feat: 6.613772869110107 (6.322815168987621) | > loss_mel: 16.766815185546875 (17.212797555056486) | > loss_duration: 2.203280448913574 (2.33469726822593) | > loss_1: 30.68346405029297 (31.304601409218527)  --> STEP: 23 | > loss_disc: 2.545444965362549 (2.452708037003227) | > loss_disc_real_0: 0.11076630651950836 (0.12962350200699727) | > loss_disc_real_1: 0.2768497169017792 (0.2620298914287401) | > loss_disc_real_2: 0.24024735391139984 (0.22701237123945486) | > loss_disc_real_3: 0.2572602927684784 (0.2825174778699875) | > loss_disc_real_4: 0.2528495788574219 (0.2619187663430753) | > loss_disc_real_5: 0.23260389268398285 (0.24254283892071765) | > loss_0: 2.545444965362549 (2.452708037003227) | > loss_gen: 2.4550704956054688 (2.506165556285692) | > loss_kl: 2.532928705215454 (2.9087219549262007) | > loss_feat: 5.809431552886963 (6.300494142200636) | > loss_mel: 15.861132621765137 (17.1540295144786) | > loss_duration: 2.260082244873047 (2.331453136775805) | > loss_1: 28.91864585876465 (31.200864211372707)  --> STEP: 24 | > loss_disc: 2.445101261138916 (2.4523910880088806) | > loss_disc_real_0: 0.08882270753383636 (0.1279234689039489) | > loss_disc_real_1: 0.272605299949646 (0.2624705334504445) | > loss_disc_real_2: 0.2302451729774475 (0.2271470713118712) | > loss_disc_real_3: 0.23269374668598175 (0.2804414890706539) | > loss_disc_real_4: 0.2976662814617157 (0.26340824613968533) | > loss_disc_real_5: 0.2683136463165283 (0.24361662256220976) | > loss_0: 2.445101261138916 (2.4523910880088806) | > loss_gen: 2.4767613410949707 (2.5049403806527453) | > loss_kl: 2.875372886657715 (2.907332410415014) | > loss_feat: 7.1235785484313965 (6.334789325793584) | > loss_mel: 18.754331588745117 (17.22070876757304) | > loss_duration: 2.469576597213745 (2.3372082809607195) | > loss_1: 33.69961929321289 (31.304979006449383)  --> STEP: 25 | > loss_disc: 2.6081528663635254 (2.4586215591430665) | > loss_disc_real_0: 0.09690140932798386 (0.1266825865209103) | > loss_disc_real_1: 0.2726309299468994 (0.26287694931030275) | > loss_disc_real_2: 0.23316675424575806 (0.2273878586292267) | > loss_disc_real_3: 0.3137962222099304 (0.28177567839622497) | > loss_disc_real_4: 0.2871047258377075 (0.26435610532760623) | > loss_disc_real_5: 0.27420443296432495 (0.24484013497829438) | > loss_0: 2.6081528663635254 (2.4586215591430665) | > loss_gen: 2.37585711479187 (2.4997770500183103) | > loss_kl: 2.456792116165161 (2.8893107986450195) | > loss_feat: 7.53896427154541 (6.382956323623657) | > loss_mel: 17.100624084472656 (17.215905380249023) | > loss_duration: 2.3860113620758057 (2.3391604042053227) | > loss_1: 31.858247756958008 (31.327109756469728)  --> STEP: 26 | > loss_disc: 2.2308883666992188 (2.4498625902029185) | > loss_disc_real_0: 0.04534834623336792 (0.12355434650985098) | > loss_disc_real_1: 0.19463783502578735 (0.26025236799166757) | > loss_disc_real_2: 0.13320662081241608 (0.2237655033285801) | > loss_disc_real_3: 0.1743193119764328 (0.27764274122623295) | > loss_disc_real_4: 0.12238192558288574 (0.2588955599528093) | > loss_disc_real_5: 0.14515766501426697 (0.24100619382583177) | > loss_0: 2.2308883666992188 (2.4498625902029185) | > loss_gen: 2.1559219360351562 (2.4865518533266506) | > loss_kl: 2.6681618690490723 (2.8808050705836368) | > loss_feat: 15.004358291625977 (6.714548707008362) | > loss_mel: 21.951297760009766 (17.39803585639367) | > loss_duration: 2.264427661895752 (2.336286067962647) | > loss_1: 44.044166564941406 (31.81622732602633) --> EVAL PERFORMANCE | > avg_loader_time: 0.008255665118877705 (+0.005764062588031476) | > avg_loss_disc: 2.4498625902029185 (+0.07377770313849874) | > avg_loss_disc_real_0: 0.12355434650985098 (-0.01884966687514228) | > avg_loss_disc_real_1: 0.26025236799166757 (+0.06789502558799895) | > avg_loss_disc_real_2: 0.2237655033285801 (-0.02121251878830105) | > avg_loss_disc_real_3: 0.27764274122623295 (+0.03175194045672047) | > avg_loss_disc_real_4: 0.2588955599528093 (-0.008048653029478492) | > avg_loss_disc_real_5: 0.24100619382583177 (-0.022927746749841216) | > avg_loss_0: 2.4498625902029185 (+0.07377770313849874) | > avg_loss_gen: 2.4865518533266506 (-0.020784671490009288) | > avg_loss_kl: 2.8808050705836368 (-0.0008357213093685978) | > avg_loss_feat: 6.714548707008362 (+0.14720959846790027) | > avg_loss_mel: 17.39803585639367 (-0.008547232701225482) | > avg_loss_duration: 2.336286067962647 (-0.003503762758694684) | > avg_loss_1: 31.81622732602633 (+0.11353800846980278)  > EPOCH: 611/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:08:33)   --> TIME: 2024-06-11 18:08:41 -- STEP: 19/330 -- GLOBAL_STEP: 289650 | > loss_disc: 2.2799134254455566 (2.3177947119662634) | > loss_disc_real_0: 0.08459463715553284 (0.1035144854533045) | > loss_disc_real_1: 0.19976459443569183 (0.19526886861575277) | > loss_disc_real_2: 0.17693446576595306 (0.20600416236802152) | > loss_disc_real_3: 0.1717296838760376 (0.22289301611875234) | > loss_disc_real_4: 0.1917102187871933 (0.2315610835426732) | > loss_disc_real_5: 0.17031683027744293 (0.22346762136409157) | > loss_0: 2.2799134254455566 (2.3177947119662634) | > grad_norm_0: tensor(7.7194, device='cuda:0') (tensor(8.0563, device='cuda:0')) | > loss_gen: 2.3988804817199707 (2.487330047707809) | > loss_kl: 2.0548593997955322 (1.8831639352597689) | > loss_feat: 8.06692123413086 (6.821629022297106) | > loss_mel: 18.15176010131836 (17.880339471917402) | > loss_duration: 1.9886499643325806 (2.0709770415958606) | > loss_1: 32.66107177734375 (31.14343924271433) | > grad_norm_1: tensor(93.1011, device='cuda:0') (tensor(88.2137, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.3571 (0.36379723799856084) | > loader_time: 0.0033 (0.0031916091316624693)  --> TIME: 2024-06-11 18:08:50 -- STEP: 44/330 -- GLOBAL_STEP: 289675 | > loss_disc: 2.416137218475342 (2.33921313827688) | > loss_disc_real_0: 0.16911208629608154 (0.10880983553149483) | > loss_disc_real_1: 0.23903533816337585 (0.1969992792741819) | > loss_disc_real_2: 0.19832491874694824 (0.20901162278923122) | > loss_disc_real_3: 0.24204818904399872 (0.22622731531208212) | > loss_disc_real_4: 0.202357217669487 (0.22933901473879814) | > loss_disc_real_5: 0.21406997740268707 (0.22156145389784465) | > loss_0: 2.416137218475342 (2.33921313827688) | > grad_norm_0: tensor(6.5957, device='cuda:0') (tensor(8.7757, device='cuda:0')) | > loss_gen: 2.394348621368408 (2.4993662779981447) | > loss_kl: 2.169588088989258 (1.9114497195590625) | > loss_feat: 7.103679656982422 (6.915371851487593) | > loss_mel: 17.891096115112305 (17.700059110468086) | > loss_duration: 1.9216129779815674 (2.022823057391427) | > loss_1: 31.48032569885254 (31.049070184881035) | > grad_norm_1: tensor(56.7922, device='cuda:0') (tensor(99.1713, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.3655 (0.3601032170382413) | > loader_time: 0.0032 (0.003240867094560103)  --> TIME: 2024-06-11 18:09:00 -- STEP: 69/330 -- GLOBAL_STEP: 289700 | > loss_disc: 2.417217254638672 (2.3384014799974975) | > loss_disc_real_0: 0.07814399898052216 (0.10709610073894694) | > loss_disc_real_1: 0.20582398772239685 (0.19766041571679321) | > loss_disc_real_2: 0.22481216490268707 (0.21094288579795673) | > loss_disc_real_3: 0.22135280072689056 (0.22680184353088986) | > loss_disc_real_4: 0.2010299414396286 (0.22728868757469067) | > loss_disc_real_5: 0.21903467178344727 (0.22160141321196072) | > loss_0: 2.417217254638672 (2.3384014799974975) | > grad_norm_0: tensor(8.1740, device='cuda:0') (tensor(10.3535, device='cuda:0')) | > loss_gen: 2.3243606090545654 (2.4923935212950785) | > loss_kl: 1.9851142168045044 (1.9342706099800442) | > loss_feat: 7.368683338165283 (7.012137330096701) | > loss_mel: 16.822355270385742 (17.660605554995332) | > loss_duration: 1.9377834796905518 (2.008117667142897) | > loss_1: 30.438297271728516 (31.1075246506843) | > grad_norm_1: tensor(155.7303, device='cuda:0') (tensor(120.5590, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.3644 (0.36074205066846765) | > loader_time: 0.0036 (0.0033932008605072465)  --> TIME: 2024-06-11 18:09:09 -- STEP: 94/330 -- GLOBAL_STEP: 289725 | > loss_disc: 2.287996292114258 (2.3387362297545096) | > loss_disc_real_0: 0.10657119750976562 (0.10874760943524381) | > loss_disc_real_1: 0.22814609110355377 (0.19699011267499716) | > loss_disc_real_2: 0.21010249853134155 (0.20980964315698503) | > loss_disc_real_3: 0.23771722614765167 (0.22800704836845398) | > loss_disc_real_4: 0.2225632518529892 (0.22902190495044628) | > loss_disc_real_5: 0.20891670882701874 (0.2217196799973224) | > loss_0: 2.287996292114258 (2.3387362297545096) | > grad_norm_0: tensor(16.9382, device='cuda:0') (tensor(11.1882, device='cuda:0')) | > loss_gen: 2.5760116577148438 (2.4928391968950323) | > loss_kl: 1.9029924869537354 (1.9404711216054065) | > loss_feat: 7.470553398132324 (7.022511076419912) | > loss_mel: 17.11378288269043 (17.612400237550137) | > loss_duration: 2.0314829349517822 (2.0043638424670447) | > loss_1: 31.09482192993164 (31.07258528851448) | > grad_norm_1: tensor(181.3086, device='cuda:0') (tensor(128.2566, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.3595 (0.3619609259544534) | > loader_time: 0.0037 (0.003502054417386968)  --> TIME: 2024-06-11 18:09:19 -- STEP: 119/330 -- GLOBAL_STEP: 289750 | > loss_disc: 2.4543569087982178 (2.340826623580036) | > loss_disc_real_0: 0.19753284752368927 (0.11013832894944343) | > loss_disc_real_1: 0.18546146154403687 (0.19602605036827694) | > loss_disc_real_2: 0.24534809589385986 (0.20933389212904857) | > loss_disc_real_3: 0.25307223200798035 (0.2280197517962015) | > loss_disc_real_4: 0.21973372995853424 (0.22954849798639282) | > loss_disc_real_5: 0.2160937786102295 (0.22161482499928034) | > loss_0: 2.4543569087982178 (2.340826623580036) | > grad_norm_0: tensor(29.3345, device='cuda:0') (tensor(12.4392, device='cuda:0')) | > loss_gen: 2.4692258834838867 (2.4948051897417614) | > loss_kl: 2.0604119300842285 (1.9508640996548308) | > loss_feat: 6.836315155029297 (7.007305257460651) | > loss_mel: 17.250511169433594 (17.577382776917524) | > loss_duration: 2.000415325164795 (2.0049707428747867) | > loss_1: 30.616878509521484 (31.035327879320672) | > grad_norm_1: tensor(240.2485, device='cuda:0') (tensor(149.4177, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.3963 (0.3665114190398144) | > loader_time: 0.004 (0.0036268935484044694)  --> TIME: 2024-06-11 18:09:29 -- STEP: 144/330 -- GLOBAL_STEP: 289775 | > loss_disc: 2.216031551361084 (2.346988146503767) | > loss_disc_real_0: 0.06521987915039062 (0.11155571602284908) | > loss_disc_real_1: 0.22190330922603607 (0.1968061289646559) | > loss_disc_real_2: 0.1814451813697815 (0.21054345265858704) | > loss_disc_real_3: 0.21586793661117554 (0.2280380062551962) | > loss_disc_real_4: 0.21553632616996765 (0.2279818221512768) | > loss_disc_real_5: 0.2147786170244217 (0.2218599243917399) | > loss_0: 2.216031551361084 (2.346988146503767) | > grad_norm_0: tensor(28.6647, device='cuda:0') (tensor(16.2777, device='cuda:0')) | > loss_gen: 2.7484898567199707 (2.4981993155346998) | > loss_kl: 2.0640981197357178 (1.9578838679525588) | > loss_feat: 8.158348083496094 (7.018678757879469) | > loss_mel: 17.476648330688477 (17.573475791348347) | > loss_duration: 2.021470069885254 (2.0100132409069276) | > loss_1: 32.46905517578125 (31.058250811364914) | > grad_norm_1: tensor(420.8113, device='cuda:0') (tensor(174.0964, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4228 (0.3717502968178856) | > loader_time: 0.004 (0.0037513871987660727)  --> TIME: 2024-06-11 18:09:39 -- STEP: 169/330 -- GLOBAL_STEP: 289800 | > loss_disc: 2.2368578910827637 (2.351705676705175) | > loss_disc_real_0: 0.10344824939966202 (0.11316283175049449) | > loss_disc_real_1: 0.20101319253444672 (0.197207155664997) | > loss_disc_real_2: 0.20480264723300934 (0.2106885261084201) | > loss_disc_real_3: 0.21134231984615326 (0.2287468467591077) | > loss_disc_real_4: 0.2096785455942154 (0.2291685359541481) | > loss_disc_real_5: 0.18518826365470886 (0.22203417043008747) | > loss_0: 2.2368578910827637 (2.351705676705175) | > grad_norm_0: tensor(18.6811, device='cuda:0') (tensor(18.9696, device='cuda:0')) | > loss_gen: 2.6791582107543945 (2.50152764094652) | > loss_kl: 2.020350694656372 (1.9650344340758916) | > loss_feat: 7.427574157714844 (7.000468953826724) | > loss_mel: 17.079221725463867 (17.567465612874223) | > loss_duration: 2.073221206665039 (2.015156940595638) | > loss_1: 31.279523849487305 (31.04965344265368) | > grad_norm_1: tensor(360.2691, device='cuda:0') (tensor(194.9344, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4196 (0.3763135974929179) | > loader_time: 0.0043 (0.0038767086683645755)  --> TIME: 2024-06-11 18:09:49 -- STEP: 194/330 -- GLOBAL_STEP: 289825 | > loss_disc: 2.381720542907715 (2.353625457311413) | > loss_disc_real_0: 0.14935371279716492 (0.11401753841908936) | > loss_disc_real_1: 0.17426857352256775 (0.1967133613130481) | > loss_disc_real_2: 0.18907903134822845 (0.21144275505518176) | > loss_disc_real_3: 0.22771361470222473 (0.22869695723056793) | > loss_disc_real_4: 0.23333410918712616 (0.22955235362667398) | > loss_disc_real_5: 0.18306776881217957 (0.22203615154187703) | > loss_0: 2.381720542907715 (2.353625457311413) | > grad_norm_0: tensor(40.0198, device='cuda:0') (tensor(20.2273, device='cuda:0')) | > loss_gen: 2.351651668548584 (2.501885801246486) | > loss_kl: 2.20890474319458 (1.9704051251263963) | > loss_feat: 6.478785514831543 (7.018409989543797) | > loss_mel: 17.27006721496582 (17.5405975174658) | > loss_duration: 2.0525689125061035 (2.022248002671705) | > loss_1: 30.36197853088379 (31.05354629595255) | > grad_norm_1: tensor(277.1151, device='cuda:0') (tensor(212.9205, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4016 (0.3789214891256747) | > loader_time: 0.0046 (0.003968125766085594)  --> TIME: 2024-06-11 18:10:00 -- STEP: 219/330 -- GLOBAL_STEP: 289850 | > loss_disc: 2.3092362880706787 (2.3540654607015115) | > loss_disc_real_0: 0.08388389647006989 (0.11518089779435772) | > loss_disc_real_1: 0.22151722013950348 (0.19686680304133183) | > loss_disc_real_2: 0.18591174483299255 (0.2112069652505117) | > loss_disc_real_3: 0.25293391942977905 (0.22849518557389578) | > loss_disc_real_4: 0.22346334159374237 (0.22950567441171707) | > loss_disc_real_5: 0.2761658728122711 (0.22194491490109325) | > loss_0: 2.3092362880706787 (2.3540654607015115) | > grad_norm_0: tensor(38.9143, device='cuda:0') (tensor(22.1415, device='cuda:0')) | > loss_gen: 2.5407848358154297 (2.4992269446316375) | > loss_kl: 2.0508244037628174 (1.9792412601105154) | > loss_feat: 7.494174003601074 (7.0233192835768605) | > loss_mel: 17.051685333251953 (17.50261144768701) | > loss_duration: 2.095815658569336 (2.029832724566875) | > loss_1: 31.23328399658203 (31.03423154299662) | > grad_norm_1: tensor(431.8900, device='cuda:0') (tensor(233.8714, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4012 (0.3815776681246824) | > loader_time: 0.0047 (0.00406735890532193)  --> TIME: 2024-06-11 18:10:10 -- STEP: 244/330 -- GLOBAL_STEP: 289875 | > loss_disc: 2.381706476211548 (2.3562722215886978) | > loss_disc_real_0: 0.06530022621154785 (0.11520927616196577) | > loss_disc_real_1: 0.23694947361946106 (0.19719706115419747) | > loss_disc_real_2: 0.21589557826519012 (0.21110737977213548) | > loss_disc_real_3: 0.2343609631061554 (0.22884327472477664) | > loss_disc_real_4: 0.2599298357963562 (0.2300528406974722) | > loss_disc_real_5: 0.2447749525308609 (0.22253184368620155) | > loss_0: 2.381706476211548 (2.3562722215886978) | > grad_norm_0: tensor(39.5643, device='cuda:0') (tensor(23.2304, device='cuda:0')) | > loss_gen: 2.5909085273742676 (2.4990000978845064) | > loss_kl: 1.907350778579712 (1.9803486637404708) | > loss_feat: 7.212722301483154 (7.031913907801519) | > loss_mel: 17.219602584838867 (17.471620614411396) | > loss_duration: 2.056074619293213 (2.0384832718333272) | > loss_1: 30.986658096313477 (31.021366455515878) | > grad_norm_1: tensor(555.2010, device='cuda:0') (tensor(247.9645, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4368 (0.38549532460384694) | > loader_time: 0.0051 (0.004180927745631484)  --> TIME: 2024-06-11 18:10:22 -- STEP: 269/330 -- GLOBAL_STEP: 289900 | > loss_disc: 2.415304183959961 (2.3551600032579496) | > loss_disc_real_0: 0.10464240610599518 (0.11562050715587396) | > loss_disc_real_1: 0.18901249766349792 (0.1972764596398435) | > loss_disc_real_2: 0.18562833964824677 (0.21082046616919423) | > loss_disc_real_3: 0.26300859451293945 (0.22894329696782903) | > loss_disc_real_4: 0.2351522296667099 (0.22967149189856859) | > loss_disc_real_5: 0.23918147385120392 (0.22223678596844018) | > loss_0: 2.415304183959961 (2.3551600032579496) | > grad_norm_0: tensor(43.2263, device='cuda:0') (tensor(25.0110, device='cuda:0')) | > loss_gen: 2.4785373210906982 (2.501753284142363) | > loss_kl: 2.034148693084717 (1.987655288667927) | > loss_feat: 6.960622310638428 (7.050196110537504) | > loss_mel: 16.930076599121094 (17.443269949420227) | > loss_duration: 2.13118839263916 (2.0464706731108486) | > loss_1: 30.53457260131836 (31.02934521813375) | > grad_norm_1: tensor(575.1814, device='cuda:0') (tensor(267.4679, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4463 (0.39051398114200875) | > loader_time: 0.0066 (0.004341896581827043)  --> TIME: 2024-06-11 18:10:33 -- STEP: 294/330 -- GLOBAL_STEP: 289925 | > loss_disc: 2.3120343685150146 (2.354477076303391) | > loss_disc_real_0: 0.1415221393108368 (0.11618697174450979) | > loss_disc_real_1: 0.1873299479484558 (0.1974619175402486) | > loss_disc_real_2: 0.20706608891487122 (0.21075255515015853) | > loss_disc_real_3: 0.20923899114131927 (0.2289077406939195) | > loss_disc_real_4: 0.25248318910598755 (0.22973992619790187) | > loss_disc_real_5: 0.20113730430603027 (0.22211127043986806) | > loss_0: 2.3120343685150146 (2.354477076303391) | > grad_norm_0: tensor(30.1126, device='cuda:0') (tensor(27.3198, device='cuda:0')) | > loss_gen: 2.625593900680542 (2.503117348061127) | > loss_kl: 2.0927629470825195 (1.9920965814266076) | > loss_feat: 7.109289169311523 (7.05584178976461) | > loss_mel: 16.636829376220703 (17.368482995195446) | > loss_duration: 2.205357551574707 (2.0566910529623224) | > loss_1: 30.66983413696289 (30.976229667663574) | > grad_norm_1: tensor(307.8733, device='cuda:0') (tensor(286.0915, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.4717 (0.396401347757197) | > loader_time: 0.0074 (0.004520788484690142)  --> TIME: 2024-06-11 18:10:47 -- STEP: 319/330 -- GLOBAL_STEP: 289950 | > loss_disc: 2.4804301261901855 (2.3587471108451523) | > loss_disc_real_0: 0.21754691004753113 (0.11857766359110238) | > loss_disc_real_1: 0.21414634585380554 (0.1978403164488396) | > loss_disc_real_2: 0.24306242167949677 (0.2108929399225779) | > loss_disc_real_3: 0.25987812876701355 (0.2288790028951011) | > loss_disc_real_4: 0.23927906155586243 (0.22990947041578802) | > loss_disc_real_5: 0.2215605527162552 (0.22239452479027655) | > loss_0: 2.4804301261901855 (2.3587471108451523) | > grad_norm_0: tensor(20.7370, device='cuda:0') (tensor(30.4365, device='cuda:0')) | > loss_gen: 2.5861518383026123 (2.5021521252898213) | > loss_kl: 2.04887056350708 (1.9950368097957025) | > loss_feat: 7.183302879333496 (7.076722174976312) | > loss_mel: 16.775487899780273 (17.328808177601204) | > loss_duration: 2.2518181800842285 (2.0704481384970914) | > loss_1: 30.845630645751953 (30.973167323767203) | > grad_norm_1: tensor(227.4208, device='cuda:0') (tensor(301.5148, device='cuda:0')) | > current_lr_0: 0.00018529285856839912 | > current_lr_1: 0.00018529285856839912 | > step_time: 0.5617 (0.40590010391881115) | > loader_time: 0.0082 (0.004751887067358323)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.385526657104492 (2.385526657104492) | > loss_disc_real_0: 0.13096436858177185 (0.13096436858177185) | > loss_disc_real_1: 0.1303088665008545 (0.1303088665008545) | > loss_disc_real_2: 0.235123872756958 (0.235123872756958) | > loss_disc_real_3: 0.27694135904312134 (0.27694135904312134) | > loss_disc_real_4: 0.2909426689147949 (0.2909426689147949) | > loss_disc_real_5: 0.2564883828163147 (0.2564883828163147) | > loss_0: 2.385526657104492 (2.385526657104492) | > loss_gen: 2.3788349628448486 (2.3788349628448486) | > loss_kl: 2.3961000442504883 (2.3961000442504883) | > loss_feat: 4.9424543380737305 (4.9424543380737305) | > loss_mel: 15.665701866149902 (15.665701866149902) | > loss_duration: 3.13511061668396 (3.13511061668396) | > loss_1: 28.518203735351562 (28.518203735351562)  --> STEP: 1 | > loss_disc: 2.10516357421875 (2.10516357421875) | > loss_disc_real_0: 0.04977824538946152 (0.04977824538946152) | > loss_disc_real_1: 0.08511949330568314 (0.08511949330568314) | > loss_disc_real_2: 0.20841026306152344 (0.20841026306152344) | > loss_disc_real_3: 0.29945772886276245 (0.29945772886276245) | > loss_disc_real_4: 0.2017713040113449 (0.2017713040113449) | > loss_disc_real_5: 0.24942171573638916 (0.24942171573638916) | > loss_0: 2.10516357421875 (2.10516357421875) | > loss_gen: 2.584441900253296 (2.584441900253296) | > loss_kl: 3.4364941120147705 (3.4364941120147705) | > loss_feat: 7.881926536560059 (7.881926536560059) | > loss_mel: 19.211084365844727 (19.211084365844727) | > loss_duration: 2.4795212745666504 (2.4795212745666504) | > loss_1: 35.593467712402344 (35.593467712402344)  --> STEP: 2 | > loss_disc: 2.6370630264282227 (2.3711133003234863) | > loss_disc_real_0: 0.11876880377531052 (0.08427352458238602) | > loss_disc_real_1: 0.14520281553268433 (0.11516115441918373) | > loss_disc_real_2: 0.3197248876094818 (0.2640675753355026) | > loss_disc_real_3: 0.3298775851726532 (0.3146676570177078) | > loss_disc_real_4: 0.2785763144493103 (0.2401738092303276) | > loss_disc_real_5: 0.3348144292831421 (0.2921180725097656) | > loss_0: 2.6370630264282227 (2.3711133003234863) | > loss_gen: 2.265707492828369 (2.4250746965408325) | > loss_kl: 3.071974754333496 (3.2542344331741333) | > loss_feat: 5.32059383392334 (6.601260185241699) | > loss_mel: 17.213729858398438 (18.212407112121582) | > loss_duration: 2.4249660968780518 (2.452243685722351) | > loss_1: 30.296972274780273 (32.94521999359131)  --> STEP: 3 | > loss_disc: 2.138113260269165 (2.2934466203053794) | > loss_disc_real_0: 0.0749083161354065 (0.08115178843339284) | > loss_disc_real_1: 0.10254891961812973 (0.11095707615216573) | > loss_disc_real_2: 0.2090969979763031 (0.24574404954910278) | > loss_disc_real_3: 0.2827313244342804 (0.304022212823232) | > loss_disc_real_4: 0.20721454918384552 (0.2291873892148336) | > loss_disc_real_5: 0.3010106682777405 (0.2950822710990906) | > loss_0: 2.138113260269165 (2.2934466203053794) | > loss_gen: 2.550150156021118 (2.4667665163675943) | > loss_kl: 2.6221256256103516 (3.0435314973195395) | > loss_feat: 6.553640842437744 (6.585387070973714) | > loss_mel: 17.806007385253906 (18.076940536499023) | > loss_duration: 2.3197214603424072 (2.408069610595703) | > loss_1: 31.85164451599121 (32.580694834391274)  --> STEP: 4 | > loss_disc: 2.362306594848633 (2.3106616139411926) | > loss_disc_real_0: 0.16740496456623077 (0.10271508246660233) | > loss_disc_real_1: 0.15576134622097015 (0.12215814366936684) | > loss_disc_real_2: 0.28042665123939514 (0.2544146999716759) | > loss_disc_real_3: 0.2738685607910156 (0.2964837998151779) | > loss_disc_real_4: 0.21136698126792908 (0.22473228722810745) | > loss_disc_real_5: 0.26061657071113586 (0.2864658460021019) | > loss_0: 2.362306594848633 (2.3106616139411926) | > loss_gen: 2.553712844848633 (2.488503098487854) | > loss_kl: 3.5474178791046143 (3.169503092765808) | > loss_feat: 7.027641773223877 (6.695950746536255) | > loss_mel: 18.297378540039062 (18.132050037384033) | > loss_duration: 2.3579494953155518 (2.3955395817756653) | > loss_1: 33.78409957885742 (32.88154602050781)  --> STEP: 5 | > loss_disc: 2.2392466068267822 (2.2963786125183105) | > loss_disc_real_0: 0.11669179797172546 (0.10551042556762695) | > loss_disc_real_1: 0.13453422486782074 (0.12463335990905762) | > loss_disc_real_2: 0.19303400814533234 (0.24213856160640718) | > loss_disc_real_3: 0.3049374222755432 (0.298174524307251) | > loss_disc_real_4: 0.2691691815853119 (0.23361966609954835) | > loss_disc_real_5: 0.16931214928627014 (0.26303510665893554) | > loss_0: 2.2392466068267822 (2.2963786125183105) | > loss_gen: 2.44326114654541 (2.4794547080993654) | > loss_kl: 2.952622413635254 (3.1261269569396974) | > loss_feat: 6.103152275085449 (6.577391052246094) | > loss_mel: 18.413352966308594 (18.188310623168945) | > loss_duration: 2.4120891094207764 (2.3988494873046875) | > loss_1: 32.32447814941406 (32.77013244628906)  --> STEP: 6 | > loss_disc: 2.394777536392212 (2.312778433163961) | > loss_disc_real_0: 0.11423838138580322 (0.10696508487065633) | > loss_disc_real_1: 0.15382370352745056 (0.12949841717878977) | > loss_disc_real_2: 0.23481720685958862 (0.24091833581527075) | > loss_disc_real_3: 0.2916726768016815 (0.29709088305632275) | > loss_disc_real_4: 0.23925891518592834 (0.23455954094727835) | > loss_disc_real_5: 0.20179586112499237 (0.25282856573661167) | > loss_0: 2.394777536392212 (2.312778433163961) | > loss_gen: 2.359748125076294 (2.4595036109288535) | > loss_kl: 2.475310802459717 (3.0176575978597007) | > loss_feat: 5.341459274291992 (6.371402422587077) | > loss_mel: 18.41082000732422 (18.225395520528156) | > loss_duration: 2.1843392848968506 (2.3630977869033813) | > loss_1: 30.771678924560547 (32.43705685933431)  --> STEP: 7 | > loss_disc: 2.3578333854675293 (2.3192148549216136) | > loss_disc_real_0: 0.04202883690595627 (0.09768847801855632) | > loss_disc_real_1: 0.17524416744709015 (0.13603352435997554) | > loss_disc_real_2: 0.2795259952545166 (0.246433715735163) | > loss_disc_real_3: 0.30212971568107605 (0.29781071628843037) | > loss_disc_real_4: 0.20865362882614136 (0.23085869635854447) | > loss_disc_real_5: 0.26239490509033203 (0.254195185644286) | > loss_0: 2.3578333854675293 (2.3192148549216136) | > loss_gen: 2.723456621170044 (2.497211183820452) | > loss_kl: 4.1532135009765625 (3.1798798697335378) | > loss_feat: 8.689805030822754 (6.702602795192173) | > loss_mel: 18.004358291625977 (18.19381877354213) | > loss_duration: 2.511667251586914 (2.384321996143886) | > loss_1: 36.08250427246094 (32.95783506120954)  --> STEP: 8 | > loss_disc: 2.4576432704925537 (2.336518406867981) | > loss_disc_real_0: 0.14244592189788818 (0.1032831585034728) | > loss_disc_real_1: 0.15301238000392914 (0.13815588131546974) | > loss_disc_real_2: 0.24754616618156433 (0.24657277204096317) | > loss_disc_real_3: 0.2591288983821869 (0.2929754890501499) | > loss_disc_real_4: 0.19892451167106628 (0.2268669232726097) | > loss_disc_real_5: 0.23599137365818024 (0.2519197091460228) | > loss_0: 2.4576432704925537 (2.336518406867981) | > loss_gen: 2.210087537765503 (2.4613207280635834) | > loss_kl: 3.097608804702759 (3.1695959866046906) | > loss_feat: 9.733656883239746 (7.08148455619812) | > loss_mel: 19.342931747436523 (18.33745789527893) | > loss_duration: 2.3557498455047607 (2.3807504773139954) | > loss_1: 36.74003601074219 (33.43061017990112)  --> STEP: 9 | > loss_disc: 2.2053985595703125 (2.3219495349460177) | > loss_disc_real_0: 0.13692638278007507 (0.10702129453420639) | > loss_disc_real_1: 0.11809087544679642 (0.13592643621895048) | > loss_disc_real_2: 0.17518159747123718 (0.2386404193109936) | > loss_disc_real_3: 0.18998479843139648 (0.28153207898139954) | > loss_disc_real_4: 0.13853192329406738 (0.2170519232749939) | > loss_disc_real_5: 0.16138549149036407 (0.24186035162872738) | > loss_0: 2.2053985595703125 (2.3219495349460177) | > loss_gen: 2.173936605453491 (2.429389158884684) | > loss_kl: 2.3796579837799072 (3.081825097401937) | > loss_feat: 9.747188568115234 (7.3776738908555775) | > loss_mel: 19.70684242248535 (18.4896117316352) | > loss_duration: 2.219898223876953 (2.3628780047098794) | > loss_1: 36.22752380371094 (33.74137836032443)  --> STEP: 10 | > loss_disc: 2.583317518234253 (2.3480863332748414) | > loss_disc_real_0: 0.17887307703495026 (0.11420647278428078) | > loss_disc_real_1: 0.15710684657096863 (0.1380444772541523) | > loss_disc_real_2: 0.2540476322174072 (0.24018114060163498) | > loss_disc_real_3: 0.2961808145046234 (0.2829969525337219) | > loss_disc_real_4: 0.2741243243217468 (0.2227591633796692) | > loss_disc_real_5: 0.28821617364883423 (0.24649593383073806) | > loss_0: 2.583317518234253 (2.3480863332748414) | > loss_gen: 2.3253955841064453 (2.4189898014068603) | > loss_kl: 2.821730852127075 (3.0558156728744508) | > loss_feat: 4.900666236877441 (7.129973125457764) | > loss_mel: 17.266338348388672 (18.36728439331055) | > loss_duration: 2.3268089294433594 (2.3592710971832274) | > loss_1: 29.640939712524414 (33.33133449554443)  --> STEP: 11 | > loss_disc: 2.4489569664001465 (2.357256390831687) | > loss_disc_real_0: 0.12022201716899872 (0.11475334045561877) | > loss_disc_real_1: 0.10680491477251053 (0.1352045170285485) | > loss_disc_real_2: 0.24825909733772278 (0.24091550030491568) | > loss_disc_real_3: 0.2377968579530716 (0.2788878530263901) | > loss_disc_real_4: 0.2727440595626831 (0.22730324485085227) | > loss_disc_real_5: 0.25770968198776245 (0.24751536548137665) | > loss_0: 2.4489569664001465 (2.357256390831687) | > loss_gen: 2.255635976791382 (2.404139453714544) | > loss_kl: 3.311828851699829 (3.0790895982222124) | > loss_feat: 6.628363609313965 (7.084372260353782) | > loss_mel: 17.796661376953125 (18.31540957364169) | > loss_duration: 2.523874282836914 (2.3742350231517446) | > loss_1: 32.51636505126953 (33.25724636424672)  --> STEP: 12 | > loss_disc: 2.4467084407806396 (2.364710728327433) | > loss_disc_real_0: 0.1360669732093811 (0.1165294765184323) | > loss_disc_real_1: 0.13457484543323517 (0.1351520443956057) | > loss_disc_real_2: 0.27880406379699707 (0.24407288059592247) | > loss_disc_real_3: 0.2464294284582138 (0.27618298431237537) | > loss_disc_real_4: 0.18295928835868835 (0.22360791514317194) | > loss_disc_real_5: 0.23557709157466888 (0.24652050932248434) | > loss_0: 2.4467084407806396 (2.364710728327433) | > loss_gen: 2.229095458984375 (2.3895524541536965) | > loss_kl: 2.7744061946868896 (3.053699314594269) | > loss_feat: 5.874349594116211 (6.983537038167317) | > loss_mel: 17.061508178710938 (18.210917790730793) | > loss_duration: 2.237180233001709 (2.3628137906392417) | > loss_1: 30.17654037475586 (33.00052086512248)  --> STEP: 13 | > loss_disc: 2.4363551139831543 (2.370221834916335) | > loss_disc_real_0: 0.14979301393032074 (0.11908821016550064) | > loss_disc_real_1: 0.1583082228899002 (0.13693328889516684) | > loss_disc_real_2: 0.26904135942459106 (0.24599353281351236) | > loss_disc_real_3: 0.23503299057483673 (0.27301760017871857) | > loss_disc_real_4: 0.21078546345233917 (0.22262157270541558) | > loss_disc_real_5: 0.19956497848033905 (0.24290854541155008) | > loss_0: 2.4363551139831543 (2.370221834916335) | > loss_gen: 2.375805377960205 (2.388494986754197) | > loss_kl: 3.1359012126922607 (3.0600225375248837) | > loss_feat: 6.7974138259887695 (6.969219867999737) | > loss_mel: 16.509733200073242 (18.08005743760329) | > loss_duration: 2.2601208686828613 (2.3549143351041355) | > loss_1: 31.0789737701416 (32.852709550123954)  --> STEP: 14 | > loss_disc: 2.4120702743530273 (2.373211009161813) | > loss_disc_real_0: 0.15370231866836548 (0.12156064648713384) | > loss_disc_real_1: 0.0961483046412468 (0.13402007573417254) | > loss_disc_real_2: 0.17182129621505737 (0.24069551591362273) | > loss_disc_real_3: 0.21865881979465485 (0.2691348301512854) | > loss_disc_real_4: 0.2411234974861145 (0.2239431387611798) | > loss_disc_real_5: 0.27470940351486206 (0.24518003527607238) | > loss_0: 2.4120702743530273 (2.373211009161813) | > loss_gen: 2.1461524963378906 (2.3711848088673184) | > loss_kl: 3.861868143081665 (3.1172972236360823) | > loss_feat: 6.824533462524414 (6.958885124751499) | > loss_mel: 19.539751052856445 (18.18432126726423) | > loss_duration: 2.4196696281433105 (2.359539713178362) | > loss_1: 34.79197692871094 (32.99122864859445)  --> STEP: 15 | > loss_disc: 2.6538238525390625 (2.3919185320536296) | > loss_disc_real_0: 0.3137502074241638 (0.13437328388293585) | > loss_disc_real_1: 0.16413739323616028 (0.13602789690097172) | > loss_disc_real_2: 0.24999162554740906 (0.24131525655587513) | > loss_disc_real_3: 0.291673481464386 (0.27063740690549215) | > loss_disc_real_4: 0.23816710710525513 (0.22489140331745147) | > loss_disc_real_5: 0.2674647569656372 (0.24666568338871003) | > loss_0: 2.6538238525390625 (2.3919185320536296) | > loss_gen: 2.3703413009643555 (2.3711285750071207) | > loss_kl: 3.197500467300415 (3.1226441065470376) | > loss_feat: 5.876702785491943 (6.88673963546753) | > loss_mel: 17.095226287841797 (18.111714935302736) | > loss_duration: 2.370272159576416 (2.360255209604899) | > loss_1: 30.910043716430664 (32.8524829864502)  --> STEP: 16 | > loss_disc: 2.4626851081848145 (2.3963414430618286) | > loss_disc_real_0: 0.13715773820877075 (0.13454731227830052) | > loss_disc_real_1: 0.18318961560726166 (0.13897550432011485) | > loss_disc_real_2: 0.28614968061447144 (0.2441174080595374) | > loss_disc_real_3: 0.2607007324695587 (0.2700163647532463) | > loss_disc_real_4: 0.20627696812152863 (0.2237280011177063) | > loss_disc_real_5: 0.2414146065711975 (0.2463374910876155) | > loss_0: 2.4626851081848145 (2.3963414430618286) | > loss_gen: 2.4036636352539062 (2.373162016272545) | > loss_kl: 2.206470012664795 (3.0653832256793976) | > loss_feat: 6.340668678283691 (6.852610200643539) | > loss_mel: 16.403228759765625 (18.004934549331665) | > loss_duration: 2.389474630355835 (2.3620814234018326) | > loss_1: 29.743505477905273 (32.65817189216614)  --> STEP: 17 | > loss_disc: 2.5442562103271484 (2.4050423117244946) | > loss_disc_real_0: 0.15360742807388306 (0.13566849556039362) | > loss_disc_real_1: 0.152253195643425 (0.13975654498619192) | > loss_disc_real_2: 0.26961904764175415 (0.24561750450555017) | > loss_disc_real_3: 0.2776665687561035 (0.2704663767534144) | > loss_disc_real_4: 0.2132043093442917 (0.2231089604251525) | > loss_disc_real_5: 0.2911369204521179 (0.24897275163846858) | > loss_0: 2.5442562103271484 (2.4050423117244946) | > loss_gen: 2.1845479011535645 (2.3620670683243694) | > loss_kl: 2.926161527633667 (3.0571937140296486) | > loss_feat: 5.466079235076904 (6.771049555610208) | > loss_mel: 17.603294372558594 (17.981308656580307) | > loss_duration: 2.4710545539855957 (2.3684916075538185) | > loss_1: 30.65113639831543 (32.54011098076315)  --> STEP: 18 | > loss_disc: 2.580038547515869 (2.414764324824015) | > loss_disc_real_0: 0.13106046617031097 (0.13541249392761123) | > loss_disc_real_1: 0.11527429521083832 (0.13839641999867228) | > loss_disc_real_2: 0.2577325999736786 (0.24629056536489063) | > loss_disc_real_3: 0.2578667104244232 (0.26976639529069263) | > loss_disc_real_4: 0.2556411921977997 (0.22491630663474402) | > loss_disc_real_5: 0.3059473931789398 (0.2521380095018281) | > loss_0: 2.580038547515869 (2.414764324824015) | > loss_gen: 2.2252376079559326 (2.354465431637234) | > loss_kl: 2.3568131923675537 (3.0182836850484214) | > loss_feat: 9.426802635192871 (6.9185913933648004) | > loss_mel: 17.347911834716797 (17.94611994425456) | > loss_duration: 2.2458267211914062 (2.361676891644796) | > loss_1: 33.60259246826172 (32.599137730068634)  --> STEP: 19 | > loss_disc: 2.4852468967437744 (2.4184739338724235) | > loss_disc_real_0: 0.1406024843454361 (0.13568565131802307) | > loss_disc_real_1: 0.13707509636878967 (0.1383268766497311) | > loss_disc_real_2: 0.20389215648174286 (0.24405907016051442) | > loss_disc_real_3: 0.24396665394306183 (0.2684085141671331) | > loss_disc_real_4: 0.24076716601848602 (0.22575056239178307) | > loss_disc_real_5: 0.26215919852256775 (0.25266544050291967) | > loss_0: 2.4852468967437744 (2.4184739338724235) | > loss_gen: 2.1790714263916016 (2.3452341682032536) | > loss_kl: 2.449538230895996 (2.988349713777241) | > loss_feat: 10.168068885803223 (7.08961652454577) | > loss_mel: 16.826326370239258 (17.887183440359014) | > loss_duration: 2.374190092086792 (2.3623354811417427) | > loss_1: 33.997196197509766 (32.672719754670794)  --> STEP: 20 | > loss_disc: 2.2830381393432617 (2.4117021441459654) | > loss_disc_real_0: 0.2032986879348755 (0.1390663031488657) | > loss_disc_real_1: 0.1721433401107788 (0.14001769982278348) | > loss_disc_real_2: 0.23249125480651855 (0.24348067939281465) | > loss_disc_real_3: 0.26474079489707947 (0.2682251282036304) | > loss_disc_real_4: 0.20447994768619537 (0.22468703165650367) | > loss_disc_real_5: 0.20757170021533966 (0.25041075348854064) | > loss_0: 2.2830381393432617 (2.4117021441459654) | > loss_gen: 2.6305346488952637 (2.359499192237854) | > loss_kl: 2.3346025943756104 (2.9556623578071592) | > loss_feat: 6.489132404327393 (7.059592318534851) | > loss_mel: 18.460113525390625 (17.915829944610593) | > loss_duration: 2.3042807579040527 (2.359432744979858) | > loss_1: 32.21866226196289 (32.6500168800354)  --> STEP: 21 | > loss_disc: 2.4437735080718994 (2.4132293519519625) | > loss_disc_real_0: 0.10560004413127899 (0.13747267176707587) | > loss_disc_real_1: 0.1101672351360321 (0.13859624912341437) | > loss_disc_real_2: 0.3336256444454193 (0.247773296776272) | > loss_disc_real_3: 0.2530093193054199 (0.26750056587514426) | > loss_disc_real_4: 0.20179088413715363 (0.22359673891748702) | > loss_disc_real_5: 0.20914523303508759 (0.2484457287050429) | > loss_0: 2.4437735080718994 (2.4132293519519625) | > loss_gen: 2.346482992172241 (2.3588793731871105) | > loss_kl: 3.2349860668182373 (2.968963486807687) | > loss_feat: 6.385107040405273 (7.027473971957252) | > loss_mel: 16.68073844909668 (17.857016063871836) | > loss_duration: 2.0979082584381104 (2.34697919800168) | > loss_1: 30.745222091674805 (32.55931236630394)  --> STEP: 22 | > loss_disc: 2.2419259548187256 (2.4054428339004517) | > loss_disc_real_0: 0.09992863237857819 (0.13576612452214415) | > loss_disc_real_1: 0.08032196760177612 (0.13594741814515807) | > loss_disc_real_2: 0.18863211572170258 (0.24508506127379157) | > loss_disc_real_3: 0.24378608167171478 (0.2664226347749884) | > loss_disc_real_4: 0.20172391831874847 (0.22260251979936252) | > loss_disc_real_5: 0.21871116757392883 (0.2470941577445377) | > loss_0: 2.2419259548187256 (2.4054428339004517) | > loss_gen: 2.5320043563842773 (2.3667486906051636) | > loss_kl: 2.0188870429992676 (2.925778193907304) | > loss_feat: 9.318887710571289 (7.131629141894254) | > loss_mel: 19.77075958251953 (17.944004405628547) | > loss_duration: 2.1924328804016113 (2.339954365383495) | > loss_1: 35.832969665527344 (32.7081149708141)  --> STEP: 23 | > loss_disc: 2.4043707847595215 (2.4053962230682373) | > loss_disc_real_0: 0.1851189285516739 (0.13791189861038458) | > loss_disc_real_1: 0.11736761778593063 (0.13513960073823514) | > loss_disc_real_2: 0.2586071193218231 (0.2456729768410973) | > loss_disc_real_3: 0.2553377151489258 (0.26594068174776825) | > loss_disc_real_4: 0.27915099263191223 (0.22506114905295166) | > loss_disc_real_5: 0.27622345089912415 (0.24836064875125885) | > loss_0: 2.4043707847595215 (2.4053962230682373) | > loss_gen: 2.4099249839782715 (2.3686259207518203) | > loss_kl: 2.3244404792785645 (2.8996330758799678) | > loss_feat: 7.287477493286133 (7.138405157172161) | > loss_mel: 18.090856552124023 (17.950389281563133) | > loss_duration: 2.3000073432922363 (2.338217538336049) | > loss_1: 32.4127082824707 (32.695271201755695)  --> STEP: 24 | > loss_disc: 2.4598002433776855 (2.4076630572477975) | > loss_disc_real_0: 0.1700076013803482 (0.13924921955913308) | > loss_disc_real_1: 0.194072887301445 (0.13759515434503555) | > loss_disc_real_2: 0.20937688648700714 (0.2441606397430102) | > loss_disc_real_3: 0.28279566764831543 (0.2666429728269577) | > loss_disc_real_4: 0.26970022916793823 (0.22692111072440943) | > loss_disc_real_5: 0.3404914140701294 (0.25219943063954514) | > loss_0: 2.4598002433776855 (2.4076630572477975) | > loss_gen: 2.4701569080352783 (2.372856378555298) | > loss_kl: 2.650085926055908 (2.889235277970632) | > loss_feat: 6.091153144836426 (7.094769656658173) | > loss_mel: 16.866121292114258 (17.90521144866943) | > loss_duration: 2.4160754680633545 (2.3414616187413535) | > loss_1: 30.493593215942383 (32.60353461901347)  --> STEP: 25 | > loss_disc: 2.617699384689331 (2.4160645103454588) | > loss_disc_real_0: 0.18851494789123535 (0.1412198486924172) | > loss_disc_real_1: 0.14994414150714874 (0.1380891138315201) | > loss_disc_real_2: 0.24510438740253448 (0.24419838964939117) | > loss_disc_real_3: 0.2773449122905731 (0.26707105040550233) | > loss_disc_real_4: 0.2717878222465515 (0.2287157791852951) | > loss_disc_real_5: 0.25821417570114136 (0.25244002044200897) | > loss_0: 2.617699384689331 (2.4160645103454588) | > loss_gen: 2.2348995208740234 (2.367338104248047) | > loss_kl: 2.2627692222595215 (2.8641766357421874) | > loss_feat: 5.621676445007324 (7.035845928192138) | > loss_mel: 16.793350219726562 (17.860736999511715) | > loss_duration: 2.387585163116455 (2.3433065605163574) | > loss_1: 29.30027961730957 (32.47140441894532)  --> STEP: 26 | > loss_disc: 2.482664108276367 (2.418626033342801) | > loss_disc_real_0: 0.0859885960817337 (0.13909556974585244) | > loss_disc_real_1: 0.13228312134742737 (0.13786580642828575) | > loss_disc_real_2: 0.18063701689243317 (0.24175372146643126) | > loss_disc_real_3: 0.19428376853466034 (0.2642715395643161) | > loss_disc_real_4: 0.14323928952217102 (0.22542822189055955) | > loss_disc_real_5: 0.33543166518211365 (0.25563200677816683) | > loss_0: 2.482664108276367 (2.418626033342801) | > loss_gen: 1.9601688385009766 (2.3516777478731594) | > loss_kl: 2.476792335510254 (2.849277239579421) | > loss_feat: 13.179362297058105 (7.272135019302368) | > loss_mel: 19.251218795776367 (17.914217068598816) | > loss_duration: 2.3035998344421387 (2.341779378744272) | > loss_1: 39.171138763427734 (32.72908650911772) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022607674965491663 (-0.005994897622328538) | > avg_loss_disc: 2.418626033342801 (-0.031236556860117393) | > avg_loss_disc_real_0: 0.13909556974585244 (+0.015541223236001461) | > avg_loss_disc_real_1: 0.13786580642828575 (-0.12238656156338182) | > avg_loss_disc_real_2: 0.24175372146643126 (+0.017988218137851147) | > avg_loss_disc_real_3: 0.2642715395643161 (-0.013371201661916854) | > avg_loss_disc_real_4: 0.22542822189055955 (-0.03346733806224972) | > avg_loss_disc_real_5: 0.25563200677816683 (+0.01462581295233506) | > avg_loss_0: 2.418626033342801 (-0.031236556860117393) | > avg_loss_gen: 2.3516777478731594 (-0.1348741054534912) | > avg_loss_kl: 2.849277239579421 (-0.031527831004215745) | > avg_loss_feat: 7.272135019302368 (+0.5575863122940063) | > avg_loss_mel: 17.914217068598816 (+0.5161812122051472) | > avg_loss_duration: 2.341779378744272 (+0.0054933107816252935) | > avg_loss_1: 32.72908650911772 (+0.9128591830913919)  > EPOCH: 612/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:11:13)   --> TIME: 2024-06-11 18:11:19 -- STEP: 14/330 -- GLOBAL_STEP: 289975 | > loss_disc: 2.282956123352051 (2.352760008403233) | > loss_disc_real_0: 0.07757380604743958 (0.09329705924860068) | > loss_disc_real_1: 0.20131564140319824 (0.19792610619749343) | > loss_disc_real_2: 0.23741605877876282 (0.20830062989677703) | > loss_disc_real_3: 0.2129620760679245 (0.22703675712857926) | > loss_disc_real_4: 0.210424542427063 (0.2317876187818391) | > loss_disc_real_5: 0.20336046814918518 (0.22791488681520736) | > loss_0: 2.282956123352051 (2.352760008403233) | > grad_norm_0: tensor(4.0269, device='cuda:0') (tensor(6.7460, device='cuda:0')) | > loss_gen: 2.6186842918395996 (2.488067524773734) | > loss_kl: 1.815024733543396 (1.8943434613091605) | > loss_feat: 6.918803691864014 (6.880254949842181) | > loss_mel: 17.425588607788086 (17.731150763375418) | > loss_duration: 2.0299274921417236 (2.1011784076690674) | > loss_1: 30.808029174804688 (31.094995089939662) | > grad_norm_1: tensor(100.4146, device='cuda:0') (tensor(79.0667, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3489 (0.36836421489715576) | > loader_time: 0.0029 (0.0031718526567731586)  --> TIME: 2024-06-11 18:11:28 -- STEP: 39/330 -- GLOBAL_STEP: 290000 | > loss_disc: 2.403357744216919 (2.3653202179150705) | > loss_disc_real_0: 0.12127114087343216 (0.10407409024162168) | > loss_disc_real_1: 0.1666654348373413 (0.1987487788383777) | > loss_disc_real_2: 0.22452710568904877 (0.21130359898775053) | > loss_disc_real_3: 0.22720424830913544 (0.22822688290706047) | > loss_disc_real_4: 0.21400317549705505 (0.23145939142276079) | > loss_disc_real_5: 0.17283155024051666 (0.22217513468021002) | > loss_0: 2.403357744216919 (2.3653202179150705) | > grad_norm_0: tensor(8.4129, device='cuda:0') (tensor(7.8886, device='cuda:0')) | > loss_gen: 2.473871946334839 (2.489527702331543) | > loss_kl: 2.053112030029297 (1.9252085318932166) | > loss_feat: 7.42441463470459 (6.969723261319674) | > loss_mel: 17.714662551879883 (17.702657944116833) | > loss_duration: 2.0308613777160645 (2.0325310138555674) | > loss_1: 31.69692039489746 (31.119648175361828) | > grad_norm_1: tensor(113.9885, device='cuda:0') (tensor(81.3831, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3601 (0.36670882273942995) | > loader_time: 0.004 (0.003348637849856646) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_290000.pth  --> TIME: 2024-06-11 18:11:42 -- STEP: 64/330 -- GLOBAL_STEP: 290025 | > loss_disc: 2.264260768890381 (2.363553896546364) | > loss_disc_real_0: 0.08812232315540314 (0.10646543587790801) | > loss_disc_real_1: 0.2049414962530136 (0.1991177778691053) | > loss_disc_real_2: 0.18880516290664673 (0.21066939760930836) | > loss_disc_real_3: 0.208402618765831 (0.229536437895149) | > loss_disc_real_4: 0.21546533703804016 (0.2317962513770908) | > loss_disc_real_5: 0.1958918273448944 (0.22408391418866813) | > loss_0: 2.264260768890381 (2.363553896546364) | > grad_norm_0: tensor(13.9059, device='cuda:0') (tensor(10.3700, device='cuda:0')) | > loss_gen: 2.4928669929504395 (2.488666929304599) | > loss_kl: 1.957943320274353 (1.9213019236922264) | > loss_feat: 7.8854079246521 (7.014796577394009) | > loss_mel: 18.172330856323242 (17.656360894441608) | > loss_duration: 2.0011329650878906 (2.0127108003944167) | > loss_1: 32.509681701660156 (31.093836933374405) | > grad_norm_1: tensor(132.0837, device='cuda:0') (tensor(116.4484, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3742 (0.370378315448761) | > loader_time: 0.0035 (0.0034988559782505035)  --> TIME: 2024-06-11 18:11:51 -- STEP: 89/330 -- GLOBAL_STEP: 290050 | > loss_disc: 2.3810853958129883 (2.3598691559909435) | > loss_disc_real_0: 0.1267985850572586 (0.10753341282853919) | > loss_disc_real_1: 0.16156847774982452 (0.19818233054005693) | > loss_disc_real_2: 0.24350343644618988 (0.2108061167966114) | > loss_disc_real_3: 0.23264236748218536 (0.23052886664197686) | > loss_disc_real_4: 0.2310311198234558 (0.23211642044983552) | > loss_disc_real_5: 0.24978269636631012 (0.22451630988147822) | > loss_0: 2.3810853958129883 (2.3598691559909435) | > grad_norm_0: tensor(16.2408, device='cuda:0') (tensor(10.3540, device='cuda:0')) | > loss_gen: 2.4561004638671875 (2.490699114424458) | > loss_kl: 1.9241628646850586 (1.926959538727664) | > loss_feat: 6.879331588745117 (7.022948902644468) | > loss_mel: 17.79676628112793 (17.634119055244366) | > loss_duration: 2.0226147174835205 (2.00551706217648) | > loss_1: 31.078977584838867 (31.080243507128085) | > grad_norm_1: tensor(216.8994, device='cuda:0') (tensor(117.4217, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.372 (0.36952689792333027) | > loader_time: 0.0045 (0.0036070775449945688)  --> TIME: 2024-06-11 18:12:01 -- STEP: 114/330 -- GLOBAL_STEP: 290075 | > loss_disc: 2.3073058128356934 (2.359137022704409) | > loss_disc_real_0: 0.09956193715333939 (0.1094858449998132) | > loss_disc_real_1: 0.2004161775112152 (0.19723180223975262) | > loss_disc_real_2: 0.2199278175830841 (0.21105945920735075) | > loss_disc_real_3: 0.23086072504520416 (0.22925123755346266) | > loss_disc_real_4: 0.25356996059417725 (0.2308875361555501) | > loss_disc_real_5: 0.21282577514648438 (0.22298246046953035) | > loss_0: 2.3073058128356934 (2.359137022704409) | > grad_norm_0: tensor(7.2529, device='cuda:0') (tensor(10.9571, device='cuda:0')) | > loss_gen: 2.6746811866760254 (2.488314289795725) | > loss_kl: 2.012277364730835 (1.9407147325967486) | > loss_feat: 7.243481636047363 (7.056540706701446) | > loss_mel: 18.18981170654297 (17.6309108232197) | > loss_duration: 2.0237817764282227 (2.0065531908420096) | > loss_1: 32.14403533935547 (31.123033607215213) | > grad_norm_1: tensor(204.7088, device='cuda:0') (tensor(128.8332, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3703 (0.3703701893488566) | > loader_time: 0.0037 (0.0036705878742954185)  --> TIME: 2024-06-11 18:12:11 -- STEP: 139/330 -- GLOBAL_STEP: 290100 | > loss_disc: 2.4141008853912354 (2.362018345071257) | > loss_disc_real_0: 0.16044306755065918 (0.11080786218638901) | > loss_disc_real_1: 0.22048617899417877 (0.19754949072710898) | > loss_disc_real_2: 0.16313408315181732 (0.21184902043222523) | > loss_disc_real_3: 0.2349940836429596 (0.2298913008446316) | > loss_disc_real_4: 0.2201753407716751 (0.23057019539016613) | > loss_disc_real_5: 0.21830786764621735 (0.22290300701161941) | > loss_0: 2.4141008853912354 (2.362018345071257) | > grad_norm_0: tensor(25.7181, device='cuda:0') (tensor(11.8294, device='cuda:0')) | > loss_gen: 2.4881649017333984 (2.486378698897876) | > loss_kl: 1.8463228940963745 (1.9449890183030272) | > loss_feat: 7.121809482574463 (7.049655907445675) | > loss_mel: 17.466106414794922 (17.627727138052737) | > loss_duration: 2.0634336471557617 (2.0108466122647854) | > loss_1: 30.985836029052734 (31.119597290917266) | > grad_norm_1: tensor(352.8395, device='cuda:0') (tensor(139.0933, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3773 (0.37087606183058924) | > loader_time: 0.0041 (0.00372950464701481)  --> TIME: 2024-06-11 18:12:21 -- STEP: 164/330 -- GLOBAL_STEP: 290125 | > loss_disc: 2.4192004203796387 (2.3622571666066245) | > loss_disc_real_0: 0.09935471415519714 (0.11125198422317825) | > loss_disc_real_1: 0.20060203969478607 (0.19748500189403204) | > loss_disc_real_2: 0.18622642755508423 (0.2117003133384193) | > loss_disc_real_3: 0.22302402555942535 (0.22886876216748867) | > loss_disc_real_4: 0.23244869709014893 (0.2306038152153899) | > loss_disc_real_5: 0.21252791583538055 (0.22283357227357423) | > loss_0: 2.4192004203796387 (2.3622571666066245) | > grad_norm_0: tensor(19.3583, device='cuda:0') (tensor(13.5755, device='cuda:0')) | > loss_gen: 2.488539457321167 (2.486371118847917) | > loss_kl: 1.895061731338501 (1.94873743159015) | > loss_feat: 6.863917350769043 (7.0620944238290555) | > loss_mel: 17.545217514038086 (17.624118083860814) | > loss_duration: 2.0855040550231934 (2.0140922752822323) | > loss_1: 30.878238677978516 (31.135413216381536) | > grad_norm_1: tensor(190.6255, device='cuda:0') (tensor(156.8010, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3963 (0.37407907916278366) | > loader_time: 0.0051 (0.0038211592813817466)  --> TIME: 2024-06-11 18:12:31 -- STEP: 189/330 -- GLOBAL_STEP: 290150 | > loss_disc: 2.4090280532836914 (2.3679971278659897) | > loss_disc_real_0: 0.11182858049869537 (0.11306680311207418) | > loss_disc_real_1: 0.18367888033390045 (0.1979299659924532) | > loss_disc_real_2: 0.19529719650745392 (0.21150887406692304) | > loss_disc_real_3: 0.2430887520313263 (0.2301180540096192) | > loss_disc_real_4: 0.26081523299217224 (0.23128082678116188) | > loss_disc_real_5: 0.23594842851161957 (0.22345981143769764) | > loss_0: 2.4090280532836914 (2.3679971278659897) | > grad_norm_0: tensor(16.5110, device='cuda:0') (tensor(15.0061, device='cuda:0')) | > loss_gen: 2.469757556915283 (2.4806398298374552) | > loss_kl: 1.9413889646530151 (1.954841650352276) | > loss_feat: 5.901373863220215 (7.030547570929956) | > loss_mel: 17.477540969848633 (17.580904481272217) | > loss_duration: 2.104116439819336 (2.021768156182829) | > loss_1: 29.89417839050293 (31.068701587656818) | > grad_norm_1: tensor(120.3269, device='cuda:0') (tensor(170.7315, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.3925 (0.3767262501691384) | > loader_time: 0.0049 (0.003910594516330295)  --> TIME: 2024-06-11 18:12:41 -- STEP: 214/330 -- GLOBAL_STEP: 290175 | > loss_disc: 2.415231227874756 (2.370615237227112) | > loss_disc_real_0: 0.10487706959247589 (0.11467690812859023) | > loss_disc_real_1: 0.18175823986530304 (0.19825101838769196) | > loss_disc_real_2: 0.24946340918540955 (0.21215675604120593) | > loss_disc_real_3: 0.25038307905197144 (0.2303716490201861) | > loss_disc_real_4: 0.25061511993408203 (0.23095362327087707) | > loss_disc_real_5: 0.2425483912229538 (0.2230950301495668) | > loss_0: 2.415231227874756 (2.370615237227112) | > grad_norm_0: tensor(39.3680, device='cuda:0') (tensor(16.9012, device='cuda:0')) | > loss_gen: 2.4883673191070557 (2.4777531980354097) | > loss_kl: 1.9301444292068481 (1.963785989819286) | > loss_feat: 6.045295715332031 (7.02642584069867) | > loss_mel: 16.820947647094727 (17.556393070755725) | > loss_duration: 2.1252388954162598 (2.0292186180007787) | > loss_1: 29.409992218017578 (31.05357665659111) | > grad_norm_1: tensor(397.0952, device='cuda:0') (tensor(189.4691, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.4268 (0.3795508870454592) | > loader_time: 0.0049 (0.0040343442809915985)  --> TIME: 2024-06-11 18:12:51 -- STEP: 239/330 -- GLOBAL_STEP: 290200 | > loss_disc: 2.4132959842681885 (2.3703503409190176) | > loss_disc_real_0: 0.1620861142873764 (0.11593944746143649) | > loss_disc_real_1: 0.16996103525161743 (0.19843676698756516) | > loss_disc_real_2: 0.18911342322826385 (0.21216002505693476) | > loss_disc_real_3: 0.22382870316505432 (0.2303729699495946) | > loss_disc_real_4: 0.18551969528198242 (0.23052142435786116) | > loss_disc_real_5: 0.19831056892871857 (0.22250514885870482) | > loss_0: 2.4132959842681885 (2.3703503409190176) | > grad_norm_0: tensor(5.5190, device='cuda:0') (tensor(19.1510, device='cuda:0')) | > loss_gen: 2.4081003665924072 (2.481571504760487) | > loss_kl: 1.8338172435760498 (1.969615348712171) | > loss_feat: 7.28809928894043 (7.023527933463891) | > loss_mel: 17.06365203857422 (17.523840844381816) | > loss_duration: 2.076411247253418 (2.0374838477896837) | > loss_1: 30.670082092285156 (31.036039432222374) | > grad_norm_1: tensor(515.9824, device='cuda:0') (tensor(210.9297, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.4178 (0.38303154582259047) | > loader_time: 0.0053 (0.004168940388507924)  --> TIME: 2024-06-11 18:13:02 -- STEP: 264/330 -- GLOBAL_STEP: 290225 | > loss_disc: 2.5068154335021973 (2.374055652907402) | > loss_disc_real_0: 0.11474595963954926 (0.11669077883672083) | > loss_disc_real_1: 0.21856282651424408 (0.19854974921679858) | > loss_disc_real_2: 0.2045983076095581 (0.21273434043607928) | > loss_disc_real_3: 0.2361411303281784 (0.23045173394634869) | > loss_disc_real_4: 0.2728469967842102 (0.23019754694718303) | > loss_disc_real_5: 0.24582748115062714 (0.2230589030254068) | > loss_0: 2.5068154335021973 (2.374055652907402) | > grad_norm_0: tensor(65.5662, device='cuda:0') (tensor(21.0295, device='cuda:0')) | > loss_gen: 2.5517404079437256 (2.484949111035376) | > loss_kl: 2.017205238342285 (1.9749594416582223) | > loss_feat: 7.102135181427002 (7.035966499285265) | > loss_mel: 16.893184661865234 (17.484376004247963) | > loss_duration: 2.154374599456787 (2.045329117413722) | > loss_1: 30.71864128112793 (31.025580138871163) | > grad_norm_1: tensor(386.9890, device='cuda:0') (tensor(229.3888, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.4351 (0.3872661373832009) | > loader_time: 0.0059 (0.004293637745308155)  --> TIME: 2024-06-11 18:13:14 -- STEP: 289/330 -- GLOBAL_STEP: 290250 | > loss_disc: 2.3535890579223633 (2.3757602722999565) | > loss_disc_real_0: 0.16033580899238586 (0.11766152466715) | > loss_disc_real_1: 0.20433267951011658 (0.1989301476614698) | > loss_disc_real_2: 0.17329436540603638 (0.2127578763813296) | > loss_disc_real_3: 0.21611231565475464 (0.23058587982992812) | > loss_disc_real_4: 0.24908876419067383 (0.23072971274696008) | > loss_disc_real_5: 0.24577558040618896 (0.22312498695916375) | > loss_0: 2.3535890579223633 (2.3757602722999565) | > grad_norm_0: tensor(73.2719, device='cuda:0') (tensor(23.8795, device='cuda:0')) | > loss_gen: 2.468113422393799 (2.4882793715255898) | > loss_kl: 1.9762489795684814 (1.981123367395368) | > loss_feat: 7.244382858276367 (7.046529860645017) | > loss_mel: 16.266592025756836 (17.433375592875237) | > loss_duration: 2.2048401832580566 (2.054922423148237) | > loss_1: 30.16017723083496 (31.004230578465446) | > grad_norm_1: tensor(734.6150, device='cuda:0') (tensor(252.0713, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.4533 (0.3923230270200948) | > loader_time: 0.0061 (0.004450778235201193)  --> TIME: 2024-06-11 18:13:26 -- STEP: 314/330 -- GLOBAL_STEP: 290275 | > loss_disc: 2.3922080993652344 (2.3760218726601594) | > loss_disc_real_0: 0.1010897308588028 (0.11887830487529563) | > loss_disc_real_1: 0.18673911690711975 (0.1991892606494533) | > loss_disc_real_2: 0.20308367908000946 (0.2126180428513296) | > loss_disc_real_3: 0.2011132389307022 (0.23013203686020176) | > loss_disc_real_4: 0.2141295224428177 (0.2306821559360073) | > loss_disc_real_5: 0.22687718272209167 (0.22316457378636503) | > loss_0: 2.3922080993652344 (2.3760218726601594) | > grad_norm_0: tensor(54.1139, device='cuda:0') (tensor(24.8059, device='cuda:0')) | > loss_gen: 2.416696786880493 (2.484728996161443) | > loss_kl: 2.055807113647461 (1.9883199653048425) | > loss_feat: 7.314683437347412 (7.0523058198819495) | > loss_mel: 15.83592700958252 (17.384880977071784) | > loss_duration: 2.2541210651397705 (2.0676674941542794) | > loss_1: 29.877235412597656 (30.977903232452977) | > grad_norm_1: tensor(372.8719, device='cuda:0') (tensor(263.2548, device='cuda:0')) | > current_lr_0: 0.00018526969696107805 | > current_lr_1: 0.00018526969696107805 | > step_time: 0.5365 (0.40066991034586735) | > loader_time: 0.0082 (0.004662329983559386)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.527211904525757 (2.527211904525757) | > loss_disc_real_0: 0.14561447501182556 (0.14561447501182556) | > loss_disc_real_1: 0.2807363271713257 (0.2807363271713257) | > loss_disc_real_2: 0.26493388414382935 (0.26493388414382935) | > loss_disc_real_3: 0.2528897821903229 (0.2528897821903229) | > loss_disc_real_4: 0.2919222116470337 (0.2919222116470337) | > loss_disc_real_5: 0.24216051399707794 (0.24216051399707794) | > loss_0: 2.527211904525757 (2.527211904525757) | > loss_gen: 2.4437623023986816 (2.4437623023986816) | > loss_kl: 2.2106854915618896 (2.2106854915618896) | > loss_feat: 5.77797794342041 (5.77797794342041) | > loss_mel: 14.900604248046875 (14.900604248046875) | > loss_duration: 2.937434196472168 (2.937434196472168) | > loss_1: 28.270462036132812 (28.270462036132812)  --> STEP: 1 | > loss_disc: 2.347939968109131 (2.347939968109131) | > loss_disc_real_0: 0.15635620057582855 (0.15635620057582855) | > loss_disc_real_1: 0.20444391667842865 (0.20444391667842865) | > loss_disc_real_2: 0.24107365310192108 (0.24107365310192108) | > loss_disc_real_3: 0.20962895452976227 (0.20962895452976227) | > loss_disc_real_4: 0.2553839385509491 (0.2553839385509491) | > loss_disc_real_5: 0.2001376897096634 (0.2001376897096634) | > loss_0: 2.347939968109131 (2.347939968109131) | > loss_gen: 2.3445441722869873 (2.3445441722869873) | > loss_kl: 2.9597902297973633 (2.9597902297973633) | > loss_feat: 6.585242748260498 (6.585242748260498) | > loss_mel: 18.633825302124023 (18.633825302124023) | > loss_duration: 2.3584814071655273 (2.3584814071655273) | > loss_1: 32.88188171386719 (32.88188171386719)  --> STEP: 2 | > loss_disc: 2.4715943336486816 (2.4097671508789062) | > loss_disc_real_0: 0.11511744558811188 (0.13573682308197021) | > loss_disc_real_1: 0.19746984541416168 (0.20095688104629517) | > loss_disc_real_2: 0.189621239900589 (0.21534744650125504) | > loss_disc_real_3: 0.3386938273906708 (0.2741613909602165) | > loss_disc_real_4: 0.203804612159729 (0.22959427535533905) | > loss_disc_real_5: 0.24423234164714813 (0.22218501567840576) | > loss_0: 2.4715943336486816 (2.4097671508789062) | > loss_gen: 2.1907527446746826 (2.267648458480835) | > loss_kl: 3.0827796459198 (3.0212849378585815) | > loss_feat: 5.701441764831543 (6.1433422565460205) | > loss_mel: 18.138338088989258 (18.38608169555664) | > loss_duration: 2.4375598430633545 (2.398020625114441) | > loss_1: 31.550870895385742 (32.216376304626465)  --> STEP: 3 | > loss_disc: 2.5432567596435547 (2.454263687133789) | > loss_disc_real_0: 0.15985876321792603 (0.14377746979395548) | > loss_disc_real_1: 0.2614421546459198 (0.2211186389128367) | > loss_disc_real_2: 0.20750805735588074 (0.21273431678613028) | > loss_disc_real_3: 0.25577348470687866 (0.26803208887577057) | > loss_disc_real_4: 0.2674614489078522 (0.2422166665395101) | > loss_disc_real_5: 0.262481153011322 (0.23561706145604452) | > loss_0: 2.5432567596435547 (2.454263687133789) | > loss_gen: 2.2475876808166504 (2.2609615325927734) | > loss_kl: 3.3067312240600586 (3.1164336999257407) | > loss_feat: 4.799357891082764 (5.6953474680582685) | > loss_mel: 16.924489974975586 (17.898884455362957) | > loss_duration: 2.361732006072998 (2.3859244187672934) | > loss_1: 29.6398983001709 (31.357550303141277)  --> STEP: 4 | > loss_disc: 2.5169360637664795 (2.4699317812919617) | > loss_disc_real_0: 0.16785462200641632 (0.1497967578470707) | > loss_disc_real_1: 0.26233965158462524 (0.23142389208078384) | > loss_disc_real_2: 0.21694281697273254 (0.21378644183278084) | > loss_disc_real_3: 0.2712777256965637 (0.26884349808096886) | > loss_disc_real_4: 0.2405676394701004 (0.24180440977215767) | > loss_disc_real_5: 0.2435554414987564 (0.2376016564667225) | > loss_0: 2.5169360637664795 (2.4699317812919617) | > loss_gen: 2.4537129402160645 (2.309149384498596) | > loss_kl: 3.640784978866577 (3.2475215196609497) | > loss_feat: 5.304008960723877 (5.59751284122467) | > loss_mel: 17.785032272338867 (17.870421409606934) | > loss_duration: 2.3579397201538086 (2.378928244113922) | > loss_1: 31.54147720336914 (31.403532028198242)  --> STEP: 5 | > loss_disc: 2.412210464477539 (2.458387517929077) | > loss_disc_real_0: 0.16861292719841003 (0.15355999171733856) | > loss_disc_real_1: 0.25845247507095337 (0.23682960867881775) | > loss_disc_real_2: 0.2626592218875885 (0.22356099784374237) | > loss_disc_real_3: 0.2865174114704132 (0.2723782807588577) | > loss_disc_real_4: 0.24074925482273102 (0.24159337878227233) | > loss_disc_real_5: 0.2279609590768814 (0.23567351698875427) | > loss_0: 2.412210464477539 (2.458387517929077) | > loss_gen: 2.6759798526763916 (2.382515478134155) | > loss_kl: 2.9862310886383057 (3.1952634334564207) | > loss_feat: 5.580496311187744 (5.594109535217285) | > loss_mel: 19.98133659362793 (18.292604446411133) | > loss_duration: 2.383394718170166 (2.379821538925171) | > loss_1: 33.60744094848633 (31.84431381225586)  --> STEP: 6 | > loss_disc: 2.413763999938965 (2.450950264930725) | > loss_disc_real_0: 0.1253218650817871 (0.14885363727808) | > loss_disc_real_1: 0.2127184420824051 (0.23281108091274896) | > loss_disc_real_2: 0.21142929792404175 (0.2215390478571256) | > loss_disc_real_3: 0.22738967835903168 (0.2648801803588867) | > loss_disc_real_4: 0.21961981058120728 (0.23793111741542816) | > loss_disc_real_5: 0.25270527601242065 (0.23851214349269867) | > loss_0: 2.413763999938965 (2.450950264930725) | > loss_gen: 2.3518335819244385 (2.377401828765869) | > loss_kl: 3.1588175296783447 (3.1891891161600747) | > loss_feat: 5.858333587646484 (5.638146877288818) | > loss_mel: 18.551334381103516 (18.335726102193195) | > loss_duration: 2.2116963863372803 (2.3518006801605225) | > loss_1: 32.132015228271484 (31.892264048258465)  --> STEP: 7 | > loss_disc: 2.4957275390625 (2.4573470183781216) | > loss_disc_real_0: 0.11247401684522629 (0.14365654864481517) | > loss_disc_real_1: 0.24451327323913574 (0.23448282267366136) | > loss_disc_real_2: 0.2599589228630066 (0.22702760142939432) | > loss_disc_real_3: 0.2809642255306244 (0.2671779010977064) | > loss_disc_real_4: 0.23145665228366852 (0.2370061938251768) | > loss_disc_real_5: 0.23507153987884521 (0.2380206286907196) | > loss_0: 2.4957275390625 (2.4573470183781216) | > loss_gen: 2.4427542686462402 (2.386737891605922) | > loss_kl: 3.9035732746124268 (3.291243995938982) | > loss_feat: 5.705123424530029 (5.647714955466134) | > loss_mel: 17.04508399963379 (18.151348658970424) | > loss_duration: 2.5414657592773438 (2.3788956914629256) | > loss_1: 31.638002395629883 (31.855940955025808)  --> STEP: 8 | > loss_disc: 2.1801397800445557 (2.422696113586426) | > loss_disc_real_0: 0.1158653050661087 (0.14018264319747686) | > loss_disc_real_1: 0.22097782790660858 (0.23279469832777977) | > loss_disc_real_2: 0.165941059589386 (0.21939178369939327) | > loss_disc_real_3: 0.2073371857404709 (0.25969781167805195) | > loss_disc_real_4: 0.21442849934101105 (0.23418398201465607) | > loss_disc_real_5: 0.2050679475069046 (0.23390154354274273) | > loss_0: 2.1801397800445557 (2.422696113586426) | > loss_gen: 2.807115316390991 (2.439285069704056) | > loss_kl: 3.4632976055145264 (3.3127506971359253) | > loss_feat: 10.29825496673584 (6.229032456874847) | > loss_mel: 19.39206314086914 (18.306437969207764) | > loss_duration: 2.255445957183838 (2.3634644746780396) | > loss_1: 38.21617889404297 (32.650970697402954)  --> STEP: 9 | > loss_disc: 2.4272804260253906 (2.4232054816351996) | > loss_disc_real_0: 0.22855879366397858 (0.1500022154715326) | > loss_disc_real_1: 0.11885838955640793 (0.22013510846429402) | > loss_disc_real_2: 0.2310386747121811 (0.22068588270081413) | > loss_disc_real_3: 0.20689472556114197 (0.25383080210950637) | > loss_disc_real_4: 0.23298302292823792 (0.23405054211616516) | > loss_disc_real_5: 0.23280340433120728 (0.23377952807479435) | > loss_0: 2.4272804260253906 (2.4232054816351996) | > loss_gen: 2.2970051765441895 (2.4234761926862927) | > loss_kl: 2.3263065814971924 (3.2031457953982883) | > loss_feat: 9.859193801879883 (6.6323837174309626) | > loss_mel: 20.665189743041992 (18.56852149963379) | > loss_duration: 2.172931432723999 (2.342294136683146) | > loss_1: 37.32062530517578 (33.169821209377716)  --> STEP: 10 | > loss_disc: 2.3260412216186523 (2.413489055633545) | > loss_disc_real_0: 0.12909182906150818 (0.14791117683053018) | > loss_disc_real_1: 0.2242153137922287 (0.22054312899708747) | > loss_disc_real_2: 0.1850675791501999 (0.21712405234575272) | > loss_disc_real_3: 0.21421509981155396 (0.24986923187971116) | > loss_disc_real_4: 0.1850944459438324 (0.22915493249893187) | > loss_disc_real_5: 0.259540855884552 (0.23635566085577012) | > loss_0: 2.3260412216186523 (2.413489055633545) | > loss_gen: 2.2751553058624268 (2.408644104003906) | > loss_kl: 2.956153392791748 (3.178446555137634) | > loss_feat: 6.556477069854736 (6.62479305267334) | > loss_mel: 16.576168060302734 (18.369286155700685) | > loss_duration: 2.441206932067871 (2.3521854162216185) | > loss_1: 30.805160522460938 (32.93335514068603)  --> STEP: 11 | > loss_disc: 2.257638454437256 (2.399320819161155) | > loss_disc_real_0: 0.11325596272945404 (0.14476070282134143) | > loss_disc_real_1: 0.25510942935943604 (0.22368551993911917) | > loss_disc_real_2: 0.22627775371074677 (0.21795620701529764) | > loss_disc_real_3: 0.2753351330757141 (0.2521843138066205) | > loss_disc_real_4: 0.16215701401233673 (0.22306421263651413) | > loss_disc_real_5: 0.16168753802776337 (0.22956764968958768) | > loss_0: 2.257638454437256 (2.399320819161155) | > loss_gen: 2.5824270248413086 (2.424442551352761) | > loss_kl: 3.206273317337036 (3.1809762607921255) | > loss_feat: 6.955650329589844 (6.654870986938477) | > loss_mel: 17.557621002197266 (18.2954984144731) | > loss_duration: 2.556851625442505 (2.370791435241699) | > loss_1: 32.858821868896484 (32.926579388705164)  --> STEP: 12 | > loss_disc: 2.504298210144043 (2.4080689350763955) | > loss_disc_real_0: 0.1338401734828949 (0.1438506587098042) | > loss_disc_real_1: 0.2162410169839859 (0.22306514469285807) | > loss_disc_real_2: 0.34730464220046997 (0.22873524328072867) | > loss_disc_real_3: 0.2699105143547058 (0.2536614971856276) | > loss_disc_real_4: 0.21433556079864502 (0.22233682498335838) | > loss_disc_real_5: 0.24744439125061035 (0.23105737815300623) | > loss_0: 2.504298210144043 (2.4080689350763955) | > loss_gen: 2.4751830101013184 (2.428670922915141) | > loss_kl: 2.7723374366760254 (3.146923025449117) | > loss_feat: 6.224329948425293 (6.618992567062378) | > loss_mel: 17.260969161987305 (18.209287643432617) | > loss_duration: 2.2841594219207764 (2.363572100798289) | > loss_1: 31.016979217529297 (32.76744604110718)  --> STEP: 13 | > loss_disc: 2.4634571075439453 (2.4123295637277455) | > loss_disc_real_0: 0.07906617969274521 (0.13886723724695352) | > loss_disc_real_1: 0.2382526844739914 (0.22423341698371446) | > loss_disc_real_2: 0.2253873497247696 (0.22847771300719336) | > loss_disc_real_3: 0.3014845550060272 (0.25734019394104296) | > loss_disc_real_4: 0.17870673537254333 (0.21898066424406493) | > loss_disc_real_5: 0.1427958756685257 (0.2242680318080462) | > loss_0: 2.4634571075439453 (2.4123295637277455) | > loss_gen: 2.1847596168518066 (2.409908514756423) | > loss_kl: 3.100065231323242 (3.1433185797471266) | > loss_feat: 6.1006622314453125 (6.5791210027841425) | > loss_mel: 17.697729110717773 (18.16993698706994) | > loss_duration: 2.2137880325317383 (2.35205024939317) | > loss_1: 31.29700469970703 (32.65433516869178)  --> STEP: 14 | > loss_disc: 2.276785373687744 (2.4026478358677457) | > loss_disc_real_0: 0.17789071798324585 (0.14165462872811727) | > loss_disc_real_1: 0.17962585389614105 (0.22104716247745923) | > loss_disc_real_2: 0.20464104413986206 (0.22677509380238398) | > loss_disc_real_3: 0.2490411251783371 (0.2567474033151354) | > loss_disc_real_4: 0.2010168582201004 (0.21769753524235316) | > loss_disc_real_5: 0.17984656989574432 (0.22109507024288177) | > loss_0: 2.276785373687744 (2.4026478358677457) | > loss_gen: 2.397613763809204 (2.409030318260193) | > loss_kl: 3.7798666954040527 (3.18878630229405) | > loss_feat: 6.501588821411133 (6.573582989828927) | > loss_mel: 18.530080795288086 (18.19566154479981) | > loss_duration: 2.392855644226074 (2.354964920452663) | > loss_1: 33.60200500488281 (32.722025871276855)  --> STEP: 15 | > loss_disc: 2.628645181655884 (2.417714325586955) | > loss_disc_real_0: 0.19886964559555054 (0.14546896318594615) | > loss_disc_real_1: 0.2584592401981354 (0.22354130099217098) | > loss_disc_real_2: 0.2313571274280548 (0.22708056271076202) | > loss_disc_real_3: 0.2797546982765198 (0.2582812229792277) | > loss_disc_real_4: 0.17471027374267578 (0.21483171780904134) | > loss_disc_real_5: 0.24081353843212128 (0.22240963478883108) | > loss_0: 2.628645181655884 (2.417714325586955) | > loss_gen: 2.233053684234619 (2.397298542658488) | > loss_kl: 3.5432286262512207 (3.2124157905578614) | > loss_feat: 7.204506874084473 (6.615644582112631) | > loss_mel: 16.933549880981445 (18.111520767211918) | > loss_duration: 2.411843776702881 (2.3587568442026776) | > loss_1: 32.3261833190918 (32.69563636779785)  --> STEP: 16 | > loss_disc: 2.6920320987701416 (2.434859186410904) | > loss_disc_real_0: 0.1383499652147293 (0.1450240258127451) | > loss_disc_real_1: 0.3156600892543793 (0.229298725258559) | > loss_disc_real_2: 0.33271095156669617 (0.2336824620142579) | > loss_disc_real_3: 0.28249481320381165 (0.2597945723682642) | > loss_disc_real_4: 0.22935323417186737 (0.21573931258171797) | > loss_disc_real_5: 0.27844882011413574 (0.22591208387166262) | > loss_0: 2.6920320987701416 (2.434859186410904) | > loss_gen: 2.5036776065826416 (2.4039472341537476) | > loss_kl: 2.3858957290649414 (3.160758286714554) | > loss_feat: 7.930768013000488 (6.697839796543121) | > loss_mel: 16.633258819580078 (18.019129395484928) | > loss_duration: 2.424131393432617 (2.3628427535295486) | > loss_1: 31.877731323242188 (32.64451730251312)  --> STEP: 17 | > loss_disc: 2.3336100578308105 (2.4289033553179573) | > loss_disc_real_0: 0.16944630444049835 (0.14646063043790705) | > loss_disc_real_1: 0.2224365770816803 (0.22889506948344848) | > loss_disc_real_2: 0.2770802974700928 (0.23623527586460114) | > loss_disc_real_3: 0.2626645565032959 (0.25996339496444254) | > loss_disc_real_4: 0.23272404074668884 (0.21673841423848095) | > loss_disc_real_5: 0.24259868264198303 (0.22689364850521088) | > loss_0: 2.3336100578308105 (2.4289033553179573) | > loss_gen: 2.5928544998168945 (2.4150594262515797) | > loss_kl: 2.4138050079345703 (3.1168198585510254) | > loss_feat: 6.2797088623046875 (6.6732438592349785) | > loss_mel: 17.333662033081055 (17.97880778593176) | > loss_duration: 2.401738166809082 (2.3651307190165802) | > loss_1: 31.021766662597656 (32.5490613825181)  --> STEP: 18 | > loss_disc: 2.462874412536621 (2.4307906362745495) | > loss_disc_real_0: 0.11884205043315887 (0.1449262648820877) | > loss_disc_real_1: 0.22167374193668365 (0.22849388461973932) | > loss_disc_real_2: 0.22222396731376648 (0.23545686983399922) | > loss_disc_real_3: 0.18368996679782867 (0.25572598228851956) | > loss_disc_real_4: 0.21156100928783417 (0.2164507806301117) | > loss_disc_real_5: 0.20505674183368683 (0.22568048702345955) | > loss_0: 2.462874412536621 (2.4307906362745495) | > loss_gen: 2.2021126747131348 (2.4032290511661105) | > loss_kl: 2.8343122005462646 (3.101124988661872) | > loss_feat: 7.178793430328369 (6.701329946517944) | > loss_mel: 17.26614761352539 (17.939215554131405) | > loss_duration: 2.25302791595459 (2.358902785513136) | > loss_1: 31.734394073486328 (32.503802087571884)  --> STEP: 19 | > loss_disc: 2.593086004257202 (2.439332497747321) | > loss_disc_real_0: 0.1336212158203125 (0.14433126229988902) | > loss_disc_real_1: 0.28319594264030457 (0.23137294030503222) | > loss_disc_real_2: 0.22705671191215515 (0.23501475625916532) | > loss_disc_real_3: 0.22242918610572815 (0.2539735193315305) | > loss_disc_real_4: 0.19226372241973877 (0.21517777756640785) | > loss_disc_real_5: 0.18525774776935577 (0.22355297443113828) | > loss_0: 2.593086004257202 (2.439332497747321) | > loss_gen: 1.9436681270599365 (2.379041634107891) | > loss_kl: 2.108710527420044 (3.0488926485965124) | > loss_feat: 4.271054267883301 (6.573420700274016) | > loss_mel: 16.66217613220215 (17.872002952977233) | > loss_duration: 2.3341338634490967 (2.3575991580360816) | > loss_1: 27.31974220275879 (32.23095683047646)  --> STEP: 20 | > loss_disc: 2.5878193378448486 (2.4467568397521973) | > loss_disc_real_0: 0.19176441431045532 (0.14670291990041734) | > loss_disc_real_1: 0.23273232579231262 (0.23144090957939625) | > loss_disc_real_2: 0.19610676169395447 (0.23306935653090477) | > loss_disc_real_3: 0.21530893445014954 (0.2520402900874615) | > loss_disc_real_4: 0.19114401936531067 (0.213976089656353) | > loss_disc_real_5: 0.180514857172966 (0.22140106856822966) | > loss_0: 2.5878193378448486 (2.4467568397521973) | > loss_gen: 2.035074472427368 (2.3618432760238646) | > loss_kl: 2.1072545051574707 (3.0018107414245603) | > loss_feat: 5.179540634155273 (6.503726696968078) | > loss_mel: 17.335012435913086 (17.845153427124025) | > loss_duration: 2.3277082443237305 (2.356104612350464) | > loss_1: 28.984588623046875 (32.06863842010498)  --> STEP: 21 | > loss_disc: 2.0449283123016357 (2.427622147968837) | > loss_disc_real_0: 0.12464486807584763 (0.1456525364801997) | > loss_disc_real_1: 0.2633509933948517 (0.23296043738013222) | > loss_disc_real_2: 0.20801575481891632 (0.23187632787795293) | > loss_disc_real_3: 0.2570953965187073 (0.2522810094413303) | > loss_disc_real_4: 0.16531029343605042 (0.21165867078871953) | > loss_disc_real_5: 0.13287630677223206 (0.21718560372080123) | > loss_0: 2.0449283123016357 (2.427622147968837) | > loss_gen: 2.8361780643463135 (2.3844306468963623) | > loss_kl: 2.470027208328247 (2.9764877160390215) | > loss_feat: 7.027011394500732 (6.528645015898205) | > loss_mel: 16.498764038085938 (17.78103964669364) | > loss_duration: 2.172332763671875 (2.3473535719371976) | > loss_1: 31.004314422607422 (32.01795632498605)  --> STEP: 22 | > loss_disc: 2.7289929389953613 (2.4413208202882246) | > loss_disc_real_0: 0.19648809731006622 (0.1479632437906482) | > loss_disc_real_1: 0.31363990902900696 (0.23662768609144472) | > loss_disc_real_2: 0.18640698492527008 (0.2298095395619219) | > loss_disc_real_3: 0.20733587443828583 (0.2502380487593738) | > loss_disc_real_4: 0.2597551941871643 (0.21384487639773975) | > loss_disc_real_5: 0.3039880394935608 (0.22113116898319937) | > loss_0: 2.7289929389953613 (2.4413208202882246) | > loss_gen: 2.0401763916015625 (2.368782726201144) | > loss_kl: 2.491743803024292 (2.9544539018110796) | > loss_feat: 5.009222984313965 (6.459580378098921) | > loss_mel: 13.228079795837402 (17.574086926200174) | > loss_duration: 2.2296433448791504 (2.342003107070923) | > loss_1: 24.998865127563477 (31.69890672510321)  --> STEP: 23 | > loss_disc: 2.7584800720214844 (2.4551103529722793) | > loss_disc_real_0: 0.36419737339019775 (0.1573647276862808) | > loss_disc_real_1: 0.2658997178077698 (0.23790038312258927) | > loss_disc_real_2: 0.2801699936389923 (0.23199912452179453) | > loss_disc_real_3: 0.2905915081501007 (0.25199254699375323) | > loss_disc_real_4: 0.2625066339969635 (0.21596060498901035) | > loss_disc_real_5: 0.2921138405799866 (0.22421737209610318) | > loss_0: 2.7584800720214844 (2.4551103529722793) | > loss_gen: 2.4126687049865723 (2.370690812235293) | > loss_kl: 2.696892261505127 (2.9432555696238643) | > loss_feat: 4.930552959442139 (6.393100925113844) | > loss_mel: 16.25583839416504 (17.51677177263343) | > loss_duration: 2.2905564308166504 (2.3397662950598677) | > loss_1: 28.58650779724121 (31.563585032587472)  --> STEP: 24 | > loss_disc: 2.391960620880127 (2.4524791141351066) | > loss_disc_real_0: 0.13481584191322327 (0.15642519077907005) | > loss_disc_real_1: 0.22978338599205017 (0.23756217490881681) | > loss_disc_real_2: 0.1861332207918167 (0.23008804519971213) | > loss_disc_real_3: 0.2074168622493744 (0.25013522679607075) | > loss_disc_real_4: 0.24788834154605865 (0.21729092734555402) | > loss_disc_real_5: 0.2160436064004898 (0.2238767985254526) | > loss_0: 2.391960620880127 (2.4524791141351066) | > loss_gen: 2.1425390243530273 (2.3611844877401986) | > loss_kl: 1.9213976860046387 (2.9006781578063965) | > loss_feat: 5.146822452545166 (6.341172655423482) | > loss_mel: 17.162151336669922 (17.501995921134952) | > loss_duration: 2.4777212142944336 (2.345514416694641) | > loss_1: 28.850631713867188 (31.450545310974125)  --> STEP: 25 | > loss_disc: 2.2088866233825684 (2.442735414505005) | > loss_disc_real_0: 0.18029168248176575 (0.1573798504471779) | > loss_disc_real_1: 0.19170546531677246 (0.23572790652513503) | > loss_disc_real_2: 0.1640644371509552 (0.22744710087776185) | > loss_disc_real_3: 0.19897955656051636 (0.24808899998664857) | > loss_disc_real_4: 0.12708601355552673 (0.21368273079395295) | > loss_disc_real_5: 0.16904222965240479 (0.2216834157705307) | > loss_0: 2.2088866233825684 (2.442735414505005) | > loss_gen: 2.3534388542175293 (2.360874662399292) | > loss_kl: 2.373830556869507 (2.879604253768921) | > loss_feat: 7.421579360961914 (6.3843889236450195) | > loss_mel: 16.453397750854492 (17.460051994323734) | > loss_duration: 2.370668411254883 (2.346520576477051) | > loss_1: 30.972915649414062 (31.431440124511724)  --> STEP: 26 | > loss_disc: 2.990447521209717 (2.4638012647628784) | > loss_disc_real_0: 0.11358845978975296 (0.15569556619112307) | > loss_disc_real_1: 0.17854785919189453 (0.23352867393539503) | > loss_disc_real_2: 0.17651374638080597 (0.225488125704802) | > loss_disc_real_3: 0.1895940899848938 (0.24583919575581184) | > loss_disc_real_4: 0.12336181849241257 (0.210208849551586) | > loss_disc_real_5: 0.2365710437297821 (0.22225601684588653) | > loss_0: 2.990447521209717 (2.4638012647628784) | > loss_gen: 1.5394612550735474 (2.3292818390406094) | > loss_kl: 2.1617980003356934 (2.851996320944566) | > loss_feat: 9.232658386230469 (6.493937749129075) | > loss_mel: 21.719778060913086 (17.623887612269478) | > loss_duration: 2.280339241027832 (2.3439751404982347) | > loss_1: 36.93403625488281 (31.643078437218303) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024836613581730766 (+0.0002228938616239103) | > avg_loss_disc: 2.4638012647628784 (+0.04517523142007729) | > avg_loss_disc_real_0: 0.15569556619112307 (+0.01659999644527063) | > avg_loss_disc_real_1: 0.23352867393539503 (+0.09566286750710928) | > avg_loss_disc_real_2: 0.225488125704802 (-0.016265595761629253) | > avg_loss_disc_real_3: 0.24583919575581184 (-0.018432343808504253) | > avg_loss_disc_real_4: 0.210208849551586 (-0.015219372338973552) | > avg_loss_disc_real_5: 0.22225601684588653 (-0.0333759899322803) | > avg_loss_0: 2.4638012647628784 (+0.04517523142007729) | > avg_loss_gen: 2.3292818390406094 (-0.02239590883255005) | > avg_loss_kl: 2.851996320944566 (+0.00271908136514476) | > avg_loss_feat: 6.493937749129075 (-0.7781972701732931) | > avg_loss_mel: 17.623887612269478 (-0.2903294563293386) | > avg_loss_duration: 2.3439751404982347 (+0.002195761753962522) | > avg_loss_1: 31.643078437218303 (-1.0860080718994176)  > EPOCH: 613/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:13:55)   --> TIME: 2024-06-11 18:14:00 -- STEP: 9/330 -- GLOBAL_STEP: 290300 | > loss_disc: 2.3277101516723633 (2.33718302514818) | > loss_disc_real_0: 0.10222156345844269 (0.09950199309322569) | > loss_disc_real_1: 0.20093877613544464 (0.1987612032228046) | > loss_disc_real_2: 0.17857566475868225 (0.20897405677371556) | > loss_disc_real_3: 0.24029730260372162 (0.23719135920206705) | > loss_disc_real_4: 0.2527475953102112 (0.23455169631375206) | > loss_disc_real_5: 0.232859805226326 (0.23385153048568302) | > loss_0: 2.3277101516723633 (2.33718302514818) | > grad_norm_0: tensor(7.9255, device='cuda:0') (tensor(6.8463, device='cuda:0')) | > loss_gen: 2.5657076835632324 (2.47721619076199) | > loss_kl: 2.002695322036743 (1.9360525872972276) | > loss_feat: 6.955513954162598 (6.7011769612630205) | > loss_mel: 18.54374122619629 (17.92971356709798) | > loss_duration: 2.090118169784546 (2.141488552093506) | > loss_1: 32.15777587890625 (31.185647540622288) | > grad_norm_1: tensor(60.1594, device='cuda:0') (tensor(78.6673, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3585 (0.36838168568081325) | > loader_time: 0.0033 (0.0030438899993896484)  --> TIME: 2024-06-11 18:14:09 -- STEP: 34/330 -- GLOBAL_STEP: 290325 | > loss_disc: 2.346989870071411 (2.341596000334795) | > loss_disc_real_0: 0.10929469764232635 (0.1068541602615048) | > loss_disc_real_1: 0.22154906392097473 (0.1983657264534165) | > loss_disc_real_2: 0.207126647233963 (0.21182891244397445) | > loss_disc_real_3: 0.2460915595293045 (0.2282012766774963) | > loss_disc_real_4: 0.21691948175430298 (0.2305491378202158) | > loss_disc_real_5: 0.2212950736284256 (0.22356274329564152) | > loss_0: 2.346989870071411 (2.341596000334795) | > grad_norm_0: tensor(11.9094, device='cuda:0') (tensor(8.6921, device='cuda:0')) | > loss_gen: 2.4912595748901367 (2.4935641218634217) | > loss_kl: 1.768035650253296 (1.8926631422603832) | > loss_feat: 7.5611042976379395 (6.951645809061387) | > loss_mel: 17.628591537475586 (17.772860190447638) | > loss_duration: 2.036548614501953 (2.0373369911137753) | > loss_1: 31.485538482666016 (31.148070167092715) | > grad_norm_1: tensor(110.8418, device='cuda:0') (tensor(80.0116, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3634 (0.3625723544289084) | > loader_time: 0.0033 (0.003351730458876666)  --> TIME: 2024-06-11 18:14:18 -- STEP: 59/330 -- GLOBAL_STEP: 290350 | > loss_disc: 2.4052212238311768 (2.3630549665224745) | > loss_disc_real_0: 0.13218200206756592 (0.11011175457703865) | > loss_disc_real_1: 0.23334389925003052 (0.19944170824551982) | > loss_disc_real_2: 0.21048857271671295 (0.2127965117915202) | > loss_disc_real_3: 0.2247803956270218 (0.2295653092659126) | > loss_disc_real_4: 0.23300397396087646 (0.23309440835047576) | > loss_disc_real_5: 0.24410799145698547 (0.2253865187956115) | > loss_0: 2.4052212238311768 (2.3630549665224745) | > grad_norm_0: tensor(9.5779, device='cuda:0') (tensor(10.3961, device='cuda:0')) | > loss_gen: 2.4610671997070312 (2.4762740902981517) | > loss_kl: 2.0446150302886963 (1.9071424270080308) | > loss_feat: 6.65022611618042 (6.9529631178257825) | > loss_mel: 17.06936264038086 (17.72727190437963) | > loss_duration: 1.9624419212341309 (2.012595968731379) | > loss_1: 30.187713623046875 (31.076247360746738) | > grad_norm_1: tensor(122.3368, device='cuda:0') (tensor(108.9556, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3559 (0.3623877339443918) | > loader_time: 0.0033 (0.0033830788175938493)  --> TIME: 2024-06-11 18:14:28 -- STEP: 84/330 -- GLOBAL_STEP: 290375 | > loss_disc: 2.3561081886291504 (2.3583484490712485) | > loss_disc_real_0: 0.1145496740937233 (0.11023028718218916) | > loss_disc_real_1: 0.2037190943956375 (0.19907699596314204) | > loss_disc_real_2: 0.19999466836452484 (0.21237348055555708) | > loss_disc_real_3: 0.23621074855327606 (0.22982699086978323) | > loss_disc_real_4: 0.22852030396461487 (0.2329421630572705) | > loss_disc_real_5: 0.24182161688804626 (0.22416654140466735) | > loss_0: 2.3561081886291504 (2.3583484490712485) | > grad_norm_0: tensor(13.5925, device='cuda:0') (tensor(9.9500, device='cuda:0')) | > loss_gen: 2.4596076011657715 (2.4800210737046746) | > loss_kl: 2.154210090637207 (1.936917510770616) | > loss_feat: 6.784649848937988 (7.030225066911607) | > loss_mel: 17.453041076660156 (17.688658305576865) | > loss_duration: 2.0694637298583984 (2.005336280379977) | > loss_1: 30.92097282409668 (31.14115826288859) | > grad_norm_1: tensor(163.9816, device='cuda:0') (tensor(109.8010, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3635 (0.36643533763431363) | > loader_time: 0.0036 (0.003465252263205392)  --> TIME: 2024-06-11 18:14:37 -- STEP: 109/330 -- GLOBAL_STEP: 290400 | > loss_disc: 2.2967050075531006 (2.359083031295638) | > loss_disc_real_0: 0.11160881817340851 (0.11213164817576014) | > loss_disc_real_1: 0.19164198637008667 (0.198403094613224) | > loss_disc_real_2: 0.20259857177734375 (0.2120626005557699) | > loss_disc_real_3: 0.20680269598960876 (0.22938606908561987) | > loss_disc_real_4: 0.21375547349452972 (0.23149315110587199) | > loss_disc_real_5: 0.21465206146240234 (0.22311651364925805) | > loss_0: 2.2967050075531006 (2.359083031295638) | > grad_norm_0: tensor(16.5198, device='cuda:0') (tensor(9.8372, device='cuda:0')) | > loss_gen: 2.515174627304077 (2.4749727970963233) | > loss_kl: 1.8992079496383667 (1.9488354297952915) | > loss_feat: 6.678365230560303 (7.016069189124151) | > loss_mel: 17.394264221191406 (17.63571763694832) | > loss_duration: 1.9443542957305908 (2.005830805236047) | > loss_1: 30.431365966796875 (31.08142583304589) | > grad_norm_1: tensor(104.8020, device='cuda:0') (tensor(109.4673, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3767 (0.36640351190479525) | > loader_time: 0.0037 (0.0035601121569992207)  --> TIME: 2024-06-11 18:14:47 -- STEP: 134/330 -- GLOBAL_STEP: 290425 | > loss_disc: 2.296679973602295 (2.3660733272780248) | > loss_disc_real_0: 0.10114756226539612 (0.11303785565628935) | > loss_disc_real_1: 0.18064731359481812 (0.19869036016179556) | > loss_disc_real_2: 0.21148473024368286 (0.2126307436334553) | > loss_disc_real_3: 0.22674773633480072 (0.23007690784201693) | > loss_disc_real_4: 0.22076991200447083 (0.23138001905893213) | > loss_disc_real_5: 0.2145446389913559 (0.22306346192733564) | > loss_0: 2.296679973602295 (2.3660733272780248) | > grad_norm_0: tensor(13.1825, device='cuda:0') (tensor(9.5701, device='cuda:0')) | > loss_gen: 2.4736225605010986 (2.4670537639020105) | > loss_kl: 2.0419931411743164 (1.96198044517147) | > loss_feat: 7.516463756561279 (7.008760078629451) | > loss_mel: 17.95089340209961 (17.65768293124525) | > loss_duration: 2.0239484310150146 (2.0092857186474022) | > loss_1: 32.006919860839844 (31.10476283173063) | > grad_norm_1: tensor(215.8330, device='cuda:0') (tensor(107.2239, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.373 (0.3673454861142742) | > loader_time: 0.0046 (0.0036354225073287737)  --> TIME: 2024-06-11 18:14:56 -- STEP: 159/330 -- GLOBAL_STEP: 290450 | > loss_disc: 2.4168825149536133 (2.3686795459603376) | > loss_disc_real_0: 0.09486997127532959 (0.1138310377609055) | > loss_disc_real_1: 0.19924183189868927 (0.19894204349637784) | > loss_disc_real_2: 0.21084019541740417 (0.21184391251899912) | > loss_disc_real_3: 0.22246773540973663 (0.23059303955461993) | > loss_disc_real_4: 0.2586190402507782 (0.2319453036260305) | > loss_disc_real_5: 0.25875261425971985 (0.2239683060526098) | > loss_0: 2.4168825149536133 (2.3686795459603376) | > grad_norm_0: tensor(14.5538, device='cuda:0') (tensor(10.3530, device='cuda:0')) | > loss_gen: 2.389282703399658 (2.466428257384391) | > loss_kl: 2.0601181983947754 (1.9693541849184337) | > loss_feat: 7.29970645904541 (6.983066762768248) | > loss_mel: 17.831560134887695 (17.633022128411035) | > loss_duration: 2.0288920402526855 (2.012597791053963) | > loss_1: 31.609560012817383 (31.064469055559652) | > grad_norm_1: tensor(188.3266, device='cuda:0') (tensor(120.0883, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3694 (0.3687131989676997) | > loader_time: 0.0045 (0.0037269892182740026)  --> TIME: 2024-06-11 18:15:06 -- STEP: 184/330 -- GLOBAL_STEP: 290475 | > loss_disc: 2.301147699356079 (2.3712932622951017) | > loss_disc_real_0: 0.09173856675624847 (0.1156040429259124) | > loss_disc_real_1: 0.17624443769454956 (0.19852900432179807) | > loss_disc_real_2: 0.20539367198944092 (0.21182411617558936) | > loss_disc_real_3: 0.23704737424850464 (0.23076252104795497) | > loss_disc_real_4: 0.227301687002182 (0.23203028657514116) | > loss_disc_real_5: 0.20272642374038696 (0.22363354111819164) | > loss_0: 2.301147699356079 (2.3712932622951017) | > grad_norm_0: tensor(34.3304, device='cuda:0') (tensor(12.0366, device='cuda:0')) | > loss_gen: 2.4144256114959717 (2.4623249924701214) | > loss_kl: 2.1381773948669434 (1.9745999192414077) | > loss_feat: 6.693345546722412 (6.963420950848123) | > loss_mel: 16.989789962768555 (17.58758997917173) | > loss_duration: 2.041550397872925 (2.0194473473922057) | > loss_1: 30.277286529541016 (31.007383108139038) | > grad_norm_1: tensor(464.6568, device='cuda:0') (tensor(137.9028, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.3809 (0.37048038321992616) | > loader_time: 0.0046 (0.0038404672042183256)  --> TIME: 2024-06-11 18:15:16 -- STEP: 209/330 -- GLOBAL_STEP: 290500 | > loss_disc: 2.2761101722717285 (2.3702477872656864) | > loss_disc_real_0: 0.11913362145423889 (0.11624844846400348) | > loss_disc_real_1: 0.2055070847272873 (0.19882998918517358) | > loss_disc_real_2: 0.21559128165245056 (0.21191184721780165) | > loss_disc_real_3: 0.21705541014671326 (0.2303953361140484) | > loss_disc_real_4: 0.2339068502187729 (0.2312677784256958) | > loss_disc_real_5: 0.24239879846572876 (0.22344283638388346) | > loss_0: 2.2761101722717285 (2.3702477872656864) | > grad_norm_0: tensor(36.8810, device='cuda:0') (tensor(14.5108, device='cuda:0')) | > loss_gen: 2.6172375679016113 (2.4703735597966414) | > loss_kl: 2.0287487506866455 (1.9762817153519991) | > loss_feat: 7.968417167663574 (6.983290400801663) | > loss_mel: 16.948657989501953 (17.558785333587778) | > loss_duration: 2.1095662117004395 (2.0269901900770555) | > loss_1: 31.672626495361328 (31.015721152273663) | > grad_norm_1: tensor(341.9838, device='cuda:0') (tensor(159.6919, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.431 (0.37428080864500196) | > loader_time: 0.0047 (0.003971348538923491) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_290500.pth  --> TIME: 2024-06-11 18:15:31 -- STEP: 234/330 -- GLOBAL_STEP: 290525 | > loss_disc: 2.409515857696533 (2.370450405993013) | > loss_disc_real_0: 0.24177071452140808 (0.11795110086727346) | > loss_disc_real_1: 0.22396743297576904 (0.19904224154276728) | > loss_disc_real_2: 0.18769650161266327 (0.21161337196826935) | > loss_disc_real_3: 0.2262694239616394 (0.23046939667218772) | > loss_disc_real_4: 0.23098957538604736 (0.2310230116176809) | > loss_disc_real_5: 0.22446373105049133 (0.22270711320332992) | > loss_0: 2.409515857696533 (2.370450405993013) | > grad_norm_0: tensor(28.4656, device='cuda:0') (tensor(17.6408, device='cuda:0')) | > loss_gen: 2.3726706504821777 (2.4783796092383903) | > loss_kl: 1.916448712348938 (1.9796827058506827) | > loss_feat: 6.613880157470703 (6.989435945820604) | > loss_mel: 16.92995262145996 (17.51411987369895) | > loss_duration: 2.0932247638702393 (2.03548286918901) | > loss_1: 29.926177978515625 (30.997100993099377) | > grad_norm_1: tensor(481.8780, device='cuda:0') (tensor(186.9086, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.4234 (0.3796248323897011) | > loader_time: 0.0057 (0.0041555115300366)  --> TIME: 2024-06-11 18:15:42 -- STEP: 259/330 -- GLOBAL_STEP: 290550 | > loss_disc: 2.3075921535491943 (2.370770679017291) | > loss_disc_real_0: 0.10737603902816772 (0.11878855489050559) | > loss_disc_real_1: 0.18310053646564484 (0.19857322099586253) | > loss_disc_real_2: 0.20834386348724365 (0.2115456209909962) | > loss_disc_real_3: 0.18506459891796112 (0.23009029830514693) | > loss_disc_real_4: 0.2161622941493988 (0.23122429680870307) | > loss_disc_real_5: 0.217123880982399 (0.2230781731573311) | > loss_0: 2.3075921535491943 (2.370770679017291) | > grad_norm_0: tensor(8.1439, device='cuda:0') (tensor(18.0912, device='cuda:0')) | > loss_gen: 2.463251829147339 (2.474311385835922) | > loss_kl: 1.9689738750457764 (1.9822986512570768) | > loss_feat: 7.335021018981934 (7.000449918872141) | > loss_mel: 16.861703872680664 (17.481867256311826) | > loss_duration: 2.1474437713623047 (2.043147823525213) | > loss_1: 30.77639389038086 (30.982074980570083) | > grad_norm_1: tensor(186.2413, device='cuda:0') (tensor(194.9806, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.4317 (0.38457601687162535) | > loader_time: 0.006 (0.0043096790902863134)  --> TIME: 2024-06-11 18:15:54 -- STEP: 284/330 -- GLOBAL_STEP: 290575 | > loss_disc: 2.4451794624328613 (2.3726578329650447) | > loss_disc_real_0: 0.10080556571483612 (0.11943514267323722) | > loss_disc_real_1: 0.20415231585502625 (0.19895082423594637) | > loss_disc_real_2: 0.22197458148002625 (0.21165656387596066) | > loss_disc_real_3: 0.22728030383586884 (0.2300889452683254) | > loss_disc_real_4: 0.27253928780555725 (0.23119409802094312) | > loss_disc_real_5: 0.2536166310310364 (0.22320243642783502) | > loss_0: 2.4451794624328613 (2.3726578329650447) | > grad_norm_0: tensor(10.5720, device='cuda:0') (tensor(18.6339, device='cuda:0')) | > loss_gen: 2.4893791675567627 (2.4704233575874675) | > loss_kl: 1.876541018486023 (1.984976030991111) | > loss_feat: 7.262557506561279 (6.991871024521304) | > loss_mel: 17.413270950317383 (17.421905977625233) | > loss_duration: 2.163003921508789 (2.0525484832239833) | > loss_1: 31.20475196838379 (30.921724816443216) | > grad_norm_1: tensor(130.3784, device='cuda:0') (tensor(203.4269, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.4369 (0.38939103190328034) | > loader_time: 0.0068 (0.004459819323580031)  --> TIME: 2024-06-11 18:16:06 -- STEP: 309/330 -- GLOBAL_STEP: 290600 | > loss_disc: 2.417530059814453 (2.3739464560758714) | > loss_disc_real_0: 0.151239275932312 (0.12043326553017576) | > loss_disc_real_1: 0.1904139518737793 (0.19904727843201273) | > loss_disc_real_2: 0.196394681930542 (0.21186013061637632) | > loss_disc_real_3: 0.2512771189212799 (0.23009085081348912) | > loss_disc_real_4: 0.25460582971572876 (0.23119736547223188) | > loss_disc_real_5: 0.2259434312582016 (0.2229782392581304) | > loss_0: 2.417530059814453 (2.3739464560758714) | > grad_norm_0: tensor(53.3262, device='cuda:0') (tensor(19.4411, device='cuda:0')) | > loss_gen: 2.484938383102417 (2.4674991465695104) | > loss_kl: 1.965725302696228 (1.987919021964459) | > loss_feat: 6.833772659301758 (7.00391806136443) | > loss_mel: 16.657516479492188 (17.363887036888343) | > loss_duration: 2.2210211753845215 (2.063940241884646) | > loss_1: 30.162973403930664 (30.887163464691263) | > grad_norm_1: tensor(303.5176, device='cuda:0') (tensor(213.0161, device='cuda:0')) | > current_lr_0: 0.0001852465382489579 | > current_lr_1: 0.0001852465382489579 | > step_time: 0.4905 (0.3962347276002459) | > loader_time: 0.0072 (0.004638091645966071)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6129331588745117 (2.6129331588745117) | > loss_disc_real_0: 0.14597949385643005 (0.14597949385643005) | > loss_disc_real_1: 0.29081276059150696 (0.29081276059150696) | > loss_disc_real_2: 0.2519984543323517 (0.2519984543323517) | > loss_disc_real_3: 0.22701086103916168 (0.22701086103916168) | > loss_disc_real_4: 0.28010210394859314 (0.28010210394859314) | > loss_disc_real_5: 0.26689258217811584 (0.26689258217811584) | > loss_0: 2.6129331588745117 (2.6129331588745117) | > loss_gen: 2.347996234893799 (2.347996234893799) | > loss_kl: 2.491889715194702 (2.491889715194702) | > loss_feat: 7.0785980224609375 (7.0785980224609375) | > loss_mel: 15.970906257629395 (15.970906257629395) | > loss_duration: 3.132175922393799 (3.132175922393799) | > loss_1: 31.021564483642578 (31.021564483642578)  --> STEP: 1 | > loss_disc: 2.284531831741333 (2.284531831741333) | > loss_disc_real_0: 0.03029802441596985 (0.03029802441596985) | > loss_disc_real_1: 0.15393824875354767 (0.15393824875354767) | > loss_disc_real_2: 0.14593297243118286 (0.14593297243118286) | > loss_disc_real_3: 0.259560763835907 (0.259560763835907) | > loss_disc_real_4: 0.27374622225761414 (0.27374622225761414) | > loss_disc_real_5: 0.1583913117647171 (0.1583913117647171) | > loss_0: 2.284531831741333 (2.284531831741333) | > loss_gen: 2.12646746635437 (2.12646746635437) | > loss_kl: 3.5523343086242676 (3.5523343086242676) | > loss_feat: 8.709668159484863 (8.709668159484863) | > loss_mel: 18.657764434814453 (18.657764434814453) | > loss_duration: 2.4144554138183594 (2.4144554138183594) | > loss_1: 35.460689544677734 (35.460689544677734)  --> STEP: 2 | > loss_disc: 2.3750979900360107 (2.329814910888672) | > loss_disc_real_0: 0.05955176427960396 (0.0449248943477869) | > loss_disc_real_1: 0.27114248275756836 (0.21254036575555801) | > loss_disc_real_2: 0.2211286723613739 (0.18353082239627838) | > loss_disc_real_3: 0.1979815661907196 (0.2287711650133133) | > loss_disc_real_4: 0.2408219575881958 (0.25728408992290497) | > loss_disc_real_5: 0.23241612315177917 (0.19540371745824814) | > loss_0: 2.3750979900360107 (2.329814910888672) | > loss_gen: 2.190523624420166 (2.158495545387268) | > loss_kl: 3.0773558616638184 (3.314845085144043) | > loss_feat: 5.108025550842285 (6.908846855163574) | > loss_mel: 19.01173973083496 (18.834752082824707) | > loss_duration: 2.4571890830993652 (2.4358222484588623) | > loss_1: 31.844833374023438 (33.652761459350586)  --> STEP: 3 | > loss_disc: 2.352112054824829 (2.337247292200724) | > loss_disc_real_0: 0.05763765797019005 (0.04916248222192129) | > loss_disc_real_1: 0.16279123723506927 (0.1959573229153951) | > loss_disc_real_2: 0.23879848420619965 (0.2019533763329188) | > loss_disc_real_3: 0.222357839345932 (0.22663338979085287) | > loss_disc_real_4: 0.2770208418369293 (0.26386300722757977) | > loss_disc_real_5: 0.26235389709472656 (0.21772044400374094) | > loss_0: 2.352112054824829 (2.337247292200724) | > loss_gen: 2.2413086891174316 (2.1860999266306558) | > loss_kl: 3.736841917037964 (3.45551069577535) | > loss_feat: 6.004739284515381 (6.60747766494751) | > loss_mel: 18.38177490234375 (18.683759689331055) | > loss_duration: 2.294193744659424 (2.388612747192383) | > loss_1: 32.65885925292969 (33.32146072387695)  --> STEP: 4 | > loss_disc: 2.352633237838745 (2.3410937786102295) | > loss_disc_real_0: 0.10352756828069687 (0.06275375373661518) | > loss_disc_real_1: 0.21875108778476715 (0.2016557641327381) | > loss_disc_real_2: 0.18795496225357056 (0.19845377281308174) | > loss_disc_real_3: 0.11904757469892502 (0.1997369360178709) | > loss_disc_real_4: 0.1539749801158905 (0.23639100044965744) | > loss_disc_real_5: 0.1355343461036682 (0.19717391952872276) | > loss_0: 2.352633237838745 (2.3410937786102295) | > loss_gen: 2.056307554244995 (2.1536518335342407) | > loss_kl: 3.2965803146362305 (3.41577810049057) | > loss_feat: 7.651629447937012 (6.868515610694885) | > loss_mel: 18.092113494873047 (18.535848140716553) | > loss_duration: 2.2975687980651855 (2.3658517599105835) | > loss_1: 33.39419937133789 (33.33964538574219)  --> STEP: 5 | > loss_disc: 2.2781307697296143 (2.3285011768341066) | > loss_disc_real_0: 0.16761882603168488 (0.08372676819562912) | > loss_disc_real_1: 0.23794366419315338 (0.20891334414482116) | > loss_disc_real_2: 0.1329842507839203 (0.18535986840724944) | > loss_disc_real_3: 0.1611194908618927 (0.19201344698667527) | > loss_disc_real_4: 0.20243710279464722 (0.2296002209186554) | > loss_disc_real_5: 0.26552796363830566 (0.21084472835063933) | > loss_0: 2.2781307697296143 (2.3285011768341066) | > loss_gen: 2.460757255554199 (2.2150729179382322) | > loss_kl: 3.170685291290283 (3.3667595386505127) | > loss_feat: 5.5537943840026855 (6.605571365356445) | > loss_mel: 17.27870750427246 (18.284420013427734) | > loss_duration: 2.4057459831237793 (2.3738306045532225) | > loss_1: 30.86968994140625 (32.845654296875)  --> STEP: 6 | > loss_disc: 2.417288303375244 (2.3432990312576294) | > loss_disc_real_0: 0.12640832364559174 (0.0908403607706229) | > loss_disc_real_1: 0.31304508447647095 (0.22626863420009613) | > loss_disc_real_2: 0.17952527105808258 (0.18438743551572165) | > loss_disc_real_3: 0.22924239933490753 (0.19821827237804732) | > loss_disc_real_4: 0.2363467663526535 (0.2307246451576551) | > loss_disc_real_5: 0.1857687383890152 (0.20666539669036865) | > loss_0: 2.417288303375244 (2.3432990312576294) | > loss_gen: 2.322497606277466 (2.232977032661438) | > loss_kl: 2.6818313598632812 (3.252604842185974) | > loss_feat: 7.3122172355651855 (6.723345677057902) | > loss_mel: 18.315114974975586 (18.289535840352375) | > loss_duration: 2.1926827430725098 (2.343639294306437) | > loss_1: 32.824344635009766 (32.842102686564125)  --> STEP: 7 | > loss_disc: 2.4457578659057617 (2.357936007635934) | > loss_disc_real_0: 0.15300068259239197 (0.09972040674516133) | > loss_disc_real_1: 0.2757742404937744 (0.2333408636706216) | > loss_disc_real_2: 0.2088046669960022 (0.187875611441476) | > loss_disc_real_3: 0.22223898768424988 (0.20164980313607625) | > loss_disc_real_4: 0.2680295407772064 (0.23605391596044814) | > loss_disc_real_5: 0.21799950301647186 (0.2082845547369548) | > loss_0: 2.4457578659057617 (2.357936007635934) | > loss_gen: 2.4525907039642334 (2.264350414276123) | > loss_kl: 3.9515113830566406 (3.3524486337389265) | > loss_feat: 6.84616756439209 (6.740891660962786) | > loss_mel: 17.598800659179688 (18.190859385899135) | > loss_duration: 2.470952272415161 (2.3618268626076833) | > loss_1: 33.32002258300781 (32.91037695748465)  --> STEP: 8 | > loss_disc: 2.3923168182373047 (2.3622336089611053) | > loss_disc_real_0: 0.11438758671283722 (0.10155380424112082) | > loss_disc_real_1: 0.24755710363388062 (0.23511789366602898) | > loss_disc_real_2: 0.15118525922298431 (0.18328931741416454) | > loss_disc_real_3: 0.21694554388523102 (0.2035617707297206) | > loss_disc_real_4: 0.21136099100112915 (0.23296730034053326) | > loss_disc_real_5: 0.2078845500946045 (0.20823455415666103) | > loss_0: 2.3923168182373047 (2.3622336089611053) | > loss_gen: 2.300973415374756 (2.268928289413452) | > loss_kl: 2.8242714405059814 (3.2864264845848083) | > loss_feat: 10.058232307434082 (7.155559241771698) | > loss_mel: 17.094497680664062 (18.05381417274475) | > loss_duration: 2.27994966506958 (2.3515922129154205) | > loss_1: 34.55792236328125 (33.11632013320923)  --> STEP: 9 | > loss_disc: 2.4235243797302246 (2.3690436946021185) | > loss_disc_real_0: 0.2205071896314621 (0.11477084706226985) | > loss_disc_real_1: 0.23499253392219543 (0.23510396480560303) | > loss_disc_real_2: 0.21297714114189148 (0.1865879644950231) | > loss_disc_real_3: 0.22119474411010742 (0.205520989994208) | > loss_disc_real_4: 0.2086959183216095 (0.2302704801162084) | > loss_disc_real_5: 0.1970646232366562 (0.20699345072110495) | > loss_0: 2.4235243797302246 (2.3690436946021185) | > loss_gen: 2.340325117111206 (2.2768612702687583) | > loss_kl: 2.958514451980591 (3.2499918142954507) | > loss_feat: 8.54176139831543 (7.30958170360989) | > loss_mel: 18.55929183959961 (18.109978357950848) | > loss_duration: 2.197175979614258 (2.3344348536597357) | > loss_1: 34.597068786621094 (33.280847761366104)  --> STEP: 10 | > loss_disc: 2.6902334690093994 (2.4011626720428465) | > loss_disc_real_0: 0.23615023493766785 (0.12690878584980964) | > loss_disc_real_1: 0.28455910086631775 (0.2400494784116745) | > loss_disc_real_2: 0.19533446431159973 (0.18746261447668075) | > loss_disc_real_3: 0.22289924323558807 (0.20725881531834603) | > loss_disc_real_4: 0.23235614597797394 (0.23047904670238495) | > loss_disc_real_5: 0.22991521656513214 (0.20928562730550765) | > loss_0: 2.6902334690093994 (2.4011626720428465) | > loss_gen: 2.019529342651367 (2.251128077507019) | > loss_kl: 2.892894744873047 (3.2142821073532106) | > loss_feat: 4.646817207336426 (7.043305253982544) | > loss_mel: 13.969184875488281 (17.69589900970459) | > loss_duration: 2.3509082794189453 (2.336082196235657) | > loss_1: 25.87933349609375 (32.54069633483887)  --> STEP: 11 | > loss_disc: 2.503913640975952 (2.4105036692185835) | > loss_disc_real_0: 0.14272409677505493 (0.12834654138846832) | > loss_disc_real_1: 0.25490301847457886 (0.2413998002355749) | > loss_disc_real_2: 0.20697246491909027 (0.18923623724417252) | > loss_disc_real_3: 0.20527903735637665 (0.20707883550362152) | > loss_disc_real_4: 0.19042529165744781 (0.2268377962437543) | > loss_disc_real_5: 0.17539487779140472 (0.20620465007695285) | > loss_0: 2.503913640975952 (2.4105036692185835) | > loss_gen: 2.0567281246185303 (2.2334553545171563) | > loss_kl: 3.8360555171966553 (3.2708069627935235) | > loss_feat: 5.924906253814697 (6.9416326176036485) | > loss_mel: 16.62651824951172 (17.598682576959785) | > loss_duration: 2.4522430896759033 (2.3466422774574975) | > loss_1: 30.896451950073242 (32.391219572587445)  --> STEP: 12 | > loss_disc: 2.67277455329895 (2.4323595762252808) | > loss_disc_real_0: 0.1218898817896843 (0.12780848642190298) | > loss_disc_real_1: 0.27738404273986816 (0.24439848711093268) | > loss_disc_real_2: 0.2882012724876404 (0.19748332351446152) | > loss_disc_real_3: 0.18399785459041595 (0.20515542042752108) | > loss_disc_real_4: 0.18844537436962128 (0.22363842775424322) | > loss_disc_real_5: 0.1558830738067627 (0.20201118538777033) | > loss_0: 2.67277455329895 (2.4323595762252808) | > loss_gen: 2.0322794914245605 (2.21669069925944) | > loss_kl: 3.151534080505371 (3.2608675559361777) | > loss_feat: 5.570964813232422 (6.827410300572713) | > loss_mel: 18.292285919189453 (17.656482855478924) | > loss_duration: 2.298950672149658 (2.3426679770151777) | > loss_1: 31.34601593017578 (32.30411926905314)  --> STEP: 13 | > loss_disc: 2.3419511318206787 (2.4254050805018497) | > loss_disc_real_0: 0.09863629192113876 (0.12556447146030572) | > loss_disc_real_1: 0.25774455070495605 (0.245425107387396) | > loss_disc_real_2: 0.2156032919883728 (0.19887716724322393) | > loss_disc_real_3: 0.16458474099636078 (0.20203459893281644) | > loss_disc_real_4: 0.16722959280014038 (0.2192992866039276) | > loss_disc_real_5: 0.17575789988040924 (0.1999917018872041) | > loss_0: 2.3419511318206787 (2.4254050805018497) | > loss_gen: 2.3211817741394043 (2.2247284742502065) | > loss_kl: 3.360278367996216 (3.2685145414792576) | > loss_feat: 7.7783589363098145 (6.900560195629414) | > loss_mel: 16.545108795166016 (17.57099254314716) | > loss_duration: 2.287773609161377 (2.338445333334116) | > loss_1: 32.292701721191406 (32.3032409961407)  --> STEP: 14 | > loss_disc: 2.570596218109131 (2.435775876045227) | > loss_disc_real_0: 0.11698213219642639 (0.12495144722717148) | > loss_disc_real_1: 0.27443748712539673 (0.24749742022582463) | > loss_disc_real_2: 0.2035406082868576 (0.19921027017491205) | > loss_disc_real_3: 0.26350757479667664 (0.20642552578023501) | > loss_disc_real_4: 0.23184658586978912 (0.22019552226577485) | > loss_disc_real_5: 0.2757503390312195 (0.20540303311177663) | > loss_0: 2.570596218109131 (2.435775876045227) | > loss_gen: 2.150524139404297 (2.219428164618356) | > loss_kl: 3.683542013168335 (3.29815936088562) | > loss_feat: 6.104900360107422 (6.843727350234985) | > loss_mel: 16.382081985473633 (17.486070360456193) | > loss_duration: 2.3821797370910645 (2.341569219316755) | > loss_1: 30.703227996826172 (32.18895435333252)  --> STEP: 15 | > loss_disc: 2.4578397274017334 (2.437246799468994) | > loss_disc_real_0: 0.17686019837856293 (0.12841203063726425) | > loss_disc_real_1: 0.2817862927913666 (0.24978334506352742) | > loss_disc_real_2: 0.2130400836467743 (0.20013225773970286) | > loss_disc_real_3: 0.19767113029956818 (0.20584189941485723) | > loss_disc_real_4: 0.19723525643348694 (0.21866483787695568) | > loss_disc_real_5: 0.20733880996704102 (0.20553208490212757) | > loss_0: 2.4578397274017334 (2.437246799468994) | > loss_gen: 2.2485320568084717 (2.221368424097697) | > loss_kl: 3.6352105140686035 (3.320629437764486) | > loss_feat: 6.715832710266113 (6.835201040903727) | > loss_mel: 17.379785537719727 (17.478984705607097) | > loss_duration: 2.3597421646118164 (2.3427807490030923) | > loss_1: 32.33910369873047 (32.198964309692386)  --> STEP: 16 | > loss_disc: 2.647887945175171 (2.45041187107563) | > loss_disc_real_0: 0.1912021040916443 (0.132336410228163) | > loss_disc_real_1: 0.2725338339805603 (0.251205250620842) | > loss_disc_real_2: 0.2072819173336029 (0.2005791114643216) | > loss_disc_real_3: 0.22615882754325867 (0.20711170742288232) | > loss_disc_real_4: 0.19887906312942505 (0.217428226955235) | > loss_disc_real_5: 0.20914697647094727 (0.20575801562517881) | > loss_0: 2.647887945175171 (2.45041187107563) | > loss_gen: 1.975311040878296 (2.2059898376464844) | > loss_kl: 3.3548803329467773 (3.322770118713379) | > loss_feat: 6.7377166748046875 (6.829108268022537) | > loss_mel: 14.263666152954102 (17.278027296066284) | > loss_duration: 2.399137020111084 (2.346303015947342) | > loss_1: 28.730710983276367 (31.982198476791385)  --> STEP: 17 | > loss_disc: 2.555527925491333 (2.456595168394201) | > loss_disc_real_0: 0.15543115139007568 (0.13369492441415787) | > loss_disc_real_1: 0.22298921644687653 (0.24954548390472636) | > loss_disc_real_2: 0.26056623458862305 (0.2041077657657511) | > loss_disc_real_3: 0.23711098730564117 (0.20887637094539754) | > loss_disc_real_4: 0.29456692934036255 (0.22196579768377192) | > loss_disc_real_5: 0.3317117691040039 (0.21316705994746266) | > loss_0: 2.555527925491333 (2.456595168394201) | > loss_gen: 2.4509782791137695 (2.2204009224386776) | > loss_kl: 2.498042583465576 (3.2742567342870377) | > loss_feat: 5.509478569030762 (6.751482991611256) | > loss_mel: 17.202880859375 (17.273606917437384) | > loss_duration: 2.4499614238739014 (2.3524005693547867) | > loss_1: 30.11134147644043 (31.87214806500603)  --> STEP: 18 | > loss_disc: 2.1915628910064697 (2.4418711529837713) | > loss_disc_real_0: 0.04792550951242447 (0.12892995691961712) | > loss_disc_real_1: 0.1404787003993988 (0.2434862181544304) | > loss_disc_real_2: 0.16308891773223877 (0.20182894087500042) | > loss_disc_real_3: 0.15241146087646484 (0.2057394314971235) | > loss_disc_real_4: 0.17337359488010406 (0.21926623086134592) | > loss_disc_real_5: 0.13425388932228088 (0.20878299491273034) | > loss_0: 2.1915628910064697 (2.4418711529837713) | > loss_gen: 2.0430638790130615 (2.2105488644705877) | > loss_kl: 2.3516669273376465 (3.2230017450120716) | > loss_feat: 9.749246597290039 (6.918025414148967) | > loss_mel: 18.77143669128418 (17.356819682651096) | > loss_duration: 2.2138261795043945 (2.344701992140876) | > loss_1: 35.12923812866211 (32.05309751298692)  --> STEP: 19 | > loss_disc: 2.805739641189575 (2.4610221260472347) | > loss_disc_real_0: 0.17876161634922028 (0.13155267583696464) | > loss_disc_real_1: 0.2831077575683594 (0.24557156233411087) | > loss_disc_real_2: 0.22574780881404877 (0.20308782866126612) | > loss_disc_real_3: 0.22248296439647675 (0.20662067007077367) | > loss_disc_real_4: 0.23155835270881653 (0.21991318464279175) | > loss_disc_real_5: 0.20835518836975098 (0.2087604787788893) | > loss_0: 2.805739641189575 (2.4610221260472347) | > loss_gen: 1.9118142127990723 (2.1948259880668237) | > loss_kl: 2.2953550815582275 (3.1741782364092375) | > loss_feat: 5.630320072174072 (6.850251448781867) | > loss_mel: 15.840311050415039 (17.2770034388492) | > loss_duration: 2.338438034057617 (2.3443723101364937) | > loss_1: 28.016239166259766 (31.84063128421181)  --> STEP: 20 | > loss_disc: 2.2821011543273926 (2.4520760774612427) | > loss_disc_real_0: 0.12656158208847046 (0.13130312114953993) | > loss_disc_real_1: 0.25545671582221985 (0.24606582000851632) | > loss_disc_real_2: 0.18158571422100067 (0.20201272293925285) | > loss_disc_real_3: 0.233072891831398 (0.2079432811588049) | > loss_disc_real_4: 0.1975037306547165 (0.21879271194338798) | > loss_disc_real_5: 0.1495443433523178 (0.20579967200756072) | > loss_0: 2.2821011543273926 (2.4520760774612427) | > loss_gen: 2.295161247253418 (2.1998427510261536) | > loss_kl: 2.5135810375213623 (3.1411483764648436) | > loss_feat: 3.9495558738708496 (6.705216670036316) | > loss_mel: 16.62055778503418 (17.244181156158447) | > loss_duration: 2.285937786102295 (2.341450583934784) | > loss_1: 27.664794921875 (31.63183946609497)  --> STEP: 21 | > loss_disc: 2.2261407375335693 (2.441317251750401) | > loss_disc_real_0: 0.10971450805664062 (0.13027509195463996) | > loss_disc_real_1: 0.15290240943431854 (0.24162946712403072) | > loss_disc_real_2: 0.23299595713615417 (0.2034881150438672) | > loss_disc_real_3: 0.16589660942554474 (0.20594105869531631) | > loss_disc_real_4: 0.18540948629379272 (0.2172030345315025) | > loss_disc_real_5: 0.16684101521968842 (0.2039444978748049) | > loss_0: 2.2261407375335693 (2.441317251750401) | > loss_gen: 2.2419140338897705 (2.2018461454482305) | > loss_kl: 2.2733819484710693 (3.0998261656079973) | > loss_feat: 6.102782249450684 (6.676529316675095) | > loss_mel: 16.462833404541016 (17.206974120367143) | > loss_duration: 2.1845874786376953 (2.33398091225397) | > loss_1: 29.265499114990234 (31.51915659223284)  --> STEP: 22 | > loss_disc: 2.626124620437622 (2.4497175866907295) | > loss_disc_real_0: 0.10450318455696106 (0.12910364161838184) | > loss_disc_real_1: 0.29376643896102905 (0.2439993294802579) | > loss_disc_real_2: 0.2124158889055252 (0.20389392294666983) | > loss_disc_real_3: 0.23044238984584808 (0.20705475556579503) | > loss_disc_real_4: 0.25946536660194397 (0.21912404962561347) | > loss_disc_real_5: 0.24051330983638763 (0.2056067166003314) | > loss_0: 2.626124620437622 (2.4497175866907295) | > loss_gen: 2.185779333114624 (2.201115835796703) | > loss_kl: 2.2665326595306396 (3.0619491880590264) | > loss_feat: 6.900879859924316 (6.686727068640969) | > loss_mel: 19.329696655273438 (17.30346150831743) | > loss_duration: 2.1840615272521973 (2.3271663947538896) | > loss_1: 32.86695098876953 (31.580419973893598)  --> STEP: 23 | > loss_disc: 2.306985378265381 (2.4435118384983228) | > loss_disc_real_0: 0.11107409000396729 (0.12831974806992905) | > loss_disc_real_1: 0.2234417051076889 (0.2431055197249288) | > loss_disc_real_2: 0.1262836456298828 (0.20051956306333127) | > loss_disc_real_3: 0.22764508426189423 (0.20794998724823413) | > loss_disc_real_4: 0.22638928890228271 (0.2194399295941643) | > loss_disc_real_5: 0.23568984866142273 (0.20691467886385712) | > loss_0: 2.306985378265381 (2.4435118384983228) | > loss_gen: 2.2828540802001953 (2.2046696725098984) | > loss_kl: 2.5462284088134766 (3.0395265454831333) | > loss_feat: 7.339535713195801 (6.715110053186831) | > loss_mel: 18.85399627685547 (17.370876063471258) | > loss_duration: 2.2774975299835205 (2.325006878894308) | > loss_1: 33.300113677978516 (31.65518926537555)  --> STEP: 24 | > loss_disc: 2.8197832107543945 (2.4591898123423257) | > loss_disc_real_0: 0.16261456906795502 (0.12974869894484678) | > loss_disc_real_1: 0.3051358163356781 (0.24569011541704336) | > loss_disc_real_2: 0.1888095736503601 (0.20003164683779082) | > loss_disc_real_3: 0.20732815563678741 (0.2079240775977572) | > loss_disc_real_4: 0.20808753371238708 (0.21896691309909025) | > loss_disc_real_5: 0.20892475545406342 (0.2069984320551157) | > loss_0: 2.8197832107543945 (2.4591898123423257) | > loss_gen: 1.9877209663391113 (2.1956301430861154) | > loss_kl: 2.1218814849853516 (3.001291334629059) | > loss_feat: 5.731261253356934 (6.674116353193919) | > loss_mel: 17.473247528076172 (17.375141541163128) | > loss_duration: 2.3622429370880127 (2.3265583813190456) | > loss_1: 29.676353454589844 (31.57273777325948)  --> STEP: 25 | > loss_disc: 2.518643856048584 (2.4615679740905763) | > loss_disc_real_0: 0.1424604207277298 (0.13025716781616212) | > loss_disc_real_1: 0.17272812128067017 (0.24277163565158844) | > loss_disc_real_2: 0.24051962792873383 (0.20165116608142852) | > loss_disc_real_3: 0.24822810292243958 (0.20953623861074447) | > loss_disc_real_4: 0.23038113117218018 (0.21942348182201385) | > loss_disc_real_5: 0.20774735510349274 (0.20702838897705078) | > loss_0: 2.518643856048584 (2.4615679740905763) | > loss_gen: 2.083907127380371 (2.1911612224578856) | > loss_kl: 2.5080788135528564 (2.9815628337860107) | > loss_feat: 6.943623065948486 (6.684896621704102) | > loss_mel: 17.419334411621094 (17.376909255981445) | > loss_duration: 2.3932948112487793 (2.3292278385162346) | > loss_1: 31.34823989868164 (31.563757858276368)  --> STEP: 26 | > loss_disc: 2.832324504852295 (2.4758278406583347) | > loss_disc_real_0: 0.1265026181936264 (0.1301127620614492) | > loss_disc_real_1: 0.24679401516914368 (0.2429263425561098) | > loss_disc_real_2: 0.22904056310653687 (0.20270460442854807) | > loss_disc_real_3: 0.22577224671840668 (0.21016070046103918) | > loss_disc_real_4: 0.20779567956924438 (0.2189762586584458) | > loss_disc_real_5: 0.23963625729084015 (0.20828253775835037) | > loss_0: 2.832324504852295 (2.4758278406583347) | > loss_gen: 1.646474003791809 (2.170211714047652) | > loss_kl: 2.229099988937378 (2.952621955137986) | > loss_feat: 4.061319828033447 (6.583989821947538) | > loss_mel: 11.86611557006836 (17.164955652677097) | > loss_duration: 2.274456024169922 (2.3271212302721453) | > loss_1: 22.07746696472168 (31.198900516216572) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025720137816209057 (+8.83524234478292e-05) | > avg_loss_disc: 2.4758278406583347 (+0.012026575895456304) | > avg_loss_disc_real_0: 0.1301127620614492 (-0.02558280412967387) | > avg_loss_disc_real_1: 0.2429263425561098 (+0.009397668620714755) | > avg_loss_disc_real_2: 0.20270460442854807 (-0.022783521276253937) | > avg_loss_disc_real_3: 0.21016070046103918 (-0.035678495294772655) | > avg_loss_disc_real_4: 0.2189762586584458 (+0.008767409106859803) | > avg_loss_disc_real_5: 0.20828253775835037 (-0.013973479087536156) | > avg_loss_0: 2.4758278406583347 (+0.012026575895456304) | > avg_loss_gen: 2.170211714047652 (-0.15907012499295758) | > avg_loss_kl: 2.952621955137986 (+0.10062563419342041) | > avg_loss_feat: 6.583989821947538 (+0.09005207281846328) | > avg_loss_mel: 17.164955652677097 (-0.4589319595923804) | > avg_loss_duration: 2.3271212302721453 (-0.016853910226089397) | > avg_loss_1: 31.198900516216572 (-0.4441779210017316)  > EPOCH: 614/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:16:38)   --> TIME: 2024-06-11 18:16:41 -- STEP: 4/330 -- GLOBAL_STEP: 290625 | > loss_disc: 2.4041993618011475 (2.346247971057892) | > loss_disc_real_0: 0.09283247590065002 (0.11013849638402462) | > loss_disc_real_1: 0.18062838912010193 (0.2122889645397663) | > loss_disc_real_2: 0.21728074550628662 (0.20392804220318794) | > loss_disc_real_3: 0.2407919466495514 (0.22363503649830818) | > loss_disc_real_4: 0.23566266894340515 (0.22831713780760765) | > loss_disc_real_5: 0.23877882957458496 (0.2247653342783451) | > loss_0: 2.4041993618011475 (2.346247971057892) | > grad_norm_0: tensor(6.4975, device='cuda:0') (tensor(6.4814, device='cuda:0')) | > loss_gen: 2.4528884887695312 (2.542052984237671) | > loss_kl: 1.8191273212432861 (1.91890487074852) | > loss_feat: 7.1865363121032715 (7.16637396812439) | > loss_mel: 18.28801918029785 (18.172247886657715) | > loss_duration: 2.1487903594970703 (2.1729010343551636) | > loss_1: 31.895360946655273 (31.97248125076294) | > grad_norm_1: tensor(50.4154, device='cuda:0') (tensor(74.6055, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3651 (0.38388127088546753) | > loader_time: 0.0029 (0.003130972385406494)  --> TIME: 2024-06-11 18:16:50 -- STEP: 29/330 -- GLOBAL_STEP: 290650 | > loss_disc: 2.3237295150756836 (2.3386243129598685) | > loss_disc_real_0: 0.11844909191131592 (0.10721627956834333) | > loss_disc_real_1: 0.2019568681716919 (0.19787790343679232) | > loss_disc_real_2: 0.19240602850914001 (0.20632231749337296) | > loss_disc_real_3: 0.21388795971870422 (0.22852772063222423) | > loss_disc_real_4: 0.21688427031040192 (0.2370225078073041) | > loss_disc_real_5: 0.2375125139951706 (0.2283364467579743) | > loss_0: 2.3237295150756836 (2.3386243129598685) | > grad_norm_0: tensor(9.2196, device='cuda:0') (tensor(11.3676, device='cuda:0')) | > loss_gen: 2.4725921154022217 (2.499434339589086) | > loss_kl: 1.6795116662979126 (1.943494171931826) | > loss_feat: 6.887098789215088 (7.034082642916975) | > loss_mel: 17.979740142822266 (17.74921989440918) | > loss_duration: 1.9977259635925293 (2.0308822434524005) | > loss_1: 31.01666831970215 (31.257113489611395) | > grad_norm_1: tensor(111.7096, device='cuda:0') (tensor(122.0085, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3673 (0.36797955118376635) | > loader_time: 0.0034 (0.0034062944609543374)  --> TIME: 2024-06-11 18:16:59 -- STEP: 54/330 -- GLOBAL_STEP: 290675 | > loss_disc: 2.349982976913452 (2.342717515097724) | > loss_disc_real_0: 0.08882363885641098 (0.10862859986998417) | > loss_disc_real_1: 0.22985859215259552 (0.196991464054143) | > loss_disc_real_2: 0.20892347395420074 (0.20769096165895462) | > loss_disc_real_3: 0.2247980535030365 (0.2283379289287108) | > loss_disc_real_4: 0.23336222767829895 (0.2320402678516176) | > loss_disc_real_5: 0.22231611609458923 (0.22417803522613314) | > loss_0: 2.349982976913452 (2.342717515097724) | > grad_norm_0: tensor(12.7661, device='cuda:0') (tensor(11.6562, device='cuda:0')) | > loss_gen: 2.5160977840423584 (2.4973162633401387) | > loss_kl: 1.800492763519287 (1.9338910778363545) | > loss_feat: 7.71576452255249 (7.066075219048394) | > loss_mel: 18.589845657348633 (17.68770588768853) | > loss_duration: 1.9793505668640137 (2.0112159163863566) | > loss_1: 32.6015510559082 (31.196204362092196) | > grad_norm_1: tensor(116.8868, device='cuda:0') (tensor(114.5155, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3709 (0.3636934183262013) | > loader_time: 0.004 (0.003440649421126754)  --> TIME: 2024-06-11 18:17:08 -- STEP: 79/330 -- GLOBAL_STEP: 290700 | > loss_disc: 2.391561508178711 (2.3398640185971806) | > loss_disc_real_0: 0.0981505811214447 (0.10924740248843084) | > loss_disc_real_1: 0.18291184306144714 (0.19460012301614016) | > loss_disc_real_2: 0.2259562760591507 (0.2090676196768314) | > loss_disc_real_3: 0.23789086937904358 (0.22863458719434618) | > loss_disc_real_4: 0.2536022365093231 (0.23184894119636923) | > loss_disc_real_5: 0.261098712682724 (0.22496854372416872) | > loss_0: 2.391561508178711 (2.3398640185971806) | > grad_norm_0: tensor(8.3805, device='cuda:0') (tensor(10.5460, device='cuda:0')) | > loss_gen: 2.3462750911712646 (2.49779187878476) | > loss_kl: 2.055459499359131 (1.9493774311451972) | > loss_feat: 6.547560214996338 (7.107830283008044) | > loss_mel: 16.737058639526367 (17.63210023807574) | > loss_duration: 1.9753060340881348 (2.002264077150369) | > loss_1: 29.661659240722656 (31.18936396248733) | > grad_norm_1: tensor(94.3030, device='cuda:0') (tensor(107.4768, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3858 (0.363918228994442) | > loader_time: 0.0034 (0.0034748572337476515)  --> TIME: 2024-06-11 18:17:18 -- STEP: 104/330 -- GLOBAL_STEP: 290725 | > loss_disc: 2.3905622959136963 (2.3353866040706643) | > loss_disc_real_0: 0.12787842750549316 (0.1106930890192206) | > loss_disc_real_1: 0.1959855705499649 (0.1940251115996104) | > loss_disc_real_2: 0.2061920017004013 (0.2091008980686848) | > loss_disc_real_3: 0.21265576779842377 (0.2274424548332508) | > loss_disc_real_4: 0.21142113208770752 (0.231478692104037) | > loss_disc_real_5: 0.2214733511209488 (0.2233119744520921) | > loss_0: 2.3905622959136963 (2.3353866040706643) | > grad_norm_0: tensor(7.5300, device='cuda:0') (tensor(10.6209, device='cuda:0')) | > loss_gen: 2.4340105056762695 (2.4993224143981942) | > loss_kl: 1.9630134105682373 (1.944975984784273) | > loss_feat: 6.645486831665039 (7.09445581986354) | > loss_mel: 17.14680290222168 (17.603935883595387) | > loss_duration: 2.0495357513427734 (2.0041401924995275) | > loss_1: 30.238847732543945 (31.14683037537795) | > grad_norm_1: tensor(46.8195, device='cuda:0') (tensor(106.8334, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3674 (0.3650975296130548) | > loader_time: 0.004 (0.0035607425066140983)  --> TIME: 2024-06-11 18:17:27 -- STEP: 129/330 -- GLOBAL_STEP: 290750 | > loss_disc: 2.2619211673736572 (2.3423434117043667) | > loss_disc_real_0: 0.07517556846141815 (0.1108448561425357) | > loss_disc_real_1: 0.19335654377937317 (0.19462747594644858) | > loss_disc_real_2: 0.19843178987503052 (0.20944550009660942) | > loss_disc_real_3: 0.2164413183927536 (0.22898889650670132) | > loss_disc_real_4: 0.24156352877616882 (0.231306720611661) | > loss_disc_real_5: 0.23927336931228638 (0.22353894662025364) | > loss_0: 2.2619211673736572 (2.3423434117043667) | > grad_norm_0: tensor(19.5259, device='cuda:0') (tensor(12.5093, device='cuda:0')) | > loss_gen: 2.667327642440796 (2.4955254469731067) | > loss_kl: 2.0729711055755615 (1.9562534925549528) | > loss_feat: 6.814295768737793 (7.095492307529893) | > loss_mel: 18.393638610839844 (17.59872501580289) | > loss_duration: 1.9962284564971924 (2.0064038102941004) | > loss_1: 31.9444637298584 (31.152400157248326) | > grad_norm_1: tensor(144.7980, device='cuda:0') (tensor(134.4014, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3857 (0.36831379676049997) | > loader_time: 0.0039 (0.0036549605140390323)  --> TIME: 2024-06-11 18:17:37 -- STEP: 154/330 -- GLOBAL_STEP: 290775 | > loss_disc: 2.288810968399048 (2.3518506923279214) | > loss_disc_real_0: 0.11055176705121994 (0.11488193747672168) | > loss_disc_real_1: 0.1771077960729599 (0.19574453759116012) | > loss_disc_real_2: 0.2192569077014923 (0.21037894893776288) | > loss_disc_real_3: 0.22939994931221008 (0.22942074949478175) | > loss_disc_real_4: 0.24735280871391296 (0.23211930092279012) | > loss_disc_real_5: 0.20871353149414062 (0.22309195085779412) | > loss_0: 2.288810968399048 (2.3518506923279214) | > grad_norm_0: tensor(35.8348, device='cuda:0') (tensor(16.3815, device='cuda:0')) | > loss_gen: 2.4175188541412354 (2.495942981212171) | > loss_kl: 1.9475218057632446 (1.9575324437835) | > loss_feat: 7.348438262939453 (7.059581843289462) | > loss_mel: 17.687408447265625 (17.583613581471624) | > loss_duration: 2.015540599822998 (2.009257294140854) | > loss_1: 31.416427612304688 (31.105928210469035) | > grad_norm_1: tensor(268.6426, device='cuda:0') (tensor(165.9642, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3982 (0.37105328076845645) | > loader_time: 0.0047 (0.0037485546879954153)  --> TIME: 2024-06-11 18:17:47 -- STEP: 179/330 -- GLOBAL_STEP: 290800 | > loss_disc: 2.38149094581604 (2.3512768492352376) | > loss_disc_real_0: 0.07897664606571198 (0.11393461318155906) | > loss_disc_real_1: 0.22189217805862427 (0.19553536201655533) | > loss_disc_real_2: 0.21916086971759796 (0.2102704250446245) | > loss_disc_real_3: 0.23247289657592773 (0.22896992485949447) | > loss_disc_real_4: 0.18697430193424225 (0.2311236047544959) | > loss_disc_real_5: 0.25195014476776123 (0.22317781553255114) | > loss_0: 2.38149094581604 (2.3512768492352376) | > grad_norm_0: tensor(15.9920, device='cuda:0') (tensor(17.5062, device='cuda:0')) | > loss_gen: 2.546114921569824 (2.5034169737853165) | > loss_kl: 2.1041324138641357 (1.9618281725398654) | > loss_feat: 6.908301830291748 (7.063561367589002) | > loss_mel: 16.84296226501465 (17.57342611344833) | > loss_duration: 2.074932813644409 (2.016044735242536) | > loss_1: 30.476444244384766 (31.118277437860073) | > grad_norm_1: tensor(427.8852, device='cuda:0') (tensor(189.0408, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.3967 (0.37401505821909986) | > loader_time: 0.0051 (0.0038624182759716525)  --> TIME: 2024-06-11 18:17:58 -- STEP: 204/330 -- GLOBAL_STEP: 290825 | > loss_disc: 2.3019773960113525 (2.3537514817480956) | > loss_disc_real_0: 0.07511962950229645 (0.11579259744315755) | > loss_disc_real_1: 0.2268621176481247 (0.19635397787479794) | > loss_disc_real_2: 0.19906695187091827 (0.20981422914009468) | > loss_disc_real_3: 0.21643401682376862 (0.229267522181366) | > loss_disc_real_4: 0.22246409952640533 (0.23104964262422392) | > loss_disc_real_5: 0.2302899956703186 (0.22298253963098807) | > loss_0: 2.3019773960113525 (2.3537514817480956) | > grad_norm_0: tensor(21.6362, device='cuda:0') (tensor(20.2935, device='cuda:0')) | > loss_gen: 2.550590991973877 (2.505296246678223) | > loss_kl: 2.1133151054382324 (1.9697801254543603) | > loss_feat: 8.443880081176758 (7.070064918667662) | > loss_mel: 17.756649017333984 (17.550923221251548) | > loss_duration: 2.0153307914733887 (2.023896891696782) | > loss_1: 32.879764556884766 (31.119961476793478) | > grad_norm_1: tensor(502.5289, device='cuda:0') (tensor(213.9613, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.4051 (0.37735366938160914) | > loader_time: 0.0055 (0.003973925814909094)  --> TIME: 2024-06-11 18:18:08 -- STEP: 229/330 -- GLOBAL_STEP: 290850 | > loss_disc: 2.285451650619507 (2.354412212121956) | > loss_disc_real_0: 0.11145090311765671 (0.11618152599147313) | > loss_disc_real_1: 0.2052583247423172 (0.19639702258411973) | > loss_disc_real_2: 0.1955776959657669 (0.21024314831438023) | > loss_disc_real_3: 0.2239922136068344 (0.22918944848156392) | > loss_disc_real_4: 0.244684100151062 (0.23082688945349647) | > loss_disc_real_5: 0.22706079483032227 (0.2223710380657271) | > loss_0: 2.285451650619507 (2.354412212121956) | > grad_norm_0: tensor(16.1808, device='cuda:0') (tensor(21.4323, device='cuda:0')) | > loss_gen: 2.544611692428589 (2.5047053062239084) | > loss_kl: 2.1775546073913574 (1.9748426165643218) | > loss_feat: 6.809576034545898 (7.0643547466228105) | > loss_mel: 17.89653205871582 (17.52802050478073) | > loss_duration: 2.132124900817871 (2.0325803892060663) | > loss_1: 31.56039810180664 (31.104503598275663) | > grad_norm_1: tensor(95.9473, device='cuda:0') (tensor(230.3400, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.4303 (0.382213105280847) | > loader_time: 0.0053 (0.004108199906661521)  --> TIME: 2024-06-11 18:18:19 -- STEP: 254/330 -- GLOBAL_STEP: 290875 | > loss_disc: 2.4320898056030273 (2.357643346148214) | > loss_disc_real_0: 0.1175113394856453 (0.11682877317070961) | > loss_disc_real_1: 0.1972106248140335 (0.19645214849335002) | > loss_disc_real_2: 0.2387046217918396 (0.21023923874370695) | > loss_disc_real_3: 0.21143533289432526 (0.22936707359599315) | > loss_disc_real_4: 0.21525530517101288 (0.23125206280177033) | > loss_disc_real_5: 0.2078607678413391 (0.22288076761435335) | > loss_0: 2.4320898056030273 (2.357643346148214) | > grad_norm_0: tensor(27.6148, device='cuda:0') (tensor(21.3519, device='cuda:0')) | > loss_gen: 2.571821689605713 (2.498270434657421) | > loss_kl: 1.945259690284729 (1.9779085531009464) | > loss_feat: 8.017321586608887 (7.059412623953632) | > loss_mel: 17.528757095336914 (17.474750515044203) | > loss_duration: 2.0659737586975098 (2.0397774647539997) | > loss_1: 32.12913513183594 (31.05011956522784) | > grad_norm_1: tensor(88.4426, device='cuda:0') (tensor(233.7781, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.4497 (0.38700173595758874) | > loader_time: 0.006 (0.004265169459065116)  --> TIME: 2024-06-11 18:18:31 -- STEP: 279/330 -- GLOBAL_STEP: 290900 | > loss_disc: 2.424269914627075 (2.3609982502503217) | > loss_disc_real_0: 0.07228794693946838 (0.11775640003036) | > loss_disc_real_1: 0.19671736657619476 (0.19684621552839934) | > loss_disc_real_2: 0.21418945491313934 (0.2107596881821164) | > loss_disc_real_3: 0.2691347897052765 (0.2294758647466646) | > loss_disc_real_4: 0.23825699090957642 (0.2311814478648606) | > loss_disc_real_5: 0.21143560111522675 (0.2228574282806834) | > loss_0: 2.424269914627075 (2.3609982502503217) | > grad_norm_0: tensor(43.1435, device='cuda:0') (tensor(22.6324, device='cuda:0')) | > loss_gen: 2.458625316619873 (2.4924871220810876) | > loss_kl: 1.977455973625183 (1.9802011524904586) | > loss_feat: 7.378133773803711 (7.052447038739386) | > loss_mel: 17.837600708007812 (17.424888118620842) | > loss_duration: 2.143737316131592 (2.0492422802901182) | > loss_1: 31.795555114746094 (30.999265704958244) | > grad_norm_1: tensor(466.4949, device='cuda:0') (tensor(245.4191, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.4335 (0.39231585858116014) | > loader_time: 0.0059 (0.004426070011644809)  --> TIME: 2024-06-11 18:18:43 -- STEP: 304/330 -- GLOBAL_STEP: 290925 | > loss_disc: 2.25190806388855 (2.3635289143574854) | > loss_disc_real_0: 0.09546174854040146 (0.11920561685569976) | > loss_disc_real_1: 0.2604334354400635 (0.19762322635046756) | > loss_disc_real_2: 0.23063918948173523 (0.21084996621663632) | > loss_disc_real_3: 0.1987171471118927 (0.2295086349017526) | > loss_disc_real_4: 0.18052971363067627 (0.23095195201274596) | > loss_disc_real_5: 0.2072930485010147 (0.22244989122019002) | > loss_0: 2.25190806388855 (2.3635289143574854) | > grad_norm_0: tensor(10.6580, device='cuda:0') (tensor(24.8825, device='cuda:0')) | > loss_gen: 2.6410014629364014 (2.494547580417835) | > loss_kl: 2.0959389209747314 (1.9836963485730321) | > loss_feat: 8.286417961120605 (7.067454101223695) | > loss_mel: 17.01862144470215 (17.376811193792445) | > loss_duration: 2.2051031589508057 (2.060076402990441) | > loss_1: 32.2470817565918 (30.982585630918805) | > grad_norm_1: tensor(596.5038, device='cuda:0') (tensor(263.8601, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 0.4828 (0.39921132279069815) | > loader_time: 0.0075 (0.004621588085827077)  --> TIME: 2024-06-11 18:19:10 -- STEP: 329/330 -- GLOBAL_STEP: 290950 | > loss_disc: 2.5251049995422363 (2.372013977595735) | > loss_disc_real_0: 0.171296626329422 (0.12131728428928323) | > loss_disc_real_1: 0.3258669078350067 (0.19887612981999184) | > loss_disc_real_2: 0.18258816003799438 (0.21147356257069075) | > loss_disc_real_3: 0.31857234239578247 (0.22983033266654493) | > loss_disc_real_4: 0.31950005888938904 (0.2312953170037922) | > loss_disc_real_5: 0.20837996900081635 (0.2228438965636546) | > loss_0: 2.5251049995422363 (2.372013977595735) | > grad_norm_0: tensor(16.8952, device='cuda:0') (tensor(26.0707, device='cuda:0')) | > loss_gen: 2.55869197845459 (2.491814835817981) | > loss_kl: 2.223301887512207 (1.9922294178269917) | > loss_feat: 10.743624687194824 (7.152010008919203) | > loss_mel: 18.538440704345703 (17.35872731889997) | > loss_duration: 2.3002376556396484 (2.0745946621822373) | > loss_1: 36.364295959472656 (31.06937620052813) | > grad_norm_1: tensor(142.5234, device='cuda:0') (tensor(271.4172, device='cuda:0')) | > current_lr_0: 0.00018522338243167678 | > current_lr_1: 0.00018522338243167678 | > step_time: 12.88 (0.4493993082307394) | > loader_time: 0.0335 (0.005075811977444453)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.259629249572754 (2.259629249572754) | > loss_disc_real_0: 0.12401245534420013 (0.12401245534420013) | > loss_disc_real_1: 0.15996521711349487 (0.15996521711349487) | > loss_disc_real_2: 0.2173101156949997 (0.2173101156949997) | > loss_disc_real_3: 0.22391149401664734 (0.22391149401664734) | > loss_disc_real_4: 0.21963731944561005 (0.21963731944561005) | > loss_disc_real_5: 0.22387441992759705 (0.22387441992759705) | > loss_0: 2.259629249572754 (2.259629249572754) | > loss_gen: 2.293994188308716 (2.293994188308716) | > loss_kl: 2.4954051971435547 (2.4954051971435547) | > loss_feat: 6.210691452026367 (6.210691452026367) | > loss_mel: 14.994367599487305 (14.994367599487305) | > loss_duration: 3.015106678009033 (3.015106678009033) | > loss_1: 29.009565353393555 (29.009565353393555)  --> STEP: 1 | > loss_disc: 2.545112371444702 (2.545112371444702) | > loss_disc_real_0: 0.12548741698265076 (0.12548741698265076) | > loss_disc_real_1: 0.1864173859357834 (0.1864173859357834) | > loss_disc_real_2: 0.25043782591819763 (0.25043782591819763) | > loss_disc_real_3: 0.3202076554298401 (0.3202076554298401) | > loss_disc_real_4: 0.2637321949005127 (0.2637321949005127) | > loss_disc_real_5: 0.22894598543643951 (0.22894598543643951) | > loss_0: 2.545112371444702 (2.545112371444702) | > loss_gen: 2.3737781047821045 (2.3737781047821045) | > loss_kl: 3.8729522228240967 (3.8729522228240967) | > loss_feat: 7.264880180358887 (7.264880180358887) | > loss_mel: 18.63888931274414 (18.63888931274414) | > loss_duration: 2.4113786220550537 (2.4113786220550537) | > loss_1: 34.5618782043457 (34.5618782043457)  --> STEP: 2 | > loss_disc: 2.39604115486145 (2.470576763153076) | > loss_disc_real_0: 0.0723571628332138 (0.09892228990793228) | > loss_disc_real_1: 0.23123453557491302 (0.2088259607553482) | > loss_disc_real_2: 0.225749671459198 (0.23809374868869781) | > loss_disc_real_3: 0.25125181674957275 (0.2857297360897064) | > loss_disc_real_4: 0.25377655029296875 (0.2587543725967407) | > loss_disc_real_5: 0.2502398192882538 (0.23959290236234665) | > loss_0: 2.39604115486145 (2.470576763153076) | > loss_gen: 2.3705248832702637 (2.372151494026184) | > loss_kl: 2.8274569511413574 (3.350204586982727) | > loss_feat: 5.637701034545898 (6.451290607452393) | > loss_mel: 18.049226760864258 (18.3440580368042) | > loss_duration: 2.457042932510376 (2.434210777282715) | > loss_1: 31.34195327758789 (32.9519157409668)  --> STEP: 3 | > loss_disc: 2.0802347660064697 (2.3404627641042075) | > loss_disc_real_0: 0.0930761992931366 (0.09697359303633372) | > loss_disc_real_1: 0.14032605290412903 (0.18599265813827515) | > loss_disc_real_2: 0.19777466356754303 (0.2246540536483129) | > loss_disc_real_3: 0.21839144825935364 (0.2632836401462555) | > loss_disc_real_4: 0.2361701875925064 (0.2512263109286626) | > loss_disc_real_5: 0.24577653408050537 (0.24165411293506622) | > loss_0: 2.0802347660064697 (2.3404627641042075) | > loss_gen: 2.806703567504883 (2.5170021851857505) | > loss_kl: 3.4948251247406006 (3.398411432902018) | > loss_feat: 7.452214241027832 (6.784931818644206) | > loss_mel: 17.398073196411133 (18.028729756673176) | > loss_duration: 2.216813564300537 (2.361745039621989) | > loss_1: 33.368629455566406 (33.0908203125)  --> STEP: 4 | > loss_disc: 2.3417305946350098 (2.340779721736908) | > loss_disc_real_0: 0.15243647992610931 (0.11083931475877762) | > loss_disc_real_1: 0.18496641516685486 (0.18573609739542007) | > loss_disc_real_2: 0.16129958629608154 (0.20881543681025505) | > loss_disc_real_3: 0.2654910981655121 (0.26383550465106964) | > loss_disc_real_4: 0.1786908507347107 (0.23309244588017464) | > loss_disc_real_5: 0.22721917927265167 (0.23804537951946259) | > loss_0: 2.3417305946350098 (2.340779721736908) | > loss_gen: 2.2954366207122803 (2.461610794067383) | > loss_kl: 3.6850762367248535 (3.470077633857727) | > loss_feat: 4.860366344451904 (6.30379045009613) | > loss_mel: 17.90205955505371 (17.99706220626831) | > loss_duration: 2.389425039291382 (2.368665039539337) | > loss_1: 31.13236427307129 (32.60120630264282)  --> STEP: 5 | > loss_disc: 2.3293871879577637 (2.338501214981079) | > loss_disc_real_0: 0.19871610403060913 (0.12841467261314393) | > loss_disc_real_1: 0.2292104810476303 (0.19443097412586213) | > loss_disc_real_2: 0.18609343469142914 (0.20427103638648986) | > loss_disc_real_3: 0.21456415951251984 (0.25398123562335967) | > loss_disc_real_4: 0.21778619289398193 (0.23003119528293609) | > loss_disc_real_5: 0.17614567279815674 (0.2256654381752014) | > loss_0: 2.3293871879577637 (2.338501214981079) | > loss_gen: 2.265316963195801 (2.4223520278930666) | > loss_kl: 2.491722822189331 (3.274406671524048) | > loss_feat: 5.300243377685547 (6.1030810356140135) | > loss_mel: 19.287607192993164 (18.25517120361328) | > loss_duration: 2.3990707397460938 (2.3747461795806886) | > loss_1: 31.743961334228516 (32.429757308959964)  --> STEP: 6 | > loss_disc: 2.3727867603302 (2.344215472539266) | > loss_disc_real_0: 0.11603965610265732 (0.12635216986139616) | > loss_disc_real_1: 0.2456476092338562 (0.20296707997719446) | > loss_disc_real_2: 0.2193903774023056 (0.20679092655579248) | > loss_disc_real_3: 0.2803533375263214 (0.25837658594052) | > loss_disc_real_4: 0.21925945580005646 (0.22823590536912283) | > loss_disc_real_5: 0.2183951735496521 (0.22445372740427652) | > loss_0: 2.3727867603302 (2.344215472539266) | > loss_gen: 2.5684852600097656 (2.446707566579183) | > loss_kl: 3.615098714828491 (3.331188678741455) | > loss_feat: 6.411405086517334 (6.154468377431233) | > loss_mel: 17.608097076416016 (18.14732551574707) | > loss_duration: 2.2022435665130615 (2.3459957440694175) | > loss_1: 32.405330657958984 (32.4256862004598)  --> STEP: 7 | > loss_disc: 2.478940963745117 (2.363461971282959) | > loss_disc_real_0: 0.1359349638223648 (0.12772114042724883) | > loss_disc_real_1: 0.1812073290348053 (0.19985854412828172) | > loss_disc_real_2: 0.26772940158843994 (0.21549642298902785) | > loss_disc_real_3: 0.29200994968414307 (0.263181352189609) | > loss_disc_real_4: 0.2522657513618469 (0.23166874051094055) | > loss_disc_real_5: 0.20946945250034332 (0.22231311670371465) | > loss_0: 2.478940963745117 (2.363461971282959) | > loss_gen: 2.5320327281951904 (2.4588968753814697) | > loss_kl: 4.247596263885498 (3.4621040480477467) | > loss_feat: 6.619480133056641 (6.220898628234863) | > loss_mel: 17.460678100585938 (18.049233027866908) | > loss_duration: 2.518969774246216 (2.37070631980896) | > loss_1: 33.37875747680664 (32.56183923993792)  --> STEP: 8 | > loss_disc: 2.5240566730499268 (2.38353630900383) | > loss_disc_real_0: 0.16847804188728333 (0.13281575310975313) | > loss_disc_real_1: 0.14729678630828857 (0.19328832440078259) | > loss_disc_real_2: 0.20048478245735168 (0.21361996792256832) | > loss_disc_real_3: 0.26383116841316223 (0.26326257921755314) | > loss_disc_real_4: 0.23774804174900055 (0.23242865316569805) | > loss_disc_real_5: 0.2922906279563904 (0.2310603056102991) | > loss_0: 2.5240566730499268 (2.38353630900383) | > loss_gen: 2.424138307571411 (2.4545520544052124) | > loss_kl: 2.6417975425720215 (3.3595657348632812) | > loss_feat: 8.114910125732422 (6.457650065422058) | > loss_mel: 18.077468872070312 (18.052762508392334) | > loss_duration: 2.3011245727539062 (2.3620086014270782) | > loss_1: 33.55944061279297 (32.6865394115448)  --> STEP: 9 | > loss_disc: 2.127518653869629 (2.3550899028778076) | > loss_disc_real_0: 0.16420617699623108 (0.13630357798602846) | > loss_disc_real_1: 0.16682034730911255 (0.1903474380572637) | > loss_disc_real_2: 0.24954064190387726 (0.21761115392049155) | > loss_disc_real_3: 0.258109986782074 (0.26269006894694436) | > loss_disc_real_4: 0.21479637920856476 (0.23046951161490548) | > loss_disc_real_5: 0.14980705082416534 (0.22203216618961757) | > loss_0: 2.127518653869629 (2.3550899028778076) | > loss_gen: 2.8594324588775635 (2.4995387660132513) | > loss_kl: 2.547956943511963 (3.26938698026869) | > loss_feat: 8.711591720581055 (6.708088027106391) | > loss_mel: 19.951679229736328 (18.263753255208332) | > loss_duration: 2.193267345428467 (2.343259572982788) | > loss_1: 36.2639274597168 (33.0840269724528)  --> STEP: 10 | > loss_disc: 2.287095069885254 (2.3482904195785523) | > loss_disc_real_0: 0.1446763426065445 (0.13714085444808005) | > loss_disc_real_1: 0.21626442670822144 (0.19293913692235948) | > loss_disc_real_2: 0.22208012640476227 (0.2180580511689186) | > loss_disc_real_3: 0.22900138795375824 (0.2593212008476257) | > loss_disc_real_4: 0.22440753877162933 (0.22986331433057786) | > loss_disc_real_5: 0.18197381496429443 (0.21802633106708527) | > loss_0: 2.287095069885254 (2.3482904195785523) | > loss_gen: 2.4017181396484375 (2.48975670337677) | > loss_kl: 2.7617197036743164 (3.218620252609253) | > loss_feat: 7.020430564880371 (6.739322280883789) | > loss_mel: 17.873918533325195 (18.22476978302002) | > loss_duration: 2.323899745941162 (2.3413235902786256) | > loss_1: 32.38168716430664 (33.013792991638184)  --> STEP: 11 | > loss_disc: 2.2843456268310547 (2.342477256601507) | > loss_disc_real_0: 0.0878467708826065 (0.1326595741239461) | > loss_disc_real_1: 0.17965835332870483 (0.19173179295929996) | > loss_disc_real_2: 0.18481242656707764 (0.21503572165966034) | > loss_disc_real_3: 0.268023818731308 (0.2601123479279605) | > loss_disc_real_4: 0.22121821343898773 (0.22907739606770602) | > loss_disc_real_5: 0.20612452924251556 (0.21694434908303348) | > loss_0: 2.2843456268310547 (2.342477256601507) | > loss_gen: 2.3592019081115723 (2.477888085625388) | > loss_kl: 3.7733042240142822 (3.2690460681915283) | > loss_feat: 6.4299235343933105 (6.711195122111928) | > loss_mel: 17.468320846557617 (18.156001697887074) | > loss_duration: 2.5384042263031006 (2.359240011735396) | > loss_1: 32.56915283203125 (32.97337115894664)  --> STEP: 12 | > loss_disc: 2.8602452278137207 (2.385624587535858) | > loss_disc_real_0: 0.19952532649040222 (0.13823172015448412) | > loss_disc_real_1: 0.20089206099510193 (0.19249514862895012) | > loss_disc_real_2: 0.2688964903354645 (0.21952411904931068) | > loss_disc_real_3: 0.32319125533103943 (0.2653689235448838) | > loss_disc_real_4: 0.31450435519218445 (0.23619630932807922) | > loss_disc_real_5: 0.29022693634033203 (0.22305123135447502) | > loss_0: 2.8602452278137207 (2.385624587535858) | > loss_gen: 2.1001195907592773 (2.4464073777198787) | > loss_kl: 2.5158751010894775 (3.206281820933024) | > loss_feat: 5.601304531097412 (6.618704239527385) | > loss_mel: 16.004913330078125 (17.976744333902996) | > loss_duration: 2.304637908935547 (2.354689836502075) | > loss_1: 28.526851654052734 (32.60282786687215)  --> STEP: 13 | > loss_disc: 2.5934455394744873 (2.4016108146080604) | > loss_disc_real_0: 0.14245010912418365 (0.13855621161369178) | > loss_disc_real_1: 0.24372869729995728 (0.19643619083441222) | > loss_disc_real_2: 0.209197998046875 (0.21872980204912332) | > loss_disc_real_3: 0.32722118496894836 (0.27012678980827337) | > loss_disc_real_4: 0.24982476234436035 (0.23724465186779314) | > loss_disc_real_5: 0.26357316970825195 (0.2261683035355348) | > loss_0: 2.5934455394744873 (2.4016108146080604) | > loss_gen: 2.1950466632843018 (2.427071938147911) | > loss_kl: 3.186006546020508 (3.204722184401292) | > loss_feat: 5.619931697845459 (6.541875582474929) | > loss_mel: 16.611190795898438 (17.87170175405649) | > loss_duration: 2.270550489425659 (2.3482175790346584) | > loss_1: 29.882726669311523 (32.39358931321364)  --> STEP: 14 | > loss_disc: 2.5666518211364746 (2.4133994579315186) | > loss_disc_real_0: 0.18721990287303925 (0.14203218956078803) | > loss_disc_real_1: 0.23475100100040436 (0.19917296298912593) | > loss_disc_real_2: 0.2537214457988739 (0.22122920517410552) | > loss_disc_real_3: 0.32489708065986633 (0.27403895344053003) | > loss_disc_real_4: 0.28028157353401184 (0.2403187177010945) | > loss_disc_real_5: 0.31021034717559814 (0.23217130665268218) | > loss_0: 2.5666518211364746 (2.4133994579315186) | > loss_gen: 2.517516613006592 (2.433532272066388) | > loss_kl: 3.495778799057007 (3.225511942590986) | > loss_feat: 7.065252304077148 (6.579259634017944) | > loss_mel: 16.80940055847168 (17.795823097229007) | > loss_duration: 2.4049386978149414 (2.3522690875189647) | > loss_1: 32.29288864135742 (32.38639640808105)  --> STEP: 15 | > loss_disc: 2.5089054107666016 (2.4197665214538575) | > loss_disc_real_0: 0.24396231770515442 (0.1488275314370791) | > loss_disc_real_1: 0.2932724058628082 (0.20544625918070475) | > loss_disc_real_2: 0.1971718668937683 (0.21962538262208303) | > loss_disc_real_3: 0.2556581199169159 (0.2728135645389557) | > loss_disc_real_4: 0.2003619521856308 (0.2376549333333969) | > loss_disc_real_5: 0.18644359707832336 (0.22912279268105826) | > loss_0: 2.5089054107666016 (2.4197665214538575) | > loss_gen: 2.535996198654175 (2.440363200505574) | > loss_kl: 3.7720212936401367 (3.261945899327596) | > loss_feat: 6.626347541809082 (6.582398827870687) | > loss_mel: 17.91233253479004 (17.80359039306641) | > loss_duration: 2.4033360481262207 (2.3556735515594482) | > loss_1: 33.25003433227539 (32.443972269694)  --> STEP: 16 | > loss_disc: 2.476331949234009 (2.423301860690117) | > loss_disc_real_0: 0.1204993948340416 (0.14705702289938927) | > loss_disc_real_1: 0.12443653494119644 (0.20038315141573548) | > loss_disc_real_2: 0.20282016694545746 (0.21857505664229393) | > loss_disc_real_3: 0.2598453760147095 (0.27200305275619036) | > loss_disc_real_4: 0.293916791677475 (0.2411712994799018) | > loss_disc_real_5: 0.2495185285806656 (0.2303975261747837) | > loss_0: 2.476331949234009 (2.423301860690117) | > loss_gen: 2.2817983627319336 (2.4304528981447215) | > loss_kl: 2.973998546600342 (3.2439491897821426) | > loss_feat: 6.600510120391846 (6.583530783653259) | > loss_mel: 16.034950256347656 (17.693050384521488) | > loss_duration: 2.3880012035369873 (2.3576940298080444) | > loss_1: 30.279258728027344 (32.30867767333984)  --> STEP: 17 | > loss_disc: 2.801245927810669 (2.4455338646383846) | > loss_disc_real_0: 0.29004356265068054 (0.15546799582593582) | > loss_disc_real_1: 0.26202642917633057 (0.20400922657812343) | > loss_disc_real_2: 0.23308970034122467 (0.21942885921281927) | > loss_disc_real_3: 0.34043341875076294 (0.27602836840292994) | > loss_disc_real_4: 0.2435968965291977 (0.24131398165927215) | > loss_disc_real_5: 0.3465912342071533 (0.23723245017668781) | > loss_0: 2.801245927810669 (2.4455338646383846) | > loss_gen: 2.6089065074920654 (2.4409501692828006) | > loss_kl: 2.0365262031555176 (3.1729243082158707) | > loss_feat: 6.790285110473633 (6.595692802877987) | > loss_mel: 17.296571731567383 (17.669728110818305) | > loss_duration: 2.4454145431518555 (2.3628540600047394) | > loss_1: 31.177703857421875 (32.24214980181525)  --> STEP: 18 | > loss_disc: 2.4203007221221924 (2.444132023387485) | > loss_disc_real_0: 0.14024434983730316 (0.15462223771545622) | > loss_disc_real_1: 0.14391520619392395 (0.20067066989011234) | > loss_disc_real_2: 0.1907636672258377 (0.21783634854687584) | > loss_disc_real_3: 0.3067344129085541 (0.2777342597643535) | > loss_disc_real_4: 0.2613774836063385 (0.2424286206563314) | > loss_disc_real_5: 0.20183968544006348 (0.23526618546909756) | > loss_0: 2.4203007221221924 (2.444132023387485) | > loss_gen: 2.3940212726593018 (2.438343008359273) | > loss_kl: 2.336229085922241 (3.126441240310669) | > loss_feat: 8.435099601745605 (6.697882069481744) | > loss_mel: 17.221363067626953 (17.64481894175212) | > loss_duration: 2.2282323837280273 (2.3553750779893665) | > loss_1: 32.61494445800781 (32.26286061604817)  --> STEP: 19 | > loss_disc: 2.555103063583374 (2.4499726044504264) | > loss_disc_real_0: 0.2429603785276413 (0.1592716135476765) | > loss_disc_real_1: 0.19149470329284668 (0.20018772427972994) | > loss_disc_real_2: 0.21639779210090637 (0.21776063504971957) | > loss_disc_real_3: 0.29157647490501404 (0.2784627974033357) | > loss_disc_real_4: 0.2658367455005646 (0.24366062722708048) | > loss_disc_real_5: 0.3056505620479584 (0.23897062634166918) | > loss_0: 2.555103063583374 (2.4499726044504264) | > loss_gen: 2.4013237953186035 (2.4363946287255533) | > loss_kl: 1.9184975624084473 (3.0628652572631836) | > loss_feat: 5.719856262207031 (6.646407026993601) | > loss_mel: 15.081941604614258 (17.50993066085013) | > loss_duration: 2.336238384246826 (2.354367883581864) | > loss_1: 27.457857131958008 (32.009965695832896)  --> STEP: 20 | > loss_disc: 2.542144775390625 (2.4545812129974367) | > loss_disc_real_0: 0.13214439153671265 (0.15791525244712828) | > loss_disc_real_1: 0.26641663908958435 (0.20349917002022266) | > loss_disc_real_2: 0.28800493478775024 (0.2212728500366211) | > loss_disc_real_3: 0.29947584867477417 (0.2795134499669076) | > loss_disc_real_4: 0.2372346818447113 (0.24333932995796204) | > loss_disc_real_5: 0.2109096348285675 (0.2375675767660141) | > loss_0: 2.542144775390625 (2.4545812129974367) | > loss_gen: 2.5557682514190674 (2.4423633098602293) | > loss_kl: 2.4746134281158447 (3.0334526658058167) | > loss_feat: 5.963077068328857 (6.612240529060363) | > loss_mel: 18.739545822143555 (17.5714114189148) | > loss_duration: 2.295625686645508 (2.351430773735046) | > loss_1: 32.02863311767578 (32.01089906692504)  --> STEP: 21 | > loss_disc: 2.271827459335327 (2.445878653299241) | > loss_disc_real_0: 0.16457907855510712 (0.1582325774998892) | > loss_disc_real_1: 0.16136285662651062 (0.20149267890623637) | > loss_disc_real_2: 0.1518581062555313 (0.21796738604704538) | > loss_disc_real_3: 0.2317468523979187 (0.27723885008267) | > loss_disc_real_4: 0.21648922562599182 (0.24206075356120155) | > loss_disc_real_5: 0.24662072956562042 (0.23799867928028107) | > loss_0: 2.271827459335327 (2.445878653299241) | > loss_gen: 2.33650279045105 (2.4373223327455067) | > loss_kl: 1.8707393407821655 (2.978085364614214) | > loss_feat: 6.178156852722168 (6.5915698778061635) | > loss_mel: 15.62144660949707 (17.47855595179967) | > loss_duration: 2.169708251953125 (2.342777320316859) | > loss_1: 28.176551818847656 (31.828311102730883)  --> STEP: 22 | > loss_disc: 2.5596351623535156 (2.451049403710799) | > loss_disc_real_0: 0.168450728058815 (0.15869703888893127) | > loss_disc_real_1: 0.21477533876895905 (0.20209643617272377) | > loss_disc_real_2: 0.19653639197349548 (0.21699324995279312) | > loss_disc_real_3: 0.294152170419693 (0.27800763737071654) | > loss_disc_real_4: 0.22653548419475555 (0.24135505949909036) | > loss_disc_real_5: 0.26991015672683716 (0.23944920098239725) | > loss_0: 2.5596351623535156 (2.451049403710799) | > loss_gen: 2.5087056159973145 (2.4405670274387705) | > loss_kl: 2.206165313720703 (2.9429980895736) | > loss_feat: 7.9916276931762695 (6.6552088694138964) | > loss_mel: 17.63228416442871 (17.485543597828265) | > loss_duration: 2.187166929244995 (2.335704120722683) | > loss_1: 32.52595138549805 (31.860022024674844)  --> STEP: 23 | > loss_disc: 2.786588430404663 (2.4656380570453145) | > loss_disc_real_0: 0.21384693682193756 (0.1610948605381924) | > loss_disc_real_1: 0.29194554686546326 (0.20600291924632114) | > loss_disc_real_2: 0.2837145924568176 (0.2198941778877507) | > loss_disc_real_3: 0.3671979010105133 (0.2818854749202729) | > loss_disc_real_4: 0.3081877827644348 (0.24426083007584448) | > loss_disc_real_5: 0.3360463082790375 (0.24364907521268594) | > loss_0: 2.786588430404663 (2.4656380570453145) | > loss_gen: 2.5112504959106445 (2.4436402217201563) | > loss_kl: 2.3719730377197266 (2.9181709134060405) | > loss_feat: 4.361624717712402 (6.555487819339918) | > loss_mel: 16.415477752685547 (17.43901899586554) | > loss_duration: 2.290924549102783 (2.333757182826166) | > loss_1: 27.951248168945312 (31.690075335295298)  --> STEP: 24 | > loss_disc: 2.6379129886627197 (2.4728161791960397) | > loss_disc_real_0: 0.13770392537117004 (0.16012023823956648) | > loss_disc_real_1: 0.35817599296569824 (0.21234346398462853) | > loss_disc_real_2: 0.19577546417713165 (0.21888923148314157) | > loss_disc_real_3: 0.26174065470695496 (0.28104610741138464) | > loss_disc_real_4: 0.2586471736431122 (0.24486026105781397) | > loss_disc_real_5: 0.28642576932907104 (0.24543143746753535) | > loss_0: 2.6379129886627197 (2.4728161791960397) | > loss_gen: 2.334651470184326 (2.4390990237394967) | > loss_kl: 2.3491718769073486 (2.894462620218595) | > loss_feat: 6.723320484161377 (6.5624808470408125) | > loss_mel: 18.29241180419922 (17.474577029546108) | > loss_duration: 2.451366424560547 (2.338657567898432) | > loss_1: 32.15092468261719 (31.709277391433712)  --> STEP: 25 | > loss_disc: 2.567098617553711 (2.4765874767303466) | > loss_disc_real_0: 0.16157227754592896 (0.16017831981182098) | > loss_disc_real_1: 0.1460249125957489 (0.20969072192907334) | > loss_disc_real_2: 0.24882851541042328 (0.22008680284023285) | > loss_disc_real_3: 0.30959734320640564 (0.2821881568431855) | > loss_disc_real_4: 0.24788811802864075 (0.24498137533664704) | > loss_disc_real_5: 0.2862672805786133 (0.24706487119197845) | > loss_0: 2.567098617553711 (2.4765874767303466) | > loss_gen: 2.2913718223571777 (2.433189935684204) | > loss_kl: 3.0563035011291504 (2.900936255455017) | > loss_feat: 4.781834125518799 (6.491254978179931) | > loss_mel: 14.323775291442871 (17.34854496002198) | > loss_duration: 2.4045379161834717 (2.3412927818298335) | > loss_1: 26.85782241821289 (31.51521919250488)  --> STEP: 26 | > loss_disc: 2.989997625350952 (2.4963340209080624) | > loss_disc_real_0: 0.12021937966346741 (0.15864143749842277) | > loss_disc_real_1: 0.24173352122306824 (0.21092313728653467) | > loss_disc_real_2: 0.24182812869548798 (0.22092300768081957) | > loss_disc_real_3: 0.2876540720462799 (0.28239838435099684) | > loss_disc_real_4: 0.2046276330947876 (0.24342930832734475) | > loss_disc_real_5: 0.31159570813179016 (0.24954682645889428) | > loss_0: 2.989997625350952 (2.4963340209080624) | > loss_gen: 1.770068883895874 (2.407685279846191) | > loss_kl: 1.9782577753067017 (2.865448621603159) | > loss_feat: 9.32348918914795 (6.600187063217163) | > loss_mel: 18.232593536376953 (17.382546828343326) | > loss_duration: 2.2996392250061035 (2.339690721951998) | > loss_1: 33.60404968261719 (31.595558826739968) --> EVAL PERFORMANCE | > avg_loader_time: 0.002490694706256573 (-8.131907536433267e-05) | > avg_loss_disc: 2.4963340209080624 (+0.020506180249727723) | > avg_loss_disc_real_0: 0.15864143749842277 (+0.028528675436973572) | > avg_loss_disc_real_1: 0.21092313728653467 (-0.03200320526957512) | > avg_loss_disc_real_2: 0.22092300768081957 (+0.018218403252271503) | > avg_loss_disc_real_3: 0.28239838435099684 (+0.07223768388995766) | > avg_loss_disc_real_4: 0.24342930832734475 (+0.02445304966889894) | > avg_loss_disc_real_5: 0.24954682645889428 (+0.04126428870054391) | > avg_loss_0: 2.4963340209080624 (+0.020506180249727723) | > avg_loss_gen: 2.407685279846191 (+0.23747356579853918) | > avg_loss_kl: 2.865448621603159 (-0.08717333353482726) | > avg_loss_feat: 6.600187063217163 (+0.01619724126962474) | > avg_loss_mel: 17.382546828343326 (+0.21759117566622876) | > avg_loss_duration: 2.339690721951998 (+0.01256949167985244) | > avg_loss_1: 31.595558826739968 (+0.39665831052339584)  > EPOCH: 615/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:19:15)   --> TIME: 2024-06-11 18:19:26 -- STEP: 24/330 -- GLOBAL_STEP: 290975 | > loss_disc: 2.4143338203430176 (2.331885645786921) | > loss_disc_real_0: 0.08111928403377533 (0.1016072016209364) | > loss_disc_real_1: 0.20652760565280914 (0.199809272463123) | > loss_disc_real_2: 0.2591627240180969 (0.21275989152491093) | > loss_disc_real_3: 0.21588030457496643 (0.22445906015733877) | > loss_disc_real_4: 0.23495854437351227 (0.2291524497171243) | > loss_disc_real_5: 0.2397558093070984 (0.22636236622929573) | > loss_0: 2.4143338203430176 (2.331885645786921) | > grad_norm_0: tensor(10.9521, device='cuda:0') (tensor(7.7284, device='cuda:0')) | > loss_gen: 2.4106640815734863 (2.484690397977829) | > loss_kl: 2.0605268478393555 (1.8767876972754796) | > loss_feat: 6.593043327331543 (6.847020069758098) | > loss_mel: 17.41292953491211 (17.688513437906902) | > loss_duration: 1.9677820205688477 (2.057724629839262) | > loss_1: 30.4449462890625 (30.95473615328471) | > grad_norm_1: tensor(79.9236, device='cuda:0') (tensor(73.2298, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.3833 (0.3722616136074066) | > loader_time: 0.0032 (0.0032841265201568604)  --> TIME: 2024-06-11 18:19:35 -- STEP: 49/330 -- GLOBAL_STEP: 291000 | > loss_disc: 2.238384962081909 (2.344684231037996) | > loss_disc_real_0: 0.10165061056613922 (0.10529016232003971) | > loss_disc_real_1: 0.20887839794158936 (0.20093694907061907) | > loss_disc_real_2: 0.21272604167461395 (0.21210335803275204) | > loss_disc_real_3: 0.19715911149978638 (0.22662044179682828) | > loss_disc_real_4: 0.19449816644191742 (0.2308533669126277) | > loss_disc_real_5: 0.17706727981567383 (0.22353831420139392) | > loss_0: 2.238384962081909 (2.344684231037996) | > grad_norm_0: tensor(8.7665, device='cuda:0') (tensor(8.1696, device='cuda:0')) | > loss_gen: 2.465930938720703 (2.4827886017001397) | > loss_kl: 2.02066707611084 (1.906759235323692) | > loss_feat: 7.102810859680176 (6.89368013459809) | > loss_mel: 17.460372924804688 (17.606141829977236) | > loss_duration: 1.944071888923645 (2.0162932264561557) | > loss_1: 30.993854522705078 (30.905663042652364) | > grad_norm_1: tensor(95.4031, device='cuda:0') (tensor(79.4794, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.364 (0.36719933821230516) | > loader_time: 0.0034 (0.003373472058043188) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_291000.pth  --> TIME: 2024-06-11 18:19:48 -- STEP: 74/330 -- GLOBAL_STEP: 291025 | > loss_disc: 2.335601806640625 (2.345206115696881) | > loss_disc_real_0: 0.13850587606430054 (0.10658465607746226) | > loss_disc_real_1: 0.1876862496137619 (0.19851823211521719) | > loss_disc_real_2: 0.2284858226776123 (0.2123140873941215) | > loss_disc_real_3: 0.21495050191879272 (0.2278354721697601) | > loss_disc_real_4: 0.23000796139240265 (0.22991054062102292) | > loss_disc_real_5: 0.20659132301807404 (0.2234035303463807) | > loss_0: 2.335601806640625 (2.345206115696881) | > grad_norm_0: tensor(13.9117, device='cuda:0') (tensor(8.1725, device='cuda:0')) | > loss_gen: 2.475131034851074 (2.4798040196702282) | > loss_kl: 1.8784456253051758 (1.9509509801864624) | > loss_feat: 6.894375801086426 (6.971270251918483) | > loss_mel: 17.916728973388672 (17.622508706273262) | > loss_duration: 1.9296361207962036 (2.002522502396557) | > loss_1: 31.094316482543945 (31.027056462055928) | > grad_norm_1: tensor(134.1790, device='cuda:0') (tensor(79.3408, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.3736 (0.3704777666040369) | > loader_time: 0.0036 (0.0034890110428268846)  --> TIME: 2024-06-11 18:19:58 -- STEP: 99/330 -- GLOBAL_STEP: 291050 | > loss_disc: 2.4561855792999268 (2.3416919684169284) | > loss_disc_real_0: 0.12427370995283127 (0.10842875541761668) | > loss_disc_real_1: 0.21012961864471436 (0.1978810676420578) | > loss_disc_real_2: 0.24279992282390594 (0.21122001216869163) | > loss_disc_real_3: 0.2324233204126358 (0.226896211655453) | > loss_disc_real_4: 0.253664493560791 (0.23024837100746656) | > loss_disc_real_5: 0.25150465965270996 (0.22211751838525137) | > loss_0: 2.4561855792999268 (2.3416919684169284) | > grad_norm_0: tensor(20.7522, device='cuda:0') (tensor(9.1430, device='cuda:0')) | > loss_gen: 2.4959914684295654 (2.485516569831154) | > loss_kl: 2.16196346282959 (1.9614127212100558) | > loss_feat: 6.58180046081543 (6.984989758693811) | > loss_mel: 17.197111129760742 (17.544056892395027) | > loss_duration: 2.010693073272705 (2.0030698162136646) | > loss_1: 30.447559356689453 (30.97904571379074) | > grad_norm_1: tensor(155.1897, device='cuda:0') (tensor(92.3734, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.3763 (0.3701184470244128) | > loader_time: 0.0037 (0.003588577713629212)  --> TIME: 2024-06-11 18:20:07 -- STEP: 124/330 -- GLOBAL_STEP: 291075 | > loss_disc: 2.2982449531555176 (2.345907293981123) | > loss_disc_real_0: 0.08214275538921356 (0.10969710313985424) | > loss_disc_real_1: 0.2053724229335785 (0.19659683889439028) | > loss_disc_real_2: 0.2065458744764328 (0.21165961303537892) | > loss_disc_real_3: 0.2129829078912735 (0.22777328568120156) | > loss_disc_real_4: 0.1760571300983429 (0.23094123109213768) | > loss_disc_real_5: 0.18197977542877197 (0.22352778599146875) | > loss_0: 2.2982449531555176 (2.345907293981123) | > grad_norm_0: tensor(12.5233, device='cuda:0') (tensor(9.6825, device='cuda:0')) | > loss_gen: 2.3707590103149414 (2.4821300968047106) | > loss_kl: 1.9146045446395874 (1.970278863945315) | > loss_feat: 6.847870349884033 (6.970927822974421) | > loss_mel: 17.243898391723633 (17.528524791040727) | > loss_duration: 2.0112602710723877 (2.0073214327135385) | > loss_1: 30.38839340209961 (30.959182939221783) | > grad_norm_1: tensor(42.5473, device='cuda:0') (tensor(98.3851, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.3684 (0.3696524827711044) | > loader_time: 0.0041 (0.0036589541742878574)  --> TIME: 2024-06-11 18:20:17 -- STEP: 149/330 -- GLOBAL_STEP: 291100 | > loss_disc: 2.3976149559020996 (2.3591360469792515) | > loss_disc_real_0: 0.10646620392799377 (0.11220602661171215) | > loss_disc_real_1: 0.1677107959985733 (0.1974869448466589) | > loss_disc_real_2: 0.20788665115833282 (0.21217324429710435) | > loss_disc_real_3: 0.20619888603687286 (0.22881379153504466) | > loss_disc_real_4: 0.28086403012275696 (0.23114762380219145) | > loss_disc_real_5: 0.27504825592041016 (0.2247682825830959) | > loss_0: 2.3976149559020996 (2.3591360469792515) | > grad_norm_0: tensor(9.9881, device='cuda:0') (tensor(10.1855, device='cuda:0')) | > loss_gen: 2.51987361907959 (2.4762139384378523) | > loss_kl: 2.14458966255188 (1.981193920109896) | > loss_feat: 6.623169898986816 (6.990074061707363) | > loss_mel: 18.021007537841797 (17.53011308580437) | > loss_duration: 2.0364391803741455 (2.011717197078985) | > loss_1: 31.34507942199707 (30.989312229540523) | > grad_norm_1: tensor(58.8310, device='cuda:0') (tensor(101.0805, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.378 (0.37112354752201365) | > loader_time: 0.0049 (0.0037745853398470273)  --> TIME: 2024-06-11 18:20:27 -- STEP: 174/330 -- GLOBAL_STEP: 291125 | > loss_disc: 2.36527943611145 (2.3675589081884807) | > loss_disc_real_0: 0.11656296998262405 (0.11390035745056196) | > loss_disc_real_1: 0.1868375986814499 (0.19754711778342038) | > loss_disc_real_2: 0.2456745207309723 (0.21340103918450998) | > loss_disc_real_3: 0.22315184772014618 (0.22979033635608082) | > loss_disc_real_4: 0.21141834557056427 (0.23235864774591622) | > loss_disc_real_5: 0.21492613852024078 (0.22527960499470262) | > loss_0: 2.36527943611145 (2.3675589081884807) | > grad_norm_0: tensor(16.0764, device='cuda:0') (tensor(10.4225, device='cuda:0')) | > loss_gen: 2.386826992034912 (2.4734571939227217) | > loss_kl: 1.8665826320648193 (1.9808448176274354) | > loss_feat: 6.804354190826416 (6.990846642132463) | > loss_mel: 17.749902725219727 (17.515297862305037) | > loss_duration: 2.0959341526031494 (2.0170493084808867) | > loss_1: 30.903600692749023 (30.97749585118787) | > grad_norm_1: tensor(208.9156, device='cuda:0') (tensor(104.9585, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.3726 (0.3723434881232251) | > loader_time: 0.0045 (0.0038703392291891165)  --> TIME: 2024-06-11 18:20:36 -- STEP: 199/330 -- GLOBAL_STEP: 291150 | > loss_disc: 2.3532049655914307 (2.3675670204450143) | > loss_disc_real_0: 0.12540584802627563 (0.1151975102760085) | > loss_disc_real_1: 0.21374936401844025 (0.19753821156731802) | > loss_disc_real_2: 0.24438691139221191 (0.21291632740641356) | > loss_disc_real_3: 0.23220574855804443 (0.22941456248412778) | > loss_disc_real_4: 0.23548844456672668 (0.2321614856696009) | > loss_disc_real_5: 0.23693746328353882 (0.22512657708259085) | > loss_0: 2.3532049655914307 (2.3675670204450143) | > grad_norm_0: tensor(9.3613, device='cuda:0') (tensor(11.6407, device='cuda:0')) | > loss_gen: 2.508885145187378 (2.471138750488433) | > loss_kl: 1.7818559408187866 (1.9828417067551733) | > loss_feat: 7.286770343780518 (6.9859837215749465) | > loss_mel: 17.688947677612305 (17.489181782133) | > loss_duration: 2.1386332511901855 (2.024916745909494) | > loss_1: 31.405092239379883 (30.95406277335469) | > grad_norm_1: tensor(189.5196, device='cuda:0') (tensor(122.8444, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.3893 (0.37440906337757207) | > loader_time: 0.0058 (0.003982734440559119)  --> TIME: 2024-06-11 18:20:47 -- STEP: 224/330 -- GLOBAL_STEP: 291175 | > loss_disc: 2.246062755584717 (2.3720500650150447) | > loss_disc_real_0: 0.1320112943649292 (0.1161043558136693) | > loss_disc_real_1: 0.19901470839977264 (0.19765729942758167) | > loss_disc_real_2: 0.22165265679359436 (0.21328546472692061) | > loss_disc_real_3: 0.20222052931785583 (0.2296052858499544) | > loss_disc_real_4: 0.19768396019935608 (0.23176704360438244) | > loss_disc_real_5: 0.19357162714004517 (0.2251042406340795) | > loss_0: 2.246062755584717 (2.3720500650150447) | > grad_norm_0: tensor(63.5333, device='cuda:0') (tensor(14.8371, device='cuda:0')) | > loss_gen: 2.7234251499176025 (2.4686712473630896) | > loss_kl: 1.9806104898452759 (1.9861748665571213) | > loss_feat: 8.102998733520508 (6.9882663658687045) | > loss_mel: 17.541196823120117 (17.468967969928464) | > loss_duration: 2.132636785507202 (2.032109964106762) | > loss_1: 32.480865478515625 (30.944190434047155) | > grad_norm_1: tensor(575.7784, device='cuda:0') (tensor(150.5936, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.4101 (0.3768764446888651) | > loader_time: 0.0046 (0.004097481923443932)  --> TIME: 2024-06-11 18:20:57 -- STEP: 249/330 -- GLOBAL_STEP: 291200 | > loss_disc: 2.3955962657928467 (2.3713050740789705) | > loss_disc_real_0: 0.06478749215602875 (0.11692784780479339) | > loss_disc_real_1: 0.24627229571342468 (0.1978278269609773) | > loss_disc_real_2: 0.22717653214931488 (0.2131570311914007) | > loss_disc_real_3: 0.24895550310611725 (0.22955582952164263) | > loss_disc_real_4: 0.1984979659318924 (0.23120079707189736) | > loss_disc_real_5: 0.2129717320203781 (0.2245716352060617) | > loss_0: 2.3955962657928467 (2.3713050740789705) | > grad_norm_0: tensor(43.4564, device='cuda:0') (tensor(18.2997, device='cuda:0')) | > loss_gen: 2.601125717163086 (2.475140918210806) | > loss_kl: 2.0010929107666016 (1.9859916431358062) | > loss_feat: 6.6266703605651855 (6.99406192771881) | > loss_mel: 17.363176345825195 (17.43607208910715) | > loss_duration: 2.110351085662842 (2.0400459498286714) | > loss_1: 30.702417373657227 (30.931312576355225) | > grad_norm_1: tensor(491.4861, device='cuda:0') (tensor(178.5500, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.4131 (0.38055003694741124) | > loader_time: 0.0058 (0.004200974621447214)  --> TIME: 2024-06-11 18:21:08 -- STEP: 274/330 -- GLOBAL_STEP: 291225 | > loss_disc: 2.3859901428222656 (2.372638584923571) | > loss_disc_real_0: 0.14556437730789185 (0.11832335833324133) | > loss_disc_real_1: 0.1729404628276825 (0.19777861237525943) | > loss_disc_real_2: 0.23201625049114227 (0.21323143462412547) | > loss_disc_real_3: 0.22225138545036316 (0.22973441017152615) | > loss_disc_real_4: 0.24118736386299133 (0.23152953369991622) | > loss_disc_real_5: 0.2401859611272812 (0.2247141903116755) | > loss_0: 2.3859901428222656 (2.372638584923571) | > grad_norm_0: tensor(31.2513, device='cuda:0') (tensor(20.9705, device='cuda:0')) | > loss_gen: 2.425945281982422 (2.482256354206669) | > loss_kl: 2.0151772499084473 (1.9871177699444067) | > loss_feat: 7.100671291351318 (7.016854921396631) | > loss_mel: 16.174943923950195 (17.392529341426197) | > loss_duration: 2.130695343017578 (2.0485683270614503) | > loss_1: 29.84743309020996 (30.927326787127196) | > grad_norm_1: tensor(724.3132, device='cuda:0') (tensor(204.6932, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.4515 (0.3854184046278905) | > loader_time: 0.0055 (0.004323747906371624)  --> TIME: 2024-06-11 18:21:20 -- STEP: 299/330 -- GLOBAL_STEP: 291250 | > loss_disc: 2.4255428314208984 (2.3731764846023506) | > loss_disc_real_0: 0.1423332840204239 (0.11861126012726372) | > loss_disc_real_1: 0.17044983804225922 (0.19802911499870265) | > loss_disc_real_2: 0.23879876732826233 (0.2136352367724065) | > loss_disc_real_3: 0.22584207355976105 (0.229810152913017) | > loss_disc_real_4: 0.2157449722290039 (0.23109804248331384) | > loss_disc_real_5: 0.2068593055009842 (0.22406861026550218) | > loss_0: 2.4255428314208984 (2.3731764846023506) | > grad_norm_0: tensor(48.6345, device='cuda:0') (tensor(22.2980, device='cuda:0')) | > loss_gen: 2.2625842094421387 (2.479744455088739) | > loss_kl: 2.0064406394958496 (1.9894626810399185) | > loss_feat: 6.974903106689453 (7.022775227409541) | > loss_mel: 17.39603042602539 (17.352214487898692) | > loss_duration: 2.2231781482696533 (2.0589969684447738) | > loss_1: 30.86313819885254 (30.903193866130103) | > grad_norm_1: tensor(436.6941, device='cuda:0') (tensor(225.8529, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.4925 (0.3914217223291811) | > loader_time: 0.007 (0.0045127270612429615)  --> TIME: 2024-06-11 18:21:34 -- STEP: 324/330 -- GLOBAL_STEP: 291275 | > loss_disc: 2.576965808868408 (2.3748361048875033) | > loss_disc_real_0: 0.13698378205299377 (0.11993334023856822) | > loss_disc_real_1: 0.13297981023788452 (0.19858653898592357) | > loss_disc_real_2: 0.2279832810163498 (0.21345631998998152) | > loss_disc_real_3: 0.2328680157661438 (0.22989677035330255) | > loss_disc_real_4: 0.2522164583206177 (0.2310359530426838) | > loss_disc_real_5: 0.2321011871099472 (0.22413268740530368) | > loss_0: 2.576965808868408 (2.3748361048875033) | > grad_norm_0: tensor(42.3947, device='cuda:0') (tensor(24.1141, device='cuda:0')) | > loss_gen: 2.080629348754883 (2.4802174634403644) | > loss_kl: 2.213061571121216 (1.9978586792210002) | > loss_feat: 7.093372821807861 (7.068734154289151) | > loss_mel: 16.70429039001465 (17.315831101970897) | > loss_duration: 2.266537666320801 (2.0733207427425167) | > loss_1: 30.357891082763672 (30.935962158956645) | > grad_norm_1: tensor(295.6788, device='cuda:0') (tensor(243.4759, device='cuda:0')) | > current_lr_0: 0.00018520022950887282 | > current_lr_1: 0.00018520022950887282 | > step_time: 0.6167 (0.4033797817465701) | > loader_time: 0.0087 (0.004804736302222733)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.553262710571289 (2.553262710571289) | > loss_disc_real_0: 0.10897622257471085 (0.10897622257471085) | > loss_disc_real_1: 0.23806729912757874 (0.23806729912757874) | > loss_disc_real_2: 0.34785065054893494 (0.34785065054893494) | > loss_disc_real_3: 0.23897264897823334 (0.23897264897823334) | > loss_disc_real_4: 0.2620789110660553 (0.2620789110660553) | > loss_disc_real_5: 0.2452491968870163 (0.2452491968870163) | > loss_0: 2.553262710571289 (2.553262710571289) | > loss_gen: 2.3579676151275635 (2.3579676151275635) | > loss_kl: 2.0334315299987793 (2.0334315299987793) | > loss_feat: 5.521249294281006 (5.521249294281006) | > loss_mel: 14.038841247558594 (14.038841247558594) | > loss_duration: 2.9553229808807373 (2.9553229808807373) | > loss_1: 26.906810760498047 (26.906810760498047)  --> STEP: 1 | > loss_disc: 2.0786819458007812 (2.0786819458007812) | > loss_disc_real_0: 0.1156906858086586 (0.1156906858086586) | > loss_disc_real_1: 0.16276313364505768 (0.16276313364505768) | > loss_disc_real_2: 0.12191520631313324 (0.12191520631313324) | > loss_disc_real_3: 0.20354372262954712 (0.20354372262954712) | > loss_disc_real_4: 0.18185876309871674 (0.18185876309871674) | > loss_disc_real_5: 0.14822492003440857 (0.14822492003440857) | > loss_0: 2.0786819458007812 (2.0786819458007812) | > loss_gen: 2.295111656188965 (2.295111656188965) | > loss_kl: 2.8390896320343018 (2.8390896320343018) | > loss_feat: 7.593498229980469 (7.593498229980469) | > loss_mel: 17.281898498535156 (17.281898498535156) | > loss_duration: 2.3585870265960693 (2.3585870265960693) | > loss_1: 32.36818313598633 (32.36818313598633)  --> STEP: 2 | > loss_disc: 2.37522554397583 (2.2269537448883057) | > loss_disc_real_0: 0.04288937896490097 (0.07929003238677979) | > loss_disc_real_1: 0.1567491739988327 (0.1597561538219452) | > loss_disc_real_2: 0.22914782166481018 (0.1755315139889717) | > loss_disc_real_3: 0.25110524892807007 (0.2273244857788086) | > loss_disc_real_4: 0.16141989827156067 (0.1716393306851387) | > loss_disc_real_5: 0.16487188637256622 (0.1565484032034874) | > loss_0: 2.37522554397583 (2.2269537448883057) | > loss_gen: 2.0265614986419678 (2.1608365774154663) | > loss_kl: 3.102691650390625 (2.9708906412124634) | > loss_feat: 5.941656589508057 (6.767577409744263) | > loss_mel: 18.10172462463379 (17.691811561584473) | > loss_duration: 2.452402114868164 (2.4054945707321167) | > loss_1: 31.625036239624023 (31.996609687805176)  --> STEP: 3 | > loss_disc: 2.226278781890869 (2.2267287572224936) | > loss_disc_real_0: 0.12731704115867615 (0.09529903531074524) | > loss_disc_real_1: 0.14090131223201752 (0.15347120662530264) | > loss_disc_real_2: 0.16911675035953522 (0.1733932594458262) | > loss_disc_real_3: 0.186528742313385 (0.2137259046236674) | > loss_disc_real_4: 0.16288939118385315 (0.16872268418471018) | > loss_disc_real_5: 0.19284729659557343 (0.16864803433418274) | > loss_0: 2.226278781890869 (2.2267287572224936) | > loss_gen: 2.3720171451568604 (2.231230099995931) | > loss_kl: 3.196629285812378 (3.0461368560791016) | > loss_feat: 7.20184326171875 (6.912332693735759) | > loss_mel: 16.552955627441406 (17.312192916870117) | > loss_duration: 2.2661118507385254 (2.3590336640675864) | > loss_1: 31.589555740356445 (31.860925038655598)  --> STEP: 4 | > loss_disc: 2.3183202743530273 (2.249626636505127) | > loss_disc_real_0: 0.11109372228384018 (0.09924770705401897) | > loss_disc_real_1: 0.191753089427948 (0.16304167732596397) | > loss_disc_real_2: 0.17066650092601776 (0.1727115698158741) | > loss_disc_real_3: 0.18899139761924744 (0.2075422778725624) | > loss_disc_real_4: 0.1855672150850296 (0.17293381690979004) | > loss_disc_real_5: 0.2141200751066208 (0.18001604452729225) | > loss_0: 2.3183202743530273 (2.249626636505127) | > loss_gen: 2.3203177452087402 (2.2535020112991333) | > loss_kl: 3.4104764461517334 (3.1372217535972595) | > loss_feat: 6.018964767456055 (6.6889907121658325) | > loss_mel: 18.421178817749023 (17.589439392089844) | > loss_duration: 2.363461971282959 (2.3601407408714294) | > loss_1: 32.534400939941406 (32.02929401397705)  --> STEP: 5 | > loss_disc: 2.270864248275757 (2.253874158859253) | > loss_disc_real_0: 0.13427762687206268 (0.10625369101762772) | > loss_disc_real_1: 0.23818914592266083 (0.17807117104530334) | > loss_disc_real_2: 0.22158625721931458 (0.18248650729656218) | > loss_disc_real_3: 0.21114110946655273 (0.20826204419136046) | > loss_disc_real_4: 0.14151953160762787 (0.1666509598493576) | > loss_disc_real_5: 0.16497597098350525 (0.17700802981853486) | > loss_0: 2.270864248275757 (2.253874158859253) | > loss_gen: 2.5999338626861572 (2.322788381576538) | > loss_kl: 2.8869152069091797 (3.0871604442596436) | > loss_feat: 6.861774921417236 (6.723547554016113) | > loss_mel: 18.563539505004883 (17.784259414672853) | > loss_duration: 2.3304555416107178 (2.354203701019287) | > loss_1: 33.242618560791016 (32.271958923339845)  --> STEP: 6 | > loss_disc: 2.470752477645874 (2.29002054532369) | > loss_disc_real_0: 0.11034983396530151 (0.10693638150890668) | > loss_disc_real_1: 0.1977444291114807 (0.18135004738966623) | > loss_disc_real_2: 0.18107864260673523 (0.18225186318159103) | > loss_disc_real_3: 0.24921616911888123 (0.2150877316792806) | > loss_disc_real_4: 0.21013064682483673 (0.17389757434527078) | > loss_disc_real_5: 0.17269515991210938 (0.17628921816746393) | > loss_0: 2.470752477645874 (2.29002054532369) | > loss_gen: 2.229933023452759 (2.307312488555908) | > loss_kl: 2.1055731773376465 (2.9235625664393106) | > loss_feat: 4.967574119567871 (6.430885314941406) | > loss_mel: 18.791269302368164 (17.952094395955402) | > loss_duration: 2.1859331130981445 (2.32615860303243) | > loss_1: 30.28028106689453 (31.940012613932293)  --> STEP: 7 | > loss_disc: 2.0447092056274414 (2.254976068224226) | > loss_disc_real_0: 0.11186493188142776 (0.10764046013355255) | > loss_disc_real_1: 0.1200622022151947 (0.1725946409361703) | > loss_disc_real_2: 0.23653745651245117 (0.1900069479431425) | > loss_disc_real_3: 0.20447228848934174 (0.21357123979500361) | > loss_disc_real_4: 0.16920246183872223 (0.17322684398719243) | > loss_disc_real_5: 0.15301738679409027 (0.17296467082841055) | > loss_0: 2.0447092056274414 (2.254976068224226) | > loss_gen: 2.6352415084838867 (2.354159491402762) | > loss_kl: 3.735964298248291 (3.0396199566977367) | > loss_feat: 7.944328784942627 (6.6470915249415805) | > loss_mel: 19.053464889526367 (18.109433037894114) | > loss_duration: 2.559749126434326 (2.3595286778041293) | > loss_1: 35.928749084472656 (32.509832109723774)  --> STEP: 8 | > loss_disc: 2.507205009460449 (2.2865046858787537) | > loss_disc_real_0: 0.13030166923999786 (0.11047311127185822) | > loss_disc_real_1: 0.21252937614917755 (0.1775864828377962) | > loss_disc_real_2: 0.23839861154556274 (0.19605590589344501) | > loss_disc_real_3: 0.24048861861228943 (0.21693591214716434) | > loss_disc_real_4: 0.19346939027309418 (0.17575716227293015) | > loss_disc_real_5: 0.22258102893829346 (0.17916671559214592) | > loss_0: 2.507205009460449 (2.2865046858787537) | > loss_gen: 2.2066054344177246 (2.3357152342796326) | > loss_kl: 3.5595695972442627 (3.1046136617660522) | > loss_feat: 9.058725357055664 (6.948545753955841) | > loss_mel: 18.122303009033203 (18.1110417842865) | > loss_duration: 2.238959312438965 (2.344457507133484) | > loss_1: 35.186161041259766 (32.84437322616577)  --> STEP: 9 | > loss_disc: 2.323887825012207 (2.290658368004693) | > loss_disc_real_0: 0.13241443037986755 (0.11291103561719258) | > loss_disc_real_1: 0.22307229042053223 (0.1826404614581002) | > loss_disc_real_2: 0.30944013595581055 (0.2086541536781523) | > loss_disc_real_3: 0.21967105567455292 (0.21723981698354086) | > loss_disc_real_4: 0.18292845785617828 (0.17655397289329106) | > loss_disc_real_5: 0.1734774112701416 (0.17853457066747877) | > loss_0: 2.323887825012207 (2.290658368004693) | > loss_gen: 2.583434820175171 (2.36323963271247) | > loss_kl: 2.784252405166626 (3.0690179665883384) | > loss_feat: 9.115460395812988 (7.189314047495524) | > loss_mel: 19.1954345703125 (18.231529871622723) | > loss_duration: 2.167858362197876 (2.3248353799184165) | > loss_1: 35.846439361572266 (33.17793613009982)  --> STEP: 10 | > loss_disc: 2.2675459384918213 (2.2883471250534058) | > loss_disc_real_0: 0.09235827624797821 (0.11085575968027114) | > loss_disc_real_1: 0.15829502046108246 (0.18020591735839844) | > loss_disc_real_2: 0.23562966287136078 (0.21135170459747316) | > loss_disc_real_3: 0.20542027056217194 (0.21605786234140395) | > loss_disc_real_4: 0.1634771078824997 (0.1752462863922119) | > loss_disc_real_5: 0.16412436962127686 (0.17709355056285858) | > loss_0: 2.2675459384918213 (2.2883471250534058) | > loss_gen: 2.2986981868743896 (2.3567854881286623) | > loss_kl: 3.287233829498291 (3.0908395528793333) | > loss_feat: 6.141427516937256 (7.084525394439697) | > loss_mel: 17.638370513916016 (18.17221393585205) | > loss_duration: 2.3712430000305176 (2.3294761419296264) | > loss_1: 31.73697280883789 (33.033839797973634)  --> STEP: 11 | > loss_disc: 2.417085647583008 (2.3000506271015513) | > loss_disc_real_0: 0.1298297494649887 (0.1125806678425182) | > loss_disc_real_1: 0.19914911687374115 (0.18192802640524777) | > loss_disc_real_2: 0.294643372297287 (0.21892367438836532) | > loss_disc_real_3: 0.19159142673015594 (0.21383364092219959) | > loss_disc_real_4: 0.20454992353916168 (0.17791025340557098) | > loss_disc_real_5: 0.23266847431659698 (0.18214581635865298) | > loss_0: 2.417085647583008 (2.3000506271015513) | > loss_gen: 2.3865787982940674 (2.3594939708709717) | > loss_kl: 3.6991989612579346 (3.1461449536410244) | > loss_feat: 7.393499374389648 (7.112613938071511) | > loss_mel: 16.345762252807617 (18.0061728737571) | > loss_duration: 2.555382013320923 (2.3500130393288354) | > loss_1: 32.38042449951172 (32.97443840720437)  --> STEP: 12 | > loss_disc: 2.5142571926116943 (2.3179011742273965) | > loss_disc_real_0: 0.07042960077524185 (0.10906807892024517) | > loss_disc_real_1: 0.20220893621444702 (0.18361810222268105) | > loss_disc_real_2: 0.2883506715297699 (0.22470925748348236) | > loss_disc_real_3: 0.27840903401374817 (0.21921492367982864) | > loss_disc_real_4: 0.17618291079998016 (0.17776630818843842) | > loss_disc_real_5: 0.18739880621433258 (0.18258356551329294) | > loss_0: 2.5142571926116943 (2.3179011742273965) | > loss_gen: 2.12172269821167 (2.339679698149363) | > loss_kl: 3.366848945617676 (3.164536952972412) | > loss_feat: 6.708641052246094 (7.078949530919393) | > loss_mel: 16.75666046142578 (17.90204683939616) | > loss_duration: 2.3117470741271973 (2.3468242088953657) | > loss_1: 31.2656192779541 (32.83203681310018)  --> STEP: 13 | > loss_disc: 2.4585165977478027 (2.328717745267428) | > loss_disc_real_0: 0.1627490222454071 (0.11319738225294994) | > loss_disc_real_1: 0.12856143712997437 (0.1793829741386267) | > loss_disc_real_2: 0.28109100461006165 (0.2290463149547577) | > loss_disc_real_3: 0.28135135769844055 (0.22399464937356803) | > loss_disc_real_4: 0.21873727440834045 (0.18091792097458473) | > loss_disc_real_5: 0.2313784807920456 (0.18633702053473547) | > loss_0: 2.4585165977478027 (2.328717745267428) | > loss_gen: 2.466618776321411 (2.349444242624136) | > loss_kl: 3.6128108501434326 (3.199019560447106) | > loss_feat: 4.69312858581543 (6.895424842834473) | > loss_mel: 14.479933738708496 (17.63880737011249) | > loss_duration: 2.2532126903533936 (2.3396233228536754) | > loss_1: 27.505704879760742 (32.422318972074066)  --> STEP: 14 | > loss_disc: 2.4267477989196777 (2.3357198919568742) | > loss_disc_real_0: 0.13845878839492798 (0.11500176840594836) | > loss_disc_real_1: 0.15994203090667725 (0.1779943353363446) | > loss_disc_real_2: 0.23729410767555237 (0.22963544300624303) | > loss_disc_real_3: 0.25770530104637146 (0.22640255306448256) | > loss_disc_real_4: 0.2162076085805893 (0.1834386129464422) | > loss_disc_real_5: 0.18775257468223572 (0.1864381315452712) | > loss_0: 2.4267477989196777 (2.3357198919568742) | > loss_gen: 2.3115997314453125 (2.3467410632542203) | > loss_kl: 3.366739511489868 (3.2109995569501604) | > loss_feat: 5.90107536315918 (6.824399880000523) | > loss_mel: 19.26270294189453 (17.754799910954066) | > loss_duration: 2.3268256187438965 (2.338709201131548) | > loss_1: 33.168941497802734 (32.47564915248326)  --> STEP: 15 | > loss_disc: 2.515838861465454 (2.347727823257446) | > loss_disc_real_0: 0.20815610885620117 (0.12121205776929855) | > loss_disc_real_1: 0.17162400484085083 (0.177569646636645) | > loss_disc_real_2: 0.26847711205482483 (0.23222488760948182) | > loss_disc_real_3: 0.2262006253004074 (0.2263890912135442) | > loss_disc_real_4: 0.1822589784860611 (0.18335997064908346) | > loss_disc_real_5: 0.17594121396541595 (0.18573833703994752) | > loss_0: 2.515838861465454 (2.347727823257446) | > loss_gen: 2.318477153778076 (2.3448568026224774) | > loss_kl: 3.4055001735687256 (3.2239662647247314) | > loss_feat: 6.613841533660889 (6.810362656911214) | > loss_mel: 17.962270736694336 (17.76863129933675) | > loss_duration: 2.344785690307617 (2.339114300409953) | > loss_1: 32.644874572753906 (32.48693084716797)  --> STEP: 16 | > loss_disc: 2.7133736610412598 (2.3705806881189346) | > loss_disc_real_0: 0.24418669939041138 (0.1288979728706181) | > loss_disc_real_1: 0.16511091589927673 (0.17679097596555948) | > loss_disc_real_2: 0.34312257170677185 (0.23915599286556244) | > loss_disc_real_3: 0.2718701660633087 (0.2292316583916545) | > loss_disc_real_4: 0.24209551513195038 (0.18703094217926264) | > loss_disc_real_5: 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(3.15710412754732) | > loss_feat: 5.771594524383545 (6.785440921783447) | > loss_mel: 18.43549919128418 (17.848576096927417) | > loss_duration: 2.4629387855529785 (2.34972687328563) | > loss_1: 31.211341857910156 (32.465029548196235)  --> STEP: 18 | > loss_disc: 2.1408352851867676 (2.3758811818228827) | > loss_disc_real_0: 0.06768755614757538 (0.12260752626591259) | > loss_disc_real_1: 0.08190847933292389 (0.16981872999005848) | > loss_disc_real_2: 0.21763473749160767 (0.23793073329660627) | > loss_disc_real_3: 0.20473851263523102 (0.22671937031878364) | > loss_disc_real_4: 0.1802617758512497 (0.1890550669696596) | > loss_disc_real_5: 0.1894928216934204 (0.19220022194915348) | > loss_0: 2.1408352851867676 (2.3758811818228827) | > loss_gen: 2.4667720794677734 (2.3321035504341125) | > loss_kl: 2.4446139335632324 (3.1175213389926486) | > loss_feat: 8.757713317871094 (6.895011610454983) | > loss_mel: 19.083940505981445 (17.917207452985977) | > loss_duration: 2.1836133003234863 (2.3404983414544) | > loss_1: 34.93665313720703 (32.602341969807945)  --> STEP: 19 | > loss_disc: 2.397256851196289 (2.377006217053062) | > loss_disc_real_0: 0.13340042531490326 (0.12317557358428051) | > loss_disc_real_1: 0.15563802421092987 (0.16907237705431485) | > loss_disc_real_2: 0.18618308007717133 (0.23520717260084653) | > loss_disc_real_3: 0.19602733850479126 (0.22510400022331037) | > loss_disc_real_4: 0.15425971150398254 (0.18722373247146606) | > loss_disc_real_5: 0.19098562002182007 (0.1921362955319254) | > loss_0: 2.397256851196289 (2.377006217053062) | > loss_gen: 2.1727306842803955 (2.323715504847075) | > loss_kl: 2.181103229522705 (3.068236175336336) | > loss_feat: 6.129921913146973 (6.8547437316492985) | > loss_mel: 18.1489200592041 (17.929402853313245) | > loss_duration: 2.3373241424560547 (2.340331278349224) | > loss_1: 30.970001220703125 (32.51642929880243)  --> STEP: 20 | > loss_disc: 2.5521135330200195 (2.38576158285141) | > loss_disc_real_0: 0.12122595310211182 (0.12307809256017208) | > loss_disc_real_1: 0.1691814512014389 (0.16907783076167107) | > loss_disc_real_2: 0.29980701208114624 (0.23843716457486153) | > loss_disc_real_3: 0.2351188063621521 (0.22560474053025245) | > loss_disc_real_4: 0.20997409522533417 (0.18836125060915948) | > loss_disc_real_5: 0.20320746302604675 (0.19268985390663146) | > loss_0: 2.5521135330200195 (2.38576158285141) | > loss_gen: 2.058522939682007 (2.3104558765888212) | > loss_kl: 2.117661476135254 (3.020707440376282) | > loss_feat: 6.22476053237915 (6.823244571685791) | > loss_mel: 15.309478759765625 (17.798406648635865) | > loss_duration: 2.3603596687316895 (2.341332697868347) | > loss_1: 28.070783615112305 (32.29414701461792)  --> STEP: 21 | > loss_disc: 2.3713934421539307 (2.3850773856753396) | > loss_disc_real_0: 0.14908844232559204 (0.1243166806442397) | > loss_disc_real_1: 0.1410929560661316 (0.1677452176809311) | > loss_disc_real_2: 0.2614186108112335 (0.23953151915754592) | > loss_disc_real_3: 0.19529366493225098 (0.22416135597796666) | > loss_disc_real_4: 0.17588485777378082 (0.18776713666461764) | > loss_disc_real_5: 0.13859906792640686 (0.19011410219328745) | > loss_0: 2.3713934421539307 (2.3850773856753396) | > loss_gen: 2.014033079147339 (2.296340505282084) | > loss_kl: 2.3643219470977783 (2.989450988315401) | > loss_feat: 4.64089822769165 (6.71932331720988) | > loss_mel: 13.09348201751709 (17.57436261858259) | > loss_duration: 2.155266284942627 (2.332472392490932) | > loss_1: 24.26799964904785 (31.911949521019345)  --> STEP: 22 | > loss_disc: 2.159883737564087 (2.3748413107611914) | > loss_disc_real_0: 0.08788660168647766 (0.12266076796434143) | > loss_disc_real_1: 0.11415931582450867 (0.16530949486927551) | > loss_disc_real_2: 0.20167267322540283 (0.23781066252426666) | > loss_disc_real_3: 0.1947384923696518 (0.22282395308667963) | > loss_disc_real_4: 0.17852935194969177 (0.18734723735939374) | > loss_disc_real_5: 0.15676121413707733 (0.18859806182709607) | > loss_0: 2.159883737564087 (2.3748413107611914) | > loss_gen: 2.490294933319092 (2.3051566156474026) | > loss_kl: 2.3807597160339355 (2.9617832032116977) | > loss_feat: 7.787445068359375 (6.767874305898493) | > loss_mel: 18.39197540283203 (17.611526836048473) | > loss_duration: 2.2142882347106934 (2.327100385319103) | > loss_1: 33.26476287841797 (31.973441037264738)  --> STEP: 23 | > loss_disc: 2.202700614929199 (2.3673569326815396) | > loss_disc_real_0: 0.14705432951450348 (0.12372135759695717) | > loss_disc_real_1: 0.18640948832035065 (0.16622688588888748) | > loss_disc_real_2: 0.22657442092895508 (0.23732213028099225) | > loss_disc_real_3: 0.2618778645992279 (0.2245219492393991) | > loss_disc_real_4: 0.17396411299705505 (0.18676536238711813) | > loss_disc_real_5: 0.15178422629833221 (0.18699746028236722) | > loss_0: 2.202700614929199 (2.3673569326815396) | > loss_gen: 2.5276565551757812 (2.31483052606168) | > loss_kl: 2.5254013538360596 (2.9428100793258003) | > loss_feat: 6.011515140533447 (6.734989124795665) | > loss_mel: 17.335880279541016 (17.599542203156844) | > loss_duration: 2.2680182456970215 (2.324531596639882) | > loss_1: 30.668472290039062 (31.91670326564623)  --> STEP: 24 | > loss_disc: 2.4832603931427 (2.3721862435340877) | > loss_disc_real_0: 0.18845728039741516 (0.12641868771364292) | > loss_disc_real_1: 0.14048762619495392 (0.16515441673497358) | > loss_disc_real_2: 0.2925706207752228 (0.23962415071825185) | > loss_disc_real_3: 0.2216474860906601 (0.224402179941535) | > loss_disc_real_4: 0.21444232761859894 (0.18791856927176318) | > loss_disc_real_5: 0.23073531687259674 (0.18881987097362676) | > loss_0: 2.4832603931427 (2.3721862435340877) | > loss_gen: 2.2406508922576904 (2.3117397079865136) | > loss_kl: 2.4998812675476074 (2.9243547121683755) | > loss_feat: 5.9433112144470215 (6.7020025451978045) | > loss_mel: 18.148897171020508 (17.622431993484497) | > loss_duration: 2.433487892150879 (2.3290714422861734) | > loss_1: 31.26622772216797 (31.8896001180013)  --> STEP: 25 | > loss_disc: 2.290955066680908 (2.3689369964599605) | > loss_disc_real_0: 0.06995966285467148 (0.12416032671928406) | > loss_disc_real_1: 0.1331721544265747 (0.16387512624263764) | > loss_disc_real_2: 0.25943487882614136 (0.24041657984256745) | > loss_disc_real_3: 0.24997836351394653 (0.22542522728443146) | > loss_disc_real_4: 0.15039336681365967 (0.18641756117343902) | > loss_disc_real_5: 0.13151587545871735 (0.1865277111530304) | > loss_0: 2.290955066680908 (2.3689369964599605) | > loss_gen: 2.1749320030212402 (2.306267399787903) | > loss_kl: 2.5492191314697266 (2.9093492889404295) | > loss_feat: 6.792555809020996 (6.705624675750732) | > loss_mel: 16.343990325927734 (17.571294326782226) | > loss_duration: 2.36631441116333 (2.3305611610412598) | > loss_1: 30.22701072692871 (31.8230965423584)  --> STEP: 26 | > loss_disc: 2.5354998111724854 (2.375343258564288) | > loss_disc_real_0: 0.1414324939250946 (0.12482464084258446) | > loss_disc_real_1: 0.20138472318649292 (0.16531780304817054) | > loss_disc_real_2: 0.243056982755661 (0.24051813380076334) | > loss_disc_real_3: 0.16337616741657257 (0.2230387249818215) | > loss_disc_real_4: 0.2220207303762436 (0.18778691383508536) | > loss_disc_real_5: 0.17392216622829437 (0.186042882502079) | > loss_0: 2.5354998111724854 (2.375343258564288) | > loss_gen: 2.0609371662139893 (2.2968316215735216) | > loss_kl: 2.154911994934082 (2.8803324699401855) | > loss_feat: 9.81023120880127 (6.825032619329599) | > loss_mel: 14.446252822875977 (17.45110042278583) | > loss_duration: 2.2977395057678223 (2.329298789684589) | > loss_1: 30.77007293701172 (31.78259563446045) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024225528423602763 (-6.814186389629681e-05) | > avg_loss_disc: 2.375343258564288 (-0.12099076234377426) | > avg_loss_disc_real_0: 0.12482464084258446 (-0.03381679665583831) | > avg_loss_disc_real_1: 0.16531780304817054 (-0.04560533423836413) | > avg_loss_disc_real_2: 0.24051813380076334 (+0.019595126119943768) | > avg_loss_disc_real_3: 0.2230387249818215 (-0.05935965936917534) | > avg_loss_disc_real_4: 0.18778691383508536 (-0.055642394492259384) | > avg_loss_disc_real_5: 0.186042882502079 (-0.06350394395681527) | > avg_loss_0: 2.375343258564288 (-0.12099076234377426) | > avg_loss_gen: 2.2968316215735216 (-0.11085365827266935) | > avg_loss_kl: 2.8803324699401855 (+0.014883848337026606) | > avg_loss_feat: 6.825032619329599 (+0.22484555611243628) | > avg_loss_mel: 17.45110042278583 (+0.06855359444250553) | > avg_loss_duration: 2.329298789684589 (-0.010391932267408865) | > avg_loss_1: 31.78259563446045 (+0.1870368077204816)  > EPOCH: 616/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:21:57)   --> TIME: 2024-06-11 18:22:05 -- STEP: 19/330 -- GLOBAL_STEP: 291300 | > loss_disc: 2.4353995323181152 (2.3593764556081673) | > loss_disc_real_0: 0.09006986021995544 (0.1011816686705539) | > loss_disc_real_1: 0.1840279996395111 (0.20019637205098806) | > loss_disc_real_2: 0.18806295096874237 (0.21213042657626302) | > loss_disc_real_3: 0.21870100498199463 (0.23427048168684306) | > loss_disc_real_4: 0.25493019819259644 (0.23751937950912275) | > loss_disc_real_5: 0.24259191751480103 (0.22768579501854747) | > loss_0: 2.4353995323181152 (2.3593764556081673) | > grad_norm_0: tensor(6.3954, device='cuda:0') (tensor(7.7498, device='cuda:0')) | > loss_gen: 2.2654147148132324 (2.4713266397777356) | > loss_kl: 1.9616079330444336 (1.949583235539888) | > loss_feat: 6.252805233001709 (6.855440114673815) | > loss_mel: 16.298011779785156 (17.859263169138057) | > loss_duration: 2.0077667236328125 (2.0740737664072135) | > loss_1: 28.785606384277344 (31.209686881617497) | > grad_norm_1: tensor(59.2629, device='cuda:0') (tensor(71.5806, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.36 (0.3555341268840589) | > loader_time: 0.0035 (0.0031442014794600638)  --> TIME: 2024-06-11 18:22:14 -- STEP: 44/330 -- GLOBAL_STEP: 291325 | > loss_disc: 2.361741542816162 (2.3616340051997784) | > loss_disc_real_0: 0.08614520728588104 (0.10445329242131927) | > loss_disc_real_1: 0.1744413822889328 (0.1967642835595391) | > loss_disc_real_2: 0.22232623398303986 (0.21571076966144823) | > loss_disc_real_3: 0.25503069162368774 (0.2299320934848352) | > loss_disc_real_4: 0.25769394636154175 (0.2320434722033414) | > loss_disc_real_5: 0.23576541244983673 (0.22494803301312707) | > loss_0: 2.361741542816162 (2.3616340051997784) | > grad_norm_0: tensor(20.6968, device='cuda:0') (tensor(8.7226, device='cuda:0')) | > loss_gen: 2.7180392742156982 (2.4884451898661535) | > loss_kl: 1.932938814163208 (1.9442597790197893) | > loss_feat: 7.698407173156738 (7.011483105746183) | > loss_mel: 17.267948150634766 (17.742790287191216) | > loss_duration: 1.9214136600494385 (2.020958025347102) | > loss_1: 31.538745880126953 (31.207936113530938) | > grad_norm_1: tensor(115.1251, device='cuda:0') (tensor(89.7597, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.3627 (0.35846343365582545) | > loader_time: 0.0032 (0.0032522949305447664)  --> TIME: 2024-06-11 18:22:24 -- STEP: 69/330 -- GLOBAL_STEP: 291350 | > loss_disc: 2.3940296173095703 (2.3653382218402355) | > loss_disc_real_0: 0.14243900775909424 (0.10934385851673457) | > loss_disc_real_1: 0.21130603551864624 (0.19561225175857544) | > loss_disc_real_2: 0.1980045735836029 (0.21389406465965768) | > loss_disc_real_3: 0.2251311093568802 (0.22984810216703278) | > loss_disc_real_4: 0.22339394688606262 (0.23361376683781113) | > loss_disc_real_5: 0.18974550068378448 (0.22716977782007577) | > loss_0: 2.3940296173095703 (2.3653382218402355) | > grad_norm_0: tensor(21.1486, device='cuda:0') (tensor(10.1291, device='cuda:0')) | > loss_gen: 2.2407374382019043 (2.484388849009638) | > loss_kl: 2.0788750648498535 (1.9394841764284216) | > loss_feat: 6.495628356933594 (6.987414422242538) | > loss_mel: 16.697307586669922 (17.70948530280072) | > loss_duration: 1.9340580701828003 (2.0067730571912676) | > loss_1: 29.446605682373047 (31.127545674641926) | > grad_norm_1: tensor(156.9274, device='cuda:0') (tensor(110.6434, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.3608 (0.36350720861683716) | > loader_time: 0.0036 (0.00343864551488904)  --> TIME: 2024-06-11 18:22:33 -- STEP: 94/330 -- GLOBAL_STEP: 291375 | > loss_disc: 2.3157923221588135 (2.353159917161819) | > loss_disc_real_0: 0.08723501116037369 (0.10894804186326393) | > loss_disc_real_1: 0.1758565455675125 (0.1950161950068271) | > loss_disc_real_2: 0.19043777883052826 (0.2114227552046167) | > loss_disc_real_3: 0.20642516016960144 (0.2290941798623572) | > loss_disc_real_4: 0.23116739094257355 (0.23374828934035402) | > loss_disc_real_5: 0.2278166562318802 (0.22518185668803276) | > loss_0: 2.3157923221588135 (2.353159917161819) | > grad_norm_0: tensor(16.0178, device='cuda:0') (tensor(10.9843, device='cuda:0')) | > loss_gen: 2.5458781719207764 (2.4922899768707594) | > loss_kl: 1.9967098236083984 (1.9526532343093386) | > loss_feat: 6.950185298919678 (6.996393726227131) | > loss_mel: 18.084110260009766 (17.629972934722904) | > loss_duration: 2.0221734046936035 (2.0044463670000114) | > loss_1: 31.599056243896484 (31.07575611357993) | > grad_norm_1: tensor(62.2651, device='cuda:0') (tensor(115.6049, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.3665 (0.36685485028206016) | > loader_time: 0.0038 (0.0036143444954080785)  --> TIME: 2024-06-11 18:22:43 -- STEP: 119/330 -- GLOBAL_STEP: 291400 | > loss_disc: 2.4218814373016357 (2.3566453597124886) | > loss_disc_real_0: 0.11559464037418365 (0.11090903942074094) | > loss_disc_real_1: 0.15964831411838531 (0.19453598546380757) | > loss_disc_real_2: 0.24593320488929749 (0.21269279956316747) | > loss_disc_real_3: 0.22673368453979492 (0.23033785820007324) | > loss_disc_real_4: 0.2198367565870285 (0.23352924865834854) | > loss_disc_real_5: 0.20534050464630127 (0.2253568323970843) | > loss_0: 2.4218814373016357 (2.3566453597124886) | > grad_norm_0: tensor(14.5268, device='cuda:0') (tensor(10.6363, device='cuda:0')) | > loss_gen: 2.3901729583740234 (2.490027842401456) | > loss_kl: 2.08317494392395 (1.9586533448275398) | > loss_feat: 6.815400123596191 (7.002720628465925) | > loss_mel: 18.21925163269043 (17.653312707147677) | > loss_duration: 1.9921023845672607 (2.0047494974456916) | > loss_1: 31.50010108947754 (31.109463908091314) | > grad_norm_1: tensor(52.0687, device='cuda:0') (tensor(108.8227, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.3757 (0.3690875999066007) | > loader_time: 0.004 (0.003747529342394917)  --> TIME: 2024-06-11 18:22:53 -- STEP: 144/330 -- GLOBAL_STEP: 291425 | > loss_disc: 2.370722770690918 (2.362533180250062) | > loss_disc_real_0: 0.16521617770195007 (0.11306935077947047) | > loss_disc_real_1: 0.21119628846645355 (0.1952360235154629) | > loss_disc_real_2: 0.20351646840572357 (0.21274061045712897) | > loss_disc_real_3: 0.1899479478597641 (0.2299049146887329) | > loss_disc_real_4: 0.22343507409095764 (0.23311167199992472) | > loss_disc_real_5: 0.20794160664081573 (0.22552956413063738) | > loss_0: 2.370722770690918 (2.362533180250062) | > grad_norm_0: tensor(13.2732, device='cuda:0') (tensor(10.5384, device='cuda:0')) | > loss_gen: 2.3746910095214844 (2.4818346616294646) | > loss_kl: 1.9820221662521362 (1.9611301587687597) | > loss_feat: 6.7006964683532715 (6.983738140927421) | > loss_mel: 16.76877784729004 (17.644861572318607) | > loss_duration: 2.0009889602661133 (2.0093747592634625) | > loss_1: 29.82717514038086 (31.08093912071652) | > grad_norm_1: tensor(167.9164, device='cuda:0') (tensor(106.0954, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.3885 (0.3716938793659209) | > loader_time: 0.004 (0.003852723373307122)  --> TIME: 2024-06-11 18:23:03 -- STEP: 169/330 -- GLOBAL_STEP: 291450 | > loss_disc: 2.3927390575408936 (2.3704654676674393) | > loss_disc_real_0: 0.08482244610786438 (0.11434829742069075) | > loss_disc_real_1: 0.19456489384174347 (0.19600681361009387) | > loss_disc_real_2: 0.2333710491657257 (0.21325968858405683) | > loss_disc_real_3: 0.26110807061195374 (0.2306057117747132) | > loss_disc_real_4: 0.23157313466072083 (0.2333667319730894) | > loss_disc_real_5: 0.23400545120239258 (0.22582666293756495) | > loss_0: 2.3927390575408936 (2.3704654676674393) | > grad_norm_0: tensor(17.2427, device='cuda:0') (tensor(10.9460, device='cuda:0')) | > loss_gen: 2.479633092880249 (2.4759691339978103) | > loss_kl: 1.9847238063812256 (1.970338891949174) | > loss_feat: 7.092773914337158 (6.9601574226243965) | > loss_mel: 18.04266929626465 (17.634536207074948) | > loss_duration: 2.0535926818847656 (2.0144844732340985) | > loss_1: 31.653392791748047 (31.055485968053695) | > grad_norm_1: tensor(76.6335, device='cuda:0') (tensor(110.7514, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.4 (0.37446866797272244) | > loader_time: 0.0044 (0.003971906808706431)  --> TIME: 2024-06-11 18:23:13 -- STEP: 194/330 -- GLOBAL_STEP: 291475 | > loss_disc: 2.432810068130493 (2.3691675429491665) | > loss_disc_real_0: 0.14445167779922485 (0.11590349009817409) | > loss_disc_real_1: 0.22161701321601868 (0.19626088402013192) | > loss_disc_real_2: 0.19121602177619934 (0.21281981329942487) | > loss_disc_real_3: 0.222406268119812 (0.23023469899733043) | > loss_disc_real_4: 0.24018852412700653 (0.2331576978730172) | > loss_disc_real_5: 0.20175373554229736 (0.2250509736003335) | > loss_0: 2.432810068130493 (2.3691675429491665) | > grad_norm_0: tensor(10.9612, device='cuda:0') (tensor(11.1656, device='cuda:0')) | > loss_gen: 2.305462121963501 (2.474556258044292) | > loss_kl: 2.04184889793396 (1.9756654064679884) | > loss_feat: 6.916663646697998 (6.960800281504995) | > loss_mel: 17.427284240722656 (17.60253829071202) | > loss_duration: 2.0339648723602295 (2.021695335501247) | > loss_1: 30.725221633911133 (31.035255432128906) | > grad_norm_1: tensor(165.6993, device='cuda:0') (tensor(115.3661, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.3867 (0.3762442488031287) | > loader_time: 0.005 (0.004056929313030439)  --> TIME: 2024-06-11 18:23:23 -- STEP: 219/330 -- GLOBAL_STEP: 291500 | > loss_disc: 2.2856991291046143 (2.370135869065378) | > loss_disc_real_0: 0.15890058875083923 (0.11652724536722653) | > loss_disc_real_1: 0.16298481822013855 (0.19595437377827357) | > loss_disc_real_2: 0.1985558569431305 (0.21266268357022167) | > loss_disc_real_3: 0.2226586937904358 (0.23017736833933825) | > loss_disc_real_4: 0.22206531465053558 (0.23304582526694695) | > loss_disc_real_5: 0.23963458836078644 (0.22485869721462737) | > loss_0: 2.2856991291046143 (2.370135869065378) | > grad_norm_0: tensor(33.5916, device='cuda:0') (tensor(13.1539, device='cuda:0')) | > loss_gen: 2.5631802082061768 (2.474071620261832) | > loss_kl: 2.066063404083252 (1.9794266349104441) | > loss_feat: 6.84537410736084 (6.959468922114263) | > loss_mel: 17.064159393310547 (17.568311312427255) | > loss_duration: 2.0932726860046387 (2.0291472553662495) | > loss_1: 30.632051467895508 (31.010425646011143) | > grad_norm_1: tensor(297.1538, device='cuda:0') (tensor(134.4820, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.4008 (0.37946025748231077) | > loader_time: 0.0052 (0.004168362377985426) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_291500.pth  --> TIME: 2024-06-11 18:23:39 -- STEP: 244/330 -- GLOBAL_STEP: 291525 | > loss_disc: 2.5419723987579346 (2.368728657237821) | > loss_disc_real_0: 0.16626355051994324 (0.1179905301723324) | > loss_disc_real_1: 0.2768479287624359 (0.19645588472485545) | > loss_disc_real_2: 0.2130011022090912 (0.21232064355347977) | > loss_disc_real_3: 0.23629426956176758 (0.23013852524464248) | > loss_disc_real_4: 0.2402888834476471 (0.2316037341952324) | > loss_disc_real_5: 0.2600879371166229 (0.22409986179383073) | > loss_0: 2.5419723987579346 (2.368728657237821) | > grad_norm_0: tensor(17.9493, device='cuda:0') (tensor(15.5944, device='cuda:0')) | > loss_gen: 2.4310052394866943 (2.4814130683414266) | > loss_kl: 2.0309057235717773 (1.9842180956582554) | > loss_feat: 6.0690202713012695 (6.971297762433037) | > loss_mel: 16.868173599243164 (17.51644145074438) | > loss_duration: 2.0533745288848877 (2.0375200866675742) | > loss_1: 29.45248031616211 (30.990890370040642) | > grad_norm_1: tensor(218.6799, device='cuda:0') (tensor(157.6581, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.4368 (0.38449200352684376) | > loader_time: 0.0057 (0.004296480632219157)  --> TIME: 2024-06-11 18:23:50 -- STEP: 269/330 -- GLOBAL_STEP: 291550 | > loss_disc: 2.402881622314453 (2.3690764044297246) | > loss_disc_real_0: 0.1433359980583191 (0.11839644112329945) | > loss_disc_real_1: 0.1594984233379364 (0.19631719567075537) | > loss_disc_real_2: 0.21784962713718414 (0.21240435053203185) | > loss_disc_real_3: 0.24055035412311554 (0.23022640604511957) | > loss_disc_real_4: 0.21505171060562134 (0.2316021945839921) | > loss_disc_real_5: 0.19802752137184143 (0.223856968452053) | > loss_0: 2.402881622314453 (2.3690764044297246) | > grad_norm_0: tensor(9.6485, device='cuda:0') (tensor(17.9539, device='cuda:0')) | > loss_gen: 2.540688991546631 (2.4869999566485887) | > loss_kl: 1.9776923656463623 (1.9913784531412515) | > loss_feat: 6.629122734069824 (6.991414885538662) | > loss_mel: 17.36005401611328 (17.476534687453494) | > loss_duration: 2.1569571495056152 (2.046034210676596) | > loss_1: 30.66451644897461 (30.992362139393407) | > grad_norm_1: tensor(223.2953, device='cuda:0') (tensor(179.4978, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.4587 (0.3893740088523097) | > loader_time: 0.0064 (0.004436124213122966)  --> TIME: 2024-06-11 18:24:02 -- STEP: 294/330 -- GLOBAL_STEP: 291575 | > loss_disc: 2.3710567951202393 (2.3731018239949044) | > loss_disc_real_0: 0.12229061871767044 (0.11928489401328321) | > loss_disc_real_1: 0.2051389366388321 (0.19710780817026996) | > loss_disc_real_2: 0.22194333374500275 (0.21262846608348443) | > loss_disc_real_3: 0.25476720929145813 (0.23014213905042533) | > loss_disc_real_4: 0.2351742535829544 (0.23204081713342342) | > loss_disc_real_5: 0.21559374034404755 (0.22407746766092015) | > loss_0: 2.3710567951202393 (2.3731018239949044) | > grad_norm_0: tensor(37.3093, device='cuda:0') (tensor(18.7342, device='cuda:0')) | > loss_gen: 2.510735511779785 (2.4804627197940334) | > loss_kl: 2.0498077869415283 (1.99266060761043) | > loss_feat: 6.912960052490234 (6.98366042059295) | > loss_mel: 17.923892974853516 (17.426486657590285) | > loss_duration: 2.1870739459991455 (2.0560502069337017) | > loss_1: 31.584470748901367 (30.939320557782438) | > grad_norm_1: tensor(284.6544, device='cuda:0') (tensor(188.7458, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.4648 (0.3950160814791308) | > loader_time: 0.0069 (0.004616621400223298)  --> TIME: 2024-06-11 18:24:15 -- STEP: 319/330 -- GLOBAL_STEP: 291600 | > loss_disc: 2.4846606254577637 (2.3766911792157237) | > loss_disc_real_0: 0.10960188508033752 (0.12063420066452325) | > loss_disc_real_1: 0.2485407590866089 (0.19773564424634366) | > loss_disc_real_2: 0.2718577980995178 (0.21302733904328838) | > loss_disc_real_3: 0.2821354269981384 (0.23012186157105485) | > loss_disc_real_4: 0.21204039454460144 (0.232108076491326) | > loss_disc_real_5: 0.23824098706245422 (0.22434056099492555) | > loss_0: 2.4846606254577637 (2.3766911792157237) | > grad_norm_0: tensor(40.5713, device='cuda:0') (tensor(19.8461, device='cuda:0')) | > loss_gen: 2.3025283813476562 (2.4769194619408976) | > loss_kl: 2.0699777603149414 (1.9991591690476038) | > loss_feat: 7.167632102966309 (6.998328742562417) | > loss_mel: 16.58629035949707 (17.376340955776104) | > loss_duration: 2.2614526748657227 (2.0700813995259666) | > loss_1: 30.387882232666016 (30.920829707178576) | > grad_norm_1: tensor(396.9404, device='cuda:0') (tensor(203.3515, device='cuda:0')) | > current_lr_0: 0.0001851770794801842 | > current_lr_1: 0.0001851770794801842 | > step_time: 0.5691 (0.40434788387023524) | > loader_time: 0.0089 (0.004855620823683787)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.402888774871826 (2.402888774871826) | > loss_disc_real_0: 0.08172611892223358 (0.08172611892223358) | > loss_disc_real_1: 0.17877647280693054 (0.17877647280693054) | > loss_disc_real_2: 0.20938335359096527 (0.20938335359096527) | > loss_disc_real_3: 0.26128458976745605 (0.26128458976745605) | > loss_disc_real_4: 0.26628226041793823 (0.26628226041793823) | > loss_disc_real_5: 0.29774370789527893 (0.29774370789527893) | > loss_0: 2.402888774871826 (2.402888774871826) | > loss_gen: 2.4712514877319336 (2.4712514877319336) | > loss_kl: 1.8706766366958618 (1.8706766366958618) | > loss_feat: 6.415332317352295 (6.415332317352295) | > loss_mel: 17.85243797302246 (17.85243797302246) | > loss_duration: 3.0837552547454834 (3.0837552547454834) | > loss_1: 31.69345474243164 (31.69345474243164)  --> STEP: 1 | > loss_disc: 2.0232486724853516 (2.0232486724853516) | > loss_disc_real_0: 0.05107828602194786 (0.05107828602194786) | > loss_disc_real_1: 0.14391925930976868 (0.14391925930976868) | > loss_disc_real_2: 0.1905933916568756 (0.1905933916568756) | > loss_disc_real_3: 0.20777356624603271 (0.20777356624603271) | > loss_disc_real_4: 0.18745891749858856 (0.18745891749858856) | > loss_disc_real_5: 0.18065954744815826 (0.18065954744815826) | > loss_0: 2.0232486724853516 (2.0232486724853516) | > loss_gen: 2.4653966426849365 (2.4653966426849365) | > loss_kl: 2.6508097648620605 (2.6508097648620605) | > loss_feat: 7.693894386291504 (7.693894386291504) | > loss_mel: 16.85117530822754 (16.85117530822754) | > loss_duration: 2.4342355728149414 (2.4342355728149414) | > loss_1: 32.09551239013672 (32.09551239013672)  --> STEP: 2 | > loss_disc: 2.4605679512023926 (2.241908311843872) | > loss_disc_real_0: 0.08926300704479218 (0.07017064653337002) | > loss_disc_real_1: 0.2103477269411087 (0.1771334931254387) | > loss_disc_real_2: 0.26439428329467773 (0.22749383747577667) | > loss_disc_real_3: 0.30819961428642273 (0.2579865902662277) | > loss_disc_real_4: 0.23263104259967804 (0.2100449800491333) | > loss_disc_real_5: 0.2006746381521225 (0.19066709280014038) | > loss_0: 2.4605679512023926 (2.241908311843872) | > loss_gen: 2.3238413333892822 (2.3946189880371094) | > loss_kl: 2.5824244022369385 (2.6166170835494995) | > loss_feat: 6.476142883300781 (7.085018634796143) | > loss_mel: 18.440332412719727 (17.645753860473633) | > loss_duration: 2.4519801139831543 (2.443107843399048) | > loss_1: 32.27471923828125 (32.185115814208984)  --> STEP: 3 | > loss_disc: 2.375316619873047 (2.286377747853597) | > loss_disc_real_0: 0.11256471276283264 (0.08430200194319089) | > loss_disc_real_1: 0.1508580446243286 (0.16837501029173532) | > loss_disc_real_2: 0.24516533315181732 (0.23338433603445688) | > loss_disc_real_3: 0.2230725735425949 (0.24634858469168344) | > loss_disc_real_4: 0.3028443455696106 (0.2409781018892924) | > loss_disc_real_5: 0.24618318676948547 (0.20917245745658875) | > loss_0: 2.375316619873047 (2.286377747853597) | > loss_gen: 2.2939248085021973 (2.361054261525472) | > loss_kl: 3.1483278274536133 (2.793853998184204) | > loss_feat: 6.670327186584473 (6.946788152058919) | > loss_mel: 15.70385456085205 (16.998454093933105) | > loss_duration: 2.2809576988220215 (2.3890577952067056) | > loss_1: 30.097393035888672 (31.489208221435547)  --> STEP: 4 | > loss_disc: 2.177504777908325 (2.259159505367279) | > loss_disc_real_0: 0.10779918730258942 (0.09017629828304052) | > loss_disc_real_1: 0.16574646532535553 (0.16771787405014038) | > loss_disc_real_2: 0.26924821734428406 (0.24235030636191368) | > loss_disc_real_3: 0.17615202069282532 (0.22879944369196892) | > loss_disc_real_4: 0.13391932845115662 (0.21421340852975845) | > loss_disc_real_5: 0.16125375032424927 (0.19719278067350388) | > loss_0: 2.177504777908325 (2.259159505367279) | > loss_gen: 2.5916876792907715 (2.418712615966797) | > loss_kl: 3.5792720317840576 (2.9902085065841675) | > loss_feat: 11.156119346618652 (7.9991209506988525) | > loss_mel: 18.318317413330078 (17.32841992378235) | > loss_duration: 2.3731698989868164 (2.3850858211517334) | > loss_1: 38.0185661315918 (33.12154769897461)  --> STEP: 5 | > loss_disc: 2.5548899173736572 (2.3183055877685548) | > loss_disc_real_0: 0.1363171935081482 (0.09940447732806205) | > loss_disc_real_1: 0.17404426634311676 (0.16898315250873566) | > loss_disc_real_2: 0.16997270286083221 (0.2278747856616974) | > loss_disc_real_3: 0.2580617070198059 (0.2346518963575363) | > loss_disc_real_4: 0.2651256024837494 (0.22439584732055665) | > loss_disc_real_5: 0.24278771877288818 (0.20631176829338074) | > loss_0: 2.5548899173736572 (2.3183055877685548) | > loss_gen: 2.10446834564209 (2.3558637619018556) | > loss_kl: 2.5120935440063477 (2.8945855140686034) | > loss_feat: 4.972621917724609 (7.393821144104004) | > loss_mel: 16.381349563598633 (17.139005851745605) | > loss_duration: 2.390120267868042 (2.386092710494995) | > loss_1: 28.360654830932617 (32.16936912536621)  --> STEP: 6 | > loss_disc: 2.2190001010894775 (2.301754673322042) | > loss_disc_real_0: 0.08742152899503708 (0.0974073192725579) | > loss_disc_real_1: 0.11704021692276001 (0.16032599657773972) | > loss_disc_real_2: 0.22829531133174896 (0.22794487327337265) | > loss_disc_real_3: 0.29195359349250793 (0.24420217921336493) | > loss_disc_real_4: 0.19779329001903534 (0.2199620877703031) | > loss_disc_real_5: 0.2479741871356964 (0.2132555047671) | > loss_0: 2.2190001010894775 (2.301754673322042) | > loss_gen: 2.551819086074829 (2.388522982597351) | > loss_kl: 2.423903703689575 (2.8161385456720986) | > loss_feat: 6.724246978759766 (7.282225449879964) | > loss_mel: 18.109590530395508 (17.300769964853924) | > loss_duration: 2.189027786254883 (2.3532485564549765) | > loss_1: 31.998586654663086 (32.14090538024902)  --> STEP: 7 | > loss_disc: 2.27386736869812 (2.2977707726614818) | > loss_disc_real_0: 0.06037724018096924 (0.09211730797375951) | > loss_disc_real_1: 0.22778810560703278 (0.1699634407247816) | > loss_disc_real_2: 0.24614131450653076 (0.23054436487810953) | > loss_disc_real_3: 0.22654399275779724 (0.24167958114828383) | > loss_disc_real_4: 0.2662337124347687 (0.22657231986522675) | > loss_disc_real_5: 0.27220916748046875 (0.22167745658329555) | > loss_0: 2.27386736869812 (2.2977707726614818) | > loss_gen: 2.7119996547698975 (2.4347339357648576) | > loss_kl: 3.4984593391418457 (2.9136129447392056) | > loss_feat: 8.16694450378418 (7.408613886151995) | > loss_mel: 17.447437286376953 (17.321722439357213) | > loss_duration: 2.5074257850646973 (2.3752738748277937) | > loss_1: 34.33226776123047 (32.45395714896066)  --> STEP: 8 | > loss_disc: 2.4156978130340576 (2.3125116527080536) | > loss_disc_real_0: 0.09035536646842957 (0.09189706528559327) | > loss_disc_real_1: 0.19399303197860718 (0.17296713963150978) | > loss_disc_real_2: 0.24282751977443695 (0.23207975924015045) | > loss_disc_real_3: 0.27896907925605774 (0.24634076841175556) | > loss_disc_real_4: 0.25651127099990845 (0.23031468875706196) | > loss_disc_real_5: 0.2573637366294861 (0.22613824158906937) | > loss_0: 2.4156978130340576 (2.3125116527080536) | > loss_gen: 2.3657166957855225 (2.426106780767441) | > loss_kl: 2.7680883407592773 (2.8954223692417145) | > loss_feat: 8.355295181274414 (7.526949048042297) | > loss_mel: 17.552839279174805 (17.35061204433441) | > loss_duration: 2.30049729347229 (2.3659268021583557) | > loss_1: 33.342437744140625 (32.565017223358154)  --> STEP: 9 | > loss_disc: 2.356104850769043 (2.317355341381497) | > loss_disc_real_0: 0.11288227140903473 (0.09422875485486454) | > loss_disc_real_1: 0.15013214945793152 (0.1704299185011122) | > loss_disc_real_2: 0.22612632811069489 (0.23141826689243317) | > loss_disc_real_3: 0.2123732566833496 (0.24256660044193268) | > loss_disc_real_4: 0.2813871204853058 (0.2359894033935335) | > loss_disc_real_5: 0.17677010595798492 (0.22065289318561554) | > loss_0: 2.356104850769043 (2.317355341381497) | > loss_gen: 2.3073506355285645 (2.4129116535186768) | > loss_kl: 2.929792642593384 (2.899241288503011) | > loss_feat: 10.190625190734863 (7.822913063897027) | > loss_mel: 18.68803596496582 (17.499214702182346) | > loss_duration: 2.153596878051758 (2.342334588368734) | > loss_1: 36.26940155029297 (32.976615481906464)  --> STEP: 10 | > loss_disc: 2.5428454875946045 (2.3399043560028074) | > loss_disc_real_0: 0.12549719214439392 (0.09735559858381748) | > loss_disc_real_1: 0.209641233086586 (0.17435104995965958) | > loss_disc_real_2: 0.25320911407470703 (0.23359735161066056) | > loss_disc_real_3: 0.31440019607543945 (0.24974996000528335) | > loss_disc_real_4: 0.29064807295799255 (0.2414552703499794) | > loss_disc_real_5: 0.3509003818035126 (0.23367764204740524) | > loss_0: 2.5428454875946045 (2.3399043560028074) | > loss_gen: 2.535229206085205 (2.4251434087753294) | > loss_kl: 3.3088181018829346 (2.9401989698410036) | > loss_feat: 5.553474426269531 (7.595969200134277) | > loss_mel: 17.690326690673828 (17.518325901031496) | > loss_duration: 2.4003701210021973 (2.34813814163208) | > loss_1: 31.488218307495117 (32.82777576446533)  --> STEP: 11 | > loss_disc: 2.4030208587646484 (2.3456422198902476) | > loss_disc_real_0: 0.08424495905637741 (0.09616372226314111) | > loss_disc_real_1: 0.2277577817440033 (0.17920620739459991) | > loss_disc_real_2: 0.21228188276290894 (0.2316595817154104) | > loss_disc_real_3: 0.2748939096927643 (0.25203577361323615) | > loss_disc_real_4: 0.2685294449329376 (0.24391655894843015) | > loss_disc_real_5: 0.26373204588890076 (0.2364098605784503) | > loss_0: 2.4030208587646484 (2.3456422198902476) | > loss_gen: 2.278933525085449 (2.4118516011671587) | > loss_kl: 3.5385758876800537 (2.9945968714627353) | > loss_feat: 5.589820861816406 (7.413592078469017) | > loss_mel: 18.226318359375 (17.582688851789996) | > loss_duration: 2.4834790229797363 (2.3604418581182305) | > loss_1: 32.11712646484375 (32.763171282681554)  --> STEP: 12 | > loss_disc: 2.679145336151123 (2.373434146245321) | > loss_disc_real_0: 0.10351651906967163 (0.096776455330352) | > loss_disc_real_1: 0.1478661447763443 (0.17659453550974527) | > loss_disc_real_2: 0.2973023056983948 (0.23712980871399245) | > loss_disc_real_3: 0.2891636788845062 (0.25512976571917534) | > loss_disc_real_4: 0.2222403883934021 (0.2421102114021778) | > loss_disc_real_5: 0.1863093227148056 (0.2322348157564799) | > loss_0: 2.679145336151123 (2.373434146245321) | > loss_gen: 1.9960271120071411 (2.377199560403824) | > loss_kl: 2.5096325874328613 (2.9541831811269126) | > loss_feat: 6.598674297332764 (7.345682263374329) | > loss_mel: 17.729347229003906 (17.594910383224487) | > loss_duration: 2.2444047927856445 (2.3507721026738486) | > loss_1: 31.078086853027344 (32.622747580210365)  --> STEP: 13 | > loss_disc: 2.5942349433898926 (2.390418822948749) | > loss_disc_real_0: 0.058656927198171616 (0.09384418393556888) | > loss_disc_real_1: 0.19886863231658936 (0.17830792757181022) | > loss_disc_real_2: 0.22837112843990326 (0.23645606407752404) | > loss_disc_real_3: 0.22282306849956512 (0.2526446351638207) | > loss_disc_real_4: 0.2459772527217865 (0.2424076761190708) | > loss_disc_real_5: 0.2331734597682953 (0.23230701914200416) | > loss_0: 2.5942349433898926 (2.390418822948749) | > loss_gen: 1.9061975479125977 (2.3409686363660374) | > loss_kl: 2.8840315341949463 (2.948786900593684) | > loss_feat: 5.749606609344482 (7.222907213064341) | > loss_mel: 15.422691345214844 (17.4278166110699) | > loss_duration: 2.242013931274414 (2.3424060894892764) | > loss_1: 28.20454216003418 (32.2828856248122)  --> STEP: 14 | > loss_disc: 2.35532808303833 (2.3879123415265764) | > loss_disc_real_0: 0.11004909873008728 (0.09500167784946305) | > loss_disc_real_1: 0.2159155309200287 (0.18099418495382583) | > loss_disc_real_2: 0.24381323158740997 (0.23698157604251588) | > loss_disc_real_3: 0.22443021833896637 (0.25062931967633106) | > loss_disc_real_4: 0.23557370901107788 (0.241919535611357) | > loss_disc_real_5: 0.1578906923532486 (0.22699156722852162) | > loss_0: 2.35532808303833 (2.3879123415265764) | > loss_gen: 2.5029067993164062 (2.3525356480053494) | > loss_kl: 3.996884822845459 (3.0236510378973827) | > loss_feat: 7.188670635223389 (7.220461743218558) | > loss_mel: 19.24822235107422 (17.55784559249878) | > loss_duration: 2.3685925006866455 (2.344276547431946) | > loss_1: 35.305274963378906 (32.498770577566965)  --> STEP: 15 | > loss_disc: 2.504495859146118 (2.395684576034546) | > loss_disc_real_0: 0.1511416733264923 (0.09874434421459834) | > loss_disc_real_1: 0.2112937867641449 (0.1830141584078471) | > loss_disc_real_2: 0.2157619446516037 (0.23556693394978842) | > loss_disc_real_3: 0.20444269478321075 (0.24755021135012303) | > loss_disc_real_4: 0.22709958255290985 (0.24093153874079387) | > loss_disc_real_5: 0.18944810330867767 (0.22448866963386535) | > loss_0: 2.504495859146118 (2.395684576034546) | > loss_gen: 2.1864027976989746 (2.341460124651591) | > loss_kl: 3.514219045639038 (3.0563555717468263) | > loss_feat: 5.612344741821289 (7.1132539431254065) | > loss_mel: 18.265037536621094 (17.604991722106934) | > loss_duration: 2.3522441387176514 (2.3448077201843263) | > loss_1: 31.930248260498047 (32.46086908976237)  --> STEP: 16 | > loss_disc: 2.5463387966156006 (2.405100464820862) | > loss_disc_real_0: 0.1721465289592743 (0.10333198076114058) | > loss_disc_real_1: 0.23286114633083344 (0.18612959515303373) | > loss_disc_real_2: 0.2024327665567398 (0.23349604848772287) | > loss_disc_real_3: 0.26840850710868835 (0.24885385483503336) | > loss_disc_real_4: 0.23883025348186493 (0.2408002084121108) | > loss_disc_real_5: 0.26267799735069275 (0.22687550261616707) | > loss_0: 2.5463387966156006 (2.405100464820862) | > loss_gen: 2.2261011600494385 (2.3342501893639565) | > loss_kl: 2.133394241333008 (2.9986704885959625) | > loss_feat: 5.744809150695801 (7.0277261435985565) | > loss_mel: 14.679095268249512 (17.422123193740845) | > loss_duration: 2.3309755325317383 (2.3439432084560394) | > loss_1: 27.114376068115234 (32.126713275909424)  --> STEP: 17 | > loss_disc: 2.490170478820801 (2.4101045832914463) | > loss_disc_real_0: 0.15250042080879211 (0.1062242419404142) | > loss_disc_real_1: 0.20347526669502258 (0.18714992877315073) | > loss_disc_real_2: 0.31777504086494446 (0.23845363627461827) | > loss_disc_real_3: 0.2645965814590454 (0.2497798975776223) | > loss_disc_real_4: 0.2857968509197235 (0.243447069736088) | > loss_disc_real_5: 0.2662767171859741 (0.22919322112027338) | > loss_0: 2.490170478820801 (2.4101045832914463) | > loss_gen: 2.5116512775421143 (2.3446855474920834) | > loss_kl: 2.0017282962799072 (2.9400268302244297) | > loss_feat: 5.77959680557251 (6.954306770773495) | > loss_mel: 16.562185287475586 (17.37153861101936) | > loss_duration: 2.4051318168640137 (2.347542538362391) | > loss_1: 29.26029396057129 (31.95810037500718)  --> STEP: 18 | > loss_disc: 2.3464901447296143 (2.406570447815789) | > loss_disc_real_0: 0.14462700486183167 (0.10835772876938184) | > loss_disc_real_1: 0.19890666007995605 (0.18780308051241767) | > loss_disc_real_2: 0.18133291602134705 (0.2352802629272143) | > loss_disc_real_3: 0.22876854240894318 (0.24861260006825125) | > loss_disc_real_4: 0.27217352390289307 (0.24504298385646608) | > loss_disc_real_5: 0.2477043718099594 (0.23022161838081148) | > loss_0: 2.3464901447296143 (2.406570447815789) | > loss_gen: 2.4374608993530273 (2.34983973370658) | > loss_kl: 2.8041892051696777 (2.932480295499166) | > loss_feat: 7.129998207092285 (6.9640674061245385) | > loss_mel: 18.17511558532715 (17.416181776258682) | > loss_duration: 2.2491259574890137 (2.3420749505360923) | > loss_1: 32.79589080810547 (32.004644287957085)  --> STEP: 19 | > loss_disc: 2.420527935028076 (2.4073050524059094) | > loss_disc_real_0: 0.07816268503665924 (0.1067685159413438) | > loss_disc_real_1: 0.2127879410982132 (0.18911807317482798) | > loss_disc_real_2: 0.15744146704673767 (0.2311834841966629) | > loss_disc_real_3: 0.244771808385849 (0.2484104531375985) | > loss_disc_real_4: 0.2619974911212921 (0.24593532634408852) | > loss_disc_real_5: 0.29447630047798157 (0.23360344375434675) | > loss_0: 2.420527935028076 (2.4073050524059094) | > loss_gen: 2.2216103076934814 (2.343090816547996) | > loss_kl: 2.2928600311279297 (2.8988160710585746) | > loss_feat: 5.7252984046936035 (6.898869037628174) | > loss_mel: 17.595754623413086 (17.42563297874049) | > loss_duration: 2.3121273517608643 (2.3404987611268697) | > loss_1: 30.14765167236328 (31.90690783450478)  --> STEP: 20 | > loss_disc: 2.364506244659424 (2.4051651120185853) | > loss_disc_real_0: 0.075225830078125 (0.10519138164818287) | > loss_disc_real_1: 0.19474320113658905 (0.18939932957291603) | > loss_disc_real_2: 0.2698969542980194 (0.23311915770173072) | > loss_disc_real_3: 0.24121642112731934 (0.24805075153708453) | > loss_disc_real_4: 0.2636752128601074 (0.24682232066988946) | > loss_disc_real_5: 0.25132933259010315 (0.23448973819613456) | > loss_0: 2.364506244659424 (2.4051651120185853) | > loss_gen: 2.357616424560547 (2.343817096948624) | > loss_kl: 2.1286046504974365 (2.8603055000305178) | > loss_feat: 6.20980978012085 (6.864416074752808) | > loss_mel: 19.414440155029297 (17.525073337554932) | > loss_duration: 2.3165297508239746 (2.339300310611725) | > loss_1: 32.426998138427734 (31.932912349700928)  --> STEP: 21 | > loss_disc: 2.41723895072937 (2.405740056719099) | > loss_disc_real_0: 0.08657455444335938 (0.1043048660670008) | > loss_disc_real_1: 0.18452824652194977 (0.18916737323715574) | > loss_disc_real_2: 0.21879318356513977 (0.23243696845713116) | > loss_disc_real_3: 0.2821952998638153 (0.249676682409786) | > loss_disc_real_4: 0.3117716610431671 (0.24991514640195028) | > loss_disc_real_5: 0.3600752353668213 (0.24046999996616727) | > loss_0: 2.41723895072937 (2.405740056719099) | > loss_gen: 2.4975738525390625 (2.351138847214835) | > loss_kl: 3.0104265213012695 (2.8674541200910295) | > loss_feat: 5.950376510620117 (6.8208903812226795) | > loss_mel: 16.3088436126709 (17.46715763636998) | > loss_duration: 2.153223991394043 (2.3304395335061208) | > loss_1: 29.92044448852539 (31.837080546787806)  --> STEP: 22 | > loss_disc: 2.477417230606079 (2.408998110077598) | > loss_disc_real_0: 0.11925376951694489 (0.10498436167836189) | > loss_disc_real_1: 0.2747232913970947 (0.19305627860806204) | > loss_disc_real_2: 0.24067290127277374 (0.23281132903966037) | > loss_disc_real_3: 0.24446243047714233 (0.2494396709583022) | > loss_disc_real_4: 0.3043917417526245 (0.2523913552815264) | > loss_disc_real_5: 0.28379717469215393 (0.24243941699916666) | > loss_0: 2.477417230606079 (2.408998110077598) | > loss_gen: 2.534332513809204 (2.3594658320600335) | > loss_kl: 2.3866844177246094 (2.845600951801647) | > loss_feat: 6.58531379699707 (6.81018235466697) | > loss_mel: 18.379976272583008 (17.50864939256148) | > loss_duration: 2.1849255561828613 (2.323825261809609) | > loss_1: 32.071231842041016 (31.847723787481133)  --> STEP: 23 | > loss_disc: 2.502492904663086 (2.4130631011465327) | > loss_disc_real_0: 0.13371308147907257 (0.10623343645230583) | > loss_disc_real_1: 0.22237269580364227 (0.1943309054426525) | > loss_disc_real_2: 0.25983551144599915 (0.2339862934921099) | > loss_disc_real_3: 0.2604329586029053 (0.2499176399863284) | > loss_disc_real_4: 0.32754620909690857 (0.2556589576213256) | > loss_disc_real_5: 0.2825286090373993 (0.24418242534865503) | > loss_0: 2.502492904663086 (2.4130631011465327) | > loss_gen: 2.5197091102600098 (2.3664329311122065) | > loss_kl: 2.6263740062713623 (2.836069345474243) | > loss_feat: 5.60153341293335 (6.757632400678552) | > loss_mel: 16.707242965698242 (17.473805634871773) | > loss_duration: 2.2745394706726074 (2.321682401325391) | > loss_1: 29.729398727416992 (31.75562269791313)  --> STEP: 24 | > loss_disc: 2.2783355712890625 (2.407449454069138) | > loss_disc_real_0: 0.0747869536280632 (0.10492316633462906) | > loss_disc_real_1: 0.08875469118356705 (0.1899318965151906) | > loss_disc_real_2: 0.1865924894809723 (0.23201155165831247) | > loss_disc_real_3: 0.24236564338207245 (0.2496029734611511) | > loss_disc_real_4: 0.1976190209388733 (0.25324062692622346) | > loss_disc_real_5: 0.17345760762691498 (0.24123555794358253) | > loss_0: 2.2783355712890625 (2.407449454069138) | > loss_gen: 2.1213114261627197 (2.3562195350726447) | > loss_kl: 3.2925338745117188 (2.855088700850805) | > loss_feat: 8.211889266967773 (6.818226436773936) | > loss_mel: 18.57927894592285 (17.519867022832234) | > loss_duration: 2.4417710304260254 (2.326686094204584) | > loss_1: 34.646785736083984 (31.876087824503582)  --> STEP: 25 | > loss_disc: 2.69235897064209 (2.418845834732056) | > loss_disc_real_0: 0.09718004614114761 (0.1046134415268898) | > loss_disc_real_1: 0.17922289669513702 (0.18950353652238847) | > loss_disc_real_2: 0.2918001711368561 (0.23440309643745422) | > loss_disc_real_3: 0.2730077803134918 (0.2505391657352447) | > loss_disc_real_4: 0.28750643134117126 (0.25461125910282134) | > loss_disc_real_5: 0.29472386837005615 (0.24337509036064148) | > loss_0: 2.69235897064209 (2.418845834732056) | > loss_gen: 2.206808090209961 (2.350243077278137) | > loss_kl: 2.863736391067505 (2.855434608459473) | > loss_feat: 6.7259955406188965 (6.8145372009277345) | > loss_mel: 16.73307991027832 (17.488395538330078) | > loss_duration: 2.365748882293701 (2.328248605728149) | > loss_1: 30.895368576049805 (31.83685905456543)  --> STEP: 26 | > loss_disc: 2.3879456520080566 (2.417657366165748) | > loss_disc_real_0: 0.13519035279750824 (0.10578947657575974) | > loss_disc_real_1: 0.15555152297019958 (0.18819768984730428) | > loss_disc_real_2: 0.13629169762134552 (0.23062958109837312) | > loss_disc_real_3: 0.22185949981212616 (0.2494361016612786) | > loss_disc_real_4: 0.24366849660873413 (0.2541903836222795) | > loss_disc_real_5: 0.21940970420837402 (0.24245334473940042) | > loss_0: 2.3879456520080566 (2.417657366165748) | > loss_gen: 2.2539405822753906 (2.346539135162647) | > loss_kl: 2.3698716163635254 (2.8367591087634745) | > loss_feat: 14.792418479919434 (7.121378788581262) | > loss_mel: 21.64625358581543 (17.648313155541054) | > loss_duration: 2.3262131214141846 (2.3281703178699193) | > loss_1: 43.38869857788086 (32.28116057469295) --> EVAL PERFORMANCE | > avg_loader_time: 0.002457270255455604 (+3.471741309532756e-05) | > avg_loss_disc: 2.417657366165748 (+0.04231410760145993) | > avg_loss_disc_real_0: 0.10578947657575974 (-0.019035164266824722) | > avg_loss_disc_real_1: 0.18819768984730428 (+0.022879886799133747) | > avg_loss_disc_real_2: 0.23062958109837312 (-0.009888552702390224) | > avg_loss_disc_real_3: 0.2494361016612786 (+0.026397376679457102) | > avg_loss_disc_real_4: 0.2541903836222795 (+0.06640346978719416) | > avg_loss_disc_real_5: 0.24245334473940042 (+0.05641046223732141) | > avg_loss_0: 2.417657366165748 (+0.04231410760145993) | > avg_loss_gen: 2.346539135162647 (+0.049707513589125174) | > avg_loss_kl: 2.8367591087634745 (-0.04357336117671107) | > avg_loss_feat: 7.121378788581262 (+0.29634616925166224) | > avg_loss_mel: 17.648313155541054 (+0.19721273275522222) | > avg_loss_duration: 2.3281703178699193 (-0.0011284718146695738) | > avg_loss_1: 32.28116057469295 (+0.4985649402324981)  > EPOCH: 617/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:24:41)   --> TIME: 2024-06-11 18:24:47 -- STEP: 14/330 -- GLOBAL_STEP: 291625 | > loss_disc: 2.320026397705078 (2.2994989156723022) | > loss_disc_real_0: 0.10690261423587799 (0.1062122540814536) | > loss_disc_real_1: 0.17353782057762146 (0.19517634276832854) | > loss_disc_real_2: 0.1973973959684372 (0.20625470791544234) | > loss_disc_real_3: 0.2419033646583557 (0.22141939188752854) | > loss_disc_real_4: 0.23316869139671326 (0.22723366000822612) | > loss_disc_real_5: 0.25931409001350403 (0.22066482156515121) | > loss_0: 2.320026397705078 (2.2994989156723022) | > grad_norm_0: tensor(7.2716, device='cuda:0') (tensor(8.4614, device='cuda:0')) | > loss_gen: 2.5207464694976807 (2.5357468128204346) | > loss_kl: 1.9074201583862305 (1.9730743850980486) | > loss_feat: 7.219595909118652 (7.072109494890485) | > loss_mel: 17.221609115600586 (17.828986031668528) | > loss_duration: 2.020084857940674 (2.0962545616286143) | > loss_1: 30.889455795288086 (31.506171771458217) | > grad_norm_1: tensor(146.8030, device='cuda:0') (tensor(135.4935, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.367 (0.3748748302459717) | > loader_time: 0.0028 (0.003298640251159668)  --> TIME: 2024-06-11 18:24:56 -- STEP: 39/330 -- GLOBAL_STEP: 291650 | > loss_disc: 2.4020981788635254 (2.3371292138711004) | > loss_disc_real_0: 0.10888504981994629 (0.10796063106793624) | > loss_disc_real_1: 0.20139898359775543 (0.19815778732299805) | > loss_disc_real_2: 0.21398988366127014 (0.20915894477795333) | > loss_disc_real_3: 0.23642264306545258 (0.22543518703717452) | > loss_disc_real_4: 0.23175053298473358 (0.23002493037627295) | > loss_disc_real_5: 0.20359686017036438 (0.21858176627220252) | > loss_0: 2.4020981788635254 (2.3371292138711004) | > grad_norm_0: tensor(19.4908, device='cuda:0') (tensor(10.1215, device='cuda:0')) | > loss_gen: 2.5018198490142822 (2.510038877144838) | > loss_kl: 2.0745389461517334 (1.9544068391506488) | > loss_feat: 7.907407283782959 (7.064513976757343) | > loss_mel: 18.31253433227539 (17.722366577539685) | > loss_duration: 2.0585103034973145 (2.0339670762037625) | > loss_1: 32.85480880737305 (31.285293530195187) | > grad_norm_1: tensor(168.6815, device='cuda:0') (tensor(105.0392, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.3674 (0.3676625948685866) | > loader_time: 0.0032 (0.0033545494079589844)  --> TIME: 2024-06-11 18:25:06 -- STEP: 64/330 -- GLOBAL_STEP: 291675 | > loss_disc: 2.2952609062194824 (2.3479080982506266) | > loss_disc_real_0: 0.07748597860336304 (0.1084648473188281) | > loss_disc_real_1: 0.19226740300655365 (0.19750084867700934) | > loss_disc_real_2: 0.19003865122795105 (0.20855472818948328) | > loss_disc_real_3: 0.23751157522201538 (0.22881332645192742) | > loss_disc_real_4: 0.23645493388175964 (0.2329478922765702) | > loss_disc_real_5: 0.21630820631980896 (0.2197628398425877) | > loss_0: 2.2952609062194824 (2.3479080982506266) | > grad_norm_0: tensor(11.9142, device='cuda:0') (tensor(11.9116, device='cuda:0')) | > loss_gen: 2.5130937099456787 (2.486625771969556) | > loss_kl: 2.0760560035705566 (1.944737209007144) | > loss_feat: 7.076821327209473 (7.016869559884071) | > loss_mel: 18.124855041503906 (17.654178231954575) | > loss_duration: 2.0226926803588867 (2.013126110658051) | > loss_1: 31.813518524169922 (31.115536868572235) | > grad_norm_1: tensor(168.3091, device='cuda:0') (tensor(117.0026, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.3641 (0.3705562986433506) | > loader_time: 0.0038 (0.003476187586784363)  --> TIME: 2024-06-11 18:25:16 -- STEP: 89/330 -- GLOBAL_STEP: 291700 | > loss_disc: 2.3357059955596924 (2.3538510960139583) | > loss_disc_real_0: 0.1190342977643013 (0.10920522906137316) | > loss_disc_real_1: 0.18024565279483795 (0.19821230916494734) | > loss_disc_real_2: 0.23452061414718628 (0.20867772919408392) | > loss_disc_real_3: 0.24307885766029358 (0.22893459709842554) | > loss_disc_real_4: 0.23542077839374542 (0.2344851755024342) | > loss_disc_real_5: 0.21595361828804016 (0.22173556082704093) | > loss_0: 2.3357059955596924 (2.3538510960139583) | > grad_norm_0: tensor(18.1632, device='cuda:0') (tensor(11.4568, device='cuda:0')) | > loss_gen: 2.393899440765381 (2.483560125479537) | > loss_kl: 1.8107115030288696 (1.9561324441031125) | > loss_feat: 6.684535026550293 (6.997156084253547) | > loss_mel: 16.932924270629883 (17.572025963429653) | > loss_duration: 1.9961655139923096 (2.0054495441779663) | > loss_1: 29.8182373046875 (31.01432425252507) | > grad_norm_1: tensor(98.6557, device='cuda:0') (tensor(116.2072, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.3594 (0.3723626886860708) | > loader_time: 0.0047 (0.003589560476581702)  --> TIME: 2024-06-11 18:25:26 -- STEP: 114/330 -- GLOBAL_STEP: 291725 | > loss_disc: 2.29248309135437 (2.353875473925942) | > loss_disc_real_0: 0.11460408568382263 (0.1103695129093371) | > loss_disc_real_1: 0.18080540001392365 (0.19711178972532875) | > loss_disc_real_2: 0.20729050040245056 (0.20858511524765114) | > loss_disc_real_3: 0.2235463559627533 (0.22942092753293222) | > loss_disc_real_4: 0.2254123091697693 (0.2333164012484383) | > loss_disc_real_5: 0.21412256360054016 (0.22107615178091483) | > loss_0: 2.29248309135437 (2.353875473925942) | > grad_norm_0: tensor(4.4297, device='cuda:0') (tensor(10.9203, device='cuda:0')) | > loss_gen: 2.5853066444396973 (2.4813698530197144) | > loss_kl: 2.131269931793213 (1.9626250517995734) | > loss_feat: 7.3939971923828125 (7.016009343297858) | > loss_mel: 17.719070434570312 (17.558316866556805) | > loss_duration: 2.014348030090332 (2.004735723922127) | > loss_1: 31.843990325927734 (31.023056850098726) | > grad_norm_1: tensor(102.6958, device='cuda:0') (tensor(110.4016, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.3728 (0.37636923999117133) | > loader_time: 0.0036 (0.003656868349041855)  --> TIME: 2024-06-11 18:25:35 -- STEP: 139/330 -- GLOBAL_STEP: 291750 | > loss_disc: 2.4106407165527344 (2.3568433909107456) | > loss_disc_real_0: 0.12082131952047348 (0.11225809580344948) | > loss_disc_real_1: 0.19826775789260864 (0.1982337087392807) | > loss_disc_real_2: 0.20236442983150482 (0.210043830622872) | > loss_disc_real_3: 0.20414429903030396 (0.22908206080361235) | > loss_disc_real_4: 0.21951134502887726 (0.23256756140173768) | > loss_disc_real_5: 0.2280682921409607 (0.22118393798097433) | > loss_0: 2.4106407165527344 (2.3568433909107456) | > grad_norm_0: tensor(9.4956, device='cuda:0') (tensor(11.5629, device='cuda:0')) | > loss_gen: 2.3203155994415283 (2.478350901775223) | > loss_kl: 2.0316131114959717 (1.9715184710866256) | > loss_feat: 6.6845197677612305 (7.007590931954144) | > loss_mel: 17.74055290222168 (17.58275726373247) | > loss_duration: 2.0565695762634277 (2.009459056442589) | > loss_1: 30.833572387695312 (31.049676648146814) | > grad_norm_1: tensor(258.6934, device='cuda:0') (tensor(118.9738, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.396 (0.3778870551706218) | > loader_time: 0.0039 (0.0037336075048652485)  --> TIME: 2024-06-11 18:25:45 -- STEP: 164/330 -- GLOBAL_STEP: 291775 | > loss_disc: 2.459524154663086 (2.3607198857679603) | > loss_disc_real_0: 0.14025945961475372 (0.11402904823785875) | > loss_disc_real_1: 0.26941606402397156 (0.19821066890911368) | > loss_disc_real_2: 0.23981258273124695 (0.21102950894614544) | > loss_disc_real_3: 0.22298894822597504 (0.22945310429828922) | > loss_disc_real_4: 0.22536909580230713 (0.2315008333180009) | > loss_disc_real_5: 0.23433738946914673 (0.22094582112097158) | > loss_0: 2.459524154663086 (2.3607198857679603) | > grad_norm_0: tensor(19.7913, device='cuda:0') (tensor(13.9225, device='cuda:0')) | > loss_gen: 2.35005259513855 (2.486129070200571) | > loss_kl: 2.046382188796997 (1.983525284179827) | > loss_feat: 6.388059616088867 (7.029723632626418) | > loss_mel: 16.17696762084961 (17.57939636416551) | > loss_duration: 2.0941052436828613 (2.012621924644562) | > loss_1: 29.055564880371094 (31.09139626200606) | > grad_norm_1: tensor(265.4500, device='cuda:0') (tensor(144.6953, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.3811 (0.3791129589080809) | > loader_time: 0.0043 (0.0038340367921968787)  --> TIME: 2024-06-11 18:25:55 -- STEP: 189/330 -- GLOBAL_STEP: 291800 | > loss_disc: 2.4058566093444824 (2.3633615024506107) | > loss_disc_real_0: 0.18458358943462372 (0.1147013097291901) | > loss_disc_real_1: 0.2100646197795868 (0.19849382545897576) | > loss_disc_real_2: 0.21142859756946564 (0.21099927863746723) | > loss_disc_real_3: 0.2270096093416214 (0.22975336401550858) | > loss_disc_real_4: 0.2093210369348526 (0.23119175662754704) | > loss_disc_real_5: 0.20754459500312805 (0.22142407195593314) | > loss_0: 2.4058566093444824 (2.3633615024506107) | > grad_norm_0: tensor(57.6812, device='cuda:0') (tensor(16.5617, device='cuda:0')) | > loss_gen: 2.4218835830688477 (2.490171556119565) | > loss_kl: 2.2156496047973633 (1.9869708712138827) | > loss_feat: 6.654672622680664 (7.03728112468013) | > loss_mel: 17.105688095092773 (17.560574082470435) | > loss_duration: 2.0891032218933105 (2.019886501882441) | > loss_1: 30.486995697021484 (31.094884105460352) | > grad_norm_1: tensor(188.0731, device='cuda:0') (tensor(171.4046, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.4002 (0.3801734535782424) | > loader_time: 0.0048 (0.0039713269188290535)  --> TIME: 2024-06-11 18:26:05 -- STEP: 214/330 -- GLOBAL_STEP: 291825 | > loss_disc: 2.3122243881225586 (2.358647191635917) | > loss_disc_real_0: 0.07045853137969971 (0.1154085446810611) | > loss_disc_real_1: 0.21496960520744324 (0.1985203378668456) | > loss_disc_real_2: 0.19912241399288177 (0.21085075289011002) | > loss_disc_real_3: 0.21873779594898224 (0.22884405703745156) | > loss_disc_real_4: 0.21546989679336548 (0.2304322775975566) | > loss_disc_real_5: 0.2279464453458786 (0.22139672900193205) | > loss_0: 2.3122243881225586 (2.358647191635917) | > grad_norm_0: tensor(42.5927, device='cuda:0') (tensor(19.4385, device='cuda:0')) | > loss_gen: 2.3665361404418945 (2.496078046682838) | > loss_kl: 1.9639869928359985 (1.9922478265851458) | > loss_feat: 6.700922012329102 (7.050442624314923) | > loss_mel: 17.419824600219727 (17.516979369047647) | > loss_duration: 2.1352367401123047 (2.0270697908980826) | > loss_1: 30.58650779724121 (31.082817639145897) | > grad_norm_1: tensor(405.0940, device='cuda:0') (tensor(200.4562, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.4002 (0.3819362671575812) | > loader_time: 0.0051 (0.004095727038160662)  --> TIME: 2024-06-11 18:26:16 -- STEP: 239/330 -- GLOBAL_STEP: 291850 | > loss_disc: 2.4322526454925537 (2.3624892374461672) | > loss_disc_real_0: 0.08558189868927002 (0.11694949884045573) | > loss_disc_real_1: 0.2246711105108261 (0.19836328163057199) | > loss_disc_real_2: 0.1886112093925476 (0.21093128347247214) | > loss_disc_real_3: 0.21526704728603363 (0.22944520501162716) | > loss_disc_real_4: 0.22540603578090668 (0.23018061672045098) | > loss_disc_real_5: 0.21530982851982117 (0.2211100511471098) | > loss_0: 2.4322526454925537 (2.3624892374461672) | > grad_norm_0: tensor(34.9843, device='cuda:0') (tensor(22.3755, device='cuda:0')) | > loss_gen: 2.631918430328369 (2.499916757998605) | > loss_kl: 1.9054208993911743 (1.9937278266731167) | > loss_feat: 7.290342807769775 (7.060045002893424) | > loss_mel: 17.321168899536133 (17.474374499779866) | > loss_duration: 2.070192337036133 (2.0355578611086615) | > loss_1: 31.219043731689453 (31.063621928003542) | > grad_norm_1: tensor(517.2864, device='cuda:0') (tensor(227.8259, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.4208 (0.38505604077582567) | > loader_time: 0.0052 (0.004216314858472494)  --> TIME: 2024-06-11 18:26:27 -- STEP: 264/330 -- GLOBAL_STEP: 291875 | > loss_disc: 2.2576396465301514 (2.3632429260196117) | > loss_disc_real_0: 0.10574590414762497 (0.11794702228948925) | > loss_disc_real_1: 0.19171081483364105 (0.1985027593080745) | > loss_disc_real_2: 0.17267322540283203 (0.21121332969403628) | > loss_disc_real_3: 0.23669053614139557 (0.22944656070886235) | > loss_disc_real_4: 0.230878546833992 (0.23010368120263924) | > loss_disc_real_5: 0.22009800374507904 (0.2212881605620637) | > loss_0: 2.2576396465301514 (2.3632429260196117) | > grad_norm_0: tensor(29.8872, device='cuda:0') (tensor(22.6224, device='cuda:0')) | > loss_gen: 2.589888334274292 (2.4978903441718123) | > loss_kl: 1.8844828605651855 (1.9955345487052745) | > loss_feat: 7.119572162628174 (7.076701131733981) | > loss_mel: 16.8439998626709 (17.432361367977027) | > loss_duration: 2.160047769546509 (2.043289296103247) | > loss_1: 30.597990036010742 (31.04577665617972) | > grad_norm_1: tensor(402.8022, device='cuda:0') (tensor(239.9989, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.4397 (0.388938133463715) | > loader_time: 0.0061 (0.004340607108491837)  --> TIME: 2024-06-11 18:26:38 -- STEP: 289/330 -- GLOBAL_STEP: 291900 | > loss_disc: 2.4362826347351074 (2.3666393303128683) | > loss_disc_real_0: 0.13426053524017334 (0.1191078979251294) | > loss_disc_real_1: 0.20734336972236633 (0.1990384734316269) | > loss_disc_real_2: 0.20809708535671234 (0.2112014757720657) | > loss_disc_real_3: 0.2589821219444275 (0.22943318550149464) | > loss_disc_real_4: 0.24406085908412933 (0.2301407422883288) | > loss_disc_real_5: 0.23780381679534912 (0.2215018945788017) | > loss_0: 2.4362826347351074 (2.3666393303128683) | > grad_norm_0: tensor(36.5991, device='cuda:0') (tensor(22.5415, device='cuda:0')) | > loss_gen: 2.487183094024658 (2.491473961866438) | > loss_kl: 1.9564590454101562 (1.9950415869485136) | > loss_feat: 6.843601703643799 (7.073153903327599) | > loss_mel: 16.491500854492188 (17.384506974665765) | > loss_duration: 2.2047526836395264 (2.0531146340716675) | > loss_1: 29.983495712280273 (30.99729102375598) | > grad_norm_1: tensor(253.5103, device='cuda:0') (tensor(239.4869, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.4461 (0.3940141242268174) | > loader_time: 0.0065 (0.004496354132787576)  --> TIME: 2024-06-11 18:26:51 -- STEP: 314/330 -- GLOBAL_STEP: 291925 | > loss_disc: 2.375680685043335 (2.3710315022498945) | > loss_disc_real_0: 0.13221818208694458 (0.12028455945431807) | > loss_disc_real_1: 0.19476228952407837 (0.1993852089260035) | > loss_disc_real_2: 0.19170081615447998 (0.2112891777021111) | > loss_disc_real_3: 0.22449229657649994 (0.2295794747532553) | > loss_disc_real_4: 0.2306176722049713 (0.23071782371610594) | > loss_disc_real_5: 0.2533777058124542 (0.2219504751976888) | > loss_0: 2.375680685043335 (2.3710315022498945) | > grad_norm_0: tensor(43.0771, device='cuda:0') (tensor(22.6142, device='cuda:0')) | > loss_gen: 2.4242043495178223 (2.4845834735092853) | > loss_kl: 1.9888238906860352 (1.9956686648593587) | > loss_feat: 7.397989749908447 (7.065417831870401) | > loss_mel: 16.902572631835938 (17.336220975134783) | > loss_duration: 2.2532691955566406 (2.0660036821274246) | > loss_1: 30.966859817504883 (30.947894606620643) | > grad_norm_1: tensor(322.4307, device='cuda:0') (tensor(242.0591, device='cuda:0')) | > current_lr_0: 0.00018515393234524918 | > current_lr_1: 0.00018515393234524918 | > step_time: 0.538 (0.4016407462441995) | > loader_time: 0.0078 (0.004694155826690087)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5232982635498047 (2.5232982635498047) | > loss_disc_real_0: 0.08329930901527405 (0.08329930901527405) | > loss_disc_real_1: 0.15697218477725983 (0.15697218477725983) | > loss_disc_real_2: 0.23693324625492096 (0.23693324625492096) | > loss_disc_real_3: 0.25778016448020935 (0.25778016448020935) | > loss_disc_real_4: 0.28021174669265747 (0.28021174669265747) | > loss_disc_real_5: 0.2827815115451813 (0.2827815115451813) | > loss_0: 2.5232982635498047 (2.5232982635498047) | > loss_gen: 2.104787588119507 (2.104787588119507) | > loss_kl: 1.5476263761520386 (1.5476263761520386) | > loss_feat: 5.1963324546813965 (5.1963324546813965) | > loss_mel: 15.546436309814453 (15.546436309814453) | > loss_duration: 2.912832736968994 (2.912832736968994) | > loss_1: 27.308015823364258 (27.308015823364258)  --> STEP: 1 | > loss_disc: 2.270095109939575 (2.270095109939575) | > loss_disc_real_0: 0.08516617119312286 (0.08516617119312286) | > loss_disc_real_1: 0.18550582230091095 (0.18550582230091095) | > loss_disc_real_2: 0.22217264771461487 (0.22217264771461487) | > loss_disc_real_3: 0.2683635652065277 (0.2683635652065277) | > loss_disc_real_4: 0.21582141518592834 (0.21582141518592834) | > loss_disc_real_5: 0.17635716497898102 (0.17635716497898102) | > loss_0: 2.270095109939575 (2.270095109939575) | > loss_gen: 2.2714712619781494 (2.2714712619781494) | > loss_kl: 3.277254819869995 (3.277254819869995) | > loss_feat: 6.0160813331604 (6.0160813331604) | > loss_mel: 18.745681762695312 (18.745681762695312) | > loss_duration: 2.409517526626587 (2.409517526626587) | > loss_1: 32.72000503540039 (32.72000503540039)  --> STEP: 2 | > loss_disc: 2.3018252849578857 (2.2859601974487305) | > loss_disc_real_0: 0.059244126081466675 (0.07220514863729477) | > loss_disc_real_1: 0.1762496829032898 (0.18087775260210037) | > loss_disc_real_2: 0.2320326566696167 (0.22710265219211578) | > loss_disc_real_3: 0.24228321015834808 (0.2553233876824379) | > loss_disc_real_4: 0.22286345064640045 (0.2193424329161644) | > loss_disc_real_5: 0.23116160929203033 (0.20375938713550568) | > loss_0: 2.3018252849578857 (2.2859601974487305) | > loss_gen: 2.289719820022583 (2.280595541000366) | > loss_kl: 2.31664776802063 (2.7969512939453125) | > loss_feat: 6.389998435974121 (6.203039884567261) | > loss_mel: 19.218488693237305 (18.98208522796631) | > loss_duration: 2.4277076721191406 (2.4186125993728638) | > loss_1: 32.64256286621094 (32.681283950805664)  --> STEP: 3 | > loss_disc: 2.4432737827301025 (2.338398059209188) | > loss_disc_real_0: 0.16324859857559204 (0.10255296528339386) | > loss_disc_real_1: 0.1422627866268158 (0.16800609727700552) | > loss_disc_real_2: 0.24604663252830505 (0.23341731230417886) | > loss_disc_real_3: 0.2042936533689499 (0.23831347624460855) | > loss_disc_real_4: 0.23058061301708221 (0.22308849294980368) | > loss_disc_real_5: 0.19805707037448883 (0.2018586148818334) | > loss_0: 2.4432737827301025 (2.338398059209188) | > loss_gen: 2.0716302394866943 (2.210940440495809) | > loss_kl: 3.1467511653900146 (2.9135512510935464) | > loss_feat: 6.673913955688477 (6.359997908274333) | > loss_mel: 19.63682746887207 (19.200332641601562) | > loss_duration: 2.362424373626709 (2.399883190790812) | > loss_1: 33.89154815673828 (33.0847053527832)  --> STEP: 4 | > loss_disc: 2.413303852081299 (2.3571245074272156) | > loss_disc_real_0: 0.12061141431331635 (0.10706757754087448) | > loss_disc_real_1: 0.18768815696239471 (0.1729266121983528) | > loss_disc_real_2: 0.1663201004266739 (0.21664300933480263) | > loss_disc_real_3: 0.22780942916870117 (0.2356874644756317) | > loss_disc_real_4: 0.17999333143234253 (0.21231470257043839) | > loss_disc_real_5: 0.1926031857728958 (0.199544757604599) | > loss_0: 2.413303852081299 (2.3571245074272156) | > loss_gen: 2.1221323013305664 (2.1887384057044983) | > loss_kl: 3.5374414920806885 (3.069523811340332) | > loss_feat: 5.60292911529541 (6.170730710029602) | > loss_mel: 16.550485610961914 (18.53787088394165) | > loss_duration: 2.3261489868164062 (2.3814496397972107) | > loss_1: 30.139137268066406 (32.348313331604004)  --> STEP: 5 | > loss_disc: 2.417142391204834 (2.3691280841827393) | > loss_disc_real_0: 0.20384082198143005 (0.1264222264289856) | > loss_disc_real_1: 0.1808527112007141 (0.17451183199882508) | > loss_disc_real_2: 0.17458994686603546 (0.2082323968410492) | > loss_disc_real_3: 0.27875182032585144 (0.24430033564567566) | > loss_disc_real_4: 0.24971427023410797 (0.2197946161031723) | > loss_disc_real_5: 0.22626876831054688 (0.20488955974578857) | > loss_0: 2.417142391204834 (2.3691280841827393) | > loss_gen: 2.298274278640747 (2.210645580291748) | > loss_kl: 2.6289472579956055 (2.9814085006713866) | > loss_feat: 4.7034406661987305 (5.877272701263427) | > loss_mel: 16.751211166381836 (18.180538940429688) | > loss_duration: 2.3567681312561035 (2.3765133380889893) | > loss_1: 28.7386417388916 (31.626379013061523)  --> STEP: 6 | > loss_disc: 2.476698875427246 (2.387056549390157) | > loss_disc_real_0: 0.11422382295131683 (0.12438915918270747) | > loss_disc_real_1: 0.15467585623264313 (0.17120583603779474) | > loss_disc_real_2: 0.19548192620277405 (0.20610731840133667) | > loss_disc_real_3: 0.23689059913158417 (0.24306537955999374) | > loss_disc_real_4: 0.2352362424135208 (0.22236822048823038) | > loss_disc_real_5: 0.24158960580825806 (0.21100623408953348) | > loss_0: 2.476698875427246 (2.387056549390157) | > loss_gen: 2.005594491958618 (2.176470398902893) | > loss_kl: 3.5653645992279053 (3.078734517097473) | > loss_feat: 4.740445137023926 (5.687801440556844) | > loss_mel: 14.393182754516602 (17.549312909444172) | > loss_duration: 2.180128812789917 (2.343782583872477) | > loss_1: 26.884716033935547 (30.83610184987386)  --> STEP: 7 | > loss_disc: 2.366950750350952 (2.3841842923845564) | > loss_disc_real_0: 0.10724535584449768 (0.12194004442010607) | > loss_disc_real_1: 0.15193824470043182 (0.16845332298960006) | > loss_disc_real_2: 0.273334801197052 (0.21571124451501028) | > loss_disc_real_3: 0.2395937442779541 (0.2425694316625595) | > loss_disc_real_4: 0.22780375182628632 (0.22314472496509552) | > loss_disc_real_5: 0.26450419425964355 (0.21864879982812063) | > loss_0: 2.366950750350952 (2.3841842923845564) | > loss_gen: 2.278574228286743 (2.191056660243443) | > loss_kl: 4.097510814666748 (3.224273988178798) | > loss_feat: 4.9985151290893555 (5.58933196749006) | > loss_mel: 17.70958137512207 (17.572208404541016) | > loss_duration: 2.588534355163574 (2.378747122628348) | > loss_1: 31.672714233398438 (30.955617904663086)  --> STEP: 8 | > loss_disc: 2.1450934410095215 (2.354297935962677) | > loss_disc_real_0: 0.1006878912448883 (0.11928352527320385) | > loss_disc_real_1: 0.194773867726326 (0.1717433910816908) | > loss_disc_real_2: 0.193534255027771 (0.21293912082910538) | > loss_disc_real_3: 0.18908686935901642 (0.23588411137461662) | > loss_disc_real_4: 0.193943053483963 (0.21949451602995396) | > loss_disc_real_5: 0.15731090307235718 (0.2109815627336502) | > loss_0: 2.1450934410095215 (2.354297935962677) | > loss_gen: 2.5953426361083984 (2.2415924072265625) | > loss_kl: 3.094043016433716 (3.207995116710663) | > loss_feat: 9.469365119934082 (6.074336111545563) | > loss_mel: 21.85602569580078 (18.107685565948486) | > loss_duration: 2.2682125568389893 (2.3649303019046783) | > loss_1: 39.282989501953125 (31.99653935432434)  --> STEP: 9 | > loss_disc: 2.3380203247070312 (2.3524893124898276) | > loss_disc_real_0: 0.10745793581008911 (0.11796957088841332) | > loss_disc_real_1: 0.15983659029006958 (0.1704204132159551) | > loss_disc_real_2: 0.16459573805332184 (0.20756763385401833) | > loss_disc_real_3: 0.20511125028133392 (0.2324649045864741) | > loss_disc_real_4: 0.15101486444473267 (0.21188566585381827) | > loss_disc_real_5: 0.18919289112091064 (0.20856059922112358) | > loss_0: 2.3380203247070312 (2.3524893124898276) | > loss_gen: 2.166017532348633 (2.2331951989067926) | > loss_kl: 3.0873653888702393 (3.1945918136172824) | > loss_feat: 11.080405235290527 (6.630566014183892) | > loss_mel: 18.546165466308594 (18.156405554877388) | > loss_duration: 2.232738494873047 (2.3502423233456082) | > loss_1: 37.11268997192383 (32.56500053405762)  --> STEP: 10 | > loss_disc: 2.3214738368988037 (2.349387764930725) | > loss_disc_real_0: 0.09073738753795624 (0.11524635255336761) | > loss_disc_real_1: 0.1561003029346466 (0.16898840218782424) | > loss_disc_real_2: 0.1866583377122879 (0.20547670423984526) | > loss_disc_real_3: 0.27655985951423645 (0.23687440007925034) | > loss_disc_real_4: 0.24816150963306427 (0.21551325023174286) | > loss_disc_real_5: 0.29194632172584534 (0.21689917147159576) | > loss_0: 2.3214738368988037 (2.349387764930725) | > loss_gen: 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(18.13968866521662) | > loss_duration: 2.5215682983398438 (2.3662397211248223) | > loss_1: 33.60708236694336 (32.68936556035822)  --> STEP: 12 | > loss_disc: 2.4189395904541016 (2.3530065417289734) | > loss_disc_real_0: 0.11948193609714508 (0.11233702301979065) | > loss_disc_real_1: 0.13665969669818878 (0.16543282940983772) | > loss_disc_real_2: 0.2148139625787735 (0.20268970976273218) | > loss_disc_real_3: 0.2084084302186966 (0.2339311564962069) | > loss_disc_real_4: 0.21971763670444489 (0.21297002335389456) | > loss_disc_real_5: 0.19511181116104126 (0.2097069720427195) | > loss_0: 2.4189395904541016 (2.3530065417289734) | > loss_gen: 2.094714641571045 (2.2198144694169364) | > loss_kl: 2.8110768795013428 (3.1747512221336365) | > loss_feat: 6.24462890625 (6.702786962191264) | > loss_mel: 17.818967819213867 (18.112961928049724) | > loss_duration: 2.244626045227051 (2.3561052481333413) | > loss_1: 31.21401596069336 (32.56641976038615)  --> STEP: 13 | > loss_disc: 2.4358315467834473 (2.359377695963933) | > loss_disc_real_0: 0.1002345085144043 (0.11140606036553016) | > loss_disc_real_1: 0.1836392730474472 (0.16683332507426923) | > loss_disc_real_2: 0.2033948451280594 (0.20274395094468042) | > loss_disc_real_3: 0.2424788475036621 (0.23458867118908808) | > loss_disc_real_4: 0.20373357832431793 (0.21225952758238867) | > loss_disc_real_5: 0.23348958790302277 (0.21153640403197363) | > loss_0: 2.4358315467834473 (2.359377695963933) | > loss_gen: 2.066105604171753 (2.2079907105519223) | > loss_kl: 3.16874098777771 (3.17428889641395) | > loss_feat: 6.139133453369141 (6.659428999974177) | > loss_mel: 16.088895797729492 (17.957264533409706) | > loss_duration: 2.2581725120544434 (2.348571960742657) | > loss_1: 29.72104835510254 (32.347545036902794)  --> STEP: 14 | > loss_disc: 2.2966465950012207 (2.354896903038025) | > loss_disc_real_0: 0.11948820948600769 (0.11198335673127856) | > loss_disc_real_1: 0.19118842482566833 (0.168572975056512) | > loss_disc_real_2: 0.19427360594272614 (0.2021389263016837) | > loss_disc_real_3: 0.27162691950798035 (0.23723426035472325) | > loss_disc_real_4: 0.2067297101020813 (0.21186454061950957) | > loss_disc_real_5: 0.252774178981781 (0.2144819593855313) | > loss_0: 2.2966465950012207 (2.354896903038025) | > loss_gen: 2.425950288772583 (2.223559251853398) | > loss_kl: 3.540132761001587 (3.2004206010273526) | > loss_feat: 7.152263164520264 (6.694631440298898) | > loss_mel: 19.287006378173828 (18.05224609375) | > loss_duration: 2.451658248901367 (2.355935267039708) | > loss_1: 34.85700988769531 (32.52679252624512)  --> STEP: 15 | > loss_disc: 2.4814462661743164 (2.363333527247111) | > loss_disc_real_0: 0.16257669031620026 (0.11535624563694) | > loss_disc_real_1: 0.20756161212921143 (0.1711722175280253) | > loss_disc_real_2: 0.2557607889175415 (0.2057137171427409) | > loss_disc_real_3: 0.21120001375675201 (0.2354986439148585) | > loss_disc_real_4: 0.19842539727687836 (0.21096859773000082) | > loss_disc_real_5: 0.20764562487602234 (0.21402620375156403) | > loss_0: 2.4814462661743164 (2.363333527247111) | > loss_gen: 2.278865337371826 (2.227246324221293) | > loss_kl: 3.7375218868255615 (3.2362273534139) | > loss_feat: 7.597385883331299 (6.754815069834391) | > loss_mel: 18.055822372436523 (18.0524845123291) | > loss_duration: 2.358654260635376 (2.356116533279419) | > loss_1: 34.02825164794922 (32.62688980102539)  --> STEP: 16 | > loss_disc: 2.486689567565918 (2.3710432797670364) | > loss_disc_real_0: 0.19599705934524536 (0.12039629649370909) | > loss_disc_real_1: 0.2565445601940155 (0.1765079889446497) | > loss_disc_real_2: 0.1987198144197464 (0.20527659822255373) | > loss_disc_real_3: 0.2019263505935669 (0.23340037558227777) | > loss_disc_real_4: 0.14584645628929138 (0.20689846388995647) | > loss_disc_real_5: 0.20761166512966156 (0.21362529508769512) | > loss_0: 2.486689567565918 (2.3710432797670364) | > loss_gen: 2.0917394161224365 (2.2187771424651146) | > loss_kl: 3.067315101623535 (3.225670337677002) | > loss_feat: 5.970704555511475 (6.705808162689209) | > loss_mel: 11.353644371032715 (17.633807003498077) | > loss_duration: 2.351346015930176 (2.3558183759450912) | > loss_1: 24.834747314453125 (32.139880895614624)  --> STEP: 17 | > loss_disc: 2.503657341003418 (2.378844106898588) | > loss_disc_real_0: 0.12078383564949036 (0.1204190929146374) | > loss_disc_real_1: 0.20559588074684143 (0.17821904140360215) | > loss_disc_real_2: 0.21480202674865723 (0.20583691754761865) | > loss_disc_real_3: 0.24452926218509674 (0.2340550159706789) | > loss_disc_real_4: 0.23704783618450165 (0.2086719563778709) | > loss_disc_real_5: 0.22204120457172394 (0.21412034858675563) | > loss_0: 2.503657341003418 (2.378844106898588) | > loss_gen: 2.1223983764648438 (2.213107803288628) | > loss_kl: 2.755078077316284 (3.1979884400087246) | > loss_feat: 5.779569149017334 (6.651323514826157) | > loss_mel: 17.82594108581543 (17.645109008340274) | > loss_duration: 2.4270739555358887 (2.3600098806269028) | > loss_1: 30.91006088256836 (32.06753854190602)  --> STEP: 18 | > loss_disc: 2.259826421737671 (2.3722320132785373) | > loss_disc_real_0: 0.13739213347434998 (0.1213620396123992) | > loss_disc_real_1: 0.1807628720998764 (0.17836036533117294) | > loss_disc_real_2: 0.21112661063671112 (0.20613078938590157) | > loss_disc_real_3: 0.19128713011741638 (0.2316790223121643) | > loss_disc_real_4: 0.1924552619457245 (0.20777102890941831) | > loss_disc_real_5: 0.1229902058839798 (0.20905756288104588) | > loss_0: 2.259826421737671 (2.3722320132785373) | > loss_gen: 2.2744414806365967 (2.2165152298079596) | > loss_kl: 2.460569143295288 (3.1570207013024225) | > loss_feat: 9.592398643493652 (6.814716577529907) | > loss_mel: 19.354782104492188 (17.74009084701538) | > loss_duration: 2.2552945613861084 (2.354192362891303) | > loss_1: 35.93748474121094 (32.282535552978516)  --> STEP: 19 | > loss_disc: 2.6274404525756836 (2.3856640363994397) | > loss_disc_real_0: 0.11357641220092773 (0.12095226974863756) | > loss_disc_real_1: 0.17378100752830505 (0.17811934649944305) | > loss_disc_real_2: 0.23674698173999786 (0.20774216793085398) | > loss_disc_real_3: 0.2518719732761383 (0.23274180920500503) | > loss_disc_real_4: 0.2873208522796631 (0.21195786171837858) | > loss_disc_real_5: 0.21973161399364471 (0.20961935504486687) | > loss_0: 2.6274404525756836 (2.3856640363994397) | > loss_gen: 1.9644898176193237 (2.2032507344296106) | > loss_kl: 1.5108642578125 (3.0703808884871635) | > loss_feat: 5.376414775848389 (6.739016482704564) | > loss_mel: 17.223609924316406 (17.71290764055754) | > loss_duration: 2.3587393760681152 (2.354431679374293) | > loss_1: 28.434118270874023 (32.079987274973014)  --> STEP: 20 | > loss_disc: 2.5998518466949463 (2.396373426914215) | > loss_disc_real_0: 0.10630403459072113 (0.12021985799074172) | > loss_disc_real_1: 0.2038564532995224 (0.17940620183944703) | > loss_disc_real_2: 0.2536143660545349 (0.21003577783703803) | > loss_disc_real_3: 0.25571778416633606 (0.2338906079530716) | > loss_disc_real_4: 0.27099987864494324 (0.2149099625647068) | > loss_disc_real_5: 0.24311596155166626 (0.21129418537020683) | > loss_0: 2.5998518466949463 (2.396373426914215) | > loss_gen: 1.9998793601989746 (2.193082165718079) | > loss_kl: 2.2589869499206543 (3.0298111915588377) | > loss_feat: 4.520689010620117 (6.628100109100342) | > loss_mel: 15.22756576538086 (17.588640546798707) | > loss_duration: 2.3305115699768066 (2.353235673904419) | > loss_1: 26.33763313293457 (31.792869567871094)  --> STEP: 21 | > loss_disc: 2.616363525390625 (2.4068491458892822) | > loss_disc_real_0: 0.10365821421146393 (0.1194312082869666) | > loss_disc_real_1: 0.24628931283950806 (0.18259111188706897) | > loss_disc_real_2: 0.2510926127433777 (0.21199086521353042) | > loss_disc_real_3: 0.2861398458480835 (0.23637866690045312) | > loss_disc_real_4: 0.23359881341457367 (0.21579990784327188) | > loss_disc_real_5: 0.22315651178359985 (0.21185905805655889) | > loss_0: 2.616363525390625 (2.4068491458892822) | > loss_gen: 1.9562989473342896 (2.1818067743664695) | > loss_kl: 2.3093113899230957 (2.995501677195231) | > loss_feat: 4.419518947601318 (6.522929577600388) | > loss_mel: 14.11257553100586 (17.42311364128476) | > loss_duration: 2.1569066047668457 (2.3438866706121537) | > loss_1: 24.95461082458496 (31.467238199143182)  --> STEP: 22 | > loss_disc: 2.673086166381836 (2.418950828638944) | > loss_disc_real_0: 0.17274677753448486 (0.12185464325276288) | > loss_disc_real_1: 0.16304096579551697 (0.18170246888290753) | > loss_disc_real_2: 0.17064239084720612 (0.21011138910597021) | > loss_disc_real_3: 0.2029150128364563 (0.23485759171572598) | > loss_disc_real_4: 0.20091727375984192 (0.21512342447584326) | > loss_disc_real_5: 0.22203071415424347 (0.21232140606099908) | > loss_0: 2.673086166381836 (2.418950828638944) | > loss_gen: 1.8854303359985352 (2.168335118077018) | > loss_kl: 2.320784091949463 (2.9648326960476963) | > loss_feat: 6.5980353355407715 (6.526343475688588) | > loss_mel: 19.1568660736084 (17.501920570026744) | > loss_duration: 2.205564498901367 (2.3375992991707544) | > loss_1: 32.16667938232422 (31.499030980196867)  --> STEP: 23 | > loss_disc: 2.636399507522583 (2.428405119025189) | > loss_disc_real_0: 0.21291141211986542 (0.12581363320350647) | > loss_disc_real_1: 0.22455427050590515 (0.18356559069260306) | > loss_disc_real_2: 0.20796312391757965 (0.21001798627169235) | > loss_disc_real_3: 0.24549143016338348 (0.23531993251779806) | > loss_disc_real_4: 0.2564679682254791 (0.21692101333452307) | > loss_disc_real_5: 0.2805449962615967 (0.21528764911319898) | > loss_0: 2.636399507522583 (2.428405119025189) | > loss_gen: 2.2618372440338135 (2.172400427901226) | > loss_kl: 2.7097530364990234 (2.9537422760673193) | > loss_feat: 8.232983589172363 (6.6005452197531) | > loss_mel: 18.584171295166016 (17.548974949380625) | > loss_duration: 2.2756142616271973 (2.3349042975384258) | > loss_1: 34.064361572265625 (31.610567092895508)  --> STEP: 24 | > loss_disc: 2.550884962081909 (2.433508445819219) | > loss_disc_real_0: 0.10480305552482605 (0.12493819246689479) | > loss_disc_real_1: 0.16461090743541718 (0.18277581222355366) | > loss_disc_real_2: 0.2594735622406006 (0.21207863527039686) | > loss_disc_real_3: 0.3031303882598877 (0.23814536817371845) | > loss_disc_real_4: 0.3317144513130188 (0.22170407325029373) | > loss_disc_real_5: 0.32980111241340637 (0.22005904341737428) | > loss_0: 2.550884962081909 (2.433508445819219) | > loss_gen: 2.338040828704834 (2.179302111268043) | > loss_kl: 2.459993600845337 (2.9331694145997367) | > loss_feat: 7.3129096031188965 (6.630227069060008) | > loss_mel: 18.46847152709961 (17.587287306785583) | > loss_duration: 2.4486215114593506 (2.339642514785131) | > loss_1: 33.028038024902344 (31.669628381729126)  --> STEP: 25 | > loss_disc: 2.4019651412963867 (2.4322467136383055) | > loss_disc_real_0: 0.09703794121742249 (0.1238221824169159) | > loss_disc_real_1: 0.21688008308410645 (0.18413998305797577) | > loss_disc_real_2: 0.23480355739593506 (0.21298763215541838) | > loss_disc_real_3: 0.20989474654197693 (0.23701534330844878) | > loss_disc_real_4: 0.1909102499485016 (0.22047232031822206) | > loss_disc_real_5: 0.15948571264743805 (0.21763611018657683) | > loss_0: 2.4019651412963867 (2.4322467136383055) | > loss_gen: 2.1540465354919434 (2.178291888236999) | > loss_kl: 2.852566719055176 (2.929945306777954) | > loss_feat: 6.428443908691406 (6.622155742645264) | > loss_mel: 15.72286605834961 (17.512710456848144) | > loss_duration: 2.366936206817627 (2.3407342624664307) | > loss_1: 29.524858474731445 (31.583837585449217)  --> STEP: 26 | > loss_disc: 2.7708981037139893 (2.4452717671027546) | > loss_disc_real_0: 0.19754038751125336 (0.12665749799746734) | > loss_disc_real_1: 0.15970313549041748 (0.18320010430537736) | > loss_disc_real_2: 0.15115752816200256 (0.2106095512325947) | > loss_disc_real_3: 0.14264538884162903 (0.23338572967510957) | > loss_disc_real_4: 0.16068591177463531 (0.21817284306654564) | > loss_disc_real_5: 0.1127433031797409 (0.21360177145554468) | > loss_0: 2.7708981037139893 (2.4452717671027546) | > loss_gen: 1.6832194328308105 (2.1592506399521456) | > loss_kl: 2.2194008827209473 (2.9026166750834537) | > loss_feat: 16.348108291625977 (6.996230840682983) | > loss_mel: 20.288705825805664 (17.61947950950036) | > loss_duration: 2.325042247772217 (2.34013072343973) | > loss_1: 42.864479064941406 (32.017708411583534) --> EVAL PERFORMANCE | > avg_loader_time: 0.002538598500765287 (+8.132824530968303e-05) | > avg_loss_disc: 2.4452717671027546 (+0.02761440093700651) | > avg_loss_disc_real_0: 0.12665749799746734 (+0.0208680214217076) | > avg_loss_disc_real_1: 0.18320010430537736 (-0.004997585541926919) | > avg_loss_disc_real_2: 0.2106095512325947 (-0.020020029865778416) | > avg_loss_disc_real_3: 0.23338572967510957 (-0.016050371986169043) | > avg_loss_disc_real_4: 0.21817284306654564 (-0.03601754055573389) | > avg_loss_disc_real_5: 0.21360177145554468 (-0.028851573283855736) | > avg_loss_0: 2.4452717671027546 (+0.02761440093700651) | > avg_loss_gen: 2.1592506399521456 (-0.18728849521050117) | > avg_loss_kl: 2.9026166750834537 (+0.06585756631997919) | > avg_loss_feat: 6.996230840682983 (-0.1251479478982782) | > avg_loss_mel: 17.61947950950036 (-0.02883364604069527) | > avg_loss_duration: 2.34013072343973 (+0.011960405569810817) | > avg_loss_1: 32.017708411583534 (-0.2634521631094131)  > EPOCH: 618/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:27:19)   --> TIME: 2024-06-11 18:27:24 -- STEP: 9/330 -- GLOBAL_STEP: 291950 | > loss_disc: 2.4615161418914795 (2.31662999259101) | > loss_disc_real_0: 0.13444340229034424 (0.10746943453947704) | > loss_disc_real_1: 0.23722505569458008 (0.1980813460217582) | > loss_disc_real_2: 0.23141996562480927 (0.20483681890699598) | > loss_disc_real_3: 0.24726317822933197 (0.22376246750354767) | > loss_disc_real_4: 0.23470042645931244 (0.23158467809359232) | > loss_disc_real_5: 0.23407955467700958 (0.21613872051239014) | > loss_0: 2.4615161418914795 (2.31662999259101) | > grad_norm_0: tensor(5.7562, device='cuda:0') (tensor(5.8867, device='cuda:0')) | > loss_gen: 2.428191661834717 (2.5027015739017062) | > loss_kl: 1.778638482093811 (1.864411301083035) | > loss_feat: 6.616864204406738 (6.927449491288927) | > loss_mel: 17.917680740356445 (18.11585807800293) | > loss_duration: 2.090735912322998 (2.1313436561160617) | > loss_1: 30.832111358642578 (31.541763305664062) | > grad_norm_1: tensor(53.4517, device='cuda:0') (tensor(75.8956, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.604 (0.39936550458272296) | > loader_time: 0.0038 (0.003268215391370985)  --> TIME: 2024-06-11 18:27:33 -- STEP: 34/330 -- GLOBAL_STEP: 291975 | > loss_disc: 2.3780930042266846 (2.345723930527182) | > loss_disc_real_0: 0.10275095701217651 (0.10517143326647141) | > loss_disc_real_1: 0.21712686121463776 (0.1993873093058081) | > loss_disc_real_2: 0.2301352322101593 (0.20980723947286606) | > loss_disc_real_3: 0.219481959939003 (0.2269136147464023) | > loss_disc_real_4: 0.21740014851093292 (0.2290317547671935) | > loss_disc_real_5: 0.21892744302749634 (0.22173626151155024) | > loss_0: 2.3780930042266846 (2.345723930527182) | > grad_norm_0: tensor(7.4026, device='cuda:0') (tensor(8.1091, device='cuda:0')) | > loss_gen: 2.5844106674194336 (2.5030995116514316) | > loss_kl: 1.845398187637329 (1.897716224193573) | > loss_feat: 7.36104154586792 (7.01258604666766) | > loss_mel: 17.582731246948242 (17.789751950432265) | > loss_duration: 2.033949136734009 (2.0364956154542817) | > loss_1: 31.407529830932617 (31.239648875068216) | > grad_norm_1: tensor(107.0276, device='cuda:0') (tensor(78.4546, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.384 (0.38264598565943103) | > loader_time: 0.004 (0.003478863660026999)  --> TIME: 2024-06-11 18:27:43 -- STEP: 59/330 -- GLOBAL_STEP: 292000 | > loss_disc: 2.4561636447906494 (2.350443953174656) | > loss_disc_real_0: 0.1241205632686615 (0.10724400084907726) | > loss_disc_real_1: 0.18717306852340698 (0.19900761772010286) | > loss_disc_real_2: 0.2535582482814789 (0.2099199148557954) | > loss_disc_real_3: 0.23880961537361145 (0.2301323545181145) | > loss_disc_real_4: 0.23051002621650696 (0.22905035417968944) | > loss_disc_real_5: 0.1917014718055725 (0.22131254511364437) | > loss_0: 2.4561636447906494 (2.350443953174656) | > grad_norm_0: tensor(9.5620, device='cuda:0') (tensor(10.0387, device='cuda:0')) | > loss_gen: 2.3694326877593994 (2.48646879196167) | > loss_kl: 1.9653230905532837 (1.9077075113684445) | > loss_feat: 6.294370651245117 (6.958728281118102) | > loss_mel: 16.2919979095459 (17.66405590509965) | > loss_duration: 1.968950867652893 (2.012064147803744) | > loss_1: 28.89007568359375 (31.029024318113166) | > grad_norm_1: tensor(43.0282, device='cuda:0') (tensor(100.2747, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4002 (0.3832622261370643) | > loader_time: 0.0039 (0.0035832493992175086) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_292000.pth  --> TIME: 2024-06-11 18:27:56 -- STEP: 84/330 -- GLOBAL_STEP: 292025 | > loss_disc: 2.3656556606292725 (2.357110244887216) | > loss_disc_real_0: 0.14606131613254547 (0.10996819589109648) | > loss_disc_real_1: 0.2137678563594818 (0.1981842792814686) | > loss_disc_real_2: 0.21169644594192505 (0.21101873971167065) | > loss_disc_real_3: 0.22472621500492096 (0.22977898748857634) | > loss_disc_real_4: 0.2167033702135086 (0.23143028343717256) | > loss_disc_real_5: 0.20847421884536743 (0.22233144619635173) | > loss_0: 2.3656556606292725 (2.357110244887216) | > grad_norm_0: tensor(18.4983, device='cuda:0') (tensor(10.4228, device='cuda:0')) | > loss_gen: 2.3711280822753906 (2.474553817794436) | > loss_kl: 2.0470261573791504 (1.9213806291421254) | > loss_feat: 6.394754409790039 (6.967270760309129) | > loss_mel: 16.89011573791504 (17.598411423819407) | > loss_duration: 2.086432456970215 (2.0040952591669003) | > loss_1: 29.78945541381836 (30.965711684454057) | > grad_norm_1: tensor(221.3405, device='cuda:0') (tensor(111.2376, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.372 (0.37984359832037057) | > loader_time: 0.0046 (0.003603557745615641)  --> TIME: 2024-06-11 18:28:06 -- STEP: 109/330 -- GLOBAL_STEP: 292050 | > loss_disc: 2.381528377532959 (2.3644157571530124) | > loss_disc_real_0: 0.08438321948051453 (0.11117503867236846) | > loss_disc_real_1: 0.2096349000930786 (0.19785334798720997) | > loss_disc_real_2: 0.244513139128685 (0.2137634390537892) | > loss_disc_real_3: 0.22266411781311035 (0.2306559680525316) | > loss_disc_real_4: 0.21280232071876526 (0.23117284353719939) | > loss_disc_real_5: 0.21671730279922485 (0.22252855019285045) | > loss_0: 2.381528377532959 (2.3644157571530124) | > grad_norm_0: tensor(16.4534, device='cuda:0') (tensor(12.8196, device='cuda:0')) | > loss_gen: 2.388489246368408 (2.465675977391934) | > loss_kl: 1.9213825464248657 (1.9261721274174681) | > loss_feat: 6.937547206878662 (6.919342460982296) | > loss_mel: 17.837913513183594 (17.536767994591944) | > loss_duration: 1.953556776046753 (2.0047252714087125) | > loss_1: 31.03888702392578 (30.8526837235197) | > grad_norm_1: tensor(275.7712, device='cuda:0') (tensor(144.4457, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.376 (0.3769784629891772) | > loader_time: 0.0038 (0.0036532572650034493)  --> TIME: 2024-06-11 18:28:15 -- STEP: 134/330 -- GLOBAL_STEP: 292075 | > loss_disc: 2.3885064125061035 (2.3623501702920713) | > loss_disc_real_0: 0.11098645627498627 (0.11107593391146232) | > loss_disc_real_1: 0.23428596556186676 (0.19742460838004722) | > loss_disc_real_2: 0.20794005692005157 (0.21296205983233096) | > loss_disc_real_3: 0.21966056525707245 (0.23059250114124213) | > loss_disc_real_4: 0.2074872851371765 (0.23138112452492784) | > loss_disc_real_5: 0.18879374861717224 (0.2232281681317002) | > loss_0: 2.3885064125061035 (2.3623501702920713) | > grad_norm_0: tensor(10.1921, device='cuda:0') (tensor(12.7710, device='cuda:0')) | > loss_gen: 2.280120372772217 (2.469060463691825) | > loss_kl: 2.025977373123169 (1.9394823206004812) | > loss_feat: 6.4022722244262695 (6.939625170693469) | > loss_mel: 17.787168502807617 (17.580323560913993) | > loss_duration: 2.0275514125823975 (2.0083790812919395) | > loss_1: 30.523090362548828 (30.936870446845667) | > grad_norm_1: tensor(220.1469, device='cuda:0') (tensor(152.7430, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.3874 (0.37657843241051064) | > loader_time: 0.0048 (0.0037196038374260293)  --> TIME: 2024-06-11 18:28:25 -- STEP: 159/330 -- GLOBAL_STEP: 292100 | > loss_disc: 2.3904528617858887 (2.366726224527419) | > loss_disc_real_0: 0.06366725265979767 (0.11305748769697153) | > loss_disc_real_1: 0.18872421979904175 (0.19758768117277878) | > loss_disc_real_2: 0.21833965182304382 (0.21321343981994773) | > loss_disc_real_3: 0.21013090014457703 (0.23007843235753617) | > loss_disc_real_4: 0.18858493864536285 (0.23129823700811877) | > loss_disc_real_5: 0.18339160084724426 (0.22316778006043825) | > loss_0: 2.3904528617858887 (2.366726224527419) | > grad_norm_0: tensor(25.2365, device='cuda:0') (tensor(14.8626, device='cuda:0')) | > loss_gen: 2.441927909851074 (2.4668133663681324) | > loss_kl: 2.071751356124878 (1.9480163368788905) | > loss_feat: 6.638253688812256 (6.933580383564691) | > loss_mel: 17.171863555908203 (17.564677700306632) | > loss_duration: 2.017153263092041 (2.011742811532891) | > loss_1: 30.3409481048584 (30.924830442704494) | > grad_norm_1: tensor(312.4377, device='cuda:0') (tensor(167.9230, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4025 (0.37906548212159363) | > loader_time: 0.0043 (0.003860686560096981)  --> TIME: 2024-06-11 18:28:35 -- STEP: 184/330 -- GLOBAL_STEP: 292125 | > loss_disc: 2.404226064682007 (2.367649194986924) | > loss_disc_real_0: 0.06404228508472443 (0.11352615767037091) | > loss_disc_real_1: 0.19164854288101196 (0.197585121607003) | > loss_disc_real_2: 0.22045618295669556 (0.2134004436109377) | > loss_disc_real_3: 0.24842338263988495 (0.23015892554236494) | > loss_disc_real_4: 0.26079151034355164 (0.2310962242114803) | > loss_disc_real_5: 0.22946098446846008 (0.2233623887371758) | > loss_0: 2.404226064682007 (2.367649194986924) | > grad_norm_0: tensor(28.0636, device='cuda:0') (tensor(16.7137, device='cuda:0')) | > loss_gen: 2.6208975315093994 (2.4739155251046903) | > loss_kl: 1.9754996299743652 (1.9537796404050745) | > loss_feat: 7.694084167480469 (6.95471258526263) | > loss_mel: 17.409976959228516 (17.535404920578) | > loss_duration: 2.048313617706299 (2.018245193621386) | > loss_1: 31.74877166748047 (30.93605777491694) | > grad_norm_1: tensor(462.7945, device='cuda:0') (tensor(192.4895, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4043 (0.3808694131996321) | > loader_time: 0.0052 (0.003976159769555797)  --> TIME: 2024-06-11 18:28:46 -- STEP: 209/330 -- GLOBAL_STEP: 292150 | > loss_disc: 2.371378183364868 (2.368295026167729) | > loss_disc_real_0: 0.07134214043617249 (0.11428423101109181) | > loss_disc_real_1: 0.21783049404621124 (0.19786848705351068) | > loss_disc_real_2: 0.1881568282842636 (0.2130241430404654) | > loss_disc_real_3: 0.23225446045398712 (0.23062530730329633) | > loss_disc_real_4: 0.28475114703178406 (0.231590393199875) | > loss_disc_real_5: 0.24196234345436096 (0.2237835900777835) | > loss_0: 2.371378183364868 (2.368295026167729) | > grad_norm_0: tensor(32.1559, device='cuda:0') (tensor(19.3015, device='cuda:0')) | > loss_gen: 2.520078182220459 (2.4846607463781933) | > loss_kl: 1.958160400390625 (1.9580439985083622) | > loss_feat: 7.8487043380737305 (6.972830614975194) | > loss_mel: 17.92957305908203 (17.510126241656575) | > loss_duration: 2.111438035964966 (2.0256274527910225) | > loss_1: 32.36795425415039 (30.951288971604342) | > grad_norm_1: tensor(299.7990, device='cuda:0') (tensor(215.5496, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4018 (0.3828977705759295) | > loader_time: 0.005 (0.004111911691547012)  --> TIME: 2024-06-11 18:28:56 -- STEP: 234/330 -- GLOBAL_STEP: 292175 | > loss_disc: 2.4156222343444824 (2.368704232395206) | > loss_disc_real_0: 0.1575918048620224 (0.11506036411111172) | > loss_disc_real_1: 0.2211102545261383 (0.19794749417620847) | > loss_disc_real_2: 0.1770332306623459 (0.21317985080755675) | > loss_disc_real_3: 0.22225937247276306 (0.23037629733737716) | > loss_disc_real_4: 0.235423743724823 (0.23102495278048718) | > loss_disc_real_5: 0.20478813350200653 (0.22312518387523472) | > loss_0: 2.4156222343444824 (2.368704232395206) | > grad_norm_0: tensor(72.1535, device='cuda:0') (tensor(21.7563, device='cuda:0')) | > loss_gen: 2.2737820148468018 (2.4897637856312307) | > loss_kl: 2.005858898162842 (1.9653095674310994) | > loss_feat: 6.176807403564453 (6.979100965027117) | > loss_mel: 15.97012996673584 (17.481555119538896) | > loss_duration: 2.0897974967956543 (2.0340330993008404) | > loss_1: 28.51637840270996 (30.94976247477735) | > grad_norm_1: tensor(406.5739, device='cuda:0') (tensor(236.0754, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4048 (0.38464934703631276) | > loader_time: 0.0053 (0.004219271178938384)  --> TIME: 2024-06-11 18:29:06 -- STEP: 259/330 -- GLOBAL_STEP: 292200 | > loss_disc: 2.3134765625 (2.367031309135173) | > loss_disc_real_0: 0.10022205114364624 (0.11499514353091192) | > loss_disc_real_1: 0.1954272985458374 (0.1982765869744496) | > loss_disc_real_2: 0.19771744310855865 (0.21287140900333876) | > loss_disc_real_3: 0.20278912782669067 (0.23038546413068145) | > loss_disc_real_4: 0.22701424360275269 (0.2303810232969785) | > loss_disc_real_5: 0.2234027236700058 (0.22277650979264824) | > loss_0: 2.3134765625 (2.367031309135173) | > grad_norm_0: tensor(45.5159, device='cuda:0') (tensor(23.2809, device='cuda:0')) | > loss_gen: 2.5751640796661377 (2.4940063750881962) | > loss_kl: 1.976443886756897 (1.9675218299549058) | > loss_feat: 7.559671878814697 (6.987944282620109) | > loss_mel: 16.805721282958984 (17.456306807322832) | > loss_duration: 2.143101692199707 (2.041563289506095) | > loss_1: 31.060104370117188 (30.94734253754487) | > grad_norm_1: tensor(519.9659, device='cuda:0') (tensor(253.9348, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4255 (0.3877839968471453) | > loader_time: 0.0057 (0.004342010122468573)  --> TIME: 2024-06-11 18:29:18 -- STEP: 284/330 -- GLOBAL_STEP: 292225 | > loss_disc: 2.427366256713867 (2.3706828985415718) | > loss_disc_real_0: 0.18665695190429688 (0.1167388957938258) | > loss_disc_real_1: 0.1918741911649704 (0.19851312434799231) | > loss_disc_real_2: 0.20522941648960114 (0.21277185555704883) | > loss_disc_real_3: 0.20989097654819489 (0.23071111875100875) | > loss_disc_real_4: 0.20164865255355835 (0.2302784832640433) | > loss_disc_real_5: 0.21485862135887146 (0.22278084847289073) | > loss_0: 2.427366256713867 (2.3706828985415718) | > grad_norm_0: tensor(49.6352, device='cuda:0') (tensor(26.2067, device='cuda:0')) | > loss_gen: 2.593034029006958 (2.4959942631318555) | > loss_kl: 2.0228962898254395 (1.9722140234121135) | > loss_feat: 6.836330413818359 (7.003323845460382) | > loss_mel: 17.15478515625 (17.41599902636566) | > loss_duration: 2.162355422973633 (2.0510943469027403) | > loss_1: 30.76940155029297 (30.9386254767297) | > grad_norm_1: tensor(266.8968, device='cuda:0') (tensor(277.6705, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.4463 (0.3928030813244027) | > loader_time: 0.0058 (0.004487195485074755)  --> TIME: 2024-06-11 18:29:30 -- STEP: 309/330 -- GLOBAL_STEP: 292250 | > loss_disc: 2.3957886695861816 (2.3751157117121426) | > loss_disc_real_0: 0.10367177426815033 (0.11997735444878298) | > loss_disc_real_1: 0.21854323148727417 (0.19878552342888603) | > loss_disc_real_2: 0.2473117709159851 (0.2123555979393062) | > loss_disc_real_3: 0.26501381397247314 (0.2306287847579876) | > loss_disc_real_4: 0.28176024556159973 (0.2309016249229993) | > loss_disc_real_5: 0.30573570728302 (0.2244860005224407) | > loss_0: 2.3957886695861816 (2.3751157117121426) | > grad_norm_0: tensor(48.6888, device='cuda:0') (tensor(28.9906, device='cuda:0')) | > loss_gen: 2.6257917881011963 (2.4957872555865457) | > loss_kl: 2.0622360706329346 (1.97770138697331) | > loss_feat: 6.915929317474365 (7.013666728553648) | > loss_mel: 16.296344757080078 (17.37460556462356) | > loss_duration: 2.2384018898010254 (2.062948791340332) | > loss_1: 30.138702392578125 (30.924709678082017) | > grad_norm_1: tensor(613.1819, device='cuda:0') (tensor(291.5284, device='cuda:0')) | > current_lr_0: 0.000185130788103706 | > current_lr_1: 0.000185130788103706 | > step_time: 0.5165 (0.39985175503110426) | > loader_time: 0.0063 (0.004671133837653595)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6083927154541016 (2.6083927154541016) | > loss_disc_real_0: 0.13775214552879333 (0.13775214552879333) | > loss_disc_real_1: 0.2570641338825226 (0.2570641338825226) | > loss_disc_real_2: 0.25257205963134766 (0.25257205963134766) | > loss_disc_real_3: 0.3251431882381439 (0.3251431882381439) | > loss_disc_real_4: 0.24598951637744904 (0.24598951637744904) | > loss_disc_real_5: 0.2801010310649872 (0.2801010310649872) | > loss_0: 2.6083927154541016 (2.6083927154541016) | > loss_gen: 2.482872247695923 (2.482872247695923) | > loss_kl: 2.2349274158477783 (2.2349274158477783) | > loss_feat: 6.716609954833984 (6.716609954833984) | > loss_mel: 15.592524528503418 (15.592524528503418) | > loss_duration: 3.091724157333374 (3.091724157333374) | > loss_1: 30.1186580657959 (30.1186580657959)  --> STEP: 1 | > loss_disc: 2.270169973373413 (2.270169973373413) | > loss_disc_real_0: 0.059407494962215424 (0.059407494962215424) | > loss_disc_real_1: 0.1921788454055786 (0.1921788454055786) | > loss_disc_real_2: 0.3046572506427765 (0.3046572506427765) | > loss_disc_real_3: 0.28611546754837036 (0.28611546754837036) | > loss_disc_real_4: 0.2361990213394165 (0.2361990213394165) | > loss_disc_real_5: 0.20060022175312042 (0.20060022175312042) | > loss_0: 2.270169973373413 (2.270169973373413) | > loss_gen: 2.6604766845703125 (2.6604766845703125) | > loss_kl: 2.679900884628296 (2.679900884628296) | > loss_feat: 5.705031394958496 (5.705031394958496) | > loss_mel: 18.63473129272461 (18.63473129272461) | > loss_duration: 2.3361563682556152 (2.3361563682556152) | > loss_1: 32.01629638671875 (32.01629638671875)  --> STEP: 2 | > loss_disc: 2.350226402282715 (2.310198187828064) | > loss_disc_real_0: 0.1356414258480072 (0.09752446040511131) | > loss_disc_real_1: 0.2182556688785553 (0.20521725714206696) | > loss_disc_real_2: 0.3240719735622406 (0.31436461210250854) | > loss_disc_real_3: 0.2860681414604187 (0.28609180450439453) | > loss_disc_real_4: 0.213302880525589 (0.22475095093250275) | > loss_disc_real_5: 0.30064618587493896 (0.2506232038140297) | > loss_0: 2.350226402282715 (2.310198187828064) | > loss_gen: 2.622800827026367 (2.64163875579834) | > loss_kl: 3.2024030685424805 (2.941151976585388) | > loss_feat: 5.5712714195251465 (5.638151407241821) | > loss_mel: 18.34136199951172 (18.488046646118164) | > loss_duration: 2.4979212284088135 (2.4170387983322144) | > loss_1: 32.23575973510742 (32.126028060913086)  --> STEP: 3 | > loss_disc: 2.4590890407562256 (2.359828472137451) | > loss_disc_real_0: 0.09287245571613312 (0.09597379217545192) | > loss_disc_real_1: 0.2779708802700043 (0.2294684648513794) | > loss_disc_real_2: 0.28457725048065186 (0.30443549156188965) | > loss_disc_real_3: 0.2461632639169693 (0.2727822909752528) | > loss_disc_real_4: 0.20292243361473083 (0.21747477849324545) | > loss_disc_real_5: 0.23661154508590698 (0.24595265090465546) | > loss_0: 2.4590890407562256 (2.359828472137451) | > loss_gen: 2.3280375003814697 (2.5371050039927163) | > loss_kl: 3.61995792388916 (3.1674206256866455) | > loss_feat: 5.207575798034668 (5.4946262041727705) | > loss_mel: 18.139659881591797 (18.371917724609375) | > loss_duration: 2.2776198387145996 (2.3705658117930093) | > loss_1: 31.572851181030273 (31.941635767618816)  --> STEP: 4 | > loss_disc: 2.208738327026367 (2.32205593585968) | > loss_disc_real_0: 0.16761897504329681 (0.11388508789241314) | > loss_disc_real_1: 0.19129715859889984 (0.2199256382882595) | > loss_disc_real_2: 0.34476524591445923 (0.31451793015003204) | > loss_disc_real_3: 0.2328610122203827 (0.26280197128653526) | > loss_disc_real_4: 0.16557170450687408 (0.2044990099966526) | > loss_disc_real_5: 0.1660541445016861 (0.22597802430391312) | > loss_0: 2.208738327026367 (2.32205593585968) | > loss_gen: 2.901089668273926 (2.628101170063019) | > loss_kl: 3.703400135040283 (3.301415503025055) | > loss_feat: 9.132349014282227 (6.404056906700134) | > loss_mel: 17.92564582824707 (18.2603497505188) | > loss_duration: 2.342745065689087 (2.363610625267029) | > loss_1: 36.00522994995117 (32.957534313201904)  --> STEP: 5 | > loss_disc: 2.2180533409118652 (2.3012554168701174) | > loss_disc_real_0: 0.15861070156097412 (0.12283021062612534) | > loss_disc_real_1: 0.3063495457172394 (0.2372104197740555) | > loss_disc_real_2: 0.28257104754447937 (0.3081285536289215) | > loss_disc_real_3: 0.22809754312038422 (0.25586108565330506) | > loss_disc_real_4: 0.14158035814762115 (0.19191527962684632) | > loss_disc_real_5: 0.17625565826892853 (0.2160335510969162) | > loss_0: 2.2180533409118652 (2.3012554168701174) | > loss_gen: 2.8180532455444336 (2.6660915851593017) | > loss_kl: 2.8582308292388916 (3.2127785682678223) | > loss_feat: 7.231232643127441 (6.569492053985596) | > loss_mel: 19.902923583984375 (18.588864517211913) | > loss_duration: 2.4078102111816406 (2.3724505424499513) | > loss_1: 35.2182502746582 (33.409677505493164)  --> STEP: 6 | > loss_disc: 2.217744827270508 (2.287336985270182) | > loss_disc_real_0: 0.0810592919588089 (0.11586839084823926) | > loss_disc_real_1: 0.14417465031147003 (0.22170445819695792) | > loss_disc_real_2: 0.2816297113895416 (0.3037120799223582) | > loss_disc_real_3: 0.25332650542259216 (0.2554386556148529) | > loss_disc_real_4: 0.20017766952514648 (0.19329234460989633) | > loss_disc_real_5: 0.21436798572540283 (0.21575595686833063) | > loss_0: 2.217744827270508 (2.287336985270182) | > loss_gen: 2.555940866470337 (2.647733132044474) | > loss_kl: 2.9344215393066406 (3.1663857301076255) | > loss_feat: 6.044909954071045 (6.482061703999837) | > loss_mel: 19.193843841552734 (18.68969440460205) | > loss_duration: 2.1583189964294434 (2.336761951446533) | > loss_1: 32.88743591308594 (33.32263724009196)  --> STEP: 7 | > loss_disc: 2.318826675415039 (2.291835512433733) | > loss_disc_real_0: 0.08101950585842133 (0.1108899787068367) | > loss_disc_real_1: 0.25687140226364136 (0.22672830734934127) | > loss_disc_real_2: 0.297462522983551 (0.3028192860739572) | > loss_disc_real_3: 0.2735600471496582 (0.2580274258341108) | > loss_disc_real_4: 0.216180682182312 (0.19656210712024144) | > loss_disc_real_5: 0.2205498069524765 (0.2164407925946372) | > loss_0: 2.318826675415039 (2.291835512433733) | > loss_gen: 2.7763545513153076 (2.666107620511736) | > loss_kl: 4.219237804412842 (3.3167931692940846) | > loss_feat: 7.310635566711426 (6.600429398672921) | > loss_mel: 18.066425323486328 (18.600655964442662) | > loss_duration: 2.465470790863037 (2.3551489285060336) | > loss_1: 34.8381233215332 (33.53913525172642)  --> STEP: 8 | > loss_disc: 2.248429536819458 (2.286409765481949) | > loss_disc_real_0: 0.13077908754348755 (0.11337611731141806) | > loss_disc_real_1: 0.23030243813991547 (0.22717507369816303) | > loss_disc_real_2: 0.23242920637130737 (0.29402052611112595) | > loss_disc_real_3: 0.2161557525396347 (0.2527934666723013) | > loss_disc_real_4: 0.12722627818584442 (0.1878951285034418) | > loss_disc_real_5: 0.1507042795419693 (0.2082237284630537) | > loss_0: 2.248429536819458 (2.286409765481949) | > loss_gen: 2.3230621814727783 (2.6232269406318665) | > loss_kl: 3.2307772636413574 (3.306041181087494) | > loss_feat: 9.514084815979004 (6.964636325836182) | > loss_mel: 19.55866050720215 (18.720406532287598) | > loss_duration: 2.2819769382476807 (2.3460024297237396) | > loss_1: 36.90856170654297 (33.96031355857849)  --> STEP: 9 | > loss_disc: 2.7147974967956543 (2.334008402294583) | > loss_disc_real_0: 0.34456580877304077 (0.1390638608071539) | > loss_disc_real_1: 0.2655312418937683 (0.2314368701643414) | > loss_disc_real_2: 0.23680932819843292 (0.28766372634304893) | > loss_disc_real_3: 0.2951360046863556 (0.25749819311830735) | > loss_disc_real_4: 0.23665980994701385 (0.19331342644161648) | > loss_disc_real_5: 0.31426355242729187 (0.22000593112574685) | > loss_0: 2.7147974967956543 (2.334008402294583) | > loss_gen: 2.5244140625 (2.612247731950548) | > loss_kl: 3.056307315826416 (3.278292973836263) | > loss_feat: 9.11194896697998 (7.203226619296604) | > loss_mel: 18.627729415893555 (18.71010907491048) | > loss_duration: 2.1685073375701904 (2.3262807528177896) | > loss_1: 35.48890686035156 (34.1301572587755)  --> STEP: 10 | > loss_disc: 2.341007709503174 (2.334708333015442) | > loss_disc_real_0: 0.1968395709991455 (0.14484143182635306) | > loss_disc_real_1: 0.25144264101982117 (0.23343744724988938) | > loss_disc_real_2: 0.27348098158836365 (0.28624545186758044) | > loss_disc_real_3: 0.20703688263893127 (0.25245206207036974) | > loss_disc_real_4: 0.17070211470127106 (0.19105229526758194) | > loss_disc_real_5: 0.21153254806995392 (0.21915859282016753) | > loss_0: 2.341007709503174 (2.334708333015442) | > loss_gen: 2.372692584991455 (2.5882922172546388) | > loss_kl: 2.7484569549560547 (3.225309371948242) | > loss_feat: 5.616333961486816 (7.044537353515625) | > loss_mel: 14.535330772399902 (18.292631244659425) | > loss_duration: 2.3538248538970947 (2.32903516292572) | > loss_1: 27.626638412475586 (33.479805374145506)  --> STEP: 11 | > loss_disc: 2.446262836456299 (2.3448496515100654) | > loss_disc_real_0: 0.15212717652320862 (0.14550377225333994) | > loss_disc_real_1: 0.2019035965204239 (0.2305707335472107) | > loss_disc_real_2: 0.26281747221946716 (0.2841156355359338) | > loss_disc_real_3: 0.2638081908226013 (0.2534844374114817) | > loss_disc_real_4: 0.23944734036922455 (0.19545184482227673) | > loss_disc_real_5: 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(3.273544708887736) | > loss_feat: 7.002633094787598 (6.847969690958659) | > loss_mel: 17.401906967163086 (18.115142901738484) | > loss_duration: 2.2591419219970703 (2.3352180123329167) | > loss_1: 32.66114807128906 (33.13581530253093)  --> STEP: 13 | > loss_disc: 2.4353315830230713 (2.361840541546161) | > loss_disc_real_0: 0.10509689152240753 (0.14224604746470085) | > loss_disc_real_1: 0.21560460329055786 (0.22772775017298186) | > loss_disc_real_2: 0.33465954661369324 (0.28774649936419266) | > loss_disc_real_3: 0.25809377431869507 (0.2560758854334171) | > loss_disc_real_4: 0.20719917118549347 (0.2009476778598932) | > loss_disc_real_5: 0.240386500954628 (0.22852833110552567) | > loss_0: 2.4353315830230713 (2.361840541546161) | > loss_gen: 2.451478958129883 (2.5552890667548547) | > loss_kl: 3.18788743019104 (3.2669556874495287) | > loss_feat: 7.690253257751465 (6.9127607345581055) | > loss_mel: 17.24935531616211 (18.04854385669415) | > loss_duration: 2.302112340927124 (2.332671422224779) | > loss_1: 32.88108444213867 (33.116220620962295)  --> STEP: 14 | > loss_disc: 2.329948902130127 (2.359562567302159) | > loss_disc_real_0: 0.1651955246925354 (0.1438852958381176) | > loss_disc_real_1: 0.1463267207145691 (0.22191339092595236) | > loss_disc_real_2: 0.21011772751808167 (0.28220158708947046) | > loss_disc_real_3: 0.2746973931789398 (0.2574059931295259) | > loss_disc_real_4: 0.20365485548973083 (0.2011410476905959) | > loss_disc_real_5: 0.20091211795806885 (0.22655574445213592) | > loss_0: 2.329948902130127 (2.359562567302159) | > loss_gen: 2.3688745498657227 (2.541973744119917) | > loss_kl: 4.261906147003174 (3.3380235774176463) | > loss_feat: 7.231508731842041 (6.935528448649815) | > loss_mel: 19.458209991455078 (18.149234294891357) | > loss_duration: 2.3829941749572754 (2.3362659045628145) | > loss_1: 35.703495025634766 (33.301025935581755)  --> STEP: 15 | > loss_disc: 2.5421953201293945 (2.371738084157308) | > loss_disc_real_0: 0.25315481424331665 (0.15116993039846421) | > loss_disc_real_1: 0.21547026932239532 (0.22148384948571523) | > loss_disc_real_2: 0.2905263900756836 (0.28275657395521797) | > loss_disc_real_3: 0.2574869394302368 (0.25741138954957327) | > loss_disc_real_4: 0.17759566009044647 (0.19957135518391927) | > loss_disc_real_5: 0.2588689625263214 (0.22870995899041494) | > loss_0: 2.5421953201293945 (2.371738084157308) | > loss_gen: 2.6295604705810547 (2.5478128592173257) | > loss_kl: 4.115243911743164 (3.3898382663726805) | > loss_feat: 9.259332656860352 (7.090448729197184) | > loss_mel: 16.77361297607422 (18.057526206970216) | > loss_duration: 2.3436577320098877 (2.336758693059286) | > loss_1: 35.12140655517578 (33.42238464355469)  --> STEP: 16 | > loss_disc: 2.3155674934387207 (2.3682274222373962) | > loss_disc_real_0: 0.14208771288394928 (0.15060229180380702) | > loss_disc_real_1: 0.2848820090293884 (0.2254462344571948) | > loss_disc_real_2: 0.27518412470817566 (0.28228329587727785) | > loss_disc_real_3: 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(7.357177019119263) | > loss_mel: 19.963781356811523 (18.13774241341485) | > loss_duration: 2.2309556007385254 (2.339299639066061) | > loss_1: 35.825889587402344 (33.632484647962784)  --> STEP: 19 | > loss_disc: 2.590294361114502 (2.3794017967424894) | > loss_disc_real_0: 0.17378363013267517 (0.1509885972267703) | > loss_disc_real_1: 0.3129921555519104 (0.2282618268540031) | > loss_disc_real_2: 0.3027985692024231 (0.28298070320957586) | > loss_disc_real_3: 0.2886494994163513 (0.2565041874584399) | > loss_disc_real_4: 0.21940502524375916 (0.1990670930398138) | > loss_disc_real_5: 0.24456539750099182 (0.23353135821066404) | > loss_0: 2.590294361114502 (2.3794017967424894) | > loss_gen: 2.5325002670288086 (2.555655504527845) | > loss_kl: 2.188142776489258 (3.1858929583900855) | > loss_feat: 6.1489129066467285 (7.293584171094392) | > loss_mel: 16.528650283813477 (18.053053353962145) | > loss_duration: 2.313081979751587 (2.3379197622600363) | > loss_1: 29.711286544799805 (33.42610580042789)  --> STEP: 20 | > loss_disc: 2.6204330921173096 (2.3914533615112306) | > loss_disc_real_0: 0.18770954012870789 (0.15282464437186719) | > loss_disc_real_1: 0.19125239551067352 (0.22641135528683662) | > loss_disc_real_2: 0.3212529420852661 (0.2848943151533604) | > loss_disc_real_3: 0.30635878443717957 (0.25899691730737684) | > loss_disc_real_4: 0.24986423552036285 (0.20160695016384125) | > loss_disc_real_5: 0.2592797875404358 (0.23481877967715264) | > loss_0: 2.6204330921173096 (2.3914533615112306) | > loss_gen: 2.190467119216919 (2.5373960852622988) | > loss_kl: 2.2523534297943115 (3.1392159819602967) | > loss_feat: 5.444013595581055 (7.201105642318725) | > loss_mel: 15.601608276367188 (17.930481100082396) | > loss_duration: 2.3104584217071533 (2.336546695232392) | > loss_1: 27.79890251159668 (33.144745635986325)  --> STEP: 21 | > loss_disc: 2.5829405784606934 (2.400571800413586) | > loss_disc_real_0: 0.12521842122077942 (0.15151006231705347) | > loss_disc_real_1: 0.28325191140174866 (0.22911804843516576) | > loss_disc_real_2: 0.37992870807647705 (0.28941976243541356) | > loss_disc_real_3: 0.24467156827449799 (0.2583147578296207) | > loss_disc_real_4: 0.22362199425697327 (0.20265528559684753) | > loss_disc_real_5: 0.3354313373565674 (0.23960985385236286) | > loss_0: 2.5829405784606934 (2.400571800413586) | > loss_gen: 2.507817029953003 (2.5359875588189986) | > loss_kl: 2.5880048274993896 (3.1129678317478726) | > loss_feat: 5.694374084472656 (7.129356520516532) | > loss_mel: 17.475936889648438 (17.90883613768078) | > loss_duration: 2.1898815631866455 (2.3295626413254515) | > loss_1: 30.45601463317871 (33.016710826328826)  --> STEP: 22 | > loss_disc: 2.478668212890625 (2.4041216373443604) | > loss_disc_real_0: 0.08408422768115997 (0.1484452516517856) | > loss_disc_real_1: 0.2066604495048523 (0.22809724848378787) | > loss_disc_real_2: 0.40734854340553284 (0.294780161570419) | > loss_disc_real_3: 0.20082812011241913 (0.2557017288424752) | > loss_disc_real_4: 0.14195655286312103 (0.19989625229076904) | > loss_disc_real_5: 0.27311500906944275 (0.24113281545313922) | > loss_0: 2.478668212890625 (2.4041216373443604) | > loss_gen: 2.6214849948883057 (2.539873805913058) | > loss_kl: 2.542093276977539 (3.087018988349221) | > loss_feat: 9.632744789123535 (7.243146896362305) | > loss_mel: 19.73801612854004 (17.991980682719838) | > loss_duration: 2.2016348838806152 (2.323747743259777) | > loss_1: 36.7359733581543 (33.185768214139074)  --> STEP: 23 | > loss_disc: 2.407667875289917 (2.404275821602863) | > loss_disc_real_0: 0.18624863028526306 (0.15008887680976288) | > loss_disc_real_1: 0.2310861349105835 (0.22822720006756161) | > loss_disc_real_2: 0.42930498719215393 (0.3006290670322335) | > loss_disc_real_3: 0.27248644828796387 (0.2564314992531486) | > loss_disc_real_4: 0.17545413970947266 (0.19883355174375617) | > loss_disc_real_5: 0.19624373316764832 (0.23918111622333527) | > loss_0: 2.407667875289917 (2.404275821602863) | > loss_gen: 2.7267704010009766 (2.5479997448299243) | > loss_kl: 2.5953474044799805 (3.065641962963602) | > loss_feat: 8.031778335571289 (7.277435219806174) | > loss_mel: 17.800853729248047 (17.983670815177586) | > loss_duration: 2.2595832347869873 (2.3209579820218296) | > loss_1: 33.41433334350586 (33.19570582845937)  --> STEP: 24 | > loss_disc: 2.487856864929199 (2.4077583650747933) | > loss_disc_real_0: 0.1079130545258522 (0.1483315508812666) | > loss_disc_real_1: 0.271392822265625 (0.2300257676591476) | > loss_disc_real_2: 0.21192513406276703 (0.2969330698251724) | > loss_disc_real_3: 0.24576564133167267 (0.25598708850642043) | > loss_disc_real_4: 0.22598303854465485 (0.19996478036046028) | > loss_disc_real_5: 0.24501298367977142 (0.23942411070068678) | > loss_0: 2.487856864929199 (2.4077583650747933) | > loss_gen: 2.1754043102264404 (2.532474935054779) | > loss_kl: 2.7211270332336426 (3.0512871742248535) | > loss_feat: 4.746878147125244 (7.1719953417778015) | > loss_mel: 15.011032104492188 (17.85981086889903) | > loss_duration: 2.400819778442383 (2.324285556872686) | > loss_1: 27.055261611938477 (32.93985398610433)  --> STEP: 25 | > loss_disc: 2.6716136932373047 (2.4183125782012937) | > loss_disc_real_0: 0.20675906538963318 (0.15066865146160124) | > loss_disc_real_1: 0.30555596947669983 (0.23304697573184968) | > loss_disc_real_2: 0.30138611793518066 (0.29711119174957273) | > loss_disc_real_3: 0.27663883566856384 (0.2568131583929062) | > loss_disc_real_4: 0.1841941922903061 (0.19933395683765412) | > loss_disc_real_5: 0.2774529457092285 (0.24094526410102846) | > loss_0: 2.6716136932373047 (2.4183125782012937) | > loss_gen: 2.455056667327881 (2.529378204345703) | > loss_kl: 2.8033108711242676 (3.04136812210083) | > loss_feat: 6.477935791015625 (7.144232959747314) | > loss_mel: 16.40260887145996 (17.801522789001464) | > loss_duration: 2.411846876144409 (2.327788009643555) | > loss_1: 30.550758361816406 (32.84429016113281)  --> STEP: 26 | > loss_disc: 2.9334871768951416 (2.4381269858433647) | > loss_disc_real_0: 0.19678440690040588 (0.15244233436309373) | > loss_disc_real_1: 0.20831532776355743 (0.23209575850229996) | > loss_disc_real_2: 0.26242712140083313 (0.295777189043852) | > loss_disc_real_3: 0.25940296053886414 (0.2569127661677507) | > loss_disc_real_4: 0.21297359466552734 (0.19985855829257232) | > loss_disc_real_5: 0.18389040231704712 (0.23875084634010607) | > loss_0: 2.9334871768951416 (2.4381269858433647) | > loss_gen: 1.6549780368804932 (2.4957474286739645) | > loss_kl: 2.266772508621216 (3.011575983120845) | > loss_feat: 5.151712894439697 (7.067597572620098) | > loss_mel: 9.492881774902344 (17.481959673074574) | > loss_duration: 2.3003993034362793 (2.3267345978663516) | > loss_1: 20.866744995117188 (32.38361534705529) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024604155467106746 (-7.818295405461221e-05) | > avg_loss_disc: 2.4381269858433647 (-0.007144781259389887) | > avg_loss_disc_real_0: 0.15244233436309373 (+0.025784836365626396) | > avg_loss_disc_real_1: 0.23209575850229996 (+0.0488956541969226) | > avg_loss_disc_real_2: 0.295777189043852 (+0.08516763781125727) | > avg_loss_disc_real_3: 0.2569127661677507 (+0.02352703649264115) | > avg_loss_disc_real_4: 0.19985855829257232 (-0.018314284773973316) | > avg_loss_disc_real_5: 0.23875084634010607 (+0.02514907488456139) | > avg_loss_0: 2.4381269858433647 (-0.007144781259389887) | > avg_loss_gen: 2.4957474286739645 (+0.3364967887218189) | > avg_loss_kl: 3.011575983120845 (+0.10895930803739118) | > avg_loss_feat: 7.067597572620098 (+0.07136673193711474) | > avg_loss_mel: 17.481959673074574 (-0.1375198364257848) | > avg_loss_duration: 2.3267345978663516 (-0.013396125573378548) | > avg_loss_1: 32.38361534705529 (+0.3659069354717559)  > EPOCH: 619/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:30:01)   --> TIME: 2024-06-11 18:30:04 -- STEP: 4/330 -- GLOBAL_STEP: 292275 | > loss_disc: 2.257331609725952 (2.3060721158981323) | > loss_disc_real_0: 0.07838945090770721 (0.10175604373216629) | > loss_disc_real_1: 0.2079889178276062 (0.1809326596558094) | > loss_disc_real_2: 0.182872012257576 (0.22106370702385902) | > loss_disc_real_3: 0.20497001707553864 (0.23120702803134918) | > loss_disc_real_4: 0.20023003220558167 (0.20503896474838257) | > loss_disc_real_5: 0.20940226316452026 (0.22732774540781975) | > loss_0: 2.257331609725952 (2.3060721158981323) | > grad_norm_0: tensor(6.4154, device='cuda:0') (tensor(6.4226, device='cuda:0')) | > loss_gen: 2.43845272064209 (2.433725893497467) | > loss_kl: 1.8602474927902222 (2.04478457570076) | > loss_feat: 6.199340343475342 (6.526139855384827) | > loss_mel: 17.465551376342773 (17.654048919677734) | > loss_duration: 2.211304187774658 (2.199359118938446) | > loss_1: 30.174896240234375 (30.8580584526062) | > grad_norm_1: tensor(125.5458, device='cuda:0') (tensor(100.0233, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3583 (0.386131227016449) | > loader_time: 0.0035 (0.003660917282104492)  --> TIME: 2024-06-11 18:30:13 -- STEP: 29/330 -- GLOBAL_STEP: 292300 | > loss_disc: 2.370042562484741 (2.3275481914651808) | > loss_disc_real_0: 0.10181982815265656 (0.10183256170872984) | > loss_disc_real_1: 0.2117479294538498 (0.19134372369996433) | > loss_disc_real_2: 0.22249746322631836 (0.21241232752799988) | > loss_disc_real_3: 0.22550059854984283 (0.22738957918923478) | > loss_disc_real_4: 0.23774318397045135 (0.22813252539470277) | > loss_disc_real_5: 0.20552673935890198 (0.21906342228938794) | > loss_0: 2.370042562484741 (2.3275481914651808) | > grad_norm_0: tensor(9.6306, device='cuda:0') (tensor(7.4681, device='cuda:0')) | > loss_gen: 2.5141327381134033 (2.4851814385118156) | > loss_kl: 1.7807918787002563 (1.9028376710825954) | > loss_feat: 7.022808074951172 (7.010142868962781) | > loss_mel: 17.153392791748047 (17.72896891626818) | > loss_duration: 1.9798743724822998 (2.039707866208307) | > loss_1: 30.451000213623047 (31.166838876132307) | > grad_norm_1: tensor(117.4411, device='cuda:0') (tensor(78.9952, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3445 (0.3621498962928509) | > loader_time: 0.0031 (0.0033606578563821726)  --> TIME: 2024-06-11 18:30:23 -- STEP: 54/330 -- GLOBAL_STEP: 292325 | > loss_disc: 2.312927722930908 (2.3290795131965933) | > loss_disc_real_0: 0.09427186846733093 (0.10250483218718458) | > loss_disc_real_1: 0.2189377248287201 (0.19343571061337436) | > loss_disc_real_2: 0.17463035881519318 (0.21160123414463466) | > loss_disc_real_3: 0.2049434930086136 (0.22766285831177677) | > loss_disc_real_4: 0.21585027873516083 (0.2303273509497996) | > loss_disc_real_5: 0.20708797872066498 (0.21877904843401025) | > loss_0: 2.312927722930908 (2.3290795131965933) | > grad_norm_0: tensor(9.9408, device='cuda:0') (tensor(8.5393, device='cuda:0')) | > loss_gen: 2.4584527015686035 (2.4885683986875744) | > loss_kl: 2.023561954498291 (1.9053286225707442) | > loss_feat: 7.225713729858398 (7.048961206718728) | > loss_mel: 18.02649688720703 (17.69638450057418) | > loss_duration: 1.9737401008605957 (2.0139366851912603) | > loss_1: 31.707963943481445 (31.15317945127134) | > grad_norm_1: tensor(90.7143, device='cuda:0') (tensor(98.4771, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3693 (0.36668433524944166) | > loader_time: 0.0033 (0.0034672728291264285)  --> TIME: 2024-06-11 18:30:32 -- STEP: 79/330 -- GLOBAL_STEP: 292350 | > loss_disc: 2.3433451652526855 (2.3256655282612093) | > loss_disc_real_0: 0.11997221410274506 (0.10404094799032694) | > loss_disc_real_1: 0.2417709231376648 (0.19379157148584536) | > loss_disc_real_2: 0.19085922837257385 (0.21100464783891848) | > loss_disc_real_3: 0.24296721816062927 (0.2283513934551915) | > loss_disc_real_4: 0.2118827849626541 (0.2306116642076758) | > loss_disc_real_5: 0.22694362699985504 (0.21942525988892664) | > loss_0: 2.3433451652526855 (2.3256655282612093) | > grad_norm_0: tensor(8.0447, device='cuda:0') (tensor(9.4674, device='cuda:0')) | > loss_gen: 2.4976515769958496 (2.494972998582864) | > loss_kl: 1.9644124507904053 (1.9241210508950148) | > loss_feat: 6.4402995109558105 (7.090378882009772) | > loss_mel: 16.710384368896484 (17.669089305249948) | > loss_duration: 1.9490344524383545 (2.0049207482156883) | > loss_1: 29.561782836914062 (31.183482954773723) | > grad_norm_1: tensor(107.1275, device='cuda:0') (tensor(109.6475, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3885 (0.368151462530788) | > loader_time: 0.0036 (0.0035184697259830525)  --> TIME: 2024-06-11 18:30:41 -- STEP: 104/330 -- GLOBAL_STEP: 292375 | > loss_disc: 2.4078545570373535 (2.3343428717209753) | > loss_disc_real_0: 0.13512194156646729 (0.10618580225855112) | > loss_disc_real_1: 0.2483970671892166 (0.19447008506036723) | > loss_disc_real_2: 0.20781338214874268 (0.21178831332004988) | > loss_disc_real_3: 0.22270821034908295 (0.22852504726212758) | > loss_disc_real_4: 0.21204304695129395 (0.2293877160319915) | > loss_disc_real_5: 0.20875534415245056 (0.22001002170145512) | > loss_0: 2.4078545570373535 (2.3343428717209753) | > grad_norm_0: tensor(7.5256, device='cuda:0') (tensor(9.4626, device='cuda:0')) | > loss_gen: 2.5538628101348877 (2.4915953393165893) | > loss_kl: 1.8886914253234863 (1.9413163661956787) | > loss_feat: 7.164636611938477 (7.067921079122103) | > loss_mel: 17.749849319458008 (17.643295049667355) | > loss_duration: 2.0400538444519043 (2.005867953483875) | > loss_1: 31.3970947265625 (31.14999584051279) | > grad_norm_1: tensor(139.7346, device='cuda:0') (tensor(110.6175, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.386 (0.3685869757945721) | > loader_time: 0.0037 (0.0035716891288757324)  --> TIME: 2024-06-11 18:30:51 -- STEP: 129/330 -- GLOBAL_STEP: 292400 | > loss_disc: 2.4107513427734375 (2.341420994248502) | > loss_disc_real_0: 0.13178327679634094 (0.1073041084085324) | > loss_disc_real_1: 0.20712679624557495 (0.19515930970971898) | > loss_disc_real_2: 0.22537772357463837 (0.21236179907654607) | > loss_disc_real_3: 0.2231793850660324 (0.22931169735830884) | > loss_disc_real_4: 0.2543584108352661 (0.23005514424438625) | > loss_disc_real_5: 0.22844012081623077 (0.22051143796406975) | > loss_0: 2.4107513427734375 (2.341420994248502) | > grad_norm_0: tensor(12.3830, device='cuda:0') (tensor(9.3063, device='cuda:0')) | > loss_gen: 2.3621535301208496 (2.486091329145802) | > loss_kl: 2.047598123550415 (1.9534105117930922) | > loss_feat: 6.669127941131592 (7.039894569751828) | > loss_mel: 17.788848876953125 (17.613491871560264) | > loss_duration: 1.995091438293457 (2.0079844071883564) | > loss_1: 30.86281967163086 (31.100872719934745) | > grad_norm_1: tensor(112.1112, device='cuda:0') (tensor(104.8624, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3966 (0.36980581283569336) | > loader_time: 0.0049 (0.0036526299262231634)  --> TIME: 2024-06-11 18:31:01 -- STEP: 154/330 -- GLOBAL_STEP: 292425 | > loss_disc: 2.3560805320739746 (2.347430462961074) | > loss_disc_real_0: 0.1269059181213379 (0.10913295352033205) | > loss_disc_real_1: 0.19535326957702637 (0.19524251601912762) | > loss_disc_real_2: 0.20057839155197144 (0.21208624203096732) | > loss_disc_real_3: 0.23579752445220947 (0.2295157905522879) | > loss_disc_real_4: 0.2429763227701187 (0.2308489645456339) | > loss_disc_real_5: 0.21059700846672058 (0.2218253219669515) | > loss_0: 2.3560805320739746 (2.347430462961074) | > grad_norm_0: tensor(15.1571, device='cuda:0') (tensor(10.2352, device='cuda:0')) | > loss_gen: 2.461327314376831 (2.4803189225011066) | > loss_kl: 2.2234504222869873 (1.959605757292215) | > loss_feat: 6.538521766662598 (7.004170519965036) | > loss_mel: 17.51947784423828 (17.625293570679506) | > loss_duration: 2.0140256881713867 (2.0105725859666794) | > loss_1: 30.75680160522461 (31.07996131847431) | > grad_norm_1: tensor(160.9374, device='cuda:0') (tensor(117.7098, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3784 (0.3720377977792318) | > loader_time: 0.0045 (0.003760398208320915)  --> TIME: 2024-06-11 18:31:11 -- STEP: 179/330 -- GLOBAL_STEP: 292450 | > loss_disc: 2.4237918853759766 (2.353401575674559) | > loss_disc_real_0: 0.10025875270366669 (0.11086062008941638) | > loss_disc_real_1: 0.1894763559103012 (0.1957361679836359) | > loss_disc_real_2: 0.2106211632490158 (0.21211007778538002) | > loss_disc_real_3: 0.2320111244916916 (0.22988642594001812) | > loss_disc_real_4: 0.2287171185016632 (0.2313216922169957) | > loss_disc_real_5: 0.218245267868042 (0.22213185424578252) | > loss_0: 2.4237918853759766 (2.353401575674559) | > grad_norm_0: tensor(8.4945, device='cuda:0') (tensor(10.0854, device='cuda:0')) | > loss_gen: 2.363649368286133 (2.4754102003640988) | > loss_kl: 2.036259889602661 (1.9656552262812352) | > loss_feat: 7.391247272491455 (6.993716612874462) | > loss_mel: 17.321136474609375 (17.567712794469067) | > loss_duration: 2.0779123306274414 (2.017083080121259) | > loss_1: 31.190204620361328 (31.019577868157924) | > grad_norm_1: tensor(74.4868, device='cuda:0') (tensor(114.2913, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.3873 (0.375591621718593) | > loader_time: 0.0044 (0.0038735653435051772)  --> TIME: 2024-06-11 18:31:21 -- STEP: 204/330 -- GLOBAL_STEP: 292475 | > loss_disc: 2.3391616344451904 (2.3579328539324758) | > loss_disc_real_0: 0.14738929271697998 (0.11293787735642169) | > loss_disc_real_1: 0.16647249460220337 (0.1966004753667935) | > loss_disc_real_2: 0.1900051236152649 (0.21225958741178697) | > loss_disc_real_3: 0.22196325659751892 (0.2299465873808253) | > loss_disc_real_4: 0.20148904621601105 (0.23086920103021696) | > loss_disc_real_5: 0.22747015953063965 (0.22230239826090192) | > loss_0: 2.3391616344451904 (2.3579328539324758) | > grad_norm_0: tensor(46.3185, device='cuda:0') (tensor(11.3696, device='cuda:0')) | > loss_gen: 2.456930637359619 (2.471708946368276) | > loss_kl: 2.1362144947052 (1.9750948641814439) | > loss_feat: 7.737978458404541 (6.974030417554519) | > loss_mel: 18.188343048095703 (17.54556998084573) | > loss_duration: 2.0280356407165527 (2.0250611877908895) | > loss_1: 32.54750061035156 (30.99146529739978) | > grad_norm_1: tensor(505.1485, device='cuda:0') (tensor(130.1121, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.413 (0.3785643659385979) | > loader_time: 0.0048 (0.004011962928023993)  --> TIME: 2024-06-11 18:31:32 -- STEP: 229/330 -- GLOBAL_STEP: 292500 | > loss_disc: 2.2752597332000732 (2.3606776160444243) | > loss_disc_real_0: 0.07875916361808777 (0.11366220828812715) | > loss_disc_real_1: 0.22158801555633545 (0.19721509913169666) | > loss_disc_real_2: 0.2076341062784195 (0.212416400685581) | > loss_disc_real_3: 0.22771136462688446 (0.23013496997575053) | > loss_disc_real_4: 0.1934300661087036 (0.2308989981246307) | > loss_disc_real_5: 0.1917918473482132 (0.22210238704775095) | > loss_0: 2.2752597332000732 (2.3606776160444243) | > grad_norm_0: tensor(19.0565, device='cuda:0') (tensor(14.0021, device='cuda:0')) | > loss_gen: 2.6651251316070557 (2.47545365475151) | > loss_kl: 2.1936287879943848 (1.9809848054527717) | > loss_feat: 7.50606632232666 (6.989956360196443) | > loss_mel: 17.863147735595703 (17.524891665929257) | > loss_duration: 2.1301112174987793 (2.0332524484942573) | > loss_1: 32.35807800292969 (31.004538848410526) | > grad_norm_1: tensor(175.9896, device='cuda:0') (tensor(154.6151, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.4197 (0.3823321469486019) | > loader_time: 0.0054 (0.004168013818399353) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_292500.pth  --> TIME: 2024-06-11 18:31:47 -- STEP: 254/330 -- GLOBAL_STEP: 292525 | > loss_disc: 2.2961504459381104 (2.362375376731393) | > loss_disc_real_0: 0.0689701959490776 (0.11517087254291912) | > loss_disc_real_1: 0.1994866579771042 (0.19731114936743202) | > loss_disc_real_2: 0.21075621247291565 (0.21262421194962627) | > loss_disc_real_3: 0.2380898892879486 (0.23015200352574897) | > loss_disc_real_4: 0.2799748182296753 (0.23073458677436423) | > loss_disc_real_5: 0.23444415628910065 (0.22202687123863712) | > loss_0: 2.2961504459381104 (2.362375376731393) | > grad_norm_0: tensor(45.7083, device='cuda:0') (tensor(16.4752, device='cuda:0')) | > loss_gen: 2.5188753604888916 (2.4805253424982414) | > loss_kl: 2.0313844680786133 (1.9826854570644108) | > loss_feat: 6.982690811157227 (6.998823184666671) | > loss_mel: 16.881982803344727 (17.483687032864776) | > loss_duration: 2.0633037090301514 (2.0404843805343145) | > loss_1: 30.478235244750977 (30.986205318781334) | > grad_norm_1: tensor(476.7635, device='cuda:0') (tensor(178.5271, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.4212 (0.38698754817482045) | > loader_time: 0.0062 (0.004336450043625717)  --> TIME: 2024-06-11 18:31:58 -- STEP: 279/330 -- GLOBAL_STEP: 292550 | > loss_disc: 2.327399969100952 (2.3641604522650397) | > loss_disc_real_0: 0.10901840776205063 (0.11596710567352592) | > loss_disc_real_1: 0.19852706789970398 (0.19756863533275534) | > loss_disc_real_2: 0.18924324214458466 (0.21253436109498408) | > loss_disc_real_3: 0.2283075451850891 (0.2297521197240412) | > loss_disc_real_4: 0.22637714445590973 (0.23085932957015157) | > loss_disc_real_5: 0.193796768784523 (0.2223195103547906) | > loss_0: 2.327399969100952 (2.3641604522650397) | > grad_norm_0: tensor(37.6490, device='cuda:0') (tensor(17.8102, device='cuda:0')) | > loss_gen: 2.570648670196533 (2.4793467983122826) | > loss_kl: 1.9407519102096558 (1.9905454651001961) | > loss_feat: 7.749412536621094 (6.998747743586058) | > loss_mel: 16.47926902770996 (17.431202423615254) | > loss_duration: 2.1386728286743164 (2.0496606416599725) | > loss_1: 30.878753662109375 (30.949502979128166) | > grad_norm_1: tensor(461.5766, device='cuda:0') (tensor(194.2532, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.4333 (0.39119788053642457) | > loader_time: 0.0058 (0.004483054615690716)  --> TIME: 2024-06-11 18:32:10 -- STEP: 304/330 -- GLOBAL_STEP: 292575 | > loss_disc: 2.370105504989624 (2.3673566971954556) | > loss_disc_real_0: 0.1252724528312683 (0.11671511482104267) | > loss_disc_real_1: 0.17377981543540955 (0.19774299063474726) | > loss_disc_real_2: 0.19280652701854706 (0.21279989408427163) | > loss_disc_real_3: 0.21417666971683502 (0.23005574142658392) | > loss_disc_real_4: 0.26118576526641846 (0.23115835848607516) | > loss_disc_real_5: 0.2695523202419281 (0.22284309345444567) | > loss_0: 2.370105504989624 (2.3673566971954556) | > grad_norm_0: tensor(19.1783, device='cuda:0') (tensor(18.7465, device='cuda:0')) | > loss_gen: 2.379424571990967 (2.473108250843854) | > loss_kl: 2.0436506271362305 (1.995229175608409) | > loss_feat: 7.449659824371338 (7.005489038793662) | > loss_mel: 16.11724281311035 (17.38495865934772) | > loss_duration: 2.2116990089416504 (2.0603203177452087) | > loss_1: 30.201677322387695 (30.919105398027522) | > grad_norm_1: tensor(459.4700, device='cuda:0') (tensor(208.5120, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 0.4806 (0.3969396846859077) | > loader_time: 0.0072 (0.004660113077414663)  --> TIME: 2024-06-11 18:32:37 -- STEP: 329/330 -- GLOBAL_STEP: 292600 | > loss_disc: 2.4451305866241455 (2.3720408116430516) | > loss_disc_real_0: 0.21882081031799316 (0.11875583939141053) | > loss_disc_real_1: 0.1477074772119522 (0.1980924661353367) | > loss_disc_real_2: 0.21149195730686188 (0.21270427107810974) | > loss_disc_real_3: 0.20137453079223633 (0.23020025354025933) | > loss_disc_real_4: 0.17583994567394257 (0.23113901152255686) | > loss_disc_real_5: 0.13756974041461945 (0.22325848980515198) | > loss_0: 2.4451305866241455 (2.3720408116430516) | > grad_norm_0: tensor(7.8826, device='cuda:0') (tensor(19.5325, device='cuda:0')) | > loss_gen: 2.142820119857788 (2.4685777067051133) | > loss_kl: 2.1957385540008545 (2.0042383928067045) | > loss_feat: 11.083560943603516 (7.0963656706650555) | > loss_mel: 18.466564178466797 (17.35636589085078) | > loss_duration: 2.2953171730041504 (2.0748316835849847) | > loss_1: 36.18400192260742 (31.00037928410214) | > grad_norm_1: tensor(85.1896, device='cuda:0') (tensor(216.6483, device='cuda:0')) | > current_lr_0: 0.00018510764675519302 | > current_lr_1: 0.00018510764675519302 | > step_time: 12.9836 (0.44779102708068635) | > loader_time: 0.0334 (0.00511982230792292)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6975250244140625 (2.6975250244140625) | > loss_disc_real_0: 0.11206774413585663 (0.11206774413585663) | > loss_disc_real_1: 0.3063989281654358 (0.3063989281654358) | > loss_disc_real_2: 0.34504565596580505 (0.34504565596580505) | > loss_disc_real_3: 0.27304571866989136 (0.27304571866989136) | > loss_disc_real_4: 0.25767651200294495 (0.25767651200294495) | > loss_disc_real_5: 0.23828619718551636 (0.23828619718551636) | > loss_0: 2.6975250244140625 (2.6975250244140625) | > loss_gen: 2.2017219066619873 (2.2017219066619873) | > loss_kl: 1.796671986579895 (1.796671986579895) | > loss_feat: 5.293827533721924 (5.293827533721924) | > loss_mel: 15.07483959197998 (15.07483959197998) | > loss_duration: 3.1505398750305176 (3.1505398750305176) | > loss_1: 27.51759910583496 (27.51759910583496)  --> STEP: 1 | > loss_disc: 2.055460214614868 (2.055460214614868) | > loss_disc_real_0: 0.045126207172870636 (0.045126207172870636) | > loss_disc_real_1: 0.13713188469409943 (0.13713188469409943) | > loss_disc_real_2: 0.14750371873378754 (0.14750371873378754) | > loss_disc_real_3: 0.23525290191173553 (0.23525290191173553) | > loss_disc_real_4: 0.13772162795066833 (0.13772162795066833) | > loss_disc_real_5: 0.17749227583408356 (0.17749227583408356) | > loss_0: 2.055460214614868 (2.055460214614868) | > loss_gen: 2.188612937927246 (2.188612937927246) | > loss_kl: 2.70623779296875 (2.70623779296875) | > loss_feat: 7.400935649871826 (7.400935649871826) | > loss_mel: 19.68155860900879 (19.68155860900879) | > loss_duration: 2.3809103965759277 (2.3809103965759277) | > loss_1: 34.358253479003906 (34.358253479003906)  --> STEP: 2 | > loss_disc: 2.5162436962127686 (2.2858519554138184) | > loss_disc_real_0: 0.10199108719825745 (0.07355864718556404) | > loss_disc_real_1: 0.19326376914978027 (0.16519782692193985) | > loss_disc_real_2: 0.3270016610622406 (0.23725268989801407) | > loss_disc_real_3: 0.2716325521469116 (0.2534427270293236) | > loss_disc_real_4: 0.2585744261741638 (0.19814802706241608) | > loss_disc_real_5: 0.23864832520484924 (0.2080703005194664) | > loss_0: 2.5162436962127686 (2.2858519554138184) | > loss_gen: 2.317528009414673 (2.2530704736709595) | > loss_kl: 3.051682710647583 (2.8789602518081665) | > loss_feat: 5.219740390777588 (6.310338020324707) | > loss_mel: 17.949033737182617 (18.815296173095703) | > loss_duration: 2.4555649757385254 (2.4182376861572266) | > loss_1: 30.993549346923828 (32.67590141296387)  --> STEP: 3 | > loss_disc: 2.235642433166504 (2.269115447998047) | > loss_disc_real_0: 0.10526090860366821 (0.08412606765826543) | > loss_disc_real_1: 0.13206423819065094 (0.15415329734484354) | > loss_disc_real_2: 0.21271930634975433 (0.2290748953819275) | > loss_disc_real_3: 0.19219177961349487 (0.23302574455738068) | > loss_disc_real_4: 0.1978474259376526 (0.1980478266874949) | > loss_disc_real_5: 0.1738121658563614 (0.1966509222984314) | > loss_0: 2.235642433166504 (2.269115447998047) | > loss_gen: 2.0920772552490234 (2.199406067530314) | > loss_kl: 3.347531318664551 (3.0351506074269614) | > loss_feat: 5.748527526855469 (6.123067855834961) | > loss_mel: 15.876948356628418 (17.83584690093994) | > loss_duration: 2.3495516777038574 (2.3953423500061035) | > loss_1: 29.414636611938477 (31.588813145955402)  --> STEP: 4 | > loss_disc: 2.4974207878112793 (2.326191782951355) | > loss_disc_real_0: 0.07776115089654922 (0.08253483846783638) | > loss_disc_real_1: 0.19511732459068298 (0.1643943041563034) | > loss_disc_real_2: 0.21341149508953094 (0.22515904530882835) | > loss_disc_real_3: 0.2680831849575043 (0.24179010465741158) | > loss_disc_real_4: 0.24213984608650208 (0.2090708315372467) | > loss_disc_real_5: 0.2103222906589508 (0.20006876438856125) | > loss_0: 2.4974207878112793 (2.326191782951355) | > loss_gen: 2.0459330081939697 (2.161037802696228) | > loss_kl: 3.326328754425049 (3.107945144176483) | > loss_feat: 5.936766147613525 (6.076492428779602) | > loss_mel: 18.389331817626953 (17.974218130111694) | > loss_duration: 2.3728718757629395 (2.3897247314453125) | > loss_1: 32.071231842041016 (31.709417819976807)  --> STEP: 5 | > loss_disc: 2.310211658477783 (2.3229957580566407) | > loss_disc_real_0: 0.08201529085636139 (0.08243092894554138) | > loss_disc_real_1: 0.1501413732767105 (0.16154371798038483) | > loss_disc_real_2: 0.25855109095573425 (0.23183745443820952) | > loss_disc_real_3: 0.2685403525829315 (0.24714015424251556) | > loss_disc_real_4: 0.1965160071849823 (0.20655986666679382) | > loss_disc_real_5: 0.14984285831451416 (0.19002358317375184) | > loss_0: 2.310211658477783 (2.3229957580566407) | > loss_gen: 2.088228702545166 (2.146475982666016) | > loss_kl: 2.82669734954834 (3.0516955852508545) | > loss_feat: 5.6020121574401855 (5.981596374511719) | > loss_mel: 20.508941650390625 (18.48116283416748) | > loss_duration: 2.382587194442749 (2.3882972240447997) | > loss_1: 33.40846633911133 (32.04922752380371)  --> STEP: 6 | > loss_disc: 2.302098274230957 (2.3195128440856934) | > loss_disc_real_0: 0.10067498683929443 (0.08547160526116689) | > loss_disc_real_1: 0.16323740780353546 (0.1618259996175766) | > loss_disc_real_2: 0.2128245234489441 (0.22866863260666528) | > loss_disc_real_3: 0.24867874383926392 (0.24739658584197363) | > loss_disc_real_4: 0.14603742957115173 (0.19647279381752014) | > loss_disc_real_5: 0.15565301477909088 (0.184295155107975) | > loss_0: 2.302098274230957 (2.3195128440856934) | > loss_gen: 2.0768299102783203 (2.134868303934733) | > loss_kl: 2.9000227451324463 (3.026416778564453) | > loss_feat: 6.310540676116943 (6.036420424779256) | > loss_mel: 18.56743049621582 (18.495540777842205) | > loss_duration: 2.112156867980957 (2.3422738313674927) | > loss_1: 31.96697998046875 (32.03551959991455)  --> STEP: 7 | > loss_disc: 2.145714282989502 (2.294684478214809) | > loss_disc_real_0: 0.03581349179148674 (0.07837758905121259) | > loss_disc_real_1: 0.18337036669254303 (0.1649037663425718) | > loss_disc_real_2: 0.2516464293003082 (0.23195117499147141) | > loss_disc_real_3: 0.223421111702919 (0.24397151810782297) | > loss_disc_real_4: 0.19344134628772736 (0.1960397298846926) | > loss_disc_real_5: 0.16853784024715424 (0.18204411012785776) | > loss_0: 2.145714282989502 (2.294684478214809) | > loss_gen: 2.567890167236328 (2.1967285701206754) | > loss_kl: 3.890068292617798 (3.1497955662863597) | > loss_feat: 7.934051990509033 (6.307510648454938) | > loss_mel: 18.271711349487305 (18.463565145220077) | > loss_duration: 2.5458247661590576 (2.3713525363377164) | > loss_1: 35.20954895019531 (32.488952364240376)  --> STEP: 8 | > loss_disc: 2.0587196350097656 (2.2651888728141785) | > loss_disc_real_0: 0.14201869070529938 (0.08633272675797343) | > loss_disc_real_1: 0.1816675215959549 (0.1669992357492447) | > loss_disc_real_2: 0.19956114888191223 (0.22790242172777653) | > loss_disc_real_3: 0.20738765597343445 (0.2393985353410244) | > loss_disc_real_4: 0.15522649884223938 (0.19093807600438595) | > loss_disc_real_5: 0.11075153946876526 (0.1731325387954712) | > loss_0: 2.0587196350097656 (2.2651888728141785) | > loss_gen: 2.5803282260894775 (2.2446785271167755) | > loss_kl: 3.157531976699829 (3.150762617588043) | > loss_feat: 12.329742431640625 (7.060289621353149) | > loss_mel: 21.487525939941406 (18.84156024456024) | > loss_duration: 2.2180042266845703 (2.352183997631073) | > loss_1: 41.77313232421875 (33.64947485923767)  --> STEP: 9 | > loss_disc: 2.7044687271118164 (2.313997745513916) | > loss_disc_real_0: 0.12441746890544891 (0.0905643647743596) | > loss_disc_real_1: 0.18001750111579895 (0.16844570967886183) | > loss_disc_real_2: 0.20886734127998352 (0.22578741278913286) | > loss_disc_real_3: 0.19840160012245178 (0.23484332031673855) | > loss_disc_real_4: 0.21951624751091003 (0.19411342839399973) | > loss_disc_real_5: 0.18549731373786926 (0.17450640267795986) | > loss_0: 2.7044687271118164 (2.313997745513916) | > loss_gen: 1.7587624788284302 (2.1906878550847373) | > loss_kl: 3.0248966217041016 (3.136777506934272) | > loss_feat: 8.236236572265625 (7.190950393676758) | > loss_mel: 18.911380767822266 (18.849318080478245) | > loss_duration: 2.177125930786133 (2.3327331013149686) | > loss_1: 34.108402252197266 (33.700466791788735)  --> STEP: 10 | > loss_disc: 2.670987367630005 (2.349696707725525) | > loss_disc_real_0: 0.1414477378129959 (0.09565270207822323) | > loss_disc_real_1: 0.23799322545528412 (0.17540046125650405) | > loss_disc_real_2: 0.2590551972389221 (0.22911419123411178) | > loss_disc_real_3: 0.2635982930660248 (0.2377188175916672) | > loss_disc_real_4: 0.22198913991451263 (0.19690099954605103) | > loss_disc_real_5: 0.20441408455371857 (0.17749717086553574) | > loss_0: 2.670987367630005 (2.349696707725525) | > loss_gen: 2.0404350757598877 (2.175662577152252) | > loss_kl: 2.3910982608795166 (3.0622095823287965) | > loss_feat: 5.114048004150391 (6.983260154724121) | > loss_mel: 18.22960090637207 (18.787346363067627) | > loss_duration: 2.303459405899048 (2.3298057317733765) | > loss_1: 30.078641891479492 (33.33828430175781)  --> STEP: 11 | > loss_disc: 2.454317808151245 (2.3592077168551358) | > loss_disc_real_0: 0.07933814078569412 (0.09416956014253876) | > loss_disc_real_1: 0.09625411033630371 (0.16820533844557675) | > loss_disc_real_2: 0.18966460227966309 (0.22552786496552554) | > loss_disc_real_3: 0.18910911679267883 (0.23329975388266824) | > loss_disc_real_4: 0.2254202663898468 (0.19949366016821427) | > loss_disc_real_5: 0.2470434606075287 (0.18381956084208054) | > loss_0: 2.454317808151245 (2.3592077168551358) | > loss_gen: 1.88954496383667 (2.149651885032654) | > loss_kl: 3.1536905765533447 (3.07052603634921) | > loss_feat: 7.366371154785156 (7.018088427456942) | > loss_mel: 18.634782791137695 (18.773476947437633) | > loss_duration: 2.4962806701660156 (2.3449398170817983) | > loss_1: 33.540672302246094 (33.35668321089311)  --> STEP: 12 | > loss_disc: 2.5788731575012207 (2.3775131702423096) | > loss_disc_real_0: 0.07392369210720062 (0.09248240447292726) | > loss_disc_real_1: 0.2062545120716095 (0.17137610291441283) | > loss_disc_real_2: 0.25193721055984497 (0.22772864376505217) | > loss_disc_real_3: 0.24595172703266144 (0.234354084978501) | > loss_disc_real_4: 0.2633019983768463 (0.20481102168560028) | > loss_disc_real_5: 0.2091204822063446 (0.1859279709557692) | > loss_0: 2.5788731575012207 (2.3775131702423096) | > loss_gen: 1.9590542316436768 (2.133768747250239) | > loss_kl: 2.5206940174102783 (3.024706701437632) | > loss_feat: 6.817391395568848 (7.0013636747996015) | > loss_mel: 19.037965774536133 (18.795517683029175) | > loss_duration: 2.2498276233673096 (2.3370138009389243) | > loss_1: 32.58493423461914 (33.29237079620361)  --> STEP: 13 | > loss_disc: 2.7125465869903564 (2.403284971530621) | > loss_disc_real_0: 0.08301959931850433 (0.09175449638412549) | > loss_disc_real_1: 0.23086780309677124 (0.175952387543825) | > loss_disc_real_2: 0.30954331159591675 (0.23402207975204176) | > loss_disc_real_3: 0.2931952178478241 (0.23888032596844894) | > loss_disc_real_4: 0.22175012528896332 (0.20611402965508974) | > loss_disc_real_5: 0.21248920261859894 (0.18797114262214074) | > loss_0: 2.7125465869903564 (2.403284971530621) | > loss_gen: 1.9658052921295166 (2.120848481471722) | > loss_kl: 3.2966277599334717 (3.045623705937312) | > loss_feat: 7.214920997619629 (7.017791161170373) | > loss_mel: 16.41355323791504 (18.612289648789627) | > loss_duration: 2.275900363922119 (2.332312767322247) | > loss_1: 31.166807174682617 (33.12886590224046)  --> STEP: 14 | > loss_disc: 2.603020668029785 (2.417551806994847) | > loss_disc_real_0: 0.09719564765691757 (0.09214315004646778) | > loss_disc_real_1: 0.16711516678333282 (0.17532115748950414) | > loss_disc_real_2: 0.21760913729667664 (0.23284972671951568) | > loss_disc_real_3: 0.24667450785636902 (0.23943705324615752) | > loss_disc_real_4: 0.20993511378765106 (0.20638696423598699) | > loss_disc_real_5: 0.18515396118164062 (0.18776991537639073) | > loss_0: 2.603020668029785 (2.417551806994847) | > loss_gen: 1.8290733098983765 (2.1000073977879117) | > loss_kl: 3.8024652004241943 (3.0996838126863753) | > loss_feat: 7.355007171630859 (7.041878019060407) | > loss_mel: 19.81345558166504 (18.698087215423584) | > loss_duration: 2.340299606323242 (2.332883255822318) | > loss_1: 35.14030456542969 (33.27254009246827)  --> STEP: 15 | > loss_disc: 2.588378667831421 (2.428940264383952) | > loss_disc_real_0: 0.1315612941980362 (0.09477102632323901) | > loss_disc_real_1: 0.14011052250862122 (0.17297378182411194) | > loss_disc_real_2: 0.2741548717021942 (0.23560340305169422) | > loss_disc_real_3: 0.19773966073989868 (0.23665722707907358) | > loss_disc_real_4: 0.18792979419231415 (0.20515648623307545) | > loss_disc_real_5: 0.18220852315425873 (0.18739915589491526) | > loss_0: 2.588378667831421 (2.428940264383952) | > loss_gen: 1.8106060028076172 (2.080713971455892) | > loss_kl: 3.7628977298736572 (3.143898073832194) | > loss_feat: 8.59352970123291 (7.145321464538574) | > loss_mel: 18.2513370513916 (18.668303871154784) | > loss_duration: 2.3295280933380127 (2.3326595783233643) | > loss_1: 34.747901916503906 (33.37089754740398)  --> STEP: 16 | > loss_disc: 2.644969940185547 (2.4424421191215515) | > loss_disc_real_0: 0.08415105938911438 (0.09410727838985622) | > loss_disc_real_1: 0.2175348401069641 (0.1757588479667902) | > loss_disc_real_2: 0.2914525270462036 (0.23909397330135107) | > loss_disc_real_3: 0.2682350277900696 (0.23863083962351084) | > loss_disc_real_4: 0.24429231882095337 (0.20760247576981783) | > loss_disc_real_5: 0.24701720476150513 (0.19112528394907713) | > loss_0: 2.644969940185547 (2.4424421191215515) | > loss_gen: 2.015199661254883 (2.076619327068329) | > loss_kl: 2.8074491024017334 (3.1228700131177902) | > loss_feat: 5.647010326385498 (7.051677018404007) | > loss_mel: 16.998111724853516 (18.563916862010956) | > loss_duration: 2.376075267791748 (2.3353730589151382) | > loss_1: 29.843847274780273 (33.150456905365)  --> STEP: 17 | > loss_disc: 2.5564827919006348 (2.449150393990909) | > loss_disc_real_0: 0.1308705061674118 (0.09626982120030067) | > loss_disc_real_1: 0.18176575005054474 (0.17611219514818752) | > loss_disc_real_2: 0.28246402740478516 (0.24164515295449426) | > loss_disc_real_3: 0.24774181842803955 (0.239166779553189) | > loss_disc_real_4: 0.23634444177150726 (0.20929317965227015) | > loss_disc_real_5: 0.20630736649036407 (0.19201834762797637) | > loss_0: 2.5564827919006348 (2.449150393990909) | > loss_gen: 1.996523380279541 (2.0719078007866356) | > loss_kl: 2.6001312732696533 (3.0921206754796646) | > loss_feat: 5.1229753494262695 (6.938223979052375) | > loss_mel: 16.07134246826172 (18.417294838849237) | > loss_duration: 2.428239583969116 (2.3408357956830192) | > loss_1: 28.21921157836914 (32.86038365083583)  --> STEP: 18 | > loss_disc: 2.1820974349975586 (2.4343141184912787) | > loss_disc_real_0: 0.06833422183990479 (0.09471784345805645) | > loss_disc_real_1: 0.24430295825004578 (0.17990057087606853) | > loss_disc_real_2: 0.19154474139213562 (0.23886179675658545) | > loss_disc_real_3: 0.2556435167789459 (0.24008215384350884) | > loss_disc_real_4: 0.25555023550987244 (0.21186301608880362) | > loss_disc_real_5: 0.1844349503517151 (0.19159704777929518) | > loss_0: 2.1820974349975586 (2.4343141184912787) | > loss_gen: 2.6962766647338867 (2.106594959894816) | > loss_kl: 2.3753299713134766 (3.052298969692654) | > loss_feat: 11.507046699523926 (7.192047463523017) | > loss_mel: 20.921083450317383 (18.556394206153023) | > loss_duration: 2.2215588092803955 (2.334209296438429) | > loss_1: 39.72129440307617 (33.241545359293625)  --> STEP: 19 | > loss_disc: 2.5086090564727783 (2.438224378385042) | > loss_disc_real_0: 0.11534492671489716 (0.09580347941894281) | > loss_disc_real_1: 0.22236843407154083 (0.1821357215705671) | > loss_disc_real_2: 0.2695367634296417 (0.2404762686867463) | > loss_disc_real_3: 0.2431408166885376 (0.24024313609851033) | > loss_disc_real_4: 0.23098352551460266 (0.21286935869016146) | > loss_disc_real_5: 0.241612508893013 (0.19422944046949087) | > loss_0: 2.5086090564727783 (2.438224378385042) | > loss_gen: 2.1001508235931396 (2.106255794826307) | > loss_kl: 2.2603421211242676 (3.010617030294318) | > loss_feat: 4.879020690917969 (7.070309212333278) | > loss_mel: 15.634370803833008 (18.402603500767757) | > loss_duration: 2.3616182804107666 (2.3356518745422363) | > loss_1: 27.235502243041992 (32.92543782685933)  --> STEP: 20 | > loss_disc: 2.3014533519744873 (2.4313858270645143) | > loss_disc_real_0: 0.11787283420562744 (0.09690694715827704) | > loss_disc_real_1: 0.20503900945186615 (0.18328088596463205) | > loss_disc_real_2: 0.264994353055954 (0.24170217290520668) | > loss_disc_real_3: 0.18666993081569672 (0.23756447583436965) | > loss_disc_real_4: 0.20159053802490234 (0.2123054176568985) | > loss_disc_real_5: 0.18671450018882751 (0.1938536934554577) | > loss_0: 2.3014533519744873 (2.4313858270645143) | > loss_gen: 2.3564324378967285 (2.1187646269798277) | > loss_kl: 2.2975709438323975 (2.9749647259712217) | > loss_feat: 7.6741743087768555 (7.100502467155456) | > loss_mel: 18.849624633789062 (18.424954557418822) | > loss_duration: 2.331843376159668 (2.335461449623108) | > loss_1: 33.5096435546875 (32.95464811325074)  --> STEP: 21 | > loss_disc: 2.5716700553894043 (2.4380660284133184) | > loss_disc_real_0: 0.061316147446632385 (0.09521214717200824) | > loss_disc_real_1: 0.27175894379615784 (0.1874941268137523) | > loss_disc_real_2: 0.2533881366252899 (0.2422586473680678) | > loss_disc_real_3: 0.2998763918876648 (0.24053170993214562) | > loss_disc_real_4: 0.26285791397094727 (0.21471267938613892) | > loss_disc_real_5: 0.29397210478782654 (0.19862123685223715) | > loss_0: 2.5716700553894043 (2.4380660284133184) | > loss_gen: 2.1992015838623047 (2.122594958259946) | > loss_kl: 2.690675735473633 (2.961427154995146) | > loss_feat: 4.749278545379639 (6.98853942326137) | > loss_mel: 16.38220977783203 (18.32768099648612) | > loss_duration: 2.175036907196045 (2.3278221856980097) | > loss_1: 28.19640350341797 (32.72806503659204)  --> STEP: 22 | > loss_disc: 2.6394715309143066 (2.4472208239815454) | > loss_disc_real_0: 0.0942256897687912 (0.09516730819913474) | > loss_disc_real_1: 0.25910764932632446 (0.19074928692796014) | > loss_disc_real_2: 0.2017534375190735 (0.24041750146584076) | > loss_disc_real_3: 0.25222212076187134 (0.2410630922425877) | > loss_disc_real_4: 0.2643737196922302 (0.21696999940005215) | > loss_disc_real_5: 0.2086118459701538 (0.1990753554485061) | > loss_0: 2.6394715309143066 (2.4472208239815454) | > loss_gen: 2.003032922744751 (2.1171603202819824) | > loss_kl: 1.9996780157089233 (2.9177112850275906) | > loss_feat: 6.601996898651123 (6.970969308506358) | > loss_mel: 17.916545867919922 (18.308993036096748) | > loss_duration: 2.17838716506958 (2.321029684760354) | > loss_1: 30.69964027404785 (32.63586391102185)  --> STEP: 23 | > loss_disc: 2.4636685848236084 (2.4479359440181567) | > loss_disc_real_0: 0.06827777624130249 (0.0939981981140116) | > loss_disc_real_1: 0.1768338829278946 (0.1901442693627399) | > loss_disc_real_2: 0.24855007231235504 (0.24077109150264575) | > loss_disc_real_3: 0.2157117873430252 (0.23996086159478064) | > loss_disc_real_4: 0.2294183373451233 (0.21751123148462045) | > loss_disc_real_5: 0.2144148349761963 (0.19974228934101437) | > loss_0: 2.4636685848236084 (2.4479359440181567) | > loss_gen: 2.0459771156311035 (2.1140653983406397) | > loss_kl: 2.449985980987549 (2.897375402243241) | > loss_feat: 7.410698413848877 (6.990087965260381) | > loss_mel: 17.179155349731445 (18.25986965842869) | > loss_duration: 2.268711566925049 (2.318754983984906) | > loss_1: 31.354528427124023 (32.58015367259151)  --> STEP: 24 | > loss_disc: 2.494011878967285 (2.449855774641037) | > loss_disc_real_0: 0.13702915608882904 (0.09579115469629566) | > loss_disc_real_1: 0.19281679391860962 (0.1902556245525678) | > loss_disc_real_2: 0.214257150888443 (0.23966634397705397) | > loss_disc_real_3: 0.23129087686538696 (0.2395996122310559) | > loss_disc_real_4: 0.21810899674892426 (0.21753613837063313) | > loss_disc_real_5: 0.1499507576227188 (0.19766764218608537) | > loss_0: 2.494011878967285 (2.449855774641037) | > loss_gen: 1.8918545246124268 (2.1048066119352975) | > loss_kl: 2.6723034381866455 (2.887997403740883) | > loss_feat: 5.436652183532715 (6.9253614743550616) | > loss_mel: 17.441112518310547 (18.225754777590435) | > loss_duration: 2.4586286544799805 (2.3245830535888676) | > loss_1: 29.900550842285156 (32.46850355466208)  --> STEP: 25 | > loss_disc: 2.577491283416748 (2.4549611949920656) | > loss_disc_real_0: 0.09880873560905457 (0.09591185793280602) | > loss_disc_real_1: 0.18707755208015442 (0.19012850165367126) | > loss_disc_real_2: 0.22940285503864288 (0.23925580441951752) | > loss_disc_real_3: 0.24851727485656738 (0.23995631873607637) | > loss_disc_real_4: 0.20667202770709991 (0.2171015739440918) | > loss_disc_real_5: 0.20052076876163483 (0.19778176724910737) | > loss_0: 2.577491283416748 (2.4549611949920656) | > loss_gen: 1.8270342350006104 (2.0936957168579102) | > loss_kl: 2.5586583614349365 (2.874823842048645) | > loss_feat: 6.067143440246582 (6.891032752990722) | > loss_mel: 16.241025924682617 (18.14636562347412) | > loss_duration: 2.3716516494750977 (2.326465797424317) | > loss_1: 29.065513610839844 (32.33238395690919)  --> STEP: 26 | > loss_disc: 3.071199417114258 (2.478662665073688) | > loss_disc_real_0: 0.1571480929851532 (0.09826709774251167) | > loss_disc_real_1: 0.25459665060043335 (0.19260804584393135) | > loss_disc_real_2: 0.27019017934799194 (0.2404455880706127) | > loss_disc_real_3: 0.22713324427604675 (0.23946312356453675) | > loss_disc_real_4: 0.2240051031112671 (0.21736709429667547) | > loss_disc_real_5: 0.18938174843788147 (0.19745868960252175) | > loss_0: 3.071199417114258 (2.478662665073688) | > loss_gen: 1.5276603698730469 (2.0719251265892615) | > loss_kl: 2.4696176052093506 (2.8592389867855954) | > loss_feat: 4.401895999908447 (6.79529672402602) | > loss_mel: 9.289637565612793 (17.8057222366333) | > loss_duration: 2.316582202911377 (2.3260856591738195) | > loss_1: 20.005393981933594 (31.858268957871665) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023596103374774646 (-0.00010080520923321) | > avg_loss_disc: 2.478662665073688 (+0.04053567923032331) | > avg_loss_disc_real_0: 0.09826709774251167 (-0.05417523662058206) | > avg_loss_disc_real_1: 0.19260804584393135 (-0.03948771265836862) | > avg_loss_disc_real_2: 0.2404455880706127 (-0.055331600973239276) | > avg_loss_disc_real_3: 0.23946312356453675 (-0.017449642603213966) | > avg_loss_disc_real_4: 0.21736709429667547 (+0.017508536004103153) | > avg_loss_disc_real_5: 0.19745868960252175 (-0.041292156737584323) | > avg_loss_0: 2.478662665073688 (+0.04053567923032331) | > avg_loss_gen: 2.0719251265892615 (-0.42382230208470295) | > avg_loss_kl: 2.8592389867855954 (-0.15233699633524944) | > avg_loss_feat: 6.79529672402602 (-0.2723008485940781) | > avg_loss_mel: 17.8057222366333 (+0.3237625635587271) | > avg_loss_duration: 2.3260856591738195 (-0.0006489386925321305) | > avg_loss_1: 31.858268957871665 (-0.5253463891836248)  > EPOCH: 620/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:32:42)   --> TIME: 2024-06-11 18:32:52 -- STEP: 24/330 -- GLOBAL_STEP: 292625 | > loss_disc: 2.3545265197753906 (2.3486186861991882) | > loss_disc_real_0: 0.11419862508773804 (0.11130410588035981) | > loss_disc_real_1: 0.19318382441997528 (0.19766369399925074) | > loss_disc_real_2: 0.23525556921958923 (0.21103781027098498) | > loss_disc_real_3: 0.23140059411525726 (0.22758491896092892) | > loss_disc_real_4: 0.18960027396678925 (0.2306266352534294) | > loss_disc_real_5: 0.20429742336273193 (0.22451346615950266) | > loss_0: 2.3545265197753906 (2.3486186861991882) | > grad_norm_0: tensor(6.7876, device='cuda:0') (tensor(8.2123, device='cuda:0')) | > loss_gen: 2.380505323410034 (2.472655693689982) | > loss_kl: 1.7843616008758545 (1.9153677721818287) | > loss_feat: 6.988988876342773 (6.866308033466339) | > loss_mel: 17.238075256347656 (17.749212741851807) | > loss_duration: 1.9550542831420898 (2.0480685234069824) | > loss_1: 30.34698486328125 (31.051612854003906) | > grad_norm_1: tensor(131.3680, device='cuda:0') (tensor(94.5692, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3602 (0.35381277402242023) | > loader_time: 0.0032 (0.0031218131383260093)  --> TIME: 2024-06-11 18:33:01 -- STEP: 49/330 -- GLOBAL_STEP: 292650 | > loss_disc: 2.374953269958496 (2.3843023728351205) | > loss_disc_real_0: 0.08724968135356903 (0.11380826332131211) | > loss_disc_real_1: 0.14762908220291138 (0.1985206521895467) | > loss_disc_real_2: 0.2098465859889984 (0.2084484231107089) | > loss_disc_real_3: 0.2070070207118988 (0.23112465654100692) | > loss_disc_real_4: 0.20860064029693604 (0.23548296702151394) | > loss_disc_real_5: 0.19112764298915863 (0.22658741717435876) | > loss_0: 2.374953269958496 (2.3843023728351205) | > grad_norm_0: tensor(7.3621, device='cuda:0') (tensor(9.4783, device='cuda:0')) | > loss_gen: 2.3733227252960205 (2.4620539363549674) | > loss_kl: 1.87987220287323 (1.9239132671940082) | > loss_feat: 7.1555867195129395 (6.891846559485611) | > loss_mel: 17.22474479675293 (17.678485714659402) | > loss_duration: 1.9430325031280518 (2.0156393051147465) | > loss_1: 30.576560974121094 (30.971938775510203) | > grad_norm_1: tensor(80.6198, device='cuda:0') (tensor(103.9871, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3577 (0.35629597002146196) | > loader_time: 0.0039 (0.0032343280558683432)  --> TIME: 2024-06-11 18:33:11 -- STEP: 74/330 -- GLOBAL_STEP: 292675 | > loss_disc: 2.3436248302459717 (2.3755276654217696) | > loss_disc_real_0: 0.08169060945510864 (0.11325030310733898) | > loss_disc_real_1: 0.19220899045467377 (0.19948262660890012) | > loss_disc_real_2: 0.20796796679496765 (0.21059448553903684) | > loss_disc_real_3: 0.21342051029205322 (0.23052967581394557) | > loss_disc_real_4: 0.2461579144001007 (0.23414636745646195) | > loss_disc_real_5: 0.20216329395771027 (0.22540867087003347) | > loss_0: 2.3436248302459717 (2.3755276654217696) | > grad_norm_0: tensor(8.8567, device='cuda:0') (tensor(9.3290, device='cuda:0')) | > loss_gen: 2.421701431274414 (2.4651943058580956) | > loss_kl: 1.89863121509552 (1.9329818277745634) | > loss_feat: 7.239264488220215 (6.953073630461821) | > loss_mel: 17.54994773864746 (17.66792887610359) | > loss_duration: 1.9181874990463257 (2.0028936363555303) | > loss_1: 31.027732849121094 (31.022072328103555) | > grad_norm_1: tensor(59.3613, device='cuda:0') (tensor(99.3869, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.367 (0.35798408534075765) | > loader_time: 0.0035 (0.003306843139029838)  --> TIME: 2024-06-11 18:33:20 -- STEP: 99/330 -- GLOBAL_STEP: 292700 | > loss_disc: 2.339637279510498 (2.371975479703961) | > loss_disc_real_0: 0.1252570003271103 (0.11399249220737304) | > loss_disc_real_1: 0.21216149628162384 (0.19942787394981193) | > loss_disc_real_2: 0.2072329819202423 (0.20974144309458106) | > loss_disc_real_3: 0.23970457911491394 (0.2307384339245883) | > loss_disc_real_4: 0.2240367978811264 (0.23377111900334407) | > loss_disc_real_5: 0.21646694839000702 (0.22553424100683192) | > loss_0: 2.339637279510498 (2.371975479703961) | > grad_norm_0: tensor(7.3087, device='cuda:0') (tensor(8.8310, device='cuda:0')) | > loss_gen: 2.507929801940918 (2.4605953380314984) | > loss_kl: 1.8602927923202515 (1.939815676573551) | > loss_feat: 6.847962856292725 (6.919634640818894) | > loss_mel: 17.118473052978516 (17.542283587985573) | > loss_duration: 2.014706611633301 (2.002205654828238) | > loss_1: 30.349365234375 (30.86453497530234) | > grad_norm_1: tensor(42.3870, device='cuda:0') (tensor(95.5055, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3923 (0.3636481280278678) | > loader_time: 0.0042 (0.0034497964261758205)  --> TIME: 2024-06-11 18:33:30 -- STEP: 124/330 -- GLOBAL_STEP: 292725 | > loss_disc: 2.312300443649292 (2.372154885722745) | > loss_disc_real_0: 0.09640510380268097 (0.11379925558163274) | > loss_disc_real_1: 0.1998295933008194 (0.19877391308546066) | > loss_disc_real_2: 0.21592724323272705 (0.21028189024617594) | > loss_disc_real_3: 0.2033853679895401 (0.2301804624017208) | > loss_disc_real_4: 0.2314590960741043 (0.2328347907431664) | > loss_disc_real_5: 0.21992433071136475 (0.22526795176729078) | > loss_0: 2.312300443649292 (2.372154885722745) | > grad_norm_0: tensor(12.1471, device='cuda:0') (tensor(9.8899, device='cuda:0')) | > loss_gen: 2.5890657901763916 (2.4597719965442533) | > loss_kl: 1.8891278505325317 (1.9493875465085428) | > loss_feat: 8.092816352844238 (6.93644219060098) | > loss_mel: 18.40243911743164 (17.542897593590528) | > loss_duration: 2.0337440967559814 (2.005570914476151) | > loss_1: 33.00719451904297 (30.894070194613548) | > grad_norm_1: tensor(173.7975, device='cuda:0') (tensor(113.1890, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.4029 (0.36942572555234354) | > loader_time: 0.0048 (0.0036278520860979634)  --> TIME: 2024-06-11 18:33:40 -- STEP: 149/330 -- GLOBAL_STEP: 292750 | > loss_disc: 2.403014659881592 (2.3708076637063247) | > loss_disc_real_0: 0.10539727658033371 (0.11503596863890654) | > loss_disc_real_1: 0.2220306545495987 (0.19817923539436902) | > loss_disc_real_2: 0.20159053802490234 (0.21070390619687587) | > loss_disc_real_3: 0.22245411574840546 (0.23029785208254053) | > loss_disc_real_4: 0.24775660037994385 (0.23295036798355565) | > loss_disc_real_5: 0.23258183896541595 (0.22528874074052643) | > loss_0: 2.403014659881592 (2.3708076637063247) | > grad_norm_0: tensor(39.0647, device='cuda:0') (tensor(12.6830, device='cuda:0')) | > loss_gen: 2.3839361667633057 (2.4620346638980326) | > loss_kl: 2.03529691696167 (1.954593504035233) | > loss_feat: 6.5826802253723145 (6.918516274266594) | > loss_mel: 16.957530975341797 (17.520660784420556) | > loss_duration: 2.046649932861328 (2.0091837212543373) | > loss_1: 30.006093978881836 (30.864988903071257) | > grad_norm_1: tensor(271.4935, device='cuda:0') (tensor(143.0555, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3879 (0.3732622565839114) | > loader_time: 0.0059 (0.003761649931837248)  --> TIME: 2024-06-11 18:33:50 -- STEP: 174/330 -- GLOBAL_STEP: 292775 | > loss_disc: 2.324861526489258 (2.3695377111434923) | > loss_disc_real_0: 0.13502386212348938 (0.11551899959643681) | > loss_disc_real_1: 0.18373829126358032 (0.19743093257320338) | > loss_disc_real_2: 0.24282684922218323 (0.21082874233352727) | > loss_disc_real_3: 0.23129235208034515 (0.2302868133303763) | > loss_disc_real_4: 0.17881517112255096 (0.23264784631372867) | > loss_disc_real_5: 0.2332722693681717 (0.2254896505639471) | > loss_0: 2.324861526489258 (2.3695377111434923) | > grad_norm_0: tensor(8.4514, device='cuda:0') (tensor(14.3422, device='cuda:0')) | > loss_gen: 2.647045373916626 (2.478414808196582) | > loss_kl: 1.9335590600967407 (1.9640920826758461) | > loss_feat: 6.913731575012207 (6.951923915709571) | > loss_mel: 17.741653442382812 (17.50085289176853) | > loss_duration: 2.1176536083221436 (2.0144638987793337) | > loss_1: 31.353641510009766 (30.909747540265663) | > grad_norm_1: tensor(259.1624, device='cuda:0') (tensor(172.1553, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3884 (0.3748492591682522) | > loader_time: 0.0043 (0.0038632373700196714)  --> TIME: 2024-06-11 18:34:00 -- STEP: 199/330 -- GLOBAL_STEP: 292800 | > loss_disc: 2.4243016242980957 (2.3721214167436746) | > loss_disc_real_0: 0.06858576089143753 (0.11717992500593914) | > loss_disc_real_1: 0.1989727020263672 (0.19788481736902017) | > loss_disc_real_2: 0.19940727949142456 (0.21150670346602723) | > loss_disc_real_3: 0.2508477568626404 (0.23017349434857393) | > loss_disc_real_4: 0.24609066545963287 (0.23224649919037843) | > loss_disc_real_5: 0.2213892787694931 (0.22413991870892108) | > loss_0: 2.4243016242980957 (2.3721214167436746) | > grad_norm_0: tensor(34.9987, device='cuda:0') (tensor(17.4793, device='cuda:0')) | > loss_gen: 2.2931175231933594 (2.4835219395220567) | > loss_kl: 1.9770891666412354 (1.9707772941445585) | > loss_feat: 6.211633205413818 (6.974458603403675) | > loss_mel: 17.05794334411621 (17.489243981826245) | > loss_duration: 2.1440606117248535 (2.022474708868632) | > loss_1: 29.6838436126709 (30.940476508595836) | > grad_norm_1: tensor(395.4317, device='cuda:0') (tensor(198.4617, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3902 (0.3772269277716402) | > loader_time: 0.0048 (0.003964270778636835)  --> TIME: 2024-06-11 18:34:11 -- STEP: 224/330 -- GLOBAL_STEP: 292825 | > loss_disc: 2.270254135131836 (2.3736294401543465) | > loss_disc_real_0: 0.07884889841079712 (0.11828100516660404) | > loss_disc_real_1: 0.21035821735858917 (0.19783878632422006) | > loss_disc_real_2: 0.19869624078273773 (0.21197018825582095) | > loss_disc_real_3: 0.19505895674228668 (0.2306034916878811) | > loss_disc_real_4: 0.2015572041273117 (0.23234080842563085) | > loss_disc_real_5: 0.22464609146118164 (0.22420566715300083) | > loss_0: 2.270254135131836 (2.3736294401543465) | > grad_norm_0: tensor(20.5476, device='cuda:0') (tensor(19.7327, device='cuda:0')) | > loss_gen: 2.45220685005188 (2.4854965156742495) | > loss_kl: 2.0761146545410156 (1.980661733874253) | > loss_feat: 8.118589401245117 (6.982879796198435) | > loss_mel: 17.527652740478516 (17.434828272887636) | > loss_duration: 2.12389874458313 (2.03014324232936) | > loss_1: 32.2984619140625 (30.914009545530593) | > grad_norm_1: tensor(445.4341, device='cuda:0') (tensor(224.3913, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.3993 (0.38022688776254654) | > loader_time: 0.0055 (0.0040819048881530744)  --> TIME: 2024-06-11 18:34:22 -- STEP: 249/330 -- GLOBAL_STEP: 292850 | > loss_disc: 2.287540912628174 (2.37424832558536) | > loss_disc_real_0: 0.10473819077014923 (0.11872210663305707) | > loss_disc_real_1: 0.1613282859325409 (0.1976890039132781) | > loss_disc_real_2: 0.19559988379478455 (0.21237082157029685) | > loss_disc_real_3: 0.23233722150325775 (0.2306203704521838) | > loss_disc_real_4: 0.2250204235315323 (0.2324992654673067) | > loss_disc_real_5: 0.20485439896583557 (0.223776701583441) | > loss_0: 2.287540912628174 (2.37424832558536) | > grad_norm_0: tensor(18.2150, device='cuda:0') (tensor(19.7896, device='cuda:0')) | > loss_gen: 2.500772714614868 (2.479371041179181) | > loss_kl: 2.058722496032715 (1.98548209044828) | > loss_feat: 7.062335968017578 (6.971585446093455) | > loss_mel: 17.469018936157227 (17.405945414041412) | > loss_duration: 2.110217332839966 (2.0385925324566396) | > loss_1: 31.201066970825195 (30.880976504590137) | > grad_norm_1: tensor(151.3962, device='cuda:0') (tensor(224.5529, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.4238 (0.3849335195549042) | > loader_time: 0.0052 (0.004239777484572075)  --> TIME: 2024-06-11 18:34:33 -- STEP: 274/330 -- GLOBAL_STEP: 292875 | > loss_disc: 2.391223192214966 (2.3759786273441166) | > loss_disc_real_0: 0.11998837441205978 (0.11907183369417695) | > loss_disc_real_1: 0.20905330777168274 (0.19814596787421374) | > loss_disc_real_2: 0.23500309884548187 (0.2125442607776962) | > loss_disc_real_3: 0.2518007159233093 (0.23063554799687253) | > loss_disc_real_4: 0.24382123351097107 (0.2324188367946305) | > loss_disc_real_5: 0.22197580337524414 (0.22428598477892633) | > loss_0: 2.391223192214966 (2.3759786273441166) | > grad_norm_0: tensor(9.9673, device='cuda:0') (tensor(20.0675, device='cuda:0')) | > loss_gen: 2.465519905090332 (2.474324589228107) | > loss_kl: 2.083190441131592 (1.9905245961063969) | > loss_feat: 6.862452507019043 (6.970616030867081) | > loss_mel: 16.515039443969727 (17.351555785993583) | > loss_duration: 2.145331621170044 (2.0472821636791645) | > loss_1: 30.071533203125 (30.834303138899976) | > grad_norm_1: tensor(453.7336, device='cuda:0') (tensor(228.7030, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.4528 (0.3903002068944221) | > loader_time: 0.0063 (0.0044201316624662285)  --> TIME: 2024-06-11 18:34:45 -- STEP: 299/330 -- GLOBAL_STEP: 292900 | > loss_disc: 2.4133965969085693 (2.3796653683767652) | > loss_disc_real_0: 0.09062632918357849 (0.11988383485471525) | > loss_disc_real_1: 0.23491725325584412 (0.19902503091754722) | > loss_disc_real_2: 0.17379391193389893 (0.21243989896216126) | > loss_disc_real_3: 0.202634796500206 (0.23083902890466926) | > loss_disc_real_4: 0.2212042510509491 (0.23239415171353714) | > loss_disc_real_5: 0.1920674592256546 (0.22415403204418743) | > loss_0: 2.4133965969085693 (2.3796653683767652) | > grad_norm_0: tensor(34.6676, device='cuda:0') (tensor(21.4871, device='cuda:0')) | > loss_gen: 2.285287380218506 (2.470176214358478) | > loss_kl: 1.9987449645996094 (1.9967049495830982) | > loss_feat: 7.047883987426758 (6.972844680416144) | > loss_mel: 17.396135330200195 (17.309311082131874) | > loss_duration: 2.2307167053222656 (2.057617453428415) | > loss_1: 30.958768844604492 (30.806654327290513) | > grad_norm_1: tensor(433.9237, device='cuda:0') (tensor(243.2854, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.4666 (0.3962173980215322) | > loader_time: 0.0069 (0.004610518548002211)  --> TIME: 2024-06-11 18:34:58 -- STEP: 324/330 -- GLOBAL_STEP: 292925 | > loss_disc: 2.4352874755859375 (2.382832042229026) | > loss_disc_real_0: 0.13291001319885254 (0.120527956025376) | > loss_disc_real_1: 0.24938207864761353 (0.20001935917470182) | > loss_disc_real_2: 0.22330638766288757 (0.21290297682086626) | > loss_disc_real_3: 0.22747741639614105 (0.23096980471853856) | > loss_disc_real_4: 0.20477230846881866 (0.23240637112362886) | > loss_disc_real_5: 0.20079800486564636 (0.22421433459277507) | > loss_0: 2.4352874755859375 (2.382832042229026) | > grad_norm_0: tensor(8.6503, device='cuda:0') (tensor(22.2873, device='cuda:0')) | > loss_gen: 2.186737537384033 (2.468930914078228) | > loss_kl: 2.0947012901306152 (2.0046296384599476) | > loss_feat: 9.282927513122559 (7.02093877174236) | > loss_mel: 17.523073196411133 (17.27415225829606) | > loss_duration: 2.268430709838867 (2.072050967702158) | > loss_1: 33.35586929321289 (30.84070250428753) | > grad_norm_1: tensor(145.6898, device='cuda:0') (tensor(256.8170, device='cuda:0')) | > current_lr_0: 0.00018508450829934862 | > current_lr_1: 0.00018508450829934862 | > step_time: 0.5902 (0.40737099485632833) | > loader_time: 0.0086 (0.004873739348517525)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.32059907913208 (2.32059907913208) | > loss_disc_real_0: 0.10176397114992142 (0.10176397114992142) | > loss_disc_real_1: 0.09332387149333954 (0.09332387149333954) | > loss_disc_real_2: 0.17956645786762238 (0.17956645786762238) | > loss_disc_real_3: 0.19954542815685272 (0.19954542815685272) | > loss_disc_real_4: 0.17457406222820282 (0.17457406222820282) | > loss_disc_real_5: 0.21109044551849365 (0.21109044551849365) | > loss_0: 2.32059907913208 (2.32059907913208) | > loss_gen: 2.0060579776763916 (2.0060579776763916) | > loss_kl: 2.3671553134918213 (2.3671553134918213) | > loss_feat: 5.860581874847412 (5.860581874847412) | > loss_mel: 14.091008186340332 (14.091008186340332) | > loss_duration: 2.9413070678710938 (2.9413070678710938) | > loss_1: 27.266109466552734 (27.266109466552734)  --> STEP: 1 | > loss_disc: 2.189831256866455 (2.189831256866455) | > loss_disc_real_0: 0.13324131071567535 (0.13324131071567535) | > loss_disc_real_1: 0.1248471662402153 (0.1248471662402153) | > loss_disc_real_2: 0.14701274037361145 (0.14701274037361145) | > loss_disc_real_3: 0.213027685880661 (0.213027685880661) | > loss_disc_real_4: 0.19827310740947723 (0.19827310740947723) | > loss_disc_real_5: 0.1426868587732315 (0.1426868587732315) | > loss_0: 2.189831256866455 (2.189831256866455) | > loss_gen: 2.1847150325775146 (2.1847150325775146) | > loss_kl: 2.8250772953033447 (2.8250772953033447) | > loss_feat: 6.186918258666992 (6.186918258666992) | > loss_mel: 18.23845863342285 (18.23845863342285) | > loss_duration: 2.39123797416687 (2.39123797416687) | > loss_1: 31.826406478881836 (31.826406478881836)  --> STEP: 2 | > loss_disc: 2.301539659500122 (2.2456854581832886) | > loss_disc_real_0: 0.06066591292619705 (0.0969536118209362) | > loss_disc_real_1: 0.15682172775268555 (0.14083444699645042) | > loss_disc_real_2: 0.17802926898002625 (0.16252100467681885) | > loss_disc_real_3: 0.17641796171665192 (0.19472282379865646) | > loss_disc_real_4: 0.1818288266658783 (0.19005096703767776) | > loss_disc_real_5: 0.15015527606010437 (0.14642106741666794) | > loss_0: 2.301539659500122 (2.2456854581832886) | > loss_gen: 2.0023159980773926 (2.0935155153274536) | > loss_kl: 2.544452428817749 (2.684764862060547) | > loss_feat: 5.970381259918213 (6.0786497592926025) | > loss_mel: 18.265644073486328 (18.25205135345459) | > loss_duration: 2.4655957221984863 (2.4284168481826782) | > loss_1: 31.248388290405273 (31.537397384643555)  --> STEP: 3 | > loss_disc: 2.2103371620178223 (2.2339026927948) | > loss_disc_real_0: 0.1499909609556198 (0.11463272819916408) | > loss_disc_real_1: 0.11069022119045258 (0.13078637172778448) | > loss_disc_real_2: 0.13210615515708923 (0.15238272150357565) | > loss_disc_real_3: 0.2519975006580353 (0.21381438275178274) | > loss_disc_real_4: 0.2471272200345993 (0.20907638470331827) | > loss_disc_real_5: 0.2492476999759674 (0.1806966116031011) | > loss_0: 2.2103371620178223 (2.2339026927948) | > loss_gen: 2.5296127796173096 (2.238881270090739) | > loss_kl: 3.5689170360565186 (2.9794822533925376) | > loss_feat: 6.311821460723877 (6.156373659769694) | > loss_mel: 16.38484764099121 (17.629650115966797) | > loss_duration: 2.304097890853882 (2.386977195739746) | > loss_1: 31.09929847717285 (31.391364415486652)  --> STEP: 4 | > loss_disc: 2.2628366947174072 (2.2411361932754517) | > loss_disc_real_0: 0.03971503674983978 (0.095903305336833) | > loss_disc_real_1: 0.1009649783372879 (0.12333102338016033) | > loss_disc_real_2: 0.13281139731407166 (0.14748989045619965) | > loss_disc_real_3: 0.21663005650043488 (0.21451830118894577) | > loss_disc_real_4: 0.19917047023773193 (0.2065999060869217) | > loss_disc_real_5: 0.17701326310634613 (0.17977577447891235) | > loss_0: 2.2628366947174072 (2.2411361932754517) | > loss_gen: 2.0555362701416016 (2.1930450201034546) | > loss_kl: 3.4079768657684326 (3.0866059064865112) | > loss_feat: 7.364729881286621 (6.458462715148926) | > loss_mel: 18.019615173339844 (17.72714138031006) | > loss_duration: 2.360729455947876 (2.3804152607917786) | > loss_1: 33.208587646484375 (31.845670223236084)  --> STEP: 5 | > loss_disc: 2.4404561519622803 (2.281000185012817) | > loss_disc_real_0: 0.12829148769378662 (0.10238094180822373) | > loss_disc_real_1: 0.13362416625022888 (0.12538965195417404) | > loss_disc_real_2: 0.21278192102909088 (0.1605482965707779) | > loss_disc_real_3: 0.21714754402637482 (0.21504414975643157) | > loss_disc_real_4: 0.22678032517433167 (0.2106359899044037) | > loss_disc_real_5: 0.21680176258087158 (0.1871809720993042) | > loss_0: 2.4404561519622803 (2.281000185012817) | > loss_gen: 2.1585404872894287 (2.1861441135406494) | > loss_kl: 3.0908257961273193 (3.087449884414673) | > loss_feat: 4.718787670135498 (6.11052770614624) | > loss_mel: 17.689315795898438 (17.719576263427733) | > loss_duration: 2.3977699279785156 (2.383886194229126) | > loss_1: 30.055238723754883 (31.487583923339844)  --> STEP: 6 | > loss_disc: 2.553866386413574 (2.326477885246277) | > loss_disc_real_0: 0.13160468637943268 (0.10725156590342522) | > loss_disc_real_1: 0.10657048225402832 (0.12225312367081642) | > loss_disc_real_2: 0.2806515097618103 (0.1805654987692833) | > loss_disc_real_3: 0.2005239725112915 (0.2126241202155749) | > loss_disc_real_4: 0.19504046440124512 (0.20803673565387726) | > loss_disc_real_5: 0.13728131353855133 (0.1788643623391787) | > loss_0: 2.553866386413574 (2.326477885246277) | > loss_gen: 1.8988643884658813 (2.1382641593615213) | > loss_kl: 2.7002854347229004 (3.022922476132711) | > loss_feat: 4.611144065856934 (5.860630432764689) | > loss_mel: 17.117338180541992 (17.619203249613445) | > loss_duration: 2.1960339546203613 (2.352577487627665) | > loss_1: 28.523666381835938 (30.993597666422527)  --> STEP: 7 | > loss_disc: 2.51900577545166 (2.3539818695613315) | > loss_disc_real_0: 0.14091910421848297 (0.11206121423414775) | > loss_disc_real_1: 0.14162994921207428 (0.12502124160528183) | > loss_disc_real_2: 0.22356469929218292 (0.1867082417011261) | > loss_disc_real_3: 0.2649392783641815 (0.2200977142368044) | > loss_disc_real_4: 0.23912207782268524 (0.21247749882084982) | > loss_disc_real_5: 0.24279142916202545 (0.18799680045672826) | > loss_0: 2.51900577545166 (2.3539818695613315) | > loss_gen: 2.005706548690796 (2.119327357837132) | > loss_kl: 3.7941091060638428 (3.133091994694301) | > loss_feat: 5.08389949798584 (5.749668870653425) | > loss_mel: 16.643417358398438 (17.47980526515416) | > loss_duration: 2.61405873298645 (2.389931951250349) | > loss_1: 30.141193389892578 (30.87182562691825)  --> STEP: 8 | > loss_disc: 2.4228615760803223 (2.3625918328762054) | > loss_disc_real_0: 0.18777409195899963 (0.12152532394975424) | > loss_disc_real_1: 0.15074697136878967 (0.1282369578257203) | > loss_disc_real_2: 0.16906258463859558 (0.18450253456830978) | > loss_disc_real_3: 0.17899800837039948 (0.2149602510035038) | > loss_disc_real_4: 0.21428930759429932 (0.212703974917531) | > loss_disc_real_5: 0.18252712488174438 (0.18731309100985527) | > loss_0: 2.4228615760803223 (2.3625918328762054) | > loss_gen: 2.1329903602600098 (2.1210352331399918) | > loss_kl: 2.4273948669433594 (3.0448798537254333) | > loss_feat: 8.798783302307129 (6.130808174610138) | > loss_mel: 19.362651824951172 (17.715161085128784) | > loss_duration: 2.2017924785614014 (2.3664145171642303) | > loss_1: 34.923614501953125 (31.378299236297607)  --> STEP: 9 | > loss_disc: 2.3567862510681152 (2.361946768230862) | > loss_disc_real_0: 0.17461906373500824 (0.12742462837033802) | > loss_disc_real_1: 0.13864798843860626 (0.12939373900492987) | > loss_disc_real_2: 0.19680827856063843 (0.1858698394563463) | > loss_disc_real_3: 0.2404268980026245 (0.21778987844785055) | > loss_disc_real_4: 0.21637310087680817 (0.21311165557967293) | > loss_disc_real_5: 0.1762598603963852 (0.18608495427502525) | > loss_0: 2.3567862510681152 (2.361946768230862) | > loss_gen: 2.1576614379882812 (2.1251048114564686) | > loss_kl: 2.9736106395721436 (3.0369610521528454) | > loss_feat: 8.137927055358887 (6.353821383582221) | > loss_mel: 17.704219818115234 (17.713945388793945) | > loss_duration: 2.1321864128112793 (2.3403891722361245) | > loss_1: 33.10560607910156 (31.57022221883138)  --> STEP: 10 | > loss_disc: 2.7319490909576416 (2.39894700050354) | > loss_disc_real_0: 0.16768860816955566 (0.1314510263502598) | > loss_disc_real_1: 0.14254412055015564 (0.13070877715945245) | > loss_disc_real_2: 0.2729736864566803 (0.1945802241563797) | > loss_disc_real_3: 0.25032517313957214 (0.2210434079170227) | > loss_disc_real_4: 0.2087515890598297 (0.2126756489276886) | > loss_disc_real_5: 0.25755882263183594 (0.19323234111070633) | > loss_0: 2.7319490909576416 (2.39894700050354) | > loss_gen: 1.77561616897583 (2.0901559472084044) | > loss_kl: 2.378007650375366 (2.971065711975098) | > loss_feat: 3.696028470993042 (6.088042092323303) | > loss_mel: 11.036705017089844 (17.046221351623537) | > loss_duration: 2.3669729232788086 (2.343047547340393) | > loss_1: 21.25333023071289 (30.538533020019532)  --> STEP: 11 | > loss_disc: 2.3893303871154785 (2.398072762922807) | > loss_disc_real_0: 0.058028534054756165 (0.12477625432339581) | > loss_disc_real_1: 0.144759401679039 (0.13198610666123303) | > loss_disc_real_2: 0.2049970179796219 (0.19552720541303809) | > loss_disc_real_3: 0.27474290132522583 (0.22592518004504117) | > loss_disc_real_4: 0.24756163358688354 (0.2158471020785245) | > loss_disc_real_5: 0.27471473813056946 (0.2006398317488757) | > loss_0: 2.3893303871154785 (2.398072762922807) | > loss_gen: 2.297391414642334 (2.1089955351569434) | > loss_kl: 3.8826777935028076 (3.053939537568526) | > loss_feat: 6.781304359436035 (6.151065934788097) | > loss_mel: 16.2197322845459 (16.971085981889203) | > loss_duration: 2.5033822059631348 (2.357623425397006) | > loss_1: 31.68448829650879 (30.642710772427645)  --> STEP: 12 | > loss_disc: 2.721757650375366 (2.4250465035438538) | > loss_disc_real_0: 0.12697316706180573 (0.12495933038492997) | > loss_disc_real_1: 0.22369225323200226 (0.13962828554213047) | > loss_disc_real_2: 0.15488919615745544 (0.19214070464173952) | > loss_disc_real_3: 0.2791476845741272 (0.23036038875579834) | > loss_disc_real_4: 0.25187790393829346 (0.2188496689001719) | > loss_disc_real_5: 0.25936147570610046 (0.20553330207864443) | > loss_0: 2.721757650375366 (2.4250465035438538) | > loss_gen: 1.925561785697937 (2.093709389368693) | > loss_kl: 2.913404941558838 (3.042228321234385) | > loss_feat: 5.879569053649902 (6.128441194693248) | > loss_mel: 16.954538345336914 (16.969707012176514) | > loss_duration: 2.2292728424072266 (2.346927543481191) | > loss_1: 29.902347564697266 (30.581013838450115)  --> STEP: 13 | > loss_disc: 2.4548139572143555 (2.4273363076723538) | > loss_disc_real_0: 0.128591850399971 (0.12523875500147158) | > loss_disc_real_1: 0.08553596585988998 (0.13546733787426582) | > loss_disc_real_2: 0.19515861570835114 (0.1923728516468635) | > loss_disc_real_3: 0.2074013501405716 (0.22859430886231935) | > loss_disc_real_4: 0.17325644195079803 (0.21534249759637392) | > loss_disc_real_5: 0.19675296545028687 (0.20485789156877077) | > loss_0: 2.4548139572143555 (2.4273363076723538) | > loss_gen: 1.9292620420455933 (2.081059593420762) | > loss_kl: 3.1356091499328613 (3.0494114619034987) | > loss_feat: 5.2219624519348145 (6.058712060634907) | > loss_mel: 16.33036994934082 (16.92052723811223) | > loss_duration: 2.260251998901367 (2.3402601938981276) | > loss_1: 28.877456665039062 (30.449970978956955)  --> STEP: 14 | > loss_disc: 2.1430060863494873 (2.407027006149292) | > loss_disc_real_0: 0.10750606656074524 (0.12397213439856256) | > loss_disc_real_1: 0.08294950425624847 (0.13171606404440744) | > loss_disc_real_2: 0.21809913218021393 (0.1942104431135314) | > loss_disc_real_3: 0.21396441757678986 (0.2275493166276387) | > loss_disc_real_4: 0.22739148139953613 (0.2162031392965998) | > loss_disc_real_5: 0.17032352089881897 (0.20239115080663136) | > loss_0: 2.1430060863494873 (2.407027006149292) | > loss_gen: 2.455580472946167 (2.1078110848154337) | > loss_kl: 3.9524614810943604 (3.113915034702846) | > loss_feat: 6.386212348937988 (6.082104938370841) | > loss_mel: 18.772483825683594 (17.052809851510183) | > loss_duration: 2.3640317916870117 (2.341958165168762) | > loss_1: 33.93076705932617 (30.6985992704119)  --> STEP: 15 | > loss_disc: 2.559589385986328 (2.417197831471761) | > loss_disc_real_0: 0.22484207153320312 (0.13069679687420527) | > loss_disc_real_1: 0.2174379825592041 (0.13743085861206056) | > loss_disc_real_2: 0.18782122433185577 (0.19378449519475302) | > loss_disc_real_3: 0.24652279913425446 (0.22881421546141306) | > loss_disc_real_4: 0.22220201790332794 (0.21660306453704833) | > loss_disc_real_5: 0.1842811554670334 (0.2011838177839915) | > loss_0: 2.559589385986328 (2.417197831471761) | > loss_gen: 2.261308431625366 (2.118044241269429) | > loss_kl: 3.4226269721984863 (3.1344958305358888) | > loss_feat: 6.7368879318237305 (6.125757137934367) | > loss_mel: 17.258543014526367 (17.066525395711263) | > loss_duration: 2.357123374938965 (2.3429691791534424) | > loss_1: 32.03649139404297 (30.787792078653972)  --> STEP: 16 | > loss_disc: 2.476846218109131 (2.4209258556365967) | > loss_disc_real_0: 0.20628051459789276 (0.13542077923193574) | > loss_disc_real_1: 0.20338614284992218 (0.1415530638769269) | > loss_disc_real_2: 0.20794762670993805 (0.19466969091445208) | > loss_disc_real_3: 0.2874276638031006 (0.23247755598276854) | > loss_disc_real_4: 0.21439459919929504 (0.21646503545343876) | > loss_disc_real_5: 0.21029652655124664 (0.20175336208194494) | > loss_0: 2.476846218109131 (2.4209258556365967) | > loss_gen: 2.342926025390625 (2.132099352777004) | > loss_kl: 2.4257614612579346 (3.0901999324560165) | > loss_feat: 8.95407485961914 (6.302526995539665) | > loss_mel: 17.97734832763672 (17.123451828956604) | > loss_duration: 2.3938350677490234 (2.346148297190666) | > loss_1: 34.09394836425781 (30.99442684650421)  --> STEP: 17 | > loss_disc: 2.2469489574432373 (2.410691920448752) | > loss_disc_real_0: 0.05528644472360611 (0.13070699484909282) | > loss_disc_real_1: 0.20261968672275543 (0.14514521816197565) | > loss_disc_real_2: 0.1898553967475891 (0.19438649713993073) | > loss_disc_real_3: 0.2958914041519165 (0.2362077823456596) | > loss_disc_real_4: 0.2355230152606964 (0.2175860930891598) | > loss_disc_real_5: 0.18889100849628448 (0.20099675304749431) | > loss_0: 2.2469489574432373 (2.410691920448752) | > loss_gen: 2.4407310485839844 (2.1502541584127086) | > loss_kl: 2.835695505142212 (3.0752290837904988) | > loss_feat: 6.841791152954102 (6.334248416564044) | > loss_mel: 16.585161209106445 (17.091787674847772) | > loss_duration: 2.4766845703125 (2.3538269014919506) | > loss_1: 31.180063247680664 (31.00534663480871)  --> STEP: 18 | > loss_disc: 2.2989070415496826 (2.4044816493988037) | > loss_disc_real_0: 0.06504179537296295 (0.12705892821153006) | > loss_disc_real_1: 0.10984191298484802 (0.14318392342991298) | > loss_disc_real_2: 0.2131379097700119 (0.19542824228604636) | > loss_disc_real_3: 0.29045915603637695 (0.23922174755069944) | > loss_disc_real_4: 0.20080585777759552 (0.2166538577940729) | > loss_disc_real_5: 0.17674382030963898 (0.19964936789539126) | > loss_0: 2.2989070415496826 (2.4044816493988037) | > loss_gen: 2.122742176055908 (2.148725714948442) | > loss_kl: 2.3170955181121826 (3.0331105523639255) | > loss_feat: 7.460247039794922 (6.396803895632426) | > loss_mel: 17.56066131591797 (17.117836210462784) | > loss_duration: 2.1948964595794678 (2.344997432496813) | > loss_1: 31.655643463134766 (31.041474236382378)  --> STEP: 19 | > loss_disc: 2.539231061935425 (2.4115737237428365) | > loss_disc_real_0: 0.2038087397813797 (0.13109839197836423) | > loss_disc_real_1: 0.15167438983917236 (0.1436307900830319) | > loss_disc_real_2: 0.2542487680912018 (0.19852405943368612) | > loss_disc_real_3: 0.267985463142395 (0.24073562731868342) | > loss_disc_real_4: 0.2853856086730957 (0.22027131836665303) | > loss_disc_real_5: 0.24303698539733887 (0.20193292671128324) | > loss_0: 2.539231061935425 (2.4115737237428365) | > loss_gen: 2.1744577884674072 (2.1500800346073348) | > loss_kl: 1.9574933052062988 (2.9764991183029976) | > loss_feat: 5.3084635734558105 (6.339522826044183) | > loss_mel: 16.306358337402344 (17.07512684872276) | > loss_duration: 2.369027853012085 (2.3462621914713004) | > loss_1: 28.115800857543945 (30.88749142696983)  --> STEP: 20 | > loss_disc: 2.22942852973938 (2.4024664640426634) | > loss_disc_real_0: 0.08907642960548401 (0.12899729385972022) | > loss_disc_real_1: 0.09777437895536423 (0.1413379695266485) | > loss_disc_real_2: 0.1999596655368805 (0.19859583973884581) | > loss_disc_real_3: 0.2503218650817871 (0.24121493920683862) | > loss_disc_real_4: 0.23400741815567017 (0.2209581233561039) | > loss_disc_real_5: 0.178995281457901 (0.20078604444861411) | > loss_0: 2.22942852973938 (2.4024664640426634) | > loss_gen: 2.262162685394287 (2.155684167146682) | > loss_kl: 2.209547758102417 (2.938151550292969) | > loss_feat: 5.900195598602295 (6.317556464672089) | > loss_mel: 18.626548767089844 (17.152697944641112) | > loss_duration: 2.327019691467285 (2.3453000664710997) | > loss_1: 31.32547378540039 (30.90939054489136)  --> STEP: 21 | > loss_disc: 2.2908036708831787 (2.3971491881779263) | > loss_disc_real_0: 0.05604773014783859 (0.1255235051115354) | > loss_disc_real_1: 0.16109110414981842 (0.1422785949848947) | > loss_disc_real_2: 0.16686972975730896 (0.1970850725968679) | > loss_disc_real_3: 0.23203253746032715 (0.24077768198081426) | > loss_disc_real_4: 0.28181105852127075 (0.22385588217349278) | > loss_disc_real_5: 0.19481788575649261 (0.20050184641565597) | > loss_0: 2.2908036708831787 (2.3971491881779263) | > loss_gen: 2.2211105823516846 (2.1587997107278727) | > loss_kl: 2.638376235961914 (2.9238765353248235) | > loss_feat: 6.607583999633789 (6.331367299670265) | > loss_mel: 16.098857879638672 (17.102515084402903) | > loss_duration: 2.1606638431549072 (2.336507865360805) | > loss_1: 29.726593017578125 (30.853066853114537)  --> STEP: 22 | > loss_disc: 2.3977696895599365 (2.3971773927861992) | > loss_disc_real_0: 0.11327189952135086 (0.12496661394834518) | > loss_disc_real_1: 0.11425699293613434 (0.14100488580086015) | > loss_disc_real_2: 0.17687317728996277 (0.19616635008291763) | > loss_disc_real_3: 0.18548960983753204 (0.23826458779248325) | > loss_disc_real_4: 0.2443251609802246 (0.22478630393743515) | > loss_disc_real_5: 0.26455873250961304 (0.20341352305629037) | > loss_0: 2.3977696895599365 (2.3971773927861992) | > loss_gen: 2.013847827911377 (2.1522109887816683) | > loss_kl: 2.5442397594451904 (2.9066203182393857) | > loss_feat: 6.677245616912842 (6.347089041363109) | > loss_mel: 16.654502868652344 (17.082150892777875) | > loss_duration: 2.2180538177490234 (2.3311235904693604) | > loss_1: 30.10788917541504 (30.819195140491832)  --> STEP: 23 | > loss_disc: 2.4621174335479736 (2.40000087281932) | > loss_disc_real_0: 0.08883599936962128 (0.1233957176623137) | > loss_disc_real_1: 0.10212177038192749 (0.13931431556525437) | > loss_disc_real_2: 0.2683309316635132 (0.1993039405864218) | > loss_disc_real_3: 0.3260432779788971 (0.2420810525831969) | > loss_disc_real_4: 0.20547914505004883 (0.22394686224667923) | > loss_disc_real_5: 0.18659688532352448 (0.2026823648939962) | > loss_0: 2.4621174335479736 (2.40000087281932) | > loss_gen: 2.155287742614746 (2.152344760687454) | > loss_kl: 2.4782540798187256 (2.8879956991776177) | > loss_feat: 5.821134090423584 (6.3242214348005215) | > loss_mel: 18.35083770751953 (17.137311189070992) | > loss_duration: 2.2759618759155273 (2.328725255053976) | > loss_1: 31.081478118896484 (30.830598748248555)  --> STEP: 24 | > loss_disc: 2.618988513946533 (2.409125357866287) | > loss_disc_real_0: 0.14398960769176483 (0.12425379641354084) | > loss_disc_real_1: 0.10316959768533707 (0.13780828565359113) | > loss_disc_real_2: 0.207449272274971 (0.199643329406778) | > loss_disc_real_3: 0.22627000510692596 (0.24142225893835226) | > loss_disc_real_4: 0.23821227252483368 (0.22454125434160233) | > loss_disc_real_5: 0.287249892950058 (0.20620601189633211) | > loss_0: 2.618988513946533 (2.409125357866287) | > loss_gen: 1.9567791223526 (2.144196192423502) | > loss_kl: 2.6551172733306885 (2.8782924314339957) | > loss_feat: 5.3267107009887695 (6.282658487558365) | > loss_mel: 17.69675064086914 (17.160621166229248) | > loss_duration: 2.4255990982055664 (2.3327616651852923) | > loss_1: 30.060955047607422 (30.798530260721844)  --> STEP: 25 | > loss_disc: 2.395151138305664 (2.4085663890838616) | > loss_disc_real_0: 0.13772569596767426 (0.12479267239570618) | > loss_disc_real_1: 0.16839705407619476 (0.13903183639049527) | > loss_disc_real_2: 0.24445123970508575 (0.20143564581871032) | > loss_disc_real_3: 0.19479815661907196 (0.23955729484558105) | > loss_disc_real_4: 0.2802528440952301 (0.22676971793174744) | > loss_disc_real_5: 0.27355271577835083 (0.20889988005161286) | > loss_0: 2.395151138305664 (2.4085663890838616) | > loss_gen: 2.5340209007263184 (2.159789180755615) | > loss_kl: 3.092848777770996 (2.8868746852874754) | > loss_feat: 7.691764831542969 (6.339022741317749) | > loss_mel: 15.357014656066895 (17.088476905822755) | > loss_duration: 2.3898496627807617 (2.335045185089111) | > loss_1: 31.06549835205078 (30.809208984375)  --> STEP: 26 | > loss_disc: 2.7751760482788086 (2.422666760591359) | > loss_disc_real_0: 0.19688689708709717 (0.12756552719152892) | > loss_disc_real_1: 0.07215280085802078 (0.1364595657930924) | > loss_disc_real_2: 0.3515865206718445 (0.2072106794669078) | > loss_disc_real_3: 0.21047654747962952 (0.23843880456227523) | > loss_disc_real_4: 0.1729716658592224 (0.22470056208280417) | > loss_disc_real_5: 0.13373364508152008 (0.2060088710143016) | > loss_0: 2.7751760482788086 (2.422666760591359) | > loss_gen: 1.7174705266952515 (2.1427769248302164) | > loss_kl: 2.562631607055664 (2.874403797663175) | > loss_feat: 9.603418350219727 (6.46457641858321) | > loss_mel: 16.812814712524414 (17.07787451377282) | > loss_duration: 2.31595778465271 (2.334311054303096) | > loss_1: 33.012290954589844 (30.89394290630634) --> EVAL PERFORMANCE | > avg_loader_time: 0.002456096502450796 (+9.648616497333123e-05) | > avg_loss_disc: 2.422666760591359 (-0.05599590448232883) | > avg_loss_disc_real_0: 0.12756552719152892 (+0.02929842944901724) | > avg_loss_disc_real_1: 0.1364595657930924 (-0.056148480050838945) | > avg_loss_disc_real_2: 0.2072106794669078 (-0.0332349086037049) | > avg_loss_disc_real_3: 0.23843880456227523 (-0.00102431900226152) | > avg_loss_disc_real_4: 0.22470056208280417 (+0.0073334677861287) | > avg_loss_disc_real_5: 0.2060088710143016 (+0.00855018141177985) | > avg_loss_0: 2.422666760591359 (-0.05599590448232883) | > avg_loss_gen: 2.1427769248302164 (+0.07085179824095489) | > avg_loss_kl: 2.874403797663175 (+0.015164810877579704) | > avg_loss_feat: 6.46457641858321 (-0.33072030544281006) | > avg_loss_mel: 17.07787451377282 (-0.7278477228604814) | > avg_loss_duration: 2.334311054303096 (+0.008225395129276336) | > avg_loss_1: 30.89394290630634 (-0.964326051565326)  > EPOCH: 621/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:35:21)   --> TIME: 2024-06-11 18:35:29 -- STEP: 19/330 -- GLOBAL_STEP: 292950 | > loss_disc: 2.3000667095184326 (2.338197896355077) | > loss_disc_real_0: 0.0724913626909256 (0.1017108851749646) | > loss_disc_real_1: 0.20478017628192902 (0.20198945701122284) | > loss_disc_real_2: 0.18935054540634155 (0.2091623842716217) | > loss_disc_real_3: 0.2141159027814865 (0.22811422144111834) | > loss_disc_real_4: 0.2392263561487198 (0.23430325561448148) | > loss_disc_real_5: 0.2407492995262146 (0.22774496125547508) | > loss_0: 2.3000667095184326 (2.338197896355077) | > grad_norm_0: tensor(4.7686, device='cuda:0') (tensor(8.3620, device='cuda:0')) | > loss_gen: 2.4692249298095703 (2.5080865182374654) | > loss_kl: 2.083371639251709 (1.9656302866182829) | > loss_feat: 8.396807670593262 (6.89355498866031) | > loss_mel: 17.7340145111084 (17.63460882086503) | > loss_duration: 2.00685453414917 (2.0777181010497245) | > loss_1: 32.69027328491211 (31.079598577399004) | > grad_norm_1: tensor(58.3330, device='cuda:0') (tensor(86.7847, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3567 (0.3630627958398116) | > loader_time: 0.003 (0.00330017742357756)  --> TIME: 2024-06-11 18:35:38 -- STEP: 44/330 -- GLOBAL_STEP: 292975 | > loss_disc: 2.304072380065918 (2.3420995907350015) | > loss_disc_real_0: 0.10133464634418488 (0.10721983938393267) | > loss_disc_real_1: 0.1798730492591858 (0.201267616992647) | > loss_disc_real_2: 0.21287080645561218 (0.2068188607015393) | > loss_disc_real_3: 0.24704650044441223 (0.22760744325139307) | > loss_disc_real_4: 0.2546793520450592 (0.23031789369203828) | > loss_disc_real_5: 0.22677437961101532 (0.22253201021389526) | > loss_0: 2.304072380065918 (2.3420995907350015) | > grad_norm_0: tensor(6.1621, device='cuda:0') (tensor(8.0427, device='cuda:0')) | > loss_gen: 2.5411343574523926 (2.490799882195213) | > loss_kl: 1.7902249097824097 (1.953885704278946) | > loss_feat: 7.681816577911377 (6.93433281508359) | > loss_mel: 18.57980728149414 (17.59259674765847) | > loss_duration: 1.9360822439193726 (2.022960261865095) | > loss_1: 32.5290641784668 (30.994575370441783) | > grad_norm_1: tensor(110.9059, device='cuda:0') (tensor(85.4213, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3533 (0.3639665733684193) | > loader_time: 0.0035 (0.003363777290691029)  --> TIME: 2024-06-11 18:35:48 -- STEP: 69/330 -- GLOBAL_STEP: 293000 | > loss_disc: 2.4493982791900635 (2.3479270554971) | > loss_disc_real_0: 0.11517393589019775 (0.10824889090398084) | > loss_disc_real_1: 0.1853172481060028 (0.19937344500120135) | > loss_disc_real_2: 0.19744816422462463 (0.20919993239036505) | > loss_disc_real_3: 0.2227865755558014 (0.2263133877861327) | > loss_disc_real_4: 0.24433474242687225 (0.23035454598889835) | > loss_disc_real_5: 0.23950132727622986 (0.2230668892894966) | > loss_0: 2.4493982791900635 (2.3479270554971) | > grad_norm_0: tensor(13.9021, device='cuda:0') (tensor(8.2875, device='cuda:0')) | > loss_gen: 2.4036130905151367 (2.49184851369996) | > loss_kl: 1.9561145305633545 (1.9879706804303154) | > loss_feat: 6.4150309562683105 (6.94922977945079) | > loss_mel: 15.510113716125488 (17.550697727479797) | > loss_duration: 1.954094648361206 (2.008531069410019) | > loss_1: 28.238967895507812 (30.98827768408734) | > grad_norm_1: tensor(142.7619, device='cuda:0') (tensor(86.0923, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3816 (0.36588156050530035) | > loader_time: 0.004 (0.003433818402497665) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_293000.pth  --> TIME: 2024-06-11 18:36:01 -- STEP: 94/330 -- GLOBAL_STEP: 293025 | > loss_disc: 2.3694303035736084 (2.353297801727943) | > loss_disc_real_0: 0.12277606129646301 (0.10985138453543186) | > loss_disc_real_1: 0.19323502480983734 (0.19962693830119801) | > loss_disc_real_2: 0.2161058634519577 (0.20982621752835334) | > loss_disc_real_3: 0.2228306084871292 (0.22813451290130615) | > loss_disc_real_4: 0.2086486518383026 (0.23165331226080021) | > loss_disc_real_5: 0.22169044613838196 (0.2230021340098787) | > loss_0: 2.3694303035736084 (2.353297801727943) | > grad_norm_0: tensor(9.7269, device='cuda:0') (tensor(8.7049, device='cuda:0')) | > loss_gen: 2.438994884490967 (2.4882691312343512) | > loss_kl: 2.071680784225464 (1.9925109008525281) | > loss_feat: 7.081100940704346 (6.9515078575053115) | > loss_mel: 18.25242042541504 (17.532888828439912) | > loss_duration: 1.9975913763046265 (2.003576014904265) | > loss_1: 31.841787338256836 (30.968752678404464) | > grad_norm_1: tensor(96.4119, device='cuda:0') (tensor(86.4962, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3791 (0.36806585940908876) | > loader_time: 0.0042 (0.0035517723002332323)  --> TIME: 2024-06-11 18:36:11 -- STEP: 119/330 -- GLOBAL_STEP: 293050 | > loss_disc: 2.3879764080047607 (2.349416079641389) | > loss_disc_real_0: 0.1525421291589737 (0.11117990268003039) | > loss_disc_real_1: 0.2157653570175171 (0.19792356924349522) | > loss_disc_real_2: 0.252175509929657 (0.21055016309774222) | > loss_disc_real_3: 0.22803741693496704 (0.2276460157722986) | > loss_disc_real_4: 0.21657568216323853 (0.23123472327945613) | > loss_disc_real_5: 0.19775648415088654 (0.22218948014143133) | > loss_0: 2.3879764080047607 (2.349416079641389) | > grad_norm_0: tensor(6.5126, device='cuda:0') (tensor(10.2307, device='cuda:0')) | > loss_gen: 2.6437089443206787 (2.4999481429572867) | > loss_kl: 1.8772797584533691 (1.9986205932472934) | > loss_feat: 7.441686630249023 (7.006671665095482) | > loss_mel: 17.862869262695312 (17.547906963765115) | > loss_duration: 2.0002009868621826 (2.005392520367598) | > loss_1: 31.82574462890625 (31.058539879422227) | > grad_norm_1: tensor(67.7723, device='cuda:0') (tensor(104.5909, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.6008 (0.37122724436912213) | > loader_time: 0.0038 (0.003644059686099782)  --> TIME: 2024-06-11 18:36:20 -- STEP: 144/330 -- GLOBAL_STEP: 293075 | > loss_disc: 2.3446006774902344 (2.357517263955539) | > loss_disc_real_0: 0.07941044121980667 (0.11322120491725703) | > loss_disc_real_1: 0.16806678473949432 (0.198645891311268) | > loss_disc_real_2: 0.20992833375930786 (0.21121972074939144) | > loss_disc_real_3: 0.2211591750383377 (0.22885294548339313) | > loss_disc_real_4: 0.2185429185628891 (0.23024323686129516) | > loss_disc_real_5: 0.1863076537847519 (0.222759076497621) | > loss_0: 2.3446006774902344 (2.357517263955539) | > grad_norm_0: tensor(20.5279, device='cuda:0') (tensor(12.4456, device='cuda:0')) | > loss_gen: 2.419618606567383 (2.4942884213394594) | > loss_kl: 1.911329746246338 (1.996520258486271) | > loss_feat: 7.579620361328125 (6.993919206990136) | > loss_mel: 16.667598724365234 (17.563881205187904) | > loss_duration: 2.004122257232666 (2.0101178371244006) | > loss_1: 30.58228874206543 (31.058726880285477) | > grad_norm_1: tensor(395.7910, device='cuda:0') (tensor(131.7102, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3902 (0.3727822270658281) | > loader_time: 0.004 (0.0037241263522042167)  --> TIME: 2024-06-11 18:36:30 -- STEP: 169/330 -- GLOBAL_STEP: 293100 | > loss_disc: 2.333160161972046 (2.35765660585031) | > loss_disc_real_0: 0.0964965745806694 (0.11362678246826109) | > loss_disc_real_1: 0.19802521169185638 (0.19863450818160586) | > loss_disc_real_2: 0.2532724440097809 (0.21183824107139068) | > loss_disc_real_3: 0.2336537390947342 (0.22899393146560038) | > loss_disc_real_4: 0.208196759223938 (0.23097143688145474) | > loss_disc_real_5: 0.17836807668209076 (0.2224066818254234) | > loss_0: 2.333160161972046 (2.35765660585031) | > grad_norm_0: tensor(30.3609, device='cuda:0') (tensor(14.9619, device='cuda:0')) | > loss_gen: 2.6103036403656006 (2.5074326808636007) | > loss_kl: 2.0189459323883057 (1.9936662002428043) | > loss_feat: 6.9624433517456055 (7.012629542830428) | > loss_mel: 17.046554565429688 (17.560216390169582) | > loss_duration: 2.0464494228363037 (2.0152741776415577) | > loss_1: 30.684696197509766 (31.08921891838841) | > grad_norm_1: tensor(439.4253, device='cuda:0') (tensor(160.5482, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3918 (0.3745633511853642) | > loader_time: 0.0044 (0.0038420194704857098)  --> TIME: 2024-06-11 18:36:40 -- STEP: 194/330 -- GLOBAL_STEP: 293125 | > loss_disc: 2.32216477394104 (2.35834051038801) | > loss_disc_real_0: 0.09514179080724716 (0.11462327033358137) | > loss_disc_real_1: 0.18846789002418518 (0.198384821030897) | > loss_disc_real_2: 0.2538139522075653 (0.2118753287749192) | > loss_disc_real_3: 0.2395731806755066 (0.22931018994026578) | > loss_disc_real_4: 0.24861295521259308 (0.2310246560991425) | > loss_disc_real_5: 0.2056085169315338 (0.2222687993006608) | > loss_0: 2.32216477394104 (2.35834051038801) | > grad_norm_0: tensor(35.5375, device='cuda:0') (tensor(18.7605, device='cuda:0')) | > loss_gen: 2.38907790184021 (2.511192814591005) | > loss_kl: 1.9750611782073975 (1.989045291831813) | > loss_feat: 6.431965351104736 (7.004018193667697) | > loss_mel: 17.169605255126953 (17.518590873049696) | > loss_duration: 2.053523063659668 (2.0223846300361084) | > loss_1: 30.01923370361328 (31.0452317110042) | > grad_norm_1: tensor(396.9218, device='cuda:0') (tensor(192.2425, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.3901 (0.37696955990545544) | > loader_time: 0.0052 (0.003954193026749129)  --> TIME: 2024-06-11 18:36:50 -- STEP: 219/330 -- GLOBAL_STEP: 293150 | > loss_disc: 2.2754814624786377 (2.35886170548391) | > loss_disc_real_0: 0.10955195128917694 (0.11527014270288759) | > loss_disc_real_1: 0.1875907927751541 (0.19832827906086023) | > loss_disc_real_2: 0.17129307985305786 (0.21168009508146) | > loss_disc_real_3: 0.2464938908815384 (0.2295807650372318) | > loss_disc_real_4: 0.2651558816432953 (0.23078789259200772) | > loss_disc_real_5: 0.21479517221450806 (0.222441093358275) | > loss_0: 2.2754814624786377 (2.35886170548391) | > grad_norm_0: tensor(31.2384, device='cuda:0') (tensor(20.4548, device='cuda:0')) | > loss_gen: 2.576374053955078 (2.5095122187104946) | > loss_kl: 2.110866069793701 (1.991349080926207) | > loss_feat: 7.718086242675781 (7.01079083577683) | > loss_mel: 17.735424041748047 (17.484332851078953) | > loss_duration: 2.0934019088745117 (2.0300179779801737) | > loss_1: 32.234153747558594 (31.02600287520178) | > grad_norm_1: tensor(454.9877, device='cuda:0') (tensor(214.8822, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.4042 (0.3796418072426157) | > loader_time: 0.0049 (0.004083375408224863)  --> TIME: 2024-06-11 18:37:01 -- STEP: 244/330 -- GLOBAL_STEP: 293175 | > loss_disc: 2.4761252403259277 (2.358740780197205) | > loss_disc_real_0: 0.10217075794935226 (0.11540465617216512) | > loss_disc_real_1: 0.23055467009544373 (0.1981506067343423) | > loss_disc_real_2: 0.22226031124591827 (0.21181701398530944) | > loss_disc_real_3: 0.24768684804439545 (0.22929907773361832) | > loss_disc_real_4: 0.2521200478076935 (0.23082598323216202) | > loss_disc_real_5: 0.2270263433456421 (0.22290312517129007) | > loss_0: 2.4761252403259277 (2.358740780197205) | > grad_norm_0: tensor(36.0946, device='cuda:0') (tensor(20.6926, device='cuda:0')) | > loss_gen: 2.3854875564575195 (2.50356326240008) | > loss_kl: 1.9189822673797607 (1.9936980526955401) | > loss_feat: 5.926357746124268 (6.996963393492777) | > loss_mel: 15.672432899475098 (17.433769992140466) | > loss_duration: 2.0537943840026855 (2.0386267920009407) | > loss_1: 27.957054138183594 (30.96662143019379) | > grad_norm_1: tensor(285.7827, device='cuda:0') (tensor(220.3140, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.4215 (0.38305163969759093) | > loader_time: 0.0052 (0.00420030023230881)  --> TIME: 2024-06-11 18:37:12 -- STEP: 269/330 -- GLOBAL_STEP: 293200 | > loss_disc: 2.316267251968384 (2.3617814322829678) | > loss_disc_real_0: 0.10539564490318298 (0.1163507427563233) | > loss_disc_real_1: 0.2092992663383484 (0.19795541487440305) | > loss_disc_real_2: 0.20171722769737244 (0.21182655091622504) | > loss_disc_real_3: 0.2085384577512741 (0.22954210871657474) | > loss_disc_real_4: 0.22504879534244537 (0.23119945364370664) | > loss_disc_real_5: 0.2158048450946808 (0.2232489061289117) | > loss_0: 2.316267251968384 (2.3617814322829678) | > grad_norm_0: tensor(12.3586, device='cuda:0') (tensor(20.3246, device='cuda:0')) | > loss_gen: 2.4996798038482666 (2.4959533684315733) | > loss_kl: 2.0661425590515137 (1.9986490764582467) | > loss_feat: 6.861667156219482 (7.0001928655631485) | > loss_mel: 16.86543083190918 (17.39716592951778) | > loss_duration: 2.145383834838867 (2.0467825574059444) | > loss_1: 30.438302993774414 (30.938743761480964) | > grad_norm_1: tensor(200.5228, device='cuda:0') (tensor(218.9365, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.4364 (0.387447155984361) | > loader_time: 0.0059 (0.0043327418401781954)  --> TIME: 2024-06-11 18:37:24 -- STEP: 294/330 -- GLOBAL_STEP: 293225 | > loss_disc: 2.398221015930176 (2.3647789809168596) | > loss_disc_real_0: 0.18299216032028198 (0.11773931254081581) | > loss_disc_real_1: 0.20465399324893951 (0.19837004762320293) | > loss_disc_real_2: 0.20494823157787323 (0.21204226636359477) | > loss_disc_real_3: 0.22917622327804565 (0.22956809730959588) | > loss_disc_real_4: 0.2433117926120758 (0.23101600431868818) | > loss_disc_real_5: 0.22263088822364807 (0.22339091120528526) | > loss_0: 2.398221015930176 (2.3647789809168596) | > grad_norm_0: tensor(63.8207, device='cuda:0') (tensor(21.7428, device='cuda:0')) | > loss_gen: 2.36142897605896 (2.4939843383776075) | > loss_kl: 2.0773699283599854 (2.0032104229440497) | > loss_feat: 7.6275248527526855 (7.01005482998024) | > loss_mel: 17.101335525512695 (17.361725103287466) | > loss_duration: 2.197800636291504 (2.0568740440874667) | > loss_1: 31.365459442138672 (30.925848727323572) | > grad_norm_1: tensor(466.4384, device='cuda:0') (tensor(234.4056, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.4676 (0.39346984130184687) | > loader_time: 0.0066 (0.004511936992204109)  --> TIME: 2024-06-11 18:37:37 -- STEP: 319/330 -- GLOBAL_STEP: 293250 | > loss_disc: 2.3409383296966553 (2.3700982769454892) | > loss_disc_real_0: 0.1446532905101776 (0.11931576536600492) | > loss_disc_real_1: 0.18577024340629578 (0.1985149694647535) | > loss_disc_real_2: 0.18838493525981903 (0.2123744450859889) | > loss_disc_real_3: 0.19994758069515228 (0.23016776938610317) | > loss_disc_real_4: 0.19658607244491577 (0.2316330798834469) | > loss_disc_real_5: 0.2609829008579254 (0.22329509225571792) | > loss_0: 2.3409383296966553 (2.3700982769454892) | > grad_norm_0: tensor(27.0540, device='cuda:0') (tensor(24.1617, device='cuda:0')) | > loss_gen: 2.3541088104248047 (2.49308063991391) | > loss_kl: 2.0571348667144775 (2.008410088694582) | > loss_feat: 8.450043678283691 (7.047201657369967) | > loss_mel: 17.253599166870117 (17.344059292425552) | > loss_duration: 2.2537174224853516 (2.07067721017102) | > loss_1: 32.36860275268555 (30.963428856063413) | > grad_norm_1: tensor(191.5507, device='cuda:0') (tensor(252.8271, device='cuda:0')) | > current_lr_0: 0.0001850613727358112 | > current_lr_1: 0.0001850613727358112 | > step_time: 0.5675 (0.4029071263758744) | > loader_time: 0.0075 (0.004713008396304137)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.270512580871582 (2.270512580871582) | > loss_disc_real_0: 0.16573303937911987 (0.16573303937911987) | > loss_disc_real_1: 0.17481715977191925 (0.17481715977191925) | > loss_disc_real_2: 0.17771059274673462 (0.17771059274673462) | > loss_disc_real_3: 0.2242586314678192 (0.2242586314678192) | > loss_disc_real_4: 0.23158392310142517 (0.23158392310142517) | > loss_disc_real_5: 0.2134624421596527 (0.2134624421596527) | > loss_0: 2.270512580871582 (2.270512580871582) | > loss_gen: 2.4060094356536865 (2.4060094356536865) | > loss_kl: 3.549450159072876 (3.549450159072876) | > loss_feat: 7.356228828430176 (7.356228828430176) | > loss_mel: 15.83519172668457 (15.83519172668457) | > loss_duration: 3.0383455753326416 (3.0383455753326416) | > loss_1: 32.18522644042969 (32.18522644042969)  --> STEP: 1 | > loss_disc: 2.3509559631347656 (2.3509559631347656) | > loss_disc_real_0: 0.1940343827009201 (0.1940343827009201) | > loss_disc_real_1: 0.1699821650981903 (0.1699821650981903) | > loss_disc_real_2: 0.15085521340370178 (0.15085521340370178) | > loss_disc_real_3: 0.2467229664325714 (0.2467229664325714) | > loss_disc_real_4: 0.2534966468811035 (0.2534966468811035) | > loss_disc_real_5: 0.20839793980121613 (0.20839793980121613) | > loss_0: 2.3509559631347656 (2.3509559631347656) | > loss_gen: 2.4123733043670654 (2.4123733043670654) | > loss_kl: 2.5247628688812256 (2.5247628688812256) | > loss_feat: 7.859397888183594 (7.859397888183594) | > loss_mel: 18.245668411254883 (18.245668411254883) | > loss_duration: 2.4388973712921143 (2.4388973712921143) | > loss_1: 33.48109817504883 (33.48109817504883)  --> STEP: 2 | > loss_disc: 2.3224081993103027 (2.336682081222534) | > loss_disc_real_0: 0.053913503885269165 (0.12397394329309464) | > loss_disc_real_1: 0.15521462261676788 (0.1625983938574791) | > loss_disc_real_2: 0.23130202293395996 (0.19107861816883087) | > loss_disc_real_3: 0.24882321059703827 (0.24777308851480484) | > loss_disc_real_4: 0.2920246720314026 (0.27276065945625305) | > loss_disc_real_5: 0.26655226945877075 (0.23747510462999344) | > loss_0: 2.3224081993103027 (2.336682081222534) | > loss_gen: 2.3747286796569824 (2.393550992012024) | > loss_kl: 3.131366014480591 (2.828064441680908) | > loss_feat: 5.547665596008301 (6.703531742095947) | > loss_mel: 19.635028839111328 (18.940348625183105) | > loss_duration: 2.51222562789917 (2.475561499595642) | > loss_1: 33.20101547241211 (33.34105682373047)  --> STEP: 3 | > loss_disc: 2.2278356552124023 (2.3003999392191568) | > loss_disc_real_0: 0.09111558645963669 (0.11302115768194199) | > loss_disc_real_1: 0.15197034180164337 (0.1590557098388672) | > loss_disc_real_2: 0.1915588229894638 (0.19123868644237518) | > loss_disc_real_3: 0.26962941884994507 (0.25505853195985156) | > loss_disc_real_4: 0.2535330057144165 (0.26635144154230755) | > loss_disc_real_5: 0.2249288111925125 (0.2332930068174998) | > loss_0: 2.2278356552124023 (2.3003999392191568) | > loss_gen: 2.447118043899536 (2.411406675974528) | > loss_kl: 3.361480236053467 (3.005869706471761) | > loss_feat: 6.872838497161865 (6.75996732711792) | > loss_mel: 18.71764373779297 (18.866113662719727) | > loss_duration: 2.361161708831787 (2.4374282360076904) | > loss_1: 33.7602424621582 (33.48078536987305)  --> STEP: 4 | > loss_disc: 2.3900346755981445 (2.322808623313904) | > loss_disc_real_0: 0.15725290775299072 (0.12407909519970417) | > loss_disc_real_1: 0.24129334092140198 (0.17961511760950089) | > loss_disc_real_2: 0.203998401761055 (0.19442861527204514) | > loss_disc_real_3: 0.22075814008712769 (0.2464834339916706) | > loss_disc_real_4: 0.21535499393939972 (0.2536023296415806) | > loss_disc_real_5: 0.25368794798851013 (0.23839174211025238) | > loss_0: 2.3900346755981445 (2.322808623313904) | > loss_gen: 2.578568935394287 (2.4531972408294678) | > loss_kl: 3.293137311935425 (3.077686607837677) | > loss_feat: 5.1521992683410645 (6.358025312423706) | > loss_mel: 17.894174575805664 (18.62312889099121) | > loss_duration: 2.4265427589416504 (2.4347068667411804) | > loss_1: 31.344623565673828 (32.94674491882324)  --> STEP: 5 | > loss_disc: 2.3491370677948 (2.328074312210083) | > loss_disc_real_0: 0.09904969483613968 (0.11907321512699127) | > loss_disc_real_1: 0.22243645787239075 (0.18817938566207887) | > loss_disc_real_2: 0.23223863542079926 (0.20199061930179596) | > loss_disc_real_3: 0.26696035265922546 (0.2505788177251816) | > loss_disc_real_4: 0.30329054594039917 (0.2635399729013443) | > loss_disc_real_5: 0.23150940239429474 (0.23701527416706086) | > loss_0: 2.3491370677948 (2.328074312210083) | > loss_gen: 2.6382501125335693 (2.490207815170288) | > loss_kl: 2.850484848022461 (3.0322462558746337) | > loss_feat: 6.532934665679932 (6.3930071830749515) | > loss_mel: 18.430309295654297 (18.58456497192383) | > loss_duration: 2.3053627014160156 (2.4088380336761475) | > loss_1: 32.75733947753906 (32.9088638305664)  --> STEP: 6 | > loss_disc: 2.4455227851867676 (2.3476490577061973) | > loss_disc_real_0: 0.09233316034078598 (0.11461653932929039) | > loss_disc_real_1: 0.2564464807510376 (0.199557234843572) | > loss_disc_real_2: 0.26702699065208435 (0.21283001452684402) | > loss_disc_real_3: 0.2894159257411957 (0.25705166906118393) | > loss_disc_real_4: 0.2802613377571106 (0.266326867043972) | > loss_disc_real_5: 0.26483625173568726 (0.2416521037618319) | > loss_0: 2.4455227851867676 (2.3476490577061973) | > loss_gen: 2.710916042327881 (2.5269925196965537) | > loss_kl: 2.9212026596069336 (3.013738989830017) | > loss_feat: 5.959755897521973 (6.320798635482788) | > loss_mel: 17.072715759277344 (18.332590103149414) | > loss_duration: 2.134636878967285 (2.3631378412246704) | > loss_1: 30.79922866821289 (32.557257970174156)  --> STEP: 7 | > loss_disc: 2.4024696350097656 (2.355480568749564) | > loss_disc_real_0: 0.18541307747364044 (0.12473033049276896) | > loss_disc_real_1: 0.23991602659225464 (0.2053227765219552) | > loss_disc_real_2: 0.2278502732515335 (0.21497576577322824) | > loss_disc_real_3: 0.3077285885810852 (0.2642912289925984) | > loss_disc_real_4: 0.28423812985420227 (0.2688856188740049) | > loss_disc_real_5: 0.2461702823638916 (0.24229755784784043) | > loss_0: 2.4024696350097656 (2.355480568749564) | > loss_gen: 2.847135543823242 (2.572727237428938) | > loss_kl: 3.5607786178588867 (3.091887508119856) | > loss_feat: 7.231579780578613 (6.450910227639334) | > loss_mel: 16.30061912536621 (18.04230853489467) | > loss_duration: 2.5644681453704834 (2.3918993132455006) | > loss_1: 32.504581451416016 (32.54973275320871)  --> STEP: 8 | > loss_disc: 2.199666738510132 (2.336003839969635) | > loss_disc_real_0: 0.1382656991481781 (0.1264222515746951) | > loss_disc_real_1: 0.11747805774211884 (0.19434218667447567) | > loss_disc_real_2: 0.15843893587589264 (0.2079086620360613) | > loss_disc_real_3: 0.1746620088815689 (0.2530875764787197) | > loss_disc_real_4: 0.28802597522735596 (0.2712781634181738) | > loss_disc_real_5: 0.18622606992721558 (0.23528862185776234) | > loss_0: 2.199666738510132 (2.336003839969635) | > loss_gen: 2.773012161254883 (2.597762852907181) | > loss_kl: 2.94893217086792 (3.0740180909633636) | > loss_feat: 9.80767822265625 (6.870506227016449) | > loss_mel: 20.483232498168945 (18.347424030303955) | > loss_duration: 2.256573438644409 (2.3749835789203644) | > loss_1: 38.26942825317383 (33.264694690704346)  --> STEP: 9 | > loss_disc: 2.345895528793335 (2.337102916505602) | > loss_disc_real_0: 0.08946560323238373 (0.12231595731443828) | > loss_disc_real_1: 0.14377756416797638 (0.18872389528486463) | > loss_disc_real_2: 0.21095985174179077 (0.20824768311447567) | > loss_disc_real_3: 0.2191569060087204 (0.24931750198205313) | > loss_disc_real_4: 0.2366112917661667 (0.267426288790173) | > loss_disc_real_5: 0.21246755123138428 (0.23275294734372032) | > loss_0: 2.345895528793335 (2.337102916505602) | > loss_gen: 2.376006603240967 (2.5731232696109347) | > loss_kl: 2.766829490661621 (3.0398860242631702) | > loss_feat: 12.928982734680176 (7.54367028342353) | > loss_mel: 17.599702835083008 (18.26434389750163) | > loss_duration: 2.187178611755371 (2.354116360346476) | > loss_1: 37.85870361328125 (33.775140126546226)  --> STEP: 10 | > loss_disc: 2.3813202381134033 (2.3415246486663817) | > loss_disc_real_0: 0.12405244261026382 (0.12248960584402084) | > loss_disc_real_1: 0.29202550649642944 (0.1990540564060211) | > loss_disc_real_2: 0.22059474885463715 (0.2094823896884918) | > loss_disc_real_3: 0.2955281436443329 (0.2539385661482811) | > loss_disc_real_4: 0.28964856266975403 (0.2696485161781311) | > loss_disc_real_5: 0.2565324604511261 (0.2351308986544609) | > loss_0: 2.3813202381134033 (2.3415246486663817) | > loss_gen: 2.803823947906494 (2.5961933374404906) | > loss_kl: 2.7031474113464355 (3.0062121629714964) | > loss_feat: 6.604524612426758 (7.449755716323852) | > loss_mel: 16.58924102783203 (18.096833610534667) | > loss_duration: 2.304189682006836 (2.3491236925125123) | > loss_1: 31.004926681518555 (33.498118782043456)  --> STEP: 11 | > loss_disc: 2.543436050415039 (2.3598802306435327) | > loss_disc_real_0: 0.2435864806175232 (0.13349841264161197) | > loss_disc_real_1: 0.1909923553466797 (0.19832117449153552) | > loss_disc_real_2: 0.29122912883758545 (0.2169139114293185) | > loss_disc_real_3: 0.24366573989391327 (0.2530046728524295) | > loss_disc_real_4: 0.2282096892595291 (0.2658813500946218) | > loss_disc_real_5: 0.21255578100681305 (0.23307861523194748) | > loss_0: 2.543436050415039 (2.3598802306435327) | > loss_gen: 2.3030338287353516 (2.569542473012751) | > loss_kl: 3.2982301712036133 (3.032759254628962) | > loss_feat: 5.148488998413086 (7.240549651059237) | > loss_mel: 13.248076438903809 (17.656037504022773) | > loss_duration: 2.4394593238830566 (2.357336022637107) | > loss_1: 26.437288284301758 (32.85622510043058)  --> STEP: 12 | > loss_disc: 2.602315902709961 (2.3800832033157353) | > loss_disc_real_0: 0.15715518593788147 (0.1354698104163011) | > loss_disc_real_1: 0.1864556521177292 (0.197332380960385) | > loss_disc_real_2: 0.23241639137268066 (0.21820578475793204) | > loss_disc_real_3: 0.24912433326244354 (0.2526813112199307) | > loss_disc_real_4: 0.24934326112270355 (0.26450317601362866) | > loss_disc_real_5: 0.2350919097661972 (0.23324638977646828) | > loss_0: 2.602315902709961 (2.3800832033157353) | > loss_gen: 2.1374478340148926 (2.533534586429596) | > loss_kl: 3.0396671295166016 (3.0333349108695984) | > loss_feat: 5.107195854187012 (7.062770167986552) | > loss_mel: 15.153959274291992 (17.447530984878544) | > loss_duration: 2.305670738220215 (2.3530305822690325) | > loss_1: 27.743942260742188 (32.43020153045654)  --> STEP: 13 | > loss_disc: 2.584427833557129 (2.3958020210266118) | > loss_disc_real_0: 0.16237309575080872 (0.13753929390357092) | > loss_disc_real_1: 0.3034014403820038 (0.2054915393774326) | > loss_disc_real_2: 0.28788653016090393 (0.22356584209662217) | > loss_disc_real_3: 0.25473371148109436 (0.25283918816309714) | > loss_disc_real_4: 0.2446289211511612 (0.2629743871780542) | > loss_disc_real_5: 0.168429434299469 (0.2282604701243914) | > loss_0: 2.584427833557129 (2.3958020210266118) | > loss_gen: 2.333373546600342 (2.518137583365807) | > loss_kl: 3.1365702152252197 (3.041276088127723) | > loss_feat: 6.116754531860352 (6.989999734438383) | > loss_mel: 15.796514511108398 (17.32052971766546) | > loss_duration: 2.2958779335021973 (2.3486342246715837) | > loss_1: 29.67909049987793 (32.21857760502742)  --> STEP: 14 | > loss_disc: 2.683250665664673 (2.416334067072188) | > loss_disc_real_0: 0.20260962843894958 (0.14218717494181227) | > loss_disc_real_1: 0.2819459140300751 (0.21095256613833563) | > loss_disc_real_2: 0.20830510556697845 (0.2224757894873619) | > loss_disc_real_3: 0.2672017216682434 (0.25386508341346475) | > loss_disc_real_4: 0.2641719579696655 (0.2630599279488836) | > loss_disc_real_5: 0.2180701643228531 (0.22753259113856725) | > loss_0: 2.683250665664673 (2.416334067072188) | > loss_gen: 2.322692394256592 (2.504177212715149) | > loss_kl: 4.087207317352295 (3.115985461643764) | > loss_feat: 6.254412651062012 (6.937457799911499) | > loss_mel: 18.52674674987793 (17.406688077109205) | > loss_duration: 2.3995964527130127 (2.3522743838174) | > loss_1: 33.59065628051758 (32.31658322470529)  --> STEP: 15 | > loss_disc: 2.532711982727051 (2.424092594782512) | > loss_disc_real_0: 0.11117346584796906 (0.14011959433555607) | > loss_disc_real_1: 0.2274378538131714 (0.21205158531665802) | > loss_disc_real_2: 0.21268413960933685 (0.2218230128288269) | > loss_disc_real_3: 0.2415192425251007 (0.2530420273542405) | > loss_disc_real_4: 0.19843734800815582 (0.25875175595283506) | > loss_disc_real_5: 0.20148518681526184 (0.22579609751701354) | > loss_0: 2.532711982727051 (2.424092594782512) | > loss_gen: 2.099989414215088 (2.4772313594818116) | > loss_kl: 3.65714693069458 (3.1520628929138184) | > loss_feat: 5.507674694061279 (6.842138926188151) | > loss_mel: 16.879005432128906 (17.37150923411052) | > loss_duration: 2.3900303840637207 (2.354791450500488) | > loss_1: 30.533845901489258 (32.19773406982422)  --> STEP: 16 | > loss_disc: 2.6544041633605957 (2.438487067818642) | > loss_disc_real_0: 0.31862878799438477 (0.15127641893923285) | > loss_disc_real_1: 0.20845969021320343 (0.2118270918726921) | > loss_disc_real_2: 0.258471816778183 (0.22411356307566166) | > loss_disc_real_3: 0.27263012528419495 (0.25426628347486263) | > loss_disc_real_4: 0.2830148935317993 (0.26026820205152035) | > loss_disc_real_5: 0.22496835887432098 (0.22574436385184526) | > loss_0: 2.6544041633605957 (2.438487067818642) | > loss_gen: 2.346106767654419 (2.4690360724925995) | > loss_kl: 2.7171010971069336 (3.124877780675888) | > loss_feat: 6.40537166595459 (6.8148409724235535) | > loss_mel: 17.094181060791016 (17.35417622327805) | > loss_duration: 2.371032238006592 (2.3558064997196198) | > loss_1: 30.933794021606445 (32.11873781681061)  --> STEP: 17 | > loss_disc: 2.589918613433838 (2.4473948057960064) | > loss_disc_real_0: 0.16685181856155396 (0.15219261891701644) | > loss_disc_real_1: 0.23380480706691742 (0.213119898648823) | > loss_disc_real_2: 0.287529855966568 (0.22784393324571497) | > loss_disc_real_3: 0.24444475769996643 (0.25368854666457463) | > loss_disc_real_4: 0.29083630442619324 (0.2620663257206188) | > loss_disc_real_5: 0.2840905785560608 (0.22917649412856383) | > loss_0: 2.589918613433838 (2.4473948057960064) | > loss_gen: 2.4875123500823975 (2.470122912350823) | > loss_kl: 2.4605605602264404 (3.0858002971200382) | > loss_feat: 6.4961748123168945 (6.7960959041819855) | > loss_mel: 17.953487396240234 (17.38942982168759) | > loss_duration: 2.4186694622039795 (2.359504321042229) | > loss_1: 31.816404342651367 (32.10095349480124)  --> STEP: 18 | > loss_disc: 2.1896345615386963 (2.433074792226156) | > loss_disc_real_0: 0.11574029922485352 (0.1501674900452296) | > loss_disc_real_1: 0.1404115855693817 (0.2090805479221874) | > loss_disc_real_2: 0.17975233495235443 (0.22517217778497273) | > loss_disc_real_3: 0.17109118402004242 (0.24909980429543394) | > loss_disc_real_4: 0.2384503036737442 (0.2607543244957924) | > loss_disc_real_5: 0.2245693802833557 (0.2289205433593856) | > loss_0: 2.1896345615386963 (2.433074792226156) | > loss_gen: 2.5755972862243652 (2.475982599788242) | > loss_kl: 2.5034615993499756 (3.0534481472439237) | > loss_feat: 10.304926872253418 (6.991030957963732) | > loss_mel: 16.83257484436035 (17.3584934340583) | > loss_duration: 2.2313709259033203 (2.3523857990900674) | > loss_1: 34.44792938232422 (32.23134104410807)  --> STEP: 19 | > loss_disc: 2.5649330615997314 (2.440014701140555) | > loss_disc_real_0: 0.1785532683134079 (0.15166147837513375) | > loss_disc_real_1: 0.20251280069351196 (0.208734877015415) | > loss_disc_real_2: 0.297096312046051 (0.2289576585355558) | > loss_disc_real_3: 0.2846226692199707 (0.2509694287651464) | > loss_disc_real_4: 0.274762362241745 (0.2614915896403162) | > loss_disc_real_5: 0.2961132228374481 (0.23245700017402046) | > loss_0: 2.5649330615997314 (2.440014701140555) | > loss_gen: 2.7835538387298584 (2.4921705597325374) | > loss_kl: 2.198315382003784 (3.008441159599706) | > loss_feat: 7.213144302368164 (7.002721133985017) | > loss_mel: 18.150270462036133 (17.400165909215026) | > loss_duration: 2.324242115020752 (2.3509045525601038) | > loss_1: 32.669525146484375 (32.254403365285775)  --> STEP: 20 | > loss_disc: 2.4437267780303955 (2.440200304985047) | > loss_disc_real_0: 0.2762477397918701 (0.15789079144597057) | > loss_disc_real_1: 0.187674880027771 (0.20768187716603279) | > loss_disc_real_2: 0.24131852388381958 (0.229575701802969) | > loss_disc_real_3: 0.2941656708717346 (0.25312924087047584) | > loss_disc_real_4: 0.2409869283437729 (0.26046635657548906) | > loss_disc_real_5: 0.24489706754684448 (0.23307900354266167) | > loss_0: 2.4437267780303955 (2.440200304985047) | > loss_gen: 2.6868832111358643 (2.501906192302704) | > loss_kl: 2.546325206756592 (2.9853353619575502) | > loss_feat: 5.96345329284668 (6.950757741928101) | > loss_mel: 18.205551147460938 (17.440435171127323) | > loss_duration: 2.323185443878174 (2.3495185971260075) | > loss_1: 31.725399017333984 (32.227953147888186)  --> STEP: 21 | > loss_disc: 2.4518496990203857 (2.440755038034349) | > loss_disc_real_0: 0.1336202323436737 (0.1567350505363374) | > loss_disc_real_1: 0.19575901329517365 (0.20711412174361093) | > loss_disc_real_2: 0.23561027646064758 (0.22986306250095367) | > loss_disc_real_3: 0.2160247564315796 (0.25136236065909984) | > loss_disc_real_4: 0.22349809110164642 (0.25870596298149656) | > loss_disc_real_5: 0.2275976985692978 (0.23281798902012052) | > loss_0: 2.4518496990203857 (2.440755038034349) | > loss_gen: 2.2382965087890625 (2.4893533502306258) | > loss_kl: 1.9232275485992432 (2.934758799416678) | > loss_feat: 5.455010414123535 (6.879531678699312) | > loss_mel: 16.53658103942871 (17.397394498189293) | > loss_duration: 2.1957132816314697 (2.3421945344834105) | > loss_1: 28.348827362060547 (32.043232872372585)  --> STEP: 22 | > loss_disc: 2.478156566619873 (2.442455107515509) | > loss_disc_real_0: 0.14706546068191528 (0.15629552372477276) | > loss_disc_real_1: 0.2019032984972 (0.20687726614150134) | > loss_disc_real_2: 0.17113135755062103 (0.22719343954866583) | > loss_disc_real_3: 0.21046404540538788 (0.24950334632938567) | > loss_disc_real_4: 0.2493928223848343 (0.258282638408921) | > loss_disc_real_5: 0.23420387506484985 (0.2328809838403355) | > loss_0: 2.478156566619873 (2.442455107515509) | > loss_gen: 2.112732410430908 (2.4722342166033657) | > loss_kl: 2.337024688720703 (2.907589067112316) | > loss_feat: 6.9244208335876465 (6.8815720948306) | > loss_mel: 17.97895050048828 (17.423828861930158) | > loss_duration: 2.219996452331543 (2.3366400762037802) | > loss_1: 31.573123931884766 (32.02186428416859)  --> STEP: 23 | > loss_disc: 2.6996915340423584 (2.453639299973198) | > loss_disc_real_0: 0.313619464635849 (0.1631356950687326) | > loss_disc_real_1: 0.24027292430400848 (0.20832925127900165) | > loss_disc_real_2: 0.22004097700119019 (0.2268824629161669) | > loss_disc_real_3: 0.28156593441963196 (0.2508973718985268) | > loss_disc_real_4: 0.3124067187309265 (0.2606358592924865) | > loss_disc_real_5: 0.3194480538368225 (0.23664476949235666) | > loss_0: 2.6996915340423584 (2.453639299973198) | > loss_gen: 2.8164150714874268 (2.487198601598325) | > loss_kl: 2.868910312652588 (2.9059073821358057) | > loss_feat: 5.8939127922058105 (6.838630386020826) | > loss_mel: 17.136354446411133 (17.411329974298898) | > loss_duration: 2.264310836791992 (2.3334953266641376) | > loss_1: 30.979904174804688 (31.97656167071799)  --> STEP: 24 | > loss_disc: 2.323347330093384 (2.4482104678948726) | > loss_disc_real_0: 0.2045861929655075 (0.1648627991477649) | > loss_disc_real_1: 0.2850552797317505 (0.2115261691311995) | > loss_disc_real_2: 0.1477925181388855 (0.22358704855044684) | > loss_disc_real_3: 0.2114042043685913 (0.24925182325144615) | > loss_disc_real_4: 0.21261204779148102 (0.25863486714661127) | > loss_disc_real_5: 0.20966817438602448 (0.2355207446962595) | > loss_0: 2.323347330093384 (2.4482104678948726) | > loss_gen: 2.568887710571289 (2.490602314472199) | > loss_kl: 2.983405351638794 (2.9091364641984305) | > loss_feat: 5.355458736419678 (6.776831567287445) | > loss_mel: 15.23105239868164 (17.320485075314846) | > loss_duration: 2.4654603004455566 (2.3389938672383637) | > loss_1: 28.604263305664062 (31.836049238840744)  --> STEP: 25 | > loss_disc: 2.671422004699707 (2.457138929367066) | > loss_disc_real_0: 0.16339011490345 (0.1648038917779923) | > loss_disc_real_1: 0.27515801787376404 (0.2140714430809021) | > loss_disc_real_2: 0.30659258365631104 (0.22690726995468138) | > loss_disc_real_3: 0.2735380232334137 (0.25022327125072485) | > loss_disc_real_4: 0.28556740283966064 (0.25971216857433327) | > loss_disc_real_5: 0.29385021328926086 (0.23785392343997955) | > loss_0: 2.671422004699707 (2.457138929367066) | > loss_gen: 2.4191317558288574 (2.4877434921264654) | > loss_kl: 2.8181397914886475 (2.905496597290039) | > loss_feat: 6.457499027252197 (6.764058265686035) | > loss_mel: 16.74079132080078 (17.29729732513428) | > loss_duration: 2.3967432975769043 (2.3413038444519056) | > loss_1: 30.832305908203125 (31.79589950561524)  --> STEP: 26 | > loss_disc: 2.9199256896972656 (2.474938420148997) | > loss_disc_real_0: 0.1989070475101471 (0.1661155516138444) | > loss_disc_real_1: 0.23071525990962982 (0.214711589882007) | > loss_disc_real_2: 0.23376694321632385 (0.22717110354166764) | > loss_disc_real_3: 0.27600839734077454 (0.25121500686957293) | > loss_disc_real_4: 0.36529695987701416 (0.2637731220859748) | > loss_disc_real_5: 0.2830100953578949 (0.2395906992829763) | > loss_0: 2.9199256896972656 (2.474938420148997) | > loss_gen: 1.838531494140625 (2.4627737998962407) | > loss_kl: 2.6272130012512207 (2.894793382057777) | > loss_feat: 2.140258550643921 (6.586219815107492) | > loss_mel: 10.54288387298584 (17.03751219235934) | > loss_duration: 2.3101887702941895 (2.340107110830455) | > loss_1: 19.459075927734375 (31.32140629108136) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022809780561006987 (-0.00017511844635009722) | > avg_loss_disc: 2.474938420148997 (+0.05227165955763757) | > avg_loss_disc_real_0: 0.1661155516138444 (+0.038550024422315476) | > avg_loss_disc_real_1: 0.214711589882007 (+0.0782520240889146) | > avg_loss_disc_real_2: 0.22717110354166764 (+0.01996042407475984) | > avg_loss_disc_real_3: 0.25121500686957293 (+0.012776202307297702) | > avg_loss_disc_real_4: 0.2637731220859748 (+0.03907256000317064) | > avg_loss_disc_real_5: 0.2395906992829763 (+0.0335818282686747) | > avg_loss_0: 2.474938420148997 (+0.05227165955763757) | > avg_loss_gen: 2.4627737998962407 (+0.31999687506602426) | > avg_loss_kl: 2.894793382057777 (+0.020389584394601812) | > avg_loss_feat: 6.586219815107492 (+0.12164339652428247) | > avg_loss_mel: 17.03751219235934 (-0.04036232141347895) | > avg_loss_duration: 2.340107110830455 (+0.005796056527359372) | > avg_loss_1: 31.32140629108136 (+0.4274633847750202)  > EPOCH: 622/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:38:02)   --> TIME: 2024-06-11 18:38:09 -- STEP: 14/330 -- GLOBAL_STEP: 293275 | > loss_disc: 2.3969712257385254 (2.358171275683812) | > loss_disc_real_0: 0.08436841517686844 (0.10044589532273156) | > loss_disc_real_1: 0.23874081671237946 (0.20103334103311812) | > loss_disc_real_2: 0.21583592891693115 (0.21078635858637945) | > loss_disc_real_3: 0.23162293434143066 (0.23321995564869472) | > loss_disc_real_4: 0.20357030630111694 (0.231339587696961) | > loss_disc_real_5: 0.20341695845127106 (0.22987544536590576) | > loss_0: 2.3969712257385254 (2.358171275683812) | > grad_norm_0: tensor(4.6089, device='cuda:0') (tensor(8.8544, device='cuda:0')) | > loss_gen: 2.3084633350372314 (2.4567876202719554) | > loss_kl: 1.809935450553894 (1.962462876524244) | > loss_feat: 6.909239292144775 (6.683431897844587) | > loss_mel: 16.31089210510254 (17.84677355630057) | > loss_duration: 2.046326160430908 (2.092296694006239) | > loss_1: 29.384857177734375 (31.04175308772496) | > grad_norm_1: tensor(71.6555, device='cuda:0') (tensor(80.7778, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.5798 (0.3803051710128784) | > loader_time: 0.0031 (0.00325204644884382)  --> TIME: 2024-06-11 18:38:18 -- STEP: 39/330 -- GLOBAL_STEP: 293300 | > loss_disc: 2.3396382331848145 (2.336271438843164) | > loss_disc_real_0: 0.15791955590248108 (0.1059807281081493) | > loss_disc_real_1: 0.1792902946472168 (0.1964256824591221) | > loss_disc_real_2: 0.21247610449790955 (0.20972408545322907) | > loss_disc_real_3: 0.1865614503622055 (0.22845292893739846) | > loss_disc_real_4: 0.1912544071674347 (0.2289130573089306) | > loss_disc_real_5: 0.24416367709636688 (0.22548940051824617) | > loss_0: 2.3396382331848145 (2.336271438843164) | > grad_norm_0: tensor(9.6507, device='cuda:0') (tensor(8.6983, device='cuda:0')) | > loss_gen: 2.506117105484009 (2.4908217955858287) | > loss_kl: 1.9525858163833618 (1.9394681270305927) | > loss_feat: 7.198829650878906 (6.968507840083196) | > loss_mel: 17.475074768066406 (17.683383501493015) | > loss_duration: 2.0281424522399902 (2.0300233333538733) | > loss_1: 31.160751342773438 (31.112204869588215) | > grad_norm_1: tensor(46.9334, device='cuda:0') (tensor(83.3796, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3675 (0.36754614267593777) | > loader_time: 0.004 (0.003275125454633664)  --> TIME: 2024-06-11 18:38:27 -- STEP: 64/330 -- GLOBAL_STEP: 293325 | > loss_disc: 2.33988356590271 (2.35931819677353) | > loss_disc_real_0: 0.11619053035974503 (0.10906540614087135) | > loss_disc_real_1: 0.18613629043102264 (0.19771829876117408) | > loss_disc_real_2: 0.21656534075737 (0.21238442417234182) | > loss_disc_real_3: 0.23317642509937286 (0.23022576654329896) | > loss_disc_real_4: 0.22044935822486877 (0.2321636457927525) | > loss_disc_real_5: 0.21333448588848114 (0.22665811935439706) | > loss_0: 2.33988356590271 (2.35931819677353) | > grad_norm_0: tensor(5.4484, device='cuda:0') (tensor(8.3914, device='cuda:0')) | > loss_gen: 2.3239617347717285 (2.4684578478336334) | > loss_kl: 1.9217473268508911 (1.9492355417460203) | > loss_feat: 7.410484313964844 (6.969733379781246) | > loss_mel: 17.695404052734375 (17.70644575357437) | > loss_duration: 1.9963973760604858 (2.0102685932070012) | > loss_1: 31.347993850708008 (31.104141265153885) | > grad_norm_1: tensor(71.2920, device='cuda:0') (tensor(82.5339, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3601 (0.366134200245142) | > loader_time: 0.0033 (0.003353908658027649)  --> TIME: 2024-06-11 18:38:37 -- STEP: 89/330 -- GLOBAL_STEP: 293350 | > loss_disc: 2.284851312637329 (2.359644935372171) | > loss_disc_real_0: 0.1001698300242424 (0.10949178592542584) | > loss_disc_real_1: 0.19866997003555298 (0.19769257039166577) | > loss_disc_real_2: 0.2302066534757614 (0.21136956837739837) | > loss_disc_real_3: 0.25187718868255615 (0.22993755692176604) | > loss_disc_real_4: 0.24336567521095276 (0.23171411655592114) | > loss_disc_real_5: 0.260408878326416 (0.22604031693399623) | > loss_0: 2.284851312637329 (2.359644935372171) | > grad_norm_0: tensor(7.9830, device='cuda:0') (tensor(8.2768, device='cuda:0')) | > loss_gen: 2.6516623497009277 (2.465278028102403) | > loss_kl: 2.0444443225860596 (1.9542159819870852) | > loss_feat: 7.523931980133057 (6.941204312142362) | > loss_mel: 17.80849266052246 (17.644602336240613) | > loss_duration: 2.011270523071289 (2.0029525087120823) | > loss_1: 32.03980255126953 (31.008253311843013) | > grad_norm_1: tensor(57.0283, device='cuda:0') (tensor(88.4222, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3614 (0.36611812838007896) | > loader_time: 0.0038 (0.0034187081154812586)  --> TIME: 2024-06-11 18:38:46 -- STEP: 114/330 -- GLOBAL_STEP: 293375 | > loss_disc: 2.366013288497925 (2.359286776760169) | > loss_disc_real_0: 0.09631387889385223 (0.1100462691433597) | > loss_disc_real_1: 0.21011678874492645 (0.19767265427008016) | > loss_disc_real_2: 0.22942300140857697 (0.2113518765882442) | > loss_disc_real_3: 0.2544209659099579 (0.2294001598891459) | > loss_disc_real_4: 0.23866836726665497 (0.23251566669920035) | > loss_disc_real_5: 0.22146344184875488 (0.2250401243044619) | > loss_0: 2.366013288497925 (2.359286776760169) | > grad_norm_0: tensor(6.8687, device='cuda:0') (tensor(8.4470, device='cuda:0')) | > loss_gen: 2.5269722938537598 (2.470551185440599) | > loss_kl: 2.1699600219726562 (1.9625023530240644) | > loss_feat: 7.174812316894531 (6.963254142225835) | > loss_mel: 17.904123306274414 (17.601476853353933) | > loss_duration: 2.009782314300537 (2.003217872820403) | > loss_1: 31.7856502532959 (31.001002562673467) | > grad_norm_1: tensor(112.5506, device='cuda:0') (tensor(88.1848, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3752 (0.3660643519016734) | > loader_time: 0.0039 (0.0035621429744519687)  --> TIME: 2024-06-11 18:38:56 -- STEP: 139/330 -- GLOBAL_STEP: 293400 | > loss_disc: 2.368537425994873 (2.362046217746873) | > loss_disc_real_0: 0.13880658149719238 (0.11132291222004582) | > loss_disc_real_1: 0.21031272411346436 (0.19752633850351514) | > loss_disc_real_2: 0.20327375829219818 (0.21184478528636827) | > loss_disc_real_3: 0.20687583088874817 (0.23034434953181865) | > loss_disc_real_4: 0.2145691066980362 (0.23194543802909715) | > loss_disc_real_5: 0.20135559141635895 (0.22397682038571337) | > loss_0: 2.368537425994873 (2.362046217746873) | > grad_norm_0: tensor(22.0962, device='cuda:0') (tensor(8.9240, device='cuda:0')) | > loss_gen: 2.4174699783325195 (2.470961371771723) | > loss_kl: 2.0842535495758057 (1.9680424431245105) | > loss_feat: 6.893075466156006 (6.981551938777347) | > loss_mel: 17.237730026245117 (17.609117068832724) | > loss_duration: 2.064143657684326 (2.0077706678308176) | > loss_1: 30.696674346923828 (31.037443655000317) | > grad_norm_1: tensor(299.9122, device='cuda:0') (tensor(90.6003, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3848 (0.36748539458075874) | > loader_time: 0.0041 (0.0036767746904771107)  --> TIME: 2024-06-11 18:39:05 -- STEP: 164/330 -- GLOBAL_STEP: 293425 | > loss_disc: 2.406301498413086 (2.367439767209495) | > loss_disc_real_0: 0.1404101848602295 (0.11247023776537035) | > loss_disc_real_1: 0.20377852022647858 (0.19776451960206037) | > loss_disc_real_2: 0.20816770195960999 (0.21251354957135715) | > loss_disc_real_3: 0.2731570899486542 (0.2307192413363515) | > loss_disc_real_4: 0.21982675790786743 (0.23220097073694554) | > loss_disc_real_5: 0.22788465023040771 (0.22434911013739864) | > loss_0: 2.406301498413086 (2.367439767209495) | > grad_norm_0: tensor(33.1100, device='cuda:0') (tensor(11.2037, device='cuda:0')) | > loss_gen: 2.4791905879974365 (2.469244769433649) | > loss_kl: 1.962450385093689 (1.9778489608590195) | > loss_feat: 6.631648540496826 (6.971284636637059) | > loss_mel: 17.018047332763672 (17.583629677935345) | > loss_duration: 2.0797882080078125 (2.011505800049479) | > loss_1: 30.171125411987305 (31.01351392559889) | > grad_norm_1: tensor(60.0391, device='cuda:0') (tensor(117.0163, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3736 (0.3693663201680998) | > loader_time: 0.0048 (0.0037782555673180557)  --> TIME: 2024-06-11 18:39:15 -- STEP: 189/330 -- GLOBAL_STEP: 293450 | > loss_disc: 2.4168291091918945 (2.3718211537315734) | > loss_disc_real_0: 0.10707573592662811 (0.11371093712471149) | > loss_disc_real_1: 0.18020731210708618 (0.1978796491074184) | > loss_disc_real_2: 0.21651850640773773 (0.21262986626889974) | > loss_disc_real_3: 0.2396102398633957 (0.2311430129582289) | > loss_disc_real_4: 0.2466413527727127 (0.23300916382244655) | > loss_disc_real_5: 0.2511357367038727 (0.22465646795179478) | > loss_0: 2.4168291091918945 (2.3718211537315734) | > grad_norm_0: tensor(43.9536, device='cuda:0') (tensor(13.1464, device='cuda:0')) | > loss_gen: 2.5432381629943848 (2.469694256151794) | > loss_kl: 1.9113423824310303 (1.9822309118099313) | > loss_feat: 6.993096828460693 (6.969318881867424) | > loss_mel: 17.17104148864746 (17.56511657957046) | > loss_duration: 2.078181266784668 (2.0184378188753875) | > loss_1: 30.6968994140625 (31.00479854603924) | > grad_norm_1: tensor(443.9861, device='cuda:0') (tensor(140.7404, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.3955 (0.37248580796378) | > loader_time: 0.0064 (0.0039226050099367814)  --> TIME: 2024-06-11 18:39:26 -- STEP: 214/330 -- GLOBAL_STEP: 293475 | > loss_disc: 2.5009937286376953 (2.372571235505221) | > loss_disc_real_0: 0.16381904482841492 (0.11477242497222445) | > loss_disc_real_1: 0.21394655108451843 (0.19867344451284857) | > loss_disc_real_2: 0.2340204268693924 (0.21271203722909235) | > loss_disc_real_3: 0.27491065859794617 (0.23081337012977243) | > loss_disc_real_4: 0.24980749189853668 (0.2322327690286057) | > loss_disc_real_5: 0.27619248628616333 (0.22441167857880903) | > loss_0: 2.5009937286376953 (2.372571235505221) | > grad_norm_0: tensor(83.1615, device='cuda:0') (tensor(15.9529, device='cuda:0')) | > loss_gen: 2.4107439517974854 (2.471936222548797) | > loss_kl: 2.0124094486236572 (1.9909900209614049) | > loss_feat: 5.704686164855957 (6.955409036618527) | > loss_mel: 16.71079444885254 (17.518852875611483) | > loss_duration: 2.1249217987060547 (2.026286891130643) | > loss_1: 28.96355628967285 (30.96347514714036) | > grad_norm_1: tensor(421.1400, device='cuda:0') (tensor(162.2521, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.4014 (0.3769125693312315) | > loader_time: 0.0052 (0.004067324032293304)  --> TIME: 2024-06-11 18:39:37 -- STEP: 239/330 -- GLOBAL_STEP: 293500 | > loss_disc: 2.1939268112182617 (2.369291896101821) | > loss_disc_real_0: 0.07840470969676971 (0.114195075727781) | > loss_disc_real_1: 0.18316206336021423 (0.19874491495816782) | > loss_disc_real_2: 0.19896122813224792 (0.21238683862416818) | > loss_disc_real_3: 0.19842055439949036 (0.2303288052770383) | > loss_disc_real_4: 0.20037156343460083 (0.23196755698784624) | > loss_disc_real_5: 0.19699005782604218 (0.2240275216900654) | > loss_0: 2.1939268112182617 (2.369291896101821) | > grad_norm_0: tensor(23.9848, device='cuda:0') (tensor(18.7247, device='cuda:0')) | > loss_gen: 2.644787549972534 (2.4842805722767345) | > loss_kl: 2.071920394897461 (1.9988114090644167) | > loss_feat: 7.414780616760254 (6.980432422590056) | > loss_mel: 17.213111877441406 (17.464841906495664) | > loss_duration: 2.0706443786621094 (2.0348227707411963) | > loss_1: 31.415245056152344 (30.963189152992918) | > grad_norm_1: tensor(466.9453, device='cuda:0') (tensor(190.4885, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.4241 (0.38161449352567667) | > loader_time: 0.0056 (0.004201428162004159) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_293500.pth  --> TIME: 2024-06-11 18:39:52 -- STEP: 264/330 -- GLOBAL_STEP: 293525 | > loss_disc: 2.428152561187744 (2.3702476223309845) | > loss_disc_real_0: 0.13601672649383545 (0.11610409545458177) | > loss_disc_real_1: 0.21806471049785614 (0.19865079297486582) | > loss_disc_real_2: 0.17489512264728546 (0.21248245922227701) | > loss_disc_real_3: 0.24462847411632538 (0.23060341760741943) | > loss_disc_real_4: 0.24766546487808228 (0.23157358372753317) | > loss_disc_real_5: 0.22427555918693542 (0.22385268793864685) | > loss_0: 2.428152561187744 (2.3702476223309845) | > grad_norm_0: tensor(27.7894, device='cuda:0') (tensor(21.0262, device='cuda:0')) | > loss_gen: 2.3323557376861572 (2.486274232467016) | > loss_kl: 2.1276895999908447 (2.0060359054442602) | > loss_feat: 6.7834014892578125 (6.99205442269643) | > loss_mel: 16.764917373657227 (17.40870514060511) | > loss_duration: 2.1555421352386475 (2.042679524331383) | > loss_1: 30.16390609741211 (30.935749277924046) | > grad_norm_1: tensor(465.0460, device='cuda:0') (tensor(214.9387, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.4348 (0.3864568390629508) | > loader_time: 0.0056 (0.004359267877809929)  --> TIME: 2024-06-11 18:40:04 -- STEP: 289/330 -- GLOBAL_STEP: 293550 | > loss_disc: 2.406562089920044 (2.3699478517354162) | > loss_disc_real_0: 0.11075276881456375 (0.11680909448583646) | > loss_disc_real_1: 0.2153087705373764 (0.19881871445781224) | > loss_disc_real_2: 0.20284545421600342 (0.21280785487597376) | > loss_disc_real_3: 0.24413368105888367 (0.23025419204705314) | > loss_disc_real_4: 0.23723766207695007 (0.23137888719672564) | > loss_disc_real_5: 0.23663713037967682 (0.2232211672517255) | > loss_0: 2.406562089920044 (2.3699478517354162) | > grad_norm_0: tensor(10.5034, device='cuda:0') (tensor(21.0937, device='cuda:0')) | > loss_gen: 2.4172515869140625 (2.481094659818498) | > loss_kl: 2.0470688343048096 (2.012856994533208) | > loss_feat: 6.241786479949951 (6.985700348256779) | > loss_mel: 16.80699348449707 (17.346272501566) | > loss_duration: 2.191995859146118 (2.0524739274516652) | > loss_1: 29.705095291137695 (30.878398466275225) | > grad_norm_1: tensor(117.3017, device='cuda:0') (tensor(217.0297, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.4453 (0.3918121809777917) | > loader_time: 0.0065 (0.004511111335358405)  --> TIME: 2024-06-11 18:40:16 -- STEP: 314/330 -- GLOBAL_STEP: 293575 | > loss_disc: 2.290512800216675 (2.3726393569047275) | > loss_disc_real_0: 0.11741891503334045 (0.11797046444266085) | > loss_disc_real_1: 0.1903143972158432 (0.19901519833476683) | > loss_disc_real_2: 0.20087796449661255 (0.21291386929287273) | > loss_disc_real_3: 0.23280936479568481 (0.23035585367755526) | > loss_disc_real_4: 0.21303236484527588 (0.23160592566250235) | > loss_disc_real_5: 0.2280997633934021 (0.22330342859599242) | > loss_0: 2.290512800216675 (2.3726393569047275) | > grad_norm_0: tensor(12.6514, device='cuda:0') (tensor(20.6754, device='cuda:0')) | > loss_gen: 2.5697617530822754 (2.474575978175849) | > loss_kl: 1.9604359865188599 (2.015073936456327) | > loss_feat: 7.946508407592773 (6.984249860617762) | > loss_mel: 17.502120971679688 (17.295809703268052) | > loss_duration: 2.2606539726257324 (2.0653601789930063) | > loss_1: 32.239479064941406 (30.835069680669505) | > grad_norm_1: tensor(192.6488, device='cuda:0') (tensor(214.2543, device='cuda:0')) | > current_lr_0: 0.0001850382400642192 | > current_lr_1: 0.0001850382400642192 | > step_time: 0.5275 (0.3999261590325909) | > loader_time: 0.0083 (0.004711902824936397)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2727670669555664 (2.2727670669555664) | > loss_disc_real_0: 0.17052143812179565 (0.17052143812179565) | > loss_disc_real_1: 0.13067714869976044 (0.13067714869976044) | > loss_disc_real_2: 0.17727366089820862 (0.17727366089820862) | > loss_disc_real_3: 0.1868245154619217 (0.1868245154619217) | > loss_disc_real_4: 0.15408943593502045 (0.15408943593502045) | > loss_disc_real_5: 0.21338236331939697 (0.21338236331939697) | > loss_0: 2.2727670669555664 (2.2727670669555664) | > loss_gen: 2.2127437591552734 (2.2127437591552734) | > loss_kl: 1.4010730981826782 (1.4010730981826782) | > loss_feat: 7.985512733459473 (7.985512733459473) | > loss_mel: 16.232067108154297 (16.232067108154297) | > loss_duration: 2.9470584392547607 (2.9470584392547607) | > loss_1: 30.778453826904297 (30.778453826904297)  --> STEP: 1 | > loss_disc: 2.246124029159546 (2.246124029159546) | > loss_disc_real_0: 0.06732794642448425 (0.06732794642448425) | > loss_disc_real_1: 0.14675284922122955 (0.14675284922122955) | > loss_disc_real_2: 0.19366391003131866 (0.19366391003131866) | > loss_disc_real_3: 0.20178014039993286 (0.20178014039993286) | > loss_disc_real_4: 0.20075909793376923 (0.20075909793376923) | > loss_disc_real_5: 0.2441278100013733 (0.2441278100013733) | > loss_0: 2.246124029159546 (2.246124029159546) | > loss_gen: 2.191380739212036 (2.191380739212036) | > loss_kl: 3.712895393371582 (3.712895393371582) | > loss_feat: 5.005220890045166 (5.005220890045166) | > loss_mel: 17.072221755981445 (17.072221755981445) | > loss_duration: 2.338909149169922 (2.338909149169922) | > loss_1: 30.320629119873047 (30.320629119873047)  --> STEP: 2 | > loss_disc: 2.610511541366577 (2.4283177852630615) | > loss_disc_real_0: 0.08466121554374695 (0.0759945809841156) | > loss_disc_real_1: 0.12798558175563812 (0.13736921548843384) | > loss_disc_real_2: 0.25083300471305847 (0.22224845737218857) | > loss_disc_real_3: 0.22398768365383148 (0.21288391202688217) | > loss_disc_real_4: 0.1864268034696579 (0.19359295070171356) | > loss_disc_real_5: 0.2385692298412323 (0.2413485199213028) | > loss_0: 2.610511541366577 (2.4283177852630615) | > loss_gen: 1.8424384593963623 (2.016909599304199) | > loss_kl: 3.2951812744140625 (3.5040383338928223) | > loss_feat: 5.8025407791137695 (5.403880834579468) | > loss_mel: 17.282865524291992 (17.17754364013672) | > loss_duration: 2.4965932369232178 (2.41775119304657) | > loss_1: 30.719619750976562 (30.520124435424805)  --> STEP: 3 | > loss_disc: 2.570502281188965 (2.475712617238363) | > loss_disc_real_0: 0.15343567728996277 (0.10180827975273132) | > loss_disc_real_1: 0.13148249685764313 (0.13540697594483694) | > loss_disc_real_2: 0.16277055442333221 (0.2024224897225698) | > loss_disc_real_3: 0.22581738233566284 (0.21719506879647574) | > loss_disc_real_4: 0.19987575709819794 (0.1956872195005417) | > loss_disc_real_5: 0.21639008820056915 (0.23302904268105826) | > loss_0: 2.570502281188965 (2.475712617238363) | > loss_gen: 1.865563154220581 (1.9664607842763264) | > loss_kl: 3.762206554412842 (3.5900944073994956) | > loss_feat: 5.169336318969727 (5.325699329376221) | > loss_mel: 16.05091094970703 (16.80199940999349) | > loss_duration: 2.271242380142212 (2.3689149220784507) | > loss_1: 29.119258880615234 (30.05316925048828)  --> STEP: 4 | > loss_disc: 2.322385787963867 (2.4373809099197388) | > loss_disc_real_0: 0.08858118951320648 (0.09850150719285011) | > loss_disc_real_1: 0.13175459206104279 (0.1344938799738884) | > loss_disc_real_2: 0.26622140407562256 (0.21837221831083298) | > loss_disc_real_3: 0.19629350304603577 (0.21196967735886574) | > loss_disc_real_4: 0.1459846943616867 (0.18326158821582794) | > loss_disc_real_5: 0.18641093373298645 (0.2213745154440403) | > loss_0: 2.322385787963867 (2.4373809099197388) | > loss_gen: 2.068553924560547 (1.9919840693473816) | > loss_kl: 3.3901779651641846 (3.5401152968406677) | > loss_feat: 5.5357770919799805 (5.378218770027161) | > loss_mel: 19.10544204711914 (17.377860069274902) | > loss_duration: 2.3027405738830566 (2.352371335029602) | > loss_1: 32.40269088745117 (30.640549659729004)  --> STEP: 5 | > loss_disc: 2.548539400100708 (2.4596126079559326) | > loss_disc_real_0: 0.1936977505683899 (0.11754075586795806) | > loss_disc_real_1: 0.22570525109767914 (0.15273615419864656) | > loss_disc_real_2: 0.22116298973560333 (0.21893037259578704) | > loss_disc_real_3: 0.2409844845533371 (0.21777263879776002) | > loss_disc_real_4: 0.26365944743156433 (0.19934116005897523) | > loss_disc_real_5: 0.25407132506370544 (0.22791387736797333) | > loss_0: 2.548539400100708 (2.4596126079559326) | > loss_gen: 2.327070951461792 (2.0590014457702637) | > loss_kl: 2.492553949356079 (3.33060302734375) | > loss_feat: 5.806365489959717 (5.463848114013672) | > loss_mel: 18.92340660095215 (17.686969375610353) | > loss_duration: 2.358440399169922 (2.353585147857666) | > loss_1: 31.9078369140625 (30.8940071105957)  --> STEP: 6 | > loss_disc: 2.38010311126709 (2.446361025174459) | > loss_disc_real_0: 0.10018308460712433 (0.11464781065781911) | > loss_disc_real_1: 0.14796127378940582 (0.15194034079710642) | > loss_disc_real_2: 0.20637528598308563 (0.21683785816033682) | > loss_disc_real_3: 0.26771271228790283 (0.22609598437945047) | > loss_disc_real_4: 0.20013225078582764 (0.19947300851345062) | > loss_disc_real_5: 0.19101397693157196 (0.22176389396190643) | > loss_0: 2.38010311126709 (2.446361025174459) | > loss_gen: 2.206641674041748 (2.0836081504821777) | > loss_kl: 3.2751986980438232 (3.3213689724604287) | > loss_feat: 6.33684778213501 (5.6093480587005615) | > loss_mel: 17.58171844482422 (17.669427553812664) | > loss_duration: 2.1996750831604004 (2.3279334704081216) | > loss_1: 31.600080490112305 (31.011686007181805)  --> STEP: 7 | > loss_disc: 2.49173641204834 (2.452843223299299) | > loss_disc_real_0: 0.04612668231129646 (0.10485907803688731) | > loss_disc_real_1: 0.17264652252197266 (0.1548983667578016) | > loss_disc_real_2: 0.14655834436416626 (0.20679792761802673) | > loss_disc_real_3: 0.22095653414726257 (0.22536177720342362) | > loss_disc_real_4: 0.19906513392925262 (0.19941474071570806) | > loss_disc_real_5: 0.1868048459291458 (0.21676974424294063) | > loss_0: 2.49173641204834 (2.452843223299299) | > loss_gen: 1.906627893447876 (2.0583252566201344) | > loss_kl: 3.9259936809539795 (3.4077439308166504) | > loss_feat: 6.466714859008789 (5.731829030173166) | > loss_mel: 17.174270629882812 (17.598690850394114) | > loss_duration: 2.4288644790649414 (2.3423521859305247) | > loss_1: 31.902469635009766 (31.138940811157227)  --> STEP: 8 | > loss_disc: 2.3035888671875 (2.434186428785324) | > loss_disc_real_0: 0.15214715898036957 (0.11077008815482259) | > loss_disc_real_1: 0.12446939945220947 (0.15109474584460258) | > loss_disc_real_2: 0.219430610537529 (0.20837701298296452) | > loss_disc_real_3: 0.2313041090965271 (0.22610456869006157) | > loss_disc_real_4: 0.21153198182582855 (0.20092939585447311) | > loss_disc_real_5: 0.22612661123275757 (0.21793935261666775) | > loss_0: 2.3035888671875 (2.434186428785324) | > loss_gen: 2.411832809448242 (2.102513700723648) | > loss_kl: 3.065873146057129 (3.36501008272171) | > loss_feat: 8.372091293334961 (6.06186181306839) | > loss_mel: 19.109769821166992 (17.787575721740723) | > loss_duration: 2.215147018432617 (2.326451539993286) | > loss_1: 35.174713134765625 (31.643412351608276)  --> STEP: 9 | > loss_disc: 2.4878599643707275 (2.44015015496148) | > loss_disc_real_0: 0.09688501060009003 (0.1092273017598523) | > loss_disc_real_1: 0.14483055472373962 (0.15039872460895115) | > loss_disc_real_2: 0.22082680463790894 (0.20976032316684723) | > loss_disc_real_3: 0.2104283571243286 (0.22436276740498012) | > loss_disc_real_4: 0.21331988275051117 (0.20230611662069956) | > loss_disc_real_5: 0.21165315806865692 (0.21724088655577767) | > loss_0: 2.4878599643707275 (2.44015015496148) | > loss_gen: 2.0547220706939697 (2.0972035196092396) | > loss_kl: 2.922410249710083 (3.315832323498196) | > loss_feat: 8.313600540161133 (6.312055004967584) | > loss_mel: 18.710071563720703 (17.8900752597385) | > loss_duration: 2.143609046936035 (2.3061357074313693) | > loss_1: 34.144412994384766 (31.921301311916775)  --> STEP: 10 | > loss_disc: 2.612131118774414 (2.4573482513427733) | > loss_disc_real_0: 0.13804194331169128 (0.1121087659150362) | > loss_disc_real_1: 0.166193887591362 (0.15197824090719222) | > loss_disc_real_2: 0.2813776433467865 (0.21692205518484114) | > loss_disc_real_3: 0.29134970903396606 (0.2310614615678787) | > loss_disc_real_4: 0.25753477215766907 (0.20782898217439652) | > loss_disc_real_5: 0.3016699254512787 (0.22568379044532777) | > loss_0: 2.612131118774414 (2.4573482513427733) | > loss_gen: 2.4252448081970215 (2.1300076484680175) | > loss_kl: 2.5849759578704834 (3.242746686935425) | > loss_feat: 5.5814313888549805 (6.238992643356323) | > loss_mel: 17.186782836914062 (17.819746017456055) | > loss_duration: 2.295848846435547 (2.305107021331787) | > loss_1: 30.07428550720215 (31.736599731445313)  --> STEP: 11 | > loss_disc: 2.531127452850342 (2.464055451479825) | > loss_disc_real_0: 0.19509102404117584 (0.11965260756286708) | > loss_disc_real_1: 0.1203414723277092 (0.14910217103633014) | > loss_disc_real_2: 0.20472818613052368 (0.21581352163444867) | > loss_disc_real_3: 0.22017733752727509 (0.23007199574600568) | > loss_disc_real_4: 0.202798530459404 (0.20737166838212448) | > loss_disc_real_5: 0.22738823294639587 (0.2258387397636067) | > loss_0: 2.531127452850342 (2.464055451479825) | > loss_gen: 2.1252968311309814 (2.1295793923464688) | > loss_kl: 3.4716947078704834 (3.2635601433840664) | > loss_feat: 6.802060604095459 (6.290180639787153) | > loss_mel: 15.885478019714355 (17.64390347220681) | > loss_duration: 2.5417652130126953 (2.326621402393688) | > loss_1: 30.826295852661133 (31.653844833374023)  --> STEP: 12 | > loss_disc: 2.5449719429016113 (2.4707984924316406) | > loss_disc_real_0: 0.053432151675224304 (0.11413423623889685) | > loss_disc_real_1: 0.15098753571510315 (0.1492592847595612) | > loss_disc_real_2: 0.20118719339370728 (0.2145946609477202) | > loss_disc_real_3: 0.23312513530254364 (0.23032642404238382) | > loss_disc_real_4: 0.20379193127155304 (0.20707335695624352) | > loss_disc_real_5: 0.2616584002971649 (0.22882371147473654) | > loss_0: 2.5449719429016113 (2.4707984924316406) | > loss_gen: 1.8629800081253052 (2.107362776994705) | > loss_kl: 3.0769059658050537 (3.2480056285858154) | > loss_feat: 4.754677772521973 (6.162222067515056) | > loss_mel: 16.7229061126709 (17.567153692245483) | > loss_duration: 2.248408794403076 (2.3201036850611367) | > loss_1: 28.665878295898438 (31.404847621917725)  --> STEP: 13 | > loss_disc: 2.414074420928955 (2.4664351023160496) | > loss_disc_real_0: 0.12410435080528259 (0.11490116812861882) | > loss_disc_real_1: 0.15025116503238678 (0.14933558324208626) | > loss_disc_real_2: 0.20938818156719208 (0.21419416253383344) | > loss_disc_real_3: 0.2323974370956421 (0.2304857327387883) | > loss_disc_real_4: 0.19971372187137604 (0.20650723118048447) | > loss_disc_real_5: 0.20441105961799622 (0.2269458151780642) | > loss_0: 2.414074420928955 (2.4664351023160496) | > loss_gen: 2.037144184112549 (2.1019613467730007) | > loss_kl: 3.0145344734191895 (3.2300463089576135) | > loss_feat: 6.144088268280029 (6.160827159881592) | > loss_mel: 14.648247718811035 (17.342622463519756) | > loss_duration: 2.2496249675750732 (2.3146822452545166) | > loss_1: 28.093637466430664 (31.15013914841872)  --> STEP: 14 | > loss_disc: 2.360687255859375 (2.458881684712001) | > loss_disc_real_0: 0.07646682858467102 (0.11215585816119399) | > loss_disc_real_1: 0.06567171961069107 (0.1433595929827009) | > loss_disc_real_2: 0.16946150362491608 (0.2109989726117679) | > loss_disc_real_3: 0.25549614429473877 (0.23227219070707047) | > loss_disc_real_4: 0.21640370786190033 (0.20721412237201417) | > loss_disc_real_5: 0.2189115583896637 (0.22637193969317845) | > loss_0: 2.360687255859375 (2.458881684712001) | > loss_gen: 2.139239549636841 (2.1046240755489896) | > loss_kl: 3.79404616355896 (3.27033201285771) | > loss_feat: 6.726169109344482 (6.20120872770037) | > loss_mel: 18.422008514404297 (17.419721467154368) | > loss_duration: 2.2853410243988037 (2.3125864437648227) | > loss_1: 33.36680221557617 (31.30847222464425)  --> STEP: 15 | > loss_disc: 2.56644868850708 (2.4660528182983397) | > loss_disc_real_0: 0.26002997159957886 (0.12201413239041964) | > loss_disc_real_1: 0.13981503248214722 (0.14312328894933066) | > loss_disc_real_2: 0.18684253096580505 (0.20938854316870373) | > loss_disc_real_3: 0.19919997453689575 (0.23006737629572552) | > loss_disc_real_4: 0.14605028927326202 (0.20313653349876404) | > loss_disc_real_5: 0.13273578882217407 (0.22012952963511148) | > loss_0: 2.56644868850708 (2.4660528182983397) | > loss_gen: 2.2140953540802 (2.1119221607844034) | > loss_kl: 3.399749517440796 (3.278959846496582) | > loss_feat: 9.062317848205566 (6.39194933573405) | > loss_mel: 17.281694412231445 (17.41051966349284) | > loss_duration: 2.3447256088256836 (2.3147290547688804) | > loss_1: 34.30258560180664 (31.508079783121744)  --> STEP: 16 | > loss_disc: 2.566446542739868 (2.4723274260759354) | > loss_disc_real_0: 0.16143493354320526 (0.12447793246246874) | > loss_disc_real_1: 0.14172446727752686 (0.1430358625948429) | > loss_disc_real_2: 0.19426769018173218 (0.208443489857018) | > loss_disc_real_3: 0.2792375087738037 (0.2331405095756054) | > loss_disc_real_4: 0.20996050536632538 (0.20356303174048662) | > loss_disc_real_5: 0.26271548867225647 (0.22279115207493305) | > loss_0: 2.566446542739868 (2.4723274260759354) | > loss_gen: 2.1121010780334473 (2.1119333431124687) | > loss_kl: 2.980309009552002 (3.2602941691875458) | > loss_feat: 5.761237144470215 (6.35252982378006) | > loss_mel: 17.266836166381836 (17.4015394449234) | > loss_duration: 2.38278865814209 (2.318982779979706) | > loss_1: 30.503273010253906 (31.445279359817505)  --> STEP: 17 | > loss_disc: 2.433736562728882 (2.4700573752908146) | > loss_disc_real_0: 0.11232692748308182 (0.12376316746368128) | > loss_disc_real_1: 0.0972251147031784 (0.14034111271886265) | > loss_disc_real_2: 0.24102388322353363 (0.2103599835844601) | > loss_disc_real_3: 0.25452297925949097 (0.2343983019099516) | > loss_disc_real_4: 0.20375876128673553 (0.20357454524320714) | > loss_disc_real_5: 0.2734878361225128 (0.2257733099600848) | > loss_0: 2.433736562728882 (2.4700573752908146) | > loss_gen: 2.197326898574829 (2.116956493433784) | > loss_kl: 2.6899733543395996 (3.226745885961196) | > loss_feat: 6.797634124755859 (6.378712429719813) | > loss_mel: 17.492721557617188 (17.40690309861127) | > loss_duration: 2.3741958141326904 (2.3222306055181168) | > loss_1: 31.551851272583008 (31.451548295862533)  --> STEP: 18 | > loss_disc: 2.721604347229004 (2.4840322070651584) | > loss_disc_real_0: 0.17735613882541656 (0.12674055476155546) | > loss_disc_real_1: 0.1803285926580429 (0.14256263938215044) | > loss_disc_real_2: 0.1797916442155838 (0.2086617425084114) | > loss_disc_real_3: 0.2004511058330536 (0.23251234657234615) | > loss_disc_real_4: 0.1624613106250763 (0.20129047665331098) | > loss_disc_real_5: 0.1223854050040245 (0.2200295374625259) | > loss_0: 2.721604347229004 (2.4840322070651584) | > loss_gen: 1.7293376922607422 (2.0954221155908375) | > loss_kl: 2.16934871673584 (3.1680015987820096) | > loss_feat: 6.259799957275391 (6.372106181250678) | > loss_mel: 13.830641746520996 (17.208221912384033) | > loss_duration: 2.2405240535736084 (2.317691352632311) | > loss_1: 26.229652404785156 (31.16144296858046)  --> STEP: 19 | > loss_disc: 2.4304592609405518 (2.4812125783217582) | > loss_disc_real_0: 0.14790061116218567 (0.127854241940536) | > loss_disc_real_1: 0.10843183845281601 (0.14076628143850126) | > loss_disc_real_2: 0.21583326160907745 (0.20903919088213066) | > loss_disc_real_3: 0.20877090096473694 (0.23126279680352463) | > loss_disc_real_4: 0.20452532172203064 (0.20146073165692782) | > loss_disc_real_5: 0.20901460945606232 (0.21944980440955414) | > loss_0: 2.4304592609405518 (2.4812125783217582) | > loss_gen: 2.1523303985595703 (2.0984172883786654) | > loss_kl: 2.4050827026367188 (3.1278479726690995) | > loss_feat: 6.832302093505859 (6.396327018737793) | > loss_mel: 16.99388885498047 (17.196941225152266) | > loss_duration: 2.305598020553589 (2.3170548614702726) | > loss_1: 30.68920135498047 (31.136588146812038)  --> STEP: 20 | > loss_disc: 2.4565536975860596 (2.479979634284973) | > loss_disc_real_0: 0.10902130603790283 (0.12691259514540434) | > loss_disc_real_1: 0.1636625975370407 (0.14191109724342824) | > loss_disc_real_2: 0.2368437647819519 (0.21042941957712175) | > loss_disc_real_3: 0.17317649722099304 (0.22835848182439805) | > loss_disc_real_4: 0.14576612412929535 (0.1986760012805462) | > loss_disc_real_5: 0.14044544100761414 (0.21549958623945714) | > loss_0: 2.4565536975860596 (2.479979634284973) | > loss_gen: 1.7651786804199219 (2.081755357980728) | > loss_kl: 2.450024366378784 (3.0939567923545837) | > loss_feat: 4.830085754394531 (6.3180149555206295) | > loss_mel: 16.163440704345703 (17.145266199111937) | > loss_duration: 2.2971596717834473 (2.3160601019859315) | > loss_1: 27.505887985229492 (30.95505313873291)  --> STEP: 21 | > loss_disc: 2.3371710777282715 (2.473179226829892) | > loss_disc_real_0: 0.09334232658147812 (0.1253140109280745) | > loss_disc_real_1: 0.21313336491584778 (0.14530263379925773) | > loss_disc_real_2: 0.186380535364151 (0.20928423461459933) | > loss_disc_real_3: 0.17603738605976105 (0.22586700107370103) | > loss_disc_real_4: 0.19469879567623138 (0.19848661053748357) | > loss_disc_real_5: 0.18847839534282684 (0.2142128628634271) | > loss_0: 2.3371710777282715 (2.473179226829892) | > loss_gen: 2.11460280418396 (2.083319522085644) | > loss_kl: 2.1089158058166504 (3.0470500787099204) | > loss_feat: 5.174834728240967 (6.263577801840646) | > loss_mel: 14.02139663696289 (16.99651050567627) | > loss_duration: 2.1771655082702637 (2.3094460737137568) | > loss_1: 25.59691619873047 (30.699903760637557)  --> STEP: 22 | > loss_disc: 2.273711919784546 (2.4641125310551035) | > loss_disc_real_0: 0.06763236224651337 (0.12269211780618537) | > loss_disc_real_1: 0.16594453155994415 (0.14624090187928893) | > loss_disc_real_2: 0.17765961587429047 (0.20784675194458527) | > loss_disc_real_3: 0.1912693977355957 (0.2242943827401508) | > loss_disc_real_4: 0.19120363891124725 (0.19815556637265466) | > loss_disc_real_5: 0.26465946435928345 (0.21650589020414787) | > loss_0: 2.273711919784546 (2.4641125310551035) | > loss_gen: 2.2496235370635986 (2.0908787954937327) | > loss_kl: 2.348834276199341 (3.015312996777621) | > loss_feat: 9.298269271850586 (6.401518323204734) | > loss_mel: 18.27752113342285 (17.05473826148293) | > loss_duration: 2.1866445541381836 (2.3038641864603218) | > loss_1: 34.36089324951172 (30.8663123737682)  --> STEP: 23 | > loss_disc: 2.5240912437438965 (2.466720301172008) | > loss_disc_real_0: 0.0679188072681427 (0.12031066952192265) | > loss_disc_real_1: 0.09735560417175293 (0.14411545415287433) | > loss_disc_real_2: 0.22585389018058777 (0.20862967099832452) | > loss_disc_real_3: 0.2527506649494171 (0.22553161240142325) | > loss_disc_real_4: 0.22594620287418365 (0.1993638549161994) | > loss_disc_real_5: 0.2689657211303711 (0.21878675241833148) | > loss_0: 2.5240912437438965 (2.466720301172008) | > loss_gen: 2.0297460556030273 (2.0882208502810933) | > loss_kl: 2.6576452255249023 (2.9997622241144595) | > loss_feat: 6.022885322570801 (6.385056018829346) | > loss_mel: 16.816768646240234 (17.04439175647238) | > loss_duration: 2.257589340209961 (2.3018522366233496) | > loss_1: 29.784635543823242 (30.81928294637929)  --> STEP: 24 | > loss_disc: 2.5923104286193848 (2.4719532231489816) | > loss_disc_real_0: 0.14303642511367798 (0.12125757600491245) | > loss_disc_real_1: 0.14982879161834717 (0.14435350988060236) | > loss_disc_real_2: 0.2655286192893982 (0.2110004605104526) | > loss_disc_real_3: 0.22334876656532288 (0.22544066049158573) | > loss_disc_real_4: 0.24468648433685303 (0.20125229780872664) | > loss_disc_real_5: 0.2864391803741455 (0.22160560358315706) | > loss_0: 2.5923104286193848 (2.4719532231489816) | > loss_gen: 2.1323771476745605 (2.0900606960058212) | > loss_kl: 2.7249464988708496 (2.9883115688959756) | > loss_feat: 4.875818729400635 (6.322171131769816) | > loss_mel: 17.347225189208984 (17.05700981616974) | > loss_duration: 2.4210286140441895 (2.306817919015885) | > loss_1: 29.50139617919922 (30.764370997746784)  --> STEP: 25 | > loss_disc: 2.580312967300415 (2.476287612915039) | > loss_disc_real_0: 0.06568608433008194 (0.11903471633791923) | > loss_disc_real_1: 0.08408264070749283 (0.14194267511367797) | > loss_disc_real_2: 0.1906309723854065 (0.21018568098545073) | > loss_disc_real_3: 0.24029342830181122 (0.22603477120399476) | > loss_disc_real_4: 0.18303123116493225 (0.20052345514297484) | > loss_disc_real_5: 0.20956739783287048 (0.2211240753531456) | > loss_0: 2.580312967300415 (2.476287612915039) | > loss_gen: 1.7440106868743896 (2.076218695640564) | > loss_kl: 2.514547348022461 (2.9693610000610353) | > loss_feat: 5.458459377288818 (6.287622661590576) | > loss_mel: 15.818520545959473 (17.00747024536133) | > loss_duration: 2.3638839721679688 (2.3091005611419684) | > loss_1: 27.89942169189453 (30.649773025512694)  --> STEP: 26 | > loss_disc: 2.8215713500976562 (2.489567756652832) | > loss_disc_real_0: 0.10823754221200943 (0.11861944040999962) | > loss_disc_real_1: 0.07509350031614304 (0.13937155300608048) | > loss_disc_real_2: 0.2344873547554016 (0.21112036074583346) | > loss_disc_real_3: 0.21743537485599518 (0.22570402519061014) | > loss_disc_real_4: 0.22123777866363525 (0.20132015989376947) | > loss_disc_real_5: 0.27490541338920593 (0.22319258835453254) | > loss_0: 2.8215713500976562 (2.489567756652832) | > loss_gen: 1.7262344360351562 (2.062757762578818) | > loss_kl: 2.493542432785034 (2.951060285935035) | > loss_feat: 6.739156246185303 (6.304989337921143) | > loss_mel: 19.93168067932129 (17.11993987743671) | > loss_duration: 2.321892023086548 (2.3095925404475293) | > loss_1: 33.21250534057617 (30.748339653015137) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025888773111196663 (+0.0003078992550189677) | > avg_loss_disc: 2.489567756652832 (+0.014629336503835244) | > avg_loss_disc_real_0: 0.11861944040999962 (-0.04749611120384477) | > avg_loss_disc_real_1: 0.13937155300608048 (-0.07534003687592652) | > avg_loss_disc_real_2: 0.21112036074583346 (-0.016050742795834183) | > avg_loss_disc_real_3: 0.22570402519061014 (-0.02551098167896279) | > avg_loss_disc_real_4: 0.20132015989376947 (-0.062452962192205336) | > avg_loss_disc_real_5: 0.22319258835453254 (-0.01639811092844376) | > avg_loss_0: 2.489567756652832 (+0.014629336503835244) | > avg_loss_gen: 2.062757762578818 (-0.40001603731742286) | > avg_loss_kl: 2.951060285935035 (+0.0562669038772583) | > avg_loss_feat: 6.304989337921143 (-0.28123047718634986) | > avg_loss_mel: 17.11993987743671 (+0.08242768507736997) | > avg_loss_duration: 2.3095925404475293 (-0.030514570382925932) | > avg_loss_1: 30.748339653015137 (-0.5730666380662228)  > EPOCH: 623/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:40:44)   --> TIME: 2024-06-11 18:40:48 -- STEP: 9/330 -- GLOBAL_STEP: 293600 | > loss_disc: 2.293863534927368 (2.3295218414730496) | > loss_disc_real_0: 0.09816083312034607 (0.1040453174048) | > loss_disc_real_1: 0.2272372841835022 (0.20187204082806906) | > loss_disc_real_2: 0.22100326418876648 (0.20887895094023812) | > loss_disc_real_3: 0.2539292871952057 (0.2270909928613239) | > loss_disc_real_4: 0.26370346546173096 (0.23397503627671135) | > loss_disc_real_5: 0.20189444720745087 (0.2264941996998257) | > loss_0: 2.293863534927368 (2.3295218414730496) | > grad_norm_0: tensor(7.8121, device='cuda:0') (tensor(9.0825, device='cuda:0')) | > loss_gen: 2.5816328525543213 (2.5231210125817194) | > loss_kl: 2.1235833168029785 (1.945379998948839) | > loss_feat: 6.73240852355957 (6.67314428753323) | > loss_mel: 17.921419143676758 (17.94841300116645) | > loss_duration: 2.070370674133301 (2.12968111038208) | > loss_1: 31.429412841796875 (31.219740125868057) | > grad_norm_1: tensor(60.5030, device='cuda:0') (tensor(77.9543, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.3466 (0.36791663699679905) | > loader_time: 0.0028 (0.002963807847764757)  --> TIME: 2024-06-11 18:40:57 -- STEP: 34/330 -- GLOBAL_STEP: 293625 | > loss_disc: 2.3379733562469482 (2.340879300061394) | > loss_disc_real_0: 0.08819781243801117 (0.10269335306742612) | > loss_disc_real_1: 0.1916293203830719 (0.20006283679429224) | > loss_disc_real_2: 0.20204679667949677 (0.20828315747134826) | > loss_disc_real_3: 0.2301301807165146 (0.22934926257413976) | > loss_disc_real_4: 0.243864506483078 (0.23248490165261662) | > loss_disc_real_5: 0.24447742104530334 (0.2273094662848641) | > loss_0: 2.3379733562469482 (2.340879300061394) | > grad_norm_0: tensor(10.6194, device='cuda:0') (tensor(8.6909, device='cuda:0')) | > loss_gen: 2.505645513534546 (2.4890456620384667) | > loss_kl: 1.9687169790267944 (1.9248214223805595) | > loss_feat: 7.395765781402588 (6.784170880037196) | > loss_mel: 18.35694122314453 (17.55231262655819) | > loss_duration: 2.027381658554077 (2.033325444249545) | > loss_1: 32.254451751708984 (30.783676203559427) | > grad_norm_1: tensor(324.0334, device='cuda:0') (tensor(99.0253, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.3479 (0.35739487058976116) | > loader_time: 0.0031 (0.003170146661646226)  --> TIME: 2024-06-11 18:41:06 -- STEP: 59/330 -- GLOBAL_STEP: 293650 | > loss_disc: 2.4785428047180176 (2.3579770427639195) | > loss_disc_real_0: 0.1252077966928482 (0.1069192801744251) | > loss_disc_real_1: 0.21844621002674103 (0.19815229889699967) | > loss_disc_real_2: 0.2094995230436325 (0.20930558720887718) | > loss_disc_real_3: 0.23956410586833954 (0.22995860319016342) | > loss_disc_real_4: 0.23659716546535492 (0.23047819809388306) | > loss_disc_real_5: 0.24197237193584442 (0.22231423602265826) | > loss_0: 2.4785428047180176 (2.3579770427639195) | > grad_norm_0: tensor(15.2811, device='cuda:0') (tensor(12.6940, device='cuda:0')) | > loss_gen: 2.389113664627075 (2.479617793681258) | > loss_kl: 2.0680642127990723 (1.9485374002133387) | > loss_feat: 6.9107346534729 (6.853938191624011) | > loss_mel: 17.042133331298828 (17.513696993811656) | > loss_duration: 1.9611979722976685 (2.012243016291473) | > loss_1: 30.371244430541992 (30.808033668388756) | > grad_norm_1: tensor(208.2365, device='cuda:0') (tensor(122.1676, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.383 (0.359792887154272) | > loader_time: 0.0033 (0.003370406263965671)  --> TIME: 2024-06-11 18:41:16 -- STEP: 84/330 -- GLOBAL_STEP: 293675 | > loss_disc: 2.356179714202881 (2.362416539873396) | > loss_disc_real_0: 0.10777340829372406 (0.10818060975344408) | > loss_disc_real_1: 0.20230673253536224 (0.19880914297841848) | > loss_disc_real_2: 0.2100060135126114 (0.20864891917223022) | > loss_disc_real_3: 0.20387983322143555 (0.23084806154171625) | > loss_disc_real_4: 0.24653196334838867 (0.23413544573954173) | > loss_disc_real_5: 0.19979538023471832 (0.22468759225947516) | > loss_0: 2.356179714202881 (2.362416539873396) | > grad_norm_0: tensor(20.5629, device='cuda:0') (tensor(13.6388, device='cuda:0')) | > loss_gen: 2.444279193878174 (2.480988090946561) | > loss_kl: 2.0297303199768066 (1.9656266399792262) | > loss_feat: 6.912135124206543 (6.9315662894930155) | > loss_mel: 17.298738479614258 (17.5164544922965) | > loss_duration: 2.074293851852417 (2.0040819588161645) | > loss_1: 30.75917625427246 (30.898717698596773) | > grad_norm_1: tensor(291.4836, device='cuda:0') (tensor(144.3648, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.374 (0.3596080768676031) | > loader_time: 0.0043 (0.0034738381703694663)  --> TIME: 2024-06-11 18:41:25 -- STEP: 109/330 -- GLOBAL_STEP: 293700 | > loss_disc: 2.3474459648132324 (2.3645719781928105) | > loss_disc_real_0: 0.0993579626083374 (0.10989593037771522) | > loss_disc_real_1: 0.2285027652978897 (0.19833329989822637) | > loss_disc_real_2: 0.22710539400577545 (0.20902052412339306) | > loss_disc_real_3: 0.2573191821575165 (0.2313871230554143) | > loss_disc_real_4: 0.23504003882408142 (0.23389647873716618) | > loss_disc_real_5: 0.20987653732299805 (0.22472641309466931) | > loss_0: 2.3474459648132324 (2.3645719781928105) | > grad_norm_0: tensor(19.4154, device='cuda:0') (tensor(14.7612, device='cuda:0')) | > loss_gen: 2.473334550857544 (2.4792419136117356) | > loss_kl: 1.9729022979736328 (1.9674418803748734) | > loss_feat: 7.319973468780518 (6.925356816808018) | > loss_mel: 17.511838912963867 (17.511853629295985) | > loss_duration: 1.9510347843170166 (2.004817006784841) | > loss_1: 31.229084014892578 (30.88871152685323) | > grad_norm_1: tensor(232.6836, device='cuda:0') (tensor(157.4140, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.3744 (0.36321460216417223) | > loader_time: 0.0038 (0.003608858913456628)  --> TIME: 2024-06-11 18:41:35 -- STEP: 134/330 -- GLOBAL_STEP: 293725 | > loss_disc: 2.3875770568847656 (2.366280078887939) | > loss_disc_real_0: 0.192488431930542 (0.11144239027331125) | > loss_disc_real_1: 0.197286918759346 (0.19872233060313693) | > loss_disc_real_2: 0.22831101715564728 (0.20985024333444993) | > loss_disc_real_3: 0.2267988622188568 (0.23118935525417328) | > loss_disc_real_4: 0.2313360571861267 (0.2331081246262166) | > loss_disc_real_5: 0.2108924388885498 (0.2242541532240697) | > loss_0: 2.3875770568847656 (2.366280078887939) | > grad_norm_0: tensor(24.8255, device='cuda:0') (tensor(14.6734, device='cuda:0')) | > loss_gen: 2.4841837882995605 (2.4770691127919444) | > loss_kl: 1.9862234592437744 (1.9684643656460208) | > loss_feat: 7.802156925201416 (6.933615204113633) | > loss_mel: 17.842308044433594 (17.52659393424419) | > loss_duration: 2.0131428241729736 (2.008380198656624) | > loss_1: 32.128013610839844 (30.914123008500283) | > grad_norm_1: tensor(423.0999, device='cuda:0') (tensor(166.1382, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.3867 (0.36635600630916765) | > loader_time: 0.0044 (0.003742899467696005)  --> TIME: 2024-06-11 18:41:45 -- STEP: 159/330 -- GLOBAL_STEP: 293750 | > loss_disc: 2.4227092266082764 (2.3683653537582297) | > loss_disc_real_0: 0.1272081434726715 (0.11432932218853033) | > loss_disc_real_1: 0.14706075191497803 (0.19787317617509353) | > loss_disc_real_2: 0.16971832513809204 (0.20977891138139765) | > loss_disc_real_3: 0.21739739179611206 (0.2309949810399949) | > loss_disc_real_4: 0.2135358303785324 (0.2318039468999179) | > loss_disc_real_5: 0.20041614770889282 (0.2234112525698524) | > loss_0: 2.4227092266082764 (2.3683653537582297) | > grad_norm_0: tensor(30.6713, device='cuda:0') (tensor(17.0999, device='cuda:0')) | > loss_gen: 2.5251877307891846 (2.473368053916115) | > loss_kl: 1.9994369745254517 (1.9705898589308157) | > loss_feat: 7.425353050231934 (6.919741114730355) | > loss_mel: 17.99001121520996 (17.492207641121738) | > loss_duration: 2.018352508544922 (2.0119369344891243) | > loss_1: 31.958343505859375 (30.867843771880526) | > grad_norm_1: tensor(404.1270, device='cuda:0') (tensor(186.7754, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.3765 (0.3688745888524085) | > loader_time: 0.0044 (0.003852698787953119)  --> TIME: 2024-06-11 18:41:55 -- STEP: 184/330 -- GLOBAL_STEP: 293775 | > loss_disc: 2.2851767539978027 (2.3690536916255955) | > loss_disc_real_0: 0.09680025279521942 (0.11423960162083739) | > loss_disc_real_1: 0.18371610343456268 (0.1980684309711923) | > loss_disc_real_2: 0.1840907335281372 (0.2100671920925379) | > loss_disc_real_3: 0.2404831498861313 (0.23098736750366894) | > loss_disc_real_4: 0.22794298827648163 (0.23272268798040308) | > loss_disc_real_5: 0.21996304392814636 (0.22411833905979342) | > loss_0: 2.2851767539978027 (2.3690536916255955) | > grad_norm_0: tensor(8.7909, device='cuda:0') (tensor(17.8531, device='cuda:0')) | > loss_gen: 2.6635289192199707 (2.477197285579599) | > loss_kl: 2.0081441402435303 (1.975041204172632) | > loss_feat: 7.359582424163818 (6.930239096931789) | > loss_mel: 17.525232315063477 (17.48316407203676) | > loss_duration: 2.0673165321350098 (2.0186588809542028) | > loss_1: 31.623804092407227 (30.88430066730665) | > grad_norm_1: tensor(294.8517, device='cuda:0') (tensor(198.0492, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.3986 (0.3730839853701383) | > loader_time: 0.0049 (0.003976166248321534)  --> TIME: 2024-06-11 18:42:05 -- STEP: 209/330 -- GLOBAL_STEP: 293800 | > loss_disc: 2.4690260887145996 (2.366425419538215) | > loss_disc_real_0: 0.11380581557750702 (0.1144912264278631) | > loss_disc_real_1: 0.1704755425453186 (0.19784777244312343) | > loss_disc_real_2: 0.22755612432956696 (0.2111032128904425) | > loss_disc_real_3: 0.20075048506259918 (0.23080845861628865) | > loss_disc_real_4: 0.24774715304374695 (0.23112589021048477) | > loss_disc_real_5: 0.23816683888435364 (0.22343620101800946) | > loss_0: 2.4690260887145996 (2.366425419538215) | > grad_norm_0: tensor(47.7590, device='cuda:0') (tensor(19.1050, device='cuda:0')) | > loss_gen: 2.4000613689422607 (2.485848311602214) | > loss_kl: 2.0848159790039062 (1.9800390780827646) | > loss_feat: 7.456859588623047 (6.975174557078969) | > loss_mel: 17.727418899536133 (17.488265571411734) | > loss_duration: 2.115065574645996 (2.026523914633756) | > loss_1: 31.784221649169922 (30.9558515411815) | > grad_norm_1: tensor(302.6926, device='cuda:0') (tensor(216.2712, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.4064 (0.377041480187594) | > loader_time: 0.0053 (0.004120673859518684)  --> TIME: 2024-06-11 18:42:16 -- STEP: 234/330 -- GLOBAL_STEP: 293825 | > loss_disc: 2.4681835174560547 (2.364280909554571) | > loss_disc_real_0: 0.1528579294681549 (0.1140533829601402) | > loss_disc_real_1: 0.20282985270023346 (0.19743912234010863) | > loss_disc_real_2: 0.17527131736278534 (0.21111167075797027) | > loss_disc_real_3: 0.24184145033359528 (0.23107480455158103) | > loss_disc_real_4: 0.2136428952217102 (0.23144088914761177) | > loss_disc_real_5: 0.22268329560756683 (0.22328334792047486) | > loss_0: 2.4681835174560547 (2.364280909554571) | > grad_norm_0: tensor(33.0290, device='cuda:0') (tensor(21.1153, device='cuda:0')) | > loss_gen: 2.3279104232788086 (2.4951454156484365) | > loss_kl: 1.9871058464050293 (1.9842690081677885) | > loss_feat: 6.004140853881836 (6.996972674997444) | > loss_mel: 16.53398895263672 (17.456366098844104) | > loss_duration: 2.1027026176452637 (2.034749257768322) | > loss_1: 28.955848693847656 (30.967502569540954) | > grad_norm_1: tensor(133.2409, device='cuda:0') (tensor(235.8424, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.4143 (0.38098954237424404) | > loader_time: 0.0054 (0.004253283525124574)  --> TIME: 2024-06-11 18:42:27 -- STEP: 259/330 -- GLOBAL_STEP: 293850 | > loss_disc: 2.3084115982055664 (2.3662156626064346) | > loss_disc_real_0: 0.09057978540658951 (0.11595826217739279) | > loss_disc_real_1: 0.21695004403591156 (0.19782820384244665) | > loss_disc_real_2: 0.20546813309192657 (0.2112885000737938) | > loss_disc_real_3: 0.20603856444358826 (0.2309217253937224) | > loss_disc_real_4: 0.22122295200824738 (0.23104235035112006) | > loss_disc_real_5: 0.2079942673444748 (0.22280335023596481) | > loss_0: 2.3084115982055664 (2.3662156626064346) | > grad_norm_0: tensor(30.0010, device='cuda:0') (tensor(22.8386, device='cuda:0')) | > loss_gen: 2.3042521476745605 (2.4926151879505767) | > loss_kl: 1.9963927268981934 (1.9883869877192966) | > loss_feat: 7.3106160163879395 (6.993325126677406) | > loss_mel: 17.10527229309082 (17.421705466900107) | > loss_duration: 2.1389803886413574 (2.04239038012663) | > loss_1: 30.855514526367188 (30.938423223016805) | > grad_norm_1: tensor(484.9492, device='cuda:0') (tensor(252.4341, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.4402 (0.38583773719758135) | > loader_time: 0.0057 (0.00439089145439472)  --> TIME: 2024-06-11 18:42:38 -- STEP: 284/330 -- GLOBAL_STEP: 293875 | > loss_disc: 2.3750338554382324 (2.368969639422188) | > loss_disc_real_0: 0.12049143761396408 (0.11657988667015878) | > loss_disc_real_1: 0.18824760615825653 (0.19817979833189875) | > loss_disc_real_2: 0.2347552478313446 (0.21141630484604504) | > loss_disc_real_3: 0.219707190990448 (0.2308648490465023) | > loss_disc_real_4: 0.2464970201253891 (0.2314826607914038) | > loss_disc_real_5: 0.2447008341550827 (0.22346339810272334) | > loss_0: 2.3750338554382324 (2.368969639422188) | > grad_norm_0: tensor(28.7695, device='cuda:0') (tensor(23.8266, device='cuda:0')) | > loss_gen: 2.362150192260742 (2.489556226092326) | > loss_kl: 1.9196854829788208 (1.9933510452089176) | > loss_feat: 6.5026702880859375 (6.98395390074018) | > loss_mel: 16.832860946655273 (17.36862015388382) | > loss_duration: 2.1439270973205566 (2.051623805727758) | > loss_1: 29.761293411254883 (30.887105169430583) | > grad_norm_1: tensor(411.4655, device='cuda:0') (tensor(268.4000, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.4565 (0.3918339694049996) | > loader_time: 0.0066 (0.004550344507459184)  --> TIME: 2024-06-11 18:42:51 -- STEP: 309/330 -- GLOBAL_STEP: 293900 | > loss_disc: 2.4558510780334473 (2.369846995208642) | > loss_disc_real_0: 0.06996965408325195 (0.11701245978474617) | > loss_disc_real_1: 0.18107739090919495 (0.1982357101725915) | > loss_disc_real_2: 0.2389575093984604 (0.2117316631726849) | > loss_disc_real_3: 0.24996422231197357 (0.23059085787885783) | > loss_disc_real_4: 0.2655600905418396 (0.2313577834167141) | > loss_disc_real_5: 0.23784470558166504 (0.2230229808867556) | > loss_0: 2.4558510780334473 (2.369846995208642) | > grad_norm_0: tensor(23.5620, device='cuda:0') (tensor(25.2506, device='cuda:0')) | > loss_gen: 2.546365737915039 (2.487444535042477) | > loss_kl: 1.9223376512527466 (1.999094251675899) | > loss_feat: 7.047281742095947 (6.994991941359436) | > loss_mel: 16.478975296020508 (17.323041184434626) | > loss_duration: 2.2358813285827637 (2.0630473284273876) | > loss_1: 30.23084259033203 (30.867619270645683) | > grad_norm_1: tensor(667.8423, device='cuda:0') (tensor(284.5195, device='cuda:0')) | > current_lr_0: 0.00018501511028421117 | > current_lr_1: 0.00018501511028421117 | > step_time: 0.5029 (0.3992907291091376) | > loader_time: 0.0073 (0.004750509478127687)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5760574340820312 (2.5760574340820312) | > loss_disc_real_0: 0.16699334979057312 (0.16699334979057312) | > loss_disc_real_1: 0.21147680282592773 (0.21147680282592773) | > loss_disc_real_2: 0.24143455922603607 (0.24143455922603607) | > loss_disc_real_3: 0.25501197576522827 (0.25501197576522827) | > loss_disc_real_4: 0.2523336112499237 (0.2523336112499237) | > loss_disc_real_5: 0.25310060381889343 (0.25310060381889343) | > loss_0: 2.5760574340820312 (2.5760574340820312) | > loss_gen: 2.162987470626831 (2.162987470626831) | > loss_kl: 1.9229650497436523 (1.9229650497436523) | > loss_feat: 3.699824810028076 (3.699824810028076) | > loss_mel: 13.782256126403809 (13.782256126403809) | > loss_duration: 3.0661747455596924 (3.0661747455596924) | > loss_1: 24.63420867919922 (24.63420867919922)  --> STEP: 1 | > loss_disc: 2.5759692192077637 (2.5759692192077637) | > loss_disc_real_0: 0.1621471792459488 (0.1621471792459488) | > loss_disc_real_1: 0.20109215378761292 (0.20109215378761292) | > loss_disc_real_2: 0.23989415168762207 (0.23989415168762207) | > loss_disc_real_3: 0.23779495060443878 (0.23779495060443878) | > loss_disc_real_4: 0.2563740611076355 (0.2563740611076355) | > loss_disc_real_5: 0.2642555236816406 (0.2642555236816406) | > loss_0: 2.5759692192077637 (2.5759692192077637) | > loss_gen: 2.123352527618408 (2.123352527618408) | > loss_kl: 3.056074857711792 (3.056074857711792) | > loss_feat: 4.107118129730225 (4.107118129730225) | > loss_mel: 16.964134216308594 (16.964134216308594) | > loss_duration: 2.4526238441467285 (2.4526238441467285) | > loss_1: 28.70330238342285 (28.70330238342285)  --> STEP: 2 | > loss_disc: 2.375429391860962 (2.475699305534363) | > loss_disc_real_0: 0.11542761325836182 (0.1387873962521553) | > loss_disc_real_1: 0.2090904712677002 (0.20509131252765656) | > loss_disc_real_2: 0.22119103372097015 (0.2305425927042961) | > loss_disc_real_3: 0.23104001581668854 (0.23441748321056366) | > loss_disc_real_4: 0.2606380879878998 (0.25850607454776764) | > loss_disc_real_5: 0.2749103307723999 (0.26958292722702026) | > loss_0: 2.375429391860962 (2.475699305534363) | > loss_gen: 2.6812386512756348 (2.4022955894470215) | > loss_kl: 2.7614893913269043 (2.908782124519348) | > loss_feat: 5.507198333740234 (4.8071582317352295) | > loss_mel: 17.464414596557617 (17.214274406433105) | > loss_duration: 2.485867500305176 (2.469245672225952) | > loss_1: 30.90020751953125 (29.80175495147705)  --> STEP: 3 | > loss_disc: 2.232308864593506 (2.394569158554077) | > loss_disc_real_0: 0.12309758365154266 (0.13355745871861777) | > loss_disc_real_1: 0.21213382482528687 (0.20743881662686667) | > loss_disc_real_2: 0.23392687737941742 (0.2316706875960032) | > loss_disc_real_3: 0.21202640235424042 (0.22695378959178925) | > loss_disc_real_4: 0.2896556854248047 (0.26888927817344666) | > loss_disc_real_5: 0.20609213411808014 (0.24841932952404022) | > loss_0: 2.232308864593506 (2.394569158554077) | > loss_gen: 2.6139540672302246 (2.472848415374756) | > loss_kl: 3.4179325103759766 (3.078498919804891) | > loss_feat: 6.212502479553223 (5.2756063143412275) | > loss_mel: 18.650066375732422 (17.69287172953288) | > loss_duration: 2.3088669776916504 (2.415786107381185) | > loss_1: 33.20332336425781 (30.935611089070637)  --> STEP: 4 | > loss_disc: 2.3639163970947266 (2.3869059681892395) | > loss_disc_real_0: 0.152540385723114 (0.13830319046974182) | > loss_disc_real_1: 0.20094580948352814 (0.20581556484103203) | > loss_disc_real_2: 0.24701246619224548 (0.23550613224506378) | > loss_disc_real_3: 0.24024473130702972 (0.23027652502059937) | > loss_disc_real_4: 0.22555530071258545 (0.25805578380823135) | > loss_disc_real_5: 0.20894214510917664 (0.23855003342032433) | > loss_0: 2.3639163970947266 (2.3869059681892395) | > loss_gen: 2.3948910236358643 (2.453359067440033) | > loss_kl: 3.5910897254943848 (3.2066466212272644) | > loss_feat: 7.183776378631592 (5.752648830413818) | > loss_mel: 19.257179260253906 (18.083948612213135) | > loss_duration: 2.321992874145508 (2.3923377990722656) | > loss_1: 34.748931884765625 (31.888941287994385)  --> STEP: 5 | > loss_disc: 2.4500491619110107 (2.3995346069335937) | > loss_disc_real_0: 0.2613077759742737 (0.1629041075706482) | > loss_disc_real_1: 0.2823174297809601 (0.22111593782901764) | > loss_disc_real_2: 0.2912067174911499 (0.246646249294281) | > loss_disc_real_3: 0.2764715850353241 (0.2395155370235443) | > loss_disc_real_4: 0.19066718220710754 (0.2445780634880066) | > loss_disc_real_5: 0.24934981763362885 (0.24070999026298523) | > loss_0: 2.4500491619110107 (2.3995346069335937) | > loss_gen: 2.9968791007995605 (2.5620630741119386) | > loss_kl: 2.8929715156555176 (3.143911600112915) | > loss_feat: 5.776053428649902 (5.757329750061035) | > loss_mel: 18.350051879882812 (18.13716926574707) | > loss_duration: 2.3464877605438232 (2.383167791366577) | > loss_1: 32.36244583129883 (31.983642196655275)  --> STEP: 6 | > loss_disc: 2.557025671005249 (2.425783117612203) | > loss_disc_real_0: 0.2613769769668579 (0.17931625247001648) | > loss_disc_real_1: 0.29595106840133667 (0.2335884595910708) | > loss_disc_real_2: 0.3412986695766449 (0.262421652674675) | > loss_disc_real_3: 0.2540399432182312 (0.24193627138932547) | > loss_disc_real_4: 0.22347606718540192 (0.24106106410423914) | > loss_disc_real_5: 0.2555572986602783 (0.2431845416625341) | > loss_0: 2.557025671005249 (2.425783117612203) | > loss_gen: 2.747905969619751 (2.5930368900299072) | > loss_kl: 3.28859806060791 (3.168026010195414) | > loss_feat: 5.0138444900512695 (5.633415540059407) | > loss_mel: 17.542606353759766 (18.03807544708252) | > loss_duration: 2.1936466693878174 (2.3515809377034507) | > loss_1: 30.786602020263672 (31.784135500590008)  --> STEP: 7 | > loss_disc: 2.272803783416748 (2.4039289270128523) | > loss_disc_real_0: 0.18424011766910553 (0.18001966178417206) | > loss_disc_real_1: 0.23089779913425446 (0.23320407952581132) | > loss_disc_real_2: 0.2663048207759857 (0.26297639097486225) | > loss_disc_real_3: 0.23157738149166107 (0.2404564299753734) | > loss_disc_real_4: 0.23451662063598633 (0.24012614360877446) | > loss_disc_real_5: 0.2322184443473816 (0.241617956331798) | > loss_0: 2.272803783416748 (2.4039289270128523) | > loss_gen: 2.7938714027404785 (2.621727534702846) | > loss_kl: 3.516942024230957 (3.2178711550576344) | > loss_feat: 7.186178207397461 (5.855238778250558) | > loss_mel: 17.292369842529297 (17.93154607500349) | > loss_duration: 2.5259032249450684 (2.37648412159511) | > loss_1: 33.31526565551758 (32.002868379865376)  --> STEP: 8 | > loss_disc: 2.145458698272705 (2.371620148420334) | > loss_disc_real_0: 0.18798089027404785 (0.18101481534540653) | > loss_disc_real_1: 0.23075047135353088 (0.23289737850427628) | > loss_disc_real_2: 0.2243906855583191 (0.25815317779779434) | > loss_disc_real_3: 0.14723405241966248 (0.22880363278090954) | > loss_disc_real_4: 0.2545827627182007 (0.24193322099745274) | > loss_disc_real_5: 0.1505548059940338 (0.23023506253957748) | > loss_0: 2.145458698272705 (2.371620148420334) | > loss_gen: 2.8533239364624023 (2.6506770849227905) | > loss_kl: 3.114595413208008 (3.2049616873264313) | > loss_feat: 7.7569122314453125 (6.092947959899902) | > loss_mel: 18.170961380004883 (17.961472988128662) | > loss_duration: 2.2616169452667236 (2.362125724554062) | > loss_1: 34.15740966796875 (32.272186040878296)  --> STEP: 9 | > loss_disc: 2.3198893070220947 (2.365872277153863) | > loss_disc_real_0: 0.24367454648017883 (0.18797700769371456) | > loss_disc_real_1: 0.22287194430828094 (0.2317834413713879) | > loss_disc_real_2: 0.2667507231235504 (0.25910846061176723) | > loss_disc_real_3: 0.20822526514530182 (0.22651714748806423) | > loss_disc_real_4: 0.24443580210208893 (0.24221128556463453) | > loss_disc_real_5: 0.20524364709854126 (0.22745823860168457) | > loss_0: 2.3198893070220947 (2.365872277153863) | > loss_gen: 2.6507368087768555 (2.6506837209065757) | > loss_kl: 2.567729949951172 (3.1341581609514026) | > loss_feat: 7.711828231811523 (6.27282354566786) | > loss_mel: 18.775663375854492 (18.051938586764866) | > loss_duration: 2.144995927810669 (2.338000191582574) | > loss_1: 33.850955963134766 (32.44760492112901)  --> STEP: 10 | > loss_disc: 2.456859827041626 (2.374971032142639) | > loss_disc_real_0: 0.19915346801280975 (0.1890946537256241) | > loss_disc_real_1: 0.24063017964363098 (0.23266811519861222) | > loss_disc_real_2: 0.37128785252571106 (0.27032639980316164) | > loss_disc_real_3: 0.2714490592479706 (0.23101033866405488) | > loss_disc_real_4: 0.21971425414085388 (0.23996158242225646) | > loss_disc_real_5: 0.24158266186714172 (0.2288706809282303) | > loss_0: 2.456859827041626 (2.374971032142639) | > loss_gen: 2.7074387073516846 (2.6563592195510863) | > loss_kl: 3.191735029220581 (3.1399158477783202) | > loss_feat: 6.201649188995361 (6.26570611000061) | > loss_mel: 17.73721694946289 (18.02046642303467) | > loss_duration: 2.347229480743408 (2.338923120498657) | > loss_1: 32.18526840209961 (32.42137126922607)  --> STEP: 11 | > loss_disc: 2.4404115676879883 (2.380920171737671) | > loss_disc_real_0: 0.1683838963508606 (0.1872118576006456) | > loss_disc_real_1: 0.24100394546985626 (0.2334259179505435) | > loss_disc_real_2: 0.2007363736629486 (0.264000033790415) | > loss_disc_real_3: 0.24684685468673706 (0.23245002193884415) | > loss_disc_real_4: 0.28586703538894653 (0.2441348054192283) | > loss_disc_real_5: 0.2602682411670685 (0.2317250045863065) | > loss_0: 2.4404115676879883 (2.380920171737671) | > loss_gen: 2.4533193111419678 (2.637901046059348) | > loss_kl: 3.2065391540527344 (3.1459725119850854) | > loss_feat: 5.742626190185547 (6.218153390017423) | > loss_mel: 16.76030158996582 (17.905905983664773) | > loss_duration: 2.5464773178100586 (2.357791683890603) | > loss_1: 30.70926284790039 (32.265725049105555)  --> STEP: 12 | > loss_disc: 2.6321303844451904 (2.4018543561299643) | > loss_disc_real_0: 0.15387402474880219 (0.18443370486299196) | > loss_disc_real_1: 0.2265198677778244 (0.23285041376948357) | > loss_disc_real_2: 0.2717452943325043 (0.2646454721689224) | > loss_disc_real_3: 0.225258469581604 (0.23185072590907416) | > loss_disc_real_4: 0.21591457724571228 (0.24178311973810196) | > loss_disc_real_5: 0.20267868041992188 (0.2293044775724411) | > loss_0: 2.6321303844451904 (2.4018543561299643) | > loss_gen: 1.9849188327789307 (2.5834858616193133) | > loss_kl: 3.0414340496063232 (3.1372609734535217) | > loss_feat: 6.420238971710205 (6.234993855158488) | > loss_mel: 17.697744369506836 (17.888559182484943) | > loss_duration: 2.23209285736084 (2.3473167816797895) | > loss_1: 31.376426696777344 (32.19161685307821)  --> STEP: 13 | > loss_disc: 2.495668411254883 (2.409070821908804) | > loss_disc_real_0: 0.22721612453460693 (0.18772466022234696) | > loss_disc_real_1: 0.21512506902217865 (0.23148692571199858) | > loss_disc_real_2: 0.2830193340778351 (0.2660588461619157) | > loss_disc_real_3: 0.2328163981437683 (0.231925008388666) | > loss_disc_real_4: 0.21489495038986206 (0.23971479901900658) | > loss_disc_real_5: 0.19353432953357697 (0.22655292772329771) | > loss_0: 2.495668411254883 (2.409070821908804) | > loss_gen: 2.2648935317993164 (2.5589787593254676) | > loss_kl: 3.5129239559173584 (3.16615812595074) | > loss_feat: 6.299681186676025 (6.23996980373676) | > loss_mel: 16.410255432128906 (17.774843509380634) | > loss_duration: 2.277467727661133 (2.3419437775245084) | > loss_1: 30.765222549438477 (32.081894214336685)  --> STEP: 14 | > loss_disc: 2.3791260719299316 (2.4069319111960277) | > loss_disc_real_0: 0.1330593228340149 (0.18381999326603754) | > loss_disc_real_1: 0.17835180461406708 (0.2276915599192892) | > loss_disc_real_2: 0.27729541063308716 (0.26686145790985655) | > loss_disc_real_3: 0.23468661308288574 (0.23212226586682455) | > loss_disc_real_4: 0.22851119935512543 (0.23891454190015793) | > loss_disc_real_5: 0.24243399500846863 (0.22768728967223847) | > loss_0: 2.3791260719299316 (2.4069319111960277) | > loss_gen: 2.6040940284729004 (2.562201278550284) | > loss_kl: 3.842031240463257 (3.2144347769873485) | > loss_feat: 6.9903483390808105 (6.293568270547049) | > loss_mel: 19.069257736206055 (17.86730166843959) | > loss_duration: 2.3769350051879883 (2.3444431509290427) | > loss_1: 34.882667541503906 (32.28194945199149)  --> STEP: 15 | > loss_disc: 2.635788679122925 (2.4221890290578205) | > loss_disc_real_0: 0.23285804688930511 (0.18708919684092204) | > loss_disc_real_1: 0.2661859095096588 (0.23025784989198048) | > loss_disc_real_2: 0.3222230076789856 (0.27055222789446515) | > loss_disc_real_3: 0.2320781648159027 (0.23211932579676312) | > loss_disc_real_4: 0.24981962144374847 (0.23964154720306396) | > loss_disc_real_5: 0.18452125787734985 (0.22480955421924592) | > loss_0: 2.635788679122925 (2.4221890290578205) | > loss_gen: 2.4173898696899414 (2.5525471846262615) | > loss_kl: 3.6224188804626465 (3.241633717219035) | > loss_feat: 5.61725378036499 (6.248480637868245) | > loss_mel: 16.193988800048828 (17.755747477213543) | > loss_duration: 2.394759178161621 (2.347797552744548) | > loss_1: 30.245811462402344 (32.14620691935221)  --> STEP: 16 | > loss_disc: 2.755415916442871 (2.4430157095193863) | > loss_disc_real_0: 0.2946434020996094 (0.19381133466959) | > loss_disc_real_1: 0.2470346838235855 (0.2313064020127058) | > loss_disc_real_2: 0.26025813817977905 (0.26990884728729725) | > loss_disc_real_3: 0.27240994572639465 (0.23463748954236507) | > loss_disc_real_4: 0.28899428248405457 (0.24272609315812588) | > loss_disc_real_5: 0.31227177381515503 (0.23027594294399023) | > loss_0: 2.755415916442871 (2.4430157095193863) | > loss_gen: 2.5277292728424072 (2.5509960651397705) | > loss_kl: 2.7899632453918457 (3.2134043127298355) | > loss_feat: 7.883778095245361 (6.350686728954315) | > loss_mel: 17.198593139648438 (17.720925331115723) | > loss_duration: 2.3753621578216553 (2.349520340561867) | > loss_1: 32.77542495727539 (32.18553304672241)  --> STEP: 17 | > loss_disc: 2.471170663833618 (2.4446718833025765) | > loss_disc_real_0: 0.13088439404964447 (0.19010974992724025) | > loss_disc_real_1: 0.24091729521751404 (0.23187174867181218) | > loss_disc_real_2: 0.30608439445495605 (0.2720368206501007) | > loss_disc_real_3: 0.2054450958967209 (0.2329202899161507) | > loss_disc_real_4: 0.24478459358215332 (0.24284718141836278) | > loss_disc_real_5: 0.29691383242607117 (0.23419581879587734) | > loss_0: 2.471170663833618 (2.4446718833025765) | > loss_gen: 2.568032741546631 (2.551998222575468) | > loss_kl: 2.8191983699798584 (3.19021572786219) | > loss_feat: 9.088699340820312 (6.511746294358197) | > loss_mel: 17.543869018554688 (17.71051025390625) | > loss_duration: 2.458193063735962 (2.3559128536897553) | > loss_1: 34.47799301147461 (32.32038363288431)  --> STEP: 18 | > loss_disc: 2.5224151611328125 (2.448990954293145) | > loss_disc_real_0: 0.12710799276828766 (0.18660965230729845) | > loss_disc_real_1: 0.17308774590492249 (0.2286059707403183) | > loss_disc_real_2: 0.20622213184833527 (0.26838044905000263) | > loss_disc_real_3: 0.21645046770572662 (0.23200529979334938) | > loss_disc_real_4: 0.36538994312286377 (0.2496551126241684) | > loss_disc_real_5: 0.22319850325584412 (0.23358485682143104) | > loss_0: 2.5224151611328125 (2.448990954293145) | > loss_gen: 2.3649115562438965 (2.541604518890381) | > loss_kl: 3.1775522232055664 (3.1895121998257108) | > loss_feat: 8.323843002319336 (6.612418333689372) | > loss_mel: 17.808475494384766 (17.715952767266167) | > loss_duration: 2.1978025436401367 (2.3471289475758876) | > loss_1: 33.87258529663086 (32.406617058648)  --> STEP: 19 | > loss_disc: 2.3325846195220947 (2.442864305094669) | > loss_disc_real_0: 0.10281755775213242 (0.18219954206755287) | > loss_disc_real_1: 0.2300489991903305 (0.22868191960610842) | > loss_disc_real_2: 0.2160460203886032 (0.26562600543624476) | > loss_disc_real_3: 0.19135423004627228 (0.2298657698066611) | > loss_disc_real_4: 0.20318683981895447 (0.24720941405547292) | > loss_disc_real_5: 0.1566298007965088 (0.22953459071485618) | > loss_0: 2.3325846195220947 (2.442864305094669) | > loss_gen: 2.4377634525299072 (2.5361391996082507) | > loss_kl: 1.9536818265914917 (3.124468495971278) | > loss_feat: 10.30128288269043 (6.8065690994262695) | > loss_mel: 17.767087936401367 (17.718644091957493) | > loss_duration: 2.4039149284362793 (2.3501176834106454) | > loss_1: 34.863731384277344 (32.53593886526007)  --> STEP: 20 | > loss_disc: 2.4381537437438965 (2.44262877702713) | > loss_disc_real_0: 0.25801602005958557 (0.18599036596715451) | > loss_disc_real_1: 0.16292007267475128 (0.22539382725954055) | > loss_disc_real_2: 0.22990481555461884 (0.2638399459421635) | > loss_disc_real_3: 0.22949859499931335 (0.22984741106629372) | > loss_disc_real_4: 0.2333833873271942 (0.246518112719059) | > loss_disc_real_5: 0.24374455213546753 (0.23024508878588676) | > loss_0: 2.4381537437438965 (2.44262877702713) | > loss_gen: 2.5881717205047607 (2.5387408256530763) | > loss_kl: 2.479257106781006 (3.0922079265117643) | > loss_feat: 7.665018558502197 (6.849491572380066) | > loss_mel: 17.686655044555664 (17.717044639587403) | > loss_duration: 2.2940587997436523 (2.3473147392272957) | > loss_1: 32.71316146850586 (32.544799995422366)  --> STEP: 21 | > loss_disc: 2.2027859687805176 (2.4312076909201488) | > loss_disc_real_0: 0.1553531438112259 (0.184531450626396) | > loss_disc_real_1: 0.18918094038963318 (0.22366940407525926) | > loss_disc_real_2: 0.23824767768383026 (0.2626212665012905) | > loss_disc_real_3: 0.23612123727798462 (0.23014616469542185) | > loss_disc_real_4: 0.24199584126472473 (0.24630276645932878) | > loss_disc_real_5: 0.16186688840389252 (0.2269889840057918) | > loss_0: 2.2027859687805176 (2.4312076909201488) | > loss_gen: 2.6614127159118652 (2.544582344236828) | > loss_kl: 2.4049131870269775 (3.0594796055839177) | > loss_feat: 6.59244441986084 (6.837251231783912) | > loss_mel: 16.618192672729492 (17.66471835545131) | > loss_duration: 2.1748576164245605 (2.3391024952843082) | > loss_1: 30.45182228088379 (32.445134389968146)  --> STEP: 22 | > loss_disc: 2.5121867656707764 (2.4348885579542685) | > loss_disc_real_0: 0.16835379600524902 (0.18379610268907112) | > loss_disc_real_1: 0.16434849798679352 (0.22097299925305627) | > loss_disc_real_2: 0.29354169964790344 (0.2640267407352274) | > loss_disc_real_3: 0.23505763709545135 (0.23036941344087775) | > loss_disc_real_4: 0.2438330054283142 (0.24619050459428268) | > loss_disc_real_5: 0.23438660800457 (0.2273252396420999) | > loss_0: 2.5121867656707764 (2.4348885579542685) | > loss_gen: 2.351381540298462 (2.535800489512357) | > loss_kl: 2.484527587890625 (3.0333454229614953) | > loss_feat: 7.248227596282959 (6.855931975624778) | > loss_mel: 19.67612075805664 (17.756145737387914) | > loss_duration: 2.192034959793091 (2.3324176073074345) | > loss_1: 33.952293395996094 (32.51364161751487)  --> STEP: 23 | > loss_disc: 2.3945412635803223 (2.433134327764097) | > loss_disc_real_0: 0.24850600957870483 (0.1866095769016639) | > loss_disc_real_1: 0.20329692959785461 (0.2202044744854388) | > loss_disc_real_2: 0.2232581377029419 (0.26225419277730194) | > loss_disc_real_3: 0.1802465170621872 (0.22819015707658685) | > loss_disc_real_4: 0.2285190373659134 (0.24542217993217966) | > loss_disc_real_5: 0.1681033968925476 (0.2247503769138585) | > loss_0: 2.3945412635803223 (2.433134327764097) | > loss_gen: 2.354097843170166 (2.5279003744540005) | > loss_kl: 2.3916263580322266 (3.005444594051527) | > loss_feat: 7.4454522132873535 (6.88156329030576) | > loss_mel: 16.352697372436523 (17.695126243259594) | > loss_duration: 2.295628309249878 (2.3308180726092798) | > loss_1: 30.839500427246094 (32.44085287011188)  --> STEP: 24 | > loss_disc: 2.4686384201049805 (2.4346136649449672) | > loss_disc_real_0: 0.17060261964797974 (0.18594262034942707) | > loss_disc_real_1: 0.23491893708705902 (0.22081757709383965) | > loss_disc_real_2: 0.2562994062900543 (0.26200607667366665) | > loss_disc_real_3: 0.16899794340133667 (0.22572381484011808) | > loss_disc_real_4: 0.25208914279937744 (0.24569997005164623) | > loss_disc_real_5: 0.21336200833320618 (0.2242758615563313) | > loss_0: 2.4686384201049805 (2.4346136649449672) | > loss_gen: 2.340601682662964 (2.5200962622960406) | > loss_kl: 2.7037887573242188 (2.9928756008545556) | > loss_feat: 6.23503303527832 (6.854624529679616) | > loss_mel: 17.093706130981445 (17.67006707191467) | > loss_duration: 2.385641098022461 (2.333102365334829) | > loss_1: 30.758769989013672 (32.37076608339945)  --> STEP: 25 | > loss_disc: 2.489210367202759 (2.436797533035279) | > loss_disc_real_0: 0.18212349712848663 (0.18578985542058946) | > loss_disc_real_1: 0.2404657006263733 (0.22160350203514098) | > loss_disc_real_2: 0.3218841552734375 (0.2644011998176575) | > loss_disc_real_3: 0.30747050046920776 (0.2289936822652817) | > loss_disc_real_4: 0.2962226867675781 (0.2477208787202835) | > loss_disc_real_5: 0.21194811165332794 (0.22378275156021118) | > loss_0: 2.489210367202759 (2.436797533035279) | > loss_gen: 2.6860296726226807 (2.526733598709106) | > loss_kl: 2.4974069595336914 (2.973056855201721) | > loss_feat: 7.8438591957092285 (6.894193916320801) | > loss_mel: 15.379207611083984 (17.578432693481442) | > loss_duration: 2.3787357807159424 (2.334927701950073) | > loss_1: 30.785240173339844 (32.30734504699707)  --> STEP: 26 | > loss_disc: 5.2031707763671875 (2.54319650393266) | > loss_disc_real_0: 0.4096106290817261 (0.19439834671524855) | > loss_disc_real_1: 0.18001598119735718 (0.22000398200291854) | > loss_disc_real_2: 0.12236031144857407 (0.2589380887265389) | > loss_disc_real_3: 0.26270291209220886 (0.23029019110477889) | > loss_disc_real_4: 2.577986717224121 (0.337346487893508) | > loss_disc_real_5: 0.22995850443840027 (0.2240202805170646) | > loss_0: 5.2031707763671875 (2.54319650393266) | > loss_gen: 2.3907370567321777 (2.5215029624792242) | > loss_kl: 2.7258355617523193 (2.963548343915206) | > loss_feat: 11.72651481628418 (7.080052412473238) | > loss_mel: 20.02674102783203 (17.672598398648773) | > loss_duration: 2.324833393096924 (2.334539459301875) | > loss_1: 39.19466018676758 (32.57224178314209) --> EVAL PERFORMANCE | > avg_loader_time: 0.002341307126558744 (-0.00024757018456092244) | > avg_loss_disc: 2.54319650393266 (+0.053628747279828026) | > avg_loss_disc_real_0: 0.19439834671524855 (+0.07577890630524893) | > avg_loss_disc_real_1: 0.22000398200291854 (+0.08063242899683806) | > avg_loss_disc_real_2: 0.2589380887265389 (+0.04781772798070544) | > avg_loss_disc_real_3: 0.23029019110477889 (+0.004586165914168744) | > avg_loss_disc_real_4: 0.337346487893508 (+0.13602632799973854) | > avg_loss_disc_real_5: 0.2240202805170646 (+0.0008276921625320621) | > avg_loss_0: 2.54319650393266 (+0.053628747279828026) | > avg_loss_gen: 2.5215029624792242 (+0.4587451999004064) | > avg_loss_kl: 2.963548343915206 (+0.01248805798017072) | > avg_loss_feat: 7.080052412473238 (+0.7750630745520954) | > avg_loss_mel: 17.672598398648773 (+0.5526585212120629) | > avg_loss_duration: 2.334539459301875 (+0.024946918854345856) | > avg_loss_1: 32.57224178314209 (+1.8239021301269531)  > EPOCH: 624/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:43:22)   --> TIME: 2024-06-11 18:43:25 -- STEP: 4/330 -- GLOBAL_STEP: 293925 | > loss_disc: 2.352787971496582 (2.3357024788856506) | > loss_disc_real_0: 0.12028490006923676 (0.08791912347078323) | > loss_disc_real_1: 0.20688554644584656 (0.18145916238427162) | > loss_disc_real_2: 0.1876775026321411 (0.21222170442342758) | > loss_disc_real_3: 0.20993760228157043 (0.22878896072506905) | > loss_disc_real_4: 0.2473200261592865 (0.23873644694685936) | > loss_disc_real_5: 0.23131494224071503 (0.21864502876996994) | > loss_0: 2.352787971496582 (2.3357024788856506) | > grad_norm_0: tensor(5.9771, device='cuda:0') (tensor(6.4901, device='cuda:0')) | > loss_gen: 2.6255319118499756 (2.443183422088623) | > loss_kl: 1.8775808811187744 (2.0374847650527954) | > loss_feat: 6.26188325881958 (6.614389657974243) | > loss_mel: 17.465717315673828 (17.84883737564087) | > loss_duration: 2.129389762878418 (2.1624306440353394) | > loss_1: 30.360103607177734 (31.10632562637329) | > grad_norm_1: tensor(47.8703, device='cuda:0') (tensor(62.0290, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3768 (0.395885169506073) | > loader_time: 0.0031 (0.0031690597534179688)  --> TIME: 2024-06-11 18:43:34 -- STEP: 29/330 -- GLOBAL_STEP: 293950 | > loss_disc: 2.31067156791687 (2.3082283940808526) | > loss_disc_real_0: 0.09910328686237335 (0.09900963845951803) | > loss_disc_real_1: 0.23262780904769897 (0.19697774792539663) | > loss_disc_real_2: 0.2051619440317154 (0.2071551284913359) | > loss_disc_real_3: 0.238410085439682 (0.22555610126462475) | > loss_disc_real_4: 0.23855248093605042 (0.23334072889952823) | > loss_disc_real_5: 0.20179231464862823 (0.21718093187644563) | > loss_0: 2.31067156791687 (2.3082283940808526) | > grad_norm_0: tensor(9.2732, device='cuda:0') (tensor(8.6283, device='cuda:0')) | > loss_gen: 2.5689618587493896 (2.509659430076336) | > loss_kl: 1.7749063968658447 (1.926598207703952) | > loss_feat: 6.695003986358643 (7.030723818417253) | > loss_mel: 18.053577423095703 (17.613558802111402) | > loss_duration: 1.9867018461227417 (2.032975007747781) | > loss_1: 31.079151153564453 (31.113514998863483) | > grad_norm_1: tensor(71.1406, device='cuda:0') (tensor(89.8924, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.36 (0.36746869416072453) | > loader_time: 0.0032 (0.003353768381579169)  --> TIME: 2024-06-11 18:43:44 -- STEP: 54/330 -- GLOBAL_STEP: 293975 | > loss_disc: 2.261730670928955 (2.337611503071255) | > loss_disc_real_0: 0.09384749829769135 (0.10370713417176847) | > loss_disc_real_1: 0.20629020035266876 (0.1968579485460564) | > loss_disc_real_2: 0.2328624576330185 (0.2094033247342816) | > loss_disc_real_3: 0.2173144817352295 (0.22923032111591762) | > loss_disc_real_4: 0.1978517472743988 (0.23326619962851206) | > loss_disc_real_5: 0.1892104595899582 (0.22032940442915316) | > loss_0: 2.261730670928955 (2.337611503071255) | > grad_norm_0: tensor(5.1578, device='cuda:0') (tensor(9.3085, device='cuda:0')) | > loss_gen: 2.6845762729644775 (2.4975568100258148) | > loss_kl: 1.9465126991271973 (1.9353554778628879) | > loss_feat: 8.167251586914062 (7.05041441210994) | > loss_mel: 18.757762908935547 (17.652961448386872) | > loss_duration: 1.9985421895980835 (2.0082953991713346) | > loss_1: 33.55464553833008 (31.144583348874693) | > grad_norm_1: tensor(86.3680, device='cuda:0') (tensor(97.1008, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3699 (0.37059442202250165) | > loader_time: 0.0033 (0.003482469805964717)  --> TIME: 2024-06-11 18:43:53 -- STEP: 79/330 -- GLOBAL_STEP: 294000 | > loss_disc: 2.3974153995513916 (2.3455496860455862) | > loss_disc_real_0: 0.10462025552988052 (0.10603429584563533) | > loss_disc_real_1: 0.18700966238975525 (0.1969572443373596) | > loss_disc_real_2: 0.19651055335998535 (0.21046591672716267) | > loss_disc_real_3: 0.22785961627960205 (0.2282339543858661) | > loss_disc_real_4: 0.2699906527996063 (0.23280880496471743) | > loss_disc_real_5: 0.24689173698425293 (0.22006273401688925) | > loss_0: 2.3974153995513916 (2.3455496860455862) | > grad_norm_0: tensor(9.3635, device='cuda:0') (tensor(9.4078, device='cuda:0')) | > loss_gen: 2.5177202224731445 (2.4874263684960853) | > loss_kl: 1.9279561042785645 (1.9559033611152745) | > loss_feat: 7.2239885330200195 (7.028432381304005) | > loss_mel: 17.475975036621094 (17.63963042633443) | > loss_duration: 1.96759033203125 (2.0005119586292697) | > loss_1: 31.113231658935547 (31.11190428914903) | > grad_norm_1: tensor(83.3646, device='cuda:0') (tensor(99.0688, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3716 (0.3727601238443881) | > loader_time: 0.0034 (0.0035652540907075135) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_294000.pth  --> TIME: 2024-06-11 18:44:08 -- STEP: 104/330 -- GLOBAL_STEP: 294025 | > loss_disc: 2.3355820178985596 (2.3451858346278844) | > loss_disc_real_0: 0.11816343665122986 (0.10685442602978303) | > loss_disc_real_1: 0.1915709227323532 (0.19643219058903363) | > loss_disc_real_2: 0.24411176145076752 (0.2111393180317604) | > loss_disc_real_3: 0.21070817112922668 (0.22853044835993877) | > loss_disc_real_4: 0.2037220597267151 (0.23350335886845222) | > loss_disc_real_5: 0.2083396166563034 (0.22079511559926546) | > loss_0: 2.3355820178985596 (2.3451858346278844) | > grad_norm_0: tensor(6.7033, device='cuda:0') (tensor(9.2504, device='cuda:0')) | > loss_gen: 2.540503978729248 (2.4855543122841754) | > loss_kl: 1.9429562091827393 (1.9716801597521856) | > loss_feat: 6.968884468078613 (6.99265298476586) | > loss_mel: 17.54050064086914 (17.614938570902897) | > loss_duration: 2.032456159591675 (2.0020904174217806) | > loss_1: 31.025300979614258 (31.06691628236037) | > grad_norm_1: tensor(114.9511, device='cuda:0') (tensor(101.3010, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3631 (0.3744598970963405) | > loader_time: 0.004 (0.003677122868024386)  --> TIME: 2024-06-11 18:44:17 -- STEP: 129/330 -- GLOBAL_STEP: 294050 | > loss_disc: 2.313561201095581 (2.3520226497058716) | > loss_disc_real_0: 0.09892473369836807 (0.10883776572092559) | > loss_disc_real_1: 0.23079341650009155 (0.19667780179848043) | > loss_disc_real_2: 0.17006844282150269 (0.21171589553818224) | > loss_disc_real_3: 0.2393863946199417 (0.22928500325642814) | > loss_disc_real_4: 0.24425958096981049 (0.23298604786396027) | > loss_disc_real_5: 0.21467460691928864 (0.22093126200890356) | > loss_0: 2.313561201095581 (2.3520226497058716) | > grad_norm_0: tensor(5.3516, device='cuda:0') (tensor(9.6888, device='cuda:0')) | > loss_gen: 2.4165070056915283 (2.4805898352186806) | > loss_kl: 2.0331456661224365 (1.979701314785684) | > loss_feat: 7.10841703414917 (6.996568620666977) | > loss_mel: 17.728525161743164 (17.624964100445883) | > loss_duration: 1.9894030094146729 (2.0046500050744336) | > loss_1: 31.275997161865234 (31.08647380503573) | > grad_norm_1: tensor(84.3695, device='cuda:0') (tensor(101.0407, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3667 (0.373692323995191) | > loader_time: 0.0075 (0.0037846750067185987)  --> TIME: 2024-06-11 18:44:27 -- STEP: 154/330 -- GLOBAL_STEP: 294075 | > loss_disc: 2.392904758453369 (2.353331878587796) | > loss_disc_real_0: 0.11217080056667328 (0.10983079991170339) | > loss_disc_real_1: 0.18479806184768677 (0.19628642886490022) | > loss_disc_real_2: 0.2576008439064026 (0.2121843614361503) | > loss_disc_real_3: 0.23928357660770416 (0.2292502089947849) | > loss_disc_real_4: 0.24039064347743988 (0.23284805091944608) | > loss_disc_real_5: 0.19887402653694153 (0.22101903580999993) | > loss_0: 2.392904758453369 (2.353331878587796) | > grad_norm_0: tensor(18.2021, device='cuda:0') (tensor(10.2700, device='cuda:0')) | > loss_gen: 2.436368703842163 (2.480214632950819) | > loss_kl: 2.1768221855163574 (1.9918284826464467) | > loss_feat: 7.206995010375977 (6.994458433869597) | > loss_mel: 17.147193908691406 (17.60957620051) | > loss_duration: 2.0223536491394043 (2.0084442248592125) | > loss_1: 30.989734649658203 (31.084521987221457) | > grad_norm_1: tensor(199.6336, device='cuda:0') (tensor(105.5059, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3688 (0.3742829158708646) | > loader_time: 0.0039 (0.0038404046715079963)  --> TIME: 2024-06-11 18:44:36 -- STEP: 179/330 -- GLOBAL_STEP: 294100 | > loss_disc: 2.363302230834961 (2.3585064437802274) | > loss_disc_real_0: 0.14033782482147217 (0.11217521343317778) | > loss_disc_real_1: 0.20659737288951874 (0.197104558848136) | > loss_disc_real_2: 0.2164156436920166 (0.21204278339220825) | > loss_disc_real_3: 0.20440703630447388 (0.22888763357141165) | > loss_disc_real_4: 0.2157529592514038 (0.23230767083567613) | > loss_disc_real_5: 0.1825895756483078 (0.22173463682222633) | > loss_0: 2.363302230834961 (2.3585064437802274) | > grad_norm_0: tensor(19.0327, device='cuda:0') (tensor(11.7775, device='cuda:0')) | > loss_gen: 2.434319496154785 (2.4781938052044223) | > loss_kl: 2.075472593307495 (1.9935116095249878) | > loss_feat: 7.610464572906494 (6.988747596740723) | > loss_mel: 17.308185577392578 (17.576159557150735) | > loss_duration: 2.0671470165252686 (2.0145032146123536) | > loss_1: 31.495586395263672 (31.05111574993453) | > grad_norm_1: tensor(482.8060, device='cuda:0') (tensor(124.6484, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3799 (0.3755159298134914) | > loader_time: 0.0044 (0.003894362369729154)  --> TIME: 2024-06-11 18:44:46 -- STEP: 204/330 -- GLOBAL_STEP: 294125 | > loss_disc: 2.3058359622955322 (2.362321794033051) | > loss_disc_real_0: 0.10938158631324768 (0.1135213835274472) | > loss_disc_real_1: 0.18104931712150574 (0.19723010662139634) | > loss_disc_real_2: 0.20024801790714264 (0.2123780217679108) | > loss_disc_real_3: 0.22907152771949768 (0.2294948407832314) | > loss_disc_real_4: 0.22292768955230713 (0.2328953863505055) | > loss_disc_real_5: 0.24386811256408691 (0.2219645465705909) | > loss_0: 2.3058359622955322 (2.362321794033051) | > grad_norm_0: tensor(17.2109, device='cuda:0') (tensor(14.5199, device='cuda:0')) | > loss_gen: 2.668975591659546 (2.4848789853208206) | > loss_kl: 2.140638828277588 (2.0008214460868463) | > loss_feat: 8.12988567352295 (6.99460580068476) | > loss_mel: 17.786874771118164 (17.55303993412094) | > loss_duration: 2.024385929107666 (2.0226351244776857) | > loss_1: 32.750762939453125 (31.05598123400819) | > grad_norm_1: tensor(250.4179, device='cuda:0') (tensor(153.3746, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.3967 (0.37730466968872955) | > loader_time: 0.0046 (0.003995329725976085)  --> TIME: 2024-06-11 18:44:57 -- STEP: 229/330 -- GLOBAL_STEP: 294150 | > loss_disc: 2.393984079360962 (2.3625846096521914) | > loss_disc_real_0: 0.08836843073368073 (0.11453768505214604) | > loss_disc_real_1: 0.18769721686840057 (0.19720862246236429) | > loss_disc_real_2: 0.22729283571243286 (0.21316671885517488) | > loss_disc_real_3: 0.22540846467018127 (0.22925399315409264) | > loss_disc_real_4: 0.22670093178749084 (0.23196799851400884) | > loss_disc_real_5: 0.19921855628490448 (0.22133269470071168) | > loss_0: 2.393984079360962 (2.3625846096521914) | > grad_norm_0: tensor(17.8204, device='cuda:0') (tensor(17.6582, device='cuda:0')) | > loss_gen: 2.627035617828369 (2.4962707200945724) | > loss_kl: 2.2026405334472656 (2.0039762940469266) | > loss_feat: 6.782320499420166 (6.988871210006647) | > loss_mel: 17.26703453063965 (17.491663179022787) | > loss_duration: 2.1292824745178223 (2.0315411382366984) | > loss_1: 31.008312225341797 (31.012322479981002) | > grad_norm_1: tensor(485.1184, device='cuda:0') (tensor(185.9233, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.4075 (0.37969552377425936) | > loader_time: 0.0048 (0.00410631858625787)  --> TIME: 2024-06-11 18:45:07 -- STEP: 254/330 -- GLOBAL_STEP: 294175 | > loss_disc: 2.239193916320801 (2.3652692207201267) | > loss_disc_real_0: 0.0837966725230217 (0.11662077620684162) | > loss_disc_real_1: 0.18489335477352142 (0.19699742216763536) | > loss_disc_real_2: 0.1990656703710556 (0.2130112158735906) | > loss_disc_real_3: 0.22274138033390045 (0.22923872942530263) | > loss_disc_real_4: 0.2272893786430359 (0.2318584484260852) | > loss_disc_real_5: 0.19033564627170563 (0.22136857043805086) | > loss_0: 2.239193916320801 (2.3652692207201267) | > grad_norm_0: tensor(17.3829, device='cuda:0') (tensor(19.3942, device='cuda:0')) | > loss_gen: 2.5625548362731934 (2.4900885397993675) | > loss_kl: 2.0726120471954346 (2.005863159660279) | > loss_feat: 7.886830806732178 (6.980865726320762) | > loss_mel: 16.94852066040039 (17.439580770928096) | > loss_duration: 2.0803399085998535 (2.0390265588685277) | > loss_1: 31.550857543945312 (30.955424729294663) | > grad_norm_1: tensor(397.6240, device='cuda:0') (tensor(201.3999, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.4246 (0.3832830293910709) | > loader_time: 0.0056 (0.004228150750708394)  --> TIME: 2024-06-11 18:45:18 -- STEP: 279/330 -- GLOBAL_STEP: 294200 | > loss_disc: 2.494220018386841 (2.3726863920902277) | > loss_disc_real_0: 0.12692663073539734 (0.11775084407365878) | > loss_disc_real_1: 0.20000149309635162 (0.19953195932304563) | > loss_disc_real_2: 0.2292199283838272 (0.21282067115161582) | > loss_disc_real_3: 0.2231578677892685 (0.22940079093406704) | > loss_disc_real_4: 0.2755601108074188 (0.23240162522989363) | > loss_disc_real_5: 0.2277810275554657 (0.22212324219365268) | > loss_0: 2.494220018386841 (2.3726863920902277) | > grad_norm_0: tensor(6.8382, device='cuda:0') (tensor(19.1524, device='cuda:0')) | > loss_gen: 2.3127763271331787 (2.4831601992302907) | > loss_kl: 2.103529691696167 (2.0117974392402127) | > loss_feat: 6.8491363525390625 (6.979851421916784) | > loss_mel: 15.649175643920898 (17.400507168103296) | > loss_duration: 2.1449661254882812 (2.048633545530312) | > loss_1: 29.05958366394043 (30.923949730439) | > grad_norm_1: tensor(166.6034, device='cuda:0') (tensor(198.1601, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.4415 (0.38794609893607407) | > loader_time: 0.0062 (0.004367031076902986)  --> TIME: 2024-06-11 18:45:31 -- STEP: 304/330 -- GLOBAL_STEP: 294225 | > loss_disc: 2.4664173126220703 (2.3764460808352426) | > loss_disc_real_0: 0.1747448593378067 (0.11906460262099772) | > loss_disc_real_1: 0.1961243897676468 (0.19967919632204276) | > loss_disc_real_2: 0.23679284751415253 (0.21307918846019006) | > loss_disc_real_3: 0.23813435435295105 (0.22961799035731115) | > loss_disc_real_4: 0.26127687096595764 (0.2323635732755065) | > loss_disc_real_5: 0.2540978193283081 (0.22233161202778942) | > loss_0: 2.4664173126220703 (2.3764460808352426) | > grad_norm_0: tensor(12.6247, device='cuda:0') (tensor(18.5504, device='cuda:0')) | > loss_gen: 2.395789384841919 (2.476639640958686) | > loss_kl: 2.218217134475708 (2.016947236500288) | > loss_feat: 6.761379241943359 (6.985498902044799) | > loss_mel: 16.713884353637695 (17.360852304257847) | > loss_duration: 2.197265148162842 (2.0595591970180216) | > loss_1: 30.286537170410156 (30.89949723293907) | > grad_norm_1: tensor(112.2007, device='cuda:0') (tensor(191.0953, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 0.4806 (0.3951075931912974) | > loader_time: 0.0076 (0.004545076112998161)  --> TIME: 2024-06-11 18:45:58 -- STEP: 329/330 -- GLOBAL_STEP: 294250 | > loss_disc: 2.621237277984619 (2.3808003182106847) | > loss_disc_real_0: 0.16050295531749725 (0.12041728441974313) | > loss_disc_real_1: 0.23760205507278442 (0.20013135499504933) | > loss_disc_real_2: 0.16550762951374054 (0.21346062068518898) | > loss_disc_real_3: 0.25705257058143616 (0.22968534432283652) | > loss_disc_real_4: 0.23883120715618134 (0.23220167306781178) | > loss_disc_real_5: 0.26720237731933594 (0.22272716421849098) | > loss_0: 2.621237277984619 (2.3808003182106847) | > grad_norm_0: tensor(9.4436, device='cuda:0') (tensor(17.9442, device='cuda:0')) | > loss_gen: 2.4753503799438477 (2.4715258698333) | > loss_kl: 2.327383041381836 (2.02677675221104) | > loss_feat: 10.561604499816895 (7.077790857448404) | > loss_mel: 17.30275535583496 (17.34579378493289) | > loss_duration: 2.3003973960876465 (2.074140535661878) | > loss_1: 34.96748733520508 (30.996027740664033) | > grad_norm_1: tensor(92.2205, device='cuda:0') (tensor(184.3046, device='cuda:0')) | > current_lr_0: 0.00018499198339542563 | > current_lr_1: 0.00018499198339542563 | > step_time: 13.2923 (0.4478644759459336) | > loader_time: 0.0327 (0.004978109638017002)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.490511417388916 (2.490511417388916) | > loss_disc_real_0: 0.17024464905261993 (0.17024464905261993) | > loss_disc_real_1: 0.1766691952943802 (0.1766691952943802) | > loss_disc_real_2: 0.23060499131679535 (0.23060499131679535) | > loss_disc_real_3: 0.24151034653186798 (0.24151034653186798) | > loss_disc_real_4: 0.30954504013061523 (0.30954504013061523) | > loss_disc_real_5: 0.22756195068359375 (0.22756195068359375) | > loss_0: 2.490511417388916 (2.490511417388916) | > loss_gen: 2.2470896244049072 (2.2470896244049072) | > loss_kl: 1.538935899734497 (1.538935899734497) | > loss_feat: 5.042532444000244 (5.042532444000244) | > loss_mel: 15.583643913269043 (15.583643913269043) | > loss_duration: 2.8725409507751465 (2.8725409507751465) | > loss_1: 27.28474235534668 (27.28474235534668)  --> STEP: 1 | > loss_disc: 2.3095502853393555 (2.3095502853393555) | > loss_disc_real_0: 0.04682762175798416 (0.04682762175798416) | > loss_disc_real_1: 0.11570154875516891 (0.11570154875516891) | > loss_disc_real_2: 0.14761054515838623 (0.14761054515838623) | > loss_disc_real_3: 0.24456998705863953 (0.24456998705863953) | > loss_disc_real_4: 0.3199932873249054 (0.3199932873249054) | > loss_disc_real_5: 0.2436995506286621 (0.2436995506286621) | > loss_0: 2.3095502853393555 (2.3095502853393555) | > loss_gen: 2.356699228286743 (2.356699228286743) | > loss_kl: 3.184213399887085 (3.184213399887085) | > loss_feat: 8.485393524169922 (8.485393524169922) | > loss_mel: 19.05467987060547 (19.05467987060547) | > loss_duration: 2.4374821186065674 (2.4374821186065674) | > loss_1: 35.51846694946289 (35.51846694946289)  --> STEP: 2 | > loss_disc: 2.146998882293701 (2.2282745838165283) | > loss_disc_real_0: 0.06778983771800995 (0.057308729737997055) | > loss_disc_real_1: 0.1559404879808426 (0.13582101836800575) | > loss_disc_real_2: 0.11299774795770645 (0.13030414655804634) | > loss_disc_real_3: 0.18955719470977783 (0.21706359088420868) | > loss_disc_real_4: 0.26522311568260193 (0.29260820150375366) | > loss_disc_real_5: 0.19070343673229218 (0.21720149368047714) | > loss_0: 2.146998882293701 (2.2282745838165283) | > loss_gen: 2.329371929168701 (2.343035578727722) | > loss_kl: 3.030238628387451 (3.107226014137268) | > loss_feat: 7.095703125 (7.790548324584961) | > loss_mel: 18.7447566986084 (18.899718284606934) | > loss_duration: 2.556013584136963 (2.496747851371765) | > loss_1: 33.75608444213867 (34.63727569580078)  --> STEP: 3 | > loss_disc: 2.380155086517334 (2.2789014180501304) | > loss_disc_real_0: 0.15177570283412933 (0.08879772077004115) | > loss_disc_real_1: 0.26260465383529663 (0.17808223019043604) | > loss_disc_real_2: 0.1894242912530899 (0.1500108614563942) | > loss_disc_real_3: 0.1890297532081604 (0.2077189783255259) | > loss_disc_real_4: 0.2753300964832306 (0.2868488331635793) | > loss_disc_real_5: 0.26617395877838135 (0.23352564871311188) | > loss_0: 2.380155086517334 (2.2789014180501304) | > loss_gen: 2.402895450592041 (2.3629888693491616) | > loss_kl: 3.324948310852051 (3.179800113042196) | > loss_feat: 5.775241851806641 (7.1187795003255205) | > loss_mel: 17.167678833007812 (18.32237180074056) | > loss_duration: 2.2935924530029297 (2.42902938524882) | > loss_1: 30.96435546875 (33.41296895345052)  --> STEP: 4 | > loss_disc: 2.355119466781616 (2.2979559302330017) | > loss_disc_real_0: 0.13426117599010468 (0.10016358457505703) | > loss_disc_real_1: 0.20438127219676971 (0.18465699069201946) | > loss_disc_real_2: 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loss_disc_real_5: 0.18219007551670074 (0.2153441160917282) | > loss_0: 2.2101733684539795 (2.2803994178771974) | > loss_gen: 2.27546763420105 (2.321898031234741) | > loss_kl: 2.9932475090026855 (3.253743553161621) | > loss_feat: 6.018374919891357 (6.952942943572998) | > loss_mel: 17.189815521240234 (17.888508987426757) | > loss_duration: 2.4248526096343994 (2.419192886352539) | > loss_1: 30.901758193969727 (32.836285781860354)  --> STEP: 6 | > loss_disc: 2.52435302734375 (2.3210583527882895) | > loss_disc_real_0: 0.13732421398162842 (0.11106245592236519) | > loss_disc_real_1: 0.21290937066078186 (0.18762365107735) | > loss_disc_real_2: 0.23126129806041718 (0.1756265970567862) | > loss_disc_real_3: 0.22323881089687347 (0.21116508295138678) | > loss_disc_real_4: 0.23837608098983765 (0.2636864458521207) | > loss_disc_real_5: 0.21070516109466553 (0.2145709569255511) | > loss_0: 2.52435302734375 (2.3210583527882895) | > loss_gen: 2.086390972137451 (2.2826468547185264) | > loss_kl: 2.7734220027923584 (3.1736899614334106) | > loss_feat: 4.91897439956665 (6.6139481862386065) | > loss_mel: 16.95186996459961 (17.732402483622234) | > loss_duration: 2.1293842792510986 (2.3708914518356323) | > loss_1: 28.860042572021484 (32.17357858022054)  --> STEP: 7 | > loss_disc: 2.4334895610809326 (2.3371199539729526) | > loss_disc_real_0: 0.1559685319662094 (0.11747760964291436) | > loss_disc_real_1: 0.19524474442005157 (0.1887123786977359) | > loss_disc_real_2: 0.16684895753860474 (0.17437264855418885) | > loss_disc_real_3: 0.23546339571475983 (0.2146362704890115) | > loss_disc_real_4: 0.2984071671962738 (0.2686465489012854) | > loss_disc_real_5: 0.23233763873577118 (0.2171090543270111) | > loss_0: 2.4334895610809326 (2.3371199539729526) | > loss_gen: 2.2784204483032227 (2.282043082373483) | > loss_kl: 4.274160385131836 (3.330900021961757) | > loss_feat: 4.751241207122803 (6.347847189222064) | > loss_mel: 14.944162368774414 (17.334082467215403) | > loss_duration: 2.537537097930908 (2.394697972706386) | > loss_1: 28.7855224609375 (31.689570563180105)  --> STEP: 8 | > loss_disc: 2.277620792388916 (2.329682558774948) | > loss_disc_real_0: 0.12085849046707153 (0.11790021974593401) | > loss_disc_real_1: 0.17706714570522308 (0.18725672457367182) | > loss_disc_real_2: 0.22706615924835205 (0.18095933739095926) | > loss_disc_real_3: 0.24508419632911682 (0.21844226121902466) | > loss_disc_real_4: 0.2456432580947876 (0.2657711375504732) | > loss_disc_real_5: 0.1645457148551941 (0.21053863689303398) | > loss_0: 2.277620792388916 (2.329682558774948) | > loss_gen: 2.4320175647735596 (2.3007898926734924) | > loss_kl: 3.278771162033081 (3.3243839144706726) | > loss_feat: 8.63560962677002 (6.633817493915558) | > loss_mel: 16.955190658569336 (17.286720991134644) | > loss_duration: 2.2501401901245117 (2.3766282498836517) | > loss_1: 33.55173110961914 (31.922340631484985)  --> STEP: 9 | > loss_disc: 2.440671920776367 (2.342014710108439) | > loss_disc_real_0: 0.13735173642635345 (0.12006149937709172) | > loss_disc_real_1: 0.193661168217659 (0.18796832942300373) | > loss_disc_real_2: 0.1753765493631363 (0.18033902761009005) | > loss_disc_real_3: 0.2513556480407715 (0.22209930419921875) | > loss_disc_real_4: 0.3075825273990631 (0.27041684753364986) | > loss_disc_real_5: 0.23910164833068848 (0.21371230483055115) | > loss_0: 2.440671920776367 (2.342014710108439) | > loss_gen: 2.340007781982422 (2.3051474359300403) | > loss_kl: 2.3584139347076416 (3.217053916719225) | > loss_feat: 7.658694744110107 (6.747692743937175) | > loss_mel: 17.272127151489258 (17.285099453396267) | > loss_duration: 2.1965291500091553 (2.3566172387864857) | > loss_1: 31.825773239135742 (31.911610921223957)  --> STEP: 10 | > loss_disc: 2.4861018657684326 (2.3564234256744383) | > loss_disc_real_0: 0.1967857927083969 (0.12773392871022224) | > loss_disc_real_1: 0.2215593308210373 (0.19132742956280707) | > loss_disc_real_2: 0.21440398693084717 (0.18374552354216575) | > loss_disc_real_3: 0.2532048523426056 (0.22520985901355745) | > loss_disc_real_4: 0.2141144573688507 (0.26478660851716995) | > loss_disc_real_5: 0.1460595577955246 (0.2069470301270485) | > loss_0: 2.4861018657684326 (2.3564234256744383) | > loss_gen: 2.1907360553741455 (2.2937062978744507) | > loss_kl: 3.706394910812378 (3.26598801612854) | > loss_feat: 5.779967308044434 (6.6509202003479) | > loss_mel: 14.01223373413086 (16.957812881469728) | > loss_duration: 2.369722366333008 (2.357927751541138) | > loss_1: 28.05905532836914 (31.526355361938478)  --> STEP: 11 | > loss_disc: 2.5584757328033447 (2.374791817231612) | > loss_disc_real_0: 0.12339947372674942 (0.12733988734808835) | > loss_disc_real_1: 0.2234143316745758 (0.19424442066387695) | > loss_disc_real_2: 0.18496422469615936 (0.18385631455616516) | > loss_disc_real_3: 0.2225600928068161 (0.22496897117658096) | > loss_disc_real_4: 0.33222895860671997 (0.2709177312525836) | > loss_disc_real_5: 0.2589680850505829 (0.2116762169382789) | > loss_0: 2.5584757328033447 (2.374791817231612) | > loss_gen: 2.1671581268310547 (2.2822019186886875) | > loss_kl: 3.3963208198547363 (3.2778364528309214) | > loss_feat: 5.88287353515625 (6.581097776239568) | > loss_mel: 14.987998008728027 (16.77873880212957) | > loss_duration: 2.510981559753418 (2.3718417341058906) | > loss_1: 28.945331573486328 (31.291716835715555)  --> STEP: 12 | > loss_disc: 2.4398880004882812 (2.3802164991696677) | > loss_disc_real_0: 0.11004640907049179 (0.12589876415828863) | > loss_disc_real_1: 0.2026171237230301 (0.1949421459188064) | > loss_disc_real_2: 0.15337102115154266 (0.1813158734391133) | > loss_disc_real_3: 0.23579616844654083 (0.22587123761574426) | > loss_disc_real_4: 0.23797328770160675 (0.2681723609566689) | > loss_disc_real_5: 0.2586049437522888 (0.2155869441727797) | > loss_0: 2.4398880004882812 (2.3802164991696677) | > loss_gen: 2.070791721343994 (2.264584402243296) | > loss_kl: 3.6243162155151367 (3.3067097663879395) | > loss_feat: 5.723391056060791 (6.50962221622467) | > loss_mel: 17.212554931640625 (16.81489014625549) | > loss_duration: 2.3073787689208984 (2.3664698203404746) | > loss_1: 30.938432693481445 (31.262276490529377)  --> STEP: 13 | > loss_disc: 2.435117244720459 (2.3844396334428053) | > loss_disc_real_0: 0.14264625310897827 (0.12718703253911093) | > loss_disc_real_1: 0.2496003955602646 (0.19914662666045702) | > loss_disc_real_2: 0.16884127259254456 (0.180356288758608) | > loss_disc_real_3: 0.2584492862224579 (0.22837724135472223) | > loss_disc_real_4: 0.24054765701293945 (0.2660473837302282) | > loss_disc_real_5: 0.1512962430715561 (0.21064150562653175) | > loss_0: 2.435117244720459 (2.3844396334428053) | > loss_gen: 2.141789674758911 (2.2551386539752665) | > loss_kl: 3.2809054851531982 (3.3047248216775746) | > loss_feat: 7.691989421844482 (6.600573539733887) | > loss_mel: 17.2442684173584 (16.847919244032635) | > loss_duration: 2.2555992603302 (2.3579413157242994) | > loss_1: 32.61455154418945 (31.36629764850323)  --> STEP: 14 | > loss_disc: 2.331104278564453 (2.3806299652372087) | > loss_disc_real_0: 0.1676502823829651 (0.1300772646708148) | > loss_disc_real_1: 0.1517113596200943 (0.19575839330043113) | > loss_disc_real_2: 0.15745779871940613 (0.17872068232723645) | > loss_disc_real_3: 0.17785979807376862 (0.22476885254893983) | > loss_disc_real_4: 0.25819942355155945 (0.26548681514603756) | > loss_disc_real_5: 0.09439612179994583 (0.20233826392463275) | > loss_0: 2.331104278564453 (2.3806299652372087) | > loss_gen: 2.1259377002716064 (2.245910014425005) | > loss_kl: 4.009066104888916 (3.3550349133355275) | > loss_feat: 8.54654598236084 (6.739571571350098) | > loss_mel: 18.86813735961914 (16.9922205380031) | > loss_duration: 2.3714632987976074 (2.358907171658107) | > loss_1: 35.92115020751953 (31.691644259861537)  --> STEP: 15 | > loss_disc: 2.4165360927581787 (2.3830237070719402) | > loss_disc_real_0: 0.19995838403701782 (0.134736005961895) | > loss_disc_real_1: 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loss_disc_real_4: 0.3078625798225403 (0.26635447796434164) | > loss_disc_real_5: 0.23688097298145294 (0.20614445162937045) | > loss_0: 2.6402928829193115 (2.399103030562401) | > loss_gen: 2.2938666343688965 (2.256445124745369) | > loss_kl: 2.3498432636260986 (3.3164709210395813) | > loss_feat: 5.256677627563477 (6.77077442407608) | > loss_mel: 11.916603088378906 (16.643627703189843) | > loss_duration: 2.408292770385742 (2.3620090931653976) | > loss_1: 24.225284576416016 (31.349327445030212)  --> STEP: 17 | > loss_disc: 2.5572664737701416 (2.4084067625157974) | > loss_disc_real_0: 0.14578396081924438 (0.14504099461962194) | > loss_disc_real_1: 0.20552031695842743 (0.19878597864333322) | > loss_disc_real_2: 0.2236509621143341 (0.18174743959132364) | > loss_disc_real_3: 0.21989743411540985 (0.2313511897535885) | > loss_disc_real_4: 0.3009791970252991 (0.268391226144398) | > loss_disc_real_5: 0.2883429527282715 (0.21097965757636464) | > loss_0: 2.5572664737701416 (2.4084067625157974) | > loss_gen: 2.31611704826355 (2.259955237893497) | > loss_kl: 2.5214574337005615 (3.269705421784345) | > loss_feat: 5.779560089111328 (6.7124676984899185) | > loss_mel: 16.998186111450195 (16.664484080146334) | > loss_duration: 2.4611406326293945 (2.3678403601926914) | > loss_1: 30.076461791992188 (31.274452994851504)  --> STEP: 18 | > loss_disc: 2.6775307655334473 (2.423358096016778) | > loss_disc_real_0: 0.13666659593582153 (0.14457575024829972) | > loss_disc_real_1: 0.1527900993824005 (0.19623065201772583) | > loss_disc_real_2: 0.2064073532819748 (0.1831174347963598) | > loss_disc_real_3: 0.24047665297985077 (0.2318581599328253) | > loss_disc_real_4: 0.44362306594848633 (0.2781263283557362) | > loss_disc_real_5: 0.2935514748096466 (0.2155669807559914) | > loss_0: 2.6775307655334473 (2.423358096016778) | > loss_gen: 2.273253917694092 (2.260694053437975) | > loss_kl: 2.817091941833496 (3.244560228453742) | > loss_feat: 8.547971725463867 (6.814440144432916) | > loss_mel: 16.94807243347168 (16.68023898866441) | > loss_duration: 2.2411417961120605 (2.3608015510771008) | > loss_1: 32.82753372192383 (31.360735257466633)  --> STEP: 19 | > loss_disc: 2.4944067001342773 (2.4270974962334884) | > loss_disc_real_0: 0.18974217772483826 (0.14695293064180173) | > loss_disc_real_1: 0.2051524966955185 (0.19670022279024124) | > loss_disc_real_2: 0.12857948243618011 (0.1802470162510872) | > loss_disc_real_3: 0.2270195484161377 (0.2316034961687891) | > loss_disc_real_4: 0.30667975544929504 (0.27962914030802877) | > loss_disc_real_5: 0.293448269367218 (0.21966599594605596) | > loss_0: 2.4944067001342773 (2.4270974962334884) | > loss_gen: 2.293062925338745 (2.262397678274857) | > loss_kl: 2.229436159133911 (3.1911326458579614) | > loss_feat: 5.815280914306641 (6.761852816531532) | > loss_mel: 15.589566230773926 (16.62283515930175) | > loss_duration: 2.363786220550537 (2.360958638944124) | > loss_1: 28.2911319732666 (31.199177189877158)  --> STEP: 20 | > loss_disc: 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(0.2859008373184638) | > loss_disc_real_5: 0.20434404909610748 (0.22401867705312642) | > loss_0: 2.5496833324432373 (2.4533517902547666) | > loss_gen: 2.040785312652588 (2.2663746313615274) | > loss_kl: 2.1656136512756348 (3.0517208034341987) | > loss_feat: 5.965209007263184 (6.619910651987249) | > loss_mel: 16.26513671875 (16.517806920138266) | > loss_duration: 2.20156192779541 (2.3417196815664116) | > loss_1: 28.6383056640625 (30.79753286188299)  --> STEP: 23 | > loss_disc: 2.598823070526123 (2.459676628527434) | > loss_disc_real_0: 0.2486530840396881 (0.15472269835679428) | > loss_disc_real_1: 0.26360154151916504 (0.20464761004499768) | > loss_disc_real_2: 0.20725306868553162 (0.18449489156837048) | > loss_disc_real_3: 0.26824265718460083 (0.23847075908080392) | > loss_disc_real_4: 0.29270824790000916 (0.2861968116915744) | > loss_disc_real_5: 0.2501887083053589 (0.22515650449887567) | > loss_0: 2.598823070526123 (2.459676628527434) | > loss_gen: 2.3395700454711914 (2.269557040670643) | > loss_kl: 2.290173292160034 (3.018610042074452) | > loss_feat: 4.510664939880371 (6.528204316678255) | > loss_mel: 15.69060230255127 (16.48184150198231) | > loss_duration: 2.296854019165039 (2.339769000592439) | > loss_1: 27.12786293029785 (30.637981995292332)  --> STEP: 24 | > loss_disc: 2.280721664428711 (2.452220171689987) | > loss_disc_real_0: 0.07660634815692902 (0.1514678504317999) | > loss_disc_real_1: 0.1723572462797165 (0.20330217822144428) | > loss_disc_real_2: 0.16342584788799286 (0.18361701474835476) | > loss_disc_real_3: 0.221146821975708 (0.23774892836809158) | > loss_disc_real_4: 0.17982494831085205 (0.2817646507173776) | > loss_disc_real_5: 0.20513807237148285 (0.2243224031602343) | > loss_0: 2.280721664428711 (2.452220171689987) | > loss_gen: 2.2076096534729004 (2.2669758995374036) | > loss_kl: 2.0805182456970215 (2.9795228838920593) | > loss_feat: 8.779799461364746 (6.622020781040192) | > loss_mel: 18.053905487060547 (16.547344168027234) | > loss_duration: 2.413410186767578 (2.3428373833497367) | > loss_1: 33.535240173339844 (30.75870108604431)  --> STEP: 25 | > loss_disc: 2.5712265968322754 (2.4569804286956787) | > loss_disc_real_0: 0.09242977201938629 (0.14910632729530335) | > loss_disc_real_1: 0.24578888714313507 (0.2050016465783119) | > loss_disc_real_2: 0.20867404341697693 (0.18461929589509965) | > loss_disc_real_3: 0.28334641456604004 (0.23957282781600953) | > loss_disc_real_4: 0.32660698890686035 (0.2835583442449569) | > loss_disc_real_5: 0.3443683087825775 (0.22912423938512802) | > loss_0: 2.5712265968322754 (2.4569804286956787) | > loss_gen: 2.2849955558776855 (2.267696685791015) | > loss_kl: 2.576075553894043 (2.9633849906921386) | > loss_feat: 5.414529323577881 (6.573721122741699) | > loss_mel: 15.516647338867188 (16.50611629486083) | > loss_duration: 2.368316650390625 (2.343856554031372) | > loss_1: 28.160564422607422 (30.654775619506836)  --> STEP: 26 | > loss_disc: 2.8048975467681885 (2.4703618563138523) | > loss_disc_real_0: 0.3286297917366028 (0.156011075927661) | > loss_disc_real_1: 0.24917501211166382 (0.20670062217574853) | > loss_disc_real_2: 0.18331582844257355 (0.18456916253154093) | > loss_disc_real_3: 0.2635897397994995 (0.24049655519998991) | > loss_disc_real_4: 0.2193613052368164 (0.2810892273600284) | > loss_disc_real_5: 0.176090270280838 (0.22708447134265533) | > loss_0: 2.8048975467681885 (2.4703618563138523) | > loss_gen: 1.8763784170150757 (2.252645983145787) | > loss_kl: 2.8278605937957764 (2.9581725138884325) | > loss_feat: 7.076907157897949 (6.59307443178617) | > loss_mel: 9.396089553833008 (16.23265372789822) | > loss_duration: 2.270937919616699 (2.341051991169269) | > loss_1: 23.44817352294922 (30.377598615793083) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024699339499840364 (+0.00012862682342529254) | > avg_loss_disc: 2.4703618563138523 (-0.07283464761880776) | > avg_loss_disc_real_0: 0.156011075927661 (-0.03838727078758755) | > avg_loss_disc_real_1: 0.20670062217574853 (-0.013303359827170014) | > avg_loss_disc_real_2: 0.18456916253154093 (-0.07436892619499796) | > avg_loss_disc_real_3: 0.24049655519998991 (+0.010206364095211029) | > avg_loss_disc_real_4: 0.2810892273600284 (-0.056257260533479625) | > avg_loss_disc_real_5: 0.22708447134265533 (+0.003064190825590729) | > avg_loss_0: 2.4703618563138523 (-0.07283464761880776) | > avg_loss_gen: 2.252645983145787 (-0.26885697933343744) | > avg_loss_kl: 2.9581725138884325 (-0.005375830026773443) | > avg_loss_feat: 6.59307443178617 (-0.486977980687068) | > avg_loss_mel: 16.23265372789822 (-1.4399446707505525) | > avg_loss_duration: 2.341051991169269 (+0.006512531867393978) | > avg_loss_1: 30.377598615793083 (-2.1946431673490068) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_294251.pth  > EPOCH: 625/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:46:13)   --> TIME: 2024-06-11 18:46:23 -- STEP: 24/330 -- GLOBAL_STEP: 294275 | > loss_disc: 2.454981803894043 (2.344671974579493) | > loss_disc_real_0: 0.13869798183441162 (0.10241279409577449) | > loss_disc_real_1: 0.19452284276485443 (0.19443670287728312) | > loss_disc_real_2: 0.23413172364234924 (0.21595491468906403) | > loss_disc_real_3: 0.2462095022201538 (0.2288596617678801) | > loss_disc_real_4: 0.22544099390506744 (0.24042589900394282) | > loss_disc_real_5: 0.2138986736536026 (0.22583074246843657) | > loss_0: 2.454981803894043 (2.344671974579493) | > grad_norm_0: tensor(7.5276, device='cuda:0') (tensor(9.3972, device='cuda:0')) | > loss_gen: 2.3834500312805176 (2.5056942601998653) | > loss_kl: 2.0358753204345703 (1.9473653485377629) | > loss_feat: 6.8375678062438965 (6.888828416665395) | > loss_mel: 17.56343650817871 (17.802206834157307) | > loss_duration: 1.965308427810669 (2.0538849532604218) | > loss_1: 30.7856388092041 (31.197979768117268) | > grad_norm_1: tensor(80.1272, device='cuda:0') (tensor(98.8086, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.3659 (0.3704280952612559) | > loader_time: 0.004 (0.0035673975944519043)  --> TIME: 2024-06-11 18:46:32 -- STEP: 49/330 -- GLOBAL_STEP: 294300 | > loss_disc: 2.3673038482666016 (2.347718097725693) | > loss_disc_real_0: 0.14316779375076294 (0.10533420726352809) | > loss_disc_real_1: 0.21099095046520233 (0.19712708525511682) | > loss_disc_real_2: 0.16970346868038177 (0.21374933391201253) | > loss_disc_real_3: 0.20403969287872314 (0.22990323876848026) | > loss_disc_real_4: 0.246558278799057 (0.23636250623634883) | > loss_disc_real_5: 0.24866734445095062 (0.22466930747032166) | > loss_0: 2.3673038482666016 (2.347718097725693) | > grad_norm_0: tensor(23.0741, device='cuda:0') (tensor(9.2628, device='cuda:0')) | > loss_gen: 2.4590744972229004 (2.4945521695273265) | > loss_kl: 2.0577304363250732 (1.9452309170547797) | > loss_feat: 7.345500946044922 (6.935796319221963) | > loss_mel: 17.195026397705078 (17.68227117888781) | > loss_duration: 1.936061143875122 (2.017005798768024) | > loss_1: 30.99339485168457 (31.07485631047463) | > grad_norm_1: tensor(246.1473, device='cuda:0') (tensor(103.2338, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.3671 (0.3689503134513388) | > loader_time: 0.0037 (0.0036541491138691803)  --> TIME: 2024-06-11 18:46:42 -- STEP: 74/330 -- GLOBAL_STEP: 294325 | > loss_disc: 2.258753776550293 (2.354764393858007) | > loss_disc_real_0: 0.11011914908885956 (0.10779691568097553) | > loss_disc_real_1: 0.1920175850391388 (0.19752293643919194) | > loss_disc_real_2: 0.21251630783081055 (0.2142851276172174) | > loss_disc_real_3: 0.21763309836387634 (0.23009027963554537) | > loss_disc_real_4: 0.23992924392223358 (0.23404137790203094) | > loss_disc_real_5: 0.20494744181632996 (0.22325052200136958) | > loss_0: 2.258753776550293 (2.354764393858007) | > grad_norm_0: tensor(18.1397, device='cuda:0') (tensor(11.1371, device='cuda:0')) | > loss_gen: 2.463500499725342 (2.484162069655754) | > loss_kl: 2.0924837589263916 (1.9648992548117767) | > loss_feat: 7.370784759521484 (6.978256618654406) | > loss_mel: 17.895849227905273 (17.66741631482098) | > loss_duration: 1.9279820919036865 (2.001541606477789) | > loss_1: 31.750600814819336 (31.09627579353951) | > grad_norm_1: tensor(98.3362, device='cuda:0') (tensor(135.9849, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.3753 (0.3711838528916642) | > loader_time: 0.0043 (0.0037703546317848)  --> TIME: 2024-06-11 18:46:51 -- STEP: 99/330 -- GLOBAL_STEP: 294350 | > loss_disc: 2.445629119873047 (2.3546358286732376) | > loss_disc_real_0: 0.10827909409999847 (0.10826168051271727) | > loss_disc_real_1: 0.2670959234237671 (0.19832387822444994) | > loss_disc_real_2: 0.23329533636569977 (0.21388071685126334) | > loss_disc_real_3: 0.25449898838996887 (0.22946596657386933) | > loss_disc_real_4: 0.23349043726921082 (0.23330962808445246) | > loss_disc_real_5: 0.21588416397571564 (0.22243262511311154) | > loss_0: 2.445629119873047 (2.3546358286732376) | > grad_norm_0: tensor(20.6043, device='cuda:0') (tensor(12.7908, device='cuda:0')) | > loss_gen: 2.4344358444213867 (2.482568813092781) | > loss_kl: 1.9112772941589355 (1.9756760356402157) | > loss_feat: 6.8453264236450195 (6.9294190936618385) | > loss_mel: 17.600011825561523 (17.566906187269417) | > loss_duration: 2.019756317138672 (2.001791435058671) | > loss_1: 30.810806274414062 (30.956361500903814) | > grad_norm_1: tensor(112.4614, device='cuda:0') (tensor(153.3823, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.3609 (0.3699732043526389) | > loader_time: 0.0044 (0.003839182131218188)  --> TIME: 2024-06-11 18:47:01 -- STEP: 124/330 -- GLOBAL_STEP: 294375 | > loss_disc: 2.389402151107788 (2.3570706094464944) | > loss_disc_real_0: 0.07931060343980789 (0.10920318738827782) | > loss_disc_real_1: 0.17126646637916565 (0.19781763202721073) | > loss_disc_real_2: 0.21176813542842865 (0.2135709391966943) | > loss_disc_real_3: 0.2219911366701126 (0.22968651005817997) | > loss_disc_real_4: 0.2181108444929123 (0.2331071858925204) | > loss_disc_real_5: 0.2053668200969696 (0.22233380124934257) | > loss_0: 2.389402151107788 (2.3570706094464944) | > grad_norm_0: tensor(11.2423, device='cuda:0') (tensor(13.6284, device='cuda:0')) | > loss_gen: 2.3947060108184814 (2.4819385582400906) | > loss_kl: 2.023080587387085 (1.9887496905942117) | > loss_feat: 7.153958320617676 (6.940658726999836) | > loss_mel: 17.688858032226562 (17.569097149756654) | > loss_duration: 2.0152525901794434 (2.0045521826513353) | > loss_1: 31.27585792541504 (30.984996303435295) | > grad_norm_1: tensor(239.1622, device='cuda:0') (tensor(165.4049, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.362 (0.369346312938198) | > loader_time: 0.004 (0.0038895876176895635)  --> TIME: 2024-06-11 18:47:10 -- STEP: 149/330 -- GLOBAL_STEP: 294400 | > loss_disc: 2.278024196624756 (2.3614864589383933) | > loss_disc_real_0: 0.10117881000041962 (0.11183291928680152) | > loss_disc_real_1: 0.18201209604740143 (0.19869124359332474) | > loss_disc_real_2: 0.23166142404079437 (0.21377059467286866) | > loss_disc_real_3: 0.22315336763858795 (0.22972424628350557) | > loss_disc_real_4: 0.215701624751091 (0.23200250131971883) | > loss_disc_real_5: 0.2065611630678177 (0.2219417898246906) | > loss_0: 2.278024196624756 (2.3614864589383933) | > grad_norm_0: tensor(25.6732, device='cuda:0') (tensor(16.6071, device='cuda:0')) | > loss_gen: 2.447664737701416 (2.4843203397405236) | > loss_kl: 1.9519065618515015 (1.999345765017823) | > loss_feat: 6.954031467437744 (6.949927624440033) | > loss_mel: 17.056650161743164 (17.564630700437824) | > loss_duration: 2.0342493057250977 (2.0086800692065445) | > loss_1: 30.444503784179688 (31.006904474040805) | > grad_norm_1: tensor(288.5912, device='cuda:0') (tensor(198.1510, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.3689 (0.37053266307651594) | > loader_time: 0.0043 (0.00396530580200605)  --> TIME: 2024-06-11 18:47:20 -- STEP: 174/330 -- GLOBAL_STEP: 294425 | > loss_disc: 2.341566562652588 (2.3579410191239982) | > loss_disc_real_0: 0.1427505612373352 (0.11156661016331322) | > loss_disc_real_1: 0.26027512550354004 (0.1987534606422501) | > loss_disc_real_2: 0.21970200538635254 (0.21340218914308764) | > loss_disc_real_3: 0.2519020140171051 (0.2299683005816635) | > loss_disc_real_4: 0.22304819524288177 (0.23066292249265757) | > loss_disc_real_5: 0.21614858508110046 (0.22143121902970062) | > loss_0: 2.341566562652588 (2.3579410191239982) | > grad_norm_0: tensor(38.2339, device='cuda:0') (tensor(17.4711, device='cuda:0')) | > loss_gen: 2.627758502960205 (2.4996562360347014) | > loss_kl: 2.0593857765197754 (2.0034325575006426) | > loss_feat: 6.7454376220703125 (6.973889394738208) | > loss_mel: 17.648788452148438 (17.547136010794816) | > loss_duration: 2.1207010746002197 (2.014098448999996) | > loss_1: 31.202070236206055 (31.03821262271925) | > grad_norm_1: tensor(218.6214, device='cuda:0') (tensor(214.7039, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.3772 (0.3723843823904279) | > loader_time: 0.0047 (0.0040555986864813445)  --> TIME: 2024-06-11 18:47:30 -- STEP: 199/330 -- GLOBAL_STEP: 294450 | > loss_disc: 2.4644012451171875 (2.352177682234415) | > loss_disc_real_0: 0.13898488879203796 (0.11384883874924338) | > loss_disc_real_1: 0.20821639895439148 (0.19833120838481577) | > loss_disc_real_2: 0.26289719343185425 (0.2132049715848424) | > loss_disc_real_3: 0.24870438873767853 (0.2299158082685279) | > loss_disc_real_4: 0.2215842753648758 (0.2285070531631834) | > loss_disc_real_5: 0.2240346372127533 (0.2200686297374754) | > loss_0: 2.4644012451171875 (2.352177682234415) | > grad_norm_0: tensor(49.4535, device='cuda:0') (tensor(21.3591, device='cuda:0')) | > loss_gen: 2.21933913230896 (2.5139614241806125) | > loss_kl: 1.8287097215652466 (2.004388107726323) | > loss_feat: 6.198827743530273 (7.015138942392627) | > loss_mel: 17.32708740234375 (17.512660213451305) | > loss_duration: 2.1300296783447266 (2.0221946449136) | > loss_1: 29.703994750976562 (31.06834328234495) | > grad_norm_1: tensor(344.8958, device='cuda:0') (tensor(247.2022, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.4264 (0.37635437447821085) | > loader_time: 0.0058 (0.004171715309871501)  --> TIME: 2024-06-11 18:47:41 -- STEP: 224/330 -- GLOBAL_STEP: 294475 | > loss_disc: 2.3075859546661377 (2.359654839549745) | > loss_disc_real_0: 0.0829906016588211 (0.11528370406345598) | > loss_disc_real_1: 0.17504233121871948 (0.19842085847631097) | > loss_disc_real_2: 0.16585661470890045 (0.21319096056478362) | > loss_disc_real_3: 0.24423164129257202 (0.23002363688179425) | > loss_disc_real_4: 0.19552983343601227 (0.22940240634073103) | > loss_disc_real_5: 0.20518478751182556 (0.2215065841696092) | > loss_0: 2.3075859546661377 (2.359654839549745) | > grad_norm_0: tensor(49.4578, device='cuda:0') (tensor(23.9768, device='cuda:0')) | > loss_gen: 2.638141632080078 (2.509818605014257) | > loss_kl: 2.101691484451294 (2.0085702612996106) | > loss_feat: 8.02749252319336 (6.9992483002798895) | > loss_mel: 17.98240852355957 (17.486315556934912) | > loss_duration: 2.1453452110290527 (2.0298552443938567) | > loss_1: 32.895076751708984 (31.03380790778569) | > grad_norm_1: tensor(544.0824, device='cuda:0') (tensor(267.3723, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.4065 (0.37985195113079895) | > loader_time: 0.0057 (0.004285679331847599)  --> TIME: 2024-06-11 18:47:52 -- STEP: 249/330 -- GLOBAL_STEP: 294500 | > loss_disc: 2.263028144836426 (2.364406388447466) | > loss_disc_real_0: 0.10671558231115341 (0.1172011062263485) | > loss_disc_real_1: 0.16885167360305786 (0.19840246821981836) | > loss_disc_real_2: 0.1859305202960968 (0.21336893677472107) | > loss_disc_real_3: 0.2084839791059494 (0.2301601569456269) | > loss_disc_real_4: 0.19801047444343567 (0.23028591771920523) | > loss_disc_real_5: 0.20918168127536774 (0.22191920284047184) | > loss_0: 2.263028144836426 (2.364406388447466) | > grad_norm_0: tensor(56.2404, device='cuda:0') (tensor(26.1158, device='cuda:0')) | > loss_gen: 2.4833803176879883 (2.5068608699553474) | > loss_kl: 2.0780279636383057 (2.009797225515527) | > loss_feat: 7.421840667724609 (6.987289943848269) | > loss_mel: 17.34172248840332 (17.45968046533057) | > loss_duration: 2.1081809997558594 (2.038063714303164) | > loss_1: 31.433151245117188 (31.001692162938866) | > grad_norm_1: tensor(636.3456, device='cuda:0') (tensor(279.7469, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.4201 (0.38404949984876036) | > loader_time: 0.0063 (0.004430120728580827) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_294500.pth  --> TIME: 2024-06-11 18:48:07 -- STEP: 274/330 -- GLOBAL_STEP: 294525 | > loss_disc: 2.394366502761841 (2.3669853175643585) | > loss_disc_real_0: 0.12781785428524017 (0.1181674529220501) | > loss_disc_real_1: 0.2356317788362503 (0.1989138194896879) | > loss_disc_real_2: 0.2333972454071045 (0.21333067668397926) | > loss_disc_real_3: 0.23204514384269714 (0.23036590077146127) | > loss_disc_real_4: 0.2577512264251709 (0.23038138916892725) | > loss_disc_real_5: 0.21650661528110504 (0.22211432244873394) | > loss_0: 2.394366502761841 (2.3669853175643585) | > grad_norm_0: tensor(35.6217, device='cuda:0') (tensor(26.5992, device='cuda:0')) | > loss_gen: 2.3844666481018066 (2.5014009040637615) | > loss_kl: 2.070348024368286 (2.0126999055382115) | > loss_feat: 7.011133193969727 (6.9974086232429) | > loss_mel: 16.62088966369629 (17.418186591489484) | > loss_duration: 2.1401093006134033 (2.046492415188001) | > loss_1: 30.226945877075195 (30.976188395145165) | > grad_norm_1: tensor(523.2178, device='cuda:0') (tensor(287.1981, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.4451 (0.3898168489010665) | > loader_time: 0.0061 (0.004586801041651817)  --> TIME: 2024-06-11 18:48:19 -- STEP: 299/330 -- GLOBAL_STEP: 294550 | > loss_disc: 2.327183246612549 (2.3682828204687625) | > loss_disc_real_0: 0.15103986859321594 (0.11854817180031518) | > loss_disc_real_1: 0.2005140334367752 (0.19903913728369516) | > loss_disc_real_2: 0.19133588671684265 (0.21319877219239994) | > loss_disc_real_3: 0.24332398176193237 (0.23057909863050965) | > loss_disc_real_4: 0.21375824511051178 (0.2300472586948337) | > loss_disc_real_5: 0.19928289949893951 (0.22192476729684849) | > loss_0: 2.327183246612549 (2.3682828204687625) | > grad_norm_0: tensor(42.6832, device='cuda:0') (tensor(26.7126, device='cuda:0')) | > loss_gen: 2.3906748294830322 (2.495315326097419) | > loss_kl: 1.918367862701416 (2.016047270800358) | > loss_feat: 6.711874485015869 (6.987715883797228) | > loss_mel: 16.630128860473633 (17.370878745879622) | > loss_duration: 2.2107231616973877 (2.057023155649369) | > loss_1: 29.861770629882812 (30.926980379034443) | > grad_norm_1: tensor(322.5198, device='cuda:0') (tensor(291.2350, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.4821 (0.39604390106073584) | > loader_time: 0.0069 (0.0047544149252084595)  --> TIME: 2024-06-11 18:48:33 -- STEP: 324/330 -- GLOBAL_STEP: 294575 | > loss_disc: 2.564178943634033 (2.372163935208027) | > loss_disc_real_0: 0.20196305215358734 (0.11983942824565334) | > loss_disc_real_1: 0.20361840724945068 (0.19925589440965355) | > loss_disc_real_2: 0.26756513118743896 (0.21321504020396564) | > loss_disc_real_3: 0.25263944268226624 (0.23067691310504337) | > loss_disc_real_4: 0.21314658224582672 (0.23051270171080102) | > loss_disc_real_5: 0.2517562806606293 (0.22252702294492427) | > loss_0: 2.564178943634033 (2.372163935208027) | > grad_norm_0: tensor(48.9046, device='cuda:0') (tensor(27.4719, device='cuda:0')) | > loss_gen: 2.213649034500122 (2.489816385286827) | > loss_kl: 2.137787103652954 (2.0201711776079962) | > loss_feat: 9.414558410644531 (7.034821040836381) | > loss_mel: 16.890743255615234 (17.316735638512515) | > loss_duration: 2.2703142166137695 (2.071314948944397) | > loss_1: 32.92705154418945 (30.93285921473562) | > grad_norm_1: tensor(453.9305, device='cuda:0') (tensor(297.9155, device='cuda:0')) | > current_lr_0: 0.0001849688593975012 | > current_lr_1: 0.0001849688593975012 | > step_time: 0.5975 (0.40774086154537437) | > loader_time: 0.0095 (0.004987726240982246)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2467544078826904 (2.2467544078826904) | > loss_disc_real_0: 0.11114213615655899 (0.11114213615655899) | > loss_disc_real_1: 0.26166707277297974 (0.26166707277297974) | > loss_disc_real_2: 0.2062104195356369 (0.2062104195356369) | > loss_disc_real_3: 0.2165674865245819 (0.2165674865245819) | > loss_disc_real_4: 0.26631736755371094 (0.26631736755371094) | > loss_disc_real_5: 0.23156501352787018 (0.23156501352787018) | > loss_0: 2.2467544078826904 (2.2467544078826904) | > loss_gen: 2.652622699737549 (2.652622699737549) | > loss_kl: 2.388584852218628 (2.388584852218628) | > loss_feat: 7.321025848388672 (7.321025848388672) | > loss_mel: 16.919105529785156 (16.919105529785156) | > loss_duration: 2.9977126121520996 (2.9977126121520996) | > loss_1: 32.279048919677734 (32.279048919677734)  --> STEP: 1 | > loss_disc: 2.3066165447235107 (2.3066165447235107) | > loss_disc_real_0: 0.10201176255941391 (0.10201176255941391) | > loss_disc_real_1: 0.1427091807126999 (0.1427091807126999) | > loss_disc_real_2: 0.13683786988258362 (0.13683786988258362) | > loss_disc_real_3: 0.2355538010597229 (0.2355538010597229) | > loss_disc_real_4: 0.28835898637771606 (0.28835898637771606) | > loss_disc_real_5: 0.29842785000801086 (0.29842785000801086) | > loss_0: 2.3066165447235107 (2.3066165447235107) | > loss_gen: 2.1958107948303223 (2.1958107948303223) | > loss_kl: 3.0442135334014893 (3.0442135334014893) | > loss_feat: 6.155890941619873 (6.155890941619873) | > loss_mel: 16.60744285583496 (16.60744285583496) | > loss_duration: 2.4448227882385254 (2.4448227882385254) | > loss_1: 30.44818115234375 (30.44818115234375)  --> STEP: 2 | > loss_disc: 2.254146099090576 (2.2803813219070435) | > loss_disc_real_0: 0.06458539515733719 (0.08329857885837555) | > loss_disc_real_1: 0.24170777201652527 (0.19220847636461258) | > loss_disc_real_2: 0.19266776740550995 (0.16475281864404678) | > loss_disc_real_3: 0.24524810910224915 (0.24040095508098602) | > loss_disc_real_4: 0.24629878997802734 (0.2673288881778717) | > loss_disc_real_5: 0.2661486864089966 (0.2822882682085037) | > loss_0: 2.254146099090576 (2.2803813219070435) | > loss_gen: 2.4554789066314697 (2.325644850730896) | > loss_kl: 2.2631723880767822 (2.6536929607391357) | > loss_feat: 5.5878682136535645 (5.871879577636719) | > loss_mel: 18.540258407592773 (17.573850631713867) | > loss_duration: 2.503857135772705 (2.4743399620056152) | > loss_1: 31.350635528564453 (30.8994083404541)  --> STEP: 3 | > loss_disc: 2.2109766006469727 (2.257246414820353) | > loss_disc_real_0: 0.081545889377594 (0.08271434903144836) | > loss_disc_real_1: 0.1399998962879181 (0.17480561633904776) | > loss_disc_real_2: 0.13832801580429077 (0.15594455103079477) | > loss_disc_real_3: 0.23356178402900696 (0.238121231396993) | > loss_disc_real_4: 0.256874680519104 (0.2638441522916158) | > loss_disc_real_5: 0.25094863772392273 (0.2718417247136434) | > loss_0: 2.2109766006469727 (2.257246414820353) | > loss_gen: 2.333040952682495 (2.3281102180480957) | > loss_kl: 2.9022483825683594 (2.7365447680155435) | > loss_feat: 7.2064032554626465 (6.316720803578694) | > loss_mel: 17.541259765625 (17.562987009684246) | > loss_duration: 2.3095269203186035 (2.419402281443278) | > loss_1: 32.29248046875 (31.363765716552734)  --> STEP: 4 | > loss_disc: 2.3171918392181396 (2.2722327709198) | > loss_disc_real_0: 0.10959985852241516 (0.08943572640419006) | > loss_disc_real_1: 0.21974502503871918 (0.1860404685139656) | > loss_disc_real_2: 0.2024211883544922 (0.16756371036171913) | > loss_disc_real_3: 0.23013614118099213 (0.23612495884299278) | > loss_disc_real_4: 0.2727971374988556 (0.26608239859342575) | > loss_disc_real_5: 0.2519756853580475 (0.2668752148747444) | > loss_0: 2.3171918392181396 (2.2722327709198) | > loss_gen: 2.589245319366455 (2.3933939933776855) | > loss_kl: 3.800792694091797 (3.002606749534607) | > loss_feat: 6.215938568115234 (6.29152524471283) | > loss_mel: 15.700321197509766 (17.097320556640625) | > loss_duration: 2.3436384201049805 (2.4004613161087036) | > loss_1: 30.64993667602539 (31.1853084564209)  --> STEP: 5 | > loss_disc: 2.4182395935058594 (2.301434135437012) | > loss_disc_real_0: 0.1498315930366516 (0.10151489973068237) | > loss_disc_real_1: 0.2300982028245926 (0.194852015376091) | > loss_disc_real_2: 0.20929741859436035 (0.17591045200824737) | > loss_disc_real_3: 0.2546870708465576 (0.23983738124370574) | > loss_disc_real_4: 0.2409767210483551 (0.26106126308441163) | > loss_disc_real_5: 0.2830584943294525 (0.27011187076568605) | > loss_0: 2.4182395935058594 (2.301434135437012) | > loss_gen: 2.585099935531616 (2.4317351818084716) | > loss_kl: 2.265355110168457 (2.855156421661377) | > loss_feat: 5.200273036956787 (6.073274803161621) | > loss_mel: 18.499778747558594 (17.37781219482422) | > loss_duration: 2.3189706802368164 (2.384163188934326) | > loss_1: 30.869476318359375 (31.122142028808593)  --> STEP: 6 | > loss_disc: 2.4770941734313965 (2.3307108084360757) | > loss_disc_real_0: 0.10966888070106506 (0.10287389655907948) | > loss_disc_real_1: 0.21845170855522156 (0.19878529757261276) | > loss_disc_real_2: 0.18821440637111664 (0.17796111106872559) | > loss_disc_real_3: 0.2796732187271118 (0.2464766874909401) | > loss_disc_real_4: 0.26621994376182556 (0.26192104319731396) | > loss_disc_real_5: 0.3227490484714508 (0.27888473371664685) | > loss_0: 2.4770941734313965 (2.3307108084360757) | > loss_gen: 2.3984456062316895 (2.4261869192123413) | > loss_kl: 2.523221731185913 (2.7998339732488) | > loss_feat: 6.202801704406738 (6.094862620035808) | > loss_mel: 17.950149536132812 (17.473201751708984) | > loss_duration: 2.1918110847473145 (2.3521045049031577) | > loss_1: 31.266429901123047 (31.146190007527668)  --> STEP: 7 | > loss_disc: 2.3402419090270996 (2.3320723942347934) | > loss_disc_real_0: 0.11280155181884766 (0.10429213302476066) | > loss_disc_real_1: 0.21276186406612396 (0.20078194992882864) | > loss_disc_real_2: 0.21476556360721588 (0.18321889000279562) | > loss_disc_real_3: 0.2249341905117035 (0.24339918792247772) | > loss_disc_real_4: 0.279723197221756 (0.2644642080579485) | > loss_disc_real_5: 0.24592380225658417 (0.2741760292223522) | > loss_0: 2.3402419090270996 (2.3320723942347934) | > loss_gen: 2.5054328441619873 (2.437507765633719) | > loss_kl: 4.174418926239014 (2.9962032522474016) | > loss_feat: 6.245011806488037 (6.116312503814697) | > loss_mel: 16.438426971435547 (17.325376783098495) | > loss_duration: 2.590160846710205 (2.386112553732736) | > loss_1: 31.953449249267578 (31.261512756347656)  --> STEP: 8 | > loss_disc: 2.445603609085083 (2.3462637960910797) | > loss_disc_real_0: 0.07533425837755203 (0.10067239869385958) | > loss_disc_real_1: 0.1991230547428131 (0.2005745880305767) | > loss_disc_real_2: 0.18824928998947144 (0.1838476900011301) | > loss_disc_real_3: 0.25892147421836853 (0.24533947370946407) | > loss_disc_real_4: 0.23184238374233246 (0.2603864800184965) | > loss_disc_real_5: 0.2790595591068268 (0.2747864704579115) | > loss_0: 2.445603609085083 (2.3462637960910797) | > loss_gen: 2.319526195526123 (2.4227600693702698) | > loss_kl: 2.7501423358917236 (2.965445637702942) | > loss_feat: 11.236776351928711 (6.756370484828949) | > loss_mel: 18.116811752319336 (17.4243061542511) | > loss_duration: 2.2965235710144043 (2.3749139308929443) | > loss_1: 36.71977996826172 (31.943796157836914)  --> STEP: 9 | > loss_disc: 2.316192388534546 (2.3429225285847983) | > loss_disc_real_0: 0.15573075413703918 (0.10678999374310176) | > loss_disc_real_1: 0.24174287915229797 (0.20514884259965685) | > loss_disc_real_2: 0.1594904065132141 (0.18114132516913944) | > loss_disc_real_3: 0.17914222180843353 (0.23798422349823845) | > loss_disc_real_4: 0.15537142753601074 (0.24871814085377586) | > loss_disc_real_5: 0.23784475028514862 (0.27068183488316006) | > loss_0: 2.316192388534546 (2.3429225285847983) | > loss_gen: 2.4479336738586426 (2.4255571365356445) | > loss_kl: 2.528604745864868 (2.9169077608320446) | > loss_feat: 11.064689636230469 (7.235072612762451) | > loss_mel: 18.33369255065918 (17.52534908718533) | > loss_duration: 2.182267904281616 (2.353508816825019) | > loss_1: 36.557186126708984 (32.45639504326714)  --> STEP: 10 | > loss_disc: 2.2111563682556152 (2.32974591255188) | > loss_disc_real_0: 0.16143807768821716 (0.1122548021376133) | > loss_disc_real_1: 0.20052196085453033 (0.2046861544251442) | > loss_disc_real_2: 0.21559345722198486 (0.184586538374424) | > loss_disc_real_3: 0.22050058841705322 (0.23623585999011992) | > loss_disc_real_4: 0.3017464876174927 (0.2540209755301476) | > loss_disc_real_5: 0.25774863362312317 (0.26938851475715636) | > loss_0: 2.2111563682556152 (2.32974591255188) | > loss_gen: 2.9129397869110107 (2.474295401573181) | > loss_kl: 2.818976402282715 (2.907114624977112) | > loss_feat: 6.972428321838379 (7.208808183670044) | > loss_mel: 17.967853546142578 (17.569599533081053) | > loss_duration: 2.3721001148223877 (2.3553679466247557) | > loss_1: 33.04429626464844 (32.51518516540527)  --> STEP: 11 | > loss_disc: 2.257843494415283 (2.3232093290849165) | > loss_disc_real_0: 0.11101052165031433 (0.11214168572967703) | > loss_disc_real_1: 0.17915062606334686 (0.2023647427558899) | > loss_disc_real_2: 0.16736330091953278 (0.18302078951488843) | > loss_disc_real_3: 0.18528006970882416 (0.23160351541909305) | > loss_disc_real_4: 0.20252947509288788 (0.24933993003585123) | > loss_disc_real_5: 0.19205181300640106 (0.2623579055070877) | > loss_0: 2.257843494415283 (2.3232093290849165) | > loss_gen: 2.2142109870910645 (2.4506513638929888) | > loss_kl: 3.130613327026367 (2.9274326887997715) | > loss_feat: 7.184159278869629 (7.206567374142733) | > loss_mel: 16.967737197875977 (17.514884775335137) | > loss_duration: 2.5683071613311768 (2.3747260570526123) | > loss_1: 32.065025329589844 (32.47426154396751)  --> STEP: 12 | > loss_disc: 2.108196258544922 (2.3052915732065835) | > loss_disc_real_0: 0.10081344097852707 (0.11119766533374786) | > loss_disc_real_1: 0.15408296883106232 (0.1983412615954876) | > loss_disc_real_2: 0.16680103540420532 (0.18166914333899817) | > loss_disc_real_3: 0.2153775840997696 (0.2302513544758161) | > loss_disc_real_4: 0.2617691457271576 (0.25037569801012677) | > loss_disc_real_5: 0.1931968629360199 (0.2565944852928321) | > loss_0: 2.108196258544922 (2.3052915732065835) | > loss_gen: 2.543884038925171 (2.458420753479004) | > loss_kl: 2.868633985519409 (2.922532796859741) | > loss_feat: 6.679135799407959 (7.162614742914836) | > loss_mel: 17.886455535888672 (17.545849005381264) | > loss_duration: 2.2869873046875 (2.3674144943555198) | > loss_1: 32.265098571777344 (32.456831296284996)  --> STEP: 13 | > loss_disc: 2.498828887939453 (2.320179058955266) | > loss_disc_real_0: 0.17134320735931396 (0.11582424548956063) | > loss_disc_real_1: 0.2933129370212555 (0.20564677508977744) | > loss_disc_real_2: 0.24401143193244934 (0.18646470400003287) | > loss_disc_real_3: 0.2472243458032608 (0.23155696919331184) | > loss_disc_real_4: 0.21104061603546143 (0.24734992247361404) | > loss_disc_real_5: 0.22576873004436493 (0.25422327335064226) | > loss_0: 2.498828887939453 (2.320179058955266) | > loss_gen: 2.3569531440734863 (2.4506155527555027) | > loss_kl: 3.3168718814849854 (2.9528665726001444) | > loss_feat: 5.824704170227051 (7.059698545015776) | > loss_mel: 16.55153465270996 (17.46936328594501) | > loss_duration: 2.2552170753479004 (2.358783923662626) | > loss_1: 30.305280685424805 (32.2913274031419)  --> STEP: 14 | > loss_disc: 2.4829347133636475 (2.331804462841579) | > loss_disc_real_0: 0.11357815563678741 (0.11566381050007683) | > loss_disc_real_1: 0.22102411091327667 (0.20674515622002737) | > loss_disc_real_2: 0.1331658661365509 (0.1826576441526413) | > loss_disc_real_3: 0.1731417179107666 (0.2273844512445586) | > loss_disc_real_4: 0.2070445567369461 (0.24447096777813776) | > loss_disc_real_5: 0.2408514767885208 (0.25326814502477646) | > loss_0: 2.4829347133636475 (2.331804462841579) | > loss_gen: 1.9671393632888794 (2.4160815392221724) | > loss_kl: 4.244889736175537 (3.045153941426958) | > loss_feat: 6.052627086639404 (6.987764869417463) | > loss_mel: 17.90402603149414 (17.500410624912806) | > loss_duration: 2.369934320449829 (2.3595803805759976) | > loss_1: 32.53861618041992 (32.308990887233186)  --> STEP: 15 | > loss_disc: 2.307558059692383 (2.330188035964966) | > loss_disc_real_0: 0.17683684825897217 (0.11974201301733653) | > loss_disc_real_1: 0.25863394141197205 (0.21020440856615702) | > loss_disc_real_2: 0.21290689706802368 (0.1846742610136668) | > loss_disc_real_3: 0.25315535068511963 (0.2291025112072627) | > loss_disc_real_4: 0.240483358502388 (0.24420512715975443) | > loss_disc_real_5: 0.24524177610874176 (0.25273305376370747) | > loss_0: 2.307558059692383 (2.330188035964966) | > loss_gen: 2.8214616775512695 (2.4431068817774455) | > loss_kl: 3.1375691890716553 (3.051314957936605) | > loss_feat: 7.57950496673584 (7.0272142092386884) | > loss_mel: 18.738805770874023 (17.582970301310223) | > loss_duration: 2.3512685298919678 (2.3590262571970624) | > loss_1: 34.62860870361328 (32.46363207499186)  --> STEP: 16 | > loss_disc: 2.379193067550659 (2.3332508504390717) | > loss_disc_real_0: 0.11540841311216354 (0.11947116302326322) | > loss_disc_real_1: 0.20995454490184784 (0.2101887920871377) | > loss_disc_real_2: 0.2675457000732422 (0.18985372595489025) | > loss_disc_real_3: 0.26413795351982117 (0.23129222635179758) | > loss_disc_real_4: 0.2264237254858017 (0.2430937895551324) | > loss_disc_real_5: 0.24410372972488403 (0.252193721011281) | > loss_0: 2.379193067550659 (2.3332508504390717) | > loss_gen: 2.5399582386016846 (2.4491600915789604) | > loss_kl: 2.5993149280548096 (3.0230649560689926) | > loss_feat: 7.44647741317749 (7.053418159484863) | > loss_mel: 15.855320930480957 (17.474992215633392) | > loss_duration: 2.3953235149383545 (2.361294835805893) | > loss_1: 30.836395263671875 (32.36192977428436)  --> STEP: 17 | > loss_disc: 2.6402506828308105 (2.351309664109174) | > loss_disc_real_0: 0.14105498790740967 (0.12074079978115418) | > loss_disc_real_1: 0.2529986798763275 (0.21270702078061945) | > loss_disc_real_2: 0.27216264605522156 (0.19469542713726268) | > loss_disc_real_3: 0.222030907869339 (0.23074744291165294) | > loss_disc_real_4: 0.301788330078125 (0.24654640958589666) | > loss_disc_real_5: 0.37704530358314514 (0.2595379317508024) | > loss_0: 2.6402506828308105 (2.351309664109174) | > loss_gen: 2.480466842651367 (2.451001665171455) | > loss_kl: 2.6516849994659424 (3.0012190762688133) | > loss_feat: 4.751451015472412 (6.918008327484131) | > loss_mel: 16.501216888427734 (17.41771131403306) | > loss_duration: 2.479465961456299 (2.368246078491211) | > loss_1: 28.864286422729492 (32.156186047722315)  --> STEP: 18 | > loss_disc: 2.434710741043091 (2.355943057272169) | > loss_disc_real_0: 0.1259775012731552 (0.12103172764182091) | > loss_disc_real_1: 0.21623344719409943 (0.21290293335914612) | > loss_disc_real_2: 0.18398384749889374 (0.19410033937957552) | > loss_disc_real_3: 0.18580861389636993 (0.22825084129969278) | > loss_disc_real_4: 0.22479507327079773 (0.24533800201283562) | > loss_disc_real_5: 0.23782984912395477 (0.258331927160422) | > loss_0: 2.434710741043091 (2.355943057272169) | > loss_gen: 2.1914525032043457 (2.4365822672843933) | > loss_kl: 2.561602830886841 (2.97679595152537) | > loss_feat: 9.821027755737305 (7.079287184609307) | > loss_mel: 18.277841567993164 (17.465496328141953) | > loss_duration: 2.218700885772705 (2.3599380122290716) | > loss_1: 35.07062530517578 (32.31809933980306)  --> STEP: 19 | > loss_disc: 2.5718278884887695 (2.3673054168098853) | > loss_disc_real_0: 0.21395215392112732 (0.12592227639336334) | > loss_disc_real_1: 0.2702934741973877 (0.2159234881401062) | > loss_disc_real_2: 0.30019304156303406 (0.19968416581028386) | > loss_disc_real_3: 0.2283652126789093 (0.22825686084596733) | > loss_disc_real_4: 0.26261717081069946 (0.24624743194956528) | > loss_disc_real_5: 0.3062799274921417 (0.2608555061252494) | > loss_0: 2.5718278884887695 (2.3673054168098853) | > loss_gen: 2.5119900703430176 (2.440551099024321) | > loss_kl: 2.156299591064453 (2.933611932553743) | > loss_feat: 5.570969581604004 (6.999902047609028) | > loss_mel: 15.84815502166748 (17.380373101485404) | > loss_duration: 2.284137725830078 (2.35594852347123) | > loss_1: 28.371551513671875 (32.110386296322474)  --> STEP: 20 | > loss_disc: 2.454993486404419 (2.3716898202896117) | > loss_disc_real_0: 0.2662855386734009 (0.13294043950736523) | > loss_disc_real_1: 0.2641553282737732 (0.21833508014678954) | > loss_disc_real_2: 0.18129999935626984 (0.19876495748758316) | > loss_disc_real_3: 0.20945075154304504 (0.22731655538082124) | > loss_disc_real_4: 0.2527557611465454 (0.2465728484094143) | > loss_disc_real_5: 0.28809523582458496 (0.26221749261021615) | > loss_0: 2.454993486404419 (2.3716898202896117) | > loss_gen: 2.470198392868042 (2.442033463716507) | > loss_kl: 2.5392680168151855 (2.913894736766815) | > loss_feat: 4.752893924713135 (6.887551641464233) | > loss_mel: 13.921631813049316 (17.207436037063598) | > loss_duration: 2.3298897743225098 (2.354645586013794) | > loss_1: 26.01388168334961 (31.805561065673828)  --> STEP: 21 | > loss_disc: 2.284795045852661 (2.3675519738878523) | > loss_disc_real_0: 0.11008932441473007 (0.1318522911696207) | > loss_disc_real_1: 0.17373321950435638 (0.2162111820209594) | > loss_disc_real_2: 0.2087157815694809 (0.1992388062533878) | > loss_disc_real_3: 0.2671412527561188 (0.22921296954154968) | > loss_disc_real_4: 0.24724525213241577 (0.24660486763431913) | > loss_disc_real_5: 0.27247175574302673 (0.2627057908546357) | > loss_0: 2.284795045852661 (2.3675519738878523) | > loss_gen: 2.378767967224121 (2.4390208210263933) | > loss_kl: 2.5213725566864014 (2.8952032043820335) | > loss_feat: 5.054990768432617 (6.800286837986538) | > loss_mel: 15.705893516540527 (17.135934012276785) | > loss_duration: 2.2043168544769287 (2.347487074988229) | > loss_1: 27.86534309387207 (31.617931638445175)  --> STEP: 22 | > loss_disc: 2.3950648307800293 (2.368802558292042) | > loss_disc_real_0: 0.14851754903793335 (0.13260980289090762) | > loss_disc_real_1: 0.26689237356185913 (0.21851487254554575) | > loss_disc_real_2: 0.20294071733951569 (0.1994070749391209) | > loss_disc_real_3: 0.2870950698852539 (0.23184397410262714) | > loss_disc_real_4: 0.2353011518716812 (0.24609106237238104) | > loss_disc_real_5: 0.2323436290025711 (0.26132569258863275) | > loss_0: 2.3950648307800293 (2.368802558292042) | > loss_gen: 2.4524805545806885 (2.439632627097043) | > loss_kl: 2.1454763412475586 (2.861124710603194) | > loss_feat: 5.945377826690674 (6.761427337473089) | > loss_mel: 15.752274513244629 (17.073040398684416) | > loss_duration: 2.205467462539673 (2.341031638058749) | > loss_1: 28.501075744628906 (31.476256370544434)  --> STEP: 23 | > loss_disc: 2.5218067169189453 (2.375454913014951) | > loss_disc_real_0: 0.17088370025157928 (0.13427388538484988) | > loss_disc_real_1: 0.2785770893096924 (0.2211262732744217) | > loss_disc_real_2: 0.2269984632730484 (0.20060670051885687) | > loss_disc_real_3: 0.3197585940361023 (0.23566634888234345) | > loss_disc_real_4: 0.2767440974712372 (0.24742380302885306) | > loss_disc_real_5: 0.3201778531074524 (0.26388448217640753) | > loss_0: 2.5218067169189453 (2.375454913014951) | > loss_gen: 2.7202701568603516 (2.451834258825883) | > loss_kl: 2.427584409713745 (2.8422751323036524) | > loss_feat: 6.505214691162109 (6.750287657198698) | > loss_mel: 15.47733211517334 (17.003661777662195) | > loss_duration: 2.275285005569458 (2.3381730888200845) | > loss_1: 29.40568733215332 (31.38623162974482)  --> STEP: 24 | > loss_disc: 2.458010196685791 (2.3788947165012364) | > loss_disc_real_0: 0.10202439874410629 (0.1329301567748189) | > loss_disc_real_1: 0.18048593401908875 (0.21943292580544949) | > loss_disc_real_2: 0.2605191469192505 (0.2031030524522066) | > loss_disc_real_3: 0.2511996030807495 (0.23631356780727705) | > loss_disc_real_4: 0.23730307817459106 (0.24700210615992546) | > loss_disc_real_5: 0.21861818432807922 (0.26199838643272716) | > loss_0: 2.458010196685791 (2.3788947165012364) | > loss_gen: 2.227421998977661 (2.4424837479988737) | > loss_kl: 2.9239253997802734 (2.845677226781845) | > loss_feat: 5.977662086486816 (6.718094925085704) | > loss_mel: 16.912586212158203 (16.99986696243286) | > loss_duration: 2.394963026046753 (2.3405393362045293) | > loss_1: 30.436559677124023 (31.346661965052288)  --> STEP: 25 | > loss_disc: 2.6835672855377197 (2.391081619262696) | > loss_disc_real_0: 0.21457135677337646 (0.1361958047747612) | > loss_disc_real_1: 0.2245854139328003 (0.21963902533054352) | > loss_disc_real_2: 0.3064746558666229 (0.20723791658878327) | > loss_disc_real_3: 0.2113765925168991 (0.23531608879566193) | > loss_disc_real_4: 0.2195686399936676 (0.24590476751327514) | > loss_disc_real_5: 0.22530676424503326 (0.26053072154521945) | > loss_0: 2.6835672855377197 (2.391081619262696) | > loss_gen: 2.285013437271118 (2.4361849355697633) | > loss_kl: 3.0725414752960205 (2.8547517967224123) | > loss_feat: 5.93216609954834 (6.686657772064209) | > loss_mel: 15.192791938781738 (16.927583961486818) | > loss_duration: 2.334754705429077 (2.340307950973511) | > loss_1: 28.8172664642334 (31.24548614501953)  --> STEP: 26 | > loss_disc: 2.6422975063323975 (2.4007437687653765) | > loss_disc_real_0: 0.19905370473861694 (0.13861341631183258) | > loss_disc_real_1: 0.22352518141269684 (0.2197884928721648) | > loss_disc_real_2: 0.2152618169784546 (0.20754652814223215) | > loss_disc_real_3: 0.2312803417444229 (0.23516086775522965) | > loss_disc_real_4: 0.19577115774154663 (0.24397655175282404) | > loss_disc_real_5: 0.2050291895866394 (0.25839604723912024) | > loss_0: 2.6422975063323975 (2.4007437687653765) | > loss_gen: 1.8645994663238525 (2.4142008790603056) | > loss_kl: 2.262620687484741 (2.831977523290194) | > loss_feat: 7.539968967437744 (6.719477433424729) | > loss_mel: 11.596112251281738 (16.72252735724816) | > loss_duration: 2.282792329788208 (2.3380958116971535) | > loss_1: 25.546092987060547 (31.026278715867264) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024088346041165865 (-6.109934586744992e-05) | > avg_loss_disc: 2.4007437687653765 (-0.06961808754847576) | > avg_loss_disc_real_0: 0.13861341631183258 (-0.017397659615828426) | > avg_loss_disc_real_1: 0.2197884928721648 (+0.01308787069641626) | > avg_loss_disc_real_2: 0.20754652814223215 (+0.02297736561069122) | > avg_loss_disc_real_3: 0.23516086775522965 (-0.005335687444760262) | > avg_loss_disc_real_4: 0.24397655175282404 (-0.037112675607204354) | > avg_loss_disc_real_5: 0.25839604723912024 (+0.03131157589646491) | > avg_loss_0: 2.4007437687653765 (-0.06961808754847576) | > avg_loss_gen: 2.4142008790603056 (+0.16155489591451877) | > avg_loss_kl: 2.831977523290194 (-0.12619499059823847) | > avg_loss_feat: 6.719477433424729 (+0.12640300163855933) | > avg_loss_mel: 16.72252735724816 (+0.4898736293499404) | > avg_loss_duration: 2.3380958116971535 (-0.002956179472115572) | > avg_loss_1: 31.026278715867264 (+0.6486801000741806)  > EPOCH: 626/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:48:56)   --> TIME: 2024-06-11 18:49:04 -- STEP: 19/330 -- GLOBAL_STEP: 294600 | > loss_disc: 2.3623509407043457 (2.3378431295093742) | > loss_disc_real_0: 0.1033015176653862 (0.1081633895243469) | > loss_disc_real_1: 0.1841364949941635 (0.20268845009176353) | > loss_disc_real_2: 0.18447278439998627 (0.20919970148488096) | > loss_disc_real_3: 0.22937342524528503 (0.23292938972774305) | > loss_disc_real_4: 0.25839826464653015 (0.23420801601911845) | > loss_disc_real_5: 0.2274620682001114 (0.2315149652330499) | > loss_0: 2.3623509407043457 (2.3378431295093742) | > grad_norm_0: tensor(11.4906, device='cuda:0') (tensor(8.6965, device='cuda:0')) | > loss_gen: 2.463799238204956 (2.4952345521826493) | > loss_kl: 1.6571344137191772 (1.9117849124105353) | > loss_feat: 7.180826663970947 (6.7811253949215535) | > loss_mel: 17.064208984375 (17.79477119445801) | > loss_duration: 1.9835095405578613 (2.0757559663371037) | > loss_1: 30.349477767944336 (31.058671750520404) | > grad_norm_1: tensor(88.6452, device='cuda:0') (tensor(86.6249, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.3829 (0.36870819643924113) | > loader_time: 0.0036 (0.003151216005024157)  --> TIME: 2024-06-11 18:49:13 -- STEP: 44/330 -- GLOBAL_STEP: 294625 | > loss_disc: 2.3067455291748047 (2.3239277763800197) | > loss_disc_real_0: 0.12012239545583725 (0.10631225689906966) | > loss_disc_real_1: 0.20112532377243042 (0.19915899363431058) | > loss_disc_real_2: 0.19409778714179993 (0.20799306170506912) | > loss_disc_real_3: 0.21317128837108612 (0.22561725093559784) | > loss_disc_real_4: 0.1987900584936142 (0.23127089576287704) | > loss_disc_real_5: 0.19956466555595398 (0.22379758886315607) | > loss_0: 2.3067455291748047 (2.3239277763800197) | > grad_norm_0: tensor(7.7633, device='cuda:0') (tensor(8.1167, device='cuda:0')) | > loss_gen: 2.541987895965576 (2.5007808262651623) | > loss_kl: 2.066479444503784 (1.9271105256947605) | > loss_feat: 7.747730255126953 (7.021820967847651) | > loss_mel: 17.129436492919922 (17.684808470986106) | > loss_duration: 1.9406392574310303 (2.020470689643513) | > loss_1: 31.426273345947266 (31.154991323297676) | > grad_norm_1: tensor(96.1476, device='cuda:0') (tensor(84.2263, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.3681 (0.3681415915489195) | > loader_time: 0.0035 (0.003341517665169456)  --> TIME: 2024-06-11 18:49:23 -- STEP: 69/330 -- GLOBAL_STEP: 294650 | > loss_disc: 2.4099302291870117 (2.325321912765504) | > loss_disc_real_0: 0.09435015916824341 (0.10798065564122752) | > loss_disc_real_1: 0.19845987856388092 (0.19644996502261228) | > loss_disc_real_2: 0.24048107862472534 (0.20823111374309097) | > loss_disc_real_3: 0.23612621426582336 (0.22636170642099518) | > loss_disc_real_4: 0.24263939261436462 (0.22969853446103525) | > loss_disc_real_5: 0.2679574191570282 (0.22344586663488028) | > loss_0: 2.4099302291870117 (2.325321912765504) | > grad_norm_0: tensor(9.5606, device='cuda:0') (tensor(8.2670, device='cuda:0')) | > loss_gen: 2.5097908973693848 (2.5082132816314697) | > loss_kl: 2.049154281616211 (1.9465296061142632) | > loss_feat: 6.665215969085693 (7.082796753316686) | > loss_mel: 16.542634963989258 (17.62848489180855) | > loss_duration: 1.9515880346298218 (2.004662088725878) | > loss_1: 29.7183837890625 (31.170686500659887) | > grad_norm_1: tensor(50.8723, device='cuda:0') (tensor(79.8528, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.402 (0.3706010873766912) | > loader_time: 0.0037 (0.003514625024104464)  --> TIME: 2024-06-11 18:49:33 -- STEP: 94/330 -- GLOBAL_STEP: 294675 | > loss_disc: 2.3759636878967285 (2.3344654402834317) | > loss_disc_real_0: 0.13610953092575073 (0.1096021784667639) | > loss_disc_real_1: 0.19397702813148499 (0.19732447745318102) | > loss_disc_real_2: 0.20169155299663544 (0.2077514497523612) | > loss_disc_real_3: 0.23160786926746368 (0.22693587585966637) | > loss_disc_real_4: 0.23229269683361053 (0.23029988148110977) | > loss_disc_real_5: 0.23649106919765472 (0.22336199943055499) | > loss_0: 2.3759636878967285 (2.3344654402834317) | > grad_norm_0: tensor(13.4390, device='cuda:0') (tensor(8.9846, device='cuda:0')) | > loss_gen: 2.524791717529297 (2.4980640309922237) | > loss_kl: 1.9587881565093994 (1.9636585699751021) | > loss_feat: 7.244431495666504 (7.017857977684508) | > loss_mel: 18.156784057617188 (17.58385609565897) | > loss_duration: 2.0262937545776367 (2.0023364259841574) | > loss_1: 31.911090850830078 (31.065773010253906) | > grad_norm_1: tensor(228.6100, device='cuda:0') (tensor(94.6110, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.3707 (0.37319283028866385) | > loader_time: 0.0046 (0.003645450510877244)  --> TIME: 2024-06-11 18:49:42 -- STEP: 119/330 -- GLOBAL_STEP: 294700 | > loss_disc: 2.3841023445129395 (2.337407001928122) | > loss_disc_real_0: 0.137322798371315 (0.11073289595606949) | > loss_disc_real_1: 0.16830037534236908 (0.19677426822546143) | > loss_disc_real_2: 0.1909727156162262 (0.20882828020248093) | > loss_disc_real_3: 0.22987018525600433 (0.2275318423239123) | > loss_disc_real_4: 0.2029925137758255 (0.2307106160065707) | > loss_disc_real_5: 0.20170338451862335 (0.22339732393998057) | > loss_0: 2.3841023445129395 (2.337407001928122) | > grad_norm_0: tensor(6.0562, device='cuda:0') (tensor(9.2203, device='cuda:0')) | > loss_gen: 2.366680145263672 (2.49243159254058) | > loss_kl: 2.04886794090271 (1.9722128114780457) | > loss_feat: 7.309150218963623 (7.01008415222168) | > loss_mel: 17.935903549194336 (17.591585576033385) | > loss_duration: 2.0008928775787354 (2.0037055135775) | > loss_1: 31.661495208740234 (31.070019537661256) | > grad_norm_1: tensor(83.8183, device='cuda:0') (tensor(103.8175, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.3825 (0.37463594685081675) | > loader_time: 0.0042 (0.003767055623671588)  --> TIME: 2024-06-11 18:49:52 -- STEP: 144/330 -- GLOBAL_STEP: 294725 | > loss_disc: 2.2875614166259766 (2.3416940520207095) | > loss_disc_real_0: 0.14484086632728577 (0.11211149226356712) | > loss_disc_real_1: 0.17936210334300995 (0.1966177815985348) | > loss_disc_real_2: 0.19409087300300598 (0.2091926419072681) | > loss_disc_real_3: 0.22627940773963928 (0.22803327617132002) | > loss_disc_real_4: 0.24057640135288239 (0.23071445948961708) | > loss_disc_real_5: 0.23868310451507568 (0.22279308343099224) | > loss_0: 2.2875614166259766 (2.3416940520207095) | > grad_norm_0: tensor(38.8073, device='cuda:0') (tensor(11.5863, device='cuda:0')) | > loss_gen: 2.6317813396453857 (2.4912318819098997) | > loss_kl: 2.0794785022735596 (1.9799763129817114) | > loss_feat: 7.679081916809082 (7.012710127565595) | > loss_mel: 17.991044998168945 (17.56060087680816) | > loss_duration: 2.006844997406006 (2.0084248963329507) | > loss_1: 32.38822937011719 (31.052943971421982) | > grad_norm_1: tensor(375.2548, device='cuda:0') (tensor(131.1455, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.4021 (0.37556228869491154) | > loader_time: 0.0044 (0.003849344121085273)  --> TIME: 2024-06-11 18:50:02 -- STEP: 169/330 -- GLOBAL_STEP: 294750 | > loss_disc: 2.4126038551330566 (2.343127005199003) | > loss_disc_real_0: 0.12226899713277817 (0.1121881389274047) | > loss_disc_real_1: 0.1677827388048172 (0.1964780380563623) | > loss_disc_real_2: 0.2550962269306183 (0.20955741740542752) | > loss_disc_real_3: 0.19758278131484985 (0.22774807165360308) | > loss_disc_real_4: 0.19515632092952728 (0.22972602674946982) | > loss_disc_real_5: 0.20328576862812042 (0.2229856022539929) | > loss_0: 2.4126038551330566 (2.343127005199003) | > grad_norm_0: tensor(15.7068, device='cuda:0') (tensor(13.3482, device='cuda:0')) | > loss_gen: 2.385282278060913 (2.4988185019182727) | > loss_kl: 2.185274124145508 (1.9885594386320848) | > loss_feat: 6.062531471252441 (7.000640739350629) | > loss_mel: 16.83995819091797 (17.529329796514567) | > loss_duration: 2.0628881454467773 (2.013049319650998) | > loss_1: 29.535934448242188 (31.030397697313298) | > grad_norm_1: tensor(119.8857, device='cuda:0') (tensor(154.5572, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.3813 (0.37662027855596597) | > loader_time: 0.0041 (0.003935128274048574)  --> TIME: 2024-06-11 18:50:12 -- STEP: 194/330 -- GLOBAL_STEP: 294775 | > loss_disc: 2.358553171157837 (2.348026029842416) | > loss_disc_real_0: 0.17660990357398987 (0.11365283069383238) | > loss_disc_real_1: 0.25457948446273804 (0.1972030080931703) | > loss_disc_real_2: 0.1795670986175537 (0.21005342378444275) | > loss_disc_real_3: 0.24064713716506958 (0.22853370448670438) | > loss_disc_real_4: 0.23084597289562225 (0.23019687186196908) | > loss_disc_real_5: 0.22635820508003235 (0.22292793665042857) | > loss_0: 2.358553171157837 (2.348026029842416) | > grad_norm_0: tensor(42.6381, device='cuda:0') (tensor(16.9234, device='cuda:0')) | > loss_gen: 2.56813907623291 (2.499899298874374) | > loss_kl: 1.9287145137786865 (1.9891647966866641) | > loss_feat: 6.8395891189575195 (6.99420180025789) | > loss_mel: 17.195598602294922 (17.501625709926955) | > loss_duration: 2.042323112487793 (2.0206260312463806) | > loss_1: 30.574363708496094 (31.00551752700019) | > grad_norm_1: tensor(368.1580, device='cuda:0') (tensor(180.8175, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.4001 (0.3785588520089376) | > loader_time: 0.0047 (0.004007371430544511)  --> TIME: 2024-06-11 18:50:22 -- STEP: 219/330 -- GLOBAL_STEP: 294800 | > loss_disc: 2.3187406063079834 (2.3482219214853086) | > loss_disc_real_0: 0.1011076420545578 (0.11394202464247404) | > loss_disc_real_1: 0.21068377792835236 (0.19675522430302345) | > loss_disc_real_2: 0.19804039597511292 (0.21047674303185446) | > loss_disc_real_3: 0.21596218645572662 (0.22856632643910849) | > loss_disc_real_4: 0.2175517976284027 (0.23023511857202608) | > loss_disc_real_5: 0.1835639327764511 (0.22222867669308022) | > loss_0: 2.3187406063079834 (2.3482219214853086) | > grad_norm_0: tensor(7.7106, device='cuda:0') (tensor(18.3358, device='cuda:0')) | > loss_gen: 2.5719916820526123 (2.500227890058196) | > loss_kl: 2.234149217605591 (1.9941810086437557) | > loss_feat: 7.333402633666992 (7.006855611931788) | > loss_mel: 17.879796981811523 (17.472840531231594) | > loss_duration: 2.089479446411133 (2.0278891733247932) | > loss_1: 32.10881805419922 (31.001994085094157) | > grad_norm_1: tensor(113.6725, device='cuda:0') (tensor(201.8863, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.3982 (0.38133127395420857) | > loader_time: 0.0056 (0.004113066686342842)  --> TIME: 2024-06-11 18:50:33 -- STEP: 244/330 -- GLOBAL_STEP: 294825 | > loss_disc: 2.4011268615722656 (2.351029255351082) | > loss_disc_real_0: 0.10623106360435486 (0.11509138089222987) | > loss_disc_real_1: 0.21337805688381195 (0.1976893296862235) | > loss_disc_real_2: 0.24663285911083221 (0.21087964007356125) | > loss_disc_real_3: 0.24686233699321747 (0.2289139728565685) | > loss_disc_real_4: 0.2114330232143402 (0.23006795120776677) | > loss_disc_real_5: 0.20554274320602417 (0.2221536645513089) | > loss_0: 2.4011268615722656 (2.351029255351082) | > grad_norm_0: tensor(51.2053, device='cuda:0') (tensor(20.0349, device='cuda:0')) | > loss_gen: 2.49900484085083 (2.497189502247045) | > loss_kl: 1.9811831712722778 (2.0004129258335617) | > loss_feat: 7.2652788162231445 (7.017160407832412) | > loss_mel: 16.256086349487305 (17.434850684932005) | > loss_duration: 2.0532875061035156 (2.0367514872160104) | > loss_1: 30.054840087890625 (30.98636486491219) | > grad_norm_1: tensor(611.8979, device='cuda:0') (tensor(221.6431, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.4357 (0.3850795255332697) | > loader_time: 0.0052 (0.004219416712151202)  --> TIME: 2024-06-11 18:50:44 -- STEP: 269/330 -- GLOBAL_STEP: 294850 | > loss_disc: 2.312818765640259 (2.3498464906969034) | > loss_disc_real_0: 0.07031480222940445 (0.11585526212662126) | > loss_disc_real_1: 0.21282267570495605 (0.1978024180050676) | > loss_disc_real_2: 0.2974483072757721 (0.21096240493666282) | > loss_disc_real_3: 0.24524018168449402 (0.22870841644510465) | > loss_disc_real_4: 0.20811310410499573 (0.22974078096864836) | > loss_disc_real_5: 0.19985173642635345 (0.22137573017949955) | > loss_0: 2.312818765640259 (2.3498464906969034) | > grad_norm_0: tensor(20.5536, device='cuda:0') (tensor(21.8204, device='cuda:0')) | > loss_gen: 2.6742730140686035 (2.5029825313383767) | > loss_kl: 2.217916965484619 (2.0055830709109967) | > loss_feat: 6.830158233642578 (7.041792071884893) | > loss_mel: 16.49582862854004 (17.396571092002883) | > loss_duration: 2.1501524448394775 (2.045103183909419) | > loss_1: 30.368328094482422 (30.992031827735193) | > grad_norm_1: tensor(354.6369, device='cuda:0') (tensor(240.7845, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.4432 (0.389740542408259) | > loader_time: 0.0056 (0.004361020588077137)  --> TIME: 2024-06-11 18:50:55 -- STEP: 294/330 -- GLOBAL_STEP: 294875 | > loss_disc: 2.4847922325134277 (2.3547339504267883) | > loss_disc_real_0: 0.1269853413105011 (0.11570440772540715) | > loss_disc_real_1: 0.20549868047237396 (0.1981996716487975) | > loss_disc_real_2: 0.22914910316467285 (0.21118980813391355) | > loss_disc_real_3: 0.23297694325447083 (0.2288955485030097) | > loss_disc_real_4: 0.2153720259666443 (0.22994858695536244) | > loss_disc_real_5: 0.20379990339279175 (0.22204526189435908) | > loss_0: 2.4847922325134277 (2.3547339504267883) | > grad_norm_0: tensor(14.7368, device='cuda:0') (tensor(23.2921, device='cuda:0')) | > loss_gen: 2.321533203125 (2.505234832666359) | > loss_kl: 2.0302538871765137 (2.01059979605837) | > loss_feat: 6.989704132080078 (7.046661777561214) | > loss_mel: 16.991395950317383 (17.342745527929164) | > loss_duration: 2.1880526542663574 (2.0551630153136995) | > loss_1: 30.52094078063965 (30.960404850187757) | > grad_norm_1: tensor(99.7248, device='cuda:0') (tensor(255.1994, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.4455 (0.3950477416823511) | > loader_time: 0.0066 (0.0045229180329510975)  --> TIME: 2024-06-11 18:51:08 -- STEP: 319/330 -- GLOBAL_STEP: 294900 | > loss_disc: 2.4784598350524902 (2.359285640118638) | > loss_disc_real_0: 0.15078797936439514 (0.11765436680993316) | > loss_disc_real_1: 0.19818800687789917 (0.19869467092905665) | > loss_disc_real_2: 0.2102246880531311 (0.21130178686593393) | > loss_disc_real_3: 0.22874978184700012 (0.22897979019203907) | > loss_disc_real_4: 0.23104499280452728 (0.23042705888658482) | > loss_disc_real_5: 0.26759985089302063 (0.22236925746579903) | > loss_0: 2.4784598350524902 (2.359285640118638) | > grad_norm_0: tensor(10.6607, device='cuda:0') (tensor(23.7535, device='cuda:0')) | > loss_gen: 2.345921039581299 (2.498052319015456) | > loss_kl: 2.1626060009002686 (2.0178656013781753) | > loss_feat: 7.20618200302124 (7.057384553747864) | > loss_mel: 15.865817070007324 (17.296885538250656) | > loss_duration: 2.248805284500122 (2.068990490653297) | > loss_1: 29.829330444335938 (30.939178407005382) | > grad_norm_1: tensor(257.0234, device='cuda:0') (tensor(258.8279, device='cuda:0')) | > current_lr_0: 0.0001849457382900765 | > current_lr_1: 0.0001849457382900765 | > step_time: 0.5531 (0.4041023321659961) | > loader_time: 0.008 (0.004752629229267563)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.528710126876831 (2.528710126876831) | > loss_disc_real_0: 0.10620654374361038 (0.10620654374361038) | > loss_disc_real_1: 0.1335936039686203 (0.1335936039686203) | > loss_disc_real_2: 0.24057501554489136 (0.24057501554489136) | > loss_disc_real_3: 0.2474505752325058 (0.2474505752325058) | > loss_disc_real_4: 0.3231406807899475 (0.3231406807899475) | > loss_disc_real_5: 0.2848705053329468 (0.2848705053329468) | > loss_0: 2.528710126876831 (2.528710126876831) | > loss_gen: 2.1975090503692627 (2.1975090503692627) | > loss_kl: 2.825225353240967 (2.825225353240967) | > loss_feat: 7.485754489898682 (7.485754489898682) | > loss_mel: 17.810684204101562 (17.810684204101562) | > loss_duration: 3.0092966556549072 (3.0092966556549072) | > loss_1: 33.32847213745117 (33.32847213745117)  --> STEP: 1 | > loss_disc: 2.2615435123443604 (2.2615435123443604) | > loss_disc_real_0: 0.053039126098155975 (0.053039126098155975) | > loss_disc_real_1: 0.16498121619224548 (0.16498121619224548) | > loss_disc_real_2: 0.16178879141807556 (0.16178879141807556) | > loss_disc_real_3: 0.19175517559051514 (0.19175517559051514) | > loss_disc_real_4: 0.2595779299736023 (0.2595779299736023) | > loss_disc_real_5: 0.22977395355701447 (0.22977395355701447) | > loss_0: 2.2615435123443604 (2.2615435123443604) | > loss_gen: 2.1614763736724854 (2.1614763736724854) | > loss_kl: 4.216064929962158 (4.216064929962158) | > loss_feat: 6.6227827072143555 (6.6227827072143555) | > loss_mel: 18.903257369995117 (18.903257369995117) | > loss_duration: 2.4632532596588135 (2.4632532596588135) | > loss_1: 34.36683654785156 (34.36683654785156)  --> STEP: 2 | > loss_disc: 2.2516400814056396 (2.256591796875) | > loss_disc_real_0: 0.07812570035457611 (0.06558241322636604) | > loss_disc_real_1: 0.14618101716041565 (0.15558111667633057) | > loss_disc_real_2: 0.232021301984787 (0.19690504670143127) | > loss_disc_real_3: 0.2388199269771576 (0.21528755128383636) | > loss_disc_real_4: 0.24122340977191925 (0.2504006698727608) | > loss_disc_real_5: 0.18814344704151154 (0.208958700299263) | > loss_0: 2.2516400814056396 (2.256591796875) | > loss_gen: 2.2603280544281006 (2.210902214050293) | > loss_kl: 2.2114546298980713 (3.2137597799301147) | > loss_feat: 6.113852500915527 (6.368317604064941) | > loss_mel: 16.584665298461914 (17.743961334228516) | > loss_duration: 2.5089638233184814 (2.4861085414886475) | > loss_1: 29.67926597595215 (32.023051261901855)  --> STEP: 3 | > loss_disc: 2.2908143997192383 (2.2679993311564126) | > loss_disc_real_0: 0.07145630568265915 (0.06754037737846375) | > loss_disc_real_1: 0.16717174649238586 (0.159444659948349) | > loss_disc_real_2: 0.25463178753852844 (0.21614729364713034) | > loss_disc_real_3: 0.18291538953781128 (0.204496830701828) | > loss_disc_real_4: 0.2025936096906662 (0.2344649831453959) | > loss_disc_real_5: 0.23708687722682953 (0.2183347592751185) | > loss_0: 2.2908143997192383 (2.2679993311564126) | > loss_gen: 2.2924368381500244 (2.2380804220835366) | > loss_kl: 3.374312400817871 (3.2672773202260337) | > loss_feat: 7.208320140838623 (6.648318449656169) | > loss_mel: 17.479143142700195 (17.655688603719074) | > loss_duration: 2.291034698486328 (2.421083927154541) | > loss_1: 32.64524841308594 (32.23045031229655)  --> STEP: 4 | > loss_disc: 2.3556149005889893 (2.289903223514557) | > loss_disc_real_0: 0.08779995143413544 (0.07260527089238167) | > loss_disc_real_1: 0.1459697037935257 (0.15607592090964317) | > loss_disc_real_2: 0.18132446706295013 (0.20744158700108528) | > loss_disc_real_3: 0.2444489300251007 (0.21448485553264618) | > loss_disc_real_4: 0.2392953485250473 (0.23567257449030876) | > loss_disc_real_5: 0.28763100504875183 (0.23565882071852684) | > loss_0: 2.3556149005889893 (2.289903223514557) | > loss_gen: 2.261654853820801 (2.243974030017853) | > loss_kl: 3.761798143386841 (3.3909075260162354) | > loss_feat: 6.896167278289795 (6.710280656814575) | > loss_mel: 17.06191635131836 (17.507245540618896) | > loss_duration: 2.3071165084838867 (2.3925920724868774) | > loss_1: 32.28865432739258 (32.24500131607056)  --> STEP: 5 | > loss_disc: 2.3330647945404053 (2.2985355377197267) | > loss_disc_real_0: 0.08248269557952881 (0.0745807558298111) | > loss_disc_real_1: 0.17727994918823242 (0.16031672656536103) | > loss_disc_real_2: 0.21380028128623962 (0.20871332585811614) | > loss_disc_real_3: 0.21281957626342773 (0.2141517996788025) | > loss_disc_real_4: 0.25447195768356323 (0.23943245112895967) | > loss_disc_real_5: 0.2722366154193878 (0.24297437965869903) | > loss_0: 2.3330647945404053 (2.2985355377197267) | > loss_gen: 2.2459404468536377 (2.24436731338501) | > loss_kl: 1.947462797164917 (3.102218580245972) | > loss_feat: 7.8251495361328125 (6.933254432678223) | > loss_mel: 18.328643798828125 (17.67152519226074) | > loss_duration: 2.403101921081543 (2.3946940422058107) | > loss_1: 32.750301361083984 (32.346061325073244)  --> STEP: 6 | > loss_disc: 2.386962652206421 (2.3132733901341758) | > loss_disc_real_0: 0.07781844586133957 (0.07512037083506584) | > loss_disc_real_1: 0.20816966891288757 (0.16829221695661545) | > loss_disc_real_2: 0.22729486227035522 (0.21181024859348932) | > loss_disc_real_3: 0.29622605443000793 (0.22783084213733673) | > loss_disc_real_4: 0.26017147302627563 (0.24288895477851233) | > loss_disc_real_5: 0.2574605941772461 (0.24538874874512354) | > loss_0: 2.386962652206421 (2.3132733901341758) | > loss_gen: 2.3059868812561035 (2.2546372413635254) | > loss_kl: 2.5050740242004395 (3.0026944875717163) | > loss_feat: 5.2188239097595215 (6.6475160121917725) | > loss_mel: 19.029117584228516 (17.89779059092204) | > loss_duration: 2.1658740043640137 (2.3565573692321777) | > loss_1: 31.224876403808594 (32.15919717152914)  --> STEP: 7 | > loss_disc: 2.5142617225646973 (2.3419860090528215) | > loss_disc_real_0: 0.024016492068767548 (0.06781981672559466) | > loss_disc_real_1: 0.20792974531650543 (0.1739547210080283) | > loss_disc_real_2: 0.24224352836608887 (0.21615785998957499) | > loss_disc_real_3: 0.40540584921836853 (0.25319870029176983) | > loss_disc_real_4: 0.3542484939098358 (0.2587974603687014) | > loss_disc_real_5: 0.34450772404670715 (0.2595486023596355) | > loss_0: 2.5142617225646973 (2.3419860090528215) | > loss_gen: 2.7665319442749023 (2.3277650560651506) | > loss_kl: 3.9537134170532227 (3.138554334640503) | > loss_feat: 5.902520179748535 (6.5410880361284525) | > loss_mel: 18.360618591308594 (17.963908876691544) | > loss_duration: 2.6020848751068115 (2.3916327272142683) | > loss_1: 33.58546829223633 (32.36295018877302)  --> STEP: 8 | > loss_disc: 2.407235860824585 (2.350142240524292) | > loss_disc_real_0: 0.14940699934959412 (0.07801821455359459) | > loss_disc_real_1: 0.1355627030134201 (0.16915571875870228) | > loss_disc_real_2: 0.19325222074985504 (0.21329465508460999) | > loss_disc_real_3: 0.2381448894739151 (0.251316973939538) | > loss_disc_real_4: 0.23651549220085144 (0.25601221434772015) | > loss_disc_real_5: 0.2233438640832901 (0.2550230100750923) | > loss_0: 2.407235860824585 (2.350142240524292) | > loss_gen: 2.1330480575561523 (2.303425431251526) | > loss_kl: 3.426875114440918 (3.174594432115555) | > loss_feat: 6.44270658493042 (6.528790354728699) | > loss_mel: 17.240962982177734 (17.87354063987732) | > loss_duration: 2.2658815383911133 (2.375913828611374) | > loss_1: 31.509471893310547 (32.25626540184021)  --> STEP: 9 | > loss_disc: 2.6580605506896973 (2.384355386098226) | > loss_disc_real_0: 0.11384077370166779 (0.0819984989033805) | > loss_disc_real_1: 0.12578675150871277 (0.16433694461981455) | > loss_disc_real_2: 0.2554285228252411 (0.2179761959446801) | > loss_disc_real_3: 0.27631694078445435 (0.2540947480334176) | > loss_disc_real_4: 0.2708356976509094 (0.2576592680480745) | > loss_disc_real_5: 0.2879091799259186 (0.25867702894740635) | > loss_0: 2.6580605506896973 (2.384355386098226) | > loss_gen: 2.0585484504699707 (2.276216877831353) | > loss_kl: 2.6230337619781494 (3.1133099132113986) | > loss_feat: 7.115543842315674 (6.593985186682807) | > loss_mel: 18.825517654418945 (17.97931586371528) | > loss_duration: 2.1716256141662598 (2.353215138117472) | > loss_1: 32.79426956176758 (32.31604364183214)  --> STEP: 10 | > loss_disc: 2.4353842735290527 (2.3894582748413087) | > loss_disc_real_0: 0.06959286332130432 (0.08075793534517288) | > loss_disc_real_1: 0.1350199282169342 (0.16140524297952652) | > loss_disc_real_2: 0.19969220459461212 (0.2161477968096733) | > loss_disc_real_3: 0.26833757758140564 (0.2555190309882164) | > loss_disc_real_4: 0.2988455891609192 (0.261777900159359) | > loss_disc_real_5: 0.28107088804244995 (0.2609164148569107) | > loss_0: 2.4353842735290527 (2.3894582748413087) | > loss_gen: 2.2950515747070312 (2.278100347518921) | > loss_kl: 2.9282658100128174 (3.0948055028915404) | > loss_feat: 6.661985874176025 (6.600785255432129) | > loss_mel: 18.823942184448242 (18.063778495788576) | > loss_duration: 2.3628106117248535 (2.3541746854782106) | > loss_1: 33.07205581665039 (32.39164485931396)  --> STEP: 11 | > loss_disc: 2.6918814182281494 (2.416951287876476) | > loss_disc_real_0: 0.08386730402708054 (0.0810406052253463) | > loss_disc_real_1: 0.15827374160289764 (0.16112056103619662) | > loss_disc_real_2: 0.2402079850435257 (0.21833508664911444) | > loss_disc_real_3: 0.28004106879234314 (0.2577483071522279) | > loss_disc_real_4: 0.26476696133613586 (0.26204963299361145) | > loss_disc_real_5: 0.31999671459198 (0.26628735119646246) | > loss_0: 2.6918814182281494 (2.416951287876476) | > loss_gen: 1.8998615741729736 (2.243715004487471) | > loss_kl: 4.095919609069824 (3.1858158761804756) | > loss_feat: 5.003617286682129 (6.455588167363947) | > loss_mel: 15.7701997756958 (17.855271339416504) | > loss_duration: 2.613541603088379 (2.377753496170044) | > loss_1: 29.383140563964844 (32.11814446882768)  --> STEP: 12 | > loss_disc: 2.6410512924194336 (2.435626288255056) | > loss_disc_real_0: 0.12120646983385086 (0.08438776060938835) | > loss_disc_real_1: 0.21008777618408203 (0.16520116229852042) | > loss_disc_real_2: 0.23491981625556946 (0.21971714744965234) | > loss_disc_real_3: 0.2410721480846405 (0.25635862722992897) | > loss_disc_real_4: 0.28258398175239563 (0.26376082872351014) | > loss_disc_real_5: 0.2817566990852356 (0.2675764635205269) | > loss_0: 2.6410512924194336 (2.435626288255056) | > loss_gen: 2.056696653366089 (2.2281301418940225) | > loss_kl: 3.1047801971435547 (3.1790629029273987) | > loss_feat: 5.841111183166504 (6.40438175201416) | > loss_mel: 17.37430191040039 (17.81519055366516) | > loss_duration: 2.2805731296539307 (2.369655132293701) | > loss_1: 30.65746307373047 (31.996421019236248)  --> STEP: 13 | > loss_disc: 2.1926801204681396 (2.416938121502216) | > loss_disc_real_0: 0.06596819311380386 (0.0829708708020357) | > loss_disc_real_1: 0.19677619636058807 (0.16763001107252562) | > loss_disc_real_2: 0.2127373367547989 (0.21918023893466362) | > loss_disc_real_3: 0.20458364486694336 (0.25237593627893007) | > loss_disc_real_4: 0.20649923384189606 (0.25935609065569365) | > loss_disc_real_5: 0.18332810699939728 (0.26109582071120924) | > loss_0: 2.1926801204681396 (2.416938121502216) | > loss_gen: 2.2360146045684814 (2.228736639022827) | > loss_kl: 2.496094226837158 (3.126526850920457) | > loss_feat: 5.714238166809082 (6.351293783921462) | > loss_mel: 16.223957061767578 (17.69278797736535) | > loss_duration: 2.238994836807251 (2.359604340333205) | > loss_1: 28.909299850463867 (31.75895016009991)  --> STEP: 14 | > loss_disc: 2.294804573059082 (2.4082142966134206) | > loss_disc_real_0: 0.09182637929916382 (0.08360340712325913) | > loss_disc_real_1: 0.12793822586536407 (0.16479488355772837) | > loss_disc_real_2: 0.2823643684387207 (0.22369339104209626) | > loss_disc_real_3: 0.233430415391922 (0.2510226847870009) | > loss_disc_real_4: 0.21740570664405823 (0.25635963465486256) | > loss_disc_real_5: 0.2164687216281891 (0.2579081707767078) | > loss_0: 2.294804573059082 (2.4082142966134206) | > loss_gen: 2.3713619709014893 (2.2389241627284457) | > loss_kl: 4.522000789642334 (3.2262035608291626) | > loss_feat: 6.730932235717773 (6.378410816192627) | > loss_mel: 17.710002899169922 (17.694017614637104) | > loss_duration: 2.3998570442199707 (2.362479533467974) | > loss_1: 33.73415756225586 (31.90003640311105)  --> STEP: 15 | > loss_disc: 2.305117130279541 (2.4013411521911623) | > loss_disc_real_0: 0.08309556543827057 (0.08356955101092657) | > loss_disc_real_1: 0.1707199513912201 (0.16518988807996113) | > loss_disc_real_2: 0.23604655265808105 (0.2245169351498286) | > loss_disc_real_3: 0.24871835112571716 (0.2508690625429153) | > loss_disc_real_4: 0.18522784113883972 (0.2516175150871277) | > loss_disc_real_5: 0.18708300590515137 (0.25318649311860403) | > loss_0: 2.305117130279541 (2.4013411521911623) | > loss_gen: 2.1659514904022217 (2.2340593179066977) | > loss_kl: 3.4690194129943848 (3.242391284306844) | > loss_feat: 7.215460777282715 (6.434214146931966) | > loss_mel: 18.526498794555664 (17.749516359965007) | > loss_duration: 2.3642377853393555 (2.3625967502593994) | > loss_1: 33.74116897583008 (32.022778574625654)  --> STEP: 16 | > loss_disc: 2.5790631771087646 (2.4124487787485123) | > loss_disc_real_0: 0.18831631541252136 (0.09011622378602624) | > loss_disc_real_1: 0.22681061923503876 (0.1690411837771535) | > loss_disc_real_2: 0.2199002206325531 (0.22422839049249887) | > loss_disc_real_3: 0.2504386305809021 (0.25084216054528946) | > loss_disc_real_4: 0.21244856715202332 (0.2491694558411837) | > loss_disc_real_5: 0.24387001991271973 (0.25260421354323626) | > loss_0: 2.5790631771087646 (2.4124487787485123) | > loss_gen: 2.2892274856567383 (2.237507328391075) | > loss_kl: 2.9067022800445557 (3.221410721540451) | > loss_feat: 7.926694869995117 (6.527494192123413) | > loss_mel: 16.37454605102539 (17.66358071565628) | > loss_duration: 2.421325206756592 (2.366267278790474) | > loss_1: 31.918495178222656 (32.016260862350464)  --> STEP: 17 | > loss_disc: 2.5488924980163574 (2.420474879881915) | > loss_disc_real_0: 0.085420161485672 (0.08983998482718188) | > loss_disc_real_1: 0.13072247803211212 (0.1667871422627393) | > loss_disc_real_2: 0.23555921018123627 (0.22489490929771871) | > loss_disc_real_3: 0.26737284660339355 (0.251814553842825) | > loss_disc_real_4: 0.3033716082572937 (0.2523578177480137) | > loss_disc_real_5: 0.34937819838523865 (0.25829680088688345) | > loss_0: 2.5488924980163574 (2.420474879881915) | > loss_gen: 2.253591537475586 (2.2384534583372226) | > loss_kl: 2.535466432571411 (3.181061057483449) | > loss_feat: 5.93376350402832 (6.492568857529584) | > loss_mel: 16.4697322845459 (17.59335433735567) | > loss_duration: 2.4627842903137207 (2.371944750056547) | > loss_1: 29.655336380004883 (31.877382951624252)  --> STEP: 18 | > loss_disc: 2.4235036373138428 (2.4206431441836886) | > loss_disc_real_0: 0.04122314974665642 (0.08713904954493046) | > loss_disc_real_1: 0.15124164521694183 (0.16592350353797278) | > loss_disc_real_2: 0.1262468844652176 (0.21941446347369087) | > loss_disc_real_3: 0.2167244255542755 (0.24986510227123893) | > loss_disc_real_4: 0.20509418845176697 (0.24973206056488884) | > loss_disc_real_5: 0.2091798484325409 (0.25556808130608666) | > loss_0: 2.4235036373138428 (2.4206431441836886) | > loss_gen: 1.8964308500289917 (2.219452202320099) | > loss_kl: 2.6091232299804688 (3.149286733733283) | > loss_feat: 8.000531196594238 (6.576344543033176) | > loss_mel: 18.095815658569336 (17.621268855200874) | > loss_duration: 2.230663776397705 (2.3640958070755005) | > loss_1: 32.83256530761719 (31.930448638068306)  --> STEP: 19 | > loss_disc: 2.627361536026001 (2.43152305954381) | > loss_disc_real_0: 0.0783262848854065 (0.08667521982600815) | > loss_disc_real_1: 0.16798648238182068 (0.1660320813718595) | > loss_disc_real_2: 0.22262239456176758 (0.2195833019520107) | > loss_disc_real_3: 0.2864607274532318 (0.2517911878071333) | > loss_disc_real_4: 0.30481627583503723 (0.2526312297896335) | > loss_disc_real_5: 0.303289532661438 (0.2580797366405788) | > loss_0: 2.627361536026001 (2.43152305954381) | > loss_gen: 2.2242815494537354 (2.2197063784850273) | > loss_kl: 2.2678351402282715 (3.1028945446014404) | > loss_feat: 4.733560085296631 (6.479355887362831) | > loss_mel: 17.035640716552734 (17.590446321587812) | > loss_duration: 2.3621397018432617 (2.3639928541685404) | > loss_1: 28.623458862304688 (31.75639654460706)  --> STEP: 20 | > loss_disc: 2.4680233001708984 (2.433348071575165) | > loss_disc_real_0: 0.14386257529258728 (0.0895345875993371) | > loss_disc_real_1: 0.22954393923282623 (0.16920767426490785) | > loss_disc_real_2: 0.2843751907348633 (0.22282289639115332) | > loss_disc_real_3: 0.24634723365306854 (0.25151899009943) | > loss_disc_real_4: 0.1983364373445511 (0.24991649016737938) | > loss_disc_real_5: 0.226622074842453 (0.25650685355067254) | > loss_0: 2.4680233001708984 (2.433348071575165) | > loss_gen: 2.3157429695129395 (2.224508208036423) | > loss_kl: 2.4530375003814697 (3.070401692390442) | > loss_feat: 5.5410685539245605 (6.432441520690918) | > loss_mel: 18.05975914001465 (17.613911962509157) | > loss_duration: 2.3595728874206543 (2.3637718558311462) | > loss_1: 30.72918128967285 (31.705035781860353)  --> STEP: 21 | > loss_disc: 2.3312220573425293 (2.4284849280402776) | > loss_disc_real_0: 0.05167718976736069 (0.08773185436924298) | > loss_disc_real_1: 0.2195771485567093 (0.17160622065975553) | > loss_disc_real_2: 0.22660480439662933 (0.22300298724855697) | > loss_disc_real_3: 0.2312168926000595 (0.2505522235518409) | > loss_disc_real_4: 0.32000061869621277 (0.25325382962113335) | > loss_disc_real_5: 0.2500036358833313 (0.2561971765188944) | > loss_0: 2.3312220573425293 (2.4284849280402776) | > loss_gen: 2.461599349975586 (2.235798262414478) | > loss_kl: 2.847898006439209 (3.0598062787737166) | > loss_feat: 5.819380283355713 (6.403248128436861) | > loss_mel: 18.26667594909668 (17.644995961870467) | > loss_duration: 2.182250499725342 (2.35512798173087) | > loss_1: 31.577804565429688 (31.69897715250651)  --> STEP: 22 | > loss_disc: 2.458364963531494 (2.4298431114716967) | > loss_disc_real_0: 0.23397670686244965 (0.09437934766438874) | > loss_disc_real_1: 0.16237486898899078 (0.17118661376562985) | > loss_disc_real_2: 0.15213361382484436 (0.21978165209293365) | > loss_disc_real_3: 0.15366865694522858 (0.24614842506972218) | > loss_disc_real_4: 0.20249971747398376 (0.2509468245235356) | > loss_disc_real_5: 0.2894117534160614 (0.2577069300142201) | > loss_0: 2.458364963531494 (2.4298431114716967) | > loss_gen: 2.1882576942443848 (2.2336373274976555) | > loss_kl: 2.360769748687744 (3.028031891042536) | > loss_feat: 8.174473762512207 (6.483758384531194) | > loss_mel: 18.680622100830078 (17.692069877277724) | > loss_duration: 2.1904115676879883 (2.347640872001648) | > loss_1: 33.59453582763672 (31.785138910466973)  --> STEP: 23 | > loss_disc: 2.329577684402466 (2.4254837450773823) | > loss_disc_real_0: 0.1094551682472229 (0.09503481812451196) | > loss_disc_real_1: 0.1428317129611969 (0.16995379199152408) | > loss_disc_real_2: 0.23937618732452393 (0.22063358840735062) | > loss_disc_real_3: 0.20053841173648834 (0.2441653810117555) | > loss_disc_real_4: 0.20584224164485931 (0.24898575570272358) | > loss_disc_real_5: 0.3062298893928528 (0.2598166239002476) | > loss_0: 2.329577684402466 (2.4254837450773823) | > loss_gen: 2.3552165031433105 (2.238923378612684) | > loss_kl: 2.6846084594726562 (3.0131004374960195) | > loss_feat: 7.359150409698486 (6.521818907364555) | > loss_mel: 17.456073760986328 (17.681809176569402) | > loss_duration: 2.2568347454071045 (2.3436927795410156) | > loss_1: 32.11188507080078 (31.799345265264098)  --> STEP: 24 | > loss_disc: 2.3386216163635254 (2.421864489714305) | > loss_disc_real_0: 0.058396726846694946 (0.09350823098793626) | > loss_disc_real_1: 0.2162831723690033 (0.1718841828405857) | > loss_disc_real_2: 0.2124478965997696 (0.22029251791536808) | > loss_disc_real_3: 0.2525445222854614 (0.2445145118981599) | > loss_disc_real_4: 0.2643531262874603 (0.24962606281042096) | > loss_disc_real_5: 0.27645865082740784 (0.2605100416888793) | > loss_0: 2.3386216163635254 (2.421864489714305) | > loss_gen: 2.3979134559631348 (2.245547965168953) | > loss_kl: 2.1970012187957764 (2.979096303383509) | > loss_feat: 5.579429626464844 (6.482552687327067) | > loss_mel: 17.589242935180664 (17.67795224984487) | > loss_duration: 2.405494213104248 (2.346267839272817) | > loss_1: 30.16908073425293 (31.731417576471966)  --> STEP: 25 | > loss_disc: 2.435106039047241 (2.422394151687622) | > loss_disc_real_0: 0.075705386698246 (0.09279611721634864) | > loss_disc_real_1: 0.23196275532245636 (0.17428732573986053) | > loss_disc_real_2: 0.2154565453529358 (0.2200990790128708) | > loss_disc_real_3: 0.28609439730644226 (0.2461777073144912) | > loss_disc_real_4: 0.24351635575294495 (0.2493816745281219) | > loss_disc_real_5: 0.25775793194770813 (0.2603999572992325) | > loss_0: 2.435106039047241 (2.422394151687622) | > loss_gen: 2.2605764865875244 (2.2461491060256957) | > loss_kl: 3.0335347652435303 (2.9812738418579103) | > loss_feat: 6.117892742156982 (6.467966289520263) | > loss_mel: 15.069855690002441 (17.573628387451173) | > loss_duration: 2.381882667541504 (2.3476924324035644) | > loss_1: 28.86374282836914 (31.616710586547853)  --> STEP: 26 | > loss_disc: 2.783991575241089 (2.436301744901217) | > loss_disc_real_0: 0.13199611008167267 (0.09430380924963035) | > loss_disc_real_1: 0.14736612141132355 (0.17325189480414757) | > loss_disc_real_2: 0.1920224279165268 (0.21901920781685755) | > loss_disc_real_3: 0.16983026266098022 (0.24324126713551) | > loss_disc_real_4: 0.16312092542648315 (0.2460639534088281) | > loss_disc_real_5: 0.25415515899658203 (0.26015977274913055) | > loss_0: 2.783991575241089 (2.436301744901217) | > loss_gen: 1.641427993774414 (2.2228906017083387) | > loss_kl: 2.3942267894744873 (2.958695109073932) | > loss_feat: 14.794781684875488 (6.788228420110849) | > loss_mel: 19.67460823059082 (17.654435304495003) | > loss_duration: 2.305806875228882 (2.3460814494353075) | > loss_1: 40.810848236083984 (31.970331265376164) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024709334740271936 (+6.20988699106071e-05) | > avg_loss_disc: 2.436301744901217 (+0.03555797613584044) | > avg_loss_disc_real_0: 0.09430380924963035 (-0.04430960706220223) | > avg_loss_disc_real_1: 0.17325189480414757 (-0.046536598068017215) | > avg_loss_disc_real_2: 0.21901920781685755 (+0.011472679674625397) | > avg_loss_disc_real_3: 0.24324126713551 (+0.008080399380280351) | > avg_loss_disc_real_4: 0.2460639534088281 (+0.002087401656004073) | > avg_loss_disc_real_5: 0.26015977274913055 (+0.0017637255100103055) | > avg_loss_0: 2.436301744901217 (+0.03555797613584044) | > avg_loss_gen: 2.2228906017083387 (-0.19131027735196682) | > avg_loss_kl: 2.958695109073932 (+0.12671758578373815) | > avg_loss_feat: 6.788228420110849 (+0.06875098668612001) | > avg_loss_mel: 17.654435304495003 (+0.9319079472468417) | > avg_loss_duration: 2.3460814494353075 (+0.007985637738153972) | > avg_loss_1: 31.970331265376164 (+0.9440525495088998)  > EPOCH: 627/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:51:35)   --> TIME: 2024-06-11 18:51:41 -- STEP: 14/330 -- GLOBAL_STEP: 294925 | > loss_disc: 2.3628718852996826 (2.3087772641863142) | > loss_disc_real_0: 0.10554337501525879 (0.10684074088931084) | > loss_disc_real_1: 0.21014325320720673 (0.19611630801643645) | > loss_disc_real_2: 0.20570945739746094 (0.21077978610992432) | > loss_disc_real_3: 0.25650089979171753 (0.22553142479487828) | > loss_disc_real_4: 0.21745289862155914 (0.22045099522386277) | > loss_disc_real_5: 0.23975472152233124 (0.22008409457547323) | > loss_0: 2.3628718852996826 (2.3087772641863142) | > grad_norm_0: tensor(7.6122, device='cuda:0') (tensor(7.0430, device='cuda:0')) | > loss_gen: 2.403287410736084 (2.5080405473709106) | > loss_kl: 1.7232692241668701 (1.9171559640339442) | > loss_feat: 7.019381046295166 (7.026112726756504) | > loss_mel: 16.459732055664062 (17.709839003426687) | > loss_duration: 1.9969100952148438 (2.08014030115945) | > loss_1: 29.60257911682129 (31.241288457598007) | > grad_norm_1: tensor(114.7551, device='cuda:0') (tensor(86.3346, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.4038 (0.3839050020490374) | > loader_time: 0.0034 (0.0034600836890084402)  --> TIME: 2024-06-11 18:51:50 -- STEP: 39/330 -- GLOBAL_STEP: 294950 | > loss_disc: 2.248105525970459 (2.343665581483108) | > loss_disc_real_0: 0.09173563122749329 (0.10565870388960227) | > loss_disc_real_1: 0.14929789304733276 (0.19523720481456855) | > loss_disc_real_2: 0.20527316629886627 (0.21009864639013243) | > loss_disc_real_3: 0.21318475902080536 (0.22444716095924377) | > loss_disc_real_4: 0.19020695984363556 (0.22889901391970804) | > loss_disc_real_5: 0.16315379738807678 (0.22217629123956728) | > loss_0: 2.248105525970459 (2.343665581483108) | > grad_norm_0: tensor(9.4739, device='cuda:0') (tensor(8.7527, device='cuda:0')) | > loss_gen: 2.5058116912841797 (2.4848200724675107) | > loss_kl: 1.900549054145813 (1.9371269238300812) | > loss_feat: 8.243809700012207 (7.05137361624302) | > loss_mel: 17.925750732421875 (17.654188107221554) | > loss_duration: 2.0005104541778564 (2.023093648445912) | > loss_1: 32.57643127441406 (31.150602487417366) | > grad_norm_1: tensor(115.9076, device='cuda:0') (tensor(83.4403, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3628 (0.36631607398008686) | > loader_time: 0.0032 (0.0034213555164826224)  --> TIME: 2024-06-11 18:52:00 -- STEP: 64/330 -- GLOBAL_STEP: 294975 | > loss_disc: 2.3779444694519043 (2.340379998087884) | > loss_disc_real_0: 0.11190076917409897 (0.10846614779438823) | > loss_disc_real_1: 0.21186354756355286 (0.19434349494986236) | > loss_disc_real_2: 0.23897172510623932 (0.20838247425854206) | > loss_disc_real_3: 0.26075321435928345 (0.22674436285160482) | > loss_disc_real_4: 0.2399146407842636 (0.23020526324398816) | > loss_disc_real_5: 0.2406330555677414 (0.22341060917824507) | > loss_0: 2.3779444694519043 (2.340379998087884) | > grad_norm_0: tensor(8.6418, device='cuda:0') (tensor(8.5260, device='cuda:0')) | > loss_gen: 2.586486577987671 (2.498961567878723) | > loss_kl: 2.0345592498779297 (1.9460203479975462) | > loss_feat: 7.011281490325928 (7.064496040344238) | > loss_mel: 18.67110252380371 (17.680407106876373) | > loss_duration: 1.98979914188385 (2.0068536940962067) | > loss_1: 32.29322814941406 (31.196738749742508) | > grad_norm_1: tensor(164.8665, device='cuda:0') (tensor(89.3211, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3562 (0.36566103994846344) | > loader_time: 0.0039 (0.003496665507555008)  --> TIME: 2024-06-11 18:52:09 -- STEP: 89/330 -- GLOBAL_STEP: 295000 | > loss_disc: 2.3654983043670654 (2.3477755128667592) | > loss_disc_real_0: 0.12243229150772095 (0.11089158585567153) | > loss_disc_real_1: 0.22873224318027496 (0.19669112077589784) | > loss_disc_real_2: 0.24885956943035126 (0.20871579295463777) | > loss_disc_real_3: 0.2386394739151001 (0.22699623228458876) | > loss_disc_real_4: 0.19724656641483307 (0.23056633234693763) | > loss_disc_real_5: 0.21807736158370972 (0.22382875037996958) | > loss_0: 2.3654983043670654 (2.3477755128667592) | > grad_norm_0: tensor(5.3006, device='cuda:0') (tensor(8.3501, device='cuda:0')) | > loss_gen: 2.4584622383117676 (2.490507573224185) | > loss_kl: 1.8801630735397339 (1.9493152773782108) | > loss_feat: 7.0118608474731445 (7.034226905094104) | > loss_mel: 17.067502975463867 (17.640139333317787) | > loss_duration: 2.0128896236419678 (2.0004689197861736) | > loss_1: 30.430877685546875 (31.114658055680522) | > grad_norm_1: tensor(50.5501, device='cuda:0') (tensor(86.1483, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3575 (0.3658252458893851) | > loader_time: 0.0043 (0.0035927777879693535) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_295000.pth  --> TIME: 2024-06-11 18:52:23 -- STEP: 114/330 -- GLOBAL_STEP: 295025 | > loss_disc: 2.435908555984497 (2.3550078366932117) | > loss_disc_real_0: 0.13917478919029236 (0.11257117614150047) | > loss_disc_real_1: 0.23869149386882782 (0.19663925207497782) | > loss_disc_real_2: 0.19734914600849152 (0.20874233570015222) | > loss_disc_real_3: 0.23945778608322144 (0.22914720823367438) | > loss_disc_real_4: 0.23946228623390198 (0.2304248302652125) | > loss_disc_real_5: 0.2632507085800171 (0.22330945442643083) | > loss_0: 2.435908555984497 (2.3550078366932117) | > grad_norm_0: tensor(13.0654, device='cuda:0') (tensor(9.3574, device='cuda:0')) | > loss_gen: 2.526311159133911 (2.484356028991833) | > loss_kl: 1.9709943532943726 (1.9506990083476954) | > loss_feat: 6.518703937530518 (7.019584869083605) | > loss_mel: 17.618051528930664 (17.64623735662093) | > loss_duration: 2.0410919189453125 (2.001692311805591) | > loss_1: 30.675153732299805 (31.102569663733767) | > grad_norm_1: tensor(186.4680, device='cuda:0') (tensor(99.6526, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3889 (0.36988037720061184) | > loader_time: 0.0045 (0.003747145334879557)  --> TIME: 2024-06-11 18:52:33 -- STEP: 139/330 -- GLOBAL_STEP: 295050 | > loss_disc: 2.4520153999328613 (2.3601536990927277) | > loss_disc_real_0: 0.12787160277366638 (0.1133628060920633) | > loss_disc_real_1: 0.19678819179534912 (0.19665727994853643) | > loss_disc_real_2: 0.22320812940597534 (0.20992474375868872) | > loss_disc_real_3: 0.23905615508556366 (0.22918497261812362) | > loss_disc_real_4: 0.22614800930023193 (0.2311935240416218) | > loss_disc_real_5: 0.19950580596923828 (0.22397616848671179) | > loss_0: 2.4520153999328613 (2.3601536990927277) | > grad_norm_0: tensor(19.5598, device='cuda:0') (tensor(10.0288, device='cuda:0')) | > loss_gen: 2.4064040184020996 (2.4790815638123656) | > loss_kl: 2.011195421218872 (1.9634934475096009) | > loss_feat: 7.095413684844971 (7.017757148193798) | > loss_mel: 17.35121726989746 (17.657628656291283) | > loss_duration: 2.073561668395996 (2.007141669877142) | > loss_1: 30.937793731689453 (31.125102598890127) | > grad_norm_1: tensor(204.9663, device='cuda:0') (tensor(109.4773, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3826 (0.37171386814803525) | > loader_time: 0.0039 (0.0038344980143814635)  --> TIME: 2024-06-11 18:52:43 -- STEP: 164/330 -- GLOBAL_STEP: 295075 | > loss_disc: 2.375288486480713 (2.358994571174063) | > loss_disc_real_0: 0.11695360392332077 (0.11418117328387935) | > loss_disc_real_1: 0.21447807550430298 (0.1961064986521151) | > loss_disc_real_2: 0.22001244127750397 (0.21032173286487416) | > loss_disc_real_3: 0.23917095363140106 (0.22903713974647405) | > loss_disc_real_4: 0.2565607726573944 (0.2311735781954556) | > loss_disc_real_5: 0.23305892944335938 (0.22313687641446184) | > loss_0: 2.375288486480713 (2.358994571174063) | > grad_norm_0: tensor(11.9673, device='cuda:0') (tensor(10.9330, device='cuda:0')) | > loss_gen: 2.5405421257019043 (2.4803953010861455) | > loss_kl: 2.0700972080230713 (1.9733150099835746) | > loss_feat: 6.5251030921936035 (7.033058300250914) | > loss_mel: 17.550132751464844 (17.637644884062986) | > loss_duration: 2.074789047241211 (2.010884414358836) | > loss_1: 30.760663986206055 (31.135298077653093) | > grad_norm_1: tensor(194.2700, device='cuda:0') (tensor(128.6927, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3842 (0.37338234593228586) | > loader_time: 0.0048 (0.003957233777860317)  --> TIME: 2024-06-11 18:52:53 -- STEP: 189/330 -- GLOBAL_STEP: 295100 | > loss_disc: 2.3398337364196777 (2.35899784703734) | > loss_disc_real_0: 0.11624690890312195 (0.11465514364539) | > loss_disc_real_1: 0.19921287894248962 (0.19675896841066856) | > loss_disc_real_2: 0.21732835471630096 (0.21081532088537064) | > loss_disc_real_3: 0.2040010392665863 (0.22914498500407687) | > loss_disc_real_4: 0.22216401994228363 (0.23068071578545546) | > loss_disc_real_5: 0.20473068952560425 (0.2226286745733685) | > loss_0: 2.3398337364196777 (2.35899784703734) | > grad_norm_0: tensor(45.9574, device='cuda:0') (tensor(13.1993, device='cuda:0')) | > loss_gen: 2.495288372039795 (2.481741107960857) | > loss_kl: 2.0173795223236084 (1.9791044135573048) | > loss_feat: 6.888833999633789 (7.032924864027235) | > loss_mel: 18.11960220336914 (17.595107436810867) | > loss_duration: 2.094609022140503 (2.018056564860874) | > loss_1: 31.615713119506836 (31.106934512103045) | > grad_norm_1: tensor(140.7473, device='cuda:0') (tensor(150.1540, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3951 (0.376239809409651) | > loader_time: 0.0044 (0.004044266604872607)  --> TIME: 2024-06-11 18:53:03 -- STEP: 214/330 -- GLOBAL_STEP: 295125 | > loss_disc: 2.420908212661743 (2.3582599229901744) | > loss_disc_real_0: 0.1336047649383545 (0.1154548534862349) | > loss_disc_real_1: 0.23309798538684845 (0.1968101952399049) | > loss_disc_real_2: 0.25990065932273865 (0.2108779647082926) | > loss_disc_real_3: 0.2630535066127777 (0.2293398834973852) | > loss_disc_real_4: 0.2195408195257187 (0.23014785648784905) | > loss_disc_real_5: 0.2421587109565735 (0.22275564457490066) | > loss_0: 2.420908212661743 (2.3582599229901744) | > grad_norm_0: tensor(11.4876, device='cuda:0') (tensor(15.2423, device='cuda:0')) | > loss_gen: 2.607409954071045 (2.488408249115275) | > loss_kl: 1.9274671077728271 (1.9830890336883402) | > loss_feat: 5.984169006347656 (7.056230123912062) | > loss_mel: 16.74446678161621 (17.563271219485284) | > loss_duration: 2.14643931388855 (2.025774509550256) | > loss_1: 29.40995216369629 (31.116773213181542) | > grad_norm_1: tensor(541.3683, device='cuda:0') (tensor(171.8725, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.3879 (0.3783332722209323) | > loader_time: 0.0052 (0.004144309837127399)  --> TIME: 2024-06-11 18:53:13 -- STEP: 239/330 -- GLOBAL_STEP: 295150 | > loss_disc: 2.32293438911438 (2.3588730021999464) | > loss_disc_real_0: 0.1746901571750641 (0.11483239694245191) | > loss_disc_real_1: 0.20124024152755737 (0.1970038238803712) | > loss_disc_real_2: 0.1867230385541916 (0.2105201739646401) | > loss_disc_real_3: 0.1999829113483429 (0.22929848555989843) | > loss_disc_real_4: 0.23923788964748383 (0.23071803458066167) | > loss_disc_real_5: 0.21211814880371094 (0.22296200624070905) | > loss_0: 2.32293438911438 (2.3588730021999464) | > grad_norm_0: tensor(87.6985, device='cuda:0') (tensor(17.0036, device='cuda:0')) | > loss_gen: 2.604400873184204 (2.494233618221522) | > loss_kl: 2.0117406845092773 (1.9891222386180607) | > loss_feat: 7.371597766876221 (7.057311993762539) | > loss_mel: 17.473289489746094 (17.513558272038544) | > loss_duration: 2.0823731422424316 (2.0344266716905217) | > loss_1: 31.54340171813965 (31.088652862165763) | > grad_norm_1: tensor(517.8461, device='cuda:0') (tensor(189.0224, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.4134 (0.3813527438431104) | > loader_time: 0.0055 (0.0042683818849060815)  --> TIME: 2024-06-11 18:53:24 -- STEP: 264/330 -- GLOBAL_STEP: 295175 | > loss_disc: 2.3540198802948 (2.359333138574253) | > loss_disc_real_0: 0.09194977581501007 (0.11611084942000383) | > loss_disc_real_1: 0.21620029211044312 (0.1973807162633448) | > loss_disc_real_2: 0.21245770156383514 (0.21065606825956792) | > loss_disc_real_3: 0.24558588862419128 (0.2294623094864867) | > loss_disc_real_4: 0.2085079401731491 (0.23010883209380237) | > loss_disc_real_5: 0.2057972401380539 (0.22242696459094682) | > loss_0: 2.3540198802948 (2.359333138574253) | > grad_norm_0: tensor(70.2782, device='cuda:0') (tensor(19.5011, device='cuda:0')) | > loss_gen: 2.4461450576782227 (2.4946936766306553) | > loss_kl: 2.034520387649536 (1.9932366492170277) | > loss_feat: 7.2891526222229 (7.054166454257387) | > loss_mel: 17.672727584838867 (17.47731304168701) | > loss_duration: 2.1489672660827637 (2.042535319021253) | > loss_1: 31.591514587402344 (31.06194518551682) | > grad_norm_1: tensor(650.8179, device='cuda:0') (tensor(213.7702, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.4549 (0.3858601459951111) | > loader_time: 0.0063 (0.004415272763281156)  --> TIME: 2024-06-11 18:53:36 -- STEP: 289/330 -- GLOBAL_STEP: 295200 | > loss_disc: 2.3664355278015137 (2.3618050636304693) | > loss_disc_real_0: 0.085328608751297 (0.11828720046265315) | > loss_disc_real_1: 0.17630718648433685 (0.19708394246324124) | > loss_disc_real_2: 0.20310015976428986 (0.21063729945351092) | > loss_disc_real_3: 0.2565596103668213 (0.22977573179662433) | > loss_disc_real_4: 0.26574787497520447 (0.23016063760721148) | > loss_disc_real_5: 0.2753344774246216 (0.22220764069408694) | > loss_0: 2.3664355278015137 (2.3618050636304693) | > grad_norm_0: tensor(50.2316, device='cuda:0') (tensor(22.9605, device='cuda:0')) | > loss_gen: 2.561720848083496 (2.4974803223329434) | > loss_kl: 2.056854009628296 (1.9990383155618159) | > loss_feat: 7.12437629699707 (7.0626966664535376) | > loss_mel: 16.555402755737305 (17.42316875655759) | > loss_duration: 2.1862707138061523 (2.05244817494521) | > loss_1: 30.48462677001953 (31.034832297724424) | > grad_norm_1: tensor(626.3347, device='cuda:0') (tensor(238.1157, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.4642 (0.39133354784295615) | > loader_time: 0.0065 (0.004569611334883216)  --> TIME: 2024-06-11 18:53:49 -- STEP: 314/330 -- GLOBAL_STEP: 295225 | > loss_disc: 2.293095588684082 (2.3644725532288744) | > loss_disc_real_0: 0.08231143653392792 (0.11993723334210693) | > loss_disc_real_1: 0.20089101791381836 (0.1977320725845683) | > loss_disc_real_2: 0.2178546041250229 (0.21069746388561406) | > loss_disc_real_3: 0.23063954710960388 (0.22967972236264284) | > loss_disc_real_4: 0.22425313293933868 (0.2302956507084476) | > loss_disc_real_5: 0.2174428105354309 (0.22206274121050623) | > loss_0: 2.293095588684082 (2.3644725532288744) | > grad_norm_0: tensor(42.0444, device='cuda:0') (tensor(24.9595, device='cuda:0')) | > loss_gen: 2.3925225734710693 (2.496169849565834) | > loss_kl: 1.9517490863800049 (2.0017272514902102) | > loss_feat: 7.211228847503662 (7.075348571607262) | > loss_mel: 16.846403121948242 (17.38317791519651) | > loss_duration: 2.2642650604248047 (2.065199020182251) | > loss_1: 30.666168212890625 (31.02162265170152) | > grad_norm_1: tensor(459.8793, device='cuda:0') (tensor(254.5685, device='cuda:0')) | > current_lr_0: 0.00018492262007279025 | > current_lr_1: 0.00018492262007279025 | > step_time: 0.535 (0.399836806734656) | > loader_time: 0.0083 (0.004771487728046002)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.527090549468994 (2.527090549468994) | > loss_disc_real_0: 0.09888563305139542 (0.09888563305139542) | > loss_disc_real_1: 0.2685925364494324 (0.2685925364494324) | > loss_disc_real_2: 0.2677341401576996 (0.2677341401576996) | > loss_disc_real_3: 0.26247328519821167 (0.26247328519821167) | > loss_disc_real_4: 0.30308160185813904 (0.30308160185813904) | > loss_disc_real_5: 0.23660506308078766 (0.23660506308078766) | > loss_0: 2.527090549468994 (2.527090549468994) | > loss_gen: 2.338040351867676 (2.338040351867676) | > loss_kl: 2.700464963912964 (2.700464963912964) | > loss_feat: 6.334858417510986 (6.334858417510986) | > loss_mel: 14.78775691986084 (14.78775691986084) | > loss_duration: 3.0176444053649902 (3.0176444053649902) | > loss_1: 29.17876625061035 (29.17876625061035)  --> STEP: 1 | > loss_disc: 2.212364673614502 (2.212364673614502) | > loss_disc_real_0: 0.10792659968137741 (0.10792659968137741) | > loss_disc_real_1: 0.2555072009563446 (0.2555072009563446) | > loss_disc_real_2: 0.20009377598762512 (0.20009377598762512) | > loss_disc_real_3: 0.19376127421855927 (0.19376127421855927) | > loss_disc_real_4: 0.2673901617527008 (0.2673901617527008) | > loss_disc_real_5: 0.18700093030929565 (0.18700093030929565) | > loss_0: 2.212364673614502 (2.212364673614502) | > loss_gen: 2.436004400253296 (2.436004400253296) | > loss_kl: 2.471550703048706 (2.471550703048706) | > loss_feat: 5.881163597106934 (5.881163597106934) | > loss_mel: 15.956009864807129 (15.956009864807129) | > loss_duration: 2.4815285205841064 (2.4815285205841064) | > loss_1: 29.22625732421875 (29.22625732421875)  --> STEP: 2 | > loss_disc: 2.493948459625244 (2.353156566619873) | > loss_disc_real_0: 0.06305797398090363 (0.08549228683114052) | > loss_disc_real_1: 0.22584351897239685 (0.24067535996437073) | > loss_disc_real_2: 0.22261331975460052 (0.21135354787111282) | > loss_disc_real_3: 0.2663254737854004 (0.23004337400197983) | > loss_disc_real_4: 0.32851168513298035 (0.2979509234428406) | > loss_disc_real_5: 0.2439309060573578 (0.21546591818332672) | > loss_0: 2.493948459625244 (2.353156566619873) | > loss_gen: 2.3358914852142334 (2.3859479427337646) | > loss_kl: 3.165095806121826 (2.818323254585266) | > loss_feat: 6.093803405761719 (5.987483501434326) | > loss_mel: 19.482004165649414 (17.71900701522827) | > loss_duration: 2.4650511741638184 (2.4732898473739624) | > loss_1: 33.541847229003906 (31.384052276611328)  --> STEP: 3 | > loss_disc: 2.065183401107788 (2.257165511449178) | > loss_disc_real_0: 0.09343694150447845 (0.0881405050555865) | > loss_disc_real_1: 0.16789492964744568 (0.21641521652539572) | > loss_disc_real_2: 0.20251412689685822 (0.20840707421302795) | > loss_disc_real_3: 0.18205927312374115 (0.2140486737092336) | > loss_disc_real_4: 0.26252132654190063 (0.2861410578091939) | > loss_disc_real_5: 0.17849533259868622 (0.20314238965511322) | > loss_0: 2.065183401107788 (2.257165511449178) | > loss_gen: 2.674370765686035 (2.482088883717855) | > loss_kl: 2.630530834197998 (2.7557257811228433) | > loss_feat: 6.923697471618652 (6.299554824829102) | > loss_mel: 16.61319923400879 (17.350404421488445) | > loss_duration: 2.302518606185913 (2.4163661003112793) | > loss_1: 31.144315719604492 (31.304140090942383)  --> STEP: 4 | > loss_disc: 2.3207547664642334 (2.273062825202942) | > loss_disc_real_0: 0.12020228058099747 (0.09615594893693924) | > loss_disc_real_1: 0.2733320891857147 (0.23064443469047546) | > loss_disc_real_2: 0.1692940890789032 (0.19862882792949677) | > loss_disc_real_3: 0.25573092699050903 (0.22446923702955246) | > loss_disc_real_4: 0.2340293675661087 (0.2731131352484226) | > loss_disc_real_5: 0.1916891485452652 (0.20027907937765121) | > loss_0: 2.3207547664642334 (2.273062825202942) | > loss_gen: 2.6318488121032715 (2.519528865814209) | > loss_kl: 3.931096315383911 (3.0495684146881104) | > loss_feat: 7.8056159019470215 (6.6760700941085815) | > loss_mel: 19.97098159790039 (18.00554871559143) | > loss_duration: 2.2937188148498535 (2.385704278945923) | > loss_1: 36.633262634277344 (32.63642072677612)  --> STEP: 5 | > loss_disc: 2.5623233318328857 (2.330914926528931) | > loss_disc_real_0: 0.20286789536476135 (0.11749833822250366) | > loss_disc_real_1: 0.3686920702457428 (0.25825396180152893) | > loss_disc_real_2: 0.26947489380836487 (0.2127980411052704) | > loss_disc_real_3: 0.2562708854675293 (0.23082956671714783) | > loss_disc_real_4: 0.31300562620162964 (0.281091633439064) | > loss_disc_real_5: 0.2294767200946808 (0.20611860752105712) | > loss_0: 2.5623233318328857 (2.330914926528931) | > loss_gen: 2.5177788734436035 (2.519178867340088) | > loss_kl: 2.9147872924804688 (3.022612190246582) | > loss_feat: 4.7276129722595215 (6.286378669738769) | > loss_mel: 18.700489044189453 (18.144536781311036) | > loss_duration: 2.4453909397125244 (2.3976416110992433) | > loss_1: 31.306058883666992 (32.370348358154295)  --> STEP: 6 | > loss_disc: 2.7569384574890137 (2.4019188483556113) | > loss_disc_real_0: 0.17775943875312805 (0.12754185497760773) | > loss_disc_real_1: 0.29908981919288635 (0.2650599380334218) | > loss_disc_real_2: 0.32950645685195923 (0.23224944372971854) | > loss_disc_real_3: 0.3340562880039215 (0.24803402026494345) | > loss_disc_real_4: 0.27806439995765686 (0.2805870945254962) | > loss_disc_real_5: 0.2817440629005432 (0.2187228500843048) | > loss_0: 2.7569384574890137 (2.4019188483556113) | > loss_gen: 2.291421413421631 (2.4812192916870117) | > loss_kl: 3.2054169178009033 (3.0530796448389688) | > loss_feat: 3.5974841117858887 (5.838229576746623) | > loss_mel: 13.313949584960938 (17.339438915252686) | > loss_duration: 2.162104606628418 (2.358385443687439) | > loss_1: 24.570377349853516 (31.070353190104168)  --> STEP: 7 | > loss_disc: 2.8197455406188965 (2.4616083758217946) | > loss_disc_real_0: 0.18438556790351868 (0.135662385395595) | > loss_disc_real_1: 0.30126768350601196 (0.27023247310093473) | > loss_disc_real_2: 0.23323358595371246 (0.23239003547600337) | > loss_disc_real_3: 0.2890486717224121 (0.25389325618743896) | > loss_disc_real_4: 0.34038516879081726 (0.28912967656339916) | > loss_disc_real_5: 0.21669816970825195 (0.21843361003058298) | > loss_0: 2.8197455406188965 (2.4616083758217946) | > loss_gen: 2.3919551372528076 (2.4684672696249828) | > loss_kl: 3.714474678039551 (3.147564649581909) | > loss_feat: 6.695527076721191 (5.960700648171561) | > loss_mel: 17.678874969482422 (17.38792978014265) | > loss_duration: 2.5086169242858887 (2.379847083772932) | > loss_1: 32.98944854736328 (31.34450966971261)  --> STEP: 8 | > loss_disc: 2.209573745727539 (2.430104047060013) | > loss_disc_real_0: 0.2014840841293335 (0.14389009773731232) | > loss_disc_real_1: 0.19760674238204956 (0.26115425676107407) | > loss_disc_real_2: 0.2501216232776642 (0.23460648395121098) | > loss_disc_real_3: 0.16659562289714813 (0.2429810520261526) | > loss_disc_real_4: 0.17341852188110352 (0.2746657822281122) | > loss_disc_real_5: 0.17883791029453278 (0.2134841475635767) | > loss_0: 2.209573745727539 (2.430104047060013) | > loss_gen: 2.709160566329956 (2.4985539317131042) | > loss_kl: 3.3961422443389893 (3.178636848926544) | > loss_feat: 11.615757942199707 (6.667582809925079) | > loss_mel: 19.27277374267578 (17.62353527545929) | > loss_duration: 2.216766834259033 (2.3594620525836945) | > loss_1: 39.210601806640625 (32.32777118682861)  --> STEP: 9 | > loss_disc: 2.4298958778381348 (2.430080917146471) | > loss_disc_real_0: 0.13380438089370728 (0.1427694625324673) | > loss_disc_real_1: 0.2460130900144577 (0.2594719049003389) | > loss_disc_real_2: 0.36855432391166687 (0.24948957728015053) | > loss_disc_real_3: 0.3152303099632263 (0.2510087473524941) | > loss_disc_real_4: 0.3459014892578125 (0.2825808607869678) | > loss_disc_real_5: 0.17895004153251648 (0.20964702467123666) | > loss_0: 2.4298958778381348 (2.430080917146471) | > loss_gen: 3.0715396404266357 (2.562219010459052) | > loss_kl: 3.0531527996063232 (3.164694176779853) | > loss_feat: 7.44611120223999 (6.754085964626736) | > loss_mel: 19.411962509155273 (17.82224941253662) | > loss_duration: 2.1622328758239746 (2.337547699610392) | > loss_1: 35.144996643066406 (32.6407962375217)  --> STEP: 10 | > loss_disc: 2.2482705116271973 (2.4118998765945436) | > loss_disc_real_0: 0.17877592146396637 (0.1463701084256172) | > loss_disc_real_1: 0.248851016163826 (0.2584098160266876) | > loss_disc_real_2: 0.22110627591609955 (0.24665124714374542) | > loss_disc_real_3: 0.20455628633499146 (0.24636350125074385) | > loss_disc_real_4: 0.2704598903656006 (0.2813687637448311) | > loss_disc_real_5: 0.18517494201660156 (0.20719981640577317) | > loss_0: 2.2482705116271973 (2.4118998765945436) | > loss_gen: 2.683591365814209 (2.5743562459945677) | > loss_kl: 2.725031614303589 (3.1207279205322265) | > loss_feat: 5.656473159790039 (6.644324684143067) | > loss_mel: 16.868669509887695 (17.726891422271727) | > loss_duration: 2.3357834815979004 (2.337371277809143) | > loss_1: 30.269550323486328 (32.40367164611816)  --> STEP: 11 | > loss_disc: 2.589315414428711 (2.428028561852195) | > loss_disc_real_0: 0.16264323890209198 (0.14784948392347855) | > loss_disc_real_1: 0.27065396308898926 (0.2595229203050787) | > loss_disc_real_2: 0.23877058923244476 (0.24593482369726355) | > loss_disc_real_3: 0.2808931767940521 (0.24950256266377188) | > loss_disc_real_4: 0.2759387195110321 (0.28087512335994025) | > loss_disc_real_5: 0.21996881067752838 (0.20836063406684183) | > loss_0: 2.589315414428711 (2.428028561852195) | > loss_gen: 2.1833744049072266 (2.538812442259355) | > loss_kl: 3.3255386352539062 (3.1393470764160156) | > loss_feat: 6.016343593597412 (6.587235494093462) | > loss_mel: 13.368528366088867 (17.33067659898238) | > loss_duration: 2.526747941970825 (2.354587338187478) | > loss_1: 27.420534133911133 (31.950659145008434)  --> STEP: 12 | > loss_disc: 2.3717095851898193 (2.4233353137969966) | > loss_disc_real_0: 0.08758682012557983 (0.14282759527365366) | > loss_disc_real_1: 0.2716467082500458 (0.26053323596715927) | > loss_disc_real_2: 0.23410172760486603 (0.2449487323562304) | > loss_disc_real_3: 0.2767963409423828 (0.2517770441869895) | > loss_disc_real_4: 0.27012747526168823 (0.27997948601841927) | > loss_disc_real_5: 0.1918024867773056 (0.20698078845938048) | > loss_0: 2.3717095851898193 (2.4233353137969966) | > loss_gen: 2.4470412731170654 (2.531164844830831) | > loss_kl: 3.447502851486206 (3.1650267243385315) | > loss_feat: 5.188562393188477 (6.470679402351379) | > loss_mel: 16.20155143737793 (17.23658283551534) | > loss_duration: 2.2772464752197266 (2.348142266273499) | > loss_1: 29.56190299987793 (31.751596132914226)  --> STEP: 13 | > loss_disc: 2.3928890228271484 (2.4209932914147005) | > loss_disc_real_0: 0.19125671684741974 (0.14655291231778952) | > loss_disc_real_1: 0.3237490653991699 (0.26539599207731396) | > loss_disc_real_2: 0.26260045170783997 (0.24630655692173883) | > loss_disc_real_3: 0.24149639904499054 (0.2509862253299126) | > loss_disc_real_4: 0.2844260632991791 (0.28032153042463154) | > loss_disc_real_5: 0.18081898987293243 (0.2049683424142691) | > loss_0: 2.3928890228271484 (2.4209932914147005) | > loss_gen: 2.642744779586792 (2.5397479167351356) | > loss_kl: 3.374117374420166 (3.1811106204986572) | > loss_feat: 6.536782741546631 (6.475764274597168) | > loss_mel: 17.805213928222656 (17.280323688800518) | > loss_duration: 2.2263805866241455 (2.338775983223549) | > loss_1: 32.58523941040039 (31.8157225388747)  --> STEP: 14 | > loss_disc: 2.4666190147399902 (2.4242522716522212) | > loss_disc_real_0: 0.15926781296730042 (0.1474611195070403) | > loss_disc_real_1: 0.22090695798397064 (0.26221820392778944) | > loss_disc_real_2: 0.1620047241449356 (0.24028499743768147) | > loss_disc_real_3: 0.2307044416666031 (0.24953752649681907) | > loss_disc_real_4: 0.31934213638305664 (0.283108716564519) | > loss_disc_real_5: 0.23710280656814575 (0.20726366128240312) | > loss_0: 2.4666190147399902 (2.4242522716522212) | > loss_gen: 2.386378526687622 (2.5287929603031705) | > loss_kl: 3.9833147525787354 (3.238410915647234) | > loss_feat: 6.148242950439453 (6.452369894300189) | > loss_mel: 19.244638442993164 (17.420631885528564) | > loss_duration: 2.4529147148132324 (2.3469287497656692) | > loss_1: 34.21548843383789 (31.987134388514928)  --> STEP: 15 | > loss_disc: 2.6704061031341553 (2.44066252708435) | > loss_disc_real_0: 0.2823787033557892 (0.1564556250969569) | > loss_disc_real_1: 0.2507706880569458 (0.26145503620306654) | > loss_disc_real_2: 0.23603902757167816 (0.2400019327799479) | > loss_disc_real_3: 0.22279545664787292 (0.24775472184022265) | > loss_disc_real_4: 0.2989331781864166 (0.2841636806726456) | > loss_disc_real_5: 0.18847642838954926 (0.2060111790895462) | > loss_0: 2.6704061031341553 (2.44066252708435) | > loss_gen: 2.5058319568634033 (2.527262226740519) | > loss_kl: 3.5933289527893066 (3.2620721181233723) | > loss_feat: 8.233778953552246 (6.571130498250326) | > loss_mel: 16.880760192871094 (17.3846404393514) | > loss_duration: 2.384549140930176 (2.349436775843303) | > loss_1: 33.59825134277344 (32.09454218546549)  --> STEP: 16 | > loss_disc: 2.717803955078125 (2.457983866333961) | > loss_disc_real_0: 0.3203686773777008 (0.16670019086450338) | > loss_disc_real_1: 0.2507209777832031 (0.26078415755182505) | > loss_disc_real_2: 0.2302854061126709 (0.2393946498632431) | > loss_disc_real_3: 0.3190208077430725 (0.2522088522091508) | > loss_disc_real_4: 0.3073326349258423 (0.28561174031347036) | > loss_disc_real_5: 0.24469926953315735 (0.2084291847422719) | > loss_0: 2.717803955078125 (2.457983866333961) | > loss_gen: 2.4959049224853516 (2.5253023952245712) | > loss_kl: 2.315056800842285 (3.2028836607933044) | > loss_feat: 5.9327192306518555 (6.531229794025421) | > loss_mel: 15.615433692932129 (17.274065017700195) | > loss_duration: 2.3939712047576904 (2.352220177650452) | > loss_1: 28.753084182739258 (31.8857010602951)  --> STEP: 17 | > loss_disc: 2.5443480014801025 (2.463064109577852) | > loss_disc_real_0: 0.17207002639770508 (0.167016063542927) | > loss_disc_real_1: 0.2534785568714142 (0.2603544163353303) | > loss_disc_real_2: 0.2758159637451172 (0.24153708009158864) | > loss_disc_real_3: 0.24931864440441132 (0.2520388399853426) | > loss_disc_real_4: 0.30868691205978394 (0.28696910335737114) | > loss_disc_real_5: 0.2901509702205658 (0.21323634859393625) | > loss_0: 2.5443480014801025 (2.463064109577852) | > loss_gen: 2.5379018783569336 (2.526043541291181) | > loss_kl: 2.6708080768585205 (3.171585097032435) | > loss_feat: 4.000983238220215 (6.3823917613309975) | > loss_mel: 17.192724227905273 (17.269280265359317) | > loss_duration: 2.4617207050323486 (2.3586613851435048) | > loss_1: 28.864137649536133 (31.707962036132812)  --> STEP: 18 | > loss_disc: 2.7388105392456055 (2.4783833556705046) | > loss_disc_real_0: 0.1314680576324463 (0.16504117432567808) | > loss_disc_real_1: 0.3212181031703949 (0.26373573227061164) | > loss_disc_real_2: 0.20695757865905762 (0.23961599667867026) | > loss_disc_real_3: 0.23693586885929108 (0.25119978603389526) | > loss_disc_real_4: 0.31559517979621887 (0.2885594409373071) | > loss_disc_real_5: 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(3.0812219255848934) | > loss_feat: 6.204667091369629 (6.517630978634483) | > loss_mel: 16.22479820251465 (17.4180639166581) | > loss_duration: 2.3420820236206055 (2.3524641488727775) | > loss_1: 29.309429168701172 (31.879925577264082)  --> STEP: 20 | > loss_disc: 2.4248318672180176 (2.4866604924201967) | > loss_disc_real_0: 0.11458717286586761 (0.16628882810473442) | > loss_disc_real_1: 0.290398508310318 (0.26733129695057867) | > loss_disc_real_2: 0.29357314109802246 (0.24709831476211547) | > loss_disc_real_3: 0.2655409276485443 (0.25256977006793024) | > loss_disc_real_4: 0.2657703757286072 (0.2872853375971317) | > loss_disc_real_5: 0.22931399941444397 (0.2174834944307804) | > loss_0: 2.4248318672180176 (2.4866604924201967) | > loss_gen: 2.612999200820923 (2.5156675457954405) | > loss_kl: 2.3523507118225098 (3.044778364896774) | > loss_feat: 8.507731437683105 (6.617136001586914) | > loss_mel: 18.624326705932617 (17.478377056121825) | > loss_duration: 2.3050851821899414 (2.3500952005386355) | > loss_1: 34.40249252319336 (32.00605392456055)  --> STEP: 21 | > loss_disc: 2.4095287322998047 (2.4829875514620827) | > loss_disc_real_0: 0.12554147839546204 (0.16434847811857858) | > loss_disc_real_1: 0.23261931538581848 (0.26567834544749486) | > loss_disc_real_2: 0.2925536036491394 (0.24926285232816422) | > loss_disc_real_3: 0.240059494972229 (0.25197404268242063) | > loss_disc_real_4: 0.32691705226898193 (0.28917256210531506) | > loss_disc_real_5: 0.21350133419036865 (0.21729386775266557) | > loss_0: 2.4095287322998047 (2.4829875514620827) | > loss_gen: 2.431015968322754 (2.5116365182967413) | > loss_kl: 2.203162431716919 (3.0047014156977334) | > loss_feat: 5.2412333488464355 (6.551616827646892) | > loss_mel: 15.946977615356445 (17.405453273228236) | > loss_duration: 2.20855712890625 (2.343355292365665) | > loss_1: 28.03094482421875 (31.816763015020463)  --> STEP: 22 | > loss_disc: 2.7970528602600098 (2.4972632473165337) | > loss_disc_real_0: 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(0.21320222690701485) | > loss_0: 2.3560521602630615 (2.4947173198064165) | > loss_gen: 2.6631126403808594 (2.490868349870046) | > loss_kl: 2.5188510417938232 (2.9216266125440598) | > loss_feat: 7.333217144012451 (6.637652635574341) | > loss_mel: 17.472455978393555 (17.426923910776775) | > loss_duration: 2.430068254470825 (2.3374204933643346) | > loss_1: 32.41770553588867 (31.814491748809814)  --> STEP: 25 | > loss_disc: 2.5916457176208496 (2.498594455718994) | > loss_disc_real_0: 0.23068255186080933 (0.1707400918006897) | > loss_disc_real_1: 0.2202608287334442 (0.2675908452272415) | > loss_disc_real_2: 0.24347257614135742 (0.25015713334083556) | > loss_disc_real_3: 0.2610648572444916 (0.2533731788396835) | > loss_disc_real_4: 0.2575978636741638 (0.2840676778554916) | > loss_disc_real_5: 0.22575408220291138 (0.21370430111885072) | > loss_0: 2.5916457176208496 (2.498594455718994) | > loss_gen: 2.3697335720062256 (2.486022958755493) | > loss_kl: 2.714754581451416 (2.913351731300354) | > loss_feat: 7.088236331939697 (6.655675983428955) | > loss_mel: 16.122106552124023 (17.374731216430664) | > loss_duration: 2.3668265342712402 (2.338596735000611) | > loss_1: 30.661659240722656 (31.768378448486327)  --> STEP: 26 | > loss_disc: 2.6078245639801025 (2.502795613729037) | > loss_disc_real_0: 0.22802025079727173 (0.17294317483901978) | > loss_disc_real_1: 0.16640499234199524 (0.26369908165473205) | > loss_disc_real_2: 0.07669039070606232 (0.24348533554719046) | > loss_disc_real_3: 0.20892128348350525 (0.2516634905567536) | > loss_disc_real_4: 0.24232390522956848 (0.2824621481391099) | > loss_disc_real_5: 0.23023982346057892 (0.2143402827473787) | > loss_0: 2.6078245639801025 (2.502795613729037) | > loss_gen: 2.0024242401123047 (2.4674230080384474) | > loss_kl: 2.3619446754455566 (2.8921437676136312) | > loss_feat: 12.782158851623535 (6.891309939897978) | > loss_mel: 18.458179473876953 (17.41640230325552) | > loss_duration: 2.3011507987976074 (2.337156506685111) | > loss_1: 37.90585708618164 (32.004435319166916) --> EVAL PERFORMANCE | > avg_loader_time: 0.002346148857703576 (-0.00012478461632361776) | > avg_loss_disc: 2.502795613729037 (+0.06649386882781982) | > avg_loss_disc_real_0: 0.17294317483901978 (+0.07863936558938943) | > avg_loss_disc_real_1: 0.26369908165473205 (+0.09044718685058448) | > avg_loss_disc_real_2: 0.24348533554719046 (+0.02446612773033291) | > avg_loss_disc_real_3: 0.2516634905567536 (+0.008422223421243574) | > avg_loss_disc_real_4: 0.2824621481391099 (+0.0363981947302818) | > avg_loss_disc_real_5: 0.2143402827473787 (-0.04581949000175184) | > avg_loss_0: 2.502795613729037 (+0.06649386882781982) | > avg_loss_gen: 2.4674230080384474 (+0.24453240633010864) | > avg_loss_kl: 2.8921437676136312 (-0.06655134146030095) | > avg_loss_feat: 6.891309939897978 (+0.10308151978712843) | > avg_loss_mel: 17.41640230325552 (-0.2380330012394829) | > avg_loss_duration: 2.337156506685111 (-0.008924942750196507) | > avg_loss_1: 32.004435319166916 (+0.03410405379075243)  > EPOCH: 628/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:54:17)   --> TIME: 2024-06-11 18:54:21 -- STEP: 9/330 -- GLOBAL_STEP: 295250 | > loss_disc: 2.4380338191986084 (2.358622365527683) | > loss_disc_real_0: 0.10945935547351837 (0.10367937551604377) | > loss_disc_real_1: 0.19548173248767853 (0.19135663244459364) | > loss_disc_real_2: 0.22208626568317413 (0.21442899935775334) | > loss_disc_real_3: 0.26127567887306213 (0.2301001316971249) | > loss_disc_real_4: 0.23185530304908752 (0.23786313831806183) | > loss_disc_real_5: 0.26087719202041626 (0.22415493925412497) | > loss_0: 2.4380338191986084 (2.358622365527683) | > grad_norm_0: tensor(5.2128, device='cuda:0') (tensor(5.3223, device='cuda:0')) | > loss_gen: 2.45351505279541 (2.4058343834347196) | > loss_kl: 2.1757936477661133 (1.9891944858762953) | > loss_feat: 6.797173500061035 (6.690456125471327) | > loss_mel: 18.197734832763672 (17.804920832316082) | > loss_duration: 2.0582380294799805 (2.122228913837009) | > loss_1: 31.682456970214844 (31.012634701199) | > grad_norm_1: tensor(65.1131, device='cuda:0') (tensor(68.0604, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.3631 (0.37387410799662274) | > loader_time: 0.003 (0.0034736262427435983)  --> TIME: 2024-06-11 18:54:31 -- STEP: 34/330 -- GLOBAL_STEP: 295275 | > loss_disc: 2.4070324897766113 (2.3658533937790813) | > loss_disc_real_0: 0.12837888300418854 (0.10590032707242404) | > loss_disc_real_1: 0.1905505359172821 (0.19874396131319158) | > loss_disc_real_2: 0.2377283126115799 (0.2107608164934551) | > loss_disc_real_3: 0.2527087330818176 (0.22837473189129548) | > loss_disc_real_4: 0.23479457199573517 (0.23025807300034692) | > loss_disc_real_5: 0.24751925468444824 (0.22217323061297922) | > loss_0: 2.4070324897766113 (2.3658533937790813) | > grad_norm_0: tensor(6.0294, device='cuda:0') (tensor(7.7874, device='cuda:0')) | > loss_gen: 2.5757827758789062 (2.4653864818460796) | > loss_kl: 1.999476671218872 (1.976957478943993) | > loss_feat: 7.3328752517700195 (6.847040919696584) | > loss_mel: 18.12633514404297 (17.611655684078443) | > loss_duration: 2.022123336791992 (2.026451016173643) | > loss_1: 32.05659484863281 (30.927491749034207) | > grad_norm_1: tensor(117.8190, device='cuda:0') (tensor(90.6498, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.3641 (0.3676132454591639) | > loader_time: 0.0039 (0.003500868292415843)  --> TIME: 2024-06-11 18:54:40 -- STEP: 59/330 -- GLOBAL_STEP: 295300 | > loss_disc: 2.3859987258911133 (2.3673145407337253) | > loss_disc_real_0: 0.09158134460449219 (0.10771409478985657) | > loss_disc_real_1: 0.18326649069786072 (0.1977754015538652) | > loss_disc_real_2: 0.23887556791305542 (0.21292530631614945) | > loss_disc_real_3: 0.2295500636100769 (0.23060063739954414) | > loss_disc_real_4: 0.24598026275634766 (0.23063032127032845) | > loss_disc_real_5: 0.25147688388824463 (0.2249155880536063) | > loss_0: 2.3859987258911133 (2.3673145407337253) | > grad_norm_0: tensor(4.8854, device='cuda:0') (tensor(8.5216, device='cuda:0')) | > loss_gen: 2.5774898529052734 (2.4604879516666225) | > loss_kl: 1.9703770875930786 (1.966292021638256) | > loss_feat: 6.959568500518799 (6.87038825730146) | > loss_mel: 16.299394607543945 (17.583207081940206) | > loss_duration: 1.9480578899383545 (2.0051803407022515) | > loss_1: 29.754886627197266 (30.885555784581072) | > grad_norm_1: tensor(80.7195, device='cuda:0') (tensor(94.1421, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.3804 (0.3707424179982331) | > loader_time: 0.0034 (0.0036056849916102523)  --> TIME: 2024-06-11 18:54:50 -- STEP: 84/330 -- GLOBAL_STEP: 295325 | > loss_disc: 2.311434030532837 (2.36173251980827) | > loss_disc_real_0: 0.12553511559963226 (0.10873495587813002) | > loss_disc_real_1: 0.17609424889087677 (0.19770649270642376) | > loss_disc_real_2: 0.19960318505764008 (0.2125551269522735) | > loss_disc_real_3: 0.23733395338058472 (0.22946850973225774) | > loss_disc_real_4: 0.2395491898059845 (0.22933467530778476) | > loss_disc_real_5: 0.23310573399066925 (0.22316226895366395) | > loss_0: 2.311434030532837 (2.36173251980827) | > grad_norm_0: tensor(14.7614, device='cuda:0') (tensor(9.1870, device='cuda:0')) | > loss_gen: 2.6732189655303955 (2.4705934212321328) | > loss_kl: 1.9905076026916504 (1.9684297399861472) | > loss_feat: 7.053353309631348 (6.97062881787618) | > loss_mel: 17.847492218017578 (17.54952069691249) | > loss_duration: 2.061250686645508 (1.9995255115486334) | > loss_1: 31.625823974609375 (30.958698227292015) | > grad_norm_1: tensor(187.5838, device='cuda:0') (tensor(96.9766, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.37 (0.3752857361521039) | > loader_time: 0.0035 (0.0036249558130900064)  --> TIME: 2024-06-11 18:55:00 -- STEP: 109/330 -- GLOBAL_STEP: 295350 | > loss_disc: 2.3052451610565186 (2.361768967514738) | > loss_disc_real_0: 0.11252334713935852 (0.10992585925744214) | > loss_disc_real_1: 0.18701975047588348 (0.19710386359910356) | > loss_disc_real_2: 0.21096821129322052 (0.21109249162564583) | > loss_disc_real_3: 0.21968814730644226 (0.229747143223745) | > loss_disc_real_4: 0.24107234179973602 (0.23126235699981723) | > loss_disc_real_5: 0.21954798698425293 (0.22352594150862562) | > loss_0: 2.3052451610565186 (2.361768967514738) | > grad_norm_0: tensor(4.9801, device='cuda:0') (tensor(9.3309, device='cuda:0')) | > loss_gen: 2.563631534576416 (2.467239053971177) | > loss_kl: 1.9739168882369995 (1.968794795351291) | > loss_feat: 6.909735679626465 (6.942482169615019) | > loss_mel: 17.712862014770508 (17.521041940111623) | > loss_duration: 1.933713436126709 (2.0007307748182113) | > loss_1: 31.093860626220703 (30.900288818079396) | > grad_norm_1: tensor(73.8891, device='cuda:0') (tensor(106.0596, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.3747 (0.3759163300925439) | > loader_time: 0.0036 (0.003701183774055691)  --> TIME: 2024-06-11 18:55:09 -- STEP: 134/330 -- GLOBAL_STEP: 295375 | > loss_disc: 2.473515033721924 (2.367304874889886) | > loss_disc_real_0: 0.10732701420783997 (0.11234610875262253) | > loss_disc_real_1: 0.22322924435138702 (0.19883925078520137) | > loss_disc_real_2: 0.21849341690540314 (0.2116775845191372) | > loss_disc_real_3: 0.20549830794334412 (0.22992881254028918) | > loss_disc_real_4: 0.23148302733898163 (0.23147757996374102) | > loss_disc_real_5: 0.1980932503938675 (0.2234719325579814) | > loss_0: 2.473515033721924 (2.367304874889886) | > grad_norm_0: tensor(12.2648, device='cuda:0') (tensor(9.2698, device='cuda:0')) | > loss_gen: 2.353353261947632 (2.464460890684555) | > loss_kl: 2.0548346042633057 (1.9749001798345083) | > loss_feat: 6.4966816902160645 (6.94406795501709) | > loss_mel: 16.81437873840332 (17.54531345082752) | > loss_duration: 2.0208191871643066 (2.005002275331697) | > loss_1: 29.740066528320312 (30.933744843326398) | > grad_norm_1: tensor(128.5389, device='cuda:0') (tensor(106.0219, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.3852 (0.376099636305624) | > loader_time: 0.0046 (0.0038288564824346285)  --> TIME: 2024-06-11 18:55:19 -- STEP: 159/330 -- GLOBAL_STEP: 295400 | > loss_disc: 2.432788372039795 (2.3699403468917755) | > loss_disc_real_0: 0.1775771528482437 (0.11422558829375783) | > loss_disc_real_1: 0.1973946988582611 (0.19893717540884923) | > loss_disc_real_2: 0.2210281640291214 (0.21209569528417763) | > loss_disc_real_3: 0.24550342559814453 (0.22960729728329857) | > loss_disc_real_4: 0.21940141916275024 (0.23089168309790534) | > loss_disc_real_5: 0.1972702443599701 (0.22343070776957386) | > loss_0: 2.432788372039795 (2.3699403468917755) | > grad_norm_0: tensor(40.3172, device='cuda:0') (tensor(10.0346, device='cuda:0')) | > loss_gen: 2.411515712738037 (2.461876711755429) | > loss_kl: 2.126955032348633 (1.9849464361022853) | > loss_feat: 6.378749847412109 (6.948195622402167) | > loss_mel: 16.645671844482422 (17.53424962361653) | > loss_duration: 2.027400493621826 (2.008691953413143) | > loss_1: 29.590293884277344 (30.93796043875832) | > grad_norm_1: tensor(422.4869, device='cuda:0') (tensor(116.2485, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.394 (0.377869651002704) | > loader_time: 0.0042 (0.003928616361797981)  --> TIME: 2024-06-11 18:55:29 -- STEP: 184/330 -- GLOBAL_STEP: 295425 | > loss_disc: 2.524580955505371 (2.3681040509887366) | > loss_disc_real_0: 0.1563282310962677 (0.11504577997181079) | > loss_disc_real_1: 0.20664341747760773 (0.19889128483507948) | > loss_disc_real_2: 0.2568524479866028 (0.21233020463715424) | > loss_disc_real_3: 0.24073022603988647 (0.22918382019776365) | > loss_disc_real_4: 0.2282797396183014 (0.2303331459507994) | > loss_disc_real_5: 0.24347613751888275 (0.22322142391425112) | > loss_0: 2.524580955505371 (2.3681040509887366) | > grad_norm_0: tensor(30.4072, device='cuda:0') (tensor(12.0259, device='cuda:0')) | > loss_gen: 2.3697869777679443 (2.4661881068478455) | > loss_kl: 1.908892273902893 (1.9884124806393748) | > loss_feat: 5.965764999389648 (6.952010916626972) | > loss_mel: 16.874483108520508 (17.51789194604626) | > loss_duration: 2.0477054119110107 (2.015365399096324) | > loss_1: 29.1666316986084 (30.939868895903878) | > grad_norm_1: tensor(94.5383, device='cuda:0') (tensor(140.3425, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.4078 (0.3801869477914727) | > loader_time: 0.0044 (0.004037942575371781)  --> TIME: 2024-06-11 18:55:40 -- STEP: 209/330 -- GLOBAL_STEP: 295450 | > loss_disc: 2.3541789054870605 (2.370623289683218) | > loss_disc_real_0: 0.08272679895162582 (0.11505946165850858) | > loss_disc_real_1: 0.22902946174144745 (0.19922253938668086) | > loss_disc_real_2: 0.22118505835533142 (0.21275560600620705) | > loss_disc_real_3: 0.24148498475551605 (0.22976693432582052) | > loss_disc_real_4: 0.27130192518234253 (0.2311389628066971) | > loss_disc_real_5: 0.27026674151420593 (0.22358520036679136) | > loss_0: 2.3541789054870605 (2.370623289683218) | > grad_norm_0: tensor(12.0599, device='cuda:0') (tensor(14.6253, device='cuda:0')) | > loss_gen: 2.574465751647949 (2.4766680669556393) | > loss_kl: 2.1311118602752686 (1.9988693597784453) | > loss_feat: 7.138119220733643 (6.975513551794171) | > loss_mel: 16.526914596557617 (17.499450820484803) | > loss_duration: 2.1028642654418945 (2.023457134169257) | > loss_1: 30.47347640991211 (30.97395896911621) | > grad_norm_1: tensor(341.3875, device='cuda:0') (tensor(164.0155, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.4158 (0.38280099316647176) | > loader_time: 0.0049 (0.004145924554487161)  --> TIME: 2024-06-11 18:55:50 -- STEP: 234/330 -- GLOBAL_STEP: 295475 | > loss_disc: 2.482870578765869 (2.3734938405517836) | > loss_disc_real_0: 0.13797172904014587 (0.11788196274294303) | > loss_disc_real_1: 0.25951623916625977 (0.1996224340465334) | > loss_disc_real_2: 0.23150411248207092 (0.21278165605587834) | > loss_disc_real_3: 0.22612318396568298 (0.23003796628143033) | > loss_disc_real_4: 0.2479088306427002 (0.23079547744530898) | > loss_disc_real_5: 0.22506868839263916 (0.222728178732925) | > loss_0: 2.482870578765869 (2.3734938405517836) | > grad_norm_0: tensor(53.3199, device='cuda:0') (tensor(18.5725, device='cuda:0')) | > loss_gen: 2.2530934810638428 (2.4796102087721867) | > loss_kl: 2.0026016235351562 (2.003018503515129) | > loss_feat: 6.564535140991211 (6.978542615205813) | > loss_mel: 16.518238067626953 (17.470298954564285) | > loss_duration: 2.085099935531616 (2.031956883067762) | > loss_1: 29.423568725585938 (30.963427193144447) | > grad_norm_1: tensor(484.0846, device='cuda:0') (tensor(189.5837, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.4354 (0.3857644612972553) | > loader_time: 0.006 (0.004249399543827414)  --> TIME: 2024-06-11 18:56:01 -- STEP: 259/330 -- GLOBAL_STEP: 295500 | > loss_disc: 2.3599307537078857 (2.374216019877135) | > loss_disc_real_0: 0.11403504759073257 (0.11831672292591063) | > loss_disc_real_1: 0.15985848009586334 (0.19957617379753748) | > loss_disc_real_2: 0.18150144815444946 (0.21291789786465837) | > loss_disc_real_3: 0.2208748310804367 (0.22975710782305153) | > loss_disc_real_4: 0.20866109430789948 (0.2302525466933674) | > loss_disc_real_5: 0.2109607458114624 (0.22262945627383743) | > loss_0: 2.3599307537078857 (2.374216019877135) | > grad_norm_0: tensor(29.9804, device='cuda:0') (tensor(19.6796, device='cuda:0')) | > loss_gen: 2.3393962383270264 (2.476855606646151) | > loss_kl: 1.9724119901657104 (2.0096891340601855) | > loss_feat: 7.524288654327393 (6.9835878652035035) | > loss_mel: 17.800979614257812 (17.434910512799004) | > loss_duration: 2.13205885887146 (2.0401210807925514) | > loss_1: 31.769134521484375 (30.94516420548487) | > grad_norm_1: tensor(349.2656, device='cuda:0') (tensor(205.0920, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.4263 (0.38941651145463746) | > loader_time: 0.0059 (0.004368524293641785) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_295500.pth  --> TIME: 2024-06-11 18:56:17 -- STEP: 284/330 -- GLOBAL_STEP: 295525 | > loss_disc: 2.363015651702881 (2.375437216859468) | > loss_disc_real_0: 0.11032836139202118 (0.11871828035202245) | > loss_disc_real_1: 0.24886150658130646 (0.20025256942485425) | > loss_disc_real_2: 0.2608913481235504 (0.21306324361915316) | > loss_disc_real_3: 0.2220047414302826 (0.22941056019823317) | > loss_disc_real_4: 0.24878938496112823 (0.23062813171828297) | > loss_disc_real_5: 0.21583637595176697 (0.2227469323806359) | > loss_0: 2.363015651702881 (2.375437216859468) | > grad_norm_0: tensor(25.4599, device='cuda:0') (tensor(20.2264, device='cuda:0')) | > loss_gen: 2.5233044624328613 (2.4728378502415933) | > loss_kl: 2.026146411895752 (2.0114142663881807) | > loss_feat: 7.5261735916137695 (6.980607165417201) | > loss_mel: 16.817026138305664 (17.373832057899158) | > loss_duration: 2.1595115661621094 (2.0496304005804222) | > loss_1: 31.052162170410156 (30.88832174220555) | > grad_norm_1: tensor(293.4928, device='cuda:0') (tensor(215.1320, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.4584 (0.3947788787559724) | > loader_time: 0.0066 (0.004526506847059222)  --> TIME: 2024-06-11 18:56:29 -- STEP: 309/330 -- GLOBAL_STEP: 295550 | > loss_disc: 2.3951776027679443 (2.3780513835956363) | > loss_disc_real_0: 0.10880041122436523 (0.11949954949873937) | > loss_disc_real_1: 0.20573006570339203 (0.20053135147951187) | > loss_disc_real_2: 0.201630637049675 (0.21305785774220154) | > loss_disc_real_3: 0.2326095700263977 (0.22983955608795376) | > loss_disc_real_4: 0.2171056568622589 (0.23133842203416485) | > loss_disc_real_5: 0.2258271872997284 (0.22331725692671855) | > loss_0: 2.3951776027679443 (2.3780513835956363) | > grad_norm_0: tensor(18.9126, device='cuda:0') (tensor(20.8099, device='cuda:0')) | > loss_gen: 2.3199658393859863 (2.469333293754305) | > loss_kl: 1.9407011270523071 (2.0146211891112586) | > loss_feat: 6.3270745277404785 (6.978078653897282) | > loss_mel: 16.770421981811523 (17.306379225647564) | > loss_duration: 2.234830379486084 (2.061147256576515) | > loss_1: 29.592992782592773 (30.829559628631692) | > grad_norm_1: tensor(420.8695, device='cuda:0') (tensor(225.2875, device='cuda:0')) | > current_lr_0: 0.00018489950474528114 | > current_lr_1: 0.00018489950474528114 | > step_time: 0.4979 (0.4013934212595128) | > loader_time: 0.0066 (0.004692837644163457)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.252108573913574 (2.252108573913574) | > loss_disc_real_0: 0.08241147547960281 (0.08241147547960281) | > loss_disc_real_1: 0.19791334867477417 (0.19791334867477417) | > loss_disc_real_2: 0.09982701390981674 (0.09982701390981674) | > loss_disc_real_3: 0.23357239365577698 (0.23357239365577698) | > loss_disc_real_4: 0.28475555777549744 (0.28475555777549744) | > loss_disc_real_5: 0.21770119667053223 (0.21770119667053223) | > loss_0: 2.252108573913574 (2.252108573913574) | > loss_gen: 2.3528311252593994 (2.3528311252593994) | > loss_kl: 2.8470802307128906 (2.8470802307128906) | > loss_feat: 6.549078941345215 (6.549078941345215) | > loss_mel: 17.275592803955078 (17.275592803955078) | > loss_duration: 3.0392565727233887 (3.0392565727233887) | > loss_1: 32.063838958740234 (32.063838958740234)  --> STEP: 1 | > loss_disc: 2.4917800426483154 (2.4917800426483154) | > loss_disc_real_0: 0.08005692809820175 (0.08005692809820175) | > loss_disc_real_1: 0.19921837747097015 (0.19921837747097015) | > loss_disc_real_2: 0.19668999314308167 (0.19668999314308167) | > loss_disc_real_3: 0.2760809063911438 (0.2760809063911438) | > loss_disc_real_4: 0.2748897969722748 (0.2748897969722748) | > loss_disc_real_5: 0.2839261293411255 (0.2839261293411255) | > loss_0: 2.4917800426483154 (2.4917800426483154) | > loss_gen: 2.2452034950256348 (2.2452034950256348) | > loss_kl: 2.5009026527404785 (2.5009026527404785) | > loss_feat: 4.855232238769531 (4.855232238769531) | > loss_mel: 15.915395736694336 (15.915395736694336) | > loss_duration: 2.3778886795043945 (2.3778886795043945) | > loss_1: 27.894622802734375 (27.894622802734375)  --> STEP: 2 | > loss_disc: 2.554192066192627 (2.522986054420471) | > loss_disc_real_0: 0.060677725821733475 (0.07036732695996761) | > loss_disc_real_1: 0.2332758903503418 (0.21624713391065598) | > loss_disc_real_2: 0.1909867525100708 (0.19383837282657623) | > loss_disc_real_3: 0.24456602334976196 (0.2603234648704529) | > loss_disc_real_4: 0.28725922107696533 (0.28107450902462006) | > loss_disc_real_5: 0.260127991437912 (0.27202706038951874) | > loss_0: 2.554192066192627 (2.522986054420471) | > loss_gen: 2.034789562225342 (2.1399965286254883) | > loss_kl: 2.8654847145080566 (2.6831936836242676) | > loss_feat: 5.366733551025391 (5.110982894897461) | > loss_mel: 18.821935653686523 (17.36866569519043) | > loss_duration: 2.37166166305542 (2.3747751712799072) | > loss_1: 31.46060562133789 (29.677614212036133)  --> STEP: 3 | > loss_disc: 2.502870798110962 (2.5162809689839682) | > loss_disc_real_0: 0.19915780425071716 (0.11329748605688413) | > loss_disc_real_1: 0.1989777833223343 (0.21049068371454874) | > loss_disc_real_2: 0.24573765695095062 (0.2111381342013677) | > loss_disc_real_3: 0.29015588760375977 (0.2702676057815552) | > loss_disc_real_4: 0.2884727418422699 (0.28354058663050336) | > loss_disc_real_5: 0.2901744842529297 (0.2780762016773224) | > loss_0: 2.502870798110962 (2.5162809689839682) | > loss_gen: 2.5561301708221436 (2.27870774269104) | > loss_kl: 2.4936559200286865 (2.6200144290924072) | > loss_feat: 5.786507606506348 (5.33615779876709) | > loss_mel: 14.693209648132324 (16.476847012837727) | > loss_duration: 2.350860118865967 (2.3668034871419272) | > loss_1: 27.88036346435547 (29.07853062947591)  --> STEP: 4 | > loss_disc: 2.4368979930877686 (2.496435225009918) | > loss_disc_real_0: 0.0936846062541008 (0.1083942661061883) | > loss_disc_real_1: 0.2533027231693268 (0.22119369357824326) | > loss_disc_real_2: 0.23418095707893372 (0.2168988399207592) | > loss_disc_real_3: 0.2745717763900757 (0.2713436484336853) | > loss_disc_real_4: 0.3080732226371765 (0.28967374563217163) | > loss_disc_real_5: 0.3230137825012207 (0.28931059688329697) | > loss_0: 2.4368979930877686 (2.496435225009918) | > loss_gen: 2.506617784500122 (2.3356852531433105) | > loss_kl: 4.149291038513184 (3.0023335814476013) | > loss_feat: 4.77785587310791 (5.196582317352295) | > loss_mel: 19.308746337890625 (17.184821844100952) | > loss_duration: 2.3945932388305664 (2.373750925064087) | > loss_1: 33.13710403442383 (30.09317398071289)  --> STEP: 5 | > loss_disc: 2.479682207107544 (2.4930846214294435) | > loss_disc_real_0: 0.1606682538986206 (0.11884906366467476) | > loss_disc_real_1: 0.21235153079032898 (0.2194252610206604) | > loss_disc_real_2: 0.21362227201461792 (0.21624352633953095) | > loss_disc_real_3: 0.26331502199172974 (0.2697379231452942) | > loss_disc_real_4: 0.2696612775325775 (0.2856712520122528) | > loss_disc_real_5: 0.2579808831214905 (0.28304465413093566) | > loss_0: 2.479682207107544 (2.4930846214294435) | > loss_gen: 2.337090492248535 (2.3359663009643556) | > loss_kl: 2.9495201110839844 (2.991770887374878) | > loss_feat: 4.815232276916504 (5.120312309265136) | > loss_mel: 19.022884368896484 (17.552434349060057) | > loss_duration: 2.397916316986084 (2.3785840034484864) | > loss_1: 31.522642135620117 (30.379067611694335)  --> STEP: 6 | > loss_disc: 2.569429636001587 (2.5058087905248008) | > loss_disc_real_0: 0.151149183511734 (0.12423241697251797) | > loss_disc_real_1: 0.1710958033800125 (0.21137035141388574) | > loss_disc_real_2: 0.21203191578388214 (0.21554159124692282) | > loss_disc_real_3: 0.2676324248313904 (0.26938700675964355) | > loss_disc_real_4: 0.29501041769981384 (0.2872277796268463) | > loss_disc_real_5: 0.3219752907752991 (0.2895330935716629) | > loss_0: 2.569429636001587 (2.5058087905248008) | > loss_gen: 2.251127243041992 (2.321826457977295) | > loss_kl: 2.53623366355896 (2.9158480167388916) | > loss_feat: 4.467783451080322 (5.011557499567668) | > loss_mel: 17.79648208618164 (17.593108971913654) | > loss_duration: 2.166595458984375 (2.3432525793711343) | > loss_1: 29.21822166442871 (30.185593287150066)  --> STEP: 7 | > loss_disc: 2.2623298168182373 (2.4710260799952914) | > loss_disc_real_0: 0.05627430975437164 (0.11452411594135421) | > loss_disc_real_1: 0.19647639989852905 (0.2092426440545491) | > loss_disc_real_2: 0.23121662437915802 (0.21778088169438498) | > loss_disc_real_3: 0.301463782787323 (0.27396940333502634) | > loss_disc_real_4: 0.2731286883354187 (0.28521362372807096) | > loss_disc_real_5: 0.2998276352882385 (0.29100374238831656) | > loss_0: 2.2623298168182373 (2.4710260799952914) | > loss_gen: 2.8474934101104736 (2.3969217368534634) | > loss_kl: 4.293656826019287 (3.112677846636091) | > loss_feat: 7.154269695281982 (5.31765924181257) | > loss_mel: 18.107013702392578 (17.666523933410645) | > loss_duration: 2.5114705562591553 (2.367283718926566) | > loss_1: 34.913902282714844 (30.861066000802175)  --> STEP: 8 | > loss_disc: 2.184523105621338 (2.4352132081985474) | > loss_disc_real_0: 0.08681045472621918 (0.11105990828946233) | > loss_disc_real_1: 0.15465740859508514 (0.2024194896221161) | > loss_disc_real_2: 0.11856146901845932 (0.20537845510989428) | > loss_disc_real_3: 0.2681601345539093 (0.2732432447373867) | > loss_disc_real_4: 0.22044244408607483 (0.2771172262728214) | > loss_disc_real_5: 0.2290937751531601 (0.283264996483922) | > loss_0: 2.184523105621338 (2.4352132081985474) | > loss_gen: 2.4876151084899902 (2.408258408308029) | > loss_kl: 2.9233059883117676 (3.0890063643455505) | > loss_feat: 12.90824031829834 (6.266481876373291) | > loss_mel: 20.251365661621094 (17.98962914943695) | > loss_duration: 2.271747350692749 (2.355341672897339) | > loss_1: 40.8422737121582 (32.10871696472168)  --> STEP: 9 | > loss_disc: 2.3718080520629883 (2.428168190850152) | > loss_disc_real_0: 0.10009902715682983 (0.10984203260805872) | > loss_disc_real_1: 0.22329993546009064 (0.2047395391596688) | > loss_disc_real_2: 0.1763874590396881 (0.20215723332431582) | > loss_disc_real_3: 0.2792579233646393 (0.273911542362637) | > loss_disc_real_4: 0.2457447201013565 (0.27363139225376976) | > loss_disc_real_5: 0.22280001640319824 (0.2765466653638416) | > loss_0: 2.3718080520629883 (2.428168190850152) | > loss_gen: 2.39870023727417 (2.407196389304267) | > loss_kl: 2.632746696472168 (3.0383108456929526) | > loss_feat: 7.392712593078613 (6.3916186226738825) | > loss_mel: 19.20016098022461 (18.124132686191135) | > loss_duration: 2.1729681491851807 (2.3350779480404324) | > loss_1: 33.79729080200195 (32.296336279975044)  --> STEP: 10 | > loss_disc: 2.2826626300811768 (2.4136176347732543) | > loss_disc_real_0: 0.13935863971710205 (0.11279369331896305) | > loss_disc_real_1: 0.16772449016571045 (0.20103803426027297) | > loss_disc_real_2: 0.1819659024477005 (0.2001381002366543) | > loss_disc_real_3: 0.2292802333831787 (0.2694484114646912) | > loss_disc_real_4: 0.28615811467170715 (0.2748840644955635) | > loss_disc_real_5: 0.24802231788635254 (0.27369423061609266) | > loss_0: 2.2826626300811768 (2.4136176347732543) | > loss_gen: 2.467803955078125 (2.4132571458816527) | > loss_kl: 3.0773916244506836 (3.0422189235687256) | > loss_feat: 6.7722272872924805 (6.429679489135742) | > loss_mel: 17.82708168029785 (18.094427585601807) | > loss_duration: 2.357114791870117 (2.3372816324234007) | > loss_1: 32.501617431640625 (32.3168643951416)  --> STEP: 11 | > loss_disc: 2.3841135501861572 (2.4109354452653364) | > loss_disc_real_0: 0.10931679606437683 (0.1124776117503643) | > loss_disc_real_1: 0.1635103076696396 (0.19762642275203357) | > loss_disc_real_2: 0.19799096882343292 (0.19994290647181598) | > loss_disc_real_3: 0.25714942812919617 (0.26833032207055524) | > loss_disc_real_4: 0.32215622067451477 (0.27918153323910455) | > loss_disc_real_5: 0.2566697895526886 (0.2721465541557832) | > loss_0: 2.3841135501861572 (2.4109354452653364) | > loss_gen: 2.396301746368408 (2.4117157459259033) | > loss_kl: 3.620438814163208 (3.094784368168224) | > loss_feat: 6.846083164215088 (6.46753436868841) | > loss_mel: 18.91990852355957 (18.169471307234332) | > loss_duration: 2.492433547973633 (2.3513863520188765) | > loss_1: 34.27516555786133 (32.494891773570664)  --> STEP: 12 | > loss_disc: 2.3602073192596436 (2.4067081014315286) | > loss_disc_real_0: 0.06329166889190674 (0.10837878317882617) | > loss_disc_real_1: 0.16866961121559143 (0.19521335512399673) | > loss_disc_real_2: 0.1802826225757599 (0.19830454948047796) | > loss_disc_real_3: 0.22433316707611084 (0.2646638924876849) | > loss_disc_real_4: 0.2235829383134842 (0.27454831699530285) | > loss_disc_real_5: 0.13942614197731018 (0.26108651980757713) | > loss_0: 2.3602073192596436 (2.4067081014315286) | > loss_gen: 1.9299942255020142 (2.3715722858905792) | > loss_kl: 3.0415453910827637 (3.0903477867444358) | > loss_feat: 5.158523082733154 (6.358450094858806) | > loss_mel: 15.22980785369873 (17.92449935277303) | > loss_duration: 2.290475368499756 (2.3463104367256165) | > loss_1: 27.650346755981445 (32.09117968877156)  --> STEP: 13 | > loss_disc: 2.4451780319213867 (2.4096673268538256) | > loss_disc_real_0: 0.24221783876419067 (0.11867409514693114) | > loss_disc_real_1: 0.2753411829471588 (0.2013770341873169) | > loss_disc_real_2: 0.27222371101379395 (0.20399063882919458) | > loss_disc_real_3: 0.26272302865982056 (0.26451459527015686) | > loss_disc_real_4: 0.24427683651447296 (0.27221974157370055) | > loss_disc_real_5: 0.2278246432542801 (0.258527913918862) | > loss_0: 2.4451780319213867 (2.4096673268538256) | > loss_gen: 2.6567046642303467 (2.393505545762869) | > loss_kl: 2.78881573677063 (3.0671530136695275) | > loss_feat: 8.229240417480469 (6.502357042752779) | > loss_mel: 17.61867332458496 (17.90097427368164) | > loss_duration: 2.219597816467285 (2.33656331209036) | > loss_1: 33.513031005859375 (32.20055286700909)  --> STEP: 14 | > loss_disc: 2.4495275020599365 (2.4125144822256908) | > loss_disc_real_0: 0.14595942199230194 (0.12062304706445762) | > loss_disc_real_1: 0.16400457918643951 (0.19870757311582565) | > loss_disc_real_2: 0.2114260196685791 (0.2045217374605792) | > loss_disc_real_3: 0.22229674458503723 (0.261499034506934) | > loss_disc_real_4: 0.27982693910598755 (0.27276311282600674) | > loss_disc_real_5: 0.2384953498840332 (0.25709701648780275) | > loss_0: 2.4495275020599365 (2.4125144822256908) | > loss_gen: 2.4313554763793945 (2.396209112235478) | > loss_kl: 3.9571988582611084 (3.1307277168546404) | > loss_feat: 6.686964988708496 (6.515543324606759) | > loss_mel: 17.9920711517334 (17.90748119354248) | > loss_duration: 2.359626531600952 (2.3382106849125455) | > loss_1: 33.427215576171875 (32.28817163194928)  --> STEP: 15 | > loss_disc: 2.3113176822662354 (2.4057680288950603) | > loss_disc_real_0: 0.12095223367214203 (0.12064499283830325) | > loss_disc_real_1: 0.25897127389907837 (0.2027251531680425) | > loss_disc_real_2: 0.2205532044172287 (0.20559050192435582) | > loss_disc_real_3: 0.2562619745731354 (0.2611498971780141) | > loss_disc_real_4: 0.2524621784687042 (0.2714097172021866) | > loss_disc_real_5: 0.18458017706871033 (0.2522625605265299) | > loss_0: 2.3113176822662354 (2.4057680288950603) | > loss_gen: 2.55171275138855 (2.4065760215123495) | > loss_kl: 3.9751386642456055 (3.187021780014038) | > loss_feat: 8.374606132507324 (6.6394808451334635) | > loss_mel: 18.290250778198242 (17.932999165852866) | > loss_duration: 2.3690977096557617 (2.3402698198954264) | > loss_1: 35.56080627441406 (32.50634727478027)  --> STEP: 16 | > loss_disc: 2.2299208641052246 (2.3947775810956955) | > loss_disc_real_0: 0.07563737034797668 (0.11783201643265784) | > loss_disc_real_1: 0.19463860988616943 (0.20221974421292543) | > loss_disc_real_2: 0.2341049462556839 (0.20737265469506383) | > loss_disc_real_3: 0.3608371615409851 (0.2673803512006998) | > loss_disc_real_4: 0.225373774766922 (0.26853247079998255) | > loss_disc_real_5: 0.27860045433044434 (0.25390867888927454) | > loss_0: 2.2299208641052246 (2.3947775810956955) | > loss_gen: 2.7531609535217285 (2.4282375797629356) | > loss_kl: 2.4190847873687744 (3.139025717973709) | > loss_feat: 9.585773468017578 (6.823624134063721) | > loss_mel: 17.37599754333496 (17.898186564445496) | > loss_duration: 2.3905606269836426 (2.34341299533844) | > loss_1: 34.52457809448242 (32.63248670101165)  --> STEP: 17 | > loss_disc: 2.31712007522583 (2.3902094925151154) | > loss_disc_real_0: 0.07688306272029877 (0.11542325444957789) | > loss_disc_real_1: 0.17225642502307892 (0.20045719602528742) | > loss_disc_real_2: 0.20807701349258423 (0.2074140875655062) | > loss_disc_real_3: 0.2579152584075928 (0.2668235810363994) | > loss_disc_real_4: 0.24606959521770477 (0.2672111251774956) | > loss_disc_real_5: 0.3063828945159912 (0.256995397455552) | > loss_0: 2.31712007522583 (2.3902094925151154) | > loss_gen: 2.428605556488037 (2.4282592254526474) | > loss_kl: 2.3073794841766357 (3.090105351279764) | > loss_feat: 8.093647956848145 (6.898331417756922) | > loss_mel: 18.635021209716797 (17.941529778873218) | > loss_duration: 2.4231648445129395 (2.348104280583999) | > loss_1: 33.887821197509766 (32.70632990668801)  --> STEP: 18 | > loss_disc: 2.286186695098877 (2.384430448214213) | > loss_disc_real_0: 0.0623108372092247 (0.11247256460289161) | > loss_disc_real_1: 0.17648491263389587 (0.19912540250354344) | > loss_disc_real_2: 0.1695958375930786 (0.2053130736781491) | > loss_disc_real_3: 0.21678707003593445 (0.26404377486970687) | > loss_disc_real_4: 0.22452996671199799 (0.2648399497071902) | > loss_disc_real_5: 0.2554754316806793 (0.2569109549125035) | > loss_0: 2.286186695098877 (2.384430448214213) | > loss_gen: 2.163675546646118 (2.413560132185618) | > loss_kl: 2.635925531387329 (3.064873139063517) | > loss_feat: 7.618054389953613 (6.938316027323405) | > loss_mel: 18.72105598449707 (17.984836790296768) | > loss_duration: 2.2612104415893555 (2.3432768450842962) | > loss_1: 33.39992141723633 (32.74486276838514)  --> STEP: 19 | > loss_disc: 2.5914759635925293 (2.3953275806025456) | > loss_disc_real_0: 0.1323404312133789 (0.11351824179291725) | > loss_disc_real_1: 0.23618660867214203 (0.20107599230189072) | > loss_disc_real_2: 0.247009739279747 (0.20750763502560163) | > loss_disc_real_3: 0.3407040536403656 (0.2680785263839521) | > loss_disc_real_4: 0.28914088010787964 (0.2661189460440686) | > loss_disc_real_5: 0.26792529225349426 (0.25749065687781875) | > loss_0: 2.5914759635925293 (2.3953275806025456) | > loss_gen: 2.396672487258911 (2.412671308768423) | > loss_kl: 2.227900981903076 (3.020821972897178) | > loss_feat: 7.856125354766846 (6.986621781399376) | > loss_mel: 16.176061630249023 (17.889638097662676) | > loss_duration: 2.3513197898864746 (2.3437001579686214) | > loss_1: 31.008081436157227 (32.65345322458367)  --> STEP: 20 | > loss_disc: 2.3154802322387695 (2.3913352131843566) | > loss_disc_real_0: 0.12718313932418823 (0.1142014866694808) | > loss_disc_real_1: 0.1713230013847351 (0.19958834275603293) | > loss_disc_real_2: 0.30543217062950134 (0.21240386180579662) | > loss_disc_real_3: 0.20744635164737701 (0.26504691764712335) | > loss_disc_real_4: 0.2625150978565216 (0.2659387536346912) | > loss_disc_real_5: 0.30431056022644043 (0.25983165204524983) | > loss_0: 2.3154802322387695 (2.3913352131843566) | > loss_gen: 2.6269960403442383 (2.4233875453472136) | > loss_kl: 2.440490961074829 (2.9918054223060606) | > loss_feat: 6.143313884735107 (6.944456386566162) | > loss_mel: 18.081701278686523 (17.899241256713868) | > loss_duration: 2.3239216804504395 (2.3427112340927123) | > loss_1: 31.616424560546875 (32.60160179138183)  --> STEP: 21 | > loss_disc: 2.387425422668457 (2.3911490326835994) | > loss_disc_real_0: 0.05599549412727356 (0.11142977273889951) | > loss_disc_real_1: 0.19725261628627777 (0.1994771176860446) | > loss_disc_real_2: 0.23121625185012817 (0.21329968990314574) | > loss_disc_real_3: 0.27195268869400024 (0.2653757638874508) | > loss_disc_real_4: 0.31754112243652344 (0.26839600929192137) | > loss_disc_real_5: 0.2734278440475464 (0.2604790897596449) | > loss_0: 2.387425422668457 (2.3911490326835994) | > loss_gen: 2.310868263244629 (2.41802948429471) | > loss_kl: 2.530681848526001 (2.9698471568879627) | > loss_feat: 4.928788661956787 (6.848472209203811) | > loss_mel: 14.753751754760742 (17.749456042335147) | > loss_duration: 2.1659183502197266 (2.334292525336856) | > loss_1: 26.69000816345215 (32.320097332908986)  --> STEP: 22 | > loss_disc: 2.184659004211426 (2.3817631222985005) | > loss_disc_real_0: 0.0840909406542778 (0.11018709855323489) | > loss_disc_real_1: 0.1784009486436844 (0.19851911000230096) | > loss_disc_real_2: 0.24297049641609192 (0.21464836292646147) | > loss_disc_real_3: 0.2481757551431656 (0.2645939453081651) | > loss_disc_real_4: 0.2463529109954834 (0.2673940502784469) | > loss_disc_real_5: 0.21064525842666626 (0.2582139156081458) | > loss_0: 2.184659004211426 (2.3817631222985005) | > loss_gen: 2.7298965454101562 (2.4322052597999573) | > loss_kl: 2.157379627227783 (2.9329168146306817) | > loss_feat: 7.462832450866699 (6.876397674733942) | > loss_mel: 15.61204719543457 (17.652301094748758) | > loss_duration: 2.214209794998169 (2.32883421941237) | > loss_1: 30.176366806030273 (32.22265503623268)  --> STEP: 23 | > loss_disc: 2.456713914871216 (2.3850218524103575) | > loss_disc_real_0: 0.0797862708568573 (0.10886532343600107) | > loss_disc_real_1: 0.17248868942260742 (0.19738735258579254) | > loss_disc_real_2: 0.22267304360866547 (0.2149972620865573) | > loss_disc_real_3: 0.3165593445301056 (0.2668533104917277) | > loss_disc_real_4: 0.3047134578227997 (0.2690166332151579) | > loss_disc_real_5: 0.20352473855018616 (0.25583612530127803) | > loss_0: 2.456713914871216 (2.3850218524103575) | > loss_gen: 2.237372875213623 (2.4237342865570732) | > loss_kl: 2.5671112537384033 (2.91701222502667) | > loss_feat: 7.065100193023682 (6.884602132050888) | > loss_mel: 17.271343231201172 (17.63573770937712) | > loss_duration: 2.254887580871582 (2.3256191481714663) | > loss_1: 31.395816802978516 (32.18670554783032)  --> STEP: 24 | > loss_disc: 2.5235886573791504 (2.390795469284057) | > loss_disc_real_0: 0.16235440969467163 (0.11109403536344568) | > loss_disc_real_1: 0.1592932790517807 (0.19580009952187538) | > loss_disc_real_2: 0.1573241651058197 (0.21259421637902656) | > loss_disc_real_3: 0.3539580702781677 (0.2704826754828294) | > loss_disc_real_4: 0.27543404698371887 (0.2692840254555146) | > loss_disc_real_5: 0.2438942939043045 (0.2553385489930708) | > loss_0: 2.5235886573791504 (2.390795469284057) | > loss_gen: 2.246155023574829 (2.4163351505994797) | > loss_kl: 2.9498555660247803 (2.918380697568258) | > loss_feat: 6.9104533195495605 (6.885679264863332) | > loss_mel: 15.728562355041504 (17.556272069613136) | > loss_duration: 2.4677085876464844 (2.3315395414829254) | > loss_1: 30.302734375 (32.108206748962395)  --> STEP: 25 | > loss_disc: 2.6627564430236816 (2.401673908233642) | > loss_disc_real_0: 0.10681511461734772 (0.11092287853360176) | > loss_disc_real_1: 0.2457471787929535 (0.1977979826927185) | > loss_disc_real_2: 0.2671336531639099 (0.2147757938504219) | > loss_disc_real_3: 0.33544883131980896 (0.2730813217163086) | > loss_disc_real_4: 0.3541516363620758 (0.27267872989177705) | > loss_disc_real_5: 0.381653755903244 (0.2603911572694777) | > loss_0: 2.6627564430236816 (2.401673908233642) | > loss_gen: 2.7135024070739746 (2.4282218408584595) | > loss_kl: 2.4350714683532715 (2.899048328399658) | > loss_feat: 7.405643463134766 (6.90647783279419) | > loss_mel: 17.359394073486328 (17.548396949768065) | > loss_duration: 2.387033462524414 (2.333759298324585) | > loss_1: 32.30064392089844 (32.115904235839835)  --> STEP: 26 | > loss_disc: 2.217161178588867 (2.3945772647857657) | > loss_disc_real_0: 0.04750911146402359 (0.10848388749246414) | > loss_disc_real_1: 0.1730857491493225 (0.19684751217181867) | > loss_disc_real_2: 0.13478098809719086 (0.2116990705522207) | > loss_disc_real_3: 0.3104076683521271 (0.27451695043307084) | > loss_disc_real_4: 0.3623579144477844 (0.2761279292977773) | > loss_disc_real_5: 0.23303325474262238 (0.25933893024921406) | > loss_0: 2.217161178588867 (2.3945772647857657) | > loss_gen: 2.6372342109680176 (2.4362607781703653) | > loss_kl: 2.364812135696411 (2.8785007825264564) | > loss_feat: 10.313287734985352 (7.037508982878465) | > loss_mel: 18.22524070739746 (17.57442940198458) | > loss_duration: 2.287659168243408 (2.331986216398386) | > loss_1: 35.82823181152344 (32.25868606567382) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023906506024874174 (+4.4501744783841547e-05) | > avg_loss_disc: 2.3945772647857657 (-0.10821834894327109) | > avg_loss_disc_real_0: 0.10848388749246414 (-0.06445928734655564) | > avg_loss_disc_real_1: 0.19684751217181867 (-0.06685156948291338) | > avg_loss_disc_real_2: 0.2116990705522207 (-0.031786264994969754) | > avg_loss_disc_real_3: 0.27451695043307084 (+0.02285345987631726) | > avg_loss_disc_real_4: 0.2761279292977773 (-0.006334218841332617) | > avg_loss_disc_real_5: 0.25933893024921406 (+0.044998647501835354) | > avg_loss_0: 2.3945772647857657 (-0.10821834894327109) | > avg_loss_gen: 2.4362607781703653 (-0.031162229868082036) | > avg_loss_kl: 2.8785007825264564 (-0.013642985087174875) | > avg_loss_feat: 7.037508982878465 (+0.14619904298048692) | > avg_loss_mel: 17.57442940198458 (+0.15802709872906107) | > avg_loss_duration: 2.331986216398386 (-0.005170290286724999) | > avg_loss_1: 32.25868606567382 (+0.25425074650690505)  > EPOCH: 629/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:57:01)   --> TIME: 2024-06-11 18:57:04 -- STEP: 4/330 -- GLOBAL_STEP: 295575 | > loss_disc: 2.2730133533477783 (2.2623714804649353) | > loss_disc_real_0: 0.12187136709690094 (0.0935862772166729) | > loss_disc_real_1: 0.19513553380966187 (0.20094900578260422) | > loss_disc_real_2: 0.25046390295028687 (0.2085818201303482) | > loss_disc_real_3: 0.22396504878997803 (0.22134844586253166) | > loss_disc_real_4: 0.2116091251373291 (0.22286229208111763) | > loss_disc_real_5: 0.2127993106842041 (0.21717895567417145) | > loss_0: 2.2730133533477783 (2.2623714804649353) | > grad_norm_0: tensor(6.6577, device='cuda:0') (tensor(6.6705, device='cuda:0')) | > loss_gen: 2.4635541439056396 (2.6615066528320312) | > loss_kl: 1.9365988969802856 (2.052101045846939) | > loss_feat: 7.741819381713867 (7.240689039230347) | > loss_mel: 18.172121047973633 (18.273441314697266) | > loss_duration: 2.211467742919922 (2.1787038445472717) | > loss_1: 32.52556228637695 (32.40644121170044) | > grad_norm_1: tensor(53.5787, device='cuda:0') (tensor(57.6675, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3484 (0.3802773356437683) | > loader_time: 0.003 (0.003390192985534668)  --> TIME: 2024-06-11 18:57:13 -- STEP: 29/330 -- GLOBAL_STEP: 295600 | > loss_disc: 2.412940502166748 (2.3460217015496623) | > loss_disc_real_0: 0.12288757413625717 (0.10641513276716759) | > loss_disc_real_1: 0.21887445449829102 (0.1974613712779407) | > loss_disc_real_2: 0.21405968070030212 (0.2145283597296682) | > loss_disc_real_3: 0.24066564440727234 (0.22771102652467531) | > loss_disc_real_4: 0.20394229888916016 (0.2314262462073359) | > loss_disc_real_5: 0.20686767995357513 (0.21679021777777835) | > loss_0: 2.412940502166748 (2.3460217015496623) | > grad_norm_0: tensor(7.2294, device='cuda:0') (tensor(8.7472, device='cuda:0')) | > loss_gen: 2.307694673538208 (2.5021698310457428) | > loss_kl: 2.04421067237854 (1.9070609931288094) | > loss_feat: 7.0171122550964355 (7.043470201821163) | > loss_mel: 17.60022735595703 (17.75590390172498) | > loss_duration: 1.9979246854782104 (2.0386536943501437) | > loss_1: 30.96717071533203 (31.247258482308222) | > grad_norm_1: tensor(83.4680, device='cuda:0') (tensor(88.2000, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3548 (0.35452046887627964) | > loader_time: 0.0034 (0.0031158348609661235)  --> TIME: 2024-06-11 18:57:22 -- STEP: 54/330 -- GLOBAL_STEP: 295625 | > loss_disc: 2.298556089401245 (2.3628118082329075) | > loss_disc_real_0: 0.09883198887109756 (0.1091419016873395) | > loss_disc_real_1: 0.1688123345375061 (0.1965959359098364) | > loss_disc_real_2: 0.2091057002544403 (0.211581669471882) | > loss_disc_real_3: 0.2633054256439209 (0.23175122644062396) | > loss_disc_real_4: 0.25428256392478943 (0.23197931244417472) | > loss_disc_real_5: 0.21841339766979218 (0.21987617429759768) | > loss_0: 2.298556089401245 (2.3628118082329075) | > grad_norm_0: tensor(7.7266, device='cuda:0') (tensor(11.6328, device='cuda:0')) | > loss_gen: 2.6743860244750977 (2.4834540861624257) | > loss_kl: 1.9724041223526 (1.9265864888827007) | > loss_feat: 7.897461891174316 (7.022980999063562) | > loss_mel: 17.754098892211914 (17.637569957309303) | > loss_duration: 1.9629583358764648 (2.0128163717411174) | > loss_1: 32.26131057739258 (31.083407755251283) | > grad_norm_1: tensor(203.6208, device='cuda:0') (tensor(100.7477, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3666 (0.3641611337661743) | > loader_time: 0.0037 (0.0033811330795288086)  --> TIME: 2024-06-11 18:57:32 -- STEP: 79/330 -- GLOBAL_STEP: 295650 | > loss_disc: 2.4156010150909424 (2.3524369318274005) | > loss_disc_real_0: 0.12918363511562347 (0.10876230027856706) | > loss_disc_real_1: 0.20243364572525024 (0.1962724897680404) | > loss_disc_real_2: 0.23658373951911926 (0.21115254110927822) | > loss_disc_real_3: 0.22397853434085846 (0.23101408515549912) | > loss_disc_real_4: 0.21562784910202026 (0.23188120371933224) | > loss_disc_real_5: 0.2072334587574005 (0.22087129063998592) | > loss_0: 2.4156010150909424 (2.3524369318274005) | > grad_norm_0: tensor(20.9150, device='cuda:0') (tensor(12.8617, device='cuda:0')) | > loss_gen: 2.415350914001465 (2.495837187465233) | > loss_kl: 1.9667094945907593 (1.9530387905579578) | > loss_feat: 7.275602340698242 (7.072286285931551) | > loss_mel: 18.089311599731445 (17.6525642781318) | > loss_duration: 1.9784246683120728 (2.0035401296012) | > loss_1: 31.725399017333984 (31.177266591711888) | > grad_norm_1: tensor(174.8273, device='cuda:0') (tensor(133.1272, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3925 (0.36773601362976843) | > loader_time: 0.0042 (0.00350380245643326)  --> TIME: 2024-06-11 18:57:42 -- STEP: 104/330 -- GLOBAL_STEP: 295675 | > loss_disc: 2.297973394393921 (2.3516330673144417) | > loss_disc_real_0: 0.13264748454093933 (0.11056748347786757) | > loss_disc_real_1: 0.21955323219299316 (0.19702450071389865) | > loss_disc_real_2: 0.23718969523906708 (0.2115625570026728) | > loss_disc_real_3: 0.24205392599105835 (0.230892166065482) | > loss_disc_real_4: 0.2369900792837143 (0.23131733072491792) | > loss_disc_real_5: 0.22472478449344635 (0.2195478101762441) | > loss_0: 2.297973394393921 (2.3516330673144417) | > grad_norm_0: tensor(22.2668, device='cuda:0') (tensor(14.1894, device='cuda:0')) | > loss_gen: 2.449860095977783 (2.4977321418432084) | > loss_kl: 2.024332284927368 (1.9551922495548542) | > loss_feat: 7.1011199951171875 (7.06344833282324) | > loss_mel: 16.997758865356445 (17.653112631577713) | > loss_duration: 2.0494861602783203 (2.00518780029737) | > loss_1: 30.622556686401367 (31.174673080444336) | > grad_norm_1: tensor(108.0867, device='cuda:0') (tensor(153.3092, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3829 (0.3717422324877519) | > loader_time: 0.0034 (0.0035956181012667143)  --> TIME: 2024-06-11 18:57:51 -- STEP: 129/330 -- GLOBAL_STEP: 295700 | > loss_disc: 2.4325969219207764 (2.350368764049323) | > loss_disc_real_0: 0.10883931815624237 (0.11030256892590559) | > loss_disc_real_1: 0.17217247188091278 (0.19636327594287642) | > loss_disc_real_2: 0.21846498548984528 (0.212040216770283) | > loss_disc_real_3: 0.2422957718372345 (0.23065025642398715) | > loss_disc_real_4: 0.25549057126045227 (0.23066831420558367) | > loss_disc_real_5: 0.2529720366001129 (0.21987292771191558) | > loss_0: 2.4325969219207764 (2.350368764049323) | > grad_norm_0: tensor(19.2861, device='cuda:0') (tensor(16.1652, device='cuda:0')) | > loss_gen: 2.5240535736083984 (2.5045752931934913) | > loss_kl: 2.1042139530181885 (1.9605932226476743) | > loss_feat: 6.931140899658203 (7.053905516631843) | > loss_mel: 17.99025535583496 (17.620276428932364) | > loss_duration: 1.9849205017089844 (2.007189587105154) | > loss_1: 31.534584045410156 (31.146539983823317) | > grad_norm_1: tensor(60.8527, device='cuda:0') (tensor(177.1579, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3685 (0.3715928968533065) | > loader_time: 0.0036 (0.0036390511564506115)  --> TIME: 2024-06-11 18:58:01 -- STEP: 154/330 -- GLOBAL_STEP: 295725 | > loss_disc: 2.529266595840454 (2.3560351427499353) | > loss_disc_real_0: 0.17813950777053833 (0.11349096241128909) | > loss_disc_real_1: 0.24158555269241333 (0.19731634729481365) | > loss_disc_real_2: 0.23507000505924225 (0.21247719189563355) | > loss_disc_real_3: 0.2450016885995865 (0.23018358986486087) | > loss_disc_real_4: 0.2184995859861374 (0.23078571821188) | > loss_disc_real_5: 0.23168975114822388 (0.21995479690951186) | > loss_0: 2.529266595840454 (2.3560351427499353) | > grad_norm_0: tensor(15.3061, device='cuda:0') (tensor(19.6458, device='cuda:0')) | > loss_gen: 2.2973504066467285 (2.507080153985456) | > loss_kl: 1.8680602312088013 (1.9619431387294421) | > loss_feat: 6.404242038726807 (7.053264555993018) | > loss_mel: 17.066770553588867 (17.602963769590694) | > loss_duration: 2.0167806148529053 (2.0102742322079563) | > loss_1: 29.6532039642334 (31.135525814898603) | > grad_norm_1: tensor(264.9064, device='cuda:0') (tensor(203.9477, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3786 (0.37223309201079524) | > loader_time: 0.0037 (0.0036824833263050427)  --> TIME: 2024-06-11 18:58:10 -- STEP: 179/330 -- GLOBAL_STEP: 295750 | > loss_disc: 2.2414650917053223 (2.3573369580274193) | > loss_disc_real_0: 0.09843214601278305 (0.11334269610363677) | > loss_disc_real_1: 0.20290783047676086 (0.19802924557771096) | > loss_disc_real_2: 0.19710545241832733 (0.21199327923732098) | > loss_disc_real_3: 0.21517443656921387 (0.23009588906551873) | > loss_disc_real_4: 0.21897311508655548 (0.23097488600448524) | > loss_disc_real_5: 0.21199870109558105 (0.22049824851851224) | > loss_0: 2.2414650917053223 (2.3573369580274193) | > grad_norm_0: tensor(23.7168, device='cuda:0') (tensor(21.2734, device='cuda:0')) | > loss_gen: 2.7010626792907715 (2.5071221849771845) | > loss_kl: 1.858803629875183 (1.965454483831395) | > loss_feat: 8.120176315307617 (7.0490162812131745) | > loss_mel: 17.609495162963867 (17.579232636776712) | > loss_duration: 2.0657880306243896 (2.016782118621487) | > loss_1: 32.355323791503906 (31.117607628167008) | > grad_norm_1: tensor(459.8942, device='cuda:0') (tensor(218.7474, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.3868 (0.37369379650947093) | > loader_time: 0.0043 (0.0037557519347974043)  --> TIME: 2024-06-11 18:58:21 -- STEP: 204/330 -- GLOBAL_STEP: 295775 | > loss_disc: 2.416785478591919 (2.355160439715666) | > loss_disc_real_0: 0.22265668213367462 (0.11460523457065516) | > loss_disc_real_1: 0.1975117027759552 (0.19714991156669223) | > loss_disc_real_2: 0.21958200633525848 (0.21194030454053597) | > loss_disc_real_3: 0.21871089935302734 (0.22992854857561634) | > loss_disc_real_4: 0.23663625121116638 (0.23043295989433923) | > loss_disc_real_5: 0.23648163676261902 (0.2203740769741582) | > loss_0: 2.416785478591919 (2.355160439715666) | > grad_norm_0: tensor(25.0577, device='cuda:0') (tensor(22.7739, device='cuda:0')) | > loss_gen: 2.482879161834717 (2.508295851595262) | > loss_kl: 2.2005090713500977 (1.9702636371640598) | > loss_feat: 7.987680435180664 (7.063615920496922) | > loss_mel: 17.38036346435547 (17.544878725912056) | > loss_duration: 2.0202434062957764 (2.0247440992617154) | > loss_1: 32.071678161621094 (31.111798164891262) | > grad_norm_1: tensor(182.9237, device='cuda:0') (tensor(233.5060, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.426 (0.3766829885688482) | > loader_time: 0.0048 (0.0038772646118612852)  --> TIME: 2024-06-11 18:58:31 -- STEP: 229/330 -- GLOBAL_STEP: 295800 | > loss_disc: 2.3839187622070312 (2.35682277596153) | > loss_disc_real_0: 0.10804829001426697 (0.11464060712849729) | > loss_disc_real_1: 0.23710718750953674 (0.19758699990516146) | > loss_disc_real_2: 0.17881223559379578 (0.21147952433756867) | > loss_disc_real_3: 0.236168771982193 (0.23013129348838174) | > loss_disc_real_4: 0.2479972541332245 (0.23072815936986016) | > loss_disc_real_5: 0.20955215394496918 (0.22069655872848878) | > loss_0: 2.3839187622070312 (2.35682277596153) | > grad_norm_0: tensor(39.5694, device='cuda:0') (tensor(23.5962, device='cuda:0')) | > loss_gen: 2.48252534866333 (2.504558095765426) | > loss_kl: 2.0493645668029785 (1.9745302106615759) | > loss_feat: 7.347201347351074 (7.060399507331015) | > loss_mel: 17.47711944580078 (17.498990587792537) | > loss_duration: 2.1210451126098633 (2.0332980676509416) | > loss_1: 31.477256774902344 (31.071776427556333) | > grad_norm_1: tensor(487.3006, device='cuda:0') (tensor(247.5097, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.4007 (0.3815296549984461) | > loader_time: 0.0053 (0.0040426785248335794)  --> TIME: 2024-06-11 18:58:42 -- STEP: 254/330 -- GLOBAL_STEP: 295825 | > loss_disc: 2.438094139099121 (2.3613977103721435) | > loss_disc_real_0: 0.0795493870973587 (0.11616429842011196) | > loss_disc_real_1: 0.1895037740468979 (0.19817128402041637) | > loss_disc_real_2: 0.213687002658844 (0.21191705980404155) | > loss_disc_real_3: 0.2622091472148895 (0.22984095105505364) | > loss_disc_real_4: 0.2279648780822754 (0.23022559695825803) | > loss_disc_real_5: 0.22628311812877655 (0.22087257543182748) | > loss_0: 2.438094139099121 (2.3613977103721435) | > grad_norm_0: tensor(15.8215, device='cuda:0') (tensor(25.0572, device='cuda:0')) | > loss_gen: 2.339731454849243 (2.498128286496861) | > loss_kl: 2.08272123336792 (1.978738053107825) | > loss_feat: 6.8198676109313965 (7.0392098126448985) | > loss_mel: 16.69239044189453 (17.44618743986595) | > loss_duration: 2.074676036834717 (2.040280006063267) | > loss_1: 30.00938606262207 (31.0025435695498) | > grad_norm_1: tensor(419.7668, device='cuda:0') (tensor(259.9124, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.4418 (0.38597207275901246) | > loader_time: 0.0058 (0.004193533123947505)  --> TIME: 2024-06-11 18:58:54 -- STEP: 279/330 -- GLOBAL_STEP: 295850 | > loss_disc: 2.504711627960205 (2.366654386657113) | > loss_disc_real_0: 0.2102525681257248 (0.11738143791861859) | > loss_disc_real_1: 0.25105419754981995 (0.19841814468411134) | > loss_disc_real_2: 0.2234681099653244 (0.21202420152216403) | > loss_disc_real_3: 0.2393644154071808 (0.23007808994221432) | > loss_disc_real_4: 0.2423209846019745 (0.23061905320613615) | > loss_disc_real_5: 0.2045673280954361 (0.22116219351154928) | > loss_0: 2.504711627960205 (2.366654386657113) | > grad_norm_0: tensor(55.7097, device='cuda:0') (tensor(26.5570, device='cuda:0')) | > loss_gen: 2.5156004428863525 (2.494633175566204) | > loss_kl: 2.0960779190063477 (1.9842946743025147) | > loss_feat: 6.83886194229126 (7.028689336605823) | > loss_mel: 16.986408233642578 (17.39068646584788) | > loss_duration: 2.1447362899780273 (2.049271136629112) | > loss_1: 30.581684112548828 (30.947574752206016) | > grad_norm_1: tensor(256.0121, device='cuda:0') (tensor(271.5413, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.4417 (0.3914633609060745) | > loader_time: 0.0065 (0.004349283847330292)  --> TIME: 2024-06-11 18:59:06 -- STEP: 304/330 -- GLOBAL_STEP: 295875 | > loss_disc: 2.4915454387664795 (2.370123133847587) | > loss_disc_real_0: 0.19079706072807312 (0.11954963018529509) | > loss_disc_real_1: 0.18473543226718903 (0.19872984696963902) | > loss_disc_real_2: 0.2297164797782898 (0.21212365007714226) | > loss_disc_real_3: 0.20186631381511688 (0.23000091191773353) | > loss_disc_real_4: 0.25683140754699707 (0.23049929821373602) | > loss_disc_real_5: 0.2692360579967499 (0.22131257107187258) | > loss_0: 2.4915454387664795 (2.370123133847587) | > grad_norm_0: tensor(44.5196, device='cuda:0') (tensor(28.8998, device='cuda:0')) | > loss_gen: 2.461047410964966 (2.4920358069633166) | > loss_kl: 2.0607290267944336 (1.9903596435722553) | > loss_feat: 8.44131088256836 (7.037446214964514) | > loss_mel: 17.02351188659668 (17.33683760856328) | > loss_duration: 2.2086832523345947 (2.0599500489862357) | > loss_1: 32.195281982421875 (30.91662929560009) | > grad_norm_1: tensor(529.6643, device='cuda:0') (tensor(285.6312, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 0.4771 (0.39781963903652984) | > loader_time: 0.0074 (0.004528361715768513)  --> TIME: 2024-06-11 18:59:34 -- STEP: 329/330 -- GLOBAL_STEP: 295900 | > loss_disc: 2.5757663249969482 (2.3757992660383325) | > loss_disc_real_0: 0.12289345264434814 (0.1208096419016641) | > loss_disc_real_1: 0.20182392001152039 (0.20003871076193985) | > loss_disc_real_2: 0.22616595029830933 (0.21248681662111663) | > loss_disc_real_3: 0.28347793221473694 (0.2305297818952056) | > loss_disc_real_4: 0.2503589987754822 (0.23058944818277852) | > loss_disc_real_5: 0.2982836365699768 (0.22180827686670704) | > loss_0: 2.5757663249969482 (2.3757992660383325) | > grad_norm_0: tensor(7.8018, device='cuda:0') (tensor(29.0682, device='cuda:0')) | > loss_gen: 2.4007792472839355 (2.486963117738625) | > loss_kl: 2.2151198387145996 (1.999765406988312) | > loss_feat: 10.705607414245605 (7.125438313353749) | > loss_mel: 17.933263778686523 (17.309796620284903) | > loss_duration: 2.2891218662261963 (2.0745031782921335) | > loss_1: 35.54389190673828 (30.996466627961595) | > grad_norm_1: tensor(76.0724, device='cuda:0') (tensor(288.3081, device='cuda:0')) | > current_lr_0: 0.00018487639230718798 | > current_lr_1: 0.00018487639230718798 | > step_time: 13.9262 (0.4511015371711057) | > loader_time: 0.0336 (0.004952674941089017)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.216031551361084 (2.216031551361084) | > loss_disc_real_0: 0.11389252543449402 (0.11389252543449402) | > loss_disc_real_1: 0.19271773099899292 (0.19271773099899292) | > loss_disc_real_2: 0.1728903353214264 (0.1728903353214264) | > loss_disc_real_3: 0.2560833990573883 (0.2560833990573883) | > loss_disc_real_4: 0.2011602371931076 (0.2011602371931076) | > loss_disc_real_5: 0.18677623569965363 (0.18677623569965363) | > loss_0: 2.216031551361084 (2.216031551361084) | > loss_gen: 2.6086955070495605 (2.6086955070495605) | > loss_kl: 2.6819305419921875 (2.6819305419921875) | > loss_feat: 8.805376052856445 (8.805376052856445) | > loss_mel: 17.986343383789062 (17.986343383789062) | > loss_duration: 3.034149646759033 (3.034149646759033) | > loss_1: 35.116493225097656 (35.116493225097656)  --> STEP: 1 | > loss_disc: 1.935741662979126 (1.935741662979126) | > loss_disc_real_0: 0.07329960912466049 (0.07329960912466049) | > loss_disc_real_1: 0.13835225999355316 (0.13835225999355316) | > loss_disc_real_2: 0.142564594745636 (0.142564594745636) | > loss_disc_real_3: 0.19468380510807037 (0.19468380510807037) | > loss_disc_real_4: 0.19119542837142944 (0.19119542837142944) | > loss_disc_real_5: 0.20534805953502655 (0.20534805953502655) | > loss_0: 1.935741662979126 (1.935741662979126) | > loss_gen: 2.492354393005371 (2.492354393005371) | > loss_kl: 2.9918100833892822 (2.9918100833892822) | > loss_feat: 7.667802333831787 (7.667802333831787) | > loss_mel: 16.734800338745117 (16.734800338745117) | > loss_duration: 2.411440849304199 (2.411440849304199) | > loss_1: 32.29821014404297 (32.29821014404297)  --> STEP: 2 | > loss_disc: 2.5302557945251465 (2.2329987287521362) | > loss_disc_real_0: 0.09618505835533142 (0.08474233373999596) | > loss_disc_real_1: 0.16350455582141876 (0.15092840790748596) | > loss_disc_real_2: 0.23078380525112152 (0.18667419999837875) | > loss_disc_real_3: 0.2940073609352112 (0.24434558302164078) | > loss_disc_real_4: 0.33804643154144287 (0.26462092995643616) | > loss_disc_real_5: 0.3830547630786896 (0.29420141130685806) | > loss_0: 2.5302557945251465 (2.2329987287521362) | > loss_gen: 2.506399393081665 (2.499376893043518) | > loss_kl: 3.171100616455078 (3.08145534992218) | > loss_feat: 6.632153034210205 (7.149977684020996) | > loss_mel: 19.381023406982422 (18.05791187286377) | > loss_duration: 2.4336161613464355 (2.4225285053253174) | > loss_1: 34.124290466308594 (33.21125030517578)  --> STEP: 3 | > loss_disc: 2.1622965335845947 (2.2094313303629556) | > loss_disc_real_0: 0.13836415112018585 (0.10261627286672592) | > loss_disc_real_1: 0.14705610275268555 (0.1496376395225525) | > loss_disc_real_2: 0.1724718064069748 (0.1819400688012441) | > loss_disc_real_3: 0.20516745746135712 (0.23128620783487955) | > loss_disc_real_4: 0.25709518790245056 (0.2621123492717743) | > loss_disc_real_5: 0.2082599252462387 (0.2655542492866516) | > loss_0: 2.1622965335845947 (2.2094313303629556) | > loss_gen: 2.6225340366363525 (2.5404292742411294) | > loss_kl: 4.089095592498779 (3.4173354307810464) | > loss_feat: 7.767244338989258 (7.355733235677083) | > loss_mel: 17.115617752075195 (17.74381383260091) | > loss_duration: 2.266244888305664 (2.370433966318766) | > loss_1: 33.86073684692383 (33.4277458190918)  --> STEP: 4 | > loss_disc: 2.38765287399292 (2.2539867162704468) | > loss_disc_real_0: 0.16231144964694977 (0.11754006706178188) | > loss_disc_real_1: 0.2020513415336609 (0.1627410650253296) | > loss_disc_real_2: 0.18232879042625427 (0.18203724920749664) | > loss_disc_real_3: 0.23449882864952087 (0.2320893630385399) | > loss_disc_real_4: 0.2473425716161728 (0.2584199048578739) | > loss_disc_real_5: 0.2111252248287201 (0.25194699317216873) | > loss_0: 2.38765287399292 (2.2539867162704468) | > loss_gen: 2.3301641941070557 (2.487863004207611) | > loss_kl: 3.6625919342041016 (3.4786495566368103) | > loss_feat: 5.799922466278076 (6.9667805433273315) | > loss_mel: 18.93303108215332 (18.041118144989014) | > loss_duration: 2.4059810638427734 (2.379320740699768) | > loss_1: 33.131690979003906 (33.353732109069824)  --> STEP: 5 | > loss_disc: 2.576927900314331 (2.3185749530792235) | > loss_disc_real_0: 0.2699037194252014 (0.14801279753446578) | > loss_disc_real_1: 0.22959017753601074 (0.17611088752746581) | > loss_disc_real_2: 0.2217899113893509 (0.18998778164386748) | > loss_disc_real_3: 0.2277165949344635 (0.2312148094177246) | > loss_disc_real_4: 0.21249143779277802 (0.24923421144485475) | > loss_disc_real_5: 0.2052919864654541 (0.2426159918308258) | > loss_0: 2.576927900314331 (2.3185749530792235) | > loss_gen: 2.367433786392212 (2.4637771606445313) | > loss_kl: 3.0188164710998535 (3.386682939529419) | > loss_feat: 5.636806011199951 (6.7007856369018555) | > loss_mel: 16.698253631591797 (17.77254524230957) | > loss_duration: 2.435945510864258 (2.390645694732666) | > loss_1: 30.157255172729492 (32.71443672180176)  --> STEP: 6 | > loss_disc: 2.2177844047546387 (2.3017765283584595) | > loss_disc_real_0: 0.1045452356338501 (0.14076820388436317) | > loss_disc_real_1: 0.20639196038246155 (0.18115773300329843) | > loss_disc_real_2: 0.26967310905456543 (0.20326866954565048) | > loss_disc_real_3: 0.22862796485424042 (0.23078366865714392) | > loss_disc_real_4: 0.16621218621730804 (0.2353972072402636) | > loss_disc_real_5: 0.16802696883678436 (0.23018448799848557) | > loss_0: 2.2177844047546387 (2.3017765283584595) | > loss_gen: 2.4704537391662598 (2.464889923731486) | > loss_kl: 2.8826162815093994 (3.3026718298594155) | > loss_feat: 6.425239562988281 (6.654861291249593) | > loss_mel: 18.012575149536133 (17.812550226847332) | > loss_duration: 2.115199327468872 (2.344737966855367) | > loss_1: 31.906084060668945 (32.579711278279625)  --> STEP: 7 | > loss_disc: 2.1641805171966553 (2.2821199553353444) | > loss_disc_real_0: 0.058097802102565765 (0.12895814648696355) | > loss_disc_real_1: 0.16303080320358276 (0.17856817160333907) | > loss_disc_real_2: 0.23760053515434265 (0.20817322177546366) | > loss_disc_real_3: 0.22551897168159485 (0.23003156908920833) | > loss_disc_real_4: 0.2515581548213959 (0.23770591403756822) | > loss_disc_real_5: 0.24912619590759277 (0.23289044627121516) | > loss_0: 2.1641805171966553 (2.2821199553353444) | > loss_gen: 2.715219736099243 (2.5006513254983083) | > loss_kl: 4.212497234344482 (3.4326468876429965) | > loss_feat: 6.484600067138672 (6.630538259233747) | > loss_mel: 19.133392333984375 (18.00124195643834) | > loss_duration: 2.4941344261169434 (2.3660803181784495) | > loss_1: 35.03984451293945 (32.93115888323103)  --> STEP: 8 | > loss_disc: 2.678762912750244 (2.331700325012207) | > loss_disc_real_0: 0.27720630168914795 (0.1474891658872366) | > loss_disc_real_1: 0.16629432141780853 (0.17703394033014774) | > loss_disc_real_2: 0.19548386335372925 (0.20658705197274685) | > loss_disc_real_3: 0.2626727819442749 (0.23411172069609165) | > loss_disc_real_4: 0.27388131618499756 (0.2422278393059969) | > loss_disc_real_5: 0.2862090766429901 (0.23955527506768703) | > loss_0: 2.678762912750244 (2.331700325012207) | > loss_gen: 2.5053188800811768 (2.501234769821167) | > loss_kl: 3.1854090690612793 (3.401742160320282) | > loss_feat: 8.42451286315918 (6.854785084724426) | > loss_mel: 19.00627326965332 (18.12687087059021) | > loss_duration: 2.3127379417419434 (2.359412521123886) | > loss_1: 35.43424987792969 (33.24404525756836)  --> STEP: 9 | > loss_disc: 2.3186299800872803 (2.330248064464993) | > loss_disc_real_0: 0.17665314674377441 (0.1507296082046297) | > loss_disc_real_1: 0.17935948073863983 (0.1772923337088691) | > loss_disc_real_2: 0.22771449387073517 (0.20893454551696777) | > loss_disc_real_3: 0.2483198344707489 (0.2356904000043869) | > loss_disc_real_4: 0.21153874695301056 (0.23881794015566507) | > loss_disc_real_5: 0.19466222822666168 (0.23456715875201756) | > loss_0: 2.3186299800872803 (2.330248064464993) | > loss_gen: 2.5082345008850098 (2.5020125177171497) | > loss_kl: 2.503957986831665 (3.301988363265991) | > loss_feat: 7.035833835601807 (6.8749016125996905) | > loss_mel: 18.57505226135254 (18.176668802897137) | > loss_duration: 2.2020111083984375 (2.341923475265503) | > loss_1: 32.82508850097656 (33.19749450683594)  --> STEP: 10 | > loss_disc: 2.67629075050354 (2.3648523330688476) | > loss_disc_real_0: 0.2564399242401123 (0.16130063980817794) | > loss_disc_real_1: 0.25180783867836 (0.18474388420581817) | > loss_disc_real_2: 0.24348917603492737 (0.21239000856876372) | > loss_disc_real_3: 0.22275635600090027 (0.23439699560403823) | > loss_disc_real_4: 0.2732589840888977 (0.24226204454898834) | > loss_disc_real_5: 0.2718920111656189 (0.2382996439933777) | > loss_0: 2.67629075050354 (2.3648523330688476) | > loss_gen: 2.339198350906372 (2.485731101036072) | > loss_kl: 2.931293249130249 (3.264918851852417) | > loss_feat: 4.436902046203613 (6.631101655960083) | > loss_mel: 13.02137279510498 (17.66113920211792) | > loss_duration: 2.4013991355895996 (2.3478710412979127) | > loss_1: 25.13016700744629 (32.39076175689697)  --> STEP: 11 | > loss_disc: 2.4285709857940674 (2.3706449378620493) | > loss_disc_real_0: 0.12792015075683594 (0.15826604989441959) | > loss_disc_real_1: 0.13120874762535095 (0.17987705360759387) | > loss_disc_real_2: 0.18992911279201508 (0.21034810895269568) | > loss_disc_real_3: 0.26786449551582336 (0.2374394955960187) | > loss_disc_real_4: 0.24826101958751678 (0.2428074059161273) | > loss_disc_real_5: 0.21203778684139252 (0.2359122024341063) | > loss_0: 2.4285709857940674 (2.3706449378620493) | > loss_gen: 2.2146036624908447 (2.4610831520774146) | > loss_kl: 3.1421003341674805 (3.2537535320628774) | > loss_feat: 5.557098865509033 (6.5334650386463515) | > loss_mel: 17.606979370117188 (17.656215581026945) | > loss_duration: 2.5209250450134277 (2.3636032234538686) | > loss_1: 31.04170799255371 (32.26812050559304)  --> STEP: 12 | > loss_disc: 2.2932932376861572 (2.3641989628473916) | > loss_disc_real_0: 0.13088153302669525 (0.15598400682210922) | > loss_disc_real_1: 0.15313449501991272 (0.17764850705862045) | > loss_disc_real_2: 0.20138560235500336 (0.20960123340288797) | > loss_disc_real_3: 0.2459551990032196 (0.2381491375466188) | > loss_disc_real_4: 0.2570497989654541 (0.24399427200357118) | > loss_disc_real_5: 0.26747944951057434 (0.2385428063571453) | > loss_0: 2.2932932376861572 (2.3641989628473916) | > loss_gen: 2.5854830741882324 (2.471449812253316) | > loss_kl: 2.9324402809143066 (3.2269774278004966) | > loss_feat: 5.537370681762695 (6.450457175572713) | > loss_mel: 17.22965431213379 (17.620668808619182) | > loss_duration: 2.2685725688934326 (2.355684002240499) | > loss_1: 30.55352020263672 (32.125237147013344)  --> STEP: 13 | > loss_disc: 2.3096086978912354 (2.359999711696918) | > loss_disc_real_0: 0.13211804628372192 (0.15414816370377174) | > loss_disc_real_1: 0.18518486618995667 (0.17822822699180016) | > loss_disc_real_2: 0.21368353068828583 (0.2099152562709955) | > loss_disc_real_3: 0.3421868681907654 (0.24615203990386084) | > loss_disc_real_4: 0.22253237664699554 (0.2423433569761423) | > loss_disc_real_5: 0.22516123950481415 (0.23751345506081215) | > loss_0: 2.3096086978912354 (2.359999711696918) | > loss_gen: 2.695770025253296 (2.4887052132533145) | > loss_kl: 3.2258810997009277 (3.2268930948697605) | > loss_feat: 6.630716800689697 (6.464323300581712) | > loss_mel: 15.925979614257812 (17.490308101360615) | > loss_duration: 2.23051381111145 (2.3460555259998026) | > loss_1: 30.7088623046875 (32.0162852360652)  --> STEP: 14 | > loss_disc: 2.1911542415618896 (2.3479393209729875) | > loss_disc_real_0: 0.1878095120191574 (0.15655254572629929) | > loss_disc_real_1: 0.1639297604560852 (0.1772069079535348) | > loss_disc_real_2: 0.19553285837173462 (0.20888794213533401) | > loss_disc_real_3: 0.2456677109003067 (0.24611744497503554) | > loss_disc_real_4: 0.20466086268424988 (0.23965175024100713) | > loss_disc_real_5: 0.18398472666740417 (0.233689974461283) | > loss_0: 2.1911542415618896 (2.3479393209729875) | > loss_gen: 2.565549373626709 (2.4941940818514143) | > loss_kl: 3.712325096130371 (3.2615668092455183) | > loss_feat: 6.2613701820373535 (6.449826649257115) | > loss_mel: 18.551368713378906 (17.566098145076207) | > loss_duration: 2.38844633102417 (2.3490834406444003) | > loss_1: 33.479061126708984 (32.12076922825404)  --> STEP: 15 | > loss_disc: 2.318488359451294 (2.345975923538208) | > loss_disc_real_0: 0.22378389537334442 (0.16103463570276896) | > loss_disc_real_1: 0.25171440839767456 (0.18217407464981078) | > loss_disc_real_2: 0.20853614807128906 (0.208864489197731) | > loss_disc_real_3: 0.24260900914669037 (0.24588354925314584) | > loss_disc_real_4: 0.1929163634777069 (0.23653605779012044) | > loss_disc_real_5: 0.2144283950328827 (0.23240586916605632) | > loss_0: 2.318488359451294 (2.345975923538208) | > loss_gen: 2.6069202423095703 (2.501709159215291) | > loss_kl: 3.4671101570129395 (3.27526969909668) | > loss_feat: 8.071799278259277 (6.557958157857259) | > loss_mel: 17.534421920776367 (17.563986396789552) | > loss_duration: 2.377621650695801 (2.3509859879811605) | > loss_1: 34.0578727722168 (32.249909464518225)  --> STEP: 16 | > loss_disc: 2.6155877113342285 (2.3628266602754593) | > loss_disc_real_0: 0.17711207270622253 (0.1620394755154848) | > loss_disc_real_1: 0.2229567915201187 (0.18472299445420504) | > loss_disc_real_2: 0.24250461161136627 (0.21096699684858322) | > loss_disc_real_3: 0.2929496467113495 (0.24882518034428358) | > loss_disc_real_4: 0.2744810879230499 (0.23890762217342854) | > loss_disc_real_5: 0.27283427119255066 (0.2349326442927122) | > loss_0: 2.6155877113342285 (2.3628266602754593) | > loss_gen: 2.3461668491363525 (2.4919877648353577) | > loss_kl: 2.687366247177124 (3.2385257333517075) | > loss_feat: 6.452627658843994 (6.55137500166893) | > loss_mel: 17.03889274597168 (17.531168043613434) | > loss_duration: 2.3892128467559814 (2.353375166654587) | > loss_1: 30.91426658630371 (32.16643178462982)  --> STEP: 17 | > loss_disc: 2.4435462951660156 (2.3675748740925506) | > loss_disc_real_0: 0.14913170039653778 (0.161280194626135) | > loss_disc_real_1: 0.17971645295619965 (0.1844284920131459) | > loss_disc_real_2: 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loss_disc_real_5: 0.21622195839881897 (0.23585910267300075) | > loss_0: 2.21734356880188 (2.3592286904652915) | > loss_gen: 2.545773506164551 (2.5003808869255915) | > loss_kl: 2.6061129570007324 (3.1636974944008722) | > loss_feat: 8.522787094116211 (6.601711961958143) | > loss_mel: 17.136032104492188 (17.48767688539293) | > loss_duration: 2.2328481674194336 (2.3510025342305503) | > loss_1: 33.043556213378906 (32.104470041063095)  --> STEP: 19 | > loss_disc: 2.493346691131592 (2.366287532605623) | > loss_disc_real_0: 0.17441681027412415 (0.16322091770799538) | > loss_disc_real_1: 0.12616029381752014 (0.18303210641208448) | > loss_disc_real_2: 0.22114197909832 (0.21296051928871557) | > loss_disc_real_3: 0.25331953167915344 (0.24805243548594022) | > loss_disc_real_4: 0.28080374002456665 (0.2384713378391768) | > loss_disc_real_5: 0.289995938539505 (0.2387084098238694) | > loss_0: 2.493346691131592 (2.366287532605623) | > loss_gen: 2.316654920578003 (2.4907110992230868) | > loss_kl: 1.8979109525680542 (3.097077150093882) | > loss_feat: 6.165152072906494 (6.578735125692267) | > loss_mel: 17.67609977722168 (17.497593879699707) | > loss_duration: 2.3621931076049805 (2.3515915117765727) | > loss_1: 30.418010711669922 (32.015709023726615)  --> STEP: 20 | > loss_disc: 2.5108578205108643 (2.373516047000885) | > loss_disc_real_0: 0.0824294239282608 (0.15918134301900866) | > loss_disc_real_1: 0.15890176594257355 (0.18182558938860893) | > loss_disc_real_2: 0.2275431901216507 (0.21368965283036231) | > loss_disc_real_3: 0.27656620740890503 (0.24947812408208847) | > loss_disc_real_4: 0.2619551718235016 (0.23964552953839302) | > loss_disc_real_5: 0.2788578271865845 (0.24071588069200517) | > loss_0: 2.5108578205108643 (2.373516047000885) | > loss_gen: 2.088371753692627 (2.4705941319465636) | > loss_kl: 2.3642139434814453 (3.06043398976326) | > loss_feat: 5.972350597381592 (6.548415899276733) | > loss_mel: 18.269519805908203 (17.53619017601013) | > loss_duration: 2.326284885406494 (2.350326180458069) | > loss_1: 31.020740509033203 (31.965960597991945)  --> STEP: 21 | > loss_disc: 2.4178895950317383 (2.3756290730975924) | > loss_disc_real_0: 0.189632385969162 (0.16063139268330168) | > loss_disc_real_1: 0.22365829348564148 (0.18381762291703904) | > loss_disc_real_2: 0.2038656622171402 (0.21322184375354222) | > loss_disc_real_3: 0.2292238026857376 (0.24851363258702414) | > loss_disc_real_4: 0.2270713597536087 (0.23904675954864138) | > loss_disc_real_5: 0.25250324606895447 (0.24127718380519322) | > loss_0: 2.4178895950317383 (2.3756290730975924) | > loss_gen: 2.475724697113037 (2.4708384445735385) | > loss_kl: 2.251070261001587 (3.021892859822228) | > loss_feat: 5.8379998207092285 (6.514586562202091) | > loss_mel: 15.605341911315918 (17.444245020548504) | > loss_duration: 2.2115516662597656 (2.34371787025815) | > loss_1: 28.381689071655273 (31.79528100149972)  --> STEP: 22 | > loss_disc: 2.494798421859741 (2.38104586167769) | > loss_disc_real_0: 0.1942576766014099 (0.16215986013412478) | > loss_disc_real_1: 0.2149931788444519 (0.18523469364101236) | > loss_disc_real_2: 0.2276161164045334 (0.2138761288740418) | > loss_disc_real_3: 0.28779667615890503 (0.2502992254766551) | > loss_disc_real_4: 0.20855063199996948 (0.23766057193279266) | > loss_disc_real_5: 0.19856856763362885 (0.2393358830701221) | > loss_0: 2.494798421859741 (2.38104586167769) | > loss_gen: 2.3942618370056152 (2.4673576896840874) | > loss_kl: 2.533918857574463 (2.99971222335642) | > loss_feat: 11.123867988586426 (6.724099354310469) | > loss_mel: 18.999568939208984 (17.514941562305797) | > loss_duration: 2.217371940612793 (2.337974873456088) | > loss_1: 37.26898956298828 (32.044085936112836)  --> STEP: 23 | > loss_disc: 2.4157726764678955 (2.3825557231903076) | > loss_disc_real_0: 0.20356866717338562 (0.16396024304887524) | > loss_disc_real_1: 0.20059800148010254 (0.18590266354705975) | > loss_disc_real_2: 0.20140831172466278 (0.2133340498675471) | > loss_disc_real_3: 0.28615352511405945 (0.25185810806958575) | > loss_disc_real_4: 0.24347713589668274 (0.2379134660181792) | > loss_disc_real_5: 0.28443390130996704 (0.2412966664718545) | > loss_0: 2.4157726764678955 (2.3825557231903076) | > loss_gen: 2.5881733894348145 (2.4726105461949888) | > loss_kl: 2.867905855178833 (2.9939815116965254) | > loss_feat: 5.549276828765869 (6.673020114069399) | > loss_mel: 17.750869750976562 (17.52519930963931) | > loss_duration: 2.2738523483276367 (2.335186937580938) | > loss_1: 31.030078887939453 (31.999998673148777)  --> STEP: 24 | > loss_disc: 2.6043057441711426 (2.3917953073978424) | > loss_disc_real_0: 0.1957816630601883 (0.16528613554934662) | > loss_disc_real_1: 0.23566485941410065 (0.18797608837485313) | > loss_disc_real_2: 0.21331687271595 (0.2133333341528972) | > loss_disc_real_3: 0.29513639211654663 (0.2536613699048758) | > loss_disc_real_4: 0.29041266441345215 (0.24010093261798224) | > loss_disc_real_5: 0.28077012300491333 (0.24294139382739863) | > loss_0: 2.6043057441711426 (2.3917953073978424) | > loss_gen: 2.554579973220825 (2.476025938987732) | > loss_kl: 2.8462836742401123 (2.9878274351358414) | > loss_feat: 5.377779006958008 (6.619051734606425) | > loss_mel: 16.875764846801758 (17.498139540354412) | > loss_duration: 2.488218069076538 (2.341563234726588) | > loss_1: 30.14262580871582 (31.922608137130737)  --> STEP: 25 | > loss_disc: 2.462564706802368 (2.3946260833740234) | > loss_disc_real_0: 0.19928036630153656 (0.1666459047794342) | > loss_disc_real_1: 0.19312238693237305 (0.18818194031715393) | > loss_disc_real_2: 0.2224729061126709 (0.21369891703128815) | > loss_disc_real_3: 0.2725101709365845 (0.2544153219461442) | > loss_disc_real_4: 0.22997817397117615 (0.23969602227210998) | > loss_disc_real_5: 0.23550282418727875 (0.2426438510417938) | > loss_0: 2.462564706802368 (2.3946260833740234) | > loss_gen: 2.3207619190216064 (2.469815378189087) | > loss_kl: 2.858961582183838 (2.9826728010177614) | > loss_feat: 5.376407623291016 (6.569345970153808) | > loss_mel: 15.438547134399414 (17.415755844116212) | > loss_duration: 2.4054317474365234 (2.3441179752349854) | > loss_1: 28.400110244750977 (31.781708221435547)  --> STEP: 26 | > loss_disc: 2.828115701675415 (2.411298761001) | > loss_disc_real_0: 0.23031660914421082 (0.1690947780242333) | > loss_disc_real_1: 0.14210720360279083 (0.1864098350589092) | > loss_disc_real_2: 0.0976102352142334 (0.2092339677306322) | > loss_disc_real_3: 0.14702962338924408 (0.2502851027708788) | > loss_disc_real_4: 0.10979227721691132 (0.23469972438537157) | > loss_disc_real_5: 0.171699658036232 (0.2399152282338876) | > loss_0: 2.828115701675415 (2.411298761001) | > loss_gen: 1.674255609512329 (2.439216925547673) | > loss_kl: 2.6115915775299072 (2.9684004462682285) | > loss_feat: 12.175394058227539 (6.784963204310491) | > loss_mel: 19.517414093017578 (17.496588853689342) | > loss_duration: 2.2791690826416016 (2.3416199409044705) | > loss_1: 38.25782012939453 (32.03078944866474) --> EVAL PERFORMANCE | > avg_loader_time: 0.002469668021568885 (+7.901741908146768e-05) | > avg_loss_disc: 2.411298761001 (+0.01672149621523422) | > avg_loss_disc_real_0: 0.1690947780242333 (+0.06061089053176917) | > avg_loss_disc_real_1: 0.1864098350589092 (-0.010437677112909466) | > avg_loss_disc_real_2: 0.2092339677306322 (-0.0024651028215885162) | > avg_loss_disc_real_3: 0.2502851027708788 (-0.024231847662192052) | > avg_loss_disc_real_4: 0.23469972438537157 (-0.04142820491240573) | > avg_loss_disc_real_5: 0.2399152282338876 (-0.01942370201532645) | > avg_loss_0: 2.411298761001 (+0.01672149621523422) | > avg_loss_gen: 2.439216925547673 (+0.0029561473773078717) | > avg_loss_kl: 2.9684004462682285 (+0.08989966374177216) | > avg_loss_feat: 6.784963204310491 (-0.2525457785679741) | > avg_loss_mel: 17.496588853689342 (-0.07784054829523868) | > avg_loss_duration: 2.3416199409044705 (+0.009633724506084462) | > avg_loss_1: 32.03078944866474 (-0.2278966170090797)  > EPOCH: 630/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 18:59:40)   --> TIME: 2024-06-11 18:59:50 -- STEP: 24/330 -- GLOBAL_STEP: 295925 | > loss_disc: 2.3812544345855713 (2.3226979772249856) | > loss_disc_real_0: 0.08824977278709412 (0.10512460488826036) | > loss_disc_real_1: 0.19030433893203735 (0.19531530824800333) | > loss_disc_real_2: 0.19214574992656708 (0.20711380119125047) | > loss_disc_real_3: 0.27174487709999084 (0.22553001220027605) | > loss_disc_real_4: 0.24888800084590912 (0.22839553095400333) | > loss_disc_real_5: 0.2551140785217285 (0.22354263626039028) | > loss_0: 2.3812544345855713 (2.3226979772249856) | > grad_norm_0: tensor(10.9157, device='cuda:0') (tensor(7.2957, device='cuda:0')) | > loss_gen: 2.4558465480804443 (2.472559611002604) | > loss_kl: 1.6363294124603271 (1.8639331261316936) | > loss_feat: 7.6555914878845215 (6.900169372558594) | > loss_mel: 18.050378799438477 (17.62944444020589) | > loss_duration: 1.9756966829299927 (2.0559036135673523) | > loss_1: 31.77384376525879 (30.92201026280721) | > grad_norm_1: tensor(128.8613, device='cuda:0') (tensor(68.1859, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.3522 (0.36791350444157916) | > loader_time: 0.0044 (0.003275593121846517)  --> TIME: 2024-06-11 18:59:59 -- STEP: 49/330 -- GLOBAL_STEP: 295950 | > loss_disc: 2.2774817943573 (2.341924730612307) | > loss_disc_real_0: 0.1158660501241684 (0.1060842401823219) | > loss_disc_real_1: 0.18701748549938202 (0.19488273013611232) | > loss_disc_real_2: 0.20753489434719086 (0.20848648158871397) | > loss_disc_real_3: 0.22191481292247772 (0.22808364307393833) | > loss_disc_real_4: 0.21006333827972412 (0.23011730763376975) | > loss_disc_real_5: 0.2117244303226471 (0.22363013485256505) | > loss_0: 2.2774817943573 (2.341924730612307) | > grad_norm_0: tensor(6.6574, device='cuda:0') (tensor(8.1875, device='cuda:0')) | > loss_gen: 2.445920944213867 (2.4720235892704556) | > loss_kl: 1.837106466293335 (1.8930462988055483) | > loss_feat: 6.870128154754639 (6.905582817233339) | > loss_mel: 16.62591552734375 (17.531811577933176) | > loss_duration: 1.9349467754364014 (2.0187540516561393) | > loss_1: 29.71401596069336 (30.821218412749623) | > grad_norm_1: tensor(69.8702, device='cuda:0') (tensor(81.2144, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.365 (0.3688062453756527) | > loader_time: 0.0035 (0.003427563881387516)  --> TIME: 2024-06-11 19:00:09 -- STEP: 74/330 -- GLOBAL_STEP: 295975 | > loss_disc: 2.2829368114471436 (2.3426871654149646) | > loss_disc_real_0: 0.09994305670261383 (0.10788298368051245) | > loss_disc_real_1: 0.18341316282749176 (0.19556456441814837) | > loss_disc_real_2: 0.22126233577728271 (0.20944535551038948) | > loss_disc_real_3: 0.24737371504306793 (0.22829535925710523) | > loss_disc_real_4: 0.2384312003850937 (0.23184436297899969) | > loss_disc_real_5: 0.20935764908790588 (0.2228971512333767) | > loss_0: 2.2829368114471436 (2.3426871654149646) | > grad_norm_0: tensor(6.6941, device='cuda:0') (tensor(8.6714, device='cuda:0')) | > loss_gen: 2.5437428951263428 (2.4817720716064042) | > loss_kl: 1.7120970487594604 (1.9089203267484098) | > loss_feat: 7.624241352081299 (6.987913215482557) | > loss_mel: 17.757579803466797 (17.554007452887454) | > loss_duration: 1.9261990785598755 (2.003434603278701) | > loss_1: 31.563859939575195 (30.936047631341058) | > grad_norm_1: tensor(81.3554, device='cuda:0') (tensor(90.2577, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.3747 (0.3696068170908335) | > loader_time: 0.0043 (0.003540590002730086)  --> TIME: 2024-06-11 19:00:18 -- STEP: 99/330 -- GLOBAL_STEP: 296000 | > loss_disc: 2.277226686477661 (2.351890539882159) | > loss_disc_real_0: 0.09372194111347198 (0.11031153120777824) | > loss_disc_real_1: 0.24576611816883087 (0.19678382229323343) | > loss_disc_real_2: 0.17612218856811523 (0.21011091558018116) | > loss_disc_real_3: 0.2259415090084076 (0.22887319732796063) | > loss_disc_real_4: 0.2177121490240097 (0.23248710430631733) | > loss_disc_real_5: 0.22177442908287048 (0.2233930081129074) | > loss_0: 2.277226686477661 (2.351890539882159) | > grad_norm_0: tensor(13.4595, device='cuda:0') (tensor(9.5972, device='cuda:0')) | > loss_gen: 2.549086093902588 (2.472913949176518) | > loss_kl: 1.9957263469696045 (1.925698256251788) | > loss_feat: 7.30935525894165 (6.974225328426169) | > loss_mel: 17.71601676940918 (17.497040796761553) | > loss_duration: 2.015151023864746 (2.002590219179789) | > loss_1: 31.58533477783203 (30.872468505242857) | > grad_norm_1: tensor(136.3001, device='cuda:0') (tensor(99.5265, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.3814 (0.371047925467443) | > loader_time: 0.0038 (0.0036538466058596217) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_296000.pth  --> TIME: 2024-06-11 19:00:32 -- STEP: 124/330 -- GLOBAL_STEP: 296025 | > loss_disc: 2.4284911155700684 (2.3504617598748974) | > loss_disc_real_0: 0.10115214437246323 (0.1112973321709902) | > loss_disc_real_1: 0.18825317919254303 (0.19561739494242977) | > loss_disc_real_2: 0.2559332549571991 (0.21009947912346932) | > loss_disc_real_3: 0.22080758213996887 (0.22886752168978414) | > loss_disc_real_4: 0.21958701312541962 (0.2315300046916931) | > loss_disc_real_5: 0.2025144100189209 (0.22283274007420387) | > loss_0: 2.4284911155700684 (2.3504617598748974) | > grad_norm_0: tensor(5.6342, device='cuda:0') (tensor(9.7782, device='cuda:0')) | > loss_gen: 2.4483726024627686 (2.471887773083102) | > loss_kl: 1.8604813814163208 (1.9297786076222696) | > loss_feat: 7.167045593261719 (6.964409943549864) | > loss_mel: 18.224117279052734 (17.48612071621802) | > loss_duration: 2.0137112140655518 (2.005749037188869) | > loss_1: 31.713727951049805 (30.85794605747346) | > grad_norm_1: tensor(57.1002, device='cuda:0') (tensor(107.5632, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.3664 (0.3744943122709951) | > loader_time: 0.0044 (0.003760787748521374)  --> TIME: 2024-06-11 19:00:42 -- STEP: 149/330 -- GLOBAL_STEP: 296050 | > loss_disc: 2.3624329566955566 (2.3567871775403106) | > loss_disc_real_0: 0.07639845460653305 (0.11310954506965291) | > loss_disc_real_1: 0.2104511857032776 (0.1952450684453017) | > loss_disc_real_2: 0.1977226436138153 (0.21050744028699483) | > loss_disc_real_3: 0.24027006328105927 (0.22972449140260684) | > loss_disc_real_4: 0.23900257050991058 (0.23239640481520019) | > loss_disc_real_5: 0.228515163064003 (0.22356183336885183) | > loss_0: 2.3624329566955566 (2.3567871775403106) | > grad_norm_0: tensor(16.3016, device='cuda:0') (tensor(9.9895, device='cuda:0')) | > loss_gen: 2.392564535140991 (2.4673216246918543) | > loss_kl: 2.1660430431365967 (1.9425045171840079) | > loss_feat: 6.191133975982666 (6.940787651394838) | > loss_mel: 17.212846755981445 (17.48339782305212) | > loss_duration: 2.033724784851074 (2.008709207477186) | > loss_1: 29.99631118774414 (30.842720786997138) | > grad_norm_1: tensor(43.7524, device='cuda:0') (tensor(106.4581, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.369 (0.3759791531018763) | > loader_time: 0.0042 (0.0038410945226682114)  --> TIME: 2024-06-11 19:00:52 -- STEP: 174/330 -- GLOBAL_STEP: 296075 | > loss_disc: 2.380678176879883 (2.366428532819637) | > loss_disc_real_0: 0.1330917477607727 (0.11499492969663663) | > loss_disc_real_1: 0.23108528554439545 (0.19665806809033468) | > loss_disc_real_2: 0.2234179973602295 (0.21161322663912832) | > loss_disc_real_3: 0.22060252726078033 (0.2298325408121635) | > loss_disc_real_4: 0.20471695065498352 (0.23263104456937175) | > loss_disc_real_5: 0.208123579621315 (0.22406469936343446) | > loss_0: 2.380678176879883 (2.366428532819637) | > grad_norm_0: tensor(15.9871, device='cuda:0') (tensor(10.2817, device='cuda:0')) | > loss_gen: 2.472724437713623 (2.458102409867034) | > loss_kl: 1.9587531089782715 (1.9454649775877766) | > loss_feat: 7.27988338470459 (6.907450936306482) | > loss_mel: 17.757976531982422 (17.49768578321084) | > loss_duration: 2.0998761653900146 (2.0144391457239794) | > loss_1: 31.5692138671875 (30.823143246530115) | > grad_norm_1: tensor(245.9784, device='cuda:0') (tensor(110.6134, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.4062 (0.37723826539927513) | > loader_time: 0.0044 (0.00391621836300554)  --> TIME: 2024-06-11 19:01:02 -- STEP: 199/330 -- GLOBAL_STEP: 296100 | > loss_disc: 2.4875593185424805 (2.370262397593589) | > loss_disc_real_0: 0.1871291846036911 (0.11580768399801686) | > loss_disc_real_1: 0.17163121700286865 (0.19687257317741907) | > loss_disc_real_2: 0.20264512300491333 (0.21189927111318965) | > loss_disc_real_3: 0.25417450070381165 (0.23019301531901912) | > loss_disc_real_4: 0.2785509526729584 (0.23276228566265586) | > loss_disc_real_5: 0.24289391934871674 (0.22438535348853872) | > loss_0: 2.4875593185424805 (2.370262397593589) | > grad_norm_0: tensor(61.5346, device='cuda:0') (tensor(13.3586, device='cuda:0')) | > loss_gen: 2.630005121231079 (2.4645179995340305) | > loss_kl: 1.9461021423339844 (1.9539700674651257) | > loss_feat: 6.164913177490234 (6.926758260583159) | > loss_mel: 16.895000457763672 (17.482979597158764) | > loss_duration: 2.1344990730285645 (2.0226655419747455) | > loss_1: 29.770519256591797 (30.85089143915991) | > grad_norm_1: tensor(426.3040, device='cuda:0') (tensor(142.6398, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.3853 (0.3795103679350273) | > loader_time: 0.005 (0.004000920147153003)  --> TIME: 2024-06-11 19:01:12 -- STEP: 224/330 -- GLOBAL_STEP: 296125 | > loss_disc: 2.362736463546753 (2.374701075255871) | > loss_disc_real_0: 0.07191501557826996 (0.11830474035481789) | > loss_disc_real_1: 0.2152182161808014 (0.19716805432523996) | > loss_disc_real_2: 0.18457907438278198 (0.21206624599705853) | > loss_disc_real_3: 0.24567759037017822 (0.22992007168275969) | > loss_disc_real_4: 0.21758781373500824 (0.23255674334775125) | > loss_disc_real_5: 0.22253508865833282 (0.22469958909122006) | > loss_0: 2.362736463546753 (2.374701075255871) | > grad_norm_0: tensor(11.8178, device='cuda:0') (tensor(15.6811, device='cuda:0')) | > loss_gen: 2.524528980255127 (2.466744925294603) | > loss_kl: 1.9444502592086792 (1.9593141291822707) | > loss_feat: 7.119004726409912 (6.9272695162466595) | > loss_mel: 16.983030319213867 (17.429564620767316) | > loss_duration: 2.1303672790527344 (2.029851327517205) | > loss_1: 30.70138168334961 (30.81274448973792) | > grad_norm_1: tensor(368.9158, device='cuda:0') (tensor(164.2905, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.3981 (0.3819242077214377) | > loader_time: 0.0068 (0.004117809236049654)  --> TIME: 2024-06-11 19:01:23 -- STEP: 249/330 -- GLOBAL_STEP: 296150 | > loss_disc: 2.356576442718506 (2.3740801217565575) | > loss_disc_real_0: 0.11175934225320816 (0.11967119815418997) | > loss_disc_real_1: 0.2431858330965042 (0.19744736213521302) | > loss_disc_real_2: 0.19412273168563843 (0.2119931765947955) | > loss_disc_real_3: 0.22710296511650085 (0.23000558660212292) | > loss_disc_real_4: 0.2460326999425888 (0.23186421681599445) | > loss_disc_real_5: 0.2011113315820694 (0.2238956756261458) | > loss_0: 2.356576442718506 (2.3740801217565575) | > grad_norm_0: tensor(16.1434, device='cuda:0') (tensor(18.7012, device='cuda:0')) | > loss_gen: 2.2964541912078857 (2.4702574708854335) | > loss_kl: 1.8950597047805786 (1.962939962804557) | > loss_feat: 6.364908218383789 (6.916374591459711) | > loss_mel: 17.05108642578125 (17.3885529874319) | > loss_duration: 2.10188627243042 (2.038030404642406) | > loss_1: 29.709394454956055 (30.77615537988134) | > grad_norm_1: tensor(187.6953, device='cuda:0') (tensor(185.2207, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.426 (0.3859304634921522) | > loader_time: 0.0057 (0.0042455780458258855)  --> TIME: 2024-06-11 19:01:34 -- STEP: 274/330 -- GLOBAL_STEP: 296175 | > loss_disc: 2.5318872928619385 (2.3750643738864983) | > loss_disc_real_0: 0.12837104499340057 (0.1197610127528871) | > loss_disc_real_1: 0.2948618233203888 (0.19777745894924564) | > loss_disc_real_2: 0.2183331996202469 (0.21187832249994695) | > loss_disc_real_3: 0.28037145733833313 (0.23042024546948664) | > loss_disc_real_4: 0.2517535984516144 (0.23202461107586422) | > loss_disc_real_5: 0.27734726667404175 (0.2240659766388636) | > loss_0: 2.5318872928619385 (2.3750643738864983) | > grad_norm_0: tensor(44.4240, device='cuda:0') (tensor(20.4637, device='cuda:0')) | > loss_gen: 2.3214848041534424 (2.4710265119580455) | > loss_kl: 2.0664608478546143 (1.9673241263758527) | > loss_feat: 6.307342529296875 (6.919369655804043) | > loss_mel: 15.529607772827148 (17.34250263924146) | > loss_duration: 2.1259074211120605 (2.046322467118286) | > loss_1: 28.350805282592773 (30.74654536003614) | > grad_norm_1: tensor(218.5276, device='cuda:0') (tensor(209.2374, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.4662 (0.39083465955553265) | > loader_time: 0.0064 (0.004406731494151765)  --> TIME: 2024-06-11 19:01:46 -- STEP: 299/330 -- GLOBAL_STEP: 296200 | > loss_disc: 2.260624408721924 (2.3763611715374178) | > loss_disc_real_0: 0.12706135213375092 (0.12044548399023787) | > loss_disc_real_1: 0.1924760788679123 (0.19810757723739716) | > loss_disc_real_2: 0.20872610807418823 (0.21181220912614396) | > loss_disc_real_3: 0.21290142834186554 (0.23023945701162155) | > loss_disc_real_4: 0.2093178778886795 (0.2320141735981938) | > loss_disc_real_5: 0.20307962596416473 (0.22385008473659443) | > loss_0: 2.260624408721924 (2.3763611715374178) | > grad_norm_0: tensor(49.7992, device='cuda:0') (tensor(21.6435, device='cuda:0')) | > loss_gen: 2.4493114948272705 (2.467680614528847) | > loss_kl: 2.0788888931274414 (1.9718082860162027) | > loss_feat: 7.681907653808594 (6.939868177458594) | > loss_mel: 17.305253982543945 (17.314016485692665) | > loss_duration: 2.2087526321411133 (2.0567710196294122) | > loss_1: 31.724117279052734 (30.750144562992364) | > grad_norm_1: tensor(623.3312, device='cuda:0') (tensor(222.6568, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.4686 (0.3966190065428566) | > loader_time: 0.0066 (0.004559423612511678)  --> TIME: 2024-06-11 19:02:00 -- STEP: 324/330 -- GLOBAL_STEP: 296225 | > loss_disc: 2.4036526679992676 (2.3772474564151995) | > loss_disc_real_0: 0.12765851616859436 (0.12152019845620718) | > loss_disc_real_1: 0.21014279127120972 (0.1984157900291461) | > loss_disc_real_2: 0.18927180767059326 (0.2116631170573794) | > loss_disc_real_3: 0.23698003590106964 (0.23038352533806988) | > loss_disc_real_4: 0.25002071261405945 (0.23213479442544926) | > loss_disc_real_5: 0.2169010490179062 (0.22393788852625426) | > loss_0: 2.4036526679992676 (2.3772474564151995) | > grad_norm_0: tensor(32.9193, device='cuda:0') (tensor(22.7945, device='cuda:0')) | > loss_gen: 2.2671821117401123 (2.4679716788692216) | > loss_kl: 2.2422139644622803 (1.979243532007123) | > loss_feat: 10.736681938171387 (7.004258626773034) | > loss_mel: 18.615066528320312 (17.292025271757154) | > loss_duration: 2.2785942554473877 (2.07143431644381) | > loss_1: 36.139739990234375 (30.814933370660853) | > grad_norm_1: tensor(381.9791, device='cuda:0') (tensor(237.3712, device='cuda:0')) | > current_lr_0: 0.00018485328275814956 | > current_lr_1: 0.00018485328275814956 | > step_time: 0.5929 (0.4075319708129508) | > loader_time: 0.0093 (0.004788964618871245)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4354445934295654 (2.4354445934295654) | > loss_disc_real_0: 0.11065889149904251 (0.11065889149904251) | > loss_disc_real_1: 0.2804596424102783 (0.2804596424102783) | > loss_disc_real_2: 0.27822279930114746 (0.27822279930114746) | > loss_disc_real_3: 0.21327555179595947 (0.21327555179595947) | > loss_disc_real_4: 0.2884102463722229 (0.2884102463722229) | > loss_disc_real_5: 0.2350432276725769 (0.2350432276725769) | > loss_0: 2.4354445934295654 (2.4354445934295654) | > loss_gen: 2.782607078552246 (2.782607078552246) | > loss_kl: 3.118802309036255 (3.118802309036255) | > loss_feat: 8.065725326538086 (8.065725326538086) | > loss_mel: 18.995864868164062 (18.995864868164062) | > loss_duration: 3.0503134727478027 (3.0503134727478027) | > loss_1: 36.01331329345703 (36.01331329345703)  --> STEP: 1 | > loss_disc: 2.5689353942871094 (2.5689353942871094) | > loss_disc_real_0: 0.05766664072871208 (0.05766664072871208) | > loss_disc_real_1: 0.19678808748722076 (0.19678808748722076) | > loss_disc_real_2: 0.21027447283267975 (0.21027447283267975) | > loss_disc_real_3: 0.28481802344322205 (0.28481802344322205) | > loss_disc_real_4: 0.3610530495643616 (0.3610530495643616) | > loss_disc_real_5: 0.4021880626678467 (0.4021880626678467) | > loss_0: 2.5689353942871094 (2.5689353942871094) | > loss_gen: 2.4766759872436523 (2.4766759872436523) | > loss_kl: 2.6913998126983643 (2.6913998126983643) | > loss_feat: 6.1477532386779785 (6.1477532386779785) | > loss_mel: 19.183372497558594 (19.183372497558594) | > loss_duration: 2.414675712585449 (2.414675712585449) | > loss_1: 32.91387939453125 (32.91387939453125)  --> STEP: 2 | > loss_disc: 2.3486359119415283 (2.458785653114319) | > loss_disc_real_0: 0.05612517148256302 (0.05689590610563755) | > loss_disc_real_1: 0.21057859063148499 (0.20368333905935287) | > loss_disc_real_2: 0.2900967001914978 (0.2501855865120888) | > loss_disc_real_3: 0.2775782644748688 (0.2811981439590454) | > loss_disc_real_4: 0.28158295154571533 (0.32131800055503845) | > loss_disc_real_5: 0.27836865186691284 (0.34027835726737976) | > loss_0: 2.3486359119415283 (2.458785653114319) | > loss_gen: 2.7322916984558105 (2.6044838428497314) | > loss_kl: 3.4960455894470215 (3.093722701072693) | > loss_feat: 7.152827739715576 (6.650290489196777) | > loss_mel: 19.798946380615234 (19.491159439086914) | > loss_duration: 2.521719455718994 (2.4681975841522217) | > loss_1: 35.70183181762695 (34.3078556060791)  --> STEP: 3 | > loss_disc: 2.4210095405578613 (2.4461936155954995) | > loss_disc_real_0: 0.23093998432159424 (0.11491059884428978) | > loss_disc_real_1: 0.2765430212020874 (0.22796989977359772) | > loss_disc_real_2: 0.25658491253852844 (0.25231869518756866) | > loss_disc_real_3: 0.24251578748226166 (0.2683040251334508) | > loss_disc_real_4: 0.2747972905635834 (0.3058110972245534) | > loss_disc_real_5: 0.2608585059642792 (0.31380507349967957) | > loss_0: 2.4210095405578613 (2.4461936155954995) | > loss_gen: 2.8643341064453125 (2.691100597381592) | > loss_kl: 3.1145758628845215 (3.1006737550099692) | > loss_feat: 5.752715110778809 (6.351098696390788) | > loss_mel: 19.116615295410156 (19.36631139119466) | > loss_duration: 2.3187191486358643 (2.4183714389801025) | > loss_1: 33.16695785522461 (33.92755635579427)  --> STEP: 4 | > loss_disc: 2.3701109886169434 (2.4271729588508606) | > loss_disc_real_0: 0.12117864191532135 (0.11647760961204767) | > loss_disc_real_1: 0.28369230031967163 (0.2419004999101162) | > loss_disc_real_2: 0.2123754620552063 (0.24233288690447807) | > loss_disc_real_3: 0.1994205117225647 (0.2510831467807293) | > loss_disc_real_4: 0.19380077719688416 (0.2778085172176361) | > loss_disc_real_5: 0.23172514140605927 (0.2932850904762745) | > loss_0: 2.3701109886169434 (2.4271729588508606) | > loss_gen: 2.452165126800537 (2.631366729736328) | > loss_kl: 4.06110143661499 (3.3407806754112244) | > loss_feat: 6.245889663696289 (6.324796438217163) | > loss_mel: 18.822830200195312 (19.230441093444824) | > loss_duration: 2.395756721496582 (2.4127177596092224) | > loss_1: 33.977745056152344 (33.94010353088379)  --> STEP: 5 | > loss_disc: 2.259018898010254 (2.3935421466827393) | > loss_disc_real_0: 0.13392984867095947 (0.11996805742383003) | > loss_disc_real_1: 0.26164737343788147 (0.24584987461566926) | > loss_disc_real_2: 0.21914467215538025 (0.23769524395465852) | > loss_disc_real_3: 0.20593613386154175 (0.2420537441968918) | > loss_disc_real_4: 0.2430461049079895 (0.2708560347557068) | > loss_disc_real_5: 0.22618286311626434 (0.27986464500427244) | > loss_0: 2.259018898010254 (2.3935421466827393) | > loss_gen: 2.6990394592285156 (2.6449012756347656) | > loss_kl: 2.6810529232025146 (3.2088351249694824) | > loss_feat: 5.281277179718018 (6.116092586517334) | > loss_mel: 19.205942153930664 (19.22554130554199) | > loss_duration: 2.389246940612793 (2.4080235958099365) | > loss_1: 32.25655746459961 (33.60339431762695)  --> STEP: 6 | > loss_disc: 2.4992291927337646 (2.41115665435791) | > loss_disc_real_0: 0.14952723681926727 (0.12489458732306957) | > loss_disc_real_1: 0.2624688744544983 (0.24861970792214075) | > loss_disc_real_2: 0.2666424810886383 (0.24251978347698847) | > loss_disc_real_3: 0.2444661557674408 (0.24245581279198328) | > loss_disc_real_4: 0.2499723583459854 (0.2673754220207532) | > loss_disc_real_5: 0.20736585557460785 (0.2677815134326617) | > loss_0: 2.4992291927337646 (2.41115665435791) | > loss_gen: 2.2211780548095703 (2.5742807388305664) | > loss_kl: 2.8466973304748535 (3.1484788258870444) | > loss_feat: 4.947714805603027 (5.921362956364949) | > loss_mel: 18.33949089050293 (19.077866236368816) | > loss_duration: 2.2005648612976074 (2.373447140057882) | > loss_1: 30.555646896362305 (33.09543641408285)  --> STEP: 7 | > loss_disc: 2.165156364440918 (2.37601375579834) | > loss_disc_real_0: 0.12631967663764954 (0.12509817151086672) | > loss_disc_real_1: 0.2306312918663025 (0.24604993419987814) | > loss_disc_real_2: 0.2571961283683777 (0.24461640417575836) | > loss_disc_real_3: 0.19580867886543274 (0.23579193651676178) | > loss_disc_real_4: 0.18358904123306274 (0.25540593905108316) | > loss_disc_real_5: 0.2091229110956192 (0.2594017130987985) | > loss_0: 2.165156364440918 (2.37601375579834) | > loss_gen: 2.655592918395996 (2.585896764482771) | > loss_kl: 3.919551134109497 (3.258632012775966) | > loss_feat: 6.036465167999268 (5.937806129455566) | > loss_mel: 18.786325454711914 (19.036217553274973) | > loss_duration: 2.503373622894287 (2.392008066177368) | > loss_1: 33.90130615234375 (33.21056066240583)  --> STEP: 8 | > loss_disc: 2.5237843990325928 (2.3944850862026215) | > loss_disc_real_0: 0.12142191082239151 (0.12463863892480731) | > loss_disc_real_1: 0.35540053248405457 (0.2597187589854002) | > loss_disc_real_2: 0.208341583609581 (0.2400820516049862) | > loss_disc_real_3: 0.27235740423202515 (0.2403626199811697) | > loss_disc_real_4: 0.2267623394727707 (0.2518254891037941) | > loss_disc_real_5: 0.2739228904247284 (0.2612168602645397) | > loss_0: 2.5237843990325928 (2.3944850862026215) | > loss_gen: 2.9474527835845947 (2.6310912668704987) | > loss_kl: 3.298452377319336 (3.2636095583438873) | > loss_feat: 9.187113761901855 (6.3439695835113525) | > loss_mel: 18.718374252319336 (18.996487140655518) | > loss_duration: 2.2932252883911133 (2.3796602189540863) | > loss_1: 36.444618225097656 (33.61481785774231)  --> STEP: 9 | > loss_disc: 2.3013274669647217 (2.3841342396206326) | > loss_disc_real_0: 0.14271460473537445 (0.12664707957042587) | > loss_disc_real_1: 0.28715085983276367 (0.2627667701906628) | > loss_disc_real_2: 0.23389019072055817 (0.23939406706227195) | > loss_disc_real_3: 0.3298742473125458 (0.2503083563513226) | > loss_disc_real_4: 0.2220473289489746 (0.24851680464214748) | > loss_disc_real_5: 0.18065610527992249 (0.25226566526624894) | > loss_0: 2.3013274669647217 (2.3841342396206326) | > loss_gen: 2.8752896785736084 (2.6582244237264) | > loss_kl: 2.084286689758301 (3.1325736840566) | > loss_feat: 10.461442947387695 (6.801466623942058) | > loss_mel: 20.057870864868164 (19.114418665568035) | > loss_duration: 2.091520309448242 (2.347644673453437) | > loss_1: 37.570411682128906 (34.054328282674156)  --> STEP: 10 | > loss_disc: 2.641140937805176 (2.4098349094390867) | > loss_disc_real_0: 0.18867909908294678 (0.13285028152167797) | > loss_disc_real_1: 0.26215001940727234 (0.26270509511232376) | > loss_disc_real_2: 0.2614375650882721 (0.241598416864872) | > loss_disc_real_3: 0.30665770173072815 (0.25594329088926315) | > loss_disc_real_4: 0.3066546618938446 (0.2543305903673172) | > loss_disc_real_5: 0.3355361223220825 (0.2605927109718323) | > loss_0: 2.641140937805176 (2.4098349094390867) | > loss_gen: 2.6214256286621094 (2.654544544219971) | > loss_kl: 2.725224256515503 (3.09183874130249) | > loss_feat: 5.920072555541992 (6.713327217102051) | > loss_mel: 17.069753646850586 (18.90995216369629) | > loss_duration: 2.3448708057403564 (2.347367286682129) | > loss_1: 30.681346893310547 (33.717030143737794)  --> STEP: 11 | > loss_disc: 2.496537208557129 (2.4177169366316362) | > loss_disc_real_0: 0.1493438333272934 (0.13434969532218846) | > loss_disc_real_1: 0.3226679265499115 (0.2681562616066499) | > loss_disc_real_2: 0.25352761149406433 (0.24268288910388947) | > loss_disc_real_3: 0.30939605832099915 (0.2608026333830573) | > loss_disc_real_4: 0.29770922660827637 (0.25827410275285895) | > loss_disc_real_5: 0.3183635175228119 (0.2658446024764668) | > loss_0: 2.496537208557129 (2.4177169366316362) | > loss_gen: 2.778109312057495 (2.665777704932473) | > loss_kl: 3.4456863403320312 (3.1240067048506304) | > loss_feat: 6.487995147705078 (6.692842483520508) | > loss_mel: 16.984386444091797 (18.734900734641336) | > loss_duration: 2.51206636428833 (2.3623399301008745) | > loss_1: 32.20824432373047 (33.5798677964644)  --> STEP: 12 | > loss_disc: 2.3180432319641113 (2.4094107945760093) | > loss_disc_real_0: 0.13586801290512085 (0.13447622178743282) | > loss_disc_real_1: 0.23267170786857605 (0.2651992154618104) | > loss_disc_real_2: 0.22341330349445343 (0.24107709030310312) | > loss_disc_real_3: 0.21856039762496948 (0.25728244706988335) | > loss_disc_real_4: 0.2287074476480484 (0.2558102148274581) | > loss_disc_real_5: 0.28331437706947327 (0.267300417025884) | > loss_0: 2.3180432319641113 (2.4094107945760093) | > loss_gen: 2.7801809310913086 (2.6753113071123757) | > loss_kl: 2.753523111343384 (3.0931330720583596) | > loss_feat: 6.257833957672119 (6.656591773033142) | > loss_mel: 17.616317749023438 (18.641685485839844) | > loss_duration: 2.24053955078125 (2.3521898984909058) | > loss_1: 31.648395538330078 (33.41891177495321)  --> STEP: 13 | > loss_disc: 2.6105997562408447 (2.424886868550227) | > loss_disc_real_0: 0.16115786135196686 (0.13652865560008928) | > loss_disc_real_1: 0.2683866024017334 (0.2654443990725737) | > loss_disc_real_2: 0.282706618309021 (0.24427936168817374) | > loss_disc_real_3: 0.28066450357437134 (0.2590810668009978) | > loss_disc_real_4: 0.29696008563041687 (0.25897558950460875) | > loss_disc_real_5: 0.28143784403800964 (0.26838791141143215) | > loss_0: 2.6105997562408447 (2.424886868550227) | > loss_gen: 2.544837713241577 (2.665274876814622) | > loss_kl: 2.716360569000244 (3.06415057182312) | > loss_feat: 6.421236038208008 (6.638487485738901) | > loss_mel: 15.768070220947266 (18.420638157771183) | > loss_duration: 2.278608798980713 (2.3465298139131985) | > loss_1: 29.72911262512207 (33.13508107112004)  --> STEP: 14 | > loss_disc: 2.550464630126953 (2.4338567086628506) | > loss_disc_real_0: 0.11086826026439667 (0.13469577021896836) | > loss_disc_real_1: 0.25411540269851685 (0.26463518504585537) | > loss_disc_real_2: 0.25682100653648376 (0.24517519346305303) | > loss_disc_real_3: 0.2610972821712494 (0.25922508218458723) | > loss_disc_real_4: 0.32240551710128784 (0.26350629861865726) | > loss_disc_real_5: 0.2723996937274933 (0.2686744672911508) | > loss_0: 2.550464630126953 (2.4338567086628506) | > loss_gen: 2.5854897499084473 (2.659575939178467) | > loss_kl: 3.65547251701355 (3.1063878536224365) | > loss_feat: 5.308741092681885 (6.543505600520542) | > loss_mel: 18.511255264282227 (18.427110808236257) | > loss_duration: 2.384552001953125 (2.349245684487479) | > loss_1: 32.44551086425781 (33.08582605634417)  --> STEP: 15 | > loss_disc: 2.284994602203369 (2.4239325682322184) | > loss_disc_real_0: 0.13106049597263336 (0.13445341860254603) | > loss_disc_real_1: 0.24352148175239563 (0.26322760482629143) | > loss_disc_real_2: 0.1953463852405548 (0.24185327291488648) | > loss_disc_real_3: 0.2141249179840088 (0.25621840457121536) | > loss_disc_real_4: 0.19830413162708282 (0.25915948748588563) | > loss_disc_real_5: 0.15064679086208344 (0.260805955529213) | > loss_0: 2.284994602203369 (2.4239325682322184) | > loss_gen: 2.5014142990112305 (2.6490318298339846) | > loss_kl: 3.716639757156372 (3.1470713138580324) | > loss_feat: 6.386867523193359 (6.533063062032064) | > loss_mel: 17.665063858032227 (18.376307678222656) | > loss_duration: 2.377833604812622 (2.3511515458424888) | > loss_1: 32.64781951904297 (33.05662562052409)  --> STEP: 16 | > loss_disc: 2.2833821773529053 (2.4151481688022614) | > loss_disc_real_0: 0.13327300548553467 (0.13437964278273282) | > loss_disc_real_1: 0.21396055817604065 (0.26014841441065073) | > loss_disc_real_2: 0.28797098994255066 (0.2447356302291155) | > loss_disc_real_3: 0.24266046285629272 (0.2553710332140327) | > loss_disc_real_4: 0.24036157131195068 (0.2579846177250147) | > loss_disc_real_5: 0.2740504741668701 (0.2616337379440665) | > loss_0: 2.2833821773529053 (2.4151481688022614) | > loss_gen: 2.987962245941162 (2.670214980840683) | > loss_kl: 2.7613203525543213 (3.1229618787765503) | > loss_feat: 7.693792343139648 (6.605608642101288) | > loss_mel: 16.52955436706543 (18.26088559627533) | > loss_duration: 2.4072136878967285 (2.3546554297208786) | > loss_1: 32.379844665527344 (33.01432681083679)  --> STEP: 17 | > loss_disc: 2.4939513206481934 (2.4197836483226105) | > loss_disc_real_0: 0.22486618161201477 (0.13970238036092586) | > loss_disc_real_1: 0.28002917766571045 (0.2613178710727131) | > loss_disc_real_2: 0.31944987177848816 (0.2491305856143727) | > loss_disc_real_3: 0.23901230096817017 (0.254408754846629) | > loss_disc_real_4: 0.23036551475524902 (0.2563599646091461) | > loss_disc_real_5: 0.2652636766433716 (0.261847263749908) | > loss_0: 2.4939513206481934 (2.4197836483226105) | > loss_gen: 2.7790687084198 (2.6766181412865135) | > loss_kl: 2.135981798171997 (3.0649042269762825) | > loss_feat: 5.101456165313721 (6.517129084643195) | > loss_mel: 16.05514907836914 (18.131136389339673) | > loss_duration: 2.427192211151123 (2.3589222992167755) | > loss_1: 28.49884796142578 (32.74871040793026)  --> STEP: 18 | > loss_disc: 2.377312660217285 (2.4174241489834256) | > loss_disc_real_0: 0.07364175468683243 (0.136032345601254) | > loss_disc_real_1: 0.24501818418502808 (0.2604123329122861) | > loss_disc_real_2: 0.1767071783542633 (0.24510706298881108) | > loss_disc_real_3: 0.30632224678993225 (0.2572928377323681) | > loss_disc_real_4: 0.19262924790382385 (0.25281936923662823) | > loss_disc_real_5: 0.27069413661956787 (0.2623387566871113) | > loss_0: 2.377312660217285 (2.4174241489834256) | > loss_gen: 2.4845967292785645 (2.6659502850638495) | > loss_kl: 2.9622271060943604 (3.0591999424828424) | > loss_feat: 8.499865531921387 (6.627281109491984) | > loss_mel: 20.344993591308594 (18.254128456115723) | > loss_duration: 2.2502992153167725 (2.352887683444553) | > loss_1: 36.5419807434082 (32.959447648790146)  --> STEP: 19 | > loss_disc: 2.4547550678253174 (2.4193889341856303) | > loss_disc_real_0: 0.12881559133529663 (0.1356525164293615) | > loss_disc_real_1: 0.24136656522750854 (0.2594099240867715) | > loss_disc_real_2: 0.22159640491008759 (0.24386965993203616) | > loss_disc_real_3: 0.22452135384082794 (0.25556802279070806) | > loss_disc_real_4: 0.20479026436805725 (0.2502915216119666) | > loss_disc_real_5: 0.24361640214920044 (0.2613533696061687) | > loss_0: 2.4547550678253174 (2.4193889341856303) | > loss_gen: 2.3564846515655518 (2.6496626201428866) | > loss_kl: 1.943984031677246 (3.000504368229916) | > loss_feat: 9.194596290588379 (6.762402961128636) | > loss_mel: 18.5534610748291 (18.26988280446906) | > loss_duration: 2.350033760070801 (2.3527374769511975) | > loss_1: 34.3985595703125 (33.03519038150185)  --> STEP: 20 | > loss_disc: 2.5234615802764893 (2.4245925664901735) | > loss_disc_real_0: 0.15133173763751984 (0.13643647748976942) | > loss_disc_real_1: 0.27445894479751587 (0.2601623751223087) | > loss_disc_real_2: 0.29724377393722534 (0.24653836563229561) | > loss_disc_real_3: 0.25265517830848694 (0.255422380566597) | > loss_disc_real_4: 0.24100956320762634 (0.24982742369174957) | > loss_disc_real_5: 0.25769200921058655 (0.2611703015863896) | > loss_0: 2.5234615802764893 (2.4245925664901735) | > loss_gen: 2.459441661834717 (2.640151572227478) | > loss_kl: 2.3729023933410645 (2.969124269485474) | > loss_feat: 5.458939075469971 (6.6972297668457035) | > loss_mel: 17.622045516967773 (18.237490940093995) | > loss_duration: 2.3171029090881348 (2.3509557485580443) | > loss_1: 30.230432510375977 (32.89495248794556)  --> STEP: 21 | > loss_disc: 2.4192874431610107 (2.424339941569737) | > loss_disc_real_0: 0.1677691638469696 (0.13792851017344562) | > loss_disc_real_1: 0.2910305857658386 (0.26163228991485776) | > loss_disc_real_2: 0.3205508887767792 (0.2500627714963186) | > loss_disc_real_3: 0.23197469115257263 (0.2543058239278339) | > loss_disc_real_4: 0.23965203762054443 (0.24934288149788267) | > loss_disc_real_5: 0.23477713763713837 (0.25991348425547284) | > loss_0: 2.4192874431610107 (2.424339941569737) | > loss_gen: 2.650224208831787 (2.640631221589588) | > loss_kl: 3.2928075790405273 (2.9845377604166665) | > loss_feat: 5.970617294311523 (6.662629172915504) | > loss_mel: 15.30324935913086 (18.09776515052432) | > loss_duration: 2.163562774658203 (2.342032273610433) | > loss_1: 29.380460739135742 (32.72759573800223)  --> STEP: 22 | > loss_disc: 2.2621188163757324 (2.4169662540609185) | > loss_disc_real_0: 0.1405572146177292 (0.13804799673909487) | > loss_disc_real_1: 0.2520189583301544 (0.26119532029737125) | > loss_disc_real_2: 0.2362803816795349 (0.24943629923191937) | > loss_disc_real_3: 0.22562049329280853 (0.2530019452626055) | > loss_disc_real_4: 0.23579394817352295 (0.24872702089222995) | > loss_disc_real_5: 0.2868930697441101 (0.2611398290504109) | > loss_0: 2.2621188163757324 (2.4169662540609185) | > loss_gen: 2.8311567306518555 (2.6492914720015093) | > loss_kl: 2.350693464279175 (2.9557266560467808) | > loss_feat: 7.448141574859619 (6.698334282094782) | > loss_mel: 18.690290451049805 (18.124698118730024) | > loss_duration: 2.2222299575805664 (2.3365867137908936) | > loss_1: 33.542510986328125 (32.76463734019886)  --> STEP: 23 | > loss_disc: 2.458540201187134 (2.4187738169794497) | > loss_disc_real_0: 0.22287273406982422 (0.14173602879695266) | > loss_disc_real_1: 0.22317299246788025 (0.2595421756091325) | > loss_disc_real_2: 0.28450658917427063 (0.2509610944468042) | > loss_disc_real_3: 0.2612787187099457 (0.2533618049777072) | > loss_disc_real_4: 0.2670327425003052 (0.24952292183171149) | > loss_disc_real_5: 0.34389474987983704 (0.2647378690864729) | > loss_0: 2.458540201187134 (2.4187738169794497) | > loss_gen: 2.8677573204040527 (2.658789987149446) | > loss_kl: 2.773502826690674 (2.9478038808573848) | > loss_feat: 5.981313705444336 (6.667159474414328) | > loss_mel: 17.19449234008789 (18.084254389223844) | > loss_duration: 2.2903356552124023 (2.3345757982005244) | > loss_1: 31.107402801513672 (32.69258366460385)  --> STEP: 24 | > loss_disc: 2.3085014820098877 (2.414179136355718) | > loss_disc_real_0: 0.18153908848762512 (0.14339448961739734) | > loss_disc_real_1: 0.24360431730747223 (0.25887809817989665) | > loss_disc_real_2: 0.24133840203285217 (0.2505601489295562) | > loss_disc_real_3: 0.29591068625450134 (0.255134675030907) | > loss_disc_real_4: 0.25448399782180786 (0.24972963333129883) | > loss_disc_real_5: 0.2253509759902954 (0.26309674854079884) | > loss_0: 2.3085014820098877 (2.414179136355718) | > loss_gen: 2.9059133529663086 (2.6690867940584817) | > loss_kl: 2.9393842220306396 (2.9474530617396035) | > loss_feat: 6.69642972946167 (6.668379068374634) | > loss_mel: 17.010072708129883 (18.039496819178265) | > loss_duration: 2.452765464782715 (2.339500367641449) | > loss_1: 32.00456619262695 (32.66391626993815)  --> STEP: 25 | > loss_disc: 2.50160551071167 (2.417676191329956) | > loss_disc_real_0: 0.1425550878047943 (0.14336091354489322) | > loss_disc_real_1: 0.2635416090488434 (0.25906463861465456) | > loss_disc_real_2: 0.2369074821472168 (0.2500140422582626) | > loss_disc_real_3: 0.3120351731777191 (0.2574106949567795) | > loss_disc_real_4: 0.2856596112251282 (0.251166832447052) | > loss_disc_real_5: 0.3015372157096863 (0.26463436722755435) | > loss_0: 2.50160551071167 (2.417676191329956) | > loss_gen: 2.564683437347412 (2.664910659790039) | > loss_kl: 2.632439136505127 (2.9348525047302245) | > loss_feat: 5.750523567199707 (6.631664848327636) | > loss_mel: 16.942707061767578 (17.995625228881835) | > loss_duration: 2.373269557952881 (2.340851135253906) | > loss_1: 30.26362419128418 (32.56790458679199)  --> STEP: 26 | > loss_disc: 2.7887399196624756 (2.431947873188899) | > loss_disc_real_0: 0.19164301455020905 (0.14521791742971307) | > loss_disc_real_1: 0.4688038229942322 (0.2671315303215614) | > loss_disc_real_2: 0.25084227323532104 (0.2500458972958418) | > loss_disc_real_3: 0.17920911312103271 (0.25440294180925077) | > loss_disc_real_4: 0.1806611269712448 (0.24845507454413635) | > loss_disc_real_5: 0.16616249084472656 (0.2608469873666764) | > loss_0: 2.7887399196624756 (2.431947873188899) | > loss_gen: 2.0225682258605957 (2.6402051815619836) | > loss_kl: 2.3234355449676514 (2.9113364678162794) | > loss_feat: 7.231340408325195 (6.654729292942927) | > loss_mel: 19.4842529296875 (18.052880140451286) | > loss_duration: 2.303046464920044 (2.339397109471834) | > loss_1: 33.36464309692383 (32.59854837564321) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023708526904766374 (-9.881533109224773e-05) | > avg_loss_disc: 2.431947873188899 (+0.02064911218789911) | > avg_loss_disc_real_0: 0.14521791742971307 (-0.02387686059452024) | > avg_loss_disc_real_1: 0.2671315303215614 (+0.08072169526265219) | > avg_loss_disc_real_2: 0.2500458972958418 (+0.040811929565209626) | > avg_loss_disc_real_3: 0.25440294180925077 (+0.004117839038371984) | > avg_loss_disc_real_4: 0.24845507454413635 (+0.013755350158764779) | > avg_loss_disc_real_5: 0.2608469873666764 (+0.020931759132788774) | > avg_loss_0: 2.431947873188899 (+0.02064911218789911) | > avg_loss_gen: 2.6402051815619836 (+0.20098825601431036) | > avg_loss_kl: 2.9113364678162794 (-0.057063978451949104) | > avg_loss_feat: 6.654729292942927 (-0.13023391136756324) | > avg_loss_mel: 18.052880140451286 (+0.5562912867619438) | > avg_loss_duration: 2.339397109471834 (-0.002222831432636241) | > avg_loss_1: 32.59854837564321 (+0.5677589269784704)  > EPOCH: 631/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:02:21)   --> TIME: 2024-06-11 19:02:30 -- STEP: 19/330 -- GLOBAL_STEP: 296250 | > loss_disc: 2.286433219909668 (2.356446291271009) | > loss_disc_real_0: 0.10233251750469208 (0.09784880672630511) | > loss_disc_real_1: 0.21028676629066467 (0.20779101236870415) | > loss_disc_real_2: 0.19887427985668182 (0.21167696149725662) | > loss_disc_real_3: 0.20755572617053986 (0.23233651644305178) | > loss_disc_real_4: 0.20644664764404297 (0.23301493180425545) | > loss_disc_real_5: 0.20931527018547058 (0.224693899876193) | > loss_0: 2.286433219909668 (2.356446291271009) | > grad_norm_0: tensor(13.6767, device='cuda:0') (tensor(7.3268, device='cuda:0')) | > loss_gen: 2.4286975860595703 (2.4757446364352576) | > loss_kl: 1.9195255041122437 (1.868545689080891) | > loss_feat: 7.886870861053467 (7.02072030619571) | > loss_mel: 17.75235939025879 (17.832049620778935) | > loss_duration: 1.9829795360565186 (2.077391825224224) | > loss_1: 31.97043228149414 (31.274451607152034) | > grad_norm_1: tensor(84.8643, device='cuda:0') (tensor(74.2917, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3603 (0.36318007268403707) | > loader_time: 0.0029 (0.00315278454830772)  --> TIME: 2024-06-11 19:02:39 -- STEP: 44/330 -- GLOBAL_STEP: 296275 | > loss_disc: 2.376277208328247 (2.358840308406136) | > loss_disc_real_0: 0.09499847888946533 (0.10296435823494737) | > loss_disc_real_1: 0.18742692470550537 (0.2017089822752909) | > loss_disc_real_2: 0.216410830616951 (0.21233691105788405) | > loss_disc_real_3: 0.2255444973707199 (0.2292596816339276) | > loss_disc_real_4: 0.236183762550354 (0.23036507178436627) | > loss_disc_real_5: 0.21748971939086914 (0.22320754216475922) | > loss_0: 2.376277208328247 (2.358840308406136) | > grad_norm_0: tensor(16.4142, device='cuda:0') (tensor(8.3064, device='cuda:0')) | > loss_gen: 2.4509339332580566 (2.4613716277209194) | > loss_kl: 2.2659947872161865 (1.9086492630568417) | > loss_feat: 8.088635444641113 (6.9707583514126865) | > loss_mel: 18.535999298095703 (17.71406455473467) | > loss_duration: 1.9288103580474854 (2.023638454350559) | > loss_1: 33.2703742980957 (31.078481890938498) | > grad_norm_1: tensor(47.9845, device='cuda:0') (tensor(89.1792, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3686 (0.36249125545675104) | > loader_time: 0.004 (0.003412463448264382)  --> TIME: 2024-06-11 19:02:48 -- STEP: 69/330 -- GLOBAL_STEP: 296300 | > loss_disc: 2.3544881343841553 (2.350925051647684) | > loss_disc_real_0: 0.09556954354047775 (0.10430375810550607) | > loss_disc_real_1: 0.2640124559402466 (0.19879288906636444) | > loss_disc_real_2: 0.22047436237335205 (0.2103325834740763) | > loss_disc_real_3: 0.2337390035390854 (0.22807847913624585) | > loss_disc_real_4: 0.21497417986392975 (0.23099036363587863) | > loss_disc_real_5: 0.21204760670661926 (0.22249067995859229) | > loss_0: 2.3544881343841553 (2.350925051647684) | > grad_norm_0: tensor(11.0208, device='cuda:0') (tensor(9.1275, device='cuda:0')) | > loss_gen: 2.6075363159179688 (2.4754276275634766) | > loss_kl: 1.799682378768921 (1.9119651680407317) | > loss_feat: 7.318584442138672 (7.004788675170014) | > loss_mel: 17.221111297607422 (17.649571570797246) | > loss_duration: 1.926262378692627 (2.007000290829203) | > loss_1: 30.87317657470703 (31.04875310262044) | > grad_norm_1: tensor(120.1775, device='cuda:0') (tensor(94.7422, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3661 (0.36342081125231757) | > loader_time: 0.0035 (0.003479567126951356)  --> TIME: 2024-06-11 19:02:58 -- STEP: 94/330 -- GLOBAL_STEP: 296325 | > loss_disc: 2.364201784133911 (2.359326672046742) | > loss_disc_real_0: 0.10482659935951233 (0.10698138779782235) | > loss_disc_real_1: 0.20784293115139008 (0.19898681643795457) | > loss_disc_real_2: 0.201272651553154 (0.21245873243884839) | > loss_disc_real_3: 0.2618870139122009 (0.22971329758775996) | > loss_disc_real_4: 0.22905561327934265 (0.23117940238815674) | > loss_disc_real_5: 0.2178654968738556 (0.22308433246105275) | > loss_0: 2.364201784133911 (2.359326672046742) | > grad_norm_0: tensor(6.0260, device='cuda:0') (tensor(8.8139, device='cuda:0')) | > loss_gen: 2.676248550415039 (2.4681236743927006) | > loss_kl: 1.8959752321243286 (1.9311681415172333) | > loss_feat: 6.896551132202148 (6.9416103921038035) | > loss_mel: 18.15991973876953 (17.55949363302677) | > loss_duration: 2.026249647140503 (2.003566225792499) | > loss_1: 31.654943466186523 (30.90396185124174) | > grad_norm_1: tensor(63.9372, device='cuda:0') (tensor(88.8915, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3741 (0.36411728250219466) | > loader_time: 0.0036 (0.0035475720750524644)  --> TIME: 2024-06-11 19:03:07 -- STEP: 119/330 -- GLOBAL_STEP: 296350 | > loss_disc: 2.4055776596069336 (2.367485561290708) | > loss_disc_real_0: 0.0896548181772232 (0.11023379837264534) | > loss_disc_real_1: 0.17986872792243958 (0.19934952997860786) | > loss_disc_real_2: 0.2519645392894745 (0.21217825132257798) | > loss_disc_real_3: 0.23147130012512207 (0.22994051773508056) | > loss_disc_real_4: 0.24546578526496887 (0.2320493533581245) | > loss_disc_real_5: 0.25993862748146057 (0.22347833454108038) | > loss_0: 2.4055776596069336 (2.367485561290708) | > grad_norm_0: tensor(6.5999, device='cuda:0') (tensor(8.9228, device='cuda:0')) | > loss_gen: 2.4625003337860107 (2.460882725835848) | > loss_kl: 2.029517412185669 (1.9496015230146777) | > loss_feat: 6.835411548614502 (6.948911430455055) | > loss_mel: 17.829328536987305 (17.589684670712764) | > loss_duration: 1.9893773794174194 (2.0036340611321584) | > loss_1: 31.146135330200195 (30.952714198777656) | > grad_norm_1: tensor(139.0244, device='cuda:0') (tensor(91.0989, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3715 (0.365072420665196) | > loader_time: 0.0045 (0.003658046241567916)  --> TIME: 2024-06-11 19:03:17 -- STEP: 144/330 -- GLOBAL_STEP: 296375 | > loss_disc: 2.389207124710083 (2.3681598653395963) | > loss_disc_real_0: 0.13000553846359253 (0.11181894369009468) | > loss_disc_real_1: 0.17363406717777252 (0.19906132719996902) | > loss_disc_real_2: 0.22379356622695923 (0.21210787372870576) | > loss_disc_real_3: 0.23281846940517426 (0.23024576188375553) | > loss_disc_real_4: 0.22828330099582672 (0.23223964569883215) | > loss_disc_real_5: 0.20679396390914917 (0.22302917867071104) | > loss_0: 2.389207124710083 (2.3681598653395963) | > grad_norm_0: tensor(24.0083, device='cuda:0') (tensor(9.8135, device='cuda:0')) | > loss_gen: 2.385099172592163 (2.4629938900470734) | > loss_kl: 2.0854790210723877 (1.954713615278403) | > loss_feat: 7.270967483520508 (6.9529747267564135) | > loss_mel: 17.409740447998047 (17.58454575803545) | > loss_duration: 2.0060629844665527 (2.0082382617725263) | > loss_1: 31.1573486328125 (30.963466087977093) | > grad_norm_1: tensor(342.3082, device='cuda:0') (tensor(107.8092, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3888 (0.3675788293282191) | > loader_time: 0.004 (0.0037358138296339246)  --> TIME: 2024-06-11 19:03:27 -- STEP: 169/330 -- GLOBAL_STEP: 296400 | > loss_disc: 2.2375364303588867 (2.3665867938092466) | > loss_disc_real_0: 0.08466614782810211 (0.11266042322978466) | > loss_disc_real_1: 0.17944660782814026 (0.1984555351839968) | > loss_disc_real_2: 0.22267404198646545 (0.21192711168492334) | > loss_disc_real_3: 0.21694445610046387 (0.23032566614052247) | > loss_disc_real_4: 0.2339453101158142 (0.2312978694777517) | > loss_disc_real_5: 0.20503175258636475 (0.2230577366591911) | > loss_0: 2.2375364303588867 (2.3665867938092466) | > grad_norm_0: tensor(12.3803, device='cuda:0') (tensor(12.2012, device='cuda:0')) | > loss_gen: 2.703697919845581 (2.4701909539262217) | > loss_kl: 1.880505084991455 (1.9584321129251514) | > loss_feat: 7.454808235168457 (6.964286217322717) | > loss_mel: 17.247941970825195 (17.585796390059436) | > loss_duration: 2.052640438079834 (2.012730511687915) | > loss_1: 31.3395938873291 (30.991436027210845) | > grad_norm_1: tensor(311.6209, device='cuda:0') (tensor(131.5794, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.3815 (0.37172076405858145) | > loader_time: 0.004 (0.0038673877716064453)  --> TIME: 2024-06-11 19:03:37 -- STEP: 194/330 -- GLOBAL_STEP: 296425 | > loss_disc: 2.39178204536438 (2.3707346338586714) | > loss_disc_real_0: 0.1879924237728119 (0.1139680558105105) | > loss_disc_real_1: 0.19080956280231476 (0.19885450202165186) | > loss_disc_real_2: 0.21047131717205048 (0.21221274283436156) | > loss_disc_real_3: 0.22688613831996918 (0.23037386616480718) | > loss_disc_real_4: 0.2554991543292999 (0.23139620111467912) | > loss_disc_real_5: 0.24101346731185913 (0.22315186999507788) | > loss_0: 2.39178204536438 (2.3707346338586714) | > grad_norm_0: tensor(34.7806, device='cuda:0') (tensor(14.9170, device='cuda:0')) | > loss_gen: 2.6544365882873535 (2.4746225457830517) | > loss_kl: 2.1723251342773438 (1.9658948183059692) | > loss_feat: 7.116964817047119 (6.970034977824418) | > loss_mel: 17.572805404663086 (17.554340156083263) | > loss_duration: 2.055765151977539 (2.0204522130415588) | > loss_1: 31.572296142578125 (30.98534458199727) | > grad_norm_1: tensor(63.8699, device='cuda:0') (tensor(160.8185, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.4122 (0.3764351753844428) | > loader_time: 0.0052 (0.003987250868807134)  --> TIME: 2024-06-11 19:03:48 -- STEP: 219/330 -- GLOBAL_STEP: 296450 | > loss_disc: 2.389061689376831 (2.3718739938518234) | > loss_disc_real_0: 0.12344932556152344 (0.11557277683253701) | > loss_disc_real_1: 0.21407057344913483 (0.1991775950340375) | > loss_disc_real_2: 0.2704331874847412 (0.2125790098758593) | > loss_disc_real_3: 0.24543824791908264 (0.23036652170631983) | > loss_disc_real_4: 0.24725982546806335 (0.2308720265213213) | > loss_disc_real_5: 0.2131485939025879 (0.2227950380545229) | > loss_0: 2.389061689376831 (2.3718739938518234) | > grad_norm_0: tensor(7.1989, device='cuda:0') (tensor(17.5669, device='cuda:0')) | > loss_gen: 2.5237953662872314 (2.476037447855352) | > loss_kl: 2.0243546962738037 (1.9725827468584662) | > loss_feat: 6.5817389488220215 (6.96537827792233) | > loss_mel: 16.826610565185547 (17.515978913328972) | > loss_duration: 2.0865440368652344 (2.028270667002079) | > loss_1: 30.043045043945312 (30.95824793811258) | > grad_norm_1: tensor(259.6602, device='cuda:0') (tensor(183.8111, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.4053 (0.3799504624109834) | > loader_time: 0.005 (0.004110326505687139)  --> TIME: 2024-06-11 19:03:58 -- STEP: 244/330 -- GLOBAL_STEP: 296475 | > loss_disc: 2.2829530239105225 (2.367005700947809) | > loss_disc_real_0: 0.12195088714361191 (0.11648117137126258) | > loss_disc_real_1: 0.17530502378940582 (0.1984647367088521) | > loss_disc_real_2: 0.18588680028915405 (0.2118339168488002) | > loss_disc_real_3: 0.23457081615924835 (0.2300748908739598) | > loss_disc_real_4: 0.22064344584941864 (0.2305361109434581) | > loss_disc_real_5: 0.21698704361915588 (0.22219208255410197) | > loss_0: 2.2829530239105225 (2.367005700947809) | > grad_norm_0: tensor(26.8266, device='cuda:0') (tensor(19.5132, device='cuda:0')) | > loss_gen: 2.5087711811065674 (2.4799212422527246) | > loss_kl: 1.9171016216278076 (1.976402525530487) | > loss_feat: 6.838077068328857 (6.991714565480342) | > loss_mel: 15.865286827087402 (17.484787593122395) | > loss_duration: 2.048778533935547 (2.037079984047371) | > loss_1: 29.178014755249023 (30.969905790735464) | > grad_norm_1: tensor(498.3704, device='cuda:0') (tensor(207.8027, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.4355 (0.38318332883178213) | > loader_time: 0.0059 (0.004239305120999695)  --> TIME: 2024-06-11 19:04:09 -- STEP: 269/330 -- GLOBAL_STEP: 296500 | > loss_disc: 2.5605270862579346 (2.369241570008289) | > loss_disc_real_0: 0.13515350222587585 (0.11710338405295376) | > loss_disc_real_1: 0.20609261095523834 (0.19893342084822596) | > loss_disc_real_2: 0.2771610915660858 (0.2121802328576829) | > loss_disc_real_3: 0.2264384925365448 (0.2302021221378922) | > loss_disc_real_4: 0.23348382115364075 (0.23074762545332145) | > loss_disc_real_5: 0.264941930770874 (0.22255107001522662) | > loss_0: 2.5605270862579346 (2.369241570008289) | > grad_norm_0: tensor(25.9231, device='cuda:0') (tensor(20.1999, device='cuda:0')) | > loss_gen: 2.295579671859741 (2.477648696048552) | > loss_kl: 1.9907174110412598 (1.9836011956615518) | > loss_feat: 6.017847537994385 (6.985305288024108) | > loss_mel: 16.408063888549805 (17.435710882165626) | > loss_duration: 2.135347366333008 (2.0452768465843327) | > loss_1: 28.847557067871094 (30.92754279636539) | > grad_norm_1: tensor(216.4094, device='cuda:0') (tensor(218.0313, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.4287 (0.38750888069323003) | > loader_time: 0.0061 (0.0043845637580275975) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_296500.pth  --> TIME: 2024-06-11 19:04:25 -- STEP: 294/330 -- GLOBAL_STEP: 296525 | > loss_disc: 2.35534405708313 (2.3699810845511315) | > loss_disc_real_0: 0.12772059440612793 (0.11801118892775912) | > loss_disc_real_1: 0.21136464178562164 (0.19912868768584965) | > loss_disc_real_2: 0.21971523761749268 (0.212136226649187) | > loss_disc_real_3: 0.21747256815433502 (0.23001552352897164) | > loss_disc_real_4: 0.25359025597572327 (0.23107161291805253) | > loss_disc_real_5: 0.24988731741905212 (0.22243232026594836) | > loss_0: 2.35534405708313 (2.3699810845511315) | > grad_norm_0: tensor(59.9461, device='cuda:0') (tensor(20.8415, device='cuda:0')) | > loss_gen: 2.5038881301879883 (2.4739677605985784) | > loss_kl: 2.027869939804077 (1.9876081882690897) | > loss_feat: 7.013879776000977 (6.985029866095303) | > loss_mel: 16.558975219726562 (17.39917582232936) | > loss_duration: 2.2004318237304688 (2.055397945196449) | > loss_1: 30.30504608154297 (30.901179469361598) | > grad_norm_1: tensor(402.1505, device='cuda:0') (tensor(227.4118, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.468 (0.39384327778199896) | > loader_time: 0.0071 (0.0045787582592088346)  --> TIME: 2024-06-11 19:04:38 -- STEP: 319/330 -- GLOBAL_STEP: 296550 | > loss_disc: 2.418031930923462 (2.373390631989627) | > loss_disc_real_0: 0.14947207272052765 (0.11980394091819148) | > loss_disc_real_1: 0.2314767688512802 (0.19953172548811254) | > loss_disc_real_2: 0.2030956894159317 (0.21211688538143253) | > loss_disc_real_3: 0.1955883800983429 (0.22991334364332003) | > loss_disc_real_4: 0.16418446600437164 (0.23073184770476482) | > loss_disc_real_5: 0.22004131972789764 (0.22259247120831827) | > loss_0: 2.418031930923462 (2.373390631989627) | > grad_norm_0: tensor(67.5713, device='cuda:0') (tensor(22.5370, device='cuda:0')) | > loss_gen: 2.3018269538879395 (2.471600517583865) | > loss_kl: 2.0712757110595703 (1.993097559038001) | > loss_feat: 7.809134006500244 (6.999975087874362) | > loss_mel: 16.68179702758789 (17.355463425567525) | > loss_duration: 2.248981475830078 (2.0690963940934326) | > loss_1: 31.113014221191406 (30.889232904559766) | > grad_norm_1: tensor(474.4516, device='cuda:0') (tensor(242.7876, device='cuda:0')) | > current_lr_0: 0.0001848301760978048 | > current_lr_1: 0.0001848301760978048 | > step_time: 0.5714 (0.40339671930175575) | > loader_time: 0.0084 (0.004810607545428142)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6121416091918945 (2.6121416091918945) | > loss_disc_real_0: 0.08041711151599884 (0.08041711151599884) | > loss_disc_real_1: 0.25009942054748535 (0.25009942054748535) | > loss_disc_real_2: 0.23732320964336395 (0.23732320964336395) | > loss_disc_real_3: 0.28126609325408936 (0.28126609325408936) | > loss_disc_real_4: 0.33523866534233093 (0.33523866534233093) | > loss_disc_real_5: 0.28354424238204956 (0.28354424238204956) | > loss_0: 2.6121416091918945 (2.6121416091918945) | > loss_gen: 2.228649139404297 (2.228649139404297) | > loss_kl: 2.2731189727783203 (2.2731189727783203) | > loss_feat: 4.404571056365967 (4.404571056365967) | > loss_mel: 15.041763305664062 (15.041763305664062) | > loss_duration: 2.971508741378784 (2.971508741378784) | > loss_1: 26.91961097717285 (26.91961097717285)  --> STEP: 1 | > loss_disc: 2.592738628387451 (2.592738628387451) | > loss_disc_real_0: 0.0738508552312851 (0.0738508552312851) | > loss_disc_real_1: 0.20639356970787048 (0.20639356970787048) | > loss_disc_real_2: 0.22243010997772217 (0.22243010997772217) | > loss_disc_real_3: 0.31067150831222534 (0.31067150831222534) | > loss_disc_real_4: 0.3570861220359802 (0.3570861220359802) | > loss_disc_real_5: 0.3575340509414673 (0.3575340509414673) | > loss_0: 2.592738628387451 (2.592738628387451) | > loss_gen: 2.374480962753296 (2.374480962753296) | > loss_kl: 2.976297378540039 (2.976297378540039) | > loss_feat: 6.592316627502441 (6.592316627502441) | > loss_mel: 19.268320083618164 (19.268320083618164) | > loss_duration: 2.4143733978271484 (2.4143733978271484) | > loss_1: 33.62578582763672 (33.62578582763672)  --> STEP: 2 | > loss_disc: 2.3838491439819336 (2.4882938861846924) | > loss_disc_real_0: 0.04578709602355957 (0.05981897562742233) | > loss_disc_real_1: 0.15491819381713867 (0.18065588176250458) | > loss_disc_real_2: 0.20459650456905365 (0.2135133072733879) | > loss_disc_real_3: 0.2782531976699829 (0.2944623529911041) | > loss_disc_real_4: 0.2738179564476013 (0.31545203924179077) | > loss_disc_real_5: 0.2401770055294037 (0.2988555282354355) | > loss_0: 2.3838491439819336 (2.4882938861846924) | > loss_gen: 2.224203586578369 (2.2993422746658325) | > loss_kl: 2.885761260986328 (2.9310293197631836) | > loss_feat: 5.567328453063965 (6.079822540283203) | > loss_mel: 20.560447692871094 (19.91438388824463) | > loss_duration: 2.4340643882751465 (2.4242188930511475) | > loss_1: 33.67180633544922 (33.64879608154297)  --> STEP: 3 | > loss_disc: 2.3205487728118896 (2.4323788483937583) | > loss_disc_real_0: 0.11124807596206665 (0.07696200907230377) | > loss_disc_real_1: 0.1394331008195877 (0.1669149547815323) | > loss_disc_real_2: 0.23887836933135986 (0.22196832795937857) | > loss_disc_real_3: 0.29043257236480713 (0.29311909278233844) | > loss_disc_real_4: 0.3117322623729706 (0.3142121136188507) | > loss_disc_real_5: 0.21270769834518433 (0.2701395849386851) | > loss_0: 2.3205487728118896 (2.4323788483937583) | > loss_gen: 2.517946720123291 (2.372210423151652) | > loss_kl: 4.111301898956299 (3.324453512827555) | > loss_feat: 7.442516326904297 (6.534053802490234) | > loss_mel: 16.357547760009766 (18.728771845499676) | > loss_duration: 2.3290414810180664 (2.3924930890401206) | > loss_1: 32.75835418701172 (33.35198211669922)  --> STEP: 4 | > loss_disc: 2.3690104484558105 (2.4165367484092712) | > loss_disc_real_0: 0.12662717700004578 (0.08937830105423927) | > loss_disc_real_1: 0.2118750959634781 (0.17815499007701874) | > loss_disc_real_2: 0.19420310854911804 (0.21502702310681343) | > loss_disc_real_3: 0.2709617018699646 (0.287579745054245) | > loss_disc_real_4: 0.26194465160369873 (0.3011452481150627) | > loss_disc_real_5: 0.18012449145317078 (0.24763581156730652) | > loss_0: 2.3690104484558105 (2.4165367484092712) | > loss_gen: 2.4341375827789307 (2.3876922130584717) | > loss_kl: 3.885315179824829 (3.464668929576874) | > loss_feat: 7.701627254486084 (6.825947165489197) | > loss_mel: 18.320188522338867 (18.626626014709473) | > loss_duration: 2.3873274326324463 (2.391201674938202) | > loss_1: 34.728599548339844 (33.696136474609375)  --> STEP: 5 | > loss_disc: 2.4610016345977783 (2.4254297256469726) | > loss_disc_real_0: 0.19715958833694458 (0.11093455851078034) | > loss_disc_real_1: 0.30323171615600586 (0.20317033529281617) | > loss_disc_real_2: 0.26320335268974304 (0.22466228902339935) | > loss_disc_real_3: 0.3506934940814972 (0.3002024948596954) | > loss_disc_real_4: 0.2606569230556488 (0.2930475831031799) | > loss_disc_real_5: 0.20133447647094727 (0.23837554454803467) | > loss_0: 2.4610016345977783 (2.4254297256469726) | > loss_gen: 2.904646396636963 (2.49108304977417) | > loss_kl: 2.812174081802368 (3.3341699600219727) | > loss_feat: 5.358428001403809 (6.532443332672119) | > loss_mel: 18.70269203186035 (18.641839218139648) | > loss_duration: 2.369710683822632 (2.386903476715088) | > loss_1: 32.14765167236328 (33.38643951416016)  --> STEP: 6 | > loss_disc: 2.4289557933807373 (2.4260174036026) | > loss_disc_real_0: 0.07441218197345734 (0.10484749575455983) | > loss_disc_real_1: 0.2648044526576996 (0.2134426881869634) | > loss_disc_real_2: 0.25744420289993286 (0.23012594133615494) | > loss_disc_real_3: 0.3539864122867584 (0.30916648109753925) | > loss_disc_real_4: 0.24914652109146118 (0.2857307394345601) | > loss_disc_real_5: 0.2571907937526703 (0.24151141941547394) | > loss_0: 2.4289557933807373 (2.4260174036026) | > loss_gen: 2.4984049797058105 (2.4923033714294434) | > loss_kl: 2.8890576362609863 (3.259984572728475) | > loss_feat: 5.596465587615967 (6.376447041829427) | > loss_mel: 18.625003814697266 (18.639033317565918) | > loss_duration: 2.1319918632507324 (2.344418207804362) | > loss_1: 31.740924835205078 (33.11218706766764)  --> STEP: 7 | > loss_disc: 2.4546194076538086 (2.4301034041813443) | > loss_disc_real_0: 0.06771861016750336 (0.09954336924212319) | > loss_disc_real_1: 0.22163203358650208 (0.2146125946726118) | > loss_disc_real_2: 0.26534873247146606 (0.2351577686411994) | > loss_disc_real_3: 0.21671608090400696 (0.2959592810698918) | > loss_disc_real_4: 0.2702637314796448 (0.28352116686957224) | > loss_disc_real_5: 0.19783538579940796 (0.23527198604175023) | > loss_0: 2.4546194076538086 (2.4301034041813443) | > loss_gen: 2.1733322143554688 (2.4467360632760182) | > loss_kl: 4.020988941192627 (3.368699482509068) | > loss_feat: 6.912403583526611 (6.453012262071882) | > loss_mel: 19.089832305908203 (18.703433173043386) | > loss_duration: 2.481685161590576 (2.364027772630964) | > loss_1: 34.67824172973633 (33.33590916224888)  --> STEP: 8 | > loss_disc: 2.3149423599243164 (2.4157082736492157) | > loss_disc_real_0: 0.09494368731975555 (0.09896840900182724) | > loss_disc_real_1: 0.3181320130825043 (0.22755252197384834) | > loss_disc_real_2: 0.2658117413520813 (0.23898951523005962) | > loss_disc_real_3: 0.23490653932094574 (0.28832768835127354) | > loss_disc_real_4: 0.2699981927871704 (0.281830795109272) | > loss_disc_real_5: 0.15759441256523132 (0.22556228935718536) | > loss_0: 2.3149423599243164 (2.4157082736492157) | > loss_gen: 2.7095947265625 (2.4795933961868286) | > loss_kl: 2.743934392929077 (3.290603846311569) | > loss_feat: 10.926942825317383 (7.01225358247757) | > loss_mel: 21.550107955932617 (19.05926752090454) | > loss_duration: 2.2514231204986572 (2.3499521911144257) | > loss_1: 40.182003021240234 (34.1916708946228)  --> STEP: 9 | > loss_disc: 2.8850066661834717 (2.4678525394863553) | > loss_disc_real_0: 0.16182243824005127 (0.10595219002829658) | > loss_disc_real_1: 0.31314682960510254 (0.23706300059954324) | > loss_disc_real_2: 0.30162468552589417 (0.24594897859626347) | > loss_disc_real_3: 0.31444162130355835 (0.291229236457083) | > loss_disc_real_4: 0.4232867360115051 (0.2975481218761868) | > loss_disc_real_5: 0.38324493169784546 (0.24308258295059204) | > loss_0: 2.8850066661834717 (2.4678525394863553) | > loss_gen: 2.701314926147461 (2.50422912173801) | > loss_kl: 2.9609761238098145 (3.253978543811374) | > loss_feat: 10.617185592651367 (7.412801583607991) | > loss_mel: 18.82386016845703 (19.033111148410374) | > loss_duration: 2.1280291080474854 (2.3252940707736545) | > loss_1: 37.23136901855469 (34.529415130615234)  --> STEP: 10 | > loss_disc: 2.361577272415161 (2.4572250127792357) | > loss_disc_real_0: 0.10885030031204224 (0.10624200105667114) | > loss_disc_real_1: 0.28195708990097046 (0.24155240952968599) | > loss_disc_real_2: 0.28082963824272156 (0.24943704456090926) | > loss_disc_real_3: 0.2855120003223419 (0.29065751284360886) | > loss_disc_real_4: 0.2589501738548279 (0.2936883270740509) | > loss_disc_real_5: 0.20119403302669525 (0.23889372795820235) | > loss_0: 2.361577272415161 (2.4572250127792357) | > loss_gen: 2.626882314682007 (2.5164944410324095) | > loss_kl: 2.92403244972229 (3.220983934402466) | > loss_feat: 6.467405796051025 (7.318262004852295) | > loss_mel: 17.958072662353516 (18.92560729980469) | > loss_duration: 2.3172738552093506 (2.3244920492172243) | > loss_1: 32.29366683959961 (34.30584030151367)  --> STEP: 11 | > loss_disc: 2.49654483795166 (2.4607995423403652) | > loss_disc_real_0: 0.09803304821252823 (0.10549573261629451) | > loss_disc_real_1: 0.2074841409921646 (0.2384552942080931) | > loss_disc_real_2: 0.2797619104385376 (0.25219385054978455) | > loss_disc_real_3: 0.29135337471961975 (0.2907207730141553) | > loss_disc_real_4: 0.25971531867980957 (0.2905998717654835) | > loss_disc_real_5: 0.23301835358142853 (0.23835960301485928) | > loss_0: 2.49654483795166 (2.4607995423403652) | > loss_gen: 2.3427555561065674 (2.500699996948242) | > loss_kl: 3.80700945854187 (3.2742589820515025) | > loss_feat: 7.063482761383057 (7.295100255446001) | > loss_mel: 18.00288963317871 (18.84172387556596) | > loss_duration: 2.5357532501220703 (2.3436976129358467) | > loss_1: 33.75189208984375 (34.25548137318004)  --> STEP: 12 | > loss_disc: 2.433617353439331 (2.458534359931946) | > loss_disc_real_0: 0.1386510282754898 (0.10825867392122746) | > loss_disc_real_1: 0.25513651967048645 (0.23984539632995924) | > loss_disc_real_2: 0.2912117540836334 (0.2554453425109386) | > loss_disc_real_3: 0.2640267312526703 (0.2884962695340315) | > loss_disc_real_4: 0.25302138924598694 (0.2874683315555255) | > loss_disc_real_5: 0.25155967473983765 (0.23945960899194083) | > loss_0: 2.433617353439331 (2.458534359931946) | > loss_gen: 2.594864845275879 (2.508547067642212) | > loss_kl: 2.1149511337280273 (3.177649994691213) | > loss_feat: 5.586397171020508 (7.152708331743876) | > loss_mel: 16.403919219970703 (18.63857348759969) | > loss_duration: 2.209290027618408 (2.33249698082606) | > loss_1: 28.909420013427734 (33.80997625986735)  --> STEP: 13 | > loss_disc: 2.5057592391967773 (2.4621670429523173) | > loss_disc_real_0: 0.0977591872215271 (0.10745102109817359) | > loss_disc_real_1: 0.28460654616355896 (0.2432885617017746) | > loss_disc_real_2: 0.30538663268089294 (0.2592869802163197) | > loss_disc_real_3: 0.30800360441207886 (0.2899968337554198) | > loss_disc_real_4: 0.3315833508968353 (0.2908617945817801) | > loss_disc_real_5: 0.25094810128211975 (0.24034333916810843) | > loss_0: 2.5057592391967773 (2.4621670429523173) | > loss_gen: 2.6177005767822266 (2.516943491422213) | > loss_kl: 3.697265386581421 (3.2176204094519982) | > loss_feat: 5.555345058441162 (7.029834233797514) | > loss_mel: 17.020999908447266 (18.514144750741814) | > loss_duration: 2.269503116607666 (2.3276512989631066) | > loss_1: 31.160812377929688 (33.60619442279522)  --> STEP: 14 | > loss_disc: 2.5408997535705566 (2.467790807996477) | > loss_disc_real_0: 0.08099211007356644 (0.10556109888213021) | > loss_disc_real_1: 0.23291659355163574 (0.24254770683390753) | > loss_disc_real_2: 0.22500528395175934 (0.2568382876259939) | > loss_disc_real_3: 0.2666277289390564 (0.2883276119828224) | > loss_disc_real_4: 0.3563299775123596 (0.2955380933625357) | > loss_disc_real_5: 0.36791929602622986 (0.2494559075151171) | > loss_0: 2.5408997535705566 (2.467790807996477) | > loss_gen: 2.5087387561798096 (2.5163574389048984) | > loss_kl: 4.473299026489258 (3.3073117392403737) | > loss_feat: 6.269089698791504 (6.975495338439941) | > loss_mel: 18.019380569458008 (18.478804452078684) | > loss_duration: 2.3673946857452393 (2.3304901123046875) | > loss_1: 33.637901306152344 (33.60845920017787)  --> STEP: 15 | > loss_disc: 2.664522886276245 (2.480906279881795) | > loss_disc_real_0: 0.05177611485123634 (0.10197543328007062) | > loss_disc_real_1: 0.2677096128463745 (0.24422516723473867) | > loss_disc_real_2: 0.26269423961639404 (0.25722868442535396) | > loss_disc_real_3: 0.26558518409729004 (0.28681145012378695) | > loss_disc_real_4: 0.3154435455799103 (0.2968651235103607) | > loss_disc_real_5: 0.18753954768180847 (0.24532815019289653) | > loss_0: 2.664522886276245 (2.480906279881795) | > loss_gen: 2.13616943359375 (2.4910115718841555) | > loss_kl: 3.512478828430176 (3.3209895451863605) | > loss_feat: 8.265809059143066 (7.061516253153483) | > loss_mel: 17.228137969970703 (18.395426686604818) | > loss_duration: 2.3521018028259277 (2.33193089167277) | > loss_1: 33.49469757080078 (33.60087509155273)  --> STEP: 16 | > loss_disc: 2.729546070098877 (2.496446266770363) | > loss_disc_real_0: 0.19071629643440247 (0.10752173722721636) | > loss_disc_real_1: 0.26276543736457825 (0.24538393411785364) | > loss_disc_real_2: 0.29773783683776855 (0.25976050645112986) | > loss_disc_real_3: 0.3153843581676483 (0.28859725687652826) | > loss_disc_real_4: 0.3103187680244446 (0.29770597629249096) | > loss_disc_real_5: 0.2765277028083801 (0.24727812223136425) | > loss_0: 2.729546070098877 (2.496446266770363) | > loss_gen: 2.36790132522583 (2.48331718146801) | > loss_kl: 2.9107439517974854 (3.295349195599556) | > loss_feat: 6.0025529861450195 (6.995331048965454) | > loss_mel: 15.608551979064941 (18.221247017383575) | > loss_duration: 2.424856662750244 (2.3377387523651123) | > loss_1: 29.314605712890625 (33.33298325538635)  --> STEP: 17 | > loss_disc: 2.6273159980773926 (2.504144486259012) | > loss_disc_real_0: 0.12945625185966492 (0.10881200279383098) | > loss_disc_real_1: 0.2996343672275543 (0.2485751360654831) | > loss_disc_real_2: 0.21415553987026215 (0.25707786135813765) | > loss_disc_real_3: 0.3541351854801178 (0.29245242914732766) | > loss_disc_real_4: 0.36779579520225525 (0.30182890681659474) | > loss_disc_real_5: 0.37060442566871643 (0.2545326106688556) | > loss_0: 2.6273159980773926 (2.504144486259012) | > loss_gen: 2.6837847232818604 (2.495109389810001) | > loss_kl: 2.3129866123199463 (3.237563161288991) | > loss_feat: 6.082388877868652 (6.9416285683127015) | > loss_mel: 16.862529754638672 (18.14132247251623) | > loss_duration: 2.4528489112854004 (2.3445099381839527) | > loss_1: 30.3945369720459 (33.160133474013385)  --> STEP: 18 | > loss_disc: 2.2934505939483643 (2.4924392700195312) | > loss_disc_real_0: 0.057649821043014526 (0.10596965936323006) | > loss_disc_real_1: 0.235388845205307 (0.24784256435102886) | > loss_disc_real_2: 0.18221737444400787 (0.25291894541846377) | > loss_disc_real_3: 0.21411727368831635 (0.2881004760662715) | > loss_disc_real_4: 0.2935081124305725 (0.3013666404618157) | > loss_disc_real_5: 0.19090907275676727 (0.25099796967373955) | > loss_0: 2.2934505939483643 (2.4924392700195312) | > loss_gen: 2.293638229370117 (2.483916547563341) | > loss_kl: 2.6420505046844482 (3.2044791248109608) | > loss_feat: 6.130554676055908 (6.896568907631768) | > loss_mel: 17.13960838317871 (18.085671689775253) | > loss_duration: 2.260951042175293 (2.339867777294583) | > loss_1: 30.466800689697266 (33.01050387488471)  --> STEP: 19 | > loss_disc: 2.6230499744415283 (2.499313517620689) | > loss_disc_real_0: 0.15050721168518066 (0.10831374106438536) | > loss_disc_real_1: 0.2723918855190277 (0.2491346338861867) | > loss_disc_real_2: 0.2989085614681244 (0.25533945152634063) | > loss_disc_real_3: 0.2508135139942169 (0.2861380043782686) | > loss_disc_real_4: 0.31197860836982727 (0.30192516508855316) | > loss_disc_real_5: 0.22367030382156372 (0.24955967147099345) | > loss_0: 2.6230499744415283 (2.499313517620689) | > loss_gen: 2.3505935668945312 (2.476899548580772) | > loss_kl: 2.1865243911743164 (3.150902559882716) | > loss_feat: 6.615758419036865 (6.881789408232036) | > loss_mel: 17.33144760131836 (18.04597568511963) | > loss_duration: 2.3785996437072754 (2.3419062965794613) | > loss_1: 30.86292266845703 (32.89747328507273)  --> STEP: 20 | > loss_disc: 2.5357742309570312 (2.5011365532875063) | > loss_disc_real_0: 0.09601064026355743 (0.10769858602434397) | > loss_disc_real_1: 0.2640336751937866 (0.2498795859515667) | > loss_disc_real_2: 0.2902119755744934 (0.2570830777287483) | > loss_disc_real_3: 0.33220064640045166 (0.28844113647937775) | > loss_disc_real_4: 0.23735398054122925 (0.29869660586118696) | > loss_disc_real_5: 0.2599383592605591 (0.2500786058604717) | > loss_0: 2.5357742309570312 (2.5011365532875063) | > loss_gen: 2.3599839210510254 (2.4710537672042845) | > loss_kl: 2.4320507049560547 (3.1149599671363832) | > loss_feat: 6.966405391693115 (6.886020207405091) | > loss_mel: 16.215848922729492 (17.95446934700012) | > loss_duration: 2.3004536628723145 (2.339833664894104) | > loss_1: 30.274742126464844 (32.76633672714233)  --> STEP: 21 | > loss_disc: 2.291125535964966 (2.4911360286530995) | > loss_disc_real_0: 0.09312455356121063 (0.10700458447848048) | > loss_disc_real_1: 0.23084615170955658 (0.2489732319400424) | > loss_disc_real_2: 0.27111586928367615 (0.2577513058980306) | > loss_disc_real_3: 0.2437269240617752 (0.2863118882690157) | > loss_disc_real_4: 0.2613169848918915 (0.29691662391026813) | > loss_disc_real_5: 0.25530338287353516 (0.2503274047658557) | > loss_0: 2.291125535964966 (2.4911360286530995) | > loss_gen: 2.549567461013794 (2.474792514528547) | > loss_kl: 2.3307437896728516 (3.0776163396381198) | > loss_feat: 6.861481666564941 (6.8848517054603215) | > loss_mel: 17.304420471191406 (17.92351463862828) | > loss_duration: 2.152792453765869 (2.330926940554664) | > loss_1: 31.199007034301758 (32.69170197986421)  --> STEP: 22 | > loss_disc: 2.567161798477173 (2.4945917454632847) | > loss_disc_real_0: 0.07118037343025208 (0.10537621124901554) | > loss_disc_real_1: 0.3559472858905792 (0.25383568893779407) | > loss_disc_real_2: 0.1519673466682434 (0.25294294411485846) | > loss_disc_real_3: 0.2789652347564697 (0.2859779494729909) | > loss_disc_real_4: 0.31154823303222656 (0.29758169705217535) | > loss_disc_real_5: 0.22260744869709015 (0.24906740676272998) | > loss_0: 2.567161798477173 (2.4945917454632847) | > loss_gen: 2.3656458854675293 (2.469831304116683) | > loss_kl: 2.176847219467163 (3.036672288721258) | > loss_feat: 6.572863578796387 (6.870670426975597) | > loss_mel: 19.782669067382812 (18.008021658117123) | > loss_duration: 2.206406593322754 (2.3252669247713955) | > loss_1: 33.10443115234375 (32.7104623967951)  --> STEP: 23 | > loss_disc: 2.5308666229248047 (2.496168914048568) | > loss_disc_real_0: 0.1712893843650818 (0.10824200138449669) | > loss_disc_real_1: 0.2585790157318115 (0.254041920537534) | > loss_disc_real_2: 0.24999645352363586 (0.25281483582828357) | > loss_disc_real_3: 0.30272194743156433 (0.28670594938423316) | > loss_disc_real_4: 0.28031250834465027 (0.2968308627605438) | > loss_disc_real_5: 0.24785132706165314 (0.24901453373224838) | > loss_0: 2.5308666229248047 (2.496168914048568) | > loss_gen: 2.5038840770721436 (2.4713118594625727) | > loss_kl: 2.455716371536255 (3.011413335800171) | > loss_feat: 6.706973075866699 (6.863553150840428) | > loss_mel: 17.21076202392578 (17.973358195760976) | > loss_duration: 2.292029857635498 (2.323821834895922) | > loss_1: 31.16936492919922 (32.64345815907354)  --> STEP: 24 | > loss_disc: 2.610877275466919 (2.5009484291076656) | > loss_disc_real_0: 0.08376986533403397 (0.10722232904906075) | > loss_disc_real_1: 0.23672978579998016 (0.25332058159013593) | > loss_disc_real_2: 0.24250540137290955 (0.25238527605930966) | > loss_disc_real_3: 0.314736545085907 (0.2878738908718029) | > loss_disc_real_4: 0.36113715171813965 (0.29951029146711033) | > loss_disc_real_5: 0.2949918806552887 (0.2509302565207084) | > loss_0: 2.610877275466919 (2.5009484291076656) | > loss_gen: 2.448751926422119 (2.470371862252554) | > loss_kl: 2.78555965423584 (3.0020027657349906) | > loss_feat: 7.528270721435547 (6.891249716281891) | > loss_mel: 17.421171188354492 (17.950350403785706) | > loss_duration: 2.3955256938934326 (2.3268094956874847) | > loss_1: 32.57927703857422 (32.6407839457194)  --> STEP: 25 | > loss_disc: 2.63308048248291 (2.5062337112426754) | > loss_disc_real_0: 0.1514195203781128 (0.10899021670222282) | > loss_disc_real_1: 0.23302699625492096 (0.2525088381767273) | > loss_disc_real_2: 0.2603732645511627 (0.2527047955989838) | > loss_disc_real_3: 0.3377721309661865 (0.28986982047557824) | > loss_disc_real_4: 0.31243979930877686 (0.300027471780777) | > loss_disc_real_5: 0.31852588057518005 (0.25363408148288724) | > loss_0: 2.63308048248291 (2.5062337112426754) | > loss_gen: 2.392066478729248 (2.467239646911622) | > loss_kl: 2.8074166774749756 (2.99421932220459) | > loss_feat: 5.22407341003418 (6.8245626640319825) | > loss_mel: 15.166632652282715 (17.839001693725585) | > loss_duration: 2.3850173950195312 (2.3291378116607664) | > loss_1: 27.975208282470703 (32.454160919189455)  --> STEP: 26 | > loss_disc: 2.5529677867889404 (2.5080311756867624) | > loss_disc_real_0: 0.06182911992073059 (0.10717632836447312) | > loss_disc_real_1: 0.2611178755760193 (0.25283995499977696) | > loss_disc_real_2: 0.13360996544361115 (0.24812422520839256) | > loss_disc_real_3: 0.31530195474624634 (0.29084797948598856) | > loss_disc_real_4: 0.3332276940345764 (0.3013044034059231) | > loss_disc_real_5: 0.2726638615131378 (0.25436599609943533) | > loss_0: 2.5529677867889404 (2.5080311756867624) | > loss_gen: 2.2195301055908203 (2.4577123568608217) | > loss_kl: 2.2362594604492188 (2.9650670198293834) | > loss_feat: 6.850097179412842 (6.8255447607774) | > loss_mel: 19.51366424560547 (17.903411791874813) | > loss_duration: 2.320524215698242 (2.3288065195083614) | > loss_1: 33.14007568359375 (32.48054225628193) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024085228259746847 (+3.767013549804731e-05) | > avg_loss_disc: 2.5080311756867624 (+0.07608330249786333) | > avg_loss_disc_real_0: 0.10717632836447312 (-0.03804158906523995) | > avg_loss_disc_real_1: 0.25283995499977696 (-0.014291575321784433) | > avg_loss_disc_real_2: 0.24812422520839256 (-0.0019216720874492554) | > avg_loss_disc_real_3: 0.29084797948598856 (+0.03644503767673779) | > avg_loss_disc_real_4: 0.3013044034059231 (+0.05284932886178678) | > avg_loss_disc_real_5: 0.25436599609943533 (-0.006480991267241054) | > avg_loss_0: 2.5080311756867624 (+0.07608330249786333) | > avg_loss_gen: 2.4577123568608217 (-0.1824928247011619) | > avg_loss_kl: 2.9650670198293834 (+0.05373055201310395) | > avg_loss_feat: 6.8255447607774 (+0.17081546783447266) | > avg_loss_mel: 17.903411791874813 (-0.14946834857647318) | > avg_loss_duration: 2.3288065195083614 (-0.01059058996347284) | > avg_loss_1: 32.48054225628193 (-0.11800611936128291)  > EPOCH: 632/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:05:04)   --> TIME: 2024-06-11 19:05:10 -- STEP: 14/330 -- GLOBAL_STEP: 296575 | > loss_disc: 2.3891634941101074 (2.354376435279846) | > loss_disc_real_0: 0.1007230281829834 (0.10253393011433738) | > loss_disc_real_1: 0.21165844798088074 (0.19949858209916524) | > loss_disc_real_2: 0.21209129691123962 (0.20379398230995452) | > loss_disc_real_3: 0.24194058775901794 (0.23065258881875447) | > loss_disc_real_4: 0.24817204475402832 (0.24421127034085138) | > loss_disc_real_5: 0.23125037550926208 (0.22448362516505377) | > loss_0: 2.3891634941101074 (2.354376435279846) | > grad_norm_0: tensor(6.5991, device='cuda:0') (tensor(9.0474, device='cuda:0')) | > loss_gen: 2.390758752822876 (2.4519652468817577) | > loss_kl: 1.7106448411941528 (1.925309658050537) | > loss_feat: 6.61195182800293 (6.813272953033447) | > loss_mel: 16.899702072143555 (17.784216608319962) | > loss_duration: 2.035971164703369 (2.083535075187683) | > loss_1: 29.64902687072754 (31.05829906463623) | > grad_norm_1: tensor(179.5588, device='cuda:0') (tensor(140.7350, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3517 (0.3599998780659267) | > loader_time: 0.0032 (0.0032786130905151367)  --> TIME: 2024-06-11 19:05:19 -- STEP: 39/330 -- GLOBAL_STEP: 296600 | > loss_disc: 2.2871177196502686 (2.3372638347821355) | > loss_disc_real_0: 0.12242534756660461 (0.1058975406564199) | > loss_disc_real_1: 0.20054654777050018 (0.19741781514424545) | > loss_disc_real_2: 0.18949584662914276 (0.20567039190194544) | > loss_disc_real_3: 0.23570536077022552 (0.22549698941218546) | > loss_disc_real_4: 0.22554218769073486 (0.2374484401482802) | > loss_disc_real_5: 0.2132672667503357 (0.2216741782732499) | > loss_0: 2.2871177196502686 (2.3372638347821355) | > grad_norm_0: tensor(7.4778, device='cuda:0') (tensor(11.4991, device='cuda:0')) | > loss_gen: 2.5241236686706543 (2.4896493080334787) | > loss_kl: 1.9357675313949585 (1.9398471453250983) | > loss_feat: 7.616289138793945 (6.971556260035588) | > loss_mel: 18.268096923828125 (17.669418188241814) | > loss_duration: 2.0010170936584473 (2.0247351267398934) | > loss_1: 32.34529495239258 (31.095205796070587) | > grad_norm_1: tensor(86.4825, device='cuda:0') (tensor(144.7267, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3929 (0.3615390276297545) | > loader_time: 0.0036 (0.0034016095674954928)  --> TIME: 2024-06-11 19:05:29 -- STEP: 64/330 -- GLOBAL_STEP: 296625 | > loss_disc: 2.2594985961914062 (2.347279977053404) | > loss_disc_real_0: 0.09207922965288162 (0.10738493828102946) | > loss_disc_real_1: 0.15744976699352264 (0.1964314179494977) | > loss_disc_real_2: 0.18491105735301971 (0.2079381358344108) | > loss_disc_real_3: 0.2374405711889267 (0.2272312690038234) | > loss_disc_real_4: 0.23415398597717285 (0.23621969833038747) | > loss_disc_real_5: 0.23958104848861694 (0.2217704737558961) | > loss_0: 2.2594985961914062 (2.347279977053404) | > grad_norm_0: tensor(10.9910, device='cuda:0') (tensor(10.0539, device='cuda:0')) | > loss_gen: 2.5686511993408203 (2.476918935775757) | > loss_kl: 2.0521762371063232 (1.952490521594882) | > loss_feat: 7.883181571960449 (6.9953577890992165) | > loss_mel: 18.3875732421875 (17.5941486954689) | > loss_duration: 1.995868444442749 (2.0076224841177472) | > loss_1: 32.887451171875 (31.026538282632828) | > grad_norm_1: tensor(182.7550, device='cuda:0') (tensor(124.0583, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3796 (0.36460793763399124) | > loader_time: 0.0044 (0.003557078540325165)  --> TIME: 2024-06-11 19:05:39 -- STEP: 89/330 -- GLOBAL_STEP: 296650 | > loss_disc: 2.373380661010742 (2.3591164524635584) | > loss_disc_real_0: 0.14543785154819489 (0.11005358431446419) | > loss_disc_real_1: 0.1976403295993805 (0.19790043137716443) | > loss_disc_real_2: 0.25681182742118835 (0.21157133763425806) | > loss_disc_real_3: 0.21082742512226105 (0.22866816785228386) | > loss_disc_real_4: 0.22396540641784668 (0.234796709558937) | > loss_disc_real_5: 0.18976937234401703 (0.22263522010840728) | > loss_0: 2.373380661010742 (2.3591164524635584) | > grad_norm_0: tensor(17.0968, device='cuda:0') (tensor(9.8214, device='cuda:0')) | > loss_gen: 2.3692128658294678 (2.4690720954637855) | > loss_kl: 2.013002872467041 (1.9642837717292014) | > loss_feat: 6.63884973526001 (6.985712254984995) | > loss_mel: 17.41042709350586 (17.589346414201707) | > loss_duration: 2.023998260498047 (2.0011670937698898) | > loss_1: 30.455490112304688 (31.009581662295908) | > grad_norm_1: tensor(64.1784, device='cuda:0') (tensor(119.1001, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3579 (0.37077961075171995) | > loader_time: 0.0039 (0.0036974864059619687)  --> TIME: 2024-06-11 19:05:48 -- STEP: 114/330 -- GLOBAL_STEP: 296675 | > loss_disc: 2.3493447303771973 (2.360746979713441) | > loss_disc_real_0: 0.0931914895772934 (0.11054115343773574) | > loss_disc_real_1: 0.20352376997470856 (0.19708632168016935) | > loss_disc_real_2: 0.21259009838104248 (0.2115261014877704) | > loss_disc_real_3: 0.20624983310699463 (0.22993094539433195) | > loss_disc_real_4: 0.21758686006069183 (0.2344247846488367) | > loss_disc_real_5: 0.22029253840446472 (0.2230961466567558) | > loss_0: 2.3493447303771973 (2.360746979713441) | > grad_norm_0: tensor(8.1605, device='cuda:0') (tensor(10.2308, device='cuda:0')) | > loss_gen: 2.496509313583374 (2.465440559805485) | > loss_kl: 1.9455653429031372 (1.9657194342529565) | > loss_feat: 6.867225170135498 (6.968680214463618) | > loss_mel: 18.462507247924805 (17.57950104328624) | > loss_duration: 2.0189242362976074 (2.002445396624115) | > loss_1: 31.790733337402344 (30.981786727905273) | > grad_norm_1: tensor(62.8565, device='cuda:0') (tensor(121.8105, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3623 (0.37253765265146893) | > loader_time: 0.0036 (0.0038018958610400817)  --> TIME: 2024-06-11 19:05:58 -- STEP: 139/330 -- GLOBAL_STEP: 296700 | > loss_disc: 2.396958827972412 (2.3627622024618473) | > loss_disc_real_0: 0.14920805394649506 (0.11258483329694048) | > loss_disc_real_1: 0.18779098987579346 (0.19711121069870408) | > loss_disc_real_2: 0.1878667026758194 (0.21151653553942124) | > loss_disc_real_3: 0.23019972443580627 (0.2292596556299882) | > loss_disc_real_4: 0.2345333695411682 (0.23384083228574382) | > loss_disc_real_5: 0.20186898112297058 (0.22313302551670897) | > loss_0: 2.396958827972412 (2.3627622024618473) | > grad_norm_0: tensor(14.5848, device='cuda:0') (tensor(10.1688, device='cuda:0')) | > loss_gen: 2.4512104988098145 (2.4592309152479648) | > loss_kl: 1.9322024583816528 (1.9732398875325703) | > loss_feat: 6.94106912612915 (6.950317612654871) | > loss_mel: 16.98093032836914 (17.57400827613666) | > loss_duration: 2.061290740966797 (2.0078455724304547) | > loss_1: 30.366703033447266 (30.964642325751214) | > grad_norm_1: tensor(105.7038, device='cuda:0') (tensor(118.8404, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3665 (0.37344101350084485) | > loader_time: 0.0041 (0.003862269490742855)  --> TIME: 2024-06-11 19:06:08 -- STEP: 164/330 -- GLOBAL_STEP: 296725 | > loss_disc: 2.473592758178711 (2.365653655877928) | > loss_disc_real_0: 0.1469305157661438 (0.11368978886706073) | > loss_disc_real_1: 0.1928713470697403 (0.19701564466444457) | > loss_disc_real_2: 0.2093898504972458 (0.21168125711563157) | > loss_disc_real_3: 0.23361526429653168 (0.22979219303261944) | > loss_disc_real_4: 0.2665291726589203 (0.2334483568443031) | > loss_disc_real_5: 0.2598147988319397 (0.22351064442134486) | > loss_0: 2.473592758178711 (2.365653655877928) | > grad_norm_0: tensor(15.7661, device='cuda:0') (tensor(10.5353, device='cuda:0')) | > loss_gen: 2.3704631328582764 (2.459416950621256) | > loss_kl: 2.024151086807251 (1.9856127631373521) | > loss_feat: 6.793400764465332 (6.952512796332198) | > loss_mel: 17.242029190063477 (17.566865356957038) | > loss_duration: 2.075641632080078 (2.0113100831101596) | > loss_1: 30.505685806274414 (30.975718056283345) | > grad_norm_1: tensor(268.0511, device='cuda:0') (tensor(123.4688, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.3686 (0.3757655620574952) | > loader_time: 0.0045 (0.003942960646094346)  --> TIME: 2024-06-11 19:06:18 -- STEP: 189/330 -- GLOBAL_STEP: 296750 | > loss_disc: 2.4552886486053467 (2.3654995141205966) | > loss_disc_real_0: 0.10161364823579788 (0.1144182067463007) | > loss_disc_real_1: 0.21441608667373657 (0.1971817452598501) | > loss_disc_real_2: 0.24344795942306519 (0.21209657633746112) | > loss_disc_real_3: 0.22678785026073456 (0.22933410786131703) | > loss_disc_real_4: 0.22276975214481354 (0.23281781864229334) | > loss_disc_real_5: 0.24348458647727966 (0.2232272550857887) | > loss_0: 2.4552886486053467 (2.3654995141205966) | > grad_norm_0: tensor(21.5076, device='cuda:0') (tensor(12.2907, device='cuda:0')) | > loss_gen: 2.427093029022217 (2.4631621711468568) | > loss_kl: 2.0911169052124023 (1.9946916759329498) | > loss_feat: 7.011879920959473 (6.960531598045714) | > loss_mel: 17.54473876953125 (17.54625315893264) | > loss_duration: 2.080076217651367 (2.0183518115805588) | > loss_1: 31.154905319213867 (30.982990527279163) | > grad_norm_1: tensor(354.8866, device='cuda:0') (tensor(147.2982, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.418 (0.3779990118016642) | > loader_time: 0.0051 (0.0040405376878365)  --> TIME: 2024-06-11 19:06:28 -- STEP: 214/330 -- GLOBAL_STEP: 296775 | > loss_disc: 2.386094570159912 (2.366672477989553) | > loss_disc_real_0: 0.06879468262195587 (0.11480416070286915) | > loss_disc_real_1: 0.21868912875652313 (0.19730396930859467) | > loss_disc_real_2: 0.18875624239444733 (0.21248133229875119) | > loss_disc_real_3: 0.24176542460918427 (0.22971700452198493) | > loss_disc_real_4: 0.25000014901161194 (0.23276940447704814) | > loss_disc_real_5: 0.2534824311733246 (0.2235470318070082) | > loss_0: 2.386094570159912 (2.366672477989553) | > grad_norm_0: tensor(16.6317, device='cuda:0') (tensor(14.3181, device='cuda:0')) | > loss_gen: 2.5516059398651123 (2.4708443044502038) | > loss_kl: 1.9450671672821045 (1.997282942321813) | > loss_feat: 6.602505207061768 (6.973928079426846) | > loss_mel: 17.409969329833984 (17.522675081948265) | > loss_duration: 2.1292452812194824 (2.0261014805775948) | > loss_1: 30.63839340209961 (30.990832025759687) | > grad_norm_1: tensor(193.0373, device='cuda:0') (tensor(169.0913, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.4038 (0.3816032465373244) | > loader_time: 0.0055 (0.004171449447346626)  --> TIME: 2024-06-11 19:06:39 -- STEP: 239/330 -- GLOBAL_STEP: 296800 | > loss_disc: 2.338928699493408 (2.3649090992356943) | > loss_disc_real_0: 0.0683780238032341 (0.11386828147903647) | > loss_disc_real_1: 0.24934186041355133 (0.19707582523134462) | > loss_disc_real_2: 0.226228728890419 (0.21185150630304503) | > loss_disc_real_3: 0.19606630504131317 (0.22970529542807255) | > loss_disc_real_4: 0.23396457731723785 (0.23242662578945877) | > loss_disc_real_5: 0.25327378511428833 (0.22350051045168393) | > loss_0: 2.338928699493408 (2.3649090992356943) | > grad_norm_0: tensor(18.4303, device='cuda:0') (tensor(15.8197, device='cuda:0')) | > loss_gen: 2.7365007400512695 (2.4825045523783147) | > loss_kl: 2.026411771774292 (1.9979217077398899) | > loss_feat: 7.290247440338135 (6.996738619385405) | > loss_mel: 17.768360137939453 (17.475320700322246) | > loss_duration: 2.074312686920166 (2.0346276974578283) | > loss_1: 31.895830154418945 (30.987113378037968) | > grad_norm_1: tensor(392.2393, device='cuda:0') (tensor(192.4578, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.4222 (0.38503805463782914) | > loader_time: 0.0054 (0.004269941082559372)  --> TIME: 2024-06-11 19:06:50 -- STEP: 264/330 -- GLOBAL_STEP: 296825 | > loss_disc: 2.3294408321380615 (2.3649075771823074) | > loss_disc_real_0: 0.06944344937801361 (0.11564749664147243) | > loss_disc_real_1: 0.18674017488956451 (0.19721165412303174) | > loss_disc_real_2: 0.21204686164855957 (0.2119255094139865) | > loss_disc_real_3: 0.22249144315719604 (0.2299258080734448) | > loss_disc_real_4: 0.23170439898967743 (0.23229130724388541) | > loss_disc_real_5: 0.22998113930225372 (0.22296175891251274) | > loss_0: 2.3294408321380615 (2.3649075771823074) | > grad_norm_0: tensor(53.9781, device='cuda:0') (tensor(19.0084, device='cuda:0')) | > loss_gen: 2.5385870933532715 (2.489975723353299) | > loss_kl: 2.0306124687194824 (1.9982971372929486) | > loss_feat: 7.593749046325684 (7.019598624923013) | > loss_mel: 17.282211303710938 (17.444867983008887) | > loss_duration: 2.1527795791625977 (2.0429592552510174) | > loss_1: 31.597938537597656 (30.995698777112093) | > grad_norm_1: tensor(535.9482, device='cuda:0') (tensor(220.6842, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.446 (0.38918864636710193) | > loader_time: 0.0055 (0.004397668621756816)  --> TIME: 2024-06-11 19:07:01 -- STEP: 289/330 -- GLOBAL_STEP: 296850 | > loss_disc: 2.487602710723877 (2.368625175581671) | > loss_disc_real_0: 0.11002667993307114 (0.11770521576119954) | > loss_disc_real_1: 0.20771032571792603 (0.1976372975997859) | > loss_disc_real_2: 0.2553074359893799 (0.21221397043718188) | > loss_disc_real_3: 0.24587278068065643 (0.2301791551100754) | > loss_disc_real_4: 0.2260085493326187 (0.23214017293032477) | > loss_disc_real_5: 0.22360552847385406 (0.22255345751051264) | > loss_0: 2.487602710723877 (2.368625175581671) | > grad_norm_0: tensor(10.8586, device='cuda:0') (tensor(21.7618, device='cuda:0')) | > loss_gen: 2.2987723350524902 (2.4898301697107335) | > loss_kl: 2.0353751182556152 (2.000567875518931) | > loss_feat: 6.369405269622803 (7.031848952019503) | > loss_mel: 16.10423469543457 (17.401676158179058) | > loss_duration: 2.2028350830078125 (2.0528705322206227) | > loss_1: 29.010622024536133 (30.976793737972486) | > grad_norm_1: tensor(246.0481, device='cuda:0') (tensor(244.2758, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.4585 (0.394211208119112) | > loader_time: 0.0063 (0.0045495388004606575)  --> TIME: 2024-06-11 19:07:14 -- STEP: 314/330 -- GLOBAL_STEP: 296875 | > loss_disc: 2.363431453704834 (2.369104612405133) | > loss_disc_real_0: 0.14493119716644287 (0.11893706056912234) | > loss_disc_real_1: 0.2346971035003662 (0.19783692764248817) | > loss_disc_real_2: 0.2001264989376068 (0.2121950202402036) | > loss_disc_real_3: 0.22921311855316162 (0.23014670994820868) | > loss_disc_real_4: 0.2008398175239563 (0.23194531873343097) | > loss_disc_real_5: 0.19891338050365448 (0.22241684599856668) | > loss_0: 2.363431453704834 (2.369104612405133) | > grad_norm_0: tensor(47.9774, device='cuda:0') (tensor(22.1386, device='cuda:0')) | > loss_gen: 2.372405767440796 (2.486137227647623) | > loss_kl: 2.069852828979492 (2.005096810258877) | > loss_feat: 7.498460292816162 (7.0497951279779905) | > loss_mel: 16.909494400024414 (17.36918050923926) | > loss_duration: 2.24743914604187 (2.0656415015269225) | > loss_1: 31.097652435302734 (30.975851271562515) | > grad_norm_1: tensor(232.6817, device='cuda:0') (tensor(247.6777, device='cuda:0')) | > current_lr_0: 0.00018480707232579257 | > current_lr_1: 0.00018480707232579257 | > step_time: 0.5389 (0.40196695069598565) | > loader_time: 0.0082 (0.004749667112994348)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5471601486206055 (2.5471601486206055) | > loss_disc_real_0: 0.11712931096553802 (0.11712931096553802) | > loss_disc_real_1: 0.250548392534256 (0.250548392534256) | > loss_disc_real_2: 0.2682429850101471 (0.2682429850101471) | > loss_disc_real_3: 0.2612242102622986 (0.2612242102622986) | > loss_disc_real_4: 0.26630619168281555 (0.26630619168281555) | > loss_disc_real_5: 0.2946714758872986 (0.2946714758872986) | > loss_0: 2.5471601486206055 (2.5471601486206055) | > loss_gen: 2.3094050884246826 (2.3094050884246826) | > loss_kl: 2.7730517387390137 (2.7730517387390137) | > loss_feat: 5.314380168914795 (5.314380168914795) | > loss_mel: 14.081095695495605 (14.081095695495605) | > loss_duration: 3.0436902046203613 (3.0436902046203613) | > loss_1: 27.521621704101562 (27.521621704101562)  --> STEP: 1 | > loss_disc: 2.194316864013672 (2.194316864013672) | > loss_disc_real_0: 0.05507468059659004 (0.05507468059659004) | > loss_disc_real_1: 0.22616925835609436 (0.22616925835609436) | > loss_disc_real_2: 0.1697622835636139 (0.1697622835636139) | > loss_disc_real_3: 0.21883662045001984 (0.21883662045001984) | > loss_disc_real_4: 0.2224070280790329 (0.2224070280790329) | > loss_disc_real_5: 0.20208437740802765 (0.20208437740802765) | > loss_0: 2.194316864013672 (2.194316864013672) | > loss_gen: 2.335374355316162 (2.335374355316162) | > loss_kl: 3.468172550201416 (3.468172550201416) | > loss_feat: 5.983908653259277 (5.983908653259277) | > loss_mel: 17.40427017211914 (17.40427017211914) | > loss_duration: 2.374290943145752 (2.374290943145752) | > loss_1: 31.566017150878906 (31.566017150878906)  --> STEP: 2 | > loss_disc: 2.2063350677490234 (2.2003259658813477) | > loss_disc_real_0: 0.07148633897304535 (0.0632805097848177) | > loss_disc_real_1: 0.2663536071777344 (0.24626143276691437) | > loss_disc_real_2: 0.2485157549381256 (0.20913901925086975) | > loss_disc_real_3: 0.21262596547603607 (0.21573129296302795) | > loss_disc_real_4: 0.18182824552059174 (0.20211763679981232) | > loss_disc_real_5: 0.2039206326007843 (0.20300250500440598) | > loss_0: 2.2063350677490234 (2.2003259658813477) | > loss_gen: 2.536107301712036 (2.435740828514099) | > loss_kl: 2.497180223464966 (2.982676386833191) | > loss_feat: 6.244667053222656 (6.114287853240967) | > loss_mel: 18.473556518554688 (17.938913345336914) | > loss_duration: 2.4681396484375 (2.421215295791626) | > loss_1: 32.21965026855469 (31.892833709716797)  --> STEP: 3 | > loss_disc: 2.3383665084838867 (2.246339480082194) | > loss_disc_real_0: 0.11692538857460022 (0.08116213604807854) | > loss_disc_real_1: 0.22497080266475677 (0.23916455606619516) | > loss_disc_real_2: 0.1503036469221115 (0.189527228474617) | > loss_disc_real_3: 0.22847671806812286 (0.2199797679980596) | > loss_disc_real_4: 0.2077164202928543 (0.20398389796415964) | > loss_disc_real_5: 0.21960806846618652 (0.20853769282499948) | > loss_0: 2.3383665084838867 (2.246339480082194) | > loss_gen: 2.2127914428710938 (2.361424366633097) | > loss_kl: 2.640634536743164 (2.868662436803182) | > loss_feat: 5.14570426940918 (5.791426658630371) | > loss_mel: 14.747368812561035 (16.875065167744953) | > loss_duration: 2.3134634494781494 (2.385298013687134) | > loss_1: 27.059961318969727 (30.28187624613444)  --> STEP: 4 | > loss_disc: 2.189626932144165 (2.2321613430976868) | > loss_disc_real_0: 0.09150806069374084 (0.08374861720949411) | > loss_disc_real_1: 0.19861814379692078 (0.22902795299887657) | > loss_disc_real_2: 0.14000025391578674 (0.17714548483490944) | > loss_disc_real_3: 0.2303187996149063 (0.22256452590227127) | > loss_disc_real_4: 0.24041643738746643 (0.21309203281998634) | > loss_disc_real_5: 0.2231033593416214 (0.21217910945415497) | > loss_0: 2.189626932144165 (2.2321613430976868) | > loss_gen: 2.530519962310791 (2.4036982655525208) | > loss_kl: 3.505776882171631 (3.027941048145294) | > loss_feat: 6.440476894378662 (5.953689217567444) | > loss_mel: 18.788551330566406 (17.353436708450317) | > loss_duration: 2.3946304321289062 (2.387631118297577) | > loss_1: 33.65995788574219 (31.126396656036377)  --> STEP: 5 | > loss_disc: 2.362856149673462 (2.258300304412842) | > loss_disc_real_0: 0.2180919051170349 (0.11061727479100228) | > loss_disc_real_1: 0.2501744329929352 (0.2332572489976883) | > loss_disc_real_2: 0.24674803018569946 (0.19106599390506745) | > loss_disc_real_3: 0.286897212266922 (0.2354310631752014) | > loss_disc_real_4: 0.19330742955207825 (0.20913511216640474) | > loss_disc_real_5: 0.17238491773605347 (0.20422027111053467) | > loss_0: 2.362856149673462 (2.258300304412842) | > loss_gen: 2.559372663497925 (2.4348331451416017) | > loss_kl: 3.17596173286438 (3.0575451850891113) | > loss_feat: 4.786417007446289 (5.720234775543213) | > loss_mel: 18.19695281982422 (17.522139930725096) | > loss_duration: 2.3826277256011963 (2.3866304397583007) | > loss_1: 31.10133171081543 (31.121383666992188)  --> STEP: 6 | > loss_disc: 2.3992156982421875 (2.2817862033843994) | > loss_disc_real_0: 0.09884770214557648 (0.10865567935009797) | > loss_disc_real_1: 0.33426398038864136 (0.2500917042295138) | > loss_disc_real_2: 0.23268401622772217 (0.19800233095884323) | > loss_disc_real_3: 0.25631266832351685 (0.23891133069992065) | > loss_disc_real_4: 0.21451598405838013 (0.21003192414840063) | > loss_disc_real_5: 0.187870055437088 (0.20149523516496023) | > loss_0: 2.3992156982421875 (2.2817862033843994) | > loss_gen: 2.86139178276062 (2.505926251411438) | > loss_kl: 2.3776895999908447 (2.944235920906067) | > loss_feat: 8.128705024719238 (6.121646483739217) | > loss_mel: 17.76594352722168 (17.56277386347453) | > loss_duration: 2.2003211975097656 (2.355578899383545) | > loss_1: 33.33405303955078 (31.490161895751953)  --> STEP: 7 | > loss_disc: 2.2283215522766113 (2.274148396083287) | > loss_disc_real_0: 0.04167557507753372 (0.09908709302544594) | > loss_disc_real_1: 0.19643671810626984 (0.2424267062119075) | > loss_disc_real_2: 0.20820587873458862 (0.19945998064109258) | > loss_disc_real_3: 0.2547953426837921 (0.24118047526904515) | > loss_disc_real_4: 0.2320433408021927 (0.21317641224179948) | > loss_disc_real_5: 0.25659558176994324 (0.20936671325138637) | > loss_0: 2.2283215522766113 (2.274148396083287) | > loss_gen: 2.4231865406036377 (2.4941062927246094) | > loss_kl: 3.5834052562713623 (3.035545825958252) | > loss_feat: 7.297811985015869 (6.289670126778739) | > loss_mel: 18.452953338623047 (17.689942359924316) | > loss_duration: 2.49757719039917 (2.3758643695286343) | > loss_1: 34.25493621826172 (31.88512965611049)  --> STEP: 8 | > loss_disc: 2.0839953422546387 (2.250379264354706) | > loss_disc_real_0: 0.11201688647270203 (0.10070331720635295) | > loss_disc_real_1: 0.17240989208221436 (0.23367460444569588) | > loss_disc_real_2: 0.21228304505348206 (0.20106286369264126) | > loss_disc_real_3: 0.23839367926120758 (0.24083212576806545) | > loss_disc_real_4: 0.16297277808189392 (0.2069009579718113) | > loss_disc_real_5: 0.17633649706840515 (0.20523793622851372) | > loss_0: 2.0839953422546387 (2.250379264354706) | > loss_gen: 2.7365994453430176 (2.5244179368019104) | > loss_kl: 3.2965593338012695 (3.068172514438629) | > loss_feat: 9.826700210571289 (6.731798887252808) | > loss_mel: 20.239343643188477 (18.008617520332336) | > loss_duration: 2.2496256828308105 (2.3600845336914062) | > loss_1: 38.34882736206055 (32.69309186935425)  --> STEP: 9 | > loss_disc: 2.1679954528808594 (2.2412255075242786) | > loss_disc_real_0: 0.13660039007663727 (0.10469188085860676) | > loss_disc_real_1: 0.2831840515136719 (0.23917565411991543) | > loss_disc_real_2: 0.1729707568883896 (0.19794151849216884) | > loss_disc_real_3: 0.25957557559013367 (0.2429147313038508) | > loss_disc_real_4: 0.23944757878780365 (0.21051724917358822) | > loss_disc_real_5: 0.16464975476264954 (0.20072813828786215) | > loss_0: 2.1679954528808594 (2.2412255075242786) | > loss_gen: 2.8657217025756836 (2.562340577443441) | > loss_kl: 2.7610907554626465 (3.0340523189968533) | > loss_feat: 10.432184219360352 (7.142952813042535) | > loss_mel: 19.552391052246094 (18.180147912767197) | > loss_duration: 2.184084892272949 (2.3405290179782443) | > loss_1: 37.795475006103516 (33.26002332899306)  --> STEP: 10 | > loss_disc: 2.7637617588043213 (2.2934791326522825) | > loss_disc_real_0: 0.22137261927127838 (0.11635995469987392) | > loss_disc_real_1: 0.30073246359825134 (0.245331335067749) | > loss_disc_real_2: 0.2559763789176941 (0.20374500453472139) | > loss_disc_real_3: 0.24853815138339996 (0.24347707331180574) | > loss_disc_real_4: 0.2592841386795044 (0.21539393812417984) | > loss_disc_real_5: 0.23367692530155182 (0.20402301698923112) | > loss_0: 2.7637617588043213 (2.2934791326522825) | > loss_gen: 2.0788066387176514 (2.513987183570862) | > loss_kl: 2.973073959350586 (3.0279544830322265) | > loss_feat: 3.0444254875183105 (6.733100080490113) | > loss_mel: 10.992802619934082 (17.461413383483887) | > loss_duration: 2.3945937156677246 (2.3459354877471923) | > loss_1: 21.483701705932617 (32.08239116668701)  --> STEP: 11 | > loss_disc: 2.4023070335388184 (2.3033725781874224) | > loss_disc_real_0: 0.11343426257371902 (0.1160939826884053) | > loss_disc_real_1: 0.24682819843292236 (0.24546741355549206) | > loss_disc_real_2: 0.2044871300458908 (0.20381247049028223) | > loss_disc_real_3: 0.2692434787750244 (0.24581947380846197) | > loss_disc_real_4: 0.22177353501319885 (0.21597390147772702) | > loss_disc_real_5: 0.2519296109676361 (0.20837816189635883) | > loss_0: 2.4023070335388184 (2.3033725781874224) | > loss_gen: 2.3255269527435303 (2.4968544353138316) | > loss_kl: 3.096036911010742 (3.034143794666637) | > loss_feat: 4.737692832946777 (6.551699421622536) | > loss_mel: 18.178552627563477 (17.526607860218395) | > loss_duration: 2.5209574699401855 (2.3618465770374644) | > loss_1: 30.858768463134766 (31.97115273909135)  --> STEP: 12 | > loss_disc: 2.3621110916137695 (2.3082674543062844) | > loss_disc_real_0: 0.13594743609428406 (0.1177484371388952) | > loss_disc_real_1: 0.2969653606414795 (0.249758909145991) | > loss_disc_real_2: 0.24412481486797333 (0.2071718325217565) | > loss_disc_real_3: 0.2345232218503952 (0.24487811947862306) | > loss_disc_real_4: 0.1774791181087494 (0.21276600286364555) | > loss_disc_real_5: 0.181545227766037 (0.20614208405216536) | > loss_0: 2.3621110916137695 (2.3082674543062844) | > loss_gen: 2.3041834831237793 (2.480798522631327) | > loss_kl: 3.0058882236480713 (3.031789163748423) | > loss_feat: 5.315035343170166 (6.448644081751506) | > loss_mel: 14.099629402160645 (17.241026322046917) | > loss_duration: 2.274998188018799 (2.354609211285909) | > loss_1: 26.99973487854004 (31.556867917378742)  --> STEP: 13 | > loss_disc: 2.7240004539489746 (2.3402469158172607) | > loss_disc_real_0: 0.14538612961769104 (0.11987441348341796) | > loss_disc_real_1: 0.2553379535675049 (0.2501880664091844) | > loss_disc_real_2: 0.20170655846595764 (0.20675142682515657) | > loss_disc_real_3: 0.2671922743320465 (0.2465945929288864) | > loss_disc_real_4: 0.2535172700881958 (0.2159007157270725) | > loss_disc_real_5: 0.35028186440467834 (0.2172297594638971) | > loss_0: 2.7240004539489746 (2.3402469158172607) | > loss_gen: 2.0902812480926514 (2.4507587322821984) | > loss_kl: 3.7519619464874268 (3.087187070112962) | > loss_feat: 5.633610725402832 (6.385949208186223) | > loss_mel: 16.828893661499023 (17.20932380969708) | > loss_duration: 2.223933458328247 (2.344557230289166) | > loss_1: 30.5286808013916 (31.477776600764347)  --> STEP: 14 | > loss_disc: 2.738776206970215 (2.3687132937567577) | > loss_disc_real_0: 0.21251483261585236 (0.12649158627859183) | > loss_disc_real_1: 0.3232792317867279 (0.25540886393615175) | > loss_disc_real_2: 0.18893365561962128 (0.20547872888190405) | > loss_disc_real_3: 0.2316025346517563 (0.24552373162337712) | > loss_disc_real_4: 0.2700675129890442 (0.21976977267435618) | > loss_disc_real_5: 0.27354666590690613 (0.22125239563839777) | > loss_0: 2.738776206970215 (2.3687132937567577) | > loss_gen: 2.45235013961792 (2.45087240423475) | > loss_kl: 3.687986135482788 (3.1301012890679494) | > loss_feat: 7.56873893737793 (6.470434188842773) | > loss_mel: 17.334636688232422 (17.21827472959246) | > loss_duration: 2.4230294227600098 (2.350162386894226) | > loss_1: 33.46674346923828 (31.619845662798202)  --> STEP: 15 | > loss_disc: 2.3143186569213867 (2.3650869846343996) | > loss_disc_real_0: 0.15017816424369812 (0.1280706914762656) | > loss_disc_real_1: 0.23351708054542542 (0.2539494117101033) | > loss_disc_real_2: 0.18441829085350037 (0.2040746996800105) | > loss_disc_real_3: 0.2328706681728363 (0.24468019406000774) | > loss_disc_real_4: 0.19324684143066406 (0.21800157725811004) | > loss_disc_real_5: 0.22599631547927856 (0.22156865696112316) | > loss_0: 2.3143186569213867 (2.3650869846343996) | > loss_gen: 2.4259848594665527 (2.449213234583537) | > loss_kl: 3.326411724090576 (3.143188651402791) | > loss_feat: 6.382203102111816 (6.464552116394043) | > loss_mel: 17.028018951416016 (17.205591011047364) | > loss_duration: 2.346890449523926 (2.349944257736206) | > loss_1: 31.509510040283203 (31.612489954630533)  --> STEP: 16 | > loss_disc: 2.8062384128570557 (2.3926589488983154) | > loss_disc_real_0: 0.18975196778774261 (0.1319257712457329) | > loss_disc_real_1: 0.49845632910728455 (0.2692310940474272) | > loss_disc_real_2: 0.23386387526988983 (0.20593652315437794) | > loss_disc_real_3: 0.2498542219400406 (0.24500357080250978) | > loss_disc_real_4: 0.2242124229669571 (0.218389755114913) | > loss_disc_real_5: 0.22833843529224396 (0.2219917681068182) | > loss_0: 2.8062384128570557 (2.3926589488983154) | > loss_gen: 2.196873426437378 (2.433441996574402) | > loss_kl: 3.1920061111450195 (3.1462397426366806) | > loss_feat: 5.844744682312012 (6.425814151763916) | > loss_mel: 14.808232307434082 (17.055756092071533) | > loss_duration: 2.379715919494629 (2.3518049865961075) | > loss_1: 28.42156982421875 (31.413057446479797)  --> STEP: 17 | > loss_disc: 2.4351415634155273 (2.3951579262228573) | > loss_disc_real_0: 0.09928019344806671 (0.13000544313998783) | > loss_disc_real_1: 0.2767905592918396 (0.2696757684735691) | > loss_disc_real_2: 0.24569806456565857 (0.2082754373550415) | > loss_disc_real_3: 0.281759649515152 (0.24716569307972402) | > loss_disc_real_4: 0.21949142217636108 (0.21845455905970404) | > loss_disc_real_5: 0.2224116325378418 (0.22201646601452546) | > loss_0: 2.4351415634155273 (2.3951579262228573) | > loss_gen: 2.433934211730957 (2.4334709504071403) | > loss_kl: 2.4336581230163574 (3.1043231767766617) | > loss_feat: 6.769613742828369 (6.446037657120648) | > loss_mel: 17.937030792236328 (17.107595780316522) | > loss_duration: 2.4997036457061768 (2.3605049077202294) | > loss_1: 32.07394027709961 (31.451932907104492)  --> STEP: 18 | > loss_disc: 2.3966689109802246 (2.395241869820489) | > loss_disc_real_0: 0.17778849601745605 (0.13266005718873608) | > loss_disc_real_1: 0.22446461021900177 (0.26716403745942646) | > loss_disc_real_2: 0.14203830063343048 (0.20459559642606312) | > loss_disc_real_3: 0.17833542823791504 (0.24334178947740132) | > loss_disc_real_4: 0.1948719471693039 (0.21714441395468181) | > loss_disc_real_5: 0.1805226057767868 (0.21971125155687332) | > loss_0: 2.3966689109802246 (2.395241869820489) | > loss_gen: 2.1634018421173096 (2.4184671110577054) | > loss_kl: 2.4328622817993164 (3.0670197937223644) | > loss_feat: 8.473579406738281 (6.558678865432739) | > loss_mel: 16.343183517456055 (17.06512843237983) | > loss_duration: 2.229576587677002 (2.353231112162272) | > loss_1: 31.64260482788086 (31.462525791592068)  --> STEP: 19 | > loss_disc: 2.578693389892578 (2.4048972129821777) | > loss_disc_real_0: 0.13666948676109314 (0.1328710797978075) | > loss_disc_real_1: 0.29077041149139404 (0.26840647819795105) | > loss_disc_real_2: 0.31361642479896545 (0.21033353476147904) | > loss_disc_real_3: 0.2918247580528259 (0.24589352466558156) | > loss_disc_real_4: 0.2666778266429901 (0.2197514356751191) | > loss_disc_real_5: 0.3117240369319916 (0.22455402973451113) | > loss_0: 2.578693389892578 (2.4048972129821777) | > loss_gen: 2.58024525642395 (2.4269817502875077) | > loss_kl: 2.3455777168273926 (3.0290491580963135) | > loss_feat: 5.3924360275268555 (6.497297663437693) | > loss_mel: 17.319072723388672 (17.078493921380293) | > loss_duration: 2.4103808403015137 (2.356238992590653) | > loss_1: 30.047714233398438 (31.38806202537135)  --> STEP: 20 | > loss_disc: 2.488802909851074 (2.4090924978256227) | > loss_disc_real_0: 0.20837968587875366 (0.1366465101018548) | > loss_disc_real_1: 0.28914788365364075 (0.26944354847073554) | > loss_disc_real_2: 0.24491748213768005 (0.2120627321302891) | > loss_disc_real_3: 0.24799568951129913 (0.24599863290786744) | > loss_disc_real_4: 0.22843007743358612 (0.22018536776304246) | > loss_disc_real_5: 0.2159852683544159 (0.22412559166550636) | > loss_0: 2.488802909851074 (2.4090924978256227) | > loss_gen: 2.514195442199707 (2.431342434883118) | > loss_kl: 2.525071382522583 (3.0038502693176268) | > loss_feat: 6.33298397064209 (6.489081978797913) | > loss_mel: 19.656339645385742 (17.207386207580566) | > loss_duration: 2.307084321975708 (2.3537812590599057) | > loss_1: 33.33567428588867 (31.485442638397217)  --> STEP: 21 | > loss_disc: 2.403414487838745 (2.408822116397676) | > loss_disc_real_0: 0.15977734327316284 (0.13774797834810756) | > loss_disc_real_1: 0.22294501960277557 (0.2672293328103565) | > loss_disc_real_2: 0.23943164944648743 (0.2133660139072509) | > loss_disc_real_3: 0.244554340839386 (0.2459298570950826) | > loss_disc_real_4: 0.22074100375175476 (0.2202118266196478) | > loss_disc_real_5: 0.2458355873823166 (0.22515940098535447) | > loss_0: 2.403414487838745 (2.408822116397676) | > loss_gen: 2.319124221801758 (2.425998710450672) | > loss_kl: 2.498164415359497 (2.979769990557716) | > loss_feat: 4.8948283195495605 (6.413165137881324) | > loss_mel: 12.955403327941895 (17.004910832359677) | > loss_duration: 2.138460636138916 (2.343527896063668) | > loss_1: 24.805980682373047 (31.167373021443684)  --> STEP: 22 | > loss_disc: 2.4119374752044678 (2.4089637236161665) | > loss_disc_real_0: 0.0863201692700386 (0.1354103506627408) | > loss_disc_real_1: 0.21518944203853607 (0.2648638832298192) | > loss_disc_real_2: 0.268420934677124 (0.2158685103058815) | > loss_disc_real_3: 0.23433546721935272 (0.24540283937345853) | > loss_disc_real_4: 0.24835717678070068 (0.22149116071787747) | > loss_disc_real_5: 0.2639249563217163 (0.22692147168246182) | > loss_0: 2.4119374752044678 (2.4089637236161665) | > loss_gen: 2.327634334564209 (2.4215276024558325) | > loss_kl: 2.406700611114502 (2.953721382401206) | > loss_feat: 7.771703243255615 (6.474916869943792) | > loss_mel: 18.90947914123535 (17.091482119126752) | > loss_duration: 2.209510326385498 (2.337436188351024) | > loss_1: 33.62502670288086 (31.2790845524181)  --> STEP: 23 | > loss_disc: 2.3821632862091064 (2.407798487207164) | > loss_disc_real_0: 0.11079734563827515 (0.13434022000950316) | > loss_disc_real_1: 0.17751480638980865 (0.2610660972802535) | > loss_disc_real_2: 0.2440972924232483 (0.2170958486588105) | > loss_disc_real_3: 0.2464343011379242 (0.24544768553713095) | > loss_disc_real_4: 0.26414844393730164 (0.22334582520567853) | > loss_disc_real_5: 0.2748413681983948 (0.22900494544402414) | > loss_0: 2.3821632862091064 (2.407798487207164) | > loss_gen: 2.4693078994750977 (2.4236050066740615) | > loss_kl: 2.7718448638916016 (2.9458137076833975) | > loss_feat: 5.900979995727539 (6.449963092803955) | > loss_mel: 17.951641082763672 (17.128880334937055) | > loss_duration: 2.2511258125305176 (2.3336835633153497) | > loss_1: 31.344898223876953 (31.281946016394574)  --> STEP: 24 | > loss_disc: 2.5440592765808105 (2.4134760200977325) | > loss_disc_real_0: 0.2507382929325104 (0.13919013971462846) | > loss_disc_real_1: 0.19670285284519196 (0.2583842954287926) | > loss_disc_real_2: 0.2392817884683609 (0.21802026281754175) | > loss_disc_real_3: 0.22224394977092743 (0.24448086321353912) | > loss_disc_real_4: 0.2692457437515259 (0.2252583218117555) | > loss_disc_real_5: 0.2799137234687805 (0.23112614452838898) | > loss_0: 2.5440592765808105 (2.4134760200977325) | > loss_gen: 2.3970773220062256 (2.4224996864795685) | > loss_kl: 2.562645673751831 (2.929848372936249) | > loss_feat: 6.19434928894043 (6.439312517642975) | > loss_mel: 16.186487197875977 (17.089613954226177) | > loss_duration: 2.4123613834381104 (2.3369618058204646) | > loss_1: 29.752920150756836 (31.218236605326336)  --> STEP: 25 | > loss_disc: 2.444579601287842 (2.414720163345337) | > loss_disc_real_0: 0.21427389979362488 (0.1421934901177883) | > loss_disc_real_1: 0.27349960803985596 (0.25898890793323515) | > loss_disc_real_2: 0.18430370092391968 (0.2166716003417969) | > loss_disc_real_3: 0.18256427347660065 (0.24200419962406158) | > loss_disc_real_4: 0.21478474140167236 (0.22483937859535216) | > loss_disc_real_5: 0.20262084901332855 (0.22998593270778656) | > loss_0: 2.444579601287842 (2.414720163345337) | > loss_gen: 2.2566888332366943 (2.4158672523498534) | > loss_kl: 2.7435929775238037 (2.922398157119751) | > loss_feat: 7.98991584777832 (6.501336650848389) | > loss_mel: 14.698075294494629 (16.993952407836915) | > loss_duration: 2.424978733062744 (2.3404824829101556) | > loss_1: 30.113250732421875 (31.174037170410156)  --> STEP: 26 | > loss_disc: 2.8329689502716064 (2.4308066551501932) | > loss_disc_real_0: 0.12031285464763641 (0.14135192721509016) | > loss_disc_real_1: 0.37134385108947754 (0.26331025190078294) | > loss_disc_real_2: 0.20548398792743683 (0.21624130755662918) | > loss_disc_real_3: 0.15711307525634766 (0.2387391563791495) | > loss_disc_real_4: 0.1770530790090561 (0.22300144399587923) | > loss_disc_real_5: 0.19436053931713104 (0.22861572526968443) | > loss_0: 2.8329689502716064 (2.4308066551501932) | > loss_gen: 1.8175756931304932 (2.3928560385337243) | > loss_kl: 2.4015085697174072 (2.9023639422196608) | > loss_feat: 5.186367988586426 (6.450760933069082) | > loss_mel: 9.763050079345703 (16.71584077981802) | > loss_duration: 2.265122413635254 (2.337584018707275) | > loss_1: 21.433624267578125 (30.79940590491662) --> EVAL PERFORMANCE | > avg_loader_time: 0.002462029457092285 (+5.3506631117600494e-05) | > avg_loss_disc: 2.4308066551501932 (-0.07722452053656914) | > avg_loss_disc_real_0: 0.14135192721509016 (+0.03417559885061704) | > avg_loss_disc_real_1: 0.26331025190078294 (+0.010470296901005982) | > avg_loss_disc_real_2: 0.21624130755662918 (-0.031882917651763376) | > avg_loss_disc_real_3: 0.2387391563791495 (-0.052108823106839064) | > avg_loss_disc_real_4: 0.22300144399587923 (-0.07830295941004389) | > avg_loss_disc_real_5: 0.22861572526968443 (-0.0257502708297509) | > avg_loss_0: 2.4308066551501932 (-0.07722452053656914) | > avg_loss_gen: 2.3928560385337243 (-0.06485631832709737) | > avg_loss_kl: 2.9023639422196608 (-0.0627030776097226) | > avg_loss_feat: 6.450760933069082 (-0.37478382770831775) | > avg_loss_mel: 16.71584077981802 (-1.187571012056793) | > avg_loss_duration: 2.337584018707275 (+0.008777499198913574) | > avg_loss_1: 30.79940590491662 (-1.6811363513653106)  > EPOCH: 633/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:07:43)   --> TIME: 2024-06-11 19:07:48 -- STEP: 9/330 -- GLOBAL_STEP: 296900 | > loss_disc: 2.34438419342041 (2.3274573485056558) | > loss_disc_real_0: 0.08041686564683914 (0.10323347482416365) | > loss_disc_real_1: 0.1914699822664261 (0.19046205282211304) | > loss_disc_real_2: 0.2367936223745346 (0.20323062770896488) | > loss_disc_real_3: 0.24690499901771545 (0.22751952045493656) | > loss_disc_real_4: 0.2572714686393738 (0.23360153867138755) | > loss_disc_real_5: 0.24389015138149261 (0.23691330518987444) | > loss_0: 2.34438419342041 (2.3274573485056558) | > grad_norm_0: tensor(4.7241, device='cuda:0') (tensor(5.7600, device='cuda:0')) | > loss_gen: 2.4839255809783936 (2.470705429712931) | > loss_kl: 1.7182035446166992 (2.0141018629074097) | > loss_feat: 6.796107769012451 (6.764918486277263) | > loss_mel: 18.483373641967773 (18.032115300496418) | > loss_duration: 2.098555564880371 (2.1313288741641574) | > loss_1: 31.58016586303711 (31.413170284695095) | > grad_norm_1: tensor(56.8187, device='cuda:0') (tensor(58.9573, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3463 (0.37083013852437335) | > loader_time: 0.0039 (0.003228346506754557)  --> TIME: 2024-06-11 19:07:57 -- STEP: 34/330 -- GLOBAL_STEP: 296925 | > loss_disc: 2.4230988025665283 (2.3477594221339513) | > loss_disc_real_0: 0.12806668877601624 (0.10721324208904714) | > loss_disc_real_1: 0.18999667465686798 (0.1958207466146525) | > loss_disc_real_2: 0.1978226900100708 (0.20762703129473856) | > loss_disc_real_3: 0.23122292757034302 (0.2268725681830855) | > loss_disc_real_4: 0.24424508213996887 (0.2312602747012587) | > loss_disc_real_5: 0.236210435628891 (0.22484833659494624) | > loss_0: 2.4230988025665283 (2.3477594221339513) | > grad_norm_0: tensor(8.2473, device='cuda:0') (tensor(7.3929, device='cuda:0')) | > loss_gen: 2.4626872539520264 (2.483863164396847) | > loss_kl: 1.9186789989471436 (1.9329155017347897) | > loss_feat: 7.534972667694092 (7.04457444303176) | > loss_mel: 17.73121452331543 (17.798813988180722) | > loss_duration: 2.0447630882263184 (2.031366495525135) | > loss_1: 31.69231605529785 (31.291533582350787) | > grad_norm_1: tensor(94.8022, device='cuda:0') (tensor(68.4096, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3449 (0.36168479919433594) | > loader_time: 0.0031 (0.0032524992437923655)  --> TIME: 2024-06-11 19:08:06 -- STEP: 59/330 -- GLOBAL_STEP: 296950 | > loss_disc: 2.2691056728363037 (2.355489706589004) | > loss_disc_real_0: 0.09876209497451782 (0.1076048540614419) | > loss_disc_real_1: 0.20084120333194733 (0.19399436197038425) | > loss_disc_real_2: 0.21376976370811462 (0.20913588849164672) | > loss_disc_real_3: 0.21565639972686768 (0.22938383736852871) | > loss_disc_real_4: 0.23426173627376556 (0.23427118411508657) | > loss_disc_real_5: 0.22192947566509247 (0.2239100796691442) | > loss_0: 2.2691056728363037 (2.355489706589004) | > grad_norm_0: tensor(7.0698, device='cuda:0') (tensor(8.9892, device='cuda:0')) | > loss_gen: 2.648707866668701 (2.4900652877355025) | > loss_kl: 1.9274635314941406 (1.9331338648068703) | > loss_feat: 7.571988582611084 (7.06472981986353) | > loss_mel: 17.199975967407227 (17.643997224710755) | > loss_duration: 1.9624969959259033 (2.0103552442486) | > loss_1: 31.31063461303711 (31.142281354483913) | > grad_norm_1: tensor(101.9421, device='cuda:0') (tensor(93.5267, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3697 (0.3626100814948648) | > loader_time: 0.0035 (0.0033426648479397015)  --> TIME: 2024-06-11 19:08:16 -- STEP: 84/330 -- GLOBAL_STEP: 296975 | > loss_disc: 2.313591241836548 (2.3616121326174055) | > loss_disc_real_0: 0.1394835114479065 (0.11072157332230184) | > loss_disc_real_1: 0.19458767771720886 (0.19499918658818519) | > loss_disc_real_2: 0.21670083701610565 (0.21068489533804713) | > loss_disc_real_3: 0.20698319375514984 (0.23041785330999465) | > loss_disc_real_4: 0.23100870847702026 (0.23378958836907432) | > loss_disc_real_5: 0.22086384892463684 (0.22356373497417995) | > loss_0: 2.313591241836548 (2.3616121326174055) | > grad_norm_0: tensor(8.3838, device='cuda:0') (tensor(8.5492, device='cuda:0')) | > loss_gen: 2.5047531127929688 (2.483298724605924) | > loss_kl: 2.005162477493286 (1.9505458843140375) | > loss_feat: 7.182940483093262 (7.078895165806725) | > loss_mel: 17.39957046508789 (17.63265298661731) | > loss_duration: 2.0946478843688965 (2.002326907146545) | > loss_1: 31.187074661254883 (31.14771963301159) | > grad_norm_1: tensor(101.8845, device='cuda:0') (tensor(89.3477, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3605 (0.36440123262859525) | > loader_time: 0.004 (0.0034704719270978656)  --> TIME: 2024-06-11 19:08:25 -- STEP: 109/330 -- GLOBAL_STEP: 297000 | > loss_disc: 2.4499785900115967 (2.3632039323859257) | > loss_disc_real_0: 0.09921660274267197 (0.1123341399868694) | > loss_disc_real_1: 0.20506402850151062 (0.1964213731912298) | > loss_disc_real_2: 0.19338679313659668 (0.21144236104750852) | > loss_disc_real_3: 0.26825234293937683 (0.230140232711757) | > loss_disc_real_4: 0.2521781921386719 (0.2321672049957678) | > loss_disc_real_5: 0.2521299123764038 (0.22281108113057022) | > loss_0: 2.4499785900115967 (2.3632039323859257) | > grad_norm_0: tensor(35.6001, device='cuda:0') (tensor(9.5071, device='cuda:0')) | > loss_gen: 2.3802709579467773 (2.478883152708) | > loss_kl: 2.1251535415649414 (1.953889508859827) | > loss_feat: 6.6909003257751465 (7.02551886794764) | > loss_mel: 17.588302612304688 (17.59064971853833) | > loss_duration: 1.9509261846542358 (2.004165935953822) | > loss_1: 30.735551834106445 (31.053107095420906) | > grad_norm_1: tensor(329.0095, device='cuda:0') (tensor(102.7967, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3737 (0.3663001847923349) | > loader_time: 0.0036 (0.003550592912446468) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_297000.pth  --> TIME: 2024-06-11 19:08:39 -- STEP: 134/330 -- GLOBAL_STEP: 297025 | > loss_disc: 2.431159257888794 (2.362723928778919) | > loss_disc_real_0: 0.17044192552566528 (0.11367916732804101) | > loss_disc_real_1: 0.20667961239814758 (0.196381981693097) | > loss_disc_real_2: 0.23923040926456451 (0.21154460511100825) | > loss_disc_real_3: 0.20070306956768036 (0.22963299702352552) | > loss_disc_real_4: 0.21662500500679016 (0.23120083582045428) | > loss_disc_real_5: 0.2208835482597351 (0.22283244277559108) | > loss_0: 2.431159257888794 (2.362723928778919) | > grad_norm_0: tensor(44.5096, device='cuda:0') (tensor(11.5691, device='cuda:0')) | > loss_gen: 2.4776551723480225 (2.477039265988477) | > loss_kl: 1.9004756212234497 (1.9556319393328767) | > loss_feat: 7.20274543762207 (7.006000444070616) | > loss_mel: 17.761444091796875 (17.599906451666527) | > loss_duration: 2.023667573928833 (2.0076042831833667) | > loss_1: 31.365989685058594 (31.046182333533444) | > grad_norm_1: tensor(177.4978, device='cuda:0') (tensor(127.9983, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3777 (0.3687178003254221) | > loader_time: 0.0045 (0.003658947659962213)  --> TIME: 2024-06-11 19:08:48 -- STEP: 159/330 -- GLOBAL_STEP: 297050 | > loss_disc: 2.4076039791107178 (2.3634440733951587) | > loss_disc_real_0: 0.11381004750728607 (0.11369902176677056) | > loss_disc_real_1: 0.19551467895507812 (0.1973132899722214) | > loss_disc_real_2: 0.19720213115215302 (0.21214678555539568) | > loss_disc_real_3: 0.2120107114315033 (0.23035365296234875) | > loss_disc_real_4: 0.2162655144929886 (0.23102875007023602) | > loss_disc_real_5: 0.2158895581960678 (0.2223087765698163) | > loss_0: 2.4076039791107178 (2.3634440733951587) | > grad_norm_0: tensor(23.6576, device='cuda:0') (tensor(14.5669, device='cuda:0')) | > loss_gen: 2.3990156650543213 (2.4818433950532146) | > loss_kl: 2.0639610290527344 (1.9646669738697555) | > loss_feat: 7.236417293548584 (7.018938448444103) | > loss_mel: 16.819847106933594 (17.606767414500858) | > loss_duration: 2.0361571311950684 (2.0106393458708256) | > loss_1: 30.55539894104004 (31.08285550051515) | > grad_norm_1: tensor(212.0072, device='cuda:0') (tensor(155.3849, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3655 (0.3697226002531231) | > loader_time: 0.0044 (0.0037543893610156556)  --> TIME: 2024-06-11 19:08:58 -- STEP: 184/330 -- GLOBAL_STEP: 297075 | > loss_disc: 2.3209493160247803 (2.360344867343487) | > loss_disc_real_0: 0.1052059680223465 (0.11338292276891677) | > loss_disc_real_1: 0.19722408056259155 (0.19663993536454188) | > loss_disc_real_2: 0.1905822455883026 (0.21190831032784088) | > loss_disc_real_3: 0.24471236765384674 (0.23014549773348414) | > loss_disc_real_4: 0.2377592772245407 (0.23031425727126392) | > loss_disc_real_5: 0.2173810601234436 (0.22165107718952323) | > loss_0: 2.3209493160247803 (2.360344867343487) | > grad_norm_0: tensor(21.1842, device='cuda:0') (tensor(15.4095, device='cuda:0')) | > loss_gen: 2.5811610221862793 (2.4845970558083557) | > loss_kl: 1.905938982963562 (1.9708634226218513) | > loss_feat: 7.124330043792725 (7.020866430324057) | > loss_mel: 16.837093353271484 (17.56629164322561) | > loss_duration: 2.0512757301330566 (2.0174695240414637) | > loss_1: 30.499799728393555 (31.06008804362753) | > grad_norm_1: tensor(277.5529, device='cuda:0') (tensor(173.0684, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3943 (0.37128776311874373) | > loader_time: 0.0045 (0.003872530615848044)  --> TIME: 2024-06-11 19:09:08 -- STEP: 209/330 -- GLOBAL_STEP: 297100 | > loss_disc: 2.365549325942993 (2.361568285517714) | > loss_disc_real_0: 0.12514978647232056 (0.11497928715493691) | > loss_disc_real_1: 0.1972416788339615 (0.19659873401149044) | > loss_disc_real_2: 0.184194415807724 (0.21189068614295795) | > loss_disc_real_3: 0.2528311610221863 (0.2298542993348181) | > loss_disc_real_4: 0.2405315339565277 (0.23026073970007555) | > loss_disc_real_5: 0.215047225356102 (0.22106849833538658) | > loss_0: 2.365549325942993 (2.361568285517714) | > grad_norm_0: tensor(8.9241, device='cuda:0') (tensor(17.8540, device='cuda:0')) | > loss_gen: 2.5486068725585938 (2.488396535079443) | > loss_kl: 1.9033585786819458 (1.972089896932173) | > loss_feat: 6.323832988739014 (7.035297530689879) | > loss_mel: 16.732667922973633 (17.521085912531067) | > loss_duration: 2.104680299758911 (2.024742547404821) | > loss_1: 29.613147735595703 (31.04161242434853) | > grad_norm_1: tensor(523.5812, device='cuda:0') (tensor(197.9470, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.3866 (0.3729893043280787) | > loader_time: 0.0045 (0.0039791855515475495)  --> TIME: 2024-06-11 19:09:18 -- STEP: 234/330 -- GLOBAL_STEP: 297125 | > loss_disc: 2.327049732208252 (2.3643624660296307) | > loss_disc_real_0: 0.09073914587497711 (0.11577897908914293) | > loss_disc_real_1: 0.20452380180358887 (0.19700923052608463) | > loss_disc_real_2: 0.22408197820186615 (0.21265410759255418) | > loss_disc_real_3: 0.24742712080478668 (0.23029692604755744) | > loss_disc_real_4: 0.21301205456256866 (0.23075425503855077) | > loss_disc_real_5: 0.20253777503967285 (0.22186724695130292) | > loss_0: 2.327049732208252 (2.3643624660296307) | > grad_norm_0: tensor(37.5230, device='cuda:0') (tensor(20.6711, device='cuda:0')) | > loss_gen: 2.528101921081543 (2.494462002036916) | > loss_kl: 1.8350328207015991 (1.971330391545581) | > loss_feat: 6.718257427215576 (7.042690947524503) | > loss_mel: 16.356321334838867 (17.48718004960279) | > loss_duration: 2.103438377380371 (2.033202277289493) | > loss_1: 29.541152954101562 (31.02886566748986) | > grad_norm_1: tensor(356.5109, device='cuda:0') (tensor(223.0044, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.4222 (0.37657644198491014) | > loader_time: 0.0054 (0.004102197467771353)  --> TIME: 2024-06-11 19:09:30 -- STEP: 259/330 -- GLOBAL_STEP: 297150 | > loss_disc: 2.4019880294799805 (2.3655199489078) | > loss_disc_real_0: 0.08605191111564636 (0.11655405821084516) | > loss_disc_real_1: 0.2346642166376114 (0.19745831013186102) | > loss_disc_real_2: 0.22965532541275024 (0.21283714323660582) | > loss_disc_real_3: 0.22710061073303223 (0.23037177934149516) | > loss_disc_real_4: 0.2500125765800476 (0.2300119615199483) | > loss_disc_real_5: 0.2213698774576187 (0.22130478182124355) | > loss_0: 2.4019880294799805 (2.3655199489078) | > grad_norm_0: tensor(35.0056, device='cuda:0') (tensor(22.3698, device='cuda:0')) | > loss_gen: 2.4215009212493896 (2.4946153854311186) | > loss_kl: 1.968205451965332 (1.9749172166507676) | > loss_feat: 6.921785831451416 (7.05106444340415) | > loss_mel: 17.24056625366211 (17.439252168515466) | > loss_duration: 2.137085437774658 (2.0411316262248835) | > loss_1: 30.689144134521484 (31.000980863239775) | > grad_norm_1: tensor(382.9645, device='cuda:0') (tensor(241.4103, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.4329 (0.38233175240888545) | > loader_time: 0.0057 (0.004251238001819743)  --> TIME: 2024-06-11 19:09:41 -- STEP: 284/330 -- GLOBAL_STEP: 297175 | > loss_disc: 2.419478416442871 (2.363624687765685) | > loss_disc_real_0: 0.13125374913215637 (0.11717190951581152) | > loss_disc_real_1: 0.20951005816459656 (0.19743577165293028) | > loss_disc_real_2: 0.23926323652267456 (0.2125112547106306) | > loss_disc_real_3: 0.23740261793136597 (0.23042370247798907) | > loss_disc_real_4: 0.23936739563941956 (0.22964335400873506) | > loss_disc_real_5: 0.24447742104530334 (0.22118017554912764) | > loss_0: 2.419478416442871 (2.363624687765685) | > grad_norm_0: tensor(66.1977, device='cuda:0') (tensor(23.2369, device='cuda:0')) | > loss_gen: 2.55378794670105 (2.4940479162713154) | > loss_kl: 2.117832660675049 (1.9798420012836726) | > loss_feat: 5.977849006652832 (7.042168227719588) | > loss_mel: 16.70609474182129 (17.38817255261918) | > loss_duration: 2.151231288909912 (2.0505892340566043) | > loss_1: 29.50679588317871 (30.954819968048955) | > grad_norm_1: tensor(629.0062, device='cuda:0') (tensor(256.4229, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.4515 (0.3885369796148487) | > loader_time: 0.007 (0.004426015934474031)  --> TIME: 2024-06-11 19:09:53 -- STEP: 309/330 -- GLOBAL_STEP: 297200 | > loss_disc: 2.410820960998535 (2.368352570580046) | > loss_disc_real_0: 0.11096903681755066 (0.11869099638560443) | > loss_disc_real_1: 0.20269349217414856 (0.1983459669988133) | > loss_disc_real_2: 0.22604131698608398 (0.21276164151318241) | > loss_disc_real_3: 0.25597724318504333 (0.23055774243518373) | > loss_disc_real_4: 0.25108587741851807 (0.22988619855499576) | > loss_disc_real_5: 0.24030143022537231 (0.22109538929169223) | > loss_0: 2.410820960998535 (2.368352570580046) | > grad_norm_0: tensor(61.3263, device='cuda:0') (tensor(24.8333, device='cuda:0')) | > loss_gen: 2.5049352645874023 (2.490150510300322) | > loss_kl: 2.1497159004211426 (1.989423167744115) | > loss_feat: 6.816093444824219 (7.042107571290147) | > loss_mel: 16.350954055786133 (17.351565675828066) | > loss_duration: 2.243011474609375 (2.0624403004507386) | > loss_1: 30.064708709716797 (30.935687241045017) | > grad_norm_1: tensor(638.6126, device='cuda:0') (tensor(271.6687, device='cuda:0')) | > current_lr_0: 0.00018478397144175182 | > current_lr_1: 0.00018478397144175182 | > step_time: 0.4888 (0.39555231112878286) | > loader_time: 0.0076 (0.004618204913093049)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.613215923309326 (2.613215923309326) | > loss_disc_real_0: 0.10669749230146408 (0.10669749230146408) | > loss_disc_real_1: 0.14921711385250092 (0.14921711385250092) | > loss_disc_real_2: 0.21197785437107086 (0.21197785437107086) | > loss_disc_real_3: 0.3069228529930115 (0.3069228529930115) | > loss_disc_real_4: 0.25485938787460327 (0.25485938787460327) | > loss_disc_real_5: 0.3104747533798218 (0.3104747533798218) | > loss_0: 2.613215923309326 (2.613215923309326) | > loss_gen: 2.1334567070007324 (2.1334567070007324) | > loss_kl: 1.8416364192962646 (1.8416364192962646) | > loss_feat: 5.30145788192749 (5.30145788192749) | > loss_mel: 14.366772651672363 (14.366772651672363) | > loss_duration: 2.9954516887664795 (2.9954516887664795) | > loss_1: 26.638774871826172 (26.638774871826172)  --> STEP: 1 | > loss_disc: 2.582350730895996 (2.582350730895996) | > loss_disc_real_0: 0.08534221351146698 (0.08534221351146698) | > loss_disc_real_1: 0.14003780484199524 (0.14003780484199524) | > loss_disc_real_2: 0.2051292061805725 (0.2051292061805725) | > loss_disc_real_3: 0.2960071861743927 (0.2960071861743927) | > loss_disc_real_4: 0.27517133951187134 (0.27517133951187134) | > loss_disc_real_5: 0.32319730520248413 (0.32319730520248413) | > loss_0: 2.582350730895996 (2.582350730895996) | > loss_gen: 2.1677944660186768 (2.1677944660186768) | > loss_kl: 2.4330809116363525 (2.4330809116363525) | > loss_feat: 5.0273237228393555 (5.0273237228393555) | > loss_mel: 17.379179000854492 (17.379179000854492) | > loss_duration: 2.3543176651000977 (2.3543176651000977) | > loss_1: 29.361698150634766 (29.361698150634766)  --> STEP: 2 | > loss_disc: 2.4663703441619873 (2.5243605375289917) | > loss_disc_real_0: 0.06644405424594879 (0.07589313387870789) | > loss_disc_real_1: 0.16087669134140015 (0.1504572480916977) | > loss_disc_real_2: 0.2182580977678299 (0.2116936519742012) | > loss_disc_real_3: 0.3043840229511261 (0.3001956045627594) | > loss_disc_real_4: 0.31419679522514343 (0.2946840673685074) | > loss_disc_real_5: 0.34272998571395874 (0.33296364545822144) | > loss_0: 2.4663703441619873 (2.5243605375289917) | > loss_gen: 2.2843892574310303 (2.2260918617248535) | > loss_kl: 3.062993049621582 (2.7480369806289673) | > loss_feat: 6.194655418395996 (5.610989570617676) | > loss_mel: 19.600574493408203 (18.489876747131348) | > loss_duration: 2.4591922760009766 (2.406754970550537) | > loss_1: 33.601806640625 (31.481752395629883)  --> STEP: 3 | > loss_disc: 1.7902371883392334 (2.279652754465739) | > loss_disc_real_0: 0.03272424638271332 (0.061503504713376365) | > loss_disc_real_1: 0.15718470513820648 (0.15269973377386728) | > loss_disc_real_2: 0.11413608491420746 (0.17917446295420328) | > loss_disc_real_3: 0.21732304990291595 (0.2725714196761449) | > loss_disc_real_4: 0.20077243447303772 (0.26338018973668414) | > loss_disc_real_5: 0.2529376745223999 (0.3062883218129476) | > loss_0: 1.7902371883392334 (2.279652754465739) | > loss_gen: 3.1273632049560547 (2.5265156428019204) | > loss_kl: 3.4378762245178223 (2.9779833952585855) | > loss_feat: 9.130514144897461 (6.7841644287109375) | > loss_mel: 18.325105667114258 (18.434953053792317) | > loss_duration: 2.3414509296417236 (2.384986956914266) | > loss_1: 36.362308502197266 (33.108604431152344)  --> STEP: 4 | > loss_disc: 2.3442320823669434 (2.29579758644104) | > loss_disc_real_0: 0.0934438556432724 (0.06948859244585037) | > loss_disc_real_1: 0.18715108931064606 (0.16131257265806198) | > loss_disc_real_2: 0.15995492041110992 (0.17436957731842995) | > loss_disc_real_3: 0.24701762199401855 (0.2661829702556133) | > loss_disc_real_4: 0.22755944728851318 (0.2544250041246414) | > loss_disc_real_5: 0.23998193442821503 (0.28971172496676445) | > loss_0: 2.3442320823669434 (2.29579758644104) | > loss_gen: 2.191979169845581 (2.4428815245628357) | > loss_kl: 3.1790857315063477 (3.028258979320526) | > loss_feat: 7.916996002197266 (7.0673723220825195) | > loss_mel: 19.344970703125 (18.66245746612549) | > loss_duration: 2.2955543994903564 (2.3626288175582886) | > loss_1: 34.928585052490234 (33.563599586486816)  --> STEP: 5 | > loss_disc: 2.326432704925537 (2.3019246101379394) | > loss_disc_real_0: 0.10707442462444305 (0.07700575888156891) | > loss_disc_real_1: 0.22874055802822113 (0.1747981697320938) | > loss_disc_real_2: 0.18717963993549347 (0.17693158984184265) | > loss_disc_real_3: 0.25238192081451416 (0.2634227603673935) | > loss_disc_real_4: 0.21720296144485474 (0.24698059558868407) | > loss_disc_real_5: 0.18090449273586273 (0.2679502785205841) | > loss_0: 2.326432704925537 (2.3019246101379394) | > loss_gen: 2.252291440963745 (2.4047635078430174) | > loss_kl: 3.002732753753662 (3.0231537342071535) | > loss_feat: 5.959651947021484 (6.845828247070313) | > loss_mel: 19.17706298828125 (18.765378570556642) | > loss_duration: 2.351897716522217 (2.360482597351074) | > loss_1: 32.74363708496094 (33.39960708618164)  --> STEP: 6 | > loss_disc: 2.440685272216797 (2.3250513871510825) | > loss_disc_real_0: 0.05886886268854141 (0.07398294284939766) | > loss_disc_real_1: 0.17432540655136108 (0.17471937586863837) | > loss_disc_real_2: 0.18612001836299896 (0.1784629945953687) | > loss_disc_real_3: 0.25497257709503174 (0.26201439648866653) | > loss_disc_real_4: 0.23444825410842896 (0.24489187200864157) | > loss_disc_real_5: 0.26766130328178406 (0.2679021159807841) | > loss_0: 2.440685272216797 (2.3250513871510825) | > loss_gen: 2.186314105987549 (2.3683552742004395) | > loss_kl: 3.148432493209839 (3.0440335273742676) | > loss_feat: 5.312156677246094 (6.590216318766276) | > loss_mel: 18.003881454467773 (18.63846238454183) | > loss_duration: 2.175419807434082 (2.3296387990315757) | > loss_1: 30.826202392578125 (32.97070630391439)  --> STEP: 7 | > loss_disc: 2.403430938720703 (2.3362484659467424) | > loss_disc_real_0: 0.03313818201422691 (0.06814797701580184) | > loss_disc_real_1: 0.17140628397464752 (0.17424607702663966) | > loss_disc_real_2: 0.18917903304100037 (0.17999385723045894) | > loss_disc_real_3: 0.2505109906196594 (0.2603710527930941) | > loss_disc_real_4: 0.3007950782775879 (0.2528780443327768) | > loss_disc_real_5: 0.2634974718093872 (0.267272881099156) | > loss_0: 2.403430938720703 (2.3362484659467424) | > loss_gen: 2.1268999576568604 (2.3338616575513567) | > loss_kl: 4.076126575469971 (3.1914753913879395) | > loss_feat: 6.053947448730469 (6.513606480189732) | > loss_mel: 18.405868530273438 (18.605234691074916) | > loss_duration: 2.500183582305908 (2.3540023394993375) | > loss_1: 33.16302490234375 (32.9981803894043)  --> STEP: 8 | > loss_disc: 2.5039196014404297 (2.3572073578834534) | > loss_disc_real_0: 0.18405529856681824 (0.08263639220967889) | > loss_disc_real_1: 0.25483202934265137 (0.18431932106614113) | > loss_disc_real_2: 0.19707249104976654 (0.1821286864578724) | > loss_disc_real_3: 0.30846115946769714 (0.26638231612741947) | > loss_disc_real_4: 0.25068047642707825 (0.25260334834456444) | > loss_disc_real_5: 0.28311780095100403 (0.269253496080637) | > loss_0: 2.5039196014404297 (2.3572073578834534) | > loss_gen: 2.4452803134918213 (2.347788989543915) | > loss_kl: 2.8619508743286133 (3.1502848267555237) | > loss_feat: 7.316540241241455 (6.6139732003211975) | > loss_mel: 17.80084800720215 (18.50468635559082) | > loss_duration: 2.1760354042053223 (2.3317564725875854) | > loss_1: 32.60065460205078 (32.94848966598511)  --> STEP: 9 | > loss_disc: 2.280728340148926 (2.3487096892462835) | > loss_disc_real_0: 0.10089917480945587 (0.08466559027632077) | > loss_disc_real_1: 0.15873023867607117 (0.18147608968946669) | > loss_disc_real_2: 0.2008662223815918 (0.1842106348938412) | > loss_disc_real_3: 0.19103597104549408 (0.25801050000720555) | > loss_disc_real_4: 0.22151871025562286 (0.24914949966801536) | > loss_disc_real_5: 0.3090331256389618 (0.27367345492045086) | > loss_0: 2.280728340148926 (2.3487096892462835) | > loss_gen: 2.6594386100769043 (2.3824167251586914) | > loss_kl: 2.2275161743164062 (3.0477549764845104) | > loss_feat: 11.059149742126465 (7.1078817049662275) | > loss_mel: 18.684288024902344 (18.524642096625435) | > loss_duration: 2.1294102668762207 (2.3092735608418784) | > loss_1: 36.759803771972656 (33.37196901109483)  --> STEP: 10 | > loss_disc: 2.5973587036132812 (2.3735745906829835) | > loss_disc_real_0: 0.16834619641304016 (0.09303365088999271) | > loss_disc_real_1: 0.27036166191101074 (0.19036464691162108) | > loss_disc_real_2: 0.21293911337852478 (0.18708348274230957) | > loss_disc_real_3: 0.30482181906700134 (0.2626916319131851) | > loss_disc_real_4: 0.3140377700328827 (0.2556383267045021) | > loss_disc_real_5: 0.28254708647727966 (0.27456081807613375) | > loss_0: 2.5973587036132812 (2.3735745906829835) | > loss_gen: 2.7511372566223145 (2.4192887783050536) | > loss_kl: 2.743831157684326 (3.017362594604492) | > loss_feat: 6.687205791473389 (7.065814113616943) | > loss_mel: 16.882369995117188 (18.360414886474608) | > loss_duration: 2.3598580360412598 (2.3143320083618164) | > loss_1: 31.424402236938477 (33.1772123336792)  --> STEP: 11 | > loss_disc: 2.524294853210449 (2.387276432730935) | > loss_disc_real_0: 0.11408263444900513 (0.09494719484990294) | > loss_disc_real_1: 0.18763545155525208 (0.19011653824286026) | > loss_disc_real_2: 0.24668750166893005 (0.19250202991745688) | > loss_disc_real_3: 0.24406613409519196 (0.2609984048388221) | > loss_disc_real_4: 0.2972843050956726 (0.25942432474006305) | > loss_disc_real_5: 0.350394606590271 (0.2814547988501462) | > loss_0: 2.524294853210449 (2.387276432730935) | > loss_gen: 2.3235626220703125 (2.4105864004655317) | > loss_kl: 3.4115679264068604 (3.053199442950162) | > loss_feat: 6.034084320068359 (6.972020496021617) | > loss_mel: 17.33306121826172 (18.267019098455254) | > loss_duration: 2.535304069519043 (2.3344203775579278) | > loss_1: 31.63758087158203 (33.037245837124914)  --> STEP: 12 | > loss_disc: 2.7654647827148438 (2.4187921285629277) | > loss_disc_real_0: 0.07863685488700867 (0.09358799985299508) | > loss_disc_real_1: 0.2535475790500641 (0.19540245831012726) | > loss_disc_real_2: 0.2596175968647003 (0.19809499382972717) | > loss_disc_real_3: 0.31800350546836853 (0.2657488298912843) | > loss_disc_real_4: 0.3160547614097595 (0.2641435277958711) | > loss_disc_real_5: 0.35082805156707764 (0.2872359032432238) | > loss_0: 2.7654647827148438 (2.4187921285629277) | > loss_gen: 2.2263400554656982 (2.395232538382212) | > loss_kl: 2.380764961242676 (2.997163236141205) | > loss_feat: 5.565182685852051 (6.85478401184082) | > loss_mel: 16.632047653198242 (18.13077147801717) | > loss_duration: 2.239759922027588 (2.326532006263733) | > loss_1: 29.04409408569336 (32.70448319117228)  --> STEP: 13 | > loss_disc: 2.7676820755004883 (2.445629816788894) | > loss_disc_real_0: 0.08162990212440491 (0.09266814618156506) | > loss_disc_real_1: 0.27798590064048767 (0.20175503079707807) | > loss_disc_real_2: 0.282978355884552 (0.20462448321855986) | > loss_disc_real_3: 0.3128872513771057 (0.26937486231327057) | > loss_disc_real_4: 0.2698425352573395 (0.26458191298521483) | > loss_disc_real_5: 0.293538898229599 (0.2877207490114065) | > loss_0: 2.7676820755004883 (2.445629816788894) | > loss_gen: 2.137531042098999 (2.375409346360427) | > loss_kl: 3.709918737411499 (3.051990582392766) | > loss_feat: 5.08706521987915 (6.718805643228384) | > loss_mel: 16.246458053588867 (17.985824291522686) | > loss_duration: 2.301151752471924 (2.3245796790489783) | > loss_1: 29.48212432861328 (32.4566094325139)  --> STEP: 14 | > loss_disc: 2.403552293777466 (2.4426242794309347) | > loss_disc_real_0: 0.10277123004198074 (0.09338979502873761) | > loss_disc_real_1: 0.2091865986585617 (0.2022858570728983) | > loss_disc_real_2: 0.19192026555538177 (0.2037170390997614) | > loss_disc_real_3: 0.21919073164463043 (0.26579028155122486) | > loss_disc_real_4: 0.2112424075603485 (0.26077194831201006) | > loss_disc_real_5: 0.2772800922393799 (0.28697498781340464) | > loss_0: 2.403552293777466 (2.4426242794309347) | > loss_gen: 2.346769332885742 (2.373363631112235) | > loss_kl: 4.09574031829834 (3.1265441349574496) | > loss_feat: 6.311795711517334 (6.689733505249023) | > loss_mel: 19.743961334228516 (18.111405508858816) | > loss_duration: 2.415681838989258 (2.33108697618757) | > loss_1: 34.91394805908203 (32.63213362012591)  --> STEP: 15 | > loss_disc: 2.4262826442718506 (2.441534837086996) | > loss_disc_real_0: 0.08671298623085022 (0.09294467444221179) | > loss_disc_real_1: 0.1960938721895218 (0.2018730580806732) | > loss_disc_real_2: 0.21915139257907867 (0.20474599599838256) | > loss_disc_real_3: 0.24891677498817444 (0.26466538111368815) | > loss_disc_real_4: 0.20918700098991394 (0.25733295182387034) | > loss_disc_real_5: 0.21594494581222534 (0.28223965167999265) | > loss_0: 2.4262826442718506 (2.441534837086996) | > loss_gen: 2.160127878189087 (2.3591479142506917) | > loss_kl: 2.9897327423095703 (3.1174233754475913) | > loss_feat: 7.118845462799072 (6.718340969085693) | > loss_mel: 15.462745666503906 (17.934828186035155) | > loss_duration: 2.379938840866089 (2.334343767166138) | > loss_1: 30.11138916015625 (32.46408398946127)  --> STEP: 16 | > loss_disc: 2.5082054138183594 (2.445701748132706) | > loss_disc_real_0: 0.21529510617256165 (0.10059157642535865) | > loss_disc_real_1: 0.26508015394210815 (0.2058235015720129) | > loss_disc_real_2: 0.24475152790546417 (0.20724634174257517) | > loss_disc_real_3: 0.28484150767326355 (0.2659263890236616) | > loss_disc_real_4: 0.24953420460224152 (0.25684553012251854) | > loss_disc_real_5: 0.27890756726264954 (0.28203139640390873) | > loss_0: 2.5082054138183594 (2.445701748132706) | > loss_gen: 2.8766746520996094 (2.391493335366249) | > loss_kl: 2.5215389728546143 (3.08018060028553) | > loss_feat: 6.944183826446533 (6.732456147670746) | > loss_mel: 16.597963333129883 (17.851274132728577) | > loss_duration: 2.362684488296509 (2.336115062236786) | > loss_1: 31.30304527282715 (32.39151906967164)  --> STEP: 17 | > loss_disc: 2.1809771060943604 (2.4301297103657444) | > loss_disc_real_0: 0.06890740990638733 (0.09872780192424269) | > loss_disc_real_1: 0.1829838901758194 (0.20447999501929565) | > loss_disc_real_2: 0.13511629402637482 (0.20300339775926926) | > loss_disc_real_3: 0.2393692284822464 (0.26436420310946074) | > loss_disc_real_4: 0.25378939509391785 (0.25666575747377735) | > loss_disc_real_5: 0.2821383774280548 (0.2820376894053291) | > loss_0: 2.1809771060943604 (2.4301297103657444) | > loss_gen: 2.6754229068756104 (2.4081950748668) | > loss_kl: 2.5355048179626465 (3.048140848384184) | > loss_feat: 8.451193809509277 (6.833558363073013) | > loss_mel: 18.017539978027344 (17.86105447656968) | > loss_duration: 2.4772732257843018 (2.3444184836219337) | > loss_1: 34.15693283081055 (32.49536693797393)  --> STEP: 18 | > loss_disc: 2.1542625427246094 (2.414803756607904) | > loss_disc_real_0: 0.14248326420783997 (0.10115866093999809) | > loss_disc_real_1: 0.2281838059425354 (0.20579687340392006) | > loss_disc_real_2: 0.1463528871536255 (0.19985614717006683) | > loss_disc_real_3: 0.19225861132144928 (0.26035833689901566) | > loss_disc_real_4: 0.19551914930343628 (0.25326872368653613) | > loss_disc_real_5: 0.17611947655677795 (0.27615334424707627) | > loss_0: 2.1542625427246094 (2.414803756607904) | > loss_gen: 2.9763879776000977 (2.439761347240872) | > loss_kl: 2.3614983558654785 (3.009994043244256) | > loss_feat: 10.840028762817383 (7.0561400519476996) | > loss_mel: 16.879728317260742 (17.806536356608074) | > loss_duration: 2.222641944885254 (2.337653120358785) | > loss_1: 35.2802848815918 (32.650084601508254)  --> STEP: 19 | > loss_disc: 2.648714542388916 (2.427114850596378) | > loss_disc_real_0: 0.15555983781814575 (0.10402188077569008) | > loss_disc_real_1: 0.22863401472568512 (0.20699882821032875) | > loss_disc_real_2: 0.17484280467033386 (0.19853965545955457) | > loss_disc_real_3: 0.2552407383918762 (0.2600889896091662) | > loss_disc_real_4: 0.29057157039642334 (0.2552320314081092) | > loss_disc_real_5: 0.36988145112991333 (0.2810864025040677) | > loss_0: 2.648714542388916 (2.427114850596378) | > loss_gen: 2.378275156021118 (2.4365252319135164) | > loss_kl: 2.42720103263855 (2.9793207268965873) | > loss_feat: 5.477177619934082 (6.973036766052246) | > loss_mel: 17.542766571044922 (17.792653736315277) | > loss_duration: 2.368384599685669 (2.339270566639147) | > loss_1: 30.193805694580078 (32.520806764301504)  --> STEP: 20 | > loss_disc: 2.583374500274658 (2.434927833080292) | > loss_disc_real_0: 0.11607003211975098 (0.10462428834289313) | > loss_disc_real_1: 0.18618008494377136 (0.20595789104700088) | > loss_disc_real_2: 0.18772949278354645 (0.19799914732575416) | > loss_disc_real_3: 0.3190262019634247 (0.26303585022687914) | > loss_disc_real_4: 0.23528361320495605 (0.2542346104979515) | > loss_disc_real_5: 0.2791338264942169 (0.2809887737035751) | > loss_0: 2.583374500274658 (2.434927833080292) | > loss_gen: 2.05843448638916 (2.4176206946372987) | > loss_kl: 2.341228485107422 (2.9474161148071287) | > loss_feat: 4.213859558105469 (6.835077905654908) | > loss_mel: 18.653215408325195 (17.83568181991577) | > loss_duration: 2.310756206512451 (2.3378448486328125) | > loss_1: 29.577495574951172 (32.37364120483399)  --> STEP: 21 | > loss_disc: 2.4726216793060303 (2.4367227781386602) | > loss_disc_real_0: 0.06510108709335327 (0.10274223114053409) | > loss_disc_real_1: 0.15125486254692078 (0.20335298492794945) | > loss_disc_real_2: 0.2609240412712097 (0.20099557084696634) | > loss_disc_real_3: 0.2635205090045929 (0.26305892921629404) | > loss_disc_real_4: 0.2622635066509247 (0.2546169388861883) | > loss_disc_real_5: 0.263236403465271 (0.2801434227398464) | > loss_0: 2.4726216793060303 (2.4367227781386602) | > loss_gen: 2.1935019493103027 (2.406948373431251) | > loss_kl: 2.157193422317505 (2.9097864627838135) | > loss_feat: 4.714410781860352 (6.734093756902785) | > loss_mel: 14.063352584838867 (17.65604709443592) | > loss_duration: 2.1763997077941895 (2.330156984783354) | > loss_1: 25.30485725402832 (32.03703244527181)  --> STEP: 22 | > loss_disc: 2.555093288421631 (2.4421032558787954) | > loss_disc_real_0: 0.11556048691272736 (0.10332487913017924) | > loss_disc_real_1: 0.2629720866680145 (0.20606294409795242) | > loss_disc_real_2: 0.13925926387310028 (0.19818937507542697) | > loss_disc_real_3: 0.2883567810058594 (0.2642088315703652) | > loss_disc_real_4: 0.25826048851013184 (0.25478255477818573) | > loss_disc_real_5: 0.26918673515319824 (0.27964539148590783) | > loss_0: 2.555093288421631 (2.4421032558787954) | > loss_gen: 2.298907995223999 (2.4020374471491035) | > loss_kl: 2.073158025741577 (2.871757897463712) | > loss_feat: 5.800164699554443 (6.691642436114225) | > loss_mel: 17.613056182861328 (17.65409296209162) | > loss_duration: 2.202568531036377 (2.324357509613037) | > loss_1: 29.98785400390625 (31.943887970664285)  --> STEP: 23 | > loss_disc: 2.432698965072632 (2.4416943736698316) | > loss_disc_real_0: 0.16767597198486328 (0.1061227527325568) | > loss_disc_real_1: 0.18634456396102905 (0.205205623222434) | > loss_disc_real_2: 0.18871121108531952 (0.19777728098890054) | > loss_disc_real_3: 0.3112765848636627 (0.2662552556265955) | > loss_disc_real_4: 0.2508767545223236 (0.2546127373757569) | > loss_disc_real_5: 0.283734530210495 (0.27982318012610724) | > loss_0: 2.432698965072632 (2.4416943736698316) | > loss_gen: 2.404188632965088 (2.4021309769671895) | > loss_kl: 2.6010591983795166 (2.8599883888078774) | > loss_feat: 5.804416179656982 (6.6530673814856485) | > loss_mel: 17.10434913635254 (17.630191056624707) | > loss_duration: 2.2799057960510254 (2.322424826414689) | > loss_1: 30.193918228149414 (31.86780232968538)  --> STEP: 24 | > loss_disc: 2.3666586875915527 (2.438567886749903) | > loss_disc_real_0: 0.13111788034439087 (0.10716421638304989) | > loss_disc_real_1: 0.13184712827205658 (0.20214901926616827) | > loss_disc_real_2: 0.20692738890647888 (0.19815853548546633) | > loss_disc_real_3: 0.2479761242866516 (0.26549362515409786) | > loss_disc_real_4: 0.33225545287132263 (0.25784785052140546) | > loss_disc_real_5: 0.27383461594581604 (0.2795736566185951) | > loss_0: 2.3666586875915527 (2.438567886749903) | > loss_gen: 2.5887677669525146 (2.409907509883245) | > loss_kl: 2.4736499786376953 (2.8438909550507865) | > loss_feat: 6.3721418380737305 (6.641362150510152) | > loss_mel: 17.64585304260254 (17.630843639373783) | > loss_duration: 2.4824633598327637 (2.3290930986404423) | > loss_1: 31.562877655029297 (31.85509713490804)  --> STEP: 25 | > loss_disc: 2.471975803375244 (2.439904203414917) | > loss_disc_real_0: 0.12086519598960876 (0.10771225556731225) | > loss_disc_real_1: 0.22427330911159515 (0.20303399085998536) | > loss_disc_real_2: 0.18390525877475739 (0.19758840441703795) | > loss_disc_real_3: 0.2729298770427704 (0.2657910752296448) | > loss_disc_real_4: 0.2763720154762268 (0.2585888171195983) | > loss_disc_real_5: 0.2214188575744629 (0.2772474646568298) | > loss_0: 2.471975803375244 (2.439904203414917) | > loss_gen: 2.3487491607666016 (2.407461175918579) | > loss_kl: 2.9181125164031982 (2.8468598175048827) | > loss_feat: 7.75963830947876 (6.686093196868897) | > loss_mel: 16.580890655517578 (17.588845520019536) | > loss_duration: 2.388977289199829 (2.331488466262818) | > loss_1: 31.996366500854492 (31.8607479095459)  --> STEP: 26 | > loss_disc: 2.345493793487549 (2.436273033802326) | > loss_disc_real_0: 0.10729429125785828 (0.10769618001694863) | > loss_disc_real_1: 0.1571025550365448 (0.2012673971744684) | > loss_disc_real_2: 0.1586303412914276 (0.19609001737374526) | > loss_disc_real_3: 0.22746074199676514 (0.2643168316437648) | > loss_disc_real_4: 0.198060542345047 (0.25626080655134637) | > loss_disc_real_5: 0.20309321582317352 (0.2743953781632276) | > loss_0: 2.345493793487549 (2.436273033802326) | > loss_gen: 2.199683427810669 (2.3994697240682745) | > loss_kl: 2.5563440322875977 (2.835686133458064) | > loss_feat: 10.775045394897461 (6.843360589100764) | > loss_mel: 20.565139770507812 (17.703318375807548) | > loss_duration: 2.275071144104004 (2.3293185692567095) | > loss_1: 38.37128448486328 (32.11115316244272) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024266701478224536 (-3.535930926983153e-05) | > avg_loss_disc: 2.436273033802326 (+0.005466378652132953) | > avg_loss_disc_real_0: 0.10769618001694863 (-0.03365574719814153) | > avg_loss_disc_real_1: 0.2012673971744684 (-0.062042854726314545) | > avg_loss_disc_real_2: 0.19609001737374526 (-0.02015129018288392) | > avg_loss_disc_real_3: 0.2643168316437648 (+0.025577675264615296) | > avg_loss_disc_real_4: 0.25626080655134637 (+0.03325936255546713) | > avg_loss_disc_real_5: 0.2743953781632276 (+0.04577965289354319) | > avg_loss_0: 2.436273033802326 (+0.005466378652132953) | > avg_loss_gen: 2.3994697240682745 (+0.006613685534550218) | > avg_loss_kl: 2.835686133458064 (-0.06667780876159668) | > avg_loss_feat: 6.843360589100764 (+0.392599656031682) | > avg_loss_mel: 17.703318375807548 (+0.9874775959895281) | > avg_loss_duration: 2.3293185692567095 (-0.008265449450565399) | > avg_loss_1: 32.11115316244272 (+1.3117472575261004)  > EPOCH: 634/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:10:25)   --> TIME: 2024-06-11 19:10:28 -- STEP: 4/330 -- GLOBAL_STEP: 297225 | > loss_disc: 2.313504457473755 (2.3254168033599854) | > loss_disc_real_0: 0.12535162270069122 (0.1165217962116003) | > loss_disc_real_1: 0.18038898706436157 (0.2088627591729164) | > loss_disc_real_2: 0.21896269917488098 (0.20259419456124306) | > loss_disc_real_3: 0.24080760776996613 (0.24611641466617584) | > loss_disc_real_4: 0.21648433804512024 (0.23014118149876595) | > loss_disc_real_5: 0.24090315401554108 (0.24059133231639862) | > loss_0: 2.313504457473755 (2.3254168033599854) | > grad_norm_0: tensor(7.9977, device='cuda:0') (tensor(11.4372, device='cuda:0')) | > loss_gen: 2.321230411529541 (2.549202024936676) | > loss_kl: 1.9206963777542114 (1.9764017164707184) | > loss_feat: 6.615400791168213 (6.628631591796875) | > loss_mel: 17.787702560424805 (18.1800217628479) | > loss_duration: 2.123295783996582 (2.160138726234436) | > loss_1: 30.768325805664062 (31.49439573287964) | > grad_norm_1: tensor(57.4025, device='cuda:0') (tensor(108.2255, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3475 (0.3875163197517395) | > loader_time: 0.0031 (0.0031934380531311035)  --> TIME: 2024-06-11 19:10:37 -- STEP: 29/330 -- GLOBAL_STEP: 297250 | > loss_disc: 2.279651165008545 (2.35832114055239) | > loss_disc_real_0: 0.1230262815952301 (0.11076076893970885) | > loss_disc_real_1: 0.17130103707313538 (0.1990715624957249) | > loss_disc_real_2: 0.1966068148612976 (0.20783163864037085) | > loss_disc_real_3: 0.19755353033542633 (0.22924405336380005) | > loss_disc_real_4: 0.2221919149160385 (0.23474814100512142) | > loss_disc_real_5: 0.24739819765090942 (0.22934992714174862) | > loss_0: 2.279651165008545 (2.35832114055239) | > grad_norm_0: tensor(6.1649, device='cuda:0') (tensor(8.9535, device='cuda:0')) | > loss_gen: 2.6142733097076416 (2.48918630336893) | > loss_kl: 1.8447833061218262 (1.9397545148586404) | > loss_feat: 7.602185249328613 (6.874880428971915) | > loss_mel: 18.040040969848633 (17.706633798007303) | > loss_duration: 1.9989862442016602 (2.037259282736943) | > loss_1: 32.10026931762695 (31.047714364939722) | > grad_norm_1: tensor(61.8065, device='cuda:0') (tensor(102.4267, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3608 (0.36606237806122877) | > loader_time: 0.0038 (0.003514199421323579)  --> TIME: 2024-06-11 19:10:46 -- STEP: 54/330 -- GLOBAL_STEP: 297275 | > loss_disc: 2.33636736869812 (2.3705920422518694) | > loss_disc_real_0: 0.10942643880844116 (0.11080213815525726) | > loss_disc_real_1: 0.19418679177761078 (0.1993035171870832) | > loss_disc_real_2: 0.211050882935524 (0.21124735088260085) | > loss_disc_real_3: 0.20482923090457916 (0.22966273874044418) | > loss_disc_real_4: 0.22755582630634308 (0.23508887130905082) | > loss_disc_real_5: 0.20680788159370422 (0.22722861501905653) | > loss_0: 2.33636736869812 (2.3705920422518694) | > grad_norm_0: tensor(4.8812, device='cuda:0') (tensor(9.5592, device='cuda:0')) | > loss_gen: 2.4652163982391357 (2.4718635700367115) | > loss_kl: 1.9669082164764404 (1.9360969905500058) | > loss_feat: 7.985062599182129 (6.937814129723443) | > loss_mel: 18.28125762939453 (17.672389807524503) | > loss_duration: 1.953678011894226 (2.0120022318981308) | > loss_1: 32.652122497558594 (31.030166696619105) | > grad_norm_1: tensor(50.9324, device='cuda:0') (tensor(101.7103, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3773 (0.36825614063828077) | > loader_time: 0.0039 (0.0037061064331619827)  --> TIME: 2024-06-11 19:10:56 -- STEP: 79/330 -- GLOBAL_STEP: 297300 | > loss_disc: 2.3000588417053223 (2.3650920119466665) | > loss_disc_real_0: 0.08205346018075943 (0.11069551959067961) | > loss_disc_real_1: 0.17725250124931335 (0.1988160155619247) | > loss_disc_real_2: 0.21497981250286102 (0.210482256699212) | > loss_disc_real_3: 0.211520254611969 (0.22936152770549437) | > loss_disc_real_4: 0.22685079276561737 (0.23390874172313303) | > loss_disc_real_5: 0.22946810722351074 (0.22523000534576706) | > loss_0: 2.3000588417053223 (2.3650920119466665) | > grad_norm_0: tensor(7.9176, device='cuda:0') (tensor(9.4178, device='cuda:0')) | > loss_gen: 2.500230312347412 (2.4638537394849562) | > loss_kl: 2.0657832622528076 (1.961203388020962) | > loss_feat: 6.805123805999756 (6.9448907103719595) | > loss_mel: 17.001575469970703 (17.610731052446976) | > loss_duration: 1.9733631610870361 (2.0026193600666677) | > loss_1: 30.34607696533203 (30.983298168906682) | > grad_norm_1: tensor(59.6279, device='cuda:0') (tensor(104.5592, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3675 (0.3711317340029946) | > loader_time: 0.004 (0.0037742536279219614)  --> TIME: 2024-06-11 19:11:06 -- STEP: 104/330 -- GLOBAL_STEP: 297325 | > loss_disc: 2.310850143432617 (2.36132174730301) | > loss_disc_real_0: 0.11807858943939209 (0.11169059896984926) | > loss_disc_real_1: 0.16492195427417755 (0.19827409704717305) | > loss_disc_real_2: 0.21755817532539368 (0.21100092879854715) | > loss_disc_real_3: 0.23434005677700043 (0.22853307311351484) | > loss_disc_real_4: 0.20798970758914948 (0.23363427330668157) | > loss_disc_real_5: 0.23813684284687042 (0.22469237332160658) | > loss_0: 2.310850143432617 (2.36132174730301) | > grad_norm_0: tensor(4.9397, device='cuda:0') (tensor(8.6960, device='cuda:0')) | > loss_gen: 2.544203758239746 (2.4680908161860247) | > loss_kl: 2.1244754791259766 (1.9674009932921483) | > loss_feat: 7.972744464874268 (6.950906973618728) | > loss_mel: 17.797483444213867 (17.55962626750653) | > loss_duration: 2.0396838188171387 (2.0042128803638315) | > loss_1: 32.47859191894531 (30.950237861046425) | > grad_norm_1: tensor(39.2342, device='cuda:0') (tensor(96.6048, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3721 (0.3732917606830597) | > loader_time: 0.0042 (0.0038935840129852295)  --> TIME: 2024-06-11 19:11:15 -- STEP: 129/330 -- GLOBAL_STEP: 297350 | > loss_disc: 2.475975751876831 (2.3684889789699595) | > loss_disc_real_0: 0.10269162803888321 (0.11290318853864374) | > loss_disc_real_1: 0.20494480431079865 (0.19876529472742893) | > loss_disc_real_2: 0.20986078679561615 (0.21105656755525012) | > loss_disc_real_3: 0.26462921500205994 (0.23064397956973823) | > loss_disc_real_4: 0.277671217918396 (0.23286687322827274) | > loss_disc_real_5: 0.25055527687072754 (0.22444728005302045) | > loss_0: 2.475975751876831 (2.3684889789699595) | > grad_norm_0: tensor(7.8280, device='cuda:0') (tensor(8.7443, device='cuda:0')) | > loss_gen: 2.5018351078033447 (2.463920371476994) | > loss_kl: 1.9248698949813843 (1.9579904689345249) | > loss_feat: 6.148411750793457 (6.960542434869811) | > loss_mel: 17.318998336791992 (17.587615966796882) | > loss_duration: 1.9894251823425293 (2.005702156429143) | > loss_1: 29.883541107177734 (30.975771379101182) | > grad_norm_1: tensor(157.8784, device='cuda:0') (tensor(96.9549, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3789 (0.3742608635924583) | > loader_time: 0.0039 (0.003945707350738289)  --> TIME: 2024-06-11 19:11:25 -- STEP: 154/330 -- GLOBAL_STEP: 297375 | > loss_disc: 2.490034341812134 (2.368812686437136) | > loss_disc_real_0: 0.19045135378837585 (0.11444607406080544) | > loss_disc_real_1: 0.17400607466697693 (0.19889903765220146) | > loss_disc_real_2: 0.20873010158538818 (0.21122113431428935) | > loss_disc_real_3: 0.24760913848876953 (0.22985416970082692) | > loss_disc_real_4: 0.2437373697757721 (0.23296515750033514) | > loss_disc_real_5: 0.215189591050148 (0.22418335254316207) | > loss_0: 2.490034341812134 (2.368812686437136) | > grad_norm_0: tensor(7.0712, device='cuda:0') (tensor(8.9416, device='cuda:0')) | > loss_gen: 2.4293999671936035 (2.4643441129040404) | > loss_kl: 1.8919720649719238 (1.9639185241290502) | > loss_feat: 6.459671497344971 (6.964232921600342) | > loss_mel: 17.73409652709961 (17.57861112619376) | > loss_duration: 2.027601718902588 (2.008843384005806) | > loss_1: 30.542739868164062 (30.979949988328016) | > grad_norm_1: tensor(48.2572, device='cuda:0') (tensor(100.1354, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3797 (0.37663670019669965) | > loader_time: 0.0046 (0.004003484527786057)  --> TIME: 2024-06-11 19:11:35 -- STEP: 179/330 -- GLOBAL_STEP: 297400 | > loss_disc: 2.3929150104522705 (2.3707661042666297) | > loss_disc_real_0: 0.10951198637485504 (0.11497265454277646) | > loss_disc_real_1: 0.1819586306810379 (0.19835247165996936) | > loss_disc_real_2: 0.1834506243467331 (0.2115611676230777) | > loss_disc_real_3: 0.217597097158432 (0.22977629253984164) | > loss_disc_real_4: 0.21853692829608917 (0.23282206657878513) | > loss_disc_real_5: 0.20372459292411804 (0.22432940657245382) | > loss_0: 2.3929150104522705 (2.3707661042666297) | > grad_norm_0: tensor(16.4791, device='cuda:0') (tensor(10.0954, device='cuda:0')) | > loss_gen: 2.2760138511657715 (2.461411911682044) | > loss_kl: 1.9626632928848267 (1.9671006888650648) | > loss_feat: 6.838297367095947 (6.962200910685449) | > loss_mel: 17.798137664794922 (17.559550461156412) | > loss_duration: 2.076270580291748 (2.0150396550833833) | > loss_1: 30.951383590698242 (30.965303580854194) | > grad_norm_1: tensor(105.0352, device='cuda:0') (tensor(114.7059, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.3955 (0.37853173437065246) | > loader_time: 0.0049 (0.004083592132483114)  --> TIME: 2024-06-11 19:11:46 -- STEP: 204/330 -- GLOBAL_STEP: 297425 | > loss_disc: 2.37573504447937 (2.3717911196689974) | > loss_disc_real_0: 0.09958481788635254 (0.11600133170391999) | > loss_disc_real_1: 0.18410006165504456 (0.19886214242262) | > loss_disc_real_2: 0.22665180265903473 (0.2117397884527842) | > loss_disc_real_3: 0.23584601283073425 (0.23013062986965274) | > loss_disc_real_4: 0.2505224049091339 (0.23221108711817684) | > loss_disc_real_5: 0.24573372304439545 (0.22428419813513756) | > loss_0: 2.37573504447937 (2.3717911196689974) | > grad_norm_0: tensor(14.6236, device='cuda:0') (tensor(13.2925, device='cuda:0')) | > loss_gen: 2.6006088256835938 (2.4643019753343918) | > loss_kl: 2.0598039627075195 (1.9735691740232355) | > loss_feat: 7.352448463439941 (6.970305676553764) | > loss_mel: 17.571048736572266 (17.552889188130695) | > loss_duration: 2.0180561542510986 (2.022725632962058) | > loss_1: 31.601966857910156 (30.9837916505103) | > grad_norm_1: tensor(365.2360, device='cuda:0') (tensor(145.0094, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.4022 (0.3809921776547151) | > loader_time: 0.0049 (0.004200982112510532)  --> TIME: 2024-06-11 19:11:56 -- STEP: 229/330 -- GLOBAL_STEP: 297450 | > loss_disc: 2.3766186237335205 (2.369896785661122) | > loss_disc_real_0: 0.08557367324829102 (0.11569395065958323) | > loss_disc_real_1: 0.1540166735649109 (0.19871241622096067) | > loss_disc_real_2: 0.22981873154640198 (0.21111846243450214) | > loss_disc_real_3: 0.23329094052314758 (0.22967181058690017) | > loss_disc_real_4: 0.252041757106781 (0.2320208853379087) | > loss_disc_real_5: 0.25853395462036133 (0.22427188849084762) | > loss_0: 2.3766186237335205 (2.369896785661122) | > grad_norm_0: tensor(20.2317, device='cuda:0') (tensor(15.5561, device='cuda:0')) | > loss_gen: 2.6069366931915283 (2.472702133603492) | > loss_kl: 1.9650607109069824 (1.9762517833293265) | > loss_feat: 7.276164531707764 (6.983970656665652) | > loss_mel: 17.351760864257812 (17.498247621361337) | > loss_duration: 2.120945930480957 (2.0313409608524435) | > loss_1: 31.32086944580078 (30.96251318652557) | > grad_norm_1: tensor(276.6403, device='cuda:0') (tensor(166.6787, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.4157 (0.3844015265135785) | > loader_time: 0.0056 (0.0043118291546684175)  --> TIME: 2024-06-11 19:12:07 -- STEP: 254/330 -- GLOBAL_STEP: 297475 | > loss_disc: 2.3775970935821533 (2.3687479111153307) | > loss_disc_real_0: 0.11878624558448792 (0.11565933467482957) | > loss_disc_real_1: 0.1726989448070526 (0.1990530194612) | > loss_disc_real_2: 0.21232646703720093 (0.2112695973102502) | > loss_disc_real_3: 0.24466654658317566 (0.23054513886688263) | > loss_disc_real_4: 0.2495906800031662 (0.23158280269836817) | > loss_disc_real_5: 0.22782117128372192 (0.22336048638726783) | > loss_0: 2.3775970935821533 (2.3687479111153307) | > grad_norm_0: tensor(44.7128, device='cuda:0') (tensor(17.9155, device='cuda:0')) | > loss_gen: 2.4841761589050293 (2.482025899286345) | > loss_kl: 1.9180136919021606 (1.9784957081314147) | > loss_feat: 7.1722917556762695 (7.007359301950049) | > loss_mel: 17.12140464782715 (17.455688116118658) | > loss_duration: 2.062696695327759 (2.038482077947751) | > loss_1: 30.758583068847656 (30.962051121268686) | > grad_norm_1: tensor(267.2218, device='cuda:0') (tensor(193.9404, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.4313 (0.38846917696825156) | > loader_time: 0.0058 (0.004440144291074259)  --> TIME: 2024-06-11 19:12:18 -- STEP: 279/330 -- GLOBAL_STEP: 297500 | > loss_disc: 2.280099630355835 (2.3706330013958774) | > loss_disc_real_0: 0.19222083687782288 (0.11692845177799997) | > loss_disc_real_1: 0.21835049986839294 (0.1989802935537899) | > loss_disc_real_2: 0.23470836877822876 (0.2114145899972608) | > loss_disc_real_3: 0.23967857658863068 (0.23069620217900977) | > loss_disc_real_4: 0.2497212439775467 (0.23176363094519542) | > loss_disc_real_5: 0.22482557594776154 (0.2230109799399598) | > loss_0: 2.280099630355835 (2.3706330013958774) | > grad_norm_0: tensor(54.8302, device='cuda:0') (tensor(21.0358, device='cuda:0')) | > loss_gen: 2.6131324768066406 (2.4842878447638608) | > loss_kl: 1.9461705684661865 (1.9823233239539635) | > loss_feat: 7.05745792388916 (7.014491822984483) | > loss_mel: 17.184598922729492 (17.403925423981036) | > loss_duration: 2.1400318145751953 (2.0479487898529203) | > loss_1: 30.94139289855957 (30.93297722519085) | > grad_norm_1: tensor(619.0405, device='cuda:0') (tensor(220.4763, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.4403 (0.39344189671205354) | > loader_time: 0.0065 (0.004581436888718692) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_297500.pth  --> TIME: 2024-06-11 19:12:35 -- STEP: 304/330 -- GLOBAL_STEP: 297525 | > loss_disc: 2.3565404415130615 (2.372162553824875) | > loss_disc_real_0: 0.12813378870487213 (0.11788399632726061) | > loss_disc_real_1: 0.18424154818058014 (0.19900653202478824) | > loss_disc_real_2: 0.16418109834194183 (0.21138658948046596) | > loss_disc_real_3: 0.2033809870481491 (0.2305992101564219) | > loss_disc_real_4: 0.2388152927160263 (0.2318489620658128) | > loss_disc_real_5: 0.17634283006191254 (0.22293201794749812) | > loss_0: 2.3565404415130615 (2.372162553824875) | > grad_norm_0: tensor(31.2069, device='cuda:0') (tensor(21.8624, device='cuda:0')) | > loss_gen: 2.328249931335449 (2.478549252215184) | > loss_kl: 2.0834782123565674 (1.9877568934308856) | > loss_feat: 7.496347427368164 (7.011317480551569) | > loss_mel: 16.564119338989258 (17.33642584712882) | > loss_duration: 2.2097485065460205 (2.059007210558966) | > loss_1: 30.681943893432617 (30.87305670035513) | > grad_norm_1: tensor(250.8040, device='cuda:0') (tensor(232.1289, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 0.4708 (0.3999618809474141) | > loader_time: 0.0071 (0.004765629768371583)  --> TIME: 2024-06-11 19:13:02 -- STEP: 329/330 -- GLOBAL_STEP: 297550 | > loss_disc: 2.4226999282836914 (2.3769754747489293) | > loss_disc_real_0: 0.12065252661705017 (0.11958553028324093) | > loss_disc_real_1: 0.2095576524734497 (0.19955102270497382) | > loss_disc_real_2: 0.23100285232067108 (0.21157581560698685) | > loss_disc_real_3: 0.2226698100566864 (0.23086672998670388) | > loss_disc_real_4: 0.2956153154373169 (0.23222652965403617) | > loss_disc_real_5: 0.301165908575058 (0.22368932934336386) | > loss_0: 2.4226999282836914 (2.3769754747489293) | > grad_norm_0: tensor(7.7520, device='cuda:0') (tensor(21.9933, device='cuda:0')) | > loss_gen: 2.3028976917266846 (2.4754124506628616) | > loss_kl: 2.2865312099456787 (1.998679315790217) | > loss_feat: 11.038949966430664 (7.111657822385747) | > loss_mel: 17.861297607421875 (17.318817005331386) | > loss_duration: 2.304109573364258 (2.0735762927307544) | > loss_1: 35.793785095214844 (30.97814286878406) | > grad_norm_1: tensor(91.1460, device='cuda:0') (tensor(234.8767, device='cuda:0')) | > current_lr_0: 0.0001847608734453216 | > current_lr_1: 0.0001847608734453216 | > step_time: 12.8665 (0.4503312763109758) | > loader_time: 0.0334 (0.005183575725845289)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4599289894104004 (2.4599289894104004) | > loss_disc_real_0: 0.04268920421600342 (0.04268920421600342) | > loss_disc_real_1: 0.2332260012626648 (0.2332260012626648) | > loss_disc_real_2: 0.32389429211616516 (0.32389429211616516) | > loss_disc_real_3: 0.20953240990638733 (0.20953240990638733) | > loss_disc_real_4: 0.2969403564929962 (0.2969403564929962) | > loss_disc_real_5: 0.25380662083625793 (0.25380662083625793) | > loss_0: 2.4599289894104004 (2.4599289894104004) | > loss_gen: 2.6344845294952393 (2.6344845294952393) | > loss_kl: 1.8455231189727783 (1.8455231189727783) | > loss_feat: 6.172817707061768 (6.172817707061768) | > loss_mel: 15.85913372039795 (15.85913372039795) | > loss_duration: 2.966578483581543 (2.966578483581543) | > loss_1: 29.478538513183594 (29.478538513183594)  --> STEP: 1 | > loss_disc: 1.9807567596435547 (1.9807567596435547) | > loss_disc_real_0: 0.044589266180992126 (0.044589266180992126) | > loss_disc_real_1: 0.1274026483297348 (0.1274026483297348) | > loss_disc_real_2: 0.15825460851192474 (0.15825460851192474) | > loss_disc_real_3: 0.15045301616191864 (0.15045301616191864) | > loss_disc_real_4: 0.18090380728244781 (0.18090380728244781) | > loss_disc_real_5: 0.1801275610923767 (0.1801275610923767) | > loss_0: 1.9807567596435547 (1.9807567596435547) | > loss_gen: 2.2598373889923096 (2.2598373889923096) | > loss_kl: 3.4489047527313232 (3.4489047527313232) | > loss_feat: 7.5594377517700195 (7.5594377517700195) | > loss_mel: 18.32627296447754 (18.32627296447754) | > loss_duration: 2.412282943725586 (2.412282943725586) | > loss_1: 34.006736755371094 (34.006736755371094)  --> STEP: 2 | > loss_disc: 2.310533285140991 (2.145645022392273) | > loss_disc_real_0: 0.09250043332576752 (0.06854484975337982) | > loss_disc_real_1: 0.18589186668395996 (0.15664725750684738) | > loss_disc_real_2: 0.24624496698379517 (0.20224978774785995) | > loss_disc_real_3: 0.1923760622739792 (0.1714145392179489) | > loss_disc_real_4: 0.2357902079820633 (0.20834700763225555) | > loss_disc_real_5: 0.2525978088378906 (0.21636268496513367) | > loss_0: 2.310533285140991 (2.145645022392273) | > loss_gen: 2.3296189308166504 (2.29472815990448) | > loss_kl: 2.4407365322113037 (2.9448206424713135) | > loss_feat: 6.638643264770508 (7.099040508270264) | > loss_mel: 18.980945587158203 (18.65360927581787) | > loss_duration: 2.467564105987549 (2.4399235248565674) | > loss_1: 32.85750961303711 (33.4321231842041)  --> STEP: 3 | > loss_disc: 1.8730926513671875 (2.0547942320505777) | > loss_disc_real_0: 0.07673841714859009 (0.07127603888511658) | > loss_disc_real_1: 0.13015806674957275 (0.14781752725442251) | > loss_disc_real_2: 0.15247981250286102 (0.18565979599952698) | > loss_disc_real_3: 0.1759238839149475 (0.17291765411694845) | > loss_disc_real_4: 0.1734146773815155 (0.19670289754867554) | > loss_disc_real_5: 0.1671835035085678 (0.19996962447961172) | > loss_0: 1.8730926513671875 (2.0547942320505777) | > loss_gen: 2.6634023189544678 (2.417619546254476) | > loss_kl: 3.906480312347412 (3.265373865763346) | > loss_feat: 8.85524845123291 (7.6844431559244795) | > loss_mel: 18.20052719116211 (18.50258191426595) | > loss_duration: 2.354125499725342 (2.4113241831461587) | > loss_1: 35.97978210449219 (34.28134282430013)  --> STEP: 4 | > loss_disc: 2.14847469329834 (2.0782143473625183) | > loss_disc_real_0: 0.07246661186218262 (0.07157368212938309) | > loss_disc_real_1: 0.191410630941391 (0.15871580317616463) | > loss_disc_real_2: 0.2016478031873703 (0.1896567977964878) | > loss_disc_real_3: 0.200190931558609 (0.1797359734773636) | > loss_disc_real_4: 0.19110159575939178 (0.1953025721013546) | > loss_disc_real_5: 0.16436028480529785 (0.19106728956103325) | > loss_0: 2.14847469329834 (2.0782143473625183) | > loss_gen: 2.7322609424591064 (2.4962798953056335) | > loss_kl: 3.8293473720550537 (3.406367242336273) | > loss_feat: 9.991806030273438 (8.261283874511719) | > loss_mel: 18.8343563079834 (18.585525512695312) | > loss_duration: 2.3269097805023193 (2.390220582485199) | > loss_1: 37.71467971801758 (35.13967704772949)  --> STEP: 5 | > loss_disc: 2.2688608169555664 (2.116343641281128) | > loss_disc_real_0: 0.18358202278614044 (0.09397535026073456) | > loss_disc_real_1: 0.19683349132537842 (0.16633934080600737) | > loss_disc_real_2: 0.14032819867134094 (0.17979107797145844) | > loss_disc_real_3: 0.2720997929573059 (0.19820873737335204) | > loss_disc_real_4: 0.1980653703212738 (0.19585513174533845) | > loss_disc_real_5: 0.21379758417606354 (0.1956133484840393) | > loss_0: 2.2688608169555664 (2.116343641281128) | > loss_gen: 2.571511745452881 (2.511326265335083) | > loss_kl: 2.595099925994873 (3.2441137790679933) | > loss_feat: 6.2696027755737305 (7.862947654724121) | > loss_mel: 18.543943405151367 (18.577209091186525) | > loss_duration: 2.396005153656006 (2.39137749671936) | > loss_1: 32.376163482666016 (34.5869743347168)  --> STEP: 6 | > loss_disc: 2.5058367252349854 (2.1812591552734375) | > loss_disc_real_0: 0.11380454897880554 (0.09728021671374638) | > loss_disc_real_1: 0.21282950043678284 (0.17408770074446997) | > loss_disc_real_2: 0.2600417137145996 (0.19316618392864862) | > loss_disc_real_3: 0.21266764402389526 (0.2006185551484426) | > loss_disc_real_4: 0.3069562613964081 (0.21437198668718338) | > loss_disc_real_5: 0.27086693048477173 (0.20815561215082803) | > loss_0: 2.5058367252349854 (2.1812591552734375) | > loss_gen: 2.4362165927886963 (2.498807986577352) | > loss_kl: 3.1145291328430176 (3.222516338030497) | > loss_feat: 6.0866546630859375 (7.566898822784424) | > loss_mel: 17.76091194152832 (18.44115956624349) | > loss_duration: 2.165123462677002 (2.353668491045634) | > loss_1: 31.563434600830078 (34.08305104573568)  --> STEP: 7 | > loss_disc: 2.3036746978759766 (2.198747089930943) | > loss_disc_real_0: 0.06478212773799896 (0.0926376325743539) | > loss_disc_real_1: 0.20541390776634216 (0.17856287317616598) | > loss_disc_real_2: 0.2512511909008026 (0.20146404206752777) | > loss_disc_real_3: 0.20669658482074738 (0.20148684510162898) | > loss_disc_real_4: 0.2307882010936737 (0.21671716017382486) | > loss_disc_real_5: 0.23115184903144836 (0.21144078884805953) | > loss_0: 2.3036746978759766 (2.198747089930943) | > loss_gen: 2.381711959838867 (2.4820799827575684) | > loss_kl: 4.493646144866943 (3.404106310435704) | > loss_feat: 5.871783256530762 (7.324739456176758) | > loss_mel: 18.32790756225586 (18.42498070853097) | > loss_duration: 2.499190092086792 (2.374457291194371) | > loss_1: 33.57423782348633 (34.0103634425572)  --> STEP: 8 | > loss_disc: 2.425776720046997 (2.22712579369545) | > loss_disc_real_0: 0.1412496715784073 (0.09871413744986057) | > loss_disc_real_1: 0.2563410699367523 (0.18828514777123928) | > loss_disc_real_2: 0.301318496465683 (0.21394584886729717) | > loss_disc_real_3: 0.2505059838294983 (0.20761423744261265) | > loss_disc_real_4: 0.29139846563339233 (0.2260523233562708) | > loss_disc_real_5: 0.24339830875396729 (0.215435478836298) | > loss_0: 2.425776720046997 (2.22712579369545) | > loss_gen: 2.834848165512085 (2.526176005601883) | > loss_kl: 2.7347474098205566 (3.3204364478588104) | > loss_feat: 7.198670864105225 (7.308980882167816) | > loss_mel: 18.996904373168945 (18.496471166610718) | > loss_duration: 2.295590877532959 (2.3645989894866943) | > loss_1: 34.060760498046875 (34.01666307449341)  --> STEP: 9 | > loss_disc: 2.628805637359619 (2.271756887435913) | > loss_disc_real_0: 0.1129557341337204 (0.10029653708140056) | > loss_disc_real_1: 0.16588568687438965 (0.18579631878270042) | > loss_disc_real_2: 0.1986505389213562 (0.21224636998441485) | > loss_disc_real_3: 0.21878457069396973 (0.20885538558165231) | > loss_disc_real_4: 0.23561422526836395 (0.22711475690205893) | > loss_disc_real_5: 0.2903599143028259 (0.22376041611035666) | > loss_0: 2.628805637359619 (2.271756887435913) | > loss_gen: 2.0326943397521973 (2.4713447093963623) | > loss_kl: 2.5258636474609375 (3.232150581147936) | > loss_feat: 11.047513961791992 (7.724373446570502) | > loss_mel: 18.855175018310547 (18.53632715013292) | > loss_duration: 2.2117371559143066 (2.3476143413119845) | > loss_1: 36.6729850769043 (34.31180996365018)  --> STEP: 10 | > loss_disc: 2.42114520072937 (2.286695718765259) | > loss_disc_real_0: 0.12436096370220184 (0.10270297974348068) | > loss_disc_real_1: 0.21125663816928864 (0.18834235072135924) | > loss_disc_real_2: 0.22190460562705994 (0.21321219354867935) | > loss_disc_real_3: 0.24387937784194946 (0.21235778480768203) | > loss_disc_real_4: 0.2440946400165558 (0.2288127452135086) | > loss_disc_real_5: 0.2763760983943939 (0.22902198433876036) | > loss_0: 2.42114520072937 (2.286695718765259) | > loss_gen: 2.3654062747955322 (2.460750865936279) | > loss_kl: 2.4911489486694336 (3.1580504179000854) | > loss_feat: 7.3143310546875 (7.683369207382202) | > loss_mel: 18.602205276489258 (18.542914962768556) | > loss_duration: 2.359461784362793 (2.3487990856170655) | > loss_1: 33.13255310058594 (34.19388427734375)  --> STEP: 11 | > loss_disc: 2.354750633239746 (2.2928825291720303) | > loss_disc_real_0: 0.07774369418621063 (0.10043395378372887) | > loss_disc_real_1: 0.19247975945472717 (0.18871847878802905) | > loss_disc_real_2: 0.2600114941596985 (0.21746667542240836) | > loss_disc_real_3: 0.20248731970787048 (0.21146046979860825) | > loss_disc_real_4: 0.20871609449386597 (0.22698577696626837) | > loss_disc_real_5: 0.2496221512556076 (0.2308947267857465) | > loss_0: 2.354750633239746 (2.2928825291720303) | > loss_gen: 2.2559125423431396 (2.442129200155085) | > loss_kl: 3.4642934799194336 (3.185890696265481) | > loss_feat: 6.721112251281738 (7.59589130228216) | > loss_mel: 17.669940948486328 (18.4635536887429) | > loss_duration: 2.5199646949768066 (2.36435959555886) | > loss_1: 32.6312255859375 (34.05182439630682)  --> STEP: 12 | > loss_disc: 2.10963773727417 (2.2776121298472085) | > loss_disc_real_0: 0.08669210970401764 (0.09928880011041959) | > loss_disc_real_1: 0.15916533768177032 (0.18625571702917418) | > loss_disc_real_2: 0.16033580899238586 (0.21270576988657316) | > loss_disc_real_3: 0.2202831208705902 (0.21219569072127342) | > loss_disc_real_4: 0.1729791909456253 (0.22248522813121477) | > loss_disc_real_5: 0.11772294342517853 (0.2214637448390325) | > loss_0: 2.10963773727417 (2.2776121298472085) | > loss_gen: 2.4646544456481934 (2.444006303946177) | > loss_kl: 2.9573941230773926 (3.1668493151664734) | > loss_feat: 7.989083290100098 (7.628657301266988) | > loss_mel: 18.914583206176758 (18.501139481862385) | > loss_duration: 2.2785332202911377 (2.357207397619883) | > loss_1: 34.604248046875 (34.097859700520836)  --> STEP: 13 | > loss_disc: 2.2722649574279785 (2.2772008088918834) | > loss_disc_real_0: 0.14594285190105438 (0.10287757332508381) | > loss_disc_real_1: 0.21551944315433502 (0.18850677288495576) | > loss_disc_real_2: 0.24331441521644592 (0.21506028106579414) | > loss_disc_real_3: 0.21548567712306976 (0.21244876659833467) | > loss_disc_real_4: 0.18713143467903137 (0.2197657055579699) | > loss_disc_real_5: 0.14151586592197418 (0.21531390799925879) | > loss_0: 2.2722649574279785 (2.2772008088918834) | > loss_gen: 2.364503860473633 (2.437890731371366) | > loss_kl: 3.408083915710449 (3.1854058229006252) | > loss_feat: 7.030852317810059 (7.582672302539532) | > loss_mel: 15.724003791809082 (18.287513659550594) | > loss_duration: 2.2742769718170166 (2.3508281340965858) | > loss_1: 30.801721572875977 (33.84431061377892)  --> STEP: 14 | > loss_disc: 2.4143919944763184 (2.2870001792907715) | > loss_disc_real_0: 0.14832037687301636 (0.10612348786422185) | > loss_disc_real_1: 0.27020204067230225 (0.1943421491554805) | > loss_disc_real_2: 0.27354058623313904 (0.2192374457206045) | > loss_disc_real_3: 0.22024427354335785 (0.21300558852297918) | > loss_disc_real_4: 0.2835828363895416 (0.22432407204593932) | > loss_disc_real_5: 0.20357082784175873 (0.21447511655943735) | > loss_0: 2.4143919944763184 (2.2870001792907715) | > loss_gen: 2.504394292831421 (2.44264098576137) | > loss_kl: 3.697401285171509 (3.2219769273485457) | > loss_feat: 6.302143096923828 (7.491205930709839) | > loss_mel: 17.943897247314453 (18.262969630105154) | > loss_duration: 2.3932535648345947 (2.3538585220064436) | > loss_1: 32.84109115600586 (33.77265208108084)  --> STEP: 15 | > loss_disc: 2.4285874366760254 (2.2964393297831216) | > loss_disc_real_0: 0.1127348318696022 (0.1065642441312472) | > loss_disc_real_1: 0.19742219150066376 (0.19454748531182606) | > loss_disc_real_2: 0.19970703125 (0.21793541808923086) | > loss_disc_real_3: 0.19325236976146698 (0.2116887072722117) | > loss_disc_real_4: 0.20049425959587097 (0.22273541788260143) | > loss_disc_real_5: 0.13392914831638336 (0.20910538534323375) | > loss_0: 2.4285874366760254 (2.2964393297831216) | > loss_gen: 2.0696253776550293 (2.4177732785542805) | > loss_kl: 3.4230611324310303 (3.2353825410207113) | > loss_feat: 5.5803022384643555 (7.363812351226807) | > loss_mel: 16.055282592773438 (18.11579049428304) | > loss_duration: 2.3745975494384766 (2.355241123835246) | > loss_1: 29.502870559692383 (33.487999979654944)  --> STEP: 16 | > loss_disc: 2.5267908573150635 (2.310836300253868) | > loss_disc_real_0: 0.08186929672956467 (0.10502080991864204) | > loss_disc_real_1: 0.2376188486814499 (0.19723944552242756) | > loss_disc_real_2: 0.24191613495349884 (0.2194342128932476) | > loss_disc_real_3: 0.2463497370481491 (0.2138550216332078) | > loss_disc_real_4: 0.19504326581954956 (0.22100465837866068) | > loss_disc_real_5: 0.19419056177139282 (0.2081732088699937) | > loss_0: 2.5267908573150635 (2.310836300253868) | > loss_gen: 1.965320348739624 (2.3894949704408646) | > loss_kl: 2.422234535217285 (3.184560790657997) | > loss_feat: 5.130851745605469 (7.224252313375473) | > loss_mel: 15.766453742980957 (17.96895694732666) | > loss_duration: 2.353677272796631 (2.3551433831453323) | > loss_1: 27.638538360595703 (33.122408628463745)  --> STEP: 17 | > loss_disc: 2.1080875396728516 (2.298909902572632) | > loss_disc_real_0: 0.07516319304704666 (0.10326447951443055) | > loss_disc_real_1: 0.2355669140815735 (0.19949400249649496) | > loss_disc_real_2: 0.2150442749261856 (0.21917598124812632) | > loss_disc_real_3: 0.1488426774740219 (0.21003076609443216) | > loss_disc_real_4: 0.20486921072006226 (0.22005551439874313) | > loss_disc_real_5: 0.1267053633928299 (0.20338098266545465) | > loss_0: 2.1080875396728516 (2.298909902572632) | > loss_gen: 2.488346576690674 (2.3953097708085003) | > loss_kl: 2.485964059829712 (3.143466865315157) | > loss_feat: 9.623923301696777 (7.36540943033555) | > loss_mel: 19.071935653686523 (18.03383804770077) | > loss_duration: 2.523803472518921 (2.3650645648731903) | > loss_1: 36.193973541259766 (33.303088917451745)  --> STEP: 18 | > loss_disc: 2.482820987701416 (2.3091271850797863) | > loss_disc_real_0: 0.09129106998443604 (0.10259929009609753) | > loss_disc_real_1: 0.21397486329078674 (0.2002984947628445) | > loss_disc_real_2: 0.21438485383987427 (0.21890980750322342) | > loss_disc_real_3: 0.15260924398899078 (0.20684068153301874) | > loss_disc_real_4: 0.1464323252439499 (0.21596533722347683) | > loss_disc_real_5: 0.19179271161556244 (0.20273718982934952) | > loss_0: 2.482820987701416 (2.3091271850797863) | > loss_gen: 1.805684208869934 (2.3625527951452465) | > loss_kl: 2.9081132411956787 (3.130391663975186) | > loss_feat: 6.797624588012695 (7.33386582798428) | > loss_mel: 15.505742073059082 (17.893388271331787) | > loss_duration: 2.2934703826904297 (2.3610871103074818) | > loss_1: 29.31063461303711 (33.081285900539825)  --> STEP: 19 | > loss_disc: 2.511199712753296 (2.319762581273129) | > loss_disc_real_0: 0.18244001269340515 (0.10680143339069266) | > loss_disc_real_1: 0.22143803536891937 (0.20141110216316424) | > loss_disc_real_2: 0.2491760402917862 (0.2205027671236741) | > loss_disc_real_3: 0.17498688399791718 (0.20516416587327657) | > loss_disc_real_4: 0.2657264769077301 (0.21858434457527964) | > loss_disc_real_5: 0.23011310398578644 (0.2041780274165304) | > loss_0: 2.511199712753296 (2.319762581273129) | > loss_gen: 2.2354788780212402 (2.355864694243983) | > loss_kl: 2.3764097690582275 (3.0907084063479773) | > loss_feat: 5.972996234893799 (7.262241112558465) | > loss_mel: 16.47943115234375 (17.818969475595576) | > loss_duration: 2.3598313331604004 (2.3610210167734245) | > loss_1: 29.424148559570312 (32.88880498785721)  --> STEP: 20 | > loss_disc: 2.540440082550049 (2.330796456336975) | > loss_disc_real_0: 0.1231793537735939 (0.10762032940983772) | > loss_disc_real_1: 0.21586570143699646 (0.20213383212685584) | > loss_disc_real_2: 0.31288182735443115 (0.22512172013521195) | > loss_disc_real_3: 0.232624351978302 (0.20653717517852782) | > loss_disc_real_4: 0.23581424355506897 (0.2194458395242691) | > loss_disc_real_5: 0.24156202375888824 (0.2060472272336483) | > loss_0: 2.540440082550049 (2.330796456336975) | > loss_gen: 2.1137380599975586 (2.343758362531662) | > loss_kl: 2.050933837890625 (3.0387196779251093) | > loss_feat: 4.690766334533691 (7.133667373657227) | > loss_mel: 17.037273406982422 (17.77988467216492) | > loss_duration: 2.293605327606201 (2.3576502323150637) | > loss_1: 28.186317443847656 (32.653680610656735)  --> STEP: 21 | > loss_disc: 2.42785906791687 (2.335418485459827) | > loss_disc_real_0: 0.10011762380599976 (0.10726305771441687) | > loss_disc_real_1: 0.22133135795593262 (0.20304800002347856) | > loss_disc_real_2: 0.29664987325668335 (0.2285278226648058) | > loss_disc_real_3: 0.21536287665367126 (0.2069574466773442) | > loss_disc_real_4: 0.22815153002738953 (0.2198603962148939) | > loss_disc_real_5: 0.19441767036914825 (0.20549343881152926) | > loss_0: 2.42785906791687 (2.335418485459827) | > loss_gen: 2.245161771774292 (2.339063286781311) | > loss_kl: 2.143665313720703 (2.996098041534423) | > loss_feat: 5.249199867248535 (7.043930825733003) | > loss_mel: 16.014867782592773 (17.695836248851958) | > loss_duration: 2.162400245666504 (2.348352613903227) | > loss_1: 27.815296173095703 (32.42328135172526)  --> STEP: 22 | > loss_disc: 2.6598832607269287 (2.3501668843356045) | > loss_disc_real_0: 0.12261399626731873 (0.10796082764863968) | > loss_disc_real_1: 0.1398622691631317 (0.20017592134800824) | > loss_disc_real_2: 0.23179709911346436 (0.22867642613974484) | > loss_disc_real_3: 0.23600076138973236 (0.2082775973460891) | > loss_disc_real_4: 0.2225835770368576 (0.21998417716134677) | > loss_disc_real_5: 0.24649125337600708 (0.20735697583718735) | > loss_0: 2.6598832607269287 (2.3501668843356045) | > loss_gen: 1.7974551916122437 (2.314444737000899) | > loss_kl: 2.4897983074188232 (2.9730844172564406) | > loss_feat: 6.007678508758545 (6.99682844768871) | > loss_mel: 16.879398345947266 (17.658725435083564) | > loss_duration: 2.1907949447631836 (2.341190901669589) | > loss_1: 29.365123748779297 (32.28427418795499)  --> STEP: 23 | > loss_disc: 2.490654230117798 (2.3562750298043955) | > loss_disc_real_0: 0.23363782465457916 (0.11342504490976749) | > loss_disc_real_1: 0.2546311914920807 (0.20254354178905487) | > loss_disc_real_2: 0.2513565719127655 (0.229662519434224) | > loss_disc_real_3: 0.24097837507724762 (0.2096993702909221) | > loss_disc_real_4: 0.20748983323574066 (0.21944094481675522) | > loss_disc_real_5: 0.19851826131343842 (0.20697268390137216) | > loss_0: 2.490654230117798 (2.3562750298043955) | > loss_gen: 2.5206825733184814 (2.3234115994494893) | > loss_kl: 2.3507025241851807 (2.9460243349489947) | > loss_feat: 5.16941499710083 (6.917375688967497) | > loss_mel: 15.29306411743164 (17.555870595185656) | > loss_duration: 2.307917356491089 (2.3397442257922627) | > loss_1: 27.641782760620117 (32.0824267345926)  --> STEP: 24 | > loss_disc: 2.1553876399993896 (2.3479047218958535) | > loss_disc_real_0: 0.08915189653635025 (0.11241366372754176) | > loss_disc_real_1: 0.23584595322608948 (0.20393114226559797) | > loss_disc_real_2: 0.18304325640201569 (0.22772005014121532) | > loss_disc_real_3: 0.16551071405410767 (0.20785817628105482) | > loss_disc_real_4: 0.16108602285385132 (0.21700948973496756) | > loss_disc_real_5: 0.11709892749786377 (0.203227944051226) | > loss_0: 2.1553876399993896 (2.3479047218958535) | > loss_gen: 2.3558456897735596 (2.324763019879659) | > loss_kl: 2.269918918609619 (2.917853275934854) | > loss_feat: 8.308435440063477 (6.97533651192983) | > loss_mel: 19.48149871826172 (17.636105100313824) | > loss_duration: 2.42978572845459 (2.34349595506986) | > loss_1: 34.84548568725586 (32.197554190953575)  --> STEP: 25 | > loss_disc: 2.658773422241211 (2.360339469909668) | > loss_disc_real_0: 0.11853259801864624 (0.11265842109918595) | > loss_disc_real_1: 0.2356792390346527 (0.20520106613636016) | > loss_disc_real_2: 0.24160706996917725 (0.2282755309343338) | > loss_disc_real_3: 0.2329668402671814 (0.2088625228404999) | > loss_disc_real_4: 0.212646946310997 (0.21683498799800874) | > loss_disc_real_5: 0.2582409977912903 (0.20542846620082855) | > loss_0: 2.658773422241211 (2.360339469909668) | > loss_gen: 1.9038269519805908 (2.3079255771636964) | > loss_kl: 2.5151853561401367 (2.9017465591430653) | > loss_feat: 5.801616668701172 (6.928387718200684) | > loss_mel: 17.102975845336914 (17.614779930114747) | > loss_duration: 2.3377747535705566 (2.3432671070098876) | > loss_1: 29.661378860473633 (32.096107177734375)  --> STEP: 26 | > loss_disc: 2.2906906604766846 (2.3576606695468607) | > loss_disc_real_0: 0.06978553533554077 (0.11100946395443036) | > loss_disc_real_1: 0.1307281255722046 (0.20233672226850802) | > loss_disc_real_2: 0.20889413356781006 (0.22753009257408288) | > loss_disc_real_3: 0.16276226937770844 (0.20708943616885406) | > loss_disc_real_4: 0.16482965648174286 (0.2148347829396908) | > loss_disc_real_5: 0.1700642853975296 (0.20406830540070167) | > loss_0: 2.2906906604766846 (2.3576606695468607) | > loss_gen: 2.1338422298431396 (2.3012300638052134) | > loss_kl: 2.5510034561157227 (2.88825643979586) | > loss_feat: 10.405736923217773 (7.062131918393648) | > loss_mel: 19.047096252441406 (17.669869019435) | > loss_duration: 2.2875208854675293 (2.341123021565951) | > loss_1: 36.425201416015625 (32.26261080228365) --> EVAL PERFORMANCE | > avg_loader_time: 0.002388669894291804 (-3.800025353064944e-05) | > avg_loss_disc: 2.3576606695468607 (-0.07861236425546547) | > avg_loss_disc_real_0: 0.11100946395443036 (+0.0033132839374817313) | > avg_loss_disc_real_1: 0.20233672226850802 (+0.0010693250940396193) | > avg_loss_disc_real_2: 0.22753009257408288 (+0.03144007520033762) | > avg_loss_disc_real_3: 0.20708943616885406 (-0.057227395474910736) | > avg_loss_disc_real_4: 0.2148347829396908 (-0.041426023611655566) | > avg_loss_disc_real_5: 0.20406830540070167 (-0.07032707276252595) | > avg_loss_0: 2.3576606695468607 (-0.07861236425546547) | > avg_loss_gen: 2.3012300638052134 (-0.09823966026306108) | > avg_loss_kl: 2.88825643979586 (+0.0525703063377958) | > avg_loss_feat: 7.062131918393648 (+0.2187713292928839) | > avg_loss_mel: 17.669869019435 (-0.033449356372546646) | > avg_loss_duration: 2.341123021565951 (+0.01180445230924132) | > avg_loss_1: 32.26261080228365 (+0.15145763984093463)  > EPOCH: 635/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:13:07)   --> TIME: 2024-06-11 19:13:17 -- STEP: 24/330 -- GLOBAL_STEP: 297575 | > loss_disc: 2.4036920070648193 (2.3288705150286355) | > loss_disc_real_0: 0.08589962124824524 (0.09950446399549644) | > loss_disc_real_1: 0.15107844769954681 (0.19457025515536466) | > loss_disc_real_2: 0.23078130185604095 (0.21216276474297047) | > loss_disc_real_3: 0.2626574635505676 (0.23047752988835177) | > loss_disc_real_4: 0.21584554016590118 (0.22978367221852145) | > loss_disc_real_5: 0.20992600917816162 (0.21834083336095014) | > loss_0: 2.4036920070648193 (2.3288705150286355) | > grad_norm_0: tensor(27.0469, device='cuda:0') (tensor(13.1226, device='cuda:0')) | > loss_gen: 2.4077768325805664 (2.5096433659394584) | > loss_kl: 1.9871714115142822 (1.908163492878278) | > loss_feat: 8.308981895446777 (7.079994161923726) | > loss_mel: 17.85216522216797 (17.62806510925293) | > loss_duration: 1.96840500831604 (2.0564301113287606) | > loss_1: 32.52450180053711 (31.18229595820109) | > grad_norm_1: tensor(100.1419, device='cuda:0') (tensor(147.4022, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3605 (0.35846248269081116) | > loader_time: 0.0037 (0.0032040178775787354)  --> TIME: 2024-06-11 19:13:27 -- STEP: 49/330 -- GLOBAL_STEP: 297600 | > loss_disc: 2.3304741382598877 (2.340063138883941) | > loss_disc_real_0: 0.09233387559652328 (0.10603458632011803) | > loss_disc_real_1: 0.20026323199272156 (0.19687439258001288) | > loss_disc_real_2: 0.1990223377943039 (0.21173005505483977) | > loss_disc_real_3: 0.2084205001592636 (0.22820575231192064) | > loss_disc_real_4: 0.19217824935913086 (0.22967110178908523) | > loss_disc_real_5: 0.19440817832946777 (0.2194356519956978) | > loss_0: 2.3304741382598877 (2.340063138883941) | > grad_norm_0: tensor(28.4354, device='cuda:0') (tensor(14.3817, device='cuda:0')) | > loss_gen: 2.394181728363037 (2.486483909645859) | > loss_kl: 1.9225592613220215 (1.9386541381174205) | > loss_feat: 7.277266502380371 (6.943958623068673) | > loss_mel: 17.70993995666504 (17.52069138507453) | > loss_duration: 1.9320317506790161 (2.020103245365376) | > loss_1: 31.235979080200195 (30.909891050689076) | > grad_norm_1: tensor(364.5863, device='cuda:0') (tensor(161.9743, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3994 (0.36178312496263154) | > loader_time: 0.0041 (0.0034519944872174945)  --> TIME: 2024-06-11 19:13:36 -- STEP: 74/330 -- GLOBAL_STEP: 297625 | > loss_disc: 2.3301422595977783 (2.336945810833493) | > loss_disc_real_0: 0.09662085771560669 (0.10791311780544552) | > loss_disc_real_1: 0.18992480635643005 (0.1954424373201422) | > loss_disc_real_2: 0.18980340659618378 (0.21092732794381477) | > loss_disc_real_3: 0.22862371802330017 (0.2279593350516783) | > loss_disc_real_4: 0.2418942153453827 (0.23049603120700732) | > loss_disc_real_5: 0.24113042652606964 (0.22018782190374425) | > loss_0: 2.3301422595977783 (2.336945810833493) | > grad_norm_0: tensor(29.5577, device='cuda:0') (tensor(16.7539, device='cuda:0')) | > loss_gen: 2.501462697982788 (2.493537796510232) | > loss_kl: 2.120419979095459 (1.9455338329882235) | > loss_feat: 7.65192174911499 (7.0229021343025) | > loss_mel: 17.463407516479492 (17.473448779131918) | > loss_duration: 1.9279115200042725 (2.005243681572579) | > loss_1: 31.665122985839844 (30.940665966755635) | > grad_norm_1: tensor(453.2910, device='cuda:0') (tensor(199.0868, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3756 (0.365162772101325) | > loader_time: 0.004 (0.003514247971612054)  --> TIME: 2024-06-11 19:13:46 -- STEP: 99/330 -- GLOBAL_STEP: 297650 | > loss_disc: 2.2344565391540527 (2.336938944729892) | > loss_disc_real_0: 0.10532257705926895 (0.10839297099396436) | > loss_disc_real_1: 0.19676557183265686 (0.1956653131379021) | > loss_disc_real_2: 0.21221676468849182 (0.21102383160831953) | > loss_disc_real_3: 0.23290403187274933 (0.22741097994525022) | > loss_disc_real_4: 0.22646035254001617 (0.22976449056707246) | > loss_disc_real_5: 0.2269311249256134 (0.22042922419731062) | > loss_0: 2.2344565391540527 (2.336938944729892) | > grad_norm_0: tensor(13.3262, device='cuda:0') (tensor(19.6664, device='cuda:0')) | > loss_gen: 2.791917562484741 (2.496558649371368) | > loss_kl: 1.9432376623153687 (1.9634279494333748) | > loss_feat: 7.6064772605896 (7.007135352703056) | > loss_mel: 17.978797912597656 (17.460676751955592) | > loss_duration: 2.005357503890991 (2.003571917312313) | > loss_1: 32.32578659057617 (30.93137047507546) | > grad_norm_1: tensor(113.8848, device='cuda:0') (tensor(227.9235, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3719 (0.3665834701422489) | > loader_time: 0.0037 (0.003649104725230824)  --> TIME: 2024-06-11 19:13:55 -- STEP: 124/330 -- GLOBAL_STEP: 297675 | > loss_disc: 2.2548136711120605 (2.338195016307216) | > loss_disc_real_0: 0.11966362595558167 (0.10966011434192618) | > loss_disc_real_1: 0.21556724607944489 (0.19543063087809467) | > loss_disc_real_2: 0.22217759490013123 (0.21092183503412432) | > loss_disc_real_3: 0.19905877113342285 (0.22775596151909522) | > loss_disc_real_4: 0.19355612993240356 (0.22998650323960088) | > loss_disc_real_5: 0.2303103506565094 (0.2206048466745884) | > loss_0: 2.2548136711120605 (2.338195016307216) | > grad_norm_0: tensor(6.0875, device='cuda:0') (tensor(20.9636, device='cuda:0')) | > loss_gen: 2.763457775115967 (2.5073384488782575) | > loss_kl: 1.9989423751831055 (1.9702844523614453) | > loss_feat: 8.132563591003418 (7.052484012419177) | > loss_mel: 17.924386978149414 (17.483033180236816) | > loss_duration: 2.0280416011810303 (2.0067736650666865) | > loss_1: 32.84739303588867 (31.019913704164566) | > grad_norm_1: tensor(319.6533, device='cuda:0') (tensor(241.8824, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3763 (0.3686105301303248) | > loader_time: 0.0051 (0.003714201911803215)  --> TIME: 2024-06-11 19:14:05 -- STEP: 149/330 -- GLOBAL_STEP: 297700 | > loss_disc: 2.4550490379333496 (2.3473981850899306) | > loss_disc_real_0: 0.19846829771995544 (0.11204834599922968) | > loss_disc_real_1: 0.20727397501468658 (0.1965057031820284) | > loss_disc_real_2: 0.2361406832933426 (0.21182420119743223) | > loss_disc_real_3: 0.2099650502204895 (0.22814062807783986) | > loss_disc_real_4: 0.2347773164510727 (0.22994409311537775) | > loss_disc_real_5: 0.2695404291152954 (0.22102386359400397) | > loss_0: 2.4550490379333496 (2.3473981850899306) | > grad_norm_0: tensor(51.5623, device='cuda:0') (tensor(22.3104, device='cuda:0')) | > loss_gen: 2.457418441772461 (2.5007215090246) | > loss_kl: 1.9010316133499146 (1.9730934328680871) | > loss_feat: 6.004707336425781 (7.03325740763005) | > loss_mel: 17.153026580810547 (17.471523982566474) | > loss_duration: 2.031198501586914 (2.0100915832007473) | > loss_1: 29.547382354736328 (30.988687886487718) | > grad_norm_1: tensor(103.4922, device='cuda:0') (tensor(253.8515, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3757 (0.36999948712803377) | > loader_time: 0.004 (0.00377196273547691)  --> TIME: 2024-06-11 19:14:15 -- STEP: 174/330 -- GLOBAL_STEP: 297725 | > loss_disc: 2.392230272293091 (2.351453623552432) | > loss_disc_real_0: 0.08783373981714249 (0.11243134811948771) | > loss_disc_real_1: 0.1846342384815216 (0.1970223763893391) | > loss_disc_real_2: 0.18513861298561096 (0.21227117276739801) | > loss_disc_real_3: 0.264064222574234 (0.22921694412656213) | > loss_disc_real_4: 0.2531898319721222 (0.23038015840039855) | > loss_disc_real_5: 0.24371543526649475 (0.2209697955812531) | > loss_0: 2.392230272293091 (2.351453623552432) | > grad_norm_0: tensor(16.6640, device='cuda:0') (tensor(23.6577, device='cuda:0')) | > loss_gen: 2.507511615753174 (2.499353669155603) | > loss_kl: 1.9697080850601196 (1.9769875482581127) | > loss_feat: 6.8253326416015625 (7.023912577793516) | > loss_mel: 17.144908905029297 (17.465698609406925) | > loss_duration: 2.105703353881836 (2.014933007201927) | > loss_1: 30.553163528442383 (30.980885374134985) | > grad_norm_1: tensor(311.6179, device='cuda:0') (tensor(267.2576, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.3865 (0.3717099715923441) | > loader_time: 0.0044 (0.003857993531501156)  --> TIME: 2024-06-11 19:14:25 -- STEP: 199/330 -- GLOBAL_STEP: 297750 | > loss_disc: 2.4084248542785645 (2.3576268658566106) | > loss_disc_real_0: 0.13942016661167145 (0.11458844420074218) | > loss_disc_real_1: 0.2252436876296997 (0.19730887917717502) | > loss_disc_real_2: 0.1985204815864563 (0.21305231368122388) | > loss_disc_real_3: 0.23984479904174805 (0.22951883998648007) | > loss_disc_real_4: 0.25335752964019775 (0.2308085699327028) | > loss_disc_real_5: 0.23054903745651245 (0.22148309228707797) | > loss_0: 2.4084248542785645 (2.3576268658566106) | > grad_norm_0: tensor(37.5183, device='cuda:0') (tensor(26.6166, device='cuda:0')) | > loss_gen: 2.2319531440734863 (2.5001146206304656) | > loss_kl: 1.956472635269165 (1.9816848548812482) | > loss_feat: 6.434561729431152 (7.010860855255894) | > loss_mel: 17.488265991210938 (17.446923399690416) | > loss_duration: 2.130800247192383 (2.022615100271138) | > loss_1: 30.24205207824707 (30.962198803772278) | > grad_norm_1: tensor(404.4877, device='cuda:0') (tensor(287.0365, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.4031 (0.3740936152300044) | > loader_time: 0.0043 (0.0039420750871974625)  --> TIME: 2024-06-11 19:14:35 -- STEP: 224/330 -- GLOBAL_STEP: 297775 | > loss_disc: 2.250286340713501 (2.3587701735751962) | > loss_disc_real_0: 0.16828595101833344 (0.11622882719218199) | > loss_disc_real_1: 0.21322539448738098 (0.19760795503056477) | > loss_disc_real_2: 0.19859209656715393 (0.21263593741293466) | > loss_disc_real_3: 0.22105775773525238 (0.22960395638697914) | > loss_disc_real_4: 0.22497402131557465 (0.230450320190617) | > loss_disc_real_5: 0.213401198387146 (0.22073771046208485) | > loss_0: 2.250286340713501 (2.3587701735751962) | > grad_norm_0: tensor(78.6334, device='cuda:0') (tensor(29.1552, device='cuda:0')) | > loss_gen: 2.5270869731903076 (2.5005710603935376) | > loss_kl: 1.9935635328292847 (1.9848237793360437) | > loss_feat: 7.44746208190918 (6.999597890036447) | > loss_mel: 16.686243057250977 (17.395479078803756) | > loss_duration: 2.137643337249756 (2.0299472643860734) | > loss_1: 30.79199981689453 (30.910419055393763) | > grad_norm_1: tensor(681.2114, device='cuda:0') (tensor(304.4716, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.4028 (0.3774056998746736) | > loader_time: 0.0049 (0.004041429076875954)  --> TIME: 2024-06-11 19:14:46 -- STEP: 249/330 -- GLOBAL_STEP: 297800 | > loss_disc: 2.258765459060669 (2.3583212636082043) | > loss_disc_real_0: 0.12657447159290314 (0.11669251033998876) | > loss_disc_real_1: 0.16855086386203766 (0.1974224752810107) | > loss_disc_real_2: 0.20388725399971008 (0.2122448658847426) | > loss_disc_real_3: 0.2293015718460083 (0.22933548449512467) | > loss_disc_real_4: 0.20713965594768524 (0.2304914397408206) | > loss_disc_real_5: 0.20750004053115845 (0.22133130589163447) | > loss_0: 2.258765459060669 (2.3583212636082043) | > grad_norm_0: tensor(29.4627, device='cuda:0') (tensor(29.3906, device='cuda:0')) | > loss_gen: 2.440638303756714 (2.4960229961747626) | > loss_kl: 2.0271108150482178 (1.9916567926904762) | > loss_feat: 6.870450019836426 (6.998825042602049) | > loss_mel: 16.892240524291992 (17.36815224689654) | > loss_duration: 2.1077332496643066 (2.03824545341323) | > loss_1: 30.338172912597656 (30.892902527468273) | > grad_norm_1: tensor(472.5455, device='cuda:0') (tensor(308.8923, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.4193 (0.38130264109875783) | > loader_time: 0.0052 (0.0041678334814477585)  --> TIME: 2024-06-11 19:14:57 -- STEP: 274/330 -- GLOBAL_STEP: 297825 | > loss_disc: 2.4701530933380127 (2.359842906903176) | > loss_disc_real_0: 0.09362141788005829 (0.11734273141916218) | > loss_disc_real_1: 0.17322658002376556 (0.19744167090767495) | > loss_disc_real_2: 0.2187551110982895 (0.21220944528162045) | > loss_disc_real_3: 0.24862518906593323 (0.22932321589140997) | > loss_disc_real_4: 0.21635383367538452 (0.23058349465149164) | > loss_disc_real_5: 0.22965802252292633 (0.22160362403323183) | > loss_0: 2.4701530933380127 (2.359842906903176) | > grad_norm_0: tensor(29.6572, device='cuda:0') (tensor(29.3306, device='cuda:0')) | > loss_gen: 2.3483476638793945 (2.4923811324321443) | > loss_kl: 2.0578196048736572 (1.9969124158803564) | > loss_feat: 7.306769847869873 (7.00411511163642) | > loss_mel: 16.66789436340332 (17.333049060654485) | > loss_duration: 2.1227712631225586 (2.046528476433161) | > loss_1: 30.503604888916016 (30.87298620182232) | > grad_norm_1: tensor(188.6212, device='cuda:0') (tensor(315.8240, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.4326 (0.3857485656320614) | > loader_time: 0.006 (0.0043253063285437765)  --> TIME: 2024-06-11 19:15:08 -- STEP: 299/330 -- GLOBAL_STEP: 297850 | > loss_disc: 2.4306116104125977 (2.3628401142298965) | > loss_disc_real_0: 0.16389970481395721 (0.11849402365925721) | > loss_disc_real_1: 0.22762219607830048 (0.19799435447689676) | > loss_disc_real_2: 0.21459735929965973 (0.21243484542521338) | > loss_disc_real_3: 0.21489542722702026 (0.22951262202549938) | > loss_disc_real_4: 0.23922573029994965 (0.23061859318643912) | > loss_disc_real_5: 0.21588130295276642 (0.22177444871851437) | > loss_0: 2.4306116104125977 (2.3628401142298965) | > grad_norm_0: tensor(35.9199, device='cuda:0') (tensor(30.7068, device='cuda:0')) | > loss_gen: 2.3961377143859863 (2.489991229513417) | > loss_kl: 1.9983899593353271 (2.0010323034082362) | > loss_feat: 6.037655830383301 (7.006259982003815) | > loss_mel: 16.930198669433594 (17.28468194215197) | > loss_duration: 2.2087182998657227 (2.057286761277494) | > loss_1: 29.57109832763672 (30.839252223139223) | > grad_norm_1: tensor(188.7428, device='cuda:0') (tensor(323.4528, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.4508 (0.39107734702502606) | > loader_time: 0.0066 (0.004497056820719532)  --> TIME: 2024-06-11 19:15:22 -- STEP: 324/330 -- GLOBAL_STEP: 297875 | > loss_disc: 2.3763504028320312 (2.3650781394522853) | > loss_disc_real_0: 0.09633977711200714 (0.11912996168995715) | > loss_disc_real_1: 0.21264159679412842 (0.19811262558271847) | > loss_disc_real_2: 0.1684819757938385 (0.2124145968736689) | > loss_disc_real_3: 0.20682740211486816 (0.22950698403112682) | > loss_disc_real_4: 0.22922135889530182 (0.23064109425485874) | > loss_disc_real_5: 0.2121923267841339 (0.22198756278297052) | > loss_0: 2.3763504028320312 (2.3650781394522853) | > grad_norm_0: tensor(16.9399, device='cuda:0') (tensor(31.2932, device='cuda:0')) | > loss_gen: 2.736114025115967 (2.489187542303108) | > loss_kl: 2.224623203277588 (2.0080833390906996) | > loss_feat: 9.222365379333496 (7.060055463402359) | > loss_mel: 17.32555389404297 (17.253071940975435) | > loss_duration: 2.2577195167541504 (2.071842409578368) | > loss_1: 33.76637649536133 (30.882240719265408) | > grad_norm_1: tensor(531.0818, device='cuda:0') (tensor(331.5767, device='cuda:0')) | > current_lr_0: 0.0001847377783361409 | > current_lr_1: 0.0001847377783361409 | > step_time: 0.6031 (0.4028210684105202) | > loader_time: 0.0097 (0.0047952547485445715)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4828665256500244 (2.4828665256500244) | > loss_disc_real_0: 0.15738019347190857 (0.15738019347190857) | > loss_disc_real_1: 0.22759927809238434 (0.22759927809238434) | > loss_disc_real_2: 0.2400830239057541 (0.2400830239057541) | > loss_disc_real_3: 0.28760653734207153 (0.28760653734207153) | > loss_disc_real_4: 0.2708226442337036 (0.2708226442337036) | > loss_disc_real_5: 0.2622970640659332 (0.2622970640659332) | > loss_0: 2.4828665256500244 (2.4828665256500244) | > loss_gen: 2.5749223232269287 (2.5749223232269287) | > loss_kl: 3.4674594402313232 (3.4674594402313232) | > loss_feat: 5.6940598487854 (5.6940598487854) | > loss_mel: 14.968538284301758 (14.968538284301758) | > loss_duration: 3.0410454273223877 (3.0410454273223877) | > loss_1: 29.74602699279785 (29.74602699279785)  --> STEP: 1 | > loss_disc: 2.403887987136841 (2.403887987136841) | > loss_disc_real_0: 0.0969642847776413 (0.0969642847776413) | > loss_disc_real_1: 0.12390138953924179 (0.12390138953924179) | > loss_disc_real_2: 0.1763264387845993 (0.1763264387845993) | > loss_disc_real_3: 0.23072808980941772 (0.23072808980941772) | > loss_disc_real_4: 0.2383018285036087 (0.2383018285036087) | > loss_disc_real_5: 0.22897036373615265 (0.22897036373615265) | > loss_0: 2.403887987136841 (2.403887987136841) | > loss_gen: 2.138228416442871 (2.138228416442871) | > loss_kl: 2.517345666885376 (2.517345666885376) | > loss_feat: 6.208608150482178 (6.208608150482178) | > loss_mel: 17.902555465698242 (17.902555465698242) | > loss_duration: 2.3433427810668945 (2.3433427810668945) | > loss_1: 31.11008071899414 (31.11008071899414)  --> STEP: 2 | > loss_disc: 2.293384075164795 (2.348636031150818) | > loss_disc_real_0: 0.09609077870845795 (0.09652753174304962) | > loss_disc_real_1: 0.16573570668697357 (0.14481854811310768) | > loss_disc_real_2: 0.26708850264549255 (0.22170747071504593) | > loss_disc_real_3: 0.22834771871566772 (0.22953790426254272) | > loss_disc_real_4: 0.15191484987735748 (0.1951083391904831) | > loss_disc_real_5: 0.18692532181739807 (0.20794784277677536) | > loss_0: 2.293384075164795 (2.348636031150818) | > loss_gen: 2.2440619468688965 (2.191145181655884) | > loss_kl: 2.6020824909210205 (2.5597140789031982) | > loss_feat: 5.915312767028809 (6.061960458755493) | > loss_mel: 18.219070434570312 (18.060812950134277) | > loss_duration: 2.4506101608276367 (2.3969764709472656) | > loss_1: 31.431137084960938 (31.27060890197754)  --> STEP: 3 | > loss_disc: 2.2461190223693848 (2.3144636948903403) | > loss_disc_real_0: 0.07942982017993927 (0.09082829455534618) | > loss_disc_real_1: 0.18858128786087036 (0.15940612802902857) | > loss_disc_real_2: 0.21089094877243042 (0.21810196340084076) | > loss_disc_real_3: 0.23433677852153778 (0.23113752901554108) | > loss_disc_real_4: 0.23007825016975403 (0.2067649761835734) | > loss_disc_real_5: 0.20827876031398773 (0.20805814862251282) | > loss_0: 2.2461190223693848 (2.3144636948903403) | > loss_gen: 2.404172658920288 (2.2621543407440186) | > loss_kl: 2.897756814956665 (2.6723949909210205) | > loss_feat: 6.550553798675537 (6.224824905395508) | > loss_mel: 16.16533660888672 (17.428987503051758) | > loss_duration: 2.3550004959106445 (2.382984479268392) | > loss_1: 30.372821807861328 (30.971346537272137)  --> STEP: 4 | > loss_disc: 2.279815435409546 (2.3058016300201416) | > loss_disc_real_0: 0.11820220202207565 (0.09767177142202854) | > loss_disc_real_1: 0.2083989977836609 (0.17165434546768665) | > loss_disc_real_2: 0.24625985324382782 (0.22514143586158752) | > loss_disc_real_3: 0.2623649835586548 (0.2389443926513195) | > loss_disc_real_4: 0.23876987397670746 (0.21476620063185692) | > loss_disc_real_5: 0.24669253826141357 (0.217716746032238) | > loss_0: 2.279815435409546 (2.3058016300201416) | > loss_gen: 2.567533493041992 (2.338499128818512) | > loss_kl: 3.849975347518921 (2.9667900800704956) | > loss_feat: 6.780041217803955 (6.36362898349762) | > loss_mel: 17.560251235961914 (17.461803436279297) | > loss_duration: 2.3281939029693604 (2.369286835193634) | > loss_1: 33.085994720458984 (31.500008583068848)  --> STEP: 5 | > loss_disc: 2.7305619716644287 (2.390753698348999) | > loss_disc_real_0: 0.21974939107894897 (0.12208729535341263) | > loss_disc_real_1: 0.2229980230331421 (0.18192308098077775) | > loss_disc_real_2: 0.22758913040161133 (0.2256309747695923) | > loss_disc_real_3: 0.24027878046035767 (0.23921127021312713) | > loss_disc_real_4: 0.21301713585853577 (0.21441638767719268) | > loss_disc_real_5: 0.1892717480659485 (0.2120277464389801) | > loss_0: 2.7305619716644287 (2.390753698348999) | > loss_gen: 1.9482494592666626 (2.260449194908142) | > loss_kl: 2.826021194458008 (2.938636302947998) | > loss_feat: 4.876277446746826 (6.066158676147461) | > loss_mel: 18.659690856933594 (17.701380920410156) | > loss_duration: 2.3568973541259766 (2.3668089389801024) | > loss_1: 30.667137145996094 (31.333434295654296)  --> STEP: 6 | > loss_disc: 2.3785271644592285 (2.388715942700704) | > loss_disc_real_0: 0.13769319653511047 (0.1246882788836956) | > loss_disc_real_1: 0.22386735677719116 (0.18891379361351332) | > loss_disc_real_2: 0.20983009040355682 (0.2229974940419197) | > loss_disc_real_3: 0.2504710555076599 (0.24108790109554926) | > loss_disc_real_4: 0.21221698820590973 (0.21404982109864554) | > loss_disc_real_5: 0.24501119554042816 (0.21752498795588812) | > loss_0: 2.3785271644592285 (2.388715942700704) | > loss_gen: 2.3672797679901123 (2.278254290421804) | > loss_kl: 2.9505879878997803 (2.940628250439962) | > loss_feat: 5.033531188964844 (5.894054094950358) | > loss_mel: 17.620468139648438 (17.68789545694987) | > loss_duration: 2.156466245651245 (2.331751823425293) | > loss_1: 30.128332138061523 (31.1325839360555)  --> STEP: 7 | > loss_disc: 2.2752039432525635 (2.372499942779541) | > loss_disc_real_0: 0.07310482859611511 (0.1173192145568984) | > loss_disc_real_1: 0.20496945083141327 (0.19120745893035615) | > loss_disc_real_2: 0.20298068225383759 (0.22013794950076512) | > loss_disc_real_3: 0.23934759199619293 (0.24083928550992692) | > loss_disc_real_4: 0.2627195417881012 (0.22100263833999634) | > loss_disc_real_5: 0.26029202342033386 (0.22363456445080893) | > loss_0: 2.2752039432525635 (2.372499942779541) | > loss_gen: 2.5196034908294678 (2.3127327476228987) | > loss_kl: 4.197196006774902 (3.120137929916382) | > loss_feat: 6.829217433929443 (6.027648857661656) | > loss_mel: 18.039363861083984 (17.73810522896903) | > loss_duration: 2.548701286315918 (2.3627446038382396) | > loss_1: 34.13408279418945 (31.561369487217494)  --> STEP: 8 | > loss_disc: 2.3385260105133057 (2.3682532012462616) | > loss_disc_real_0: 0.12138522416353226 (0.11782746575772762) | > loss_disc_real_1: 0.14824260771274567 (0.18583685252815485) | > loss_disc_real_2: 0.2336241900920868 (0.22182372957468033) | > loss_disc_real_3: 0.2577890455722809 (0.24295800551772118) | > loss_disc_real_4: 0.2161380797624588 (0.22039456851780415) | > loss_disc_real_5: 0.19949787855148315 (0.2206174787133932) | > loss_0: 2.3385260105133057 (2.3682532012462616) | > loss_gen: 2.279536247253418 (2.3085831850767136) | > loss_kl: 2.696836471557617 (3.0672252476215363) | > loss_feat: 9.707226753234863 (6.487596094608307) | > loss_mel: 18.734081268310547 (17.86260223388672) | > loss_duration: 2.2473363876342773 (2.348318576812744) | > loss_1: 35.66501998901367 (32.07432579994202)  --> STEP: 9 | > loss_disc: 2.293274164199829 (2.3599221971299915) | > loss_disc_real_0: 0.24377116560935974 (0.13182121018568674) | > loss_disc_real_1: 0.15671318769454956 (0.18260088976886538) | > loss_disc_real_2: 0.19778725504875183 (0.2191530101829105) | > loss_disc_real_3: 0.20805995166301727 (0.23908044397830963) | > loss_disc_real_4: 0.22956684231758118 (0.2214137100511127) | > loss_disc_real_5: 0.20829422771930695 (0.2192482286029392) | > loss_0: 2.293274164199829 (2.3599221971299915) | > loss_gen: 2.49395751953125 (2.3291803333494396) | > loss_kl: 2.023947238922119 (2.9513054688771567) | > loss_feat: 12.111930847167969 (7.1125221782260475) | > loss_mel: 18.656951904296875 (17.950863308376736) | > loss_duration: 2.1634411811828613 (2.327776643964979) | > loss_1: 37.45022964477539 (32.67164844936795)  --> STEP: 10 | > loss_disc: 2.3668770790100098 (2.360617685317993) | > loss_disc_real_0: 0.1681327223777771 (0.13545236140489578) | > loss_disc_real_1: 0.19217263162136078 (0.18355806395411492) | > loss_disc_real_2: 0.27489274740219116 (0.22472698390483856) | > loss_disc_real_3: 0.27891936898231506 (0.24306433647871017) | > loss_disc_real_4: 0.1963113695383072 (0.21890347599983215) | > loss_disc_real_5: 0.21321481466293335 (0.2186448872089386) | > loss_0: 2.3668770790100098 (2.360617685317993) | > loss_gen: 2.5657382011413574 (2.3528361201286314) | > loss_kl: 2.8073267936706543 (2.9369076013565065) | > loss_feat: 7.64848518371582 (7.166118478775024) | > loss_mel: 18.24637794494629 (17.98041477203369) | > loss_duration: 2.361034393310547 (2.331102418899536) | > loss_1: 33.628963470458984 (32.767379951477054)  --> STEP: 11 | > loss_disc: 2.4135804176330566 (2.365432479164817) | > loss_disc_real_0: 0.09272899478673935 (0.13156841898506338) | > loss_disc_real_1: 0.1860533058643341 (0.1837849041277712) | > loss_disc_real_2: 0.1824738085269928 (0.22088578614321622) | > loss_disc_real_3: 0.25152161717414856 (0.24383318017829547) | > loss_disc_real_4: 0.28375518321990967 (0.22479908574711194) | > loss_disc_real_5: 0.24428676068782806 (0.22097596661611038) | > loss_0: 2.4135804176330566 (2.365432479164817) | > loss_gen: 2.326786756515503 (2.3504679961638018) | > loss_kl: 3.3498148918151855 (2.974444627761841) | > loss_feat: 5.8071112632751465 (7.042572368275035) | > loss_mel: 16.612165451049805 (17.856028470126066) | > loss_duration: 2.5212669372558594 (2.3483901023864746) | > loss_1: 30.617145538330078 (32.571904095736414)  --> STEP: 12 | > loss_disc: 2.3277297019958496 (2.362290581067403) | > loss_disc_real_0: 0.07337605953216553 (0.1267190556973219) | > loss_disc_real_1: 0.16822433471679688 (0.18248819001019) | > loss_disc_real_2: 0.22209510207176208 (0.22098656247059503) | > loss_disc_real_3: 0.20845918357372284 (0.24088534712791443) | > loss_disc_real_4: 0.18646886944770813 (0.22160490105549494) | > loss_disc_real_5: 0.1454532891511917 (0.21468241016070047) | > loss_0: 2.3277297019958496 (2.362290581067403) | > loss_gen: 2.073608160018921 (2.327396343151728) | > loss_kl: 3.0603113174438477 (2.9816001852353415) | > loss_feat: 6.610781192779541 (7.006589770317078) | > loss_mel: 17.2560977935791 (17.806034247080486) | > loss_duration: 2.235945463180542 (2.3390197157859802) | > loss_1: 31.236743927001953 (32.46064074834188)  --> STEP: 13 | > loss_disc: 2.4264650344848633 (2.3672270774841304) | > loss_disc_real_0: 0.13470587134361267 (0.12733342613165194) | > loss_disc_real_1: 0.20438037812709808 (0.1841722044807214) | > loss_disc_real_2: 0.25240764021873474 (0.22340356845122117) | > loss_disc_real_3: 0.26267489790916443 (0.24256146641877982) | > loss_disc_real_4: 0.24142591655254364 (0.22312959455526793) | > loss_disc_real_5: 0.19746173918247223 (0.21335774316237524) | > loss_0: 2.4264650344848633 (2.3672270774841304) | > loss_gen: 2.287383794784546 (2.324318454815791) | > loss_kl: 3.3305351734161377 (3.0084413381723256) | > loss_feat: 4.853482246398926 (6.840966114631066) | > loss_mel: 14.705949783325195 (17.567566211407) | > loss_duration: 2.25858736038208 (2.332832611524142) | > loss_1: 27.435937881469727 (32.07412514319787)  --> STEP: 14 | > loss_disc: 2.095587968826294 (2.3478242840085706) | > loss_disc_real_0: 0.11784322559833527 (0.12665555466498646) | > loss_disc_real_1: 0.13118046522140503 (0.18038708024791308) | > loss_disc_real_2: 0.14254438877105713 (0.21762791275978088) | > loss_disc_real_3: 0.1953534185886383 (0.23918946300234115) | > loss_disc_real_4: 0.20407752692699432 (0.2217687325818198) | > loss_disc_real_5: 0.18756872415542603 (0.21151567037616456) | > loss_0: 2.095587968826294 (2.3478242840085706) | > loss_gen: 2.3815219402313232 (2.328404418059758) | > loss_kl: 3.9066689014434814 (3.072600449834551) | > loss_feat: 8.06195068359375 (6.9281792981284) | > loss_mel: 18.904001235961914 (17.663025856018066) | > loss_duration: 2.445753574371338 (2.3408983945846558) | > loss_1: 35.69989776611328 (32.33310890197754)  --> STEP: 15 | > loss_disc: 2.3833348751068115 (2.350191656748453) | > loss_disc_real_0: 0.18082872033119202 (0.1302670990427335) | > loss_disc_real_1: 0.18188151717185974 (0.1804867093761762) | > loss_disc_real_2: 0.2248794436454773 (0.21811134815216066) | > loss_disc_real_3: 0.2555240988731384 (0.24027843872706095) | > loss_disc_real_4: 0.16720734536647797 (0.21813130676746367) | > loss_disc_real_5: 0.18662135303020477 (0.20985604921976725) | > loss_0: 2.3833348751068115 (2.350191656748453) | > loss_gen: 2.259272336959839 (2.3237956126530963) | > loss_kl: 3.317755699157715 (3.088944133122762) | > loss_feat: 5.671689987182617 (6.844413344065348) | > loss_mel: 17.091508865356445 (17.62492472330729) | > loss_duration: 2.4035611152648926 (2.3450759092966718) | > loss_1: 30.74378776550293 (32.2271541595459)  --> STEP: 16 | > loss_disc: 2.356189727783203 (2.350566536188125) | > loss_disc_real_0: 0.09860821813344955 (0.12828841898590326) | > loss_disc_real_1: 0.18893474340438843 (0.18101471150293946) | > loss_disc_real_2: 0.2941044867038727 (0.22286091931164265) | > loss_disc_real_3: 0.2049921751022339 (0.23807304725050926) | > loss_disc_real_4: 0.22989241778850555 (0.2188663762062788) | > loss_disc_real_5: 0.1892969012260437 (0.20857110247015953) | > loss_0: 2.356189727783203 (2.350566536188125) | > loss_gen: 2.5201385021209717 (2.3360670432448387) | > loss_kl: 2.6819026470184326 (3.0635040402412415) | > loss_feat: 6.528326034545898 (6.824657887220383) | > loss_mel: 18.202409744262695 (17.661017537117004) | > loss_duration: 2.374386787414551 (2.346907839179039) | > loss_1: 32.30716323852539 (32.23215472698212)  --> STEP: 17 | > loss_disc: 2.567256450653076 (2.363313001744887) | > loss_disc_real_0: 0.14414066076278687 (0.12922090379630818) | > loss_disc_real_1: 0.1863853931427002 (0.18133063395233714) | > loss_disc_real_2: 0.27239903807640076 (0.22577492629780488) | > loss_disc_real_3: 0.26800835132598877 (0.23983394749024334) | > loss_disc_real_4: 0.22975455224514008 (0.21950685714974122) | > loss_disc_real_5: 0.2181120365858078 (0.20913233388872707) | > loss_0: 2.567256450653076 (2.363313001744887) | > loss_gen: 2.1733226776123047 (2.3264938452664543) | > loss_kl: 2.297595500946045 (3.0184505967532886) | > loss_feat: 5.106240749359131 (6.72357452616972) | > loss_mel: 16.3186092376709 (17.58205234303194) | > loss_duration: 2.489799976348877 (2.3553132590125587) | > loss_1: 28.385568618774414 (32.00588495591108)  --> STEP: 18 | > loss_disc: 2.489698648452759 (2.370334426561991) | > loss_disc_real_0: 0.12757200002670288 (0.1291292980313301) | > loss_disc_real_1: 0.2074253112077713 (0.18278033824430573) | > loss_disc_real_2: 0.24865472316741943 (0.22704602612389457) | > loss_disc_real_3: 0.1839221715927124 (0.2367277377181583) | > loss_disc_real_4: 0.24311357736587524 (0.22081834160619312) | > loss_disc_real_5: 0.1622498333454132 (0.20652775052520964) | > loss_0: 2.489698648452759 (2.370334426561991) | > loss_gen: 1.9619433879852295 (2.306241042084164) | > loss_kl: 2.2499632835388184 (2.9757568571302624) | > loss_feat: 6.180619716644287 (6.693410370084974) | > loss_mel: 16.127735137939453 (17.501256942749023) | > loss_duration: 2.2376558780670166 (2.3487767378489175) | > loss_1: 28.757917404174805 (31.82544231414795)  --> STEP: 19 | > loss_disc: 2.4204623699188232 (2.372972739370245) | > loss_disc_real_0: 0.13581982254981995 (0.1294814309007243) | > loss_disc_real_1: 0.19000427424907684 (0.18316054540245155) | > loss_disc_real_2: 0.2203972339630127 (0.2266960896943745) | > loss_disc_real_3: 0.25808820128440857 (0.23785197264269778) | > loss_disc_real_4: 0.2533816695213318 (0.22253220097014778) | > loss_disc_real_5: 0.17467282712459564 (0.20485117560938784) | > loss_0: 2.4204623699188232 (2.372972739370245) | > loss_gen: 2.1463592052459717 (2.2978262085663643) | > loss_kl: 2.2163586616516113 (2.935788531052439) | > loss_feat: 5.827193737030029 (6.64782002097682) | > loss_mel: 15.732293128967285 (17.408153584128932) | > loss_duration: 2.386930227279663 (2.3507848162400093) | > loss_1: 28.309133529663086 (31.64037343075401)  --> STEP: 20 | > loss_disc: 2.4535281658172607 (2.3770005106925955) | > loss_disc_real_0: 0.19692286849021912 (0.13285350278019906) | > loss_disc_real_1: 0.2298530787229538 (0.18549517206847665) | > loss_disc_real_2: 0.2174253761768341 (0.22623255401849746) | > loss_disc_real_3: 0.2210795134305954 (0.23701334968209267) | > loss_disc_real_4: 0.20805780589580536 (0.22180848121643065) | > loss_disc_real_5: 0.15991796553134918 (0.2026045151054859) | > loss_0: 2.4535281658172607 (2.3770005106925955) | > loss_gen: 2.2479641437530518 (2.2953331053256987) | > loss_kl: 2.5135953426361084 (2.9146788716316223) | > loss_feat: 5.082690238952637 (6.569563531875611) | > loss_mel: 15.041345596313477 (17.289813184738158) | > loss_duration: 2.3317532539367676 (2.3498332381248472) | > loss_1: 27.217348098754883 (31.419222164154053)  --> STEP: 21 | > loss_disc: 2.098536729812622 (2.363740330650692) | > loss_disc_real_0: 0.09136302769184113 (0.13087776587122962) | > loss_disc_real_1: 0.21520422399044037 (0.1869098888266654) | > loss_disc_real_2: 0.20122136175632477 (0.22504154486315592) | > loss_disc_real_3: 0.2254139631986618 (0.23646099794478642) | > loss_disc_real_4: 0.24436450004577637 (0.2228825773511614) | > loss_disc_real_5: 0.20850993692874908 (0.20288572566849844) | > loss_0: 2.098536729812622 (2.363740330650692) | > loss_gen: 2.6062259674072266 (2.310137527329581) | > loss_kl: 2.3415229320526123 (2.8873857316516696) | > loss_feat: 6.3224945068359375 (6.5577983402070545) | > loss_mel: 16.162363052368164 (17.236125083196733) | > loss_duration: 2.1799521446228027 (2.3417436622437977) | > loss_1: 29.612560272216797 (31.333190645490372)  --> STEP: 22 | > loss_disc: 2.3720149993896484 (2.3641164519570084) | > loss_disc_real_0: 0.08682524412870407 (0.12887537851929665) | > loss_disc_real_1: 0.19766083359718323 (0.18739856813441624) | > loss_disc_real_2: 0.2222290188074112 (0.22491370276971298) | > loss_disc_real_3: 0.27420443296432495 (0.23817660862749274) | > loss_disc_real_4: 0.27821266651153564 (0.2253975814039057) | > loss_disc_real_5: 0.26059848070144653 (0.20550903271545062) | > loss_0: 2.3720149993896484 (2.3641164519570084) | > loss_gen: 2.486481189727783 (2.3181531483476814) | > loss_kl: 2.4809823036193848 (2.868912848559293) | > loss_feat: 7.0039472579956055 (6.578077836470171) | > loss_mel: 17.518171310424805 (17.248945366252556) | > loss_duration: 2.2097272872924805 (2.3357429179278286) | > loss_1: 31.699310302734375 (31.349832448092375)  --> STEP: 23 | > loss_disc: 2.3883399963378906 (2.3651696495387857) | > loss_disc_real_0: 0.09718400985002518 (0.1274974929249805) | > loss_disc_real_1: 0.12438812106847763 (0.18465898347937543) | > loss_disc_real_2: 0.2581305205821991 (0.22635791223982107) | > loss_disc_real_3: 0.21698157489299774 (0.2372550854216451) | > loss_disc_real_4: 0.21896705031394958 (0.22511799309564673) | > loss_disc_real_5: 0.17823688685894012 (0.20432328724342844) | > loss_0: 2.3883399963378906 (2.3651696495387857) | > loss_gen: 2.2007460594177246 (2.3130484923072485) | > loss_kl: 2.3091416358947754 (2.844574969747792) | > loss_feat: 5.860289573669434 (6.546869651131008) | > loss_mel: 17.623775482177734 (17.265242327814523) | > loss_duration: 2.285977363586426 (2.3335791981738545) | > loss_1: 30.279930114746094 (31.303314955338188)  --> STEP: 24 | > loss_disc: 2.318941354751587 (2.363243470589319) | > loss_disc_real_0: 0.10636241734027863 (0.12661686477561793) | > loss_disc_real_1: 0.16956177353858948 (0.184029933065176) | > loss_disc_real_2: 0.2542996108531952 (0.22752214968204498) | > loss_disc_real_3: 0.1900758147239685 (0.2352892824759086) | > loss_disc_real_4: 0.2011786699295044 (0.22412052129705748) | > loss_disc_real_5: 0.20413453876972198 (0.20431542272369066) | > loss_0: 2.318941354751587 (2.363243470589319) | > loss_gen: 2.3232367038726807 (2.313473001122475) | > loss_kl: 2.4954652786254883 (2.8300287326176963) | > loss_feat: 7.947753429412842 (6.605239808559418) | > loss_mel: 17.23809242248535 (17.26411108175914) | > loss_duration: 2.4832329750061035 (2.339814772208532) | > loss_1: 32.4877815246582 (31.352667729059856)  --> STEP: 25 | > loss_disc: 2.5859365463256836 (2.372151193618773) | > loss_disc_real_0: 0.21808165311813354 (0.13027545630931855) | > loss_disc_real_1: 0.18837033212184906 (0.18420354902744293) | > loss_disc_real_2: 0.27002567052841187 (0.22922229051589965) | > loss_disc_real_3: 0.2722707688808441 (0.23676854193210603) | > loss_disc_real_4: 0.25770634412765503 (0.22546395421028137) | > loss_disc_real_5: 0.2729208469390869 (0.2070596396923065) | > loss_0: 2.5859365463256836 (2.372151193618773) | > loss_gen: 2.2713937759399414 (2.3117898321151737) | > loss_kl: 2.573603391647339 (2.819771718978882) | > loss_feat: 5.842443943023682 (6.574727973937988) | > loss_mel: 13.42170524597168 (17.11041484832764) | > loss_duration: 2.3348515033721924 (2.339616241455078) | > loss_1: 26.443998336791992 (31.15632095336914)  --> STEP: 26 | > loss_disc: 2.7225565910339355 (2.385628324288587) | > loss_disc_real_0: 0.1382419466972351 (0.13058185978577688) | > loss_disc_real_1: 0.11743073910474777 (0.1816353640304162) | > loss_disc_real_2: 0.22668424248695374 (0.22912467328401712) | > loss_disc_real_3: 0.14605869352817535 (0.23327970160887793) | > loss_disc_real_4: 0.48158520460128784 (0.2353147715330124) | > loss_disc_real_5: 0.5772824287414551 (0.2212989777326584) | > loss_0: 2.7225565910339355 (2.385628324288587) | > loss_gen: 2.8790361881256104 (2.3336069996540365) | > loss_kl: 2.276993751525879 (2.7988956433076124) | > loss_feat: 17.226938247680664 (6.984428369081938) | > loss_mel: 19.422502517700195 (17.19934129714966) | > loss_duration: 2.3221230506896973 (2.3389434264256406) | > loss_1: 44.12759780883789 (31.655216217041016) --> EVAL PERFORMANCE | > avg_loader_time: 0.00234530522273137 (-4.336467156043416e-05) | > avg_loss_disc: 2.385628324288587 (+0.027967654741726466) | > avg_loss_disc_real_0: 0.13058185978577688 (+0.019572395831346526) | > avg_loss_disc_real_1: 0.1816353640304162 (-0.020701358238091827) | > avg_loss_disc_real_2: 0.22912467328401712 (+0.0015945807099342346) | > avg_loss_disc_real_3: 0.23327970160887793 (+0.02619026544002387) | > avg_loss_disc_real_4: 0.2353147715330124 (+0.02047998859332159) | > avg_loss_disc_real_5: 0.2212989777326584 (+0.017230672331956715) | > avg_loss_0: 2.385628324288587 (+0.027967654741726466) | > avg_loss_gen: 2.3336069996540365 (+0.03237693584882306) | > avg_loss_kl: 2.7988956433076124 (-0.08936079648824746) | > avg_loss_feat: 6.984428369081938 (-0.07770354931171042) | > avg_loss_mel: 17.19934129714966 (-0.4705277222853397) | > avg_loss_duration: 2.3389434264256406 (-0.0021795951403102976) | > avg_loss_1: 31.655216217041016 (-0.6073945852426377)  > EPOCH: 636/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:15:44)   --> TIME: 2024-06-11 19:15:52 -- STEP: 19/330 -- GLOBAL_STEP: 297900 | > loss_disc: 2.367142677307129 (2.319806224421451) | > loss_disc_real_0: 0.09395764023065567 (0.10023936707722514) | > loss_disc_real_1: 0.2015315443277359 (0.19618269722712667) | > loss_disc_real_2: 0.19219255447387695 (0.2057869253974212) | > loss_disc_real_3: 0.22315363585948944 (0.23066680760760055) | > loss_disc_real_4: 0.242513507604599 (0.23235190620547846) | > loss_disc_real_5: 0.25119495391845703 (0.22222805101620524) | > loss_0: 2.367142677307129 (2.319806224421451) | > grad_norm_0: tensor(7.1384, device='cuda:0') (tensor(13.0460, device='cuda:0')) | > loss_gen: 2.4592480659484863 (2.499399335760819) | > loss_kl: 1.825032114982605 (1.9555388563557674) | > loss_feat: 7.528341293334961 (6.870310808482923) | > loss_mel: 16.529396057128906 (17.7416185077868) | > loss_duration: 2.008505344390869 (2.0707824794869674) | > loss_1: 30.350522994995117 (31.137649636519583) | > grad_norm_1: tensor(119.5468, device='cuda:0') (tensor(114.7179, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3572 (0.359061692890368) | > loader_time: 0.0031 (0.003088035081562243)  --> TIME: 2024-06-11 19:16:01 -- STEP: 44/330 -- GLOBAL_STEP: 297925 | > loss_disc: 2.403914213180542 (2.3247674595225942) | > loss_disc_real_0: 0.10521664470434189 (0.10529042221605778) | > loss_disc_real_1: 0.21262824535369873 (0.19522651081735443) | > loss_disc_real_2: 0.16054296493530273 (0.20774498277089812) | > loss_disc_real_3: 0.2143600583076477 (0.22875446250492876) | > loss_disc_real_4: 0.234843447804451 (0.2309450561350042) | > loss_disc_real_5: 0.2333834171295166 (0.22003777189688248) | > loss_0: 2.403914213180542 (2.3247674595225942) | > grad_norm_0: tensor(9.2974, device='cuda:0') (tensor(10.8198, device='cuda:0')) | > loss_gen: 2.3547205924987793 (2.5069142146544015) | > loss_kl: 1.86832594871521 (1.9419250054792925) | > loss_feat: 7.379775524139404 (7.03777516971935) | > loss_mel: 17.615203857421875 (17.643308899619353) | > loss_duration: 1.9319255352020264 (2.0191999917680565) | > loss_1: 31.14995002746582 (31.149123061786998) | > grad_norm_1: tensor(142.4569, device='cuda:0') (tensor(89.5744, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3535 (0.35801754214546894) | > loader_time: 0.0038 (0.0032172907482494006)  --> TIME: 2024-06-11 19:16:10 -- STEP: 69/330 -- GLOBAL_STEP: 297950 | > loss_disc: 2.403386116027832 (2.333764456320499) | > loss_disc_real_0: 0.18080532550811768 (0.10668122789997986) | > loss_disc_real_1: 0.22181065380573273 (0.1952649158412132) | > loss_disc_real_2: 0.21262577176094055 (0.21160489407138547) | > loss_disc_real_3: 0.2741418182849884 (0.22836481855399365) | > loss_disc_real_4: 0.251392126083374 (0.23018379984558493) | > loss_disc_real_5: 0.263459712266922 (0.21998523283695828) | > loss_0: 2.403386116027832 (2.333764456320499) | > grad_norm_0: tensor(13.0960, device='cuda:0') (tensor(10.9044, device='cuda:0')) | > loss_gen: 2.6387925148010254 (2.5102034409840894) | > loss_kl: 1.9896167516708374 (1.9630951691364897) | > loss_feat: 6.800012111663818 (7.062857724618221) | > loss_mel: 16.82141876220703 (17.61458988466124) | > loss_duration: 1.9297599792480469 (2.0055527531582378) | > loss_1: 30.17959976196289 (31.156298789425172) | > grad_norm_1: tensor(85.3033, device='cuda:0') (tensor(92.5250, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3685 (0.3600113668303559) | > loader_time: 0.0035 (0.0033728108889814735)  --> TIME: 2024-06-11 19:16:20 -- STEP: 94/330 -- GLOBAL_STEP: 297975 | > loss_disc: 2.2670016288757324 (2.344006939137235) | > loss_disc_real_0: 0.11638610810041428 (0.10924539073033536) | > loss_disc_real_1: 0.17675067484378815 (0.19593648945397518) | > loss_disc_real_2: 0.18890522420406342 (0.21156734767112326) | > loss_disc_real_3: 0.2039262354373932 (0.22812711162135957) | > loss_disc_real_4: 0.2303890436887741 (0.23223327274652236) | > loss_disc_real_5: 0.20330657064914703 (0.2223898137503482) | > loss_0: 2.2670016288757324 (2.344006939137235) | > grad_norm_0: tensor(4.9209, device='cuda:0') (tensor(10.2600, device='cuda:0')) | > loss_gen: 2.4471259117126465 (2.498197403359919) | > loss_kl: 1.9186326265335083 (1.9727553357469274) | > loss_feat: 7.322164058685303 (7.031641620270749) | > loss_mel: 17.55772590637207 (17.560095097156267) | > loss_duration: 2.0216798782348633 (2.0011868831959183) | > loss_1: 31.267330169677734 (31.063876233202347) | > grad_norm_1: tensor(42.6942, device='cuda:0') (tensor(92.3916, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3833 (0.3637709211795888) | > loader_time: 0.0047 (0.003509042110848934)  --> TIME: 2024-06-11 19:16:29 -- STEP: 119/330 -- GLOBAL_STEP: 298000 | > loss_disc: 2.3251240253448486 (2.35246346377525) | > loss_disc_real_0: 0.11017903685569763 (0.11038805005931053) | > loss_disc_real_1: 0.2155788391828537 (0.1960410822589858) | > loss_disc_real_2: 0.24377115070819855 (0.21226074302396855) | > loss_disc_real_3: 0.23402820527553558 (0.22946790787352234) | > loss_disc_real_4: 0.22717565298080444 (0.23263610411091012) | > loss_disc_real_5: 0.22604967653751373 (0.22274191777746216) | > loss_0: 2.3251240253448486 (2.35246346377525) | > grad_norm_0: tensor(8.8820, device='cuda:0') (tensor(10.2326, device='cuda:0')) | > loss_gen: 2.4831340312957764 (2.4899681435913585) | > loss_kl: 2.3133342266082764 (1.9718166138945508) | > loss_feat: 7.017885684967041 (7.023091913271351) | > loss_mel: 17.62694549560547 (17.565627554885474) | > loss_duration: 1.9845367670059204 (2.0020604434133573) | > loss_1: 31.42583465576172 (31.05256460494354) | > grad_norm_1: tensor(73.2960, device='cuda:0') (tensor(92.4536, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3782 (0.3674898828778948) | > loader_time: 0.0037 (0.00363463513991412) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_298000.pth  --> TIME: 2024-06-11 19:16:43 -- STEP: 144/330 -- GLOBAL_STEP: 298025 | > loss_disc: 2.4481232166290283 (2.357481607132488) | > loss_disc_real_0: 0.12671422958374023 (0.11266419260452191) | > loss_disc_real_1: 0.23026582598686218 (0.19631768349144185) | > loss_disc_real_2: 0.21110202372074127 (0.21290614724987084) | > loss_disc_real_3: 0.2529631555080414 (0.22867627328054774) | > loss_disc_real_4: 0.23059895634651184 (0.2319741090759635) | > loss_disc_real_5: 0.2262706309556961 (0.2227908159709639) | > loss_0: 2.4481232166290283 (2.357481607132488) | > grad_norm_0: tensor(22.7627, device='cuda:0') (tensor(10.5369, device='cuda:0')) | > loss_gen: 2.505444049835205 (2.483488975299729) | > loss_kl: 1.9464740753173828 (1.9735995911889606) | > loss_feat: 7.0627665519714355 (6.996114429500368) | > loss_mel: 17.447650909423828 (17.541814711358807) | > loss_duration: 2.011782169342041 (2.006463972230752) | > loss_1: 30.974117279052734 (31.00148155954149) | > grad_norm_1: tensor(156.0893, device='cuda:0') (tensor(101.9344, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3983 (0.3719924324088627) | > loader_time: 0.0043 (0.0037730137507120767)  --> TIME: 2024-06-11 19:16:53 -- STEP: 169/330 -- GLOBAL_STEP: 298050 | > loss_disc: 2.2834529876708984 (2.360021103063279) | > loss_disc_real_0: 0.10324570536613464 (0.1142042815332582) | > loss_disc_real_1: 0.20247769355773926 (0.19659171275485893) | > loss_disc_real_2: 0.19550637900829315 (0.21299435295296845) | > loss_disc_real_3: 0.2393091917037964 (0.22942306753799055) | > loss_disc_real_4: 0.22254647314548492 (0.23181882095054762) | > loss_disc_real_5: 0.2067449986934662 (0.22227803789652312) | > loss_0: 2.2834529876708984 (2.360021103063279) | > grad_norm_0: tensor(14.1269, device='cuda:0') (tensor(12.0797, device='cuda:0')) | > loss_gen: 2.560352087020874 (2.4831162204403854) | > loss_kl: 2.1355292797088623 (1.9777743562438783) | > loss_feat: 7.236475944519043 (7.006928472123908) | > loss_mel: 17.61675262451172 (17.54345203151363) | > loss_duration: 2.053797721862793 (2.011311394223096) | > loss_1: 31.602909088134766 (31.02258237579165) | > grad_norm_1: tensor(239.6135, device='cuda:0') (tensor(120.8957, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3806 (0.37291714707775236) | > loader_time: 0.0041 (0.003874108636167628)  --> TIME: 2024-06-11 19:17:03 -- STEP: 194/330 -- GLOBAL_STEP: 298075 | > loss_disc: 2.4460763931274414 (2.363692617907967) | > loss_disc_real_0: 0.17227333784103394 (0.11628648584958204) | > loss_disc_real_1: 0.15696634352207184 (0.19718557473310483) | > loss_disc_real_2: 0.2462802678346634 (0.21295160001393446) | > loss_disc_real_3: 0.22778169810771942 (0.22925720409941427) | > loss_disc_real_4: 0.2277441918849945 (0.23168621734552777) | > loss_disc_real_5: 0.22017207741737366 (0.22232164104574734) | > loss_0: 2.4460763931274414 (2.363692617907967) | > grad_norm_0: tensor(31.8396, device='cuda:0') (tensor(14.8833, device='cuda:0')) | > loss_gen: 2.3967180252075195 (2.485875787194243) | > loss_kl: 2.1797454357147217 (1.9808236759962494) | > loss_feat: 6.946041584014893 (7.008486779694705) | > loss_mel: 17.462993621826172 (17.504541328272868) | > loss_duration: 2.0384459495544434 (2.019380773465658) | > loss_1: 31.023942947387695 (30.999108285019076) | > grad_norm_1: tensor(290.3241, device='cuda:0') (tensor(145.1588, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3898 (0.37446690465986127) | > loader_time: 0.0047 (0.003969630015265082)  --> TIME: 2024-06-11 19:17:13 -- STEP: 219/330 -- GLOBAL_STEP: 298100 | > loss_disc: 2.369889736175537 (2.3626537061717414) | > loss_disc_real_0: 0.08827895671129227 (0.11571552284640264) | > loss_disc_real_1: 0.19974736869335175 (0.1972108629604452) | > loss_disc_real_2: 0.2284756749868393 (0.21252631276982015) | > loss_disc_real_3: 0.2537497878074646 (0.22932989949777247) | > loss_disc_real_4: 0.22208130359649658 (0.23152146995339765) | > loss_disc_real_5: 0.20644062757492065 (0.22268674573669694) | > loss_0: 2.369889736175537 (2.3626537061717414) | > grad_norm_0: tensor(46.2656, device='cuda:0') (tensor(16.6827, device='cuda:0')) | > loss_gen: 2.5889248847961426 (2.4937463873597596) | > loss_kl: 2.0672624111175537 (1.982141911166988) | > loss_feat: 7.903615474700928 (7.025789901001812) | > loss_mel: 17.72935676574707 (17.474250641043326) | > loss_duration: 2.081505537033081 (2.026947176075418) | > loss_1: 32.370662689208984 (31.002875959492165) | > grad_norm_1: tensor(516.4468, device='cuda:0') (tensor(173.0692, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.3887 (0.3766107678957727) | > loader_time: 0.0047 (0.004084366097297845)  --> TIME: 2024-06-11 19:17:24 -- STEP: 244/330 -- GLOBAL_STEP: 298125 | > loss_disc: 2.4130985736846924 (2.359706055922586) | > loss_disc_real_0: 0.06739233434200287 (0.11588792541049055) | > loss_disc_real_1: 0.16983485221862793 (0.19729789517453453) | > loss_disc_real_2: 0.21758854389190674 (0.2126183751665178) | > loss_disc_real_3: 0.21423238515853882 (0.2294624424005141) | > loss_disc_real_4: 0.25569307804107666 (0.23083276808506153) | > loss_disc_real_5: 0.2698841094970703 (0.2220091816709667) | > loss_0: 2.4130985736846924 (2.359706055922586) | > grad_norm_0: tensor(21.7590, device='cuda:0') (tensor(19.7702, device='cuda:0')) | > loss_gen: 2.547994375228882 (2.5027461354849776) | > loss_kl: 1.8018990755081177 (1.9858180079303804) | > loss_feat: 7.128148555755615 (7.043650224560597) | > loss_mel: 16.75032615661621 (17.422679009984755) | > loss_duration: 2.0598044395446777 (2.035884320735933) | > loss_1: 30.28817367553711 (30.990777648863244) | > grad_norm_1: tensor(333.7045, device='cuda:0') (tensor(200.8075, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.4397 (0.38108530005470664) | > loader_time: 0.0054 (0.004233614343111634)  --> TIME: 2024-06-11 19:17:35 -- STEP: 269/330 -- GLOBAL_STEP: 298150 | > loss_disc: 2.3372068405151367 (2.359424548521361) | > loss_disc_real_0: 0.14734011888504028 (0.1168707292457717) | > loss_disc_real_1: 0.20856525003910065 (0.1976010011142071) | > loss_disc_real_2: 0.22720001637935638 (0.21290765697184988) | > loss_disc_real_3: 0.21971334517002106 (0.22961095213668498) | > loss_disc_real_4: 0.2139376401901245 (0.23070911326372934) | > loss_disc_real_5: 0.2545342743396759 (0.2221347768289006) | > loss_0: 2.3372068405151367 (2.359424548521361) | > grad_norm_0: tensor(79.1331, device='cuda:0') (tensor(22.0329, device='cuda:0')) | > loss_gen: 2.324213981628418 (2.5083219012363256) | > loss_kl: 1.884081244468689 (1.9897410585977775) | > loss_feat: 6.488988399505615 (7.070595126169765) | > loss_mel: 16.081005096435547 (17.39226779795934) | > loss_duration: 2.1401095390319824 (2.044238312980058) | > loss_1: 28.918399810791016 (31.00516410033499) | > grad_norm_1: tensor(479.8758, device='cuda:0') (tensor(225.6604, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.4334 (0.3858788332531444) | > loader_time: 0.0057 (0.004367222130077037)  --> TIME: 2024-06-11 19:17:46 -- STEP: 294/330 -- GLOBAL_STEP: 298175 | > loss_disc: 2.437662363052368 (2.3624056812857286) | > loss_disc_real_0: 0.10269168019294739 (0.11802464859167329) | > loss_disc_real_1: 0.18730221688747406 (0.19833899117043224) | > loss_disc_real_2: 0.26246944069862366 (0.21319420828300265) | > loss_disc_real_3: 0.260091096162796 (0.22941698083261244) | > loss_disc_real_4: 0.2404167801141739 (0.2304612442749698) | > loss_disc_real_5: 0.2516185939311981 (0.22204599124031002) | > loss_0: 2.437662363052368 (2.3624056812857286) | > grad_norm_0: tensor(28.0186, device='cuda:0') (tensor(23.7397, device='cuda:0')) | > loss_gen: 2.3244049549102783 (2.505710263641514) | > loss_kl: 2.0606398582458496 (1.994714956705262) | > loss_feat: 7.159244060516357 (7.077259047501753) | > loss_mel: 17.593843460083008 (17.36253310547394) | > loss_duration: 2.1963372230529785 (2.0542642778279854) | > loss_1: 31.334470748901367 (30.994481579787067) | > grad_norm_1: tensor(284.1601, device='cuda:0') (tensor(236.8886, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.4805 (0.3916570215809103) | > loader_time: 0.0069 (0.004531698162052907)  --> TIME: 2024-06-11 19:18:00 -- STEP: 319/330 -- GLOBAL_STEP: 298200 | > loss_disc: 2.4386239051818848 (2.3670322147656386) | > loss_disc_real_0: 0.1441553235054016 (0.1195145330529041) | > loss_disc_real_1: 0.1959007978439331 (0.19849459411208528) | > loss_disc_real_2: 0.23402966558933258 (0.2131719190312029) | > loss_disc_real_3: 0.27134013175964355 (0.22935385931995594) | > loss_disc_real_4: 0.24999074637889862 (0.23081308061426337) | > loss_disc_real_5: 0.26171112060546875 (0.22248245093702895) | > loss_0: 2.4386239051818848 (2.3670322147656386) | > grad_norm_0: tensor(11.8347, device='cuda:0') (tensor(23.0907, device='cuda:0')) | > loss_gen: 2.4243626594543457 (2.4973805757899274) | > loss_kl: 2.0867362022399902 (1.99881768525581) | > loss_feat: 8.108771324157715 (7.086905090786448) | > loss_mel: 17.944643020629883 (17.322344726155922) | > loss_duration: 2.2363998889923096 (2.0682134994518813) | > loss_1: 32.80091094970703 (30.973661476541835) | > grad_norm_1: tensor(146.2096, device='cuda:0') (tensor(230.5208, device='cuda:0')) | > current_lr_0: 0.0001847146861138489 | > current_lr_1: 0.0001847146861138489 | > step_time: 0.5662 (0.4013241069817618) | > loader_time: 0.0084 (0.004755118050171665)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2199199199676514 (2.2199199199676514) | > loss_disc_real_0: 0.06730601191520691 (0.06730601191520691) | > loss_disc_real_1: 0.1647052764892578 (0.1647052764892578) | > loss_disc_real_2: 0.18809713423252106 (0.18809713423252106) | > loss_disc_real_3: 0.2627502977848053 (0.2627502977848053) | > loss_disc_real_4: 0.20951102674007416 (0.20951102674007416) | > loss_disc_real_5: 0.13343378901481628 (0.13343378901481628) | > loss_0: 2.2199199199676514 (2.2199199199676514) | > loss_gen: 2.3335678577423096 (2.3335678577423096) | > loss_kl: 2.8141751289367676 (2.8141751289367676) | > loss_feat: 6.6439433097839355 (6.6439433097839355) | > loss_mel: 16.08287811279297 (16.08287811279297) | > loss_duration: 3.1342315673828125 (3.1342315673828125) | > loss_1: 31.00879669189453 (31.00879669189453)  --> STEP: 1 | > loss_disc: 2.327491283416748 (2.327491283416748) | > loss_disc_real_0: 0.08601809293031693 (0.08601809293031693) | > loss_disc_real_1: 0.23238429427146912 (0.23238429427146912) | > loss_disc_real_2: 0.17193877696990967 (0.17193877696990967) | > loss_disc_real_3: 0.25579699873924255 (0.25579699873924255) | > loss_disc_real_4: 0.208658829331398 (0.208658829331398) | > loss_disc_real_5: 0.18397194147109985 (0.18397194147109985) | > loss_0: 2.327491283416748 (2.327491283416748) | > loss_gen: 2.2035675048828125 (2.2035675048828125) | > loss_kl: 3.000699758529663 (3.000699758529663) | > loss_feat: 6.8619561195373535 (6.8619561195373535) | > loss_mel: 16.238178253173828 (16.238178253173828) | > loss_duration: 2.3860650062561035 (2.3860650062561035) | > loss_1: 30.690465927124023 (30.690465927124023)  --> STEP: 2 | > loss_disc: 2.456610918045044 (2.392051100730896) | > loss_disc_real_0: 0.04057273268699646 (0.06329541280865669) | > loss_disc_real_1: 0.2534928619861603 (0.2429385781288147) | > loss_disc_real_2: 0.251697301864624 (0.21181803941726685) | > loss_disc_real_3: 0.27973026037216187 (0.2677636295557022) | > loss_disc_real_4: 0.21420715749263763 (0.21143299341201782) | > loss_disc_real_5: 0.25080135464668274 (0.2173866480588913) | > loss_0: 2.456610918045044 (2.392051100730896) | > loss_gen: 2.2641265392303467 (2.2338470220565796) | > loss_kl: 2.20086669921875 (2.6007832288742065) | > loss_feat: 6.265308380126953 (6.563632249832153) | > loss_mel: 18.54543685913086 (17.391807556152344) | > loss_duration: 2.4363465309143066 (2.411205768585205) | > loss_1: 31.71208381652832 (31.201274871826172)  --> STEP: 3 | > loss_disc: 2.31707763671875 (2.3670599460601807) | > loss_disc_real_0: 0.16004005074501038 (0.09554362545410792) | > loss_disc_real_1: 0.2619962692260742 (0.2492911418279012) | > loss_disc_real_2: 0.18323580920696259 (0.20229062934716543) | > loss_disc_real_3: 0.2803940773010254 (0.27197377880414325) | > loss_disc_real_4: 0.23745419085025787 (0.22010672589143118) | > loss_disc_real_5: 0.24538229405879974 (0.22671853005886078) | > loss_0: 2.31707763671875 (2.3670599460601807) | > loss_gen: 2.7055914402008057 (2.3910951614379883) | > loss_kl: 2.9683308601379395 (2.7232991059621177) | > loss_feat: 7.029484272003174 (6.718916257222493) | > loss_mel: 16.38240623474121 (17.0553404490153) | > loss_duration: 2.3883140087127686 (2.4035751819610596) | > loss_1: 31.4741268157959 (31.292225519816082)  --> STEP: 4 | > loss_disc: 2.3976922035217285 (2.3747180104255676) | > loss_disc_real_0: 0.18192920088768005 (0.11714001931250095) | > loss_disc_real_1: 0.2724628150463104 (0.2550840601325035) | > loss_disc_real_2: 0.18940377235412598 (0.19906891509890556) | > loss_disc_real_3: 0.19491131603717804 (0.25270816311240196) | > loss_disc_real_4: 0.16849830746650696 (0.20720462128520012) | > loss_disc_real_5: 0.1509530395269394 (0.20777715742588043) | > loss_0: 2.3976922035217285 (2.3747180104255676) | > loss_gen: 2.2037768363952637 (2.344265580177307) | > loss_kl: 2.998241662979126 (2.7920347452163696) | > loss_feat: 7.559061050415039 (6.92895245552063) | > loss_mel: 15.57497787475586 (16.68524980545044) | > loss_duration: 2.4044454097747803 (2.4037927389144897) | > loss_1: 30.740503311157227 (31.154294967651367)  --> STEP: 5 | > loss_disc: 2.602471351623535 (2.420268678665161) | > loss_disc_real_0: 0.13036352396011353 (0.11978472024202347) | > loss_disc_real_1: 0.30976051092147827 (0.26601935029029844) | > loss_disc_real_2: 0.2327909618616104 (0.20581332445144654) | > loss_disc_real_3: 0.28469035029411316 (0.2591046005487442) | > loss_disc_real_4: 0.24396918714046478 (0.21455753445625306) | > loss_disc_real_5: 0.22990286350250244 (0.21220229864120482) | > loss_0: 2.602471351623535 (2.420268678665161) | > loss_gen: 2.3611717224121094 (2.3476468086242677) | > loss_kl: 2.5092005729675293 (2.7354679107666016) | > loss_feat: 5.082324981689453 (6.559626960754395) | > loss_mel: 18.599685668945312 (17.068136978149415) | > loss_duration: 2.4484024047851562 (2.4127146720886232) | > loss_1: 31.00078582763672 (31.123593139648438)  --> STEP: 6 | > loss_disc: 2.305293083190918 (2.401106079419454) | > loss_disc_real_0: 0.06478656083345413 (0.11061836034059525) | > loss_disc_real_1: 0.27016890048980713 (0.26671094199021655) | > loss_disc_real_2: 0.21209073066711426 (0.2068595588207245) | > loss_disc_real_3: 0.2981451153755188 (0.2656113530198733) | > loss_disc_real_4: 0.2047785520553589 (0.21292770405610403) | > loss_disc_real_5: 0.17178772389888763 (0.20546653618415198) | > loss_0: 2.305293083190918 (2.401106079419454) | > loss_gen: 2.4099321365356445 (2.358027696609497) | > loss_kl: 2.9243009090423584 (2.7669400771458945) | > loss_feat: 5.942166805267334 (6.456716934839885) | > loss_mel: 19.21413230895996 (17.42580286661784) | > loss_duration: 2.105457305908203 (2.361505111058553) | > loss_1: 32.59598922729492 (31.36899248758952)  --> STEP: 7 | > loss_disc: 2.588090419769287 (2.4278181280408586) | > loss_disc_real_0: 0.1776517629623413 (0.12019456071513039) | > loss_disc_real_1: 0.3329618275165558 (0.27617535420826506) | > loss_disc_real_2: 0.25460493564605713 (0.21368032693862915) | > loss_disc_real_3: 0.3003756105899811 (0.2705776755298887) | > loss_disc_real_4: 0.26706206798553467 (0.22066118461745127) | > loss_disc_real_5: 0.26549386978149414 (0.21404186955520085) | > loss_0: 2.588090419769287 (2.4278181280408586) | > loss_gen: 2.46945858001709 (2.373946394239153) | > loss_kl: 3.7460646629333496 (2.9068150179726735) | > loss_feat: 4.617156505584717 (6.193922587803432) | > loss_mel: 17.872997283935547 (17.489687783377512) | > loss_duration: 2.5052123069763184 (2.3820347104753767) | > loss_1: 31.21088981628418 (31.346406391688756)  --> STEP: 8 | > loss_disc: 2.431877613067627 (2.4283255636692047) | > loss_disc_real_0: 0.16681650280952454 (0.12602230347692966) | > loss_disc_real_1: 0.254373699426651 (0.2734501473605633) | > loss_disc_real_2: 0.23744139075279236 (0.21665045991539955) | > loss_disc_real_3: 0.24573281407356262 (0.26747206784784794) | > loss_disc_real_4: 0.2344767302274704 (0.22238812781870365) | > loss_disc_real_5: 0.19638140499591827 (0.21183431148529053) | > loss_0: 2.431877613067627 (2.4283255636692047) | > loss_gen: 2.320540189743042 (2.3672706186771393) | > loss_kl: 2.6547718048095703 (2.8753096163272858) | > loss_feat: 6.656602382659912 (6.251757562160492) | > loss_mel: 14.676382064819336 (17.13802456855774) | > loss_duration: 2.2377772331237793 (2.364002525806427) | > loss_1: 28.54607391357422 (30.99636483192444)  --> STEP: 9 | > loss_disc: 2.3053090572357178 (2.414657062954373) | > loss_disc_real_0: 0.15358513593673706 (0.12908484041690826) | > loss_disc_real_1: 0.22511214017868042 (0.2680792576736874) | > loss_disc_real_2: 0.2047916203737259 (0.21533281107743582) | > loss_disc_real_3: 0.21375347673892975 (0.26150333550241256) | > loss_disc_real_4: 0.19062787294387817 (0.2188592106103897) | > loss_disc_real_5: 0.14687761664390564 (0.20461690094735888) | > loss_0: 2.3053090572357178 (2.414657062954373) | > loss_gen: 2.303375005722046 (2.3601711061265735) | > loss_kl: 2.596423864364624 (2.8443223105536566) | > loss_feat: 6.8817973136901855 (6.321761978997125) | > loss_mel: 18.416217803955078 (17.280046039157444) | > loss_duration: 2.1736419200897217 (2.34285134739346) | > loss_1: 32.371456146240234 (31.149152755737305)  --> STEP: 10 | > loss_disc: 2.310490846633911 (2.404240441322327) | > loss_disc_real_0: 0.15701594948768616 (0.13187795132398605) | > loss_disc_real_1: 0.2401687055826187 (0.2652882024645805) | > loss_disc_real_2: 0.19894187152385712 (0.21369371712207794) | > loss_disc_real_3: 0.28543099761009216 (0.26389610171318056) | > loss_disc_real_4: 0.19922275841236115 (0.21689556539058685) | > loss_disc_real_5: 0.1416502296924591 (0.1983202338218689) | > loss_0: 2.310490846633911 (2.404240441322327) | > loss_gen: 2.394536018371582 (2.3636075973510744) | > loss_kl: 2.81766939163208 (2.841657018661499) | > loss_feat: 4.532750129699707 (6.142860794067383) | > loss_mel: 14.916047096252441 (17.043646144866944) | > loss_duration: 2.3846991062164307 (2.347036123275757) | > loss_1: 27.04570198059082 (30.738807678222656)  --> STEP: 11 | > loss_disc: 2.5226891040802 (2.4150085015730425) | > loss_disc_real_0: 0.10997617989778519 (0.12988688119433142) | > loss_disc_real_1: 0.212782084941864 (0.2605149190534245) | > loss_disc_real_2: 0.2662034034729004 (0.2184673249721527) | > loss_disc_real_3: 0.3128165304660797 (0.26834341341798956) | > loss_disc_real_4: 0.25719401240348816 (0.22055906057357788) | > loss_disc_real_5: 0.2561660408973694 (0.2035789435560053) | > loss_0: 2.5226891040802 (2.4150085015730425) | > loss_gen: 2.5534539222717285 (2.380866354162043) | > loss_kl: 3.0615131855010986 (2.8616439429196445) | > loss_feat: 5.627482891082764 (6.096008257432417) | > loss_mel: 17.404735565185547 (17.076472455805) | > loss_duration: 2.5625267028808594 (2.36662617596713) | > loss_1: 31.2097110748291 (30.781617077914152)  --> STEP: 12 | > loss_disc: 2.6561319828033447 (2.435102125008901) | > loss_disc_real_0: 0.11562539637088776 (0.12869842412571111) | > loss_disc_real_1: 0.31750354170799255 (0.26526397094130516) | > loss_disc_real_2: 0.31432822346687317 (0.22645573318004608) | > loss_disc_real_3: 0.2762071490287781 (0.2689987247188886) | > loss_disc_real_4: 0.25505027174949646 (0.2234333281715711) | > loss_disc_real_5: 0.22731323540210724 (0.20555680120984712) | > loss_0: 2.6561319828033447 (2.435102125008901) | > loss_gen: 2.3167502880096436 (2.375523348649343) | > loss_kl: 2.931070566177368 (2.867429494857788) | > loss_feat: 6.029348850250244 (6.090453306833903) | > loss_mel: 17.667587280273438 (17.125732024510704) | > loss_duration: 2.2685487270355225 (2.3584530552228293) | > loss_1: 31.21330451965332 (30.817591031392414)  --> STEP: 13 | > loss_disc: 2.6207942962646484 (2.44938613818242) | > loss_disc_real_0: 0.1565324068069458 (0.13083949971657532) | > loss_disc_real_1: 0.2802281677722931 (0.2664150630052273) | > loss_disc_real_2: 0.23681531846523285 (0.22725262435582969) | > loss_disc_real_3: 0.2483711689710617 (0.2674119896613635) | > loss_disc_real_4: 0.1686292439699173 (0.21921762938682848) | > loss_disc_real_5: 0.18787993490695953 (0.20419704226347116) | > loss_0: 2.6207942962646484 (2.44938613818242) | > loss_gen: 2.084427833557129 (2.3531313859499416) | > loss_kl: 3.161674976348877 (2.890063762664795) | > loss_feat: 5.071009635925293 (6.012034562917856) | > loss_mel: 14.96436595916748 (16.95947309640738) | > loss_duration: 2.2607157230377197 (2.3509347989008975) | > loss_1: 27.542194366455078 (30.565637441781853)  --> STEP: 14 | > loss_disc: 2.6501452922821045 (2.463726077760969) | > loss_disc_real_0: 0.15476861596107483 (0.13254872230546816) | > loss_disc_real_1: 0.3262650966644287 (0.270690065409456) | > loss_disc_real_2: 0.22178788483142853 (0.22686228581837245) | > loss_disc_real_3: 0.32553985714912415 (0.27156398019620354) | > loss_disc_real_4: 0.2675558924674988 (0.22267036246401922) | > loss_disc_real_5: 0.26965394616127014 (0.20887253539902823) | > loss_0: 2.6501452922821045 (2.463726077760969) | > loss_gen: 2.325549602508545 (2.3511612585612705) | > loss_kl: 3.5429773330688477 (2.9367004462650845) | > loss_feat: 6.406918525695801 (6.040240560259138) | > loss_mel: 18.462305068969727 (17.06681823730469) | > loss_duration: 2.3581924438476562 (2.3514532021113803) | > loss_1: 33.095943450927734 (30.74637358529227)  --> STEP: 15 | > loss_disc: 2.411574363708496 (2.4602492968241374) | > loss_disc_real_0: 0.1438421905040741 (0.13330162018537522) | > loss_disc_real_1: 0.2767591178417206 (0.2710946689049403) | > loss_disc_real_2: 0.19243596494197845 (0.22456719775994619) | > loss_disc_real_3: 0.24632637202739716 (0.26988147298494974) | > loss_disc_real_4: 0.2153288722038269 (0.22218092978000642) | > loss_disc_real_5: 0.1878730058670044 (0.20747256676356) | > loss_0: 2.411574363708496 (2.4602492968241374) | > loss_gen: 2.3939590454101562 (2.354014444351196) | > loss_kl: 3.6695120334625244 (2.985554552078247) | > loss_feat: 8.237846374511719 (6.186747614542643) | > loss_mel: 18.975082397460938 (17.194035847981773) | > loss_duration: 2.3514864444732666 (2.3514554182688396) | > loss_1: 35.62788391113281 (31.071807607014975)  --> STEP: 16 | > loss_disc: 2.668940782546997 (2.473292514681816) | > loss_disc_real_0: 0.2672843933105469 (0.14167554350569844) | > loss_disc_real_1: 0.28438112139701843 (0.27192507218569517) | > loss_disc_real_2: 0.19819757342338562 (0.22291909623891115) | > loss_disc_real_3: 0.28263673186302185 (0.27067867666482925) | > loss_disc_real_4: 0.2855048179626465 (0.2261386727914214) | > loss_disc_real_5: 0.26480919122695923 (0.21105610579252243) | > loss_0: 2.668940782546997 (2.473292514681816) | > loss_gen: 2.434629440307617 (2.3590528815984726) | > loss_kl: 2.7950119972229004 (2.973645642399788) | > loss_feat: 7.566366195678711 (6.2729737758636475) | > loss_mel: 17.6567440032959 (17.222955107688907) | > loss_duration: 2.370626926422119 (2.3526536375284195) | > loss_1: 32.82337951660156 (31.181280851364136)  --> STEP: 17 | > loss_disc: 2.4168810844421387 (2.469974195255953) | > loss_disc_real_0: 0.07545438408851624 (0.13778018118704066) | > loss_disc_real_1: 0.21865051984786987 (0.2687912749893525) | > loss_disc_real_2: 0.2058156430721283 (0.22191301075851216) | > loss_disc_real_3: 0.26524466276168823 (0.2703590287881739) | > loss_disc_real_4: 0.2386336624622345 (0.22687367218382218) | > loss_disc_real_5: 0.19478240609169006 (0.21009882933953228) | > loss_0: 2.4168810844421387 (2.469974195255953) | > loss_gen: 2.14439058303833 (2.346425687565523) | > loss_kl: 2.9523355960845947 (2.9723921102636) | > loss_feat: 6.710026741027832 (6.298682773814482) | > loss_mel: 17.633350372314453 (17.247096005608057) | > loss_duration: 2.431356191635132 (2.3572831995346966) | > loss_1: 31.871458053588867 (31.22187951031853)  --> STEP: 18 | > loss_disc: 2.32934832572937 (2.4621616469489203) | > loss_disc_real_0: 0.12965993583202362 (0.13732905644509527) | > loss_disc_real_1: 0.24261726438999176 (0.267337163289388) | > loss_disc_real_2: 0.1947748214006424 (0.22040533357196385) | > loss_disc_real_3: 0.22485454380512238 (0.267831001844671) | > loss_disc_real_4: 0.22048485279083252 (0.22651873777310053) | > loss_disc_real_5: 0.18489517271518707 (0.20869862619373533) | > loss_0: 2.32934832572937 (2.4621616469489203) | > loss_gen: 2.2054574489593506 (2.338594118754069) | > loss_kl: 2.5105843544006348 (2.946736123826769) | > loss_feat: 8.0738525390625 (6.39730331632826) | > loss_mel: 14.356035232543945 (17.086481518215606) | > loss_duration: 2.257258176803589 (2.351726253827413) | > loss_1: 29.403186798095703 (31.120841026306152)  --> STEP: 19 | > loss_disc: 2.548720359802246 (2.466717368678043) | > loss_disc_real_0: 0.15713641047477722 (0.13837154876244695) | > loss_disc_real_1: 0.23108071088790894 (0.26542892895246806) | > loss_disc_real_2: 0.28816741704940796 (0.22397175901814512) | > loss_disc_real_3: 0.27295076847076416 (0.26810046324604436) | > loss_disc_real_4: 0.24362042546272278 (0.22741882659887014) | > loss_disc_real_5: 0.21567261219024658 (0.20906567808828855) | > loss_0: 2.548720359802246 (2.466717368678043) | > loss_gen: 2.1930418014526367 (2.3309334704750464) | > loss_kl: 1.9838471412658691 (2.896057756323563) | > loss_feat: 6.311635494232178 (6.3927944835863615) | > loss_mel: 16.761491775512695 (17.069376794915453) | > loss_duration: 2.3830461502075195 (2.353374669426366) | > loss_1: 29.633060455322266 (31.042536785728053)  --> STEP: 20 | > loss_disc: 2.350162982940674 (2.4608896493911745) | > loss_disc_real_0: 0.12153635919094086 (0.13752978928387166) | > loss_disc_real_1: 0.20414811372756958 (0.26236488819122317) | > loss_disc_real_2: 0.20485839247703552 (0.22301609069108963) | > loss_disc_real_3: 0.26569509506225586 (0.2679801948368549) | > loss_disc_real_4: 0.18080726265907288 (0.22508824840188027) | > loss_disc_real_5: 0.15720053017139435 (0.20647242069244384) | > loss_0: 2.350162982940674 (2.4608896493911745) | > loss_gen: 2.391171455383301 (2.333945369720459) | > loss_kl: 2.5257229804992676 (2.8775410175323484) | > loss_feat: 9.127506256103516 (6.52953007221222) | > loss_mel: 19.220882415771484 (17.176952075958255) | > loss_duration: 2.30540132522583 (2.3509760022163393) | > loss_1: 35.570682525634766 (31.26894407272339)  --> STEP: 21 | > loss_disc: 2.3638219833374023 (2.45626737957909) | > loss_disc_real_0: 0.06866699457168579 (0.13425060858329138) | > loss_disc_real_1: 0.2657337784767151 (0.26252531153815134) | > loss_disc_real_2: 0.25844383239746094 (0.22470312601044065) | > loss_disc_real_3: 0.25417786836624146 (0.2673229411953971) | > loss_disc_real_4: 0.21133919060230255 (0.22443353136380514) | > loss_disc_real_5: 0.22975438833236694 (0.20758108581815446) | > loss_0: 2.3638219833374023 (2.45626737957909) | > loss_gen: 2.3329477310180664 (2.3338978631155833) | > loss_kl: 2.4760398864746094 (2.858421916053408) | > loss_feat: 5.9542765617370605 (6.5021370479038785) | > loss_mel: 17.248394012451172 (17.180354072934108) | > loss_duration: 2.171642303466797 (2.3424363022758845) | > loss_1: 30.183300018310547 (31.217246736798966)  --> STEP: 22 | > loss_disc: 2.451946496963501 (2.456070975823836) | > loss_disc_real_0: 0.18588575720787048 (0.13659766079349953) | > loss_disc_real_1: 0.25676167011260986 (0.26226332783699036) | > loss_disc_real_2: 0.17061589658260345 (0.2222446155819026) | > loss_disc_real_3: 0.2649477422237396 (0.26721497760577634) | > loss_disc_real_4: 0.24904212355613708 (0.22555210373618387) | > loss_disc_real_5: 0.24783065915107727 (0.20941061187874188) | > loss_0: 2.451946496963501 (2.456070975823836) | > loss_gen: 2.4199609756469727 (2.337809822776101) | > loss_kl: 2.229055881500244 (2.829814369028264) | > loss_feat: 6.980538368225098 (6.523882562463934) | > loss_mel: 17.960317611694336 (17.215806961059574) | > loss_duration: 2.1949641704559326 (2.3357330235567955) | > loss_1: 31.78483772277832 (31.243046327070758)  --> STEP: 23 | > loss_disc: 2.671252489089966 (2.4654266937919287) | > loss_disc_real_0: 0.14521457254886627 (0.1369723091306894) | > loss_disc_real_1: 0.3613186478614807 (0.2665700808815334) | > loss_disc_real_2: 0.251695841550827 (0.223525103667508) | > loss_disc_real_3: 0.2933359444141388 (0.2683506718148356) | > loss_disc_real_4: 0.2262645661830902 (0.2255830803643102) | > loss_disc_real_5: 0.29106923937797546 (0.2129609869874042) | > loss_0: 2.671252489089966 (2.4654266937919287) | > loss_gen: 2.4320907592773438 (2.341908993928329) | > loss_kl: 2.5513644218444824 (2.8177078495854913) | > loss_feat: 5.5061116218566895 (6.479631652002749) | > loss_mel: 16.565902709960938 (17.187550254490066) | > loss_duration: 2.2795286178588867 (2.333289353743843) | > loss_1: 29.334999084472656 (31.16008775130562)  --> STEP: 24 | > loss_disc: 2.5222694873809814 (2.467795143524806) | > loss_disc_real_0: 0.14525435864925385 (0.13731739452729624) | > loss_disc_real_1: 0.26704245805740356 (0.2665897632638613) | > loss_disc_real_2: 0.284615695476532 (0.226070544992884) | > loss_disc_real_3: 0.2508310079574585 (0.2676206858207782) | > loss_disc_real_4: 0.2618120610713959 (0.22709262122710547) | > loss_disc_real_5: 0.281289666891098 (0.21580801531672478) | > loss_0: 2.5222694873809814 (2.467795143524806) | > loss_gen: 2.453697681427002 (2.3465668559074406) | > loss_kl: 2.7893130779266357 (2.8165247340997053) | > loss_feat: 5.819620609283447 (6.452131191889445) | > loss_mel: 16.982154846191406 (17.178992112477623) | > loss_duration: 2.470764398574829 (2.3390174806118007) | > loss_1: 30.515548706054688 (31.133231957753498)  --> STEP: 25 | > loss_disc: 2.55226993560791 (2.47117413520813) | > loss_disc_real_0: 0.14169524610042572 (0.1374925085902214) | > loss_disc_real_1: 0.22087527811527252 (0.26476118385791775) | > loss_disc_real_2: 0.20664718747138977 (0.22529361069202422) | > loss_disc_real_3: 0.3118104636669159 (0.2693882769346237) | > loss_disc_real_4: 0.22213897109031677 (0.22689447522163392) | > loss_disc_real_5: 0.24367304146289825 (0.2169226163625717) | > loss_0: 2.55226993560791 (2.47117413520813) | > loss_gen: 2.444361448287964 (2.350478639602662) | > loss_kl: 2.7523958683013916 (2.813959579467773) | > loss_feat: 6.87452507019043 (6.469026947021485) | > loss_mel: 15.037694931030273 (17.09334022521973) | > loss_duration: 2.3565032482147217 (2.3397169113159175) | > loss_1: 29.465478897094727 (31.066521835327148)  --> STEP: 26 | > loss_disc: 2.463454008102417 (2.4708772072425256) | > loss_disc_real_0: 0.1485811471939087 (0.13791899469036323) | > loss_disc_real_1: 0.22630445659160614 (0.2632820789630596) | > loss_disc_real_2: 0.24270394444465637 (0.22596323891327932) | > loss_disc_real_3: 0.2134987711906433 (0.2672386805598552) | > loss_disc_real_4: 0.2861593961715698 (0.22917389525816992) | > loss_disc_real_5: 0.25165167450904846 (0.21825834936820543) | > loss_0: 2.463454008102417 (2.4708772072425256) | > loss_gen: 2.364030599594116 (2.350999868833102) | > loss_kl: 2.346785068511963 (2.7959913290463954) | > loss_feat: 5.7212018966674805 (6.440264445084792) | > loss_mel: 16.540674209594727 (17.072083840003383) | > loss_duration: 2.301602840423584 (2.3382509855123663) | > loss_1: 29.274295806884766 (30.99759006500244) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025068063002366284 (+0.00016150107750525838) | > avg_loss_disc: 2.4708772072425256 (+0.0852488829539384) | > avg_loss_disc_real_0: 0.13791899469036323 (+0.007337134904586345) | > avg_loss_disc_real_1: 0.2632820789630596 (+0.08164671493264342) | > avg_loss_disc_real_2: 0.22596323891327932 (-0.0031614343707377923) | > avg_loss_disc_real_3: 0.2672386805598552 (+0.0339589789509773) | > avg_loss_disc_real_4: 0.22917389525816992 (-0.006140876274842472) | > avg_loss_disc_real_5: 0.21825834936820543 (-0.0030406283644529575) | > avg_loss_0: 2.4708772072425256 (+0.0852488829539384) | > avg_loss_gen: 2.350999868833102 (+0.017392869179065684) | > avg_loss_kl: 2.7959913290463954 (-0.002904314261217067) | > avg_loss_feat: 6.440264445084792 (-0.5441639239971456) | > avg_loss_mel: 17.072083840003383 (-0.12725745714627834) | > avg_loss_duration: 2.3382509855123663 (-0.0006924409132742504) | > avg_loss_1: 30.99759006500244 (-0.6576261520385742)  > EPOCH: 637/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:18:26)   --> TIME: 2024-06-11 19:18:32 -- STEP: 14/330 -- GLOBAL_STEP: 298225 | > loss_disc: 2.434260129928589 (2.3598843131746565) | > loss_disc_real_0: 0.10957562923431396 (0.10046198751245226) | > loss_disc_real_1: 0.1871424913406372 (0.20595072635582515) | > loss_disc_real_2: 0.23394106328487396 (0.2037797442504338) | > loss_disc_real_3: 0.23543287813663483 (0.22937329964978354) | > loss_disc_real_4: 0.22301985323429108 (0.23574210916246688) | > loss_disc_real_5: 0.21752093732357025 (0.23002846539020538) | > loss_0: 2.434260129928589 (2.3598843131746565) | > grad_norm_0: tensor(16.2752, device='cuda:0') (tensor(10.0229, device='cuda:0')) | > loss_gen: 2.382236957550049 (2.448124255452837) | > loss_kl: 2.0032339096069336 (1.8499577386038644) | > loss_feat: 6.897714614868164 (6.725331578935895) | > loss_mel: 16.5584716796875 (17.555080822535928) | > loss_duration: 2.0083565711975098 (2.0882655552455356) | > loss_1: 29.850011825561523 (30.666759627205984) | > grad_norm_1: tensor(67.0437, device='cuda:0') (tensor(96.6353, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3607 (0.3745908566883632) | > loader_time: 0.0033 (0.0033155339104788645)  --> TIME: 2024-06-11 19:18:42 -- STEP: 39/330 -- GLOBAL_STEP: 298250 | > loss_disc: 2.2317616939544678 (2.339915911356608) | > loss_disc_real_0: 0.0801730528473854 (0.10432942765645492) | > loss_disc_real_1: 0.1943546086549759 (0.19749965881690001) | > loss_disc_real_2: 0.22361040115356445 (0.20702058115066627) | > loss_disc_real_3: 0.21999257802963257 (0.22935514037425703) | > loss_disc_real_4: 0.20490425825119019 (0.23294235116396195) | > loss_disc_real_5: 0.2132437825202942 (0.2245633086332908) | > loss_0: 2.2317616939544678 (2.339915911356608) | > grad_norm_0: tensor(7.0259, device='cuda:0') (tensor(9.0657, device='cuda:0')) | > loss_gen: 2.5446438789367676 (2.4856506555508346) | > loss_kl: 2.003568172454834 (1.8980672726264367) | > loss_feat: 7.868471622467041 (6.8428724729097805) | > loss_mel: 17.829456329345703 (17.587270296536964) | > loss_duration: 2.0064163208007812 (2.026274641354879) | > loss_1: 32.25255584716797 (30.840135231996193) | > grad_norm_1: tensor(80.9168, device='cuda:0') (tensor(94.6593, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3773 (0.3750924024826441) | > loader_time: 0.0039 (0.0035178661346435547)  --> TIME: 2024-06-11 19:18:51 -- STEP: 64/330 -- GLOBAL_STEP: 298275 | > loss_disc: 2.334853410720825 (2.34419359639287) | > loss_disc_real_0: 0.09449340403079987 (0.10629948845598847) | > loss_disc_real_1: 0.21511822938919067 (0.19817809434607625) | > loss_disc_real_2: 0.20866750180721283 (0.2075665381271392) | > loss_disc_real_3: 0.24190416932106018 (0.22991881240159273) | > loss_disc_real_4: 0.24862748384475708 (0.232157297199592) | > loss_disc_real_5: 0.25457409024238586 (0.22383788297884166) | > loss_0: 2.334853410720825 (2.34419359639287) | > grad_norm_0: tensor(16.0892, device='cuda:0') (tensor(9.5299, device='cuda:0')) | > loss_gen: 2.460339069366455 (2.4779506400227547) | > loss_kl: 1.9859148263931274 (1.9145390316843987) | > loss_feat: 7.180816650390625 (6.908629089593887) | > loss_mel: 17.77751350402832 (17.568049252033237) | > loss_duration: 1.993800163269043 (2.007082486525178) | > loss_1: 31.39838409423828 (30.87625041604042) | > grad_norm_1: tensor(54.7914, device='cuda:0') (tensor(107.5334, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3821 (0.3737606815993786) | > loader_time: 0.0036 (0.003583338111639023)  --> TIME: 2024-06-11 19:19:01 -- STEP: 89/330 -- GLOBAL_STEP: 298300 | > loss_disc: 2.3373255729675293 (2.3416052909379594) | > loss_disc_real_0: 0.11065302044153214 (0.10793169181835785) | > loss_disc_real_1: 0.18911343812942505 (0.19762899550829044) | > loss_disc_real_2: 0.22620683908462524 (0.20783853463912277) | > loss_disc_real_3: 0.2327813059091568 (0.22885454906506486) | > loss_disc_real_4: 0.23276372253894806 (0.23099885797232725) | > loss_disc_real_5: 0.21197576820850372 (0.22158123251427425) | > loss_0: 2.3373255729675293 (2.3416052909379594) | > grad_norm_0: tensor(4.6664, device='cuda:0') (tensor(9.8630, device='cuda:0')) | > loss_gen: 2.7163543701171875 (2.486215189601598) | > loss_kl: 1.9452751874923706 (1.923794169104501) | > loss_feat: 7.314258575439453 (6.959456808111641) | > loss_mel: 17.419092178344727 (17.543692385212758) | > loss_duration: 2.0079050064086914 (2.0015366613195185) | > loss_1: 31.40288543701172 (30.91469505395782) | > grad_norm_1: tensor(180.3710, device='cuda:0') (tensor(123.2862, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3661 (0.3733768811386623) | > loader_time: 0.0039 (0.0036630978745021176)  --> TIME: 2024-06-11 19:19:10 -- STEP: 114/330 -- GLOBAL_STEP: 298325 | > loss_disc: 2.385035514831543 (2.3463249938529827) | > loss_disc_real_0: 0.09630878269672394 (0.10891297802721199) | > loss_disc_real_1: 0.195395365357399 (0.1975030033734807) | > loss_disc_real_2: 0.2302006483078003 (0.20957046067505553) | > loss_disc_real_3: 0.23738455772399902 (0.22963559522963406) | > loss_disc_real_4: 0.24776896834373474 (0.2300958956281344) | > loss_disc_real_5: 0.23923398554325104 (0.22140449599215858) | > loss_0: 2.385035514831543 (2.3463249938529827) | > grad_norm_0: tensor(29.0653, device='cuda:0') (tensor(11.8736, device='cuda:0')) | > loss_gen: 2.553377389907837 (2.4955864893762687) | > loss_kl: 2.0658202171325684 (1.9321309735900478) | > loss_feat: 6.328823089599609 (7.001535076844065) | > loss_mel: 17.347328186035156 (17.55346234639486) | > loss_duration: 2.028543472290039 (2.0024909199329843) | > loss_1: 30.32389259338379 (30.98520566706072) | > grad_norm_1: tensor(315.1090, device='cuda:0') (tensor(153.4924, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3944 (0.3746778818598965) | > loader_time: 0.0038 (0.003721502789279871)  --> TIME: 2024-06-11 19:19:20 -- STEP: 139/330 -- GLOBAL_STEP: 298350 | > loss_disc: 2.3570609092712402 (2.3468470916473603) | > loss_disc_real_0: 0.14842075109481812 (0.1110565996588134) | > loss_disc_real_1: 0.19558341801166534 (0.1974756927798978) | > loss_disc_real_2: 0.1954844444990158 (0.20979912868506617) | > loss_disc_real_3: 0.22939270734786987 (0.22862329639548015) | > loss_disc_real_4: 0.22349709272384644 (0.23012395932091226) | > loss_disc_real_5: 0.20728115737438202 (0.22096659789840095) | > loss_0: 2.3570609092712402 (2.3468470916473603) | > grad_norm_0: tensor(45.0758, device='cuda:0') (tensor(14.9075, device='cuda:0')) | > loss_gen: 2.517660617828369 (2.493587965587918) | > loss_kl: 2.0341501235961914 (1.9363185193041246) | > loss_feat: 7.038062572479248 (6.9835620612549265) | > loss_mel: 17.42171287536621 (17.539854063404555) | > loss_duration: 2.065349578857422 (2.0077168444077746) | > loss_1: 31.076934814453125 (30.9610393304619) | > grad_norm_1: tensor(481.1274, device='cuda:0') (tensor(175.9772, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3778 (0.3753445028401107) | > loader_time: 0.0039 (0.003822002479498335)  --> TIME: 2024-06-11 19:19:30 -- STEP: 164/330 -- GLOBAL_STEP: 298375 | > loss_disc: 2.4473795890808105 (2.34944717767762) | > loss_disc_real_0: 0.18331658840179443 (0.11162560680744851) | > loss_disc_real_1: 0.2141309678554535 (0.19756080319241776) | > loss_disc_real_2: 0.20862002670764923 (0.20976521765313497) | > loss_disc_real_3: 0.22921881079673767 (0.22842093021041004) | > loss_disc_real_4: 0.2639959156513214 (0.230952922527383) | > loss_disc_real_5: 0.24620676040649414 (0.22217537526313852) | > loss_0: 2.4473795890808105 (2.34944717767762) | > grad_norm_0: tensor(76.3289, device='cuda:0') (tensor(16.9541, device='cuda:0')) | > loss_gen: 2.5578646659851074 (2.4997763386586818) | > loss_kl: 2.006779909133911 (1.9471709720972108) | > loss_feat: 6.7007856369018555 (6.9947034905596475) | > loss_mel: 17.681684494018555 (17.53554430240538) | > loss_duration: 2.069182872772217 (2.0111579589727464) | > loss_1: 31.016298294067383 (30.9883529732867) | > grad_norm_1: tensor(437.7317, device='cuda:0') (tensor(197.1620, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3877 (0.37778184326683606) | > loader_time: 0.0042 (0.003909555877127298)  --> TIME: 2024-06-11 19:19:40 -- STEP: 189/330 -- GLOBAL_STEP: 298400 | > loss_disc: 2.1821579933166504 (2.3498436004396477) | > loss_disc_real_0: 0.06215362250804901 (0.11141412498222457) | > loss_disc_real_1: 0.18531997501850128 (0.19802139636385374) | > loss_disc_real_2: 0.21546365320682526 (0.21037216705304604) | > loss_disc_real_3: 0.23309090733528137 (0.2287722450715524) | > loss_disc_real_4: 0.19753612577915192 (0.23042510654875842) | > loss_disc_real_5: 0.18188779056072235 (0.22160569464088117) | > loss_0: 2.1821579933166504 (2.3498436004396477) | > grad_norm_0: tensor(31.9582, device='cuda:0') (tensor(19.2499, device='cuda:0')) | > loss_gen: 2.8890953063964844 (2.5089655300927536) | > loss_kl: 1.93513822555542 (1.952951298188911) | > loss_feat: 7.318072319030762 (7.033515518935269) | > loss_mel: 17.27032470703125 (17.503154290416248) | > loss_duration: 2.104848861694336 (2.0186174861968538) | > loss_1: 31.517478942871094 (31.01720405255676) | > grad_norm_1: tensor(673.2890, device='cuda:0') (tensor(227.1895, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.402 (0.3803736949093127) | > loader_time: 0.0044 (0.003992380919279877)  --> TIME: 2024-06-11 19:19:50 -- STEP: 214/330 -- GLOBAL_STEP: 298425 | > loss_disc: 2.5047760009765625 (2.350613260937627) | > loss_disc_real_0: 0.12255948781967163 (0.11338001710719595) | > loss_disc_real_1: 0.18721520900726318 (0.19818324533021336) | > loss_disc_real_2: 0.21400998532772064 (0.21073286903795796) | > loss_disc_real_3: 0.26039808988571167 (0.22893939438824337) | > loss_disc_real_4: 0.26620572805404663 (0.22991290792962102) | > loss_disc_real_5: 0.2253686934709549 (0.22125644494439953) | > loss_0: 2.5047760009765625 (2.350613260937627) | > grad_norm_0: tensor(7.7025, device='cuda:0') (tensor(21.7952, device='cuda:0')) | > loss_gen: 2.4458515644073486 (2.5129078192131535) | > loss_kl: 1.9348790645599365 (1.9599306956629887) | > loss_feat: 5.988247871398926 (7.033392966350663) | > loss_mel: 16.62872314453125 (17.470498891634357) | > loss_duration: 2.130917549133301 (2.026078968404611) | > loss_1: 29.128620147705078 (31.0028092749765) | > grad_norm_1: tensor(175.6799, device='cuda:0') (tensor(251.7552, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.3983 (0.382564790895052) | > loader_time: 0.0049 (0.004102456235439979)  --> TIME: 2024-06-11 19:20:01 -- STEP: 239/330 -- GLOBAL_STEP: 298450 | > loss_disc: 2.3057281970977783 (2.354352862266316) | > loss_disc_real_0: 0.10296163707971573 (0.11475887593801551) | > loss_disc_real_1: 0.17090962827205658 (0.19824071053929904) | > loss_disc_real_2: 0.21877211332321167 (0.21041348695006828) | > loss_disc_real_3: 0.22701692581176758 (0.22910191043899644) | > loss_disc_real_4: 0.2264198362827301 (0.23089437685501626) | > loss_disc_real_5: 0.22561100125312805 (0.22180410808100362) | > loss_0: 2.3057281970977783 (2.354352862266316) | > grad_norm_0: tensor(11.5788, device='cuda:0') (tensor(21.7364, device='cuda:0')) | > loss_gen: 2.4917550086975098 (2.5061843764333043) | > loss_kl: 1.9981975555419922 (1.9649149802938166) | > loss_feat: 7.364812850952148 (7.018854334763403) | > loss_mel: 17.081501007080078 (17.425305905202435) | > loss_duration: 2.0661818981170654 (2.0344228654725796) | > loss_1: 31.0024471282959 (30.949682371386924) | > grad_norm_1: tensor(76.9533, device='cuda:0') (tensor(247.0954, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.4089 (0.3856960789429094) | > loader_time: 0.0053 (0.004214336682563047)  --> TIME: 2024-06-11 19:20:12 -- STEP: 264/330 -- GLOBAL_STEP: 298475 | > loss_disc: 2.3927009105682373 (2.3573362466060743) | > loss_disc_real_0: 0.11253505945205688 (0.11585680329043305) | > loss_disc_real_1: 0.21404078602790833 (0.19846151639340498) | > loss_disc_real_2: 0.2083548754453659 (0.21066564981910316) | > loss_disc_real_3: 0.2204786092042923 (0.22880691713230172) | > loss_disc_real_4: 0.22487802803516388 (0.23085714199326254) | > loss_disc_real_5: 0.22256137430667877 (0.2218493984617067) | > loss_0: 2.3927009105682373 (2.3573362466060743) | > grad_norm_0: tensor(44.3265, device='cuda:0') (tensor(21.6504, device='cuda:0')) | > loss_gen: 2.414323329925537 (2.5001435487559345) | > loss_kl: 2.0113449096679688 (1.9687292837735377) | > loss_feat: 7.265089988708496 (7.040612914345481) | > loss_mel: 17.515392303466797 (17.40416994961825) | > loss_duration: 2.1490092277526855 (2.0421576725714137) | > loss_1: 31.355161666870117 (30.955813292301062) | > grad_norm_1: tensor(320.0215, device='cuda:0') (tensor(246.4117, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.4368 (0.3895965534629244) | > loader_time: 0.0057 (0.004347281925606004)  --> TIME: 2024-06-11 19:20:23 -- STEP: 289/330 -- GLOBAL_STEP: 298500 | > loss_disc: 2.4492440223693848 (2.358139347452606) | > loss_disc_real_0: 0.11003822088241577 (0.11690587113421269) | > loss_disc_real_1: 0.19747702777385712 (0.1984691277507267) | > loss_disc_real_2: 0.21582797169685364 (0.21071700597098128) | > loss_disc_real_3: 0.2631989121437073 (0.22872565645453835) | > loss_disc_real_4: 0.2834897041320801 (0.2308868953513439) | > loss_disc_real_5: 0.2567555904388428 (0.22194029179411365) | > loss_0: 2.4492440223693848 (2.358139347452606) | > grad_norm_0: tensor(46.1972, device='cuda:0') (tensor(23.2459, device='cuda:0')) | > loss_gen: 2.3875322341918945 (2.4983387249151305) | > loss_kl: 2.0346579551696777 (1.9735716894836162) | > loss_feat: 7.127618312835693 (7.045337238113772) | > loss_mel: 16.858613967895508 (17.368392215055582) | > loss_duration: 2.1941256523132324 (2.052009532195887) | > loss_1: 30.60254669189453 (30.93764930117914) | > grad_norm_1: tensor(427.2213, device='cuda:0') (tensor(261.3603, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.4481 (0.3944035335395573) | > loader_time: 0.0064 (0.004497620473683497) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_298500.pth  --> TIME: 2024-06-11 19:20:40 -- STEP: 314/330 -- GLOBAL_STEP: 298525 | > loss_disc: 2.228607654571533 (2.3615537600912107) | > loss_disc_real_0: 0.09655195474624634 (0.11880620679325739) | > loss_disc_real_1: 0.16633471846580505 (0.1988209107783949) | > loss_disc_real_2: 0.19368767738342285 (0.21123189294034508) | > loss_disc_real_3: 0.21767601370811462 (0.22876786497557994) | > loss_disc_real_4: 0.2537662088871002 (0.23059199062312485) | > loss_disc_real_5: 0.23722931742668152 (0.22168421398872024) | > loss_0: 2.228607654571533 (2.3615537600912107) | > grad_norm_0: tensor(40.2434, device='cuda:0') (tensor(25.4022, device='cuda:0')) | > loss_gen: 2.5785083770751953 (2.4992470665342474) | > loss_kl: 1.9084975719451904 (1.9746099308038214) | > loss_feat: 8.397059440612793 (7.069035891514675) | > loss_mel: 17.729496002197266 (17.33751507169881) | > loss_duration: 2.2632179260253906 (2.0646720669072156) | > loss_1: 32.87677764892578 (30.94507992495397) | > grad_norm_1: tensor(446.6868, device='cuda:0') (tensor(277.1814, device='cuda:0')) | > current_lr_0: 0.00018469159677808464 | > current_lr_1: 0.00018469159677808464 | > step_time: 0.5288 (0.40264739200567723) | > loader_time: 0.0078 (0.004698711595717508)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4662418365478516 (2.4662418365478516) | > loss_disc_real_0: 0.14505282044410706 (0.14505282044410706) | > loss_disc_real_1: 0.27427488565444946 (0.27427488565444946) | > loss_disc_real_2: 0.24947240948677063 (0.24947240948677063) | > loss_disc_real_3: 0.29678553342819214 (0.29678553342819214) | > loss_disc_real_4: 0.27266085147857666 (0.27266085147857666) | > loss_disc_real_5: 0.1987883597612381 (0.1987883597612381) | > loss_0: 2.4662418365478516 (2.4662418365478516) | > loss_gen: 2.5268800258636475 (2.5268800258636475) | > loss_kl: 1.6586867570877075 (1.6586867570877075) | > loss_feat: 6.35017728805542 (6.35017728805542) | > loss_mel: 14.99909782409668 (14.99909782409668) | > loss_duration: 3.0208206176757812 (3.0208206176757812) | > loss_1: 28.555662155151367 (28.555662155151367)  --> STEP: 1 | > loss_disc: 2.2675657272338867 (2.2675657272338867) | > loss_disc_real_0: 0.1390339434146881 (0.1390339434146881) | > loss_disc_real_1: 0.19590602815151215 (0.19590602815151215) | > loss_disc_real_2: 0.2651141583919525 (0.2651141583919525) | > loss_disc_real_3: 0.26786497235298157 (0.26786497235298157) | > loss_disc_real_4: 0.25457239151000977 (0.25457239151000977) | > loss_disc_real_5: 0.23344965279102325 (0.23344965279102325) | > loss_0: 2.2675657272338867 (2.2675657272338867) | > loss_gen: 2.5775890350341797 (2.5775890350341797) | > loss_kl: 2.665099620819092 (2.665099620819092) | > loss_feat: 6.701828479766846 (6.701828479766846) | > loss_mel: 18.391706466674805 (18.391706466674805) | > loss_duration: 2.442678689956665 (2.442678689956665) | > loss_1: 32.77890396118164 (32.77890396118164)  --> STEP: 2 | > loss_disc: 2.485750675201416 (2.3766582012176514) | > loss_disc_real_0: 0.06693053990602493 (0.10298224166035652) | > loss_disc_real_1: 0.24371957778930664 (0.2198128029704094) | > loss_disc_real_2: 0.25504449009895325 (0.2600793242454529) | > loss_disc_real_3: 0.3424654006958008 (0.3051651865243912) | > loss_disc_real_4: 0.24667388200759888 (0.2506231367588043) | > loss_disc_real_5: 0.19228851795196533 (0.2128690853714943) | > loss_0: 2.485750675201416 (2.3766582012176514) | > loss_gen: 2.300279378890991 (2.4389342069625854) | > loss_kl: 2.87349796295166 (2.769298791885376) | > loss_feat: 5.9502034187316895 (6.326015949249268) | > loss_mel: 19.522451400756836 (18.95707893371582) | > loss_duration: 2.4312357902526855 (2.4369572401046753) | > loss_1: 33.077667236328125 (32.92828559875488)  --> STEP: 3 | > loss_disc: 2.3668341636657715 (2.3733835220336914) | > loss_disc_real_0: 0.13341382145881653 (0.11312610159317653) | > loss_disc_real_1: 0.30669036507606506 (0.24877199033896127) | > loss_disc_real_2: 0.22609750926494598 (0.2487520525852839) | > loss_disc_real_3: 0.24587886035442352 (0.2854030778010686) | > loss_disc_real_4: 0.2161848247051239 (0.23914369940757751) | > loss_disc_real_5: 0.2588590383529663 (0.22819906969865164) | > loss_0: 2.3668341636657715 (2.3733835220336914) | > loss_gen: 2.515861749649048 (2.4645767211914062) | > loss_kl: 3.152052402496338 (2.8968833287556968) | > loss_feat: 6.948951721191406 (6.5336612065633135) | > loss_mel: 17.283735275268555 (18.3992977142334) | > loss_duration: 2.2429842948913574 (2.372299591700236) | > loss_1: 32.143585205078125 (32.66671880086263)  --> STEP: 4 | > loss_disc: 2.2400004863739014 (2.340037763118744) | > loss_disc_real_0: 0.12554876506328583 (0.11623176746070385) | > loss_disc_real_1: 0.28410738706588745 (0.2576058395206928) | > loss_disc_real_2: 0.19008536636829376 (0.23408538103103638) | > loss_disc_real_3: 0.25706037878990173 (0.2783174030482769) | > loss_disc_real_4: 0.18212395906448364 (0.22488876432180405) | > loss_disc_real_5: 0.1810094714164734 (0.21640167012810707) | > loss_0: 2.2400004863739014 (2.340037763118744) | > loss_gen: 2.6624362468719482 (2.5140416026115417) | > loss_kl: 3.266277313232422 (2.989231824874878) | > loss_feat: 8.307967185974121 (6.977237701416016) | > loss_mel: 19.555084228515625 (18.688244342803955) | > loss_duration: 2.3218836784362793 (2.359695613384247) | > loss_1: 36.113651275634766 (33.528451919555664)  --> STEP: 5 | > loss_disc: 2.381344795227051 (2.348299169540405) | > loss_disc_real_0: 0.1673738658428192 (0.12646018713712692) | > loss_disc_real_1: 0.21913288533687592 (0.24991124868392944) | > loss_disc_real_2: 0.182430237531662 (0.2237543523311615) | > loss_disc_real_3: 0.2534780204296112 (0.27334952652454375) | > loss_disc_real_4: 0.22745370864868164 (0.22540175318717956) | > loss_disc_real_5: 0.27517223358154297 (0.22815578281879426) | > loss_0: 2.381344795227051 (2.348299169540405) | > loss_gen: 2.347581386566162 (2.480749559402466) | > loss_kl: 2.8974170684814453 (2.9708688735961912) | > loss_feat: 5.416871547698975 (6.665164470672607) | > loss_mel: 18.999069213867188 (18.7504093170166) | > loss_duration: 2.3711495399475098 (2.3619863986968994) | > loss_1: 32.03208923339844 (33.22917938232422)  --> STEP: 6 | > loss_disc: 2.5336997509002686 (2.379199266433716) | > loss_disc_real_0: 0.07858487963676453 (0.11848096922039986) | > loss_disc_real_1: 0.3021465837955475 (0.2586171378691991) | > loss_disc_real_2: 0.21919387578964233 (0.22299427290757498) | > loss_disc_real_3: 0.31700724363327026 (0.2806258127093315) | > loss_disc_real_4: 0.2527582049369812 (0.22996116181214651) | > loss_disc_real_5: 0.2643081843852997 (0.23418118307987848) | > loss_0: 2.5336997509002686 (2.379199266433716) | > loss_gen: 2.450728178024292 (2.475745995839437) | > loss_kl: 2.7965259552001953 (2.941811720530192) | > loss_feat: 6.210299491882324 (6.589353640874227) | > loss_mel: 17.83089256286621 (18.597156524658203) | > loss_duration: 2.1367740631103516 (2.3244510094324746) | > loss_1: 31.425220489501953 (32.92851956685384)  --> STEP: 7 | > loss_disc: 2.450731039047241 (2.3894180910927907) | > loss_disc_real_0: 0.18057960271835327 (0.12735220257725036) | > loss_disc_real_1: 0.2331024706363678 (0.25497218540736605) | > loss_disc_real_2: 0.18297956883907318 (0.21727788661207473) | > loss_disc_real_3: 0.2556164562702179 (0.2770530475037439) | > loss_disc_real_4: 0.2851766347885132 (0.23784908652305603) | > loss_disc_real_5: 0.21462641656398773 (0.2313876450061798) | > loss_0: 2.450731039047241 (2.3894180910927907) | > loss_gen: 2.2978930473327637 (2.450338431767055) | > loss_kl: 3.7676546573638916 (3.0597892829350064) | > loss_feat: 6.434718608856201 (6.567262922014509) | > loss_mel: 18.03748321533203 (18.517203194754465) | > loss_duration: 2.5964622497558594 (2.363309758050101) | > loss_1: 33.134212493896484 (32.95790427071707)  --> STEP: 8 | > loss_disc: 2.562136650085449 (2.411007910966873) | > loss_disc_real_0: 0.15503516793251038 (0.13081257324665785) | > loss_disc_real_1: 0.2714533805847168 (0.2570323348045349) | > loss_disc_real_2: 0.23210862278938293 (0.21913172863423824) | > loss_disc_real_3: 0.25137725472450256 (0.2738435734063387) | > loss_disc_real_4: 0.19378279149532318 (0.23234079964458942) | > loss_disc_real_5: 0.20163114368915558 (0.22766808234155178) | > loss_0: 2.562136650085449 (2.411007910966873) | > loss_gen: 2.1675665378570557 (2.414991945028305) | > loss_kl: 2.8911075592041016 (3.038704067468643) | > loss_feat: 7.986537933349609 (6.7446722984313965) | > loss_mel: 15.88623046875 (18.188331604003906) | > loss_duration: 2.2706823348999023 (2.3517313301563263) | > loss_1: 31.202125549316406 (32.73843193054199)  --> STEP: 9 | > loss_disc: 2.2246875762939453 (2.39030565155877) | > loss_disc_real_0: 0.18287509679794312 (0.13659729808568954) | > loss_disc_real_1: 0.1877780705690384 (0.2493374165561464) | > loss_disc_real_2: 0.2149403989315033 (0.21866602533393437) | > loss_disc_real_3: 0.2667560577392578 (0.2730560716655519) | > loss_disc_real_4: 0.1799170970916748 (0.22651594380537668) | > loss_disc_real_5: 0.17131222784519196 (0.22140632073084512) | > loss_0: 2.2246875762939453 (2.39030565155877) | > loss_gen: 2.6117289066314697 (2.4368516074286566) | > loss_kl: 2.631718397140503 (2.9934834374321833) | > loss_feat: 6.752625465393066 (6.74555598364936) | > loss_mel: 17.941326141357422 (18.16088655259874) | > loss_duration: 2.1531550884246826 (2.3296673032972546) | > loss_1: 32.090553283691406 (32.66644541422526)  --> STEP: 10 | > loss_disc: 2.508068799972534 (2.4020819664001465) | > loss_disc_real_0: 0.21810168027877808 (0.1447477363049984) | > loss_disc_real_1: 0.24157758057117462 (0.24856143295764924) | > loss_disc_real_2: 0.2465573251247406 (0.221455155313015) | > loss_disc_real_3: 0.27921003103256226 (0.27367146760225297) | > loss_disc_real_4: 0.2500297427177429 (0.2288673236966133) | > loss_disc_real_5: 0.3176700174808502 (0.23103269040584565) | > loss_0: 2.508068799972534 (2.4020819664001465) | > loss_gen: 2.568631410598755 (2.4500295877456666) | > loss_kl: 2.7586584091186523 (2.9700009346008303) | > loss_feat: 5.799742221832275 (6.650974607467651) | > loss_mel: 15.601021766662598 (17.904900074005127) | > loss_duration: 2.354879856109619 (2.3321885585784914) | > loss_1: 29.082935333251953 (32.30809440612793)  --> STEP: 11 | > loss_disc: 2.693843364715576 (2.428605729883367) | > loss_disc_real_0: 0.16994237899780273 (0.14703815836798062) | > loss_disc_real_1: 0.30076825618743896 (0.253307507796721) | > loss_disc_real_2: 0.27763643860816956 (0.22656254470348358) | > loss_disc_real_3: 0.34473100304603577 (0.28013142536986957) | > loss_disc_real_4: 0.2950498163700104 (0.2348839139396494) | > loss_disc_real_5: 0.3404080271720886 (0.24097590283914047) | > loss_0: 2.693843364715576 (2.428605729883367) | > loss_gen: 2.544358730316162 (2.4586049643429844) | > loss_kl: 3.406087875366211 (3.0096452019431372) | > loss_feat: 6.417120933532715 (6.629715182564476) | > loss_mel: 16.85919189453125 (17.809835694052957) | > loss_duration: 2.5606296062469482 (2.352955926548351) | > loss_1: 31.78738784790039 (32.26075744628906)  --> STEP: 12 | > loss_disc: 2.2212815284729004 (2.4113287130991616) | > loss_disc_real_0: 0.11981366574764252 (0.1447694506496191) | > loss_disc_real_1: 0.22976456582546234 (0.2513455959657828) | > loss_disc_real_2: 0.2195366770029068 (0.22597705572843552) | > loss_disc_real_3: 0.2747008204460144 (0.2796788749595483) | > loss_disc_real_4: 0.26793500781059265 (0.237638171762228) | > loss_disc_real_5: 0.23241914808750153 (0.24026283994317055) | > loss_0: 2.2212815284729004 (2.4113287130991616) | > loss_gen: 2.7059473991394043 (2.4792168339093528) | > loss_kl: 2.7489540576934814 (2.9879209399223328) | > loss_feat: 6.2387590408325195 (6.597135504086812) | > loss_mel: 18.88125228881836 (17.899120410283405) | > loss_duration: 2.263063430786133 (2.3454648852348328) | > loss_1: 32.837974548339844 (32.30885887145996)  --> STEP: 13 | > loss_disc: 2.3865857124328613 (2.4094254053556003) | > loss_disc_real_0: 0.17930595576763153 (0.14742610488946623) | > loss_disc_real_1: 0.2995672821998596 (0.25505495644532716) | > loss_disc_real_2: 0.16645370423793793 (0.22139833638301262) | > loss_disc_real_3: 0.2716701328754425 (0.27906281787615556) | > loss_disc_real_4: 0.24794349074363708 (0.23843088860695177) | > loss_disc_real_5: 0.2552395164966583 (0.24141489198574653) | > loss_0: 2.3865857124328613 (2.4094254053556003) | > loss_gen: 2.454099416732788 (2.4772847248957706) | > loss_kl: 3.0864925384521484 (2.9955033705784726) | > loss_feat: 6.859816074371338 (6.617341701801006) | > loss_mel: 17.60318946838379 (17.876356491675743) | > loss_duration: 2.2605204582214355 (2.3389306985414944) | > loss_1: 32.26411819458008 (32.30541728093074)  --> STEP: 14 | > loss_disc: 2.3977129459381104 (2.408588801111494) | > loss_disc_real_0: 0.12614229321479797 (0.14590583262698992) | > loss_disc_real_1: 0.2481536567211151 (0.2545620064650263) | > loss_disc_real_2: 0.26998159289360046 (0.22486856899091176) | > loss_disc_real_3: 0.2907486855983734 (0.27989752271345686) | > loss_disc_real_4: 0.3248137831687927 (0.244601095361369) | > loss_disc_real_5: 0.28894564509391785 (0.24480994577918733) | > loss_0: 2.3977129459381104 (2.408588801111494) | > loss_gen: 2.785433530807495 (2.4992953538894653) | > loss_kl: 3.3553664684295654 (3.021207877567836) | > loss_feat: 6.3767991065979 (6.600160087857928) | > loss_mel: 16.67844581604004 (17.79079144341605) | > loss_duration: 2.4243104457855225 (2.345029251916068) | > loss_1: 31.62035369873047 (32.25648416791643)  --> STEP: 15 | > loss_disc: 2.3259129524230957 (2.4030770778656008) | > loss_disc_real_0: 0.14880408346652985 (0.1460990493496259) | > loss_disc_real_1: 0.17293907701969147 (0.24912047783533733) | > loss_disc_real_2: 0.17835628986358643 (0.2217677503824234) | > loss_disc_real_3: 0.30148911476135254 (0.28133696218331655) | > loss_disc_real_4: 0.28687584400177 (0.24741941193739572) | > loss_disc_real_5: 0.21297313272953033 (0.24268749157587688) | > loss_0: 2.3259129524230957 (2.4030770778656008) | > loss_gen: 2.7134501934051514 (2.513572343190511) | > loss_kl: 3.6429598331451416 (3.0626580079396564) | > loss_feat: 6.260787487030029 (6.577535247802734) | > loss_mel: 18.094160079956055 (17.811016019185384) | > loss_duration: 2.3517608642578125 (2.3454780260721844) | > loss_1: 33.06311798095703 (32.31025975545247)  --> STEP: 16 | > loss_disc: 2.450937271118164 (2.406068339943886) | > loss_disc_real_0: 0.19511595368385315 (0.1491626058705151) | > loss_disc_real_1: 0.29169735312461853 (0.2517815325409174) | > loss_disc_real_2: 0.18363025784492493 (0.21938415709882975) | > loss_disc_real_3: 0.3156697750091553 (0.28348276298493147) | > loss_disc_real_4: 0.28307202458381653 (0.24964770022779703) | > loss_disc_real_5: 0.3410891890525818 (0.24883759766817093) | > loss_0: 2.450937271118164 (2.406068339943886) | > loss_gen: 2.973569393157959 (2.5423221588134766) | > loss_kl: 2.8438754081726074 (3.048984095454216) | > loss_feat: 8.633163452148438 (6.706012010574341) | > loss_mel: 16.451831817626953 (17.726067006587982) | > loss_duration: 2.352473735809326 (2.3459152579307556) | > loss_1: 33.254913330078125 (32.36930060386658)  --> STEP: 17 | > loss_disc: 2.276890277862549 (2.3984696304096893) | > loss_disc_real_0: 0.17550599575042725 (0.15071221703992171) | > loss_disc_real_1: 0.2616192102432251 (0.25236021946458254) | > loss_disc_real_2: 0.1956411749124527 (0.2179875110878664) | > loss_disc_real_3: 0.26999378204345703 (0.28268929351778593) | > loss_disc_real_4: 0.23665711283683777 (0.24888354802832885) | > loss_disc_real_5: 0.2105811983346939 (0.24658722123678992) | > loss_0: 2.276890277862549 (2.3984696304096893) | > loss_gen: 2.6124463081359863 (2.546447108773624) | > loss_kl: 2.4602363109588623 (3.0143518728368424) | > loss_feat: 5.587163925170898 (6.640197417315314) | > loss_mel: 17.290258407592773 (17.70043120664709) | > loss_duration: 2.516261100769043 (2.3559356016271256) | > loss_1: 30.466365814208984 (32.25736326329849)  --> STEP: 18 | > loss_disc: 2.4240622520446777 (2.3998914427227445) | > loss_disc_real_0: 0.18648555874824524 (0.15269962491260636) | > loss_disc_real_1: 0.30650055408477783 (0.2553680158323712) | > loss_disc_real_2: 0.2543735206127167 (0.2200089560614692) | > loss_disc_real_3: 0.30529534816741943 (0.28394518544276554) | > loss_disc_real_4: 0.26758819818496704 (0.24992269525925317) | > loss_disc_real_5: 0.27699893712997437 (0.2482767610086335) | > loss_0: 2.4240622520446777 (2.3998914427227445) | > loss_gen: 2.8883495330810547 (2.565441687901815) | > loss_kl: 2.850944995880127 (3.0052737130059137) | > loss_feat: 6.856635093688965 (6.652221732669407) | > loss_mel: 17.187620162963867 (17.67194170422024) | > loss_duration: 2.238924741744995 (2.3494349983003406) | > loss_1: 32.02247619628906 (32.24431398179796)  --> STEP: 19 | > loss_disc: 2.380868434906006 (2.398890231785021) | > loss_disc_real_0: 0.1071397215127945 (0.15030173525998466) | > loss_disc_real_1: 0.26154884696006775 (0.2556933227338289) | > loss_disc_real_2: 0.28665995597839355 (0.22351690342551783) | > loss_disc_real_3: 0.24626512825489044 (0.28196202453814057) | > loss_disc_real_4: 0.2676672637462616 (0.25085661991646413) | > loss_disc_real_5: 0.2611446976661682 (0.24895402083271428) | > loss_0: 2.380868434906006 (2.398890231785021) | > loss_gen: 2.6010799407958984 (2.567317385422556) | > loss_kl: 2.4017601013183594 (2.9735098387065686) | > loss_feat: 6.768617630004883 (6.658347832529168) | > loss_mel: 16.56744956970215 (17.613810539245605) | > loss_duration: 2.36897873878479 (2.3504636162205745) | > loss_1: 30.7078857421875 (32.163449337607936)  --> STEP: 20 | > loss_disc: 2.4116299152374268 (2.3995272159576415) | > loss_disc_real_0: 0.12437096238136292 (0.14900519661605358) | > loss_disc_real_1: 0.2967391014099121 (0.25774561166763305) | > loss_disc_real_2: 0.2240317016839981 (0.22354264333844184) | > loss_disc_real_3: 0.28361380100250244 (0.28204461336135866) | > loss_disc_real_4: 0.24807845056056976 (0.25071771144866944) | > loss_disc_real_5: 0.1992892324924469 (0.24647078141570092) | > loss_0: 2.4116299152374268 (2.3995272159576415) | > loss_gen: 2.5730385780334473 (2.5676034450531007) | > loss_kl: 2.2264063358306885 (2.9361546635627747) | > loss_feat: 7.24403715133667 (6.687632298469543) | > loss_mel: 19.4105167388916 (17.703645849227904) | > loss_duration: 2.32677960395813 (2.3492794156074526) | > loss_1: 33.78077697753906 (32.244315719604494)  --> STEP: 21 | > loss_disc: 2.355576276779175 (2.3974343140920005) | > loss_disc_real_0: 0.14537400007247925 (0.148832282494931) | > loss_disc_real_1: 0.2197948843240738 (0.2559384341750826) | > loss_disc_real_2: 0.2486748993396759 (0.2247394174337387) | > loss_disc_real_3: 0.2279975861310959 (0.2794709453980128) | > loss_disc_real_4: 0.2420613318681717 (0.25030550289721715) | > loss_disc_real_5: 0.24928541481494904 (0.24660481157756986) | > loss_0: 2.355576276779175 (2.3974343140920005) | > loss_gen: 2.422332525253296 (2.560685782205491) | > loss_kl: 2.310062885284424 (2.9063407693590437) | > loss_feat: 4.895108699798584 (6.602274031866164) | > loss_mel: 13.96586799621582 (17.5256564276559) | > loss_duration: 2.151350975036621 (2.3398542517707464) | > loss_1: 25.74472427368164 (31.934811365036737)  --> STEP: 22 | > loss_disc: 2.5700833797454834 (2.405281998894431) | > loss_disc_real_0: 0.2125406563282013 (0.15172811766917055) | > loss_disc_real_1: 0.33865296840667725 (0.2596981857310642) | > loss_disc_real_2: 0.33600401878356934 (0.22979689931327646) | > loss_disc_real_3: 0.23213352262973785 (0.2773192443630912) | > loss_disc_real_4: 0.2336844652891159 (0.24955000118775802) | > loss_disc_real_5: 0.2182220220565796 (0.24531468478116122) | > loss_0: 2.5700833797454834 (2.405281998894431) | > loss_gen: 2.7224347591400146 (2.5680380084297876) | > loss_kl: 2.0441696643829346 (2.8671511736783115) | > loss_feat: 7.72182035446167 (6.653162501075051) | > loss_mel: 15.912514686584473 (17.452331803061742) | > loss_duration: 2.1815357208251953 (2.332657954909585) | > loss_1: 30.582475662231445 (31.87334156036377)  --> STEP: 23 | > loss_disc: 2.437779426574707 (2.406694930532704) | > loss_disc_real_0: 0.16046273708343506 (0.1521078837306603) | > loss_disc_real_1: 0.17538855969905853 (0.25603254981662915) | > loss_disc_real_2: 0.20958714187145233 (0.2289182142071102) | > loss_disc_real_3: 0.227003812789917 (0.275131616903388) | > loss_disc_real_4: 0.22381488978862762 (0.2484310833008393) | > loss_disc_real_5: 0.276943176984787 (0.24668983661610147) | > loss_0: 2.437779426574707 (2.406694930532704) | > loss_gen: 2.4402482509613037 (2.5624819320181147) | > loss_kl: 2.4964356422424316 (2.8510331070941426) | > loss_feat: 8.28825569152832 (6.724253509355628) | > loss_mel: 16.29550552368164 (17.402035008306086) | > loss_duration: 2.2681241035461426 (2.3298521352850874) | > loss_1: 31.7885684967041 (31.86965577498726)  --> STEP: 24 | > loss_disc: 2.4038894176483154 (2.4065780341625214) | > loss_disc_real_0: 0.09495289623737335 (0.14972642591844001) | > loss_disc_real_1: 0.21323257684707642 (0.2542492176095645) | > loss_disc_real_2: 0.25012457370758057 (0.2298018125196298) | > loss_disc_real_3: 0.2588276267051697 (0.2744522839784622) | > loss_disc_real_4: 0.27732419967651367 (0.24963496314982572) | > loss_disc_real_5: 0.2754380702972412 (0.24788767968614897) | > loss_0: 2.4038894176483154 (2.4065780341625214) | > loss_gen: 2.3830859661102295 (2.555007100105286) | > loss_kl: 2.2535696029663086 (2.8261387944221497) | > loss_feat: 5.848123073577881 (6.687748074531555) | > loss_mel: 15.634554862976074 (17.328390002250668) | > loss_duration: 2.425504207611084 (2.3338376382986703) | > loss_1: 28.544837951660156 (31.7311216990153)  --> STEP: 25 | > loss_disc: 2.6255087852478027 (2.4153352642059325) | > loss_disc_real_0: 0.14433133602142334 (0.14951062232255935) | > loss_disc_real_1: 0.30118873715400696 (0.25612679839134217) | > loss_disc_real_2: 0.22827425599098206 (0.2297407102584839) | > loss_disc_real_3: 0.3159932792186737 (0.2761139237880707) | > loss_disc_real_4: 0.2957608997821808 (0.25148000061511994) | > loss_disc_real_5: 0.3102419376373291 (0.25038185000419616) | > loss_0: 2.6255087852478027 (2.4153352642059325) | > loss_gen: 2.365903377532959 (2.547442951202393) | > loss_kl: 2.774674654006958 (2.824080228805542) | > loss_feat: 5.4112114906311035 (6.636686611175537) | > loss_mel: 13.800227165222168 (17.187263488769528) | > loss_duration: 2.356672763824463 (2.3347510433197023) | > loss_1: 26.708690643310547 (31.53022445678711)  --> STEP: 26 | > loss_disc: 2.8298964500427246 (2.4312799251996555) | > loss_disc_real_0: 0.3126506805419922 (0.15578523994638369) | > loss_disc_real_1: 0.2551770508289337 (0.2560902696389418) | > loss_disc_real_2: 0.19928252696990967 (0.2285692416704618) | > loss_disc_real_3: 0.2690068185329437 (0.27584057358595043) | > loss_disc_real_4: 0.24297741055488586 (0.25115297792049557) | > loss_disc_real_5: 0.3502837121486664 (0.25422422931744504) | > loss_0: 2.8298964500427246 (2.4312799251996555) | > loss_gen: 2.324357032775879 (2.5388627235706043) | > loss_kl: 2.4485325813293457 (2.809636088517996) | > loss_feat: 9.333139419555664 (6.740396334574773) | > loss_mel: 21.745704650878906 (17.362588148850655) | > loss_duration: 2.329763889312744 (2.33455922970405) | > loss_1: 38.181495666503906 (31.786042580237755) --> EVAL PERFORMANCE | > avg_loader_time: 0.002405084096468412 (-0.00010172220376821655) | > avg_loss_disc: 2.4312799251996555 (-0.03959728204287005) | > avg_loss_disc_real_0: 0.15578523994638369 (+0.017866245256020458) | > avg_loss_disc_real_1: 0.2560902696389418 (-0.007191809324117782) | > avg_loss_disc_real_2: 0.2285692416704618 (+0.0026060027571824795) | > avg_loss_disc_real_3: 0.27584057358595043 (+0.008601893026095209) | > avg_loss_disc_real_4: 0.25115297792049557 (+0.02197908266232565) | > avg_loss_disc_real_5: 0.25422422931744504 (+0.03596587994923961) | > avg_loss_0: 2.4312799251996555 (-0.03959728204287005) | > avg_loss_gen: 2.5388627235706043 (+0.18786285473750208) | > avg_loss_kl: 2.809636088517996 (+0.013644759471600487) | > avg_loss_feat: 6.740396334574773 (+0.3001318894899807) | > avg_loss_mel: 17.362588148850655 (+0.29050430884727163) | > avg_loss_duration: 2.33455922970405 (-0.003691755808316266) | > avg_loss_1: 31.786042580237755 (+0.7884525152353135)  > EPOCH: 638/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:21:09)   --> TIME: 2024-06-11 19:21:14 -- STEP: 9/330 -- GLOBAL_STEP: 298550 | > loss_disc: 2.3314108848571777 (2.341634061601427) | > loss_disc_real_0: 0.09976610541343689 (0.0967803042795923) | > loss_disc_real_1: 0.1841321885585785 (0.21922299596998426) | > loss_disc_real_2: 0.18577294051647186 (0.20092498924997118) | > loss_disc_real_3: 0.2369230091571808 (0.222766422563129) | > loss_disc_real_4: 0.2517642080783844 (0.22799557281865013) | > loss_disc_real_5: 0.23862463235855103 (0.23727428747547996) | > loss_0: 2.3314108848571777 (2.341634061601427) | > grad_norm_0: tensor(8.6014, device='cuda:0') (tensor(8.6064, device='cuda:0')) | > loss_gen: 2.5909810066223145 (2.523559914694892) | > loss_kl: 1.664044976234436 (1.8190744188096788) | > loss_feat: 7.216336250305176 (6.904398759206136) | > loss_mel: 18.311704635620117 (17.986178716023762) | > loss_duration: 2.0732035636901855 (2.121239423751831) | > loss_1: 31.85626983642578 (31.35445107354058) | > grad_norm_1: tensor(121.1740, device='cuda:0') (tensor(103.9409, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.3655 (0.3704598744710286) | > loader_time: 0.0032 (0.0037131309509277344)  --> TIME: 2024-06-11 19:21:23 -- STEP: 34/330 -- GLOBAL_STEP: 298575 | > loss_disc: 2.3702800273895264 (2.3378227247911343) | > loss_disc_real_0: 0.09592381119728088 (0.10286665401038002) | > loss_disc_real_1: 0.19562649726867676 (0.20619351110037634) | > loss_disc_real_2: 0.21524490416049957 (0.20953924515668085) | > loss_disc_real_3: 0.24960274994373322 (0.2279911308604128) | > loss_disc_real_4: 0.21721141040325165 (0.23040757591233535) | > loss_disc_real_5: 0.23967984318733215 (0.22579985331086552) | > loss_0: 2.3702800273895264 (2.3378227247911343) | > grad_norm_0: tensor(11.2273, device='cuda:0') (tensor(8.2442, device='cuda:0')) | > loss_gen: 2.431436538696289 (2.5089883243336395) | > loss_kl: 2.039503574371338 (1.8717823905103348) | > loss_feat: 6.2559404373168945 (6.996351256090052) | > loss_mel: 17.453872680664062 (17.666260943693274) | > loss_duration: 2.0107626914978027 (2.0259902757756842) | > loss_1: 30.191516876220703 (31.06937313079834) | > grad_norm_1: tensor(90.9867, device='cuda:0') (tensor(88.5468, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.3829 (0.3723946248783785) | > loader_time: 0.0039 (0.003503708278431612)  --> TIME: 2024-06-11 19:21:33 -- STEP: 59/330 -- GLOBAL_STEP: 298600 | > loss_disc: 2.3768105506896973 (2.341866998349206) | > loss_disc_real_0: 0.08636824786663055 (0.10525540994890666) | > loss_disc_real_1: 0.1723506897687912 (0.20160574604899195) | > loss_disc_real_2: 0.19774138927459717 (0.2086275656849651) | > loss_disc_real_3: 0.2397419959306717 (0.2276309753878642) | > loss_disc_real_4: 0.26839321851730347 (0.23022643565121342) | > loss_disc_real_5: 0.25974419713020325 (0.2212463975962946) | > loss_0: 2.3768105506896973 (2.341866998349206) | > grad_norm_0: tensor(16.9707, device='cuda:0') (tensor(9.7068, device='cuda:0')) | > loss_gen: 2.5402894020080566 (2.4976948439064675) | > loss_kl: 1.8736324310302734 (1.897214445017152) | > loss_feat: 7.267511367797852 (6.988423759654417) | > loss_mel: 17.128623962402344 (17.6128823555122) | > loss_duration: 1.9632070064544678 (2.0052734269934187) | > loss_1: 30.773263931274414 (31.00148870177188) | > grad_norm_1: tensor(81.7610, device='cuda:0') (tensor(98.7512, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.3686 (0.3743494203535177) | > loader_time: 0.0034 (0.0035953481318586962)  --> TIME: 2024-06-11 19:21:43 -- STEP: 84/330 -- GLOBAL_STEP: 298625 | > loss_disc: 2.3693928718566895 (2.347174582027254) | > loss_disc_real_0: 0.09714269638061523 (0.1078696743186031) | > loss_disc_real_1: 0.1752987504005432 (0.19912305900028773) | > loss_disc_real_2: 0.21441221237182617 (0.21003878169826098) | > loss_disc_real_3: 0.24708978831768036 (0.2282398341312295) | > loss_disc_real_4: 0.23433363437652588 (0.23156720541772388) | > loss_disc_real_5: 0.2008027285337448 (0.22188693568820045) | > loss_0: 2.3693928718566895 (2.347174582027254) | > grad_norm_0: tensor(4.3070, device='cuda:0') (tensor(10.1322, device='cuda:0')) | > loss_gen: 2.4349565505981445 (2.4888135535376414) | > loss_kl: 1.7284634113311768 (1.9157373280752272) | > loss_feat: 7.327338218688965 (7.0006119183131625) | > loss_mel: 17.63648796081543 (17.593724364326118) | > loss_duration: 2.0945310592651367 (1.9996870529083985) | > loss_1: 31.221778869628906 (30.998574143364316) | > grad_norm_1: tensor(51.5641, device='cuda:0') (tensor(104.9614, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.3979 (0.37527485972359076) | > loader_time: 0.0045 (0.003664323261805943)  --> TIME: 2024-06-11 19:21:52 -- STEP: 109/330 -- GLOBAL_STEP: 298650 | > loss_disc: 2.3011727333068848 (2.3503260000036397) | > loss_disc_real_0: 0.12450658529996872 (0.11039431823776402) | > loss_disc_real_1: 0.16257230937480927 (0.19901086909508486) | > loss_disc_real_2: 0.196420356631279 (0.20975158151683457) | > loss_disc_real_3: 0.21856547892093658 (0.2289242156601827) | > loss_disc_real_4: 0.24838708341121674 (0.23122265962285732) | > loss_disc_real_5: 0.23550553619861603 (0.22176500703763524) | > loss_0: 2.3011727333068848 (2.3503260000036397) | > grad_norm_0: tensor(5.6405, device='cuda:0') (tensor(9.9358, device='cuda:0')) | > loss_gen: 2.613887071609497 (2.48677512046394) | > loss_kl: 2.0199713706970215 (1.9407486565616152) | > loss_feat: 7.018986701965332 (6.982321476717607) | > loss_mel: 18.025205612182617 (17.533842366769782) | > loss_duration: 1.956209421157837 (2.0011912485875123) | > loss_1: 31.634260177612305 (30.944878814417287) | > grad_norm_1: tensor(104.2975, device='cuda:0') (tensor(100.7253, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.371 (0.3741077304980077) | > loader_time: 0.0038 (0.003682508381134873)  --> TIME: 2024-06-11 19:22:02 -- STEP: 134/330 -- GLOBAL_STEP: 298675 | > loss_disc: 2.349513530731201 (2.3528226347111945) | > loss_disc_real_0: 0.11421628296375275 (0.11112175976384932) | > loss_disc_real_1: 0.18200503289699554 (0.19885109965480974) | > loss_disc_real_2: 0.2108580321073532 (0.2097152997531108) | > loss_disc_real_3: 0.22429314255714417 (0.22935056074786542) | > loss_disc_real_4: 0.22552409768104553 (0.23091184381228774) | > loss_disc_real_5: 0.1784367561340332 (0.22152841925176223) | > loss_0: 2.349513530731201 (2.3528226347111945) | > grad_norm_0: tensor(7.9378, device='cuda:0') (tensor(9.7551, device='cuda:0')) | > loss_gen: 2.4324827194213867 (2.478140033892731) | > loss_kl: 1.792519211769104 (1.9484765680868235) | > loss_feat: 7.643051624298096 (6.956765285178797) | > loss_mel: 17.500816345214844 (17.557541918398737) | > loss_duration: 2.003143310546875 (2.004953101499756) | > loss_1: 31.372013092041016 (30.94587687592008) | > grad_norm_1: tensor(170.4757, device='cuda:0') (tensor(97.2055, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.3827 (0.3738084764622931) | > loader_time: 0.0039 (0.0037662627092048305)  --> TIME: 2024-06-11 19:22:11 -- STEP: 159/330 -- GLOBAL_STEP: 298700 | > loss_disc: 2.3766512870788574 (2.3562222951613134) | > loss_disc_real_0: 0.12502390146255493 (0.11271165854900887) | > loss_disc_real_1: 0.1857263147830963 (0.1985437059364978) | > loss_disc_real_2: 0.2601674497127533 (0.21048818987870357) | > loss_disc_real_3: 0.22512899339199066 (0.22927174993655966) | > loss_disc_real_4: 0.21497862040996552 (0.23110884784152672) | > loss_disc_real_5: 0.22307586669921875 (0.22148103384101916) | > loss_0: 2.3766512870788574 (2.3562222951613134) | > grad_norm_0: tensor(16.7484, device='cuda:0') (tensor(10.5724, device='cuda:0')) | > loss_gen: 2.358806610107422 (2.4745864298358664) | > loss_kl: 1.9468739032745361 (1.9539058935717217) | > loss_feat: 6.773866176605225 (6.9459583984231035) | > loss_mel: 17.30188751220703 (17.540372656576288) | > loss_duration: 2.0180764198303223 (2.008074180884931) | > loss_1: 30.399511337280273 (30.922897542797543) | > grad_norm_1: tensor(81.9633, device='cuda:0') (tensor(109.5545, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.3719 (0.3743159591027026) | > loader_time: 0.0042 (0.0038378133713824194)  --> TIME: 2024-06-11 19:22:21 -- STEP: 184/330 -- GLOBAL_STEP: 298725 | > loss_disc: 2.4403746128082275 (2.3615171365115946) | > loss_disc_real_0: 0.13601407408714294 (0.11416836698418079) | > loss_disc_real_1: 0.19968175888061523 (0.1991965587696303) | > loss_disc_real_2: 0.22188688814640045 (0.2101693248133296) | > loss_disc_real_3: 0.23533903062343597 (0.22960262842800305) | > loss_disc_real_4: 0.23521536588668823 (0.2322160993581233) | > loss_disc_real_5: 0.22057802975177765 (0.22248025133234003) | > loss_0: 2.4403746128082275 (2.3615171365115946) | > grad_norm_0: tensor(6.7555, device='cuda:0') (tensor(11.3552, device='cuda:0')) | > loss_gen: 2.4382236003875732 (2.473617907451547) | > loss_kl: 1.941490888595581 (1.9604581419540488) | > loss_feat: 7.045810699462891 (6.937906581422555) | > loss_mel: 17.192663192749023 (17.51434220438419) | > loss_duration: 2.0485031604766846 (2.0147751265245923) | > loss_1: 30.66669273376465 (30.90109997210295) | > grad_norm_1: tensor(241.2164, device='cuda:0') (tensor(120.9539, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.391 (0.3770063998906509) | > loader_time: 0.0051 (0.003929092832233594)  --> TIME: 2024-06-11 19:22:32 -- STEP: 209/330 -- GLOBAL_STEP: 298750 | > loss_disc: 2.310021162033081 (2.3650863969154896) | > loss_disc_real_0: 0.08302807062864304 (0.11674914469844416) | > loss_disc_real_1: 0.18194153904914856 (0.1991974946699644) | > loss_disc_real_2: 0.20589420199394226 (0.210344586218373) | > loss_disc_real_3: 0.17534060776233673 (0.22908681196173983) | > loss_disc_real_4: 0.24316789209842682 (0.23213833149825558) | > loss_disc_real_5: 0.1789732128381729 (0.22241888819128702) | > loss_0: 2.310021162033081 (2.3650863969154896) | > grad_norm_0: tensor(30.7856, device='cuda:0') (tensor(14.7997, device='cuda:0')) | > loss_gen: 2.3729028701782227 (2.4753947645853582) | > loss_kl: 1.986863613128662 (1.9658675245120765) | > loss_feat: 7.92956018447876 (6.950056304201554) | > loss_mel: 17.015724182128906 (17.484055624053827) | > loss_duration: 2.120168685913086 (2.02315419199364) | > loss_1: 31.42521858215332 (30.898528432161616) | > grad_norm_1: tensor(293.0325, device='cuda:0') (tensor(149.3760, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.4068 (0.38166699226963463) | > loader_time: 0.0054 (0.0040566544783742775)  --> TIME: 2024-06-11 19:22:43 -- STEP: 234/330 -- GLOBAL_STEP: 298775 | > loss_disc: 2.409208297729492 (2.3705398577910195) | > loss_disc_real_0: 0.14453288912773132 (0.1172617379989889) | > loss_disc_real_1: 0.21248863637447357 (0.19957742400658432) | > loss_disc_real_2: 0.21366676688194275 (0.21091672064911599) | > loss_disc_real_3: 0.20836982131004333 (0.2297555547621515) | > loss_disc_real_4: 0.23474645614624023 (0.23194701211829472) | > loss_disc_real_5: 0.19055026769638062 (0.2223149240653739) | > loss_0: 2.409208297729492 (2.3705398577910195) | > grad_norm_0: tensor(73.7138, device='cuda:0') (tensor(16.5049, device='cuda:0')) | > loss_gen: 2.436840772628784 (2.4802194599412446) | > loss_kl: 1.8826442956924438 (1.9696506277108803) | > loss_feat: 6.306291580200195 (6.947025875759939) | > loss_mel: 16.748355865478516 (17.4367058827327) | > loss_duration: 2.088935375213623 (2.031709954779373) | > loss_1: 29.46306800842285 (30.86531182639619) | > grad_norm_1: tensor(215.1677, device='cuda:0') (tensor(168.0434, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.4248 (0.3858236400490133) | > loader_time: 0.0058 (0.004207248361701636)  --> TIME: 2024-06-11 19:22:54 -- STEP: 259/330 -- GLOBAL_STEP: 298800 | > loss_disc: 2.340125560760498 (2.370304912213652) | > loss_disc_real_0: 0.12702465057373047 (0.11817093397774751) | > loss_disc_real_1: 0.16232571005821228 (0.19982398862314038) | > loss_disc_real_2: 0.1824481189250946 (0.21107081102358322) | > loss_disc_real_3: 0.21939490735530853 (0.22961757634137128) | > loss_disc_real_4: 0.20538516342639923 (0.2314522777860229) | > loss_disc_real_5: 0.22584383189678192 (0.22227580626728913) | > loss_0: 2.340125560760498 (2.370304912213652) | > grad_norm_0: tensor(6.7834, device='cuda:0') (tensor(18.0130, device='cuda:0')) | > loss_gen: 2.334231376647949 (2.4791213729666928) | > loss_kl: 2.0736711025238037 (1.9751709529331751) | > loss_feat: 6.928370475769043 (6.958825912254657) | > loss_mel: 17.616512298583984 (17.410859391496004) | > loss_duration: 2.1442408561706543 (2.0395592653613295) | > loss_1: 31.097026824951172 (30.863536923088162) | > grad_norm_1: tensor(159.8376, device='cuda:0') (tensor(182.7255, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.4395 (0.3901246818336281) | > loader_time: 0.0066 (0.004364507999199235)  --> TIME: 2024-06-11 19:23:05 -- STEP: 284/330 -- GLOBAL_STEP: 298825 | > loss_disc: 2.3064956665039062 (2.369902775321207) | > loss_disc_real_0: 0.0807836502790451 (0.11857437093178151) | > loss_disc_real_1: 0.18315310776233673 (0.20003412160235395) | > loss_disc_real_2: 0.20816002786159515 (0.21108958885913157) | > loss_disc_real_3: 0.2070532590150833 (0.2294674848901554) | > loss_disc_real_4: 0.21233953535556793 (0.23178669317087658) | > loss_disc_real_5: 0.20665733516216278 (0.22229568303470884) | > loss_0: 2.3064956665039062 (2.369902775321207) | > grad_norm_0: tensor(54.4153, device='cuda:0') (tensor(19.7340, device='cuda:0')) | > loss_gen: 2.5747711658477783 (2.479858174290455) | > loss_kl: 2.076810121536255 (1.9817778652822469) | > loss_feat: 7.561271667480469 (6.963626292389882) | > loss_mel: 16.950502395629883 (17.35394153796453) | > loss_duration: 2.1640048027038574 (2.04901100002544) | > loss_1: 31.327362060546875 (30.828214873730296) | > grad_norm_1: tensor(411.4108, device='cuda:0') (tensor(202.8550, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.4607 (0.39546301499219005) | > loader_time: 0.0062 (0.004531808302436074)  --> TIME: 2024-06-11 19:23:18 -- STEP: 309/330 -- GLOBAL_STEP: 298850 | > loss_disc: 2.4767303466796875 (2.3731011063535608) | > loss_disc_real_0: 0.10064078867435455 (0.11956119315523932) | > loss_disc_real_1: 0.21223372220993042 (0.20022129298799643) | > loss_disc_real_2: 0.24303489923477173 (0.21158420248710608) | > loss_disc_real_3: 0.22545967996120453 (0.2296234143108226) | > loss_disc_real_4: 0.2150847166776657 (0.231892238157081) | > loss_disc_real_5: 0.2461032122373581 (0.2223506183589547) | > loss_0: 2.4767303466796875 (2.3731011063535608) | > grad_norm_0: tensor(17.6081, device='cuda:0') (tensor(21.7879, device='cuda:0')) | > loss_gen: 2.5103187561035156 (2.479544917356621) | > loss_kl: 1.9617680311203003 (1.9877097811127944) | > loss_feat: 6.884365081787109 (6.986723373622954) | > loss_mel: 16.525772094726562 (17.30610916298186) | > loss_duration: 2.2298367023468018 (2.0607686949393504) | > loss_1: 30.112062454223633 (30.82085592152617) | > grad_norm_1: tensor(331.7253, device='cuda:0') (tensor(221.1425, device='cuda:0')) | > current_lr_0: 0.00018466851032848737 | > current_lr_1: 0.00018466851032848737 | > step_time: 0.525 (0.4023324710265717) | > loader_time: 0.0078 (0.004726131371309839)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4960365295410156 (2.4960365295410156) | > loss_disc_real_0: 0.13073867559432983 (0.13073867559432983) | > loss_disc_real_1: 0.3031446933746338 (0.3031446933746338) | > loss_disc_real_2: 0.3254221975803375 (0.3254221975803375) | > loss_disc_real_3: 0.302447110414505 (0.302447110414505) | > loss_disc_real_4: 0.2844972014427185 (0.2844972014427185) | > loss_disc_real_5: 0.25979942083358765 (0.25979942083358765) | > loss_0: 2.4960365295410156 (2.4960365295410156) | > loss_gen: 2.9296860694885254 (2.9296860694885254) | > loss_kl: 2.2277028560638428 (2.2277028560638428) | > loss_feat: 5.552436828613281 (5.552436828613281) | > loss_mel: 14.318939208984375 (14.318939208984375) | > loss_duration: 3.133803606033325 (3.133803606033325) | > loss_1: 28.162569046020508 (28.162569046020508)  --> STEP: 1 | > loss_disc: 2.2762722969055176 (2.2762722969055176) | > loss_disc_real_0: 0.11191262304782867 (0.11191262304782867) | > loss_disc_real_1: 0.19160465896129608 (0.19160465896129608) | > loss_disc_real_2: 0.266444593667984 (0.266444593667984) | > loss_disc_real_3: 0.2749232351779938 (0.2749232351779938) | > loss_disc_real_4: 0.2656952142715454 (0.2656952142715454) | > loss_disc_real_5: 0.22346042096614838 (0.22346042096614838) | > loss_0: 2.2762722969055176 (2.2762722969055176) | > loss_gen: 2.7036373615264893 (2.7036373615264893) | > loss_kl: 2.977281332015991 (2.977281332015991) | > loss_feat: 7.391350746154785 (7.391350746154785) | > loss_mel: 17.822450637817383 (17.822450637817383) | > loss_duration: 2.4730260372161865 (2.4730260372161865) | > loss_1: 33.36774444580078 (33.36774444580078)  --> STEP: 2 | > loss_disc: 2.5068325996398926 (2.391552448272705) | > loss_disc_real_0: 0.04286573827266693 (0.0773891806602478) | > loss_disc_real_1: 0.21859078109264374 (0.2050977200269699) | > loss_disc_real_2: 0.41454997658729553 (0.34049728512763977) | > loss_disc_real_3: 0.4134376645088196 (0.3441804498434067) | > loss_disc_real_4: 0.306234747171402 (0.2859649807214737) | > loss_disc_real_5: 0.27949193120002747 (0.2514761760830879) | > loss_0: 2.5068325996398926 (2.391552448272705) | > loss_gen: 2.844261407852173 (2.773949384689331) | > loss_kl: 2.9354374408721924 (2.956359386444092) | > loss_feat: 5.978152275085449 (6.684751510620117) | > loss_mel: 19.560609817504883 (18.691530227661133) | > loss_duration: 2.4667980670928955 (2.469912052154541) | > loss_1: 33.78525924682617 (33.57650184631348)  --> STEP: 3 | > loss_disc: 2.102107048034668 (2.2950706481933594) | > loss_disc_real_0: 0.12115329504013062 (0.09197721878687541) | > loss_disc_real_1: 0.07959040999412537 (0.16326195001602173) | > loss_disc_real_2: 0.2490188628435135 (0.31000447769959766) | > loss_disc_real_3: 0.2723255753517151 (0.32022882501284283) | > loss_disc_real_4: 0.21435225009918213 (0.26209407051404315) | > loss_disc_real_5: 0.19549746811389923 (0.23281660676002502) | > loss_0: 2.102107048034668 (2.2950706481933594) | > loss_gen: 2.7050840854644775 (2.7509942849477134) | > loss_kl: 3.4472784996032715 (3.119999090830485) | > loss_feat: 8.162639617919922 (7.177380879720052) | > loss_mel: 16.212936401367188 (17.865332285563152) | > loss_duration: 2.306565761566162 (2.4154632886250815) | > loss_1: 32.834503173828125 (33.329168955485024)  --> STEP: 4 | > loss_disc: 2.4277172088623047 (2.3282322883605957) | > loss_disc_real_0: 0.14999127388000488 (0.10648073256015778) | > loss_disc_real_1: 0.23509377241134644 (0.1812199056148529) | > loss_disc_real_2: 0.28035253286361694 (0.3025914914906025) | > loss_disc_real_3: 0.2978084981441498 (0.31462374329566956) | > loss_disc_real_4: 0.2332601696252823 (0.25488559529185295) | > loss_disc_real_5: 0.24671687185764313 (0.23629167303442955) | > loss_0: 2.4277172088623047 (2.3282322883605957) | > loss_gen: 2.670055389404297 (2.730759561061859) | > loss_kl: 3.8514819145202637 (3.3028697967529297) | > loss_feat: 8.477100372314453 (7.502310752868652) | > loss_mel: 17.769643783569336 (17.841410160064697) | > loss_duration: 2.3375277519226074 (2.395979404449463) | > loss_1: 35.10580825805664 (33.77332878112793)  --> STEP: 5 | > loss_disc: 2.6180055141448975 (2.386186933517456) | > loss_disc_real_0: 0.2521241009235382 (0.13560940623283385) | > loss_disc_real_1: 0.24754564464092255 (0.19448505342006683) | > loss_disc_real_2: 0.41053518652915955 (0.3241802304983139) | > loss_disc_real_3: 0.28322574496269226 (0.3083441436290741) | > loss_disc_real_4: 0.32279956340789795 (0.268468388915062) | > loss_disc_real_5: 0.30209991335868835 (0.2494533210992813) | > loss_0: 2.6180055141448975 (2.386186933517456) | > loss_gen: 2.9356322288513184 (2.771734094619751) | > loss_kl: 2.514636754989624 (3.1452231884002684) | > loss_feat: 4.43930196762085 (6.889708995819092) | > loss_mel: 18.005117416381836 (17.874151611328124) | > loss_duration: 2.4091246128082275 (2.398608446121216) | > loss_1: 30.303813934326172 (33.07942581176758)  --> STEP: 6 | > loss_disc: 2.5490427017211914 (2.413329561551412) | > loss_disc_real_0: 0.16264817118644714 (0.14011586705843607) | > loss_disc_real_1: 0.22812826931476593 (0.20009225606918335) | > loss_disc_real_2: 0.3595942556858063 (0.33008256802956265) | > loss_disc_real_3: 0.28790509700775146 (0.30493763585885364) | > loss_disc_real_4: 0.24040383100509644 (0.26379096259673435) | > loss_disc_real_5: 0.17343482375144958 (0.23678357154130936) | > loss_0: 2.5490427017211914 (2.413329561551412) | > loss_gen: 2.6612751483917236 (2.753324270248413) | > loss_kl: 2.759462356567383 (3.080929716428121) | > loss_feat: 5.673698902130127 (6.687040646870931) | > loss_mel: 16.690771102905273 (17.676921526590984) | > loss_duration: 2.2394392490386963 (2.3720802466074624) | > loss_1: 30.024646759033203 (32.57029596964518)  --> STEP: 7 | > loss_disc: 2.360062599182129 (2.4057199954986572) | > loss_disc_real_0: 0.04550692439079285 (0.12660030382020132) | > loss_disc_real_1: 0.18862004578113556 (0.19845336888517653) | > loss_disc_real_2: 0.34920060634613037 (0.3328137163605009) | > loss_disc_real_3: 0.3470866084098816 (0.3109589176518576) | > loss_disc_real_4: 0.28178834915161133 (0.26636201781885965) | > loss_disc_real_5: 0.23071564733982086 (0.235916725226811) | > loss_0: 2.360062599182129 (2.4057199954986572) | > loss_gen: 2.820383071899414 (2.762904099055699) | > loss_kl: 3.747835874557495 (3.176202024732317) | > loss_feat: 8.078189849853516 (6.885776247297015) | > loss_mel: 17.9403076171875 (17.714548110961914) | > loss_duration: 2.5704009532928467 (2.400411776133946) | > loss_1: 35.1571159362793 (32.93984167916434)  --> STEP: 8 | > loss_disc: 2.227982997894287 (2.383502870798111) | > loss_disc_real_0: 0.1125597357749939 (0.1248452328145504) | > loss_disc_real_1: 0.20566873252391815 (0.19935528934001923) | > loss_disc_real_2: 0.2930474579334259 (0.3278429340571165) | > loss_disc_real_3: 0.21136388182640076 (0.29850953817367554) | > loss_disc_real_4: 0.23973239958286285 (0.26303331553936005) | > loss_disc_real_5: 0.20948180556297302 (0.23261236026883125) | > loss_0: 2.227982997894287 (2.383502870798111) | > loss_gen: 2.627917766571045 (2.746030807495117) | > loss_kl: 3.6480908393859863 (3.235188126564026) | > loss_feat: 7.307636260986328 (6.938508749008179) | > loss_mel: 16.37481117248535 (17.547080993652344) | > loss_duration: 2.269763231277466 (2.384080708026886) | > loss_1: 32.22821807861328 (32.85088872909546)  --> STEP: 9 | > loss_disc: 2.365360736846924 (2.381487078136868) | > loss_disc_real_0: 0.16306209564208984 (0.12909155090649924) | > loss_disc_real_1: 0.1954355090856552 (0.19891975820064545) | > loss_disc_real_2: 0.3046031892299652 (0.325260740187433) | > loss_disc_real_3: 0.2514924705028534 (0.29328541954358417) | > loss_disc_real_4: 0.22759808599948883 (0.25909606781270766) | > loss_disc_real_5: 0.26843854784965515 (0.23659304777781168) | > loss_0: 2.365360736846924 (2.381487078136868) | > loss_gen: 2.689667224884033 (2.7397681872049966) | > loss_kl: 2.5344362258911133 (3.1573268042670355) | > loss_feat: 10.97557544708252 (7.387071715460883) | > loss_mel: 18.947385787963867 (17.702670415242512) | > loss_duration: 2.18288254737854 (2.3617253568437366) | > loss_1: 37.32994842529297 (33.34856202867296)  --> STEP: 10 | > loss_disc: 2.5789096355438232 (2.4012293338775637) | > loss_disc_real_0: 0.1294008195400238 (0.1291224777698517) | > loss_disc_real_1: 0.2818623185157776 (0.20721401423215866) | > loss_disc_real_2: 0.3084433078765869 (0.3235789969563484) | > loss_disc_real_3: 0.3115951716899872 (0.2951163947582245) | > loss_disc_real_4: 0.27944403886795044 (0.26113086491823195) | > loss_disc_real_5: 0.2569618225097656 (0.23862992525100707) | > loss_0: 2.5789096355438232 (2.4012293338775637) | > loss_gen: 2.5729787349700928 (2.7230892419815063) | > loss_kl: 2.90409255027771 (3.132003378868103) | > loss_feat: 6.345085620880127 (7.282873106002808) | > loss_mel: 17.828235626220703 (17.715226936340333) | > loss_duration: 2.3261303901672363 (2.3581658601760864) | > loss_1: 31.97652244567871 (33.211358070373535)  --> STEP: 11 | > loss_disc: 2.224172830581665 (2.385133288123391) | > loss_disc_real_0: 0.10109802335500717 (0.1265748000957749) | > loss_disc_real_1: 0.21214014291763306 (0.20766184411265634) | > loss_disc_real_2: 0.3308747708797455 (0.3242422491312027) | > loss_disc_real_3: 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(7.124299379495474) | > loss_mel: 17.071521759033203 (17.31982370523306) | > loss_duration: 2.305332899093628 (2.359148832467886) | > loss_1: 32.104244232177734 (32.69340969966008)  --> STEP: 14 | > loss_disc: 2.459285020828247 (2.410130602972848) | > loss_disc_real_0: 0.11914214491844177 (0.12585177964397837) | > loss_disc_real_1: 0.2625722289085388 (0.21994277515581676) | > loss_disc_real_2: 0.2796231508255005 (0.31657111112560543) | > loss_disc_real_3: 0.2515656650066376 (0.2863678059407643) | > loss_disc_real_4: 0.24501539766788483 (0.26080505549907684) | > loss_disc_real_5: 0.3021197021007538 (0.25184608570166994) | > loss_0: 2.459285020828247 (2.410130602972848) | > loss_gen: 2.604703903198242 (2.6983152457645962) | > loss_kl: 3.67615008354187 (3.219731160572597) | > loss_feat: 6.424098491668701 (7.07428503036499) | > loss_mel: 17.866071701049805 (17.358841419219967) | > loss_duration: 2.3997316360473633 (2.3620476041521346) | > loss_1: 32.97075653076172 (32.713220187595915)  --> STEP: 15 | > loss_disc: 2.251446008682251 (2.3995516300201416) | > loss_disc_real_0: 0.14381170272827148 (0.12704910784959791) | > loss_disc_real_1: 0.15784326195716858 (0.21580280760924023) | > loss_disc_real_2: 0.29008981585502625 (0.31480569144090015) | > loss_disc_real_3: 0.29164302349090576 (0.2867194871107737) | > loss_disc_real_4: 0.1948242485523224 (0.2564063350359599) | > loss_disc_real_5: 0.15027981996536255 (0.24507500131924945) | > loss_0: 2.251446008682251 (2.3995516300201416) | > loss_gen: 2.4185895919799805 (2.6796668688456218) | > loss_kl: 3.2427384853363037 (3.2212649822235107) | > loss_feat: 5.840567111968994 (6.99203716913859) | > loss_mel: 16.830703735351562 (17.323632240295407) | > loss_duration: 2.356790781021118 (2.3616971492767336) | > loss_1: 30.689390182495117 (32.57829818725586)  --> STEP: 16 | > loss_disc: 2.4038138389587402 (2.399818018078804) | > loss_disc_real_0: 0.13637156784534454 (0.1276317615993321) | > loss_disc_real_1: 0.209326833486557 (0.2153980592265725) | > loss_disc_real_2: 0.35955625772476196 (0.31760260183364153) | > loss_disc_real_3: 0.3425673544406891 (0.29020997881889343) | > loss_disc_real_4: 0.20779159665107727 (0.2533679138869047) | > loss_disc_real_5: 0.147783562541008 (0.23899428639560935) | > loss_0: 2.4038138389587402 (2.399818018078804) | > loss_gen: 2.555692672729492 (2.6719184815883636) | > loss_kl: 2.8890788555145264 (3.200503349304199) | > loss_feat: 8.752120018005371 (7.102042347192764) | > loss_mel: 17.05497932434082 (17.306841433048245) | > loss_duration: 2.3920583724975586 (2.363594725728035) | > loss_1: 33.64392852783203 (32.64490008354187)  --> STEP: 17 | > loss_disc: 2.271362066268921 (2.3922617856193993) | > loss_disc_real_0: 0.06969201564788818 (0.12422354124924716) | > loss_disc_real_1: 0.24157075583934784 (0.2169376296155593) | > loss_disc_real_2: 0.2922433018684387 (0.31611087830627665) | > loss_disc_real_3: 0.2818232774734497 (0.289716643445632) | > loss_disc_real_4: 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(17.37059798993562) | > loss_duration: 2.356297731399536 (2.3659667592299614) | > loss_1: 32.39015197753906 (32.80541931955438)  --> STEP: 20 | > loss_disc: 2.5264556407928467 (2.3995756030082704) | > loss_disc_real_0: 0.17356956005096436 (0.12963042519986628) | > loss_disc_real_1: 0.26335927844047546 (0.21842943429946898) | > loss_disc_real_2: 0.31424954533576965 (0.3101101092994213) | > loss_disc_real_3: 0.36176836490631104 (0.29150029718875886) | > loss_disc_real_4: 0.27280792593955994 (0.2509045660495758) | > loss_disc_real_5: 0.24547575414180756 (0.2370667777955532) | > loss_0: 2.5264556407928467 (2.3995756030082704) | > loss_gen: 2.823631525039673 (2.672678279876709) | > loss_kl: 2.5611941814422607 (3.082255232334137) | > loss_feat: 7.552163600921631 (7.3073278903961185) | > loss_mel: 18.157358169555664 (17.409935998916623) | > loss_duration: 2.3055238723754883 (2.3629446148872377) | > loss_1: 33.399871826171875 (32.83514194488525)  --> STEP: 21 | > loss_disc: 2.498722553253174 (2.404296886353266) | > loss_disc_real_0: 0.222892165184021 (0.134071460437207) | > loss_disc_real_1: 0.22195686399936676 (0.21859740714232126) | > loss_disc_real_2: 0.3425108790397644 (0.3116530030965805) | > loss_disc_real_3: 0.2664088010787964 (0.2903054640406654) | > loss_disc_real_4: 0.21629709005355835 (0.2492565910021464) | > loss_disc_real_5: 0.21495003998279572 (0.2360135998044695) | > loss_0: 2.498722553253174 (2.404296886353266) | > loss_gen: 2.4823591709136963 (2.6636154651641846) | > loss_kl: 3.383105754852295 (3.0965814476921443) | > loss_feat: 5.133851528167725 (7.20382901600429) | > loss_mel: 13.21016788482666 (17.209947041102815) | > loss_duration: 2.1576035022735596 (2.3531664666675387) | > loss_1: 26.367088317871094 (32.527139391217915)  --> STEP: 22 | > loss_disc: 2.5360159873962402 (2.410284118218856) | > loss_disc_real_0: 0.11348609626293182 (0.13313576206564903) | > loss_disc_real_1: 0.24633009731769562 (0.21985798396847464) | > loss_disc_real_2: 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0.24695676565170288 (0.2389820231043774) | > loss_0: 2.4794528484344482 (2.413291454315186) | > loss_gen: 2.447631597518921 (2.650450851606286) | > loss_kl: 2.738243341445923 (3.031890501146731) | > loss_feat: 6.413667678833008 (7.212236383686895) | > loss_mel: 17.6126708984375 (17.324623605479363) | > loss_duration: 2.2622878551483154 (2.343522320622983) | > loss_1: 31.47450065612793 (32.562723491502844)  --> STEP: 24 | > loss_disc: 2.3441553115844727 (2.410410781701406) | > loss_disc_real_0: 0.1224365383386612 (0.13588022161275148) | > loss_disc_real_1: 0.20599068701267242 (0.22084345233937105) | > loss_disc_real_2: 0.2917064428329468 (0.3092013467103243) | > loss_disc_real_3: 0.27275827527046204 (0.28963703910509747) | > loss_disc_real_4: 0.2563416659832001 (0.24780414439737797) | > loss_disc_real_5: 0.29710033535957336 (0.2414036194483439) | > loss_0: 2.3441553115844727 (2.410410781701406) | > loss_gen: 2.8095078468322754 (2.657078226407369) | > loss_kl: 2.576922655105591 (3.0129335075616837) | > loss_feat: 6.762053966522217 (7.1934787829717) | > loss_mel: 18.728591918945312 (17.38312228520711) | > loss_duration: 2.420956611633301 (2.3467487494150796) | > loss_1: 33.29803466796875 (32.59336145718893)  --> STEP: 25 | > loss_disc: 2.3514370918273926 (2.408051834106445) | > loss_disc_real_0: 0.11055941134691238 (0.1348673892021179) | > loss_disc_real_1: 0.21185807883739471 (0.22048403739929198) | > loss_disc_real_2: 0.3109135627746582 (0.30926983535289765) | > loss_disc_real_3: 0.28156623244285583 (0.2893142068386078) | > loss_disc_real_4: 0.20158150792121887 (0.2459552389383316) | > loss_disc_real_5: 0.15268537402153015 (0.23785488963127135) | > loss_0: 2.3514370918273926 (2.408051834106445) | > loss_gen: 2.4827558994293213 (2.650105333328247) | > loss_kl: 2.7670984268188477 (3.00310010433197) | > loss_feat: 5.401111602783203 (7.12178409576416) | > loss_mel: 13.036210060119629 (17.209245796203614) | > loss_duration: 2.357095241546631 (2.3471626091003417) | > loss_1: 26.04427146911621 (32.33139785766602)  --> STEP: 26 | > loss_disc: 2.5839314460754395 (2.414816434566791) | > loss_disc_real_0: 0.13510245084762573 (0.13487643003463742) | > loss_disc_real_1: 0.11957468092441559 (0.21660290830410445) | > loss_disc_real_2: 0.2161128968000412 (0.3056868761777878) | > loss_disc_real_3: 0.18525947630405426 (0.28531210181804806) | > loss_disc_real_4: 0.2603713870048523 (0.24650970617165932) | > loss_disc_real_5: 0.379129558801651 (0.24328853075320905) | > loss_0: 2.5839314460754395 (2.414816434566791) | > loss_gen: 2.292571544647217 (2.6363540337635922) | > loss_kl: 2.3539929389953613 (2.978134444126716) | > loss_feat: 12.167095184326172 (7.3158345222473145) | > loss_mel: 17.604034423828125 (17.22442997418917) | > loss_duration: 2.3249802589416504 (2.3463094417865458) | > loss_1: 36.74267578125 (32.501062393188484) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023602980833787182 (-4.478601308969361e-05) | > avg_loss_disc: 2.414816434566791 (-0.016463490632864453) | > avg_loss_disc_real_0: 0.13487643003463742 (-0.020908809911746262) | > avg_loss_disc_real_1: 0.21660290830410445 (-0.03948736133483738) | > avg_loss_disc_real_2: 0.3056868761777878 (+0.07711763450732598) | > avg_loss_disc_real_3: 0.28531210181804806 (+0.009471528232097626) | > avg_loss_disc_real_4: 0.24650970617165932 (-0.004643271748836247) | > avg_loss_disc_real_5: 0.24328853075320905 (-0.010935698564235985) | > avg_loss_0: 2.414816434566791 (-0.016463490632864453) | > avg_loss_gen: 2.6363540337635922 (+0.09749131019298796) | > avg_loss_kl: 2.978134444126716 (+0.16849835560872028) | > avg_loss_feat: 7.3158345222473145 (+0.5754381876725416) | > avg_loss_mel: 17.22442997418917 (-0.13815817466148417) | > avg_loss_duration: 2.3463094417865458 (+0.011750212082495715) | > avg_loss_1: 32.501062393188484 (+0.7150198129507288)  > EPOCH: 639/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:23:49)   --> TIME: 2024-06-11 19:23:51 -- STEP: 4/330 -- GLOBAL_STEP: 298875 | > loss_disc: 2.3052284717559814 (2.3282288908958435) | > loss_disc_real_0: 0.11044622957706451 (0.10848088189959526) | > loss_disc_real_1: 0.19093693792819977 (0.17171946167945862) | > loss_disc_real_2: 0.17403864860534668 (0.19111429154872894) | > loss_disc_real_3: 0.21451903879642487 (0.23765040561556816) | > loss_disc_real_4: 0.25248685479164124 (0.2566923350095749) | > loss_disc_real_5: 0.2463519126176834 (0.2432343140244484) | > loss_0: 2.3052284717559814 (2.3282288908958435) | > grad_norm_0: tensor(6.2619, device='cuda:0') (tensor(7.7728, device='cuda:0')) | > loss_gen: 2.670788288116455 (2.482737720012665) | > loss_kl: 1.6831969022750854 (1.9660780727863312) | > loss_feat: 7.449965000152588 (7.106345772743225) | > loss_mel: 18.393798828125 (18.523565769195557) | > loss_duration: 2.179518461227417 (2.161778688430786) | > loss_1: 32.37726593017578 (32.240506649017334) | > grad_norm_1: tensor(57.7463, device='cuda:0') (tensor(113.6123, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3653 (0.3827534317970276) | > loader_time: 0.0032 (0.0030925869941711426)  --> TIME: 2024-06-11 19:24:01 -- STEP: 29/330 -- GLOBAL_STEP: 298900 | > loss_disc: 2.2542471885681152 (2.3190397887394347) | > loss_disc_real_0: 0.07472116500139236 (0.1057596170696719) | > loss_disc_real_1: 0.18380816280841827 (0.1918192382516532) | > loss_disc_real_2: 0.2128041535615921 (0.20829090373269443) | > loss_disc_real_3: 0.22203974425792694 (0.22451562511509862) | > loss_disc_real_4: 0.24764245748519897 (0.2326716292521049) | > loss_disc_real_5: 0.22746987640857697 (0.2244826149323891) | > loss_0: 2.2542471885681152 (2.3190397887394347) | > grad_norm_0: tensor(12.8652, device='cuda:0') (tensor(10.6945, device='cuda:0')) | > loss_gen: 2.6248345375061035 (2.4938068965385707) | > loss_kl: 1.9344501495361328 (1.9673663213335235) | > loss_feat: 6.5511016845703125 (6.902371554539122) | > loss_mel: 17.714824676513672 (17.60956642545503) | > loss_duration: 1.9971368312835693 (2.0334891861882705) | > loss_1: 30.82234764099121 (31.006600215517242) | > grad_norm_1: tensor(69.1616, device='cuda:0') (tensor(106.5619, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.395 (0.3697492089764825) | > loader_time: 0.0034 (0.003316048918099239)  --> TIME: 2024-06-11 19:24:10 -- STEP: 54/330 -- GLOBAL_STEP: 298925 | > loss_disc: 2.428014039993286 (2.344247239607353) | > loss_disc_real_0: 0.09101451933383942 (0.10875170029423854) | > loss_disc_real_1: 0.18826915323734283 (0.19349746378483595) | > loss_disc_real_2: 0.24101312458515167 (0.20855012066938258) | > loss_disc_real_3: 0.2221611887216568 (0.2288274246233481) | > loss_disc_real_4: 0.23221178352832794 (0.23448846047675168) | > loss_disc_real_5: 0.2089485377073288 (0.2243085831955627) | > loss_0: 2.428014039993286 (2.344247239607353) | > grad_norm_0: tensor(6.1089, device='cuda:0') (tensor(9.9419, device='cuda:0')) | > loss_gen: 2.5568013191223145 (2.4812748608765784) | > loss_kl: 1.929365873336792 (1.949406467102192) | > loss_feat: 7.927084445953369 (6.930885606341892) | > loss_mel: 17.992279052734375 (17.574701114937106) | > loss_duration: 1.964440107345581 (2.01080874822758) | > loss_1: 32.36996841430664 (30.947076832806623) | > grad_norm_1: tensor(81.2978, device='cuda:0') (tensor(98.4007, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3779 (0.3693382430959631) | > loader_time: 0.0037 (0.00341369487621166)  --> TIME: 2024-06-11 19:24:20 -- STEP: 79/330 -- GLOBAL_STEP: 298950 | > loss_disc: 2.3057498931884766 (2.343209547332571) | > loss_disc_real_0: 0.09842894971370697 (0.10980361690626869) | > loss_disc_real_1: 0.17484059929847717 (0.19611447030984908) | > loss_disc_real_2: 0.1869354248046875 (0.20910851053799254) | > loss_disc_real_3: 0.19616706669330597 (0.22734199747254577) | > loss_disc_real_4: 0.19045816361904144 (0.2323636278698716) | > loss_disc_real_5: 0.20189057290554047 (0.22192723483224458) | > loss_0: 2.3057498931884766 (2.343209547332571) | > grad_norm_0: tensor(15.2974, device='cuda:0') (tensor(10.8417, device='cuda:0')) | > loss_gen: 2.4707250595092773 (2.477037224588515) | > loss_kl: 1.862439513206482 (1.9651402219941345) | > loss_feat: 7.370448112487793 (6.953754630269883) | > loss_mel: 17.91167449951172 (17.54574277129354) | > loss_duration: 1.9698190689086914 (2.0023074270803733) | > loss_1: 31.585105895996094 (30.943982305406013) | > grad_norm_1: tensor(166.4899, device='cuda:0') (tensor(119.6831, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3783 (0.369057661370386) | > loader_time: 0.0036 (0.003484581090226958)  --> TIME: 2024-06-11 19:24:29 -- STEP: 104/330 -- GLOBAL_STEP: 298975 | > loss_disc: 2.468940258026123 (2.3423657600696264) | > loss_disc_real_0: 0.14615191519260406 (0.11157158647592251) | > loss_disc_real_1: 0.2338363379240036 (0.1974861412667311) | > loss_disc_real_2: 0.2404644638299942 (0.20935698569967195) | > loss_disc_real_3: 0.2356942743062973 (0.22760817480201906) | > loss_disc_real_4: 0.23639234900474548 (0.23138192023795384) | > loss_disc_real_5: 0.24748243391513824 (0.22181170376447532) | > loss_0: 2.468940258026123 (2.3423657600696264) | > grad_norm_0: tensor(14.7750, device='cuda:0') (tensor(10.6971, device='cuda:0')) | > loss_gen: 2.2512295246124268 (2.486983127318896) | > loss_kl: 2.0727734565734863 (1.9787904069973872) | > loss_feat: 6.142414093017578 (6.979868379923014) | > loss_mel: 16.55400848388672 (17.523548227090096) | > loss_duration: 2.049619674682617 (2.003715379880025) | > loss_1: 29.070045471191406 (30.972905525794395) | > grad_norm_1: tensor(221.6570, device='cuda:0') (tensor(118.5007, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3789 (0.3725947921092694) | > loader_time: 0.0037 (0.0035682526918557975)  --> TIME: 2024-06-11 19:24:39 -- STEP: 129/330 -- GLOBAL_STEP: 299000 | > loss_disc: 2.333573341369629 (2.34829959943313) | > loss_disc_real_0: 0.1194448247551918 (0.11184387931296992) | > loss_disc_real_1: 0.23965460062026978 (0.19616666286028633) | > loss_disc_real_2: 0.1683560609817505 (0.20928775640421135) | > loss_disc_real_3: 0.24198633432388306 (0.22780108636663865) | > loss_disc_real_4: 0.228785902261734 (0.23210250707559807) | > loss_disc_real_5: 0.19897307455539703 (0.22233312328656515) | > loss_0: 2.333573341369629 (2.34829959943313) | > grad_norm_0: tensor(7.6133, device='cuda:0') (tensor(10.6648, device='cuda:0')) | > loss_gen: 2.5754072666168213 (2.481970410014308) | > loss_kl: 1.9679654836654663 (1.9790666593137638) | > loss_feat: 6.346672058105469 (6.97276607040287) | > loss_mel: 17.726743698120117 (17.534309231957717) | > loss_duration: 1.9850789308547974 (2.005829904430597) | > loss_1: 30.60186767578125 (30.97394218740537) | > grad_norm_1: tensor(106.0721, device='cuda:0') (tensor(118.2604, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3778 (0.3737720574519431) | > loader_time: 0.004 (0.0036936582520950673) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_299000.pth  --> TIME: 2024-06-11 19:24:53 -- STEP: 154/330 -- GLOBAL_STEP: 299025 | > loss_disc: 2.432062864303589 (2.349313652360594) | > loss_disc_real_0: 0.1194198876619339 (0.11324538590459081) | > loss_disc_real_1: 0.19002428650856018 (0.19523625279014759) | > loss_disc_real_2: 0.2325039803981781 (0.21076209088424583) | > loss_disc_real_3: 0.22243870794773102 (0.22777606179187823) | > loss_disc_real_4: 0.24163946509361267 (0.23149145742902508) | > loss_disc_real_5: 0.23803941905498505 (0.222454573813971) | > loss_0: 2.432062864303589 (2.349313652360594) | > grad_norm_0: tensor(9.6883, device='cuda:0') (tensor(12.3820, device='cuda:0')) | > loss_gen: 2.4111812114715576 (2.4854751546661578) | > loss_kl: 1.8537299633026123 (1.9770566921729547) | > loss_feat: 7.368462085723877 (7.007325491347871) | > loss_mel: 17.836828231811523 (17.524149417877187) | > loss_duration: 2.028501033782959 (2.008805344631146) | > loss_1: 31.498703002929688 (31.00281201399766) | > grad_norm_1: tensor(161.6969, device='cuda:0') (tensor(141.4033, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3805 (0.37708211719215706) | > loader_time: 0.0044 (0.003812745019987032)  --> TIME: 2024-06-11 19:25:03 -- STEP: 179/330 -- GLOBAL_STEP: 299050 | > loss_disc: 2.2237935066223145 (2.345861522845051) | > loss_disc_real_0: 0.07344292849302292 (0.11353622360269451) | > loss_disc_real_1: 0.16093413531780243 (0.19475465380279708) | > loss_disc_real_2: 0.20944176614284515 (0.21052610857526682) | > loss_disc_real_3: 0.19440686702728271 (0.22760999835403273) | > loss_disc_real_4: 0.189538836479187 (0.23074879359932585) | > loss_disc_real_5: 0.16199037432670593 (0.22181348161324443) | > loss_0: 2.2237935066223145 (2.345861522845051) | > grad_norm_0: tensor(9.3592, device='cuda:0') (tensor(13.8142, device='cuda:0')) | > loss_gen: 2.672057628631592 (2.494348914929609) | > loss_kl: 1.9994922876358032 (1.9802975714539683) | > loss_feat: 7.621984481811523 (7.025152464818688) | > loss_mel: 16.93844985961914 (17.498207065646195) | > loss_duration: 2.065930128097534 (2.0151721478840483) | > loss_1: 31.297914505004883 (31.013178042193363) | > grad_norm_1: tensor(519.0201, device='cuda:0') (tensor(168.4856, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3854 (0.3786529016228362) | > loader_time: 0.0042 (0.0039213622748518785)  --> TIME: 2024-06-11 19:25:13 -- STEP: 204/330 -- GLOBAL_STEP: 299075 | > loss_disc: 2.3138091564178467 (2.348893489323411) | > loss_disc_real_0: 0.13563960790634155 (0.11474284069503055) | > loss_disc_real_1: 0.17176184058189392 (0.1955094837820997) | > loss_disc_real_2: 0.1945520043373108 (0.21057270890941807) | > loss_disc_real_3: 0.22383137047290802 (0.22818831536991924) | > loss_disc_real_4: 0.18188488483428955 (0.23087621808928602) | > loss_disc_real_5: 0.19145876169204712 (0.2216239879090412) | > loss_0: 2.3138091564178467 (2.348893489323411) | > grad_norm_0: tensor(28.2024, device='cuda:0') (tensor(17.2945, device='cuda:0')) | > loss_gen: 2.7032222747802734 (2.5024835841328494) | > loss_kl: 2.1035268306732178 (1.983016465808831) | > loss_feat: 8.067070960998535 (7.050722225039613) | > loss_mel: 18.008647918701172 (17.478340826782517) | > loss_duration: 2.0272574424743652 (2.0230893989404035) | > loss_1: 32.909725189208984 (31.03765234292722) | > grad_norm_1: tensor(494.7135, device='cuda:0') (tensor(200.8511, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.3977 (0.3808575319308861) | > loader_time: 0.0045 (0.004017780808841482)  --> TIME: 2024-06-11 19:25:23 -- STEP: 229/330 -- GLOBAL_STEP: 299100 | > loss_disc: 2.347111225128174 (2.35260154690805) | > loss_disc_real_0: 0.1310752034187317 (0.11688562084038184) | > loss_disc_real_1: 0.21918343007564545 (0.19606407930236713) | > loss_disc_real_2: 0.2361885905265808 (0.211025492983614) | > loss_disc_real_3: 0.23393844068050385 (0.22844209505741253) | > loss_disc_real_4: 0.18610422313213348 (0.2307616296553716) | > loss_disc_real_5: 0.17349079251289368 (0.22115460070720405) | > loss_0: 2.347111225128174 (2.35260154690805) | > grad_norm_0: tensor(14.8948, device='cuda:0') (tensor(21.2341, device='cuda:0')) | > loss_gen: 2.7681374549865723 (2.5074906276303093) | > loss_kl: 2.0249123573303223 (1.9869424292093802) | > loss_feat: 6.723957538604736 (7.054396648073821) | > loss_mel: 16.56099510192871 (17.447719653100428) | > loss_duration: 2.142845392227173 (2.031625827327045) | > loss_1: 30.22084617614746 (31.028175029171607) | > grad_norm_1: tensor(506.1720, device='cuda:0') (tensor(229.9592, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.4152 (0.3839141697862784) | > loader_time: 0.0055 (0.004135370254516602)  --> TIME: 2024-06-11 19:25:34 -- STEP: 254/330 -- GLOBAL_STEP: 299125 | > loss_disc: 2.3596816062927246 (2.3553249967379837) | > loss_disc_real_0: 0.07838310301303864 (0.11939443894258635) | > loss_disc_real_1: 0.20175600051879883 (0.19662683803265485) | > loss_disc_real_2: 0.23340927064418793 (0.21117449188091625) | > loss_disc_real_3: 0.24412409961223602 (0.22840960077413425) | > loss_disc_real_4: 0.20703478157520294 (0.23097088164466573) | > loss_disc_real_5: 0.2187662571668625 (0.22111451954353512) | > loss_0: 2.3596816062927246 (2.3553249967379837) | > grad_norm_0: tensor(53.5074, device='cuda:0') (tensor(24.6295, device='cuda:0')) | > loss_gen: 2.305175542831421 (2.5078727823542803) | > loss_kl: 2.0570454597473145 (1.990772221501418) | > loss_feat: 7.725363254547119 (7.051177293296874) | > loss_mel: 16.75495147705078 (17.386334115126) | > loss_duration: 2.078747272491455 (2.0389692834981785) | > loss_1: 30.921283721923828 (30.975125553101066) | > grad_norm_1: tensor(550.4442, device='cuda:0') (tensor(251.9510, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.4394 (0.38786174087073866) | > loader_time: 0.0053 (0.004262820003539559)  --> TIME: 2024-06-11 19:25:45 -- STEP: 279/330 -- GLOBAL_STEP: 299150 | > loss_disc: 2.3120670318603516 (2.3574603398640956) | > loss_disc_real_0: 0.08674299716949463 (0.11985403977628249) | > loss_disc_real_1: 0.15439391136169434 (0.19685323878214772) | > loss_disc_real_2: 0.20150204002857208 (0.211507586488587) | > loss_disc_real_3: 0.24724692106246948 (0.22856397419420194) | > loss_disc_real_4: 0.21299275755882263 (0.2306870950058797) | > loss_disc_real_5: 0.21777544915676117 (0.22082636299740033) | > loss_0: 2.3120670318603516 (2.3574603398640956) | > grad_norm_0: tensor(28.1810, device='cuda:0') (tensor(25.0503, device='cuda:0')) | > loss_gen: 2.4203288555145264 (2.501309731527897) | > loss_kl: 2.104102849960327 (1.9948083418671803) | > loss_feat: 7.361885070800781 (7.047216729878524) | > loss_mel: 17.081764221191406 (17.34470042362008) | > loss_duration: 2.1243643760681152 (2.0484245417365887) | > loss_1: 31.092445373535156 (30.936459640448238) | > grad_norm_1: tensor(296.0305, device='cuda:0') (tensor(261.2771, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.4441 (0.39240647045942206) | > loader_time: 0.0058 (0.004398290401718521)  --> TIME: 2024-06-11 19:25:57 -- STEP: 304/330 -- GLOBAL_STEP: 299175 | > loss_disc: 2.353445529937744 (2.3607273760594816) | > loss_disc_real_0: 0.16779190301895142 (0.12061551073566079) | > loss_disc_real_1: 0.2216021716594696 (0.1971478839159796) | > loss_disc_real_2: 0.21409808099269867 (0.21170625718016373) | > loss_disc_real_3: 0.23803193867206573 (0.2291592389443203) | > loss_disc_real_4: 0.2230527102947235 (0.23087286934452622) | > loss_disc_real_5: 0.190769225358963 (0.22082020847224876) | > loss_0: 2.353445529937744 (2.3607273760594816) | > grad_norm_0: tensor(42.0944, device='cuda:0') (tensor(25.4523, device='cuda:0')) | > loss_gen: 2.533259391784668 (2.4959046566172653) | > loss_kl: 2.1267175674438477 (1.9979162820075687) | > loss_feat: 7.876570701599121 (7.062592089176178) | > loss_mel: 16.498842239379883 (17.32409933679982) | > loss_duration: 2.2051174640655518 (2.059036143908375) | > loss_1: 31.240507125854492 (30.93954839204487) | > grad_norm_1: tensor(630.9117, device='cuda:0') (tensor(268.9425, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 0.477 (0.39856185881715084) | > loader_time: 0.007 (0.004555717110633849)  --> TIME: 2024-06-11 19:26:26 -- STEP: 329/330 -- GLOBAL_STEP: 299200 | > loss_disc: 2.608611583709717 (2.3674632408698644) | > loss_disc_real_0: 0.21336741745471954 (0.12218081559363107) | > loss_disc_real_1: 0.23243628442287445 (0.1979005376165761) | > loss_disc_real_2: 0.23729291558265686 (0.21190633776521248) | > loss_disc_real_3: 0.3015195429325104 (0.2294415017210604) | > loss_disc_real_4: 0.27860331535339355 (0.23107204393775269) | > loss_disc_real_5: 0.2300170361995697 (0.22117946457717919) | > loss_0: 2.608611583709717 (2.3674632408698644) | > grad_norm_0: tensor(6.7258, device='cuda:0') (tensor(25.5273, device='cuda:0')) | > loss_gen: 2.316128730773926 (2.4902467292855195) | > loss_kl: 2.1950159072875977 (2.0050674655154848) | > loss_feat: 9.098422050476074 (7.147503891976771) | > loss_mel: 16.05500030517578 (17.30411737957985) | > loss_duration: 2.30448317527771 (2.073445091493949) | > loss_1: 31.96904945373535 (31.02038043175787) | > grad_norm_1: tensor(70.5001, device='cuda:0') (tensor(273.7113, device='cuda:0')) | > current_lr_0: 0.0001846454267646963 | > current_lr_1: 0.0001846454267646963 | > step_time: 14.3632 (0.4537442585617577) | > loader_time: 0.0347 (0.004968192439673517)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5759904384613037 (2.5759904384613037) | > loss_disc_real_0: 0.10925093293190002 (0.10925093293190002) | > loss_disc_real_1: 0.27152568101882935 (0.27152568101882935) | > loss_disc_real_2: 0.29918810725212097 (0.29918810725212097) | > loss_disc_real_3: 0.3330150842666626 (0.3330150842666626) | > loss_disc_real_4: 0.2587381601333618 (0.2587381601333618) | > loss_disc_real_5: 0.2323102355003357 (0.2323102355003357) | > loss_0: 2.5759904384613037 (2.5759904384613037) | > loss_gen: 2.4617691040039062 (2.4617691040039062) | > loss_kl: 2.4559803009033203 (2.4559803009033203) | > loss_feat: 5.92659854888916 (5.92659854888916) | > loss_mel: 16.636104583740234 (16.636104583740234) | > loss_duration: 3.0947906970977783 (3.0947906970977783) | > loss_1: 30.575244903564453 (30.575244903564453)  --> STEP: 1 | > loss_disc: 2.4201979637145996 (2.4201979637145996) | > loss_disc_real_0: 0.06652386486530304 (0.06652386486530304) | > loss_disc_real_1: 0.2299579381942749 (0.2299579381942749) | > loss_disc_real_2: 0.2587487995624542 (0.2587487995624542) | > loss_disc_real_3: 0.2540699541568756 (0.2540699541568756) | > loss_disc_real_4: 0.25088071823120117 (0.25088071823120117) | > loss_disc_real_5: 0.206313356757164 (0.206313356757164) | > loss_0: 2.4201979637145996 (2.4201979637145996) | > loss_gen: 2.239412546157837 (2.239412546157837) | > loss_kl: 3.324063301086426 (3.324063301086426) | > loss_feat: 4.181714057922363 (4.181714057922363) | > loss_mel: 14.98307991027832 (14.98307991027832) | > loss_duration: 2.3743278980255127 (2.3743278980255127) | > loss_1: 27.102598190307617 (27.102598190307617)  --> STEP: 2 | > loss_disc: 2.2338674068450928 (2.327032685279846) | > loss_disc_real_0: 0.10541984438896179 (0.08597185462713242) | > loss_disc_real_1: 0.19549277424812317 (0.21272535622119904) | > loss_disc_real_2: 0.2321806252002716 (0.24546471238136292) | > loss_disc_real_3: 0.2709614336490631 (0.26251569390296936) | > loss_disc_real_4: 0.19802598655223846 (0.22445335239171982) | > loss_disc_real_5: 0.22702656686306 (0.216669961810112) | > loss_0: 2.2338674068450928 (2.327032685279846) | > loss_gen: 2.517277240753174 (2.3783448934555054) | > loss_kl: 3.3801164627075195 (3.3520898818969727) | > loss_feat: 6.214905738830566 (5.198309898376465) | > loss_mel: 17.981870651245117 (16.48247528076172) | > loss_duration: 2.446549654006958 (2.4104387760162354) | > loss_1: 32.54071807861328 (29.82165813446045)  --> STEP: 3 | > loss_disc: 2.100635528564453 (2.2515669663747153) | > loss_disc_real_0: 0.08632414042949677 (0.08608928322792053) | > loss_disc_real_1: 0.14654825627803802 (0.19066632290681204) | > loss_disc_real_2: 0.19020111858844757 (0.22704351445039114) | > loss_disc_real_3: 0.2046286016702652 (0.24321999649206796) | > loss_disc_real_4: 0.22606834769248962 (0.2249916841586431) | > loss_disc_real_5: 0.2603773772716522 (0.23123910029729208) | > loss_0: 2.100635528564453 (2.2515669663747153) | > loss_gen: 2.6224191188812256 (2.459702968597412) | > loss_kl: 3.3998053073883057 (3.367995023727417) | > loss_feat: 8.030803680419922 (6.14247449239095) | > loss_mel: 17.436199188232422 (16.80038324991862) | > loss_duration: 2.396543025970459 (2.40580685933431) | > loss_1: 33.88576889038086 (31.176361719767254)  --> STEP: 4 | > loss_disc: 2.4071452617645264 (2.290461540222168) | > loss_disc_real_0: 0.21360404789447784 (0.11796797439455986) | > loss_disc_real_1: 0.17748504877090454 (0.18737100437283516) | > loss_disc_real_2: 0.22922055423259735 (0.2275877743959427) | > loss_disc_real_3: 0.26437047123908997 (0.24850761517882347) | > loss_disc_real_4: 0.1989772915840149 (0.21848808601498604) | > loss_disc_real_5: 0.1819249540567398 (0.218910563737154) | > loss_0: 2.4071452617645264 (2.290461540222168) | > loss_gen: 2.347642421722412 (2.431687831878662) | > loss_kl: 3.111574172973633 (3.303889811038971) | > loss_feat: 6.60973596572876 (6.259289860725403) | > loss_mel: 17.51668357849121 (16.979458332061768) | > loss_duration: 2.3130288124084473 (2.3826123476028442) | > loss_1: 31.898664474487305 (31.356937408447266)  --> STEP: 5 | > loss_disc: 2.26340389251709 (2.2850500106811524) | > loss_disc_real_0: 0.10221802443265915 (0.11481798440217972) | > loss_disc_real_1: 0.18675367534160614 (0.18724753856658935) | > loss_disc_real_2: 0.20435357093811035 (0.22294093370437623) | > loss_disc_real_3: 0.2995990216732025 (0.2587258964776993) | > loss_disc_real_4: 0.32370615005493164 (0.23953169882297515) | > loss_disc_real_5: 0.23948337137699127 (0.22302512526512147) | > loss_0: 2.26340389251709 (2.2850500106811524) | > loss_gen: 2.6264073848724365 (2.470631742477417) | > loss_kl: 2.6189632415771484 (3.1669044971466063) | > loss_feat: 5.497341156005859 (6.1069001197814945) | > loss_mel: 18.54389190673828 (17.29234504699707) | > loss_duration: 2.3864998817443848 (2.3833898544311523) | > loss_1: 31.67310333251953 (31.42017059326172)  --> STEP: 6 | > loss_disc: 2.3845019340515137 (2.3016253312428794) | > loss_disc_real_0: 0.06450184434652328 (0.10643196105957031) | > loss_disc_real_1: 0.1927831768989563 (0.18817014495531717) | > loss_disc_real_2: 0.2976953685283661 (0.2354000061750412) | > loss_disc_real_3: 0.3092135488986969 (0.2671405052145322) | > loss_disc_real_4: 0.2312428504228592 (0.2381502240896225) | > loss_disc_real_5: 0.23956766724586487 (0.22578221559524536) | > loss_0: 2.3845019340515137 (2.3016253312428794) | > loss_gen: 2.397517204284668 (2.458445986111959) | > loss_kl: 3.161823034286499 (3.166057586669922) | > loss_feat: 5.014575958251953 (5.924846092859904) | > loss_mel: 18.13567352294922 (17.432899792989094) | > loss_duration: 2.190222978591919 (2.3511953751246133) | > loss_1: 30.89981460571289 (31.333444595336914)  --> STEP: 7 | > loss_disc: 2.390214204788208 (2.3142808846064975) | > loss_disc_real_0: 0.10522371530532837 (0.10625935452325004) | > loss_disc_real_1: 0.22589340806007385 (0.19355918254171098) | > loss_disc_real_2: 0.2948940694332123 (0.24389915806906565) | > loss_disc_real_3: 0.37240085005760193 (0.2821776973349707) | > loss_disc_real_4: 0.25525009632110596 (0.24059306297983443) | > loss_disc_real_5: 0.2996640205383301 (0.23633675915854319) | > loss_0: 2.390214204788208 (2.3142808846064975) | > loss_gen: 2.841881513595581 (2.5132224900381908) | > loss_kl: 3.830393075942993 (3.260962656566075) | > loss_feat: 6.43450403213501 (5.997654369899204) | > loss_mel: 17.8149356842041 (17.487476348876953) | > loss_duration: 2.581592082977295 (2.3841091905321394) | > loss_1: 33.5033073425293 (31.64342498779297)  --> STEP: 8 | > loss_disc: 2.250438928604126 (2.306300640106201) | > loss_disc_real_0: 0.1038135290145874 (0.1059536263346672) | > loss_disc_real_1: 0.14495812356472015 (0.18748405016958714) | > loss_disc_real_2: 0.22158969938755035 (0.24111047573387623) | > loss_disc_real_3: 0.27457383275032043 (0.28122721426188946) | > loss_disc_real_4: 0.20049022138118744 (0.23558020778000355) | > loss_disc_real_5: 0.2317897081375122 (0.2357683777809143) | > loss_0: 2.250438928604126 (2.306300640106201) | > loss_gen: 2.413930892944336 (2.5008110404014587) | > loss_kl: 3.3781402111053467 (3.275609850883484) | > loss_feat: 8.622613906860352 (6.325774312019348) | > loss_mel: 17.808591842651367 (17.527615785598755) | > loss_duration: 2.2999396324157715 (2.3735879957675934) | > loss_1: 34.52321243286133 (32.003398418426514)  --> STEP: 9 | > loss_disc: 2.5238351821899414 (2.330471144782172) | > loss_disc_real_0: 0.12978577613830566 (0.10860164297951592) | > loss_disc_real_1: 0.18692488968372345 (0.1874219212267134) | > loss_disc_real_2: 0.3379092514514923 (0.2518658952580558) | > loss_disc_real_3: 0.31238895654678345 (0.28468963007132214) | > loss_disc_real_4: 0.22719380259513855 (0.23464838498168522) | > loss_disc_real_5: 0.24835525453090668 (0.23716691964202458) | > loss_0: 2.5238351821899414 (2.330471144782172) | > loss_gen: 2.4851784706115723 (2.4990740882025824) | > loss_kl: 2.6239898204803467 (3.2032076252831354) | > loss_feat: 7.500259876251221 (6.456272708045112) | > loss_mel: 17.526704788208008 (17.52751456366645) | > loss_duration: 2.1900157928466797 (2.3531910843319364) | > loss_1: 32.326148986816406 (32.039259592692055)  --> STEP: 10 | > loss_disc: 2.4935178756713867 (2.3467758178710936) | > loss_disc_real_0: 0.11771761626005173 (0.10951324030756951) | > loss_disc_real_1: 0.17031708359718323 (0.18571143746376037) | > loss_disc_real_2: 0.2157922387123108 (0.2482585296034813) | > loss_disc_real_3: 0.28697308897972107 (0.284917975962162) | > loss_disc_real_4: 0.28634217381477356 (0.23981776386499404) | > loss_disc_real_5: 0.24986813962459564 (0.23843704164028168) | > loss_0: 2.4935178756713867 (2.3467758178710936) | > loss_gen: 2.20386004447937 (2.469552683830261) | > loss_kl: 3.3241608142852783 (3.2153029441833496) | > loss_feat: 5.265656471252441 (6.337211084365845) | > loss_mel: 15.894004821777344 (17.36416358947754) | > loss_duration: 2.353818416595459 (2.3532538175582887) | > loss_1: 29.041500091552734 (31.739483642578126)  --> STEP: 11 | > loss_disc: 2.492810010910034 (2.3600516536019067) | > loss_disc_real_0: 0.10513375699520111 (0.10911510546099056) | > loss_disc_real_1: 0.16859851777553558 (0.18415571749210358) | > loss_disc_real_2: 0.23763006925582886 (0.24729230593551288) | > loss_disc_real_3: 0.29487544298171997 (0.2858232002366673) | > loss_disc_real_4: 0.22741593420505524 (0.2386903248049996) | > loss_disc_real_5: 0.2624250650405884 (0.24061777104030957) | > loss_0: 2.492810010910034 (2.3600516536019067) | > loss_gen: 2.2572531700134277 (2.450252728028731) | > loss_kl: 3.6120591163635254 (3.2513716871088203) | > loss_feat: 5.841241836547852 (6.292122970927846) | > loss_mel: 16.665719985961914 (17.300668716430664) | > loss_duration: 2.56306791305542 (2.372327826239846) | > loss_1: 30.939342498779297 (31.666743538596414)  --> STEP: 12 | > loss_disc: 2.2598729133605957 (2.351703425248464) | > loss_disc_real_0: 0.10101339966058731 (0.10843996331095695) | > loss_disc_real_1: 0.13505010306835175 (0.18006358295679092) | > loss_disc_real_2: 0.33718058466911316 (0.2547829958299796) | > loss_disc_real_3: 0.23009857535362244 (0.28117948149641353) | > loss_disc_real_4: 0.2249230295419693 (0.23754305019974709) | > loss_disc_real_5: 0.2063838541507721 (0.2377649446328481) | > loss_0: 2.2598729133605957 (2.351703425248464) | > loss_gen: 2.535827159881592 (2.457383930683136) | > loss_kl: 2.177978992462158 (3.161922295888265) | > loss_feat: 8.033373832702637 (6.437227209409078) | > loss_mel: 17.70615577697754 (17.33445930480957) | > loss_duration: 2.2427175045013428 (2.361526966094971) | > loss_1: 32.69605255126953 (31.752519289652508)  --> STEP: 13 | > loss_disc: 2.41601824760437 (2.3566507192758412) | > loss_disc_real_0: 0.15210425853729248 (0.11179875525144431) | > loss_disc_real_1: 0.1903727799654007 (0.18085659811129937) | > loss_disc_real_2: 0.2779970169067383 (0.256568689758961) | > loss_disc_real_3: 0.3550291657447815 (0.2868602264385957) | > loss_disc_real_4: 0.24359314143657684 (0.23800844183334938) | > loss_disc_real_5: 0.2711169123649597 (0.2403304806122413) | > loss_0: 2.41601824760437 (2.3566507192758412) | > loss_gen: 2.627829074859619 (2.4704950956197886) | > loss_kl: 3.0412604808807373 (3.152640617810763) | > loss_feat: 6.205275058746338 (6.419384736281175) | > loss_mel: 16.79829216003418 (17.293215678288387) | > loss_duration: 2.263942241668701 (2.3540204488314123) | > loss_1: 30.93659782409668 (31.689756099994366)  --> STEP: 14 | > loss_disc: 2.5270020961761475 (2.3688186747687205) | > loss_disc_real_0: 0.09724680334329605 (0.110759330115148) | > loss_disc_real_1: 0.17328310012817383 (0.18031563396964753) | > loss_disc_real_2: 0.24071091413497925 (0.25543599150010515) | > loss_disc_real_3: 0.2552703619003296 (0.28460380754300524) | > loss_disc_real_4: 0.2359132170677185 (0.2378587829215186) | > loss_disc_real_5: 0.25744184851646423 (0.24155272117682866) | > loss_0: 2.5270020961761475 (2.3688186747687205) | > loss_gen: 2.0859971046447754 (2.4430309534072876) | > loss_kl: 3.9719088077545166 (3.2111597742353166) | > loss_feat: 5.155207633972168 (6.329086371830532) | > loss_mel: 17.906448364257812 (17.33701801300049) | > loss_duration: 2.4311535358428955 (2.3595299550465185) | > loss_1: 31.550716400146484 (31.679824692862375)  --> STEP: 15 | > loss_disc: 2.4300267696380615 (2.3728992144266763) | > loss_disc_real_0: 0.14767929911613464 (0.11322066138188044) | > loss_disc_real_1: 0.17430657148361206 (0.17991502980391186) | > loss_disc_real_2: 0.2813533544540405 (0.25716381569703417) | > loss_disc_real_3: 0.2667228579521179 (0.2834117442369461) | > loss_disc_real_4: 0.21790461242198944 (0.23652850488821667) | > loss_disc_real_5: 0.2514480650424957 (0.24221241076787312) | > loss_0: 2.4300267696380615 (2.3728992144266763) | > loss_gen: 2.3635189533233643 (2.437730153401693) | > loss_kl: 3.913464307785034 (3.2579800764719646) | > loss_feat: 7.596513271331787 (6.413581498463949) | > loss_mel: 17.709339141845703 (17.36183942159017) | > loss_duration: 2.424039840698242 (2.363830614089967) | > loss_1: 34.006874084472656 (31.834961318969725)  --> STEP: 16 | > loss_disc: 2.515453815460205 (2.381808876991272) | > loss_disc_real_0: 0.1552923619747162 (0.11585014266893268) | > loss_disc_real_1: 0.20202061533927917 (0.1812966288998723) | > loss_disc_real_2: 0.32677409052848816 (0.2615144578740001) | > loss_disc_real_3: 0.2936927080154419 (0.2840543044731021) | > loss_disc_real_4: 0.19469094276428223 (0.23391365725547075) | > loss_disc_real_5: 0.21365074813365936 (0.24042730685323477) | > loss_0: 2.515453815460205 (2.381808876991272) | > loss_gen: 2.3036530017852783 (2.429350331425667) | > loss_kl: 2.8986568450927734 (3.235522374510765) | > loss_feat: 7.525986194610596 (6.483106791973114) | > loss_mel: 15.179901123046875 (17.225468277931213) | > loss_duration: 2.3790674209594727 (2.364782914519311) | > loss_1: 30.28726577758789 (31.738230347633362)  --> STEP: 17 | > loss_disc: 2.45511531829834 (2.38612102059757) | > loss_disc_real_0: 0.10348279774188995 (0.11512265179087133) | > loss_disc_real_1: 0.19332274794578552 (0.18200404766727896) | > loss_disc_real_2: 0.3091858923435211 (0.26431865990161896) | > loss_disc_real_3: 0.3253405690193176 (0.2864829082699383) | > loss_disc_real_4: 0.23523059487342834 (0.23399112417417414) | > loss_disc_real_5: 0.26328420639038086 (0.24177183035541983) | > loss_0: 2.45511531829834 (2.38612102059757) | > loss_gen: 2.3330628871917725 (2.4236863641177906) | > loss_kl: 2.6653332710266113 (3.2019818390116974) | > loss_feat: 4.784414291381836 (6.383183703703039) | > loss_mel: 16.84272003173828 (17.202953675213983) | > loss_duration: 2.46044659614563 (2.3704101899090944) | > loss_1: 29.08597755432129 (31.582215477438535)  --> STEP: 18 | > loss_disc: 2.129222869873047 (2.3718489011128745) | > loss_disc_real_0: 0.061150744557380676 (0.11212421250012186) | > loss_disc_real_1: 0.14181946218013763 (0.1797715706957711) | > loss_disc_real_2: 0.25438523292541504 (0.2637668028473854) | > loss_disc_real_3: 0.24372237920761108 (0.28410732332203126) | > loss_disc_real_4: 0.19127444922924042 (0.23161797556612226) | > loss_disc_real_5: 0.21135663986206055 (0.24008209755023321) | > loss_0: 2.129222869873047 (2.3718489011128745) | > loss_gen: 2.570034980773926 (2.4318168428209095) | > loss_kl: 2.9673306941986084 (3.188945664299859) | > loss_feat: 8.441182136535645 (6.497516949971517) | > loss_mel: 17.85260581970215 (17.23904546101888) | > loss_duration: 2.2321486473083496 (2.362728993097942) | > loss_1: 34.06330108642578 (31.720053566826714)  --> STEP: 19 | > loss_disc: 2.346432685852051 (2.370511205572831) | > loss_disc_real_0: 0.10641505569219589 (0.1118237305628626) | > loss_disc_real_1: 0.19018061459064484 (0.1803194151112908) | > loss_disc_real_2: 0.23765622079372406 (0.2623925616866664) | > loss_disc_real_3: 0.21006686985492706 (0.2802104573500784) | > loss_disc_real_4: 0.22130897641181946 (0.23107539666326424) | > loss_disc_real_5: 0.22030632197856903 (0.2390412672569877) | > loss_0: 2.346432685852051 (2.370511205572831) | > loss_gen: 2.3413496017456055 (2.4270554090801038) | > loss_kl: 2.24115252494812 (3.139061814860294) | > loss_feat: 9.294442176818848 (6.644723540858219) | > loss_mel: 19.684328079223633 (17.367744546187552) | > loss_duration: 2.3845505714416504 (2.363877497221295) | > loss_1: 35.945823669433594 (31.942462519595498)  --> STEP: 20 | > loss_disc: 2.4816818237304688 (2.3760697364807126) | > loss_disc_real_0: 0.08993812650442123 (0.11072945035994053) | > loss_disc_real_1: 0.18471591174602509 (0.1805392399430275) | > loss_disc_real_2: 0.2235802412033081 (0.2604519456624985) | > loss_disc_real_3: 0.306401789188385 (0.2815200239419937) | > loss_disc_real_4: 0.22235336899757385 (0.2306392952799797) | > loss_disc_real_5: 0.19576922059059143 (0.2368776649236679) | > loss_0: 2.4816818237304688 (2.3760697364807126) | > loss_gen: 2.1279330253601074 (2.412099289894104) | > loss_kl: 2.703399181365967 (3.117278683185577) | > loss_feat: 6.630058765411377 (6.643990302085877) | > loss_mel: 18.37993049621582 (17.418353843688966) | > loss_duration: 2.34348201751709 (2.362857723236085) | > loss_1: 32.1848030090332 (31.954579544067382)  --> STEP: 21 | > loss_disc: 2.283762216567993 (2.3716741402943926) | > loss_disc_real_0: 0.1463620960712433 (0.11242624301285971) | > loss_disc_real_1: 0.22658659517765045 (0.1827319711446762) | > loss_disc_real_2: 0.24449771642684937 (0.2596922204608009) | > loss_disc_real_3: 0.24367231130599976 (0.2797177519117083) | > loss_disc_real_4: 0.21216441690921783 (0.22975953916708627) | > loss_disc_real_5: 0.1912156492471695 (0.23470328322478703) | > loss_0: 2.283762216567993 (2.3716741402943926) | > loss_gen: 2.472594976425171 (2.414980036871774) | > loss_kl: 2.349641799926758 (3.0807245458875383) | > loss_feat: 5.744294166564941 (6.6011476289658315) | > loss_mel: 15.053057670593262 (17.30572069258917) | > loss_duration: 2.1912217140197754 (2.35468457994007) | > loss_1: 27.810810089111328 (31.757257189069474)  --> STEP: 22 | > loss_disc: 2.4215736389160156 (2.373942299322648) | > loss_disc_real_0: 0.10854260623455048 (0.11224971406839111) | > loss_disc_real_1: 0.21687182784080505 (0.18428378281268207) | > loss_disc_real_2: 0.29446205496788025 (0.26127266748385) | > loss_disc_real_3: 0.29458972811698914 (0.28039375083013013) | > loss_disc_real_4: 0.2467249631881714 (0.23053069480440833) | > loss_disc_real_5: 0.24130941927433014 (0.2350035621361299) | > loss_0: 2.4215736389160156 (2.373942299322648) | > loss_gen: 2.4240617752075195 (2.415392843159762) | > loss_kl: 2.489654541015625 (3.0538577274842695) | > loss_feat: 5.390563011169434 (6.546121055429632) | > loss_mel: 16.110456466674805 (17.251390500502154) | > loss_duration: 2.2324986457824707 (2.3491306738419975) | > loss_1: 28.647232055664062 (31.61589241027832)  --> STEP: 23 | > loss_disc: 2.456738233566284 (2.377542122550632) | > loss_disc_real_0: 0.15881754457950592 (0.11427440235148305) | > loss_disc_real_1: 0.1835404932498932 (0.1842514658751695) | > loss_disc_real_2: 0.2753947973251343 (0.26188667312912317) | > loss_disc_real_3: 0.2863905429840088 (0.28065448092377704) | > loss_disc_real_4: 0.18706072866916656 (0.22864069627678912) | > loss_disc_real_5: 0.25900501012802124 (0.23604710335316864) | > loss_0: 2.456738233566284 (2.377542122550632) | > loss_gen: 2.5277459621429443 (2.4202777613764224) | > loss_kl: 2.7980027198791504 (3.0427335967188296) | > loss_feat: 6.4908833503723145 (6.5437194160793135) | > loss_mel: 15.518393516540527 (17.1760428055473) | > loss_duration: 2.3036530017852783 (2.347153383752575) | > loss_1: 29.63867950439453 (31.529926631761633)  --> STEP: 24 | > loss_disc: 2.4951257705688477 (2.3824414412180577) | > loss_disc_real_0: 0.09969186782836914 (0.11366679674635331) | > loss_disc_real_1: 0.13070844113826752 (0.1820205065111319) | > loss_disc_real_2: 0.36535826325416565 (0.2661979893843333) | > loss_disc_real_3: 0.3270535469055176 (0.2825877753396829) | > loss_disc_real_4: 0.22285117208957672 (0.22839946610232195) | > loss_disc_real_5: 0.18338632583618164 (0.23385290428996086) | > loss_0: 2.4951257705688477 (2.3824414412180577) | > loss_gen: 2.2098135948181152 (2.4115084211031594) | > loss_kl: 2.3965744972229004 (3.0158103009064994) | > loss_feat: 5.524652481079102 (6.501258293787639) | > loss_mel: 17.796133041381836 (17.201879898707073) | > loss_duration: 2.39892578125 (2.3493105669816345) | > loss_1: 30.326099395751953 (31.479767163594563)  --> STEP: 25 | > loss_disc: 2.573833703994751 (2.3900971317291253) | > loss_disc_real_0: 0.1519239842891693 (0.11519708424806595) | > loss_disc_real_1: 0.21469871699810028 (0.18332763493061066) | > loss_disc_real_2: 0.2467864602804184 (0.2654215282201767) | > loss_disc_real_3: 0.348366916179657 (0.2852189409732819) | > loss_disc_real_4: 0.2320847362279892 (0.22854687690734862) | > loss_disc_real_5: 0.25608161091804504 (0.23474205255508424) | > loss_0: 2.573833703994751 (2.3900971317291253) | > loss_gen: 2.4282262325286865 (2.4121771335601805) | > loss_kl: 2.8190858364105225 (3.0079413223266602) | > loss_feat: 5.702261447906494 (6.469298419952392) | > loss_mel: 16.663127899169922 (17.180329818725586) | > loss_duration: 2.3746843338012695 (2.35032551765442) | > loss_1: 29.987384796142578 (31.420071868896486)  --> STEP: 26 | > loss_disc: 2.6163382530212402 (2.3987987133172837) | > loss_disc_real_0: 0.1475081741809845 (0.11643981847625512) | > loss_disc_real_1: 0.1683512032032013 (0.1827516183257103) | > loss_disc_real_2: 0.1860136240720749 (0.26236737806063426) | > loss_disc_real_3: 0.2684270441532135 (0.2845730987878946) | > loss_disc_real_4: 0.0733468309044838 (0.22257764436877692) | > loss_disc_real_5: 0.24554751813411713 (0.23515764738504702) | > loss_0: 2.6163382530212402 (2.3987987133172837) | > loss_gen: 1.934152603149414 (2.393791574698228) | > loss_kl: 2.173192024230957 (2.97583558009221) | > loss_feat: 8.931440353393555 (6.563996186623206) | > loss_mel: 18.224422454833984 (17.22048722780668) | > loss_duration: 2.2782726287841797 (2.3475542526978725) | > loss_1: 33.541481018066406 (31.501664528479942) --> EVAL PERFORMANCE | > avg_loader_time: 0.002340298432570237 (-1.9999650808481036e-05) | > avg_loss_disc: 2.3987987133172837 (-0.0160177212495074) | > avg_loss_disc_real_0: 0.11643981847625512 (-0.018436611558382304) | > avg_loss_disc_real_1: 0.1827516183257103 (-0.03385128997839415) | > avg_loss_disc_real_2: 0.26236737806063426 (-0.04331949811715352) | > avg_loss_disc_real_3: 0.2845730987878946 (-0.0007390030301534511) | > avg_loss_disc_real_4: 0.22257764436877692 (-0.023932061802882404) | > avg_loss_disc_real_5: 0.23515764738504702 (-0.008130883368162034) | > avg_loss_0: 2.3987987133172837 (-0.0160177212495074) | > avg_loss_gen: 2.393791574698228 (-0.24256245906536433) | > avg_loss_kl: 2.97583558009221 (-0.0022988640345062983) | > avg_loss_feat: 6.563996186623206 (-0.7518383356241083) | > avg_loss_mel: 17.22048722780668 (-0.003942746382492146) | > avg_loss_duration: 2.3475542526978725 (+0.001244810911326777) | > avg_loss_1: 31.501664528479942 (-0.9993978647085413)  > EPOCH: 640/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:26:32)   --> TIME: 2024-06-11 19:26:42 -- STEP: 24/330 -- GLOBAL_STEP: 299225 | > loss_disc: 2.3259928226470947 (2.311925530433655) | > loss_disc_real_0: 0.11274821311235428 (0.10656644310802221) | > loss_disc_real_1: 0.224091038107872 (0.19750420562922955) | > loss_disc_real_2: 0.19005630910396576 (0.2036411308993896) | > loss_disc_real_3: 0.2428177148103714 (0.22643332493801913) | > loss_disc_real_4: 0.21298551559448242 (0.22440801250437895) | > loss_disc_real_5: 0.22156541049480438 (0.22456030175089836) | > loss_0: 2.3259928226470947 (2.311925530433655) | > grad_norm_0: tensor(8.9087, device='cuda:0') (tensor(8.3026, device='cuda:0')) | > loss_gen: 2.460407257080078 (2.489325791597366) | > loss_kl: 1.9437988996505737 (1.89248526096344) | > loss_feat: 7.868607044219971 (7.0912317633628845) | > loss_mel: 17.660993576049805 (17.64071393013001) | > loss_duration: 1.9646170139312744 (2.0515239487091703) | > loss_1: 31.89842414855957 (31.16528097788493) | > grad_norm_1: tensor(84.6461, device='cuda:0') (tensor(87.8742, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.3648 (0.35599781076113385) | > loader_time: 0.003 (0.0031665066878000894)  --> TIME: 2024-06-11 19:26:51 -- STEP: 49/330 -- GLOBAL_STEP: 299250 | > loss_disc: 2.3841989040374756 (2.3552261955884037) | > loss_disc_real_0: 0.09173960238695145 (0.10828074417552169) | > loss_disc_real_1: 0.1979225128889084 (0.1981169514510096) | > loss_disc_real_2: 0.192666158080101 (0.20903975866278823) | > loss_disc_real_3: 0.21716386079788208 (0.228365030215711) | > loss_disc_real_4: 0.2088300883769989 (0.2302513654742922) | > loss_disc_real_5: 0.19294041395187378 (0.22527555421907075) | > loss_0: 2.3841989040374756 (2.3552261955884037) | > grad_norm_0: tensor(6.2036, device='cuda:0') (tensor(8.5551, device='cuda:0')) | > loss_gen: 2.36594295501709 (2.4772565413494507) | > loss_kl: 2.0066077709198 (1.9123830649317528) | > loss_feat: 7.072030544281006 (7.103126555073018) | > loss_mel: 17.149673461914062 (17.608451142603037) | > loss_duration: 1.9496269226074219 (2.0145161127557567) | > loss_1: 30.543880462646484 (31.115733321832153) | > grad_norm_1: tensor(56.2564, device='cuda:0') (tensor(81.1458, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.3558 (0.35661833140314836) | > loader_time: 0.0033 (0.003373924566774952)  --> TIME: 2024-06-11 19:27:00 -- STEP: 74/330 -- GLOBAL_STEP: 299275 | > loss_disc: 2.3883588314056396 (2.3497257522634554) | > loss_disc_real_0: 0.09246991574764252 (0.10736671825115746) | > loss_disc_real_1: 0.23204049468040466 (0.19753709938880556) | > loss_disc_real_2: 0.19642600417137146 (0.20936509886303464) | > loss_disc_real_3: 0.2266797125339508 (0.2287054555238904) | > loss_disc_real_4: 0.25012335181236267 (0.23125509776779124) | > loss_disc_real_5: 0.2366720288991928 (0.22620172738223462) | > loss_0: 2.3883588314056396 (2.3497257522634554) | > grad_norm_0: tensor(10.0568, device='cuda:0') (tensor(8.4187, device='cuda:0')) | > loss_gen: 2.4426052570343018 (2.484485378136507) | > loss_kl: 2.192305564880371 (1.9351377664385616) | > loss_feat: 7.475644588470459 (7.10312286583153) | > loss_mel: 17.671117782592773 (17.594606064461374) | > loss_duration: 1.9226973056793213 (2.0015727458773442) | > loss_1: 31.704370498657227 (31.118924811079694) | > grad_norm_1: tensor(218.3300, device='cuda:0') (tensor(85.7745, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.3666 (0.35972408990602234) | > loader_time: 0.0035 (0.0034315972714810757)  --> TIME: 2024-06-11 19:27:09 -- STEP: 99/330 -- GLOBAL_STEP: 299300 | > loss_disc: 2.2666499614715576 (2.352993257117994) | > loss_disc_real_0: 0.12135651707649231 (0.10941913663738906) | > loss_disc_real_1: 0.19081486761569977 (0.19737658506692057) | > loss_disc_real_2: 0.2205793410539627 (0.2103420193448211) | > loss_disc_real_3: 0.20369474589824677 (0.22812056646804618) | > loss_disc_real_4: 0.19936420023441315 (0.23098875326339643) | > loss_disc_real_5: 0.20196594297885895 (0.2249716512783609) | > loss_0: 2.2666499614715576 (2.352993257117994) | > grad_norm_0: tensor(15.5513, device='cuda:0') (tensor(9.0658, device='cuda:0')) | > loss_gen: 2.571946620941162 (2.4798654378062546) | > loss_kl: 1.932978868484497 (1.9438554987762913) | > loss_feat: 7.371934413909912 (7.037815999503088) | > loss_mel: 17.21244239807129 (17.53171134717537) | > loss_duration: 2.0300238132476807 (2.0005637672212395) | > loss_1: 31.119327545166016 (30.993812021583018) | > grad_norm_1: tensor(225.5426, device='cuda:0') (tensor(97.7917, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.3676 (0.360966737824257) | > loader_time: 0.0039 (0.0035083029005262586)  --> TIME: 2024-06-11 19:27:19 -- STEP: 124/330 -- GLOBAL_STEP: 299325 | > loss_disc: 2.2973265647888184 (2.3595882884917723) | > loss_disc_real_0: 0.10079532861709595 (0.11029349880353097) | > loss_disc_real_1: 0.19883430004119873 (0.19734162188345386) | > loss_disc_real_2: 0.18064552545547485 (0.2102484795595369) | > loss_disc_real_3: 0.20606465637683868 (0.22952421117694147) | > loss_disc_real_4: 0.19927287101745605 (0.23146517538735945) | > loss_disc_real_5: 0.2376643419265747 (0.22574471850549022) | > loss_0: 2.2973265647888184 (2.3595882884917723) | > grad_norm_0: tensor(8.3641, device='cuda:0') (tensor(9.8795, device='cuda:0')) | > loss_gen: 2.6083381175994873 (2.478570797751027) | > loss_kl: 2.101775884628296 (1.9637575966696585) | > loss_feat: 7.935352325439453 (7.019575095945789) | > loss_mel: 17.625036239624023 (17.52010088582194) | > loss_duration: 2.0384509563446045 (2.0033275100492665) | > loss_1: 32.30895233154297 (30.98533187373992) | > grad_norm_1: tensor(42.7188, device='cuda:0') (tensor(119.7283, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.4015 (0.3655325308922798) | > loader_time: 0.0043 (0.003657633258450416)  --> TIME: 2024-06-11 19:27:29 -- STEP: 149/330 -- GLOBAL_STEP: 299350 | > loss_disc: 2.575265884399414 (2.362175800656312) | > loss_disc_real_0: 0.07344977557659149 (0.11136230396344357) | > loss_disc_real_1: 0.17755337059497833 (0.19800084239284466) | > loss_disc_real_2: 0.20537829399108887 (0.2114500205388805) | > loss_disc_real_3: 0.25443142652511597 (0.22874203254312478) | > loss_disc_real_4: 0.21194210648536682 (0.2308403872603538) | > loss_disc_real_5: 0.21840165555477142 (0.22450380847358065) | > loss_0: 2.575265884399414 (2.362175800656312) | > grad_norm_0: tensor(19.9348, device='cuda:0') (tensor(12.0410, device='cuda:0')) | > loss_gen: 2.380122661590576 (2.479407736119008) | > loss_kl: 1.9589089155197144 (1.9711682764475777) | > loss_feat: 6.66294002532959 (7.024416984327687) | > loss_mel: 18.038307189941406 (17.508304826365233) | > loss_duration: 2.0453827381134033 (2.007333370663177) | > loss_1: 31.085662841796875 (30.990631154719615) | > grad_norm_1: tensor(275.4926, device='cuda:0') (tensor(146.5790, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.4047 (0.3697121815393435) | > loader_time: 0.004 (0.0038077815267063627)  --> TIME: 2024-06-11 19:27:39 -- STEP: 174/330 -- GLOBAL_STEP: 299375 | > loss_disc: 2.2505569458007812 (2.3625396024221654) | > loss_disc_real_0: 0.10582946240901947 (0.11285617309568942) | > loss_disc_real_1: 0.20669414103031158 (0.1979031937903372) | > loss_disc_real_2: 0.20405371487140656 (0.2121650849779447) | > loss_disc_real_3: 0.22928816080093384 (0.2291528242586673) | > loss_disc_real_4: 0.19024048745632172 (0.23087700310794787) | > loss_disc_real_5: 0.21199579536914825 (0.22417382407805014) | > loss_0: 2.2505569458007812 (2.3625396024221654) | > grad_norm_0: tensor(12.5936, device='cuda:0') (tensor(14.3093, device='cuda:0')) | > loss_gen: 2.4745757579803467 (2.4823771948101885) | > loss_kl: 2.013692855834961 (1.9814336128618526) | > loss_feat: 6.742558002471924 (7.02904854149654) | > loss_mel: 17.00868797302246 (17.481288745485507) | > loss_duration: 2.102419376373291 (2.0124674014661514) | > loss_1: 30.34193229675293 (30.98661538924294) | > grad_norm_1: tensor(197.5049, device='cuda:0') (tensor(162.9419, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.4065 (0.3743822108740094) | > loader_time: 0.0048 (0.003919761756370808)  --> TIME: 2024-06-11 19:27:49 -- STEP: 199/330 -- GLOBAL_STEP: 299400 | > loss_disc: 2.3311116695404053 (2.3650149951628094) | > loss_disc_real_0: 0.08142757415771484 (0.1135798349751899) | > loss_disc_real_1: 0.18774588406085968 (0.19837371286135827) | > loss_disc_real_2: 0.25644025206565857 (0.21288952748080595) | > loss_disc_real_3: 0.24342049658298492 (0.22938981390179103) | > loss_disc_real_4: 0.21759410202503204 (0.23119719019487275) | > loss_disc_real_5: 0.2102447748184204 (0.22361286868102587) | > loss_0: 2.3311116695404053 (2.3650149951628094) | > grad_norm_0: tensor(23.7865, device='cuda:0') (tensor(16.7944, device='cuda:0')) | > loss_gen: 2.2997093200683594 (2.4897185989360735) | > loss_kl: 2.125190019607544 (1.9856648169570232) | > loss_feat: 6.499604225158691 (7.030093772926522) | > loss_mel: 17.59004783630371 (17.458658448415783) | > loss_duration: 2.1473469734191895 (2.0203943462228047) | > loss_1: 30.661897659301758 (30.984529888210584) | > grad_norm_1: tensor(254.6577, device='cuda:0') (tensor(194.9087, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.382 (0.3769998047220048) | > loader_time: 0.0046 (0.004032521990675425)  --> TIME: 2024-06-11 19:28:00 -- STEP: 224/330 -- GLOBAL_STEP: 299425 | > loss_disc: 2.2802956104278564 (2.3635996580123897) | > loss_disc_real_0: 0.12953808903694153 (0.11396212972301457) | > loss_disc_real_1: 0.17899170517921448 (0.19817488447629983) | > loss_disc_real_2: 0.17380794882774353 (0.21251238716234053) | > loss_disc_real_3: 0.2363440990447998 (0.2292150419338473) | > loss_disc_real_4: 0.24049176275730133 (0.23051466613209673) | > loss_disc_real_5: 0.23775066435337067 (0.22346326841839723) | > loss_0: 2.2802956104278564 (2.3635996580123897) | > grad_norm_0: tensor(29.2790, device='cuda:0') (tensor(18.6617, device='cuda:0')) | > loss_gen: 2.572504997253418 (2.4935254933578648) | > loss_kl: 2.128382444381714 (1.994842435100249) | > loss_feat: 7.485616683959961 (7.046563878655434) | > loss_mel: 17.062227249145508 (17.426355025597992) | > loss_duration: 2.1396589279174805 (2.0275617715503484) | > loss_1: 31.38839340209961 (30.988848507404327) | > grad_norm_1: tensor(314.0757, device='cuda:0') (tensor(219.7714, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.401 (0.3798913615090506) | > loader_time: 0.0048 (0.0041301963584763676)  --> TIME: 2024-06-11 19:28:10 -- STEP: 249/330 -- GLOBAL_STEP: 299450 | > loss_disc: 2.304107666015625 (2.36468991505573) | > loss_disc_real_0: 0.0706833004951477 (0.11446811878178494) | > loss_disc_real_1: 0.1924828290939331 (0.19822889356967438) | > loss_disc_real_2: 0.22160832583904266 (0.2130320401316187) | > loss_disc_real_3: 0.2327355593442917 (0.22954210405608258) | > loss_disc_real_4: 0.25827571749687195 (0.23066706099663395) | > loss_disc_real_5: 0.21026860177516937 (0.2230900078413477) | > loss_0: 2.304107666015625 (2.36468991505573) | > grad_norm_0: tensor(30.6435, device='cuda:0') (tensor(20.7243, device='cuda:0')) | > loss_gen: 2.6937503814697266 (2.4931205994632846) | > loss_kl: 2.047668218612671 (1.996536723581184) | > loss_feat: 6.285717487335205 (7.0280248055975125) | > loss_mel: 16.85303497314453 (17.37431795051299) | > loss_duration: 2.1228208541870117 (2.0362733449323103) | > loss_1: 30.00299072265625 (30.92827335801948) | > grad_norm_1: tensor(515.9895, device='cuda:0') (tensor(240.3212, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.4199 (0.38360007316711914) | > loader_time: 0.0059 (0.0042462933015631876)  --> TIME: 2024-06-11 19:28:22 -- STEP: 274/330 -- GLOBAL_STEP: 299475 | > loss_disc: 2.2091498374938965 (2.3661027032963546) | > loss_disc_real_0: 0.07854219526052475 (0.116210763213517) | > loss_disc_real_1: 0.22239485383033752 (0.19907095479051562) | > loss_disc_real_2: 0.23336268961429596 (0.21334257433666798) | > loss_disc_real_3: 0.201664000749588 (0.2297084844895523) | > loss_disc_real_4: 0.2590126395225525 (0.23059284072505296) | > loss_disc_real_5: 0.2521021068096161 (0.22288164708518635) | > loss_0: 2.2091498374938965 (2.3661027032963546) | > grad_norm_0: tensor(48.5402, device='cuda:0') (tensor(23.4398, device='cuda:0')) | > loss_gen: 2.6419599056243896 (2.497468356668516) | > loss_kl: 2.0474023818969727 (2.0019627548482295) | > loss_feat: 8.682568550109863 (7.051933513070544) | > loss_mel: 17.27852439880371 (17.340709073700175) | > loss_duration: 2.12641978263855 (2.0446968683361137) | > loss_1: 32.77687454223633 (30.93677047395358) | > grad_norm_1: tensor(801.6146, device='cuda:0') (tensor(261.8556, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.4519 (0.3893469754796829) | > loader_time: 0.006 (0.004401166073597261)  --> TIME: 2024-06-11 19:28:34 -- STEP: 299/330 -- GLOBAL_STEP: 299500 | > loss_disc: 2.3857545852661133 (2.3672100939479552) | > loss_disc_real_0: 0.10667279362678528 (0.11752560755929421) | > loss_disc_real_1: 0.19778290390968323 (0.19903989514977635) | > loss_disc_real_2: 0.19475899636745453 (0.21275052916644802) | > loss_disc_real_3: 0.2497800886631012 (0.22939917774104754) | > loss_disc_real_4: 0.18435171246528625 (0.22988801237731474) | > loss_disc_real_5: 0.18994374573230743 (0.2228131015165195) | > loss_0: 2.3857545852661133 (2.3672100939479552) | > grad_norm_0: tensor(11.9415, device='cuda:0') (tensor(25.7065, device='cuda:0')) | > loss_gen: 2.5302276611328125 (2.500836264728305) | > loss_kl: 2.0250277519226074 (2.007344995454004) | > loss_feat: 7.089909553527832 (7.062526017128424) | > loss_mel: 16.918182373046875 (17.28649960393491) | > loss_duration: 2.2060627937316895 (2.0550664017431703) | > loss_1: 30.7694091796875 (30.912273202851466) | > grad_norm_1: tensor(546.6296, device='cuda:0') (tensor(282.8684, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.4841 (0.3957507857510877) | > loader_time: 0.0072 (0.004595392922493925) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_299500.pth  --> TIME: 2024-06-11 19:28:52 -- STEP: 324/330 -- GLOBAL_STEP: 299525 | > loss_disc: 2.443366050720215 (2.3735053605503493) | > loss_disc_real_0: 0.13553649187088013 (0.12024273876284744) | > loss_disc_real_1: 0.21546442806720734 (0.2003937717757107) | > loss_disc_real_2: 0.1632412225008011 (0.21268842544084704) | > loss_disc_real_3: 0.21198557317256927 (0.22930227514402365) | > loss_disc_real_4: 0.23098330199718475 (0.23012010334634486) | > loss_disc_real_5: 0.2116146683692932 (0.22300871792766783) | > loss_0: 2.443366050720215 (2.3735053605503493) | > grad_norm_0: tensor(8.0857, device='cuda:0') (tensor(26.8177, device='cuda:0')) | > loss_gen: 2.7095870971679688 (2.497241513228712) | > loss_kl: 2.2380762100219727 (2.01401670737031) | > loss_feat: 10.269336700439453 (7.114052632708608) | > loss_mel: 16.899433135986328 (17.251356460430014) | > loss_duration: 2.2677676677703857 (2.069473801939574) | > loss_1: 34.38420104980469 (30.946141078148358) | > grad_norm_1: tensor(150.8045, device='cuda:0') (tensor(288.6374, device='cuda:0')) | > current_lr_0: 0.0001846223460863507 | > current_lr_1: 0.0001846223460863507 | > step_time: 0.5864 (0.40715276017601126) | > loader_time: 0.0091 (0.004893722357573331)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4640111923217773 (2.4640111923217773) | > loss_disc_real_0: 0.1052841916680336 (0.1052841916680336) | > loss_disc_real_1: 0.21815592050552368 (0.21815592050552368) | > loss_disc_real_2: 0.22574280202388763 (0.22574280202388763) | > loss_disc_real_3: 0.1950308382511139 (0.1950308382511139) | > loss_disc_real_4: 0.2660844326019287 (0.2660844326019287) | > loss_disc_real_5: 0.2782366871833801 (0.2782366871833801) | > loss_0: 2.4640111923217773 (2.4640111923217773) | > loss_gen: 2.410106897354126 (2.410106897354126) | > loss_kl: 2.499375343322754 (2.499375343322754) | > loss_feat: 5.855086326599121 (5.855086326599121) | > loss_mel: 15.153346061706543 (15.153346061706543) | > loss_duration: 3.13242769241333 (3.13242769241333) | > loss_1: 29.050342559814453 (29.050342559814453)  --> STEP: 1 | > loss_disc: 1.9126577377319336 (1.9126577377319336) | > loss_disc_real_0: 0.08786870539188385 (0.08786870539188385) | > loss_disc_real_1: 0.18607723712921143 (0.18607723712921143) | > loss_disc_real_2: 0.14088329672813416 (0.14088329672813416) | > loss_disc_real_3: 0.1723320186138153 (0.1723320186138153) | > loss_disc_real_4: 0.1839376986026764 (0.1839376986026764) | > loss_disc_real_5: 0.16030029952526093 (0.16030029952526093) | > loss_0: 1.9126577377319336 (1.9126577377319336) | > loss_gen: 2.4229512214660645 (2.4229512214660645) | > loss_kl: 2.9769175052642822 (2.9769175052642822) | > loss_feat: 7.1479291915893555 (7.1479291915893555) | > loss_mel: 17.475744247436523 (17.475744247436523) | > loss_duration: 2.428159236907959 (2.428159236907959) | > loss_1: 32.451698303222656 (32.451698303222656)  --> STEP: 2 | > loss_disc: 2.2483279705047607 (2.080492854118347) | > loss_disc_real_0: 0.04544069990515709 (0.06665470264852047) | > loss_disc_real_1: 0.2809579074382782 (0.2335175722837448) | > loss_disc_real_2: 0.3125638961791992 (0.2267235964536667) | > loss_disc_real_3: 0.24153561890125275 (0.20693381875753403) | > loss_disc_real_4: 0.21443650126457214 (0.19918709993362427) | > loss_disc_real_5: 0.1781376451253891 (0.169218972325325) | > loss_0: 2.2483279705047607 (2.080492854118347) | > loss_gen: 2.5018134117126465 (2.4623823165893555) | > loss_kl: 2.8530871868133545 (2.9150023460388184) | > loss_feat: 5.620481014251709 (6.384205102920532) | > loss_mel: 18.143545150756836 (17.80964469909668) | > loss_duration: 2.4634344577789307 (2.445796847343445) | > loss_1: 31.582361221313477 (32.017029762268066)  --> STEP: 3 | > loss_disc: 2.340996265411377 (2.167327324549357) | > loss_disc_real_0: 0.14508643746376038 (0.09279861425360043) | > loss_disc_real_1: 0.22653530538082123 (0.2311901499827703) | > loss_disc_real_2: 0.306358277797699 (0.2532684902350108) | > loss_disc_real_3: 0.28005674481391907 (0.2313081274429957) | > loss_disc_real_4: 0.27628403902053833 (0.2248860796292623) | > loss_disc_real_5: 0.2536982297897339 (0.1973787248134613) | > loss_0: 2.340996265411377 (2.167327324549357) | > loss_gen: 2.684576988220215 (2.536447207132975) | > loss_kl: 3.6434037685394287 (3.1578028202056885) | > loss_feat: 6.034968376159668 (6.267792860666911) | > loss_mel: 14.823366165161133 (16.814218521118164) | > loss_duration: 2.3172950744628906 (2.4029629230499268) | > loss_1: 29.503612518310547 (31.179224014282227)  --> STEP: 4 | > loss_disc: 2.46134614944458 (2.240832030773163) | > loss_disc_real_0: 0.10811196267604828 (0.0966269513592124) | > loss_disc_real_1: 0.2511245012283325 (0.23617373779416084) | > loss_disc_real_2: 0.21975286304950714 (0.24488958343863487) | > loss_disc_real_3: 0.22038865089416504 (0.22857825830578804) | > loss_disc_real_4: 0.1792496144771576 (0.21347696334123611) | > loss_disc_real_5: 0.20430079102516174 (0.1991092413663864) | > loss_0: 2.46134614944458 (2.240832030773163) | > loss_gen: 2.247558116912842 (2.464224934577942) | > loss_kl: 3.714547634124756 (3.2969890236854553) | > loss_feat: 8.108638763427734 (6.728004336357117) | > loss_mel: 17.37398338317871 (16.9541597366333) | > loss_duration: 2.362422466278076 (2.392827808856964) | > loss_1: 33.807151794433594 (31.83620595932007)  --> STEP: 5 | > loss_disc: 2.628117799758911 (2.3182891845703124) | > loss_disc_real_0: 0.23895709216594696 (0.1250929795205593) | > loss_disc_real_1: 0.2669612467288971 (0.24233123958110808) | > loss_disc_real_2: 0.31870630383491516 (0.25965292751789093) | > loss_disc_real_3: 0.2548885643482208 (0.23384031951427459) | > loss_disc_real_4: 0.29105815291404724 (0.22899320125579833) | > loss_disc_real_5: 0.3214804530143738 (0.22358348369598388) | > loss_0: 2.628117799758911 (2.3182891845703124) | > loss_gen: 2.5567405223846436 (2.482728052139282) | > loss_kl: 2.361765146255493 (3.109944248199463) | > loss_feat: 4.667879104614258 (6.315979290008545) | > loss_mel: 17.508121490478516 (17.064952087402343) | > loss_duration: 2.451874017715454 (2.4046370506286623) | > loss_1: 29.54637908935547 (31.37824058532715)  --> STEP: 6 | > loss_disc: 2.1724953651428223 (2.293990214665731) | > loss_disc_real_0: 0.07719095796346664 (0.11710930926104386) | > loss_disc_real_1: 0.20859742164611816 (0.23670893659194311) | > loss_disc_real_2: 0.20369012653827667 (0.2503257940212886) | > loss_disc_real_3: 0.19960705935955048 (0.2281347761551539) | > loss_disc_real_4: 0.20703065395355225 (0.22533277670542398) | > loss_disc_real_5: 0.13206051290035248 (0.20832965523004532) | > loss_0: 2.1724953651428223 (2.293990214665731) | > loss_gen: 2.3550100326538086 (2.46144171555837) | > loss_kl: 3.264669179916382 (3.1357317368189492) | > loss_feat: 6.438199043273926 (6.336349248886108) | > loss_mel: 18.932680130004883 (17.376240094502766) | > loss_duration: 2.1584389209747314 (2.363604029019674) | > loss_1: 33.14899826049805 (31.673366864522297)  --> STEP: 7 | > loss_disc: 2.10318922996521 (2.266732931137085) | > loss_disc_real_0: 0.049618709832429886 (0.10746779505695615) | > loss_disc_real_1: 0.18523362278938293 (0.2293553203344345) | > loss_disc_real_2: 0.24360747635364532 (0.24936603435448237) | > loss_disc_real_3: 0.21446889638900757 (0.22618250761713302) | > loss_disc_real_4: 0.19351965188980103 (0.2207880445889064) | > loss_disc_real_5: 0.173024982213974 (0.2032861305134637) | > loss_0: 2.10318922996521 (2.266732931137085) | > loss_gen: 2.4408040046691895 (2.45849347114563) | > loss_kl: 3.688697338104248 (3.214726822716849) | > loss_feat: 6.592571258544922 (6.372952393123081) | > loss_mel: 18.60027503967285 (17.551102229527064) | > loss_duration: 2.5661351680755615 (2.3925370488848006) | > loss_1: 33.88848114013672 (31.989811761038645)  --> STEP: 8 | > loss_disc: 2.231586456298828 (2.262339621782303) | > loss_disc_real_0: 0.1219649463891983 (0.10927993897348642) | > loss_disc_real_1: 0.19405481219291687 (0.2249427568167448) | > loss_disc_real_2: 0.24854759871959686 (0.2492637299001217) | > loss_disc_real_3: 0.2598355710506439 (0.23038914054632187) | > loss_disc_real_4: 0.2048972100019455 (0.2188016902655363) | > loss_disc_real_5: 0.24933621287345886 (0.2090423908084631) | > loss_0: 2.231586456298828 (2.262339621782303) | > loss_gen: 2.7760725021362305 (2.498190850019455) | > loss_kl: 2.971900463104248 (3.184373527765274) | > loss_feat: 8.658660888671875 (6.658665955066681) | > loss_mel: 18.199586868286133 (17.63216280937195) | > loss_duration: 2.294379234313965 (2.380267322063446) | > loss_1: 34.90060043334961 (32.353660345077515)  --> STEP: 9 | > loss_disc: 2.243197202682495 (2.260212686326769) | > loss_disc_real_0: 0.18273817002773285 (0.11744196464618047) | > loss_disc_real_1: 0.19350512325763702 (0.22144968642128837) | > loss_disc_real_2: 0.23163728415966034 (0.2473052359289593) | > loss_disc_real_3: 0.26211342215538025 (0.23391406072510612) | > loss_disc_real_4: 0.18290162086486816 (0.21481279366546208) | > loss_disc_real_5: 0.18854784965515137 (0.20676521956920624) | > loss_0: 2.243197202682495 (2.260212686326769) | > loss_gen: 2.7540669441223145 (2.526621527141995) | > loss_kl: 2.7020702362060547 (3.130784273147583) | > loss_feat: 8.773686408996582 (6.893668227725559) | > loss_mel: 18.722429275512695 (17.75330352783203) | > loss_duration: 2.1906561851501465 (2.3591994179619684) | > loss_1: 35.142906188964844 (32.66357654995389)  --> STEP: 10 | > loss_disc: 2.743494987487793 (2.308540916442871) | > loss_disc_real_0: 0.2837415635585785 (0.13407192453742028) | > loss_disc_real_1: 0.2953120768070221 (0.22883592545986176) | > loss_disc_real_2: 0.3026765286922455 (0.2528423652052879) | > loss_disc_real_3: 0.31570327281951904 (0.24209298193454742) | > loss_disc_real_4: 0.312094122171402 (0.22454092651605606) | > loss_disc_real_5: 0.29240161180496216 (0.21532885879278182) | > loss_0: 2.743494987487793 (2.308540916442871) | > loss_gen: 2.5262646675109863 (2.526585841178894) | > loss_kl: 3.3475563526153564 (3.1524614810943605) | > loss_feat: 4.160454273223877 (6.6203468322753904) | > loss_mel: 13.341937065124512 (17.31216688156128) | > loss_duration: 2.336996555328369 (2.3569791316986084) | > loss_1: 25.71320915222168 (31.968539810180665)  --> STEP: 11 | > loss_disc: 2.465959310531616 (2.322851679541848) | > loss_disc_real_0: 0.13012473285198212 (0.13371308892965317) | > loss_disc_real_1: 0.1898491084575653 (0.2252916693687439) | > loss_disc_real_2: 0.2827805280685425 (0.2555640163746747) | > loss_disc_real_3: 0.24188098311424255 (0.2420737093145197) | > loss_disc_real_4: 0.24516092240810394 (0.22641547159715134) | > loss_disc_real_5: 0.28300485014915466 (0.22148122164336118) | > loss_0: 2.465959310531616 (2.322851679541848) | > loss_gen: 2.3300132751464844 (2.5087156079032202) | > loss_kl: 3.6296439170837402 (3.1958417025479404) | > loss_feat: 5.445046901702881 (6.513501384041526) | > loss_mel: 17.645381927490234 (17.34245915846391) | > loss_duration: 2.5763487815856934 (2.3769218271428887) | > loss_1: 31.626436233520508 (31.937439485029742)  --> STEP: 12 | > loss_disc: 2.4657235145568848 (2.3347576657931013) | > loss_disc_real_0: 0.0778902918100357 (0.12906118916968504) | > loss_disc_real_1: 0.26834216713905334 (0.22887921084960303) | > loss_disc_real_2: 0.26542532444000244 (0.2563857920467853) | > loss_disc_real_3: 0.25087466835975647 (0.24280712256828943) | > loss_disc_real_4: 0.20697298645973206 (0.2247952645023664) | > loss_disc_real_5: 0.1977512240409851 (0.21950372184316316) | > loss_0: 2.4657235145568848 (2.3347576657931013) | > loss_gen: 2.3148999214172363 (2.492564300696055) | > loss_kl: 2.6103646755218506 (3.1470519502957663) | > loss_feat: 7.000478744506836 (6.554082830746968) | > loss_mel: 17.790992736816406 (17.379836956659954) | > loss_duration: 2.2640647888183594 (2.367517073949178) | > loss_1: 31.98080062866211 (31.94105291366577)  --> STEP: 13 | > loss_disc: 2.3792502880096436 (2.3381801751943736) | > loss_disc_real_0: 0.09602867811918259 (0.12652022678118485) | > loss_disc_real_1: 0.2265205681324005 (0.2286977767944336) | > loss_disc_real_2: 0.24188962578773499 (0.2552707023345506) | > loss_disc_real_3: 0.27353546023368835 (0.2451708408502432) | > loss_disc_real_4: 0.2690196931362152 (0.22819714362804705) | > loss_disc_real_5: 0.25508126616477966 (0.22224045602174905) | > loss_0: 2.3792502880096436 (2.3381801751943736) | > loss_gen: 2.4461519718170166 (2.4889941215515137) | > loss_kl: 3.395977258682251 (3.1662000509408803) | > loss_feat: 6.378451824188232 (6.540572753319373) | > loss_mel: 17.141651153564453 (17.361514971806454) | > loss_duration: 2.23420786857605 (2.357262519689707) | > loss_1: 31.596439361572266 (31.914544178889347)  --> STEP: 14 | > loss_disc: 2.6057281494140625 (2.357290744781494) | > loss_disc_real_0: 0.19868069887161255 (0.1316745462162154) | > loss_disc_real_1: 0.22743211686611176 (0.22860737251383917) | > loss_disc_real_2: 0.3240671455860138 (0.26018473399536945) | > loss_disc_real_3: 0.2496916800737381 (0.2454937579376357) | > loss_disc_real_4: 0.2528756260871887 (0.22995989237512862) | > loss_disc_real_5: 0.22063785791397095 (0.22212598472833633) | > loss_0: 2.6057281494140625 (2.357290744781494) | > loss_gen: 2.5408413410186768 (2.4926974943705966) | > loss_kl: 4.09205436706543 (3.232332502092634) | > loss_feat: 7.707026958465576 (6.623890910829816) | > loss_mel: 18.064455032348633 (17.411724976130895) | > loss_duration: 2.382902145385742 (2.3590939215251376) | > loss_1: 34.78727722167969 (32.119739396231516)  --> STEP: 15 | > 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(0.23708326928317547) | > loss_disc_real_2: 0.3234831988811493 (0.2638320801779628) | > loss_disc_real_3: 0.2655203342437744 (0.24812970031052828) | > loss_disc_real_4: 0.23253802955150604 (0.22746122255921364) | > loss_disc_real_5: 0.23788343369960785 (0.2211552020162344) | > loss_0: 2.763780117034912 (2.3909301161766052) | > loss_gen: 2.3363683223724365 (2.4800466001033783) | > loss_kl: 2.8014447689056396 (3.2396285980939865) | > loss_feat: 5.493302345275879 (6.724089950323105) | > loss_mel: 16.662681579589844 (17.430462419986725) | > loss_duration: 2.381314277648926 (2.3613158017396927) | > loss_1: 29.67510986328125 (32.23554313182831)  --> STEP: 17 | > loss_disc: 2.4466898441314697 (2.39421010017395) | > loss_disc_real_0: 0.25035303831100464 (0.14879500252359054) | > loss_disc_real_1: 0.1848105639219284 (0.23400840426192565) | > loss_disc_real_2: 0.2238994687795639 (0.2614831030368805) | > loss_disc_real_3: 0.23632802069187164 (0.24743548386237202) | > loss_disc_real_4: 0.277213990688324 (0.23038785597857306) | > loss_disc_real_5: 0.31765010952949524 (0.2268313730464262) | > loss_0: 2.4466898441314697 (2.39421010017395) | > loss_gen: 2.838399887084961 (2.501126205219942) | > loss_kl: 2.424067258834839 (3.1916544016669777) | > loss_feat: 7.99959659576416 (6.799119752996108) | > loss_mel: 16.776443481445312 (17.391990717719583) | > loss_duration: 2.447629928588867 (2.366393103319056) | > loss_1: 32.48613739013672 (32.25028397055233)  --> STEP: 18 | > loss_disc: 2.500736713409424 (2.4001282453536987) | > loss_disc_real_0: 0.11699749529361725 (0.14702847434414756) | > loss_disc_real_1: 0.16784507036209106 (0.2303326634897126) | > loss_disc_real_2: 0.19606830179691315 (0.25784894741243786) | > loss_disc_real_3: 0.21282339096069336 (0.24551258981227875) | > loss_disc_real_4: 0.23808161914348602 (0.23081528726551268) | > loss_disc_real_5: 0.27425554394721985 (0.2294660492075814) | > loss_0: 2.500736713409424 (2.4001282453536987) | > loss_gen: 2.256114959716797 (2.487514469358656) | > loss_kl: 2.713655948638916 (3.165098932054308) | > loss_feat: 8.477458953857422 (6.892360819710626) | > loss_mel: 18.990461349487305 (17.48079464170668) | > loss_duration: 2.268798351287842 (2.3609711726506553) | > loss_1: 34.70648956298828 (32.386739836798775)  --> STEP: 19 | > loss_disc: 2.7504661083221436 (2.418567080246775) | > loss_disc_real_0: 0.15756510198116302 (0.14758303369346418) | > loss_disc_real_1: 0.3233790099620819 (0.23522983961983732) | > loss_disc_real_2: 0.30894559621810913 (0.2605382447179995) | > loss_disc_real_3: 0.22827577590942383 (0.24460538908054955) | > loss_disc_real_4: 0.23394139111042023 (0.2309798190468236) | > loss_disc_real_5: 0.2261975258588791 (0.22929402166291288) | > loss_0: 2.7504661083221436 (2.418567080246775) | > loss_gen: 2.229665517807007 (2.4739434719085693) | > loss_kl: 2.30800199508667 (3.119988566950748) | > loss_feat: 7.287544250488281 (6.9131599476462915) | > loss_mel: 17.5483341217041 (17.484349351180228) | > loss_duration: 2.3815059661865234 (2.362051951257806) | > loss_1: 31.75505256652832 (32.35349313836349)  --> STEP: 20 | > loss_disc: 2.590770721435547 (2.4271772623062136) | > loss_disc_real_0: 0.1459934115409851 (0.14750355258584022) | > loss_disc_real_1: 0.20368176698684692 (0.2336524359881878) | > loss_disc_real_2: 0.2651142477989197 (0.2607670448720455) | > loss_disc_real_3: 0.23111970722675323 (0.24393110498785972) | > loss_disc_real_4: 0.2827601134777069 (0.23356883376836776) | > loss_disc_real_5: 0.21126389503479004 (0.22839251533150673) | > loss_0: 2.590770721435547 (2.4271772623062136) | > loss_gen: 2.112534523010254 (2.4558730244636537) | > loss_kl: 2.4132728576660156 (3.0846527814865112) | > loss_feat: 4.921816349029541 (6.813592767715454) | > loss_mel: 16.453763961791992 (17.432820081710815) | > loss_duration: 2.318307399749756 (2.3598647236824037) | > loss_1: 28.219694137573242 (32.14680318832397)  --> STEP: 21 | > loss_disc: 2.3735036849975586 (2.424621377672468) | > loss_disc_real_0: 0.11922810971736908 (0.14615710292543685) | > loss_disc_real_1: 0.16630591452121735 (0.2304454587754749) | > loss_disc_real_2: 0.23761378228664398 (0.25966450855845497) | > loss_disc_real_3: 0.24491141736507416 (0.24397778652963184) | > loss_disc_real_4: 0.22342373430728912 (0.2330857337940307) | > loss_disc_real_5: 0.22102798521518707 (0.2280418234212058) | > loss_0: 2.3735036849975586 (2.424621377672468) | > loss_gen: 2.2952308654785156 (2.4482233978453136) | > loss_kl: 2.349579095840454 (3.049649272646223) | > loss_feat: 6.146927833557129 (6.78184681846982) | > loss_mel: 16.32015609741211 (17.379836082458496) | > loss_duration: 2.1766257286071777 (2.3511390572502497) | > loss_1: 29.28851890563965 (32.01069441295805)  --> STEP: 22 | > loss_disc: 2.42519474029541 (2.4246474396098745) | > loss_disc_real_0: 0.12277688086032867 (0.14509436555884103) | > loss_disc_real_1: 0.2592960298061371 (0.23175684836777774) | > loss_disc_real_2: 0.28459152579307556 (0.2607975547963923) | > loss_disc_real_3: 0.22614574432373047 (0.24316723915663632) | > loss_disc_real_4: 0.17302726209163666 (0.2303558032621037) | > loss_disc_real_5: 0.14422304928302765 (0.2242318791421977) | > loss_0: 2.42519474029541 (2.4246474396098745) | > loss_gen: 2.387155771255493 (2.4454475966366855) | > loss_kl: 2.2555341720581055 (3.0135531317103994) | > loss_feat: 7.137207508087158 (6.797999577088789) | > loss_mel: 18.466266632080078 (17.42921928925948) | > loss_duration: 2.2176618576049805 (2.345071911811828) | > loss_1: 32.46382522583008 (32.0312912680886)  --> STEP: 23 | > loss_disc: 2.5074877738952637 (2.4282491932744565) | > loss_disc_real_0: 0.06503384560346603 (0.1416134733868682) | > loss_disc_real_1: 0.3149767220020294 (0.23537510374318) | > loss_disc_real_2: 0.25159329175949097 (0.2603973694469618) | > loss_disc_real_3: 0.3032105565071106 (0.24577781817187433) | > loss_disc_real_4: 0.262763649225235 (0.2317648400431094) | > loss_disc_real_5: 0.23467642068862915 (0.22468598964421646) | > loss_0: 2.5074877738952637 (2.4282491932744565) | > loss_gen: 2.3277347087860107 (2.440329644991004) | > loss_kl: 2.4358365535736084 (2.988435019617495) | > loss_feat: 4.907876491546631 (6.7158203125) | > loss_mel: 15.963318824768066 (17.365484486455504) | > loss_duration: 2.25567626953125 (2.341185144756151) | > loss_1: 27.89044189453125 (31.8512543388035)  --> STEP: 24 | > loss_disc: 2.376272678375244 (2.426083505153656) | > loss_disc_real_0: 0.12887950241565704 (0.14108289126306772) | > loss_disc_real_1: 0.25323981046676636 (0.2361194665233294) | > loss_disc_real_2: 0.3004610538482666 (0.26206668963034946) | > loss_disc_real_3: 0.2303187996149063 (0.24513369239866734) | > loss_disc_real_4: 0.21649466454982758 (0.23112858273088932) | > loss_disc_real_5: 0.16180254518985748 (0.22206584612528482) | > loss_0: 2.376272678375244 (2.426083505153656) | > loss_gen: 2.368734836578369 (2.4373465279738107) | > loss_kl: 2.623124837875366 (2.9732137620449066) | > loss_feat: 5.617541313171387 (6.670058687527974) | > loss_mel: 17.389942169189453 (17.366503556569416) | > loss_duration: 2.4344544410705566 (2.345071365435918) | > loss_1: 30.433795928955078 (31.792193571726482)  --> STEP: 25 | > loss_disc: 2.9053525924682617 (2.44525426864624) | > loss_disc_real_0: 0.16563203930854797 (0.14206485718488693) | > loss_disc_real_1: 0.33287033438682556 (0.23998950123786927) | > loss_disc_real_2: 0.38763952255249023 (0.2670896029472351) | > loss_disc_real_3: 0.24433736503124237 (0.24510183930397034) | > loss_disc_real_4: 0.2528820037841797 (0.23199871957302093) | > loss_disc_real_5: 0.2835800349712372 (0.22452641367912293) | > loss_0: 2.9053525924682617 (2.44525426864624) | > loss_gen: 2.1225922107696533 (2.4247563552856444) | > loss_kl: 2.780219793319702 (2.9654940032958983) | > loss_feat: 4.74545431137085 (6.59307451248169) | > loss_mel: 15.943078994750977 (17.309566574096678) | > loss_duration: 2.3993496894836426 (2.347242498397827) | > loss_1: 27.99069595336914 (31.640133666992188)  --> STEP: 26 | > loss_disc: 2.5718741416931152 (2.4501242637634277) | > loss_disc_real_0: 0.11884923279285431 (0.14117194855442414) | > loss_disc_real_1: 0.2762153148651123 (0.241382801761994) | > loss_disc_real_2: 0.21651500463485718 (0.26514442608906674) | > loss_disc_real_3: 0.3164871335029602 (0.24784742754239303) | > loss_disc_real_4: 0.29998958110809326 (0.23461375270898527) | > loss_disc_real_5: 0.2507500648498535 (0.22553501564722794) | > loss_0: 2.5718741416931152 (2.4501242637634277) | > loss_gen: 2.4206936359405518 (2.4246000968492947) | > loss_kl: 2.5018792152404785 (2.947662665293767) | > loss_feat: 8.227265357971191 (6.655928006538978) | > loss_mel: 18.93170928955078 (17.37195667853722) | > loss_duration: 2.2958765029907227 (2.3452668831898618) | > loss_1: 34.37742233276367 (31.745414000291092) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024736936275775614 (+0.00013339519500732422) | > avg_loss_disc: 2.4501242637634277 (+0.051325550446144064) | > avg_loss_disc_real_0: 0.14117194855442414 (+0.024732130078169018) | > avg_loss_disc_real_1: 0.241382801761994 (+0.05863118343628371) | > avg_loss_disc_real_2: 0.26514442608906674 (+0.0027770480284324828) | > avg_loss_disc_real_3: 0.24784742754239303 (-0.03672567124550158) | > avg_loss_disc_real_4: 0.23461375270898527 (+0.012036108340208351) | > avg_loss_disc_real_5: 0.22553501564722794 (-0.009622631737819076) | > avg_loss_0: 2.4501242637634277 (+0.051325550446144064) | > avg_loss_gen: 2.4246000968492947 (+0.030808522151066775) | > avg_loss_kl: 2.947662665293767 (-0.02817291479844286) | > avg_loss_feat: 6.655928006538978 (+0.09193181991577148) | > avg_loss_mel: 17.37195667853722 (+0.1514694507305414) | > avg_loss_duration: 2.3452668831898618 (-0.0022873695080107836) | > avg_loss_1: 31.745414000291092 (+0.24374947181114948)  > EPOCH: 641/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:29:15)   --> TIME: 2024-06-11 19:29:23 -- STEP: 19/330 -- GLOBAL_STEP: 299550 | > loss_disc: 2.2826778888702393 (2.3337860358388802) | > loss_disc_real_0: 0.10443712025880814 (0.09770246712785018) | > loss_disc_real_1: 0.16920462250709534 (0.20148097919790367) | > loss_disc_real_2: 0.21313834190368652 (0.209652063877959) | > loss_disc_real_3: 0.21581903100013733 (0.23719721405129685) | > loss_disc_real_4: 0.2356308102607727 (0.23497520151891207) | > loss_disc_real_5: 0.24135835468769073 (0.22561044520453402) | > loss_0: 2.2826778888702393 (2.3337860358388802) | > grad_norm_0: tensor(8.4273, device='cuda:0') (tensor(7.7613, device='cuda:0')) | > loss_gen: 2.4869818687438965 (2.5016177829943205) | > loss_kl: 1.8896986246109009 (1.9152150405080695) | > loss_feat: 7.596158504486084 (6.97605027650532) | > loss_mel: 17.258432388305664 (17.747654864662568) | > loss_duration: 1.979308843612671 (2.066085369963395) | > loss_1: 31.210580825805664 (31.20662357932643) | > grad_norm_1: tensor(47.8116, device='cuda:0') (tensor(80.1185, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.3502 (0.3616138884895726) | > loader_time: 0.0031 (0.0032454540855006166)  --> TIME: 2024-06-11 19:29:32 -- STEP: 44/330 -- GLOBAL_STEP: 299575 | > loss_disc: 2.376826524734497 (2.3191764517263938) | > loss_disc_real_0: 0.1251739114522934 (0.10170794515447183) | > loss_disc_real_1: 0.1643032431602478 (0.19454611228270965) | > loss_disc_real_2: 0.23647737503051758 (0.20906114849177274) | > loss_disc_real_3: 0.25635120272636414 (0.2290452779694037) | > loss_disc_real_4: 0.23925389349460602 (0.22925660996274513) | > loss_disc_real_5: 0.22708533704280853 (0.2179219014942646) | > loss_0: 2.376826524734497 (2.3191764517263938) | > grad_norm_0: tensor(6.5190, device='cuda:0') (tensor(7.5818, device='cuda:0')) | > loss_gen: 2.4896602630615234 (2.503835840658709) | > loss_kl: 1.7475380897521973 (1.9422056674957275) | > loss_feat: 7.892570495605469 (7.038753108544783) | > loss_mel: 17.70009422302246 (17.595308650623668) | > loss_duration: 1.9162945747375488 (2.0159710293466393) | > loss_1: 31.746156692504883 (31.096074321053244) | > grad_norm_1: tensor(110.6550, device='cuda:0') (tensor(75.8524, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.3627 (0.3635599233887412) | > loader_time: 0.0032 (0.0034391609105196867)  --> TIME: 2024-06-11 19:29:42 -- STEP: 69/330 -- GLOBAL_STEP: 299600 | > loss_disc: 2.441577911376953 (2.3236631241397583) | > loss_disc_real_0: 0.13979944586753845 (0.10555849364702252) | > loss_disc_real_1: 0.2057768553495407 (0.19646840661332227) | > loss_disc_real_2: 0.21091049909591675 (0.20793496439422388) | > loss_disc_real_3: 0.21935038268566132 (0.22886414804320404) | > loss_disc_real_4: 0.22423326969146729 (0.23059436830057614) | > loss_disc_real_5: 0.2308189421892166 (0.2189537167981051) | > loss_0: 2.441577911376953 (2.3236631241397583) | > grad_norm_0: tensor(6.6046, device='cuda:0') (tensor(7.5010, device='cuda:0')) | > loss_gen: 2.229810953140259 (2.4923234400541894) | > loss_kl: 1.7625136375427246 (1.9607595429904219) | > loss_feat: 6.256908416748047 (7.010721372521442) | > loss_mel: 16.172639846801758 (17.568364129550222) | > loss_duration: 1.9315392971038818 (2.002307630967403) | > loss_1: 28.353412628173828 (31.034476128177367) | > grad_norm_1: tensor(64.5334, device='cuda:0') (tensor(76.6999, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.37 (0.3700672439906908) | > loader_time: 0.0037 (0.0035594857257345448)  --> TIME: 2024-06-11 19:29:52 -- STEP: 94/330 -- GLOBAL_STEP: 299625 | > loss_disc: 2.319962978363037 (2.3354466367275166) | > loss_disc_real_0: 0.11801581084728241 (0.10710827823966107) | > loss_disc_real_1: 0.21624751389026642 (0.19577969848475554) | > loss_disc_real_2: 0.2323804497718811 (0.20867835952246444) | > loss_disc_real_3: 0.22439058125019073 (0.22945237873082466) | > loss_disc_real_4: 0.2281503975391388 (0.23162009931625205) | > loss_disc_real_5: 0.21909421682357788 (0.2218106704506468) | > loss_0: 2.319962978363037 (2.3354466367275166) | > grad_norm_0: tensor(4.8148, device='cuda:0') (tensor(7.7286, device='cuda:0')) | > loss_gen: 2.3889269828796387 (2.4848987904000794) | > loss_kl: 2.1393685340881348 (1.9635182365458062) | > loss_feat: 6.835564136505127 (7.003106238994192) | > loss_mel: 17.985660552978516 (17.521387110365207) | > loss_duration: 2.003631114959717 (1.9985763557413787) | > loss_1: 31.353153228759766 (30.971486761214884) | > grad_norm_1: tensor(46.3909, device='cuda:0') (tensor(76.8558, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.4101 (0.37247197678748584) | > loader_time: 0.0044 (0.0036805107238444875)  --> TIME: 2024-06-11 19:30:02 -- STEP: 119/330 -- GLOBAL_STEP: 299650 | > loss_disc: 2.405503034591675 (2.336266976444662) | > loss_disc_real_0: 0.14338907599449158 (0.10890714010270704) | > loss_disc_real_1: 0.2327846884727478 (0.19551991727672702) | > loss_disc_real_2: 0.17690588533878326 (0.20849158020079636) | > loss_disc_real_3: 0.22554567456245422 (0.2294447672467272) | > loss_disc_real_4: 0.2331203669309616 (0.23123793066048823) | > loss_disc_real_5: 0.2420341819524765 (0.22236561437113947) | > loss_0: 2.405503034591675 (2.336266976444662) | > grad_norm_0: tensor(4.1549, device='cuda:0') (tensor(7.8740, device='cuda:0')) | > loss_gen: 2.5321102142333984 (2.4894242547139407) | > loss_kl: 2.125791311264038 (1.9718989935241829) | > loss_feat: 7.313755512237549 (7.032519833380435) | > loss_mel: 17.60494041442871 (17.529521116689477) | > loss_duration: 1.9833217859268188 (2.0004517871792586) | > loss_1: 31.559919357299805 (31.023816084661405) | > grad_norm_1: tensor(43.2158, device='cuda:0') (tensor(77.3867, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.3715 (0.3741833362258782) | > loader_time: 0.0041 (0.003786121095929827)  --> TIME: 2024-06-11 19:30:11 -- STEP: 144/330 -- GLOBAL_STEP: 299675 | > loss_disc: 2.4242825508117676 (2.341815794507663) | > loss_disc_real_0: 0.08211513608694077 (0.11049852302918832) | > loss_disc_real_1: 0.19786319136619568 (0.19581928880264365) | > loss_disc_real_2: 0.19089294970035553 (0.20922616062064966) | > loss_disc_real_3: 0.21356700360774994 (0.22927561019443804) | > loss_disc_real_4: 0.2462814897298813 (0.23101866535014576) | > loss_disc_real_5: 0.2427348792552948 (0.22227882490389883) | > loss_0: 2.4242825508117676 (2.341815794507663) | > grad_norm_0: tensor(10.1656, device='cuda:0') (tensor(8.0564, device='cuda:0')) | > loss_gen: 2.3417980670928955 (2.486128252413538) | > loss_kl: 1.9711072444915771 (1.9791057391299143) | > loss_feat: 6.631019592285156 (7.038142697678672) | > loss_mel: 17.271255493164062 (17.511220004823475) | > loss_duration: 2.0078113079071045 (2.0057622235682278) | > loss_1: 30.222991943359375 (31.020359026061165) | > grad_norm_1: tensor(129.9385, device='cuda:0') (tensor(78.8672, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.3992 (0.3754104177157083) | > loader_time: 0.0046 (0.003889860378371345)  --> TIME: 2024-06-11 19:30:21 -- STEP: 169/330 -- GLOBAL_STEP: 299700 | > loss_disc: 2.337465286254883 (2.3487527017762666) | > loss_disc_real_0: 0.11315420269966125 (0.11199884279768847) | > loss_disc_real_1: 0.182049959897995 (0.19663209340276103) | > loss_disc_real_2: 0.21484717726707458 (0.21006402611379793) | > loss_disc_real_3: 0.22500482201576233 (0.22934471185390765) | > loss_disc_real_4: 0.24056167900562286 (0.23070388776663492) | > loss_disc_real_5: 0.252407968044281 (0.22251792066901396) | > loss_0: 2.337465286254883 (2.3487527017762666) | > grad_norm_0: tensor(20.5319, device='cuda:0') (tensor(8.6093, device='cuda:0')) | > loss_gen: 2.661242961883545 (2.4797511128984264) | > loss_kl: 2.056518793106079 (1.9876810890683057) | > loss_feat: 7.0490899085998535 (7.003543831187592) | > loss_mel: 16.64943504333496 (17.503201321031916) | > loss_duration: 2.0506391525268555 (2.0109048538659455) | > loss_1: 30.46692657470703 (30.985082332904522) | > grad_norm_1: tensor(199.0321, device='cuda:0') (tensor(86.1070, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.3944 (0.3771491502163678) | > loader_time: 0.0045 (0.003961111666888175)  --> TIME: 2024-06-11 19:30:31 -- STEP: 194/330 -- GLOBAL_STEP: 299725 | > loss_disc: 2.3170971870422363 (2.3564498645743135) | > loss_disc_real_0: 0.0959259420633316 (0.11377809791988933) | > loss_disc_real_1: 0.18835236132144928 (0.19780547041253949) | > loss_disc_real_2: 0.2268785983324051 (0.2108124833285194) | > loss_disc_real_3: 0.22567372024059296 (0.22986436904091195) | > loss_disc_real_4: 0.22990456223487854 (0.23150778454296367) | > loss_disc_real_5: 0.21223387122154236 (0.22279231880129002) | > loss_0: 2.3170971870422363 (2.3564498645743135) | > grad_norm_0: tensor(5.6707, device='cuda:0') (tensor(9.1089, device='cuda:0')) | > loss_gen: 2.422578811645508 (2.472653794534427) | > loss_kl: 2.03004789352417 (1.9974502620008803) | > loss_feat: 6.1448073387146 (6.988641947815099) | > loss_mel: 16.994293212890625 (17.46437952690517) | > loss_duration: 2.046113967895508 (2.018440759673561) | > loss_1: 29.637840270996094 (30.941566388631603) | > grad_norm_1: tensor(68.3854, device='cuda:0') (tensor(91.6834, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.4061 (0.3799813494239886) | > loader_time: 0.0054 (0.004050967619591152)  --> TIME: 2024-06-11 19:30:42 -- STEP: 219/330 -- GLOBAL_STEP: 299750 | > loss_disc: 2.33036208152771 (2.3586936900604796) | > loss_disc_real_0: 0.12127228081226349 (0.1153962922082644) | > loss_disc_real_1: 0.18569526076316833 (0.19820583676366504) | > loss_disc_real_2: 0.19428575038909912 (0.21058565072000843) | > loss_disc_real_3: 0.2148521989583969 (0.2294413805280102) | > loss_disc_real_4: 0.19537796080112457 (0.23072221596219225) | > loss_disc_real_5: 0.1967167854309082 (0.22240435417112153) | > loss_0: 2.33036208152771 (2.3586936900604796) | > grad_norm_0: tensor(17.0748, device='cuda:0') (tensor(9.8340, device='cuda:0')) | > loss_gen: 2.4376211166381836 (2.4660219438544138) | > loss_kl: 1.9505515098571777 (2.004409480312643) | > loss_feat: 7.13219690322876 (6.979798589122894) | > loss_mel: 17.671035766601562 (17.427084282652963) | > loss_duration: 2.0965065956115723 (2.0256313477476984) | > loss_1: 31.287912368774414 (30.902945749291547) | > grad_norm_1: tensor(303.6822, device='cuda:0') (tensor(103.8239, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.4133 (0.3829931254800596) | > loader_time: 0.0058 (0.0041692899242383695)  --> TIME: 2024-06-11 19:30:52 -- STEP: 244/330 -- GLOBAL_STEP: 299775 | > loss_disc: 2.3507821559906006 (2.3584146421463754) | > loss_disc_real_0: 0.199273481965065 (0.11661474180758977) | > loss_disc_real_1: 0.15898220241069794 (0.19812225251168505) | > loss_disc_real_2: 0.24581876397132874 (0.21075963009087767) | > loss_disc_real_3: 0.2508876919746399 (0.22963199233178233) | > loss_disc_real_4: 0.25522422790527344 (0.23059754091940943) | > loss_disc_real_5: 0.2147236466407776 (0.2219681920575314) | > loss_0: 2.3507821559906006 (2.3584146421463754) | > grad_norm_0: tensor(63.3010, device='cuda:0') (tensor(12.5405, device='cuda:0')) | > loss_gen: 2.482372999191284 (2.4700921803224274) | > loss_kl: 1.9420086145401 (2.00659973455257) | > loss_feat: 6.15455436706543 (6.972810071022784) | > loss_mel: 15.673116683959961 (17.375353523942277) | > loss_duration: 2.037374496459961 (2.0345227195591233) | > loss_1: 28.289426803588867 (30.859378337860107) | > grad_norm_1: tensor(374.1933, device='cuda:0') (tensor(130.6543, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.4366 (0.386605082965288) | > loader_time: 0.0053 (0.004288596207978295)  --> TIME: 2024-06-11 19:31:04 -- STEP: 269/330 -- GLOBAL_STEP: 299800 | > loss_disc: 2.2986483573913574 (2.3580553469604713) | > loss_disc_real_0: 0.10877180844545364 (0.11583049379316848) | > loss_disc_real_1: 0.22770929336547852 (0.1988354598944072) | > loss_disc_real_2: 0.20175997912883759 (0.21087601786430885) | > loss_disc_real_3: 0.22597220540046692 (0.2294414984581639) | > loss_disc_real_4: 0.24930068850517273 (0.23063657302617144) | > loss_disc_real_5: 0.24653808772563934 (0.22209610787244538) | > loss_0: 2.2986483573913574 (2.3580553469604713) | > grad_norm_0: tensor(23.0983, device='cuda:0') (tensor(14.0945, device='cuda:0')) | > loss_gen: 2.608034610748291 (2.4826906613700888) | > loss_kl: 1.9377658367156982 (2.010558315812433) | > loss_feat: 8.379120826721191 (7.022406751781591) | > loss_mel: 17.39104461669922 (17.35640485401932) | > loss_duration: 2.1436495780944824 (2.0426585652128035) | > loss_1: 32.45961380004883 (30.914719216442464) | > grad_norm_1: tensor(566.9420, device='cuda:0') (tensor(156.0746, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.449 (0.3906909019087327) | > loader_time: 0.0062 (0.004439695173922967)  --> TIME: 2024-06-11 19:31:15 -- STEP: 294/330 -- GLOBAL_STEP: 299825 | > loss_disc: 2.3941569328308105 (2.3595934903540567) | > loss_disc_real_0: 0.07667917758226395 (0.11786941464255456) | > loss_disc_real_1: 0.22483952343463898 (0.1990605118830188) | > loss_disc_real_2: 0.21455813944339752 (0.21097847525359825) | > loss_disc_real_3: 0.23515008389949799 (0.22952796726607952) | > loss_disc_real_4: 0.25980663299560547 (0.2298610691918808) | > loss_disc_real_5: 0.23769299685955048 (0.22136753295757333) | > loss_0: 2.3941569328308105 (2.3595934903540567) | > grad_norm_0: tensor(55.3311, device='cuda:0') (tensor(17.7377, device='cuda:0')) | > loss_gen: 2.398439407348633 (2.4882188224468096) | > loss_kl: 2.103893280029297 (2.0139102611411985) | > loss_feat: 7.429497241973877 (7.024653905102996) | > loss_mel: 16.949949264526367 (17.296931834447943) | > loss_duration: 2.19958758354187 (2.052679119061452) | > loss_1: 31.08136558532715 (30.87639401883495) | > grad_norm_1: tensor(643.9849, device='cuda:0') (tensor(182.2108, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.4708 (0.3962674668046081) | > loader_time: 0.0061 (0.004606615929376511)  --> TIME: 2024-06-11 19:31:28 -- STEP: 319/330 -- GLOBAL_STEP: 299850 | > loss_disc: 2.2915236949920654 (2.363529796510652) | > loss_disc_real_0: 0.1258450150489807 (0.11905701967616067) | > loss_disc_real_1: 0.1943007856607437 (0.19955077005964839) | > loss_disc_real_2: 0.20311148464679718 (0.21107540594933552) | > loss_disc_real_3: 0.24347823858261108 (0.2297064438228697) | > loss_disc_real_4: 0.2386552095413208 (0.23011345213109796) | > loss_disc_real_5: 0.20798738300800323 (0.22145442487117264) | > loss_0: 2.2915236949920654 (2.363529796510652) | > grad_norm_0: tensor(19.2274, device='cuda:0') (tensor(18.1955, device='cuda:0')) | > loss_gen: 2.602480173110962 (2.483949026717661) | > loss_kl: 2.0728600025177 (2.017690899977489) | > loss_feat: 8.444259643554688 (7.043963587769894) | > loss_mel: 16.710100173950195 (17.249236259340865) | > loss_duration: 2.2410011291503906 (2.0663722760998744) | > loss_1: 32.070701599121094 (30.86121211754491) | > grad_norm_1: tensor(289.7906, device='cuda:0') (tensor(192.3175, device='cuda:0')) | > current_lr_0: 0.0001845992682930899 | > current_lr_1: 0.0001845992682930899 | > step_time: 0.5699 (0.4056926760180242) | > loader_time: 0.0084 (0.004824066610545572)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.589707374572754 (2.589707374572754) | > loss_disc_real_0: 0.1346420794725418 (0.1346420794725418) | > loss_disc_real_1: 0.27162444591522217 (0.27162444591522217) | > loss_disc_real_2: 0.2324228137731552 (0.2324228137731552) | > loss_disc_real_3: 0.2417917400598526 (0.2417917400598526) | > loss_disc_real_4: 0.26463547348976135 (0.26463547348976135) | > loss_disc_real_5: 0.30829179286956787 (0.30829179286956787) | > loss_0: 2.589707374572754 (2.589707374572754) | > loss_gen: 2.2717278003692627 (2.2717278003692627) | > loss_kl: 2.720156192779541 (2.720156192779541) | > loss_feat: 5.753514766693115 (5.753514766693115) | > loss_mel: 17.580913543701172 (17.580913543701172) | > loss_duration: 3.0297203063964844 (3.0297203063964844) | > loss_1: 31.356033325195312 (31.356033325195312)  --> STEP: 1 | > loss_disc: 2.312145709991455 (2.312145709991455) | > loss_disc_real_0: 0.05500505119562149 (0.05500505119562149) | > loss_disc_real_1: 0.25146484375 (0.25146484375) | > loss_disc_real_2: 0.19365984201431274 (0.19365984201431274) | > loss_disc_real_3: 0.24087436497211456 (0.24087436497211456) | > loss_disc_real_4: 0.20195375382900238 (0.20195375382900238) | > loss_disc_real_5: 0.25764256715774536 (0.25764256715774536) | > loss_0: 2.312145709991455 (2.312145709991455) | > loss_gen: 2.408013343811035 (2.408013343811035) | > loss_kl: 2.6016244888305664 (2.6016244888305664) | > loss_feat: 5.138393402099609 (5.138393402099609) | > loss_mel: 18.710927963256836 (18.710927963256836) | > loss_duration: 2.466538667678833 (2.466538667678833) | > loss_1: 31.325498580932617 (31.325498580932617)  --> STEP: 2 | > loss_disc: 2.262523651123047 (2.287334680557251) | > loss_disc_real_0: 0.047404155135154724 (0.05120460316538811) | > loss_disc_real_1: 0.24372434616088867 (0.24759459495544434) | > loss_disc_real_2: 0.19048252701759338 (0.19207118451595306) | > loss_disc_real_3: 0.20963427424430847 (0.22525431960821152) | > loss_disc_real_4: 0.22380582988262177 (0.21287979185581207) | > loss_disc_real_5: 0.2807673513889313 (0.2692049592733383) | > loss_0: 2.262523651123047 (2.287334680557251) | > loss_gen: 2.451663017272949 (2.429838180541992) | > loss_kl: 2.891150712966919 (2.7463876008987427) | > loss_feat: 6.998767852783203 (6.068580627441406) | > loss_mel: 19.301973342895508 (19.006450653076172) | > loss_duration: 2.4235572814941406 (2.445047974586487) | > loss_1: 34.06711196899414 (32.69630527496338)  --> STEP: 3 | > loss_disc: 2.295466184616089 (2.290045181910197) | > loss_disc_real_0: 0.11375110596418381 (0.07205343743165334) | > loss_disc_real_1: 0.29676374793052673 (0.2639843126138051) | > loss_disc_real_2: 0.1611209660768509 (0.18175444503625235) | > loss_disc_real_3: 0.20352321863174438 (0.21801061928272247) | > loss_disc_real_4: 0.19860303401947021 (0.20812087257703146) | > loss_disc_real_5: 0.20395603775978088 (0.24745531876881918) | > loss_0: 2.295466184616089 (2.290045181910197) | > loss_gen: 2.482792615890503 (2.4474896589914956) | > loss_kl: 3.7527196407318115 (3.081831614176432) | > loss_feat: 7.802940368652344 (6.646700541178386) | > loss_mel: 17.380985260009766 (18.46462885538737) | > loss_duration: 2.355513572692871 (2.4152031739552817) | > loss_1: 33.77495193481445 (33.055854161580406)  --> STEP: 4 | > loss_disc: 2.237654685974121 (2.276947557926178) | > loss_disc_real_0: 0.11992108821868896 (0.08402035012841225) | > loss_disc_real_1: 0.2826519012451172 (0.26865120977163315) | > loss_disc_real_2: 0.22288133203983307 (0.19203616678714752) | > loss_disc_real_3: 0.18692024052143097 (0.2102380245923996) | > loss_disc_real_4: 0.11125338077545166 (0.1839039996266365) | > loss_disc_real_5: 0.14951476454734802 (0.22297018021345139) | > loss_0: 2.237654685974121 (2.276947557926178) | > loss_gen: 2.4590373039245605 (2.450376570224762) | > loss_kl: 3.6719255447387695 (3.2293550968170166) | > loss_feat: 9.145576477050781 (7.271419525146484) | > loss_mel: 17.267505645751953 (18.165348052978516) | > loss_duration: 2.376478910446167 (2.405522108078003) | > loss_1: 34.92052459716797 (33.522021770477295)  --> STEP: 5 | > loss_disc: 2.840052604675293 (2.389568567276001) | > loss_disc_real_0: 0.29374703764915466 (0.12596568763256072) | > loss_disc_real_1: 0.3061012923717499 (0.2761412262916565) | > loss_disc_real_2: 0.25965479016304016 (0.20555989146232606) | > loss_disc_real_3: 0.2861555516719818 (0.22542153000831605) | > loss_disc_real_4: 0.2878880202770233 (0.20470080375671387) | > loss_disc_real_5: 0.31012600660324097 (0.2404013454914093) | > loss_0: 2.840052604675293 (2.389568567276001) | > loss_gen: 2.3281803131103516 (2.42593731880188) | > loss_kl: 2.534951686859131 (3.0904744148254393) | > loss_feat: 5.091088771820068 (6.835353374481201) | > loss_mel: 18.14337730407715 (18.16095390319824) | > loss_duration: 2.407132148742676 (2.4058441162109374) | > loss_1: 30.504730224609375 (32.91856346130371)  --> STEP: 6 | > loss_disc: 2.387965440750122 (2.389301379521688) | > loss_disc_real_0: 0.07672037929296494 (0.1177581362426281) | > loss_disc_real_1: 0.2448166161775589 (0.2709204579393069) | > loss_disc_real_2: 0.169280007481575 (0.19951324413220087) | > loss_disc_real_3: 0.23874585330486298 (0.22764225055774054) | > loss_disc_real_4: 0.2744680941104889 (0.21632868548234305) | > loss_disc_real_5: 0.28949084877967834 (0.24858292937278748) | > loss_0: 2.387965440750122 (2.389301379521688) | > loss_gen: 2.3048856258392334 (2.405762036641439) | > loss_kl: 3.2506754398345947 (3.117174585660299) | > loss_feat: 5.790472984313965 (6.661206642786662) | > loss_mel: 17.841711044311523 (18.107746760050457) | > loss_duration: 2.193453550338745 (2.3704456885655723) | > loss_1: 31.381196975708008 (32.66233571370443)  --> STEP: 7 | > loss_disc: 2.2218780517578125 (2.3653837612697055) | > loss_disc_real_0: 0.12061884254217148 (0.11816680857113429) | > loss_disc_real_1: 0.26895830035209656 (0.27064014971256256) | > loss_disc_real_2: 0.18907229602336884 (0.19802168011665344) | > loss_disc_real_3: 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2.304725170135498 (2.3578014373779297) | > loss_gen: 2.721977472305298 (2.485545575618744) | > loss_kl: 3.3164849281311035 (3.3236951529979706) | > loss_feat: 8.337553977966309 (6.811239063739777) | > loss_mel: 19.515666961669922 (18.1001033782959) | > loss_duration: 2.2960424423217773 (2.3742745220661163) | > loss_1: 36.18772888183594 (33.094858169555664)  --> STEP: 9 | > loss_disc: 2.607365608215332 (2.3855307896931968) | > loss_disc_real_0: 0.20621702075004578 (0.13874837425020006) | > loss_disc_real_1: 0.30940887331962585 (0.2693631715244717) | > loss_disc_real_2: 0.1976032704114914 (0.19860034518771702) | > loss_disc_real_3: 0.24188825488090515 (0.23264381455050576) | > loss_disc_real_4: 0.22382773458957672 (0.22379432121912637) | > loss_disc_real_5: 0.24103763699531555 (0.24124540057447222) | > loss_0: 2.607365608215332 (2.3855307896931968) | > loss_gen: 2.3043248653411865 (2.46540994114346) | > loss_kl: 2.3765177726745605 (3.218453221850925) | > loss_feat: 6.657715320587158 (6.794180870056152) | > loss_mel: 17.966615676879883 (18.085271411471897) | > loss_duration: 2.1910643577575684 (2.3539178371429443) | > loss_1: 31.496238708496094 (32.91723378499349)  --> STEP: 10 | > loss_disc: 2.565598249435425 (2.4035375356674193) | > loss_disc_real_0: 0.18126274645328522 (0.14299981147050858) | > loss_disc_real_1: 0.2251346856355667 (0.26494032293558123) | > loss_disc_real_2: 0.18423578143119812 (0.19716388881206512) | > loss_disc_real_3: 0.22422371804714203 (0.23180180490016938) | > loss_disc_real_4: 0.25608956813812256 (0.227023845911026) | > loss_disc_real_5: 0.2564847767353058 (0.24276933819055557) | > loss_0: 2.565598249435425 (2.4035375356674193) | > loss_gen: 2.048593044281006 (2.4237282514572143) | > loss_kl: 2.5940797328948975 (3.1560158729553223) | > loss_feat: 3.5579628944396973 (6.470559072494507) | > loss_mel: 11.490029335021973 (17.425747203826905) | > loss_duration: 2.3495078086853027 (2.3534768342971804) | > loss_1: 22.040172576904297 (31.82952766418457)  --> STEP: 11 | > loss_disc: 2.846644878387451 (2.4438200213692407) | > loss_disc_real_0: 0.1731407642364502 (0.14573989808559418) | > loss_disc_real_1: 0.3083514869213104 (0.26888679238882934) | > loss_disc_real_2: 0.23352724313735962 (0.2004696482961828) | > loss_disc_real_3: 0.28853243589401245 (0.23695913499051874) | > loss_disc_real_4: 0.28936001658439636 (0.23269077051769604) | > loss_disc_real_5: 0.32953253388404846 (0.2506569014354186) | > loss_0: 2.846644878387451 (2.4438200213692407) | > loss_gen: 2.2825722694396973 (2.410895889455622) | > loss_kl: 3.5093607902526855 (3.1881381381641734) | > loss_feat: 5.623086452484131 (6.3935161070390185) | > loss_mel: 17.688013076782227 (17.44958955591375) | > loss_duration: 2.5228888988494873 (2.3688779310746626) | > loss_1: 31.62592124938965 (31.811017990112305)  --> STEP: 12 | > loss_disc: 2.5292606353759766 (2.450940072536469) | > loss_disc_real_0: 0.10852113366127014 (0.14263833438356718) | > loss_disc_real_1: 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loss_disc_real_4: 0.24162405729293823 (0.23424358092821562) | > loss_disc_real_5: 0.31280359625816345 (0.2539649766225081) | > loss_0: 2.5371923446655273 (2.457574862700243) | > loss_gen: 2.2198071479797363 (2.3771132872654843) | > loss_kl: 3.5348060131073 (3.1657515855935903) | > loss_feat: 5.568743705749512 (6.26953018628634) | > loss_mel: 15.947176933288574 (17.330279276921196) | > loss_duration: 2.2631783485412598 (2.3524341950049767) | > loss_1: 29.53371238708496 (31.495108824509842)  --> STEP: 14 | > loss_disc: 2.1351451873779297 (2.434544171605792) | > loss_disc_real_0: 0.08651132881641388 (0.13699854271752493) | > loss_disc_real_1: 0.2257428765296936 (0.2669232881494931) | > loss_disc_real_2: 0.171814426779747 (0.19585223815270833) | > loss_disc_real_3: 0.19081230461597443 (0.23281609692743846) | > loss_disc_real_4: 0.13821342587471008 (0.2273842841386795) | > loss_disc_real_5: 0.14324244856834412 (0.24605622461863927) | > loss_0: 2.1351451873779297 (2.434544171605792) | > loss_gen: 2.3735122680664062 (2.3768560716084073) | > loss_kl: 3.600738048553467 (3.1968220472335815) | > loss_feat: 6.926828384399414 (6.31648005758013) | > loss_mel: 19.8658447265625 (17.511391094752717) | > loss_duration: 2.3871359825134277 (2.354912894112723) | > loss_1: 35.154056549072266 (31.756462233407156)  --> STEP: 15 | > loss_disc: 2.65871524810791 (2.4494889100392663) | > loss_disc_real_0: 0.1708889901638031 (0.13925790588061016) | > loss_disc_real_1: 0.2783888876438141 (0.2676876614491145) | > loss_disc_real_2: 0.134028360247612 (0.19173064629236858) | > loss_disc_real_3: 0.19564701616764069 (0.2303381582101186) | > loss_disc_real_4: 0.21560551226139069 (0.22659903268019357) | > loss_disc_real_5: 0.22538521885871887 (0.2446781575679779) | > loss_0: 2.65871524810791 (2.4494889100392663) | > loss_gen: 2.0619945526123047 (2.355865303675334) | > loss_kl: 3.3085243701934814 (3.2042688687642413) | > loss_feat: 7.580716609954834 (6.400762494405111) | > loss_mel: 18.342241287231445 (17.56678110758463) | > loss_duration: 2.374372959136963 (2.356210231781006) | > loss_1: 33.667850494384766 (31.88388811747233)  --> STEP: 16 | > loss_disc: 2.5320091247558594 (2.4546464234590535) | > loss_disc_real_0: 0.1346404254436493 (0.1389693133533001) | > loss_disc_real_1: 0.23669356107711792 (0.2657505301758647) | > loss_disc_real_2: 0.18856774270534515 (0.1915329648181796) | > loss_disc_real_3: 0.250546932220459 (0.23160120658576488) | > loss_disc_real_4: 0.22294402122497559 (0.22637059446424246) | > loss_disc_real_5: 0.22603440284729004 (0.2435129228979349) | > loss_0: 2.5320091247558594 (2.4546464234590535) | > loss_gen: 2.0436160564422607 (2.3363497257232666) | > loss_kl: 2.520329713821411 (3.1615226715803146) | > loss_feat: 6.67206335067749 (6.417718797922134) | > loss_mel: 15.198558807373047 (17.418767213821408) | > loss_duration: 2.360628843307495 (2.3564863950014114) | > loss_1: 28.795196533203125 (31.690844893455505)  --> STEP: 17 | > loss_disc: 2.443129539489746 (2.453968959696153) | > loss_disc_real_0: 0.16487741470336914 (0.14049331931506887) | > loss_disc_real_1: 0.2596420645713806 (0.26539120866971855) | > loss_disc_real_2: 0.24845868349075317 (0.19488153650480158) | > loss_disc_real_3: 0.27491945028305054 (0.23414933856795817) | > loss_disc_real_4: 0.28141114115715027 (0.22960827368147232) | > loss_disc_real_5: 0.26577749848365784 (0.24482260381474213) | > loss_0: 2.443129539489746 (2.453968959696153) | > loss_gen: 2.7484500408172607 (2.3605909207287956) | > loss_kl: 2.6729631423950195 (3.1327838757458855) | > loss_feat: 6.266956806182861 (6.408850445466883) | > loss_mel: 17.526464462280273 (17.425102346083694) | > loss_duration: 2.444859504699707 (2.3616848132189583) | > loss_1: 31.65969467163086 (31.68901252746582)  --> STEP: 18 | > loss_disc: 2.310910701751709 (2.4460212786992397) | > loss_disc_real_0: 0.14193828403949738 (0.14057359513309267) | > loss_disc_real_1: 0.2464538961648941 (0.2643391357527839) | > loss_disc_real_2: 0.18555447459220886 (0.19436336639854643) | > loss_disc_real_3: 0.17450687289237976 (0.23083586825264824) | > loss_disc_real_4: 0.17848290503025055 (0.22676797542307112) | > loss_disc_real_5: 0.24627408385276794 (0.24490324159463248) | > loss_0: 2.310910701751709 (2.4460212786992397) | > loss_gen: 2.5783474445343018 (2.372688505384657) | > loss_kl: 2.680992841720581 (3.107684373855591) | > loss_feat: 8.804576873779297 (6.541946358150906) | > loss_mel: 17.306499481201172 (17.418513298034664) | > loss_duration: 2.2403135299682617 (2.354941964149475) | > loss_1: 33.6107292175293 (31.79577456580268)  --> STEP: 19 | > loss_disc: 2.792447328567505 (2.4642542286923064) | > loss_disc_real_0: 0.24793462455272675 (0.1462241756288629) | > loss_disc_real_1: 0.2563853859901428 (0.26392051734422384) | > loss_disc_real_2: 0.19569715857505798 (0.19443356598678388) | > loss_disc_real_3: 0.192159503698349 (0.22880027011821144) | > loss_disc_real_4: 0.21785975992679596 (0.22629912197589874) | > loss_disc_real_5: 0.27307814359664917 (0.246386131173686) | > loss_0: 2.792447328567505 (2.4642542286923064) | > loss_gen: 2.218201160430908 (2.3645575924923548) | > loss_kl: 1.7457458972930908 (3.036003401404933) | > loss_feat: 9.69258975982666 (6.7077696950812085) | > loss_mel: 18.687660217285156 (17.485310504311006) | > loss_duration: 2.374507427215576 (2.35597172536348) | > loss_1: 34.71870422363281 (31.94961296884637)  --> STEP: 20 | > loss_disc: 2.359729528427124 (2.4590279936790473) | > loss_disc_real_0: 0.14722606539726257 (0.14627427011728286) | > loss_disc_real_1: 0.224995419383049 (0.26197426244616506) | > loss_disc_real_2: 0.19236232340335846 (0.19433000385761262) | > loss_disc_real_3: 0.19285370409488678 (0.22700294181704522) | > loss_disc_real_4: 0.20948944985866547 (0.22545863837003707) | > loss_disc_real_5: 0.2251393049955368 (0.2453237898647785) | > loss_0: 2.359729528427124 (2.4590279936790473) | > loss_gen: 2.235520124435425 (2.3581057190895085) | > loss_kl: 2.395327568054199 (3.0039696097373962) | > loss_feat: 6.644607067108154 (6.7046115636825565) | > loss_mel: 18.360105514526367 (17.529050254821776) | > loss_duration: 2.3154971599578857 (2.3539479970932002) | > loss_1: 31.9510555267334 (31.949685096740723)  --> STEP: 21 | > loss_disc: 2.572387933731079 (2.4644260860624776) | > loss_disc_real_0: 0.14456617832183838 (0.1461929324127379) | > loss_disc_real_1: 0.37975847721099854 (0.26758303457782384) | > loss_disc_real_2: 0.1800655722618103 (0.19365074521019346) | > loss_disc_real_3: 0.21213935315608978 (0.22629515188080923) | > loss_disc_real_4: 0.20950214564800262 (0.22469880538327353) | > loss_disc_real_5: 0.20723973214626312 (0.243510263306754) | > loss_0: 2.572387933731079 (2.4644260860624776) | > loss_gen: 2.3728599548339844 (2.3588083017440074) | > loss_kl: 2.340636968612671 (2.9723823411124095) | > loss_feat: 6.04588508605957 (6.6732436361767) | > loss_mel: 15.677638053894043 (17.440887769063313) | > loss_duration: 2.1642251014709473 (2.3449135734921405) | > loss_1: 28.60124397277832 (31.79023551940918)  --> STEP: 22 | > loss_disc: 2.3703126907348633 (2.4601482044566767) | > loss_disc_real_0: 0.17324323952198029 (0.14742249182679437) | > loss_disc_real_1: 0.23411878943443298 (0.26606193252585153) | > loss_disc_real_2: 0.2012658268213272 (0.19399688528342682) | > loss_disc_real_3: 0.23446249961853027 (0.22666639495979657) | > loss_disc_real_4: 0.2658900320529938 (0.2265711338682608) | > loss_disc_real_5: 0.23456288874149323 (0.24310356446287848) | > loss_0: 2.3703126907348633 (2.4601482044566767) | > loss_gen: 2.691669464111328 (2.3739383545788857) | > loss_kl: 2.2021143436431885 (2.9373701594092627) | > loss_feat: 8.031291007995605 (6.734973062168468) | > loss_mel: 17.664306640625 (17.45104317231612) | > loss_duration: 2.218611240386963 (2.3391725583509957) | > loss_1: 32.8079948425293 (31.83649730682373)  --> STEP: 23 | > loss_disc: 2.60528564453125 (2.46645852793818) | > loss_disc_real_0: 0.12969310581684113 (0.1466516489567964) | > loss_disc_real_1: 0.2833769917488098 (0.26681476118771924) | > loss_disc_real_2: 0.21344418823719025 (0.19484242019446) | > loss_disc_real_3: 0.27150437235832214 (0.22861587223799332) | > loss_disc_real_4: 0.27468618750572205 (0.22866309272206348) | > loss_disc_real_5: 0.3164324462413788 (0.24629177671411764) | > loss_0: 2.60528564453125 (2.46645852793818) | > loss_gen: 2.2615058422088623 (2.3690499844758413) | > loss_kl: 2.501589775085449 (2.918423186177793) | > loss_feat: 4.586489677429199 (6.641560741092848) | > loss_mel: 15.411052703857422 (17.362347934557043) | > loss_duration: 2.2688684463500977 (2.3361158578292174) | > loss_1: 27.02950668334961 (31.62749771449877)  --> STEP: 24 | > loss_disc: 2.5055274963378906 (2.4680864016215014) | > loss_disc_real_0: 0.22014805674552917 (0.14971399928132692) | > loss_disc_real_1: 0.2566385865211487 (0.26639075390994543) | > loss_disc_real_2: 0.24114568531513214 (0.19677172290782133) | > loss_disc_real_3: 0.25287485122680664 (0.22962666302919388) | > loss_disc_real_4: 0.22220264375209808 (0.2283939073483149) | > loss_disc_real_5: 0.25392135977745056 (0.24660967600842318) | > loss_0: 2.5055274963378906 (2.4680864016215014) | > loss_gen: 2.4728925228118896 (2.37337675690651) | > loss_kl: 2.754448890686035 (2.9115909238656363) | > loss_feat: 5.891688823699951 (6.610316077868144) | > loss_mel: 17.143829345703125 (17.353242993354797) | > loss_duration: 2.42842173576355 (2.3399619360764814) | > loss_1: 30.691280364990234 (31.588488658269245)  --> STEP: 25 | > loss_disc: 2.5710067749023438 (2.472203216552735) | > loss_disc_real_0: 0.19084838032722473 (0.15135937452316284) | > loss_disc_real_1: 0.31860974431037903 (0.2684795135259628) | > loss_disc_real_2: 0.18479108810424805 (0.1962924975156784) | > loss_disc_real_3: 0.27509805560112 (0.23144551873207092) | > loss_disc_real_4: 0.2407408356666565 (0.22888778448104857) | > loss_disc_real_5: 0.3321106433868408 (0.2500297147035599) | > loss_0: 2.5710067749023438 (2.472203216552735) | > loss_gen: 2.5739212036132812 (2.381398534774781) | > loss_kl: 2.5031421184539795 (2.8952529716491697) | > loss_feat: 5.6065473556518555 (6.570165328979492) | > loss_mel: 14.141962051391602 (17.224791755676268) | > loss_duration: 2.3884501457214355 (2.3419014644622798) | > loss_1: 27.21402359008789 (31.41351005554199)  --> STEP: 26 | > loss_disc: 2.9296045303344727 (2.489795574775109) | > loss_disc_real_0: 0.13354231417179108 (0.150674102971187) | > loss_disc_real_1: 0.18954917788505554 (0.26544373138592786) | > loss_disc_real_2: 0.21134279668331146 (0.19687135517597198) | > loss_disc_real_3: 0.25162217020988464 (0.2322215437889099) | > loss_disc_real_4: 0.18328455090522766 (0.22713381395890161) | > loss_disc_real_5: 0.3141658306121826 (0.25249648839235306) | > loss_0: 2.9296045303344727 (2.489795574775109) | > loss_gen: 2.2368836402893066 (2.3758402696022625) | > loss_kl: 2.310682535171509 (2.872769493323106) | > loss_feat: 13.301027297973633 (6.829044635479267) | > loss_mel: 20.145828247070312 (17.337139313037575) | > loss_duration: 2.3329968452453613 (2.341558979107783) | > loss_1: 40.32741928100586 (31.756352718059834) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024725840641902043 (-1.1095633873571716e-06) | > avg_loss_disc: 2.489795574775109 (+0.03967131101168109) | > avg_loss_disc_real_0: 0.150674102971187 (+0.009502154416762859) | > avg_loss_disc_real_1: 0.26544373138592786 (+0.024060929623933858) | > avg_loss_disc_real_2: 0.19687135517597198 (-0.06827307091309476) | > avg_loss_disc_real_3: 0.2322215437889099 (-0.015625883753483116) | > avg_loss_disc_real_4: 0.22713381395890161 (-0.007479938750083653) | > avg_loss_disc_real_5: 0.25249648839235306 (+0.026961472745125115) | > avg_loss_0: 2.489795574775109 (+0.03967131101168109) | > avg_loss_gen: 2.3758402696022625 (-0.048759827247032206) | > avg_loss_kl: 2.872769493323106 (-0.07489317197066114) | > avg_loss_feat: 6.829044635479267 (+0.17311662894028945) | > avg_loss_mel: 17.337139313037575 (-0.03481736549964509) | > avg_loss_duration: 2.341558979107783 (-0.0037079040820788833) | > avg_loss_1: 31.756352718059834 (+0.010938717768741668)  > EPOCH: 642/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:31:54)   --> TIME: 2024-06-11 19:32:01 -- STEP: 14/330 -- GLOBAL_STEP: 299875 | > loss_disc: 2.4106550216674805 (2.3600241116115024) | > loss_disc_real_0: 0.10883133858442307 (0.1083383597433567) | > loss_disc_real_1: 0.22607241570949554 (0.1992564414228712) | > loss_disc_real_2: 0.18928100168704987 (0.21470013686588832) | > loss_disc_real_3: 0.22038300335407257 (0.22328061716897146) | > loss_disc_real_4: 0.2357960343360901 (0.2329448355095727) | > loss_disc_real_5: 0.20231099426746368 (0.22458800779921667) | > loss_0: 2.4106550216674805 (2.3600241116115024) | > grad_norm_0: tensor(19.7941, device='cuda:0') (tensor(8.0519, device='cuda:0')) | > loss_gen: 2.4166886806488037 (2.4391560724803374) | > loss_kl: 2.014173746109009 (1.9367449964795793) | > loss_feat: 7.053942680358887 (6.900317737034389) | > loss_mel: 16.794662475585938 (17.66898972647531) | > loss_duration: 2.036953926086426 (2.0915877052715848) | > loss_1: 30.316421508789062 (31.036795616149902) | > grad_norm_1: tensor(152.5432, device='cuda:0') (tensor(84.8874, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3838 (0.3633356775556292) | > loader_time: 0.0034 (0.003147772380283901)  --> TIME: 2024-06-11 19:32:10 -- STEP: 39/330 -- GLOBAL_STEP: 299900 | > loss_disc: 2.2986345291137695 (2.341846618896876) | > loss_disc_real_0: 0.10311342775821686 (0.10548890019074464) | > loss_disc_real_1: 0.17791041731834412 (0.19784754896775272) | > loss_disc_real_2: 0.20820824801921844 (0.21235454426361963) | > loss_disc_real_3: 0.2122117578983307 (0.2260071956194364) | > loss_disc_real_4: 0.23511655628681183 (0.2334477301591482) | > loss_disc_real_5: 0.1921764612197876 (0.224687730272611) | > loss_0: 2.2986345291137695 (2.341846618896876) | > grad_norm_0: tensor(8.4278, device='cuda:0') (tensor(7.8508, device='cuda:0')) | > loss_gen: 2.472538471221924 (2.490402545684423) | > loss_kl: 1.9624496698379517 (1.9395135060334816) | > loss_feat: 7.071829319000244 (6.984336363963592) | > loss_mel: 17.00063133239746 (17.5467762091221) | > loss_duration: 2.00980806350708 (2.0268012529764423) | > loss_1: 30.517255783081055 (30.987829795250526) | > grad_norm_1: tensor(33.9952, device='cuda:0') (tensor(78.8053, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3606 (0.3619522865001972) | > loader_time: 0.0039 (0.0033332201150747445)  --> TIME: 2024-06-11 19:32:19 -- STEP: 64/330 -- GLOBAL_STEP: 299925 | > loss_disc: 2.3341355323791504 (2.34658407047391) | > loss_disc_real_0: 0.08177414536476135 (0.10655436082743108) | > loss_disc_real_1: 0.19211283326148987 (0.1988804521970451) | > loss_disc_real_2: 0.237732395529747 (0.2116897809319198) | > loss_disc_real_3: 0.21644122898578644 (0.2271647364832461) | > loss_disc_real_4: 0.2181035876274109 (0.2302446197718382) | > loss_disc_real_5: 0.22037164866924286 (0.2242133894469589) | > loss_0: 2.3341355323791504 (2.34658407047391) | > grad_norm_0: tensor(11.5533, device='cuda:0') (tensor(8.1902, device='cuda:0')) | > loss_gen: 2.452990770339966 (2.4756097681820393) | > loss_kl: 2.0616390705108643 (1.9448096249252558) | > loss_feat: 6.696203231811523 (6.986307360231876) | > loss_mel: 17.36219024658203 (17.603584975004203) | > loss_duration: 1.9957184791564941 (2.0065101720392704) | > loss_1: 30.568742752075195 (31.016821920871735) | > grad_norm_1: tensor(144.8479, device='cuda:0') (tensor(88.6871, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3554 (0.3635074831545353) | > loader_time: 0.0041 (0.003535948693752289)  --> TIME: 2024-06-11 19:32:29 -- STEP: 89/330 -- GLOBAL_STEP: 299950 | > loss_disc: 2.2882895469665527 (2.35129982166076) | > loss_disc_real_0: 0.11542697995901108 (0.10914495059948288) | > loss_disc_real_1: 0.17675842344760895 (0.19803118103005918) | > loss_disc_real_2: 0.20466472208499908 (0.21111323023110293) | > loss_disc_real_3: 0.20375429093837738 (0.22765549682499317) | > loss_disc_real_4: 0.2087053656578064 (0.23128067710426417) | > loss_disc_real_5: 0.17404969036579132 (0.22477216750718235) | > loss_0: 2.2882895469665527 (2.35129982166076) | > grad_norm_0: tensor(7.4044, device='cuda:0') (tensor(8.0154, device='cuda:0')) | > loss_gen: 2.3940491676330566 (2.4772864325662667) | > loss_kl: 2.039102077484131 (1.964411668563157) | > loss_feat: 7.282413005828857 (6.989260828896855) | > loss_mel: 17.648412704467773 (17.574193997329544) | > loss_duration: 2.0157485008239746 (2.0002444982528687) | > loss_1: 31.37972640991211 (31.005397453736723) | > grad_norm_1: tensor(58.3378, device='cuda:0') (tensor(83.7556, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3694 (0.3652442144543937) | > loader_time: 0.0035 (0.0035952182298295953)  --> TIME: 2024-06-11 19:32:38 -- STEP: 114/330 -- GLOBAL_STEP: 299975 | > loss_disc: 2.3719706535339355 (2.353259747488457) | > loss_disc_real_0: 0.09309886395931244 (0.11111473324790336) | > loss_disc_real_1: 0.20448733866214752 (0.1972087153740097) | > loss_disc_real_2: 0.22657443583011627 (0.2106253583180277) | > loss_disc_real_3: 0.2572084367275238 (0.22711866335910663) | > loss_disc_real_4: 0.22514046728610992 (0.23215688412126742) | > loss_disc_real_5: 0.2290065735578537 (0.22418667389112606) | > loss_0: 2.3719706535339355 (2.353259747488457) | > grad_norm_0: tensor(11.4275, device='cuda:0') (tensor(8.1170, device='cuda:0')) | > loss_gen: 2.599031925201416 (2.4770170826660958) | > loss_kl: 2.2263150215148926 (1.976171032378548) | > loss_feat: 7.055410861968994 (7.005362167693021) | > loss_mel: 17.85076141357422 (17.532991978160123) | > loss_duration: 2.0383262634277344 (2.001443316016281) | > loss_1: 31.769845962524414 (30.992985608284933) | > grad_norm_1: tensor(109.1210, device='cuda:0') (tensor(83.8763, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3622 (0.36582734919430915) | > loader_time: 0.0036 (0.003675943926761025)  --> TIME: 2024-06-11 19:32:47 -- STEP: 139/330 -- GLOBAL_STEP: 300000 | > loss_disc: 2.2974648475646973 (2.3607520816995087) | > loss_disc_real_0: 0.10338346660137177 (0.11232626293417361) | > loss_disc_real_1: 0.18206989765167236 (0.1984231126823014) | > loss_disc_real_2: 0.1800917536020279 (0.21208590354850823) | > loss_disc_real_3: 0.241928830742836 (0.2279065808803915) | > loss_disc_real_4: 0.2162751853466034 (0.23180255583293147) | > loss_disc_real_5: 0.1895875334739685 (0.2241263201982855) | > loss_0: 2.2974648475646973 (2.3607520816995087) | > grad_norm_0: tensor(10.7414, device='cuda:0') (tensor(8.3824, device='cuda:0')) | > loss_gen: 2.6025047302246094 (2.4737063809264477) | > loss_kl: 2.1614978313446045 (1.9830561867720788) | > loss_feat: 6.947513103485107 (6.998486096910436) | > loss_mel: 18.00163459777832 (17.576924179955352) | > loss_duration: 2.0664560794830322 (2.0065491105155115) | > loss_1: 31.779605865478516 (31.038721962798412) | > grad_norm_1: tensor(121.1678, device='cuda:0') (tensor(84.2413, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.373 (0.3668492869507495) | > loader_time: 0.0039 (0.003740339828052109) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_300000.pth  --> TIME: 2024-06-11 19:33:02 -- STEP: 164/330 -- GLOBAL_STEP: 300025 | > loss_disc: 2.3167591094970703 (2.3622215869950085) | > loss_disc_real_0: 0.11246870458126068 (0.11432121048976736) | > loss_disc_real_1: 0.2228306531906128 (0.19848172184897636) | > loss_disc_real_2: 0.21303609013557434 (0.21218147910222773) | > loss_disc_real_3: 0.2376134991645813 (0.2281364492345147) | > loss_disc_real_4: 0.24826250970363617 (0.2321300497505723) | > loss_disc_real_5: 0.21958759427070618 (0.2240769476061914) | > loss_0: 2.3167591094970703 (2.3622215869950085) | > grad_norm_0: tensor(7.6786, device='cuda:0') (tensor(8.9507, device='cuda:0')) | > loss_gen: 2.4965178966522217 (2.472832796050281) | > loss_kl: 2.0459787845611572 (1.987361210148509) | > loss_feat: 7.453301906585693 (6.988448009258363) | > loss_mel: 16.934152603149414 (17.571161467854573) | > loss_duration: 2.0807790756225586 (2.009683957187141) | > loss_1: 31.010730743408203 (31.029487435410662) | > grad_norm_1: tensor(192.6842, device='cuda:0') (tensor(93.1397, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3898 (0.36910174968766013) | > loader_time: 0.0045 (0.0038394462771532013)  --> TIME: 2024-06-11 19:33:11 -- STEP: 189/330 -- GLOBAL_STEP: 300050 | > loss_disc: 2.4926810264587402 (2.36627594756071) | > loss_disc_real_0: 0.15297484397888184 (0.11648023924814961) | > loss_disc_real_1: 0.23924405872821808 (0.19886442561628961) | > loss_disc_real_2: 0.2294774204492569 (0.21209605716208302) | > loss_disc_real_3: 0.22975251078605652 (0.2286668202233693) | > loss_disc_real_4: 0.2476619929075241 (0.23201266088813702) | > loss_disc_real_5: 0.2658802270889282 (0.22418931110826118) | > loss_0: 2.4926810264587402 (2.36627594756071) | > grad_norm_0: tensor(61.8596, device='cuda:0') (tensor(11.3155, device='cuda:0')) | > loss_gen: 2.312566041946411 (2.476242658322451) | > loss_kl: 2.0738608837127686 (1.9920178828416046) | > loss_feat: 6.557136535644531 (6.996762820652553) | > loss_mel: 16.978090286254883 (17.542929664490725) | > loss_duration: 2.0977160930633545 (2.017053685491046) | > loss_1: 30.019371032714844 (31.02500669287626) | > grad_norm_1: tensor(355.9460, device='cuda:0') (tensor(115.7163, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.3902 (0.37059193944174146) | > loader_time: 0.0049 (0.003937220447277897)  --> TIME: 2024-06-11 19:33:22 -- STEP: 214/330 -- GLOBAL_STEP: 300075 | > loss_disc: 2.450554370880127 (2.364917149053557) | > loss_disc_real_0: 0.07428381592035294 (0.11664170486347697) | > loss_disc_real_1: 0.2284354865550995 (0.19811899054830323) | > loss_disc_real_2: 0.2498272806406021 (0.2126729645740206) | > loss_disc_real_3: 0.2610948085784912 (0.22867244314924579) | > loss_disc_real_4: 0.26682087779045105 (0.23200883779013268) | > loss_disc_real_5: 0.24633970856666565 (0.2237784164113419) | > loss_0: 2.450554370880127 (2.364917149053557) | > grad_norm_0: tensor(44.0480, device='cuda:0') (tensor(14.0102, device='cuda:0')) | > loss_gen: 2.409510850906372 (2.4830961684200252) | > loss_kl: 1.9757839441299438 (1.99803084023645) | > loss_feat: 6.387519359588623 (7.005577201041106) | > loss_mel: 17.000261306762695 (17.49822988242747) | > loss_duration: 2.1049840450286865 (2.024526493014573) | > loss_1: 29.87805938720703 (31.00946053834719) | > grad_norm_1: tensor(448.9378, device='cuda:0') (tensor(145.6848, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.6173 (0.37522699342709837) | > loader_time: 0.0047 (0.0040463833051307165)  --> TIME: 2024-06-11 19:33:33 -- STEP: 239/330 -- GLOBAL_STEP: 300100 | > loss_disc: 2.404451847076416 (2.366459331751869) | > loss_disc_real_0: 0.1547916829586029 (0.11797934982567153) | > loss_disc_real_1: 0.1484534591436386 (0.19804890884016352) | > loss_disc_real_2: 0.2023135870695114 (0.21274375385569727) | > loss_disc_real_3: 0.23941302299499512 (0.2287841446728886) | > loss_disc_real_4: 0.24574331939220428 (0.23125121895239442) | > loss_disc_real_5: 0.23385123908519745 (0.2229379840101657) | > loss_0: 2.404451847076416 (2.366459331751869) | > grad_norm_0: tensor(32.7118, device='cuda:0') (tensor(15.6881, device='cuda:0')) | > loss_gen: 2.4586026668548584 (2.479115599867689) | > loss_kl: 2.0486695766448975 (1.9984564696395746) | > loss_feat: 7.679563045501709 (6.991186868196751) | > loss_mel: 17.506900787353516 (17.447708720442638) | > loss_duration: 2.089418411254883 (2.0332082130918914) | > loss_1: 31.78315544128418 (30.94967581936505) | > grad_norm_1: tensor(249.2947, device='cuda:0') (tensor(165.0160, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.4432 (0.38044998735563523) | > loader_time: 0.005 (0.0041974608369452155)  --> TIME: 2024-06-11 19:33:44 -- STEP: 264/330 -- GLOBAL_STEP: 300125 | > loss_disc: 2.286966323852539 (2.3658959955880148) | > loss_disc_real_0: 0.16011008620262146 (0.1180422015657479) | > loss_disc_real_1: 0.21330030262470245 (0.1983478374101899) | > loss_disc_real_2: 0.17849990725517273 (0.21247401314251352) | > loss_disc_real_3: 0.2386985570192337 (0.2289394656704231) | > loss_disc_real_4: 0.2361609786748886 (0.23118310359617075) | > loss_disc_real_5: 0.2394883632659912 (0.22302038696679202) | > loss_0: 2.286966323852539 (2.3658959955880148) | > grad_norm_0: tensor(26.6793, device='cuda:0') (tensor(16.9158, device='cuda:0')) | > loss_gen: 2.6689515113830566 (2.480246735341621) | > loss_kl: 2.0014166831970215 (2.0042559247125276) | > loss_feat: 6.923770904541016 (7.00804868069562) | > loss_mel: 17.53687286376953 (17.402541861389615) | > loss_duration: 2.151463508605957 (2.0414739960070785) | > loss_1: 31.282474517822266 (30.936567147572834) | > grad_norm_1: tensor(429.4727, device='cuda:0') (tensor(181.7041, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.4517 (0.3861483579332179) | > loader_time: 0.0054 (0.004328358353990494)  --> TIME: 2024-06-11 19:33:55 -- STEP: 289/330 -- GLOBAL_STEP: 300150 | > loss_disc: 2.4988677501678467 (2.3663336760445053) | > loss_disc_real_0: 0.19534006714820862 (0.11908798608091051) | > loss_disc_real_1: 0.2323165088891983 (0.19888630499064305) | > loss_disc_real_2: 0.2125103920698166 (0.21237535774707791) | > loss_disc_real_3: 0.23156335949897766 (0.22884067233046032) | > loss_disc_real_4: 0.2040385752916336 (0.2305732096149022) | > loss_disc_real_5: 0.21666616201400757 (0.22232813535058374) | > loss_0: 2.4988677501678467 (2.3663336760445053) | > grad_norm_0: tensor(61.2931, device='cuda:0') (tensor(19.3394, device='cuda:0')) | > loss_gen: 2.4227702617645264 (2.4819938649768236) | > loss_kl: 2.0625603199005127 (2.0089078267140374) | > loss_feat: 6.633549690246582 (7.0187125123495875) | > loss_mel: 16.144420623779297 (17.350724147677834) | > loss_duration: 2.200092315673828 (2.050929192028241) | > loss_1: 29.46339225769043 (30.91126750827248) | > grad_norm_1: tensor(138.5298, device='cuda:0') (tensor(202.8914, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.4564 (0.3917153673600985) | > loader_time: 0.0067 (0.004491634434894703)  --> TIME: 2024-06-11 19:34:08 -- STEP: 314/330 -- GLOBAL_STEP: 300175 | > loss_disc: 2.2883739471435547 (2.36914967275729) | > loss_disc_real_0: 0.1083705946803093 (0.12011952157233172) | > loss_disc_real_1: 0.1811710000038147 (0.19906255460468836) | > loss_disc_real_2: 0.23338867723941803 (0.21264653633924047) | > loss_disc_real_3: 0.22241778671741486 (0.22895090761268214) | > loss_disc_real_4: 0.20321114361286163 (0.2308616883056179) | > loss_disc_real_5: 0.1788242757320404 (0.22225131364954506) | > loss_0: 2.2883739471435547 (2.36914967275729) | > grad_norm_0: tensor(8.2701, device='cuda:0') (tensor(20.7937, device='cuda:0')) | > loss_gen: 2.58266544342041 (2.4810665640861362) | > loss_kl: 2.0764658451080322 (2.0133012578745557) | > loss_feat: 7.975758075714111 (7.03820252874095) | > loss_mel: 17.05540657043457 (17.328752857864277) | > loss_duration: 2.267918586730957 (2.063796587430746) | > loss_1: 31.958213806152344 (30.925119734114144) | > grad_norm_1: tensor(453.4574, device='cuda:0') (tensor(221.3007, device='cuda:0')) | > current_lr_0: 0.00018457619338455326 | > current_lr_1: 0.00018457619338455326 | > step_time: 0.5287 (0.3999052913325607) | > loader_time: 0.0073 (0.004684064038999517)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5164504051208496 (2.5164504051208496) | > loss_disc_real_0: 0.15170642733573914 (0.15170642733573914) | > loss_disc_real_1: 0.30934178829193115 (0.30934178829193115) | > loss_disc_real_2: 0.26608848571777344 (0.26608848571777344) | > loss_disc_real_3: 0.2728850245475769 (0.2728850245475769) | > loss_disc_real_4: 0.29085302352905273 (0.29085302352905273) | > loss_disc_real_5: 0.24611152708530426 (0.24611152708530426) | > loss_0: 2.5164504051208496 (2.5164504051208496) | > loss_gen: 2.504145860671997 (2.504145860671997) | > loss_kl: 2.5951554775238037 (2.5951554775238037) | > loss_feat: 8.132187843322754 (8.132187843322754) | > loss_mel: 17.645793914794922 (17.645793914794922) | > loss_duration: 3.0708913803100586 (3.0708913803100586) | > loss_1: 33.948177337646484 (33.948177337646484)  --> STEP: 1 | > loss_disc: 1.92002272605896 (1.92002272605896) | > loss_disc_real_0: 0.08677845448255539 (0.08677845448255539) | > loss_disc_real_1: 0.12610633671283722 (0.12610633671283722) | > loss_disc_real_2: 0.16465209424495697 (0.16465209424495697) | > loss_disc_real_3: 0.1682048738002777 (0.1682048738002777) | > loss_disc_real_4: 0.19889047741889954 (0.19889047741889954) | > loss_disc_real_5: 0.19638146460056305 (0.19638146460056305) | > loss_0: 1.92002272605896 (1.92002272605896) | > loss_gen: 2.7950286865234375 (2.7950286865234375) | > loss_kl: 3.3156003952026367 (3.3156003952026367) | > loss_feat: 7.0123372077941895 (7.0123372077941895) | > loss_mel: 20.166337966918945 (20.166337966918945) | > loss_duration: 2.538191556930542 (2.538191556930542) | > loss_1: 35.82749938964844 (35.82749938964844)  --> STEP: 2 | > loss_disc: 2.229881763458252 (2.074952244758606) | > loss_disc_real_0: 0.06028670072555542 (0.0735325776040554) | > loss_disc_real_1: 0.15308727324008942 (0.13959680497646332) | > loss_disc_real_2: 0.24732254445552826 (0.20598731935024261) | > loss_disc_real_3: 0.2297084480524063 (0.198956660926342) | > loss_disc_real_4: 0.2825300395488739 (0.24071025848388672) | > loss_disc_real_5: 0.26027506589889526 (0.22832826524972916) | > loss_0: 2.229881763458252 (2.074952244758606) | > loss_gen: 2.5790367126464844 (2.687032699584961) | > loss_kl: 3.3312933444976807 (3.3234468698501587) | > loss_feat: 5.33366584777832 (6.173001527786255) | > loss_mel: 18.238601684570312 (19.20246982574463) | > loss_duration: 2.433839797973633 (2.4860156774520874) | > loss_1: 31.91643714904785 (33.871968269348145)  --> STEP: 3 | > loss_disc: 2.124530076980591 (2.091478188832601) | > loss_disc_real_0: 0.1106179803609848 (0.08589437852303188) | > loss_disc_real_1: 0.0679134726524353 (0.11570236086845398) | > loss_disc_real_2: 0.08923261612653732 (0.16706908494234085) | > loss_disc_real_3: 0.183961421251297 (0.193958247701327) | > loss_disc_real_4: 0.2535492479801178 (0.2449899216492971) | > loss_disc_real_5: 0.24835526943206787 (0.23500393331050873) | > loss_0: 2.124530076980591 (2.091478188832601) | > loss_gen: 2.3947198390960693 (2.589595079421997) | > loss_kl: 3.329834461212158 (3.325576066970825) | > loss_feat: 6.928463459014893 (6.424822171529134) | > loss_mel: 16.58503532409668 (18.329991658528645) | > loss_duration: 2.3813974857330322 (2.451142946879069) | > loss_1: 31.61945152282715 (33.12112935384115)  --> STEP: 4 | > loss_disc: 2.3189661502838135 (2.148350179195404) | > loss_disc_real_0: 0.19676272571086884 (0.11361146531999111) | > loss_disc_real_1: 0.13131552934646606 (0.119605652987957) | > loss_disc_real_2: 0.16913096606731415 (0.16758455522358418) | > loss_disc_real_3: 0.2522713840007782 (0.2085365317761898) | > loss_disc_real_4: 0.2612009346485138 (0.24904267489910126) | > loss_disc_real_5: 0.3030914068222046 (0.2520258016884327) | > loss_0: 2.3189661502838135 (2.148350179195404) | > loss_gen: 2.53475284576416 (2.575884521007538) | > loss_kl: 3.5181326866149902 (3.3737152218818665) | > loss_feat: 5.959205627441406 (6.308418035507202) | > loss_mel: 17.206506729125977 (18.04912042617798) | > loss_duration: 2.342679262161255 (2.4240270256996155) | > loss_1: 31.561277389526367 (32.73116636276245)  --> STEP: 5 | > loss_disc: 2.533491373062134 (2.22537841796875) | > loss_disc_real_0: 0.17476768791675568 (0.12584270983934404) | > loss_disc_real_1: 0.2011793553829193 (0.13592039346694945) | > loss_disc_real_2: 0.26030418276786804 (0.18612848073244095) | > loss_disc_real_3: 0.25530293583869934 (0.21788981258869172) | > loss_disc_real_4: 0.2235836684703827 (0.24395087361335754) | > loss_disc_real_5: 0.18614336848258972 (0.2388493150472641) | > loss_0: 2.533491373062134 (2.22537841796875) | > loss_gen: 2.3186326026916504 (2.52443413734436) | > loss_kl: 3.451746940612793 (3.3893215656280518) | > loss_feat: 6.566351890563965 (6.360004806518555) | > loss_mel: 18.670440673828125 (18.17338447570801) | > loss_duration: 2.440004825592041 (2.4272225856781007) | > loss_1: 33.44717788696289 (32.87436866760254)  --> STEP: 6 | > loss_disc: 2.378605365753174 (2.2509162425994873) | > loss_disc_real_0: 0.12089763581752777 (0.125018530835708) | > loss_disc_real_1: 0.17513279616832733 (0.1424557939171791) | > loss_disc_real_2: 0.20761437714099884 (0.1897094634672006) | > loss_disc_real_3: 0.2540207505226135 (0.22391163557767868) | > loss_disc_real_4: 0.2940344512462616 (0.25229813655217487) | > loss_disc_real_5: 0.2536694407463074 (0.24131933599710464) | > loss_0: 2.378605365753174 (2.2509162425994873) | > loss_gen: 2.626382827758789 (2.541425585746765) | > loss_kl: 3.033336639404297 (3.3299907445907593) | > loss_feat: 5.660709381103516 (6.243455568949382) | > loss_mel: 18.183677673339844 (18.17510000864665) | > loss_duration: 2.164278507232666 (2.3833985726038613) | > loss_1: 31.668384552001953 (32.67337131500244)  --> STEP: 7 | > loss_disc: 2.2280752658843994 (2.2476532459259033) | > loss_disc_real_0: 0.11737355589866638 (0.12392639155898776) | > loss_disc_real_1: 0.13894659280776978 (0.14195447947297776) | > loss_disc_real_2: 0.23221899569034576 (0.19578225378479278) | > loss_disc_real_3: 0.22984476387500763 (0.22475922533443995) | > loss_disc_real_4: 0.19715072214603424 (0.2444199344941548) | > loss_disc_real_5: 0.24300548434257507 (0.24156021433217184) | > loss_0: 2.2280752658843994 (2.2476532459259033) | > loss_gen: 2.6907992362976074 (2.5627646786826) | > loss_kl: 3.8690032958984375 (3.4069925376347134) | > loss_feat: 8.806520462036133 (6.609607696533203) | > loss_mel: 18.53207778930664 (18.226096834455216) | > loss_duration: 2.5200328826904297 (2.4029177597590854) | > loss_1: 36.418434143066406 (33.208380290440154)  --> STEP: 8 | > loss_disc: 2.391812801361084 (2.265673190355301) | > loss_disc_real_0: 0.09932637214660645 (0.12085138913244009) | > loss_disc_real_1: 0.14860093593597412 (0.14278528653085232) | > loss_disc_real_2: 0.2379326969385147 (0.201051059179008) | > loss_disc_real_3: 0.2677002549171448 (0.23012685403227806) | > loss_disc_real_4: 0.2767573297023773 (0.2484621088951826) | > loss_disc_real_5: 0.3270972669124603 (0.2522523459047079) | > loss_0: 2.391812801361084 (2.265673190355301) | > loss_gen: 2.654526472091675 (2.574234902858734) | > loss_kl: 3.1469931602478027 (3.3744926154613495) | > loss_feat: 9.35365104675293 (6.952613115310669) | > loss_mel: 20.334041595458984 (18.48958992958069) | > loss_duration: 2.288177728652954 (2.388575255870819) | > loss_1: 37.77738952636719 (33.77950644493103)  --> STEP: 9 | > loss_disc: 2.11257004737854 (2.2486617300245495) | > loss_disc_real_0: 0.08371510356664658 (0.11672513518068525) | > loss_disc_real_1: 0.12474329769611359 (0.14078062110477024) | > loss_disc_real_2: 0.1839238405227661 (0.19914803488387) | > loss_disc_real_3: 0.27888569235801697 (0.23554450273513794) | > loss_disc_real_4: 0.2791338264942169 (0.2518700775172975) | > loss_disc_real_5: 0.2802060544490814 (0.2553583135207494) | > loss_0: 2.11257004737854 (2.2486617300245495) | > loss_gen: 2.9320907592773438 (2.613996664683024) | > loss_kl: 2.9525582790374756 (3.3276110225253634) | > loss_feat: 9.825315475463867 (7.271802266438802) | > loss_mel: 18.798126220703125 (18.523871739705402) | > loss_duration: 2.1409952640533447 (2.3610663678911) | > loss_1: 36.649085998535156 (34.09834861755371)  --> STEP: 10 | > loss_disc: 2.3051795959472656 (2.254313516616821) | > loss_disc_real_0: 0.09617987275123596 (0.11467060893774032) | > loss_disc_real_1: 0.14991918206214905 (0.14169447720050812) | > loss_disc_real_2: 0.24205555021762848 (0.20343878641724586) | > loss_disc_real_3: 0.2403002828359604 (0.23602008074522018) | > loss_disc_real_4: 0.24679313600063324 (0.2513623833656311) | > loss_disc_real_5: 0.2552691102027893 (0.2553493931889534) | > loss_0: 2.3051795959472656 (2.254313516616821) | > loss_gen: 2.4896960258483887 (2.6015666007995604) | > loss_kl: 3.206775665283203 (3.3155274868011473) | > loss_feat: 5.333468914031982 (7.07796893119812) | > loss_mel: 18.21105194091797 (18.49258975982666) | > loss_duration: 2.355560779571533 (2.360515809059143) | > loss_1: 31.596553802490234 (33.84816913604736)  --> STEP: 11 | > loss_disc: 2.767642021179199 (2.30097974430431) | > loss_disc_real_0: 0.2057466208934784 (0.12295024638826196) | > loss_disc_real_1: 0.187374547123909 (0.1458472108299082) | > loss_disc_real_2: 0.22934779524803162 (0.2057941508564082) | > loss_disc_real_3: 0.26825591921806335 (0.23895061151547867) | > loss_disc_real_4: 0.2982637286186218 (0.2556261420249939) | > loss_disc_real_5: 0.31559279561042786 (0.26082606613636017) | > loss_0: 2.767642021179199 (2.30097974430431) | > loss_gen: 2.1550838947296143 (2.560977263884111) | > loss_kl: 3.9558374881744385 (3.373737486925992) | > loss_feat: 4.505102157592773 (6.844071951779452) | > loss_mel: 16.651107788085938 (18.32518230785023) | > loss_duration: 2.485637903213501 (2.3718905448913574) | > loss_1: 29.752769470214844 (33.47586007551713)  --> STEP: 12 | > loss_disc: 2.6963675022125244 (2.333928724129995) | > loss_disc_real_0: 0.21032266318798065 (0.13023128112157187) | > loss_disc_real_1: 0.22771304845809937 (0.1526693639655908) | > loss_disc_real_2: 0.25099635124206543 (0.20956100088854632) | > loss_disc_real_3: 0.273921936750412 (0.24186488861838976) | > loss_disc_real_4: 0.2510315477848053 (0.25524325917164487) | > loss_disc_real_5: 0.27152296900749207 (0.2617174747089545) | > loss_0: 2.6963675022125244 (2.333928724129995) | > loss_gen: 2.366586923599243 (2.544778068860372) | > loss_kl: 2.750920057296753 (3.3218360344568887) | > loss_feat: 6.631751537322998 (6.826378583908081) | > loss_mel: 17.42112922668457 (18.249844551086426) | > loss_duration: 2.25231671333313 (2.3619260589281716) | > loss_1: 31.422704696655273 (33.30476379394531)  --> STEP: 13 | > loss_disc: 2.4381473064422607 (2.341945538154015) | > loss_disc_real_0: 0.16792836785316467 (0.13313105702400208) | > loss_disc_real_1: 0.17348234355449677 (0.15427036239550665) | > loss_disc_real_2: 0.20702587068080902 (0.20936599087256652) | > loss_disc_real_3: 0.23408985137939453 (0.24126680883077475) | > loss_disc_real_4: 0.2440117448568344 (0.25437929653204405) | > loss_disc_real_5: 0.27535244822502136 (0.262766318825575) | > loss_0: 2.4381473064422607 (2.341945538154015) | > loss_gen: 2.475375175476074 (2.5394393847538876) | > loss_kl: 3.2609872817993164 (3.317155361175537) | > loss_feat: 5.679415225982666 (6.738150633298433) | > loss_mel: 16.15186309814453 (18.088461362398586) | > loss_duration: 2.258610725402832 (2.3539787255800686) | > loss_1: 29.826251983642578 (33.03718596238356)  --> STEP: 14 | > loss_disc: 2.7198081016540527 (2.3689357212611606) | > loss_disc_real_0: 0.19031894207000732 (0.13721590595585959) | > loss_disc_real_1: 0.24904069304466248 (0.1610396717275892) | > loss_disc_real_2: 0.33492034673690796 (0.21833415914859092) | > loss_disc_real_3: 0.38488027453422546 (0.25152491352387835) | > loss_disc_real_4: 0.2675522565841675 (0.25532022225005285) | > loss_disc_real_5: 0.3151785433292389 (0.2665100491472653) | > loss_0: 2.7198081016540527 (2.3689357212611606) | > loss_gen: 2.669482469558716 (2.548728176525661) | > loss_kl: 3.897294044494629 (3.358593838555472) | > loss_feat: 6.02895975112915 (6.687494141714914) | > loss_mel: 17.284433364868164 (18.031030791146414) | > loss_duration: 2.3979992866516113 (2.3571230513708934) | > loss_1: 32.27817153930664 (32.982970646449495)  --> STEP: 15 | > loss_disc: 2.6796882152557373 (2.3896525541941327) | > loss_disc_real_0: 0.35526037216186523 (0.15175220370292664) | > loss_disc_real_1: 0.19595177471637726 (0.16336714526017507) | > loss_disc_real_2: 0.1963069885969162 (0.2168656811118126) | > loss_disc_real_3: 0.28244248032569885 (0.25358608464399973) | > loss_disc_real_4: 0.26702776551246643 (0.2561007251342138) | > loss_disc_real_5: 0.38678672909736633 (0.274528494477272) | > loss_0: 2.6796882152557373 (2.3896525541941327) | > loss_gen: 2.64068603515625 (2.554858700434367) | > loss_kl: 3.1884706020355225 (3.347252289454142) | > loss_feat: 5.084773063659668 (6.580646069844564) | > loss_mel: 17.594688415527344 (18.001941299438478) | > loss_duration: 2.401052713394165 (2.360051695505778) | > loss_1: 30.909669876098633 (32.84475059509277)  --> STEP: 16 | > loss_disc: 2.9441676139831543 (2.4243097454309464) | > loss_disc_real_0: 0.335338830947876 (0.16322636790573597) | > loss_disc_real_1: 0.15190838277339935 (0.1626509726047516) | > loss_disc_real_2: 0.29267194867134094 (0.2216035728342831) | > loss_disc_real_3: 0.3262977600097656 (0.2581305643543601) | > loss_disc_real_4: 0.21886566281318665 (0.25377353373914957) | > loss_disc_real_5: 0.30535009503364563 (0.2764548445120454) | > loss_0: 2.9441676139831543 (2.4243097454309464) | > loss_gen: 2.171309232711792 (2.530886858701706) | > loss_kl: 3.0920701026916504 (3.3313034027814865) | > loss_feat: 5.292099952697754 (6.500111937522888) | > loss_mel: 14.647146224975586 (17.792266607284546) | > loss_duration: 2.3965847492218018 (2.3623350113630295) | > loss_1: 27.599210739135742 (32.51690435409546)  --> STEP: 17 | > loss_disc: 2.616816759109497 (2.4356336874120377) | > loss_disc_real_0: 0.2026858925819397 (0.16554751641610088) | > loss_disc_real_1: 0.22385646402835846 (0.16625129562966964) | > loss_disc_real_2: 0.22949713468551636 (0.22206790000200272) | > loss_disc_real_3: 0.36687731742858887 (0.26452743218225594) | > loss_disc_real_4: 0.280135840177536 (0.25532425764728994) | > loss_disc_real_5: 0.3520776033401489 (0.28090324209016915) | > loss_0: 2.616816759109497 (2.4356336874120377) | > loss_gen: 2.763737440109253 (2.5445839517256794) | > loss_kl: 2.5107569694519043 (3.283035965526805) | > loss_feat: 6.25187873840332 (6.485509984633502) | > loss_mel: 17.313535690307617 (17.764105965109433) | > loss_duration: 2.391554832458496 (2.364053824368645) | > loss_1: 31.231464385986328 (32.441290238324335)  --> STEP: 18 | > loss_disc: 2.444343090057373 (2.4361175431145563) | > loss_disc_real_0: 0.09214207530021667 (0.16146943635410732) | > loss_disc_real_1: 0.300485759973526 (0.17370876587099499) | > loss_disc_real_2: 0.19697844982147217 (0.2206740416586399) | > loss_disc_real_3: 0.2457187920808792 (0.2634825077321794) | > loss_disc_real_4: 0.27148786187171936 (0.25622223565975827) | > loss_disc_real_5: 0.23987974226474762 (0.27862415876653457) | > loss_0: 2.444343090057373 (2.4361175431145563) | > loss_gen: 2.47560715675354 (2.5407519075605602) | > loss_kl: 2.336552619934082 (3.2304535574383206) | > loss_feat: 6.928720474243164 (6.510132789611816) | > loss_mel: 18.69906997680664 (17.81604841020372) | > loss_duration: 2.28592586517334 (2.3597133821911283) | > loss_1: 32.72587585449219 (32.45710055033366)  --> STEP: 19 | > loss_disc: 2.5945096015930176 (2.4444539672450016) | > loss_disc_real_0: 0.19645196199417114 (0.1633106219141107) | > loss_disc_real_1: 0.19766582548618317 (0.1749696637454786) | > loss_disc_real_2: 0.2618127167224884 (0.22283923508305298) | > loss_disc_real_3: 0.31704288721084595 (0.2663014750731619) | > loss_disc_real_4: 0.26314789056777954 (0.256586743812812) | > loss_disc_real_5: 0.3051806688308716 (0.28002186982255234) | > loss_0: 2.5945096015930176 (2.4444539672450016) | > loss_gen: 2.4524574279785156 (2.536104829687821) | > loss_kl: 2.3509316444396973 (3.184162930438393) | > loss_feat: 5.303531169891357 (6.446627441205476) | > loss_mel: 16.369997024536133 (17.739940442537005) | > loss_duration: 2.3232250213623047 (2.357792942147506) | > loss_1: 28.800142288208008 (32.26462906285336)  --> STEP: 20 | > loss_disc: 2.8375160694122314 (2.464107072353363) | > loss_disc_real_0: 0.20040355622768402 (0.16516526862978936) | > loss_disc_real_1: 0.15605537593364716 (0.17402394935488702) | > loss_disc_real_2: 0.28572720289230347 (0.22598363347351552) | > loss_disc_real_3: 0.22546161711215973 (0.26425948217511175) | > loss_disc_real_4: 0.2588018476963043 (0.25669749900698663) | > loss_disc_real_5: 0.23615600168704987 (0.2778285764157772) | > loss_0: 2.8375160694122314 (2.464107072353363) | > loss_gen: 2.0744740962982178 (2.5130232930183407) | > loss_kl: 2.217756986618042 (3.1358426332473757) | > loss_feat: 5.667673110961914 (6.407679724693298) | > loss_mel: 16.72020721435547 (17.68895378112793) | > loss_duration: 2.313343048095703 (2.355570447444916) | > loss_1: 28.993453979492188 (32.1010703086853)  --> STEP: 21 | > loss_disc: 2.7037622928619385 (2.475519225710914) | > loss_disc_real_0: 0.2836052179336548 (0.1708052662156877) | > loss_disc_real_1: 0.11569497734308243 (0.17124637925908678) | > loss_disc_real_2: 0.27446553111076355 (0.22829229526576542) | > loss_disc_real_3: 0.32751744985580444 (0.26727176635038286) | > loss_disc_real_4: 0.26272591948509216 (0.25698456664880115) | > loss_disc_real_5: 0.307124525308609 (0.27922362160115016) | > loss_0: 2.7037622928619385 (2.475519225710914) | > loss_gen: 2.472362756729126 (2.511087077004569) | > loss_kl: 2.8520452976226807 (3.1223284744081043) | > loss_feat: 5.3775177001953125 (6.358624390193394) | > loss_mel: 15.980578422546387 (17.60760257357643) | > loss_duration: 2.1606059074401855 (2.346286421730405) | > loss_1: 28.843109130859375 (31.9459293002174)  --> STEP: 22 | > loss_disc: 2.341977119445801 (2.469449129971591) | > loss_disc_real_0: 0.07701557874679565 (0.16654209860346533) | > loss_disc_real_1: 0.12547394633293152 (0.16916581412607973) | > loss_disc_real_2: 0.24341300129890442 (0.22897960008545357) | > loss_disc_real_3: 0.24568398296833038 (0.2662905034693805) | > loss_disc_real_4: 0.20144256949424744 (0.25445993041450327) | > loss_disc_real_5: 0.20652110874652863 (0.27591896192594006) | > loss_0: 2.341977119445801 (2.469449129971591) | > loss_gen: 2.5725955963134766 (2.5138829187913374) | > loss_kl: 2.3347067832946777 (3.0865274884484033) | > loss_feat: 6.971874237060547 (6.3864993832328105) | > loss_mel: 17.580331802368164 (17.606362993066963) | > loss_duration: 2.201850414276123 (2.3397211486643013) | > loss_1: 31.661359786987305 (31.932994322343305)  --> STEP: 23 | > loss_disc: 2.7487730979919434 (2.4815936503203018) | > loss_disc_real_0: 0.27721256017684937 (0.17135385780230813) | > loss_disc_real_1: 0.21970608830451965 (0.1713632173512293) | > loss_disc_real_2: 0.29249322414398193 (0.23174106200104175) | > loss_disc_real_3: 0.31579694151878357 (0.2684429572976154) | > loss_disc_real_4: 0.2954147458076477 (0.2562405745620313) | > loss_disc_real_5: 0.3326931893825531 (0.27838740659796674) | > loss_0: 2.7487730979919434 (2.4815936503203018) | > loss_gen: 2.399827480316162 (2.508923986683721) | > loss_kl: 2.5933239459991455 (3.0650838561680005) | > loss_feat: 5.000431537628174 (6.326235563858695) | > loss_mel: 15.945319175720215 (17.534143696660582) | > loss_duration: 2.276012897491455 (2.336951224700264) | > loss_1: 28.214914321899414 (31.771338670150094)  --> STEP: 24 | > loss_disc: 2.512000322341919 (2.4828605949878693) | > loss_disc_real_0: 0.22755038738250732 (0.17369537986814976) | > loss_disc_real_1: 0.2418431043624878 (0.17429987931003174) | > loss_disc_real_2: 0.20709924399852753 (0.23071431958427033) | > loss_disc_real_3: 0.3261359632015228 (0.2708468325436116) | > loss_disc_real_4: 0.30912768840789795 (0.25844420430560905) | > loss_disc_real_5: 0.3405723571777344 (0.28097844620545703) | > loss_0: 2.512000322341919 (2.4828605949878693) | > loss_gen: 2.9573254585266113 (2.5276073813438416) | > loss_kl: 2.3453369140625 (3.035094400246938) | > loss_feat: 7.299462795257568 (6.366786698500316) | > loss_mel: 17.271713256835938 (17.52320909500122) | > loss_duration: 2.395807981491089 (2.339403589566549) | > loss_1: 32.26964569091797 (31.792101462682087)  --> STEP: 25 | > loss_disc: 2.7686026096343994 (2.4942902755737304) | > loss_disc_real_0: 0.25845402479171753 (0.17708572566509248) | > loss_disc_real_1: 0.16890738904476166 (0.17408417969942092) | > loss_disc_real_2: 0.25107404589653015 (0.2315287086367607) | > loss_disc_real_3: 0.27455633878707886 (0.2709952127933503) | > loss_disc_real_4: 0.24741259217262268 (0.2580029398202896) | > loss_disc_real_5: 0.31378963589668274 (0.28229089379310607) | > loss_0: 2.7686026096343994 (2.4942902755737304) | > loss_gen: 2.055241346359253 (2.508712739944458) | > loss_kl: 2.586491584777832 (3.0171502876281737) | > loss_feat: 4.009385585784912 (6.272490653991699) | > loss_mel: 13.103240013122559 (17.346410331726073) | > loss_duration: 2.3744168281555176 (2.3408041191101074) | > loss_1: 24.128774642944336 (31.485568389892578)  --> STEP: 26 | > loss_disc: 2.3179640769958496 (2.4875084987053504) | > loss_disc_real_0: 0.13794457912445068 (0.17558029695199087) | > loss_disc_real_1: 0.12849880754947662 (0.17233089615519231) | > loss_disc_real_2: 0.19058701395988464 (0.22995402807226548) | > loss_disc_real_3: 0.16655273735523224 (0.26697819450726884) | > loss_disc_real_4: 0.13762104511260986 (0.2533728669469173) | > loss_disc_real_5: 0.23491588234901428 (0.2804687779683333) | > loss_0: 2.3179640769958496 (2.4875084987053504) | > loss_gen: 2.2855608463287354 (2.500129974805392) | > loss_kl: 2.2132246494293213 (2.9862300707743716) | > loss_feat: 12.358963012695312 (6.506585744711069) | > loss_mel: 18.245304107666016 (17.380983169262223) | > loss_duration: 2.314972400665283 (2.3398105914776144) | > loss_1: 37.41802215576172 (31.713739688579853) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024025531915517952 (-7.003087263840902e-05) | > avg_loss_disc: 2.4875084987053504 (-0.0022870760697584203) | > avg_loss_disc_real_0: 0.17558029695199087 (+0.024906193980803876) | > avg_loss_disc_real_1: 0.17233089615519231 (-0.09311283523073555) | > avg_loss_disc_real_2: 0.22995402807226548 (+0.03308267289629349) | > avg_loss_disc_real_3: 0.26697819450726884 (+0.03475665071835893) | > avg_loss_disc_real_4: 0.2533728669469173 (+0.026239052988015682) | > avg_loss_disc_real_5: 0.2804687779683333 (+0.027972289575980247) | > avg_loss_0: 2.4875084987053504 (-0.0022870760697584203) | > avg_loss_gen: 2.500129974805392 (+0.12428970520312932) | > avg_loss_kl: 2.9862300707743716 (+0.11346057745126581) | > avg_loss_feat: 6.506585744711069 (-0.322458890768198) | > avg_loss_mel: 17.380983169262223 (+0.04384385622464748) | > avg_loss_duration: 2.3398105914776144 (-0.0017483876301684909) | > avg_loss_1: 31.713739688579853 (-0.04261302947998047)  > EPOCH: 643/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:34:36)   --> TIME: 2024-06-11 19:34:41 -- STEP: 9/330 -- GLOBAL_STEP: 300200 | > loss_disc: 2.3407769203186035 (2.35191101498074) | > loss_disc_real_0: 0.10437208414077759 (0.09756533967124091) | > loss_disc_real_1: 0.17160122096538544 (0.1810655328962538) | > loss_disc_real_2: 0.21138080954551697 (0.20461166898409525) | > loss_disc_real_3: 0.22513453662395477 (0.23186988631884256) | > loss_disc_real_4: 0.22695206105709076 (0.24547279046641457) | > loss_disc_real_5: 0.2338581532239914 (0.24809782538149092) | > loss_0: 2.3407769203186035 (2.35191101498074) | > grad_norm_0: tensor(6.3637, device='cuda:0') (tensor(6.8321, device='cuda:0')) | > loss_gen: 2.54730224609375 (2.493935161166721) | > loss_kl: 1.8449264764785767 (1.9817311763763428) | > loss_feat: 6.940480709075928 (6.776460435655382) | > loss_mel: 17.933435440063477 (17.981774436102974) | > loss_duration: 2.089158058166504 (2.1307859155866833) | > loss_1: 31.355300903320312 (31.364686965942383) | > grad_norm_1: tensor(63.2875, device='cuda:0') (tensor(70.9709, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3602 (0.3729574945237901) | > loader_time: 0.0029 (0.003279315100775825)  --> TIME: 2024-06-11 19:34:50 -- STEP: 34/330 -- GLOBAL_STEP: 300225 | > loss_disc: 2.460315704345703 (2.3302481174468994) | > loss_disc_real_0: 0.10236439108848572 (0.10363403203732827) | > loss_disc_real_1: 0.19855256378650665 (0.1940865810303127) | > loss_disc_real_2: 0.19302387535572052 (0.20662460432333105) | > loss_disc_real_3: 0.27453747391700745 (0.2263185640468317) | > loss_disc_real_4: 0.233838751912117 (0.23068072208586862) | > loss_disc_real_5: 0.230910062789917 (0.22603718235212214) | > loss_0: 2.460315704345703 (2.3302481174468994) | > grad_norm_0: tensor(8.0809, device='cuda:0') (tensor(7.7309, device='cuda:0')) | > loss_gen: 2.33944034576416 (2.501327788128572) | > loss_kl: 1.749576210975647 (1.9187056878033806) | > loss_feat: 7.131287574768066 (6.96517100053675) | > loss_mel: 17.80849266052246 (17.68775586520924) | > loss_duration: 2.0082061290740967 (2.0262639452429374) | > loss_1: 31.037002563476562 (31.099223978379193) | > grad_norm_1: tensor(112.9279, device='cuda:0') (tensor(76.6591, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3668 (0.35991501808166504) | > loader_time: 0.0031 (0.0033724378137027517)  --> TIME: 2024-06-11 19:35:00 -- STEP: 59/330 -- GLOBAL_STEP: 300250 | > loss_disc: 2.334348201751709 (2.3568169585729053) | > loss_disc_real_0: 0.12685245275497437 (0.10688554583969763) | > loss_disc_real_1: 0.1925356090068817 (0.19717208839068975) | > loss_disc_real_2: 0.24050481617450714 (0.21065504823700856) | > loss_disc_real_3: 0.19111113250255585 (0.22869205525365927) | > loss_disc_real_4: 0.21305608749389648 (0.23029824687262712) | > loss_disc_real_5: 0.18828840553760529 (0.2251230495966087) | > loss_0: 2.334348201751709 (2.3568169585729053) | > grad_norm_0: tensor(24.9114, device='cuda:0') (tensor(10.0575, device='cuda:0')) | > loss_gen: 2.3736724853515625 (2.49254805758848) | > loss_kl: 1.8601475954055786 (1.9361020367024309) | > loss_feat: 7.063258647918701 (6.992366483656027) | > loss_mel: 17.185989379882812 (17.63704975580765) | > loss_duration: 1.9667434692382812 (2.006577162419335) | > loss_1: 30.449811935424805 (31.064643277960307) | > grad_norm_1: tensor(211.2683, device='cuda:0') (tensor(105.5109, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3734 (0.3621991044383938) | > loader_time: 0.0037 (0.0034853240190926243)  --> TIME: 2024-06-11 19:35:09 -- STEP: 84/330 -- GLOBAL_STEP: 300275 | > loss_disc: 2.412494659423828 (2.3570369538806726) | > loss_disc_real_0: 0.16155727207660675 (0.10918694605962151) | > loss_disc_real_1: 0.20716775953769684 (0.19728555299696468) | > loss_disc_real_2: 0.23028479516506195 (0.20988512145621435) | > loss_disc_real_3: 0.2484486997127533 (0.22879462369850703) | > loss_disc_real_4: 0.24419786036014557 (0.23243799362154233) | > loss_disc_real_5: 0.25618278980255127 (0.22575408592820168) | > loss_0: 2.412494659423828 (2.3570369538806726) | > grad_norm_0: tensor(9.2922, device='cuda:0') (tensor(10.4695, device='cuda:0')) | > loss_gen: 2.549511671066284 (2.495957235495249) | > loss_kl: 1.9380834102630615 (1.9564967637970334) | > loss_feat: 6.88262414932251 (7.010273973147075) | > loss_mel: 17.116819381713867 (17.592166809808646) | > loss_duration: 2.074441909790039 (2.0001622722262424) | > loss_1: 30.561479568481445 (31.055056889851887) | > grad_norm_1: tensor(129.0253, device='cuda:0') (tensor(108.0094, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3589 (0.3623435724349249) | > loader_time: 0.0039 (0.0035726087433951242)  --> TIME: 2024-06-11 19:35:18 -- STEP: 109/330 -- GLOBAL_STEP: 300300 | > loss_disc: 2.358992338180542 (2.3708537718571647) | > loss_disc_real_0: 0.11096562445163727 (0.11195442610240858) | > loss_disc_real_1: 0.20670263469219208 (0.19798568164536712) | > loss_disc_real_2: 0.20196111500263214 (0.21218064618766855) | > loss_disc_real_3: 0.20549172163009644 (0.22940177928417102) | > loss_disc_real_4: 0.21415425837039948 (0.23282471066768015) | > loss_disc_real_5: 0.24203217029571533 (0.22521591829050572) | > loss_0: 2.358992338180542 (2.3708537718571647) | > grad_norm_0: tensor(6.9992, device='cuda:0') (tensor(10.0287, device='cuda:0')) | > loss_gen: 2.469118595123291 (2.477043766494191) | > loss_kl: 1.921498417854309 (1.9750177947753067) | > loss_feat: 7.380286693572998 (6.949361153698843) | > loss_mel: 17.80948829650879 (17.545623044355207) | > loss_duration: 1.9492862224578857 (2.0020756546510468) | > loss_1: 31.529678344726562 (30.949121317732224) | > grad_norm_1: tensor(47.3755, device='cuda:0') (tensor(105.7414, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3773 (0.3639576697568281) | > loader_time: 0.0039 (0.003650549354903195)  --> TIME: 2024-06-11 19:35:28 -- STEP: 134/330 -- GLOBAL_STEP: 300325 | > loss_disc: 2.300541639328003 (2.3663443825138146) | > loss_disc_real_0: 0.10400059819221497 (0.11258055622786728) | > loss_disc_real_1: 0.17798128724098206 (0.19791549244033757) | > loss_disc_real_2: 0.2255621999502182 (0.21227912471365573) | > loss_disc_real_3: 0.21897587180137634 (0.22916254823777213) | > loss_disc_real_4: 0.23814179003238678 (0.2321848046423784) | > loss_disc_real_5: 0.22516216337680817 (0.2240874889626432) | > loss_0: 2.300541639328003 (2.3663443825138146) | > grad_norm_0: tensor(9.6538, device='cuda:0') (tensor(9.8927, device='cuda:0')) | > loss_gen: 2.4863905906677246 (2.478442428716973) | > loss_kl: 2.001677989959717 (1.9746570257998224) | > loss_feat: 8.02708911895752 (6.969785793503719) | > loss_mel: 17.30374526977539 (17.558734908032775) | > loss_duration: 2.014641761779785 (2.005814852999217) | > loss_1: 31.833545684814453 (30.987434913862998) | > grad_norm_1: tensor(116.3237, device='cuda:0') (tensor(103.1067, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3835 (0.36873224244188907) | > loader_time: 0.0037 (0.0037133818242087295)  --> TIME: 2024-06-11 19:35:38 -- STEP: 159/330 -- GLOBAL_STEP: 300350 | > loss_disc: 2.383754014968872 (2.370111783345539) | > loss_disc_real_0: 0.13172154128551483 (0.11421697097098303) | > loss_disc_real_1: 0.1826239377260208 (0.19787716471923975) | > loss_disc_real_2: 0.21796861290931702 (0.212257075422215) | > loss_disc_real_3: 0.22202087938785553 (0.2292116756709117) | > loss_disc_real_4: 0.2229461818933487 (0.23252511315000882) | > loss_disc_real_5: 0.21438881754875183 (0.22421582146260724) | > loss_0: 2.383754014968872 (2.370111783345539) | > grad_norm_0: tensor(18.3152, device='cuda:0') (tensor(10.3621, device='cuda:0')) | > loss_gen: 2.362894296646118 (2.4745666365953363) | > loss_kl: 1.9127525091171265 (1.9738168319066365) | > loss_feat: 7.134093284606934 (6.967386503639461) | > loss_mel: 16.593446731567383 (17.539695151946834) | > loss_duration: 2.038238525390625 (2.009171165760208) | > loss_1: 30.041425704956055 (30.96463623286793) | > grad_norm_1: tensor(106.0081, device='cuda:0') (tensor(108.4248, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3941 (0.373306467848004) | > loader_time: 0.0044 (0.003805904268468701)  --> TIME: 2024-06-11 19:35:48 -- STEP: 184/330 -- GLOBAL_STEP: 300375 | > loss_disc: 2.457310199737549 (2.373706270819127) | > loss_disc_real_0: 0.12083840370178223 (0.1150549253165398) | > loss_disc_real_1: 0.22572091221809387 (0.19766939390936625) | > loss_disc_real_2: 0.25234800577163696 (0.2124307652854401) | > loss_disc_real_3: 0.25555604696273804 (0.22986032222600086) | > loss_disc_real_4: 0.257716566324234 (0.2325643331784269) | > loss_disc_real_5: 0.25958552956581116 (0.22405226585333762) | > loss_0: 2.457310199737549 (2.373706270819127) | > grad_norm_0: tensor(12.4467, device='cuda:0') (tensor(10.2927, device='cuda:0')) | > loss_gen: 2.4218146800994873 (2.468315846246222) | > loss_kl: 2.0691540241241455 (1.9788540491591329) | > loss_feat: 6.603464603424072 (6.9343726842299755) | > loss_mel: 17.01252555847168 (17.508107226827875) | > loss_duration: 2.0694801807403564 (2.015695892598318) | > loss_1: 30.17643928527832 (30.905345678329468) | > grad_norm_1: tensor(105.6014, device='cuda:0') (tensor(109.9731, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.406 (0.37559010282806715) | > loader_time: 0.0054 (0.003932762405146723)  --> TIME: 2024-06-11 19:35:59 -- STEP: 209/330 -- GLOBAL_STEP: 300400 | > loss_disc: 2.4581031799316406 (2.37097705494274) | > loss_disc_real_0: 0.15245266258716583 (0.1158005744753557) | > loss_disc_real_1: 0.19805920124053955 (0.1979738977252011) | > loss_disc_real_2: 0.21341276168823242 (0.2123511503472853) | > loss_disc_real_3: 0.19863969087600708 (0.22922920132652994) | > loss_disc_real_4: 0.2360946089029312 (0.23192704508179113) | > loss_disc_real_5: 0.23108059167861938 (0.2234656313817467) | > loss_0: 2.4581031799316406 (2.37097705494274) | > grad_norm_0: tensor(77.4328, device='cuda:0') (tensor(12.1143, device='cuda:0')) | > loss_gen: 2.366724729537964 (2.470568437895705) | > loss_kl: 2.0947301387786865 (1.9859070732262716) | > loss_feat: 6.371356964111328 (6.942731754631517) | > loss_mel: 16.561763763427734 (17.47259750548733) | > loss_duration: 2.110459804534912 (2.0233970127607637) | > loss_1: 29.505035400390625 (30.895201769742098) | > grad_norm_1: tensor(303.6819, device='cuda:0') (tensor(132.5860, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.3984 (0.3789095308221697) | > loader_time: 0.005 (0.004072351318797426)  --> TIME: 2024-06-11 19:36:09 -- STEP: 234/330 -- GLOBAL_STEP: 300425 | > loss_disc: 2.3548614978790283 (2.3695295040424074) | > loss_disc_real_0: 0.1341800093650818 (0.11613708233030942) | > loss_disc_real_1: 0.19604788720607758 (0.19803227318657768) | > loss_disc_real_2: 0.17068956792354584 (0.21199629131035927) | > loss_disc_real_3: 0.22253528237342834 (0.22929150209977076) | > loss_disc_real_4: 0.21692076325416565 (0.2315301134163498) | > loss_disc_real_5: 0.19603393971920013 (0.22336475423768035) | > loss_0: 2.3548614978790283 (2.3695295040424074) | > grad_norm_0: tensor(45.5325, device='cuda:0') (tensor(14.7191, device='cuda:0')) | > loss_gen: 2.4489731788635254 (2.480000671158488) | > loss_kl: 2.0486438274383545 (1.991849618080335) | > loss_feat: 6.45835018157959 (6.963040698287833) | > loss_mel: 16.913375854492188 (17.43677559877054) | > loss_duration: 2.096755027770996 (2.032128957092251) | > loss_1: 29.96609878540039 (30.903795494992508) | > grad_norm_1: tensor(349.1603, device='cuda:0') (tensor(157.1154, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.4366 (0.38304248019161374) | > loader_time: 0.0057 (0.004214742244818271)  --> TIME: 2024-06-11 19:36:20 -- STEP: 259/330 -- GLOBAL_STEP: 300450 | > loss_disc: 2.5193560123443604 (2.370895855215067) | > loss_disc_real_0: 0.10249604284763336 (0.11657654012204598) | > loss_disc_real_1: 0.23482678830623627 (0.1980760443279642) | > loss_disc_real_2: 0.22668199241161346 (0.21276126376220159) | > loss_disc_real_3: 0.2577613294124603 (0.22945167970012975) | > loss_disc_real_4: 0.24055980145931244 (0.23126665850863953) | > loss_disc_real_5: 0.23806016147136688 (0.22304536218118484) | > loss_0: 2.5193560123443604 (2.370895855215067) | > grad_norm_0: tensor(20.0567, device='cuda:0') (tensor(16.3695, device='cuda:0')) | > loss_gen: 2.269043207168579 (2.482850017694892) | > loss_kl: 1.929296612739563 (1.9956772677226415) | > loss_feat: 7.215826511383057 (6.979503773354195) | > loss_mel: 17.086271286010742 (17.388380242130477) | > loss_duration: 2.1318750381469727 (2.040062816446811) | > loss_1: 30.632312774658203 (30.88647407178253) | > grad_norm_1: tensor(314.9519, device='cuda:0') (tensor(174.8569, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.429 (0.3874940052916183) | > loader_time: 0.0061 (0.004334433198435426)  --> TIME: 2024-06-11 19:36:32 -- STEP: 284/330 -- GLOBAL_STEP: 300475 | > loss_disc: 2.3659889698028564 (2.3709442800199505) | > loss_disc_real_0: 0.10912257432937622 (0.11769788230861154) | > loss_disc_real_1: 0.22424587607383728 (0.198301963560598) | > loss_disc_real_2: 0.25465157628059387 (0.21250711643779782) | > loss_disc_real_3: 0.24056537449359894 (0.22942166392442206) | > loss_disc_real_4: 0.2239370495080948 (0.23132266539713026) | > loss_disc_real_5: 0.20859210193157196 (0.2230491659695834) | > loss_0: 2.3659889698028564 (2.3709442800199505) | > grad_norm_0: tensor(24.2055, device='cuda:0') (tensor(17.0998, device='cuda:0')) | > loss_gen: 2.478825569152832 (2.4802299251019098) | > loss_kl: 2.031874179840088 (2.0006012509406452) | > loss_feat: 6.373928070068359 (6.9792992128452775) | > loss_mel: 17.066003799438477 (17.342363082187283) | > loss_duration: 2.1632933616638184 (2.049741772278932) | > loss_1: 30.113924026489258 (30.852235189625915) | > grad_norm_1: tensor(351.8701, device='cuda:0') (tensor(187.5860, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.4546 (0.39283605612499606) | > loader_time: 0.0064 (0.0044955250243066056)  --> TIME: 2024-06-11 19:36:44 -- STEP: 309/330 -- GLOBAL_STEP: 300500 | > loss_disc: 2.534332513809204 (2.3720898396760535) | > loss_disc_real_0: 0.16724684834480286 (0.1190339725790093) | > loss_disc_real_1: 0.2349984496831894 (0.1984039777015791) | > loss_disc_real_2: 0.2436380833387375 (0.21241694915448958) | > loss_disc_real_3: 0.24413691461086273 (0.2294564360457331) | > loss_disc_real_4: 0.24335215985774994 (0.23096990754110527) | > loss_disc_real_5: 0.2201053947210312 (0.22269654269164438) | > loss_0: 2.534332513809204 (2.3720898396760535) | > grad_norm_0: tensor(33.0975, device='cuda:0') (tensor(19.0256, device='cuda:0')) | > loss_gen: 2.405658721923828 (2.4793549208965096) | > loss_kl: 1.9935922622680664 (2.007624121545588) | > loss_feat: 6.359923362731934 (6.997834369202646) | > loss_mel: 16.376022338867188 (17.29694773849933) | > loss_duration: 2.239194631576538 (2.061514317024872) | > loss_1: 29.374391555786133 (30.84327540968614) | > grad_norm_1: tensor(223.9007, device='cuda:0') (tensor(204.3701, device='cuda:0')) | > current_lr_0: 0.0001845531213603802 | > current_lr_1: 0.0001845531213603802 | > step_time: 0.4875 (0.4000759379377642) | > loader_time: 0.0071 (0.004667693357251612) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_300500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.28332781791687 (2.28332781791687) | > loss_disc_real_0: 0.05176761746406555 (0.05176761746406555) | > loss_disc_real_1: 0.25512203574180603 (0.25512203574180603) | > loss_disc_real_2: 0.3237490653991699 (0.3237490653991699) | > loss_disc_real_3: 0.2310650497674942 (0.2310650497674942) | > loss_disc_real_4: 0.2509836256504059 (0.2509836256504059) | > loss_disc_real_5: 0.22585812211036682 (0.22585812211036682) | > loss_0: 2.28332781791687 (2.28332781791687) | > loss_gen: 2.652188777923584 (2.652188777923584) | > loss_kl: 1.5956261157989502 (1.5956261157989502) | > loss_feat: 5.832313060760498 (5.832313060760498) | > loss_mel: 17.30661964416504 (17.30661964416504) | > loss_duration: 3.1209027767181396 (3.1209027767181396) | > loss_1: 30.50765037536621 (30.50765037536621)  --> STEP: 1 | > loss_disc: 2.3253049850463867 (2.3253049850463867) | > loss_disc_real_0: 0.068898044526577 (0.068898044526577) | > loss_disc_real_1: 0.22885818779468536 (0.22885818779468536) | > loss_disc_real_2: 0.2589285671710968 (0.2589285671710968) | > loss_disc_real_3: 0.29579654335975647 (0.29579654335975647) | > loss_disc_real_4: 0.20805159211158752 (0.20805159211158752) | > loss_disc_real_5: 0.15945948660373688 (0.15945948660373688) | > loss_0: 2.3253049850463867 (2.3253049850463867) | > loss_gen: 2.2197275161743164 (2.2197275161743164) | > loss_kl: 3.296781301498413 (3.296781301498413) | > loss_feat: 5.605366230010986 (5.605366230010986) | > loss_mel: 17.446392059326172 (17.446392059326172) | > loss_duration: 2.452052354812622 (2.452052354812622) | > loss_1: 31.020320892333984 (31.020320892333984)  --> STEP: 2 | > loss_disc: 2.323974132537842 (2.3246395587921143) | > loss_disc_real_0: 0.07378194481134415 (0.07133999466896057) | > loss_disc_real_1: 0.21823902428150177 (0.22354860603809357) | > loss_disc_real_2: 0.2530316710472107 (0.25598011910915375) | > loss_disc_real_3: 0.29939004778862 (0.29759329557418823) | > loss_disc_real_4: 0.2475540190935135 (0.2278028056025505) | > loss_disc_real_5: 0.1707255244255066 (0.16509250551462173) | > loss_0: 2.323974132537842 (2.3246395587921143) | > loss_gen: 2.3844752311706543 (2.3021013736724854) | > loss_kl: 2.8236801624298096 (3.0602307319641113) | > loss_feat: 6.696345806121826 (6.150856018066406) | > loss_mel: 20.029586791992188 (18.73798942565918) | > loss_duration: 2.467527389526367 (2.4597898721694946) | > loss_1: 34.40161895751953 (32.71096992492676)  --> STEP: 3 | > loss_disc: 2.1601145267486572 (2.2697978814442954) | > loss_disc_real_0: 0.11300846934318542 (0.08522948622703552) | > loss_disc_real_1: 0.19588476419448853 (0.21432732542355856) | > loss_disc_real_2: 0.23436053097248077 (0.24877358973026276) | > loss_disc_real_3: 0.24095313251018524 (0.27871324121952057) | > loss_disc_real_4: 0.1837838739156723 (0.2131298283735911) | > loss_disc_real_5: 0.18410548567771912 (0.17143016556898752) | > loss_0: 2.1601145267486572 (2.2697978814442954) | > loss_gen: 2.6135318279266357 (2.4059115250905356) | > loss_kl: 3.870419502258301 (3.330293655395508) | > loss_feat: 7.798847198486328 (6.700186411539714) | > loss_mel: 18.683805465698242 (18.7199281056722) | > loss_duration: 2.352943181991577 (2.4241743087768555) | > loss_1: 35.319549560546875 (33.58049647013346)  --> STEP: 4 | > loss_disc: 2.5151095390319824 (2.331125795841217) | > loss_disc_real_0: 0.12689371407032013 (0.09564554318785667) | > loss_disc_real_1: 0.21913298964500427 (0.21552874147891998) | > loss_disc_real_2: 0.3433944284915924 (0.27242879942059517) | > loss_disc_real_3: 0.2895859479904175 (0.2814314179122448) | > loss_disc_real_4: 0.21414706110954285 (0.21338413655757904) | > loss_disc_real_5: 0.20500518381595612 (0.17982392013072968) | > loss_0: 2.5151095390319824 (2.331125795841217) | > loss_gen: 2.551994562149048 (2.4424322843551636) | > loss_kl: 2.9880008697509766 (3.244720458984375) | > loss_feat: 5.571675777435303 (6.418058753013611) | > loss_mel: 13.504276275634766 (17.416015148162842) | > loss_duration: 2.394270420074463 (2.4166983366012573) | > loss_1: 27.010217666625977 (31.937926769256592)  --> STEP: 5 | > loss_disc: 2.293764114379883 (2.32365345954895) | > loss_disc_real_0: 0.0855448991060257 (0.09362541437149048) | > loss_disc_real_1: 0.2607897222042084 (0.22458093762397766) | > loss_disc_real_2: 0.29574790596961975 (0.2770926207304001) | > loss_disc_real_3: 0.2553190290927887 (0.27620894014835357) | > loss_disc_real_4: 0.1982356756925583 (0.2103544443845749) | > loss_disc_real_5: 0.15117542445659637 (0.17409422099590302) | > loss_0: 2.293764114379883 (2.32365345954895) | > loss_gen: 2.4436497688293457 (2.44267578125) | > loss_kl: 3.1914353370666504 (3.23406343460083) | > loss_feat: 7.082909107208252 (6.551028823852539) | > loss_mel: 19.69013786315918 (17.87083969116211) | > loss_duration: 2.434537649154663 (2.4202661991119383) | > loss_1: 34.84266662597656 (32.51887474060059)  --> STEP: 6 | > loss_disc: 2.4984657764434814 (2.3527888456980386) | > loss_disc_real_0: 0.10201279819011688 (0.09502331167459488) | > loss_disc_real_1: 0.26334500312805176 (0.23104161520799002) | > loss_disc_real_2: 0.34490692615509033 (0.2883950049678485) | > loss_disc_real_3: 0.24719634652137756 (0.2713735078771909) | > loss_disc_real_4: 0.1965266913175583 (0.20804981887340546) | > loss_disc_real_5: 0.14311270415782928 (0.16893063485622406) | > loss_0: 2.4984657764434814 (2.3527888456980386) | > loss_gen: 2.3462045192718506 (2.426597237586975) | > loss_kl: 3.014779806137085 (3.197516163190206) | > loss_feat: 6.3808417320251465 (6.522664308547974) | > loss_mel: 19.09557342529297 (18.074961980183918) | > loss_duration: 2.194131851196289 (2.382577141125997) | > loss_1: 33.031532287597656 (32.6043176651001)  --> STEP: 7 | > loss_disc: 2.3044283390045166 (2.3458802018846785) | > loss_disc_real_0: 0.11421819031238556 (0.09776543719427926) | > loss_disc_real_1: 0.2468690425157547 (0.2333026762519564) | > loss_disc_real_2: 0.3544062674045563 (0.2978251853159496) | > loss_disc_real_3: 0.3533927798271179 (0.2830905467271805) | > loss_disc_real_4: 0.3166697919368744 (0.22356695788247244) | > loss_disc_real_5: 0.24074651300907135 (0.17919004602091654) | > loss_0: 2.3044283390045166 (2.3458802018846785) | > loss_gen: 3.3589322566986084 (2.5597879546029225) | > loss_kl: 3.7536838054656982 (3.276968683515276) | > loss_feat: 7.352333068847656 (6.641188417162214) | > loss_mel: 18.334392547607422 (18.112023489815847) | > loss_duration: 2.60701584815979 (2.414639813559396) | > loss_1: 35.4063606262207 (33.00460951668875)  --> STEP: 8 | > loss_disc: 2.4696133136749268 (2.3613468408584595) | > loss_disc_real_0: 0.20195841789245605 (0.11078955978155136) | > loss_disc_real_1: 0.21558141708374023 (0.23108751885592937) | > loss_disc_real_2: 0.2733079493045807 (0.29476053081452847) | > loss_disc_real_3: 0.2961329519748688 (0.2847208473831415) | > loss_disc_real_4: 0.2556656301021576 (0.2275792919099331) | > loss_disc_real_5: 0.2546089291572571 (0.1886174064129591) | > loss_0: 2.4696133136749268 (2.3613468408584595) | > loss_gen: 2.862016201019287 (2.5975664854049683) | > loss_kl: 3.3693578243255615 (3.288517326116562) | > loss_feat: 8.330907821655273 (6.852403342723846) | > loss_mel: 17.747751235961914 (18.066489458084106) | > loss_duration: 2.2607603073120117 (2.395404875278473) | > loss_1: 34.57079315185547 (33.200382471084595)  --> STEP: 9 | > loss_disc: 2.105180501937866 (2.332883914311727) | > loss_disc_real_0: 0.1319173276424408 (0.11313708954387242) | > loss_disc_real_1: 0.17927421629428864 (0.22533048523796928) | > loss_disc_real_2: 0.3413551449775696 (0.2999377101659775) | > loss_disc_real_3: 0.24996083974838257 (0.28085862431261277) | > loss_disc_real_4: 0.17603270709514618 (0.221851893597179) | > loss_disc_real_5: 0.1440713256597519 (0.18366784188482496) | > loss_0: 2.105180501937866 (2.332883914311727) | > loss_gen: 2.9104833602905273 (2.6323350270589194) | > loss_kl: 2.713379383087158 (3.2246131102244058) | > loss_feat: 9.645654678344727 (7.162764602237278) | > loss_mel: 20.229917526245117 (18.30687035454644) | > loss_duration: 2.1456892490386963 (2.3676586945851645) | > loss_1: 37.64512634277344 (33.69424290127225)  --> STEP: 10 | > loss_disc: 2.6904852390289307 (2.368644046783447) | > loss_disc_real_0: 0.24769502878189087 (0.12659288346767425) | > loss_disc_real_1: 0.2712814211845398 (0.22992557883262635) | > loss_disc_real_2: 0.4388940632343292 (0.31383334547281266) | > loss_disc_real_3: 0.2914569079875946 (0.28191845268011095) | > loss_disc_real_4: 0.22924703359603882 (0.22259140759706497) | > loss_disc_real_5: 0.19296129047870636 (0.1845971867442131) | > loss_0: 2.6904852390289307 (2.368644046783447) | > loss_gen: 2.5928993225097656 (2.628391456604004) | > loss_kl: 2.9464900493621826 (3.1968008041381837) | > loss_feat: 7.940999984741211 (7.240588140487671) | > loss_mel: 18.050846099853516 (18.28126792907715) | > loss_duration: 2.3747847080230713 (2.368371295928955) | > loss_1: 33.90602111816406 (33.715420722961426)  --> STEP: 11 | > loss_disc: 2.5296730995178223 (2.3832830515774814) | > loss_disc_real_0: 0.11963047087192535 (0.12595993686806073) | > loss_disc_real_1: 0.2654886245727539 (0.23315858299081976) | > loss_disc_real_2: 0.29220259189605713 (0.31186691332947125) | > loss_disc_real_3: 0.22337178885936737 (0.276596028696407) | > loss_disc_real_4: 0.23913030326366425 (0.22409494356675583) | > loss_disc_real_5: 0.2801293730735779 (0.19328193095597354) | > loss_0: 2.5296730995178223 (2.3832830515774814) | > loss_gen: 2.4740536212921143 (2.614360744302923) | > loss_kl: 3.5340161323547363 (3.227456743066961) | > loss_feat: 7.033228397369385 (7.221737254749645) | > loss_mel: 17.6201171875 (18.2211633162065) | > loss_duration: 2.532158851623535 (2.3832610737193716) | > loss_1: 33.19357681274414 (33.667980367487125)  --> STEP: 12 | > loss_disc: 2.3162660598754883 (2.377698302268982) | > loss_disc_real_0: 0.10032244026660919 (0.12382347881793976) | > loss_disc_real_1: 0.23843234777450562 (0.23359806338946024) | > loss_disc_real_2: 0.3013093173503876 (0.3109871136645476) | > loss_disc_real_3: 0.24651186168193817 (0.2740890147785346) | > loss_disc_real_4: 0.2562492787837982 (0.22677447150150934) | > loss_disc_real_5: 0.2329515516757965 (0.19658773268262544) | > loss_0: 2.3162660598754883 (2.377698302268982) | > loss_gen: 2.6141488552093506 (2.6143430868784585) | > loss_kl: 2.0978243350982666 (3.13332070906957) | > loss_feat: 6.870057582855225 (7.19243061542511) | > loss_mel: 19.0165958404541 (18.2874493598938) | > loss_duration: 2.249553680419922 (2.3721187909444175) | > loss_1: 32.848182678222656 (33.59966389338175)  --> STEP: 13 | > loss_disc: 2.748260259628296 (2.4062030682196984) | > loss_disc_real_0: 0.11893817782402039 (0.12344768643379211) | > loss_disc_real_1: 0.33224502205848694 (0.24118629097938538) | > loss_disc_real_2: 0.3333266079425812 (0.3127055363013194) | > loss_disc_real_3: 0.2956996560096741 (0.27575137179631454) | > loss_disc_real_4: 0.23856060206890106 (0.22768109692977026) | > loss_disc_real_5: 0.20283430814743042 (0.19706823848761046) | > loss_0: 2.748260259628296 (2.4062030682196984) | > loss_gen: 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(18.140728133065362) | > loss_duration: 2.3974318504333496 (2.3620555060250417) | > loss_1: 35.69709014892578 (33.26197705950056)  --> STEP: 15 | > loss_disc: 2.4269509315490723 (2.4028988043467203) | > loss_disc_real_0: 0.15824732184410095 (0.12378734002510706) | > loss_disc_real_1: 0.21330463886260986 (0.2362573742866516) | > loss_disc_real_2: 0.2606055736541748 (0.3080756256977717) | > loss_disc_real_3: 0.24741680920124054 (0.2702508340279261) | > loss_disc_real_4: 0.1708318293094635 (0.22184402147928875) | > loss_disc_real_5: 0.206283301115036 (0.19311994512875874) | > loss_0: 2.4269509315490723 (2.4028988043467203) | > loss_gen: 2.4848411083221436 (2.554045565923055) | > loss_kl: 3.5887928009033203 (3.2428001880645754) | > loss_feat: 9.950865745544434 (7.180033747355143) | > loss_mel: 18.5318603515625 (18.1668036142985) | > loss_duration: 2.364290714263916 (2.3622045199076336) | > loss_1: 36.920650482177734 (33.50588862101237)  --> STEP: 16 | > loss_disc: 2.906905174255371 (2.434399202466011) | > loss_disc_real_0: 0.3747897148132324 (0.1394749884493649) | > loss_disc_real_1: 0.2904442548751831 (0.23964405432343483) | > loss_disc_real_2: 0.4054497480392456 (0.3141615083441138) | > loss_disc_real_3: 0.37013575434684753 (0.2764936415478587) | > loss_disc_real_4: 0.2483808994293213 (0.22350257635116577) | > loss_disc_real_5: 0.23770232498645782 (0.19590634386986494) | > loss_0: 2.906905174255371 (2.434399202466011) | > loss_gen: 2.6546952724456787 (2.560336172580719) | > loss_kl: 3.074012517929077 (3.2322509586811066) | > loss_feat: 6.949311256408691 (7.16561359167099) | > loss_mel: 18.400070190429688 (18.1813827753067) | > loss_duration: 2.400886058807373 (2.364622116088867) | > loss_1: 33.478973388671875 (33.50420641899109)  --> STEP: 17 | > loss_disc: 2.5023677349090576 (2.438397351433249) | > loss_disc_real_0: 0.12494680285453796 (0.138620389296728) | > loss_disc_real_1: 0.2290055900812149 (0.2390182623091866) | > loss_disc_real_2: 0.38290899991989136 (0.31820547843680663) | > loss_disc_real_3: 0.29947319626808167 (0.277845380060813) | > loss_disc_real_4: 0.27057674527168274 (0.22627164511119618) | > loss_disc_real_5: 0.29090383648872375 (0.20149443167097428) | > loss_0: 2.5023677349090576 (2.438397351433249) | > loss_gen: 2.6352856159210205 (2.5647449633654427) | > loss_kl: 2.430569887161255 (3.1850932485917034) | > loss_feat: 5.318404674530029 (7.056954243603875) | > loss_mel: 17.779390335083008 (18.157736161175897) | > loss_duration: 2.465904712677002 (2.370579915888169) | > loss_1: 30.62955665588379 (33.33510937410242)  --> STEP: 18 | > loss_disc: 2.653940200805664 (2.450371954176161) | > loss_disc_real_0: 0.15047010779380798 (0.13927870699101025) | > loss_disc_real_1: 0.20223760604858398 (0.2369748925169309) | > loss_disc_real_2: 0.22758042812347412 (0.31317075341939926) | > loss_disc_real_3: 0.2658484876155853 (0.27717888603607815) | > loss_disc_real_4: 0.20676952600479126 (0.22518819404972923) | > loss_disc_real_5: 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(3.0803931826039364) | > loss_feat: 7.174035549163818 (7.146852945026598) | > loss_mel: 17.79201316833496 (18.077516656172904) | > loss_duration: 2.3419456481933594 (2.3640748325147127) | > loss_1: 31.803876876831055 (33.214838329114414)  --> STEP: 20 | > loss_disc: 2.747600793838501 (2.4723457217216493) | > loss_disc_real_0: 0.1911967396736145 (0.14365241564810277) | > loss_disc_real_1: 0.36653077602386475 (0.24709747806191446) | > loss_disc_real_2: 0.37950730323791504 (0.31904463544487954) | > loss_disc_real_3: 0.2739931344985962 (0.2790666751563549) | > loss_disc_real_4: 0.26555997133255005 (0.22823931276798248) | > loss_disc_real_5: 0.20027923583984375 (0.20566663518548012) | > loss_0: 2.747600793838501 (2.4723457217216493) | > loss_gen: 2.503162384033203 (2.5438581466674806) | > loss_kl: 2.440192461013794 (3.0483831465244293) | > loss_feat: 3.5681159496307373 (6.967916095256806) | > loss_mel: 15.97574520111084 (17.9724280834198) | > loss_duration: 2.3265795707702637 (2.36220006942749) | > loss_1: 26.813796997070312 (32.894786262512206)  --> STEP: 21 | > loss_disc: 2.6140007972717285 (2.4790912015097484) | > loss_disc_real_0: 0.13363507390022278 (0.1431753993743942) | > loss_disc_real_1: 0.26925498247146606 (0.24815259731951214) | > loss_disc_real_2: 0.3742651343345642 (0.321674183011055) | > loss_disc_real_3: 0.31008821725845337 (0.28054389144693104) | > loss_disc_real_4: 0.32709577679634094 (0.23294676343599954) | > loss_disc_real_5: 0.23982475697994232 (0.20729321241378784) | > loss_0: 2.6140007972717285 (2.4790912015097484) | > loss_gen: 2.5622000694274902 (2.5447315715608143) | > loss_kl: 2.508737564086914 (3.0226857378369285) | > loss_feat: 6.51383638381958 (6.946293251855033) | > loss_mel: 16.137155532836914 (17.885034152439662) | > loss_duration: 2.212442398071289 (2.3550687517438615) | > loss_1: 29.934371948242188 (32.75381415230887)  --> STEP: 22 | > loss_disc: 2.690645933151245 (2.488707325675271) | > loss_disc_real_0: 0.08669833093881607 (0.14060825990004974) | > loss_disc_real_1: 0.3300202488899231 (0.25187385420907626) | > loss_disc_real_2: 0.40800973773002625 (0.32559852640737186) | > loss_disc_real_3: 0.2728193402290344 (0.28019277548248117) | > loss_disc_real_4: 0.22638532519340515 (0.23264851624315436) | > loss_disc_real_5: 0.22544777393341064 (0.20811841975558887) | > loss_0: 2.690645933151245 (2.488707325675271) | > loss_gen: 2.37510085105896 (2.5370210842652754) | > loss_kl: 2.2041015625 (2.9854773662307044) | > loss_feat: 6.400516033172607 (6.921485196460377) | > loss_mel: 18.808002471923828 (17.92698725787076) | > loss_duration: 2.1822967529296875 (2.34721547907049) | > loss_1: 31.97001838684082 (32.71818707206032)  --> STEP: 23 | > loss_disc: 2.549302577972412 (2.4913419018621035) | > loss_disc_real_0: 0.23433569073677063 (0.14468336558860284) | > loss_disc_real_1: 0.2677653431892395 (0.25256478851256164) | > loss_disc_real_2: 0.29561108350753784 (0.3242947245421617) | > loss_disc_real_3: 0.2645879089832306 (0.279514303025992) | > loss_disc_real_4: 0.1999528557062149 (0.23122696578502655) | > loss_disc_real_5: 0.1876680552959442 (0.20722927347473477) | > loss_0: 2.549302577972412 (2.4913419018621035) | > loss_gen: 2.3145437240600586 (2.5273481555607007) | > loss_kl: 2.5836191177368164 (2.9680052684701006) | > loss_feat: 7.313823223114014 (6.938543371532274) | > loss_mel: 16.875200271606445 (17.881257388902746) | > loss_duration: 2.282613754272461 (2.3444067084270976) | > loss_1: 31.36979866027832 (32.65956148893936)  --> STEP: 24 | > loss_disc: 2.4803318977355957 (2.490883151690166) | > loss_disc_real_0: 0.14811013638973236 (0.14482614770531657) | > loss_disc_real_1: 0.26478421688079834 (0.2530739313612382) | > loss_disc_real_2: 0.37107065320014954 (0.32624372156957787) | > loss_disc_real_3: 0.2757931649684906 (0.2793592556069295) | > loss_disc_real_4: 0.20828774571418762 (0.23027116494874159) | > loss_disc_real_5: 0.18545766174793243 (0.206322122986118) | > loss_0: 2.4803318977355957 (2.490883151690166) | > loss_gen: 2.380688428878784 (2.521237333615621) | > loss_kl: 2.861318588256836 (2.9635599901278815) | > loss_feat: 4.951510906219482 (6.855750352144241) | > loss_mel: 16.2341365814209 (17.81262735525767) | > loss_duration: 2.479808807373047 (2.3500484625498452) | > loss_1: 28.90746307373047 (32.50322405497232)  --> STEP: 25 | > loss_disc: 3.033801555633545 (2.512599887847901) | > loss_disc_real_0: 0.23193976283073425 (0.14831069231033328) | > loss_disc_real_1: 0.28170672059059143 (0.2542192429304123) | > loss_disc_real_2: 0.3644680380821228 (0.32777269423007965) | > loss_disc_real_3: 0.2878323495388031 (0.2796981793642044) | > loss_disc_real_4: 0.2575330138206482 (0.23136163890361786) | > loss_disc_real_5: 0.2498081773519516 (0.20806156516075133) | > loss_0: 3.033801555633545 (2.512599887847901) | > loss_gen: 2.193833351135254 (2.5081411743164064) | > loss_kl: 2.9449284076690674 (2.962814726829529) | > loss_feat: 8.373554229736328 (6.916462507247925) | > loss_mel: 15.170502662658691 (17.70694236755371) | > loss_duration: 2.3589606285095215 (2.3504049491882326) | > loss_1: 31.041780471801758 (32.4447663116455)  --> STEP: 26 | > loss_disc: 2.595689535140991 (2.515795643513019) | > loss_disc_real_0: 0.0940975695848465 (0.14622557220550686) | > loss_disc_real_1: 0.1493428349494934 (0.2501855349311462) | > loss_disc_real_2: 0.2312493473291397 (0.3240602578108127) | > loss_disc_real_3: 0.213822141289711 (0.2771644855921085) | > loss_disc_real_4: 0.06250952184200287 (0.22486732670894036) | > loss_disc_real_5: 0.10140493512153625 (0.20395938708232) | > loss_0: 2.595689535140991 (2.515795643513019) | > loss_gen: 1.9420411586761475 (2.486368096791781) | > loss_kl: 2.646608591079712 (2.9506529523776126) | > loss_feat: 12.308012962341309 (7.123829832443824) | > loss_mel: 20.886795043945312 (17.82924439356877) | > loss_duration: 2.263949155807495 (2.3470797263658967) | > loss_1: 40.04740524291992 (32.737175501309906) --> EVAL PERFORMANCE | > avg_loader_time: 0.002499222755432129 (+9.666956388033367e-05) | > avg_loss_disc: 2.515795643513019 (+0.028287144807668696) | > avg_loss_disc_real_0: 0.14622557220550686 (-0.029354724746484012) | > avg_loss_disc_real_1: 0.2501855349311462 (+0.07785463877595389) | > avg_loss_disc_real_2: 0.3240602578108127 (+0.09410622973854724) | > avg_loss_disc_real_3: 0.2771644855921085 (+0.01018629108483965) | > avg_loss_disc_real_4: 0.22486732670894036 (-0.02850554023797694) | > avg_loss_disc_real_5: 0.20395938708232 (-0.0765093908860133) | > avg_loss_0: 2.515795643513019 (+0.028287144807668696) | > avg_loss_gen: 2.486368096791781 (-0.01376187801361084) | > avg_loss_kl: 2.9506529523776126 (-0.03557711839675903) | > avg_loss_feat: 7.123829832443824 (+0.6172440877327547) | > avg_loss_mel: 17.82924439356877 (+0.4482612243065489) | > avg_loss_duration: 2.3470797263658967 (+0.0072691348882822915) | > avg_loss_1: 32.737175501309906 (+1.0234358127300531)  > EPOCH: 644/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:37:20)   --> TIME: 2024-06-11 19:37:23 -- STEP: 4/330 -- GLOBAL_STEP: 300525 | > loss_disc: 2.3508801460266113 (2.3638373017311096) | > loss_disc_real_0: 0.1251402199268341 (0.10933075100183487) | > loss_disc_real_1: 0.20188665390014648 (0.19708091765642166) | > loss_disc_real_2: 0.16363824903964996 (0.19769500568509102) | > loss_disc_real_3: 0.22644923627376556 (0.24175605550408363) | > loss_disc_real_4: 0.21320046484470367 (0.22292596846818924) | > loss_disc_real_5: 0.23137561976909637 (0.22074197232723236) | > loss_0: 2.3508801460266113 (2.3638373017311096) | > grad_norm_0: tensor(6.0874, device='cuda:0') (tensor(9.1809, device='cuda:0')) | > loss_gen: 2.3737151622772217 (2.4194089770317078) | > loss_kl: 1.9978265762329102 (2.0480132699012756) | > loss_feat: 6.292526721954346 (6.8037251234054565) | > loss_mel: 17.500802993774414 (17.949615001678467) | > loss_duration: 2.167872428894043 (2.15900582075119) | > loss_1: 30.332744598388672 (31.37976837158203) | > grad_norm_1: tensor(91.0479, device='cuda:0') (tensor(142.0586, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3547 (0.39349275827407837) | > loader_time: 0.0032 (0.003234267234802246)  --> TIME: 2024-06-11 19:37:32 -- STEP: 29/330 -- GLOBAL_STEP: 300550 | > loss_disc: 2.2920186519622803 (2.358952053662004) | > loss_disc_real_0: 0.1257844716310501 (0.107469799189732) | > loss_disc_real_1: 0.21555668115615845 (0.20138537164392142) | > loss_disc_real_2: 0.19296695291996002 (0.2101846357871746) | > loss_disc_real_3: 0.2137203961610794 (0.23167153319408154) | > loss_disc_real_4: 0.23168540000915527 (0.23188718022971316) | > loss_disc_real_5: 0.23447689414024353 (0.22406788170337677) | > loss_0: 2.2920186519622803 (2.358952053662004) | > grad_norm_0: tensor(5.6048, device='cuda:0') (tensor(9.2585, device='cuda:0')) | > loss_gen: 2.6604862213134766 (2.4856289666274494) | > loss_kl: 2.0467066764831543 (1.9638261836150597) | > loss_feat: 7.068955898284912 (6.928831018250564) | > loss_mel: 17.294841766357422 (17.63767327933476) | > loss_duration: 2.028994560241699 (2.032729305070022) | > loss_1: 31.09998321533203 (31.04868875700852) | > grad_norm_1: tensor(198.6827, device='cuda:0') (tensor(115.7556, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3927 (0.3673762535226756) | > loader_time: 0.0038 (0.0033623843357480808)  --> TIME: 2024-06-11 19:37:42 -- STEP: 54/330 -- GLOBAL_STEP: 300575 | > loss_disc: 2.361708402633667 (2.349394679069519) | > loss_disc_real_0: 0.10237576067447662 (0.11145921051502228) | > loss_disc_real_1: 0.18498589098453522 (0.19893668012486565) | > loss_disc_real_2: 0.2242683470249176 (0.21098636973787238) | > loss_disc_real_3: 0.2494312971830368 (0.22897874453553446) | > loss_disc_real_4: 0.2393791675567627 (0.23142139944765303) | > loss_disc_real_5: 0.1936524659395218 (0.2227619218605536) | > loss_0: 2.361708402633667 (2.349394679069519) | > grad_norm_0: tensor(8.0176, device='cuda:0') (tensor(9.0750, device='cuda:0')) | > loss_gen: 2.4839091300964355 (2.496324336087262) | > loss_kl: 1.9459813833236694 (1.964983962200306) | > loss_feat: 7.252994537353516 (7.014128623185335) | > loss_mel: 18.17786979675293 (17.622369236416294) | > loss_duration: 1.982185959815979 (2.0099726672525753) | > loss_1: 31.842941284179688 (31.107778831764502) | > grad_norm_1: tensor(54.2595, device='cuda:0') (tensor(104.4209, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3763 (0.36968038700245043) | > loader_time: 0.0037 (0.0035076097205833153)  --> TIME: 2024-06-11 19:37:51 -- STEP: 79/330 -- GLOBAL_STEP: 300600 | > loss_disc: 2.33960223197937 (2.3635446995119507) | > loss_disc_real_0: 0.13167758285999298 (0.11324955145769482) | > loss_disc_real_1: 0.1743503212928772 (0.19795773225494576) | > loss_disc_real_2: 0.19570045173168182 (0.21209693766092952) | > loss_disc_real_3: 0.19651319086551666 (0.22935909296892867) | > loss_disc_real_4: 0.21944238245487213 (0.23214848584766629) | > loss_disc_real_5: 0.21754202246665955 (0.22393596153470535) | > loss_0: 2.33960223197937 (2.3635446995119507) | > grad_norm_0: tensor(9.8748, device='cuda:0') (tensor(10.1237, device='cuda:0')) | > loss_gen: 2.523130178451538 (2.4862726428840736) | > loss_kl: 1.698474645614624 (1.9742797235899334) | > loss_feat: 6.913333415985107 (7.015646946581104) | > loss_mel: 17.534494400024414 (17.61215750778778) | > loss_duration: 1.9624836444854736 (1.9998065489756907) | > loss_1: 30.631916046142578 (31.088163375854492) | > grad_norm_1: tensor(57.4422, device='cuda:0') (tensor(110.1941, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3842 (0.3692909403692318) | > loader_time: 0.0034 (0.0035605943655665916)  --> TIME: 2024-06-11 19:38:00 -- STEP: 104/330 -- GLOBAL_STEP: 300625 | > loss_disc: 2.311769485473633 (2.3633679013985835) | > loss_disc_real_0: 0.09362202137708664 (0.11385929648979352) | > loss_disc_real_1: 0.1862480789422989 (0.19795778422401503) | > loss_disc_real_2: 0.19505752623081207 (0.21064203347151095) | > loss_disc_real_3: 0.23819363117218018 (0.2289958864163894) | > loss_disc_real_4: 0.226698100566864 (0.23285948513792112) | > loss_disc_real_5: 0.21747075021266937 (0.22517284793922535) | > loss_0: 2.311769485473633 (2.3633679013985835) | > grad_norm_0: tensor(24.5970, device='cuda:0') (tensor(10.0152, device='cuda:0')) | > loss_gen: 2.6252543926239014 (2.4805184098390423) | > loss_kl: 1.8979421854019165 (1.9759177657274098) | > loss_feat: 7.62069034576416 (6.9754650226006145) | > loss_mel: 17.68096160888672 (17.56792719547566) | > loss_duration: 2.0491890907287598 (2.000958422055611) | > loss_1: 31.87403678894043 (31.000786799650925) | > grad_norm_1: tensor(226.5858, device='cuda:0') (tensor(112.2491, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3778 (0.3692639263776633) | > loader_time: 0.0038 (0.003601816984323355)  --> TIME: 2024-06-11 19:38:10 -- STEP: 129/330 -- GLOBAL_STEP: 300650 | > loss_disc: 2.3455066680908203 (2.361056821290835) | > loss_disc_real_0: 0.09654384851455688 (0.11380117577175762) | > loss_disc_real_1: 0.20419645309448242 (0.19776234527428946) | > loss_disc_real_2: 0.2058059126138687 (0.21056778936885123) | > loss_disc_real_3: 0.25410258769989014 (0.22993553516476653) | > loss_disc_real_4: 0.20742163062095642 (0.2325685227564139) | > loss_disc_real_5: 0.2152804285287857 (0.22452441285284916) | > loss_0: 2.3455066680908203 (2.361056821290835) | > grad_norm_0: tensor(9.2240, device='cuda:0') (tensor(9.8282, device='cuda:0')) | > loss_gen: 2.4873874187469482 (2.4848560529161783) | > loss_kl: 2.0003201961517334 (1.9796872758126074) | > loss_feat: 6.59265661239624 (6.991845319437426) | > loss_mel: 17.830142974853516 (17.56878595573958) | > loss_duration: 1.9837613105773926 (2.003552654916927) | > loss_1: 30.89426612854004 (31.028727213541668) | > grad_norm_1: tensor(104.5456, device='cuda:0') (tensor(109.6681, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3629 (0.36914393883342894) | > loader_time: 0.0038 (0.0036819276883620624)  --> TIME: 2024-06-11 19:38:19 -- STEP: 154/330 -- GLOBAL_STEP: 300675 | > loss_disc: 2.307826042175293 (2.3647184248094413) | > loss_disc_real_0: 0.11646922677755356 (0.11565591003020088) | > loss_disc_real_1: 0.16573566198349 (0.19765352361000976) | > loss_disc_real_2: 0.22717207670211792 (0.21088493605712788) | > loss_disc_real_3: 0.22459770739078522 (0.22995045287655547) | > loss_disc_real_4: 0.2375384122133255 (0.23165526066894654) | > loss_disc_real_5: 0.21993404626846313 (0.22453577110132608) | > loss_0: 2.307826042175293 (2.3647184248094413) | > grad_norm_0: tensor(32.3159, device='cuda:0') (tensor(10.7127, device='cuda:0')) | > loss_gen: 2.5257434844970703 (2.479359724304892) | > loss_kl: 2.068682909011841 (1.9871761280220825) | > loss_feat: 7.064106464385986 (6.992857682240474) | > loss_mel: 17.003496170043945 (17.574669664556332) | > loss_duration: 2.020629405975342 (2.0071324048104238) | > loss_1: 30.682659149169922 (31.041195572196663) | > grad_norm_1: tensor(361.7305, device='cuda:0') (tensor(116.5190, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.3892 (0.3705082992454628) | > loader_time: 0.0039 (0.0037455280105788986)  --> TIME: 2024-06-11 19:38:29 -- STEP: 179/330 -- GLOBAL_STEP: 300700 | > loss_disc: 2.4964563846588135 (2.3645808776663646) | > loss_disc_real_0: 0.10054896771907806 (0.11604183933088899) | > loss_disc_real_1: 0.21353137493133545 (0.1974280432449373) | > loss_disc_real_2: 0.2209118902683258 (0.21088533711167018) | > loss_disc_real_3: 0.2157764583826065 (0.23003818302847154) | > loss_disc_real_4: 0.2243519425392151 (0.23180653146525335) | > loss_disc_real_5: 0.22805169224739075 (0.2240790313515583) | > loss_0: 2.4964563846588135 (2.3645808776663646) | > grad_norm_0: tensor(13.6184, device='cuda:0') (tensor(12.5795, device='cuda:0')) | > loss_gen: 2.2818126678466797 (2.4821997927553827) | > loss_kl: 2.098907470703125 (1.995330783241954) | > loss_feat: 6.365849494934082 (7.002745223444934) | > loss_mel: 16.73048210144043 (17.55540399178447) | > loss_duration: 2.0595040321350098 (2.0142966335712207) | > loss_1: 29.536556243896484 (31.049976370188112) | > grad_norm_1: tensor(238.4004, device='cuda:0') (tensor(141.2215, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.4054 (0.37297510967574304) | > loader_time: 0.0043 (0.0038368955004814617)  --> TIME: 2024-06-11 19:38:39 -- STEP: 204/330 -- GLOBAL_STEP: 300725 | > loss_disc: 2.3441591262817383 (2.3621560381908036) | > loss_disc_real_0: 0.07572147995233536 (0.11732753932329953) | > loss_disc_real_1: 0.13842476904392242 (0.19690610965092978) | > loss_disc_real_2: 0.21589772403240204 (0.21069866024395995) | > loss_disc_real_3: 0.23287780582904816 (0.22934507330258688) | > loss_disc_real_4: 0.2255067080259323 (0.23147742077708244) | > loss_disc_real_5: 0.21868160367012024 (0.22350945170311362) | > loss_0: 2.3441591262817383 (2.3621560381908036) | > grad_norm_0: tensor(10.5929, device='cuda:0') (tensor(14.4823, device='cuda:0')) | > loss_gen: 2.578681230545044 (2.485352309311138) | > loss_kl: 2.0728797912597656 (2.001473157429228) | > loss_feat: 7.7810235023498535 (7.022752336427277) | > loss_mel: 17.432811737060547 (17.51624569238401) | > loss_duration: 2.005892276763916 (2.02226621029424) | > loss_1: 31.871288299560547 (31.04808967253741) | > grad_norm_1: tensor(522.8099, device='cuda:0') (tensor(161.8914, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.4204 (0.3755996554505591) | > loader_time: 0.0049 (0.00393371488533768)  --> TIME: 2024-06-11 19:38:50 -- STEP: 229/330 -- GLOBAL_STEP: 300750 | > loss_disc: 2.207284450531006 (2.362944857001825) | > loss_disc_real_0: 0.1039167046546936 (0.11808035831784577) | > loss_disc_real_1: 0.15154632925987244 (0.1970722793751929) | > loss_disc_real_2: 0.2097015231847763 (0.21084594062842654) | > loss_disc_real_3: 0.22809597849845886 (0.22944932447250233) | > loss_disc_real_4: 0.2367437779903412 (0.2310608136081279) | > loss_disc_real_5: 0.2098202258348465 (0.22347362847047078) | > loss_0: 2.207284450531006 (2.362944857001825) | > grad_norm_0: tensor(6.3308, device='cuda:0') (tensor(16.7258, device='cuda:0')) | > loss_gen: 2.750610113143921 (2.4872268276964213) | > loss_kl: 2.0828328132629395 (2.0059443587299004) | > loss_feat: 6.863704681396484 (7.013934393637045) | > loss_mel: 17.758926391601562 (17.47276463154622) | > loss_duration: 2.1311161518096924 (2.0311096453770823) | > loss_1: 31.587190628051758 (31.010979823149967) | > grad_norm_1: tensor(449.5831, device='cuda:0') (tensor(183.5025, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.4027 (0.37882019650988186) | > loader_time: 0.0057 (0.004071062829296662)  --> TIME: 2024-06-11 19:39:01 -- STEP: 254/330 -- GLOBAL_STEP: 300775 | > loss_disc: 2.4387869834899902 (2.3633783323558295) | > loss_disc_real_0: 0.06118515878915787 (0.11833878976153576) | > loss_disc_real_1: 0.20469769835472107 (0.1968990572559552) | > loss_disc_real_2: 0.22148509323596954 (0.21135290495053988) | > loss_disc_real_3: 0.2624915540218353 (0.22938114879872856) | > loss_disc_real_4: 0.26719802618026733 (0.2312113160458137) | > loss_disc_real_5: 0.2818949222564697 (0.22341420231607015) | > loss_0: 2.4387869834899902 (2.3633783323558295) | > grad_norm_0: tensor(59.8666, device='cuda:0') (tensor(18.8029, device='cuda:0')) | > loss_gen: 2.7452456951141357 (2.4910798166680523) | > loss_kl: 2.0522069931030273 (2.01195951521866) | > loss_feat: 6.969891548156738 (7.023692934531865) | > loss_mel: 16.993064880371094 (17.42838969568568) | > loss_duration: 2.0745296478271484 (2.038187320776815) | > loss_1: 30.834938049316406 (30.993309283819723) | > grad_norm_1: tensor(516.3811, device='cuda:0') (tensor(208.6090, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.4301 (0.38264880124039535) | > loader_time: 0.0053 (0.00420756884447233)  --> TIME: 2024-06-11 19:39:12 -- STEP: 279/330 -- GLOBAL_STEP: 300800 | > loss_disc: 2.415921926498413 (2.3621313828293995) | > loss_disc_real_0: 0.11348002403974533 (0.11986520021192489) | > loss_disc_real_1: 0.2019917219877243 (0.1966908233887833) | > loss_disc_real_2: 0.2106097936630249 (0.21115747024722423) | > loss_disc_real_3: 0.22904790937900543 (0.229155574434547) | > loss_disc_real_4: 0.24513983726501465 (0.23052527854305868) | > loss_disc_real_5: 0.24674059450626373 (0.22302705012128343) | > loss_0: 2.415921926498413 (2.3621313828293995) | > grad_norm_0: tensor(15.2127, device='cuda:0') (tensor(21.3794, device='cuda:0')) | > loss_gen: 2.522895574569702 (2.4930194475317515) | > loss_kl: 2.0336058139801025 (2.0165405957075) | > loss_feat: 7.130957126617432 (7.028456187162776) | > loss_mel: 16.59130096435547 (17.387370571013427) | > loss_duration: 2.129981517791748 (2.0475256631024026) | > loss_1: 30.408740997314453 (30.972912443154176) | > grad_norm_1: tensor(267.5392, device='cuda:0') (tensor(226.2390, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.448 (0.38709387215234903) | > loader_time: 0.0077 (0.004363433434544498)  --> TIME: 2024-06-11 19:39:24 -- STEP: 304/330 -- GLOBAL_STEP: 300825 | > loss_disc: 2.4020164012908936 (2.3643130832596833) | > loss_disc_real_0: 0.1395404040813446 (0.1211608159845989) | > loss_disc_real_1: 0.17082801461219788 (0.19673914579968704) | > loss_disc_real_2: 0.1930665522813797 (0.21108564494275733) | > loss_disc_real_3: 0.20770879089832306 (0.22932134500067486) | > loss_disc_real_4: 0.2224738448858261 (0.23081132000018106) | > loss_disc_real_5: 0.20900961756706238 (0.22339320692576856) | > loss_0: 2.4020164012908936 (2.3643130832596833) | > grad_norm_0: tensor(31.4974, device='cuda:0') (tensor(22.3865, device='cuda:0')) | > loss_gen: 2.488154411315918 (2.4890636064504332) | > loss_kl: 2.214414119720459 (2.020138646034818) | > loss_feat: 8.522857666015625 (7.035479224041889) | > loss_mel: 17.149770736694336 (17.338917409118853) | > loss_duration: 2.2037439346313477 (2.058203197623557) | > loss_1: 32.578941345214844 (30.941802093857213) | > grad_norm_1: tensor(254.6807, device='cuda:0') (tensor(237.4472, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 0.5029 (0.39491601131464305) | > loader_time: 0.0075 (0.004568314081744146)  --> TIME: 2024-06-11 19:39:52 -- STEP: 329/330 -- GLOBAL_STEP: 300850 | > loss_disc: 2.6054844856262207 (2.369911767791471) | > loss_disc_real_0: 0.18654505908489227 (0.12274657558978147) | > loss_disc_real_1: 0.28348490595817566 (0.19825002569195713) | > loss_disc_real_2: 0.24826568365097046 (0.2114285751950777) | > loss_disc_real_3: 0.3274418115615845 (0.2294852204598192) | > loss_disc_real_4: 0.29831790924072266 (0.23069716532541987) | > loss_disc_real_5: 0.3345843553543091 (0.22356929772711812) | > loss_0: 2.6054844856262207 (2.369911767791471) | > grad_norm_0: tensor(6.9147, device='cuda:0') (tensor(22.6583, device='cuda:0')) | > loss_gen: 2.8105928897857666 (2.487088590407444) | > loss_kl: 2.2026779651641846 (2.0271916095971334) | > loss_feat: 9.653362274169922 (7.1295600009906615) | > loss_mel: 17.601638793945312 (17.31074461023858) | > loss_duration: 2.309954881668091 (2.0728418413991294) | > loss_1: 34.57822799682617 (31.027426670387523) | > grad_norm_1: tensor(116.6315, device='cuda:0') (tensor(245.7522, device='cuda:0')) | > current_lr_0: 0.00018453005222021014 | > current_lr_1: 0.00018453005222021014 | > step_time: 14.1809 (0.4505176855800362) | > loader_time: 0.0348 (0.005059009627368314)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.620781421661377 (2.620781421661377) | > loss_disc_real_0: 0.10747329145669937 (0.10747329145669937) | > loss_disc_real_1: 0.19595128297805786 (0.19595128297805786) | > loss_disc_real_2: 0.23468197882175446 (0.23468197882175446) | > loss_disc_real_3: 0.28590354323387146 (0.28590354323387146) | > loss_disc_real_4: 0.32251203060150146 (0.32251203060150146) | > loss_disc_real_5: 0.3029458522796631 (0.3029458522796631) | > loss_0: 2.620781421661377 (2.620781421661377) | > loss_gen: 2.2264204025268555 (2.2264204025268555) | > loss_kl: 2.458890438079834 (2.458890438079834) | > loss_feat: 5.180789947509766 (5.180789947509766) | > loss_mel: 16.564638137817383 (16.564638137817383) | > loss_duration: 2.8919930458068848 (2.8919930458068848) | > loss_1: 29.32273292541504 (29.32273292541504)  --> STEP: 1 | > loss_disc: 2.4326491355895996 (2.4326491355895996) | > loss_disc_real_0: 0.08280730992555618 (0.08280730992555618) | > loss_disc_real_1: 0.20952652394771576 (0.20952652394771576) | > loss_disc_real_2: 0.2797362208366394 (0.2797362208366394) | > loss_disc_real_3: 0.2522926330566406 (0.2522926330566406) | > loss_disc_real_4: 0.27955228090286255 (0.27955228090286255) | > loss_disc_real_5: 0.2037552148103714 (0.2037552148103714) | > loss_0: 2.4326491355895996 (2.4326491355895996) | > loss_gen: 2.219691514968872 (2.219691514968872) | > loss_kl: 3.762516975402832 (3.762516975402832) | > loss_feat: 6.764864444732666 (6.764864444732666) | > loss_mel: 16.684669494628906 (16.684669494628906) | > loss_duration: 2.5343422889709473 (2.5343422889709473) | > loss_1: 31.96608543395996 (31.96608543395996)  --> STEP: 2 | > loss_disc: 2.2853591442108154 (2.3590041399002075) | > loss_disc_real_0: 0.08149087429046631 (0.08214909210801125) | > loss_disc_real_1: 0.11867763102054596 (0.16410207748413086) | > loss_disc_real_2: 0.2021811157464981 (0.24095866829156876) | > loss_disc_real_3: 0.20562660694122314 (0.22895961999893188) | > loss_disc_real_4: 0.30903980135917664 (0.2942960411310196) | > loss_disc_real_5: 0.2356671392917633 (0.21971117705106735) | > loss_0: 2.2853591442108154 (2.3590041399002075) | > loss_gen: 2.2461488246917725 (2.2329201698303223) | > loss_kl: 2.9136111736297607 (3.3380640745162964) | > loss_feat: 5.471624374389648 (6.118244409561157) | > loss_mel: 18.346899032592773 (17.51578426361084) | > loss_duration: 2.479999542236328 (2.5071709156036377) | > loss_1: 31.458284378051758 (31.71218490600586)  --> STEP: 3 | > loss_disc: 2.1018409729003906 (2.273283084233602) | > loss_disc_real_0: 0.09547211229801178 (0.08659009883801143) | > loss_disc_real_1: 0.14800599217414856 (0.15873671571413675) | > loss_disc_real_2: 0.19624179601669312 (0.22605304419994354) | > loss_disc_real_3: 0.16932742297649384 (0.20908222099145254) | > loss_disc_real_4: 0.24809205532073975 (0.27889471252759296) | > loss_disc_real_5: 0.1986517757177353 (0.21269137660662332) | > loss_0: 2.1018409729003906 (2.273283084233602) | > loss_gen: 2.511411428451538 (2.3257505893707275) | > loss_kl: 3.515460968017578 (3.397196372350057) | > loss_feat: 7.255368709564209 (6.497285842895508) | > loss_mel: 20.34226417541504 (18.45794423421224) | > loss_duration: 2.333500623703003 (2.4492808183034263) | > loss_1: 35.958003997802734 (33.12745793660482)  --> STEP: 4 | > loss_disc: 2.2453854084014893 (2.2663086652755737) | > loss_disc_real_0: 0.1423652470111847 (0.10053388588130474) | > loss_disc_real_1: 0.21555481851100922 (0.17294124141335487) | > loss_disc_real_2: 0.275296688079834 (0.23836395516991615) | > loss_disc_real_3: 0.2583986818790436 (0.2214113362133503) | > loss_disc_real_4: 0.20105449855327606 (0.25943465903401375) | > loss_disc_real_5: 0.2140469253063202 (0.21303026378154755) | > loss_0: 2.2453854084014893 (2.2663086652755737) | > loss_gen: 2.6419782638549805 (2.4048075079917908) | > loss_kl: 2.8650355339050293 (3.2641561627388) | > loss_feat: 7.567136287689209 (6.764748454093933) | > loss_mel: 18.909046173095703 (18.570719718933105) | > loss_duration: 2.322948932647705 (2.417697846889496) | > loss_1: 34.30614471435547 (33.42212963104248)  --> STEP: 5 | > loss_disc: 2.433398962020874 (2.299726724624634) | > loss_disc_real_0: 0.07627296447753906 (0.0956817016005516) | > loss_disc_real_1: 0.278800368309021 (0.1941130667924881) | > loss_disc_real_2: 0.25552481412887573 (0.24179612696170807) | > loss_disc_real_3: 0.2818237841129303 (0.2334938257932663) | > loss_disc_real_4: 0.37042689323425293 (0.2816331058740616) | > loss_disc_real_5: 0.23317627608776093 (0.2170594662427902) | > loss_0: 2.433398962020874 (2.299726724624634) | > loss_gen: 2.5393688678741455 (2.4317197799682617) | > loss_kl: 2.8667523860931396 (3.184675407409668) | > loss_feat: 5.496458530426025 (6.511090469360352) | > loss_mel: 18.15644073486328 (18.48786392211914) | > loss_duration: 2.400456428527832 (2.414249563217163) | > loss_1: 31.459476470947266 (33.029598999023435)  --> STEP: 6 | > loss_disc: 2.4377429485321045 (2.3227294286092124) | > loss_disc_real_0: 0.10898439586162567 (0.09789881731073062) | > loss_disc_real_1: 0.1495947241783142 (0.1866933430234591) | > loss_disc_real_2: 0.26813483238220215 (0.2461859111984571) | > loss_disc_real_3: 0.21635989844799042 (0.2306381712357203) | > loss_disc_real_4: 0.2872137725353241 (0.282563216984272) | > loss_disc_real_5: 0.21958300471305847 (0.21748005598783493) | > loss_0: 2.4377429485321045 (2.3227294286092124) | > loss_gen: 2.1388959884643555 (2.382915814717611) | > loss_kl: 3.0850167274475098 (3.168065627415975) | > loss_feat: 5.352099895477295 (6.317925373713176) | > loss_mel: 19.40544891357422 (18.64079475402832) | > loss_duration: 2.2014434337615967 (2.378781874974569) | > loss_1: 32.18290328979492 (32.88848304748535)  --> STEP: 7 | > loss_disc: 2.3381128311157227 (2.3249270575387135) | > loss_disc_real_0: 0.08341094851493835 (0.09582912176847458) | > loss_disc_real_1: 0.19417589902877808 (0.18776227959564754) | > loss_disc_real_2: 0.2780029773712158 (0.25073120636599405) | > loss_disc_real_3: 0.23342277109622955 (0.23103597121579306) | > loss_disc_real_4: 0.293110191822052 (0.2840699276753834) | > loss_disc_real_5: 0.2676524221897125 (0.22464753687381744) | > loss_0: 2.3381128311157227 (2.3249270575387135) | > loss_gen: 2.6155731678009033 (2.4161525794437955) | > loss_kl: 3.8891496658325195 (3.2710776329040527) | > loss_feat: 6.789681434631348 (6.385319096701486) | > loss_mel: 16.424848556518555 (18.324231011526926) | > loss_duration: 2.551034927368164 (2.4033894538879395) | > loss_1: 32.270286560058594 (32.80016926356724)  --> STEP: 8 | > loss_disc: 2.268310070037842 (2.3178499341011047) | > loss_disc_real_0: 0.14843440055847168 (0.10240478161722422) | > loss_disc_real_1: 0.2438410371541977 (0.1947721242904663) | > loss_disc_real_2: 0.2339339554309845 (0.24863154999911785) | > loss_disc_real_3: 0.268327921628952 (0.23569746501743793) | > loss_disc_real_4: 0.2392803281545639 (0.278471227735281) | > loss_disc_real_5: 0.26379722356796265 (0.2295412477105856) | > loss_0: 2.268310070037842 (2.3178499341011047) | > loss_gen: 2.9975898265838623 (2.4888322353363037) | > loss_kl: 2.7044618129730225 (3.200250655412674) | > loss_feat: 8.230060577392578 (6.615911781787872) | > loss_mel: 17.418312072753906 (18.210991144180298) | > loss_duration: 2.264465808868408 (2.386023998260498) | > loss_1: 33.614891052246094 (32.9020094871521)  --> STEP: 9 | > loss_disc: 2.457266330718994 (2.333340644836426) | > loss_disc_real_0: 0.17177623510360718 (0.11011272089348899) | > loss_disc_real_1: 0.16701163351535797 (0.19168762531545427) | > loss_disc_real_2: 0.30198806524276733 (0.25456005169285667) | > loss_disc_real_3: 0.299366295337677 (0.2427717794974645) | > loss_disc_real_4: 0.3158591389656067 (0.2826254400942061) | > loss_disc_real_5: 0.26199594140052795 (0.23314732478724587) | > loss_0: 2.457266330718994 (2.333340644836426) | > loss_gen: 2.619917869567871 (2.503397305806478) | > loss_kl: 2.840383768081665 (3.1602654457092285) | > loss_feat: 7.635380744934082 (6.7291861110263405) | > loss_mel: 17.94362449645996 (18.181283738878037) | > loss_duration: 2.1588363647460938 (2.3607809278700085) | > loss_1: 33.198143005371094 (32.93491321139865)  --> STEP: 10 | > loss_disc: 2.6274805068969727 (2.3627546310424803) | > loss_disc_real_0: 0.12310119718313217 (0.1114115685224533) | > loss_disc_real_1: 0.21922217309474945 (0.1944410800933838) | > loss_disc_real_2: 0.31772086024284363 (0.26087613254785535) | > loss_disc_real_3: 0.27036356925964355 (0.2455309584736824) | > loss_disc_real_4: 0.3047560751438141 (0.28483850359916685) | > loss_disc_real_5: 0.26746460795402527 (0.2365790531039238) | > loss_0: 2.6274805068969727 (2.3627546310424803) | > loss_gen: 2.3892123699188232 (2.4919788122177122) | > loss_kl: 2.479775905609131 (3.0922164916992188) | > loss_feat: 5.562045097351074 (6.612472009658814) | > loss_mel: 13.740221977233887 (17.737177562713622) | > loss_duration: 2.3327252864837646 (2.3579753637313843) | > loss_1: 26.50398063659668 (32.291819953918456)  --> STEP: 11 | > loss_disc: 2.561896562576294 (2.3808584430001) | > loss_disc_real_0: 0.1254948377609253 (0.11269186572595076) | > loss_disc_real_1: 0.3394584357738495 (0.2076244760643352) | > loss_disc_real_2: 0.29410356283187866 (0.26389680802822113) | > loss_disc_real_3: 0.31371554732322693 (0.25172955746000464) | > loss_disc_real_4: 0.3456040322780609 (0.2903626425699754) | > loss_disc_real_5: 0.26871931552886963 (0.23950089514255524) | > loss_0: 2.561896562576294 (2.3808584430001) | > loss_gen: 2.730837821960449 (2.51369326764887) | > loss_kl: 3.4402358531951904 (3.1238546154715796) | > loss_feat: 6.50346565246582 (6.602562340823087) | > loss_mel: 17.10883331298828 (17.680055358193137) | > loss_duration: 2.527904987335205 (2.3734235113317315) | > loss_1: 32.311279296875 (32.29358898509633)  --> STEP: 12 | > loss_disc: 2.7606735229492188 (2.4125096996625266) | > loss_disc_real_0: 0.12469115853309631 (0.11369180679321289) | > loss_disc_real_1: 0.21179533004760742 (0.2079720472296079) | > loss_disc_real_2: 0.2806648015975952 (0.265294140825669) | > loss_disc_real_3: 0.36443716287612915 (0.26112185791134834) | > loss_disc_real_4: 0.3859252333641052 (0.29832619180281955) | > loss_disc_real_5: 0.353736013174057 (0.24902048831184706) | > loss_0: 2.7606735229492188 (2.4125096996625266) | > loss_gen: 2.4350507259368896 (2.507139722506205) | > loss_kl: 2.698296070098877 (3.0883914033571878) | > loss_feat: 6.1630730628967285 (6.565938234329224) | > loss_mel: 18.568599700927734 (17.75410072008769) | > loss_duration: 2.2527060508728027 (2.363363722960154) | > loss_1: 32.11772537231445 (32.27893368403117)  --> STEP: 13 | > loss_disc: 2.3516907691955566 (2.4078313203958364) | > loss_disc_real_0: 0.14504453539848328 (0.11610355514746445) | > loss_disc_real_1: 0.27781713008880615 (0.21334474591108468) | > loss_disc_real_2: 0.3232974708080292 (0.26975593543969667) | > loss_disc_real_3: 0.3034721910953522 (0.2643795758485794) | > loss_disc_real_4: 0.262126088142395 (0.2955415684443254) | > loss_disc_real_5: 0.23229791224002838 (0.24773413630632254) | > loss_0: 2.3516907691955566 (2.4078313203958364) | > loss_gen: 2.932860851287842 (2.5398875016432543) | > loss_kl: 3.989586591720581 (3.157714110154372) | > loss_feat: 8.252693176269531 (6.695688614478478) | > loss_mel: 16.735286712646484 (17.67573041182298) | > loss_duration: 2.2685937881469727 (2.356073727974525) | > loss_1: 34.179019927978516 (32.425094164334816)  --> STEP: 14 | > loss_disc: 2.2431516647338867 (2.3960684878485545) | > loss_disc_real_0: 0.1127096638083458 (0.11586113433752741) | > loss_disc_real_1: 0.17171290516853333 (0.21037104300090245) | > loss_disc_real_2: 0.20403601229190826 (0.26506165521485464) | > loss_disc_real_3: 0.2522392272949219 (0.26351240809474674) | > loss_disc_real_4: 0.2979009747505188 (0.2957100974661963) | > loss_disc_real_5: 0.24843837320804596 (0.24778443894215993) | > loss_0: 2.2431516647338867 (2.3960684878485545) | > loss_gen: 2.6200780868530273 (2.5456154005868092) | > loss_kl: 3.677013397216797 (3.1948069163731168) | > loss_feat: 7.534582614898682 (6.755609614508493) | > loss_mel: 18.388118743896484 (17.726615292685374) | > loss_duration: 2.369431495666504 (2.3570278542382375) | > loss_1: 34.5892219543457 (32.57967472076417)  --> STEP: 15 | > loss_disc: 2.65690279006958 (2.413457441329956) | > loss_disc_real_0: 0.17048457264900208 (0.11950269689162572) | > loss_disc_real_1: 0.25271472334861755 (0.21319395502408345) | > loss_disc_real_2: 0.2912260890007019 (0.2668059508005778) | > loss_disc_real_3: 0.31955450773239136 (0.2672485480705897) | > loss_disc_real_4: 0.3136141300201416 (0.29690369963645935) | > loss_disc_real_5: 0.33710387349128723 (0.25373906791210177) | > loss_0: 2.65690279006958 (2.413457441329956) | > loss_gen: 2.6099274158477783 (2.549902868270874) | > loss_kl: 3.803035020828247 (3.2353554566701255) | > loss_feat: 6.1290507316589355 (6.713839022318522) | > loss_mel: 17.437040328979492 (17.707310295104982) | > loss_duration: 2.365417957305908 (2.357587194442749) | > loss_1: 32.3444709777832 (32.56399447123211)  --> STEP: 16 | > loss_disc: 2.4522628784179688 (2.415882781147957) | > loss_disc_real_0: 0.10528263449668884 (0.11861394299194217) | > loss_disc_real_1: 0.1020737886428833 (0.20624894462525845) | > loss_disc_real_2: 0.25313428044319153 (0.26595147140324116) | > loss_disc_real_3: 0.23515956103801727 (0.2652429863810539) | > loss_disc_real_4: 0.2712680399417877 (0.2953014709055424) | > loss_disc_real_5: 0.25366684794425964 (0.2537345541641116) | > loss_0: 2.4522628784179688 (2.415882781147957) | > loss_gen: 2.1826138496398926 (2.5269473046064377) | > loss_kl: 2.648416042327881 (3.198671743273735) | > loss_feat: 5.858269214630127 (6.660365909337997) | > loss_mel: 15.46590518951416 (17.567222476005554) | > loss_duration: 2.3813724517822266 (2.3590737730264664) | > loss_1: 28.536577224731445 (32.31228089332582)  --> STEP: 17 | > loss_disc: 2.682313919067383 (2.4315552010255703) | > loss_disc_real_0: 0.08905911445617676 (0.1168754236663089) | > loss_disc_real_1: 0.26672685146331787 (0.209806468556909) | > loss_disc_real_2: 0.3263399302959442 (0.26950373369104724) | > loss_disc_real_3: 0.2839784026145935 (0.2663450696889092) | > loss_disc_real_4: 0.29550448060035706 (0.29531341265229616) | > loss_disc_real_5: 0.35828864574432373 (0.2598847948453006) | > loss_0: 2.682313919067383 (2.4315552010255703) | > loss_gen: 2.519312620162964 (2.5264982055215275) | > loss_kl: 2.548086643218994 (3.160402031505809) | > loss_feat: 6.464577674865723 (6.64884895436904) | > loss_mel: 17.482091903686523 (17.562214795280905) | > loss_duration: 2.4607019424438477 (2.3650519006392536) | > loss_1: 31.474769592285156 (32.26301552267637)  --> STEP: 18 | > loss_disc: 2.469477891921997 (2.433662017186483) | > loss_disc_real_0: 0.07654131948947906 (0.11463464010092947) | > loss_disc_real_1: 0.20812828838825226 (0.20971323632531697) | > loss_disc_real_2: 0.34521305561065674 (0.27370980713102555) | > loss_disc_real_3: 0.2197125405073166 (0.26375437362326515) | > loss_disc_real_4: 0.2663101255893707 (0.2937021189265781) | > loss_disc_real_5: 0.2437611222267151 (0.25898903525537914) | > loss_0: 2.469477891921997 (2.433662017186483) | > loss_gen: 2.4601690769195557 (2.522813253932529) | > loss_kl: 3.0599958896636963 (3.1548239125145807) | > loss_feat: 7.489845275878906 (6.6955709722306995) | > loss_mel: 17.9118709564209 (17.58164013756646) | > loss_duration: 2.2755982875823975 (2.360082255469428) | > loss_1: 33.197479248046875 (32.314930174085845)  --> STEP: 19 | > loss_disc: 2.569206714630127 (2.440795948630885) | > loss_disc_real_0: 0.19268210232257843 (0.11874240127048995) | > loss_disc_real_1: 0.2616538405418396 (0.21244695233671287) | > loss_disc_real_2: 0.32957011461257935 (0.2766498233142652) | > loss_disc_real_3: 0.2823220491409302 (0.26473161970314224) | > loss_disc_real_4: 0.2892681062221527 (0.2934687498368715) | > loss_disc_real_5: 0.33768871426582336 (0.26313112362434987) | > loss_0: 2.569206714630127 (2.440795948630885) | > loss_gen: 2.833327293395996 (2.539156098114817) | > loss_kl: 1.9913790225982666 (3.093589970940038) | > loss_feat: 5.894068717956543 (6.653386643058376) | > loss_mel: 16.597042083740234 (17.52981918736508) | > loss_duration: 2.3392200469970703 (2.358984244497199) | > loss_1: 29.655038833618164 (32.174935893008595)  --> STEP: 20 | > loss_disc: 2.435824394226074 (2.4405473709106444) | > loss_disc_real_0: 0.14762797951698303 (0.1201866801828146) | > loss_disc_real_1: 0.22529299557209015 (0.21308925449848176) | > loss_disc_real_2: 0.29821711778640747 (0.2777281880378723) | > loss_disc_real_3: 0.24498121440410614 (0.26374409943819044) | > loss_disc_real_4: 0.3470670282840729 (0.29614866375923155) | > loss_disc_real_5: 0.3188144564628601 (0.2659152902662754) | > loss_0: 2.435824394226074 (2.4405473709106444) | > loss_gen: 2.9261553287506104 (2.5585060596466063) | > loss_kl: 2.249011993408203 (3.051361072063446) | > loss_feat: 7.268004894256592 (6.684117555618286) | > loss_mel: 19.08568572998047 (17.607612514495848) | > loss_duration: 2.3092854022979736 (2.3564993023872374) | > loss_1: 33.83814239501953 (32.258096218109145)  --> STEP: 21 | > loss_disc: 2.2671265602111816 (2.432289237067813) | > loss_disc_real_0: 0.06889070570468903 (0.11774401473147529) | > loss_disc_real_1: 0.1926477700471878 (0.21211585047699155) | > loss_disc_real_2: 0.24141089618206024 (0.27599879318759557) | > loss_disc_real_3: 0.21407002210617065 (0.26137866718428476) | > loss_disc_real_4: 0.2341313660144806 (0.2931954591047196) | > loss_disc_real_5: 0.18834646046161652 (0.26222153646605356) | > loss_0: 2.2671265602111816 (2.432289237067813) | > loss_gen: 2.2966418266296387 (2.546036334264846) | > loss_kl: 3.016385793685913 (3.0496955826168968) | > loss_feat: 5.955051898956299 (6.649400143396287) | > loss_mel: 18.072147369384766 (17.62973322187151) | > loss_duration: 2.1615190505981445 (2.3472145284925188) | > loss_1: 31.501747131347656 (32.22207959493002)  --> STEP: 22 | > loss_disc: 2.4791173934936523 (2.434417789632624) | > loss_disc_real_0: 0.09407754242420197 (0.1166682659902356) | > loss_disc_real_1: 0.2406047135591507 (0.2134107987989079) | > loss_disc_real_2: 0.30815958976745605 (0.2774606475775892) | > loss_disc_real_3: 0.3249473571777344 (0.26426815309307794) | > loss_disc_real_4: 0.3224570155143738 (0.294525529850613) | > loss_disc_real_5: 0.34686288237571716 (0.26606887037103827) | > loss_0: 2.4791173934936523 (2.434417789632624) | > loss_gen: 2.8759407997131348 (2.5610319917852227) | > loss_kl: 2.116436243057251 (3.007274703546004) | > loss_feat: 8.69484806060791 (6.742375048724088) | > loss_mel: 17.442066192626953 (17.621202902360395) | > loss_duration: 2.221980094909668 (2.341522054238753) | > loss_1: 33.35126876831055 (32.27340637553823)  --> STEP: 23 | > loss_disc: 2.5182840824127197 (2.4380641501882803) | > loss_disc_real_0: 0.11359167844057083 (0.11653450131416321) | > loss_disc_real_1: 0.1634894162416458 (0.2112403039051139) | > loss_disc_real_2: 0.31240153312683105 (0.27897981651451276) | > loss_disc_real_3: 0.26974499225616455 (0.26450627653495123) | > loss_disc_real_4: 0.275486558675766 (0.2936977484951849) | > loss_disc_real_5: 0.2605668306350708 (0.26582965125208313) | > loss_0: 2.5182840824127197 (2.4380641501882803) | > loss_gen: 2.4524190425872803 (2.5563096896461817) | > loss_kl: 2.6656606197357178 (2.992421917293383) | > loss_feat: 7.265204906463623 (6.765106781669285) | > loss_mel: 18.033973693847656 (17.639149458512016) | > loss_duration: 2.3183531761169434 (2.3405147117117178) | > loss_1: 32.73561096191406 (32.29350222711979)  --> STEP: 24 | > loss_disc: 2.762485980987549 (2.451581726471583) | > loss_disc_real_0: 0.1286378800868988 (0.11703880876302719) | > loss_disc_real_1: 0.2898293137550354 (0.21451484598219395) | > loss_disc_real_2: 0.3983839154243469 (0.2839549873024225) | > loss_disc_real_3: 0.3312871754169464 (0.26728881398836773) | > loss_disc_real_4: 0.36615458130836487 (0.296716783195734) | > loss_disc_real_5: 0.33870407938957214 (0.26886608575781185) | > loss_0: 2.762485980987549 (2.451581726471583) | > loss_gen: 2.6966891288757324 (2.562158832947413) | > loss_kl: 2.678349494934082 (2.9793355663617453) | > loss_feat: 7.964162826538086 (6.815067450205485) | > loss_mel: 17.136808395385742 (17.618218580881756) | > loss_duration: 2.4430665969848633 (2.3447877069314322) | > loss_1: 32.91907501220703 (32.319567759831756)  --> STEP: 25 | > loss_disc: 2.593766450881958 (2.457269115447998) | > loss_disc_real_0: 0.14179398119449615 (0.11802901566028595) | > loss_disc_real_1: 0.19204238057136536 (0.2136159473657608) | > loss_disc_real_2: 0.28334251046180725 (0.2839304882287979) | > loss_disc_real_3: 0.27737635374069214 (0.2676923155784607) | > loss_disc_real_4: 0.30565887689590454 (0.29707446694374084) | > loss_disc_real_5: 0.3398189842700958 (0.2717042016983032) | > loss_0: 2.593766450881958 (2.457269115447998) | > loss_gen: 2.4752554893493652 (2.5586826992034912) | > loss_kl: 2.7044265270233154 (2.968339204788208) | > loss_feat: 7.365653038024902 (6.837090873718262) | > loss_mel: 14.85593318939209 (17.507727165222168) | > loss_duration: 2.3659274578094482 (2.3456332969665525) | > loss_1: 29.767196655273438 (32.217472915649424)  --> STEP: 26 | > loss_disc: 2.821950912475586 (2.471295338410598) | > loss_disc_real_0: 0.10495416074991226 (0.11752613662527157) | > loss_disc_real_1: 0.34145766496658325 (0.21853293650425398) | > loss_disc_real_2: 0.2782222628593445 (0.28371094109920353) | > loss_disc_real_3: 0.2997685968875885 (0.26892601870573485) | > loss_disc_real_4: 0.4070614278316498 (0.30130473467019886) | > loss_disc_real_5: 0.38147589564323425 (0.2759261899269544) | > loss_0: 2.821950912475586 (2.471295338410598) | > loss_gen: 2.4324731826782227 (2.5538284870294423) | > loss_kl: 3.050823926925659 (2.9715116941011868) | > loss_feat: 9.759787559509277 (6.949502284710224) | > loss_mel: 18.995786666870117 (17.56496022297786) | > loss_duration: 2.307370662689209 (2.3441616571866546) | > loss_1: 36.546241760253906 (32.38396402505729) --> EVAL PERFORMANCE | > avg_loader_time: 0.00245058536529541 (-4.863739013671875e-05) | > avg_loss_disc: 2.471295338410598 (-0.04450030510242131) | > avg_loss_disc_real_0: 0.11752613662527157 (-0.028699435580235286) | > avg_loss_disc_real_1: 0.21853293650425398 (-0.03165259842689222) | > avg_loss_disc_real_2: 0.28371094109920353 (-0.040349316711609184) | > avg_loss_disc_real_3: 0.26892601870573485 (-0.008238466886373641) | > avg_loss_disc_real_4: 0.30130473467019886 (+0.0764374079612585) | > avg_loss_disc_real_5: 0.2759261899269544 (+0.07196680284463439) | > avg_loss_0: 2.471295338410598 (-0.04450030510242131) | > avg_loss_gen: 2.5538284870294423 (+0.06746039023766137) | > avg_loss_kl: 2.9715116941011868 (+0.02085874172357416) | > avg_loss_feat: 6.949502284710224 (-0.1743275477335997) | > avg_loss_mel: 17.56496022297786 (-0.264284170590912) | > avg_loss_duration: 2.3441616571866546 (-0.0029180691792420888) | > avg_loss_1: 32.38396402505729 (-0.35321147625261773)  > EPOCH: 645/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:39:58)   --> TIME: 2024-06-11 19:40:08 -- STEP: 24/330 -- GLOBAL_STEP: 300875 | > loss_disc: 2.3910837173461914 (2.339679181575775) | > loss_disc_real_0: 0.1110532209277153 (0.10481484079112609) | > loss_disc_real_1: 0.2230331301689148 (0.19864587672054768) | > loss_disc_real_2: 0.20903730392456055 (0.21079807169735432) | > loss_disc_real_3: 0.24597255885601044 (0.22514839842915535) | > loss_disc_real_4: 0.21737448871135712 (0.23055862076580524) | > loss_disc_real_5: 0.22674354910850525 (0.2172403863320748) | > loss_0: 2.3910837173461914 (2.339679181575775) | > grad_norm_0: tensor(9.0922, device='cuda:0') (tensor(8.0899, device='cuda:0')) | > loss_gen: 2.3929147720336914 (2.481351892153422) | > loss_kl: 1.9303017854690552 (1.9482684085766475) | > loss_feat: 7.2287492752075195 (6.9847585161526995) | > loss_mel: 18.27813148498535 (17.656358957290653) | > loss_duration: 1.9619582891464233 (2.0500801205635066) | > loss_1: 31.792055130004883 (31.12081750233968) | > grad_norm_1: tensor(61.7714, device='cuda:0') (tensor(82.1434, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3788 (0.35660064220428483) | > loader_time: 0.0038 (0.0031806925932566323)  --> TIME: 2024-06-11 19:40:18 -- STEP: 49/330 -- GLOBAL_STEP: 300900 | > loss_disc: 2.3735923767089844 (2.3633624485560825) | > loss_disc_real_0: 0.10210365802049637 (0.11149395257234573) | > loss_disc_real_1: 0.18289504945278168 (0.1995805754345291) | > loss_disc_real_2: 0.21004220843315125 (0.20952168319906508) | > loss_disc_real_3: 0.22015595436096191 (0.2275840186951112) | > loss_disc_real_4: 0.2382480502128601 (0.23279359176450845) | > loss_disc_real_5: 0.21292290091514587 (0.22304345180793683) | > loss_0: 2.3735923767089844 (2.3633624485560825) | > grad_norm_0: tensor(4.6953, device='cuda:0') (tensor(8.4783, device='cuda:0')) | > loss_gen: 2.455036163330078 (2.4534076476583677) | > loss_kl: 1.8900235891342163 (1.9360305119533927) | > loss_feat: 6.92849588394165 (6.820183617728097) | > loss_mel: 17.080978393554688 (17.5520193528156) | > loss_duration: 1.9478793144226074 (2.0135734129925162) | > loss_1: 30.302413940429688 (30.775214331490652) | > grad_norm_1: tensor(82.4413, device='cuda:0') (tensor(81.9386, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3644 (0.36161124949552576) | > loader_time: 0.0034 (0.0033846777312609615)  --> TIME: 2024-06-11 19:40:27 -- STEP: 74/330 -- GLOBAL_STEP: 300925 | > loss_disc: 2.384589672088623 (2.3710771444681527) | > loss_disc_real_0: 0.12136215716600418 (0.11360537240634093) | > loss_disc_real_1: 0.18699337542057037 (0.19876828004379535) | > loss_disc_real_2: 0.22562813758850098 (0.2094944967208682) | > loss_disc_real_3: 0.23881487548351288 (0.22944695462246198) | > loss_disc_real_4: 0.2677305042743683 (0.23381830288751707) | > loss_disc_real_5: 0.2488611936569214 (0.22422255495110074) | > loss_0: 2.384589672088623 (2.3710771444681527) | > grad_norm_0: tensor(8.7040, device='cuda:0') (tensor(8.8579, device='cuda:0')) | > loss_gen: 2.5751776695251465 (2.4537941281859945) | > loss_kl: 2.3429360389709473 (1.9539818425436277) | > loss_feat: 6.626028060913086 (6.853017678131929) | > loss_mel: 17.413715362548828 (17.552880802670046) | > loss_duration: 1.9355568885803223 (1.9994061879209577) | > loss_1: 30.893413543701172 (30.813080478358913) | > grad_norm_1: tensor(180.7256, device='cuda:0') (tensor(79.4430, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3776 (0.3673477269507743) | > loader_time: 0.0042 (0.003570356884518185)  --> TIME: 2024-06-11 19:40:37 -- STEP: 99/330 -- GLOBAL_STEP: 300950 | > loss_disc: 2.4054574966430664 (2.3659049766232276) | > loss_disc_real_0: 0.10700571537017822 (0.11467858291033542) | > loss_disc_real_1: 0.22255925834178925 (0.19762391980850338) | > loss_disc_real_2: 0.25215402245521545 (0.21024270551373261) | > loss_disc_real_3: 0.22993969917297363 (0.22908805837534896) | > loss_disc_real_4: 0.24342714250087738 (0.23366378398254664) | > loss_disc_real_5: 0.2501579523086548 (0.22372804777790803) | > loss_0: 2.4054574966430664 (2.3659049766232276) | > grad_norm_0: tensor(6.6657, device='cuda:0') (tensor(9.9827, device='cuda:0')) | > loss_gen: 2.521191120147705 (2.462174882792465) | > loss_kl: 2.0067763328552246 (1.9702789602857647) | > loss_feat: 7.1098175048828125 (6.876190373391816) | > loss_mel: 17.381290435791016 (17.540518057466766) | > loss_duration: 2.020775079727173 (1.9998073060103143) | > loss_1: 31.03985023498535 (30.848969411368323) | > grad_norm_1: tensor(143.4159, device='cuda:0') (tensor(98.6492, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3648 (0.36975456488252884) | > loader_time: 0.004 (0.0036818451351589626)  --> TIME: 2024-06-11 19:40:47 -- STEP: 124/330 -- GLOBAL_STEP: 300975 | > loss_disc: 2.3699283599853516 (2.3630222370547638) | > loss_disc_real_0: 0.11222615838050842 (0.11487830748721477) | > loss_disc_real_1: 0.2110297679901123 (0.19742855585871208) | > loss_disc_real_2: 0.19821038842201233 (0.21054435521364212) | > loss_disc_real_3: 0.210316002368927 (0.22892008265179972) | > loss_disc_real_4: 0.22016426920890808 (0.23247254375488527) | > loss_disc_real_5: 0.22669988870620728 (0.2229755455928464) | > loss_0: 2.3699283599853516 (2.3630222370547638) | > grad_norm_0: tensor(10.3587, device='cuda:0') (tensor(10.5005, device='cuda:0')) | > loss_gen: 2.4775354862213135 (2.4643919044925333) | > loss_kl: 1.9366710186004639 (1.9814053091310686) | > loss_feat: 7.152856826782227 (6.907520628744556) | > loss_mel: 17.477201461791992 (17.52780808171919) | > loss_duration: 2.026406764984131 (2.0037200873897922) | > loss_1: 31.0706729888916 (30.88484593360655) | > grad_norm_1: tensor(92.7743, device='cuda:0') (tensor(106.6302, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3691 (0.37090970431604686) | > loader_time: 0.0041 (0.0037857467128384497)  --> TIME: 2024-06-11 19:40:56 -- STEP: 149/330 -- GLOBAL_STEP: 301000 | > loss_disc: 2.280592918395996 (2.3685447849683317) | > loss_disc_real_0: 0.07866748422384262 (0.11548959853865157) | > loss_disc_real_1: 0.19267509877681732 (0.1982998179909367) | > loss_disc_real_2: 0.2799292504787445 (0.21251938277042953) | > loss_disc_real_3: 0.2260635644197464 (0.22989752888679504) | > loss_disc_real_4: 0.21085746586322784 (0.23199520755134173) | > loss_disc_real_5: 0.20874623954296112 (0.2224565812405324) | > loss_0: 2.280592918395996 (2.3685447849683317) | > grad_norm_0: tensor(29.7176, device='cuda:0') (tensor(11.0821, device='cuda:0')) | > loss_gen: 2.571711301803589 (2.4630408687079526) | > loss_kl: 2.0780346393585205 (1.9861195143437225) | > loss_feat: 7.17282772064209 (6.933113744594907) | > loss_mel: 18.180734634399414 (17.530666376920358) | > loss_duration: 2.033360004425049 (2.0073135891216722) | > loss_1: 32.03666687011719 (30.920253984080066) | > grad_norm_1: tensor(254.7040, device='cuda:0') (tensor(116.4669, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3674 (0.3711101912812097) | > loader_time: 0.0048 (0.0038793519039282062) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_301000.pth  --> TIME: 2024-06-11 19:41:11 -- STEP: 174/330 -- GLOBAL_STEP: 301025 | > loss_disc: 2.412550687789917 (2.3723732589305127) | > loss_disc_real_0: 0.109831802546978 (0.11594461705321553) | > loss_disc_real_1: 0.21545228362083435 (0.1978471565178071) | > loss_disc_real_2: 0.271167129278183 (0.2129401526916986) | > loss_disc_real_3: 0.2514358162879944 (0.23039172170148497) | > loss_disc_real_4: 0.2631642818450928 (0.23246610258845077) | > loss_disc_real_5: 0.24368694424629211 (0.22339469031698403) | > loss_0: 2.412550687789917 (2.3723732589305127) | > grad_norm_0: tensor(8.0536, device='cuda:0') (tensor(12.2600, device='cuda:0')) | > loss_gen: 2.519442081451416 (2.46541889234521) | > loss_kl: 1.8785088062286377 (1.9886223173689568) | > loss_feat: 6.53684139251709 (6.939996034249492) | > loss_mel: 17.70366859436035 (17.507212781358046) | > loss_duration: 2.0955960750579834 (2.01233390761518) | > loss_1: 30.73405647277832 (30.91358379934026) | > grad_norm_1: tensor(161.2680, device='cuda:0') (tensor(135.3609, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.385 (0.3731818692437532) | > loader_time: 0.0046 (0.003996403737999929)  --> TIME: 2024-06-11 19:41:21 -- STEP: 199/330 -- GLOBAL_STEP: 301050 | > loss_disc: 2.3362953662872314 (2.371189238438055) | > loss_disc_real_0: 0.10712763667106628 (0.11720255900867022) | > loss_disc_real_1: 0.22081319987773895 (0.19826884335608938) | > loss_disc_real_2: 0.19287802278995514 (0.2120918771579637) | > loss_disc_real_3: 0.23495905101299286 (0.22973777840484927) | > loss_disc_real_4: 0.22959351539611816 (0.23195419576599371) | > loss_disc_real_5: 0.2253757119178772 (0.22357678368462988) | > loss_0: 2.3362953662872314 (2.371189238438055) | > grad_norm_0: tensor(7.3025, device='cuda:0') (tensor(13.9139, device='cuda:0')) | > loss_gen: 2.488609790802002 (2.4701524176190244) | > loss_kl: 1.943009853363037 (1.9962137320532871) | > loss_feat: 6.686779022216797 (6.963951609242502) | > loss_mel: 17.584346771240234 (17.497883734391568) | > loss_duration: 2.1343679428100586 (2.020669666966001) | > loss_1: 30.837112426757812 (30.94887100871484) | > grad_norm_1: tensor(303.7838, device='cuda:0') (tensor(157.6073, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3836 (0.3758268595939903) | > loader_time: 0.0055 (0.004127526403072494)  --> TIME: 2024-06-11 19:41:31 -- STEP: 224/330 -- GLOBAL_STEP: 301075 | > loss_disc: 2.3918495178222656 (2.3752768337726584) | > loss_disc_real_0: 0.10202230513095856 (0.11763238996666457) | > loss_disc_real_1: 0.2032235562801361 (0.19871575571596622) | > loss_disc_real_2: 0.2111726701259613 (0.21232738578692079) | > loss_disc_real_3: 0.2277480661869049 (0.23020376371485846) | > loss_disc_real_4: 0.24115988612174988 (0.23222231306135654) | > loss_disc_real_5: 0.23508843779563904 (0.22355589177459478) | > loss_0: 2.3918495178222656 (2.3752768337726584) | > grad_norm_0: tensor(15.1207, device='cuda:0') (tensor(16.3051, device='cuda:0')) | > loss_gen: 2.5652780532836914 (2.472096338868141) | > loss_kl: 2.046377182006836 (1.9994066538555282) | > loss_feat: 6.801521301269531 (6.97227607028825) | > loss_mel: 17.298309326171875 (17.448311737605497) | > loss_duration: 2.1344785690307617 (2.0282936825283926) | > loss_1: 30.845966339111328 (30.92038427931922) | > grad_norm_1: tensor(310.2671, device='cuda:0') (tensor(176.1448, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.3945 (0.3783975158418927) | > loader_time: 0.0054 (0.004253153290067402)  --> TIME: 2024-06-11 19:41:42 -- STEP: 249/330 -- GLOBAL_STEP: 301100 | > loss_disc: 2.3968117237091064 (2.3774548582283836) | > loss_disc_real_0: 0.168410524725914 (0.11962681927953858) | > loss_disc_real_1: 0.19436605274677277 (0.19870252099381872) | > loss_disc_real_2: 0.2244216352701187 (0.212180767851661) | > loss_disc_real_3: 0.22822673618793488 (0.23020152520223794) | > loss_disc_real_4: 0.23741205036640167 (0.23242087117639412) | > loss_disc_real_5: 0.235966756939888 (0.22350785668834625) | > loss_0: 2.3968117237091064 (2.3774548582283836) | > grad_norm_0: tensor(42.9350, device='cuda:0') (tensor(18.2476, device='cuda:0')) | > loss_gen: 2.5248749256134033 (2.4722531904657203) | > loss_kl: 1.9969607591629028 (2.0004629356315333) | > loss_feat: 6.317366123199463 (6.968117432421948) | > loss_mel: 16.768537521362305 (17.40610154086806) | > loss_duration: 2.110952854156494 (2.036628614467788) | > loss_1: 29.718692779541016 (30.883563535759247) | > grad_norm_1: tensor(240.1694, device='cuda:0') (tensor(191.9839, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.4205 (0.38249988632508536) | > loader_time: 0.0057 (0.0043902148204634965)  --> TIME: 2024-06-11 19:41:53 -- STEP: 274/330 -- GLOBAL_STEP: 301125 | > loss_disc: 2.41805100440979 (2.3775150297331975) | > loss_disc_real_0: 0.12486329674720764 (0.12042238332168029) | > loss_disc_real_1: 0.1911308914422989 (0.19931600346182385) | > loss_disc_real_2: 0.23394833505153656 (0.21196937773131977) | > loss_disc_real_3: 0.2637485861778259 (0.23000368726079481) | > loss_disc_real_4: 0.24179480969905853 (0.23199329938549199) | > loss_disc_real_5: 0.24717843532562256 (0.2236153681891678) | > loss_0: 2.41805100440979 (2.3775150297331975) | > grad_norm_0: tensor(32.3907, device='cuda:0') (tensor(19.0127, device='cuda:0')) | > loss_gen: 2.508265495300293 (2.4710820982926083) | > loss_kl: 2.0713753700256348 (2.004482474640338) | > loss_feat: 7.007016658782959 (6.9802877989998695) | > loss_mel: 17.157360076904297 (17.365753306089527) | > loss_duration: 2.135488986968994 (2.0451146290250053) | > loss_1: 30.879507064819336 (30.866720136934823) | > grad_norm_1: tensor(169.2513, device='cuda:0') (tensor(203.3818, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.4441 (0.38732256419467215) | > loader_time: 0.0064 (0.004541660747388855)  --> TIME: 2024-06-11 19:42:04 -- STEP: 299/330 -- GLOBAL_STEP: 301150 | > loss_disc: 2.43815279006958 (2.3786068879641014) | > loss_disc_real_0: 0.10565035045146942 (0.1212832760751048) | > loss_disc_real_1: 0.19650523364543915 (0.19915077214855018) | > loss_disc_real_2: 0.2676902711391449 (0.21222570942197752) | > loss_disc_real_3: 0.2094726264476776 (0.22988978247578726) | > loss_disc_real_4: 0.22728119790554047 (0.2318752692096608) | > loss_disc_real_5: 0.21908846497535706 (0.22344198708350843) | > loss_0: 2.43815279006958 (2.3786068879641014) | > grad_norm_0: tensor(37.4982, device='cuda:0') (tensor(20.1490, device='cuda:0')) | > loss_gen: 2.3420135974884033 (2.4672971377803328) | > loss_kl: 1.9879822731018066 (2.0077796225563738) | > loss_feat: 6.945796489715576 (6.983560104433908) | > loss_mel: 17.40996551513672 (17.324201172410845) | > loss_duration: 2.207838773727417 (2.055693942567575) | > loss_1: 30.893596649169922 (30.838531832232523) | > grad_norm_1: tensor(209.1975, device='cuda:0') (tensor(213.4009, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.463 (0.3931707307247812) | > loader_time: 0.007 (0.004707076477765244)  --> TIME: 2024-06-11 19:42:18 -- STEP: 324/330 -- GLOBAL_STEP: 301175 | > loss_disc: 2.4375686645507812 (2.3825575694625747) | > loss_disc_real_0: 0.14924965798854828 (0.12268491038753662) | > loss_disc_real_1: 0.1854289323091507 (0.19931520047931023) | > loss_disc_real_2: 0.20570221543312073 (0.2127614040157677) | > loss_disc_real_3: 0.27169477939605713 (0.2303051301450641) | > loss_disc_real_4: 0.2457812875509262 (0.23195983165944065) | > loss_disc_real_5: 0.24604767560958862 (0.22354099099282865) | > loss_0: 2.4375686645507812 (2.3825575694625747) | > grad_norm_0: tensor(8.7607, device='cuda:0') (tensor(21.5952, device='cuda:0')) | > loss_gen: 2.4164161682128906 (2.465005776028574) | > loss_kl: 2.26835560798645 (2.0138614394782506) | > loss_feat: 8.959891319274902 (7.022378646297219) | > loss_mel: 17.32997703552246 (17.29994571356126) | > loss_duration: 2.270347833633423 (2.070027166310649) | > loss_1: 33.24498748779297 (30.87121859891915) | > grad_norm_1: tensor(139.0248, device='cuda:0') (tensor(227.0632, device='cuda:0')) | > current_lr_0: 0.0001845069859636826 | > current_lr_1: 0.0001845069859636826 | > step_time: 0.6068 (0.40474937285906004) | > loader_time: 0.0098 (0.004973778018244993)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5290403366088867 (2.5290403366088867) | > loss_disc_real_0: 0.1960599273443222 (0.1960599273443222) | > loss_disc_real_1: 0.17595970630645752 (0.17595970630645752) | > loss_disc_real_2: 0.2744905650615692 (0.2744905650615692) | > loss_disc_real_3: 0.2919176518917084 (0.2919176518917084) | > loss_disc_real_4: 0.2712605595588684 (0.2712605595588684) | > loss_disc_real_5: 0.284443199634552 (0.284443199634552) | > loss_0: 2.5290403366088867 (2.5290403366088867) | > loss_gen: 2.549853801727295 (2.549853801727295) | > loss_kl: 2.2273364067077637 (2.2273364067077637) | > loss_feat: 4.811066627502441 (4.811066627502441) | > loss_mel: 16.9750919342041 (16.9750919342041) | > loss_duration: 2.9307029247283936 (2.9307029247283936) | > loss_1: 29.494050979614258 (29.494050979614258)  --> STEP: 1 | > loss_disc: 2.4533612728118896 (2.4533612728118896) | > loss_disc_real_0: 0.08303196728229523 (0.08303196728229523) | > loss_disc_real_1: 0.17401783168315887 (0.17401783168315887) | > loss_disc_real_2: 0.16452205181121826 (0.16452205181121826) | > loss_disc_real_3: 0.2530744671821594 (0.2530744671821594) | > loss_disc_real_4: 0.27701514959335327 (0.27701514959335327) | > loss_disc_real_5: 0.3416409194469452 (0.3416409194469452) | > loss_0: 2.4533612728118896 (2.4533612728118896) | > loss_gen: 2.224557399749756 (2.224557399749756) | > loss_kl: 3.708735466003418 (3.708735466003418) | > loss_feat: 6.4410810470581055 (6.4410810470581055) | > loss_mel: 17.90413475036621 (17.90413475036621) | > loss_duration: 2.484227180480957 (2.484227180480957) | > loss_1: 32.76273727416992 (32.76273727416992)  --> STEP: 2 | > loss_disc: 2.4375832080841064 (2.445472240447998) | > loss_disc_real_0: 0.10253629833459854 (0.09278413280844688) | > loss_disc_real_1: 0.24611948430538177 (0.21006865799427032) | > loss_disc_real_2: 0.2976222634315491 (0.23107215762138367) | > loss_disc_real_3: 0.23274485766887665 (0.24290966242551804) | > loss_disc_real_4: 0.24167971312999725 (0.25934743136167526) | > loss_disc_real_5: 0.2807468771934509 (0.31119389832019806) | > loss_0: 2.4375832080841064 (2.445472240447998) | > loss_gen: 2.516570568084717 (2.3705639839172363) | > loss_kl: 2.724623441696167 (3.2166794538497925) | > loss_feat: 5.628320217132568 (6.034700632095337) | > loss_mel: 17.017070770263672 (17.46060276031494) | > loss_duration: 2.4420204162597656 (2.4631237983703613) | > loss_1: 30.32860565185547 (31.545671463012695)  --> STEP: 3 | > loss_disc: 2.3852810859680176 (2.4254085222880044) | > loss_disc_real_0: 0.19407671689987183 (0.12654832750558853) | > loss_disc_real_1: 0.18819832801818848 (0.20277854800224304) | > loss_disc_real_2: 0.1892528235912323 (0.21713237961133322) | > loss_disc_real_3: 0.21137286722660065 (0.23239739735921225) | > loss_disc_real_4: 0.22741681337356567 (0.2487038920323054) | > loss_disc_real_5: 0.21715472638607025 (0.27984750767548877) | > loss_0: 2.3852810859680176 (2.4254085222880044) | > loss_gen: 2.3910655975341797 (2.3773978551228843) | > loss_kl: 3.1779258251190186 (3.203761577606201) | > loss_feat: 6.024162292480469 (6.031187852223714) | > loss_mel: 15.8185453414917 (16.91325028737386) | > loss_duration: 2.3276124000549316 (2.4179533322652182) | > loss_1: 29.73931121826172 (30.943551381429035)  --> STEP: 4 | > loss_disc: 2.528139352798462 (2.451091229915619) | > loss_disc_real_0: 0.15269824862480164 (0.1330858077853918) | > loss_disc_real_1: 0.17531834542751312 (0.19591349735856056) | > loss_disc_real_2: 0.22459322214126587 (0.21899759024381638) | > loss_disc_real_3: 0.2793654203414917 (0.2441394031047821) | > loss_disc_real_4: 0.24105603992938995 (0.24679192900657654) | > loss_disc_real_5: 0.23375336825847626 (0.26832397282123566) | > loss_0: 2.528139352798462 (2.451091229915619) | > loss_gen: 2.2297263145446777 (2.3404799699783325) | > loss_kl: 3.5002951622009277 (3.277894973754883) | > loss_feat: 5.540133953094482 (5.908424377441406) | > loss_mel: 19.093416213989258 (17.45829176902771) | > loss_duration: 2.317829132080078 (2.392922282218933) | > loss_1: 32.68140411376953 (31.37801456451416)  --> STEP: 5 | > loss_disc: 2.5600759983062744 (2.47288818359375) | > loss_disc_real_0: 0.2894021272659302 (0.16434907168149948) | > loss_disc_real_1: 0.2959396541118622 (0.21591872870922088) | > loss_disc_real_2: 0.2003592699766159 (0.21526992619037627) | > loss_disc_real_3: 0.31057316064834595 (0.2574261546134949) | > loss_disc_real_4: 0.3172754943370819 (0.2608886420726776) | > loss_disc_real_5: 0.24264131486415863 (0.26318744122982024) | > loss_0: 2.5600759983062744 (2.47288818359375) | > loss_gen: 2.6014599800109863 (2.3926759719848634) | > loss_kl: 2.9329919815063477 (3.208914375305176) | > loss_feat: 4.701695442199707 (5.667078590393066) | > loss_mel: 18.2125244140625 (17.60913829803467) | > loss_duration: 2.388845682144165 (2.3921069622039797) | > loss_1: 30.83751678466797 (31.26991500854492)  --> STEP: 6 | > loss_disc: 2.4898955821990967 (2.4757227500279746) | > loss_disc_real_0: 0.21365152299404144 (0.17256614690025648) | > loss_disc_real_1: 0.2403879314661026 (0.21999692916870117) | > loss_disc_real_2: 0.2871515154838562 (0.22725019107262293) | > loss_disc_real_3: 0.27447354793548584 (0.2602673868338267) | > loss_disc_real_4: 0.23571142554283142 (0.25669243931770325) | > loss_disc_real_5: 0.24860237538814545 (0.26075659692287445) | > loss_0: 2.4898955821990967 (2.4757227500279746) | > loss_gen: 2.534362554550171 (2.4162904024124146) | > loss_kl: 3.316282272338867 (3.226809024810791) | > loss_feat: 6.479093551635742 (5.802414417266846) | > loss_mel: 18.322601318359375 (17.72804880142212) | > loss_duration: 2.173393726348877 (2.355654756228129) | > loss_1: 32.82573318481445 (31.529218037923176)  --> STEP: 7 | > loss_disc: 2.3744843006134033 (2.4612601143973216) | > loss_disc_real_0: 0.1806046962738037 (0.1737145110964775) | > loss_disc_real_1: 0.19357861578464508 (0.2162228843995503) | > loss_disc_real_2: 0.23144090175628662 (0.22784886402743204) | > loss_disc_real_3: 0.22067001461982727 (0.25461061937468393) | > loss_disc_real_4: 0.22531332075595856 (0.25220970809459686) | > loss_disc_real_5: 0.1860194057226181 (0.25007985532283783) | > loss_0: 2.3744843006134033 (2.4612601143973216) | > loss_gen: 2.393812656402588 (2.4130792958395824) | > loss_kl: 3.9486968517303467 (3.3299358572278703) | > loss_feat: 6.745732307434082 (5.937174115862165) | > loss_mel: 18.411815643310547 (17.825729778834752) | > loss_duration: 2.5922040939331055 (2.3894475187574113) | > loss_1: 34.092262268066406 (31.895367213657924)  --> STEP: 8 | > loss_disc: 2.6138317584991455 (2.4803315699100494) | > loss_disc_real_0: 0.22551903128623962 (0.18019007612019777) | > loss_disc_real_1: 0.2013404369354248 (0.21436257846653461) | > loss_disc_real_2: 0.2257751077413559 (0.22758964449167252) | > loss_disc_real_3: 0.2807752192020416 (0.25788119435310364) | > loss_disc_real_4: 0.28019511699676514 (0.2557078842073679) | > loss_disc_real_5: 0.3105144202709198 (0.2576341759413481) | > loss_0: 2.6138317584991455 (2.4803315699100494) | > loss_gen: 2.262753963470459 (2.3942886292934418) | > loss_kl: 3.071234703063965 (3.297598212957382) | > loss_feat: 5.768261909484863 (5.916060090065002) | > loss_mel: 14.119498252868652 (17.36245083808899) | > loss_duration: 2.2072794437408447 (2.3666765093803406) | > loss_1: 27.42902946472168 (31.337074995040894)  --> STEP: 9 | > loss_disc: 2.536600112915039 (2.486583630243937) | > loss_disc_real_0: 0.2542887330055237 (0.1884232602185673) | > loss_disc_real_1: 0.1643201857805252 (0.20880231261253357) | > loss_disc_real_2: 0.2438579946756363 (0.2293972389565574) | > loss_disc_real_3: 0.2633860111236572 (0.2584928406609429) | > loss_disc_real_4: 0.271180123090744 (0.25742702186107635) | > loss_disc_real_5: 0.30410972237586975 (0.26279812554518384) | > loss_0: 2.536600112915039 (2.486583630243937) | > loss_gen: 2.5876736640930176 (2.4157758553822837) | > loss_kl: 2.4354357719421387 (3.201802386177911) | > loss_feat: 7.942304611206055 (6.141198370191786) | > loss_mel: 18.22826385498047 (17.458652284410263) | > loss_duration: 2.177536725997925 (2.3456609778934054) | > loss_1: 33.3712158203125 (31.563090642293293)  --> STEP: 10 | > loss_disc: 2.3002877235412598 (2.4679540395736694) | > loss_disc_real_0: 0.10862269997596741 (0.18044320419430732) | > loss_disc_real_1: 0.1585412323474884 (0.20377620458602905) | > loss_disc_real_2: 0.24565576016902924 (0.23102309107780455) | > loss_disc_real_3: 0.2631761431694031 (0.25896117091178894) | > loss_disc_real_4: 0.267971932888031 (0.2584815129637718) | > loss_disc_real_5: 0.2617589831352234 (0.2626942113041878) | > loss_0: 2.3002877235412598 (2.4679540395736694) | > loss_gen: 2.3807146549224854 (2.4122697353363036) | > loss_kl: 2.8456172943115234 (3.166183876991272) | > loss_feat: 7.152071952819824 (6.24228572845459) | > loss_mel: 18.722808837890625 (17.5850679397583) | > loss_duration: 2.374566078186035 (2.3485514879226685) | > loss_1: 33.47577667236328 (31.754359245300293)  --> STEP: 11 | > loss_disc: 2.5778656005859375 (2.477945999665694) | > loss_disc_real_0: 0.13980068266391754 (0.17674842950972644) | > loss_disc_real_1: 0.1593526303768158 (0.19973769783973694) | > loss_disc_real_2: 0.2880535125732422 (0.23620767485011707) | > loss_disc_real_3: 0.2536645829677582 (0.2584796629168771) | > loss_disc_real_4: 0.2743307054042816 (0.2599223486401818) | > loss_disc_real_5: 0.2848076820373535 (0.26470452682538465) | > loss_0: 2.5778656005859375 (2.477945999665694) | > loss_gen: 2.3575029373168945 (2.4072909355163574) | > loss_kl: 3.559847831726074 (3.20197150923989) | > loss_feat: 7.838343143463135 (6.3873818570917305) | > loss_mel: 17.863388061523438 (17.610369769009676) | > loss_duration: 2.5559141635894775 (2.3674026402560147) | > loss_1: 34.17499923706055 (31.974417426369406)  --> STEP: 12 | > loss_disc: 2.260995388031006 (2.45986678202947) | > loss_disc_real_0: 0.18187493085861206 (0.1771756379554669) | > loss_disc_real_1: 0.14764449000358582 (0.19539659718672434) | > loss_disc_real_2: 0.2709129750728607 (0.2390997832020124) | > loss_disc_real_3: 0.23606310784816742 (0.25661161666115123) | > loss_disc_real_4: 0.17499034106731415 (0.2528446813424428) | > loss_disc_real_5: 0.1880788505077362 (0.25831905379891396) | > loss_0: 2.260995388031006 (2.45986678202947) | > loss_gen: 2.7115366458892822 (2.4326447447141013) | > loss_kl: 2.430370807647705 (3.1376714507738748) | > loss_feat: 6.64435338973999 (6.408796151479085) | > loss_mel: 16.70388412475586 (17.534829298655193) | > loss_duration: 2.2415196895599365 (2.356912394364675) | > loss_1: 30.731664657592773 (31.87085469563802)  --> STEP: 13 | > loss_disc: 2.5031886100769043 (2.463199230340811) | > loss_disc_real_0: 0.21192482113838196 (0.17984865204646036) | > loss_disc_real_1: 0.26458221673965454 (0.20071856792156512) | > loss_disc_real_2: 0.23424644768238068 (0.23872644970050225) | > loss_disc_real_3: 0.24166667461395264 (0.25546200573444366) | > loss_disc_real_4: 0.25113147497177124 (0.25271289623700655) | > loss_disc_real_5: 0.2602403461933136 (0.2584668455215601) | > loss_0: 2.5031886100769043 (2.463199230340811) | > loss_gen: 2.6187784671783447 (2.4469627233651967) | > loss_kl: 2.927827835083008 (3.1215296341822696) | > loss_feat: 7.263060569763184 (6.4745087990394) | > loss_mel: 17.0144100189209 (17.49479704636794) | > loss_duration: 2.245176076889038 (2.3483172930203953) | > loss_1: 32.069252014160156 (31.88611602783203)  --> STEP: 14 | > loss_disc: 2.512922763824463 (2.466750911303929) | > loss_disc_real_0: 0.2495860904455185 (0.1848298976463931) | > loss_disc_real_1: 0.20215743780136108 (0.20082134434155055) | > loss_disc_real_2: 0.2185179889202118 (0.23728298821619578) | > loss_disc_real_3: 0.2800081968307495 (0.2572153050984655) | > loss_disc_real_4: 0.295078843832016 (0.2557390353509358) | > loss_disc_real_5: 0.364371657371521 (0.2660314749394144) | > loss_0: 2.512922763824463 (2.466750911303929) | > loss_gen: 2.802165985107422 (2.472334384918213) | > loss_kl: 4.182191371917725 (3.1972911868776595) | > loss_feat: 6.921621799468994 (6.506445441927228) | > loss_mel: 18.111276626586914 (17.538831302097865) | > loss_duration: 2.384943723678589 (2.3509334666388377) | > loss_1: 34.40220260620117 (32.065836497715544)  --> STEP: 15 | > loss_disc: 2.3075807094573975 (2.45613956451416) | > loss_disc_real_0: 0.1447649747133255 (0.1821589027841886) | > loss_disc_real_1: 0.2073177695274353 (0.20125443935394288) | > loss_disc_real_2: 0.1464802324771881 (0.2312294711669286) | > loss_disc_real_3: 0.27309608459472656 (0.25827402373154956) | > loss_disc_real_4: 0.2842990458011627 (0.25764303604761757) | > loss_disc_real_5: 0.2458682656288147 (0.26468726098537443) | > loss_0: 2.3075807094573975 (2.45613956451416) | > loss_gen: 2.6703946590423584 (2.4855384031931558) | > loss_kl: 3.345526695251465 (3.20717355410258) | > loss_feat: 6.500425338745117 (6.506044101715088) | > loss_mel: 19.14972686767578 (17.64622433980306) | > loss_duration: 2.4192535877227783 (2.355488141377767) | > loss_1: 34.0853271484375 (32.200469207763675)  --> STEP: 16 | > loss_disc: 2.482128620147705 (2.4577638804912567) | > loss_disc_real_0: 0.19611163437366486 (0.18303094850853086) | > loss_disc_real_1: 0.22479337453842163 (0.2027256228029728) | > loss_disc_real_2: 0.21890468895435333 (0.23045917227864265) | > loss_disc_real_3: 0.2958671450614929 (0.26062359381467104) | > loss_disc_real_4: 0.19853615760803223 (0.2539488561451435) | > loss_disc_real_5: 0.20647883415222168 (0.2610492343083024) | > loss_0: 2.482128620147705 (2.4577638804912567) | > loss_gen: 2.273109197616577 (2.4722615778446198) | > loss_kl: 2.911612033843994 (3.188700959086418) | > loss_feat: 7.051988124847412 (6.540165603160858) | > loss_mel: 16.25527000427246 (17.559289693832397) | > loss_duration: 2.4042367935180664 (2.3585349321365356) | > loss_1: 30.896217346191406 (32.118953466415405)  --> STEP: 17 | > loss_disc: 2.3967652320861816 (2.454175724702723) | > loss_disc_real_0: 0.11959141492843628 (0.17929921123911352) | > loss_disc_real_1: 0.19595178961753845 (0.202327162027359) | > loss_disc_real_2: 0.2846096158027649 (0.23364449248594396) | > loss_disc_real_3: 0.26827549934387207 (0.26107370590462403) | > loss_disc_real_4: 0.254984587430954 (0.25400978151489706) | > loss_disc_real_5: 0.265811026096344 (0.261329339707599) | > loss_0: 2.3967652320861816 (2.454175724702723) | > loss_gen: 2.5432217121124268 (2.476435703389785) | > loss_kl: 2.5523431301116943 (3.151268145617317) | > loss_feat: 6.920052528381348 (6.56251189287971) | > loss_mel: 17.89863395690918 (17.579251121072208) | > loss_duration: 2.490673542022705 (2.3663077915416046) | > loss_1: 32.40492630004883 (32.13577539780561)  --> STEP: 18 | > loss_disc: 2.2518792152404785 (2.4429370297325983) | > loss_disc_real_0: 0.10894439369440079 (0.17539061026440728) | > loss_disc_real_1: 0.1691858172416687 (0.20048597620593178) | > loss_disc_real_2: 0.11437854915857315 (0.22701860674553448) | > loss_disc_real_3: 0.14999441802501678 (0.254902634355757) | > loss_disc_real_4: 0.18999594449996948 (0.25045345723629) | > loss_disc_real_5: 0.17946253716945648 (0.2567811840110355) | > loss_0: 2.2518792152404785 (2.4429370297325983) | > loss_gen: 2.216718912124634 (2.462006992763943) | > loss_kl: 3.093700885772705 (3.1480699645148382) | > loss_feat: 12.559910774230957 (6.895700719621447) | > loss_mel: 19.446990966796875 (17.68301444583469) | > loss_duration: 2.2776973247528076 (2.3613849878311157) | > loss_1: 39.59502029418945 (32.550177892049156)  --> STEP: 19 | > loss_disc: 2.3643739223480225 (2.4388021293439364) | > loss_disc_real_0: 0.2881719470024109 (0.18132647009272324) | > loss_disc_real_1: 0.14973440766334534 (0.19781484101947985) | > loss_disc_real_2: 0.3059847950935364 (0.2311747219217451) | > loss_disc_real_3: 0.2621572017669678 (0.25528445369318914) | > loss_disc_real_4: 0.2367028146982193 (0.24972973920797048) | > loss_disc_real_5: 0.22838449478149414 (0.255286621420007) | > loss_0: 2.3643739223480225 (2.4388021293439364) | > loss_gen: 2.8847970962524414 (2.484259103473864) | > loss_kl: 2.205580472946167 (3.0984652544322766) | > loss_feat: 6.609730243682861 (6.880649641940468) | > loss_mel: 17.548677444458008 (17.675944077341182) | > loss_duration: 2.360531806945801 (2.3613400835739937) | > loss_1: 31.60931396484375 (32.50065873798571)  --> STEP: 20 | > loss_disc: 2.3336102962493896 (2.433542537689209) | > loss_disc_real_0: 0.11745317280292511 (0.17813280522823333) | > loss_disc_real_1: 0.18209555745124817 (0.19702887684106826) | > loss_disc_real_2: 0.24817343056201935 (0.23202465735375882) | > loss_disc_real_3: 0.28714677691459656 (0.25687756985425947) | > loss_disc_real_4: 0.2373027354478836 (0.24910838901996613) | > loss_disc_real_5: 0.23980025947093964 (0.25451230332255365) | > loss_0: 2.3336102962493896 (2.433542537689209) | > loss_gen: 2.630535840988159 (2.4915729403495788) | > loss_kl: 2.5065078735351562 (3.0688673853874207) | > loss_feat: 7.593267440795898 (6.91628053188324) | > loss_mel: 18.73157501220703 (17.728725624084475) | > loss_duration: 2.3431007862091064 (2.3604281187057494) | > loss_1: 33.80498504638672 (32.56587505340576)  --> STEP: 21 | > loss_disc: 2.3956310749053955 (2.4317372299375988) | > loss_disc_real_0: 0.15912480652332306 (0.17722766243276142) | > loss_disc_real_1: 0.22190572321414948 (0.19821348857311977) | > loss_disc_real_2: 0.27495166659355164 (0.2340688006508918) | > loss_disc_real_3: 0.26486635208129883 (0.25725798805554706) | > loss_disc_real_4: 0.18236607313156128 (0.24593018350147067) | > loss_disc_real_5: 0.20891596376895905 (0.25234104905809673) | > loss_0: 2.3956310749053955 (2.4317372299375988) | > loss_gen: 2.8071837425231934 (2.50660202616737) | > loss_kl: 2.791208028793335 (3.0556455112638927) | > loss_feat: 7.404697895050049 (6.93953850155785) | > loss_mel: 16.067102432250977 (17.64960071018764) | > loss_duration: 2.207021474838257 (2.353123040426345) | > loss_1: 31.27721405029297 (32.504510243733726)  --> STEP: 22 | > loss_disc: 2.4920520782470703 (2.4344788139516655) | > loss_disc_real_0: 0.0854097306728363 (0.17305412008003754) | > loss_disc_real_1: 0.1658404916524887 (0.19674198871309106) | > loss_disc_real_2: 0.20783881843090057 (0.23287652873180129) | > loss_disc_real_3: 0.22073937952518463 (0.25559805130416696) | > loss_disc_real_4: 0.20058095455169678 (0.24386885491284457) | > loss_disc_real_5: 0.28515198826789856 (0.253832455385815) | > loss_0: 2.4920520782470703 (2.4344788139516655) | > loss_gen: 2.1911609172821045 (2.4922637939453125) | > loss_kl: 2.025430679321289 (3.0088175643574107) | > loss_feat: 7.183834552764893 (6.950642867521807) | > loss_mel: 19.065187454223633 (17.713945562189277) | > loss_duration: 2.2231810092926025 (2.3472165844657202) | > loss_1: 32.68879318237305 (32.5128867409446)  --> STEP: 23 | > loss_disc: 2.481715679168701 (2.4365325907002324) | > loss_disc_real_0: 0.1664559543132782 (0.17276724330756973) | > loss_disc_real_1: 0.17611676454544067 (0.1958452398362367) | > loss_disc_real_2: 0.28787070512771606 (0.23526757987944977) | > loss_disc_real_3: 0.2813245356082916 (0.2567165940999985) | > loss_disc_real_4: 0.27193763852119446 (0.24508923680885977) | > loss_disc_real_5: 0.2765698730945587 (0.25482103876445605) | > loss_0: 2.481715679168701 (2.4365325907002324) | > loss_gen: 2.3695685863494873 (2.4869292197020156) | > loss_kl: 2.5058364868164062 (2.986948821855628) | > loss_feat: 6.938927173614502 (6.950133489525837) | > loss_mel: 18.31863021850586 (17.740236199420433) | > loss_duration: 2.3271994590759277 (2.346346274666164) | > loss_1: 32.46015930175781 (32.510594243588656)  --> STEP: 24 | > loss_disc: 2.6595511436462402 (2.4458250304063163) | > loss_disc_real_0: 0.21985545754432678 (0.1747292522341013) | > loss_disc_real_1: 0.20960037410259247 (0.1964183704306682) | > loss_disc_real_2: 0.3486318290233612 (0.23999109026044607) | > loss_disc_real_3: 0.29560720920562744 (0.25833703639606637) | > loss_disc_real_4: 0.2726212739944458 (0.24623640502492586) | > loss_disc_real_5: 0.2725537419319153 (0.25555990139643353) | > loss_0: 2.6595511436462402 (2.4458250304063163) | > loss_gen: 2.528940200805664 (2.488679677248001) | > loss_kl: 2.7755000591278076 (2.9781384567419686) | > loss_feat: 5.0685529708862305 (6.8717343012491865) | > loss_mel: 17.961572647094727 (17.749458551406864) | > loss_duration: 2.4369077682495117 (2.350119670232137) | > loss_1: 30.771472930908203 (32.4381308555603)  --> STEP: 25 | > loss_disc: 2.677129030227661 (2.45507719039917) | > loss_disc_real_0: 0.13832028210163116 (0.17327289342880248) | > loss_disc_real_1: 0.20855893194675446 (0.19690399289131164) | > loss_disc_real_2: 0.2392248660326004 (0.23996044129133223) | > loss_disc_real_3: 0.3203800618648529 (0.2608187574148178) | > loss_disc_real_4: 0.2650659680366516 (0.2469895875453949) | > loss_disc_real_5: 0.3066931664943695 (0.25760523200035096) | > loss_0: 2.677129030227661 (2.45507719039917) | > loss_gen: 2.1239049434661865 (2.4740886878967285) | > loss_kl: 2.887260675430298 (2.974503345489502) | > loss_feat: 5.44389009475708 (6.814620532989502) | > loss_mel: 15.663899421691895 (17.666036186218268) | > loss_duration: 2.38981294631958 (2.3517074012756347) | > loss_1: 28.50876808166504 (32.28095634460449)  --> STEP: 26 | > loss_disc: 2.5214390754699707 (2.4576295705942006) | > loss_disc_real_0: 0.17737343907356262 (0.17343060672283173) | > loss_disc_real_1: 0.09268256276845932 (0.192895476348125) | > loss_disc_real_2: 0.09893860667943954 (0.2345365245754902) | > loss_disc_real_3: 0.15883517265319824 (0.2568963118470632) | > loss_disc_real_4: 0.19018711149692535 (0.24480487692814606) | > loss_disc_real_5: 0.22834037244319916 (0.256479660478922) | > loss_0: 2.5214390754699707 (2.4576295705942006) | > loss_gen: 1.7015175819396973 (2.4443744145906887) | > loss_kl: 2.5124056339263916 (2.9567303565832286) | > loss_feat: 13.13733196258545 (7.057801741820115) | > loss_mel: 19.595436096191406 (17.74024387506339) | > loss_duration: 2.3475911617279053 (2.3515490843699527) | > loss_1: 39.29428482055664 (32.55069974752573) --> EVAL PERFORMANCE | > avg_loader_time: 0.002401076830350435 (-4.9508534944975226e-05) | > avg_loss_disc: 2.4576295705942006 (-0.013665767816397167) | > avg_loss_disc_real_0: 0.17343060672283173 (+0.05590447009756015) | > avg_loss_disc_real_1: 0.192895476348125 (-0.02563746015612897) | > avg_loss_disc_real_2: 0.2345365245754902 (-0.04917441652371332) | > avg_loss_disc_real_3: 0.2568963118470632 (-0.012029706858671663) | > avg_loss_disc_real_4: 0.24480487692814606 (-0.056499857742052795) | > avg_loss_disc_real_5: 0.256479660478922 (-0.01944652944803238) | > avg_loss_0: 2.4576295705942006 (-0.013665767816397167) | > avg_loss_gen: 2.4443744145906887 (-0.1094540724387536) | > avg_loss_kl: 2.9567303565832286 (-0.014781337517958182) | > avg_loss_feat: 7.057801741820115 (+0.10829945710989097) | > avg_loss_mel: 17.74024387506339 (+0.17528365208552898) | > avg_loss_duration: 2.3515490843699527 (+0.007387427183298101) | > avg_loss_1: 32.55069974752573 (+0.16673572246843804)  > EPOCH: 646/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:42:42)   --> TIME: 2024-06-11 19:42:50 -- STEP: 19/330 -- GLOBAL_STEP: 301200 | > loss_disc: 2.332414150238037 (2.3418892559252296) | > loss_disc_real_0: 0.10326911509037018 (0.10440262054142199) | > loss_disc_real_1: 0.14515870809555054 (0.19584434126552783) | > loss_disc_real_2: 0.1794416755437851 (0.20939600467681885) | > loss_disc_real_3: 0.19250477850437164 (0.2248827791527698) | > loss_disc_real_4: 0.19920186698436737 (0.23212370903868423) | > loss_disc_real_5: 0.1987677812576294 (0.22995558537934957) | > loss_0: 2.332414150238037 (2.3418892559252296) | > grad_norm_0: tensor(18.9075, device='cuda:0') (tensor(10.6573, device='cuda:0')) | > loss_gen: 2.390435218811035 (2.4753545710915015) | > loss_kl: 1.9800355434417725 (1.8758974326284308) | > loss_feat: 7.7238264083862305 (6.9098154369153475) | > loss_mel: 17.14220428466797 (17.74961501673648) | > loss_duration: 1.9803454875946045 (2.072572852435865) | > loss_1: 31.21684455871582 (31.083255265888415) | > grad_norm_1: tensor(241.5691, device='cuda:0') (tensor(156.2151, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3486 (0.3628580821187873) | > loader_time: 0.0031 (0.003158920689633018)  --> TIME: 2024-06-11 19:42:59 -- STEP: 44/330 -- GLOBAL_STEP: 301225 | > loss_disc: 2.421487331390381 (2.3354237621480776) | > loss_disc_real_0: 0.143132746219635 (0.10945399003950032) | > loss_disc_real_1: 0.1867712438106537 (0.1955238042229956) | > loss_disc_real_2: 0.2025078535079956 (0.20956512845375322) | > loss_disc_real_3: 0.25427985191345215 (0.22571319815787402) | > loss_disc_real_4: 0.24939103424549103 (0.23037546026435765) | > loss_disc_real_5: 0.24878711998462677 (0.22546015307307243) | > loss_0: 2.421487331390381 (2.3354237621480776) | > grad_norm_0: tensor(8.9616, device='cuda:0') (tensor(9.7911, device='cuda:0')) | > loss_gen: 2.413393497467041 (2.4989091374657373) | > loss_kl: 2.0150556564331055 (1.918008186600425) | > loss_feat: 7.1325507164001465 (7.025305260311473) | > loss_mel: 17.713825225830078 (17.558051239360466) | > loss_duration: 1.9187120199203491 (2.0160290057008914) | > loss_1: 31.19353675842285 (31.016302585601807) | > grad_norm_1: tensor(66.1103, device='cuda:0') (tensor(130.1481, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3672 (0.3646906993605874) | > loader_time: 0.0033 (0.0033375783400102096)  --> TIME: 2024-06-11 19:43:09 -- STEP: 69/330 -- GLOBAL_STEP: 301250 | > loss_disc: 2.4492719173431396 (2.3497065564860478) | > loss_disc_real_0: 0.1033162996172905 (0.11133271812096886) | > loss_disc_real_1: 0.18693393468856812 (0.1957075932751531) | > loss_disc_real_2: 0.19713547825813293 (0.21087421520032745) | > loss_disc_real_3: 0.22855617105960846 (0.2272362622661867) | > loss_disc_real_4: 0.24790918827056885 (0.23017147831294846) | > loss_disc_real_5: 0.2642548382282257 (0.22570643390434375) | > loss_0: 2.4492719173431396 (2.3497065564860478) | > grad_norm_0: tensor(24.6025, device='cuda:0') (tensor(10.3069, device='cuda:0')) | > loss_gen: 2.31990647315979 (2.487947764603988) | > loss_kl: 1.9036047458648682 (1.9228321883989417) | > loss_feat: 6.793173313140869 (7.046940768974415) | > loss_mel: 16.953189849853516 (17.60220270571502) | > loss_duration: 1.942322015762329 (2.002819995949234) | > loss_1: 29.912195205688477 (31.062743173129316) | > grad_norm_1: tensor(336.5633, device='cuda:0') (tensor(124.9462, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3789 (0.3665198865144149) | > loader_time: 0.0034 (0.0033973887346792912)  --> TIME: 2024-06-11 19:43:18 -- STEP: 94/330 -- GLOBAL_STEP: 301275 | > loss_disc: 2.2771177291870117 (2.3489389115191526) | > loss_disc_real_0: 0.17198029160499573 (0.11198852187458505) | > loss_disc_real_1: 0.15009546279907227 (0.19551664099414298) | > loss_disc_real_2: 0.20374883711338043 (0.21083738749965708) | > loss_disc_real_3: 0.20009073615074158 (0.22734660433327897) | > loss_disc_real_4: 0.2070547640323639 (0.2310644529284315) | > loss_disc_real_5: 0.1931319385766983 (0.22479855887433317) | > loss_0: 2.2771177291870117 (2.3489389115191526) | > grad_norm_0: tensor(22.3120, device='cuda:0') (tensor(11.1380, device='cuda:0')) | > loss_gen: 2.6223957538604736 (2.4890974278145652) | > loss_kl: 2.0038723945617676 (1.9449721435283094) | > loss_feat: 7.490644454956055 (7.03256963161712) | > loss_mel: 17.96335220336914 (17.581127511694085) | > loss_duration: 2.0255990028381348 (1.9990008371941588) | > loss_1: 32.105865478515625 (31.046767458002616) | > grad_norm_1: tensor(276.0884, device='cuda:0') (tensor(141.3638, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3736 (0.369121163449389) | > loader_time: 0.0035 (0.003506736552461665)  --> TIME: 2024-06-11 19:43:28 -- STEP: 119/330 -- GLOBAL_STEP: 301300 | > loss_disc: 2.3758394718170166 (2.356876571639247) | > loss_disc_real_0: 0.13987040519714355 (0.11346794583466875) | > loss_disc_real_1: 0.20335206389427185 (0.19575996446509322) | > loss_disc_real_2: 0.19390784204006195 (0.21205242604267696) | > loss_disc_real_3: 0.22509391605854034 (0.22874970696553462) | > loss_disc_real_4: 0.22179625928401947 (0.23118049995738918) | > loss_disc_real_5: 0.20011195540428162 (0.22398158457098888) | > loss_0: 2.3758394718170166 (2.356876571639247) | > grad_norm_0: tensor(15.4431, device='cuda:0') (tensor(12.1196, device='cuda:0')) | > loss_gen: 2.4733567237854004 (2.487667376253786) | > loss_kl: 2.1057615280151367 (1.9555161199649842) | > loss_feat: 7.152159214019775 (7.050848351807153) | > loss_mel: 18.057302474975586 (17.57414250413912) | > loss_duration: 2.0001065731048584 (2.0009087364212808) | > loss_1: 31.788686752319336 (31.069083077566965) | > grad_norm_1: tensor(66.5448, device='cuda:0') (tensor(161.3453, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.374 (0.37120661414971884) | > loader_time: 0.0047 (0.0036437451338567654)  --> TIME: 2024-06-11 19:43:38 -- STEP: 144/330 -- GLOBAL_STEP: 301325 | > loss_disc: 2.2203803062438965 (2.3573826452096314) | > loss_disc_real_0: 0.09481114149093628 (0.11501799280651742) | > loss_disc_real_1: 0.14907126128673553 (0.1953131632051534) | > loss_disc_real_2: 0.23341889679431915 (0.2121784462490016) | > loss_disc_real_3: 0.20227199792861938 (0.22873648100843033) | > loss_disc_real_4: 0.2149706929922104 (0.23034956182042757) | > loss_disc_real_5: 0.18162615597248077 (0.2233689222484827) | > loss_0: 2.2203803062438965 (2.3573826452096314) | > grad_norm_0: tensor(26.5226, device='cuda:0') (tensor(15.0892, device='cuda:0')) | > loss_gen: 2.681647300720215 (2.4887723293569355) | > loss_kl: 1.888056755065918 (1.9654713057809405) | > loss_feat: 8.350273132324219 (7.051417648792267) | > loss_mel: 17.78396224975586 (17.573913123872554) | > loss_duration: 1.9995684623718262 (2.005708639820417) | > loss_1: 32.70351028442383 (31.085283054245842) | > grad_norm_1: tensor(476.5610, device='cuda:0') (tensor(191.1971, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.4107 (0.3734582281774946) | > loader_time: 0.0043 (0.0037575860818227134)  --> TIME: 2024-06-11 19:43:47 -- STEP: 169/330 -- GLOBAL_STEP: 301350 | > loss_disc: 2.3928966522216797 (2.36007918972941) | > loss_disc_real_0: 0.07357998192310333 (0.11561721221670597) | > loss_disc_real_1: 0.1787737011909485 (0.196127925222442) | > loss_disc_real_2: 0.18818601965904236 (0.21223099697271042) | > loss_disc_real_3: 0.2445281744003296 (0.22852580857700144) | > loss_disc_real_4: 0.26535162329673767 (0.23025648022544454) | > loss_disc_real_5: 0.242186039686203 (0.22222641842252405) | > loss_0: 2.3928966522216797 (2.36007918972941) | > grad_norm_0: tensor(28.0608, device='cuda:0') (tensor(17.4053, device='cuda:0')) | > loss_gen: 2.664461612701416 (2.496853027118028) | > loss_kl: 2.1607894897460938 (1.9701189881951147) | > loss_feat: 6.203653812408447 (7.057603559550449) | > loss_mel: 16.93606948852539 (17.553970844787965) | > loss_duration: 2.071869373321533 (2.0108851511802897) | > loss_1: 30.036842346191406 (31.08943161597619) | > grad_norm_1: tensor(528.5871, device='cuda:0') (tensor(211.0720, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3865 (0.3746900375072774) | > loader_time: 0.004 (0.003846265860563199)  --> TIME: 2024-06-11 19:43:57 -- STEP: 194/330 -- GLOBAL_STEP: 301375 | > loss_disc: 2.391895294189453 (2.3606296654829064) | > loss_disc_real_0: 0.1506578028202057 (0.11673899680452864) | > loss_disc_real_1: 0.22373701632022858 (0.19616155672011917) | > loss_disc_real_2: 0.17433612048625946 (0.21185546652557924) | > loss_disc_real_3: 0.24422433972358704 (0.22892807047698915) | > loss_disc_real_4: 0.2687878906726837 (0.23104472857775146) | > loss_disc_real_5: 0.2882688045501709 (0.22239959470390044) | > loss_0: 2.391895294189453 (2.3606296654829064) | > grad_norm_0: tensor(67.1666, device='cuda:0') (tensor(19.6739, device='cuda:0')) | > loss_gen: 2.536235809326172 (2.5049974451360013) | > loss_kl: 1.9717352390289307 (1.974027122418905) | > loss_feat: 6.797214031219482 (7.055246719380015) | > loss_mel: 17.642833709716797 (17.49187746736193) | > loss_duration: 2.039968967437744 (2.0182779480501543) | > loss_1: 30.987987518310547 (31.044426750890988) | > grad_norm_1: tensor(392.4706, device='cuda:0') (tensor(232.3368, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3935 (0.3764147672456566) | > loader_time: 0.0047 (0.0039372788262121445)  --> TIME: 2024-06-11 19:44:08 -- STEP: 219/330 -- GLOBAL_STEP: 301400 | > loss_disc: 2.4098358154296875 (2.3654976032640325) | > loss_disc_real_0: 0.0998099148273468 (0.11753621423557468) | > loss_disc_real_1: 0.21043549478054047 (0.19657653774300668) | > loss_disc_real_2: 0.20847326517105103 (0.21247117044446676) | > loss_disc_real_3: 0.25269725918769836 (0.22947010465952905) | > loss_disc_real_4: 0.2614762783050537 (0.23084331232390992) | > loss_disc_real_5: 0.23238344490528107 (0.2225333644783116) | > loss_0: 2.4098358154296875 (2.3654976032640325) | > grad_norm_0: tensor(37.5779, device='cuda:0') (tensor(21.9913, device='cuda:0')) | > loss_gen: 2.4546096324920654 (2.5001544723772016) | > loss_kl: 1.9803698062896729 (1.981248826196749) | > loss_feat: 7.203426837921143 (7.046997936893272) | > loss_mel: 17.178373336791992 (17.461036534069883) | > loss_duration: 2.0873632431030273 (2.0260442266725516) | > loss_1: 30.904144287109375 (31.015482079492855) | > grad_norm_1: tensor(405.3030, device='cuda:0') (tensor(253.2661, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.3933 (0.37910746548273805) | > loader_time: 0.0059 (0.004048796004900647)  --> TIME: 2024-06-11 19:44:18 -- STEP: 244/330 -- GLOBAL_STEP: 301425 | > loss_disc: 2.4236581325531006 (2.3644234538078335) | > loss_disc_real_0: 0.16703087091445923 (0.11806405477653273) | > loss_disc_real_1: 0.23404614627361298 (0.19641409820464792) | > loss_disc_real_2: 0.16116784512996674 (0.21194947565921018) | > loss_disc_real_3: 0.24080172181129456 (0.22925535436780725) | > loss_disc_real_4: 0.2515701651573181 (0.23093052245065815) | > loss_disc_real_5: 0.2197285294532776 (0.22254926332684813) | > loss_0: 2.4236581325531006 (2.3644234538078335) | > grad_norm_0: tensor(22.6506, device='cuda:0') (tensor(22.7040, device='cuda:0')) | > loss_gen: 2.4062016010284424 (2.498758765517688) | > loss_kl: 1.8939229249954224 (1.9829821093160598) | > loss_feat: 6.080221652984619 (7.042345013774809) | > loss_mel: 15.94202995300293 (17.41925202823077) | > loss_duration: 2.0536444187164307 (2.0351546607056603) | > loss_1: 28.376020431518555 (30.97849268991439) | > grad_norm_1: tensor(101.6884, device='cuda:0') (tensor(263.9286, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.4314 (0.382841076030106) | > loader_time: 0.0049 (0.004168814322987541)  --> TIME: 2024-06-11 19:44:29 -- STEP: 269/330 -- GLOBAL_STEP: 301450 | > loss_disc: 2.352560043334961 (2.3639193724522385) | > loss_disc_real_0: 0.10027481615543365 (0.11864637964332414) | > loss_disc_real_1: 0.21187233924865723 (0.19660765674920774) | > loss_disc_real_2: 0.2127501219511032 (0.21167541730138006) | > loss_disc_real_3: 0.22558049857616425 (0.229183583565361) | > loss_disc_real_4: 0.21163147687911987 (0.2306793407990587) | > loss_disc_real_5: 0.20907653868198395 (0.22249946950979835) | > loss_0: 2.352560043334961 (2.3639193724522385) | > grad_norm_0: tensor(32.9175, device='cuda:0') (tensor(24.0226, device='cuda:0')) | > loss_gen: 2.507507801055908 (2.4987521605863887) | > loss_kl: 2.136225938796997 (1.9896139269867794) | > loss_feat: 7.140786170959473 (7.059451023442151) | > loss_mel: 16.926963806152344 (17.383619294290657) | > loss_duration: 2.1587674617767334 (2.0437213439480533) | > loss_1: 30.870250701904297 (30.975157875996985) | > grad_norm_1: tensor(519.0137, device='cuda:0') (tensor(276.6012, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.4368 (0.38720938618741524) | > loader_time: 0.0058 (0.004301516096831254)  --> TIME: 2024-06-11 19:44:41 -- STEP: 294/330 -- GLOBAL_STEP: 301475 | > loss_disc: 2.482818603515625 (2.368587702310006) | > loss_disc_real_0: 0.22018438577651978 (0.12023918695595799) | > loss_disc_real_1: 0.24376292526721954 (0.19775513605195644) | > loss_disc_real_2: 0.23969916999340057 (0.21217332653650633) | > loss_disc_real_3: 0.23976892232894897 (0.22910348148573012) | > loss_disc_real_4: 0.24906112253665924 (0.2303533483119238) | > loss_disc_real_5: 0.23184636235237122 (0.2222778784478603) | > loss_0: 2.482818603515625 (2.368587702310006) | > grad_norm_0: tensor(96.3412, device='cuda:0') (tensor(26.4738, device='cuda:0')) | > loss_gen: 2.405578851699829 (2.498007056664447) | > loss_kl: 2.1048240661621094 (1.9930949381419591) | > loss_feat: 6.748135089874268 (7.057875441856122) | > loss_mel: 16.298437118530273 (17.322168872469955) | > loss_duration: 2.1928234100341797 (2.054013058847311) | > loss_1: 29.749797821044922 (30.925159467320864) | > grad_norm_1: tensor(327.7935, device='cuda:0') (tensor(293.0783, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.4693 (0.3924163174467023) | > loader_time: 0.0064 (0.004456968534560432)  --> TIME: 2024-06-11 19:44:54 -- STEP: 319/330 -- GLOBAL_STEP: 301500 | > loss_disc: 2.3999412059783936 (2.373396490808566) | > loss_disc_real_0: 0.16182778775691986 (0.12199913971943542) | > loss_disc_real_1: 0.3110657036304474 (0.19836004853809133) | > loss_disc_real_2: 0.24347960948944092 (0.212709026043318) | > loss_disc_real_3: 0.22516241669654846 (0.22919202976652822) | > loss_disc_real_4: 0.23732589185237885 (0.230377466607617) | > loss_disc_real_5: 0.22626005113124847 (0.22231452559415824) | > loss_0: 2.3999412059783936 (2.373396490808566) | > grad_norm_0: tensor(47.6112, device='cuda:0') (tensor(28.0260, device='cuda:0')) | > loss_gen: 2.2632484436035156 (2.4942467840487668) | > loss_kl: 2.026064872741699 (1.9989780961159254) | > loss_feat: 7.780908107757568 (7.070844583003122) | > loss_mel: 16.27615737915039 (17.27451725065896) | > loss_duration: 2.2470197677612305 (2.067954267827694) | > loss_1: 30.593399047851562 (30.9065411068429) | > grad_norm_1: tensor(461.7053, device='cuda:0') (tensor(305.8251, device='cuda:0')) | > current_lr_0: 0.00018448392259043714 | > current_lr_1: 0.00018448392259043714 | > step_time: 0.5631 (0.40143166814104536) | > loader_time: 0.0087 (0.004674457831068847) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_301500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3290483951568604 (2.3290483951568604) | > loss_disc_real_0: 0.09444664418697357 (0.09444664418697357) | > loss_disc_real_1: 0.20225220918655396 (0.20225220918655396) | > loss_disc_real_2: 0.16074348986148834 (0.16074348986148834) | > loss_disc_real_3: 0.25583064556121826 (0.25583064556121826) | > loss_disc_real_4: 0.23455649614334106 (0.23455649614334106) | > loss_disc_real_5: 0.22351129353046417 (0.22351129353046417) | > loss_0: 2.3290483951568604 (2.3290483951568604) | > loss_gen: 2.269352912902832 (2.269352912902832) | > loss_kl: 2.6320178508758545 (2.6320178508758545) | > loss_feat: 7.183941841125488 (7.183941841125488) | > loss_mel: 16.533784866333008 (16.533784866333008) | > loss_duration: 2.8985702991485596 (2.8985702991485596) | > loss_1: 31.517669677734375 (31.517669677734375)  --> STEP: 1 | > loss_disc: 2.452366828918457 (2.452366828918457) | > loss_disc_real_0: 0.1487145721912384 (0.1487145721912384) | > loss_disc_real_1: 0.16889378428459167 (0.16889378428459167) | > loss_disc_real_2: 0.2082335203886032 (0.2082335203886032) | > loss_disc_real_3: 0.25692233443260193 (0.25692233443260193) | > loss_disc_real_4: 0.22608178853988647 (0.22608178853988647) | > loss_disc_real_5: 0.2737339735031128 (0.2737339735031128) | > loss_0: 2.452366828918457 (2.452366828918457) | > loss_gen: 2.2990798950195312 (2.2990798950195312) | > loss_kl: 3.3382186889648438 (3.3382186889648438) | > loss_feat: 4.908843040466309 (4.908843040466309) | > loss_mel: 16.526485443115234 (16.526485443115234) | > loss_duration: 2.386925220489502 (2.386925220489502) | > loss_1: 29.459552764892578 (29.459552764892578)  --> STEP: 2 | > loss_disc: 2.3818283081054688 (2.417097568511963) | > loss_disc_real_0: 0.08890704065561295 (0.11881080642342567) | > loss_disc_real_1: 0.2275644689798355 (0.1982291266322136) | > loss_disc_real_2: 0.17415709793567657 (0.1911953091621399) | > loss_disc_real_3: 0.28533339500427246 (0.2711278647184372) | > loss_disc_real_4: 0.2400219738483429 (0.23305188119411469) | > loss_disc_real_5: 0.2506641447544098 (0.2621990591287613) | > loss_0: 2.3818283081054688 (2.417097568511963) | > loss_gen: 2.4248147010803223 (2.3619472980499268) | > loss_kl: 2.3063204288482666 (2.822269558906555) | > loss_feat: 6.745213985443115 (5.827028512954712) | > loss_mel: 17.881357192993164 (17.2039213180542) | > loss_duration: 2.4811782836914062 (2.434051752090454) | > loss_1: 31.838884353637695 (30.649218559265137)  --> STEP: 3 | > loss_disc: 2.2917990684509277 (2.375331401824951) | > loss_disc_real_0: 0.06222710758447647 (0.09994957347710927) | > loss_disc_real_1: 0.14405851066112518 (0.1801722546418508) | > loss_disc_real_2: 0.18015988171100616 (0.1875168333450953) | > loss_disc_real_3: 0.2344476729631424 (0.25890113413333893) | > loss_disc_real_4: 0.24584171175956726 (0.23731515804926553) | > loss_disc_real_5: 0.2657530903816223 (0.2633837362130483) | > loss_0: 2.2917990684509277 (2.375331401824951) | > loss_gen: 2.2905213832855225 (2.3381386597951255) | > loss_kl: 3.2485008239746094 (2.9643466472625732) | > loss_feat: 6.954957485198975 (6.203004837036133) | > loss_mel: 16.93537712097168 (17.11440658569336) | > loss_duration: 2.3175530433654785 (2.395218849182129) | > loss_1: 31.746910095214844 (31.01511573791504)  --> STEP: 4 | > loss_disc: 2.285918712615967 (2.352978229522705) | > loss_disc_real_0: 0.11864777654409409 (0.10462412424385548) | > loss_disc_real_1: 0.14881572127342224 (0.17233312129974365) | > loss_disc_real_2: 0.28075873851776123 (0.2108273096382618) | > loss_disc_real_3: 0.24377045035362244 (0.2551184631884098) | > loss_disc_real_4: 0.2043103277683258 (0.2290639504790306) | > loss_disc_real_5: 0.21483410894870758 (0.2512463293969631) | > loss_0: 2.285918712615967 (2.352978229522705) | > loss_gen: 2.5760324001312256 (2.3976120948791504) | > loss_kl: 3.2637786865234375 (3.0392046570777893) | > loss_feat: 7.179530143737793 (6.447136163711548) | > loss_mel: 16.330718994140625 (16.918484687805176) | > loss_duration: 2.30804443359375 (2.373425245285034) | > loss_1: 31.658105850219727 (31.17586326599121)  --> STEP: 5 | > loss_disc: 2.5248546600341797 (2.387353515625) | > loss_disc_real_0: 0.10723388195037842 (0.10514607578516007) | > loss_disc_real_1: 0.22560793161392212 (0.18298808336257935) | > loss_disc_real_2: 0.23962318897247314 (0.21658648550510406) | > loss_disc_real_3: 0.29235509037971497 (0.26256578862667085) | > loss_disc_real_4: 0.2637772858142853 (0.23600661754608154) | > loss_disc_real_5: 0.2531959116458893 (0.2516362458467484) | > loss_0: 2.5248546600341797 (2.387353515625) | > loss_gen: 2.2586355209350586 (2.369816780090332) | > loss_kl: 3.45971941947937 (3.1233076095581054) | > loss_feat: 4.833316326141357 (6.12437219619751) | > loss_mel: 18.387914657592773 (17.212370681762696) | > loss_duration: 2.4172017574310303 (2.3821805477142335) | > loss_1: 31.356788635253906 (31.21204833984375)  --> STEP: 6 | > loss_disc: 2.3591456413269043 (2.382652203241984) | > loss_disc_real_0: 0.12254896014928818 (0.10804655651251475) | > loss_disc_real_1: 0.14700618386268616 (0.17699110011259714) | > loss_disc_real_2: 0.1685442179441452 (0.20857944091161093) | > loss_disc_real_3: 0.24825641512870789 (0.26018089304367703) | > loss_disc_real_4: 0.21832504868507385 (0.23305968940258026) | > loss_disc_real_5: 0.23354482650756836 (0.24862100929021835) | > loss_0: 2.3591456413269043 (2.382652203241984) | > loss_gen: 2.2699835300445557 (2.3531779050827026) | > loss_kl: 3.2825324535369873 (3.149845083554586) | > loss_feat: 5.888837814331055 (6.085116465886434) | > loss_mel: 17.443082809448242 (17.25082270304362) | > loss_duration: 2.200841188430786 (2.351957321166992) | > loss_1: 31.085277557373047 (31.190919876098633)  --> STEP: 7 | > loss_disc: 2.121438503265381 (2.3453359603881836) | > loss_disc_real_0: 0.049789637327194214 (0.09972413948604039) | > loss_disc_real_1: 0.18560703098773956 (0.17822194738047464) | > loss_disc_real_2: 0.11908919364213943 (0.195795119873115) | > loss_disc_real_3: 0.1916942298412323 (0.25039708401475635) | > loss_disc_real_4: 0.1950611174106598 (0.22763132197516306) | > loss_disc_real_5: 0.1528904289007187 (0.2349452120917184) | > loss_0: 2.121438503265381 (2.3453359603881836) | > loss_gen: 2.339491367340088 (2.3512226854051863) | > loss_kl: 3.7242884635925293 (3.2319084235600064) | > loss_feat: 8.14394474029541 (6.379234790802002) | > loss_mel: 19.36156463623047 (17.552357264927455) | > loss_duration: 2.4398272037506104 (2.3645101615360806) | > loss_1: 36.009117126464844 (31.879233769008092)  --> STEP: 8 | > loss_disc: 2.5571749210357666 (2.3718158304691315) | > loss_disc_real_0: 0.24805305898189545 (0.11826525442302227) | > loss_disc_real_1: 0.23125174641609192 (0.1848506722599268) | > loss_disc_real_2: 0.20992372930049896 (0.197561196051538) | > loss_disc_real_3: 0.29586684703826904 (0.2560808043926954) | > loss_disc_real_4: 0.22991058230400085 (0.22791622951626778) | > loss_disc_real_5: 0.2852536141872406 (0.24123376235365868) | > loss_0: 2.5571749210357666 (2.3718158304691315) | > loss_gen: 2.4595327377319336 (2.3647614419460297) | > loss_kl: 2.9376933574676514 (3.195131540298462) | > loss_feat: 5.156978130340576 (6.226452708244324) | > loss_mel: 15.028474807739258 (17.23687195777893) | > loss_duration: 2.2745513916015625 (2.3532653152942657) | > loss_1: 27.85723114013672 (31.37648344039917)  --> STEP: 9 | > loss_disc: 2.327484607696533 (2.366890139049954) | > loss_disc_real_0: 0.13011521100997925 (0.1195819162660175) | > loss_disc_real_1: 0.32822951674461365 (0.20078165498044756) | > loss_disc_real_2: 0.17448216676712036 (0.19499685946438047) | > loss_disc_real_3: 0.23274128139019012 (0.2534875240590837) | > loss_disc_real_4: 0.14313694834709167 (0.21849630938635933) | > loss_disc_real_5: 0.1600259393453598 (0.23221067090829214) | > loss_0: 2.327484607696533 (2.366890139049954) | > loss_gen: 2.719144344329834 (2.4041373199886746) | > loss_kl: 3.1020946502685547 (3.1847941080729165) | > loss_feat: 11.477548599243164 (6.809907807244195) | > loss_mel: 17.963918685913086 (17.317654927571613) | > loss_duration: 2.1758551597595215 (2.3335530757904053) | > loss_1: 37.438560485839844 (32.05004755655924)  --> STEP: 10 | > loss_disc: 2.4624061584472656 (2.376441740989685) | > loss_disc_real_0: 0.20080381631851196 (0.12770410627126694) | > loss_disc_real_1: 0.1697842925786972 (0.19768191874027252) | > loss_disc_real_2: 0.25502103567123413 (0.20099927708506585) | > loss_disc_real_3: 0.28137925267219543 (0.2562766969203949) | > loss_disc_real_4: 0.24934504926204681 (0.22158118337392807) | > loss_disc_real_5: 0.21379722654819489 (0.23036932647228242) | > loss_0: 2.4624061584472656 (2.376441740989685) | > loss_gen: 2.5234663486480713 (2.4160702228546143) | > loss_kl: 3.1265132427215576 (3.178966021537781) | > loss_feat: 6.6568450927734375 (6.794601535797119) | > loss_mel: 17.4854736328125 (17.3344367980957) | > loss_duration: 2.3727798461914062 (2.3374757528305055) | > loss_1: 32.165077209472656 (32.061550521850585)  --> STEP: 11 | > loss_disc: 2.6128430366516113 (2.397932767868042) | > loss_disc_real_0: 0.14553114771842957 (0.12932474640282718) | > loss_disc_real_1: 0.27147331833839417 (0.20439022779464722) | > loss_disc_real_2: 0.21560752391815186 (0.2023272995244373) | > loss_disc_real_3: 0.35303759574890137 (0.2650731422684409) | > loss_disc_real_4: 0.3278440237045288 (0.23124144158580087) | > loss_disc_real_5: 0.35373276472091675 (0.24158418449488553) | > loss_0: 2.6128430366516113 (2.397932767868042) | > loss_gen: 2.6061058044433594 (2.4333461848172275) | > loss_kl: 3.733794689178467 (3.229404991323298) | > loss_feat: 7.670819282531738 (6.874257694591176) | > loss_mel: 17.18304443359375 (17.320673855868254) | > loss_duration: 2.498988628387451 (2.3521587415175005) | > loss_1: 33.692752838134766 (32.20984164151278)  --> STEP: 12 | > loss_disc: 2.4797868728637695 (2.4047539432843528) | > loss_disc_real_0: 0.08857593685388565 (0.12592901227374872) | > loss_disc_real_1: 0.25648507475852966 (0.20873146504163742) | > loss_disc_real_2: 0.22294645011425018 (0.20404556207358837) | > loss_disc_real_3: 0.26046085357666016 (0.2646887848774592) | > loss_disc_real_4: 0.2078045755624771 (0.22928836941719055) | > loss_disc_real_5: 0.23990964889526367 (0.2414446398615837) | > loss_0: 2.4797868728637695 (2.4047539432843528) | > loss_gen: 2.1866345405578613 (2.412786881128947) | > loss_kl: 2.7520318031311035 (3.1896238923072815) | > loss_feat: 6.017043113708496 (6.802823146184285) | > loss_mel: 16.794511795043945 (17.27682701746623) | > loss_duration: 2.2612199783325195 (2.344580511252085) | > loss_1: 30.01144027709961 (32.026641527811684)  --> STEP: 13 | > loss_disc: 2.3858280181884766 (2.403298102892362) | > loss_disc_real_0: 0.09324830770492554 (0.12341511192230079) | > loss_disc_real_1: 0.24728409945964813 (0.21169705230456132) | > loss_disc_real_2: 0.19057917594909668 (0.20300968621785825) | > loss_disc_real_3: 0.225589320063591 (0.2616811337379309) | > loss_disc_real_4: 0.22496727108955383 (0.22895597723814157) | > loss_disc_real_5: 0.2523244023323059 (0.24228154466702387) | > loss_0: 2.3858280181884766 (2.403298102892362) | > loss_gen: 2.252976894378662 (2.400493805225079) | > loss_kl: 3.39324688911438 (3.2052871997539816) | > loss_feat: 5.781982898712158 (6.724296973301814) | > loss_mel: 16.382177352905273 (17.2080078125) | > loss_duration: 2.2423105239868164 (2.336713589154757) | > loss_1: 30.052696228027344 (31.87479958167443)  --> STEP: 14 | > loss_disc: 2.6847915649414062 (2.423404778753008) | > loss_disc_real_0: 0.12787796556949615 (0.12373388718281474) | > loss_disc_real_1: 0.29934149980545044 (0.21795736998319626) | > loss_disc_real_2: 0.20554068684577942 (0.20319047197699547) | > loss_disc_real_3: 0.2451592981815338 (0.2605010026267597) | > loss_disc_real_4: 0.23764534294605255 (0.22957664621727808) | > loss_disc_real_5: 0.30407747626304626 (0.24669553978102549) | > loss_0: 2.6847915649414062 (2.423404778753008) | > loss_gen: 2.2324228286743164 (2.388488735471453) | > loss_kl: 3.0586602687835693 (3.194813847541809) | > loss_feat: 6.656274795532227 (6.719438246318272) | > loss_mel: 17.197969436645508 (17.20729078565325) | > loss_duration: 2.380390167236328 (2.339833344732012) | > loss_1: 31.525718688964844 (31.849865232195175)  --> STEP: 15 | > loss_disc: 2.265995502471924 (2.412910827000936) | > loss_disc_real_0: 0.16927720606327057 (0.1267701084415118) | > loss_disc_real_1: 0.16241927444934845 (0.21425483028093975) | > loss_disc_real_2: 0.19386698305606842 (0.20256890604893366) | > loss_disc_real_3: 0.2542217969894409 (0.2600823889176051) | > loss_disc_real_4: 0.23661288619041443 (0.23004572888215383) | > loss_disc_real_5: 0.2638222277164459 (0.24783731897672018) | > loss_0: 2.265995502471924 (2.412910827000936) | > loss_gen: 2.729079246520996 (2.4111947695414226) | > loss_kl: 3.7523648738861084 (3.2319839159647623) | > loss_feat: 7.598699569702148 (6.778055667877197) | > loss_mel: 17.8682804107666 (17.25135676066081) | > loss_duration: 2.422853946685791 (2.3453680515289306) | > loss_1: 34.371280670166016 (32.01795959472656)  --> STEP: 16 | > loss_disc: 3.0256118774414062 (2.4512046426534653) | > loss_disc_real_0: 0.27640852332115173 (0.1361225093714893) | > loss_disc_real_1: 0.19452305138111115 (0.21302159409970045) | > loss_disc_real_2: 0.20566107332706451 (0.20276216650381684) | > loss_disc_real_3: 0.32020214200019836 (0.26383987348526716) | > loss_disc_real_4: 0.26811182498931885 (0.23242485988885164) | > loss_disc_real_5: 0.3145913779735565 (0.25200944766402245) | > loss_0: 3.0256118774414062 (2.4512046426534653) | > 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2.701960563659668 (2.443605636295519) | > loss_disc_real_0: 0.1932123601436615 (0.1384847544525799) | > loss_disc_real_1: 0.19921322166919708 (0.20419992271222567) | > loss_disc_real_2: 0.18070203065872192 (0.1997706776386813) | > loss_disc_real_3: 0.3197420537471771 (0.25549328327178955) | > loss_disc_real_4: 0.19011849164962769 (0.22481124338350797) | > loss_disc_real_5: 0.18483376502990723 (0.24330146610736847) | > loss_0: 2.701960563659668 (2.443605636295519) | > loss_gen: 2.040853977203369 (2.352904351134049) | > loss_kl: 2.2101430892944336 (3.054663953028227) | > loss_feat: 8.305326461791992 (6.992399868212249) | > loss_mel: 15.826496124267578 (16.945126282541377) | > loss_duration: 2.3986334800720215 (2.3478335330360816) | > loss_1: 30.781452178955078 (31.692928314208984)  --> STEP: 20 | > loss_disc: 2.2301151752471924 (2.432931113243103) | > loss_disc_real_0: 0.14095036685466766 (0.1386080350726843) | > loss_disc_real_1: 0.14953620731830597 (0.20146673694252967) | > loss_disc_real_2: 0.16535277664661407 (0.19804978258907796) | > loss_disc_real_3: 0.22986526787281036 (0.25421188250184057) | > loss_disc_real_4: 0.2575260102748871 (0.22644698172807692) | > loss_disc_real_5: 0.2541397511959076 (0.24384338036179543) | > loss_0: 2.2301151752471924 (2.432931113243103) | > loss_gen: 2.5019519329071045 (2.3603567302227018) | > loss_kl: 2.5693390369415283 (3.030397707223892) | > loss_feat: 7.061147689819336 (6.995837259292602) | > loss_mel: 18.72900390625 (17.03432016372681) | > loss_duration: 2.3144397735595703 (2.346163845062256) | > loss_1: 33.175880432128906 (31.76707592010498)  --> STEP: 21 | > loss_disc: 2.4279935359954834 (2.432695990517026) | > loss_disc_real_0: 0.14073559641838074 (0.13870934751771746) | > loss_disc_real_1: 0.17655114829540253 (0.20028028034028553) | > loss_disc_real_2: 0.21510368585586548 (0.19886187322082974) | > loss_disc_real_3: 0.29592013359069824 (0.2561979896965481) | > loss_disc_real_4: 0.2502233684062958 (0.22757919061751591) | > loss_disc_real_5: 0.23291780054569244 (0.24332311465626671) | > loss_0: 2.4279935359954834 (2.432695990517026) | > loss_gen: 2.3582911491394043 (2.360258369218735) | > loss_kl: 2.262404680252075 (2.993826610701425) | > loss_feat: 6.3505964279174805 (6.965111505417597) | > loss_mel: 15.8345365524292 (16.977187610807878) | > loss_duration: 2.168520212173462 (2.3377046244485036) | > loss_1: 28.974348068237305 (31.634088879539853)  --> STEP: 22 | > loss_disc: 2.5988433361053467 (2.440248142589222) | > loss_disc_real_0: 0.12807852029800415 (0.13822612809863957) | > loss_disc_real_1: 0.2864878177642822 (0.20419880476864902) | > loss_disc_real_2: 0.17393703758716583 (0.19772892614657228) | > loss_disc_real_3: 0.2781272530555725 (0.2571947743946856) | > loss_disc_real_4: 0.24773269891738892 (0.22849525917660107) | > loss_disc_real_5: 0.2586269676685333 (0.24401874433864246) | > loss_0: 2.5988433361053467 (2.440248142589222) | > loss_gen: 2.3246257305145264 (2.358638703823089) | > loss_kl: 2.1145217418670654 (2.95385820757259) | > loss_feat: 6.880271911621094 (6.961255160245028) | > loss_mel: 15.176582336425781 (16.895341916517783) | > loss_duration: 2.2131481170654297 (2.332042965022) | > loss_1: 28.709148406982422 (31.501137039878152)  --> STEP: 23 | > loss_disc: 2.569404125213623 (2.445863620094631) | > loss_disc_real_0: 0.19265246391296387 (0.14059249052534933) | > loss_disc_real_1: 0.14887747168540955 (0.20179352941720383) | > loss_disc_real_2: 0.20142491161823273 (0.19788962116707925) | > loss_disc_real_3: 0.27752354741096497 (0.25807863409104553) | > loss_disc_real_4: 0.23838427662849426 (0.22892521645711816) | > loss_disc_real_5: 0.27509605884552 (0.245369931925898) | > loss_0: 2.569404125213623 (2.445863620094631) | > loss_gen: 2.1186091899871826 (2.3482026380041368) | > loss_kl: 2.572568893432617 (2.9372804113056348) | > loss_feat: 7.295133113861084 (6.975771593010944) | > loss_mel: 16.25311851501465 (16.86741915993069) | > loss_duration: 2.2780089378356934 (2.3296936594921607) | > loss_1: 30.517438888549805 (31.45836755503779)  --> STEP: 24 | > loss_disc: 2.50584077835083 (2.448362668355306) | > loss_disc_real_0: 0.1337663233280182 (0.1403080668921272) | > loss_disc_real_1: 0.21280427277088165 (0.20225231039027372) | > loss_disc_real_2: 0.24884258210659027 (0.20001266120622554) | > loss_disc_real_3: 0.3006707727909088 (0.25985330653687316) | > loss_disc_real_4: 0.303932785987854 (0.23205053185423216) | > loss_disc_real_5: 0.2811415493488312 (0.2468604159851869) | > loss_0: 2.50584077835083 (2.448362668355306) | > loss_gen: 2.3678855895996094 (2.3490227609872814) | > loss_kl: 2.6313576698303223 (2.92453363041083) | > loss_feat: 5.182454586029053 (6.901050051053365) | > loss_mel: 15.004548072814941 (16.78979953130087) | > loss_duration: 2.4548726081848145 (2.3349094490210214) | > loss_1: 27.641117095947266 (31.299315452575684)  --> STEP: 25 | > loss_disc: 2.583573579788208 (2.4537711048126223) | > loss_disc_real_0: 0.14909955859184265 (0.14065972656011583) | > loss_disc_real_1: 0.1672249138355255 (0.2008512145280838) | > loss_disc_real_2: 0.21249215304851532 (0.20051184087991714) | > loss_disc_real_3: 0.204624205827713 (0.25764414250850676) | > loss_disc_real_4: 0.18840031325817108 (0.2303045231103897) | > loss_disc_real_5: 0.16585370898246765 (0.24362014770507812) | > loss_0: 2.583573579788208 (2.4537711048126223) | > loss_gen: 1.9292632341384888 (2.3322323799133295) | > loss_kl: 2.5517194271087646 (2.9096210622787475) | > loss_feat: 7.477705955505371 (6.9241162872314455) | > loss_mel: 16.678178787231445 (16.78533470153809) | > loss_duration: 2.3632490634918213 (2.3360430335998537) | > loss_1: 31.0001163482666 (31.28734748840332)  --> STEP: 26 | > loss_disc: 2.4513792991638184 (2.453679112287668) | > loss_disc_real_0: 0.13282853364944458 (0.14035852683278233) | > loss_disc_real_1: 0.08869687467813492 (0.19653758607231653) | > loss_disc_real_2: 0.18616358935832977 (0.19995998505216378) | > loss_disc_real_3: 0.1777898222208023 (0.25457282249744123) | > loss_disc_real_4: 0.08617383241653442 (0.22476103500677988) | > loss_disc_real_5: 0.06130141019821167 (0.23660788857019865) | > loss_0: 2.4513792991638184 (2.453679112287668) | > loss_gen: 1.7261236906051636 (2.3089205072476306) | > loss_kl: 2.4493236541748047 (2.8919173158132114) | > loss_feat: 16.877819061279297 (7.306951009310209) | > loss_mel: 21.970102310180664 (16.984748840332035) | > loss_duration: 2.3389177322387695 (2.3361535989321194) | > loss_1: 45.36228561401367 (31.828691262465256) --> EVAL PERFORMANCE | > avg_loader_time: 0.002718476148752066 (+0.0003173993184016309) | > avg_loss_disc: 2.453679112287668 (-0.003950458306532401) | > avg_loss_disc_real_0: 0.14035852683278233 (-0.0330720798900494) | > avg_loss_disc_real_1: 0.19653758607231653 (+0.003642109724191517) | > avg_loss_disc_real_2: 0.19995998505216378 (-0.03457653952332643) | > avg_loss_disc_real_3: 0.25457282249744123 (-0.0023234893496219544) | > avg_loss_disc_real_4: 0.22476103500677988 (-0.020043841921366184) | > avg_loss_disc_real_5: 0.23660788857019865 (-0.019871771908723357) | > avg_loss_0: 2.453679112287668 (-0.003950458306532401) | > avg_loss_gen: 2.3089205072476306 (-0.13545390734305807) | > avg_loss_kl: 2.8919173158132114 (-0.06481304077001715) | > avg_loss_feat: 7.306951009310209 (+0.24914926749009414) | > avg_loss_mel: 16.984748840332035 (-0.7554950347313536) | > avg_loss_duration: 2.3361535989321194 (-0.015395485437833312) | > avg_loss_1: 31.828691262465256 (-0.7220084850604707)  > EPOCH: 647/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:45:24)   --> TIME: 2024-06-11 19:45:31 -- STEP: 14/330 -- GLOBAL_STEP: 301525 | > loss_disc: 2.3170642852783203 (2.3425829240253995) | > loss_disc_real_0: 0.08964119106531143 (0.10540653499109405) | > loss_disc_real_1: 0.20666562020778656 (0.196607591850417) | > loss_disc_real_2: 0.23514965176582336 (0.20872544177940913) | > loss_disc_real_3: 0.24685415625572205 (0.22673985362052917) | > loss_disc_real_4: 0.2107042670249939 (0.22669058505977904) | > loss_disc_real_5: 0.21186058223247528 (0.2210525040115629) | > loss_0: 2.3170642852783203 (2.3425829240253995) | > grad_norm_0: tensor(5.2831, device='cuda:0') (tensor(7.4758, device='cuda:0')) | > loss_gen: 2.603461742401123 (2.5177395173481534) | > loss_kl: 1.6928932666778564 (1.9195749504225594) | > loss_feat: 7.505096435546875 (7.083730050495693) | > loss_mel: 17.296228408813477 (17.737982886178152) | > loss_duration: 2.0056095123291016 (2.084785486970629) | > loss_1: 31.103288650512695 (31.343812942504883) | > grad_norm_1: tensor(71.7653, device='cuda:0') (tensor(69.4099, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.379 (0.38731883253370014) | > loader_time: 0.0037 (0.0035572052001953125)  --> TIME: 2024-06-11 19:45:41 -- STEP: 39/330 -- GLOBAL_STEP: 301550 | > loss_disc: 2.3226206302642822 (2.35490580705496) | > loss_disc_real_0: 0.11938405781984329 (0.1062586282690366) | > loss_disc_real_1: 0.18461135029792786 (0.19769864433850998) | > loss_disc_real_2: 0.21120740473270416 (0.21130143526272896) | > loss_disc_real_3: 0.20283299684524536 (0.22881593039402595) | > loss_disc_real_4: 0.19166064262390137 (0.2306195772611178) | > loss_disc_real_5: 0.2133949249982834 (0.22133106222519508) | > loss_0: 2.3226206302642822 (2.35490580705496) | > grad_norm_0: tensor(6.8072, device='cuda:0') (tensor(8.3046, device='cuda:0')) | > loss_gen: 2.479227066040039 (2.4747593402862553) | > loss_kl: 1.9185667037963867 (1.930900677656516) | > loss_feat: 8.033699035644531 (6.972174375485151) | > loss_mel: 17.52407455444336 (17.59617648980557) | > loss_duration: 2.012749433517456 (2.024463439599061) | > loss_1: 31.96831703186035 (30.998474512344753) | > grad_norm_1: tensor(74.4323, device='cuda:0') (tensor(80.9617, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.3741 (0.37876907984415686) | > loader_time: 0.0034 (0.003505816826453576)  --> TIME: 2024-06-11 19:45:50 -- STEP: 64/330 -- GLOBAL_STEP: 301575 | > loss_disc: 2.2945237159729004 (2.355340350419283) | > loss_disc_real_0: 0.09874062985181808 (0.10869384394027293) | > loss_disc_real_1: 0.18752412497997284 (0.19777853437699378) | > loss_disc_real_2: 0.2098936140537262 (0.21220256318338215) | > loss_disc_real_3: 0.21321706473827362 (0.22836261428892612) | > loss_disc_real_4: 0.206001877784729 (0.23149406677111983) | > loss_disc_real_5: 0.2169930785894394 (0.2218322951812297) | > loss_0: 2.2945237159729004 (2.355340350419283) | > grad_norm_0: tensor(11.3772, device='cuda:0') (tensor(8.8398, device='cuda:0')) | > loss_gen: 2.414623737335205 (2.4696511700749397) | > loss_kl: 1.9174400568008423 (1.9434654247015715) | > loss_feat: 7.047887325286865 (6.944408781826496) | > loss_mel: 17.870132446289062 (17.598865121603016) | > loss_duration: 1.9958982467651367 (2.006805032491685) | > loss_1: 31.245983123779297 (30.963195711374283) | > grad_norm_1: tensor(132.8524, device='cuda:0') (tensor(100.3372, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.3529 (0.374780099838972) | > loader_time: 0.0041 (0.0035308077931404114)  --> TIME: 2024-06-11 19:45:59 -- STEP: 89/330 -- GLOBAL_STEP: 301600 | > loss_disc: 2.4040493965148926 (2.3557145863436597) | > loss_disc_real_0: 0.12692411243915558 (0.11022719598553155) | > loss_disc_real_1: 0.18356993794441223 (0.19630723974008238) | > loss_disc_real_2: 0.24251145124435425 (0.21198572084475098) | > loss_disc_real_3: 0.23691651225090027 (0.23066848148120922) | > loss_disc_real_4: 0.23243242502212524 (0.23084212973546447) | > loss_disc_real_5: 0.22444477677345276 (0.22173621597584714) | > loss_0: 2.4040493965148926 (2.3557145863436597) | > grad_norm_0: tensor(8.6384, device='cuda:0') (tensor(8.4976, device='cuda:0')) | > loss_gen: 2.510047435760498 (2.4683483611331902) | > loss_kl: 1.865538239479065 (1.9547020504983623) | > loss_feat: 7.127935409545898 (6.960529648855831) | > loss_mel: 17.367616653442383 (17.521681603420987) | > loss_duration: 2.008772850036621 (1.9999739346879255) | > loss_1: 30.879913330078125 (30.905235740575897) | > grad_norm_1: tensor(198.2219, device='cuda:0') (tensor(96.5156, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.3601 (0.3725035431679715) | > loader_time: 0.0035 (0.0035814569237526883)  --> TIME: 2024-06-11 19:46:09 -- STEP: 114/330 -- GLOBAL_STEP: 301625 | > loss_disc: 2.354761838912964 (2.348689424364191) | > loss_disc_real_0: 0.11963695287704468 (0.11119916237760008) | > loss_disc_real_1: 0.22248214483261108 (0.19667633871237436) | > loss_disc_real_2: 0.1963524967432022 (0.21084032116229073) | > loss_disc_real_3: 0.2441965490579605 (0.22909640324743172) | > loss_disc_real_4: 0.22383688390254974 (0.2302765047602486) | > loss_disc_real_5: 0.22446209192276 (0.22128819491256746) | > loss_0: 2.354761838912964 (2.348689424364191) | > grad_norm_0: tensor(8.5508, device='cuda:0') (tensor(8.9046, device='cuda:0')) | > loss_gen: 2.4316420555114746 (2.475708030817802) | > loss_kl: 1.9928878545761108 (1.9638722758544118) | > loss_feat: 6.6209306716918945 (6.977922355919554) | > loss_mel: 17.44295883178711 (17.500806657891516) | > loss_duration: 2.0218636989593506 (2.001544634501139) | > loss_1: 30.510284423828125 (30.91985411393015) | > grad_norm_1: tensor(58.8685, device='cuda:0') (tensor(104.3218, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.3695 (0.3714039221144559) | > loader_time: 0.0036 (0.003630000248289945)  --> TIME: 2024-06-11 19:46:18 -- STEP: 139/330 -- GLOBAL_STEP: 301650 | > loss_disc: 2.2723445892333984 (2.359191177560272) | > loss_disc_real_0: 0.10555832087993622 (0.11282655387688026) | > loss_disc_real_1: 0.19106876850128174 (0.19707776756166553) | > loss_disc_real_2: 0.18213814496994019 (0.21192802499524124) | > loss_disc_real_3: 0.2027069330215454 (0.22996601623168095) | > loss_disc_real_4: 0.20196352899074554 (0.23133683569139715) | > loss_disc_real_5: 0.19868305325508118 (0.2224881878430895) | > loss_0: 2.2723445892333984 (2.359191177560272) | > grad_norm_0: tensor(6.2514, device='cuda:0') (tensor(8.8751, device='cuda:0')) | > loss_gen: 2.4501848220825195 (2.466269096882224) | > loss_kl: 1.9959403276443481 (1.9747473207309092) | > loss_feat: 6.727747440338135 (6.970349565684367) | > loss_mel: 17.651445388793945 (17.507939002496727) | > loss_duration: 2.061516761779785 (2.0064512422616527) | > loss_1: 30.88683319091797 (30.925756372136178) | > grad_norm_1: tensor(85.2191, device='cuda:0') (tensor(98.7008, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.3796 (0.3723845241738738) | > loader_time: 0.0039 (0.003712539192583921)  --> TIME: 2024-06-11 19:46:28 -- STEP: 164/330 -- GLOBAL_STEP: 301675 | > loss_disc: 2.3884823322296143 (2.365984108389879) | > loss_disc_real_0: 0.17877011001110077 (0.11488971364025663) | > loss_disc_real_1: 0.19194644689559937 (0.19776040015787613) | > loss_disc_real_2: 0.19686363637447357 (0.21251303066567676) | > loss_disc_real_3: 0.18895336985588074 (0.2302883514543859) | > loss_disc_real_4: 0.1949094980955124 (0.23096264826088417) | > loss_disc_real_5: 0.20707127451896667 (0.22221777215600014) | > loss_0: 2.3884823322296143 (2.365984108389879) | > grad_norm_0: tensor(28.5098, device='cuda:0') (tensor(10.0818, device='cuda:0')) | > loss_gen: 2.284543991088867 (2.4632563867220076) | > loss_kl: 2.0410754680633545 (1.9905953123802091) | > loss_feat: 6.866094589233398 (6.992327879114849) | > loss_mel: 17.195459365844727 (17.52959065321014) | > loss_duration: 2.079712152481079 (2.0099099481978064) | > loss_1: 30.466886520385742 (30.98568027775462) | > grad_norm_1: tensor(283.0830, device='cuda:0') (tensor(114.2057, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.4092 (0.3751629794516213) | > loader_time: 0.0041 (0.0038479130442549544)  --> TIME: 2024-06-11 19:46:39 -- STEP: 189/330 -- GLOBAL_STEP: 301700 | > loss_disc: 2.2833821773529053 (2.3644109213793727) | > loss_disc_real_0: 0.11170165240764618 (0.11532248781313972) | > loss_disc_real_1: 0.21874456107616425 (0.19801939535077917) | > loss_disc_real_2: 0.23678477108478546 (0.2123750869243864) | > loss_disc_real_3: 0.22764477133750916 (0.23041964239544338) | > loss_disc_real_4: 0.21352443099021912 (0.23090054323433568) | > loss_disc_real_5: 0.23278194665908813 (0.2224408313237801) | > loss_0: 2.2833821773529053 (2.3644109213793727) | > grad_norm_0: tensor(23.0949, device='cuda:0') (tensor(12.0661, device='cuda:0')) | > loss_gen: 2.703042507171631 (2.469454656833063) | > loss_kl: 2.071922779083252 (2.0001194022950672) | > loss_feat: 7.083312034606934 (7.000054167691992) | > loss_mel: 17.680631637573242 (17.483545086371187) | > loss_duration: 2.1021034717559814 (2.0172613714107124) | > loss_1: 31.641014099121094 (30.970434723707733) | > grad_norm_1: tensor(453.4474, device='cuda:0') (tensor(141.5402, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.4041 (0.3797822149973066) | > loader_time: 0.0056 (0.003981377081896262)  --> TIME: 2024-06-11 19:46:49 -- STEP: 214/330 -- GLOBAL_STEP: 301725 | > loss_disc: 2.375826835632324 (2.36961327980612) | > loss_disc_real_0: 0.06773605942726135 (0.11528783371654626) | > loss_disc_real_1: 0.19856971502304077 (0.1985458267208572) | > loss_disc_real_2: 0.1782235950231552 (0.21288834644533763) | > loss_disc_real_3: 0.21168141067028046 (0.2305451217238034) | > loss_disc_real_4: 0.17732951045036316 (0.23076297036398238) | > loss_disc_real_5: 0.20633554458618164 (0.22249195703836244) | > loss_0: 2.375826835632324 (2.36961327980612) | > grad_norm_0: tensor(60.3105, device='cuda:0') (tensor(14.5687, device='cuda:0')) | > loss_gen: 2.608402729034424 (2.4727502058599584) | > loss_kl: 1.8769199848175049 (2.0028736775166514) | > loss_feat: 6.488087177276611 (7.002101042560327) | > loss_mel: 16.71619415283203 (17.445410563566963) | > loss_duration: 2.1273326873779297 (2.024903473452985) | > loss_1: 29.816936492919922 (30.94803901921923) | > grad_norm_1: tensor(523.1716, device='cuda:0') (tensor(167.4453, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.389 (0.3825759174667785) | > loader_time: 0.0058 (0.004120482462588872)  --> TIME: 2024-06-11 19:47:00 -- STEP: 239/330 -- GLOBAL_STEP: 301750 | > loss_disc: 2.633140802383423 (2.3694729336136056) | > loss_disc_real_0: 0.13845446705818176 (0.11734378842878541) | > loss_disc_real_1: 0.23625363409519196 (0.19849679347860263) | > loss_disc_real_2: 0.23691877722740173 (0.2125315875064379) | > loss_disc_real_3: 0.2666468322277069 (0.23036536156632412) | > loss_disc_real_4: 0.29850926995277405 (0.2306338238790943) | > loss_disc_real_5: 0.3114714026451111 (0.2226256186368575) | > loss_0: 2.633140802383423 (2.3694729336136056) | > grad_norm_0: tensor(47.6911, device='cuda:0') (tensor(17.3854, device='cuda:0')) | > loss_gen: 2.3812856674194336 (2.4850794381177566) | > loss_kl: 2.1529171466827393 (2.0084822786403005) | > loss_feat: 6.701835632324219 (7.0116256949293065) | > loss_mel: 16.66335678100586 (17.41098348066896) | > loss_duration: 2.0871598720550537 (2.0334600424666767) | > loss_1: 29.986555099487305 (30.949630984701372) | > grad_norm_1: tensor(336.3117, device='cuda:0') (tensor(195.4399, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.4392 (0.3864109027335832) | > loader_time: 0.0055 (0.004273629088780869)  --> TIME: 2024-06-11 19:47:11 -- STEP: 264/330 -- GLOBAL_STEP: 301775 | > loss_disc: 2.4608378410339355 (2.373525242010752) | > loss_disc_real_0: 0.1380106508731842 (0.11839536532308116) | > loss_disc_real_1: 0.2637598216533661 (0.19893210894907964) | > loss_disc_real_2: 0.18087409436702728 (0.21218748870446827) | > loss_disc_real_3: 0.23551338911056519 (0.2303673798839251) | > loss_disc_real_4: 0.20862959325313568 (0.23103806015216943) | > loss_disc_real_5: 0.2317817658185959 (0.2228816986422647) | > loss_0: 2.4608378410339355 (2.373525242010752) | > grad_norm_0: tensor(15.5812, device='cuda:0') (tensor(19.3941, device='cuda:0')) | > loss_gen: 2.389417886734009 (2.4825822656804855) | > loss_kl: 2.1666479110717773 (2.0128067208058913) | > loss_feat: 6.34963846206665 (7.004282407688372) | > loss_mel: 16.176530838012695 (17.368231661391977) | > loss_duration: 2.170766830444336 (2.0417795379956547) | > loss_1: 29.253002166748047 (30.909682642329827) | > grad_norm_1: tensor(345.2547, device='cuda:0') (tensor(213.5738, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.4413 (0.3909503916899362) | > loader_time: 0.0058 (0.004435829140923239)  --> TIME: 2024-06-11 19:47:23 -- STEP: 289/330 -- GLOBAL_STEP: 301800 | > loss_disc: 2.5024051666259766 (2.376229768805851) | > loss_disc_real_0: 0.17127873003482819 (0.11940371582871077) | > loss_disc_real_1: 0.2355092465877533 (0.19912908007116875) | > loss_disc_real_2: 0.22478777170181274 (0.2127334738478941) | > loss_disc_real_3: 0.234237939119339 (0.2304465731534991) | > loss_disc_real_4: 0.26521390676498413 (0.23173860947772293) | > loss_disc_real_5: 0.25547704100608826 (0.22300650442347808) | > loss_0: 2.5024051666259766 (2.376229768805851) | > grad_norm_0: tensor(53.2502, device='cuda:0') (tensor(19.5703, device='cuda:0')) | > loss_gen: 2.3226847648620605 (2.479111978339488) | > loss_kl: 2.0156238079071045 (2.0153004174413987) | > loss_feat: 5.919638633728027 (7.00237892408272) | > loss_mel: 16.535921096801758 (17.319364745724155) | > loss_duration: 2.2026658058166504 (2.051444019000834) | > loss_1: 28.99653434753418 (30.86760012088763) | > grad_norm_1: tensor(206.3568, device='cuda:0') (tensor(216.5417, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.4588 (0.39636145743531737) | > loader_time: 0.007 (0.0045976127307720245)  --> TIME: 2024-06-11 19:47:35 -- STEP: 314/330 -- GLOBAL_STEP: 301825 | > loss_disc: 2.4815022945404053 (2.3781974049890118) | > loss_disc_real_0: 0.11950454115867615 (0.12046712416277569) | > loss_disc_real_1: 0.17616161704063416 (0.1991587623384348) | > loss_disc_real_2: 0.22155287861824036 (0.212880042802756) | > loss_disc_real_3: 0.23830005526542664 (0.23045439263627787) | > loss_disc_real_4: 0.19963648915290833 (0.23176437872610275) | > loss_disc_real_5: 0.2259846180677414 (0.2230332805092927) | > loss_0: 2.4815022945404053 (2.3781974049890118) | > grad_norm_0: tensor(18.1341, device='cuda:0') (tensor(19.2964, device='cuda:0')) | > loss_gen: 2.356748580932617 (2.472335666607899) | > loss_kl: 1.9935520887374878 (2.0180176785037784) | > loss_feat: 6.881164073944092 (7.001610918409505) | > loss_mel: 16.3857421875 (17.2810262449228) | > loss_duration: 2.252103328704834 (2.064272570002609) | > loss_1: 29.86931037902832 (30.837263107299812) | > grad_norm_1: tensor(120.3344, device='cuda:0') (tensor(210.4491, device='cuda:0')) | > current_lr_0: 0.00018446086210011334 | > current_lr_1: 0.00018446086210011334 | > step_time: 0.5134 (0.40417835135368774) | > loader_time: 0.0092 (0.004818027186545594)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.503333568572998 (2.503333568572998) | > loss_disc_real_0: 0.24521729350090027 (0.24521729350090027) | > loss_disc_real_1: 0.1438135802745819 (0.1438135802745819) | > loss_disc_real_2: 0.24831531941890717 (0.24831531941890717) | > loss_disc_real_3: 0.3022100329399109 (0.3022100329399109) | > loss_disc_real_4: 0.22853787243366241 (0.22853787243366241) | > loss_disc_real_5: 0.2286776751279831 (0.2286776751279831) | > loss_0: 2.503333568572998 (2.503333568572998) | > loss_gen: 2.2893764972686768 (2.2893764972686768) | > loss_kl: 1.6819677352905273 (1.6819677352905273) | > loss_feat: 4.07996940612793 (4.07996940612793) | > loss_mel: 15.224922180175781 (15.224922180175781) | > loss_duration: 3.0087337493896484 (3.0087337493896484) | > loss_1: 26.284969329833984 (26.284969329833984)  --> STEP: 1 | > loss_disc: 2.3382530212402344 (2.3382530212402344) | > loss_disc_real_0: 0.10005692392587662 (0.10005692392587662) | > loss_disc_real_1: 0.11007043719291687 (0.11007043719291687) | > loss_disc_real_2: 0.18839211761951447 (0.18839211761951447) | > loss_disc_real_3: 0.23214279115200043 (0.23214279115200043) | > loss_disc_real_4: 0.2459602653980255 (0.2459602653980255) | > loss_disc_real_5: 0.24658040702342987 (0.24658040702342987) | > loss_0: 2.3382530212402344 (2.3382530212402344) | > loss_gen: 2.352416515350342 (2.352416515350342) | > loss_kl: 2.8572051525115967 (2.8572051525115967) | > loss_feat: 8.082770347595215 (8.082770347595215) | > loss_mel: 19.553449630737305 (19.553449630737305) | > loss_duration: 2.4803640842437744 (2.4803640842437744) | > loss_1: 35.32620620727539 (35.32620620727539)  --> STEP: 2 | > loss_disc: 2.540682315826416 (2.439467668533325) | > loss_disc_real_0: 0.22200992703437805 (0.16103342548012733) | > loss_disc_real_1: 0.23469240963459015 (0.1723814234137535) | > loss_disc_real_2: 0.31698617339134216 (0.2526891455054283) | > loss_disc_real_3: 0.18352189660072327 (0.20783234387636185) | > loss_disc_real_4: 0.20912952721118927 (0.2275448963046074) | > loss_disc_real_5: 0.22132174670696259 (0.23395107686519623) | > loss_0: 2.540682315826416 (2.439467668533325) | > loss_gen: 2.341736078262329 (2.3470762968063354) | > loss_kl: 2.9737966060638428 (2.9155008792877197) | > loss_feat: 5.115527153015137 (6.599148750305176) | > loss_mel: 16.606948852539062 (18.080199241638184) | > loss_duration: 2.504034996032715 (2.4921995401382446) | > loss_1: 29.54204559326172 (32.434125900268555)  --> STEP: 3 | > loss_disc: 2.3484597206115723 (2.4091316858927407) | > loss_disc_real_0: 0.16769719123840332 (0.163254680732886) | > loss_disc_real_1: 0.1445734202861786 (0.1631120890378952) | > loss_disc_real_2: 0.19123141467571259 (0.2322032352288564) | > loss_disc_real_3: 0.25155124068260193 (0.22240530947844186) | > loss_disc_real_4: 0.27131742238998413 (0.2421357383330663) | > loss_disc_real_5: 0.23428253829479218 (0.23406156400839487) | > loss_0: 2.3484597206115723 (2.4091316858927407) | > loss_gen: 2.3243296146392822 (2.339494069417318) | > loss_kl: 3.6412458419799805 (3.1574158668518066) | > loss_feat: 6.086680889129639 (6.42832612991333) | > loss_mel: 16.26686668395996 (17.47575505574544) | > loss_duration: 2.3297204971313477 (2.438039859135946) | > loss_1: 30.648841857910156 (31.839031219482422)  --> STEP: 4 | > loss_disc: 2.379119396209717 (2.401628613471985) | > loss_disc_real_0: 0.0988883227109909 (0.14716309122741222) | > loss_disc_real_1: 0.12366635352373123 (0.1532506551593542) | > loss_disc_real_2: 0.19219787418842316 (0.2222018949687481) | > loss_disc_real_3: 0.29061952233314514 (0.2394588626921177) | > loss_disc_real_4: 0.17226308584213257 (0.22466757521033287) | > loss_disc_real_5: 0.19256503880023956 (0.22368743270635605) | > loss_0: 2.379119396209717 (2.401628613471985) | > loss_gen: 2.299333095550537 (2.3294538259506226) | > loss_kl: 3.3255562782287598 (3.199450969696045) | > loss_feat: 7.6560797691345215 (6.735264539718628) | > loss_mel: 18.501787185668945 (17.73226308822632) | > loss_duration: 2.310359001159668 (2.406119644641876) | > loss_1: 34.093116760253906 (32.40255260467529)  --> STEP: 5 | > loss_disc: 2.5700249671936035 (2.4353078842163085) | > loss_disc_real_0: 0.13226094841957092 (0.14418266266584395) | > loss_disc_real_1: 0.14439864456653595 (0.15148025304079055) | > loss_disc_real_2: 0.2899680435657501 (0.2357551246881485) | > loss_disc_real_3: 0.30901962518692017 (0.2533710151910782) | > loss_disc_real_4: 0.3323875665664673 (0.24621157348155975) | > loss_disc_real_5: 0.3187873959541321 (0.24270742535591125) | > loss_0: 2.5700249671936035 (2.4353078842163085) | > loss_gen: 2.4095683097839355 (2.3454767227172852) | > loss_kl: 2.654402732849121 (3.0904413223266602) | > loss_feat: 4.583787441253662 (6.304969120025635) | > loss_mel: 17.727903366088867 (17.731391143798827) | > loss_duration: 2.3614988327026367 (2.3971954822540282) | > loss_1: 29.737159729003906 (31.869474029541017)  --> STEP: 6 | > loss_disc: 2.6252012252807617 (2.4669567743937173) | > loss_disc_real_0: 0.2217089831829071 (0.15710371608535448) | > loss_disc_real_1: 0.11994650214910507 (0.1462246278921763) | > loss_disc_real_2: 0.2929243743419647 (0.24528333296378454) | > loss_disc_real_3: 0.2600230872631073 (0.2544796938697497) | > loss_disc_real_4: 0.26243913173675537 (0.24891616652409235) | > loss_disc_real_5: 0.26096001267433167 (0.24574952324231467) | > loss_0: 2.6252012252807617 (2.4669567743937173) | > loss_gen: 2.2003321647644043 (2.3212859630584717) | > loss_kl: 2.8489830493927 (3.050198276837667) | > loss_feat: 5.242815971374512 (6.127943595250447) | > loss_mel: 16.898462295532227 (17.592569669087727) | > loss_duration: 2.2251596450805664 (2.368522842725118) | > loss_1: 29.415752410888672 (31.460520426432293)  --> STEP: 7 | > loss_disc: 2.1970412731170654 (2.4283974170684814) | > loss_disc_real_0: 0.0835351049900055 (0.14659391450030462) | > loss_disc_real_1: 0.14259959757328033 (0.1457067664180483) | > loss_disc_real_2: 0.20175616443157196 (0.23906516603061131) | > loss_disc_real_3: 0.15492069721221924 (0.24025698006153107) | > loss_disc_real_4: 0.2120114415884018 (0.24364406296185084) | > loss_disc_real_5: 0.14042328298091888 (0.2307029174906867) | > loss_0: 2.1970412731170654 (2.4283974170684814) | > loss_gen: 2.2478229999542236 (2.310791254043579) | > loss_kl: 4.239758014678955 (3.220135382243565) | > loss_feat: 6.692422389984131 (6.208583423069546) | > loss_mel: 17.32322883605957 (17.554092407226562) | > loss_duration: 2.5500826835632324 (2.3944599628448486) | > loss_1: 33.053314208984375 (31.688062395368302)  --> STEP: 8 | > loss_disc: 2.42972731590271 (2.42856365442276) | > loss_disc_real_0: 0.20131263136863708 (0.1534337541088462) | > loss_disc_real_1: 0.16082681715488434 (0.14759677276015282) | > loss_disc_real_2: 0.17890363931655884 (0.23154497519135475) | > loss_disc_real_3: 0.15957102179527283 (0.2301712352782488) | > loss_disc_real_4: 0.18489889800548553 (0.23630091734230518) | > loss_disc_real_5: 0.23433661460876465 (0.23115712963044643) | > loss_0: 2.42972731590271 (2.42856365442276) | > loss_gen: 2.352461099624634 (2.315999984741211) | > loss_kl: 2.996469259262085 (3.19217711687088) | > loss_feat: 13.467757225036621 (7.11598014831543) | > loss_mel: 20.257549285888672 (17.892024517059326) | > loss_duration: 2.217825412750244 (2.372380644083023) | > loss_1: 41.29206466674805 (32.88856267929077)  --> STEP: 9 | > loss_disc: 2.554776668548584 (2.4425873226589627) | > loss_disc_real_0: 0.1653878390789032 (0.15476198577218586) | > loss_disc_real_1: 0.0898008644580841 (0.14117500517103407) | > loss_disc_real_2: 0.24719074368476868 (0.2332833939128452) | > loss_disc_real_3: 0.22751623392105103 (0.22987623512744904) | > loss_disc_real_4: 0.26390692591667175 (0.2393682516283459) | > loss_disc_real_5: 0.3021681308746338 (0.2390472408798006) | > loss_0: 2.554776668548584 (2.4425873226589627) | > loss_gen: 2.411162853240967 (2.3265736367967396) | > loss_kl: 2.883209466934204 (3.157847377989027) | > loss_feat: 9.810232162475586 (7.415341483222114) | > loss_mel: 18.678821563720703 (17.979446411132812) | > loss_duration: 2.121522903442383 (2.3445075617896185) | > loss_1: 35.904945373535156 (33.22371631198459)  --> STEP: 10 | > loss_disc: 2.272656202316284 (2.425594210624695) | > loss_disc_real_0: 0.08654442429542542 (0.1479402296245098) | > loss_disc_real_1: 0.1840023249387741 (0.14545773714780807) | > loss_disc_real_2: 0.20465131103992462 (0.23042018562555314) | > loss_disc_real_3: 0.2109079658985138 (0.2279794082045555) | > loss_disc_real_4: 0.20713742077350616 (0.23614516854286194) | > loss_disc_real_5: 0.1827920526266098 (0.2334217220544815) | > loss_0: 2.272656202316284 (2.425594210624695) | > loss_gen: 2.3080334663391113 (2.3247196197509767) | > loss_kl: 2.5250940322875977 (3.0945720434188844) | > loss_feat: 7.276163578033447 (7.401423692703247) | > loss_mel: 19.046680450439453 (18.086169815063478) | > loss_duration: 2.3310482501983643 (2.343161630630493) | > loss_1: 33.48701858520508 (33.25004653930664)  --> STEP: 11 | > loss_disc: 2.4553356170654297 (2.4282979748465796) | > loss_disc_real_0: 0.13128063082695007 (0.14642572064291348) | > loss_disc_real_1: 0.2333706170320511 (0.1534498171372847) | > loss_disc_real_2: 0.18926168978214264 (0.22667850418524307) | > loss_disc_real_3: 0.1997191607952118 (0.22541029480370608) | > loss_disc_real_4: 0.23628145456314087 (0.23615755818106912) | > loss_disc_real_5: 0.21287307143211365 (0.23155366290699353) | > loss_0: 2.4553356170654297 (2.4282979748465796) | > loss_gen: 2.221359968185425 (2.3153232877904717) | > loss_kl: 3.2226977348327637 (3.106219833547419) | > loss_feat: 5.8214311599731445 (7.2577880079096015) | > loss_mel: 14.868645668029785 (17.793667619878594) | > loss_duration: 2.5367631912231445 (2.3607617725025523) | > loss_1: 28.670894622802734 (32.83376000144265)  --> STEP: 12 | > loss_disc: 2.1764817237854004 (2.4073132872581477) | > loss_disc_real_0: 0.12931150197982788 (0.144999535754323) | > loss_disc_real_1: 0.13139109313488007 (0.1516115901370843) | > loss_disc_real_2: 0.2523042559623718 (0.22881398350000381) | > loss_disc_real_3: 0.1960829347372055 (0.2229663481314977) | > loss_disc_real_4: 0.14433793723583221 (0.22850592310229936) | > loss_disc_real_5: 0.21066761016845703 (0.22981315851211548) | > loss_0: 2.1764817237854004 (2.4073132872581477) | > loss_gen: 2.245314121246338 (2.3094891905784607) | > loss_kl: 2.4158382415771484 (3.0486880342165628) | > loss_feat: 5.756235122680664 (7.13265860080719) | > loss_mel: 16.945831298828125 (17.723014593124386) | > loss_duration: 2.2407617568969727 (2.3507617712020874) | > loss_1: 29.603981018066406 (32.564611752827965)  --> STEP: 13 | > loss_disc: 2.4258556365966797 (2.40873962182265) | > loss_disc_real_0: 0.14106470346450806 (0.14469685634741417) | > loss_disc_real_1: 0.2115025669336319 (0.15621858835220337) | > loss_disc_real_2: 0.252204030752182 (0.2306132179040175) | > loss_disc_real_3: 0.22831110656261444 (0.22337748339542976) | > loss_disc_real_4: 0.2379852682352066 (0.22923510349713838) | > loss_disc_real_5: 0.25571849942207336 (0.2318058770436507) | > loss_0: 2.4258556365966797 (2.40873962182265) | > loss_gen: 2.442467451095581 (2.319718287541316) | > loss_kl: 3.589578866958618 (3.0902950213505673) | > loss_feat: 7.336237907409668 (7.148318547468919) | > loss_mel: 15.098161697387695 (17.521102831913872) | > loss_duration: 2.260329008102417 (2.343805404809805) | > loss_1: 30.726774215698242 (32.42323963458721)  --> STEP: 14 | > loss_disc: 2.451305627822876 (2.4117800508226663) | > loss_disc_real_0: 0.1826225072145462 (0.14740583140935218) | > loss_disc_real_1: 0.17866352200508118 (0.1578217978988375) | > loss_disc_real_2: 0.20229661464691162 (0.22859060338565282) | > loss_disc_real_3: 0.26110050082206726 (0.22607198464018957) | > loss_disc_real_4: 0.19615285098552704 (0.22687208546059473) | > loss_disc_real_5: 0.24008594453334808 (0.23239731043577194) | > loss_0: 2.451305627822876 (2.4117800508226663) | > loss_gen: 2.330747127532959 (2.3205060618264333) | > loss_kl: 3.6463241577148438 (3.1300113882337297) | > loss_feat: 6.3104939460754395 (7.08847393308367) | > loss_mel: 18.921979904174805 (17.62116547993251) | > loss_duration: 2.395890712738037 (2.347525783947536) | > loss_1: 33.60543441772461 (32.507682119097026)  --> STEP: 15 | > loss_disc: 2.6530096530914307 (2.4278620243072506) | > loss_disc_real_0: 0.14973437786102295 (0.14756106783946354) | > loss_disc_real_1: 0.18842506408691406 (0.15986201564470928) | > loss_disc_real_2: 0.1929142028093338 (0.22621217668056487) | > loss_disc_real_3: 0.19901171326637268 (0.2242679665486018) | > loss_disc_real_4: 0.1852002888917923 (0.22409396568934123) | > loss_disc_real_5: 0.21444757282733917 (0.2312006612618764) | > loss_0: 2.6530096530914307 (2.4278620243072506) | > loss_gen: 2.096078872680664 (2.3055442492167155) | > loss_kl: 3.880938768386841 (3.1800732135772707) | > loss_feat: 8.96845817565918 (7.2138062159220375) | > loss_mel: 17.586502075195312 (17.618854586283366) | > loss_duration: 2.3626444339752197 (2.3485336939493817) | > loss_1: 34.89461898803711 (32.66681124369303)  --> STEP: 16 | > loss_disc: 2.33648943901062 (2.422151237726211) | > loss_disc_real_0: 0.12559618055820465 (0.14618826238438487) | > loss_disc_real_1: 0.21844367682933807 (0.16352336946874857) | > loss_disc_real_2: 0.28737613558769226 (0.23003492411226034) | > loss_disc_real_3: 0.14720958471298218 (0.21945181768387556) | > loss_disc_real_4: 0.13266834616661072 (0.21837986446917057) | > loss_disc_real_5: 0.10995522886514664 (0.2236228217370808) | > loss_0: 2.33648943901062 (2.422151237726211) | > loss_gen: 2.2716665267944336 (2.303426891565323) | > loss_kl: 2.7390859127044678 (3.1525115072727203) | > loss_feat: 7.709457874298096 (7.244784444570541) | > loss_mel: 16.59052276611328 (17.554583847522736) | > loss_duration: 2.38230037689209 (2.350644111633301) | > loss_1: 31.693035125732422 (32.605950236320496)  --> STEP: 17 | > loss_disc: 2.542921781539917 (2.4292553873623115) | > loss_disc_real_0: 0.21338602900505066 (0.1501410721856005) | > loss_disc_real_1: 0.1120777353644371 (0.1604971556979067) | > loss_disc_real_2: 0.2680782973766327 (0.2322727695983999) | > loss_disc_real_3: 0.2760995924472809 (0.22278403972878175) | > loss_disc_real_4: 0.2741391956806183 (0.2216598251286675) | > loss_disc_real_5: 0.3223504424095154 (0.22943032883545933) | > loss_0: 2.542921781539917 (2.4292553873623115) | > loss_gen: 2.3387489318847656 (2.305504658642937) | > loss_kl: 2.3228578567504883 (3.1037083513596477) | > loss_feat: 4.7567877769470215 (7.098431699416217) | > loss_mel: 16.26502227783203 (17.478727284599753) | > loss_duration: 2.4745495319366455 (2.3579326657687916) | > loss_1: 28.15796661376953 (32.34430414087632)  --> STEP: 18 | > loss_disc: 2.3472964763641357 (2.4247021145290795) | > loss_disc_real_0: 0.1817263960838318 (0.1518958124021689) | > loss_disc_real_1: 0.19312956929206848 (0.16231006756424904) | > loss_disc_real_2: 0.12770459055900574 (0.22646342631843355) | > loss_disc_real_3: 0.21630722284317017 (0.22242421656847) | > loss_disc_real_4: 0.2004886120557785 (0.2204836466246181) | > loss_disc_real_5: 0.2114497274160385 (0.22843140653438038) | > loss_0: 2.3472964763641357 (2.4247021145290795) | > loss_gen: 2.394259214401245 (2.3104354672961764) | > loss_kl: 3.1334104537963867 (3.105358468161689) | > loss_feat: 8.340503692626953 (7.167435699039036) | > loss_mel: 17.30307960510254 (17.468969080183243) | > loss_duration: 2.269838333129883 (2.353038536177741) | > loss_1: 33.44108963012695 (32.405236668056915)  --> STEP: 19 | > loss_disc: 2.666062831878662 (2.4374053101790576) | > loss_disc_real_0: 0.3553367257118225 (0.16260322889215068) | > loss_disc_real_1: 0.14642278850078583 (0.1614738949819615) | > loss_disc_real_2: 0.23367458581924438 (0.22684296102900253) | > loss_disc_real_3: 0.22903196513652802 (0.22277199280889412) | > loss_disc_real_4: 0.24073371291160583 (0.22154943958709114) | > loss_disc_real_5: 0.24640794098377228 (0.22937753992645363) | > loss_0: 2.666062831878662 (2.4374053101790576) | > loss_gen: 2.2999427318573 (2.3098832180625513) | > loss_kl: 2.3026251792907715 (3.0631093476947986) | > loss_feat: 5.9454345703125 (7.103119850158691) | > loss_mel: 15.889065742492676 (17.38581627293637) | > loss_duration: 2.3397183418273926 (2.3523374733171964) | > loss_1: 28.77678680419922 (32.214265622590716)  --> STEP: 20 | > loss_disc: 2.3990964889526367 (2.4354898691177365) | > loss_disc_real_0: 0.11604379117488861 (0.16027525700628759) | > loss_disc_real_1: 0.14583943784236908 (0.16069217212498188) | > loss_disc_real_2: 0.2178676873445511 (0.22639419734477997) | > loss_disc_real_3: 0.20239491760730743 (0.22175313904881477) | > loss_disc_real_4: 0.20794209837913513 (0.22086907252669336) | > loss_disc_real_5: 0.18699881434440613 (0.22725860364735126) | > loss_0: 2.3990964889526367 (2.4354898691177365) | > loss_gen: 2.0881588459014893 (2.298796999454498) | > loss_kl: 2.5017154216766357 (3.03503965139389) | > loss_feat: 6.917055130004883 (7.093816614151001) | > loss_mel: 19.062528610229492 (17.469651889801025) | > loss_duration: 2.3321304321289062 (2.351327121257782) | > loss_1: 32.901588439941406 (32.24863176345825)  --> STEP: 21 | > loss_disc: 2.4588563442230225 (2.4366025584084645) | > loss_disc_real_0: 0.16508039832115173 (0.16050407325937635) | > loss_disc_real_1: 0.18240420520305634 (0.16172607846203305) | > loss_disc_real_2: 0.24398250877857208 (0.22723173598448435) | > loss_disc_real_3: 0.2553209066390991 (0.22335160417216166) | > loss_disc_real_4: 0.24712111055850983 (0.22211916957582747) | > loss_disc_real_5: 0.24455982446670532 (0.22808247130541576) | > loss_0: 2.4588563442230225 (2.4366025584084645) | > loss_gen: 2.368237257003784 (2.3021036783854165) | > loss_kl: 2.50014066696167 (3.0095682711828324) | > loss_feat: 5.254236221313477 (7.006217547825405) | > loss_mel: 13.993426322937012 (17.304117338997976) | > loss_duration: 2.180567741394043 (2.3431957222166515) | > loss_1: 26.296607971191406 (31.96520205906459)  --> STEP: 22 | > loss_disc: 2.5118820667266846 (2.440024354241111) | > loss_disc_real_0: 0.1468638926744461 (0.15988406505097041) | > loss_disc_real_1: 0.19864299893379211 (0.16340412030165846) | > loss_disc_real_2: 0.17200195789337158 (0.22472129152579742) | > loss_disc_real_3: 0.22573594748973846 (0.2234599834138697) | > loss_disc_real_4: 0.2511737644672394 (0.22343983297998254) | > loss_disc_real_5: 0.33097657561302185 (0.23275947604667058) | > loss_0: 2.5118820667266846 (2.440024354241111) | > loss_gen: 2.2901930809020996 (2.3015622875907202) | > loss_kl: 2.422752618789673 (2.9828948324376885) | > loss_feat: 5.660152435302734 (6.945032769983465) | > loss_mel: 17.598663330078125 (17.317505793137983) | > loss_duration: 2.2077479362487793 (2.3370390046726572) | > loss_1: 30.17951011657715 (31.88403424349698)  --> STEP: 23 | > loss_disc: 2.2741429805755615 (2.432812120603478) | > loss_disc_real_0: 0.16897165775299072 (0.16027917777714523) | > loss_disc_real_1: 0.14994043111801147 (0.16281874251106512) | > loss_disc_real_2: 0.24932196736335754 (0.22579088612743045) | > loss_disc_real_3: 0.177364319562912 (0.22145582411600195) | > loss_disc_real_4: 0.27899521589279175 (0.22585528441097424) | > loss_disc_real_5: 0.24791911244392395 (0.2334185906726381) | > loss_0: 2.2741429805755615 (2.432812120603478) | > loss_gen: 2.5781571865081787 (2.3135881527610445) | > loss_kl: 2.883014678955078 (2.9785522170688794) | > loss_feat: 7.979757785797119 (6.990020814149276) | > loss_mel: 16.166528701782227 (17.267463310905125) | > loss_duration: 2.2942628860473633 (2.3351791734280796) | > loss_1: 31.901721954345703 (31.88480327440345)  --> STEP: 24 | > loss_disc: 2.6214263439178467 (2.44067104657491) | > loss_disc_real_0: 0.21824894845485687 (0.16269458488871655) | > loss_disc_real_1: 0.18436111509799957 (0.16371634136885407) | > loss_disc_real_2: 0.2654624283313751 (0.2274438670525948) | > loss_disc_real_3: 0.24626970291137695 (0.2224897357324759) | > loss_disc_real_4: 0.25086674094200134 (0.22689742843310037) | > loss_disc_real_5: 0.24718338251113892 (0.23399212366590896) | > loss_0: 2.6214263439178467 (2.44067104657491) | > loss_gen: 2.2276551723480225 (2.310007611910502) | > loss_kl: 2.9886412620544434 (2.978972593943278) | > loss_feat: 4.228700637817383 (6.8749658068021136) | > loss_mel: 15.45814323425293 (17.19207497437795) | > loss_duration: 2.443635940551758 (2.3396982053915663) | > loss_1: 27.346776962280273 (31.695718844731648)  --> STEP: 25 | > loss_disc: 2.3997464179992676 (2.4390340614318844) | > loss_disc_real_0: 0.12100407481193542 (0.1610269644856453) | > loss_disc_real_1: 0.13355685770511627 (0.16250996202230458) | > loss_disc_real_2: 0.1899886429309845 (0.2259456580877304) | > loss_disc_real_3: 0.2017882615327835 (0.22166167676448822) | > loss_disc_real_4: 0.2530438005924225 (0.22794328331947328) | > loss_disc_real_5: 0.2553718090057373 (0.2348473110795021) | > loss_0: 2.3997464179992676 (2.4390340614318844) | > loss_gen: 2.3473262786865234 (2.311500358581543) | > loss_kl: 2.3638057708740234 (2.954365921020508) | > loss_feat: 6.859810829162598 (6.874359607696533) | > loss_mel: 15.959308624267578 (17.142764320373534) | > loss_duration: 2.3818106651306152 (2.3413827037811283) | > loss_1: 29.912063598632812 (31.624372634887695)  --> STEP: 26 | > loss_disc: 2.1485517024993896 (2.427861663011404) | > loss_disc_real_0: 0.1744375228881836 (0.16154275519343522) | > loss_disc_real_1: 0.048642825335264206 (0.1581304567651107) | > loss_disc_real_2: 0.1662863790988922 (0.22365107043431356) | > loss_disc_real_3: 0.1298753023147583 (0.21813143159334475) | > loss_disc_real_4: 0.12933135032653809 (0.22415051666589883) | > loss_disc_real_5: 0.1047518253326416 (0.2298436385507767) | > loss_0: 2.1485517024993896 (2.427861663011404) | > loss_gen: 2.3118317127227783 (2.31151310297159) | > loss_kl: 2.5349783897399902 (2.9382356313558726) | > loss_feat: 16.470842361450195 (7.24345509822552) | > loss_mel: 22.084766387939453 (17.33284132297222) | > loss_duration: 2.3037707805633545 (2.339936091349675) | > loss_1: 45.70619201660156 (32.16598107264592) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024094031407282898 (-0.0003090730080237761) | > avg_loss_disc: 2.427861663011404 (-0.02581744927626417) | > avg_loss_disc_real_0: 0.16154275519343522 (+0.021184228360652896) | > avg_loss_disc_real_1: 0.1581304567651107 (-0.03840712930720583) | > avg_loss_disc_real_2: 0.22365107043431356 (+0.023691085382149785) | > avg_loss_disc_real_3: 0.21813143159334475 (-0.03644139090409648) | > avg_loss_disc_real_4: 0.22415051666589883 (-0.00061051834088105) | > avg_loss_disc_real_5: 0.2298436385507767 (-0.0067642500194219635) | > avg_loss_0: 2.427861663011404 (-0.02581744927626417) | > avg_loss_gen: 2.31151310297159 (+0.0025925957239594233) | > avg_loss_kl: 2.9382356313558726 (+0.04631831554266119) | > avg_loss_feat: 7.24345509822552 (-0.0634959110846891) | > avg_loss_mel: 17.33284132297222 (+0.3480924826401868) | > avg_loss_duration: 2.339936091349675 (+0.003782492417555794) | > avg_loss_1: 32.16598107264592 (+0.33728981018066406)  > EPOCH: 648/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:48:04)   --> TIME: 2024-06-11 19:48:08 -- STEP: 9/330 -- GLOBAL_STEP: 301850 | > loss_disc: 2.4176347255706787 (2.381294462415907) | > loss_disc_real_0: 0.10329219698905945 (0.11671025388770634) | > loss_disc_real_1: 0.23584626615047455 (0.20733607477611965) | > loss_disc_real_2: 0.19886499643325806 (0.20948748456107247) | > loss_disc_real_3: 0.22366613149642944 (0.2265237437354194) | > loss_disc_real_4: 0.24626103043556213 (0.23745770752429962) | > loss_disc_real_5: 0.23301009833812714 (0.22924696074591744) | > loss_0: 2.4176347255706787 (2.381294462415907) | > grad_norm_0: tensor(9.9499, device='cuda:0') (tensor(8.7880, device='cuda:0')) | > loss_gen: 2.37420392036438 (2.424948427412245) | > loss_kl: 1.7930995225906372 (1.8765331904093425) | > loss_feat: 6.235267639160156 (6.590750694274902) | > loss_mel: 18.014362335205078 (17.784888373480904) | > loss_duration: 2.1300907135009766 (2.1319916778140597) | > loss_1: 30.54702377319336 (30.809112336900498) | > grad_norm_1: tensor(59.4073, device='cuda:0') (tensor(78.7694, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3713 (0.38090528382195366) | > loader_time: 0.0036 (0.0033918486701117623)  --> TIME: 2024-06-11 19:48:18 -- STEP: 34/330 -- GLOBAL_STEP: 301875 | > loss_disc: 2.438450574874878 (2.3796931014341465) | > loss_disc_real_0: 0.17128130793571472 (0.11493338995120105) | > loss_disc_real_1: 0.19757376611232758 (0.20095332843415878) | > loss_disc_real_2: 0.1990511119365692 (0.20789888676475077) | > loss_disc_real_3: 0.25698405504226685 (0.23097503930330276) | > loss_disc_real_4: 0.2511870861053467 (0.23300765454769135) | > loss_disc_real_5: 0.26262620091438293 (0.22322021161808686) | > loss_0: 2.438450574874878 (2.3796931014341465) | > grad_norm_0: tensor(7.6137, device='cuda:0') (tensor(11.0899, device='cuda:0')) | > loss_gen: 2.4516360759735107 (2.4458552458707024) | > loss_kl: 2.1272835731506348 (1.9114788805737215) | > loss_feat: 6.806445598602295 (6.8587280161240525) | > loss_mel: 17.467449188232422 (17.72080477546243) | > loss_duration: 2.022976875305176 (2.028290033340453) | > loss_1: 30.875789642333984 (30.96515666737276) | > grad_norm_1: tensor(59.7008, device='cuda:0') (tensor(114.1735, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3533 (0.3707913370693432) | > loader_time: 0.0034 (0.0034905251334695253)  --> TIME: 2024-06-11 19:48:27 -- STEP: 59/330 -- GLOBAL_STEP: 301900 | > loss_disc: 2.2999253273010254 (2.3639290656073615) | > loss_disc_real_0: 0.10350222885608673 (0.11250035338482614) | > loss_disc_real_1: 0.18960072100162506 (0.199325269814265) | > loss_disc_real_2: 0.20114199817180634 (0.2074586425797414) | > loss_disc_real_3: 0.19182024896144867 (0.22919554983155202) | > loss_disc_real_4: 0.19934500753879547 (0.23131571962671765) | > loss_disc_real_5: 0.20344996452331543 (0.22390896157693055) | > loss_0: 2.2999253273010254 (2.3639290656073615) | > grad_norm_0: tensor(18.6944, device='cuda:0') (tensor(10.7472, device='cuda:0')) | > loss_gen: 2.532874584197998 (2.4519555326235505) | > loss_kl: 1.8681669235229492 (1.9398072735737946) | > loss_feat: 7.792674541473389 (6.881179187257411) | > loss_mel: 17.027986526489258 (17.557261289176296) | > loss_duration: 1.9756596088409424 (2.007487901186539) | > loss_1: 31.197362899780273 (30.83769096762447) | > grad_norm_1: tensor(71.6987, device='cuda:0') (tensor(111.0750, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3515 (0.3710848961846303) | > loader_time: 0.0035 (0.0036100735098628673)  --> TIME: 2024-06-11 19:48:37 -- STEP: 84/330 -- GLOBAL_STEP: 301925 | > loss_disc: 2.4059789180755615 (2.3548766743569125) | > loss_disc_real_0: 0.12152152508497238 (0.1132195537821168) | > loss_disc_real_1: 0.20497629046440125 (0.1988819239749795) | > loss_disc_real_2: 0.2122812569141388 (0.20857266868863786) | > loss_disc_real_3: 0.25470420718193054 (0.22898001986600103) | > loss_disc_real_4: 0.23703734576702118 (0.23035977337331998) | > loss_disc_real_5: 0.25026488304138184 (0.22217582574202902) | > loss_0: 2.4059789180755615 (2.3548766743569125) | > grad_norm_0: tensor(7.0546, device='cuda:0') (tensor(9.8953, device='cuda:0')) | > loss_gen: 2.4915144443511963 (2.469450502168565) | > loss_kl: 2.0751943588256836 (1.9622002854233696) | > loss_feat: 7.065971374511719 (6.9652051982425505) | > loss_mel: 17.420114517211914 (17.530433722904746) | > loss_duration: 2.0689218044281006 (2.0008851502622877) | > loss_1: 31.121715545654297 (30.928174654642742) | > grad_norm_1: tensor(45.9171, device='cuda:0') (tensor(108.4756, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3846 (0.3751364265169416) | > loader_time: 0.0041 (0.003637872991107759)  --> TIME: 2024-06-11 19:48:47 -- STEP: 109/330 -- GLOBAL_STEP: 301950 | > loss_disc: 2.360790491104126 (2.3643438422351775) | > loss_disc_real_0: 0.1715494692325592 (0.11518660529491005) | > loss_disc_real_1: 0.22954247891902924 (0.19949759269526246) | > loss_disc_real_2: 0.2075882852077484 (0.20932928876045648) | > loss_disc_real_3: 0.22623604536056519 (0.229885325245901) | > loss_disc_real_4: 0.24115735292434692 (0.23165581874344326) | > loss_disc_real_5: 0.21728801727294922 (0.22338999151636701) | > loss_0: 2.360790491104126 (2.3643438422351775) | > grad_norm_0: tensor(12.0278, device='cuda:0') (tensor(10.1396, device='cuda:0')) | > loss_gen: 2.477678060531616 (2.4610652704851343) | > loss_kl: 1.9681811332702637 (1.97579132963758) | > loss_feat: 6.311756610870361 (6.9120333785310795) | > loss_mel: 16.817001342773438 (17.471088479418267) | > loss_duration: 1.9655661582946777 (2.00154081615833) | > loss_1: 29.540184020996094 (30.82151902924984) | > grad_norm_1: tensor(238.1503, device='cuda:0') (tensor(112.4505, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.379 (0.37612467293345603) | > loader_time: 0.0037 (0.003702703965913265)  --> TIME: 2024-06-11 19:48:56 -- STEP: 134/330 -- GLOBAL_STEP: 301975 | > loss_disc: 2.2978248596191406 (2.3664619691336313) | > loss_disc_real_0: 0.12661413848400116 (0.11601596214433214) | > loss_disc_real_1: 0.22173190116882324 (0.1994132964468714) | > loss_disc_real_2: 0.23124399781227112 (0.20983807475709204) | > loss_disc_real_3: 0.2322174459695816 (0.2295874061424341) | > loss_disc_real_4: 0.21783694624900818 (0.23113566937286464) | > loss_disc_real_5: 0.2070080041885376 (0.2227049763522931) | > loss_0: 2.2978248596191406 (2.3664619691336313) | > grad_norm_0: tensor(25.0047, device='cuda:0') (tensor(11.3174, device='cuda:0')) | > loss_gen: 2.5531468391418457 (2.4624614057256213) | > loss_kl: 2.0191030502319336 (1.971942027113331) | > loss_feat: 7.233572959899902 (6.9634362832823795) | > loss_mel: 17.356203079223633 (17.520408317224298) | > loss_duration: 2.01424503326416 (2.0057506071987423) | > loss_1: 31.17626953125 (30.923998434152175) | > grad_norm_1: tensor(267.4289, device='cuda:0') (tensor(128.8456, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3636 (0.376407657096635) | > loader_time: 0.0039 (0.0037827740854291772)  --> TIME: 2024-06-11 19:49:06 -- STEP: 159/330 -- GLOBAL_STEP: 302000 | > loss_disc: 2.3820674419403076 (2.367815103171005) | > loss_disc_real_0: 0.10089607536792755 (0.11785290036467636) | > loss_disc_real_1: 0.22695010900497437 (0.19923092303036147) | > loss_disc_real_2: 0.1962653249502182 (0.2105518934674233) | > loss_disc_real_3: 0.21496041119098663 (0.22931485899589352) | > loss_disc_real_4: 0.238038569688797 (0.23133501813471694) | > loss_disc_real_5: 0.2658498287200928 (0.2224761334792623) | > loss_0: 2.3820674419403076 (2.367815103171005) | > grad_norm_0: tensor(52.9778, device='cuda:0') (tensor(15.1263, device='cuda:0')) | > loss_gen: 2.4697909355163574 (2.473802932403372) | > loss_kl: 2.1132259368896484 (1.976239857433727) | > loss_feat: 7.410860538482666 (6.975851397844231) | > loss_mel: 17.563751220703125 (17.51634157528667) | > loss_duration: 2.020571231842041 (2.0088464726442052) | > loss_1: 31.57819938659668 (30.95108208566342) | > grad_norm_1: tensor(371.0499, device='cuda:0') (tensor(166.0747, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3745 (0.37726114530983207) | > loader_time: 0.0042 (0.0038504315622197756) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_302000.pth  --> TIME: 2024-06-11 19:49:21 -- STEP: 184/330 -- GLOBAL_STEP: 302025 | > loss_disc: 2.38779616355896 (2.3725905340650795) | > loss_disc_real_0: 0.09506605565547943 (0.11701087586824661) | > loss_disc_real_1: 0.21016442775726318 (0.19918453936343608) | > loss_disc_real_2: 0.27231431007385254 (0.21196419041117895) | > loss_disc_real_3: 0.25599539279937744 (0.2300143985320693) | > loss_disc_real_4: 0.25572094321250916 (0.23197287450666013) | > loss_disc_real_5: 0.24754054844379425 (0.22273902279203353) | > loss_0: 2.38779616355896 (2.3725905340650795) | > grad_norm_0: tensor(9.7755, device='cuda:0') (tensor(17.1273, device='cuda:0')) | > loss_gen: 2.6354522705078125 (2.484378345634625) | > loss_kl: 2.0751113891601562 (1.9788616131181302) | > loss_feat: 6.956346035003662 (6.997287558472675) | > loss_mel: 16.8566951751709 (17.490869397702408) | > loss_duration: 2.0454349517822266 (2.0149381951145493) | > loss_1: 30.569040298461914 (30.96633501674818) | > grad_norm_1: tensor(303.0848, device='cuda:0') (tensor(188.7410, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.4052 (0.3799742149270098) | > loader_time: 0.0051 (0.00397003085716911)  --> TIME: 2024-06-11 19:49:31 -- STEP: 209/330 -- GLOBAL_STEP: 302050 | > loss_disc: 2.3774406909942627 (2.370546773289948) | > loss_disc_real_0: 0.09803839772939682 (0.11739270333824546) | > loss_disc_real_1: 0.18446949124336243 (0.19918654024886173) | > loss_disc_real_2: 0.19107015430927277 (0.21161242178752662) | > loss_disc_real_3: 0.20775313675403595 (0.22991065616813006) | > loss_disc_real_4: 0.2311667799949646 (0.23118456863045123) | > loss_disc_real_5: 0.23021098971366882 (0.22213556628193012) | > loss_0: 2.3774406909942627 (2.370546773289948) | > grad_norm_0: tensor(4.5142, device='cuda:0') (tensor(18.7456, device='cuda:0')) | > loss_gen: 2.309962749481201 (2.4839271689145743) | > loss_kl: 2.0415635108947754 (1.9881155342576606) | > loss_feat: 7.029442310333252 (7.012552674307207) | > loss_mel: 17.60676383972168 (17.466963471408086) | > loss_duration: 2.1030452251434326 (2.02283433978067) | > loss_1: 31.090776443481445 (30.97439310539282) | > grad_norm_1: tensor(211.4806, device='cuda:0') (tensor(216.3557, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.3846 (0.3822446759237626) | > loader_time: 0.0061 (0.004083376752132435)  --> TIME: 2024-06-11 19:49:41 -- STEP: 234/330 -- GLOBAL_STEP: 302075 | > loss_disc: 2.3159031867980957 (2.369563815940138) | > loss_disc_real_0: 0.05988159403204918 (0.11787390527434838) | > loss_disc_real_1: 0.1813134402036667 (0.19915321946908265) | > loss_disc_real_2: 0.21815185248851776 (0.21207686328989828) | > loss_disc_real_3: 0.20361849665641785 (0.22967220174196443) | > loss_disc_real_4: 0.19522447884082794 (0.23088523478080064) | > loss_disc_real_5: 0.18970099091529846 (0.22199517010878295) | > loss_0: 2.3159031867980957 (2.369563815940138) | > grad_norm_0: tensor(44.0878, device='cuda:0') (tensor(21.0987, device='cuda:0')) | > loss_gen: 2.612062454223633 (2.486513821487751) | > loss_kl: 1.935717225074768 (1.989948016965491) | > loss_feat: 6.9834489822387695 (7.00826379784152) | > loss_mel: 16.83566665649414 (17.433440175830796) | > loss_duration: 2.090977668762207 (2.031451143770136) | > loss_1: 30.457874298095703 (30.949616872347317) | > grad_norm_1: tensor(461.1477, device='cuda:0') (tensor(237.9103, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.411 (0.3851810744684984) | > loader_time: 0.005 (0.004190226905366295)  --> TIME: 2024-06-11 19:49:52 -- STEP: 259/330 -- GLOBAL_STEP: 302100 | > loss_disc: 2.4568495750427246 (2.3706366840936948) | > loss_disc_real_0: 0.1680862307548523 (0.11830176561207845) | > loss_disc_real_1: 0.2541404068470001 (0.19951941815122215) | > loss_disc_real_2: 0.18101102113723755 (0.2121778582168822) | > loss_disc_real_3: 0.21101684868335724 (0.23008298701301047) | > loss_disc_real_4: 0.21459133923053741 (0.2307667268519236) | > loss_disc_real_5: 0.2160641849040985 (0.22166154214314052) | > loss_0: 2.4568495750427246 (2.3706366840936948) | > grad_norm_0: tensor(84.3580, device='cuda:0') (tensor(22.8650, device='cuda:0')) | > loss_gen: 2.3881921768188477 (2.490766227015196) | > loss_kl: 2.0647432804107666 (1.993529648394198) | > loss_feat: 6.362419605255127 (7.01050497850396) | > loss_mel: 16.251192092895508 (17.39647729056221) | > loss_duration: 2.1434173583984375 (2.0392426892136957) | > loss_1: 29.209964752197266 (30.930520746238443) | > grad_norm_1: tensor(352.2317, device='cuda:0') (tensor(254.1799, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.4259 (0.3886541123555893) | > loader_time: 0.0053 (0.004298329813600047)  --> TIME: 2024-06-11 19:50:04 -- STEP: 284/330 -- GLOBAL_STEP: 302125 | > loss_disc: 2.4498069286346436 (2.3723697360132774) | > loss_disc_real_0: 0.09930562973022461 (0.12017883335463178) | > loss_disc_real_1: 0.22238397598266602 (0.19982309057049344) | > loss_disc_real_2: 0.18038544058799744 (0.21214985705807177) | > loss_disc_real_3: 0.24785229563713074 (0.23037464113932266) | > loss_disc_real_4: 0.23689863085746765 (0.23052727247417812) | > loss_disc_real_5: 0.21812784671783447 (0.22176240279640946) | > loss_0: 2.4498069286346436 (2.3723697360132774) | > grad_norm_0: tensor(61.9342, device='cuda:0') (tensor(25.2425, device='cuda:0')) | > loss_gen: 2.2392568588256836 (2.4903186853502826) | > loss_kl: 1.9683741331100464 (2.0000107460458514) | > loss_feat: 6.84409761428833 (7.006802585762991) | > loss_mel: 16.645599365234375 (17.348181190625038) | > loss_duration: 2.1590845584869385 (2.048759528448883) | > loss_1: 29.85641098022461 (30.894072653542104) | > grad_norm_1: tensor(596.4846, device='cuda:0') (tensor(274.5473, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.4628 (0.3935076879783415) | > loader_time: 0.0059 (0.004438457354693346)  --> TIME: 2024-06-11 19:50:16 -- STEP: 309/330 -- GLOBAL_STEP: 302150 | > loss_disc: 2.466850757598877 (2.37613852895965) | > loss_disc_real_0: 0.11140938103199005 (0.1213059656707793) | > loss_disc_real_1: 0.22329945862293243 (0.20019860059312236) | > loss_disc_real_2: 0.28804513812065125 (0.21247445755791897) | > loss_disc_real_3: 0.24604877829551697 (0.2301822421427298) | > loss_disc_real_4: 0.23370638489723206 (0.23073547345534884) | > loss_disc_real_5: 0.21559222042560577 (0.22192311981349316) | > loss_0: 2.466850757598877 (2.37613852895965) | > grad_norm_0: tensor(18.1242, device='cuda:0') (tensor(25.7619, device='cuda:0')) | > loss_gen: 2.4981868267059326 (2.486952184473427) | > loss_kl: 1.991033911705017 (2.0045326820855003) | > loss_feat: 7.470290660858154 (7.0082453076507685) | > loss_mel: 16.6023006439209 (17.28761468350308) | > loss_duration: 2.2364845275878906 (2.0604374740501816) | > loss_1: 30.798295974731445 (30.847782252290102) | > grad_norm_1: tensor(500.0520, device='cuda:0') (tensor(284.5222, device='cuda:0')) | > current_lr_0: 0.00018443780449235083 | > current_lr_1: 0.00018443780449235083 | > step_time: 0.5043 (0.400312196861193) | > loader_time: 0.0069 (0.004597724834306338)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6902060508728027 (2.6902060508728027) | > loss_disc_real_0: 0.21733172237873077 (0.21733172237873077) | > loss_disc_real_1: 0.23478852212429047 (0.23478852212429047) | > loss_disc_real_2: 0.23667997121810913 (0.23667997121810913) | > loss_disc_real_3: 0.2645264267921448 (0.2645264267921448) | > loss_disc_real_4: 0.2722127437591553 (0.2722127437591553) | > loss_disc_real_5: 0.2544230818748474 (0.2544230818748474) | > loss_0: 2.6902060508728027 (2.6902060508728027) | > loss_gen: 2.1155457496643066 (2.1155457496643066) | > loss_kl: 2.5935580730438232 (2.5935580730438232) | > loss_feat: 4.225360870361328 (4.225360870361328) | > loss_mel: 13.325389862060547 (13.325389862060547) | > loss_duration: 3.137918472290039 (3.137918472290039) | > loss_1: 25.39777374267578 (25.39777374267578)  --> STEP: 1 | > loss_disc: 2.313832998275757 (2.313832998275757) | > loss_disc_real_0: 0.08978492766618729 (0.08978492766618729) | > loss_disc_real_1: 0.21570146083831787 (0.21570146083831787) | > loss_disc_real_2: 0.17827491462230682 (0.17827491462230682) | > loss_disc_real_3: 0.24978990852832794 (0.24978990852832794) | > loss_disc_real_4: 0.2683243751525879 (0.2683243751525879) | > loss_disc_real_5: 0.2259131669998169 (0.2259131669998169) | > loss_0: 2.313832998275757 (2.313832998275757) | > loss_gen: 2.310258150100708 (2.310258150100708) | > loss_kl: 3.3304061889648438 (3.3304061889648438) | > loss_feat: 6.337831974029541 (6.337831974029541) | > loss_mel: 17.42686653137207 (17.42686653137207) | > loss_duration: 2.4319984912872314 (2.4319984912872314) | > loss_1: 31.83736228942871 (31.83736228942871)  --> STEP: 2 | > loss_disc: 2.4951119422912598 (2.4044724702835083) | > loss_disc_real_0: 0.12024787813425064 (0.10501640290021896) | > loss_disc_real_1: 0.1856091469526291 (0.20065530389547348) | > loss_disc_real_2: 0.2797316014766693 (0.22900325804948807) | > loss_disc_real_3: 0.24167703092098236 (0.24573346972465515) | > loss_disc_real_4: 0.29682472348213196 (0.2825745493173599) | > loss_disc_real_5: 0.286513090133667 (0.25621312856674194) | > loss_0: 2.4951119422912598 (2.4044724702835083) | > loss_gen: 2.3187193870544434 (2.3144887685775757) | > loss_kl: 1.9622552394866943 (2.646330714225769) | > loss_feat: 5.681821823120117 (6.009826898574829) | > loss_mel: 18.3004150390625 (17.863640785217285) | > loss_duration: 2.3986237049102783 (2.415311098098755) | > loss_1: 30.661836624145508 (31.24959945678711)  --> STEP: 3 | > loss_disc: 2.405216932296753 (2.4047206242879233) | > loss_disc_real_0: 0.1285240352153778 (0.11285228033860524) | > loss_disc_real_1: 0.2020469456911087 (0.20111918449401855) | > loss_disc_real_2: 0.24624234437942505 (0.23474962015946707) | > loss_disc_real_3: 0.2994585335254669 (0.2636418243249257) | > loss_disc_real_4: 0.25906962156295776 (0.2747395733992259) | > loss_disc_real_5: 0.3006066083908081 (0.271010955174764) | > loss_0: 2.405216932296753 (2.4047206242879233) | > loss_gen: 2.565718650817871 (2.3982320626576743) | > loss_kl: 3.7929577827453613 (3.0285397370656333) | > loss_feat: 6.385156631469727 (6.134936809539795) | > loss_mel: 16.873266220092773 (17.53351593017578) | > loss_duration: 2.4194259643554688 (2.416682720184326) | > loss_1: 32.03652572631836 (31.511908213297527)  --> STEP: 4 | > loss_disc: 2.323864221572876 (2.3845065236091614) | > loss_disc_real_0: 0.05927605181932449 (0.09945822320878506) | > loss_disc_real_1: 0.19004079699516296 (0.19834958761930466) | > loss_disc_real_2: 0.20315152406692505 (0.22685009613633156) | > loss_disc_real_3: 0.2341519445180893 (0.25626935437321663) | > loss_disc_real_4: 0.2352355569601059 (0.2648635692894459) | > loss_disc_real_5: 0.23991036415100098 (0.26323580741882324) | > loss_0: 2.323864221572876 (2.3845065236091614) | > loss_gen: 2.2413899898529053 (2.359021544456482) | > loss_kl: 3.0492818355560303 (3.0337252616882324) | > loss_feat: 6.722189426422119 (6.281749963760376) | > loss_mel: 18.79133415222168 (17.847970485687256) | > loss_duration: 2.351151943206787 (2.4003000259399414) | > loss_1: 33.15534591674805 (31.922767639160156)  --> STEP: 5 | > loss_disc: 2.6312506198883057 (2.43385534286499) | > loss_disc_real_0: 0.12374851107597351 (0.10431628078222274) | > loss_disc_real_1: 0.18844608962535858 (0.19636888802051544) | > loss_disc_real_2: 0.27278828620910645 (0.23603773415088652) | > loss_disc_real_3: 0.2601112425327301 (0.2570377320051193) | > loss_disc_real_4: 0.23385657370090485 (0.25866217017173765) | > loss_disc_real_5: 0.2637355327606201 (0.2633357524871826) | > loss_0: 2.6312506198883057 (2.43385534286499) | > loss_gen: 2.100290536880493 (2.307275342941284) | > loss_kl: 2.6580097675323486 (2.9585821628570557) | > loss_feat: 4.166383743286133 (5.858676719665527) | > loss_mel: 15.339927673339844 (17.346361923217774) | > loss_duration: 2.4110593795776367 (2.4024518966674804) | > loss_1: 26.675670623779297 (30.873348236083984)  --> STEP: 6 | > loss_disc: 2.5140981674194336 (2.4472291469573975) | > loss_disc_real_0: 0.08174671232700348 (0.1005546860396862) | > loss_disc_real_1: 0.18879294395446777 (0.19510623067617416) | > loss_disc_real_2: 0.24028520286083221 (0.23674564560254416) | > loss_disc_real_3: 0.28556615114212036 (0.26179246852795285) | > loss_disc_real_4: 0.2519322335720062 (0.2575405140717824) | > loss_disc_real_5: 0.2769887149333954 (0.2656112462282181) | > loss_0: 2.5140981674194336 (2.4472291469573975) | > loss_gen: 2.2311174869537354 (2.2945823669433594) | > loss_kl: 2.8117244243621826 (2.93410587310791) | > loss_feat: 4.9580841064453125 (5.708577950795491) | > loss_mel: 17.94772720336914 (17.446589469909668) | > loss_duration: 2.1466941833496094 (2.359825611114502) | > loss_1: 30.095348358154297 (30.74368158976237)  --> STEP: 7 | > loss_disc: 2.183511257171631 (2.4095551627022878) | > loss_disc_real_0: 0.05189501494169235 (0.0936033044542585) | > loss_disc_real_1: 0.13971000909805298 (0.18719248473644257) | > loss_disc_real_2: 0.3412303030490875 (0.2516720252377646) | > loss_disc_real_3: 0.2598516345024109 (0.261515206524304) | > loss_disc_real_4: 0.2267029583454132 (0.2531351489680154) | > loss_disc_real_5: 0.2055811733007431 (0.2570355215242931) | > loss_0: 2.183511257171631 (2.4095551627022878) | > loss_gen: 2.737881660461426 (2.35791083744594) | > loss_kl: 4.653426647186279 (3.1797231265476773) | > loss_feat: 7.934289455413818 (6.026536737169538) | > loss_mel: 18.800933837890625 (17.64006723676409) | > loss_duration: 2.468393325805664 (2.3753352846418108) | > loss_1: 36.59492492675781 (31.579573495047434)  --> STEP: 8 | > loss_disc: 2.4968254566192627 (2.42046394944191) | > loss_disc_real_0: 0.1582832932472229 (0.10168830305337906) | > loss_disc_real_1: 0.17761248350143433 (0.18599498458206654) | > loss_disc_real_2: 0.24099227786064148 (0.25033705681562424) | > loss_disc_real_3: 0.26722097396850586 (0.2622284274548292) | > loss_disc_real_4: 0.255399614572525 (0.2534182071685791) | > loss_disc_real_5: 0.2543276846408844 (0.256697041913867) | > loss_0: 2.4968254566192627 (2.42046394944191) | > loss_gen: 2.1964073181152344 (2.337722897529602) | > loss_kl: 3.1904826164245605 (3.1810680627822876) | > loss_feat: 7.568136215209961 (6.219236671924591) | > loss_mel: 17.472152709960938 (17.619077920913696) | > loss_duration: 2.303664207458496 (2.3663763999938965) | > loss_1: 32.73084259033203 (31.723482131958008)  --> STEP: 9 | > loss_disc: 2.346673011779785 (2.4122649563683405) | > loss_disc_real_0: 0.11417091637849808 (0.10307526008950339) | > loss_disc_real_1: 0.20287218689918518 (0.1878702292839686) | > loss_disc_real_2: 0.24887815117835999 (0.25017495618926155) | > loss_disc_real_3: 0.256841242313385 (0.2616298513280021) | > loss_disc_real_4: 0.2656787931919098 (0.25478049450450474) | > loss_disc_real_5: 0.25237715244293213 (0.2562170541948742) | > loss_0: 2.346673011779785 (2.4122649563683405) | > loss_gen: 2.5720434188842773 (2.363758511013455) | > loss_kl: 2.25757098197937 (3.0784572760264077) | > loss_feat: 6.994516372680664 (6.305378860897488) | > loss_mel: 18.9915828704834 (17.771578470865887) | > loss_duration: 2.2027149200439453 (2.3481917911105685) | > loss_1: 33.0184326171875 (31.86736551920573)  --> STEP: 10 | > loss_disc: 2.306851387023926 (2.401723599433899) | > loss_disc_real_0: 0.08445318788290024 (0.10121305286884308) | > loss_disc_real_1: 0.21056781709194183 (0.19013998806476592) | > loss_disc_real_2: 0.23490437865257263 (0.24864789843559265) | > loss_disc_real_3: 0.23827099800109863 (0.25929396599531174) | > loss_disc_real_4: 0.25022849440574646 (0.25432529449462893) | > loss_disc_real_5: 0.2870505452156067 (0.2593004032969475) | > loss_0: 2.306851387023926 (2.401723599433899) | > loss_gen: 2.423064947128296 (2.369689154624939) | > loss_kl: 2.940143346786499 (3.064625883102417) | > loss_feat: 6.751476764678955 (6.349988651275635) | > loss_mel: 16.164207458496094 (17.610841369628908) | > loss_duration: 2.3828654289245605 (2.351659154891968) | > loss_1: 30.661758422851562 (31.746804809570314)  --> STEP: 11 | > loss_disc: 2.5703070163726807 (2.417049364610152) | > loss_disc_real_0: 0.1256595253944397 (0.10343545946207913) | > loss_disc_real_1: 0.23611275851726532 (0.19431933083317496) | > loss_disc_real_2: 0.20558442175388336 (0.24473303691907364) | > loss_disc_real_3: 0.32122930884361267 (0.26492445170879364) | > loss_disc_real_4: 0.2751177251338959 (0.256215515461835) | > loss_disc_real_5: 0.2625487744808197 (0.2595957097682086) | > loss_0: 2.5703070163726807 (2.417049364610152) | > loss_gen: 2.1038780212402344 (2.3455245061354204) | > loss_kl: 3.341486692428589 (3.0897950475866143) | > loss_feat: 5.322376251220703 (6.2565693421797315) | > loss_mel: 18.105558395385742 (17.65581564469771) | > loss_duration: 2.502169132232666 (2.3653418801047583) | > loss_1: 31.37546730041504 (31.71304685419256)  --> STEP: 12 | > loss_disc: 2.58364200592041 (2.43093208471934) | > loss_disc_real_0: 0.10969799757003784 (0.10395733763774236) | > loss_disc_real_1: 0.2246423363685608 (0.1968462479611238) | > loss_disc_real_2: 0.3232373297214508 (0.25127506131927174) | > loss_disc_real_3: 0.28438302874565125 (0.26654599979519844) | > loss_disc_real_4: 0.32221999764442444 (0.26171588897705084) | > loss_disc_real_5: 0.28690317273139954 (0.2618713316818079) | > loss_0: 2.58364200592041 (2.43093208471934) | > loss_gen: 2.376467227935791 (2.3481030662854514) | > loss_kl: 2.483184814453125 (3.0392441948254905) | > loss_feat: 5.489003658294678 (6.192605535189311) | > loss_mel: 16.894824981689453 (17.59239975611369) | > loss_duration: 2.2969870567321777 (2.35964564482371) | > loss_1: 29.540468215942383 (31.53199863433838)  --> STEP: 13 | > loss_disc: 2.601048707962036 (2.444017978814932) | > loss_disc_real_0: 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loss_disc_real_3: 0.2542709708213806 (0.2668099563036646) | > loss_disc_real_4: 0.2686768174171448 (0.26014134074960443) | > loss_disc_real_5: 0.28315258026123047 (0.26655547853027073) | > loss_0: 2.3808698654174805 (2.439507399286543) | > loss_gen: 2.272644519805908 (2.332782370703561) | > loss_kl: 3.5474178791046143 (3.0906878198896135) | > loss_feat: 6.775979518890381 (6.190822907856533) | > loss_mel: 19.646970748901367 (17.53886318206787) | > loss_duration: 2.4192073345184326 (2.3587970393044606) | > loss_1: 34.6622200012207 (31.5119537625994)  --> STEP: 15 | > loss_disc: 2.5478196144104004 (2.446728213628133) | > loss_disc_real_0: 0.11970378458499908 (0.10279524028301239) | > loss_disc_real_1: 0.18589870631694794 (0.1983321065704028) | > loss_disc_real_2: 0.1976444125175476 (0.24613616665204366) | > loss_disc_real_3: 0.2573898434638977 (0.2661819487810135) | > loss_disc_real_4: 0.2205280214548111 (0.2575004527966182) | > loss_disc_real_5: 0.24822765588760376 (0.26533362368742625) | > loss_0: 2.5478196144104004 (2.446728213628133) | > loss_gen: 1.9861657619476318 (2.309674596786499) | > loss_kl: 3.331002950668335 (3.106708828608195) | > loss_feat: 6.658305644989014 (6.221988423665365) | > loss_mel: 17.72372817993164 (17.55118751525879) | > loss_duration: 2.3714189529418945 (2.359638500213623) | > loss_1: 32.070621490478516 (31.54919827779134)  --> STEP: 16 | > loss_disc: 2.3613126277923584 (2.441389739513397) | > loss_disc_real_0: 0.12410536408424377 (0.10412712302058935) | > loss_disc_real_1: 0.22302153706550598 (0.19987519597634673) | > loss_disc_real_2: 0.3682725727558136 (0.2537696920335293) | > loss_disc_real_3: 0.24346379935741425 (0.26476206444203854) | > loss_disc_real_4: 0.2630581557750702 (0.25784780923277145) | > loss_disc_real_5: 0.2180764079093933 (0.2623800477012992) | > loss_0: 2.3613126277923584 (2.441389739513397) | > loss_gen: 2.6763691902160645 (2.332593008875847) | > loss_kl: 2.578555107116699 (3.0736992210149765) | > loss_feat: 7.837141990661621 (6.322935521602631) | > loss_mel: 15.749581336975098 (17.43858712911606) | > loss_duration: 2.426476240158081 (2.3638158589601517) | > loss_1: 31.268123626708984 (31.531631112098694)  --> STEP: 17 | > loss_disc: 2.6916251182556152 (2.456109467674704) | > loss_disc_real_0: 0.10043614357709885 (0.10391000658273697) | > loss_disc_real_1: 0.22687183320522308 (0.2014632334603983) | > loss_disc_real_2: 0.23125945031642914 (0.2524455601678175) | > loss_disc_real_3: 0.27006664872169495 (0.26507409881143007) | > loss_disc_real_4: 0.28754371404647827 (0.2595946271629895) | > loss_disc_real_5: 0.41124463081359863 (0.2711367878843756) | > loss_0: 2.6916251182556152 (2.456109467674704) | > loss_gen: 2.159099578857422 (2.3223875129924103) | > loss_kl: 2.4976296424865723 (3.039812775219188) | > loss_feat: 4.739035129547119 (6.2297649103052475) | > loss_mel: 16.879215240478516 (17.405682900372675) | > loss_duration: 2.4554638862609863 (2.3692069193896126) | > loss_1: 28.73044204711914 (31.366855284746954)  --> STEP: 18 | > loss_disc: 2.7194533348083496 (2.4707396825154624) | > loss_disc_real_0: 0.18606165051460266 (0.10847398680117395) | > loss_disc_real_1: 0.21654047071933746 (0.20230085775256157) | > loss_disc_real_2: 0.31472402811050415 (0.25590547505352235) | > loss_disc_real_3: 0.3577019274234772 (0.2702200892898772) | > loss_disc_real_4: 0.28487828373908997 (0.2609992747505506) | > loss_disc_real_5: 0.27219170331954956 (0.27119539429744083) | > loss_0: 2.7194533348083496 (2.4707396825154624) | > loss_gen: 2.7455103397369385 (2.3458943367004395) | > loss_kl: 2.75142240524292 (3.0237910879982843) | > loss_feat: 9.204870223999023 (6.395048538843791) | > loss_mel: 19.006940841674805 (17.494641674889458) | > loss_duration: 2.196105480194092 (2.359590172767639) | > loss_1: 35.904850006103516 (31.618966102600098)  --> STEP: 19 | > loss_disc: 2.498804807662964 (2.472216794365331) | > loss_disc_real_0: 0.11346173286437988 (0.108736499751869) | > loss_disc_real_1: 0.2094278633594513 (0.2026759633108189) | > loss_disc_real_2: 0.25724610686302185 (0.25597603462244334) | > loss_disc_real_3: 0.2804579734802246 (0.2707589252998954) | > loss_disc_real_4: 0.3122594952583313 (0.2636971810930654) | > loss_disc_real_5: 0.37259984016418457 (0.2765324703956905) | > loss_0: 2.498804807662964 (2.472216794365331) | > loss_gen: 2.576968193054199 (2.358056118613795) | > loss_kl: 2.1428022384643555 (2.977423253812288) | > loss_feat: 6.706582069396973 (6.411445040451853) | > loss_mel: 17.083480834960938 (17.473001630682695) | > loss_duration: 2.3415234088897705 (2.3586392904582776) | > loss_1: 30.85135841369629 (31.57856569792095)  --> STEP: 20 | > loss_disc: 2.577484369277954 (2.477480173110962) | > loss_disc_real_0: 0.11895923316478729 (0.10924763642251492) | > loss_disc_real_1: 0.14442510902881622 (0.19976342059671878) | > loss_disc_real_2: 0.3268320560455322 (0.2595188356935978) | > loss_disc_real_3: 0.214260995388031 (0.2679340288043022) | > loss_disc_real_4: 0.2434488832950592 (0.2626847662031651) | > loss_disc_real_5: 0.20741812884807587 (0.2730767533183098) | > loss_0: 2.577484369277954 (2.477480173110962) | > loss_gen: 2.1704208850860596 (2.3486743569374084) | > loss_kl: 2.5073471069335938 (2.9539194464683534) | > loss_feat: 8.115068435668945 (6.496626210212708) | > loss_mel: 19.4024658203125 (17.569474840164183) | > loss_duration: 2.3408052921295166 (2.3577475905418397) | > loss_1: 34.53610610961914 (31.726442718505858)  --> STEP: 21 | > loss_disc: 2.2163422107696533 (2.4650450320470902) | > loss_disc_real_0: 0.1050364226102829 (0.10904710243145625) | > loss_disc_real_1: 0.17377887666225433 (0.19852606136174428) | > loss_disc_real_2: 0.23386651277542114 (0.25829729650701794) | > loss_disc_real_3: 0.26446953415870667 (0.26776905286879765) | > loss_disc_real_4: 0.2337530255317688 (0.26130706426643197) | > loss_disc_real_5: 0.32149195671081543 (0.2753822391941434) | > loss_0: 2.2163422107696533 (2.4650450320470902) | > loss_gen: 2.8015778064727783 (2.370241187867664) | > loss_kl: 2.6766953468322754 (2.9407182988666354) | > loss_feat: 7.160879135131836 (6.528257301875523) | > loss_mel: 16.624469757080078 (17.524474598112562) | > loss_duration: 2.1862120628356934 (2.349579232079642) | > loss_1: 31.4498348236084 (31.713270913986932)  --> STEP: 22 | > loss_disc: 2.4488415718078613 (2.464308511127125) | > loss_disc_real_0: 0.1854366660118103 (0.11251935532147234) | > loss_disc_real_1: 0.1703440099954605 (0.19724505902691322) | > loss_disc_real_2: 0.19664371013641357 (0.25549486076289957) | > loss_disc_real_3: 0.2539222836494446 (0.26713965426791797) | > loss_disc_real_4: 0.23858363926410675 (0.2602741813117808) | > loss_disc_real_5: 0.24970218539237976 (0.27421496402133594) | > loss_0: 2.4488415718078613 (2.464308511127125) | > loss_gen: 2.3148365020751953 (2.3677227930589155) | > loss_kl: 2.322427988052368 (2.912614193829623) | > loss_feat: 8.33049201965332 (6.610177061774514) | > loss_mel: 20.86960220336914 (17.67652585289695) | > loss_duration: 2.214956283569336 (2.3434600071473555) | > loss_1: 36.05231475830078 (31.910500179637562)  --> STEP: 23 | > loss_disc: 2.558473587036133 (2.4684026448622993) | > loss_disc_real_0: 0.10832040011882782 (0.11233679205179214) | > loss_disc_real_1: 0.22189553081989288 (0.19831681867008624) | > loss_disc_real_2: 0.15755294263362885 (0.25123651649640955) | > loss_disc_real_3: 0.3146331310272217 (0.26920458804006164) | > loss_disc_real_4: 0.26602882146835327 (0.26052438305771874) | > loss_disc_real_5: 0.3693868815898895 (0.27835287348083826) | > loss_0: 2.558473587036133 (2.4684026448622993) | > loss_gen: 2.223708391189575 (2.361461297325466) | > loss_kl: 2.4709789752960205 (2.8934126625890317) | > loss_feat: 6.198278427124023 (6.592268425485362) | > loss_mel: 17.471040725708008 (17.667591716932215) | > loss_duration: 2.2875165939331055 (2.3410276848336924) | > loss_1: 30.65152359008789 (31.855762067048445)  --> STEP: 24 | > loss_disc: 2.5575122833251953 (2.47211554646492) | > loss_disc_real_0: 0.14717473089694977 (0.11378837283700705) | > loss_disc_real_1: 0.2252967804670334 (0.19944098374495903) | > loss_disc_real_2: 0.21240904927253723 (0.24961870536208153) | > loss_disc_real_3: 0.2672770917415619 (0.2691242756942908) | > loss_disc_real_4: 0.2039307951927185 (0.2581663168966771) | > loss_disc_real_5: 0.25501570105552673 (0.2773804912964503) | > loss_0: 2.5575122833251953 (2.47211554646492) | > loss_gen: 2.196998119354248 (2.3546086649099984) | > loss_kl: 2.527463436126709 (2.8781647781531015) | > loss_feat: 4.696430683135986 (6.513275186220805) | > loss_mel: 15.319794654846191 (17.569766839345295) | > loss_duration: 2.414691686630249 (2.3440970182418823) | > loss_1: 27.155380249023438 (31.659912824630737)  --> STEP: 25 | > loss_disc: 2.574986219406128 (2.4762303733825686) | > loss_disc_real_0: 0.1727723330259323 (0.11614773124456405) | > loss_disc_real_1: 0.19008560478687286 (0.19906676858663558) | > loss_disc_real_2: 0.2012825459241867 (0.24768525898456573) | > loss_disc_real_3: 0.3130539357662201 (0.27088146209716796) | > loss_disc_real_4: 0.27904102206230164 (0.25900130510330205) | > loss_disc_real_5: 0.2813788652420044 (0.27754042625427244) | > loss_0: 2.574986219406128 (2.4762303733825686) | > loss_gen: 2.2219834327697754 (2.34930365562439) | > loss_kl: 2.412781000137329 (2.8595494270324706) | > loss_feat: 5.764214515686035 (6.483312759399414) | > loss_mel: 15.426885604858398 (17.48405158996582) | > loss_duration: 2.362555980682373 (2.344835376739502) | > loss_1: 28.18842124938965 (31.521053161621094)  --> STEP: 26 | > loss_disc: 2.5253002643585205 (2.4781176768816433) | > loss_disc_real_0: 0.14355139434337616 (0.11720171828682606) | > loss_disc_real_1: 0.16224828362464905 (0.19765067301117456) | > loss_disc_real_2: 0.17434567213058472 (0.244864505644028) | > loss_disc_real_3: 0.2527119815349579 (0.27018263592169833) | > loss_disc_real_4: 0.3433471918106079 (0.26224537766896766) | > loss_disc_real_5: 0.23425926268100739 (0.27587576611683917) | > loss_0: 2.5253002643585205 (2.4781176768816433) | > loss_gen: 2.1921119689941406 (2.3432578215232267) | > loss_kl: 2.922109603881836 (2.8619555876805234) | > loss_feat: 6.9006195068359375 (6.4993630189162035) | > loss_mel: 17.270721435546875 (17.47584658402663) | > loss_duration: 2.327545642852783 (2.344170386974628) | > loss_1: 31.613107681274414 (31.524593720069298) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023946853784414437 (-1.4717762286846087e-05) | > avg_loss_disc: 2.4781176768816433 (+0.05025601387023926) | > avg_loss_disc_real_0: 0.11720171828682606 (-0.04434103690660916) | > avg_loss_disc_real_1: 0.19765067301117456 (+0.03952021624606386) | > avg_loss_disc_real_2: 0.244864505644028 (+0.021213435209714443) | > avg_loss_disc_real_3: 0.27018263592169833 (+0.052051204328353584) | > avg_loss_disc_real_4: 0.26224537766896766 (+0.03809486100306883) | > avg_loss_disc_real_5: 0.27587576611683917 (+0.04603212756606248) | > avg_loss_0: 2.4781176768816433 (+0.05025601387023926) | > avg_loss_gen: 2.3432578215232267 (+0.03174471855163663) | > avg_loss_kl: 2.8619555876805234 (-0.07628004367534924) | > avg_loss_feat: 6.4993630189162035 (-0.7440920793093166) | > avg_loss_mel: 17.47584658402663 (+0.1430052610544088) | > avg_loss_duration: 2.344170386974628 (+0.004234295624952811) | > avg_loss_1: 31.524593720069298 (-0.641387352576622)  > EPOCH: 649/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:50:48)   --> TIME: 2024-06-11 19:50:50 -- STEP: 4/330 -- GLOBAL_STEP: 302175 | > loss_disc: 2.251694679260254 (2.3009775280952454) | > loss_disc_real_0: 0.08359847962856293 (0.12055102176964283) | > loss_disc_real_1: 0.18424999713897705 (0.19082773104310036) | > loss_disc_real_2: 0.18886759877204895 (0.21194743737578392) | > loss_disc_real_3: 0.2206348478794098 (0.23192304745316505) | > loss_disc_real_4: 0.2520066797733307 (0.24067004397511482) | > loss_disc_real_5: 0.23965394496917725 (0.24727363884449005) | > loss_0: 2.251694679260254 (2.3009775280952454) | > grad_norm_0: tensor(5.4498, device='cuda:0') (tensor(5.7586, device='cuda:0')) | > loss_gen: 2.467212677001953 (2.5871923565864563) | > loss_kl: 1.8196585178375244 (1.9889335632324219) | > loss_feat: 7.526367664337158 (7.266652464866638) | > loss_mel: 18.629915237426758 (18.581063747406006) | > loss_duration: 2.139667272567749 (2.1683045029640198) | > loss_1: 32.582820892333984 (32.59214687347412) | > grad_norm_1: tensor(59.2679, device='cuda:0') (tensor(55.7532, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.3534 (0.37199121713638306) | > loader_time: 0.0028 (0.0029839277267456055)  --> TIME: 2024-06-11 19:50:59 -- STEP: 29/330 -- GLOBAL_STEP: 302200 | > loss_disc: 2.3582355976104736 (2.3257363993546063) | > loss_disc_real_0: 0.13802313804626465 (0.10899687455645923) | > loss_disc_real_1: 0.19988176226615906 (0.19674938249176946) | > loss_disc_real_2: 0.18396835029125214 (0.20645598656144634) | > loss_disc_real_3: 0.21450398862361908 (0.22827782713133712) | > loss_disc_real_4: 0.23007546365261078 (0.23277851836434726) | > loss_disc_real_5: 0.23165591061115265 (0.22930040698626947) | > loss_0: 2.3582355976104736 (2.3257363993546063) | > grad_norm_0: tensor(11.6652, device='cuda:0') (tensor(9.1009, device='cuda:0')) | > loss_gen: 2.435296058654785 (2.490372032954775) | > loss_kl: 1.7732868194580078 (1.911859154701233) | > loss_feat: 7.026063919067383 (6.9885041302648085) | > loss_mel: 17.421171188354492 (17.621081713972416) | > loss_duration: 2.0091018676757812 (2.0287725267739134) | > loss_1: 30.664920806884766 (31.040589562777814) | > grad_norm_1: tensor(79.6518, device='cuda:0') (tensor(76.7682, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.3492 (0.35383250795561694) | > loader_time: 0.0034 (0.0031078766132223196)  --> TIME: 2024-06-11 19:51:09 -- STEP: 54/330 -- GLOBAL_STEP: 302225 | > loss_disc: 2.2919788360595703 (2.352323836750454) | > loss_disc_real_0: 0.12582077085971832 (0.11072815913293096) | > loss_disc_real_1: 0.18294671177864075 (0.19710329782079766) | > loss_disc_real_2: 0.1839897334575653 (0.20647574795616996) | > loss_disc_real_3: 0.22823414206504822 (0.22898141487880988) | > loss_disc_real_4: 0.2605052590370178 (0.23152103137086938) | > loss_disc_real_5: 0.2510218024253845 (0.22677506920364168) | > loss_0: 2.2919788360595703 (2.352323836750454) | > grad_norm_0: tensor(16.4280, device='cuda:0') (tensor(9.8617, device='cuda:0')) | > loss_gen: 2.6118385791778564 (2.4831652552993226) | > loss_kl: 1.7887077331542969 (1.9403423379968714) | > loss_feat: 7.6795783042907715 (7.02579285480358) | > loss_mel: 18.524641036987305 (17.558411951418286) | > loss_duration: 1.9775440692901611 (2.0067603146588358) | > loss_1: 32.58230972290039 (31.014472855461968) | > grad_norm_1: tensor(99.4075, device='cuda:0') (tensor(103.2273, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.3586 (0.3568441249706127) | > loader_time: 0.0032 (0.0032414109618575486)  --> TIME: 2024-06-11 19:51:18 -- STEP: 79/330 -- GLOBAL_STEP: 302250 | > loss_disc: 2.4404172897338867 (2.355458965784386) | > loss_disc_real_0: 0.11475305259227753 (0.1122156329735925) | > loss_disc_real_1: 0.18863116204738617 (0.1972141139492204) | > loss_disc_real_2: 0.18864263594150543 (0.20690114249157) | > loss_disc_real_3: 0.2524196207523346 (0.22882631081569044) | > loss_disc_real_4: 0.2549254596233368 (0.23227468830875203) | > loss_disc_real_5: 0.24567870795726776 (0.22563167670859566) | > loss_0: 2.4404172897338867 (2.355458965784386) | > grad_norm_0: tensor(12.2267, device='cuda:0') (tensor(12.6003, device='cuda:0')) | > loss_gen: 2.562584400177002 (2.4827040811128267) | > loss_kl: 1.8237009048461914 (1.9563664605345907) | > loss_feat: 6.148054599761963 (7.042653892613664) | > loss_mel: 17.244861602783203 (17.53117732760273) | > loss_duration: 1.95297372341156 (1.999355115467989) | > loss_1: 29.732175827026367 (31.012256984469257) | > grad_norm_1: tensor(346.4263, device='cuda:0') (tensor(150.5209, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.398 (0.3610535754433161) | > loader_time: 0.0047 (0.003452928760383701)  --> TIME: 2024-06-11 19:51:28 -- STEP: 104/330 -- GLOBAL_STEP: 302275 | > loss_disc: 2.3117928504943848 (2.355203580397825) | > loss_disc_real_0: 0.1607254445552826 (0.11448907085622732) | > loss_disc_real_1: 0.16269785165786743 (0.1966379711834284) | > loss_disc_real_2: 0.2271556556224823 (0.20763091886272797) | > loss_disc_real_3: 0.24099339544773102 (0.22931079709759125) | > loss_disc_real_4: 0.20749294757843018 (0.23282408198485008) | > loss_disc_real_5: 0.21043843030929565 (0.2246815884629121) | > loss_0: 2.3117928504943848 (2.355203580397825) | > grad_norm_0: tensor(35.2257, device='cuda:0') (tensor(15.4839, device='cuda:0')) | > loss_gen: 2.469057083129883 (2.4860765016995954) | > loss_kl: 2.068288803100586 (1.975488422008661) | > loss_feat: 7.58254861831665 (7.014541355463175) | > loss_mel: 17.234086990356445 (17.49687049022088) | > loss_duration: 2.0377297401428223 (2.0006950979049387) | > loss_1: 31.39171028137207 (30.973672023186317) | > grad_norm_1: tensor(506.7700, device='cuda:0') (tensor(175.9562, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.3905 (0.36649716588167036) | > loader_time: 0.0049 (0.0036561741278721724)  --> TIME: 2024-06-11 19:51:38 -- STEP: 129/330 -- GLOBAL_STEP: 302300 | > loss_disc: 2.3503618240356445 (2.355412006378173) | > loss_disc_real_0: 0.12090028077363968 (0.11385141691380693) | > loss_disc_real_1: 0.20214533805847168 (0.19684212799220122) | > loss_disc_real_2: 0.2060290277004242 (0.20748448325682056) | > loss_disc_real_3: 0.2276916652917862 (0.22964409594387972) | > loss_disc_real_4: 0.25578996539115906 (0.23262010895928673) | > loss_disc_real_5: 0.23970362544059753 (0.223579249525255) | > loss_0: 2.3503618240356445 (2.355412006378173) | > grad_norm_0: tensor(6.0577, device='cuda:0') (tensor(17.2317, device='cuda:0')) | > loss_gen: 2.5148236751556396 (2.4926347732543954) | > loss_kl: 2.0587692260742188 (1.9808700482050579) | > loss_feat: 6.041584491729736 (7.036327132882998) | > loss_mel: 17.926748275756836 (17.493332877639656) | > loss_duration: 1.9906787872314453 (2.0038508851398786) | > loss_1: 30.532604217529297 (31.007015908411308) | > grad_norm_1: tensor(229.6729, device='cuda:0') (tensor(210.7385, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.3848 (0.37125373995581334) | > loader_time: 0.0041 (0.0037811874419219726)  --> TIME: 2024-06-11 19:51:48 -- STEP: 154/330 -- GLOBAL_STEP: 302325 | > loss_disc: 2.434380054473877 (2.3557108176218997) | > loss_disc_real_0: 0.14946240186691284 (0.1144867827027262) | > loss_disc_real_1: 0.17609798908233643 (0.19639542127971532) | > loss_disc_real_2: 0.19209302961826324 (0.20860574152562525) | > loss_disc_real_3: 0.22751806676387787 (0.23033430940145022) | > loss_disc_real_4: 0.23982210457324982 (0.23243815035789045) | > loss_disc_real_5: 0.22045567631721497 (0.22311252974844598) | > loss_0: 2.434380054473877 (2.3557108176218997) | > grad_norm_0: tensor(39.9837, device='cuda:0') (tensor(19.8887, device='cuda:0')) | > loss_gen: 2.5410873889923096 (2.5014728183870196) | > loss_kl: 1.9484753608703613 (1.9874569425335178) | > loss_feat: 7.586695194244385 (7.070456752529392) | > loss_mel: 17.432785034179688 (17.508382221321014) | > loss_duration: 2.0070033073425293 (2.0071777562042317) | > loss_1: 31.516048431396484 (31.07494660166951) | > grad_norm_1: tensor(72.9011, device='cuda:0') (tensor(234.9671, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.3804 (0.37344778822614) | > loader_time: 0.0051 (0.0038462118668989693)  --> TIME: 2024-06-11 19:51:57 -- STEP: 179/330 -- GLOBAL_STEP: 302350 | > loss_disc: 2.3651487827301025 (2.350268078915899) | > loss_disc_real_0: 0.1710994392633438 (0.11451025055357197) | > loss_disc_real_1: 0.19651862978935242 (0.19596071874296203) | > loss_disc_real_2: 0.24876779317855835 (0.20974449280586988) | > loss_disc_real_3: 0.24235457181930542 (0.22955263851408186) | > loss_disc_real_4: 0.23076291382312775 (0.23116319897121557) | > loss_disc_real_5: 0.2087250053882599 (0.22171395892204518) | > loss_0: 2.3651487827301025 (2.350268078915899) | > grad_norm_0: tensor(42.0306, device='cuda:0') (tensor(21.6329, device='cuda:0')) | > loss_gen: 2.572603225708008 (2.508125640826519) | > loss_kl: 2.113136053085327 (1.9945433386211289) | > loss_feat: 6.356681823730469 (7.0820804281607685) | > loss_mel: 17.465255737304688 (17.493286575019038) | > loss_duration: 2.0458059310913086 (2.0132094608338837) | > loss_1: 30.553482055664062 (31.09124554468933) | > grad_norm_1: tensor(81.6091, device='cuda:0') (tensor(257.1543, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.382 (0.3745582876258724) | > loader_time: 0.0047 (0.003951622787134606)  --> TIME: 2024-06-11 19:52:07 -- STEP: 204/330 -- GLOBAL_STEP: 302375 | > loss_disc: 2.3337368965148926 (2.3530243752049453) | > loss_disc_real_0: 0.13454261422157288 (0.11655845686647237) | > loss_disc_real_1: 0.16074179112911224 (0.19610917254113688) | > loss_disc_real_2: 0.20607735216617584 (0.20931212567523413) | > loss_disc_real_3: 0.20796211063861847 (0.22950694490881526) | > loss_disc_real_4: 0.23346169292926788 (0.23120178355305804) | > loss_disc_real_5: 0.21625937521457672 (0.2222785536272853) | > loss_0: 2.3337368965148926 (2.3530243752049453) | > grad_norm_0: tensor(32.9672, device='cuda:0') (tensor(24.3414, device='cuda:0')) | > loss_gen: 2.6017072200775146 (2.5097746077705834) | > loss_kl: 2.0610456466674805 (2.0013058647221214) | > loss_feat: 7.672985553741455 (7.090378801027934) | > loss_mel: 17.894868850708008 (17.465769697638137) | > loss_duration: 2.0078277587890625 (2.020888026438507) | > loss_1: 32.238433837890625 (31.088117085251152) | > grad_norm_1: tensor(362.1724, device='cuda:0') (tensor(276.6915, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.4026 (0.37677933889276854) | > loader_time: 0.0044 (0.004046731135424444)  --> TIME: 2024-06-11 19:52:18 -- STEP: 229/330 -- GLOBAL_STEP: 302400 | > loss_disc: 2.380645990371704 (2.3544013645971704) | > loss_disc_real_0: 0.1655050367116928 (0.11744628921476515) | > loss_disc_real_1: 0.19460970163345337 (0.19627827054548475) | > loss_disc_real_2: 0.18376025557518005 (0.20928564518039403) | > loss_disc_real_3: 0.22095392644405365 (0.22965869502729724) | > loss_disc_real_4: 0.2516958713531494 (0.23111066202669686) | > loss_disc_real_5: 0.226646289229393 (0.22227939397226776) | > loss_0: 2.380645990371704 (2.3544013645971704) | > grad_norm_0: tensor(40.6283, device='cuda:0') (tensor(24.7251, device='cuda:0')) | > loss_gen: 2.549717903137207 (2.505523520265604) | > loss_kl: 2.105910539627075 (2.0055527645427595) | > loss_feat: 6.874489784240723 (7.069377822126364) | > loss_mel: 17.588298797607422 (17.434457008495098) | > loss_duration: 2.13063907623291 (2.0295707195606814) | > loss_1: 31.249053955078125 (31.04448187715622) | > grad_norm_1: tensor(423.5352, device='cuda:0') (tensor(284.3835, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.4118 (0.3811159873112842) | > loader_time: 0.0059 (0.004175843109730546)  --> TIME: 2024-06-11 19:52:29 -- STEP: 254/330 -- GLOBAL_STEP: 302425 | > loss_disc: 2.398432493209839 (2.3568429083336055) | > loss_disc_real_0: 0.16131803393363953 (0.11824431194095161) | > loss_disc_real_1: 0.2067660540342331 (0.1964275238551493) | > loss_disc_real_2: 0.21704694628715515 (0.21011102563283574) | > loss_disc_real_3: 0.2171461582183838 (0.22971320463212455) | > loss_disc_real_4: 0.22525718808174133 (0.23119548825532432) | > loss_disc_real_5: 0.21263575553894043 (0.22217603027820587) | > loss_0: 2.398432493209839 (2.3568429083336055) | > grad_norm_0: tensor(31.4563, device='cuda:0') (tensor(25.2705, device='cuda:0')) | > loss_gen: 2.459183931350708 (2.50135670684454) | > loss_kl: 2.027937650680542 (2.009544742388988) | > loss_feat: 7.712854862213135 (7.06718175993191) | > loss_mel: 17.25349235534668 (17.385437101829723) | > loss_duration: 2.077998399734497 (2.037038249762978) | > loss_1: 31.531469345092773 (31.000558582816538) | > grad_norm_1: tensor(534.0978, device='cuda:0') (tensor(292.9254, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.4427 (0.3860842280500518) | > loader_time: 0.0057 (0.004322494108845867)  --> TIME: 2024-06-11 19:52:41 -- STEP: 279/330 -- GLOBAL_STEP: 302450 | > loss_disc: 2.3493213653564453 (2.3581260053914934) | > loss_disc_real_0: 0.12070217728614807 (0.11885909672065448) | > loss_disc_real_1: 0.16765905916690826 (0.19668338578661707) | > loss_disc_real_2: 0.21600952744483948 (0.21013188340757907) | > loss_disc_real_3: 0.22891740500926971 (0.22955232009451876) | > loss_disc_real_4: 0.2307559847831726 (0.23088281882065598) | > loss_disc_real_5: 0.22961324453353882 (0.2218077697100178) | > loss_0: 2.3493213653564453 (2.3581260053914934) | > grad_norm_0: tensor(20.2376, device='cuda:0') (tensor(26.2164, device='cuda:0')) | > loss_gen: 2.8227732181549072 (2.500404443364844) | > loss_kl: 2.1233134269714355 (2.014878064073542) | > loss_feat: 7.659097194671631 (7.080402287103796) | > loss_mel: 16.923215866088867 (17.341875582185715) | > loss_duration: 2.14998197555542 (2.0464444292916193) | > loss_1: 31.678382873535156 (30.984004823964984) | > grad_norm_1: tensor(106.7071, device='cuda:0') (tensor(302.8735, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.4524 (0.39123093953696636) | > loader_time: 0.0066 (0.004479033118080492)  --> TIME: 2024-06-11 19:52:52 -- STEP: 304/330 -- GLOBAL_STEP: 302475 | > loss_disc: 2.3787012100219727 (2.360448881199484) | > loss_disc_real_0: 0.11760368198156357 (0.11988082577131297) | > loss_disc_real_1: 0.2554819881916046 (0.19715960642420935) | > loss_disc_real_2: 0.21066442131996155 (0.2101442938376414) | > loss_disc_real_3: 0.2100590318441391 (0.22958510883740688) | > loss_disc_real_4: 0.2203228622674942 (0.23121012418874) | > loss_disc_real_5: 0.2009114921092987 (0.22194330443285012) | > loss_0: 2.3787012100219727 (2.360448881199484) | > grad_norm_0: tensor(32.5477, device='cuda:0') (tensor(27.2176, device='cuda:0')) | > loss_gen: 2.404176950454712 (2.4984892026374212) | > loss_kl: 2.0891482830047607 (2.0170286509551505) | > loss_feat: 7.764133453369141 (7.094675247606478) | > loss_mel: 16.69130516052246 (17.300771951675426) | > loss_duration: 2.2120728492736816 (2.0573347763795593) | > loss_1: 31.16083526611328 (30.96829983435179) | > grad_norm_1: tensor(415.3739, device='cuda:0') (tensor(313.3094, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 0.4764 (0.39727633485668595) | > loader_time: 0.0071 (0.004653158940766985)  --> TIME: 2024-06-11 19:53:20 -- STEP: 329/330 -- GLOBAL_STEP: 302500 | > loss_disc: 2.4609439373016357 (2.3643529429624137) | > loss_disc_real_0: 0.11848654597997665 (0.12123088660935863) | > loss_disc_real_1: 0.25954753160476685 (0.19824592497392265) | > loss_disc_real_2: 0.20384712517261505 (0.21038751498906447) | > loss_disc_real_3: 0.23456329107284546 (0.2296068012533217) | > loss_disc_real_4: 0.2619399130344391 (0.2311113457277553) | > loss_disc_real_5: 0.28816214203834534 (0.2219073373858327) | > loss_0: 2.4609439373016357 (2.3643529429624137) | > grad_norm_0: tensor(17.1433, device='cuda:0') (tensor(27.3779, device='cuda:0')) | > loss_gen: 2.3663878440856934 (2.4961486333771665) | > loss_kl: 2.2741708755493164 (2.025405504783238) | > loss_feat: 10.184971809387207 (7.188826871135677) | > loss_mel: 17.90343475341797 (17.27759766506208) | > loss_duration: 2.2890331745147705 (2.0718090508846516) | > loss_1: 35.01799774169922 (31.05978775024414) | > grad_norm_1: tensor(142.4781, device='cuda:0') (tensor(316.6583, device='cuda:0')) | > current_lr_0: 0.00018441474976678928 | > current_lr_1: 0.00018441474976678928 | > step_time: 14.0491 (0.4506563285201517) | > loader_time: 0.0333 (0.005088077127752332) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_302500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.362431049346924 (2.362431049346924) | > loss_disc_real_0: 0.18962115049362183 (0.18962115049362183) | > loss_disc_real_1: 0.16153556108474731 (0.16153556108474731) | > loss_disc_real_2: 0.15742994844913483 (0.15742994844913483) | > loss_disc_real_3: 0.2178364098072052 (0.2178364098072052) | > loss_disc_real_4: 0.2836317718029022 (0.2836317718029022) | > loss_disc_real_5: 0.25745201110839844 (0.25745201110839844) | > loss_0: 2.362431049346924 (2.362431049346924) | > loss_gen: 2.677854061126709 (2.677854061126709) | > loss_kl: 2.5834639072418213 (2.5834639072418213) | > loss_feat: 7.076821327209473 (7.076821327209473) | > loss_mel: 17.345178604125977 (17.345178604125977) | > loss_duration: 3.022692918777466 (3.022692918777466) | > loss_1: 32.70600891113281 (32.70600891113281)  --> STEP: 1 | > loss_disc: 2.3895699977874756 (2.3895699977874756) | > loss_disc_real_0: 0.08785703778266907 (0.08785703778266907) | > loss_disc_real_1: 0.19504764676094055 (0.19504764676094055) | > loss_disc_real_2: 0.25190305709838867 (0.25190305709838867) | > loss_disc_real_3: 0.274834007024765 (0.274834007024765) | > loss_disc_real_4: 0.27856990694999695 (0.27856990694999695) | > loss_disc_real_5: 0.2659125030040741 (0.2659125030040741) | > loss_0: 2.3895699977874756 (2.3895699977874756) | > loss_gen: 2.3553028106689453 (2.3553028106689453) | > loss_kl: 3.7349822521209717 (3.7349822521209717) | > loss_feat: 5.839303970336914 (5.839303970336914) | > loss_mel: 19.029277801513672 (19.029277801513672) | > loss_duration: 2.4156227111816406 (2.4156227111816406) | > loss_1: 33.374488830566406 (33.374488830566406)  --> STEP: 2 | > loss_disc: 2.5934410095214844 (2.49150550365448) | > loss_disc_real_0: 0.2274303138256073 (0.15764367580413818) | > loss_disc_real_1: 0.23219376802444458 (0.21362070739269257) | > loss_disc_real_2: 0.23824602365493774 (0.2450745403766632) | > loss_disc_real_3: 0.26008084416389465 (0.26745742559432983) | > loss_disc_real_4: 0.23997007310390472 (0.25926999002695084) | > loss_disc_real_5: 0.25930511951446533 (0.2626088112592697) | > loss_0: 2.5934410095214844 (2.49150550365448) | > loss_gen: 2.338620185852051 (2.346961498260498) | > loss_kl: 2.8450348377227783 (3.290008544921875) | > loss_feat: 5.262684345245361 (5.550994157791138) | > loss_mel: 17.96658706665039 (18.49793243408203) | > loss_duration: 2.4750707149505615 (2.445346713066101) | > loss_1: 30.887996673583984 (32.131242752075195)  --> STEP: 3 | > loss_disc: 2.490525245666504 (2.4911787509918213) | > loss_disc_real_0: 0.15575896203517914 (0.15701543788115183) | > loss_disc_real_1: 0.19922372698783875 (0.20882171392440796) | > loss_disc_real_2: 0.25032734870910645 (0.24682547648747763) | > loss_disc_real_3: 0.2610701620578766 (0.2653283377488454) | > loss_disc_real_4: 0.21550911664962769 (0.2446830322345098) | > loss_disc_real_5: 0.21278120577335358 (0.245999609430631) | > loss_0: 2.490525245666504 (2.4911787509918213) | > loss_gen: 2.1771271228790283 (2.2903500398000083) | > loss_kl: 3.153916358947754 (3.2446444829305015) | > loss_feat: 6.00927734375 (5.703755219777425) | > loss_mel: 14.39698600769043 (17.130950291951496) | > loss_duration: 2.3356685638427734 (2.4087873299916587) | > loss_1: 28.07297706604004 (30.77848752339681)  --> STEP: 4 | > loss_disc: 2.45894455909729 (2.4831202030181885) | > loss_disc_real_0: 0.14468422532081604 (0.1539326347410679) | > loss_disc_real_1: 0.1846759170293808 (0.20278526470065117) | > loss_disc_real_2: 0.2828379273414612 (0.2558285892009735) | > loss_disc_real_3: 0.2162495106458664 (0.25305863097310066) | > loss_disc_real_4: 0.19627174735069275 (0.23258021101355553) | > loss_disc_real_5: 0.19356749951839447 (0.23289158195257187) | > loss_0: 2.45894455909729 (2.4831202030181885) | > loss_gen: 2.193676710128784 (2.266181707382202) | > loss_kl: 2.87290096282959 (3.1517086029052734) | > loss_feat: 5.783051013946533 (5.723579168319702) | > loss_mel: 17.05061912536621 (17.110867500305176) | > loss_duration: 2.349085807800293 (2.393861949443817) | > loss_1: 30.249332427978516 (30.646198749542236)  --> STEP: 5 | > loss_disc: 2.665231227874756 (2.519542407989502) | > loss_disc_real_0: 0.25313544273376465 (0.17377319633960725) | > loss_disc_real_1: 0.2102424055337906 (0.20427669286727906) | > loss_disc_real_2: 0.28958046436309814 (0.26257896423339844) | > loss_disc_real_3: 0.24577216804027557 (0.25160133838653564) | > loss_disc_real_4: 0.2394934445619583 (0.23396285772323608) | > loss_disc_real_5: 0.20221641659736633 (0.22675654888153077) | > loss_0: 2.665231227874756 (2.519542407989502) | > loss_gen: 2.180812120437622 (2.2491077899932863) | > loss_kl: 2.7296206951141357 (3.067291021347046) | > loss_feat: 4.331180095672607 (5.445099353790283) | > loss_mel: 16.172765731811523 (16.923247146606446) | > loss_duration: 2.3403244018554688 (2.3831544399261473) | > loss_1: 27.754703521728516 (30.067899703979492)  --> STEP: 6 | > loss_disc: 2.5232315063476562 (2.520157257715861) | > loss_disc_real_0: 0.16367177665233612 (0.17208962639172873) | > loss_disc_real_1: 0.20102708041667938 (0.2037350907921791) | > loss_disc_real_2: 0.2236471027135849 (0.25609032064676285) | > loss_disc_real_3: 0.24978724122047424 (0.25129898885885876) | > loss_disc_real_4: 0.22948816418647766 (0.23321707546710968) | > loss_disc_real_5: 0.26373547315597534 (0.23291970292727152) | > loss_0: 2.5232315063476562 (2.520157257715861) | > loss_gen: 2.4213945865631104 (2.277822256088257) | > loss_kl: 3.054971694946289 (3.065237800280253) | > loss_feat: 7.910061836242676 (5.855926434199016) | > loss_mel: 18.57554817199707 (17.198630650838215) | > loss_duration: 2.1281073093414307 (2.340646584828695) | > loss_1: 34.090084075927734 (30.738263765970867)  --> STEP: 7 | > loss_disc: 2.4677534103393555 (2.5126709938049316) | > loss_disc_real_0: 0.0862906351685524 (0.15983262764556067) | > loss_disc_real_1: 0.24042066931724548 (0.20897588772433145) | > loss_disc_real_2: 0.3142833411693573 (0.2644036092928478) | > loss_disc_real_3: 0.2301192581653595 (0.2482733130455017) | > loss_disc_real_4: 0.18979616463184357 (0.2270140882049288) | > loss_disc_real_5: 0.2108522206544876 (0.22976720545973098) | > loss_0: 2.4677534103393555 (2.5126709938049316) | > loss_gen: 2.307982921600342 (2.282130922589983) | > loss_kl: 3.854179859161377 (3.1779438086918423) | > loss_feat: 6.745279788970947 (5.982976913452148) | > loss_mel: 18.165281295776367 (17.336723600115096) | > loss_duration: 2.4578518867492676 (2.3573901993887767) | > loss_1: 33.530574798583984 (31.137165342058456)  --> STEP: 8 | > loss_disc: 2.608119010925293 (2.524601995944977) | > loss_disc_real_0: 0.17963926494121552 (0.16230845730751753) | > loss_disc_real_1: 0.27580609917640686 (0.21732966415584087) | > loss_disc_real_2: 0.25093647837638855 (0.26272021792829037) | > loss_disc_real_3: 0.25990888476371765 (0.2497277595102787) | > loss_disc_real_4: 0.2011071741580963 (0.22377572394907475) | > loss_disc_real_5: 0.24627698957920074 (0.2318309284746647) | > loss_0: 2.608119010925293 (2.524601995944977) | > loss_gen: 2.2326362133026123 (2.275944083929062) | > loss_kl: 3.2412514686584473 (3.185857266187668) | > loss_feat: 8.897912979125977 (6.347343921661377) | > loss_mel: 19.88153839111328 (17.654825448989868) | > loss_duration: 2.3064005374908447 (2.351016491651535) | > loss_1: 36.55973815917969 (31.81498694419861)  --> STEP: 9 | > loss_disc: 2.653733015060425 (2.538949886957804) | > loss_disc_real_0: 0.24524447321891785 (0.171523570186562) | > loss_disc_real_1: 0.20692604780197144 (0.2161737067831887) | > loss_disc_real_2: 0.3206462264060974 (0.26915644109249115) | > loss_disc_real_3: 0.27244147658348083 (0.2522515058517456) | > loss_disc_real_4: 0.286440908908844 (0.230738522277938) | > loss_disc_real_5: 0.2514191269874573 (0.23400739497608608) | > loss_0: 2.653733015060425 (2.538949886957804) | > loss_gen: 2.6930861473083496 (2.322293202082316) | > loss_kl: 2.9127724170684814 (3.155514505174425) | > loss_feat: 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(32.404483222961424)  --> STEP: 11 | > loss_disc: 2.302830934524536 (2.518893978812478) | > loss_disc_real_0: 0.13502934575080872 (0.1634199463508346) | > loss_disc_real_1: 0.2593145966529846 (0.23340812731872906) | > loss_disc_real_2: 0.2481551468372345 (0.2760700298981233) | > loss_disc_real_3: 0.27478140592575073 (0.2584046585993333) | > loss_disc_real_4: 0.20787924528121948 (0.2304539450190284) | > loss_disc_real_5: 0.21973751485347748 (0.2402536774223501) | > loss_0: 2.302830934524536 (2.518893978812478) | > loss_gen: 2.6598079204559326 (2.395366820422086) | > loss_kl: 3.639683723449707 (3.1992415514859287) | > loss_feat: 6.280279159545898 (6.558391267603094) | > loss_mel: 16.690628051757812 (17.842132568359375) | > loss_duration: 2.5125670433044434 (2.3528497219085693) | > loss_1: 31.78296661376953 (32.34798171303489)  --> STEP: 12 | > loss_disc: 2.5701487064361572 (2.5231652061144514) | > loss_disc_real_0: 0.1423548012971878 (0.16166451759636402) | > loss_disc_real_1: 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loss_disc_real_4: 0.23054862022399902 (0.2330497125020394) | > loss_disc_real_5: 0.2118891030550003 (0.23911648300977853) | > loss_0: 2.437063455581665 (2.516541994535006) | > loss_gen: 2.557368755340576 (2.412901309820322) | > loss_kl: 2.9283835887908936 (3.107698293832632) | > loss_feat: 8.530774116516113 (6.6715096326974725) | > loss_mel: 17.101640701293945 (17.746616803682766) | > loss_duration: 2.2525861263275146 (2.3359554364131045) | > loss_1: 33.37075424194336 (32.27468138474684)  --> STEP: 14 | > loss_disc: 2.44150972366333 (2.5111825466156006) | > loss_disc_real_0: 0.13347551226615906 (0.15758225268551282) | > loss_disc_real_1: 0.15405745804309845 (0.23086698885474885) | > loss_disc_real_2: 0.22079788148403168 (0.27749526287828175) | > loss_disc_real_3: 0.23944957554340363 (0.26178535286869326) | > loss_disc_real_4: 0.23355041444301605 (0.23308547692639486) | > loss_disc_real_5: 0.25013813376426697 (0.23990374377795629) | > loss_0: 2.44150972366333 (2.5111825466156006) | > loss_gen: 2.2865591049194336 (2.4038768666131154) | > loss_kl: 3.5753111839294434 (3.141099214553833) | > loss_feat: 5.489967346191406 (6.587113755089896) | > loss_mel: 18.963775634765625 (17.833556720188685) | > loss_duration: 2.398691415786743 (2.340436577796936) | > loss_1: 32.71430587768555 (32.30608313424246)  --> STEP: 15 | > loss_disc: 2.8059425354003906 (2.5308332125345867) | > loss_disc_real_0: 0.2618657350540161 (0.16453448484341304) | > loss_disc_real_1: 0.28092139959335327 (0.23420394957065582) | > loss_disc_real_2: 0.3054885268211365 (0.27936148047447207) | > loss_disc_real_3: 0.2314184010028839 (0.25976088941097264) | > loss_disc_real_4: 0.2324594110250473 (0.23304373919963836) | > loss_disc_real_5: 0.26549094915390015 (0.24160955746968588) | > loss_0: 2.8059425354003906 (2.5308332125345867) | > loss_gen: 2.3534939289093018 (2.400518004099528) | > loss_kl: 3.324859380722046 (3.1533498922983805) | > loss_feat: 7.959717273712158 (6.67862065633138) | > loss_mel: 18.04787254333496 (17.84784444173177) | > loss_duration: 2.3992958068847656 (2.344360526402791) | > loss_1: 34.08523941040039 (32.42469355265299)  --> STEP: 16 | > loss_disc: 2.725330114364624 (2.542989268898964) | > loss_disc_real_0: 0.1688089668750763 (0.164801639970392) | > loss_disc_real_1: 0.1800864040851593 (0.2308216029778123) | > loss_disc_real_2: 0.3583248257637024 (0.28429668955504894) | > loss_disc_real_3: 0.307070255279541 (0.2627177247777582) | > loss_disc_real_4: 0.30479371547698975 (0.23752811271697283) | > loss_disc_real_5: 0.29368847608566284 (0.24486448988318443) | > loss_0: 2.725330114364624 (2.542989268898964) | > loss_gen: 2.350933313369751 (2.397418960928917) | > loss_kl: 3.2671072483062744 (3.160459727048874) | > loss_feat: 7.578428268432617 (6.7348586320877075) | > loss_mel: 15.558059692382812 (17.70473289489746) | > loss_duration: 2.4030849933624268 (2.3480308055877686) | > loss_1: 31.15761375427246 (32.34550106525421)  --> STEP: 17 | > loss_disc: 2.3755881786346436 (2.5331421459422394) | > loss_disc_real_0: 0.07012677192687988 (0.15923253008547952) | > loss_disc_real_1: 0.21435147523880005 (0.22985277193434098) | > loss_disc_real_2: 0.27557411789894104 (0.28378359710468964) | > loss_disc_real_3: 0.26422569155693054 (0.2628064287059448) | > loss_disc_real_4: 0.2363579273223877 (0.23745927828199723) | > loss_disc_real_5: 0.342521995306015 (0.25060904902570386) | > loss_0: 2.3755881786346436 (2.5331421459422394) | > loss_gen: 2.590571880340576 (2.4087808973648968) | > loss_kl: 2.4585795402526855 (3.1191726572373333) | > loss_feat: 8.237324714660645 (6.823238989886115) | > loss_mel: 19.082822799682617 (17.785797006943646) | > loss_duration: 2.472163200378418 (2.355332711163689) | > loss_1: 34.841461181640625 (32.49232224857106)  --> STEP: 18 | > loss_disc: 2.206531524658203 (2.5149971114264593) | > loss_disc_real_0: 0.13467822968959808 (0.1578684022857083) | > loss_disc_real_1: 0.15125231444835663 (0.2254860798517863) | > loss_disc_real_2: 0.1680750846862793 (0.277355346414778) | > loss_disc_real_3: 0.22559253871440887 (0.2607389903730817) | > loss_disc_real_4: 0.25136396288871765 (0.23823176076014838) | > loss_disc_real_5: 0.23742127418518066 (0.24987639486789703) | > loss_0: 2.206531524658203 (2.5149971114264593) | > loss_gen: 2.529341220855713 (2.4154786931143866) | > loss_kl: 2.4524521827697754 (3.0821326308780246) | > loss_feat: 9.462756156921387 (6.9698788324991865) | > loss_mel: 17.6702823638916 (17.77937952677409) | > loss_duration: 2.2718913555145264 (2.350697080294291) | > loss_1: 34.38672637939453 (32.5975669225057)  --> STEP: 19 | > loss_disc: 2.6293718814849854 (2.521016836166382) | > loss_disc_real_0: 0.1775815337896347 (0.15890593552275709) | > loss_disc_real_1: 0.3311361074447632 (0.23104660761983772) | > loss_disc_real_2: 0.27961915731430054 (0.2774744943568581) | > loss_disc_real_3: 0.2707062065601349 (0.2612635806987161) | > loss_disc_real_4: 0.29611849784851074 (0.24127843113322006) | > loss_disc_real_5: 0.23277753591537476 (0.24897645492302745) | > loss_0: 2.6293718814849854 (2.521016836166382) | > loss_gen: 2.4677295684814453 (2.418228739186337) | > loss_kl: 2.1643178462982178 (3.0338265895843506) | > loss_feat: 5.709150314331055 (6.903524699964021) | > loss_mel: 16.566967010498047 (17.715568341706927) | > loss_duration: 2.3294339179992676 (2.34957796648929) | > loss_1: 29.237598419189453 (32.420726474962734)  --> STEP: 20 | > loss_disc: 2.3752431869506836 (2.513728153705597) | > loss_disc_real_0: 0.11469842493534088 (0.15669555999338627) | > loss_disc_real_1: 0.21859604120254517 (0.23042407929897307) | > loss_disc_real_2: 0.2202589064836502 (0.2746137149631977) | > loss_disc_real_3: 0.23791298270225525 (0.26009605079889303) | > loss_disc_real_4: 0.22157491743564606 (0.24029325544834138) | > loss_disc_real_5: 0.23790378868579865 (0.248422821611166) | > loss_0: 2.3752431869506836 (2.513728153705597) | > loss_gen: 2.358011484146118 (2.415217876434326) | > loss_kl: 2.337444305419922 (2.9990074753761293) | > loss_feat: 6.553740501403809 (6.886035490036011) | > loss_mel: 15.951937675476074 (17.627386808395386) | > loss_duration: 2.274374008178711 (2.345817768573761) | > loss_1: 29.475507736206055 (32.2734655380249)  --> STEP: 21 | > loss_disc: 2.6246390342712402 (2.519009624208723) | > loss_disc_real_0: 0.13349606096744537 (0.15559082194453194) | > loss_disc_real_1: 0.17766033113002777 (0.22791151986235664) | > loss_disc_real_2: 0.2838001251220703 (0.2750511630660012) | > loss_disc_real_3: 0.26963359117507935 (0.26055021938823525) | > loss_disc_real_4: 0.24570178985595703 (0.2405508047058469) | > loss_disc_real_5: 0.2631223499774933 (0.2491227991524197) | > loss_0: 2.6246390342712402 (2.519009624208723) | > loss_gen: 2.1605138778686523 (2.4030891145978654) | > loss_kl: 3.1476364135742188 (3.0060850438617526) | > loss_feat: 4.464126110076904 (6.77070647194272) | > loss_mel: 15.265334129333496 (17.51490810939244) | > loss_duration: 2.1253578662872314 (2.335319677988688) | > loss_1: 27.162967681884766 (32.03010849725632)  --> STEP: 22 | > loss_disc: 2.278456687927246 (2.5080753998322924) | > loss_disc_real_0: 0.08857693523168564 (0.15254473618485712) | > loss_disc_real_1: 0.3161250352859497 (0.2319212251088836) | > loss_disc_real_2: 0.16955219209194183 (0.27025575529445306) | > loss_disc_real_3: 0.17295753955841064 (0.25656873394142504) | > loss_disc_real_4: 0.1721249222755432 (0.23744053732265125) | > loss_disc_real_5: 0.19528721272945404 (0.24667572704228488) | > loss_0: 2.278456687927246 (2.5080753998322924) | > loss_gen: 2.309288501739502 (2.3988254503770308) | > loss_kl: 1.8195029497146606 (2.9521494941277937) | > loss_feat: 7.1026482582092285 (6.785794734954834) | > loss_mel: 18.357961654663086 (17.553228725086562) | > loss_duration: 2.184475898742676 (2.328463142568415) | > loss_1: 31.773876190185547 (32.018461574207656)  --> STEP: 23 | > loss_disc: 2.629281997680664 (2.5133452519126562) | > loss_disc_real_0: 0.17425976693630219 (0.15348886795665906) | > loss_disc_real_1: 0.3092953562736511 (0.2352853177682213) | > loss_disc_real_2: 0.3356073200702667 (0.2730971276760102) | > loss_disc_real_3: 0.2795158624649048 (0.25756643518157635) | > loss_disc_real_4: 0.25497815012931824 (0.23820304222728894) | > loss_disc_real_5: 0.2659740746021271 (0.24751478563184323) | > loss_0: 2.629281997680664 (2.5133452519126562) | > loss_gen: 2.6018199920654297 (2.4076513000156567) | > loss_kl: 2.796396255493164 (2.9453776141871577) | > loss_feat: 5.563569068908691 (6.732654488605002) | > loss_mel: 16.696067810058594 (17.51596085921578) | > loss_duration: 2.304691791534424 (2.327429605566937) | > loss_1: 29.96254539489746 (31.929073914237648)  --> STEP: 24 | > loss_disc: 2.3443870544433594 (2.506305327018102) | > loss_disc_real_0: 0.13936147093772888 (0.15290022641420364) | > loss_disc_real_1: 0.1398448944091797 (0.23130863346159458) | > loss_disc_real_2: 0.1601933240890503 (0.2683928025265535) | > loss_disc_real_3: 0.18165484070777893 (0.25440345207850146) | > loss_disc_real_4: 0.20675227046012878 (0.2368925934036573) | > loss_disc_real_5: 0.19035182893276215 (0.24513299576938152) | > loss_0: 2.3443870544433594 (2.506305327018102) | > loss_gen: 2.0289416313171387 (2.3918717304865518) | > loss_kl: 2.7999267578125 (2.9393171618382135) | > loss_feat: 6.124849319458008 (6.707329273223877) | > loss_mel: 18.963897705078125 (17.576291561126713) | > loss_duration: 2.4228920936584473 (2.3314072092374167) | > loss_1: 32.34050750732422 (31.946216980616256)  --> STEP: 25 | > loss_disc: 2.65969181060791 (2.512440786361694) | > loss_disc_real_0: 0.21667629480361938 (0.15545126914978027) | > loss_disc_real_1: 0.24300557374954224 (0.23177651107311248) | > loss_disc_real_2: 0.2740999758243561 (0.26862108945846563) | > loss_disc_real_3: 0.27693185210227966 (0.2553045880794526) | > loss_disc_real_4: 0.27446797490119934 (0.23839560866355897) | > loss_disc_real_5: 0.27269187569618225 (0.24623535096645355) | > loss_0: 2.65969181060791 (2.512440786361694) | > loss_gen: 2.526958703994751 (2.39727520942688) | > loss_kl: 2.6703128814697266 (2.9285569906234743) | > loss_feat: 6.37232780456543 (6.693929214477539) | > loss_mel: 14.722762107849121 (17.46215038299561) | > loss_duration: 2.372921943664551 (2.333067798614502) | > loss_1: 28.665283203125 (31.814979629516607)  --> STEP: 26 | > loss_disc: 2.8915224075317383 (2.5270208487143884) | > loss_disc_real_0: 0.19725030660629272 (0.1570589244365692) | > loss_disc_real_1: 0.23290200531482697 (0.23181979931317842) | > loss_disc_real_2: 0.2782072126865387 (0.2689897865056992) | > loss_disc_real_3: 0.2504918873310089 (0.25511948420451247) | > loss_disc_real_4: 0.2678028643131256 (0.23952665695777306) | > loss_disc_real_5: 0.2149731069803238 (0.24503295696698701) | > loss_0: 2.8915224075317383 (2.5270208487143884) | > loss_gen: 1.9235055446624756 (2.3790532992436337) | > loss_kl: 2.4782254695892334 (2.9112365475067725) | > loss_feat: 4.795752048492432 (6.620922400401189) | > loss_mel: 12.483696937561035 (17.27067140432505) | > loss_duration: 2.2937119007110596 (2.3315541102336) | > loss_1: 23.97489356994629 (31.51343785799467) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025841731291550854 (+0.00018948775071364176) | > avg_loss_disc: 2.5270208487143884 (+0.04890317183274506) | > avg_loss_disc_real_0: 0.1570589244365692 (+0.039857206149743155) | > avg_loss_disc_real_1: 0.23181979931317842 (+0.03416912630200386) | > avg_loss_disc_real_2: 0.2689897865056992 (+0.024125280861671206) | > avg_loss_disc_real_3: 0.25511948420451247 (-0.015063151717185863) | > avg_loss_disc_real_4: 0.23952665695777306 (-0.0227187207111946) | > avg_loss_disc_real_5: 0.24503295696698701 (-0.030842809149852157) | > avg_loss_0: 2.5270208487143884 (+0.04890317183274506) | > avg_loss_gen: 2.3790532992436337 (+0.03579547772040703) | > avg_loss_kl: 2.9112365475067725 (+0.04928095982624914) | > avg_loss_feat: 6.620922400401189 (+0.12155938148498535) | > avg_loss_mel: 17.27067140432505 (-0.2051751797015804) | > avg_loss_duration: 2.3315541102336 (-0.012616276741027832) | > avg_loss_1: 31.51343785799467 (-0.011155862074627265)  > EPOCH: 650/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:53:32)   --> TIME: 2024-06-11 19:53:43 -- STEP: 24/330 -- GLOBAL_STEP: 302525 | > loss_disc: 2.3991594314575195 (2.3489334583282475) | > loss_disc_real_0: 0.12551656365394592 (0.10486514649043481) | > loss_disc_real_1: 0.20897138118743896 (0.20221380641063055) | > loss_disc_real_2: 0.20426668226718903 (0.21097737550735474) | > loss_disc_real_3: 0.25908157229423523 (0.22788282483816147) | > loss_disc_real_4: 0.24849407374858856 (0.22563392855226994) | > loss_disc_real_5: 0.22078578174114227 (0.21812615605692068) | > loss_0: 2.3991594314575195 (2.3489334583282475) | > grad_norm_0: tensor(7.2917, device='cuda:0') (tensor(8.3433, device='cuda:0')) | > loss_gen: 2.6835508346557617 (2.4811019102732335) | > loss_kl: 1.8477201461791992 (1.9014636824528377) | > loss_feat: 8.07897663116455 (7.039110163847606) | > loss_mel: 17.988378524780273 (17.783942302068077) | > loss_duration: 1.959688425064087 (2.0441648016373315) | > loss_1: 32.55831527709961 (31.249783198038738) | > grad_norm_1: tensor(68.7750, device='cuda:0') (tensor(111.9792, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.3591 (0.37543192505836487) | > loader_time: 0.003 (0.0031898518403371177)  --> TIME: 2024-06-11 19:53:52 -- STEP: 49/330 -- GLOBAL_STEP: 302550 | > loss_disc: 2.2958450317382812 (2.3536759395988627) | > loss_disc_real_0: 0.09789123386144638 (0.10783711775225036) | > loss_disc_real_1: 0.16743193566799164 (0.1982457215080456) | > loss_disc_real_2: 0.16018904745578766 (0.21032742243640276) | > loss_disc_real_3: 0.193980410695076 (0.22854572200045295) | > loss_disc_real_4: 0.20877939462661743 (0.22914107843321196) | > loss_disc_real_5: 0.20285241305828094 (0.22096153820047573) | > loss_0: 2.2958450317382812 (2.3536759395988627) | > grad_norm_0: tensor(9.3909, device='cuda:0') (tensor(9.6419, device='cuda:0')) | > loss_gen: 2.402376651763916 (2.469441511193101) | > loss_kl: 1.9654172658920288 (1.942563760037325) | > loss_feat: 6.8137593269348145 (6.972630675958127) | > loss_mel: 17.23548126220703 (17.626258616544764) | > loss_duration: 1.9335696697235107 (2.009877377626847) | > loss_1: 30.350603103637695 (31.02077203867387) | > grad_norm_1: tensor(87.5262, device='cuda:0') (tensor(103.2673, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.3725 (0.37259506692691724) | > loader_time: 0.0038 (0.0033560383076570474)  --> TIME: 2024-06-11 19:54:02 -- STEP: 74/330 -- GLOBAL_STEP: 302575 | > loss_disc: 2.3628931045532227 (2.3516949157457097) | > loss_disc_real_0: 0.13049356639385223 (0.1105359337619833) | > loss_disc_real_1: 0.184504896402359 (0.19700163401461937) | > loss_disc_real_2: 0.20409417152404785 (0.2121496436160964) | > loss_disc_real_3: 0.22874681651592255 (0.2281409912818187) | > loss_disc_real_4: 0.24778375029563904 (0.22849208539402163) | > loss_disc_real_5: 0.22341781854629517 (0.2208977768550048) | > loss_0: 2.3628931045532227 (2.3516949157457097) | > grad_norm_0: tensor(7.5036, device='cuda:0') (tensor(9.3019, device='cuda:0')) | > loss_gen: 2.650291681289673 (2.4756312434737753) | > loss_kl: 2.0951485633850098 (1.9474820832948427) | > loss_feat: 7.408044815063477 (7.014127099836195) | > loss_mel: 17.155893325805664 (17.61682775858286) | > loss_duration: 1.9159265756607056 (1.9990072475897291) | > loss_1: 31.225303649902344 (31.053075455330514) | > grad_norm_1: tensor(308.1711, device='cuda:0') (tensor(106.4408, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.392 (0.3732913861403594) | > loader_time: 0.004 (0.0035358731811111037)  --> TIME: 2024-06-11 19:54:11 -- STEP: 99/330 -- GLOBAL_STEP: 302600 | > loss_disc: 2.334865093231201 (2.35129802636426) | > loss_disc_real_0: 0.08704062551259995 (0.11126942353116141) | > loss_disc_real_1: 0.20070786774158478 (0.196532417276893) | > loss_disc_real_2: 0.20892333984375 (0.21192003380168567) | > loss_disc_real_3: 0.23586006462574005 (0.2283494085675538) | > loss_disc_real_4: 0.23613816499710083 (0.2294455614655909) | > loss_disc_real_5: 0.22586199641227722 (0.2196610995916405) | > loss_0: 2.334865093231201 (2.35129802636426) | > grad_norm_0: tensor(12.6571, device='cuda:0') (tensor(11.0748, device='cuda:0')) | > loss_gen: 2.5035758018493652 (2.478528778962416) | > loss_kl: 1.8995461463928223 (1.9496333900124136) | > loss_feat: 7.454260349273682 (7.016939168024545) | > loss_mel: 17.582077026367188 (17.567745459200157) | > loss_duration: 2.0205254554748535 (1.9997222351305406) | > loss_1: 31.459983825683594 (31.01256904216728) | > grad_norm_1: tensor(239.6297, device='cuda:0') (tensor(135.0984, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.373 (0.3737950854831272) | > loader_time: 0.0046 (0.003631531590163106)  --> TIME: 2024-06-11 19:54:21 -- STEP: 124/330 -- GLOBAL_STEP: 302625 | > loss_disc: 2.3525550365448 (2.3548811174208133) | > loss_disc_real_0: 0.09955153614282608 (0.11245499328980522) | > loss_disc_real_1: 0.16894905269145966 (0.19691255051762827) | > loss_disc_real_2: 0.23295962810516357 (0.21171714798096689) | > loss_disc_real_3: 0.25517454743385315 (0.22845379203077285) | > loss_disc_real_4: 0.2161811888217926 (0.22949078018146177) | > loss_disc_real_5: 0.20541609823703766 (0.22030327817605388) | > loss_0: 2.3525550365448 (2.3548811174208133) | > grad_norm_0: tensor(16.3285, device='cuda:0') (tensor(13.3361, device='cuda:0')) | > loss_gen: 2.532529592514038 (2.481987476348878) | > loss_kl: 1.8456230163574219 (1.9550069849337302) | > loss_feat: 6.875105857849121 (7.010166133603742) | > loss_mel: 17.849178314208984 (17.569807729413427) | > loss_duration: 2.0005762577056885 (2.0037308787145927) | > loss_1: 31.10301399230957 (31.020699178018877) | > grad_norm_1: tensor(274.5633, device='cuda:0') (tensor(169.9072, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.369 (0.3750761555087182) | > loader_time: 0.0038 (0.003724027064538771)  --> TIME: 2024-06-11 19:54:31 -- STEP: 149/330 -- GLOBAL_STEP: 302650 | > loss_disc: 2.3077642917633057 (2.3543078531354875) | > loss_disc_real_0: 0.14929704368114471 (0.11183081097250817) | > loss_disc_real_1: 0.18870700895786285 (0.19726472322972827) | > loss_disc_real_2: 0.1894950568675995 (0.2118070482607656) | > loss_disc_real_3: 0.21501362323760986 (0.22802527128850053) | > loss_disc_real_4: 0.2440185695886612 (0.22952630925898584) | > loss_disc_real_5: 0.24041324853897095 (0.22178401773007925) | > loss_0: 2.3077642917633057 (2.3543078531354875) | > grad_norm_0: tensor(31.0128, device='cuda:0') (tensor(15.3406, device='cuda:0')) | > loss_gen: 2.5536141395568848 (2.495707990339139) | > loss_kl: 1.9266917705535889 (1.9547372304353139) | > loss_feat: 7.072129726409912 (7.045876032554063) | > loss_mel: 17.69429588317871 (17.571393262619942) | > loss_duration: 2.042982816696167 (2.0073206008680713) | > loss_1: 31.28971290588379 (31.07503506961285) | > grad_norm_1: tensor(280.9861, device='cuda:0') (tensor(194.4361, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.3742 (0.37647470051810245) | > loader_time: 0.0042 (0.003799772902623119)  --> TIME: 2024-06-11 19:54:41 -- STEP: 174/330 -- GLOBAL_STEP: 302675 | > loss_disc: 2.360288143157959 (2.3599520935409384) | > loss_disc_real_0: 0.15487819910049438 (0.11389283343464479) | > loss_disc_real_1: 0.1925717145204544 (0.19752096770138572) | > loss_disc_real_2: 0.2004908323287964 (0.2124173797923943) | > loss_disc_real_3: 0.2678593397140503 (0.22943790659479713) | > loss_disc_real_4: 0.21643966436386108 (0.22923964835789012) | > loss_disc_real_5: 0.21860337257385254 (0.22079969737036476) | > loss_0: 2.360288143157959 (2.3599520935409384) | > grad_norm_0: tensor(20.6951, device='cuda:0') (tensor(18.0336, device='cuda:0')) | > loss_gen: 2.6473467350006104 (2.4978135604968035) | > loss_kl: 1.9342186450958252 (1.9640966139990708) | > loss_feat: 7.131860733032227 (7.040736614972696) | > loss_mel: 17.620405197143555 (17.556364114257114) | > loss_duration: 2.1076884269714355 (2.0131372665536813) | > loss_1: 31.44152069091797 (31.072148158632476) | > grad_norm_1: tensor(365.6935, device='cuda:0') (tensor(216.8675, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.398 (0.3784212887972251) | > loader_time: 0.0044 (0.003879044247769761)  --> TIME: 2024-06-11 19:54:51 -- STEP: 199/330 -- GLOBAL_STEP: 302700 | > loss_disc: 2.429863214492798 (2.363509911388609) | > loss_disc_real_0: 0.1559213250875473 (0.11566653259884772) | > loss_disc_real_1: 0.1687842756509781 (0.19792719679561688) | > loss_disc_real_2: 0.2716803550720215 (0.21300405368733047) | > loss_disc_real_3: 0.24857601523399353 (0.22890332318730092) | > loss_disc_real_4: 0.2375970184803009 (0.22942825972135342) | > loss_disc_real_5: 0.24973294138908386 (0.22091120810964) | > loss_0: 2.429863214492798 (2.363509911388609) | > grad_norm_0: tensor(19.2272, device='cuda:0') (tensor(19.2319, device='cuda:0')) | > loss_gen: 2.390685558319092 (2.496228376225613) | > loss_kl: 1.9493328332901 (1.9659914874551285) | > loss_feat: 5.977553367614746 (7.028034555253072) | > loss_mel: 16.74220085144043 (17.505881055515626) | > loss_duration: 2.1469979286193848 (2.0215636617574244) | > loss_1: 29.206769943237305 (31.017699188922517) | > grad_norm_1: tensor(107.5835, device='cuda:0') (tensor(228.4168, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.4201 (0.38107702480488687) | > loader_time: 0.0049 (0.003978941308793112)  --> TIME: 2024-06-11 19:55:01 -- STEP: 224/330 -- GLOBAL_STEP: 302725 | > loss_disc: 2.2974512577056885 (2.3695955904466786) | > loss_disc_real_0: 0.1482822746038437 (0.1171890752323504) | > loss_disc_real_1: 0.1946858912706375 (0.1986647810387824) | > loss_disc_real_2: 0.18353131413459778 (0.21248660994959728) | > loss_disc_real_3: 0.19684085249900818 (0.2290438763531191) | > loss_disc_real_4: 0.20488978922367096 (0.23019902467993753) | > loss_disc_real_5: 0.20943740010261536 (0.22171176058639372) | > loss_0: 2.2974512577056885 (2.3695955904466786) | > grad_norm_0: tensor(50.1269, device='cuda:0') (tensor(19.7791, device='cuda:0')) | > loss_gen: 2.474750280380249 (2.4867038875818284) | > loss_kl: 2.0486276149749756 (1.9701795045818602) | > loss_feat: 7.336757183074951 (7.005760303565434) | > loss_mel: 17.361413955688477 (17.458383415426546) | > loss_duration: 2.1322951316833496 (2.029096258538108) | > loss_1: 31.353845596313477 (30.950123395238602) | > grad_norm_1: tensor(464.7292, device='cuda:0') (tensor(230.2673, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.4003 (0.38405346657548634) | > loader_time: 0.0053 (0.004091601286615644)  --> TIME: 2024-06-11 19:55:12 -- STEP: 249/330 -- GLOBAL_STEP: 302750 | > loss_disc: 2.491285800933838 (2.3725985494483446) | > loss_disc_real_0: 0.08733835816383362 (0.1181890907955457) | > loss_disc_real_1: 0.16896334290504456 (0.19920113999920194) | > loss_disc_real_2: 0.21534642577171326 (0.21284682408394104) | > loss_disc_real_3: 0.23816601932048798 (0.22935181365434423) | > loss_disc_real_4: 0.24368734657764435 (0.23027905935503873) | > loss_disc_real_5: 0.23109377920627594 (0.22178958356380463) | > loss_0: 2.491285800933838 (2.3725985494483446) | > grad_norm_0: tensor(12.1938, device='cuda:0') (tensor(20.5856, device='cuda:0')) | > loss_gen: 2.359886884689331 (2.4825085808474405) | > loss_kl: 2.0481555461883545 (1.971477003940138) | > loss_feat: 5.880599021911621 (6.986393304235007) | > loss_mel: 17.177410125732422 (17.430199044775314) | > loss_duration: 2.121581554412842 (2.0374268748195274) | > loss_1: 29.58763313293457 (30.90800481436243) | > grad_norm_1: tensor(387.2697, device='cuda:0') (tensor(239.4637, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.412 (0.38754083736833317) | > loader_time: 0.0052 (0.004212972150748992)  --> TIME: 2024-06-11 19:55:23 -- STEP: 274/330 -- GLOBAL_STEP: 302775 | > loss_disc: 2.287538766860962 (2.373993292342139) | > loss_disc_real_0: 0.07789696753025055 (0.11939090702438006) | > loss_disc_real_1: 0.16967631876468658 (0.1994095261949692) | > loss_disc_real_2: 0.23201461136341095 (0.21262069677349424) | > loss_disc_real_3: 0.28011783957481384 (0.22960584904373127) | > loss_disc_real_4: 0.23867933452129364 (0.23066724744373865) | > loss_disc_real_5: 0.23047281801700592 (0.2219826528516999) | > loss_0: 2.287538766860962 (2.373993292342139) | > grad_norm_0: tensor(13.8576, device='cuda:0') (tensor(22.4926, device='cuda:0')) | > loss_gen: 2.7784805297851562 (2.4840605894144465) | > loss_kl: 2.106262445449829 (1.9778180644459968) | > loss_feat: 7.615540027618408 (7.005857354533063) | > loss_mel: 16.90102195739746 (17.384240366246598) | > loss_duration: 2.140009641647339 (2.045943330674274) | > loss_1: 31.54131507873535 (30.89791971749633) | > grad_norm_1: tensor(447.1938, device='cuda:0') (tensor(253.2983, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.4585 (0.39216741506200636) | > loader_time: 0.0065 (0.004349676361919319)  --> TIME: 2024-06-11 19:55:35 -- STEP: 299/330 -- GLOBAL_STEP: 302800 | > loss_disc: 2.486508846282959 (2.3749571675839642) | > loss_disc_real_0: 0.0766834020614624 (0.12075406018906214) | > loss_disc_real_1: 0.19945119321346283 (0.19973709077938745) | > loss_disc_real_2: 0.1902252733707428 (0.2122432148476508) | > loss_disc_real_3: 0.24755525588989258 (0.22935786848283532) | > loss_disc_real_4: 0.24791668355464935 (0.2303322034835018) | > loss_disc_real_5: 0.23639659583568573 (0.22174975161369032) | > loss_0: 2.486508846282959 (2.3749571675839642) | > grad_norm_0: tensor(11.9436, device='cuda:0') (tensor(25.4126, device='cuda:0')) | > loss_gen: 2.3100473880767822 (2.487403432661078) | > loss_kl: 2.1313772201538086 (1.9830932059016912) | > loss_feat: 7.3748555183410645 (7.023497155677514) | > loss_mel: 16.784584045410156 (17.332430029393862) | > loss_duration: 2.2044153213500977 (2.056385134374815) | > loss_1: 30.805278778076172 (30.882808959603707) | > grad_norm_1: tensor(73.4463, device='cuda:0') (tensor(273.6623, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.4813 (0.398033955424127) | > loader_time: 0.0066 (0.004523010158219863)  --> TIME: 2024-06-11 19:55:49 -- STEP: 324/330 -- GLOBAL_STEP: 302825 | > loss_disc: 2.3920748233795166 (2.3770994367422875) | > loss_disc_real_0: 0.13589982688426971 (0.1222891916555387) | > loss_disc_real_1: 0.1887984573841095 (0.19973087743108656) | > loss_disc_real_2: 0.22391611337661743 (0.2121287352968881) | > loss_disc_real_3: 0.19939649105072021 (0.22957519690195718) | > loss_disc_real_4: 0.2813895046710968 (0.23044327637295664) | > loss_disc_real_5: 0.25350093841552734 (0.2217412267662125) | > loss_0: 2.3920748233795166 (2.3770994367422875) | > grad_norm_0: tensor(10.7321, device='cuda:0') (tensor(25.6902, device='cuda:0')) | > loss_gen: 2.4469730854034424 (2.4838355168884196) | > loss_kl: 2.23347806930542 (1.9899283084604475) | > loss_feat: 8.985506057739258 (7.065580004527245) | > loss_mel: 17.079618453979492 (17.29345594806437) | > loss_duration: 2.27108097076416 (2.0709705154101052) | > loss_1: 33.016658782958984 (30.903770240736595) | > grad_norm_1: tensor(86.5642, device='cuda:0') (tensor(279.9935, device='cuda:0')) | > current_lr_0: 0.0001843916979230684 | > current_lr_1: 0.0001843916979230684 | > step_time: 0.5798 (0.4093167892208808) | > loader_time: 0.0081 (0.004750978063654016)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4962244033813477 (2.4962244033813477) | > loss_disc_real_0: 0.21620631217956543 (0.21620631217956543) | > loss_disc_real_1: 0.24575859308242798 (0.24575859308242798) | > loss_disc_real_2: 0.27347031235694885 (0.27347031235694885) | > loss_disc_real_3: 0.27453604340553284 (0.27453604340553284) | > loss_disc_real_4: 0.21084634959697723 (0.21084634959697723) | > loss_disc_real_5: 0.20990313589572906 (0.20990313589572906) | > loss_0: 2.4962244033813477 (2.4962244033813477) | > loss_gen: 2.556976318359375 (2.556976318359375) | > loss_kl: 2.3862152099609375 (2.3862152099609375) | > loss_feat: 7.279232501983643 (7.279232501983643) | > loss_mel: 17.74478530883789 (17.74478530883789) | > loss_duration: 3.128941059112549 (3.128941059112549) | > loss_1: 33.09614944458008 (33.09614944458008)  --> STEP: 1 | > loss_disc: 2.3922646045684814 (2.3922646045684814) | > loss_disc_real_0: 0.13255208730697632 (0.13255208730697632) | > loss_disc_real_1: 0.18332770466804504 (0.18332770466804504) | > loss_disc_real_2: 0.16248935461044312 (0.16248935461044312) | > loss_disc_real_3: 0.25626271963119507 (0.25626271963119507) | > loss_disc_real_4: 0.1900002658367157 (0.1900002658367157) | > loss_disc_real_5: 0.19386422634124756 (0.19386422634124756) | > loss_0: 2.3922646045684814 (2.3922646045684814) | > loss_gen: 2.232666015625 (2.232666015625) | > loss_kl: 3.467587947845459 (3.467587947845459) | > loss_feat: 6.248398780822754 (6.248398780822754) | > loss_mel: 18.965560913085938 (18.965560913085938) | > loss_duration: 2.4396824836730957 (2.4396824836730957) | > loss_1: 33.35389709472656 (33.35389709472656)  --> STEP: 2 | > loss_disc: 2.415250301361084 (2.4037574529647827) | > loss_disc_real_0: 0.21989068388938904 (0.17622138559818268) | > loss_disc_real_1: 0.23595741391181946 (0.20964255928993225) | > loss_disc_real_2: 0.234475776553154 (0.19848256558179855) | > loss_disc_real_3: 0.24839463829994202 (0.25232867896556854) | > loss_disc_real_4: 0.2396620661020279 (0.2148311659693718) | > loss_disc_real_5: 0.24613891541957855 (0.22000157088041306) | > loss_0: 2.415250301361084 (2.4037574529647827) | > loss_gen: 2.6070733070373535 (2.4198696613311768) | > loss_kl: 2.782447576522827 (3.125017762184143) | > loss_feat: 5.712066650390625 (5.9802327156066895) | > loss_mel: 18.440765380859375 (18.703163146972656) | > loss_duration: 2.4654502868652344 (2.452566385269165) | > loss_1: 32.00780487060547 (32.680850982666016)  --> STEP: 3 | > loss_disc: 2.4095911979675293 (2.4057020346323648) | > loss_disc_real_0: 0.13975292444229126 (0.16406523187955221) | > loss_disc_real_1: 0.19805803894996643 (0.20578105250994363) | > loss_disc_real_2: 0.21270009875297546 (0.2032217433055242) | > loss_disc_real_3: 0.2184416651725769 (0.241033007701238) | > loss_disc_real_4: 0.20942354202270508 (0.21302862465381622) | > loss_disc_real_5: 0.18113255500793457 (0.20704523225625357) | > loss_0: 2.4095911979675293 (2.4057020346323648) | > loss_gen: 2.2112135887145996 (2.350317637125651) | > loss_kl: 3.316673517227173 (3.188903013865153) | > loss_feat: 5.555712699890137 (5.838726043701172) | > loss_mel: 18.810787200927734 (18.739037831624348) | > loss_duration: 2.3452577590942383 (2.416796843210856) | > loss_1: 32.239646911621094 (32.533782958984375)  --> STEP: 4 | > loss_disc: 2.534327268600464 (2.4378583431243896) | > loss_disc_real_0: 0.17698900401592255 (0.1672961749136448) | > loss_disc_real_1: 0.2524798810482025 (0.21745575964450836) | > loss_disc_real_2: 0.25528034567832947 (0.2162363938987255) | > loss_disc_real_3: 0.2988307774066925 (0.2554824501276016) | > loss_disc_real_4: 0.19771051406860352 (0.20919909700751305) | > loss_disc_real_5: 0.2363281548023224 (0.21436596289277077) | > loss_0: 2.534327268600464 (2.4378583431243896) | > loss_gen: 2.547278642654419 (2.399557888507843) | > loss_kl: 3.92807936668396 (3.3736971020698547) | > loss_feat: 6.118939399719238 (5.9087793827056885) | > loss_mel: 18.27605628967285 (18.623292446136475) | > loss_duration: 2.280160665512085 (2.3826377987861633) | > loss_1: 33.1505126953125 (32.687965393066406)  --> STEP: 5 | > loss_disc: 2.308675527572632 (2.412021780014038) | > loss_disc_real_0: 0.14547103643417358 (0.16293114721775054) | > loss_disc_real_1: 0.21838505566120148 (0.217641618847847) | > loss_disc_real_2: 0.23197411000728607 (0.21938393712043763) | > loss_disc_real_3: 0.2428351789712906 (0.2529529958963394) | > loss_disc_real_4: 0.17221465706825256 (0.20180220901966095) | > loss_disc_real_5: 0.2494867593050003 (0.22139012217521667) | > loss_0: 2.308675527572632 (2.412021780014038) | > loss_gen: 2.430919885635376 (2.4058302879333495) | > loss_kl: 2.1056923866271973 (3.1200961589813234) | > loss_feat: 5.940073013305664 (5.915038108825684) | > loss_mel: 18.51127815246582 (18.600889587402342) | > loss_duration: 2.310532569885254 (2.3682167530059814) | > loss_1: 31.29849624633789 (32.410071563720706)  --> STEP: 6 | > loss_disc: 2.383680582046509 (2.4072982470194497) | > loss_disc_real_0: 0.15509574115276337 (0.16162524620691934) | > loss_disc_real_1: 0.18105095624923706 (0.211543175081412) | > loss_disc_real_2: 0.2609732151031494 (0.2263154834508896) | > loss_disc_real_3: 0.25825291872024536 (0.2538363163669904) | > loss_disc_real_4: 0.18876609206199646 (0.1996295228600502) | > loss_disc_real_5: 0.23818479478359222 (0.2241892342766126) | > loss_0: 2.383680582046509 (2.4072982470194497) | > loss_gen: 2.543437957763672 (2.428764899571737) | > loss_kl: 2.480062484741211 (3.0134238799413047) | > loss_feat: 6.8645339012146 (6.07328740755717) | > loss_mel: 18.831531524658203 (18.63932991027832) | > loss_duration: 2.135211944580078 (2.329382618268331) | > loss_1: 32.85477828979492 (32.48418935139974)  --> STEP: 7 | > loss_disc: 2.470304489135742 (2.416299138750349) | > loss_disc_real_0: 0.2006295770406723 (0.16719729346888407) | > loss_disc_real_1: 0.21453730762004852 (0.2119709083012172) | > loss_disc_real_2: 0.17952121794223785 (0.21963058837822505) | > loss_disc_real_3: 0.2705826461315155 (0.256228649190494) | > loss_disc_real_4: 0.21661512553691864 (0.20205603752817428) | > loss_disc_real_5: 0.2023632675409317 (0.2210712390286582) | > loss_0: 2.470304489135742 (2.416299138750349) | > loss_gen: 2.3433146476745605 (2.416557720729283) | > loss_kl: 3.9464755058288574 (3.146716969353812) | > loss_feat: 5.268375873565674 (5.958300045558384) | > loss_mel: 15.985517501831055 (18.26021385192871) | > loss_duration: 2.47440242767334 (2.350099733897618) | > loss_1: 30.018085479736328 (32.13188879830496)  --> STEP: 8 | > loss_disc: 2.6633291244506836 (2.4471778869628906) | > loss_disc_real_0: 0.23815208673477173 (0.17606664262712002) | > loss_disc_real_1: 0.22934028506278992 (0.2141420803964138) | > loss_disc_real_2: 0.158299058675766 (0.21196414716541767) | > loss_disc_real_3: 0.2920956611633301 (0.2607120256870985) | > loss_disc_real_4: 0.16398312151432037 (0.19729692302644253) | > loss_disc_real_5: 0.2112244963645935 (0.2198403961956501) | > loss_0: 2.6633291244506836 (2.4471778869628906) | > loss_gen: 2.1592133045196533 (2.3843896687030792) | > loss_kl: 3.2599034309387207 (3.1608652770519257) | > loss_feat: 9.662430763244629 (6.421316385269165) | > loss_mel: 18.904830932617188 (18.34079098701477) | > loss_duration: 2.275667667388916 (2.34079572558403) | > loss_1: 36.262046813964844 (32.64815855026245)  --> STEP: 9 | > loss_disc: 2.5857815742492676 (2.462578296661377) | > loss_disc_real_0: 0.19044016301631927 (0.17766370044814217) | > loss_disc_real_1: 0.21600036323070526 (0.21434855626689064) | > loss_disc_real_2: 0.14210712909698486 (0.20420225626892513) | > loss_disc_real_3: 0.24878033995628357 (0.25938628282811904) | > loss_disc_real_4: 0.20718182623386383 (0.1983952456050449) | > loss_disc_real_5: 0.20489376783370972 (0.21817965971099007) | > loss_0: 2.5857815742492676 (2.462578296661377) | > loss_gen: 2.179581880569458 (2.3616332477993436) | > loss_kl: 2.758345603942871 (3.1161408689286976) | > loss_feat: 9.535667419433594 (6.767355389065212) | > loss_mel: 17.382204055786133 (18.234281327989365) | > loss_duration: 2.1240315437316895 (2.3167108164893255) | > loss_1: 33.97983169555664 (32.796122233072914)  --> STEP: 10 | > loss_disc: 2.4641244411468506 (2.4627329111099243) | > loss_disc_real_0: 0.15234804153442383 (0.17513213455677032) | > loss_disc_real_1: 0.19514094293117523 (0.2124277949333191) | > loss_disc_real_2: 0.2330973595380783 (0.20709176659584044) | > loss_disc_real_3: 0.3222023546695709 (0.26566789001226426) | > loss_disc_real_4: 0.257904052734375 (0.2043461263179779) | > loss_disc_real_5: 0.2277374565601349 (0.21913543939590455) | > loss_0: 2.4641244411468506 (2.4627329111099243) | > loss_gen: 2.5055787563323975 (2.376027798652649) | > loss_kl: 2.648527145385742 (3.0693794965744017) | > loss_feat: 6.144005298614502 (6.705020380020142) | > loss_mel: 16.437837600708008 (18.05463695526123) | > loss_duration: 2.2636263370513916 (2.311402368545532) | > loss_1: 29.999574661254883 (32.51646747589111)  --> STEP: 11 | > loss_disc: 2.5275440216064453 (2.4686248302459717) | > loss_disc_real_0: 0.24035346508026123 (0.18106134642254224) | > loss_disc_real_1: 0.16783805191516876 (0.20837418193166907) | > loss_disc_real_2: 0.1726507693529129 (0.2039607668464834) | > loss_disc_real_3: 0.24402819573879242 (0.26370064507831226) | > loss_disc_real_4: 0.17448842525482178 (0.20163178985769098) | > loss_disc_real_5: 0.15190798044204712 (0.21302385221828113) | > loss_0: 2.5275440216064453 (2.4686248302459717) | > loss_gen: 2.0920796394348145 (2.3502143296328457) | > loss_kl: 3.5475101470947266 (3.112845919348977) | > loss_feat: 7.067622184753418 (6.7379841804504395) | > loss_mel: 17.104448318481445 (17.968256170099433) | > loss_duration: 2.471196174621582 (2.3259290781888096) | > loss_1: 32.28285598754883 (32.49523006786)  --> STEP: 12 | > loss_disc: 2.6886022090911865 (2.4869562784830728) | > loss_disc_real_0: 0.1553199738264084 (0.17891623203953108) | > loss_disc_real_1: 0.2983948290348053 (0.2158759025235971) | > loss_disc_real_2: 0.17787107825279236 (0.20178662613034248) | > loss_disc_real_3: 0.35779768228530884 (0.271542064845562) | > loss_disc_real_4: 0.22303876280784607 (0.20341570427020392) | > loss_disc_real_5: 0.19008702039718628 (0.21111244956652322) | > loss_0: 2.6886022090911865 (2.4869562784830728) | > loss_gen: 2.183001756668091 (2.3362799485524497) | > loss_kl: 1.8568048477172852 (3.0081758300463357) | > loss_feat: 5.703688144683838 (6.651792844136556) | > loss_mel: 16.794944763183594 (17.870480219523113) | > loss_duration: 2.2384800910949707 (2.3186416625976562) | > loss_1: 28.776920318603516 (32.18537092208863)  --> STEP: 13 | > loss_disc: 2.465219259262085 (2.4852842000814586) | > loss_disc_real_0: 0.11997497081756592 (0.17438228886861068) | > loss_disc_real_1: 0.303815633058548 (0.22264049718013176) | > loss_disc_real_2: 0.22805561125278473 (0.20380731729360727) | > loss_disc_real_3: 0.27698078751564026 (0.2719604281278757) | > loss_disc_real_4: 0.2048449069261551 (0.2035256429360463) | > loss_disc_real_5: 0.2212751805782318 (0.21189419810588545) | > loss_0: 2.465219259262085 (2.4852842000814586) | > loss_gen: 2.574563503265381 (2.3546094527611365) | > loss_kl: 3.381032943725586 (3.036857146483201) | > loss_feat: 8.375748634338379 (6.784404827998235) | > loss_mel: 17.97976303100586 (17.87888658963717) | > loss_duration: 2.24783992767334 (2.313195375295786) | > loss_1: 34.5589485168457 (32.367953813993026)  --> STEP: 14 | > loss_disc: 2.155409097671509 (2.4617216927664622) | > loss_disc_real_0: 0.1719818413257599 (0.17421082832983562) | > loss_disc_real_1: 0.17646881937980652 (0.21934252019439424) | > loss_disc_real_2: 0.14773936569690704 (0.19980246360812867) | > loss_disc_real_3: 0.2522517442703247 (0.2705526649951935) | > loss_disc_real_4: 0.23027350008487701 (0.20543620416096278) | > loss_disc_real_5: 0.20967763662338257 (0.21173587228570664) | > loss_0: 2.155409097671509 (2.4617216927664622) | > loss_gen: 2.663311004638672 (2.376659563609532) | > loss_kl: 3.2325596809387207 (3.05083589894431) | > loss_feat: 6.014029026031494 (6.72937798500061) | > loss_mel: 19.316452026367188 (17.981569835117885) | > loss_duration: 2.3830761909484863 (2.3181868621281216) | > loss_1: 33.60942840576172 (32.45663057054794)  --> STEP: 15 | > loss_disc: 2.5780224800109863 (2.4694750785827635) | > loss_disc_real_0: 0.24765600264072418 (0.17910717328389486) | > loss_disc_real_1: 0.1646689921617508 (0.21569761832555134) | > loss_disc_real_2: 0.2158208042383194 (0.20087035298347472) | > loss_disc_real_3: 0.22798626124858856 (0.2677149047454198) | > loss_disc_real_4: 0.15120066702365875 (0.2018205016851425) | > loss_disc_real_5: 0.17413470149040222 (0.2092291275660197) | > loss_0: 2.5780224800109863 (2.4694750785827635) | > loss_gen: 2.4708855152130127 (2.3829412937164305) | > loss_kl: 3.214287757873535 (3.0617326895395913) | > loss_feat: 9.388981819152832 (6.906684907277425) | > loss_mel: 17.367313385009766 (17.940619405110677) | > loss_duration: 2.4115591049194336 (2.324411678314209) | > loss_1: 34.85302734375 (32.616390355428074)  --> STEP: 16 | > loss_disc: 2.49692964553833 (2.4711909890174866) | > loss_disc_real_0: 0.16872638463974 (0.17845837399363518) | > loss_disc_real_1: 0.2435024380683899 (0.21743541955947876) | > loss_disc_real_2: 0.15447698533535004 (0.19797076750546694) | > loss_disc_real_3: 0.31092730164527893 (0.270415679551661) | > loss_disc_real_4: 0.11858929693698883 (0.1966185513883829) | > loss_disc_real_5: 0.11165603995323181 (0.20313080959022045) | > loss_0: 2.49692964553833 (2.4711909890174866) | > loss_gen: 2.334700584411621 (2.37992624938488) | > loss_kl: 2.5180420875549316 (3.0277520269155502) | > loss_feat: 8.996908187866211 (7.037323862314224) | > loss_mel: 16.43743896484375 (17.846670627593994) | > loss_duration: 2.4055862426757812 (2.3294850885868073) | > loss_1: 32.69267654418945 (32.62115824222566)  --> STEP: 17 | > loss_disc: 2.5279505252838135 (2.474529785268447) | > loss_disc_real_0: 0.16887381672859192 (0.17789457650745616) | > loss_disc_real_1: 0.2883550822734833 (0.22160716442500844) | > loss_disc_real_2: 0.199772447347641 (0.19807674867265365) | > loss_disc_real_3: 0.3408648669719696 (0.27455974939991445) | > loss_disc_real_4: 0.2258358746767044 (0.19833721746416652) | > loss_disc_real_5: 0.26752614974975586 (0.20691877077607548) | > loss_0: 2.5279505252838135 (2.474529785268447) | > loss_gen: 2.5332486629486084 (2.3889452148886288) | > loss_kl: 1.9915658235549927 (2.966799897306106) | > loss_feat: 5.1079607009887695 (6.923831911648021) | > loss_mel: 16.67986297607422 (17.778034883386947) | > loss_duration: 2.425474166870117 (2.3351315049564136) | > loss_1: 28.73811149597168 (32.39274372774013)  --> STEP: 18 | > loss_disc: 2.2162394523620605 (2.460180322329203) | > loss_disc_real_0: 0.15462081134319305 (0.176601589553886) | > loss_disc_real_1: 0.14145873486995697 (0.21715447389417225) | > loss_disc_real_2: 0.15467315912246704 (0.19566543814208773) | > loss_disc_real_3: 0.21327537298202515 (0.27115506182114285) | > loss_disc_real_4: 0.1388009488582611 (0.19502964698606068) | > loss_disc_real_5: 0.13975852727890015 (0.20318764613734352) | > loss_0: 2.2162394523620605 (2.460180322329203) | > loss_gen: 2.2150766849517822 (2.3792858521143594) | > loss_kl: 2.467698812484741 (2.939072059260474) | > loss_feat: 6.374190330505371 (6.893296268251207) | > loss_mel: 16.00845718383789 (17.679725011189777) | > loss_duration: 2.2241053581237793 (2.328963385687934) | > loss_1: 29.289527893066406 (32.22034284803604)  --> STEP: 19 | > loss_disc: 2.586549758911133 (2.4668313453071997) | > loss_disc_real_0: 0.1574842631816864 (0.17559541448166496) | > loss_disc_real_1: 0.19329437613487244 (0.21589867927526174) | > loss_disc_real_2: 0.17691273987293243 (0.1946784540226585) | > loss_disc_real_3: 0.21459951996803284 (0.26817845435518967) | > loss_disc_real_4: 0.18874423205852509 (0.1946988356740851) | > loss_disc_real_5: 0.12807750701904297 (0.19923448092059085) | > loss_0: 2.586549758911133 (2.4668313453071997) | > loss_gen: 1.897600531578064 (2.353933993138765) | > loss_kl: 1.8221371173858643 (2.880286009688126) | > loss_feat: 6.08394193649292 (6.850698671842876) | > loss_mel: 17.838672637939453 (17.68809067575555) | > loss_duration: 2.3806240558624268 (2.3316823683286967) | > loss_1: 30.02297592163086 (32.104691957172605)  --> STEP: 20 | > loss_disc: 2.4043831825256348 (2.4637089371681213) | > loss_disc_real_0: 0.13719844818115234 (0.17367556616663932) | > loss_disc_real_1: 0.20361702144145966 (0.2152845963835716) | > loss_disc_real_2: 0.23022955656051636 (0.19645600914955139) | > loss_disc_real_3: 0.24938327074050903 (0.26723869517445564) | > loss_disc_real_4: 0.22849950194358826 (0.19638886898756028) | > loss_disc_real_5: 0.21671901643276215 (0.20010870769619943) | > loss_0: 2.4043831825256348 (2.4637089371681213) | > loss_gen: 2.4205222129821777 (2.3572634041309355) | > loss_kl: 2.22957706451416 (2.847750562429428) | > loss_feat: 5.812709808349609 (6.798799228668213) | > loss_mel: 17.811466217041016 (17.694259452819825) | > loss_duration: 2.3126702308654785 (2.330731761455536) | > loss_1: 30.586944580078125 (32.02880458831788)  --> STEP: 21 | > loss_disc: 2.246173620223999 (2.4533501125517345) | > loss_disc_real_0: 0.08877160400152206 (0.1696325203492528) | > loss_disc_real_1: 0.2855881452560425 (0.21863238442511784) | > loss_disc_real_2: 0.23476143181324005 (0.19828007689544133) | > loss_disc_real_3: 0.28439709544181824 (0.2680557618538539) | > loss_disc_real_4: 0.15863996744155884 (0.1945913022472745) | > loss_disc_real_5: 0.17250937223434448 (0.19879445362658726) | > loss_0: 2.246173620223999 (2.4533501125517345) | > loss_gen: 2.549497604370117 (2.366417413666135) | > loss_kl: 3.175403118133545 (2.863353065082005) | > loss_feat: 5.874650001525879 (6.754792122613816) | > loss_mel: 16.05634880065918 (17.61626370747884) | > loss_duration: 2.0567712783813477 (2.3176860241662887) | > loss_1: 29.712669372558594 (31.91851243518649)  --> STEP: 22 | > loss_disc: 2.4519131183624268 (2.4532847946340386) | > loss_disc_real_0: 0.2151215374469757 (0.17170020294460384) | > loss_disc_real_1: 0.255730539560318 (0.2203186642039906) | > loss_disc_real_2: 0.18053147196769714 (0.1974733221259984) | > loss_disc_real_3: 0.2673608362674713 (0.2680241743272001) | > loss_disc_real_4: 0.17785096168518066 (0.19383037767627023) | > loss_disc_real_5: 0.16416233777999878 (0.19722026654265143) | > loss_0: 2.4519131183624268 (2.4532847946340386) | > loss_gen: 2.381524085998535 (2.3671040805903347) | > loss_kl: 2.225255250930786 (2.8343486189842224) | > loss_feat: 8.194504737854004 (6.820233605124733) | > loss_mel: 17.680374145507812 (17.61917781829834) | > loss_duration: 2.2120742797851562 (2.3128854903307827) | > loss_1: 32.69373321533203 (31.95374974337492)  --> STEP: 23 | > loss_disc: 2.6075387001037598 (2.4599914861762007) | > loss_disc_real_0: 0.25761276483535767 (0.1754355317224627) | > loss_disc_real_1: 0.27374693751335144 (0.22264163260874542) | > loss_disc_real_2: 0.191997230052948 (0.19723523116630057) | > loss_disc_real_3: 0.2587161958217621 (0.2676194796095724) | > loss_disc_real_4: 0.2021922916173935 (0.19419393915197122) | > loss_disc_real_5: 0.278579980134964 (0.20075764539449112) | > loss_0: 2.6075387001037598 (2.4599914861762007) | > loss_gen: 2.281304359436035 (2.363373657931452) | > loss_kl: 2.219947576522827 (2.807635530181553) | > loss_feat: 4.260357856750488 (6.708934659543245) | > loss_mel: 17.064151763916016 (17.5950462507165) | > loss_duration: 2.2943406105041504 (2.3120791912078857) | > loss_1: 28.120100021362305 (31.78706932067872)  --> STEP: 24 | > loss_disc: 2.731187582015991 (2.4712913235028586) | > loss_disc_real_0: 0.2714933753013611 (0.17943794187158346) | > loss_disc_real_1: 0.2665008306503296 (0.22446909919381142) | > loss_disc_real_2: 0.25196531414985657 (0.1995156512906154) | > loss_disc_real_3: 0.3049667775630951 (0.2691756170243025) | > loss_disc_real_4: 0.29885661602020264 (0.1985548840214809) | > loss_disc_real_5: 0.31599074602127075 (0.2055590245872736) | > loss_0: 2.731187582015991 (2.4712913235028586) | > loss_gen: 2.567871570587158 (2.3718944042921066) | > loss_kl: 2.6608386039733887 (2.801518991589546) | > loss_feat: 6.9066290855407715 (6.717171927293141) | > loss_mel: 16.478260040283203 (17.548513491948444) | > loss_duration: 2.4371566772460938 (2.3172907531261444) | > loss_1: 31.05075454711914 (31.75638953844707)  --> STEP: 25 | > loss_disc: 2.616999626159668 (2.477119655609131) | > loss_disc_real_0: 0.1858150213956833 (0.17969302505254744) | > loss_disc_real_1: 0.26015591621398926 (0.22589657187461853) | > loss_disc_real_2: 0.1755465418100357 (0.1985568869113922) | > loss_disc_real_3: 0.2985117733478546 (0.27034906327724456) | > loss_disc_real_4: 0.22045987844467163 (0.19943108379840851) | > loss_disc_real_5: 0.23554500937461853 (0.2067584639787674) | > loss_0: 2.616999626159668 (2.477119655609131) | > loss_gen: 2.297337293624878 (2.3689121198654175) | > loss_kl: 2.614917755126953 (2.7940549421310426) | > loss_feat: 7.36851167678833 (6.74322551727295) | > loss_mel: 14.242935180664062 (17.41629035949707) | > loss_duration: 2.3650283813476562 (2.319200258255005) | > loss_1: 28.888729095458984 (31.64168312072755)  --> STEP: 26 | > loss_disc: 2.680269241333008 (2.4849331012138953) | > loss_disc_real_0: 0.2996055483818054 (0.18430504518059584) | > loss_disc_real_1: 0.20546992123126984 (0.22511093146525896) | > loss_disc_real_2: 0.1840285211801529 (0.19799810361403686) | > loss_disc_real_3: 0.28256016969680786 (0.27081872121645856) | > loss_disc_real_4: 0.2119593620300293 (0.19991294065347084) | > loss_disc_real_5: 0.26070496439933777 (0.20883332937955856) | > loss_0: 2.680269241333008 (2.4849331012138953) | > loss_gen: 2.2587578296661377 (2.3646754163962145) | > loss_kl: 2.491447687149048 (2.782416201554812) | > loss_feat: 5.549604415893555 (6.697317013373742) | > loss_mel: 14.364567756652832 (17.29891641323383) | > loss_duration: 2.3240609169006348 (2.319387206664452) | > loss_1: 26.988439559936523 (31.462712214543277) --> EVAL PERFORMANCE | > avg_loader_time: 0.002279373315664438 (-0.00030479981349064737) | > avg_loss_disc: 2.4849331012138953 (-0.042087747500493045) | > avg_loss_disc_real_0: 0.18430504518059584 (+0.02724612074402663) | > avg_loss_disc_real_1: 0.22511093146525896 (-0.006708867847919464) | > avg_loss_disc_real_2: 0.19799810361403686 (-0.07099168289166236) | > avg_loss_disc_real_3: 0.27081872121645856 (+0.015699237011946088) | > avg_loss_disc_real_4: 0.19991294065347084 (-0.039613716304302216) | > avg_loss_disc_real_5: 0.20883332937955856 (-0.03619962758742845) | > avg_loss_0: 2.4849331012138953 (-0.042087747500493045) | > avg_loss_gen: 2.3646754163962145 (-0.014377882847419254) | > avg_loss_kl: 2.782416201554812 (-0.12882034595196057) | > avg_loss_feat: 6.697317013373742 (+0.07639461297255323) | > avg_loss_mel: 17.29891641323383 (+0.028245008908779567) | > avg_loss_duration: 2.319387206664452 (-0.012166903569148069) | > avg_loss_1: 31.462712214543277 (-0.05072564345139341)  > EPOCH: 651/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:56:14)   --> TIME: 2024-06-11 19:56:22 -- STEP: 19/330 -- GLOBAL_STEP: 302850 | > loss_disc: 2.485419988632202 (2.304666607003463) | > loss_disc_real_0: 0.12077739834785461 (0.10848821542764965) | > loss_disc_real_1: 0.19477058947086334 (0.19271440725577504) | > loss_disc_real_2: 0.23282769322395325 (0.2051193667085547) | > loss_disc_real_3: 0.23991860449314117 (0.2232228807712856) | > loss_disc_real_4: 0.2474411129951477 (0.22671071479195043) | > loss_disc_real_5: 0.24349580705165863 (0.21876144330752523) | > loss_0: 2.485419988632202 (2.304666607003463) | > grad_norm_0: tensor(8.3673, device='cuda:0') (tensor(6.5881, device='cuda:0')) | > loss_gen: 2.4044854640960693 (2.4955186592905143) | > loss_kl: 1.784577488899231 (1.8300696046728837) | > loss_feat: 7.090488433837891 (6.890894990218313) | > loss_mel: 17.449420928955078 (17.83304856952868) | > loss_duration: 2.0166211128234863 (2.0686113081480326) | > loss_1: 30.74559211730957 (31.11814328243858) | > grad_norm_1: tensor(54.4191, device='cuda:0') (tensor(71.7671, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3545 (0.358050547148052) | > loader_time: 0.0038 (0.0031951603136564557)  --> TIME: 2024-06-11 19:56:31 -- STEP: 44/330 -- GLOBAL_STEP: 302875 | > loss_disc: 2.4541847705841064 (2.338646482337605) | > loss_disc_real_0: 0.12685148417949677 (0.10973474671217529) | > loss_disc_real_1: 0.18200019001960754 (0.19606245613910936) | > loss_disc_real_2: 0.22027811408042908 (0.20806578580628743) | > loss_disc_real_3: 0.2668832540512085 (0.22652844339609146) | > loss_disc_real_4: 0.2403116524219513 (0.2300471751527353) | > loss_disc_real_5: 0.21432529389858246 (0.21853116357868368) | > loss_0: 2.4541847705841064 (2.338646482337605) | > grad_norm_0: tensor(8.6962, device='cuda:0') (tensor(7.6904, device='cuda:0')) | > loss_gen: 2.4255149364471436 (2.483625953847712) | > loss_kl: 2.088092088699341 (1.8883644342422485) | > loss_feat: 7.6022419929504395 (6.981401606039568) | > loss_mel: 18.006629943847656 (17.70013575120406) | > loss_duration: 1.920512318611145 (2.0183734379031435) | > loss_1: 32.042991638183594 (31.071901494806465) | > grad_norm_1: tensor(74.8064, device='cuda:0') (tensor(76.1428, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.352 (0.35739199681715533) | > loader_time: 0.0033 (0.003279631788080389)  --> TIME: 2024-06-11 19:56:40 -- STEP: 69/330 -- GLOBAL_STEP: 302900 | > loss_disc: 2.44303560256958 (2.3369372167449067) | > loss_disc_real_0: 0.13308575749397278 (0.10929651396430057) | > loss_disc_real_1: 0.20842595398426056 (0.19581942195477692) | > loss_disc_real_2: 0.23288679122924805 (0.2073534940895827) | > loss_disc_real_3: 0.24590042233467102 (0.2265081371086231) | > loss_disc_real_4: 0.25598645210266113 (0.23139034989087479) | > loss_disc_real_5: 0.26198962330818176 (0.2217027590326641) | > loss_0: 2.44303560256958 (2.3369372167449067) | > grad_norm_0: tensor(9.9417, device='cuda:0') (tensor(8.1667, device='cuda:0')) | > loss_gen: 2.447681427001953 (2.487092149430427) | > loss_kl: 2.153012752532959 (1.9108685306880786) | > loss_feat: 6.244905471801758 (6.972890950631404) | > loss_mel: 15.232665061950684 (17.576265652974445) | > loss_duration: 1.9346401691436768 (2.002738762592923) | > loss_1: 28.012907028198242 (30.949856219084367) | > grad_norm_1: tensor(83.0342, device='cuda:0') (tensor(84.2802, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3601 (0.3599557634712993) | > loader_time: 0.0032 (0.0033506690592005634)  --> TIME: 2024-06-11 19:56:49 -- STEP: 94/330 -- GLOBAL_STEP: 302925 | > loss_disc: 2.2992615699768066 (2.3503305912017822) | > loss_disc_real_0: 0.11855775117874146 (0.11101025763027211) | > loss_disc_real_1: 0.20302383601665497 (0.19745733382854055) | > loss_disc_real_2: 0.23327003419399261 (0.2098020632216271) | > loss_disc_real_3: 0.21356745064258575 (0.22806960930849643) | > loss_disc_real_4: 0.23130232095718384 (0.23126506504226238) | > loss_disc_real_5: 0.21686607599258423 (0.22149838554732343) | > loss_0: 2.2992615699768066 (2.3503305912017822) | > grad_norm_0: tensor(13.5239, device='cuda:0') (tensor(8.2296, device='cuda:0')) | > loss_gen: 2.52634859085083 (2.4761853344897005) | > loss_kl: 1.9847549200057983 (1.9208470227870535) | > loss_feat: 7.3255815505981445 (6.9394632755441865) | > loss_mel: 17.139856338500977 (17.498878692058806) | > loss_duration: 2.0002520084381104 (1.9984219873205138) | > loss_1: 30.976791381835938 (30.83379644028684) | > grad_norm_1: tensor(212.0068, device='cuda:0') (tensor(85.1601, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3559 (0.3610115837543569) | > loader_time: 0.0035 (0.0034844089061655896)  --> TIME: 2024-06-11 19:56:59 -- STEP: 119/330 -- GLOBAL_STEP: 302950 | > loss_disc: 2.352050542831421 (2.3480406007846875) | > loss_disc_real_0: 0.14608892798423767 (0.11206842952666163) | > loss_disc_real_1: 0.19242575764656067 (0.19656965311835795) | > loss_disc_real_2: 0.2038886994123459 (0.21027918172483684) | > loss_disc_real_3: 0.21372303366661072 (0.22751505835717464) | > loss_disc_real_4: 0.23667214810848236 (0.2303411362050962) | > loss_disc_real_5: 0.23823489248752594 (0.22134532572842447) | > loss_0: 2.352050542831421 (2.3480406007846875) | > grad_norm_0: tensor(10.9423, device='cuda:0') (tensor(9.1167, device='cuda:0')) | > loss_gen: 2.4988856315612793 (2.47667067992587) | > loss_kl: 1.9494258165359497 (1.9291469229369604) | > loss_feat: 7.451478958129883 (6.966910598658714) | > loss_mel: 18.159276962280273 (17.493020009593803) | > loss_duration: 1.9963350296020508 (2.000894748864053) | > loss_1: 32.05540084838867 (30.86664297600754) | > grad_norm_1: tensor(116.2339, device='cuda:0') (tensor(103.4767, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3709 (0.3620666656173578) | > loader_time: 0.0038 (0.0035876947290757123)  --> TIME: 2024-06-11 19:57:08 -- STEP: 144/330 -- GLOBAL_STEP: 302975 | > loss_disc: 2.346717119216919 (2.350040146046214) | > loss_disc_real_0: 0.14299103617668152 (0.11316749484588705) | > loss_disc_real_1: 0.17401693761348724 (0.19664182679520714) | > loss_disc_real_2: 0.21550586819648743 (0.2114093080163002) | > loss_disc_real_3: 0.22004325687885284 (0.22763293298582235) | > loss_disc_real_4: 0.22260208427906036 (0.2303743294129769) | > loss_disc_real_5: 0.20140738785266876 (0.22052461519423455) | > loss_0: 2.346717119216919 (2.350040146046214) | > grad_norm_0: tensor(40.9220, device='cuda:0') (tensor(11.5546, device='cuda:0')) | > loss_gen: 2.4759461879730225 (2.481212314632203) | > loss_kl: 1.9757436513900757 (1.9334757385982408) | > loss_feat: 7.33152437210083 (6.980127347840203) | > loss_mel: 18.310195922851562 (17.53200413783391) | > loss_duration: 2.000359058380127 (2.0069642629888316) | > loss_1: 32.09376907348633 (30.93378382258945) | > grad_norm_1: tensor(339.0957, device='cuda:0') (tensor(134.7692, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3708 (0.3629023565186395) | > loader_time: 0.0041 (0.003677841689851549)  --> TIME: 2024-06-11 19:57:18 -- STEP: 169/330 -- GLOBAL_STEP: 303000 | > loss_disc: 2.472646713256836 (2.3513994626039576) | > loss_disc_real_0: 0.11074849963188171 (0.11416109929070672) | > loss_disc_real_1: 0.21248549222946167 (0.1966899867064854) | > loss_disc_real_2: 0.22873340547084808 (0.2112072565146452) | > loss_disc_real_3: 0.2273789793252945 (0.22820033318192295) | > loss_disc_real_4: 0.21847938001155853 (0.23020049188969402) | > loss_disc_real_5: 0.20784012973308563 (0.22007717015827902) | > loss_0: 2.472646713256836 (2.3513994626039576) | > grad_norm_0: tensor(14.2857, device='cuda:0') (tensor(14.5494, device='cuda:0')) | > loss_gen: 2.3355298042297363 (2.4943381018892543) | > loss_kl: 1.8526560068130493 (1.942624875779688) | > loss_feat: 6.352418899536133 (6.988101070449197) | > loss_mel: 16.48592758178711 (17.52301326164833) | > loss_duration: 2.057835102081299 (2.011236661990012) | > loss_1: 29.084365844726562 (30.95931404158914) | > grad_norm_1: tensor(232.7122, device='cuda:0') (tensor(164.6075, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3977 (0.36682862501878) | > loader_time: 0.0043 (0.0038003300774026904) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_303000.pth  --> TIME: 2024-06-11 19:57:33 -- STEP: 194/330 -- GLOBAL_STEP: 303025 | > loss_disc: 2.4140892028808594 (2.3556807471304833) | > loss_disc_real_0: 0.21322563290596008 (0.11618726076462221) | > loss_disc_real_1: 0.19253142178058624 (0.19704126889250942) | > loss_disc_real_2: 0.1944669932126999 (0.2117026425206784) | > loss_disc_real_3: 0.27294307947158813 (0.2283436523884842) | > loss_disc_real_4: 0.2594820261001587 (0.2301464255169495) | > loss_disc_real_5: 0.2609713077545166 (0.22004051337537078) | > loss_0: 2.4140892028808594 (2.3556807471304833) | > grad_norm_0: tensor(44.8363, device='cuda:0') (tensor(18.6059, device='cuda:0')) | > loss_gen: 2.628295421600342 (2.4993694234140156) | > loss_kl: 2.0861825942993164 (1.9498749154130208) | > loss_feat: 6.744346618652344 (7.000142707038171) | > loss_mel: 17.416702270507812 (17.50925968111176) | > loss_duration: 2.05251407623291 (2.018989470816149) | > loss_1: 30.92803955078125 (30.977636268458415) | > grad_norm_1: tensor(295.4192, device='cuda:0') (tensor(195.9430, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.3971 (0.3728287588689744) | > loader_time: 0.0055 (0.0039828007983178215)  --> TIME: 2024-06-11 19:57:44 -- STEP: 219/330 -- GLOBAL_STEP: 303050 | > loss_disc: 2.3614108562469482 (2.359219186382208) | > loss_disc_real_0: 0.1249154657125473 (0.11798086277630233) | > loss_disc_real_1: 0.22175639867782593 (0.19804143361304993) | > loss_disc_real_2: 0.19831684231758118 (0.21216632194442836) | > loss_disc_real_3: 0.21793122589588165 (0.22815649415532205) | > loss_disc_real_4: 0.21262651681900024 (0.22988413805014465) | > loss_disc_real_5: 0.2063363790512085 (0.22037387874028455) | > loss_0: 2.3614108562469482 (2.359219186382208) | > grad_norm_0: tensor(16.8057, device='cuda:0') (tensor(20.0809, device='cuda:0')) | > loss_gen: 2.3699584007263184 (2.4966308624232756) | > loss_kl: 2.124328136444092 (1.962226444727754) | > loss_feat: 7.664118766784668 (7.013807605935014) | > loss_mel: 18.214698791503906 (17.46690092130339) | > loss_duration: 2.0874381065368652 (2.0266481697831513) | > loss_1: 32.460540771484375 (30.966214097253808) | > grad_norm_1: tensor(300.6047, device='cuda:0') (tensor(213.2966, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.4004 (0.37826036318252065) | > loader_time: 0.0049 (0.004110336303710937)  --> TIME: 2024-06-11 19:57:54 -- STEP: 244/330 -- GLOBAL_STEP: 303075 | > loss_disc: 2.1958396434783936 (2.35824262216443) | > loss_disc_real_0: 0.1260812133550644 (0.11814709210798878) | > loss_disc_real_1: 0.2263079285621643 (0.19842127649510494) | > loss_disc_real_2: 0.18969012796878815 (0.21182965010893148) | > loss_disc_real_3: 0.22127901017665863 (0.22804689413455667) | > loss_disc_real_4: 0.22233563661575317 (0.22998953531267213) | > loss_disc_real_5: 0.21287646889686584 (0.22046105588068726) | > loss_0: 2.1958396434783936 (2.35824262216443) | > grad_norm_0: tensor(38.9949, device='cuda:0') (tensor(20.5679, device='cuda:0')) | > loss_gen: 2.667853832244873 (2.4928098330732267) | > loss_kl: 1.8560765981674194 (1.9650364469309323) | > loss_feat: 7.432400703430176 (6.999987981358513) | > loss_mel: 16.7840633392334 (17.442477855526043) | > loss_duration: 2.0446550846099854 (2.035505107191742) | > loss_1: 30.785049438476562 (30.93581735892374) | > grad_norm_1: tensor(513.4410, device='cuda:0') (tensor(220.8558, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.4257 (0.3820644236001811) | > loader_time: 0.0057 (0.004229727338572016)  --> TIME: 2024-06-11 19:58:05 -- STEP: 269/330 -- GLOBAL_STEP: 303100 | > loss_disc: 2.3824708461761475 (2.3614460509062707) | > loss_disc_real_0: 0.15957936644554138 (0.11871977403870747) | > loss_disc_real_1: 0.20567075908184052 (0.19833718423063426) | > loss_disc_real_2: 0.2054833471775055 (0.2120305349060151) | > loss_disc_real_3: 0.2252420037984848 (0.228700975503177) | > loss_disc_real_4: 0.24162514507770538 (0.2303444140462627) | > loss_disc_real_5: 0.2218354195356369 (0.22096687826746902) | > loss_0: 2.3824708461761475 (2.3614460509062707) | > grad_norm_0: tensor(25.0530, device='cuda:0') (tensor(20.4363, device='cuda:0')) | > loss_gen: 2.4043474197387695 (2.4879420946965) | > loss_kl: 2.0262529850006104 (1.9711587318257329) | > loss_feat: 6.29432487487793 (7.005601115386282) | > loss_mel: 16.811410903930664 (17.42051280918619) | > loss_duration: 2.1442508697509766 (2.0439410945296723) | > loss_1: 29.680585861206055 (30.92915596660628) | > grad_norm_1: tensor(410.8255, device='cuda:0') (tensor(222.2713, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.4421 (0.386771098388615) | > loader_time: 0.0063 (0.004359164645680706)  --> TIME: 2024-06-11 19:58:17 -- STEP: 294/330 -- GLOBAL_STEP: 303125 | > loss_disc: 2.407545804977417 (2.36330182455024) | > loss_disc_real_0: 0.09682895243167877 (0.11915713235685209) | > loss_disc_real_1: 0.16928355395793915 (0.1983834708324906) | > loss_disc_real_2: 0.19466637074947357 (0.21219660777623958) | > loss_disc_real_3: 0.2439543455839157 (0.22866194897971184) | > loss_disc_real_4: 0.21422432363033295 (0.2300058999130515) | > loss_disc_real_5: 0.17366422712802887 (0.2209699668344997) | > loss_0: 2.407545804977417 (2.36330182455024) | > grad_norm_0: tensor(19.8393, device='cuda:0') (tensor(21.5928, device='cuda:0')) | > loss_gen: 2.4041213989257812 (2.4846277553208034) | > loss_kl: 1.9588221311569214 (1.9748846353316794) | > loss_feat: 7.078728199005127 (7.012117226918537) | > loss_mel: 17.172208786010742 (17.370338540498913) | > loss_duration: 2.1986746788024902 (2.054093731503908) | > loss_1: 30.81255531311035 (30.89606202702944) | > grad_norm_1: tensor(500.2241, device='cuda:0') (tensor(239.6638, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.4784 (0.3927051047889552) | > loader_time: 0.0075 (0.004521189092778836)  --> TIME: 2024-06-11 19:58:30 -- STEP: 319/330 -- GLOBAL_STEP: 303150 | > loss_disc: 2.561713695526123 (2.3658949222684273) | > loss_disc_real_0: 0.1995162069797516 (0.12034821497469113) | > loss_disc_real_1: 0.22902008891105652 (0.19880122988014765) | > loss_disc_real_2: 0.22775785624980927 (0.21225844744044037) | > loss_disc_real_3: 0.2560157775878906 (0.22870258781416664) | > loss_disc_real_4: 0.24776974320411682 (0.23023098595090047) | > loss_disc_real_5: 0.2238471806049347 (0.22106087067657879) | > loss_0: 2.561713695526123 (2.3658949222684273) | > grad_norm_0: tensor(48.7475, device='cuda:0') (tensor(23.4041, device='cuda:0')) | > loss_gen: 2.4815595149993896 (2.4893921804278634) | > loss_kl: 2.082036256790161 (1.9809881452482696) | > loss_feat: 7.587899684906006 (7.039269326248885) | > loss_mel: 16.996217727661133 (17.323000426576435) | > loss_duration: 2.250443696975708 (2.0679872207880763) | > loss_1: 31.398157119750977 (30.900637456242194) | > grad_norm_1: tensor(146.8684, device='cuda:0') (tensor(260.0872, device='cuda:0')) | > current_lr_0: 0.00018436864896082802 | > current_lr_1: 0.00018436864896082802 | > step_time: 0.5505 (0.40244359805666147) | > loader_time: 0.0081 (0.004749332475811711)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2543420791625977 (2.2543420791625977) | > loss_disc_real_0: 0.16236862540245056 (0.16236862540245056) | > loss_disc_real_1: 0.09624125063419342 (0.09624125063419342) | > loss_disc_real_2: 0.2781388759613037 (0.2781388759613037) | > loss_disc_real_3: 0.23849081993103027 (0.23849081993103027) | > loss_disc_real_4: 0.27565133571624756 (0.27565133571624756) | > loss_disc_real_5: 0.17044378817081451 (0.17044378817081451) | > loss_0: 2.2543420791625977 (2.2543420791625977) | > loss_gen: 2.4376726150512695 (2.4376726150512695) | > loss_kl: 2.5560975074768066 (2.5560975074768066) | > loss_feat: 8.000772476196289 (8.000772476196289) | > loss_mel: 17.667259216308594 (17.667259216308594) | > loss_duration: 3.117971897125244 (3.117971897125244) | > loss_1: 33.7797737121582 (33.7797737121582)  --> STEP: 1 | > loss_disc: 2.4540412425994873 (2.4540412425994873) | > loss_disc_real_0: 0.09919244796037674 (0.09919244796037674) | > loss_disc_real_1: 0.19895057380199432 (0.19895057380199432) | > loss_disc_real_2: 0.23478680849075317 (0.23478680849075317) | > loss_disc_real_3: 0.27603772282600403 (0.27603772282600403) | > loss_disc_real_4: 0.2428707778453827 (0.2428707778453827) | > loss_disc_real_5: 0.21144984662532806 (0.21144984662532806) | > loss_0: 2.4540412425994873 (2.4540412425994873) | > loss_gen: 2.2463881969451904 (2.2463881969451904) | > loss_kl: 2.3897147178649902 (2.3897147178649902) | > loss_feat: 4.8527655601501465 (4.8527655601501465) | > loss_mel: 17.61652946472168 (17.61652946472168) | > loss_duration: 2.42453670501709 (2.42453670501709) | > loss_1: 29.52993392944336 (29.52993392944336)  --> STEP: 2 | > loss_disc: 2.384215831756592 (2.4191285371780396) | > loss_disc_real_0: 0.12270313501358032 (0.11094779148697853) | > loss_disc_real_1: 0.1854575127363205 (0.1922040432691574) | > loss_disc_real_2: 0.26356440782546997 (0.24917560815811157) | > loss_disc_real_3: 0.2686628997325897 (0.2723503112792969) | > loss_disc_real_4: 0.25581467151641846 (0.24934272468090057) | > loss_disc_real_5: 0.22988589107990265 (0.22066786885261536) | > loss_0: 2.384215831756592 (2.4191285371780396) | > loss_gen: 2.3076717853546143 (2.2770299911499023) | > loss_kl: 2.6813225746154785 (2.5355186462402344) | > loss_feat: 5.7894768714904785 (5.3211212158203125) | > loss_mel: 17.05231475830078 (17.33442211151123) | > loss_duration: 2.433356285095215 (2.4289464950561523) | > loss_1: 30.264141082763672 (29.897037506103516)  --> STEP: 3 | > loss_disc: 2.3620402812957764 (2.4000991185506186) | > loss_disc_real_0: 0.09358643740415573 (0.10516067345937093) | > loss_disc_real_1: 0.19816799461841583 (0.19419202705224356) | > loss_disc_real_2: 0.27868014574050903 (0.2590104540189107) | > loss_disc_real_3: 0.26043668389320374 (0.2683791021505992) | > loss_disc_real_4: 0.30395904183387756 (0.2675481637318929) | > loss_disc_real_5: 0.29532498121261597 (0.24555357297261557) | > loss_0: 2.3620402812957764 (2.4000991185506186) | > loss_gen: 2.613956928253174 (2.389338970184326) | > loss_kl: 3.1211740970611572 (2.7307371298472085) | > loss_feat: 6.147364616394043 (5.596535682678223) | > loss_mel: 17.571969985961914 (17.413604736328125) | > loss_duration: 2.3051726818084717 (2.3876885573069253) | > loss_1: 31.75963592529297 (30.517903645833332)  --> STEP: 4 | > loss_disc: 2.344951629638672 (2.386312246322632) | > loss_disc_real_0: 0.12322735041379929 (0.10967734269797802) | > loss_disc_real_1: 0.18147370219230652 (0.1910124458372593) | > loss_disc_real_2: 0.23074673116207123 (0.25194452330470085) | > loss_disc_real_3: 0.1990775167942047 (0.25105370581150055) | > loss_disc_real_4: 0.19126160442829132 (0.2484765239059925) | > loss_disc_real_5: 0.19069504737854004 (0.23183894157409668) | > loss_0: 2.344951629638672 (2.386312246322632) | > loss_gen: 2.1973304748535156 (2.3413368463516235) | > loss_kl: 3.172677993774414 (2.84122234582901) | > loss_feat: 6.725376129150391 (5.878745794296265) | > loss_mel: 18.011857986450195 (17.563168048858643) | > loss_duration: 2.383338451385498 (2.3866010308265686) | > loss_1: 32.49058151245117 (31.011073112487793)  --> STEP: 5 | > loss_disc: 2.3250010013580322 (2.374049997329712) | > loss_disc_real_0: 0.10249493271112442 (0.1082408607006073) | > loss_disc_real_1: 0.1479574292898178 (0.182401442527771) | > loss_disc_real_2: 0.2372587025165558 (0.24900735914707184) | > loss_disc_real_3: 0.2445121705532074 (0.24974539875984192) | > loss_disc_real_4: 0.24679021537303925 (0.24813926219940186) | > loss_disc_real_5: 0.1835843175649643 (0.2221880167722702) | > loss_0: 2.3250010013580322 (2.374049997329712) | > loss_gen: 2.267101287841797 (2.326489734649658) | > loss_kl: 2.3531644344329834 (2.7436107635498046) | > loss_feat: 5.797778606414795 (5.862552356719971) | > loss_mel: 19.672042846679688 (17.984943008422853) | > loss_duration: 2.370403528213501 (2.3833615303039553) | > loss_1: 32.46049118041992 (31.30095672607422)  --> STEP: 6 | > loss_disc: 2.267301559448242 (2.3562585910161338) | > loss_disc_real_0: 0.075770303606987 (0.10282910118500392) | > loss_disc_real_1: 0.1556093543767929 (0.17793609450260797) | > loss_disc_real_2: 0.23913268744945526 (0.2473615805308024) | > loss_disc_real_3: 0.24953871965408325 (0.24971095224221548) | > loss_disc_real_4: 0.19515827298164368 (0.23930909732977548) | > loss_disc_real_5: 0.1925477385520935 (0.21724797040224075) | > loss_0: 2.267301559448242 (2.3562585910161338) | > loss_gen: 2.2901508808135986 (2.320433259010315) | > loss_kl: 2.7994801998138428 (2.7529223362604776) | > loss_feat: 5.798458099365234 (5.851869980494182) | > loss_mel: 18.80370330810547 (18.121403058369953) | > loss_duration: 2.1892552375793457 (2.35101048151652) | > loss_1: 31.88104820251465 (31.39763863881429)  --> STEP: 7 | > loss_disc: 2.4751768112182617 (2.373246908187866) | > loss_disc_real_0: 0.186395525932312 (0.11476716186319079) | > loss_disc_real_1: 0.1807737648487091 (0.17834147598062242) | > loss_disc_real_2: 0.25293800234794617 (0.2481582122189658) | > loss_disc_real_3: 0.2688031494617462 (0.25243840898786274) | > loss_disc_real_4: 0.22380179166793823 (0.23709376794951303) | > loss_disc_real_5: 0.18810735642910004 (0.21308502554893494) | > loss_0: 2.4751768112182617 (2.373246908187866) | > loss_gen: 2.1889572143554688 (2.3016509669167653) | > loss_kl: 3.8163933753967285 (2.9048467704227994) | > loss_feat: 7.159392356872559 (6.038658891405378) | > loss_mel: 18.301910400390625 (18.147189821515763) | > loss_duration: 2.5786590576171875 (2.3835317066737582) | > loss_1: 34.045310974121094 (31.77587754385812)  --> STEP: 8 | > loss_disc: 2.3748488426208496 (2.373447149991989) | > loss_disc_real_0: 0.18414276838302612 (0.1234391126781702) | > loss_disc_real_1: 0.1452133059501648 (0.17420045472681522) | > loss_disc_real_2: 0.2650342285633087 (0.25026771426200867) | > loss_disc_real_3: 0.18951158225536346 (0.24457255564630032) | > loss_disc_real_4: 0.2683197259902954 (0.24099701270461082) | > loss_disc_real_5: 0.22604140639305115 (0.21470457315444946) | > loss_0: 2.3748488426208496 (2.373447149991989) | > loss_gen: 2.385917901992798 (2.3121843338012695) | > loss_kl: 3.45095157623291 (2.973109871149063) | > loss_feat: 8.136486053466797 (6.300887286663055) | > loss_mel: 16.39841079711914 (17.928592443466187) | > loss_duration: 2.2848451137542725 (2.3711958825588226) | > loss_1: 32.65660858154297 (31.885968923568726)  --> STEP: 9 | > loss_disc: 2.4922637939453125 (2.386648999320136) | > loss_disc_real_0: 0.17021161317825317 (0.1286360571781794) | > loss_disc_real_1: 0.135144904255867 (0.1698609491189321) | > loss_disc_real_2: 0.33052709698677063 (0.25918542345364887) | > loss_disc_real_3: 0.28838586807250977 (0.2494407014714347) | > loss_disc_real_4: 0.2645499110221863 (0.24361400140656364) | > loss_disc_real_5: 0.2738739550113678 (0.22127894891632927) | > loss_0: 2.4922637939453125 (2.386648999320136) | > loss_gen: 2.5126075744628906 (2.334453582763672) | > loss_kl: 3.2719566822052 (3.006315072377523) | > loss_feat: 8.98597526550293 (6.599230395423041) | > loss_mel: 18.753881454467773 (18.020291222466362) | > loss_duration: 2.1660871505737305 (2.348406023449368) | > loss_1: 35.69050979614258 (32.30869568718804)  --> STEP: 10 | > loss_disc: 2.451509952545166 (2.393135094642639) | > loss_disc_real_0: 0.1545342206954956 (0.13122587352991105) | > loss_disc_real_1: 0.15358638763427734 (0.1682334929704666) | > loss_disc_real_2: 0.39983445405960083 (0.2732503265142441) | > loss_disc_real_3: 0.29743146896362305 (0.2542397782206535) | > loss_disc_real_4: 0.26686346530914307 (0.2459389477968216) | > loss_disc_real_5: 0.28181034326553345 (0.22733208835124968) | > loss_0: 2.451509952545166 (2.393135094642639) | > loss_gen: 2.664156675338745 (2.367423892021179) | > loss_kl: 2.897486686706543 (2.995432233810425) | > loss_feat: 5.037303924560547 (6.443037748336792) | > loss_mel: 16.262203216552734 (17.844482421875) | > loss_duration: 2.307025194168091 (2.3442679405212403) | > loss_1: 29.168176651000977 (31.994643783569337)  --> STEP: 11 | > loss_disc: 2.5896944999694824 (2.411004131490534) | > loss_disc_real_0: 0.23200656473636627 (0.1403877545486797) | > loss_disc_real_1: 0.1268901526927948 (0.16447500749067825) | > loss_disc_real_2: 0.3331073522567749 (0.2786918743090196) | > loss_disc_real_3: 0.27354809641838074 (0.25599507987499237) | > loss_disc_real_4: 0.23965901136398315 (0.24536804448474536) | > loss_disc_real_5: 0.2302536517381668 (0.22759768502278763) | > loss_0: 2.5896944999694824 (2.411004131490534) | > loss_gen: 2.362912893295288 (2.3670138012279165) | > loss_kl: 3.18349027633667 (3.012528419494629) | > loss_feat: 6.7845940589904785 (6.474088322032582) | > loss_mel: 16.969444274902344 (17.76493349942294) | > loss_duration: 2.5390713214874268 (2.3619773387908936) | > loss_1: 31.839513778686523 (31.980541055852715)  --> STEP: 12 | > loss_disc: 2.6095170974731445 (2.4275468786557517) | > loss_disc_real_0: 0.10297667980194092 (0.13727016498645148) | > loss_disc_real_1: 0.21592923998832703 (0.16876286019881567) | > loss_disc_real_2: 0.24406391382217407 (0.2758062109351158) | > loss_disc_real_3: 0.2433805614709854 (0.2549438700079918) | > loss_disc_real_4: 0.27118682861328125 (0.24751960982879004) | > loss_disc_real_5: 0.24840541183948517 (0.22933166225751242) | > loss_0: 2.6095170974731445 (2.4275468786557517) | > loss_gen: 2.068925380706787 (2.3421730995178223) | > loss_kl: 2.6534597873687744 (2.982606033484141) | > loss_feat: 5.933875560760498 (6.429070591926575) | > loss_mel: 18.284278869628906 (17.808212280273438) | > loss_duration: 2.236175537109375 (2.351493855317434) | > loss_1: 31.176715850830078 (31.91355562210083)  --> STEP: 13 | > loss_disc: 2.324307680130005 (2.419605401846079) | > loss_disc_real_0: 0.11567570269107819 (0.135609052502192) | > loss_disc_real_1: 0.16873674094676971 (0.16876085102558136) | > loss_disc_real_2: 0.32059645652770996 (0.27925161444223845) | > loss_disc_real_3: 0.2121771275997162 (0.25165412059197056) | > loss_disc_real_4: 0.26073262095451355 (0.24853599529999953) | > loss_disc_real_5: 0.1909675896167755 (0.2263805797466865) | > loss_0: 2.324307680130005 (2.419605401846079) | > loss_gen: 2.408909320831299 (2.3473066550034742) | > loss_kl: 3.105219602584839 (2.992037846491887) | > loss_feat: 6.3017168045043945 (6.419274146740253) | > loss_mel: 14.982013702392578 (17.590812389667217) | > loss_duration: 2.286586284637451 (2.346500965265127) | > loss_1: 29.08444595336914 (31.69593180142916)  --> STEP: 14 | > loss_disc: 2.218141555786133 (2.4052151271275113) | > loss_disc_real_0: 0.14056017994880676 (0.13596270446266448) | > loss_disc_real_1: 0.12684302031993866 (0.1657667202608926) | > loss_disc_real_2: 0.29712268710136414 (0.280528119632176) | > loss_disc_real_3: 0.26430028676986694 (0.252557418176106) | > loss_disc_real_4: 0.2538740634918213 (0.24891728588512965) | > loss_disc_real_5: 0.20111635327339172 (0.22457599214145116) | > loss_0: 2.218141555786133 (2.4052151271275113) | > loss_gen: 2.810588836669922 (2.3803982394082204) | > loss_kl: 3.6122424602508545 (3.036338176046099) | > loss_feat: 7.0490946769714355 (6.464261327471052) | > loss_mel: 19.108436584472656 (17.699214117867605) | > loss_duration: 2.414334297180176 (2.3513462032590593) | > loss_1: 34.994693756103516 (31.931557655334473)  --> STEP: 15 | > loss_disc: 2.5877180099487305 (2.417381985982259) | > loss_disc_real_0: 0.10503268241882324 (0.13390070299307505) | > loss_disc_real_1: 0.1598294973373413 (0.1653709053993225) | > loss_disc_real_2: 0.320830374956131 (0.283214936653773) | > loss_disc_real_3: 0.2623272240161896 (0.2532087385654449) | > loss_disc_real_4: 0.19282570481300354 (0.24517784714698793) | > loss_disc_real_5: 0.19465112686157227 (0.22258100112279255) | > loss_0: 2.5877180099487305 (2.417381985982259) | > loss_gen: 1.9954283237457275 (2.3547335783640544) | > loss_kl: 3.2205681800842285 (3.048620176315308) | > loss_feat: 6.497157573699951 (6.466454410552979) | > loss_mel: 18.081829071044922 (17.72472178141276) | > loss_duration: 2.4186573028564453 (2.3558336098988852) | > loss_1: 32.21363830566406 (31.950363032023112)  --> STEP: 16 | > loss_disc: 2.4472098350524902 (2.4192462265491486) | > loss_disc_real_0: 0.11271362006664276 (0.13257651031017303) | > loss_disc_real_1: 0.1624227613210678 (0.1651866463944316) | > loss_disc_real_2: 0.34502944350242615 (0.2870783433318138) | > loss_disc_real_3: 0.3139498233795166 (0.25700505636632437) | > loss_disc_real_4: 0.2657460570335388 (0.24646336026489735) | > loss_disc_real_5: 0.22288937866687775 (0.22260027471929789) | > loss_0: 2.4472098350524902 (2.4192462265491486) | > loss_gen: 2.4378693103790283 (2.3599295616149902) | > loss_kl: 3.4140260219573975 (3.0714580416679382) | > loss_feat: 6.703059673309326 (6.48124223947525) | > loss_mel: 16.553281784057617 (17.651506781578064) | > loss_duration: 2.364470958709717 (2.356373444199562) | > loss_1: 31.47270965576172 (31.920509696006775)  --> STEP: 17 | > loss_disc: 2.5133798122406006 (2.4247834962957047) | > loss_disc_real_0: 0.13797226548194885 (0.13289390767321868) | > loss_disc_real_1: 0.1990605592727661 (0.16717922950492187) | > loss_disc_real_2: 0.348264217376709 (0.2906775123932782) | > loss_disc_real_3: 0.29318898916244507 (0.2591335230013903) | > loss_disc_real_4: 0.21269625425338745 (0.2444770599112791) | > loss_disc_real_5: 0.23815105855464935 (0.22351502670961268) | > loss_0: 2.5133798122406006 (2.4247834962957047) | > loss_gen: 2.294125556945801 (2.3560587378109203) | > loss_kl: 1.9293473958969116 (3.0042750625049366) | > loss_feat: 6.108766078948975 (6.459331877091351) | > loss_mel: 17.63511848449707 (17.65054276410271) | > loss_duration: 2.4478912353515625 (2.3617568436790917) | > loss_1: 30.41524887084961 (31.831964941585767)  --> STEP: 18 | > loss_disc: 2.3489208221435547 (2.420568903287252) | > loss_disc_real_0: 0.09017657488584518 (0.13052072251836458) | > loss_disc_real_1: 0.13634991645812988 (0.16546648989121118) | > loss_disc_real_2: 0.21595799922943115 (0.2865264283286201) | > loss_disc_real_3: 0.3337789475917816 (0.2632804910341898) | > loss_disc_real_4: 0.2841127812862396 (0.24667904443211025) | > loss_disc_real_5: 0.21907757222652435 (0.22326850146055222) | > loss_0: 2.3489208221435547 (2.420568903287252) | > loss_gen: 2.4576618671417236 (2.361703356107076) | > loss_kl: 2.76450777053833 (2.990954657395681) | > loss_feat: 8.264364242553711 (6.559611452950372) | > loss_mel: 19.026086807250977 (17.726961877610947) | > loss_duration: 2.232849359512329 (2.354595316780938) | > loss_1: 34.74546813964844 (31.993826230367024)  --> STEP: 19 | > loss_disc: 2.570934772491455 (2.4284828964032625) | > loss_disc_real_0: 0.18110792338848114 (0.1331832067746865) | > loss_disc_real_1: 0.16486042737960815 (0.16543459186428472) | > loss_disc_real_2: 0.33954310417175293 (0.28931677968878494) | > loss_disc_real_3: 0.2436436265707016 (0.26224697185190093) | > loss_disc_real_4: 0.24707399308681488 (0.2466998312034105) | > loss_disc_real_5: 0.20481982827186584 (0.22229751866114766) | > loss_0: 2.570934772491455 (2.4284828964032625) | > loss_gen: 2.1334047317504883 (2.3496876390356767) | > loss_kl: 2.1753149032592773 (2.9480262492832385) | > loss_feat: 5.847739219665527 (6.522144493303801) | > loss_mel: 16.734365463256836 (17.674719961065996) | > loss_duration: 2.365302801132202 (2.3551588685888993) | > loss_1: 29.256126403808594 (31.84973676581132)  --> STEP: 20 | > loss_disc: 2.3451218605041504 (2.4243148446083067) | > loss_disc_real_0: 0.12336619943380356 (0.13269235640764238) | > loss_disc_real_1: 0.14594507217407227 (0.1644601158797741) | > loss_disc_real_2: 0.25613975524902344 (0.2876579284667969) | > loss_disc_real_3: 0.2566761374473572 (0.2619684301316737) | > loss_disc_real_4: 0.26647159457206726 (0.24768841937184333) | > loss_disc_real_5: 0.2427726536989212 (0.22332127541303634) | > loss_0: 2.3451218605041504 (2.4243148446083067) | > loss_gen: 2.3731579780578613 (2.350861155986786) | > loss_kl: 2.605135202407837 (2.930881696939468) | > loss_feat: 6.396613121032715 (6.515867924690246) | > loss_mel: 18.630876541137695 (17.72252779006958) | > loss_duration: 2.350762367248535 (2.354939043521881) | > loss_1: 32.356544494628906 (31.875077152252196)  --> STEP: 21 | > loss_disc: 2.4728190898895264 (2.4266245705740794) | > loss_disc_real_0: 0.0849979966878891 (0.13042119642098746) | > loss_disc_real_1: 0.22926221787929535 (0.1675459302607037) | > loss_disc_real_2: 0.3537965714931488 (0.2908073876585279) | > loss_disc_real_3: 0.3122522234916687 (0.26436289648214967) | > loss_disc_real_4: 0.22311872243881226 (0.24651843380360378) | > loss_disc_real_5: 0.2373073548078537 (0.22398727919374192) | > loss_0: 2.4728190898895264 (2.4266245705740794) | > loss_gen: 2.3629822731018066 (2.351438352039882) | > loss_kl: 3.5693306922912598 (2.9612840300514582) | > loss_feat: 5.662475109100342 (6.475230171566918) | > loss_mel: 15.83233642578125 (17.63251867748442) | > loss_duration: 2.0995590686798096 (2.3427780923389254) | > loss_1: 29.526683807373047 (31.763248897734144)  --> STEP: 22 | > loss_disc: 2.4745166301727295 (2.428801482374018) | > loss_disc_real_0: 0.12314572930335999 (0.1300904933701862) | > loss_disc_real_1: 0.1649697721004486 (0.16742883216251028) | > loss_disc_real_2: 0.2771165668964386 (0.2901850776238875) | > loss_disc_real_3: 0.20907913148403168 (0.2618499980731443) | > loss_disc_real_4: 0.19674651324748993 (0.24425607377832587) | > loss_disc_real_5: 0.18350772559642792 (0.2221472994847731) | > loss_0: 2.4745166301727295 (2.428801482374018) | > loss_gen: 2.0737366676330566 (2.338815548203208) | > loss_kl: 2.3445796966552734 (2.933252014897086) | > loss_feat: 7.026329040527344 (6.500280120156028) | > loss_mel: 19.765867233276367 (17.72948906638405) | > loss_duration: 2.1981921195983887 (2.336206002668901) | > loss_1: 33.4087028503418 (31.83804225921631)  --> STEP: 23 | > loss_disc: 2.605523109436035 (2.4364850313767143) | > loss_disc_real_0: 0.182089164853096 (0.13235130517379098) | > loss_disc_real_1: 0.20169483125209808 (0.16891865820988367) | > loss_disc_real_2: 0.27578386664390564 (0.2895589380160622) | > loss_disc_real_3: 0.3151150047779083 (0.2641658679298732) | > loss_disc_real_4: 0.23229791224002838 (0.24373615371144336) | > loss_disc_real_5: 0.22295580804347992 (0.22218245203080383) | > loss_0: 2.605523109436035 (2.4364850313767143) | > loss_gen: 2.311074733734131 (2.3376094258349873) | > loss_kl: 2.4580492973327637 (2.9125910271768984) | > loss_feat: 5.236617088317871 (6.445338249206543) | > loss_mel: 15.325448036193848 (17.6249655433323) | > loss_duration: 2.2301249504089355 (2.3315937830054243) | > loss_1: 27.561315536499023 (31.652097619098164)  --> STEP: 24 | > loss_disc: 2.357565402984619 (2.433196713527044) | > loss_disc_real_0: 0.09721305966377258 (0.13088721161087355) | > loss_disc_real_1: 0.11009024828672409 (0.16646747446308535) | > loss_disc_real_2: 0.21775156259536743 (0.28656696404019993) | > loss_disc_real_3: 0.2016359269618988 (0.26156045372287423) | > loss_disc_real_4: 0.22811631858348846 (0.24308532724777857) | > loss_disc_real_5: 0.18732194602489471 (0.2207299309472243) | > loss_0: 2.357565402984619 (2.433196713527044) | > loss_gen: 2.011362075805664 (2.3240157862504325) | > loss_kl: 2.87227725982666 (2.9109112868706384) | > loss_feat: 7.176748275756836 (6.475813666979472) | > loss_mel: 18.165571212768555 (17.64749077955881) | > loss_duration: 2.4535233974456787 (2.3366741836071014) | > loss_1: 32.679481506347656 (31.694905281066895)  --> STEP: 25 | > loss_disc: 2.4943413734436035 (2.435642499923706) | > loss_disc_real_0: 0.057468920946121216 (0.12795047998428344) | > loss_disc_real_1: 0.12402119487524033 (0.16476962327957154) | > loss_disc_real_2: 0.29743844270706177 (0.2870018231868744) | > loss_disc_real_3: 0.28691279888153076 (0.2625745475292205) | > loss_disc_real_4: 0.28290116786956787 (0.24467796087265015) | > loss_disc_real_5: 0.27201908826828003 (0.22278149724006652) | > loss_0: 2.4943413734436035 (2.435642499923706) | > loss_gen: 2.317152261734009 (2.323741245269775) | > loss_kl: 2.8691558837890625 (2.9092410707473757) | > loss_feat: 7.739999771118164 (6.526381111145019) | > loss_mel: 18.275781631469727 (17.67262241363525) | > loss_duration: 2.385563373565674 (2.338629751205444) | > loss_1: 33.58765411376953 (31.770615234375)  --> STEP: 26 | > loss_disc: 2.7391960620880127 (2.4473176369300256) | > loss_disc_real_0: 0.09662525355815887 (0.12674566358327866) | > loss_disc_real_1: 0.15752056241035461 (0.16449081324614012) | > loss_disc_real_2: 0.17329904437065125 (0.28262863938625044) | > loss_disc_real_3: 0.18595363199710846 (0.2596275892395239) | > loss_disc_real_4: 0.19337475299835205 (0.24270476056979254) | > loss_disc_real_5: 0.194876566529274 (0.22170823067426682) | > loss_0: 2.7391960620880127 (2.4473176369300256) | > loss_gen: 1.626158595085144 (2.296911143339597) | > loss_kl: 2.4032723903656006 (2.889780736886538) | > loss_feat: 10.037201881408691 (6.661412679232084) | > loss_mel: 11.961764335632324 (17.452974026019753) | > loss_duration: 2.310271739959717 (2.337539058465224) | > loss_1: 28.338668823242188 (31.638617295485275) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024486138270451473 (+0.00016924051138070923) | > avg_loss_disc: 2.4473176369300256 (-0.03761546428386975) | > avg_loss_disc_real_0: 0.12674566358327866 (-0.05755938159731719) | > avg_loss_disc_real_1: 0.16449081324614012 (-0.060620118219118835) | > avg_loss_disc_real_2: 0.28262863938625044 (+0.08463053577221358) | > avg_loss_disc_real_3: 0.2596275892395239 (-0.011191131976934665) | > avg_loss_disc_real_4: 0.24270476056979254 (+0.042791819916321694) | > avg_loss_disc_real_5: 0.22170823067426682 (+0.012874901294708252) | > avg_loss_0: 2.4473176369300256 (-0.03761546428386975) | > avg_loss_gen: 2.296911143339597 (-0.0677642730566177) | > avg_loss_kl: 2.889780736886538 (+0.10736453533172607) | > avg_loss_feat: 6.661412679232084 (-0.035904334141657834) | > avg_loss_mel: 17.452974026019753 (+0.15405761278592323) | > avg_loss_duration: 2.337539058465224 (+0.018151851800771723) | > avg_loss_1: 31.638617295485275 (+0.1759050809419982)  > EPOCH: 652/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 19:58:56)   --> TIME: 2024-06-11 19:59:03 -- STEP: 14/330 -- GLOBAL_STEP: 303175 | > loss_disc: 2.2998528480529785 (2.3168477501188005) | > loss_disc_real_0: 0.10447948426008224 (0.10930576547980309) | > loss_disc_real_1: 0.23231691122055054 (0.19368211392845427) | > loss_disc_real_2: 0.24159397184848785 (0.20854741122041429) | > loss_disc_real_3: 0.22574390470981598 (0.21904709190130234) | > loss_disc_real_4: 0.1907622218132019 (0.2413425381694521) | > loss_disc_real_5: 0.19276517629623413 (0.22603147796222142) | > loss_0: 2.2998528480529785 (2.3168477501188005) | > grad_norm_0: tensor(4.6940, device='cuda:0') (tensor(7.6974, device='cuda:0')) | > loss_gen: 2.5211849212646484 (2.509880082947867) | > loss_kl: 2.1046104431152344 (1.9276737996510096) | > loss_feat: 7.3623127937316895 (6.841258662087577) | > loss_mel: 17.49712562561035 (17.793674468994144) | > loss_duration: 2.0127415657043457 (2.0843539408275054) | > loss_1: 31.497974395751953 (31.156840869358607) | > grad_norm_1: tensor(73.6342, device='cuda:0') (tensor(92.2021, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3491 (0.3611515930720738) | > loader_time: 0.0029 (0.003145183835710798)  --> TIME: 2024-06-11 19:59:12 -- STEP: 39/330 -- GLOBAL_STEP: 303200 | > loss_disc: 2.2303762435913086 (2.3284585781586475) | > loss_disc_real_0: 0.09755874425172806 (0.11019876102606456) | > loss_disc_real_1: 0.19758008420467377 (0.19458998625095075) | > loss_disc_real_2: 0.24233710765838623 (0.21072952487529853) | > loss_disc_real_3: 0.21248002350330353 (0.22258758812378615) | > loss_disc_real_4: 0.20905062556266785 (0.23203831070508713) | > loss_disc_real_5: 0.1941755712032318 (0.22072959481141505) | > loss_0: 2.2303762435913086 (2.3284585781586475) | > grad_norm_0: tensor(8.4038, device='cuda:0') (tensor(8.9154, device='cuda:0')) | > loss_gen: 2.6409153938293457 (2.519142963947394) | > loss_kl: 2.0378007888793945 (1.9397013768171654) | > loss_feat: 8.188825607299805 (7.095569891807361) | > loss_mel: 17.842647552490234 (17.71770262106871) | > loss_duration: 1.9996192455291748 (2.0244780045289255) | > loss_1: 32.709808349609375 (31.296594815376476) | > grad_norm_1: tensor(84.1204, device='cuda:0') (tensor(86.0686, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3541 (0.35771736120566344) | > loader_time: 0.0035 (0.0032403163420848357)  --> TIME: 2024-06-11 19:59:21 -- STEP: 64/330 -- GLOBAL_STEP: 303225 | > loss_disc: 2.322993516921997 (2.3348991610109806) | > loss_disc_real_0: 0.09153354912996292 (0.10906800674274564) | > loss_disc_real_1: 0.1851245015859604 (0.19496116973459723) | > loss_disc_real_2: 0.22337597608566284 (0.21022783871740103) | > loss_disc_real_3: 0.22601532936096191 (0.2263994172681123) | > loss_disc_real_4: 0.2436670958995819 (0.23228747118264437) | > loss_disc_real_5: 0.22248077392578125 (0.22280041431076825) | > loss_0: 2.322993516921997 (2.3348991610109806) | > grad_norm_0: tensor(6.0826, device='cuda:0') (tensor(9.1471, device='cuda:0')) | > loss_gen: 2.459805727005005 (2.502247855067253) | > loss_kl: 1.867404580116272 (1.9322301987558603) | > loss_feat: 7.764734745025635 (7.0926602855324745) | > loss_mel: 17.642404556274414 (17.650670439004898) | > loss_duration: 1.9698952436447144 (2.005649046972394) | > loss_1: 31.70424461364746 (31.18345782160759) | > grad_norm_1: tensor(63.2002, device='cuda:0') (tensor(95.4934, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3788 (0.36347363516688347) | > loader_time: 0.0036 (0.003460254520177841)  --> TIME: 2024-06-11 19:59:31 -- STEP: 89/330 -- GLOBAL_STEP: 303250 | > loss_disc: 2.302696943283081 (2.338513427905822) | > loss_disc_real_0: 0.12280992418527603 (0.11104761398910137) | > loss_disc_real_1: 0.16545116901397705 (0.19546403694018893) | > loss_disc_real_2: 0.2195611596107483 (0.21186702706840602) | > loss_disc_real_3: 0.20500244200229645 (0.2263044865613573) | > loss_disc_real_4: 0.2342260181903839 (0.2308863825007771) | > loss_disc_real_5: 0.2369198054075241 (0.2214938591370422) | > loss_0: 2.302696943283081 (2.338513427905822) | > grad_norm_0: tensor(6.1169, device='cuda:0') (tensor(9.4151, device='cuda:0')) | > loss_gen: 2.5360372066497803 (2.4944719919997653) | > loss_kl: 1.9222601652145386 (1.9378176271245722) | > loss_feat: 7.228572845458984 (7.072927796438838) | > loss_mel: 17.269624710083008 (17.56159481305755) | > loss_duration: 1.9995601177215576 (1.9981644970647405) | > loss_1: 30.9560546875 (31.06497670291515) | > grad_norm_1: tensor(46.6624, device='cuda:0') (tensor(96.1921, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3806 (0.3666829553882727) | > loader_time: 0.0035 (0.0035812104685922688)  --> TIME: 2024-06-11 19:59:41 -- STEP: 114/330 -- GLOBAL_STEP: 303275 | > loss_disc: 2.348642110824585 (2.3410217678337766) | > loss_disc_real_0: 0.11778341233730316 (0.11188571442637527) | > loss_disc_real_1: 0.24758683145046234 (0.195755669422317) | > loss_disc_real_2: 0.21388566493988037 (0.21136060788443214) | > loss_disc_real_3: 0.23626886308193207 (0.22676206902976623) | > loss_disc_real_4: 0.2260640561580658 (0.22999022809559838) | > loss_disc_real_5: 0.19809365272521973 (0.22120733990481026) | > loss_0: 2.348642110824585 (2.3410217678337766) | > grad_norm_0: tensor(6.8116, device='cuda:0') (tensor(9.5503, device='cuda:0')) | > loss_gen: 2.6340649127960205 (2.492773076944184) | > loss_kl: 2.1476380825042725 (1.9418315364603411) | > loss_feat: 7.575486660003662 (7.096762707358913) | > loss_mel: 18.46143341064453 (17.55512931054099) | > loss_duration: 2.0246922969818115 (2.0000044672112716) | > loss_1: 32.84331512451172 (31.086501121520996) | > grad_norm_1: tensor(50.3789, device='cuda:0') (tensor(97.5257, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3751 (0.37141076514595434) | > loader_time: 0.0036 (0.003633444769340649)  --> TIME: 2024-06-11 19:59:50 -- STEP: 139/330 -- GLOBAL_STEP: 303300 | > loss_disc: 2.2286362648010254 (2.345313998435041) | > loss_disc_real_0: 0.11388726532459259 (0.11297610707634645) | > loss_disc_real_1: 0.13926498591899872 (0.1959051041723155) | > loss_disc_real_2: 0.18401999771595 (0.21165162957400727) | > loss_disc_real_3: 0.21289142966270447 (0.2272003334846428) | > loss_disc_real_4: 0.21486245095729828 (0.22990568721894739) | > loss_disc_real_5: 0.17769604921340942 (0.22189516804629952) | > loss_0: 2.2286362648010254 (2.345313998435041) | > grad_norm_0: tensor(13.4004, device='cuda:0') (tensor(10.4444, device='cuda:0')) | > loss_gen: 2.5838654041290283 (2.4875449722619365) | > loss_kl: 2.095231533050537 (1.9530568182897226) | > loss_feat: 7.806188583374023 (7.065509899057073) | > loss_mel: 17.446590423583984 (17.568327944913356) | > loss_duration: 2.079388380050659 (2.0056020407367954) | > loss_1: 32.01126480102539 (31.080041720712785) | > grad_norm_1: tensor(210.9077, device='cuda:0') (tensor(108.2409, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3908 (0.3737509473622274) | > loader_time: 0.0041 (0.0037522882008724076)  --> TIME: 2024-06-11 20:00:00 -- STEP: 164/330 -- GLOBAL_STEP: 303325 | > loss_disc: 2.4069743156433105 (2.3523115704699262) | > loss_disc_real_0: 0.1288853883743286 (0.11388389629925169) | > loss_disc_real_1: 0.20828822255134583 (0.19633392299093844) | > loss_disc_real_2: 0.2247833013534546 (0.2125331291520014) | > loss_disc_real_3: 0.2591846287250519 (0.2282219364693979) | > loss_disc_real_4: 0.2668183743953705 (0.2308909493248637) | > loss_disc_real_5: 0.2136598527431488 (0.22225330115818395) | > loss_0: 2.4069743156433105 (2.3523115704699262) | > grad_norm_0: tensor(16.9184, device='cuda:0') (tensor(11.4107, device='cuda:0')) | > loss_gen: 2.4331226348876953 (2.483052124337453) | > loss_kl: 2.0025875568389893 (1.9591352910530277) | > loss_feat: 6.216750621795654 (7.047048030830011) | > loss_mel: 16.68170166015625 (17.56696580677498) | > loss_duration: 2.0901832580566406 (2.0090712497874015) | > loss_1: 29.424345016479492 (31.065272563841283) | > grad_norm_1: tensor(277.2406, device='cuda:0') (tensor(128.3910, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.3813 (0.37564801588291075) | > loader_time: 0.0044 (0.003866559121666885)  --> TIME: 2024-06-11 20:00:10 -- STEP: 189/330 -- GLOBAL_STEP: 303350 | > loss_disc: 2.511930465698242 (2.3557462086753254) | > loss_disc_real_0: 0.1452757716178894 (0.11539212626124186) | > loss_disc_real_1: 0.2262115627527237 (0.1964021514332483) | > loss_disc_real_2: 0.24268080294132233 (0.21253058062028632) | > loss_disc_real_3: 0.2639409899711609 (0.22838381823723908) | > loss_disc_real_4: 0.2496088743209839 (0.23049524237239172) | > loss_disc_real_5: 0.30518749356269836 (0.22227659569215522) | > loss_0: 2.511930465698242 (2.3557462086753254) | > grad_norm_0: tensor(73.2011, device='cuda:0') (tensor(13.3231, device='cuda:0')) | > loss_gen: 2.512925386428833 (2.478451808293661) | > loss_kl: 2.0215635299682617 (1.9640962371119746) | > loss_feat: 7.122918128967285 (7.024921361731474) | > loss_mel: 17.150524139404297 (17.52650143355919) | > loss_duration: 2.082097291946411 (2.016311391951547) | > loss_1: 30.890029907226562 (31.010282294460076) | > grad_norm_1: tensor(405.7463, device='cuda:0') (tensor(150.2874, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.4022 (0.3781825953690463) | > loader_time: 0.0047 (0.003975330837189203)  --> TIME: 2024-06-11 20:00:21 -- STEP: 214/330 -- GLOBAL_STEP: 303375 | > loss_disc: 2.332174777984619 (2.3516726605246006) | > loss_disc_real_0: 0.13368797302246094 (0.11603013937857663) | > loss_disc_real_1: 0.18572425842285156 (0.19606091339732992) | > loss_disc_real_2: 0.2517780661582947 (0.21232549101114273) | > loss_disc_real_3: 0.2636041045188904 (0.22821705976379253) | > loss_disc_real_4: 0.228251650929451 (0.22901069052587045) | > loss_disc_real_5: 0.20914927124977112 (0.22149491491161774) | > loss_0: 2.332174777984619 (2.3516726605246006) | > grad_norm_0: tensor(7.1275, device='cuda:0') (tensor(15.3379, device='cuda:0')) | > loss_gen: 2.639547824859619 (2.4924174536054395) | > loss_kl: 1.8631906509399414 (1.9696810239943388) | > loss_feat: 6.396803379058838 (7.0495260029195626) | > loss_mel: 17.401853561401367 (17.49585765321678) | > loss_duration: 2.1184237003326416 (2.024307538415785) | > loss_1: 30.419818878173828 (31.03178974401171) | > grad_norm_1: tensor(662.8495, device='cuda:0') (tensor(177.4245, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.4091 (0.38191076082603953) | > loader_time: 0.0053 (0.004094444702718858)  --> TIME: 2024-06-11 20:00:32 -- STEP: 239/330 -- GLOBAL_STEP: 303400 | > loss_disc: 2.309070587158203 (2.35724333739181) | > loss_disc_real_0: 0.0796668604016304 (0.11673031901652343) | > loss_disc_real_1: 0.18961073458194733 (0.19730642057612346) | > loss_disc_real_2: 0.18959444761276245 (0.2123458141687026) | > loss_disc_real_3: 0.22096006572246552 (0.22853085729118172) | > loss_disc_real_4: 0.20054252445697784 (0.22955619135411715) | > loss_disc_real_5: 0.18141454458236694 (0.22135239739797105) | > loss_0: 2.309070587158203 (2.35724333739181) | > grad_norm_0: tensor(50.4749, device='cuda:0') (tensor(18.8733, device='cuda:0')) | > loss_gen: 2.5388941764831543 (2.4945973861167636) | > loss_kl: 2.119429111480713 (1.973246652212103) | > loss_feat: 7.468878269195557 (7.0313693449587005) | > loss_mel: 16.977394104003906 (17.456518791709488) | > loss_duration: 2.0612659454345703 (2.032781000416648) | > loss_1: 31.165861129760742 (30.988513228284763) | > grad_norm_1: tensor(504.2545, device='cuda:0') (tensor(199.4998, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.428 (0.3856067787154449) | > loader_time: 0.0054 (0.004225026613498829)  --> TIME: 2024-06-11 20:00:43 -- STEP: 264/330 -- GLOBAL_STEP: 303425 | > loss_disc: 2.3203890323638916 (2.3569068330706977) | > loss_disc_real_0: 0.08445443212985992 (0.11743218642236157) | > loss_disc_real_1: 0.19668231904506683 (0.19762328159854262) | > loss_disc_real_2: 0.20761479437351227 (0.21221026885464336) | > loss_disc_real_3: 0.23122379183769226 (0.2284670402154778) | > loss_disc_real_4: 0.2399027794599533 (0.2292384019855297) | > loss_disc_real_5: 0.20868484675884247 (0.2210952483794906) | > loss_0: 2.3203890323638916 (2.3569068330706977) | > grad_norm_0: tensor(36.3672, device='cuda:0') (tensor(19.9056, device='cuda:0')) | > loss_gen: 2.4859960079193115 (2.4943667198672452) | > loss_kl: 2.1696407794952393 (1.979762561845057) | > loss_feat: 7.089980125427246 (7.03948957269842) | > loss_mel: 17.3549747467041 (17.422416929042704) | > loss_duration: 2.1501269340515137 (2.0408287545045214) | > loss_1: 31.25071907043457 (30.976864590789333) | > grad_norm_1: tensor(435.3519, device='cuda:0') (tensor(215.1324, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.4416 (0.3900674409938581) | > loader_time: 0.0063 (0.004359517133597169)  --> TIME: 2024-06-11 20:00:54 -- STEP: 289/330 -- GLOBAL_STEP: 303450 | > loss_disc: 2.393258810043335 (2.359954597215752) | > loss_disc_real_0: 0.10515452921390533 (0.11885974655462796) | > loss_disc_real_1: 0.19443492591381073 (0.19768409420668454) | > loss_disc_real_2: 0.2203586846590042 (0.21240120002142696) | > loss_disc_real_3: 0.23914165794849396 (0.2285994570766766) | > loss_disc_real_4: 0.24133515357971191 (0.22928343651410205) | > loss_disc_real_5: 0.23434576392173767 (0.2212934126387831) | > loss_0: 2.393258810043335 (2.359954597215752) | > grad_norm_0: tensor(41.2461, device='cuda:0') (tensor(20.4713, device='cuda:0')) | > loss_gen: 2.4737651348114014 (2.489239118503453) | > loss_kl: 1.9246898889541626 (1.987002461014322) | > loss_feat: 7.0331501960754395 (7.041468950291406) | > loss_mel: 15.846064567565918 (17.369018478789545) | > loss_duration: 2.189767837524414 (2.050695770752057) | > loss_1: 29.467437744140625 (30.93742482142465) | > grad_norm_1: tensor(543.3433, device='cuda:0') (tensor(223.3934, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.4542 (0.3951513123759761) | > loader_time: 0.0065 (0.004524901663968304)  --> TIME: 2024-06-11 20:01:07 -- STEP: 314/330 -- GLOBAL_STEP: 303475 | > loss_disc: 2.393984079360962 (2.3638720808515132) | > loss_disc_real_0: 0.1100253015756607 (0.1193960928684397) | > loss_disc_real_1: 0.2235771268606186 (0.19898067101551473) | > loss_disc_real_2: 0.22032850980758667 (0.2125752239849917) | > loss_disc_real_3: 0.23679588735103607 (0.2291294798065143) | > loss_disc_real_4: 0.22024773061275482 (0.22959175074745894) | > loss_disc_real_5: 0.20579974353313446 (0.22120971730939912) | > loss_0: 2.393984079360962 (2.3638720808515132) | > grad_norm_0: tensor(8.9237, device='cuda:0') (tensor(21.8386, device='cuda:0')) | > loss_gen: 2.383892774581909 (2.4870774548524515) | > loss_kl: 1.9982943534851074 (1.991896310429664) | > loss_feat: 6.866204261779785 (7.049210802005355) | > loss_mel: 17.109819412231445 (17.335122627817146) | > loss_duration: 2.2597110271453857 (2.063532829284667) | > loss_1: 30.617919921875 (30.92684007146556) | > grad_norm_1: tensor(385.8029, device='cuda:0') (tensor(243.8256, device='cuda:0')) | > current_lr_0: 0.00018434560287970792 | > current_lr_1: 0.00018434560287970792 | > step_time: 0.5352 (0.40324255843071416) | > loader_time: 0.0078 (0.004712513297986071)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4231696128845215 (2.4231696128845215) | > loss_disc_real_0: 0.23892055451869965 (0.23892055451869965) | > loss_disc_real_1: 0.21791225671768188 (0.21791225671768188) | > loss_disc_real_2: 0.30727365612983704 (0.30727365612983704) | > loss_disc_real_3: 0.22915245592594147 (0.22915245592594147) | > loss_disc_real_4: 0.262126624584198 (0.262126624584198) | > loss_disc_real_5: 0.21254420280456543 (0.21254420280456543) | > loss_0: 2.4231696128845215 (2.4231696128845215) | > loss_gen: 2.614133358001709 (2.614133358001709) | > loss_kl: 3.0333290100097656 (3.0333290100097656) | > loss_feat: 5.651395797729492 (5.651395797729492) | > loss_mel: 15.174092292785645 (15.174092292785645) | > loss_duration: 3.032987356185913 (3.032987356185913) | > loss_1: 29.505939483642578 (29.505939483642578)  --> STEP: 1 | > loss_disc: 2.3943960666656494 (2.3943960666656494) | > loss_disc_real_0: 0.1644076406955719 (0.1644076406955719) | > loss_disc_real_1: 0.16496412456035614 (0.16496412456035614) | > loss_disc_real_2: 0.21799041330814362 (0.21799041330814362) | > loss_disc_real_3: 0.2475401908159256 (0.2475401908159256) | > loss_disc_real_4: 0.2641819417476654 (0.2641819417476654) | > loss_disc_real_5: 0.25400233268737793 (0.25400233268737793) | > loss_0: 2.3943960666656494 (2.3943960666656494) | > loss_gen: 2.5398662090301514 (2.5398662090301514) | > loss_kl: 2.807497501373291 (2.807497501373291) | > loss_feat: 6.651320934295654 (6.651320934295654) | > loss_mel: 18.87940788269043 (18.87940788269043) | > loss_duration: 2.3660550117492676 (2.3660550117492676) | > loss_1: 33.24414825439453 (33.24414825439453)  --> STEP: 2 | > loss_disc: 2.6530890464782715 (2.5237425565719604) | > loss_disc_real_0: 0.19840416312217712 (0.1814059019088745) | > loss_disc_real_1: 0.2547234892845154 (0.20984380692243576) | > loss_disc_real_2: 0.2784760892391205 (0.24823325127363205) | > loss_disc_real_3: 0.27482837438583374 (0.26118428260087967) | > loss_disc_real_4: 0.24387206137180328 (0.25402700155973434) | > loss_disc_real_5: 0.29669129848480225 (0.2753468155860901) | > loss_0: 2.6530890464782715 (2.5237425565719604) | > loss_gen: 2.5579144954681396 (2.5488903522491455) | > loss_kl: 2.7788476943969727 (2.793172597885132) | > loss_feat: 5.831969261169434 (6.241645097732544) | > loss_mel: 17.191553115844727 (18.035480499267578) | > loss_duration: 2.4474453926086426 (2.406750202178955) | > loss_1: 30.807729721069336 (32.025938987731934)  --> STEP: 3 | > loss_disc: 2.422450542449951 (2.489978551864624) | > loss_disc_real_0: 0.06637635082006454 (0.14306271821260452) | > loss_disc_real_1: 0.16289064288139343 (0.19419275224208832) | > loss_disc_real_2: 0.2688619792461395 (0.2551094939311345) | > loss_disc_real_3: 0.24711823463439941 (0.25649559994538623) | > loss_disc_real_4: 0.24375374615192413 (0.2506025830904643) | > loss_disc_real_5: 0.24789753556251526 (0.2661970555782318) | > loss_0: 2.422450542449951 (2.489978551864624) | > loss_gen: 2.26114821434021 (2.4529763062795005) | > loss_kl: 2.7197678089141846 (2.768704334894816) | > loss_feat: 6.603662014007568 (6.362317403157552) | > loss_mel: 17.446395874023438 (17.83911895751953) | > loss_duration: 2.3252060413360596 (2.3795688152313232) | > loss_1: 31.35618019104004 (31.8026860555013)  --> STEP: 4 | > loss_disc: 2.443707227706909 (2.4784107208251953) | > loss_disc_real_0: 0.12119100987911224 (0.13759479112923145) | > loss_disc_real_1: 0.18383154273033142 (0.1916024498641491) | > loss_disc_real_2: 0.3245909512042999 (0.2724798582494259) | > loss_disc_real_3: 0.29425695538520813 (0.2659359388053417) | > loss_disc_real_4: 0.2598150372505188 (0.2529056966304779) | > loss_disc_real_5: 0.25684693455696106 (0.2638595253229141) | > loss_0: 2.443707227706909 (2.4784107208251953) | > loss_gen: 2.6912965774536133 (2.5125563740730286) | > loss_kl: 2.851019859313965 (2.7892832159996033) | > loss_feat: 6.203973293304443 (6.322731375694275) | > loss_mel: 16.811365127563477 (17.582180500030518) | > loss_duration: 2.391641139984131 (2.382586896419525) | > loss_1: 30.949296951293945 (31.589338779449463)  --> STEP: 5 | > loss_disc: 2.382312536239624 (2.459191083908081) | > loss_disc_real_0: 0.190579354763031 (0.14819170385599137) | > loss_disc_real_1: 0.2901317775249481 (0.2113083153963089) | > loss_disc_real_2: 0.2725585103034973 (0.27249558866024015) | > loss_disc_real_3: 0.20297545194625854 (0.25334384143352506) | > loss_disc_real_4: 0.22958149015903473 (0.24824085533618928) | > loss_disc_real_5: 0.256090372800827 (0.2623056948184967) | > loss_0: 2.382312536239624 (2.459191083908081) | > loss_gen: 2.813337802886963 (2.5727126598358154) | > loss_kl: 2.9272544384002686 (2.8168774604797364) | > loss_feat: 6.027538776397705 (6.263692855834961) | > loss_mel: 18.475811004638672 (17.760906600952147) | > loss_duration: 2.385312557220459 (2.3831320285797117) | > loss_1: 32.62925338745117 (31.797321701049803)  --> STEP: 6 | > loss_disc: 2.4121222496032715 (2.451346278190613) | > loss_disc_real_0: 0.20102155208587646 (0.1569966785609722) | > loss_disc_real_1: 0.20557476580142975 (0.21035272379716238) | > loss_disc_real_2: 0.270075261592865 (0.27209220081567764) | > loss_disc_real_3: 0.27754896879196167 (0.25737802932659787) | > loss_disc_real_4: 0.2384043037891388 (0.24660143007834753) | > loss_disc_real_5: 0.308017373085022 (0.2699243078629176) | > loss_0: 2.4121222496032715 (2.451346278190613) | > loss_gen: 2.724350690841675 (2.5979856650034585) | > loss_kl: 3.194387912750244 (2.879795869191488) | > loss_feat: 5.586972713470459 (6.150906165440877) | > loss_mel: 18.388896942138672 (17.86557165781657) | > loss_duration: 2.1048855781555176 (2.3367576201756797) | > loss_1: 31.999492645263672 (31.83101685841878)  --> STEP: 7 | > loss_disc: 2.1702282428741455 (2.411186558859689) | > loss_disc_real_0: 0.10571826249361038 (0.1496711905513491) | > loss_disc_real_1: 0.24797149002552032 (0.21572683325835637) | > loss_disc_real_2: 0.24167855083942413 (0.26774739367621286) | > loss_disc_real_3: 0.2435465157032013 (0.25540209880896975) | > loss_disc_real_4: 0.19252073764801025 (0.23887561687401362) | > loss_disc_real_5: 0.22127343714237213 (0.2629741834742682) | > loss_0: 2.1702282428741455 (2.411186558859689) | > loss_gen: 2.863088846206665 (2.635857548032488) | > loss_kl: 3.783041000366211 (3.008830887930734) | > loss_feat: 5.86509895324707 (6.110076563698905) | > loss_mel: 17.7412052154541 (17.84780502319336) | > loss_duration: 2.452749729156494 (2.353327921458653) | > loss_1: 32.70518493652344 (31.95589801243373)  --> STEP: 8 | > loss_disc: 2.3167383670806885 (2.399380534887314) | > loss_disc_real_0: 0.11275681108236313 (0.14505689311772585) | > loss_disc_real_1: 0.22532880306243896 (0.2169270794838667) | > loss_disc_real_2: 0.16847068071365356 (0.25533780455589294) | > loss_disc_real_3: 0.22214297950267792 (0.2512447088956833) | > loss_disc_real_4: 0.16733382642269135 (0.22993289306759834) | > loss_disc_real_5: 0.12075584381818771 (0.24519689101725814) | > loss_0: 2.3167383670806885 (2.399380534887314) | > loss_gen: 2.2734782695770264 (2.5905601382255554) | > loss_kl: 3.10626220703125 (3.0210098028182983) | > loss_feat: 10.508933067321777 (6.659933626651764) | > loss_mel: 19.92536163330078 (18.107499599456787) | > loss_duration: 2.2440357208251953 (2.339666396379471) | > loss_1: 38.058074951171875 (32.718670129776)  --> STEP: 9 | > loss_disc: 2.1088359355926514 (2.3670978016323514) | > loss_disc_real_0: 0.1665738821029663 (0.14744766967164147) | > loss_disc_real_1: 0.14896389842033386 (0.20937561492125192) | > loss_disc_real_2: 0.18398621678352356 (0.247409850358963) | > loss_disc_real_3: 0.20375970005989075 (0.24596859680281746) | > loss_disc_real_4: 0.14146454632282257 (0.22010307676262325) | > loss_disc_real_5: 0.16430865228176117 (0.23620930893553627) | > loss_0: 2.1088359355926514 (2.3670978016323514) | > loss_gen: 2.4281511306762695 (2.5725146929423013) | > loss_kl: 2.6680643558502197 (2.9817936420440674) | > loss_feat: 10.82525634765625 (7.122747262318929) | > loss_mel: 20.305133819580078 (18.351681179470486) | > loss_duration: 2.155470371246338 (2.3192001713646784) | > loss_1: 38.382076263427734 (33.347937477959526)  --> STEP: 10 | > loss_disc: 2.5612637996673584 (2.386514401435852) | > loss_disc_real_0: 0.14710798859596252 (0.14741370156407357) | > loss_disc_real_1: 0.2751743495464325 (0.21595548838377) | > loss_disc_real_2: 0.33318397402763367 (0.25598726272583006) | > loss_disc_real_3: 0.2810365557670593 (0.24947539269924163) | > loss_disc_real_4: 0.2634091079235077 (0.2244336798787117) | > loss_disc_real_5: 0.3015287220478058 (0.24274125024676324) | > loss_0: 2.5612637996673584 (2.386514401435852) | > loss_gen: 2.5708699226379395 (2.5723502159118654) | > loss_kl: 2.7832179069519043 (2.9619360685348513) | > loss_feat: 5.639245986938477 (6.974397134780884) | > loss_mel: 15.224925994873047 (18.03900566101074) | > loss_duration: 2.3161678314208984 (2.3188969373703) | > loss_1: 28.534427642822266 (32.8665864944458)  --> STEP: 11 | > loss_disc: 2.6368625164031982 (2.409273320978338) | > loss_disc_real_0: 0.19296997785568237 (0.15155518122694708) | > loss_disc_real_1: 0.23114760220050812 (0.2173365896398371) | > loss_disc_real_2: 0.2516137659549713 (0.2555896721102975) | > loss_disc_real_3: 0.3194394111633301 (0.25583575801415875) | > loss_disc_real_4: 0.27378326654434204 (0.22892000593922354) | > loss_disc_real_5: 0.2784944772720337 (0.2459915436126969) | > loss_0: 2.6368625164031982 (2.409273320978338) | > loss_gen: 2.4284162521362305 (2.55926531011408) | > loss_kl: 3.299372434616089 (2.9926121018149634) | > loss_feat: 6.881800651550293 (6.965979272669012) | > loss_mel: 17.427087783813477 (17.98337676308372) | > loss_duration: 2.505709171295166 (2.3358798677271064) | > loss_1: 32.542388916015625 (32.83711398731578)  --> STEP: 12 | > loss_disc: 2.5656657218933105 (2.422306021054586) | > loss_disc_real_0: 0.16047590970993042 (0.1522985752671957) | > loss_disc_real_1: 0.21833588182926178 (0.21741986398895582) | > loss_disc_real_2: 0.3015080988407135 (0.25941620767116547) | > loss_disc_real_3: 0.28235292434692383 (0.2580455218752225) | > loss_disc_real_4: 0.2541663348674774 (0.2310238666832447) | > loss_disc_real_5: 0.2628246545791626 (0.24739430285990238) | > loss_0: 2.5656657218933105 (2.422306021054586) | > loss_gen: 2.4358317852020264 (2.548979183038076) | > loss_kl: 2.2567930221557617 (2.9312938451766968) | > loss_feat: 6.487978935241699 (6.926145911216736) | > loss_mel: 17.800291061401367 (17.968119621276855) | > loss_duration: 2.259902238845825 (2.329548398653666) | > loss_1: 31.24079704284668 (32.70408757527669)  --> STEP: 13 | > loss_disc: 2.2613747119903564 (2.4099266895881066) | > loss_disc_real_0: 0.1145421713590622 (0.14939423650503159) | > loss_disc_real_1: 0.29889240860939026 (0.22368698280591232) | > loss_disc_real_2: 0.2243925780057907 (0.2567220823122905) | > loss_disc_real_3: 0.25998249650001526 (0.2581945199232835) | > loss_disc_real_4: 0.19208058714866638 (0.22802822979596946) | > loss_disc_real_5: 0.21767401695251465 (0.24510812702087256) | > loss_0: 2.2613747119903564 (2.4099266895881066) | > loss_gen: 2.658191442489624 (2.55738012607281) | > loss_kl: 2.9977056980133057 (2.936402449241051) | > loss_feat: 6.62528133392334 (6.903002482194167) | > loss_mel: 17.234006881713867 (17.91164941054124) | > loss_duration: 2.2592010498046875 (2.3241370641268215) | > loss_1: 31.77438735961914 (32.63257217407226)  --> STEP: 14 | > loss_disc: 2.5148088932037354 (2.4174182755606517) | > loss_disc_real_0: 0.17985300719738007 (0.15156986298305647) | > loss_disc_real_1: 0.24935008585453033 (0.22552006159509932) | > loss_disc_real_2: 0.2933669090270996 (0.25933956993477686) | > loss_disc_real_3: 0.2737632393836975 (0.2593065713133131) | > loss_disc_real_4: 0.27078819274902344 (0.23108251286404474) | > loss_disc_real_5: 0.18589091300964355 (0.24087832602007048) | > loss_0: 2.5148088932037354 (2.4174182755606517) | > loss_gen: 2.43345308303833 (2.5485281944274902) | > loss_kl: 3.454662322998047 (2.9734210116522655) | > loss_feat: 7.332369804382324 (6.933671576636178) | > loss_mel: 18.832136154174805 (17.977398463657924) | > loss_duration: 2.4083783626556396 (2.330154299736023) | > loss_1: 34.46099853515625 (32.76317405700683)  --> STEP: 15 | > loss_disc: 2.43892240524292 (2.418851884206136) | > loss_disc_real_0: 0.10102574527263641 (0.14820025513569515) | > loss_disc_real_1: 0.2210448533296585 (0.22522171437740326) | > loss_disc_real_2: 0.29923316836357117 (0.26199914316336315) | > loss_disc_real_3: 0.22287143766880035 (0.25687756240367887) | > loss_disc_real_4: 0.19081510603427887 (0.22839801907539367) | > loss_disc_real_5: 0.16561736166477203 (0.23586092839638392) | > loss_0: 2.43892240524292 (2.418851884206136) | > loss_gen: 2.300535202026367 (2.5319953282674152) | > loss_kl: 3.8533003330230713 (3.0320796330769855) | > loss_feat: 7.454154968261719 (6.968370469411214) | > loss_mel: 16.948427200317383 (17.90880037943522) | > loss_duration: 2.400179862976074 (2.334822670618693) | > loss_1: 32.95659637451172 (32.776068878173824)  --> STEP: 16 | > loss_disc: 2.4850077629089355 (2.422986626625061) | > loss_disc_real_0: 0.18901702761650085 (0.1507513034157455) | > loss_disc_real_1: 0.2340988665819168 (0.22577653639018536) | > loss_disc_real_2: 0.2418007254600525 (0.2607367420569062) | > loss_disc_real_3: 0.24888575077056885 (0.2563780741766095) | > loss_disc_real_4: 0.2563857436180115 (0.2301472518593073) | > loss_disc_real_5: 0.264999121427536 (0.23768206546083093) | > loss_0: 2.4850077629089355 (2.422986626625061) | > loss_gen: 2.4322333335876465 (2.52576020359993) | > loss_kl: 2.3120877742767334 (2.98708014190197) | > loss_feat: 8.197097778320312 (7.045165926218033) | > loss_mel: 15.977071762084961 (17.78806734085083) | > loss_duration: 2.3673877716064453 (2.3368579894304276) | > loss_1: 31.285879135131836 (32.682932019233704)  --> STEP: 17 | > loss_disc: 2.480572462081909 (2.426374028710758) | > loss_disc_real_0: 0.1701776534318924 (0.15189402988728354) | > loss_disc_real_1: 0.230552077293396 (0.22605745056096246) | > loss_disc_real_2: 0.29182252287864685 (0.26256531739936156) | > loss_disc_real_3: 0.2853226661682129 (0.25808069723493915) | > loss_disc_real_4: 0.24919314682483673 (0.23126759862198548) | > loss_disc_real_5: 0.26274698972702026 (0.23915647277060678) | > loss_0: 2.480572462081909 (2.426374028710758) | > loss_gen: 2.5244925022125244 (2.5256856329300823) | > loss_kl: 2.5298690795898438 (2.9601853735306682) | > loss_feat: 6.384402751922607 (7.006297504200655) | > loss_mel: 17.34417724609375 (17.761956158806296) | > loss_duration: 2.492945671081543 (2.346039617762846) | > loss_1: 31.27588653564453 (32.600164637846106)  --> STEP: 18 | > loss_disc: 2.285109758377075 (2.41852601369222) | > loss_disc_real_0: 0.09898507595062256 (0.14895464355746904) | > loss_disc_real_1: 0.23797185719013214 (0.22671936204036078) | > loss_disc_real_2: 0.2411731779575348 (0.26137686520814896) | > loss_disc_real_3: 0.20344769954681396 (0.25504553069670993) | > loss_disc_real_4: 0.2049008011817932 (0.2298027765419748) | > loss_disc_real_5: 0.21504512429237366 (0.23781695341070494) | > loss_0: 2.285109758377075 (2.41852601369222) | > loss_gen: 2.336409091949463 (2.51517026954227) | > loss_kl: 2.645144462585449 (2.9426831007003784) | > loss_feat: 6.162327766418457 (6.959410296546088) | > loss_mel: 16.013280868530273 (17.66480753156874) | > loss_duration: 2.291853666305542 (2.3430292871263294) | > loss_1: 29.44901466369629 (32.42510075039334)  --> STEP: 19 | > loss_disc: 2.6208951473236084 (2.429177020725451) | > loss_disc_real_0: 0.2943957448005676 (0.1566094383597374) | > loss_disc_real_1: 0.2663487195968628 (0.2288051177012293) | > loss_disc_real_2: 0.2829596698284149 (0.2625128022934261) | > loss_disc_real_3: 0.3196403980255127 (0.2584452605561206) | > loss_disc_real_4: 0.24640975892543793 (0.2306768282463676) | > loss_disc_real_5: 0.21753685176372528 (0.23674957963981128) | > loss_0: 2.6208951473236084 (2.429177020725451) | > loss_gen: 2.622384786605835 (2.520813138861405) | > loss_kl: 2.2951924800872803 (2.9086046469838998) | > loss_feat: 5.710297584533691 (6.893667522229646) | > loss_mel: 17.301986694335938 (17.64571169803017) | > loss_duration: 2.369290351867676 (2.3444114484285055) | > loss_1: 30.299152374267578 (32.313208730597246)  --> STEP: 20 | > loss_disc: 2.231703758239746 (2.4193033576011658) | > loss_disc_real_0: 0.1306678205728531 (0.15531235747039318) | > loss_disc_real_1: 0.26045170426368713 (0.23038744702935218) | > loss_disc_real_2: 0.26332157850265503 (0.26255324110388756) | > loss_disc_real_3: 0.2409791350364685 (0.257571954280138) | > loss_disc_real_4: 0.22761903703212738 (0.2305239386856556) | > loss_disc_real_5: 0.20022468268871307 (0.23492333479225636) | > loss_0: 2.231703758239746 (2.4193033576011658) | > loss_gen: 2.806227684020996 (2.5350838661193844) | > loss_kl: 1.886814832687378 (2.8575151562690735) | > loss_feat: 7.519768238067627 (6.924972558021546) | > loss_mel: 17.878713607788086 (17.657361793518067) | > loss_duration: 2.299440622329712 (2.3421629071235657) | > loss_1: 32.390968322753906 (32.31709671020508)  --> STEP: 21 | > loss_disc: 2.200685739517212 (2.4088929948352633) | > loss_disc_real_0: 0.0890374481678009 (0.15215640940836497) | > loss_disc_real_1: 0.19876909255981445 (0.22888181110223135) | > loss_disc_real_2: 0.24693919718265533 (0.2618097152028765) | > loss_disc_real_3: 0.2704184353351593 (0.2581836914732343) | > loss_disc_real_4: 0.2443404346704483 (0.2311818670658838) | > loss_disc_real_5: 0.2801237404346466 (0.2370757350609416) | > loss_0: 2.200685739517212 (2.4088929948352633) | > loss_gen: 2.8083033561706543 (2.5480943180265876) | > loss_kl: 2.7490713596343994 (2.8523511659531366) | > 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30.857240676879883 (32.26242663643577)  --> STEP: 23 | > loss_disc: 2.730587959289551 (2.4269275665283208) | > loss_disc_real_0: 0.2806740403175354 (0.15541568430869476) | > loss_disc_real_1: 0.23475880920886993 (0.22751956076725668) | > loss_disc_real_2: 0.3239675760269165 (0.2655325907727946) | > loss_disc_real_3: 0.3097260296344757 (0.25941700455935107) | > loss_disc_real_4: 0.29979413747787476 (0.2366283250891644) | > loss_disc_real_5: 0.2872389853000641 (0.24051232085279797) | > loss_0: 2.730587959289551 (2.4269275665283208) | > loss_gen: 2.697821855545044 (2.5436790611432945) | > loss_kl: 2.469740152359009 (2.818699546482252) | > loss_feat: 5.763749599456787 (6.8477730958358105) | > loss_mel: 17.59914779663086 (17.666494037794028) | > loss_duration: 2.2934317588806152 (2.3232353977535083) | > loss_1: 30.82389259338379 (32.1998816780422)  --> STEP: 24 | > loss_disc: 2.4626359939575195 (2.428415417671204) | > loss_disc_real_0: 0.1785036325454712 (0.15637768215189377) | > loss_disc_real_1: 0.27569836378097534 (0.22952701089282831) | > loss_disc_real_2: 0.1772688329219818 (0.2618549341956774) | > loss_disc_real_3: 0.29647502303123474 (0.26096108866234624) | > loss_disc_real_4: 0.22979123890399933 (0.23634344649811587) | > loss_disc_real_5: 0.2524958848953247 (0.24101163602123657) | > loss_0: 2.4626359939575195 (2.428415417671204) | > loss_gen: 2.5058021545410156 (2.542100856701533) | > loss_kl: 2.657729387283325 (2.8119924565156302) | > loss_feat: 7.2510786056518555 (6.864577492078145) | > loss_mel: 18.022607803344727 (17.68133211135864) | > loss_duration: 2.4695229530334473 (2.329330712556839) | > loss_1: 32.906742095947266 (32.22933419545492)  --> STEP: 25 | > loss_disc: 2.4069056510925293 (2.427555027008057) | > loss_disc_real_0: 0.143247589468956 (0.15585247844457625) | > loss_disc_real_1: 0.16315390169620514 (0.22687208652496338) | > loss_disc_real_2: 0.28998059034347534 (0.26297996044158933) | > loss_disc_real_3: 0.23381297290325165 (0.25987516403198246) | > loss_disc_real_4: 0.25912463665008545 (0.23725469410419464) | > loss_disc_real_5: 0.22636854648590088 (0.24042591243982314) | > loss_0: 2.4069056510925293 (2.427555027008057) | > loss_gen: 2.5657172203063965 (2.5430455112457278) | > loss_kl: 2.9365015029907227 (2.8169728183746336) | > loss_feat: 7.376832485198975 (6.885067691802979) | > loss_mel: 16.75479507446289 (17.644270629882808) | > loss_duration: 2.3373982906341553 (2.329653415679932) | > loss_1: 31.97124481201172 (32.21901062011719)  --> STEP: 26 | > loss_disc: 2.4485583305358887 (2.428362846374512) | > loss_disc_real_0: 0.255191832780838 (0.1596732228421248) | > loss_disc_real_1: 0.15008580684661865 (0.22391876807579628) | > loss_disc_real_2: 0.1414583921432495 (0.25830605396857625) | > loss_disc_real_3: 0.16943392157554626 (0.2563966547067349) | > loss_disc_real_4: 0.06920783221721649 (0.23079135326238778) | > loss_disc_real_5: 0.12947241961956024 (0.2361584704082746) | > loss_0: 2.4485583305358887 (2.428362846374512) | > loss_gen: 2.1961607933044434 (2.5297037913249087) | > loss_kl: 2.3938066959381104 (2.8006971982809215) | > loss_feat: 12.545843124389648 (7.1027898238255425) | > loss_mel: 20.27387809753418 (17.74540937863863) | > loss_duration: 2.2850117683410645 (2.327936429243821) | > loss_1: 39.694698333740234 (32.50653707064115) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024619102478027344 (+1.3296420757587073e-05) | > avg_loss_disc: 2.428362846374512 (-0.018954790555513412) | > avg_loss_disc_real_0: 0.1596732228421248 (+0.032927559258846134) | > avg_loss_disc_real_1: 0.22391876807579628 (+0.059427954829656154) | > avg_loss_disc_real_2: 0.25830605396857625 (-0.02432258541767418) | > avg_loss_disc_real_3: 0.2563966547067349 (-0.0032309345327889982) | > avg_loss_disc_real_4: 0.23079135326238778 (-0.011913407307404755) | > avg_loss_disc_real_5: 0.2361584704082746 (+0.014450239734007775) | > avg_loss_0: 2.428362846374512 (-0.018954790555513412) | > avg_loss_gen: 2.5297037913249087 (+0.23279264798531196) | > avg_loss_kl: 2.8006971982809215 (-0.08908353860561657) | > avg_loss_feat: 7.1027898238255425 (+0.4413771445934582) | > avg_loss_mel: 17.74540937863863 (+0.29243535261887743) | > avg_loss_duration: 2.327936429243821 (-0.009602629221402648) | > avg_loss_1: 32.50653707064115 (+0.867919775155876)  > EPOCH: 653/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:01:36)   --> TIME: 2024-06-11 20:01:41 -- STEP: 9/330 -- GLOBAL_STEP: 303500 | > loss_disc: 2.3678250312805176 (2.36969264348348) | > loss_disc_real_0: 0.10346674919128418 (0.11806724965572357) | > loss_disc_real_1: 0.24801890552043915 (0.2096227076318529) | > loss_disc_real_2: 0.23141352832317352 (0.20980032781759897) | > loss_disc_real_3: 0.23043198883533478 (0.2284009704987208) | > loss_disc_real_4: 0.22357869148254395 (0.23668325444062552) | > loss_disc_real_5: 0.21522156894207 (0.2326117836766773) | > loss_0: 2.3678250312805176 (2.36969264348348) | > grad_norm_0: tensor(5.9566, device='cuda:0') (tensor(10.0838, device='cuda:0')) | > loss_gen: 2.492305278778076 (2.4377842479281955) | > loss_kl: 2.095046281814575 (1.9801449643241034) | > loss_feat: 6.438978672027588 (6.666298813290066) | > loss_mel: 17.942157745361328 (17.932574378119575) | > loss_duration: 2.093724012374878 (2.1218699084387884) | > loss_1: 31.062211990356445 (31.13867229885525) | > grad_norm_1: tensor(52.5230, device='cuda:0') (tensor(97.0298, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3527 (0.3644922574361165) | > loader_time: 0.0029 (0.00309504403008355) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_303500.pth  --> TIME: 2024-06-11 20:01:54 -- STEP: 34/330 -- GLOBAL_STEP: 303525 | > loss_disc: 2.339618444442749 (2.3459784774219288) | > loss_disc_real_0: 0.09738917648792267 (0.11238731904064908) | > loss_disc_real_1: 0.18949954211711884 (0.20176394108463735) | > loss_disc_real_2: 0.17768490314483643 (0.2086853928425733) | > loss_disc_real_3: 0.25337186455726624 (0.22476612645037033) | > loss_disc_real_4: 0.21974188089370728 (0.23169915816363165) | > loss_disc_real_5: 0.24673540890216827 (0.22326226663940094) | > loss_0: 2.339618444442749 (2.3459784774219288) | > grad_norm_0: tensor(8.9663, device='cuda:0') (tensor(10.3205, device='cuda:0')) | > loss_gen: 2.586789608001709 (2.477885786224814) | > loss_kl: 1.871366024017334 (1.9280665657099556) | > loss_feat: 7.445789813995361 (6.8869624418370865) | > loss_mel: 18.040515899658203 (17.648061023038984) | > loss_duration: 2.02406644821167 (2.0266771176282106) | > loss_1: 31.968528747558594 (30.967653050142175) | > grad_norm_1: tensor(116.1331, device='cuda:0') (tensor(99.1865, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3697 (0.3647989806006936) | > loader_time: 0.0034 (0.0032727718353271484)  --> TIME: 2024-06-11 20:02:04 -- STEP: 59/330 -- GLOBAL_STEP: 303550 | > loss_disc: 2.3189175128936768 (2.3545647111989694) | > loss_disc_real_0: 0.09393639117479324 (0.11203164556774042) | > loss_disc_real_1: 0.18705444037914276 (0.19837863465486946) | > loss_disc_real_2: 0.17251986265182495 (0.2098657092300512) | > loss_disc_real_3: 0.22484557330608368 (0.2265470714892371) | > loss_disc_real_4: 0.22104959189891815 (0.23307892377093686) | > loss_disc_real_5: 0.2433861643075943 (0.22476434505591958) | > loss_0: 2.3189175128936768 (2.3545647111989694) | > grad_norm_0: tensor(21.7436, device='cuda:0') (tensor(9.7759, device='cuda:0')) | > loss_gen: 2.42966365814209 (2.473429138377561) | > loss_kl: 1.8280848264694214 (1.9394505751335014) | > loss_feat: 6.782712459564209 (6.956693835177664) | > loss_mel: 16.701316833496094 (17.5282787387654) | > loss_duration: 1.9460575580596924 (2.0047805228475806) | > loss_1: 29.687837600708008 (30.902632891121556) | > grad_norm_1: tensor(203.1809, device='cuda:0') (tensor(100.3774, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.366 (0.3641379162416619) | > loader_time: 0.0038 (0.0033795671947931837)  --> TIME: 2024-06-11 20:02:13 -- STEP: 84/330 -- GLOBAL_STEP: 303575 | > loss_disc: 2.361360788345337 (2.3525126917021617) | > loss_disc_real_0: 0.110186368227005 (0.11157539850544362) | > loss_disc_real_1: 0.19538842141628265 (0.19860786039914405) | > loss_disc_real_2: 0.22815100848674774 (0.20918818368088632) | > loss_disc_real_3: 0.2232285737991333 (0.22702570312789508) | > loss_disc_real_4: 0.2146863043308258 (0.23367361919510932) | > loss_disc_real_5: 0.18967700004577637 (0.22439309528895787) | > loss_0: 2.361360788345337 (2.3525126917021617) | > grad_norm_0: tensor(6.0243, device='cuda:0') (tensor(9.2914, device='cuda:0')) | > loss_gen: 2.4056663513183594 (2.4814782511620295) | > loss_kl: 1.9381555318832397 (1.9544799753597804) | > loss_feat: 6.509263038635254 (7.003579383804684) | > loss_mel: 17.181427001953125 (17.530715238480347) | > loss_duration: 2.083491563796997 (1.9973018595150545) | > loss_1: 30.118003845214844 (30.967554750896635) | > grad_norm_1: tensor(93.2675, device='cuda:0') (tensor(105.2349, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3586 (0.3646994375047229) | > loader_time: 0.0036 (0.0034342805544535318)  --> TIME: 2024-06-11 20:02:22 -- STEP: 109/330 -- GLOBAL_STEP: 303600 | > loss_disc: 2.507023334503174 (2.3584832751422846) | > loss_disc_real_0: 0.17585211992263794 (0.11373633289829306) | > loss_disc_real_1: 0.24416333436965942 (0.1990253753071531) | > loss_disc_real_2: 0.22091974318027496 (0.20994283040182307) | > loss_disc_real_3: 0.26924774050712585 (0.22802077889989275) | > loss_disc_real_4: 0.26830220222473145 (0.23249859533725528) | > loss_disc_real_5: 0.24561093747615814 (0.2226504582330721) | > loss_0: 2.507023334503174 (2.3584832751422846) | > grad_norm_0: tensor(9.4369, device='cuda:0') (tensor(9.3967, device='cuda:0')) | > loss_gen: 2.493032217025757 (2.476784712677702) | > loss_kl: 2.01880145072937 (1.9737541205292448) | > loss_feat: 6.399127960205078 (6.978803354665773) | > loss_mel: 17.539918899536133 (17.509834377043845) | > loss_duration: 1.947155475616455 (1.9991466386602565) | > loss_1: 30.398035049438477 (30.93832320467048) | > grad_norm_1: tensor(66.5475, device='cuda:0') (tensor(106.1027, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3636 (0.3658846562061835) | > loader_time: 0.0037 (0.0035278972135771307)  --> TIME: 2024-06-11 20:02:32 -- STEP: 134/330 -- GLOBAL_STEP: 303625 | > loss_disc: 2.3786063194274902 (2.3638241291046147) | > loss_disc_real_0: 0.10396160930395126 (0.11456038196807478) | > loss_disc_real_1: 0.19891320168972015 (0.1988433548318806) | > loss_disc_real_2: 0.22081652283668518 (0.21080193891009288) | > loss_disc_real_3: 0.21976760029792786 (0.22870867577061724) | > loss_disc_real_4: 0.22264760732650757 (0.2322416365591448) | > loss_disc_real_5: 0.2080298215150833 (0.22301886230707169) | > loss_0: 2.3786063194274902 (2.3638241291046147) | > grad_norm_0: tensor(13.0562, device='cuda:0') (tensor(9.5475, device='cuda:0')) | > loss_gen: 2.4801056385040283 (2.4699154860937775) | > loss_kl: 2.087634563446045 (1.9845977923763332) | > loss_feat: 7.835937023162842 (6.979358950657631) | > loss_mel: 18.052165985107422 (17.542809315581817) | > loss_duration: 2.016199827194214 (2.00370521865674) | > loss_1: 32.4720458984375 (30.980386790944568) | > grad_norm_1: tensor(186.1940, device='cuda:0') (tensor(109.6916, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3657 (0.36747608611832805) | > loader_time: 0.0052 (0.0036286809551182076)  --> TIME: 2024-06-11 20:02:42 -- STEP: 159/330 -- GLOBAL_STEP: 303650 | > loss_disc: 2.3152079582214355 (2.365505725332777) | > loss_disc_real_0: 0.11271966248750687 (0.11569308981580555) | > loss_disc_real_1: 0.18272510170936584 (0.19866705381270475) | > loss_disc_real_2: 0.19749677181243896 (0.21216407127725248) | > loss_disc_real_3: 0.21120217442512512 (0.22889573187948023) | > loss_disc_real_4: 0.2184198945760727 (0.23264357054008628) | > loss_disc_real_5: 0.19027362763881683 (0.22312708386460187) | > loss_0: 2.3152079582214355 (2.365505725332777) | > grad_norm_0: tensor(18.6813, device='cuda:0') (tensor(9.8730, device='cuda:0')) | > loss_gen: 2.4075613021850586 (2.4710515640066855) | > loss_kl: 2.067379951477051 (1.9920294847128526) | > loss_feat: 6.867171764373779 (6.974498925718871) | > loss_mel: 17.4049072265625 (17.530952369641955) | > loss_duration: 2.029710292816162 (2.006737219462605) | > loss_1: 30.776731491088867 (30.975269617524535) | > grad_norm_1: tensor(343.3698, device='cuda:0') (tensor(118.2285, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3708 (0.3688796316302797) | > loader_time: 0.0051 (0.0037335644727982814)  --> TIME: 2024-06-11 20:02:51 -- STEP: 184/330 -- GLOBAL_STEP: 303675 | > loss_disc: 2.3953850269317627 (2.367205001737762) | > loss_disc_real_0: 0.09671616554260254 (0.11581313634372276) | > loss_disc_real_1: 0.21425782144069672 (0.19861134036403635) | > loss_disc_real_2: 0.18646597862243652 (0.21216709312537438) | > loss_disc_real_3: 0.26266419887542725 (0.2293441370939431) | > loss_disc_real_4: 0.2358165979385376 (0.23248329305130502) | > loss_disc_real_5: 0.24005500972270966 (0.2235800911388967) | > loss_0: 2.3953850269317627 (2.367205001737762) | > grad_norm_0: tensor(17.9146, device='cuda:0') (tensor(11.2056, device='cuda:0')) | > loss_gen: 2.668820858001709 (2.4678373440452246) | > loss_kl: 2.113722801208496 (1.9944738713295564) | > loss_feat: 7.6554179191589355 (6.963118726792543) | > loss_mel: 17.31106948852539 (17.490867759870447) | > loss_duration: 2.0340123176574707 (2.0136441854031197) | > loss_1: 31.783042907714844 (30.929941902989928) | > grad_norm_1: tensor(346.4097, device='cuda:0') (tensor(136.0037, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3769 (0.3704610635405001) | > loader_time: 0.0045 (0.0038631078989609428)  --> TIME: 2024-06-11 20:03:01 -- STEP: 209/330 -- GLOBAL_STEP: 303700 | > loss_disc: 2.2126221656799316 (2.3633568697568914) | > loss_disc_real_0: 0.0856238305568695 (0.11611858901509828) | > loss_disc_real_1: 0.1689446121454239 (0.19848532176188874) | > loss_disc_real_2: 0.17090611159801483 (0.2119462775984449) | > loss_disc_real_3: 0.2279806286096573 (0.22905395083735433) | > loss_disc_real_4: 0.1853758990764618 (0.2309778510953821) | > loss_disc_real_5: 0.1955409198999405 (0.22332944881402703) | > loss_0: 2.2126221656799316 (2.3633568697568914) | > grad_norm_0: tensor(13.4515, device='cuda:0') (tensor(13.6626, device='cuda:0')) | > loss_gen: 2.833975315093994 (2.476448726425901) | > loss_kl: 2.0582315921783447 (1.9955787658691406) | > loss_feat: 7.5149970054626465 (6.979214759534626) | > loss_mel: 17.261863708496094 (17.453466917339128) | > loss_duration: 2.1170248985290527 (2.0218656331158154) | > loss_1: 31.78609275817871 (30.9265748439223) | > grad_norm_1: tensor(379.9116, device='cuda:0') (tensor(162.9407, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.3935 (0.37308351503034526) | > loader_time: 0.005 (0.003990919396067349)  --> TIME: 2024-06-11 20:03:12 -- STEP: 234/330 -- GLOBAL_STEP: 303725 | > loss_disc: 2.261888265609741 (2.3611293725478357) | > loss_disc_real_0: 0.08930929005146027 (0.1166001656689705) | > loss_disc_real_1: 0.17773877084255219 (0.19852891933714223) | > loss_disc_real_2: 0.19754734635353088 (0.21218209968418134) | > loss_disc_real_3: 0.22944054007530212 (0.22895513634141693) | > loss_disc_real_4: 0.20276568830013275 (0.23075306880423146) | > loss_disc_real_5: 0.2040218561887741 (0.22260217145722133) | > loss_0: 2.261888265609741 (2.3611293725478357) | > grad_norm_0: tensor(61.2421, device='cuda:0') (tensor(16.8048, device='cuda:0')) | > loss_gen: 2.4263556003570557 (2.4850139668864064) | > loss_kl: 2.0826070308685303 (2.0017178455988565) | > loss_feat: 7.033867835998535 (7.000101081326476) | > loss_mel: 16.867923736572266 (17.41834435096155) | > loss_duration: 2.086634397506714 (2.030512245801779) | > loss_1: 30.497386932373047 (30.935689559349647) | > grad_norm_1: tensor(545.7827, device='cuda:0') (tensor(189.3410, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.406 (0.3765263822343614) | > loader_time: 0.0052 (0.0041274351951403505)  --> TIME: 2024-06-11 20:03:23 -- STEP: 259/330 -- GLOBAL_STEP: 303750 | > loss_disc: 2.304013729095459 (2.3617775458626777) | > loss_disc_real_0: 0.10618707537651062 (0.11754704931297817) | > loss_disc_real_1: 0.20003315806388855 (0.1985200601540017) | > loss_disc_real_2: 0.22725769877433777 (0.21215763285353376) | > loss_disc_real_3: 0.21459639072418213 (0.22902106416041326) | > loss_disc_real_4: 0.1957486867904663 (0.2303305456997345) | > loss_disc_real_5: 0.19233033061027527 (0.22276095792823775) | > loss_0: 2.304013729095459 (2.3617775458626777) | > grad_norm_0: tensor(14.4502, device='cuda:0') (tensor(18.3084, device='cuda:0')) | > loss_gen: 2.4833788871765137 (2.4860486597628206) | > loss_kl: 2.0168330669403076 (2.004088453804664) | > loss_feat: 7.485777378082275 (7.010866584925117) | > loss_mel: 17.850238800048828 (17.37800509773167) | > loss_duration: 2.1385657787323 (2.0382790616120143) | > loss_1: 31.97479248046875 (30.91728792963801) | > grad_norm_1: tensor(56.2863, device='cuda:0') (tensor(207.6141, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.4462 (0.3829059959838749) | > loader_time: 0.0058 (0.004271708860360519)  --> TIME: 2024-06-11 20:03:35 -- STEP: 284/330 -- GLOBAL_STEP: 303775 | > loss_disc: 2.3557205200195312 (2.3608344264433434) | > loss_disc_real_0: 0.1751442849636078 (0.11856671225961665) | > loss_disc_real_1: 0.19910135865211487 (0.19833335736897628) | > loss_disc_real_2: 0.2026924192905426 (0.21200446385732835) | > loss_disc_real_3: 0.22090654075145721 (0.22915329154528363) | > loss_disc_real_4: 0.23405201733112335 (0.2301174751679662) | > loss_disc_real_5: 0.1985851228237152 (0.22233068518025764) | > loss_0: 2.3557205200195312 (2.3608344264433434) | > grad_norm_0: tensor(38.5319, device='cuda:0') (tensor(19.9477, device='cuda:0')) | > loss_gen: 2.561608076095581 (2.486543369125313) | > loss_kl: 2.0284738540649414 (2.006312900865582) | > loss_feat: 7.26549768447876 (7.026645652005369) | > loss_mel: 17.209552764892578 (17.342556631061402) | > loss_duration: 2.1479034423828125 (2.0482334817799037) | > loss_1: 31.213035583496094 (30.910292101577973) | > grad_norm_1: tensor(596.7739, device='cuda:0') (tensor(229.1171, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.456 (0.3892166094041207) | > loader_time: 0.0065 (0.004436996621145331)  --> TIME: 2024-06-11 20:03:47 -- STEP: 309/330 -- GLOBAL_STEP: 303800 | > loss_disc: 2.559398889541626 (2.3660928578052736) | > loss_disc_real_0: 0.21951045095920563 (0.11993758527495714) | > loss_disc_real_1: 0.20691610872745514 (0.198764738913107) | > loss_disc_real_2: 0.23892930150032043 (0.21244897107476166) | > loss_disc_real_3: 0.21704629063606262 (0.22924469806808484) | > loss_disc_real_4: 0.22756297886371613 (0.230261175377855) | > loss_disc_real_5: 0.25175854563713074 (0.2225891116849812) | > loss_0: 2.559398889541626 (2.3660928578052736) | > grad_norm_0: tensor(61.8551, device='cuda:0') (tensor(22.2710, device='cuda:0')) | > loss_gen: 2.501826286315918 (2.4828395789495183) | > loss_kl: 1.9893748760223389 (2.008813880408081) | > loss_feat: 6.567768096923828 (7.021971964913279) | > loss_mel: 16.104305267333984 (17.27755129298732) | > loss_duration: 2.2235240936279297 (2.0601422620822687) | > loss_1: 29.38680076599121 (30.851319032193775) | > grad_norm_1: tensor(194.1897, device='cuda:0') (tensor(243.1902, device='cuda:0')) | > current_lr_0: 0.00018432255967934795 | > current_lr_1: 0.00018432255967934795 | > step_time: 0.4993 (0.3970726732297237) | > loader_time: 0.007 (0.0046349327926882644)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.50606107711792 (2.50606107711792) | > loss_disc_real_0: 0.2690228223800659 (0.2690228223800659) | > loss_disc_real_1: 0.20591194927692413 (0.20591194927692413) | > loss_disc_real_2: 0.25035321712493896 (0.25035321712493896) | > loss_disc_real_3: 0.19480012357234955 (0.19480012357234955) | > loss_disc_real_4: 0.2531479597091675 (0.2531479597091675) | > loss_disc_real_5: 0.20472434163093567 (0.20472434163093567) | > loss_0: 2.50606107711792 (2.50606107711792) | > loss_gen: 2.363297462463379 (2.363297462463379) | > loss_kl: 2.1639506816864014 (2.1639506816864014) | > loss_feat: 5.625985145568848 (5.625985145568848) | > loss_mel: 15.64989185333252 (15.64989185333252) | > loss_duration: 2.891960620880127 (2.891960620880127) | > loss_1: 28.695083618164062 (28.695083618164062)  --> STEP: 1 | > loss_disc: 2.1902456283569336 (2.1902456283569336) | > loss_disc_real_0: 0.07374287396669388 (0.07374287396669388) | > loss_disc_real_1: 0.22699809074401855 (0.22699809074401855) | > loss_disc_real_2: 0.2583121955394745 (0.2583121955394745) | > loss_disc_real_3: 0.20641480386257172 (0.20641480386257172) | > loss_disc_real_4: 0.23280665278434753 (0.23280665278434753) | > loss_disc_real_5: 0.19109371304512024 (0.19109371304512024) | > loss_0: 2.1902456283569336 (2.1902456283569336) | > loss_gen: 2.575721263885498 (2.575721263885498) | > loss_kl: 2.4869697093963623 (2.4869697093963623) | > loss_feat: 5.929985046386719 (5.929985046386719) | > loss_mel: 18.23971939086914 (18.23971939086914) | > loss_duration: 2.380065679550171 (2.380065679550171) | > loss_1: 31.61246109008789 (31.61246109008789)  --> STEP: 2 | > loss_disc: 2.3469347953796387 (2.268590211868286) | > loss_disc_real_0: 0.14971446990966797 (0.11172867193818092) | > loss_disc_real_1: 0.3284258544445038 (0.27771197259426117) | > loss_disc_real_2: 0.2881210446357727 (0.2732166200876236) | > loss_disc_real_3: 0.21104449033737183 (0.20872964709997177) | > loss_disc_real_4: 0.18624632060527802 (0.20952648669481277) | > loss_disc_real_5: 0.16201922297477722 (0.17655646800994873) | > loss_0: 2.3469347953796387 (2.268590211868286) | > loss_gen: 2.5444788932800293 (2.5601000785827637) | > loss_kl: 3.4186785221099854 (2.952824115753174) | > loss_feat: 7.018259048461914 (6.474122047424316) | > loss_mel: 17.408565521240234 (17.824142456054688) | > loss_duration: 2.4464807510375977 (2.4132732152938843) | > loss_1: 32.836463928222656 (32.22446250915527)  --> STEP: 3 | > loss_disc: 2.303976535797119 (2.280385653177897) | > loss_disc_real_0: 0.21823304891586304 (0.14723013093074164) | > loss_disc_real_1: 0.2895958125591278 (0.28167325258255005) | > loss_disc_real_2: 0.23522478342056274 (0.26055267453193665) | > loss_disc_real_3: 0.21359539031982422 (0.21035156150658926) | > loss_disc_real_4: 0.20567141473293304 (0.20824146270751953) | > loss_disc_real_5: 0.2146560549736023 (0.1892563303311666) | > loss_0: 2.303976535797119 (2.280385653177897) | > loss_gen: 2.800429582595825 (2.640209913253784) | > loss_kl: 3.334329605102539 (3.0799926122029624) | > loss_feat: 6.852624893188477 (6.600289662679036) | > loss_mel: 15.060014724731445 (16.902766545613606) | > loss_duration: 2.3565478324890137 (2.3943647543589273) | > loss_1: 30.403947830200195 (31.617624282836914)  --> STEP: 4 | > loss_disc: 2.548802375793457 (2.347489833831787) | > loss_disc_real_0: 0.18263548612594604 (0.15608146972954273) | > loss_disc_real_1: 0.24865244328975677 (0.27341805025935173) | > loss_disc_real_2: 0.1967628002166748 (0.24460520595312119) | > loss_disc_real_3: 0.23500487208366394 (0.21651488915085793) | > loss_disc_real_4: 0.24654211103916168 (0.21781662479043007) | > loss_disc_real_5: 0.24683250486850739 (0.20365037396550179) | > loss_0: 2.548802375793457 (2.347489833831787) | > loss_gen: 2.2865142822265625 (2.5517860054969788) | > loss_kl: 3.5333282947540283 (3.1933265328407288) | > loss_feat: 4.905940055847168 (6.176702260971069) | > loss_mel: 17.719646453857422 (17.10698652267456) | > loss_duration: 2.3810224533081055 (2.391029179096222) | > loss_1: 30.82645034790039 (31.419830799102783)  --> STEP: 5 | > loss_disc: 2.3014416694641113 (2.338280200958252) | > loss_disc_real_0: 0.21438369154930115 (0.16774191409349443) | > loss_disc_real_1: 0.30198442935943604 (0.2791313260793686) | > loss_disc_real_2: 0.2220652848482132 (0.2400972217321396) | > loss_disc_real_3: 0.25226959586143494 (0.22366583049297334) | > loss_disc_real_4: 0.22561544179916382 (0.2193763881921768) | > loss_disc_real_5: 0.18143992125988007 (0.19920828342437744) | > loss_0: 2.3014416694641113 (2.338280200958252) | > loss_gen: 2.73024582862854 (2.587477970123291) | > loss_kl: 3.0445992946624756 (3.1635810852050783) | > loss_feat: 5.520928859710693 (6.045547580718994) | > loss_mel: 18.54583740234375 (17.394756698608397) | > loss_duration: 2.4086263179779053 (2.3945486068725588) | > loss_1: 32.25023651123047 (31.58591194152832)  --> STEP: 6 | > loss_disc: 2.24356746673584 (2.3224947452545166) | > loss_disc_real_0: 0.16254961490631104 (0.1668765308956305) | > loss_disc_real_1: 0.1994750201702118 (0.2658552750945091) | > loss_disc_real_2: 0.23188982903957367 (0.23872932295004526) | > loss_disc_real_3: 0.21685415506362915 (0.2225305512547493) | > loss_disc_real_4: 0.23613984882831573 (0.22217029829819998) | > loss_disc_real_5: 0.17798836529254913 (0.19567163040240607) | > loss_0: 2.24356746673584 (2.3224947452545166) | > loss_gen: 2.6251142024993896 (2.5937506755193076) | > loss_kl: 2.769275426864624 (3.097863475481669) | > loss_feat: 6.071703910827637 (6.049906969070435) | > loss_mel: 19.744047164916992 (17.786305109659832) | > loss_duration: 2.130281925201416 (2.350504159927368) | > loss_1: 33.340423583984375 (31.87833054860433)  --> STEP: 7 | > loss_disc: 2.210266351699829 (2.306462117603847) | > loss_disc_real_0: 0.08922632038593292 (0.15578364367995942) | > loss_disc_real_1: 0.2186838835477829 (0.25911650487354826) | > loss_disc_real_2: 0.283355176448822 (0.24510444487844193) | > loss_disc_real_3: 0.22778742015361786 (0.22328153252601624) | > loss_disc_real_4: 0.18817132711410522 (0.21731330241475785) | > loss_disc_real_5: 0.17594940960407257 (0.1928541702883584) | > loss_0: 2.210266351699829 (2.306462117603847) | > loss_gen: 2.7735869884490967 (2.61944157736642) | > loss_kl: 4.276610374450684 (3.2662558896201) | > loss_feat: 8.735260009765625 (6.43352883202689) | > loss_mel: 18.58477210998535 (17.90037182399205) | > loss_duration: 2.5453314781188965 (2.378336633954729) | > loss_1: 36.915557861328125 (32.59793445042202)  --> STEP: 8 | > loss_disc: 2.62039852142334 (2.3457041680812836) | > loss_disc_real_0: 0.27905863523483276 (0.1711930176243186) | > loss_disc_real_1: 0.21400296688079834 (0.2534773126244545) | > loss_disc_real_2: 0.2318941056728363 (0.24345315247774124) | > loss_disc_real_3: 0.31768202781677246 (0.23508159443736076) | > loss_disc_real_4: 0.2933850586414337 (0.22682227194309235) | > loss_disc_real_5: 0.21023471653461456 (0.19502673856914043) | > loss_0: 2.62039852142334 (2.3457041680812836) | > loss_gen: 2.50502610206604 (2.6051396429538727) | > loss_kl: 2.8798584938049316 (3.2179562151432037) | > loss_feat: 7.147449493408203 (6.522768914699554) | > loss_mel: 17.461206436157227 (17.845476150512695) | > loss_duration: 2.3057994842529297 (2.3692694902420044) | > loss_1: 32.299339294433594 (32.56061005592346)  --> STEP: 9 | > loss_disc: 2.361829996109009 (2.347495926751031) | > loss_disc_real_0: 0.2551334500312805 (0.18051973233620325) | > loss_disc_real_1: 0.20268908143043518 (0.24783417582511902) | > loss_disc_real_2: 0.24544663727283478 (0.2436746507883072) | > loss_disc_real_3: 0.22860431671142578 (0.23436189691225687) | > loss_disc_real_4: 0.21491526067256927 (0.225499270690812) | > loss_disc_real_5: 0.2008826732635498 (0.19567739797963035) | > loss_0: 2.361829996109009 (2.347495926751031) | > loss_gen: 2.814016342163086 (2.6283481650882297) | > loss_kl: 3.166445016860962 (3.212232748667399) | > loss_feat: 10.142972946166992 (6.9250138070848255) | > loss_mel: 18.959230422973633 (17.969226625230576) | > loss_duration: 2.1329307556152344 (2.34300963083903) | > loss_1: 37.21559524536133 (33.07783063252767)  --> STEP: 10 | > loss_disc: 2.3888847827911377 (2.3516348123550417) | > loss_disc_real_0: 0.23983120918273926 (0.18645088002085686) | > loss_disc_real_1: 0.24474619328975677 (0.2475253775715828) | > loss_disc_real_2: 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loss_disc_real_5: 0.2596661150455475 (0.2038631425662474) | > loss_0: 2.6790571212768555 (2.381400476802479) | > loss_gen: 2.6054441928863525 (2.633426449515603) | > loss_kl: 3.711926221847534 (3.261602921919389) | > loss_feat: 6.2475457191467285 (6.773148926821622) | > loss_mel: 16.617156982421875 (17.64625245874578) | > loss_duration: 2.558267116546631 (2.3585003072565254) | > loss_1: 31.740341186523438 (32.67293080416593)  --> STEP: 12 | > loss_disc: 2.5869667530059814 (2.3985309998194375) | > loss_disc_real_0: 0.22156451642513275 (0.19322665967047215) | > loss_disc_real_1: 0.21644140779972076 (0.24606297661860785) | > loss_disc_real_2: 0.2062116265296936 (0.24921343103051186) | > loss_disc_real_3: 0.2608359754085541 (0.2392475592593352) | > loss_disc_real_4: 0.25794345140457153 (0.23463794713219008) | > loss_disc_real_5: 0.2723798453807831 (0.20957286780079207) | > loss_0: 2.5869667530059814 (2.3985309998194375) | > loss_gen: 2.320707321166992 (2.6073665221532187) | > loss_kl: 2.8133981227874756 (3.2242525219917297) | > loss_feat: 6.567025184631348 (6.755971948305766) | > loss_mel: 16.418270111083984 (17.543920596440632) | > loss_duration: 2.285055637359619 (2.3523799180984497) | > loss_1: 30.404457092285156 (32.483891328175865)  --> STEP: 13 | > loss_disc: 2.473625421524048 (2.4043074937967153) | > loss_disc_real_0: 0.18542908132076263 (0.19262684595126373) | > loss_disc_real_1: 0.21364694833755493 (0.24356943598160377) | > loss_disc_real_2: 0.2712158262729645 (0.25090592297223896) | > loss_disc_real_3: 0.2444601058959961 (0.23964852438523218) | > loss_disc_real_4: 0.24063046276569366 (0.23509890987322882) | > loss_disc_real_5: 0.20130372047424316 (0.2089367795449037) | > loss_0: 2.473625421524048 (2.4043074937967153) | > loss_gen: 2.3287155628204346 (2.5859318329737735) | > loss_kl: 3.3185901641845703 (3.231509263698871) | > loss_feat: 5.444820404052734 (6.655114137209379) | > loss_mel: 14.77784538269043 (17.33114557999831) | > loss_duration: 2.2941997051239014 (2.3479045171004076) | > loss_1: 28.16417121887207 (32.15160516592172)  --> STEP: 14 | > loss_disc: 2.4916884899139404 (2.4105489935193742) | > loss_disc_real_0: 0.19956830143928528 (0.1931226642004081) | > loss_disc_real_1: 0.2778680920600891 (0.24601933998720987) | > loss_disc_real_2: 0.22976535558700562 (0.24939588244472227) | > loss_disc_real_3: 0.2843737006187439 (0.24284317983048304) | > loss_disc_real_4: 0.2886372208595276 (0.23892307494367873) | > loss_disc_real_5: 0.2913552522659302 (0.21482381331069128) | > loss_0: 2.4916884899139404 (2.4105489935193742) | > loss_gen: 2.6853649616241455 (2.593034199305943) | > loss_kl: 3.674485921859741 (3.263150453567505) | > loss_feat: 5.390180587768555 (6.564761740820749) | > loss_mel: 18.650182723999023 (17.425362518855504) | > loss_duration: 2.3825809955596924 (2.350381408418928) | > loss_1: 32.78279495239258 (32.196690150669646)  --> STEP: 15 | > loss_disc: 2.491715908050537 (2.415960121154785) | > loss_disc_real_0: 0.31732892990112305 (0.2014030819137891) | > loss_disc_real_1: 0.2095349133014679 (0.24358704487482707) | > loss_disc_real_2: 0.25491398572921753 (0.24976375599702197) | > loss_disc_real_3: 0.22368909418582916 (0.2415662407875061) | > loss_disc_real_4: 0.2737354636192322 (0.24124390085538228) | > loss_disc_real_5: 0.28125283122062683 (0.219252414504687) | > loss_0: 2.491715908050537 (2.415960121154785) | > loss_gen: 2.890583038330078 (2.612870788574219) | > loss_kl: 3.651190996170044 (3.289019823074341) | > loss_feat: 7.108233451843262 (6.600993188222249) | > loss_mel: 17.684017181396484 (17.4426061630249) | > loss_duration: 2.4274282455444336 (2.355517864227295) | > loss_1: 33.761451721191406 (32.30100758870443)  --> STEP: 16 | > loss_disc: 2.41180682182312 (2.415700539946556) | > loss_disc_real_0: 0.17255157232284546 (0.19959986256435513) | > loss_disc_real_1: 0.2582809329032898 (0.244505412876606) | > loss_disc_real_2: 0.24563075602054596 (0.2495054434984922) | > loss_disc_real_3: 0.2780076563358307 (0.2438438292592764) | > loss_disc_real_4: 0.25271034240722656 (0.24196055345237255) | > loss_disc_real_5: 0.21887876093387604 (0.2192290611565113) | > loss_0: 2.41180682182312 (2.415700539946556) | > loss_gen: 2.631115436553955 (2.6140110790729523) | > loss_kl: 2.6717545986175537 (3.2504407465457916) | > loss_feat: 5.296147346496582 (6.519440323114395) | > loss_mel: 16.863981246948242 (17.40644210577011) | > loss_duration: 2.441725015640259 (2.360905811190605) | > loss_1: 29.904722213745117 (32.15123975276947)  --> STEP: 17 | > loss_disc: 2.328529119491577 (2.4105728093315575) | > loss_disc_real_0: 0.12260203063488007 (0.19507057833320954) | > loss_disc_real_1: 0.19757992029190063 (0.24174508978338802) | > loss_disc_real_2: 0.30720922350883484 (0.25289978349910064) | > loss_disc_real_3: 0.2625751495361328 (0.24494567162850323) | > loss_disc_real_4: 0.25438782572746277 (0.24269156946855433) | > loss_disc_real_5: 0.17826281487941742 (0.2168192819637411) | > loss_0: 2.328529119491577 (2.4105728093315575) | > loss_gen: 2.7275633811950684 (2.6206906262566063) | > loss_kl: 2.54484224319458 (3.2089349522310147) | > loss_feat: 8.125608444213867 (6.613920800826129) | > loss_mel: 18.86856460571289 (17.492449311649096) | > loss_duration: 2.4865825176239014 (2.368298558627858) | > loss_1: 34.7531623840332 (32.30429402519675)  --> STEP: 18 | > loss_disc: 2.41200590133667 (2.410652425554064) | > loss_disc_real_0: 0.08958180248737335 (0.18921009078621864) | > loss_disc_real_1: 0.22238190472126007 (0.24066935727993646) | > loss_disc_real_2: 0.21702291071414948 (0.2509066238999367) | > loss_disc_real_3: 0.2427998036146164 (0.24482645673884285) | > loss_disc_real_4: 0.3229753077030182 (0.24715177714824677) | > loss_disc_real_5: 0.3019629418849945 (0.2215494852926996) | > loss_0: 2.41200590133667 (2.410652425554064) | > loss_gen: 2.8495278358459473 (2.6334038045671253) | > loss_kl: 2.7369492053985596 (3.1827135218514337) | > loss_feat: 9.5509614944458 (6.777089728249444) | > loss_mel: 21.119461059570312 (17.693949964311386) | > loss_duration: 2.238132953643799 (2.3610671361287436) | > loss_1: 38.495033264160156 (32.64822398291694)  --> STEP: 19 | > loss_disc: 2.696066379547119 (2.4256742126063298) | > loss_disc_real_0: 0.27665942907333374 (0.19381268753817207) | > loss_disc_real_1: 0.34788620471954346 (0.2463123492504421) | > loss_disc_real_2: 0.2806844711303711 (0.252473879017328) | > loss_disc_real_3: 0.2362987995147705 (0.244377632674418) | > loss_disc_real_4: 0.33464154601097107 (0.25175650182523224) | > loss_disc_real_5: 0.24622638523578644 (0.22284826950023048) | > loss_0: 2.696066379547119 (2.4256742126063298) | > loss_gen: 2.6790106296539307 (2.63580416378222) | > loss_kl: 2.1759772300720215 (3.1297274012314644) | > loss_feat: 5.622618675231934 (6.716328093880101) | > loss_mel: 16.479576110839844 (17.63003555097078) | > loss_duration: 2.3371009826660156 (2.359805759630705) | > loss_1: 29.294282913208008 (32.47170076872173)  --> STEP: 20 | > loss_disc: 2.4838361740112305 (2.4285823106765747) | > loss_disc_real_0: 0.11922944337129593 (0.19008352532982825) | > loss_disc_real_1: 0.19650889933109283 (0.24382217675447465) | > loss_disc_real_2: 0.22727738320827484 (0.2512140542268753) | > loss_disc_real_3: 0.2610127627849579 (0.245209389179945) | > loss_disc_real_4: 0.20577919483184814 (0.24945763647556304) | > loss_disc_real_5: 0.1953228861093521 (0.22147200033068656) | > loss_0: 2.4838361740112305 (2.4285823106765747) | > loss_gen: 2.35068941116333 (2.621548426151276) | > loss_kl: 2.1570725440979004 (3.0810946583747865) | > loss_feat: 7.567644119262695 (6.758893895149231) | > loss_mel: 18.459484100341797 (17.67150797843933) | > loss_duration: 2.3128583431243896 (2.3574583888053895) | > loss_1: 32.847747802734375 (32.49050312042236)  --> STEP: 21 | > loss_disc: 2.394791841506958 (2.4269732407161166) | > loss_disc_real_0: 0.16020485758781433 (0.1886607316278276) | > loss_disc_real_1: 0.31286361813545227 (0.2471098644392831) | > loss_disc_real_2: 0.2170756310224533 (0.24958841502666473) | > loss_disc_real_3: 0.29711467027664185 (0.24768106923216865) | > loss_disc_real_4: 0.227468803524971 (0.2484105491922015) | > loss_disc_real_5: 0.20095625519752502 (0.2204950600862503) | > loss_0: 2.394791841506958 (2.4269732407161166) | > loss_gen: 2.6388049125671387 (2.62237016359965) | > loss_kl: 2.366454839706421 (3.04706419081915) | > loss_feat: 5.619000434875488 (6.704613254183815) | > loss_mel: 14.75990104675293 (17.532860029311408) | > loss_duration: 2.1847100257873535 (2.349232276280721) | > loss_1: 27.568872451782227 (32.25613975524902)  --> STEP: 22 | > loss_disc: 2.119533061981201 (2.412998687137257) | > loss_disc_real_0: 0.11542767286300659 (0.18533195622942664) | > loss_disc_real_1: 0.22810684144496918 (0.24624609066681427) | > loss_disc_real_2: 0.1753639429807663 (0.2462145753882148) | > loss_disc_real_3: 0.23777490854263306 (0.2472307892008261) | > loss_disc_real_4: 0.18499180674552917 (0.24552787908098914) | > loss_disc_real_5: 0.19759801030158997 (0.21945428509603848) | > loss_0: 2.119533061981201 (2.412998687137257) | > loss_gen: 2.6797077655792236 (2.6249764182350854) | > loss_kl: 2.2283928394317627 (3.0098518566651777) | > loss_feat: 7.526586532592773 (6.741975675929677) | > loss_mel: 18.742918014526367 (17.587862665002998) | > loss_duration: 2.211038589477539 (2.3429507450623945) | > loss_1: 33.38864517211914 (32.30761727419767)  --> STEP: 23 | > loss_disc: 2.6467337608337402 (2.4231610816458) | > loss_disc_real_0: 0.30538055300712585 (0.1905514604371527) | > loss_disc_real_1: 0.2887253761291504 (0.24809301612169846) | > loss_disc_real_2: 0.23306109011173248 (0.24564268472401993) | > loss_disc_real_3: 0.306363970041275 (0.24980179706345434) | > loss_disc_real_4: 0.31104567646980286 (0.24837647896745932) | > loss_disc_real_5: 0.27746525406837463 (0.22197650113831396) | > loss_0: 2.6467337608337402 (2.4231610816458) | > loss_gen: 2.688823938369751 (2.6277523973713754) | > loss_kl: 2.8356924057006836 (3.002279706623243) | > loss_feat: 5.017197132110596 (6.666985304459281) | > loss_mel: 17.03162956237793 (17.563678617062777) | > loss_duration: 2.2550103664398193 (2.339127250339674) | > loss_1: 29.828353881835938 (32.199823213660196)  --> STEP: 24 | > loss_disc: 2.285863161087036 (2.417440334955851) | > loss_disc_real_0: 0.14288181066513062 (0.1885652250299851) | > loss_disc_real_1: 0.2433326691389084 (0.24789466833074889) | > loss_disc_real_2: 0.22345970571041107 (0.2447183939317862) | > loss_disc_real_3: 0.22703149914741516 (0.24885303465028605) | > loss_disc_real_4: 0.24917982518672943 (0.24840995172659555) | > loss_disc_real_5: 0.19642116129398346 (0.22091169531146684) | > loss_0: 2.285863161087036 (2.417440334955851) | > loss_gen: 2.833129644393921 (2.6363097826639814) | > loss_kl: 2.5970091819763184 (2.9853934347629547) | > loss_feat: 8.717851638793945 (6.752438068389893) | > loss_mel: 18.368633270263672 (17.59721839427948) | > loss_duration: 2.3880205154418945 (2.341164469718933) | > loss_1: 34.90464401245117 (32.31252408027648)  --> STEP: 25 | > loss_disc: 2.5917556285858154 (2.42441294670105) | > loss_disc_real_0: 0.1894836127758026 (0.18860196053981781) | > loss_disc_real_1: 0.2271852344274521 (0.247066290974617) | > loss_disc_real_2: 0.2797057032585144 (0.24611788630485534) | > loss_disc_real_3: 0.2689025104045868 (0.24965501368045806) | > loss_disc_real_4: 0.3380839228630066 (0.251996910572052) | > loss_disc_real_5: 0.278886616230011 (0.22323069214820862) | > loss_0: 2.5917556285858154 (2.42441294670105) | > loss_gen: 2.5076749324798584 (2.6311643886566163) | > loss_kl: 2.8494300842285156 (2.979954900741577) | > loss_feat: 6.374600887298584 (6.7373245811462406) | > loss_mel: 16.717472076416016 (17.562028541564942) | > loss_duration: 2.3911795616149902 (2.3431650733947755) | > loss_1: 30.84035873413086 (32.25363746643065)  --> STEP: 26 | > loss_disc: 2.484344959259033 (2.4267180241071262) | > loss_disc_real_0: 0.2025858759880066 (0.18913980344167122) | > loss_disc_real_1: 0.31586113572120667 (0.24971224654179353) | > loss_disc_real_2: 0.3223261535167694 (0.24904897350531358) | > loss_disc_real_3: 0.3210466802120209 (0.2524008470085951) | > loss_disc_real_4: 0.29653069376945496 (0.2537097483873367) | > loss_disc_real_5: 0.28944700956344604 (0.22577747358725622) | > loss_0: 2.484344959259033 (2.4267180241071262) | > loss_gen: 3.19722056388855 (2.6529357800116906) | > loss_kl: 2.816748857498169 (2.9736777452322154) | > loss_feat: 8.161325454711914 (6.792093845514151) | > loss_mel: 20.919857025146484 (17.691175790933464) | > loss_duration: 2.2868030071258545 (2.3409973016152015) | > loss_1: 37.381954193115234 (32.450880417456986) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024846425423255335 (+2.273229452279908e-05) | > avg_loss_disc: 2.4267180241071262 (-0.001644822267385937) | > avg_loss_disc_real_0: 0.18913980344167122 (+0.029466580599546432) | > avg_loss_disc_real_1: 0.24971224654179353 (+0.02579347846599725) | > avg_loss_disc_real_2: 0.24904897350531358 (-0.009257080463262679) | > avg_loss_disc_real_3: 0.2524008470085951 (-0.003995807698139786) | > avg_loss_disc_real_4: 0.2537097483873367 (+0.022918395124948893) | > avg_loss_disc_real_5: 0.22577747358725622 (-0.010380996821018368) | > avg_loss_0: 2.4267180241071262 (-0.001644822267385937) | > avg_loss_gen: 2.6529357800116906 (+0.12323198868678187) | > avg_loss_kl: 2.9736777452322154 (+0.17298054695129395) | > avg_loss_feat: 6.792093845514151 (-0.31069597831139184) | > avg_loss_mel: 17.691175790933464 (-0.054233587705166286) | > avg_loss_duration: 2.3409973016152015 (+0.013060872371380317) | > avg_loss_1: 32.450880417456986 (-0.05565665318416535)  > EPOCH: 654/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:04:19)   --> TIME: 2024-06-11 20:04:21 -- STEP: 4/330 -- GLOBAL_STEP: 303825 | > loss_disc: 2.3533172607421875 (2.346080005168915) | > loss_disc_real_0: 0.08905397355556488 (0.11100810766220093) | > loss_disc_real_1: 0.1469360589981079 (0.19564388692378998) | > loss_disc_real_2: 0.1990293711423874 (0.20176658406853676) | > loss_disc_real_3: 0.2363625317811966 (0.22997216880321503) | > loss_disc_real_4: 0.25298401713371277 (0.2415703609585762) | > loss_disc_real_5: 0.25754788517951965 (0.21740343421697617) | > loss_0: 2.3533172607421875 (2.346080005168915) | > grad_norm_0: tensor(5.9168, device='cuda:0') (tensor(6.7324, device='cuda:0')) | > loss_gen: 2.4767987728118896 (2.4358245134353638) | > loss_kl: 1.9542206525802612 (1.9559796750545502) | > loss_feat: 6.334721565246582 (6.76887047290802) | > loss_mel: 18.161388397216797 (18.23135805130005) | > loss_duration: 2.1428165435791016 (2.1638527512550354) | > loss_1: 31.0699462890625 (31.555884838104248) | > grad_norm_1: tensor(88.2467, device='cuda:0') (tensor(113.1835, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3672 (0.3829154372215271) | > loader_time: 0.0032 (0.003429591655731201)  --> TIME: 2024-06-11 20:04:31 -- STEP: 29/330 -- GLOBAL_STEP: 303850 | > loss_disc: 2.281562328338623 (2.3487600540292672) | > loss_disc_real_0: 0.10464990139007568 (0.11056136391286192) | > loss_disc_real_1: 0.18006417155265808 (0.1987064963784711) | > loss_disc_real_2: 0.22771567106246948 (0.20953937131783057) | > loss_disc_real_3: 0.19188353419303894 (0.22766238862070545) | > loss_disc_real_4: 0.24191315472126007 (0.2330594479010023) | > loss_disc_real_5: 0.2038210779428482 (0.22551115987629727) | > loss_0: 2.281562328338623 (2.3487600540292672) | > grad_norm_0: tensor(9.4741, device='cuda:0') (tensor(9.9202, device='cuda:0')) | > loss_gen: 2.6254169940948486 (2.4944890860853524) | > loss_kl: 2.048837661743164 (1.9269932467361977) | > loss_feat: 7.20806360244751 (6.986020252622407) | > loss_mel: 17.766830444335938 (17.732572621312634) | > loss_duration: 2.016014575958252 (2.029965248601191) | > loss_1: 31.665163040161133 (31.170040393697803) | > grad_norm_1: tensor(65.8838, device='cuda:0') (tensor(124.1328, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3752 (0.37000305077125284) | > loader_time: 0.004 (0.003343162865474306)  --> TIME: 2024-06-11 20:04:40 -- STEP: 54/330 -- GLOBAL_STEP: 303875 | > loss_disc: 2.3703818321228027 (2.3817482745205916) | > loss_disc_real_0: 0.08603274077177048 (0.11252612441226288) | > loss_disc_real_1: 0.2131156027317047 (0.20004926897861336) | > loss_disc_real_2: 0.21767838299274445 (0.21322011092194804) | > loss_disc_real_3: 0.257728636264801 (0.2309992950823572) | > loss_disc_real_4: 0.26165005564689636 (0.2339693561748222) | > loss_disc_real_5: 0.23832930624485016 (0.22488919424789924) | > loss_0: 2.3703818321228027 (2.3817482745205916) | > grad_norm_0: tensor(17.2703, device='cuda:0') (tensor(14.5789, device='cuda:0')) | > loss_gen: 2.587880849838257 (2.48663800292545) | > loss_kl: 2.2301697731018066 (1.935337766453072) | > loss_feat: 7.138433933258057 (6.977101476104171) | > loss_mel: 18.392263412475586 (17.679590737378156) | > loss_duration: 1.9619927406311035 (2.0092130524140823) | > loss_1: 32.31074142456055 (31.087881017614293) | > grad_norm_1: tensor(173.5754, device='cuda:0') (tensor(165.7098, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3613 (0.3715602954228719) | > loader_time: 0.0032 (0.003506095321090133)  --> TIME: 2024-06-11 20:04:50 -- STEP: 79/330 -- GLOBAL_STEP: 303900 | > loss_disc: 2.281636953353882 (2.3725982647907884) | > loss_disc_real_0: 0.07321451604366302 (0.11338486352676078) | > loss_disc_real_1: 0.1553167700767517 (0.19829752946956253) | > loss_disc_real_2: 0.2220919281244278 (0.21192897045159642) | > loss_disc_real_3: 0.22028802335262299 (0.23083687941484812) | > loss_disc_real_4: 0.22962099313735962 (0.2345339438960522) | > loss_disc_real_5: 0.22272929549217224 (0.2239142363961739) | > loss_0: 2.281636953353882 (2.3725982647907884) | > grad_norm_0: tensor(4.5935, device='cuda:0') (tensor(13.1432, device='cuda:0')) | > loss_gen: 2.470886468887329 (2.4797703495508516) | > loss_kl: 1.944825530052185 (1.9456409412094309) | > loss_feat: 7.274062156677246 (6.994133641448202) | > loss_mel: 17.640241622924805 (17.640598454052892) | > loss_duration: 1.965307354927063 (2.0013111603410945) | > loss_1: 31.29532241821289 (31.061454434938067) | > grad_norm_1: tensor(50.2270, device='cuda:0') (tensor(142.4693, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3718 (0.3701787387268452) | > loader_time: 0.0036 (0.003635406494140625)  --> TIME: 2024-06-11 20:04:59 -- STEP: 104/330 -- GLOBAL_STEP: 303925 | > loss_disc: 2.4258594512939453 (2.367313497341596) | > loss_disc_real_0: 0.1254410594701767 (0.1139227759379607) | > loss_disc_real_1: 0.20296044647693634 (0.19845078899883312) | > loss_disc_real_2: 0.26824918389320374 (0.2121766317062653) | > loss_disc_real_3: 0.21722231805324554 (0.22983779256733564) | > loss_disc_real_4: 0.22098368406295776 (0.23251527160979235) | > loss_disc_real_5: 0.23655638098716736 (0.22320842771576002) | > loss_0: 2.4258594512939453 (2.367313497341596) | > grad_norm_0: tensor(7.5469, device='cuda:0') (tensor(11.8478, device='cuda:0')) | > loss_gen: 2.4426910877227783 (2.4785339144560017) | > loss_kl: 1.992933750152588 (1.951592390353863) | > loss_feat: 6.800790786743164 (6.995554483853853) | > loss_mel: 17.355470657348633 (17.597440563715416) | > loss_duration: 2.0584399700164795 (2.002927408768581) | > loss_1: 30.650325775146484 (31.026048605258648) | > grad_norm_1: tensor(58.6560, device='cuda:0') (tensor(127.1139, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3642 (0.3696420261493095) | > loader_time: 0.0037 (0.0036804057084597074)  --> TIME: 2024-06-11 20:05:09 -- STEP: 129/330 -- GLOBAL_STEP: 303950 | > loss_disc: 2.3673360347747803 (2.3672557172849196) | > loss_disc_real_0: 0.13080812990665436 (0.11528802420510802) | > loss_disc_real_1: 0.19613738358020782 (0.1984336041202841) | > loss_disc_real_2: 0.18885740637779236 (0.21135884095994076) | > loss_disc_real_3: 0.2179071456193924 (0.22996151100757511) | > loss_disc_real_4: 0.2410544753074646 (0.23245067443958548) | > loss_disc_real_5: 0.25396522879600525 (0.22293355922366298) | > loss_0: 2.3673360347747803 (2.3672557172849196) | > grad_norm_0: tensor(4.9398, device='cuda:0') (tensor(11.0019, device='cuda:0')) | > loss_gen: 2.4984750747680664 (2.4735977464868126) | > loss_kl: 1.8298368453979492 (1.9537414866824483) | > loss_feat: 6.650104522705078 (6.981446779975595) | > loss_mel: 18.220911026000977 (17.57471851230591) | > loss_duration: 1.9855520725250244 (2.0050834842430527) | > loss_1: 31.184877395629883 (30.98858785998914) | > grad_norm_1: tensor(62.1531, device='cuda:0') (tensor(116.5198, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3626 (0.3695189620173254) | > loader_time: 0.004 (0.0037454172622325807)  --> TIME: 2024-06-11 20:05:18 -- STEP: 154/330 -- GLOBAL_STEP: 303975 | > loss_disc: 2.394251585006714 (2.3710328216676593) | > loss_disc_real_0: 0.14905747771263123 (0.11714157486310253) | > loss_disc_real_1: 0.18389564752578735 (0.19847707334276918) | > loss_disc_real_2: 0.20892499387264252 (0.2126066687625724) | > loss_disc_real_3: 0.2479415386915207 (0.22961503441457626) | > loss_disc_real_4: 0.24586451053619385 (0.23250634890872163) | > loss_disc_real_5: 0.20642779767513275 (0.22254687954079022) | > loss_0: 2.394251585006714 (2.3710328216676593) | > grad_norm_0: tensor(6.0777, device='cuda:0') (tensor(11.0140, device='cuda:0')) | > loss_gen: 2.4814705848693848 (2.4705341264799046) | > loss_kl: 2.057630777359009 (1.9618677040199182) | > loss_feat: 7.132800102233887 (6.990279451593176) | > loss_mel: 17.262834548950195 (17.57358805544964) | > loss_duration: 2.0188474655151367 (2.0086007288524077) | > loss_1: 30.953582763671875 (31.004870006016322) | > grad_norm_1: tensor(110.9375, device='cuda:0') (tensor(114.6324, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.6115 (0.37222442998514554) | > loader_time: 0.0058 (0.0038684668479027685)  --> TIME: 2024-06-11 20:05:29 -- STEP: 179/330 -- GLOBAL_STEP: 304000 | > loss_disc: 2.299039840698242 (2.372420281671279) | > loss_disc_real_0: 0.0829516276717186 (0.1175091115955534) | > loss_disc_real_1: 0.20579305291175842 (0.19836002979531633) | > loss_disc_real_2: 0.19035008549690247 (0.21270194308384838) | > loss_disc_real_3: 0.23488540947437286 (0.23006990518649864) | > loss_disc_real_4: 0.18815535306930542 (0.23184842337443176) | > loss_disc_real_5: 0.2103322148323059 (0.22328879180567224) | > loss_0: 2.299039840698242 (2.372420281671279) | > grad_norm_0: tensor(17.2944, device='cuda:0') (tensor(10.7749, device='cuda:0')) | > loss_gen: 2.436751365661621 (2.467886166865601) | > loss_kl: 2.023473024368286 (1.9696923907242674) | > loss_feat: 6.816125392913818 (6.974445132569894) | > loss_mel: 16.68198013305664 (17.546196916249873) | > loss_duration: 2.079775810241699 (2.0147542833615946) | > loss_1: 30.038108825683594 (30.972974841155153) | > grad_norm_1: tensor(104.9247, device='cuda:0') (tensor(111.2103, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.3805 (0.375435256425229) | > loader_time: 0.0044 (0.003962998949615649) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_304000.pth  --> TIME: 2024-06-11 20:05:43 -- STEP: 204/330 -- GLOBAL_STEP: 304025 | > loss_disc: 2.4280190467834473 (2.3742381416115115) | > loss_disc_real_0: 0.21111950278282166 (0.11923434106888724) | > loss_disc_real_1: 0.18662004172801971 (0.1985156106598237) | > loss_disc_real_2: 0.22898460924625397 (0.21268800448845415) | > loss_disc_real_3: 0.22092434763908386 (0.22998337191986104) | > loss_disc_real_4: 0.22449806332588196 (0.23218910549493396) | > loss_disc_real_5: 0.2408353090286255 (0.2236766536884448) | > loss_0: 2.4280190467834473 (2.3742381416115115) | > grad_norm_0: tensor(39.1087, device='cuda:0') (tensor(12.6277, device='cuda:0')) | > loss_gen: 2.2567243576049805 (2.470628621531469) | > loss_kl: 2.157855272293091 (1.9704465264198827) | > loss_feat: 6.814229488372803 (6.982109305905361) | > loss_mel: 16.673398971557617 (17.50480640168283) | > loss_duration: 2.029327630996704 (2.02245133413988) | > loss_1: 29.931537628173828 (30.950442183251475) | > grad_norm_1: tensor(438.8839, device='cuda:0') (tensor(129.5801, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.4001 (0.37898145002477324) | > loader_time: 0.0061 (0.004083529406902837)  --> TIME: 2024-06-11 20:05:54 -- STEP: 229/330 -- GLOBAL_STEP: 304050 | > loss_disc: 2.329545259475708 (2.37231946095629) | > loss_disc_real_0: 0.062297116965055466 (0.11966993381558026) | > loss_disc_real_1: 0.2073492556810379 (0.19846211529975374) | > loss_disc_real_2: 0.20264652371406555 (0.2126987132703373) | > loss_disc_real_3: 0.24000705778598785 (0.2296905464870961) | > loss_disc_real_4: 0.2687489986419678 (0.2313926209528894) | > loss_disc_real_5: 0.2240385115146637 (0.22270700875588378) | > loss_0: 2.329545259475708 (2.37231946095629) | > grad_norm_0: tensor(11.5668, device='cuda:0') (tensor(15.6218, device='cuda:0')) | > loss_gen: 2.582721471786499 (2.47567883537326) | > loss_kl: 2.0708401203155518 (1.9711819824693504) | > loss_feat: 6.764283180236816 (6.988723388405346) | > loss_mel: 17.495420455932617 (17.459186258274404) | > loss_duration: 2.1281986236572266 (2.0304547251572256) | > loss_1: 31.04146385192871 (30.925225153760618) | > grad_norm_1: tensor(329.7951, device='cuda:0') (tensor(152.3787, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.419 (0.38253978974954544) | > loader_time: 0.0052 (0.0041942388209713615)  --> TIME: 2024-06-11 20:06:04 -- STEP: 254/330 -- GLOBAL_STEP: 304075 | > loss_disc: 2.2343404293060303 (2.3721957197339516) | > loss_disc_real_0: 0.05095825344324112 (0.12025454254659611) | > loss_disc_real_1: 0.19518639147281647 (0.19856428941638452) | > loss_disc_real_2: 0.2182154506444931 (0.21275944198210409) | > loss_disc_real_3: 0.20268657803535461 (0.2297036663049788) | > loss_disc_real_4: 0.21493984758853912 (0.23162683498437012) | > loss_disc_real_5: 0.19472281634807587 (0.22236983114340175) | > loss_0: 2.2343404293060303 (2.3721957197339516) | > grad_norm_0: tensor(28.5016, device='cuda:0') (tensor(18.3428, device='cuda:0')) | > loss_gen: 2.6122424602508545 (2.4818428435663558) | > loss_kl: 2.0004522800445557 (1.9736841597894983) | > loss_feat: 8.27390193939209 (7.003561263947975) | > loss_mel: 16.63472557067871 (17.423665031673405) | > loss_duration: 2.075742244720459 (2.0378342294317533) | > loss_1: 31.597064971923828 (30.92058750212662) | > grad_norm_1: tensor(581.3845, device='cuda:0') (tensor(179.9867, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.4633 (0.3869218638562782) | > loader_time: 0.0067 (0.0043213076478853)  --> TIME: 2024-06-11 20:06:16 -- STEP: 279/330 -- GLOBAL_STEP: 304100 | > loss_disc: 2.5221147537231445 (2.3738575836236335) | > loss_disc_real_0: 0.0606740340590477 (0.1223245359903809) | > loss_disc_real_1: 0.20953598618507385 (0.19831784683743683) | > loss_disc_real_2: 0.3063429296016693 (0.21289386426676132) | > loss_disc_real_3: 0.24706876277923584 (0.22976985760700747) | > loss_disc_real_4: 0.24356743693351746 (0.2309221510498327) | > loss_disc_real_5: 0.23321771621704102 (0.22220006606484827) | > loss_0: 2.5221147537231445 (2.3738575836236335) | > grad_norm_0: tensor(30.2907, device='cuda:0') (tensor(21.3180, device='cuda:0')) | > loss_gen: 2.4000203609466553 (2.48687579640351) | > loss_kl: 2.0474982261657715 (1.9837295304062545) | > loss_feat: 7.522483825683594 (7.019051452691411) | > loss_mel: 17.452091217041016 (17.37800023205392) | > loss_duration: 2.147611618041992 (2.0471991834674688) | > loss_1: 31.569705963134766 (30.9148561621225) | > grad_norm_1: tensor(513.7158, device='cuda:0') (tensor(204.4418, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.4811 (0.3920158049538999) | > loader_time: 0.007 (0.004478603281000609)  --> TIME: 2024-06-11 20:06:28 -- STEP: 304/330 -- GLOBAL_STEP: 304125 | > loss_disc: 2.4974217414855957 (2.3749732641797316) | > loss_disc_real_0: 0.1699482798576355 (0.12298249704518209) | > loss_disc_real_1: 0.22731460630893707 (0.19870454548416952) | > loss_disc_real_2: 0.25093305110931396 (0.2129147072861853) | > loss_disc_real_3: 0.25462818145751953 (0.22964181692192429) | > loss_disc_real_4: 0.22871962189674377 (0.230942145774239) | > loss_disc_real_5: 0.24206289649009705 (0.22178947528530107) | > loss_0: 2.4974217414855957 (2.3749732641797316) | > grad_norm_0: tensor(24.3231, device='cuda:0') (tensor(21.8297, device='cuda:0')) | > loss_gen: 2.465771436691284 (2.4831941802250723) | > loss_kl: 2.214865207672119 (1.9903810726184594) | > loss_feat: 7.457078456878662 (7.023382423739684) | > loss_mel: 16.20451545715332 (17.329148581153476) | > loss_duration: 2.1978769302368164 (2.0579876915404673) | > loss_1: 30.54010772705078 (30.88409394339511) | > grad_norm_1: tensor(330.9977, device='cuda:0') (tensor(216.9332, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 0.4914 (0.3984024477632422) | > loader_time: 0.0067 (0.004650868867572986)  --> TIME: 2024-06-11 20:06:57 -- STEP: 329/330 -- GLOBAL_STEP: 304150 | > loss_disc: 2.880411148071289 (2.3881329982838735) | > loss_disc_real_0: 0.14171798527240753 (0.12382487168020391) | > loss_disc_real_1: 0.5924960970878601 (0.2055225072026616) | > loss_disc_real_2: 0.1673436164855957 (0.21311509455228644) | > loss_disc_real_3: 0.23188577592372894 (0.23021653149627988) | > loss_disc_real_4: 0.3002525269985199 (0.23147966463605685) | > loss_disc_real_5: 0.2661901116371155 (0.2222489575575188) | > loss_0: 2.880411148071289 (2.3881329982838735) | > grad_norm_0: tensor(12.8563, device='cuda:0') (tensor(21.6707, device='cuda:0')) | > loss_gen: 2.4372806549072266 (2.483160928389948) | > loss_kl: 2.179574489593506 (2.000564943330991) | > loss_feat: 11.709415435791016 (7.138015010798956) | > loss_mel: 17.931699752807617 (17.32570129324962) | > loss_duration: 2.3049912452697754 (2.0726020973866466) | > loss_1: 36.562965393066406 (31.020044268808103) | > grad_norm_1: tensor(168.7206, device='cuda:0') (tensor(221.2222, device='cuda:0')) | > current_lr_0: 0.00018429951935938803 | > current_lr_1: 0.00018429951935938803 | > step_time: 14.6753 (0.45499959905096826) | > loader_time: 0.0332 (0.0050774236580521164)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.752131938934326 (2.752131938934326) | > loss_disc_real_0: 0.19097775220870972 (0.19097775220870972) | > loss_disc_real_1: 0.18842875957489014 (0.18842875957489014) | > loss_disc_real_2: 0.2431378960609436 (0.2431378960609436) | > loss_disc_real_3: 0.23217669129371643 (0.23217669129371643) | > loss_disc_real_4: 0.2523115575313568 (0.2523115575313568) | > loss_disc_real_5: 0.2392171323299408 (0.2392171323299408) | > loss_0: 2.752131938934326 (2.752131938934326) | > loss_gen: 1.947113275527954 (1.947113275527954) | > loss_kl: 2.6376795768737793 (2.6376795768737793) | > loss_feat: 3.5638203620910645 (3.5638203620910645) | > loss_mel: 12.98073673248291 (12.98073673248291) | > loss_duration: 2.9460196495056152 (2.9460196495056152) | > loss_1: 24.075368881225586 (24.075368881225586)  --> STEP: 1 | > loss_disc: 2.2637076377868652 (2.2637076377868652) | > loss_disc_real_0: 0.05700656771659851 (0.05700656771659851) | > loss_disc_real_1: 0.09807504713535309 (0.09807504713535309) | > loss_disc_real_2: 0.17125657200813293 (0.17125657200813293) | > loss_disc_real_3: 0.16933006048202515 (0.16933006048202515) | > loss_disc_real_4: 0.20112790167331696 (0.20112790167331696) | > loss_disc_real_5: 0.31695082783699036 (0.31695082783699036) | > loss_0: 2.2637076377868652 (2.2637076377868652) | > loss_gen: 2.280388116836548 (2.280388116836548) | > loss_kl: 2.85902738571167 (2.85902738571167) | > loss_feat: 5.890008449554443 (5.890008449554443) | > loss_mel: 18.750633239746094 (18.750633239746094) | > loss_duration: 2.3941402435302734 (2.3941402435302734) | > loss_1: 32.1741943359375 (32.1741943359375)  --> STEP: 2 | > loss_disc: 2.414069890975952 (2.3388887643814087) | > loss_disc_real_0: 0.10253709554672241 (0.07977183163166046) | > loss_disc_real_1: 0.2545091211795807 (0.1762920841574669) | > loss_disc_real_2: 0.21154554188251495 (0.19140105694532394) | > loss_disc_real_3: 0.20723848044872284 (0.188284270465374) | > loss_disc_real_4: 0.18305297195911407 (0.19209043681621552) | > loss_disc_real_5: 0.24742914736270905 (0.2821899875998497) | > loss_0: 2.414069890975952 (2.3388887643814087) | > loss_gen: 2.314209222793579 (2.2972986698150635) | > loss_kl: 2.5074009895324707 (2.6832141876220703) | > loss_feat: 6.8005452156066895 (6.345276832580566) | > loss_mel: 17.672019958496094 (18.211326599121094) | > loss_duration: 2.470560312271118 (2.432350277900696) | > loss_1: 31.764734268188477 (31.96946430206299)  --> STEP: 3 | > loss_disc: 2.259209632873535 (2.312329053878784) | > loss_disc_real_0: 0.08154146373271942 (0.08036170899868011) | > loss_disc_real_1: 0.1364791989326477 (0.1630211224158605) | > loss_disc_real_2: 0.17215408384799957 (0.18498539924621582) | > loss_disc_real_3: 0.22186753153800964 (0.19947869082291922) | > loss_disc_real_4: 0.24575687944889069 (0.20997925102710724) | > loss_disc_real_5: 0.2594870626926422 (0.2746223459641139) | > loss_0: 2.259209632873535 (2.312329053878784) | > loss_gen: 2.2176289558410645 (2.270742098490397) | > loss_kl: 3.3085174560546875 (2.891648610432943) | > loss_feat: 6.935505390167236 (6.542019685109456) | > loss_mel: 16.728750228881836 (17.717134475708008) | > loss_duration: 2.391798734664917 (2.418833096822103) | > loss_1: 31.582199096679688 (31.840375900268555)  --> STEP: 4 | > loss_disc: 2.307128429412842 (2.3110288977622986) | > loss_disc_real_0: 0.08759482204914093 (0.08216998726129532) | > loss_disc_real_1: 0.23459704220294952 (0.18091510236263275) | > loss_disc_real_2: 0.25360941886901855 (0.2021414041519165) | > loss_disc_real_3: 0.21367760002613068 (0.20302841812372208) | > loss_disc_real_4: 0.19329634308815002 (0.20580852404236794) | > loss_disc_real_5: 0.18245597183704376 (0.25158075243234634) | > loss_0: 2.307128429412842 (2.3110288977622986) | > loss_gen: 2.558610200881958 (2.3427091240882874) | > loss_kl: 3.2984161376953125 (2.993340492248535) | > loss_feat: 8.227852821350098 (6.963477969169617) | > loss_mel: 17.408716201782227 (17.640029907226562) | > loss_duration: 2.3702101707458496 (2.4066773653030396) | > loss_1: 33.863807678222656 (32.34623384475708)  --> STEP: 5 | > loss_disc: 2.7036800384521484 (2.3895591259002686) | > loss_disc_real_0: 0.17380842566490173 (0.1004976749420166) | > loss_disc_real_1: 0.2895635962486267 (0.20264480113983155) | > loss_disc_real_2: 0.21224239468574524 (0.20416160225868224) | > loss_disc_real_3: 0.2093217521905899 (0.20428708493709563) | > loss_disc_real_4: 0.2617027163505554 (0.21698736250400544) | > loss_disc_real_5: 0.3377211391925812 (0.2688088297843933) | > loss_0: 2.7036800384521484 (2.3895591259002686) | > loss_gen: 2.1910572052001953 (2.312378740310669) | > loss_kl: 3.1843910217285156 (3.0315505981445314) | > loss_feat: 4.965869903564453 (6.563956356048584) | > loss_mel: 17.35733985900879 (17.58349189758301) | > loss_duration: 2.375150680541992 (2.40037202835083) | > loss_1: 30.073808670043945 (31.89174880981445)  --> STEP: 6 | > loss_disc: 2.657114028930664 (2.434151609738668) | > loss_disc_real_0: 0.1328391134738922 (0.10588791469732921) | > loss_disc_real_1: 0.2704334259033203 (0.21394290526707968) | > loss_disc_real_2: 0.2774631083011627 (0.216378519932429) | > loss_disc_real_3: 0.2202875018119812 (0.2069538210829099) | > loss_disc_real_4: 0.2471674084663391 (0.22201737016439438) | > loss_disc_real_5: 0.23788882791996002 (0.2636554961403211) | > loss_0: 2.657114028930664 (2.434151609738668) | > loss_gen: 2.140305995941162 (2.283699949582418) | > loss_kl: 2.899808645248413 (3.0095936059951782) | > loss_feat: 5.874083518981934 (6.448977549870809) | > loss_mel: 16.616809844970703 (17.422378222147625) | > loss_duration: 2.243518590927124 (2.3742297887802124) | > loss_1: 29.774526596069336 (31.538878440856934)  --> STEP: 7 | > loss_disc: 2.4367566108703613 (2.4345237527574812) | > loss_disc_real_0: 0.06857187300920486 (0.10055705159902573) | > loss_disc_real_1: 0.2644565999507904 (0.22115914736475265) | > loss_disc_real_2: 0.21398240327835083 (0.21603621755327498) | > loss_disc_real_3: 0.2160988599061966 (0.2082602552005223) | > loss_disc_real_4: 0.22506940364837646 (0.2224533749478204) | > loss_disc_real_5: 0.2718265652656555 (0.26482279172965456) | > loss_0: 2.4367566108703613 (2.4345237527574812) | > loss_gen: 2.3269760608673096 (2.289882251194545) | > loss_kl: 4.389827728271484 (3.2067699091775075) | > loss_feat: 5.6711201667785645 (6.337855066571917) | > loss_mel: 16.410663604736328 (17.27784756251744) | > loss_duration: 2.466848134994507 (2.3874609810965404) | > loss_1: 31.26543617248535 (31.499815259660995)  --> STEP: 8 | > loss_disc: 2.357656240463257 (2.424915313720703) | > loss_disc_real_0: 0.08536688983440399 (0.09865828137844801) | > loss_disc_real_1: 0.21919269859790802 (0.22091334126889706) | > loss_disc_real_2: 0.23655492067337036 (0.2186010554432869) | > loss_disc_real_3: 0.23646622896194458 (0.21178600192070007) | > loss_disc_real_4: 0.2052515745162964 (0.2203031498938799) | > loss_disc_real_5: 0.21115230023860931 (0.2581139802932739) | > loss_0: 2.357656240463257 (2.424915313720703) | > loss_gen: 2.3711464405059814 (2.3000402748584747) | > loss_kl: 3.428079605102539 (3.2344336211681366) | > loss_feat: 7.0009026527404785 (6.420736014842987) | > loss_mel: 19.817462921142578 (17.59529948234558) | > loss_duration: 2.2632241249084473 (2.3719313740730286) | > loss_1: 34.88081741333008 (31.92244052886963)  --> STEP: 9 | > loss_disc: 2.7943155765533447 (2.4659597873687744) | > loss_disc_real_0: 0.2084425985813141 (0.11085653884543313) | > loss_disc_real_1: 0.4500983655452728 (0.24637834396627215) | > loss_disc_real_2: 0.20156775414943695 (0.2167084664106369) | > loss_disc_real_3: 0.29415637254714966 (0.22093826532363892) | > loss_disc_real_4: 0.2780193090438843 (0.2267160564661026) | > loss_disc_real_5: 0.3687971532344818 (0.2704121106200748) | > loss_0: 2.7943155765533447 (2.4659597873687744) | > loss_gen: 2.701659917831421 (2.3446646796332464) | > loss_kl: 2.9304707050323486 (3.2006599638197155) | > loss_feat: 9.181044578552246 (6.727436966366238) | > loss_mel: 17.516908645629883 (17.58658938937717) | > loss_duration: 2.143188238143921 (2.3465154700809054) | > loss_1: 34.473270416259766 (32.20586607191298)  --> STEP: 10 | > loss_disc: 2.5076546669006348 (2.4701292753219604) | > loss_disc_real_0: 0.08308523893356323 (0.10807940885424613) | > loss_disc_real_1: 0.19540925323963165 (0.2412814348936081) | > loss_disc_real_2: 0.31296709179878235 (0.22633432894945144) | > loss_disc_real_3: 0.2513364553451538 (0.22397808432579042) | > loss_disc_real_4: 0.26207974553108215 (0.23025242537260054) | > loss_disc_real_5: 0.2703760266304016 (0.27040850222110746) | > loss_0: 2.5076546669006348 (2.4701292753219604) | > loss_gen: 2.379910469055176 (2.3481892585754394) | > loss_kl: 2.7872040271759033 (3.1593143701553346) | > loss_feat: 5.484467506408691 (6.603140020370484) | > loss_mel: 15.624074935913086 (17.39033794403076) | > loss_duration: 2.337130069732666 (2.3455769300460814) | > loss_1: 28.6127872467041 (31.84655818939209)  --> STEP: 11 | > loss_disc: 2.216404914855957 (2.4470634243705054) | > loss_disc_real_0: 0.06959357857704163 (0.10458069701086391) | > loss_disc_real_1: 0.18140901625156403 (0.23583848774433136) | > loss_disc_real_2: 0.16128955781459808 (0.22042116793719205) | > loss_disc_real_3: 0.21124133467674255 (0.22282019799405878) | > loss_disc_real_4: 0.20216497778892517 (0.2276990210468119) | > loss_disc_real_5: 0.22479495406150818 (0.2662618160247803) | > loss_0: 2.216404914855957 (2.4470634243705054) | > loss_gen: 2.3052175045013428 (2.3442827354777944) | > loss_kl: 3.6246368885040283 (3.201616417277943) | > loss_feat: 6.509796619415283 (6.594654256647283) | > loss_mel: 18.373186111450195 (17.479687777432527) | > loss_duration: 2.5264229774475098 (2.3620174798098477) | > loss_1: 33.33926010131836 (31.98225836320357)  --> STEP: 12 | > loss_disc: 2.1686909198760986 (2.423865715662638) | > loss_disc_real_0: 0.08250819146633148 (0.10274132154881954) | > loss_disc_real_1: 0.18474625051021576 (0.23158080130815506) | > loss_disc_real_2: 0.17438869178295135 (0.21658512825767198) | > loss_disc_real_3: 0.17558377981185913 (0.2188838298122088) | > loss_disc_real_4: 0.1903885304927826 (0.22458981350064278) | > loss_disc_real_5: 0.24098613858222961 (0.2641555095712344) | > loss_0: 2.1686909198760986 (2.423865715662638) | > loss_gen: 2.321450710296631 (2.3423800667126975) | > loss_kl: 2.559112071990967 (3.1480743885040283) | > loss_feat: 7.009644508361816 (6.629236777623494) | > loss_mel: 17.764144897460938 (17.503392537434895) | > loss_duration: 2.24429988861084 (2.352207680543264) | > loss_1: 31.898651123046875 (31.97529109319051)  --> STEP: 13 | > loss_disc: 2.496713161468506 (2.4294693653400126) | > loss_disc_real_0: 0.1015082597732544 (0.10264647064300683) | > loss_disc_real_1: 0.2449953556060791 (0.23261269010030305) | > loss_disc_real_2: 0.23001877963542938 (0.217618486055961) | > loss_disc_real_3: 0.27193838357925415 (0.22296494933275077) | > loss_disc_real_4: 0.21698781847953796 (0.22400504465286547) | > loss_disc_real_5: 0.23678912222385406 (0.26205040285220516) | > loss_0: 2.496713161468506 (2.4294693653400126) | > loss_gen: 2.5444371700286865 (2.357922920813927) | > loss_kl: 3.5730106830596924 (3.180761795777541) | > loss_feat: 7.180837154388428 (6.671667575836182) | > loss_mel: 14.811851501464844 (17.296350919283352) | > loss_duration: 2.2494592666625977 (2.3443039563985972) | > loss_1: 30.359596252441406 (31.85100687467135)  --> STEP: 14 | > loss_disc: 2.4334003925323486 (2.429750152996608) | > loss_disc_real_0: 0.13656464219093323 (0.10506919718214444) | > loss_disc_real_1: 0.14305569231510162 (0.22621576168707438) | > loss_disc_real_2: 0.24098049104213715 (0.21928720069783075) | > loss_disc_real_3: 0.17381112277507782 (0.2194539617214884) | > loss_disc_real_4: 0.22351983189582825 (0.2239703865987914) | > loss_disc_real_5: 0.2129088193178177 (0.25854028974260607) | > loss_0: 2.4334003925323486 (2.429750152996608) | > loss_gen: 2.3468434810638428 (2.35713153226035) | > loss_kl: 3.665046453475952 (3.215353557041713) | > loss_feat: 6.9522929191589355 (6.6917122432163785) | > loss_mel: 18.852048873901367 (17.407472201756068) | > loss_duration: 2.366334915161133 (2.3458775963102068) | > loss_1: 34.18256378173828 (32.01754665374756)  --> STEP: 15 | > loss_disc: 2.4385647773742676 (2.4303377946217855) | > loss_disc_real_0: 0.09053169190883636 (0.1041000301639239) | > loss_disc_real_1: 0.307354599237442 (0.23162501752376558) | > loss_disc_real_2: 0.17985950410366058 (0.21665868759155274) | > loss_disc_real_3: 0.19504038989543915 (0.21782639026641845) | > loss_disc_real_4: 0.152678981423378 (0.21921762625376384) | > loss_disc_real_5: 0.17238956689834595 (0.2527969082196554) | > loss_0: 2.4385647773742676 (2.4303377946217855) | > loss_gen: 2.158217191696167 (2.3438705762227374) | > loss_kl: 3.7721359729766846 (3.2524723847707113) | > loss_feat: 7.534348964691162 (6.747888024648031) | > loss_mel: 17.63946533203125 (17.42293841044108) | > loss_duration: 2.417024612426758 (2.350620730717977) | > loss_1: 33.52119064331055 (32.11778958638509)  --> STEP: 16 | > loss_disc: 2.6614770889282227 (2.444784000515938) | > loss_disc_real_0: 0.23088416457176208 (0.11202403856441379) | > loss_disc_real_1: 0.3789865970611572 (0.24083511624485254) | > loss_disc_real_2: 0.2762341797351837 (0.22038215585052967) | > loss_disc_real_3: 0.23384793102741241 (0.21882773656398058) | > loss_disc_real_4: 0.2179565727710724 (0.21913881041109562) | > loss_disc_real_5: 0.2537412941455841 (0.2528559323400259) | > loss_0: 2.6614770889282227 (2.444784000515938) | > loss_gen: 2.5599169731140137 (2.3573734760284424) | > loss_kl: 3.3357255458831787 (3.2576757073402405) | > loss_feat: 7.232972621917725 (6.7782058119773865) | > loss_mel: 14.851402282714844 (17.26221740245819) | > loss_duration: 2.398611307144165 (2.3536201417446136) | > loss_1: 30.378629684448242 (32.00909209251404)  --> STEP: 17 | > loss_disc: 2.5524959564208984 (2.451119997922112) | > loss_disc_real_0: 0.15695130825042725 (0.11466681913417928) | > loss_disc_real_1: 0.23323358595371246 (0.24038796740419724) | > loss_disc_real_2: 0.2543078362941742 (0.22237778411192052) | > loss_disc_real_3: 0.2521911859512329 (0.22079029241028955) | > loss_disc_real_4: 0.22426939010620117 (0.21944060921669006) | > loss_disc_real_5: 0.33355167508125305 (0.2576027407365687) | > loss_0: 2.5524959564208984 (2.451119997922112) | > loss_gen: 2.4402055740356445 (2.3622459523818073) | > loss_kl: 2.0153276920318604 (3.1845964123221004) | > loss_feat: 5.3223466873168945 (6.692567039938534) | > loss_mel: 17.144887924194336 (17.25531566844267) | > loss_duration: 2.486056327819824 (2.3614105056313908) | > loss_1: 29.408824920654297 (31.8561352000517)  --> STEP: 18 | > loss_disc: 2.7335519790649414 (2.466810663541158) | > loss_disc_real_0: 0.1288767158985138 (0.11545625784330898) | > loss_disc_real_1: 0.20300379395484924 (0.23831106887923348) | > loss_disc_real_2: 0.2564548850059509 (0.22427095638381112) | > loss_disc_real_3: 0.22931614518165588 (0.22126395089758766) | > loss_disc_real_4: 0.25945183634757996 (0.22166345516840616) | > loss_disc_real_5: 0.292280912399292 (0.2595293058289422) | > loss_0: 2.7335519790649414 (2.466810663541158) | > loss_gen: 2.0208683013916016 (2.3432805273267956) | > loss_kl: 2.409874677658081 (3.141556315951877) | > loss_feat: 5.243649005889893 (6.612071593602498) | > loss_mel: 13.241863250732422 (17.03234608968099) | > loss_duration: 2.20550274848938 (2.3527489635679455) | > loss_1: 25.12175750732422 (31.482003106011284)  --> STEP: 19 | > loss_disc: 2.5669808387756348 (2.472082778027183) | > loss_disc_real_0: 0.14056962728500366 (0.11677801412971396) | > loss_disc_real_1: 0.37826210260391235 (0.24567691275947973) | > loss_disc_real_2: 0.26481813192367554 (0.2264050182543303) | > loss_disc_real_3: 0.2583291828632355 (0.22321475257999018) | > loss_disc_real_4: 0.2273522913455963 (0.22196286759878459) | > loss_disc_real_5: 0.30367785692214966 (0.2618529137812163) | > loss_0: 2.5669808387756348 (2.472082778027183) | > loss_gen: 2.7173659801483154 (2.362969235370034) | > loss_kl: 2.0630414485931396 (3.084792375564575) | > loss_feat: 8.392817497253418 (6.705795062215705) | > loss_mel: 16.986690521240234 (17.029943165026214) | > loss_duration: 2.3662209510803223 (2.3534580155422815) | > loss_1: 32.52613830566406 (31.536957590203535)  --> STEP: 20 | > loss_disc: 2.4151504039764404 (2.469236159324646) | > loss_disc_real_0: 0.1126793771982193 (0.11657308228313923) | > loss_disc_real_1: 0.2633184492588043 (0.24655898958444594) | > loss_disc_real_2: 0.2705666422843933 (0.22861309945583344) | > loss_disc_real_3: 0.21703249216079712 (0.22290563955903053) | > loss_disc_real_4: 0.22189287841320038 (0.2219593681395054) | > loss_disc_real_5: 0.21042834222316742 (0.25928168520331385) | > loss_0: 2.4151504039764404 (2.469236159324646) | > loss_gen: 2.3780674934387207 (2.363724148273468) | > loss_kl: 2.1188063621520996 (3.0364930748939516) | > loss_feat: 7.719503879547119 (6.756480503082275) | > loss_mel: 18.699365615844727 (17.11341428756714) | > loss_duration: 2.2799911499023438 (2.349784672260285) | > loss_1: 33.19573211669922 (31.61989631652832)  --> STEP: 21 | > loss_disc: 2.393948793411255 (2.4656510466621038) | > loss_disc_real_0: 0.08392758667469025 (0.11501853487321309) | > loss_disc_real_1: 0.22218233346939087 (0.24539819643611) | > loss_disc_real_2: 0.20594029128551483 (0.2275334419239135) | > loss_disc_real_3: 0.24124495685100555 (0.2237789403824579) | > loss_disc_real_4: 0.22453926503658295 (0.22208222037269956) | > loss_disc_real_5: 0.2554796040058136 (0.2591006337177186) | > loss_0: 2.393948793411255 (2.4656510466621038) | > loss_gen: 2.4338223934173584 (2.3670621599469865) | > loss_kl: 3.3516170978546143 (3.051498980749221) | > loss_feat: 6.051085948944092 (6.7228902862185524) | > loss_mel: 15.038267135620117 (17.014597756522043) | > loss_duration: 2.102149724960327 (2.3379925319126675) | > loss_1: 28.976943969726562 (31.494041442871094)  --> STEP: 22 | > loss_disc: 2.3397350311279297 (2.4599275914105507) | > loss_disc_real_0: 0.07077232003211975 (0.11300734328952702) | > loss_disc_real_1: 0.3145914375782013 (0.24854334376075052) | > loss_disc_real_2: 0.20152337849140167 (0.2263511663133448) | > loss_disc_real_3: 0.24342666566371918 (0.22467201880433343) | > loss_disc_real_4: 0.21424415707588196 (0.22172594476829877) | > loss_disc_real_5: 0.3020001947879791 (0.2610506137663668) | > loss_0: 2.3397350311279297 (2.4599275914105507) | > loss_gen: 2.7400081157684326 (2.3840142488479614) | > loss_kl: 2.509072780609131 (3.026843244379217) | > loss_feat: 8.961196899414062 (6.824631495909258) | > loss_mel: 18.51589584350586 (17.08283857865767) | > loss_duration: 2.2034733295440674 (2.3318780227140947) | > loss_1: 34.92964553833008 (31.650205265391957)  --> STEP: 23 | > loss_disc: 2.3329896926879883 (2.4544085523356567) | > loss_disc_real_0: 0.13120150566101074 (0.11379839382741762) | > loss_disc_real_1: 0.27391692996025085 (0.2496465431607288) | > loss_disc_real_2: 0.28084227442741394 (0.22872034492699997) | > loss_disc_real_3: 0.3168364465236664 (0.22867916783560877) | > loss_disc_real_4: 0.2497083842754364 (0.2229425725729569) | > loss_disc_real_5: 0.2830198407173157 (0.26200579754684283) | > loss_0: 2.3329896926879883 (2.4544085523356567) | > loss_gen: 2.9730353355407715 (2.409623861312866) | > loss_kl: 2.526815891265869 (3.0051029246786367) | > loss_feat: 6.94126033782959 (6.829702315123185) | > loss_mel: 16.516183853149414 (17.05820141667905) | > loss_duration: 2.3171608448028564 (2.331238145413606) | > loss_1: 31.274457931518555 (31.633868424788766)  --> STEP: 24 | > loss_disc: 2.521624803543091 (2.4572092294692998) | > loss_disc_real_0: 0.13102291524410248 (0.11451608221977949) | > loss_disc_real_1: 0.19154727458953857 (0.24722574030359587) | > loss_disc_real_2: 0.2984738051891327 (0.23162673910458884) | > loss_disc_real_3: 0.23432639241218567 (0.22891446885963282) | > loss_disc_real_4: 0.259105384349823 (0.224449356396993) | > loss_disc_real_5: 0.3085397779941559 (0.2639447133988142) | > loss_0: 2.521624803543091 (2.4572092294692998) | > loss_gen: 2.367522954940796 (2.4078696568806968) | > loss_kl: 2.5168440341949463 (2.984758804241816) | > loss_feat: 5.993772029876709 (6.794871886571248) | > loss_mel: 16.516956329345703 (17.03564953804016) | > loss_duration: 2.416454792022705 (2.3347888390223184) | > loss_1: 29.81155014038086 (31.55793849627177)  --> STEP: 25 | > loss_disc: 2.770761251449585 (2.4697513103485114) | > loss_disc_real_0: 0.12082060426473618 (0.11476826310157776) | > loss_disc_real_1: 0.25342851877212524 (0.24747385144233702) | > loss_disc_real_2: 0.30423688888549805 (0.2345311450958252) | > loss_disc_real_3: 0.2290113866329193 (0.22891834557056426) | > loss_disc_real_4: 0.289583683013916 (0.22705472946166994) | > loss_disc_real_5: 0.35204148292541504 (0.26746858417987823) | > loss_0: 2.770761251449585 (2.4697513103485114) | > loss_gen: 2.3725709915161133 (2.406457710266113) | > loss_kl: 2.3014814853668213 (2.9574277114868166) | > loss_feat: 5.453242301940918 (6.741206703186035) | > loss_mel: 13.535970687866211 (16.8956623840332) | > loss_duration: 2.344571113586426 (2.3351801300048827) | > loss_1: 26.007835388183594 (31.33593437194824)  --> STEP: 26 | > loss_disc: 2.2463910579681396 (2.4611605314108047) | > loss_disc_real_0: 0.05016334354877472 (0.11228345850339302) | > loss_disc_real_1: 0.09008361399173737 (0.24142038077116013) | > loss_disc_real_2: 0.1396343857049942 (0.23088126973463938) | > loss_disc_real_3: 0.11945165693759918 (0.22470808831545022) | > loss_disc_real_4: 0.21362879872322083 (0.2265383475101911) | > loss_disc_real_5: 0.11880040168762207 (0.2617505771609453) | > loss_0: 2.2463910579681396 (2.4611605314108047) | > loss_gen: 1.9202960729599 (2.3877591857543354) | > loss_kl: 2.475898027420044 (2.93890733902271) | > loss_feat: 9.135293006896973 (6.833286945636456) | > loss_mel: 19.38104248046875 (16.9912539262038) | > loss_duration: 2.353908061981201 (2.335900435080895) | > loss_1: 35.26643753051758 (31.487107570354755) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024924369958730843 (+7.794453547550848e-06) | > avg_loss_disc: 2.4611605314108047 (+0.03444250730367848) | > avg_loss_disc_real_0: 0.11228345850339302 (-0.0768563449382782) | > avg_loss_disc_real_1: 0.24142038077116013 (-0.0082918657706334) | > avg_loss_disc_real_2: 0.23088126973463938 (-0.0181677037706742) | > avg_loss_disc_real_3: 0.22470808831545022 (-0.027692758693144887) | > avg_loss_disc_real_4: 0.2265383475101911 (-0.027171400877145563) | > avg_loss_disc_real_5: 0.2617505771609453 (+0.035973103573689075) | > avg_loss_0: 2.4611605314108047 (+0.03444250730367848) | > avg_loss_gen: 2.3877591857543354 (-0.2651765942573552) | > avg_loss_kl: 2.93890733902271 (-0.034770406209505555) | > avg_loss_feat: 6.833286945636456 (+0.041193100122304926) | > avg_loss_mel: 16.9912539262038 (-0.6999218647296637) | > avg_loss_duration: 2.335900435080895 (-0.005096866534306521) | > avg_loss_1: 31.487107570354755 (-0.9637728471022307)  > EPOCH: 655/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:07:03)   --> TIME: 2024-06-11 20:07:13 -- STEP: 24/330 -- GLOBAL_STEP: 304175 | > loss_disc: 2.3696658611297607 (2.335082560777664) | > loss_disc_real_0: 0.12828809022903442 (0.10568247114618619) | > loss_disc_real_1: 0.17845138907432556 (0.20215670640269914) | > loss_disc_real_2: 0.2371056079864502 (0.21007777688403925) | > loss_disc_real_3: 0.23236531019210815 (0.22187569923698902) | > loss_disc_real_4: 0.22578038275241852 (0.22732970428963503) | > loss_disc_real_5: 0.22900767624378204 (0.2217301825682322) | > loss_0: 2.3696658611297607 (2.335082560777664) | > grad_norm_0: tensor(5.0821, device='cuda:0') (tensor(11.1523, device='cuda:0')) | > loss_gen: 2.50732421875 (2.46961502234141) | > loss_kl: 1.841094732284546 (1.8978120237588882) | > loss_feat: 7.181899070739746 (6.832617123921712) | > loss_mel: 16.950054168701172 (17.56551615397135) | > loss_duration: 1.9748954772949219 (2.038438220818838) | > loss_1: 30.45526885986328 (30.803998231887817) | > grad_norm_1: tensor(102.4649, device='cuda:0') (tensor(106.7146, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3475 (0.35973350207010907) | > loader_time: 0.003 (0.0033381382624308267)  --> TIME: 2024-06-11 20:07:22 -- STEP: 49/330 -- GLOBAL_STEP: 304200 | > loss_disc: 2.413804292678833 (2.3565599383140103) | > loss_disc_real_0: 0.11997336149215698 (0.10829690053146712) | > loss_disc_real_1: 0.22345629334449768 (0.20054993641619778) | > loss_disc_real_2: 0.19694559276103973 (0.21035926773840066) | > loss_disc_real_3: 0.2221730798482895 (0.22682777655367947) | > loss_disc_real_4: 0.22560247778892517 (0.22872896097144302) | > loss_disc_real_5: 0.22121980786323547 (0.22109271981278245) | > loss_0: 2.413804292678833 (2.3565599383140103) | > grad_norm_0: tensor(7.6751, device='cuda:0') (tensor(10.7029, device='cuda:0')) | > loss_gen: 2.440857172012329 (2.4711856112188224) | > loss_kl: 1.9431887865066528 (1.935541374342782) | > loss_feat: 7.065313816070557 (6.946791006594288) | > loss_mel: 17.495861053466797 (17.640992261925533) | > loss_duration: 1.941322684288025 (2.005633731277622) | > loss_1: 30.88654327392578 (31.00014386858259) | > grad_norm_1: tensor(184.3849, device='cuda:0') (tensor(120.1953, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3707 (0.3634882605805689) | > loader_time: 0.0035 (0.00347238657425861)  --> TIME: 2024-06-11 20:07:32 -- STEP: 74/330 -- GLOBAL_STEP: 304225 | > loss_disc: 2.230576992034912 (2.3509408396643567) | > loss_disc_real_0: 0.07463907450437546 (0.10910851135849953) | > loss_disc_real_1: 0.1885615736246109 (0.19653093009381684) | > loss_disc_real_2: 0.19125692546367645 (0.20986155561498693) | > loss_disc_real_3: 0.216766819357872 (0.2281415581300452) | > loss_disc_real_4: 0.235846608877182 (0.2302059223120277) | > loss_disc_real_5: 0.23602299392223358 (0.22334690935708382) | > loss_0: 2.230576992034912 (2.3509408396643567) | > grad_norm_0: tensor(5.3766, device='cuda:0') (tensor(12.0653, device='cuda:0')) | > loss_gen: 2.4831995964050293 (2.476601062594233) | > loss_kl: 2.041295289993286 (1.9561829148112118) | > loss_feat: 7.569879055023193 (6.952365507950654) | > loss_mel: 17.789257049560547 (17.603069099220072) | > loss_duration: 1.9170455932617188 (1.9939799598745398) | > loss_1: 31.800678253173828 (30.982198483235127) | > grad_norm_1: tensor(160.1084, device='cuda:0') (tensor(156.3486, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3635 (0.36667775463413543) | > loader_time: 0.0035 (0.0035611681036047033)  --> TIME: 2024-06-11 20:07:41 -- STEP: 99/330 -- GLOBAL_STEP: 304250 | > loss_disc: 2.2729318141937256 (2.3547667373310444) | > loss_disc_real_0: 0.13460299372673035 (0.11247851932891692) | > loss_disc_real_1: 0.1659993678331375 (0.19637446406513756) | > loss_disc_real_2: 0.1956944465637207 (0.2102415533077837) | > loss_disc_real_3: 0.2095925509929657 (0.228062540894807) | > loss_disc_real_4: 0.22656752169132233 (0.23084324718725802) | > loss_disc_real_5: 0.21886959671974182 (0.22373345629735428) | > loss_0: 2.2729318141937256 (2.3547667373310444) | > grad_norm_0: tensor(8.9914, device='cuda:0') (tensor(11.3218, device='cuda:0')) | > loss_gen: 2.441877841949463 (2.472989315938467) | > loss_kl: 2.0803704261779785 (1.9629601095661973) | > loss_feat: 7.1841349601745605 (6.951606615625247) | > loss_mel: 17.74384307861328 (17.518765189430923) | > loss_duration: 2.032897710800171 (1.9946423925534644) | > loss_1: 31.483123779296875 (30.90096356170346) | > grad_norm_1: tensor(146.0743, device='cuda:0') (tensor(143.8122, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3698 (0.3692861711136017) | > loader_time: 0.0037 (0.003691013413246232)  --> TIME: 2024-06-11 20:07:51 -- STEP: 124/330 -- GLOBAL_STEP: 304275 | > loss_disc: 2.4784932136535645 (2.358282914084773) | > loss_disc_real_0: 0.15570032596588135 (0.11423838282785108) | > loss_disc_real_1: 0.1955905258655548 (0.1974361917424587) | > loss_disc_real_2: 0.19811171293258667 (0.21005411470128643) | > loss_disc_real_3: 0.20711563527584076 (0.22810613880715064) | > loss_disc_real_4: 0.20753160119056702 (0.22985811795919173) | > loss_disc_real_5: 0.20290671288967133 (0.22256721219708842) | > loss_0: 2.4784932136535645 (2.358282914084773) | > grad_norm_0: tensor(12.1737, device='cuda:0') (tensor(12.9701, device='cuda:0')) | > loss_gen: 2.394545316696167 (2.4713855635735293) | > loss_kl: 1.8607836961746216 (1.966650567708477) | > loss_feat: 7.273472785949707 (6.941382300469183) | > loss_mel: 17.443897247314453 (17.509106082300985) | > loss_duration: 2.0130202770233154 (1.998815558610424) | > loss_1: 30.9857177734375 (30.88734002267161) | > grad_norm_1: tensor(295.6399, device='cuda:0') (tensor(161.2194, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3654 (0.36990360098500397) | > loader_time: 0.0041 (0.003792928111168646)  --> TIME: 2024-06-11 20:08:01 -- STEP: 149/330 -- GLOBAL_STEP: 304300 | > loss_disc: 2.2144968509674072 (2.358961185352915) | > loss_disc_real_0: 0.10215640068054199 (0.11458300674121652) | > loss_disc_real_1: 0.21530310809612274 (0.19765516775566458) | > loss_disc_real_2: 0.20610885322093964 (0.21086021127716809) | > loss_disc_real_3: 0.2134726494550705 (0.22804532295105442) | > loss_disc_real_4: 0.22410286962985992 (0.23059307398812082) | > loss_disc_real_5: 0.209832102060318 (0.2229418203534696) | > loss_0: 2.2144968509674072 (2.358961185352915) | > grad_norm_0: tensor(23.2547, device='cuda:0') (tensor(13.5653, device='cuda:0')) | > loss_gen: 2.6187245845794678 (2.4732821947776227) | > loss_kl: 2.100757598876953 (1.9721019884083895) | > loss_feat: 6.6334004402160645 (6.954128185374625) | > loss_mel: 17.357885360717773 (17.517355298035888) | > loss_duration: 2.0297937393188477 (2.0027640409917637) | > loss_1: 30.740562438964844 (30.91963171478886) | > grad_norm_1: tensor(254.2840, device='cuda:0') (tensor(172.1988, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3809 (0.37104136191758513) | > loader_time: 0.004 (0.0038540123293063786)  --> TIME: 2024-06-11 20:08:10 -- STEP: 174/330 -- GLOBAL_STEP: 304325 | > loss_disc: 2.4105224609375 (2.364116320664857) | > loss_disc_real_0: 0.13531574606895447 (0.11552451174149568) | > loss_disc_real_1: 0.26328182220458984 (0.19764756248600174) | > loss_disc_real_2: 0.19599464535713196 (0.21134715184740638) | > loss_disc_real_3: 0.2291908711194992 (0.229065949375602) | > loss_disc_real_4: 0.234424889087677 (0.23077762752086267) | > loss_disc_real_5: 0.214191734790802 (0.2230345275381516) | > loss_0: 2.4105224609375 (2.364116320664857) | > grad_norm_0: tensor(29.4062, device='cuda:0') (tensor(14.6541, device='cuda:0')) | > loss_gen: 2.367204189300537 (2.4705203127586968) | > loss_kl: 2.0218265056610107 (1.9744641116295738) | > loss_feat: 6.407424449920654 (6.95035518174884) | > loss_mel: 16.95538330078125 (17.49091620828913) | > loss_duration: 2.120906352996826 (2.0083481737937054) | > loss_1: 29.872745513916016 (30.89460394848352) | > grad_norm_1: tensor(389.9774, device='cuda:0') (tensor(185.9883, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3974 (0.37279816194512355) | > loader_time: 0.0044 (0.003933362577153349)  --> TIME: 2024-06-11 20:08:20 -- STEP: 199/330 -- GLOBAL_STEP: 304350 | > loss_disc: 2.434312343597412 (2.362382677931283) | > loss_disc_real_0: 0.18262389302253723 (0.11661526508367241) | > loss_disc_real_1: 0.20557136833667755 (0.19781976391622164) | > loss_disc_real_2: 0.2153882533311844 (0.2112473530236201) | > loss_disc_real_3: 0.2562848627567291 (0.2288092570238976) | > loss_disc_real_4: 0.2441425919532776 (0.23050224631275962) | > loss_disc_real_5: 0.246259406208992 (0.22289727036677412) | > loss_0: 2.434312343597412 (2.362382677931283) | > grad_norm_0: tensor(28.7585, device='cuda:0') (tensor(16.8799, device='cuda:0')) | > loss_gen: 2.4108564853668213 (2.477747856073043) | > loss_kl: 2.0481319427490234 (1.9766807741855257) | > loss_feat: 6.911493301391602 (6.952725568608423) | > loss_mel: 17.814552307128906 (17.452729325797677) | > loss_duration: 2.135662794113159 (2.016648157757132) | > loss_1: 31.320695877075195 (30.87653167762948) | > grad_norm_1: tensor(284.8646, device='cuda:0') (tensor(212.0964, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3956 (0.37496264855466277) | > loader_time: 0.0048 (0.004014843073322545)  --> TIME: 2024-06-11 20:08:31 -- STEP: 224/330 -- GLOBAL_STEP: 304375 | > loss_disc: 2.359558343887329 (2.365465833672455) | > loss_disc_real_0: 0.1324300616979599 (0.11720245607596423) | > loss_disc_real_1: 0.20959784090518951 (0.19817066465371416) | > loss_disc_real_2: 0.20433259010314941 (0.2114219300981079) | > loss_disc_real_3: 0.21498969197273254 (0.2288807174190879) | > loss_disc_real_4: 0.1945127695798874 (0.23000723123550415) | > loss_disc_real_5: 0.2044028490781784 (0.2231705873273313) | > loss_0: 2.359558343887329 (2.365465833672455) | > grad_norm_0: tensor(12.9256, device='cuda:0') (tensor(18.3910, device='cuda:0')) | > loss_gen: 2.5013577938079834 (2.475440033844539) | > loss_kl: 2.045401096343994 (1.9800578717674528) | > loss_feat: 7.787475109100342 (6.9627179226705005) | > loss_mel: 17.718509674072266 (17.41664673600877) | > loss_duration: 2.122952938079834 (2.024161836398501) | > loss_1: 32.175697326660156 (30.85902440547943) | > grad_norm_1: tensor(429.4567, device='cuda:0') (tensor(224.0233, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.3972 (0.37817425706556845) | > loader_time: 0.0052 (0.00412278835262571)  --> TIME: 2024-06-11 20:08:41 -- STEP: 249/330 -- GLOBAL_STEP: 304400 | > loss_disc: 2.3636581897735596 (2.3686325530929255) | > loss_disc_real_0: 0.10671580582857132 (0.11808338055170205) | > loss_disc_real_1: 0.2365858107805252 (0.1986447732491665) | > loss_disc_real_2: 0.22051049768924713 (0.21170709249245595) | > loss_disc_real_3: 0.219988152384758 (0.22913475747568063) | > loss_disc_real_4: 0.21798554062843323 (0.23075517096433296) | > loss_disc_real_5: 0.1934623271226883 (0.2232793161428597) | > loss_0: 2.3636581897735596 (2.3686325530929255) | > grad_norm_0: tensor(27.0778, device='cuda:0') (tensor(18.7085, device='cuda:0')) | > loss_gen: 2.3374695777893066 (2.471746127768214) | > loss_kl: 2.1261534690856934 (1.9802972241099102) | > loss_feat: 6.324827671051025 (6.9343396497060015) | > loss_mel: 17.417442321777344 (17.37668914488519) | > loss_duration: 2.1143486499786377 (2.0326905772389194) | > loss_1: 30.320241928100586 (30.795762709345684) | > grad_norm_1: tensor(359.5536, device='cuda:0') (tensor(225.5022, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.4155 (0.38263202862567197) | > loader_time: 0.0052 (0.004250499618101309)  --> TIME: 2024-06-11 20:08:52 -- STEP: 274/330 -- GLOBAL_STEP: 304425 | > loss_disc: 2.2584872245788574 (2.3694561798207068) | > loss_disc_real_0: 0.1070077121257782 (0.11854760114946504) | > loss_disc_real_1: 0.18518395721912384 (0.19880993767593894) | > loss_disc_real_2: 0.20538149774074554 (0.2120051733116164) | > loss_disc_real_3: 0.2446814477443695 (0.2293529370731681) | > loss_disc_real_4: 0.24707743525505066 (0.23075245995156088) | > loss_disc_real_5: 0.24075190722942352 (0.2232348459371685) | > loss_0: 2.2584872245788574 (2.3694561798207068) | > grad_norm_0: tensor(50.7599, device='cuda:0') (tensor(19.8358, device='cuda:0')) | > loss_gen: 2.604475975036621 (2.4715607270707176) | > loss_kl: 2.0478811264038086 (1.9827436796070015) | > loss_feat: 7.207772254943848 (6.947740281585359) | > loss_mel: 15.833080291748047 (17.32422310070399) | > loss_duration: 2.1284005641937256 (2.0413572113879423) | > loss_1: 29.821611404418945 (30.76762498034178) | > grad_norm_1: tensor(642.0484, device='cuda:0') (tensor(236.1205, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.4329 (0.3870290074035197) | > loader_time: 0.0063 (0.00438757621458847)  --> TIME: 2024-06-11 20:09:04 -- STEP: 299/330 -- GLOBAL_STEP: 304450 | > loss_disc: 2.3490803241729736 (2.372814825944676) | > loss_disc_real_0: 0.1495913565158844 (0.11994117677809801) | > loss_disc_real_1: 0.19021576642990112 (0.19891953548061403) | > loss_disc_real_2: 0.23953111469745636 (0.21236060250762315) | > loss_disc_real_3: 0.24472615122795105 (0.22965412664174237) | > loss_disc_real_4: 0.22993241250514984 (0.23072010408277097) | > loss_disc_real_5: 0.21018290519714355 (0.22288416640016945) | > loss_0: 2.3490803241729736 (2.372814825944676) | > grad_norm_0: tensor(12.7431, device='cuda:0') (tensor(21.8890, device='cuda:0')) | > loss_gen: 2.803778886795044 (2.4749512568764063) | > loss_kl: 2.102166175842285 (1.9893294772176837) | > loss_feat: 7.414057731628418 (6.9629061804168595) | > loss_mel: 17.948633193969727 (17.303442715801125) | > loss_duration: 2.223055362701416 (2.0521709037863705) | > loss_1: 32.49169158935547 (30.782800527719353) | > grad_norm_1: tensor(624.1346, device='cuda:0') (tensor(253.1285, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.4611 (0.3924919067816589) | > loader_time: 0.0067 (0.004550392412421696)  --> TIME: 2024-06-11 20:09:18 -- STEP: 324/330 -- GLOBAL_STEP: 304475 | > loss_disc: 2.559730291366577 (2.3789179538503085) | > loss_disc_real_0: 0.10494676232337952 (0.12148065168272566) | > loss_disc_real_1: 0.19068598747253418 (0.19960125940449439) | > loss_disc_real_2: 0.21292024850845337 (0.21275508458967562) | > loss_disc_real_3: 0.2520720660686493 (0.22983383773653596) | > loss_disc_real_4: 0.22183901071548462 (0.23110033682099096) | > loss_disc_real_5: 0.22285519540309906 (0.22343273456265897) | > loss_0: 2.559730291366577 (2.3789179538503085) | > grad_norm_0: tensor(20.1807, device='cuda:0') (tensor(22.9437, device='cuda:0')) | > loss_gen: 2.5292809009552 (2.4736134836703165) | > loss_kl: 2.211845636367798 (1.9969656456399847) | > loss_feat: 8.550999641418457 (7.006286459204591) | > loss_mel: 16.785846710205078 (17.25952663539368) | > loss_duration: 2.255356788635254 (2.0667459409178055) | > loss_1: 32.33332824707031 (30.803138150109184) | > grad_norm_1: tensor(355.7494, device='cuda:0') (tensor(261.5968, device='cuda:0')) | > current_lr_0: 0.0001842764819194681 | > current_lr_1: 0.0001842764819194681 | > step_time: 0.6121 (0.404240200548996) | > loader_time: 0.0094 (0.004809024157347502)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5427756309509277 (2.5427756309509277) | > loss_disc_real_0: 0.21435856819152832 (0.21435856819152832) | > loss_disc_real_1: 0.1844368427991867 (0.1844368427991867) | > loss_disc_real_2: 0.26885199546813965 (0.26885199546813965) | > loss_disc_real_3: 0.28282928466796875 (0.28282928466796875) | > loss_disc_real_4: 0.27032989263534546 (0.27032989263534546) | > loss_disc_real_5: 0.2764780819416046 (0.2764780819416046) | > loss_0: 2.5427756309509277 (2.5427756309509277) | > loss_gen: 2.4297916889190674 (2.4297916889190674) | > loss_kl: 2.2386951446533203 (2.2386951446533203) | > loss_feat: 4.171316623687744 (4.171316623687744) | > loss_mel: 15.213116645812988 (15.213116645812988) | > loss_duration: 3.114003896713257 (3.114003896713257) | > loss_1: 27.16692543029785 (27.16692543029785)  --> STEP: 1 | > loss_disc: 2.2118282318115234 (2.2118282318115234) | > loss_disc_real_0: 0.09140521287918091 (0.09140521287918091) | > loss_disc_real_1: 0.14232215285301208 (0.14232215285301208) | > loss_disc_real_2: 0.15591508150100708 (0.15591508150100708) | > loss_disc_real_3: 0.23870861530303955 (0.23870861530303955) | > loss_disc_real_4: 0.23310497403144836 (0.23310497403144836) | > loss_disc_real_5: 0.21125885844230652 (0.21125885844230652) | > loss_0: 2.2118282318115234 (2.2118282318115234) | > loss_gen: 2.552949905395508 (2.552949905395508) | > loss_kl: 2.8213396072387695 (2.8213396072387695) | > loss_feat: 6.777637004852295 (6.777637004852295) | > loss_mel: 20.30282974243164 (20.30282974243164) | > loss_duration: 2.3262381553649902 (2.3262381553649902) | > loss_1: 34.7809944152832 (34.7809944152832)  --> STEP: 2 | > loss_disc: 2.7767672538757324 (2.494297742843628) | > loss_disc_real_0: 0.1960618793964386 (0.14373354613780975) | > loss_disc_real_1: 0.2415061742067337 (0.1919141635298729) | > loss_disc_real_2: 0.31189581751823425 (0.23390544950962067) | > loss_disc_real_3: 0.3468652069568634 (0.2927869111299515) | > loss_disc_real_4: 0.2533648908138275 (0.24323493242263794) | > loss_disc_real_5: 0.39350539445877075 (0.30238212645053864) | > loss_0: 2.7767672538757324 (2.494297742843628) | > loss_gen: 2.5384578704833984 (2.545703887939453) | > loss_kl: 3.220447540283203 (3.0208935737609863) | > loss_feat: 5.998836517333984 (6.38823676109314) | > loss_mel: 19.90421485900879 (20.103522300720215) | > loss_duration: 2.482811450958252 (2.404524803161621) | > loss_1: 34.14476776123047 (34.462881088256836)  --> STEP: 3 | > loss_disc: 2.3404922485351562 (2.443029244740804) | > loss_disc_real_0: 0.09532540291547775 (0.1275974983970324) | > loss_disc_real_1: 0.2479262351989746 (0.21058485408624014) | > loss_disc_real_2: 0.2597537338733673 (0.24252154429753622) | > loss_disc_real_3: 0.2211417853832245 (0.26890520254770917) | > loss_disc_real_4: 0.214981347322464 (0.23381707072257996) | > loss_disc_real_5: 0.22939720749855042 (0.27805382013320923) | > loss_0: 2.3404922485351562 (2.443029244740804) | > loss_gen: 2.3872313499450684 (2.4928797086079917) | > loss_kl: 3.2782154083251953 (3.1066675186157227) | > loss_feat: 5.635396957397461 (6.137290159861247) | > loss_mel: 16.988182067871094 (19.065075556437176) | > loss_duration: 2.2926249504089355 (2.367224852244059) | > loss_1: 30.58165168762207 (33.169137954711914)  --> STEP: 4 | > loss_disc: 2.342151641845703 (2.417809844017029) | > loss_disc_real_0: 0.06600793451070786 (0.11220010742545128) | > loss_disc_real_1: 0.16711238026618958 (0.1997167356312275) | > loss_disc_real_2: 0.2000894844532013 (0.23191352933645248) | > loss_disc_real_3: 0.23975583910942078 (0.26161786168813705) | > loss_disc_real_4: 0.24861516058444977 (0.2375165931880474) | > loss_disc_real_5: 0.22037304937839508 (0.2636336274445057) | > loss_0: 2.342151641845703 (2.417809844017029) | > loss_gen: 2.313333034515381 (2.447993040084839) | > loss_kl: 2.878607749938965 (3.049652576446533) | > loss_feat: 5.677862644195557 (6.022433280944824) | > loss_mel: 17.59279441833496 (18.69700527191162) | > loss_duration: 2.353621482849121 (2.3638240098953247) | > loss_1: 30.816219329833984 (32.58090829849243)  --> STEP: 5 | > loss_disc: 2.338646650314331 (2.401977205276489) | > loss_disc_real_0: 0.08110496401786804 (0.10598107874393463) | > loss_disc_real_1: 0.247472882270813 (0.2092679649591446) | > loss_disc_real_2: 0.2996728718280792 (0.24546539783477783) | > loss_disc_real_3: 0.25312530994415283 (0.2599193513393402) | > loss_disc_real_4: 0.20795251429080963 (0.23160377740859986) | > loss_disc_real_5: 0.1827385425567627 (0.2474546104669571) | > loss_0: 2.338646650314331 (2.401977205276489) | > loss_gen: 2.484049081802368 (2.4552042484283447) | > loss_kl: 2.7019660472869873 (2.980115270614624) | > loss_feat: 6.405691146850586 (6.099084854125977) | > loss_mel: 18.176488876342773 (18.592901992797852) | > loss_duration: 2.427825450897217 (2.3766242980957033) | > loss_1: 32.19601821899414 (32.503930282592776)  --> STEP: 6 | > loss_disc: 2.4756507873535156 (2.41425613562266) | > loss_disc_real_0: 0.11409074813127518 (0.1073326903084914) | > loss_disc_real_1: 0.20713166892528534 (0.20891191562016806) | > loss_disc_real_2: 0.28044912219047546 (0.2512960185607274) | > loss_disc_real_3: 0.28368812799453735 (0.2638808141152064) | > loss_disc_real_4: 0.19600093364715576 (0.22566997011502585) | > loss_disc_real_5: 0.19476254284381866 (0.23867259919643402) | > loss_0: 2.4756507873535156 (2.41425613562266) | > loss_gen: 2.3401148319244385 (2.436022679011027) | > loss_kl: 2.91367506980896 (2.96904190381368) | > loss_feat: 5.859930992126465 (6.059225877126058) | > loss_mel: 17.354217529296875 (18.386454582214355) | > loss_duration: 2.185509204864502 (2.3447717825571694) | > loss_1: 30.653446197509766 (32.19551626841227)  --> STEP: 7 | > loss_disc: 2.5199642181396484 (2.4293572902679443) | > loss_disc_real_0: 0.18578405678272247 (0.11854002837623868) | > loss_disc_real_1: 0.1833571344614029 (0.20526123259748733) | > loss_disc_real_2: 0.19309021532535553 (0.24298090381281717) | > loss_disc_real_3: 0.2753658592700958 (0.26552153485161917) | > loss_disc_real_4: 0.2601701319217682 (0.23059856465884618) | > loss_disc_real_5: 0.2675512433052063 (0.2427981197834015) | > loss_0: 2.5199642181396484 (2.4293572902679443) | > loss_gen: 2.158596992492676 (2.396390438079834) | > loss_kl: 3.9566593170166016 (3.110130105699812) | > loss_feat: 5.163878440856934 (5.931319100516183) | > loss_mel: 17.389692306518555 (18.24405997140067) | > loss_duration: 2.4947590827941895 (2.3661985397338867) | > loss_1: 31.163585662841797 (32.04809761047363)  --> STEP: 8 | > loss_disc: 2.4599523544311523 (2.4331816732883453) | > loss_disc_real_0: 0.17541822791099548 (0.1256498033180833) | > loss_disc_real_1: 0.19018326699733734 (0.20337648689746857) | > loss_disc_real_2: 0.2290651947259903 (0.2412414401769638) | > loss_disc_real_3: 0.26310470700263977 (0.26521943137049675) | > loss_disc_real_4: 0.24070903658866882 (0.231862373650074) | > loss_disc_real_5: 0.2100885510444641 (0.23870942369103432) | > loss_0: 2.4599523544311523 (2.4331816732883453) | > loss_gen: 2.2661502361297607 (2.380110412836075) | > loss_kl: 2.907379388809204 (3.0847862660884857) | > loss_feat: 7.263892650604248 (6.097890794277191) | > loss_mel: 17.354755401611328 (18.132896900177002) | > loss_duration: 2.2414679527282715 (2.350607216358185) | > loss_1: 32.03364562988281 (32.04629111289978)  --> STEP: 9 | > loss_disc: 2.3645896911621094 (2.4255603419409857) | > loss_disc_real_0: 0.15442422032356262 (0.12884696076313654) | > loss_disc_real_1: 0.1621343046426773 (0.19879402220249176) | > loss_disc_real_2: 0.22298742830753326 (0.23921321663591597) | > loss_disc_real_3: 0.23899856209754944 (0.26230600145128036) | > loss_disc_real_4: 0.2127171754837036 (0.2297351294093662) | > loss_disc_real_5: 0.19974064826965332 (0.23437955975532532) | > loss_0: 2.3645896911621094 (2.4255603419409857) | > loss_gen: 2.256723165512085 (2.366400718688965) | > loss_kl: 2.488410472869873 (3.0185222890641956) | > loss_feat: 8.482181549072266 (6.362811989254421) | > loss_mel: 18.99187469482422 (18.228338877360027) | > loss_duration: 2.162850856781006 (2.329745398627387) | > loss_1: 34.38203811645508 (32.30581855773926)  --> STEP: 10 | > loss_disc: 2.2918484210968018 (2.4121891498565673) | > loss_disc_real_0: 0.12565885484218597 (0.1285281501710415) | > loss_disc_real_1: 0.18070167303085327 (0.19698478728532792) | > loss_disc_real_2: 0.29370543360710144 (0.24466243833303453) | > loss_disc_real_3: 0.22307005524635315 (0.25838240683078767) | > loss_disc_real_4: 0.19035924971103668 (0.22579754143953323) | > loss_disc_real_5: 0.19247928261756897 (0.23018953204154968) | > loss_0: 2.2918484210968018 (2.4121891498565673) | > loss_gen: 2.3788909912109375 (2.3676497459411623) | > loss_kl: 2.9032931327819824 (3.006999373435974) | > loss_feat: 6.3505120277404785 (6.3615819931030275) | > loss_mel: 18.242328643798828 (18.229737854003908) | > loss_duration: 2.334473133087158 (2.3302181720733643) | > loss_1: 32.20949935913086 (32.29618663787842)  --> STEP: 11 | > loss_disc: 2.4868838787078857 (2.4189795797521416) | > loss_disc_real_0: 0.20015841722488403 (0.13503999263048172) | > loss_disc_real_1: 0.19396241009235382 (0.19671002572233026) | > loss_disc_real_2: 0.25441521406173706 (0.24554905430837112) | > loss_disc_real_3: 0.2701820433139801 (0.2594551010565324) | > loss_disc_real_4: 0.25181737542152405 (0.2281629808924415) | > loss_disc_real_5: 0.2674442231655121 (0.2335763221437281) | > loss_0: 2.4868838787078857 (2.4189795797521416) | > loss_gen: 2.4021966457366943 (2.3707903731953013) | > loss_kl: 3.5027174949645996 (3.0520646572113037) | > loss_feat: 4.391764163970947 (6.182507645000111) | > loss_mel: 16.122182846069336 (18.038141944191672) | > loss_duration: 2.503758430480957 (2.345994559201327) | > loss_1: 28.922618865966797 (31.989498658613726)  --> STEP: 12 | > loss_disc: 2.3774092197418213 (2.415515383084615) | > loss_disc_real_0: 0.10380713641643524 (0.13243725461264452) | > loss_disc_real_1: 0.12512917816638947 (0.19074495509266853) | > loss_disc_real_2: 0.32556602358818054 (0.2522171350816886) | > loss_disc_real_3: 0.2086745798587799 (0.2552233909567197) | > loss_disc_real_4: 0.19870363175868988 (0.22570803513129553) | > loss_disc_real_5: 0.21088290214538574 (0.2316852038105329) | > loss_0: 2.3774092197418213 (2.415515383084615) | > loss_gen: 2.376263380050659 (2.3712464570999146) | > loss_kl: 3.3446192741394043 (3.0764442086219788) | > loss_feat: 6.325960636138916 (6.194462060928345) | > loss_mel: 17.223569869995117 (17.970260938008625) | > loss_duration: 2.279937744140625 (2.3404898246129355) | > loss_1: 31.550350189208984 (31.952902952829998)  --> STEP: 13 | > loss_disc: 2.525254964828491 (2.4239568893726053) | > loss_disc_real_0: 0.1696910262107849 (0.135302929350963) | > loss_disc_real_1: 0.229568749666214 (0.1937314008290951) | > loss_disc_real_2: 0.24341829121112823 (0.25154030093779933) | > loss_disc_real_3: 0.27977555990219116 (0.2571120193371406) | > loss_disc_real_4: 0.22662091255187988 (0.22577825647134048) | > loss_disc_real_5: 0.21119609475135803 (0.23010911849828866) | > loss_0: 2.525254964828491 (2.4239568893726053) | > loss_gen: 2.287764549255371 (2.3648247718811035) | > loss_kl: 2.8488595485687256 (3.05893769631019) | > loss_feat: 6.016082763671875 (6.180740576524001) | > loss_mel: 15.74282455444336 (17.798919677734375) | > loss_duration: 2.283576726913452 (2.3361118940206675) | > loss_1: 29.179107666015625 (31.739534084613506)  --> STEP: 14 | > loss_disc: 2.5479679107666016 (2.432814819472177) | > loss_disc_real_0: 0.20909684896469116 (0.14057392360908644) | > loss_disc_real_1: 0.19656693935394287 (0.19393393929515565) | > loss_disc_real_2: 0.26545605063438416 (0.25253428305898395) | > loss_disc_real_3: 0.22421205043792725 (0.2547620215586254) | > loss_disc_real_4: 0.2319290041923523 (0.22621759559426988) | > loss_disc_real_5: 0.2345517873764038 (0.23042645198958261) | > loss_0: 2.5479679107666016 (2.432814819472177) | > loss_gen: 2.307436943054199 (2.3607256412506104) | > loss_kl: 3.420316219329834 (3.0847504479544505) | > loss_feat: 5.678901672363281 (6.144894940512521) | > loss_mel: 18.250926971435547 (17.831205912998744) | > loss_duration: 2.414311170578003 (2.341697556631906) | > loss_1: 32.07189178466797 (31.76327392033168)  --> STEP: 15 | > loss_disc: 2.3789682388305664 (2.429225047429403) | > loss_disc_real_0: 0.14339475333690643 (0.14076197892427444) | > loss_disc_real_1: 0.10691972076892853 (0.1881329913934072) | > loss_disc_real_2: 0.17199555039405823 (0.24716503421465555) | > loss_disc_real_3: 0.2395014762878418 (0.25374465187390643) | > loss_disc_real_4: 0.1679643839597702 (0.22233404815196992) | > loss_disc_real_5: 0.196388840675354 (0.22815727790196735) | > loss_0: 2.3789682388305664 (2.429225047429403) | > loss_gen: 1.994604229927063 (2.336317547162374) | > loss_kl: 3.4525279998779297 (3.1092689514160154) | > loss_feat: 6.986692905426025 (6.201014804840088) | > loss_mel: 18.007892608642578 (17.842985026041667) | > loss_duration: 2.363881826400757 (2.343176507949829) | > loss_1: 32.805599212646484 (31.83276227315267)  --> STEP: 16 | > loss_disc: 2.2518253326416016 (2.418137565255165) | > loss_disc_real_0: 0.14098113775253296 (0.1407756763510406) | > loss_disc_real_1: 0.24794459342956543 (0.19187121652066708) | > loss_disc_real_2: 0.21149460971355438 (0.24493563268333673) | > loss_disc_real_3: 0.17202864587306976 (0.24863740149885413) | > loss_disc_real_4: 0.15084819495677948 (0.2178661823272705) | > loss_disc_real_5: 0.15526916086673737 (0.2236017705872655) | > loss_0: 2.2518253326416016 (2.418137565255165) | > loss_gen: 2.3767502307891846 (2.3388445898890495) | > loss_kl: 3.1245548725128174 (3.1102243214845657) | > loss_feat: 7.126891613006592 (6.258882105350494) | > loss_mel: 17.380626678466797 (17.814087629318237) | > loss_duration: 2.409609794616699 (2.3473285883665085) | > loss_1: 32.418434143066406 (31.869366765022278)  --> STEP: 17 | > loss_disc: 2.2182326316833496 (2.4063784515156463) | > loss_disc_real_0: 0.08047370612621307 (0.1372285016319331) | > loss_disc_real_1: 0.15611359477043152 (0.18976782700594733) | > loss_disc_real_2: 0.24848051369190216 (0.24514415509560528) | > loss_disc_real_3: 0.2396509051322937 (0.24810878406552708) | > loss_disc_real_4: 0.19099241495132446 (0.21628537248162663) | > loss_disc_real_5: 0.22231648862361908 (0.22352616576587453) | > loss_0: 2.2182326316833496 (2.4063784515156463) | > loss_gen: 2.461571455001831 (2.346063817248625) | > loss_kl: 2.4967658519744873 (3.0741385291604435) | > loss_feat: 6.72284460067749 (6.2861740168403175) | > loss_mel: 18.627483367919922 (17.861934437471277) | > loss_duration: 2.442225456237793 (2.3529107570648193) | > loss_1: 32.75088882446289 (31.921221003812903)  --> STEP: 18 | > loss_disc: 2.4958701133728027 (2.411350210507711) | > loss_disc_real_0: 0.12670335173606873 (0.13664377108216286) | > loss_disc_real_1: 0.17486512660980225 (0.1889398992061615) | > loss_disc_real_2: 0.18950997292995453 (0.24205336719751358) | > loss_disc_real_3: 0.23684623837471008 (0.24748308708270392) | > loss_disc_real_4: 0.2494276911020279 (0.21812661240498224) | > loss_disc_real_5: 0.2721124589443207 (0.2262254042757882) | > loss_0: 2.4958701133728027 (2.411350210507711) | > loss_gen: 2.0517468452453613 (2.3297128743595548) | > loss_kl: 2.801060199737549 (3.0589675108591714) | > loss_feat: 3.949361801147461 (6.1563511159684925) | > loss_mel: 12.582748413085938 (17.568646325005425) | > loss_duration: 2.2590084075927734 (2.3476939598719277) | > loss_1: 23.643924713134766 (31.461371209886337)  --> STEP: 19 | > loss_disc: 2.4999570846557617 (2.4160137301997135) | > loss_disc_real_0: 0.07820636034011841 (0.13356811788521314) | > loss_disc_real_1: 0.23908494412899017 (0.1915791120968367) | > loss_disc_real_2: 0.23049329221248627 (0.24144494219830162) | > loss_disc_real_3: 0.27156490087509155 (0.24875055096651377) | > loss_disc_real_4: 0.23499524593353271 (0.21901443522227437) | > loss_disc_real_5: 0.24997588992118835 (0.2274754298360724) | > loss_0: 2.4999570846557617 (2.4160137301997135) | > loss_gen: 2.2467257976531982 (2.3253451334802726) | > loss_kl: 2.256361246109009 (3.016725075872321) | > loss_feat: 6.045949935913086 (6.150540527544524) | > loss_mel: 17.95859718322754 (17.589170054385537) | > loss_duration: 2.366014003753662 (2.348658172707809) | > loss_1: 30.873647689819336 (31.430438393040706)  --> STEP: 20 | > loss_disc: 2.195892810821533 (2.4050076842308044) | > loss_disc_real_0: 0.14154115319252014 (0.1339667696505785) | > loss_disc_real_1: 0.17367446422576904 (0.19068387970328332) | > loss_disc_real_2: 0.1635209172964096 (0.23754874095320702) | > loss_disc_real_3: 0.18934613466262817 (0.2457803301513195) | > loss_disc_real_4: 0.18967726826667786 (0.21754757687449455) | > loss_disc_real_5: 0.1518111675977707 (0.22369221672415734) | > loss_0: 2.195892810821533 (2.4050076842308044) | > loss_gen: 2.458045482635498 (2.3319801509380342) | > loss_kl: 2.1406660079956055 (2.972922122478485) | > loss_feat: 8.246478080749512 (6.255337405204774) | > loss_mel: 17.148273468017578 (17.567125225067137) | > loss_duration: 2.2999961376190186 (2.3462250709533694) | > loss_1: 32.293460845947266 (31.473589515686037)  --> STEP: 21 | > loss_disc: 2.291179656982422 (2.3995873019808815) | > loss_disc_real_0: 0.07184503227472305 (0.13100859168029966) | > loss_disc_real_1: 0.16224665939807892 (0.18932972635541642) | > loss_disc_real_2: 0.23932914435863495 (0.2376335220677512) | > loss_disc_real_3: 0.24426157772541046 (0.2457080086072286) | > loss_disc_real_4: 0.22568821907043457 (0.21793522650287264) | > loss_disc_real_5: 0.19125230610370636 (0.22214745907556444) | > loss_0: 2.291179656982422 (2.3995873019808815) | > loss_gen: 2.3001716136932373 (2.330465458688282) | > loss_kl: 3.3944003582000732 (2.9929925146557035) | > loss_feat: 6.174964427947998 (6.2515101205734975) | > loss_mel: 17.337034225463867 (17.556168510800315) | > loss_duration: 2.141814708709717 (2.336491244179862) | > loss_1: 31.348384857177734 (31.467627389090403)  --> STEP: 22 | > loss_disc: 2.4142518043518066 (2.4002538702704688) | > loss_disc_real_0: 0.11650113761425018 (0.1303491619500247) | > loss_disc_real_1: 0.21187981963157654 (0.19035473059524188) | > loss_disc_real_2: 0.22946037352085114 (0.23726201531561938) | > loss_disc_real_3: 0.20126327872276306 (0.24368779361248016) | > loss_disc_real_4: 0.23641034960746765 (0.21877500482580878) | > loss_disc_real_5: 0.22948600351810455 (0.22248102927749808) | > loss_0: 2.4142518043518066 (2.4002538702704688) | > loss_gen: 2.3213374614715576 (2.3300505497238855) | > loss_kl: 2.6678357124328613 (2.978212660009211) | > loss_feat: 6.430649280548096 (6.259652809663252) | > loss_mel: 17.753623962402344 (17.56514375860041) | > loss_duration: 2.2158761024475098 (2.3310087377374824) | > loss_1: 31.389320373535156 (31.464067979292437)  --> STEP: 23 | > loss_disc: 2.5476267337799072 (2.406661386075227) | > loss_disc_real_0: 0.18582779169082642 (0.1327612762865813) | > loss_disc_real_1: 0.2672782242298126 (0.1936992303184841) | > loss_disc_real_2: 0.3011792004108429 (0.2400410233632378) | > loss_disc_real_3: 0.30734801292419434 (0.2464556292347286) | > loss_disc_real_4: 0.2303796261548996 (0.21927955357924753) | > loss_disc_real_5: 0.2564012110233307 (0.22395581978818643) | > loss_0: 2.5476267337799072 (2.406661386075227) | > loss_gen: 2.641996145248413 (2.343613401703213) | > loss_kl: 2.404592752456665 (2.9532726640286655) | > loss_feat: 5.858760356903076 (6.242222703021506) | > loss_mel: 16.152175903320312 (17.503710373588234) | > loss_duration: 2.2837986946105957 (2.328956127166748) | > loss_1: 29.341323852539062 (31.371774756390117)  --> STEP: 24 | > loss_disc: 2.289184093475342 (2.4017664988835654) | > loss_disc_real_0: 0.08310282975435257 (0.13069217434773842) | > loss_disc_real_1: 0.23713479936122894 (0.19550904569526514) | > loss_disc_real_2: 0.24293316900730133 (0.24016152943174043) | > loss_disc_real_3: 0.2641545534133911 (0.24719308440883955) | > loss_disc_real_4: 0.20399273931980133 (0.21864260298510393) | > loss_disc_real_5: 0.2056838870048523 (0.22319448925554752) | > loss_0: 2.289184093475342 (2.4017664988835654) | > loss_gen: 2.5648207664489746 (2.3528303752342863) | > loss_kl: 2.227607250213623 (2.923036605119705) | > loss_feat: 5.862447261810303 (6.226398726304372) | > loss_mel: 17.645837783813477 (17.509632349014286) | > loss_duration: 2.4486031532287598 (2.333941419919332) | > loss_1: 30.749317169189453 (31.345839023590088)  --> STEP: 25 | > loss_disc: 2.745657444000244 (2.4155221366882325) | > loss_disc_real_0: 0.2230817824602127 (0.1343877586722374) | > loss_disc_real_1: 0.2283482849597931 (0.19682261526584624) | > loss_disc_real_2: 0.28396907448768616 (0.24191383123397828) | > loss_disc_real_3: 0.30563047528266907 (0.24953058004379272) | > loss_disc_real_4: 0.2938275635242462 (0.22165000140666963) | > loss_disc_real_5: 0.23278042674064636 (0.22357792675495147) | > loss_0: 2.745657444000244 (2.4155221366882325) | > loss_gen: 2.2517733573913574 (2.348788094520569) | > loss_kl: 2.1637954711914062 (2.892666959762573) | > loss_feat: 5.079911708831787 (6.180539245605469) | > loss_mel: 15.49414348602295 (17.429012794494632) | > loss_duration: 2.3791873455047607 (2.335751256942749) | > loss_1: 27.368810653686523 (31.186757888793945)  --> STEP: 26 | > loss_disc: 1.819326400756836 (2.3925915314601016) | > loss_disc_real_0: 0.029094282537698746 (0.13033800959013975) | > loss_disc_real_1: 0.10238342732191086 (0.19319033880646413) | > loss_disc_real_2: 0.13784736394882202 (0.2379112747999338) | > loss_disc_real_3: 0.1276548206806183 (0.24484305083751678) | > loss_disc_real_4: 0.08476201444864273 (0.21638507883136088) | > loss_disc_real_5: 0.08147697150707245 (0.21811250539926383) | > loss_0: 1.819326400756836 (2.3925915314601016) | > loss_gen: 3.037468910217285 (2.375275818201212) | > loss_kl: 2.526097059249878 (2.878568117435162) | > loss_feat: 18.648977279663086 (6.660094554607685) | > loss_mel: 22.789997100830078 (17.635204498584457) | > loss_duration: 2.3143110275268555 (2.3349266327344456) | > loss_1: 49.31685256958008 (31.884069222670334) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025054949980515694 (+1.3058002178485077e-05) | > avg_loss_disc: 2.3925915314601016 (-0.06856899995070309) | > avg_loss_disc_real_0: 0.13033800959013975 (+0.018054551086746723) | > avg_loss_disc_real_1: 0.19319033880646413 (-0.04823004196469599) | > avg_loss_disc_real_2: 0.2379112747999338 (+0.007030005065294415) | > avg_loss_disc_real_3: 0.24484305083751678 (+0.020134962522066563) | > avg_loss_disc_real_4: 0.21638507883136088 (-0.010153268678830235) | > avg_loss_disc_real_5: 0.21811250539926383 (-0.04363807176168147) | > avg_loss_0: 2.3925915314601016 (-0.06856899995070309) | > avg_loss_gen: 2.375275818201212 (-0.012483367553123514) | > avg_loss_kl: 2.878568117435162 (-0.06033922158754779) | > avg_loss_feat: 6.660094554607685 (-0.1731923910287705) | > avg_loss_mel: 17.635204498584457 (+0.6439505723806569) | > avg_loss_duration: 2.3349266327344456 (-0.0009738023464493928) | > avg_loss_1: 31.884069222670334 (+0.39696165231557856)  > EPOCH: 656/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:09:40)   --> TIME: 2024-06-11 20:09:49 -- STEP: 19/330 -- GLOBAL_STEP: 304500 | > loss_disc: 2.3994381427764893 (2.359560351622732) | > loss_disc_real_0: 0.0985703095793724 (0.10603845472398557) | > loss_disc_real_1: 0.17962250113487244 (0.20740053606660744) | > loss_disc_real_2: 0.24517999589443207 (0.21176580771019585) | > loss_disc_real_3: 0.23595277965068817 (0.22969365668924233) | > loss_disc_real_4: 0.24826478958129883 (0.23379938304424286) | > loss_disc_real_5: 0.24988828599452972 (0.22659882824671895) | > loss_0: 2.3994381427764893 (2.359560351622732) | > grad_norm_0: tensor(6.7262, device='cuda:0') (tensor(8.0535, device='cuda:0')) | > loss_gen: 2.3882973194122314 (2.4509026502308093) | > loss_kl: 1.7830990552902222 (1.8119189927452488) | > loss_feat: 7.160538196563721 (6.823580591302169) | > loss_mel: 17.324520111083984 (17.790839797572087) | > loss_duration: 1.9524978399276733 (2.0583438810549284) | > loss_1: 30.60895347595215 (30.935586226613896) | > grad_norm_1: tensor(73.5938, device='cuda:0') (tensor(72.0855, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3547 (0.3596067679555793) | > loader_time: 0.003 (0.0029828799398321855) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_304500.pth  --> TIME: 2024-06-11 20:10:03 -- STEP: 44/330 -- GLOBAL_STEP: 304525 | > loss_disc: 2.3713786602020264 (2.35417780009183) | > loss_disc_real_0: 0.10649678111076355 (0.1068872008472681) | > loss_disc_real_1: 0.21068817377090454 (0.20355906879360025) | > loss_disc_real_2: 0.19048254191875458 (0.208560951392759) | > loss_disc_real_3: 0.24427559971809387 (0.22899080643599684) | > loss_disc_real_4: 0.2369653284549713 (0.2321713627739386) | > loss_disc_real_5: 0.22477680444717407 (0.22195257449691946) | > loss_0: 2.3713786602020264 (2.35417780009183) | > grad_norm_0: tensor(12.2549, device='cuda:0') (tensor(10.6729, device='cuda:0')) | > loss_gen: 2.4671149253845215 (2.4861306873234827) | > loss_kl: 1.9691071510314941 (1.9098376604643734) | > loss_feat: 7.256677150726318 (6.961373827674172) | > loss_mel: 16.946056365966797 (17.62138069759716) | > loss_duration: 1.9440526962280273 (2.015060728246515) | > loss_1: 30.5830078125 (30.993783864108) | > grad_norm_1: tensor(222.9035, device='cuda:0') (tensor(135.6629, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3763 (0.3631366491317749) | > loader_time: 0.0039 (0.00321241400458596)  --> TIME: 2024-06-11 20:10:12 -- STEP: 69/330 -- GLOBAL_STEP: 304550 | > loss_disc: 2.3564398288726807 (2.349605401357015) | > loss_disc_real_0: 0.09206938743591309 (0.10751410184994988) | > loss_disc_real_1: 0.19944500923156738 (0.20182969626309216) | > loss_disc_real_2: 0.21502915024757385 (0.2105873579132384) | > loss_disc_real_3: 0.22532950341701508 (0.22747784701810367) | > loss_disc_real_4: 0.2272147834300995 (0.2312531991713289) | > loss_disc_real_5: 0.24681910872459412 (0.22304365816323654) | > loss_0: 2.3564398288726807 (2.349605401357015) | > grad_norm_0: tensor(17.7695, device='cuda:0') (tensor(11.6410, device='cuda:0')) | > loss_gen: 2.565178394317627 (2.487703323364257) | > loss_kl: 2.0156660079956055 (1.9349546484325244) | > loss_feat: 7.318625450134277 (7.0002383840256845) | > loss_mel: 16.739219665527344 (17.546629960986145) | > loss_duration: 1.9417591094970703 (2.0024650407874076) | > loss_1: 30.580448150634766 (30.971991497537363) | > grad_norm_1: tensor(265.5716, device='cuda:0') (tensor(156.3500, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3674 (0.36496560469917627) | > loader_time: 0.0034 (0.003334677737692128)  --> TIME: 2024-06-11 20:10:22 -- STEP: 94/330 -- GLOBAL_STEP: 304575 | > loss_disc: 2.2673211097717285 (2.3604058559904697) | > loss_disc_real_0: 0.12573550641536713 (0.10996315818517766) | > loss_disc_real_1: 0.170450821518898 (0.19994157536866816) | > loss_disc_real_2: 0.20115433633327484 (0.21131040171739904) | > loss_disc_real_3: 0.2071608603000641 (0.22904693525522313) | > loss_disc_real_4: 0.21724553406238556 (0.23104096806429802) | > loss_disc_real_5: 0.18866580724716187 (0.223923219328231) | > loss_0: 2.2673211097717285 (2.3604058559904697) | > grad_norm_0: tensor(4.8402, device='cuda:0') (tensor(11.1431, device='cuda:0')) | > loss_gen: 2.6639885902404785 (2.4740079463796407) | > loss_kl: 1.9691704511642456 (1.950865479225808) | > loss_feat: 7.413922309875488 (7.003385361204756) | > loss_mel: 17.417863845825195 (17.514633919330333) | > loss_duration: 2.004253625869751 (1.9982421842027225) | > loss_1: 31.46919822692871 (30.941134919511512) | > grad_norm_1: tensor(142.7030, device='cuda:0') (tensor(143.4684, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3773 (0.3681036487538763) | > loader_time: 0.0043 (0.0035345630442842526)  --> TIME: 2024-06-11 20:10:32 -- STEP: 119/330 -- GLOBAL_STEP: 304600 | > loss_disc: 2.435455799102783 (2.3577601228441507) | > loss_disc_real_0: 0.1489817500114441 (0.11153923256807968) | > loss_disc_real_1: 0.26149287819862366 (0.19916358439862228) | > loss_disc_real_2: 0.23785024881362915 (0.21178077937675124) | > loss_disc_real_3: 0.2309269905090332 (0.22939296542596416) | > loss_disc_real_4: 0.24063032865524292 (0.2309503019356928) | > loss_disc_real_5: 0.23244382441043854 (0.2230592160916128) | > loss_0: 2.435455799102783 (2.3577601228441507) | > grad_norm_0: tensor(4.5055, device='cuda:0') (tensor(10.6554, device='cuda:0')) | > loss_gen: 2.4156246185302734 (2.4809968992441633) | > loss_kl: 2.002838373184204 (1.9657945723092856) | > loss_feat: 7.392528533935547 (7.031135683300114) | > loss_mel: 17.837635040283203 (17.52120084522149) | > loss_duration: 1.9858473539352417 (1.9987499122860055) | > loss_1: 31.63447380065918 (30.997877906350528) | > grad_norm_1: tensor(87.7042, device='cuda:0') (tensor(135.3209, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3815 (0.37265233432545375) | > loader_time: 0.0042 (0.0037201853359446805)  --> TIME: 2024-06-11 20:10:41 -- STEP: 144/330 -- GLOBAL_STEP: 304625 | > loss_disc: 2.427053689956665 (2.357977506187227) | > loss_disc_real_0: 0.13306820392608643 (0.11196652887802985) | > loss_disc_real_1: 0.1604262739419937 (0.19852127352108556) | > loss_disc_real_2: 0.20919935405254364 (0.211024053601755) | > loss_disc_real_3: 0.22734515368938446 (0.2288612915823857) | > loss_disc_real_4: 0.23566190898418427 (0.2305127326399088) | > loss_disc_real_5: 0.20147858560085297 (0.22275724851836762) | > loss_0: 2.427053689956665 (2.357977506187227) | > grad_norm_0: tensor(33.3466, device='cuda:0') (tensor(12.3134, device='cuda:0')) | > loss_gen: 2.3947651386260986 (2.4805823233392488) | > loss_kl: 2.0861616134643555 (1.977868518067731) | > loss_feat: 7.393160820007324 (7.015674925512737) | > loss_mel: 17.675006866455078 (17.475487172603593) | > loss_duration: 2.008866310119629 (2.0049416033758067) | > loss_1: 31.557960510253906 (30.954554544554817) | > grad_norm_1: tensor(336.8008, device='cuda:0') (tensor(151.2153, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.412 (0.37487966981199045) | > loader_time: 0.004 (0.0038096672958797878)  --> TIME: 2024-06-11 20:10:51 -- STEP: 169/330 -- GLOBAL_STEP: 304650 | > loss_disc: 2.319596290588379 (2.35836167448371) | > loss_disc_real_0: 0.13009533286094666 (0.11318503523014001) | > loss_disc_real_1: 0.17593826353549957 (0.19816829951909873) | > loss_disc_real_2: 0.22744965553283691 (0.21134276573474586) | > loss_disc_real_3: 0.2218991369009018 (0.22927902039338852) | > loss_disc_real_4: 0.23479637503623962 (0.23097274615567112) | > loss_disc_real_5: 0.22328272461891174 (0.2229707527619142) | > loss_0: 2.319596290588379 (2.35836167448371) | > grad_norm_0: tensor(6.4494, device='cuda:0') (tensor(13.9208, device='cuda:0')) | > loss_gen: 2.6319804191589355 (2.4879116786302173) | > loss_kl: 1.9048365354537964 (1.9812080239403178) | > loss_feat: 7.124462604522705 (7.025260902720795) | > loss_mel: 17.203723907470703 (17.456731959912887) | > loss_duration: 2.067779302597046 (2.010372767081628) | > loss_1: 30.932783126831055 (30.961485371787166) | > grad_norm_1: tensor(369.9728, device='cuda:0') (tensor(169.8247, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3722 (0.37562729762150693) | > loader_time: 0.0041 (0.003881859356129663)  --> TIME: 2024-06-11 20:11:01 -- STEP: 194/330 -- GLOBAL_STEP: 304675 | > loss_disc: 2.437256097793579 (2.365402976262198) | > loss_disc_real_0: 0.0906248539686203 (0.1145151546705015) | > loss_disc_real_1: 0.22032204270362854 (0.19811965363849068) | > loss_disc_real_2: 0.2254788726568222 (0.2120214269026038) | > loss_disc_real_3: 0.251848429441452 (0.23027990005679966) | > loss_disc_real_4: 0.23506848514080048 (0.2315816971444592) | > loss_disc_real_5: 0.22048363089561462 (0.2236551436566815) | > loss_0: 2.437256097793579 (2.365402976262198) | > grad_norm_0: tensor(35.3180, device='cuda:0') (tensor(16.3148, device='cuda:0')) | > loss_gen: 2.504570484161377 (2.4905674789369705) | > loss_kl: 2.03012752532959 (1.9892224171726973) | > loss_feat: 6.886070251464844 (7.008073556054499) | > loss_mel: 17.126829147338867 (17.447495898020613) | > loss_duration: 2.0584630966186523 (2.0180729006983578) | > loss_1: 30.606060028076172 (30.95343225026868) | > grad_norm_1: tensor(363.0312, device='cuda:0') (tensor(197.4282, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.3912 (0.3774581262745808) | > loader_time: 0.0047 (0.0039771623218182416)  --> TIME: 2024-06-11 20:11:11 -- STEP: 219/330 -- GLOBAL_STEP: 304700 | > loss_disc: 2.291670322418213 (2.364235354340782) | > loss_disc_real_0: 0.10524238646030426 (0.11527053702231412) | > loss_disc_real_1: 0.16393814980983734 (0.19785657749600608) | > loss_disc_real_2: 0.21411211788654327 (0.2120285208366777) | > loss_disc_real_3: 0.1970645785331726 (0.229911468072569) | > loss_disc_real_4: 0.2323015183210373 (0.2308451346202528) | > loss_disc_real_5: 0.21594980359077454 (0.22285938712015543) | > loss_0: 2.291670322418213 (2.364235354340782) | > grad_norm_0: tensor(14.2784, device='cuda:0') (tensor(18.2896, device='cuda:0')) | > loss_gen: 2.442599296569824 (2.4973013183297623) | > loss_kl: 2.076464891433716 (1.9945295804167447) | > loss_feat: 8.039335250854492 (7.008411988820115) | > loss_mel: 18.16455841064453 (17.400422766872715) | > loss_duration: 2.087209701538086 (2.0255995575151484) | > loss_1: 32.81016540527344 (30.926265193991465) | > grad_norm_1: tensor(62.1208, device='cuda:0') (tensor(218.2873, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.4054 (0.37973484383326145) | > loader_time: 0.0046 (0.004076856456390795)  --> TIME: 2024-06-11 20:11:22 -- STEP: 244/330 -- GLOBAL_STEP: 304725 | > loss_disc: 2.373169422149658 (2.368437506136345) | > loss_disc_real_0: 0.18508434295654297 (0.1170511953227344) | > loss_disc_real_1: 0.22929416596889496 (0.19826275702626978) | > loss_disc_real_2: 0.2014632225036621 (0.21232282639038363) | > loss_disc_real_3: 0.24343563616275787 (0.22992372158609453) | > loss_disc_real_4: 0.23662212491035461 (0.2312437095603005) | > loss_disc_real_5: 0.22249943017959595 (0.22330914779764707) | > loss_0: 2.373169422149658 (2.368437506136345) | > grad_norm_0: tensor(14.4209, device='cuda:0') (tensor(18.8451, device='cuda:0')) | > loss_gen: 2.4249746799468994 (2.489880481704336) | > loss_kl: 1.97140634059906 (1.9996144874174087) | > loss_feat: 6.605445861816406 (6.9950412746335635) | > loss_mel: 16.664947509765625 (17.369205291153932) | > loss_duration: 2.057487964630127 (2.0346402638271206) | > loss_1: 29.724260330200195 (30.88838179385076) | > grad_norm_1: tensor(216.6191, device='cuda:0') (tensor(218.4711, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.4436 (0.3839838426621234) | > loader_time: 0.0055 (0.004214913141532017)  --> TIME: 2024-06-11 20:11:33 -- STEP: 269/330 -- GLOBAL_STEP: 304750 | > loss_disc: 2.434454917907715 (2.3695944685031916) | > loss_disc_real_0: 0.1557464897632599 (0.11805546344656041) | > loss_disc_real_1: 0.19897237420082092 (0.19781450722297333) | > loss_disc_real_2: 0.21959275007247925 (0.21253033636006277) | > loss_disc_real_3: 0.25188446044921875 (0.22997650498572778) | > loss_disc_real_4: 0.2500465214252472 (0.2312441826088278) | > loss_disc_real_5: 0.23494653403759003 (0.2234821467483797) | > loss_0: 2.434454917907715 (2.3695944685031916) | > grad_norm_0: tensor(21.2585, device='cuda:0') (tensor(18.3157, device='cuda:0')) | > loss_gen: 2.3388030529022217 (2.485850593857605) | > loss_kl: 2.0497257709503174 (2.0025785031371846) | > loss_feat: 6.679800987243652 (6.9994217152932325) | > loss_mel: 16.19699478149414 (17.343047163300334) | > loss_duration: 2.1526432037353516 (2.0430227243324195) | > loss_1: 29.417966842651367 (30.873920710113413) | > grad_norm_1: tensor(128.3389, device='cuda:0') (tensor(210.7359, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.4473 (0.3888427892138967) | > loader_time: 0.006 (0.004371259292262189)  --> TIME: 2024-06-11 20:11:45 -- STEP: 294/330 -- GLOBAL_STEP: 304775 | > loss_disc: 2.46450138092041 (2.374053037085499) | > loss_disc_real_0: 0.12695997953414917 (0.11903794370845061) | > loss_disc_real_1: 0.19753175973892212 (0.1983781251169387) | > loss_disc_real_2: 0.21476982533931732 (0.21247851362033762) | > loss_disc_real_3: 0.2552039325237274 (0.2302722655186037) | > loss_disc_real_4: 0.2720514237880707 (0.23147921198282112) | > loss_disc_real_5: 0.22314728796482086 (0.22390147906785107) | > loss_0: 2.46450138092041 (2.374053037085499) | > grad_norm_0: tensor(17.0492, device='cuda:0') (tensor(18.0860, device='cuda:0')) | > loss_gen: 2.302509307861328 (2.476025040457849) | > loss_kl: 2.050264835357666 (2.005683140689824) | > loss_feat: 7.084708213806152 (6.977186468993729) | > loss_mel: 16.670204162597656 (17.270308108556822) | > loss_duration: 2.181867837905884 (2.0529606743734705) | > loss_1: 30.289554595947266 (30.782163425367706) | > grad_norm_1: tensor(151.4004, device='cuda:0') (tensor(207.0521, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.4617 (0.39463506993793324) | > loader_time: 0.0065 (0.0045268884321459256)  --> TIME: 2024-06-11 20:11:58 -- STEP: 319/330 -- GLOBAL_STEP: 304800 | > loss_disc: 2.499068260192871 (2.3836091177590566) | > loss_disc_real_0: 0.11372080445289612 (0.12115068654281592) | > loss_disc_real_1: 0.27016717195510864 (0.1996389322893747) | > loss_disc_real_2: 0.22275149822235107 (0.21283626789956997) | > loss_disc_real_3: 0.24995121359825134 (0.23051727827066165) | > loss_disc_real_4: 0.23796045780181885 (0.23174810629092787) | > loss_disc_real_5: 0.2620604932308197 (0.2238371933702391) | > loss_0: 2.499068260192871 (2.3836091177590566) | > grad_norm_0: tensor(8.5783, device='cuda:0') (tensor(17.9105, device='cuda:0')) | > loss_gen: 2.6111104488372803 (2.46673070076491) | > loss_kl: 2.1022558212280273 (2.0082140480836737) | > loss_feat: 7.808954238891602 (6.983044894885123) | > loss_mel: 17.473806381225586 (17.24479953024453) | > loss_duration: 2.2516872882843018 (2.066741236698664) | > loss_1: 32.2478141784668 (30.769530400960797) | > grad_norm_1: tensor(161.1472, device='cuda:0') (tensor(206.7492, device='cuda:0')) | > current_lr_0: 0.00018425344735922817 | > current_lr_1: 0.00018425344735922817 | > step_time: 0.5726 (0.404436455998675) | > loader_time: 0.0074 (0.004742345839832266)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.640920400619507 (2.640920400619507) | > loss_disc_real_0: 0.2106642723083496 (0.2106642723083496) | > loss_disc_real_1: 0.16923610866069794 (0.16923610866069794) | > loss_disc_real_2: 0.22925475239753723 (0.22925475239753723) | > loss_disc_real_3: 0.24182537198066711 (0.24182537198066711) | > loss_disc_real_4: 0.24904891848564148 (0.24904891848564148) | > loss_disc_real_5: 0.19688941538333893 (0.19688941538333893) | > loss_0: 2.640920400619507 (2.640920400619507) | > loss_gen: 2.0197291374206543 (2.0197291374206543) | > loss_kl: 2.1314733028411865 (2.1314733028411865) | > loss_feat: 6.386699676513672 (6.386699676513672) | > loss_mel: 16.237232208251953 (16.237232208251953) | > loss_duration: 3.1327552795410156 (3.1327552795410156) | > loss_1: 29.90789031982422 (29.90789031982422)  --> STEP: 1 | > loss_disc: 2.860292911529541 (2.860292911529541) | > loss_disc_real_0: 0.08706948161125183 (0.08706948161125183) | > loss_disc_real_1: 0.2965693771839142 (0.2965693771839142) | > loss_disc_real_2: 0.24838197231292725 (0.24838197231292725) | > loss_disc_real_3: 0.24183864891529083 (0.24183864891529083) | > loss_disc_real_4: 0.28888511657714844 (0.28888511657714844) | > loss_disc_real_5: 0.2797214090824127 (0.2797214090824127) | > loss_0: 2.860292911529541 (2.860292911529541) | > loss_gen: 1.971893072128296 (1.971893072128296) | > loss_kl: 3.539109468460083 (3.539109468460083) | > loss_feat: 5.542801856994629 (5.542801856994629) | > loss_mel: 16.852962493896484 (16.852962493896484) | > loss_duration: 2.3437087535858154 (2.3437087535858154) | > loss_1: 30.25047492980957 (30.25047492980957)  --> STEP: 2 | > loss_disc: 2.4817683696746826 (2.671030640602112) | > loss_disc_real_0: 0.0663491040468216 (0.07670929282903671) | > loss_disc_real_1: 0.1372479945421219 (0.21690868586301804) | > loss_disc_real_2: 0.1957656294107437 (0.22207380086183548) | > loss_disc_real_3: 0.22925356030464172 (0.23554610460996628) | > loss_disc_real_4: 0.2232605367898941 (0.25607282668352127) | > loss_disc_real_5: 0.25021716952323914 (0.2649692893028259) | > loss_0: 2.4817683696746826 (2.671030640602112) | > loss_gen: 1.898578405380249 (1.9352357387542725) | > loss_kl: 3.047008991241455 (3.293059229850769) | > loss_feat: 5.479586124420166 (5.5111939907073975) | > loss_mel: 18.12933349609375 (17.491147994995117) | > loss_duration: 2.4834625720977783 (2.413585662841797) | > loss_1: 31.03797149658203 (30.6442232131958)  --> STEP: 3 | > loss_disc: 2.3092219829559326 (2.5504277547200522) | > loss_disc_real_0: 0.09940658509731293 (0.08427505691846211) | > loss_disc_real_1: 0.15671250224113464 (0.19684329132239023) | > loss_disc_real_2: 0.18542338907718658 (0.20985699693361917) | > loss_disc_real_3: 0.19780422747135162 (0.22296547889709473) | > loss_disc_real_4: 0.21278414130210876 (0.2416432648897171) | > loss_disc_real_5: 0.22928699851036072 (0.2530751923720042) | > loss_0: 2.3092219829559326 (2.5504277547200522) | > loss_gen: 2.283048152923584 (2.051173210144043) | > loss_kl: 3.3830182552337646 (3.323045571645101) | > loss_feat: 5.74032735824585 (5.587571779886882) | > loss_mel: 16.502809524536133 (17.161701838175457) | > loss_duration: 2.314035415649414 (2.3804022471110025) | > loss_1: 30.22323989868164 (30.503895441691082)  --> STEP: 4 | > loss_disc: 2.1528871059417725 (2.451042592525482) | > loss_disc_real_0: 0.0792226791381836 (0.08301196247339249) | > loss_disc_real_1: 0.16252483427524567 (0.1882636770606041) | > loss_disc_real_2: 0.17321190237998962 (0.2006957232952118) | > loss_disc_real_3: 0.15437349677085876 (0.20581748336553574) | > loss_disc_real_4: 0.15072961151599884 (0.21891485154628754) | > loss_disc_real_5: 0.1319594830274582 (0.2227962650358677) | > loss_0: 2.1528871059417725 (2.451042592525482) | > loss_gen: 2.207914352416992 (2.0903584957122803) | > loss_kl: 2.711392641067505 (3.170132339000702) | > loss_feat: 8.088197708129883 (6.212728261947632) | > loss_mel: 17.76692771911621 (17.313008308410645) | > loss_duration: 2.358778476715088 (2.374996304512024) | > loss_1: 33.133209228515625 (31.161223888397217)  --> STEP: 5 | > loss_disc: 2.5157532691955566 (2.463984727859497) | > loss_disc_real_0: 0.16258515417575836 (0.09892660081386566) | > loss_disc_real_1: 0.16240184009075165 (0.18309130966663362) | > loss_disc_real_2: 0.2565902769565582 (0.21187463402748108) | > loss_disc_real_3: 0.21556790173053741 (0.20776756703853608) | > loss_disc_real_4: 0.22751499712467194 (0.2206348806619644) | > loss_disc_real_5: 0.19890768826007843 (0.21801854968070983) | > loss_0: 2.5157532691955566 (2.463984727859497) | > loss_gen: 2.0348596572875977 (2.0792587280273436) | > loss_kl: 2.5676329135894775 (3.049632453918457) | > loss_feat: 6.02645206451416 (6.175473022460937) | > loss_mel: 18.272619247436523 (17.50493049621582) | > loss_duration: 2.3628759384155273 (2.3725722312927244) | > loss_1: 31.26443862915039 (31.18186683654785)  --> STEP: 6 | > loss_disc: 2.355365753173828 (2.4458815654118857) | > loss_disc_real_0: 0.08442022651433945 (0.09650887176394463) | > loss_disc_real_1: 0.14422136545181274 (0.17661298563083014) | > loss_disc_real_2: 0.24277758598327637 (0.21702512602011362) | > loss_disc_real_3: 0.20570825040340424 (0.20742434759934744) | > loss_disc_real_4: 0.2018161416053772 (0.2174984241525332) | > loss_disc_real_5: 0.1665787696838379 (0.20944525301456451) | > loss_0: 2.355365753173828 (2.4458815654118857) | > loss_gen: 2.170626640319824 (2.094486713409424) | > loss_kl: 3.317901372909546 (3.0943439404169717) | > loss_feat: 6.459949970245361 (6.222885847091675) | > loss_mel: 19.466230392456055 (17.83181381225586) | > loss_duration: 2.1354169845581055 (2.3330463568369546) | > loss_1: 33.55012512207031 (31.576576550801594)  --> STEP: 7 | > loss_disc: 2.538196563720703 (2.4590694223131453) | > loss_disc_real_0: 0.18175673484802246 (0.10868713791881289) | > loss_disc_real_1: 0.10672039538621902 (0.16662832988159998) | > loss_disc_real_2: 0.25639012455940247 (0.22264869724001204) | > loss_disc_real_3: 0.21852488815784454 (0.20901013910770416) | > loss_disc_real_4: 0.27365177869796753 (0.2255203319447381) | > loss_disc_real_5: 0.27104657888412476 (0.2182454424245017) | > loss_0: 2.538196563720703 (2.4590694223131453) | > loss_gen: 2.225341558456421 (2.113180262701852) | > loss_kl: 3.7978572845458984 (3.1948458467211043) | > loss_feat: 6.868255138397217 (6.315081460135324) | > loss_mel: 18.053905487060547 (17.863541194370814) | > loss_duration: 2.48592472076416 (2.3548861231122697) | > loss_1: 33.4312858581543 (31.841535023280553)  --> STEP: 8 | > loss_disc: 2.145385265350342 (2.419858902692795) | > loss_disc_real_0: 0.08017678558826447 (0.10512334387749434) | > loss_disc_real_1: 0.16544024646282196 (0.16647981945425272) | > loss_disc_real_2: 0.20595619082450867 (0.2205621339380741) | > loss_disc_real_3: 0.21302542090415955 (0.20951204933226109) | > loss_disc_real_4: 0.18955320119857788 (0.2210244406014681) | > loss_disc_real_5: 0.18523655831813812 (0.21411933191120625) | > loss_0: 2.145385265350342 (2.419858902692795) | > loss_gen: 2.4882333278656006 (2.1600618958473206) | > loss_kl: 2.706655979156494 (3.133822113275528) | > loss_feat: 9.228851318359375 (6.67930269241333) | > loss_mel: 17.726078033447266 (17.84635829925537) | > loss_duration: 2.250349760055542 (2.341819077730179) | > loss_1: 34.400169372558594 (32.16136431694031)  --> STEP: 9 | > loss_disc: 2.345909595489502 (2.41164231300354) | > loss_disc_real_0: 0.11430267989635468 (0.10614327010181215) | > loss_disc_real_1: 0.12662473320960999 (0.1620514765381813) | > loss_disc_real_2: 0.19155828654766083 (0.21733948422802818) | > loss_disc_real_3: 0.21481463313102722 (0.21010122530990177) | > loss_disc_real_4: 0.2598550021648407 (0.22533894744184282) | > loss_disc_real_5: 0.21328972280025482 (0.21402715312110054) | > loss_0: 2.345909595489502 (2.41164231300354) | > loss_gen: 2.157257556915283 (2.15975030263265) | > loss_kl: 2.7898716926574707 (3.095605399873522) | > loss_feat: 10.043301582336426 (7.05308034684923) | > loss_mel: 19.0234317779541 (17.977144241333008) | > loss_duration: 2.161581516265869 (2.3217926820119223) | > loss_1: 36.175445556640625 (32.60737334357368)  --> STEP: 10 | > loss_disc: 2.259719133377075 (2.3964499950408937) | > loss_disc_real_0: 0.06981183588504791 (0.10251012668013573) | > loss_disc_real_1: 0.1565287560224533 (0.1614992044866085) | > loss_disc_real_2: 0.21690404415130615 (0.21729594022035598) | > loss_disc_real_3: 0.172317773103714 (0.20632288008928298) | > loss_disc_real_4: 0.23097172379493713 (0.22590222507715224) | > loss_disc_real_5: 0.23494352400302887 (0.21611879020929337) | > loss_0: 2.259719133377075 (2.3964499950408937) | > loss_gen: 2.179697036743164 (2.161744976043701) | > loss_kl: 2.8566389083862305 (3.0717087507247927) | > loss_feat: 5.765763759613037 (6.92434868812561) | > loss_mel: 16.985231399536133 (17.87795295715332) | > loss_duration: 2.3400816917419434 (2.3236215829849245) | > loss_1: 30.127412796020508 (32.35937728881836)  --> STEP: 11 | > loss_disc: 2.5341334342956543 (2.4089666713367808) | > loss_disc_real_0: 0.14680474996566772 (0.1065369106151841) | > loss_disc_real_1: 0.15393692255020142 (0.1608117243105715) | > loss_disc_real_2: 0.20064431428909302 (0.21578215604478662) | > loss_disc_real_3: 0.21985189616680145 (0.20755279064178467) | > loss_disc_real_4: 0.24083882570266724 (0.22726009786128998) | > loss_disc_real_5: 0.22242288291454315 (0.21669188954613425) | > loss_0: 2.5341334342956543 (2.4089666713367808) | > loss_gen: 1.956169605255127 (2.1430563059720127) | > loss_kl: 3.358940362930298 (3.0978207154707476) | > loss_feat: 5.779273986816406 (6.820250988006592) | > loss_mel: 18.609262466430664 (17.9444356398149) | > loss_duration: 2.4886767864227295 (2.33862660147927) | > loss_1: 32.19232177734375 (32.34419042413885)  --> STEP: 12 | > loss_disc: 2.327521800994873 (2.4021795988082886) | > loss_disc_real_0: 0.04293282330036163 (0.10123657000561555) | > loss_disc_real_1: 0.1857922524213791 (0.16289343498647213) | > loss_disc_real_2: 0.2545587122440338 (0.21901353572805723) | > loss_disc_real_3: 0.2347773164510727 (0.209821501125892) | > loss_disc_real_4: 0.19607442617416382 (0.2246612918873628) | > loss_disc_real_5: 0.16552428901195526 (0.21242792283495268) | > loss_0: 2.327521800994873 (2.4021795988082886) | > loss_gen: 2.2115771770477295 (2.1487663785616555) | > loss_kl: 2.6086554527282715 (3.057056943575541) | > loss_feat: 5.983786106109619 (6.750545581181844) | > loss_mel: 15.834305763244629 (17.76859148343404) | > loss_duration: 2.2388501167297363 (2.3303118944168086) | > loss_1: 28.877172470092773 (32.055272261301674)  --> STEP: 13 | > loss_disc: 2.5224804878234863 (2.411433513347919) | > loss_disc_real_0: 0.08241012692451477 (0.09978838207630011) | > loss_disc_real_1: 0.2439684122800827 (0.16912997170136526) | > loss_disc_real_2: 0.2855361998081207 (0.22413066373421595) | > loss_disc_real_3: 0.2830825448036194 (0.21545696602417871) | > loss_disc_real_4: 0.23924176394939423 (0.2257828666613652) | > loss_disc_real_5: 0.23355352878570557 (0.21405296944654906) | > loss_0: 2.5224804878234863 (2.411433513347919) | > loss_gen: 2.3241827487945557 (2.162259945502648) | > loss_kl: 3.0783095359802246 (3.0586917583759012) | > loss_feat: 6.622044086456299 (6.74066085081834) | > loss_mel: 18.063644409179688 (17.79128786233755) | > loss_duration: 2.2442545890808105 (2.3236921016986547) | > loss_1: 32.332435607910156 (32.0765925187331)  --> STEP: 14 | > loss_disc: 2.6684513092041016 (2.4297919273376465) | > loss_disc_real_0: 0.08424568921327591 (0.09867818972894124) | > loss_disc_real_1: 0.22522874176502228 (0.1731370267059122) | > loss_disc_real_2: 0.2558530271053314 (0.22639654683215277) | > loss_disc_real_3: 0.22870753705501556 (0.21640343538352422) | > loss_disc_real_4: 0.2683776617050171 (0.22882535202162607) | > loss_disc_real_5: 0.28840288519859314 (0.2193636777145522) | > loss_0: 2.6684513092041016 (2.4297919273376465) | > loss_gen: 2.136343479156494 (2.1604087693350658) | > loss_kl: 3.972236156463623 (3.1239449296678816) | > loss_feat: 7.310845375061035 (6.781388316835676) | > loss_mel: 17.38016700744629 (17.761922086988175) | > loss_duration: 2.391798496246338 (2.3285568441663465) | > loss_1: 33.19139099121094 (32.15622098105295)  --> STEP: 15 | > loss_disc: 2.807912826538086 (2.4549999872843427) | > loss_disc_real_0: 0.09106335788965225 (0.09817053427298864) | > loss_disc_real_1: 0.26684337854385376 (0.17938411682844163) | > loss_disc_real_2: 0.21706174314022064 (0.22577422658602397) | > loss_disc_real_3: 0.3016926944255829 (0.22208938598632813) | > loss_disc_real_4: 0.2501516044139862 (0.23024710218111674) | > loss_disc_real_5: 0.2314072847366333 (0.2201665848493576) | > loss_0: 2.807912826538086 (2.4549999872843427) | > loss_gen: 2.0946249961853027 (2.1560231844584146) | > loss_kl: 3.7000885009765625 (3.16235450108846) | > loss_feat: 9.097748756408691 (6.935812346140543) | > loss_mel: 19.175365447998047 (17.856151644388834) | > loss_duration: 2.4011759757995605 (2.3333981196085607) | > loss_1: 36.46900177001953 (32.44373970031739)  --> STEP: 16 | > loss_disc: 2.6893887519836426 (2.4696492850780487) | > loss_disc_real_0: 0.1112838089466095 (0.09899011394008994) | > loss_disc_real_1: 0.1608552783727646 (0.1782260644249618) | > loss_disc_real_2: 0.333865761756897 (0.23252994753420353) | > loss_disc_real_3: 0.24532771110534668 (0.22354178130626678) | > loss_disc_real_4: 0.266756534576416 (0.23252894170582294) | > loss_disc_real_5: 0.239659383893013 (0.22138488478958607) | > loss_0: 2.6893887519836426 (2.4696492850780487) | > loss_gen: 2.3162224292755127 (2.1660356372594833) | > loss_kl: 2.782491683959961 (3.138613075017929) | > loss_feat: 8.699615478515625 (7.046050041913986) | > loss_mel: 16.76066780090332 (17.78768390417099) | > loss_duration: 2.412355899810791 (2.3383329808712) | > loss_1: 32.97135543823242 (32.47671568393707)  --> STEP: 17 | > loss_disc: 2.143893241882324 (2.450487164890065) | > loss_disc_real_0: 0.07695212960243225 (0.09769376192022772) | > loss_disc_real_1: 0.1595110297203064 (0.17712518003057032) | > loss_disc_real_2: 0.25617921352386475 (0.233921080827713) | > loss_disc_real_3: 0.26261985301971436 (0.2258404914070578) | > loss_disc_real_4: 0.17286747694015503 (0.22901944377843073) | > loss_disc_real_5: 0.17497104406356812 (0.21865465886452617) | > loss_0: 2.143893241882324 (2.450487164890065) | > loss_gen: 2.5659539699554443 (2.189560245065128) | > loss_kl: 2.067415952682495 (3.075601479586433) | > loss_feat: 7.343167304992676 (7.063527527977438) | > loss_mel: 18.067420959472656 (17.804139025071088) | > loss_duration: 2.364596366882324 (2.339877885930678) | > loss_1: 32.40855407714844 (32.47270617765539)  --> STEP: 18 | > loss_disc: 2.645881175994873 (2.461342387729221) | > loss_disc_real_0: 0.15881755948066711 (0.10108952845136325) | > loss_disc_real_1: 0.17955835163593292 (0.17726035623086822) | > loss_disc_real_2: 0.24530015885829926 (0.23455325182941225) | > loss_disc_real_3: 0.2018803209066391 (0.22450937082370123) | > loss_disc_real_4: 0.262339323759079 (0.23087054822180006) | > loss_disc_real_5: 0.23728328943252563 (0.2196895827849706) | > loss_0: 2.645881175994873 (2.461342387729221) | > loss_gen: 1.9906904697418213 (2.1785119242138333) | > loss_kl: 1.9603224992752075 (3.0136415362358093) | > loss_feat: 8.598255157470703 (7.148790174060398) | > loss_mel: 16.938304901123047 (17.756037129296196) | > loss_duration: 2.208944320678711 (2.3326037989722352) | > loss_1: 31.696517944335938 (32.42958460913764)  --> STEP: 19 | > loss_disc: 2.6399497985839844 (2.4707427777742086) | > loss_disc_real_0: 0.1496863067150116 (0.1036472536231342) | > loss_disc_real_1: 0.2001330703496933 (0.17846418328975377) | > loss_disc_real_2: 0.19864879548549652 (0.23266354360078512) | > loss_disc_real_3: 0.2572801113128662 (0.22623414663892044) | > loss_disc_real_4: 0.2543741464614868 (0.23210757970809937) | > loss_disc_real_5: 0.23382587730884552 (0.2204335982862272) | > loss_0: 2.6399497985839844 (2.4707427777742086) | > loss_gen: 1.8537825345993042 (2.1614209037078056) | > loss_kl: 2.0219733715057373 (2.9614484749342265) | > loss_feat: 3.9946985244750977 (6.9827853503980135) | > loss_mel: 13.993684768676758 (17.558018584000436) | > loss_duration: 2.363558292388916 (2.334232982836271) | > loss_1: 24.227697372436523 (31.997906333521794)  --> STEP: 20 | > loss_disc: 2.340660572052002 (2.464238667488098) | > loss_disc_real_0: 0.09453681111335754 (0.10319173149764538) | > loss_disc_real_1: 0.16576217114925385 (0.17782908268272876) | > loss_disc_real_2: 0.24358944594860077 (0.23320983871817588) | > loss_disc_real_3: 0.15065348148345947 (0.22245511338114737) | > loss_disc_real_4: 0.20315977931022644 (0.23066018968820573) | > loss_disc_real_5: 0.17440426349639893 (0.21813213154673577) | > loss_0: 2.340660572052002 (2.464238667488098) | > loss_gen: 2.2044551372528076 (2.1635726153850556) | > loss_kl: 2.5679867267608643 (2.9417753875255586) | > loss_feat: 7.711824417114258 (7.019237303733826) | > loss_mel: 19.582923889160156 (17.659263849258423) | > loss_duration: 2.304666519165039 (2.33275465965271) | > loss_1: 34.371856689453125 (32.11660385131836)  --> STEP: 21 | > loss_disc: 2.6551032066345215 (2.4733274550664994) | > loss_disc_real_0: 0.1878812313079834 (0.10722456482194719) | > loss_disc_real_1: 0.207382470369339 (0.17923638685828164) | > loss_disc_real_2: 0.28534358739852905 (0.23569239817914509) | > loss_disc_real_3: 0.22211173176765442 (0.22243876187574296) | > loss_disc_real_4: 0.2679913640022278 (0.23243786465554012) | > loss_disc_real_5: 0.27353304624557495 (0.2207702703419186) | > loss_0: 2.6551032066345215 (2.4733274550664994) | > loss_gen: 2.12117600440979 (2.161553729148138) | > loss_kl: 2.527693033218384 (2.922057180177598) | > loss_feat: 3.7752773761749268 (6.864763021469116) | > loss_mel: 13.381803512573242 (17.455575261797225) | > loss_duration: 2.1595869064331055 (2.324508576166062) | > loss_1: 23.965538024902344 (31.728457859584264)  --> STEP: 22 | > loss_disc: 2.4969325065612793 (2.4744004119526255) | > loss_disc_real_0: 0.0907861739397049 (0.10647736523639072) | > loss_disc_real_1: 0.11251693218946457 (0.17620368437333542) | > loss_disc_real_2: 0.2854173481464386 (0.23795262317765842) | > loss_disc_real_3: 0.23087593913078308 (0.22282226993279022) | > loss_disc_real_4: 0.3265076279640198 (0.23671376298774371) | > loss_disc_real_5: 0.2515356242656708 (0.22216869552027096) | > loss_0: 2.4969325065612793 (2.4744004119526255) | > loss_gen: 2.206630229949951 (2.163602661002766) | > loss_kl: 2.813044309616089 (2.917102049697529) | > loss_feat: 7.205944061279297 (6.880271250551397) | > loss_mel: 19.272693634033203 (17.538171551444318) | > loss_duration: 2.1890869140625 (2.318353046070446) | > loss_1: 33.687400817871094 (31.817500721324574)  --> STEP: 23 | > loss_disc: 2.586101531982422 (2.4792569823887036) | > loss_disc_real_0: 0.09933967143297195 (0.1061670307231986) | > loss_disc_real_1: 0.2200198918581009 (0.17810873687267303) | > loss_disc_real_2: 0.24344058334827423 (0.23819123014159824) | > loss_disc_real_3: 0.2564333975315094 (0.22428362330664758) | > loss_disc_real_4: 0.23417429625988007 (0.2366033513908801) | > loss_disc_real_5: 0.21057280898094177 (0.2216645265403001) | > loss_0: 2.586101531982422 (2.4792569823887036) | > loss_gen: 1.9451894760131836 (2.1541064355684365) | > loss_kl: 2.6069839000701904 (2.903618651887645) | > loss_feat: 6.138221740722656 (6.84800822838493) | > loss_mel: 16.78338623046875 (17.505354798358425) | > loss_duration: 2.2687835693359375 (2.316197851429815) | > loss_1: 29.742565155029297 (31.72728613148565)  --> STEP: 24 | > loss_disc: 2.5239357948303223 (2.481118599573771) | > loss_disc_real_0: 0.11331205070018768 (0.10646473988890648) | > loss_disc_real_1: 0.26175686717033386 (0.18159407563507557) | > loss_disc_real_2: 0.26417431235313416 (0.23927385856707892) | > loss_disc_real_3: 0.24964271485805511 (0.22534025212128958) | > loss_disc_real_4: 0.2605605125427246 (0.23760156643887362) | > loss_disc_real_5: 0.31696245074272156 (0.22563527338206768) | > loss_0: 2.5239357948303223 (2.481118599573771) | > loss_gen: 2.585965633392334 (2.172100568811099) | > loss_kl: 2.710509777069092 (2.895572448770205) | > loss_feat: 6.392819404602051 (6.829042027393977) | > loss_mel: 18.385108947753906 (17.542011221249904) | > loss_duration: 2.412721872329712 (2.3202196856339774) | > loss_1: 32.487125396728516 (31.75894610087077)  --> STEP: 25 | > loss_disc: 2.4744441509246826 (2.480851621627808) | > loss_disc_real_0: 0.11512832343578339 (0.10681128323078155) | > loss_disc_real_1: 0.20884189009666443 (0.18268398821353912) | > loss_disc_real_2: 0.18911930918693542 (0.23726767659187317) | > loss_disc_real_3: 0.23499920964241028 (0.2257266104221344) | > loss_disc_real_4: 0.24426180124282837 (0.2378679758310318) | > loss_disc_real_5: 0.20629781484603882 (0.22486177504062652) | > loss_0: 2.4744441509246826 (2.480851621627808) | > loss_gen: 2.1274147033691406 (2.1703131341934205) | > loss_kl: 3.0917041301727295 (2.903417716026306) | > loss_feat: 6.6595330238342285 (6.822261667251587) | > loss_mel: 14.417732238769531 (17.417040061950686) | > loss_duration: 2.3713016510009766 (2.322262964248657) | > loss_1: 28.66768455505371 (31.635295639038088)  --> STEP: 26 | > loss_disc: 2.410191059112549 (2.478133907684913) | > loss_disc_real_0: 0.13137024641036987 (0.1077558587376888) | > loss_disc_real_1: 0.18708336353302002 (0.18285319495659608) | > loss_disc_real_2: 0.11060600727796555 (0.23239607392595366) | > loss_disc_real_3: 0.23221337795257568 (0.22597610148099753) | > loss_disc_real_4: 0.1516023725271225 (0.23455006801165068) | > loss_disc_real_5: 0.12220092862844467 (0.2209132809478503) | > loss_0: 2.410191059112549 (2.478133907684913) | > loss_gen: 1.9315848350524902 (2.161131276534154) | > loss_kl: 2.839160680770874 (2.900946291593405) | > loss_feat: 8.816411972045898 (6.898959755897522) | > loss_mel: 20.026885986328125 (17.51741875134982) | > loss_duration: 2.2976393699645996 (2.3213159029300394) | > loss_1: 35.91168212890625 (31.799772042494553) --> EVAL PERFORMANCE | > avg_loader_time: 0.002421369919410119 (-8.412507864145055e-05) | > avg_loss_disc: 2.478133907684913 (+0.08554237622481153) | > avg_loss_disc_real_0: 0.1077558587376888 (-0.022582150852450952) | > avg_loss_disc_real_1: 0.18285319495659608 (-0.010337143849868058) | > avg_loss_disc_real_2: 0.23239607392595366 (-0.005515200873980136) | > avg_loss_disc_real_3: 0.22597610148099753 (-0.018866949356519253) | > avg_loss_disc_real_4: 0.23455006801165068 (+0.018164989180289803) | > avg_loss_disc_real_5: 0.2209132809478503 (+0.0028007755485864594) | > avg_loss_0: 2.478133907684913 (+0.08554237622481153) | > avg_loss_gen: 2.161131276534154 (-0.21414454166705799) | > avg_loss_kl: 2.900946291593405 (+0.022378174158242725) | > avg_loss_feat: 6.898959755897522 (+0.2388652012898369) | > avg_loss_mel: 17.51741875134982 (-0.1177857472346382) | > avg_loss_duration: 2.3213159029300394 (-0.013610729804406141) | > avg_loss_1: 31.799772042494553 (-0.08429718017578125)  > EPOCH: 657/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:12:24)   --> TIME: 2024-06-11 20:12:30 -- STEP: 14/330 -- GLOBAL_STEP: 304825 | > loss_disc: 2.3770945072174072 (2.3646293027060374) | > loss_disc_real_0: 0.1008419468998909 (0.10910052912575859) | > loss_disc_real_1: 0.18741188943386078 (0.2070825036082949) | > loss_disc_real_2: 0.23778599500656128 (0.20859434455633163) | > loss_disc_real_3: 0.23603802919387817 (0.22567634178059442) | > loss_disc_real_4: 0.24857300519943237 (0.2273825385740825) | > loss_disc_real_5: 0.2215680480003357 (0.23236241723809922) | > loss_0: 2.3770945072174072 (2.3646293027060374) | > grad_norm_0: tensor(14.6636, device='cuda:0') (tensor(7.4564, device='cuda:0')) | > loss_gen: 2.48689603805542 (2.477747525487627) | > loss_kl: 1.926322102546692 (1.8961993200438363) | > loss_feat: 7.074365615844727 (6.800184386117118) | > loss_mel: 16.90437889099121 (17.668194770812985) | > loss_duration: 2.034677505493164 (2.0779628583363126) | > loss_1: 30.4266414642334 (30.92028876713344) | > grad_norm_1: tensor(50.5774, device='cuda:0') (tensor(63.9834, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.3616 (0.39611893040793283) | > loader_time: 0.0036 (0.003336668014526367)  --> TIME: 2024-06-11 20:12:40 -- STEP: 39/330 -- GLOBAL_STEP: 304850 | > loss_disc: 2.239136219024658 (2.3583429898971167) | > loss_disc_real_0: 0.13538053631782532 (0.11040511230627696) | > loss_disc_real_1: 0.17890313267707825 (0.19907908867567015) | > loss_disc_real_2: 0.1860167682170868 (0.2094916770091423) | > loss_disc_real_3: 0.21204467117786407 (0.2284441888332367) | > loss_disc_real_4: 0.2116350531578064 (0.23208705049294692) | > loss_disc_real_5: 0.21151815354824066 (0.22681067616511613) | > loss_0: 2.239136219024658 (2.3583429898971167) | > grad_norm_0: tensor(7.8485, device='cuda:0') (tensor(9.4117, device='cuda:0')) | > loss_gen: 2.7439956665039062 (2.489507876909696) | > loss_kl: 2.0897274017333984 (1.9663793765581572) | > loss_feat: 7.462440490722656 (6.915862596951998) | > loss_mel: 17.7225341796875 (17.489953603499973) | > loss_duration: 2.0320382118225098 (2.0203041419004784) | > loss_1: 32.05073547363281 (30.88200745215783) | > grad_norm_1: tensor(77.7310, device='cuda:0') (tensor(83.8995, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.3647 (0.37762902944515914) | > loader_time: 0.0034 (0.003372528614142002)  --> TIME: 2024-06-11 20:12:49 -- STEP: 64/330 -- GLOBAL_STEP: 304875 | > loss_disc: 2.271883964538574 (2.3537548892199993) | > loss_disc_real_0: 0.10106918215751648 (0.1114931363845244) | > loss_disc_real_1: 0.1830546110868454 (0.19936111569404602) | > loss_disc_real_2: 0.19394423067569733 (0.20932163088582453) | > loss_disc_real_3: 0.223079115152359 (0.22914334083907306) | > loss_disc_real_4: 0.22629088163375854 (0.2316705146804452) | > loss_disc_real_5: 0.23731215298175812 (0.22313798544928432) | > loss_0: 2.271883964538574 (2.3537548892199993) | > grad_norm_0: tensor(10.8799, device='cuda:0') (tensor(9.3388, device='cuda:0')) | > loss_gen: 2.5066885948181152 (2.4785249829292297) | > loss_kl: 1.9329862594604492 (1.9706530589610338) | > loss_feat: 7.203853130340576 (6.986201755702496) | > loss_mel: 17.986473083496094 (17.50343808531761) | > loss_duration: 1.9894219636917114 (2.0037377681583166) | > loss_1: 31.619422912597656 (30.942555457353592) | > grad_norm_1: tensor(229.1663, device='cuda:0') (tensor(92.5329, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.3655 (0.3735789693892002) | > loader_time: 0.0034 (0.003416445106267929)  --> TIME: 2024-06-11 20:12:58 -- STEP: 89/330 -- GLOBAL_STEP: 304900 | > loss_disc: 2.365205764770508 (2.3528670782453567) | > loss_disc_real_0: 0.10736481100320816 (0.1106720067811816) | > loss_disc_real_1: 0.1980976164340973 (0.19872242630867476) | > loss_disc_real_2: 0.20657013356685638 (0.209789549869098) | > loss_disc_real_3: 0.2351427674293518 (0.22893623053357842) | > loss_disc_real_4: 0.240433007478714 (0.2315461595406693) | > loss_disc_real_5: 0.23671139776706696 (0.22280382205930988) | > loss_0: 2.365205764770508 (2.3528670782453567) | > grad_norm_0: tensor(8.0300, device='cuda:0') (tensor(11.6112, device='cuda:0')) | > loss_gen: 2.4959771633148193 (2.479819471916456) | > loss_kl: 2.236719846725464 (1.9828542966521188) | > loss_feat: 7.182647228240967 (7.018654041075974) | > loss_mel: 17.32846450805664 (17.47891520382313) | > loss_duration: 1.998978614807129 (1.996960357333837) | > loss_1: 31.242786407470703 (30.95720318997844) | > grad_norm_1: tensor(263.4865, device='cuda:0') (tensor(135.2471, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.369 (0.373057515433665) | > loader_time: 0.0038 (0.00349246785881814)  --> TIME: 2024-06-11 20:13:08 -- STEP: 114/330 -- GLOBAL_STEP: 304925 | > loss_disc: 2.346959352493286 (2.3506422983972657) | > loss_disc_real_0: 0.06074754148721695 (0.11139607707267268) | > loss_disc_real_1: 0.22390137612819672 (0.1976283342953314) | > loss_disc_real_2: 0.22139635682106018 (0.20933546008248077) | > loss_disc_real_3: 0.24792931973934174 (0.2281310260295868) | > loss_disc_real_4: 0.22172503173351288 (0.2313379089821849) | > loss_disc_real_5: 0.22443105280399323 (0.22268033119147285) | > loss_0: 2.346959352493286 (2.3506422983972657) | > grad_norm_0: tensor(14.2458, device='cuda:0') (tensor(14.5433, device='cuda:0')) | > loss_gen: 2.5645594596862793 (2.484646912206683) | > loss_kl: 2.2062723636627197 (1.9920617331538284) | > loss_feat: 7.03377103805542 (7.008120494976378) | > loss_mel: 17.9018497467041 (17.44458185999017) | > loss_duration: 2.0191054344177246 (1.9990632900020533) | > loss_1: 31.72555923461914 (30.92847414184035) | > grad_norm_1: tensor(221.3508, device='cuda:0') (tensor(167.2984, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.3578 (0.37389743746372683) | > loader_time: 0.0037 (0.003590368387991922)  --> TIME: 2024-06-11 20:13:18 -- STEP: 139/330 -- GLOBAL_STEP: 304950 | > loss_disc: 2.2870757579803467 (2.3548427382819086) | > loss_disc_real_0: 0.0836702436208725 (0.11199514152441951) | > loss_disc_real_1: 0.17573274672031403 (0.19696707316010975) | > loss_disc_real_2: 0.21224604547023773 (0.21101460214570272) | > loss_disc_real_3: 0.2174014151096344 (0.22882447086221022) | > loss_disc_real_4: 0.2346753478050232 (0.2317093323460586) | > loss_disc_real_5: 0.208001047372818 (0.22303322847369764) | > loss_0: 2.2870757579803467 (2.3548427382819086) | > grad_norm_0: tensor(18.7087, device='cuda:0') (tensor(15.8619, device='cuda:0')) | > loss_gen: 2.5284829139709473 (2.489046901250057) | > loss_kl: 1.8965778350830078 (1.9977955234994134) | > loss_feat: 7.846275806427002 (7.004234063539574) | > loss_mel: 17.854434967041016 (17.45480090765644) | > loss_duration: 2.0738253593444824 (2.004296424577562) | > loss_1: 32.1995964050293 (30.950173686734207) | > grad_norm_1: tensor(363.0618, device='cuda:0') (tensor(185.9890, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.3785 (0.3751475536565985) | > loader_time: 0.0038 (0.0036762155217232462)  --> TIME: 2024-06-11 20:13:28 -- STEP: 164/330 -- GLOBAL_STEP: 304975 | > loss_disc: 2.3424668312072754 (2.354892970585241) | > loss_disc_real_0: 0.126796156167984 (0.11237280272946852) | > loss_disc_real_1: 0.20749667286872864 (0.19627446499539586) | > loss_disc_real_2: 0.20288647711277008 (0.2114608041578676) | > loss_disc_real_3: 0.22034980356693268 (0.22920369565850351) | > loss_disc_real_4: 0.21656034886837006 (0.23207443089383403) | > loss_disc_real_5: 0.19087271392345428 (0.2227129594581883) | > loss_0: 2.3424668312072754 (2.354892970585241) | > grad_norm_0: tensor(11.5003, device='cuda:0') (tensor(17.7619, device='cuda:0')) | > loss_gen: 2.5414955615997314 (2.4954599883498214) | > loss_kl: 2.0063371658325195 (2.0025698687972087) | > loss_feat: 7.029856204986572 (7.028640805221185) | > loss_mel: 17.298450469970703 (17.45553904626427) | > loss_duration: 2.0953750610351562 (2.0084631413948237) | > loss_1: 30.971515655517578 (30.990672751170834) | > grad_norm_1: tensor(360.0057, device='cuda:0') (tensor(212.7222, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.4004 (0.37814836240396266) | > loader_time: 0.0046 (0.003775111058863198)  --> TIME: 2024-06-11 20:13:38 -- STEP: 189/330 -- GLOBAL_STEP: 305000 | > loss_disc: 2.212592363357544 (2.3583287044807713) | > loss_disc_real_0: 0.11324804276227951 (0.11527063033331639) | > loss_disc_real_1: 0.1613510400056839 (0.1962061616636458) | > loss_disc_real_2: 0.17358265817165375 (0.21112988124448784) | > loss_disc_real_3: 0.22580324113368988 (0.22944064714290477) | > loss_disc_real_4: 0.2106112241744995 (0.2311254265920195) | > loss_disc_real_5: 0.20372670888900757 (0.22254000241478916) | > loss_0: 2.212592363357544 (2.3583287044807713) | > grad_norm_0: tensor(12.9453, device='cuda:0') (tensor(20.9993, device='cuda:0')) | > loss_gen: 2.7357068061828613 (2.499171142224913) | > loss_kl: 2.0690195560455322 (2.003495819354183) | > loss_feat: 7.077681541442871 (7.0250703014393965) | > loss_mel: 17.16107749938965 (17.42704548406852) | > loss_duration: 2.090003252029419 (2.015900978966363) | > loss_1: 31.133487701416016 (30.97068362765842) | > grad_norm_1: tensor(406.1088, device='cuda:0') (tensor(238.5580, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.3758 (0.38117253717291294) | > loader_time: 0.0047 (0.003911978353268255) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_305000.pth  --> TIME: 2024-06-11 20:13:53 -- STEP: 214/330 -- GLOBAL_STEP: 305025 | > loss_disc: 2.4094619750976562 (2.359200649172346) | > loss_disc_real_0: 0.10749261826276779 (0.11614336123881495) | > loss_disc_real_1: 0.23751701414585114 (0.19662180654356412) | > loss_disc_real_2: 0.26278743147850037 (0.2114029414603643) | > loss_disc_real_3: 0.21125423908233643 (0.2293511991188905) | > loss_disc_real_4: 0.2084743231534958 (0.23130321286827604) | > loss_disc_real_5: 0.2331838756799698 (0.2225306846688841) | > loss_0: 2.4094619750976562 (2.359200649172346) | > grad_norm_0: tensor(36.1390, device='cuda:0') (tensor(22.0940, device='cuda:0')) | > loss_gen: 2.3773906230926514 (2.4999326278116123) | > loss_kl: 1.9908684492111206 (2.0062917348380394) | > loss_feat: 6.573391437530518 (7.03353255708641) | > loss_mel: 17.215131759643555 (17.398578300654318) | > loss_duration: 2.1351115703582764 (2.0235827481635247) | > loss_1: 30.291893005371094 (30.96191784154589) | > grad_norm_1: tensor(225.1436, device='cuda:0') (tensor(249.9478, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.4064 (0.3836983965936108) | > loader_time: 0.0052 (0.004039777773562994)  --> TIME: 2024-06-11 20:14:03 -- STEP: 239/330 -- GLOBAL_STEP: 305050 | > loss_disc: 2.2434537410736084 (2.3602965785868495) | > loss_disc_real_0: 0.09503493458032608 (0.11662369163777041) | > loss_disc_real_1: 0.17249208688735962 (0.19674581563622384) | > loss_disc_real_2: 0.18691669404506683 (0.2113460746270343) | > loss_disc_real_3: 0.22253216803073883 (0.22911960422743313) | > loss_disc_real_4: 0.22616729140281677 (0.23101647740627432) | > loss_disc_real_5: 0.23056882619857788 (0.2224004219391356) | > loss_0: 2.2434537410736084 (2.3602965785868495) | > grad_norm_0: tensor(25.6275, device='cuda:0') (tensor(22.5042, device='cuda:0')) | > loss_gen: 2.59228777885437 (2.4923263763284105) | > loss_kl: 1.9722610712051392 (2.0052900209586473) | > loss_feat: 7.565186500549316 (7.017296431952441) | > loss_mel: 18.440319061279297 (17.372893987839188) | > loss_duration: 2.06266450881958 (2.0323384007649423) | > loss_1: 32.632720947265625 (30.920145146517573) | > grad_norm_1: tensor(422.4305, device='cuda:0') (tensor(255.2549, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.4079 (0.3864974825950846) | > loader_time: 0.0052 (0.004155374471113771)  --> TIME: 2024-06-11 20:14:14 -- STEP: 264/330 -- GLOBAL_STEP: 305075 | > loss_disc: 2.2877180576324463 (2.3649703760941825) | > loss_disc_real_0: 0.14061596989631653 (0.11839671552915013) | > loss_disc_real_1: 0.2088916152715683 (0.19712621961353402) | > loss_disc_real_2: 0.17971669137477875 (0.21152597705297396) | > loss_disc_real_3: 0.2251770794391632 (0.22955314521536682) | > loss_disc_real_4: 0.23607000708580017 (0.23105530728670684) | > loss_disc_real_5: 0.19773447513580322 (0.22245989739894867) | > loss_0: 2.2877180576324463 (2.3649703760941825) | > grad_norm_0: tensor(77.6438, device='cuda:0') (tensor(24.1988, device='cuda:0')) | > loss_gen: 2.4201409816741943 (2.490031703855054) | > loss_kl: 2.0024285316467285 (2.005226147897314) | > loss_feat: 6.818379878997803 (7.02427267667019) | > loss_mel: 16.8348388671875 (17.359608223943997) | > loss_duration: 2.1468007564544678 (2.04040357109272) | > loss_1: 30.22258949279785 (30.919542254823625) | > grad_norm_1: tensor(562.6276, device='cuda:0') (tensor(268.9823, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.4452 (0.3906869716716535) | > loader_time: 0.0058 (0.004285778060103908)  --> TIME: 2024-06-11 20:14:26 -- STEP: 289/330 -- GLOBAL_STEP: 305100 | > loss_disc: 2.329418182373047 (2.3656901001517747) | > loss_disc_real_0: 0.07536628842353821 (0.11897707381205162) | > loss_disc_real_1: 0.18112686276435852 (0.19735542450190416) | > loss_disc_real_2: 0.20372959971427917 (0.21161856798770923) | > loss_disc_real_3: 0.20484544336795807 (0.2294079907831436) | > loss_disc_real_4: 0.22530405223369598 (0.23138553837385145) | > loss_disc_real_5: 0.2006884068250656 (0.2223385578620805) | > loss_0: 2.329418182373047 (2.3656901001517747) | > grad_norm_0: tensor(40.7579, device='cuda:0') (tensor(25.7248, device='cuda:0')) | > loss_gen: 2.456169366836548 (2.495559034875522) | > loss_kl: 2.035832643508911 (2.008040638943443) | > loss_feat: 6.489970684051514 (7.047649106352387) | > loss_mel: 16.4537410736084 (17.311603051155906) | > loss_duration: 2.1877317428588867 (2.0499395325934597) | > loss_1: 29.62344741821289 (30.912791314834543) | > grad_norm_1: tensor(459.4444, device='cuda:0') (tensor(284.6264, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.4568 (0.39540021972260264) | > loader_time: 0.0069 (0.004443282487070683)  --> TIME: 2024-06-11 20:14:38 -- STEP: 314/330 -- GLOBAL_STEP: 305125 | > loss_disc: 2.3098700046539307 (2.3677190861124893) | > loss_disc_real_0: 0.12027692049741745 (0.12084942713237493) | > loss_disc_real_1: 0.20062662661075592 (0.19771046955494365) | > loss_disc_real_2: 0.18688225746154785 (0.21192978844521143) | > loss_disc_real_3: 0.21260002255439758 (0.22958594740955693) | > loss_disc_real_4: 0.21952003240585327 (0.23081773400876174) | > loss_disc_real_5: 0.21066227555274963 (0.22224487430730444) | > loss_0: 2.3098700046539307 (2.3677190861124893) | > grad_norm_0: tensor(26.5330, device='cuda:0') (tensor(26.8704, device='cuda:0')) | > loss_gen: 2.428243637084961 (2.49184223648849) | > loss_kl: 1.913671612739563 (2.008059404078562) | > loss_feat: 7.78624963760376 (7.054568489645697) | > loss_mel: 17.370742797851562 (17.272134513612006) | > loss_duration: 2.2513065338134766 (2.0628468792909267) | > loss_1: 31.750213623046875 (30.889451494642124) | > grad_norm_1: tensor(239.3873, device='cuda:0') (tensor(291.3264, device='cuda:0')) | > current_lr_0: 0.00018423041567830825 | > current_lr_1: 0.00018423041567830825 | > step_time: 0.5339 (0.4032852885070121) | > loader_time: 0.0078 (0.004634728097611928)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5488991737365723 (2.5488991737365723) | > loss_disc_real_0: 0.16314196586608887 (0.16314196586608887) | > loss_disc_real_1: 0.15710629522800446 (0.15710629522800446) | > loss_disc_real_2: 0.24794991314411163 (0.24794991314411163) | > loss_disc_real_3: 0.2594999372959137 (0.2594999372959137) | > loss_disc_real_4: 0.2745962142944336 (0.2745962142944336) | > loss_disc_real_5: 0.35201290249824524 (0.35201290249824524) | > loss_0: 2.5488991737365723 (2.5488991737365723) | > loss_gen: 2.244955062866211 (2.244955062866211) | > loss_kl: 3.6130788326263428 (3.6130788326263428) | > loss_feat: 3.793834924697876 (3.793834924697876) | > loss_mel: 14.167610168457031 (14.167610168457031) | > loss_duration: 3.038985013961792 (3.038985013961792) | > loss_1: 26.858463287353516 (26.858463287353516)  --> STEP: 1 | > loss_disc: 2.059925079345703 (2.059925079345703) | > loss_disc_real_0: 0.11108255386352539 (0.11108255386352539) | > loss_disc_real_1: 0.19458885490894318 (0.19458885490894318) | > loss_disc_real_2: 0.19667977094650269 (0.19667977094650269) | > loss_disc_real_3: 0.20679759979248047 (0.20679759979248047) | > loss_disc_real_4: 0.18416443467140198 (0.18416443467140198) | > loss_disc_real_5: 0.19205079972743988 (0.19205079972743988) | > loss_0: 2.059925079345703 (2.059925079345703) | > loss_gen: 2.669705390930176 (2.669705390930176) | > loss_kl: 2.93514084815979 (2.93514084815979) | > loss_feat: 6.878987789154053 (6.878987789154053) | > loss_mel: 16.081348419189453 (16.081348419189453) | > loss_duration: 2.3937439918518066 (2.3937439918518066) | > loss_1: 30.958925247192383 (30.958925247192383)  --> STEP: 2 | > loss_disc: 2.142889976501465 (2.101407527923584) | > loss_disc_real_0: 0.132528156042099 (0.1218053549528122) | > loss_disc_real_1: 0.17572708427906036 (0.18515796959400177) | > loss_disc_real_2: 0.25276970863342285 (0.22472473978996277) | > loss_disc_real_3: 0.24323779344558716 (0.2250176966190338) | > loss_disc_real_4: 0.23426192998886108 (0.20921318233013153) | > loss_disc_real_5: 0.2408159077167511 (0.2164333537220955) | > loss_0: 2.142889976501465 (2.101407527923584) | > loss_gen: 2.8079371452331543 (2.738821268081665) | > loss_kl: 2.6344895362854004 (2.784815192222595) | > loss_feat: 6.996038436889648 (6.937513113021851) | > loss_mel: 17.548751831054688 (16.81505012512207) | > loss_duration: 2.3996729850769043 (2.3967084884643555) | > loss_1: 32.38689041137695 (31.672907829284668)  --> STEP: 3 | > loss_disc: 2.401486396789551 (2.2014338175455728) | > loss_disc_real_0: 0.26314860582351685 (0.16891977190971375) | > loss_disc_real_1: 0.1960861086845398 (0.18880068262418112) | > loss_disc_real_2: 0.23312737047672272 (0.2275256166855494) | > loss_disc_real_3: 0.2400401383638382 (0.23002517720063528) | > loss_disc_real_4: 0.2443530261516571 (0.2209264636039734) | > loss_disc_real_5: 0.24511496722698212 (0.2259938915570577) | > loss_0: 2.401486396789551 (2.2014338175455728) | > loss_gen: 2.594193696975708 (2.6906120777130127) | > loss_kl: 3.643167018890381 (3.070932467778524) | > loss_feat: 6.415494441986084 (6.763506889343262) | > loss_mel: 16.021244049072266 (16.550448099772137) | > loss_duration: 2.2385764122009277 (2.3439977963765464) | > loss_1: 30.912677764892578 (31.419497807820637)  --> STEP: 4 | > loss_disc: 2.088188409805298 (2.173122465610504) | > loss_disc_real_0: 0.16604861617088318 (0.1682019829750061) | > loss_disc_real_1: 0.14611628651618958 (0.17812958359718323) | > loss_disc_real_2: 0.17939899861812592 (0.21549396216869354) | > loss_disc_real_3: 0.2776033282279968 (0.24191971495747566) | > loss_disc_real_4: 0.22026237845420837 (0.22076044231653214) | > loss_disc_real_5: 0.26272115111351013 (0.2351757064461708) | > loss_0: 2.088188409805298 (2.173122465610504) | > loss_gen: 2.9139795303344727 (2.7464539408683777) | > loss_kl: 3.591780185699463 (3.2011443972587585) | > loss_feat: 8.977919578552246 (7.317110061645508) | > loss_mel: 18.234210968017578 (16.971388816833496) | > loss_duration: 2.32130765914917 (2.338325262069702) | > loss_1: 36.03919982910156 (32.57442331314087)  --> STEP: 5 | > loss_disc: 1.97104012966156 (2.1327059984207155) | > loss_disc_real_0: 0.10594365745782852 (0.1557503178715706) | > loss_disc_real_1: 0.19075411558151245 (0.18065448999404907) | > loss_disc_real_2: 0.18878181278705597 (0.21015153229236602) | > loss_disc_real_3: 0.24297791719436646 (0.2421313554048538) | > loss_disc_real_4: 0.17701169848442078 (0.21201069355010987) | > loss_disc_real_5: 0.1777244657278061 (0.22368545830249786) | > loss_0: 1.97104012966156 (2.1327059984207155) | > loss_gen: 2.9963276386260986 (2.796428680419922) | > loss_kl: 2.835493564605713 (3.1280142307281493) | > loss_feat: 8.068041801452637 (7.467296409606933) | > loss_mel: 19.742549896240234 (17.525621032714845) | > loss_duration: 2.3336853981018066 (2.3373972892761232) | > loss_1: 35.97610092163086 (33.25475883483887)  --> STEP: 6 | > loss_disc: 2.198038339614868 (2.143594721953074) | > loss_disc_real_0: 0.07720714062452316 (0.14265978833039603) | > loss_disc_real_1: 0.14234615862369537 (0.1742697680989901) | > loss_disc_real_2: 0.23862092196941376 (0.214896430571874) | > loss_disc_real_3: 0.22158317267894745 (0.23870665828386942) | > loss_disc_real_4: 0.2512403428554535 (0.2185489684343338) | > loss_disc_real_5: 0.2097785472869873 (0.22136763979991278) | > loss_0: 2.198038339614868 (2.143594721953074) | > loss_gen: 2.3440768718719482 (2.721036712328593) | > loss_kl: 3.110696315765381 (3.125127911567688) | > loss_feat: 5.8582987785339355 (7.199130137761434) | > loss_mel: 19.31463050842285 (17.82378927866618) | > loss_duration: 2.212520122528076 (2.3165844281514487) | > loss_1: 32.8402214050293 (33.18566926320394)  --> STEP: 7 | > loss_disc: 2.0562667846679688 (2.1311193023409163) | > loss_disc_real_0: 0.08522099256515503 (0.13445424607821874) | > loss_disc_real_1: 0.21438097953796387 (0.17999994116170065) | > loss_disc_real_2: 0.13852815330028534 (0.20398667667593276) | > loss_disc_real_3: 0.2753555476665497 (0.2439422139099666) | > loss_disc_real_4: 0.20900774002075195 (0.21718593580382212) | > loss_disc_real_5: 0.24846769869327545 (0.22523907678467886) | > loss_0: 2.0562667846679688 (2.1311193023409163) | > loss_gen: 2.88209867477417 (2.7440455641065324) | > loss_kl: 4.315006256103516 (3.2951105322156633) | > loss_feat: 8.453109741210938 (7.378270081111363) | > loss_mel: 19.87205696105957 (18.11639894757952) | > loss_duration: 2.4412269592285156 (2.334390504019601) | > loss_1: 37.9635009765625 (33.86821665082659)  --> STEP: 8 | > loss_disc: 2.0269129276275635 (2.118093505501747) | > loss_disc_real_0: 0.1735415905714035 (0.13934016413986683) | > loss_disc_real_1: 0.1465456187725067 (0.17581815086305141) | > loss_disc_real_2: 0.21711383759975433 (0.20562757179141045) | > loss_disc_real_3: 0.20156385004520416 (0.2386449184268713) | > loss_disc_real_4: 0.17063279449939728 (0.211366793140769) | > loss_disc_real_5: 0.1688099056482315 (0.21818543039262295) | > loss_0: 2.0269129276275635 (2.118093505501747) | > loss_gen: 2.7960338592529297 (2.750544100999832) | > loss_kl: 3.29252552986145 (3.2947874069213867) | > loss_feat: 9.325417518615723 (7.621663510799408) | > loss_mel: 20.605091094970703 (18.427485466003418) | > loss_duration: 2.268765687942505 (2.326187402009964) | > loss_1: 38.2878303527832 (34.42066836357117)  --> STEP: 9 | > loss_disc: 2.1806864738464355 (2.125048279762268) | > loss_disc_real_0: 0.11339224874973297 (0.13645706242985195) | > loss_disc_real_1: 0.12117724120616913 (0.16974693867895338) | > loss_disc_real_2: 0.20721974968910217 (0.20580448044670951) | > loss_disc_real_3: 0.2735440731048584 (0.242522602279981) | > loss_disc_real_4: 0.23918597400188446 (0.2144578132364485) | > loss_disc_real_5: 0.2860250473022461 (0.2257231656048033) | > loss_0: 2.1806864738464355 (2.125048279762268) | > loss_gen: 2.735919952392578 (2.748919195599026) | > loss_kl: 2.669424295425415 (3.2253026167551675) | > loss_feat: 9.498960494995117 (7.830252064598931) | > loss_mel: 19.154830932617188 (18.508301628960503) | > loss_duration: 2.1717262268066406 (2.3090250492095947) | > loss_1: 36.23086166381836 (34.62180095248752)  --> STEP: 10 | > loss_disc: 2.5481209754943848 (2.16735554933548) | > loss_disc_real_0: 0.15372991561889648 (0.1381843477487564) | > loss_disc_real_1: 0.21851536631584167 (0.1746237814426422) | > loss_disc_real_2: 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loss_disc_real_5: 0.27918094396591187 (0.24464850398627194) | > loss_0: 2.283607244491577 (2.1779238852587612) | > loss_gen: 2.491452932357788 (2.724142984910445) | > loss_kl: 3.7634804248809814 (3.195148619738492) | > loss_feat: 7.7079315185546875 (7.5683113011446865) | > loss_mel: 18.865705490112305 (18.41234588623047) | > loss_duration: 2.5029191970825195 (2.3299397338520396) | > loss_1: 35.331485748291016 (34.22988839582963)  --> STEP: 12 | > loss_disc: 2.398960590362549 (2.196343610684077) | > loss_disc_real_0: 0.17543616890907288 (0.1415471521516641) | > loss_disc_real_1: 0.227045476436615 (0.1766264575223128) | > loss_disc_real_2: 0.24056248366832733 (0.2148952273031076) | > loss_disc_real_3: 0.31337302923202515 (0.25991486633817357) | > loss_disc_real_4: 0.28276458382606506 (0.2311668520172437) | > loss_disc_real_5: 0.3071400225162506 (0.24985613053043684) | > loss_0: 2.398960590362549 (2.196343610684077) | > loss_gen: 2.863574504852295 (2.735762278238932) | > loss_kl: 2.7716000080108643 (3.159852902094523) | > loss_feat: 6.445713996887207 (7.474761525789897) | > loss_mel: 17.47579574584961 (18.33430004119873) | > loss_duration: 2.2554001808166504 (2.323728104432424) | > loss_1: 31.812084197998047 (34.028404712677)  --> STEP: 13 | > loss_disc: 2.5017824172973633 (2.2198389035004835) | > loss_disc_real_0: 0.18160441517829895 (0.14462848007678986) | > loss_disc_real_1: 0.19208253920078278 (0.17781538688219511) | > loss_disc_real_2: 0.24609042704105377 (0.21729485805218035) | > loss_disc_real_3: 0.2316359430551529 (0.25773956454717195) | > loss_disc_real_4: 0.2568533718585968 (0.23314273815888625) | > loss_disc_real_5: 0.2735739052295685 (0.2516805747380623) | > loss_0: 2.5017824172973633 (2.2198389035004835) | > loss_gen: 2.38197660446167 (2.7085479956406813) | > loss_kl: 3.2496893405914307 (3.166763397363516) | > loss_feat: 6.075470924377441 (7.3671237872197075) | > loss_mel: 16.969266891479492 (18.22929749122033) | > loss_duration: 2.2574849128723145 (2.3186324743124156) | > loss_1: 30.933887481689453 (33.79036492567796)  --> STEP: 14 | > loss_disc: 2.2119805812835693 (2.219277594770704) | > loss_disc_real_0: 0.11242012679576874 (0.14232788341385977) | > loss_disc_real_1: 0.1311483234167099 (0.17448202520608902) | > loss_disc_real_2: 0.1633135974407196 (0.21343905372279032) | > loss_disc_real_3: 0.2747451066970825 (0.25895424612930845) | > loss_disc_real_4: 0.29058319330215454 (0.23724562781197683) | > loss_disc_real_5: 0.30025357007980347 (0.25515007440532955) | > loss_0: 2.2119805812835693 (2.219277594770704) | > loss_gen: 2.613656520843506 (2.7017700331551686) | > loss_kl: 2.9388506412506104 (3.1504839147840227) | > loss_feat: 7.324469089508057 (7.364077023097447) | > loss_mel: 19.830476760864258 (18.343667439052037) | > loss_duration: 2.3282699584960938 (2.319320866039821) | > loss_1: 35.03572082519531 (33.87931891850063)  --> STEP: 15 | > loss_disc: 2.5887482166290283 (2.243908969561259) | > loss_disc_real_0: 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2.2890453338623047 (2.27344969440909) | > loss_gen: 2.6531991958618164 (2.688973398769603) | > loss_kl: 2.437164783477783 (3.1162221712224625) | > loss_feat: 6.336907863616943 (7.410282331354478) | > loss_mel: 17.65749740600586 (18.12423302145565) | > loss_duration: 2.464998245239258 (2.332070504917818) | > loss_1: 31.549768447875977 (33.671781203326056)  --> STEP: 18 | > loss_disc: 2.33534574508667 (2.2768883638911777) | > loss_disc_real_0: 0.21226149797439575 (0.15808749778403175) | > loss_disc_real_1: 0.22776521742343903 (0.17712731824980843) | > loss_disc_real_2: 0.19362816214561462 (0.2209579414791531) | > loss_disc_real_3: 0.2085634171962738 (0.26115144623650444) | > loss_disc_real_4: 0.19589626789093018 (0.2367257144716051) | > loss_disc_real_5: 0.26227325201034546 (0.2631899234321382) | > loss_0: 2.33534574508667 (2.2768883638911777) | > loss_gen: 2.5900635719299316 (2.6834784083896213) | > loss_kl: 2.7914087772369385 (3.0981769826677112) | > loss_feat: 8.549725532531738 (7.473584731419881) | > loss_mel: 18.440418243408203 (18.141798867119682) | > loss_duration: 2.2648746967315674 (2.328337404463026) | > loss_1: 34.63648986816406 (33.72537612915039)  --> STEP: 19 | > loss_disc: 2.647322654724121 (2.296384905513964) | > loss_disc_real_0: 0.18370196223258972 (0.1594356274918506) | > loss_disc_real_1: 0.16499346494674683 (0.17648869439175255) | > loss_disc_real_2: 0.2002773880958557 (0.21986949130108482) | > loss_disc_real_3: 0.28130456805229187 (0.262212136858388) | > loss_disc_real_4: 0.2704320549964905 (0.2384997323939675) | > loss_disc_real_5: 0.3308860957622528 (0.26675287987056534) | > loss_0: 2.647322654724121 (2.296384905513964) | > loss_gen: 2.219247579574585 (2.6590452068730404) | > loss_kl: 2.2102229595184326 (3.0514425603966964) | > loss_feat: 5.447551727294922 (7.366951415413304) | > loss_mel: 18.02030372619629 (18.13540438601845) | > loss_duration: 2.3550045490264893 (2.329740938387419) | > loss_1: 30.252330780029297 (33.54258426867033)  --> STEP: 20 | > loss_disc: 2.4323277473449707 (2.3031820476055147) | > loss_disc_real_0: 0.12040184438228607 (0.15748393833637236) | > loss_disc_real_1: 0.19414566457271576 (0.1773715429008007) | > loss_disc_real_2: 0.22203637659549713 (0.21997783556580544) | > loss_disc_real_3: 0.252701997756958 (0.2617366299033165) | > loss_disc_real_4: 0.2541363835334778 (0.239281564950943) | > loss_disc_real_5: 0.27228882908821106 (0.26702967733144767) | > loss_0: 2.4323277473449707 (2.3031820476055147) | > loss_gen: 2.3274130821228027 (2.6424636006355287) | > loss_kl: 2.571418046951294 (3.0274413347244264) | > loss_feat: 6.136143684387207 (7.305411028861999) | > loss_mel: 18.0728702545166 (18.13227767944336) | > loss_duration: 2.297983407974243 (2.32815306186676) | > loss_1: 31.40582847595215 (33.43574647903442)  --> STEP: 21 | > loss_disc: 2.3871970176696777 (2.3071827604657127) | > loss_disc_real_0: 0.12719130516052246 (0.15604143199466525) | > loss_disc_real_1: 0.20748284459114075 (0.17880541440986453) | > loss_disc_real_2: 0.2358764261007309 (0.2207349113055638) | > loss_disc_real_3: 0.241484135389328 (0.2607722254026504) | > loss_disc_real_4: 0.28454869985580444 (0.24143714280355544) | > loss_disc_real_5: 0.21696412563323975 (0.2646456034410568) | > loss_0: 2.3871970176696777 (2.3071827604657127) | > loss_gen: 2.3514420986175537 (2.628605433872768) | > loss_kl: 3.1371264457702637 (3.0326644352504184) | > loss_feat: 5.722271919250488 (7.230023452213833) | > loss_mel: 16.277883529663086 (18.04397319612049) | > loss_duration: 2.1821377277374268 (2.3211999507177445) | > loss_1: 29.670862197875977 (33.256466275169736)  --> STEP: 22 | > loss_disc: 2.1790966987609863 (2.3013606667518616) | > loss_disc_real_0: 0.13904884457588196 (0.15526904165744781) | > loss_disc_real_1: 0.24238614737987518 (0.1816954477266832) | > loss_disc_real_2: 0.18662230670452118 (0.21918433836915277) | > loss_disc_real_3: 0.24894878268241882 (0.2602347961880944) | > loss_disc_real_4: 0.20003417134284973 (0.23955518955534155) | > loss_disc_real_5: 0.23771944642066956 (0.26342168721285736) | > loss_0: 2.1790966987609863 (2.3013606667518616) | > loss_gen: 2.9848432540893555 (2.644798062064431) | > loss_kl: 2.6092238426208496 (3.013417135585438) | > loss_feat: 7.693685054779053 (7.25109897960316) | > loss_mel: 16.401348114013672 (17.96930841966109) | > loss_duration: 2.2070152759552 (2.3160097382285376) | > loss_1: 31.8961181640625 (33.194632270119406)  --> STEP: 23 | > loss_disc: 2.2274999618530273 (2.2981493317562602) | > loss_disc_real_0: 0.10526745766401291 (0.1530950597446898) | > loss_disc_real_1: 0.2752757966518402 (0.18576415854951608) | > loss_disc_real_2: 0.1972225159406662 (0.21822947652443594) | > loss_disc_real_3: 0.24910108745098114 (0.25975072189517645) | > loss_disc_real_4: 0.2642020881175995 (0.2406267938406571) | > loss_disc_real_5: 0.2569197118282318 (0.2631389926309171) | > loss_0: 2.2274999618530273 (2.2981493317562602) | > loss_gen: 3.030040979385376 (2.6615477541218637) | > loss_kl: 2.5358760356903076 (2.9926544790682583) | > loss_feat: 7.189237117767334 (7.248409333436386) | > loss_mel: 16.78516387939453 (17.91782387443211) | > loss_duration: 2.3105030059814453 (2.3157703150873594) | > loss_1: 31.850820541381836 (33.13620567321777)  --> STEP: 24 | > loss_disc: 2.5442028045654297 (2.3084015597899756) | > loss_disc_real_0: 0.20264235138893127 (0.15515953022986653) | > loss_disc_real_1: 0.169267475605011 (0.18507679676016173) | > loss_disc_real_2: 0.2793728709220886 (0.2207771179576715) | > loss_disc_real_3: 0.31344038248062134 (0.26198779108623665) | > loss_disc_real_4: 0.2592528164386749 (0.2414028781155745) | > loss_disc_real_5: 0.26866453886032104 (0.26336922372380894) | > loss_0: 2.5442028045654297 (2.3084015597899756) | > loss_gen: 2.421935558319092 (2.6515639126300816) | > loss_kl: 2.1780552864074707 (2.9587128460407257) | > loss_feat: 4.836213111877441 (7.147901157538096) | > loss_mel: 18.14740753173828 (17.927389860153202) | > loss_duration: 2.449138641357422 (2.3213273286819454) | > loss_1: 30.032751083374023 (33.00689506530762)  --> STEP: 25 | > loss_disc: 2.568347215652466 (2.318799386024475) | > loss_disc_real_0: 0.21150904893875122 (0.15741351097822193) | > loss_disc_real_1: 0.23260150849819183 (0.18697778522968292) | > loss_disc_real_2: 0.238815039396286 (0.22149863481521606) | > loss_disc_real_3: 0.26336538791656494 (0.26204289495944977) | > loss_disc_real_4: 0.25405019521713257 (0.24190877079963685) | > loss_disc_real_5: 0.3113531172275543 (0.26528857946395873) | > loss_0: 2.568347215652466 (2.318799386024475) | > loss_gen: 2.5485665798187256 (2.6474440193176276) | > loss_kl: 2.7491917610168457 (2.9503320026397706) | > loss_feat: 6.408827304840088 (7.118338203430175) | > loss_mel: 15.445432662963867 (17.82811157226563) | > loss_duration: 2.3844659328460693 (2.3238528728485104) | > loss_1: 29.536483764648438 (32.86807861328125)  --> STEP: 26 | > loss_disc: 2.1815738677978516 (2.313521481477297) | > loss_disc_real_0: 0.1844795197248459 (0.15845451131463054) | > loss_disc_real_1: 0.06925495713949203 (0.18244998414929098) | > loss_disc_real_2: 0.1278119534254074 (0.21789530091560805) | > loss_disc_real_3: 0.24413467943668365 (0.2613541174393434) | > loss_disc_real_4: 0.19240567088127136 (0.24000480541816124) | > loss_disc_real_5: 0.25758233666419983 (0.2649921855101219) | > loss_0: 2.1815738677978516 (2.313521481477297) | > loss_gen: 2.396486759185791 (2.6377918170048646) | > loss_kl: 1.963745355606079 (2.912386362369244) | > loss_feat: 13.184433937072754 (7.351649577801044) | > loss_mel: 19.679067611694336 (17.899302189166733) | > loss_duration: 2.3024487495422363 (2.3230296373367305) | > loss_1: 39.52618408203125 (33.12415959284856) --> EVAL PERFORMANCE | > avg_loader_time: 0.002378738843477689 (-4.263107593242962e-05) | > avg_loss_disc: 2.313521481477297 (-0.1646124262076163) | > avg_loss_disc_real_0: 0.15845451131463054 (+0.05069865257694174) | > avg_loss_disc_real_1: 0.18244998414929098 (-0.00040321080730509884) | > avg_loss_disc_real_2: 0.21789530091560805 (-0.014500773010345608) | > avg_loss_disc_real_3: 0.2613541174393434 (+0.03537801595834586) | > avg_loss_disc_real_4: 0.24000480541816124 (+0.0054547374065105625) | > avg_loss_disc_real_5: 0.2649921855101219 (+0.04407890456227159) | > avg_loss_0: 2.313521481477297 (-0.1646124262076163) | > avg_loss_gen: 2.6377918170048646 (+0.4766605404707107) | > avg_loss_kl: 2.912386362369244 (+0.011440070775839306) | > avg_loss_feat: 7.351649577801044 (+0.45268982190352247) | > avg_loss_mel: 17.899302189166733 (+0.3818834378169136) | > avg_loss_duration: 2.3230296373367305 (+0.001713734406691092) | > avg_loss_1: 33.12415959284856 (+1.324387550354004)  > EPOCH: 658/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:15:07)   --> TIME: 2024-06-11 20:15:12 -- STEP: 9/330 -- GLOBAL_STEP: 305150 | > loss_disc: 2.415268659591675 (2.300145599577162) | > loss_disc_real_0: 0.09607721120119095 (0.09549849314822091) | > loss_disc_real_1: 0.1852024793624878 (0.19189672668774924) | > loss_disc_real_2: 0.2999444901943207 (0.21471303204695383) | > loss_disc_real_3: 0.25276538729667664 (0.22614382372962105) | > loss_disc_real_4: 0.25863954424858093 (0.22468959291776022) | > loss_disc_real_5: 0.22469058632850647 (0.22316011620892418) | > loss_0: 2.415268659591675 (2.300145599577162) | > grad_norm_0: tensor(7.6664, device='cuda:0') (tensor(7.6207, device='cuda:0')) | > loss_gen: 2.5425846576690674 (2.531547943751017) | > loss_kl: 1.648871898651123 (1.8310051361719768) | > loss_feat: 6.344254493713379 (7.061005062527126) | > loss_mel: 17.85779571533203 (18.290849897596573) | > loss_duration: 2.0988574028015137 (2.1253488858540854) | > loss_1: 30.49236488342285 (31.83975664774577) | > grad_norm_1: tensor(109.3128, device='cuda:0') (tensor(103.6221, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3555 (0.36822125646803117) | > loader_time: 0.0036 (0.003271553251478407)  --> TIME: 2024-06-11 20:15:21 -- STEP: 34/330 -- GLOBAL_STEP: 305175 | > loss_disc: 2.3368306159973145 (2.3301265099469353) | > loss_disc_real_0: 0.09530960023403168 (0.10548820894430666) | > loss_disc_real_1: 0.1757170855998993 (0.19693135689286626) | > loss_disc_real_2: 0.1906210482120514 (0.20980210383148754) | > loss_disc_real_3: 0.2134961038827896 (0.22501570556093664) | > loss_disc_real_4: 0.22736689448356628 (0.2299237790353158) | > loss_disc_real_5: 0.21572549641132355 (0.22023477887406068) | > loss_0: 2.3368306159973145 (2.3301265099469353) | > grad_norm_0: tensor(13.0054, device='cuda:0') (tensor(10.9693, device='cuda:0')) | > loss_gen: 2.4783339500427246 (2.5081067646251007) | > loss_kl: 1.995591163635254 (1.8939133672153248) | > loss_feat: 7.661438465118408 (7.00733702323016) | > loss_mel: 17.34036636352539 (17.793271513546216) | > loss_duration: 2.0326318740844727 (2.03054691062254) | > loss_1: 31.50836181640625 (31.23317544600543) | > grad_norm_1: tensor(160.9970, device='cuda:0') (tensor(113.0386, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3765 (0.3707329806159524) | > loader_time: 0.0034 (0.003469993086422191)  --> TIME: 2024-06-11 20:15:31 -- STEP: 59/330 -- GLOBAL_STEP: 305200 | > loss_disc: 2.480041980743408 (2.3433837446115784) | > loss_disc_real_0: 0.12435732036828995 (0.10967963378308183) | > loss_disc_real_1: 0.19826051592826843 (0.1967909793227406) | > loss_disc_real_2: 0.22846290469169617 (0.21046199662200474) | > loss_disc_real_3: 0.23095235228538513 (0.22657127956212578) | > loss_disc_real_4: 0.22649304568767548 (0.23019968124769502) | > loss_disc_real_5: 0.22517408430576324 (0.2210471225997149) | > loss_0: 2.480041980743408 (2.3433837446115784) | > grad_norm_0: tensor(16.9973, device='cuda:0') (tensor(9.9706, device='cuda:0')) | > loss_gen: 2.362605094909668 (2.499565294233419) | > loss_kl: 2.077366352081299 (1.9035888485989327) | > loss_feat: 6.7072553634643555 (7.059512356580314) | > loss_mel: 16.88109588623047 (17.69908112994695) | > loss_duration: 1.9617806673049927 (2.007557382017878) | > loss_1: 29.99010467529297 (31.16930502552097) | > grad_norm_1: tensor(304.9391, device='cuda:0') (tensor(101.0972, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3566 (0.3737270468372409) | > loader_time: 0.0034 (0.0036112090288582493)  --> TIME: 2024-06-11 20:15:40 -- STEP: 84/330 -- GLOBAL_STEP: 305225 | > loss_disc: 2.362936496734619 (2.3451362223852246) | > loss_disc_real_0: 0.10057079792022705 (0.11072644369588011) | > loss_disc_real_1: 0.196246936917305 (0.19787702496562684) | > loss_disc_real_2: 0.1863882839679718 (0.21190194395326428) | > loss_disc_real_3: 0.20060087740421295 (0.225970879729305) | > loss_disc_real_4: 0.20845402777194977 (0.2297384696347373) | > loss_disc_real_5: 0.1990726739168167 (0.22168477127949396) | > loss_0: 2.362936496734619 (2.3451362223852246) | > grad_norm_0: tensor(17.7843, device='cuda:0') (tensor(10.7234, device='cuda:0')) | > loss_gen: 2.337339162826538 (2.495224311238244) | > loss_kl: 2.0883219242095947 (1.9245713778904505) | > loss_feat: 7.026318550109863 (7.066369942256382) | > loss_mel: 17.828310012817383 (17.62767843973069) | > loss_duration: 2.0632519721984863 (1.999389035361153) | > loss_1: 31.343542098999023 (31.11323308944702) | > grad_norm_1: tensor(210.6505, device='cuda:0') (tensor(122.0950, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3612 (0.3747488231886) | > loader_time: 0.0045 (0.0037052290780203684)  --> TIME: 2024-06-11 20:15:50 -- STEP: 109/330 -- GLOBAL_STEP: 305250 | > loss_disc: 2.3435251712799072 (2.358559577836902) | > loss_disc_real_0: 0.15846982598304749 (0.11280847204114319) | > loss_disc_real_1: 0.23377446830272675 (0.19850967496360114) | > loss_disc_real_2: 0.19275744259357452 (0.21297873378893648) | > loss_disc_real_3: 0.22209087014198303 (0.22775956892639126) | > loss_disc_real_4: 0.19985923171043396 (0.23179546039585674) | > loss_disc_real_5: 0.19216065108776093 (0.22268175217536612) | > loss_0: 2.3435251712799072 (2.358559577836902) | > grad_norm_0: tensor(14.6957, device='cuda:0') (tensor(10.4962, device='cuda:0')) | > loss_gen: 2.476898670196533 (2.488120763673695) | > loss_kl: 1.8587459325790405 (1.9400140047073364) | > loss_feat: 7.238302230834961 (7.033487179957398) | > loss_mel: 17.928539276123047 (17.593777367828086) | > loss_duration: 1.9717824459075928 (2.0005279855990623) | > loss_1: 31.474267959594727 (31.055927276611328) | > grad_norm_1: tensor(88.4579, device='cuda:0') (tensor(122.9160, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3616 (0.37376204543157443) | > loader_time: 0.0044 (0.003728912511003127)  --> TIME: 2024-06-11 20:15:59 -- STEP: 134/330 -- GLOBAL_STEP: 305275 | > loss_disc: 2.3422470092773438 (2.3628851388817393) | > loss_disc_real_0: 0.12756657600402832 (0.1137711894489936) | > loss_disc_real_1: 0.16692981123924255 (0.19857190371449315) | > loss_disc_real_2: 0.19744999706745148 (0.21303413552579592) | > loss_disc_real_3: 0.1998891830444336 (0.2285402403838599) | > loss_disc_real_4: 0.21817629039287567 (0.2313146157496011) | > loss_disc_real_5: 0.20078614354133606 (0.22259652692435392) | > loss_0: 2.3422470092773438 (2.3628851388817393) | > grad_norm_0: tensor(11.0800, device='cuda:0') (tensor(10.4357, device='cuda:0')) | > loss_gen: 2.53555965423584 (2.48459077059333) | > loss_kl: 2.1276791095733643 (1.9523832620079837) | > loss_feat: 7.4760212898254395 (7.012084064198963) | > loss_mel: 17.861202239990234 (17.5828445776185) | > loss_duration: 2.0159313678741455 (2.0045102105211865) | > loss_1: 32.01639175415039 (31.036412865368288) | > grad_norm_1: tensor(127.1790, device='cuda:0') (tensor(121.0312, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3746 (0.3734371946818792) | > loader_time: 0.0042 (0.0037738725320616766)  --> TIME: 2024-06-11 20:16:09 -- STEP: 159/330 -- GLOBAL_STEP: 305300 | > loss_disc: 2.326312780380249 (2.3628892148815597) | > loss_disc_real_0: 0.11642751842737198 (0.1150013137163606) | > loss_disc_real_1: 0.21451418101787567 (0.1992832189835842) | > loss_disc_real_2: 0.2047184854745865 (0.21229035486965056) | > loss_disc_real_3: 0.20077520608901978 (0.22857275080380948) | > loss_disc_real_4: 0.23203547298908234 (0.2322312112686769) | > loss_disc_real_5: 0.21379372477531433 (0.2225044089480766) | > loss_0: 2.326312780380249 (2.3628892148815597) | > grad_norm_0: tensor(36.8503, device='cuda:0') (tensor(11.1447, device='cuda:0')) | > loss_gen: 2.5185205936431885 (2.4820163070030934) | > loss_kl: 2.1824889183044434 (1.964008538228161) | > loss_feat: 6.734345436096191 (6.983818546031256) | > loss_mel: 17.353055953979492 (17.576032794496555) | > loss_duration: 2.005425453186035 (2.0077665227014325) | > loss_1: 30.793834686279297 (31.01364265297944) | > grad_norm_1: tensor(384.0606, device='cuda:0') (tensor(133.0595, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3803 (0.37578589211469915) | > loader_time: 0.0042 (0.0038220717472100406)  --> TIME: 2024-06-11 20:16:19 -- STEP: 184/330 -- GLOBAL_STEP: 305325 | > loss_disc: 2.381870985031128 (2.364467048126717) | > loss_disc_real_0: 0.10391029715538025 (0.11584971233716478) | > loss_disc_real_1: 0.2381492704153061 (0.1989684871033482) | > loss_disc_real_2: 0.207743301987648 (0.212643110881681) | > loss_disc_real_3: 0.24549132585525513 (0.2283649900523217) | > loss_disc_real_4: 0.24790999293327332 (0.23206767358857652) | > loss_disc_real_5: 0.247989684343338 (0.2224929465547852) | > loss_0: 2.381870985031128 (2.364467048126717) | > grad_norm_0: tensor(8.5376, device='cuda:0') (tensor(13.4649, device='cuda:0')) | > loss_gen: 2.5955662727355957 (2.484152506227078) | > loss_kl: 1.931788682937622 (1.969660403287929) | > loss_feat: 7.010738849639893 (6.988752961158752) | > loss_mel: 16.8836612701416 (17.54546644376673) | > loss_duration: 2.041273593902588 (2.014230321282928) | > loss_1: 30.463027954101562 (31.002262571583625) | > grad_norm_1: tensor(251.0235, device='cuda:0') (tensor(159.8852, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.3875 (0.3780243850272633) | > loader_time: 0.0043 (0.003921206878579181)  --> TIME: 2024-06-11 20:16:30 -- STEP: 209/330 -- GLOBAL_STEP: 305350 | > loss_disc: 2.5126235485076904 (2.36492346804678) | > loss_disc_real_0: 0.13481807708740234 (0.11633502306978098) | > loss_disc_real_1: 0.18697844445705414 (0.19908301796068986) | > loss_disc_real_2: 0.20822693407535553 (0.2120987507002205) | > loss_disc_real_3: 0.2391621321439743 (0.2285095128859059) | > loss_disc_real_4: 0.2972240447998047 (0.2319139163745077) | > loss_disc_real_5: 0.2789343595504761 (0.2228707783815393) | > loss_0: 2.5126235485076904 (2.36492346804678) | > grad_norm_0: tensor(58.5212, device='cuda:0') (tensor(15.3268, device='cuda:0')) | > loss_gen: 2.428496837615967 (2.4890934268823663) | > loss_kl: 2.0658469200134277 (1.9778659925506445) | > loss_feat: 6.478409767150879 (6.995117796665173) | > loss_mel: 17.19529151916504 (17.49780601976022) | > loss_duration: 2.103804349899292 (2.021932558579881) | > loss_1: 30.271848678588867 (30.981815767060056) | > grad_norm_1: tensor(130.7542, device='cuda:0') (tensor(182.8727, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.397 (0.381325204977008) | > loader_time: 0.0048 (0.004040468252446661)  --> TIME: 2024-06-11 20:16:40 -- STEP: 234/330 -- GLOBAL_STEP: 305375 | > loss_disc: 2.645343065261841 (2.365374125986017) | > loss_disc_real_0: 0.21969804167747498 (0.11765781592609537) | > loss_disc_real_1: 0.21228598058223724 (0.19934697162646514) | > loss_disc_real_2: 0.2051113396883011 (0.2121139294826067) | > loss_disc_real_3: 0.208501398563385 (0.22846731804629677) | > loss_disc_real_4: 0.22725394368171692 (0.23217241561565644) | > loss_disc_real_5: 0.22382871806621552 (0.22249236518246496) | > loss_0: 2.645343065261841 (2.365374125986017) | > grad_norm_0: tensor(73.0535, device='cuda:0') (tensor(18.8956, device='cuda:0')) | > loss_gen: 2.2268593311309814 (2.495766887297998) | > loss_kl: 1.8991817235946655 (1.9820127420955234) | > loss_feat: 5.776619911193848 (6.989966985506889) | > loss_mel: 16.387479782104492 (17.45121965652858) | > loss_duration: 2.0929582118988037 (2.0303854636656946) | > loss_1: 28.383100509643555 (30.949351750887356) | > grad_norm_1: tensor(82.5729, device='cuda:0') (tensor(213.1163, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.4295 (0.3846835387058746) | > loader_time: 0.0054 (0.004168705043629704)  --> TIME: 2024-06-11 20:16:51 -- STEP: 259/330 -- GLOBAL_STEP: 305400 | > loss_disc: 2.2889533042907715 (2.3657656544423924) | > loss_disc_real_0: 0.06154952198266983 (0.11777661939270248) | > loss_disc_real_1: 0.19746190309524536 (0.1989217204361809) | > loss_disc_real_2: 0.18843773007392883 (0.21267176940174173) | > loss_disc_real_3: 0.20797668397426605 (0.22865324171123358) | > loss_disc_real_4: 0.20827622711658478 (0.23203364031885582) | > loss_disc_real_5: 0.2368289679288864 (0.2224494245867011) | > loss_0: 2.2889533042907715 (2.3657656544423924) | > grad_norm_0: tensor(37.6742, device='cuda:0') (tensor(21.0161, device='cuda:0')) | > loss_gen: 2.7143807411193848 (2.498651984115366) | > loss_kl: 2.0241096019744873 (1.9865831997403767) | > loss_feat: 7.43847131729126 (7.002296537966342) | > loss_mel: 17.86205291748047 (17.40271032546939) | > loss_duration: 2.144326686859131 (2.0381581138920146) | > loss_1: 32.18334197998047 (30.9284001722299) | > grad_norm_1: tensor(662.6856, device='cuda:0') (tensor(237.6004, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.4418 (0.389313304746473) | > loader_time: 0.006 (0.004310997296484281)  --> TIME: 2024-06-11 20:17:03 -- STEP: 284/330 -- GLOBAL_STEP: 305425 | > loss_disc: 2.4012627601623535 (2.3649803551150037) | > loss_disc_real_0: 0.13841834664344788 (0.11841717084318819) | > loss_disc_real_1: 0.19970089197158813 (0.19922356291765894) | > loss_disc_real_2: 0.19377392530441284 (0.2126331203945086) | > loss_disc_real_3: 0.23586022853851318 (0.22875705382353817) | > loss_disc_real_4: 0.2531460225582123 (0.2316993928816117) | > loss_disc_real_5: 0.25044408440589905 (0.2222540150855629) | > loss_0: 2.4012627601623535 (2.3649803551150037) | > grad_norm_0: tensor(42.0543, device='cuda:0') (tensor(21.9566, device='cuda:0')) | > loss_gen: 2.505465507507324 (2.4989724553806685) | > loss_kl: 2.069368600845337 (1.9908502504859171) | > loss_feat: 6.352933406829834 (7.002441276966686) | > loss_mel: 15.93928050994873 (17.354129381582776) | > loss_duration: 2.159379005432129 (2.0478868274621576) | > loss_1: 29.02642822265625 (30.894280178446166) | > grad_norm_1: tensor(339.1186, device='cuda:0') (tensor(253.0913, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.4433 (0.394503787369795) | > loader_time: 0.0069 (0.00447429401773802)  --> TIME: 2024-06-11 20:17:15 -- STEP: 309/330 -- GLOBAL_STEP: 305450 | > loss_disc: 2.443039894104004 (2.3693963277687153) | > loss_disc_real_0: 0.11934468150138855 (0.11930502992135421) | > loss_disc_real_1: 0.2325553297996521 (0.19970340361294237) | > loss_disc_real_2: 0.2278236597776413 (0.2127220360110107) | > loss_disc_real_3: 0.22340673208236694 (0.22916584840484416) | > loss_disc_real_4: 0.24123935401439667 (0.23143993853365333) | > loss_disc_real_5: 0.22835612297058105 (0.2222327002622549) | > loss_0: 2.443039894104004 (2.3693963277687153) | > grad_norm_0: tensor(13.2842, device='cuda:0') (tensor(22.9517, device='cuda:0')) | > loss_gen: 2.5002169609069824 (2.4936865926946252) | > loss_kl: 1.9315223693847656 (1.9959875194771777) | > loss_feat: 6.0226664543151855 (7.0110637053702645) | > loss_mel: 16.236183166503906 (17.307591129660995) | > loss_duration: 2.2418670654296875 (2.0598760160427676) | > loss_1: 28.932456970214844 (30.868204968646893) | > grad_norm_1: tensor(337.1136, device='cuda:0') (tensor(264.4175, device='cuda:0')) | > current_lr_0: 0.00018420738687634846 | > current_lr_1: 0.00018420738687634846 | > step_time: 0.4917 (0.40173810353942646) | > loader_time: 0.0073 (0.004663654901448963)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7964890003204346 (2.7964890003204346) | > loss_disc_real_0: 0.40772682428359985 (0.40772682428359985) | > loss_disc_real_1: 0.1937376707792282 (0.1937376707792282) | > loss_disc_real_2: 0.3129425644874573 (0.3129425644874573) | > loss_disc_real_3: 0.2998180091381073 (0.2998180091381073) | > loss_disc_real_4: 0.26468750834465027 (0.26468750834465027) | > loss_disc_real_5: 0.2563823461532593 (0.2563823461532593) | > loss_0: 2.7964890003204346 (2.7964890003204346) | > loss_gen: 2.4126625061035156 (2.4126625061035156) | > loss_kl: 2.2578625679016113 (2.2578625679016113) | > loss_feat: 5.581774711608887 (5.581774711608887) | > loss_mel: 14.299246788024902 (14.299246788024902) | > loss_duration: 3.1268744468688965 (3.1268744468688965) | > loss_1: 27.678421020507812 (27.678421020507812)  --> STEP: 1 | > loss_disc: 2.0306992530822754 (2.0306992530822754) | > loss_disc_real_0: 0.1579204946756363 (0.1579204946756363) | > loss_disc_real_1: 0.19652384519577026 (0.19652384519577026) | > loss_disc_real_2: 0.14826177060604095 (0.14826177060604095) | > loss_disc_real_3: 0.1975240558385849 (0.1975240558385849) | > loss_disc_real_4: 0.15977232158184052 (0.15977232158184052) | > loss_disc_real_5: 0.1752341240644455 (0.1752341240644455) | > loss_0: 2.0306992530822754 (2.0306992530822754) | > loss_gen: 2.7515532970428467 (2.7515532970428467) | > loss_kl: 3.2208402156829834 (3.2208402156829834) | > loss_feat: 7.223751068115234 (7.223751068115234) | > loss_mel: 18.610231399536133 (18.610231399536133) | > loss_duration: 2.4418132305145264 (2.4418132305145264) | > loss_1: 34.24818801879883 (34.24818801879883)  --> STEP: 2 | > loss_disc: 2.3147988319396973 (2.1727490425109863) | > loss_disc_real_0: 0.12749162316322327 (0.14270605891942978) | > loss_disc_real_1: 0.16785460710525513 (0.1821892261505127) | > loss_disc_real_2: 0.23514750599861145 (0.1917046383023262) | > loss_disc_real_3: 0.24945229291915894 (0.22348817437887192) | > loss_disc_real_4: 0.21992358565330505 (0.18984795361757278) | > loss_disc_real_5: 0.22727032005786896 (0.20125222206115723) | > loss_0: 2.3147988319396973 (2.1727490425109863) | > loss_gen: 2.4765102863311768 (2.6140317916870117) | > loss_kl: 2.3054051399230957 (2.7631226778030396) | > loss_feat: 7.0016984939575195 (7.112724781036377) | > loss_mel: 18.916597366333008 (18.76341438293457) | > loss_duration: 2.4167518615722656 (2.429282546043396) | > loss_1: 33.116966247558594 (33.68257713317871)  --> STEP: 3 | > loss_disc: 2.2336299419403076 (2.1930426756540933) | > loss_disc_real_0: 0.0714695155620575 (0.11896054446697235) | > loss_disc_real_1: 0.11966358870267868 (0.16134734700123468) | > loss_disc_real_2: 0.237835094332695 (0.2070814569791158) | > loss_disc_real_3: 0.2551402151584625 (0.23403885463873544) | > loss_disc_real_4: 0.22672531008720398 (0.20214040577411652) | > loss_disc_real_5: 0.21443095803260803 (0.20564513405164084) | > loss_0: 2.2336299419403076 (2.1930426756540933) | > loss_gen: 2.4058635234832764 (2.544642368952433) | > loss_kl: 3.220376968383789 (2.9155407746632895) | > loss_feat: 6.744988918304443 (6.990146160125732) | > loss_mel: 16.860736846923828 (18.129188537597656) | > loss_duration: 2.34293532371521 (2.4005001386006675) | > loss_1: 31.574901580810547 (32.980018615722656)  --> STEP: 4 | > loss_disc: 2.2681684494018555 (2.211824119091034) | > loss_disc_real_0: 0.12899114191532135 (0.1214681938290596) | > loss_disc_real_1: 0.16297949850559235 (0.1617553848773241) | > loss_disc_real_2: 0.22673867642879486 (0.21199576184153557) | > loss_disc_real_3: 0.21428990364074707 (0.22910161688923836) | > loss_disc_real_4: 0.16686397790908813 (0.19332129880785942) | > loss_disc_real_5: 0.11695384979248047 (0.18347231298685074) | > loss_0: 2.2681684494018555 (2.211824119091034) | > loss_gen: 2.2508833408355713 (2.4712026119232178) | > loss_kl: 3.996504783630371 (3.18578177690506) | > loss_feat: 7.05678129196167 (7.006804943084717) | > loss_mel: 16.923107147216797 (17.82766819000244) | > loss_duration: 2.429759979248047 (2.407815098762512) | > loss_1: 32.65703582763672 (32.89927291870117)  --> STEP: 5 | > loss_disc: 2.566610336303711 (2.2827813625335693) | > loss_disc_real_0: 0.20996607840061188 (0.13916777074337006) | > loss_disc_real_1: 0.1633819341659546 (0.1620806947350502) | > loss_disc_real_2: 0.27514025568962097 (0.22462466061115266) | > loss_disc_real_3: 0.31968286633491516 (0.2472178667783737) | > loss_disc_real_4: 0.2674424648284912 (0.20814553201198577) | > loss_disc_real_5: 0.24972319602966309 (0.19672248959541322) | > loss_0: 2.566610336303711 (2.2827813625335693) | > loss_gen: 2.416482925415039 (2.460258674621582) | > loss_kl: 3.0693600177764893 (3.1624974250793456) | > loss_feat: 5.028807163238525 (6.611205387115478) | > loss_mel: 17.879655838012695 (17.838065719604494) | > loss_duration: 2.419527530670166 (2.410157585144043) | > loss_1: 30.813833236694336 (32.482184982299806)  --> STEP: 6 | > loss_disc: 2.544750690460205 (2.3264429171880088) | > loss_disc_real_0: 0.16820400953292847 (0.14400714387496313) | > loss_disc_real_1: 0.14001023769378662 (0.15840228522817293) | > loss_disc_real_2: 0.21846048533916473 (0.22359729806582132) | > loss_disc_real_3: 0.27975738048553467 (0.25264111906290054) | > loss_disc_real_4: 0.23351448774337769 (0.2123736913005511) | > loss_disc_real_5: 0.2469504177570343 (0.20509381095568338) | > loss_0: 2.544750690460205 (2.3264429171880088) | > loss_gen: 2.347425937652588 (2.441453218460083) | > loss_kl: 2.804680109024048 (3.102861205736796) | > loss_feat: 5.635873794555664 (6.448650121688843) | > loss_mel: 18.475452423095703 (17.944296836853027) | > loss_duration: 2.211338520050049 (2.377021074295044) | > loss_1: 31.474769592285156 (32.31428241729736)  --> STEP: 7 | > loss_disc: 2.3043758869171143 (2.3232904842921664) | > loss_disc_real_0: 0.0849115327000618 (0.13556491370712007) | > loss_disc_real_1: 0.18615281581878662 (0.16236664674111775) | > loss_disc_real_2: 0.2931855618953705 (0.23353847861289978) | > loss_disc_real_3: 0.27881237864494324 (0.2563798704317638) | > loss_disc_real_4: 0.21755199134349823 (0.21311344844954355) | > loss_disc_real_5: 0.20584827661514282 (0.2052015917641776) | > loss_0: 2.3043758869171143 (2.3232904842921664) | > loss_gen: 2.4295623302459717 (2.4397545201437816) | > loss_kl: 3.689699172973633 (3.1866952010563443) | > loss_feat: 6.250359058380127 (6.420322826930454) | > loss_mel: 18.373409271240234 (18.005598613194056) | > loss_duration: 2.539138078689575 (2.4001806463514055) | > loss_1: 33.28216552734375 (32.45255143301828)  --> STEP: 8 | > loss_disc: 2.424924373626709 (2.3359947204589844) | > loss_disc_real_0: 0.20448586344718933 (0.14418003242462873) | > loss_disc_real_1: 0.18036045134067535 (0.16461587231606245) | > loss_disc_real_2: 0.2346877008676529 (0.23368213139474392) | > loss_disc_real_3: 0.2527954876422882 (0.25593182258307934) | > loss_disc_real_4: 0.21297191083431244 (0.21309575624763966) | > loss_disc_real_5: 0.21325550973415375 (0.20620833151042461) | > loss_0: 2.424924373626709 (2.3359947204589844) | > loss_gen: 2.4241883754730225 (2.4378087520599365) | > loss_kl: 3.130542755126953 (3.1796761453151703) | > loss_feat: 8.32860279083252 (6.658857822418213) | > loss_mel: 17.425134658813477 (17.933040618896484) | > loss_duration: 2.2627716064453125 (2.383004516363144) | > loss_1: 33.57124328613281 (32.59238791465759)  --> STEP: 9 | > loss_disc: 2.300372362136841 (2.332036680645413) | > loss_disc_real_0: 0.17202302813529968 (0.1472736986147033) | > loss_disc_real_1: 0.15569190680980682 (0.16362432059314516) | > loss_disc_real_2: 0.24724741280078888 (0.23518938488430446) | > loss_disc_real_3: 0.26369616389274597 (0.2567945271730423) | > loss_disc_real_4: 0.2021665722131729 (0.21188140246603224) | > loss_disc_real_5: 0.2023387849330902 (0.20577838189072079) | > loss_0: 2.300372362136841 (2.332036680645413) | > loss_gen: 2.3923020362854004 (2.4327524503072104) | > loss_kl: 2.594116687774658 (3.1146139833662243) | > loss_feat: 7.676872730255127 (6.7719705899556475) | > loss_mel: 17.387279510498047 (17.872400495741104) | > loss_duration: 2.237884044647217 (2.366880019505819) | > loss_1: 32.2884521484375 (32.55861727396647)  --> STEP: 10 | > loss_disc: 2.4440109729766846 (2.34323410987854) | > loss_disc_real_0: 0.10952815413475037 (0.143499144166708) | > loss_disc_real_1: 0.16404025256633759 (0.1636659137904644) | > loss_disc_real_2: 0.2423267811536789 (0.2359031245112419) | > loss_disc_real_3: 0.2662924826145172 (0.2577443227171898) | > loss_disc_real_4: 0.2444721907377243 (0.21514048129320146) | > loss_disc_real_5: 0.24649886786937714 (0.20985043048858643) | > loss_0: 2.4440109729766846 (2.34323410987854) | > loss_gen: 2.3062829971313477 (2.420105504989624) | > loss_kl: 2.9679007530212402 (3.099942660331726) | > loss_feat: 5.940296173095703 (6.6888031482696535) | > loss_mel: 16.070817947387695 (17.692242240905763) | > loss_duration: 2.287290096282959 (2.358921027183533) | > loss_1: 29.572587966918945 (32.260014343261716)  --> STEP: 11 | > loss_disc: 2.3749680519104004 (2.346119013699618) | > loss_disc_real_0: 0.09431637078523636 (0.13902798295021057) | > loss_disc_real_1: 0.17546015977859497 (0.16473811797120355) | > loss_disc_real_2: 0.2207048535346985 (0.23452146351337433) | > loss_disc_real_3: 0.20486335456371307 (0.25293696197596466) | > loss_disc_real_4: 0.2693406641483307 (0.22006777064366775) | > loss_disc_real_5: 0.2118183970451355 (0.2100293365391818) | > loss_0: 2.3749680519104004 (2.346119013699618) | > loss_gen: 2.355905532836914 (2.414269143884832) | > loss_kl: 3.4966254234313965 (3.1360047297044233) | > loss_feat: 8.109580039978027 (6.817964683879506) | > loss_mel: 17.360410690307617 (17.66207573630593) | > loss_duration: 2.5000569820404053 (2.3717515685341577) | > loss_1: 33.82257843017578 (32.40206562389027)  --> STEP: 12 | > loss_disc: 2.3846659660339355 (2.349331259727478) | > loss_disc_real_0: 0.07449594140052795 (0.13365031282107034) | > loss_disc_real_1: 0.1490914225578308 (0.1634342266867558) | > loss_disc_real_2: 0.3036733865737915 (0.2402841237684091) | > loss_disc_real_3: 0.23796066641807556 (0.25168893734614056) | > loss_disc_real_4: 0.23352113366127014 (0.22118888422846794) | > loss_disc_real_5: 0.23618149757385254 (0.21220868329207102) | > loss_0: 2.3846659660339355 (2.349331259727478) | > loss_gen: 2.4033851623535156 (2.413362145423889) | > loss_kl: 2.6775121688842773 (3.0977970163027444) | > loss_feat: 6.606036186218262 (6.800303975741069) | > loss_mel: 17.42776870727539 (17.642550150553387) | > loss_duration: 2.261720657348633 (2.362582325935364) | > loss_1: 31.376422882080078 (32.31659539540609)  --> STEP: 13 | > loss_disc: 2.49269962310791 (2.3603595953721266) | > loss_disc_real_0: 0.1811586320400238 (0.137304798914836) | > loss_disc_real_1: 0.25507113337516785 (0.17048321950894135) | > loss_disc_real_2: 0.2327241599559784 (0.2397025880905298) | > loss_disc_real_3: 0.32811903953552246 (0.257568175976093) | > loss_disc_real_4: 0.22524204850196838 (0.22150066609566027) | > loss_disc_real_5: 0.2440527081489563 (0.21465822366567758) | > loss_0: 2.49269962310791 (2.3603595953721266) | > loss_gen: 2.4627697467803955 (2.4171627301436205) | > loss_kl: 3.7038662433624268 (3.144417726076566) | > loss_feat: 5.316887855529785 (6.686195043417124) | > loss_mel: 15.21195125579834 (17.455581004802998) | > loss_duration: 2.301097869873047 (2.3578527523921093) | > loss_1: 28.996572494506836 (32.061209018413834)  --> STEP: 14 | > loss_disc: 2.330716609954834 (2.3582422392708913) | > loss_disc_real_0: 0.12244118005037308 (0.13624311185308863) | > loss_disc_real_1: 0.11832882463932037 (0.1667579055896827) | > loss_disc_real_2: 0.1954156905412674 (0.23653923826558249) | > loss_disc_real_3: 0.24443967640399933 (0.25663042600665775) | > loss_disc_real_4: 0.22018513083457947 (0.22140669929129736) | > loss_disc_real_5: 0.17717377841472626 (0.21198076329060964) | > loss_0: 2.330716609954834 (2.3582422392708913) | > loss_gen: 2.1224637031555176 (2.39611279964447) | > loss_kl: 3.7012908458709717 (3.1841943774904524) | > loss_feat: 7.454959392547607 (6.741106782640729) | > loss_mel: 19.373857498168945 (17.592600754329137) | > loss_duration: 2.381997585296631 (2.3595773833138614) | > loss_1: 35.034568786621094 (32.273591859000064)  --> STEP: 15 | > loss_disc: 2.5129404067993164 (2.368555450439453) | > loss_disc_real_0: 0.1539296805858612 (0.13742221643527347) | > loss_disc_real_1: 0.1947638988494873 (0.16862497180700303) | > loss_disc_real_2: 0.2469586730003357 (0.23723386724789938) | > loss_disc_real_3: 0.274564266204834 (0.2578260153532028) | > loss_disc_real_4: 0.19848942756652832 (0.21987888117631277) | > loss_disc_real_5: 0.2539694905281067 (0.21478001177310943) | > loss_0: 2.5129404067993164 (2.368555450439453) | > loss_gen: 2.2490172386169434 (2.3863064289093017) | > loss_kl: 3.3913309574127197 (3.1980034828186037) | > loss_feat: 5.893587589263916 (6.684605503082276) | > loss_mel: 17.527755737304688 (17.588277753194173) | > loss_duration: 2.3899426460266113 (2.3616017341613778) | > loss_1: 31.451635360717773 (32.21879475911457)  --> STEP: 16 | > loss_disc: 2.625105619430542 (2.384589836001396) | > loss_disc_real_0: 0.1488969624042511 (0.13813938805833456) | > loss_disc_real_1: 0.31847718358039856 (0.17799073504284024) | > loss_disc_real_2: 0.3679552674293518 (0.24540395475924015) | > loss_disc_real_3: 0.22653648257255554 (0.25587041955441236) | > loss_disc_real_4: 0.2113068848848343 (0.21934313140809536) | > loss_disc_real_5: 0.20969201624393463 (0.214462012052536) | > loss_0: 2.625105619430542 (2.384589836001396) | > loss_gen: 2.439225196838379 (2.389613851904869) | > loss_kl: 2.701965808868408 (3.1670011281967163) | > loss_feat: 6.624578475952148 (6.6808538138866425) | > loss_mel: 15.708636283874512 (17.470800161361694) | > loss_duration: 2.3981285095214844 (2.3638846576213846) | > loss_1: 29.87253189086914 (32.07215332984923)  --> STEP: 17 | > loss_disc: 2.398634672164917 (2.3854160028345444) | > loss_disc_real_0: 0.16221481561660767 (0.13955558967940945) | > loss_disc_real_1: 0.19758610427379608 (0.17914340382113175) | > loss_disc_real_2: 0.26523157954216003 (0.24657028562882366) | > loss_disc_real_3: 0.2574074864387512 (0.2559608352534911) | > loss_disc_real_4: 0.2357713282108307 (0.22030949592590332) | > loss_disc_real_5: 0.21053531765937805 (0.21423103002940908) | > loss_0: 2.398634672164917 (2.3854160028345444) | > loss_gen: 2.381270408630371 (2.389123061124016) | > loss_kl: 2.4012484550476074 (3.1219568533055924) | > loss_feat: 6.063218593597412 (6.644522330340217) | > loss_mel: 17.004833221435547 (17.44339034136604) | > loss_duration: 2.478825569152832 (2.37064588771147) | > loss_1: 30.329395294189453 (31.969638151281007)  --> STEP: 18 | > loss_disc: 2.5986204147338867 (2.397260692384508) | > loss_disc_real_0: 0.12175337970256805 (0.13856657801402938) | > loss_disc_real_1: 0.14703382551670074 (0.17735953835977447) | > loss_disc_real_2: 0.2968345582485199 (0.2493627452188068) | > loss_disc_real_3: 0.2695368826389313 (0.2567150601082378) | > loss_disc_real_4: 0.17051824927330017 (0.21754331555631426) | > loss_disc_real_5: 0.19564911723136902 (0.21319870154062906) | > loss_0: 2.5986204147338867 (2.397260692384508) | > loss_gen: 2.089982509613037 (2.3725041415956287) | > loss_kl: 2.234898805618286 (3.0726758506562977) | > loss_feat: 6.488529682159424 (6.635856072107951) | > loss_mel: 16.244625091552734 (17.376792271931965) | > loss_duration: 2.235231637954712 (2.3631228738360943) | > loss_1: 29.29326820373535 (31.820950931972916)  --> STEP: 19 | > loss_disc: 2.602308750152588 (2.4080526954249333) | > loss_disc_real_0: 0.17135107517242432 (0.14029207786447123) | > loss_disc_real_1: 0.21297511458396912 (0.1792340423715742) | > loss_disc_real_2: 0.27851203083992004 (0.2508969181462338) | > loss_disc_real_3: 0.20402193069458008 (0.25394173750751897) | > loss_disc_real_4: 0.19532348215579987 (0.21637385064049772) | > loss_disc_real_5: 0.16654358804225922 (0.21074316925124117) | > loss_0: 2.602308750152588 (2.4080526954249333) | > loss_gen: 2.0913822650909424 (2.3577082533585396) | > loss_kl: 2.378645658493042 (3.0361479458055998) | > loss_feat: 9.052057266235352 (6.763024556009393) | > loss_mel: 18.244915008544922 (17.422482942280016) | > loss_duration: 2.3416996002197266 (2.3619953331194434) | > loss_1: 34.108699798583984 (31.941358767057707)  --> STEP: 20 | > loss_disc: 2.3557026386260986 (2.4054351925849913) | > loss_disc_real_0: 0.15250957012176514 (0.14090295247733592) | > loss_disc_real_1: 0.16244705021381378 (0.1783946927636862) | > loss_disc_real_2: 0.2575076222419739 (0.2512274533510208) | > loss_disc_real_3: 0.2529374659061432 (0.2538915239274502) | > loss_disc_real_4: 0.22788000106811523 (0.2169491581618786) | > loss_disc_real_5: 0.266607403755188 (0.2135363809764385) | > loss_0: 2.3557026386260986 (2.4054351925849913) | > loss_gen: 2.4894466400146484 (2.364295172691345) | > loss_kl: 2.1180331707000732 (2.9902422070503234) | > loss_feat: 7.737773895263672 (6.811762022972107) | > loss_mel: 18.4128360748291 (17.47200059890747) | > loss_duration: 2.285874366760254 (2.358189284801484) | > loss_1: 33.04396438598633 (31.99648904800414)  --> STEP: 21 | > loss_disc: 2.2377350330352783 (2.397449470701672) | > loss_disc_real_0: 0.13702163100242615 (0.14071812764519737) | > loss_disc_real_1: 0.1504765897989273 (0.17706525928917385) | > loss_disc_real_2: 0.26307323575019836 (0.25179153822717215) | > loss_disc_real_3: 0.2283119261264801 (0.2526734478416897) | > loss_disc_real_4: 0.1979733556509018 (0.21604554851849875) | > loss_disc_real_5: 0.21396411955356598 (0.21355674948011125) | > loss_0: 2.2377350330352783 (2.397449470701672) | > loss_gen: 2.409475803375244 (2.3664466312953403) | > loss_kl: 2.542194366455078 (2.968906595593407) | > loss_feat: 6.951444625854492 (6.8184135754903155) | > loss_mel: 16.668909072875977 (17.433758145286923) | > loss_duration: 2.1797385215759277 (2.349691629409791) | > loss_1: 30.75176239013672 (31.937216350010452)  --> STEP: 22 | > loss_disc: 2.3668911457061768 (2.3960604559291494) | > loss_disc_real_0: 0.10670658946037292 (0.13917214863679625) | > loss_disc_real_1: 0.1498214155435562 (0.17582690275528215) | > loss_disc_real_2: 0.1596449762582779 (0.24760305813767697) | > loss_disc_real_3: 0.2238028347492218 (0.25136114724657754) | > loss_disc_real_4: 0.2198365479707718 (0.21621786667542023) | > loss_disc_real_5: 0.20369595289230347 (0.21310853145339273) | > loss_0: 2.3668911457061768 (2.3960604559291494) | > loss_gen: 2.206843852996826 (2.359191959554499) | > loss_kl: 2.056650161743164 (2.9274403940547598) | > loss_feat: 6.6447296142578125 (6.810518849979747) | > loss_mel: 19.022363662719727 (17.505967486988414) | > loss_duration: 2.2057347297668457 (2.3431481339714755) | > loss_1: 32.136322021484375 (31.94626660780472)  --> STEP: 23 | > loss_disc: 2.5073821544647217 (2.400900529778522) | > loss_disc_real_0: 0.17391154170036316 (0.14068255703086438) | > loss_disc_real_1: 0.15479637682437897 (0.17491253206263419) | > loss_disc_real_2: 0.26815587282180786 (0.24849665877611746) | > loss_disc_real_3: 0.24541305005550385 (0.2511025343252265) | > loss_disc_real_4: 0.2696138024330139 (0.21853942909966345) | > loss_disc_real_5: 0.2661547362804413 (0.21541488818500354) | > loss_0: 2.5073821544647217 (2.400900529778522) | > loss_gen: 2.357788324356079 (2.3591309319371763) | > loss_kl: 2.5941221714019775 (2.912948297417682) | > loss_feat: 6.327837944030762 (6.78953272363414) | > loss_mel: 15.684455871582031 (17.426771329796832) | > loss_duration: 2.310600996017456 (2.3417330410169526) | > loss_1: 29.274803161621094 (31.830116023188044)  --> STEP: 24 | > loss_disc: 2.574626922607422 (2.4081391294797263) | > loss_disc_real_0: 0.21790508925914764 (0.1439001625403762) | > loss_disc_real_1: 0.12892131507396698 (0.17299623135477304) | > loss_disc_real_2: 0.196895569562912 (0.24634661339223388) | > loss_disc_real_3: 0.2158166468143463 (0.24963228901227316) | > loss_disc_real_4: 0.19077222049236298 (0.21738246207435927) | > loss_disc_real_5: 0.19096939265727997 (0.21439632587134838) | > loss_0: 2.574626922607422 (2.4081391294797263) | > loss_gen: 1.9346833229064941 (2.3414456148942313) | > loss_kl: 2.6734421253204346 (2.902968873580297) | > loss_feat: 5.454604148864746 (6.733910699685414) | > loss_mel: 16.308284759521484 (17.380167722702026) | > loss_duration: 2.3985986709594727 (2.3441024422645573) | > loss_1: 28.769611358642578 (31.702594995498647)  --> STEP: 25 | > loss_disc: 2.644911766052246 (2.417610034942627) | > loss_disc_real_0: 0.18653936684131622 (0.14560573071241378) | > loss_disc_real_1: 0.21957334876060486 (0.17485931605100632) | > loss_disc_real_2: 0.3655746579170227 (0.25111573517322544) | > loss_disc_real_3: 0.2753753662109375 (0.2506620121002197) | > loss_disc_real_4: 0.2529289424419403 (0.2188043212890625) | > loss_disc_real_5: 0.24510374665260315 (0.21562462270259858) | > loss_0: 2.644911766052246 (2.417610034942627) | > loss_gen: 2.3700037002563477 (2.342587938308716) | > loss_kl: 2.8624281883239746 (2.901347246170044) | > loss_feat: 6.146200180053711 (6.710402278900147) | > loss_mel: 15.595717430114746 (17.308789710998536) | > loss_duration: 2.363825798034668 (2.344891376495362) | > loss_1: 29.338176727294922 (31.6080182647705)  --> STEP: 26 | > loss_disc: 2.379547595977783 (2.4161460949824405) | > loss_disc_real_0: 0.10609263926744461 (0.1440859964260688) | > loss_disc_real_1: 0.18092961609363556 (0.175092789129569) | > loss_disc_real_2: 0.3226335644721985 (0.2538664209154936) | > loss_disc_real_3: 0.15142396092414856 (0.24684516397806314) | > loss_disc_real_4: 0.10012027621269226 (0.21423955032458672) | > loss_disc_real_5: 0.13890503346920013 (0.2126738692705448) | > loss_0: 2.379547595977783 (2.4161460949824405) | > loss_gen: 2.1606435775756836 (2.3355900782805223) | > loss_kl: 2.500096082687378 (2.8859145091130185) | > loss_feat: 17.47768783569336 (7.124528646469116) | > loss_mel: 18.91950035095215 (17.37074012022752) | > loss_duration: 2.3190317153930664 (2.343896774145274) | > loss_1: 43.37696075439453 (32.06066989898681) --> EVAL PERFORMANCE | > avg_loader_time: 0.002521230624272273 (+0.00014249178079458373) | > avg_loss_disc: 2.4161460949824405 (+0.10262461350514362) | > avg_loss_disc_real_0: 0.1440859964260688 (-0.014368514888561723) | > avg_loss_disc_real_1: 0.175092789129569 (-0.007357195019721985) | > avg_loss_disc_real_2: 0.2538664209154936 (+0.03597111999988556) | > avg_loss_disc_real_3: 0.24684516397806314 (-0.014508953461280255) | > avg_loss_disc_real_4: 0.21423955032458672 (-0.025765255093574524) | > avg_loss_disc_real_5: 0.2126738692705448 (-0.052318316239577084) | > avg_loss_0: 2.4161460949824405 (+0.10262461350514362) | > avg_loss_gen: 2.3355900782805223 (-0.3022017387243423) | > avg_loss_kl: 2.8859145091130185 (-0.026471853256225586) | > avg_loss_feat: 7.124528646469116 (-0.22712093133192823) | > avg_loss_mel: 17.37074012022752 (-0.5285620689392125) | > avg_loss_duration: 2.343896774145274 (+0.020867136808543574) | > avg_loss_1: 32.06066989898681 (-1.0634896938617473)  > EPOCH: 659/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:17:47)   --> TIME: 2024-06-11 20:17:49 -- STEP: 4/330 -- GLOBAL_STEP: 305475 | > loss_disc: 2.391824960708618 (2.3756203055381775) | > loss_disc_real_0: 0.13102133572101593 (0.11368736438453197) | > loss_disc_real_1: 0.19933806359767914 (0.20210281014442444) | > loss_disc_real_2: 0.2317192703485489 (0.2123926766216755) | > loss_disc_real_3: 0.22886207699775696 (0.2355647087097168) | > loss_disc_real_4: 0.22050051391124725 (0.234787218272686) | > loss_disc_real_5: 0.22604042291641235 (0.22500654682517052) | > loss_0: 2.391824960708618 (2.3756203055381775) | > grad_norm_0: tensor(11.4082, device='cuda:0') (tensor(7.2109, device='cuda:0')) | > loss_gen: 2.3906989097595215 (2.501692473888397) | > loss_kl: 1.923200011253357 (2.0632159411907196) | > loss_feat: 5.959680557250977 (6.68035364151001) | > loss_mel: 17.293359756469727 (17.867165565490723) | > loss_duration: 2.1383113861083984 (2.1683148741722107) | > loss_1: 29.705251693725586 (31.280742645263672) | > grad_norm_1: tensor(42.7187, device='cuda:0') (tensor(51.2448, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3724 (0.4002183675765991) | > loader_time: 0.0039 (0.0035781264305114746)  --> TIME: 2024-06-11 20:17:59 -- STEP: 29/330 -- GLOBAL_STEP: 305500 | > loss_disc: 2.3039803504943848 (2.3383100937152728) | > loss_disc_real_0: 0.09762610495090485 (0.10691873934762232) | > loss_disc_real_1: 0.17890501022338867 (0.19868104416748572) | > loss_disc_real_2: 0.2240920066833496 (0.20939134626552977) | > loss_disc_real_3: 0.20819607377052307 (0.22474229695468112) | > loss_disc_real_4: 0.21214745938777924 (0.2332707088569115) | > loss_disc_real_5: 0.1999920904636383 (0.22246851900528217) | > loss_0: 2.3039803504943848 (2.3383100937152728) | > grad_norm_0: tensor(7.2115, device='cuda:0') (tensor(7.3600, device='cuda:0')) | > loss_gen: 2.434724807739258 (2.488755250799244) | > loss_kl: 1.86177396774292 (1.9571216065308144) | > loss_feat: 7.1402363777160645 (6.856930469644481) | > loss_mel: 17.6377010345459 (17.677164275070716) | > loss_duration: 2.0186119079589844 (2.0349846461723593) | > loss_1: 31.093048095703125 (31.01495617833631) | > grad_norm_1: tensor(85.9380, device='cuda:0') (tensor(70.1392, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3717 (0.37122232338477823) | > loader_time: 0.0037 (0.0033488849113727437) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_305500.pth  --> TIME: 2024-06-11 20:18:13 -- STEP: 54/330 -- GLOBAL_STEP: 305525 | > loss_disc: 2.2794032096862793 (2.352334804005093) | > loss_disc_real_0: 0.11819317936897278 (0.11084056521455447) | > loss_disc_real_1: 0.170811265707016 (0.1969759033785926) | > loss_disc_real_2: 0.19284874200820923 (0.20961247053411272) | > loss_disc_real_3: 0.23185598850250244 (0.22692585791702624) | > loss_disc_real_4: 0.22591204941272736 (0.23490246219767463) | > loss_disc_real_5: 0.19099867343902588 (0.22351612012695382) | > loss_0: 2.2794032096862793 (2.352334804005093) | > grad_norm_0: tensor(6.0463, device='cuda:0') (tensor(8.5277, device='cuda:0')) | > loss_gen: 2.546219825744629 (2.4859899900577687) | > loss_kl: 2.0164358615875244 (1.9412240209402862) | > loss_feat: 7.761875152587891 (6.9251748632501675) | > loss_mel: 18.477012634277344 (17.540242212790034) | > loss_duration: 1.9701420068740845 (2.0118108943656634) | > loss_1: 32.77168655395508 (30.90444197478118) | > grad_norm_1: tensor(169.4576, device='cuda:0') (tensor(76.4567, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3607 (0.3730017432460078) | > loader_time: 0.0035 (0.0034527513715955946)  --> TIME: 2024-06-11 20:18:22 -- STEP: 79/330 -- GLOBAL_STEP: 305550 | > loss_disc: 2.3257579803466797 (2.3599284660967084) | > loss_disc_real_0: 0.10759532451629639 (0.11270768214252931) | > loss_disc_real_1: 0.20344597101211548 (0.19882849066317837) | > loss_disc_real_2: 0.2368050515651703 (0.21013553553744208) | > loss_disc_real_3: 0.25634971261024475 (0.22761894290960288) | > loss_disc_real_4: 0.22968167066574097 (0.2333436023585404) | > loss_disc_real_5: 0.20904818177223206 (0.2218213537825814) | > loss_0: 2.3257579803466797 (2.3599284660967084) | > grad_norm_0: tensor(6.4304, device='cuda:0') (tensor(9.3975, device='cuda:0')) | > loss_gen: 2.4928247928619385 (2.4816741611384145) | > loss_kl: 1.95869779586792 (1.9528944175454634) | > loss_feat: 6.221282005310059 (6.956997696357437) | > loss_mel: 16.553638458251953 (17.528059548969512) | > loss_duration: 1.9697012901306152 (2.001159141335306) | > loss_1: 29.196144104003906 (30.920784986471826) | > grad_norm_1: tensor(53.7387, device='cuda:0') (tensor(95.8572, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3872 (0.3734164147437374) | > loader_time: 0.0038 (0.003558699088760569)  --> TIME: 2024-06-11 20:18:32 -- STEP: 104/330 -- GLOBAL_STEP: 305575 | > loss_disc: 2.3223795890808105 (2.35972605072535) | > loss_disc_real_0: 0.09338131546974182 (0.11369680262242372) | > loss_disc_real_1: 0.17613579332828522 (0.19890790862532762) | > loss_disc_real_2: 0.21812883019447327 (0.20958355370049292) | > loss_disc_real_3: 0.23857629299163818 (0.22770662046968937) | > loss_disc_real_4: 0.22402450442314148 (0.23274979539788687) | > loss_disc_real_5: 0.20071111619472504 (0.2217577674354498) | > loss_0: 2.3223795890808105 (2.35972605072535) | > grad_norm_0: tensor(14.3139, device='cuda:0') (tensor(10.6519, device='cuda:0')) | > loss_gen: 2.4737753868103027 (2.4833807165806117) | > loss_kl: 2.178816318511963 (1.9658036805116212) | > loss_feat: 6.760104179382324 (6.940227815738091) | > loss_mel: 17.179729461669922 (17.4874816949551) | > loss_duration: 2.0537331104278564 (2.0022915349556842) | > loss_1: 30.646160125732422 (30.879185438156128) | > grad_norm_1: tensor(160.6946, device='cuda:0') (tensor(116.2848, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3675 (0.37475041013497573) | > loader_time: 0.0039 (0.0036329558262458215)  --> TIME: 2024-06-11 20:18:42 -- STEP: 129/330 -- GLOBAL_STEP: 305600 | > loss_disc: 2.3781232833862305 (2.3689875085224474) | > loss_disc_real_0: 0.09781850874423981 (0.11459817356148431) | > loss_disc_real_1: 0.20871931314468384 (0.19787787189779354) | > loss_disc_real_2: 0.16218534111976624 (0.2101087405007015) | > loss_disc_real_3: 0.2244112342596054 (0.22874006779156913) | > loss_disc_real_4: 0.20798233151435852 (0.23364678198514982) | > loss_disc_real_5: 0.21478918194770813 (0.22352937210437862) | > loss_0: 2.3781232833862305 (2.3689875085224474) | > grad_norm_0: tensor(21.0101, device='cuda:0') (tensor(11.8342, device='cuda:0')) | > loss_gen: 2.4719552993774414 (2.4820272959479994) | > loss_kl: 1.9498653411865234 (1.9829281697901644) | > loss_feat: 6.511218070983887 (6.948875253514726) | > loss_mel: 17.50306510925293 (17.50024318695069) | > loss_duration: 1.9837167263031006 (2.0049535100774247) | > loss_1: 30.41982078552246 (30.91902752070464) | > grad_norm_1: tensor(201.4039, device='cuda:0') (tensor(132.5267, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3782 (0.37586839808974154) | > loader_time: 0.004 (0.003698835077211838)  --> TIME: 2024-06-11 20:18:51 -- STEP: 154/330 -- GLOBAL_STEP: 305625 | > loss_disc: 2.4123926162719727 (2.3695049936121153) | > loss_disc_real_0: 0.12447555363178253 (0.11552854782188093) | > loss_disc_real_1: 0.20592518150806427 (0.1986200266650745) | > loss_disc_real_2: 0.23176997900009155 (0.21087926626205444) | > loss_disc_real_3: 0.24037747085094452 (0.22842075549936913) | > loss_disc_real_4: 0.22143816947937012 (0.23282325461313322) | > loss_disc_real_5: 0.20555898547172546 (0.22230167406332962) | > loss_0: 2.4123926162719727 (2.3695049936121153) | > grad_norm_0: tensor(27.1832, device='cuda:0') (tensor(14.2753, device='cuda:0')) | > loss_gen: 2.4117698669433594 (2.485384437944982) | > loss_kl: 2.0688672065734863 (1.9933549707586116) | > loss_feat: 6.826026916503906 (6.9476196889753465) | > loss_mel: 17.011653900146484 (17.49684553641778) | > loss_duration: 2.0158467292785645 (2.008125782012939) | > loss_1: 30.334163665771484 (30.93133054460798) | > grad_norm_1: tensor(287.3198, device='cuda:0') (tensor(164.8796, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3758 (0.37683626738461584) | > loader_time: 0.0047 (0.0037816329435868697)  --> TIME: 2024-06-11 20:19:01 -- STEP: 179/330 -- GLOBAL_STEP: 305650 | > loss_disc: 2.500558614730835 (2.3700401529919493) | > loss_disc_real_0: 0.11462030559778214 (0.11639278186433143) | > loss_disc_real_1: 0.2312290221452713 (0.19829659255523255) | > loss_disc_real_2: 0.25105908513069153 (0.21179702053855917) | > loss_disc_real_3: 0.2566489279270172 (0.22864556096119587) | > loss_disc_real_4: 0.28862065076828003 (0.2329236329767291) | > loss_disc_real_5: 0.24359220266342163 (0.22201436516625925) | > loss_0: 2.500558614730835 (2.3700401529919493) | > grad_norm_0: tensor(56.2072, device='cuda:0') (tensor(16.4860, device='cuda:0')) | > loss_gen: 2.3541440963745117 (2.4928325914137854) | > loss_kl: 2.0996363162994385 (1.9992880088656975) | > loss_feat: 6.6653923988342285 (6.96616370451517) | > loss_mel: 17.12207794189453 (17.47323699503639) | > loss_duration: 2.059689521789551 (2.014506272097538) | > loss_1: 30.300941467285156 (30.946027723770566) | > grad_norm_1: tensor(309.0003, device='cuda:0') (tensor(191.3849, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3938 (0.378481726406673) | > loader_time: 0.0048 (0.003874969216032401)  --> TIME: 2024-06-11 20:19:11 -- STEP: 204/330 -- GLOBAL_STEP: 305675 | > loss_disc: 2.373764991760254 (2.3744027579531957) | > loss_disc_real_0: 0.11299359798431396 (0.11847353405227848) | > loss_disc_real_1: 0.21623331308364868 (0.19897235740049213) | > loss_disc_real_2: 0.1895374059677124 (0.2114872521191251) | > loss_disc_real_3: 0.20197874307632446 (0.22887300780298664) | > loss_disc_real_4: 0.20998668670654297 (0.23212314433619088) | > loss_disc_real_5: 0.2022838145494461 (0.22158351197254428) | > loss_0: 2.373764991760254 (2.3744027579531957) | > grad_norm_0: tensor(45.3029, device='cuda:0') (tensor(20.3704, device='cuda:0')) | > loss_gen: 2.4063260555267334 (2.4963087544721723) | > loss_kl: 2.038827896118164 (2.0057909330900965) | > loss_feat: 8.05709457397461 (6.9837023113288135) | > loss_mel: 17.456275939941406 (17.446088402879006) | > loss_duration: 2.0157856941223145 (2.0222387915732805) | > loss_1: 31.97430992126465 (30.95412931255266) | > grad_norm_1: tensor(649.3452, device='cuda:0') (tensor(221.0278, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.3915 (0.3805071828412076) | > loader_time: 0.0047 (0.003954325236526189)  --> TIME: 2024-06-11 20:19:22 -- STEP: 229/330 -- GLOBAL_STEP: 305700 | > loss_disc: 2.378844738006592 (2.3763423330398625) | > loss_disc_real_0: 0.06447151303291321 (0.11866890804996658) | > loss_disc_real_1: 0.18577714264392853 (0.19853974299659896) | > loss_disc_real_2: 0.2385932356119156 (0.21130996051053294) | > loss_disc_real_3: 0.2409851849079132 (0.22982411938983802) | > loss_disc_real_4: 0.24646157026290894 (0.23299836331579882) | > loss_disc_real_5: 0.22886663675308228 (0.222294728373336) | > loss_0: 2.378844738006592 (2.3763423330398625) | > grad_norm_0: tensor(10.2583, device='cuda:0') (tensor(22.2569, device='cuda:0')) | > loss_gen: 2.5126266479492188 (2.495414929619003) | > loss_kl: 2.1746320724487305 (2.0112885793744195) | > loss_feat: 6.721124172210693 (6.964545539372873) | > loss_mel: 17.764549255371094 (17.385883597827895) | > loss_duration: 2.136018753051758 (2.0308255779691127) | > loss_1: 31.308950424194336 (30.887958318385493) | > grad_norm_1: tensor(322.4617, device='cuda:0') (tensor(240.7069, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.4014 (0.3829320820137925) | > loader_time: 0.0055 (0.004083155544564195)  --> TIME: 2024-06-11 20:19:33 -- STEP: 254/330 -- GLOBAL_STEP: 305725 | > loss_disc: 2.362779140472412 (2.3777395693335945) | > loss_disc_real_0: 0.09516023099422455 (0.11961701192607091) | > loss_disc_real_1: 0.19918356835842133 (0.1984049671982217) | > loss_disc_real_2: 0.1973239779472351 (0.21130055875524761) | > loss_disc_real_3: 0.23659634590148926 (0.2300404722648343) | > loss_disc_real_4: 0.23321570456027985 (0.2336807937955293) | > loss_disc_real_5: 0.21447357535362244 (0.22277425006618654) | > loss_0: 2.362779140472412 (2.3777395693335945) | > grad_norm_0: tensor(35.3687, device='cuda:0') (tensor(23.0360, device='cuda:0')) | > loss_gen: 2.3281404972076416 (2.4916389326410977) | > loss_kl: 2.083845853805542 (2.016452580925046) | > loss_feat: 7.228358745574951 (6.973960078607394) | > loss_mel: 17.164081573486328 (17.38083152320442) | > loss_duration: 2.0628902912139893 (2.0377777124953065) | > loss_1: 30.86731719970703 (30.900660920330857) | > grad_norm_1: tensor(390.4141, device='cuda:0') (tensor(247.7290, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.4214 (0.38701043729707024) | > loader_time: 0.0056 (0.004209505291435666)  --> TIME: 2024-06-11 20:19:44 -- STEP: 279/330 -- GLOBAL_STEP: 305750 | > loss_disc: 2.282484531402588 (2.3757223074581466) | > loss_disc_real_0: 0.1027190238237381 (0.12023931236997727) | > loss_disc_real_1: 0.21452881395816803 (0.19821637932972236) | > loss_disc_real_2: 0.2300950288772583 (0.21118121810497775) | > loss_disc_real_3: 0.23350736498832703 (0.23008805048722092) | > loss_disc_real_4: 0.2298085242509842 (0.23276458488356683) | > loss_disc_real_5: 0.2290736734867096 (0.2225626246689896) | > loss_0: 2.282484531402588 (2.3757223074581466) | > grad_norm_0: tensor(16.0060, device='cuda:0') (tensor(23.7856, device='cuda:0')) | > loss_gen: 2.586263656616211 (2.4885641203986277) | > loss_kl: 1.967986822128296 (2.0194467767592386) | > loss_feat: 7.661828517913818 (6.9790443980992904) | > loss_mel: 17.438127517700195 (17.33506167490423) | > loss_duration: 2.137861728668213 (2.0471637039628914) | > loss_1: 31.792068481445312 (30.869280763851698) | > grad_norm_1: tensor(445.5785, device='cuda:0') (tensor(261.8335, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.437 (0.3914864362354347) | > loader_time: 0.0069 (0.004353219035705788)  --> TIME: 2024-06-11 20:19:56 -- STEP: 304/330 -- GLOBAL_STEP: 305775 | > loss_disc: 2.3801512718200684 (2.3769422730332916) | > loss_disc_real_0: 0.130445197224617 (0.12104358666233327) | > loss_disc_real_1: 0.1954738050699234 (0.19854730593138611) | > loss_disc_real_2: 0.2358507215976715 (0.21127025518370302) | > loss_disc_real_3: 0.19936183094978333 (0.22985251203767562) | > loss_disc_real_4: 0.2563038468360901 (0.23277829366883165) | > loss_disc_real_5: 0.20714865624904633 (0.22228066863394103) | > loss_0: 2.3801512718200684 (2.3769422730332916) | > grad_norm_0: tensor(40.5631, device='cuda:0') (tensor(25.4599, device='cuda:0')) | > loss_gen: 2.527851104736328 (2.486788468141305) | > loss_kl: 1.9590096473693848 (2.019783143542314) | > loss_feat: 8.062995910644531 (6.990662610844562) | > loss_mel: 17.244915008544922 (17.288582372037986) | > loss_duration: 2.206489086151123 (2.057884883331622) | > loss_1: 32.001258850097656 (30.84370157593175) | > grad_norm_1: tensor(554.9880, device='cuda:0') (tensor(275.1541, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 0.4833 (0.39766382386809895) | > loader_time: 0.0069 (0.004524754850487963)  --> TIME: 2024-06-11 20:20:23 -- STEP: 329/330 -- GLOBAL_STEP: 305800 | > loss_disc: 2.6722159385681152 (2.383633386037993) | > loss_disc_real_0: 0.25460153818130493 (0.12281048132565246) | > loss_disc_real_1: 0.2867570221424103 (0.1995587038685848) | > loss_disc_real_2: 0.2545832693576813 (0.21172007664721063) | > loss_disc_real_3: 0.25837358832359314 (0.23041278925529005) | > loss_disc_real_4: 0.33178970217704773 (0.23304834468205288) | > loss_disc_real_5: 0.28991156816482544 (0.22297594458498857) | > loss_0: 2.6722159385681152 (2.383633386037993) | > grad_norm_0: tensor(13.8187, device='cuda:0') (tensor(26.3771, device='cuda:0')) | > loss_gen: 2.2161998748779297 (2.4821824737595204) | > loss_kl: 2.250516653060913 (2.0257927599648915) | > loss_feat: 9.210674285888672 (7.063221257508345) | > loss_mel: 17.933530807495117 (17.256654243701128) | > loss_duration: 2.2844011783599854 (2.0724677985200017) | > loss_1: 33.89532470703125 (30.900318638531996) | > grad_norm_1: tensor(105.6854, device='cuda:0') (tensor(282.2455, device='cuda:0')) | > current_lr_0: 0.0001841843609529889 | > current_lr_1: 0.0001841843609529889 | > step_time: 13.4767 (0.4501315156014857) | > loader_time: 0.0345 (0.004950576277851698)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.759612798690796 (2.759612798690796) | > loss_disc_real_0: 0.16897174715995789 (0.16897174715995789) | > loss_disc_real_1: 0.12266433238983154 (0.12266433238983154) | > loss_disc_real_2: 0.25794661045074463 (0.25794661045074463) | > loss_disc_real_3: 0.3041069805622101 (0.3041069805622101) | > loss_disc_real_4: 0.29737988114356995 (0.29737988114356995) | > loss_disc_real_5: 0.34532737731933594 (0.34532737731933594) | > loss_0: 2.759612798690796 (2.759612798690796) | > loss_gen: 2.0947952270507812 (2.0947952270507812) | > loss_kl: 3.041024923324585 (3.041024923324585) | > loss_feat: 5.224995136260986 (5.224995136260986) | > loss_mel: 15.196609497070312 (15.196609497070312) | > loss_duration: 2.972186326980591 (2.972186326980591) | > loss_1: 28.529611587524414 (28.529611587524414)  --> STEP: 1 | > loss_disc: 2.2537851333618164 (2.2537851333618164) | > loss_disc_real_0: 0.040240995585918427 (0.040240995585918427) | > loss_disc_real_1: 0.13874731957912445 (0.13874731957912445) | > loss_disc_real_2: 0.1904202699661255 (0.1904202699661255) | > loss_disc_real_3: 0.23037376999855042 (0.23037376999855042) | > loss_disc_real_4: 0.18059410154819489 (0.18059410154819489) | > loss_disc_real_5: 0.19468747079372406 (0.19468747079372406) | > loss_0: 2.2537851333618164 (2.2537851333618164) | > loss_gen: 2.0277061462402344 (2.0277061462402344) | > loss_kl: 2.5300912857055664 (2.5300912857055664) | > loss_feat: 5.756822109222412 (5.756822109222412) | > loss_mel: 19.530956268310547 (19.530956268310547) | > loss_duration: 2.4405083656311035 (2.4405083656311035) | > loss_1: 32.28608322143555 (32.28608322143555)  --> STEP: 2 | > loss_disc: 2.4520018100738525 (2.3528934717178345) | > loss_disc_real_0: 0.13033802807331085 (0.08528951182961464) | > loss_disc_real_1: 0.14296340942382812 (0.1408553645014763) | > loss_disc_real_2: 0.25899937748908997 (0.22470982372760773) | > loss_disc_real_3: 0.21747645735740662 (0.22392511367797852) | > loss_disc_real_4: 0.23463691771030426 (0.20761550962924957) | > loss_disc_real_5: 0.26276856660842896 (0.2287280187010765) | > loss_0: 2.4520018100738525 (2.3528934717178345) | > loss_gen: 2.0711612701416016 (2.049433708190918) | > loss_kl: 3.1686809062957764 (2.8493860960006714) | > loss_feat: 5.587283611297607 (5.67205286026001) | > loss_mel: 17.79746437072754 (18.664210319519043) | > loss_duration: 2.619673728942871 (2.5300910472869873) | > loss_1: 31.2442626953125 (31.765172958374023)  --> STEP: 3 | > loss_disc: 2.2597885131835938 (2.3218584855397544) | > loss_disc_real_0: 0.05391884595155716 (0.07483262320359547) | > loss_disc_real_1: 0.16818130016326904 (0.14996400972207388) | > loss_disc_real_2: 0.13952362537384033 (0.19631442427635193) | > loss_disc_real_3: 0.2086012363433838 (0.21881715456644693) | > loss_disc_real_4: 0.17722107470035553 (0.19748403131961823) | > loss_disc_real_5: 0.2730371654033661 (0.24349773426850638) | > loss_0: 2.2597885131835938 (2.3218584855397544) | > loss_gen: 2.085441827774048 (2.061436414718628) | > loss_kl: 3.5570812225341797 (3.085284471511841) | > loss_feat: 6.604078769683838 (5.982728163401286) | > loss_mel: 18.453536987304688 (18.59398587544759) | > loss_duration: 2.364783525466919 (2.4749885400136313) | > loss_1: 33.06492233276367 (32.19842274983724)  --> STEP: 4 | > loss_disc: 2.387286424636841 (2.338215470314026) | > loss_disc_real_0: 0.09113949537277222 (0.07890934124588966) | > loss_disc_real_1: 0.12368827313184738 (0.14339507557451725) | > loss_disc_real_2: 0.20064811408519745 (0.1973978467285633) | > loss_disc_real_3: 0.2797994017601013 (0.23406271636486053) | > loss_disc_real_4: 0.25374799966812134 (0.211550023406744) | > loss_disc_real_5: 0.2952316105365753 (0.2564312033355236) | > loss_0: 2.387286424636841 (2.338215470314026) | > loss_gen: 2.187558889389038 (2.0929670333862305) | > loss_kl: 3.8210201263427734 (3.269218385219574) | > loss_feat: 5.132776260375977 (5.7702401876449585) | > loss_mel: 16.500459671020508 (18.07060432434082) | > loss_duration: 2.3783302307128906 (2.450823962688446) | > loss_1: 30.020145416259766 (31.65385341644287)  --> STEP: 5 | > loss_disc: 2.0367417335510254 (2.277920722961426) | > loss_disc_real_0: 0.1701611876487732 (0.09715971052646637) | > loss_disc_real_1: 0.13500019907951355 (0.1417161002755165) | > loss_disc_real_2: 0.19963438808918 (0.19784515500068664) | > loss_disc_real_3: 0.2427319884300232 (0.23579657077789307) | > loss_disc_real_4: 0.1829780787229538 (0.20583563446998596) | > loss_disc_real_5: 0.21347883343696594 (0.24784072935581208) | > loss_0: 2.0367417335510254 (2.277920722961426) | > loss_gen: 2.6320109367370605 (2.2007758140563967) | > loss_kl: 2.4625067710876465 (3.1078760623931885) | > loss_feat: 6.058566570281982 (5.827905464172363) | > loss_mel: 18.616064071655273 (18.17969627380371) | > loss_duration: 2.4222140312194824 (2.4451019763946533) | > loss_1: 32.19136428833008 (31.761355590820312)  --> STEP: 6 | > loss_disc: 2.349691152572632 (2.28988246122996) | > loss_disc_real_0: 0.07953984290361404 (0.09422306592265765) | > loss_disc_real_1: 0.09715443104505539 (0.13428915540377298) | > loss_disc_real_2: 0.2108180969953537 (0.20000731199979782) | > loss_disc_real_3: 0.3042328953742981 (0.2472026248772939) | > loss_disc_real_4: 0.2698100209236145 (0.21649803221225739) | > loss_disc_real_5: 0.3072274625301361 (0.25773851821819943) | > loss_0: 2.349691152572632 (2.28988246122996) | > loss_gen: 2.3461616039276123 (2.2250067790349326) | > loss_kl: 3.229576826095581 (3.128159523010254) | > loss_feat: 6.2154107093811035 (5.892489671707153) | > loss_mel: 18.310474395751953 (18.20149262746175) | > loss_duration: 2.2530698776245117 (2.41309662659963) | > loss_1: 32.35469436645508 (31.86024538675944)  --> STEP: 7 | > loss_disc: 2.400463342666626 (2.3056797300066267) | > loss_disc_real_0: 0.13573744893074036 (0.10015369206666946) | > loss_disc_real_1: 0.132523313164711 (0.13403689222676413) | > loss_disc_real_2: 0.24140316247940063 (0.20592100492545537) | > loss_disc_real_3: 0.22318507730960846 (0.24377154665333883) | > loss_disc_real_4: 0.19386816024780273 (0.21326519336019242) | > loss_disc_real_5: 0.22542916238307953 (0.25312289595603943) | > loss_0: 2.400463342666626 (2.3056797300066267) | > loss_gen: 2.0100739002227783 (2.1943020820617676) | > loss_kl: 4.778822898864746 (3.3639685767037526) | > loss_feat: 4.862994194030762 (5.745418889181955) | > loss_mel: 17.97870445251465 (18.16966574532645) | > loss_duration: 2.503736972808838 (2.4260452474866594) | > loss_1: 32.134334564208984 (31.899400983537948)  --> STEP: 8 | > loss_disc: 2.096940040588379 (2.2795872688293457) | > loss_disc_real_0: 0.10572391748428345 (0.10084997024387121) | > loss_disc_real_1: 0.14615847170352936 (0.1355520896613598) | > loss_disc_real_2: 0.1427810937166214 (0.19802851602435112) | > loss_disc_real_3: 0.2497147023677826 (0.2445144411176443) | > loss_disc_real_4: 0.20568270981311798 (0.21231738291680813) | > loss_disc_real_5: 0.2591957449913025 (0.2538820020854473) | > loss_0: 2.096940040588379 (2.2795872688293457) | > loss_gen: 2.5428402423858643 (2.2378693521022797) | > loss_kl: 2.6837270259857178 (3.2789383828639984) | > loss_feat: 8.57690143585205 (6.0993542075157166) | > loss_mel: 19.168546676635742 (18.294525861740112) | > loss_duration: 2.2747609615325928 (2.407134711742401) | > loss_1: 35.24677658081055 (32.31782293319702)  --> STEP: 9 | > loss_disc: 2.433260440826416 (2.296662065717909) | > loss_disc_real_0: 0.09679454565048218 (0.10039936751127243) | > loss_disc_real_1: 0.13002248108386993 (0.13493768870830536) | > loss_disc_real_2: 0.1721682846546173 (0.19515515698326957) | > loss_disc_real_3: 0.30232667922973633 (0.250938023130099) | > loss_disc_real_4: 0.20654655992984772 (0.21167618036270142) | > loss_disc_real_5: 0.2938055694103241 (0.2583179540104336) | > loss_0: 2.433260440826416 (2.296662065717909) | > loss_gen: 2.0726864337921143 (2.2195156945122614) | > loss_kl: 2.7115771770477295 (3.215898248884413) | > loss_feat: 7.855354309082031 (6.294465329911974) | > loss_mel: 18.932430267333984 (18.36540412902832) | > loss_duration: 2.1821460723876953 (2.3821359740363226) | > loss_1: 33.75419616699219 (32.47741995917426)  --> STEP: 10 | > loss_disc: 2.32987117767334 (2.2999829769134523) | > loss_disc_real_0: 0.07356929779052734 (0.09771636053919792) | > loss_disc_real_1: 0.1603773832321167 (0.1374816581606865) | > loss_disc_real_2: 0.22260423004627228 (0.19790006428956985) | > loss_disc_real_3: 0.2328852415084839 (0.24913274496793747) | > loss_disc_real_4: 0.2138831466436386 (0.21189687699079512) | > loss_disc_real_5: 0.2555598318576813 (0.2580421417951584) | > loss_0: 2.32987117767334 (2.2999829769134523) | > loss_gen: 2.0930652618408203 (2.2068706512451173) | > loss_kl: 3.0888872146606445 (3.203197145462036) | > loss_feat: 6.440881729125977 (6.309106969833374) | > loss_mel: 18.637880325317383 (18.392651748657226) | > loss_duration: 2.3459486961364746 (2.378517246246338) | > loss_1: 32.60666275024414 (32.49034423828125)  --> STEP: 11 | > loss_disc: 2.591757297515869 (2.3265079151500356) | > loss_disc_real_0: 0.07582485675811768 (0.095726223831827) | > loss_disc_real_1: 0.2425050139427185 (0.14702923595905304) | > loss_disc_real_2: 0.18742258846759796 (0.19694756648757242) | > loss_disc_real_3: 0.26331794261932373 (0.25042230839079077) | > loss_disc_real_4: 0.24414531886577606 (0.2148285535248843) | > loss_disc_real_5: 0.3221345841884613 (0.26386872746727685) | > loss_0: 2.591757297515869 (2.3265079151500356) | > loss_gen: 2.1226565837860107 (2.199214826930653) | > loss_kl: 3.3869752883911133 (3.2199042493646797) | > loss_feat: 6.821113109588623 (6.3556529825383965) | > loss_mel: 16.870351791381836 (18.25426084345037) | > loss_duration: 2.4896035194396973 (2.388615998354825) | > loss_1: 31.690698623657227 (32.417649182406336)  --> STEP: 12 | > loss_disc: 2.3997411727905273 (2.3326106866200766) | > loss_disc_real_0: 0.14207477867603302 (0.0995886034021775) | > loss_disc_real_1: 0.19348280131816864 (0.150900366405646) | > loss_disc_real_2: 0.18960009515285492 (0.19633527720967928) | > loss_disc_real_3: 0.22874225676059723 (0.24861563742160797) | > loss_disc_real_4: 0.1908879280090332 (0.21283350139856339) | > loss_disc_real_5: 0.26520198583602905 (0.26397983233133954) | > loss_0: 2.3997411727905273 (2.3326106866200766) | > loss_gen: 2.22871470451355 (2.201673150062561) | > loss_kl: 2.6342620849609375 (3.1711007356643677) | > loss_feat: 7.2565016746521 (6.4307237068812055) | > loss_mel: 18.459089279174805 (18.27132987976074) | > loss_duration: 2.242433547973633 (2.3764341274897256) | > loss_1: 32.82099914550781 (32.45126167933146)  --> STEP: 13 | > loss_disc: 2.3525240421295166 (2.3341424831977258) | > loss_disc_real_0: 0.0796332135796547 (0.09805357341582958) | > loss_disc_real_1: 0.1680665910243988 (0.15222084522247314) | > loss_disc_real_2: 0.17911003530025482 (0.19501025860126203) | > loss_disc_real_3: 0.2622480094432831 (0.2496642814232753) | > loss_disc_real_4: 0.19710883498191833 (0.21162391167420608) | > loss_disc_real_5: 0.20141683518886566 (0.25916729408961076) | > loss_0: 2.3525240421295166 (2.3341424831977258) | > loss_gen: 2.103207588195801 (2.19409887607281) | > loss_kl: 3.1319620609283447 (3.1680900683769813) | > loss_feat: 5.957906246185303 (6.394353132981521) | > loss_mel: 15.083568572998047 (18.026117471548222) | > loss_duration: 2.259097099304199 (2.367408202244685) | > loss_1: 28.535743713378906 (32.15006798964281)  --> STEP: 14 | > loss_disc: 2.5457961559295654 (2.3492606026785716) | > loss_disc_real_0: 0.13850358128547668 (0.10094285969223295) | > loss_disc_real_1: 0.13107717037200928 (0.1507105827331543) | > loss_disc_real_2: 0.2501623034477234 (0.19894969037600926) | > loss_disc_real_3: 0.2792353630065918 (0.2517765015363693) | > loss_disc_real_4: 0.18429963290691376 (0.20967217747654235) | > loss_disc_real_5: 0.1775132715702057 (0.25333486390965326) | > loss_0: 2.5457961559295654 (2.3492606026785716) | > loss_gen: 1.9374891519546509 (2.1757696100643704) | > loss_kl: 3.62949275970459 (3.2010474034718106) | > loss_feat: 6.417323589324951 (6.395993879863194) | > loss_mel: 17.297204971313477 (17.974052292960028) | > loss_duration: 2.3918681144714355 (2.3691553388323103) | > loss_1: 31.673377990722656 (32.116018704005654)  --> STEP: 15 | > loss_disc: 2.1617684364318848 (2.3367611249287923) | > loss_disc_real_0: 0.05471254140138626 (0.09786083847284317) | > loss_disc_real_1: 0.15533293783664703 (0.1510187397400538) | > loss_disc_real_2: 0.22630257904529572 (0.20077321628729503) | > loss_disc_real_3: 0.24538367986679077 (0.2513503134250641) | > loss_disc_real_4: 0.19792944192886353 (0.20888932844003041) | > loss_disc_real_5: 0.28007858991622925 (0.2551177789767583) | > loss_0: 2.1617684364318848 (2.3367611249287923) | > loss_gen: 2.35658597946167 (2.187824034690857) | > loss_kl: 3.6625442504882812 (3.2318138599395754) | > loss_feat: 7.562310218811035 (6.473748302459716) | > loss_mel: 17.44194221496582 (17.938578287760418) | > loss_duration: 2.4092020988464355 (2.371825122833252) | > loss_1: 33.432586669921875 (32.2037899017334)  --> STEP: 16 | > loss_disc: 2.513913631439209 (2.3478331565856934) | > loss_disc_real_0: 0.057965271174907684 (0.0953673655167222) | > loss_disc_real_1: 0.21585477888584137 (0.15507099218666553) | > loss_disc_real_2: 0.17012473940849304 (0.1988576864823699) | > loss_disc_real_3: 0.2761220633983612 (0.25289854779839516) | > loss_disc_real_4: 0.2227180153131485 (0.2097536213696003) | > loss_disc_real_5: 0.23846587538719177 (0.2540770350024104) | > loss_0: 2.513913631439209 (2.3478331565856934) | > loss_gen: 1.9904028177261353 (2.175485208630562) | > loss_kl: 2.7585573196411133 (3.2022353261709213) | > loss_feat: 6.6114397048950195 (6.482354015111923) | > loss_mel: 15.573622703552246 (17.790768563747406) | > loss_duration: 2.4063849449157715 (2.3739851117134094) | > loss_1: 29.34040641784668 (32.02482843399048)  --> STEP: 17 | > loss_disc: 2.473461151123047 (2.3552230386173023) | > loss_disc_real_0: 0.09342113137245178 (0.09525288115529452) | > loss_disc_real_1: 0.15266931056976318 (0.15492971679743597) | > loss_disc_real_2: 0.20658455789089203 (0.19931220832993002) | > loss_disc_real_3: 0.2646925449371338 (0.253592312335968) | > loss_disc_real_4: 0.2930354177951813 (0.21465255057110505) | > loss_disc_real_5: 0.4172215759754181 (0.263673772706705) | > loss_0: 2.473461151123047 (2.3552230386173023) | > loss_gen: 2.2688405513763428 (2.1809766993803135) | > loss_kl: 3.2950761318206787 (3.2076965500326717) | > loss_feat: 5.180341720581055 (6.405765056610107) | > loss_mel: 17.067096710205078 (17.748199631186093) | > loss_duration: 2.46502685546875 (2.3793405084049) | > loss_1: 30.276382446289062 (31.92197867000804)  --> STEP: 18 | > loss_disc: 2.3644964694976807 (2.355738229221768) | > loss_disc_real_0: 0.10390309989452362 (0.09573344886302948) | > loss_disc_real_1: 0.2010892629623413 (0.15749413602881962) | > loss_disc_real_2: 0.19316788017749786 (0.198970856765906) | > loss_disc_real_3: 0.2732580006122589 (0.25468485057353973) | > loss_disc_real_4: 0.19385260343551636 (0.21349699795246124) | > loss_disc_real_5: 0.28120994567871094 (0.2646480045384831) | > loss_0: 2.3644964694976807 (2.355738229221768) | > loss_gen: 2.234621286392212 (2.183956954214308) | > loss_kl: 2.587172746658325 (3.1732230054007635) | > loss_feat: 7.859734058380127 (6.486541112263997) | > loss_mel: 17.8261775970459 (17.752531740400528) | > loss_duration: 2.260272741317749 (2.372725632455614) | > loss_1: 32.76797866821289 (31.96897866990831)  --> STEP: 19 | > loss_disc: 2.5479817390441895 (2.365856308686106) | > loss_disc_real_0: 0.06653925031423569 (0.09419691209730349) | > loss_disc_real_1: 0.19317109882831573 (0.15937187091300362) | > loss_disc_real_2: 0.192997545003891 (0.19865647193632627) | > loss_disc_real_3: 0.2645719349384308 (0.2552052234348498) | > loss_disc_real_4: 0.18836833536624908 (0.21217443676371323) | > loss_disc_real_5: 0.23997506499290466 (0.26334942877292633) | > loss_0: 2.5479817390441895 (2.365856308686106) | > loss_gen: 1.9748220443725586 (2.172949853696321) | > loss_kl: 2.507807731628418 (3.1382011488864294) | > loss_feat: 7.435368537902832 (6.536479397823936) | > loss_mel: 18.02536392211914 (17.76689132891203) | > loss_duration: 2.33343243598938 (2.370657569483707) | > loss_1: 32.27679443359375 (31.985179499575967)  --> STEP: 20 | > loss_disc: 2.411344051361084 (2.368130695819855) | > loss_disc_real_0: 0.1328461766242981 (0.09612937532365322) | > loss_disc_real_1: 0.14507542550563812 (0.15865704864263536) | > loss_disc_real_2: 0.21187928318977356 (0.19931761249899865) | > loss_disc_real_3: 0.2495175451040268 (0.25492083951830863) | > loss_disc_real_4: 0.1941710263490677 (0.21127426624298096) | > loss_disc_real_5: 0.24547088146209717 (0.2624555014073849) | > loss_0: 2.411344051361084 (2.368130695819855) | > loss_gen: 2.2741012573242188 (2.178007423877716) | > loss_kl: 2.4757349491119385 (3.1050778388977047) | > loss_feat: 5.655422210693359 (6.492426538467408) | > loss_mel: 15.744876861572266 (17.665790605545045) | > loss_duration: 2.314603805541992 (2.367854881286621) | > loss_1: 28.464738845825195 (31.80915746688843)  --> STEP: 21 | > loss_disc: 2.366196870803833 (2.36803860891433) | > loss_disc_real_0: 0.12392988801002502 (0.0974532092610995) | > loss_disc_real_1: 0.18921799957752228 (0.1601123320204871) | > loss_disc_real_2: 0.18078897893428802 (0.1984352966149648) | > loss_disc_real_3: 0.197134330868721 (0.2521691010111854) | > loss_disc_real_4: 0.15787923336029053 (0.2087316456295195) | > loss_disc_real_5: 0.18758267164230347 (0.2588901285614286) | > loss_0: 2.366196870803833 (2.36803860891433) | > loss_gen: 2.0167908668518066 (2.1703304449717202) | > loss_kl: 2.4385182857513428 (3.0733369077954973) | > loss_feat: 6.134421348571777 (6.475378672281901) | > loss_mel: 14.612255096435547 (17.520384152730305) | > loss_duration: 2.1822257041931152 (2.359015396663121) | > loss_1: 27.384212493896484 (31.598445801507857)  --> STEP: 22 | > loss_disc: 2.1982524394989014 (2.360321055759083) | > loss_disc_real_0: 0.06560271978378296 (0.09600545973940329) | > loss_disc_real_1: 0.2096332609653473 (0.16236328333616257) | > loss_disc_real_2: 0.1774633526802063 (0.19748202643611215) | > loss_disc_real_3: 0.22428815066814423 (0.2509017850865017) | > loss_disc_real_4: 0.17535117268562317 (0.20721435140479694) | > loss_disc_real_5: 0.27716147899627686 (0.25972064449028537) | > loss_0: 2.1982524394989014 (2.360321055759083) | > loss_gen: 2.416049003601074 (2.181499470363964) | > loss_kl: 2.2604868412017822 (3.036389177495783) | > loss_feat: 9.532392501831055 (6.614333846352317) | > loss_mel: 20.272550582885742 (17.64548262682828) | > loss_duration: 2.2177724838256836 (2.352595264261419) | > loss_1: 36.69925308227539 (31.830300677906383)  --> STEP: 23 | > loss_disc: 2.5527572631835938 (2.368687847386236) | > loss_disc_real_0: 0.11920588463544846 (0.0970141738653183) | > loss_disc_real_1: 0.18548442423343658 (0.16336855033169623) | > loss_disc_real_2: 0.22075024247169495 (0.19849368800287662) | > loss_disc_real_3: 0.26669004559516907 (0.25158823119557416) | > loss_disc_real_4: 0.21018216013908386 (0.20734338656715726) | > loss_disc_real_5: 0.24757985770702362 (0.2591927841953609) | > loss_0: 2.5527572631835938 (2.368687847386236) | > loss_gen: 2.0255472660064697 (2.174718939739725) | > loss_kl: 2.583921194076538 (3.016716656477555) | > loss_feat: 4.845232009887695 (6.537416375201682) | > loss_mel: 16.039159774780273 (17.57564250282619) | > loss_duration: 2.297183036804199 (2.3501860369806704) | > loss_1: 27.79104232788086 (31.654680749644402)  --> STEP: 24 | > loss_disc: 2.483109474182129 (2.373455415169398) | > loss_disc_real_0: 0.13217639923095703 (0.09847926658888657) | > loss_disc_real_1: 0.15744391083717346 (0.16312169035275778) | > loss_disc_real_2: 0.22981898486614227 (0.19979890870551267) | > loss_disc_real_3: 0.2960038483142853 (0.2534388819088538) | > loss_disc_real_4: 0.18344604969024658 (0.20634766419728598) | > loss_disc_real_5: 0.27636033296585083 (0.2599080987274646) | > loss_0: 2.483109474182129 (2.373455415169398) | > loss_gen: 2.2354044914245605 (2.17724750439326) | > loss_kl: 2.0247435569763184 (2.975384443998337) | > loss_feat: 6.0228681564331055 (6.515976866086324) | > loss_mel: 16.352096557617188 (17.524661421775814) | > loss_duration: 2.389944553375244 (2.3518426418304443) | > loss_1: 29.025056838989258 (31.54511308670044)  --> STEP: 25 | > loss_disc: 2.4373252391815186 (2.3760102081298826) | > loss_disc_real_0: 0.06988747417926788 (0.09733559489250183) | > loss_disc_real_1: 0.20316940546035767 (0.16472359895706176) | > loss_disc_real_2: 0.24539875984191895 (0.20162290275096895) | > loss_disc_real_3: 0.2939130365848541 (0.25505784809589377) | > loss_disc_real_4: 0.18623146414756775 (0.20554301619529725) | > loss_disc_real_5: 0.27928781509399414 (0.26068328738212576) | > loss_0: 2.4373252391815186 (2.3760102081298826) | > loss_gen: 2.270721435546875 (2.180986461639405) | > loss_kl: 2.8190762996673584 (2.969132118225098) | > loss_feat: 7.607613563537598 (6.559642333984375) | > loss_mel: 17.281953811645508 (17.514953117370602) | > loss_duration: 2.391234874725342 (2.35341833114624) | > loss_1: 32.370601654052734 (31.57813262939453)  --> STEP: 26 | > loss_disc: 2.1549363136291504 (2.3675073660337005) | > loss_disc_real_0: 0.08482536673545837 (0.09685443227107708) | > loss_disc_real_1: 0.13733156025409698 (0.16367005900694773) | > loss_disc_real_2: 0.17007017135620117 (0.20040933615886247) | > loss_disc_real_3: 0.196122407913208 (0.25279110039655966) | > loss_disc_real_4: 0.1783386617898941 (0.2044966948720125) | > loss_disc_real_5: 0.27719879150390625 (0.2613184990791173) | > loss_0: 2.1549363136291504 (2.3675073660337005) | > loss_gen: 2.2329204082489014 (2.1829839211243853) | > loss_kl: 1.9351563453674316 (2.9293638192690334) | > loss_feat: 8.120137214660645 (6.619661367856539) | > loss_mel: 18.094650268554688 (17.537249161646915) | > loss_duration: 2.3276991844177246 (2.3524291331951437) | > loss_1: 32.71056365966797 (31.62168766902043) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023362911664522607 (-0.00018493945782001222) | > avg_loss_disc: 2.3675073660337005 (-0.048638728948739995) | > avg_loss_disc_real_0: 0.09685443227107708 (-0.04723156415499173) | > avg_loss_disc_real_1: 0.16367005900694773 (-0.011422730122621266) | > avg_loss_disc_real_2: 0.20040933615886247 (-0.053457084756631135) | > avg_loss_disc_real_3: 0.25279110039655966 (+0.005945936418496528) | > avg_loss_disc_real_4: 0.2044966948720125 (-0.009742855452574223) | > avg_loss_disc_real_5: 0.2613184990791173 (+0.04864462980857251) | > avg_loss_0: 2.3675073660337005 (-0.048638728948739995) | > avg_loss_gen: 2.1829839211243853 (-0.152606157156137) | > avg_loss_kl: 2.9293638192690334 (+0.04344931015601494) | > avg_loss_feat: 6.619661367856539 (-0.5048672786125774) | > avg_loss_mel: 17.537249161646915 (+0.1665090414193955) | > avg_loss_duration: 2.3524291331951437 (+0.008532359049869598) | > avg_loss_1: 31.62168766902043 (-0.4389822299663777)  > EPOCH: 660/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:20:29)   --> TIME: 2024-06-11 20:20:39 -- STEP: 24/330 -- GLOBAL_STEP: 305825 | > loss_disc: 2.2942447662353516 (2.3179792364438376) | > loss_disc_real_0: 0.10833970457315445 (0.10575292073190212) | > loss_disc_real_1: 0.2105579525232315 (0.19733757339417934) | > loss_disc_real_2: 0.1879327893257141 (0.2043184551099936) | > loss_disc_real_3: 0.22738012671470642 (0.22308115102350712) | > loss_disc_real_4: 0.22306795418262482 (0.2243671373774608) | > loss_disc_real_5: 0.22161594033241272 (0.2222054327527682) | > loss_0: 2.2942447662353516 (2.3179792364438376) | > grad_norm_0: tensor(11.2172, device='cuda:0') (tensor(7.6523, device='cuda:0')) | > loss_gen: 2.4441092014312744 (2.4920378824075056) | > loss_kl: 2.049025058746338 (1.9035193572441738) | > loss_feat: 7.545485019683838 (7.084097286065419) | > loss_mel: 17.351268768310547 (17.694902181625363) | > loss_duration: 1.9735770225524902 (2.05321496228377) | > loss_1: 31.36346435546875 (31.227771679560345) | > grad_norm_1: tensor(147.3472, device='cuda:0') (tensor(84.0887, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.374 (0.35773780941963196) | > loader_time: 0.0036 (0.003249665101369222)  --> TIME: 2024-06-11 20:20:48 -- STEP: 49/330 -- GLOBAL_STEP: 305850 | > loss_disc: 2.264437675476074 (2.3301244463239397) | > loss_disc_real_0: 0.11696471273899078 (0.10695082298955139) | > loss_disc_real_1: 0.16854095458984375 (0.19562868165726566) | > loss_disc_real_2: 0.2211880087852478 (0.2053677825903406) | > loss_disc_real_3: 0.21574744582176208 (0.22539775103938822) | > loss_disc_real_4: 0.2070259153842926 (0.2289559914141285) | > loss_disc_real_5: 0.19615909457206726 (0.2225892835733842) | > loss_0: 2.264437675476074 (2.3301244463239397) | > grad_norm_0: tensor(8.3417, device='cuda:0') (tensor(7.4625, device='cuda:0')) | > loss_gen: 2.4721479415893555 (2.4880417123132816) | > loss_kl: 1.8967138528823853 (1.9293617083101857) | > loss_feat: 7.091949939727783 (7.0124726392784895) | > loss_mel: 16.94286346435547 (17.56973145932567) | > loss_duration: 1.9562525749206543 (2.014186314174108) | > loss_1: 30.359928131103516 (31.01379390638702) | > grad_norm_1: tensor(186.2795, device='cuda:0') (tensor(78.9695, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.3705 (0.3587852935401761) | > loader_time: 0.0034 (0.003372075606365593)  --> TIME: 2024-06-11 20:20:57 -- STEP: 74/330 -- GLOBAL_STEP: 305875 | > loss_disc: 2.37038254737854 (2.3411240029979394) | > loss_disc_real_0: 0.09645240753889084 (0.10921867161586478) | > loss_disc_real_1: 0.17407912015914917 (0.19491717944274078) | > loss_disc_real_2: 0.23210814595222473 (0.207062411549929) | > loss_disc_real_3: 0.24172325432300568 (0.2276075603188695) | > loss_disc_real_4: 0.23489144444465637 (0.23032836938226545) | > loss_disc_real_5: 0.2256736308336258 (0.2243123555908332) | > loss_0: 2.37038254737854 (2.3411240029979394) | > grad_norm_0: tensor(5.3492, device='cuda:0') (tensor(8.1103, device='cuda:0')) | > loss_gen: 2.366607904434204 (2.4787477254867545) | > loss_kl: 2.0767979621887207 (1.9579525010005847) | > loss_feat: 6.903347969055176 (7.001772854779219) | > loss_mel: 17.588180541992188 (17.5623496029828) | > loss_duration: 1.925781011581421 (2.000453873260601) | > loss_1: 30.860715866088867 (31.001276583284945) | > grad_norm_1: tensor(78.5748, device='cuda:0') (tensor(84.0792, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.3556 (0.359192748327513) | > loader_time: 0.0035 (0.0034706882528356604)  --> TIME: 2024-06-11 20:21:06 -- STEP: 99/330 -- GLOBAL_STEP: 305900 | > loss_disc: 2.3009235858917236 (2.3437401622232765) | > loss_disc_real_0: 0.10902085900306702 (0.11077681138659969) | > loss_disc_real_1: 0.2105763852596283 (0.19599958983334628) | > loss_disc_real_2: 0.17408521473407745 (0.20758982920887495) | > loss_disc_real_3: 0.21482977271080017 (0.226314369325686) | > loss_disc_real_4: 0.24671508371829987 (0.2311829539260479) | > loss_disc_real_5: 0.24282541871070862 (0.2235816006708627) | > loss_0: 2.3009235858917236 (2.3437401622232765) | > grad_norm_0: tensor(6.7237, device='cuda:0') (tensor(8.0750, device='cuda:0')) | > loss_gen: 2.6346261501312256 (2.4772874658757993) | > loss_kl: 2.0228729248046875 (1.9729163574449944) | > loss_feat: 7.687409400939941 (6.96476397851501) | > loss_mel: 18.06186294555664 (17.494150161743146) | > loss_duration: 2.010005474090576 (2.0000999852864436) | > loss_1: 32.41677474975586 (30.909218027134134) | > grad_norm_1: tensor(137.5891, device='cuda:0') (tensor(90.8805, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.3643 (0.36021770612157955) | > loader_time: 0.0043 (0.003559567711570046)  --> TIME: 2024-06-11 20:21:16 -- STEP: 124/330 -- GLOBAL_STEP: 305925 | > loss_disc: 2.394043445587158 (2.353728407813656) | > loss_disc_real_0: 0.13555912673473358 (0.11224099056374642) | > loss_disc_real_1: 0.18143871426582336 (0.1960746853822662) | > loss_disc_real_2: 0.20456081628799438 (0.21046517669193207) | > loss_disc_real_3: 0.19397133588790894 (0.22795952544096978) | > loss_disc_real_4: 0.2264363318681717 (0.23108145702750452) | > loss_disc_real_5: 0.22533316910266876 (0.22325842058466328) | > loss_0: 2.394043445587158 (2.353728407813656) | > grad_norm_0: tensor(6.3468, device='cuda:0') (tensor(8.4069, device='cuda:0')) | > loss_gen: 2.3800222873687744 (2.4745467459001853) | > loss_kl: 2.158548593521118 (1.9873338409008519) | > loss_feat: 7.302053451538086 (6.970513193838059) | > loss_mel: 18.13136863708496 (17.52006533838086) | > loss_duration: 2.007485866546631 (2.0033930030561256) | > loss_1: 31.97947883605957 (30.955852277817264) | > grad_norm_1: tensor(120.0907, device='cuda:0') (tensor(92.7224, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4003 (0.3633826182734582) | > loader_time: 0.0047 (0.003642614810697494)  --> TIME: 2024-06-11 20:21:26 -- STEP: 149/330 -- GLOBAL_STEP: 305950 | > loss_disc: 2.350259304046631 (2.3572048804903982) | > loss_disc_real_0: 0.12499082088470459 (0.11381963365429999) | > loss_disc_real_1: 0.21291771531105042 (0.19707218472589585) | > loss_disc_real_2: 0.2162880152463913 (0.21079835505693542) | > loss_disc_real_3: 0.2427048683166504 (0.22749136338297954) | > loss_disc_real_4: 0.23471197485923767 (0.23049645335882302) | > loss_disc_real_5: 0.2347719967365265 (0.22322039696194182) | > loss_0: 2.350259304046631 (2.3572048804903982) | > grad_norm_0: tensor(17.5578, device='cuda:0') (tensor(8.7639, device='cuda:0')) | > loss_gen: 2.446199893951416 (2.4734141074571037) | > loss_kl: 2.057119369506836 (1.992191313097141) | > loss_feat: 6.860843181610107 (6.966301165971181) | > loss_mel: 17.720136642456055 (17.516346733042045) | > loss_duration: 2.0491065979003906 (2.0068020460589606) | > loss_1: 31.133405685424805 (30.955055492836358) | > grad_norm_1: tensor(61.6171, device='cuda:0') (tensor(91.1899, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4083 (0.36863359668910906) | > loader_time: 0.0041 (0.0037862502488513923)  --> TIME: 2024-06-11 20:21:36 -- STEP: 174/330 -- GLOBAL_STEP: 305975 | > loss_disc: 2.3440442085266113 (2.3611671184671335) | > loss_disc_real_0: 0.15225833654403687 (0.11543264295691731) | > loss_disc_real_1: 0.18684162199497223 (0.19756017873684564) | > loss_disc_real_2: 0.18512172996997833 (0.20982714596836038) | > loss_disc_real_3: 0.2250133454799652 (0.22817404705217514) | > loss_disc_real_4: 0.24472250044345856 (0.2315974329737411) | > loss_disc_real_5: 0.23672954738140106 (0.22367105042112284) | > loss_0: 2.3440442085266113 (2.3611671184671335) | > grad_norm_0: tensor(12.6363, device='cuda:0') (tensor(9.1575, device='cuda:0')) | > loss_gen: 2.483605146408081 (2.4674441403356093) | > loss_kl: 2.0338943004608154 (1.9993783797340832) | > loss_feat: 7.01291036605835 (6.935625281827204) | > loss_mel: 17.02772331237793 (17.47380663334637) | > loss_duration: 2.098726987838745 (2.0117630759874974) | > loss_1: 30.656858444213867 (30.888017588648303) | > grad_norm_1: tensor(153.0224, device='cuda:0') (tensor(93.2070, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4117 (0.37287023149687687) | > loader_time: 0.0049 (0.0038947291757868625)  --> TIME: 2024-06-11 20:21:46 -- STEP: 199/330 -- GLOBAL_STEP: 306000 | > loss_disc: 2.336061716079712 (2.3609250897738208) | > loss_disc_real_0: 0.11090043932199478 (0.11636244501899834) | > loss_disc_real_1: 0.23395703732967377 (0.19811160293356259) | > loss_disc_real_2: 0.2405698150396347 (0.2101351116320595) | > loss_disc_real_3: 0.22399187088012695 (0.22730692389921928) | > loss_disc_real_4: 0.21194007992744446 (0.2310406962531296) | > loss_disc_real_5: 0.22759710252285004 (0.22324950835812632) | > loss_0: 2.336061716079712 (2.3609250897738208) | > grad_norm_0: tensor(12.4821, device='cuda:0') (tensor(11.0156, device='cuda:0')) | > loss_gen: 2.6335010528564453 (2.4705639700194704) | > loss_kl: 2.132967233657837 (2.0070011909283583) | > loss_feat: 7.067997455596924 (6.950210432311399) | > loss_mel: 17.766822814941406 (17.42758530468197) | > loss_duration: 2.1375198364257812 (2.0194077635530245) | > loss_1: 31.73880958557129 (30.874768731582105) | > grad_norm_1: tensor(206.8617, device='cuda:0') (tensor(112.9432, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.3918 (0.37714126721099406) | > loader_time: 0.0048 (0.004031750425022451) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_306000.pth  --> TIME: 2024-06-11 20:22:01 -- STEP: 224/330 -- GLOBAL_STEP: 306025 | > loss_disc: 2.5262961387634277 (2.368039757013322) | > loss_disc_real_0: 0.23424239456653595 (0.11933418790743287) | > loss_disc_real_1: 0.22155213356018066 (0.19822912796267442) | > loss_disc_real_2: 0.2100391983985901 (0.2101378102254654) | > loss_disc_real_3: 0.21678906679153442 (0.22855303423213108) | > loss_disc_real_4: 0.24122631549835205 (0.2309809291203107) | > loss_disc_real_5: 0.26517927646636963 (0.22325692126261337) | > loss_0: 2.5262961387634277 (2.368039757013322) | > grad_norm_0: tensor(48.2109, device='cuda:0') (tensor(13.7982, device='cuda:0')) | > loss_gen: 2.5963692665100098 (2.472112719501768) | > loss_kl: 2.0550355911254883 (2.007797454084668) | > loss_feat: 7.632385730743408 (6.945745506456921) | > loss_mel: 17.52427864074707 (17.3915157871587) | > loss_duration: 2.1350512504577637 (2.0270489358476222) | > loss_1: 31.9431209564209 (30.84422049352101) | > grad_norm_1: tensor(279.3297, device='cuda:0') (tensor(139.2776, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4033 (0.3802768311330252) | > loader_time: 0.0056 (0.0041865653225353775)  --> TIME: 2024-06-11 20:22:12 -- STEP: 249/330 -- GLOBAL_STEP: 306050 | > loss_disc: 2.410750389099121 (2.370063411184105) | > loss_disc_real_0: 0.09638417512178421 (0.12026537057146969) | > loss_disc_real_1: 0.21308454871177673 (0.19799166373220314) | > loss_disc_real_2: 0.19881050288677216 (0.21081346177671803) | > loss_disc_real_3: 0.2294224053621292 (0.229027429199123) | > loss_disc_real_4: 0.24620889127254486 (0.23076960833436513) | > loss_disc_real_5: 0.2054877132177353 (0.22310537405042763) | > loss_0: 2.410750389099121 (2.370063411184105) | > grad_norm_0: tensor(18.0306, device='cuda:0') (tensor(16.8231, device='cuda:0')) | > loss_gen: 2.4782207012176514 (2.4784592241647254) | > loss_kl: 2.0340473651885986 (2.011533425036203) | > loss_feat: 6.025233745574951 (6.95805973796002) | > loss_mel: 16.8646240234375 (17.356685573317442) | > loss_duration: 2.1106066703796387 (2.035638194486319) | > loss_1: 29.512731552124023 (30.84037622199001) | > grad_norm_1: tensor(63.3524, device='cuda:0') (tensor(163.3604, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4285 (0.3835214582313018) | > loader_time: 0.0058 (0.004320063265451944)  --> TIME: 2024-06-11 20:22:23 -- STEP: 274/330 -- GLOBAL_STEP: 306075 | > loss_disc: 2.418883800506592 (2.3719994299603213) | > loss_disc_real_0: 0.11126408725976944 (0.12104486153345473) | > loss_disc_real_1: 0.1712421029806137 (0.19820654316105113) | > loss_disc_real_2: 0.22615957260131836 (0.21120300024312774) | > loss_disc_real_3: 0.2674531936645508 (0.22926143567710025) | > loss_disc_real_4: 0.2586333155632019 (0.23112942713455562) | > loss_disc_real_5: 0.2572213113307953 (0.22355513111518246) | > loss_0: 2.418883800506592 (2.3719994299603213) | > grad_norm_0: tensor(41.4140, device='cuda:0') (tensor(17.4957, device='cuda:0')) | > loss_gen: 2.3831491470336914 (2.474448512940511) | > loss_kl: 2.029520034790039 (2.0147206687579184) | > loss_feat: 6.824793815612793 (6.955539999217014) | > loss_mel: 16.59228515625 (17.312956942258964) | > loss_duration: 2.123739242553711 (2.0442464421265307) | > loss_1: 29.9534854888916 (30.801912607067692) | > grad_norm_1: tensor(453.6374, device='cuda:0') (tensor(174.7477, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4496 (0.3883710612345787) | > loader_time: 0.0067 (0.004482928853835503)  --> TIME: 2024-06-11 20:22:35 -- STEP: 299/330 -- GLOBAL_STEP: 306100 | > loss_disc: 2.393066167831421 (2.374763565318641) | > loss_disc_real_0: 0.16684073209762573 (0.12190146673234012) | > loss_disc_real_1: 0.1884213536977768 (0.1980626286571241) | > loss_disc_real_2: 0.21703051030635834 (0.211190539209739) | > loss_disc_real_3: 0.23899544775485992 (0.22937204840789271) | > loss_disc_real_4: 0.22007505595684052 (0.23121067203805598) | > loss_disc_real_5: 0.21105223894119263 (0.22348402634910916) | > loss_0: 2.393066167831421 (2.374763565318641) | > grad_norm_0: tensor(18.8340, device='cuda:0') (tensor(17.9878, device='cuda:0')) | > loss_gen: 2.446305990219116 (2.467552082195729) | > loss_kl: 2.011552572250366 (2.017670212780751) | > loss_feat: 6.898571014404297 (6.948792041344789) | > loss_mel: 16.943431854248047 (17.26123969610719) | > loss_duration: 2.211904287338257 (2.0548976049774055) | > loss_1: 30.51176643371582 (30.750151662922224) | > grad_norm_1: tensor(192.6788, device='cuda:0') (tensor(179.5786, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.4819 (0.3945021573516439) | > loader_time: 0.0069 (0.004672937169920241)  --> TIME: 2024-06-11 20:22:49 -- STEP: 324/330 -- GLOBAL_STEP: 306125 | > loss_disc: 2.341350555419922 (2.37883433515643) | > loss_disc_real_0: 0.11750422418117523 (0.12271420228766439) | > loss_disc_real_1: 0.20344913005828857 (0.19911019775418587) | > loss_disc_real_2: 0.19172239303588867 (0.21123458445072174) | > loss_disc_real_3: 0.2290579080581665 (0.22964494086710024) | > loss_disc_real_4: 0.26688966155052185 (0.2316191259909559) | > loss_disc_real_5: 0.19167396426200867 (0.22356467468687047) | > loss_0: 2.341350555419922 (2.37883433515643) | > grad_norm_0: tensor(14.8975, device='cuda:0') (tensor(18.2719, device='cuda:0')) | > loss_gen: 2.366482973098755 (2.463286956887187) | > loss_kl: 2.209705114364624 (2.0223414059038514) | > loss_feat: 9.145272254943848 (6.987548373363639) | > loss_mel: 18.00273323059082 (17.2173114117281) | > loss_duration: 2.257667303085327 (2.0693023867077303) | > loss_1: 33.98186111450195 (30.75979060302546) | > grad_norm_1: tensor(296.4092, device='cuda:0') (tensor(186.9370, device='cuda:0')) | > current_lr_0: 0.00018416133790786978 | > current_lr_1: 0.00018416133790786978 | > step_time: 0.5931 (0.4058528461574038) | > loader_time: 0.0095 (0.004952003926406672)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.568922281265259 (2.568922281265259) | > loss_disc_real_0: 0.17233754694461823 (0.17233754694461823) | > loss_disc_real_1: 0.21632127463817596 (0.21632127463817596) | > loss_disc_real_2: 0.18975913524627686 (0.18975913524627686) | > loss_disc_real_3: 0.24073919653892517 (0.24073919653892517) | > loss_disc_real_4: 0.24895408749580383 (0.24895408749580383) | > loss_disc_real_5: 0.21596311032772064 (0.21596311032772064) | > loss_0: 2.568922281265259 (2.568922281265259) | > loss_gen: 2.206632137298584 (2.206632137298584) | > loss_kl: 1.7778092622756958 (1.7778092622756958) | > loss_feat: 4.066868305206299 (4.066868305206299) | > loss_mel: 14.357973098754883 (14.357973098754883) | > loss_duration: 2.898533582687378 (2.898533582687378) | > loss_1: 25.307815551757812 (25.307815551757812)  --> STEP: 1 | > loss_disc: 2.4662208557128906 (2.4662208557128906) | > loss_disc_real_0: 0.04722641408443451 (0.04722641408443451) | > loss_disc_real_1: 0.13379830121994019 (0.13379830121994019) | > loss_disc_real_2: 0.18863502144813538 (0.18863502144813538) | > loss_disc_real_3: 0.24638502299785614 (0.24638502299785614) | > loss_disc_real_4: 0.2605275511741638 (0.2605275511741638) | > loss_disc_real_5: 0.24697573482990265 (0.24697573482990265) | > loss_0: 2.4662208557128906 (2.4662208557128906) | > loss_gen: 2.07741117477417 (2.07741117477417) | > loss_kl: 2.4979333877563477 (2.4979333877563477) | > loss_feat: 6.542958736419678 (6.542958736419678) | > loss_mel: 19.093294143676758 (19.093294143676758) | > loss_duration: 2.41211199760437 (2.41211199760437) | > loss_1: 32.62371063232422 (32.62371063232422)  --> STEP: 2 | > loss_disc: 2.483621120452881 (2.4749209880828857) | > loss_disc_real_0: 0.1535753607749939 (0.1004008874297142) | > loss_disc_real_1: 0.2725563943386078 (0.203177347779274) | > loss_disc_real_2: 0.21678343415260315 (0.20270922780036926) | > loss_disc_real_3: 0.2610803246498108 (0.25373267382383347) | > loss_disc_real_4: 0.22246214747428894 (0.24149484932422638) | > loss_disc_real_5: 0.1997797191143036 (0.22337772697210312) | > loss_0: 2.483621120452881 (2.4749209880828857) | > loss_gen: 2.318345069885254 (2.197878122329712) | > loss_kl: 2.3625800609588623 (2.430256724357605) | > loss_feat: 5.215106010437012 (5.879032373428345) | > loss_mel: 17.983173370361328 (18.538233757019043) | > loss_duration: 2.6025686264038086 (2.5073403120040894) | > loss_1: 30.481773376464844 (31.55274200439453)  --> STEP: 3 | > loss_disc: 2.3326220512390137 (2.4274880091349282) | > loss_disc_real_0: 0.1053222119808197 (0.10204132894674937) | > loss_disc_real_1: 0.18179118633270264 (0.19604862729708353) | > loss_disc_real_2: 0.21420907974243164 (0.20654251178105673) | > loss_disc_real_3: 0.21112877130508423 (0.2395313729842504) | > loss_disc_real_4: 0.24112898111343384 (0.2413728932539622) | > loss_disc_real_5: 0.22220982611179352 (0.22298842668533325) | > loss_0: 2.3326220512390137 (2.4274880091349282) | > loss_gen: 2.242736339569092 (2.2128308614095054) | > loss_kl: 3.6308364868164062 (2.8304499785105386) | > loss_feat: 6.7062835693359375 (6.154782772064209) | > loss_mel: 16.23447036743164 (17.770312627156574) | > loss_duration: 2.4756386280059814 (2.49677308400472) | > loss_1: 31.289966583251953 (31.465150197347004)  --> STEP: 4 | > loss_disc: 2.241230010986328 (2.3809235095977783) | > loss_disc_real_0: 0.09770846366882324 (0.10095811262726784) | > loss_disc_real_1: 0.16357968747615814 (0.1879313923418522) | > loss_disc_real_2: 0.14960667490959167 (0.19230855256319046) | > loss_disc_real_3: 0.2270248830318451 (0.23640475049614906) | > loss_disc_real_4: 0.23826919496059418 (0.2405969686806202) | > loss_disc_real_5: 0.2584041655063629 (0.23184236139059067) | > loss_0: 2.241230010986328 (2.3809235095977783) | > loss_gen: 2.3453593254089355 (2.245962977409363) | > loss_kl: 3.561213493347168 (3.013140857219696) | > loss_feat: 6.305814266204834 (6.192540645599365) | > loss_mel: 18.36966323852539 (17.92015027999878) | > loss_duration: 2.3390746116638184 (2.4573484659194946) | > loss_1: 32.92112350463867 (31.829143524169922)  --> STEP: 5 | > loss_disc: 2.5079925060272217 (2.406337308883667) | > loss_disc_real_0: 0.15294477343559265 (0.1113554447889328) | > loss_disc_real_1: 0.2562539875507355 (0.20159591138362884) | > loss_disc_real_2: 0.2217121571302414 (0.19818927347660065) | > loss_disc_real_3: 0.32074788212776184 (0.25327337682247164) | > loss_disc_real_4: 0.26385077834129333 (0.24524773061275482) | > loss_disc_real_5: 0.25388821959495544 (0.23625153303146362) | > loss_0: 2.5079925060272217 (2.406337308883667) | > loss_gen: 2.421833038330078 (2.281136989593506) | > loss_kl: 2.7988879680633545 (2.970290279388428) | > loss_feat: 5.210650444030762 (5.996162605285645) | > loss_mel: 18.97542381286621 (18.131204986572264) | > loss_duration: 2.4369184970855713 (2.45326247215271) | > loss_1: 31.843713760375977 (31.832057571411134)  --> STEP: 6 | > loss_disc: 2.4876179695129395 (2.4198840856552124) | > loss_disc_real_0: 0.12117546796798706 (0.11299211531877518) | > loss_disc_real_1: 0.2228773981332779 (0.2051428258419037) | > loss_disc_real_2: 0.2591642141342163 (0.20835176358620325) | > loss_disc_real_3: 0.26010286808013916 (0.2544116253654162) | > loss_disc_real_4: 0.20869556069374084 (0.23915570229291916) | > loss_disc_real_5: 0.2511192858219147 (0.23872949182987213) | > loss_0: 2.4876179695129395 (2.4198840856552124) | > loss_gen: 2.33378267288208 (2.2899112701416016) | > loss_kl: 3.0805606842041016 (2.98866868019104) | > loss_feat: 6.69919490814209 (6.113334655761719) | > loss_mel: 16.773487091064453 (17.904918670654297) | > loss_duration: 2.2054505348205566 (2.411960482597351) | > loss_1: 31.09247398376465 (31.70879364013672)  --> STEP: 7 | > loss_disc: 2.6046977043151855 (2.4462860311780656) | > loss_disc_real_0: 0.12875153124332428 (0.11524346045085362) | > loss_disc_real_1: 0.23074015974998474 (0.20879958782877242) | > loss_disc_real_2: 0.2501479983329773 (0.21432265426431382) | > loss_disc_real_3: 0.30609622597694397 (0.2617951397384916) | > loss_disc_real_4: 0.3052901029586792 (0.24860347381659917) | > loss_disc_real_5: 0.2880418598651886 (0.24577411583491734) | > loss_0: 2.6046977043151855 (2.4462860311780656) | > loss_gen: 2.372440814971924 (2.3017012051173618) | > loss_kl: 4.246791362762451 (3.1684004919869557) | > loss_feat: 6.330275058746338 (6.144326141902378) | > loss_mel: 16.86521339416504 (17.756389345441544) | > loss_duration: 2.5259485244750977 (2.428244488579886) | > loss_1: 32.340667724609375 (31.799061366489955)  --> STEP: 8 | > loss_disc: 2.515793800354004 (2.454974502325058) | > loss_disc_real_0: 0.17942170798778534 (0.12326574139297009) | > loss_disc_real_1: 0.17621272802352905 (0.204726230353117) | > loss_disc_real_2: 0.18321101367473602 (0.2104336991906166) | > loss_disc_real_3: 0.3545900881290436 (0.2733945082873106) | > loss_disc_real_4: 0.22070898115634918 (0.24511666223406792) | > loss_disc_real_5: 0.23080086708068848 (0.24390245974063873) | > loss_0: 2.515793800354004 (2.454974502325058) | > loss_gen: 2.510619640350342 (2.3278160095214844) | > loss_kl: 2.929032325744629 (3.138479471206665) | > loss_feat: 9.401681900024414 (6.551495611667633) | > loss_mel: 18.845558166503906 (17.89253544807434) | > loss_duration: 2.2650656700134277 (2.407847136259079) | > loss_1: 35.95195770263672 (32.3181734085083)  --> STEP: 9 | > loss_disc: 2.360628843307495 (2.4444916513231068) | > loss_disc_real_0: 0.1453997641801834 (0.12572507725821602) | > loss_disc_real_1: 0.23015786707401276 (0.20755196776654986) | > loss_disc_real_2: 0.16234587132930756 (0.2050906072060267) | > loss_disc_real_3: 0.21892544627189636 (0.2673423902855979) | > loss_disc_real_4: 0.24436043202877045 (0.24503263665570152) | > loss_disc_real_5: 0.24060845375061035 (0.24353645907508004) | > loss_0: 2.360628843307495 (2.4444916513231068) | > loss_gen: 2.3866729736328125 (2.334355672200521) | > loss_kl: 2.5219790935516357 (3.069979429244995) | > loss_feat: 8.164702415466309 (6.730740812089708) | > loss_mel: 17.83940315246582 (17.886631859673393) | > loss_duration: 2.1743502616882324 (2.3819030390845404) | > loss_1: 33.08710861206055 (32.40361065334744)  --> STEP: 10 | > loss_disc: 2.514742612838745 (2.4515167474746704) | > loss_disc_real_0: 0.17828518152236938 (0.13098108768463135) | > loss_disc_real_1: 0.20783589780330658 (0.2075803607702255) | > loss_disc_real_2: 0.21776072680950165 (0.2063576191663742) | > loss_disc_real_3: 0.25636789202690125 (0.26624494045972824) | > loss_disc_real_4: 0.24497495591640472 (0.24502686858177186) | > loss_disc_real_5: 0.2177250236272812 (0.24095531553030014) | > loss_0: 2.514742612838745 (2.4515167474746704) | > loss_gen: 2.2711758613586426 (2.328037691116333) | > loss_kl: 2.5129175186157227 (3.014273238182068) | > loss_feat: 4.045048236846924 (6.46217155456543) | > loss_mel: 14.585664749145508 (17.556535148620604) | > loss_duration: 2.3158349990844727 (2.3752962350845337) | > loss_1: 25.730640411376953 (31.73631362915039)  --> STEP: 11 | > loss_disc: 2.4156601428985596 (2.4482570561495693) | > loss_disc_real_0: 0.08621560782194138 (0.126911498606205) | > loss_disc_real_1: 0.18115781247615814 (0.2051783109253103) | > loss_disc_real_2: 0.20960326492786407 (0.2066526778719642) | > loss_disc_real_3: 0.25127357244491577 (0.2648839070038362) | > loss_disc_real_4: 0.2732645869255066 (0.24759393388574774) | > loss_disc_real_5: 0.3117629885673523 (0.2473923767154867) | > loss_0: 2.4156601428985596 (2.4482570561495693) | > loss_gen: 2.2928709983825684 (2.324840719049627) | > loss_kl: 3.12330961227417 (3.024185635826804) | > loss_feat: 6.2805681228637695 (6.445662151683461) | > loss_mel: 18.68244743347168 (17.658890810879793) | > loss_duration: 2.4962430000305176 (2.3862913955341685) | > loss_1: 32.87543869018555 (31.83987045288086)  --> STEP: 12 | > loss_disc: 2.5719051361083984 (2.458561062812805) | > loss_disc_real_0: 0.1678023338317871 (0.13031906820833683) | > loss_disc_real_1: 0.28361475467681885 (0.21171468123793602) | > loss_disc_real_2: 0.1616371124982834 (0.20290138075749078) | > loss_disc_real_3: 0.2108733057975769 (0.2603830235699813) | > loss_disc_real_4: 0.2082521915435791 (0.24431545535723367) | > loss_disc_real_5: 0.22199754416942596 (0.24527614066998163) | > loss_0: 2.5719051361083984 (2.458561062812805) | > loss_gen: 2.0972695350646973 (2.30587645371755) | > loss_kl: 2.8182384967803955 (3.0070233742396035) | > loss_feat: 6.510351181030273 (6.451052904129028) | > loss_mel: 16.127546310424805 (17.531278769175213) | > loss_duration: 2.233137607574463 (2.3735285798708596) | > loss_1: 29.786540985107422 (31.66875966389974)  --> STEP: 13 | > loss_disc: 2.3104777336120605 (2.4471700374896708) | > loss_disc_real_0: 0.16414493322372437 (0.1329210578249051) | > loss_disc_real_1: 0.20468077063560486 (0.21117361119160286) | > loss_disc_real_2: 0.2542106807231903 (0.2068482499856215) | > loss_disc_real_3: 0.22658222913742065 (0.25778296245978427) | > loss_disc_real_4: 0.2406657189130783 (0.24403470639999097) | > loss_disc_real_5: 0.20029349625110626 (0.24181593725314507) | > loss_0: 2.3104777336120605 (2.4471700374896708) | > loss_gen: 2.559835910797119 (2.325411796569824) | > loss_kl: 2.9970760345458984 (3.006258194263165) | > loss_feat: 9.841547012329102 (6.711860143221342) | > loss_mel: 17.157194137573242 (17.502503028282753) | > loss_duration: 2.3138413429260254 (2.3689372539520264) | > loss_1: 34.8694953918457 (31.914970104510967)  --> STEP: 14 | > loss_disc: 2.383737087249756 (2.442639112472534) | > loss_disc_real_0: 0.12878401577472687 (0.13262555482132093) | > loss_disc_real_1: 0.22487294673919678 (0.21215213515928813) | > loss_disc_real_2: 0.14494095742702484 (0.20242630051715033) | > loss_disc_real_3: 0.24672569334506989 (0.256993157523019) | > loss_disc_real_4: 0.2441401183605194 (0.244042235825743) | > loss_disc_real_5: 0.23289206624031067 (0.24117851789508546) | > loss_0: 2.383737087249756 (2.442639112472534) | > loss_gen: 2.2761313915252686 (2.3218917676380704) | > loss_kl: 3.884430408477783 (3.0689847809927806) | > loss_feat: 6.188522815704346 (6.674478905541556) | > loss_mel: 19.411542892456055 (17.638863018580846) | > loss_duration: 2.3797593116760254 (2.369710258075169) | > loss_1: 34.14038848876953 (32.07392856052944)  --> STEP: 15 | > loss_disc: 2.433711051940918 (2.442043908437093) | > loss_disc_real_0: 0.0805906355381012 (0.12915656020243962) | > loss_disc_real_1: 0.2661498486995697 (0.21575198272864024) | > loss_disc_real_2: 0.21587008237838745 (0.2033225526412328) | > loss_disc_real_3: 0.2527226507663727 (0.2567084570725759) | > loss_disc_real_4: 0.1631004810333252 (0.2386461188395818) | > loss_disc_real_5: 0.16651561856269836 (0.23620099127292632) | > loss_0: 2.433711051940918 (2.442043908437093) | > loss_gen: 2.1890182495117188 (2.3130335330963137) | > loss_kl: 4.08564567565918 (3.1367621739705402) | > loss_feat: 5.410563945770264 (6.59021790822347) | > loss_mel: 16.965375900268555 (17.593963877360025) | > loss_duration: 2.40145206451416 (2.3718263785044353) | > loss_1: 31.05205535888672 (32.00580368041992)  --> STEP: 16 | > loss_disc: 2.4816534519195557 (2.444519504904747) | > loss_disc_real_0: 0.14134925603866577 (0.12991860369220376) | > loss_disc_real_1: 0.1900285929441452 (0.2141442708671093) | > loss_disc_real_2: 0.2570208013057709 (0.20667869318276644) | > loss_disc_real_3: 0.21676978468894958 (0.25421229004859924) | > loss_disc_real_4: 0.2303244173526764 (0.23812601249665022) | > loss_disc_real_5: 0.25007176399230957 (0.23706791456788778) | > loss_0: 2.4816534519195557 (2.444519504904747) | > loss_gen: 2.1712775230407715 (2.304173782467842) | > loss_kl: 2.9538156986236572 (3.12532801926136) | > loss_feat: 6.110030651092529 (6.560206204652786) | > loss_mel: 17.16626739501953 (17.567232847213745) | > loss_duration: 2.3680553436279297 (2.3715906888246536) | > loss_1: 30.769447326660156 (31.928531408309937)  --> STEP: 17 | > loss_disc: 2.6609947681427 (2.4572533439187443) | > loss_disc_real_0: 0.13502775132656097 (0.13021914178834243) | > loss_disc_real_1: 0.3089047372341156 (0.21971841594752142) | > loss_disc_real_2: 0.2208830565214157 (0.20751424396739288) | > loss_disc_real_3: 0.24012255668640137 (0.25338348220376405) | > loss_disc_real_4: 0.20970743894577026 (0.23645433169953964) | > loss_disc_real_5: 0.27856671810150146 (0.23950902065810034) | > loss_0: 2.6609947681427 (2.4572533439187443) | > loss_gen: 2.1486518383026123 (2.2950254328110637) | > loss_kl: 2.3431265354156494 (3.079316167270436) | > loss_feat: 6.937563896179199 (6.582403715919046) | > loss_mel: 17.7000789642334 (17.57504732468549) | > loss_duration: 2.399685859680176 (2.373243345933802) | > loss_1: 31.52910614013672 (31.905035804299747)  --> STEP: 18 | > loss_disc: 2.3033950328826904 (2.4487056599722967) | > loss_disc_real_0: 0.110079824924469 (0.12910029085146058) | > loss_disc_real_1: 0.1554192751646042 (0.21614624145958158) | > loss_disc_real_2: 0.18647798895835876 (0.20634556313355765) | > loss_disc_real_3: 0.21295829117298126 (0.2511376382576095) | > loss_disc_real_4: 0.25054335594177246 (0.23723705526855257) | > loss_disc_real_5: 0.21402600407600403 (0.23809329751465055) | > loss_0: 2.3033950328826904 (2.4487056599722967) | > loss_gen: 2.4394278526306152 (2.3030477894677057) | > loss_kl: 2.7711164951324463 (3.0621939632627697) | > loss_feat: 9.158674240112305 (6.725529856152004) | > loss_mel: 18.526750564575195 (17.627919726901585) | > loss_duration: 2.2706432342529297 (2.367543339729309) | > loss_1: 35.16661071777344 (32.08623441060384)  --> STEP: 19 | > loss_disc: 2.6657118797302246 (2.460127039959556) | > loss_disc_real_0: 0.09337092936038971 (0.1272197981414042) | > loss_disc_real_1: 0.19770753383636475 (0.21517578316362282) | > loss_disc_real_2: 0.27556806802749634 (0.20998885286481758) | > loss_disc_real_3: 0.2392796128988266 (0.2505135316597788) | > loss_disc_real_4: 0.2575840950012207 (0.23830795209658773) | > loss_disc_real_5: 0.29544419050216675 (0.24111176556662509) | > loss_0: 2.6657118797302246 (2.460127039959556) | > loss_gen: 2.010002851486206 (2.2876243716792057) | > loss_kl: 2.24869966506958 (3.019378473884181) | > loss_feat: 5.2076520919799805 (6.64564155277453) | > loss_mel: 16.88180923461914 (17.58865075362356) | > loss_duration: 2.3265726566314697 (2.3653869879873177) | > loss_1: 28.67473602294922 (31.906681863885176)  --> STEP: 20 | > loss_disc: 2.300851345062256 (2.4521632552146913) | > loss_disc_real_0: 0.1357932984828949 (0.12764847315847871) | > loss_disc_real_1: 0.2384706437587738 (0.21634052619338034) | > loss_disc_real_2: 0.20887385308742523 (0.20993310287594796) | > loss_disc_real_3: 0.24720358848571777 (0.25034803450107573) | > loss_disc_real_4: 0.2165762335062027 (0.2372213661670685) | > loss_disc_real_5: 0.18115314841270447 (0.23811383470892905) | > loss_0: 2.300851345062256 (2.4521632552146913) | > loss_gen: 2.421422004699707 (2.2943142533302305) | > loss_kl: 2.165787696838379 (2.976698935031891) | > loss_feat: 7.341254234313965 (6.6804221868515015) | > loss_mel: 18.484235763549805 (17.633430004119873) | > loss_duration: 2.2824549674987793 (2.3612403869628906) | > loss_1: 32.69515609741211 (31.946105575561525)  --> STEP: 21 | > loss_disc: 2.619980812072754 (2.4601545674460277) | > loss_disc_real_0: 0.18438848853111267 (0.13035037865241367) | > loss_disc_real_1: 0.22781333327293396 (0.21688685034002578) | > loss_disc_real_2: 0.22364269196987152 (0.21058594045184909) | > loss_disc_real_3: 0.2871028780937195 (0.2520982651483445) | > loss_disc_real_4: 0.29420986771583557 (0.2399351043360574) | > loss_disc_real_5: 0.31768983602523804 (0.24190316810494378) | > loss_0: 2.619980812072754 (2.4601545674460277) | > loss_gen: 2.218895673751831 (2.290722892397926) | > loss_kl: 2.071525812149048 (2.933595452989851) | > loss_feat: 4.055689811706543 (6.5554349308922175) | > loss_mel: 12.631170272827148 (17.3952271597726) | > loss_duration: 2.174428939819336 (2.3523446037655784) | > loss_1: 23.151708602905273 (31.5273247673398)  --> STEP: 22 | > loss_disc: 2.216963768005371 (2.449100440198725) | > loss_disc_real_0: 0.06013718992471695 (0.127158870073882) | > loss_disc_real_1: 0.25873178243637085 (0.21878889270804144) | > loss_disc_real_2: 0.1655890792608261 (0.20854062857952985) | > loss_disc_real_3: 0.19182269275188446 (0.24935846640305084) | > loss_disc_real_4: 0.22405943274497986 (0.23921348290009933) | > loss_disc_real_5: 0.24625128507614136 (0.24210080978545276) | > loss_0: 2.216963768005371 (2.449100440198725) | > loss_gen: 2.445838212966919 (2.2977735887874258) | > loss_kl: 1.7105637788772583 (2.8780031041665515) | > loss_feat: 8.169407844543457 (6.6287973360581836) | > loss_mel: 18.39828109741211 (17.440820520574395) | > loss_duration: 2.2242960929870605 (2.3465242169120093) | > loss_1: 32.948387145996094 (31.591918511824176)  --> STEP: 23 | > loss_disc: 2.6972575187683105 (2.4598898783974024) | > loss_disc_real_0: 0.2449774444103241 (0.13228141678416208) | > loss_disc_real_1: 0.245161771774292 (0.2199355396239654) | > loss_disc_real_2: 0.1805867999792099 (0.207325244727342) | > loss_disc_real_3: 0.27118203043937683 (0.2503073170133259) | > loss_disc_real_4: 0.26850637793540955 (0.24048708703206934) | > loss_disc_real_5: 0.2668282091617584 (0.2431759141061617) | > loss_0: 2.6972575187683105 (2.4598898783974024) | > loss_gen: 2.082341194152832 (2.2884069629337476) | > loss_kl: 2.490246057510376 (2.8611441021380215) | > loss_feat: 5.7737603187561035 (6.591621813566788) | > loss_mel: 17.34181785583496 (17.43651605689007) | > loss_duration: 2.2845754623413086 (2.3438307928002398) | > loss_1: 29.972740173339844 (31.521519453629203)  --> STEP: 24 | > loss_disc: 2.3893260955810547 (2.4569497207800546) | > loss_disc_real_0: 0.09827382862567902 (0.13086443394422528) | > loss_disc_real_1: 0.2278386801481247 (0.22026483714580536) | > loss_disc_real_2: 0.22333478927612305 (0.20799230908354124) | > loss_disc_real_3: 0.2944473624229431 (0.25214648557206) | > loss_disc_real_4: 0.288227379322052 (0.24247626587748528) | > loss_disc_real_5: 0.24415405094623566 (0.24321666980783144) | > loss_0: 2.3893260955810547 (2.4569497207800546) | > loss_gen: 2.710080862045288 (2.305976708730062) | > loss_kl: 2.698075294494629 (2.8543495684862137) | > loss_feat: 7.711702823638916 (6.638291855653127) | > loss_mel: 17.80634880065918 (17.451925754547116) | > loss_duration: 2.4304275512695312 (2.3474389910697937) | > loss_1: 33.35663604736328 (31.59798264503479)  --> STEP: 25 | > loss_disc: 2.71657657623291 (2.4673347949981688) | > loss_disc_real_0: 0.1375960409641266 (0.13113369822502133) | > loss_disc_real_1: 0.2434293031692505 (0.22119141578674317) | > loss_disc_real_2: 0.3313868045806885 (0.21292808890342713) | > loss_disc_real_3: 0.2360657900571823 (0.25150325775146487) | > loss_disc_real_4: 0.27747949957847595 (0.2438763952255249) | > loss_disc_real_5: 0.3018149435520172 (0.2455606007575989) | > loss_0: 2.71657657623291 (2.4673347949981688) | > loss_gen: 2.1352639198303223 (2.2991481971740724) | > loss_kl: 2.6824991703033447 (2.847475552558899) | > loss_feat: 5.377256870269775 (6.587850456237793) | > loss_mel: 15.813212394714355 (17.386377220153804) | > loss_duration: 2.3844056129455566 (2.3489176559448244) | > loss_1: 28.392637252807617 (31.469768829345703)  --> STEP: 26 | > loss_disc: 2.5351223945617676 (2.4699420103659997) | > loss_disc_real_0: 0.1319693922996521 (0.13116584030481482) | > loss_disc_real_1: 0.22869735956192017 (0.22148010593194228) | > loss_disc_real_2: 0.18183191120624542 (0.21173208206892014) | > loss_disc_real_3: 0.1506098359823227 (0.2476227415295748) | > loss_disc_real_4: 0.19542697072029114 (0.24201295582147744) | > loss_disc_real_5: 0.2974484860897064 (0.24755628865498763) | > loss_0: 2.5351223945617676 (2.4699420103659997) | > loss_gen: 2.109247922897339 (2.291844340471121) | > loss_kl: 2.351095199584961 (2.8283840005214396) | > loss_feat: 7.211287975311279 (6.611828822356004) | > loss_mel: 18.556787490844727 (17.43139299979576) | > loss_duration: 2.311631917953491 (2.347483589099004) | > loss_1: 32.5400505065918 (31.510933509239784) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024299071385310246 (+9.361597207876386e-05) | > avg_loss_disc: 2.4699420103659997 (+0.10243464433229921) | > avg_loss_disc_real_0: 0.13116584030481482 (+0.034311408033737736) | > avg_loss_disc_real_1: 0.22148010593194228 (+0.05781004692499456) | > avg_loss_disc_real_2: 0.21173208206892014 (+0.011322745910057663) | > avg_loss_disc_real_3: 0.2476227415295748 (-0.005168358866984857) | > avg_loss_disc_real_4: 0.24201295582147744 (+0.03751626094946495) | > avg_loss_disc_real_5: 0.24755628865498763 (-0.013762210424129673) | > avg_loss_0: 2.4699420103659997 (+0.10243464433229921) | > avg_loss_gen: 2.291844340471121 (+0.10886041934673552) | > avg_loss_kl: 2.8283840005214396 (-0.10097981874759387) | > avg_loss_feat: 6.611828822356004 (-0.007832545500535026) | > avg_loss_mel: 17.43139299979576 (-0.10585616185115398) | > avg_loss_duration: 2.347483589099004 (-0.004945544096139898) | > avg_loss_1: 31.510933509239784 (-0.1107541597806474)  > EPOCH: 661/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:23:11)   --> TIME: 2024-06-11 20:23:20 -- STEP: 19/330 -- GLOBAL_STEP: 306150 | > loss_disc: 2.2027218341827393 (2.3172569274902344) | > loss_disc_real_0: 0.09630384296178818 (0.10356701714427848) | > loss_disc_real_1: 0.20071475207805634 (0.19772525366983915) | > loss_disc_real_2: 0.21066312491893768 (0.20355250804047836) | > loss_disc_real_3: 0.2092011272907257 (0.2258537835196445) | > loss_disc_real_4: 0.21480095386505127 (0.23333773879628433) | > loss_disc_real_5: 0.218441903591156 (0.22447297447606138) | > loss_0: 2.2027218341827393 (2.3172569274902344) | > grad_norm_0: tensor(6.0458, device='cuda:0') (tensor(5.9850, device='cuda:0')) | > loss_gen: 2.5314619541168213 (2.484435608512477) | > loss_kl: 1.9221580028533936 (1.9708736821224815) | > loss_feat: 7.685535430908203 (6.991180821468956) | > loss_mel: 16.953367233276367 (17.57883694297389) | > loss_duration: 1.9933257102966309 (2.069778241609272) | > loss_1: 31.08584976196289 (31.09510562294408) | > grad_norm_1: tensor(124.2023, device='cuda:0') (tensor(67.8081, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3753 (0.37283367859689814) | > loader_time: 0.003 (0.0030267615067331413)  --> TIME: 2024-06-11 20:23:29 -- STEP: 44/330 -- GLOBAL_STEP: 306175 | > loss_disc: 2.3221144676208496 (2.3380444808439775) | > loss_disc_real_0: 0.10256040841341019 (0.1069434192031622) | > loss_disc_real_1: 0.18781884014606476 (0.19623388587073845) | > loss_disc_real_2: 0.22886978089809418 (0.20766811784018174) | > loss_disc_real_3: 0.24366483092308044 (0.22888298976150426) | > loss_disc_real_4: 0.24841149151325226 (0.23205040395259857) | > loss_disc_real_5: 0.23333844542503357 (0.2228270640427416) | > loss_0: 2.3221144676208496 (2.3380444808439775) | > grad_norm_0: tensor(22.6957, device='cuda:0') (tensor(9.7553, device='cuda:0')) | > loss_gen: 2.6462907791137695 (2.479778284376319) | > loss_kl: 2.03131365776062 (1.9799983338876204) | > loss_feat: 7.317110538482666 (6.999714309518987) | > loss_mel: 17.616226196289062 (17.546108592640273) | > loss_duration: 1.920345664024353 (2.0209617099978705) | > loss_1: 31.53128433227539 (31.026561216874555) | > grad_norm_1: tensor(276.4453, device='cuda:0') (tensor(113.2426, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3583 (0.369585627859289) | > loader_time: 0.0036 (0.0032535845583135433)  --> TIME: 2024-06-11 20:23:39 -- STEP: 69/330 -- GLOBAL_STEP: 306200 | > loss_disc: 2.3972439765930176 (2.3375345554904663) | > loss_disc_real_0: 0.08360207080841064 (0.1077792449057966) | > loss_disc_real_1: 0.20411989092826843 (0.1945039800543716) | > loss_disc_real_2: 0.24732093513011932 (0.2107062227484109) | > loss_disc_real_3: 0.24279987812042236 (0.22725911395273346) | > loss_disc_real_4: 0.24759311974048615 (0.23208532752334207) | > loss_disc_real_5: 0.2502988874912262 (0.22153065731559973) | > loss_0: 2.3972439765930176 (2.3375345554904663) | > grad_norm_0: tensor(21.5251, device='cuda:0') (tensor(10.7069, device='cuda:0')) | > loss_gen: 2.4185268878936768 (2.4870510274085462) | > loss_kl: 1.960483193397522 (1.9796572318975476) | > loss_feat: 6.880143165588379 (7.050224870875262) | > loss_mel: 16.13905906677246 (17.482891110406413) | > loss_duration: 1.9502248764038086 (2.004824729933255) | > loss_1: 29.348438262939453 (31.00464898261471) | > grad_norm_1: tensor(89.3810, device='cuda:0') (tensor(132.5609, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3764 (0.3718810945317365) | > loader_time: 0.0033 (0.003441513448521711)  --> TIME: 2024-06-11 20:23:48 -- STEP: 94/330 -- GLOBAL_STEP: 306225 | > loss_disc: 2.390604019165039 (2.3408428988558176) | > loss_disc_real_0: 0.13417214155197144 (0.10842976013713694) | > loss_disc_real_1: 0.20493051409721375 (0.19541884499027373) | > loss_disc_real_2: 0.19743111729621887 (0.21022132308559216) | > loss_disc_real_3: 0.22516991198062897 (0.22704980141939002) | > loss_disc_real_4: 0.2518309950828552 (0.2315528264388125) | > loss_disc_real_5: 0.22420154511928558 (0.2210970015284863) | > loss_0: 2.390604019165039 (2.3408428988558176) | > grad_norm_0: tensor(7.1970, device='cuda:0') (tensor(10.6625, device='cuda:0')) | > loss_gen: 2.461801767349243 (2.4781346397197006) | > loss_kl: 1.845231533050537 (1.9666299731173413) | > loss_feat: 6.89756965637207 (7.025602097206927) | > loss_mel: 17.72974395751953 (17.476719633061833) | > loss_duration: 1.9888348579406738 (2.0010618072875004) | > loss_1: 30.923181533813477 (30.948148240434364) | > grad_norm_1: tensor(39.4976, device='cuda:0') (tensor(134.3462, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3699 (0.373027078648831) | > loader_time: 0.0036 (0.003577628034226438)  --> TIME: 2024-06-11 20:23:58 -- STEP: 119/330 -- GLOBAL_STEP: 306250 | > loss_disc: 2.2903923988342285 (2.346413379957695) | > loss_disc_real_0: 0.09307365119457245 (0.10982879808469981) | > loss_disc_real_1: 0.17821982502937317 (0.19604240420485744) | > loss_disc_real_2: 0.16763880848884583 (0.2111446580716542) | > loss_disc_real_3: 0.23723678290843964 (0.22820073353643178) | > loss_disc_real_4: 0.2492050975561142 (0.23195509299510667) | > loss_disc_real_5: 0.214761421084404 (0.2211228399967947) | > loss_0: 2.2903923988342285 (2.346413379957695) | > grad_norm_0: tensor(18.9066, device='cuda:0') (tensor(11.1741, device='cuda:0')) | > loss_gen: 2.5598864555358887 (2.480707330864018) | > loss_kl: 2.1064298152923584 (1.9796010496235694) | > loss_feat: 7.051927089691162 (7.042524341775589) | > loss_mel: 17.600297927856445 (17.485991165417566) | > loss_duration: 2.0025649070739746 (2.0024683174966773) | > loss_1: 31.321107864379883 (30.9912922642812) | > grad_norm_1: tensor(270.7607, device='cuda:0') (tensor(136.3188, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3735 (0.3742968394976704) | > loader_time: 0.0039 (0.003759672661789325)  --> TIME: 2024-06-11 20:24:08 -- STEP: 144/330 -- GLOBAL_STEP: 306275 | > loss_disc: 2.2479143142700195 (2.3493783954117027) | > loss_disc_real_0: 0.10070404410362244 (0.1108808240128888) | > loss_disc_real_1: 0.15502864122390747 (0.19621502307968008) | > loss_disc_real_2: 0.17782185971736908 (0.2108984569915467) | > loss_disc_real_3: 0.21950916945934296 (0.22867982420656416) | > loss_disc_real_4: 0.21614082157611847 (0.23119638591176933) | > loss_disc_real_5: 0.2279166430234909 (0.2212219395571285) | > loss_0: 2.2479143142700195 (2.3493783954117027) | > grad_norm_0: tensor(39.1183, device='cuda:0') (tensor(13.4047, device='cuda:0')) | > loss_gen: 2.588423013687134 (2.48009502887726) | > loss_kl: 2.040006399154663 (1.9878667799962892) | > loss_feat: 7.7697906494140625 (7.034006857209736) | > loss_mel: 17.686546325683594 (17.477503975232434) | > loss_duration: 1.991167426109314 (2.0069544373287105) | > loss_1: 32.07593536376953 (30.98642721441057) | > grad_norm_1: tensor(367.7918, device='cuda:0') (tensor(161.4675, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3881 (0.3761212991343603) | > loader_time: 0.0042 (0.003881212737825182)  --> TIME: 2024-06-11 20:24:18 -- STEP: 169/330 -- GLOBAL_STEP: 306300 | > loss_disc: 2.3559746742248535 (2.352282320959328) | > loss_disc_real_0: 0.14410103857517242 (0.11192339936480719) | > loss_disc_real_1: 0.22246475517749786 (0.19608496737903397) | > loss_disc_real_2: 0.17954860627651215 (0.21188641872984418) | > loss_disc_real_3: 0.23393255472183228 (0.22934402745856336) | > loss_disc_real_4: 0.27075937390327454 (0.2305090648711786) | > loss_disc_real_5: 0.29723620414733887 (0.22156502491623692) | > loss_0: 2.3559746742248535 (2.352282320959328) | > grad_norm_0: tensor(63.4437, device='cuda:0') (tensor(15.6339, device='cuda:0')) | > loss_gen: 2.5999462604522705 (2.489372126449496) | > loss_kl: 1.9955675601959229 (1.9933170200099606) | > loss_feat: 6.783936977386475 (7.04086594327667) | > loss_mel: 17.12139320373535 (17.478908380813138) | > loss_duration: 2.0399742126464844 (2.011408716263855) | > loss_1: 30.54081916809082 (31.013872259467313) | > grad_norm_1: tensor(440.8714, device='cuda:0') (tensor(184.2716, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3849 (0.3776627842491193) | > loader_time: 0.0043 (0.003961853727081119)  --> TIME: 2024-06-11 20:24:28 -- STEP: 194/330 -- GLOBAL_STEP: 306325 | > loss_disc: 2.3897714614868164 (2.3552055875050657) | > loss_disc_real_0: 0.08557054400444031 (0.11299948762987078) | > loss_disc_real_1: 0.17235474288463593 (0.1963954941206372) | > loss_disc_real_2: 0.20286819338798523 (0.2122370523890269) | > loss_disc_real_3: 0.2554745674133301 (0.22956175564490644) | > loss_disc_real_4: 0.24120096862316132 (0.23140977883769065) | > loss_disc_real_5: 0.23080462217330933 (0.2209382121710433) | > loss_0: 2.3897714614868164 (2.3552055875050657) | > grad_norm_0: tensor(25.4647, device='cuda:0') (tensor(18.7977, device='cuda:0')) | > loss_gen: 2.2624027729034424 (2.4962554617026442) | > loss_kl: 2.09576678276062 (1.9986625381351746) | > loss_feat: 5.943484783172607 (7.04581773649786) | > loss_mel: 16.872257232666016 (17.471431211097936) | > loss_duration: 2.0496740341186523 (2.018895740361557) | > loss_1: 29.223587036132812 (31.03106277505147) | > grad_norm_1: tensor(309.7079, device='cuda:0') (tensor(211.4181, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.3919 (0.3801977253451788) | > loader_time: 0.0051 (0.004070064456192492)  --> TIME: 2024-06-11 20:24:38 -- STEP: 219/330 -- GLOBAL_STEP: 306350 | > loss_disc: 2.3672146797180176 (2.355975866317749) | > loss_disc_real_0: 0.15719740092754364 (0.11423773645129923) | > loss_disc_real_1: 0.1903153508901596 (0.19621816944313925) | > loss_disc_real_2: 0.2479301542043686 (0.21196844323312855) | > loss_disc_real_3: 0.22936594486236572 (0.23017052741355548) | > loss_disc_real_4: 0.2412651926279068 (0.23043890263391956) | > loss_disc_real_5: 0.23461484909057617 (0.2211785644428915) | > loss_0: 2.3672146797180176 (2.355975866317749) | > grad_norm_0: tensor(65.9484, device='cuda:0') (tensor(21.1353, device='cuda:0')) | > loss_gen: 2.4915339946746826 (2.502511771302247) | > loss_kl: 2.2277634143829346 (2.0027969221001887) | > loss_feat: 7.164318084716797 (7.059463670808975) | > loss_mel: 16.8056640625 (17.43686320683726) | > loss_duration: 2.0898962020874023 (2.0267002898264135) | > loss_1: 30.7791748046875 (31.02833589353518) | > grad_norm_1: tensor(418.5307, device='cuda:0') (tensor(236.0541, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.4126 (0.38338891447406914) | > loader_time: 0.0056 (0.004197866404981921)  --> TIME: 2024-06-11 20:24:49 -- STEP: 244/330 -- GLOBAL_STEP: 306375 | > loss_disc: 2.4225423336029053 (2.356651194760057) | > loss_disc_real_0: 0.13463300466537476 (0.11575063678329109) | > loss_disc_real_1: 0.24247007071971893 (0.19647064853887092) | > loss_disc_real_2: 0.20567047595977783 (0.21198935104442423) | > loss_disc_real_3: 0.24520526826381683 (0.23026369200622449) | > loss_disc_real_4: 0.19527240097522736 (0.22993636974057213) | > loss_disc_real_5: 0.20498237013816833 (0.22043618468231843) | > loss_0: 2.4225423336029053 (2.356651194760057) | > grad_norm_0: tensor(26.5433, device='cuda:0') (tensor(23.8433, device='cuda:0')) | > loss_gen: 2.6740689277648926 (2.5063825151959422) | > loss_kl: 1.940253496170044 (2.0044158618958265) | > loss_feat: 6.698451042175293 (7.063451884222812) | > loss_mel: 16.405658721923828 (17.398713862309673) | > loss_duration: 2.055070638656616 (2.035751804953715) | > loss_1: 29.773502349853516 (31.008715934440737) | > grad_norm_1: tensor(521.9439, device='cuda:0') (tensor(258.1148, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.4252 (0.38664884450005693) | > loader_time: 0.0054 (0.004327697832076278)  --> TIME: 2024-06-11 20:25:00 -- STEP: 269/330 -- GLOBAL_STEP: 306400 | > loss_disc: 2.2710328102111816 (2.3583859714876763) | > loss_disc_real_0: 0.12100120633840561 (0.117124475400244) | > loss_disc_real_1: 0.18393456935882568 (0.19657247183934465) | > loss_disc_real_2: 0.2574877142906189 (0.21177005884151032) | > loss_disc_real_3: 0.20195938646793365 (0.2298121753678446) | > loss_disc_real_4: 0.2086147964000702 (0.2301339077794419) | > loss_disc_real_5: 0.19742310047149658 (0.2207172575050127) | > loss_0: 2.2710328102111816 (2.3583859714876763) | > grad_norm_0: tensor(17.6829, device='cuda:0') (tensor(23.9032, device='cuda:0')) | > loss_gen: 2.6085774898529053 (2.5009623539935273) | > loss_kl: 2.1041102409362793 (2.00850039609746) | > loss_feat: 6.90518045425415 (7.060507448189321) | > loss_mel: 16.88680076599121 (17.350088782470007) | > loss_duration: 2.13039493560791 (2.0438540433862387) | > loss_1: 30.63506317138672 (30.963913048953373) | > grad_norm_1: tensor(306.2361, device='cuda:0') (tensor(260.1212, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.4395 (0.3906079375610918) | > loader_time: 0.0059 (0.004461216660680383)  --> TIME: 2024-06-11 20:25:11 -- STEP: 294/330 -- GLOBAL_STEP: 306425 | > loss_disc: 2.293820381164551 (2.3619798170466004) | > loss_disc_real_0: 0.11508272588253021 (0.11825743512738318) | > loss_disc_real_1: 0.19620728492736816 (0.19724146555475647) | > loss_disc_real_2: 0.2405935376882553 (0.21181444717305045) | > loss_disc_real_3: 0.22808119654655457 (0.22998420574835368) | > loss_disc_real_4: 0.2258949726819992 (0.23045112694404563) | > loss_disc_real_5: 0.2234872579574585 (0.2208551246495474) | > loss_0: 2.293820381164551 (2.3619798170466004) | > grad_norm_0: tensor(17.4784, device='cuda:0') (tensor(23.8512, device='cuda:0')) | > loss_gen: 2.63803768157959 (2.4937602614058947) | > loss_kl: 2.0941426753997803 (2.0132110986579845) | > loss_feat: 7.390567302703857 (7.05054852265079) | > loss_mel: 16.827022552490234 (17.287895364826213) | > loss_duration: 2.189181089401245 (2.0539600605867334) | > loss_1: 31.138952255249023 (30.89937532515753) | > grad_norm_1: tensor(248.4150, device='cuda:0') (tensor(256.1921, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.4511 (0.39606263118536267) | > loader_time: 0.0067 (0.0046223028987443385)  --> TIME: 2024-06-11 20:25:25 -- STEP: 319/330 -- GLOBAL_STEP: 306450 | > loss_disc: 2.392159938812256 (2.365669083072101) | > loss_disc_real_0: 0.19812197983264923 (0.11969777290069945) | > loss_disc_real_1: 0.245977982878685 (0.1975719694246694) | > loss_disc_real_2: 0.19042232632637024 (0.2120782482119563) | > loss_disc_real_3: 0.2310418337583542 (0.230008049538143) | > loss_disc_real_4: 0.25229915976524353 (0.23104775334974068) | > loss_disc_real_5: 0.24961557984352112 (0.22167411315777458) | > loss_0: 2.392159938812256 (2.365669083072101) | > grad_norm_0: tensor(18.9343, device='cuda:0') (tensor(23.2103, device='cuda:0')) | > loss_gen: 2.3647308349609375 (2.4869577062541057) | > loss_kl: 2.022533893585205 (2.019361265400735) | > loss_feat: 8.118451118469238 (7.052124977111816) | > loss_mel: 17.19112205505371 (17.246256935932777) | > loss_duration: 2.2439186573028564 (2.0676289666035306) | > loss_1: 31.940757751464844 (30.872329861392796) | > grad_norm_1: tensor(251.8403, device='cuda:0') (tensor(249.6990, device='cuda:0')) | > current_lr_0: 0.00018413831774063128 | > current_lr_1: 0.00018413831774063128 | > step_time: 0.5564 (0.40525973702672846) | > loader_time: 0.0088 (0.004863346631997806)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.544361114501953 (2.544361114501953) | > loss_disc_real_0: 0.22884248197078705 (0.22884248197078705) | > loss_disc_real_1: 0.2365892231464386 (0.2365892231464386) | > loss_disc_real_2: 0.2297685146331787 (0.2297685146331787) | > loss_disc_real_3: 0.22899051010608673 (0.22899051010608673) | > loss_disc_real_4: 0.26310282945632935 (0.26310282945632935) | > loss_disc_real_5: 0.2584773302078247 (0.2584773302078247) | > loss_0: 2.544361114501953 (2.544361114501953) | > loss_gen: 2.432255268096924 (2.432255268096924) | > loss_kl: 3.0296213626861572 (3.0296213626861572) | > loss_feat: 6.888128757476807 (6.888128757476807) | > loss_mel: 17.99952507019043 (17.99952507019043) | > loss_duration: 3.17104172706604 (3.17104172706604) | > loss_1: 33.520572662353516 (33.520572662353516)  --> STEP: 1 | > loss_disc: 2.559803009033203 (2.559803009033203) | > loss_disc_real_0: 0.14465735852718353 (0.14465735852718353) | > loss_disc_real_1: 0.19122640788555145 (0.19122640788555145) | > loss_disc_real_2: 0.24308717250823975 (0.24308717250823975) | > loss_disc_real_3: 0.22243431210517883 (0.22243431210517883) | > loss_disc_real_4: 0.24442335963249207 (0.24442335963249207) | > loss_disc_real_5: 0.2706661522388458 (0.2706661522388458) | > loss_0: 2.559803009033203 (2.559803009033203) | > loss_gen: 2.1496996879577637 (2.1496996879577637) | > loss_kl: 3.05835223197937 (3.05835223197937) | > loss_feat: 5.069681644439697 (5.069681644439697) | > loss_mel: 17.491106033325195 (17.491106033325195) | > loss_duration: 2.393890380859375 (2.393890380859375) | > loss_1: 30.162731170654297 (30.162731170654297)  --> STEP: 2 | > loss_disc: 2.3011248111724854 (2.4304639101028442) | > loss_disc_real_0: 0.1345924437046051 (0.13962490111589432) | > loss_disc_real_1: 0.22254733741283417 (0.2068868726491928) | > loss_disc_real_2: 0.1944899559020996 (0.21878856420516968) | > loss_disc_real_3: 0.25255534052848816 (0.2374948263168335) | > loss_disc_real_4: 0.27876991033554077 (0.2615966349840164) | > loss_disc_real_5: 0.26721659302711487 (0.26894137263298035) | > loss_0: 2.3011248111724854 (2.4304639101028442) | > loss_gen: 2.624160051345825 (2.3869298696517944) | > loss_kl: 3.0920684337615967 (3.0752103328704834) | > loss_feat: 6.120127201080322 (5.59490442276001) | > loss_mel: 20.131908416748047 (18.81150722503662) | > loss_duration: 2.382688045501709 (2.388289213180542) | > loss_1: 34.3509521484375 (32.2568416595459)  --> STEP: 3 | > loss_disc: 2.205976724624634 (2.355634848276774) | > loss_disc_real_0: 0.14865325391292572 (0.14263435204823813) | > loss_disc_real_1: 0.14111998677253723 (0.18496457735697427) | > loss_disc_real_2: 0.19365902245044708 (0.2104120502869288) | > loss_disc_real_3: 0.19134140014648438 (0.22211035092671713) | > loss_disc_real_4: 0.19649368524551392 (0.2398956517378489) | > loss_disc_real_5: 0.2012178897857666 (0.24636687835057577) | > loss_0: 2.205976724624634 (2.355634848276774) | > loss_gen: 2.315380334854126 (2.3630800247192383) | > loss_kl: 4.034404754638672 (3.394941806793213) | > loss_feat: 6.866639137268066 (6.018815994262695) | > loss_mel: 18.65239906311035 (18.7584711710612) | > loss_duration: 2.380937099456787 (2.385838508605957) | > loss_1: 34.249759674072266 (32.92114766438802)  --> STEP: 4 | > loss_disc: 2.5472090244293213 (2.403528392314911) | > loss_disc_real_0: 0.20113617181777954 (0.15725980699062347) | > loss_disc_real_1: 0.192195862531662 (0.1867723986506462) | > loss_disc_real_2: 0.26844513416290283 (0.22492032125592232) | > loss_disc_real_3: 0.2984328866004944 (0.24119098484516144) | > loss_disc_real_4: 0.2620721757411957 (0.2454397827386856) | > loss_disc_real_5: 0.21629208326339722 (0.23884817957878113) | > loss_0: 2.5472090244293213 (2.403528392314911) | > loss_gen: 2.465151786804199 (2.3885979652404785) | > loss_kl: 3.6675665378570557 (3.4630979895591736) | > loss_feat: 6.308483600616455 (6.091232895851135) | > loss_mel: 18.593730926513672 (18.717286109924316) | > loss_duration: 2.2629570960998535 (2.355118155479431) | > loss_1: 33.29789352416992 (33.015334129333496)  --> STEP: 5 | > loss_disc: 2.4818503856658936 (2.4191927909851074) | > loss_disc_real_0: 0.21327465772628784 (0.16846277713775634) | > loss_disc_real_1: 0.23137341439723969 (0.1956926017999649) | > loss_disc_real_2: 0.26005464792251587 (0.23194718658924102) | > loss_disc_real_3: 0.29159262776374817 (0.25127131342887876) | > loss_disc_real_4: 0.2414761632680893 (0.24464705884456633) | > loss_disc_real_5: 0.19100773334503174 (0.22928009033203126) | > loss_0: 2.4818503856658936 (2.4191927909851074) | > loss_gen: 2.545107841491699 (2.4198999404907227) | > loss_kl: 2.846146821975708 (3.3397077560424804) | > loss_feat: 6.376261234283447 (6.148238563537598) | > loss_mel: 20.34178352355957 (19.042185592651368) | > loss_duration: 2.301100254058838 (2.3443145751953125) | > loss_1: 34.410400390625 (33.2943473815918)  --> STEP: 6 | > loss_disc: 2.515927791595459 (2.4353152910868325) | > loss_disc_real_0: 0.12915800511837006 (0.16191198180119196) | > loss_disc_real_1: 0.1715635508298874 (0.191671093304952) | > loss_disc_real_2: 0.19796235859394073 (0.22628304859002432) | > loss_disc_real_3: 0.18965570628643036 (0.24100204557180405) | > loss_disc_real_4: 0.23618292808532715 (0.24323637038469315) | > loss_disc_real_5: 0.26405060291290283 (0.2350751757621765) | > loss_0: 2.515927791595459 (2.4353152910868325) | > loss_gen: 2.175598621368408 (2.379183053970337) | > loss_kl: 2.813819408416748 (3.2520596981048584) | > loss_feat: 6.338654518127441 (6.179974555969238) | > loss_mel: 17.795984268188477 (18.83448537190755) | > loss_duration: 2.132359027862549 (2.308988650639852) | > loss_1: 31.25641441345215 (32.954691886901855)  --> STEP: 7 | > loss_disc: 2.5993990898132324 (2.4587558337620328) | > loss_disc_real_0: 0.259164035320282 (0.17580513230391911) | > loss_disc_real_1: 0.2749343812465668 (0.20356584872518266) | > loss_disc_real_2: 0.23952028155326843 (0.22817408187048777) | > loss_disc_real_3: 0.2697814404964447 (0.24511338770389557) | > loss_disc_real_4: 0.28363847732543945 (0.2490080999476569) | > loss_disc_real_5: 0.23217202723026276 (0.2346604402576174) | > loss_0: 2.5993990898132324 (2.4587558337620328) | > loss_gen: 2.39447283744812 (2.3813673087528775) | > loss_kl: 4.4511542320251465 (3.423358917236328) | > loss_feat: 4.91818380355835 (5.999718734196255) | > loss_mel: 16.320648193359375 (18.475365774972097) | > loss_duration: 2.479874610900879 (2.3334009306771413) | > loss_1: 30.564334869384766 (32.613212312970845)  --> STEP: 8 | > loss_disc: 2.4452970027923584 (2.4570734798908234) | > loss_disc_real_0: 0.17286153137683868 (0.17543718218803406) | > loss_disc_real_1: 0.22686678171157837 (0.20647846534848213) | > loss_disc_real_2: 0.22035355865955353 (0.22719651646912098) | > loss_disc_real_3: 0.2477477788925171 (0.24544268660247326) | > loss_disc_real_4: 0.26205506920814514 (0.25063897110521793) | > loss_disc_real_5: 0.26766547560691833 (0.23878606967628002) | > loss_0: 2.4452970027923584 (2.4570734798908234) | > loss_gen: 2.576472520828247 (2.4057554602622986) | > loss_kl: 3.3709983825683594 (3.416813850402832) | > loss_feat: 9.319007873535156 (6.414629876613617) | > loss_mel: 18.850486755371094 (18.522255897521973) | > loss_duration: 2.22528076171875 (2.3198859095573425) | > loss_1: 36.342247009277344 (33.079341650009155)  --> STEP: 9 | > loss_disc: 2.5076494216918945 (2.4626930289798312) | > loss_disc_real_0: 0.19118940830230713 (0.1771874295340644) | > loss_disc_real_1: 0.17859837412834167 (0.2033806774351332) | > loss_disc_real_2: 0.2386361062526703 (0.22846758200062645) | > loss_disc_real_3: 0.1825052946805954 (0.23844964305559793) | > loss_disc_real_4: 0.19707031548023224 (0.2446868982579973) | > loss_disc_real_5: 0.24099472165107727 (0.2390314754512575) | > loss_0: 2.5076494216918945 (2.4626930289798312) | > loss_gen: 2.3913402557373047 (2.4041537708706326) | > loss_kl: 2.680044651031494 (3.334950606028239) | > loss_feat: 10.738544464111328 (6.895064830780029) | > loss_mel: 19.365386962890625 (18.615937127007378) | > loss_duration: 2.1252493858337402 (2.298259629143609) | > loss_1: 37.30056381225586 (33.54836633470323)  --> STEP: 10 | > loss_disc: 2.9105420112609863 (2.5074779272079466) | > loss_disc_real_0: 0.19219321012496948 (0.1786880075931549) | > loss_disc_real_1: 0.2430351972579956 (0.20734612941741942) | > loss_disc_real_2: 0.2988860607147217 (0.235509429872036) | > loss_disc_real_3: 0.3196619749069214 (0.2465708762407303) | > loss_disc_real_4: 0.31797224283218384 (0.25201543271541593) | > loss_disc_real_5: 0.3262883126735687 (0.24775715917348862) | > loss_0: 2.9105420112609863 (2.5074779272079466) | > loss_gen: 2.1276938915252686 (2.376507782936096) | > loss_kl: 3.041984796524048 (3.30565402507782) | > loss_feat: 4.442740440368652 (6.649832391738892) | > loss_mel: 13.838019371032715 (18.13814535140991) | > loss_duration: 2.2199933528900146 (2.2904330015182497) | > loss_1: 25.67043113708496 (32.760572814941405)  --> STEP: 11 | > loss_disc: 2.6462514400482178 (2.520093701102517) | > loss_disc_real_0: 0.1908682882785797 (0.17979530583728442) | > loss_disc_real_1: 0.19952492415905 (0.20663511075756766) | > loss_disc_real_2: 0.2868761122226715 (0.2401791282675483) | > loss_disc_real_3: 0.2613297402858734 (0.2479125911539251) | > loss_disc_real_4: 0.24769781529903412 (0.2516229220411994) | > loss_disc_real_5: 0.22740721702575684 (0.24590716443278574) | > loss_0: 2.6462514400482178 (2.520093701102517) | > loss_gen: 2.2048275470733643 (2.360900488766757) | > loss_kl: 3.1651971340179443 (3.2928852167996494) | > loss_feat: 6.153680324554443 (6.604727658358487) | > loss_mel: 16.657146453857422 (18.00350908799605) | > loss_duration: 2.532816171646118 (2.3124678351662378) | > loss_1: 30.713668823242188 (32.57449063387784)  --> STEP: 12 | > loss_disc: 2.4085068702697754 (2.510794798533122) | > loss_disc_real_0: 0.09704676270484924 (0.1728995939095815) | > loss_disc_real_1: 0.22212189435958862 (0.20792567605773607) | > loss_disc_real_2: 0.243871808052063 (0.24048685158292452) | > loss_disc_real_3: 0.2001018077135086 (0.24392835920055708) | > loss_disc_real_4: 0.19519171118736267 (0.24692032113671303) | > loss_disc_real_5: 0.18106190860271454 (0.24050339311361313) | > loss_0: 2.4085068702697754 (2.510794798533122) | > loss_gen: 2.2810981273651123 (2.3542502919832864) | > loss_kl: 2.776736259460449 (3.2498728036880493) | > loss_feat: 7.242336750030518 (6.657861749331157) | > loss_mel: 17.506488800048828 (17.962090730667114) | > loss_duration: 2.255697727203369 (2.307736992835999) | > loss_1: 32.06235885620117 (32.53181298573812)  --> STEP: 13 | > loss_disc: 2.615536689758301 (2.518851867088905) | > loss_disc_real_0: 0.19368892908096313 (0.17449877353814933) | > loss_disc_real_1: 0.2392169088125229 (0.21033269396195045) | > loss_disc_real_2: 0.21688084304332733 (0.23867100477218628) | > loss_disc_real_3: 0.286763459444046 (0.2472233669115947) | > loss_disc_real_4: 0.2272445112466812 (0.24540679729901826) | > loss_disc_real_5: 0.21790120005607605 (0.23876476287841797) | > loss_0: 2.615536689758301 (2.518851867088905) | > loss_gen: 2.448439598083496 (2.361495623221764) | > loss_kl: 3.6848526000976562 (3.28333278802725) | > loss_feat: 6.181065082550049 (6.621185082655686) | > loss_mel: 16.24738311767578 (17.830190145052395) | > loss_duration: 2.259068727493286 (2.303993280117329) | > loss_1: 30.820810317993164 (32.40019739591158)  --> STEP: 14 | > loss_disc: 2.445725679397583 (2.513628567968096) | > loss_disc_real_0: 0.13613975048065186 (0.17175884331975663) | > loss_disc_real_1: 0.13337509334087372 (0.2048357224890164) | > loss_disc_real_2: 0.23225316405296326 (0.23821258757795608) | > loss_disc_real_3: 0.23401397466659546 (0.24627983889409474) | > loss_disc_real_4: 0.20160096883773804 (0.24227780955178396) | > loss_disc_real_5: 0.2470424771308899 (0.23935602818216598) | > loss_0: 2.445725679397583 (2.513628567968096) | > loss_gen: 2.196007013320923 (2.349675008228847) | > loss_kl: 3.5593435764312744 (3.303047844341823) | > loss_feat: 5.642175674438477 (6.5512558392116) | > loss_mel: 18.420207977294922 (17.87233427592686) | > loss_duration: 2.392026901245117 (2.3102813959121713) | > loss_1: 32.20976257324219 (32.386594908578054)  --> STEP: 15 | > loss_disc: 2.7407212257385254 (2.5287680784861246) | > loss_disc_real_0: 0.16037201881408691 (0.17099972168604533) | > loss_disc_real_1: 0.2840462625026703 (0.21011642515659332) | > loss_disc_real_2: 0.2688746154308319 (0.24025672276814777) | > loss_disc_real_3: 0.21490639448165894 (0.2441882759332657) | > loss_disc_real_4: 0.22031690180301666 (0.24081374903519948) | > loss_disc_real_5: 0.2575432062149048 (0.24056850671768187) | > loss_0: 2.7407212257385254 (2.5287680784861246) | > loss_gen: 2.117379903793335 (2.3341886679331463) | > loss_kl: 4.106692790985107 (3.356624174118042) | > loss_feat: 8.098868370056152 (6.65443000793457) | > loss_mel: 17.381122589111328 (17.83958683013916) | > loss_duration: 2.371108055114746 (2.3143365065256765) | > loss_1: 34.075172424316406 (32.49916674296061)  --> STEP: 16 | > loss_disc: 2.710325002670288 (2.540115386247635) | > loss_disc_real_0: 0.36538833379745483 (0.18314900994300842) | > loss_disc_real_1: 0.2096712589263916 (0.21008860226720572) | > loss_disc_real_2: 0.2381935566663742 (0.24012777488678694) | > loss_disc_real_3: 0.26518821716308594 (0.24550077226012945) | > loss_disc_real_4: 0.2775631248950958 (0.243110585026443) | > loss_disc_real_5: 0.285144567489624 (0.24335451051592827) | > loss_0: 2.710325002670288 (2.540115386247635) | > loss_gen: 2.5365710258483887 (2.346837565302849) | > loss_kl: 3.0412027835845947 (3.3369103372097015) | > loss_feat: 7.2104291915893555 (6.689179956912994) | > loss_mel: 16.750606536865234 (17.77152556180954) | > loss_duration: 2.363450765609741 (2.3174061477184305) | > loss_1: 31.90226173400879 (32.46186017990112)  --> STEP: 17 | > loss_disc: 2.642639398574829 (2.546146210502176) | > loss_disc_real_0: 0.22826673090457916 (0.18580299352898316) | > loss_disc_real_1: 0.17896024882793427 (0.2082575226531309) | > loss_disc_real_2: 0.27828237414360046 (0.2423721630783642) | > loss_disc_real_3: 0.23392648994922638 (0.24481993212419398) | > loss_disc_real_4: 0.2819569408893585 (0.24539566478308508) | > loss_disc_real_5: 0.3160640299320221 (0.24763154106981614) | > loss_0: 2.642639398574829 (2.546146210502176) | > loss_gen: 2.3208837509155273 (2.3453108703388885) | > loss_kl: 2.3905014991760254 (3.2812392290900734) | > loss_feat: 5.656790256500244 (6.628451151006362) | > loss_mel: 16.82680320739746 (17.71595365860883) | > loss_duration: 2.44826340675354 (2.325103633544025) | > loss_1: 29.64324378967285 (32.29605921577005)  --> STEP: 18 | > loss_disc: 2.397197961807251 (2.537871307796902) | > loss_disc_real_0: 0.10694923996925354 (0.18142222944233152) | > loss_disc_real_1: 0.24264800548553467 (0.2101681050327089) | > loss_disc_real_2: 0.15353074669837952 (0.23743652883503172) | > loss_disc_real_3: 0.1808435469865799 (0.24126568850543764) | > loss_disc_real_4: 0.19147761166095734 (0.24240021738741133) | > loss_disc_real_5: 0.2100604921579361 (0.24554426057471168) | > loss_0: 2.397197961807251 (2.537871307796902) | > loss_gen: 2.096937656402588 (2.331512358453539) | > loss_kl: 2.7528443336486816 (3.251883957121107) | > loss_feat: 9.522287368774414 (6.789219829771254) | > loss_mel: 16.933034896850586 (17.672458171844482) | > loss_duration: 2.197221040725708 (2.3179990450541186) | > loss_1: 33.502323150634766 (32.363073878818085)  --> STEP: 19 | > loss_disc: 2.6076080799102783 (2.541541664223922) | > loss_disc_real_0: 0.14406214654445648 (0.17945590928981178) | > loss_disc_real_1: 0.20923444628715515 (0.2101189650987324) | > loss_disc_real_2: 0.2262127846479416 (0.2368458054567638) | > loss_disc_real_3: 0.22060838341712952 (0.24017846192184247) | > loss_disc_real_4: 0.2054711878299713 (0.24045658425280922) | > loss_disc_real_5: 0.20196664333343506 (0.24325070177253924) | > loss_0: 2.6076080799102783 (2.541541664223922) | > loss_gen: 2.0525264739990234 (2.3168288908506693) | > loss_kl: 2.4873411655426025 (3.2116448628275016) | > loss_feat: 5.535670280456543 (6.723243537702058) | > loss_mel: 16.79241371154785 (17.626140042355185) | > loss_duration: 2.3493800163269043 (2.3196506751211072) | > loss_1: 29.21733283996582 (32.197508560983756)  --> STEP: 20 | > loss_disc: 2.540130138397217 (2.541471087932587) | > loss_disc_real_0: 0.19255635142326355 (0.18011093139648438) | > loss_disc_real_1: 0.17565424740314484 (0.20839572921395302) | > loss_disc_real_2: 0.2004508674144745 (0.23502605855464936) | > loss_disc_real_3: 0.19338344037532806 (0.23783871084451674) | > loss_disc_real_4: 0.1931425929069519 (0.23809088468551637) | > loss_disc_real_5: 0.20739679038524628 (0.2414580062031746) | > loss_0: 2.540130138397217 (2.541471087932587) | > loss_gen: 2.162574529647827 (2.309116172790527) | > loss_kl: 2.7611682415008545 (3.1891210317611693) | > loss_feat: 6.305872917175293 (6.70237500667572) | > loss_mel: 18.735097885131836 (17.68158793449402) | > loss_duration: 2.3064520359039307 (2.3189907431602483) | > loss_1: 32.27116775512695 (32.20119152069092)  --> STEP: 21 | > loss_disc: 2.7340683937072754 (2.550642388207572) | > loss_disc_real_0: 0.32992762327194214 (0.18724505958103) | > loss_disc_real_1: 0.22987672686576843 (0.20941863386403947) | > loss_disc_real_2: 0.23810289800167084 (0.23517257471879324) | > loss_disc_real_3: 0.23123228549957275 (0.23752411916142419) | > loss_disc_real_4: 0.21481706202030182 (0.23698260741574423) | > loss_disc_real_5: 0.28600454330444336 (0.24357926987466358) | > loss_0: 2.7340683937072754 (2.550642388207572) | > loss_gen: 2.285595655441284 (2.307996148154849) | > loss_kl: 2.8947761058807373 (3.175104606719244) | > loss_feat: 6.725279808044434 (6.703465711502802) | > loss_mel: 16.378816604614258 (17.619551204499743) | > loss_duration: 2.1655149459838867 (2.311682371866136) | > loss_1: 30.449981689453125 (32.11780057634626)  --> STEP: 22 | > loss_disc: 2.511911392211914 (2.548881888389588) | > loss_disc_real_0: 0.1026739701628685 (0.18340091915293175) | > loss_disc_real_1: 0.2158544510602951 (0.20971117100932382) | > loss_disc_real_2: 0.20997579395771027 (0.23402726650238037) | > loss_disc_real_3: 0.2750934958457947 (0.23923181810162283) | > loss_disc_real_4: 0.24528653919696808 (0.2373600588603453) | > loss_disc_real_5: 0.2516854405403137 (0.24394773217764767) | > loss_0: 2.511911392211914 (2.548881888389588) | > loss_gen: 2.1604161262512207 (2.301287965341048) | > loss_kl: 2.1099002361297607 (3.126686226237904) | > loss_feat: 5.715291976928711 (6.658548723567616) | > loss_mel: 16.18258285522461 (17.554234461350873) | > loss_duration: 2.1999435424804688 (2.3066033341667875) | > loss_1: 28.368133544921875 (31.947361165826972)  --> STEP: 23 | > loss_disc: 2.5278475284576416 (2.547967351001242) | > loss_disc_real_0: 0.17870813608169556 (0.18319688510635626) | > loss_disc_real_1: 0.23642699420452118 (0.21087272853954978) | > loss_disc_real_2: 0.2408134639263153 (0.2343223185642906) | > loss_disc_real_3: 0.23292940855026245 (0.23895780029504196) | > loss_disc_real_4: 0.19017979502677917 (0.23530874304149463) | > loss_disc_real_5: 0.17971277236938477 (0.241154907838158) | > loss_0: 2.5278475284576416 (2.547967351001242) | > loss_gen: 2.1438076496124268 (2.2944409950919775) | > loss_kl: 2.3760581016540527 (3.094050220821215) | > loss_feat: 4.912587642669678 (6.5826373722242275) | > loss_mel: 17.314586639404297 (17.543814990831457) | > loss_duration: 2.2674286365509033 (2.304900086444358) | > loss_1: 29.01447105407715 (31.819844204446543)  --> STEP: 24 | > loss_disc: 2.5326576232910156 (2.5473294456799827) | > loss_disc_real_0: 0.1841627061367035 (0.18323712764928737) | > loss_disc_real_1: 0.14855968952178955 (0.20827635191380978) | > loss_disc_real_2: 0.25853589177131653 (0.23533121744791666) | > loss_disc_real_3: 0.2161688357591629 (0.238008260106047) | > loss_disc_real_4: 0.30060863494873047 (0.23802957187096277) | > loss_disc_real_5: 0.2645547389984131 (0.24212990080316862) | > loss_0: 2.5326576232910156 (2.5473294456799827) | > loss_gen: 2.315974235534668 (2.2953382134437565) | > loss_kl: 2.779597282409668 (3.080948015054067) | > loss_feat: 5.804902076721191 (6.550231734911601) | > loss_mel: 17.68858528137207 (17.54984708627065) | > loss_duration: 2.4003779888153076 (2.3088783323764805) | > loss_1: 30.98943519592285 (31.78524382909139)  --> STEP: 25 | > loss_disc: 2.546603202819824 (2.5473003959655762) | > loss_disc_real_0: 0.2309223860502243 (0.18514453798532485) | > loss_disc_real_1: 0.18079109489917755 (0.20717694163322448) | > loss_disc_real_2: 0.21880273520946503 (0.2346700781583786) | > loss_disc_real_3: 0.26154863834381104 (0.23894987523555755) | > loss_disc_real_4: 0.2903592586517334 (0.2401227593421936) | > loss_disc_real_5: 0.2729647755622864 (0.24336329579353333) | > loss_0: 2.546603202819824 (2.5473003959655762) | > loss_gen: 2.3397486209869385 (2.297114629745484) | > loss_kl: 2.7825753688812256 (3.0690131092071535) | > loss_feat: 6.856593608856201 (6.562486209869385) | > loss_mel: 16.182403564453125 (17.495149345397948) | > loss_duration: 2.4160170555114746 (2.3131638813018807) | > loss_1: 30.57733726501465 (31.73692756652832)  --> STEP: 26 | > loss_disc: 2.505669593811035 (2.5456992112673245) | > loss_disc_real_0: 0.1902269423007965 (0.18534001507438147) | > loss_disc_real_1: 0.26962751150131226 (0.20957888662815094) | > loss_disc_real_2: 0.198232501745224 (0.23326863291171882) | > loss_disc_real_3: 0.16287395358085632 (0.23602387824883828) | > loss_disc_real_4: 0.1401478797197342 (0.23627757166440672) | > loss_disc_real_5: 0.1408073455095291 (0.23941883616722548) | > loss_0: 2.505669593811035 (2.5456992112673245) | > loss_gen: 2.0470266342163086 (2.2874958606866693) | > loss_kl: 2.4008991718292236 (3.043316419308002) | > loss_feat: 11.759308815002441 (6.762364002374502) | > loss_mel: 19.3630428314209 (17.566991402552677) | > loss_duration: 2.3143906593322754 (2.3132110650722804) | > loss_1: 37.88467025756836 (31.973379208491398) --> EVAL PERFORMANCE | > avg_loader_time: 0.002346515655517578 (-8.339148301344645e-05) | > avg_loss_disc: 2.5456992112673245 (+0.07575720090132476) | > avg_loss_disc_real_0: 0.18534001507438147 (+0.05417417476956665) | > avg_loss_disc_real_1: 0.20957888662815094 (-0.011901219303791344) | > avg_loss_disc_real_2: 0.23326863291171882 (+0.02153655084279868) | > avg_loss_disc_real_3: 0.23602387824883828 (-0.011598863280736532) | > avg_loss_disc_real_4: 0.23627757166440672 (-0.005735384157070728) | > avg_loss_disc_real_5: 0.23941883616722548 (-0.008137452487762153) | > avg_loss_0: 2.5456992112673245 (+0.07575720090132476) | > avg_loss_gen: 2.2874958606866693 (-0.00434847978445152) | > avg_loss_kl: 3.043316419308002 (+0.21493241878656244) | > avg_loss_feat: 6.762364002374502 (+0.15053518001849842) | > avg_loss_mel: 17.566991402552677 (+0.1355984027569157) | > avg_loss_duration: 2.3132110650722804 (-0.03427252402672343) | > avg_loss_1: 31.973379208491398 (+0.4624456992516137)  > EPOCH: 662/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:25:50)   --> TIME: 2024-06-11 20:25:56 -- STEP: 14/330 -- GLOBAL_STEP: 306475 | > loss_disc: 2.3842806816101074 (2.3522821494511197) | > loss_disc_real_0: 0.10000443458557129 (0.11096904586468424) | > loss_disc_real_1: 0.2006610482931137 (0.1956621759704181) | > loss_disc_real_2: 0.1843290776014328 (0.21233807184866496) | > loss_disc_real_3: 0.21497799456119537 (0.23048926251275198) | > loss_disc_real_4: 0.2090374231338501 (0.23433142794030054) | > loss_disc_real_5: 0.19634747505187988 (0.22930202526705606) | > loss_0: 2.3842806816101074 (2.3522821494511197) | > grad_norm_0: tensor(8.4742, device='cuda:0') (tensor(8.9971, device='cuda:0')) | > loss_gen: 2.2430853843688965 (2.461652551378523) | > loss_kl: 1.7354680299758911 (1.8904090694018774) | > loss_feat: 6.8360161781311035 (6.697898183550153) | > loss_mel: 16.762725830078125 (17.611650739397323) | > loss_duration: 1.9922443628311157 (2.081120993409838) | > loss_1: 29.56954002380371 (30.742731639317103) | > grad_norm_1: tensor(51.9689, device='cuda:0') (tensor(106.4028, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3536 (0.36240649223327637) | > loader_time: 0.0036 (0.0033736910138811383)  --> TIME: 2024-06-11 20:26:05 -- STEP: 39/330 -- GLOBAL_STEP: 306500 | > loss_disc: 2.3322830200195312 (2.324652946912325) | > loss_disc_real_0: 0.13119275867938995 (0.10959882881396855) | > loss_disc_real_1: 0.1819586306810379 (0.19317108889420828) | > loss_disc_real_2: 0.23023389279842377 (0.2078326206940871) | > loss_disc_real_3: 0.2175079584121704 (0.2256660893177375) | > loss_disc_real_4: 0.2521902024745941 (0.23101669817398757) | > loss_disc_real_5: 0.24501095712184906 (0.22452699908843407) | > loss_0: 2.3322830200195312 (2.324652946912325) | > grad_norm_0: tensor(5.8257, device='cuda:0') (tensor(9.5521, device='cuda:0')) | > loss_gen: 2.542698860168457 (2.499741358634753) | > loss_kl: 1.9722427129745483 (1.9475762232756004) | > loss_feat: 7.803719520568848 (7.003803778917361) | > loss_mel: 17.331430435180664 (17.56490105849046) | > loss_duration: 2.0138301849365234 (2.022334279158176) | > loss_1: 31.66391944885254 (31.03835678100586) | > grad_norm_1: tensor(119.7807, device='cuda:0') (tensor(96.7633, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3617 (0.3607279581901355) | > loader_time: 0.0035 (0.0033171665974152395) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_306500.pth  --> TIME: 2024-06-11 20:26:18 -- STEP: 64/330 -- GLOBAL_STEP: 306525 | > loss_disc: 2.3043622970581055 (2.3406118378043175) | > loss_disc_real_0: 0.10204862058162689 (0.11042387154884636) | > loss_disc_real_1: 0.1973332315683365 (0.1959919068031013) | > loss_disc_real_2: 0.18401913344860077 (0.2125437103677541) | > loss_disc_real_3: 0.23030701279640198 (0.2283229671884328) | > loss_disc_real_4: 0.22638872265815735 (0.22924709552899003) | > loss_disc_real_5: 0.23008835315704346 (0.2243607579730451) | > loss_0: 2.3043622970581055 (2.3406118378043175) | > grad_norm_0: tensor(22.1496, device='cuda:0') (tensor(9.9177, device='cuda:0')) | > loss_gen: 2.385765790939331 (2.494346212595701) | > loss_kl: 2.027724504470825 (1.9734446350485086) | > loss_feat: 7.155782699584961 (7.015177980065346) | > loss_mel: 18.176021575927734 (17.569688498973846) | > loss_duration: 1.9900994300842285 (2.0051206480711707) | > loss_1: 31.73539161682129 (31.05777794122696) | > grad_norm_1: tensor(194.2738, device='cuda:0') (tensor(97.2464, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3726 (0.3630068227648735) | > loader_time: 0.0035 (0.0034191161394119263)  --> TIME: 2024-06-11 20:26:28 -- STEP: 89/330 -- GLOBAL_STEP: 306550 | > loss_disc: 2.4087510108947754 (2.3478553402289917) | > loss_disc_real_0: 0.12041035294532776 (0.11113199884637018) | > loss_disc_real_1: 0.21760277450084686 (0.19629262103123613) | > loss_disc_real_2: 0.19882410764694214 (0.2113874259959446) | > loss_disc_real_3: 0.21480877697467804 (0.2279343335481172) | > loss_disc_real_4: 0.23434841632843018 (0.22915948324658897) | > loss_disc_real_5: 0.2348582148551941 (0.22402033929744464) | > loss_0: 2.4087510108947754 (2.3478553402289917) | > grad_norm_0: tensor(14.7604, device='cuda:0') (tensor(11.1505, device='cuda:0')) | > loss_gen: 2.43756365776062 (2.4835063848602643) | > loss_kl: 1.9402756690979004 (1.979188335075807) | > loss_feat: 6.728577136993408 (6.987461620502257) | > loss_mel: 17.18583869934082 (17.508726484320142) | > loss_duration: 1.9987397193908691 (1.9989143757337942) | > loss_1: 30.290992736816406 (30.957797104053284) | > grad_norm_1: tensor(242.0123, device='cuda:0') (tensor(127.7595, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3644 (0.36310641417342626) | > loader_time: 0.0047 (0.0034764697042743813)  --> TIME: 2024-06-11 20:26:37 -- STEP: 114/330 -- GLOBAL_STEP: 306575 | > loss_disc: 2.3418962955474854 (2.345978326964796) | > loss_disc_real_0: 0.11588513851165771 (0.11138730025605152) | > loss_disc_real_1: 0.20683987438678741 (0.1954795416248472) | > loss_disc_real_2: 0.2512342929840088 (0.21104734207977327) | > loss_disc_real_3: 0.2413795441389084 (0.22795026135026364) | > loss_disc_real_4: 0.24212796986103058 (0.2304598907368225) | > loss_disc_real_5: 0.2272508442401886 (0.22428926551028303) | > loss_0: 2.3418962955474854 (2.345978326964796) | > grad_norm_0: tensor(18.0455, device='cuda:0') (tensor(12.7871, device='cuda:0')) | > loss_gen: 2.589829683303833 (2.492625223962884) | > loss_kl: 1.9473316669464111 (1.9899273357893292) | > loss_feat: 7.097702503204346 (6.990043004353841) | > loss_mel: 17.45820426940918 (17.504134747019986) | > loss_duration: 2.013615608215332 (2.00027935128463) | > loss_1: 31.106685638427734 (30.977009572480853) | > grad_norm_1: tensor(223.9150, device='cuda:0') (tensor(149.5522, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3638 (0.36400943471674335) | > loader_time: 0.0038 (0.0035637554369474713)  --> TIME: 2024-06-11 20:26:46 -- STEP: 139/330 -- GLOBAL_STEP: 306600 | > loss_disc: 2.4826436042785645 (2.3538162005033416) | > loss_disc_real_0: 0.13500186800956726 (0.11178469518534571) | > loss_disc_real_1: 0.17599675059318542 (0.19545851433448658) | > loss_disc_real_2: 0.17673347890377045 (0.21166134716795507) | > loss_disc_real_3: 0.21995973587036133 (0.22924987167763194) | > loss_disc_real_4: 0.23767614364624023 (0.2310309046678406) | > loss_disc_real_5: 0.25416311621665955 (0.2243199567143008) | > loss_0: 2.4826436042785645 (2.3538162005033416) | > grad_norm_0: tensor(12.6316, device='cuda:0') (tensor(14.3215, device='cuda:0')) | > loss_gen: 2.3345448970794678 (2.4872764460474466) | > loss_kl: 1.9858722686767578 (1.9935218035745963) | > loss_feat: 6.251128673553467 (6.972636977545649) | > loss_mel: 17.210487365722656 (17.491500580053536) | > loss_duration: 2.06608247756958 (2.005469959416836) | > loss_1: 29.848115921020508 (30.95040569717078) | > grad_norm_1: tensor(190.8625, device='cuda:0') (tensor(161.6734, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3744 (0.36445551982028884) | > loader_time: 0.0038 (0.0036254272186498847)  --> TIME: 2024-06-11 20:26:56 -- STEP: 164/330 -- GLOBAL_STEP: 306625 | > loss_disc: 2.4311177730560303 (2.358750559934756) | > loss_disc_real_0: 0.13980776071548462 (0.1139567077341603) | > loss_disc_real_1: 0.18077237904071808 (0.19603341581617914) | > loss_disc_real_2: 0.20631612837314606 (0.21152558722874013) | > loss_disc_real_3: 0.232618510723114 (0.2286040487631065) | > loss_disc_real_4: 0.2341831773519516 (0.2306263466797224) | > loss_disc_real_5: 0.23181012272834778 (0.22310014868654857) | > loss_0: 2.4311177730560303 (2.358750559934756) | > grad_norm_0: tensor(12.4345, device='cuda:0') (tensor(15.6708, device='cuda:0')) | > loss_gen: 2.483847141265869 (2.4865534058431304) | > loss_kl: 1.9473241567611694 (1.9984323854853467) | > loss_feat: 6.718900680541992 (6.987230830076264) | > loss_mel: 17.391464233398438 (17.503653619347546) | > loss_duration: 2.093897581100464 (2.009599977150196) | > loss_1: 30.635433197021484 (30.98547014376012) | > grad_norm_1: tensor(143.6817, device='cuda:0') (tensor(181.5395, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.378 (0.3656667267403952) | > loader_time: 0.0041 (0.0037102408525420396)  --> TIME: 2024-06-11 20:27:06 -- STEP: 189/330 -- GLOBAL_STEP: 306650 | > loss_disc: 2.3366174697875977 (2.3652518943504055) | > loss_disc_real_0: 0.11790139973163605 (0.11481332987862289) | > loss_disc_real_1: 0.18639442324638367 (0.19664789018807588) | > loss_disc_real_2: 0.17954610288143158 (0.21136763037512543) | > loss_disc_real_3: 0.2279670387506485 (0.22960691295918964) | > loss_disc_real_4: 0.23966577649116516 (0.23247795910746963) | > loss_disc_real_5: 0.24122999608516693 (0.2245236045469052) | > loss_0: 2.3366174697875977 (2.3652518943504055) | > grad_norm_0: tensor(6.5656, device='cuda:0') (tensor(16.6720, device='cuda:0')) | > loss_gen: 2.5988609790802 (2.480072736740112) | > loss_kl: 2.062744617462158 (2.003419406830319) | > loss_feat: 6.970160484313965 (6.960588220566038) | > loss_mel: 17.59677505493164 (17.459116395819123) | > loss_duration: 2.09556245803833 (2.017378240035325) | > loss_1: 31.32410430908203 (30.920574965300382) | > grad_norm_1: tensor(224.6890, device='cuda:0') (tensor(192.7909, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.3931 (0.3695905284276084) | > loader_time: 0.0047 (0.003804831277756464)  --> TIME: 2024-06-11 20:27:16 -- STEP: 214/330 -- GLOBAL_STEP: 306675 | > loss_disc: 2.4201135635375977 (2.367180856588845) | > loss_disc_real_0: 0.11041252315044403 (0.11592798175238003) | > loss_disc_real_1: 0.2218206822872162 (0.1974782744579226) | > loss_disc_real_2: 0.24371720850467682 (0.2119183036907811) | > loss_disc_real_3: 0.21020188927650452 (0.22952060972418742) | > loss_disc_real_4: 0.23509430885314941 (0.23261987564162673) | > loss_disc_real_5: 0.23068253695964813 (0.22445420969590962) | > loss_0: 2.4201135635375977 (2.367180856588845) | > grad_norm_0: tensor(12.9031, device='cuda:0') (tensor(18.4644, device='cuda:0')) | > loss_gen: 2.5874061584472656 (2.4831263283702802) | > loss_kl: 1.9785748720169067 (2.0074705938312483) | > loss_feat: 6.801030158996582 (6.964081329720043) | > loss_mel: 17.017545700073242 (17.446203900274824) | > loss_duration: 2.1147491931915283 (2.025253242978425) | > loss_1: 30.499305725097656 (30.926135384033774) | > grad_norm_1: tensor(475.0811, device='cuda:0') (tensor(210.9771, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.417 (0.3729821098185031) | > loader_time: 0.005 (0.003926371859612867)  --> TIME: 2024-06-11 20:27:27 -- STEP: 239/330 -- GLOBAL_STEP: 306700 | > loss_disc: 2.258289098739624 (2.367884819477672) | > loss_disc_real_0: 0.07824915647506714 (0.11672274397382178) | > loss_disc_real_1: 0.19644880294799805 (0.19758138839919198) | > loss_disc_real_2: 0.19063156843185425 (0.21165727795916123) | > loss_disc_real_3: 0.23749855160713196 (0.22927746482224645) | > loss_disc_real_4: 0.25274235010147095 (0.232634741018008) | > loss_disc_real_5: 0.269104540348053 (0.22439360387903876) | > loss_0: 2.258289098739624 (2.367884819477672) | > grad_norm_0: tensor(65.5766, device='cuda:0') (tensor(20.9755, device='cuda:0')) | > loss_gen: 2.606673240661621 (2.48836324404473) | > loss_kl: 1.939442753791809 (2.009063043853727) | > loss_feat: 7.828206539154053 (6.97972715250119) | > loss_mel: 18.311737060546875 (17.40886820709355) | > loss_duration: 2.0669007301330566 (2.033848441794327) | > loss_1: 32.75296401977539 (30.919870065345926) | > grad_norm_1: tensor(427.9175, device='cuda:0') (tensor(230.1314, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.4286 (0.37823050890008775) | > loader_time: 0.005 (0.004064921055877557)  --> TIME: 2024-06-11 20:27:38 -- STEP: 264/330 -- GLOBAL_STEP: 306725 | > loss_disc: 2.4495432376861572 (2.3688996650955896) | > loss_disc_real_0: 0.11530576646327972 (0.11772827186029065) | > loss_disc_real_1: 0.19823209941387177 (0.1979183257190567) | > loss_disc_real_2: 0.21293210983276367 (0.2122352190428611) | > loss_disc_real_3: 0.23846490681171417 (0.2291859653072827) | > loss_disc_real_4: 0.23201480507850647 (0.23195988809069) | > loss_disc_real_5: 0.23226743936538696 (0.22353607788681984) | > loss_0: 2.4495432376861572 (2.3688996650955896) | > grad_norm_0: tensor(12.7166, device='cuda:0') (tensor(22.7874, device='cuda:0')) | > loss_gen: 2.3921334743499756 (2.4895206798206666) | > loss_kl: 2.201857566833496 (2.0142334004243203) | > loss_feat: 6.6380934715271 (6.9957431139368) | > loss_mel: 16.390363693237305 (17.37377036701548) | > loss_duration: 2.1566452980041504 (2.041625389998609) | > loss_1: 29.77909278869629 (30.914892926360622) | > grad_norm_1: tensor(168.2060, device='cuda:0') (tensor(248.0430, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.4547 (0.38342423059723596) | > loader_time: 0.0062 (0.004209739692283398)  --> TIME: 2024-06-11 20:27:49 -- STEP: 289/330 -- GLOBAL_STEP: 306750 | > loss_disc: 2.4490561485290527 (2.3707013691172887) | > loss_disc_real_0: 0.08723466098308563 (0.11863884035897503) | > loss_disc_real_1: 0.1788734793663025 (0.1977859482839446) | > loss_disc_real_2: 0.19065965712070465 (0.21231964555372415) | > loss_disc_real_3: 0.27936965227127075 (0.22965857716580163) | > loss_disc_real_4: 0.2535128891468048 (0.23200242107920993) | > loss_disc_real_5: 0.26512736082077026 (0.22340011813236355) | > loss_0: 2.4490561485290527 (2.3707013691172887) | > grad_norm_0: tensor(33.3506, device='cuda:0') (tensor(23.9915, device='cuda:0')) | > loss_gen: 2.615978479385376 (2.4883187897890067) | > loss_kl: 2.0234127044677734 (2.0144528847664684) | > loss_feat: 7.137324810028076 (7.008408505198864) | > loss_mel: 16.576072692871094 (17.32885126424083) | > loss_duration: 2.203946113586426 (2.051342759165385) | > loss_1: 30.55673599243164 (30.89137419202336) | > grad_norm_1: tensor(474.5638, device='cuda:0') (tensor(261.7915, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.4548 (0.3889683794397795) | > loader_time: 0.0069 (0.004362819104046146)  --> TIME: 2024-06-11 20:28:02 -- STEP: 314/330 -- GLOBAL_STEP: 306775 | > loss_disc: 2.364006280899048 (2.375281889727163) | > loss_disc_real_0: 0.14892679452896118 (0.12098938022639341) | > loss_disc_real_1: 0.23795472085475922 (0.19821903987485132) | > loss_disc_real_2: 0.21229496598243713 (0.21230793601957848) | > loss_disc_real_3: 0.23077242076396942 (0.22945485064747986) | > loss_disc_real_4: 0.1767791509628296 (0.2327068639788658) | > loss_disc_real_5: 0.18693166971206665 (0.22462115697799975) | > loss_0: 2.364006280899048 (2.375281889727163) | > grad_norm_0: tensor(54.9844, device='cuda:0') (tensor(25.5790, device='cuda:0')) | > loss_gen: 2.4626433849334717 (2.4873242492129077) | > loss_kl: 1.9598432779312134 (2.0173642878319797) | > loss_feat: 7.745686054229736 (7.024100259610802) | > loss_mel: 16.756906509399414 (17.286302323553965) | > loss_duration: 2.2519736289978027 (2.06402614807627) | > loss_1: 31.177053451538086 (30.87911726714699) | > grad_norm_1: tensor(734.6080, device='cuda:0') (tensor(276.0412, device='cuda:0')) | > current_lr_0: 0.0001841153004509137 | > current_lr_1: 0.0001841153004509137 | > step_time: 0.5303 (0.3970227089657145) | > loader_time: 0.0073 (0.004548091797312355)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8186306953430176 (2.8186306953430176) | > loss_disc_real_0: 0.2466590404510498 (0.2466590404510498) | > loss_disc_real_1: 0.276210218667984 (0.276210218667984) | > loss_disc_real_2: 0.23638759553432465 (0.23638759553432465) | > loss_disc_real_3: 0.34906673431396484 (0.34906673431396484) | > loss_disc_real_4: 0.3109699785709381 (0.3109699785709381) | > loss_disc_real_5: 0.2948678433895111 (0.2948678433895111) | > loss_0: 2.8186306953430176 (2.8186306953430176) | > loss_gen: 2.379244327545166 (2.379244327545166) | > loss_kl: 2.306837320327759 (2.306837320327759) | > loss_feat: 4.274226665496826 (4.274226665496826) | > loss_mel: 14.56690788269043 (14.56690788269043) | > loss_duration: 3.011190891265869 (3.011190891265869) | > loss_1: 26.538406372070312 (26.538406372070312)  --> STEP: 1 | > loss_disc: 2.343270778656006 (2.343270778656006) | > loss_disc_real_0: 0.07007619738578796 (0.07007619738578796) | > loss_disc_real_1: 0.2785260081291199 (0.2785260081291199) | > loss_disc_real_2: 0.2529657781124115 (0.2529657781124115) | > loss_disc_real_3: 0.31593915820121765 (0.31593915820121765) | > loss_disc_real_4: 0.2580485939979553 (0.2580485939979553) | > loss_disc_real_5: 0.1933000683784485 (0.1933000683784485) | > loss_0: 2.343270778656006 (2.343270778656006) | > loss_gen: 2.51171875 (2.51171875) | > loss_kl: 3.040191411972046 (3.040191411972046) | > loss_feat: 5.999966144561768 (5.999966144561768) | > loss_mel: 19.306007385253906 (19.306007385253906) | > loss_duration: 2.415421724319458 (2.415421724319458) | > loss_1: 33.2733039855957 (33.2733039855957)  --> STEP: 2 | > loss_disc: 2.327232837677002 (2.335251808166504) | > loss_disc_real_0: 0.08892964571714401 (0.07950292155146599) | > loss_disc_real_1: 0.2343488484621048 (0.25643742829561234) | > loss_disc_real_2: 0.2401735782623291 (0.2465696781873703) | > loss_disc_real_3: 0.2695702314376831 (0.2927546948194504) | > loss_disc_real_4: 0.25072231888771057 (0.25438545644283295) | > loss_disc_real_5: 0.18749038875102997 (0.19039522856473923) | > loss_0: 2.327232837677002 (2.335251808166504) | > loss_gen: 2.528947114944458 (2.520332932472229) | > loss_kl: 2.886171340942383 (2.9631813764572144) | > loss_feat: 5.654972076416016 (5.827469110488892) | > loss_mel: 17.52080726623535 (18.41340732574463) | > loss_duration: 2.441336154937744 (2.428378939628601) | > loss_1: 31.03223419189453 (32.15276908874512)  --> STEP: 3 | > loss_disc: 2.1048738956451416 (2.2584591706593833) | > loss_disc_real_0: 0.04304532706737518 (0.06735039005676906) | > loss_disc_real_1: 0.1683797687292099 (0.22708487510681152) | > loss_disc_real_2: 0.20321159064769745 (0.23211698234081268) | > loss_disc_real_3: 0.312158465385437 (0.2992226183414459) | > loss_disc_real_4: 0.22577203810214996 (0.24484765032927194) | > loss_disc_real_5: 0.27445125579833984 (0.21841390430927277) | > loss_0: 2.1048738956451416 (2.2584591706593833) | > loss_gen: 2.869417428970337 (2.6366944313049316) | > loss_kl: 3.4107987880706787 (3.112387180328369) | > loss_feat: 8.033591270446777 (6.5628431638081866) | > loss_mel: 17.69277000427246 (18.173194885253906) | > loss_duration: 2.3831839561462402 (2.413313945134481) | > loss_1: 34.38976287841797 (32.898433685302734)  --> STEP: 4 | > loss_disc: 2.2180471420288086 (2.2483561635017395) | > loss_disc_real_0: 0.0947822853922844 (0.07420836389064789) | > loss_disc_real_1: 0.1642829328775406 (0.2113843895494938) | > loss_disc_real_2: 0.19008897244930267 (0.22160997986793518) | > loss_disc_real_3: 0.27607327699661255 (0.2934352830052376) | > loss_disc_real_4: 0.24935582280158997 (0.24597469344735146) | > loss_disc_real_5: 0.22179988026618958 (0.21926039829850197) | > loss_0: 2.2180471420288086 (2.2483561635017395) | > loss_gen: 2.4617221355438232 (2.5929513573646545) | > loss_kl: 3.8372855186462402 (3.293611764907837) | > loss_feat: 7.755674839019775 (6.861051082611084) | > loss_mel: 18.33207893371582 (18.212915897369385) | > loss_duration: 2.329103708267212 (2.3922613859176636) | > loss_1: 34.71586608886719 (33.35279178619385)  --> STEP: 5 | > loss_disc: 2.488050699234009 (2.2962950706481933) | > loss_disc_real_0: 0.18696969747543335 (0.09676063060760498) | > loss_disc_real_1: 0.24458155035972595 (0.21802382171154022) | > loss_disc_real_2: 0.2033984661102295 (0.21796767711639403) | > loss_disc_real_3: 0.31031298637390137 (0.2968108236789703) | > loss_disc_real_4: 0.2683599293231964 (0.25045174062252046) | > loss_disc_real_5: 0.23914316296577454 (0.22323695123195647) | > loss_0: 2.488050699234009 (2.2962950706481933) | > loss_gen: 2.457962989807129 (2.5659536838531496) | > loss_kl: 3.399336576461792 (3.314756727218628) | > loss_feat: 5.467715740203857 (6.582384014129639) | > loss_mel: 19.336246490478516 (18.43758201599121) | > loss_duration: 2.3164796829223633 (2.3771050453186033) | > loss_1: 32.97774124145508 (33.2777816772461)  --> STEP: 6 | > loss_disc: 2.703719139099121 (2.364199082056681) | > loss_disc_real_0: 0.14369803667068481 (0.10458353161811829) | > loss_disc_real_1: 0.16940131783485413 (0.20992007106542587) | > loss_disc_real_2: 0.27556610107421875 (0.22756741444269815) | > loss_disc_real_3: 0.32397040724754333 (0.30133742094039917) | > loss_disc_real_4: 0.3318931460380554 (0.2640253081917763) | > loss_disc_real_5: 0.3090955913066864 (0.2375467245777448) | > loss_0: 2.703719139099121 (2.364199082056681) | > loss_gen: 2.1848623752593994 (2.502438465754191) | > loss_kl: 3.1546037197113037 (3.2880645593007407) | > loss_feat: 5.147541046142578 (6.343243519465129) | > loss_mel: 17.310333251953125 (18.249707221984863) | > loss_duration: 2.206110954284668 (2.3486060301462808) | > loss_1: 30.00345230102539 (32.73206011454264)  --> STEP: 7 | > loss_disc: 2.5154786109924316 (2.385810443333217) | > loss_disc_real_0: 0.09108985215425491 (0.10265586312328066) | > loss_disc_real_1: 0.25529202818870544 (0.21640177922589438) | > loss_disc_real_2: 0.2105512171983719 (0.22513652912208013) | > loss_disc_real_3: 0.317196786403656 (0.3036030445780073) | > loss_disc_real_4: 0.2954927384853363 (0.26852065537657055) | > loss_disc_real_5: 0.2720773220062256 (0.24247966706752777) | > loss_0: 2.5154786109924316 (2.385810443333217) | > loss_gen: 2.55474853515625 (2.5099113328116283) | > loss_kl: 3.8925671577453613 (3.374422073364258) | > loss_feat: 5.523245334625244 (6.226100921630859) | > loss_mel: 15.506580352783203 (17.857831954956055) | > loss_duration: 2.4965438842773438 (2.3697400093078613) | > loss_1: 29.97368621826172 (32.33800670078823)  --> STEP: 8 | > loss_disc: 2.3986124992370605 (2.3874107003211975) | > loss_disc_real_0: 0.19655734300613403 (0.11439354810863733) | > loss_disc_real_1: 0.21704928576946259 (0.2164827175438404) | > loss_disc_real_2: 0.18936924636363983 (0.22066561877727509) | > loss_disc_real_3: 0.2848007082939148 (0.3012527525424957) | > loss_disc_real_4: 0.2885374128818512 (0.27102275006473064) | > loss_disc_real_5: 0.2621079385280609 (0.2449332010000944) | > loss_0: 2.3986124992370605 (2.3874107003211975) | > loss_gen: 2.5729336738586426 (2.517789125442505) | > loss_kl: 3.2467939853668213 (3.3584685623645782) | > loss_feat: 8.73802661895752 (6.540091633796692) | > loss_mel: 16.602697372436523 (17.700940132141113) | > loss_duration: 2.234938621520996 (2.352889835834503) | > loss_1: 33.395389556884766 (32.47017955780029)  --> STEP: 9 | > loss_disc: 2.6555464267730713 (2.4172035588158503) | > loss_disc_real_0: 0.20352135598659515 (0.12429663787285487) | > loss_disc_real_1: 0.20021316409111023 (0.21467498938242593) | > loss_disc_real_2: 0.19310085475444794 (0.21760286721918318) | > loss_disc_real_3: 0.24765044450759888 (0.2952969405386183) | > loss_disc_real_4: 0.30561918020248413 (0.27486679785781437) | > loss_disc_real_5: 0.28236567974090576 (0.249092365304629) | > loss_0: 2.6555464267730713 (2.4172035588158503) | > loss_gen: 2.341766834259033 (2.4982310930887857) | > loss_kl: 2.8134982585906982 (3.297916306389703) | > loss_feat: 9.518611907958984 (6.871038330925836) | > loss_mel: 18.62394905090332 (17.803496678670246) | > loss_duration: 2.133842945098877 (2.3285512924194336) | > loss_1: 35.43166732788086 (32.799233754475914)  --> STEP: 10 | > loss_disc: 2.487715005874634 (2.4242547035217283) | > loss_disc_real_0: 0.1561492681503296 (0.12748190090060235) | > loss_disc_real_1: 0.2693786919116974 (0.2201453596353531) | > loss_disc_real_2: 0.25008049607276917 (0.22085063010454178) | > loss_disc_real_3: 0.282509982585907 (0.29401824474334715) | > loss_disc_real_4: 0.28447258472442627 (0.27582737654447553) | > loss_disc_real_5: 0.3282034993171692 (0.257003478705883) | > loss_0: 2.487715005874634 (2.4242547035217283) | > loss_gen: 2.721324920654297 (2.520540475845337) | > loss_kl: 3.00518798828125 (3.2686434745788575) | > loss_feat: 5.288233280181885 (6.71275782585144) | > loss_mel: 17.337533950805664 (17.75690040588379) | > loss_duration: 2.350489854812622 (2.3307451486587523) | > loss_1: 30.702770233154297 (32.58958740234375)  --> STEP: 11 | > loss_disc: 2.3761146068573 (2.4198783310976895) | > loss_disc_real_0: 0.08675433695316315 (0.12377939508719878) | > loss_disc_real_1: 0.23430101573467255 (0.22143223746256394) | > loss_disc_real_2: 0.24044424295425415 (0.2226318676363338) | > loss_disc_real_3: 0.31216955184936523 (0.295668363571167) | > loss_disc_real_4: 0.29125261306762695 (0.27722967077385297) | > loss_disc_real_5: 0.2621486783027649 (0.2574712241237814) | > loss_0: 2.3761146068573 (2.4198783310976895) | > loss_gen: 2.6440541744232178 (2.5317689938978716) | > loss_kl: 3.5286941528320312 (3.292284445329146) | > loss_feat: 6.730539798736572 (6.714374368840998) | > loss_mel: 17.019943237304688 (17.689904299649324) | > loss_duration: 2.565290927886963 (2.3520674922249536) | > loss_1: 32.488521575927734 (32.5803995999423)  --> STEP: 12 | > loss_disc: 2.393934488296509 (2.4177163441975913) | > loss_disc_real_0: 0.16235709190368652 (0.12699420315523943) | > loss_disc_real_1: 0.1918635368347168 (0.21896817907691002) | > loss_disc_real_2: 0.25787678360939026 (0.22556894396742186) | > loss_disc_real_3: 0.31640738248825073 (0.29739661514759064) | > loss_disc_real_4: 0.27552330493927 (0.277087473620971) | > loss_disc_real_5: 0.20580202341079712 (0.25316545739769936) | > loss_0: 2.393934488296509 (2.4177163441975913) | > loss_gen: 2.5263919830322266 (2.5313209096590676) | > loss_kl: 2.383260488510132 (3.2165324489275613) | > loss_feat: 5.576545715332031 (6.619555314381917) | > loss_mel: 16.62411880493164 (17.601088841756184) | > loss_duration: 2.244875431060791 (2.3431348204612736) | > loss_1: 29.355192184448242 (32.31163231531779)  --> STEP: 13 | > loss_disc: 2.440664291381836 (2.4194815709040713) | > loss_disc_real_0: 0.11022691428661346 (0.12570441170380667) | > loss_disc_real_1: 0.1696661114692688 (0.2151757123378607) | > loss_disc_real_2: 0.24885685741901398 (0.22736032192523664) | > loss_disc_real_3: 0.34780341386795044 (0.30127406120300293) | > loss_disc_real_4: 0.21386881172657013 (0.27222449962909406) | > loss_disc_real_5: 0.15274682641029358 (0.24544094732174507) | > loss_0: 2.440664291381836 (2.4194815709040713) | > loss_gen: 2.4004411697387695 (2.5212532373575063) | > loss_kl: 3.5475106239318848 (3.2419923085432787) | > loss_feat: 8.355693817138672 (6.753104429978591) | > loss_mel: 16.88153076171875 (17.545738220214844) | > loss_duration: 2.3444557189941406 (2.343236428040725) | > loss_1: 33.529632568359375 (32.40532464247484)  --> STEP: 14 | > loss_disc: 2.458775520324707 (2.422288281576974) | > loss_disc_real_0: 0.18231332302093506 (0.12974790536931585) | > loss_disc_real_1: 0.1826503872871399 (0.21285247483423778) | > loss_disc_real_2: 0.1751023679971695 (0.2236276109303747) | > loss_disc_real_3: 0.29074886441230774 (0.300522261432239) | > loss_disc_real_4: 0.3217247724533081 (0.2757602334022522) | > loss_disc_real_5: 0.2707764208316803 (0.24725062400102615) | > loss_0: 2.458775520324707 (2.422288281576974) | > loss_gen: 2.5129549503326416 (2.520660502570016) | > loss_kl: 2.992039680480957 (3.22413854939597) | > loss_feat: 5.440855026245117 (6.659372329711914) | > loss_mel: 16.949121475219727 (17.50312273842948) | > loss_duration: 2.3799617290496826 (2.345859663827079) | > loss_1: 30.274930953979492 (32.25315366472517)  --> STEP: 15 | > loss_disc: 2.3951241970062256 (2.420477342605591) | > loss_disc_real_0: 0.1508232057094574 (0.13115292539199197) | > loss_disc_real_1: 0.19811522960662842 (0.21186999181906382) | > loss_disc_real_2: 0.2034376561641693 (0.222281613945961) | > loss_disc_real_3: 0.3514566421508789 (0.30391788681348164) | > loss_disc_real_4: 0.31092607975006104 (0.27810462315877277) | > loss_disc_real_5: 0.24719053506851196 (0.24724661807219186) | > loss_0: 2.3951241970062256 (2.420477342605591) | > loss_gen: 2.658968925476074 (2.529881064097087) | > loss_kl: 3.427623987197876 (3.2377042452494305) | > loss_feat: 7.431713104248047 (6.7108617146809895) | > loss_mel: 18.20848274230957 (17.550146738688152) | > loss_duration: 2.3895654678344727 (2.3487733840942386) | > loss_1: 34.11635208129883 (32.377366892496745)  --> STEP: 16 | > loss_disc: 2.768810272216797 (2.442248150706291) | > loss_disc_real_0: 0.16498777270317078 (0.13326760334894064) | > loss_disc_real_1: 0.2060209959745407 (0.21150442957878113) | > loss_disc_real_2: 0.3424645960330963 (0.22979305032640696) | > loss_disc_real_3: 0.35244083404541016 (0.3069505710154772) | > loss_disc_real_4: 0.26305779814720154 (0.2771641965955496) | > loss_disc_real_5: 0.19354434311389923 (0.24389022588729858) | > loss_0: 2.768810272216797 (2.442248150706291) | > loss_gen: 2.4516382217407227 (2.524990886449814) | > loss_kl: 3.069694757461548 (3.2272036522626877) | > loss_feat: 8.541176795959473 (6.825256407260895) | > loss_mel: 18.315256118774414 (17.597966074943542) | > loss_duration: 2.36662220954895 (2.349888935685158) | > loss_1: 34.744388580322266 (32.52530574798584)  --> STEP: 17 | > loss_disc: 2.4973273277282715 (2.4454881022958195) | > loss_disc_real_0: 0.18119800090789795 (0.13608703849946754) | > loss_disc_real_1: 0.2992934584617615 (0.2166684901013094) | > loss_disc_real_2: 0.2037765383720398 (0.2282626672702677) | > loss_disc_real_3: 0.27971577644348145 (0.305348524275948) | > loss_disc_real_4: 0.26334676146507263 (0.2763514062937568) | > loss_disc_real_5: 0.2580506205558777 (0.24472319027956793) | > loss_0: 2.4973273277282715 (2.4454881022958195) | > loss_gen: 2.468721389770508 (2.5216809160569134) | > loss_kl: 2.3194918632507324 (3.1738088411443375) | > loss_feat: 4.560798645019531 (6.692053009481991) | > loss_mel: 16.349580764770508 (17.524531644933365) | > loss_duration: 2.4457831382751465 (2.355529771131628) | > loss_1: 28.144376754760742 (32.26760404250201)  --> STEP: 18 | > loss_disc: 2.182116746902466 (2.430856360329522) | > loss_disc_real_0: 0.14372654259204865 (0.13651145539349982) | > loss_disc_real_1: 0.1618531197309494 (0.2136231917474005) | > loss_disc_real_2: 0.13112103939056396 (0.22286591016583973) | > loss_disc_real_3: 0.24030762910842896 (0.30173514121108586) | > loss_disc_real_4: 0.3095621168613434 (0.27819644576973385) | > loss_disc_real_5: 0.14298611879348755 (0.23907113075256348) | > loss_0: 2.182116746902466 (2.430856360329522) | > loss_gen: 2.6677772998809814 (2.5297973818249173) | > loss_kl: 2.2364611625671387 (3.121733970112271) | > loss_feat: 8.801424980163574 (6.809240341186523) | > loss_mel: 18.772140502929688 (17.59384324815538) | > loss_duration: 2.2100296020507812 (2.3474464284049144) | > loss_1: 34.68783187866211 (32.4020611445109)  --> STEP: 19 | > loss_disc: 2.672783374786377 (2.443589361090409) | > loss_disc_real_0: 0.1732892543077469 (0.13844712902056547) | > loss_disc_real_1: 0.24411745369434357 (0.21522815290250277) | > loss_disc_real_2: 0.22266647219657898 (0.22285541343061546) | > loss_disc_real_3: 0.3452904522418976 (0.3040275260021812) | > loss_disc_real_4: 0.2907317876815796 (0.2788562006071994) | > loss_disc_real_5: 0.30999061465263367 (0.24280373516835665) | > loss_0: 2.672783374786377 (2.443589361090409) | > loss_gen: 2.374375581741333 (2.521617287083676) | > loss_kl: 2.2817108631134033 (3.0775222276386462) | > loss_feat: 4.448493957519531 (6.68499053151984) | > loss_mel: 15.184148788452148 (17.467017223960475) | > loss_duration: 2.3650832176208496 (2.348374680468911) | > loss_1: 26.653812408447266 (32.09952173734966)  --> STEP: 20 | > loss_disc: 2.626011610031128 (2.4527104735374445) | > loss_disc_real_0: 0.13544729351997375 (0.13829713724553588) | > loss_disc_real_1: 0.16480758786201477 (0.21270712465047836) | > loss_disc_real_2: 0.21816544234752655 (0.22262091487646102) | > loss_disc_real_3: 0.3042440116405487 (0.3040383502840996) | > loss_disc_real_4: 0.2613106966018677 (0.2779789254069328) | > loss_disc_real_5: 0.21996459364891052 (0.24166177809238434) | > loss_0: 2.626011610031128 (2.4527104735374445) | > loss_gen: 1.98805832862854 (2.4949393391609194) | > loss_kl: 2.381265640258789 (3.042709398269653) | > loss_feat: 5.158192157745361 (6.6086506128311155) | > loss_mel: 14.529507637023926 (17.320141744613647) | > loss_duration: 2.2496414184570312 (2.3434380173683174) | > loss_1: 26.306665420532227 (31.80987892150879)  --> STEP: 21 | > loss_disc: 2.5754175186157227 (2.4585536661602196) | > loss_disc_real_0: 0.16884765028953552 (0.13975192358096444) | > loss_disc_real_1: 0.2410285472869873 (0.21405576382364547) | > loss_disc_real_2: 0.29550355672836304 (0.22609151686940873) | > loss_disc_real_3: 0.3566719591617584 (0.30654471261160715) | > loss_disc_real_4: 0.2976032495498657 (0.27891341703278677) | > loss_disc_real_5: 0.28104910254478455 (0.24353736497107006) | > loss_0: 2.5754175186157227 (2.4585536661602196) | > loss_gen: 2.7917733192443848 (2.5090742905934653) | > loss_kl: 3.0456972122192383 (3.0428516751243952) | > loss_feat: 5.254648685455322 (6.544174330575125) | > loss_mel: 16.087024688720703 (17.26142188480922) | > loss_duration: 2.1343326568603516 (2.3334806192488906) | > loss_1: 29.3134765625 (31.691002618698846)  --> STEP: 22 | > loss_disc: 2.3567967414855957 (2.4539283514022823) | > loss_disc_real_0: 0.1927718073129654 (0.1421619182960554) | > loss_disc_real_1: 0.17563965916633606 (0.2123095772483132) | > loss_disc_real_2: 0.22495652735233307 (0.2260399264368144) | > loss_disc_real_3: 0.24323774874210358 (0.30366712334481155) | > loss_disc_real_4: 0.18469387292861938 (0.27463071048259735) | > loss_disc_real_5: 0.1790221482515335 (0.24060485512018204) | > loss_0: 2.3567967414855957 (2.4539283514022823) | > loss_gen: 2.2357521057128906 (2.496650554917075) | > loss_kl: 2.116255521774292 (3.000733668153936) | > loss_feat: 8.196428298950195 (6.619276783683083) | > loss_mel: 20.034324645996094 (17.387462919408623) | > loss_duration: 2.1570773124694824 (2.325462287122554) | > loss_1: 34.739837646484375 (31.829586029052734)  --> STEP: 23 | > loss_disc: 2.3389267921447754 (2.4489282836084776) | > loss_disc_real_0: 0.12034279108047485 (0.14121326059103015) | > loss_disc_real_1: 0.17996452748775482 (0.2109032707369846) | > loss_disc_real_2: 0.2503950595855713 (0.22709884526936905) | > loss_disc_real_3: 0.33736732602119446 (0.30513234954813256) | > loss_disc_real_4: 0.2714071571826935 (0.2744905559912972) | > loss_disc_real_5: 0.2530365288257599 (0.24114536267259848) | > loss_0: 2.3389267921447754 (2.4489282836084776) | > loss_gen: 2.6186342239379883 (2.5019541927005933) | > loss_kl: 3.021117925643921 (3.0016199402187183) | > loss_feat: 7.931394577026367 (6.676325383393661) | > loss_mel: 16.87763214111328 (17.365296363830563) | > loss_duration: 2.2730846405029297 (2.323184998139092) | > loss_1: 32.72186279296875 (31.868380670962125)  --> STEP: 24 | > loss_disc: 2.5177693367004395 (2.4517966608206425) | > loss_disc_real_0: 0.09962514042854309 (0.13948042225092652) | > loss_disc_real_1: 0.2828185558319092 (0.2138997409492731) | > loss_disc_real_2: 0.25695592164993286 (0.2283428901185592) | > loss_disc_real_3: 0.3738345205783844 (0.30799494000772637) | > loss_disc_real_4: 0.2706936299800873 (0.2743323507408301) | > loss_disc_real_5: 0.22856326401233673 (0.24062110856175423) | > loss_0: 2.5177693367004395 (2.4517966608206425) | > loss_gen: 2.5229382514953613 (2.502828528483709) | > loss_kl: 2.89274001121521 (2.9970832765102386) | > loss_feat: 5.453216552734375 (6.625362515449524) | > loss_mel: 17.301048278808594 (17.362619360287983) | > loss_duration: 2.4216232299804688 (2.327286591132483) | > loss_1: 30.59156608581543 (31.81518006324768)  --> STEP: 25 | > loss_disc: 2.540046215057373 (2.4553266429901117) | > loss_disc_real_0: 0.11860339343547821 (0.1386453410983086) | > loss_disc_real_1: 0.27338114380836487 (0.2162789970636368) | > loss_disc_real_2: 0.2778817415237427 (0.23032444417476655) | > loss_disc_real_3: 0.26408812403678894 (0.30623866736888883) | > loss_disc_real_4: 0.2578156292438507 (0.2736716818809509) | > loss_disc_real_5: 0.22280852496623993 (0.23990860521793367) | > loss_0: 2.540046215057373 (2.4553266429901117) | > loss_gen: 2.2984557151794434 (2.4946536159515382) | > loss_kl: 2.577348470687866 (2.980293884277344) | > loss_feat: 6.132936477661133 (6.6056654739379885) | > loss_mel: 14.508443832397461 (17.248452339172363) | > loss_duration: 2.3703622817993164 (2.3290096187591565) | > loss_1: 27.88754653930664 (31.65807472229004)  --> STEP: 26 | > loss_disc: 3.2187530994415283 (2.484689199007474) | > loss_disc_real_0: 0.32919076085090637 (0.1459740110887931) | > loss_disc_real_1: 0.19235020875930786 (0.21535865905193183) | > loss_disc_real_2: 0.1667875200510025 (0.22788071632385254) | > loss_disc_real_3: 0.3319203853607178 (0.3072264257531899) | > loss_disc_real_4: 0.2951925992965698 (0.27449940947385937) | > loss_disc_real_5: 0.2595629096031189 (0.24066454000197923) | > loss_0: 3.2187530994415283 (2.484689199007474) | > loss_gen: 2.0205209255218506 (2.476417743242704) | > loss_kl: 2.6018662452697754 (2.965738975084745) | > loss_feat: 10.822091102600098 (6.767835690424993) | > loss_mel: 18.957544326782227 (17.314186646388126) | > loss_duration: 2.297396183013916 (2.3277937173843393) | > loss_1: 36.69941711425781 (31.851972506596493) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026495640094463635 (+0.00030304835392878536) | > avg_loss_disc: 2.484689199007474 (-0.06101001225985048) | > avg_loss_disc_real_0: 0.1459740110887931 (-0.03936600398558837) | > avg_loss_disc_real_1: 0.21535865905193183 (+0.005779772423780888) | > avg_loss_disc_real_2: 0.22788071632385254 (-0.005387916587866276) | > avg_loss_disc_real_3: 0.3072264257531899 (+0.07120254750435165) | > avg_loss_disc_real_4: 0.27449940947385937 (+0.03822183780945265) | > avg_loss_disc_real_5: 0.24066454000197923 (+0.001245703834753753) | > avg_loss_0: 2.484689199007474 (-0.06101001225985048) | > avg_loss_gen: 2.476417743242704 (+0.1889218825560346) | > avg_loss_kl: 2.965738975084745 (-0.07757744422325707) | > avg_loss_feat: 6.767835690424993 (+0.005471688050490364) | > avg_loss_mel: 17.314186646388126 (-0.2528047561645508) | > avg_loss_duration: 2.3277937173843393 (+0.014582652312058908) | > avg_loss_1: 31.851972506596493 (-0.12140670189490521)  > EPOCH: 663/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:28:30)   --> TIME: 2024-06-11 20:28:34 -- STEP: 9/330 -- GLOBAL_STEP: 306800 | > loss_disc: 2.2810189723968506 (2.3215351369645862) | > loss_disc_real_0: 0.08698846399784088 (0.10814898212750752) | > loss_disc_real_1: 0.1680065244436264 (0.19043344590399) | > loss_disc_real_2: 0.19552434980869293 (0.205087853802575) | > loss_disc_real_3: 0.23140521347522736 (0.23565571506818137) | > loss_disc_real_4: 0.22502350807189941 (0.24047942128446367) | > loss_disc_real_5: 0.2221602350473404 (0.2279687457614475) | > loss_0: 2.2810189723968506 (2.3215351369645862) | > grad_norm_0: tensor(5.2090, device='cuda:0') (tensor(7.7908, device='cuda:0')) | > loss_gen: 2.4882781505584717 (2.483418994479709) | > loss_kl: 2.034095048904419 (1.9342825412750244) | > loss_feat: 7.030191898345947 (6.824812359280056) | > loss_mel: 18.239604949951172 (17.919882668389214) | > loss_duration: 2.0609781742095947 (2.1284530427720814) | > loss_1: 31.853147506713867 (31.290848837958443) | > grad_norm_1: tensor(89.5504, device='cuda:0') (tensor(131.9240, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3614 (0.376572052637736) | > loader_time: 0.0028 (0.0033122963375515407)  --> TIME: 2024-06-11 20:28:44 -- STEP: 34/330 -- GLOBAL_STEP: 306825 | > loss_disc: 2.2818527221679688 (2.3415223850923432) | > loss_disc_real_0: 0.12531277537345886 (0.10660333427436211) | > loss_disc_real_1: 0.1893385946750641 (0.19912000701707952) | > loss_disc_real_2: 0.20188403129577637 (0.21048184045973947) | > loss_disc_real_3: 0.23250359296798706 (0.22884436959729476) | > loss_disc_real_4: 0.23307782411575317 (0.2325526063933092) | > loss_disc_real_5: 0.23384533822536469 (0.223370480186799) | > loss_0: 2.2818527221679688 (2.3415223850923432) | > grad_norm_0: tensor(10.0190, device='cuda:0') (tensor(9.4737, device='cuda:0')) | > loss_gen: 2.6688079833984375 (2.4862930213703827) | > loss_kl: 2.0700020790100098 (1.9022305958411272) | > loss_feat: 7.7701873779296875 (6.907650849398444) | > loss_mel: 17.9394474029541 (17.618906021118164) | > loss_duration: 2.0029568672180176 (2.0311548464438496) | > loss_1: 32.45140075683594 (30.946235376245834) | > grad_norm_1: tensor(104.9490, device='cuda:0') (tensor(116.9609, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3507 (0.3684452070909388) | > loader_time: 0.0033 (0.0035099001491771024)  --> TIME: 2024-06-11 20:28:53 -- STEP: 59/330 -- GLOBAL_STEP: 306850 | > loss_disc: 2.243069887161255 (2.3297850924023127) | > loss_disc_real_0: 0.07901466637849808 (0.10799627195475466) | > loss_disc_real_1: 0.2045079916715622 (0.19726993067789886) | > loss_disc_real_2: 0.22849495708942413 (0.2084057083574392) | > loss_disc_real_3: 0.19540567696094513 (0.2271341454174559) | > loss_disc_real_4: 0.22560730576515198 (0.23024150931229026) | > loss_disc_real_5: 0.20543761551380157 (0.22149131712266953) | > loss_0: 2.243069887161255 (2.3297850924023127) | > grad_norm_0: tensor(5.1637, device='cuda:0') (tensor(8.3350, device='cuda:0')) | > loss_gen: 2.4903347492218018 (2.4851411762884106) | > loss_kl: 1.9130879640579224 (1.9183327707193665) | > loss_feat: 7.840651988983154 (7.021282664800094) | > loss_mel: 17.042604446411133 (17.540614984803273) | > loss_duration: 1.9704179763793945 (2.0094865701966373) | > loss_1: 31.257099151611328 (30.974858203176726) | > grad_norm_1: tensor(61.9569, device='cuda:0') (tensor(99.1094, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3565 (0.363693916191489) | > loader_time: 0.0035 (0.0034727120803574383)  --> TIME: 2024-06-11 20:29:02 -- STEP: 84/330 -- GLOBAL_STEP: 306875 | > loss_disc: 2.406390905380249 (2.3435155124891374) | > loss_disc_real_0: 0.14087724685668945 (0.1108736949307578) | > loss_disc_real_1: 0.1860540509223938 (0.19746437792976698) | > loss_disc_real_2: 0.2015301138162613 (0.20897045447712853) | > loss_disc_real_3: 0.22928713262081146 (0.2286304852792195) | > loss_disc_real_4: 0.22384315729141235 (0.23103501115526473) | > loss_disc_real_5: 0.22332324087619781 (0.22184627095148676) | > loss_0: 2.406390905380249 (2.3435155124891374) | > grad_norm_0: tensor(8.7324, device='cuda:0') (tensor(8.8378, device='cuda:0')) | > loss_gen: 2.4254841804504395 (2.4816005542164765) | > loss_kl: 1.8462589979171753 (1.9440304523422605) | > loss_feat: 6.70219087600708 (7.050675182115464) | > loss_mel: 17.544506072998047 (17.521458512260796) | > loss_duration: 2.0671372413635254 (2.0009072195915945) | > loss_1: 30.5855770111084 (30.998672008514404) | > grad_norm_1: tensor(81.4356, device='cuda:0') (tensor(95.7013, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3804 (0.366872543380374) | > loader_time: 0.0052 (0.0036011849130902973)  --> TIME: 2024-06-11 20:29:12 -- STEP: 109/330 -- GLOBAL_STEP: 306900 | > loss_disc: 2.3713889122009277 (2.345753744107868) | > loss_disc_real_0: 0.14845335483551025 (0.11302162399259183) | > loss_disc_real_1: 0.17792542278766632 (0.19681449781317228) | > loss_disc_real_2: 0.24268819391727448 (0.2090179413010221) | > loss_disc_real_3: 0.2499440610408783 (0.2285017326064066) | > loss_disc_real_4: 0.2550618350505829 (0.2324561565567594) | > loss_disc_real_5: 0.20204800367355347 (0.221856456694253) | > loss_0: 2.3713889122009277 (2.345753744107868) | > grad_norm_0: tensor(8.3284, device='cuda:0') (tensor(9.1571, device='cuda:0')) | > loss_gen: 2.4694082736968994 (2.478989216165806) | > loss_kl: 2.0506591796875 (1.9638945684520477) | > loss_feat: 6.437891483306885 (7.014875228251886) | > loss_mel: 16.882287979125977 (17.43077255389012) | > loss_duration: 1.9578866958618164 (2.001811280163056) | > loss_1: 29.798133850097656 (30.890342974881513) | > grad_norm_1: tensor(110.2985, device='cuda:0') (tensor(94.0617, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3671 (0.3678897236465314) | > loader_time: 0.0034 (0.003638685296434875)  --> TIME: 2024-06-11 20:29:21 -- STEP: 134/330 -- GLOBAL_STEP: 306925 | > loss_disc: 2.368403434753418 (2.3482615396158018) | > loss_disc_real_0: 0.09075105935335159 (0.11344318875848357) | > loss_disc_real_1: 0.21025794744491577 (0.1967072467972983) | > loss_disc_real_2: 0.20282875001430511 (0.2095212322562488) | > loss_disc_real_3: 0.24317286908626556 (0.22870742451788775) | > loss_disc_real_4: 0.20885315537452698 (0.2317027498537035) | > loss_disc_real_5: 0.21594810485839844 (0.22224447375802853) | > loss_0: 2.368403434753418 (2.3482615396158018) | > grad_norm_0: tensor(6.9644, device='cuda:0') (tensor(8.8790, device='cuda:0')) | > loss_gen: 2.3979668617248535 (2.4742460642287987) | > loss_kl: 1.864793300628662 (1.9704852157564305) | > loss_feat: 7.5333404541015625 (7.003494675479718) | > loss_mel: 17.690147399902344 (17.44204216572776) | > loss_duration: 2.017488718032837 (2.0052403718677927) | > loss_1: 31.50373649597168 (30.895508566899085) | > grad_norm_1: tensor(95.4880, device='cuda:0') (tensor(90.2303, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3947 (0.3705819382596372) | > loader_time: 0.0051 (0.0037516782532877)  --> TIME: 2024-06-11 20:29:31 -- STEP: 159/330 -- GLOBAL_STEP: 306950 | > loss_disc: 2.411421060562134 (2.354812010279242) | > loss_disc_real_0: 0.08157899975776672 (0.11456071904057977) | > loss_disc_real_1: 0.2090272158384323 (0.1960335671901703) | > loss_disc_real_2: 0.2166069746017456 (0.2105075597013317) | > loss_disc_real_3: 0.22983801364898682 (0.22951092763142017) | > loss_disc_real_4: 0.233101025223732 (0.2311700483163198) | > loss_disc_real_5: 0.23937863111495972 (0.22179679656928442) | > loss_0: 2.411421060562134 (2.354812010279242) | > grad_norm_0: tensor(26.4853, device='cuda:0') (tensor(10.7995, device='cuda:0')) | > loss_gen: 2.479963779449463 (2.474053927187651) | > loss_kl: 2.0071206092834473 (1.9792733394874718) | > loss_feat: 6.871260166168213 (7.0060784351900685) | > loss_mel: 17.38651466369629 (17.462790507190633) | > loss_duration: 2.023104667663574 (2.008422249518101) | > loss_1: 30.767963409423828 (30.930618514054977) | > grad_norm_1: tensor(316.3865, device='cuda:0') (tensor(110.5698, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3861 (0.373229076277535) | > loader_time: 0.005 (0.0038450648949581124)  --> TIME: 2024-06-11 20:29:41 -- STEP: 184/330 -- GLOBAL_STEP: 306975 | > loss_disc: 2.448258399963379 (2.3581073944983277) | > loss_disc_real_0: 0.1555635631084442 (0.116259615017992) | > loss_disc_real_1: 0.23255683481693268 (0.19626585807165373) | > loss_disc_real_2: 0.2521805465221405 (0.21074312795763425) | > loss_disc_real_3: 0.2455960363149643 (0.22975101743055426) | > loss_disc_real_4: 0.24076531827449799 (0.23137230256005473) | > loss_disc_real_5: 0.2726704478263855 (0.2224878016859293) | > loss_0: 2.448258399963379 (2.3581073944983277) | > grad_norm_0: tensor(32.4518, device='cuda:0') (tensor(11.7303, device='cuda:0')) | > loss_gen: 2.363276481628418 (2.4735474521699174) | > loss_kl: 1.9275275468826294 (1.9841853295979293) | > loss_feat: 7.0954976081848145 (6.998109908207603) | > loss_mel: 17.618507385253906 (17.456747158713963) | > loss_duration: 2.041618824005127 (2.014579717879711) | > loss_1: 31.046428680419922 (30.92716960285021) | > grad_norm_1: tensor(253.1411, device='cuda:0') (tensor(124.3638, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3929 (0.37591541331747313) | > loader_time: 0.0047 (0.003962455884270046)  --> TIME: 2024-06-11 20:29:52 -- STEP: 209/330 -- GLOBAL_STEP: 307000 | > loss_disc: 2.5706582069396973 (2.3597468417227) | > loss_disc_real_0: 0.13044124841690063 (0.11696750456779197) | > loss_disc_real_1: 0.2066763937473297 (0.19664139133035852) | > loss_disc_real_2: 0.15887141227722168 (0.21047757594494154) | > loss_disc_real_3: 0.24014700949192047 (0.22957820370436854) | > loss_disc_real_4: 0.22095009684562683 (0.230939611222185) | > loss_disc_real_5: 0.235161691904068 (0.22221287051171207) | > loss_0: 2.5706582069396973 (2.3597468417227) | > grad_norm_0: tensor(9.8330, device='cuda:0') (tensor(14.2968, device='cuda:0')) | > loss_gen: 2.3933377265930176 (2.4781031140870464) | > loss_kl: 1.95730459690094 (1.9877096887980923) | > loss_feat: 6.3079681396484375 (7.014450447411058) | > loss_mel: 17.10736656188965 (17.4440403623444) | > loss_duration: 2.1097240447998047 (2.022443604241148) | > loss_1: 29.875699996948242 (30.946747273349306) | > grad_norm_1: tensor(237.8748, device='cuda:0') (tensor(146.6190, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.3866 (0.379218858965276) | > loader_time: 0.0048 (0.004055200010965886) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_307000.pth  --> TIME: 2024-06-11 20:30:07 -- STEP: 234/330 -- GLOBAL_STEP: 307025 | > loss_disc: 2.3422129154205322 (2.3619566035066923) | > loss_disc_real_0: 0.07408203184604645 (0.11782184653939345) | > loss_disc_real_1: 0.1806313842535019 (0.1970609931482209) | > loss_disc_real_2: 0.21066230535507202 (0.21100974445923779) | > loss_disc_real_3: 0.20759662985801697 (0.22923400609666467) | > loss_disc_real_4: 0.24507972598075867 (0.2312265533922065) | > loss_disc_real_5: 0.25349634885787964 (0.22266783947363877) | > loss_0: 2.3422129154205322 (2.3619566035066923) | > grad_norm_0: tensor(44.1959, device='cuda:0') (tensor(16.9334, device='cuda:0')) | > loss_gen: 2.5768721103668213 (2.482569583460817) | > loss_kl: 2.0249640941619873 (1.9911278837766402) | > loss_feat: 6.652146816253662 (7.012115474440094) | > loss_mel: 16.482688903808594 (17.389326596871395) | > loss_duration: 2.0925369262695312 (2.0309360888269214) | > loss_1: 29.829208374023438 (30.90607568137666) | > grad_norm_1: tensor(346.3149, device='cuda:0') (tensor(171.5024, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.4191 (0.3829836916719747) | > loader_time: 0.0061 (0.004202349573119074)  --> TIME: 2024-06-11 20:30:17 -- STEP: 259/330 -- GLOBAL_STEP: 307050 | > loss_disc: 2.3386342525482178 (2.3610675960894265) | > loss_disc_real_0: 0.12190605700016022 (0.1181109984581535) | > loss_disc_real_1: 0.18016967177391052 (0.19731750963507472) | > loss_disc_real_2: 0.2331562638282776 (0.21153435732406997) | > loss_disc_real_3: 0.2660389840602875 (0.22928540667511782) | > loss_disc_real_4: 0.25311288237571716 (0.2306040907458449) | > loss_disc_real_5: 0.24527694284915924 (0.22175412978905049) | > loss_0: 2.3386342525482178 (2.3610675960894265) | > grad_norm_0: tensor(40.6990, device='cuda:0') (tensor(18.3730, device='cuda:0')) | > loss_gen: 2.439181327819824 (2.4866095040295586) | > loss_kl: 2.043525218963623 (1.9961692274307192) | > loss_feat: 7.342563629150391 (7.025193941639197) | > loss_mel: 17.19165802001953 (17.356794243153455) | > loss_duration: 2.1385960578918457 (2.0386731159733067) | > loss_1: 31.15552520751953 (30.903440077792723) | > grad_norm_1: tensor(391.9216, device='cuda:0') (tensor(189.8225, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.4233 (0.38700500786534614) | > loader_time: 0.0065 (0.004332728367514592)  --> TIME: 2024-06-11 20:30:29 -- STEP: 284/330 -- GLOBAL_STEP: 307075 | > loss_disc: 2.4724693298339844 (2.36317324302566) | > loss_disc_real_0: 0.1703892946243286 (0.1194088990524621) | > loss_disc_real_1: 0.28938770294189453 (0.19741121763494654) | > loss_disc_real_2: 0.2128104418516159 (0.21150341068565007) | > loss_disc_real_3: 0.22703352570533752 (0.22927513125706728) | > loss_disc_real_4: 0.25392717123031616 (0.2309024446761944) | > loss_disc_real_5: 0.23676636815071106 (0.2219349652738638) | > loss_0: 2.4724693298339844 (2.36317324302566) | > grad_norm_0: tensor(40.6258, device='cuda:0') (tensor(19.3138, device='cuda:0')) | > loss_gen: 2.3766191005706787 (2.4853082492317955) | > loss_kl: 1.9384695291519165 (2.0033305308348694) | > loss_feat: 6.556718349456787 (7.012633516754903) | > loss_mel: 16.417205810546875 (17.303564954811414) | > loss_duration: 2.1520605087280273 (2.048333772051503) | > loss_1: 29.44107437133789 (30.853171079931126) | > grad_norm_1: tensor(473.8390, device='cuda:0') (tensor(204.4288, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.4464 (0.39203473044113374) | > loader_time: 0.0069 (0.004482171904872841)  --> TIME: 2024-06-11 20:30:41 -- STEP: 309/330 -- GLOBAL_STEP: 307100 | > loss_disc: 2.48000168800354 (2.3670589175424923) | > loss_disc_real_0: 0.1133890226483345 (0.12022885325753573) | > loss_disc_real_1: 0.21754090487957 (0.19794246144472197) | > loss_disc_real_2: 0.22388185560703278 (0.2118070894749805) | > loss_disc_real_3: 0.2632692754268646 (0.22949732955798363) | > loss_disc_real_4: 0.2936132252216339 (0.23093406933218144) | > loss_disc_real_5: 0.2843170762062073 (0.2222569444997411) | > loss_0: 2.48000168800354 (2.3670589175424923) | > grad_norm_0: tensor(54.3954, device='cuda:0') (tensor(21.3622, device='cuda:0')) | > loss_gen: 2.452188014984131 (2.483623943668352) | > loss_kl: 1.9922312498092651 (2.0095346078131957) | > loss_feat: 7.167148590087891 (7.025526009717034) | > loss_mel: 16.308380126953125 (17.26012401210451) | > loss_duration: 2.2163548469543457 (2.060102318868668) | > loss_1: 30.136302947998047 (30.838910976274114) | > grad_norm_1: tensor(389.9749, device='cuda:0') (tensor(220.4189, device='cuda:0')) | > current_lr_0: 0.00018409228603835735 | > current_lr_1: 0.00018409228603835735 | > step_time: 0.5031 (0.39909179696758973) | > loader_time: 0.0075 (0.004650530305880944)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.186558485031128 (2.186558485031128) | > loss_disc_real_0: 0.11556437611579895 (0.11556437611579895) | > loss_disc_real_1: 0.11163657903671265 (0.11163657903671265) | > loss_disc_real_2: 0.20144975185394287 (0.20144975185394287) | > loss_disc_real_3: 0.20810478925704956 (0.20810478925704956) | > loss_disc_real_4: 0.28836193680763245 (0.28836193680763245) | > loss_disc_real_5: 0.2775518000125885 (0.2775518000125885) | > loss_0: 2.186558485031128 (2.186558485031128) | > loss_gen: 2.551464557647705 (2.551464557647705) | > loss_kl: 2.76253080368042 (2.76253080368042) | > loss_feat: 8.804733276367188 (8.804733276367188) | > loss_mel: 18.229360580444336 (18.229360580444336) | > loss_duration: 2.992518901824951 (2.992518901824951) | > loss_1: 35.34061050415039 (35.34061050415039)  --> STEP: 1 | > loss_disc: 2.1070523262023926 (2.1070523262023926) | > loss_disc_real_0: 0.08444720506668091 (0.08444720506668091) | > loss_disc_real_1: 0.19936935603618622 (0.19936935603618622) | > loss_disc_real_2: 0.12742862105369568 (0.12742862105369568) | > loss_disc_real_3: 0.20090524852275848 (0.20090524852275848) | > loss_disc_real_4: 0.23058970272541046 (0.23058970272541046) | > loss_disc_real_5: 0.20216846466064453 (0.20216846466064453) | > loss_0: 2.1070523262023926 (2.1070523262023926) | > loss_gen: 2.3579888343811035 (2.3579888343811035) | > loss_kl: 2.439788341522217 (2.439788341522217) | > loss_feat: 6.086054801940918 (6.086054801940918) | > loss_mel: 18.330162048339844 (18.330162048339844) | > loss_duration: 2.3547544479370117 (2.3547544479370117) | > loss_1: 31.568748474121094 (31.568748474121094)  --> STEP: 2 | > loss_disc: 2.5441133975982666 (2.3255828619003296) | > loss_disc_real_0: 0.16844522953033447 (0.1264462172985077) | > loss_disc_real_1: 0.14282257854938507 (0.17109596729278564) | > loss_disc_real_2: 0.21189679205417633 (0.169662706553936) | > loss_disc_real_3: 0.2945493757724762 (0.24772731214761734) | > loss_disc_real_4: 0.30840516090393066 (0.26949743181467056) | > loss_disc_real_5: 0.33264249563217163 (0.2674054801464081) | > loss_0: 2.5441133975982666 (2.3255828619003296) | > loss_gen: 2.4987127780914307 (2.428350806236267) | > loss_kl: 2.8299238681793213 (2.634856104850769) | > loss_feat: 6.278480529785156 (6.182267665863037) | > loss_mel: 18.00124740600586 (18.16570472717285) | > loss_duration: 2.5196056365966797 (2.4371800422668457) | > loss_1: 32.127967834472656 (31.848358154296875)  --> STEP: 3 | > loss_disc: 2.162034749984741 (2.2710668245951333) | > loss_disc_real_0: 0.14845868945121765 (0.13378370801607767) | > loss_disc_real_1: 0.17446354031562805 (0.17221849163373312) | > loss_disc_real_2: 0.19958096742630005 (0.17963546017805734) | > loss_disc_real_3: 0.2021121084690094 (0.23252224425474802) | > loss_disc_real_4: 0.21212074160575867 (0.25037186841169995) | > loss_disc_real_5: 0.18507027626037598 (0.23996041218439737) | > loss_0: 2.162034749984741 (2.2710668245951333) | > loss_gen: 2.5314133167266846 (2.4627049763997397) | > loss_kl: 2.8868377208709717 (2.7188499768575034) | > loss_feat: 6.6034417152404785 (6.322659015655518) | > loss_mel: 18.40398406982422 (18.24513117472331) | > loss_duration: 2.3617959022521973 (2.4120519955952964) | > loss_1: 32.7874755859375 (32.161397298177086)  --> STEP: 4 | > loss_disc: 2.3881731033325195 (2.30034339427948) | > loss_disc_real_0: 0.13980205357074738 (0.1352882944047451) | > loss_disc_real_1: 0.20576824247837067 (0.1806059293448925) | > loss_disc_real_2: 0.1894291639328003 (0.1820838861167431) | > loss_disc_real_3: 0.19503949582576752 (0.2231515571475029) | > loss_disc_real_4: 0.17710749804973602 (0.23205577582120895) | > loss_disc_real_5: 0.19114942848682404 (0.22775766626000404) | > loss_0: 2.3881731033325195 (2.30034339427948) | > loss_gen: 2.0307414531707764 (2.354714095592499) | > loss_kl: 3.8277769088745117 (2.9960817098617554) | > loss_feat: 7.254440784454346 (6.555604457855225) | > loss_mel: 15.228516578674316 (17.49097752571106) | > loss_duration: 2.3451218605041504 (2.3953194618225098) | > loss_1: 30.686595916748047 (31.792696952819824)  --> STEP: 5 | > loss_disc: 2.08774995803833 (2.25782470703125) | > loss_disc_real_0: 0.15356022119522095 (0.13894267976284028) | > loss_disc_real_1: 0.16984473168849945 (0.1784536898136139) | > loss_disc_real_2: 0.28158292174339294 (0.20198369324207305) | > loss_disc_real_3: 0.23456719517707825 (0.22543468475341796) | > loss_disc_real_4: 0.24593430757522583 (0.23483148217201233) | > loss_disc_real_5: 0.17792768776416779 (0.2177916705608368) | > loss_0: 2.08774995803833 (2.25782470703125) | > loss_gen: 2.9411754608154297 (2.472006368637085) | > loss_kl: 2.8103950023651123 (2.9589443683624266) | > loss_feat: 7.916173458099365 (6.827718257904053) | > loss_mel: 19.41802406311035 (17.876386833190917) | > loss_duration: 2.318026304244995 (2.379860830307007) | > loss_1: 35.4037971496582 (32.5149169921875)  --> STEP: 6 | > loss_disc: 2.5051558017730713 (2.2990465561548867) | > loss_disc_real_0: 0.15163955092430115 (0.14105882495641708) | > loss_disc_real_1: 0.22982929646968842 (0.18701629092295965) | > loss_disc_real_2: 0.2731662392616272 (0.21384745091199875) | > loss_disc_real_3: 0.33179184794425964 (0.24316087861855826) | > loss_disc_real_4: 0.26829081773757935 (0.24040803809960684) | > loss_disc_real_5: 0.27228161692619324 (0.2268733282883962) | > loss_0: 2.5051558017730713 (2.2990465561548867) | > loss_gen: 2.6539480686187744 (2.5023299853006997) | > loss_kl: 2.6302831172943115 (2.9041674931844077) | > loss_feat: 5.347073554992676 (6.580944140752156) | > loss_mel: 18.214624404907227 (17.932759761810303) | > loss_duration: 2.1956000328063965 (2.3491506973902383) | > loss_1: 31.04153060913086 (32.26935259501139)  --> STEP: 7 | > loss_disc: 2.0725626945495605 (2.2666917187826976) | > loss_disc_real_0: 0.04302458465099335 (0.1270539334842137) | > loss_disc_real_1: 0.13936197757720947 (0.18020853187356675) | > loss_disc_real_2: 0.24947096407413483 (0.21893652422087534) | > loss_disc_real_3: 0.20393715798854828 (0.23755748995712825) | > loss_disc_real_4: 0.23059262335300446 (0.23900583599294936) | > loss_disc_real_5: 0.1978091597557068 (0.22272130421229772) | > loss_0: 2.0725626945495605 (2.2666917187826976) | > loss_gen: 2.510962963104248 (2.503563267844064) | > loss_kl: 4.251862525939941 (3.0966953550066267) | > loss_feat: 8.324920654296875 (6.830083642687116) | > loss_mel: 19.7098445892334 (18.186629022870743) | > loss_duration: 2.5356712341308594 (2.3757964883531844) | > loss_1: 37.3332633972168 (32.99276842389788)  --> STEP: 8 | > loss_disc: 2.4491991996765137 (2.2895051538944244) | > loss_disc_real_0: 0.11474839597940445 (0.12551574129611254) | > loss_disc_real_1: 0.20910577476024628 (0.1838206872344017) | > loss_disc_real_2: 0.192905455827713 (0.21568264067173004) | > loss_disc_real_3: 0.19266600906848907 (0.23194605484604836) | > loss_disc_real_4: 0.20170855522155762 (0.23434367589652538) | > loss_disc_real_5: 0.18571101129055023 (0.21809501759707928) | > loss_0: 2.4491991996765137 (2.2895051538944244) | > loss_gen: 1.9149632453918457 (2.4299882650375366) | > loss_kl: 3.072007656097412 (3.093609392642975) | > loss_feat: 9.514437675476074 (7.165627896785736) | > loss_mel: 15.72913932800293 (17.879442811012268) | > loss_duration: 2.213144302368164 (2.3554649651050568) | > loss_1: 32.44369125366211 (32.92413377761841)  --> STEP: 9 | > loss_disc: 2.8517038822174072 (2.3519716792636447) | > loss_disc_real_0: 0.12653683125972748 (0.1256291957365142) | > loss_disc_real_1: 0.13595552742481232 (0.17850233614444733) | > loss_disc_real_2: 0.20766426622867584 (0.21479171017805734) | > loss_disc_real_3: 0.22128866612911224 (0.23076190054416656) | > loss_disc_real_4: 0.2796070873737335 (0.2393729438384374) | > loss_disc_real_5: 0.25211748480796814 (0.2218752917316225) | > loss_0: 2.8517038822174072 (2.3519716792636447) | > loss_gen: 1.8530876636505127 (2.3658881982167563) | > loss_kl: 2.9712729454040527 (3.0800164540608725) | > loss_feat: 11.579822540283203 (7.656093968285455) | > loss_mel: 18.256330490112305 (17.921319219801163) | > loss_duration: 2.136321544647217 (2.3311156961652966) | > loss_1: 36.796836853027344 (33.35443411933051)  --> STEP: 10 | > loss_disc: 2.6561403274536133 (2.382388544082642) | > loss_disc_real_0: 0.14056964218616486 (0.12712324038147926) | > loss_disc_real_1: 0.24300721287727356 (0.18495282381772996) | > loss_disc_real_2: 0.2128404825925827 (0.21459658741950988) | > loss_disc_real_3: 0.23226624727249146 (0.23091233521699905) | > loss_disc_real_4: 0.24046896398067474 (0.23948254585266113) | > loss_disc_real_5: 0.31307992339134216 (0.23099575489759444) | > loss_0: 2.6561403274536133 (2.382388544082642) | > loss_gen: 2.1930508613586426 (2.3486044645309447) | > loss_kl: 3.223848581314087 (3.094399666786194) | > loss_feat: 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(32.32161660627885)  --> STEP: 12 | > loss_disc: 2.3725836277008057 (2.425724903742472) | > loss_disc_real_0: 0.15716400742530823 (0.13484726659953594) | > loss_disc_real_1: 0.21214905381202698 (0.18927731613318124) | > loss_disc_real_2: 0.22513268887996674 (0.21734769021471342) | > loss_disc_real_3: 0.22250036895275116 (0.23185751090447107) | > loss_disc_real_4: 0.22245876491069794 (0.24166254823406538) | > loss_disc_real_5: 0.2144254446029663 (0.23649772132436434) | > loss_0: 2.3725836277008057 (2.425724903742472) | > loss_gen: 2.369173049926758 (2.3137360413869223) | > loss_kl: 2.3931667804718018 (3.072571615378062) | > loss_feat: 7.522913455963135 (7.208849827448527) | > loss_mel: 16.746606826782227 (17.30482538541158) | > loss_duration: 2.232818841934204 (2.3335551818211875) | > loss_1: 31.264678955078125 (32.233538468678795)  --> STEP: 13 | > loss_disc: 2.2898106575012207 (2.4152699617239146) | > loss_disc_real_0: 0.2367023229598999 (0.14268227093494856) | > loss_disc_real_1: 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loss_disc_real_4: 0.3000156283378601 (0.24555415979453496) | > loss_disc_real_5: 0.2793816030025482 (0.23771571687289647) | > loss_0: 2.4358270168304443 (2.4167383228029524) | > loss_gen: 2.208808183670044 (2.3311344385147095) | > loss_kl: 3.484891414642334 (3.084238920892988) | > loss_feat: 6.974996566772461 (7.229711157935006) | > loss_mel: 17.80780601501465 (17.30615772519793) | > loss_duration: 2.41947865486145 (2.333157011440822) | > loss_1: 32.89598083496094 (32.284399441310335)  --> STEP: 15 | > loss_disc: 2.2978532314300537 (2.408812650044759) | > loss_disc_real_0: 0.11437569558620453 (0.13639828513065974) | > loss_disc_real_1: 0.18644797801971436 (0.18520151575406393) | > loss_disc_real_2: 0.25799068808555603 (0.21761026382446289) | > loss_disc_real_3: 0.20401613414287567 (0.22910352845986684) | > loss_disc_real_4: 0.21619591116905212 (0.24359694321950276) | > loss_disc_real_5: 0.21367396414279938 (0.23611293335755665) | > loss_0: 2.2978532314300537 (2.408812650044759) | > loss_gen: 2.3616654872894287 (2.3331698417663573) | > loss_kl: 3.71596097946167 (3.126353724797567) | > loss_feat: 8.202598571777344 (7.294570318857828) | > loss_mel: 18.39298439025879 (17.378612836201984) | > loss_duration: 2.352734088897705 (2.3344621499379477) | > loss_1: 35.025943756103516 (32.46716906229655)  --> STEP: 16 | > loss_disc: 2.29225492477417 (2.4015277922153473) | > loss_disc_real_0: 0.1668664515018463 (0.1383025455288589) | > loss_disc_real_1: 0.24492326378822327 (0.18893412500619888) | > loss_disc_real_2: 0.23618437349796295 (0.21877114567905664) | > loss_disc_real_3: 0.1853351891040802 (0.22636800725013018) | > loss_disc_real_4: 0.2126692235469818 (0.2416639607399702) | > loss_disc_real_5: 0.19503270089626312 (0.23354541882872581) | > loss_0: 2.29225492477417 (2.4015277922153473) | > loss_gen: 2.4846839904785156 (2.3426394760608673) | > loss_kl: 2.623732089996338 (3.09493987262249) | > loss_feat: 5.710002899169922 (7.195534855127335) | > loss_mel: 16.2060489654541 (17.305327594280243) | > loss_duration: 2.379960536956787 (2.337305799126625) | > loss_1: 29.404428482055664 (32.275747776031494)  --> STEP: 17 | > loss_disc: 2.5145883560180664 (2.408178413615507) | > loss_disc_real_0: 0.17509843409061432 (0.14046700956190333) | > loss_disc_real_1: 0.25240254402160645 (0.19266756141886993) | > loss_disc_real_2: 0.2702278196811676 (0.2217980088556514) | > loss_disc_real_3: 0.238542377948761 (0.22708414670299082) | > loss_disc_real_4: 0.27396705746650696 (0.24356414290035472) | > loss_disc_real_5: 0.3380385637283325 (0.2396920744110556) | > loss_0: 2.5145883560180664 (2.408178413615507) | > loss_gen: 2.639918804168701 (2.360126495361328) | > loss_kl: 2.316880702972412 (3.0491716861724854) | > loss_feat: 6.517786502838135 (7.155667304992676) | > loss_mel: 16.570846557617188 (17.26212282741771) | > loss_duration: 2.480858564376831 (2.3457500794354607) | > loss_1: 30.526290893554688 (32.17283854765051)  --> STEP: 18 | > loss_disc: 2.2843494415283203 (2.4012990262773304) | > loss_disc_real_0: 0.1542285978794098 (0.14123154224620926) | > loss_disc_real_1: 0.2424817681312561 (0.19543501734733582) | > loss_disc_real_2: 0.23357079923152924 (0.2224520527654224) | > loss_disc_real_3: 0.1745329052209854 (0.22416463328732383) | > loss_disc_real_4: 0.17373768985271454 (0.23968489550881916) | > loss_disc_real_5: 0.2060059905052185 (0.23782062530517578) | > loss_0: 2.2843494415283203 (2.4012990262773304) | > loss_gen: 2.6314096450805664 (2.3751977814568415) | > loss_kl: 2.687175750732422 (3.0290608008702598) | > loss_feat: 8.126639366149902 (7.209610197279188) | > loss_mel: 17.043123245239258 (17.249956183963352) | > loss_duration: 2.2568492889404297 (2.3408111466301813) | > loss_1: 32.74519348144531 (32.20463604397244)  --> STEP: 19 | > loss_disc: 2.3009400367736816 (2.396016974198191) | > loss_disc_real_0: 0.1594598889350891 (0.14219092891404503) | > loss_disc_real_1: 0.15406233072280884 (0.1932575075249923) | > loss_disc_real_2: 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2.932482957839966 (2.9402919496808733) | > loss_feat: 4.6543731689453125 (7.003352051689511) | > loss_mel: 15.509778022766113 (17.16851043701172) | > loss_duration: 2.15504789352417 (2.32992190406436) | > loss_1: 27.3347225189209 (31.808370953514462)  --> STEP: 22 | > loss_disc: 2.2814383506774902 (2.4100028818303887) | > loss_disc_real_0: 0.043776385486125946 (0.1372298726981336) | > loss_disc_real_1: 0.16260282695293427 (0.19365937330506064) | > loss_disc_real_2: 0.22336068749427795 (0.22638868472792886) | > loss_disc_real_3: 0.16488875448703766 (0.22275430370460858) | > loss_disc_real_4: 0.17640891671180725 (0.23950981077822772) | > loss_disc_real_5: 0.18520161509513855 (0.2377644797617739) | > loss_0: 2.2814383506774902 (2.4100028818303887) | > loss_gen: 2.1157872676849365 (2.354908054525202) | > loss_kl: 2.24452805519104 (2.908666318113154) | > loss_feat: 8.154255867004395 (7.055665861476552) | > loss_mel: 15.154687881469727 (17.076973048123445) | > loss_duration: 2.2084312438964844 (2.3243996013294566) | > loss_1: 29.877689361572266 (31.720612699335273)  --> STEP: 23 | > loss_disc: 2.3606555461883545 (2.4078573454981265) | > loss_disc_real_0: 0.10893666744232178 (0.13599973333918527) | > loss_disc_real_1: 0.17911197245121002 (0.1930268776157628) | > loss_disc_real_2: 0.24420557916164398 (0.22716333231200342) | > loss_disc_real_3: 0.22197818756103516 (0.22272055952445322) | > loss_disc_real_4: 0.273589551448822 (0.24099153863347095) | > loss_disc_real_5: 0.2459080070257187 (0.2381185461645541) | > loss_0: 2.3606555461883545 (2.4078573454981265) | > loss_gen: 2.4521312713623047 (2.359135150909424) | > loss_kl: 2.6592626571655273 (2.897822680680648) | > loss_feat: 6.212936878204346 (7.019025470899499) | > loss_mel: 16.766036987304688 (17.063454088957414) | > loss_duration: 2.2996442317962646 (2.32332328091497) | > loss_1: 30.390012741088867 (31.6627605272376)  --> STEP: 24 | > loss_disc: 2.2816073894500732 (2.402596930662791) | > loss_disc_real_0: 0.12447459995746613 (0.1355195194482803) | > loss_disc_real_1: 0.12478628754615784 (0.19018351969619593) | > loss_disc_real_2: 0.23539817333221436 (0.22750645068784556) | > loss_disc_real_3: 0.2310888171195984 (0.22306923692425093) | > loss_disc_real_4: 0.3229343295097351 (0.24440582158664861) | > loss_disc_real_5: 0.3019653260707855 (0.24077882866064707) | > loss_0: 2.2816073894500732 (2.402596930662791) | > loss_gen: 2.582615375518799 (2.3684468269348145) | > loss_kl: 2.707667589187622 (2.8898995518684387) | > loss_feat: 7.128933429718018 (7.023604969183604) | > loss_mel: 17.78362464904785 (17.09346119562785) | > loss_duration: 2.3942837715148926 (2.3262799680233) | > loss_1: 32.59712600708008 (31.701692422231037)  --> STEP: 25 | > loss_disc: 2.5557475090026855 (2.408722953796387) | > loss_disc_real_0: 0.18124505877494812 (0.137348541021347) | > loss_disc_real_1: 0.19983172416687012 (0.1905694478750229) | > loss_disc_real_2: 0.23593047261238098 (0.22784341156482696) | > loss_disc_real_3: 0.1931271255016327 (0.2218715524673462) | > loss_disc_real_4: 0.2505553364753723 (0.24465180218219756) | > loss_disc_real_5: 0.2610912322998047 (0.24159132480621337) | > loss_0: 2.5557475090026855 (2.408722953796387) | > loss_gen: 2.0946414470672607 (2.3574946117401123) | > loss_kl: 3.0842366218566895 (2.8976730346679687) | > loss_feat: 6.346810817718506 (6.996533203125) | > loss_mel: 16.449079513549805 (17.067685928344726) | > loss_duration: 2.370647430419922 (2.328054666519165) | > loss_1: 30.345415115356445 (31.647441329956056)  --> STEP: 26 | > loss_disc: 2.542724132537842 (2.4138768452864428) | > loss_disc_real_0: 0.041745372116565704 (0.13367149606347078) | > loss_disc_real_1: 0.235464945435524 (0.192296197781196) | > loss_disc_real_2: 0.30420875549316406 (0.2307805401774553) | > loss_disc_real_3: 0.2225273996591568 (0.2218967773593389) | > loss_disc_real_4: 0.24203187227249146 (0.24455103564720887) | > loss_disc_real_5: 0.24146422743797302 (0.24158643644589645) | > loss_0: 2.542724132537842 (2.4138768452864428) | > loss_gen: 1.976270079612732 (2.3428321297352133) | > loss_kl: 2.6519572734832764 (2.8882224284685574) | > loss_feat: 4.512341022491455 (6.90098735002371) | > loss_mel: 11.925344467163086 (16.869903564453125) | > loss_duration: 2.2681705951690674 (2.3257514330056996) | > loss_1: 23.334083557128906 (31.327696800231934) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024858713150024414 (-0.00016369269444392208) | > avg_loss_disc: 2.4138768452864428 (-0.07081235372103123) | > avg_loss_disc_real_0: 0.13367149606347078 (-0.012302515025322314) | > avg_loss_disc_real_1: 0.192296197781196 (-0.02306246127073583) | > avg_loss_disc_real_2: 0.2307805401774553 (+0.0028998238536027676) | > avg_loss_disc_real_3: 0.2218967773593389 (-0.08532964839385102) | > avg_loss_disc_real_4: 0.24455103564720887 (-0.0299483738266505) | > avg_loss_disc_real_5: 0.24158643644589645 (+0.0009218964439172139) | > avg_loss_0: 2.4138768452864428 (-0.07081235372103123) | > avg_loss_gen: 2.3428321297352133 (-0.13358561350749065) | > avg_loss_kl: 2.8882224284685574 (-0.07751654661618756) | > avg_loss_feat: 6.90098735002371 (+0.13315165959871766) | > avg_loss_mel: 16.869903564453125 (-0.44428308193500143) | > avg_loss_duration: 2.3257514330056996 (-0.002042284378639625) | > avg_loss_1: 31.327696800231934 (-0.5242757063645591)  > EPOCH: 664/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:31:11)   --> TIME: 2024-06-11 20:31:14 -- STEP: 4/330 -- GLOBAL_STEP: 307125 | > loss_disc: 2.2781286239624023 (2.315248489379883) | > loss_disc_real_0: 0.11464456468820572 (0.10857793316245079) | > loss_disc_real_1: 0.19436927139759064 (0.17379392310976982) | > loss_disc_real_2: 0.20606957376003265 (0.20338886976242065) | > loss_disc_real_3: 0.19580605626106262 (0.20699981600046158) | > loss_disc_real_4: 0.2204367220401764 (0.2335582673549652) | > loss_disc_real_5: 0.21223969757556915 (0.22290903702378273) | > loss_0: 2.2781286239624023 (2.315248489379883) | > grad_norm_0: tensor(7.1796, device='cuda:0') (tensor(7.1625, device='cuda:0')) | > loss_gen: 2.540945291519165 (2.4989203810691833) | > loss_kl: 1.8357595205307007 (1.834063559770584) | > loss_feat: 6.826190948486328 (6.74216365814209) | > loss_mel: 17.400413513183594 (17.728143215179443) | > loss_duration: 2.142949342727661 (2.1740869283676147) | > loss_1: 30.746257781982422 (30.977377891540527) | > grad_norm_1: tensor(85.3548, device='cuda:0') (tensor(108.6210, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.36 (0.38237589597702026) | > loader_time: 0.0039 (0.0037477612495422363)  --> TIME: 2024-06-11 20:31:23 -- STEP: 29/330 -- GLOBAL_STEP: 307150 | > loss_disc: 2.422055721282959 (2.365658373668276) | > loss_disc_real_0: 0.06818828731775284 (0.11005018009194012) | > loss_disc_real_1: 0.20988968014717102 (0.19879407975180396) | > loss_disc_real_2: 0.2109857201576233 (0.21429858690705791) | > loss_disc_real_3: 0.19470201432704926 (0.2251800334659116) | > loss_disc_real_4: 0.21160387992858887 (0.23136282892062746) | > loss_disc_real_5: 0.19157780706882477 (0.21951690881416716) | > loss_0: 2.422055721282959 (2.365658373668276) | > grad_norm_0: tensor(18.8799, device='cuda:0') (tensor(8.9559, device='cuda:0')) | > loss_gen: 2.3513894081115723 (2.468481277597362) | > loss_kl: 1.9178732633590698 (1.8886269947578167) | > loss_feat: 6.811934947967529 (6.889769998090021) | > loss_mel: 18.015119552612305 (17.5840871087436) | > loss_duration: 2.0044569969177246 (2.0309982875297816) | > loss_1: 31.100772857666016 (30.861963600947938) | > grad_norm_1: tensor(125.5707, device='cuda:0') (tensor(93.1910, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.3795 (0.36778683497987946) | > loader_time: 0.0032 (0.0034951588203167095)  --> TIME: 2024-06-11 20:31:33 -- STEP: 54/330 -- GLOBAL_STEP: 307175 | > loss_disc: 2.455272674560547 (2.3672210905287003) | > loss_disc_real_0: 0.09339078515768051 (0.11090664372400001) | > loss_disc_real_1: 0.1845979541540146 (0.19882680475711823) | > loss_disc_real_2: 0.24426259100437164 (0.21247517510696692) | > loss_disc_real_3: 0.2571333646774292 (0.2284866706640632) | > loss_disc_real_4: 0.2794201970100403 (0.23233363446262148) | > loss_disc_real_5: 0.2343158721923828 (0.2218287029752025) | > loss_0: 2.455272674560547 (2.3672210905287003) | > grad_norm_0: tensor(13.4068, device='cuda:0') (tensor(9.2699, device='cuda:0')) | > loss_gen: 2.5318968296051025 (2.477375352824175) | > loss_kl: 2.094472646713257 (1.9379705058203802) | > loss_feat: 7.329473972320557 (6.91075180194996) | > loss_mel: 18.4750919342041 (17.541062213756422) | > loss_duration: 1.9344077110290527 (2.0062624392686073) | > loss_1: 32.36534118652344 (30.873422340110498) | > grad_norm_1: tensor(174.3702, device='cuda:0') (tensor(95.3690, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.3754 (0.36857428815629745) | > loader_time: 0.0037 (0.0035555760065714517)  --> TIME: 2024-06-11 20:31:42 -- STEP: 79/330 -- GLOBAL_STEP: 307200 | > loss_disc: 2.334827184677124 (2.3663520511192617) | > loss_disc_real_0: 0.16962963342666626 (0.1135140754565408) | > loss_disc_real_1: 0.195374995470047 (0.1975728827941267) | > loss_disc_real_2: 0.21511800587177277 (0.2119667805448363) | > loss_disc_real_3: 0.21238265931606293 (0.2288267212578013) | > loss_disc_real_4: 0.21410493552684784 (0.23329472390911246) | > loss_disc_real_5: 0.21434511244297028 (0.22256749189352687) | > loss_0: 2.334827184677124 (2.3663520511192617) | > grad_norm_0: tensor(10.4299, device='cuda:0') (tensor(9.2701, device='cuda:0')) | > loss_gen: 2.573190212249756 (2.4801629736453665) | > loss_kl: 1.909239411354065 (1.9552121313312385) | > loss_feat: 7.148077487945557 (6.958520997928668) | > loss_mel: 17.663665771484375 (17.601204522048373) | > loss_duration: 1.9738850593566895 (1.9971540321277668) | > loss_1: 31.268056869506836 (30.992254788362526) | > grad_norm_1: tensor(85.3501, device='cuda:0') (tensor(100.1856, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.3826 (0.37043419367150426) | > loader_time: 0.0039 (0.003623778306985203)  --> TIME: 2024-06-11 20:31:52 -- STEP: 104/330 -- GLOBAL_STEP: 307225 | > loss_disc: 2.2578065395355225 (2.365252662163515) | > loss_disc_real_0: 0.13730713725090027 (0.11549139932657664) | > loss_disc_real_1: 0.20743197202682495 (0.19821021204384473) | > loss_disc_real_2: 0.2388928085565567 (0.21244901619278467) | > loss_disc_real_3: 0.21902304887771606 (0.22905915273496738) | > loss_disc_real_4: 0.20441128313541412 (0.2321015474601434) | > loss_disc_real_5: 0.19817355275154114 (0.22162567566220576) | > loss_0: 2.2578065395355225 (2.365252662163515) | > grad_norm_0: tensor(28.7130, device='cuda:0') (tensor(10.6197, device='cuda:0')) | > loss_gen: 2.5938687324523926 (2.4778290574367228) | > loss_kl: 2.1370439529418945 (1.966965593970739) | > loss_feat: 7.605195999145508 (6.944992941159469) | > loss_mel: 17.753273010253906 (17.541077907268807) | > loss_duration: 2.0450644493103027 (2.000454490001385) | > loss_1: 32.13444519042969 (30.931320172089798) | > grad_norm_1: tensor(372.3268, device='cuda:0') (tensor(116.1906, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.3645 (0.3707553102419927) | > loader_time: 0.0041 (0.0036830489452068624)  --> TIME: 2024-06-11 20:32:01 -- STEP: 129/330 -- GLOBAL_STEP: 307250 | > loss_disc: 2.31850528717041 (2.3651957086814472) | > loss_disc_real_0: 0.09923483431339264 (0.11567849094091459) | > loss_disc_real_1: 0.20945914089679718 (0.1979720656030862) | > loss_disc_real_2: 0.20288124680519104 (0.2122352728547976) | > loss_disc_real_3: 0.30112549662590027 (0.2297936865063601) | > loss_disc_real_4: 0.27642837166786194 (0.23241324780523315) | > loss_disc_real_5: 0.25540658831596375 (0.22232877549736998) | > loss_0: 2.31850528717041 (2.3651957086814472) | > grad_norm_0: tensor(17.3482, device='cuda:0') (tensor(11.0370, device='cuda:0')) | > loss_gen: 2.739170551300049 (2.4795193191646607) | > loss_kl: 1.8624235391616821 (1.9783209137214246) | > loss_feat: 7.322975158691406 (6.932358996812687) | > loss_mel: 17.831205368041992 (17.512321679167044) | > loss_duration: 1.9801998138427734 (2.0033072427261707) | > loss_1: 31.73597526550293 (30.905828313310018) | > grad_norm_1: tensor(154.6317, device='cuda:0') (tensor(124.2132, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.3932 (0.3713062715160755) | > loader_time: 0.0041 (0.0037373313608095628)  --> TIME: 2024-06-11 20:32:11 -- STEP: 154/330 -- GLOBAL_STEP: 307275 | > loss_disc: 2.359172821044922 (2.362947460892915) | > loss_disc_real_0: 0.1569635421037674 (0.11708084174564906) | > loss_disc_real_1: 0.15400193631649017 (0.1974760779699722) | > loss_disc_real_2: 0.21312689781188965 (0.2121701446640027) | > loss_disc_real_3: 0.2430809587240219 (0.22943378859139107) | > loss_disc_real_4: 0.2422325611114502 (0.2307097257731797) | > loss_disc_real_5: 0.21997587382793427 (0.22149049597127096) | > loss_0: 2.359172821044922 (2.362947460892915) | > grad_norm_0: tensor(46.9303, device='cuda:0') (tensor(14.1333, device='cuda:0')) | > loss_gen: 2.500011920928955 (2.4811294543278684) | > loss_kl: 1.8798811435699463 (1.9862992275844922) | > loss_feat: 7.28306770324707 (6.94461736121735) | > loss_mel: 17.506071090698242 (17.486841721968208) | > loss_duration: 2.011680841445923 (2.006317773422637) | > loss_1: 31.18071174621582 (30.905205689467394) | > grad_norm_1: tensor(365.5233, device='cuda:0') (tensor(154.8117, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.387 (0.3728305596809883) | > loader_time: 0.0039 (0.0038064455057119392)  --> TIME: 2024-06-11 20:32:21 -- STEP: 179/330 -- GLOBAL_STEP: 307300 | > loss_disc: 2.262268304824829 (2.3652488306248016) | > loss_disc_real_0: 0.076572947204113 (0.11716987313338498) | > loss_disc_real_1: 0.19134223461151123 (0.19867990886032919) | > loss_disc_real_2: 0.18922972679138184 (0.21236734916378) | > loss_disc_real_3: 0.22349388897418976 (0.22957724665796292) | > loss_disc_real_4: 0.23800741136074066 (0.23049502157965185) | > loss_disc_real_5: 0.22366546094417572 (0.22165393463060176) | > loss_0: 2.262268304824829 (2.3652488306248016) | > grad_norm_0: tensor(26.6194, device='cuda:0') (tensor(16.6693, device='cuda:0')) | > loss_gen: 2.551027774810791 (2.483667537486754) | > loss_kl: 1.9007821083068848 (1.988406524311897) | > loss_feat: 6.797636985778809 (6.94922450134874) | > loss_mel: 16.252119064331055 (17.46885518121984) | > loss_duration: 2.0548059940338135 (2.012555842293042) | > loss_1: 29.556371688842773 (30.902709726514765) | > grad_norm_1: tensor(413.7134, device='cuda:0') (tensor(178.6456, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.3883 (0.37438175931323175) | > loader_time: 0.0041 (0.0038825519924057263)  --> TIME: 2024-06-11 20:32:31 -- STEP: 204/330 -- GLOBAL_STEP: 307325 | > loss_disc: 2.419598340988159 (2.3662731483870876) | > loss_disc_real_0: 0.11680596321821213 (0.117953263606657) | > loss_disc_real_1: 0.15690572559833527 (0.1981260667682863) | > loss_disc_real_2: 0.20949409902095795 (0.21204080629874678) | > loss_disc_real_3: 0.19441816210746765 (0.22939440337758438) | > loss_disc_real_4: 0.21503093838691711 (0.2316124476492405) | > loss_disc_real_5: 0.2336326539516449 (0.22162571111146143) | > loss_0: 2.419598340988159 (2.3662731483870876) | > grad_norm_0: tensor(27.1200, device='cuda:0') (tensor(18.8881, device='cuda:0')) | > loss_gen: 2.4262847900390625 (2.491264231064741) | > loss_kl: 2.2055907249450684 (1.9954919920248144) | > loss_feat: 7.79749870300293 (6.971295847612269) | > loss_mel: 17.727924346923828 (17.42798043232337) | > loss_duration: 2.0224757194519043 (2.020072986682256) | > loss_1: 32.17977523803711 (30.906105621188296) | > grad_norm_1: tensor(341.6562, device='cuda:0') (tensor(201.8340, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.4071 (0.3768829633207882) | > loader_time: 0.0047 (0.003977070836459888)  --> TIME: 2024-06-11 20:32:41 -- STEP: 229/330 -- GLOBAL_STEP: 307350 | > loss_disc: 2.350285053253174 (2.3682702982790094) | > loss_disc_real_0: 0.0661085695028305 (0.11895669630716461) | > loss_disc_real_1: 0.2053854763507843 (0.19962739619105146) | > loss_disc_real_2: 0.18526333570480347 (0.2122947300365398) | > loss_disc_real_3: 0.21232235431671143 (0.22964821066138005) | > loss_disc_real_4: 0.2401527464389801 (0.2306369966684991) | > loss_disc_real_5: 0.22628551721572876 (0.2211529691276592) | > loss_0: 2.350285053253174 (2.3682702982790094) | > grad_norm_0: tensor(42.7585, device='cuda:0') (tensor(21.7621, device='cuda:0')) | > loss_gen: 2.3848373889923096 (2.4913348610224166) | > loss_kl: 2.106034517288208 (1.9951037595365766) | > loss_feat: 7.235684871673584 (6.971043584648699) | > loss_mel: 17.636831283569336 (17.40269366934829) | > loss_duration: 2.1259303092956543 (2.0285063898719566) | > loss_1: 31.48931884765625 (30.888682386240063) | > grad_norm_1: tensor(505.5429, device='cuda:0') (tensor(222.7259, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.4027 (0.3796956757791178) | > loader_time: 0.0058 (0.004109896947202724)  --> TIME: 2024-06-11 20:32:52 -- STEP: 254/330 -- GLOBAL_STEP: 307375 | > loss_disc: 2.369039535522461 (2.3669755411899005) | > loss_disc_real_0: 0.10430684685707092 (0.11947790634503046) | > loss_disc_real_1: 0.19802603125572205 (0.1992312354717668) | > loss_disc_real_2: 0.22114111483097076 (0.21226226362421757) | > loss_disc_real_3: 0.2649891972541809 (0.22953300917242456) | > loss_disc_real_4: 0.25388285517692566 (0.23070299314466988) | > loss_disc_real_5: 0.22238363325595856 (0.2207023954297614) | > loss_0: 2.369039535522461 (2.3669755411899005) | > grad_norm_0: tensor(38.3641, device='cuda:0') (tensor(23.0124, device='cuda:0')) | > loss_gen: 2.490321159362793 (2.4945538400665046) | > loss_kl: 1.9981513023376465 (1.9936427436475679) | > loss_feat: 6.862281799316406 (6.988234080667571) | > loss_mel: 16.84284210205078 (17.357374082400092) | > loss_duration: 2.070544719696045 (2.035873196725772) | > loss_1: 30.264141082763672 (30.86967802423192) | > grad_norm_1: tensor(346.0966, device='cuda:0') (tensor(238.9737, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.4284 (0.3842362700484869) | > loader_time: 0.0059 (0.004252718189569908)  --> TIME: 2024-06-11 20:33:03 -- STEP: 279/330 -- GLOBAL_STEP: 307400 | > loss_disc: 2.4843931198120117 (2.367937936577746) | > loss_disc_real_0: 0.1454256772994995 (0.12002162599275189) | > loss_disc_real_1: 0.21705837547779083 (0.19925549791918862) | > loss_disc_real_2: 0.2282591015100479 (0.21259179471000547) | > loss_disc_real_3: 0.26140785217285156 (0.22951734311691743) | > loss_disc_real_4: 0.28068482875823975 (0.23066191412642015) | > loss_disc_real_5: 0.23758067190647125 (0.22045789691068793) | > loss_0: 2.4843931198120117 (2.367937936577746) | > grad_norm_0: tensor(11.4525, device='cuda:0') (tensor(22.9493, device='cuda:0')) | > loss_gen: 2.5066871643066406 (2.49005280258835) | > loss_kl: 2.0966386795043945 (1.9980632399999967) | > loss_feat: 7.167636871337891 (6.995708033175451) | > loss_mel: 16.961227416992188 (17.310412905976754) | > loss_duration: 2.125518321990967 (2.045282129318485) | > loss_1: 30.857707977294922 (30.83951919993192) | > grad_norm_1: tensor(481.4076, device='cuda:0') (tensor(245.5132, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.429 (0.38850689788873055) | > loader_time: 0.0059 (0.004391631772441248)  --> TIME: 2024-06-11 20:33:15 -- STEP: 304/330 -- GLOBAL_STEP: 307425 | > loss_disc: 2.4441134929656982 (2.3719956529767896) | > loss_disc_real_0: 0.06840711086988449 (0.1207682408122836) | > loss_disc_real_1: 0.16716483235359192 (0.19946648435373052) | > loss_disc_real_2: 0.20221035182476044 (0.21317194696319736) | > loss_disc_real_3: 0.24215935170650482 (0.22963531511394597) | > loss_disc_real_4: 0.23042061924934387 (0.23091416021710953) | > loss_disc_real_5: 0.2336055338382721 (0.2205113990134314) | > loss_0: 2.4441134929656982 (2.3719956529767896) | > grad_norm_0: tensor(26.3450, device='cuda:0') (tensor(24.0335, device='cuda:0')) | > loss_gen: 2.3817496299743652 (2.485605004586672) | > loss_kl: 1.9809274673461914 (1.999371712929324) | > loss_feat: 6.346978664398193 (6.996223394808016) | > loss_mel: 16.09818458557129 (17.264148432957494) | > loss_duration: 2.193203926086426 (2.056062821102772) | > loss_1: 29.00104522705078 (30.801411471868818) | > grad_norm_1: tensor(358.3847, device='cuda:0') (tensor(258.9312, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 0.4858 (0.39435834398395136) | > loader_time: 0.0075 (0.004571826834427679)  --> TIME: 2024-06-11 20:33:43 -- STEP: 329/330 -- GLOBAL_STEP: 307450 | > loss_disc: 2.650533437728882 (2.3787299615633892) | > loss_disc_real_0: 0.41109541058540344 (0.124311294814283) | > loss_disc_real_1: 0.135003462433815 (0.20001634837646254) | > loss_disc_real_2: 0.19001504778862 (0.21306157492576766) | > loss_disc_real_3: 0.30040478706359863 (0.22956674833609336) | > loss_disc_real_4: 0.2647050619125366 (0.23063951622026674) | > loss_disc_real_5: 0.33244842290878296 (0.22073078486151243) | > loss_0: 2.650533437728882 (2.3787299615633892) | > grad_norm_0: tensor(15.2014, device='cuda:0') (tensor(25.1280, device='cuda:0')) | > loss_gen: 2.660818099975586 (2.483959971227907) | > loss_kl: 2.3028125762939453 (2.0089033505112206) | > loss_feat: 10.559414863586426 (7.081954686475018) | > loss_mel: 17.71147918701172 (17.23686081442789) | > loss_duration: 2.2880349159240723 (2.0704342329755763) | > loss_1: 35.52256393432617 (30.882113163956756) | > grad_norm_1: tensor(67.0446, device='cuda:0') (tensor(266.7434, device='cuda:0')) | > current_lr_0: 0.00018406927450260254 | > current_lr_1: 0.00018406927450260254 | > step_time: 14.2628 (0.449264604632253) | > loader_time: 0.034 (0.0050434341546612286)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.49038028717041 (2.49038028717041) | > loss_disc_real_0: 0.2844212055206299 (0.2844212055206299) | > loss_disc_real_1: 0.16454018652439117 (0.16454018652439117) | > loss_disc_real_2: 0.19806556403636932 (0.19806556403636932) | > loss_disc_real_3: 0.2687939703464508 (0.2687939703464508) | > loss_disc_real_4: 0.28213992714881897 (0.28213992714881897) | > loss_disc_real_5: 0.37353238463401794 (0.37353238463401794) | > loss_0: 2.49038028717041 (2.49038028717041) | > loss_gen: 2.615520715713501 (2.615520715713501) | > loss_kl: 2.5350990295410156 (2.5350990295410156) | > loss_feat: 6.1626505851745605 (6.1626505851745605) | > loss_mel: 16.409624099731445 (16.409624099731445) | > loss_duration: 2.9868757724761963 (2.9868757724761963) | > loss_1: 30.70977020263672 (30.70977020263672)  --> STEP: 1 | > loss_disc: 2.1104238033294678 (2.1104238033294678) | > loss_disc_real_0: 0.12660811841487885 (0.12660811841487885) | > loss_disc_real_1: 0.1436653435230255 (0.1436653435230255) | > loss_disc_real_2: 0.11896149069070816 (0.11896149069070816) | > loss_disc_real_3: 0.1903393268585205 (0.1903393268585205) | > loss_disc_real_4: 0.21834586560726166 (0.21834586560726166) | > loss_disc_real_5: 0.18298818171024323 (0.18298818171024323) | > loss_0: 2.1104238033294678 (2.1104238033294678) | > loss_gen: 2.375802516937256 (2.375802516937256) | > loss_kl: 4.039544582366943 (4.039544582366943) | > loss_feat: 5.632353782653809 (5.632353782653809) | > loss_mel: 17.82499885559082 (17.82499885559082) | > loss_duration: 2.402472972869873 (2.402472972869873) | > loss_1: 32.27517318725586 (32.27517318725586)  --> STEP: 2 | > loss_disc: 2.270735263824463 (2.1905795335769653) | > loss_disc_real_0: 0.14294850826263428 (0.13477831333875656) | > loss_disc_real_1: 0.14136788249015808 (0.1425166130065918) | > loss_disc_real_2: 0.23298706114292145 (0.1759742759168148) | > loss_disc_real_3: 0.2499299794435501 (0.2201346531510353) | > loss_disc_real_4: 0.22474800050258636 (0.221546933054924) | > loss_disc_real_5: 0.20453086495399475 (0.193759523332119) | > loss_0: 2.270735263824463 (2.1905795335769653) | > loss_gen: 2.483626127243042 (2.429714322090149) | > loss_kl: 2.9341259002685547 (3.486835241317749) | > loss_feat: 5.826516628265381 (5.729435205459595) | > loss_mel: 18.376800537109375 (18.100899696350098) | > loss_duration: 2.3668816089630127 (2.384677290916443) | > loss_1: 31.987951278686523 (32.13156223297119)  --> STEP: 3 | > loss_disc: 2.255131959915161 (2.2120970090230307) | > loss_disc_real_0: 0.10972955822944641 (0.12642872830231985) | > loss_disc_real_1: 0.16701777279376984 (0.15068366626898447) | > loss_disc_real_2: 0.19689351320266724 (0.18294735501209894) | > loss_disc_real_3: 0.2175564467906952 (0.21927525103092194) | > loss_disc_real_4: 0.20306739211082458 (0.21538708607355753) | > loss_disc_real_5: 0.20382632315158844 (0.19711512327194214) | > loss_0: 2.255131959915161 (2.2120970090230307) | > loss_gen: 2.281670331954956 (2.380366325378418) | > loss_kl: 2.9987010955810547 (3.3241238594055176) | > loss_feat: 7.086394786834717 (6.181755065917969) | > loss_mel: 19.217863082885742 (18.473220825195312) | > loss_duration: 2.372650146484375 (2.3806682427724204) | > loss_1: 33.957279205322266 (32.74013455708822)  --> STEP: 4 | > loss_disc: 2.460374593734741 (2.2741664052009583) | > loss_disc_real_0: 0.20900744199752808 (0.1470734067261219) | > loss_disc_real_1: 0.17046226561069489 (0.15562831610441208) | > loss_disc_real_2: 0.1825995296239853 (0.18286039866507053) | > loss_disc_real_3: 0.3441222608089447 (0.2504870034754276) | > loss_disc_real_4: 0.29160434007644653 (0.23444139957427979) | > loss_disc_real_5: 0.2719905972480774 (0.21583399176597595) | > loss_0: 2.460374593734741 (2.2741664052009583) | > loss_gen: 2.5675318241119385 (2.427157700061798) | > loss_kl: 3.969792604446411 (3.485541045665741) | > loss_feat: 7.22918701171875 (6.443613052368164) | > loss_mel: 18.478256225585938 (18.47447967529297) | > loss_duration: 2.3703770637512207 (2.3780954480171204) | > loss_1: 34.615142822265625 (33.20888662338257)  --> STEP: 5 | > loss_disc: 2.288987636566162 (2.277130651473999) | > loss_disc_real_0: 0.24516825377941132 (0.16669237613677979) | > loss_disc_real_1: 0.18122370541095734 (0.16074739396572113) | > loss_disc_real_2: 0.2385554164648056 (0.19399940222501755) | > loss_disc_real_3: 0.2919769883155823 (0.25878500044345853) | > loss_disc_real_4: 0.29757893085479736 (0.2470689058303833) | > loss_disc_real_5: 0.19897761940956116 (0.212462717294693) | > loss_0: 2.288987636566162 (2.277130651473999) | > loss_gen: 2.7871103286743164 (2.499148225784302) | > loss_kl: 2.288707971572876 (3.246174430847168) | > loss_feat: 7.334876537322998 (6.621865749359131) | > loss_mel: 18.914644241333008 (18.562512588500976) | > loss_duration: 2.3608713150024414 (2.3746506214141845) | > loss_1: 33.68621063232422 (33.3043514251709)  --> STEP: 6 | > loss_disc: 2.3150641918182373 (2.2834529081980386) | > loss_disc_real_0: 0.12072987854480743 (0.15903195987145105) | > loss_disc_real_1: 0.1943407505750656 (0.16634628673394522) | > loss_disc_real_2: 0.2564123570919037 (0.20440156136949858) | > loss_disc_real_3: 0.2611996829509735 (0.2591874475280444) | > loss_disc_real_4: 0.3008061647415161 (0.25602511564890545) | > loss_disc_real_5: 0.24283255636692047 (0.21752435714006424) | > loss_0: 2.3150641918182373 (2.2834529081980386) | > loss_gen: 2.6761388778686523 (2.5286466677983603) | > loss_kl: 3.4864814281463623 (3.2862255970637) | > loss_feat: 7.146728515625 (6.709342877070109) | > loss_mel: 18.339521408081055 (18.525347391764324) | > loss_duration: 2.1749963760375977 (2.34137491385142) | > loss_1: 33.82386779785156 (33.39093748728434)  --> STEP: 7 | > loss_disc: 2.440830707550049 (2.3059354509626115) | > loss_disc_real_0: 0.14774128794670105 (0.15741900673934392) | > loss_disc_real_1: 0.21846812963485718 (0.17379226429121836) | > loss_disc_real_2: 0.22662758827209473 (0.20757670806986944) | > loss_disc_real_3: 0.2345108836889267 (0.25566222412245615) | > loss_disc_real_4: 0.21659186482429504 (0.25039179410253254) | > loss_disc_real_5: 0.2294972836971283 (0.21923477521964482) | > loss_0: 2.440830707550049 (2.3059354509626115) | > loss_gen: 2.269047737121582 (2.4915611062731062) | > loss_kl: 4.147060871124268 (3.4092020647866383) | > loss_feat: 6.2546916007995605 (6.644392694745745) | > loss_mel: 16.23575782775879 (18.19826316833496) | > loss_duration: 2.4436919689178467 (2.355991636003767) | > loss_1: 31.350250244140625 (33.09941073826381)  --> STEP: 8 | > loss_disc: 2.7208924293518066 (2.357805073261261) | > loss_disc_real_0: 0.27962011098861694 (0.17269414477050304) | > loss_disc_real_1: 0.19071002304553986 (0.17590698413550854) | > loss_disc_real_2: 0.17795832455158234 (0.20387441013008356) | > loss_disc_real_3: 0.37704113125801086 (0.2708345875144005) | > loss_disc_real_4: 0.25591355562210083 (0.25108201429247856) | > loss_disc_real_5: 0.29241570830345154 (0.22838239185512066) | > loss_0: 2.7208924293518066 (2.357805073261261) | > loss_gen: 2.379359483718872 (2.477535903453827) | > loss_kl: 3.0522658824920654 (3.364585041999817) | > loss_feat: 5.467560291290283 (6.497288644313812) | > loss_mel: 13.09432315826416 (17.56027066707611) | > loss_duration: 2.2732977867126465 (2.3456549048423767) | > loss_1: 26.266807556152344 (32.24533534049988)  --> STEP: 9 | > loss_disc: 2.5101113319396973 (2.3747279908921985) | > loss_disc_real_0: 0.12512809038162231 (0.16740902761618295) | > loss_disc_real_1: 0.16737739741802216 (0.17495925227801004) | > loss_disc_real_2: 0.21531543135643005 (0.20514563471078873) | > loss_disc_real_3: 0.3036714494228363 (0.2744831277264489) | > loss_disc_real_4: 0.3056187927722931 (0.2571416563457913) | > loss_disc_real_5: 0.36953699588775635 (0.24406623674763572) | > loss_0: 2.5101113319396973 (2.3747279908921985) | > loss_gen: 2.50508451461792 (2.4805968602498374) | > loss_kl: 2.5000808238983154 (3.268529017766317) | > loss_feat: 8.296303749084473 (6.697179211510552) | > loss_mel: 17.768957138061523 (17.583458052741157) | > loss_duration: 2.2228012084960938 (2.332004494137234) | > loss_1: 33.29322814941406 (32.36176787482368)  --> STEP: 10 | > loss_disc: 2.568998336791992 (2.3941550254821777) | > loss_disc_real_0: 0.1594814509153366 (0.16661626994609832) | > loss_disc_real_1: 0.1864219307899475 (0.1761055201292038) | > loss_disc_real_2: 0.1699950397014618 (0.20163057520985603) | > loss_disc_real_3: 0.22998596727848053 (0.27003341168165207) | > loss_disc_real_4: 0.2821730375289917 (0.2596447944641113) | > loss_disc_real_5: 0.32315415143966675 (0.2519750282168388) | > loss_0: 2.568998336791992 (2.3941550254821777) | > loss_gen: 2.2797281742095947 (2.460509991645813) | > loss_kl: 2.846712112426758 (3.226347327232361) | > loss_feat: 5.1155476570129395 (6.539016056060791) | > loss_mel: 14.753894805908203 (17.30050172805786) | > loss_duration: 2.3613693714141846 (2.3349409818649294) | > loss_1: 27.35725212097168 (31.861316299438478)  --> STEP: 11 | > loss_disc: 2.569084405899048 (2.410057696429166) | > loss_disc_real_0: 0.217748761177063 (0.1712646782398224) | > loss_disc_real_1: 0.15068472921848297 (0.1737945391373201) | > loss_disc_real_2: 0.24597804248332977 (0.2056621631438082) | > loss_disc_real_3: 0.24187591671943665 (0.26747363941235974) | > loss_disc_real_4: 0.23730722069740295 (0.2576141059398651) | > loss_disc_real_5: 0.30081674456596375 (0.25641518424857745) | > loss_0: 2.569084405899048 (2.410057696429166) | > loss_gen: 2.230541229248047 (2.439603740518743) | > loss_kl: 3.737790822982788 (3.2728421904824) | > loss_feat: 6.316835403442383 (6.518817814913663) | > loss_mel: 16.240110397338867 (17.204102516174316) | > loss_duration: 2.5505459308624268 (2.3545414317737925) | > loss_1: 31.075824737548828 (31.789907975630328)  --> STEP: 12 | > loss_disc: 2.4265694618225098 (2.411433676878611) | > loss_disc_real_0: 0.17120298743247986 (0.1712595373392105) | > loss_disc_real_1: 0.17310340702533722 (0.17373694479465485) | > loss_disc_real_2: 0.2951469123363495 (0.21311922557651997) | > loss_disc_real_3: 0.27107104659080505 (0.26777342334389687) | > loss_disc_real_4: 0.24700263142585754 (0.25672981639703113) | > loss_disc_real_5: 0.20725713670253754 (0.25231868028640747) | > loss_0: 2.4265694618225098 (2.411433676878611) | > loss_gen: 2.6057443618774414 (2.453448792298635) | > loss_kl: 2.3288371562957764 (3.194175104300181) | > loss_feat: 6.657729625701904 (6.530393799146016) | > loss_mel: 17.38256072998047 (17.218974033991497) | > loss_duration: 2.185518503189087 (2.340456187725067) | > loss_1: 31.160390853881836 (31.73744821548462)  --> STEP: 13 | > loss_disc: 2.57253360748291 (2.423825979232788) | > loss_disc_real_0: 0.2163785845041275 (0.17473023327497336) | > loss_disc_real_1: 0.25308385491371155 (0.1798405532653515) | > loss_disc_real_2: 0.22967877984046936 (0.2143930374429776) | > loss_disc_real_3: 0.28360140323638916 (0.26899096025870395) | > loss_disc_real_4: 0.313567191362381 (0.2611019221635965) | > loss_disc_real_5: 0.312362939119339 (0.2569374694274022) | > loss_0: 2.57253360748291 (2.423825979232788) | > loss_gen: 2.520732879638672 (2.4586244913247914) | > loss_kl: 3.0983753204345703 (3.1868058901566725) | > loss_feat: 4.797389030456543 (6.397085740016057) | > loss_mel: 15.516144752502441 (17.087987166184647) | > loss_duration: 2.2657933235168457 (2.334712890478281) | > loss_1: 28.198434829711914 (31.465216416579025)  --> STEP: 14 | > loss_disc: 2.460282325744629 (2.4264300039836337) | > loss_disc_real_0: 0.11331203579902649 (0.1703432191695486) | > loss_disc_real_1: 0.12142787873744965 (0.1756682193705014) | > loss_disc_real_2: 0.198714017868042 (0.21327310747333936) | > loss_disc_real_3: 0.3590521812438965 (0.27542390461478916) | > loss_disc_real_4: 0.32340511679649353 (0.2655521503516606) | > loss_disc_real_5: 0.4056962728500366 (0.26756309824330465) | > loss_0: 2.460282325744629 (2.4264300039836337) | > loss_gen: 2.6900792121887207 (2.4751569713865007) | > loss_kl: 3.8945651054382324 (3.237360119819641) | > loss_feat: 6.7691731452941895 (6.423663411821638) | > loss_mel: 19.087543487548828 (17.230812617710658) | > loss_duration: 2.4053409099578857 (2.3397577490125383) | > loss_1: 34.846702575683594 (31.706751142229354)  --> STEP: 15 | > loss_disc: 2.468823194503784 (2.429256216684977) | > loss_disc_real_0: 0.19802972674369812 (0.17218898634115856) | > loss_disc_real_1: 0.18316338956356049 (0.176167897383372) | > loss_disc_real_2: 0.22750221192836761 (0.2142217144370079) | > loss_disc_real_3: 0.34871214628219604 (0.28030978739261625) | > loss_disc_real_4: 0.2711368203163147 (0.26592446168263756) | > loss_disc_real_5: 0.27476468682289124 (0.26804320414861044) | > loss_0: 2.468823194503784 (2.429256216684977) | > loss_gen: 2.681272506713867 (2.488898007074992) | > loss_kl: 3.5167293548583984 (3.255984735488892) | > loss_feat: 7.235198020935059 (6.477765719095866) | > loss_mel: 16.38983726501465 (17.17474759419759) | > loss_duration: 2.414365291595459 (2.344731585184733) | > loss_1: 32.237403869628906 (31.742127990722658)  --> STEP: 16 | > loss_disc: 2.893263101577759 (2.458256646990776) | > loss_disc_real_0: 0.3285055458545685 (0.18195877131074667) | > loss_disc_real_1: 0.2108432948589325 (0.17833510972559452) | > loss_disc_real_2: 0.2503437101840973 (0.216479339171201) | > loss_disc_real_3: 0.26430070400238037 (0.27930921968072653) | > loss_disc_real_4: 0.18147924542427063 (0.2606466356664896) | > loss_disc_real_5: 0.2886984348297119 (0.2693341560661793) | > loss_0: 2.893263101577759 (2.458256646990776) | > loss_gen: 2.078986644744873 (2.4632785469293594) | > loss_kl: 2.6646313667297363 (3.2190251499414444) | > loss_feat: 5.802402019500732 (6.43555548787117) | > loss_mel: 14.971611976623535 (17.037051618099213) | > loss_duration: 2.375509738922119 (2.3466552197933197) | > loss_1: 27.89314079284668 (31.501566290855408)  --> STEP: 17 | > loss_disc: 2.29233980178833 (2.448496832567103) | > loss_disc_real_0: 0.11319024115800858 (0.17791356365470326) | > loss_disc_real_1: 0.1396379917860031 (0.17605880867032445) | > loss_disc_real_2: 0.2060372233390808 (0.2158650970634292) | > loss_disc_real_3: 0.2786906957626343 (0.27927283592083874) | > loss_disc_real_4: 0.2591571509838104 (0.26055901892044964) | > loss_disc_real_5: 0.33528265357017517 (0.2732134794487673) | > loss_0: 2.29233980178833 (2.448496832567103) | > loss_gen: 2.7233078479766846 (2.4785743881674374) | > loss_kl: 2.879528760910034 (3.1990547741160675) | > loss_feat: 7.960231781005859 (6.525242328643799) | > loss_mel: 18.29059410095215 (17.11078941120821) | > loss_duration: 2.471276044845581 (2.3539858565610996) | > loss_1: 34.3249397277832 (31.667647081262924)  --> STEP: 18 | > loss_disc: 2.3184382915496826 (2.441271358066135) | > loss_disc_real_0: 0.09008414298295975 (0.17303415139516196) | > loss_disc_real_1: 0.13578017055988312 (0.1738211065530777) | > loss_disc_real_2: 0.14124059677124023 (0.21171929149164093) | > loss_disc_real_3: 0.19219934940338135 (0.2744354200032022) | > loss_disc_real_4: 0.19399712979793549 (0.2568611361914211) | > loss_disc_real_5: 0.19325165450572968 (0.26877115584082073) | > loss_0: 2.3184382915496826 (2.441271358066135) | > loss_gen: 2.224350929260254 (2.464450862672594) | > loss_kl: 2.8359081745147705 (3.1788799630271063) | > loss_feat: 9.356718063354492 (6.6825465361277265) | > loss_mel: 18.45244789123535 (17.18532599343194) | > loss_duration: 2.2986695766448975 (2.3509127298990884) | > loss_1: 35.1680908203125 (31.86211617787679)  --> STEP: 19 | > loss_disc: 2.2796876430511475 (2.4327669520127144) | > loss_disc_real_0: 0.26097163558006287 (0.17766244003647252) | > loss_disc_real_1: 0.1580285131931305 (0.17298991742886996) | > loss_disc_real_2: 0.2019578367471695 (0.21120553071561612) | > loss_disc_real_3: 0.2659812867641449 (0.2739904656221992) | > loss_disc_real_4: 0.2608390748500824 (0.2570705013839822) | > loss_disc_real_5: 0.2592899799346924 (0.26827214658260345) | > loss_0: 2.2796876430511475 (2.4327669520127144) | > loss_gen: 2.911250591278076 (2.487966637862356) | > loss_kl: 2.5715651512145996 (3.14691602556329) | > loss_feat: 7.281669616699219 (6.714079329842015) | > loss_mel: 16.610017776489258 (17.15504661359285) | > loss_duration: 2.3213114738464355 (2.3493547690542123) | > loss_1: 31.695816040039062 (31.853363539043226)  --> STEP: 20 | > loss_disc: 2.4832286834716797 (2.435290038585663) | > loss_disc_real_0: 0.15210804343223572 (0.17638472020626067) | > loss_disc_real_1: 0.11519497632980347 (0.17010017037391661) | > loss_disc_real_2: 0.18893960118293762 (0.2100922342389822) | > loss_disc_real_3: 0.28065192699432373 (0.27432353869080545) | > loss_disc_real_4: 0.2759793996810913 (0.2580159462988377) | > loss_disc_real_5: 0.2665255069732666 (0.2681848146021366) | > loss_0: 2.4832286834716797 (2.435290038585663) | > loss_gen: 2.5119457244873047 (2.4891655921936033) | > loss_kl: 2.173340082168579 (3.098237228393555) | > loss_feat: 7.862290859222412 (6.771489906311035) | > loss_mel: 19.335378646850586 (17.26406321525574) | > loss_duration: 2.3290250301361084 (2.348338282108307) | > loss_1: 34.211978912353516 (31.97129430770874)  --> STEP: 21 | > loss_disc: 2.6174933910369873 (2.4439663887023926) | > loss_disc_real_0: 0.11644402891397476 (0.1735304015732947) | > loss_disc_real_1: 0.18523339927196503 (0.17082080032144273) | > loss_disc_real_2: 0.20241358876228333 (0.2097265844543775) | > loss_disc_real_3: 0.33960071206092834 (0.2774319755179541) | > loss_disc_real_4: 0.36157453060150146 (0.2629473074561074) | > loss_disc_real_5: 0.3847830295562744 (0.27373711055233363) | > loss_0: 2.6174933910369873 (2.4439663887023926) | > loss_gen: 2.340472936630249 (2.4820849895477295) | > loss_kl: 2.6277029514312744 (3.0758308342524936) | > loss_feat: 5.64195442199707 (6.717702502296085) | > loss_mel: 15.362627029418945 (17.173518634977796) | > loss_duration: 2.2318456172943115 (2.3427910123552596) | > loss_1: 28.20460319519043 (31.791928064255487)  --> STEP: 22 | > loss_disc: 2.461089849472046 (2.444744727828286) | > loss_disc_real_0: 0.2664935290813446 (0.17775599827820604) | > loss_disc_real_1: 0.1917191743850708 (0.171770726415244) | > loss_disc_real_2: 0.2087019830942154 (0.20968001166527922) | > loss_disc_real_3: 0.21835406124591827 (0.2747466157783161) | > loss_disc_real_4: 0.15795043110847473 (0.25817472216757864) | > loss_disc_real_5: 0.17379923164844513 (0.269194479693066) | > loss_0: 2.461089849472046 (2.444744727828286) | > loss_gen: 2.4384403228759766 (2.48010114106265) | > loss_kl: 1.9669601917266846 (3.0254276232285933) | > loss_feat: 7.972659111022949 (6.774745984510942) | > loss_mel: 18.063404083251953 (17.213967973535713) | > loss_duration: 2.199368476867676 (2.336271806196733) | > loss_1: 32.640830993652344 (31.830514561046254)  --> STEP: 23 | > loss_disc: 2.5213205814361572 (2.4480741127677588) | > loss_disc_real_0: 0.198888897895813 (0.1786748200007107) | > loss_disc_real_1: 0.19425508379936218 (0.17274830717107523) | > loss_disc_real_2: 0.22870610654354095 (0.21050723318172537) | > loss_disc_real_3: 0.30136212706565857 (0.275903811921244) | > loss_disc_real_4: 0.2694226801395416 (0.25866376381853357) | > loss_disc_real_5: 0.31060364842414856 (0.27099487833354785) | > loss_0: 2.5213205814361572 (2.4480741127677588) | > loss_gen: 2.4069952964782715 (2.4769226260807202) | > loss_kl: 1.9959378242492676 (2.980667197186014) | > loss_feat: 5.517378807067871 (6.720077846361243) | > loss_mel: 16.64690399169922 (17.18931301780369) | > loss_duration: 2.2784934043884277 (2.3337597017702847) | > loss_1: 28.84571075439453 (31.70074048249618)  --> STEP: 24 | > loss_disc: 2.421142578125 (2.4469519654909773) | > loss_disc_real_0: 0.21115200221538544 (0.18002803592632213) | > loss_disc_real_1: 0.2809183597564697 (0.17725539269546667) | > loss_disc_real_2: 0.22704002261161804 (0.2111960994079709) | > loss_disc_real_3: 0.2993488907814026 (0.27688069020708395) | > loss_disc_real_4: 0.2773711383342743 (0.2594432377566894) | > loss_disc_real_5: 0.27151352167129517 (0.27101648847262066) | > loss_0: 2.421142578125 (2.4469519654909773) | > loss_gen: 2.8768510818481445 (2.493586311737696) | > loss_kl: 2.544903516769409 (2.9625103771686554) | > loss_feat: 7.202804088592529 (6.740191439787547) | > loss_mel: 16.987403869628906 (17.18090013662974) | > loss_duration: 2.452538251876831 (2.338708808024724) | > loss_1: 32.06449890136719 (31.71589708328247)  --> STEP: 25 | > loss_disc: 2.706906318664551 (2.4573501396179203) | > loss_disc_real_0: 0.21631279587745667 (0.18147942632436753) | > loss_disc_real_1: 0.17027713358402252 (0.1769762623310089) | > loss_disc_real_2: 0.22439830005168915 (0.21172418743371962) | > loss_disc_real_3: 0.31127455830574036 (0.2782564449310302) | > loss_disc_real_4: 0.2535396218299866 (0.2592070931196213) | > loss_disc_real_5: 0.3308826982975006 (0.27341113686561586) | > loss_0: 2.706906318664551 (2.4573501396179203) | > loss_gen: 2.2714414596557617 (2.484700517654419) | > loss_kl: 2.7380447387695312 (2.95353175163269) | > loss_feat: 5.774758815765381 (6.70157413482666) | > loss_mel: 14.095099449157715 (17.05746810913086) | > loss_duration: 2.3767242431640625 (2.3402294254302975) | > loss_1: 27.25606918334961 (31.537503967285158)  --> STEP: 26 | > loss_disc: 2.396947145462036 (2.4550269475350017) | > loss_disc_real_0: 0.30056965351104736 (0.18605981967770135) | > loss_disc_real_1: 0.1938655823469162 (0.17762585156238997) | > loss_disc_real_2: 0.17136375606060028 (0.2101718631501381) | > loss_disc_real_3: 0.22943294048309326 (0.2763786178368788) | > loss_disc_real_4: 0.25287559628486633 (0.2589635740105923) | > loss_disc_real_5: 0.1870335191488266 (0.27008892079958546) | > loss_0: 2.396947145462036 (2.4550269475350017) | > loss_gen: 2.5620663166046143 (2.4876761253063497) | > loss_kl: 2.7115297317504883 (2.9442239816372213) | > loss_feat: 8.422188758850098 (6.767751620366023) | > loss_mel: 17.73447036743164 (17.083506657527042) | > loss_duration: 2.2936201095581055 (2.338436759435213) | > loss_1: 33.723876953125 (31.621595235971306) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024492924030010523 (-3.657891200138912e-05) | > avg_loss_disc: 2.4550269475350017 (+0.04115010224855897) | > avg_loss_disc_real_0: 0.18605981967770135 (+0.05238832361423057) | > avg_loss_disc_real_1: 0.17762585156238997 (-0.01467034621880603) | > avg_loss_disc_real_2: 0.2101718631501381 (-0.020608677027317196) | > avg_loss_disc_real_3: 0.2763786178368788 (+0.05448184047753987) | > avg_loss_disc_real_4: 0.2589635740105923 (+0.01441253836338341) | > avg_loss_disc_real_5: 0.27008892079958546 (+0.028502484353689017) | > avg_loss_0: 2.4550269475350017 (+0.04115010224855897) | > avg_loss_gen: 2.4876761253063497 (+0.14484399557113647) | > avg_loss_kl: 2.9442239816372213 (+0.05600155316866395) | > avg_loss_feat: 6.767751620366023 (-0.13323572965768715) | > avg_loss_mel: 17.083506657527042 (+0.21360309307391745) | > avg_loss_duration: 2.338436759435213 (+0.012685326429513477) | > avg_loss_1: 31.621595235971306 (+0.29389843573937213)  > EPOCH: 665/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:33:49)   --> TIME: 2024-06-11 20:33:59 -- STEP: 24/330 -- GLOBAL_STEP: 307475 | > loss_disc: 2.2766082286834717 (2.333739231030146) | > loss_disc_real_0: 0.11296763271093369 (0.1007688647756974) | > loss_disc_real_1: 0.19164681434631348 (0.19715156964957714) | > loss_disc_real_2: 0.22531133890151978 (0.20914921226600805) | > loss_disc_real_3: 0.22204510867595673 (0.23063430127998194) | > loss_disc_real_4: 0.23363348841667175 (0.2334932927042246) | > loss_disc_real_5: 0.21775376796722412 (0.22663985565304756) | > loss_0: 2.2766082286834717 (2.333739231030146) | > grad_norm_0: tensor(11.8749, device='cuda:0') (tensor(6.1869, device='cuda:0')) | > loss_gen: 2.547375440597534 (2.477391729752223) | > loss_kl: 1.726204752922058 (1.8792844861745834) | > loss_feat: 6.980964183807373 (6.977279524008433) | > loss_mel: 17.521215438842773 (17.59709477424622) | > loss_duration: 1.9638911485671997 (2.0422085076570506) | > loss_1: 30.73965072631836 (30.973259051640827) | > grad_norm_1: tensor(84.6921, device='cuda:0') (tensor(63.6491, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3558 (0.36173121134440106) | > loader_time: 0.0036 (0.0030704736709594727)  --> TIME: 2024-06-11 20:34:08 -- STEP: 49/330 -- GLOBAL_STEP: 307500 | > loss_disc: 2.322983741760254 (2.3430325644356857) | > loss_disc_real_0: 0.08771968632936478 (0.10579762303707552) | > loss_disc_real_1: 0.21144871413707733 (0.19818068767080504) | > loss_disc_real_2: 0.21065592765808105 (0.2085832573321401) | > loss_disc_real_3: 0.20936861634254456 (0.2303778374073457) | > loss_disc_real_4: 0.23746593296527863 (0.23083756255860233) | > loss_disc_real_5: 0.21092836558818817 (0.22474365270867638) | > loss_0: 2.322983741760254 (2.3430325644356857) | > grad_norm_0: tensor(15.7808, device='cuda:0') (tensor(7.6168, device='cuda:0')) | > loss_gen: 2.414121627807617 (2.481099284425073) | > loss_kl: 1.7764475345611572 (1.8850979172453588) | > loss_feat: 6.651467800140381 (7.0129082543509345) | > loss_mel: 17.51886749267578 (17.51276584547394) | > loss_duration: 1.926885962486267 (2.0082578659057613) | > loss_1: 30.287790298461914 (30.900129084684412) | > grad_norm_1: tensor(218.3038, device='cuda:0') (tensor(78.7866, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3644 (0.36179570762478575) | > loader_time: 0.0045 (0.0032980344733413384) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_307500.pth  --> TIME: 2024-06-11 20:34:22 -- STEP: 74/330 -- GLOBAL_STEP: 307525 | > loss_disc: 2.308229684829712 (2.341367463807802) | > loss_disc_real_0: 0.14288045465946198 (0.10665957931731199) | > loss_disc_real_1: 0.2134324163198471 (0.19704949050336276) | > loss_disc_real_2: 0.17127622663974762 (0.20754931323431633) | > loss_disc_real_3: 0.2021937519311905 (0.2290060538295153) | > loss_disc_real_4: 0.241322860121727 (0.23261215376692848) | > loss_disc_real_5: 0.21700821816921234 (0.22516027515804446) | > loss_0: 2.308229684829712 (2.341367463807802) | > grad_norm_0: tensor(7.3078, device='cuda:0') (tensor(9.8428, device='cuda:0')) | > loss_gen: 2.5382256507873535 (2.4812556118578515) | > loss_kl: 1.9565414190292358 (1.9176963197218406) | > loss_feat: 7.404113292694092 (7.025620054554295) | > loss_mel: 17.317066192626953 (17.454243840398025) | > loss_duration: 1.931080937385559 (1.9958249894348343) | > loss_1: 31.14702796936035 (30.87464072253253) | > grad_norm_1: tensor(65.7898, device='cuda:0') (tensor(102.3462, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3978 (0.37498110049479716) | > loader_time: 0.0038 (0.0034860050356065905)  --> TIME: 2024-06-11 20:34:32 -- STEP: 99/330 -- GLOBAL_STEP: 307550 | > loss_disc: 2.388702392578125 (2.3517912541977077) | > loss_disc_real_0: 0.14922702312469482 (0.10847879156018748) | > loss_disc_real_1: 0.20727340877056122 (0.19598006780701455) | > loss_disc_real_2: 0.1944499909877777 (0.20885035470880645) | > loss_disc_real_3: 0.24856150150299072 (0.22980509066220486) | > loss_disc_real_4: 0.24405524134635925 (0.23459647761450875) | > loss_disc_real_5: 0.20821255445480347 (0.22488814532154738) | > loss_0: 2.388702392578125 (2.3517912541977077) | > grad_norm_0: tensor(8.7835, device='cuda:0') (tensor(9.7194, device='cuda:0')) | > loss_gen: 2.53548264503479 (2.4725075851787213) | > loss_kl: 1.9594881534576416 (1.9332386712835292) | > loss_feat: 7.120611667633057 (6.994202281489517) | > loss_mel: 17.379348754882812 (17.400724459176125) | > loss_duration: 2.0062777996063232 (1.9961713733095106) | > loss_1: 31.001209259033203 (30.796844231961952) | > grad_norm_1: tensor(53.7023, device='cuda:0') (tensor(100.0186, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3896 (0.37738399553780605) | > loader_time: 0.0045 (0.0036289475180886007)  --> TIME: 2024-06-11 20:34:42 -- STEP: 124/330 -- GLOBAL_STEP: 307575 | > loss_disc: 2.4995667934417725 (2.352672002007884) | > loss_disc_real_0: 0.09468317776918411 (0.10936445322248244) | > loss_disc_real_1: 0.21299217641353607 (0.19511249721530946) | > loss_disc_real_2: 0.1931420862674713 (0.20980735015003912) | > loss_disc_real_3: 0.24877384305000305 (0.2302033004741515) | > loss_disc_real_4: 0.23823708295822144 (0.23407731433549234) | > loss_disc_real_5: 0.225382462143898 (0.22443192392106978) | > loss_0: 2.4995667934417725 (2.352672002007884) | > grad_norm_0: tensor(11.3598, device='cuda:0') (tensor(10.0485, device='cuda:0')) | > loss_gen: 2.3226442337036133 (2.4722053139440465) | > loss_kl: 1.991684913635254 (1.9515127174315914) | > loss_feat: 7.008373260498047 (6.997648904400487) | > loss_mel: 18.584369659423828 (17.41829782147563) | > loss_duration: 2.0098178386688232 (1.9998713664470176) | > loss_1: 31.916887283325195 (30.839536036214522) | > grad_norm_1: tensor(122.9399, device='cuda:0') (tensor(108.9877, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3666 (0.3767454316539149) | > loader_time: 0.0043 (0.0037349193326888545)  --> TIME: 2024-06-11 20:34:52 -- STEP: 149/330 -- GLOBAL_STEP: 307600 | > loss_disc: 2.410655975341797 (2.3522986741674026) | > loss_disc_real_0: 0.13570256531238556 (0.11044443878751473) | > loss_disc_real_1: 0.23092716932296753 (0.19533451381545738) | > loss_disc_real_2: 0.22053952515125275 (0.20961530966646721) | > loss_disc_real_3: 0.20691616833209991 (0.23011093081643919) | > loss_disc_real_4: 0.22408705949783325 (0.2326442314274359) | > loss_disc_real_5: 0.22130681574344635 (0.22376517461450307) | > loss_0: 2.410655975341797 (2.3522986741674026) | > grad_norm_0: tensor(31.0055, device='cuda:0') (tensor(11.3973, device='cuda:0')) | > loss_gen: 2.4441943168640137 (2.4707198111002873) | > loss_kl: 1.965283989906311 (1.9656775429744848) | > loss_feat: 6.8787312507629395 (6.999578683968358) | > loss_mel: 18.14425277709961 (17.433037245833646) | > loss_duration: 2.034162998199463 (2.0034772445691504) | > loss_1: 31.466625213623047 (30.872490402836128) | > grad_norm_1: tensor(292.1270, device='cuda:0') (tensor(127.0685, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3894 (0.37892994304631383) | > loader_time: 0.0042 (0.0038539643255656197)  --> TIME: 2024-06-11 20:35:02 -- STEP: 174/330 -- GLOBAL_STEP: 307625 | > loss_disc: 2.383207321166992 (2.3605559845080326) | > loss_disc_real_0: 0.13406921923160553 (0.11175145410086917) | > loss_disc_real_1: 0.18783757090568542 (0.19604465690837516) | > loss_disc_real_2: 0.2015024721622467 (0.21073164679538245) | > loss_disc_real_3: 0.22621853649616241 (0.2307468769194066) | > loss_disc_real_4: 0.22518852353096008 (0.23334855329373788) | > loss_disc_real_5: 0.21270251274108887 (0.22498202700724548) | > loss_0: 2.383207321166992 (2.3605559845080326) | > grad_norm_0: tensor(21.9287, device='cuda:0') (tensor(13.1283, device='cuda:0')) | > loss_gen: 2.3106136322021484 (2.470964603040409) | > loss_kl: 1.9723718166351318 (1.9753535321389122) | > loss_feat: 6.65993595123291 (6.985369583656048) | > loss_mel: 17.160072326660156 (17.409149833109197) | > loss_duration: 2.1073412895202637 (2.009083304597043) | > loss_1: 30.210336685180664 (30.849920788030516) | > grad_norm_1: tensor(239.7487, device='cuda:0') (tensor(144.5378, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3963 (0.3812733422750714) | > loader_time: 0.0044 (0.003962257812763083)  --> TIME: 2024-06-11 20:35:12 -- STEP: 199/330 -- GLOBAL_STEP: 307650 | > loss_disc: 2.43603777885437 (2.359391860626451) | > loss_disc_real_0: 0.14966778457164764 (0.11290286949381756) | > loss_disc_real_1: 0.25173699855804443 (0.1966428950653604) | > loss_disc_real_2: 0.25278130173683167 (0.21126299841919138) | > loss_disc_real_3: 0.2394903153181076 (0.22977370517936782) | > loss_disc_real_4: 0.2385151982307434 (0.23209049601351198) | > loss_disc_real_5: 0.20725485682487488 (0.22434037609315996) | > loss_0: 2.43603777885437 (2.359391860626451) | > grad_norm_0: tensor(24.3017, device='cuda:0') (tensor(15.4435, device='cuda:0')) | > loss_gen: 2.55941104888916 (2.4759013173568185) | > loss_kl: 1.894641637802124 (1.9806582184892203) | > loss_feat: 7.165403366088867 (6.995799383326392) | > loss_mel: 16.53900718688965 (17.396247533098542) | > loss_duration: 2.1354246139526367 (2.0173835748404105) | > loss_1: 30.293888092041016 (30.865989972598587) | > grad_norm_1: tensor(389.2354, device='cuda:0') (tensor(165.5319, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.401 (0.3844101189368933) | > loader_time: 0.0049 (0.00407654676006068)  --> TIME: 2024-06-11 20:35:23 -- STEP: 224/330 -- GLOBAL_STEP: 307675 | > loss_disc: 2.3596839904785156 (2.361196238015379) | > loss_disc_real_0: 0.0760410726070404 (0.11340540173530046) | > loss_disc_real_1: 0.2231282740831375 (0.1973487754086299) | > loss_disc_real_2: 0.18196861445903778 (0.2112440673767456) | > loss_disc_real_3: 0.21247518062591553 (0.23017339714403665) | > loss_disc_real_4: 0.18955831229686737 (0.23175558534317783) | > loss_disc_real_5: 0.17564988136291504 (0.22386319023956144) | > loss_0: 2.3596839904785156 (2.361196238015379) | > grad_norm_0: tensor(29.5836, device='cuda:0') (tensor(17.7789, device='cuda:0')) | > loss_gen: 2.4794607162475586 (2.4810581899115016) | > loss_kl: 2.0576815605163574 (1.986199310315507) | > loss_feat: 7.378005027770996 (7.0147442647389004) | > loss_mel: 17.63035011291504 (17.37915392007147) | > loss_duration: 2.135518789291382 (2.025310425353901) | > loss_1: 31.68101692199707 (30.886466111455643) | > grad_norm_1: tensor(471.5135, device='cuda:0') (tensor(192.4030, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.3928 (0.386877786900316) | > loader_time: 0.0051 (0.004198748086180005)  --> TIME: 2024-06-11 20:35:33 -- STEP: 249/330 -- GLOBAL_STEP: 307700 | > loss_disc: 2.4098024368286133 (2.364252097156632) | > loss_disc_real_0: 0.19808371365070343 (0.11590389442072815) | > loss_disc_real_1: 0.1705235242843628 (0.19740797250146375) | > loss_disc_real_2: 0.1764220893383026 (0.21160729307247453) | > loss_disc_real_3: 0.2425246238708496 (0.23019495971470952) | > loss_disc_real_4: 0.2597808539867401 (0.23150444647155133) | > loss_disc_real_5: 0.23597078025341034 (0.22299423532552987) | > loss_0: 2.4098024368286133 (2.364252097156632) | > grad_norm_0: tensor(40.6926, device='cuda:0') (tensor(19.9680, device='cuda:0')) | > loss_gen: 2.429049253463745 (2.481797301625631) | > loss_kl: 2.0608034133911133 (1.9894443597180775) | > loss_feat: 6.329300403594971 (7.017647928980939) | > loss_mel: 16.5284366607666 (17.34129462184676) | > loss_duration: 2.1023097038269043 (2.033930229374682) | > loss_1: 29.449899673461914 (30.864114477931256) | > grad_norm_1: tensor(417.0601, device='cuda:0') (tensor(212.6061, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.4297 (0.39033989446708955) | > loader_time: 0.0057 (0.004331832908722291)  --> TIME: 2024-06-11 20:35:45 -- STEP: 274/330 -- GLOBAL_STEP: 307725 | > loss_disc: 2.3875865936279297 (2.365216831221198) | > loss_disc_real_0: 0.2303597629070282 (0.11701321823481661) | > loss_disc_real_1: 0.24622775614261627 (0.19757642102067494) | > loss_disc_real_2: 0.25730058550834656 (0.2116854001570792) | > loss_disc_real_3: 0.2215365171432495 (0.23041249822526083) | > loss_disc_real_4: 0.22117219865322113 (0.2311607201169007) | > loss_disc_real_5: 0.2204635739326477 (0.2228074119473896) | > loss_0: 2.3875865936279297 (2.365216831221198) | > grad_norm_0: tensor(71.0789, device='cuda:0') (tensor(21.9701, device='cuda:0')) | > loss_gen: 2.5434556007385254 (2.4848987612411055) | > loss_kl: 1.9779129028320312 (1.991901924140262) | > loss_feat: 7.333164215087891 (7.0277950572271415) | > loss_mel: 16.83026123046875 (17.296908221975734) | > loss_duration: 2.14996075630188 (2.042776530241444) | > loss_1: 30.834754943847656 (30.844280514403852) | > grad_norm_1: tensor(649.9481, device='cuda:0') (tensor(233.3375, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.4612 (0.3951936794893585) | > loader_time: 0.0067 (0.0044946287670274716)  --> TIME: 2024-06-11 20:35:57 -- STEP: 299/330 -- GLOBAL_STEP: 307750 | > loss_disc: 2.38948130607605 (2.3692688447575914) | > loss_disc_real_0: 0.10699256509542465 (0.11859301404161597) | > loss_disc_real_1: 0.2340601086616516 (0.19791302274302103) | > loss_disc_real_2: 0.20006631314754486 (0.21165400818239483) | > loss_disc_real_3: 0.24804744124412537 (0.2305854591338531) | > loss_disc_real_4: 0.26431453227996826 (0.23135545919571432) | > loss_disc_real_5: 0.21123962104320526 (0.22317701583123925) | > loss_0: 2.38948130607605 (2.3692688447575914) | > grad_norm_0: tensor(17.6080, device='cuda:0') (tensor(23.5606, device='cuda:0')) | > loss_gen: 2.5735042095184326 (2.4864591754798515) | > loss_kl: 1.9366934299468994 (1.9956103503504725) | > loss_feat: 6.560386657714844 (7.031124183565477) | > loss_mel: 16.688352584838867 (17.253004587613624) | > loss_duration: 2.207141399383545 (2.0537413932806667) | > loss_1: 29.96607780456543 (30.81993967394366) | > grad_norm_1: tensor(374.9417, device='cuda:0') (tensor(248.7830, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.4882 (0.4009553644569424) | > loader_time: 0.0064 (0.004658625676081732)  --> TIME: 2024-06-11 20:36:10 -- STEP: 324/330 -- GLOBAL_STEP: 307775 | > loss_disc: 2.3623130321502686 (2.375994949429125) | > loss_disc_real_0: 0.17335520684719086 (0.12047005616082454) | > loss_disc_real_1: 0.23430602252483368 (0.19909576087454223) | > loss_disc_real_2: 0.2784433662891388 (0.21215931059401713) | > loss_disc_real_3: 0.210475355386734 (0.2307669758612727) | > loss_disc_real_4: 0.238715261220932 (0.23135066354348335) | > loss_disc_real_5: 0.2155943065881729 (0.2231586030971857) | > loss_0: 2.3623130321502686 (2.375994949429125) | > grad_norm_0: tensor(12.2834, device='cuda:0') (tensor(25.0679, device='cuda:0')) | > loss_gen: 2.6942741870880127 (2.479853874371376) | > loss_kl: 2.251051664352417 (2.0004409294069547) | > loss_feat: 9.630508422851562 (7.080679026650793) | > loss_mel: 17.802719116210938 (17.21573438467803) | > loss_duration: 2.2680211067199707 (2.0684396768057782) | > loss_1: 34.646575927734375 (30.84514789228086) | > grad_norm_1: tensor(220.7047, device='cuda:0') (tensor(259.9032, device='cuda:0')) | > current_lr_0: 0.0001840462658432897 | > current_lr_1: 0.0001840462658432897 | > step_time: 0.5999 (0.4120046106385597) | > loader_time: 0.0082 (0.004904486514903883)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4273324012756348 (2.4273324012756348) | > loss_disc_real_0: 0.24883416295051575 (0.24883416295051575) | > loss_disc_real_1: 0.1281425654888153 (0.1281425654888153) | > loss_disc_real_2: 0.15660032629966736 (0.15660032629966736) | > loss_disc_real_3: 0.25291353464126587 (0.25291353464126587) | > loss_disc_real_4: 0.29934337735176086 (0.29934337735176086) | > loss_disc_real_5: 0.21467764675617218 (0.21467764675617218) | > loss_0: 2.4273324012756348 (2.4273324012756348) | > loss_gen: 2.2844595909118652 (2.2844595909118652) | > loss_kl: 2.637085199356079 (2.637085199356079) | > loss_feat: 5.12535285949707 (5.12535285949707) | > loss_mel: 15.459847450256348 (15.459847450256348) | > loss_duration: 2.8510231971740723 (2.8510231971740723) | > loss_1: 28.357769012451172 (28.357769012451172)  --> STEP: 1 | > loss_disc: 1.976323127746582 (1.976323127746582) | > loss_disc_real_0: 0.06811503320932388 (0.06811503320932388) | > loss_disc_real_1: 0.1228690966963768 (0.1228690966963768) | > loss_disc_real_2: 0.1491394340991974 (0.1491394340991974) | > loss_disc_real_3: 0.23066730797290802 (0.23066730797290802) | > loss_disc_real_4: 0.21115465462207794 (0.21115465462207794) | > loss_disc_real_5: 0.18240401148796082 (0.18240401148796082) | > loss_0: 1.976323127746582 (1.976323127746582) | > loss_gen: 2.5353522300720215 (2.5353522300720215) | > loss_kl: 2.8960812091827393 (2.8960812091827393) | > loss_feat: 6.867581367492676 (6.867581367492676) | > loss_mel: 20.055477142333984 (20.055477142333984) | > loss_duration: 2.4018640518188477 (2.4018640518188477) | > loss_1: 34.75635528564453 (34.75635528564453)  --> STEP: 2 | > loss_disc: 2.28741717338562 (2.131870150566101) | > loss_disc_real_0: 0.14868295192718506 (0.10839899256825447) | > loss_disc_real_1: 0.2264360785484314 (0.1746525876224041) | > loss_disc_real_2: 0.2338186651468277 (0.19147904962301254) | > loss_disc_real_3: 0.21960800886154175 (0.22513765841722488) | > loss_disc_real_4: 0.2140481173992157 (0.21260138601064682) | > loss_disc_real_5: 0.18949544429779053 (0.18594972789287567) | > loss_0: 2.28741717338562 (2.131870150566101) | > loss_gen: 2.4435489177703857 (2.4894505739212036) | > loss_kl: 2.97908616065979 (2.9375836849212646) | > loss_feat: 5.591210842132568 (6.229396104812622) | > loss_mel: 17.686443328857422 (18.870960235595703) | > loss_duration: 2.4106383323669434 (2.4062511920928955) | > loss_1: 31.11092758178711 (32.93364143371582)  --> STEP: 3 | > loss_disc: 2.077937364578247 (2.1138925552368164) | > loss_disc_real_0: 0.11292842030525208 (0.10990880181392033) | > loss_disc_real_1: 0.17060211300849915 (0.1733024294177691) | > loss_disc_real_2: 0.22755295038223267 (0.20350368320941925) | > loss_disc_real_3: 0.18598663806915283 (0.21208731830120087) | > loss_disc_real_4: 0.19087524712085724 (0.2053593397140503) | > loss_disc_real_5: 0.1720663607120514 (0.18132193883260092) | > loss_0: 2.077937364578247 (2.1138925552368164) | > loss_gen: 2.474302291870117 (2.4844011465708413) | > loss_kl: 3.053544759750366 (2.9762373765309653) | > loss_feat: 5.503554344177246 (5.987448851267497) | > loss_mel: 16.55376434326172 (18.098561604817707) | > loss_duration: 2.344874143600464 (2.3857921759287515) | > loss_1: 29.930038452148438 (31.932440439860027)  --> STEP: 4 | > loss_disc: 2.383084297180176 (2.1811904907226562) | > loss_disc_real_0: 0.10873749852180481 (0.10961597599089146) | > loss_disc_real_1: 0.11385638266801834 (0.15844091773033142) | > loss_disc_real_2: 0.1746399998664856 (0.19628776237368584) | > loss_disc_real_3: 0.21296191215515137 (0.2123059667646885) | > loss_disc_real_4: 0.2301723062992096 (0.21156258136034012) | > loss_disc_real_5: 0.23935534060001373 (0.19583028927445412) | > loss_0: 2.383084297180176 (2.1811904907226562) | > loss_gen: 2.287707805633545 (2.4352278113365173) | > loss_kl: 3.6707165241241455 (3.1498571634292603) | > loss_feat: 8.675381660461426 (6.659432053565979) | > loss_mel: 18.045345306396484 (18.085257530212402) | > loss_duration: 2.315370798110962 (2.368186831474304) | > loss_1: 34.99452209472656 (32.69796085357666)  --> STEP: 5 | > loss_disc: 2.488402843475342 (2.2426329612731934) | > loss_disc_real_0: 0.12072843313217163 (0.11183846741914749) | > loss_disc_real_1: 0.17200282216072083 (0.1611532986164093) | > loss_disc_real_2: 0.25291597843170166 (0.207613405585289) | > loss_disc_real_3: 0.2731590270996094 (0.22447657883167266) | > loss_disc_real_4: 0.3069126009941101 (0.23063258528709413) | > loss_disc_real_5: 0.2431933879852295 (0.2053029090166092) | > loss_0: 2.488402843475342 (2.2426329612731934) | > loss_gen: 2.402898073196411 (2.428761863708496) | > loss_kl: 2.866997718811035 (3.0932852745056154) | > loss_feat: 4.790101051330566 (6.2855658531188965) | > loss_mel: 17.776548385620117 (18.023515701293945) | > loss_duration: 2.3513970375061035 (2.364828872680664) | > loss_1: 30.187942504882812 (32.19595718383789)  --> STEP: 6 | > loss_disc: 2.515185594558716 (2.2880584001541138) | > loss_disc_real_0: 0.17852801084518433 (0.12295339132348697) | > loss_disc_real_1: 0.1888802945613861 (0.16577446460723877) | > loss_disc_real_2: 0.24003112316131592 (0.21301635851462683) | > loss_disc_real_3: 0.27987140417099 (0.2337090497215589) | > loss_disc_real_4: 0.3078608214855194 (0.24350395798683167) | > loss_disc_real_5: 0.27393248677253723 (0.21674117197593054) | > loss_0: 2.515185594558716 (2.2880584001541138) | > loss_gen: 2.507937431335449 (2.4419577916463218) | > loss_kl: 2.3069026470184326 (2.9622215032577515) | > loss_feat: 4.672662258148193 (6.016748587290446) | > loss_mel: 17.461759567260742 (17.929889678955078) | > loss_duration: 2.2289481163024902 (2.3421820799509683) | > loss_1: 29.17820930480957 (31.692999203999836)  --> STEP: 7 | > loss_disc: 2.3123600482940674 (2.291530064174107) | > loss_disc_real_0: 0.11173661053180695 (0.12135099406753268) | > loss_disc_real_1: 0.1461798995733261 (0.16297524103096553) | > loss_disc_real_2: 0.25163504481315613 (0.21853331370013102) | > loss_disc_real_3: 0.21563830971717834 (0.2311275154352188) | > loss_disc_real_4: 0.2573578953742981 (0.24548309189932688) | > loss_disc_real_5: 0.2390970140695572 (0.21993486370359147) | > loss_0: 2.3123600482940674 (2.291530064174107) | > loss_gen: 2.476997137069702 (2.4469634124210904) | > loss_kl: 4.408075332641602 (3.168772050312587) | > loss_feat: 7.0588154792785645 (6.165615286145892) | > loss_mel: 18.07086753845215 (17.950029373168945) | > loss_duration: 2.4126901626586914 (2.352254663194929) | > loss_1: 34.42744445800781 (32.08363424028669)  --> STEP: 8 | > loss_disc: 2.202516555786133 (2.2804033756256104) | > loss_disc_real_0: 0.1617230474948883 (0.12639750074595213) | > loss_disc_real_1: 0.15713071823120117 (0.162244675680995) | > loss_disc_real_2: 0.1006113737821579 (0.20379307121038437) | > loss_disc_real_3: 0.2714245617389679 (0.23616464622318745) | > loss_disc_real_4: 0.22040776908397675 (0.2423486765474081) | > loss_disc_real_5: 0.21225224435329437 (0.21897453628480434) | > loss_0: 2.202516555786133 (2.2804033756256104) | > loss_gen: 2.334902286529541 (2.4329557716846466) | > loss_kl: 3.2683563232421875 (3.1812200844287872) | > loss_feat: 10.73487377166748 (6.73677259683609) | > loss_mel: 19.492218017578125 (18.142802953720093) | > loss_duration: 2.231822967529297 (2.337200701236725) | > loss_1: 38.06217575073242 (32.83095192909241)  --> STEP: 9 | > loss_disc: 2.515270233154297 (2.3064996931287975) | > loss_disc_real_0: 0.17448750138282776 (0.13174083415004942) | > loss_disc_real_1: 0.2338942438364029 (0.17020573880937365) | > loss_disc_real_2: 0.19816771149635315 (0.20316803124215868) | > loss_disc_real_3: 0.2621563673019409 (0.23905261523193783) | > loss_disc_real_4: 0.29965776205062866 (0.2487163527144326) | > loss_disc_real_5: 0.26749324798583984 (0.22436550425158608) | > loss_0: 2.515270233154297 (2.3064996931287975) | > loss_gen: 2.4744455814361572 (2.4375657505459256) | > loss_kl: 3.1035213470458984 (3.172586891386244) | > loss_feat: 7.641454219818115 (6.837292777167426) | > loss_mel: 18.051958084106445 (18.132709079318577) | > loss_duration: 2.1863045692443848 (2.320434464348687) | > loss_1: 33.45768356323242 (32.900588777330185)  --> STEP: 10 | > loss_disc: 2.567434072494507 (2.3325931310653685) | > loss_disc_real_0: 0.10285256057977676 (0.12885200679302217) | > loss_disc_real_1: 0.20091786980628967 (0.17327695190906525) | > loss_disc_real_2: 0.25069287419319153 (0.20792051553726196) | > loss_disc_real_3: 0.2722260653972626 (0.2423699602484703) | > loss_disc_real_4: 0.33666467666625977 (0.25751118510961535) | > loss_disc_real_5: 0.26878121495246887 (0.22880707532167435) | > loss_0: 2.567434072494507 (2.3325931310653685) | > loss_gen: 2.222515106201172 (2.41606068611145) | > loss_kl: 2.3829739093780518 (3.0936255931854246) | > loss_feat: 4.219316482543945 (6.5754951477050785) | > loss_mel: 16.204891204833984 (17.939927291870116) | > loss_duration: 2.390040397644043 (2.3273950576782227) | > loss_1: 27.41973876953125 (32.35250377655029)  --> STEP: 11 | > loss_disc: 2.453031301498413 (2.343542055650191) | > loss_disc_real_0: 0.16923567652702332 (0.13252324949611316) | > loss_disc_real_1: 0.26996153593063354 (0.18206645954738965) | > loss_disc_real_2: 0.23213285207748413 (0.21012163704091852) | > loss_disc_real_3: 0.276081919670105 (0.24543468383225528) | > loss_disc_real_4: 0.32502028346061707 (0.2636483758687973) | > loss_disc_real_5: 0.26396995782852173 (0.23200370100411502) | > loss_0: 2.453031301498413 (2.343542055650191) | > loss_gen: 2.6805219650268555 (2.440102620558305) | > loss_kl: 3.598590850830078 (3.139531525698575) | > loss_feat: 6.138727188110352 (6.535788969560103) | > loss_mel: 17.461702346801758 (17.896452296863902) | > loss_duration: 2.5328197479248047 (2.346070029518821) | > loss_1: 32.41236114501953 (32.35794535550204)  --> STEP: 12 | > loss_disc: 2.6225788593292236 (2.3667951226234436) | > loss_disc_real_0: 0.11170782148838043 (0.13078863049546877) | > loss_disc_real_1: 0.21709825098514557 (0.18498577550053596) | > loss_disc_real_2: 0.2113194316625595 (0.2102214532593886) | > loss_disc_real_3: 0.25531211495399475 (0.24625780309240022) | > loss_disc_real_4: 0.2867142856121063 (0.2655705350140731) | > loss_disc_real_5: 0.28217220306396484 (0.2361844095091025) | > loss_0: 2.6225788593292236 (2.3667951226234436) | > loss_gen: 2.101696491241455 (2.411902109781901) | > loss_kl: 3.0903408527374268 (3.1354323029518127) | > loss_feat: 4.987089157104492 (6.406730651855469) | > loss_mel: 16.552139282226562 (17.78442621231079) | > loss_duration: 2.173801898956299 (2.331714351971944) | > loss_1: 28.905067443847656 (32.070205529530845)  --> STEP: 13 | > loss_disc: 2.3617124557495117 (2.3664041482485256) | > loss_disc_real_0: 0.14887475967407227 (0.1321798712015152) | > loss_disc_real_1: 0.17866738140583038 (0.18449974518555862) | > loss_disc_real_2: 0.19048364460468292 (0.2087031602859497) | > loss_disc_real_3: 0.2567662000656128 (0.24706614132110888) | > loss_disc_real_4: 0.2742317318916321 (0.26623678092773145) | > loss_disc_real_5: 0.3147529065608978 (0.2422281400515483) | > loss_0: 2.3617124557495117 (2.3664041482485256) | > loss_gen: 2.3592193126678467 (2.407849586926974) | > loss_kl: 3.180847406387329 (3.1389257724468527) | > loss_feat: 5.199858665466309 (6.313894345210149) | > loss_mel: 16.256765365600586 (17.66691383948693) | > loss_duration: 2.258328437805176 (2.3260692816514235) | > loss_1: 29.255016326904297 (31.853652513944187)  --> STEP: 14 | > loss_disc: 2.324423313140869 (2.3634055171694075) | > loss_disc_real_0: 0.07229623943567276 (0.12790246893252646) | > loss_disc_real_1: 0.13442637026309967 (0.1809230755482401) | > loss_disc_real_2: 0.1874886006116867 (0.20718783459493093) | > loss_disc_real_3: 0.26640230417251587 (0.2484472958104951) | > loss_disc_real_4: 0.3037365674972534 (0.26891533711126875) | > loss_disc_real_5: 0.23493771255016327 (0.2417073952300208) | > loss_0: 2.324423313140869 (2.3634055171694075) | > loss_gen: 2.36747407913208 (2.4049656220844815) | > loss_kl: 3.228667736053467 (3.1453359127044678) | > loss_feat: 8.526571273803711 (6.471942697252546) | > loss_mel: 19.773334503173828 (17.81737245832171) | > loss_duration: 2.3724355697631836 (2.329381159373692) | > loss_1: 36.26848602294922 (32.1689977645874)  --> STEP: 15 | > loss_disc: 2.1894190311431885 (2.351806418100993) | > loss_disc_real_0: 0.09182752668857574 (0.12549747278292975) | > loss_disc_real_1: 0.07934965938329697 (0.17415151447057725) | > loss_disc_real_2: 0.1799967736005783 (0.20537509719530742) | > loss_disc_real_3: 0.211314857006073 (0.2459717998902003) | > loss_disc_real_4: 0.2579291760921478 (0.2681829263766607) | > loss_disc_real_5: 0.23892240226268768 (0.2415217290321986) | > loss_0: 2.1894190311431885 (2.351806418100993) | > loss_gen: 2.3107481002807617 (2.3986844539642336) | > loss_kl: 3.0005416870117188 (3.135682964324951) | > loss_feat: 6.155191898345947 (6.450825977325439) | > loss_mel: 18.078081130981445 (17.834753036499023) | > loss_duration: 2.3352277278900146 (2.3297709306081136) | > loss_1: 31.879791259765625 (32.14971733093262)  --> STEP: 16 | > loss_disc: 2.514280319213867 (2.3619610369205475) | > loss_disc_real_0: 0.10119300335645676 (0.12397844344377519) | > loss_disc_real_1: 0.2807849943637848 (0.1808161069639027) | > loss_disc_real_2: 0.22684995830059052 (0.2067172760143876) | > loss_disc_real_3: 0.3186095952987671 (0.2505116621032357) | > loss_disc_real_4: 0.2904737591743469 (0.26957610342651606) | > loss_disc_real_5: 0.33807507157325745 (0.24755631294101477) | > loss_0: 2.514280319213867 (2.3619610369205475) | > loss_gen: 2.5092828273773193 (2.4055968523025513) | > loss_kl: 2.9919729232788086 (3.1267010867595673) | > loss_feat: 6.898881912231445 (6.478829473257065) | > loss_mel: 14.935887336730957 (17.65357393026352) | > loss_duration: 2.367990732192993 (2.3321596682071686) | > loss_1: 29.704015731811523 (31.99686098098755)  --> STEP: 17 | > loss_disc: 2.3997325897216797 (2.3641828929676727) | > loss_disc_real_0: 0.12737873196601868 (0.12417846041567185) | > loss_disc_real_1: 0.16171972453594208 (0.17969279035049326) | > loss_disc_real_2: 0.21701179444789886 (0.2073228359222412) | > loss_disc_real_3: 0.2656913101673126 (0.2514045825775932) | > loss_disc_real_4: 0.2792958915233612 (0.27014785566750693) | > loss_disc_real_5: 0.34608644247055054 (0.2533522029133404) | > loss_0: 2.3997325897216797 (2.3641828929676727) | > loss_gen: 2.3929193019866943 (2.4048511140486775) | > loss_kl: 2.6712963581085205 (3.099912573309506) | > loss_feat: 5.442046642303467 (6.4178422479068535) | > loss_mel: 18.63738250732422 (17.711445023031796) | > loss_duration: 2.4522104263305664 (2.339221477508545) | > loss_1: 31.595855712890625 (31.973272435805377)  --> STEP: 18 | > loss_disc: 2.275949239730835 (2.3592810233434043) | > loss_disc_real_0: 0.06089869141578674 (0.12066291769345601) | > loss_disc_real_1: 0.18278758227825165 (0.17986472323536873) | > loss_disc_real_2: 0.203362375497818 (0.2071028103431066) | > loss_disc_real_3: 0.14620435237884521 (0.24556012534432942) | > loss_disc_real_4: 0.18394984304904938 (0.2653590771887038) | > loss_disc_real_5: 0.17615431547164917 (0.249063431388802) | > loss_0: 2.275949239730835 (2.3592810233434043) | > loss_gen: 2.214071750640869 (2.3942522605260215) | > loss_kl: 2.999413013458252 (3.0943292644288807) | > loss_feat: 8.914135932922363 (6.556525230407715) | > loss_mel: 19.943649291992188 (17.835456371307373) | > loss_duration: 2.2839488983154297 (2.336150778664483) | > loss_1: 36.35521697998047 (32.21671379937066)  --> STEP: 19 | > loss_disc: 2.560699939727783 (2.3698820189425818) | > loss_disc_real_0: 0.19589820504188538 (0.12462266965916283) | > loss_disc_real_1: 0.18667863309383392 (0.1802233500700248) | > loss_disc_real_2: 0.2096584439277649 (0.20723731737387807) | > loss_disc_real_3: 0.32554665207862854 (0.24976994254087148) | > loss_disc_real_4: 0.32619914412498474 (0.2685611859748238) | > loss_disc_real_5: 0.3770696818828583 (0.2558006024674365) | > loss_0: 2.560699939727783 (2.3698820189425818) | > loss_gen: 2.5361287593841553 (2.4017194446764494) | > loss_kl: 2.307033061981201 (3.052892622194792) | > loss_feat: 6.247458457946777 (6.540258558172929) | > loss_mel: 18.132780075073242 (17.85110498729505) | > loss_duration: 2.343695640563965 (2.3365478766591927) | > loss_1: 31.567096710205078 (32.18252342625668)  --> STEP: 20 | > loss_disc: 2.312140464782715 (2.366994941234588) | > loss_disc_real_0: 0.0823240727186203 (0.1225077398121357) | > loss_disc_real_1: 0.08585143089294434 (0.17550475411117078) | > loss_disc_real_2: 0.1853206753730774 (0.20614148527383805) | > loss_disc_real_3: 0.20839478075504303 (0.24770118445158004) | > loss_disc_real_4: 0.25321871042251587 (0.2677940621972084) | > loss_disc_real_5: 0.30053144693374634 (0.258037144690752) | > loss_0: 2.312140464782715 (2.366994941234588) | > loss_gen: 2.266571521759033 (2.3949620485305787) | > loss_kl: 2.5863640308380127 (3.029566192626953) | > loss_feat: 7.504795551300049 (6.5884854078292845) | > loss_mel: 19.960662841796875 (17.95658288002014) | > loss_duration: 2.306446075439453 (2.3350427865982057) | > loss_1: 34.624839782714844 (32.30463924407959)  --> STEP: 21 | > loss_disc: 2.120626449584961 (2.3552631082988915) | > loss_disc_real_0: 0.16220474243164062 (0.12439807327020735) | > loss_disc_real_1: 0.183921217918396 (0.17590553810199103) | > loss_disc_real_2: 0.23739507794380188 (0.20762975159145536) | > loss_disc_real_3: 0.24360911548137665 (0.24750632402442752) | > loss_disc_real_4: 0.1975153386592865 (0.2644474563144502) | > loss_disc_real_5: 0.2825210392475128 (0.2592030444315502) | > loss_0: 2.120626449584961 (2.3552631082988915) | > loss_gen: 2.891263961791992 (2.418595472971598) | > loss_kl: 2.4186153411865234 (3.000473294939314) | > loss_feat: 7.522517204284668 (6.632963112422398) | > loss_mel: 16.085824966430664 (17.86749916984921) | > loss_duration: 2.2053356170654297 (2.3288662547156926) | > loss_1: 31.123558044433594 (32.24839728219168)  --> STEP: 22 | > loss_disc: 2.357330083847046 (2.3553570617328985) | > loss_disc_real_0: 0.09836331009864807 (0.12321467494422739) | > loss_disc_real_1: 0.16561394929885864 (0.17543773861093956) | > loss_disc_real_2: 0.14381268620491028 (0.20472897589206696) | > loss_disc_real_3: 0.1887786090373993 (0.24483688243410803) | > loss_disc_real_4: 0.27936458587646484 (0.26512550765817816) | > loss_disc_real_5: 0.28100308775901794 (0.2601939554918896) | > loss_0: 2.357330083847046 (2.3553570617328985) | > loss_gen: 2.212773084640503 (2.4092399098656396) | > loss_kl: 2.2206883430480957 (2.9650285243988037) | > loss_feat: 6.367166042327881 (6.620881427418102) | > loss_mel: 15.864410400390625 (17.776449680328366) | > loss_duration: 2.2224643230438232 (2.3240298032760625) | > loss_1: 28.887500762939453 (32.095629258589305)  --> STEP: 23 | > loss_disc: 2.539160966873169 (2.3633485358694317) | > loss_disc_real_0: 0.20640525221824646 (0.12683165656483691) | > loss_disc_real_1: 0.21758319437503815 (0.17727014973111774) | > loss_disc_real_2: 0.2843688428401947 (0.20819157880285513) | > loss_disc_real_3: 0.2959192991256714 (0.24705785707287167) | > loss_disc_real_4: 0.25509998202323914 (0.26468961523926776) | > loss_disc_real_5: 0.24025669693946838 (0.25932711816352344) | > loss_0: 2.539160966873169 (2.3633485358694317) | > loss_gen: 2.4585492610931396 (2.411383794701618) | > loss_kl: 2.4140563011169434 (2.941073210343071) | > loss_feat: 6.284083843231201 (6.606238054192585) | > loss_mel: 18.186256408691406 (17.79426736417024) | > loss_duration: 2.277076244354248 (2.3219883441925053) | > loss_1: 31.62002182006836 (32.07495067430579)  --> STEP: 24 | > loss_disc: 2.4401423931121826 (2.3665482799212127) | > loss_disc_real_0: 0.17795464396476746 (0.12896178103983402) | > loss_disc_real_1: 0.12685593962669373 (0.17516955764343342) | > loss_disc_real_2: 0.2552618682384491 (0.21015284086267152) | > loss_disc_real_3: 0.300815224647522 (0.2492977473884821) | > loss_disc_real_4: 0.30828532576560974 (0.26650610317786533) | > loss_disc_real_5: 0.27670934796333313 (0.2600513777385155) | > loss_0: 2.4401423931121826 (2.3665482799212127) | > loss_gen: 2.443402051925659 (2.4127178887526197) | > loss_kl: 2.6005778312683105 (2.9268859028816223) | > loss_feat: 6.113327503204346 (6.585700114568074) | > loss_mel: 16.98151397705078 (17.76040263970693) | > loss_duration: 2.424272298812866 (2.3262501756350202) | > loss_1: 30.563093185424805 (32.01195661226908)  --> STEP: 25 | > loss_disc: 2.4840378761291504 (2.37124786376953) | > loss_disc_real_0: 0.13040602207183838 (0.1290195506811142) | > loss_disc_real_1: 0.28900057077407837 (0.17972279816865921) | > loss_disc_real_2: 0.3101152181625366 (0.21415133595466615) | > loss_disc_real_3: 0.20848356187343597 (0.24766517996788026) | > loss_disc_real_4: 0.27848348021507263 (0.26698519825935363) | > loss_disc_real_5: 0.20000186562538147 (0.25764939725399016) | > loss_0: 2.4840378761291504 (2.37124786376953) | > loss_gen: 2.343667984008789 (2.4099558925628664) | > loss_kl: 2.5449671745300293 (2.9116091537475586) | > loss_feat: 5.187513828277588 (6.529772663116455) | > loss_mel: 16.03026008605957 (17.691196937561035) | > loss_duration: 2.3626277446746826 (2.3277052783966066) | > loss_1: 28.469036102294922 (31.870239791870116)  --> STEP: 26 | > loss_disc: 2.6347057819366455 (2.3813808606221114) | > loss_disc_real_0: 0.09093376994132996 (0.12755471296035326) | > loss_disc_real_1: 0.1765766590833664 (0.17960179281922486) | > loss_disc_real_2: 0.17295101284980774 (0.21256670814294082) | > loss_disc_real_3: 0.28759780526161194 (0.2492010501714853) | > loss_disc_real_4: 0.2808739244937897 (0.2675193800376012) | > loss_disc_real_5: 0.392015665769577 (0.2628173306584358) | > loss_0: 2.6347057819366455 (2.3813808606221114) | > loss_gen: 2.8197073936462402 (2.4257155656814575) | > loss_kl: 2.354712963104248 (2.890190069492047) | > loss_feat: 16.804685592651367 (6.924961621944721) | > loss_mel: 19.96578025817871 (17.778680911430946) | > loss_duration: 2.272695541381836 (2.325589519280654) | > loss_1: 44.21758270263672 (32.34513759613037) --> EVAL PERFORMANCE | > avg_loader_time: 0.002407688360947829 (-4.160404205322309e-05) | > avg_loss_disc: 2.3813808606221114 (-0.07364608691289032) | > avg_loss_disc_real_0: 0.12755471296035326 (-0.0585051067173481) | > avg_loss_disc_real_1: 0.17960179281922486 (+0.0019759412568348955) | > avg_loss_disc_real_2: 0.21256670814294082 (+0.0023948449928027082) | > avg_loss_disc_real_3: 0.2492010501714853 (-0.027177567665393476) | > avg_loss_disc_real_4: 0.2675193800376012 (+0.008555806027008894) | > avg_loss_disc_real_5: 0.2628173306584358 (-0.007271590141149642) | > avg_loss_0: 2.3813808606221114 (-0.07364608691289032) | > avg_loss_gen: 2.4257155656814575 (-0.06196055962489222) | > avg_loss_kl: 2.890190069492047 (-0.0540339121451745) | > avg_loss_feat: 6.924961621944721 (+0.15721000157869813) | > avg_loss_mel: 17.778680911430946 (+0.6951742539039039) | > avg_loss_duration: 2.325589519280654 (-0.01284724015455918) | > avg_loss_1: 32.34513759613037 (+0.7235423601590654)  > EPOCH: 666/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:36:34)   --> TIME: 2024-06-11 20:36:42 -- STEP: 19/330 -- GLOBAL_STEP: 307800 | > loss_disc: 2.269792079925537 (2.3127201607352807) | > loss_disc_real_0: 0.11153922975063324 (0.1070583670547134) | > loss_disc_real_1: 0.19539770483970642 (0.19995102207911641) | > loss_disc_real_2: 0.18139947950839996 (0.2078484649720945) | > loss_disc_real_3: 0.20950116217136383 (0.2234809751573362) | > loss_disc_real_4: 0.2194807529449463 (0.22897708494412272) | > loss_disc_real_5: 0.22177757322788239 (0.22563842017399638) | > loss_0: 2.269792079925537 (2.3127201607352807) | > grad_norm_0: tensor(9.2191, device='cuda:0') (tensor(7.8813, device='cuda:0')) | > loss_gen: 2.554445743560791 (2.5182728641911556) | > loss_kl: 1.9640343189239502 (1.8583454521078813) | > loss_feat: 7.769205093383789 (6.85618445747777) | > loss_mel: 17.26007843017578 (17.716382277639287) | > loss_duration: 1.9620633125305176 (2.065645613168415) | > loss_1: 31.509824752807617 (31.014830037167197) | > grad_norm_1: tensor(78.3873, device='cuda:0') (tensor(87.4888, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.3811 (0.3655394127494411) | > loader_time: 0.0039 (0.0032386026884380138)  --> TIME: 2024-06-11 20:36:51 -- STEP: 44/330 -- GLOBAL_STEP: 307825 | > loss_disc: 2.2972967624664307 (2.331053262407131) | > loss_disc_real_0: 0.11471474170684814 (0.10699117928743362) | > loss_disc_real_1: 0.19318488240242004 (0.19815431094982408) | > loss_disc_real_2: 0.20671138167381287 (0.20667742599140515) | > loss_disc_real_3: 0.24910011887550354 (0.22812872075221755) | > loss_disc_real_4: 0.2167305052280426 (0.22974525019526482) | > loss_disc_real_5: 0.24488390982151031 (0.2243852327493104) | > loss_0: 2.2972967624664307 (2.331053262407131) | > grad_norm_0: tensor(7.4493, device='cuda:0') (tensor(7.4987, device='cuda:0')) | > loss_gen: 2.5099282264709473 (2.506179159337824) | > loss_kl: 1.8510044813156128 (1.8912865627895703) | > loss_feat: 8.038318634033203 (7.020214460112832) | > loss_mel: 18.41325569152832 (17.652436993338846) | > loss_duration: 1.9262664318084717 (2.01644795591181) | > loss_1: 32.738773345947266 (31.08656510439786) | > grad_norm_1: tensor(57.6472, device='cuda:0') (tensor(77.5454, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.3609 (0.36544573848897755) | > loader_time: 0.004 (0.0034474188631231136)  --> TIME: 2024-06-11 20:37:01 -- STEP: 69/330 -- GLOBAL_STEP: 307850 | > loss_disc: 2.4728546142578125 (2.343070949333302) | > loss_disc_real_0: 0.09433683753013611 (0.10772024861712387) | > loss_disc_real_1: 0.2423715740442276 (0.1970925585947175) | > loss_disc_real_2: 0.26256513595581055 (0.20889479029869687) | > loss_disc_real_3: 0.22815527021884918 (0.22706609554048898) | > loss_disc_real_4: 0.23904383182525635 (0.22939923124900763) | > loss_disc_real_5: 0.25119757652282715 (0.22309538851613583) | > loss_0: 2.4728546142578125 (2.343070949333302) | > grad_norm_0: tensor(11.9209, device='cuda:0') (tensor(8.3013, device='cuda:0')) | > loss_gen: 2.556702136993408 (2.4841026568758315) | > loss_kl: 2.0646204948425293 (1.8970202639483023) | > loss_feat: 6.796144962310791 (6.980393872744795) | > loss_mel: 16.944501876831055 (17.578848963198453) | > loss_duration: 1.936322569847107 (2.0016580249952227) | > loss_1: 30.29829216003418 (30.94202370574509) | > grad_norm_1: tensor(149.6253, device='cuda:0') (tensor(84.8286, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.3537 (0.36665477614471875) | > loader_time: 0.0037 (0.0035302811774654665)  --> TIME: 2024-06-11 20:37:10 -- STEP: 94/330 -- GLOBAL_STEP: 307875 | > loss_disc: 2.2568204402923584 (2.3434114988814008) | > loss_disc_real_0: 0.10555849969387054 (0.10978497564792633) | > loss_disc_real_1: 0.21640942990779877 (0.19697525241273514) | > loss_disc_real_2: 0.20687377452850342 (0.20916665884408545) | > loss_disc_real_3: 0.1930137276649475 (0.22804075875814925) | > loss_disc_real_4: 0.2183205485343933 (0.22992967116705915) | > loss_disc_real_5: 0.19818322360515594 (0.22237561849203516) | > loss_0: 2.2568204402923584 (2.3434114988814008) | > grad_norm_0: tensor(10.0903, device='cuda:0') (tensor(8.2267, device='cuda:0')) | > loss_gen: 2.588121175765991 (2.4768000359230857) | > loss_kl: 2.121661901473999 (1.9169366575301963) | > loss_feat: 7.600747585296631 (6.953767218488328) | > loss_mel: 17.794939041137695 (17.54276480573289) | > loss_duration: 2.026762008666992 (1.998469392035869) | > loss_1: 32.132232666015625 (30.888738104637632) | > grad_norm_1: tensor(64.4423, device='cuda:0') (tensor(86.5413, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.3758 (0.3682863965947578) | > loader_time: 0.0037 (0.0035789469455150846)  --> TIME: 2024-06-11 20:37:20 -- STEP: 119/330 -- GLOBAL_STEP: 307900 | > loss_disc: 2.300670623779297 (2.3466488072852134) | > loss_disc_real_0: 0.12778672575950623 (0.1109051682493266) | > loss_disc_real_1: 0.17491060495376587 (0.19681522838708734) | > loss_disc_real_2: 0.2112041562795639 (0.20996782183647156) | > loss_disc_real_3: 0.21585413813591003 (0.22774223670238206) | > loss_disc_real_4: 0.19855374097824097 (0.23005802866791478) | > loss_disc_real_5: 0.20623917877674103 (0.22270817779192403) | > loss_0: 2.300670623779297 (2.3466488072852134) | > grad_norm_0: tensor(4.3627, device='cuda:0') (tensor(8.0202, device='cuda:0')) | > loss_gen: 2.5153982639312744 (2.4757941570602546) | > loss_kl: 1.9456456899642944 (1.9423656343412) | > loss_feat: 7.858082294464111 (6.993699514565348) | > loss_mel: 18.366636276245117 (17.535403708449934) | > loss_duration: 2.0014429092407227 (2.0003039937059413) | > loss_1: 32.68720626831055 (30.947566954027703) | > grad_norm_1: tensor(81.8655, device='cuda:0') (tensor(83.8117, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.3685 (0.3695701290579404) | > loader_time: 0.0037 (0.003638449837179745)  --> TIME: 2024-06-11 20:37:29 -- STEP: 144/330 -- GLOBAL_STEP: 307925 | > loss_disc: 2.3380379676818848 (2.35450800922182) | > loss_disc_real_0: 0.09686799347400665 (0.11165299416623181) | > loss_disc_real_1: 0.16982963681221008 (0.19673162864314186) | > loss_disc_real_2: 0.18806114792823792 (0.21086462814774778) | > loss_disc_real_3: 0.2384851574897766 (0.22805893265952668) | > loss_disc_real_4: 0.21042120456695557 (0.23076017925308812) | > loss_disc_real_5: 0.1908615678548813 (0.2231741180229518) | > loss_0: 2.3380379676818848 (2.35450800922182) | > grad_norm_0: tensor(7.5618, device='cuda:0') (tensor(8.0922, device='cuda:0')) | > loss_gen: 2.3931586742401123 (2.4675925059451) | > loss_kl: 1.886815071105957 (1.9570629936125543) | > loss_feat: 6.987131118774414 (6.973041928476758) | > loss_mel: 17.2451114654541 (17.510069701406692) | > loss_duration: 1.9978818893432617 (2.005403486390908) | > loss_1: 30.51009750366211 (30.913170615832012) | > grad_norm_1: tensor(64.0099, device='cuda:0') (tensor(84.9579, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.4017 (0.37190737823645287) | > loader_time: 0.0046 (0.0037343568272060817)  --> TIME: 2024-06-11 20:37:39 -- STEP: 169/330 -- GLOBAL_STEP: 307950 | > loss_disc: 2.4055652618408203 (2.35381978785498) | > loss_disc_real_0: 0.11076174676418304 (0.11242444015289904) | > loss_disc_real_1: 0.13856175541877747 (0.19626509402630596) | > loss_disc_real_2: 0.18829555809497833 (0.21062786224678423) | > loss_disc_real_3: 0.22105073928833008 (0.22861075850986165) | > loss_disc_real_4: 0.2205333560705185 (0.2303202735954488) | > loss_disc_real_5: 0.19499637186527252 (0.22224375887735356) | > loss_0: 2.4055652618408203 (2.35381978785498) | > grad_norm_0: tensor(11.8444, device='cuda:0') (tensor(9.1368, device='cuda:0')) | > loss_gen: 2.393458843231201 (2.4688861454732325) | > loss_kl: 1.977823257446289 (1.9625840836022732) | > loss_feat: 6.788738250732422 (6.95968172818246) | > loss_mel: 17.611833572387695 (17.50744088302703) | > loss_duration: 2.0699450969696045 (2.010662304579153) | > loss_1: 30.841798782348633 (30.909255112416645) | > grad_norm_1: tensor(197.2891, device='cuda:0') (tensor(103.4386, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.3911 (0.3742730786814494) | > loader_time: 0.0043 (0.003829171671669864)  --> TIME: 2024-06-11 20:37:49 -- STEP: 194/330 -- GLOBAL_STEP: 307975 | > loss_disc: 2.383199691772461 (2.354706804776929) | > loss_disc_real_0: 0.1326543092727661 (0.11436667466132912) | > loss_disc_real_1: 0.20076337456703186 (0.1964950157502263) | > loss_disc_real_2: 0.20394916832447052 (0.21009978767215592) | > loss_disc_real_3: 0.22490951418876648 (0.22883870898141073) | > loss_disc_real_4: 0.22679410874843597 (0.23067858953451373) | > loss_disc_real_5: 0.24205675721168518 (0.22258006527866284) | > loss_0: 2.383199691772461 (2.354706804776929) | > grad_norm_0: tensor(30.5644, device='cuda:0') (tensor(11.0873, device='cuda:0')) | > loss_gen: 2.4727823734283447 (2.47562726502566) | > loss_kl: 2.0344398021698 (1.9654560384062147) | > loss_feat: 7.254444599151611 (6.962696016449289) | > loss_mel: 18.036529541015625 (17.468674099322453) | > loss_duration: 2.034943103790283 (2.017829833571443) | > loss_1: 31.83313751220703 (30.89028322082205) | > grad_norm_1: tensor(279.8267, device='cuda:0') (tensor(128.7561, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.4086 (0.3767023356919438) | > loader_time: 0.0047 (0.0039211081475326705)  --> TIME: 2024-06-11 20:38:00 -- STEP: 219/330 -- GLOBAL_STEP: 308000 | > loss_disc: 2.2375993728637695 (2.354901139594647) | > loss_disc_real_0: 0.10826952755451202 (0.11455724504032092) | > loss_disc_real_1: 0.17741751670837402 (0.19705367585023245) | > loss_disc_real_2: 0.20204941928386688 (0.21072079384163633) | > loss_disc_real_3: 0.24526818096637726 (0.22912164379472602) | > loss_disc_real_4: 0.20014362037181854 (0.22958901170726237) | > loss_disc_real_5: 0.19908994436264038 (0.2216056366217191) | > loss_0: 2.2375993728637695 (2.354901139594647) | > grad_norm_0: tensor(17.8296, device='cuda:0') (tensor(12.7805, device='cuda:0')) | > loss_gen: 2.639417886734009 (2.485253974182965) | > loss_kl: 2.122608184814453 (1.9707397712420112) | > loss_feat: 7.918696880340576 (6.997088386587901) | > loss_mel: 16.986175537109375 (17.451334017052496) | > loss_duration: 2.0995757579803467 (2.025470306884207) | > loss_1: 31.7664737701416 (30.929886439075208) | > grad_norm_1: tensor(405.1794, device='cuda:0') (tensor(153.0269, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.4103 (0.37960107794635384) | > loader_time: 0.005 (0.004040765980062965) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_308000.pth  --> TIME: 2024-06-11 20:38:15 -- STEP: 244/330 -- GLOBAL_STEP: 308025 | > loss_disc: 2.422515869140625 (2.35871329268471) | > loss_disc_real_0: 0.07240550220012665 (0.1155355480484298) | > loss_disc_real_1: 0.20559892058372498 (0.19736783670597388) | > loss_disc_real_2: 0.23478688299655914 (0.21112253620732027) | > loss_disc_real_3: 0.24209746718406677 (0.22938047984584434) | > loss_disc_real_4: 0.23396585881710052 (0.23003257963745322) | > loss_disc_real_5: 0.20005646347999573 (0.22188512547338596) | > loss_0: 2.422515869140625 (2.35871329268471) | > grad_norm_0: tensor(50.9264, device='cuda:0') (tensor(15.9665, device='cuda:0')) | > loss_gen: 2.4037585258483887 (2.4898981139308116) | > loss_kl: 1.9321025609970093 (1.9752613428186199) | > loss_feat: 6.237339019775391 (6.99422842557313) | > loss_mel: 15.706585884094238 (17.424604107121958) | > loss_duration: 2.0418214797973633 (2.034136192720444) | > loss_1: 28.321605682373047 (30.918128130865878) | > grad_norm_1: tensor(573.4306, device='cuda:0') (tensor(180.8667, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.4314 (0.38330792892174653) | > loader_time: 0.0054 (0.0042309536308538735)  --> TIME: 2024-06-11 20:38:26 -- STEP: 269/330 -- GLOBAL_STEP: 308050 | > loss_disc: 2.3756725788116455 (2.3597553884229687) | > loss_disc_real_0: 0.1101195365190506 (0.11659802657077746) | > loss_disc_real_1: 0.22578652203083038 (0.1974056391357046) | > loss_disc_real_2: 0.19897906482219696 (0.21109415828960093) | > loss_disc_real_3: 0.23682832717895508 (0.22927342947974083) | > loss_disc_real_4: 0.2163642942905426 (0.22991942705718116) | > loss_disc_real_5: 0.22184990346431732 (0.22194932506430104) | > loss_0: 2.3756725788116455 (2.3597553884229687) | > grad_norm_0: tensor(46.5651, device='cuda:0') (tensor(17.9761, device='cuda:0')) | > loss_gen: 2.362593650817871 (2.4897773522869806) | > loss_kl: 1.970741629600525 (1.9808675245724645) | > loss_feat: 6.893349647521973 (7.012403527157014) | > loss_mel: 16.75864028930664 (17.381854684822628) | > loss_duration: 2.144375801086426 (2.0420382262162557) | > loss_1: 30.12969970703125 (30.906941254342797) | > grad_norm_1: tensor(529.8600, device='cuda:0') (tensor(204.8355, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.4289 (0.38738288932573406) | > loader_time: 0.0068 (0.004387548864995682)  --> TIME: 2024-06-11 20:38:38 -- STEP: 294/330 -- GLOBAL_STEP: 308075 | > loss_disc: 2.381735324859619 (2.360612475953134) | > loss_disc_real_0: 0.1713048219680786 (0.11748905452031667) | > loss_disc_real_1: 0.17789573967456818 (0.19748119827435945) | > loss_disc_real_2: 0.23624899983406067 (0.2112678165237108) | > loss_disc_real_3: 0.2272113710641861 (0.22939092503721212) | > loss_disc_real_4: 0.22041571140289307 (0.22987667643496779) | > loss_disc_real_5: 0.22907975316047668 (0.22171755124922513) | > loss_0: 2.381735324859619 (2.360612475953134) | > grad_norm_0: tensor(73.0400, device='cuda:0') (tensor(20.1866, device='cuda:0')) | > loss_gen: 2.4474215507507324 (2.491183937812338) | > loss_kl: 2.072930335998535 (1.9866343765031724) | > loss_feat: 7.824356555938721 (7.024683704181595) | > loss_mel: 17.765277862548828 (17.33044414779768) | > loss_duration: 2.19484281539917 (2.0522500438755062) | > loss_1: 32.30482864379883 (30.885196186247327) | > grad_norm_1: tensor(81.1564, device='cuda:0') (tensor(225.3470, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.4439 (0.3925819007717834) | > loader_time: 0.0074 (0.004548143367378081)  --> TIME: 2024-06-11 20:38:51 -- STEP: 319/330 -- GLOBAL_STEP: 308100 | > loss_disc: 2.4493565559387207 (2.364197340878573) | > loss_disc_real_0: 0.09429557621479034 (0.11814609808748044) | > loss_disc_real_1: 0.23472556471824646 (0.19787650842651675) | > loss_disc_real_2: 0.21222572028636932 (0.21153575929354715) | > loss_disc_real_3: 0.24436712265014648 (0.22943572396394976) | > loss_disc_real_4: 0.23147918283939362 (0.2302078223060291) | > loss_disc_real_5: 0.22760307788848877 (0.2222872830483607) | > loss_0: 2.4493565559387207 (2.364197340878573) | > grad_norm_0: tensor(34.1153, device='cuda:0') (tensor(22.1994, device='cuda:0')) | > loss_gen: 2.7280070781707764 (2.4934323753309093) | > loss_kl: 2.0991339683532715 (1.9936845168050927) | > loss_feat: 8.214116096496582 (7.060843914653815) | > loss_mel: 16.667734146118164 (17.28761264597735) | > loss_duration: 2.2499117851257324 (2.066005146989254) | > loss_1: 31.95890235900879 (30.90157856836588) | > grad_norm_1: tensor(507.8472, device='cuda:0') (tensor(244.8298, device='cuda:0')) | > current_lr_0: 0.00018402326006005927 | > current_lr_1: 0.00018402326006005927 | > step_time: 0.5465 (0.4015272119575907) | > loader_time: 0.0081 (0.004756073219275402)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6984546184539795 (2.6984546184539795) | > loss_disc_real_0: 0.26246869564056396 (0.26246869564056396) | > loss_disc_real_1: 0.18596506118774414 (0.18596506118774414) | > loss_disc_real_2: 0.3473108410835266 (0.3473108410835266) | > loss_disc_real_3: 0.2915550768375397 (0.2915550768375397) | > loss_disc_real_4: 0.23242604732513428 (0.23242604732513428) | > loss_disc_real_5: 0.2378426343202591 (0.2378426343202591) | > loss_0: 2.6984546184539795 (2.6984546184539795) | > loss_gen: 2.460844039916992 (2.460844039916992) | > loss_kl: 2.5092382431030273 (2.5092382431030273) | > loss_feat: 6.075973033905029 (6.075973033905029) | > loss_mel: 16.995424270629883 (16.995424270629883) | > loss_duration: 2.9373316764831543 (2.9373316764831543) | > loss_1: 30.978811264038086 (30.978811264038086)  --> STEP: 1 | > loss_disc: 2.6441683769226074 (2.6441683769226074) | > loss_disc_real_0: 0.17186039686203003 (0.17186039686203003) | > loss_disc_real_1: 0.28573474287986755 (0.28573474287986755) | > loss_disc_real_2: 0.27181148529052734 (0.27181148529052734) | > loss_disc_real_3: 0.2809353470802307 (0.2809353470802307) | > loss_disc_real_4: 0.28681889176368713 (0.28681889176368713) | > loss_disc_real_5: 0.24708431959152222 (0.24708431959152222) | > loss_0: 2.6441683769226074 (2.6441683769226074) | > loss_gen: 2.2827999591827393 (2.2827999591827393) | > loss_kl: 2.910937786102295 (2.910937786102295) | > loss_feat: 4.786850452423096 (4.786850452423096) | > loss_mel: 16.74148941040039 (16.74148941040039) | > loss_duration: 2.4176666736602783 (2.4176666736602783) | > loss_1: 29.139745712280273 (29.139745712280273)  --> STEP: 2 | > loss_disc: 2.540565252304077 (2.5923668146133423) | > loss_disc_real_0: 0.16717003285884857 (0.1695152148604393) | > loss_disc_real_1: 0.2673199772834778 (0.27652736008167267) | > loss_disc_real_2: 0.27443116903305054 (0.27312132716178894) | > loss_disc_real_3: 0.29464298486709595 (0.28778916597366333) | > loss_disc_real_4: 0.31310248374938965 (0.2999606877565384) | > loss_disc_real_5: 0.28029781579971313 (0.2636910676956177) | > loss_0: 2.540565252304077 (2.5923668146133423) | > loss_gen: 2.5824999809265137 (2.4326499700546265) | > loss_kl: 2.5139663219451904 (2.7124520540237427) | > loss_feat: 5.131115436553955 (4.958982944488525) | > loss_mel: 17.51491928100586 (17.128204345703125) | > loss_duration: 2.471998691558838 (2.444832682609558) | > loss_1: 30.21449851989746 (29.677122116088867)  --> STEP: 3 | > loss_disc: 2.3077287673950195 (2.497487465540568) | > loss_disc_real_0: 0.18530909717082977 (0.17477984229723612) | > loss_disc_real_1: 0.25012877583503723 (0.2677278319994609) | > loss_disc_real_2: 0.1734369993209839 (0.2398932178815206) | > loss_disc_real_3: 0.24972496926784515 (0.27510110040505725) | > loss_disc_real_4: 0.2293485403060913 (0.27642330527305603) | > loss_disc_real_5: 0.2515827417373657 (0.259654959042867) | > loss_0: 2.3077287673950195 (2.497487465540568) | > loss_gen: 2.678065061569214 (2.514455000559489) | > loss_kl: 4.042469024658203 (3.1557910442352295) | > loss_feat: 6.844245433807373 (5.587403774261475) | > loss_mel: 18.0579891204834 (17.438132603963215) | > loss_duration: 2.4167652130126953 (2.435476859410604) | > loss_1: 34.03953552246094 (31.13125991821289)  --> STEP: 4 | > loss_disc: 2.507387638092041 (2.4999625086784363) | > loss_disc_real_0: 0.11672262102365494 (0.16026553697884083) | > loss_disc_real_1: 0.23231278359889984 (0.2588740698993206) | > loss_disc_real_2: 0.3328225910663605 (0.26312556117773056) | > loss_disc_real_3: 0.19680383801460266 (0.2555267848074436) | > loss_disc_real_4: 0.17726381123065948 (0.2516334317624569) | > loss_disc_real_5: 0.16774708032608032 (0.23667798936367035) | > loss_0: 2.507387638092041 (2.4999625086784363) | > loss_gen: 2.1821036338806152 (2.4313671588897705) | > loss_kl: 3.990056037902832 (3.36435729265213) | > loss_feat: 5.486591815948486 (5.5622007846832275) | > loss_mel: 18.033985137939453 (17.587095737457275) | > loss_duration: 2.353264808654785 (2.414923846721649) | > loss_1: 32.04600143432617 (31.35994529724121)  --> STEP: 5 | > loss_disc: 2.401994228363037 (2.4803688526153564) | > loss_disc_real_0: 0.1241697445511818 (0.15304637849330902) | > loss_disc_real_1: 0.20582300424575806 (0.2482638567686081) | > loss_disc_real_2: 0.3271295130252838 (0.2759263515472412) | > loss_disc_real_3: 0.2951221466064453 (0.26344585716724395) | > loss_disc_real_4: 0.18665602803230286 (0.2386379510164261) | > loss_disc_real_5: 0.17031502723693848 (0.22340539693832398) | > loss_0: 2.401994228363037 (2.4803688526153564) | > loss_gen: 2.474459409713745 (2.4399856090545655) | > loss_kl: 2.2661325931549072 (3.1447123527526855) | > loss_feat: 5.929365158081055 (5.635633659362793) | > loss_mel: 18.465572357177734 (17.762791061401366) | > loss_duration: 2.344118595123291 (2.4007627964019775) | > loss_1: 31.479646682739258 (31.38388557434082)  --> STEP: 6 | > loss_disc: 2.720944881439209 (2.520464857419332) | > loss_disc_real_0: 0.1503458470106125 (0.1525962899128596) | > loss_disc_real_1: 0.3435167074203491 (0.2641393318772316) | > loss_disc_real_2: 0.31955093145370483 (0.28319711486498517) | > loss_disc_real_3: 0.24818257987499237 (0.26090197761853534) | > loss_disc_real_4: 0.2290882021188736 (0.23704632620016733) | > loss_disc_real_5: 0.1747804582118988 (0.21530124048391977) | > loss_0: 2.720944881439209 (2.520464857419332) | > loss_gen: 2.537431240081787 (2.4562265475591025) | > loss_kl: 2.735719919204712 (3.0765469471613565) | > loss_feat: 7.351654529571533 (5.921637137730916) | > loss_mel: 18.58082389831543 (17.89912986755371) | > loss_duration: 2.224198579788208 (2.371335426966349) | > loss_1: 33.42982864379883 (31.724876085917156)  --> STEP: 7 | > loss_disc: 2.4518628120422363 (2.510664565222604) | > loss_disc_real_0: 0.14090681076049805 (0.15092636431966508) | > loss_disc_real_1: 0.2646217346191406 (0.2642082465546472) | > loss_disc_real_2: 0.2725116014480591 (0.28167061294828144) | > loss_disc_real_3: 0.24857011437416077 (0.259140282869339) | > loss_disc_real_4: 0.23946544528007507 (0.23739191464015416) | > loss_disc_real_5: 0.20631548762321472 (0.21401756150381906) | > loss_0: 2.4518628120422363 (2.510664565222604) | > loss_gen: 2.5171988010406494 (2.4649368694850375) | > loss_kl: 3.969651222229004 (3.2041332721710205) | > loss_feat: 5.228057384490967 (5.822554315839495) | > loss_mel: 17.097684860229492 (17.784637723650253) | > loss_duration: 2.528043270111084 (2.393722261701311) | > loss_1: 31.340635299682617 (31.669984545026505)  --> STEP: 8 | > loss_disc: 2.5302069187164307 (2.5131073594093323) | > loss_disc_real_0: 0.37164023518562317 (0.17851559817790985) | > loss_disc_real_1: 0.23540444672107697 (0.2606077715754509) | > loss_disc_real_2: 0.19965285062789917 (0.27141839265823364) | > loss_disc_real_3: 0.2502363324165344 (0.2580272890627384) | > loss_disc_real_4: 0.23391056060791016 (0.23695674538612366) | > loss_disc_real_5: 0.14749117195606232 (0.20570176281034946) | > loss_0: 2.5302069187164307 (2.5131073594093323) | > loss_gen: 2.5979065895080566 (2.481558084487915) | > loss_kl: 3.5235185623168945 (3.2440564334392548) | > loss_feat: 10.011701583862305 (6.346197724342346) | > loss_mel: 18.502235412597656 (17.874337434768677) | > loss_duration: 2.307495594024658 (2.3829439282417297) | > loss_1: 36.9428596496582 (32.32909393310547)  --> STEP: 9 | > loss_disc: 2.482224464416504 (2.5096759266323514) | > loss_disc_real_0: 0.14475136995315552 (0.17476401726404825) | > loss_disc_real_1: 0.3733620047569275 (0.2731360197067261) | > loss_disc_real_2: 0.2571259140968323 (0.2698303394847446) | > loss_disc_real_3: 0.21524208784103394 (0.2532733778158824) | > loss_disc_real_4: 0.22434645891189575 (0.23555560244454277) | > loss_disc_real_5: 0.2506355047225952 (0.21069440080059898) | > loss_0: 2.482224464416504 (2.5096759266323514) | > loss_gen: 2.6061325073242188 (2.495399687025282) | > loss_kl: 2.6931092739105225 (3.1828400823805065) | > loss_feat: 8.50414752960205 (6.585969924926758) | > loss_mel: 19.39243507385254 (18.04301495022244) | > loss_duration: 2.1669015884399414 (2.3589392238193088) | > loss_1: 35.36272430419922 (32.666163974338104)  --> STEP: 10 | > loss_disc: 2.4325923919677734 (2.5019675731658935) | > loss_disc_real_0: 0.10864119976758957 (0.16815173551440238) | > loss_disc_real_1: 0.29010865092277527 (0.27483328282833097) | > loss_disc_real_2: 0.33829814195632935 (0.27667711973190307) | > loss_disc_real_3: 0.28772297501564026 (0.25671833753585815) | > loss_disc_real_4: 0.20573972165584564 (0.23257401436567307) | > loss_disc_real_5: 0.16855816543102264 (0.20648077726364136) | > loss_0: 2.4325923919677734 (2.5019675731658935) | > loss_gen: 2.559432029724121 (2.501802921295166) | > loss_kl: 3.055972099304199 (3.170153284072876) | > loss_feat: 6.342092990875244 (6.561582231521607) | > loss_mel: 18.972518920898438 (18.13596534729004) | > loss_duration: 2.3291032314300537 (2.355955624580383) | > loss_1: 33.259117126464844 (32.725459289550784)  --> STEP: 11 | > loss_disc: 2.7567718029022217 (2.525131594051014) | > loss_disc_real_0: 0.2153768539428711 (0.17244492809880863) | > loss_disc_real_1: 0.2526792883872986 (0.2728192833336917) | > loss_disc_real_2: 0.27810466289520264 (0.2768068963831121) | > loss_disc_real_3: 0.28275856375694275 (0.259085630828684) | > loss_disc_real_4: 0.26147493720054626 (0.23520137098702518) | > loss_disc_real_5: 0.3167841136455536 (0.21650835329836066) | > loss_0: 2.7567718029022217 (2.525131594051014) | > loss_gen: 2.482661008834839 (2.5000627474351362) | > loss_kl: 3.2721304893493652 (3.1794239390980112) | > loss_feat: 6.225902557373047 (6.531065897508101) | > loss_mel: 16.785470962524414 (18.013193130493164) | > loss_duration: 2.5669217109680176 (2.3751343597065318) | > loss_1: 31.333086013793945 (32.59887990084562)  --> STEP: 12 | > loss_disc: 2.3935556411743164 (2.5141669313112893) | > loss_disc_real_0: 0.16171352565288544 (0.17155064456164837) | > loss_disc_real_1: 0.22552171349525452 (0.26887781918048864) | > loss_disc_real_2: 0.1928919553756714 (0.26981398463249207) | > loss_disc_real_3: 0.287443071603775 (0.26144875089327496) | > loss_disc_real_4: 0.2500835657119751 (0.236441553880771) | > loss_disc_real_5: 0.2535296678543091 (0.2195934628446897) | > loss_0: 2.3935556411743164 (2.5141669313112893) | > loss_gen: 2.4734957218170166 (2.4978488286336265) | > loss_kl: 2.7390732765197754 (3.142728050549825) | > loss_feat: 5.8462934494018555 (6.474001526832581) | > loss_mel: 16.57370376586914 (17.893235683441162) | > loss_duration: 2.226022720336914 (2.3627083897590637) | > loss_1: 29.85858917236328 (32.370522340138756)  --> STEP: 13 | > loss_disc: 2.322153329849243 (2.4993966542757473) | > loss_disc_real_0: 0.1602996289730072 (0.1706851818240606) | > loss_disc_real_1: 0.26602989435195923 (0.26865874803983253) | > loss_disc_real_2: 0.2984043061733246 (0.27201324013563305) | > loss_disc_real_3: 0.26048731803894043 (0.2613747945198646) | > loss_disc_real_4: 0.19985733926296234 (0.23362738352555495) | > loss_disc_real_5: 0.1647716611623764 (0.21537640117681944) | > loss_0: 2.322153329849243 (2.4993966542757473) | > loss_gen: 2.741485118865967 (2.5165900817284217) | > loss_kl: 3.4265389442443848 (3.1645596577570987) | > loss_feat: 7.200385570526123 (6.529877222501314) | > loss_mel: 16.22314453125 (17.76476713327261) | > loss_duration: 2.247112989425659 (2.3538164358872633) | > loss_1: 31.838666915893555 (32.32961038442758)  --> STEP: 14 | > loss_disc: 2.4103856086730957 (2.4930387224469865) | > loss_disc_real_0: 0.1764792948961258 (0.17109904704349382) | > loss_disc_real_1: 0.24019590020179749 (0.2666256874799729) | > loss_disc_real_2: 0.2644707262516022 (0.2714744891439166) | > loss_disc_real_3: 0.279848575592041 (0.26269435031073435) | > loss_disc_real_4: 0.2549295723438263 (0.23514896844114577) | > loss_disc_real_5: 0.1919568032026291 (0.21370357275009155) | > loss_0: 2.4103856086730957 (2.4930387224469865) | > loss_gen: 2.591639995574951 (2.5219507898603166) | > loss_kl: 3.6477670669555664 (3.1990744726998463) | > loss_feat: 7.191938400268555 (6.577167306627546) | > loss_mel: 19.127994537353516 (17.862140519278388) | > loss_duration: 2.499728202819824 (2.3642387049538747) | > loss_1: 35.0590705871582 (32.52457182747977)  --> STEP: 15 | > loss_disc: 2.519120454788208 (2.4947775046030682) | > loss_disc_real_0: 0.22258394956588745 (0.17453137387832005) | > loss_disc_real_1: 0.19440625607967377 (0.26181105871995297) | > loss_disc_real_2: 0.1971888542175293 (0.26652211348215743) | > loss_disc_real_3: 0.2506033182144165 (0.26188828150431315) | > loss_disc_real_4: 0.1978851556777954 (0.2326647142569224) | > loss_disc_real_5: 0.17067593336105347 (0.210835063457489) | > loss_0: 2.519120454788208 (2.4947775046030682) | > loss_gen: 2.022399663925171 (2.48864738146464) | > loss_kl: 3.615572452545166 (3.2268410046895344) | > loss_feat: 6.70486307144165 (6.585680357615153) | > loss_mel: 15.425293922424316 (17.69968407948812) | > loss_duration: 2.3726553916931152 (2.3647998174031577) | > loss_1: 30.140785217285156 (32.36565272013346)  --> STEP: 16 | > loss_disc: 2.5005040168762207 (2.49513541162014) | > loss_disc_real_0: 0.10335872322320938 (0.17008308321237564) | > loss_disc_real_1: 0.3792264461517334 (0.26914952043443924) | > loss_disc_real_2: 0.2437455654144287 (0.26509857922792435) | > loss_disc_real_3: 0.2940587103366852 (0.2638989333063364) | > loss_disc_real_4: 0.2513163089752197 (0.233830438926816) | > loss_disc_real_5: 0.21767930686473846 (0.2112628286704421) | > loss_0: 2.5005040168762207 (2.49513541162014) | > loss_gen: 2.5244908332824707 (2.4908875972032547) | > loss_kl: 3.2176599502563477 (3.2262671887874603) | > loss_feat: 8.67354679107666 (6.716172009706497) | > loss_mel: 16.889814376831055 (17.649067223072052) | > loss_duration: 2.415125846862793 (2.3679451942443848) | > loss_1: 33.720638275146484 (32.45033931732178)  --> STEP: 17 | > loss_disc: 2.463151454925537 (2.4932540024028107) | > loss_disc_real_0: 0.14301255345344543 (0.16849069910890915) | > loss_disc_real_1: 0.18529565632343292 (0.2642169401926153) | > loss_disc_real_2: 0.2457716166973114 (0.26396169907906475) | > loss_disc_real_3: 0.3170540928840637 (0.2670257073991439) | > loss_disc_real_4: 0.2165173888206482 (0.23281202421468847) | > loss_disc_real_5: 0.24720072746276855 (0.21337682271704955) | > loss_0: 2.463151454925537 (2.4932540024028107) | > loss_gen: 2.322526693344116 (2.4809840146233055) | > loss_kl: 2.7163732051849365 (3.1962734250461353) | > loss_feat: 5.261366367340088 (6.6305952072143555) | > loss_mel: 17.549541473388672 (17.643212767208325) | > loss_duration: 2.4646401405334473 (2.3736331322613884) | > loss_1: 30.3144474029541 (32.32469861647662)  --> STEP: 18 | > loss_disc: 2.469733715057373 (2.4919473197725086) | > loss_disc_real_0: 0.1904837042093277 (0.16971253272559908) | > loss_disc_real_1: 0.27663782238960266 (0.2649069892035591) | > loss_disc_real_2: 0.2745039165019989 (0.2645473778247833) | > loss_disc_real_3: 0.301613986492157 (0.2689472784598668) | > loss_disc_real_4: 0.29820141196250916 (0.2364447679784563) | > loss_disc_real_5: 0.23143300414085388 (0.2143799439072609) | > loss_0: 2.469733715057373 (2.4919473197725086) | > loss_gen: 2.7368357181549072 (2.4951979981528387) | > loss_kl: 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2.359433650970459 (2.367362273366828) | > loss_1: 31.181673049926758 (32.24743742691843)  --> STEP: 20 | > loss_disc: 2.6547317504882812 (2.5072140097618103) | > loss_disc_real_0: 0.14518718421459198 (0.16931760758161546) | > loss_disc_real_1: 0.2956923544406891 (0.2703911349177361) | > loss_disc_real_2: 0.30913957953453064 (0.2666358143091202) | > loss_disc_real_3: 0.24358655512332916 (0.26786243841052054) | > loss_disc_real_4: 0.22347357869148254 (0.2395782321691513) | > loss_disc_real_5: 0.17352358996868134 (0.2157114177942276) | > loss_0: 2.6547317504882812 (2.5072140097618103) | > loss_gen: 2.255256414413452 (2.492548441886902) | > loss_kl: 2.381993532180786 (3.105111849308014) | > loss_feat: 6.535065650939941 (6.648004508018493) | > loss_mel: 18.073659896850586 (17.602705335617067) | > loss_duration: 2.261566638946533 (2.362072491645813) | > loss_1: 31.50754165649414 (32.21044263839722)  --> STEP: 21 | > loss_disc: 2.4718902111053467 (2.5055319241115024) | > loss_disc_real_0: 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loss_disc_real_3: 0.2446916550397873 (0.2660642455924641) | > loss_disc_real_4: 0.2883262634277344 (0.24093711511655289) | > loss_disc_real_5: 0.2769073247909546 (0.21677414869720285) | > loss_0: 2.7091894149780273 (2.5147890827872534) | > loss_gen: 2.4758315086364746 (2.4943151582371104) | > loss_kl: 2.696458339691162 (3.1233735518022017) | > loss_feat: 5.299039363861084 (6.529120813716542) | > loss_mel: 15.313539505004883 (17.341862635178998) | > loss_duration: 2.205261707305908 (2.3476035811684346) | > loss_1: 27.990129470825195 (31.836275707591664)  --> STEP: 23 | > loss_disc: 2.5618271827697754 (2.516834217569102) | > loss_disc_real_0: 0.20777666568756104 (0.17267141653143842) | > loss_disc_real_1: 0.27032023668289185 (0.27802090022874915) | > loss_disc_real_2: 0.2365623265504837 (0.26056376423524774) | > loss_disc_real_3: 0.3259313106536865 (0.26866716146469116) | > loss_disc_real_4: 0.2252199500799179 (0.24025376011496005) | > loss_disc_real_5: 0.21152395009994507 (0.21654587919297424) | > loss_0: 2.5618271827697754 (2.516834217569102) | > loss_gen: 2.448780059814453 (2.492335371349169) | > loss_kl: 2.6229135990142822 (3.101614423420118) | > loss_feat: 5.919048309326172 (6.5025959222213086) | > loss_mel: 17.338165283203125 (17.341701880745266) | > loss_duration: 2.2912535667419434 (2.345153580541196) | > loss_1: 30.620161056518555 (31.783401157545008)  --> STEP: 24 | > loss_disc: 2.2979183197021484 (2.5077127218246456) | > loss_disc_real_0: 0.1338975727558136 (0.17105583970745405) | > loss_disc_real_1: 0.19523383677005768 (0.2745714392513037) | > loss_disc_real_2: 0.26854172348976135 (0.2608961792041858) | > loss_disc_real_3: 0.2473801225423813 (0.2677802015095949) | > loss_disc_real_4: 0.18333861231803894 (0.23788229562342167) | > loss_disc_real_5: 0.15193909406661987 (0.21385392981270948) | > loss_0: 2.2979183197021484 (2.5077127218246456) | > loss_gen: 2.5243797302246094 (2.493670552968979) | > loss_kl: 2.281085252761841 (3.067425707976023) | > loss_feat: 6.218692302703857 (6.490766604741414) | > loss_mel: 17.532392501831055 (17.349647323290508) | > loss_duration: 2.4295783042907715 (2.3486712773640948) | > loss_1: 30.986127853393555 (31.750181436538696)  --> STEP: 25 | > loss_disc: 2.7853424549102783 (2.5188179111480706) | > loss_disc_real_0: 0.22869184613227844 (0.17336127996444703) | > loss_disc_real_1: 0.29952096939086914 (0.2755694204568863) | > loss_disc_real_2: 0.375663161277771 (0.2654868584871292) | > loss_disc_real_3: 0.26754051446914673 (0.26777061402797697) | > loss_disc_real_4: 0.2913731634616852 (0.2400219303369522) | > loss_disc_real_5: 0.2567867338657379 (0.21557124197483063) | > loss_0: 2.7853424549102783 (2.5188179111480706) | > loss_gen: 2.6221845149993896 (2.498811111450195) | > loss_kl: 2.7850091457366943 (3.05612904548645) | > loss_feat: 7.765538215637207 (6.541757469177246) | > loss_mel: 17.442394256591797 (17.353357200622558) | > loss_duration: 2.3834547996520996 (2.350062618255615) | > loss_1: 32.99858093261719 (31.800117416381838)  --> STEP: 26 | > loss_disc: 2.4264004230499268 (2.5152633923750654) | > loss_disc_real_0: 0.13114036619663239 (0.1717373986656849) | > loss_disc_real_1: 0.23642197251319885 (0.27406374938212913) | > loss_disc_real_2: 0.2060052752494812 (0.2631991052856812) | > loss_disc_real_3: 0.19427429139614105 (0.264943832388291) | > loss_disc_real_4: 0.25731387734413147 (0.24068700522184372) | > loss_disc_real_5: 0.21606282889842987 (0.21559014916419983) | > loss_0: 2.4264004230499268 (2.5152633923750654) | > loss_gen: 2.2307872772216797 (2.4885025024414062) | > loss_kl: 2.363720178604126 (3.0294979352217455) | > loss_feat: 15.596199035644531 (6.89000522173368) | > loss_mel: 19.918710708618164 (17.452024643237774) | > loss_duration: 2.2765016555786133 (2.3472333504603458) | > loss_1: 42.385921478271484 (32.207263726454514) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024230296795184794 (+1.5341318570650207e-05) | > avg_loss_disc: 2.5152633923750654 (+0.13388253175295395) | > avg_loss_disc_real_0: 0.1717373986656849 (+0.044182685705331654) | > avg_loss_disc_real_1: 0.27406374938212913 (+0.09446195656290426) | > avg_loss_disc_real_2: 0.2631991052856812 (+0.05063239714274037) | > avg_loss_disc_real_3: 0.264943832388291 (+0.015742782216805695) | > avg_loss_disc_real_4: 0.24068700522184372 (-0.026832374815757454) | > avg_loss_disc_real_5: 0.21559014916419983 (-0.04722718149423599) | > avg_loss_0: 2.5152633923750654 (+0.13388253175295395) | > avg_loss_gen: 2.4885025024414062 (+0.06278693675994873) | > avg_loss_kl: 3.0294979352217455 (+0.13930786572969867) | > avg_loss_feat: 6.89000522173368 (-0.034956400211041405) | > avg_loss_mel: 17.452024643237774 (-0.3266562681931724) | > avg_loss_duration: 2.3472333504603458 (+0.02164383117969182) | > avg_loss_1: 32.207263726454514 (-0.13787386967585746)  > EPOCH: 667/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:39:16)   --> TIME: 2024-06-11 20:39:23 -- STEP: 14/330 -- GLOBAL_STEP: 308125 | > loss_disc: 2.360250234603882 (2.3560367141451155) | > loss_disc_real_0: 0.14383691549301147 (0.11483184088553701) | > loss_disc_real_1: 0.1917581856250763 (0.19403010500328882) | > loss_disc_real_2: 0.21606716513633728 (0.20548312898193086) | > loss_disc_real_3: 0.21925848722457886 (0.22358836659363338) | > loss_disc_real_4: 0.22402876615524292 (0.23531280138662883) | > loss_disc_real_5: 0.20383788645267487 (0.22788839361497334) | > loss_0: 2.360250234603882 (2.3560367141451155) | > grad_norm_0: tensor(12.8443, device='cuda:0') (tensor(7.4583, device='cuda:0')) | > loss_gen: 2.5145065784454346 (2.460361804280963) | > loss_kl: 1.9471290111541748 (1.9621566789490836) | > loss_feat: 7.488646984100342 (6.800398860658918) | > loss_mel: 16.939510345458984 (17.624555042811803) | > loss_duration: 2.002882957458496 (2.084540145737784) | > loss_1: 30.892677307128906 (30.932012694222585) | > grad_norm_1: tensor(126.7266, device='cuda:0') (tensor(107.8814, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3662 (0.3812488147190639) | > loader_time: 0.0038 (0.0034556559153965543)  --> TIME: 2024-06-11 20:39:32 -- STEP: 39/330 -- GLOBAL_STEP: 308150 | > loss_disc: 2.356736660003662 (2.3620418952061573) | > loss_disc_real_0: 0.10514549911022186 (0.11004229386647542) | > loss_disc_real_1: 0.19384005665779114 (0.19664621238525098) | > loss_disc_real_2: 0.21198472380638123 (0.21134736446233895) | > loss_disc_real_3: 0.23200711607933044 (0.22842644269649798) | > loss_disc_real_4: 0.2188996523618698 (0.23257320622603098) | > loss_disc_real_5: 0.20075426995754242 (0.22070946983802012) | > loss_0: 2.356736660003662 (2.3620418952061573) | > grad_norm_0: tensor(7.6537, device='cuda:0') (tensor(9.6103, device='cuda:0')) | > loss_gen: 2.3832030296325684 (2.4597169374808288) | > loss_kl: 2.123485565185547 (1.9550428849000197) | > loss_feat: 7.172501087188721 (6.836591537182148) | > loss_mel: 16.977561950683594 (17.47547604487492) | > loss_duration: 2.032329797744751 (2.0248111211336575) | > loss_1: 30.6890811920166 (30.751638510288338) | > grad_norm_1: tensor(79.1364, device='cuda:0') (tensor(99.1923, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.4014 (0.37672958618555313) | > loader_time: 0.0041 (0.003620000985952524)  --> TIME: 2024-06-11 20:39:42 -- STEP: 64/330 -- GLOBAL_STEP: 308175 | > loss_disc: 2.337479591369629 (2.364512376487255) | > loss_disc_real_0: 0.11451658606529236 (0.11136258451733738) | > loss_disc_real_1: 0.19281478226184845 (0.19629512424580756) | > loss_disc_real_2: 0.1744791716337204 (0.2103449427522719) | > loss_disc_real_3: 0.25109776854515076 (0.23100065533071756) | > loss_disc_real_4: 0.23620407283306122 (0.23250929336063564) | > loss_disc_real_5: 0.20322297513484955 (0.22527521010488272) | > loss_0: 2.337479591369629 (2.364512376487255) | > grad_norm_0: tensor(7.0542, device='cuda:0') (tensor(9.3027, device='cuda:0')) | > loss_gen: 2.38509464263916 (2.4603725336492057) | > loss_kl: 2.0204782485961914 (1.9458023868501186) | > loss_feat: 7.8974761962890625 (6.88069823384285) | > loss_mel: 17.969921112060547 (17.51429957151414) | > loss_duration: 1.987243413925171 (2.0059665255248538) | > loss_1: 32.26021194458008 (30.807139307260513) | > grad_norm_1: tensor(41.0957, device='cuda:0') (tensor(84.1495, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3705 (0.37882743030786514) | > loader_time: 0.0035 (0.003711927682161331)  --> TIME: 2024-06-11 20:39:52 -- STEP: 89/330 -- GLOBAL_STEP: 308200 | > loss_disc: 2.2878193855285645 (2.3659599497077175) | > loss_disc_real_0: 0.1115274578332901 (0.11258351518197006) | > loss_disc_real_1: 0.14443404972553253 (0.19582336538293393) | > loss_disc_real_2: 0.224727600812912 (0.21191310547710804) | > loss_disc_real_3: 0.24081215262413025 (0.23043805997023423) | > loss_disc_real_4: 0.2365586906671524 (0.23225826460323976) | > loss_disc_real_5: 0.23933108150959015 (0.22431814436162456) | > loss_0: 2.2878193855285645 (2.3659599497077175) | > grad_norm_0: tensor(11.1899, device='cuda:0') (tensor(9.3597, device='cuda:0')) | > loss_gen: 2.603865146636963 (2.4583837932415227) | > loss_kl: 2.0556883811950684 (1.9531703062271804) | > loss_feat: 6.748681545257568 (6.916573551263702) | > loss_mel: 17.60569953918457 (17.507557408193534) | > loss_duration: 2.012359142303467 (1.9990701849540957) | > loss_1: 31.02629280090332 (30.834755243880025) | > grad_norm_1: tensor(71.6473, device='cuda:0') (tensor(85.3613, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3617 (0.37520317281230114) | > loader_time: 0.0036 (0.00372444913628396)  --> TIME: 2024-06-11 20:40:01 -- STEP: 114/330 -- GLOBAL_STEP: 308225 | > loss_disc: 2.3832786083221436 (2.3647814089791823) | > loss_disc_real_0: 0.12020479142665863 (0.1143444409234482) | > loss_disc_real_1: 0.17660534381866455 (0.1959908369340395) | > loss_disc_real_2: 0.21863089501857758 (0.21175802734337354) | > loss_disc_real_3: 0.22133564949035645 (0.22960774783502547) | > loss_disc_real_4: 0.2327067106962204 (0.2318055725149941) | > loss_disc_real_5: 0.2189474254846573 (0.2237242500771556) | > loss_0: 2.3832786083221436 (2.3647814089791823) | > grad_norm_0: tensor(12.2187, device='cuda:0') (tensor(9.6692, device='cuda:0')) | > loss_gen: 2.3697352409362793 (2.462655765968457) | > loss_kl: 2.2090327739715576 (1.9658274274123342) | > loss_feat: 6.8133320808410645 (6.938066817166512) | > loss_mel: 17.374916076660156 (17.498709444414114) | > loss_duration: 2.023916244506836 (2.0000453643631517) | > loss_1: 30.79093360900879 (30.865304829781515) | > grad_norm_1: tensor(203.3745, device='cuda:0') (tensor(94.9071, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3684 (0.3735106305072182) | > loader_time: 0.0039 (0.0037790725105687193)  --> TIME: 2024-06-11 20:40:11 -- STEP: 139/330 -- GLOBAL_STEP: 308250 | > loss_disc: 2.328172445297241 (2.368384465896826) | > loss_disc_real_0: 0.13560646772384644 (0.11463707304901356) | > loss_disc_real_1: 0.17371055483818054 (0.19795038910220858) | > loss_disc_real_2: 0.19483345746994019 (0.2118993806753227) | > loss_disc_real_3: 0.22331704199314117 (0.22919065832234115) | > loss_disc_real_4: 0.23523153364658356 (0.231832687696107) | > loss_disc_real_5: 0.2073555290699005 (0.22419629905292457) | > loss_0: 2.328172445297241 (2.368384465896826) | > grad_norm_0: tensor(8.3512, device='cuda:0') (tensor(9.7341, device='cuda:0')) | > loss_gen: 2.4795587062835693 (2.46278965387413) | > loss_kl: 1.8968806266784668 (1.9730054723273078) | > loss_feat: 6.704151630401611 (6.954934151052571) | > loss_mel: 17.202007293701172 (17.54167809246256) | > loss_duration: 2.067958116531372 (2.0057269772179693) | > loss_1: 30.350557327270508 (30.938134337500703) | > grad_norm_1: tensor(94.8429, device='cuda:0') (tensor(95.9202, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3707 (0.37577023266030724) | > loader_time: 0.0039 (0.003861996767332228)  --> TIME: 2024-06-11 20:40:21 -- STEP: 164/330 -- GLOBAL_STEP: 308275 | > loss_disc: 2.2977426052093506 (2.3692753038755265) | > loss_disc_real_0: 0.11170799285173416 (0.11541082873577024) | > loss_disc_real_1: 0.16143542528152466 (0.19818088003411527) | > loss_disc_real_2: 0.21304434537887573 (0.211996094482701) | > loss_disc_real_3: 0.248815655708313 (0.2293213415981793) | > loss_disc_real_4: 0.22546648979187012 (0.2311331068233746) | > loss_disc_real_5: 0.2105577439069748 (0.22371140767524883) | > loss_0: 2.2977426052093506 (2.3692753038755265) | > grad_norm_0: tensor(27.1690, device='cuda:0') (tensor(11.0331, device='cuda:0')) | > loss_gen: 2.537416696548462 (2.4632484418589895) | > loss_kl: 1.9688245058059692 (1.9798023533530351) | > loss_feat: 6.859503746032715 (6.957479410055207) | > loss_mel: 17.8229923248291 (17.542367365302113) | > loss_duration: 2.0763981342315674 (2.009419737792596) | > loss_1: 31.26513671875 (30.9523173308954) | > grad_norm_1: tensor(426.1285, device='cuda:0') (tensor(115.1494, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3768 (0.3779333524587678) | > loader_time: 0.0043 (0.003950424310637682)  --> TIME: 2024-06-11 20:40:31 -- STEP: 189/330 -- GLOBAL_STEP: 308300 | > loss_disc: 2.5329508781433105 (2.3682158825889448) | > loss_disc_real_0: 0.2576184868812561 (0.11607481980765308) | > loss_disc_real_1: 0.19498910009860992 (0.19906638310384497) | > loss_disc_real_2: 0.1834898293018341 (0.21211611294241808) | > loss_disc_real_3: 0.21642066538333893 (0.2297597984788279) | > loss_disc_real_4: 0.23190760612487793 (0.2298851721974277) | > loss_disc_real_5: 0.250238835811615 (0.22294599330299114) | > loss_0: 2.5329508781433105 (2.3682158825889448) | > grad_norm_0: tensor(75.6544, device='cuda:0') (tensor(14.4961, device='cuda:0')) | > loss_gen: 2.423717498779297 (2.4722452718744834) | > loss_kl: 2.1025314331054688 (1.984325507961253) | > loss_feat: 6.821997165679932 (6.968316850208101) | > loss_mel: 17.05543327331543 (17.503630764269953) | > loss_duration: 2.087475061416626 (2.016548538964893) | > loss_1: 30.491153717041016 (30.945066956615953) | > grad_norm_1: tensor(91.0758, device='cuda:0') (tensor(153.1037, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.3769 (0.38070628251978966) | > loader_time: 0.0047 (0.00404267840915256)  --> TIME: 2024-06-11 20:40:41 -- STEP: 214/330 -- GLOBAL_STEP: 308325 | > loss_disc: 2.3373465538024902 (2.366532893938438) | > loss_disc_real_0: 0.07801618427038193 (0.11628128490715384) | > loss_disc_real_1: 0.20829549431800842 (0.19899788784368017) | > loss_disc_real_2: 0.233291357755661 (0.2126237660924965) | > loss_disc_real_3: 0.20939360558986664 (0.22985826794789216) | > loss_disc_real_4: 0.23917518556118011 (0.23028439025734074) | > loss_disc_real_5: 0.235050231218338 (0.22258224853566874) | > loss_0: 2.3373465538024902 (2.366532893938438) | > grad_norm_0: tensor(13.0180, device='cuda:0') (tensor(16.5757, device='cuda:0')) | > loss_gen: 2.615065097808838 (2.4862946294178485) | > loss_kl: 1.8797699213027954 (1.9889124431342722) | > loss_feat: 6.561000823974609 (7.014807640949142) | > loss_mel: 16.418148040771484 (17.48614371825602) | > loss_duration: 2.1250381469726562 (2.0243018609341066) | > loss_1: 29.599021911621094 (31.000460312745282) | > grad_norm_1: tensor(431.5778, device='cuda:0') (tensor(183.2426, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.4226 (0.38385684245100654) | > loader_time: 0.0053 (0.004156566111840932)  --> TIME: 2024-06-11 20:40:52 -- STEP: 239/330 -- GLOBAL_STEP: 308350 | > loss_disc: 2.360166072845459 (2.368825029628545) | > loss_disc_real_0: 0.09892651438713074 (0.11979118083062032) | > loss_disc_real_1: 0.15319573879241943 (0.1988500428997822) | > loss_disc_real_2: 0.1843486875295639 (0.21279764992173247) | > loss_disc_real_3: 0.24761077761650085 (0.22987599539956288) | > loss_disc_real_4: 0.25281351804733276 (0.2289520768316221) | > loss_disc_real_5: 0.26033398509025574 (0.22112621416856054) | > loss_0: 2.360166072845459 (2.368825029628545) | > grad_norm_0: tensor(29.9876, device='cuda:0') (tensor(20.2667, device='cuda:0')) | > loss_gen: 2.396324634552002 (2.4913524503987214) | > loss_kl: 1.998589277267456 (1.9933916834109) | > loss_feat: 6.628129959106445 (7.016919806412573) | > loss_mel: 17.143836975097656 (17.445572274499366) | > loss_duration: 2.0757007598876953 (2.032661784144128) | > loss_1: 30.242582321166992 (30.979897981907033) | > grad_norm_1: tensor(319.5612, device='cuda:0') (tensor(211.2803, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.4117 (0.3864215946596537) | > loader_time: 0.007 (0.004279500769770792)  --> TIME: 2024-06-11 20:41:03 -- STEP: 264/330 -- GLOBAL_STEP: 308375 | > loss_disc: 2.4018056392669678 (2.3704281648000074) | > loss_disc_real_0: 0.14078035950660706 (0.12016060688730443) | > loss_disc_real_1: 0.24186058342456818 (0.1990470994038112) | > loss_disc_real_2: 0.1779291182756424 (0.2121769045902924) | > loss_disc_real_3: 0.23322053253650665 (0.23006957752460783) | > loss_disc_real_4: 0.2308708280324936 (0.22956838814372366) | > loss_disc_real_5: 0.23442812263965607 (0.22161831390677075) | > loss_0: 2.4018056392669678 (2.3704281648000074) | > grad_norm_0: tensor(18.1354, device='cuda:0') (tensor(20.6613, device='cuda:0')) | > loss_gen: 2.4385762214660645 (2.485727664196131) | > loss_kl: 2.0046379566192627 (1.9969530760338812) | > loss_feat: 6.766714572906494 (7.012754727493633) | > loss_mel: 16.780879974365234 (17.404119289282605) | > loss_duration: 2.1662185192108154 (2.0405723687374246) | > loss_1: 30.157026290893555 (30.94012713432312) | > grad_norm_1: tensor(76.5302, device='cuda:0') (tensor(222.7097, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.4387 (0.3899604000828483) | > loader_time: 0.0059 (0.0044024469274463055)  --> TIME: 2024-06-11 20:41:14 -- STEP: 289/330 -- GLOBAL_STEP: 308400 | > loss_disc: 2.426807403564453 (2.3706477043125456) | > loss_disc_real_0: 0.16121774911880493 (0.12017718194677755) | > loss_disc_real_1: 0.21657776832580566 (0.19925767698914942) | > loss_disc_real_2: 0.22798961400985718 (0.21227442047793957) | > loss_disc_real_3: 0.22979287803173065 (0.22990273557938506) | > loss_disc_real_4: 0.25224238634109497 (0.2297667710426357) | > loss_disc_real_5: 0.2500334084033966 (0.22184158779139337) | > loss_0: 2.426807403564453 (2.3706477043125456) | > grad_norm_0: tensor(53.4481, device='cuda:0') (tensor(21.2384, device='cuda:0')) | > loss_gen: 2.543801784515381 (2.482609722441044) | > loss_kl: 2.087796449661255 (2.0020214529598466) | > loss_feat: 6.593918800354004 (7.018790444700774) | > loss_mel: 16.9130859375 (17.35520292895889) | > loss_duration: 2.202624559402466 (2.050123075300437) | > loss_1: 30.341228485107422 (30.908747643335467) | > grad_norm_1: tensor(168.0043, device='cuda:0') (tensor(234.4939, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.4501 (0.39487417263968183) | > loader_time: 0.0063 (0.004543346517226272)  --> TIME: 2024-06-11 20:41:27 -- STEP: 314/330 -- GLOBAL_STEP: 308425 | > loss_disc: 2.419341564178467 (2.3737397140758056) | > loss_disc_real_0: 0.1350821852684021 (0.12178947795538386) | > loss_disc_real_1: 0.1928345263004303 (0.19968504529849734) | > loss_disc_real_2: 0.1829811930656433 (0.2119922062773612) | > loss_disc_real_3: 0.21039149165153503 (0.23003125783933956) | > loss_disc_real_4: 0.21327216923236847 (0.22972858132450444) | > loss_disc_real_5: 0.20461077988147736 (0.2216290654555248) | > loss_0: 2.419341564178467 (2.3737397140758056) | > grad_norm_0: tensor(63.6158, device='cuda:0') (tensor(23.2960, device='cuda:0')) | > loss_gen: 2.2968971729278564 (2.4804987801108402) | > loss_kl: 2.0455756187438965 (2.005437427265629) | > loss_feat: 6.79274845123291 (7.018709434825142) | > loss_mel: 16.92076873779297 (17.313086685860995) | > loss_duration: 2.248605251312256 (2.062814372360329) | > loss_1: 30.304595947265625 (30.880546715608826) | > grad_norm_1: tensor(376.1997, device='cuda:0') (tensor(252.4705, device='cuda:0')) | > current_lr_0: 0.00018400025715255175 | > current_lr_1: 0.00018400025715255175 | > step_time: 0.5349 (0.4030394668032409) | > loader_time: 0.0079 (0.004736336932820118)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.57407283782959 (2.57407283782959) | > loss_disc_real_0: 0.25589531660079956 (0.25589531660079956) | > loss_disc_real_1: 0.2658618688583374 (0.2658618688583374) | > loss_disc_real_2: 0.29784834384918213 (0.29784834384918213) | > loss_disc_real_3: 0.304625004529953 (0.304625004529953) | > loss_disc_real_4: 0.253960520029068 (0.253960520029068) | > loss_disc_real_5: 0.25452297925949097 (0.25452297925949097) | > loss_0: 2.57407283782959 (2.57407283782959) | > loss_gen: 2.640137195587158 (2.640137195587158) | > loss_kl: 2.28644061088562 (2.28644061088562) | > loss_feat: 7.775341033935547 (7.775341033935547) | > loss_mel: 17.591976165771484 (17.591976165771484) | > loss_duration: 3.1269288063049316 (3.1269288063049316) | > loss_1: 33.42082595825195 (33.42082595825195)  --> STEP: 1 | > loss_disc: 2.337308168411255 (2.337308168411255) | > loss_disc_real_0: 0.12982964515686035 (0.12982964515686035) | > loss_disc_real_1: 0.18972279131412506 (0.18972279131412506) | > loss_disc_real_2: 0.1813395768404007 (0.1813395768404007) | > loss_disc_real_3: 0.2162945419549942 (0.2162945419549942) | > loss_disc_real_4: 0.23703396320343018 (0.23703396320343018) | > loss_disc_real_5: 0.2217070758342743 (0.2217070758342743) | > loss_0: 2.337308168411255 (2.337308168411255) | > loss_gen: 2.2108142375946045 (2.2108142375946045) | > loss_kl: 3.789062738418579 (3.789062738418579) | > loss_feat: 6.76283597946167 (6.76283597946167) | > loss_mel: 16.107458114624023 (16.107458114624023) | > loss_duration: 2.5018277168273926 (2.5018277168273926) | > loss_1: 31.371997833251953 (31.371997833251953)  --> STEP: 2 | > loss_disc: 2.4331727027893066 (2.3852404356002808) | > loss_disc_real_0: 0.1260806769132614 (0.12795516103506088) | > loss_disc_real_1: 0.25084981322288513 (0.2202863022685051) | > loss_disc_real_2: 0.3437165915966034 (0.26252808421850204) | > loss_disc_real_3: 0.28489890694618225 (0.2505967244505882) | > loss_disc_real_4: 0.262623131275177 (0.2498285472393036) | > loss_disc_real_5: 0.2815205454826355 (0.2516138106584549) | > loss_0: 2.4331727027893066 (2.3852404356002808) | > loss_gen: 2.655836343765259 (2.4333252906799316) | > loss_kl: 2.9628262519836426 (3.375944495201111) | > loss_feat: 5.575911521911621 (6.1693737506866455) | > loss_mel: 17.741491317749023 (16.924474716186523) | > loss_duration: 2.475083351135254 (2.4884555339813232) | > loss_1: 31.411148071289062 (31.391572952270508)  --> STEP: 3 | > loss_disc: 2.3858416080474854 (2.3854408264160156) | > loss_disc_real_0: 0.10167942941188812 (0.11919658382733662) | > loss_disc_real_1: 0.17726270854473114 (0.20594510436058044) | > loss_disc_real_2: 0.25043895840644836 (0.25849837561448413) | > loss_disc_real_3: 0.21912506222724915 (0.24010617037614188) | > loss_disc_real_4: 0.19186732172966003 (0.23050813873608908) | > loss_disc_real_5: 0.25208771228790283 (0.2517717778682709) | > loss_0: 2.3858416080474854 (2.3854408264160156) | > loss_gen: 2.318185806274414 (2.3949454625447593) | > loss_kl: 3.2438039779663086 (3.3318976561228433) | > loss_feat: 6.823500633239746 (6.387416044871013) | > loss_mel: 18.18025779724121 (17.343069076538086) | > loss_duration: 2.3565783500671387 (2.444496472676595) | > loss_1: 32.922325134277344 (31.90182367960612)  --> STEP: 4 | > loss_disc: 2.427769899368286 (2.3960230946540833) | > loss_disc_real_0: 0.13232660293579102 (0.12247908860445023) | > loss_disc_real_1: 0.24350440502166748 (0.2153349295258522) | > loss_disc_real_2: 0.22895848751068115 (0.2511134035885334) | > loss_disc_real_3: 0.22915327548980713 (0.23736794665455818) | > loss_disc_real_4: 0.20295730233192444 (0.2236204296350479) | > loss_disc_real_5: 0.23615770041942596 (0.24786825850605965) | > loss_0: 2.427769899368286 (2.3960230946540833) | > loss_gen: 2.3098433017730713 (2.373669922351837) | > loss_kl: 4.221487522125244 (3.5542951226234436) | > loss_feat: 6.4462890625 (6.402134299278259) | > loss_mel: 17.575620651245117 (17.401206970214844) | > loss_duration: 2.3645076751708984 (2.424499273300171) | > loss_1: 32.917747497558594 (32.15580463409424)  --> STEP: 5 | > loss_disc: 2.7063629627227783 (2.458091068267822) | > loss_disc_real_0: 0.31149131059646606 (0.1602815330028534) | > loss_disc_real_1: 0.27744463086128235 (0.22775686979293824) | > loss_disc_real_2: 0.3108944594860077 (0.26306961476802826) | > loss_disc_real_3: 0.3194745182991028 (0.2537892609834671) | > loss_disc_real_4: 0.22633899748325348 (0.22416414320468903) | > loss_disc_real_5: 0.3249947130680084 (0.2632935494184494) | > loss_0: 2.7063629627227783 (2.458091068267822) | > loss_gen: 2.84161376953125 (2.4672586917877197) | > loss_kl: 2.537355899810791 (3.3509072780609133) | > loss_feat: 4.959354400634766 (6.1135783195495605) | > loss_mel: 17.723709106445312 (17.46570739746094) | > loss_duration: 2.354121446609497 (2.4104237079620363) | > loss_1: 30.416154861450195 (31.80787467956543)  --> STEP: 6 | > loss_disc: 2.340318441390991 (2.4384622971216836) | > loss_disc_real_0: 0.1574435830116272 (0.15980854133764902) | > loss_disc_real_1: 0.17191685736179352 (0.21845020105441412) | > loss_disc_real_2: 0.28033018112182617 (0.2659463758269946) | > loss_disc_real_3: 0.31173595786094666 (0.26344704379638034) | > loss_disc_real_4: 0.15407493710517883 (0.21248260885477066) | > loss_disc_real_5: 0.1870758831501007 (0.25059060504039127) | > loss_0: 2.340318441390991 (2.4384622971216836) | > loss_gen: 2.5391807556152344 (2.4792457024256387) | > loss_kl: 2.7410073280334473 (3.249257286389669) | > loss_feat: 6.184832572937012 (6.125454028447469) | > loss_mel: 18.559616088867188 (17.648025512695312) | > loss_duration: 2.2343153953552246 (2.3810723225275674) | > loss_1: 32.25895309448242 (31.88305441538493)  --> STEP: 7 | > loss_disc: 2.5247201919555664 (2.450784853526524) | > loss_disc_real_0: 0.09098725020885468 (0.14997692831924983) | > loss_disc_real_1: 0.267194002866745 (0.22541360131331853) | > loss_disc_real_2: 0.30972734093666077 (0.27220079941408976) | > loss_disc_real_3: 0.2714916467666626 (0.264596272792135) | > loss_disc_real_4: 0.2036636620759964 (0.21122275931494577) | > loss_disc_real_5: 0.2431517094373703 (0.24952790566853114) | > loss_0: 2.5247201919555664 (2.450784853526524) | > loss_gen: 2.3514516353607178 (2.46098940713065) | > loss_kl: 4.526214599609375 (3.43167975970677) | > loss_feat: 4.660527229309082 (5.9161787714277) | > loss_mel: 17.315340042114258 (17.60049901689802) | > loss_duration: 2.5695109367370605 (2.407992124557495) | > loss_1: 31.423046112060547 (31.817338943481445)  --> STEP: 8 | > loss_disc: 2.2944743633270264 (2.431246042251587) | > loss_disc_real_0: 0.14292743802070618 (0.14909574203193188) | > loss_disc_real_1: 0.21594871580600739 (0.22423049062490463) | > loss_disc_real_2: 0.27375301718711853 (0.27239482663571835) | > loss_disc_real_3: 0.1763334721326828 (0.25356342270970345) | > loss_disc_real_4: 0.1775648295879364 (0.2070155180990696) | > loss_disc_real_5: 0.21089857816696167 (0.24469923973083496) | > loss_0: 2.2944743633270264 (2.431246042251587) | > loss_gen: 2.768500566482544 (2.499428302049637) | > loss_kl: 2.968066930770874 (3.3737281560897827) | > loss_feat: 7.916096210479736 (6.166168451309204) | > loss_mel: 15.609082221984863 (17.351571917533875) | > loss_duration: 2.2658438682556152 (2.39022359251976) | > loss_1: 31.527589797973633 (31.78112030029297)  --> STEP: 9 | > loss_disc: 2.491649866104126 (2.4379575782352023) | > loss_disc_real_0: 0.22299259901046753 (0.15730650391843584) | > loss_disc_real_1: 0.24213121831417084 (0.22621946036815643) | > loss_disc_real_2: 0.33952459692955017 (0.2798536900016997) | > loss_disc_real_3: 0.22556273639202118 (0.2504522353410721) | > loss_disc_real_4: 0.21015161275863647 (0.20736397306124368) | > loss_disc_real_5: 0.23233038187026978 (0.24332492219077217) | > loss_0: 2.491649866104126 (2.4379575782352023) | > loss_gen: 2.81135892868042 (2.5340872605641684) | > loss_kl: 3.1066484451293945 (3.3440526326497397) | > loss_feat: 8.479081153869629 (6.423158751593696) | > loss_mel: 18.776277542114258 (17.50987254248725) | > loss_duration: 2.172792434692383 (2.366064574983385) | > loss_1: 35.346160888671875 (32.17723592122396)  --> STEP: 10 | > loss_disc: 2.5384137630462646 (2.4480031967163085) | > loss_disc_real_0: 0.14484655857086182 (0.15606050938367844) | > loss_disc_real_1: 0.2846935987472534 (0.23206687420606614) | > loss_disc_real_2: 0.3525876998901367 (0.28712709099054334) | > loss_disc_real_3: 0.2723330855369568 (0.25264032036066053) | > loss_disc_real_4: 0.19615143537521362 (0.20624271929264068) | > loss_disc_real_5: 0.19790014624595642 (0.23878244459629058) | > loss_0: 2.5384137630462646 (2.4480031967163085) | > loss_gen: 2.4297921657562256 (2.523657751083374) | > loss_kl: 3.1871821880340576 (3.3283655881881713) | > loss_feat: 5.972917079925537 (6.3781345844268795) | > loss_mel: 17.89898109436035 (17.548783397674562) | > loss_duration: 2.332418203353882 (2.3626999378204347) | > loss_1: 31.821290969848633 (32.14164142608642)  --> STEP: 11 | > loss_disc: 2.4945156574249268 (2.452231602235274) | > loss_disc_real_0: 0.1204138696193695 (0.15281990576874127) | > loss_disc_real_1: 0.21213558316230774 (0.23025493865663355) | > loss_disc_real_2: 0.2889443635940552 (0.2872922975908626) | > loss_disc_real_3: 0.21330341696739197 (0.24906423823399979) | > loss_disc_real_4: 0.1966681033372879 (0.20537229966033588) | > loss_disc_real_5: 0.36641165614128113 (0.25038510019128973) | > loss_0: 2.4945156574249268 (2.452231602235274) | > loss_gen: 2.5582921504974365 (2.5268063328482886) | > loss_kl: 3.7610924243927 (3.367704391479492) | > loss_feat: 6.751911163330078 (6.41211427341808) | > loss_mel: 17.067062377929688 (17.504990577697754) | > loss_duration: 2.535984754562378 (2.378453102978793) | > loss_1: 32.67434310913086 (32.190068851817735)  --> STEP: 12 | > loss_disc: 2.3560292720794678 (2.4442147413889566) | > loss_disc_real_0: 0.1259491741657257 (0.15058067813515663) | > loss_disc_real_1: 0.15956781804561615 (0.2243643452723821) | > loss_disc_real_2: 0.20178993046283722 (0.2801671003301938) | > loss_disc_real_3: 0.23549580574035645 (0.24793353552619615) | > loss_disc_real_4: 0.20418110489845276 (0.20527303343017897) | > loss_disc_real_5: 0.24863572418689728 (0.2502393188575904) | > loss_0: 2.3560292720794678 (2.4442147413889566) | > loss_gen: 2.3063156604766846 (2.508432110150655) | > loss_kl: 2.666404962539673 (3.309262772401174) | > loss_feat: 6.492847442626953 (6.418842037518819) | > loss_mel: 18.399484634399414 (17.579531749089558) | > loss_duration: 2.2166733741760254 (2.3649714589118958) | > loss_1: 32.08172607421875 (32.181040287017815)  --> STEP: 13 | > loss_disc: 2.538397789001465 (2.4514595912053037) | > loss_disc_real_0: 0.16267481446266174 (0.15151099631419548) | > loss_disc_real_1: 0.25119251012802124 (0.2264280502612774) | > loss_disc_real_2: 0.28412315249443054 (0.28047141203513515) | > loss_disc_real_3: 0.2961590588092804 (0.2516431911633565) | > loss_disc_real_4: 0.15246395766735077 (0.20121079683303833) | > loss_disc_real_5: 0.24936150014400482 (0.2501717943411607) | > loss_0: 2.538397789001465 (2.4514595912053037) | > loss_gen: 2.414853096008301 (2.501233724447397) | > loss_kl: 2.883812427520752 (3.2765358227949877) | > loss_feat: 8.662001609802246 (6.591392773848313) | > loss_mel: 16.239639282226562 (17.476463097792404) | > loss_duration: 2.243478536605835 (2.3556258495037374) | > loss_1: 32.443782806396484 (32.201251250046944)  --> STEP: 14 | > loss_disc: 2.457149028778076 (2.4518659796033586) | > loss_disc_real_0: 0.13882628083229065 (0.15060494520834514) | > loss_disc_real_1: 0.20711609721183777 (0.2250486250434603) | > loss_disc_real_2: 0.2457660436630249 (0.277992457151413) | > loss_disc_real_3: 0.23058092594146729 (0.25013874364750727) | > loss_disc_real_4: 0.24756191670894623 (0.2045215911098889) | > loss_disc_real_5: 0.2668773829936981 (0.2513650506734848) | > loss_0: 2.457149028778076 (2.4518659796033586) | > loss_gen: 2.333693504333496 (2.489266565867833) | > loss_kl: 3.9137823581695557 (3.3220534324645996) | > loss_feat: 6.513250350952148 (6.585811172212873) | > loss_mel: 19.302732467651367 (17.606910909925187) | > loss_duration: 2.481513500213623 (2.3646178245544434) | > loss_1: 34.54497146606445 (32.36865983690534)  --> STEP: 15 | > loss_disc: 2.5116424560546875 (2.4558510780334473) | > loss_disc_real_0: 0.09732827544212341 (0.14705316722393036) | > loss_disc_real_1: 0.22914768755435944 (0.22532189587752025) | > loss_disc_real_2: 0.2709527611732483 (0.27752314408620204) | > loss_disc_real_3: 0.3119201064109802 (0.2542575011650721) | > loss_disc_real_4: 0.22582413256168365 (0.20594176054000854) | > loss_disc_real_5: 0.24885627627372742 (0.2511977990468343) | > loss_0: 2.5116424560546875 (2.4558510780334473) | > loss_gen: 2.545502185821533 (2.4930156071980796) | > loss_kl: 3.300802230834961 (3.32063668568929) | > loss_feat: 5.990517616271973 (6.5461249351501465) | > loss_mel: 17.323640823364258 (17.588026237487792) | > loss_duration: 2.327666997909546 (2.3621544361114504) | > loss_1: 31.488128662109375 (32.309957758585604)  --> STEP: 16 | > loss_disc: 2.58565616607666 (2.463963896036148) | > loss_disc_real_0: 0.08219003677368164 (0.14299922157078981) | > loss_disc_real_1: 0.1994141787290573 (0.2237026635557413) | > loss_disc_real_2: 0.19995912909507751 (0.27267539314925676) | > loss_disc_real_3: 0.20823539793491364 (0.2513811197131872) | > loss_disc_real_4: 0.20556329190731049 (0.20591810625046492) | > loss_disc_real_5: 0.2692757546901703 (0.2523276712745428) | > loss_0: 2.58565616607666 (2.463963896036148) | > loss_gen: 1.8627833127975464 (2.453626088798046) | > loss_kl: 2.967045545578003 (3.298537239432335) | > loss_feat: 5.852573871612549 (6.502777993679047) | > loss_mel: 13.204691886901855 (17.314067840576172) | > loss_duration: 2.3664908409118652 (2.362425461411476) | > loss_1: 26.253585815429688 (31.93143451213836)  --> STEP: 17 | > loss_disc: 2.503831624984741 (2.466309056562536) | > loss_disc_real_0: 0.11017071455717087 (0.14106813292292988) | > loss_disc_real_1: 0.22010073065757751 (0.22349078514996698) | > loss_disc_real_2: 0.2987876236438751 (0.2742114067077637) | > loss_disc_real_3: 0.24886192381381989 (0.25123293171910677) | > loss_disc_real_4: 0.23287075757980347 (0.2075035563286613) | > loss_disc_real_5: 0.4074348211288452 (0.2614516212659724) | > loss_0: 2.503831624984741 (2.466309056562536) | > loss_gen: 2.6547725200653076 (2.465458231813767) | > loss_kl: 2.3686814308166504 (3.24383983892553) | > loss_feat: 8.721967697143555 (6.633318564471076) | > loss_mel: 17.042482376098633 (17.29809222501867) | > loss_duration: 2.44382905960083 (2.367213908363791) | > loss_1: 33.23173141479492 (32.0079225652358)  --> STEP: 18 | > loss_disc: 2.4015390872955322 (2.462710724936591) | > loss_disc_real_0: 0.10606782883405685 (0.13912367158465916) | > loss_disc_real_1: 0.20180480182170868 (0.22228600829839706) | > loss_disc_real_2: 0.1858929693698883 (0.26930482685565954) | > loss_disc_real_3: 0.1683194935321808 (0.2466266295976109) | > loss_disc_real_4: 0.1595289707183838 (0.20483830157253477) | > loss_disc_real_5: 0.2747509777545929 (0.26219047440422905) | > loss_0: 2.4015390872955322 (2.462710724936591) | > loss_gen: 2.2523422241210938 (2.4536184536086187) | > loss_kl: 3.1437981128692627 (3.2382819652557373) | > loss_feat: 7.606518268585205 (6.687385214699639) | > loss_mel: 19.292936325073242 (17.408916897243923) | > loss_duration: 2.2615561485290527 (2.3613440328174167) | > loss_1: 34.55714797973633 (32.149546199374726)  --> STEP: 19 | > loss_disc: 2.5848512649536133 (2.4691391744111715) | > loss_disc_real_0: 0.17631971836090088 (0.14108135825709292) | > loss_disc_real_1: 0.23886345326900482 (0.22315850540211327) | > loss_disc_real_2: 0.31950128078460693 (0.2719467454834989) | > loss_disc_real_3: 0.28012704849243164 (0.24838980953944356) | > loss_disc_real_4: 0.24803979694843292 (0.20711206448705574) | > loss_disc_real_5: 0.2762089967727661 (0.26292829137099416) | > loss_0: 2.5848512649536133 (2.4691391744111715) | > loss_gen: 2.5145280361175537 (2.456824221109089) | > loss_kl: 2.3652169704437256 (3.192331176055105) | > loss_feat: 7.811384201049805 (6.74654305608649) | > loss_mel: 17.136754989624023 (17.39459258631656) | > loss_duration: 2.3579602241516113 (2.3611659376244796) | > loss_1: 32.18584442138672 (32.1514566321122)  --> STEP: 20 | > loss_disc: 2.3368587493896484 (2.462525153160095) | > loss_disc_real_0: 0.17154312133789062 (0.14260444641113282) | > loss_disc_real_1: 0.23533174395561218 (0.2237671673297882) | > loss_disc_real_2: 0.30561119318008423 (0.27362996786832816) | > loss_disc_real_3: 0.2763354182243347 (0.24978708997368812) | > loss_disc_real_4: 0.20907887816429138 (0.20721040517091752) | > loss_disc_real_5: 0.2169896811246872 (0.26063136085867883) | > loss_0: 2.3368587493896484 (2.462525153160095) | > loss_gen: 2.7059805393218994 (2.4692820370197297) | > loss_kl: 2.310579776763916 (3.1482436060905457) | > loss_feat: 6.319982528686523 (6.725215029716492) | > loss_mel: 18.213865280151367 (17.4355562210083) | > loss_duration: 2.300252676010132 (2.3581202745437624) | > loss_1: 31.85066032409668 (32.136416816711424)  --> STEP: 21 | > loss_disc: 2.3616511821746826 (2.4577216307322183) | > loss_disc_real_0: 0.18665653467178345 (0.14470216489973523) | > loss_disc_real_1: 0.2790481746196747 (0.22639959624835423) | > loss_disc_real_2: 0.3183659613132477 (0.2757602532704672) | > loss_disc_real_3: 0.2541673183441162 (0.24999567227704184) | > loss_disc_real_4: 0.2248104363679886 (0.20804850189458757) | > loss_disc_real_5: 0.22972948849201202 (0.2591598431269328) | > loss_0: 2.3616511821746826 (2.4577216307322183) | > loss_gen: 2.9525539875030518 (2.492294987042745) | > loss_kl: 3.510765314102173 (3.1655065445672896) | > loss_feat: 6.260049819946289 (6.70306430544172) | > loss_mel: 16.488615036010742 (17.390463783627464) | > loss_duration: 2.1661272048950195 (2.3489777474176314) | > loss_1: 31.37811279296875 (32.10030710129511)  --> STEP: 22 | > loss_disc: 2.472951889038086 (2.458413915200667) | > loss_disc_real_0: 0.1023850291967392 (0.14277865873141724) | > loss_disc_real_1: 0.2698570191860199 (0.22837493365461176) | > loss_disc_real_2: 0.3366820812225342 (0.27852942726828844) | > loss_disc_real_3: 0.19732311367988586 (0.2476014650680802) | > loss_disc_real_4: 0.23275329172611237 (0.2091714468869296) | > loss_disc_real_5: 0.22248920798301697 (0.2574929960749366) | > loss_0: 2.472951889038086 (2.458413915200667) | > loss_gen: 2.368173599243164 (2.4866531057791277) | > loss_kl: 2.240064859390259 (3.1234410134228794) | > loss_feat: 7.355984687805176 (6.732742504640059) | > loss_mel: 17.963008880615234 (17.416488560763273) | > loss_duration: 2.2226521968841553 (2.3432356769388374) | > loss_1: 32.14988327026367 (32.10256056352095)  --> STEP: 23 | > loss_disc: 2.6241445541381836 (2.465619595154472) | > loss_disc_real_0: 0.3649952709674835 (0.15244025056776794) | > loss_disc_real_1: 0.22714763879776 (0.22832157300866168) | > loss_disc_real_2: 0.2258589267730713 (0.2762394055076268) | > loss_disc_real_3: 0.2315666228532791 (0.24690429801526276) | > loss_disc_real_4: 0.21010379493236542 (0.20921198375847028) | > loss_disc_real_5: 0.3160429298877716 (0.26003864537114685) | > loss_0: 2.6241445541381836 (2.465619595154472) | > loss_gen: 2.4709906578063965 (2.4859721297803135) | > loss_kl: 2.7649598121643066 (3.107854874237724) | > loss_feat: 4.90581750869751 (6.65331098307734) | > loss_mel: 16.36665153503418 (17.370843472688094) | > loss_duration: 2.2403950691223145 (2.3387643461642056) | > loss_1: 28.748815536499023 (31.956745562346086)  --> STEP: 24 | > loss_disc: 2.6401619911193848 (2.4728921949863434) | > loss_disc_real_0: 0.14418701827526093 (0.15209636588891348) | > loss_disc_real_1: 0.24542738497257233 (0.22903431517382464) | > loss_disc_real_2: 0.28510046005249023 (0.2766086161136628) | > loss_disc_real_3: 0.2132110297679901 (0.24550041183829308) | > loss_disc_real_4: 0.15660151839256287 (0.2070198810348908) | > loss_disc_real_5: 0.1670779585838318 (0.2561652834216754) | > loss_0: 2.6401619911193848 (2.4728921949863434) | > loss_gen: 1.9488444328308105 (2.4635918090740843) | > loss_kl: 2.8404319286346436 (3.0967122515042624) | > loss_feat: 5.67510461807251 (6.612552384535472) | > loss_mel: 16.848236083984375 (17.34906816482544) | > loss_duration: 2.438143253326416 (2.342905133962631) | > loss_1: 29.750761032104492 (31.864829540252686)  --> STEP: 25 | > loss_disc: 2.6083574295043945 (2.4783108043670654) | > loss_disc_real_0: 0.18429428339004517 (0.15338428258895875) | > loss_disc_real_1: 0.3059907853603363 (0.2321125739812851) | > loss_disc_real_2: 0.30358177423477173 (0.27768754243850713) | > loss_disc_real_3: 0.23854218423366547 (0.24522208273410798) | > loss_disc_real_4: 0.1994875967502594 (0.20671858966350556) | > loss_disc_real_5: 0.2404780238866806 (0.2555377930402756) | > loss_0: 2.6083574295043945 (2.4783108043670654) | > loss_gen: 2.3883399963378906 (2.4605817365646363) | > loss_kl: 2.6280062198638916 (3.0779640102386474) | > loss_feat: 6.231095790863037 (6.5972941207885745) | > loss_mel: 15.483409881591797 (17.274441833496095) | > loss_duration: 2.3888614177703857 (2.3447433853149406) | > loss_1: 29.119712829589844 (31.755024871826173)  --> STEP: 26 | > loss_disc: 2.657301187515259 (2.485195049872765) | > loss_disc_real_0: 0.14875921607017517 (0.1532063954151594) | > loss_disc_real_1: 0.16798734664916992 (0.22964621908389604) | > loss_disc_real_2: 0.21562431752681732 (0.27530049532651907) | > loss_disc_real_3: 0.23460505902767181 (0.2448137356684758) | > loss_disc_real_4: 0.22698761522769928 (0.2074981675698207) | > loss_disc_real_5: 0.34104424715042114 (0.2588265028137427) | > loss_0: 2.657301187515259 (2.485195049872765) | > loss_gen: 2.0167670249938965 (2.4435119399657617) | > loss_kl: 2.683584213256836 (3.062795556508578) | > loss_feat: 7.9106669425964355 (6.647808460088877) | > loss_mel: 19.723806381225586 (17.36864816225492) | > loss_duration: 2.3626623153686523 (2.345432574932391) | > loss_1: 34.697486877441406 (31.868196487426758) --> EVAL PERFORMANCE | > avg_loader_time: 0.002521982559790978 (+9.89528802724988e-05) | > avg_loss_disc: 2.485195049872765 (-0.030068342502300283) | > avg_loss_disc_real_0: 0.1532063954151594 (-0.018531003250525507) | > avg_loss_disc_real_1: 0.22964621908389604 (-0.04441753029823309) | > avg_loss_disc_real_2: 0.27530049532651907 (+0.012101390040837878) | > avg_loss_disc_real_3: 0.2448137356684758 (-0.020130096719815194) | > avg_loss_disc_real_4: 0.2074981675698207 (-0.03318883765202302) | > avg_loss_disc_real_5: 0.2588265028137427 (+0.04323635364954287) | > avg_loss_0: 2.485195049872765 (-0.030068342502300283) | > avg_loss_gen: 2.4435119399657617 (-0.04499056247564459) | > avg_loss_kl: 3.062795556508578 (+0.033297621286832335) | > avg_loss_feat: 6.647808460088877 (-0.24219676164480308) | > avg_loss_mel: 17.36864816225492 (-0.083376480982853) | > avg_loss_duration: 2.345432574932391 (-0.0018007755279545457) | > avg_loss_1: 31.868196487426758 (-0.3390672390277558)  > EPOCH: 668/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:41:55)   --> TIME: 2024-06-11 20:42:00 -- STEP: 9/330 -- GLOBAL_STEP: 308450 | > loss_disc: 2.307873249053955 (2.3361471229129367) | > loss_disc_real_0: 0.1013813465833664 (0.10396040065420999) | > loss_disc_real_1: 0.23534081876277924 (0.19218030406369102) | > loss_disc_real_2: 0.2101796567440033 (0.20614874528514016) | > loss_disc_real_3: 0.2367880940437317 (0.22673734691407946) | > loss_disc_real_4: 0.24863837659358978 (0.24062898920642006) | > loss_disc_real_5: 0.21013876795768738 (0.24098362690872616) | > loss_0: 2.307873249053955 (2.3361471229129367) | > grad_norm_0: tensor(13.5921, device='cuda:0') (tensor(7.2200, device='cuda:0')) | > loss_gen: 2.5500102043151855 (2.4666084713406033) | > loss_kl: 1.9033509492874146 (1.9327463176515367) | > loss_feat: 6.841092109680176 (6.698982132805718) | > loss_mel: 18.350326538085938 (18.085717731051975) | > loss_duration: 2.065725803375244 (2.1271800729963513) | > loss_1: 31.71050453186035 (31.311234792073567) | > grad_norm_1: tensor(67.7425, device='cuda:0') (tensor(117.0440, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3531 (0.3782619900173611) | > loader_time: 0.0035 (0.00322723388671875)  --> TIME: 2024-06-11 20:42:09 -- STEP: 34/330 -- GLOBAL_STEP: 308475 | > loss_disc: 2.3539254665374756 (2.336385481497822) | > loss_disc_real_0: 0.11985106766223907 (0.1056484073838767) | > loss_disc_real_1: 0.18565820157527924 (0.19594065012300715) | > loss_disc_real_2: 0.22925640642642975 (0.21078921547707388) | > loss_disc_real_3: 0.24483264982700348 (0.22683346140034058) | > loss_disc_real_4: 0.2483029067516327 (0.23026297767372692) | > loss_disc_real_5: 0.23784677684307098 (0.22483935952186584) | > loss_0: 2.3539254665374756 (2.336385481497822) | > grad_norm_0: tensor(9.0536, device='cuda:0') (tensor(8.1066, device='cuda:0')) | > loss_gen: 2.574976921081543 (2.497569946681752) | > loss_kl: 2.0396087169647217 (1.9104507039575016) | > loss_feat: 7.2572197914123535 (6.9636845308191635) | > loss_mel: 17.843809127807617 (17.63515051673441) | > loss_duration: 2.0303778648376465 (2.0251235681421615) | > loss_1: 31.74599266052246 (31.031979224261114) | > grad_norm_1: tensor(59.9958, device='cuda:0') (tensor(105.4736, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3676 (0.376103681676528) | > loader_time: 0.0033 (0.003273921854355756)  --> TIME: 2024-06-11 20:42:19 -- STEP: 59/330 -- GLOBAL_STEP: 308500 | > loss_disc: 2.3141987323760986 (2.344235258587336) | > loss_disc_real_0: 0.09084492921829224 (0.10895623948614476) | > loss_disc_real_1: 0.2130207121372223 (0.1982039549088074) | > loss_disc_real_2: 0.16987808048725128 (0.20955688569505335) | > loss_disc_real_3: 0.22318582236766815 (0.22794281830221919) | > loss_disc_real_4: 0.21909545361995697 (0.2299818040455802) | > loss_disc_real_5: 0.247793048620224 (0.22611698104163347) | > loss_0: 2.3141987323760986 (2.344235258587336) | > grad_norm_0: tensor(8.7681, device='cuda:0') (tensor(9.0777, device='cuda:0')) | > loss_gen: 2.512183904647827 (2.4874709986023977) | > loss_kl: 1.9865542650222778 (1.9174149137432293) | > loss_feat: 7.513612747192383 (7.009667542021154) | > loss_mel: 16.87830924987793 (17.502060421442582) | > loss_duration: 1.9500389099121094 (2.0042796336998374) | > loss_1: 30.8406982421875 (30.920893523652676) | > grad_norm_1: tensor(111.2227, device='cuda:0') (tensor(100.8079, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3596 (0.37237314450538767) | > loader_time: 0.0035 (0.0034129700418245993) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_308500.pth  --> TIME: 2024-06-11 20:42:33 -- STEP: 84/330 -- GLOBAL_STEP: 308525 | > loss_disc: 2.3686652183532715 (2.3487248647780636) | > loss_disc_real_0: 0.10930141806602478 (0.10964897585411866) | > loss_disc_real_1: 0.2035239040851593 (0.19753360925685792) | > loss_disc_real_2: 0.17865529656410217 (0.21025603814494043) | > loss_disc_real_3: 0.22349952161312103 (0.22851765971808208) | > loss_disc_real_4: 0.21692802011966705 (0.2300912689949785) | > loss_disc_real_5: 0.22948192059993744 (0.22461377651918502) | > loss_0: 2.3686652183532715 (2.3487248647780636) | > grad_norm_0: tensor(9.9398, device='cuda:0') (tensor(10.2437, device='cuda:0')) | > loss_gen: 2.3983654975891113 (2.485537469387055) | > loss_kl: 1.9500782489776611 (1.9351607873326255) | > loss_feat: 6.890801429748535 (7.0153495754514426) | > loss_mel: 17.023775100708008 (17.458466439020068) | > loss_duration: 2.065014362335205 (1.9979973705041976) | > loss_1: 30.328033447265625 (30.892511708395823) | > grad_norm_1: tensor(219.3871, device='cuda:0') (tensor(125.5510, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3813 (0.3744302988052368) | > loader_time: 0.0037 (0.0035494338898431686)  --> TIME: 2024-06-11 20:42:43 -- STEP: 109/330 -- GLOBAL_STEP: 308550 | > loss_disc: 2.3173253536224365 (2.3483294040784917) | > loss_disc_real_0: 0.09800301492214203 (0.11104563589489788) | > loss_disc_real_1: 0.2047891616821289 (0.19807320915230917) | > loss_disc_real_2: 0.19059699773788452 (0.209754170627769) | > loss_disc_real_3: 0.20730522274971008 (0.2280551155499362) | > loss_disc_real_4: 0.214464470744133 (0.23055069968787903) | > loss_disc_real_5: 0.2352682501077652 (0.2245506104252754) | > loss_0: 2.3173253536224365 (2.3483294040784917) | > grad_norm_0: tensor(4.8652, device='cuda:0') (tensor(11.0112, device='cuda:0')) | > loss_gen: 2.3524255752563477 (2.485522449563403) | > loss_kl: 2.003007650375366 (1.9463845797635) | > loss_feat: 7.119378089904785 (6.981645872833532) | > loss_mel: 17.654958724975586 (17.387210067259065) | > loss_duration: 1.9474396705627441 (1.9994930542937113) | > loss_1: 31.077207565307617 (30.800256029181526) | > grad_norm_1: tensor(45.8179, device='cuda:0') (tensor(135.8584, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3631 (0.37509772755684107) | > loader_time: 0.0042 (0.00366794297454554)  --> TIME: 2024-06-11 20:42:52 -- STEP: 134/330 -- GLOBAL_STEP: 308575 | > loss_disc: 2.3965752124786377 (2.350084167807849) | > loss_disc_real_0: 0.14654111862182617 (0.11202065368641669) | > loss_disc_real_1: 0.14891797304153442 (0.19710013370460538) | > loss_disc_real_2: 0.250306636095047 (0.21059994232743534) | > loss_disc_real_3: 0.2267707735300064 (0.22825020573922059) | > loss_disc_real_4: 0.226313978433609 (0.2308046766626301) | > loss_disc_real_5: 0.238413006067276 (0.22496015889875925) | > loss_0: 2.3965752124786377 (2.350084167807849) | > grad_norm_0: tensor(17.8764, device='cuda:0') (tensor(10.7810, device='cuda:0')) | > loss_gen: 2.43290376663208 (2.4838589002837) | > loss_kl: 1.8734769821166992 (1.9512799293247622) | > loss_feat: 7.378490924835205 (6.985003304125658) | > loss_mel: 16.994701385498047 (17.412247707594688) | > loss_duration: 2.006448268890381 (2.0032149375374635) | > loss_1: 30.68602180480957 (30.835604767301188) | > grad_norm_1: tensor(186.0070, device='cuda:0') (tensor(128.4315, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3785 (0.37576046986366385) | > loader_time: 0.0041 (0.0037596474832563257)  --> TIME: 2024-06-11 20:43:02 -- STEP: 159/330 -- GLOBAL_STEP: 308600 | > loss_disc: 2.394630193710327 (2.359483303513915) | > loss_disc_real_0: 0.11005402356386185 (0.1125142290813368) | > loss_disc_real_1: 0.20159867405891418 (0.19788810910668764) | > loss_disc_real_2: 0.2058035284280777 (0.21152183048005374) | > loss_disc_real_3: 0.22689367830753326 (0.2297222543999834) | > loss_disc_real_4: 0.24991419911384583 (0.23128692121625696) | > loss_disc_real_5: 0.2038048356771469 (0.22469674819295513) | > loss_0: 2.394630193710327 (2.359483303513915) | > grad_norm_0: tensor(16.5714, device='cuda:0') (tensor(11.6673, device='cuda:0')) | > loss_gen: 2.360339403152466 (2.475233403391809) | > loss_kl: 2.0737154483795166 (1.9576811063214667) | > loss_feat: 6.412985324859619 (6.955249792374905) | > loss_mel: 17.011634826660156 (17.411958364570673) | > loss_duration: 2.0191597938537598 (2.006407314126597) | > loss_1: 29.877836227416992 (30.806529950795685) | > grad_norm_1: tensor(247.4009, device='cuda:0') (tensor(142.1862, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3785 (0.37688471236318905) | > loader_time: 0.0044 (0.0038288194428449905)  --> TIME: 2024-06-11 20:43:12 -- STEP: 184/330 -- GLOBAL_STEP: 308625 | > loss_disc: 2.260097026824951 (2.361925389455712) | > loss_disc_real_0: 0.12324094772338867 (0.11338239426360182) | > loss_disc_real_1: 0.17076899111270905 (0.1976025579902141) | > loss_disc_real_2: 0.2046251893043518 (0.21127817852665548) | > loss_disc_real_3: 0.2282997965812683 (0.2298477855713471) | > loss_disc_real_4: 0.2305692881345749 (0.23156392614802587) | > loss_disc_real_5: 0.20690608024597168 (0.22483221514393453) | > loss_0: 2.260097026824951 (2.361925389455712) | > grad_norm_0: tensor(30.5827, device='cuda:0') (tensor(12.9212, device='cuda:0')) | > loss_gen: 2.7165164947509766 (2.4708896266377507) | > loss_kl: 2.174894094467163 (1.969152133749879) | > loss_feat: 7.346769332885742 (6.938350099584331) | > loss_mel: 16.665115356445312 (17.395018323608063) | > loss_duration: 2.0447115898132324 (2.0129810876172503) | > loss_1: 30.948007583618164 (30.786391258239746) | > grad_norm_1: tensor(363.5479, device='cuda:0') (tensor(161.9671, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.3761 (0.37859284877777083) | > loader_time: 0.0045 (0.003938643828682276)  --> TIME: 2024-06-11 20:43:22 -- STEP: 209/330 -- GLOBAL_STEP: 308650 | > loss_disc: 2.2821855545043945 (2.3640309429624993) | > loss_disc_real_0: 0.0650574117898941 (0.11461796023343739) | > loss_disc_real_1: 0.1739359200000763 (0.1980212388569088) | > loss_disc_real_2: 0.18140909075737 (0.2113886756474892) | > loss_disc_real_3: 0.21387514472007751 (0.22944273075988988) | > loss_disc_real_4: 0.1884351223707199 (0.2316154444046568) | > loss_disc_real_5: 0.20226696133613586 (0.22505281915504965) | > loss_0: 2.2821855545043945 (2.3640309429624993) | > grad_norm_0: tensor(13.4291, device='cuda:0') (tensor(15.5125, device='cuda:0')) | > loss_gen: 2.5850274562835693 (2.4729653648212215) | > loss_kl: 2.171539783477783 (1.9756769266995517) | > loss_feat: 7.550484657287598 (6.943568733890661) | > loss_mel: 17.101383209228516 (17.35651194650021) | > loss_duration: 2.1062936782836914 (2.020868528972971) | > loss_1: 31.514728546142578 (30.76959154594458) | > grad_norm_1: tensor(202.3935, device='cuda:0') (tensor(179.7719, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.4155 (0.38098825906452366) | > loader_time: 0.0049 (0.004069410442735588)  --> TIME: 2024-06-11 20:43:33 -- STEP: 234/330 -- GLOBAL_STEP: 308675 | > loss_disc: 2.4255712032318115 (2.3639518552356287) | > loss_disc_real_0: 0.17168569564819336 (0.1152248330669016) | > loss_disc_real_1: 0.1939668357372284 (0.19791507211505857) | > loss_disc_real_2: 0.17737562954425812 (0.21146121888588637) | > loss_disc_real_3: 0.20536695420742035 (0.22939681994099903) | > loss_disc_real_4: 0.21119283139705658 (0.2314843380680451) | > loss_disc_real_5: 0.19651474058628082 (0.22468435840728956) | > loss_0: 2.4255712032318115 (2.3639518552356287) | > grad_norm_0: tensor(36.1655, device='cuda:0') (tensor(17.9729, device='cuda:0')) | > loss_gen: 2.3905513286590576 (2.4825569309740003) | > loss_kl: 2.0910260677337646 (1.9846578270961077) | > loss_feat: 6.572879791259766 (6.958920480858566) | > loss_mel: 17.25739288330078 (17.318821299789306) | > loss_duration: 2.110966205596924 (2.0295705780004836) | > loss_1: 30.422815322875977 (30.774527142190525) | > grad_norm_1: tensor(172.2060, device='cuda:0') (tensor(202.0464, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.409 (0.3841674898424718) | > loader_time: 0.0062 (0.004198725406940167)  --> TIME: 2024-06-11 20:43:44 -- STEP: 259/330 -- GLOBAL_STEP: 308700 | > loss_disc: 2.4713029861450195 (2.3698107791223113) | > loss_disc_real_0: 0.14731839299201965 (0.11726658607196623) | > loss_disc_real_1: 0.19518928229808807 (0.19852346837750734) | > loss_disc_real_2: 0.19571521878242493 (0.21170964250233182) | > loss_disc_real_3: 0.2431679517030716 (0.22984740563801356) | > loss_disc_real_4: 0.2563462257385254 (0.23192343121559925) | > loss_disc_real_5: 0.259844034910202 (0.22460768420723876) | > loss_0: 2.4713029861450195 (2.3698107791223113) | > grad_norm_0: tensor(22.3514, device='cuda:0') (tensor(20.1337, device='cuda:0')) | > loss_gen: 2.47206711769104 (2.479839585462594) | > loss_kl: 2.159003973007202 (1.98782031922727) | > loss_feat: 7.2132978439331055 (6.959278539340929) | > loss_mel: 17.35525131225586 (17.29045895904188) | > loss_duration: 2.1421594619750977 (2.037284184146571) | > loss_1: 31.341781616210938 (30.75468159826566) | > grad_norm_1: tensor(467.8222, device='cuda:0') (tensor(223.9452, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.4415 (0.38817373113742654) | > loader_time: 0.0054 (0.004335107950630335)  --> TIME: 2024-06-11 20:43:55 -- STEP: 284/330 -- GLOBAL_STEP: 308725 | > loss_disc: 2.483729839324951 (2.371478855609893) | > loss_disc_real_0: 0.10392899066209793 (0.11781667115193017) | > loss_disc_real_1: 0.23463380336761475 (0.1989393857058505) | > loss_disc_real_2: 0.19488567113876343 (0.21193113046842563) | > loss_disc_real_3: 0.1853720247745514 (0.22955004839410245) | > loss_disc_real_4: 0.21927887201309204 (0.23168359807049724) | > loss_disc_real_5: 0.21088087558746338 (0.22440500541681976) | > loss_0: 2.483729839324951 (2.371478855609893) | > grad_norm_0: tensor(11.6101, device='cuda:0') (tensor(21.2224, device='cuda:0')) | > loss_gen: 2.4110748767852783 (2.4767348472501207) | > loss_kl: 2.024270534515381 (1.9901418635542965) | > loss_feat: 7.1248779296875 (6.959567053217283) | > loss_mel: 17.38957977294922 (17.252010983480545) | > loss_duration: 2.1549594402313232 (2.0467560690053745) | > loss_1: 31.10476303100586 (30.72521078754479) | > grad_norm_1: tensor(391.6743, device='cuda:0') (tensor(237.2660, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.4346 (0.39327959275581453) | > loader_time: 0.0058 (0.004487131682919784)  --> TIME: 2024-06-11 20:44:07 -- STEP: 309/330 -- GLOBAL_STEP: 308750 | > loss_disc: 2.701688289642334 (2.3756188551584874) | > loss_disc_real_0: 0.30267447233200073 (0.11944731021101035) | > loss_disc_real_1: 0.1880342960357666 (0.20043466175065466) | > loss_disc_real_2: 0.21846342086791992 (0.21237141747497817) | > loss_disc_real_3: 0.2553704082965851 (0.22966145982055602) | > loss_disc_real_4: 0.26944297552108765 (0.23123681521145656) | > loss_disc_real_5: 0.2599756717681885 (0.22371961571830762) | > loss_0: 2.701688289642334 (2.3756188551584874) | > grad_norm_0: tensor(106.0475, device='cuda:0') (tensor(23.6826, device='cuda:0')) | > loss_gen: 2.4683115482330322 (2.4782415184774074) | > loss_kl: 2.073033571243286 (1.9945549856883422) | > loss_feat: 6.394484996795654 (6.977023513571728) | > loss_mel: 16.131322860717773 (17.19184317480786) | > loss_duration: 2.225058078765869 (2.0584501984821544) | > loss_1: 29.292211532592773 (30.70011337058058) | > grad_norm_1: tensor(452.7388, device='cuda:0') (tensor(258.2137, device='cuda:0')) | > current_lr_0: 0.00018397725712040766 | > current_lr_1: 0.00018397725712040766 | > step_time: 0.5006 (0.3999610016646893) | > loader_time: 0.0069 (0.004665951898568657)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.831085681915283 (2.831085681915283) | > loss_disc_real_0: 0.28389567136764526 (0.28389567136764526) | > loss_disc_real_1: 0.23520013689994812 (0.23520013689994812) | > loss_disc_real_2: 0.339677631855011 (0.339677631855011) | > loss_disc_real_3: 0.3438628315925598 (0.3438628315925598) | > loss_disc_real_4: 0.3094916045665741 (0.3094916045665741) | > loss_disc_real_5: 0.2705809473991394 (0.2705809473991394) | > loss_0: 2.831085681915283 (2.831085681915283) | > loss_gen: 2.5634605884552 (2.5634605884552) | > loss_kl: 2.9464457035064697 (2.9464457035064697) | > loss_feat: 5.064973831176758 (5.064973831176758) | > loss_mel: 16.051836013793945 (16.051836013793945) | > loss_duration: 2.8754873275756836 (2.8754873275756836) | > loss_1: 29.50220489501953 (29.50220489501953)  --> STEP: 1 | > loss_disc: 2.394537925720215 (2.394537925720215) | > loss_disc_real_0: 0.10786230862140656 (0.10786230862140656) | > loss_disc_real_1: 0.23276707530021667 (0.23276707530021667) | > loss_disc_real_2: 0.24714799225330353 (0.24714799225330353) | > loss_disc_real_3: 0.2567218542098999 (0.2567218542098999) | > loss_disc_real_4: 0.2644488513469696 (0.2644488513469696) | > loss_disc_real_5: 0.23619960248470306 (0.23619960248470306) | > loss_0: 2.394537925720215 (2.394537925720215) | > loss_gen: 2.4079816341400146 (2.4079816341400146) | > loss_kl: 3.6807501316070557 (3.6807501316070557) | > loss_feat: 6.226311206817627 (6.226311206817627) | > loss_mel: 17.390335083007812 (17.390335083007812) | > loss_duration: 2.393343448638916 (2.393343448638916) | > loss_1: 32.098724365234375 (32.098724365234375)  --> STEP: 2 | > loss_disc: 2.7086000442504883 (2.5515689849853516) | > loss_disc_real_0: 0.23364035785198212 (0.17075133323669434) | > loss_disc_real_1: 0.2372867465019226 (0.23502691090106964) | > loss_disc_real_2: 0.3271939158439636 (0.2871709540486336) | > loss_disc_real_3: 0.2587853968143463 (0.2577536255121231) | > loss_disc_real_4: 0.2664633095264435 (0.26545608043670654) | > loss_disc_real_5: 0.2112579047679901 (0.2237287536263466) | > loss_0: 2.7086000442504883 (2.5515689849853516) | > loss_gen: 2.2255544662475586 (2.3167680501937866) | > loss_kl: 3.220853567123413 (3.4508018493652344) | > loss_feat: 4.152424335479736 (5.189367771148682) | > loss_mel: 16.98918914794922 (17.189762115478516) | > loss_duration: 2.4734716415405273 (2.4334075450897217) | > loss_1: 29.061492919921875 (30.580108642578125)  --> STEP: 3 | > loss_disc: 2.510802984237671 (2.537980318069458) | > loss_disc_real_0: 0.12703654170036316 (0.15617973605791727) | > loss_disc_real_1: 0.1723414808511734 (0.21413176755110422) | > loss_disc_real_2: 0.28940069675445557 (0.2879142016172409) | > loss_disc_real_3: 0.2461823672056198 (0.2538965394099553) | > loss_disc_real_4: 0.213809534907341 (0.24824056526025137) | > loss_disc_real_5: 0.17421835660934448 (0.20722528795401254) | > loss_0: 2.510802984237671 (2.537980318069458) | > loss_gen: 2.148336887359619 (2.260624329249064) | > loss_kl: 3.3836264610290527 (3.428410053253174) | > loss_feat: 6.5919508934021 (5.656895478566487) | > loss_mel: 18.329376220703125 (17.56963348388672) | > loss_duration: 2.3419029712677 (2.4029060204823813) | > loss_1: 32.79519271850586 (31.318470001220703)  --> STEP: 4 | > loss_disc: 2.348266124725342 (2.490551769733429) | > loss_disc_real_0: 0.0744897723197937 (0.13575724512338638) | > loss_disc_real_1: 0.21413932740688324 (0.21413365751504898) | > loss_disc_real_2: 0.20130538940429688 (0.2662619985640049) | > loss_disc_real_3: 0.274914413690567 (0.25915100798010826) | > loss_disc_real_4: 0.19233493506908417 (0.23426415771245956) | > loss_disc_real_5: 0.26371610164642334 (0.22134799137711525) | > loss_0: 2.348266124725342 (2.490551769733429) | > loss_gen: 2.3425545692443848 (2.2811068892478943) | > loss_kl: 3.812056541442871 (3.524321675300598) | > loss_feat: 8.032983779907227 (6.250917553901672) | > loss_mel: 17.925718307495117 (17.65865468978882) | > loss_duration: 2.325406074523926 (2.3835310339927673) | > loss_1: 34.438720703125 (32.09853267669678)  --> STEP: 5 | > loss_disc: 2.443199396133423 (2.4810812950134276) | > loss_disc_real_0: 0.164199560880661 (0.14144570827484132) | > loss_disc_real_1: 0.31350114941596985 (0.23400715589523316) | > loss_disc_real_2: 0.2465362399816513 (0.2623168468475342) | > loss_disc_real_3: 0.3213069438934326 (0.27158219516277315) | > loss_disc_real_4: 0.24041815102100372 (0.2354949563741684) | > loss_disc_real_5: 0.18745385110378265 (0.21456916332244874) | > loss_0: 2.443199396133423 (2.4810812950134276) | > loss_gen: 2.479491949081421 (2.3207839012145994) | > loss_kl: 2.780815601348877 (3.375620460510254) | > loss_feat: 5.269580364227295 (6.054650115966797) | > loss_mel: 18.134382247924805 (17.753800201416016) | > loss_duration: 2.2832467555999756 (2.363474178314209) | > loss_1: 30.94751739501953 (31.86832962036133)  --> STEP: 6 | > loss_disc: 2.4540762901306152 (2.4765804608662925) | > loss_disc_real_0: 0.14853671193122864 (0.14262754221757254) | > loss_disc_real_1: 0.21113605797290802 (0.2301953062415123) | > loss_disc_real_2: 0.29711419343948364 (0.26811640461285907) | > loss_disc_real_3: 0.28536456823349 (0.2738792573412259) | > loss_disc_real_4: 0.18724554777145386 (0.22745338827371597) | > loss_disc_real_5: 0.13199923932552338 (0.20080750932296118) | > loss_0: 2.4540762901306152 (2.4765804608662925) | > loss_gen: 2.340404510498047 (2.324054002761841) | > loss_kl: 2.6304707527160645 (3.2514288425445557) | > loss_feat: 5.53472900390625 (5.967996597290039) | > loss_mel: 17.38411521911621 (17.692186037699383) | > loss_duration: 2.135002613067627 (2.3253955841064453) | > loss_1: 30.024721145629883 (31.56106154123942)  --> STEP: 7 | > loss_disc: 2.23474383354187 (2.442032371248518) | > loss_disc_real_0: 0.05599561333656311 (0.13025155237742833) | > loss_disc_real_1: 0.23581606149673462 (0.23099827127797262) | > loss_disc_real_2: 0.2507043182849884 (0.26562896370887756) | > loss_disc_real_3: 0.24968355894088745 (0.2704227289983204) | > loss_disc_real_4: 0.24183441698551178 (0.22950782094682967) | > loss_disc_real_5: 0.2098819613456726 (0.20210385961191996) | > loss_0: 2.23474383354187 (2.442032371248518) | > loss_gen: 2.7286152839660645 (2.381848471505301) | > loss_kl: 3.2953035831451416 (3.257696662630354) | > loss_feat: 7.503419876098633 (6.187342779976981) | > loss_mel: 19.383333206176758 (17.933778490339005) | > loss_duration: 2.4916279315948486 (2.3491430623190745) | > loss_1: 35.40229797363281 (32.10980960300991)  --> STEP: 8 | > loss_disc: 2.1210808753967285 (2.401913434267044) | > loss_disc_real_0: 0.13555070757865906 (0.13091394677758217) | > loss_disc_real_1: 0.17841331660747528 (0.22442515194416046) | > loss_disc_real_2: 0.1880905032157898 (0.2559366561472416) | > loss_disc_real_3: 0.16248191893100739 (0.2569301277399063) | > loss_disc_real_4: 0.16256959736347198 (0.22114054299890995) | > loss_disc_real_5: 0.12348538637161255 (0.19227655045688152) | > loss_0: 2.1210808753967285 (2.401913434267044) | > loss_gen: 2.3835198879241943 (2.382057398557663) | > loss_kl: 3.6087682247161865 (3.3015806078910828) | > loss_feat: 8.28672981262207 (6.449766159057617) | > loss_mel: 19.534914016723633 (18.133920431137085) | > loss_duration: 2.2060506343841553 (2.3312565088272095) | > loss_1: 36.019981384277344 (32.598581075668335)  --> STEP: 9 | > loss_disc: 2.406614303588867 (2.4024357530805798) | > loss_disc_real_0: 0.1562650501728058 (0.13373073604371813) | > loss_disc_real_1: 0.1902119517326355 (0.220623685253991) | > loss_disc_real_2: 0.2964642643928528 (0.2604397237300873) | > loss_disc_real_3: 0.23773273825645447 (0.2547970844639672) | > loss_disc_real_4: 0.22335772216320038 (0.22138689623938668) | > loss_disc_real_5: 0.14896345138549805 (0.18746398389339447) | > loss_0: 2.406614303588867 (2.4024357530805798) | > loss_gen: 2.3910510540008545 (2.3830566936069064) | > loss_kl: 3.2039408683776855 (3.29073174794515) | > loss_feat: 7.595074653625488 (6.577022658454047) | > loss_mel: 19.132356643676758 (18.244857788085938) | > loss_duration: 2.1796469688415527 (2.314411004384359) | > loss_1: 34.50206756591797 (32.81007957458496)  --> STEP: 10 | > loss_disc: 2.616238594055176 (2.4238160371780397) | > loss_disc_real_0: 0.17937760055065155 (0.13829542249441146) | > loss_disc_real_1: 0.22800154983997345 (0.22136147171258927) | > loss_disc_real_2: 0.1933993101119995 (0.2537356823682785) | > loss_disc_real_3: 0.26986193656921387 (0.25630356967449186) | > loss_disc_real_4: 0.31289076805114746 (0.23053728342056273) | > loss_disc_real_5: 0.2518978714942932 (0.19390737265348434) | > loss_0: 2.616238594055176 (2.4238160371780397) | > loss_gen: 2.152691125869751 (2.360020136833191) | > loss_kl: 2.609346628189087 (3.2225932359695433) | > loss_feat: 4.463084697723389 (6.365628862380982) | > loss_mel: 16.473005294799805 (18.067672538757325) | > loss_duration: 2.3693718910217285 (2.3199070930480956) | > loss_1: 28.0674991607666 (32.335821533203124)  --> STEP: 11 | > loss_disc: 2.555314540863037 (2.4357704466039483) | > loss_disc_real_0: 0.1449013203382492 (0.13889595866203308) | > loss_disc_real_1: 0.2738787829875946 (0.22613577273758975) | > loss_disc_real_2: 0.2833537757396698 (0.25642823631113226) | > loss_disc_real_3: 0.30664965510368347 (0.2608804865316911) | > loss_disc_real_4: 0.27275770902633667 (0.23437550393017856) | > loss_disc_real_5: 0.23043881356716156 (0.1972284127365459) | > loss_0: 2.555314540863037 (2.4357704466039483) | > loss_gen: 2.410580635070801 (2.364616545763883) | > loss_kl: 3.55340313911438 (3.252666863528165) | > loss_feat: 6.7576680183410645 (6.40126878565008) | > loss_mel: 16.96544075012207 (17.96746964888139) | > loss_duration: 2.5310966968536377 (2.3391061479395088) | > loss_1: 32.21818923950195 (32.3251276883212)  --> STEP: 12 | > loss_disc: 2.718892812728882 (2.4593639771143594) | > loss_disc_real_0: 0.09271648526191711 (0.1350476692120234) | > loss_disc_real_1: 0.22847546637058258 (0.22633074720700583) | > loss_disc_real_2: 0.3061719536781311 (0.2605735460917155) | > loss_disc_real_3: 0.2944142520427704 (0.2636749669909477) | > loss_disc_real_4: 0.22552242875099182 (0.23363774766524634) | > loss_disc_real_5: 0.23827624320983887 (0.200649065275987) | > loss_0: 2.718892812728882 (2.4593639771143594) | > loss_gen: 2.0195953845977783 (2.335864782333374) | > loss_kl: 2.572620153427124 (3.1959963043530784) | > loss_feat: 4.712294101715088 (6.260520895322164) | > loss_mel: 16.57377052307129 (17.851328055063885) | > loss_duration: 2.219437599182129 (2.329133768876394) | > loss_1: 28.09771728515625 (31.972843488057453)  --> STEP: 13 | > loss_disc: 2.443286657333374 (2.45812726020813) | > loss_disc_real_0: 0.09627151489257812 (0.13206488811052763) | > loss_disc_real_1: 0.20517824590206146 (0.2247036317220101) | > loss_disc_real_2: 0.2917344570159912 (0.2629705392397367) | > loss_disc_real_3: 0.2846585512161255 (0.2652890888544229) | > loss_disc_real_4: 0.25561514496803284 (0.2353283166885376) | > loss_disc_real_5: 0.2851206958293915 (0.20714688301086426) | > loss_0: 2.443286657333374 (2.45812726020813) | > loss_gen: 2.4907121658325195 (2.347776119525616) | > loss_kl: 3.3672101497650146 (3.2091666001539965) | > loss_feat: 7.111395359039307 (6.32597277714656) | > loss_mel: 18.121017456054688 (17.87207339360164) | > loss_duration: 2.3150551319122314 (2.3280507968022275) | > loss_1: 33.405391693115234 (32.08303950383113)  --> STEP: 14 | > loss_disc: 2.6329517364501953 (2.470614722796849) | > loss_disc_real_0: 0.1482446938753128 (0.13322058852229798) | > loss_disc_real_1: 0.22528645396232605 (0.22474526188203267) | > loss_disc_real_2: 0.3251609802246094 (0.267412713595799) | > loss_disc_real_3: 0.2882236838340759 (0.2669272742101124) | > loss_disc_real_4: 0.27978894114494324 (0.23850407557828085) | > loss_disc_real_5: 0.21912798285484314 (0.20800267585686275) | > loss_0: 2.6329517364501953 (2.470614722796849) | > loss_gen: 2.3397929668426514 (2.3472058943339755) | > loss_kl: 3.9401299953460693 (3.2613782712391446) | > loss_feat: 5.925755500793457 (6.2973858288356235) | > loss_mel: 18.7430362701416 (17.934285027640207) | > loss_duration: 2.3756422996520996 (2.3314501898629323) | > loss_1: 33.32435607910156 (32.171704973493306)  --> STEP: 15 | > loss_disc: 2.430652141571045 (2.4679505507151287) | > loss_disc_real_0: 0.1959330439567566 (0.13740141888459523) | > loss_disc_real_1: 0.24984502792358398 (0.22641857961813608) | > loss_disc_real_2: 0.22265762090682983 (0.26442904074986767) | > loss_disc_real_3: 0.3044168949127197 (0.26942658225695293) | > loss_disc_real_4: 0.23009677231311798 (0.23794358869393667) | > loss_disc_real_5: 0.18409214913845062 (0.20640864074230195) | > loss_0: 2.430652141571045 (2.4679505507151287) | > loss_gen: 2.5656375885009766 (2.3617680072784424) | > loss_kl: 4.413168430328369 (3.338164281845093) | > loss_feat: 7.457488059997559 (6.374725977579753) | > loss_mel: 17.389833450317383 (17.897988255818685) | > loss_duration: 2.3648974895477295 (2.333680009841919) | > loss_1: 34.19102478027344 (32.30632629394531)  --> STEP: 16 | > loss_disc: 2.923281669616699 (2.4964087456464767) | > loss_disc_real_0: 0.14370781183242798 (0.13779556844383478) | > loss_disc_real_1: 0.3037606179714203 (0.23125245701521635) | > loss_disc_real_2: 0.2619618773460388 (0.26427484303712834) | > loss_disc_real_3: 0.2784900963306427 (0.26999305188655853) | > loss_disc_real_4: 0.26990020275115967 (0.2399408770725131) | > loss_disc_real_5: 0.27243733406066895 (0.21053543407469988) | > loss_0: 2.923281669616699 (2.4964087456464767) | > loss_gen: 1.915624976158142 (2.3338840678334236) | > loss_kl: 2.8862085342407227 (3.3099170476198196) | > loss_feat: 4.9962358474731445 (6.28857034444809) | > loss_mel: 11.792518615722656 (17.516396403312683) | > loss_duration: 2.3680694103240967 (2.335829347372055) | > loss_1: 23.958656311035156 (31.784596920013428)  --> STEP: 17 | > loss_disc: 2.3399455547332764 (2.4872050285339355) | > loss_disc_real_0: 0.0861297994852066 (0.13475640556391547) | > loss_disc_real_1: 0.21099652349948883 (0.2300609315142912) | > loss_disc_real_2: 0.23630614578723907 (0.2626296255518407) | > loss_disc_real_3: 0.2637002468109131 (0.2696228868821088) | > loss_disc_real_4: 0.2428436130285263 (0.24011162624639623) | > loss_disc_real_5: 0.25602442026138306 (0.2132112567915636) | > loss_0: 2.3399455547332764 (2.4872050285339355) | > loss_gen: 2.3637568950653076 (2.335641292964711) | > loss_kl: 3.0334134101867676 (3.2936521277708164) | > loss_feat: 5.608033657073975 (6.248538774602554) | > loss_mel: 15.657062530517578 (17.40702382256003) | > loss_duration: 2.4055635929107666 (2.3399313618155086) | > loss_1: 29.067829132080078 (31.624787050134994)  --> STEP: 18 | > loss_disc: 2.2962794303894043 (2.4765980508592396) | > loss_disc_real_0: 0.0646418035030365 (0.13086114989386666) | > loss_disc_real_1: 0.1829078644514084 (0.22744131667746437) | > loss_disc_real_2: 0.2706795632839203 (0.26307684431473405) | > loss_disc_real_3: 0.1526392251253128 (0.2631237945622868) | > loss_disc_real_4: 0.19270995259284973 (0.2374781999323103) | > loss_disc_real_5: 0.1642070710659027 (0.21048880202902687) | > loss_0: 2.2962794303894043 (2.4765980508592396) | > loss_gen: 2.0638771057128906 (2.320543282561832) | > loss_kl: 3.576871633529663 (3.309386544757419) | > loss_feat: 8.998278617858887 (6.401302099227905) | > loss_mel: 18.276256561279297 (17.455314530266655) | > loss_duration: 2.2367029190063477 (2.334196448326111) | > loss_1: 35.15198516845703 (31.820742501152885)  --> STEP: 19 | > loss_disc: 2.4235544204711914 (2.473806280838816) | > loss_disc_real_0: 0.11218875646591187 (0.12987839234502693) | > loss_disc_real_1: 0.19092297554016113 (0.22551929872286947) | > loss_disc_real_2: 0.2842526435852051 (0.26419136006581145) | > loss_disc_real_3: 0.28444933891296387 (0.2642461916333751) | > loss_disc_real_4: 0.23208478093147278 (0.2371943357743715) | > loss_disc_real_5: 0.19008876383304596 (0.20941511580818578) | > loss_0: 2.4235544204711914 (2.473806280838816) | > loss_gen: 2.3486077785491943 (2.322020361298009) | > loss_kl: 1.9733203649520874 (3.239067272136086) | > loss_feat: 6.7911763191223145 (6.421821795011821) | > loss_mel: 17.223217010498047 (17.443098871331465) | > loss_duration: 2.3614635467529297 (2.3356315587696277) | > loss_1: 30.697784423828125 (31.761639444451582)  --> STEP: 20 | > loss_disc: 2.5245018005371094 (2.4763410568237303) | > loss_disc_real_0: 0.10327877104282379 (0.12854841127991679) | > loss_disc_real_1: 0.1593734622001648 (0.22221200689673423) | > loss_disc_real_2: 0.2704806923866272 (0.26450582668185224) | > loss_disc_real_3: 0.27713873982429504 (0.2648908190429211) | > loss_disc_real_4: 0.2501815855503082 (0.23784369826316834) | > loss_disc_real_5: 0.2198302000761032 (0.20993587002158165) | > loss_0: 2.5245018005371094 (2.4763410568237303) | > loss_gen: 2.0718631744384766 (2.3095125019550324) | > loss_kl: 2.3417985439300537 (3.1942038357257845) | > loss_feat: 6.1110100746154785 (6.406281208992004) | > loss_mel: 18.766132354736328 (17.509250545501708) | > loss_duration: 2.286937713623047 (2.3331968665122984) | > loss_1: 31.577741622924805 (31.752444553375245)  --> STEP: 21 | > loss_disc: 2.523158073425293 (2.478570438566662) | > loss_disc_real_0: 0.09572289884090424 (0.1269852916399638) | > loss_disc_real_1: 0.23086243867874146 (0.22262393221968696) | > loss_disc_real_2: 0.3106919825077057 (0.2667051674354643) | > loss_disc_real_3: 0.3254360556602478 (0.2677739255485081) | > loss_disc_real_4: 0.263994425535202 (0.23908897099040805) | > loss_disc_real_5: 0.22656120359897614 (0.21072755257288614) | > loss_0: 2.523158073425293 (2.478570438566662) | > loss_gen: 2.3307013511657715 (2.3105214947745916) | > loss_kl: 3.0189008712768555 (3.1858560755139305) | > loss_feat: 5.505326747894287 (6.363378615606399) | > loss_mel: 16.060626983642578 (17.440268471127464) | > loss_duration: 2.1895670890808105 (2.326357353301275) | > loss_1: 29.10512351989746 (31.62638164701916)  --> STEP: 22 | > loss_disc: 2.331164836883545 (2.471870183944702) | > loss_disc_real_0: 0.07940208911895752 (0.12482241879809988) | > loss_disc_real_1: 0.22201624512672424 (0.22259631007909775) | > loss_disc_real_2: 0.2566147446632385 (0.26624651185490855) | > loss_disc_real_3: 0.266548216342926 (0.2677182114937089) | > loss_disc_real_4: 0.2551729083061218 (0.2398200590502132) | > loss_disc_real_5: 0.22629611194133759 (0.2114352143623612) | > loss_0: 2.331164836883545 (2.471870183944702) | > loss_gen: 2.419168710708618 (2.3154600045897746) | > loss_kl: 2.1453349590301514 (3.1385596611283044) | > loss_feat: 6.259572982788086 (6.3586601777510205) | > loss_mel: 17.35367774963379 (17.436332529241387) | > loss_duration: 2.207416534423828 (2.320950952443209) | > loss_1: 30.38517189025879 (31.56996302171187)  --> STEP: 23 | > loss_disc: 2.4273738861083984 (2.4699355622996455) | > loss_disc_real_0: 0.12204646319150925 (0.1247017250760742) | > loss_disc_real_1: 0.23237445950508118 (0.22302144701066223) | > loss_disc_real_2: 0.23747704923152924 (0.26499566565389204) | > loss_disc_real_3: 0.2989921569824219 (0.2690779482540877) | > loss_disc_real_4: 0.25898534059524536 (0.2406533321608668) | > loss_disc_real_5: 0.20598222315311432 (0.21119812778804614) | > loss_0: 2.4273738861083984 (2.4699355622996455) | > loss_gen: 2.3859047889709473 (2.3185228213019995) | > loss_kl: 2.3442699909210205 (3.1040253276410312) | > loss_feat: 6.428308486938477 (6.361688365106997) | > loss_mel: 17.682573318481445 (17.44703865051269) | > loss_duration: 2.2444725036621094 (2.3176258024962046) | > loss_1: 31.085527420043945 (31.548900604248047)  --> STEP: 24 | > loss_disc: 2.440520763397217 (2.468709945678711) | > loss_disc_real_0: 0.1277017593383789 (0.12482672650367023) | > loss_disc_real_1: 0.20608918368816376 (0.22231593603889147) | > loss_disc_real_2: 0.24119175970554352 (0.2640038362393775) | > loss_disc_real_3: 0.227437824010849 (0.26734294307728607) | > loss_disc_real_4: 0.21353226900100708 (0.2395232878625393) | > loss_disc_real_5: 0.1492203027009964 (0.20861571840941906) | > loss_0: 2.440520763397217 (2.468709945678711) | > loss_gen: 2.0574727058410645 (2.307645733157794) | > loss_kl: 2.5523107051849365 (3.081037218372027) | > loss_feat: 5.452107906341553 (6.323789179325104) | > loss_mel: 16.34422492980957 (17.40108807881673) | > loss_duration: 2.452833414077759 (2.3232594529787693) | > loss_1: 28.858949661254883 (31.436819314956665)  --> STEP: 25 | > loss_disc: 2.62969970703125 (2.4751495361328124) | > loss_disc_real_0: 0.08094316720962524 (0.12307138413190843) | > loss_disc_real_1: 0.3069837987422943 (0.2257026505470276) | > loss_disc_real_2: 0.2866283059120178 (0.2649088150262831) | > loss_disc_real_3: 0.338491827249527 (0.2701888984441757) | > loss_disc_real_4: 0.22411270439624786 (0.23890686452388762) | > loss_disc_real_5: 0.3081693947315216 (0.21259786546230316) | > loss_0: 2.62969970703125 (2.4751495361328124) | > loss_gen: 2.342832088470459 (2.3090531873703006) | > loss_kl: 2.5099072456359863 (3.0581920194625853) | > loss_feat: 8.418503761291504 (6.4075777626037596) | > loss_mel: 15.021051406860352 (17.305886611938476) | > loss_duration: 2.3937878608703613 (2.326080589294433) | > loss_1: 30.68608283996582 (31.40678985595703)  --> STEP: 26 | > loss_disc: 2.6412832736968994 (2.4815392952698927) | > loss_disc_real_0: 0.14563550055027008 (0.12393923476338388) | > loss_disc_real_1: 0.18378673493862152 (0.22409049994670427) | > loss_disc_real_2: 0.39015939831733704 (0.26972614515286214) | > loss_disc_real_3: 0.19522739946842194 (0.26730576386818516) | > loss_disc_real_4: 0.24594277143478394 (0.23917747632815287) | > loss_disc_real_5: 0.19431963562965393 (0.2118948566225859) | > loss_0: 2.6412832736968994 (2.4815392952698927) | > loss_gen: 2.1173107624053955 (2.3016784787178044) | > loss_kl: 2.2536492347717285 (3.027248066205245) | > loss_feat: 8.310820579528809 (6.480779409408569) | > loss_mel: 8.207200050354004 (16.955937128800613) | > loss_duration: 2.307002067565918 (2.3253467999971824) | > loss_1: 23.19598388671875 (31.090989626370945) --> EVAL PERFORMANCE | > avg_loader_time: 0.002376547226539025 (-0.00014543533325195312) | > avg_loss_disc: 2.4815392952698927 (-0.003655754602872374) | > avg_loss_disc_real_0: 0.12393923476338388 (-0.029267160651775523) | > avg_loss_disc_real_1: 0.22409049994670427 (-0.0055557191371917725) | > avg_loss_disc_real_2: 0.26972614515286214 (-0.005574350173656928) | > avg_loss_disc_real_3: 0.26730576386818516 (+0.022492028199709357) | > avg_loss_disc_real_4: 0.23917747632815287 (+0.031679308758332164) | > avg_loss_disc_real_5: 0.2118948566225859 (-0.046931646191156806) | > avg_loss_0: 2.4815392952698927 (-0.003655754602872374) | > avg_loss_gen: 2.3016784787178044 (-0.14183346124795726) | > avg_loss_kl: 3.027248066205245 (-0.03554749030333282) | > avg_loss_feat: 6.480779409408569 (-0.16702905068030738) | > avg_loss_mel: 16.955937128800613 (-0.4127110334543076) | > avg_loss_duration: 2.3253467999971824 (-0.0200857749352088) | > avg_loss_1: 31.090989626370945 (-0.7772068610558129)  > EPOCH: 669/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:44:39)   --> TIME: 2024-06-11 20:44:42 -- STEP: 4/330 -- GLOBAL_STEP: 308775 | > loss_disc: 2.3304569721221924 (2.3334707021713257) | > loss_disc_real_0: 0.07800741493701935 (0.1196425911039114) | > loss_disc_real_1: 0.18177396059036255 (0.18727128580212593) | > loss_disc_real_2: 0.18875634670257568 (0.19620566442608833) | > loss_disc_real_3: 0.20194759964942932 (0.24396627396345139) | > loss_disc_real_4: 0.24803300201892853 (0.2507217638194561) | > loss_disc_real_5: 0.25288712978363037 (0.233061783015728) | > loss_0: 2.3304569721221924 (2.3334707021713257) | > grad_norm_0: tensor(8.6345, device='cuda:0') (tensor(7.2620, device='cuda:0')) | > loss_gen: 2.389084577560425 (2.4508832693099976) | > loss_kl: 1.6256582736968994 (1.8285100162029266) | > loss_feat: 6.9984517097473145 (6.9074318408966064) | > loss_mel: 17.940404891967773 (18.105165004730225) | > loss_duration: 2.1242237091064453 (2.1683890223503113) | > loss_1: 31.077821731567383 (31.460378170013428) | > grad_norm_1: tensor(66.7741, device='cuda:0') (tensor(80.6416, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3409 (0.37990671396255493) | > loader_time: 0.0029 (0.0029233694076538086)  --> TIME: 2024-06-11 20:44:51 -- STEP: 29/330 -- GLOBAL_STEP: 308800 | > loss_disc: 2.3103156089782715 (2.303555307717158) | > loss_disc_real_0: 0.09091828763484955 (0.10335612733816278) | > loss_disc_real_1: 0.17317813634872437 (0.19394318194224916) | > loss_disc_real_2: 0.18633736670017242 (0.2054782915731956) | > loss_disc_real_3: 0.2741272449493408 (0.2263931986586801) | > loss_disc_real_4: 0.24485433101654053 (0.2347925259121533) | > loss_disc_real_5: 0.22785107791423798 (0.22143981220393344) | > loss_0: 2.3103156089782715 (2.303555307717158) | > grad_norm_0: tensor(5.7433, device='cuda:0') (tensor(6.9128, device='cuda:0')) | > loss_gen: 2.6397054195404053 (2.5154428482055664) | > loss_kl: 2.066645383834839 (1.9158814652212734) | > loss_feat: 6.917264938354492 (7.136297834330592) | > loss_mel: 17.42038917541504 (17.590130707313275) | > loss_duration: 2.0208075046539307 (2.030590957608716) | > loss_1: 31.0648136138916 (31.188343903114056) | > grad_norm_1: tensor(121.2459, device='cuda:0') (tensor(80.1422, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3618 (0.36033558023386986) | > loader_time: 0.0032 (0.003301645147389379)  --> TIME: 2024-06-11 20:45:00 -- STEP: 54/330 -- GLOBAL_STEP: 308825 | > loss_disc: 2.4373812675476074 (2.3341547692263562) | > loss_disc_real_0: 0.10225821286439896 (0.1076999601252653) | > loss_disc_real_1: 0.18037419021129608 (0.19661491474619616) | > loss_disc_real_2: 0.2264958769083023 (0.2069881839884652) | > loss_disc_real_3: 0.21919265389442444 (0.22665333996216455) | > loss_disc_real_4: 0.24047838151454926 (0.23361013498571184) | > loss_disc_real_5: 0.20680756866931915 (0.22316391986829262) | > loss_0: 2.4373812675476074 (2.3341547692263562) | > grad_norm_0: tensor(4.2054, device='cuda:0') (tensor(7.5724, device='cuda:0')) | > loss_gen: 2.531956672668457 (2.5045981274710774) | > loss_kl: 1.9664157629013062 (1.9339504860065602) | > loss_feat: 7.499596118927002 (7.06920286461159) | > loss_mel: 18.541717529296875 (17.619780469823766) | > loss_duration: 1.9726604223251343 (2.0065325719338873) | > loss_1: 32.51234436035156 (31.134064356486004) | > grad_norm_1: tensor(63.1108, device='cuda:0') (tensor(83.0003, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3593 (0.35883631088115553) | > loader_time: 0.0036 (0.003401800438209816)  --> TIME: 2024-06-11 20:45:09 -- STEP: 79/330 -- GLOBAL_STEP: 308850 | > loss_disc: 2.376608371734619 (2.3568687016450904) | > loss_disc_real_0: 0.12440868467092514 (0.11202200620046145) | > loss_disc_real_1: 0.17848460376262665 (0.1965647277575505) | > loss_disc_real_2: 0.22879962623119354 (0.2096294773907601) | > loss_disc_real_3: 0.2538910508155823 (0.22955468749698205) | > loss_disc_real_4: 0.2489309012889862 (0.2335305119617076) | > loss_disc_real_5: 0.2525331676006317 (0.22349721532833727) | > loss_0: 2.376608371734619 (2.3568687016450904) | > grad_norm_0: tensor(11.9979, device='cuda:0') (tensor(8.0411, device='cuda:0')) | > loss_gen: 2.59641695022583 (2.4919595356228994) | > loss_kl: 1.9515366554260254 (1.9495119565649877) | > loss_feat: 7.1653218269348145 (7.027202926104581) | > loss_mel: 17.46339988708496 (17.623712177518048) | > loss_duration: 1.943498134613037 (1.9986680549911306) | > loss_1: 31.12017250061035 (31.09105445765242) | > grad_norm_1: tensor(147.4058, device='cuda:0') (tensor(92.5868, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3689 (0.35914022711258903) | > loader_time: 0.0038 (0.003495023220400267)  --> TIME: 2024-06-11 20:45:19 -- STEP: 104/330 -- GLOBAL_STEP: 308875 | > loss_disc: 2.21330189704895 (2.358251184225082) | > loss_disc_real_0: 0.1505334973335266 (0.11476248019159986) | > loss_disc_real_1: 0.21558639407157898 (0.19832248813830888) | > loss_disc_real_2: 0.1646728813648224 (0.2099820555975804) | > loss_disc_real_3: 0.21087796986103058 (0.2288146407271807) | > loss_disc_real_4: 0.22217193245887756 (0.23309868860703248) | > loss_disc_real_5: 0.19904503226280212 (0.22177341021597385) | > loss_0: 2.21330189704895 (2.358251184225082) | > grad_norm_0: tensor(12.5034, device='cuda:0') (tensor(8.0516, device='cuda:0')) | > loss_gen: 2.5952751636505127 (2.4892548758250017) | > loss_kl: 2.0625104904174805 (1.9516160958088362) | > loss_feat: 7.232316493988037 (6.999761173358331) | > loss_mel: 17.48581886291504 (17.569785264822148) | > loss_duration: 2.0354905128479004 (1.9998021515516133) | > loss_1: 31.41141128540039 (31.010219445595375) | > grad_norm_1: tensor(69.5572, device='cuda:0') (tensor(92.5044, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3789 (0.36411392917999863) | > loader_time: 0.0044 (0.0035909712314605713)  --> TIME: 2024-06-11 20:45:29 -- STEP: 129/330 -- GLOBAL_STEP: 308900 | > loss_disc: 2.3355824947357178 (2.3667147178058467) | > loss_disc_real_0: 0.11758334934711456 (0.11597097257888594) | > loss_disc_real_1: 0.17691519856452942 (0.19969052469083506) | > loss_disc_real_2: 0.21342383325099945 (0.21100760661354362) | > loss_disc_real_3: 0.22788773477077484 (0.2297077888204146) | > loss_disc_real_4: 0.20821602642536163 (0.2327948320050572) | > loss_disc_real_5: 0.20374971628189087 (0.22204019614430362) | > loss_0: 2.3355824947357178 (2.3667147178058467) | > grad_norm_0: tensor(11.2436, device='cuda:0') (tensor(8.1321, device='cuda:0')) | > loss_gen: 2.3880972862243652 (2.483330636061439) | > loss_kl: 1.995233178138733 (1.9595911992612736) | > loss_feat: 7.06121826171875 (6.995707866757415) | > loss_mel: 17.487693786621094 (17.604815194773114) | > loss_duration: 1.9804810285568237 (2.0025235488433255) | > loss_1: 30.912723541259766 (31.045968314473942) | > grad_norm_1: tensor(183.1987, device='cuda:0') (tensor(95.8482, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3809 (0.3682217967602634) | > loader_time: 0.0048 (0.0037330194961192995)  --> TIME: 2024-06-11 20:45:39 -- STEP: 154/330 -- GLOBAL_STEP: 308925 | > loss_disc: 2.3188562393188477 (2.36391126799893) | > loss_disc_real_0: 0.1461205780506134 (0.11665365711918899) | > loss_disc_real_1: 0.19962643086910248 (0.19961678043201375) | > loss_disc_real_2: 0.21191710233688354 (0.21088932725516232) | > loss_disc_real_3: 0.22477787733078003 (0.22960075290946216) | > loss_disc_real_4: 0.2373659312725067 (0.23183474583285196) | > loss_disc_real_5: 0.24951472878456116 (0.22128253894579875) | > loss_0: 2.3188562393188477 (2.36391126799893) | > grad_norm_0: tensor(27.4709, device='cuda:0') (tensor(9.8630, device='cuda:0')) | > loss_gen: 2.626314401626587 (2.4835330015653145) | > loss_kl: 2.025562286376953 (1.967525379224257) | > loss_feat: 7.208921432495117 (7.002575837172471) | > loss_mel: 17.390899658203125 (17.57372213338876) | > loss_duration: 2.010371685028076 (2.0054987367097445) | > loss_1: 31.262069702148438 (31.03285498433299) | > grad_norm_1: tensor(297.4899, device='cuda:0') (tensor(115.6603, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3993 (0.3722808593279357) | > loader_time: 0.004 (0.0038264447992498226)  --> TIME: 2024-06-11 20:45:49 -- STEP: 179/330 -- GLOBAL_STEP: 308950 | > loss_disc: 2.3376338481903076 (2.3589125984873838) | > loss_disc_real_0: 0.12379372864961624 (0.11601229750827038) | > loss_disc_real_1: 0.19030369818210602 (0.19843008431642414) | > loss_disc_real_2: 0.23488849401474 (0.2110002442112182) | > loss_disc_real_3: 0.22876493632793427 (0.22916146022314465) | > loss_disc_real_4: 0.22503328323364258 (0.23093080687123305) | > loss_disc_real_5: 0.23737241327762604 (0.22099112315550862) | > loss_0: 2.3376338481903076 (2.3589125984873838) | > grad_norm_0: tensor(14.6541, device='cuda:0') (tensor(12.5303, device='cuda:0')) | > loss_gen: 2.6506288051605225 (2.4871074607252415) | > loss_kl: 2.05043363571167 (1.973293953767702) | > loss_feat: 7.239254951477051 (7.010490619936469) | > loss_mel: 17.08649444580078 (17.539311414324366) | > loss_duration: 2.0753581523895264 (2.012234836317309) | > loss_1: 31.102169036865234 (31.022438198494513) | > grad_norm_1: tensor(497.3781, device='cuda:0') (tensor(147.1694, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3826 (0.37647341616326885) | > loader_time: 0.0044 (0.003925589875801981)  --> TIME: 2024-06-11 20:45:59 -- STEP: 204/330 -- GLOBAL_STEP: 308975 | > loss_disc: 2.434270143508911 (2.3574691812197357) | > loss_disc_real_0: 0.16184742748737335 (0.11590601344976355) | > loss_disc_real_1: 0.1889619380235672 (0.1980566744710885) | > loss_disc_real_2: 0.21810227632522583 (0.2107011388768168) | > loss_disc_real_3: 0.21127437055110931 (0.2292092946522376) | > loss_disc_real_4: 0.2141484171152115 (0.2307504033487217) | > loss_disc_real_5: 0.22802726924419403 (0.22101831063628197) | > loss_0: 2.434270143508911 (2.3574691812197357) | > grad_norm_0: tensor(32.9882, device='cuda:0') (tensor(15.4925, device='cuda:0')) | > loss_gen: 2.6250593662261963 (2.4973863994374) | > loss_kl: 1.8610024452209473 (1.977912098753686) | > loss_feat: 7.2269978523254395 (7.043912962371228) | > loss_mel: 17.948362350463867 (17.50713631686042) | > loss_duration: 2.020148754119873 (2.0197208734119667) | > loss_1: 31.681570053100586 (31.046068528119257) | > grad_norm_1: tensor(319.5733, device='cuda:0') (tensor(182.2722, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.3949 (0.37842099689969844) | > loader_time: 0.0048 (0.004034564775579114)  --> TIME: 2024-06-11 20:46:09 -- STEP: 229/330 -- GLOBAL_STEP: 309000 | > loss_disc: 2.279271125793457 (2.358393731596167) | > loss_disc_real_0: 0.11220501363277435 (0.11800712085121584) | > loss_disc_real_1: 0.1845005750656128 (0.19811164311186194) | > loss_disc_real_2: 0.20417271554470062 (0.2108782553256339) | > loss_disc_real_3: 0.23390424251556396 (0.22929062255084776) | > loss_disc_real_4: 0.2475283443927765 (0.2301634436221102) | > loss_disc_real_5: 0.21506232023239136 (0.2205682346133686) | > loss_0: 2.279271125793457 (2.358393731596167) | > grad_norm_0: tensor(17.6376, device='cuda:0') (tensor(18.4241, device='cuda:0')) | > loss_gen: 2.624049186706543 (2.4981554678954416) | > loss_kl: 2.0754199028015137 (1.9779175400213382) | > loss_feat: 7.224551677703857 (7.028321209953342) | > loss_mel: 17.443401336669922 (17.450248759906895) | > loss_duration: 2.1272711753845215 (2.0285372609134353) | > loss_1: 31.49469566345215 (30.983180133536393) | > grad_norm_1: tensor(472.3008, device='cuda:0') (tensor(210.3059, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.4108 (0.3812452591142281) | > loader_time: 0.0052 (0.004146081391380339) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_309000.pth  --> TIME: 2024-06-11 20:46:25 -- STEP: 254/330 -- GLOBAL_STEP: 309025 | > loss_disc: 2.303311347961426 (2.358700715650723) | > loss_disc_real_0: 0.10512698441743851 (0.11829651524056131) | > loss_disc_real_1: 0.20664258301258087 (0.19808101589520147) | > loss_disc_real_2: 0.24470950663089752 (0.21130657776838213) | > loss_disc_real_3: 0.23369674384593964 (0.22914198146561) | > loss_disc_real_4: 0.2242906242609024 (0.23043775147809756) | > loss_disc_real_5: 0.22396549582481384 (0.22061478933246118) | > loss_0: 2.303311347961426 (2.358700715650723) | > grad_norm_0: tensor(20.7122, device='cuda:0') (tensor(18.9077, device='cuda:0')) | > loss_gen: 2.628349781036377 (2.496929669004726) | > loss_kl: 2.0186140537261963 (1.9817380107293918) | > loss_feat: 7.584375381469727 (7.0342839177199235) | > loss_mel: 17.68743896484375 (17.412474714864903) | > loss_duration: 2.068640947341919 (2.0363096158335563) | > loss_1: 31.98741912841797 (30.96173581551379) | > grad_norm_1: tensor(274.2104, device='cuda:0') (tensor(217.8565, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.4333 (0.386279015090522) | > loader_time: 0.0061 (0.004313441712086591)  --> TIME: 2024-06-11 20:46:36 -- STEP: 279/330 -- GLOBAL_STEP: 309050 | > loss_disc: 2.543825387954712 (2.360565617093048) | > loss_disc_real_0: 0.08445991575717926 (0.11875528902296097) | > loss_disc_real_1: 0.24032136797904968 (0.19796147979929457) | > loss_disc_real_2: 0.24872678518295288 (0.21149971659251865) | > loss_disc_real_3: 0.22689831256866455 (0.22928109962666765) | > loss_disc_real_4: 0.24840989708900452 (0.23056300288887435) | > loss_disc_real_5: 0.25176212191581726 (0.22058877471740956) | > loss_0: 2.543825387954712 (2.360565617093048) | > grad_norm_0: tensor(18.0752, device='cuda:0') (tensor(19.4449, device='cuda:0')) | > loss_gen: 2.40606427192688 (2.4932726523354916) | > loss_kl: 2.077004909515381 (1.985105938381619) | > loss_feat: 7.071718215942383 (7.049086625430747) | > loss_mel: 17.481897354125977 (17.380061327342926) | > loss_duration: 2.132500648498535 (2.0455879114007476) | > loss_1: 31.169185638427734 (30.953114355764082) | > grad_norm_1: tensor(392.8471, device='cuda:0') (tensor(228.7536, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.4309 (0.39087650681909275) | > loader_time: 0.0062 (0.004473355508619736)  --> TIME: 2024-06-11 20:46:48 -- STEP: 304/330 -- GLOBAL_STEP: 309075 | > loss_disc: 2.7112269401550293 (2.364899240826304) | > loss_disc_real_0: 0.32341352105140686 (0.12115824760526027) | > loss_disc_real_1: 0.22426146268844604 (0.19844215770104998) | > loss_disc_real_2: 0.16585077345371246 (0.21156269512874515) | > loss_disc_real_3: 0.21195164322853088 (0.22931123686660282) | > loss_disc_real_4: 0.25232863426208496 (0.23033569022817046) | > loss_disc_real_5: 0.2621651887893677 (0.220670021776306) | > loss_0: 2.7112269401550293 (2.364899240826304) | > grad_norm_0: tensor(75.4447, device='cuda:0') (tensor(21.8162, device='cuda:0')) | > loss_gen: 2.136056423187256 (2.491755517689806) | > loss_kl: 2.020613193511963 (1.9906036328328283) | > loss_feat: 7.021045207977295 (7.057582955611379) | > loss_mel: 16.358837127685547 (17.332104742526997) | > loss_duration: 2.202859878540039 (2.0565782087413926) | > loss_1: 29.739412307739258 (30.92862498132806) | > grad_norm_1: tensor(359.1132, device='cuda:0') (tensor(245.1217, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 0.494 (0.3973356022646555) | > loader_time: 0.0066 (0.00464324653148651)  --> TIME: 2024-06-11 20:47:15 -- STEP: 329/330 -- GLOBAL_STEP: 309100 | > loss_disc: 2.2942214012145996 (2.3678798921927124) | > loss_disc_real_0: 0.12857072055339813 (0.12110703158840583) | > loss_disc_real_1: 0.2635389566421509 (0.1992636570271025) | > loss_disc_real_2: 0.19871753454208374 (0.21211856807437712) | > loss_disc_real_3: 0.16960465908050537 (0.22952898584962983) | > loss_disc_real_4: 0.12918025255203247 (0.23029567573027046) | > loss_disc_real_5: 0.13922978937625885 (0.2202246188664509) | > loss_0: 2.2942214012145996 (2.3678798921927124) | > grad_norm_0: tensor(20.9094, device='cuda:0') (tensor(22.1269, device='cuda:0')) | > loss_gen: 2.5906548500061035 (2.4951639987052756) | > loss_kl: 2.1184027194976807 (2.000783559399173) | > loss_feat: 12.33935546875 (7.15614859311414) | > loss_mel: 17.886638641357422 (17.30371173464418) | > loss_duration: 2.2930071353912354 (2.0712256395345796) | > loss_1: 37.22806167602539 (31.027033460901137) | > grad_norm_1: tensor(627.2189, device='cuda:0') (tensor(261.4291, device='cuda:0')) | > current_lr_0: 0.0001839542599632676 | > current_lr_1: 0.0001839542599632676 | > step_time: 13.4746 (0.450122680345205) | > loader_time: 0.0334 (0.0050662919018406236)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.717886447906494 (2.717886447906494) | > loss_disc_real_0: 0.19021788239479065 (0.19021788239479065) | > loss_disc_real_1: 0.2062663733959198 (0.2062663733959198) | > loss_disc_real_2: 0.248174786567688 (0.248174786567688) | > loss_disc_real_3: 0.2445889562368393 (0.2445889562368393) | > loss_disc_real_4: 0.28188788890838623 (0.28188788890838623) | > loss_disc_real_5: 0.24039709568023682 (0.24039709568023682) | > loss_0: 2.717886447906494 (2.717886447906494) | > loss_gen: 2.1800003051757812 (2.1800003051757812) | > loss_kl: 2.3653481006622314 (2.3653481006622314) | > loss_feat: 4.510318279266357 (4.510318279266357) | > loss_mel: 15.670930862426758 (15.670930862426758) | > loss_duration: 2.9008538722991943 (2.9008538722991943) | > loss_1: 27.627450942993164 (27.627450942993164)  --> STEP: 1 | > loss_disc: 2.3991189002990723 (2.3991189002990723) | > loss_disc_real_0: 0.11685855686664581 (0.11685855686664581) | > loss_disc_real_1: 0.1958511471748352 (0.1958511471748352) | > loss_disc_real_2: 0.17382170259952545 (0.17382170259952545) | > loss_disc_real_3: 0.20180319249629974 (0.20180319249629974) | > loss_disc_real_4: 0.23133639991283417 (0.23133639991283417) | > loss_disc_real_5: 0.20673179626464844 (0.20673179626464844) | > loss_0: 2.3991189002990723 (2.3991189002990723) | > loss_gen: 2.2719783782958984 (2.2719783782958984) | > loss_kl: 3.583003282546997 (3.583003282546997) | > loss_feat: 5.234768390655518 (5.234768390655518) | > loss_mel: 18.94573402404785 (18.94573402404785) | > loss_duration: 2.407674551010132 (2.407674551010132) | > loss_1: 32.44315719604492 (32.44315719604492)  --> STEP: 2 | > loss_disc: 2.542833089828491 (2.4709759950637817) | > loss_disc_real_0: 0.11293281614780426 (0.11489568650722504) | > loss_disc_real_1: 0.17471832036972046 (0.18528473377227783) | > loss_disc_real_2: 0.174242302775383 (0.17403200268745422) | > loss_disc_real_3: 0.2308276891708374 (0.21631544083356857) | > loss_disc_real_4: 0.2755308747291565 (0.25343363732099533) | > loss_disc_real_5: 0.25898629426956177 (0.2328590452671051) | > loss_0: 2.542833089828491 (2.4709759950637817) | > loss_gen: 1.9820468425750732 (2.127012610435486) | > loss_kl: 1.7356202602386475 (2.6593117713928223) | > loss_feat: 5.766063690185547 (5.500416040420532) | > loss_mel: 17.549541473388672 (18.24763774871826) | > loss_duration: 2.534414291381836 (2.471044421195984) | > loss_1: 29.567686080932617 (31.00542163848877)  --> STEP: 3 | > loss_disc: 2.533249855041504 (2.491733948389689) | > loss_disc_real_0: 0.0639011561870575 (0.09789750973383586) | > loss_disc_real_1: 0.17101725935935974 (0.1805289089679718) | > loss_disc_real_2: 0.1852072924375534 (0.17775709927082062) | > loss_disc_real_3: 0.23823584616184235 (0.22362224260965982) | > loss_disc_real_4: 0.17498791217803955 (0.2272850622733434) | > loss_disc_real_5: 0.1392807513475418 (0.20166628062725067) | > loss_0: 2.533249855041504 (2.491733948389689) | > loss_gen: 1.7823824882507324 (2.012135903040568) | > loss_kl: 3.4907312393188477 (2.9364515940348306) | > loss_feat: 5.786721706390381 (5.5958512624104815) | > loss_mel: 16.841711044311523 (17.778995513916016) | > loss_duration: 2.359060764312744 (2.4337165355682373) | > loss_1: 30.26060676574707 (30.757150014241535)  --> STEP: 4 | > loss_disc: 2.3544726371765137 (2.4574186205863953) | > loss_disc_real_0: 0.16521123051643372 (0.11472593992948532) | > loss_disc_real_1: 0.1666666716337204 (0.17706334963440895) | > loss_disc_real_2: 0.18730373680591583 (0.18014375865459442) | > loss_disc_real_3: 0.21851252019405365 (0.22234481200575829) | > loss_disc_real_4: 0.20127150416374207 (0.22078167274594307) | > loss_disc_real_5: 0.15383070707321167 (0.18970738723874092) | > loss_0: 2.3544726371765137 (2.4574186205863953) | > loss_gen: 2.093475818634033 (2.0324708819389343) | > loss_kl: 3.661686420440674 (3.1177603006362915) | > loss_feat: 5.371156692504883 (5.539677619934082) | > loss_mel: 17.295469284057617 (17.658113956451416) | > loss_duration: 2.364131450653076 (2.416320264339447) | > loss_1: 30.785919189453125 (30.764342308044434)  --> STEP: 5 | > loss_disc: 2.2980120182037354 (2.4255373001098635) | > loss_disc_real_0: 0.17321081459522247 (0.12642291486263274) | > loss_disc_real_1: 0.19667983055114746 (0.18098664581775664) | > loss_disc_real_2: 0.17866359651088715 (0.17984772622585296) | > loss_disc_real_3: 0.2027280628681183 (0.21842146217823027) | > loss_disc_real_4: 0.23685723543167114 (0.2239967852830887) | > loss_disc_real_5: 0.25074151158332825 (0.2019142121076584) | > loss_0: 2.2980120182037354 (2.4255373001098635) | > loss_gen: 2.5045697689056396 (2.1268906593322754) | > loss_kl: 2.6702041625976562 (3.0282490730285643) | > loss_feat: 5.19337797164917 (5.4704176902771) | > loss_mel: 17.431625366210938 (17.61281623840332) | > loss_duration: 2.3270621299743652 (2.3984686374664306) | > loss_1: 30.126840591430664 (30.63684196472168)  --> STEP: 6 | > loss_disc: 2.3911242485046387 (2.4198017915089927) | > loss_disc_real_0: 0.15578970313072205 (0.13131737957398096) | > loss_disc_real_1: 0.180075004696846 (0.1808347056309382) | > loss_disc_real_2: 0.22177934646606445 (0.18683632959922156) | > loss_disc_real_3: 0.23743748664855957 (0.22159079958995184) | > loss_disc_real_4: 0.23106388747692108 (0.22517463564872742) | > loss_disc_real_5: 0.2523719370365143 (0.21032383292913437) | > loss_0: 2.3911242485046387 (2.4198017915089927) | > loss_gen: 2.24541974067688 (2.146645506223043) | > loss_kl: 2.727952718734741 (2.9781996806462607) | > loss_feat: 5.278363227844238 (5.438408613204956) | > loss_mel: 17.936647415161133 (17.66678810119629) | > loss_duration: 2.155087947845459 (2.3579051891962686) | > loss_1: 30.34347152709961 (30.587946891784668)  --> STEP: 7 | > loss_disc: 2.4233598709106445 (2.4203100885663713) | > loss_disc_real_0: 0.08080556988716125 (0.12410140676157815) | > loss_disc_real_1: 0.12973976135253906 (0.1735354278768812) | > loss_disc_real_2: 0.2626708447933197 (0.197669831769807) | > loss_disc_real_3: 0.2727910578250885 (0.22890512219497136) | > loss_disc_real_4: 0.1951763778924942 (0.2208891702549798) | > loss_disc_real_5: 0.2185637354850769 (0.21150096186569758) | > loss_0: 2.4233598709106445 (2.4203100885663713) | > loss_gen: 2.1552233695983887 (2.1478709152766635) | > loss_kl: 3.806662082672119 (3.0965514523642406) | > loss_feat: 6.92620849609375 (5.650951453617641) | > loss_mel: 17.390249252319336 (17.627282551356725) | > loss_duration: 2.507671356201172 (2.379300355911255) | > loss_1: 32.786014556884766 (30.90195655822754)  --> STEP: 8 | > loss_disc: 2.2435479164123535 (2.398214817047119) | > loss_disc_real_0: 0.19334793090820312 (0.13275722227990627) | > loss_disc_real_1: 0.2055717557668686 (0.17753996886312962) | > loss_disc_real_2: 0.11352220922708511 (0.18715137895196676) | > loss_disc_real_3: 0.22227045893669128 (0.22807578928768635) | > loss_disc_real_4: 0.16884054243564606 (0.2143830917775631) | > loss_disc_real_5: 0.1621856391429901 (0.20533654652535915) | > loss_0: 2.2435479164123535 (2.398214817047119) | > loss_gen: 2.378077745437622 (2.1766467690467834) | > loss_kl: 2.9964396953582764 (3.084037482738495) | > loss_feat: 9.444735527038574 (6.125174462795258) | > loss_mel: 19.233665466308594 (17.828080415725708) | > loss_duration: 2.2714626789093018 (2.3658206462860107) | > loss_1: 36.324378967285156 (31.57975935935974)  --> STEP: 9 | > loss_disc: 2.373957633972168 (2.395519574483236) | > loss_disc_real_0: 0.14665426313877106 (0.13430133793089125) | > loss_disc_real_1: 0.13064680993556976 (0.1723296178711785) | > loss_disc_real_2: 0.18007361888885498 (0.18636496116717657) | > loss_disc_real_3: 0.22975003719329834 (0.22826181683275434) | > loss_disc_real_4: 0.1524687558412552 (0.20750372111797333) | > loss_disc_real_5: 0.19987495243549347 (0.2047297027375963) | > loss_0: 2.373957633972168 (2.395519574483236) | > loss_gen: 2.0557916164398193 (2.1632184187571206) | > loss_kl: 3.017667531967163 (3.0766630437639026) | > loss_feat: 6.427656173706055 (6.158783541785346) | > loss_mel: 19.20989990234375 (17.981615914238823) | > loss_duration: 2.1368565559387207 (2.3403801918029785) | > loss_1: 32.84787368774414 (31.72066095140245)  --> STEP: 10 | > loss_disc: 2.2197396755218506 (2.3779415845870973) | > loss_disc_real_0: 0.07143458724021912 (0.12801466286182403) | > loss_disc_real_1: 0.1911260038614273 (0.1742092564702034) | > loss_disc_real_2: 0.21936912834644318 (0.18966537788510324) | > loss_disc_real_3: 0.2550480365753174 (0.23094043880701065) | > loss_disc_real_4: 0.22263562679290771 (0.20901691168546677) | > loss_disc_real_5: 0.19822381436824799 (0.20407911390066147) | > loss_0: 2.2197396755218506 (2.3779415845870973) | > loss_gen: 2.353180170059204 (2.182214593887329) | > loss_kl: 3.1358273029327393 (3.082579469680786) | > loss_feat: 5.571995258331299 (6.100104713439942) | > loss_mel: 15.306217193603516 (17.714076042175293) | > loss_duration: 2.325653553009033 (2.338907527923584) | > loss_1: 28.692873001098633 (31.41788215637207)  --> STEP: 11 | > loss_disc: 2.4883198738098145 (2.387975974516435) | > loss_disc_real_0: 0.12173549830913544 (0.12744382972067053) | > loss_disc_real_1: 0.18356521427631378 (0.1750597980889407) | > loss_disc_real_2: 0.14818423986434937 (0.18589436533776196) | > loss_disc_real_3: 0.2501937747001648 (0.23269074207002466) | > loss_disc_real_4: 0.24378806352615356 (0.21217792548916556) | > loss_disc_real_5: 0.24511711299419403 (0.2078098410909826) | > loss_0: 2.4883198738098145 (2.387975974516435) | > loss_gen: 2.0963261127471924 (2.174406550147317) | > loss_kl: 3.690695285797119 (3.137862725691362) | > loss_feat: 4.154199600219727 (5.92320424860174) | > loss_mel: 16.953523635864258 (17.644934914328836) | > loss_duration: 2.5736594200134277 (2.3602486090226606) | > loss_1: 29.46840476989746 (31.240656939419832)  --> STEP: 12 | > loss_disc: 2.415553569793701 (2.3902741074562073) | > loss_disc_real_0: 0.07367751747369766 (0.12296330370008945) | > loss_disc_real_1: 0.14252793788909912 (0.17234880973895392) | > loss_disc_real_2: 0.26574912667274475 (0.19254892878234386) | > loss_disc_real_3: 0.2440420538187027 (0.23363668471574783) | > loss_disc_real_4: 0.2098974585533142 (0.21198788657784462) | > loss_disc_real_5: 0.1710435003042221 (0.20474597935875258) | > loss_0: 2.415553569793701 (2.3902741074562073) | > loss_gen: 2.085970640182495 (2.167036890983582) | > loss_kl: 2.54732608795166 (3.0886513392130532) | > loss_feat: 6.121038436889648 (5.9396904309590655) | > loss_mel: 17.37152862548828 (17.622151056925457) | > loss_duration: 2.2401280403137207 (2.350238561630249) | > loss_1: 30.365991592407227 (31.167768160502117)  --> STEP: 13 | > loss_disc: 2.2045350074768066 (2.375986484380869) | > loss_disc_real_0: 0.09066993743181229 (0.12047919860252967) | > loss_disc_real_1: 0.16026389598846436 (0.17141920098891625) | > loss_disc_real_2: 0.18474744260311127 (0.19194881446086443) | > loss_disc_real_3: 0.15068845450878143 (0.22725605162290427) | > loss_disc_real_4: 0.15909074246883392 (0.2079188754925361) | > loss_disc_real_5: 0.1709575653076172 (0.2021468705855883) | > loss_0: 2.2045350074768066 (2.375986484380869) | > loss_gen: 2.093453884124756 (2.1613766596867494) | > loss_kl: 2.62754225730896 (3.0531814098358154) | > loss_feat: 5.85194730758667 (5.93294095993042) | > loss_mel: 15.50782299041748 (17.459510436424843) | > loss_duration: 2.1725263595581055 (2.336568392240084) | > loss_1: 28.253292083740234 (30.943577693058895)  --> STEP: 14 | > loss_disc: 2.6648387908935547 (2.3966187919889177) | > loss_disc_real_0: 0.29395437240600586 (0.13287028244563512) | > loss_disc_real_1: 0.18934908509254456 (0.17269990699631826) | > loss_disc_real_2: 0.26773902773857117 (0.19736240112355777) | > loss_disc_real_3: 0.2201315462589264 (0.22674715838262013) | > loss_disc_real_4: 0.2600920498371124 (0.211645530802863) | > loss_disc_real_5: 0.18998779356479645 (0.20127836508410318) | > loss_0: 2.6648387908935547 (2.3966187919889177) | > loss_gen: 2.2139039039611816 (2.1651286057063515) | > loss_kl: 3.921184539794922 (3.115181633404323) | > loss_feat: 6.724065780639648 (5.989449875695365) | > loss_mel: 16.65265655517578 (17.401878016335623) | > loss_duration: 2.4000132083892822 (2.3411001648221696) | > loss_1: 31.911823272705078 (31.01273809160505)  --> STEP: 15 | > loss_disc: 2.250674247741699 (2.3868891557057696) | > loss_disc_real_0: 0.07718778401613235 (0.12915811588366827) | > loss_disc_real_1: 0.13876792788505554 (0.17043777505556743) | > loss_disc_real_2: 0.19180676341056824 (0.19699202527602513) | > loss_disc_real_3: 0.24151606857776642 (0.22773175239562987) | > loss_disc_real_4: 0.20470920205116272 (0.21118310888608297) | > loss_disc_real_5: 0.24307912588119507 (0.20406508247057598) | > loss_0: 2.250674247741699 (2.3868891557057696) | > loss_gen: 2.287463665008545 (2.1732842763264975) | > loss_kl: 3.649271249771118 (3.150787607828776) | > loss_feat: 7.327073097229004 (6.078624757130941) | > loss_mel: 17.200653076171875 (17.388463020324707) | > loss_duration: 2.412644863128662 (2.3458698113759358) | > loss_1: 32.877105712890625 (31.137029266357423)  --> STEP: 16 | > loss_disc: 2.4427590370178223 (2.390381023287773) | > loss_disc_real_0: 0.07195790112018585 (0.1255831024609506) | > loss_disc_real_1: 0.20395222306251526 (0.17253242805600166) | > loss_disc_real_2: 0.2944977581501007 (0.20308613358065486) | > loss_disc_real_3: 0.16632334887981415 (0.2238937271758914) | > loss_disc_real_4: 0.21589286625385284 (0.21147746872156858) | > loss_disc_real_5: 0.16299189627170563 (0.20149800833314657) | > loss_0: 2.4427590370178223 (2.390381023287773) | > loss_gen: 2.116185188293457 (2.1697155833244324) | > loss_kl: 3.0671708583831787 (3.145561560988426) | > loss_feat: 6.785951137542725 (6.122832655906677) | > loss_mel: 14.929144859313965 (17.234755635261536) | > loss_duration: 2.3574767112731934 (2.3465952426195145) | > loss_1: 29.255929946899414 (31.019460558891296)  --> STEP: 17 | > loss_disc: 2.2193052768707275 (2.3803177440867707) | > loss_disc_real_0: 0.14602680504322052 (0.12678567320108414) | > loss_disc_real_1: 0.15138305723667145 (0.17128834741957047) | > loss_disc_real_2: 0.17686960101127625 (0.20154398460598552) | > loss_disc_real_3: 0.22207342088222504 (0.2237866503350875) | > loss_disc_real_4: 0.24384784698486328 (0.21338160861940944) | > loss_disc_real_5: 0.2747858166694641 (0.20580905588234172) | > loss_0: 2.2193052768707275 (2.3803177440867707) | > loss_gen: 2.668405055999756 (2.1990502581876865) | > loss_kl: 1.754902720451355 (3.063758099780363) | > loss_feat: 6.325786113739014 (6.134771094602697) | > loss_mel: 16.508283615112305 (17.192021987017462) | > loss_duration: 2.3839330673217773 (2.3487915852490593) | > loss_1: 29.641311645507812 (30.938392975751093)  --> STEP: 18 | > loss_disc: 2.5542640686035156 (2.389981428782145) | > loss_disc_real_0: 0.1081729382276535 (0.12575163236922687) | > loss_disc_real_1: 0.12916812300682068 (0.1689483349521955) | > loss_disc_real_2: 0.2369402050971985 (0.2035104412999418) | > loss_disc_real_3: 0.20475563406944275 (0.2227293716536628) | > loss_disc_real_4: 0.1450875699520111 (0.20958749536010954) | > loss_disc_real_5: 0.188069149851799 (0.20482350554731157) | > loss_0: 2.5542640686035156 (2.389981428782145) | > loss_gen: 1.733619213104248 (2.1731929779052734) | > loss_kl: 2.7568893432617188 (3.0467098355293274) | > loss_feat: 8.379770278930664 (6.259493271509807) | > loss_mel: 18.659530639648438 (17.273550245496963) | > loss_duration: 2.2228989601135254 (2.3417975505193076) | > loss_1: 33.752708435058594 (31.09474383460151)  --> STEP: 19 | > loss_disc: 2.354898452758789 (2.3881349563598633) | > loss_disc_real_0: 0.11784811317920685 (0.1253356576750153) | > loss_disc_real_1: 0.21493886411190033 (0.17136888911849574) | > loss_disc_real_2: 0.21733014285564423 (0.20423779401339984) | > loss_disc_real_3: 0.28889888525009155 (0.2262119776324222) | > loss_disc_real_4: 0.2105736881494522 (0.20963940024375916) | > loss_disc_real_5: 0.1815645694732666 (0.20359935101709867) | > loss_0: 2.354898452758789 (2.3881349563598633) | > loss_gen: 2.4691357612609863 (2.1887689138713635) | > loss_kl: 2.1008851528167725 (2.996929589070772) | > loss_feat: 6.656111240386963 (6.28036790145071) | > loss_mel: 16.300342559814453 (17.222328788355778) | > loss_duration: 2.3443055152893066 (2.341929548665097) | > loss_1: 29.870779037475586 (31.030324634752777)  --> STEP: 20 | > loss_disc: 2.6655964851379395 (2.402008032798767) | > loss_disc_real_0: 0.20527881383895874 (0.12933281548321246) | > loss_disc_real_1: 0.21086281538009644 (0.17334358543157577) | > loss_disc_real_2: 0.2887381613254547 (0.20846281237900258) | > loss_disc_real_3: 0.2934979200363159 (0.22957627475261688) | > loss_disc_real_4: 0.2561172842979431 (0.21196329444646836) | > loss_disc_real_5: 0.22219303250312805 (0.20452903509140014) | > loss_0: 2.6655964851379395 (2.402008032798767) | > loss_gen: 2.3055293560028076 (2.194606935977936) | > loss_kl: 2.3021461963653564 (2.962190419435501) | > loss_feat: 5.736433506011963 (6.253171181678772) | > loss_mel: 18.878475189208984 (17.305136108398436) | > loss_duration: 2.3316612243652344 (2.341416132450104) | > loss_1: 31.554244995117188 (31.056520652770995)  --> STEP: 21 | > loss_disc: 2.304727077484131 (2.397375606355213) | > loss_disc_real_0: 0.05238760635256767 (0.12566875790556273) | > loss_disc_real_1: 0.15424427390098572 (0.17243409440630958) | > loss_disc_real_2: 0.2105163186788559 (0.2085605983932813) | > loss_disc_real_3: 0.18612836301326752 (0.22750732657455264) | > loss_disc_real_4: 0.17463557422161102 (0.21018578395957038) | > loss_disc_real_5: 0.16407650709152222 (0.2026027242342631) | > loss_0: 2.304727077484131 (2.397375606355213) | > loss_gen: 1.9611533880233765 (2.183490100361052) | > loss_kl: 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2.1887199878692627 (2.3266584548083222) | > loss_1: 35.22462463378906 (31.178927768360484)  --> STEP: 23 | > loss_disc: 2.8176770210266113 (2.412150465923807) | > loss_disc_real_0: 0.30075424909591675 (0.13226436094745345) | > loss_disc_real_1: 0.20130005478858948 (0.1714330552064854) | > loss_disc_real_2: 0.26518893241882324 (0.21366878274990164) | > loss_disc_real_3: 0.31637465953826904 (0.22933562423871912) | > loss_disc_real_4: 0.2343040555715561 (0.21131242682104526) | > loss_disc_real_5: 0.28631144762039185 (0.20913034159204233) | > loss_0: 2.8176770210266113 (2.412150465923807) | > loss_gen: 2.2408742904663086 (2.195198945377184) | > loss_kl: 2.573911666870117 (2.908868079600127) | > loss_feat: 7.0413408279418945 (6.423165383546249) | > loss_mel: 17.721330642700195 (17.356566968171492) | > loss_duration: 2.243926525115967 (2.3230614143869155) | > loss_1: 31.82138442993164 (31.206860666689664)  --> STEP: 24 | > loss_disc: 2.314443826675415 (2.4080793559551243) | > loss_disc_real_0: 0.09783372282981873 (0.13082975102588532) | > loss_disc_real_1: 0.12506559491157532 (0.1695010776941975) | > loss_disc_real_2: 0.1747862547636032 (0.2120486774171392) | > loss_disc_real_3: 0.2768547236919403 (0.23131558671593666) | > loss_disc_real_4: 0.28331056237220764 (0.214312349135677) | > loss_disc_real_5: 0.21581673622131348 (0.20940894136826196) | > loss_0: 2.314443826675415 (2.4080793559551243) | > loss_gen: 2.2327077388763428 (2.196761811772982) | > loss_kl: 2.600918769836426 (2.8960368583599725) | > loss_feat: 6.414061069488525 (6.422786037127177) | > loss_mel: 17.194711685180664 (17.349822998046875) | > loss_duration: 2.430938720703125 (2.3275563021500907) | > loss_1: 30.87333869934082 (31.19296391805013)  --> STEP: 25 | > loss_disc: 2.598033905029297 (2.4156775379180915) | > loss_disc_real_0: 0.18062147498130798 (0.1328214199841022) | > loss_disc_real_1: 0.18288317322731018 (0.170036361515522) | > loss_disc_real_2: 0.28902095556259155 (0.2151275685429573) | > loss_disc_real_3: 0.2540525197982788 (0.23222506403923035) | > loss_disc_real_4: 0.2054937481880188 (0.21395960509777068) | > loss_disc_real_5: 0.2529090940952301 (0.2111489474773407) | > loss_0: 2.598033905029297 (2.4156775379180915) | > loss_gen: 2.1273505687713623 (2.1939853620529175) | > loss_kl: 2.7958874702453613 (2.892030882835388) | > loss_feat: 5.762530326843262 (6.3963758087158205) | > loss_mel: 15.679059028625488 (17.282992439270018) | > loss_duration: 2.3693666458129883 (2.3292287158966065) | > loss_1: 28.73419189453125 (31.094613037109376)  --> STEP: 26 | > loss_disc: 2.630117893218994 (2.423925243891203) | > loss_disc_real_0: 0.12834107875823975 (0.13264909916772288) | > loss_disc_real_1: 0.19230526685714722 (0.17089285787481528) | > loss_disc_real_2: 0.2553930878639221 (0.2166762423629944) | > loss_disc_real_3: 0.19193166494369507 (0.2306753179201713) | > loss_disc_real_4: 0.13810428977012634 (0.21104209296978438) | > loss_disc_real_5: 0.1293385922908783 (0.20800239535478446) | > loss_0: 2.630117893218994 (2.423925243891203) | > loss_gen: 2.0401456356048584 (2.188068449497223) | > loss_kl: 2.619485855102539 (2.88154838176874) | > loss_feat: 10.044816017150879 (6.5367004321171684) | > loss_mel: 17.449369430541992 (17.28939155431894) | > loss_duration: 2.3535714149475098 (2.3301649735524106) | > loss_1: 34.507389068603516 (31.225873653705303) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024380133702204777 (+6.146614368145262e-05) | > avg_loss_disc: 2.423925243891203 (-0.0576140513786898) | > avg_loss_disc_real_0: 0.13264909916772288 (+0.008709864404339004) | > avg_loss_disc_real_1: 0.17089285787481528 (-0.053197642071888984) | > avg_loss_disc_real_2: 0.2166762423629944 (-0.05304990278986774) | > avg_loss_disc_real_3: 0.2306753179201713 (-0.03663044594801387) | > avg_loss_disc_real_4: 0.21104209296978438 (-0.028135383358368488) | > avg_loss_disc_real_5: 0.20800239535478446 (-0.0038924612678014336) | > avg_loss_0: 2.423925243891203 (-0.0576140513786898) | > avg_loss_gen: 2.188068449497223 (-0.1136100292205815) | > avg_loss_kl: 2.88154838176874 (-0.14569968443650483) | > avg_loss_feat: 6.5367004321171684 (+0.05592102270859911) | > avg_loss_mel: 17.28939155431894 (+0.33345442551832605) | > avg_loss_duration: 2.3301649735524106 (+0.004818173555228178) | > avg_loss_1: 31.225873653705303 (+0.13488402733435834)  > EPOCH: 670/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:47:21)   --> TIME: 2024-06-11 20:47:32 -- STEP: 24/330 -- GLOBAL_STEP: 309125 | > loss_disc: 2.3486151695251465 (2.326005538304647) | > loss_disc_real_0: 0.11538705974817276 (0.10834142162154119) | > loss_disc_real_1: 0.21854880452156067 (0.19519149760405222) | > loss_disc_real_2: 0.20781806111335754 (0.20773613018294176) | > loss_disc_real_3: 0.24098818004131317 (0.22545836865901947) | > loss_disc_real_4: 0.24307642877101898 (0.23713832969466844) | > loss_disc_real_5: 0.2230471819639206 (0.23235215370853743) | > loss_0: 2.3486151695251465 (2.326005538304647) | > grad_norm_0: tensor(13.7940, device='cuda:0') (tensor(8.9279, device='cuda:0')) | > loss_gen: 2.3383145332336426 (2.509819865226745) | > loss_kl: 1.8834477663040161 (1.8918664157390594) | > loss_feat: 6.953187465667725 (6.836284518241882) | > loss_mel: 17.162565231323242 (17.40344039599101) | > loss_duration: 1.950347900390625 (2.052098035812377) | > loss_1: 30.28786277770996 (30.693509578704834) | > grad_norm_1: tensor(36.0750, device='cuda:0') (tensor(99.2097, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.3748 (0.3675114909807841) | > loader_time: 0.0038 (0.003348231315612793)  --> TIME: 2024-06-11 20:47:41 -- STEP: 49/330 -- GLOBAL_STEP: 309150 | > loss_disc: 2.3058524131774902 (2.339295426193548) | > loss_disc_real_0: 0.08138212561607361 (0.10849388521544788) | > loss_disc_real_1: 0.17680256068706512 (0.19447614070104094) | > loss_disc_real_2: 0.15924012660980225 (0.20791368946737174) | > loss_disc_real_3: 0.22671712934970856 (0.2290496935649794) | > loss_disc_real_4: 0.22518576681613922 (0.23583455839935613) | > loss_disc_real_5: 0.20768848061561584 (0.227493234130801) | > loss_0: 2.3058524131774902 (2.339295426193548) | > grad_norm_0: tensor(8.3011, device='cuda:0') (tensor(8.6901, device='cuda:0')) | > loss_gen: 2.493330478668213 (2.495258788673245) | > loss_kl: 2.0413811206817627 (1.9400928750330089) | > loss_feat: 7.132479667663574 (6.924493507463104) | > loss_mel: 16.78350257873535 (17.440671881850886) | > loss_duration: 1.9431869983673096 (2.0130803512067206) | > loss_1: 30.39388084411621 (30.81359746504803) | > grad_norm_1: tensor(54.8405, device='cuda:0') (tensor(89.0370, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.3647 (0.3664074236032913) | > loader_time: 0.0032 (0.003454933361131318)  --> TIME: 2024-06-11 20:47:50 -- STEP: 74/330 -- GLOBAL_STEP: 309175 | > loss_disc: 2.334963321685791 (2.3548648099641536) | > loss_disc_real_0: 0.12835362553596497 (0.11129936918213564) | > loss_disc_real_1: 0.23048588633537292 (0.19573082009682785) | > loss_disc_real_2: 0.20039814710617065 (0.21040290755194588) | > loss_disc_real_3: 0.2260308861732483 (0.22889831903818492) | > loss_disc_real_4: 0.21982280910015106 (0.23566716265034032) | > loss_disc_real_5: 0.23058919608592987 (0.22709650405355403) | > loss_0: 2.334963321685791 (2.3548648099641536) | > grad_norm_0: tensor(9.6958, device='cuda:0') (tensor(8.9434, device='cuda:0')) | > loss_gen: 2.392228603363037 (2.48920984203751) | > loss_kl: 2.2254881858825684 (1.953542793119276) | > loss_feat: 7.245189666748047 (6.982439356881219) | > loss_mel: 17.627647399902344 (17.446649113216917) | > loss_duration: 1.9291325807571411 (1.9987060427665706) | > loss_1: 31.419687271118164 (30.870547243066735) | > grad_norm_1: tensor(75.3277, device='cuda:0') (tensor(85.6648, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.3744 (0.3685895526731337) | > loader_time: 0.0036 (0.0035825645601427233)  --> TIME: 2024-06-11 20:48:00 -- STEP: 99/330 -- GLOBAL_STEP: 309200 | > loss_disc: 2.351436138153076 (2.3562028648877367) | > loss_disc_real_0: 0.16667306423187256 (0.11276349207066529) | > loss_disc_real_1: 0.1895788609981537 (0.19673417538705498) | > loss_disc_real_2: 0.21824385225772858 (0.20991720500016453) | > loss_disc_real_3: 0.2460649162530899 (0.22860841739057292) | > loss_disc_real_4: 0.2522418200969696 (0.2350569757247212) | > loss_disc_real_5: 0.22294338047504425 (0.2261435625830082) | > loss_0: 2.351436138153076 (2.3562028648877367) | > grad_norm_0: tensor(13.2556, device='cuda:0') (tensor(8.9180, device='cuda:0')) | > loss_gen: 2.6108226776123047 (2.4860927504722508) | > loss_kl: 1.9037299156188965 (1.9558393292956882) | > loss_feat: 7.068711757659912 (6.936983739486848) | > loss_mel: 17.25872039794922 (17.397005485765863) | > loss_duration: 2.000546932220459 (1.9984884105547507) | > loss_1: 30.842533111572266 (30.774409766149038) | > grad_norm_1: tensor(212.6074, device='cuda:0') (tensor(92.2564, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.3919 (0.3700031270884504) | > loader_time: 0.0039 (0.003674755192766286)  --> TIME: 2024-06-11 20:48:10 -- STEP: 124/330 -- GLOBAL_STEP: 309225 | > loss_disc: 2.403707504272461 (2.3642602639813566) | > loss_disc_real_0: 0.12640291452407837 (0.11431101276989908) | > loss_disc_real_1: 0.18255725502967834 (0.19711000556426664) | > loss_disc_real_2: 0.21375952661037445 (0.2104391353505273) | > loss_disc_real_3: 0.241177499294281 (0.22982957742867932) | > loss_disc_real_4: 0.22030818462371826 (0.2344119470686682) | > loss_disc_real_5: 0.19841556251049042 (0.2257688398803434) | > loss_0: 2.403707504272461 (2.3642602639813566) | > grad_norm_0: tensor(4.7815, device='cuda:0') (tensor(9.4401, device='cuda:0')) | > loss_gen: 2.4807589054107666 (2.4806917502034085) | > loss_kl: 1.8173327445983887 (1.962882701427706) | > loss_feat: 6.999931335449219 (6.949531535948476) | > loss_mel: 17.800308227539062 (17.448720562842585) | > loss_duration: 2.0235602855682373 (2.0020357927968417) | > loss_1: 31.121891021728516 (30.843862364369055) | > grad_norm_1: tensor(44.8324, device='cuda:0') (tensor(104.7026, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.357 (0.3709864750985176) | > loader_time: 0.0046 (0.0037777250812899683)  --> TIME: 2024-06-11 20:48:19 -- STEP: 149/330 -- GLOBAL_STEP: 309250 | > loss_disc: 2.349074363708496 (2.3639471498911804) | > loss_disc_real_0: 0.14743418991565704 (0.11547171264486825) | > loss_disc_real_1: 0.1887231171131134 (0.1968314108632555) | > loss_disc_real_2: 0.22231413424015045 (0.21044314417663038) | > loss_disc_real_3: 0.2415601909160614 (0.22938127395690688) | > loss_disc_real_4: 0.21978166699409485 (0.23347473094527355) | > loss_disc_real_5: 0.23719580471515656 (0.22500008814686898) | > loss_0: 2.349074363708496 (2.3639471498911804) | > grad_norm_0: tensor(48.5841, device='cuda:0') (tensor(11.7686, device='cuda:0')) | > loss_gen: 2.4873759746551514 (2.4777964217550785) | > loss_kl: 2.083500623703003 (1.9715901933260411) | > loss_feat: 6.53452730178833 (6.937382570049107) | > loss_mel: 17.926780700683594 (17.432714302267797) | > loss_duration: 2.0201034545898438 (2.005538193171457) | > loss_1: 31.05228614807129 (30.825021679769428) | > grad_norm_1: tensor(249.7545, device='cuda:0') (tensor(127.9920, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.377 (0.3729023197353285) | > loader_time: 0.0042 (0.003878470235222938)  --> TIME: 2024-06-11 20:48:29 -- STEP: 174/330 -- GLOBAL_STEP: 309275 | > loss_disc: 2.352031707763672 (2.362156783027209) | > loss_disc_real_0: 0.1182926595211029 (0.1155119262550069) | > loss_disc_real_1: 0.17660140991210938 (0.19723970443010327) | > loss_disc_real_2: 0.20739978551864624 (0.21027399659499355) | > loss_disc_real_3: 0.2173158824443817 (0.22892024068311714) | > loss_disc_real_4: 0.23796667158603668 (0.23346181111089115) | > loss_disc_real_5: 0.22090457379817963 (0.22428482565386543) | > loss_0: 2.352031707763672 (2.362156783027209) | > grad_norm_0: tensor(12.6811, device='cuda:0') (tensor(13.9479, device='cuda:0')) | > loss_gen: 2.5675761699676514 (2.484389891569641) | > loss_kl: 2.1093807220458984 (1.9747730657972138) | > loss_feat: 6.8849921226501465 (6.947336309257595) | > loss_mel: 17.203155517578125 (17.417355082500944) | > loss_duration: 2.1032910346984863 (2.011169696676319) | > loss_1: 30.86839485168457 (30.835024066355036) | > grad_norm_1: tensor(416.2372, device='cuda:0') (tensor(158.1556, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.4049 (0.3765840091924556) | > loader_time: 0.0048 (0.003977715283974834)  --> TIME: 2024-06-11 20:48:40 -- STEP: 199/330 -- GLOBAL_STEP: 309300 | > loss_disc: 2.3292696475982666 (2.3616011645925696) | > loss_disc_real_0: 0.12546907365322113 (0.11570038661435621) | > loss_disc_real_1: 0.20487549901008606 (0.19733359750790808) | > loss_disc_real_2: 0.24301761388778687 (0.21082261571632557) | > loss_disc_real_3: 0.24051062762737274 (0.22932037306790376) | > loss_disc_real_4: 0.23402264714241028 (0.23282145106013696) | > loss_disc_real_5: 0.24258679151535034 (0.22390806263116136) | > loss_0: 2.3292696475982666 (2.3616011645925696) | > grad_norm_0: tensor(12.6289, device='cuda:0') (tensor(16.5203, device='cuda:0')) | > loss_gen: 2.712909460067749 (2.4943307320676262) | > loss_kl: 1.8682154417037964 (1.979180475575241) | > loss_feat: 6.940901279449463 (6.979130740141748) | > loss_mel: 17.130611419677734 (17.396956865511942) | > loss_duration: 2.1372451782226562 (2.0194432220267284) | > loss_1: 30.78988265991211 (30.869042046705083) | > grad_norm_1: tensor(400.0752, device='cuda:0') (tensor(186.0984, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.404 (0.37949261713267557) | > loader_time: 0.0053 (0.004062845479303867)  --> TIME: 2024-06-11 20:48:50 -- STEP: 224/330 -- GLOBAL_STEP: 309325 | > loss_disc: 2.3582959175109863 (2.3621370696595725) | > loss_disc_real_0: 0.08383499085903168 (0.11578582593106798) | > loss_disc_real_1: 0.2198973149061203 (0.19710195210895365) | > loss_disc_real_2: 0.2360188066959381 (0.21106633224657603) | > loss_disc_real_3: 0.24257533252239227 (0.2294154311530292) | > loss_disc_real_4: 0.1943933218717575 (0.23225743749311992) | > loss_disc_real_5: 0.2221272885799408 (0.22398887940549425) | > loss_0: 2.3582959175109863 (2.3621370696595725) | > grad_norm_0: tensor(24.6968, device='cuda:0') (tensor(18.6788, device='cuda:0')) | > loss_gen: 2.824798583984375 (2.4996774611728534) | > loss_kl: 1.9949440956115723 (1.9867468566766806) | > loss_feat: 8.197511672973633 (6.994535009775843) | > loss_mel: 17.623489379882812 (17.371713008199414) | > loss_duration: 2.122387647628784 (2.0269329771399476) | > loss_1: 32.76313018798828 (30.879605301788875) | > grad_norm_1: tensor(523.7656, device='cuda:0') (tensor(215.2547, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.4004 (0.3825267287237302) | > loader_time: 0.0054 (0.004168980887957982)  --> TIME: 2024-06-11 20:49:01 -- STEP: 249/330 -- GLOBAL_STEP: 309350 | > loss_disc: 2.3647353649139404 (2.3638134021835624) | > loss_disc_real_0: 0.10423114895820618 (0.11666650184426441) | > loss_disc_real_1: 0.24568115174770355 (0.19709636378719142) | > loss_disc_real_2: 0.19760027527809143 (0.21133692634392934) | > loss_disc_real_3: 0.21814626455307007 (0.22980496478846754) | > loss_disc_real_4: 0.2218652367591858 (0.23213115244744773) | > loss_disc_real_5: 0.22033587098121643 (0.22357146789031815) | > loss_0: 2.3647353649139404 (2.3638134021835624) | > grad_norm_0: tensor(7.4534, device='cuda:0') (tensor(20.0195, device='cuda:0')) | > loss_gen: 2.3967952728271484 (2.4959635504757065) | > loss_kl: 1.9866505861282349 (1.990739290494038) | > loss_feat: 6.340356349945068 (6.993436577808426) | > loss_mel: 16.80573844909668 (17.353226994893628) | > loss_duration: 2.091604709625244 (2.035504675294499) | > loss_1: 29.621145248413086 (30.86887107604) | > grad_norm_1: tensor(257.6935, device='cuda:0') (tensor(233.9928, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.4208 (0.3864160091522706) | > loader_time: 0.0054 (0.004293648593397027)  --> TIME: 2024-06-11 20:49:12 -- STEP: 274/330 -- GLOBAL_STEP: 309375 | > loss_disc: 2.3044683933258057 (2.365272765612079) | > loss_disc_real_0: 0.16521233320236206 (0.11801455074744503) | > loss_disc_real_1: 0.16452693939208984 (0.19745970740370505) | > loss_disc_real_2: 0.25911271572113037 (0.21142170115979048) | > loss_disc_real_3: 0.209299698472023 (0.2298425828127095) | > loss_disc_real_4: 0.211904376745224 (0.23187878564761502) | > loss_disc_real_5: 0.1995909959077835 (0.22292397747727205) | > loss_0: 2.3044683933258057 (2.365272765612079) | > grad_norm_0: tensor(85.5854, device='cuda:0') (tensor(21.8844, device='cuda:0')) | > loss_gen: 2.596963882446289 (2.49478648352797) | > loss_kl: 2.2077510356903076 (1.9960717976528362) | > loss_feat: 7.576572418212891 (6.98762858000985) | > loss_mel: 16.48009490966797 (17.308740139007565) | > loss_duration: 2.1268868446350098 (2.0438375777571722) | > loss_1: 30.988269805908203 (30.831064572299486) | > grad_norm_1: tensor(757.0576, device='cuda:0') (tensor(249.9334, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.4419 (0.3910794188506411) | > loader_time: 0.0065 (0.004444375525425821)  --> TIME: 2024-06-11 20:49:24 -- STEP: 299/330 -- GLOBAL_STEP: 309400 | > loss_disc: 2.4074084758758545 (2.368819494311227) | > loss_disc_real_0: 0.19610843062400818 (0.119442246380857) | > loss_disc_real_1: 0.20917637646198273 (0.19802829862438318) | > loss_disc_real_2: 0.22975918650627136 (0.21191238180849464) | > loss_disc_real_3: 0.2554892599582672 (0.2298418042751459) | > loss_disc_real_4: 0.24125872552394867 (0.23188353706163706) | > loss_disc_real_5: 0.21686877310276031 (0.2229816552288954) | > loss_0: 2.4074084758758545 (2.368819494311227) | > grad_norm_0: tensor(97.6486, device='cuda:0') (tensor(23.8776, device='cuda:0')) | > loss_gen: 2.4241225719451904 (2.494292207386183) | > loss_kl: 2.023313283920288 (1.9989931240528322) | > loss_feat: 7.117424488067627 (6.994247655007353) | > loss_mel: 17.050251007080078 (17.263388075557437) | > loss_duration: 2.218852996826172 (2.054589352081451) | > loss_1: 30.83396339416504 (30.805510396542758) | > grad_norm_1: tensor(451.1898, device='cuda:0') (tensor(267.1191, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.4678 (0.39730923949276725) | > loader_time: 0.0064 (0.004616992529419354)  --> TIME: 2024-06-11 20:49:38 -- STEP: 324/330 -- GLOBAL_STEP: 309425 | > loss_disc: 2.5731799602508545 (2.371971738927157) | > loss_disc_real_0: 0.18347878754138947 (0.12048926871315932) | > loss_disc_real_1: 0.2294505387544632 (0.19988356190331188) | > loss_disc_real_2: 0.2511482536792755 (0.21204735803199404) | > loss_disc_real_3: 0.2393673062324524 (0.22986568013827005) | > loss_disc_real_4: 0.2746400535106659 (0.23188317999427702) | > loss_disc_real_5: 0.2595733106136322 (0.2230552708109219) | > loss_0: 2.5731799602508545 (2.371971738927157) | > grad_norm_0: tensor(11.5467, device='cuda:0') (tensor(25.0663, device='cuda:0')) | > loss_gen: 2.067230701446533 (2.496184648555003) | > loss_kl: 2.142191171646118 (2.0045069132322144) | > loss_feat: 7.722517013549805 (7.04031385904477) | > loss_mel: 16.17258644104004 (17.230545794522328) | > loss_duration: 2.263793468475342 (2.0687972917968835) | > loss_1: 30.368318557739258 (30.840348520396667) | > grad_norm_1: tensor(152.4556, device='cuda:0') (tensor(282.4293, device='cuda:0')) | > current_lr_0: 0.0001839312656807722 | > current_lr_1: 0.0001839312656807722 | > step_time: 0.5922 (0.40837233669963885) | > loader_time: 0.0091 (0.004895403797243849)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4195759296417236 (2.4195759296417236) | > loss_disc_real_0: 0.22081968188285828 (0.22081968188285828) | > loss_disc_real_1: 0.1373075395822525 (0.1373075395822525) | > loss_disc_real_2: 0.20059941709041595 (0.20059941709041595) | > loss_disc_real_3: 0.2431701421737671 (0.2431701421737671) | > loss_disc_real_4: 0.2166168987751007 (0.2166168987751007) | > loss_disc_real_5: 0.20078207552433014 (0.20078207552433014) | > loss_0: 2.4195759296417236 (2.4195759296417236) | > loss_gen: 2.3060078620910645 (2.3060078620910645) | > loss_kl: 1.6396069526672363 (1.6396069526672363) | > loss_feat: 6.924708843231201 (6.924708843231201) | > loss_mel: 15.771751403808594 (15.771751403808594) | > loss_duration: 3.183434009552002 (3.183434009552002) | > loss_1: 29.82550811767578 (29.82550811767578)  --> STEP: 1 | > loss_disc: 2.371641159057617 (2.371641159057617) | > loss_disc_real_0: 0.13292619585990906 (0.13292619585990906) | > loss_disc_real_1: 0.18078744411468506 (0.18078744411468506) | > loss_disc_real_2: 0.20130668580532074 (0.20130668580532074) | > loss_disc_real_3: 0.30289891362190247 (0.30289891362190247) | > loss_disc_real_4: 0.2514841556549072 (0.2514841556549072) | > loss_disc_real_5: 0.18756383657455444 (0.18756383657455444) | > loss_0: 2.371641159057617 (2.371641159057617) | > loss_gen: 2.2300310134887695 (2.2300310134887695) | > loss_kl: 3.174342155456543 (3.174342155456543) | > loss_feat: 4.882096290588379 (4.882096290588379) | > loss_mel: 17.371505737304688 (17.371505737304688) | > loss_duration: 2.456310272216797 (2.456310272216797) | > loss_1: 30.11428451538086 (30.11428451538086)  --> STEP: 2 | > loss_disc: 2.4862728118896484 (2.428956985473633) | > loss_disc_real_0: 0.11613807827234268 (0.12453213706612587) | > loss_disc_real_1: 0.14016173779964447 (0.16047459095716476) | > loss_disc_real_2: 0.18294891715049744 (0.1921278014779091) | > loss_disc_real_3: 0.2804431915283203 (0.2916710525751114) | > loss_disc_real_4: 0.2807389497756958 (0.2661115527153015) | > loss_disc_real_5: 0.19732239842414856 (0.1924431174993515) | > loss_0: 2.4862728118896484 (2.428956985473633) | > loss_gen: 2.108409881591797 (2.169220447540283) | > loss_kl: 3.0811655521392822 (3.1277538537979126) | > loss_feat: 6.643319606781006 (5.762707948684692) | > loss_mel: 18.717422485351562 (18.044464111328125) | > loss_duration: 2.446007490158081 (2.451158881187439) | > loss_1: 32.9963264465332 (31.55530548095703)  --> STEP: 3 | > loss_disc: 2.4356930255889893 (2.4312023321787515) | > loss_disc_real_0: 0.16168296337127686 (0.13691574583450952) | > loss_disc_real_1: 0.17387819290161133 (0.16494245827198029) | > loss_disc_real_2: 0.12072931230068207 (0.1683283050855001) | > loss_disc_real_3: 0.23593232035636902 (0.27309147516886395) | > loss_disc_real_4: 0.24779893457889557 (0.2600073466698329) | > loss_disc_real_5: 0.24213093519210815 (0.20900572339693704) | > loss_0: 2.4356930255889893 (2.4312023321787515) | > loss_gen: 2.2630691528320312 (2.200503349304199) | > loss_kl: 3.334360122680664 (3.196622610092163) | > loss_feat: 5.636877536773682 (5.7207644780476885) | > loss_mel: 17.276124954223633 (17.78835105895996) | > loss_duration: 2.3522119522094727 (2.4181765715281167) | > loss_1: 30.86264419555664 (31.324418385823567)  --> STEP: 4 | > loss_disc: 2.4802932739257812 (2.443475067615509) | > loss_disc_real_0: 0.09636706858873367 (0.12677857652306557) | > loss_disc_real_1: 0.16025660932064056 (0.16377099603414536) | > loss_disc_real_2: 0.24853232502937317 (0.18837931007146835) | > loss_disc_real_3: 0.30768781900405884 (0.28174056112766266) | > loss_disc_real_4: 0.27330482006073 (0.26333171501755714) | > loss_disc_real_5: 0.2416391521692276 (0.2171640805900097) | > loss_0: 2.4802932739257812 (2.443475067615509) | > loss_gen: 2.4599640369415283 (2.2653685212135315) | > loss_kl: 3.1680309772491455 (3.1894747018814087) | > loss_feat: 5.6907453536987305 (5.713259696960449) | > loss_mel: 16.809232711791992 (17.54357147216797) | > loss_duration: 2.421205997467041 (2.418933928012848) | > loss_1: 30.549179077148438 (31.130608558654785)  --> STEP: 5 | > loss_disc: 2.48416805267334 (2.451613664627075) | > loss_disc_real_0: 0.16224049031734467 (0.1338709592819214) | > loss_disc_real_1: 0.1939704865217209 (0.16981089413166045) | > loss_disc_real_2: 0.2567156255245209 (0.20204657316207886) | > loss_disc_real_3: 0.22001178562641144 (0.2693948060274124) | > loss_disc_real_4: 0.23346690833568573 (0.2573587536811829) | > loss_disc_real_5: 0.24031978845596313 (0.22179522216320038) | > loss_0: 2.48416805267334 (2.451613664627075) | > loss_gen: 2.2231504917144775 (2.2569249153137205) | > loss_kl: 2.963712692260742 (3.1443222999572753) | > loss_feat: 5.08187198638916 (5.586982154846192) | > loss_mel: 17.506471633911133 (17.536151504516603) | > loss_duration: 2.3588218688964844 (2.406911516189575) | > loss_1: 30.1340274810791 (30.93129234313965)  --> STEP: 6 | > loss_disc: 2.7063465118408203 (2.4940691391626992) | > loss_disc_real_0: 0.09905122220516205 (0.12806766976912817) | > loss_disc_real_1: 0.20373143255710602 (0.17546431720256805) | > loss_disc_real_2: 0.23439490795135498 (0.20743796229362488) | > loss_disc_real_3: 0.27585694193840027 (0.27047182867924374) | > loss_disc_real_4: 0.32121890783309937 (0.26800211270650226) | > loss_disc_real_5: 0.33219072222709656 (0.24019447217384973) | > loss_0: 2.7063465118408203 (2.4940691391626992) | > loss_gen: 2.235797166824341 (2.253403623898824) | > loss_kl: 2.879977226257324 (3.10026478767395) | > loss_feat: 6.4972147941589355 (5.7386875947316485) | > loss_mel: 19.30683708190918 (17.831265767415363) | > loss_duration: 2.3012664318084717 (2.389304002126058) | > loss_1: 33.221092224121094 (31.312925656636555)  --> STEP: 7 | > loss_disc: 2.409576177597046 (2.481998716081892) | > loss_disc_real_0: 0.11141081899404526 (0.12568811965840204) | > loss_disc_real_1: 0.1464468538761139 (0.1713189652987889) | > loss_disc_real_2: 0.21116912364959717 (0.20797098534447805) | > loss_disc_real_3: 0.29246222972869873 (0.27361331454345156) | > loss_disc_real_4: 0.26831260323524475 (0.26804646849632263) | > loss_disc_real_5: 0.2271040976047516 (0.23832441866397858) | > loss_0: 2.409576177597046 (2.481998716081892) | > loss_gen: 2.480949640274048 (2.285910197666713) | > loss_kl: 4.166669845581055 (3.252608367374965) | > loss_feat: 5.973705768585205 (5.772261619567871) | > loss_mel: 16.525705337524414 (17.6447571345738) | > loss_duration: 2.4577200412750244 (2.3990777220044817) | > loss_1: 31.60474967956543 (31.35461480276925)  --> STEP: 8 | > loss_disc: 2.514669895172119 (2.48608261346817) | > loss_disc_real_0: 0.1418432891368866 (0.1277075158432126) | > loss_disc_real_1: 0.16773003339767456 (0.1708703488111496) | > loss_disc_real_2: 0.1906334012746811 (0.20580378733575344) | > loss_disc_real_3: 0.27738815546035767 (0.27408516965806484) | > loss_disc_real_4: 0.19930224120616913 (0.25945344008505344) | > loss_disc_real_5: 0.1953696608543396 (0.2329550739377737) | > loss_0: 2.514669895172119 (2.48608261346817) | > loss_gen: 2.1673552989959717 (2.2710908353328705) | > loss_kl: 2.8795223236083984 (3.2059726119041443) | > loss_feat: 7.7498955726623535 (6.019465863704681) | > loss_mel: 19.1971378326416 (17.838804721832275) | > loss_duration: 2.3285117149353027 (2.3902569711208344) | > loss_1: 34.32242202758789 (31.725590705871582)  --> STEP: 9 | > loss_disc: 2.4203202724456787 (2.4787756866878934) | > loss_disc_real_0: 0.0891890674829483 (0.12342768824762768) | > loss_disc_real_1: 0.163802832365036 (0.17008506920602587) | > loss_disc_real_2: 0.24479736387729645 (0.21013640695148045) | > loss_disc_real_3: 0.22836831212043762 (0.2690055188205507) | > loss_disc_real_4: 0.21980489790439606 (0.25504804650942486) | > loss_disc_real_5: 0.23758149147033691 (0.23346912033028072) | > loss_0: 2.4203202724456787 (2.4787756866878934) | > loss_gen: 2.2645466327667236 (2.27036370171441) | > loss_kl: 3.180011749267578 (3.2030880716111927) | > loss_feat: 9.512818336486816 (6.407616138458252) | > loss_mel: 18.631338119506836 (17.92686398824056) | > loss_duration: 2.159925937652588 (2.364664634068807) | > loss_1: 35.74864196777344 (32.17259640163846)  --> STEP: 10 | > loss_disc: 2.6174497604370117 (2.4926430940628053) | > loss_disc_real_0: 0.11384475231170654 (0.12246939465403557) | > loss_disc_real_1: 0.23969322443008423 (0.1770458847284317) | > loss_disc_real_2: 0.30908167362213135 (0.22003093361854553) | > loss_disc_real_3: 0.2539278268814087 (0.2674977496266365) | > loss_disc_real_4: 0.2553715109825134 (0.2550803929567337) | > loss_disc_real_5: 0.3012252151966095 (0.2402447298169136) | > loss_0: 2.6174497604370117 (2.4926430940628053) | > loss_gen: 2.234562397003174 (2.266783571243286) | > loss_kl: 3.024017095565796 (3.185180974006653) | > loss_feat: 4.3775153160095215 (6.204606056213379) | > loss_mel: 15.0807523727417 (17.642252826690672) | > loss_duration: 2.3681161403656006 (2.3650097846984863) | > loss_1: 27.084962844848633 (31.66383304595947)  --> STEP: 11 | > loss_disc: 2.68304443359375 (2.5099523067474365) | > loss_disc_real_0: 0.18974021077156067 (0.1285849233919924) | > loss_disc_real_1: 0.21453353762626648 (0.18045385317368942) | > loss_disc_real_2: 0.22745361924171448 (0.2207057232206518) | > loss_disc_real_3: 0.2956135869026184 (0.27005373483354395) | > loss_disc_real_4: 0.27095532417297363 (0.25652356852184643) | > loss_disc_real_5: 0.31090211868286133 (0.24666812880472702) | > loss_0: 2.68304443359375 (2.5099523067474365) | > loss_gen: 2.2740864753723145 (2.2674474716186523) | > loss_kl: 3.3316638469696045 (3.198497598821467) | > loss_feat: 5.9505934715271 (6.181514003060081) | > loss_mel: 17.11981964111328 (17.594758900729094) | > loss_duration: 2.5386180877685547 (2.380792357704856) | > loss_1: 31.214780807495117 (31.623010115189985)  --> STEP: 12 | > loss_disc: 2.496968984603882 (2.5088703632354736) | > loss_disc_real_0: 0.13024933636188507 (0.1287236244728168) | > loss_disc_real_1: 0.2056467980146408 (0.1825532652437687) | > loss_disc_real_2: 0.28428351879119873 (0.2260038728515307) | > loss_disc_real_3: 0.2483922392129898 (0.26824861019849777) | > loss_disc_real_4: 0.2466650754213333 (0.255702027430137) | > loss_disc_real_5: 0.2636997103691101 (0.24808742726842561) | > loss_0: 2.496968984603882 (2.5088703632354736) | > loss_gen: 2.3544745445251465 (2.2746997276941934) | > loss_kl: 2.9230923652648926 (3.175547162691752) | > loss_feat: 5.532009124755859 (6.127388596534729) | > loss_mel: 17.374780654907227 (17.57642738024394) | > loss_duration: 2.223219394683838 (2.3676612774531045) | > loss_1: 30.407575607299805 (31.52172390619914)  --> STEP: 13 | > loss_disc: 2.066781997680664 (2.4748635658851037) | > loss_disc_real_0: 0.07584062218666077 (0.12465570122003555) | > loss_disc_real_1: 0.20387975871562958 (0.18419376474160415) | > loss_disc_real_2: 0.18371814489364624 (0.22275112454707807) | > loss_disc_real_3: 0.22010228037834167 (0.2645450463661781) | > loss_disc_real_4: 0.24446208775043488 (0.25483741668554455) | > loss_disc_real_5: 0.18452700972557068 (0.2431981643805137) | > loss_0: 2.066781997680664 (2.4748635658851037) | > loss_gen: 2.605170726776123 (2.300120573777419) | > loss_kl: 2.7017030715942383 (3.1390976172227125) | > loss_feat: 6.879421234130859 (6.1852372609652) | > loss_mel: 16.646223068237305 (17.504873202397274) | > loss_duration: 2.2288413047790527 (2.3569828180166392) | > loss_1: 31.06136131286621 (31.48631139901968)  --> STEP: 14 | > loss_disc: 2.2407925128936768 (2.4581442049571445) | > loss_disc_real_0: 0.09389922767877579 (0.12245881025280271) | > loss_disc_real_1: 0.15867416560649872 (0.18237093623195375) | > loss_disc_real_2: 0.20266245305538177 (0.22131621944052832) | > loss_disc_real_3: 0.22642208635807037 (0.26182197779417044) | > loss_disc_real_4: 0.18689492344856262 (0.24998438145433158) | > loss_disc_real_5: 0.19449733197689056 (0.23971953349454062) | > loss_0: 2.2407925128936768 (2.4581442049571445) | > loss_gen: 2.372264862060547 (2.3052737372262135) | > loss_kl: 4.024347305297852 (3.2023297377995084) | > loss_feat: 7.616860389709473 (6.287496055875506) | > loss_mel: 17.347185134887695 (17.493609769003733) | > loss_duration: 2.4080915451049805 (2.360633441380092) | > loss_1: 33.76874923706055 (31.649342673165457)  --> STEP: 15 | > loss_disc: 2.3112308979034424 (2.4483499844868977) | > loss_disc_real_0: 0.0943906232714653 (0.12058759778738022) | > loss_disc_real_1: 0.18058538436889648 (0.18225189944108328) | > loss_disc_real_2: 0.18790365755558014 (0.21908871531486512) | > loss_disc_real_3: 0.23122616112232208 (0.2597822566827139) | > loss_disc_real_4: 0.190738707780838 (0.24603466987609865) | > loss_disc_real_5: 0.23479002714157104 (0.239390899737676) | > loss_0: 2.3112308979034424 (2.4483499844868977) | > loss_gen: 2.2508769035339355 (2.3016472816467286) | > loss_kl: 3.527001142501831 (3.2239744981129963) | > loss_feat: 5.944208145141602 (6.2646101951599125) | > loss_mel: 18.33112907409668 (17.54944438934326) | > loss_duration: 2.437716484069824 (2.365772310892741) | > loss_1: 32.49093246459961 (31.70544865926107)  --> STEP: 16 | > loss_disc: 2.7451305389404297 (2.4668987691402435) | > loss_disc_real_0: 0.28834208846092224 (0.1310722534544766) | > loss_disc_real_1: 0.1960066258907318 (0.1831115698441863) | > loss_disc_real_2: 0.29556748270988464 (0.22386863827705383) | > loss_disc_real_3: 0.297408789396286 (0.26213391497731214) | > loss_disc_real_4: 0.27569884061813354 (0.24788868054747584) | > loss_disc_real_5: 0.2187172919511795 (0.23809879925101995) | > loss_0: 2.7451305389404297 (2.4668987691402435) | > loss_gen: 2.4006495475769043 (2.3078349232673645) | > loss_kl: 2.7715330123901367 (3.1956969052553177) | > loss_feat: 8.097625732421875 (6.379173666238785) | > loss_mel: 17.489444732666016 (17.545694410800934) | > loss_duration: 2.3674886226654053 (2.3658795803785324) | > loss_1: 33.12674331665039 (31.7942795753479)  --> STEP: 17 | > loss_disc: 2.370603322982788 (2.4612343311309814) | > loss_disc_real_0: 0.17716503143310547 (0.1337835933355724) | > loss_disc_real_1: 0.19145162403583527 (0.18360216126722448) | > loss_disc_real_2: 0.17092201113700867 (0.22075413079822764) | > loss_disc_real_3: 0.28172650933265686 (0.2632864205276265) | > loss_disc_real_4: 0.2516511082649231 (0.24810999982497273) | > loss_disc_real_5: 0.2280508428812027 (0.23750774299397187) | > loss_0: 2.370603322982788 (2.4612343311309814) | > loss_gen: 2.43350887298584 (2.315227508544922) | > loss_kl: 2.367384433746338 (3.1469726422253776) | > loss_feat: 7.622791767120361 (6.452327672172995) | > loss_mel: 18.025842666625977 (17.573938425849466) | > loss_duration: 2.494875431060791 (2.373467571595136) | > loss_1: 32.94440460205078 (31.861933988683365)  --> STEP: 18 | > loss_disc: 2.452662467956543 (2.4607581165101795) | > loss_disc_real_0: 0.21893906593322754 (0.13851445292433104) | > loss_disc_real_1: 0.11325589567422867 (0.17969403540094694) | > loss_disc_real_2: 0.16894572973251343 (0.21787588629457685) | > loss_disc_real_3: 0.22228434681892395 (0.2610085275438097) | > loss_disc_real_4: 0.2093309909105301 (0.24595561044083702) | > loss_disc_real_5: 0.23618905246257782 (0.23743448240889442) | > loss_0: 2.452662467956543 (2.4607581165101795) | > loss_gen: 2.3300623893737793 (2.3160516685909696) | > loss_kl: 2.7973570823669434 (3.127549555566576) | > loss_feat: 7.908942699432373 (6.533250729242961) | > loss_mel: 16.61579132080078 (17.52070803112454) | > loss_duration: 2.231241226196289 (2.3655661079618664) | > loss_1: 31.883394241333008 (31.863126224941677)  --> STEP: 19 | > loss_disc: 2.517509937286377 (2.4637450544457686) | > loss_disc_real_0: 0.12537267804145813 (0.13782278056207456) | > loss_disc_real_1: 0.17209526896476746 (0.17929410032535853) | > loss_disc_real_2: 0.26503682136535645 (0.2203580407719863) | > loss_disc_real_3: 0.2626950442790985 (0.26109729158250916) | > loss_disc_real_4: 0.21561352908611298 (0.24435865879058838) | > loss_disc_real_5: 0.19264088571071625 (0.2350769246879377) | > loss_0: 2.517509937286377 (2.4637450544457686) | > loss_gen: 2.092008590698242 (2.304259927649247) | > loss_kl: 2.3781399726867676 (3.088106945941323) | > loss_feat: 5.7460832595825195 (6.491820862418727) | > loss_mel: 18.043272018432617 (17.548211398877594) | > loss_duration: 2.3400542736053467 (2.3642233798378394) | > loss_1: 30.599557876586914 (31.796622627659847)  --> STEP: 20 | > loss_disc: 2.393047571182251 (2.460210180282593) | > loss_disc_real_0: 0.13130490481853485 (0.13749688677489758) | > loss_disc_real_1: 0.15377208590507507 (0.17801799960434436) | > loss_disc_real_2: 0.22817261517047882 (0.22074876949191094) | > loss_disc_real_3: 0.24595396220684052 (0.26034012511372573) | > loss_disc_real_4: 0.23995935916900635 (0.24413869380950928) | > loss_disc_real_5: 0.1739833801984787 (0.23202224746346473) | > loss_0: 2.393047571182251 (2.460210180282593) | > loss_gen: 2.168184757232666 (2.2974561691284174) | > loss_kl: 2.4693055152893066 (3.057166874408722) | > loss_feat: 7.440753936767578 (6.539267516136169) | > loss_mel: 19.050399780273438 (17.623320817947388) | > loss_duration: 2.3206353187561035 (2.3620439767837524) | > loss_1: 33.44927978515625 (31.879255485534667)  --> STEP: 21 | > loss_disc: 2.4025790691375732 (2.4574658416566395) | > loss_disc_real_0: 0.12784907221794128 (0.13703746703409014) | > loss_disc_real_1: 0.17206180095672607 (0.17773437109731494) | > loss_disc_real_2: 0.23907506465911865 (0.2216214502141589) | > loss_disc_real_3: 0.2905309498310089 (0.26177778343359637) | > loss_disc_real_4: 0.3051982522010803 (0.24704629182815552) | > loss_disc_real_5: 0.24235814809799194 (0.23251443320796603) | > loss_0: 2.4025790691375732 (2.4574658416566395) | > loss_gen: 2.471217155456543 (2.305730501810709) | > loss_kl: 2.3592822551727295 (3.0239342734927224) | > loss_feat: 6.437449932098389 (6.534419059753418) | > loss_mel: 16.146747589111328 (17.55300780705043) | > loss_duration: 2.1935532093048096 (2.354020606903803) | > loss_1: 29.60824966430664 (31.771112351190474)  --> STEP: 22 | > loss_disc: 2.4673829078674316 (2.4579166173934937) | > loss_disc_real_0: 0.2005908489227295 (0.13992625711993736) | > loss_disc_real_1: 0.18337281048297882 (0.17799066379666328) | > loss_disc_real_2: 0.24003848433494568 (0.22245858812874014) | > loss_disc_real_3: 0.20983171463012695 (0.25941659848798415) | > loss_disc_real_4: 0.21323497593402863 (0.24550941383296793) | > loss_disc_real_5: 0.24257709085941315 (0.23297182673757727) | > loss_0: 2.4673829078674316 (2.4579166173934937) | > loss_gen: 2.3114876747131348 (2.305992191488092) | > loss_kl: 2.409816026687622 (2.996019807728854) | > loss_feat: 7.441943168640137 (6.575670155611905) | > loss_mel: 17.68389320373535 (17.55895714326338) | > loss_duration: 2.207091808319092 (2.3473420251499526) | > loss_1: 32.054229736328125 (31.783981323242188)  --> STEP: 23 | > loss_disc: 2.5134694576263428 (2.4603319582731826) | > loss_disc_real_0: 0.1412222534418106 (0.13998260478610575) | > loss_disc_real_1: 0.15020209550857544 (0.17678246517544208) | > loss_disc_real_2: 0.24367165565490723 (0.22338089541248654) | > loss_disc_real_3: 0.25212472677230835 (0.2590995605873026) | > loss_disc_real_4: 0.2624150812625885 (0.2462444428516471) | > loss_disc_real_5: 0.31817758083343506 (0.236676424741745) | > loss_0: 2.5134694576263428 (2.4603319582731826) | > loss_gen: 2.321068048477173 (2.3066476635310953) | > loss_kl: 2.815767765045166 (2.9881827623947808) | > loss_feat: 5.265658378601074 (6.518713121828825) | > loss_mel: 17.997718811035156 (17.57803373751433) | > loss_duration: 2.327169895172119 (2.3464649760204814) | > loss_1: 30.72738265991211 (31.73804225092349)  --> STEP: 24 | > loss_disc: 2.63358736038208 (2.4675509333610535) | > loss_disc_real_0: 0.22878427803516388 (0.1436826745048165) | > loss_disc_real_1: 0.19055168330669403 (0.17735618259757757) | > loss_disc_real_2: 0.2366478443145752 (0.22393368495007357) | > loss_disc_real_3: 0.28130146861076355 (0.26002464008828013) | > loss_disc_real_4: 0.2859742343425751 (0.24789985083043575) | > loss_disc_real_5: 0.2686331868171692 (0.23800795649488768) | > loss_0: 2.63358736038208 (2.4675509333610535) | > loss_gen: 2.331432819366455 (2.3076803783575683) | > loss_kl: 2.761730670928955 (2.9787472585837045) | > loss_feat: 5.396890640258789 (6.471970518430074) | > loss_mel: 17.221630096435547 (17.56318358580271) | > loss_duration: 2.401332378387451 (2.348751117785772) | > loss_1: 30.11301612854004 (31.670332829157513)  --> STEP: 25 | > loss_disc: 2.384382963180542 (2.464224214553833) | > loss_disc_real_0: 0.14345622062683105 (0.14367361634969708) | > loss_disc_real_1: 0.13808594644069672 (0.17578537315130233) | > loss_disc_real_2: 0.20141781866550446 (0.2230330502986908) | > loss_disc_real_3: 0.19703952968120575 (0.2575052356719971) | > loss_disc_real_4: 0.2415095865726471 (0.24764424026012422) | > loss_disc_real_5: 0.2528846859931946 (0.23860302567481995) | > loss_0: 2.384382963180542 (2.464224214553833) | > loss_gen: 2.217985153198242 (2.3040925693511953) | > loss_kl: 2.5114598274230957 (2.9600557613372804) | > loss_feat: 7.021849155426025 (6.493965663909912) | > loss_mel: 15.555373191833496 (17.482871170043943) | > loss_duration: 2.3791310787200928 (2.3499663162231443) | > loss_1: 29.68579864501953 (31.59095146179199)  --> STEP: 26 | > loss_disc: 2.7399768829345703 (2.4748300864146304) | > loss_disc_real_0: 0.2908892035484314 (0.14933575431887916) | > loss_disc_real_1: 0.18072548508644104 (0.1759753774565) | > loss_disc_real_2: 0.19991080462932587 (0.22214373315756136) | > loss_disc_real_3: 0.1833534687757492 (0.2546532446375261) | > loss_disc_real_4: 0.18672144412994385 (0.2453010557935788) | > loss_disc_real_5: 0.2348697930574417 (0.2384594398049208) | > loss_0: 2.7399768829345703 (2.4748300864146304) | > loss_gen: 1.871132731437683 (2.2874402678929835) | > loss_kl: 2.339486837387085 (2.9361877258007345) | > loss_feat: 8.953112602233887 (6.5885482384608345) | > loss_mel: 9.226642608642578 (17.16532391768235) | > loss_duration: 2.321943759918213 (2.3488885255960317) | > loss_1: 24.712316513061523 (31.326388579148514) --> EVAL PERFORMANCE | > avg_loader_time: 0.002464624551626352 (+2.6611181405874432e-05) | > avg_loss_disc: 2.4748300864146304 (+0.05090484252342753) | > avg_loss_disc_real_0: 0.14933575431887916 (+0.016686655151156277) | > avg_loss_disc_real_1: 0.1759753774565 (+0.005082519581684708) | > avg_loss_disc_real_2: 0.22214373315756136 (+0.005467490794566959) | > avg_loss_disc_real_3: 0.2546532446375261 (+0.023977926717354797) | > avg_loss_disc_real_4: 0.2453010557935788 (+0.034258962823794425) | > avg_loss_disc_real_5: 0.2384594398049208 (+0.030457044450136334) | > avg_loss_0: 2.4748300864146304 (+0.05090484252342753) | > avg_loss_gen: 2.2874402678929835 (+0.09937181839576059) | > avg_loss_kl: 2.9361877258007345 (+0.05463934403199433) | > avg_loss_feat: 6.5885482384608345 (+0.051847806343666036) | > avg_loss_mel: 17.16532391768235 (-0.12406763663658893) | > avg_loss_duration: 2.3488885255960317 (+0.018723552043621083) | > avg_loss_1: 31.326388579148514 (+0.1005149254432105)  > EPOCH: 671/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:50:01)   --> TIME: 2024-06-11 20:50:09 -- STEP: 19/330 -- GLOBAL_STEP: 309450 | > loss_disc: 2.305421829223633 (2.3218414783477783) | > loss_disc_real_0: 0.1338273584842682 (0.10082476272394783) | > loss_disc_real_1: 0.18939094245433807 (0.19458872315130735) | > loss_disc_real_2: 0.176728293299675 (0.20350571368869982) | > loss_disc_real_3: 0.2094542384147644 (0.22564676011863508) | > loss_disc_real_4: 0.22133013606071472 (0.22911759505146428) | > loss_disc_real_5: 0.21874742209911346 (0.22056656448464645) | > loss_0: 2.305421829223633 (2.3218414783477783) | > grad_norm_0: tensor(10.2817, device='cuda:0') (tensor(9.9158, device='cuda:0')) | > loss_gen: 2.483572006225586 (2.4827818996027897) | > loss_kl: 2.041450023651123 (1.8962197868447555) | > loss_feat: 6.990631103515625 (6.859653648577239) | > loss_mel: 17.420045852661133 (17.795371105796413) | > loss_duration: 1.9900833368301392 (2.068069244685926) | > loss_1: 30.925783157348633 (31.102095955296566) | > grad_norm_1: tensor(166.9003, device='cuda:0') (tensor(122.9315, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3561 (0.36320723985370834) | > loader_time: 0.003 (0.0031365720849288138)  --> TIME: 2024-06-11 20:50:18 -- STEP: 44/330 -- GLOBAL_STEP: 309475 | > loss_disc: 2.3859059810638428 (2.3372299508614964) | > loss_disc_real_0: 0.10957245528697968 (0.1056293768977577) | > loss_disc_real_1: 0.18630042672157288 (0.19542589241808112) | > loss_disc_real_2: 0.22107544541358948 (0.20747861740264026) | > loss_disc_real_3: 0.24069280922412872 (0.22790303521535613) | > loss_disc_real_4: 0.23942603170871735 (0.23206495493650436) | > loss_disc_real_5: 0.23982487618923187 (0.22199088876897638) | > loss_0: 2.3859059810638428 (2.3372299508614964) | > grad_norm_0: tensor(11.2508, device='cuda:0') (tensor(9.3941, device='cuda:0')) | > loss_gen: 2.471738576889038 (2.488971693949266) | > loss_kl: 1.8463820219039917 (1.9493168727918104) | > loss_feat: 7.982036590576172 (7.041618683121421) | > loss_mel: 18.329458236694336 (17.591585982929573) | > loss_duration: 1.9163174629211426 (2.017976863817735) | > loss_1: 32.54593276977539 (31.08947025645863) | > grad_norm_1: tensor(99.5491, device='cuda:0') (tensor(106.1133, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3754 (0.36075626720081677) | > loader_time: 0.0037 (0.0033935145898298783)  --> TIME: 2024-06-11 20:50:27 -- STEP: 69/330 -- GLOBAL_STEP: 309500 | > loss_disc: 2.251922369003296 (2.3295445234879186) | > loss_disc_real_0: 0.1156412661075592 (0.10691941950632178) | > loss_disc_real_1: 0.16522161662578583 (0.19526100093903748) | > loss_disc_real_2: 0.1905909776687622 (0.20740506787231003) | > loss_disc_real_3: 0.2242327630519867 (0.227392361431882) | > loss_disc_real_4: 0.20292352139949799 (0.22877830094185428) | > loss_disc_real_5: 0.18563362956047058 (0.22069873304470725) | > loss_0: 2.251922369003296 (2.3295445234879186) | > grad_norm_0: tensor(10.7691, device='cuda:0') (tensor(9.3542, device='cuda:0')) | > loss_gen: 2.6303393840789795 (2.489114305247431) | > loss_kl: 1.9206312894821167 (1.9507984372152798) | > loss_feat: 7.056742191314697 (7.079074527906335) | > loss_mel: 16.763137817382812 (17.503476792487547) | > loss_duration: 1.927015781402588 (2.0010609799537105) | > loss_1: 30.29786491394043 (31.023525155108906) | > grad_norm_1: tensor(149.6555, device='cuda:0') (tensor(103.1841, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3643 (0.36242914545363275) | > loader_time: 0.0034 (0.003477207128552423) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_309500.pth  --> TIME: 2024-06-11 20:50:42 -- STEP: 94/330 -- GLOBAL_STEP: 309525 | > loss_disc: 2.2963695526123047 (2.3406088580476463) | > loss_disc_real_0: 0.1060386449098587 (0.10938726508236946) | > loss_disc_real_1: 0.18507365882396698 (0.19634240453547616) | > loss_disc_real_2: 0.20940160751342773 (0.20886308493766378) | > loss_disc_real_3: 0.1884031891822815 (0.22781679747586556) | > loss_disc_real_4: 0.2412634789943695 (0.23070412129163742) | > loss_disc_real_5: 0.20279435813426971 (0.2219754050069667) | > loss_0: 2.2963695526123047 (2.3406088580476463) | > grad_norm_0: tensor(7.4728, device='cuda:0') (tensor(9.2829, device='cuda:0')) | > loss_gen: 2.49545955657959 (2.485785283940905) | > loss_kl: 2.149430751800537 (1.9614418592858822) | > loss_feat: 7.055629730224609 (7.064334138910821) | > loss_mel: 17.57568359375 (17.484407282890157) | > loss_duration: 2.0286357402801514 (1.9978725491686071) | > loss_1: 31.304838180541992 (30.99384117126465) | > grad_norm_1: tensor(84.6866, device='cuda:0') (tensor(98.6585, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3576 (0.365574245757245) | > loader_time: 0.0046 (0.0036067404645554564)  --> TIME: 2024-06-11 20:50:51 -- STEP: 119/330 -- GLOBAL_STEP: 309550 | > loss_disc: 2.4331836700439453 (2.3495352849239057) | > loss_disc_real_0: 0.11811846494674683 (0.11200528460390427) | > loss_disc_real_1: 0.22037599980831146 (0.19610315173113044) | > loss_disc_real_2: 0.23877568542957306 (0.21049866606207454) | > loss_disc_real_3: 0.24462071061134338 (0.22846682732846557) | > loss_disc_real_4: 0.24657097458839417 (0.2313667463154352) | > loss_disc_real_5: 0.2310459464788437 (0.22189517206504566) | > loss_0: 2.4331836700439453 (2.3495352849239057) | > grad_norm_0: tensor(4.6250, device='cuda:0') (tensor(9.0767, device='cuda:0')) | > loss_gen: 2.604524850845337 (2.4881286781375156) | > loss_kl: 2.0414774417877197 (1.9631830513978206) | > loss_feat: 7.493920803070068 (7.0499361663305455) | > loss_mel: 17.31841278076172 (17.51199334409056) | > loss_duration: 1.9873238801956177 (1.9998738324942715) | > loss_1: 31.445659637451172 (31.013115169621315) | > grad_norm_1: tensor(56.0698, device='cuda:0') (tensor(95.0628, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3577 (0.3660765756078127) | > loader_time: 0.0037 (0.00369304368475906)  --> TIME: 2024-06-11 20:51:01 -- STEP: 144/330 -- GLOBAL_STEP: 309575 | > loss_disc: 2.437946081161499 (2.3526851319604445) | > loss_disc_real_0: 0.15741991996765137 (0.11355896697690089) | > loss_disc_real_1: 0.17930282652378082 (0.19588309257394734) | > loss_disc_real_2: 0.19501948356628418 (0.2108713378094965) | > loss_disc_real_3: 0.23644982278347015 (0.2285258617872993) | > loss_disc_real_4: 0.24604909121990204 (0.2308194488286972) | > loss_disc_real_5: 0.2137148380279541 (0.22231785383903319) | > loss_0: 2.437946081161499 (2.3526851319604445) | > grad_norm_0: tensor(21.9601, device='cuda:0') (tensor(9.7721, device='cuda:0')) | > loss_gen: 2.4372847080230713 (2.479898151424197) | > loss_kl: 1.939115047454834 (1.9722178545263078) | > loss_feat: 7.134418964385986 (7.011864980061848) | > loss_mel: 17.579612731933594 (17.47486016485426) | > loss_duration: 2.027958869934082 (2.004678390092321) | > loss_1: 31.118389129638672 (30.943519605530632) | > grad_norm_1: tensor(211.7094, device='cuda:0') (tensor(101.1732, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3815 (0.36673835747771794) | > loader_time: 0.0042 (0.003779136472278171)  --> TIME: 2024-06-11 20:51:10 -- STEP: 169/330 -- GLOBAL_STEP: 309600 | > loss_disc: 2.2668941020965576 (2.35536438473583) | > loss_disc_real_0: 0.0889563262462616 (0.1134074272136011) | > loss_disc_real_1: 0.2000465989112854 (0.19638463951779542) | > loss_disc_real_2: 0.23568157851696014 (0.2119619078361071) | > loss_disc_real_3: 0.25611358880996704 (0.22931203545903314) | > loss_disc_real_4: 0.2115490585565567 (0.2308842874842988) | > loss_disc_real_5: 0.20911315083503723 (0.22218332003206898) | > loss_0: 2.2668941020965576 (2.35536438473583) | > grad_norm_0: tensor(15.6559, device='cuda:0') (tensor(11.1255, device='cuda:0')) | > loss_gen: 2.598710060119629 (2.479802944251067) | > loss_kl: 1.9018086194992065 (1.9717618586749015) | > loss_feat: 8.2306547164917 (7.013528646096674) | > loss_mel: 17.621688842773438 (17.481547169431426) | > loss_duration: 2.0547404289245605 (2.0092016684233096) | > loss_1: 32.4076042175293 (30.955842384925255) | > grad_norm_1: tensor(152.2098, device='cuda:0') (tensor(120.9625, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.3813 (0.36966106736448406) | > loader_time: 0.0042 (0.0038627364931727304)  --> TIME: 2024-06-11 20:51:21 -- STEP: 194/330 -- GLOBAL_STEP: 309625 | > loss_disc: 2.315673351287842 (2.3606683605725016) | > loss_disc_real_0: 0.13783769309520721 (0.11465805523174326) | > loss_disc_real_1: 0.21145877242088318 (0.196479651654504) | > loss_disc_real_2: 0.21991857886314392 (0.21331746691895515) | > loss_disc_real_3: 0.2263246327638626 (0.2295570179973681) | > loss_disc_real_4: 0.2109460085630417 (0.23121166459678374) | > loss_disc_real_5: 0.19647552073001862 (0.22243377919664087) | > loss_0: 2.315673351287842 (2.3606683605725016) | > grad_norm_0: tensor(12.3617, device='cuda:0') (tensor(13.5568, device='cuda:0')) | > loss_gen: 2.45074462890625 (2.4799143665844636) | > loss_kl: 2.2313811779022217 (1.9782615052056067) | > loss_feat: 6.766376495361328 (6.998574950031397) | > loss_mel: 17.443010330200195 (17.462055697883525) | > loss_duration: 2.045657157897949 (2.016557273176529) | > loss_1: 30.937171936035156 (30.93536386784819) | > grad_norm_1: tensor(222.0247, device='cuda:0') (tensor(150.1429, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.4168 (0.3736066978002333) | > loader_time: 0.0053 (0.0039950043884749275)  --> TIME: 2024-06-11 20:51:31 -- STEP: 219/330 -- GLOBAL_STEP: 309650 | > loss_disc: 2.3932857513427734 (2.3636774243829475) | > loss_disc_real_0: 0.17905297875404358 (0.11537616842821853) | > loss_disc_real_1: 0.2221325933933258 (0.19683390025678835) | > loss_disc_real_2: 0.21044515073299408 (0.2132397011670892) | > loss_disc_real_3: 0.22111664712429047 (0.22975819513678006) | > loss_disc_real_4: 0.20269188284873962 (0.23114878939439173) | > loss_disc_real_5: 0.24425670504570007 (0.2227319665423267) | > loss_0: 2.3932857513427734 (2.3636774243829475) | > grad_norm_0: tensor(61.3852, device='cuda:0') (tensor(15.1741, device='cuda:0')) | > loss_gen: 2.4649548530578613 (2.480938284364466) | > loss_kl: 2.2689368724823 (1.9841932542792193) | > loss_feat: 6.832451343536377 (7.00383206807315) | > loss_mel: 16.752668380737305 (17.420083599003487) | > loss_duration: 2.0750274658203125 (2.0243278507772655) | > loss_1: 30.394039154052734 (30.913375088068992) | > grad_norm_1: tensor(547.3682, device='cuda:0') (tensor(178.1449, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.4139 (0.3781192226497007) | > loader_time: 0.0054 (0.00413986428143227)  --> TIME: 2024-06-11 20:51:42 -- STEP: 244/330 -- GLOBAL_STEP: 309675 | > loss_disc: 2.351733684539795 (2.363034634316555) | > loss_disc_real_0: 0.19379623234272003 (0.11586733403630921) | > loss_disc_real_1: 0.19494184851646423 (0.1970434650534489) | > loss_disc_real_2: 0.21267804503440857 (0.21307555769310624) | > loss_disc_real_3: 0.21608832478523254 (0.2297374518191228) | > loss_disc_real_4: 0.2196081280708313 (0.2316381487934316) | > loss_disc_real_5: 0.25103747844696045 (0.22265259634520188) | > loss_0: 2.351733684539795 (2.363034634316555) | > grad_norm_0: tensor(82.6655, device='cuda:0') (tensor(17.4684, device='cuda:0')) | > loss_gen: 2.470548629760742 (2.4875408567366057) | > loss_kl: 2.0284628868103027 (1.9892719749544487) | > loss_feat: 6.98475456237793 (7.0084827630246265) | > loss_mel: 16.908306121826172 (17.368801984630654) | > loss_duration: 2.0675415992736816 (2.0330912568530115) | > loss_1: 30.459613800048828 (30.887188864535972) | > grad_norm_1: tensor(362.3037, device='cuda:0') (tensor(198.6810, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.4452 (0.38295513586919827) | > loader_time: 0.0061 (0.004287959122266927)  --> TIME: 2024-06-11 20:51:53 -- STEP: 269/330 -- GLOBAL_STEP: 309700 | > loss_disc: 2.353097677230835 (2.36401656480527) | > loss_disc_real_0: 0.09681637585163116 (0.1175670737338332) | > loss_disc_real_1: 0.2333052158355713 (0.1971040319332846) | > loss_disc_real_2: 0.2193557620048523 (0.21345028469553667) | > loss_disc_real_3: 0.23938801884651184 (0.22968294219456645) | > loss_disc_real_4: 0.23628677427768707 (0.23101594047032326) | > loss_disc_real_5: 0.23154005408287048 (0.22227358358278593) | > loss_0: 2.353097677230835 (2.36401656480527) | > grad_norm_0: tensor(54.1744, device='cuda:0') (tensor(20.4869, device='cuda:0')) | > loss_gen: 2.446950912475586 (2.487962787479274) | > loss_kl: 2.009805679321289 (1.9960033175670524) | > loss_feat: 6.719094753265381 (7.021689982219256) | > loss_mel: 15.898560523986816 (17.329829414537855) | > loss_duration: 2.1291961669921875 (2.041658250815808) | > loss_1: 29.2036075592041 (30.877143796048642) | > grad_norm_1: tensor(541.3269, device='cuda:0') (tensor(222.7054, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.4291 (0.38723707110465244) | > loader_time: 0.0062 (0.004416744062005366)  --> TIME: 2024-06-11 20:52:05 -- STEP: 294/330 -- GLOBAL_STEP: 309725 | > loss_disc: 2.338176965713501 (2.365111519690275) | > loss_disc_real_0: 0.05394832789897919 (0.11908397357277319) | > loss_disc_real_1: 0.20405960083007812 (0.1973025589978614) | > loss_disc_real_2: 0.2033017873764038 (0.2130449744714361) | > loss_disc_real_3: 0.20458129048347473 (0.22928884027361068) | > loss_disc_real_4: 0.21768634021282196 (0.23041201175070133) | > loss_disc_real_5: 0.2052568942308426 (0.222056889767144) | > loss_0: 2.338176965713501 (2.365111519690275) | > grad_norm_0: tensor(52.4063, device='cuda:0') (tensor(23.8659, device='cuda:0')) | > loss_gen: 2.482224941253662 (2.489091142505206) | > loss_kl: 2.051804542541504 (2.0029063236956697) | > loss_feat: 8.123978614807129 (7.026177633376348) | > loss_mel: 16.902135848999023 (17.275732465341797) | > loss_duration: 2.1955599784851074 (2.0519119322705452) | > loss_1: 31.755704879760742 (30.84581957706789) | > grad_norm_1: tensor(616.4264, device='cuda:0') (tensor(246.9382, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.4745 (0.3926246896082041) | > loader_time: 0.007 (0.0045853820787806095)  --> TIME: 2024-06-11 20:52:18 -- STEP: 319/330 -- GLOBAL_STEP: 309750 | > loss_disc: 2.388181209564209 (2.367833310160145) | > loss_disc_real_0: 0.1081421822309494 (0.11998680383434117) | > loss_disc_real_1: 0.1939365565776825 (0.19720990171066266) | > loss_disc_real_2: 0.21923276782035828 (0.2135378566561822) | > loss_disc_real_3: 0.24568475782871246 (0.22945437806900776) | > loss_disc_real_4: 0.25595566630363464 (0.23082066927583988) | > loss_disc_real_5: 0.24309250712394714 (0.22211449207930728) | > loss_0: 2.388181209564209 (2.367833310160145) | > grad_norm_0: tensor(12.9485, device='cuda:0') (tensor(24.3373, device='cuda:0')) | > loss_gen: 2.4833266735076904 (2.4852580329093827) | > loss_kl: 2.166961431503296 (2.0111120303970145) | > loss_feat: 7.530657768249512 (7.054162354304872) | > loss_mel: 17.079469680786133 (17.240220093801856) | > loss_duration: 2.2575156688690186 (2.065968805719694) | > loss_1: 31.517929077148438 (30.856721351886616) | > grad_norm_1: tensor(111.4550, device='cuda:0') (tensor(258.9647, device='cuda:0')) | > current_lr_0: 0.0001839082742725621 | > current_lr_1: 0.0001839082742725621 | > step_time: 0.5508 (0.40174343369223875) | > loader_time: 0.0082 (0.004803492357738341)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.804844379425049 (2.804844379425049) | > loss_disc_real_0: 0.26714441180229187 (0.26714441180229187) | > loss_disc_real_1: 0.22940699756145477 (0.22940699756145477) | > loss_disc_real_2: 0.27512720227241516 (0.27512720227241516) | > loss_disc_real_3: 0.2858598232269287 (0.2858598232269287) | > loss_disc_real_4: 0.2909673750400543 (0.2909673750400543) | > loss_disc_real_5: 0.30384859442710876 (0.30384859442710876) | > loss_0: 2.804844379425049 (2.804844379425049) | > loss_gen: 2.283952236175537 (2.283952236175537) | > loss_kl: 1.9773637056350708 (1.9773637056350708) | > loss_feat: 4.246157646179199 (4.246157646179199) | > loss_mel: 14.587483406066895 (14.587483406066895) | > loss_duration: 2.9493789672851562 (2.9493789672851562) | > loss_1: 26.044336318969727 (26.044336318969727)  --> STEP: 1 | > loss_disc: 2.303067445755005 (2.303067445755005) | > loss_disc_real_0: 0.0980699211359024 (0.0980699211359024) | > loss_disc_real_1: 0.19155964255332947 (0.19155964255332947) | > loss_disc_real_2: 0.18438342213630676 (0.18438342213630676) | > loss_disc_real_3: 0.2634905278682709 (0.2634905278682709) | > loss_disc_real_4: 0.27894675731658936 (0.27894675731658936) | > loss_disc_real_5: 0.24956029653549194 (0.24956029653549194) | > loss_0: 2.303067445755005 (2.303067445755005) | > loss_gen: 2.459286689758301 (2.459286689758301) | > loss_kl: 3.0647385120391846 (3.0647385120391846) | > loss_feat: 5.998206615447998 (5.998206615447998) | > loss_mel: 17.476804733276367 (17.476804733276367) | > loss_duration: 2.402242422103882 (2.402242422103882) | > loss_1: 31.401277542114258 (31.401277542114258)  --> STEP: 2 | > loss_disc: 2.5646190643310547 (2.43384325504303) | > loss_disc_real_0: 0.17440631985664368 (0.13623812049627304) | > loss_disc_real_1: 0.1967547982931137 (0.1941572204232216) | > loss_disc_real_2: 0.19269053637981415 (0.18853697925806046) | > loss_disc_real_3: 0.2663625478744507 (0.2649265378713608) | > loss_disc_real_4: 0.29963353276252747 (0.2892901450395584) | > loss_disc_real_5: 0.2592267096042633 (0.2543935030698776) | > loss_0: 2.5646190643310547 (2.43384325504303) | > loss_gen: 2.186418056488037 (2.322852373123169) | > loss_kl: 2.752289056777954 (2.9085137844085693) | > loss_feat: 5.0344085693359375 (5.516307592391968) | > loss_mel: 17.729507446289062 (17.603156089782715) | > loss_duration: 2.495296001434326 (2.448769211769104) | > loss_1: 30.197919845581055 (30.799598693847656)  --> STEP: 3 | > loss_disc: 2.2602639198303223 (2.375983476638794) | > loss_disc_real_0: 0.1219441369175911 (0.13147345930337906) | > loss_disc_real_1: 0.18795320391654968 (0.19208921492099762) | > loss_disc_real_2: 0.17338544130325317 (0.18348646660645804) | > loss_disc_real_3: 0.2771000862121582 (0.26898438731829327) | > loss_disc_real_4: 0.24164694547653198 (0.2734090785185496) | > loss_disc_real_5: 0.2402963787317276 (0.2496944616238276) | > loss_0: 2.2602639198303223 (2.375983476638794) | > loss_gen: 2.5169687271118164 (2.3875578244527182) | > loss_kl: 3.4466497898101807 (3.087892452875773) | > loss_feat: 5.994321823120117 (5.675645669301351) | > loss_mel: 16.97345542907715 (17.393255869547527) | > loss_duration: 2.297758102416992 (2.3984321753184) | > loss_1: 31.229154586791992 (30.94278399149577)  --> STEP: 4 | > loss_disc: 2.253859043121338 (2.34545236825943) | > loss_disc_real_0: 0.10957049578428268 (0.12599771842360497) | > loss_disc_real_1: 0.19373610615730286 (0.19250093773007393) | > loss_disc_real_2: 0.20920388400554657 (0.18991582095623016) | > loss_disc_real_3: 0.22478969395160675 (0.25793571397662163) | > loss_disc_real_4: 0.14464814960956573 (0.24121884629130363) | > loss_disc_real_5: 0.13235768675804138 (0.22036026790738106) | > loss_0: 2.253859043121338 (2.34545236825943) | > loss_gen: 2.2927284240722656 (2.363850474357605) | > loss_kl: 3.265759229660034 (3.1323591470718384) | > loss_feat: 7.708399295806885 (6.183834075927734) | > loss_mel: 17.647987365722656 (17.45693874359131) | > loss_duration: 2.3442270755767822 (2.3848809003829956) | > loss_1: 33.25910186767578 (31.52186346054077)  --> STEP: 5 | > loss_disc: 2.4319305419921875 (2.3627480030059815) | > loss_disc_real_0: 0.21520712971687317 (0.1438396006822586) | > loss_disc_real_1: 0.25888264179229736 (0.20577727854251862) | > loss_disc_real_2: 0.24422600865364075 (0.20077785849571228) | > loss_disc_real_3: 0.3140820264816284 (0.269164976477623) | > loss_disc_real_4: 0.2538837194442749 (0.2437518209218979) | > loss_disc_real_5: 0.26361197233200073 (0.229010608792305) | > loss_0: 2.4319305419921875 (2.3627480030059815) | > loss_gen: 2.696192979812622 (2.4303189754486083) | > loss_kl: 2.524536609649658 (3.0107946395874023) | > loss_feat: 5.11862325668335 (5.970791912078857) | > loss_mel: 17.981794357299805 (17.561909866333007) | > loss_duration: 2.35972261428833 (2.3798492431640623) | > loss_1: 30.680870056152344 (31.353664779663085)  --> STEP: 6 | > loss_disc: 2.3451907634735107 (2.3598217964172363) | > loss_disc_real_0: 0.0790921300649643 (0.13304835557937622) | > loss_disc_real_1: 0.12215222418308258 (0.1918397694826126) | > loss_disc_real_2: 0.2442837953567505 (0.20802884797255197) | > loss_disc_real_3: 0.2516142427921295 (0.2662398541967074) | > loss_disc_real_4: 0.2630684971809387 (0.24697126696507135) | > loss_disc_real_5: 0.23795576393604279 (0.23050146798292795) | > loss_0: 2.3451907634735107 (2.3598217964172363) | > loss_gen: 2.276650905609131 (2.4047076304753623) | > loss_kl: 3.233152389526367 (3.04785426457723) | > loss_feat: 5.63773250579834 (5.9152820110321045) | > loss_mel: 18.123682022094727 (17.65553855895996) | > loss_duration: 2.1525824069976807 (2.341971437136332) | > loss_1: 31.42380142211914 (31.36535422007243)  --> STEP: 7 | > loss_disc: 2.3996074199676514 (2.3655054569244385) | > loss_disc_real_0: 0.1449810266494751 (0.13475302287510463) | > loss_disc_real_1: 0.22230452299118042 (0.19619187712669373) | > loss_disc_real_2: 0.1859828382730484 (0.20487941801548004) | > loss_disc_real_3: 0.2954266667366028 (0.2704093988452639) | > loss_disc_real_4: 0.2522295415401459 (0.24772244904722487) | > loss_disc_real_5: 0.21702724695205688 (0.22857657926423208) | > loss_0: 2.3996074199676514 (2.3655054569244385) | > loss_gen: 2.422231435775757 (2.407211031232561) | > loss_kl: 3.894542694091797 (3.1688097545078824) | > loss_feat: 7.118733882904053 (6.087203707013812) | > loss_mel: 16.97888946533203 (17.5588744027274) | > loss_duration: 2.4359495639801025 (2.3553968838282993) | > loss_1: 32.85034942626953 (31.5774963923863)  --> STEP: 8 | > loss_disc: 1.894394874572754 (2.306616634130478) | > loss_disc_real_0: 0.14915591478347778 (0.13655338436365128) | > loss_disc_real_1: 0.13122059404850006 (0.18807046674191952) | > loss_disc_real_2: 0.1835833638906479 (0.20221741124987602) | > loss_disc_real_3: 0.18358328938484192 (0.25955613516271114) | > loss_disc_real_4: 0.1643289029598236 (0.2372982557862997) | > loss_disc_real_5: 0.18123982846736908 (0.22265948541462421) | > loss_0: 1.894394874572754 (2.306616634130478) | > loss_gen: 2.7858669757843018 (2.454543024301529) | > loss_kl: 2.9124441146850586 (3.1367640495300293) | > loss_feat: 11.838869094848633 (6.806161880493164) | > loss_mel: 19.138643264770508 (17.756345510482788) | > loss_duration: 2.238717555999756 (2.3408119678497314) | > loss_1: 38.9145393371582 (32.49462676048279)  --> STEP: 9 | > loss_disc: 2.406238555908203 (2.3176857365502253) | > loss_disc_real_0: 0.1633882224559784 (0.13953503304057652) | > loss_disc_real_1: 0.20614093542099 (0.19007829659514958) | > loss_disc_real_2: 0.3086947500705719 (0.2140482266743978) | > loss_disc_real_3: 0.27508044242858887 (0.2612810581922531) | > loss_disc_real_4: 0.2403726726770401 (0.23763985766304863) | > loss_disc_real_5: 0.24900898337364197 (0.22558720741007063) | > loss_0: 2.406238555908203 (2.3176857365502253) | > loss_gen: 2.6066603660583496 (2.471444951163398) | > loss_kl: 2.984917402267456 (3.119892199834188) | > loss_feat: 7.950346946716309 (6.933293554517958) | > loss_mel: 17.880706787109375 (17.770163430107964) | > loss_duration: 2.176133871078491 (2.3225144015418158) | > loss_1: 33.5987663269043 (32.617308934529625)  --> STEP: 10 | > loss_disc: 2.2218289375305176 (2.3081000566482546) | > loss_disc_real_0: 0.10784997045993805 (0.13636652678251265) | > loss_disc_real_1: 0.2258530557155609 (0.1936557725071907) | > loss_disc_real_2: 0.2527543604373932 (0.21791884005069734) | > loss_disc_real_3: 0.2572522759437561 (0.2608781799674034) | > loss_disc_real_4: 0.2121153026819229 (0.23508740216493607) | > loss_disc_real_5: 0.1693301945924759 (0.21996150612831117) | > loss_0: 2.2218289375305176 (2.3081000566482546) | > loss_gen: 2.5596413612365723 (2.480264592170715) | > loss_kl: 3.2329585552215576 (3.131198835372925) | > loss_feat: 6.226985454559326 (6.862662744522095) | > loss_mel: 18.334562301635742 (17.82660331726074) | > loss_duration: 2.360154151916504 (2.3262783765792845) | > loss_1: 32.71430206298828 (32.627008247375485)  --> STEP: 11 | > loss_disc: 2.437009811401367 (2.319819125262174) | > loss_disc_real_0: 0.16236236691474915 (0.13872978497635235) | > loss_disc_real_1: 0.16768024861812592 (0.19129436124454846) | > loss_disc_real_2: 0.2411102056503296 (0.22002714601430026) | > loss_disc_real_3: 0.24231979250907898 (0.2591910538348285) | > loss_disc_real_4: 0.24592794477939606 (0.23607290603897788) | > loss_disc_real_5: 0.25593942403793335 (0.22323222593827682) | > loss_0: 2.437009811401367 (2.319819125262174) | > loss_gen: 2.4498910903930664 (2.4775033647363838) | > loss_kl: 3.546502113342285 (3.168953678824685) | > loss_feat: 6.977149963378906 (6.873070673509077) | > loss_mel: 16.6379451751709 (17.718543486161664) | > loss_duration: 2.498939037322998 (2.3419748002832588) | > loss_1: 32.11042785644531 (32.58004639365456)  --> STEP: 12 | > loss_disc: 2.3238210678100586 (2.3201526204744973) | > loss_disc_real_0: 0.11766329407691956 (0.13697424406806627) | > loss_disc_real_1: 0.1777144819498062 (0.19016270463665327) | > loss_disc_real_2: 0.21135376393795013 (0.21930436417460442) | > loss_disc_real_3: 0.2089831531047821 (0.25500706210732466) | > loss_disc_real_4: 0.22473469376564026 (0.23512805501619974) | > loss_disc_real_5: 0.20619510114192963 (0.22181246553858122) | > loss_0: 2.3238210678100586 (2.3201526204744973) | > loss_gen: 2.2231662273406982 (2.456308603286743) | > loss_kl: 2.295076370239258 (3.0961305697758994) | > loss_feat: 7.10653018951416 (6.8925256331761675) | > loss_mel: 17.54861068725586 (17.70438241958618) | > loss_duration: 2.202256202697754 (2.3303315838178) | > loss_1: 31.375640869140625 (32.47967926661173)  --> STEP: 13 | > loss_disc: 2.492917776107788 (2.3334422478309045) | > loss_disc_real_0: 0.08131241798400879 (0.1326925651385234) | > loss_disc_real_1: 0.2550819218158722 (0.19515649057351625) | > loss_disc_real_2: 0.2487744390964508 (0.22157129301474646) | > loss_disc_real_3: 0.24292847514152527 (0.2540779400330324) | > loss_disc_real_4: 0.23240546882152557 (0.2349186253089171) | > loss_disc_real_5: 0.2837735414505005 (0.2265787021471904) | > loss_0: 2.492917776107788 (2.3334422478309045) | > loss_gen: 2.2394049167633057 (2.439623704323402) | > loss_kl: 3.06546950340271 (3.0937720262087307) | > loss_feat: 5.974836349487305 (6.821934149815486) | > loss_mel: 15.526830673217773 (17.536878439096306) | > loss_duration: 2.221810817718506 (2.3219838325793924) | > loss_1: 29.028352737426758 (32.214192610520584)  --> STEP: 14 | > loss_disc: 2.3767943382263184 (2.3365388257162913) | > loss_disc_real_0: 0.121353879570961 (0.13188265902655466) | > loss_disc_real_1: 0.1660788506269455 (0.19307951629161835) | > loss_disc_real_2: 0.2541116178035736 (0.2238956019282341) | > loss_disc_real_3: 0.22474126517772675 (0.25198246325765344) | > loss_disc_real_4: 0.21678490936756134 (0.23362335988453456) | > loss_disc_real_5: 0.19963142275810242 (0.22465389647654124) | > loss_0: 2.3767943382263184 (2.3365388257162913) | > loss_gen: 2.2691516876220703 (2.427447131701878) | > loss_kl: 3.8988089561462402 (3.15127466406141) | > loss_feat: 8.035967826843262 (6.908650841031756) | > loss_mel: 18.772136688232422 (17.62511117117746) | > loss_duration: 2.4133691787719727 (2.328511357307434) | > loss_1: 35.389434814453125 (32.44099562508719)  --> STEP: 15 | > loss_disc: 2.1872010231018066 (2.326582972208659) | > loss_disc_real_0: 0.13914941251277924 (0.13236710925896963) | > loss_disc_real_1: 0.1481967717409134 (0.19008733332157135) | > loss_disc_real_2: 0.2189355492591858 (0.22356493175029754) | > loss_disc_real_3: 0.2598443329334259 (0.2525065879027049) | > loss_disc_real_4: 0.20643354952335358 (0.23181070586045582) | > loss_disc_real_5: 0.28783154487609863 (0.22886573970317842) | > loss_0: 2.1872010231018066 (2.326582972208659) | > loss_gen: 2.630049705505371 (2.4409539699554443) | > loss_kl: 3.7477433681488037 (3.191039244333903) | > loss_feat: 6.968802452087402 (6.912660948435465) | > loss_mel: 17.04462432861328 (17.58641204833985) | > loss_duration: 2.3738741874694824 (2.331535545984904) | > loss_1: 32.76509475708008 (32.46260223388671)  --> STEP: 16 | > loss_disc: 2.63344669342041 (2.3457619547843933) | > loss_disc_real_0: 0.14206023514270782 (0.13297292962670326) | > loss_disc_real_1: 0.2211974412202835 (0.19203171506524086) | > loss_disc_real_2: 0.2232023924589157 (0.22354227304458618) | > loss_disc_real_3: 0.301087349653244 (0.25554288551211357) | > loss_disc_real_4: 0.24665531516075134 (0.2327384939417243) | > loss_disc_real_5: 0.2267632782459259 (0.22873433586210012) | > loss_0: 2.63344669342041 (2.3457619547843933) | > loss_gen: 2.0657615661621094 (2.417504444718361) | > loss_kl: 2.9142091274261475 (3.1737373620271683) | > loss_feat: 6.176182746887207 (6.866631060838699) | > loss_mel: 16.470521926879883 (17.5166689157486) | > loss_duration: 2.4123857021331787 (2.336588680744171) | > loss_1: 30.039060592651367 (32.3111308813095)  --> STEP: 17 | > loss_disc: 2.5351157188415527 (2.356900411493638) | > loss_disc_real_0: 0.1884693205356598 (0.13623742320958307) | > loss_disc_real_1: 0.2083560675382614 (0.1929919710930656) | > loss_disc_real_2: 0.23401622474193573 (0.2241583878503126) | > loss_disc_real_3: 0.3113034963607788 (0.258822921444388) | > loss_disc_real_4: 0.29608628153800964 (0.2364648343885646) | > loss_disc_real_5: 0.28762975335121155 (0.23219877218498902) | > loss_0: 2.5351157188415527 (2.356900411493638) | > loss_gen: 2.4866347312927246 (2.421570932163912) | > loss_kl: 2.3933892250061035 (3.1278345304376938) | > loss_feat: 6.116936206817627 (6.822531363543342) | > loss_mel: 16.876325607299805 (17.479001662310434) | > loss_duration: 2.409029483795166 (2.3408499044530533) | > loss_1: 30.28231430053711 (32.191788729499365)  --> STEP: 18 | > loss_disc: 2.085779905319214 (2.3418381611506143) | > loss_disc_real_0: 0.11695834249258041 (0.1351663631697496) | > loss_disc_real_1: 0.13030561804771423 (0.18950939592387941) | > loss_disc_real_2: 0.16503047943115234 (0.22087350404924816) | > loss_disc_real_3: 0.1960783302783966 (0.25533711082405514) | > loss_disc_real_4: 0.15615049004554749 (0.23200292636950812) | > loss_disc_real_5: 0.1529211550951004 (0.22779446012443966) | > loss_0: 2.085779905319214 (2.3418381611506143) | > loss_gen: 2.3554232120513916 (2.4178960588243275) | > loss_kl: 3.002650260925293 (3.120879848798116) | > loss_feat: 7.99037504196167 (6.887411567899916) | > loss_mel: 15.765251159667969 (17.38379330105252) | > loss_duration: 2.282278299331665 (2.3375959263907538) | > loss_1: 31.395977020263672 (32.14757696787516)  --> STEP: 19 | > loss_disc: 2.6291072368621826 (2.356957586188065) | > loss_disc_real_0: 0.23279884457588196 (0.1403049148227039) | > loss_disc_real_1: 0.19224940240383148 (0.18965360679124532) | > loss_disc_real_2: 0.26138198375701904 (0.22300552929702558) | > loss_disc_real_3: 0.269927442073822 (0.2561050229950955) | > loss_disc_real_4: 0.2525407373905182 (0.23308386379166654) | > loss_disc_real_5: 0.25185465812683105 (0.22906078633509183) | > loss_0: 2.6291072368621826 (2.356957586188065) | > loss_gen: 2.167604923248291 (2.4047228411624304) | > loss_kl: 2.4550182819366455 (3.085834503173828) | > loss_feat: 7.089973449707031 (6.898072719573975) | > loss_mel: 14.16574764251709 (17.214422476919076) | > loss_duration: 2.3618106842041016 (2.3388703873282983) | > loss_1: 28.240154266357422 (31.941923141479492)  --> STEP: 20 | > loss_disc: 2.4403858184814453 (2.361128997802734) | > loss_disc_real_0: 0.15472450852394104 (0.14102589450776576) | > loss_disc_real_1: 0.21773584187030792 (0.19105771854519843) | > loss_disc_real_2: 0.24022555351257324 (0.22386653050780297) | > loss_disc_real_3: 0.21401603519916534 (0.254000573605299) | > loss_disc_real_4: 0.2353883683681488 (0.23319908902049064) | > loss_disc_real_5: 0.24853728711605072 (0.23003461137413977) | > loss_0: 2.4403858184814453 (2.361128997802734) | > loss_gen: 2.3518757820129395 (2.402080488204956) | > loss_kl: 2.4399712085723877 (3.053541338443756) | > loss_feat: 6.489757537841797 (6.877656960487366) | > loss_mel: 18.924070358276367 (17.299904870986943) | > loss_duration: 2.2794885635375977 (2.3359012961387635) | > loss_1: 32.48516082763672 (31.969085025787354)  --> STEP: 21 | > loss_disc: 2.246469020843506 (2.3556689988999135) | > loss_disc_real_0: 0.08352133631706238 (0.13828758221297038) | > loss_disc_real_1: 0.20059242844581604 (0.19151175234998977) | > loss_disc_real_2: 0.2110147327184677 (0.22325454013688223) | > loss_disc_real_3: 0.2408086061477661 (0.2533723846787498) | > loss_disc_real_4: 0.2699928879737854 (0.23495117468493326) | > loss_disc_real_5: 0.22816647589206696 (0.22994565254166013) | > loss_0: 2.246469020843506 (2.3556689988999135) | > loss_gen: 2.4875285625457764 (2.4061494441259472) | > loss_kl: 2.317939281463623 (3.0185126690637496) | > loss_feat: 5.587296009063721 (6.816211200895763) | > loss_mel: 16.022228240966797 (17.23906312670027) | > loss_duration: 2.169959783554077 (2.3279993193490163) | > loss_1: 28.584951400756836 (31.807935805547807)  --> STEP: 22 | > loss_disc: 2.2340915203094482 (2.3501427498730743) | > loss_disc_real_0: 0.09243091940879822 (0.1362031884491444) | > loss_disc_real_1: 0.30150294303894043 (0.19651135192676025) | > loss_disc_real_2: 0.14731284976005554 (0.21980264511975375) | > loss_disc_real_3: 0.2122385948896408 (0.251502666961063) | > loss_disc_real_4: 0.245334655046463 (0.23542315106500278) | > loss_disc_real_5: 0.24333272874355316 (0.23055415600538254) | > loss_0: 2.2340915203094482 (2.3501427498730743) | > loss_gen: 2.723816394805908 (2.420588850975036) | > loss_kl: 2.355733871459961 (2.9883863600817593) | > loss_feat: 7.925143241882324 (6.866617202758789) | > loss_mel: 19.676576614379883 (17.34985919432207) | > loss_duration: 2.2094876766204834 (2.3226124264977193) | > loss_1: 34.8907585144043 (31.948064110495828)  --> STEP: 23 | > loss_disc: 2.5039315223693848 (2.356829218242479) | > loss_disc_real_0: 0.2158537060022354 (0.13966625442971356) | > loss_disc_real_1: 0.19199897348880768 (0.19631516155989273) | > loss_disc_real_2: 0.18248093128204346 (0.21817996190941852) | > loss_disc_real_3: 0.2851041257381439 (0.25296359995137085) | > loss_disc_real_4: 0.26932913064956665 (0.2368973240904186) | > loss_disc_real_5: 0.2877151668071747 (0.23303941734459088) | > loss_0: 2.5039315223693848 (2.356829218242479) | > loss_gen: 2.438974380493164 (2.4213882218236504) | > loss_kl: 2.8404057025909424 (2.9819524184517237) | > loss_feat: 4.857473373413086 (6.7792631232220195) | > loss_mel: 17.40795135498047 (17.352384940437652) | > loss_duration: 2.2930545806884766 (2.3213273027668824) | > loss_1: 29.837860107421875 (31.856316110362176)  --> STEP: 24 | > loss_disc: 2.5296192169189453 (2.364028801520665) | > loss_disc_real_0: 0.20445837080478668 (0.14236592594534161) | > loss_disc_real_1: 0.1554645448923111 (0.19461305253207684) | > loss_disc_real_2: 0.24513556063175201 (0.21930311185618243) | > loss_disc_real_3: 0.27824667096138 (0.2540170612434546) | > loss_disc_real_4: 0.30744144320487976 (0.2398366623868545) | > loss_disc_real_5: 0.30745556950569153 (0.23614009035130343) | > loss_0: 2.5296192169189453 (2.364028801520665) | > loss_gen: 2.5033140182495117 (2.424801796674728) | > loss_kl: 2.991731882095337 (2.982359896103541) | > loss_feat: 6.706348419189453 (6.776225010553996) | > loss_mel: 18.66111946105957 (17.406915545463566) | > loss_duration: 2.465034008026123 (2.327315082152684) | > loss_1: 33.32754898071289 (31.917617479960125)  --> STEP: 25 | > loss_disc: 2.4831252098083496 (2.3687926578521727) | > loss_disc_real_0: 0.13160070776939392 (0.1419353172183037) | > loss_disc_real_1: 0.2173718959093094 (0.19552340626716613) | > loss_disc_real_2: 0.18186213076114655 (0.21780547261238098) | > loss_disc_real_3: 0.21423782408237457 (0.25242589175701136) | > loss_disc_real_4: 0.22184301912784576 (0.23911691665649415) | > loss_disc_real_5: 0.28861114382743835 (0.2382389324903488) | > loss_0: 2.4831252098083496 (2.3687926578521727) | > loss_gen: 2.141521692276001 (2.4134705924987787) | > loss_kl: 3.1715850830078125 (2.989928903579712) | > loss_feat: 5.837222099304199 (6.738664894104004) | > loss_mel: 15.409530639648438 (17.32702014923096) | > loss_duration: 2.3882896900177 (2.3297540664672844) | > loss_1: 28.948150634765625 (31.798838806152343)  --> STEP: 26 | > loss_disc: 2.6180920600891113 (2.3783810963997474) | > loss_disc_real_0: 0.11591712385416031 (0.14093461747352898) | > loss_disc_real_1: 0.17746059596538544 (0.1948286827940207) | > loss_disc_real_2: 0.31009140610694885 (0.22135493159294128) | > loss_disc_real_3: 0.262611448764801 (0.25281764394961864) | > loss_disc_real_4: 0.2258194386959076 (0.23860547519647157) | > loss_disc_real_5: 0.2492484599351883 (0.23866237585361189) | > loss_0: 2.6180920600891113 (2.3783810963997474) | > loss_gen: 1.9738547801971436 (2.396562292025639) | > loss_kl: 2.571683645248413 (2.9738425474900465) | > loss_feat: 7.211694240570068 (6.756858330506545) | > loss_mel: 14.637228965759277 (17.223566642174358) | > loss_duration: 2.2777609825134277 (2.3277543324690595) | > loss_1: 28.672222137451172 (31.678584318894607) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023889083128709066 (-7.571623875544551e-05) | > avg_loss_disc: 2.3783810963997474 (-0.09644899001488305) | > avg_loss_disc_real_0: 0.14093461747352898 (-0.008401136845350182) | > avg_loss_disc_real_1: 0.1948286827940207 (+0.01885330533752072) | > avg_loss_disc_real_2: 0.22135493159294128 (-0.0007888015646200786) | > avg_loss_disc_real_3: 0.25281764394961864 (-0.001835600687907446) | > avg_loss_disc_real_4: 0.23860547519647157 (-0.006695580597107231) | > avg_loss_disc_real_5: 0.23866237585361189 (+0.0002029360486910936) | > avg_loss_0: 2.3783810963997474 (-0.09644899001488305) | > avg_loss_gen: 2.396562292025639 (+0.10912202413265559) | > avg_loss_kl: 2.9738425474900465 (+0.037654821689312) | > avg_loss_feat: 6.756858330506545 (+0.16831009204571057) | > avg_loss_mel: 17.223566642174358 (+0.058242724492007625) | > avg_loss_duration: 2.3277543324690595 (-0.02113419312697218) | > avg_loss_1: 31.678584318894607 (+0.35219573974609375)  > EPOCH: 672/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:52:44)   --> TIME: 2024-06-11 20:52:50 -- STEP: 14/330 -- GLOBAL_STEP: 309775 | > loss_disc: 2.2951784133911133 (2.352079323359898) | > loss_disc_real_0: 0.06074199825525284 (0.10874845353620392) | > loss_disc_real_1: 0.1774996817111969 (0.19512531054871424) | > loss_disc_real_2: 0.21275298297405243 (0.2124835497566632) | > loss_disc_real_3: 0.23488560318946838 (0.22793160804680415) | > loss_disc_real_4: 0.23252953588962555 (0.233286874634879) | > loss_disc_real_5: 0.21955716609954834 (0.22764035420758383) | > loss_0: 2.2951784133911133 (2.352079323359898) | > grad_norm_0: tensor(7.7259, device='cuda:0') (tensor(7.1401, device='cuda:0')) | > loss_gen: 2.507216691970825 (2.477973222732544) | > loss_kl: 1.9295456409454346 (1.935851446219853) | > loss_feat: 7.902758598327637 (7.079832928521292) | > loss_mel: 17.35404396057129 (17.782461302621023) | > loss_duration: 2.010885000228882 (2.0801585061209544) | > loss_1: 31.704450607299805 (31.3562776020595) | > grad_norm_1: tensor(71.6739, device='cuda:0') (tensor(74.2356, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3455 (0.3593123470033918) | > loader_time: 0.003 (0.0032287325177873883)  --> TIME: 2024-06-11 20:52:59 -- STEP: 39/330 -- GLOBAL_STEP: 309800 | > loss_disc: 2.3250231742858887 (2.3504400497827773) | > loss_disc_real_0: 0.11454223096370697 (0.10928462674984565) | > loss_disc_real_1: 0.16411837935447693 (0.19880919693372187) | > loss_disc_real_2: 0.20718111097812653 (0.2098362548993184) | > loss_disc_real_3: 0.23557603359222412 (0.22839947044849396) | > loss_disc_real_4: 0.24434708058834076 (0.23195380430955154) | > loss_disc_real_5: 0.22600211203098297 (0.22514606362734085) | > loss_0: 2.3250231742858887 (2.3504400497827773) | > grad_norm_0: tensor(12.0659, device='cuda:0') (tensor(7.4054, device='cuda:0')) | > loss_gen: 2.5289716720581055 (2.509174511982845) | > loss_kl: 2.155226707458496 (1.974440531852918) | > loss_feat: 7.455638885498047 (7.1272047605269995) | > loss_mel: 17.71141815185547 (17.695341648199626) | > loss_duration: 1.989636778831482 (2.0206572734392614) | > loss_1: 31.84089469909668 (31.3268189063439) | > grad_norm_1: tensor(107.9398, device='cuda:0') (tensor(72.8261, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3495 (0.3574804281577086) | > loader_time: 0.0032 (0.0032727962885147487)  --> TIME: 2024-06-11 20:53:09 -- STEP: 64/330 -- GLOBAL_STEP: 309825 | > loss_disc: 2.2944512367248535 (2.3606625832617283) | > loss_disc_real_0: 0.09260223060846329 (0.10946670128032565) | > loss_disc_real_1: 0.1986127495765686 (0.198208327870816) | > loss_disc_real_2: 0.18414956331253052 (0.2112573164049536) | > loss_disc_real_3: 0.23430031538009644 (0.22919831215403974) | > loss_disc_real_4: 0.22847236692905426 (0.23263442958705127) | > loss_disc_real_5: 0.20876207947731018 (0.22354134335182607) | > loss_0: 2.2944512367248535 (2.3606625832617283) | > grad_norm_0: tensor(11.8102, device='cuda:0') (tensor(7.5653, device='cuda:0')) | > loss_gen: 2.5441367626190186 (2.49506188556552) | > loss_kl: 1.9260985851287842 (1.9865049235522747) | > loss_feat: 6.981977939605713 (7.115671709179878) | > loss_mel: 17.927947998046875 (17.67158055305481) | > loss_duration: 1.997802495956421 (2.0036527235060935) | > loss_1: 31.37796401977539 (31.272471845149994) | > grad_norm_1: tensor(89.9291, device='cuda:0') (tensor(80.3501, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3589 (0.36248331144452095) | > loader_time: 0.0032 (0.0034252703189849854)  --> TIME: 2024-06-11 20:53:18 -- STEP: 89/330 -- GLOBAL_STEP: 309850 | > loss_disc: 2.3755104541778564 (2.367985637000438) | > loss_disc_real_0: 0.13608551025390625 (0.11269459128379822) | > loss_disc_real_1: 0.2843059301376343 (0.20051911841617542) | > loss_disc_real_2: 0.20856057107448578 (0.21072332594501839) | > loss_disc_real_3: 0.22084513306617737 (0.22902033084563994) | > loss_disc_real_4: 0.21187715232372284 (0.2322374434953325) | > loss_disc_real_5: 0.23250322043895721 (0.22504205800844043) | > loss_0: 2.3755104541778564 (2.367985637000438) | > grad_norm_0: tensor(6.2024, device='cuda:0') (tensor(7.7773, device='cuda:0')) | > loss_gen: 2.475925922393799 (2.4899533223570076) | > loss_kl: 1.9524030685424805 (2.0054724859387676) | > loss_feat: 6.779099941253662 (7.056359392873357) | > loss_mel: 17.23956871032715 (17.61943712127343) | > loss_duration: 2.0066890716552734 (1.9972271450449914) | > loss_1: 30.453685760498047 (31.16844953044077) | > grad_norm_1: tensor(39.7105, device='cuda:0') (tensor(84.5319, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3953 (0.3645692916398637) | > loader_time: 0.0041 (0.003583591975522845)  --> TIME: 2024-06-11 20:53:28 -- STEP: 114/330 -- GLOBAL_STEP: 309875 | > loss_disc: 2.3294737339019775 (2.359165208381519) | > loss_disc_real_0: 0.1029563695192337 (0.11330777008021087) | > loss_disc_real_1: 0.19844336807727814 (0.1991023925835626) | > loss_disc_real_2: 0.2668434977531433 (0.21023654140401304) | > loss_disc_real_3: 0.2366049736738205 (0.22820307222897546) | > loss_disc_real_4: 0.27333688735961914 (0.23171466693543552) | > loss_disc_real_5: 0.2508704662322998 (0.22391431059753686) | > loss_0: 2.3294737339019775 (2.359165208381519) | > grad_norm_0: tensor(13.5112, device='cuda:0') (tensor(7.9656, device='cuda:0')) | > loss_gen: 2.790616035461426 (2.4943942500833884) | > loss_kl: 2.106513023376465 (2.0118952759525226) | > loss_feat: 7.181453704833984 (7.049488126185903) | > loss_mel: 18.06510353088379 (17.585207336827327) | > loss_duration: 1.9991496801376343 (1.997792909019872) | > loss_1: 32.1428337097168 (31.13877786669815) | > grad_norm_1: tensor(162.1097, device='cuda:0') (tensor(87.7950, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3747 (0.3674561078088325) | > loader_time: 0.0046 (0.0037007499159428113)  --> TIME: 2024-06-11 20:53:38 -- STEP: 139/330 -- GLOBAL_STEP: 309900 | > loss_disc: 2.391613721847534 (2.364532947540283) | > loss_disc_real_0: 0.11723093688488007 (0.11408678747767168) | > loss_disc_real_1: 0.18456344306468964 (0.19913723936183847) | > loss_disc_real_2: 0.20965909957885742 (0.21154402646658232) | > loss_disc_real_3: 0.2267673760652542 (0.22927229299390917) | > loss_disc_real_4: 0.2285933941602707 (0.23130573021422188) | > loss_disc_real_5: 0.24428269267082214 (0.22414622439754953) | > loss_0: 2.391613721847534 (2.364532947540283) | > grad_norm_0: tensor(23.2861, device='cuda:0') (tensor(9.0153, device='cuda:0')) | > loss_gen: 2.455232858657837 (2.4885532118433673) | > loss_kl: 2.0705957412719727 (2.013698179087192) | > loss_feat: 6.67731237411499 (7.056289803209922) | > loss_mel: 16.60621452331543 (17.59647125134365) | > loss_duration: 2.0703024864196777 (2.002635020146267) | > loss_1: 29.879657745361328 (31.15764749650475) | > grad_norm_1: tensor(175.4082, device='cuda:0') (tensor(102.4335, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3752 (0.370217422787234) | > loader_time: 0.0038 (0.003776377053569547)  --> TIME: 2024-06-11 20:53:48 -- STEP: 164/330 -- GLOBAL_STEP: 309925 | > loss_disc: 2.3505795001983643 (2.3611317582246736) | > loss_disc_real_0: 0.12946631014347076 (0.11530772283128123) | > loss_disc_real_1: 0.1864251345396042 (0.19874319652231728) | > loss_disc_real_2: 0.21143479645252228 (0.2111652929608415) | > loss_disc_real_3: 0.22660000622272491 (0.22857908177666547) | > loss_disc_real_4: 0.24517621099948883 (0.23092683886245982) | > loss_disc_real_5: 0.22536307573318481 (0.2234721220121151) | > loss_0: 2.3505795001983643 (2.3611317582246736) | > grad_norm_0: tensor(25.0854, device='cuda:0') (tensor(11.0325, device='cuda:0')) | > loss_gen: 2.4497392177581787 (2.4914735206743566) | > loss_kl: 2.0916402339935303 (2.0239490903005355) | > loss_feat: 6.970350742340088 (7.049593012507369) | > loss_mel: 16.750873565673828 (17.557109204734246) | > loss_duration: 2.094841957092285 (2.0061309570219454) | > loss_1: 30.357444763183594 (31.128255785965337) | > grad_norm_1: tensor(399.0013, device='cuda:0') (tensor(128.4984, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.4039 (0.37287003383403877) | > loader_time: 0.0043 (0.00388146319040438)  --> TIME: 2024-06-11 20:53:58 -- STEP: 189/330 -- GLOBAL_STEP: 309950 | > loss_disc: 2.396259069442749 (2.3630140458465254) | > loss_disc_real_0: 0.12326156347990036 (0.11651536814434818) | > loss_disc_real_1: 0.1991521120071411 (0.19912982759652315) | > loss_disc_real_2: 0.22145505249500275 (0.21101636356777614) | > loss_disc_real_3: 0.20832942426204681 (0.2283824652275711) | > loss_disc_real_4: 0.215331569314003 (0.2312214952454996) | > loss_disc_real_5: 0.1951526254415512 (0.22361546605037003) | > loss_0: 2.396259069442749 (2.3630140458465254) | > grad_norm_0: tensor(42.4191, device='cuda:0') (tensor(12.8489, device='cuda:0')) | > loss_gen: 2.5244812965393066 (2.488461531028545) | > loss_kl: 2.1205179691314697 (2.024481411964173) | > loss_feat: 6.951834201812744 (7.040995133616937) | > loss_mel: 17.4558162689209 (17.508653085698533) | > loss_duration: 2.0872135162353516 (2.0138914938326216) | > loss_1: 31.139862060546875 (31.076482641633856) | > grad_norm_1: tensor(486.8503, device='cuda:0') (tensor(147.7995, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.3939 (0.37590807960146966) | > loader_time: 0.0058 (0.00401186186169821)  --> TIME: 2024-06-11 20:54:08 -- STEP: 214/330 -- GLOBAL_STEP: 309975 | > loss_disc: 2.2209317684173584 (2.3606240337140107) | > loss_disc_real_0: 0.10118620842695236 (0.11755673952888106) | > loss_disc_real_1: 0.17407473921775818 (0.199426423305663) | > loss_disc_real_2: 0.24521993100643158 (0.2109699534757115) | > loss_disc_real_3: 0.24273253977298737 (0.22866468131542206) | > loss_disc_real_4: 0.21130125224590302 (0.2306251938794261) | > loss_disc_real_5: 0.20844635367393494 (0.22287849817320565) | > loss_0: 2.2209317684173584 (2.3606240337140107) | > grad_norm_0: tensor(17.6854, device='cuda:0') (tensor(15.2588, device='cuda:0')) | > loss_gen: 2.7582619190216064 (2.4952920385610278) | > loss_kl: 2.185020923614502 (2.020197909569071) | > loss_feat: 6.806423664093018 (7.052238885487352) | > loss_mel: 17.13461685180664 (17.458639563801135) | > loss_duration: 2.124695301055908 (2.0214539086707264) | > loss_1: 31.009017944335938 (31.047822274894358) | > grad_norm_1: tensor(485.8299, device='cuda:0') (tensor(172.6002, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.4001 (0.3788948660699008) | > loader_time: 0.0064 (0.004115325268183914)  --> TIME: 2024-06-11 20:54:19 -- STEP: 239/330 -- GLOBAL_STEP: 310000 | > loss_disc: 2.2730512619018555 (2.3617179842673606) | > loss_disc_real_0: 0.09694786369800568 (0.1177254818442227) | > loss_disc_real_1: 0.21656647324562073 (0.20000952239066488) | > loss_disc_real_2: 0.2277151197195053 (0.2110741666545429) | > loss_disc_real_3: 0.2323514074087143 (0.22923762148643637) | > loss_disc_real_4: 0.20191629230976105 (0.23101821043002554) | > loss_disc_real_5: 0.1858939528465271 (0.2221253937632469) | > loss_0: 2.2730512619018555 (2.3617179842673606) | > grad_norm_0: tensor(35.6480, device='cuda:0') (tensor(17.9447, device='cuda:0')) | > loss_gen: 2.657478094100952 (2.504330578209466) | > loss_kl: 1.9746637344360352 (2.0207495115790906) | > loss_feat: 7.612980842590332 (7.075451130647539) | > loss_mel: 17.343420028686523 (17.4353733461771) | > loss_duration: 2.076251983642578 (2.0300695527048775) | > loss_1: 31.664794921875 (31.065974079914174) | > grad_norm_1: tensor(514.3867, device='cuda:0') (tensor(202.3131, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.4198 (0.38272069488110416) | > loader_time: 0.0055 (0.004252113557759688) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_310000.pth  --> TIME: 2024-06-11 20:54:34 -- STEP: 264/330 -- GLOBAL_STEP: 310025 | > loss_disc: 2.2444024085998535 (2.3617666833328497) | > loss_disc_real_0: 0.09709928184747696 (0.11837364776963086) | > loss_disc_real_1: 0.1856805831193924 (0.19945632017245798) | > loss_disc_real_2: 0.1868782788515091 (0.21086646023799072) | > loss_disc_real_3: 0.21556775271892548 (0.22935518390978826) | > loss_disc_real_4: 0.2592390179634094 (0.23094166533061952) | > loss_disc_real_5: 0.22189892828464508 (0.2222638808077935) | > loss_0: 2.2444024085998535 (2.3617666833328497) | > grad_norm_0: tensor(19.2297, device='cuda:0') (tensor(19.8783, device='cuda:0')) | > loss_gen: 2.5532047748565674 (2.5040056190707465) | > loss_kl: 2.0965828895568848 (2.0250083668665453) | > loss_feat: 7.505121231079102 (7.079704479737715) | > loss_mel: 17.10463523864746 (17.395326383186106) | > loss_duration: 2.1588451862335205 (2.03809359308445) | > loss_1: 31.41839027404785 (31.04213838866263) | > grad_norm_1: tensor(470.1255, device='cuda:0') (tensor(225.6128, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.4342 (0.38761586402401793) | > loader_time: 0.006 (0.0044056646751635)  --> TIME: 2024-06-11 20:54:45 -- STEP: 289/330 -- GLOBAL_STEP: 310050 | > loss_disc: 2.4762043952941895 (2.362624999973603) | > loss_disc_real_0: 0.16302061080932617 (0.11916594505052253) | > loss_disc_real_1: 0.21256156265735626 (0.19957698113365574) | > loss_disc_real_2: 0.20479696989059448 (0.21086948042716122) | > loss_disc_real_3: 0.24174293875694275 (0.2291974099449633) | > loss_disc_real_4: 0.2927217483520508 (0.23093486146737136) | > loss_disc_real_5: 0.26973605155944824 (0.2220812443527796) | > loss_0: 2.4762043952941895 (2.362624999973603) | > grad_norm_0: tensor(55.5814, device='cuda:0') (tensor(21.3122, device='cuda:0')) | > loss_gen: 2.385448932647705 (2.4993351545300864) | > loss_kl: 1.9435582160949707 (2.0254716666924506) | > loss_feat: 5.7484517097473145 (7.0702144134415885) | > loss_mel: 15.348881721496582 (17.335869165440332) | > loss_duration: 2.1918559074401855 (2.047902183961702) | > loss_1: 27.618196487426758 (30.978792560141805) | > grad_norm_1: tensor(283.6377, device='cuda:0') (tensor(237.6825, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.4562 (0.3929956347059628) | > loader_time: 0.0064 (0.004568794606878684)  --> TIME: 2024-06-11 20:54:58 -- STEP: 314/330 -- GLOBAL_STEP: 310075 | > loss_disc: 2.4323933124542236 (2.3668220620246463) | > loss_disc_real_0: 0.17382030189037323 (0.12039744999900365) | > loss_disc_real_1: 0.2569759786128998 (0.19998938917734077) | > loss_disc_real_2: 0.18220071494579315 (0.21114292261516973) | > loss_disc_real_3: 0.2253279834985733 (0.22929212375051655) | > loss_disc_real_4: 0.2314160317182541 (0.23082205956908547) | > loss_disc_real_5: 0.2148524820804596 (0.22202959822811139) | > loss_0: 2.4323933124542236 (2.3668220620246463) | > grad_norm_0: tensor(33.4984, device='cuda:0') (tensor(22.8970, device='cuda:0')) | > loss_gen: 2.6075782775878906 (2.4967966079711923) | > loss_kl: 2.048935890197754 (2.0269071801452907) | > loss_feat: 7.555788516998291 (7.084884263907268) | > loss_mel: 16.863943099975586 (17.29214785509049) | > loss_duration: 2.2486631870269775 (2.060715824935086) | > loss_1: 31.324909210205078 (30.961451712687303) | > grad_norm_1: tensor(145.2011, device='cuda:0') (tensor(253.8278, device='cuda:0')) | > current_lr_0: 0.00018388528573827801 | > current_lr_1: 0.00018388528573827801 | > step_time: 0.5109 (0.40104062086457665) | > loader_time: 0.0079 (0.004757366362650683)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.674873113632202 (2.674873113632202) | > loss_disc_real_0: 0.334613174200058 (0.334613174200058) | > loss_disc_real_1: 0.22421325743198395 (0.22421325743198395) | > loss_disc_real_2: 0.24736914038658142 (0.24736914038658142) | > loss_disc_real_3: 0.22662340104579926 (0.22662340104579926) | > loss_disc_real_4: 0.22075589001178741 (0.22075589001178741) | > loss_disc_real_5: 0.18683946132659912 (0.18683946132659912) | > loss_0: 2.674873113632202 (2.674873113632202) | > loss_gen: 2.2964093685150146 (2.2964093685150146) | > loss_kl: 2.4988696575164795 (2.4988696575164795) | > loss_feat: 4.390885829925537 (4.390885829925537) | > loss_mel: 14.101685523986816 (14.101685523986816) | > loss_duration: 3.014371395111084 (3.014371395111084) | > loss_1: 26.302221298217773 (26.302221298217773)  --> STEP: 1 | > loss_disc: 2.05568790435791 (2.05568790435791) | > loss_disc_real_0: 0.046698324382305145 (0.046698324382305145) | > loss_disc_real_1: 0.12934428453445435 (0.12934428453445435) | > loss_disc_real_2: 0.1437358558177948 (0.1437358558177948) | > loss_disc_real_3: 0.17498965561389923 (0.17498965561389923) | > loss_disc_real_4: 0.1415572315454483 (0.1415572315454483) | > loss_disc_real_5: 0.14423073828220367 (0.14423073828220367) | > loss_0: 2.05568790435791 (2.05568790435791) | > loss_gen: 2.072340250015259 (2.072340250015259) | > loss_kl: 3.461326837539673 (3.461326837539673) | > loss_feat: 7.342491626739502 (7.342491626739502) | > loss_mel: 15.424883842468262 (15.424883842468262) | > loss_duration: 2.5287656784057617 (2.5287656784057617) | > loss_1: 30.82980728149414 (30.82980728149414)  --> STEP: 2 | > loss_disc: 2.522643804550171 (2.2891658544540405) | > loss_disc_real_0: 0.13723112642765045 (0.0919647254049778) | > loss_disc_real_1: 0.21025146543979645 (0.1697978749871254) | > loss_disc_real_2: 0.2897401750087738 (0.2167380154132843) | > loss_disc_real_3: 0.2191697210073471 (0.19707968831062317) | > loss_disc_real_4: 0.19509229063987732 (0.1683247610926628) | > loss_disc_real_5: 0.18228256702423096 (0.16325665265321732) | > loss_0: 2.522643804550171 (2.2891658544540405) | > loss_gen: 2.0478203296661377 (2.0600802898406982) | > loss_kl: 2.8179824352264404 (3.1396546363830566) | > loss_feat: 5.30770206451416 (6.325096845626831) | > loss_mel: 17.19988441467285 (16.312384128570557) | > loss_duration: 2.4667491912841797 (2.4977574348449707) | > loss_1: 29.840139389038086 (30.334973335266113)  --> STEP: 3 | > loss_disc: 2.5292954444885254 (2.369209051132202) | > loss_disc_real_0: 0.1006571501493454 (0.094862200319767) | > loss_disc_real_1: 0.18328428268432617 (0.17429334421952566) | > loss_disc_real_2: 0.1647503525018692 (0.1994087944428126) | > loss_disc_real_3: 0.17833751440048218 (0.19083229700724283) | > loss_disc_real_4: 0.21147839725017548 (0.18270930647850037) | > loss_disc_real_5: 0.19287337362766266 (0.17312889297803244) | > loss_0: 2.5292954444885254 (2.369209051132202) | > loss_gen: 1.8701014518737793 (1.9967540105183919) | > loss_kl: 3.3288075923919678 (3.2027056217193604) | > loss_feat: 5.753622531890869 (6.134605407714844) | > loss_mel: 15.52681827545166 (16.05052884419759) | > loss_duration: 2.3070361614227295 (2.434183677037557) | > loss_1: 28.786386489868164 (29.818777720133465)  --> STEP: 4 | > loss_disc: 2.267026424407959 (2.3436633944511414) | > loss_disc_real_0: 0.12852679193019867 (0.10327834822237492) | > loss_disc_real_1: 0.1759500801563263 (0.17470752820372581) | > loss_disc_real_2: 0.23754853010177612 (0.20894372835755348) | > loss_disc_real_3: 0.1752786934375763 (0.1869438961148262) | > loss_disc_real_4: 0.19944451749324799 (0.18689310923218727) | > loss_disc_real_5: 0.21598097681999207 (0.18384191393852234) | > loss_0: 2.267026424407959 (2.3436633944511414) | > loss_gen: 2.433565855026245 (2.1059569716453552) | > loss_kl: 3.866992950439453 (3.3687774538993835) | > loss_feat: 6.965791702270508 (6.34240198135376) | > loss_mel: 17.705291748046875 (16.464219570159912) | > loss_duration: 2.3672425746917725 (2.417448401451111) | > loss_1: 33.33888244628906 (30.698803901672363)  --> STEP: 5 | > loss_disc: 2.5052762031555176 (2.3759859561920167) | > loss_disc_real_0: 0.09432569146156311 (0.10148781687021255) | > loss_disc_real_1: 0.2331947684288025 (0.18640497624874114) | > loss_disc_real_2: 0.1587417721748352 (0.19890333712100983) | > loss_disc_real_3: 0.20637904107570648 (0.19083092510700225) | > loss_disc_real_4: 0.19761976599693298 (0.1890384405851364) | > loss_disc_real_5: 0.20977123081684113 (0.1890277773141861) | > loss_0: 2.5052762031555176 (2.3759859561920167) | > loss_gen: 2.067720651626587 (2.0983097076416017) | > loss_kl: 2.5223543643951416 (3.199492835998535) | > loss_feat: 5.982856750488281 (6.270492935180664) | > loss_mel: 19.17375946044922 (17.006127548217773) | > loss_duration: 2.322144031524658 (2.3983875274658204) | > loss_1: 32.0688362121582 (30.972810363769533)  --> STEP: 6 | > loss_disc: 2.4385716915130615 (2.3864169120788574) | > loss_disc_real_0: 0.06281253695487976 (0.09504193688432376) | > loss_disc_real_1: 0.23643073439598083 (0.19474260260661444) | > loss_disc_real_2: 0.14794324338436127 (0.19040998816490173) | > loss_disc_real_3: 0.18137022852897644 (0.18925414234399796) | > loss_disc_real_4: 0.24312454462051392 (0.19805279125769934) | > loss_disc_real_5: 0.20107397437095642 (0.19103547682364783) | > loss_0: 2.4385716915130615 (2.3864169120788574) | > loss_gen: 2.0150938034057617 (2.0844403902689614) | > loss_kl: 3.0844180583953857 (3.1803137063980103) | > loss_feat: 6.155860424041748 (6.251387516657512) | > loss_mel: 18.257863998413086 (17.214750289916992) | > loss_duration: 2.2224225997924805 (2.3690600395202637) | > loss_1: 31.735660552978516 (31.099952061971027)  --> STEP: 7 | > loss_disc: 2.2255609035491943 (2.3634374822889055) | > loss_disc_real_0: 0.050504256039857864 (0.08867941104940005) | > loss_disc_real_1: 0.13536570966243744 (0.18626018932887486) | > loss_disc_real_2: 0.22715124487876892 (0.19565873912402562) | > loss_disc_real_3: 0.23843054473400116 (0.196279342685427) | > loss_disc_real_4: 0.22318680584430695 (0.20164336477007186) | > loss_disc_real_5: 0.24101845920085907 (0.19817590287753514) | > loss_0: 2.2255609035491943 (2.3634374822889055) | > loss_gen: 2.476062297821045 (2.1403863770621165) | > loss_kl: 3.84171462059021 (3.27479955128261) | > loss_feat: 6.892045497894287 (6.342910085405622) | > loss_mel: 17.621768951416016 (17.27289581298828) | > loss_duration: 2.5254011154174805 (2.391394478934152) | > loss_1: 33.35699462890625 (31.422386714390345)  --> STEP: 8 | > loss_disc: 2.496629476547241 (2.3800864815711975) | > loss_disc_real_0: 0.2042427659034729 (0.10312483040615916) | > loss_disc_real_1: 0.2171633541584015 (0.1901230849325657) | > loss_disc_real_2: 0.2315332442522049 (0.20014305226504803) | > loss_disc_real_3: 0.21585127711296082 (0.1987258344888687) | > loss_disc_real_4: 0.2379245012998581 (0.20617850683629513) | > loss_disc_real_5: 0.16963531076908112 (0.19460832886397839) | > loss_0: 2.496629476547241 (2.3800864815711975) | > loss_gen: 2.169490098953247 (2.1440243422985077) | > loss_kl: 3.009443521499634 (3.241630047559738) | > loss_feat: 6.294130802154541 (6.336812674999237) | > loss_mel: 17.223657608032227 (17.266741037368774) | > loss_duration: 2.33229923248291 (2.3840075731277466) | > loss_1: 31.029022216796875 (31.373216152191162)  --> STEP: 9 | > loss_disc: 2.3932666778564453 (2.381550947825114) | > loss_disc_real_0: 0.13093893229961395 (0.10621528617209858) | > loss_disc_real_1: 0.1570172905921936 (0.18644466333919102) | > loss_disc_real_2: 0.24012631177902222 (0.2045856366554896) | > loss_disc_real_3: 0.19095765054225922 (0.19786270293924543) | > loss_disc_real_4: 0.21000927686691284 (0.2066041479508082) | > loss_disc_real_5: 0.21172940731048584 (0.1965106709135903) | > loss_0: 2.3932666778564453 (2.381550947825114) | > loss_gen: 2.1060426235198975 (2.1398041513231068) | > loss_kl: 3.4650042057037354 (3.266449398464627) | > loss_feat: 9.556933403015137 (6.694603867001003) | > loss_mel: 19.148517608642578 (17.475827323065865) | > loss_duration: 2.2080636024475098 (2.3644582430521646) | > loss_1: 36.484561920166016 (31.941143459743923)  --> STEP: 10 | > loss_disc: 2.4699954986572266 (2.390395402908325) | > loss_disc_real_0: 0.09234707057476044 (0.10482846461236477) | > loss_disc_real_1: 0.22378955781459808 (0.19017915278673173) | > loss_disc_real_2: 0.3097280263900757 (0.21509987562894822) | > loss_disc_real_3: 0.26139599084854126 (0.20421603173017502) | > loss_disc_real_4: 0.26270654797554016 (0.2122143879532814) | > loss_disc_real_5: 0.27682599425315857 (0.20454220324754716) | > loss_0: 2.4699954986572266 (2.390395402908325) | > loss_gen: 2.340048313140869 (2.1598285675048827) | > loss_kl: 3.1677911281585693 (3.256583571434021) | > loss_feat: 5.921152114868164 (6.61725869178772) | > loss_mel: 17.139150619506836 (17.44215965270996) | > loss_duration: 2.298143148422241 (2.3578267335891723) | > loss_1: 30.86628532409668 (31.833657646179198)  --> STEP: 11 | > loss_disc: 2.3032736778259277 (2.382475246082653) | > loss_disc_real_0: 0.04264185577630997 (0.09917513653635979) | > loss_disc_real_1: 0.1381647139787674 (0.18545056744055313) | > loss_disc_real_2: 0.23581911623477936 (0.21698344295675104) | > loss_disc_real_3: 0.18326199054718018 (0.2023111188953573) | > loss_disc_real_4: 0.20942358672618866 (0.21196067875081842) | > loss_disc_real_5: 0.2296070009469986 (0.20682082122022455) | > loss_0: 2.3032736778259277 (2.382475246082653) | > loss_gen: 2.295365333557129 (2.1721500916914507) | > loss_kl: 3.1575639247894287 (3.247581785375422) | > loss_feat: 7.279345989227295 (6.677448446100408) | > loss_mel: 16.989788055419922 (17.40103496204723) | > loss_duration: 2.5167064666748047 (2.372270345687866) | > loss_1: 32.23876953125 (31.870485999367453)  --> STEP: 12 | > loss_disc: 2.5044541358947754 (2.392640153566996) | > loss_disc_real_0: 0.07840150594711304 (0.09744400065392256) | > loss_disc_real_1: 0.22088906168937683 (0.1884037752946218) | > loss_disc_real_2: 0.17673708498477936 (0.21362957979242006) | > loss_disc_real_3: 0.22578826546669006 (0.2042675477763017) | > loss_disc_real_4: 0.2051021158695221 (0.21138913184404373) | > loss_disc_real_5: 0.22480909526348114 (0.2083198440571626) | > loss_0: 2.5044541358947754 (2.392640153566996) | > loss_gen: 1.9589617252349854 (2.1543843944867453) | > loss_kl: 2.1741843223571777 (3.158131996790568) | > loss_feat: 5.921808242797852 (6.614478429158528) | > loss_mel: 17.159093856811523 (17.380873203277588) | > loss_duration: 2.236675977706909 (2.3609708150227866) | > loss_1: 29.45072364807129 (31.66883913675944)  --> STEP: 13 | > loss_disc: 2.4179584980010986 (2.3945877185234656) | > loss_disc_real_0: 0.07262736558914185 (0.0955350287258625) | > loss_disc_real_1: 0.2267792522907257 (0.19135573506355286) | > loss_disc_real_2: 0.20828041434288025 (0.21321810552707085) | > loss_disc_real_3: 0.26878461241722107 (0.20923039890252626) | > loss_disc_real_4: 0.21301208436489105 (0.21151397434564737) | > loss_disc_real_5: 0.22790266573429108 (0.20982621495540327) | > loss_0: 2.4179584980010986 (2.3945877185234656) | > loss_gen: 2.169593095779419 (2.1555542945861816) | > loss_kl: 3.89034366607666 (3.2144559713510366) | > loss_feat: 7.37179708480835 (6.672733710362361) | > loss_mel: 18.449750900268555 (17.463094564584587) | > loss_duration: 2.2613253593444824 (2.353305779970609) | > loss_1: 34.1428108215332 (31.859144650972805)  --> STEP: 14 | > loss_disc: 2.231506824493408 (2.3829390832356045) | > loss_disc_real_0: 0.07106082141399384 (0.09378687106072903) | > loss_disc_real_1: 0.18115860223770142 (0.1906273684331349) | > loss_disc_real_2: 0.13433216512203217 (0.2075833954981395) | > loss_disc_real_3: 0.19472558796405792 (0.20819434097834996) | > loss_disc_real_4: 0.20646876096725464 (0.21115360196147645) | > loss_disc_real_5: 0.18140996992588043 (0.2077964831675802) | > loss_0: 2.231506824493408 (2.3829390832356045) | > loss_gen: 2.169743537902832 (2.1565678119659424) | > loss_kl: 3.7598700523376465 (3.253414119992937) | > loss_feat: 6.789315223693848 (6.68106096131461) | > loss_mel: 19.21436309814453 (17.588185174124582) | > loss_duration: 2.4736745357513428 (2.3619035482406616) | > loss_1: 34.40696716308594 (32.0411319732666)  --> STEP: 15 | > loss_disc: 2.1478466987609863 (2.3672662576039634) | > loss_disc_real_0: 0.06724954396486282 (0.09201771592100462) | > loss_disc_real_1: 0.17885184288024902 (0.18984233339627585) | > loss_disc_real_2: 0.17992743849754333 (0.2057396650314331) | > loss_disc_real_3: 0.2259824573993683 (0.20938021540641785) | > loss_disc_real_4: 0.2192874699831009 (0.21169585982958475) | > loss_disc_real_5: 0.19539879262447357 (0.20696997046470642) | > loss_0: 2.1478466987609863 (2.3672662576039634) | > loss_gen: 2.2896690368652344 (2.1654412269592287) | > loss_kl: 3.413607358932495 (3.2640936692555744) | > loss_feat: 6.402444362640381 (6.662486521402995) | > loss_mel: 17.99252700805664 (17.615141296386717) | > loss_duration: 2.389218807220459 (2.3637245655059815) | > loss_1: 32.487464904785156 (32.0708875020345)  --> STEP: 16 | > loss_disc: 2.5035176277160645 (2.3757819682359695) | > loss_disc_real_0: 0.14908723533153534 (0.09558456088416278) | > loss_disc_real_1: 0.16366612911224365 (0.18820632062852383) | > loss_disc_real_2: 0.21925108134746552 (0.20658412855118513) | > loss_disc_real_3: 0.22880224883556366 (0.21059409249573946) | > loss_disc_real_4: 0.2621181905269623 (0.21484725549817085) | > loss_disc_real_5: 0.22351288795471191 (0.20800390280783176) | > loss_0: 2.5035176277160645 (2.3757819682359695) | > loss_gen: 2.0696120262145996 (2.159451901912689) | > loss_kl: 2.7805681228637695 (3.2338733226060867) | > loss_feat: 5.65667724609375 (6.599623441696167) | > loss_mel: 16.104454040527344 (17.520723342895508) | > loss_duration: 2.390209436416626 (2.3653798699378967) | > loss_1: 29.00152015686035 (31.879052042961117)  --> STEP: 17 | > loss_disc: 2.3301305770874023 (2.373096592286054) | > loss_disc_real_0: 0.15835678577423096 (0.09927704470122561) | > loss_disc_real_1: 0.17911256849765778 (0.18767139403259053) | > loss_disc_real_2: 0.1886952817440033 (0.20553184344488032) | > loss_disc_real_3: 0.31517088413238525 (0.2167456684743657) | > loss_disc_real_4: 0.26283901929855347 (0.21767030042760513) | > loss_disc_real_5: 0.29195478558540344 (0.21294219003004186) | > loss_0: 2.3301305770874023 (2.373096592286054) | > loss_gen: 2.6532301902770996 (2.188497683581184) | > loss_kl: 2.311513662338257 (3.1796168720020965) | > loss_feat: 5.819048881530762 (6.553707291098202) | > loss_mel: 16.51590919494629 (17.46161662831026) | > loss_duration: 2.480403423309326 (2.3721459613126865) | > loss_1: 29.780107498168945 (31.755584716796875)  --> STEP: 18 | > loss_disc: 2.361297845840454 (2.3724411063724093) | > loss_disc_real_0: 0.0928739458322525 (0.09892131698628266) | > loss_disc_real_1: 0.12368904054164886 (0.18411681883864933) | > loss_disc_real_2: 0.16498130559921265 (0.20327903578678766) | > loss_disc_real_3: 0.2388952672481537 (0.21797620173957613) | > loss_disc_real_4: 0.19895078241825104 (0.21663032720486322) | > loss_disc_real_5: 0.19885191321372986 (0.2121593968735801) | > loss_0: 2.361297845840454 (2.3724411063724093) | > loss_gen: 2.215704917907715 (2.1900091965993247) | > loss_kl: 2.3303492069244385 (3.132435335053338) | > loss_feat: 10.41795539855957 (6.768387741512722) | > loss_mel: 17.289457321166992 (17.452052222357857) | > loss_duration: 2.2434134483337402 (2.3649941550360785) | > loss_1: 34.49687957763672 (31.907878875732422)  --> STEP: 19 | > loss_disc: 2.5629231929779053 (2.382466479351646) | > loss_disc_real_0: 0.1193874329328537 (0.09999848098347061) | > loss_disc_real_1: 0.26184719800949097 (0.18820789142658836) | > loss_disc_real_2: 0.25253868103027344 (0.20587164869433955) | > loss_disc_real_3: 0.26735809445381165 (0.2205752487245359) | > loss_disc_real_4: 0.2517193853855133 (0.21847711974068693) | > loss_disc_real_5: 0.245948925614357 (0.21393779312309466) | > loss_0: 2.5629231929779053 (2.382466479351646) | > loss_gen: 2.0915374755859375 (2.184826474440725) | > loss_kl: 2.0145351886749268 (3.0735984852439477) | > loss_feat: 5.4897894859313965 (6.7010930964821265) | > loss_mel: 16.51279640197754 (17.402617705495732) | > loss_duration: 2.386263847351074 (2.3661136125263416) | > loss_1: 28.494922637939453 (31.728249600059108)  --> STEP: 20 | > loss_disc: 2.6295084953308105 (2.3948185801506043) | > loss_disc_real_0: 0.11123483628034592 (0.10056029874831438) | > loss_disc_real_1: 0.15019679069519043 (0.18630733639001845) | > loss_disc_real_2: 0.26001203060150146 (0.20857866778969764) | > loss_disc_real_3: 0.19598153233528137 (0.21934556290507318) | > loss_disc_real_4: 0.14741969108581543 (0.21492424830794335) | > loss_disc_real_5: 0.1711137592792511 (0.2117965914309025) | > loss_0: 2.6295084953308105 (2.3948185801506043) | > loss_gen: 1.937711477279663 (2.172470724582672) | > loss_kl: 2.105109453201294 (3.0251740336418154) | > loss_feat: 6.246493816375732 (6.6783631324768065) | > loss_mel: 18.48103904724121 (17.456538772583006) | > loss_duration: 2.3059864044189453 (2.3631072521209715) | > loss_1: 31.076339721679688 (31.695654106140136)  --> STEP: 21 | > loss_disc: 2.417140483856201 (2.3958815279461088) | > loss_disc_real_0: 0.0988767072558403 (0.10048012772486323) | > loss_disc_real_1: 0.1823722869157791 (0.18611995308172136) | > loss_disc_real_2: 0.20797912776470184 (0.20855011826469785) | > loss_disc_real_3: 0.21569406986236572 (0.21917168228399186) | > loss_disc_real_4: 0.22368325293064117 (0.21534134376616704) | > loss_disc_real_5: 0.2557215094566345 (0.21388825419403257) | > loss_0: 2.417140483856201 (2.3958815279461088) | > loss_gen: 2.1025447845458984 (2.1691409179142545) | > loss_kl: 2.709962844848633 (3.010163977032616) | > loss_feat: 4.901613712310791 (6.593756017230806) | > loss_mel: 14.489396095275879 (17.31524626413981) | > loss_duration: 2.2249815464019775 (2.3565298375629244) | > loss_1: 26.428499221801758 (31.44483720688593)  --> STEP: 22 | > loss_disc: 2.474130153656006 (2.3994382836601953) | > loss_disc_real_0: 0.16507422924041748 (0.10341622324829752) | > loss_disc_real_1: 0.23588579893112183 (0.18838203698396683) | > loss_disc_real_2: 0.16142243146896362 (0.20640795068307358) | > loss_disc_real_3: 0.2016928642988205 (0.21837719055739316) | > loss_disc_real_4: 0.2103939652442932 (0.2151164629242637) | > loss_disc_real_5: 0.21927329897880554 (0.2141330289569768) | > loss_0: 2.474130153656006 (2.3994382836601953) | > loss_gen: 2.1278085708618164 (2.167262174866416) | > loss_kl: 2.257216215133667 (2.975939078764482) | > loss_feat: 6.570137023925781 (6.592682426626032) | > loss_mel: 18.905324935913086 (17.38752256740223) | > loss_duration: 2.2032532691955566 (2.349562720818953) | > loss_1: 32.06373977661133 (31.472969141873445)  --> STEP: 23 | > loss_disc: 2.466622829437256 (2.4023593508678935) | > loss_disc_real_0: 0.13772502541542053 (0.10490791029904199) | > loss_disc_real_1: 0.20898640155792236 (0.1892778789219649) | > loss_disc_real_2: 0.26488083600997925 (0.20895025004511295) | > loss_disc_real_3: 0.24064256250858307 (0.2193452502074449) | > loss_disc_real_4: 0.24052630364894867 (0.21622123860794565) | > loss_disc_real_5: 0.28305625915527344 (0.21712969113951144) | > loss_0: 2.466622829437256 (2.4023593508678935) | > loss_gen: 2.3712873458862305 (2.176132834475973) | > loss_kl: 2.3037490844726562 (2.9467134268387505) | > loss_feat: 5.403043746948242 (6.540959005770476) | > loss_mel: 15.471034049987793 (17.304196979688555) | > loss_duration: 2.2711827754974365 (2.346154897109322) | > loss_1: 27.820297241210938 (31.31415732010551)  --> STEP: 24 | > loss_disc: 2.3679099082946777 (2.400923957427343) | > loss_disc_real_0: 0.08397109806537628 (0.10403554312263925) | > loss_disc_real_1: 0.18288439512252808 (0.18901148376365504) | > loss_disc_real_2: 0.25101932883262634 (0.210703128327926) | > loss_disc_real_3: 0.23504118621349335 (0.21999924754103026) | > loss_disc_real_4: 0.19261959195137024 (0.21523783666392168) | > loss_disc_real_5: 0.17949016392230988 (0.21556137750546137) | > loss_0: 2.3679099082946777 (2.400923957427343) | > loss_gen: 2.0935845375061035 (2.1726933221022287) | > loss_kl: 2.8565611839294434 (2.942957083384196) | > loss_feat: 5.338720798492432 (6.490865747133891) | > loss_mel: 16.81385040283203 (17.283765872319535) | > loss_duration: 2.4122629165649414 (2.348909397919973) | > loss_1: 29.51498031616211 (31.23919161160787)  --> STEP: 25 | > loss_disc: 2.6248998641967773 (2.4098829936981203) | > loss_disc_real_0: 0.12937426567077637 (0.10504909202456475) | > loss_disc_real_1: 0.2731535732746124 (0.19237716734409332) | > loss_disc_real_2: 0.3642640709877014 (0.216845566034317) | > loss_disc_real_3: 0.2109953612089157 (0.21963909208774568) | > loss_disc_real_4: 0.21367771923542023 (0.21517543196678163) | > loss_disc_real_5: 0.2151033580303192 (0.21554305672645568) | > loss_0: 2.6248998641967773 (2.4098829936981203) | > loss_gen: 2.161621332168579 (2.172250442504883) | > loss_kl: 3.074514627456665 (2.9482193851470946) | > loss_feat: 7.119118690490723 (6.515995864868164) | > loss_mel: 16.062936782836914 (17.23493270874023) | > loss_duration: 2.4256112575531006 (2.3519774723052977) | > loss_1: 30.843801498413086 (31.223376007080077)  --> STEP: 26 | > loss_disc: 2.580918312072754 (2.416461275174068) | > loss_disc_real_0: 0.06216427683830261 (0.10339967605586235) | > loss_disc_real_1: 0.2049558311700821 (0.19286096210663134) | > loss_disc_real_2: 0.4089938998222351 (0.22423588656462157) | > loss_disc_real_3: 0.1759815216064453 (0.2179599547615418) | > loss_disc_real_4: 0.20234575867652893 (0.2146819829940796) | > loss_disc_real_5: 0.17450763285160065 (0.2139647711928074) | > loss_0: 2.580918312072754 (2.416461275174068) | > loss_gen: 1.9899320602416992 (2.165238197033222) | > loss_kl: 2.402001142501831 (2.9272109911992) | > loss_feat: 14.632302284240723 (6.828161496382493) | > loss_mel: 17.431716918945312 (17.24250133220966) | > loss_duration: 2.2967400550842285 (2.3498529562583337) | > loss_1: 38.75269317626953 (31.51296512897198) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024667611488929163 (+7.785283602200965e-05) | > avg_loss_disc: 2.416461275174068 (+0.03808017877432057) | > avg_loss_disc_real_0: 0.10339967605586235 (-0.037534941417666626) | > avg_loss_disc_real_1: 0.19286096210663134 (-0.0019677206873893738) | > avg_loss_disc_real_2: 0.22423588656462157 (+0.002880954971680283) | > avg_loss_disc_real_3: 0.2179599547615418 (-0.03485768918807683) | > avg_loss_disc_real_4: 0.2146819829940796 (-0.023923492202391983) | > avg_loss_disc_real_5: 0.2139647711928074 (-0.02469760466080448) | > avg_loss_0: 2.416461275174068 (+0.03808017877432057) | > avg_loss_gen: 2.165238197033222 (-0.2313240949924169) | > avg_loss_kl: 2.9272109911992 (-0.046631556290846365) | > avg_loss_feat: 6.828161496382493 (+0.07130316587594798) | > avg_loss_mel: 17.24250133220966 (+0.01893469003530157) | > avg_loss_duration: 2.3498529562583337 (+0.022098623789274185) | > avg_loss_1: 31.51296512897198 (-0.16561918992262648)  > EPOCH: 673/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:55:27)   --> TIME: 2024-06-11 20:55:32 -- STEP: 9/330 -- GLOBAL_STEP: 310100 | > loss_disc: 2.435663938522339 (2.351543426513672) | > loss_disc_real_0: 0.08687600493431091 (0.10579149797558784) | > loss_disc_real_1: 0.20611459016799927 (0.19590307109885746) | > loss_disc_real_2: 0.22244161367416382 (0.20685001545482212) | > loss_disc_real_3: 0.22980351746082306 (0.2296290530098809) | > loss_disc_real_4: 0.24011445045471191 (0.22991837726698983) | > loss_disc_real_5: 0.21933044493198395 (0.23142901890807682) | > loss_0: 2.435663938522339 (2.351543426513672) | > grad_norm_0: tensor(5.5822, device='cuda:0') (tensor(7.4644, device='cuda:0')) | > loss_gen: 2.5374860763549805 (2.458649688296848) | > loss_kl: 1.8248472213745117 (1.9445156786176894) | > loss_feat: 6.5257110595703125 (6.481175793541802) | > loss_mel: 18.225215911865234 (17.741453170776367) | > loss_duration: 2.058012008666992 (2.12311061223348) | > loss_1: 31.171274185180664 (30.748904758029514) | > grad_norm_1: tensor(58.2925, device='cuda:0') (tensor(66.4681, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3484 (0.37211857901679146) | > loader_time: 0.0027 (0.0032598707411024305)  --> TIME: 2024-06-11 20:55:41 -- STEP: 34/330 -- GLOBAL_STEP: 310125 | > loss_disc: 2.437180280685425 (2.3645412431043735) | > loss_disc_real_0: 0.1181461364030838 (0.10975725400973768) | > loss_disc_real_1: 0.16539877653121948 (0.19904466411646674) | > loss_disc_real_2: 0.19850380718708038 (0.21512351798660614) | > loss_disc_real_3: 0.2336442917585373 (0.22793787454857545) | > loss_disc_real_4: 0.24880869686603546 (0.2323503143647138) | > loss_disc_real_5: 0.2634696662425995 (0.22559073698871276) | > loss_0: 2.437180280685425 (2.3645412431043735) | > grad_norm_0: tensor(5.9692, device='cuda:0') (tensor(10.1834, device='cuda:0')) | > loss_gen: 2.4101805686950684 (2.4745830788331875) | > loss_kl: 2.179495334625244 (1.9364120644681595) | > loss_feat: 6.693586826324463 (6.814806250964894) | > loss_mel: 17.559860229492188 (17.670919306137982) | > loss_duration: 2.015251636505127 (2.020671448286842) | > loss_1: 30.858373641967773 (30.917392169728) | > grad_norm_1: tensor(160.9922, device='cuda:0') (tensor(87.0113, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.36 (0.36582427866318645) | > loader_time: 0.0031 (0.0034162156722124886)  --> TIME: 2024-06-11 20:55:50 -- STEP: 59/330 -- GLOBAL_STEP: 310150 | > loss_disc: 2.4094796180725098 (2.37054247371221) | > loss_disc_real_0: 0.11131998896598816 (0.1098922410253751) | > loss_disc_real_1: 0.2192973643541336 (0.1999846838288388) | > loss_disc_real_2: 0.191255122423172 (0.2130547569969953) | > loss_disc_real_3: 0.24348343908786774 (0.22932930518004854) | > loss_disc_real_4: 0.23286975920200348 (0.23321480114581222) | > loss_disc_real_5: 0.23121416568756104 (0.22622295203855483) | > loss_0: 2.4094796180725098 (2.37054247371221) | > grad_norm_0: tensor(10.1774, device='cuda:0') (tensor(10.0274, device='cuda:0')) | > loss_gen: 2.4932847023010254 (2.4656454021647836) | > loss_kl: 1.9058828353881836 (1.9350204285928758) | > loss_feat: 6.661792278289795 (6.9100137645915405) | > loss_mel: 16.338214874267578 (17.585450382555948) | > loss_duration: 1.9610278606414795 (2.0017010721109676) | > loss_1: 29.360200881958008 (30.89783102779065) | > grad_norm_1: tensor(62.5026, device='cuda:0') (tensor(98.4270, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3783 (0.3644081697625629) | > loader_time: 0.0034 (0.003476138842307915)  --> TIME: 2024-06-11 20:56:00 -- STEP: 84/330 -- GLOBAL_STEP: 310175 | > loss_disc: 2.3304686546325684 (2.3690724344480607) | > loss_disc_real_0: 0.12678280472755432 (0.11149488371752557) | > loss_disc_real_1: 0.19018375873565674 (0.19999175944498607) | > loss_disc_real_2: 0.21504634618759155 (0.21376833355142957) | > loss_disc_real_3: 0.22452226281166077 (0.2282955962277594) | > loss_disc_real_4: 0.2446528971195221 (0.23209212330125628) | > loss_disc_real_5: 0.25081101059913635 (0.2254556557607083) | > loss_0: 2.3304686546325684 (2.3690724344480607) | > grad_norm_0: tensor(5.5014, device='cuda:0') (tensor(9.9909, device='cuda:0')) | > loss_gen: 2.4607369899749756 (2.467872812634422) | > loss_kl: 2.0976908206939697 (1.9535507573967887) | > loss_feat: 6.312132835388184 (6.966871448925564) | > loss_mel: 17.682945251464844 (17.569728805905307) | > loss_duration: 2.0308899879455566 (1.9947415874117898) | > loss_1: 30.584396362304688 (30.952765373956588) | > grad_norm_1: tensor(47.2114, device='cuda:0') (tensor(89.3865, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3684 (0.3651542209443591) | > loader_time: 0.0043 (0.003569946402595157)  --> TIME: 2024-06-11 20:56:09 -- STEP: 109/330 -- GLOBAL_STEP: 310200 | > loss_disc: 2.3874738216400146 (2.36497025971019) | > loss_disc_real_0: 0.14032712578773499 (0.11333023401301935) | > loss_disc_real_1: 0.23680108785629272 (0.1995198898906008) | > loss_disc_real_2: 0.20213617384433746 (0.2122298125006737) | > loss_disc_real_3: 0.20214000344276428 (0.2286375851259319) | > loss_disc_real_4: 0.2126828283071518 (0.2311327182645098) | > loss_disc_real_5: 0.20226643979549408 (0.22384323863261338) | > loss_0: 2.3874738216400146 (2.36497025971019) | > grad_norm_0: tensor(7.1323, device='cuda:0') (tensor(9.9860, device='cuda:0')) | > loss_gen: 2.3517613410949707 (2.4730561567009044) | > loss_kl: 2.0891952514648438 (1.9549765718092613) | > loss_feat: 6.932849407196045 (6.984439123661146) | > loss_mel: 18.018535614013672 (17.53516408937787) | > loss_duration: 1.9474430084228516 (1.9967878214809873) | > loss_1: 31.339784622192383 (30.944423763030166) | > grad_norm_1: tensor(46.8648, device='cuda:0') (tensor(89.9101, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3568 (0.36556179807820444) | > loader_time: 0.0036 (0.0036584587272154084)  --> TIME: 2024-06-11 20:56:19 -- STEP: 134/330 -- GLOBAL_STEP: 310225 | > loss_disc: 2.346501111984253 (2.370869065398601) | > loss_disc_real_0: 0.12309349328279495 (0.114741961124228) | > loss_disc_real_1: 0.18140725791454315 (0.19982918830060248) | > loss_disc_real_2: 0.2397286742925644 (0.21294787559491485) | > loss_disc_real_3: 0.20543146133422852 (0.22876985359992555) | > loss_disc_real_4: 0.22436004877090454 (0.23082361025596732) | > loss_disc_real_5: 0.23956894874572754 (0.22400206472001857) | > loss_0: 2.346501111984253 (2.370869065398601) | > grad_norm_0: tensor(9.2757, device='cuda:0') (tensor(10.4609, device='cuda:0')) | > loss_gen: 2.620388984680176 (2.469112639996543) | > loss_kl: 1.9712178707122803 (1.9585648846270434) | > loss_feat: 7.277430534362793 (6.970107434400871) | > loss_mel: 17.602720260620117 (17.57183930411268) | > loss_duration: 2.003093719482422 (2.000250609953012) | > loss_1: 31.474849700927734 (30.969874809037393) | > grad_norm_1: tensor(128.6929, device='cuda:0') (tensor(94.7378, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3624 (0.36620177617713584) | > loader_time: 0.004 (0.00371242281216294)  --> TIME: 2024-06-11 20:56:28 -- STEP: 159/330 -- GLOBAL_STEP: 310250 | > loss_disc: 2.305631637573242 (2.3715233367943918) | > loss_disc_real_0: 0.1089911013841629 (0.11597439131271914) | > loss_disc_real_1: 0.17024926841259003 (0.1994580111975939) | > loss_disc_real_2: 0.18962803483009338 (0.21275900538612458) | > loss_disc_real_3: 0.2184053361415863 (0.22870967785517374) | > loss_disc_real_4: 0.257926344871521 (0.23145794006263684) | > loss_disc_real_5: 0.24547314643859863 (0.22415332767948415) | > loss_0: 2.305631637573242 (2.3715233367943918) | > grad_norm_0: tensor(16.2816, device='cuda:0') (tensor(10.7912, device='cuda:0')) | > loss_gen: 2.535466194152832 (2.468277782764075) | > loss_kl: 2.2566564083099365 (1.9660807330653352) | > loss_feat: 7.765872478485107 (6.982661580139735) | > loss_mel: 17.681608200073242 (17.55370106487154) | > loss_duration: 2.0277724266052246 (2.003995893886254) | > loss_1: 32.267372131347656 (30.974717002244866) | > grad_norm_1: tensor(265.5588, device='cuda:0') (tensor(102.8184, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3683 (0.36815886827384914) | > loader_time: 0.0045 (0.003804746663795327)  --> TIME: 2024-06-11 20:56:38 -- STEP: 184/330 -- GLOBAL_STEP: 310275 | > loss_disc: 2.2737531661987305 (2.37287925766862) | > loss_disc_real_0: 0.1176888570189476 (0.11662803926383672) | > loss_disc_real_1: 0.19705212116241455 (0.2000993182477743) | > loss_disc_real_2: 0.2092960625886917 (0.21275371369784288) | > loss_disc_real_3: 0.22606299817562103 (0.22923091709937737) | > loss_disc_real_4: 0.2283448427915573 (0.23138320769952692) | > loss_disc_real_5: 0.214604452252388 (0.2235937858729259) | > loss_0: 2.2737531661987305 (2.37287925766862) | > grad_norm_0: tensor(29.9936, device='cuda:0') (tensor(11.3787, device='cuda:0')) | > loss_gen: 2.522587776184082 (2.4631276765595316) | > loss_kl: 1.9737571477890015 (1.970189088712568) | > loss_feat: 7.376963138580322 (6.959080151889634) | > loss_mel: 17.17736053466797 (17.5219969853111) | > loss_duration: 2.0528392791748047 (2.011426258994184) | > loss_1: 31.103506088256836 (30.925820091496345) | > grad_norm_1: tensor(226.9924, device='cuda:0') (tensor(110.8393, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.4037 (0.3708718639353048) | > loader_time: 0.0043 (0.00389561186666074)  --> TIME: 2024-06-11 20:56:48 -- STEP: 209/330 -- GLOBAL_STEP: 310300 | > loss_disc: 2.4031734466552734 (2.3748780665785496) | > loss_disc_real_0: 0.12068632990121841 (0.11768307426329434) | > loss_disc_real_1: 0.1939975619316101 (0.2004358651535362) | > loss_disc_real_2: 0.18088184297084808 (0.21249393997580238) | > loss_disc_real_3: 0.2353915125131607 (0.22925020319423037) | > loss_disc_real_4: 0.20944087207317352 (0.23106567597275146) | > loss_disc_real_5: 0.18942998349666595 (0.22375454001449513) | > loss_0: 2.4031734466552734 (2.3748780665785496) | > grad_norm_0: tensor(50.7685, device='cuda:0') (tensor(13.1989, device='cuda:0')) | > loss_gen: 2.3668909072875977 (2.4638517165298097) | > loss_kl: 2.2253305912017822 (1.9797794071681192) | > loss_feat: 6.975636959075928 (6.95959886523525) | > loss_mel: 17.62470054626465 (17.48293819153709) | > loss_duration: 2.112379550933838 (2.0196580025567954) | > loss_1: 31.3049373626709 (30.905826148804294) | > grad_norm_1: tensor(423.1406, device='cuda:0') (tensor(136.4344, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.3912 (0.37490875641124677) | > loader_time: 0.0049 (0.00398311432468834)  --> TIME: 2024-06-11 20:56:59 -- STEP: 234/330 -- GLOBAL_STEP: 310325 | > loss_disc: 2.376556396484375 (2.3720223903655997) | > loss_disc_real_0: 0.10468660295009613 (0.11854369078691189) | > loss_disc_real_1: 0.16421853005886078 (0.20049896129430864) | > loss_disc_real_2: 0.2104450911283493 (0.21207692499598882) | > loss_disc_real_3: 0.22349496185779572 (0.2288182817845263) | > loss_disc_real_4: 0.23410126566886902 (0.23058001569703093) | > loss_disc_real_5: 0.2343808114528656 (0.22340323177413043) | > loss_0: 2.376556396484375 (2.3720223903655997) | > grad_norm_0: tensor(51.9477, device='cuda:0') (tensor(15.7403, device='cuda:0')) | > loss_gen: 2.456679105758667 (2.4749859418624487) | > loss_kl: 1.990566611289978 (1.9838021703255482) | > loss_feat: 7.068702697753906 (6.981922308603922) | > loss_mel: 16.580760955810547 (17.451526951586082) | > loss_duration: 2.1049842834472656 (2.028480881809171) | > loss_1: 30.201692581176758 (30.92071820120526) | > grad_norm_1: tensor(375.2391, device='cuda:0') (tensor(165.8999, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.4099 (0.37804618350461006) | > loader_time: 0.0056 (0.004109608821379832)  --> TIME: 2024-06-11 20:57:10 -- STEP: 259/330 -- GLOBAL_STEP: 310350 | > loss_disc: 2.28315806388855 (2.3739445163476414) | > loss_disc_real_0: 0.07880830019712448 (0.11872290189892169) | > loss_disc_real_1: 0.19458068907260895 (0.20056186219439998) | > loss_disc_real_2: 0.2023102194070816 (0.21265178539117788) | > loss_disc_real_3: 0.2147034853696823 (0.22933133682919285) | > loss_disc_real_4: 0.2228941172361374 (0.23086401987029778) | > loss_disc_real_5: 0.18476729094982147 (0.223613579703574) | > loss_0: 2.28315806388855 (2.3739445163476414) | > grad_norm_0: tensor(18.2709, device='cuda:0') (tensor(17.7275, device='cuda:0')) | > loss_gen: 2.7088663578033447 (2.486657849610082) | > loss_kl: 1.949160099029541 (1.9881624149079489) | > loss_feat: 8.259778022766113 (7.018417888626628) | > loss_mel: 17.64504623413086 (17.417337373416856) | > loss_duration: 2.1447911262512207 (2.0364646317876) | > loss_1: 32.7076416015625 (30.9470400791831) | > grad_norm_1: tensor(432.1496, device='cuda:0') (tensor(187.9546, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.4197 (0.3819202290538656) | > loader_time: 0.0057 (0.004229710369036464)  --> TIME: 2024-06-11 20:57:21 -- STEP: 284/330 -- GLOBAL_STEP: 310375 | > loss_disc: 2.4339981079101562 (2.3791391925072998) | > loss_disc_real_0: 0.13291257619857788 (0.12033865101058298) | > loss_disc_real_1: 0.2277970165014267 (0.20124003821065722) | > loss_disc_real_2: 0.21629726886749268 (0.21310113155296154) | > loss_disc_real_3: 0.2531493902206421 (0.229637691305137) | > loss_disc_real_4: 0.23570303618907928 (0.23081635416183674) | > loss_disc_real_5: 0.2350287288427353 (0.22355684024137512) | > loss_0: 2.4339981079101562 (2.3791391925072998) | > grad_norm_0: tensor(59.9333, device='cuda:0') (tensor(20.5028, device='cuda:0')) | > loss_gen: 2.556105613708496 (2.4842939586706563) | > loss_kl: 1.9784331321716309 (1.9946004559456463) | > loss_feat: 7.038320541381836 (7.01156545189065) | > loss_mel: 16.8361759185791 (17.362534220789517) | > loss_duration: 2.1493375301361084 (2.0462106688761392) | > loss_1: 30.558372497558594 (30.899204677259412) | > grad_norm_1: tensor(376.1945, device='cuda:0') (tensor(213.0000, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.4508 (0.38773724310834645) | > loader_time: 0.007 (0.004409633891683227)  --> TIME: 2024-06-11 20:57:33 -- STEP: 309/330 -- GLOBAL_STEP: 310400 | > loss_disc: 2.4275777339935303 (2.3805298712647067) | > loss_disc_real_0: 0.15400543808937073 (0.12149171317809994) | > loss_disc_real_1: 0.20985284447669983 (0.2012207190774405) | > loss_disc_real_2: 0.2110467553138733 (0.21271299028280868) | > loss_disc_real_3: 0.25142985582351685 (0.22970599452075835) | > loss_disc_real_4: 0.26333847641944885 (0.23099121721431276) | > loss_disc_real_5: 0.2647151052951813 (0.22364432338179122) | > loss_0: 2.4275777339935303 (2.3805298712647067) | > grad_norm_0: tensor(14.3156, device='cuda:0') (tensor(20.8477, device='cuda:0')) | > loss_gen: 2.6206133365631104 (2.479737103564069) | > loss_kl: 1.9777991771697998 (2.0002323381337535) | > loss_feat: 7.811261177062988 (7.013866527952422) | > loss_mel: 17.006103515625 (17.30335521389365) | > loss_duration: 2.236687183380127 (2.057863467333773) | > loss_1: 31.652463912963867 (30.855054546714207) | > grad_norm_1: tensor(299.0378, device='cuda:0') (tensor(219.6769, device='cuda:0')) | > current_lr_0: 0.00018386230007756072 | > current_lr_1: 0.00018386230007756072 | > step_time: 0.4976 (0.3956696516487593) | > loader_time: 0.0071 (0.004625998654411833)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3974790573120117 (2.3974790573120117) | > loss_disc_real_0: 0.179099440574646 (0.179099440574646) | > loss_disc_real_1: 0.23032641410827637 (0.23032641410827637) | > loss_disc_real_2: 0.33171242475509644 (0.33171242475509644) | > loss_disc_real_3: 0.24053840339183807 (0.24053840339183807) | > loss_disc_real_4: 0.25924351811408997 (0.25924351811408997) | > loss_disc_real_5: 0.2652570605278015 (0.2652570605278015) | > loss_0: 2.3974790573120117 (2.3974790573120117) | > loss_gen: 2.651423454284668 (2.651423454284668) | > loss_kl: 2.7530152797698975 (2.7530152797698975) | > loss_feat: 7.144201755523682 (7.144201755523682) | > loss_mel: 17.522418975830078 (17.522418975830078) | > loss_duration: 2.9941790103912354 (2.9941790103912354) | > loss_1: 33.06523895263672 (33.06523895263672)  --> STEP: 1 | > loss_disc: 2.381686210632324 (2.381686210632324) | > loss_disc_real_0: 0.07457136362791061 (0.07457136362791061) | > loss_disc_real_1: 0.11171194911003113 (0.11171194911003113) | > loss_disc_real_2: 0.16203388571739197 (0.16203388571739197) | > loss_disc_real_3: 0.24178269505500793 (0.24178269505500793) | > loss_disc_real_4: 0.23152519762516022 (0.23152519762516022) | > loss_disc_real_5: 0.2630919814109802 (0.2630919814109802) | > loss_0: 2.381686210632324 (2.381686210632324) | > loss_gen: 2.3005292415618896 (2.3005292415618896) | > loss_kl: 2.6440343856811523 (2.6440343856811523) | > loss_feat: 7.718493938446045 (7.718493938446045) | > loss_mel: 18.863313674926758 (18.863313674926758) | > loss_duration: 2.449291229248047 (2.449291229248047) | > loss_1: 33.97566223144531 (33.97566223144531)  --> STEP: 2 | > loss_disc: 2.1087169647216797 (2.245201587677002) | > loss_disc_real_0: 0.09809491038322449 (0.08633313700556755) | > loss_disc_real_1: 0.18743759393692017 (0.14957477152347565) | > loss_disc_real_2: 0.1667792648077011 (0.16440657526254654) | > loss_disc_real_3: 0.20395880937576294 (0.22287075221538544) | > loss_disc_real_4: 0.14312556385993958 (0.1873253807425499) | > loss_disc_real_5: 0.14553487300872803 (0.20431342720985413) | > loss_0: 2.1087169647216797 (2.245201587677002) | > loss_gen: 2.4250340461730957 (2.3627816438674927) | > loss_kl: 2.8650927543640137 (2.754563570022583) | > loss_feat: 7.11220645904541 (7.4153501987457275) | > loss_mel: 18.348159790039062 (18.60573673248291) | > loss_duration: 2.5272138118743896 (2.4882525205612183) | > loss_1: 33.277706146240234 (33.62668418884277)  --> STEP: 3 | > loss_disc: 2.355929374694824 (2.282110850016276) | > loss_disc_real_0: 0.10680500417947769 (0.09315709273020427) | > loss_disc_real_1: 0.15475478768348694 (0.15130144357681274) | > loss_disc_real_2: 0.16728700697422028 (0.16536671916643778) | > loss_disc_real_3: 0.22276727855205536 (0.22283626099427542) | > loss_disc_real_4: 0.2084372341632843 (0.19436266521612802) | > loss_disc_real_5: 0.24622775614261627 (0.2182848701874415) | > loss_0: 2.355929374694824 (2.282110850016276) | > loss_gen: 2.1202552318573 (2.2819395065307617) | > loss_kl: 4.637455463409424 (3.38219420115153) | > loss_feat: 6.618447303771973 (7.149715900421143) | > loss_mel: 17.069665908813477 (18.093713124593098) | > loss_duration: 2.326709270477295 (2.4344047705332437) | > loss_1: 32.77253341674805 (33.341967264811196)  --> STEP: 4 | > loss_disc: 2.5816307067871094 (2.3569908142089844) | > loss_disc_real_0: 0.0840701162815094 (0.09088534861803055) | > loss_disc_real_1: 0.16670182347297668 (0.15515153855085373) | > loss_disc_real_2: 0.2477964162826538 (0.1859741434454918) | > loss_disc_real_3: 0.2591670751571655 (0.23191896453499794) | > loss_disc_real_4: 0.27359089255332947 (0.2141697220504284) | > loss_disc_real_5: 0.25745150446891785 (0.2280765287578106) | > loss_0: 2.5816307067871094 (2.3569908142089844) | > loss_gen: 1.949535846710205 (2.1988385915756226) | > loss_kl: 3.76987624168396 (3.4791147112846375) | > loss_feat: 4.405505180358887 (6.463663220405579) | > loss_mel: 18.197174072265625 (18.11957836151123) | > loss_duration: 2.3443095684051514 (2.4118809700012207) | > loss_1: 30.666399002075195 (32.6730751991272)  --> STEP: 5 | > loss_disc: 2.40129017829895 (2.3658506870269775) | > loss_disc_real_0: 0.11577600985765457 (0.09586348086595535) | > loss_disc_real_1: 0.12259557843208313 (0.14864034652709962) | > loss_disc_real_2: 0.22610200941562653 (0.19399971663951873) | > loss_disc_real_3: 0.20579591393470764 (0.22669435441493987) | > loss_disc_real_4: 0.23066973686218262 (0.21746972501277922) | > loss_disc_real_5: 0.2379831224679947 (0.23005784749984742) | > loss_0: 2.40129017829895 (2.3658506870269775) | > loss_gen: 2.1292171478271484 (2.184914302825928) | > loss_kl: 2.7804110050201416 (3.339373970031738) | > loss_feat: 4.624668121337891 (6.095864200592041) | > loss_mel: 16.012908935546875 (17.698244476318358) | > loss_duration: 2.353527069091797 (2.4002101898193358) | > loss_1: 27.900732040405273 (31.718606567382814)  --> STEP: 6 | > loss_disc: 2.271559238433838 (2.3501354455947876) | > loss_disc_real_0: 0.07384690642356873 (0.09219405179222424) | > loss_disc_real_1: 0.15281236171722412 (0.14933568239212036) | > loss_disc_real_2: 0.17896592617034912 (0.19149408489465714) | > loss_disc_real_3: 0.21655164659023285 (0.22500390311082205) | > loss_disc_real_4: 0.20000861585140228 (0.21455954015254974) | > loss_disc_real_5: 0.16750819981098175 (0.2196329062183698) | > loss_0: 2.271559238433838 (2.3501354455947876) | > loss_gen: 2.1770782470703125 (2.183608293533325) | > loss_kl: 2.6784253120422363 (3.2292158603668213) | > loss_feat: 5.980769634246826 (6.076681772867839) | > loss_mel: 17.852771759033203 (17.7239990234375) | > loss_duration: 2.2178735733032227 (2.369820753733317) | > loss_1: 30.906917572021484 (31.583325068155926)  --> STEP: 7 | > loss_disc: 2.5679588317871094 (2.3812530721936906) | > loss_disc_real_0: 0.10221261531114578 (0.09362527515207018) | > loss_disc_real_1: 0.178541362285614 (0.15350792237690516) | > loss_disc_real_2: 0.2568884789943695 (0.20083614119461604) | > loss_disc_real_3: 0.2876019775867462 (0.2339464851788112) | > loss_disc_real_4: 0.242501363158226 (0.21855122915336064) | > loss_disc_real_5: 0.21936409175395966 (0.2195945041520255) | > loss_0: 2.5679588317871094 (2.3812530721936906) | > loss_gen: 2.1122238636016846 (2.1734105178288052) | > loss_kl: 4.182834148406982 (3.3654470443725586) | > loss_feat: 5.930197715759277 (6.055755478995187) | > loss_mel: 15.916449546813965 (17.46577766963414) | > loss_duration: 2.4213900566101074 (2.37718779700143) | > loss_1: 30.563095092773438 (31.437577928815568)  --> STEP: 8 | > loss_disc: 2.3048558235168457 (2.371703416109085) | > loss_disc_real_0: 0.14267794787883759 (0.09975685924291611) | > loss_disc_real_1: 0.10985130816698074 (0.14805084560066462) | > loss_disc_real_2: 0.2369450479745865 (0.20534975454211235) | > loss_disc_real_3: 0.19252045452594757 (0.22876823134720325) | > loss_disc_real_4: 0.2673901915550232 (0.22465609945356846) | > loss_disc_real_5: 0.299602210521698 (0.22959546744823456) | > loss_0: 2.3048558235168457 (2.371703416109085) | > loss_gen: 2.5270092487335205 (2.2176103591918945) | > loss_kl: 3.342742443084717 (3.3626089692115784) | > loss_feat: 11.063847541809082 (6.681766986846924) | > loss_mel: 19.760761260986328 (17.75265061855316) | > loss_duration: 2.210620403289795 (2.3563668727874756) | > loss_1: 38.90497970581055 (32.37100315093994)  --> STEP: 9 | > loss_disc: 2.3760476112365723 (2.3721861044565835) | > loss_disc_real_0: 0.10708855837583542 (0.10057149247990714) | > loss_disc_real_1: 0.14961890876293182 (0.14822507484091652) | > loss_disc_real_2: 0.2272399216890335 (0.2077819953362147) | > loss_disc_real_3: 0.2267664670944214 (0.22854581309689415) | > loss_disc_real_4: 0.19438202679157257 (0.22129231360223559) | > loss_disc_real_5: 0.17787151038646698 (0.22384836110803816) | > loss_0: 2.3760476112365723 (2.3721861044565835) | > loss_gen: 2.171346664428711 (2.212469948662652) | > loss_kl: 2.7504665851593018 (3.2945931487613254) | > loss_feat: 9.289778709411621 (6.97154606713189) | > loss_mel: 19.453590393066406 (17.941643926832413) | > loss_duration: 2.1249685287475586 (2.3306559456719294) | > loss_1: 35.79015350341797 (32.75090874565972)  --> STEP: 10 | > loss_disc: 2.2586255073547363 (2.360830044746399) | > loss_disc_real_0: 0.07227793335914612 (0.09774213656783104) | > loss_disc_real_1: 0.18879394233226776 (0.15228196159005164) | > loss_disc_real_2: 0.20491716265678406 (0.20749551206827163) | > loss_disc_real_3: 0.2487848699092865 (0.2305697187781334) | > loss_disc_real_4: 0.1483791023492813 (0.21400099247694016) | > loss_disc_real_5: 0.15032757818698883 (0.21649628281593322) | > loss_0: 2.2586255073547363 (2.360830044746399) | > loss_gen: 2.155688524246216 (2.206791806221008) | > loss_kl: 2.8974452018737793 (3.254878354072571) | > loss_feat: 8.11956787109375 (7.086348247528076) | > loss_mel: 18.01735496520996 (17.949215030670167) | > loss_duration: 2.294217348098755 (2.3270120859146117) | > loss_1: 33.484275817871094 (32.82424545288086)  --> STEP: 11 | > loss_disc: 2.3670170307159424 (2.3613924980163574) | > loss_disc_real_0: 0.06428906321525574 (0.09470094808123329) | > loss_disc_real_1: 0.09098571538925171 (0.14670957557179712) | > loss_disc_real_2: 0.22262708842754364 (0.20887110991911453) | > loss_disc_real_3: 0.22033841907978058 (0.22963960062373767) | > loss_disc_real_4: 0.2734296917915344 (0.21940360150553964) | > loss_disc_real_5: 0.29770079255104065 (0.22387851097367026) | > loss_0: 2.3670170307159424 (2.3613924980163574) | > loss_gen: 2.195173978805542 (2.2057356400923296) | > loss_kl: 3.7405941486358643 (3.2990343353965064) | > loss_feat: 7.7380757331848145 (7.145596200769598) | > loss_mel: 18.969482421875 (18.04196661168879) | > loss_duration: 2.537384033203125 (2.3461368083953857) | > loss_1: 35.18070983886719 (33.038469487970524)  --> STEP: 12 | > loss_disc: 2.4851903915405273 (2.3717089891433716) | > loss_disc_real_0: 0.07609713077545166 (0.09315062997241814) | > loss_disc_real_1: 0.21182382106781006 (0.15213576269646487) | > loss_disc_real_2: 0.3705877661705017 (0.22234749794006348) | > loss_disc_real_3: 0.28884297609329224 (0.23457321524620056) | > loss_disc_real_4: 0.2526274621486664 (0.22217225655913353) | > loss_disc_real_5: 0.22330127656459808 (0.22383040810624757) | > loss_0: 2.4851903915405273 (2.3717089891433716) | > loss_gen: 2.4231059551239014 (2.223849833011627) | > loss_kl: 2.9643423557281494 (3.2711433370908103) | > loss_feat: 5.362067222595215 (6.996968785921733) | > loss_mel: 16.124515533447266 (17.88217902183533) | > loss_duration: 2.2936792373657227 (2.341765344142914) | > loss_1: 29.167709350585938 (32.71590614318848)  --> STEP: 13 | > loss_disc: 2.6772303581237793 (2.395210632911095) | > loss_disc_real_0: 0.10512249171733856 (0.0940715424143351) | > loss_disc_real_1: 0.15173600614070892 (0.15210501219217593) | > loss_disc_real_2: 0.20466217398643494 (0.22098708840516898) | > loss_disc_real_3: 0.2945671081542969 (0.2391881300852849) | > loss_disc_real_4: 0.22800086438655853 (0.222620611007397) | > loss_disc_real_5: 0.2503522038459778 (0.225870546240073) | > loss_0: 2.6772303581237793 (2.395210632911095) | > loss_gen: 1.9198355674743652 (2.2004641202779918) | > loss_kl: 3.1090681552886963 (3.2586760154137244) | > loss_feat: 5.096408843994141 (6.850771867311918) | > loss_mel: 15.990936279296875 (17.736698810870834) | > loss_duration: 2.2462973594665527 (2.3344216530139628) | > loss_1: 28.362546920776367 (32.38103235684908)  --> STEP: 14 | > loss_disc: 2.4147982597351074 (2.39660974911281) | > loss_disc_real_0: 0.09659987688064575 (0.09425213773335729) | > loss_disc_real_1: 0.19749850034713745 (0.1553474042032446) | > loss_disc_real_2: 0.2473510503768921 (0.22287022854600633) | > loss_disc_real_3: 0.22813406586647034 (0.2383985540696553) | > loss_disc_real_4: 0.20118287205696106 (0.22108934393950871) | > loss_disc_real_5: 0.15761707723140717 (0.22099529845373972) | > loss_0: 2.4147982597351074 (2.39660974911281) | > loss_gen: 2.146244525909424 (2.1965912921088084) | > loss_kl: 3.3046281337738037 (3.2619583095823015) | > loss_feat: 7.9688310623168945 (6.9306332383837015) | > loss_mel: 19.120071411132812 (17.835511139460976) | > loss_duration: 2.366584062576294 (2.336718967982701) | > loss_1: 34.9063606262207 (32.561412947518484)  --> STEP: 15 | > loss_disc: 2.2645161151885986 (2.3878035068511965) | > loss_disc_real_0: 0.05994986370205879 (0.09196531946460405) | > loss_disc_real_1: 0.1679551750421524 (0.1561879222591718) | > loss_disc_real_2: 0.255215585231781 (0.22502658565839131) | > loss_disc_real_3: 0.1789543330669403 (0.2344356060028076) | > loss_disc_real_4: 0.1614716500043869 (0.21711483101050058) | > loss_disc_real_5: 0.20092089474201202 (0.21965700487295786) | > loss_0: 2.2645161151885986 (2.3878035068511965) | > loss_gen: 2.27309513092041 (2.2016915480295816) | > loss_kl: 3.2777340412139893 (3.263010025024414) | > loss_feat: 8.654803276062012 (7.045577907562256) | > loss_mel: 17.506765365600586 (17.81359475453695) | > loss_duration: 2.38076114654541 (2.339655113220215) | > loss_1: 34.09315872192383 (32.66352933247884)  --> STEP: 16 | > loss_disc: 2.711677074432373 (2.40804560482502) | > loss_disc_real_0: 0.2102561742067337 (0.09935849788598716) | > loss_disc_real_1: 0.23720596730709076 (0.16125155007466674) | > loss_disc_real_2: 0.2278372198343277 (0.22520225029438734) | > loss_disc_real_3: 0.2917060852050781 (0.23801501095294952) | > loss_disc_real_4: 0.23803183436393738 (0.2184221437200904) | > loss_disc_real_5: 0.3103150427341461 (0.22532313223928213) | > loss_0: 2.711677074432373 (2.40804560482502) | > loss_gen: 2.2072486877441406 (2.2020388692617416) | > loss_kl: 3.467560291290283 (3.275794416666031) | > loss_feat: 5.643355846405029 (6.957939028739929) | > loss_mel: 15.746232986450195 (17.684384644031528) | > loss_duration: 2.352607488632202 (2.340464636683464) | > loss_1: 29.41700553894043 (32.46062159538269)  --> STEP: 17 | > loss_disc: 2.493628740310669 (2.413079906912411) | > loss_disc_real_0: 0.10244382917881012 (0.09953998796203557) | > loss_disc_real_1: 0.16960114240646362 (0.16174270256477244) | > loss_disc_real_2: 0.19053266942501068 (0.22316286318442402) | > loss_disc_real_3: 0.2628759443759918 (0.23947741880136378) | > loss_disc_real_4: 0.2587912082672119 (0.22079679457580342) | > loss_disc_real_5: 0.3049047887325287 (0.23000440615064957) | > loss_0: 2.493628740310669 (2.413079906912411) | > loss_gen: 2.1349189281463623 (2.198090637431425) | > loss_kl: 2.9241888523101807 (3.2551117364098046) | > loss_feat: 7.428864479064941 (6.985640525817871) | > loss_mel: 17.665403366088867 (17.683268098270194) | > loss_duration: 2.4565138816833496 (2.3472910628599277) | > loss_1: 32.609886169433594 (32.46940186444451)  --> STEP: 18 | > loss_disc: 2.237738847732544 (2.403338736957974) | > loss_disc_real_0: 0.05268397927284241 (0.09693687636819151) | > loss_disc_real_1: 0.1935804784297943 (0.163511467890607) | > loss_disc_real_2: 0.17985890805721283 (0.22075708789957893) | > loss_disc_real_3: 0.2918570935726166 (0.24238740073310006) | > loss_disc_real_4: 0.2945442199707031 (0.22489387376440895) | > loss_disc_real_5: 0.2889898419380188 (0.23328137480550343) | > loss_0: 2.237738847732544 (2.403338736957974) | > loss_gen: 2.764866590499878 (2.2295781903796725) | > loss_kl: 2.7885191440582275 (3.2291899257236056) | > loss_feat: 9.26097583770752 (7.112048043145074) | > loss_mel: 19.89634132385254 (17.806216610802547) | > loss_duration: 2.309692144393921 (2.345202234056261) | > loss_1: 37.02039337158203 (32.72223472595215)  --> STEP: 19 | > loss_disc: 2.390458822250366 (2.402660846710205) | > loss_disc_real_0: 0.08667057752609253 (0.0963965448501863) | > loss_disc_real_1: 0.16136173903942108 (0.16339832426686035) | > loss_disc_real_2: 0.23783127963542938 (0.22165572956988686) | > loss_disc_real_3: 0.22751156985759735 (0.24160446226596832) | > loss_disc_real_4: 0.25890764594078064 (0.22668407230000748) | > loss_disc_real_5: 0.2849525809288025 (0.2360009119698876) | > loss_0: 2.390458822250366 (2.402660846710205) | > loss_gen: 2.2439205646514893 (2.2303330521834526) | > loss_kl: 2.1936819553375244 (3.174689506229601) | > loss_feat: 6.294378280639648 (7.069012792486894) | > loss_mel: 17.10488510131836 (17.769304426092855) | > loss_duration: 2.3519325256347656 (2.345556459928814) | > loss_1: 30.188798904418945 (32.588895998503034)  --> STEP: 20 | > loss_disc: 2.7743630409240723 (2.4212459564208983) | > loss_disc_real_0: 0.09625905752182007 (0.09638967048376798) | > loss_disc_real_1: 0.169942706823349 (0.16372554339468479) | > loss_disc_real_2: 0.2542994022369385 (0.22328791320323943) | > loss_disc_real_3: 0.2704431414604187 (0.24304639622569085) | > loss_disc_real_4: 0.3106333613395691 (0.23088153675198556) | > loss_disc_real_5: 0.24576963484287262 (0.23648934811353683) | > loss_0: 2.7743630409240723 (2.4212459564208983) | > loss_gen: 1.852388620376587 (2.211435830593109) | > loss_kl: 2.1657052040100098 (3.124240291118622) | > loss_feat: 4.387571334838867 (6.9349407196044925) | > loss_mel: 15.823604583740234 (17.672019433975226) | > loss_duration: 2.3045313358306885 (2.3435052037239075) | > loss_1: 26.53380012512207 (32.28614120483398)  --> STEP: 21 | > loss_disc: 2.2635276317596436 (2.413735560008458) | > loss_disc_real_0: 0.052236296236515045 (0.09428712885294642) | > loss_disc_real_1: 0.1272287368774414 (0.16198760022719702) | > loss_disc_real_2: 0.15930812060832977 (0.22024125641300565) | > loss_disc_real_3: 0.23049364984035492 (0.2424486463978177) | > loss_disc_real_4: 0.26270461082458496 (0.23239692123163314) | > loss_disc_real_5: 0.23786023259162903 (0.23655462832677931) | > loss_0: 2.2635276317596436 (2.413735560008458) | > loss_gen: 2.1434988975524902 (2.208200738543556) | > loss_kl: 3.2371294498443604 (3.129615965343657) | > loss_feat: 5.900505065917969 (6.885681878952753) | > loss_mel: 18.60805892944336 (17.716592743283233) | > loss_duration: 2.166987895965576 (2.3350996176401773) | > loss_1: 32.05617904663086 (32.27519062587193)  --> STEP: 22 | > loss_disc: 2.491962432861328 (2.4172913269563154) | > loss_disc_real_0: 0.10758703947067261 (0.09489167024466125) | > loss_disc_real_1: 0.17117437720298767 (0.16240518099882387) | > loss_disc_real_2: 0.18853722512722015 (0.2188001640818336) | > loss_disc_real_3: 0.21711380779743195 (0.2412970628250729) | > loss_disc_real_4: 0.2545687258243561 (0.23340473053130237) | > loss_disc_real_5: 0.2206237018108368 (0.2358304953033274) | > loss_0: 2.491962432861328 (2.4172913269563154) | > loss_gen: 1.9720525741577148 (2.197466731071472) | > loss_kl: 2.4288828372955322 (3.0977644595232876) | > loss_feat: 6.034224987030029 (6.846979292956266) | > loss_mel: 18.168407440185547 (17.73712977496061) | > loss_duration: 2.1986377239227295 (2.3288968042893843) | > loss_1: 30.80220603942871 (32.208236781033605)  --> STEP: 23 | > loss_disc: 2.515359878540039 (2.421555177025173) | > loss_disc_real_0: 0.18301060795783997 (0.09872292840610379) | > loss_disc_real_1: 0.23173418641090393 (0.16541948558195776) | > loss_disc_real_2: 0.25036224722862244 (0.22017242856647656) | > loss_disc_real_3: 0.2677896022796631 (0.2424489123665768) | > loss_disc_real_4: 0.2582526206970215 (0.2344850735819858) | > loss_disc_real_5: 0.2454039305448532 (0.23624673161817633) | > loss_0: 2.515359878540039 (2.421555177025173) | > loss_gen: 2.2858872413635254 (2.20131110108417) | > loss_kl: 2.797093391418457 (3.084691804388295) | > loss_feat: 5.879882335662842 (6.804931599160899) | > loss_mel: 16.283727645874023 (17.6739383780438) | > loss_duration: 2.29463529586792 (2.327407173488451) | > loss_1: 29.54122543334961 (32.092279765916906)  --> STEP: 24 | > loss_disc: 2.4501395225524902 (2.4227461914221444) | > loss_disc_real_0: 0.06471038609743118 (0.09730573914324243) | > loss_disc_real_1: 0.22193099558353424 (0.16777413183202347) | > loss_disc_real_2: 0.2508740723133087 (0.2214516637225946) | > loss_disc_real_3: 0.3081536889076233 (0.24518661138912043) | > loss_disc_real_4: 0.2397552877664566 (0.2347046658396721) | > loss_disc_real_5: 0.265544056892395 (0.2374674535046021) | > loss_0: 2.4501395225524902 (2.4227461914221444) | > loss_gen: 2.2902841567993164 (2.2050183117389675) | > loss_kl: 2.7403061389923096 (3.070342401663462) | > loss_feat: 6.148077487945557 (6.77756267786026) | > loss_mel: 18.09500503540039 (17.691482822100326) | > loss_duration: 2.435297727584839 (2.3319026132424674) | > loss_1: 31.70897102355957 (32.07630856831869)  --> STEP: 25 | > loss_disc: 2.5506606101989746 (2.4278627681732177) | > loss_disc_real_0: 0.12992478907108307 (0.09861050114035606) | > loss_disc_real_1: 0.10922374576330185 (0.1654321163892746) | > loss_disc_real_2: 0.2588818073272705 (0.2229488694667816) | > loss_disc_real_3: 0.2750067412853241 (0.24637941658496856) | > loss_disc_real_4: 0.2222522795200348 (0.2342065703868866) | > loss_disc_real_5: 0.28049588203430176 (0.2391885906457901) | > loss_0: 2.5506606101989746 (2.4278627681732177) | > loss_gen: 2.035055637359619 (2.1982198047637933) | > loss_kl: 2.8747708797454834 (3.0625195407867434) | > loss_feat: 4.434767246246338 (6.683850860595703) | > loss_mel: 16.073942184448242 (17.626781196594244) | > loss_duration: 2.4119648933410645 (2.335105104446411) | > loss_1: 27.83049964904785 (31.90647621154785)  --> STEP: 26 | > loss_disc: 2.2294952869415283 (2.4202332496643066) | > loss_disc_real_0: 0.11255770921707153 (0.09914693222022973) | > loss_disc_real_1: 0.10735785216093063 (0.16319849084203059) | > loss_disc_real_2: 0.08545584231615067 (0.21766067611483428) | > loss_disc_real_3: 0.08804057538509369 (0.24028946115420416) | > loss_disc_real_4: 0.09684881567955017 (0.2289235798212198) | > loss_disc_real_5: 0.12980690598487854 (0.2349816027742166) | > loss_0: 2.2294952869415283 (2.4202332496643066) | > loss_gen: 2.049494743347168 (2.192499610093923) | > loss_kl: 2.399482011795044 (3.0370180973639855) | > loss_feat: 16.305526733398438 (7.053915317241962) | > loss_mel: 21.159435272216797 (17.762652507195114) | > loss_duration: 2.296578884124756 (2.333623326741732) | > loss_1: 44.21051788330078 (32.379708583538346) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024077800604013298 (-5.8981088491586505e-05) | > avg_loss_disc: 2.4202332496643066 (+0.0037719744902386942) | > avg_loss_disc_real_0: 0.09914693222022973 (-0.004252743835632622) | > avg_loss_disc_real_1: 0.16319849084203059 (-0.029662471264600754) | > avg_loss_disc_real_2: 0.21766067611483428 (-0.006575210449787289) | > avg_loss_disc_real_3: 0.24028946115420416 (+0.022329506392662346) | > avg_loss_disc_real_4: 0.2289235798212198 (+0.014241596827140213) | > avg_loss_disc_real_5: 0.2349816027742166 (+0.021016831581409184) | > avg_loss_0: 2.4202332496643066 (+0.0037719744902386942) | > avg_loss_gen: 2.192499610093923 (+0.027261413060700956) | > avg_loss_kl: 3.0370180973639855 (+0.1098071061647854) | > avg_loss_feat: 7.053915317241962 (+0.22575382085946938) | > avg_loss_mel: 17.762652507195114 (+0.5201511749854539) | > avg_loss_duration: 2.333623326741732 (-0.016229629516601562) | > avg_loss_1: 32.379708583538346 (+0.8667434545663646)  > EPOCH: 674/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 20:58:04)   --> TIME: 2024-06-11 20:58:06 -- STEP: 4/330 -- GLOBAL_STEP: 310425 | > loss_disc: 2.3738598823547363 (2.3830283284187317) | > loss_disc_real_0: 0.11471423506736755 (0.10583022236824036) | > loss_disc_real_1: 0.19353969395160675 (0.2224191576242447) | > loss_disc_real_2: 0.21706967055797577 (0.20205845311284065) | > loss_disc_real_3: 0.2351674884557724 (0.24557065963745117) | > loss_disc_real_4: 0.2195209115743637 (0.21585336700081825) | > loss_disc_real_5: 0.23146001994609833 (0.223249651491642) | > loss_0: 2.3738598823547363 (2.3830283284187317) | > grad_norm_0: tensor(6.9353, device='cuda:0') (tensor(6.1583, device='cuda:0')) | > loss_gen: 2.4260456562042236 (2.5045665502548218) | > loss_kl: 1.9320067167282104 (2.0350472927093506) | > loss_feat: 6.4219865798950195 (6.537383675575256) | > loss_mel: 17.509092330932617 (17.61501455307007) | > loss_duration: 2.1481130123138428 (2.1459606885910034) | > loss_1: 30.437246322631836 (30.83797311782837) | > grad_norm_1: tensor(72.5856, device='cuda:0') (tensor(65.6354, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.3459 (0.3736143708229065) | > loader_time: 0.0027 (0.0038588643074035645)  --> TIME: 2024-06-11 20:58:15 -- STEP: 29/330 -- GLOBAL_STEP: 310450 | > loss_disc: 2.2174179553985596 (2.3312090018699907) | > loss_disc_real_0: 0.1382250040769577 (0.10651372527254038) | > loss_disc_real_1: 0.2286089062690735 (0.19746468550172344) | > loss_disc_real_2: 0.21719780564308167 (0.20509286738675217) | > loss_disc_real_3: 0.21121785044670105 (0.22802277217651234) | > loss_disc_real_4: 0.20792922377586365 (0.22838926829140763) | > loss_disc_real_5: 0.21884986758232117 (0.22283560140379544) | > loss_0: 2.2174179553985596 (2.3312090018699907) | > grad_norm_0: tensor(13.5532, device='cuda:0') (tensor(8.3920, device='cuda:0')) | > loss_gen: 2.70914888381958 (2.4963106615790007) | > loss_kl: 1.8667397499084473 (1.9507395645667767) | > loss_feat: 6.86856746673584 (6.9148367520036365) | > loss_mel: 17.23539161682129 (17.624662859686488) | > loss_duration: 2.0123543739318848 (2.0214604385967916) | > loss_1: 30.692201614379883 (31.00801046963396) | > grad_norm_1: tensor(44.7320, device='cuda:0') (tensor(92.7051, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.3821 (0.35879538799154354) | > loader_time: 0.0035 (0.0034184866938097723)  --> TIME: 2024-06-11 20:58:25 -- STEP: 54/330 -- GLOBAL_STEP: 310475 | > loss_disc: 2.233189821243286 (2.337885057484663) | > loss_disc_real_0: 0.09242261946201324 (0.10879820626642969) | > loss_disc_real_1: 0.19088473916053772 (0.19596929241109778) | > loss_disc_real_2: 0.20225080847740173 (0.20560355263727687) | > loss_disc_real_3: 0.22315803170204163 (0.22824253610990666) | > loss_disc_real_4: 0.22700969874858856 (0.2308869301169007) | > loss_disc_real_5: 0.20607149600982666 (0.22272344126745505) | > loss_0: 2.233189821243286 (2.337885057484663) | > grad_norm_0: tensor(6.7222, device='cuda:0') (tensor(8.8756, device='cuda:0')) | > loss_gen: 2.6390130519866943 (2.4900780916213985) | > loss_kl: 1.9128425121307373 (1.9767689042621188) | > loss_feat: 7.776103496551514 (7.041922392668547) | > loss_mel: 18.735843658447266 (17.583384761103872) | > loss_duration: 1.9769891500473022 (2.0042952475724394) | > loss_1: 33.04079055786133 (31.09644953409831) | > grad_norm_1: tensor(78.2503, device='cuda:0') (tensor(94.3041, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.366 (0.3635687342396489) | > loader_time: 0.0041 (0.003535835831253617)  --> TIME: 2024-06-11 20:58:34 -- STEP: 79/330 -- GLOBAL_STEP: 310500 | > loss_disc: 2.3671505451202393 (2.3414309356786034) | > loss_disc_real_0: 0.09583607316017151 (0.1104048164207724) | > loss_disc_real_1: 0.18658193945884705 (0.1953057069567186) | > loss_disc_real_2: 0.21590375900268555 (0.20732801115211058) | > loss_disc_real_3: 0.24682259559631348 (0.22813660604289815) | > loss_disc_real_4: 0.2716883420944214 (0.2306307209066198) | > loss_disc_real_5: 0.26618412137031555 (0.2227541353506378) | > loss_0: 2.3671505451202393 (2.3414309356786034) | > grad_norm_0: tensor(7.0774, device='cuda:0') (tensor(8.9395, device='cuda:0')) | > loss_gen: 2.5800912380218506 (2.4903695251368263) | > loss_kl: 2.0406806468963623 (1.9713197056251237) | > loss_feat: 6.9576263427734375 (7.073873441430587) | > loss_mel: 18.05412483215332 (17.580079887486704) | > loss_duration: 1.9369516372680664 (1.9952702401559563) | > loss_1: 31.569477081298828 (31.110913023164002) | > grad_norm_1: tensor(73.2920, device='cuda:0') (tensor(98.9566, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.3942 (0.36708687830574904) | > loader_time: 0.0037 (0.0036739458011675486) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_310500.pth  --> TIME: 2024-06-11 20:58:49 -- STEP: 104/330 -- GLOBAL_STEP: 310525 | > loss_disc: 2.392446994781494 (2.3516763746738434) | > loss_disc_real_0: 0.16128572821617126 (0.1128513481324682) | > loss_disc_real_1: 0.18395735323429108 (0.19538620644463942) | > loss_disc_real_2: 0.21719850599765778 (0.2092319295669978) | > loss_disc_real_3: 0.21883784234523773 (0.22904159014041608) | > loss_disc_real_4: 0.23674173653125763 (0.23105504678992125) | > loss_disc_real_5: 0.23555661737918854 (0.2229614325154286) | > loss_0: 2.392446994781494 (2.3516763746738434) | > grad_norm_0: tensor(10.7942, device='cuda:0') (tensor(9.5742, device='cuda:0')) | > loss_gen: 2.4714508056640625 (2.485334974068861) | > loss_kl: 2.0432686805725098 (1.9680593128387744) | > loss_feat: 6.933656692504883 (7.0233922967543965) | > loss_mel: 16.970531463623047 (17.539424566122197) | > loss_duration: 2.0471391677856445 (1.9986195254784365) | > loss_1: 30.466045379638672 (31.01483079103323) | > grad_norm_1: tensor(224.2827, device='cuda:0') (tensor(107.1126, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.3726 (0.37076060817791867) | > loader_time: 0.0043 (0.0038190644520979663)  --> TIME: 2024-06-11 20:58:59 -- STEP: 129/330 -- GLOBAL_STEP: 310550 | > loss_disc: 2.313507080078125 (2.355205909226292) | > loss_disc_real_0: 0.0789584219455719 (0.11283741885608481) | > loss_disc_real_1: 0.19508354365825653 (0.19654649161091148) | > loss_disc_real_2: 0.19485940039157867 (0.2098960543787757) | > loss_disc_real_3: 0.2382742464542389 (0.22952639086301937) | > loss_disc_real_4: 0.24341042339801788 (0.23124201734398686) | > loss_disc_real_5: 0.22044093906879425 (0.2220858305461647) | > loss_0: 2.313507080078125 (2.355205909226292) | > grad_norm_0: tensor(7.6344, device='cuda:0') (tensor(10.4477, device='cuda:0')) | > loss_gen: 2.535858154296875 (2.479991739110429) | > loss_kl: 1.9911383390426636 (1.9722028998441474) | > loss_feat: 7.011516094207764 (7.012152231940927) | > loss_mel: 18.07742691040039 (17.50647377783013) | > loss_duration: 1.9820599555969238 (2.001383341560068) | > loss_1: 31.597999572753906 (30.972204030946244) | > grad_norm_1: tensor(123.7274, device='cuda:0') (tensor(121.1185, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.3814 (0.3726736039154289) | > loader_time: 0.0039 (0.003896053447279819)  --> TIME: 2024-06-11 20:59:09 -- STEP: 154/330 -- GLOBAL_STEP: 310575 | > loss_disc: 2.429960250854492 (2.351491798054088) | > loss_disc_real_0: 0.11844753473997116 (0.1128603256271257) | > loss_disc_real_1: 0.23290227353572845 (0.19657210125164554) | > loss_disc_real_2: 0.21364201605319977 (0.20972988560989306) | > loss_disc_real_3: 0.23032037913799286 (0.2294804657047445) | > loss_disc_real_4: 0.25398221611976624 (0.23063883824007853) | > loss_disc_real_5: 0.253999263048172 (0.221609872753744) | > loss_0: 2.429960250854492 (2.351491798054088) | > grad_norm_0: tensor(27.2857, device='cuda:0') (tensor(13.2340, device='cuda:0')) | > loss_gen: 2.444967746734619 (2.489297157758242) | > loss_kl: 2.0196123123168945 (1.9874813827601345) | > loss_feat: 6.725747585296631 (7.015001188624989) | > loss_mel: 16.826398849487305 (17.479947114919682) | > loss_duration: 2.0262203216552734 (2.0048199683040773) | > loss_1: 30.042945861816406 (30.976546894420277) | > grad_norm_1: tensor(338.2399, device='cuda:0') (tensor(149.7981, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.4069 (0.3752419623461635) | > loader_time: 0.0046 (0.00404192100871693)  --> TIME: 2024-06-11 20:59:18 -- STEP: 179/330 -- GLOBAL_STEP: 310600 | > loss_disc: 2.418557643890381 (2.3559835276790158) | > loss_disc_real_0: 0.12132137268781662 (0.11414477824332328) | > loss_disc_real_1: 0.2045164406299591 (0.1968791591388554) | > loss_disc_real_2: 0.17920364439487457 (0.21061651749983845) | > loss_disc_real_3: 0.2172221839427948 (0.22884124642310863) | > loss_disc_real_4: 0.21832828223705292 (0.230826545943761) | > loss_disc_real_5: 0.21578018367290497 (0.2220192275233775) | > loss_0: 2.418557643890381 (2.3559835276790158) | > grad_norm_0: tensor(15.7111, device='cuda:0') (tensor(14.8013, device='cuda:0')) | > loss_gen: 2.3693418502807617 (2.4870918729451783) | > loss_kl: 2.013491153717041 (1.996374082964892) | > loss_feat: 7.169735431671143 (7.016132607806329) | > loss_mel: 16.826644897460938 (17.42775959675538) | > loss_duration: 2.060595989227295 (2.011453208976618) | > loss_1: 30.43981170654297 (30.938811467346532) | > grad_norm_1: tensor(139.9650, device='cuda:0') (tensor(169.0076, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.3764 (0.3763579856084045) | > loader_time: 0.0041 (0.004107816259288257)  --> TIME: 2024-06-11 20:59:29 -- STEP: 204/330 -- GLOBAL_STEP: 310625 | > loss_disc: 2.23673152923584 (2.3609637629752034) | > loss_disc_real_0: 0.09001090377569199 (0.11625284949938457) | > loss_disc_real_1: 0.1885397732257843 (0.19729800025622057) | > loss_disc_real_2: 0.2286151945590973 (0.21090022438004905) | > loss_disc_real_3: 0.22323794662952423 (0.22906611158567317) | > loss_disc_real_4: 0.21652506291866302 (0.23109155440447376) | > loss_disc_real_5: 0.23294846713542938 (0.222193934242515) | > loss_0: 2.23673152923584 (2.3609637629752034) | > grad_norm_0: tensor(35.1182, device='cuda:0') (tensor(17.9767, device='cuda:0')) | > loss_gen: 2.5461666584014893 (2.488510009120492) | > loss_kl: 2.0899126529693604 (2.002966990657881) | > loss_feat: 8.1558256149292 (7.011818743219562) | > loss_mel: 17.743879318237305 (17.394156268998685) | > loss_duration: 2.0311269760131836 (2.0195301443922755) | > loss_1: 32.56690979003906 (30.91698226741716) | > grad_norm_1: tensor(411.9839, device='cuda:0') (tensor(197.1463, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.4095 (0.37958655988468837) | > loader_time: 0.0052 (0.004222781050438979)  --> TIME: 2024-06-11 20:59:39 -- STEP: 229/330 -- GLOBAL_STEP: 310650 | > loss_disc: 2.3482205867767334 (2.361300991091663) | > loss_disc_real_0: 0.06387120485305786 (0.11794448390147572) | > loss_disc_real_1: 0.16492994129657745 (0.19675911657154305) | > loss_disc_real_2: 0.17538654804229736 (0.21066728240798133) | > loss_disc_real_3: 0.2664179801940918 (0.22911737846235) | > loss_disc_real_4: 0.2337387204170227 (0.23069393647810257) | > loss_disc_real_5: 0.23893952369689941 (0.22140857310534565) | > loss_0: 2.3482205867767334 (2.361300991091663) | > grad_norm_0: tensor(31.4612, device='cuda:0') (tensor(21.0499, device='cuda:0')) | > loss_gen: 2.498732089996338 (2.4920326903397334) | > loss_kl: 2.132622480392456 (2.008382088232248) | > loss_feat: 7.206119537353516 (7.024620131113644) | > loss_mel: 17.5725154876709 (17.346191297972567) | > loss_duration: 2.1233272552490234 (2.028272563193043) | > loss_1: 31.53331756591797 (30.899498868717377) | > grad_norm_1: tensor(489.2475, device='cuda:0') (tensor(225.6915, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.4204 (0.3829518322340786) | > loader_time: 0.0054 (0.004347274397137906)  --> TIME: 2024-06-11 20:59:50 -- STEP: 254/330 -- GLOBAL_STEP: 310675 | > loss_disc: 2.314774990081787 (2.360437669153286) | > loss_disc_real_0: 0.10819687694311142 (0.11803759549429098) | > loss_disc_real_1: 0.2398090809583664 (0.19693147103617517) | > loss_disc_real_2: 0.21511253714561462 (0.21064277005007886) | > loss_disc_real_3: 0.22397246956825256 (0.2290751911171778) | > loss_disc_real_4: 0.21232245862483978 (0.23016216670434306) | > loss_disc_real_5: 0.21777932345867157 (0.22153749985723045) | > loss_0: 2.314774990081787 (2.360437669153286) | > grad_norm_0: tensor(45.9769, device='cuda:0') (tensor(22.3102, device='cuda:0')) | > loss_gen: 2.637101411819458 (2.491994911291467) | > loss_kl: 2.0242583751678467 (2.0103919900308433) | > loss_feat: 7.086214542388916 (7.025693302079449) | > loss_mel: 16.858154296875 (17.309629132428512) | > loss_duration: 2.0728156566619873 (2.035364295553975) | > loss_1: 30.678544998168945 (30.873073743084284) | > grad_norm_1: tensor(582.7253, device='cuda:0') (tensor(242.9700, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.4394 (0.3870593731797586) | > loader_time: 0.0057 (0.004468226995993789)  --> TIME: 2024-06-11 21:00:02 -- STEP: 279/330 -- GLOBAL_STEP: 310700 | > loss_disc: 2.229343891143799 (2.3603764725415064) | > loss_disc_real_0: 0.11048940569162369 (0.11846558730982537) | > loss_disc_real_1: 0.2053832709789276 (0.1969388473952543) | > loss_disc_real_2: 0.19143857061862946 (0.21020813724259751) | > loss_disc_real_3: 0.24677738547325134 (0.22888408494465665) | > loss_disc_real_4: 0.19736917316913605 (0.23013257168527151) | > loss_disc_real_5: 0.1756349802017212 (0.22164525534944296) | > loss_0: 2.229343891143799 (2.3603764725415064) | > grad_norm_0: tensor(32.1915, device='cuda:0') (tensor(23.2737, device='cuda:0')) | > loss_gen: 2.6467952728271484 (2.48928192524927) | > loss_kl: 1.8924098014831543 (2.011164057639337) | > loss_feat: 7.3978681564331055 (7.0313787836327775) | > loss_mel: 17.59183692932129 (17.25907105955172) | > loss_duration: 2.126605987548828 (2.044882760680279) | > loss_1: 31.655515670776367 (30.835778684171725) | > grad_norm_1: tensor(407.7433, device='cuda:0') (tensor(257.8560, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.4577 (0.39246588966752466) | > loader_time: 0.0062 (0.004605957256850378)  --> TIME: 2024-06-11 21:00:14 -- STEP: 304/330 -- GLOBAL_STEP: 310725 | > loss_disc: 2.585101842880249 (2.3666735095413083) | > loss_disc_real_0: 0.2350502759218216 (0.12034914985691246) | > loss_disc_real_1: 0.23449277877807617 (0.19763813760915866) | > loss_disc_real_2: 0.20485268533229828 (0.21117404000343462) | > loss_disc_real_3: 0.23493017256259918 (0.22924671630914273) | > loss_disc_real_4: 0.27025577425956726 (0.23081391564521356) | > loss_disc_real_5: 0.2759087383747101 (0.22221703302899473) | > loss_0: 2.585101842880249 (2.3666735095413083) | > grad_norm_0: tensor(89.3719, device='cuda:0') (tensor(25.5512, device='cuda:0')) | > loss_gen: 2.4655256271362305 (2.4892554400782836) | > loss_kl: 2.037323474884033 (2.009584923323833) | > loss_feat: 8.194021224975586 (7.040705759274332) | > loss_mel: 16.0253963470459 (17.21314565445247) | > loss_duration: 2.2079145908355713 (2.0559059883418853) | > loss_1: 30.9301815032959 (30.80859785330923) | > grad_norm_1: tensor(579.2750, device='cuda:0') (tensor(277.9473, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 0.4827 (0.398753940274841) | > loader_time: 0.0067 (0.004762200148482071)  --> TIME: 2024-06-11 21:00:42 -- STEP: 329/330 -- GLOBAL_STEP: 310750 | > loss_disc: 2.5952253341674805 (2.3720843494844264) | > loss_disc_real_0: 0.11717192828655243 (0.12183500237559113) | > loss_disc_real_1: 0.15758784115314484 (0.19832293816069338) | > loss_disc_real_2: 0.20902486145496368 (0.21175600013109688) | > loss_disc_real_3: 0.2709794342517853 (0.2294910421940331) | > loss_disc_real_4: 0.2459457963705063 (0.23011012311945575) | > loss_disc_real_5: 0.23633751273155212 (0.22181307907162467) | > loss_0: 2.5952253341674805 (2.3720843494844264) | > grad_norm_0: tensor(33.6307, device='cuda:0') (tensor(26.5451, device='cuda:0')) | > loss_gen: 2.366382598876953 (2.4878435439251834) | > loss_kl: 2.2335197925567627 (2.01783770485852) | > loss_feat: 9.725820541381836 (7.137042442716002) | > loss_mel: 16.23738670349121 (17.19603481408673) | > loss_duration: 2.296677589416504 (2.0704549960452385) | > loss_1: 32.85978698730469 (30.909213590766882) | > grad_norm_1: tensor(174.9698, device='cuda:0') (tensor(284.3137, device='cuda:0')) | > current_lr_0: 0.00018383931729005102 | > current_lr_1: 0.00018383931729005102 | > step_time: 14.4848 (0.45482639121429536) | > loader_time: 0.0338 (0.005195648112195601)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4380407333374023 (2.4380407333374023) | > loss_disc_real_0: 0.18356101214885712 (0.18356101214885712) | > loss_disc_real_1: 0.1763134002685547 (0.1763134002685547) | > loss_disc_real_2: 0.23800700902938843 (0.23800700902938843) | > loss_disc_real_3: 0.2374236285686493 (0.2374236285686493) | > loss_disc_real_4: 0.33406493067741394 (0.33406493067741394) | > loss_disc_real_5: 0.2579042613506317 (0.2579042613506317) | > loss_0: 2.4380407333374023 (2.4380407333374023) | > loss_gen: 2.5507404804229736 (2.5507404804229736) | > loss_kl: 2.565646171569824 (2.565646171569824) | > loss_feat: 7.754659652709961 (7.754659652709961) | > loss_mel: 16.812267303466797 (16.812267303466797) | > loss_duration: 2.955500841140747 (2.955500841140747) | > loss_1: 32.63881301879883 (32.63881301879883)  --> STEP: 1 | > loss_disc: 2.2618186473846436 (2.2618186473846436) | > loss_disc_real_0: 0.13242200016975403 (0.13242200016975403) | > loss_disc_real_1: 0.19003243744373322 (0.19003243744373322) | > loss_disc_real_2: 0.21293939650058746 (0.21293939650058746) | > loss_disc_real_3: 0.23149244487285614 (0.23149244487285614) | > loss_disc_real_4: 0.24362921714782715 (0.24362921714782715) | > loss_disc_real_5: 0.1979551911354065 (0.1979551911354065) | > loss_0: 2.2618186473846436 (2.2618186473846436) | > loss_gen: 2.397810220718384 (2.397810220718384) | > loss_kl: 2.89982271194458 (2.89982271194458) | > loss_feat: 7.018006801605225 (7.018006801605225) | > loss_mel: 15.963586807250977 (15.963586807250977) | > loss_duration: 2.457037925720215 (2.457037925720215) | > loss_1: 30.736263275146484 (30.736263275146484)  --> STEP: 2 | > loss_disc: 2.5224223136901855 (2.3921204805374146) | > loss_disc_real_0: 0.16223269701004028 (0.14732734858989716) | > loss_disc_real_1: 0.20777153968811035 (0.19890198856592178) | > loss_disc_real_2: 0.3201483190059662 (0.2665438577532768) | > loss_disc_real_3: 0.3115507960319519 (0.271521620452404) | > loss_disc_real_4: 0.29615771770477295 (0.26989346742630005) | > loss_disc_real_5: 0.3220076858997345 (0.2599814385175705) | > loss_0: 2.5224223136901855 (2.3921204805374146) | > loss_gen: 2.6068828105926514 (2.5023465156555176) | > loss_kl: 3.2285380363464355 (3.064180374145508) | > loss_feat: 5.615740776062012 (6.316873788833618) | > loss_mel: 17.515661239624023 (16.7396240234375) | > loss_duration: 2.463564872741699 (2.460301399230957) | > loss_1: 31.43038558959961 (31.083324432373047)  --> STEP: 3 | > loss_disc: 2.306612491607666 (2.3636178175608316) | > loss_disc_real_0: 0.15780477225780487 (0.1508198231458664) | > loss_disc_real_1: 0.2992345094680786 (0.23234616219997406) | > loss_disc_real_2: 0.2736143469810486 (0.26890068749586743) | > loss_disc_real_3: 0.25266432762145996 (0.26523585617542267) | > loss_disc_real_4: 0.2071729153394699 (0.24898661673069) | > loss_disc_real_5: 0.23846229910850525 (0.2528083920478821) | > loss_0: 2.306612491607666 (2.3636178175608316) | > loss_gen: 2.7439866065979004 (2.582893212636312) | > loss_kl: 3.2936336994171143 (3.14066481590271) | > loss_feat: 5.8427863121032715 (6.158844629923503) | > loss_mel: 16.023906707763672 (16.50105158487956) | > loss_duration: 2.3592636585235596 (2.426622152328491) | > loss_1: 30.263578414916992 (30.810075759887695)  --> STEP: 4 | > loss_disc: 2.3926117420196533 (2.370866298675537) | > loss_disc_real_0: 0.13359519839286804 (0.1465136669576168) | > loss_disc_real_1: 0.18877549469470978 (0.221453495323658) | > loss_disc_real_2: 0.26303842663764954 (0.26743512228131294) | > loss_disc_real_3: 0.19624057412147522 (0.2479870356619358) | > loss_disc_real_4: 0.22629673779010773 (0.24331414699554443) | > loss_disc_real_5: 0.20715117454528809 (0.24139408767223358) | > loss_0: 2.3926117420196533 (2.370866298675537) | > loss_gen: 2.2766339778900146 (2.5063284039497375) | > loss_kl: 3.3111627101898193 (3.1832892894744873) | > loss_feat: 7.6676106452941895 (6.536036133766174) | > loss_mel: 17.26471710205078 (16.691967964172363) | > loss_duration: 2.3568642139434814 (2.4091826677322388) | > loss_1: 32.87698745727539 (31.32680368423462)  --> STEP: 5 | > loss_disc: 2.392991781234741 (2.3752913951873778) | > loss_disc_real_0: 0.24555355310440063 (0.16632164418697357) | > loss_disc_real_1: 0.18124091625213623 (0.21341097950935364) | > loss_disc_real_2: 0.25325408577919006 (0.2645989149808884) | > loss_disc_real_3: 0.24939830601215363 (0.24826928973197937) | > loss_disc_real_4: 0.23677979409694672 (0.2420072764158249) | > loss_disc_real_5: 0.25283539295196533 (0.24368234872817993) | > loss_0: 2.392991781234741 (2.3752913951873778) | > loss_gen: 2.5656039714813232 (2.5181835174560545) | > loss_kl: 2.618403673171997 (3.070312166213989) | > loss_feat: 5.65427303314209 (6.359683513641357) | > loss_mel: 18.2598819732666 (17.00555076599121) | > loss_duration: 2.3635358810424805 (2.400053310394287) | > loss_1: 31.46169662475586 (31.35378227233887)  --> STEP: 6 | > loss_disc: 2.5238711833953857 (2.400054693222046) | > loss_disc_real_0: 0.14648348093032837 (0.16301528364419937) | > loss_disc_real_1: 0.21436920762062073 (0.21357068419456482) | > loss_disc_real_2: 0.2062331885099411 (0.25487129390239716) | > loss_disc_real_3: 0.3020368218421936 (0.25723054508368176) | > loss_disc_real_4: 0.28825920820236206 (0.24971593171358109) | > loss_disc_real_5: 0.2391451895236969 (0.24292615552743277) | > loss_0: 2.5238711833953857 (2.400054693222046) | > loss_gen: 2.2894392013549805 (2.4800594647725425) | > loss_kl: 2.834218978881836 (3.0309633016586304) | > loss_feat: 4.4334492683410645 (6.038644472757976) | > loss_mel: 18.49085807800293 (17.253101984659832) | > loss_duration: 2.175441265106201 (2.3626179695129395) | > loss_1: 30.223407745361328 (31.16538651784261)  --> STEP: 7 | > loss_disc: 2.2742366790771484 (2.382080691201346) | > loss_disc_real_0: 0.044620729982852936 (0.14610177597829274) | > loss_disc_real_1: 0.18270957469940186 (0.2091619542666844) | > loss_disc_real_2: 0.2836821675300598 (0.2589871329920633) | > loss_disc_real_3: 0.3389846086502075 (0.2689096970217569) | > loss_disc_real_4: 0.33714088797569275 (0.26220521117959705) | > loss_disc_real_5: 0.27714091539382935 (0.2478139783654894) | > loss_0: 2.2742366790771484 (2.382080691201346) | > loss_gen: 2.9104275703430176 (2.5415406227111816) | > loss_kl: 3.3654568195343018 (3.0787480899265836) | > loss_feat: 6.101585388183594 (6.047636032104492) | > loss_mel: 18.055294036865234 (17.367700849260604) | > loss_duration: 2.4951813220977783 (2.3815555913107738) | > loss_1: 32.92794418334961 (31.417180470057897)  --> STEP: 8 | > loss_disc: 2.6483139991760254 (2.415359854698181) | > loss_disc_real_0: 0.2786511778831482 (0.16267045121639967) | > loss_disc_real_1: 0.2113116830587387 (0.20943067036569118) | > loss_disc_real_2: 0.20172284543514252 (0.25182909704744816) | > loss_disc_real_3: 0.30257561802864075 (0.27311793714761734) | > loss_disc_real_4: 0.3145619332790375 (0.2687498014420271) | > loss_disc_real_5: 0.28102782368659973 (0.2519657090306282) | > loss_0: 2.6483139991760254 (2.415359854698181) | > loss_gen: 2.380516290664673 (2.521412581205368) | > loss_kl: 3.218358278274536 (3.0961993634700775) | > loss_feat: 5.4395575523376465 (5.9716262221336365) | > loss_mel: 15.753643035888672 (17.16594362258911) | > loss_duration: 2.2422380447387695 (2.364140897989273) | > loss_1: 29.034313201904297 (31.119322061538696)  --> STEP: 9 | > loss_disc: 2.205320358276367 (2.392022132873535) | > loss_disc_real_0: 0.12875567376613617 (0.15890214261081484) | > loss_disc_real_1: 0.1711900383234024 (0.20518171124988133) | > loss_disc_real_2: 0.2109692543745041 (0.24728911452823216) | > loss_disc_real_3: 0.20713090896606445 (0.2657860451274448) | > loss_disc_real_4: 0.2061142772436142 (0.26179029875331455) | > loss_disc_real_5: 0.22238647937774658 (0.2486791279580858) | > loss_0: 2.205320358276367 (2.392022132873535) | > loss_gen: 2.4886322021484375 (2.5177703168657093) | > loss_kl: 2.4302382469177246 (3.0222036838531494) | > loss_feat: 9.613286972045898 (6.37625519434611) | > loss_mel: 19.689729690551758 (17.446364296807182) | > loss_duration: 2.168797016143799 (2.342436022228665) | > loss_1: 36.390682220458984 (31.705028745863174)  --> STEP: 10 | > loss_disc: 2.3218748569488525 (2.385007405281067) | > loss_disc_real_0: 0.07249293476343155 (0.1502612218260765) | > loss_disc_real_1: 0.1946956366300583 (0.204133103787899) | > loss_disc_real_2: 0.23911426961421967 (0.2464716300368309) | > loss_disc_real_3: 0.21904006600379944 (0.2611114472150803) | > loss_disc_real_4: 0.22256191074848175 (0.2578674599528313) | > loss_disc_real_5: 0.236514151096344 (0.24746263027191162) | > loss_0: 2.3218748569488525 (2.385007405281067) | > loss_gen: 2.4580843448638916 (2.5118017196655273) | > loss_kl: 2.550628662109375 (2.975046181678772) | > loss_feat: 7.104169845581055 (6.449046659469604) | > loss_mel: 17.761043548583984 (17.477832221984862) | > loss_duration: 2.3717269897460938 (2.345365118980408) | > loss_1: 32.24565124511719 (31.759090995788576)  --> STEP: 11 | > loss_disc: 2.4996771812438965 (2.3954319303685967) | > loss_disc_real_0: 0.13175997138023376 (0.14857928996736353) | > loss_disc_real_1: 0.14588715136051178 (0.1988380172035911) | > loss_disc_real_2: 0.2726231813430786 (0.24884904379194434) | > loss_disc_real_3: 0.27424371242523193 (0.26230528950691223) | > loss_disc_real_4: 0.30699628591537476 (0.26233371685851703) | > loss_disc_real_5: 0.2259398251771927 (0.24550601162693717) | > loss_0: 2.4996771812438965 (2.3954319303685967) | > loss_gen: 2.299724817276001 (2.4925220012664795) | > loss_kl: 3.821242332458496 (3.0519731044769287) | > loss_feat: 6.880650997161865 (6.488283417441628) | > loss_mel: 17.13507652282715 (17.446672612970527) | > loss_duration: 2.5573625564575195 (2.364637613296509) | > loss_1: 32.69405746459961 (31.844087947498668)  --> STEP: 12 | > loss_disc: 2.5320334434509277 (2.4068153897921243) | > loss_disc_real_0: 0.20142418146133423 (0.1529830309251944) | > loss_disc_real_1: 0.24934184551239014 (0.20304666956265768) | > loss_disc_real_2: 0.26416733860969543 (0.25012556836009026) | > loss_disc_real_3: 0.2666974365711212 (0.262671301762263) | > loss_disc_real_4: 0.23580287396907806 (0.2601228132843971) | > loss_disc_real_5: 0.2000596821308136 (0.2417188175022602) | > loss_0: 2.5320334434509277 (2.4068153897921243) | > loss_gen: 2.389181613922119 (2.483910302321116) | > loss_kl: 3.242692232131958 (3.0678663651148477) | > loss_feat: 4.59730339050293 (6.33070174853007) | > loss_mel: 14.60141372680664 (17.209567705790203) | > loss_duration: 2.2577638626098633 (2.355731467405955) | > loss_1: 27.088356018066406 (31.447776953379314)  --> STEP: 13 | > loss_disc: 2.214031934738159 (2.3919858932495117) | > loss_disc_real_0: 0.13452209532260895 (0.15156295895576477) | > loss_disc_real_1: 0.22983510792255402 (0.2051073186672651) | > loss_disc_real_2: 0.1384527087211609 (0.24153534838786492) | > loss_disc_real_3: 0.228404238820076 (0.26003537384363323) | > loss_disc_real_4: 0.24576370418071747 (0.25901826643026793) | > loss_disc_real_5: 0.19765713810920715 (0.23832945754894844) | > loss_0: 2.214031934738159 (2.3919858932495117) | > loss_gen: 2.6229796409606934 (2.4946079437549296) | > loss_kl: 3.243652105331421 (3.0813883451315074) | > loss_feat: 7.882897853851318 (6.450101448939397) | > loss_mel: 17.375009536743164 (17.22229400047889) | > loss_duration: 2.244204044342041 (2.347152434862577) | > loss_1: 33.368743896484375 (31.59554364131047)  --> STEP: 14 | > loss_disc: 2.4708635807037354 (2.3976200137819563) | > loss_disc_real_0: 0.10394173860549927 (0.1481614432164601) | > loss_disc_real_1: 0.1553315818309784 (0.20155190889324462) | > loss_disc_real_2: 0.2428673654794693 (0.24163049246583665) | > loss_disc_real_3: 0.28074243664741516 (0.2615144497581891) | > loss_disc_real_4: 0.3501236140727997 (0.2655257912618773) | > loss_disc_real_5: 0.2726590633392334 (0.2407815722482545) | > loss_0: 2.4708635807037354 (2.3976200137819563) | > loss_gen: 2.3632538318634033 (2.4852255071912492) | > loss_kl: 3.782459259033203 (3.1314648389816284) | > loss_feat: 5.5757575035095215 (6.38764830998012) | > loss_mel: 18.591665267944336 (17.32010623386928) | > loss_duration: 2.30769681930542 (2.3443341766084944) | > loss_1: 32.62083435058594 (31.668778691973007)  --> STEP: 15 | > loss_disc: 2.3787083625793457 (2.3963592370351154) | > loss_disc_real_0: 0.17074963450431824 (0.14966732263565063) | > loss_disc_real_1: 0.14784139394760132 (0.1979712078968684) | > loss_disc_real_2: 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loss_disc_real_5: 0.20380090177059174 (0.23974864929914474) | > loss_0: 2.456792116165161 (2.4001362919807434) | > loss_gen: 2.148503065109253 (2.4621036499738693) | > loss_kl: 3.3389666080474854 (3.1510865092277527) | > loss_feat: 6.2198944091796875 (6.4110952615737915) | > loss_mel: 14.589213371276855 (17.17685455083847) | > loss_duration: 2.3925676345825195 (2.3490351885557175) | > loss_1: 28.689144134521484 (31.550174593925476)  --> STEP: 17 | > loss_disc: 2.587456703186035 (2.411155139698702) | > loss_disc_real_0: 0.20653679966926575 (0.15360681099050186) | > loss_disc_real_1: 0.2178439050912857 (0.2000715609859018) | > loss_disc_real_2: 0.30959779024124146 (0.24152867320705862) | > loss_disc_real_3: 0.30377209186553955 (0.2616557426312391) | > loss_disc_real_4: 0.3205474615097046 (0.27018172337728386) | > loss_disc_real_5: 0.3581375777721405 (0.2467127039152033) | > loss_0: 2.587456703186035 (2.411155139698702) | > loss_gen: 2.8476006984710693 (2.484779946944293) | > loss_kl: 2.5214619636535645 (3.1140497712528004) | > loss_feat: 5.756936073303223 (6.3726153093225815) | > loss_mel: 18.5090274810791 (17.255217664382037) | > loss_duration: 2.4382565021514893 (2.354283501120175) | > loss_1: 32.07328414916992 (31.580945744233972)  --> STEP: 18 | > loss_disc: 2.2284600734710693 (2.401005413797167) | > loss_disc_real_0: 0.1274888515472412 (0.15215581324365404) | > loss_disc_real_1: 0.188436821103096 (0.19942518654796812) | > loss_disc_real_2: 0.20566360652446747 (0.23953616950247023) | > loss_disc_real_3: 0.2673685848712921 (0.2619731227556865) | > loss_disc_real_4: 0.2598280608654022 (0.26960651990440154) | > loss_disc_real_5: 0.22695724666118622 (0.24561517851220238) | > loss_0: 2.2284600734710693 (2.401005413797167) | > loss_gen: 2.7539174556732178 (2.4997320307625666) | > loss_kl: 3.418708562850952 (3.13097525967492) | > loss_feat: 8.690051078796387 (6.501361740960015) | > loss_mel: 17.536643981933594 (17.270852459801567) | > loss_duration: 2.2456135749816895 (2.34824628300137) | > loss_1: 34.644935607910156 (31.751167403327095)  --> STEP: 19 | > loss_disc: 2.7394025325775146 (2.4188157884698165) | > loss_disc_real_0: 0.3047102987766266 (0.16018499669275785) | > loss_disc_real_1: 0.203388974070549 (0.19963380694389343) | > loss_disc_real_2: 0.2177101969718933 (0.23838743410612406) | > loss_disc_real_3: 0.35077279806137085 (0.2666467898770383) | > loss_disc_real_4: 0.30632030963897705 (0.27153882462727397) | > loss_disc_real_5: 0.2907430827617645 (0.24799033136744247) | > loss_0: 2.7394025325775146 (2.4188157884698165) | > loss_gen: 2.2940797805786133 (2.4889082281213057) | > loss_kl: 1.9999207258224487 (3.0714460736826847) | > loss_feat: 6.153263092041016 (6.483040759437962) | > loss_mel: 13.348791122436523 (17.064428178887617) | > loss_duration: 2.3182668685913086 (2.346668419085051) | > loss_1: 26.114322662353516 (31.454491364328486)  --> STEP: 20 | > loss_disc: 2.647993564605713 (2.4302746772766115) | > loss_disc_real_0: 0.13313324749469757 (0.15883240923285485) | > loss_disc_real_1: 0.2066374123096466 (0.19998398721218108) | > loss_disc_real_2: 0.24974055588245392 (0.23895509019494057) | > loss_disc_real_3: 0.2832208573818207 (0.2674754932522775) | > loss_disc_real_4: 0.3405837416648865 (0.2749910704791546) | > loss_disc_real_5: 0.35694316029548645 (0.25343797281384467) | > loss_0: 2.647993564605713 (2.4302746772766115) | > loss_gen: 2.4102275371551514 (2.484974193572998) | > loss_kl: 2.5181005001068115 (3.043778795003891) | > loss_feat: 6.863654136657715 (6.50207142829895) | > loss_mel: 18.92577362060547 (17.15749545097351) | > loss_duration: 2.3416552543640137 (2.346417760848999) | > loss_1: 33.059410095214844 (31.534737300872802)  --> STEP: 21 | > loss_disc: 2.612196445465088 (2.43893761861892) | > loss_disc_real_0: 0.19968023896217346 (0.16077754398187002) | > loss_disc_real_1: 0.341307133436203 (0.2067136608418964) | > loss_disc_real_2: 0.1714676022529602 (0.2357414002929415) | > loss_disc_real_3: 0.24703097343444824 (0.2665019446895237) | > loss_disc_real_4: 0.3068898022174835 (0.2765100577047893) | > loss_disc_real_5: 0.2609938681125641 (0.2537977773518789) | > loss_0: 2.612196445465088 (2.43893761861892) | > loss_gen: 2.3949010372161865 (2.480684995651245) | > loss_kl: 2.867562770843506 (3.035387555758158) | > loss_feat: 5.891468524932861 (6.472995099567232) | > loss_mel: 15.270160675048828 (17.06762236640567) | > loss_duration: 2.17376971244812 (2.338196425210862) | > loss_1: 28.597862243652344 (31.39488610767183)  --> STEP: 22 | > loss_disc: 2.358761787414551 (2.435293262655085) | > loss_disc_real_0: 0.1387617141008377 (0.1597768244418231) | > loss_disc_real_1: 0.20624108612537384 (0.20669218017296356) | > loss_disc_real_2: 0.20198886096477509 (0.23420719395984302) | > loss_disc_real_3: 0.20010265707969666 (0.26348379525271337) | > loss_disc_real_4: 0.24500377476215363 (0.2750779539346695) | > loss_disc_real_5: 0.2523758113384247 (0.25373314253308554) | > loss_0: 2.358761787414551 (2.435293262655085) | > loss_gen: 2.307677984237671 (2.4728210405869917) | > loss_kl: 2.169776678085327 (2.9960416067730296) | > loss_feat: 7.325773239135742 (6.511757742274892) | > loss_mel: 19.041963577270508 (17.157365148717705) | > loss_duration: 2.2210607528686523 (2.332872076468034) | > loss_1: 33.066253662109375 (31.470857360146262)  --> STEP: 23 | > loss_disc: 2.485238552093506 (2.4374647969784946) | > loss_disc_real_0: 0.15368066728115082 (0.1595117741304895) | > loss_disc_real_1: 0.25205197930336 (0.20866434535254602) | > loss_disc_real_2: 0.22634415328502655 (0.23386532262615536) | > loss_disc_real_3: 0.24777033925056458 (0.2628006015134895) | > loss_disc_real_4: 0.28430068492889404 (0.27547894223876623) | > loss_disc_real_5: 0.23512570559978485 (0.25292412353598553) | > loss_0: 2.485238552093506 (2.4374647969784946) | > loss_gen: 2.2533364295959473 (2.4632782314134682) | > loss_kl: 2.2756166458129883 (2.964718782383463) | > loss_feat: 5.637199401855469 (6.4737334666044815) | > loss_mel: 15.701774597167969 (17.09407860299815) | > loss_duration: 2.2693867683410645 (2.3301118456799053) | > loss_1: 28.137311935424805 (31.325920602549676)  --> STEP: 24 | > loss_disc: 2.536546468734741 (2.4415931999683385) | > loss_disc_real_0: 0.18112535774707794 (0.16041234011451402) | > loss_disc_real_1: 0.2479623258113861 (0.2103017612049977) | > loss_disc_real_2: 0.2430098056793213 (0.2342463427533706) | > loss_disc_real_3: 0.31964409351348877 (0.2651690803468228) | > loss_disc_real_4: 0.2642766833305359 (0.27501218145092327) | > loss_disc_real_5: 0.26055920124053955 (0.25324225177367526) | > loss_0: 2.536546468734741 (2.4415931999683385) | > loss_gen: 2.5151100158691406 (2.4654378890991215) | > loss_kl: 2.7045233249664307 (2.9538773049910865) | > loss_feat: 6.560812950134277 (6.477361778418223) | > loss_mel: 16.289226531982422 (17.06054310003916) | > loss_duration: 2.438305139541626 (2.3346198995908103) | > loss_1: 30.507976531982422 (31.291839599609375)  --> STEP: 25 | > loss_disc: 2.6434824466705322 (2.4496687698364266) | > loss_disc_real_0: 0.15687283873558044 (0.1602707600593567) | > loss_disc_real_1: 0.31960436701774597 (0.21467386543750763) | > loss_disc_real_2: 0.2614164650440216 (0.23533314764499663) | > loss_disc_real_3: 0.22705711424350739 (0.2636446017026902) | > loss_disc_real_4: 0.2480153888463974 (0.27393230974674226) | > loss_disc_real_5: 0.23928003013134003 (0.2526837629079819) | > loss_0: 2.6434824466705322 (2.4496687698364266) | > loss_gen: 2.2955052852630615 (2.4586405849456794) | > loss_kl: 3.079800844192505 (2.958914246559143) | > loss_feat: 6.324194431304932 (6.471235084533691) | > loss_mel: 14.956549644470215 (16.976383361816403) | > loss_duration: 2.4062230587005615 (2.3374840259552) | > loss_1: 29.062274932861328 (31.202657012939454)  --> STEP: 26 | > loss_disc: 3.1492536067962646 (2.4765758789502668) | > loss_disc_real_0: 0.4809117913246155 (0.1726031074157128) | > loss_disc_real_1: 0.15232306718826294 (0.2122757578125367) | > loss_disc_real_2: 0.14106819033622742 (0.23170757236389014) | > loss_disc_real_3: 0.2931506931781769 (0.26477945137482434) | > loss_disc_real_4: 0.3081044554710388 (0.2752466230438306) | > loss_disc_real_5: 0.23300431668758392 (0.25192686113027424) | > loss_0: 3.1492536067962646 (2.4765758789502668) | > loss_gen: 1.9496861696243286 (2.4390654151256275) | > loss_kl: 2.274691104888916 (2.932597971879519) | > loss_feat: 11.474602699279785 (6.663672300485464) | > loss_mel: 22.583301544189453 (17.192034061138443) | > loss_duration: 2.2769551277160645 (2.3351559914075413) | > loss_1: 40.55923843383789 (31.562525529127853) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023138339702899633 (-9.394609011136642e-05) | > avg_loss_disc: 2.4765758789502668 (+0.05634262928596012) | > avg_loss_disc_real_0: 0.1726031074157128 (+0.07345617519548307) | > avg_loss_disc_real_1: 0.2122757578125367 (+0.0490772669705061) | > avg_loss_disc_real_2: 0.23170757236389014 (+0.014046896249055862) | > avg_loss_disc_real_3: 0.26477945137482434 (+0.024489990220620178) | > avg_loss_disc_real_4: 0.2752466230438306 (+0.04632304322261077) | > avg_loss_disc_real_5: 0.25192686113027424 (+0.016945258356057646) | > avg_loss_0: 2.4765758789502668 (+0.05634262928596012) | > avg_loss_gen: 2.4390654151256275 (+0.24656580503170433) | > avg_loss_kl: 2.932597971879519 (-0.10442012548446655) | > avg_loss_feat: 6.663672300485464 (-0.3902430167564983) | > avg_loss_mel: 17.192034061138443 (-0.5706184460566703) | > avg_loss_duration: 2.3351559914075413 (+0.001532664665809147) | > avg_loss_1: 31.562525529127853 (-0.8171830544104921)  > EPOCH: 675/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:00:48)   --> TIME: 2024-06-11 21:00:58 -- STEP: 24/330 -- GLOBAL_STEP: 310775 | > loss_disc: 2.3630762100219727 (2.294168750445048) | > loss_disc_real_0: 0.14185655117034912 (0.10543958687533934) | > loss_disc_real_1: 0.212850883603096 (0.19271969546874365) | > loss_disc_real_2: 0.24032406508922577 (0.20594458902875581) | > loss_disc_real_3: 0.2222471535205841 (0.22570077143609524) | > loss_disc_real_4: 0.2275526076555252 (0.23304636714359125) | > loss_disc_real_5: 0.23725824058055878 (0.22237208796044192) | > loss_0: 2.3630762100219727 (2.294168750445048) | > grad_norm_0: tensor(8.0660, device='cuda:0') (tensor(8.6222, device='cuda:0')) | > loss_gen: 2.5854201316833496 (2.5257362027963) | > loss_kl: 2.082909345626831 (1.9116261303424835) | > loss_feat: 7.551395416259766 (7.065387924512227) | > loss_mel: 17.905946731567383 (17.538548946380615) | > loss_duration: 1.987372875213623 (2.049200947086016) | > loss_1: 32.11304473876953 (31.090500116348267) | > grad_norm_1: tensor(55.2555, device='cuda:0') (tensor(96.4477, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3578 (0.36267751455307007) | > loader_time: 0.0031 (0.0030856728553771973)  --> TIME: 2024-06-11 21:01:07 -- STEP: 49/330 -- GLOBAL_STEP: 310800 | > loss_disc: 2.4097256660461426 (2.3272979989343763) | > loss_disc_real_0: 0.07784423232078552 (0.1068329931217797) | > loss_disc_real_1: 0.22306665778160095 (0.19580698347821532) | > loss_disc_real_2: 0.2383030652999878 (0.20900698006153107) | > loss_disc_real_3: 0.19664321839809418 (0.22636710867589835) | > loss_disc_real_4: 0.22268854081630707 (0.2327451885354762) | > loss_disc_real_5: 0.2031780481338501 (0.223466018024756) | > loss_0: 2.4097256660461426 (2.3272979989343763) | > grad_norm_0: tensor(15.4149, device='cuda:0') (tensor(8.2002, device='cuda:0')) | > loss_gen: 2.4692344665527344 (2.502686232936625) | > loss_kl: 1.8916226625442505 (1.9365388106326669) | > loss_feat: 7.183632850646973 (6.993745823295749) | > loss_mel: 17.693740844726562 (17.426203902886833) | > loss_duration: 1.9446051120758057 (2.0113490236048794) | > loss_1: 31.182836532592773 (30.8705236473862) | > grad_norm_1: tensor(77.4501, device='cuda:0') (tensor(81.8934, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3779 (0.3619631309898532) | > loader_time: 0.0034 (0.0033342205748266105)  --> TIME: 2024-06-11 21:01:17 -- STEP: 74/330 -- GLOBAL_STEP: 310825 | > loss_disc: 2.3100671768188477 (2.346433075698647) | > loss_disc_real_0: 0.09074555337429047 (0.1091412827372551) | > loss_disc_real_1: 0.1678239107131958 (0.1967738155980368) | > loss_disc_real_2: 0.20313866436481476 (0.2098367242394267) | > loss_disc_real_3: 0.2366066724061966 (0.22794978703195984) | > loss_disc_real_4: 0.22607187926769257 (0.23335929255227786) | > loss_disc_real_5: 0.24212738871574402 (0.2235223562330813) | > loss_0: 2.3100671768188477 (2.346433075698647) | > grad_norm_0: tensor(9.4193, device='cuda:0') (tensor(8.3015, device='cuda:0')) | > loss_gen: 2.410916328430176 (2.4826523645504097) | > loss_kl: 1.9833279848098755 (1.9405278128546637) | > loss_feat: 6.440291881561279 (6.9771747331361516) | > loss_mel: 17.469465255737305 (17.493996903703014) | > loss_duration: 1.9225358963012695 (1.9975392915107109) | > loss_1: 30.22653579711914 (30.89189096399256) | > grad_norm_1: tensor(143.5811, device='cuda:0') (tensor(81.3966, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3635 (0.36422653455992) | > loader_time: 0.0035 (0.003458686777063318)  --> TIME: 2024-06-11 21:01:26 -- STEP: 99/330 -- GLOBAL_STEP: 310850 | > loss_disc: 2.3146214485168457 (2.346055565458356) | > loss_disc_real_0: 0.12722362577915192 (0.11045392233916003) | > loss_disc_real_1: 0.20836976170539856 (0.19725070096025568) | > loss_disc_real_2: 0.19545716047286987 (0.2093983062288978) | > loss_disc_real_3: 0.24158808588981628 (0.22764967397005872) | > loss_disc_real_4: 0.23619164526462555 (0.23250009887146228) | > loss_disc_real_5: 0.2597460150718689 (0.22303133390166544) | > loss_0: 2.3146214485168457 (2.346055565458356) | > grad_norm_0: tensor(5.6061, device='cuda:0') (tensor(8.7634, device='cuda:0')) | > loss_gen: 2.62233567237854 (2.4834090700053206) | > loss_kl: 1.9930648803710938 (1.9526578224066533) | > loss_feat: 7.2704691886901855 (6.958071260741263) | > loss_mel: 18.176836013793945 (17.480732021909763) | > loss_duration: 2.002225399017334 (1.9976158406999376) | > loss_1: 32.0649299621582 (30.87248586404203) | > grad_norm_1: tensor(85.0607, device='cuda:0') (tensor(93.4772, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3683 (0.3671309105073564) | > loader_time: 0.0041 (0.0035935628293740627)  --> TIME: 2024-06-11 21:01:36 -- STEP: 124/330 -- GLOBAL_STEP: 310875 | > loss_disc: 2.4349524974823 (2.352713973291459) | > loss_disc_real_0: 0.1260184645652771 (0.11217348728208773) | > loss_disc_real_1: 0.17966164648532867 (0.1976833100761137) | > loss_disc_real_2: 0.18930736184120178 (0.21004913831430097) | > loss_disc_real_3: 0.20224794745445251 (0.22791812845295475) | > loss_disc_real_4: 0.20170529186725616 (0.23175125677258737) | > loss_disc_real_5: 0.2026177942752838 (0.22302469346792467) | > loss_0: 2.4349524974823 (2.352713973291459) | > grad_norm_0: tensor(5.5922, device='cuda:0') (tensor(9.5202, device='cuda:0')) | > loss_gen: 2.403394937515259 (2.4780484880170515) | > loss_kl: 1.9437733888626099 (1.9632817247221548) | > loss_feat: 7.007492542266846 (6.947375412910215) | > loss_mel: 18.10991668701172 (17.491130459693153) | > loss_duration: 2.0313196182250977 (2.0016653845387125) | > loss_1: 31.495899200439453 (30.881501443924442) | > grad_norm_1: tensor(60.7515, device='cuda:0') (tensor(107.9622, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3833 (0.37018343133311127) | > loader_time: 0.0037 (0.0036848014400851343)  --> TIME: 2024-06-11 21:01:46 -- STEP: 149/330 -- GLOBAL_STEP: 310900 | > loss_disc: 2.3289222717285156 (2.3570533054787046) | > loss_disc_real_0: 0.13146361708641052 (0.11331282346040611) | > loss_disc_real_1: 0.19665981829166412 (0.19833316058920533) | > loss_disc_real_2: 0.21402134001255035 (0.21140164946949716) | > loss_disc_real_3: 0.2044621855020523 (0.2286391247238889) | > loss_disc_real_4: 0.23512625694274902 (0.23114328196384762) | > loss_disc_real_5: 0.21753749251365662 (0.22258300899259195) | > loss_0: 2.3289222717285156 (2.3570533054787046) | > grad_norm_0: tensor(41.9001, device='cuda:0') (tensor(11.6078, device='cuda:0')) | > loss_gen: 2.4138684272766113 (2.477981429772089) | > loss_kl: 2.010263681411743 (1.9745154436802703) | > loss_feat: 7.10981559753418 (6.952308728390892) | > loss_mel: 17.49158477783203 (17.489677723622147) | > loss_duration: 2.0268945693969727 (2.0056312508231042) | > loss_1: 31.052425384521484 (30.900114494682157) | > grad_norm_1: tensor(321.1230, device='cuda:0') (tensor(125.6013, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3647 (0.3730400360670667) | > loader_time: 0.0041 (0.0037673399752418467)  --> TIME: 2024-06-11 21:01:56 -- STEP: 174/330 -- GLOBAL_STEP: 310925 | > loss_disc: 2.2850332260131836 (2.357780049587117) | > loss_disc_real_0: 0.12689241766929626 (0.1135139190431299) | > loss_disc_real_1: 0.16760598123073578 (0.19838963911451143) | > loss_disc_real_2: 0.1857648640871048 (0.21202849673813784) | > loss_disc_real_3: 0.22968794405460358 (0.22788216045190549) | > loss_disc_real_4: 0.2479298710823059 (0.23117528162125883) | > loss_disc_real_5: 0.22548075020313263 (0.22235420397643385) | > loss_0: 2.2850332260131836 (2.357780049587117) | > grad_norm_0: tensor(4.5421, device='cuda:0') (tensor(11.5387, device='cuda:0')) | > loss_gen: 2.5984668731689453 (2.4775919790925647) | > loss_kl: 2.099308967590332 (1.9795214348825916) | > loss_feat: 6.8796467781066895 (6.942598211354222) | > loss_mel: 17.595598220825195 (17.449147717706083) | > loss_duration: 2.1036040782928467 (2.0108690659205126) | > loss_1: 31.27662467956543 (30.85972835277689) | > grad_norm_1: tensor(72.5615, device='cuda:0') (tensor(127.5859, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3714 (0.37446218249441565) | > loader_time: 0.0041 (0.0038475401100070998)  --> TIME: 2024-06-11 21:02:06 -- STEP: 199/330 -- GLOBAL_STEP: 310950 | > loss_disc: 2.392289161682129 (2.365149798704748) | > loss_disc_real_0: 0.0967877209186554 (0.11575798334638078) | > loss_disc_real_1: 0.2054062783718109 (0.19872891191561617) | > loss_disc_real_2: 0.20457330346107483 (0.21243995997174897) | > loss_disc_real_3: 0.22555245459079742 (0.22875514274566017) | > loss_disc_real_4: 0.22963163256645203 (0.2312422496589584) | > loss_disc_real_5: 0.22681903839111328 (0.22269900322859013) | > loss_0: 2.392289161682129 (2.365149798704748) | > grad_norm_0: tensor(23.1050, device='cuda:0') (tensor(12.1179, device='cuda:0')) | > loss_gen: 2.3366241455078125 (2.4674677968624237) | > loss_kl: 1.9797699451446533 (1.984654933363948) | > loss_feat: 6.760458946228027 (6.9239843598562265) | > loss_mel: 17.5863037109375 (17.43121468242089) | > loss_duration: 2.1386728286743164 (2.019367093416915) | > loss_1: 30.801830291748047 (30.826688862326158) | > grad_norm_1: tensor(99.0990, device='cuda:0') (tensor(133.6071, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3811 (0.3765939084728758) | > loader_time: 0.0044 (0.003954101447484002)  --> TIME: 2024-06-11 21:02:16 -- STEP: 224/330 -- GLOBAL_STEP: 310975 | > loss_disc: 2.4058146476745605 (2.3694442350949525) | > loss_disc_real_0: 0.10151387751102448 (0.11707731203309127) | > loss_disc_real_1: 0.20245575904846191 (0.1988065230127956) | > loss_disc_real_2: 0.1775275319814682 (0.212586139727916) | > loss_disc_real_3: 0.24582770466804504 (0.22952877350949816) | > loss_disc_real_4: 0.27053913474082947 (0.23122091025912336) | > loss_disc_real_5: 0.2504281997680664 (0.2229194689675101) | > loss_0: 2.4058146476745605 (2.3694442350949525) | > grad_norm_0: tensor(11.2674, device='cuda:0') (tensor(13.3036, device='cuda:0')) | > loss_gen: 2.4140617847442627 (2.4655643297093244) | > loss_kl: 2.0769851207733154 (1.992575767849173) | > loss_feat: 7.156372547149658 (6.930083402565548) | > loss_mel: 17.396682739257812 (17.394614875316616) | > loss_duration: 2.1270229816436768 (2.0268019512295736) | > loss_1: 31.171125411987305 (30.80964035647256) | > grad_norm_1: tensor(318.0992, device='cuda:0') (tensor(150.6012, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.3997 (0.37949406249182566) | > loader_time: 0.0053 (0.004063763788768222)  --> TIME: 2024-06-11 21:02:27 -- STEP: 249/330 -- GLOBAL_STEP: 311000 | > loss_disc: 2.2755813598632812 (2.369502593235794) | > loss_disc_real_0: 0.08833692967891693 (0.11736008677496967) | > loss_disc_real_1: 0.19616387784481049 (0.19867629925888705) | > loss_disc_real_2: 0.206371009349823 (0.21239292705394175) | > loss_disc_real_3: 0.21085289120674133 (0.22939012340273723) | > loss_disc_real_4: 0.2199513167142868 (0.23141069219533697) | > loss_disc_real_5: 0.23109595477581024 (0.22307492678902713) | > loss_0: 2.2755813598632812 (2.369502593235794) | > grad_norm_0: tensor(27.1530, device='cuda:0') (tensor(15.5969, device='cuda:0')) | > loss_gen: 2.6502151489257812 (2.4681210900885024) | > loss_kl: 1.9324884414672852 (1.999016793377428) | > loss_feat: 7.3712687492370605 (6.944955850700777) | > loss_mel: 17.097368240356445 (17.36262002814725) | > loss_duration: 2.1014814376831055 (2.0355255603790305) | > loss_1: 31.152820587158203 (30.81023933992807) | > grad_norm_1: tensor(485.1053, device='cuda:0') (tensor(174.7422, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.4073 (0.38317629419656163) | > loader_time: 0.0056 (0.004192101428786434) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_311000.pth  --> TIME: 2024-06-11 21:02:42 -- STEP: 274/330 -- GLOBAL_STEP: 311025 | > loss_disc: 2.40057635307312 (2.3746423408062762) | > loss_disc_real_0: 0.1336565464735031 (0.11814073397077783) | > loss_disc_real_1: 0.2025003284215927 (0.19946079075771525) | > loss_disc_real_2: 0.2381356954574585 (0.21275332635336547) | > loss_disc_real_3: 0.23660573363304138 (0.22971996735699857) | > loss_disc_real_4: 0.24127539992332458 (0.23193829327169127) | > loss_disc_real_5: 0.23183703422546387 (0.22359883322985502) | > loss_0: 2.40057635307312 (2.3746423408062762) | > grad_norm_0: tensor(37.1848, device='cuda:0') (tensor(17.9998, device='cuda:0')) | > loss_gen: 2.6504197120666504 (2.4712334349207636) | > loss_kl: 1.9998812675476074 (2.0040994982649813) | > loss_feat: 6.589263439178467 (6.95995835840267) | > loss_mel: 15.8604154586792 (17.314910209962044) | > loss_duration: 2.1294937133789062 (2.044411847191138) | > loss_1: 29.229473114013672 (30.794613364839204) | > grad_norm_1: tensor(619.1091, device='cuda:0') (tensor(195.1679, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.4496 (0.38835545699961865) | > loader_time: 0.0062 (0.0043733024249111635)  --> TIME: 2024-06-11 21:02:54 -- STEP: 299/330 -- GLOBAL_STEP: 311050 | > loss_disc: 2.6172637939453125 (2.37356810266756) | > loss_disc_real_0: 0.28572678565979004 (0.11842908986834778) | > loss_disc_real_1: 0.2224595695734024 (0.1995831997099528) | > loss_disc_real_2: 0.18770767748355865 (0.21199467917748513) | > loss_disc_real_3: 0.20470331609249115 (0.22997728862291994) | > loss_disc_real_4: 0.23310533165931702 (0.2319188571992925) | > loss_disc_real_5: 0.2211206555366516 (0.22303866901525288) | > loss_0: 2.6172637939453125 (2.37356810266756) | > grad_norm_0: tensor(137.6820, device='cuda:0') (tensor(20.2226, device='cuda:0')) | > loss_gen: 2.2576394081115723 (2.480016096778538) | > loss_kl: 1.9782663583755493 (2.0082886007717224) | > loss_feat: 5.937500953674316 (6.981021367586576) | > loss_mel: 16.091156005859375 (17.254431220600036) | > loss_duration: 2.2092180252075195 (2.054967428130852) | > loss_1: 28.47378158569336 (30.778724746959266) | > grad_norm_1: tensor(255.8058, device='cuda:0') (tensor(218.1217, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.4563 (0.3939218592882955) | > loader_time: 0.0068 (0.004556781870864305)  --> TIME: 2024-06-11 21:03:08 -- STEP: 324/330 -- GLOBAL_STEP: 311075 | > loss_disc: 2.490861177444458 (2.377199950777451) | > loss_disc_real_0: 0.15363900363445282 (0.12040351302489455) | > loss_disc_real_1: 0.1679266095161438 (0.199805920506701) | > loss_disc_real_2: 0.18187953531742096 (0.21233148146190756) | > loss_disc_real_3: 0.22447587549686432 (0.2299817114792488) | > loss_disc_real_4: 0.20714396238327026 (0.23171454065559824) | > loss_disc_real_5: 0.24741587042808533 (0.22267963240544) | > loss_0: 2.490861177444458 (2.377199950777451) | > grad_norm_0: tensor(16.5586, device='cuda:0') (tensor(21.9147, device='cuda:0')) | > loss_gen: 2.2631995677948 (2.474075375515737) | > loss_kl: 2.234588861465454 (2.0149674375116087) | > loss_feat: 8.196751594543457 (7.022274554511647) | > loss_mel: 16.37419891357422 (17.208574353912734) | > loss_duration: 2.274183750152588 (2.0693394438720065) | > loss_1: 31.342920303344727 (30.78923115906892) | > grad_norm_1: tensor(90.0709, device='cuda:0') (tensor(233.7463, device='cuda:0')) | > current_lr_0: 0.00018381633737538975 | > current_lr_1: 0.00018381633737538975 | > step_time: 0.5798 (0.4044693833515969) | > loader_time: 0.0094 (0.004810448046083802)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5953280925750732 (2.5953280925750732) | > loss_disc_real_0: 0.3281800150871277 (0.3281800150871277) | > loss_disc_real_1: 0.20465372502803802 (0.20465372502803802) | > loss_disc_real_2: 0.21189500391483307 (0.21189500391483307) | > loss_disc_real_3: 0.28012406826019287 (0.28012406826019287) | > loss_disc_real_4: 0.2710530757904053 (0.2710530757904053) | > loss_disc_real_5: 0.23220789432525635 (0.23220789432525635) | > loss_0: 2.5953280925750732 (2.5953280925750732) | > loss_gen: 2.337049722671509 (2.337049722671509) | > loss_kl: 2.6249961853027344 (2.6249961853027344) | > loss_feat: 4.210653305053711 (4.210653305053711) | > loss_mel: 14.52407455444336 (14.52407455444336) | > loss_duration: 3.139028549194336 (3.139028549194336) | > loss_1: 26.83580207824707 (26.83580207824707)  --> STEP: 1 | > loss_disc: 2.1347882747650146 (2.1347882747650146) | > loss_disc_real_0: 0.07802680879831314 (0.07802680879831314) | > loss_disc_real_1: 0.22056233882904053 (0.22056233882904053) | > loss_disc_real_2: 0.23857779800891876 (0.23857779800891876) | > loss_disc_real_3: 0.21753232181072235 (0.21753232181072235) | > loss_disc_real_4: 0.19593088328838348 (0.19593088328838348) | > loss_disc_real_5: 0.1756095141172409 (0.1756095141172409) | > loss_0: 2.1347882747650146 (2.1347882747650146) | > loss_gen: 2.5601987838745117 (2.5601987838745117) | > loss_kl: 3.6232361793518066 (3.6232361793518066) | > loss_feat: 5.376025676727295 (5.376025676727295) | > loss_mel: 16.947555541992188 (16.947555541992188) | > loss_duration: 2.439256191253662 (2.439256191253662) | > loss_1: 30.946271896362305 (30.946271896362305)  --> STEP: 2 | > loss_disc: 2.147347927093506 (2.1410681009292603) | > loss_disc_real_0: 0.13527518510818481 (0.10665099695324898) | > loss_disc_real_1: 0.15689986944198608 (0.1887311041355133) | > loss_disc_real_2: 0.21200329065322876 (0.22529054433107376) | > loss_disc_real_3: 0.1980905830860138 (0.20781145244836807) | > loss_disc_real_4: 0.22651922702789307 (0.21122505515813828) | > loss_disc_real_5: 0.16315799951553345 (0.16938375681638718) | > loss_0: 2.147347927093506 (2.1410681009292603) | > loss_gen: 2.4695310592651367 (2.514864921569824) | > loss_kl: 2.9926340579986572 (3.307935118675232) | > loss_feat: 6.026344299316406 (5.701184988021851) | > loss_mel: 17.222949981689453 (17.08525276184082) | > loss_duration: 2.457542657852173 (2.4483994245529175) | > loss_1: 31.169002532958984 (31.057637214660645)  --> STEP: 3 | > loss_disc: 2.435926914215088 (2.239354372024536) | > loss_disc_real_0: 0.1238897293806076 (0.11239724109570186) | > loss_disc_real_1: 0.2311277985572815 (0.20286333560943604) | > loss_disc_real_2: 0.2687384784221649 (0.23977318902810416) | > loss_disc_real_3: 0.2388240396976471 (0.2181489815314611) | > loss_disc_real_4: 0.22528581321239471 (0.2159119745095571) | > loss_disc_real_5: 0.16236692667007446 (0.16704481343428293) | > loss_0: 2.435926914215088 (2.239354372024536) | > loss_gen: 2.4393129348754883 (2.4896809260050454) | > loss_kl: 3.1910269260406494 (3.268965721130371) | > loss_feat: 6.422780513763428 (5.94171682993571) | > loss_mel: 15.789426803588867 (16.653310775756836) | > loss_duration: 2.309190034866333 (2.401996294657389) | > loss_1: 30.1517391204834 (30.75567118326823)  --> STEP: 4 | > loss_disc: 2.3655660152435303 (2.2709072828292847) | > loss_disc_real_0: 0.16265363991260529 (0.12496134079992771) | > loss_disc_real_1: 0.20921163260936737 (0.20445040985941887) | > loss_disc_real_2: 0.25010159611701965 (0.24235529080033302) | > loss_disc_real_3: 0.2761956751346588 (0.2326606549322605) | > loss_disc_real_4: 0.2598700225353241 (0.22690148651599884) | > loss_disc_real_5: 0.17987288534641266 (0.17025183141231537) | > loss_0: 2.3655660152435303 (2.2709072828292847) | > loss_gen: 2.6879241466522217 (2.5392417311668396) | > loss_kl: 3.5276007652282715 (3.333624482154846) | > loss_feat: 7.399775981903076 (6.306231617927551) | > loss_mel: 16.763263702392578 (16.68079900741577) | > loss_duration: 2.4129395484924316 (2.40473210811615) | > loss_1: 32.79150390625 (31.264629364013672)  --> STEP: 5 | > loss_disc: 2.415083646774292 (2.299742555618286) | > loss_disc_real_0: 0.17446297407150269 (0.13486166745424272) | > loss_disc_real_1: 0.2235977202653885 (0.2082798719406128) | > loss_disc_real_2: 0.26858726143836975 (0.24760168492794038) | > loss_disc_real_3: 0.2658396363258362 (0.23929645121097565) | > loss_disc_real_4: 0.2580806016921997 (0.233137309551239) | > loss_disc_real_5: 0.2209068238735199 (0.18038282990455629) | > loss_0: 2.415083646774292 (2.299742555618286) | > loss_gen: 2.5573151111602783 (2.5428564071655275) | > loss_kl: 2.112847089767456 (3.089469003677368) | > loss_feat: 4.4329633712768555 (5.931577968597412) | > loss_mel: 17.799352645874023 (16.90450973510742) | > loss_duration: 2.3543925285339355 (2.394664192199707) | > loss_1: 29.256872177124023 (30.863077926635743)  --> STEP: 6 | > loss_disc: 2.2802748680114746 (2.296497941017151) | > loss_disc_real_0: 0.17622783780097961 (0.14175602917869887) | > loss_disc_real_1: 0.1222013384103775 (0.19393344968557358) | > loss_disc_real_2: 0.1964002251625061 (0.23906810830036798) | > loss_disc_real_3: 0.1876336634159088 (0.2306859865784645) | > loss_disc_real_4: 0.20632004737854004 (0.22866776585578918) | > loss_disc_real_5: 0.17328117787837982 (0.17919922123352686) | > loss_0: 2.2802748680114746 (2.296497941017151) | > loss_gen: 2.221576690673828 (2.489309787750244) | > loss_kl: 3.1580400466918945 (3.100897510846456) | > loss_feat: 6.832763671875 (6.081775585810344) | > loss_mel: 18.533498764038086 (17.176007906595867) | > loss_duration: 2.200075626373291 (2.362232764561971) | > loss_1: 32.94595718383789 (31.210224469502766)  --> STEP: 7 | > loss_disc: 2.408996105194092 (2.3125691073281422) | > loss_disc_real_0: 0.1203201562166214 (0.1386937616126878) | > loss_disc_real_1: 0.2042781263589859 (0.1954112606389182) | > loss_disc_real_2: 0.2665988504886627 (0.24300107147012437) | > loss_disc_real_3: 0.2096848487854004 (0.2276858240365982) | > loss_disc_real_4: 0.2592000365257263 (0.23302951880863734) | > loss_disc_real_5: 0.22391587495803833 (0.18558731462274278) | > loss_0: 2.408996105194092 (2.3125691073281422) | > loss_gen: 2.4633896350860596 (2.4856069087982178) | > loss_kl: 4.061721324920654 (3.2381580557141985) | > loss_feat: 5.121257305145264 (5.944558688572475) | > loss_mel: 17.380006790161133 (17.205150604248047) | > loss_duration: 2.4771475791931152 (2.3786491666521346) | > loss_1: 31.503522872924805 (31.2521242414202)  --> STEP: 8 | > loss_disc: 2.429832935333252 (2.327227085828781) | > loss_disc_real_0: 0.24039331078529358 (0.15140620525926352) | > loss_disc_real_1: 0.21089263260364532 (0.1973464321345091) | > loss_disc_real_2: 0.2178994119167328 (0.23986336402595043) | > loss_disc_real_3: 0.2437393218278885 (0.2296925112605095) | > loss_disc_real_4: 0.2579505145549774 (0.23614464327692986) | > loss_disc_real_5: 0.20375001430511475 (0.18785765208303928) | > loss_0: 2.429832935333252 (2.327227085828781) | > loss_gen: 2.6778876781463623 (2.509642004966736) | > loss_kl: 3.1551032066345215 (3.227776199579239) | > loss_feat: 8.872367858886719 (6.310534834861755) | > loss_mel: 19.291770935058594 (17.465978145599365) | > loss_duration: 2.3228604793548584 (2.371675580739975) | > loss_1: 36.31999206542969 (31.885607719421387)  --> STEP: 9 | > loss_disc: 2.552400588989258 (2.352246363957723) | > loss_disc_real_0: 0.16351178288459778 (0.1527512694398562) | > loss_disc_real_1: 0.19828258454799652 (0.19745044906934103) | > loss_disc_real_2: 0.17219451069831848 (0.23234460254510245) | > loss_disc_real_3: 0.24205942451953888 (0.23106661273373497) | > loss_disc_real_4: 0.2088664174079895 (0.23311372929149204) | > loss_disc_real_5: 0.2488270103931427 (0.19463202522860634) | > loss_0: 2.552400588989258 (2.352246363957723) | > loss_gen: 2.275287389755249 (2.483602603276571) | > loss_kl: 2.816115379333496 (3.182036108440823) | > loss_feat: 11.58185863494873 (6.896237479315864) | > loss_mel: 18.16980743408203 (17.544181399875217) | > loss_duration: 2.176806926727295 (2.3500235080718994) | > loss_1: 37.019874572753906 (32.456081814236114)  --> STEP: 10 | > loss_disc: 2.5256152153015137 (2.369583249092102) | > loss_disc_real_0: 0.1777878999710083 (0.15525493249297143) | > loss_disc_real_1: 0.22135376930236816 (0.19984078109264375) | > loss_disc_real_2: 0.21930371224880219 (0.23104051351547242) | > loss_disc_real_3: 0.24552401900291443 (0.23251235336065293) | > loss_disc_real_4: 0.2523896098136902 (0.23504131734371186) | > loss_disc_real_5: 0.28949517011642456 (0.20411833971738816) | > loss_0: 2.5256152153015137 (2.369583249092102) | > loss_gen: 2.1930103302001953 (2.454543375968933) | > loss_kl: 2.8975484371185303 (3.1535873413085938) | > loss_feat: 4.982746601104736 (6.704888391494751) | > loss_mel: 15.702033996582031 (17.359966659545897) | > loss_duration: 2.4005539417266846 (2.355076551437378) | > loss_1: 28.175893783569336 (32.028063011169436)  --> STEP: 11 | > loss_disc: 2.5567493438720703 (2.3865983486175537) | > loss_disc_real_0: 0.16578391194343567 (0.1562121124430136) | > loss_disc_real_1: 0.2774367928504944 (0.20689496397972107) | > loss_disc_real_2: 0.2967180013656616 (0.23701119422912598) | > loss_disc_real_3: 0.19672013819217682 (0.22925851561806418) | > loss_disc_real_4: 0.24747133255004883 (0.2361713187261061) | > loss_disc_real_5: 0.25668492913246155 (0.20889712057330392) | > loss_0: 2.5567493438720703 (2.3865983486175537) | > loss_gen: 2.4790587425231934 (2.456772045655684) | > loss_kl: 3.520914316177368 (3.1869807026603003) | > loss_feat: 6.9092488288879395 (6.72346661307595) | > loss_mel: 17.228153228759766 (17.347983620383523) | > loss_duration: 2.463082790374756 (2.364895300431685) | > loss_1: 32.600460052490234 (32.08009910583496)  --> STEP: 12 | > loss_disc: 2.4619007110595703 (2.392873545487722) | > loss_disc_real_0: 0.08459007740020752 (0.15024360952277976) | > loss_disc_real_1: 0.29231908917427063 (0.21401364107926688) | > loss_disc_real_2: 0.25616979598999023 (0.23860774437586466) | > loss_disc_real_3: 0.22616422176361084 (0.22900065779685974) | > loss_disc_real_4: 0.2402370572090149 (0.2365101302663485) | > loss_disc_real_5: 0.2105400413274765 (0.20903403063615164) | > loss_0: 2.4619007110595703 (2.392873545487722) | > loss_gen: 2.3221418857574463 (2.445552865664164) | > loss_kl: 2.524202823638916 (3.131749212741852) | > loss_feat: 5.9537248611450195 (6.659321467081706) | > loss_mel: 16.748397827148438 (17.298018137613933) | > loss_duration: 2.2382559776306152 (2.3543420235315957) | > loss_1: 29.786724090576172 (31.88898452123006)  --> STEP: 13 | > loss_disc: 2.433992624282837 (2.3960365515488844) | > loss_disc_real_0: 0.129837304353714 (0.14867389374054393) | > loss_disc_real_1: 0.23988428711891174 (0.21600369077462417) | > loss_disc_real_2: 0.312422513961792 (0.24428580357478216) | > loss_disc_real_3: 0.21605199575424194 (0.22800460687050453) | > loss_disc_real_4: 0.1721324771642685 (0.23155800310465005) | > loss_disc_real_5: 0.16168810427188873 (0.2053920363004391) | > loss_0: 2.433992624282837 (2.3960365515488844) | > loss_gen: 2.30747389793396 (2.4349314066079946) | > loss_kl: 3.2470390796661377 (3.14061766404372) | > loss_feat: 6.714389801025391 (6.663557492769682) | > loss_mel: 16.74546241760254 (17.25551385145921) | > loss_duration: 2.2165865898132324 (2.3437454517071066) | > loss_1: 31.2309513092041 (31.83836658184345)  --> STEP: 14 | > loss_disc: 2.322965621948242 (2.390817199434553) | > loss_disc_real_0: 0.14768943190574646 (0.1486035750380584) | > loss_disc_real_1: 0.15633828938007355 (0.21174187638929912) | > loss_disc_real_2: 0.15579906105995178 (0.23796532196658) | > loss_disc_real_3: 0.2218090146780014 (0.22756206457104003) | > loss_disc_real_4: 0.24996215105056763 (0.23287258510078704) | > loss_disc_real_5: 0.2800458073616028 (0.21072444851909364) | > loss_0: 2.322965621948242 (2.390817199434553) | > loss_gen: 2.3887674808502197 (2.4316339833395824) | > loss_kl: 3.925905704498291 (3.1967096669333324) | > loss_feat: 6.272685527801514 (6.635638066700527) | > loss_mel: 18.63575553894043 (17.354102543422155) | > loss_duration: 2.400707721710205 (2.3478141852787564) | > loss_1: 33.62382125854492 (31.965899058750697)  --> STEP: 15 | > loss_disc: 2.3299520015716553 (2.3867595195770264) | > loss_disc_real_0: 0.12657466530799866 (0.14713498105605444) | > loss_disc_real_1: 0.25022169947624207 (0.21430719792842864) | > loss_disc_real_2: 0.2125612199306488 (0.23627171516418458) | > loss_disc_real_3: 0.19111809134483337 (0.22513246635595957) | > loss_disc_real_4: 0.2322898656129837 (0.23283373713493347) | > loss_disc_real_5: 0.1706649363040924 (0.2080538143714269) | > loss_0: 2.3299520015716553 (2.3867595195770264) | > loss_gen: 2.4972336292266846 (2.436007293065389) | > loss_kl: 3.5460033416748047 (3.219995911916097) | > loss_feat: 8.899447441101074 (6.786558691660563) | > loss_mel: 16.914846420288086 (17.324818801879882) | > loss_duration: 2.3995704650878906 (2.3512646039326985) | > loss_1: 34.257102966308594 (32.118645985921226)  --> STEP: 16 | > loss_disc: 2.4506115913391113 (2.3907502740621567) | > loss_disc_real_0: 0.28203821182250977 (0.1555664329789579) | > loss_disc_real_1: 0.28103432059288025 (0.21847764309495687) | > loss_disc_real_2: 0.21964405477046967 (0.2352324863895774) | > loss_disc_real_3: 0.26169535517692566 (0.22741764690726995) | > loss_disc_real_4: 0.17944906651973724 (0.2294971952214837) | > loss_disc_real_5: 0.1967952996492386 (0.20735015720129013) | > loss_0: 2.4506115913391113 (2.3907502740621567) | > loss_gen: 2.511728286743164 (2.44073985517025) | > loss_kl: 3.1032238006591797 (3.2126976549625397) | > loss_feat: 7.3107099533081055 (6.8193181455135345) | > loss_mel: 14.655824661254883 (17.15800666809082) | > loss_duration: 2.3620173931121826 (2.3519366532564163) | > loss_1: 29.943504333496094 (31.982699632644657)  --> STEP: 17 | > loss_disc: 2.5585522651672363 (2.400620979421279) | > loss_disc_real_0: 0.15141788125038147 (0.15532240052433574) | > loss_disc_real_1: 0.21238869428634644 (0.21811946963562684) | > loss_disc_real_2: 0.2480091154575348 (0.2359840528053396) | > loss_disc_real_3: 0.25878554582595825 (0.2292628174318987) | > loss_disc_real_4: 0.251514196395874 (0.2307923129376243) | > loss_disc_real_5: 0.32234054803848267 (0.21411429783877203) | > loss_0: 2.5585522651672363 (2.400620979421279) | > loss_gen: 2.254852533340454 (2.429805306827321) | > loss_kl: 2.7031352519989014 (3.1827233959646786) | > loss_feat: 5.228067398071289 (6.725715160369873) | > loss_mel: 17.18079948425293 (17.15934742198271) | > loss_duration: 2.5350706577301025 (2.3627092417548683) | > loss_1: 29.901926040649414 (31.8603011860567)  --> STEP: 18 | > loss_disc: 2.254939556121826 (2.3925275670157538) | > loss_disc_real_0: 0.0788433849811554 (0.1510735663274924) | > loss_disc_real_1: 0.2858482301235199 (0.2218821785516209) | > loss_disc_real_2: 0.2155759185552597 (0.23485026756922403) | > loss_disc_real_3: 0.18269361555576324 (0.22667563954989114) | > loss_disc_real_4: 0.17991136014461517 (0.2279655933380127) | > loss_disc_real_5: 0.179499551653862 (0.2121912563840548) | > loss_0: 2.254939556121826 (2.3925275670157538) | > loss_gen: 2.568574905395508 (2.437514728969998) | > loss_kl: 3.139450788497925 (3.1803193622165256) | > loss_feat: 8.565823554992676 (6.827943404515584) | > loss_mel: 20.136978149414062 (17.32477135128445) | > loss_duration: 2.2596817016601562 (2.3569854895273843) | > loss_1: 36.670509338378906 (32.12753497229682)  --> STEP: 19 | > loss_disc: 2.3854522705078125 (2.39215518298902) | > loss_disc_real_0: 0.11576348543167114 (0.14921514101718603) | > loss_disc_real_1: 0.17553240060806274 (0.21944271655459152) | > loss_disc_real_2: 0.2265402227640152 (0.23441289679000252) | > loss_disc_real_3: 0.18330977857112885 (0.22439322581416682) | > loss_disc_real_4: 0.2096329927444458 (0.2270007196225618) | > loss_disc_real_5: 0.21471481025218964 (0.2123240750086935) | > loss_0: 2.3854522705078125 (2.39215518298902) | > loss_gen: 2.161829710006714 (2.423004991129825) | > loss_kl: 2.1882245540618896 (3.1281038459978605) | > loss_feat: 6.055191516876221 (6.7872722525345655) | > loss_mel: 17.2832088470459 (17.32258385106137) | > loss_duration: 2.3617749214172363 (2.357237564890008) | > loss_1: 30.050228118896484 (32.01820303264417)  --> STEP: 20 | > loss_disc: 2.482062816619873 (2.396650564670563) | > loss_disc_real_0: 0.09905467927455902 (0.14670711793005467) | > loss_disc_real_1: 0.17406566441059113 (0.21717386394739152) | > loss_disc_real_2: 0.19052362442016602 (0.2322184331715107) | > loss_disc_real_3: 0.20526818931102753 (0.22343697398900986) | > loss_disc_real_4: 0.25143226981163025 (0.22822229713201522) | > loss_disc_real_5: 0.2389100044965744 (0.21365337148308755) | > loss_0: 2.482062816619873 (2.396650564670563) | > loss_gen: 2.094024896621704 (2.406555986404419) | > loss_kl: 2.4934656620025635 (3.0963719367980955) | > loss_feat: 6.188525676727295 (6.757334923744201) | > loss_mel: 18.242149353027344 (17.368562126159667) | > loss_duration: 2.2785897254943848 (2.3533051729202272) | > loss_1: 31.296754837036133 (31.98213062286377)  --> STEP: 21 | > loss_disc: 2.156081199645996 (2.385194880621774) | > loss_disc_real_0: 0.13101650774478912 (0.14595994601647058) | > loss_disc_real_1: 0.28988537192344666 (0.22063631670815603) | > loss_disc_real_2: 0.2352277785539627 (0.23236173533257984) | > loss_disc_real_3: 0.170212060213089 (0.22090245428539457) | > loss_disc_real_4: 0.20063622295856476 (0.2269086745523271) | > loss_disc_real_5: 0.19060446321964264 (0.2125558044229235) | > loss_0: 2.156081199645996 (2.385194880621774) | > loss_gen: 2.800055742263794 (2.42529407001677) | > loss_kl: 2.8302860260009766 (3.08370117914109) | > loss_feat: 7.765697479248047 (6.805352188292003) | > loss_mel: 15.870935440063477 (17.297246569678897) | > loss_duration: 2.224782705307007 (2.3471850554148355) | > loss_1: 31.491758346557617 (31.958779562087287)  --> STEP: 22 | > loss_disc: 2.4064207077026367 (2.3861596909436313) | > loss_disc_real_0: 0.1694871336221695 (0.14702936363491145) | > loss_disc_real_1: 0.202395498752594 (0.21980718861926685) | > loss_disc_real_2: 0.14268440008163452 (0.22828549282117325) | > loss_disc_real_3: 0.23282304406166077 (0.22144429927522485) | > loss_disc_real_4: 0.221624493598938 (0.22666848450899124) | > loss_disc_real_5: 0.20939558744430542 (0.21241215819662268) | > loss_0: 2.4064207077026367 (2.3861596909436313) | > loss_gen: 2.179194927215576 (2.4141077453439888) | > loss_kl: 1.9860492944717407 (3.0338079116561194) | > loss_feat: 6.873217582702637 (6.808436978947032) | > loss_mel: 19.233720779418945 (17.385268124667082) | > loss_duration: 2.230456829071045 (2.341879226944663) | > loss_1: 32.50263977050781 (31.983500480651855)  --> STEP: 23 | > loss_disc: 2.539670705795288 (2.392834082893703) | > loss_disc_real_0: 0.18627667427062988 (0.14873576844516007) | > loss_disc_real_1: 0.22205759584903717 (0.21990503241186557) | > loss_disc_real_2: 0.21954847872257233 (0.2279056226429732) | > loss_disc_real_3: 0.27876001596450806 (0.22393628695736761) | > loss_disc_real_4: 0.278017520904541 (0.22890105130879776) | > loss_disc_real_5: 0.2687174677848816 (0.21486021513524262) | > loss_0: 2.539670705795288 (2.392834082893703) | > loss_gen: 2.3985354900360107 (2.413430690765381) | > loss_kl: 2.3656253814697266 (3.0047564973001895) | > loss_feat: 5.541355609893799 (6.75334648464037) | > loss_mel: 15.79218578338623 (17.316003675046176) | > loss_duration: 2.2419867515563965 (2.3375360758408252) | > loss_1: 28.339689254760742 (31.825073905613113)  --> STEP: 24 | > loss_disc: 2.438432216644287 (2.394734005133311) | > loss_disc_real_0: 0.06696299463510513 (0.14532856953640777) | > loss_disc_real_1: 0.17274543642997742 (0.21794004924595356) | > loss_disc_real_2: 0.26753607392311096 (0.22955689144631228) | > loss_disc_real_3: 0.2534163296222687 (0.22516462206840515) | > loss_disc_real_4: 0.24562197923660278 (0.22959775663912296) | > loss_disc_real_5: 0.2828037440776825 (0.2176911955078443) | > loss_0: 2.438432216644287 (2.394734005133311) | > loss_gen: 2.3254570960998535 (2.409765124320984) | > loss_kl: 2.99369740486145 (3.0042957017819085) | > loss_feat: 6.982004165649414 (6.762873888015747) | > loss_mel: 16.954891204833984 (17.300957322120667) | > loss_duration: 2.4301791191101074 (2.341396202643712) | > loss_1: 31.686227798461914 (31.81928865114848)  --> STEP: 25 | > loss_disc: 2.354358673095703 (2.3931189918518068) | > loss_disc_real_0: 0.10763214528560638 (0.1438207125663757) | > loss_disc_real_1: 0.3679153323173523 (0.22393906056880952) | > loss_disc_real_2: 0.26535487174987793 (0.2309888106584549) | > loss_disc_real_3: 0.20244809985160828 (0.2242559611797333) | > loss_disc_real_4: 0.2128964066505432 (0.22892970263957976) | > loss_disc_real_5: 0.16851860284805298 (0.21572429180145264) | > loss_0: 2.354358673095703 (2.3931189918518068) | > loss_gen: 2.6667776107788086 (2.4200456237792967) | > loss_kl: 2.7920422554016113 (2.9958055639266967) | > loss_feat: 5.811634540557861 (6.7248243141174315) | > loss_mel: 14.384111404418945 (17.184283485412596) | > loss_duration: 2.375831365585327 (2.3427736091613767) | > loss_1: 28.030399322509766 (31.66773307800293)  --> STEP: 26 | > loss_disc: 2.641721725463867 (2.4026806354522705) | > loss_disc_real_0: 0.25268441438674927 (0.14800777802100545) | > loss_disc_real_1: 0.2220429927110672 (0.22386613488197327) | > loss_disc_real_2: 0.2810487151145935 (0.23291419159907562) | > loss_disc_real_3: 0.22048036754131317 (0.22411074603979403) | > loss_disc_real_4: 0.24888086318969727 (0.22969705496843046) | > loss_disc_real_5: 0.21266818046569824 (0.21560674905776978) | > loss_0: 2.641721725463867 (2.4026806354522705) | > loss_gen: 2.307948589324951 (2.4157341993772063) | > loss_kl: 2.3989663124084473 (2.972850208099072) | > loss_feat: 4.483575820922852 (6.638622448994563) | > loss_mel: 10.41189193725586 (16.923806887406567) | > loss_duration: 2.3008978366851807 (2.3411630025276766) | > loss_1: 21.90328025817871 (31.292177200317383) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026349562865037182 (+0.0003211223162137549) | > avg_loss_disc: 2.4026806354522705 (-0.07389524349799625) | > avg_loss_disc_real_0: 0.14800777802100545 (-0.02459532939470735) | > avg_loss_disc_real_1: 0.22386613488197327 (+0.01159037706943658) | > avg_loss_disc_real_2: 0.23291419159907562 (+0.0012066192351854743) | > avg_loss_disc_real_3: 0.22411074603979403 (-0.04066870533503031) | > avg_loss_disc_real_4: 0.22969705496843046 (-0.045549568075400115) | > avg_loss_disc_real_5: 0.21560674905776978 (-0.03632011207250446) | > avg_loss_0: 2.4026806354522705 (-0.07389524349799625) | > avg_loss_gen: 2.4157341993772063 (-0.02333121574842112) | > avg_loss_kl: 2.972850208099072 (+0.040252236219552984) | > avg_loss_feat: 6.638622448994563 (-0.025049851490901) | > avg_loss_mel: 16.923806887406567 (-0.26822717373187643) | > avg_loss_duration: 2.3411630025276766 (+0.006007011120135353) | > avg_loss_1: 31.292177200317383 (-0.27034832881047066)  > EPOCH: 676/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:03:33)   --> TIME: 2024-06-11 21:03:41 -- STEP: 19/330 -- GLOBAL_STEP: 311100 | > loss_disc: 2.3346805572509766 (2.334867602900455) | > loss_disc_real_0: 0.10049344599246979 (0.11155218709456294) | > loss_disc_real_1: 0.1700367033481598 (0.19741708275518918) | > loss_disc_real_2: 0.15340092778205872 (0.21261726790352872) | > loss_disc_real_3: 0.2062365710735321 (0.2268337811294355) | > loss_disc_real_4: 0.22472123801708221 (0.23743182734439247) | > loss_disc_real_5: 0.22230692207813263 (0.22655463453970456) | > loss_0: 2.3346805572509766 (2.334867602900455) | > grad_norm_0: tensor(5.4137, device='cuda:0') (tensor(6.8744, device='cuda:0')) | > loss_gen: 2.379197597503662 (2.4757728451176693) | > loss_kl: 1.8643085956573486 (1.8938424900958413) | > loss_feat: 7.338929653167725 (6.836453513095253) | > loss_mel: 16.47637367248535 (17.52490113910876) | > loss_duration: 1.9964778423309326 (2.0642791108081213) | > loss_1: 30.055286407470703 (30.795249035483913) | > grad_norm_1: tensor(65.3092, device='cuda:0') (tensor(74.6800, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3947 (0.38231272446481807) | > loader_time: 0.0038 (0.0035048660479093854)  --> TIME: 2024-06-11 21:03:50 -- STEP: 44/330 -- GLOBAL_STEP: 311125 | > loss_disc: 2.3008108139038086 (2.3448638970201676) | > loss_disc_real_0: 0.11455400288105011 (0.11118089966475964) | > loss_disc_real_1: 0.18960164487361908 (0.19977692514657974) | > loss_disc_real_2: 0.2249767929315567 (0.2106915885074572) | > loss_disc_real_3: 0.24574562907218933 (0.22829115356911311) | > loss_disc_real_4: 0.22729745507240295 (0.23245566846294838) | > loss_disc_real_5: 0.22258822619915009 (0.22226347334005617) | > loss_0: 2.3008108139038086 (2.3448638970201676) | > grad_norm_0: tensor(10.3275, device='cuda:0') (tensor(7.7757, device='cuda:0')) | > loss_gen: 2.5488364696502686 (2.4824995615265584) | > loss_kl: 2.052072525024414 (1.938942007043145) | > loss_feat: 7.484677791595459 (6.917309641838074) | > loss_mel: 18.213293075561523 (17.56734154441139) | > loss_duration: 1.917815923690796 (2.0147884054617453) | > loss_1: 32.21669387817383 (30.920881054618143) | > grad_norm_1: tensor(60.2746, device='cuda:0') (tensor(77.9311, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3616 (0.37025421315973456) | > loader_time: 0.0036 (0.003465657884424383)  --> TIME: 2024-06-11 21:03:59 -- STEP: 69/330 -- GLOBAL_STEP: 311150 | > loss_disc: 2.4850645065307617 (2.3461773602858833) | > loss_disc_real_0: 0.08935306966304779 (0.11233436067899068) | > loss_disc_real_1: 0.23726651072502136 (0.19797786400801892) | > loss_disc_real_2: 0.2713971436023712 (0.21098572555659473) | > loss_disc_real_3: 0.25057607889175415 (0.22787681373133176) | > loss_disc_real_4: 0.24128611385822296 (0.23202438674111298) | > loss_disc_real_5: 0.24457108974456787 (0.22289413040962772) | > loss_0: 2.4850645065307617 (2.3461773602858833) | > grad_norm_0: tensor(10.4143, device='cuda:0') (tensor(8.4507, device='cuda:0')) | > loss_gen: 2.3876142501831055 (2.4807594789974923) | > loss_kl: 1.9597892761230469 (1.954531985780467) | > loss_feat: 6.479857921600342 (6.9184707973314366) | > loss_mel: 16.722705841064453 (17.449343529300407) | > loss_duration: 1.9065043926239014 (1.9992321038591698) | > loss_1: 29.456472396850586 (30.80233783998351) | > grad_norm_1: tensor(69.9664, device='cuda:0') (tensor(89.2567, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3591 (0.3668186837348385) | > loader_time: 0.0037 (0.003540851067805636)  --> TIME: 2024-06-11 21:04:09 -- STEP: 94/330 -- GLOBAL_STEP: 311175 | > loss_disc: 2.40993070602417 (2.3538738438423645) | > loss_disc_real_0: 0.13013288378715515 (0.11492157148871016) | > loss_disc_real_1: 0.21858760714530945 (0.1981061528971854) | > loss_disc_real_2: 0.20691782236099243 (0.2104247605546992) | > loss_disc_real_3: 0.2344363033771515 (0.22765253658624404) | > loss_disc_real_4: 0.23355847597122192 (0.23154593607846727) | > loss_disc_real_5: 0.22760245203971863 (0.22212429138574194) | > loss_0: 2.40993070602417 (2.3538738438423645) | > grad_norm_0: tensor(9.7864, device='cuda:0') (tensor(8.7588, device='cuda:0')) | > loss_gen: 2.458482503890991 (2.4736457631943067) | > loss_kl: 2.065502166748047 (1.9643155234925291) | > loss_feat: 6.914611339569092 (6.932403544162182) | > loss_mel: 17.420757293701172 (17.45017930294605) | > loss_duration: 2.0420475006103516 (1.9967135064145358) | > loss_1: 30.90140151977539 (30.817257617382293) | > grad_norm_1: tensor(151.7150, device='cuda:0') (tensor(85.7147, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3628 (0.3700706755861324) | > loader_time: 0.0036 (0.0036087086860169754)  --> TIME: 2024-06-11 21:04:19 -- STEP: 119/330 -- GLOBAL_STEP: 311200 | > loss_disc: 2.4005625247955322 (2.3525897755342373) | > loss_disc_real_0: 0.15606093406677246 (0.11538331548706825) | > loss_disc_real_1: 0.20892779529094696 (0.1974413899563941) | > loss_disc_real_2: 0.1796155869960785 (0.2100069880986414) | > loss_disc_real_3: 0.24123165011405945 (0.22736931323003368) | > loss_disc_real_4: 0.2392469197511673 (0.23133980426467768) | > loss_disc_real_5: 0.2136482149362564 (0.22266370784334777) | > loss_0: 2.4005625247955322 (2.3525897755342373) | > grad_norm_0: tensor(5.0830, device='cuda:0') (tensor(8.7795, device='cuda:0')) | > loss_gen: 2.3445792198181152 (2.4763362427719495) | > loss_kl: 1.9643446207046509 (1.9799144558545922) | > loss_feat: 7.168606281280518 (6.956232892365015) | > loss_mel: 17.762794494628906 (17.46307180709198) | > loss_duration: 1.9973862171173096 (1.9987213731813835) | > loss_1: 31.23771095275879 (30.874276826361648) | > grad_norm_1: tensor(70.5246, device='cuda:0') (tensor(88.7436, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.391 (0.37258449722738834) | > loader_time: 0.0046 (0.0037820900187772863)  --> TIME: 2024-06-11 21:04:29 -- STEP: 144/330 -- GLOBAL_STEP: 311225 | > loss_disc: 2.317406177520752 (2.3594675279325905) | > loss_disc_real_0: 0.10215204209089279 (0.1163354626753264) | > loss_disc_real_1: 0.1894623190164566 (0.1973646783994303) | > loss_disc_real_2: 0.1879919022321701 (0.21026249964618018) | > loss_disc_real_3: 0.23184935748577118 (0.22809040132496092) | > loss_disc_real_4: 0.23314593732357025 (0.23187785637047556) | > loss_disc_real_5: 0.2378491908311844 (0.2233391489005751) | > loss_0: 2.317406177520752 (2.3594675279325905) | > grad_norm_0: tensor(5.3229, device='cuda:0') (tensor(8.5991, device='cuda:0')) | > loss_gen: 2.5435359477996826 (2.467205193307664) | > loss_kl: 1.9475889205932617 (1.990824855864048) | > loss_feat: 7.349831581115723 (6.932609581285052) | > loss_mel: 17.18928337097168 (17.42628943920135) | > loss_duration: 2.0104775428771973 (2.0035983373721447) | > loss_1: 31.04071617126465 (30.82052739461263) | > grad_norm_1: tensor(79.9448, device='cuda:0') (tensor(86.5248, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3954 (0.37573821014828157) | > loader_time: 0.004 (0.003909842835532295)  --> TIME: 2024-06-11 21:04:39 -- STEP: 169/330 -- GLOBAL_STEP: 311250 | > loss_disc: 2.3197391033172607 (2.3603126353766077) | > loss_disc_real_0: 0.09844567626714706 (0.11703093482192452) | > loss_disc_real_1: 0.21474818885326385 (0.19755815207605523) | > loss_disc_real_2: 0.2020363211631775 (0.21017249880810462) | > loss_disc_real_3: 0.22975395619869232 (0.2287652742051514) | > loss_disc_real_4: 0.22578729689121246 (0.23158333499050704) | > loss_disc_real_5: 0.2378796935081482 (0.22299596482127376) | > loss_0: 2.3197391033172607 (2.3603126353766077) | > grad_norm_0: tensor(12.8886, device='cuda:0') (tensor(9.1639, device='cuda:0')) | > loss_gen: 2.4658665657043457 (2.46872857336462) | > loss_kl: 2.153367757797241 (1.9993449900982647) | > loss_feat: 6.4606122970581055 (6.941844827324681) | > loss_mel: 17.130809783935547 (17.40989633142595) | > loss_duration: 2.0720996856689453 (2.0088813001587553) | > loss_1: 30.28275489807129 (30.828696030836838) | > grad_norm_1: tensor(218.4366, device='cuda:0') (tensor(90.1039, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3832 (0.37936831931390713) | > loader_time: 0.0072 (0.004040667291223648)  --> TIME: 2024-06-11 21:04:49 -- STEP: 194/330 -- GLOBAL_STEP: 311275 | > loss_disc: 2.357346534729004 (2.3666987148756826) | > loss_disc_real_0: 0.1238933727145195 (0.11774599390853312) | > loss_disc_real_1: 0.15248291194438934 (0.19780767762783869) | > loss_disc_real_2: 0.2100449800491333 (0.21085913149044685) | > loss_disc_real_3: 0.2362428903579712 (0.22939931793311208) | > loss_disc_real_4: 0.233561709523201 (0.23226873077375373) | > loss_disc_real_5: 0.21182453632354736 (0.22340213837697334) | > loss_0: 2.357346534729004 (2.3666987148756826) | > grad_norm_0: tensor(27.2741, device='cuda:0') (tensor(11.1592, device='cuda:0')) | > loss_gen: 2.354673385620117 (2.465581845991391) | > loss_kl: 2.161198854446411 (2.005225754890246) | > loss_feat: 6.686305046081543 (6.942191264064042) | > loss_mel: 17.135435104370117 (17.39899599920843) | > loss_duration: 2.0369834899902344 (2.01622701920185) | > loss_1: 30.374595642089844 (30.828221881512516) | > grad_norm_1: tensor(308.4870, device='cuda:0') (tensor(119.8413, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.3852 (0.380736139631763) | > loader_time: 0.0049 (0.004139604027738274)  --> TIME: 2024-06-11 21:04:59 -- STEP: 219/330 -- GLOBAL_STEP: 311300 | > loss_disc: 2.3796744346618652 (2.367971827450407) | > loss_disc_real_0: 0.08123596012592316 (0.11830270953782618) | > loss_disc_real_1: 0.1858063042163849 (0.19789885297485676) | > loss_disc_real_2: 0.2474910169839859 (0.21110270570402276) | > loss_disc_real_3: 0.23902064561843872 (0.2291143828467147) | > loss_disc_real_4: 0.2484690397977829 (0.23215913527632412) | > loss_disc_real_5: 0.29004931449890137 (0.22270594149419706) | > loss_0: 2.3796744346618652 (2.367971827450407) | > grad_norm_0: tensor(20.8572, device='cuda:0') (tensor(13.8563, device='cuda:0')) | > loss_gen: 2.5525596141815186 (2.4769220450153093) | > loss_kl: 2.1504287719726562 (2.0118738499950597) | > loss_feat: 7.5503997802734375 (6.985196601310277) | > loss_mel: 17.49460792541504 (17.35305680314156) | > loss_duration: 2.0909271240234375 (2.023778470139527) | > loss_1: 31.83892250061035 (30.850827761436705) | > grad_norm_1: tensor(373.9535, device='cuda:0') (tensor(149.1656, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.4021 (0.38271636832250316) | > loader_time: 0.0052 (0.0042284895840300814)  --> TIME: 2024-06-11 21:05:10 -- STEP: 244/330 -- GLOBAL_STEP: 311325 | > loss_disc: 2.3819127082824707 (2.3651715477959043) | > loss_disc_real_0: 0.12717795372009277 (0.11894965599306294) | > loss_disc_real_1: 0.2284853607416153 (0.19781618479822496) | > loss_disc_real_2: 0.20242944359779358 (0.2108307872883609) | > loss_disc_real_3: 0.20976386964321136 (0.22901217926476822) | > loss_disc_real_4: 0.22879761457443237 (0.2314558365672338) | > loss_disc_real_5: 0.24098707735538483 (0.22182158802132138) | > loss_0: 2.3819127082824707 (2.3651715477959043) | > grad_norm_0: tensor(61.4524, device='cuda:0') (tensor(17.2285, device='cuda:0')) | > loss_gen: 2.441239833831787 (2.482323385652949) | > loss_kl: 1.9924408197402954 (2.0125988125801086) | > loss_feat: 7.256378173828125 (6.98460208197109) | > loss_mel: 15.979507446289062 (17.291938324443638) | > loss_duration: 2.052183151245117 (2.0325538623528416) | > loss_1: 29.721750259399414 (30.804016449412362) | > grad_norm_1: tensor(622.2928, device='cuda:0') (tensor(176.9224, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.4223 (0.3854506035320095) | > loader_time: 0.0055 (0.0043420811168483064)  --> TIME: 2024-06-11 21:05:21 -- STEP: 269/330 -- GLOBAL_STEP: 311350 | > loss_disc: 2.283086061477661 (2.365757661238035) | > loss_disc_real_0: 0.12869524955749512 (0.11895147071230369) | > loss_disc_real_1: 0.23101742565631866 (0.19820097293773986) | > loss_disc_real_2: 0.23518013954162598 (0.2109287613275769) | > loss_disc_real_3: 0.22750422358512878 (0.22961859742948112) | > loss_disc_real_4: 0.21896900236606598 (0.231533541444509) | > loss_disc_real_5: 0.2135520577430725 (0.22207953639633152) | > loss_0: 2.283086061477661 (2.365757661238035) | > grad_norm_0: tensor(12.0104, device='cuda:0') (tensor(18.6167, device='cuda:0')) | > loss_gen: 2.57171893119812 (2.483449465280129) | > loss_kl: 2.050912618637085 (2.0177651993847254) | > loss_feat: 6.859343528747559 (7.00117173425327) | > loss_mel: 17.052642822265625 (17.270045223732428) | > loss_duration: 2.136104106903076 (2.0406774871854547) | > loss_1: 30.67072105407715 (30.813109046907673) | > grad_norm_1: tensor(518.1068, device='cuda:0') (tensor(198.5422, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.4517 (0.38980934788303306) | > loader_time: 0.0064 (0.00448290388823442)  --> TIME: 2024-06-11 21:05:33 -- STEP: 294/330 -- GLOBAL_STEP: 311375 | > loss_disc: 2.4918603897094727 (2.3679604660086073) | > loss_disc_real_0: 0.12637294828891754 (0.12044743848901217) | > loss_disc_real_1: 0.20154815912246704 (0.1982128060593897) | > loss_disc_real_2: 0.2514108419418335 (0.2112820652776024) | > loss_disc_real_3: 0.21792566776275635 (0.2294156017656229) | > loss_disc_real_4: 0.22599360346794128 (0.23122177227419244) | > loss_disc_real_5: 0.2262657731771469 (0.22167846149936013) | > loss_0: 2.4918603897094727 (2.3679604660086073) | > grad_norm_0: tensor(66.2437, device='cuda:0') (tensor(20.9568, device='cuda:0')) | > loss_gen: 2.3749313354492188 (2.483101914529087) | > loss_kl: 2.0518007278442383 (2.019176285283096) | > loss_feat: 7.116103649139404 (7.011263565141327) | > loss_mel: 17.06315040588379 (17.21787117614228) | > loss_duration: 2.193824291229248 (2.050628156078106) | > loss_1: 30.7998104095459 (30.782041069601668) | > grad_norm_1: tensor(483.2007, device='cuda:0') (tensor(220.3240, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.4583 (0.39564678295939965) | > loader_time: 0.0075 (0.00464318236526178)  --> TIME: 2024-06-11 21:05:46 -- STEP: 319/330 -- GLOBAL_STEP: 311400 | > loss_disc: 2.471804141998291 (2.3708635415403068) | > loss_disc_real_0: 0.20158100128173828 (0.12211495983563246) | > loss_disc_real_1: 0.19193299114704132 (0.1984360571191603) | > loss_disc_real_2: 0.20861183106899261 (0.21162129522864723) | > loss_disc_real_3: 0.22141426801681519 (0.22967248650553831) | > loss_disc_real_4: 0.2348211258649826 (0.23141093005580957) | > loss_disc_real_5: 0.23614439368247986 (0.22171791822745882) | > loss_0: 2.471804141998291 (2.3708635415403068) | > grad_norm_0: tensor(48.3274, device='cuda:0') (tensor(23.0417, device='cuda:0')) | > loss_gen: 2.3643481731414795 (2.4866455027302226) | > loss_kl: 1.9197498559951782 (2.021289314222189) | > loss_feat: 7.034556865692139 (7.040192222894173) | > loss_mel: 16.424293518066406 (17.182993479283258) | > loss_duration: 2.247532367706299 (2.064570260272133) | > loss_1: 29.990480422973633 (30.795690781644147) | > grad_norm_1: tensor(225.9816, device='cuda:0') (tensor(242.8020, device='cuda:0')) | > current_lr_0: 0.00018379336033321782 | > current_lr_1: 0.00018379336033321782 | > step_time: 0.5764 (0.4048566511805904) | > loader_time: 0.008 (0.004858857038252782)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8221988677978516 (2.8221988677978516) | > loss_disc_real_0: 0.24490082263946533 (0.24490082263946533) | > loss_disc_real_1: 0.22757257521152496 (0.22757257521152496) | > loss_disc_real_2: 0.2748963236808777 (0.2748963236808777) | > loss_disc_real_3: 0.2777656614780426 (0.2777656614780426) | > loss_disc_real_4: 0.27086764574050903 (0.27086764574050903) | > loss_disc_real_5: 0.25635695457458496 (0.25635695457458496) | > loss_0: 2.8221988677978516 (2.8221988677978516) | > loss_gen: 2.0178780555725098 (2.0178780555725098) | > loss_kl: 2.6603739261627197 (2.6603739261627197) | > loss_feat: 3.9324827194213867 (3.9324827194213867) | > loss_mel: 14.266615867614746 (14.266615867614746) | > loss_duration: 2.985426425933838 (2.985426425933838) | > loss_1: 25.862775802612305 (25.862775802612305)  --> STEP: 1 | > loss_disc: 2.2981112003326416 (2.2981112003326416) | > loss_disc_real_0: 0.05763408541679382 (0.05763408541679382) | > loss_disc_real_1: 0.17823965847492218 (0.17823965847492218) | > loss_disc_real_2: 0.21887855231761932 (0.21887855231761932) | > loss_disc_real_3: 0.28679704666137695 (0.28679704666137695) | > loss_disc_real_4: 0.2688690721988678 (0.2688690721988678) | > loss_disc_real_5: 0.23223958909511566 (0.23223958909511566) | > loss_0: 2.2981112003326416 (2.2981112003326416) | > loss_gen: 2.488086462020874 (2.488086462020874) | > loss_kl: 3.238102912902832 (3.238102912902832) | > loss_feat: 6.776550769805908 (6.776550769805908) | > loss_mel: 19.35403060913086 (19.35403060913086) | > loss_duration: 2.411121129989624 (2.411121129989624) | > loss_1: 34.26789093017578 (34.26789093017578)  --> STEP: 2 | > loss_disc: 2.3296144008636475 (2.3138628005981445) | > loss_disc_real_0: 0.08229988813400269 (0.06996698677539825) | > loss_disc_real_1: 0.20066459476947784 (0.1894521266222) | > loss_disc_real_2: 0.3094143569469452 (0.26414645463228226) | > loss_disc_real_3: 0.2304333746433258 (0.2586152106523514) | > loss_disc_real_4: 0.22934585809707642 (0.2491074651479721) | > loss_disc_real_5: 0.18834584951400757 (0.21029271930456161) | > loss_0: 2.3296144008636475 (2.3138628005981445) | > loss_gen: 2.3222885131835938 (2.405187487602234) | > loss_kl: 3.055752754211426 (3.146927833557129) | > loss_feat: 5.527525901794434 (6.152038335800171) | > loss_mel: 20.091754913330078 (19.72289276123047) | > loss_duration: 2.486023426055908 (2.448572278022766) | > loss_1: 33.48334503173828 (33.87561798095703)  --> STEP: 3 | > loss_disc: 2.403719663619995 (2.3438150882720947) | > loss_disc_real_0: 0.17094336450099945 (0.10362577935059865) | > loss_disc_real_1: 0.19077563285827637 (0.1898932953675588) | > loss_disc_real_2: 0.2315736711025238 (0.2532888601223628) | > loss_disc_real_3: 0.22552762925624847 (0.24758601685365042) | > loss_disc_real_4: 0.24634364247322083 (0.24818619092305502) | > loss_disc_real_5: 0.20498448610305786 (0.2085233082373937) | > loss_0: 2.403719663619995 (2.3438150882720947) | > loss_gen: 2.3058557510375977 (2.372076908747355) | > loss_kl: 3.7114875316619873 (3.3351143995920816) | > loss_feat: 5.946887969970703 (6.083654880523682) | > loss_mel: 18.181480407714844 (19.209088643391926) | > loss_duration: 2.414984941482544 (2.4373764991760254) | > loss_1: 32.56069564819336 (33.437310536702476)  --> STEP: 4 | > loss_disc: 2.445035219192505 (2.3691201210021973) | > loss_disc_real_0: 0.12253981828689575 (0.10835428908467293) | > loss_disc_real_1: 0.1836114227771759 (0.18832282721996307) | > loss_disc_real_2: 0.18655702471733093 (0.2366059012711048) | > loss_disc_real_3: 0.25375789403915405 (0.24912898615002632) | > loss_disc_real_4: 0.22767265141010284 (0.24305780604481697) | > loss_disc_real_5: 0.2166561782360077 (0.2105565257370472) | > loss_0: 2.445035219192505 (2.3691201210021973) | > loss_gen: 2.1441941261291504 (2.315106213092804) | > loss_kl: 4.076790809631348 (3.520533502101898) | > loss_feat: 5.375957012176514 (5.90673041343689) | > loss_mel: 19.389841079711914 (19.254276752471924) | > loss_duration: 2.3771023750305176 (2.4223079681396484) | > loss_1: 33.36388397216797 (33.41895389556885)  --> STEP: 5 | > loss_disc: 2.2036454677581787 (2.3360251903533937) | > loss_disc_real_0: 0.0989893227815628 (0.1064812958240509) | > loss_disc_real_1: 0.20400816202163696 (0.19145989418029785) | > loss_disc_real_2: 0.23176491260528564 (0.23563770353794097) | > loss_disc_real_3: 0.2634959816932678 (0.25200238525867463) | > loss_disc_real_4: 0.2298208773136139 (0.24041042029857634) | > loss_disc_real_5: 0.2265348881483078 (0.2137521982192993) | > loss_0: 2.2036454677581787 (2.3360251903533937) | > loss_gen: 2.500187873840332 (2.3521225452423096) | > loss_kl: 2.388051986694336 (3.294037199020386) | > loss_feat: 5.900518894195557 (5.905488109588623) | > loss_mel: 18.26300621032715 (19.05602264404297) | > loss_duration: 2.32086181640625 (2.402018737792969) | > loss_1: 31.37262725830078 (33.00968856811524)  --> STEP: 6 | > loss_disc: 2.3868393898010254 (2.3444942235946655) | > loss_disc_real_0: 0.14200550317764282 (0.11240199704964955) | > loss_disc_real_1: 0.2283822000026703 (0.19761361181735992) | > loss_disc_real_2: 0.24539026618003845 (0.23726313064495722) | > loss_disc_real_3: 0.31233951449394226 (0.2620585734645526) | > loss_disc_real_4: 0.2961817979812622 (0.24970564991235733) | > loss_disc_real_5: 0.20790307223796844 (0.2127773438890775) | > loss_0: 2.3868393898010254 (2.3444942235946655) | > loss_gen: 2.564281702041626 (2.3874824047088623) | > loss_kl: 3.0866901874542236 (3.259479363759359) | > loss_feat: 4.8120317459106445 (5.72324538230896) | > loss_mel: 18.840547561645508 (19.02011013031006) | > loss_duration: 2.158137321472168 (2.3613718350728354) | > loss_1: 31.461688995361328 (32.751688639322914)  --> STEP: 7 | > loss_disc: 2.561089515686035 (2.375436408179147) | > loss_disc_real_0: 0.1820121705532074 (0.12234630755015782) | > loss_disc_real_1: 0.25537917017936707 (0.2058658344405038) | > loss_disc_real_2: 0.2624594569206238 (0.2408626058271953) | > loss_disc_real_3: 0.30768463015556335 (0.2685765815632684) | > loss_disc_real_4: 0.3039395213127136 (0.25745334582669394) | > loss_disc_real_5: 0.30067065358161926 (0.22533353098801204) | > loss_0: 2.561089515686035 (2.375436408179147) | > loss_gen: 2.563601493835449 (2.412642274584089) | > loss_kl: 4.06468391418457 (3.3745085852486745) | > loss_feat: 4.85265588760376 (5.598875454493931) | > loss_mel: 15.841678619384766 (18.56604848589216) | > loss_duration: 2.558856248855591 (2.3895838941846574) | > loss_1: 29.88147735595703 (32.341658455984934)  --> STEP: 8 | > loss_disc: 2.695944309234619 (2.415499895811081) | > loss_disc_real_0: 0.2340259850025177 (0.1363062672317028) | > loss_disc_real_1: 0.18834835290908813 (0.20367614924907684) | > loss_disc_real_2: 0.23189973831176758 (0.23974224738776684) | > loss_disc_real_3: 0.26743099093437195 (0.26843338273465633) | > loss_disc_real_4: 0.19144509732723236 (0.24920231476426125) | > loss_disc_real_5: 0.1789194941520691 (0.21953177638351917) | > loss_0: 2.695944309234619 (2.415499895811081) | > loss_gen: 2.056351900100708 (2.3681059777736664) | > loss_kl: 3.9297196865081787 (3.4439099729061127) | > loss_feat: 7.907834529876709 (5.887495338916779) | > loss_mel: 16.502094268798828 (18.308054208755493) | > loss_duration: 2.2352898120880127 (2.370297133922577) | > loss_1: 32.631290435791016 (32.37786245346069)  --> STEP: 9 | > loss_disc: 2.5510363578796387 (2.4305595027075872) | > loss_disc_real_0: 0.18485096096992493 (0.14170012209150526) | > loss_disc_real_1: 0.18926052749156952 (0.2020744134982427) | > loss_disc_real_2: 0.1660701185464859 (0.23155645529429117) | > loss_disc_real_3: 0.20702940225601196 (0.2616107182370292) | > loss_disc_real_4: 0.20260442793369293 (0.24402477178308699) | > loss_disc_real_5: 0.22640740871429443 (0.2202957355313831) | > loss_0: 2.5510363578796387 (2.4305595027075872) | > loss_gen: 2.2115237712860107 (2.3507079548305936) | > loss_kl: 3.2787106037139893 (3.425554487440321) | > loss_feat: 11.368600845336914 (6.496507061852349) | > loss_mel: 20.348134994506836 (18.534729851616753) | > loss_duration: 2.149272918701172 (2.3457388877868652) | > loss_1: 39.35624313354492 (33.15323808458116)  --> STEP: 10 | > loss_disc: 2.5144760608673096 (2.4389511585235595) | > loss_disc_real_0: 0.11937664449214935 (0.13946777433156968) | > loss_disc_real_1: 0.23460152745246887 (0.2053271248936653) | > loss_disc_real_2: 0.1806831806898117 (0.22646912783384324) | > loss_disc_real_3: 0.29815444350242615 (0.26526509076356886) | > loss_disc_real_4: 0.332136332988739 (0.25283592790365217) | > loss_disc_real_5: 0.27548947930336 (0.22581510990858078) | > loss_0: 2.5144760608673096 (2.4389511585235595) | > loss_gen: 2.4689345359802246 (2.3625306129455566) | > loss_kl: 3.204237937927246 (3.4034228324890137) | > loss_feat: 5.6652984619140625 (6.41338620185852) | > loss_mel: 16.777624130249023 (18.35901927947998) | > loss_duration: 2.4097094535827637 (2.352135944366455) | > loss_1: 30.52580451965332 (32.89049472808838)  --> STEP: 11 | > loss_disc: 2.230112075805664 (2.419965787367387) | > loss_disc_real_0: 0.10950715839862823 (0.13674408197402954) | > loss_disc_real_1: 0.1961066871881485 (0.20448890328407288) | > loss_disc_real_2: 0.2165621966123581 (0.22556849772279913) | > loss_disc_real_3: 0.22355906665325165 (0.26147363402626733) | > loss_disc_real_4: 0.23504310846328735 (0.251218398863619) | > loss_disc_real_5: 0.23434266448020935 (0.2265903421423652) | > loss_0: 2.230112075805664 (2.419965787367387) | > loss_gen: 2.5243818759918213 (2.3772443641315806) | > loss_kl: 3.5750999450683594 (3.4190298427234995) | > loss_feat: 7.164631366729736 (6.4816812168468125) | > loss_mel: 16.34935188293457 (18.1763222434304) | > loss_duration: 2.525912284851074 (2.3679337935014204) | > loss_1: 32.13937759399414 (32.82221135226163)  --> STEP: 12 | > loss_disc: 2.25189471244812 (2.4059598644574485) | > loss_disc_real_0: 0.09484843164682388 (0.13325277778009573) | > loss_disc_real_1: 0.17340022325515747 (0.20189817994832993) | > loss_disc_real_2: 0.2219206541776657 (0.22526451076070467) | > loss_disc_real_3: 0.25096264481544495 (0.26059771825869876) | > loss_disc_real_4: 0.26807427406311035 (0.2526230551302433) | > loss_disc_real_5: 0.2673741281032562 (0.22998899097243944) | > loss_0: 2.25189471244812 (2.4059598644574485) | > loss_gen: 2.535410165786743 (2.3904248476028442) | > loss_kl: 2.4275007247924805 (3.336402416229248) | > loss_feat: 5.640042304992676 (6.411544640858968) | > loss_mel: 18.585784912109375 (18.21044413248698) | > loss_duration: 2.2257111072540283 (2.3560819029808044) | > loss_1: 31.41444969177246 (32.7048978805542)  --> STEP: 13 | > loss_disc: 2.504206657409668 (2.4135173100691576) | > loss_disc_real_0: 0.19023114442825317 (0.13763572906072324) | > loss_disc_real_1: 0.27698150277137756 (0.20767382016548744) | > loss_disc_real_2: 0.2649855613708496 (0.22831997619225428) | > loss_disc_real_3: 0.33091089129447937 (0.26600642387683576) | > loss_disc_real_4: 0.2645982801914215 (0.25354422628879547) | > loss_disc_real_5: 0.25191953778266907 (0.23167595611168787) | > loss_0: 2.504206657409668 (2.4135173100691576) | > loss_gen: 2.622467279434204 (2.4082742654360256) | > loss_kl: 2.6169490814208984 (3.2810598520132213) | > loss_feat: 5.808541297912598 (6.365159768324632) | > loss_mel: 15.214552879333496 (17.97999095916748) | > loss_duration: 2.239248752593994 (2.3470947375664344) | > loss_1: 28.501758575439453 (32.38157947246845)  --> STEP: 14 | > loss_disc: 2.3253064155578613 (2.4072165318897794) | > loss_disc_real_0: 0.16846632957458496 (0.13983791481171337) | > loss_disc_real_1: 0.13627983629703522 (0.20257424988916942) | > loss_disc_real_2: 0.19941750168800354 (0.22625551372766495) | > loss_disc_real_3: 0.19531020522117615 (0.2609566939728601) | > loss_disc_real_4: 0.2597179114818573 (0.2539852038025856) | > loss_disc_real_5: 0.2163027673959732 (0.23057787120342255) | > loss_0: 2.3253064155578613 (2.4072165318897794) | > loss_gen: 2.2782444953918457 (2.398986424718584) | > loss_kl: 3.9630465507507324 (3.329773187637329) | > loss_feat: 7.0543131828308105 (6.41438501221793) | > loss_mel: 18.636560440063477 (18.02688877923148) | > loss_duration: 2.3760313987731934 (2.3491616419383456) | > loss_1: 34.30819320678711 (32.5191947392055)  --> STEP: 15 | > loss_disc: 2.345180034637451 (2.403080765406291) | > loss_disc_real_0: 0.09786994755268097 (0.13704005032777786) | > loss_disc_real_1: 0.2269826978445053 (0.2042014797528585) | > loss_disc_real_2: 0.21461500227451324 (0.22547947963078815) | > loss_disc_real_3: 0.23944781720638275 (0.25952276885509495) | > loss_disc_real_4: 0.24913160502910614 (0.2536616305510203) | > loss_disc_real_5: 0.26523640751838684 (0.23288844029108682) | > loss_0: 2.345180034637451 (2.403080765406291) | > loss_gen: 2.369439125061035 (2.3970166047414145) | > loss_kl: 3.863157272338867 (3.3653321266174316) | > loss_feat: 8.319766998291016 (6.541410477956136) | > loss_mel: 17.09210777282715 (17.96457004547119) | > loss_duration: 2.406172752380371 (2.3529623826344808) | > loss_1: 34.05064392089844 (32.62129135131837)  --> STEP: 16 | > loss_disc: 2.600660800933838 (2.4154295176267624) | > loss_disc_real_0: 0.20113065838813782 (0.14104571333155036) | > loss_disc_real_1: 0.3233954608440399 (0.21165110357105732) | > loss_disc_real_2: 0.2824646830558777 (0.22904105484485626) | > loss_disc_real_3: 0.2787174582481384 (0.2607224369421602) | > loss_disc_real_4: 0.3219519555568695 (0.2579297758638859) | > loss_disc_real_5: 0.26650628447532654 (0.23498955555260181) | > loss_0: 2.600660800933838 (2.4154295176267624) | > loss_gen: 2.6267552375793457 (2.411375269293785) | > loss_kl: 2.8976759910583496 (3.336103618144989) | > loss_feat: 7.644538879394531 (6.610356003046036) | > loss_mel: 15.876873970031738 (17.834089040756226) | > loss_duration: 2.408994674682617 (2.3564644008874893) | > loss_1: 31.4548397064209 (32.54838812351228)  --> STEP: 17 | > loss_disc: 2.1936163902282715 (2.402381686603322) | > loss_disc_real_0: 0.10571374744176865 (0.1389673623968573) | > loss_disc_real_1: 0.17310184240341187 (0.20938349997296052) | > loss_disc_real_2: 0.2668863832950592 (0.23126725063604467) | > loss_disc_real_3: 0.2214958667755127 (0.2584149916382397) | > loss_disc_real_4: 0.20079825818538666 (0.2545690983533859) | > loss_disc_real_5: 0.2095164656639099 (0.23349113850032582) | > loss_0: 2.1936163902282715 (2.402381686603322) | > loss_gen: 2.5919671058654785 (2.421998318503885) | > loss_kl: 2.1820404529571533 (3.268217549604528) | > loss_feat: 6.448829650878906 (6.600854452918558) | > loss_mel: 17.06496810913086 (17.788846633013556) | > loss_duration: 2.463386058807373 (2.3627539101768944) | > loss_1: 30.751192092895508 (32.44267070994659)  --> STEP: 18 | > loss_disc: 2.412419319152832 (2.4029393328560724) | > loss_disc_real_0: 0.1393793821334839 (0.13899025238222545) | > loss_disc_real_1: 0.24256180226802826 (0.21122673898935318) | > loss_disc_real_2: 0.23474352061748505 (0.23146037674612469) | > loss_disc_real_3: 0.24250701069831848 (0.2575312149193552) | > loss_disc_real_4: 0.2064419984817505 (0.25189537058273953) | > loss_disc_real_5: 0.2593756914138794 (0.23492916921774545) | > loss_0: 2.412419319152832 (2.4029393328560724) | > loss_gen: 2.4233319759368896 (2.422072410583496) | > loss_kl: 2.6842844486236572 (3.2357768217722573) | > loss_feat: 8.526415824890137 (6.7078300846947565) | > loss_mel: 17.752878189086914 (17.786848386128742) | > loss_duration: 2.271545886993408 (2.3576867977778115) | > loss_1: 33.65845489501953 (32.51021427578397)  --> STEP: 19 | > loss_disc: 2.486637830734253 (2.407344516954924) | > loss_disc_real_0: 0.2785140573978424 (0.14633361054094216) | > loss_disc_real_1: 0.22239431738853455 (0.2118145062735206) | > loss_disc_real_2: 0.24258558452129364 (0.23204591399744937) | > loss_disc_real_3: 0.29329657554626465 (0.25941360232077154) | > loss_disc_real_4: 0.2380290925502777 (0.2511655664757678) | > loss_disc_real_5: 0.2309945821762085 (0.23472208568924352) | > loss_0: 2.486637830734253 (2.407344516954924) | > loss_gen: 2.4440364837646484 (2.4232284144351355) | > loss_kl: 2.058016777038574 (3.1737894509968005) | > loss_feat: 6.9399895668029785 (6.720049004805715) | > loss_mel: 16.28717803955078 (17.7079183678878) | > loss_duration: 2.339014768600464 (2.3567040594000566) | > loss_1: 30.068235397338867 (32.38168907165529)  --> STEP: 20 | > loss_disc: 2.4265434741973877 (2.4083044648170473) | > loss_disc_real_0: 0.16332384943962097 (0.14718312248587612) | > loss_disc_real_1: 0.23845234513282776 (0.21314639821648598) | > loss_disc_real_2: 0.21438255906105042 (0.23116274625062944) | > loss_disc_real_3: 0.22198081016540527 (0.2575419627130032) | > loss_disc_real_4: 0.2037036120891571 (0.2487924687564373) | > loss_disc_real_5: 0.21269208192825317 (0.233620585501194) | > loss_0: 2.4265434741973877 (2.4083044648170473) | > loss_gen: 2.224457025527954 (2.413289844989776) | > loss_kl: 2.84013032913208 (3.1571064949035645) | > loss_feat: 6.14831018447876 (6.691462063789368) | > loss_mel: 16.0914306640625 (17.627093982696532) | > loss_duration: 2.2617969512939453 (2.351958703994751) | > loss_1: 29.566125869750977 (32.24091091156007)  --> STEP: 21 | > loss_disc: 2.4396090507507324 (2.4097951593853177) | > loss_disc_real_0: 0.15499332547187805 (0.14755503691378097) | > loss_disc_real_1: 0.22751928865909576 (0.21383082157089597) | > loss_disc_real_2: 0.2156234085559845 (0.23042277778897965) | > loss_disc_real_3: 0.24027319252490997 (0.256719640323094) | > loss_disc_real_4: 0.2499091476202011 (0.24884564394042605) | > loss_disc_real_5: 0.21949368715286255 (0.23294787605603537) | > loss_0: 2.4396090507507324 (2.4097951593853177) | > loss_gen: 2.3133034706115723 (2.4085285890670045) | > loss_kl: 2.838132619857788 (3.1419172627585277) | > loss_feat: 5.892410755157471 (6.653412001473563) | > loss_mel: 14.15748119354248 (17.46187432607015) | > loss_duration: 2.168635368347168 (2.343229021344866) | > loss_1: 27.36996078491211 (32.008960905529214)  --> STEP: 22 | > loss_disc: 2.3802971839904785 (2.408454342321916) | > loss_disc_real_0: 0.11847438663244247 (0.1462331891737201) | > loss_disc_real_1: 0.29677799344062805 (0.2176011475649747) | > loss_disc_real_2: 0.2174600064754486 (0.2298335609110919) | > loss_disc_real_3: 0.28197333216667175 (0.25786753540689306) | > loss_disc_real_4: 0.24573774635791779 (0.24870437586849387) | > loss_disc_real_5: 0.23458948731422424 (0.2330224947495894) | > loss_0: 2.3802971839904785 (2.408454342321916) | > loss_gen: 2.677778959274292 (2.420767242258245) | > loss_kl: 2.3504109382629395 (3.1059397025541826) | > loss_feat: 7.33828067779541 (6.684542395851829) | > loss_mel: 19.592632293701172 (17.55872696096247) | > loss_duration: 2.2397713661193848 (2.3385264006527984) | > loss_1: 34.198875427246094 (32.10850247469816)  --> STEP: 23 | > loss_disc: 2.6231884956359863 (2.4177906098573105) | > loss_disc_real_0: 0.14351952075958252 (0.14611520359049673) | > loss_disc_real_1: 0.227959543466568 (0.2180515126041744) | > loss_disc_real_2: 0.2424444556236267 (0.2303818606812021) | > loss_disc_real_3: 0.25591254234313965 (0.257782535708469) | > loss_disc_real_4: 0.26994580030441284 (0.2496279160613599) | > loss_disc_real_5: 0.30918800830841064 (0.23633403881736423) | > loss_0: 2.6231884956359863 (2.4177906098573105) | > loss_gen: 2.168320894241333 (2.409791314083597) | > loss_kl: 2.805633068084717 (3.092882892359858) | > loss_feat: 5.356577396392822 (6.626804787179698) | > loss_mel: 15.63396167755127 (17.475041513857636) | > loss_duration: 2.2880501747131348 (2.3363317821336826) | > loss_1: 28.252544403076172 (31.940852123758077)  --> STEP: 24 | > loss_disc: 2.582540988922119 (2.4246552089850106) | > loss_disc_real_0: 0.26706570386886597 (0.1511548077687621) | > loss_disc_real_1: 0.216462641954422 (0.21798530966043472) | > loss_disc_real_2: 0.3557772934436798 (0.23560667037963867) | > loss_disc_real_3: 0.3276613652706146 (0.2606941536068917) | > loss_disc_real_4: 0.22669555246829987 (0.24867240091164908) | > loss_disc_real_5: 0.2725648283958435 (0.23784365504980087) | > loss_0: 2.582540988922119 (2.4246552089850106) | > loss_gen: 2.5828309059143066 (2.4170012970765433) | > loss_kl: 2.526251792907715 (3.0692732632160187) | > loss_feat: 6.330585956573486 (6.614462335904439) | > loss_mel: 17.77303123474121 (17.487457752227787) | > loss_duration: 2.4693856239318848 (2.3418756922086077) | > loss_1: 31.682085037231445 (31.93007016181947)  --> STEP: 25 | > loss_disc: 2.6938414573669434 (2.435422658920288) | > loss_disc_real_0: 0.2484680563211441 (0.15504733771085738) | > loss_disc_real_1: 0.2357621043920517 (0.2186963814496994) | > loss_disc_real_2: 0.20892326533794403 (0.23453933417797088) | > loss_disc_real_3: 0.21941544115543365 (0.2590430051088334) | > loss_disc_real_4: 0.23102325201034546 (0.24796643495559692) | > loss_disc_real_5: 0.25887489318847656 (0.2386849045753479) | > loss_0: 2.6938414573669434 (2.435422658920288) | > loss_gen: 2.2743642330169678 (2.41129581451416) | > loss_kl: 2.8389923572540283 (3.060062026977539) | > loss_feat: 5.762295722961426 (6.580375671386719) | > loss_mel: 16.146268844604492 (17.433810195922856) | > loss_duration: 2.4448726177215576 (2.345995569229126) | > loss_1: 29.466793060302734 (31.831539077758798)  --> STEP: 26 | > loss_disc: 2.6436777114868164 (2.443432468634385) | > loss_disc_real_0: 0.16054971516132355 (0.1552589676127984) | > loss_disc_real_1: 0.09110937267541885 (0.21378918880453476) | > loss_disc_real_2: 0.20261447131633759 (0.23331145483713883) | > loss_disc_real_3: 0.25816065073013306 (0.2590090684019603) | > loss_disc_real_4: 0.35388702154159546 (0.252040303670443) | > loss_disc_real_5: 0.2907981872558594 (0.24068926160152143) | > loss_0: 2.6436777114868164 (2.443432468634385) | > loss_gen: 2.4942493438720703 (2.4144863348740797) | > loss_kl: 2.379178762435913 (3.0338742091105533) | > loss_feat: 10.765280723571777 (6.741333558009221) | > loss_mel: 18.49456024169922 (17.474608274606563) | > loss_duration: 2.31197452545166 (2.3446870675453773) | > loss_1: 36.44524383544922 (32.008989260746894) --> EVAL PERFORMANCE | > avg_loader_time: 0.002339867445138784 (-0.0002950888413649341) | > avg_loss_disc: 2.443432468634385 (+0.040751833182114616) | > avg_loss_disc_real_0: 0.1552589676127984 (+0.007251189591792939) | > avg_loss_disc_real_1: 0.21378918880453476 (-0.010076946077438503) | > avg_loss_disc_real_2: 0.23331145483713883 (+0.00039726323806321684) | > avg_loss_disc_real_3: 0.2590090684019603 (+0.03489832236216628) | > avg_loss_disc_real_4: 0.252040303670443 (+0.02234324870201254) | > avg_loss_disc_real_5: 0.24068926160152143 (+0.025082512543751656) | > avg_loss_0: 2.443432468634385 (+0.040751833182114616) | > avg_loss_gen: 2.4144863348740797 (-0.0012478645031266389) | > avg_loss_kl: 3.0338742091105533 (+0.06102400101148131) | > avg_loss_feat: 6.741333558009221 (+0.10271110901465796) | > avg_loss_mel: 17.474608274606563 (+0.5508013871999964) | > avg_loss_duration: 2.3446870675453773 (+0.0035240650177006394) | > avg_loss_1: 32.008989260746894 (+0.7168120604295112)  > EPOCH: 677/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:06:12)   --> TIME: 2024-06-11 21:06:19 -- STEP: 14/330 -- GLOBAL_STEP: 311425 | > loss_disc: 2.3207485675811768 (2.344624093600682) | > loss_disc_real_0: 0.10479697585105896 (0.102882198457207) | > loss_disc_real_1: 0.21097442507743835 (0.19459138704197748) | > loss_disc_real_2: 0.19925203919410706 (0.2027249155300004) | > loss_disc_real_3: 0.23524141311645508 (0.23046334513596126) | > loss_disc_real_4: 0.18992705643177032 (0.23215690148728235) | > loss_disc_real_5: 0.1723625808954239 (0.23316953011921474) | > loss_0: 2.3207485675811768 (2.344624093600682) | > grad_norm_0: tensor(10.7309, device='cuda:0') (tensor(11.8221, device='cuda:0')) | > loss_gen: 2.5905463695526123 (2.493104798453195) | > loss_kl: 1.7642593383789062 (1.909207011972155) | > loss_feat: 7.363339900970459 (6.745536123003278) | > loss_mel: 16.883995056152344 (17.5393009185791) | > loss_duration: 2.0100252628326416 (2.0823552863938466) | > loss_1: 30.612165451049805 (30.769504683358328) | > grad_norm_1: tensor(103.0324, device='cuda:0') (tensor(108.6267, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3664 (0.3676014798028128) | > loader_time: 0.0028 (0.0030754293714250836)  --> TIME: 2024-06-11 21:06:28 -- STEP: 39/330 -- GLOBAL_STEP: 311450 | > loss_disc: 2.2992990016937256 (2.336337303503966) | > loss_disc_real_0: 0.10029838979244232 (0.10436457911363015) | > loss_disc_real_1: 0.1651056557893753 (0.1963309469895485) | > loss_disc_real_2: 0.16995754837989807 (0.20660708195123917) | > loss_disc_real_3: 0.1959705501794815 (0.2287266647968537) | > loss_disc_real_4: 0.20503230392932892 (0.23206386237572402) | > loss_disc_real_5: 0.2102079540491104 (0.22889939982157487) | > loss_0: 2.2992990016937256 (2.336337303503966) | > grad_norm_0: tensor(6.9239, device='cuda:0') (tensor(10.5220, device='cuda:0')) | > loss_gen: 2.514893054962158 (2.5120632648468018) | > loss_kl: 1.9955933094024658 (1.9524077574412029) | > loss_feat: 7.552065372467041 (6.981911047911033) | > loss_mel: 17.38377571105957 (17.42580364911984) | > loss_duration: 2.0059525966644287 (2.016629154865558) | > loss_1: 31.452280044555664 (30.888815072866585) | > grad_norm_1: tensor(110.2806, device='cuda:0') (tensor(96.2046, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3588 (0.36406649076021635) | > loader_time: 0.0033 (0.0033537607926588794)  --> TIME: 2024-06-11 21:06:37 -- STEP: 64/330 -- GLOBAL_STEP: 311475 | > loss_disc: 2.362015724182129 (2.3384125940501685) | > loss_disc_real_0: 0.08944230526685715 (0.10610702156554908) | > loss_disc_real_1: 0.22988615930080414 (0.19747029175050557) | > loss_disc_real_2: 0.17304746806621552 (0.2075851778499782) | > loss_disc_real_3: 0.2127992808818817 (0.22788085392676294) | > loss_disc_real_4: 0.22904200851917267 (0.23242475534789264) | > loss_disc_real_5: 0.22290551662445068 (0.22527322033420205) | > loss_0: 2.362015724182129 (2.3384125940501685) | > grad_norm_0: tensor(5.7818, device='cuda:0') (tensor(9.9957, device='cuda:0')) | > loss_gen: 2.4098074436187744 (2.4981757625937466) | > loss_kl: 1.986220359802246 (1.9500560890883207) | > loss_feat: 7.627385139465332 (6.999179109930992) | > loss_mel: 18.20217514038086 (17.466664463281628) | > loss_duration: 1.997316837310791 (2.0017693508416423) | > loss_1: 32.222904205322266 (30.915844798088074) | > grad_norm_1: tensor(68.5032, device='cuda:0') (tensor(92.4306, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3832 (0.3668132424354553) | > loader_time: 0.0041 (0.0034769028425216675)  --> TIME: 2024-06-11 21:06:47 -- STEP: 89/330 -- GLOBAL_STEP: 311500 | > loss_disc: 2.384416341781616 (2.3429625489738544) | > loss_disc_real_0: 0.11629597842693329 (0.10792372610126988) | > loss_disc_real_1: 0.22181296348571777 (0.1968430992257729) | > loss_disc_real_2: 0.23795469105243683 (0.20805747539139866) | > loss_disc_real_3: 0.22041191160678864 (0.22913278153773103) | > loss_disc_real_4: 0.23649927973747253 (0.2327053513419762) | > loss_disc_real_5: 0.2583906650543213 (0.22483674646093604) | > loss_0: 2.384416341781616 (2.3429625489738544) | > grad_norm_0: tensor(6.4482, device='cuda:0') (tensor(10.8367, device='cuda:0')) | > loss_gen: 2.453061580657959 (2.4894926306906715) | > loss_kl: 1.9041281938552856 (1.9469855072792996) | > loss_feat: 7.262257099151611 (6.9825911682643245) | > loss_mel: 17.560871124267578 (17.404796964666815) | > loss_duration: 2.007899284362793 (1.9960139561235242) | > loss_1: 31.188217163085938 (30.819880239079506) | > grad_norm_1: tensor(97.4339, device='cuda:0') (tensor(118.8063, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3579 (0.36935310685232786) | > loader_time: 0.0044 (0.0035789548681023414) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_311500.pth  --> TIME: 2024-06-11 21:07:01 -- STEP: 114/330 -- GLOBAL_STEP: 311525 | > loss_disc: 2.4611258506774902 (2.3466979014246094) | > loss_disc_real_0: 0.158714160323143 (0.10999816995963715) | > loss_disc_real_1: 0.21442265808582306 (0.19506273000386723) | > loss_disc_real_2: 0.2291797399520874 (0.20899859136133864) | > loss_disc_real_3: 0.2337762862443924 (0.22959806770086288) | > loss_disc_real_4: 0.2169572412967682 (0.23098548371018024) | > loss_disc_real_5: 0.21543605625629425 (0.22412101087862984) | > loss_0: 2.4611258506774902 (2.3466979014246094) | > grad_norm_0: tensor(20.2846, device='cuda:0') (tensor(11.7305, device='cuda:0')) | > loss_gen: 2.4435057640075684 (2.4887082723149083) | > loss_kl: 1.9469280242919922 (1.9561047679499577) | > loss_feat: 6.9016337394714355 (7.035784353289688) | > loss_mel: 17.392452239990234 (17.39359668263218) | > loss_duration: 2.0229544639587402 (1.9981857203600704) | > loss_1: 30.707475662231445 (30.872379838374624) | > grad_norm_1: tensor(246.4280, device='cuda:0') (tensor(136.3036, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3606 (0.37152667631182756) | > loader_time: 0.0039 (0.0037218081323724043)  --> TIME: 2024-06-11 21:07:11 -- STEP: 139/330 -- GLOBAL_STEP: 311550 | > loss_disc: 2.3626596927642822 (2.351266656848167) | > loss_disc_real_0: 0.12015781551599503 (0.11223686840251196) | > loss_disc_real_1: 0.2221166491508484 (0.19544896011729893) | > loss_disc_real_2: 0.21526217460632324 (0.21015290036904724) | > loss_disc_real_3: 0.20817050337791443 (0.23006161414890838) | > loss_disc_real_4: 0.21625392138957977 (0.23143848390887967) | > loss_disc_real_5: 0.20012995600700378 (0.22447754249727125) | > loss_0: 2.3626596927642822 (2.351266656848167) | > grad_norm_0: tensor(13.6662, device='cuda:0') (tensor(13.0519, device='cuda:0')) | > loss_gen: 2.387542486190796 (2.4864636874027384) | > loss_kl: 2.0362913608551025 (1.9642826653212953) | > loss_feat: 6.745203018188477 (7.018691728440977) | > loss_mel: 17.602754592895508 (17.394047359768436) | > loss_duration: 2.070270299911499 (2.00389213699231) | > loss_1: 30.84206199645996 (30.867377603654383) | > grad_norm_1: tensor(46.9506, device='cuda:0') (tensor(147.7473, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3752 (0.37277850658773515) | > loader_time: 0.0039 (0.003825731414685146)  --> TIME: 2024-06-11 21:07:21 -- STEP: 164/330 -- GLOBAL_STEP: 311575 | > loss_disc: 2.353549003601074 (2.3545934209009505) | > loss_disc_real_0: 0.10518766194581985 (0.11291165740751638) | > loss_disc_real_1: 0.19140329957008362 (0.19566475908930714) | > loss_disc_real_2: 0.20974978804588318 (0.21089311661880192) | > loss_disc_real_3: 0.24313758313655853 (0.22999527287192462) | > loss_disc_real_4: 0.24371394515037537 (0.23164110767041765) | > loss_disc_real_5: 0.22406664490699768 (0.22383798304490926) | > loss_0: 2.353549003601074 (2.3545934209009505) | > grad_norm_0: tensor(15.3297, device='cuda:0') (tensor(14.6254, device='cuda:0')) | > loss_gen: 2.43051815032959 (2.486902106099012) | > loss_kl: 2.2237906455993652 (1.9791538380995028) | > loss_feat: 6.971930027008057 (7.028724670410156) | > loss_mel: 17.9780216217041 (17.398756631990768) | > loss_duration: 2.0914034843444824 (2.0075610359994385) | > loss_1: 31.695663452148438 (30.901098332753996) | > grad_norm_1: tensor(85.5775, device='cuda:0') (tensor(168.9243, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3885 (0.37489915039481175) | > loader_time: 0.0049 (0.00395756523783614)  --> TIME: 2024-06-11 21:07:31 -- STEP: 189/330 -- GLOBAL_STEP: 311600 | > loss_disc: 2.3035731315612793 (2.3554640131652667) | > loss_disc_real_0: 0.09090951085090637 (0.11341159250685777) | > loss_disc_real_1: 0.17558683454990387 (0.19531840527499167) | > loss_disc_real_2: 0.16830943524837494 (0.21110478500840524) | > loss_disc_real_3: 0.2371947169303894 (0.23018985001183062) | > loss_disc_real_4: 0.22700592875480652 (0.23201628762578208) | > loss_disc_real_5: 0.21847037971019745 (0.22395194475612942) | > loss_0: 2.3035731315612793 (2.3554640131652667) | > grad_norm_0: tensor(52.0766, device='cuda:0') (tensor(16.4485, device='cuda:0')) | > loss_gen: 2.5447750091552734 (2.4846774850572855) | > loss_kl: 2.105931282043457 (1.9843264843421007) | > loss_feat: 7.402266502380371 (7.017830268415825) | > loss_mel: 17.149185180664062 (17.382878863622278) | > loss_duration: 2.0936508178710938 (2.0147216805705317) | > loss_1: 31.295808792114258 (30.884434846343186) | > grad_norm_1: tensor(530.0989, device='cuda:0') (tensor(193.4350, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.3866 (0.37707553591047) | > loader_time: 0.0045 (0.004069330831053398)  --> TIME: 2024-06-11 21:07:41 -- STEP: 214/330 -- GLOBAL_STEP: 311625 | > loss_disc: 2.46809720993042 (2.3582761064868096) | > loss_disc_real_0: 0.19491519033908844 (0.1148479178408596) | > loss_disc_real_1: 0.24167825281620026 (0.19579843501342795) | > loss_disc_real_2: 0.24949999153614044 (0.21163207522341024) | > loss_disc_real_3: 0.23786436021327972 (0.2302609324873051) | > loss_disc_real_4: 0.21483983099460602 (0.2314894247417138) | > loss_disc_real_5: 0.2369777113199234 (0.22337060421705246) | > loss_0: 2.46809720993042 (2.3582761064868096) | > grad_norm_0: tensor(21.9161, device='cuda:0') (tensor(18.6165, device='cuda:0')) | > loss_gen: 2.6230170726776123 (2.49119453675279) | > loss_kl: 1.9418954849243164 (1.9888679925526414) | > loss_feat: 6.369624137878418 (7.031770888890062) | > loss_mel: 17.168386459350586 (17.353734034244145) | > loss_duration: 2.1181046962738037 (2.0222844269788145) | > loss_1: 30.221027374267578 (30.887851955734682) | > grad_norm_1: tensor(395.8574, device='cuda:0') (tensor(220.9508, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.4084 (0.37950710158481765) | > loader_time: 0.0052 (0.004162455273565849)  --> TIME: 2024-06-11 21:07:51 -- STEP: 239/330 -- GLOBAL_STEP: 311650 | > loss_disc: 2.3886160850524902 (2.359252699249458) | > loss_disc_real_0: 0.1523674875497818 (0.11604404246832038) | > loss_disc_real_1: 0.21174241602420807 (0.19597000301383033) | > loss_disc_real_2: 0.19317780435085297 (0.21067011063318372) | > loss_disc_real_3: 0.2235366702079773 (0.2303364124133497) | > loss_disc_real_4: 0.22305861115455627 (0.23152258268958853) | > loss_disc_real_5: 0.2120293229818344 (0.22266547469165035) | > loss_0: 2.3886160850524902 (2.359252699249458) | > grad_norm_0: tensor(17.7708, device='cuda:0') (tensor(22.0069, device='cuda:0')) | > loss_gen: 2.7152068614959717 (2.4947811260383) | > loss_kl: 2.0128722190856934 (1.9968823189515947) | > loss_feat: 7.317100524902344 (7.032243062262754) | > loss_mel: 16.91716766357422 (17.30760046428218) | > loss_duration: 2.0658037662506104 (2.0307606259150477) | > loss_1: 31.02815055847168 (30.862267609919463) | > grad_norm_1: tensor(356.1988, device='cuda:0') (tensor(242.4730, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.4184 (0.3825615230464535) | > loader_time: 0.0053 (0.004286186465658407)  --> TIME: 2024-06-11 21:08:02 -- STEP: 264/330 -- GLOBAL_STEP: 311675 | > loss_disc: 2.361630916595459 (2.3646942684144676) | > loss_disc_real_0: 0.12573841214179993 (0.11822972127772642) | > loss_disc_real_1: 0.1800333559513092 (0.1963789721555782) | > loss_disc_real_2: 0.2050550878047943 (0.2109223325369936) | > loss_disc_real_3: 0.2589011788368225 (0.23046019870900747) | > loss_disc_real_4: 0.24422183632850647 (0.2321635451958035) | > loss_disc_real_5: 0.24845586717128754 (0.22293247045441109) | > loss_0: 2.361630916595459 (2.3646942684144676) | > grad_norm_0: tensor(32.7276, device='cuda:0') (tensor(24.0776, device='cuda:0')) | > loss_gen: 2.5886781215667725 (2.4917960546233435) | > loss_kl: 1.9306849241256714 (2.0036818087100983) | > loss_feat: 6.983677864074707 (7.0267023895726055) | > loss_mel: 16.855762481689453 (17.284945325417958) | > loss_duration: 2.1495935916900635 (2.03891013382059) | > loss_1: 30.508398056030273 (30.84603569724343) | > grad_norm_1: tensor(388.7544, device='cuda:0') (tensor(257.3248, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.4348 (0.38745884281216236) | > loader_time: 0.0059 (0.0044187641505039135)  --> TIME: 2024-06-11 21:08:14 -- STEP: 289/330 -- GLOBAL_STEP: 311700 | > loss_disc: 2.4469950199127197 (2.367301834495834) | > loss_disc_real_0: 0.11029858887195587 (0.11916154496706893) | > loss_disc_real_1: 0.19396649301052094 (0.1967427828526414) | > loss_disc_real_2: 0.1922827959060669 (0.2111473181462205) | > loss_disc_real_3: 0.2141914814710617 (0.22998749503421123) | > loss_disc_real_4: 0.22016046941280365 (0.23209435665483705) | > loss_disc_real_5: 0.21334654092788696 (0.2232328489886848) | > loss_0: 2.4469950199127197 (2.367301834495834) | > grad_norm_0: tensor(16.8198, device='cuda:0') (tensor(24.1183, device='cuda:0')) | > loss_gen: 2.298764228820801 (2.4832715509672063) | > loss_kl: 2.125607490539551 (2.006504564961759) | > loss_feat: 6.6333112716674805 (7.004767350259537) | > loss_mel: 16.140411376953125 (17.2337137374086) | > loss_duration: 2.199585437774658 (2.0488965474198015) | > loss_1: 29.39767837524414 (30.777153767516456) | > grad_norm_1: tensor(77.7618, device='cuda:0') (tensor(259.1789, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.4565 (0.3927174736471735) | > loader_time: 0.0066 (0.004568759132834045)  --> TIME: 2024-06-11 21:08:26 -- STEP: 314/330 -- GLOBAL_STEP: 311725 | > loss_disc: 2.3882083892822266 (2.370609486178987) | > loss_disc_real_0: 0.12443716824054718 (0.1201359962534373) | > loss_disc_real_1: 0.19969041645526886 (0.1974118991167682) | > loss_disc_real_2: 0.2209789901971817 (0.21099874064041552) | > loss_disc_real_3: 0.21979615092277527 (0.23015865256452256) | > loss_disc_real_4: 0.20771467685699463 (0.23235039711947653) | > loss_disc_real_5: 0.21312716603279114 (0.22350076780577374) | > loss_0: 2.3882083892822266 (2.370609486178987) | > grad_norm_0: tensor(31.1426, device='cuda:0') (tensor(23.9519, device='cuda:0')) | > loss_gen: 2.4100964069366455 (2.476516347022572) | > loss_kl: 2.092128276824951 (2.0101264308971967) | > loss_feat: 7.011289596557617 (6.999684983757651) | > loss_mel: 15.953974723815918 (17.170823264273864) | > loss_duration: 2.250181198120117 (2.061885411951952) | > loss_1: 29.717670440673828 (30.71903645460773) | > grad_norm_1: tensor(228.3884, device='cuda:0') (tensor(257.3039, device='cuda:0')) | > current_lr_0: 0.00018377038616317615 | > current_lr_1: 0.00018377038616317615 | > step_time: 0.5269 (0.4007543606363283) | > loader_time: 0.0073 (0.0047700435492643144)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5081894397735596 (2.5081894397735596) | > loss_disc_real_0: 0.26861244440078735 (0.26861244440078735) | > loss_disc_real_1: 0.14601674675941467 (0.14601674675941467) | > loss_disc_real_2: 0.2834654450416565 (0.2834654450416565) | > loss_disc_real_3: 0.24777251482009888 (0.24777251482009888) | > loss_disc_real_4: 0.28553473949432373 (0.28553473949432373) | > loss_disc_real_5: 0.1848735362291336 (0.1848735362291336) | > loss_0: 2.5081894397735596 (2.5081894397735596) | > loss_gen: 2.414738655090332 (2.414738655090332) | > loss_kl: 3.1497855186462402 (3.1497855186462402) | > loss_feat: 4.725036144256592 (4.725036144256592) | > loss_mel: 15.382820129394531 (15.382820129394531) | > loss_duration: 3.0505988597869873 (3.0505988597869873) | > loss_1: 28.722976684570312 (28.722976684570312)  --> STEP: 1 | > loss_disc: 2.5825119018554688 (2.5825119018554688) | > loss_disc_real_0: 0.1783899962902069 (0.1783899962902069) | > loss_disc_real_1: 0.1412980705499649 (0.1412980705499649) | > loss_disc_real_2: 0.2240270972251892 (0.2240270972251892) | > loss_disc_real_3: 0.283644437789917 (0.283644437789917) | > loss_disc_real_4: 0.26008862257003784 (0.26008862257003784) | > loss_disc_real_5: 0.23261070251464844 (0.23261070251464844) | > loss_0: 2.5825119018554688 (2.5825119018554688) | > loss_gen: 2.2570111751556396 (2.2570111751556396) | > loss_kl: 2.318472385406494 (2.318472385406494) | > loss_feat: 6.365659236907959 (6.365659236907959) | > loss_mel: 18.448284149169922 (18.448284149169922) | > loss_duration: 2.407896041870117 (2.407896041870117) | > loss_1: 31.79732322692871 (31.79732322692871)  --> STEP: 2 | > loss_disc: 2.5181643962860107 (2.5503381490707397) | > loss_disc_real_0: 0.17400839924812317 (0.17619919776916504) | > loss_disc_real_1: 0.17886734008789062 (0.16008270531892776) | > loss_disc_real_2: 0.2916530668735504 (0.2578400820493698) | > loss_disc_real_3: 0.28067365288734436 (0.2821590453386307) | > loss_disc_real_4: 0.2285131961107254 (0.24430090934038162) | > loss_disc_real_5: 0.2084469348192215 (0.22052881866693497) | > loss_0: 2.5181643962860107 (2.5503381490707397) | > loss_gen: 2.442918062210083 (2.3499646186828613) | > loss_kl: 2.871169090270996 (2.594820737838745) | > loss_feat: 5.903765678405762 (6.13471245765686) | > loss_mel: 19.154626846313477 (18.8014554977417) | > loss_duration: 2.465665817260742 (2.4367809295654297) | > loss_1: 32.8381462097168 (32.317734718322754)  --> STEP: 3 | > loss_disc: 2.211472272872925 (2.4373828570048013) | > loss_disc_real_0: 0.12593388557434082 (0.15944409370422363) | > loss_disc_real_1: 0.11218339949846268 (0.1441162700454394) | > loss_disc_real_2: 0.2046899050474167 (0.2401233563820521) | > loss_disc_real_3: 0.22272303700447083 (0.2623470425605774) | > loss_disc_real_4: 0.23055343329906464 (0.23971841732660928) | > loss_disc_real_5: 0.22357700765132904 (0.221544881661733) | > loss_0: 2.211472272872925 (2.4373828570048013) | > loss_gen: 2.373415231704712 (2.357781489690145) | > loss_kl: 3.127636432647705 (2.772425969441732) | > loss_feat: 6.510339736938477 (6.259921550750732) | > loss_mel: 15.852079391479492 (17.81833012898763) | > loss_duration: 2.33966064453125 (2.404407501220703) | > loss_1: 30.2031307220459 (31.6128667195638)  --> STEP: 4 | > loss_disc: 2.5438232421875 (2.463992953300476) | > loss_disc_real_0: 0.21551434695720673 (0.1734616570174694) | > loss_disc_real_1: 0.13240477442741394 (0.14118839614093304) | > loss_disc_real_2: 0.3451669216156006 (0.2663842476904392) | > loss_disc_real_3: 0.19635428488254547 (0.2458488531410694) | > loss_disc_real_4: 0.1405535489320755 (0.21492720022797585) | > loss_disc_real_5: 0.17568442225456238 (0.21007976680994034) | > loss_0: 2.5438232421875 (2.463992953300476) | > loss_gen: 2.1833465099334717 (2.3141727447509766) | > loss_kl: 3.5033817291259766 (2.955164909362793) | > loss_feat: 5.396174430847168 (6.043984770774841) | > loss_mel: 17.634836196899414 (17.772456645965576) | > loss_duration: 2.351656675338745 (2.3912197947502136) | > loss_1: 31.069395065307617 (31.476998805999756)  --> STEP: 5 | > loss_disc: 2.5803322792053223 (2.4872608184814453) | > loss_disc_real_0: 0.1634947657585144 (0.1714682787656784) | > loss_disc_real_1: 0.1766023486852646 (0.14827118664979935) | > loss_disc_real_2: 0.18409240245819092 (0.24992587864398957) | > loss_disc_real_3: 0.2797881066799164 (0.2526367038488388) | > loss_disc_real_4: 0.2170647531747818 (0.21535471081733704) | > loss_disc_real_5: 0.3022024929523468 (0.22850431203842164) | > loss_0: 2.5803322792053223 (2.4872608184814453) | > loss_gen: 2.1502020359039307 (2.2813786029815675) | > loss_kl: 2.618680477142334 (2.8878680229187013) | > loss_feat: 5.297866344451904 (5.894761085510254) | > loss_mel: 18.732830047607422 (17.964531326293944) | > loss_duration: 2.3592166900634766 (2.384819173812866) | > loss_1: 31.158794403076172 (31.41335792541504)  --> STEP: 6 | > loss_disc: 2.5908050537109375 (2.504518191019694) | > loss_disc_real_0: 0.15653201937675476 (0.1689789022008578) | > loss_disc_real_1: 0.09978506714105606 (0.14019016673167548) | > loss_disc_real_2: 0.24911969900131226 (0.24979151537021002) | > loss_disc_real_3: 0.23299190402030945 (0.24936257054408392) | > loss_disc_real_4: 0.23397333920001984 (0.21845781554778418) | > loss_disc_real_5: 0.22765986621379852 (0.22836357106765112) | > loss_0: 2.5908050537109375 (2.504518191019694) | > loss_gen: 2.0992801189422607 (2.251028855641683) | > loss_kl: 3.185206174850464 (2.937424381573995) | > loss_feat: 5.7182745933532715 (5.865346670150757) | > loss_mel: 18.25876235961914 (18.013569831848145) | > loss_duration: 2.1473388671875 (2.3452391227086387) | > loss_1: 31.40886116027832 (31.412608464558918)  --> STEP: 7 | > loss_disc: 2.465636730194092 (2.4989636966160367) | > loss_disc_real_0: 0.12175323069095612 (0.16223237769944326) | > loss_disc_real_1: 0.16130879521369934 (0.14320711365767888) | > loss_disc_real_2: 0.2911917567253113 (0.2557058355637959) | > loss_disc_real_3: 0.25491106510162354 (0.2501552126237324) | > loss_disc_real_4: 0.2702624797821045 (0.2258584818669728) | > loss_disc_real_5: 0.21268996596336365 (0.22612448462418147) | > loss_0: 2.465636730194092 (2.4989636966160367) | > loss_gen: 2.623286008834839 (2.304208448954991) | > loss_kl: 3.6471610069274902 (3.0388153280530656) | > loss_feat: 6.157856464385986 (5.907133783612933) | > loss_mel: 17.373676300048828 (17.922156470162527) | > loss_duration: 2.4938573837280273 (2.3664703028542653) | > loss_1: 32.29583740234375 (31.53878402709961)  --> STEP: 8 | > loss_disc: 2.3339524269104004 (2.478337287902832) | > loss_disc_real_0: 0.15556587278842926 (0.16139906458556652) | > loss_disc_real_1: 0.1449170857667923 (0.14342086017131805) | > loss_disc_real_2: 0.2098701149225235 (0.24997637048363686) | > loss_disc_real_3: 0.217792809009552 (0.24610991217195988) | > loss_disc_real_4: 0.20191796123981476 (0.22286591678857803) | > loss_disc_real_5: 0.1897657811641693 (0.22157964669167995) | > loss_0: 2.3339524269104004 (2.478337287902832) | > loss_gen: 2.2297160625457764 (2.294896900653839) | > loss_kl: 2.1822547912597656 (2.931745260953903) | > loss_feat: 7.1531877517700195 (6.062890529632568) | > loss_mel: 17.797683715820312 (17.90659737586975) | > loss_duration: 2.2699077129364014 (2.3543999791145325) | > loss_1: 31.632747650146484 (31.55052947998047)  --> STEP: 9 | > loss_disc: 2.3659908771514893 (2.465854353374905) | > loss_disc_real_0: 0.1739024519920349 (0.16278832985295189) | > loss_disc_real_1: 0.14838042855262756 (0.14397192332479689) | > loss_disc_real_2: 0.2007685750722885 (0.24450883766015372) | > loss_disc_real_3: 0.23247316479682922 (0.24459471801916757) | > loss_disc_real_4: 0.21883752942085266 (0.2224183181921641) | > loss_disc_real_5: 0.19430631399154663 (0.21854927639166513) | > loss_0: 2.3659908771514893 (2.465854353374905) | > loss_gen: 2.4115700721740723 (2.3078605863783093) | > loss_kl: 2.1709296703338623 (2.8472101953294544) | > loss_feat: 7.660660266876221 (6.240420500437419) | > loss_mel: 18.303613662719727 (17.95071029663086) | > loss_duration: 2.2006449699401855 (2.3373160892062717) | > loss_1: 32.74741744995117 (31.683517032199436)  --> STEP: 10 | > loss_disc: 2.5195295810699463 (2.4712218761444094) | > loss_disc_real_0: 0.12085489183664322 (0.15859498605132102) | > loss_disc_real_1: 0.1858116239309311 (0.1481558933854103) | > loss_disc_real_2: 0.3393946886062622 (0.25399742275476456) | > loss_disc_real_3: 0.3149765133857727 (0.2516328975558281) | > loss_disc_real_4: 0.3314090073108673 (0.23331738710403443) | > loss_disc_real_5: 0.27727875113487244 (0.22442222386598587) | > loss_0: 2.5195295810699463 (2.4712218761444094) | > loss_gen: 2.7222514152526855 (2.349299669265747) | > loss_kl: 2.5981733798980713 (2.822306513786316) | > loss_feat: 5.555655002593994 (6.171943950653076) | > loss_mel: 12.729096412658691 (17.428548908233644) | > loss_duration: 2.288989543914795 (2.332483434677124) | > loss_1: 25.894166946411133 (31.104582023620605)  --> STEP: 11 | > loss_disc: 2.367612361907959 (2.461802829395641) | > loss_disc_real_0: 0.20104485750198364 (0.16245406527410855) | > loss_disc_real_1: 0.1533142775297165 (0.14862483739852905) | > loss_disc_real_2: 0.2034868746995926 (0.24940555474974893) | > loss_disc_real_3: 0.2658821642398834 (0.2529282854361968) | > loss_disc_real_4: 0.2584860026836395 (0.2356054430658167) | > loss_disc_real_5: 0.2467108517885208 (0.22644846276803451) | > loss_0: 2.367612361907959 (2.461802829395641) | > loss_gen: 2.462087631225586 (2.3595531203530054) | > loss_kl: 3.638542890548706 (2.896509820764715) | > loss_feat: 7.3570756912231445 (6.27968319979581) | > loss_mel: 17.44260025024414 (17.42982630296187) | > loss_duration: 2.5091428756713867 (2.3485433838584204) | > loss_1: 33.40945053100586 (31.314115524291992)  --> STEP: 12 | > loss_disc: 2.65571665763855 (2.47796231508255) | > loss_disc_real_0: 0.17120957374572754 (0.1631836909800768) | > loss_disc_real_1: 0.16512897610664368 (0.15000018229087195) | > loss_disc_real_2: 0.2176697552204132 (0.24676090478897095) | > loss_disc_real_3: 0.2346416562795639 (0.25140439967314404) | > loss_disc_real_4: 0.2742476463317871 (0.23882562667131424) | > loss_disc_real_5: 0.22215962409973145 (0.2260910595456759) | > loss_0: 2.65571665763855 (2.47796231508255) | > loss_gen: 1.998646855354309 (2.3294775982697806) | > loss_kl: 2.6694536209106445 (2.877588470776876) | > loss_feat: 5.0474019050598145 (6.176993091901143) | > loss_mel: 17.984737396240234 (17.4760688940684) | > loss_duration: 2.2420523166656494 (2.3396691282590227) | > loss_1: 29.942293167114258 (31.19979699452718)  --> STEP: 13 | > loss_disc: 2.5344316959381104 (2.482306113609901) | > loss_disc_real_0: 0.2505369186401367 (0.16990317003085062) | > loss_disc_real_1: 0.20990972220897675 (0.15460860843841845) | > loss_disc_real_2: 0.24114127457141876 (0.24632862554146692) | > loss_disc_real_3: 0.2820892035961151 (0.25376476920568025) | > loss_disc_real_4: 0.227331280708313 (0.23794144621262184) | > loss_disc_real_5: 0.1739329844713211 (0.2220788999245717) | > loss_0: 2.5344316959381104 (2.482306113609901) | > loss_gen: 2.293076992034912 (2.326677551636329) | > loss_kl: 3.4737179279327393 (2.9234445828657885) | > loss_feat: 7.328353404998779 (6.265559269831731) | > loss_mel: 15.130082130432129 (17.29560837378869) | > loss_duration: 2.319654941558838 (2.3381295754359317) | > loss_1: 30.544885635375977 (31.149419197669395)  --> STEP: 14 | > loss_disc: 2.7231903076171875 (2.4995121274675642) | > loss_disc_real_0: 0.18686902523040771 (0.171115016830819) | > loss_disc_real_1: 0.17356865108013153 (0.1559628971985408) | > loss_disc_real_2: 0.20722700655460358 (0.24353565275669098) | > loss_disc_real_3: 0.2371894270181656 (0.25258081619228634) | > loss_disc_real_4: 0.3139234483242035 (0.24336873207773482) | > loss_disc_real_5: 0.35121971368789673 (0.2313032437648092) | > loss_0: 2.7231903076171875 (2.4995121274675642) | > loss_gen: 2.1521413326263428 (2.3142106788499013) | > loss_kl: 3.8985788822174072 (2.9930970328194753) | > loss_feat: 6.065503120422363 (6.251269544873919) | > loss_mel: 18.771568298339844 (17.4010340826852) | > loss_duration: 2.3929505348205566 (2.3420453582491194) | > loss_1: 33.28074264526367 (31.301656586783274)  --> STEP: 15 | > loss_disc: 2.361839532852173 (2.4903339544932046) | > loss_disc_real_0: 0.19708813726902008 (0.17284655819336572) | > loss_disc_real_1: 0.1283164769411087 (0.15411980251471202) | > loss_disc_real_2: 0.23267899453639984 (0.2428118755420049) | > loss_disc_real_3: 0.20319098234176636 (0.2492881606022517) | > loss_disc_real_4: 0.21228083968162537 (0.2412962059179942) | > loss_disc_real_5: 0.2588137090206146 (0.23313727478186289) | > loss_0: 2.361839532852173 (2.4903339544932046) | > loss_gen: 2.384321928024292 (2.318884762128194) | > loss_kl: 3.7066752910614014 (3.0406689167022707) | > loss_feat: 6.279720783233643 (6.2531662940979) | > loss_mel: 16.82973861694336 (17.362947718302408) | > loss_duration: 2.3735642433166504 (2.3441466172536214) | > loss_1: 31.574020385742188 (31.319814173380532)  --> STEP: 16 | > loss_disc: 2.6263620853424072 (2.49883571267128) | > loss_disc_real_0: 0.22525398433208466 (0.17612202232703567) | > loss_disc_real_1: 0.15366245806217194 (0.15409121848642826) | > loss_disc_real_2: 0.21303671598434448 (0.24095092806965113) | > loss_disc_real_3: 0.24485699832439423 (0.2490112129598856) | > loss_disc_real_4: 0.2662948966026306 (0.24285862408578396) | > loss_disc_real_5: 0.23932309448719025 (0.23352388851344585) | > loss_0: 2.6263620853424072 (2.49883571267128) | > loss_gen: 2.003162384033203 (2.2991521134972572) | > loss_kl: 2.652522087097168 (3.0164097398519516) | > loss_feat: 4.979518890380859 (6.173563331365585) | > loss_mel: 12.709273338317871 (17.072093069553375) | > loss_duration: 2.368813991546631 (2.3456883281469345) | > loss_1: 24.71329116821289 (30.906906485557556)  --> STEP: 17 | > loss_disc: 2.576117515563965 (2.503381701076732) | > loss_disc_real_0: 0.21557298302650452 (0.17844266707406325) | > loss_disc_real_1: 0.19736257195472717 (0.1566365922198576) | > loss_disc_real_2: 0.3420386016368866 (0.24689726180890026) | > loss_disc_real_3: 0.28199952840805054 (0.2509517021038953) | > loss_disc_real_4: 0.2518640160560608 (0.243388353025212) | > loss_disc_real_5: 0.2405361831188202 (0.23393637643140905) | > loss_0: 2.576117515563965 (2.503381701076732) | > loss_gen: 2.4889516830444336 (2.310316794058856) | > loss_kl: 2.3815324306488037 (2.9790640157811783) | > loss_feat: 4.642940521240234 (6.083526695475859) | > loss_mel: 16.23478126525879 (17.022839434006634) | > loss_duration: 2.3917059898376465 (2.348395249422859) | > loss_1: 28.13991355895996 (30.744142195757696)  --> STEP: 18 | > loss_disc: 2.358851909637451 (2.495352268218994) | > loss_disc_real_0: 0.1654781997203827 (0.17772241888774765) | > loss_disc_real_1: 0.13847209513187408 (0.15562745349274743) | > loss_disc_real_2: 0.1974835991859436 (0.24415205832984713) | > loss_disc_real_3: 0.18026955425739288 (0.24702491611242294) | > loss_disc_real_4: 0.20581209659576416 (0.241300783223576) | > loss_disc_real_5: 0.16568949818611145 (0.23014488319555917) | > loss_0: 2.358851909637451 (2.495352268218994) | > loss_gen: 2.1887898445129395 (2.3035652968618603) | > loss_kl: 2.811680555343628 (2.9697649346457586) | > loss_feat: 9.106566429138184 (6.251473347345988) | > loss_mel: 15.767557144165039 (16.953101529015434) | > loss_duration: 2.268077850341797 (2.343933171696133) | > loss_1: 32.142669677734375 (30.821838166978623)  --> STEP: 19 | > loss_disc: 2.5358142852783203 (2.497481848064222) | > loss_disc_real_0: 0.11386580020189285 (0.17436154422007108) | > loss_disc_real_1: 0.10526733100414276 (0.1529769207301893) | > loss_disc_real_2: 0.20990028977394104 (0.24234933366900996) | > loss_disc_real_3: 0.19424396753311157 (0.24424697145035393) | > loss_disc_real_4: 0.2202182114124298 (0.24019117418088412) | > loss_disc_real_5: 0.1886563003063202 (0.22796127356980977) | > loss_0: 2.5358142852783203 (2.497481848064222) | > loss_gen: 1.9526680707931519 (2.285097021805613) | > loss_kl: 2.417097806930542 (2.9406771910818) | > loss_feat: 8.999724388122559 (6.396118138965807) | > loss_mel: 16.516294479370117 (16.93011168429726) | > loss_duration: 2.3846123218536377 (2.3460741795991598) | > loss_1: 32.2703971862793 (30.89807811536287)  --> STEP: 20 | > loss_disc: 2.2693047523498535 (2.4860729932785035) | > loss_disc_real_0: 0.10485772788524628 (0.17088635340332986) | > loss_disc_real_1: 0.10265293717384338 (0.150460721552372) | > loss_disc_real_2: 0.18808530271053314 (0.23963613212108612) | > loss_disc_real_3: 0.18440258502960205 (0.24125475212931632) | > loss_disc_real_4: 0.17033417522907257 (0.23669832423329354) | > loss_disc_real_5: 0.21573492884635925 (0.22734995633363725) | > loss_0: 2.2693047523498535 (2.4860729932785035) | > loss_gen: 2.2393884658813477 (2.2828115940093996) | > loss_kl: 2.474170207977295 (2.9173518419265747) | > loss_feat: 6.234248638153076 (6.3880246639251705) | > loss_mel: 16.97670555114746 (16.93244137763977) | > loss_duration: 2.2803478240966797 (2.3427878618240356) | > loss_1: 30.204858779907227 (30.863417148590088)  --> STEP: 21 | > loss_disc: 2.3341336250305176 (2.4788377852666947) | > loss_disc_real_0: 0.15878340601921082 (0.17031002257551467) | > loss_disc_real_1: 0.15709997713565826 (0.15077687658014755) | > loss_disc_real_2: 0.20424391329288483 (0.23795078836736225) | > loss_disc_real_3: 0.2959033250808716 (0.24385706512700944) | > loss_disc_real_4: 0.25653091073036194 (0.2376427331141063) | > loss_disc_real_5: 0.23298680782318115 (0.22761837783313932) | > loss_0: 2.3341336250305176 (2.4788377852666947) | > loss_gen: 2.5718839168548584 (2.296576942716326) | > loss_kl: 1.8526803255081177 (2.8666531982876005) | > loss_feat: 6.749143123626709 (6.405220781053815) | > loss_mel: 16.804672241210938 (16.926357133047922) | > loss_duration: 2.194972515106201 (2.335749035789853) | > loss_1: 30.17335319519043 (30.830556960332963)  --> STEP: 22 | > loss_disc: 2.2714924812316895 (2.469412998719649) | > loss_disc_real_0: 0.1202884316444397 (0.16803631389682946) | > loss_disc_real_1: 0.11533849686384201 (0.1491660411384973) | > loss_disc_real_2: 0.19357343018054962 (0.23593363572250714) | > loss_disc_real_3: 0.27698272466659546 (0.24536277692426334) | > loss_disc_real_4: 0.24826915562152863 (0.23812575231898914) | > loss_disc_real_5: 0.2768559157848358 (0.22985644774003464) | > loss_0: 2.2714924812316895 (2.469412998719649) | > loss_gen: 2.493203639984131 (2.3055145198648623) | > loss_kl: 2.260375499725342 (2.8390951210802253) | > loss_feat: 6.89806604385376 (6.427622838453813) | > loss_mel: 18.003812789916992 (16.975332390178334) | > loss_duration: 2.2090675830841064 (2.329990787939592) | > loss_1: 31.864526748657227 (30.877555587074973)  --> STEP: 23 | > loss_disc: 2.629085063934326 (2.4763552624246348) | > loss_disc_real_0: 0.1502162516117096 (0.16726152858008514) | > loss_disc_real_1: 0.1299060434103012 (0.14832864993292355) | > loss_disc_real_2: 0.2733253538608551 (0.23755936259808746) | > loss_disc_real_3: 0.2372506707906723 (0.24501007665758548) | > loss_disc_real_4: 0.28433671593666077 (0.24013492465019226) | > loss_disc_real_5: 0.2673783004283905 (0.23148783263952835) | > loss_0: 2.629085063934326 (2.4763552624246348) | > loss_gen: 2.119222402572632 (2.297414862591287) | > loss_kl: 2.5145859718322754 (2.824986027634662) | > loss_feat: 5.727555274963379 (6.397185118302055) | > loss_mel: 17.789857864379883 (17.010746541230574) | > loss_duration: 2.2686285972595215 (2.3273228666056758) | > loss_1: 30.419851303100586 (30.85765540081522)  --> STEP: 24 | > loss_disc: 2.6284334659576416 (2.48269185423851) | > loss_disc_real_0: 0.21316882967948914 (0.1691743327925603) | > loss_disc_real_1: 0.1476314216852188 (0.14829959875593585) | > loss_disc_real_2: 0.34484562277793884 (0.24202962343891463) | > loss_disc_real_3: 0.24947312474250793 (0.24519603699445724) | > loss_disc_real_4: 0.24688559770584106 (0.24041620269417763) | > loss_disc_real_5: 0.2706611156463623 (0.2331200527648131) | > loss_0: 2.6284334659576416 (2.48269185423851) | > loss_gen: 2.2627358436584473 (2.2959699034690852) | > loss_kl: 3.1154797077178955 (2.8370899309714637) | > loss_feat: 4.529965877532959 (6.319384316603343) | > loss_mel: 17.4964599609375 (17.03098460038503) | > loss_duration: 2.452188014984131 (2.3325255811214447) | > loss_1: 29.856830596923828 (30.815954367319744)  --> STEP: 25 | > loss_disc: 2.527107000350952 (2.484468460083008) | > loss_disc_real_0: 0.15073126554489136 (0.16843661010265354) | > loss_disc_real_1: 0.13450674712657928 (0.14774788469076158) | > loss_disc_real_2: 0.24318495392799377 (0.2420758366584778) | > loss_disc_real_3: 0.17873278260231018 (0.24253750681877137) | > loss_disc_real_4: 0.2269834727048874 (0.239878893494606) | > loss_disc_real_5: 0.2363373041152954 (0.2332487428188324) | > loss_0: 2.527107000350952 (2.484468460083008) | > loss_gen: 1.9901291131973267 (2.283736271858215) | > loss_kl: 2.546261787414551 (2.825456805229187) | > loss_feat: 6.2965593338012695 (6.31847131729126) | > loss_mel: 15.411994934082031 (16.96622501373291) | > loss_duration: 2.37074613571167 (2.334054403305054) | > loss_1: 28.615692138671875 (30.72794387817383)  --> STEP: 26 | > loss_disc: 2.655066728591919 (2.4910299319487352) | > loss_disc_real_0: 0.20596782863140106 (0.16988011850760537) | > loss_disc_real_1: 0.1401066780090332 (0.14745399212607974) | > loss_disc_real_2: 0.24200570583343506 (0.24207313931905305) | > loss_disc_real_3: 0.1573430746793747 (0.23926079789033303) | > loss_disc_real_4: 0.20457568764686584 (0.23852107788507754) | > loss_disc_real_5: 0.22865597903728485 (0.23307209805800364) | > loss_0: 2.655066728591919 (2.4910299319487352) | > loss_gen: 2.058440923690796 (2.2750710661594677) | > loss_kl: 2.550156593322754 (2.814868335540478) | > loss_feat: 9.162396430969238 (6.42785305243272) | > loss_mel: 17.160388946533203 (16.97369285730215) | > loss_duration: 2.335865020751953 (2.334124042437627) | > loss_1: 33.267250061035156 (30.825609500591572) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023863498981182393 (+4.6482452979455195e-05) | > avg_loss_disc: 2.4910299319487352 (+0.04759746331435011) | > avg_loss_disc_real_0: 0.16988011850760537 (+0.014621150894806978) | > avg_loss_disc_real_1: 0.14745399212607974 (-0.06633519667845503) | > avg_loss_disc_real_2: 0.24207313931905305 (+0.008761684481914223) | > avg_loss_disc_real_3: 0.23926079789033303 (-0.01974827051162728) | > avg_loss_disc_real_4: 0.23852107788507754 (-0.013519225785365463) | > avg_loss_disc_real_5: 0.23307209805800364 (-0.0076171635435177965) | > avg_loss_0: 2.4910299319487352 (+0.04759746331435011) | > avg_loss_gen: 2.2750710661594677 (-0.13941526871461196) | > avg_loss_kl: 2.814868335540478 (-0.21900587357007506) | > avg_loss_feat: 6.42785305243272 (-0.31348050557650087) | > avg_loss_mel: 16.97369285730215 (-0.5009154173044124) | > avg_loss_duration: 2.334124042437627 (-0.010563025107750423) | > avg_loss_1: 30.825609500591572 (-1.1833797601553222)  > EPOCH: 678/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:08:55)   --> TIME: 2024-06-11 21:08:59 -- STEP: 9/330 -- GLOBAL_STEP: 311750 | > loss_disc: 2.4105563163757324 (2.342334826787313) | > loss_disc_real_0: 0.12278181314468384 (0.0998885076906946) | > loss_disc_real_1: 0.20885705947875977 (0.19758656786547768) | > loss_disc_real_2: 0.18974439799785614 (0.2121601187520557) | > loss_disc_real_3: 0.2543184757232666 (0.23017151488198173) | > loss_disc_real_4: 0.25382399559020996 (0.23210700352986655) | > loss_disc_real_5: 0.24623750150203705 (0.2274002730846405) | > loss_0: 2.4105563163757324 (2.342334826787313) | > grad_norm_0: tensor(6.4993, device='cuda:0') (tensor(6.3896, device='cuda:0')) | > loss_gen: 2.505523920059204 (2.4606743918524847) | > loss_kl: 2.0748724937438965 (1.9458006620407104) | > loss_feat: 6.584747791290283 (6.717461850908068) | > loss_mel: 17.76744842529297 (17.634316974216038) | > loss_duration: 2.1088037490844727 (2.1226298014322915) | > loss_1: 31.041397094726562 (30.880883746676975) | > grad_norm_1: tensor(65.6487, device='cuda:0') (tensor(73.6198, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3564 (0.36240561803181964) | > loader_time: 0.0028 (0.003109878963894314)  --> TIME: 2024-06-11 21:09:09 -- STEP: 34/330 -- GLOBAL_STEP: 311775 | > loss_disc: 2.3295609951019287 (2.335667420836056) | > loss_disc_real_0: 0.0948510617017746 (0.10431913965765167) | > loss_disc_real_1: 0.19356800615787506 (0.19667203154634028) | > loss_disc_real_2: 0.22197675704956055 (0.21357348561286926) | > loss_disc_real_3: 0.22229444980621338 (0.22657573705210404) | > loss_disc_real_4: 0.21434076130390167 (0.22912664886783152) | > loss_disc_real_5: 0.21167801320552826 (0.21973993804524927) | > loss_0: 2.3295609951019287 (2.335667420836056) | > grad_norm_0: tensor(9.5165, device='cuda:0') (tensor(6.6716, device='cuda:0')) | > loss_gen: 2.511528968811035 (2.484123812002294) | > loss_kl: 2.3254735469818115 (1.9136371156748604) | > loss_feat: 7.5078959465026855 (7.007693318759694) | > loss_mel: 17.60519790649414 (17.560555233674894) | > loss_duration: 2.03482723236084 (2.0269583042930153) | > loss_1: 31.98492431640625 (30.992967942181757) | > grad_norm_1: tensor(35.3998, device='cuda:0') (tensor(68.6993, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3578 (0.3571159559137681) | > loader_time: 0.0032 (0.0032383063260246724)  --> TIME: 2024-06-11 21:09:18 -- STEP: 59/330 -- GLOBAL_STEP: 311800 | > loss_disc: 2.450204849243164 (2.3460299605030124) | > loss_disc_real_0: 0.14581488072872162 (0.10723741011599362) | > loss_disc_real_1: 0.21313531696796417 (0.19681353917566397) | > loss_disc_real_2: 0.2277631312608719 (0.2120615999072285) | > loss_disc_real_3: 0.20764665305614471 (0.2277659245971906) | > loss_disc_real_4: 0.2194751352071762 (0.2301344432063022) | > loss_disc_real_5: 0.1985902190208435 (0.21892255620431092) | > loss_0: 2.450204849243164 (2.3460299605030124) | > grad_norm_0: tensor(19.2050, device='cuda:0') (tensor(8.2208, device='cuda:0')) | > loss_gen: 2.397101640701294 (2.485271611456144) | > loss_kl: 1.9088648557662964 (1.9298306238853324) | > loss_feat: 6.871978759765625 (7.088758977793031) | > loss_mel: 16.61586570739746 (17.510472055208886) | > loss_duration: 1.9478808641433716 (2.0060922412549034) | > loss_1: 29.7416934967041 (31.020425570213188) | > grad_norm_1: tensor(286.5589, device='cuda:0') (tensor(78.9573, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.393 (0.3642619302717306) | > loader_time: 0.0039 (0.003388720043634964)  --> TIME: 2024-06-11 21:09:28 -- STEP: 84/330 -- GLOBAL_STEP: 311825 | > loss_disc: 2.39046049118042 (2.3531088232994084) | > loss_disc_real_0: 0.08740314096212387 (0.10878252903265613) | > loss_disc_real_1: 0.18004216253757477 (0.19601537535587946) | > loss_disc_real_2: 0.21520936489105225 (0.21175848745873996) | > loss_disc_real_3: 0.2337234914302826 (0.22981347196868487) | > loss_disc_real_4: 0.2206595540046692 (0.23192904889583588) | > loss_disc_real_5: 0.23370049893856049 (0.22196172603539058) | > loss_0: 2.39046049118042 (2.3531088232994084) | > grad_norm_0: tensor(11.3474, device='cuda:0') (tensor(9.2365, device='cuda:0')) | > loss_gen: 2.428760528564453 (2.4788713966097156) | > loss_kl: 1.9727144241333008 (1.9401125879514785) | > loss_feat: 6.849743843078613 (7.107044929549806) | > loss_mel: 16.815715789794922 (17.48411610012963) | > loss_duration: 2.0707221031188965 (1.9998421214875721) | > loss_1: 30.137657165527344 (31.009987172626314) | > grad_norm_1: tensor(69.5793, device='cuda:0') (tensor(88.5932, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3814 (0.36747495049522044) | > loader_time: 0.0044 (0.0035424260866074335)  --> TIME: 2024-06-11 21:09:37 -- STEP: 109/330 -- GLOBAL_STEP: 311850 | > loss_disc: 2.40602970123291 (2.352902112750831) | > loss_disc_real_0: 0.15040434896945953 (0.11055844666760996) | > loss_disc_real_1: 0.22165676951408386 (0.19575585889706917) | > loss_disc_real_2: 0.23780106008052826 (0.2118194946728715) | > loss_disc_real_3: 0.20446054637432098 (0.22898049146757213) | > loss_disc_real_4: 0.22702188789844513 (0.2324301147953086) | > loss_disc_real_5: 0.22944331169128418 (0.22204554217671035) | > loss_0: 2.40602970123291 (2.352902112750831) | > grad_norm_0: tensor(17.7525, device='cuda:0') (tensor(9.4152, device='cuda:0')) | > loss_gen: 2.4672558307647705 (2.477431537908153) | > loss_kl: 2.1034059524536133 (1.9591834042050422) | > loss_feat: 6.875957489013672 (7.052064431916682) | > loss_mel: 17.684335708618164 (17.449915754685712) | > loss_duration: 1.944228172302246 (2.0015192316212786) | > loss_1: 31.075183868408203 (30.940114397521413) | > grad_norm_1: tensor(204.9769, device='cuda:0') (tensor(93.8025, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3826 (0.371452808380127) | > loader_time: 0.0036 (0.0037201828912857477)  --> TIME: 2024-06-11 21:09:47 -- STEP: 134/330 -- GLOBAL_STEP: 311875 | > loss_disc: 2.2826948165893555 (2.354711982741284) | > loss_disc_real_0: 0.07814788818359375 (0.11113024703157481) | > loss_disc_real_1: 0.2121514081954956 (0.19588927957993835) | > loss_disc_real_2: 0.20962068438529968 (0.21233633216192474) | > loss_disc_real_3: 0.2038932889699936 (0.22972946758590526) | > loss_disc_real_4: 0.22222083806991577 (0.2305260956732195) | > loss_disc_real_5: 0.21909581124782562 (0.22093717286835857) | > loss_0: 2.2826948165893555 (2.354711982741284) | > grad_norm_0: tensor(18.2503, device='cuda:0') (tensor(10.4582, device='cuda:0')) | > loss_gen: 2.5605859756469727 (2.4763084489907796) | > loss_kl: 1.9012770652770996 (1.976460774443043) | > loss_feat: 8.374732971191406 (7.05572153205302) | > loss_mel: 18.32626724243164 (17.495442105763) | > loss_duration: 2.0259320735931396 (2.0050089341491018) | > loss_1: 33.18879699707031 (31.00894177849613) | > grad_norm_1: tensor(388.3882, device='cuda:0') (tensor(115.3651, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3796 (0.3728911253943373) | > loader_time: 0.004 (0.003828198162477408)  --> TIME: 2024-06-11 21:09:57 -- STEP: 159/330 -- GLOBAL_STEP: 311900 | > loss_disc: 2.3917951583862305 (2.3564785426517694) | > loss_disc_real_0: 0.1300876885652542 (0.11223384081942481) | > loss_disc_real_1: 0.23540642857551575 (0.1958538963922165) | > loss_disc_real_2: 0.21352536976337433 (0.21163788062971348) | > loss_disc_real_3: 0.2182474434375763 (0.22978726394896237) | > loss_disc_real_4: 0.2688360810279846 (0.231597678841285) | > loss_disc_real_5: 0.22300176322460175 (0.2214547503481871) | > loss_0: 2.3917951583862305 (2.3564785426517694) | > grad_norm_0: tensor(24.2373, device='cuda:0') (tensor(13.2226, device='cuda:0')) | > loss_gen: 2.612361192703247 (2.4829440131877214) | > loss_kl: 2.0592339038848877 (1.9853273810080763) | > loss_feat: 7.108814716339111 (7.038657158425767) | > loss_mel: 17.368568420410156 (17.479874586909077) | > loss_duration: 2.006037712097168 (2.007929586014657) | > loss_1: 31.155017852783203 (30.9947327187976) | > grad_norm_1: tensor(297.6412, device='cuda:0') (tensor(141.9958, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3763 (0.3749723359473847) | > loader_time: 0.0044 (0.0038900780227949035)  --> TIME: 2024-06-11 21:10:07 -- STEP: 184/330 -- GLOBAL_STEP: 311925 | > loss_disc: 2.4654479026794434 (2.363393194001654) | > loss_disc_real_0: 0.18918803334236145 (0.11378753270306018) | > loss_disc_real_1: 0.2279759645462036 (0.19601223326247674) | > loss_disc_real_2: 0.22614367306232452 (0.21319172150738866) | > loss_disc_real_3: 0.2647625207901001 (0.2298899068618598) | > loss_disc_real_4: 0.2762460708618164 (0.23162720457691213) | > loss_disc_real_5: 0.2493266612291336 (0.22199504409471285) | > loss_0: 2.4654479026794434 (2.363393194001654) | > grad_norm_0: tensor(70.8780, device='cuda:0') (tensor(16.0067, device='cuda:0')) | > loss_gen: 2.4984946250915527 (2.4826694377090632) | > loss_kl: 1.9618009328842163 (1.9878642604402874) | > loss_feat: 6.592657566070557 (7.0230719524881104) | > loss_mel: 16.47132682800293 (17.45848785794301) | > loss_duration: 2.0451102256774902 (2.0142777821292026) | > loss_1: 29.56939125061035 (30.966371318568353) | > grad_norm_1: tensor(410.4623, device='cuda:0') (tensor(170.5905, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.3751 (0.3760418801204018) | > loader_time: 0.0046 (0.003996858130330625)  --> TIME: 2024-06-11 21:10:17 -- STEP: 209/330 -- GLOBAL_STEP: 311950 | > loss_disc: 2.399524211883545 (2.3633433517656823) | > loss_disc_real_0: 0.1079537495970726 (0.11464734015424856) | > loss_disc_real_1: 0.15831920504570007 (0.19611913072720671) | > loss_disc_real_2: 0.2295660823583603 (0.21360231600880056) | > loss_disc_real_3: 0.2485838085412979 (0.22985386969655325) | > loss_disc_real_4: 0.24156779050827026 (0.23137935347249064) | > loss_disc_real_5: 0.23071905970573425 (0.22204432476080205) | > loss_0: 2.399524211883545 (2.3633433517656823) | > grad_norm_0: tensor(8.0039, device='cuda:0') (tensor(18.3877, device='cuda:0')) | > loss_gen: 2.47048282623291 (2.4862573169635254) | > loss_kl: 1.7778980731964111 (1.9928142191690692) | > loss_feat: 6.5205254554748535 (7.027955408872028) | > loss_mel: 16.541654586791992 (17.412808993216352) | > loss_duration: 2.106443405151367 (2.02197302813735) | > loss_1: 29.41700553894043 (30.941809010847905) | > grad_norm_1: tensor(204.4864, device='cuda:0') (tensor(197.8984, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.4135 (0.37917510630411394) | > loader_time: 0.0055 (0.004087788066225188)  --> TIME: 2024-06-11 21:10:28 -- STEP: 234/330 -- GLOBAL_STEP: 311975 | > loss_disc: 2.403867721557617 (2.3631237123766518) | > loss_disc_real_0: 0.07251900434494019 (0.11525121990304726) | > loss_disc_real_1: 0.18445251882076263 (0.19598873863872304) | > loss_disc_real_2: 0.2352537214756012 (0.21314765614831552) | > loss_disc_real_3: 0.2048817276954651 (0.23033972778636166) | > loss_disc_real_4: 0.25424623489379883 (0.23134734462469053) | > loss_disc_real_5: 0.21328623592853546 (0.2221791693288037) | > loss_0: 2.403867721557617 (2.3631237123766518) | > grad_norm_0: tensor(40.7378, device='cuda:0') (tensor(20.0795, device='cuda:0')) | > loss_gen: 2.339691638946533 (2.48518444534041) | > loss_kl: 2.0423858165740967 (1.997500571430239) | > loss_feat: 6.6774420738220215 (7.021909691329694) | > loss_mel: 16.982641220092773 (17.363320248758697) | > loss_duration: 2.099478244781494 (2.0309017101923597) | > loss_1: 30.141637802124023 (30.898816744486492) | > grad_norm_1: tensor(405.0134, device='cuda:0') (tensor(218.4234, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.4236 (0.38299560954428125) | > loader_time: 0.0061 (0.004225325380635057)  --> TIME: 2024-06-11 21:10:39 -- STEP: 259/330 -- GLOBAL_STEP: 312000 | > loss_disc: 2.395988702774048 (2.3645913379993218) | > loss_disc_real_0: 0.1294679343700409 (0.11630303217062159) | > loss_disc_real_1: 0.16909804940223694 (0.19651495144634176) | > loss_disc_real_2: 0.19212761521339417 (0.21292476499863117) | > loss_disc_real_3: 0.24811333417892456 (0.23021100386689528) | > loss_disc_real_4: 0.21967530250549316 (0.23105036073209698) | > loss_disc_real_5: 0.20224574208259583 (0.22186913994288351) | > loss_0: 2.395988702774048 (2.3645913379993218) | > grad_norm_0: tensor(12.3405, device='cuda:0') (tensor(22.1476, device='cuda:0')) | > loss_gen: 2.499929904937744 (2.48718099980741) | > loss_kl: 1.896464228630066 (1.9979171435345093) | > loss_feat: 7.089396953582764 (7.03181387190653) | > loss_mel: 17.617328643798828 (17.334017009808758) | > loss_duration: 2.128358840942383 (2.038776763157492) | > loss_1: 31.231477737426758 (30.889705871523116) | > grad_norm_1: tensor(229.0461, device='cuda:0') (tensor(235.9920, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.4305 (0.3871940645932231) | > loader_time: 0.0064 (0.004368012476151513) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_312000.pth  --> TIME: 2024-06-11 21:10:55 -- STEP: 284/330 -- GLOBAL_STEP: 312025 | > loss_disc: 2.41361141204834 (2.3702542177388364) | > loss_disc_real_0: 0.2337762713432312 (0.11822232664366003) | > loss_disc_real_1: 0.18583479523658752 (0.19695609844696357) | > loss_disc_real_2: 0.1975877434015274 (0.21309382552412195) | > loss_disc_real_3: 0.211301788687706 (0.23034432037195698) | > loss_disc_real_4: 0.23539890348911285 (0.2310643272710518) | > loss_disc_real_5: 0.21009929478168488 (0.2217672708063898) | > loss_0: 2.41361141204834 (2.3702542177388364) | > grad_norm_0: tensor(79.3159, device='cuda:0') (tensor(24.7863, device='cuda:0')) | > loss_gen: 2.5722248554229736 (2.486611206766586) | > loss_kl: 2.0466206073760986 (2.0035304737762667) | > loss_feat: 6.75407600402832 (7.027269695846126) | > loss_mel: 16.70768165588379 (17.28181519306882) | > loss_duration: 2.159442186355591 (2.0481283454827834) | > loss_1: 30.24004554748535 (30.84735498965626) | > grad_norm_1: tensor(258.7698, device='cuda:0') (tensor(257.3506, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.4324 (0.39311485307317384) | > loader_time: 0.0063 (0.004568653207429698)  --> TIME: 2024-06-11 21:11:07 -- STEP: 309/330 -- GLOBAL_STEP: 312050 | > loss_disc: 2.363802194595337 (2.3750010832999515) | > loss_disc_real_0: 0.11200767755508423 (0.11947408622329675) | > loss_disc_real_1: 0.19253331422805786 (0.19745376696478587) | > loss_disc_real_2: 0.20628008246421814 (0.21312930485577258) | > loss_disc_real_3: 0.22640080749988556 (0.23039222525547245) | > loss_disc_real_4: 0.22572189569473267 (0.23108508011091103) | > loss_disc_real_5: 0.2504257559776306 (0.22190659423283388) | > loss_0: 2.363802194595337 (2.3750010832999515) | > grad_norm_0: tensor(18.1921, device='cuda:0') (tensor(26.2286, device='cuda:0')) | > loss_gen: 2.558518409729004 (2.480406027395749) | > loss_kl: 2.1241164207458496 (2.0093817031885033) | > loss_feat: 7.513111591339111 (7.033373627462045) | > loss_mel: 16.82799530029297 (17.241337254595237) | > loss_duration: 2.2370080947875977 (2.0598469312908554) | > loss_1: 31.26074981689453 (30.824345622633654) | > grad_norm_1: tensor(559.9969, device='cuda:0') (tensor(277.6411, device='cuda:0')) | > current_lr_0: 0.00018374741486490575 | > current_lr_1: 0.00018374741486490575 | > step_time: 0.4957 (0.39964975353969345) | > loader_time: 0.0079 (0.004747376858609392)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6783084869384766 (2.6783084869384766) | > loss_disc_real_0: 0.21783432364463806 (0.21783432364463806) | > loss_disc_real_1: 0.3153848648071289 (0.3153848648071289) | > loss_disc_real_2: 0.2700487971305847 (0.2700487971305847) | > loss_disc_real_3: 0.23741433024406433 (0.23741433024406433) | > loss_disc_real_4: 0.26425236463546753 (0.26425236463546753) | > loss_disc_real_5: 0.2408345639705658 (0.2408345639705658) | > loss_0: 2.6783084869384766 (2.6783084869384766) | > loss_gen: 2.291490316390991 (2.291490316390991) | > loss_kl: 2.45052170753479 (2.45052170753479) | > loss_feat: 4.55178689956665 (4.55178689956665) | > loss_mel: 15.034893035888672 (15.034893035888672) | > loss_duration: 3.0201196670532227 (3.0201196670532227) | > loss_1: 27.348812103271484 (27.348812103271484)  --> STEP: 1 | > loss_disc: 2.2838833332061768 (2.2838833332061768) | > loss_disc_real_0: 0.08514273166656494 (0.08514273166656494) | > loss_disc_real_1: 0.25103655457496643 (0.25103655457496643) | > loss_disc_real_2: 0.1678485870361328 (0.1678485870361328) | > loss_disc_real_3: 0.22654637694358826 (0.22654637694358826) | > loss_disc_real_4: 0.19844307005405426 (0.19844307005405426) | > loss_disc_real_5: 0.17135779559612274 (0.17135779559612274) | > loss_0: 2.2838833332061768 (2.2838833332061768) | > loss_gen: 2.2342710494995117 (2.2342710494995117) | > loss_kl: 3.8143928050994873 (3.8143928050994873) | > loss_feat: 5.496316909790039 (5.496316909790039) | > loss_mel: 17.655811309814453 (17.655811309814453) | > loss_duration: 2.481940269470215 (2.481940269470215) | > loss_1: 31.682735443115234 (31.682735443115234)  --> STEP: 2 | > loss_disc: 2.243922233581543 (2.26390278339386) | > loss_disc_real_0: 0.17527031898498535 (0.13020652532577515) | > loss_disc_real_1: 0.22307999432086945 (0.23705827444791794) | > loss_disc_real_2: 0.20016445219516754 (0.18400651961565018) | > loss_disc_real_3: 0.2067703753709793 (0.21665837615728378) | > loss_disc_real_4: 0.26346030831336975 (0.230951689183712) | > loss_disc_real_5: 0.22053274512290955 (0.19594527035951614) | > loss_0: 2.243922233581543 (2.26390278339386) | > loss_gen: 2.7144033908843994 (2.4743372201919556) | > loss_kl: 2.6994030475616455 (3.2568979263305664) | > loss_feat: 5.575892448425293 (5.536104679107666) | > loss_mel: 16.74488067626953 (17.200345993041992) | > loss_duration: 2.44054913520813 (2.4612447023391724) | > loss_1: 30.175128936767578 (30.928932189941406)  --> STEP: 3 | > loss_disc: 2.6466097831726074 (2.391471783320109) | > loss_disc_real_0: 0.20306086540222168 (0.15449130535125732) | > loss_disc_real_1: 0.3697553277015686 (0.28129062553246814) | > loss_disc_real_2: 0.2526075541973114 (0.20687353114287058) | > loss_disc_real_3: 0.24974948167800903 (0.2276887446641922) | > loss_disc_real_4: 0.2384827733039856 (0.23346205055713654) | > loss_disc_real_5: 0.1862698644399643 (0.19272013505299887) | > loss_0: 2.6466097831726074 (2.391471783320109) | > loss_gen: 2.2940104007720947 (2.4142282803853354) | > loss_kl: 2.7460217475891113 (3.0866058667500815) | > loss_feat: 5.326685428619385 (5.466298262278239) | > loss_mel: 13.488167762756348 (15.962953249613443) | > loss_duration: 2.2803142070770264 (2.4009345372517905) | > loss_1: 26.13519859313965 (29.331020991007488)  --> STEP: 4 | > loss_disc: 2.50368595123291 (2.4195253252983093) | > loss_disc_real_0: 0.11171622574329376 (0.14379753544926643) | > loss_disc_real_1: 0.22118234634399414 (0.26626355573534966) | > loss_disc_real_2: 0.25354108214378357 (0.21854041889309883) | > loss_disc_real_3: 0.2730308175086975 (0.23902426287531853) | > loss_disc_real_4: 0.26648297905921936 (0.24171728268265724) | > loss_disc_real_5: 0.2885139286518097 (0.21666858345270157) | > loss_0: 2.50368595123291 (2.4195253252983093) | > loss_gen: 2.362565755844116 (2.4013126492500305) | > loss_kl: 3.356158971786499 (3.153994143009186) | > loss_feat: 4.770613670349121 (5.2923771142959595) | > loss_mel: 18.53506851196289 (16.605982065200806) | > loss_duration: 2.376563549041748 (2.39484179019928) | > loss_1: 31.400972366333008 (29.848508834838867)  --> STEP: 5 | > loss_disc: 2.4899535179138184 (2.433610963821411) | > loss_disc_real_0: 0.17708434164524078 (0.1504548966884613) | > loss_disc_real_1: 0.30682793259620667 (0.2743764311075211) | > loss_disc_real_2: 0.1941964477300644 (0.21367162466049194) | > loss_disc_real_3: 0.24985766410827637 (0.24119094312191008) | > loss_disc_real_4: 0.24866192042827606 (0.243106210231781) | > loss_disc_real_5: 0.28028765320777893 (0.22939239740371703) | > loss_0: 2.4899535179138184 (2.433610963821411) | > loss_gen: 2.48258113861084 (2.417566347122192) | > loss_kl: 2.6999881267547607 (3.063192939758301) | > loss_feat: 5.323566436767578 (5.298614978790283) | > loss_mel: 18.011140823364258 (16.887013816833495) | > loss_duration: 2.3774685859680176 (2.3913671493530275) | > loss_1: 30.894744873046875 (30.05775604248047)  --> STEP: 6 | > loss_disc: 2.311544179916382 (2.4132664998372397) | > loss_disc_real_0: 0.199063241481781 (0.15855628748734793) | > loss_disc_real_1: 0.26370516419410706 (0.27259788662195206) | > loss_disc_real_2: 0.2520066797733307 (0.22006080051263174) | > loss_disc_real_3: 0.19401146471500397 (0.23332769672075906) | > loss_disc_real_4: 0.18497911095619202 (0.23341836035251617) | > loss_disc_real_5: 0.20532891154289246 (0.22538181642691293) | > loss_0: 2.311544179916382 (2.4132664998372397) | > loss_gen: 2.599470853805542 (2.4478837649027505) | > loss_kl: 2.9899098873138428 (3.0509790976842246) | > loss_feat: 5.896954536437988 (5.398338238398234) | > loss_mel: 16.527238845825195 (16.827051321665447) | > loss_duration: 2.1398167610168457 (2.3494420846303306) | > loss_1: 30.153390884399414 (30.073695182800293)  --> STEP: 7 | > loss_disc: 2.376056432723999 (2.4079507759639194) | > loss_disc_real_0: 0.09665204584598541 (0.1497128243957247) | > loss_disc_real_1: 0.2290172278881073 (0.2663720782314028) | > loss_disc_real_2: 0.2580315172672272 (0.22548518862043107) | > loss_disc_real_3: 0.26166489720344543 (0.23737586821828568) | > loss_disc_real_4: 0.2971225082874298 (0.2425189529146467) | > loss_disc_real_5: 0.26610511541366577 (0.23119943056787765) | > loss_0: 2.376056432723999 (2.4079507759639194) | > loss_gen: 2.4988901615142822 (2.4551703929901123) | > loss_kl: 4.527073860168457 (3.2618497780391147) | > loss_feat: 5.609121799468994 (5.428450175694057) | > loss_mel: 16.322696685791016 (16.75500065939767) | > loss_duration: 2.4951729774475098 (2.370260783604213) | > loss_1: 31.45295524597168 (30.27073233468192)  --> STEP: 8 | > loss_disc: 2.6467885971069336 (2.4378055036067963) | > loss_disc_real_0: 0.27661922574043274 (0.1655761245638132) | > loss_disc_real_1: 0.26050230860710144 (0.26563835702836514) | > loss_disc_real_2: 0.1672224998474121 (0.2182023525238037) | > loss_disc_real_3: 0.2045479416847229 (0.23327237740159035) | > loss_disc_real_4: 0.24395456910133362 (0.24269840493798256) | > loss_disc_real_5: 0.24090752005577087 (0.2324129417538643) | > loss_0: 2.6467885971069336 (2.4378055036067963) | > loss_gen: 2.110959053039551 (2.412143975496292) | > loss_kl: 2.4665520191192627 (3.1624375581741333) | > loss_feat: 5.43889045715332 (5.429755210876465) | > loss_mel: 13.705794334411621 (16.373849868774414) | > loss_duration: 2.226022720336914 (2.352231025695801) | > loss_1: 25.948217391967773 (29.73041796684265)  --> STEP: 9 | > loss_disc: 2.6828901767730713 (2.465037133958605) | > loss_disc_real_0: 0.22905105352401733 (0.17262889444828033) | > loss_disc_real_1: 0.3532549738883972 (0.27537353667947984) | > loss_disc_real_2: 0.16874702274799347 (0.21270731588204703) | > loss_disc_real_3: 0.19967840611934662 (0.22953971392578548) | > loss_disc_real_4: 0.21562986075878143 (0.23969078891807133) | > loss_disc_real_5: 0.25774043798446655 (0.23522710800170898) | > loss_0: 2.6828901767730713 (2.465037133958605) | > loss_gen: 2.2155771255493164 (2.3903032143910727) | > loss_kl: 3.1573140621185303 (3.161868280834622) | > loss_feat: 10.621299743652344 (6.006593492296007) | > loss_mel: 18.139728546142578 (16.57005861070421) | > loss_duration: 2.1207103729248047 (2.3265065087212458) | > loss_1: 36.25463104248047 (30.45533053080241)  --> STEP: 10 | > loss_disc: 2.4603781700134277 (2.464571237564087) | > loss_disc_real_0: 0.10910207033157349 (0.16627621203660964) | > loss_disc_real_1: 0.29281771183013916 (0.27711795419454577) | > loss_disc_real_2: 0.16864731907844543 (0.20830131620168685) | > loss_disc_real_3: 0.22168539464473724 (0.22875428199768066) | > loss_disc_real_4: 0.23592254519462585 (0.2393139645457268) | > loss_disc_real_5: 0.1745610386133194 (0.22916050106287003) | > loss_0: 2.4603781700134277 (2.464571237564087) | > loss_gen: 2.2385058403015137 (2.375123476982117) | > loss_kl: 3.2653958797454834 (3.172221040725708) | > loss_feat: 6.207229137420654 (6.026657056808472) | > loss_mel: 17.73701286315918 (16.686754035949708) | > loss_duration: 2.396237373352051 (2.3334795951843263) | > loss_1: 31.844379425048828 (30.59423542022705)  --> STEP: 11 | > loss_disc: 2.7192015647888184 (2.4877194491299717) | > loss_disc_real_0: 0.16254264116287231 (0.16593679650263352) | > loss_disc_real_1: 0.2400493174791336 (0.2737480781295083) | > loss_disc_real_2: 0.3229943811893463 (0.21872795847329227) | > loss_disc_real_3: 0.2706778943538666 (0.23256551948460666) | > loss_disc_real_4: 0.2788320481777191 (0.24290651760318063) | > loss_disc_real_5: 0.2729969918727875 (0.23314563659104434) | > loss_0: 2.7192015647888184 (2.4877194491299717) | > loss_gen: 2.3167123794555664 (2.3698133772069756) | > loss_kl: 3.525761127471924 (3.2043610486117275) | > loss_feat: 5.743577480316162 (6.000922549854625) | > loss_mel: 16.56357192993164 (16.675555662675336) | > loss_duration: 2.5238900184631348 (2.350789633664218) | > loss_1: 30.673513412475586 (30.601442510431465)  --> STEP: 12 | > loss_disc: 2.342632532119751 (2.4756288727124534) | > loss_disc_real_0: 0.11695773154497147 (0.16185520775616166) | > loss_disc_real_1: 0.22183655202388763 (0.26942211762070656) | > loss_disc_real_2: 0.1734168529510498 (0.2149520330131054) | > loss_disc_real_3: 0.22407616674900055 (0.23185807342330614) | > loss_disc_real_4: 0.23595425486564636 (0.24232716237505278) | > loss_disc_real_5: 0.1831260621547699 (0.2289773387213548) | > loss_0: 2.342632532119751 (2.4756288727124534) | > loss_gen: 2.193180561065674 (2.3550939758618674) | > loss_kl: 2.6097605228424072 (3.1548110047976174) | > loss_feat: 6.781466484069824 (6.065967877705892) | > loss_mel: 15.88061809539795 (16.60931086540222) | > loss_duration: 2.3227858543395996 (2.3484559853871665) | > loss_1: 29.787811279296875 (30.533639907836914)  --> STEP: 13 | > loss_disc: 2.5206384658813477 (2.4790911491100607) | > loss_disc_real_0: 0.13377949595451355 (0.15969553761757332) | > loss_disc_real_1: 0.30448073148727417 (0.272118934071981) | > loss_disc_real_2: 0.20486727356910706 (0.21417628228664398) | > loss_disc_real_3: 0.22803376615047455 (0.23156389594078064) | > loss_disc_real_4: 0.14619138836860657 (0.23493210283609536) | > loss_disc_real_5: 0.1820526421070099 (0.2253677466740975) | > loss_0: 2.5206384658813477 (2.4790911491100607) | > loss_gen: 2.2465226650238037 (2.346742336566632) | > loss_kl: 3.4468019008636475 (3.177271842956543) | > loss_feat: 8.08855152130127 (6.221551234905537) | > loss_mel: 17.594850540161133 (16.685121609614445) | > loss_duration: 2.22164249420166 (2.3387011014498196) | > loss_1: 33.59836959838867 (30.769388345571663)  --> STEP: 14 | > loss_disc: 2.4484944343566895 (2.4769056694848195) | > loss_disc_real_0: 0.14394104480743408 (0.15857021670256338) | > loss_disc_real_1: 0.26802000403404236 (0.2718261533549854) | > loss_disc_real_2: 0.2023647278547287 (0.21333259982722147) | > loss_disc_real_3: 0.2276192158460617 (0.23128213307687215) | > loss_disc_real_4: 0.24397696554660797 (0.23557816445827484) | > loss_disc_real_5: 0.2403537482023239 (0.2264381753546851) | > loss_0: 2.4484944343566895 (2.4769056694848195) | > loss_gen: 2.455595016479492 (2.3545175279889787) | > loss_kl: 4.105407238006592 (3.2435672283172607) | > loss_feat: 7.45989990234375 (6.310004711151123) | > loss_mel: 17.650115966796875 (16.75404977798462) | > loss_duration: 2.406991481781006 (2.34357898575919) | > loss_1: 34.07801055908203 (31.00571850367955)  --> STEP: 15 | > loss_disc: 2.5194244384765625 (2.4797402540842692) | > loss_disc_real_0: 0.10068367421627045 (0.15471111387014386) | > loss_disc_real_1: 0.1840255856513977 (0.2659727821747462) | > loss_disc_real_2: 0.2244652658700943 (0.21407477756341298) | > loss_disc_real_3: 0.2249804437160492 (0.23086202045281728) | > loss_disc_real_4: 0.23556023836135864 (0.2355769693851471) | > loss_disc_real_5: 0.27067533135414124 (0.22938731908798218) | > loss_0: 2.5194244384765625 (2.4797402540842692) | > loss_gen: 2.230405807495117 (2.346243413289388) | > loss_kl: 3.397728443145752 (3.25384464263916) | > loss_feat: 5.879086494445801 (6.281276830037435) | > loss_mel: 17.85650634765625 (16.827546882629395) | > loss_duration: 2.391695737838745 (2.3467867692311604) | > loss_1: 31.755422592163086 (31.055698776245116)  --> STEP: 16 | > loss_disc: 2.5643913745880127 (2.485030949115753) | > loss_disc_real_0: 0.151321142911911 (0.1544992406852543) | > loss_disc_real_1: 0.36688947677612305 (0.27228007558733225) | > loss_disc_real_2: 0.19112324714660645 (0.21264030691236258) | > loss_disc_real_3: 0.2815599739551544 (0.23403064254671335) | > loss_disc_real_4: 0.25620219111442566 (0.236866045743227) | > loss_disc_real_5: 0.2765009105205536 (0.2323319185525179) | > loss_0: 2.5643913745880127 (2.485030949115753) | > loss_gen: 2.5293378829956055 (2.3576868176460266) | > loss_kl: 2.6935720443725586 (3.2188276052474976) | > loss_feat: 7.18532133102417 (6.337779611349106) | > loss_mel: 18.052989959716797 (16.904137074947357) | > loss_duration: 2.3583600521087646 (2.3475100994110107) | > loss_1: 32.819580078125 (31.16594135761261)  --> STEP: 17 | > loss_disc: 2.718885660171509 (2.498787108589621) | > loss_disc_real_0: 0.19586259126663208 (0.15693237895474713) | > loss_disc_real_1: 0.27466243505477905 (0.272420214379535) | > loss_disc_real_2: 0.27677610516548157 (0.21641300092725194) | > loss_disc_real_3: 0.27225103974342346 (0.23627890120534337) | > loss_disc_real_4: 0.24042697250843048 (0.23707551202353308) | > loss_disc_real_5: 0.30707669258117676 (0.23672866996596842) | > loss_0: 2.718885660171509 (2.498787108589621) | > loss_gen: 2.281924247741699 (2.3532301958869484) | > loss_kl: 2.4832067489624023 (3.1755557901719036) | > loss_feat: 5.0214948654174805 (6.260351096882539) | > loss_mel: 17.46342658996582 (16.937036458183737) | > loss_duration: 2.4843955039978027 (2.355562182033763) | > loss_1: 29.73444938659668 (31.08173594755285)  --> STEP: 18 | > loss_disc: 2.7253544330596924 (2.511374182171292) | > loss_disc_real_0: 0.17786574363708496 (0.15809534365932143) | > loss_disc_real_1: 0.23091350495815277 (0.2701142860783471) | > loss_disc_real_2: 0.1434021294116974 (0.21235684139861) | > loss_disc_real_3: 0.18025802075862885 (0.23316663006941477) | > loss_disc_real_4: 0.21840250492095947 (0.23603812274005678) | > loss_disc_real_5: 0.24120596051216125 (0.23697740832964578) | > loss_0: 2.7253544330596924 (2.511374182171292) | > loss_gen: 1.9492857456207275 (2.330788837538825) | > loss_kl: 3.4038963317871094 (3.188241375817193) | > loss_feat: 8.107268333435059 (6.362957610024346) | > loss_mel: 17.443937301635742 (16.965197616153294) | > loss_duration: 2.245604991912842 (2.3494534492492676) | > loss_1: 33.14999008178711 (31.196638955010307)  --> STEP: 19 | > loss_disc: 2.7707977294921875 (2.525028053082918) | > loss_disc_real_0: 0.14525452256202698 (0.15741951096999013) | > loss_disc_real_1: 0.27297845482826233 (0.2702650318020268) | > loss_disc_real_2: 0.19534188508987427 (0.21146131738236076) | > loss_disc_real_3: 0.28138965368270874 (0.23570468394379868) | > loss_disc_real_4: 0.2594977617263794 (0.23727284058144218) | > loss_disc_real_5: 0.30596667528152466 (0.24060842237974467) | > loss_0: 2.7707977294921875 (2.525028053082918) | > loss_gen: 1.9541540145874023 (2.310965952120329) | > loss_kl: 2.104924201965332 (3.1312246824565686) | > loss_feat: 4.656792163848877 (6.27315942864669) | > loss_mel: 15.167498588562012 (16.870581877859014) | > loss_duration: 2.3495635986328125 (2.3494592465852437) | > loss_1: 26.232933044433594 (30.93539127550627)  --> STEP: 20 | > loss_disc: 2.120074987411499 (2.5047803997993467) | > loss_disc_real_0: 0.09575545787811279 (0.15433630831539627) | > loss_disc_real_1: 0.17822973430156708 (0.2656632669270038) | > loss_disc_real_2: 0.2196550965309143 (0.21187100633978845) | > loss_disc_real_3: 0.2010619044303894 (0.2339725449681282) | > loss_disc_real_4: 0.182668998837471 (0.2345426484942436) | > loss_disc_real_5: 0.17271023988723755 (0.23721351325511933) | > loss_0: 2.120074987411499 (2.5047803997993467) | > loss_gen: 2.577674388885498 (2.324301373958588) | > loss_kl: 2.073352336883545 (3.0783310651779177) | > loss_feat: 7.749081134796143 (6.346955513954162) | > loss_mel: 19.082468032836914 (16.981176185607907) | > loss_duration: 2.2716612815856934 (2.345569348335266) | > loss_1: 33.75423812866211 (31.076333618164064)  --> STEP: 21 | > loss_disc: 2.2616240978240967 (2.493201528276716) | > loss_disc_real_0: 0.11533157527446747 (0.15247894007535204) | > loss_disc_real_1: 0.2105233073234558 (0.2630375545649301) | > loss_disc_real_2: 0.23049943149089813 (0.21275807420412698) | > loss_disc_real_3: 0.2379588633775711 (0.23416236965429216) | > loss_disc_real_4: 0.20538979768753052 (0.23315441750344776) | > loss_disc_real_5: 0.25062626600265503 (0.23785221576690674) | > loss_0: 2.2616240978240967 (2.493201528276716) | > loss_gen: 2.4006564617156982 (2.32793733051845) | > loss_kl: 1.7817285060882568 (3.016588086173648) | > loss_feat: 5.31843900680542 (6.29797853742327) | > loss_mel: 15.927716255187988 (16.931011427016482) | > loss_duration: 2.201108932495117 (2.3386902809143066) | > loss_1: 27.629648208618164 (30.91220574151902)  --> STEP: 22 | > loss_disc: 2.348823308944702 (2.486638881943443) | > loss_disc_real_0: 0.09511727094650269 (0.14987159147858617) | > loss_disc_real_1: 0.206605464220047 (0.2604724595492536) | > loss_disc_real_2: 0.16732093691825867 (0.21069274978204208) | > loss_disc_real_3: 0.20302318036556244 (0.23274695195934988) | > loss_disc_real_4: 0.2486468404531479 (0.23385861854661594) | > loss_disc_real_5: 0.2788080871105194 (0.23971384628252548) | > loss_0: 2.348823308944702 (2.486638881943443) | > loss_gen: 2.2431819438934326 (2.3240848129445855) | > loss_kl: 2.2362096309661865 (2.9811163382096724) | > loss_feat: 6.932992935180664 (6.326842828230425) | > loss_mel: 15.652341842651367 (16.872890082272615) | > loss_duration: 2.1996994018554688 (2.3323725136843594) | > loss_1: 29.26442527770996 (30.8373066295277)  --> STEP: 23 | > loss_disc: 2.564352035522461 (2.490017714707748) | > loss_disc_real_0: 0.1717531383037567 (0.15082296307968054) | > loss_disc_real_1: 0.30198371410369873 (0.2622772967037946) | > loss_disc_real_2: 0.21029607951641083 (0.21067550324875375) | > loss_disc_real_3: 0.2516426146030426 (0.23356850250907565) | > loss_disc_real_4: 0.21097181737422943 (0.23286354023477304) | > loss_disc_real_5: 0.2855188548564911 (0.24170536839443704) | > loss_0: 2.564352035522461 (2.490017714707748) | > loss_gen: 2.3847925662994385 (2.326724280481753) | > loss_kl: 2.5651681423187256 (2.963031634040501) | > loss_feat: 5.648731231689453 (6.297359715337339) | > loss_mel: 16.361209869384766 (16.850643116494883) | > loss_duration: 2.259587287902832 (2.32920793865038) | > loss_1: 29.21949005126953 (30.766966778299082)  --> STEP: 24 | > loss_disc: 2.569125175476074 (2.4933138589064283) | > loss_disc_real_0: 0.1790693998336792 (0.1519998979444305) | > loss_disc_real_1: 0.2622000277042389 (0.26227407716214646) | > loss_disc_real_2: 0.29159337282180786 (0.21404708114763102) | > loss_disc_real_3: 0.24031543731689453 (0.23384962479273477) | > loss_disc_real_4: 0.23506169021129608 (0.23295512981712818) | > loss_disc_real_5: 0.28299129009246826 (0.243425615131855) | > loss_0: 2.569125175476074 (2.4933138589064283) | > loss_gen: 2.477297067642212 (2.3329981466134386) | > loss_kl: 2.8191704750061035 (2.9570374190807343) | > loss_feat: 5.659303188323975 (6.2707740267117815) | > loss_mel: 14.713298797607422 (16.761587103207905) | > loss_duration: 2.4433512687683105 (2.333963910738627) | > loss_1: 28.1124210357666 (30.65636070569356)  --> STEP: 25 | > loss_disc: 2.758338689804077 (2.5039148521423344) | > loss_disc_real_0: 0.15756627917289734 (0.15222255319356917) | > loss_disc_real_1: 0.4286164939403534 (0.2689277738332747) | > loss_disc_real_2: 0.1906455010175705 (0.2131110179424286) | > loss_disc_real_3: 0.2263074368238449 (0.23354793727397918) | > loss_disc_real_4: 0.29776445031166077 (0.2355475026369095) | > loss_disc_real_5: 0.2540396749973297 (0.243850177526474) | > loss_0: 2.758338689804077 (2.5039148521423344) | > loss_gen: 2.2001967430114746 (2.32768609046936) | > loss_kl: 2.8381762504577637 (2.9522829723358153) | > loss_feat: 8.793923377990723 (6.37170000076294) | > loss_mel: 16.414173126220703 (16.747690544128417) | > loss_duration: 2.3616878986358643 (2.3350728702545167) | > loss_1: 32.608158111572266 (30.73443260192871)  --> STEP: 26 | > loss_disc: 2.3199260234832764 (2.496838358732371) | > loss_disc_real_0: 0.08843038231134415 (0.14976900815963742) | > loss_disc_real_1: 0.16926361620426178 (0.2650945370013896) | > loss_disc_real_2: 0.07750312983989716 (0.20789532993848509) | > loss_disc_real_3: 0.06453494727611542 (0.22704743765867674) | > loss_disc_real_4: 0.08395040780305862 (0.22971684514329985) | > loss_disc_real_5: 0.12289456278085709 (0.23919803849779642) | > loss_0: 2.3199260234832764 (2.496838358732371) | > loss_gen: 2.4521310329437256 (2.3324724344106817) | > loss_kl: 2.736711025238037 (2.9439917436012855) | > loss_feat: 17.189836502075195 (6.787782173890334) | > loss_mel: 21.85279655456543 (16.944040775299072) | > loss_duration: 2.289275646209717 (2.333311438560486) | > loss_1: 46.520748138427734 (31.34159858410175) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022572829173161443 (-0.00012906698080209509) | > avg_loss_disc: 2.496838358732371 (+0.0058084267836355785) | > avg_loss_disc_real_0: 0.14976900815963742 (-0.020111110347967948) | > avg_loss_disc_real_1: 0.2650945370013896 (+0.11764054487530984) | > avg_loss_disc_real_2: 0.20789532993848509 (-0.03417780938056797) | > avg_loss_disc_real_3: 0.22704743765867674 (-0.012213360231656284) | > avg_loss_disc_real_4: 0.22971684514329985 (-0.00880423274177769) | > avg_loss_disc_real_5: 0.23919803849779642 (+0.006125940439792782) | > avg_loss_0: 2.496838358732371 (+0.0058084267836355785) | > avg_loss_gen: 2.3324724344106817 (+0.057401368251214) | > avg_loss_kl: 2.9439917436012855 (+0.12912340806080724) | > avg_loss_feat: 6.787782173890334 (+0.3599291214576139) | > avg_loss_mel: 16.944040775299072 (-0.02965208200307856) | > avg_loss_duration: 2.333311438560486 (-0.0008126038771409938) | > avg_loss_1: 31.34159858410175 (+0.5159890835101777)  > EPOCH: 679/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:11:39)   --> TIME: 2024-06-11 21:11:42 -- STEP: 4/330 -- GLOBAL_STEP: 312075 | > loss_disc: 2.2221803665161133 (2.2587212324142456) | > loss_disc_real_0: 0.08181348443031311 (0.10163631290197372) | > loss_disc_real_1: 0.18341663479804993 (0.19945163652300835) | > loss_disc_real_2: 0.2580112814903259 (0.21440010145306587) | > loss_disc_real_3: 0.21971508860588074 (0.21197188645601273) | > loss_disc_real_4: 0.19538186490535736 (0.2062501460313797) | > loss_disc_real_5: 0.18726445734500885 (0.20230460166931152) | > loss_0: 2.2221803665161133 (2.2587212324142456) | > grad_norm_0: tensor(6.1678, device='cuda:0') (tensor(5.2567, device='cuda:0')) | > loss_gen: 2.653693914413452 (2.5045195817947388) | > loss_kl: 1.7054002285003662 (1.908798724412918) | > loss_feat: 7.6573991775512695 (7.188093423843384) | > loss_mel: 17.84431266784668 (17.83905553817749) | > loss_duration: 2.136990547180176 (2.17609441280365) | > loss_1: 31.99779510498047 (31.616561889648438) | > grad_norm_1: tensor(87.9534, device='cuda:0') (tensor(77.3428, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3837 (0.401020884513855) | > loader_time: 0.0036 (0.0036396384239196777)  --> TIME: 2024-06-11 21:11:51 -- STEP: 29/330 -- GLOBAL_STEP: 312100 | > loss_disc: 2.3045601844787598 (2.3061224674356393) | > loss_disc_real_0: 0.12700378894805908 (0.10341930029721096) | > loss_disc_real_1: 0.22423602640628815 (0.1932423767344705) | > loss_disc_real_2: 0.23671552538871765 (0.20668463203413734) | > loss_disc_real_3: 0.22477509081363678 (0.2231769217499371) | > loss_disc_real_4: 0.23588919639587402 (0.22664310551922898) | > loss_disc_real_5: 0.21092097461223602 (0.218800471774463) | > loss_0: 2.3045601844787598 (2.3061224674356393) | > grad_norm_0: tensor(10.3003, device='cuda:0') (tensor(7.2321, device='cuda:0')) | > loss_gen: 2.712796211242676 (2.516848621697261) | > loss_kl: 2.0975489616394043 (1.9565996178265275) | > loss_feat: 7.00994348526001 (7.106432405011407) | > loss_mel: 18.17441177368164 (17.651534639555837) | > loss_duration: 1.9915249347686768 (2.032253914865954) | > loss_1: 31.98622703552246 (31.26366930994494) | > grad_norm_1: tensor(70.7242, device='cuda:0') (tensor(79.4326, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3663 (0.36997068339380723) | > loader_time: 0.0033 (0.003486477095505287)  --> TIME: 2024-06-11 21:12:01 -- STEP: 54/330 -- GLOBAL_STEP: 312125 | > loss_disc: 2.3016066551208496 (2.3346225376482375) | > loss_disc_real_0: 0.10968879610300064 (0.10597814591946425) | > loss_disc_real_1: 0.19978269934654236 (0.19569286345331757) | > loss_disc_real_2: 0.2135702222585678 (0.2087392434477806) | > loss_disc_real_3: 0.2219092696905136 (0.22746187834827988) | > loss_disc_real_4: 0.21244946122169495 (0.22869809882508385) | > loss_disc_real_5: 0.2076643407344818 (0.22125648651961927) | > loss_0: 2.3016066551208496 (2.3346225376482375) | > grad_norm_0: tensor(4.3730, device='cuda:0') (tensor(7.9327, device='cuda:0')) | > loss_gen: 2.5009710788726807 (2.4884155723783703) | > loss_kl: 1.9437408447265625 (1.9799376748226307) | > loss_feat: 7.953335285186768 (7.084237231148614) | > loss_mel: 18.5221004486084 (17.55446787233706) | > loss_duration: 1.9544581174850464 (2.0052507276888245) | > loss_1: 32.874603271484375 (31.112309173301416) | > grad_norm_1: tensor(71.3220, device='cuda:0') (tensor(89.1159, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3546 (0.36764669418334966) | > loader_time: 0.004 (0.0034751980393021194)  --> TIME: 2024-06-11 21:12:10 -- STEP: 79/330 -- GLOBAL_STEP: 312150 | > loss_disc: 2.359642505645752 (2.340912200227569) | > loss_disc_real_0: 0.0918935239315033 (0.10616535169980194) | > loss_disc_real_1: 0.20988647639751434 (0.19522601856461053) | > loss_disc_real_2: 0.21716590225696564 (0.2090271243566199) | > loss_disc_real_3: 0.21440786123275757 (0.2279898667637306) | > loss_disc_real_4: 0.23719143867492676 (0.2314277691177175) | > loss_disc_real_5: 0.22506146132946014 (0.2235724014949195) | > loss_0: 2.359642505645752 (2.340912200227569) | > grad_norm_0: tensor(19.6148, device='cuda:0') (tensor(9.6940, device='cuda:0')) | > loss_gen: 2.461503505706787 (2.48235659056072) | > loss_kl: 2.021784543991089 (1.9929943341243117) | > loss_feat: 7.234540939331055 (7.094158818450155) | > loss_mel: 17.361927032470703 (17.498811939094647) | > loss_duration: 1.949988603591919 (1.9976035099995286) | > loss_1: 31.02974510192871 (31.065925235989727) | > grad_norm_1: tensor(89.0179, device='cuda:0') (tensor(112.5293, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3797 (0.36862985393669034) | > loader_time: 0.0046 (0.0035437873647182804)  --> TIME: 2024-06-11 21:12:20 -- STEP: 104/330 -- GLOBAL_STEP: 312175 | > loss_disc: 2.389464855194092 (2.3441261832530698) | > loss_disc_real_0: 0.10832074284553528 (0.10779953128300034) | > loss_disc_real_1: 0.19786038994789124 (0.19594871625304222) | > loss_disc_real_2: 0.2286439836025238 (0.2104255955379743) | > loss_disc_real_3: 0.24054057896137238 (0.227417483782539) | > loss_disc_real_4: 0.24883881211280823 (0.2310553677380085) | > loss_disc_real_5: 0.23739036917686462 (0.22347379776720816) | > loss_0: 2.389464855194092 (2.3441261832530698) | > grad_norm_0: tensor(20.5687, device='cuda:0') (tensor(11.0599, device='cuda:0')) | > loss_gen: 2.487691879272461 (2.4828461958811845) | > loss_kl: 2.1774821281433105 (1.989561493580158) | > loss_feat: 6.868330478668213 (7.055052624298976) | > loss_mel: 17.56952476501465 (17.473425259956954) | > loss_duration: 2.0373375415802 (1.999128228196731) | > loss_1: 31.14036750793457 (31.000013791597805) | > grad_norm_1: tensor(365.7949, device='cuda:0') (tensor(134.7357, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3814 (0.36905213273488563) | > loader_time: 0.004 (0.003630791719143207)  --> TIME: 2024-06-11 21:12:29 -- STEP: 129/330 -- GLOBAL_STEP: 312200 | > loss_disc: 2.2493152618408203 (2.3442736503689807) | > loss_disc_real_0: 0.12242178618907928 (0.10895360974493877) | > loss_disc_real_1: 0.18601356446743011 (0.19599010650963747) | > loss_disc_real_2: 0.18445608019828796 (0.21043313208014466) | > loss_disc_real_3: 0.21145275235176086 (0.22759148224379666) | > loss_disc_real_4: 0.24500524997711182 (0.23076934454052947) | > loss_disc_real_5: 0.23034948110580444 (0.22253945215727933) | > loss_0: 2.2493152618408203 (2.3442736503689807) | > grad_norm_0: tensor(12.3464, device='cuda:0') (tensor(11.5040, device='cuda:0')) | > loss_gen: 2.6283552646636963 (2.4860788777817135) | > loss_kl: 1.7908672094345093 (1.9944254104481187) | > loss_feat: 7.3334574699401855 (7.072269580160925) | > loss_mel: 18.177824020385742 (17.48190142017927) | > loss_duration: 1.978590965270996 (2.001344841580058) | > loss_1: 31.909095764160156 (31.036020175431126) | > grad_norm_1: tensor(106.5032, device='cuda:0') (tensor(145.8469, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3727 (0.3710081595783086) | > loader_time: 0.0039 (0.003721752832102221)  --> TIME: 2024-06-11 21:12:39 -- STEP: 154/330 -- GLOBAL_STEP: 312225 | > loss_disc: 2.3148257732391357 (2.3522916428454526) | > loss_disc_real_0: 0.10925295948982239 (0.110051565380259) | > loss_disc_real_1: 0.1691458821296692 (0.19624855291920826) | > loss_disc_real_2: 0.19263331592082977 (0.21194885651786605) | > loss_disc_real_3: 0.23042842745780945 (0.22887653122087578) | > loss_disc_real_4: 0.21708357334136963 (0.23168664599780914) | > loss_disc_real_5: 0.20604917407035828 (0.22274638934955968) | > loss_0: 2.3148257732391357 (2.3522916428454526) | > grad_norm_0: tensor(17.3214, device='cuda:0') (tensor(12.8044, device='cuda:0')) | > loss_gen: 2.5057199001312256 (2.4858336216443555) | > loss_kl: 2.032687187194824 (2.0007856465005256) | > loss_feat: 7.308053016662598 (7.071903693211543) | > loss_mel: 17.151020050048828 (17.47455734401555) | > loss_duration: 2.0130412578582764 (2.004425634037365) | > loss_1: 31.010520935058594 (31.037505979661816) | > grad_norm_1: tensor(383.6533, device='cuda:0') (tensor(162.5728, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.3978 (0.37398817167653675) | > loader_time: 0.0046 (0.00382840633392334)  --> TIME: 2024-06-11 21:12:49 -- STEP: 179/330 -- GLOBAL_STEP: 312250 | > loss_disc: 2.4251575469970703 (2.355627027969788) | > loss_disc_real_0: 0.13295988738536835 (0.11239097398502866) | > loss_disc_real_1: 0.18605633080005646 (0.19665578107594112) | > loss_disc_real_2: 0.19856727123260498 (0.21155296474195726) | > loss_disc_real_3: 0.2442644238471985 (0.22853113494438831) | > loss_disc_real_4: 0.23303288221359253 (0.23131711739401578) | > loss_disc_real_5: 0.22153204679489136 (0.22282811200152564) | > loss_0: 2.4251575469970703 (2.355627027969788) | > grad_norm_0: tensor(35.7411, device='cuda:0') (tensor(15.0483, device='cuda:0')) | > loss_gen: 2.4024853706359863 (2.4851705455247255) | > loss_kl: 2.1766300201416016 (2.004101479519679) | > loss_feat: 6.473809719085693 (7.059101232603275) | > loss_mel: 17.518741607666016 (17.440447418383393) | > loss_duration: 2.0646233558654785 (2.0110056373660132) | > loss_1: 30.636289596557617 (30.999826409963255) | > grad_norm_1: tensor(56.6395, device='cuda:0') (tensor(184.6152, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.377 (0.3762940001887316) | > loader_time: 0.0044 (0.003921390245746634)  --> TIME: 2024-06-11 21:13:00 -- STEP: 204/330 -- GLOBAL_STEP: 312275 | > loss_disc: 2.295693874359131 (2.3522422009823374) | > loss_disc_real_0: 0.12712514400482178 (0.11320934957806386) | > loss_disc_real_1: 0.19776904582977295 (0.19636805676946453) | > loss_disc_real_2: 0.2078569084405899 (0.2110683135688305) | > loss_disc_real_3: 0.2409810870885849 (0.22851165573970944) | > loss_disc_real_4: 0.19902275502681732 (0.23126135583893925) | > loss_disc_real_5: 0.22559958696365356 (0.22258559008147202) | > loss_0: 2.295693874359131 (2.3522422009823374) | > grad_norm_0: tensor(38.3913, device='cuda:0') (tensor(17.1785, device='cuda:0')) | > loss_gen: 2.4962058067321777 (2.4924691670081196) | > loss_kl: 2.2069013118743896 (2.013901662008435) | > loss_feat: 7.649443626403809 (7.068249508446338) | > loss_mel: 18.00660514831543 (17.419509251912448) | > loss_duration: 2.0267763137817383 (2.0189961685853843) | > loss_1: 32.38593292236328 (31.013125840355368) | > grad_norm_1: tensor(312.3163, device='cuda:0') (tensor(205.6311, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.4153 (0.3791629672050476) | > loader_time: 0.0059 (0.004047075907389325)  --> TIME: 2024-06-11 21:13:10 -- STEP: 229/330 -- GLOBAL_STEP: 312300 | > loss_disc: 2.3028151988983154 (2.353720747227232) | > loss_disc_real_0: 0.07077109068632126 (0.11469579200101732) | > loss_disc_real_1: 0.16419769823551178 (0.19675725991288648) | > loss_disc_real_2: 0.1950949877500534 (0.21147272277086582) | > loss_disc_real_3: 0.24229012429714203 (0.2289076409745945) | > loss_disc_real_4: 0.21551482379436493 (0.230918395792553) | > loss_disc_real_5: 0.18731164932250977 (0.22120178363989534) | > loss_0: 2.3028151988983154 (2.353720747227232) | > grad_norm_0: tensor(26.4303, device='cuda:0') (tensor(20.0658, device='cuda:0')) | > loss_gen: 2.504093647003174 (2.4945154439934476) | > loss_kl: 1.9173698425292969 (2.017609919523048) | > loss_feat: 7.075267791748047 (7.079025328940179) | > loss_mel: 17.53799819946289 (17.38839181125425) | > loss_duration: 2.132910966873169 (2.0275548962005883) | > loss_1: 31.167640686035156 (31.007097494133696) | > grad_norm_1: tensor(402.1137, device='cuda:0') (tensor(233.4787, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.4016 (0.38256377944779707) | > loader_time: 0.0052 (0.004165181947066795)  --> TIME: 2024-06-11 21:13:21 -- STEP: 254/330 -- GLOBAL_STEP: 312325 | > loss_disc: 2.2289340496063232 (2.3529625436452433) | > loss_disc_real_0: 0.10272198915481567 (0.11604727071335935) | > loss_disc_real_1: 0.18136821687221527 (0.19669256083608613) | > loss_disc_real_2: 0.1724126935005188 (0.211276841503898) | > loss_disc_real_3: 0.2600324749946594 (0.22921884922296043) | > loss_disc_real_4: 0.22160333395004272 (0.2307117293317487) | > loss_disc_real_5: 0.1859891414642334 (0.22098218221364058) | > loss_0: 2.2289340496063232 (2.3529625436452433) | > grad_norm_0: tensor(10.0476, device='cuda:0') (tensor(22.0022, device='cuda:0')) | > loss_gen: 2.6502060890197754 (2.4993645553513777) | > loss_kl: 2.09755277633667 (2.020939348720191) | > loss_feat: 6.9799299240112305 (7.085480759462972) | > loss_mel: 17.01647186279297 (17.338141501419194) | > loss_duration: 2.072382926940918 (2.035405297917643) | > loss_1: 30.816543579101562 (30.979331549697037) | > grad_norm_1: tensor(403.8230, device='cuda:0') (tensor(251.6746, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.4496 (0.38733053019666297) | > loader_time: 0.0052 (0.00431061072612372)  --> TIME: 2024-06-11 21:13:32 -- STEP: 279/330 -- GLOBAL_STEP: 312350 | > loss_disc: 2.3216347694396973 (2.355447065872958) | > loss_disc_real_0: 0.07264451682567596 (0.11787965449113999) | > loss_disc_real_1: 0.22673103213310242 (0.19700321806160778) | > loss_disc_real_2: 0.23655828833580017 (0.21123484391251773) | > loss_disc_real_3: 0.20732654631137848 (0.22887100247285697) | > loss_disc_real_4: 0.21792176365852356 (0.23038266631223822) | > loss_disc_real_5: 0.1823008805513382 (0.22036873567916157) | > loss_0: 2.3216347694396973 (2.355447065872958) | > grad_norm_0: tensor(57.0129, device='cuda:0') (tensor(24.4754, device='cuda:0')) | > loss_gen: 2.646987199783325 (2.498990042662535) | > loss_kl: 2.046708106994629 (2.024560835199118) | > loss_feat: 7.053999900817871 (7.0879965050673395) | > loss_mel: 16.98270034790039 (17.29388254432269) | > loss_duration: 2.1359570026397705 (2.0450502031592905) | > loss_1: 30.86635398864746 (30.95048023210204) | > grad_norm_1: tensor(543.1271, device='cuda:0') (tensor(270.8381, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.4547 (0.3926390627379058) | > loader_time: 0.0068 (0.004468067572535581)  --> TIME: 2024-06-11 21:13:44 -- STEP: 304/330 -- GLOBAL_STEP: 312375 | > loss_disc: 2.45404052734375 (2.361093835611092) | > loss_disc_real_0: 0.15147143602371216 (0.11996005180193797) | > loss_disc_real_1: 0.21154774725437164 (0.19731712493261225) | > loss_disc_real_2: 0.2158161997795105 (0.2114097926471579) | > loss_disc_real_3: 0.21941907703876495 (0.22910374412803272) | > loss_disc_real_4: 0.24210500717163086 (0.23060626664051884) | > loss_disc_real_5: 0.21826158463954926 (0.22113015801694832) | > loss_0: 2.45404052734375 (2.361093835611092) | > grad_norm_0: tensor(43.2103, device='cuda:0') (tensor(26.0049, device='cuda:0')) | > loss_gen: 2.480729818344116 (2.49451957643032) | > loss_kl: 2.1818251609802246 (2.0275045064719115) | > loss_feat: 7.566843509674072 (7.088782031285134) | > loss_mel: 17.067302703857422 (17.256189318079702) | > loss_duration: 2.189288854598999 (2.0559768276779256) | > loss_1: 31.485990524291992 (30.92297233405866) | > grad_norm_1: tensor(484.6524, device='cuda:0') (tensor(282.8570, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 0.4783 (0.39904764294624323) | > loader_time: 0.0074 (0.0046493685559222606)  --> TIME: 2024-06-11 21:14:13 -- STEP: 329/330 -- GLOBAL_STEP: 312400 | > loss_disc: 2.4418787956237793 (2.365476132163884) | > loss_disc_real_0: 0.18916240334510803 (0.12189624314748408) | > loss_disc_real_1: 0.19170290231704712 (0.197504144535601) | > loss_disc_real_2: 0.21293272078037262 (0.2115348785843893) | > loss_disc_real_3: 0.2256605625152588 (0.22928058557597336) | > loss_disc_real_4: 0.22025196254253387 (0.230806183488898) | > loss_disc_real_5: 0.1855155974626541 (0.2215504179337829) | > loss_0: 2.4418787956237793 (2.365476132163884) | > grad_norm_0: tensor(6.5577, device='cuda:0') (tensor(25.5951, device='cuda:0')) | > loss_gen: 2.4103827476501465 (2.488835187668495) | > loss_kl: 2.2352631092071533 (2.0346060089064957) | > loss_feat: 12.310647964477539 (7.186407353015655) | > loss_mel: 19.41551399230957 (17.24401895181024) | > loss_duration: 2.289090156555176 (2.070421581935012) | > loss_1: 38.66089630126953 (31.024289180442555) | > grad_norm_1: tensor(69.8524, device='cuda:0') (tensor(280.7920, device='cuda:0')) | > current_lr_0: 0.00018372444643804763 | > current_lr_1: 0.00018372444643804763 | > step_time: 14.1899 (0.4541011363901988) | > loader_time: 0.0335 (0.005112829904063496)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6209466457366943 (2.6209466457366943) | > loss_disc_real_0: 0.25939470529556274 (0.25939470529556274) | > loss_disc_real_1: 0.21357934176921844 (0.21357934176921844) | > loss_disc_real_2: 0.20765575766563416 (0.20765575766563416) | > loss_disc_real_3: 0.2606784701347351 (0.2606784701347351) | > loss_disc_real_4: 0.28094208240509033 (0.28094208240509033) | > loss_disc_real_5: 0.22811675071716309 (0.22811675071716309) | > loss_0: 2.6209466457366943 (2.6209466457366943) | > loss_gen: 2.590520143508911 (2.590520143508911) | > loss_kl: 2.4369771480560303 (2.4369771480560303) | > loss_feat: 4.837292194366455 (4.837292194366455) | > loss_mel: 15.213150024414062 (15.213150024414062) | > loss_duration: 3.04443097114563 (3.04443097114563) | > loss_1: 28.122371673583984 (28.122371673583984)  --> STEP: 1 | > loss_disc: 2.5167713165283203 (2.5167713165283203) | > loss_disc_real_0: 0.15420295298099518 (0.15420295298099518) | > loss_disc_real_1: 0.20804882049560547 (0.20804882049560547) | > loss_disc_real_2: 0.24671527743339539 (0.24671527743339539) | > loss_disc_real_3: 0.28729677200317383 (0.28729677200317383) | > loss_disc_real_4: 0.24885934591293335 (0.24885934591293335) | > loss_disc_real_5: 0.26851218938827515 (0.26851218938827515) | > loss_0: 2.5167713165283203 (2.5167713165283203) | > loss_gen: 2.343557357788086 (2.343557357788086) | > loss_kl: 2.8890178203582764 (2.8890178203582764) | > loss_feat: 7.0797953605651855 (7.0797953605651855) | > loss_mel: 18.622806549072266 (18.622806549072266) | > loss_duration: 2.3942904472351074 (2.3942904472351074) | > loss_1: 33.3294677734375 (33.3294677734375)  --> STEP: 2 | > loss_disc: 2.5317647457122803 (2.5242680311203003) | > loss_disc_real_0: 0.141901433467865 (0.14805219322443008) | > loss_disc_real_1: 0.17757323384284973 (0.1928110271692276) | > loss_disc_real_2: 0.19421391189098358 (0.22046459466218948) | > loss_disc_real_3: 0.253970742225647 (0.2706337571144104) | > loss_disc_real_4: 0.27616429328918457 (0.26251181960105896) | > loss_disc_real_5: 0.2704886496067047 (0.26950041949748993) | > loss_0: 2.5317647457122803 (2.5242680311203003) | > loss_gen: 2.287540912628174 (2.31554913520813) | > loss_kl: 2.5352776050567627 (2.7121477127075195) | > loss_feat: 5.360705375671387 (6.220250368118286) | > loss_mel: 18.011722564697266 (18.317264556884766) | > loss_duration: 2.4895682334899902 (2.441929340362549) | > loss_1: 30.684814453125 (32.00714111328125)  --> STEP: 3 | > loss_disc: 2.2615926265716553 (2.4367095629374185) | > loss_disc_real_0: 0.14658483862876892 (0.14756307502587637) | > loss_disc_real_1: 0.2060207724571228 (0.197214275598526) | > loss_disc_real_2: 0.23197034001350403 (0.22429984311262766) | > loss_disc_real_3: 0.23040074110031128 (0.2572227517763774) | > loss_disc_real_4: 0.23123151063919067 (0.25208504994710285) | > loss_disc_real_5: 0.23685811460018158 (0.25861965119838715) | > loss_0: 2.2615926265716553 (2.4367095629374185) | > loss_gen: 2.6794416904449463 (2.436846653620402) | > loss_kl: 3.3553566932678223 (2.9265507062276206) | > loss_feat: 5.2118940353393555 (5.8841315905253095) | > loss_mel: 18.016895294189453 (18.21714146931966) | > loss_duration: 2.272578716278076 (2.385479132334391) | > loss_1: 31.53616714477539 (31.850149790445965)  --> STEP: 4 | > loss_disc: 2.2649307250976562 (2.393764853477478) | > loss_disc_real_0: 0.15284888446331024 (0.14888452738523483) | > loss_disc_real_1: 0.24856917560100555 (0.2100530005991459) | > loss_disc_real_2: 0.19225281476974487 (0.21628808602690697) | > loss_disc_real_3: 0.20576229691505432 (0.2443576380610466) | > loss_disc_real_4: 0.17149589955806732 (0.23193776234984398) | > loss_disc_real_5: 0.20408986508846283 (0.24498720467090607) | > loss_0: 2.2649307250976562 (2.393764853477478) | > loss_gen: 2.435828924179077 (2.436592221260071) | > loss_kl: 3.450803756713867 (3.057613968849182) | > loss_feat: 8.122567176818848 (6.443740487098694) | > loss_mel: 18.936941146850586 (18.397091388702393) | > loss_duration: 2.3347415924072266 (2.3727947473526) | > loss_1: 35.2808837890625 (32.7078332901001)  --> STEP: 5 | > loss_disc: 2.2150964736938477 (2.358031177520752) | > loss_disc_real_0: 0.1273115575313568 (0.14456993341445923) | > loss_disc_real_1: 0.19204941391944885 (0.20645228326320647) | > loss_disc_real_2: 0.19696198403835297 (0.21242286562919616) | > loss_disc_real_3: 0.24006906151771545 (0.24349992275238036) | > loss_disc_real_4: 0.21884004771709442 (0.22931821942329406) | > loss_disc_real_5: 0.26866206526756287 (0.24972217679023742) | > loss_0: 2.2150964736938477 (2.358031177520752) | > loss_gen: 2.617913246154785 (2.4728564262390136) | > loss_kl: 3.2409703731536865 (3.094285249710083) | > loss_feat: 5.501857757568359 (6.255363941192627) | > loss_mel: 19.472036361694336 (18.612080383300782) | > loss_duration: 2.369415760040283 (2.3721189498901367) | > loss_1: 33.20219421386719 (32.806705474853516)  --> STEP: 6 | > loss_disc: 2.449451446533203 (2.373267889022827) | > loss_disc_real_0: 0.15223103761672974 (0.14584678411483765) | > loss_disc_real_1: 0.2895166277885437 (0.220296340684096) | > loss_disc_real_2: 0.2728677988052368 (0.22249702115853628) | > loss_disc_real_3: 0.1985793113708496 (0.2360131541887919) | > loss_disc_real_4: 0.19990572333335876 (0.22441613674163818) | > loss_disc_real_5: 0.20481789112091064 (0.24223812917868295) | > loss_0: 2.449451446533203 (2.373267889022827) | > loss_gen: 2.4080307483673096 (2.4620521465937295) | > loss_kl: 2.8569185733795166 (3.054724136988322) | > loss_feat: 5.100910186767578 (6.062954982121785) | > loss_mel: 18.47633934020996 (18.589456876118977) | > loss_duration: 2.181471109390259 (2.3403443098068237) | > loss_1: 31.023670196533203 (32.5095329284668)  --> STEP: 7 | > loss_disc: 1.983764886856079 (2.317624602999006) | > loss_disc_real_0: 0.056620292365550995 (0.1331001424363681) | > loss_disc_real_1: 0.16745232045650482 (0.21274719493729727) | > loss_disc_real_2: 0.23015977442264557 (0.22359170019626617) | > loss_disc_real_3: 0.20081159472465515 (0.23098435997962952) | > loss_disc_real_4: 0.18858882784843445 (0.2192979497568948) | > loss_disc_real_5: 0.1686723828315735 (0.2317287368433816) | > loss_0: 1.983764886856079 (2.317624602999006) | > loss_gen: 2.7069625854492188 (2.497039352144514) | > loss_kl: 4.025836944580078 (3.1934545380728587) | > loss_feat: 8.202812194824219 (6.368648869650705) | > loss_mel: 19.07757568359375 (18.65918813432966) | > loss_duration: 2.4877800941467285 (2.3614065647125244) | > loss_1: 36.50096893310547 (33.079738071986604)  --> STEP: 8 | > loss_disc: 2.5207700729370117 (2.3430177867412567) | > loss_disc_real_0: 0.23072673380374908 (0.14530346635729074) | > loss_disc_real_1: 0.1914474368095398 (0.2100847251713276) | > loss_disc_real_2: 0.20554187893867493 (0.22133547253906727) | > loss_disc_real_3: 0.23664003610610962 (0.23169131949543953) | > loss_disc_real_4: 0.2560662627220154 (0.22389398887753487) | > loss_disc_real_5: 0.22036728262901306 (0.23030855506658554) | > loss_0: 2.5207700729370117 (2.3430177867412567) | > loss_gen: 2.2922744750976562 (2.4714437425136566) | > loss_kl: 3.212763786315918 (3.195868194103241) | > loss_feat: 7.331358909606934 (6.488987624645233) | > loss_mel: 17.649131774902344 (18.532931089401245) | > loss_duration: 2.290783405303955 (2.3525786697864532) | > loss_1: 32.77631378173828 (33.041810035705566)  --> STEP: 9 | > loss_disc: 2.567389726638794 (2.3679480022854276) | > loss_disc_real_0: 0.2819768190383911 (0.16048939443296856) | > loss_disc_real_1: 0.23788803815841675 (0.21317398216989306) | > loss_disc_real_2: 0.24597753584384918 (0.22407347957293192) | > loss_disc_real_3: 0.25442513823509216 (0.23421729935540092) | > loss_disc_real_4: 0.1539963334798813 (0.21612758272224003) | > loss_disc_real_5: 0.12867261469364166 (0.2190156728029251) | > loss_0: 2.567389726638794 (2.3679480022854276) | > loss_gen: 2.2840986251831055 (2.4506276183658176) | > loss_kl: 2.394317626953125 (3.1068070199754505) | > loss_feat: 7.554311275482178 (6.6073569191826715) | > loss_mel: 19.188268661499023 (18.605746375189888) | > loss_duration: 2.1723666191101074 (2.3325551086001926) | > loss_1: 33.59336471557617 (33.10309388902452)  --> STEP: 10 | > loss_disc: 2.6312360763549805 (2.394276809692383) | > loss_disc_real_0: 0.1500273197889328 (0.159443186968565) | > loss_disc_real_1: 0.20873630046844482 (0.21273021399974823) | > loss_disc_real_2: 0.34158191084861755 (0.2358243227005005) | > loss_disc_real_3: 0.3066844940185547 (0.2414640188217163) | > loss_disc_real_4: 0.2502705752849579 (0.21954188197851182) | > loss_disc_real_5: 0.25420716404914856 (0.22253482192754745) | > loss_0: 2.6312360763549805 (2.394276809692383) | > loss_gen: 2.336101531982422 (2.439175009727478) | > loss_kl: 2.836697578430176 (3.079796075820923) | > loss_feat: 5.76001501083374 (6.522622728347779) | > loss_mel: 17.514137268066406 (18.49658546447754) | > loss_duration: 2.3420772552490234 (2.3335073232650756) | > loss_1: 30.78902816772461 (32.87168731689453)  --> STEP: 11 | > loss_disc: 2.6784143447875977 (2.4201074947010386) | > loss_disc_real_0: 0.251173198223114 (0.16778227890079672) | > loss_disc_real_1: 0.18292205035686493 (0.2100203809413043) | > loss_disc_real_2: 0.1963491290807724 (0.23223566873507065) | > loss_disc_real_3: 0.21946828067302704 (0.23946440626274457) | > loss_disc_real_4: 0.23477788269519806 (0.220926972952756) | > loss_disc_real_5: 0.27936089038848877 (0.22770082815126938) | > loss_0: 2.6784143447875977 (2.4201074947010386) | > loss_gen: 2.1535065174102783 (2.413205146789551) | > loss_kl: 3.596376419067383 (3.126757925206965) | > loss_feat: 6.9746904373168945 (6.563719792799517) | > loss_mel: 16.904970169067383 (18.351893164894797) | > loss_duration: 2.5268445014953613 (2.35108343037692) | > loss_1: 32.15638732910156 (32.80666004527699)  --> STEP: 12 | > loss_disc: 2.723506212234497 (2.4453907211621604) | > loss_disc_real_0: 0.10775592178106308 (0.16278008247415224) | > loss_disc_real_1: 0.23148028552532196 (0.21180870632330576) | > loss_disc_real_2: 0.38057127594947815 (0.24459696933627129) | > loss_disc_real_3: 0.22922879457473755 (0.23861143862207732) | > loss_disc_real_4: 0.24925783276557922 (0.22328787793715796) | > loss_disc_real_5: 0.2398827075958252 (0.22871598477164903) | > loss_0: 2.723506212234497 (2.4453907211621604) | > loss_gen: 2.2195966243743896 (2.397071103254954) | > loss_kl: 2.635315179824829 (3.085804363091787) | > loss_feat: 6.147078037261963 (6.52899964650472) | > loss_mel: 16.754594802856445 (18.21878496805827) | > loss_duration: 2.252135753631592 (2.3428377906481423) | > loss_1: 30.00872039794922 (32.57349840799968)  --> STEP: 13 | > loss_disc: 2.3930318355560303 (2.441363114577073) | > loss_disc_real_0: 0.11768817901611328 (0.15931147451584154) | > loss_disc_real_1: 0.2421848475933075 (0.21414533257484436) | > loss_disc_real_2: 0.2116066813468933 (0.2420592548755499) | > loss_disc_real_3: 0.24940578639507294 (0.23944177306615388) | > loss_disc_real_4: 0.18767032027244568 (0.22054806580910316) | > loss_disc_real_5: 0.17906275391578674 (0.22489650547504425) | > loss_0: 2.3930318355560303 (2.441363114577073) | > loss_gen: 2.2706408500671387 (2.3873456991635837) | > loss_kl: 3.2069942951202393 (3.095126665555514) | > loss_feat: 7.077062129974365 (6.5711582990793085) | > loss_mel: 17.844085693359375 (18.189961946927586) | > loss_duration: 2.2751593589782715 (2.3376317574427676) | > loss_1: 32.67394256591797 (32.5812248816857)  --> STEP: 14 | > loss_disc: 2.4534637928009033 (2.442227448735918) | > loss_disc_real_0: 0.17523455619812012 (0.16044883749314717) | > loss_disc_real_1: 0.22562378644943237 (0.21496522213731492) | > loss_disc_real_2: 0.19465096294879913 (0.23867294830935343) | > loss_disc_real_3: 0.23713216185569763 (0.23927680083683558) | > loss_disc_real_4: 0.19235433638095856 (0.2185342279928071) | > loss_disc_real_5: 0.22450046241283417 (0.22486821668488638) | > loss_0: 2.4534637928009033 (2.442227448735918) | > loss_gen: 2.3868343830108643 (2.3873091765812466) | > loss_kl: 3.674828052520752 (3.1365339074816023) | > loss_feat: 5.418135643005371 (6.48879953793117) | > loss_mel: 19.79212760925293 (18.304402351379395) | > loss_duration: 2.4122214317321777 (2.3429595913205827) | > loss_1: 33.684146881103516 (32.66000502450125)  --> STEP: 15 | > loss_disc: 2.406888961791992 (2.4398715496063232) | > loss_disc_real_0: 0.1457013487815857 (0.15946567157904307) | > loss_disc_real_1: 0.27775439620018005 (0.21915116707483928) | > loss_disc_real_2: 0.21986398100852966 (0.23741901715596517) | > loss_disc_real_3: 0.2897268235683441 (0.24264013568560283) | > loss_disc_real_4: 0.2608499825000763 (0.22135527829329174) | > loss_disc_real_5: 0.19959859549999237 (0.2231835752725601) | > loss_0: 2.406888961791992 (2.4398715496063232) | > loss_gen: 2.7898175716400146 (2.4141430695851644) | > loss_kl: 3.710787057876587 (3.174817450841268) | > loss_feat: 7.302940368652344 (6.543075593312581) | > loss_mel: 18.86292839050293 (18.341637420654298) | > loss_duration: 2.358987331390381 (2.344028107325236) | > loss_1: 35.02545928955078 (32.817701975504555)  --> STEP: 16 | > loss_disc: 2.5716805458068848 (2.4481096118688583) | > loss_disc_real_0: 0.1955355703830719 (0.16172004025429487) | > loss_disc_real_1: 0.18444222211837769 (0.21698185801506042) | > loss_disc_real_2: 0.23013904690742493 (0.2369640190154314) | > loss_disc_real_3: 0.23886694014072418 (0.2424043109640479) | > loss_disc_real_4: 0.23151932656764984 (0.2219905313104391) | > loss_disc_real_5: 0.22878646850585938 (0.22353375609964132) | > loss_0: 2.5716805458068848 (2.4481096118688583) | > loss_gen: 2.102609157562256 (2.3946722000837326) | > loss_kl: 2.8999736309051514 (3.1576397120952606) | > loss_feat: 6.1251044273376465 (6.516952395439148) | > loss_mel: 15.913824081420898 (18.18989908695221) | > loss_duration: 2.3964595794677734 (2.3473050743341446) | > loss_1: 29.437971115112305 (32.60646879673004)  --> STEP: 17 | > loss_disc: 2.608520984649658 (2.4575455749736115) | > loss_disc_real_0: 0.22968506813049316 (0.16571798307054184) | > loss_disc_real_1: 0.2502538859844208 (0.21893903613090515) | > loss_disc_real_2: 0.23756638169288635 (0.23699945211410522) | > loss_disc_real_3: 0.2631678581237793 (0.24362569609109094) | > loss_disc_real_4: 0.19530028104782104 (0.22042051658910863) | > loss_disc_real_5: 0.2811834216117859 (0.22692491289447336) | > loss_0: 2.608520984649658 (2.4575455749736115) | > loss_gen: 2.6937384605407715 (2.4122643330517937) | > loss_kl: 2.2104837894439697 (3.1019246578216553) | > loss_feat: 8.70479965209961 (6.645649292889764) | > loss_mel: 18.316024780273438 (18.19731824538287) | > loss_duration: 2.443155288696289 (2.3529433222378002) | > loss_1: 34.368202209472656 (32.710100173950195)  --> STEP: 18 | > loss_disc: 2.542365550994873 (2.4622577958636813) | > loss_disc_real_0: 0.09514588117599487 (0.161797310743067) | > loss_disc_real_1: 0.2308560609817505 (0.2196010930670632) | > loss_disc_real_2: 0.12373126298189163 (0.23070677494009337) | > loss_disc_real_3: 0.19074329733848572 (0.24068778504927954) | > loss_disc_real_4: 0.16334152221679688 (0.21724946134620243) | > loss_disc_real_5: 0.15194447338581085 (0.2227593329217699) | > loss_0: 2.542365550994873 (2.4622577958636813) | > loss_gen: 1.982893466949463 (2.3884103960461087) | > loss_kl: 2.9133949279785156 (3.0914507839414807) | > loss_feat: 10.159781455993652 (6.840878857506646) | > loss_mel: 17.238147735595703 (18.144030994839138) | > loss_duration: 2.27136492729187 (2.3484111891852484) | > loss_1: 34.56558609008789 (32.81318272484673)  --> STEP: 19 | > loss_disc: 2.7152621746063232 (2.4755738157975045) | > loss_disc_real_0: 0.19300805032253265 (0.1634399812472494) | > loss_disc_real_1: 0.23153406381607056 (0.22022914415911624) | > loss_disc_real_2: 0.21966056525707245 (0.23012539548309227) | > loss_disc_real_3: 0.33018428087234497 (0.24539812693470403) | > loss_disc_real_4: 0.25588327646255493 (0.21928282003653676) | > loss_disc_real_5: 0.28265470266342163 (0.22591172080290944) | > loss_0: 2.7152621746063232 (2.4755738157975045) | > loss_gen: 2.1088929176330566 (2.3736989498138428) | > loss_kl: 2.0939390659332275 (3.0389501672042045) | > loss_feat: 4.440244197845459 (6.7145296648929) | > loss_mel: 16.480697631835938 (18.056487133628444) | > loss_duration: 2.3667781352996826 (2.3493778705596924) | > loss_1: 27.490550994873047 (32.53304421274286)  --> STEP: 20 | > loss_disc: 2.5842995643615723 (2.481010103225708) | > loss_disc_real_0: 0.18484562635421753 (0.16451026350259781) | > loss_disc_real_1: 0.171665757894516 (0.21780097484588623) | > loss_disc_real_2: 0.21685701608657837 (0.22946197651326655) | > loss_disc_real_3: 0.2027851790189743 (0.24326747953891753) | > loss_disc_real_4: 0.23247180879116058 (0.21994226947426795) | > loss_disc_real_5: 0.25706422328948975 (0.22746934592723847) | > loss_0: 2.5842995643615723 (2.481010103225708) | > loss_gen: 1.9180389642715454 (2.350915950536728) | > loss_kl: 2.07364821434021 (2.9906850695610045) | > loss_feat: 3.912353515625 (6.574420857429504) | > loss_mel: 15.703588485717773 (17.93884220123291) | > loss_duration: 2.286546230316162 (2.346236288547516) | > loss_1: 25.894176483154297 (32.20110082626343)  --> STEP: 21 | > loss_disc: 2.434011459350586 (2.478772072564988) | > loss_disc_real_0: 0.11204272508621216 (0.16201180929229372) | > loss_disc_real_1: 0.2274581789970398 (0.2182608417102269) | > loss_disc_real_2: 0.1578393578529358 (0.2260513756246794) | > loss_disc_real_3: 0.2787504494190216 (0.24495714477130345) | > loss_disc_real_4: 0.24386900663375854 (0.22108163791043417) | > loss_disc_real_5: 0.24455805122852325 (0.22828309379872821) | > loss_0: 2.434011459350586 (2.478772072564988) | > loss_gen: 2.145817756652832 (2.34114936987559) | > loss_kl: 3.1825222969055176 (2.999820175625029) | > loss_feat: 4.6961541175842285 (6.484979584103539) | > loss_mel: 15.698812484741211 (17.83217411949521) | > loss_duration: 2.185412883758545 (2.3385780311766124) | > loss_1: 27.90871810913086 (31.996701649257115)  --> STEP: 22 | > loss_disc: 2.5033013820648193 (2.4798870411786167) | > loss_disc_real_0: 0.16608010232448578 (0.1621967317028479) | > loss_disc_real_1: 0.20423385500907898 (0.21762325140562924) | > loss_disc_real_2: 0.24728070199489594 (0.22701634500514378) | > loss_disc_real_3: 0.28003552556037903 (0.24655161662535233) | > loss_disc_real_4: 0.21000836789608002 (0.22057830745523627) | > loss_disc_real_5: 0.24130882322788239 (0.22887517240914432) | > loss_0: 2.5033013820648193 (2.4798870411786167) | > loss_gen: 2.362375497817993 (2.342114193872972) | > loss_kl: 2.4849133491516113 (2.9764153198762373) | > loss_feat: 6.340397834777832 (6.478407686406916) | > loss_mel: 17.308080673217773 (17.808351690118965) | > loss_duration: 2.214021921157837 (2.3329163898121226) | > loss_1: 30.709789276123047 (31.938205632296476)  --> STEP: 23 | > loss_disc: 2.7654099464416504 (2.492301080537879) | > loss_disc_real_0: 0.30283695459365845 (0.16831152400244836) | > loss_disc_real_1: 0.27127188444137573 (0.219955800668053) | > loss_disc_real_2: 0.22253456711769104 (0.22682148509699365) | > loss_disc_real_3: 0.25822940468788147 (0.24705934654111447) | > loss_disc_real_4: 0.22931842505931854 (0.22095831256845724) | > loss_disc_real_5: 0.23091933131217957 (0.22896404888318933) | > loss_0: 2.7654099464416504 (2.492301080537879) | > loss_gen: 2.1529061794281006 (2.333887758462325) | > loss_kl: 2.43593692779541 (2.952916259350984) | > loss_feat: 3.8768439292907715 (6.365296218706214) | > loss_mel: 17.11141586303711 (17.778050132419754) | > loss_duration: 2.271435260772705 (2.3302432972451914) | > loss_1: 27.84853744506836 (31.76039397198221)  --> STEP: 24 | > loss_disc: 2.4991860389709473 (2.4925879538059235) | > loss_disc_real_0: 0.1409761905670166 (0.16717255177597204) | > loss_disc_real_1: 0.18221376836299896 (0.21838321598867574) | > loss_disc_real_2: 0.14829818904399872 (0.22354968109478554) | > loss_disc_real_3: 0.2386629432439804 (0.24670949640373388) | > loss_disc_real_4: 0.20709246397018433 (0.22038056887686253) | > loss_disc_real_5: 0.19944126904010773 (0.22773393305639425) | > loss_0: 2.4991860389709473 (2.4925879538059235) | > loss_gen: 2.1331911087036133 (2.3255253980557122) | > loss_kl: 2.806648015975952 (2.9468217492103577) | > loss_feat: 7.289794921875 (6.403816998004913) | > loss_mel: 17.911972045898438 (17.783630212148033) | > loss_duration: 2.4439682960510254 (2.334981838862101) | > loss_1: 32.585575103759766 (31.794776519139607)  --> STEP: 25 | > loss_disc: 2.5635910034179688 (2.4954280757904055) | > loss_disc_real_0: 0.11570169031620026 (0.16511371731758118) | > loss_disc_real_1: 0.2223348766565323 (0.21854128241539) | > loss_disc_real_2: 0.25566530227661133 (0.22483430594205855) | > loss_disc_real_3: 0.31211569905281067 (0.24932574450969697) | > loss_disc_real_4: 0.23451364040374756 (0.22094589173793794) | > loss_disc_real_5: 0.24744808673858643 (0.22852249920368195) | > loss_0: 2.5635910034179688 (2.4954280757904055) | > loss_gen: 2.1311588287353516 (2.317750735282898) | > loss_kl: 2.3741438388824463 (2.923914632797241) | > loss_feat: 5.557215213775635 (6.369952926635742) | > loss_mel: 13.156982421875 (17.598564300537113) | > loss_duration: 2.3788034915924072 (2.3367347049713136) | > loss_1: 25.598302841186523 (31.546917572021485)  --> STEP: 26 | > loss_disc: 2.840777635574341 (2.5087107511667104) | > loss_disc_real_0: 0.19920140504837036 (0.16642478223030382) | > loss_disc_real_1: 0.240383118391037 (0.21938135302983797) | > loss_disc_real_2: 0.2567136287689209 (0.22606043374309173) | > loss_disc_real_3: 0.2039898931980133 (0.24758205792078605) | > loss_disc_real_4: 0.23864856362342834 (0.2216267637335337) | > loss_disc_real_5: 0.30705633759498596 (0.23154303144950134) | > loss_0: 2.840777635574341 (2.5087107511667104) | > loss_gen: 2.1569228172302246 (2.311565046127026) | > loss_kl: 2.761305093765259 (2.9176604197575498) | > loss_feat: 15.161541938781738 (6.708090965564434) | > loss_mel: 19.753246307373047 (17.68143668541542) | > loss_duration: 2.2732887268066406 (2.3342944750419035) | > loss_1: 42.10630416870117 (31.953047825739933) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024235248565673824 (+0.00016624193925123812) | > avg_loss_disc: 2.5087107511667104 (+0.011872392434339574) | > avg_loss_disc_real_0: 0.16642478223030382 (+0.0166557740706664) | > avg_loss_disc_real_1: 0.21938135302983797 (-0.04571318397155161) | > avg_loss_disc_real_2: 0.22606043374309173 (+0.018165103804606647) | > avg_loss_disc_real_3: 0.24758205792078605 (+0.02053462026210931) | > avg_loss_disc_real_4: 0.2216267637335337 (-0.008090081409766137) | > avg_loss_disc_real_5: 0.23154303144950134 (-0.007655007048295082) | > avg_loss_0: 2.5087107511667104 (+0.011872392434339574) | > avg_loss_gen: 2.311565046127026 (-0.02090738828365568) | > avg_loss_kl: 2.9176604197575498 (-0.02633132384373571) | > avg_loss_feat: 6.708090965564434 (-0.07969120832590004) | > avg_loss_mel: 17.68143668541542 (+0.7373959101163479) | > avg_loss_duration: 2.3342944750419035 (+0.0009830364814176207) | > avg_loss_1: 31.953047825739933 (+0.6114492416381836)  > EPOCH: 680/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:14:18)   --> TIME: 2024-06-11 21:14:28 -- STEP: 24/330 -- GLOBAL_STEP: 312425 | > loss_disc: 2.421032190322876 (2.3217064440250397) | > loss_disc_real_0: 0.11065681278705597 (0.105138814697663) | > loss_disc_real_1: 0.20598281919956207 (0.20057918379704157) | > loss_disc_real_2: 0.2392568439245224 (0.21060161292552948) | > loss_disc_real_3: 0.23936809599399567 (0.22564049623906612) | > loss_disc_real_4: 0.2490619421005249 (0.2277446612715721) | > loss_disc_real_5: 0.26775941252708435 (0.21969418165584406) | > loss_0: 2.421032190322876 (2.3217064440250397) | > grad_norm_0: tensor(10.7387, device='cuda:0') (tensor(11.4009, device='cuda:0')) | > loss_gen: 2.510260820388794 (2.502874821424484) | > loss_kl: 1.847178339958191 (1.883967364827792) | > loss_feat: 7.171194553375244 (7.050824721654256) | > loss_mel: 17.402847290039062 (17.76679984728495) | > loss_duration: 1.948976993560791 (2.0476500391960144) | > loss_1: 30.880456924438477 (31.252116680145264) | > grad_norm_1: tensor(171.5958, device='cuda:0') (tensor(130.7263, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3622 (0.357093224922816) | > loader_time: 0.003 (0.0032250583171844482)  --> TIME: 2024-06-11 21:14:37 -- STEP: 49/330 -- GLOBAL_STEP: 312450 | > loss_disc: 2.336343765258789 (2.355928455080305) | > loss_disc_real_0: 0.09517224878072739 (0.10923248179713074) | > loss_disc_real_1: 0.2414836287498474 (0.20033859415930144) | > loss_disc_real_2: 0.20386485755443573 (0.21267794285501754) | > loss_disc_real_3: 0.22716964781284332 (0.22656368449026223) | > loss_disc_real_4: 0.20491129159927368 (0.23057465893881662) | > loss_disc_real_5: 0.19552746415138245 (0.2219460138252803) | > loss_0: 2.336343765258789 (2.355928455080305) | > grad_norm_0: tensor(7.3879, device='cuda:0') (tensor(10.3168, device='cuda:0')) | > loss_gen: 2.488764524459839 (2.4826238544619814) | > loss_kl: 2.022404193878174 (1.9224526638887367) | > loss_feat: 7.174561023712158 (6.955931040705467) | > loss_mel: 16.934432983398438 (17.614077743218875) | > loss_duration: 1.9561793804168701 (2.011407056633306) | > loss_1: 30.576339721679688 (30.98649231268435) | > grad_norm_1: tensor(76.1005, device='cuda:0') (tensor(114.8906, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3725 (0.36082901760023467) | > loader_time: 0.0034 (0.003522590715057996)  --> TIME: 2024-06-11 21:14:46 -- STEP: 74/330 -- GLOBAL_STEP: 312475 | > loss_disc: 2.3044071197509766 (2.3620704315804146) | > loss_disc_real_0: 0.10025448352098465 (0.1103907738988464) | > loss_disc_real_1: 0.17925375699996948 (0.199350268051431) | > loss_disc_real_2: 0.2043018788099289 (0.2116169651617875) | > loss_disc_real_3: 0.21512502431869507 (0.22816780914325968) | > loss_disc_real_4: 0.24774189293384552 (0.22914544009679072) | > loss_disc_real_5: 0.21030013263225555 (0.22292124600829305) | > loss_0: 2.3044071197509766 (2.3620704315804146) | > grad_norm_0: tensor(11.7583, device='cuda:0') (tensor(10.6067, device='cuda:0')) | > loss_gen: 2.575986385345459 (2.484244610812213) | > loss_kl: 2.1232197284698486 (1.953662582345911) | > loss_feat: 6.878689289093018 (7.055679050651756) | > loss_mel: 17.40696144104004 (17.5897053641242) | > loss_duration: 1.9238989353179932 (1.998861836420523) | > loss_1: 30.908756256103516 (31.08215347496239) | > grad_norm_1: tensor(116.8386, device='cuda:0') (tensor(117.1171, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3656 (0.36110290643331167) | > loader_time: 0.0037 (0.00358317671595393)  --> TIME: 2024-06-11 21:14:56 -- STEP: 99/330 -- GLOBAL_STEP: 312500 | > loss_disc: 2.467881202697754 (2.3628941834575006) | > loss_disc_real_0: 0.1202591210603714 (0.11114626949784731) | > loss_disc_real_1: 0.16476202011108398 (0.1993998174715524) | > loss_disc_real_2: 0.1817806512117386 (0.21294610157157434) | > loss_disc_real_3: 0.23505552113056183 (0.22773501081298092) | > loss_disc_real_4: 0.24832963943481445 (0.23005123481605994) | > loss_disc_real_5: 0.26383092999458313 (0.2231112557529199) | > loss_0: 2.467881202697754 (2.3628941834575006) | > grad_norm_0: tensor(7.8566, device='cuda:0') (tensor(10.0818, device='cuda:0')) | > loss_gen: 2.356523036956787 (2.483866734938186) | > loss_kl: 1.969852089881897 (1.9738770566805444) | > loss_feat: 6.664254188537598 (7.009687876460528) | > loss_mel: 17.62058448791504 (17.465819888644752) | > loss_duration: 1.998498797416687 (1.998011962331907) | > loss_1: 30.60971450805664 (30.931263567221286) | > grad_norm_1: tensor(82.0349, device='cuda:0') (tensor(113.4662, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3592 (0.36080628934532705) | > loader_time: 0.0036 (0.0036486013971193873) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_312500.pth  --> TIME: 2024-06-11 21:15:10 -- STEP: 124/330 -- GLOBAL_STEP: 312525 | > loss_disc: 2.302244186401367 (2.365589303355064) | > loss_disc_real_0: 0.11674301326274872 (0.11207957343468743) | > loss_disc_real_1: 0.17831988632678986 (0.19818097593322878) | > loss_disc_real_2: 0.24723438918590546 (0.2127192915687638) | > loss_disc_real_3: 0.21110844612121582 (0.22940088784502397) | > loss_disc_real_4: 0.21562355756759644 (0.23136989604080876) | > loss_disc_real_5: 0.20955593883991241 (0.223373482184064) | > loss_0: 2.302244186401367 (2.365589303355064) | > grad_norm_0: tensor(9.4593, device='cuda:0') (tensor(9.7159, device='cuda:0')) | > loss_gen: 2.5868680477142334 (2.4804563330065803) | > loss_kl: 1.94622004032135 (1.9855604902390511) | > loss_feat: 6.953740119934082 (7.009002920119993) | > loss_mel: 17.713361740112305 (17.46065472018335) | > loss_duration: 2.008995771408081 (2.0015277208820477) | > loss_1: 31.209186553955078 (30.93720216135825) | > grad_norm_1: tensor(51.9328, device='cuda:0') (tensor(116.2075, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3586 (0.3654873697988449) | > loader_time: 0.004 (0.003717718585844963)  --> TIME: 2024-06-11 21:15:20 -- STEP: 149/330 -- GLOBAL_STEP: 312550 | > loss_disc: 2.2901713848114014 (2.3660597321171095) | > loss_disc_real_0: 0.10551714897155762 (0.112125131957883) | > loss_disc_real_1: 0.22197529673576355 (0.19825670513130675) | > loss_disc_real_2: 0.19117508828639984 (0.21307121637283555) | > loss_disc_real_3: 0.24927768111228943 (0.22990442292402255) | > loss_disc_real_4: 0.22611786425113678 (0.2307762287607129) | > loss_disc_real_5: 0.21934910118579865 (0.2234160010046607) | > loss_0: 2.2901713848114014 (2.3660597321171095) | > grad_norm_0: tensor(35.8415, device='cuda:0') (tensor(12.4037, device='cuda:0')) | > loss_gen: 2.521329402923584 (2.4808296469233966) | > loss_kl: 2.004241466522217 (1.9915200279863088) | > loss_feat: 6.220510482788086 (6.997039855726613) | > loss_mel: 17.47808074951172 (17.432280777284767) | > loss_duration: 2.0393176078796387 (2.0053212226637274) | > loss_1: 30.26348114013672 (30.90699152338425) | > grad_norm_1: tensor(309.0750, device='cuda:0') (tensor(146.7999, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3876 (0.36915771273158543) | > loader_time: 0.0047 (0.0038122714765919936)  --> TIME: 2024-06-11 21:15:30 -- STEP: 174/330 -- GLOBAL_STEP: 312575 | > loss_disc: 2.3905234336853027 (2.366363611714593) | > loss_disc_real_0: 0.0769757330417633 (0.11269022520074899) | > loss_disc_real_1: 0.16648265719413757 (0.1980305488767295) | > loss_disc_real_2: 0.2556631863117218 (0.2129356756635096) | > loss_disc_real_3: 0.2283255159854889 (0.22971886327896995) | > loss_disc_real_4: 0.21606718003749847 (0.23123059627310982) | > loss_disc_real_5: 0.21250887215137482 (0.22371762836801595) | > loss_0: 2.3905234336853027 (2.366363611714593) | > grad_norm_0: tensor(28.4863, device='cuda:0') (tensor(15.5904, device='cuda:0')) | > loss_gen: 2.3607397079467773 (2.489520235993395) | > loss_kl: 2.0313987731933594 (1.9969836747509309) | > loss_feat: 6.6273064613342285 (7.00516520697495) | > loss_mel: 16.934825897216797 (17.423170440498435) | > loss_duration: 2.1157970428466797 (2.010906529152531) | > loss_1: 30.070066452026367 (30.925746062706256) | > grad_norm_1: tensor(389.1665, device='cuda:0') (tensor(182.4131, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3908 (0.37298013835117716) | > loader_time: 0.0047 (0.003928283165241108)  --> TIME: 2024-06-11 21:15:40 -- STEP: 199/330 -- GLOBAL_STEP: 312600 | > loss_disc: 2.3817756175994873 (2.3650523657774807) | > loss_disc_real_0: 0.1163405030965805 (0.11309478701508824) | > loss_disc_real_1: 0.24111099541187286 (0.19789015385673273) | > loss_disc_real_2: 0.2482362538576126 (0.2129351293022309) | > loss_disc_real_3: 0.22128459811210632 (0.23005322340744824) | > loss_disc_real_4: 0.2515745460987091 (0.23089681251264696) | > loss_disc_real_5: 0.21632207930088043 (0.2226513011671191) | > loss_0: 2.3817756175994873 (2.3650523657774807) | > grad_norm_0: tensor(36.3616, device='cuda:0') (tensor(18.0821, device='cuda:0')) | > loss_gen: 2.5680553913116455 (2.4973756140799948) | > loss_kl: 1.956621766090393 (2.000409583949563) | > loss_feat: 6.769148826599121 (7.0112152866382695) | > loss_mel: 17.051485061645508 (17.403907890894907) | > loss_duration: 2.1231932640075684 (2.018963769452655) | > loss_1: 30.468505859375 (30.931872085111227) | > grad_norm_1: tensor(497.3542, device='cuda:0') (tensor(211.1825, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.4115 (0.3773294094219877) | > loader_time: 0.0052 (0.004031431734861438)  --> TIME: 2024-06-11 21:15:51 -- STEP: 224/330 -- GLOBAL_STEP: 312625 | > loss_disc: 2.3688478469848633 (2.3673240169882774) | > loss_disc_real_0: 0.16465583443641663 (0.11481882689986378) | > loss_disc_real_1: 0.17370009422302246 (0.19783097658572452) | > loss_disc_real_2: 0.1835794299840927 (0.21294473510767734) | > loss_disc_real_3: 0.2197117954492569 (0.230150549672544) | > loss_disc_real_4: 0.19168312847614288 (0.23143357058454836) | > loss_disc_real_5: 0.20407916605472565 (0.22263522938426053) | > loss_0: 2.3688478469848633 (2.3673240169882774) | > grad_norm_0: tensor(14.5694, device='cuda:0') (tensor(20.9221, device='cuda:0')) | > loss_gen: 2.4944849014282227 (2.4972257167100875) | > loss_kl: 2.166576385498047 (2.006003728934697) | > loss_feat: 7.325180530548096 (7.008476923618998) | > loss_mel: 17.521408081054688 (17.38617191995893) | > loss_duration: 2.130728006362915 (2.0263569216643056) | > loss_1: 31.638376235961914 (30.924235139574325) | > grad_norm_1: tensor(349.3891, device='cuda:0') (tensor(236.8307, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.3984 (0.3808625691703386) | > loader_time: 0.0052 (0.0041581136839730385)  --> TIME: 2024-06-11 21:16:02 -- STEP: 249/330 -- GLOBAL_STEP: 312650 | > loss_disc: 2.402927875518799 (2.367511266685394) | > loss_disc_real_0: 0.0678626298904419 (0.11610943397664163) | > loss_disc_real_1: 0.17444679141044617 (0.19773012387704658) | > loss_disc_real_2: 0.18731403350830078 (0.21297177965621872) | > loss_disc_real_3: 0.2328590452671051 (0.22964161251443457) | > loss_disc_real_4: 0.26011940836906433 (0.23157471663741222) | > loss_disc_real_5: 0.2297443002462387 (0.2226394226991508) | > loss_0: 2.402927875518799 (2.367511266685394) | > grad_norm_0: tensor(33.9273, device='cuda:0') (tensor(23.7387, device='cuda:0')) | > loss_gen: 2.443985939025879 (2.5020267609132794) | > loss_kl: 2.138960599899292 (2.0096713208769237) | > loss_feat: 6.934167861938477 (7.01950940549613) | > loss_mel: 17.24803352355957 (17.34594004987234) | > loss_duration: 2.102095365524292 (2.0348861887751806) | > loss_1: 30.86724281311035 (30.912033663217322) | > grad_norm_1: tensor(513.4501, device='cuda:0') (tensor(255.4473, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.4185 (0.3845810612521496) | > loader_time: 0.0053 (0.004263915211321359)  --> TIME: 2024-06-11 21:16:13 -- STEP: 274/330 -- GLOBAL_STEP: 312675 | > loss_disc: 2.352691650390625 (2.369327698310797) | > loss_disc_real_0: 0.14705929160118103 (0.1174879534591506) | > loss_disc_real_1: 0.23691780865192413 (0.19769908607441142) | > loss_disc_real_2: 0.23267586529254913 (0.21295242598892128) | > loss_disc_real_3: 0.23997250199317932 (0.23006966769912818) | > loss_disc_real_4: 0.27072691917419434 (0.2316860682772894) | > loss_disc_real_5: 0.25203725695610046 (0.2227876590986321) | > loss_0: 2.352691650390625 (2.369327698310797) | > grad_norm_0: tensor(42.9841, device='cuda:0') (tensor(24.7042, device='cuda:0')) | > loss_gen: 2.616032361984253 (2.4963468600363603) | > loss_kl: 2.1291863918304443 (2.013336507073285) | > loss_feat: 6.775861740112305 (6.997853246048418) | > loss_mel: 16.31932258605957 (17.286533916083567) | > loss_duration: 2.1248302459716797 (2.043503443690111) | > loss_1: 29.965232849121094 (30.837573907671185) | > grad_norm_1: tensor(490.8975, device='cuda:0') (tensor(266.9017, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.4354 (0.389064989820884) | > loader_time: 0.0057 (0.004387471797692514)  --> TIME: 2024-06-11 21:16:25 -- STEP: 299/330 -- GLOBAL_STEP: 312700 | > loss_disc: 2.447021245956421 (2.372065997841366) | > loss_disc_real_0: 0.09937365353107452 (0.11818143308013179) | > loss_disc_real_1: 0.17660918831825256 (0.19785044225163276) | > loss_disc_real_2: 0.2201361209154129 (0.21311019665022757) | > loss_disc_real_3: 0.26115894317626953 (0.2303169187295397) | > loss_disc_real_4: 0.23838506639003754 (0.23194345368390099) | > loss_disc_real_5: 0.21783697605133057 (0.2229636438116182) | > loss_0: 2.447021245956421 (2.372065997841366) | > grad_norm_0: tensor(35.1683, device='cuda:0') (tensor(25.0322, device='cuda:0')) | > loss_gen: 2.3458940982818604 (2.489564668374713) | > loss_kl: 2.1061956882476807 (2.0169974103021784) | > loss_feat: 6.349506855010986 (6.991333817957237) | > loss_mel: 16.64231300354004 (17.245858690013055) | > loss_duration: 2.216732978820801 (2.0540324429604513) | > loss_1: 29.660640716552734 (30.797786980568365) | > grad_norm_1: tensor(269.0509, device='cuda:0') (tensor(275.6064, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.4831 (0.3957654138073871) | > loader_time: 0.0067 (0.004566398352683585)  --> TIME: 2024-06-11 21:16:39 -- STEP: 324/330 -- GLOBAL_STEP: 312725 | > loss_disc: 2.73513126373291 (2.3742922375231617) | > loss_disc_real_0: 0.15383154153823853 (0.11925211168227741) | > loss_disc_real_1: 0.283670574426651 (0.19834134203416318) | > loss_disc_real_2: 0.20256313681602478 (0.2127697736852699) | > loss_disc_real_3: 0.24885153770446777 (0.23029779941763406) | > loss_disc_real_4: 0.3020515441894531 (0.2320777942644961) | > loss_disc_real_5: 0.25664761662483215 (0.2232674593910759) | > loss_0: 2.73513126373291 (2.3742922375231617) | > grad_norm_0: tensor(10.8213, device='cuda:0') (tensor(25.0915, device='cuda:0')) | > loss_gen: 2.567598342895508 (2.4862398512569452) | > loss_kl: 2.2464358806610107 (2.024883761450097) | > loss_feat: 8.706934928894043 (7.0470672639799705) | > loss_mel: 16.80756187438965 (17.19378474612294) | > loss_duration: 2.2621707916259766 (2.068410312687909) | > loss_1: 32.590702056884766 (30.820385879940456) | > grad_norm_1: tensor(178.6607, device='cuda:0') (tensor(279.0096, device='cuda:0')) | > current_lr_0: 0.00018370148088224286 | > current_lr_1: 0.00018370148088224286 | > step_time: 0.5779 (0.407178712479862) | > loader_time: 0.0087 (0.00481538419370298)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.444554328918457 (2.444554328918457) | > loss_disc_real_0: 0.21843662858009338 (0.21843662858009338) | > loss_disc_real_1: 0.2247818261384964 (0.2247818261384964) | > loss_disc_real_2: 0.1871735155582428 (0.1871735155582428) | > loss_disc_real_3: 0.22218047082424164 (0.22218047082424164) | > loss_disc_real_4: 0.2121049016714096 (0.2121049016714096) | > loss_disc_real_5: 0.1903582215309143 (0.1903582215309143) | > loss_0: 2.444554328918457 (2.444554328918457) | > loss_gen: 2.3672072887420654 (2.3672072887420654) | > loss_kl: 2.2354109287261963 (2.2354109287261963) | > loss_feat: 5.6001667976379395 (5.6001667976379395) | > loss_mel: 16.379135131835938 (16.379135131835938) | > loss_duration: 3.0817642211914062 (3.0817642211914062) | > loss_1: 29.663684844970703 (29.663684844970703)  --> STEP: 1 | > loss_disc: 2.3285839557647705 (2.3285839557647705) | > loss_disc_real_0: 0.14795821905136108 (0.14795821905136108) | > loss_disc_real_1: 0.1651068925857544 (0.1651068925857544) | > loss_disc_real_2: 0.15461687743663788 (0.15461687743663788) | > loss_disc_real_3: 0.18415026366710663 (0.18415026366710663) | > loss_disc_real_4: 0.20680764317512512 (0.20680764317512512) | > loss_disc_real_5: 0.22594118118286133 (0.22594118118286133) | > loss_0: 2.3285839557647705 (2.3285839557647705) | > loss_gen: 2.2722408771514893 (2.2722408771514893) | > loss_kl: 2.311211109161377 (2.311211109161377) | > loss_feat: 5.710262298583984 (5.710262298583984) | > loss_mel: 16.58529281616211 (16.58529281616211) | > loss_duration: 2.4164552688598633 (2.4164552688598633) | > loss_1: 29.29546356201172 (29.29546356201172)  --> STEP: 2 | > loss_disc: 2.31272029876709 (2.32065212726593) | > loss_disc_real_0: 0.11701510101556778 (0.13248666003346443) | > loss_disc_real_1: 0.20762762427330017 (0.18636725842952728) | > loss_disc_real_2: 0.24509404599666595 (0.19985546171665192) | > loss_disc_real_3: 0.21444186568260193 (0.19929606467485428) | > loss_disc_real_4: 0.19969138503074646 (0.2032495141029358) | > loss_disc_real_5: 0.195473775267601 (0.21070747822523117) | > loss_0: 2.31272029876709 (2.32065212726593) | > loss_gen: 2.3140509128570557 (2.2931458950042725) | > loss_kl: 2.874244213104248 (2.5927276611328125) | > loss_feat: 5.624790191650391 (5.6675262451171875) | > loss_mel: 18.3824405670166 (17.483866691589355) | > loss_duration: 2.47270131111145 (2.4445782899856567) | > loss_1: 31.668228149414062 (30.48184585571289)  --> STEP: 3 | > loss_disc: 2.4722824096679688 (2.3711955547332764) | > loss_disc_real_0: 0.18543195724487305 (0.1501350924372673) | > loss_disc_real_1: 0.1791650950908661 (0.18396653731664023) | > loss_disc_real_2: 0.20706726610660553 (0.20225939651330313) | > loss_disc_real_3: 0.29605138301849365 (0.2315478374560674) | > loss_disc_real_4: 0.22546471655368805 (0.21065458158651987) | > loss_disc_real_5: 0.24528291821479797 (0.2222326248884201) | > loss_0: 2.4722824096679688 (2.3711955547332764) | > loss_gen: 2.4112069606781006 (2.3324995835622153) | > loss_kl: 2.6614644527435303 (2.6156399250030518) | > loss_feat: 5.746633052825928 (5.693895181020101) | > loss_mel: 16.305635452270508 (17.09112294514974) | > loss_duration: 2.3325064182281494 (2.407220999399821) | > loss_1: 29.457447052001953 (30.140379587809246)  --> STEP: 4 | > loss_disc: 2.358988046646118 (2.368143677711487) | > loss_disc_real_0: 0.2444078028202057 (0.1737032700330019) | > loss_disc_real_1: 0.15719982981681824 (0.17727486044168472) | > loss_disc_real_2: 0.1747761219739914 (0.1953885778784752) | > loss_disc_real_3: 0.21430079638957977 (0.2272360771894455) | > loss_disc_real_4: 0.17924383282661438 (0.2028018943965435) | > loss_disc_real_5: 0.16160638630390167 (0.2070760652422905) | > loss_0: 2.358988046646118 (2.368143677711487) | > loss_gen: 2.428112268447876 (2.3564027547836304) | > loss_kl: 3.493434429168701 (2.835088551044464) | > loss_feat: 7.501528739929199 (6.1458035707473755) | > loss_mel: 18.819541931152344 (17.52322769165039) | > loss_duration: 2.275705575942993 (2.374342143535614) | > loss_1: 34.51832580566406 (31.23486614227295)  --> STEP: 5 | > loss_disc: 2.3712596893310547 (2.3687668800354005) | > loss_disc_real_0: 0.16558898985385895 (0.1720804139971733) | > loss_disc_real_1: 0.197428360581398 (0.18130556046962737) | > loss_disc_real_2: 0.2544240355491638 (0.20719566941261292) | > loss_disc_real_3: 0.2485029399394989 (0.23148944973945618) | > loss_disc_real_4: 0.2210526317358017 (0.20645204186439514) | > loss_disc_real_5: 0.19473692774772644 (0.2046082377433777) | > loss_0: 2.3712596893310547 (2.3687668800354005) | > loss_gen: 2.359248161315918 (2.356971836090088) | > loss_kl: 2.8816323280334473 (2.8443973064422607) | > loss_feat: 4.806908130645752 (5.878024482727051) | > loss_mel: 17.76259994506836 (17.571102142333984) | > loss_duration: 2.376882553100586 (2.3748502254486086) | > loss_1: 30.187273025512695 (31.0253475189209)  --> STEP: 6 | > loss_disc: 2.3677573204040527 (2.3685986200968423) | > loss_disc_real_0: 0.10683402419090271 (0.16120601569612822) | > loss_disc_real_1: 0.18699699640274048 (0.18225413312514624) | > loss_disc_real_2: 0.20913517475128174 (0.20751892030239105) | > loss_disc_real_3: 0.22098149359226227 (0.22973812371492386) | > loss_disc_real_4: 0.23232685029506683 (0.21076450993617377) | > loss_disc_real_5: 0.21471521258354187 (0.20629273355007172) | > loss_0: 2.3677573204040527 (2.3685986200968423) | > loss_gen: 2.450967311859131 (2.3726377487182617) | > loss_kl: 3.0112144947052 (2.8722001711527505) | > loss_feat: 7.075078010559082 (6.07753340403239) | > loss_mel: 18.168704986572266 (17.6707026163737) | > loss_duration: 2.170414686203003 (2.340777635574341) | > loss_1: 32.876380920410156 (31.333853085835774)  --> STEP: 7 | > loss_disc: 2.281559944152832 (2.3561645235334123) | > loss_disc_real_0: 0.17576372623443604 (0.16328568863017218) | > loss_disc_real_1: 0.17002712190151215 (0.18050741723605565) | > loss_disc_real_2: 0.21395348012447357 (0.20843814313411713) | > loss_disc_real_3: 0.21489545702934265 (0.22761774275984084) | > loss_disc_real_4: 0.167205348610878 (0.20454177260398865) | > loss_disc_real_5: 0.1747133433818817 (0.20178139209747314) | > loss_0: 2.281559944152832 (2.3561645235334123) | > loss_gen: 2.380528211593628 (2.3737649577004567) | > loss_kl: 4.1380510330200195 (3.0530360085623607) | > loss_feat: 7.459383010864258 (6.274940490722656) | > loss_mel: 18.47738265991211 (17.78594262259347) | > loss_duration: 2.509706735610962 (2.364910364151001) | > loss_1: 34.96505355834961 (31.852596010480607)  --> STEP: 8 | > loss_disc: 2.641284942626953 (2.391804575920105) | > loss_disc_real_0: 0.3011552393436432 (0.18051938246935606) | > loss_disc_real_1: 0.21575585007667542 (0.18491347134113312) | > loss_disc_real_2: 0.16730570793151855 (0.2032965887337923) | > loss_disc_real_3: 0.2298617660999298 (0.22789824567735195) | > loss_disc_real_4: 0.14723049104213715 (0.1973778624087572) | > loss_disc_real_5: 0.17018914222717285 (0.1978323608636856) | > loss_0: 2.641284942626953 (2.391804575920105) | > loss_gen: 2.2398264408111572 (2.3570226430892944) | > loss_kl: 2.9883487224578857 (3.044950097799301) | > loss_feat: 10.254563331604004 (6.772393345832825) | > loss_mel: 16.821022033691406 (17.665327548980713) | > loss_duration: 2.215433120727539 (2.3462257087230682) | > loss_1: 34.519195556640625 (32.18592095375061)  --> STEP: 9 | > loss_disc: 2.6655428409576416 (2.4222199387020535) | > loss_disc_real_0: 0.21440434455871582 (0.1842843782570627) | > loss_disc_real_1: 0.1999465674161911 (0.18658381534947288) | > loss_disc_real_2: 0.2215023934841156 (0.20531945592827267) | > loss_disc_real_3: 0.2545965313911438 (0.23086472186777326) | > loss_disc_real_4: 0.22939464449882507 (0.20093528264098698) | > loss_disc_real_5: 0.2542257010936737 (0.2040982875559065) | > loss_0: 2.6655428409576416 (2.4222199387020535) | > loss_gen: 2.4046037197113037 (2.3623094293806286) | > loss_kl: 2.4257118701934814 (2.9761458502875433) | > loss_feat: 7.528432369232178 (6.8563976817660865) | > loss_mel: 16.562519073486328 (17.54279327392578) | > loss_duration: 2.1333484649658203 (2.3225726816389294) | > loss_1: 31.054615020751953 (32.060220294528534)  --> STEP: 10 | > loss_disc: 2.552433967590332 (2.4352413415908813) | > loss_disc_real_0: 0.16859641671180725 (0.18271558210253716) | > loss_disc_real_1: 0.20285531878471375 (0.18821096569299697) | > loss_disc_real_2: 0.2696245610713959 (0.21174996644258498) | > loss_disc_real_3: 0.21842938661575317 (0.22962118834257125) | > loss_disc_real_4: 0.19394536316394806 (0.20023629069328308) | > loss_disc_real_5: 0.2925703227519989 (0.21294549107551575) | > loss_0: 2.552433967590332 (2.4352413415908813) | > loss_gen: 2.476315975189209 (2.3737100839614866) | > loss_kl: 2.954110622406006 (2.9739423274993895) | > loss_feat: 7.4942708015441895 (6.920184993743897) | > loss_mel: 18.18380355834961 (17.606894302368165) | > loss_duration: 2.3143956661224365 (2.32175498008728) | > loss_1: 33.42289733886719 (32.196487998962404)  --> STEP: 11 | > loss_disc: 2.556455135345459 (2.446260777386752) | > loss_disc_real_0: 0.24530981481075287 (0.18840596689419312) | > loss_disc_real_1: 0.2005791813135147 (0.18933534893122586) | > loss_disc_real_2: 0.19069215655326843 (0.20983562008901077) | > loss_disc_real_3: 0.2358241230249405 (0.23018509149551392) | > loss_disc_real_4: 0.2786213159561157 (0.20736220208081332) | > loss_disc_real_5: 0.31241363286972046 (0.22198804942044345) | > loss_0: 2.556455135345459 (2.446260777386752) | > loss_gen: 2.6142189502716064 (2.395574526353316) | > loss_kl: 3.4717214107513428 (3.0191949714313853) | > loss_feat: 6.115742206573486 (6.847053831273859) | > loss_mel: 17.044687271118164 (17.555784572254527) | > loss_duration: 2.5115599632263184 (2.3390099785544654) | > loss_1: 31.757930755615234 (32.15661915865812)  --> STEP: 12 | > loss_disc: 2.569185972213745 (2.456504543622335) | > loss_disc_real_0: 0.1547895073890686 (0.18560459526876608) | > loss_disc_real_1: 0.2244114726781845 (0.19225835924347243) | > loss_disc_real_2: 0.1827162653207779 (0.20757567385832468) | > loss_disc_real_3: 0.21244284510612488 (0.22870657096306482) | > loss_disc_real_4: 0.1774805337190628 (0.20487206305066744) | > loss_disc_real_5: 0.18248827755451202 (0.21869640176494917) | > loss_0: 2.569185972213745 (2.456504543622335) | > loss_gen: 2.0826196670532227 (2.3694949547449746) | > loss_kl: 3.088447332382202 (3.02496600151062) | > loss_feat: 6.622514247894287 (6.8283421993255615) | > loss_mel: 17.576257705688477 (17.557490666707356) | > loss_duration: 2.2574470043182373 (2.3322130640347796) | > loss_1: 31.62728500366211 (32.11250797907511)  --> STEP: 13 | > loss_disc: 2.399808406829834 (2.452143302330604) | > loss_disc_real_0: 0.1797766387462616 (0.18515629092088112) | > loss_disc_real_1: 0.17566311359405518 (0.19098180188582495) | > loss_disc_real_2: 0.24131491780281067 (0.21017100031559283) | > loss_disc_real_3: 0.2745015621185303 (0.23222926259040833) | > loss_disc_real_4: 0.23644722998142242 (0.2073009220453409) | > loss_disc_real_5: 0.18915706872940063 (0.21642414537759927) | > loss_0: 2.399808406829834 (2.452143302330604) | > loss_gen: 2.4867496490478516 (2.3785145466144266) | > loss_kl: 3.4565367698669434 (3.058163752922645) | > loss_feat: 6.451403617858887 (6.799346923828125) | > loss_mel: 16.049152374267578 (17.44146464421199) | > loss_duration: 2.2227814197540283 (2.3237952452439528) | > loss_1: 30.666624069213867 (32.00128613985502)  --> STEP: 14 | > loss_disc: 2.384096622467041 (2.4472828251974925) | > loss_disc_real_0: 0.22557532787322998 (0.18804336498890603) | > loss_disc_real_1: 0.20905332267284393 (0.19227262479918344) | > loss_disc_real_2: 0.17912879586219788 (0.2079536999974932) | > loss_disc_real_3: 0.24804510176181793 (0.23335896538836615) | > loss_disc_real_4: 0.18725593388080597 (0.20586913717644556) | > loss_disc_real_5: 0.1629181206226349 (0.2126022864665304) | > loss_0: 2.384096622467041 (2.4472828251974925) | > loss_gen: 2.461310625076294 (2.384428552218846) | > loss_kl: 3.6875357627868652 (3.103118896484375) | > loss_feat: 6.855132102966309 (6.803331579480853) | > loss_mel: 18.763671875 (17.535908017839706) | > loss_duration: 2.412698268890381 (2.330145461218698) | > loss_1: 34.18034744262695 (32.1569333757673)  --> STEP: 15 | > loss_disc: 2.3605880737304688 (2.4415031750996907) | > loss_disc_real_0: 0.22933244705200195 (0.1907959704597791) | > loss_disc_real_1: 0.21123243868350983 (0.19353661239147185) | > loss_disc_real_2: 0.18758857250213623 (0.20659602483113607) | > loss_disc_real_3: 0.22763364017009735 (0.23297727704048157) | > loss_disc_real_4: 0.1727401614189148 (0.20366053879261017) | > loss_disc_real_5: 0.14529435336589813 (0.20811509092648825) | > loss_0: 2.3605880737304688 (2.4415031750996907) | > loss_gen: 2.6373472213745117 (2.4012897968292237) | > loss_kl: 3.8874154090881348 (3.155405330657959) | > loss_feat: 8.05846881866455 (6.887007395426433) | > loss_mel: 16.325193405151367 (17.455193710327148) | > loss_duration: 2.388288974761963 (2.3340216954549153) | > loss_1: 33.296714782714844 (32.23291880289714)  --> STEP: 16 | > loss_disc: 2.743483543395996 (2.46037694811821) | > loss_disc_real_0: 0.396891713142395 (0.2036769543774426) | > loss_disc_real_1: 0.2588234841823578 (0.19761704187840223) | > loss_disc_real_2: 0.24203284084796906 (0.20881082583218813) | > loss_disc_real_3: 0.2625676095485687 (0.23482667282223701) | > loss_disc_real_4: 0.20030464231967926 (0.203450795263052) | > loss_disc_real_5: 0.1874462068080902 (0.20682328566908836) | > loss_0: 2.743483543395996 (2.46037694811821) | > loss_gen: 2.4485690593719482 (2.404244750738144) | > loss_kl: 2.790727376937866 (3.132612958550453) | > loss_feat: 7.070677757263184 (6.898486793041229) | > loss_mel: 16.819225311279297 (17.415445685386658) | > loss_duration: 2.4046683311462402 (2.338437110185623) | > loss_1: 31.53386688232422 (32.18922805786133)  --> STEP: 17 | > loss_disc: 2.195641040802002 (2.444804247687845) | > loss_disc_real_0: 0.16185128688812256 (0.20121662099571788) | > loss_disc_real_1: 0.2406897395849228 (0.2001507299787858) | > loss_disc_real_2: 0.2341611236333847 (0.21030201982049382) | > loss_disc_real_3: 0.2503047287464142 (0.2357371467001298) | > loss_disc_real_4: 0.2121778279542923 (0.2039641501272426) | > loss_disc_real_5: 0.2263772189617157 (0.2079735170392429) | > loss_0: 2.195641040802002 (2.444804247687845) | > loss_gen: 2.84780216217041 (2.430336363175336) | > loss_kl: 2.561049699783325 (3.098991590387681) | > loss_feat: 5.605254173278809 (6.822414285996381) | > loss_mel: 16.548900604248047 (17.36447244531968) | > loss_duration: 2.4594173431396484 (2.3455535944770363) | > loss_1: 30.022424697875977 (32.06176903668572)  --> STEP: 18 | > loss_disc: 2.863359212875366 (2.468057301309374) | > loss_disc_real_0: 0.13359753787517548 (0.19746000526679885) | > loss_disc_real_1: 0.1859070509672165 (0.19935941447814307) | > loss_disc_real_2: 0.23776938021183014 (0.21182798428667915) | > loss_disc_real_3: 0.21946462988853455 (0.2348331179883745) | > loss_disc_real_4: 0.2398073524236679 (0.20595543914371067) | > loss_disc_real_5: 0.2578272521495819 (0.2107431689898173) | > loss_0: 2.863359212875366 (2.468057301309374) | > loss_gen: 2.2855725288391113 (2.422293927934435) | > loss_kl: 2.8997039794921875 (3.0879200564490423) | > loss_feat: 9.444182395935059 (6.968068069881863) | > loss_mel: 18.883190155029297 (17.448845651414658) | > loss_duration: 2.227123498916626 (2.3389741447236805) | > loss_1: 35.73977279663086 (32.26610257890489)  --> STEP: 19 | > loss_disc: 2.547534704208374 (2.472240322514584) | > loss_disc_real_0: 0.18388378620147705 (0.19674546742125562) | > loss_disc_real_1: 0.2503793239593506 (0.20204467287189082) | > loss_disc_real_2: 0.26026996970176697 (0.21437756246642062) | > loss_disc_real_3: 0.24110527336597443 (0.23516323142930082) | > loss_disc_real_4: 0.21329393982887268 (0.20634167602187709) | > loss_disc_real_5: 0.18719807267189026 (0.20950395339413694) | > loss_0: 2.547534704208374 (2.472240322514584) | > loss_gen: 2.3306009769439697 (2.4174679831454626) | > loss_kl: 2.303175210952759 (3.0466176961597644) | > loss_feat: 6.018988609313965 (6.9181165193256575) | > loss_mel: 17.15387535095215 (17.433320898758737) | > loss_duration: 2.336144208908081 (2.3388252007333854) | > loss_1: 30.142784118652344 (32.154348975733704)  --> STEP: 20 | > loss_disc: 2.4863698482513428 (2.472946798801422) | > loss_disc_real_0: 0.1850128471851349 (0.1961588364094496) | > loss_disc_real_1: 0.2058413326740265 (0.2022345058619976) | > loss_disc_real_2: 0.26248353719711304 (0.21678286120295526) | > loss_disc_real_3: 0.21051372587680817 (0.2339307561516762) | > loss_disc_real_4: 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2.393707513809204 (2.423617340269543) | > loss_kl: 2.5605876445770264 (2.9983804793584916) | > loss_feat: 5.512908935546875 (6.879970505124047) | > loss_mel: 15.452155113220215 (17.374369984581357) | > loss_duration: 2.18304443359375 (2.329918770563035) | > loss_1: 28.10240364074707 (32.006257738385884)  --> STEP: 22 | > loss_disc: 2.5665407180786133 (2.458456884730946) | > loss_disc_real_0: 0.22121140360832214 (0.19261997904289851) | > loss_disc_real_1: 0.21532951295375824 (0.20127235217527908) | > loss_disc_real_2: 0.20072604715824127 (0.21283927830782803) | > loss_disc_real_3: 0.2051139920949936 (0.2307004461234266) | > loss_disc_real_4: 0.19521255791187286 (0.20674209703098645) | > loss_disc_real_5: 0.18120643496513367 (0.20728939026594162) | > loss_0: 2.5665407180786133 (2.458456884730946) | > loss_gen: 2.186251163482666 (2.412827968597412) | > loss_kl: 2.3330838680267334 (2.968139724297957) | > loss_feat: 7.433297634124756 (6.905121738260442) | > loss_mel: 18.730445861816406 (17.43600979718295) | > loss_duration: 2.2101950645446777 (2.324476783925837) | > loss_1: 32.893272399902344 (32.04657658663663)  --> STEP: 23 | > loss_disc: 2.210759162902832 (2.4476874185645063) | > loss_disc_real_0: 0.194803848862648 (0.19271492990462677) | > loss_disc_real_1: 0.11081165075302124 (0.19733927820039832) | > loss_disc_real_2: 0.1935780942440033 (0.21200183552244437) | > loss_disc_real_3: 0.18882182240486145 (0.22887963639653247) | > loss_disc_real_4: 0.22862248122692108 (0.2076934180829836) | > loss_disc_real_5: 0.22331728041172028 (0.20798625505488852) | > loss_0: 2.210759162902832 (2.4476874185645063) | > loss_gen: 2.606856107711792 (2.4212639746458633) | > loss_kl: 2.8778467178344727 (2.9642139414082402) | > loss_feat: 7.21485710144043 (6.9185884931813115) | > loss_mel: 16.758438110351562 (17.406550158625063) | > loss_duration: 2.28302001953125 (2.3226743159086807) | > loss_1: 31.741018295288086 (32.033291443534516)  --> STEP: 24 | > loss_disc: 2.2396912574768066 (2.4390209118525186) | > loss_disc_real_0: 0.10375247895717621 (0.18900816111514965) | > loss_disc_real_1: 0.1363082379102707 (0.19479631818830967) | > loss_disc_real_2: 0.17793510854244232 (0.21058238856494427) | > loss_disc_real_3: 0.22761721909046173 (0.22882703567544618) | > loss_disc_real_4: 0.2419246882200241 (0.20911972100536028) | > loss_disc_real_5: 0.21282747387886047 (0.20818797250588736) | > loss_0: 2.2396912574768066 (2.4390209118525186) | > loss_gen: 2.535576105117798 (2.426026980082194) | > loss_kl: 2.705000162124634 (2.9534133672714233) | > loss_feat: 7.295094966888428 (6.934276262919108) | > loss_mel: 18.45610809326172 (17.450281739234924) | > loss_duration: 2.445896625518799 (2.3278085788091025) | > loss_1: 33.43767547607422 (32.091807444890335)  --> STEP: 25 | > loss_disc: 2.8058485984802246 (2.453694019317627) | > loss_disc_real_0: 0.25175487995147705 (0.19151802986860275) | > loss_disc_real_1: 0.34756290912628174 (0.20090698182582856) | > loss_disc_real_2: 0.23116819560527802 (0.21140582084655762) | > loss_disc_real_3: 0.20737911760807037 (0.22796911895275115) | > loss_disc_real_4: 0.20546486973762512 (0.20897352695465088) | > loss_disc_real_5: 0.2630428373813629 (0.21038216710090638) | > loss_0: 2.8058485984802246 (2.453694019317627) | > loss_gen: 2.2618675231933594 (2.4194606018066405) | > loss_kl: 3.078489065170288 (2.958416395187378) | > loss_feat: 6.426581382751465 (6.913968467712403) | > loss_mel: 16.114774703979492 (17.396861457824706) | > loss_duration: 2.368177890777588 (2.3294233512878417) | > loss_1: 30.24989128112793 (32.01813079833984)  --> STEP: 26 | > loss_disc: 2.9293007850646973 (2.4719865872309756) | > loss_disc_real_0: 0.300861656665802 (0.19572355397618735) | > loss_disc_real_1: 0.23238340020179749 (0.20211761330182737) | > loss_disc_real_2: 0.307388573884964 (0.21509746519418863) | > loss_disc_real_3: 0.24273759126663208 (0.22853713711866966) | > loss_disc_real_4: 0.1899605542421341 (0.20824225877340025) | > loss_disc_real_5: 0.2087298035621643 (0.2103186146571086) | > loss_0: 2.9293007850646973 (2.4719865872309756) | > loss_gen: 1.9269540309906006 (2.400518041390639) | > loss_kl: 2.501072645187378 (2.9408262509566088) | > loss_feat: 8.004682540893555 (6.955919008988601) | > loss_mel: 11.333651542663574 (17.163661076472355) | > loss_duration: 2.3031458854675293 (2.328412679525522) | > loss_1: 26.069507598876953 (31.789337598360497) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022931924233069788 (-0.0001303324332604036) | > avg_loss_disc: 2.4719865872309756 (-0.036724163935734744) | > avg_loss_disc_real_0: 0.19572355397618735 (+0.029298771745883523) | > avg_loss_disc_real_1: 0.20211761330182737 (-0.017263739728010596) | > avg_loss_disc_real_2: 0.21509746519418863 (-0.010962968548903107) | > avg_loss_disc_real_3: 0.22853713711866966 (-0.019044920802116394) | > avg_loss_disc_real_4: 0.20824225877340025 (-0.013384504960133464) | > avg_loss_disc_real_5: 0.2103186146571086 (-0.02122441679239273) | > avg_loss_0: 2.4719865872309756 (-0.036724163935734744) | > avg_loss_gen: 2.400518041390639 (+0.08895299526361278) | > avg_loss_kl: 2.9408262509566088 (+0.023165831199059017) | > avg_loss_feat: 6.955919008988601 (+0.24782804342416664) | > avg_loss_mel: 17.163661076472355 (-0.5177756089430652) | > avg_loss_duration: 2.328412679525522 (-0.0058817955163812385) | > avg_loss_1: 31.789337598360497 (-0.1637102273794362)  > EPOCH: 681/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:17:01)   --> TIME: 2024-06-11 21:17:10 -- STEP: 19/330 -- GLOBAL_STEP: 312750 | > loss_disc: 2.335184097290039 (2.361500576922768) | > loss_disc_real_0: 0.0944824069738388 (0.1041884139964455) | > loss_disc_real_1: 0.2198454588651657 (0.22317446062439367) | > loss_disc_real_2: 0.24040940403938293 (0.21188839877906598) | > loss_disc_real_3: 0.23934340476989746 (0.2272007653587743) | > loss_disc_real_4: 0.2399638146162033 (0.22699661160770215) | > loss_disc_real_5: 0.23465634882450104 (0.22426320690857737) | > loss_0: 2.335184097290039 (2.361500576922768) | > grad_norm_0: tensor(7.1987, device='cuda:0') (tensor(8.6199, device='cuda:0')) | > loss_gen: 2.4729950428009033 (2.5026240599782845) | > loss_kl: 1.884717345237732 (1.9503557807520817) | > loss_feat: 7.547812461853027 (6.9818401085702995) | > loss_mel: 17.415908813476562 (17.74650081835295) | > loss_duration: 1.975003957748413 (2.0652216798380802) | > loss_1: 31.296438217163086 (31.246542478862562) | > grad_norm_1: tensor(76.2360, device='cuda:0') (tensor(83.5892, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.3702 (0.3702686962328459) | > loader_time: 0.003 (0.0030790881106728)  --> TIME: 2024-06-11 21:17:19 -- STEP: 44/330 -- GLOBAL_STEP: 312775 | > loss_disc: 2.403749704360962 (2.359739569100467) | > loss_disc_real_0: 0.1207350492477417 (0.10457554425705563) | > loss_disc_real_1: 0.17694413661956787 (0.2067989527501843) | > loss_disc_real_2: 0.24205300211906433 (0.21020480109886688) | > loss_disc_real_3: 0.230361208319664 (0.22852633927356114) | > loss_disc_real_4: 0.25190165638923645 (0.22995887899940665) | > loss_disc_real_5: 0.20617488026618958 (0.2213894660499963) | > loss_0: 2.403749704360962 (2.359739569100467) | > grad_norm_0: tensor(12.9409, device='cuda:0') (tensor(10.3567, device='cuda:0')) | > loss_gen: 2.4805614948272705 (2.483295727859844) | > loss_kl: 1.7476136684417725 (1.940187551758506) | > loss_feat: 6.977654933929443 (6.98907120661302) | > loss_mel: 17.246055603027344 (17.61553582278165) | > loss_duration: 1.920898199081421 (2.0144616826014086) | > loss_1: 30.372785568237305 (31.042551950974897) | > grad_norm_1: tensor(140.6231, device='cuda:0') (tensor(107.3293, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.3716 (0.3672101714394309) | > loader_time: 0.0031 (0.0032197995619340377)  --> TIME: 2024-06-11 21:17:29 -- STEP: 69/330 -- GLOBAL_STEP: 312800 | > loss_disc: 2.315675735473633 (2.3613240684288144) | > loss_disc_real_0: 0.08682796359062195 (0.1070301046837931) | > loss_disc_real_1: 0.17729288339614868 (0.20249798807544986) | > loss_disc_real_2: 0.22956979274749756 (0.21002626937368643) | > loss_disc_real_3: 0.2440396547317505 (0.22936581723068072) | > loss_disc_real_4: 0.22050048410892487 (0.23198111463284146) | > loss_disc_real_5: 0.22635729610919952 (0.2230176642753076) | > loss_0: 2.315675735473633 (2.3613240684288144) | > grad_norm_0: tensor(13.2540, device='cuda:0') (tensor(11.3705, device='cuda:0')) | > loss_gen: 2.562587261199951 (2.473878819009532) | > loss_kl: 1.9141706228256226 (1.9653569148934407) | > loss_feat: 6.909228324890137 (6.9696033519247305) | > loss_mel: 17.522306442260742 (17.541523753732882) | > loss_duration: 1.9441394805908203 (2.0002797392831333) | > loss_1: 30.852432250976562 (30.95064273778943) | > grad_norm_1: tensor(265.6974, device='cuda:0') (tensor(131.2782, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.3723 (0.3700268994206968) | > loader_time: 0.0038 (0.003478561622509058)  --> TIME: 2024-06-11 21:17:38 -- STEP: 94/330 -- GLOBAL_STEP: 312825 | > loss_disc: 2.363643169403076 (2.359993620121733) | > loss_disc_real_0: 0.14317944645881653 (0.10894167597623582) | > loss_disc_real_1: 0.19434158504009247 (0.20133343434080164) | > loss_disc_real_2: 0.2086361050605774 (0.21026005532513273) | > loss_disc_real_3: 0.24328912794589996 (0.2280162641025604) | > loss_disc_real_4: 0.26081299781799316 (0.23280778701635116) | > loss_disc_real_5: 0.220352441072464 (0.22289946770414393) | > loss_0: 2.363643169403076 (2.359993620121733) | > grad_norm_0: tensor(9.3212, device='cuda:0') (tensor(10.9040, device='cuda:0')) | > loss_gen: 2.6068146228790283 (2.4728341178691124) | > loss_kl: 1.9531915187835693 (1.969078263069721) | > loss_feat: 7.2563910484313965 (6.946378570921878) | > loss_mel: 18.370817184448242 (17.488195378729646) | > loss_duration: 2.0230298042297363 (1.9968370516249474) | > loss_1: 32.210243225097656 (30.873323440551758) | > grad_norm_1: tensor(85.5823, device='cuda:0') (tensor(124.2737, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.3639 (0.3716473249678916) | > loader_time: 0.0038 (0.0036443167544425803)  --> TIME: 2024-06-11 21:17:48 -- STEP: 119/330 -- GLOBAL_STEP: 312850 | > loss_disc: 2.3776705265045166 (2.3646348504459165) | > loss_disc_real_0: 0.15124143660068512 (0.11017653521369486) | > loss_disc_real_1: 0.16440093517303467 (0.2002972032593078) | > loss_disc_real_2: 0.1938173770904541 (0.21101661289439483) | > loss_disc_real_3: 0.20946061611175537 (0.23000906520530956) | > loss_disc_real_4: 0.2078562080860138 (0.23250856494703212) | > loss_disc_real_5: 0.23305059969425201 (0.2237525827744428) | > loss_0: 2.3776705265045166 (2.3646348504459165) | > grad_norm_0: tensor(23.4297, device='cuda:0') (tensor(11.2386, device='cuda:0')) | > loss_gen: 2.456303596496582 (2.4686516994187793) | > loss_kl: 2.1197738647460938 (1.9805542330781953) | > loss_feat: 7.175891399383545 (6.935472211917909) | > loss_mel: 17.707590103149414 (17.48401800524287) | > loss_duration: 1.9898042678833008 (1.9984741010585754) | > loss_1: 31.449363708496094 (30.867170237693465) | > grad_norm_1: tensor(186.1416, device='cuda:0') (tensor(131.6354, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.3615 (0.3732607184337969) | > loader_time: 0.0039 (0.003798635066056452)  --> TIME: 2024-06-11 21:17:58 -- STEP: 144/330 -- GLOBAL_STEP: 312875 | > loss_disc: 2.3564352989196777 (2.364133457342784) | > loss_disc_real_0: 0.11898934841156006 (0.11110334729568826) | > loss_disc_real_1: 0.1855088472366333 (0.19993826084666783) | > loss_disc_real_2: 0.1863676905632019 (0.21180399807376993) | > loss_disc_real_3: 0.2414107322692871 (0.22985641627262035) | > loss_disc_real_4: 0.24265091121196747 (0.23150663843585384) | > loss_disc_real_5: 0.2287238985300064 (0.22326877009537485) | > loss_0: 2.3564352989196777 (2.364133457342784) | > grad_norm_0: tensor(30.8371, device='cuda:0') (tensor(13.5461, device='cuda:0')) | > loss_gen: 2.494774580001831 (2.4727211793263737) | > loss_kl: 1.90707266330719 (1.9859655342168279) | > loss_feat: 7.162623405456543 (6.9618808925151825) | > loss_mel: 17.92052459716797 (17.498292777273388) | > loss_duration: 2.0024003982543945 (2.0036681451731257) | > loss_1: 31.487396240234375 (30.922528558307224) | > grad_norm_1: tensor(83.3498, device='cuda:0') (tensor(156.0188, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.4057 (0.37542440825038487) | > loader_time: 0.0053 (0.003923336664835613)  --> TIME: 2024-06-11 21:18:08 -- STEP: 169/330 -- GLOBAL_STEP: 312900 | > loss_disc: 2.374163866043091 (2.362589287334646) | > loss_disc_real_0: 0.13491910696029663 (0.11169864885376755) | > loss_disc_real_1: 0.1645577847957611 (0.19931190985547015) | > loss_disc_real_2: 0.20202217996120453 (0.21167744087749685) | > loss_disc_real_3: 0.25232890248298645 (0.22942320958397092) | > loss_disc_real_4: 0.2310580313205719 (0.23159071917717272) | > loss_disc_real_5: 0.2048000991344452 (0.22310931821899302) | > loss_0: 2.374163866043091 (2.362589287334646) | > grad_norm_0: tensor(54.3307, device='cuda:0') (tensor(16.1014, device='cuda:0')) | > loss_gen: 2.460151433944702 (2.4788552289883743) | > loss_kl: 1.9879916906356812 (1.9911395551184932) | > loss_feat: 7.234001159667969 (6.979212614206167) | > loss_mel: 17.17960548400879 (17.4690728046485) | > loss_duration: 2.068986415863037 (2.0089561424311797) | > loss_1: 30.930736541748047 (30.927236410287712) | > grad_norm_1: tensor(325.4774, device='cuda:0') (tensor(180.1285, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.4058 (0.3774177604878442) | > loader_time: 0.0041 (0.004018775104771)  --> TIME: 2024-06-11 21:18:18 -- STEP: 194/330 -- GLOBAL_STEP: 312925 | > loss_disc: 2.4209508895874023 (2.364467737600977) | > loss_disc_real_0: 0.11968627572059631 (0.1130354491628937) | > loss_disc_real_1: 0.18065819144248962 (0.19949059065469762) | > loss_disc_real_2: 0.23281946778297424 (0.21159078733822734) | > loss_disc_real_3: 0.215009868144989 (0.22953334304782533) | > loss_disc_real_4: 0.2474745661020279 (0.2318662237568) | > loss_disc_real_5: 0.21929161250591278 (0.2235054125644497) | > loss_0: 2.4209508895874023 (2.364467737600977) | > grad_norm_0: tensor(50.0189, device='cuda:0') (tensor(18.4720, device='cuda:0')) | > loss_gen: 2.2836809158325195 (2.4834275343983427) | > loss_kl: 2.075275421142578 (1.9945206513109894) | > loss_feat: 6.517192363739014 (6.989634776852794) | > loss_mel: 17.017963409423828 (17.437939869988824) | > loss_duration: 2.0266284942626953 (2.0161841167617074) | > loss_1: 29.920740127563477 (30.921706986181515) | > grad_norm_1: tensor(336.9623, device='cuda:0') (tensor(204.2602, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.4009 (0.37935137502925914) | > loader_time: 0.0056 (0.00414170063648027)  --> TIME: 2024-06-11 21:18:28 -- STEP: 219/330 -- GLOBAL_STEP: 312950 | > loss_disc: 2.3346452713012695 (2.3670995605590712) | > loss_disc_real_0: 0.09633328020572662 (0.11453174578544756) | > loss_disc_real_1: 0.17607057094573975 (0.1996220516287573) | > loss_disc_real_2: 0.2180044800043106 (0.21115726695213144) | > loss_disc_real_3: 0.2369844764471054 (0.22977491804998215) | > loss_disc_real_4: 0.2287808507680893 (0.23185860661611166) | > loss_disc_real_5: 0.18467825651168823 (0.22328816708092275) | > loss_0: 2.3346452713012695 (2.3670995605590712) | > grad_norm_0: tensor(40.7923, device='cuda:0') (tensor(21.0700, device='cuda:0')) | > loss_gen: 2.3408737182617188 (2.484916165539117) | > loss_kl: 2.121211051940918 (1.9977174278807968) | > loss_feat: 7.358222961425781 (6.991547116405887) | > loss_mel: 17.276460647583008 (17.412700113096186) | > loss_duration: 2.0955045223236084 (2.0234989395968968) | > loss_1: 31.192272186279297 (30.910379793001635) | > grad_norm_1: tensor(442.1783, device='cuda:0') (tensor(232.3376, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.4105 (0.3824511815423835) | > loader_time: 0.0053 (0.004262259017386934)  --> TIME: 2024-06-11 21:18:39 -- STEP: 244/330 -- GLOBAL_STEP: 312975 | > loss_disc: 2.374966621398926 (2.3662922274870977) | > loss_disc_real_0: 0.1272200644016266 (0.11536084372000616) | > loss_disc_real_1: 0.18457409739494324 (0.1993235274538642) | > loss_disc_real_2: 0.2288704365491867 (0.21065146860773445) | > loss_disc_real_3: 0.278029203414917 (0.2295846167157908) | > loss_disc_real_4: 0.25156864523887634 (0.23179211363684935) | > loss_disc_real_5: 0.21262705326080322 (0.22321112887536892) | > loss_0: 2.374966621398926 (2.3662922274870977) | > grad_norm_0: tensor(47.6940, device='cuda:0') (tensor(22.6885, device='cuda:0')) | > loss_gen: 2.584348440170288 (2.485399661494082) | > loss_kl: 1.966055989265442 (2.0021784242059364) | > loss_feat: 6.947978973388672 (6.990413595418461) | > loss_mel: 16.290477752685547 (17.366593900274047) | > loss_duration: 2.062628984451294 (2.0322393086112895) | > loss_1: 29.851491928100586 (30.876824957425477) | > grad_norm_1: tensor(597.7234, device='cuda:0') (tensor(253.1100, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.459 (0.3865510528204871) | > loader_time: 0.0057 (0.004394463828352627)  --> TIME: 2024-06-11 21:18:50 -- STEP: 269/330 -- GLOBAL_STEP: 313000 | > loss_disc: 2.4277100563049316 (2.368284815749274) | > loss_disc_real_0: 0.17713400721549988 (0.11739294133997319) | > loss_disc_real_1: 0.21684792637825012 (0.1991758727672818) | > loss_disc_real_2: 0.23265515267848969 (0.21089256518835472) | > loss_disc_real_3: 0.24337273836135864 (0.22967233965831174) | > loss_disc_real_4: 0.24320417642593384 (0.23144379302471543) | > loss_disc_real_5: 0.22916162014007568 (0.22286901598083042) | > loss_0: 2.4277100563049316 (2.368284815749274) | > grad_norm_0: tensor(63.0592, device='cuda:0') (tensor(24.6153, device='cuda:0')) | > loss_gen: 2.4207019805908203 (2.4843722931957593) | > loss_kl: 2.0271871089935303 (2.0060044841695444) | > loss_feat: 6.854506492614746 (7.001294423213236) | > loss_mel: 16.847076416015625 (17.336051274409513) | > loss_duration: 2.142073631286621 (2.0406754358107255) | > loss_1: 30.291545867919922 (30.86839794314927) | > grad_norm_1: tensor(527.2854, device='cuda:0') (tensor(271.3087, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.4292 (0.39054327028834684) | > loader_time: 0.0059 (0.0045298856430337296) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_313000.pth  --> TIME: 2024-06-11 21:19:07 -- STEP: 294/330 -- GLOBAL_STEP: 313025 | > loss_disc: 2.2612764835357666 (2.369154098893512) | > loss_disc_real_0: 0.14292186498641968 (0.1182029546067423) | > loss_disc_real_1: 0.17218582332134247 (0.19909223564425296) | > loss_disc_real_2: 0.24533064663410187 (0.211009441235033) | > loss_disc_real_3: 0.21950119733810425 (0.22968758678152448) | > loss_disc_real_4: 0.19498004019260406 (0.2311194597356984) | > loss_disc_real_5: 0.19498974084854126 (0.22291009913699156) | > loss_0: 2.2612764835357666 (2.369154098893512) | > grad_norm_0: tensor(10.4715, device='cuda:0') (tensor(26.2883, device='cuda:0')) | > loss_gen: 2.6658406257629395 (2.486194079425058) | > loss_kl: 2.131852388381958 (2.010813816064069) | > loss_feat: 7.602141857147217 (7.002871672312419) | > loss_mel: 17.267372131347656 (17.286464473828158) | > loss_duration: 2.2010092735290527 (2.0509092276599117) | > loss_1: 31.868215560913086 (30.837253298078263) | > grad_norm_1: tensor(737.4677, device='cuda:0') (tensor(289.7950, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.4584 (0.39700572750195345) | > loader_time: 0.0068 (0.004714170280767944)  --> TIME: 2024-06-11 21:19:20 -- STEP: 319/330 -- GLOBAL_STEP: 313050 | > loss_disc: 2.426421880722046 (2.371555423288139) | > loss_disc_real_0: 0.20072844624519348 (0.11915532910618291) | > loss_disc_real_1: 0.20684704184532166 (0.19936915363263938) | > loss_disc_real_2: 0.21319472789764404 (0.21112687932473365) | > loss_disc_real_3: 0.26989057660102844 (0.23008587391212068) | > loss_disc_real_4: 0.2602164149284363 (0.23149055765714013) | > loss_disc_real_5: 0.237662672996521 (0.22278871277469825) | > loss_0: 2.426421880722046 (2.371555423288139) | > grad_norm_0: tensor(38.1501, device='cuda:0') (tensor(28.5063, device='cuda:0')) | > loss_gen: 2.4209277629852295 (2.487763373455657) | > loss_kl: 2.0486865043640137 (2.0146448765428833) | > loss_feat: 7.05247163772583 (7.024378764591995) | > loss_mel: 16.193864822387695 (17.239602997758915) | > loss_duration: 2.221771240234375 (2.064747279340569) | > loss_1: 29.937721252441406 (30.83113730738529) | > grad_norm_1: tensor(316.5472, device='cuda:0') (tensor(308.0687, device='cuda:0')) | > current_lr_0: 0.00018367851819713258 | > current_lr_1: 0.00018367851819713258 | > step_time: 0.5467 (0.40625846199107385) | > loader_time: 0.0092 (0.0049364663964154955)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.716949462890625 (2.716949462890625) | > loss_disc_real_0: 0.18514961004257202 (0.18514961004257202) | > loss_disc_real_1: 0.2401580512523651 (0.2401580512523651) | > loss_disc_real_2: 0.24248814582824707 (0.24248814582824707) | > loss_disc_real_3: 0.3045874834060669 (0.3045874834060669) | > loss_disc_real_4: 0.2762596011161804 (0.2762596011161804) | > loss_disc_real_5: 0.33704426884651184 (0.33704426884651184) | > loss_0: 2.716949462890625 (2.716949462890625) | > loss_gen: 2.26399827003479 (2.26399827003479) | > loss_kl: 2.3217685222625732 (2.3217685222625732) | > loss_feat: 4.5925140380859375 (4.5925140380859375) | > loss_mel: 15.314745903015137 (15.314745903015137) | > loss_duration: 3.0360543727874756 (3.0360543727874756) | > loss_1: 27.529081344604492 (27.529081344604492)  --> STEP: 1 | > loss_disc: 2.392672300338745 (2.392672300338745) | > loss_disc_real_0: 0.13740882277488708 (0.13740882277488708) | > loss_disc_real_1: 0.22513483464717865 (0.22513483464717865) | > loss_disc_real_2: 0.21515615284442902 (0.21515615284442902) | > loss_disc_real_3: 0.27629387378692627 (0.27629387378692627) | > loss_disc_real_4: 0.20973548293113708 (0.20973548293113708) | > loss_disc_real_5: 0.19434182345867157 (0.19434182345867157) | > loss_0: 2.392672300338745 (2.392672300338745) | > loss_gen: 2.305173397064209 (2.305173397064209) | > loss_kl: 2.913179874420166 (2.913179874420166) | > loss_feat: 5.908505916595459 (5.908505916595459) | > loss_mel: 18.330427169799805 (18.330427169799805) | > loss_duration: 2.4375 (2.4375) | > loss_1: 31.894786834716797 (31.894786834716797)  --> STEP: 2 | > loss_disc: 2.210111141204834 (2.3013917207717896) | > loss_disc_real_0: 0.10045276582241058 (0.11893079429864883) | > loss_disc_real_1: 0.16742365062236786 (0.19627924263477325) | > loss_disc_real_2: 0.19746680557727814 (0.20631147921085358) | > loss_disc_real_3: 0.2139383852481842 (0.24511612951755524) | > loss_disc_real_4: 0.2190319299697876 (0.21438370645046234) | > loss_disc_real_5: 0.23376214504241943 (0.2140519842505455) | > loss_0: 2.210111141204834 (2.3013917207717896) | > loss_gen: 2.3040616512298584 (2.3046175241470337) | > loss_kl: 2.3023533821105957 (2.607766628265381) | > loss_feat: 5.509962558746338 (5.709234237670898) | > loss_mel: 18.560274124145508 (18.445350646972656) | > loss_duration: 2.4813551902770996 (2.45942759513855) | > loss_1: 31.15800666809082 (31.52639675140381)  --> STEP: 3 | > loss_disc: 2.129469633102417 (2.244084358215332) | > loss_disc_real_0: 0.09724073857069016 (0.11170077572266261) | > loss_disc_real_1: 0.2146686613559723 (0.20240904887517294) | > loss_disc_real_2: 0.16819027066230774 (0.19360440969467163) | > loss_disc_real_3: 0.20740291476249695 (0.2325450579325358) | > loss_disc_real_4: 0.21223896741867065 (0.2136687934398651) | > loss_disc_real_5: 0.2140928953886032 (0.21406562129656473) | > loss_0: 2.129469633102417 (2.244084358215332) | > loss_gen: 2.440088987350464 (2.3497746785481772) | > loss_kl: 3.542144298553467 (2.9192258516947427) | > loss_feat: 6.309480667114258 (5.909316380818685) | > loss_mel: 17.447477340698242 (18.11272621154785) | > loss_duration: 2.2472972869873047 (2.3887174924214682) | > loss_1: 31.986488342285156 (31.679760615030926)  --> STEP: 4 | > loss_disc: 2.3450846672058105 (2.2693344354629517) | > loss_disc_real_0: 0.09230440109968185 (0.10685168206691742) | > loss_disc_real_1: 0.1896289438009262 (0.19921402260661125) | > loss_disc_real_2: 0.18144969642162323 (0.19056573137640953) | > loss_disc_real_3: 0.2655239701271057 (0.24078978598117828) | > loss_disc_real_4: 0.18286320567131042 (0.20596739649772644) | > loss_disc_real_5: 0.22842979431152344 (0.2176566645503044) | > loss_0: 2.3450846672058105 (2.2693344354629517) | > loss_gen: 2.2590861320495605 (2.327102541923523) | > loss_kl: 3.580132484436035 (3.084452509880066) | > loss_feat: 8.067831039428711 (6.448945045471191) | > loss_mel: 19.465991973876953 (18.451042652130127) | > loss_duration: 2.4066081047058105 (2.3931901454925537) | > loss_1: 35.7796516418457 (32.70473337173462)  --> STEP: 5 | > loss_disc: 2.2663769721984863 (2.2687429428100585) | > loss_disc_real_0: 0.10512465238571167 (0.10650627613067627) | > loss_disc_real_1: 0.2358020395040512 (0.20653162598609925) | > loss_disc_real_2: 0.16234035789966583 (0.18492065668106078) | > loss_disc_real_3: 0.18300683796405792 (0.22923319637775422) | > loss_disc_real_4: 0.21655993163585663 (0.20808590352535247) | > loss_disc_real_5: 0.2795080244541168 (0.2300269365310669) | > loss_0: 2.2663769721984863 (2.2687429428100585) | > loss_gen: 2.405055522918701 (2.3426931381225584) | > loss_kl: 2.4316980838775635 (2.9539016246795655) | > loss_feat: 5.598684310913086 (6.278892898559571) | > loss_mel: 17.924365997314453 (18.34570732116699) | > loss_duration: 2.399890899658203 (2.3945302963256836) | > loss_1: 30.759695053100586 (32.31572570800781)  --> STEP: 6 | > loss_disc: 2.760108470916748 (2.350637197494507) | > loss_disc_real_0: 0.0959358662366867 (0.10474454114834468) | > loss_disc_real_1: 0.15935882925987244 (0.19866949319839478) | > loss_disc_real_2: 0.20662856101989746 (0.18853864073753357) | > loss_disc_real_3: 0.2604769766330719 (0.23444049308697382) | > loss_disc_real_4: 0.18334075808525085 (0.20396171261866888) | > loss_disc_real_5: 0.20965266227722168 (0.22663122415542603) | > loss_0: 2.760108470916748 (2.350637197494507) | > loss_gen: 1.791415810585022 (2.250813583532969) | > loss_kl: 3.081160306930542 (2.975111405054728) | > loss_feat: 7.112521648406982 (6.417831023534139) | > loss_mel: 18.8153018951416 (18.423973083496094) | > loss_duration: 2.1671640872955322 (2.3566359281539917) | > loss_1: 32.96756362915039 (32.42436536153158)  --> STEP: 7 | > loss_disc: 2.4892349243164062 (2.370436872754778) | > loss_disc_real_0: 0.08528733998537064 (0.10196494098220553) | > loss_disc_real_1: 0.21334455907344818 (0.20076593118054525) | > loss_disc_real_2: 0.20805680751800537 (0.19132695027760097) | > loss_disc_real_3: 0.31202420592308044 (0.24552388063498906) | > loss_disc_real_4: 0.27923324704170227 (0.2147147889648165) | > loss_disc_real_5: 0.25823354721069336 (0.23114584173474992) | > loss_0: 2.4892349243164062 (2.370436872754778) | > loss_gen: 2.2921712398529053 (2.2567218201501027) | > loss_kl: 3.710751533508301 (3.0802028519766673) | > loss_feat: 5.135316848754883 (6.234614712851388) | > loss_mel: 16.79194450378418 (18.190826143537247) | > loss_duration: 2.5384597778320312 (2.382610763822283) | > loss_1: 30.468643188476562 (32.144976479666575)  --> STEP: 8 | > loss_disc: 2.5079755783081055 (2.387629210948944) | > loss_disc_real_0: 0.16150325536727905 (0.10940723028033972) | > loss_disc_real_1: 0.10752341896295547 (0.18911061715334654) | > loss_disc_real_2: 0.19165432453155518 (0.19136787205934525) | > loss_disc_real_3: 0.24083761870861053 (0.24493809789419174) | > loss_disc_real_4: 0.22407586872577667 (0.21588492393493652) | > loss_disc_real_5: 0.26432332396507263 (0.23529302701354027) | > loss_0: 2.5079755783081055 (2.387629210948944) | > loss_gen: 2.2270147800445557 (2.2530084401369095) | > loss_kl: 3.4091243743896484 (3.12131804227829) | > loss_feat: 7.776309967041016 (6.4273266196250916) | > loss_mel: 19.216567993164062 (18.3190438747406) | > loss_duration: 2.257483959197998 (2.3669699132442474) | > loss_1: 34.88650131225586 (32.487667083740234)  --> STEP: 9 | > loss_disc: 2.410245895385742 (2.390142175886366) | > loss_disc_real_0: 0.1020326018333435 (0.10858782711956236) | > loss_disc_real_1: 0.1459057778120041 (0.18431007944875294) | > loss_disc_real_2: 0.2068922221660614 (0.19309279984898037) | > loss_disc_real_3: 0.17555224895477295 (0.23722855912314522) | > loss_disc_real_4: 0.23733267188072205 (0.2182680070400238) | > loss_disc_real_5: 0.31653857231140137 (0.24432030982441372) | > loss_0: 2.410245895385742 (2.390142175886366) | > loss_gen: 2.4330921173095703 (2.2730177376005383) | > loss_kl: 2.5610384941101074 (3.059064759148492) | > loss_feat: 11.341314315795898 (6.973325252532959) | > loss_mel: 18.637065887451172 (18.354379653930664) | > loss_duration: 2.2012228965759277 (2.3485535780588784) | > loss_1: 37.17373275756836 (33.00834104749892)  --> STEP: 10 | > loss_disc: 2.153834581375122 (2.366511416435242) | > loss_disc_real_0: 0.10939981788396835 (0.10866902619600297) | > loss_disc_real_1: 0.21466419100761414 (0.18734549060463906) | > loss_disc_real_2: 0.15408694744110107 (0.18919221460819244) | > loss_disc_real_3: 0.20800386369228363 (0.23430608958005905) | > loss_disc_real_4: 0.18913030624389648 (0.21535423696041106) | > loss_disc_real_5: 0.17518791556358337 (0.2374070703983307) | > loss_0: 2.153834581375122 (2.366511416435242) | > loss_gen: 2.438157558441162 (2.289531719684601) | > loss_kl: 2.6626875400543213 (3.019427037239075) | > loss_feat: 7.1941375732421875 (6.9954064846038815) | > loss_mel: 17.27182960510254 (18.24612464904785) | > loss_duration: 2.4121909141540527 (2.354917311668396) | > loss_1: 31.97900390625 (32.90540733337402)  --> STEP: 11 | > loss_disc: 2.14990234375 (2.346819682554765) | > loss_disc_real_0: 0.08935528993606567 (0.10691323199055412) | > loss_disc_real_1: 0.13295908272266388 (0.18240127170627768) | > loss_disc_real_2: 0.21653015911579132 (0.19167748229070145) | > loss_disc_real_3: 0.19239544868469238 (0.2304960313168439) | > loss_disc_real_4: 0.1839975118637085 (0.21250362558798355) | > loss_disc_real_5: 0.2165050506591797 (0.2355068867856806) | > loss_0: 2.14990234375 (2.346819682554765) | > loss_gen: 2.375730276107788 (2.297367952086709) | > loss_kl: 3.7543649673461914 (3.0862395763397217) | > loss_feat: 8.410309791564941 (7.1240340579639785) | > loss_mel: 16.323898315429688 (18.07137680053711) | > loss_duration: 2.489626884460449 (2.3671636364676734) | > loss_1: 33.35393142700195 (32.94618225097656)  --> STEP: 12 | > loss_disc: 2.2117109298706055 (2.335560619831085) | > loss_disc_real_0: 0.12004852294921875 (0.10800783957044284) | > loss_disc_real_1: 0.1807352900505066 (0.18226243990163007) | > loss_disc_real_2: 0.21324731409549713 (0.19347496827443442) | > loss_disc_real_3: 0.16272573173046112 (0.224848506351312) | > loss_disc_real_4: 0.15171237289905548 (0.20743768786390623) | > loss_disc_real_5: 0.17456407845020294 (0.2304283194243908) | > loss_0: 2.2117109298706055 (2.335560619831085) | > loss_gen: 2.161071300506592 (2.286009897788366) | > loss_kl: 2.346628189086914 (3.0246052940686545) | > loss_feat: 6.405718803405762 (7.06417445341746) | > loss_mel: 16.98004913330078 (17.980432828267414) | > loss_duration: 2.2900757789611816 (2.360739648342132) | > loss_1: 30.183542251586914 (32.71596225102743)  --> STEP: 13 | > loss_disc: 2.201223373413086 (2.325226985491239) | > loss_disc_real_0: 0.08634884655475616 (0.10634176318462078) | > loss_disc_real_1: 0.19621048867702484 (0.1833353667305066) | > loss_disc_real_2: 0.15985716879367828 (0.19088898369899163) | > loss_disc_real_3: 0.20626221597194672 (0.22341879170674545) | > loss_disc_real_4: 0.1915111392736435 (0.2062125687415783) | > loss_disc_real_5: 0.2073647528886795 (0.22865419892164376) | > loss_0: 2.201223373413086 (2.325226985491239) | > loss_gen: 2.2301230430603027 (2.28171090896313) | > loss_kl: 2.763644218444824 (3.004531365174514) | > loss_feat: 5.9630279541015625 (6.979470876547007) | > loss_mel: 16.971561431884766 (17.90282733623798) | > loss_duration: 2.2330994606018066 (2.350921172362107) | > loss_1: 30.161457061767578 (32.51946185185359)  --> STEP: 14 | > loss_disc: 2.3117270469665527 (2.324262704168047) | > loss_disc_real_0: 0.12075674533843994 (0.10737140476703644) | > loss_disc_real_1: 0.13659144937992096 (0.17999651549117907) | > loss_disc_real_2: 0.2643977701663971 (0.1961396113038063) | > loss_disc_real_3: 0.2509034276008606 (0.22538197998489654) | > loss_disc_real_4: 0.19188614189624786 (0.20518925253834044) | > loss_disc_real_5: 0.24160611629486084 (0.22957933587687357) | > loss_0: 2.3117270469665527 (2.324262704168047) | > loss_gen: 2.310073137283325 (2.2837367824145725) | > loss_kl: 3.721430540084839 (3.0557384490966797) | > loss_feat: 5.911678314208984 (6.903199979237148) | > loss_mel: 18.576417922973633 (17.950940949576243) | > loss_duration: 2.402707576751709 (2.3546202012470787) | > loss_1: 32.922306060791016 (32.54823643820627)  --> STEP: 15 | > loss_disc: 2.2355709075927734 (2.318349917729696) | > loss_disc_real_0: 0.0886196494102478 (0.10612128774325053) | > loss_disc_real_1: 0.21571631729602814 (0.18237783561150234) | > loss_disc_real_2: 0.2141571342945099 (0.19734077950318654) | > loss_disc_real_3: 0.26817378401756287 (0.22823476692040762) | > loss_disc_real_4: 0.15483780205249786 (0.2018324891726176) | > loss_disc_real_5: 0.2176988571882248 (0.22878730396429697) | > loss_0: 2.2355709075927734 (2.318349917729696) | > loss_gen: 2.535243034362793 (2.300503865877787) | > loss_kl: 3.4157865047454834 (3.0797416528065997) | > loss_feat: 8.422724723815918 (7.004501628875732) | > loss_mel: 17.365827560424805 (17.911933390299478) | > loss_duration: 2.331813335418701 (2.3530997435251866) | > loss_1: 34.07139587402344 (32.64978040059408)  --> STEP: 16 | > loss_disc: 2.4150614738464355 (2.324394389986992) | > loss_disc_real_0: 0.08675152063369751 (0.10491067729890347) | > loss_disc_real_1: 0.22382007539272308 (0.18496797559782863) | > loss_disc_real_2: 0.2630985677242279 (0.20145064126700163) | > loss_disc_real_3: 0.19419151544570923 (0.22610706370323896) | > loss_disc_real_4: 0.18357349932193756 (0.2006913023069501) | > loss_disc_real_5: 0.17183540761470795 (0.22522781044244766) | > loss_0: 2.4150614738464355 (2.324394389986992) | > loss_gen: 2.28411602973938 (2.299479626119137) | > loss_kl: 2.614187717437744 (3.0506445318460464) | > loss_feat: 7.223007678985596 (7.018158257007599) | > loss_mel: 15.722372055053711 (17.77508580684662) | > loss_duration: 2.339437484741211 (2.352245852351188) | > loss_1: 30.183120727539062 (32.495614171028144)  --> STEP: 17 | > loss_disc: 2.4421353340148926 (2.331320327870986) | > loss_disc_real_0: 0.10476764291524887 (0.10490226351162966) | > loss_disc_real_1: 0.2553093135356903 (0.1891057013588793) | > loss_disc_real_2: 0.29578325152397156 (0.20699961834094105) | > loss_disc_real_3: 0.24521858990192413 (0.22723127112669103) | > loss_disc_real_4: 0.2184527963399887 (0.20173609607359944) | > loss_disc_real_5: 0.2827184200286865 (0.22860961100634405) | > loss_0: 2.4421353340148926 (2.331320327870986) | > loss_gen: 2.580651044845581 (2.316019121338339) | > loss_kl: 2.2365612983703613 (3.002757282818065) | > loss_feat: 5.146511554718018 (6.908061392167035) | > loss_mel: 17.237735748291016 (17.74347697987276) | > loss_duration: 2.4472875595092773 (2.3578365410075466) | > loss_1: 29.648746490478516 (32.32815136628993)  --> STEP: 18 | > loss_disc: 2.67060923576355 (2.350169711642795) | > loss_disc_real_0: 0.11750495433807373 (0.10560241300198767) | > loss_disc_real_1: 0.20397530496120453 (0.18993179044789738) | > loss_disc_real_2: 0.20729991793632507 (0.20701630165179571) | > loss_disc_real_3: 0.22842919826507568 (0.22729782263437906) | > loss_disc_real_4: 0.19892694056034088 (0.2015800318784184) | > loss_disc_real_5: 0.2654517590999603 (0.23065639701154497) | > loss_0: 2.67060923576355 (2.350169711642795) | > loss_gen: 1.9960527420043945 (2.2982432113753424) | > loss_kl: 2.367187976837158 (2.967447876930237) | > loss_feat: 7.193262100219727 (6.9239058759477405) | > loss_mel: 18.696327209472656 (17.79641310373942) | > loss_duration: 2.250919818878174 (2.3518967231114702) | > loss_1: 32.50374984741211 (32.337906837463386)  --> STEP: 19 | > loss_disc: 2.425380229949951 (2.3541281599747506) | > loss_disc_real_0: 0.14334681630134583 (0.10758896054405916) | > loss_disc_real_1: 0.17002081871032715 (0.18888384456697263) | > loss_disc_real_2: 0.22085092961788177 (0.20774443996580025) | > loss_disc_real_3: 0.22870244085788727 (0.22737174990930056) | > loss_disc_real_4: 0.17717643082141876 (0.20029563182278684) | > loss_disc_real_5: 0.21499772369861603 (0.22983225631086449) | > loss_0: 2.425380229949951 (2.3541281599747506) | > loss_gen: 2.210376024246216 (2.2936186225790727) | > loss_kl: 2.023895263671875 (2.9177872130745337) | > loss_feat: 10.620508193969727 (7.11846389268574) | > loss_mel: 18.671375274658203 (17.84246374431409) | > loss_duration: 2.327244758605957 (2.3505992512953906) | > loss_1: 35.853397369384766 (32.52293265493293)  --> STEP: 20 | > loss_disc: 2.4291975498199463 (2.3578816294670104) | > loss_disc_real_0: 0.13946853578090668 (0.10918293930590153) | > loss_disc_real_1: 0.23466317355632782 (0.1911728110164404) | > loss_disc_real_2: 0.24090221524238586 (0.20940232872962952) | > loss_disc_real_3: 0.2518375813961029 (0.22859504148364068) | > loss_disc_real_4: 0.24917741119861603 (0.2027397207915783) | > loss_disc_real_5: 0.25010740756988525 (0.23084601387381554) | > loss_0: 2.4291975498199463 (2.3578816294670104) | > loss_gen: 2.2960939407348633 (2.293742388486862) | > loss_kl: 2.0036563873291016 (2.872080671787262) | > loss_feat: 3.8918890953063965 (6.957135152816773) | > loss_mel: 17.339557647705078 (17.81731843948364) | > loss_duration: 2.286104202270508 (2.3473744988441463) | > loss_1: 27.81730079650879 (32.287651062011726)  --> STEP: 21 | > loss_disc: 2.389644145965576 (2.3593941302526567) | > loss_disc_real_0: 0.1093229204416275 (0.10918960507426943) | > loss_disc_real_1: 0.24457786977291107 (0.1937159090524628) | > loss_disc_real_2: 0.2433920055627823 (0.21102088476930345) | > loss_disc_real_3: 0.20421628654003143 (0.22743414839108786) | > loss_disc_real_4: 0.18677295744419098 (0.201979398727417) | > loss_disc_real_5: 0.16792410612106323 (0.2278497325522559) | > loss_0: 2.389644145965576 (2.3593941302526567) | > loss_gen: 2.1629691123962402 (2.287515089625404) | > loss_kl: 2.1124444007873535 (2.8359075160253617) | > loss_feat: 5.089929103851318 (6.868220579056513) | > loss_mel: 15.96646499633789 (17.729182561238606) | > loss_duration: 2.1645073890686035 (2.338666541235787) | > loss_1: 27.496315002441406 (32.05949220203219)  --> STEP: 22 | > loss_disc: 2.4315202236175537 (2.36267258904197) | > loss_disc_real_0: 0.12065424770116806 (0.10971072519367392) | > loss_disc_real_1: 0.2381569743156433 (0.19573595747351646) | > loss_disc_real_2: 0.19461576640605927 (0.21027519757097418) | > loss_disc_real_3: 0.22113098204135895 (0.22714764082973654) | > loss_disc_real_4: 0.21794892847537994 (0.2027052864432335) | > loss_disc_real_5: 0.2041338086128235 (0.22677173600955444) | > loss_0: 2.4315202236175537 (2.36267258904197) | > loss_gen: 2.261913537979126 (2.2863513827323914) | > loss_kl: 2.4025607109069824 (2.8162099339745263) | > loss_feat: 6.896080017089844 (6.8694869171489366) | > loss_mel: 16.82811164855957 (17.68822479248047) | > loss_duration: 2.203808069229126 (2.33253661069003) | > loss_1: 30.59247398376465 (31.992809555747304)  --> STEP: 23 | > loss_disc: 2.6071834564208984 (2.373303496319315) | > loss_disc_real_0: 0.13019980490207672 (0.11060155474621317) | > loss_disc_real_1: 0.19763274490833282 (0.1958184264924215) | > loss_disc_real_2: 0.25857850909233093 (0.2123753415501636) | > loss_disc_real_3: 0.22279582917690277 (0.22695843162743942) | > loss_disc_real_4: 0.20293492078781128 (0.20271527054517166) | > loss_disc_real_5: 0.23316417634487152 (0.22704966819804648) | > loss_0: 2.6071834564208984 (2.373303496319315) | > loss_gen: 2.085296154022217 (2.2776098510493403) | > loss_kl: 2.5402936935424805 (2.804213575694872) | > loss_feat: 5.311802864074707 (6.801761523537014) | > loss_mel: 17.540502548217773 (17.681802086208176) | > loss_duration: 2.301819324493408 (2.331201076507568) | > loss_1: 29.779714584350586 (31.896588035251792)  --> STEP: 24 | > loss_disc: 2.317230224609375 (2.3709671099980674) | > loss_disc_real_0: 0.16452980041503906 (0.11284856498241425) | > loss_disc_real_1: 0.18068042397499084 (0.19518767638752857) | > loss_disc_real_2: 0.28147828578948975 (0.21525463089346886) | > loss_disc_real_3: 0.21999788284301758 (0.22666840876142183) | > loss_disc_real_4: 0.22717440128326416 (0.20373440099259219) | > loss_disc_real_5: 0.23425523936748505 (0.2273499003301064) | > loss_0: 2.317230224609375 (2.3709671099980674) | > loss_gen: 2.458120584487915 (2.285131131609281) | > loss_kl: 2.9516685009002686 (2.8103575309117637) | > loss_feat: 4.910250186920166 (6.7229485511779785) | > loss_mel: 16.885986328125 (17.648643096288044) | > loss_duration: 2.390286922454834 (2.3336629867553706) | > loss_1: 29.5963134765625 (31.80074326197307)  --> STEP: 25 | > loss_disc: 2.5883307456970215 (2.3796616554260255) | > loss_disc_real_0: 0.16210463643074036 (0.11481880784034729) | > loss_disc_real_1: 0.2715851068496704 (0.19824357360601425) | > loss_disc_real_2: 0.2376508116722107 (0.21615047812461852) | > loss_disc_real_3: 0.25386518239974976 (0.22775627970695494) | > loss_disc_real_4: 0.23745015263557434 (0.20508303105831147) | > loss_disc_real_5: 0.2281271368265152 (0.22738098978996277) | > loss_0: 2.5883307456970215 (2.3796616554260255) | > loss_gen: 2.1559383869171143 (2.279963421821594) | > loss_kl: 2.501854658126831 (2.7980174160003664) | > loss_feat: 5.366727828979492 (6.6686997222900395) | > loss_mel: 14.106366157531738 (17.506952018737792) | > loss_duration: 2.366814613342285 (2.334989051818847) | > loss_1: 26.497703552246094 (31.588621673583994)  --> STEP: 26 | > loss_disc: 3.0404276847839355 (2.405075733478253) | > loss_disc_real_0: 0.09124886989593506 (0.1139122717655622) | > loss_disc_real_1: 0.07920531183481216 (0.19366517892250648) | > loss_disc_real_2: 0.11425711214542389 (0.21223150251003411) | > loss_disc_real_3: 0.1566203534603119 (0.22502028254362252) | > loss_disc_real_4: 0.1395595222711563 (0.20256289610495934) | > loss_disc_real_5: 0.2582937479019165 (0.22856994202503791) | > loss_0: 3.0404276847839355 (2.405075733478253) | > loss_gen: 1.5817946195602417 (2.253110775580773) | > loss_kl: 2.753016233444214 (2.796286601286668) | > loss_feat: 10.066885948181152 (6.799399192516621) | > loss_mel: 18.797643661499023 (17.55659400499784) | > loss_duration: 2.312213897705078 (2.334113084352933) | > loss_1: 35.51155471801758 (31.739503713754516) --> EVAL PERFORMANCE | > avg_loader_time: 0.002395446483905499 (+0.0001022540605985201) | > avg_loss_disc: 2.405075733478253 (-0.06691085375272277) | > avg_loss_disc_real_0: 0.1139122717655622 (-0.08181128221062514) | > avg_loss_disc_real_1: 0.19366517892250648 (-0.008452434379320889) | > avg_loss_disc_real_2: 0.21223150251003411 (-0.0028659626841545105) | > avg_loss_disc_real_3: 0.22502028254362252 (-0.0035168545750471347) | > avg_loss_disc_real_4: 0.20256289610495934 (-0.005679362668440907) | > avg_loss_disc_real_5: 0.22856994202503791 (+0.01825132736792931) | > avg_loss_0: 2.405075733478253 (-0.06691085375272277) | > avg_loss_gen: 2.253110775580773 (-0.14740726580986596) | > avg_loss_kl: 2.796286601286668 (-0.14453964966994093) | > avg_loss_feat: 6.799399192516621 (-0.1565198164719801) | > avg_loss_mel: 17.55659400499784 (+0.3929329285254859) | > avg_loss_duration: 2.334113084352933 (+0.005700404827410743) | > avg_loss_1: 31.739503713754516 (-0.04983388460598093)  > EPOCH: 682/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:19:46)   --> TIME: 2024-06-11 21:19:52 -- STEP: 14/330 -- GLOBAL_STEP: 313075 | > loss_disc: 2.3757338523864746 (2.3490860802786693) | > loss_disc_real_0: 0.11371377110481262 (0.10848123154469899) | > loss_disc_real_1: 0.2689882218837738 (0.2099681134734835) | > loss_disc_real_2: 0.24350987374782562 (0.20654096347945078) | > loss_disc_real_3: 0.24962779879570007 (0.22373264176504953) | > loss_disc_real_4: 0.2216942310333252 (0.22979745162384851) | > loss_disc_real_5: 0.21812282502651215 (0.2244205783520426) | > loss_0: 2.3757338523864746 (2.3490860802786693) | > grad_norm_0: tensor(14.2434, device='cuda:0') (tensor(8.4398, device='cuda:0')) | > loss_gen: 2.5030624866485596 (2.482800211225237) | > loss_kl: 2.084233283996582 (1.8911907587732588) | > loss_feat: 5.6045355796813965 (6.656634296689715) | > loss_mel: 15.63760757446289 (17.428334372384207) | > loss_duration: 2.0152392387390137 (2.075440091746194) | > loss_1: 27.84467887878418 (30.534399713788712) | > grad_norm_1: tensor(91.9285, device='cuda:0') (tensor(81.0085, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3613 (0.36417765276772635) | > loader_time: 0.0029 (0.003202131816319057)  --> TIME: 2024-06-11 21:20:01 -- STEP: 39/330 -- GLOBAL_STEP: 313100 | > loss_disc: 2.4126462936401367 (2.3565325798132486) | > loss_disc_real_0: 0.1218835636973381 (0.10906816063783108) | > loss_disc_real_1: 0.16660578548908234 (0.1996497148886705) | > loss_disc_real_2: 0.1924493908882141 (0.21011427541573843) | > loss_disc_real_3: 0.22400414943695068 (0.2302606136370928) | > loss_disc_real_4: 0.19934195280075073 (0.23139827832197532) | > loss_disc_real_5: 0.21036861836910248 (0.22374551265667647) | > loss_0: 2.4126462936401367 (2.3565325798132486) | > grad_norm_0: tensor(9.1960, device='cuda:0') (tensor(9.5100, device='cuda:0')) | > loss_gen: 2.387627124786377 (2.4793127133296085) | > loss_kl: 2.2591519355773926 (1.9200628017767882) | > loss_feat: 7.5488457679748535 (6.919015114124004) | > loss_mel: 17.656017303466797 (17.52136924939278) | > loss_duration: 2.0003480911254883 (2.018373235678061) | > loss_1: 31.85198974609375 (30.858133071508163) | > grad_norm_1: tensor(105.5335, device='cuda:0') (tensor(81.1923, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3621 (0.36074313139304137) | > loader_time: 0.0036 (0.0034211232112004207)  --> TIME: 2024-06-11 21:20:11 -- STEP: 64/330 -- GLOBAL_STEP: 313125 | > loss_disc: 2.3615384101867676 (2.3528365045785904) | > loss_disc_real_0: 0.1017850935459137 (0.10986668453551829) | > loss_disc_real_1: 0.20290109515190125 (0.19930011848919094) | > loss_disc_real_2: 0.2120334804058075 (0.20989498239941895) | > loss_disc_real_3: 0.2544185221195221 (0.2297131095547229) | > loss_disc_real_4: 0.22916093468666077 (0.23140381858684123) | > loss_disc_real_5: 0.20095977187156677 (0.22149938833899796) | > loss_0: 2.3615384101867676 (2.3528365045785904) | > grad_norm_0: tensor(8.3871, device='cuda:0') (tensor(9.6498, device='cuda:0')) | > loss_gen: 2.42246675491333 (2.471678916364908) | > loss_kl: 1.8159737586975098 (1.9356728196144104) | > loss_feat: 7.022134304046631 (6.9012604132294655) | > loss_mel: 18.129432678222656 (17.49559384584427) | > loss_duration: 1.9991919994354248 (2.0019001197069883) | > loss_1: 31.389198303222656 (30.80610603094101) | > grad_norm_1: tensor(94.5773, device='cuda:0') (tensor(82.8247, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3849 (0.3626798875629902) | > loader_time: 0.0037 (0.0035144686698913574)  --> TIME: 2024-06-11 21:20:20 -- STEP: 89/330 -- GLOBAL_STEP: 313150 | > loss_disc: 2.35244083404541 (2.349457263946533) | > loss_disc_real_0: 0.1133008524775505 (0.11010826404175061) | > loss_disc_real_1: 0.20827634632587433 (0.1979685365484002) | > loss_disc_real_2: 0.22362226247787476 (0.2078390258751558) | > loss_disc_real_3: 0.22754761576652527 (0.23053004986114717) | > loss_disc_real_4: 0.24099572002887726 (0.23275782569740597) | > loss_disc_real_5: 0.22101344168186188 (0.22275505457701308) | > loss_0: 2.35244083404541 (2.349457263946533) | > grad_norm_0: tensor(6.7338, device='cuda:0') (tensor(9.6148, device='cuda:0')) | > loss_gen: 2.528728723526001 (2.477530758032637) | > loss_kl: 2.058501958847046 (1.9562015573630172) | > loss_feat: 6.358386039733887 (6.9610302635792936) | > loss_mel: 17.248428344726562 (17.463003287154635) | > loss_duration: 2.003450870513916 (1.9956910811113509) | > loss_1: 30.19749641418457 (30.853456947240936) | > grad_norm_1: tensor(102.7212, device='cuda:0') (tensor(85.4286, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3601 (0.36391762937052874) | > loader_time: 0.0037 (0.0036183100068167356)  --> TIME: 2024-06-11 21:20:29 -- STEP: 114/330 -- GLOBAL_STEP: 313175 | > loss_disc: 2.374866485595703 (2.358083488648397) | > loss_disc_real_0: 0.1284942775964737 (0.11133462667726633) | > loss_disc_real_1: 0.19266803562641144 (0.1979077841367638) | > loss_disc_real_2: 0.2037026286125183 (0.2095450802068961) | > loss_disc_real_3: 0.24611584842205048 (0.23072301870898196) | > loss_disc_real_4: 0.2602841854095459 (0.23310034813588126) | > loss_disc_real_5: 0.2437795102596283 (0.22360178972022576) | > loss_0: 2.374866485595703 (2.358083488648397) | > grad_norm_0: tensor(9.2941, device='cuda:0') (tensor(9.1254, device='cuda:0')) | > loss_gen: 2.4010391235351562 (2.469346554655776) | > loss_kl: 2.0166361331939697 (1.9664649471902012) | > loss_feat: 6.876130104064941 (6.937906135592544) | > loss_mel: 17.575956344604492 (17.47865758862412) | > loss_duration: 2.014007329940796 (1.9975023374222873) | > loss_1: 30.883769989013672 (30.849877608449834) | > grad_norm_1: tensor(181.4901, device='cuda:0') (tensor(84.2893, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3752 (0.36566480628231124) | > loader_time: 0.0037 (0.0037149839233933833)  --> TIME: 2024-06-11 21:20:39 -- STEP: 139/330 -- GLOBAL_STEP: 313200 | > loss_disc: 2.475780963897705 (2.357759710696103) | > loss_disc_real_0: 0.13927125930786133 (0.11161246697465294) | > loss_disc_real_1: 0.24824975430965424 (0.1972040409664456) | > loss_disc_real_2: 0.1953909695148468 (0.2096707735130255) | > loss_disc_real_3: 0.21228905022144318 (0.2301797544141468) | > loss_disc_real_4: 0.2563645839691162 (0.233253742079083) | > loss_disc_real_5: 0.2211735099554062 (0.22377085117556209) | > loss_0: 2.475780963897705 (2.357759710696103) | > grad_norm_0: tensor(9.5739, device='cuda:0') (tensor(9.5821, device='cuda:0')) | > loss_gen: 2.3412487506866455 (2.4678696814200847) | > loss_kl: 1.953565239906311 (1.9726362099750436) | > loss_feat: 6.340949535369873 (6.9458771026391775) | > loss_mel: 17.155794143676758 (17.46961487969049) | > loss_duration: 2.0629405975341797 (2.0032141628882867) | > loss_1: 29.85449981689453 (30.859212038328323) | > grad_norm_1: tensor(146.2274, device='cuda:0') (tensor(96.4930, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.372 (0.3674653982944627) | > loader_time: 0.0043 (0.003826894348473858)  --> TIME: 2024-06-11 21:20:49 -- STEP: 164/330 -- GLOBAL_STEP: 313225 | > loss_disc: 2.347545623779297 (2.3627838448780327) | > loss_disc_real_0: 0.12243880331516266 (0.11348440234617489) | > loss_disc_real_1: 0.21595367789268494 (0.19722430480689537) | > loss_disc_real_2: 0.210139200091362 (0.21094401071711286) | > loss_disc_real_3: 0.2116391360759735 (0.23041710021292292) | > loss_disc_real_4: 0.23821991682052612 (0.2329438394162713) | > loss_disc_real_5: 0.23070785403251648 (0.22384705330903937) | > loss_0: 2.347545623779297 (2.3627838448780327) | > grad_norm_0: tensor(9.2578, device='cuda:0') (tensor(9.8923, device='cuda:0')) | > loss_gen: 2.4199211597442627 (2.464080259567353) | > loss_kl: 2.1498491764068604 (1.9765307350856502) | > loss_feat: 6.8785529136657715 (6.92515301122898) | > loss_mel: 16.923044204711914 (17.474793934240573) | > loss_duration: 2.0940632820129395 (2.006676271921251) | > loss_1: 30.465431213378906 (30.847234237484816) | > grad_norm_1: tensor(63.2967, device='cuda:0') (tensor(101.6998, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3894 (0.3690854034772735) | > loader_time: 0.004 (0.003914975538486389)  --> TIME: 2024-06-11 21:20:59 -- STEP: 189/330 -- GLOBAL_STEP: 313250 | > loss_disc: 2.2697553634643555 (2.3647304111056853) | > loss_disc_real_0: 0.13288995623588562 (0.11484801887519776) | > loss_disc_real_1: 0.21436931192874908 (0.19735092366183246) | > loss_disc_real_2: 0.18493428826332092 (0.21054438048254245) | > loss_disc_real_3: 0.18789124488830566 (0.2303370616581074) | > loss_disc_real_4: 0.19687925279140472 (0.23270128974838863) | > loss_disc_real_5: 0.19997857511043549 (0.2236127649980878) | > loss_0: 2.2697553634643555 (2.3647304111056853) | > grad_norm_0: tensor(17.6479, device='cuda:0') (tensor(11.7675, device='cuda:0')) | > loss_gen: 2.5625975131988525 (2.4646946702684676) | > loss_kl: 2.0377838611602783 (1.9784559831417428) | > loss_feat: 7.57965087890625 (6.917080836321311) | > loss_mel: 17.237462997436523 (17.4276512489117) | > loss_duration: 2.0920987129211426 (2.0137971614403694) | > loss_1: 31.509592056274414 (30.801679863500848) | > grad_norm_1: tensor(360.9448, device='cuda:0') (tensor(127.0810, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3863 (0.3725612150928963) | > loader_time: 0.005 (0.004020521880457646)  --> TIME: 2024-06-11 21:21:09 -- STEP: 214/330 -- GLOBAL_STEP: 313275 | > loss_disc: 2.3973240852355957 (2.3655658213891715) | > loss_disc_real_0: 0.1400441825389862 (0.11529110246729628) | > loss_disc_real_1: 0.23836787045001984 (0.19726388233008785) | > loss_disc_real_2: 0.22386959195137024 (0.21112848853117952) | > loss_disc_real_3: 0.24652430415153503 (0.23071796370443898) | > loss_disc_real_4: 0.22763629257678986 (0.23283029828116159) | > loss_disc_real_5: 0.22185783088207245 (0.22357951181235713) | > loss_0: 2.3973240852355957 (2.3655658213891715) | > grad_norm_0: tensor(26.2371, device='cuda:0') (tensor(13.6231, device='cuda:0')) | > loss_gen: 2.5219385623931885 (2.4693690672099033) | > loss_kl: 1.8519032001495361 (1.9790971685792798) | > loss_feat: 6.569029808044434 (6.934186008489021) | > loss_mel: 16.94709014892578 (17.400868906038944) | > loss_duration: 2.1332569122314453 (2.02125697102502) | > loss_1: 30.023218154907227 (30.804778072321525) | > grad_norm_1: tensor(410.5750, device='cuda:0') (tensor(152.1682, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.3894 (0.37526795128795604) | > loader_time: 0.0052 (0.0041427890831065)  --> TIME: 2024-06-11 21:21:20 -- STEP: 239/330 -- GLOBAL_STEP: 313300 | > loss_disc: 2.5254199504852295 (2.364117530599299) | > loss_disc_real_0: 0.19681356847286224 (0.11586892442723198) | > loss_disc_real_1: 0.23070205748081207 (0.1974705222012109) | > loss_disc_real_2: 0.19697029888629913 (0.2109739358953851) | > loss_disc_real_3: 0.23046615719795227 (0.23031070953133714) | > loss_disc_real_4: 0.2886328399181366 (0.23207116688145754) | > loss_disc_real_5: 0.293731689453125 (0.2223639266261496) | > loss_0: 2.5254199504852295 (2.364117530599299) | > grad_norm_0: tensor(69.4829, device='cuda:0') (tensor(16.0565, device='cuda:0')) | > loss_gen: 2.629901885986328 (2.47879538376461) | > loss_kl: 1.9650057554244995 (1.9814322603297534) | > loss_feat: 6.830065727233887 (6.945849666036821) | > loss_mel: 17.294353485107422 (17.363531703230727) | > loss_duration: 2.066704034805298 (2.02971962854952) | > loss_1: 30.786029815673828 (30.79932854464862) | > grad_norm_1: tensor(465.4987, device='cuda:0') (tensor(177.2831, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.4209 (0.3795822863798262) | > loader_time: 0.0059 (0.0042730445143568)  --> TIME: 2024-06-11 21:21:31 -- STEP: 264/330 -- GLOBAL_STEP: 313325 | > loss_disc: 2.316307783126831 (2.3660649368257234) | > loss_disc_real_0: 0.1617894172668457 (0.11661302196708592) | > loss_disc_real_1: 0.20354211330413818 (0.19769985990768127) | > loss_disc_real_2: 0.2005005180835724 (0.21144933315614858) | > loss_disc_real_3: 0.23177185654640198 (0.23043880843077647) | > loss_disc_real_4: 0.21712413430213928 (0.2321296069545276) | > loss_disc_real_5: 0.18759223818778992 (0.22236426321394512) | > loss_0: 2.316307783126831 (2.3660649368257234) | > grad_norm_0: tensor(21.3501, device='cuda:0') (tensor(18.5255, device='cuda:0')) | > loss_gen: 2.4564526081085205 (2.486159872828108) | > loss_kl: 1.9730650186538696 (1.9846530823093471) | > loss_feat: 6.562199115753174 (6.976280123898477) | > loss_mel: 17.015522003173828 (17.338990608851116) | > loss_duration: 2.1655614376068115 (2.0380187400362715) | > loss_1: 30.172800064086914 (30.82410235115976) | > grad_norm_1: tensor(273.6074, device='cuda:0') (tensor(202.9868, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.4552 (0.3849073485894638) | > loader_time: 0.0062 (0.004422145359443899)  --> TIME: 2024-06-11 21:21:42 -- STEP: 289/330 -- GLOBAL_STEP: 313350 | > loss_disc: 2.56997013092041 (2.368906533429367) | > loss_disc_real_0: 0.087427519261837 (0.11710300479586974) | > loss_disc_real_1: 0.22520478069782257 (0.19814737378313463) | > loss_disc_real_2: 0.25263920426368713 (0.21187195367466619) | > loss_disc_real_3: 0.22900578379631042 (0.2306683551275194) | > loss_disc_real_4: 0.24991829693317413 (0.23230152172407065) | > loss_disc_real_5: 0.2286621779203415 (0.2225335355345353) | > loss_0: 2.56997013092041 (2.368906533429367) | > grad_norm_0: tensor(36.7116, device='cuda:0') (tensor(20.4762, device='cuda:0')) | > loss_gen: 2.2476983070373535 (2.483824444477121) | > loss_kl: 2.0357983112335205 (1.98756262587841) | > loss_feat: 5.836182117462158 (6.979219619790576) | > loss_mel: 15.366539001464844 (17.277729974898506) | > loss_duration: 2.1987645626068115 (2.0477953538762654) | > loss_1: 27.684982299804688 (30.77613193023576) | > grad_norm_1: tensor(481.1192, device='cuda:0') (tensor(224.3337, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.4756 (0.3912140737355376) | > loader_time: 0.0066 (0.004598403884465311)  --> TIME: 2024-06-11 21:21:55 -- STEP: 314/330 -- GLOBAL_STEP: 313375 | > loss_disc: 2.4743309020996094 (2.3709703683853145) | > loss_disc_real_0: 0.1689012050628662 (0.11834722344472909) | > loss_disc_real_1: 0.2180229276418686 (0.19860709135889246) | > loss_disc_real_2: 0.20000052452087402 (0.21188074862881076) | > loss_disc_real_3: 0.20904763042926788 (0.23034777088909392) | > loss_disc_real_4: 0.22350461781024933 (0.23206287010270318) | > loss_disc_real_5: 0.24499516189098358 (0.22272043803315253) | > loss_0: 2.4743309020996094 (2.3709703683853145) | > grad_norm_0: tensor(41.9204, device='cuda:0') (tensor(21.3800, device='cuda:0')) | > loss_gen: 2.364771842956543 (2.479439033824168) | > loss_kl: 1.9380587339401245 (1.9909055020399153) | > loss_feat: 7.224229335784912 (6.975475994644651) | > loss_mel: 17.436199188232422 (17.23079869094169) | > loss_duration: 2.2449569702148438 (2.0605622070610146) | > loss_1: 31.20821762084961 (30.737181365869606) | > grad_norm_1: tensor(332.6029, device='cuda:0') (tensor(236.6161, device='cuda:0')) | > current_lr_0: 0.00018365555838235795 | > current_lr_1: 0.00018365555838235795 | > step_time: 0.525 (0.3992456805174519) | > loader_time: 0.0075 (0.0047959468926593776)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4261059761047363 (2.4261059761047363) | > loss_disc_real_0: 0.2730545699596405 (0.2730545699596405) | > loss_disc_real_1: 0.2046157717704773 (0.2046157717704773) | > loss_disc_real_2: 0.23775826394557953 (0.23775826394557953) | > loss_disc_real_3: 0.24714048206806183 (0.24714048206806183) | > loss_disc_real_4: 0.27909138798713684 (0.27909138798713684) | > loss_disc_real_5: 0.26524829864501953 (0.26524829864501953) | > loss_0: 2.4261059761047363 (2.4261059761047363) | > loss_gen: 2.5690460205078125 (2.5690460205078125) | > loss_kl: 2.502504587173462 (2.502504587173462) | > loss_feat: 7.586170196533203 (7.586170196533203) | > loss_mel: 16.973031997680664 (16.973031997680664) | > loss_duration: 3.0143816471099854 (3.0143816471099854) | > loss_1: 32.64513397216797 (32.64513397216797)  --> STEP: 1 | > loss_disc: 2.5083537101745605 (2.5083537101745605) | > loss_disc_real_0: 0.07708385586738586 (0.07708385586738586) | > loss_disc_real_1: 0.2502366006374359 (0.2502366006374359) | > loss_disc_real_2: 0.3105747401714325 (0.3105747401714325) | > loss_disc_real_3: 0.2841481566429138 (0.2841481566429138) | > loss_disc_real_4: 0.3157288730144501 (0.3157288730144501) | > loss_disc_real_5: 0.23458653688430786 (0.23458653688430786) | > loss_0: 2.5083537101745605 (2.5083537101745605) | > loss_gen: 2.488046646118164 (2.488046646118164) | > loss_kl: 2.170844078063965 (2.170844078063965) | > loss_feat: 6.622124671936035 (6.622124671936035) | > loss_mel: 19.083019256591797 (19.083019256591797) | > loss_duration: 2.4757590293884277 (2.4757590293884277) | > loss_1: 32.83979415893555 (32.83979415893555)  --> STEP: 2 | > loss_disc: 2.216181993484497 (2.362267851829529) | > loss_disc_real_0: 0.1114957183599472 (0.09428978711366653) | > loss_disc_real_1: 0.1916920244693756 (0.22096431255340576) | > loss_disc_real_2: 0.24319681525230408 (0.2768857777118683) | > loss_disc_real_3: 0.24145251512527466 (0.26280033588409424) | > loss_disc_real_4: 0.23264890909194946 (0.27418889105319977) | > loss_disc_real_5: 0.25494885444641113 (0.2447676956653595) | > loss_0: 2.216181993484497 (2.362267851829529) | > loss_gen: 2.626661539077759 (2.5573540925979614) | > loss_kl: 3.1556577682495117 (2.6632509231567383) | > loss_feat: 6.041658878326416 (6.331891775131226) | > loss_mel: 17.902772903442383 (18.49289608001709) | > loss_duration: 2.5892038345336914 (2.5324814319610596) | > loss_1: 32.315956115722656 (32.5778751373291)  --> STEP: 3 | > loss_disc: 2.3130321502685547 (2.345855951309204) | > loss_disc_real_0: 0.08916818350553513 (0.09258258591095607) | > loss_disc_real_1: 0.24996080994606018 (0.23062981168429056) | > loss_disc_real_2: 0.17482765018939972 (0.24286640187104544) | > loss_disc_real_3: 0.18063193559646606 (0.2354108691215515) | > loss_disc_real_4: 0.19575214385986328 (0.24804330865542093) | > loss_disc_real_5: 0.215138241648674 (0.234891210993131) | > loss_0: 2.3130321502685547 (2.345855951309204) | > loss_gen: 2.3138234615325928 (2.476177215576172) | > loss_kl: 3.1568446159362793 (2.827782154083252) | > loss_feat: 6.643497943878174 (6.435760498046875) | > loss_mel: 17.604530334472656 (18.196774164835613) | > loss_duration: 2.320979595184326 (2.4619808197021484) | > loss_1: 32.039676666259766 (32.398475646972656)  --> STEP: 4 | > loss_disc: 2.4210033416748047 (2.3646427989006042) | > loss_disc_real_0: 0.13436417281627655 (0.10302798263728619) | > loss_disc_real_1: 0.2153310626745224 (0.22680512443184853) | > loss_disc_real_2: 0.2962231934070587 (0.25620559975504875) | > loss_disc_real_3: 0.2507008910179138 (0.2392333745956421) | > loss_disc_real_4: 0.24272850155830383 (0.24671460688114166) | > loss_disc_real_5: 0.23414316773414612 (0.23470420017838478) | > loss_0: 2.4210033416748047 (2.3646427989006042) | > loss_gen: 2.6100146770477295 (2.5096365809440613) | > loss_kl: 3.8717727661132812 (3.0887798070907593) | > loss_feat: 7.231893062591553 (6.634793639183044) | > loss_mel: 15.058693885803223 (17.412254095077515) | > loss_duration: 2.3913493156433105 (2.444322943687439) | > loss_1: 31.163724899291992 (32.08978796005249)  --> STEP: 5 | > loss_disc: 2.5977649688720703 (2.4112672328948976) | > loss_disc_real_0: 0.32903748750686646 (0.14822988361120223) | > loss_disc_real_1: 0.25533831119537354 (0.23251176178455352) | > loss_disc_real_2: 0.2531033456325531 (0.2555851489305496) | > loss_disc_real_3: 0.2568981945514679 (0.24276633858680724) | > loss_disc_real_4: 0.22608114778995514 (0.24258791506290436) | > loss_disc_real_5: 0.21549759805202484 (0.2308628797531128) | > loss_0: 2.5977649688720703 (2.4112672328948976) | > loss_gen: 2.563037633895874 (2.520316791534424) | > loss_kl: 2.3864188194274902 (2.9483076095581056) | > loss_feat: 4.588630676269531 (6.225561046600342) | > loss_mel: 18.00967025756836 (17.531737327575684) | > loss_duration: 2.3729538917541504 (2.4300491333007814) | > loss_1: 29.920711517333984 (31.65597267150879)  --> STEP: 6 | > loss_disc: 2.452279567718506 (2.4181026220321655) | > loss_disc_real_0: 0.21434098482131958 (0.15924840047955513) | > loss_disc_real_1: 0.19873610138893127 (0.22688248505194983) | > loss_disc_real_2: 0.1863814741373062 (0.24405120313167572) | > loss_disc_real_3: 0.3051946759223938 (0.25317106147607166) | > loss_disc_real_4: 0.26814475655555725 (0.24684738864501318) | > loss_disc_real_5: 0.27982813119888306 (0.2390237549940745) | > loss_0: 2.452279567718506 (2.4181026220321655) | > loss_gen: 2.650312900543213 (2.541982809702555) | > loss_kl: 2.577670097351074 (2.8865346908569336) | > loss_feat: 5.644558906555176 (6.128727356592814) | > loss_mel: 17.87934684753418 (17.589672247568767) | > loss_duration: 2.2106680870056152 (2.3934856255849204) | > loss_1: 30.962556838989258 (31.540403366088867)  --> STEP: 7 | > loss_disc: 2.376030206680298 (2.4120922769818987) | > loss_disc_real_0: 0.08624216169118881 (0.1488189377955028) | > loss_disc_real_1: 0.26759424805641174 (0.23269845119544438) | > loss_disc_real_2: 0.21512937545776367 (0.239919513463974) | > loss_disc_real_3: 0.3418140411376953 (0.26583434428487507) | > loss_disc_real_4: 0.25229188799858093 (0.24762517426695144) | > loss_disc_real_5: 0.2674185335636139 (0.24308015193258012) | > loss_0: 2.376030206680298 (2.4120922769818987) | > loss_gen: 2.7131412029266357 (2.566434008734567) | > loss_kl: 4.429117679595947 (3.106903689248221) | > loss_feat: 6.916450023651123 (6.241259166172573) | > loss_mel: 17.2907657623291 (17.546971321105957) | > loss_duration: 2.6007776260375977 (2.423098768506731) | > loss_1: 33.950252532958984 (31.884667532784597)  --> STEP: 8 | > loss_disc: 2.3396530151367188 (2.403037369251251) | > loss_disc_real_0: 0.1864539533853531 (0.15352331474423409) | > loss_disc_real_1: 0.19866959750652313 (0.22844484448432922) | > loss_disc_real_2: 0.2379007488489151 (0.23966716788709164) | > loss_disc_real_3: 0.2052738070487976 (0.25826427713036537) | > loss_disc_real_4: 0.2177254855632782 (0.24388771317899227) | > loss_disc_real_5: 0.23970884084701538 (0.24265873804688454) | > loss_0: 2.3396530151367188 (2.403037369251251) | > loss_gen: 2.5399413108825684 (2.563122421503067) | > loss_kl: 2.8549063205718994 (3.075404018163681) | > loss_feat: 8.615687370300293 (6.538062691688538) | > loss_mel: 19.346906661987305 (17.771963238716125) | > loss_duration: 2.298776149749756 (2.4075584411621094) | > loss_1: 35.65621566772461 (32.3561110496521)  --> STEP: 9 | > loss_disc: 2.3829092979431152 (2.4008009168836804) | > loss_disc_real_0: 0.1281687468290329 (0.15070614053143394) | > loss_disc_real_1: 0.1748339831829071 (0.22248808211750454) | > loss_disc_real_2: 0.2589624226093292 (0.24181108507845137) | > loss_disc_real_3: 0.2653093934059143 (0.2590470678276486) | > loss_disc_real_4: 0.19758668541908264 (0.2387431545390023) | > loss_disc_real_5: 0.1602042019367218 (0.2334971229235331) | > loss_0: 2.3829092979431152 (2.4008009168836804) | > loss_gen: 2.2826151847839355 (2.531954950756497) | > loss_kl: 2.6134204864501953 (3.0240725146399603) | > loss_feat: 7.837639331817627 (6.6824600961473255) | > loss_mel: 17.454147338867188 (17.73665036095513) | > loss_duration: 2.1936068534851074 (2.3837860425313315) | > loss_1: 32.38142776489258 (32.358924018012154)  --> STEP: 10 | > loss_disc: 2.551964282989502 (2.415917253494263) | > loss_disc_real_0: 0.1479347050189972 (0.15042899698019027) | > loss_disc_real_1: 0.3039492070674896 (0.23063419461250306) | > loss_disc_real_2: 0.24173790216445923 (0.24180376678705215) | > loss_disc_real_3: 0.2757580578327179 (0.2607181668281555) | > loss_disc_real_4: 0.2869773507118225 (0.24356657415628433) | > loss_disc_real_5: 0.2710438668727875 (0.23725179731845855) | > loss_0: 2.551964282989502 (2.415917253494263) | > loss_gen: 2.5782880783081055 (2.536588263511658) | > loss_kl: 2.5146024227142334 (2.9731255054473875) | > loss_feat: 5.716648101806641 (6.585878896713257) | > loss_mel: 18.453214645385742 (17.808306789398195) | > loss_duration: 2.3639631271362305 (2.3818037509918213) | > loss_1: 31.62671661376953 (32.28570327758789)  --> STEP: 11 | > loss_disc: 2.4229679107666016 (2.4165582223372026) | > loss_disc_real_0: 0.12919366359710693 (0.1484985121271827) | > loss_disc_real_1: 0.22502271831035614 (0.23012406040321698) | > loss_disc_real_2: 0.22791336476802826 (0.2405410029671409) | > loss_disc_real_3: 0.2521955668926239 (0.25994338501583447) | > loss_disc_real_4: 0.2437935173511505 (0.24358720535581763) | > loss_disc_real_5: 0.24948711693286896 (0.23836409910158676) | > loss_0: 2.4229679107666016 (2.4165582223372026) | > loss_gen: 2.409763813018799 (2.525058768012307) | > loss_kl: 3.6951687335968018 (3.038765798915516) | > loss_feat: 5.841274261474609 (6.518187566237017) | > loss_mel: 16.12640953063965 (17.65540703860196) | > loss_duration: 2.5383872985839844 (2.396038618954745) | > loss_1: 30.611003875732422 (32.13345787741921)  --> STEP: 12 | > loss_disc: 2.4217872619628906 (2.4169939756393433) | > loss_disc_real_0: 0.16612443327903748 (0.14996733888983727) | > loss_disc_real_1: 0.29821452498435974 (0.23579826578497887) | > loss_disc_real_2: 0.20137915015220642 (0.23727751523256302) | > loss_disc_real_3: 0.2586354613304138 (0.2598343913753827) | > loss_disc_real_4: 0.2535105049610138 (0.24441414698958397) | > loss_disc_real_5: 0.2713734805583954 (0.24111488088965416) | > loss_0: 2.4217872619628906 (2.4169939756393433) | > loss_gen: 2.6800131797790527 (2.537971635659536) | > loss_kl: 2.5473945140838623 (2.997818191846212) | > loss_feat: 6.485929012298584 (6.5154993534088135) | > loss_mel: 16.78700828552246 (17.583040475845337) | > loss_duration: 2.243541717529297 (2.383330543835958) | > loss_1: 30.743886947631836 (32.01766029993693)  --> STEP: 13 | > loss_disc: 2.0824778079986572 (2.391261962743906) | > loss_disc_real_0: 0.12652933597564697 (0.1481644155887457) | > loss_disc_real_1: 0.2262631505727768 (0.23506479538404024) | > loss_disc_real_2: 0.19258877635002136 (0.23383991993390596) | > loss_disc_real_3: 0.2665427327156067 (0.26035041763232303) | > loss_disc_real_4: 0.18998689949512482 (0.24022743564385635) | > loss_disc_real_5: 0.1783427596092224 (0.23628625617577478) | > loss_0: 2.0824778079986572 (2.391261962743906) | > loss_gen: 2.7279093265533447 (2.5525822272667518) | > loss_kl: 3.2885777950286865 (3.0201843151679406) | > loss_feat: 7.410343170166016 (6.584333493159368) | > loss_mel: 16.350299835205078 (17.488214272719162) | > loss_duration: 2.235328435897827 (2.3719457663022556) | > loss_1: 32.01245880126953 (32.01726018465482)  --> STEP: 14 | > loss_disc: 2.36181902885437 (2.3891588960375105) | > loss_disc_real_0: 0.1689760982990265 (0.14965096435376576) | > loss_disc_real_1: 0.2512110769748688 (0.23621810121195658) | > loss_disc_real_2: 0.16954545676708221 (0.22924745827913284) | > loss_disc_real_3: 0.197239488363266 (0.25584249411310467) | > loss_disc_real_4: 0.20962917804718018 (0.23804184581552232) | > loss_disc_real_5: 0.14618654549121857 (0.22985056255544936) | > loss_0: 2.36181902885437 (2.3891588960375105) | > loss_gen: 2.4363853931427 (2.544282453400748) | > loss_kl: 3.632683753967285 (3.0639342750821794) | > loss_feat: 8.11238956451416 (6.693480355398996) | > loss_mel: 17.764751434326172 (17.507966927119664) | > loss_duration: 2.4363129138946533 (2.3765434197017123) | > loss_1: 34.38252258300781 (32.186207498822895)  --> STEP: 15 | > loss_disc: 2.1642186641693115 (2.3741628805796307) | > loss_disc_real_0: 0.06383872777223587 (0.14393014858166378) | > loss_disc_real_1: 0.17200778424739838 (0.23193741341431937) | > loss_disc_real_2: 0.22264829277992249 (0.22880751391251883) | > loss_disc_real_3: 0.2791621685028076 (0.25739713907241824) | > loss_disc_real_4: 0.22169819474220276 (0.23695226907730102) | > loss_disc_real_5: 0.21908970177173615 (0.22913317183653514) | > loss_0: 2.1642186641693115 (2.3741628805796307) | > loss_gen: 2.688685655593872 (2.5539093335469563) | > loss_kl: 3.9525146484375 (3.123172966639201) | > loss_feat: 7.183756351470947 (6.726165421803793) | > loss_mel: 19.517126083374023 (17.641910870869953) | > loss_duration: 2.417388916015625 (2.379266452789307) | > loss_1: 35.75947189331055 (32.42442512512207)  --> STEP: 16 | > loss_disc: 2.2736072540283203 (2.3678781539201736) | > loss_disc_real_0: 0.11179352551698685 (0.14192160964012146) | > loss_disc_real_1: 0.15573574602603912 (0.22717480920255184) | > loss_disc_real_2: 0.23622891306877136 (0.2292713513597846) | > loss_disc_real_3: 0.27363213896751404 (0.2584118265658617) | > loss_disc_real_4: 0.19256038963794708 (0.2341777766123414) | > loss_disc_real_5: 0.21498584747314453 (0.22824896406382322) | > loss_0: 2.2736072540283203 (2.3678781539201736) | > loss_gen: 2.4686391353607178 (2.5485799461603165) | > loss_kl: 3.147425651550293 (3.124688759446144) | > loss_feat: 8.63719654083252 (6.845604866743088) | > loss_mel: 17.21919059753418 (17.61549085378647) | > loss_duration: 2.418696165084839 (2.3817308098077774) | > loss_1: 33.89114761352539 (32.51609528064728)  --> STEP: 17 | > loss_disc: 2.6361615657806396 (2.3836595310884365) | > loss_disc_real_0: 0.10168948024511337 (0.13955501379335628) | > loss_disc_real_1: 0.2407255470752716 (0.2279719114303589) | > loss_disc_real_2: 0.263563334941864 (0.2312885268646128) | > loss_disc_real_3: 0.29064086079597473 (0.2603076521088095) | > loss_disc_real_4: 0.2709454596042633 (0.23634058149421916) | > loss_disc_real_5: 0.39190441370010376 (0.23787575521889856) | > loss_0: 2.6361615657806396 (2.3836595310884365) | > loss_gen: 2.2969908714294434 (2.5337805888232063) | > loss_kl: 2.457728147506714 (3.0854557822732365) | > loss_feat: 6.018093109130859 (6.796927704530604) | > loss_mel: 16.736679077148438 (17.563796043395996) | > loss_duration: 2.488846778869629 (2.388031749164357) | > loss_1: 29.998340606689453 (32.36799206453211)  --> STEP: 18 | > loss_disc: 2.20853853225708 (2.3739305867089167) | > loss_disc_real_0: 0.0427975058555603 (0.13417959668570095) | > loss_disc_real_1: 0.1887691468000412 (0.2257939800620079) | > loss_disc_real_2: 0.1948716789484024 (0.22926536864704555) | > loss_disc_real_3: 0.19666527211666107 (0.25677196433146793) | > loss_disc_real_4: 0.23658394813537598 (0.23635410186317232) | > loss_disc_real_5: 0.19931074976921082 (0.2357332549161381) | > loss_0: 2.20853853225708 (2.3739305867089167) | > loss_gen: 2.389364242553711 (2.525757458474901) | > loss_kl: 3.0275068283081055 (3.08223639594184) | > loss_feat: 11.746041297912598 (7.0718784597184925) | > loss_mel: 21.012434005737305 (17.755387041303848) | > loss_duration: 2.214954376220703 (2.378416339556376) | > loss_1: 40.39030075073242 (32.81367588043213)  --> STEP: 19 | > loss_disc: 2.478891611099243 (2.3794548511505127) | > loss_disc_real_0: 0.1990928053855896 (0.13759608135411613) | > loss_disc_real_1: 0.2239435315132141 (0.225696588033124) | > loss_disc_real_2: 0.218071848154068 (0.22867623598952042) | > loss_disc_real_3: 0.2196011245250702 (0.25481560434165756) | > loss_disc_real_4: 0.22284837067127228 (0.2356432739057039) | > loss_disc_real_5: 0.1856345385313034 (0.23309648036956787) | > loss_0: 2.478891611099243 (2.3794548511505127) | > loss_gen: 2.4214718341827393 (2.5202687414068925) | > loss_kl: 2.3813090324401855 (3.045345482073332) | > loss_feat: 9.693458557128906 (7.209856359582198) | > loss_mel: 16.857393264770508 (17.708124210959987) | > loss_duration: 2.353757619857788 (2.3771185122038188) | > loss_1: 33.70738983154297 (32.86071345680639)  --> STEP: 20 | > loss_disc: 2.2847132682800293 (2.3747177720069885) | > loss_disc_real_0: 0.13708148896694183 (0.13757035173475743) | > loss_disc_real_1: 0.2225935459136963 (0.22554143592715264) | > loss_disc_real_2: 0.2337312251329422 (0.22892898544669152) | > loss_disc_real_3: 0.21542049944400787 (0.2528458490967751) | > loss_disc_real_4: 0.22362898290157318 (0.23504255935549737) | > loss_disc_real_5: 0.2823357880115509 (0.235558445751667) | > loss_0: 2.2847132682800293 (2.3747177720069885) | > loss_gen: 2.640521764755249 (2.5262813925743104) | > loss_kl: 2.2469701766967773 (3.0054267168045046) | > loss_feat: 6.214057445526123 (7.160066413879394) | > loss_mel: 18.65085792541504 (17.75526089668274) | > loss_duration: 2.264676570892334 (2.3714964151382447) | > loss_1: 32.01708221435547 (32.818531894683844)  --> STEP: 21 | > loss_disc: 2.3969647884368896 (2.375777153741746) | > loss_disc_real_0: 0.21383452415466309 (0.14120197899284817) | > loss_disc_real_1: 0.19218479096889496 (0.2239530242624737) | > loss_disc_real_2: 0.26756057143211365 (0.23076858477933065) | > loss_disc_real_3: 0.2561328709125519 (0.2530023739451454) | > loss_disc_real_4: 0.2425442337989807 (0.23539978194804417) | > loss_disc_real_5: 0.27369633316993713 (0.2373745356287275) | > loss_0: 2.3969647884368896 (2.375777153741746) | > loss_gen: 2.5820999145507812 (2.528939417430333) | > loss_kl: 3.015171766281128 (3.0058907667795816) | > loss_feat: 6.108295440673828 (7.109982081821987) | > loss_mel: 15.292668342590332 (17.6379945845831) | > loss_duration: 2.161888360977173 (2.361515079225813) | > loss_1: 29.160123825073242 (32.644321986607146)  --> STEP: 22 | > loss_disc: 2.38568115234375 (2.3762273354963823) | > loss_disc_real_0: 0.13994503021240234 (0.14114484495737337) | > loss_disc_real_1: 0.1884559988975525 (0.22233952310952274) | > loss_disc_real_2: 0.32669562101364136 (0.23512890460816296) | > loss_disc_real_3: 0.26749923825263977 (0.2536613223227588) | > loss_disc_real_4: 0.26464974880218506 (0.23672932589595969) | > loss_disc_real_5: 0.25558438897132874 (0.23820225623520938) | > loss_0: 2.38568115234375 (2.3762273354963823) | > loss_gen: 2.6843183040618896 (2.5360020940954033) | > loss_kl: 2.5809214115142822 (2.9865739779038862) | > loss_feat: 7.281006813049316 (7.117755933241411) | > loss_mel: 19.032840728759766 (17.701396682045676) | > loss_duration: 2.2022523880004883 (2.3542758659882983) | > loss_1: 33.78133773803711 (32.696004520763054)  --> STEP: 23 | > loss_disc: 2.287787675857544 (2.372382132903389) | > loss_disc_real_0: 0.14971746504306793 (0.14151756756979486) | > loss_disc_real_1: 0.24609607458114624 (0.22337241665176724) | > loss_disc_real_2: 0.24808743596076965 (0.23569231901479804) | > loss_disc_real_3: 0.23033764958381653 (0.2526472495949787) | > loss_disc_real_4: 0.205775648355484 (0.23538351382898248) | > loss_disc_real_5: 0.18930795788764954 (0.2360764171766198) | > loss_0: 2.287787675857544 (2.372382132903389) | > loss_gen: 2.596914291381836 (2.5386504504991616) | > loss_kl: 2.3256170749664307 (2.9578367212544316) | > loss_feat: 5.353572368621826 (7.041052299997081) | > loss_mel: 16.166458129882812 (17.634660223255988) | > loss_duration: 2.2810261249542236 (2.3510910946389907) | > loss_1: 28.723588943481445 (32.52329080001168)  --> STEP: 24 | > loss_disc: 2.2295725345611572 (2.366431732972463) | > loss_disc_real_0: 0.1169339120388031 (0.14049324858933687) | > loss_disc_real_1: 0.21697767078876495 (0.22310596890747547) | > loss_disc_real_2: 0.24914567172527313 (0.2362528753777345) | > loss_disc_real_3: 0.28028836846351624 (0.25379896288116777) | > loss_disc_real_4: 0.24613378942012787 (0.23583144197861353) | > loss_disc_real_5: 0.17198430001735687 (0.23340591229498386) | > loss_0: 2.2295725345611572 (2.366431732972463) | > loss_gen: 2.7220511436462402 (2.5462921460469565) | > loss_kl: 2.3974404335021973 (2.9344868759314218) | > loss_feat: 8.310751914978027 (7.093956450621287) | > loss_mel: 17.322284698486328 (17.621644576390587) | > loss_duration: 2.4138593673706055 (2.353706439336141) | > loss_1: 33.16638946533203 (32.55008657773336)  --> STEP: 25 | > loss_disc: 2.3018076419830322 (2.363846769332886) | > loss_disc_real_0: 0.0733739361166954 (0.1378084760904312) | > loss_disc_real_1: 0.21856671571731567 (0.22292439877986908) | > loss_disc_real_2: 0.18896357715129852 (0.23436130344867706) | > loss_disc_real_3: 0.2439832091331482 (0.25340633273124696) | > loss_disc_real_4: 0.19164876639842987 (0.23406413495540618) | > loss_disc_real_5: 0.2037958949804306 (0.23222151160240173) | > loss_0: 2.3018076419830322 (2.363846769332886) | > loss_gen: 2.215517997741699 (2.5330611801147462) | > loss_kl: 2.809183120727539 (2.9294747257232667) | > loss_feat: 6.8407063484191895 (7.0838264465332035) | > loss_mel: 15.314414024353027 (17.529355354309086) | > loss_duration: 2.3324036598205566 (2.3528543281555176) | > loss_1: 29.512224197387695 (32.42857208251953)  --> STEP: 26 | > loss_disc: 3.1722841262817383 (2.3949405138309188) | > loss_disc_real_0: 0.7241286635398865 (0.1603592525307949) | > loss_disc_real_1: 0.29923754930496216 (0.22585951995391113) | > loss_disc_real_2: 0.2670179605484009 (0.23561732872174337) | > loss_disc_real_3: 0.23626884818077087 (0.2527471987100748) | > loss_disc_real_4: 0.3139737844467163 (0.23713758301276427) | > loss_disc_real_5: 0.23187260329723358 (0.23220809205220297) | > loss_0: 3.1722841262817383 (2.3949405138309188) | > loss_gen: 2.3595125675201416 (2.526386233476492) | > loss_kl: 2.1898837089538574 (2.9010289173859816) | > loss_feat: 5.130922794342041 (7.008714767602774) | > loss_mel: 16.710487365722656 (17.497860431671146) | > loss_duration: 2.310903549194336 (2.3512408366570106) | > loss_1: 28.701709747314453 (32.28523122347318) --> EVAL PERFORMANCE | > avg_loader_time: 0.00252073544722337 (+0.0001252889633178711) | > avg_loss_disc: 2.3949405138309188 (-0.010135219647334104) | > avg_loss_disc_real_0: 0.1603592525307949 (+0.04644698076523268) | > avg_loss_disc_real_1: 0.22585951995391113 (+0.032194341031404644) | > avg_loss_disc_real_2: 0.23561732872174337 (+0.02338582621170926) | > avg_loss_disc_real_3: 0.2527471987100748 (+0.02772691616645226) | > avg_loss_disc_real_4: 0.23713758301276427 (+0.034574686907804936) | > avg_loss_disc_real_5: 0.23220809205220297 (+0.0036381500271650546) | > avg_loss_0: 2.3949405138309188 (-0.010135219647334104) | > avg_loss_gen: 2.526386233476492 (+0.27327545789571905) | > avg_loss_kl: 2.9010289173859816 (+0.10474231609931373) | > avg_loss_feat: 7.008714767602774 (+0.20931557508615306) | > avg_loss_mel: 17.497860431671146 (-0.05873357332669471) | > avg_loss_duration: 2.3512408366570106 (+0.017127752304077593) | > avg_loss_1: 32.28523122347318 (+0.5457275097186667)  > EPOCH: 683/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:22:24)   --> TIME: 2024-06-11 21:22:29 -- STEP: 9/330 -- GLOBAL_STEP: 313400 | > loss_disc: 2.376591205596924 (2.3288482560051813) | > loss_disc_real_0: 0.09857145696878433 (0.10477011650800705) | > loss_disc_real_1: 0.19758880138397217 (0.18788877626260123) | > loss_disc_real_2: 0.20554883778095245 (0.2048533194594913) | > loss_disc_real_3: 0.22545580565929413 (0.2271480162938436) | > loss_disc_real_4: 0.2287587970495224 (0.23915009200572968) | > loss_disc_real_5: 0.23774971067905426 (0.23206994930903116) | > loss_0: 2.376591205596924 (2.3288482560051813) | > grad_norm_0: tensor(8.1065, device='cuda:0') (tensor(7.2817, device='cuda:0')) | > loss_gen: 2.585118293762207 (2.500763495763143) | > loss_kl: 1.7774195671081543 (1.9868296517266169) | > loss_feat: 7.073581218719482 (6.847340689765082) | > loss_mel: 17.72658920288086 (17.83145883348253) | > loss_duration: 2.0833635330200195 (2.1285614702436657) | > loss_1: 31.246070861816406 (31.29495408799913) | > grad_norm_1: tensor(90.3373, device='cuda:0') (tensor(69.0750, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3685 (0.37791895866394043) | > loader_time: 0.0034 (0.003604729970296224)  --> TIME: 2024-06-11 21:22:38 -- STEP: 34/330 -- GLOBAL_STEP: 313425 | > loss_disc: 2.304199695587158 (2.343407406526454) | > loss_disc_real_0: 0.1110902950167656 (0.10818244659287088) | > loss_disc_real_1: 0.17233800888061523 (0.19814741129384322) | > loss_disc_real_2: 0.20120109617710114 (0.20943585914724014) | > loss_disc_real_3: 0.2243427336215973 (0.22523739627178976) | > loss_disc_real_4: 0.20910510420799255 (0.22937834219020956) | > loss_disc_real_5: 0.19870898127555847 (0.2236701372791739) | > loss_0: 2.304199695587158 (2.343407406526454) | > grad_norm_0: tensor(7.0601, device='cuda:0') (tensor(8.7141, device='cuda:0')) | > loss_gen: 2.5539162158966064 (2.4782981942681706) | > loss_kl: 1.9412078857421875 (1.9691125119433683) | > loss_feat: 7.502277851104736 (6.903203767888686) | > loss_mel: 17.543533325195312 (17.556657398448266) | > loss_duration: 2.013352394104004 (2.0257040227160736) | > loss_1: 31.55428695678711 (30.9329756007475) | > grad_norm_1: tensor(54.4570, device='cuda:0') (tensor(88.6823, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3752 (0.3732830075656666) | > loader_time: 0.0038 (0.0036522851270787858)  --> TIME: 2024-06-11 21:22:47 -- STEP: 59/330 -- GLOBAL_STEP: 313450 | > loss_disc: 2.3360602855682373 (2.348612563084748) | > loss_disc_real_0: 0.09550096839666367 (0.11105085612606194) | > loss_disc_real_1: 0.18353518843650818 (0.1987779433444395) | > loss_disc_real_2: 0.21474267542362213 (0.20887560283733628) | > loss_disc_real_3: 0.21478450298309326 (0.226920317542755) | > loss_disc_real_4: 0.2214595079421997 (0.23155685476327348) | > loss_disc_real_5: 0.23082174360752106 (0.22409732387227527) | > loss_0: 2.3360602855682373 (2.348612563084748) | > grad_norm_0: tensor(8.4743, device='cuda:0') (tensor(8.4911, device='cuda:0')) | > loss_gen: 2.489450454711914 (2.4837889994605113) | > loss_kl: 2.1248257160186768 (1.9643097024852947) | > loss_feat: 6.608551979064941 (6.963482226355601) | > loss_mel: 15.976442337036133 (17.394739538936292) | > loss_duration: 1.9636833667755127 (2.003156538737021) | > loss_1: 29.162954330444336 (30.809476755433163) | > grad_norm_1: tensor(54.0561, device='cuda:0') (tensor(82.3835, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3734 (0.36988891181299244) | > loader_time: 0.0036 (0.003679703857939122)  --> TIME: 2024-06-11 21:22:57 -- STEP: 84/330 -- GLOBAL_STEP: 313475 | > loss_disc: 2.4890918731689453 (2.368675876231421) | > loss_disc_real_0: 0.1744745373725891 (0.11383254413626023) | > loss_disc_real_1: 0.22604097425937653 (0.20081006540429028) | > loss_disc_real_2: 0.21621385216712952 (0.2111930190807297) | > loss_disc_real_3: 0.250398188829422 (0.2293013030929225) | > loss_disc_real_4: 0.25044527649879456 (0.2320492315505232) | > loss_disc_real_5: 0.23250225186347961 (0.22396358226736388) | > loss_0: 2.4890918731689453 (2.368675876231421) | > grad_norm_0: tensor(12.7415, device='cuda:0') (tensor(9.4937, device='cuda:0')) | > loss_gen: 2.341646909713745 (2.47234278633481) | > loss_kl: 2.006211042404175 (1.9832581409386225) | > loss_feat: 6.364355564117432 (6.9800145626068115) | > loss_mel: 16.760541915893555 (17.425447850000296) | > loss_duration: 2.065176010131836 (1.9961187811124885) | > loss_1: 29.53792953491211 (30.85718195778983) | > grad_norm_1: tensor(105.0302, device='cuda:0') (tensor(93.6859, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3567 (0.3710210067885263) | > loader_time: 0.0037 (0.00372114067985898)  --> TIME: 2024-06-11 21:23:06 -- STEP: 109/330 -- GLOBAL_STEP: 313500 | > loss_disc: 2.498434543609619 (2.3706890530542495) | > loss_disc_real_0: 0.1671941578388214 (0.11462966492826786) | > loss_disc_real_1: 0.22880159318447113 (0.20060454144937187) | > loss_disc_real_2: 0.20198699831962585 (0.21144097250535948) | > loss_disc_real_3: 0.21342869102954865 (0.22811517092066075) | > loss_disc_real_4: 0.22669798135757446 (0.23177074128334677) | > loss_disc_real_5: 0.23078523576259613 (0.2242551836945595) | > loss_0: 2.498434543609619 (2.3706890530542495) | > grad_norm_0: tensor(8.1346, device='cuda:0') (tensor(9.9101, device='cuda:0')) | > loss_gen: 2.38970685005188 (2.470173881688249) | > loss_kl: 2.0276098251342773 (1.992596080543798) | > loss_feat: 6.8969011306762695 (6.943467735150539) | > loss_mel: 17.35146713256836 (17.402940050177623) | > loss_duration: 1.9420565366744995 (1.9975974461354242) | > loss_1: 30.607742309570312 (30.806775154323752) | > grad_norm_1: tensor(134.4483, device='cuda:0') (tensor(101.2048, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3714 (0.37071775296412485) | > loader_time: 0.0041 (0.0037789629140031447) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_313500.pth  --> TIME: 2024-06-11 21:23:21 -- STEP: 134/330 -- GLOBAL_STEP: 313525 | > loss_disc: 2.2381980419158936 (2.3750320174800814) | > loss_disc_real_0: 0.1127721294760704 (0.11611149674142475) | > loss_disc_real_1: 0.21502874791622162 (0.20128436798035215) | > loss_disc_real_2: 0.17456655204296112 (0.21166191294566908) | > loss_disc_real_3: 0.1855078786611557 (0.22907145732819145) | > loss_disc_real_4: 0.18837593495845795 (0.2324583761727632) | > loss_disc_real_5: 0.17832787334918976 (0.22460212636349802) | > loss_0: 2.2381980419158936 (2.3750320174800814) | > grad_norm_0: tensor(8.1092, device='cuda:0') (tensor(10.1901, device='cuda:0')) | > loss_gen: 2.5564818382263184 (2.467936149284021) | > loss_kl: 1.9849417209625244 (1.9985833559463273) | > loss_feat: 7.55659294128418 (6.9290787034959935) | > loss_mel: 17.481611251831055 (17.43150453425166) | > loss_duration: 2.0261459350585938 (2.001620462581293) | > loss_1: 31.60577392578125 (30.828723181539505) | > grad_norm_1: tensor(150.3492, device='cuda:0') (tensor(101.1350, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3761 (0.37319899317043936) | > loader_time: 0.004 (0.003850541897674105)  --> TIME: 2024-06-11 21:23:31 -- STEP: 159/330 -- GLOBAL_STEP: 313550 | > loss_disc: 2.394256591796875 (2.375510716588241) | > loss_disc_real_0: 0.10059797763824463 (0.11726194894257581) | > loss_disc_real_1: 0.1625056266784668 (0.20036344764367595) | > loss_disc_real_2: 0.17949724197387695 (0.21242837064296194) | > loss_disc_real_3: 0.24160026013851166 (0.22933300139394197) | > loss_disc_real_4: 0.26240813732147217 (0.23183446466547888) | > loss_disc_real_5: 0.2354271560907364 (0.2239465300204619) | > loss_0: 2.394256591796875 (2.375510716588241) | > grad_norm_0: tensor(16.1649, device='cuda:0') (tensor(10.8489, device='cuda:0')) | > loss_gen: 2.422727584838867 (2.4661544253991097) | > loss_kl: 2.1310410499572754 (2.00392795583737) | > loss_feat: 6.65377140045166 (6.931738823464832) | > loss_mel: 17.056846618652344 (17.451166980671434) | > loss_duration: 2.024524688720703 (2.0050608676934387) | > loss_1: 30.288911819458008 (30.858049032823097) | > grad_norm_1: tensor(70.6391, device='cuda:0') (tensor(105.8030, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.385 (0.37557892079623245) | > loader_time: 0.0049 (0.003970796956956011)  --> TIME: 2024-06-11 21:23:41 -- STEP: 184/330 -- GLOBAL_STEP: 313575 | > loss_disc: 2.4168403148651123 (2.3743111828099117) | > loss_disc_real_0: 0.15351006388664246 (0.11774132637630987) | > loss_disc_real_1: 0.16229666769504547 (0.2014088272724463) | > loss_disc_real_2: 0.21795080602169037 (0.2121116105143143) | > loss_disc_real_3: 0.24981294572353363 (0.22877778428728165) | > loss_disc_real_4: 0.23073816299438477 (0.23140463767492253) | > loss_disc_real_5: 0.22346244752407074 (0.22370583029544872) | > loss_0: 2.4168403148651123 (2.3743111828099117) | > grad_norm_0: tensor(42.5918, device='cuda:0') (tensor(12.6095, device='cuda:0')) | > loss_gen: 2.4686102867126465 (2.4686639101608945) | > loss_kl: 2.0471091270446777 (2.0066269325173423) | > loss_feat: 6.441051483154297 (6.916471372479978) | > loss_mel: 16.98716926574707 (17.401820758114695) | > loss_duration: 2.049323320388794 (2.011948945729629) | > loss_1: 29.99326515197754 (30.805531895678975) | > grad_norm_1: tensor(197.9249, device='cuda:0') (tensor(128.9966, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.3965 (0.37731709558030835) | > loader_time: 0.0042 (0.0040516775587330685)  --> TIME: 2024-06-11 21:23:51 -- STEP: 209/330 -- GLOBAL_STEP: 313600 | > loss_disc: 2.341669797897339 (2.372328939620387) | > loss_disc_real_0: 0.06903332471847534 (0.11755698190280126) | > loss_disc_real_1: 0.18897700309753418 (0.2012648434872833) | > loss_disc_real_2: 0.18354587256908417 (0.21247572170205092) | > loss_disc_real_3: 0.2367456555366516 (0.22899562655168287) | > loss_disc_real_4: 0.3016454577445984 (0.2310547791599657) | > loss_disc_real_5: 0.20634497702121735 (0.2227360705296959) | > loss_0: 2.341669797897339 (2.372328939620387) | > grad_norm_0: tensor(23.3417, device='cuda:0') (tensor(14.6721, device='cuda:0')) | > loss_gen: 2.6314005851745605 (2.478521442869634) | > loss_kl: 2.023336410522461 (2.0111927102057003) | > loss_feat: 7.1617255210876465 (6.958237054815703) | > loss_mel: 17.34282112121582 (17.392981287394992) | > loss_duration: 2.1057820320129395 (2.020177017558705) | > loss_1: 31.265066146850586 (30.86110948261462) | > grad_norm_1: tensor(482.5608, device='cuda:0') (tensor(155.6211, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.4035 (0.37983037067942643) | > loader_time: 0.0056 (0.004142618635624786)  --> TIME: 2024-06-11 21:24:01 -- STEP: 234/330 -- GLOBAL_STEP: 313625 | > loss_disc: 2.3539488315582275 (2.370836882509736) | > loss_disc_real_0: 0.07993105053901672 (0.1183966768380159) | > loss_disc_real_1: 0.15390296280384064 (0.20074893929000598) | > loss_disc_real_2: 0.22164195775985718 (0.21224867890023777) | > loss_disc_real_3: 0.2547014057636261 (0.22899289053474736) | > loss_disc_real_4: 0.26691824197769165 (0.2308729079544035) | > loss_disc_real_5: 0.22673101723194122 (0.22338592070035446) | > loss_0: 2.3539488315582275 (2.370836882509736) | > grad_norm_0: tensor(67.9636, device='cuda:0') (tensor(17.9032, device='cuda:0')) | > loss_gen: 2.5067360401153564 (2.48714928341727) | > loss_kl: 2.0451714992523193 (2.0110537847902035) | > loss_feat: 6.548343658447266 (6.986556214145106) | > loss_mel: 16.160255432128906 (17.373989610590492) | > loss_duration: 2.0873587131500244 (2.0289339489407023) | > loss_1: 29.34786605834961 (30.88768285767645) | > grad_norm_1: tensor(642.6525, device='cuda:0') (tensor(180.2293, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.4328 (0.38334726879739356) | > loader_time: 0.0054 (0.00426052166865422)  --> TIME: 2024-06-11 21:24:12 -- STEP: 259/330 -- GLOBAL_STEP: 313650 | > loss_disc: 2.4260122776031494 (2.3706823665663075) | > loss_disc_real_0: 0.11873719096183777 (0.1190571869403469) | > loss_disc_real_1: 0.15440218150615692 (0.20031051872779967) | > loss_disc_real_2: 0.22936169803142548 (0.21235002295390978) | > loss_disc_real_3: 0.26378554105758667 (0.22902588925996803) | > loss_disc_real_4: 0.24797777831554413 (0.23085968783233157) | > loss_disc_real_5: 0.2325308918952942 (0.2228619712315011) | > loss_0: 2.4260122776031494 (2.3706823665663075) | > grad_norm_0: tensor(32.0177, device='cuda:0') (tensor(18.7095, device='cuda:0')) | > loss_gen: 2.548222064971924 (2.4852817012536486) | > loss_kl: 2.0303452014923096 (2.0122744355882936) | > loss_feat: 6.702489376068115 (6.991304202429577) | > loss_mel: 16.88316535949707 (17.339881123723217) | > loss_duration: 2.1342673301696777 (2.036862435948436) | > loss_1: 30.298490524291992 (30.865603921956538) | > grad_norm_1: tensor(133.3687, device='cuda:0') (tensor(189.0358, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.4257 (0.38753502709524973) | > loader_time: 0.0059 (0.004377070541087263)  --> TIME: 2024-06-11 21:24:24 -- STEP: 284/330 -- GLOBAL_STEP: 313675 | > loss_disc: 2.3944857120513916 (2.3725530773821006) | > loss_disc_real_0: 0.13755634427070618 (0.12005114582905048) | > loss_disc_real_1: 0.2378981113433838 (0.20046517284403387) | > loss_disc_real_2: 0.2314058244228363 (0.21240401142080065) | > loss_disc_real_3: 0.2175177037715912 (0.22900948930584208) | > loss_disc_real_4: 0.23080536723136902 (0.23129502794062587) | > loss_disc_real_5: 0.24775342643260956 (0.223401053480699) | > loss_0: 2.3944857120513916 (2.3725530773821006) | > grad_norm_0: tensor(20.0866, device='cuda:0') (tensor(18.5116, device='cuda:0')) | > loss_gen: 2.528299570083618 (2.4800099470246004) | > loss_kl: 2.0728280544281006 (2.0153444056779573) | > loss_feat: 7.7200140953063965 (6.992005079564913) | > loss_mel: 17.2261962890625 (17.287593932218957) | > loss_duration: 2.159125328063965 (2.0468344730390644) | > loss_1: 31.706462860107422 (30.821787867747563) | > grad_norm_1: tensor(276.6525, device='cuda:0') (tensor(190.3167, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.4656 (0.393121170326018) | > loader_time: 0.0064 (0.004520679023903859)  --> TIME: 2024-06-11 21:24:36 -- STEP: 309/330 -- GLOBAL_STEP: 313700 | > loss_disc: 2.3985114097595215 (2.3758034451493937) | > loss_disc_real_0: 0.15977045893669128 (0.12171969076913923) | > loss_disc_real_1: 0.18410085141658783 (0.20060574656358426) | > loss_disc_real_2: 0.19163057208061218 (0.21254692663073926) | > loss_disc_real_3: 0.2400532066822052 (0.2290763949499161) | > loss_disc_real_4: 0.22971341013908386 (0.23104206764389396) | > loss_disc_real_5: 0.2501853406429291 (0.22310583814255242) | > loss_0: 2.3985114097595215 (2.3758034451493937) | > grad_norm_0: tensor(23.3026, device='cuda:0') (tensor(19.0124, device='cuda:0')) | > loss_gen: 2.510892629623413 (2.476285378909805) | > loss_kl: 2.056584596633911 (2.0160765844641393) | > loss_feat: 6.981196403503418 (7.007208388985938) | > loss_mel: 16.318090438842773 (17.258121070738362) | > loss_duration: 2.2314701080322266 (2.058703789819022) | > loss_1: 30.098234176635742 (30.816395244166305) | > grad_norm_1: tensor(288.0343, device='cuda:0') (tensor(198.4709, device='cuda:0')) | > current_lr_0: 0.00018363260143756013 | > current_lr_1: 0.00018363260143756013 | > step_time: 0.5067 (0.40021018302942163) | > loader_time: 0.0072 (0.00469321340418942)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.833902359008789 (2.833902359008789) | > loss_disc_real_0: 0.22705551981925964 (0.22705551981925964) | > loss_disc_real_1: 0.13712000846862793 (0.13712000846862793) | > loss_disc_real_2: 0.1978960633277893 (0.1978960633277893) | > loss_disc_real_3: 0.222569540143013 (0.222569540143013) | > loss_disc_real_4: 0.28782176971435547 (0.28782176971435547) | > loss_disc_real_5: 0.3524210453033447 (0.3524210453033447) | > loss_0: 2.833902359008789 (2.833902359008789) | > loss_gen: 1.9178403615951538 (1.9178403615951538) | > loss_kl: 2.444406032562256 (2.444406032562256) | > loss_feat: 5.0873517990112305 (5.0873517990112305) | > loss_mel: 15.391412734985352 (15.391412734985352) | > loss_duration: 3.019561290740967 (3.019561290740967) | > loss_1: 27.860572814941406 (27.860572814941406)  --> STEP: 1 | > loss_disc: 2.322603702545166 (2.322603702545166) | > loss_disc_real_0: 0.088744156062603 (0.088744156062603) | > loss_disc_real_1: 0.20068666338920593 (0.20068666338920593) | > loss_disc_real_2: 0.21683888137340546 (0.21683888137340546) | > loss_disc_real_3: 0.23757719993591309 (0.23757719993591309) | > loss_disc_real_4: 0.22689084708690643 (0.22689084708690643) | > loss_disc_real_5: 0.2623618245124817 (0.2623618245124817) | > loss_0: 2.322603702545166 (2.322603702545166) | > loss_gen: 2.2577149868011475 (2.2577149868011475) | > loss_kl: 2.3844714164733887 (2.3844714164733887) | > loss_feat: 4.75415563583374 (4.75415563583374) | > loss_mel: 17.0139217376709 (17.0139217376709) | > loss_duration: 2.4193925857543945 (2.4193925857543945) | > loss_1: 28.82965850830078 (28.82965850830078)  --> STEP: 2 | > loss_disc: 2.2837977409362793 (2.3032007217407227) | > loss_disc_real_0: 0.12050403654575348 (0.10462409630417824) | > loss_disc_real_1: 0.13769282400608063 (0.16918974369764328) | > loss_disc_real_2: 0.22039152681827545 (0.21861520409584045) | > loss_disc_real_3: 0.26105016469955444 (0.24931368231773376) | > loss_disc_real_4: 0.24418096244335175 (0.2355359047651291) | > loss_disc_real_5: 0.2787344753742218 (0.27054814994335175) | > loss_0: 2.2837977409362793 (2.3032007217407227) | > loss_gen: 2.4090404510498047 (2.333377718925476) | > loss_kl: 2.7898919582366943 (2.5871816873550415) | > loss_feat: 5.78727912902832 (5.27071738243103) | > loss_mel: 18.76740837097168 (17.89066505432129) | > loss_duration: 2.50362229347229 (2.4615074396133423) | > loss_1: 32.25724411010742 (30.5434513092041)  --> STEP: 3 | > loss_disc: 2.263669967651367 (2.2900238037109375) | > loss_disc_real_0: 0.0673162043094635 (0.09218813230593999) | > loss_disc_real_1: 0.1796541064977646 (0.17267786463101706) | > loss_disc_real_2: 0.14309081435203552 (0.19344040751457214) | > loss_disc_real_3: 0.2073362171649933 (0.23532119393348694) | > loss_disc_real_4: 0.15925942361354828 (0.21011041104793549) | > loss_disc_real_5: 0.29160887002944946 (0.27756838997205097) | > loss_0: 2.263669967651367 (2.2900238037109375) | > loss_gen: 2.1435189247131348 (2.270091454188029) | > loss_kl: 3.5875244140625 (2.9206292629241943) | > loss_feat: 7.994863510131836 (6.178766091664632) | > loss_mel: 16.375276565551758 (17.385535558064777) | > loss_duration: 2.2649636268615723 (2.3959928353627524) | > loss_1: 32.366146087646484 (31.151016235351562)  --> STEP: 4 | > loss_disc: 2.3122663497924805 (2.2955844402313232) | > loss_disc_real_0: 0.09853188693523407 (0.09377407096326351) | > loss_disc_real_1: 0.2019537091255188 (0.1799968257546425) | > loss_disc_real_2: 0.21818824112415314 (0.1996273659169674) | > loss_disc_real_3: 0.24817009270191193 (0.23853341862559319) | > loss_disc_real_4: 0.18352141976356506 (0.20346316322684288) | > loss_disc_real_5: 0.20946799218654633 (0.2605432905256748) | > loss_0: 2.3122663497924805 (2.2955844402313232) | > loss_gen: 2.334285259246826 (2.2861399054527283) | > loss_kl: 3.350048065185547 (3.0279839634895325) | > loss_feat: 6.963610649108887 (6.374977231025696) | > loss_mel: 19.549354553222656 (17.926490306854248) | > loss_duration: 2.260669708251953 (2.3621620535850525) | > loss_1: 34.457969665527344 (31.977754592895508)  --> STEP: 5 | > loss_disc: 2.3740785121917725 (2.311283254623413) | > loss_disc_real_0: 0.10719926655292511 (0.09645911008119583) | > loss_disc_real_1: 0.20823659002780914 (0.1856447786092758) | > loss_disc_real_2: 0.21461662650108337 (0.20262521803379058) | > loss_disc_real_3: 0.27557578682899475 (0.2459418922662735) | > loss_disc_real_4: 0.2390872985124588 (0.21058799028396608) | > loss_disc_real_5: 0.25543129444122314 (0.2595208913087845) | > loss_0: 2.3740785121917725 (2.311283254623413) | > loss_gen: 2.36336088180542 (2.3015841007232667) | > loss_kl: 2.5780327320098877 (2.9379937171936037) | > loss_feat: 4.988903522491455 (6.097762489318848) | > loss_mel: 18.61760902404785 (18.06471405029297) | > loss_duration: 2.4214634895324707 (2.374022340774536) | > loss_1: 30.969369888305664 (31.776077651977538)  --> STEP: 6 | > loss_disc: 2.423170566558838 (2.329931139945984) | > loss_disc_real_0: 0.16326165199279785 (0.10759286706646283) | > loss_disc_real_1: 0.19488133490085602 (0.18718420465787253) | > loss_disc_real_2: 0.21551159024238586 (0.20477294673522314) | > loss_disc_real_3: 0.24245744943618774 (0.24536115179459253) | > loss_disc_real_4: 0.217076376080513 (0.21166938791672388) | > loss_disc_real_5: 0.1986434906721115 (0.249374657869339) | > loss_0: 2.423170566558838 (2.329931139945984) | > loss_gen: 2.3142027854919434 (2.3036872148513794) | > loss_kl: 3.3946216106414795 (3.014098366101583) | > loss_feat: 5.429403305053711 (5.986369291941325) | > loss_mel: 19.318012237548828 (18.273597081502277) | > loss_duration: 2.149301528930664 (2.3365688721338906) | > loss_1: 32.60554122924805 (31.914321581522625)  --> STEP: 7 | > loss_disc: 2.218451738357544 (2.314005511147635) | > loss_disc_real_0: 0.056988298892974854 (0.10036364304167884) | > loss_disc_real_1: 0.18672534823417664 (0.18711865374020167) | > loss_disc_real_2: 0.2296103835105896 (0.2083211519888469) | > loss_disc_real_3: 0.23429036140441895 (0.24377961031028203) | > loss_disc_real_4: 0.1918681412935257 (0.20884063839912415) | > loss_disc_real_5: 0.22091858088970184 (0.24530950401510512) | > loss_0: 2.218451738357544 (2.314005511147635) | > loss_gen: 2.4296085834503174 (2.3216759817940846) | > loss_kl: 4.103088855743408 (3.169668436050415) | > loss_feat: 7.104061603546143 (6.146039622170584) | > loss_mel: 16.884971618652344 (18.07522201538086) | > loss_duration: 2.530731201171875 (2.3643063477107455) | > loss_1: 33.052459716796875 (32.07691274370466)  --> STEP: 8 | > loss_disc: 2.2653560638427734 (2.3079243302345276) | > loss_disc_real_0: 0.13083001971244812 (0.104171940125525) | > loss_disc_real_1: 0.12901487946510315 (0.17985568195581436) | > loss_disc_real_2: 0.15031597018241882 (0.2010705042630434) | > loss_disc_real_3: 0.1751653403043747 (0.2352028265595436) | > loss_disc_real_4: 0.1168542429804802 (0.19734233897179365) | > loss_disc_real_5: 0.1983429193496704 (0.23943868093192577) | > loss_0: 2.2653560638427734 (2.3079243302345276) | > loss_gen: 2.184272527694702 (2.304500550031662) | > loss_kl: 3.0363988876342773 (3.153009742498398) | > loss_feat: 11.724905014038086 (6.843397796154022) | > loss_mel: 19.82451820373535 (18.29388403892517) | > loss_duration: 2.28525972366333 (2.3544255197048187) | > loss_1: 39.055355072021484 (32.94921803474426)  --> STEP: 9 | > loss_disc: 2.441404342651367 (2.3227554427252874) | > loss_disc_real_0: 0.14935541152954102 (0.10919232583708233) | > loss_disc_real_1: 0.1441708505153656 (0.1758907006846534) | > loss_disc_real_2: 0.18652835488319397 (0.19945470988750458) | > loss_disc_real_3: 0.1824100762605667 (0.22933696541521284) | > loss_disc_real_4: 0.17974026501178741 (0.19538655297623742) | > loss_disc_real_5: 0.16310584545135498 (0.2309572547674179) | > loss_0: 2.441404342651367 (2.3227554427252874) | > loss_gen: 1.9823492765426636 (2.26870596408844) | > loss_kl: 2.5971693992614746 (3.091249704360962) | > loss_feat: 9.690828323364258 (7.1597789658440485) | > loss_mel: 19.91189193725586 (18.473662694295246) | > loss_duration: 2.1656134128570557 (2.333446396721734) | > loss_1: 36.34785461425781 (33.32684432135688)  --> STEP: 10 | > loss_disc: 2.456897497177124 (2.336169648170471) | > loss_disc_real_0: 0.07883010059595108 (0.10615610331296921) | > loss_disc_real_1: 0.20384453237056732 (0.17868608385324478) | > loss_disc_real_2: 0.17104896903038025 (0.19661413580179216) | > loss_disc_real_3: 0.21551725268363953 (0.2279549941420555) | > loss_disc_real_4: 0.2150486409664154 (0.1973527617752552) | > loss_disc_real_5: 0.32988572120666504 (0.2408501014113426) | > loss_0: 2.456897497177124 (2.336169648170471) | > loss_gen: 2.044895887374878 (2.2463249564170837) | > loss_kl: 2.731628656387329 (3.0552875995635986) | > loss_feat: 5.3030829429626465 (6.974109363555908) | > loss_mel: 16.501543045043945 (18.27645072937012) | > loss_duration: 2.324787139892578 (2.3325804710388183) | > loss_1: 28.90593719482422 (32.88475360870361)  --> STEP: 11 | > loss_disc: 2.492014169692993 (2.350337331945246) | > loss_disc_real_0: 0.1234874501824379 (0.10773168030110272) | > loss_disc_real_1: 0.15686620771884918 (0.17670245875011792) | > loss_disc_real_2: 0.18339210748672485 (0.19541213322769513) | > loss_disc_real_3: 0.23381809890270233 (0.22848800366575067) | > loss_disc_real_4: 0.20346885919570923 (0.19790877063166012) | > loss_disc_real_5: 0.29767906665802 (0.24601637097922238) | > loss_0: 2.492014169692993 (2.350337331945246) | > loss_gen: 2.067671775817871 (2.2300837581807915) | > loss_kl: 3.8184385299682617 (3.1246649568731133) | > loss_feat: 6.54503059387207 (6.9351022026755595) | > loss_mel: 17.053050994873047 (18.165232571688566) | > loss_duration: 2.5379629135131836 (2.3512516021728516) | > loss_1: 32.02215576171875 (32.80633562261408)  --> STEP: 12 | > loss_disc: 2.6287689208984375 (2.3735399643580117) | > loss_disc_real_0: 0.13312935829162598 (0.10984815346697967) | > loss_disc_real_1: 0.1380424201488495 (0.17348078886667886) | > loss_disc_real_2: 0.14817844331264496 (0.19147599240144095) | > loss_disc_real_3: 0.2542446553707123 (0.2306343913078308) | > loss_disc_real_4: 0.21133892238140106 (0.19902794994413853) | > loss_disc_real_5: 0.2574031949043274 (0.24696527297298113) | > loss_0: 2.6287689208984375 (2.3735399643580117) | > loss_gen: 1.8494502305984497 (2.1983642975489297) | > loss_kl: 2.68017315864563 (3.08762397368749) | > loss_feat: 4.960671901702881 (6.770566344261169) | > loss_mel: 15.03964614868164 (17.90476703643799) | > loss_duration: 2.26996111869812 (2.344477395216624) | > loss_1: 26.799903869628906 (32.30579964319865)  --> STEP: 13 | > loss_disc: 2.4458670616149902 (2.3791035872239332) | > loss_disc_real_0: 0.14277870953083038 (0.11238127316419895) | > loss_disc_real_1: 0.20798027515411377 (0.17613459550417387) | > loss_disc_real_2: 0.24662187695503235 (0.19571798352094796) | > loss_disc_real_3: 0.22223179042339325 (0.22998803739364332) | > loss_disc_real_4: 0.22988612949848175 (0.2014016560637034) | > loss_disc_real_5: 0.2519034743309021 (0.24734513461589813) | > loss_0: 2.4458670616149902 (2.3791035872239332) | > loss_gen: 2.347778558731079 (2.209857702255249) | > loss_kl: 2.966960906982422 (3.0783421993255615) | > loss_feat: 5.944526672363281 (6.707024831038255) | > loss_mel: 15.287923812866211 (17.703471403855545) | > loss_duration: 2.1559953689575195 (2.3299787778120775) | > loss_1: 28.70318603515625 (32.02867551950308)  --> STEP: 14 | > loss_disc: 2.5429744720458984 (2.390808650425502) | > loss_disc_real_0: 0.1144460067152977 (0.11252875413213458) | > loss_disc_real_1: 0.11930769681930542 (0.17207553131239756) | > loss_disc_real_2: 0.22949570417404175 (0.19813067785331182) | > loss_disc_real_3: 0.23342293500900269 (0.23023338722331183) | > loss_disc_real_4: 0.20279674232006073 (0.20150130508201464) | > loss_disc_real_5: 0.2273748219013214 (0.24591868370771408) | > loss_0: 2.5429744720458984 (2.390808650425502) | > loss_gen: 1.9957175254821777 (2.1945619753428867) | > loss_kl: 3.543426513671875 (3.111562507493155) | > loss_feat: 5.310328483581543 (6.6072608062199185) | > loss_mel: 19.591901779174805 (17.83835928780692) | > loss_duration: 2.450260877609253 (2.3385703563690186) | > loss_1: 32.89163589477539 (32.09031554630825)  --> STEP: 15 | > loss_disc: 2.638444662094116 (2.4073177178700766) | > loss_disc_real_0: 0.11148080229759216 (0.11245889067649842) | > loss_disc_real_1: 0.16437433660030365 (0.1715621183315913) | > loss_disc_real_2: 0.17526021599769592 (0.19660598039627075) | > loss_disc_real_3: 0.22957772016525269 (0.23018967608610788) | > loss_disc_real_4: 0.25134408473968506 (0.20482415705919266) | > loss_disc_real_5: 0.25586819648742676 (0.24658198455969493) | > loss_0: 2.638444662094116 (2.4073177178700766) | > loss_gen: 1.7969268560409546 (2.1680529673894244) | > loss_kl: 3.6185874938964844 (3.1453641732533772) | > loss_feat: 4.353658199310303 (6.457020632425944) | > loss_mel: 14.4058256149292 (17.609523709615072) | > loss_duration: 2.3991403579711914 (2.34260835647583) | > loss_1: 26.574138641357422 (31.722570419311523)  --> STEP: 16 | > loss_disc: 2.6372570991516113 (2.4216889292001724) | > loss_disc_real_0: 0.21085403859615326 (0.11860858742147684) | > loss_disc_real_1: 0.20363692939281464 (0.17356679402291775) | > loss_disc_real_2: 0.17066459357738495 (0.1949846437200904) | > loss_disc_real_3: 0.2627124488353729 (0.23222234938293695) | > loss_disc_real_4: 0.22333011031150818 (0.20598077913746238) | > loss_disc_real_5: 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(3.0745073627023136) | > loss_feat: 4.760532379150391 (6.377258384928984) | > loss_mel: 16.03970718383789 (17.483476133907544) | > loss_duration: 2.429797887802124 (2.3501824070425594) | > loss_1: 27.796924591064453 (31.45009927188649)  --> STEP: 18 | > loss_disc: 1.9406943321228027 (2.399520013067457) | > loss_disc_real_0: 0.050238776952028275 (0.11603264862464534) | > loss_disc_real_1: 0.075838103890419 (0.1696243029501703) | > loss_disc_real_2: 0.13082465529441833 (0.1948424768116739) | > loss_disc_real_3: 0.1644621193408966 (0.22685275144047207) | > loss_disc_real_4: 0.119911327958107 (0.20192576241162088) | > loss_disc_real_5: 0.11009694635868073 (0.24452086289723715) | > loss_0: 1.9406943321228027 (2.399520013067457) | > loss_gen: 2.1649677753448486 (2.1646907925605774) | > loss_kl: 3.0317013263702393 (3.072129249572754) | > loss_feat: 9.783551216125488 (6.566496875551012) | > loss_mel: 19.400894165039062 (17.589999357859295) | > loss_duration: 2.286440849304199 (2.3466412093904285) | > loss_1: 36.66755676269531 (31.73995802137587)  --> STEP: 19 | > loss_disc: 2.63712477684021 (2.412025526950234) | > loss_disc_real_0: 0.11867727339267731 (0.11617183940191018) | > loss_disc_real_1: 0.17312701046466827 (0.16980865597724915) | > loss_disc_real_2: 0.1987399011850357 (0.19504760441027189) | > loss_disc_real_3: 0.3338082432746887 (0.23248198785279928) | > loss_disc_real_4: 0.24663695693016052 (0.20427898317575455) | > loss_disc_real_5: 0.2645847797393799 (0.2455768585205078) | > loss_0: 2.63712477684021 (2.412025526950234) | > loss_gen: 2.1968202590942383 (2.1663818171149805) | > loss_kl: 2.1370885372161865 (3.022916580501356) | > loss_feat: 6.496335506439209 (6.562804171913548) | > loss_mel: 16.92841148376465 (17.55517894343326) | > loss_duration: 2.3271780014038086 (2.3456168300227116) | > loss_1: 30.085834503173828 (31.65289888883892)  --> STEP: 20 | > loss_disc: 2.516005754470825 (2.4172245383262636) | > loss_disc_real_0: 0.18062245845794678 (0.11939437035471201) | > loss_disc_real_1: 0.16021819412708282 (0.16932913288474083) | > loss_disc_real_2: 0.20222952961921692 (0.19540670067071914) | > loss_disc_real_3: 0.24399547278881073 (0.23305766209959983) | > loss_disc_real_4: 0.20984117686748505 (0.20455709286034107) | > loss_disc_real_5: 0.19914937019348145 (0.24325548410415648) | > loss_0: 2.516005754470825 (2.4172245383262636) | > loss_gen: 2.0385231971740723 (2.1599888861179353) | > loss_kl: 2.206162214279175 (2.9820788621902468) | > loss_feat: 5.086268901824951 (6.488977408409118) | > loss_mel: 19.19767951965332 (17.63730397224426) | > loss_duration: 2.3223624229431152 (2.3444541096687317) | > loss_1: 30.850996017456055 (31.612803745269776)  --> STEP: 21 | > loss_disc: 2.4804434776306152 (2.420234964007423) | > loss_disc_real_0: 0.1365039348602295 (0.12020911152164142) | > loss_disc_real_1: 0.24627350270748138 (0.17299315049534753) | > loss_disc_real_2: 0.23062245547771454 (0.19708364137581416) | > loss_disc_real_3: 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loss_0: 2.5354185104370117 (2.4254705797542226) | > loss_gen: 2.22627592086792 (2.1668136607516897) | > loss_kl: 2.4227325916290283 (2.9332139708779077) | > loss_feat: 6.936514854431152 (6.446239818226207) | > loss_mel: 19.283727645874023 (17.579711047085848) | > loss_duration: 2.21443510055542 (2.3301628936420786) | > loss_1: 33.08368682861328 (31.456141905351117)  --> STEP: 23 | > loss_disc: 2.2992303371429443 (2.419981873553732) | > loss_disc_real_0: 0.07660648226737976 (0.11698451460055682) | > loss_disc_real_1: 0.20698106288909912 (0.17420916518439417) | > loss_disc_real_2: 0.16174300014972687 (0.19546549670074298) | > loss_disc_real_3: 0.25317811965942383 (0.23516662872355917) | > loss_disc_real_4: 0.1798713058233261 (0.2046101621311644) | > loss_disc_real_5: 0.23145122826099396 (0.24192081067873084) | > loss_0: 2.2992303371429443 (2.419981873553732) | > loss_gen: 2.1354804039001465 (2.1654513452364053) | > loss_kl: 2.6045942306518555 (2.9189261560854702) | > loss_feat: 6.202615261077881 (6.43564744617628) | > loss_mel: 15.886812210083008 (17.506106749824855) | > loss_duration: 2.3060688972473145 (2.329115328581437) | > loss_1: 29.135570526123047 (31.355247497558594)  --> STEP: 24 | > loss_disc: 2.3231592178344727 (2.415947596232096) | > loss_disc_real_0: 0.1123092770576477 (0.11678971303626895) | > loss_disc_real_1: 0.24194243550300598 (0.177031384781003) | > loss_disc_real_2: 0.2037002593278885 (0.19580861181020737) | > loss_disc_real_3: 0.21032950282096863 (0.2341317484776179) | > loss_disc_real_4: 0.23271943628787994 (0.2057813818876942) | > loss_disc_real_5: 0.2892957329750061 (0.24389476577440897) | > loss_0: 2.3231592178344727 (2.415947596232096) | > loss_gen: 2.4869465827941895 (2.1788469801346464) | > loss_kl: 2.3694944381713867 (2.8960331678390503) | > loss_feat: 7.141615867614746 (6.46506279706955) | > loss_mel: 17.790176391601562 (17.517942984898884) | > loss_duration: 2.4075446128845215 (2.332383215427399) | > loss_1: 32.195777893066406 (31.390269597371418)  --> STEP: 25 | > loss_disc: 2.4260246753692627 (2.416350679397583) | > loss_disc_real_0: 0.09270940721035004 (0.11582650080323219) | > loss_disc_real_1: 0.19506344199180603 (0.17775266706943513) | > loss_disc_real_2: 0.20248755812644958 (0.19607576966285706) | > loss_disc_real_3: 0.23992101848125458 (0.23436331927776335) | > loss_disc_real_4: 0.19619308412075043 (0.20539784997701646) | > loss_disc_real_5: 0.31192052364349365 (0.24661579608917236) | > loss_0: 2.4260246753692627 (2.416350679397583) | > loss_gen: 2.27425479888916 (2.182663292884827) | > loss_kl: 2.8945648670196533 (2.8959744358062744) | > loss_feat: 6.267810344696045 (6.45717269897461) | > loss_mel: 16.177125930786133 (17.464310302734376) | > loss_duration: 2.385139226913452 (2.3344934558868413) | > loss_1: 29.99889373779297 (31.334614562988282)  --> STEP: 26 | > loss_disc: 2.9185903072357178 (2.4356675881605883) | > loss_disc_real_0: 0.22245699167251587 (0.11992767352897388) | > loss_disc_real_1: 0.17003744840621948 (0.17745592789008066) | > loss_disc_real_2: 0.2853327691555023 (0.19950873118180495) | > loss_disc_real_3: 0.22498975694179535 (0.23400279764945692) | > loss_disc_real_4: 0.2475021779537201 (0.20701724720688966) | > loss_disc_real_5: 0.20138967037200928 (0.24487632971543533) | > loss_0: 2.9185903072357178 (2.4356675881605883) | > loss_gen: 1.78127920627594 (2.16722544339987) | > loss_kl: 2.5300281047821045 (2.8818995769207296) | > loss_feat: 6.124486923217773 (6.444377092214731) | > loss_mel: 18.275745391845703 (17.495519344623272) | > loss_duration: 2.300584316253662 (2.333189258208642) | > loss_1: 31.012123107910156 (31.322211045485275) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024622128559992863 (-5.852259122408367e-05) | > avg_loss_disc: 2.4356675881605883 (+0.04072707432966949) | > avg_loss_disc_real_0: 0.11992767352897388 (-0.04043157900182101) | > avg_loss_disc_real_1: 0.17745592789008066 (-0.048403592063830464) | > avg_loss_disc_real_2: 0.19950873118180495 (-0.03610859753993842) | > avg_loss_disc_real_3: 0.23400279764945692 (-0.018744401060617866) | > avg_loss_disc_real_4: 0.20701724720688966 (-0.030120335805874615) | > avg_loss_disc_real_5: 0.24487632971543533 (+0.012668237663232357) | > avg_loss_0: 2.4356675881605883 (+0.04072707432966949) | > avg_loss_gen: 2.16722544339987 (-0.35916079007662205) | > avg_loss_kl: 2.8818995769207296 (-0.019129340465251943) | > avg_loss_feat: 6.444377092214731 (-0.5643376753880425) | > avg_loss_mel: 17.495519344623272 (-0.0023410870478741685) | > avg_loss_duration: 2.333189258208642 (-0.018051578448368577) | > avg_loss_1: 31.322211045485275 (-0.9630201779879073)  > EPOCH: 684/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:25:07)   --> TIME: 2024-06-11 21:25:10 -- STEP: 4/330 -- GLOBAL_STEP: 313725 | > loss_disc: 2.3402938842773438 (2.3372085094451904) | > loss_disc_real_0: 0.08118961751461029 (0.09646555036306381) | > loss_disc_real_1: 0.2148228883743286 (0.21018165722489357) | > loss_disc_real_2: 0.2552926540374756 (0.21177184581756592) | > loss_disc_real_3: 0.24612441658973694 (0.23427372425794601) | > loss_disc_real_4: 0.2240886390209198 (0.21020612120628357) | > loss_disc_real_5: 0.2222268283367157 (0.22434571757912636) | > loss_0: 2.3402938842773438 (2.3372085094451904) | > grad_norm_0: tensor(4.2828, device='cuda:0') (tensor(6.2037, device='cuda:0')) | > loss_gen: 2.5790815353393555 (2.523299515247345) | > loss_kl: 1.9125006198883057 (2.011042356491089) | > loss_feat: 7.0993428230285645 (6.731342315673828) | > loss_mel: 17.835309982299805 (18.14631414413452) | > loss_duration: 2.141371011734009 (2.160007417201996) | > loss_1: 31.56760597229004 (31.57200574874878) | > grad_norm_1: tensor(45.6271, device='cuda:0') (tensor(60.0958, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.358 (0.38251256942749023) | > loader_time: 0.0029 (0.0029663443565368652)  --> TIME: 2024-06-11 21:25:19 -- STEP: 29/330 -- GLOBAL_STEP: 313750 | > loss_disc: 2.276603937149048 (2.343464522526181) | > loss_disc_real_0: 0.10019446909427643 (0.10446770360757565) | > loss_disc_real_1: 0.1761816143989563 (0.19651633038603025) | > loss_disc_real_2: 0.21969963610172272 (0.21058151742507672) | > loss_disc_real_3: 0.19825100898742676 (0.2260774435668156) | > loss_disc_real_4: 0.20860886573791504 (0.22913682512168226) | > loss_disc_real_5: 0.18867291510105133 (0.22226720740055217) | > loss_0: 2.276603937149048 (2.343464522526181) | > grad_norm_0: tensor(7.0677, device='cuda:0') (tensor(7.6164, device='cuda:0')) | > loss_gen: 2.592607021331787 (2.474283004629201) | > loss_kl: 1.8841896057128906 (1.8938645042222122) | > loss_feat: 7.5071024894714355 (6.885759863360175) | > loss_mel: 17.77855110168457 (17.54191720896754) | > loss_duration: 1.9830530881881714 (2.024797139496639) | > loss_1: 31.74550437927246 (30.820621753561085) | > grad_norm_1: tensor(98.2004, device='cuda:0') (tensor(86.8237, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3393 (0.36420673337476) | > loader_time: 0.0036 (0.0035375397780845904)  --> TIME: 2024-06-11 21:25:28 -- STEP: 54/330 -- GLOBAL_STEP: 313775 | > loss_disc: 2.2902886867523193 (2.358557082988597) | > loss_disc_real_0: 0.11449357867240906 (0.10923951602092495) | > loss_disc_real_1: 0.22321808338165283 (0.19726580050256518) | > loss_disc_real_2: 0.22600287199020386 (0.21156728791969795) | > loss_disc_real_3: 0.23157399892807007 (0.22965927284072946) | > loss_disc_real_4: 0.22393427789211273 (0.23038442405285658) | > loss_disc_real_5: 0.23361220955848694 (0.2232897240254614) | > loss_0: 2.2902886867523193 (2.358557082988597) | > grad_norm_0: tensor(9.6482, device='cuda:0') (tensor(9.0406, device='cuda:0')) | > loss_gen: 2.552330493927002 (2.4741080557858504) | > loss_kl: 1.9742672443389893 (1.9090024299091763) | > loss_feat: 7.706968307495117 (6.931109869921649) | > loss_mel: 17.962345123291016 (17.52257576695195) | > loss_duration: 1.9628372192382812 (2.0013845607086473) | > loss_1: 32.158748626708984 (30.838180718598544) | > grad_norm_1: tensor(216.0188, device='cuda:0') (tensor(102.2562, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3636 (0.366519914733039) | > loader_time: 0.0034 (0.003559584970827456)  --> TIME: 2024-06-11 21:25:38 -- STEP: 79/330 -- GLOBAL_STEP: 313800 | > loss_disc: 2.452265977859497 (2.364704120008251) | > loss_disc_real_0: 0.10926780104637146 (0.11095500397908536) | > loss_disc_real_1: 0.2315664142370224 (0.19812348258646229) | > loss_disc_real_2: 0.1800188273191452 (0.21201342155661765) | > loss_disc_real_3: 0.23482850193977356 (0.2293333175438869) | > loss_disc_real_4: 0.23074620962142944 (0.23107283402092849) | > loss_disc_real_5: 0.22541886568069458 (0.2237131246660329) | > loss_0: 2.452265977859497 (2.364704120008251) | > grad_norm_0: tensor(13.6794, device='cuda:0') (tensor(10.4696, device='cuda:0')) | > loss_gen: 2.387295722961426 (2.468199787260611) | > loss_kl: 1.8818517923355103 (1.92961962011796) | > loss_feat: 6.8030829429626465 (6.9241099840478055) | > loss_mel: 17.7904052734375 (17.510852548140512) | > loss_duration: 1.9508755207061768 (1.9932002176212367) | > loss_1: 30.813512802124023 (30.82598222660113) | > grad_norm_1: tensor(192.2017, device='cuda:0') (tensor(124.2080, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3771 (0.3678231661832785) | > loader_time: 0.0037 (0.003661892082117781)  --> TIME: 2024-06-11 21:25:47 -- STEP: 104/330 -- GLOBAL_STEP: 313825 | > loss_disc: 2.475569248199463 (2.3625537844804616) | > loss_disc_real_0: 0.13577687740325928 (0.11294323607132985) | > loss_disc_real_1: 0.20948123931884766 (0.19785107557590192) | > loss_disc_real_2: 0.22164694964885712 (0.21106656870016685) | > loss_disc_real_3: 0.2343149334192276 (0.22894563855460057) | > loss_disc_real_4: 0.2487543821334839 (0.2312075520077577) | > loss_disc_real_5: 0.22944949567317963 (0.22291944161630595) | > loss_0: 2.475569248199463 (2.3625537844804616) | > grad_norm_0: tensor(13.4855, device='cuda:0') (tensor(12.7694, device='cuda:0')) | > loss_gen: 2.5778768062591553 (2.478476833838683) | > loss_kl: 2.0176806449890137 (1.939993020433646) | > loss_feat: 6.720407009124756 (6.9174682681377115) | > loss_mel: 17.603731155395508 (17.484087357154262) | > loss_duration: 2.039280414581299 (1.9953388812450268) | > loss_1: 30.95897674560547 (30.815364434168888) | > grad_norm_1: tensor(177.5887, device='cuda:0') (tensor(157.0413, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3646 (0.36743460480983425) | > loader_time: 0.0041 (0.0037543361003582296)  --> TIME: 2024-06-11 21:25:57 -- STEP: 129/330 -- GLOBAL_STEP: 313850 | > loss_disc: 2.38263201713562 (2.3636972090994663) | > loss_disc_real_0: 0.1512080579996109 (0.11420823806940122) | > loss_disc_real_1: 0.19967809319496155 (0.19704305686691934) | > loss_disc_real_2: 0.20768624544143677 (0.21112284792024036) | > loss_disc_real_3: 0.22151556611061096 (0.22973790568436764) | > loss_disc_real_4: 0.2385326623916626 (0.2305277121621509) | > loss_disc_real_5: 0.23827899992465973 (0.2228585173224294) | > loss_0: 2.38263201713562 (2.3636972090994663) | > grad_norm_0: tensor(18.0850, device='cuda:0') (tensor(16.0747, device='cuda:0')) | > loss_gen: 2.558811664581299 (2.491676182709923) | > loss_kl: 2.1146016120910645 (1.9511115717333416) | > loss_feat: 6.891275405883789 (6.962453627771185) | > loss_mel: 17.381990432739258 (17.482906755550893) | > loss_duration: 1.9941115379333496 (1.9984529498935675) | > loss_1: 30.9407901763916 (30.886601115381996) | > grad_norm_1: tensor(82.0252, device='cuda:0') (tensor(195.8371, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3812 (0.3681861448657604) | > loader_time: 0.0042 (0.003815765528715858)  --> TIME: 2024-06-11 21:26:06 -- STEP: 154/330 -- GLOBAL_STEP: 313875 | > loss_disc: 2.5331904888153076 (2.3639821990743863) | > loss_disc_real_0: 0.17680802941322327 (0.1154240392051734) | > loss_disc_real_1: 0.18904000520706177 (0.19722569859647135) | > loss_disc_real_2: 0.19276368618011475 (0.2117805170354905) | > loss_disc_real_3: 0.20718546211719513 (0.22946520159383874) | > loss_disc_real_4: 0.2060585469007492 (0.23100819254850413) | > loss_disc_real_5: 0.2114817351102829 (0.22139555341624595) | > loss_0: 2.5331904888153076 (2.3639821990743863) | > grad_norm_0: tensor(42.5320, device='cuda:0') (tensor(19.0389, device='cuda:0')) | > loss_gen: 2.2639403343200684 (2.495796598397292) | > loss_kl: 1.8896334171295166 (1.958589902171841) | > loss_feat: 6.841243267059326 (6.970105771894579) | > loss_mel: 17.142860412597656 (17.48261469060725) | > loss_duration: 2.013930320739746 (2.0014971277930518) | > loss_1: 30.151607513427734 (30.908604126471978) | > grad_norm_1: tensor(87.7290, device='cuda:0') (tensor(224.6424, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3894 (0.36997599725599406) | > loader_time: 0.004 (0.0038756766876617034)  --> TIME: 2024-06-11 21:26:16 -- STEP: 179/330 -- GLOBAL_STEP: 313900 | > loss_disc: 2.351016044616699 (2.367122588876906) | > loss_disc_real_0: 0.13264581561088562 (0.11666902550105943) | > loss_disc_real_1: 0.21116074919700623 (0.19719766196924882) | > loss_disc_real_2: 0.16463254392147064 (0.2113861601445928) | > loss_disc_real_3: 0.24246060848236084 (0.22991153098351463) | > loss_disc_real_4: 0.23230820894241333 (0.23132542999430075) | > loss_disc_real_5: 0.23104003071784973 (0.2218344784315738) | > loss_0: 2.351016044616699 (2.367122588876906) | > grad_norm_0: tensor(50.1824, device='cuda:0') (tensor(20.5796, device='cuda:0')) | > loss_gen: 2.5417280197143555 (2.4933031431123527) | > loss_kl: 2.156454086303711 (1.9692600805666194) | > loss_feat: 6.551087856292725 (6.960036933089102) | > loss_mel: 17.51090431213379 (17.450070098791716) | > loss_duration: 2.055959463119507 (2.008673378209161) | > loss_1: 30.816133499145508 (30.881343660407893) | > grad_norm_1: tensor(527.2739, device='cuda:0') (tensor(238.6525, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.3853 (0.3721944486628696) | > loader_time: 0.0045 (0.003952904120503856)  --> TIME: 2024-06-11 21:26:26 -- STEP: 204/330 -- GLOBAL_STEP: 313925 | > loss_disc: 2.383584976196289 (2.367219005145279) | > loss_disc_real_0: 0.08984087407588959 (0.1167018599077767) | > loss_disc_real_1: 0.2075628787279129 (0.19762440858518376) | > loss_disc_real_2: 0.23227030038833618 (0.21155093106276848) | > loss_disc_real_3: 0.26044413447380066 (0.23026993293680398) | > loss_disc_real_4: 0.21970196068286896 (0.23138268204296336) | > loss_disc_real_5: 0.21972842514514923 (0.2223899349862454) | > loss_0: 2.383584976196289 (2.367219005145279) | > grad_norm_0: tensor(23.1476, device='cuda:0') (tensor(22.3507, device='cuda:0')) | > loss_gen: 2.5699925422668457 (2.495046944010491) | > loss_kl: 2.09613299369812 (1.975139802577449) | > loss_feat: 6.769270420074463 (6.958655394759833) | > loss_mel: 16.88668441772461 (17.412425097297227) | > loss_duration: 2.0277786254882812 (2.0163764030325626) | > loss_1: 30.349857330322266 (30.857643660377054) | > grad_norm_1: tensor(362.0520, device='cuda:0') (tensor(256.9650, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.4052 (0.3745718867171043) | > loader_time: 0.0045 (0.0040407554776060815)  --> TIME: 2024-06-11 21:26:37 -- STEP: 229/330 -- GLOBAL_STEP: 313950 | > loss_disc: 2.2965447902679443 (2.3678085626993637) | > loss_disc_real_0: 0.0897650346159935 (0.1179198371205788) | > loss_disc_real_1: 0.17893798649311066 (0.19771638115680895) | > loss_disc_real_2: 0.1854255199432373 (0.21101783951297076) | > loss_disc_real_3: 0.21419627964496613 (0.22984956666892273) | > loss_disc_real_4: 0.24243879318237305 (0.23097624463805985) | > loss_disc_real_5: 0.2513660788536072 (0.2221525346608141) | > loss_0: 2.2965447902679443 (2.3678085626993637) | > grad_norm_0: tensor(23.9711, device='cuda:0') (tensor(23.7495, device='cuda:0')) | > loss_gen: 2.5550923347473145 (2.4885958604937546) | > loss_kl: 1.9979510307312012 (1.9792539599681005) | > loss_feat: 7.347593784332275 (6.940701145272068) | > loss_mel: 17.53714942932129 (17.36707948076673) | > loss_duration: 2.12003493309021 (2.025095703299907) | > loss_1: 31.55782127380371 (30.800726145115483) | > grad_norm_1: tensor(320.8178, device='cuda:0') (tensor(268.9155, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.4184 (0.3787407312851284) | > loader_time: 0.0054 (0.00416511427367098)  --> TIME: 2024-06-11 21:26:47 -- STEP: 254/330 -- GLOBAL_STEP: 313975 | > loss_disc: 2.3825807571411133 (2.370369669959301) | > loss_disc_real_0: 0.14010553061962128 (0.11840383033818147) | > loss_disc_real_1: 0.20369504392147064 (0.19789695950943653) | > loss_disc_real_2: 0.23873868584632874 (0.21109349679524506) | > loss_disc_real_3: 0.23847682774066925 (0.23010946487582576) | > loss_disc_real_4: 0.26299601793289185 (0.2315444317389661) | > loss_disc_real_5: 0.22406858205795288 (0.22260817199006794) | > loss_0: 2.3825807571411133 (2.370369669959301) | > grad_norm_0: tensor(28.6371, device='cuda:0') (tensor(24.2603, device='cuda:0')) | > loss_gen: 2.545667886734009 (2.4846894112158937) | > loss_kl: 2.027944326400757 (1.981659026127162) | > loss_feat: 7.534896373748779 (6.945378562596839) | > loss_mel: 17.530973434448242 (17.340056603349108) | > loss_duration: 2.069532871246338 (2.0330104968679206) | > loss_1: 31.709014892578125 (30.78479410907415) | > grad_norm_1: tensor(428.9177, device='cuda:0') (tensor(272.9093, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.4351 (0.38230567654286773) | > loader_time: 0.006 (0.004310185515035795)  --> TIME: 2024-06-11 21:26:58 -- STEP: 279/330 -- GLOBAL_STEP: 314000 | > loss_disc: 2.407238721847534 (2.3735827792929913) | > loss_disc_real_0: 0.11992377042770386 (0.11936945868756181) | > loss_disc_real_1: 0.2136864811182022 (0.19830293248417558) | > loss_disc_real_2: 0.19941622018814087 (0.2111294472516652) | > loss_disc_real_3: 0.24542586505413055 (0.2301215639998836) | > loss_disc_real_4: 0.22940492630004883 (0.23149003825520956) | > loss_disc_real_5: 0.23840202391147614 (0.2229257822570835) | > loss_0: 2.407238721847534 (2.3735827792929913) | > grad_norm_0: tensor(28.6345, device='cuda:0') (tensor(24.5343, device='cuda:0')) | > loss_gen: 2.5539610385894775 (2.4783319341666377) | > loss_kl: 2.164721965789795 (1.992590062079891) | > loss_feat: 7.830321788787842 (6.944260858720349) | > loss_mel: 17.748628616333008 (17.296860018084132) | > loss_duration: 2.1390881538391113 (2.042837950491134) | > loss_1: 32.43672180175781 (30.75488078893299) | > grad_norm_1: tensor(579.9189, device='cuda:0') (tensor(280.1449, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.435 (0.3867656868418484) | > loader_time: 0.0061 (0.004462558308809888) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_314000.pth  --> TIME: 2024-06-11 21:27:15 -- STEP: 304/330 -- GLOBAL_STEP: 314025 | > loss_disc: 2.463111162185669 (2.3751642476571218) | > loss_disc_real_0: 0.22330376505851746 (0.1209799537533208) | > loss_disc_real_1: 0.17729853093624115 (0.19854122851240014) | > loss_disc_real_2: 0.2369937300682068 (0.2115853802350007) | > loss_disc_real_3: 0.222281351685524 (0.2300636022792835) | > loss_disc_real_4: 0.21277140080928802 (0.23129937430157474) | > loss_disc_real_5: 0.21088182926177979 (0.2227002177877646) | > loss_0: 2.463111162185669 (2.3751642476571218) | > grad_norm_0: tensor(79.2595, device='cuda:0') (tensor(26.1907, device='cuda:0')) | > loss_gen: 2.2728843688964844 (2.4766774585372517) | > loss_kl: 2.152541399002075 (1.9970114846762859) | > loss_feat: 7.5838751792907715 (6.951321242671263) | > loss_mel: 16.319412231445312 (17.235472628944805) | > loss_duration: 2.1948471069335938 (2.053774480756958) | > loss_1: 30.5235595703125 (30.714257252843755) | > grad_norm_1: tensor(547.8834, device='cuda:0') (tensor(293.9616, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 0.481 (0.3938516386245425) | > loader_time: 0.008 (0.004669630213787681)  --> TIME: 2024-06-11 21:27:44 -- STEP: 329/330 -- GLOBAL_STEP: 314050 | > loss_disc: 2.6983413696289062 (2.3809926256220373) | > loss_disc_real_0: 0.10640451312065125 (0.12252385284762976) | > loss_disc_real_1: 0.2684195041656494 (0.1989952330803074) | > loss_disc_real_2: 0.2359515279531479 (0.2117539599401973) | > loss_disc_real_3: 0.25126007199287415 (0.23027345850656097) | > loss_disc_real_4: 0.2890731990337372 (0.2322321551367867) | > loss_disc_real_5: 0.2694385051727295 (0.22308836895462955) | > loss_0: 2.6983413696289062 (2.3809926256220373) | > grad_norm_0: tensor(18.1619, device='cuda:0') (tensor(27.0810, device='cuda:0')) | > loss_gen: 2.244554042816162 (2.480509523925085) | > loss_kl: 2.22438383102417 (2.0088449698451085) | > loss_feat: 10.793237686157227 (7.052916406498128) | > loss_mel: 17.896320343017578 (17.21302270744348) | > loss_duration: 2.2971436977386475 (2.068343512555383) | > loss_1: 35.45563888549805 (30.82363710142559) | > grad_norm_1: tensor(190.4788, device='cuda:0') (tensor(306.6804, device='cuda:0')) | > current_lr_0: 0.00018360964736238044 | > current_lr_1: 0.00018360964736238044 | > step_time: 14.4548 (0.450390921537637) | > loader_time: 0.0341 (0.00512959674498955)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.333921194076538 (2.333921194076538) | > loss_disc_real_0: 0.09742382168769836 (0.09742382168769836) | > loss_disc_real_1: 0.22315512597560883 (0.22315512597560883) | > loss_disc_real_2: 0.23883037269115448 (0.23883037269115448) | > loss_disc_real_3: 0.248750239610672 (0.248750239610672) | > loss_disc_real_4: 0.19099223613739014 (0.19099223613739014) | > loss_disc_real_5: 0.19698064029216766 (0.19698064029216766) | > loss_0: 2.333921194076538 (2.333921194076538) | > loss_gen: 2.188563346862793 (2.188563346862793) | > loss_kl: 1.8128385543823242 (1.8128385543823242) | > loss_feat: 5.704610824584961 (5.704610824584961) | > loss_mel: 16.122478485107422 (16.122478485107422) | > loss_duration: 3.087790012359619 (3.087790012359619) | > loss_1: 28.91628074645996 (28.91628074645996)  --> STEP: 1 | > loss_disc: 2.5099825859069824 (2.5099825859069824) | > loss_disc_real_0: 0.054776839911937714 (0.054776839911937714) | > loss_disc_real_1: 0.1692744344472885 (0.1692744344472885) | > loss_disc_real_2: 0.22805893421173096 (0.22805893421173096) | > loss_disc_real_3: 0.2429048866033554 (0.2429048866033554) | > loss_disc_real_4: 0.26458418369293213 (0.26458418369293213) | > loss_disc_real_5: 0.26471638679504395 (0.26471638679504395) | > loss_0: 2.5099825859069824 (2.5099825859069824) | > loss_gen: 1.965580701828003 (1.965580701828003) | > loss_kl: 3.397722005844116 (3.397722005844116) | > loss_feat: 5.328819274902344 (5.328819274902344) | > loss_mel: 15.755943298339844 (15.755943298339844) | > loss_duration: 2.4432260990142822 (2.4432260990142822) | > loss_1: 28.89129066467285 (28.89129066467285)  --> STEP: 2 | > loss_disc: 2.1533970832824707 (2.3316898345947266) | > loss_disc_real_0: 0.09836414456367493 (0.07657049223780632) | > loss_disc_real_1: 0.19996854662895203 (0.18462149053812027) | > loss_disc_real_2: 0.213492289185524 (0.22077561169862747) | > loss_disc_real_3: 0.2276836484670639 (0.23529426753520966) | > loss_disc_real_4: 0.1820099800825119 (0.22329708188772202) | > loss_disc_real_5: 0.17144496738910675 (0.21808067709207535) | > loss_0: 2.1533970832824707 (2.3316898345947266) | > loss_gen: 2.4697680473327637 (2.2176743745803833) | > loss_kl: 3.068809986114502 (3.233265995979309) | > loss_feat: 6.60344934463501 (5.966134309768677) | > loss_mel: 18.924924850463867 (17.340434074401855) | > loss_duration: 2.436713457107544 (2.439969778060913) | > loss_1: 33.503665924072266 (31.19747829437256)  --> STEP: 3 | > loss_disc: 2.3901939392089844 (2.351191202799479) | > loss_disc_real_0: 0.08312146365642548 (0.07875414937734604) | > loss_disc_real_1: 0.27790769934654236 (0.21571689347426096) | > loss_disc_real_2: 0.2261226624250412 (0.22255796194076538) | > loss_disc_real_3: 0.2527424991130829 (0.24111034472783408) | > loss_disc_real_4: 0.1895429790019989 (0.21204571425914764) | > loss_disc_real_5: 0.2444135695695877 (0.2268583079179128) | > loss_0: 2.3901939392089844 (2.351191202799479) | > loss_gen: 2.2362406253814697 (2.223863124847412) | > loss_kl: 3.4927709102630615 (3.319767634073893) | > loss_feat: 6.240750789642334 (6.0576731363932295) | > loss_mel: 17.6131591796875 (17.431342442830402) | > loss_duration: 2.3659346103668213 (2.4152913888295493) | > loss_1: 31.948854446411133 (31.44793701171875)  --> STEP: 4 | > loss_disc: 2.6446726322174072 (2.424561560153961) | > loss_disc_real_0: 0.11541777104139328 (0.08792005479335785) | > loss_disc_real_1: 0.20769168436527252 (0.21371059119701385) | > loss_disc_real_2: 0.2071324586868286 (0.2187015861272812) | > loss_disc_real_3: 0.28196361660957336 (0.2513236626982689) | > loss_disc_real_4: 0.1949240118265152 (0.20776528865098953) | > loss_disc_real_5: 0.1557440161705017 (0.20907973498106003) | > loss_0: 2.6446726322174072 (2.424561560153961) | > loss_gen: 1.98110830783844 (2.163174420595169) | > loss_kl: 4.212711334228516 (3.543003559112549) | > loss_feat: 6.188234806060791 (6.09031355381012) | > loss_mel: 18.496173858642578 (17.697550296783447) | > loss_duration: 2.4071288108825684 (2.413250744342804) | > loss_1: 33.28535461425781 (31.907291412353516)  --> STEP: 5 | > loss_disc: 2.485071897506714 (2.4366636276245117) | > loss_disc_real_0: 0.1548137068748474 (0.10129878520965577) | > loss_disc_real_1: 0.3050796687602997 (0.23198440670967102) | > loss_disc_real_2: 0.20391075313091278 (0.21574341952800752) | > loss_disc_real_3: 0.27243661880493164 (0.25554625391960145) | > loss_disc_real_4: 0.20161469280719757 (0.20653516948223113) | > loss_disc_real_5: 0.1805194467306137 (0.20336767733097078) | > loss_0: 2.485071897506714 (2.4366636276245117) | > loss_gen: 2.2510571479797363 (2.1807509660720825) | > loss_kl: 2.9078238010406494 (3.415967607498169) | > loss_feat: 5.226624965667725 (5.917575836181641) | > loss_mel: 18.147525787353516 (17.78754539489746) | > loss_duration: 2.4151411056518555 (2.4136288166046143) | > loss_1: 30.94817352294922 (31.715467834472655)  --> STEP: 6 | > loss_disc: 2.7776217460632324 (2.493489980697632) | > loss_disc_real_0: 0.16260571777820587 (0.11151660730441411) | > loss_disc_real_1: 0.23040315508842468 (0.23172086477279663) | > loss_disc_real_2: 0.2668244540691376 (0.22425692528486252) | > loss_disc_real_3: 0.28077709674835205 (0.2597513943910599) | > loss_disc_real_4: 0.2540546953678131 (0.21445509046316147) | > loss_disc_real_5: 0.18810097873210907 (0.2008232275644938) | > loss_0: 2.7776217460632324 (2.493489980697632) | > loss_gen: 1.9699991941452026 (2.145625670750936) | > loss_kl: 3.6623759269714355 (3.4570356607437134) | > loss_feat: 5.2642621994018555 (5.808690230051677) | > loss_mel: 17.120895385742188 (17.67643706003825) | > loss_duration: 2.1730570793151855 (2.373533527056376) | > loss_1: 30.190589904785156 (31.461321512858074)  --> STEP: 7 | > loss_disc: 2.435232162475586 (2.4851674352373396) | > loss_disc_real_0: 0.08514276146888733 (0.107748915042196) | > loss_disc_real_1: 0.26199495792388916 (0.23604573522295272) | > loss_disc_real_2: 0.18715094029903412 (0.21895607028688704) | > loss_disc_real_3: 0.28215333819389343 (0.26295167207717896) | > loss_disc_real_4: 0.2734375596046448 (0.22288115748337337) | > loss_disc_real_5: 0.20199324190616608 (0.200990372470447) | > loss_0: 2.435232162475586 (2.4851674352373396) | > loss_gen: 2.3317267894744873 (2.1722115448543002) | > loss_kl: 4.220995903015137 (3.5661728382110596) | > loss_feat: 4.913492202758789 (5.680804797581264) | > loss_mel: 18.41065788269043 (17.78132574898856) | > loss_duration: 2.535505533218384 (2.39667238507952) | > loss_1: 32.41238021850586 (31.597187042236328)  --> STEP: 8 | > loss_disc: 2.5418074131011963 (2.4922474324703217) | > loss_disc_real_0: 0.136170893907547 (0.11130166240036488) | > loss_disc_real_1: 0.21274346113204956 (0.2331329509615898) | > loss_disc_real_2: 0.18439891934394836 (0.2146364264190197) | > loss_disc_real_3: 0.22596955299377441 (0.2583289071917534) | > loss_disc_real_4: 0.22750288248062134 (0.22345887310802937) | > loss_disc_real_5: 0.1926020085811615 (0.1999418269842863) | > loss_0: 2.5418074131011963 (2.4922474324703217) | > loss_gen: 2.038822889328003 (2.155537962913513) | > loss_kl: 3.533280611038208 (3.562061309814453) | > loss_feat: 7.253645896911621 (5.877409934997559) | > loss_mel: 16.294912338256836 (17.595524072647095) | > loss_duration: 2.2983341217041016 (2.3843801021575928) | > loss_1: 31.418994903564453 (31.574913024902344)  --> STEP: 9 | > loss_disc: 2.750649929046631 (2.5209588209788003) | > loss_disc_real_0: 0.1347477287054062 (0.1139067808787028) | > loss_disc_real_1: 0.15846014022827148 (0.2248359719912211) | > loss_disc_real_2: 0.2172863930463791 (0.21493086715539297) | > loss_disc_real_3: 0.23299455642700195 (0.2555139793290032) | > loss_disc_real_4: 0.21091265976428986 (0.22206484940316942) | > loss_disc_real_5: 0.2605914771556854 (0.20668067700333065) | > loss_0: 2.750649929046631 (2.5209588209788003) | > loss_gen: 1.9352647066116333 (2.1310631566577487) | > loss_kl: 2.905282497406006 (3.4890858862135143) | > loss_feat: 9.9375 (6.328531053331163) | > loss_mel: 19.359159469604492 (17.791483561197918) | > loss_duration: 2.212219715118408 (2.36525117026435) | > loss_1: 36.34942626953125 (32.10541449652778)  --> STEP: 10 | > loss_disc: 2.4758119583129883 (2.516444134712219) | > loss_disc_real_0: 0.07870979607105255 (0.11038708239793778) | > loss_disc_real_1: 0.2177181839942932 (0.22412419319152832) | > loss_disc_real_2: 0.2916698157787323 (0.2226047620177269) | > loss_disc_real_3: 0.2673255205154419 (0.2566951334476471) | > loss_disc_real_4: 0.2169404923915863 (0.22155241370201112) | > loss_disc_real_5: 0.23452764749526978 (0.20946537405252458) | > loss_0: 2.4758119583129883 (2.516444134712219) | > loss_gen: 2.2087483406066895 (2.138831675052643) | > loss_kl: 2.604433059692383 (3.4006206035614013) | > loss_feat: 6.400686264038086 (6.335746574401855) | > loss_mel: 17.612764358520508 (17.773611640930177) | > loss_duration: 2.301415205001831 (2.358867573738098) | > loss_1: 31.1280460357666 (32.00767765045166)  --> STEP: 11 | > loss_disc: 2.420339584350586 (2.507707357406616) | > loss_disc_real_0: 0.10917626321315765 (0.11027700792659413) | > loss_disc_real_1: 0.2774300277233124 (0.22897017814896323) | > loss_disc_real_2: 0.21151387691497803 (0.22159649973565881) | > loss_disc_real_3: 0.2792150378227234 (0.25874239748174493) | > loss_disc_real_4: 0.2531827986240387 (0.22442790324037726) | > loss_disc_real_5: 0.25667017698287964 (0.21375671977346594) | > loss_0: 2.420339584350586 (2.507707357406616) | > loss_gen: 2.3422141075134277 (2.1573209870945322) | > loss_kl: 3.978750705718994 (3.453177885575728) | > loss_feat: 5.412299633026123 (6.251796852458607) | > loss_mel: 16.522571563720703 (17.659880724820223) | > loss_duration: 2.5288772583007812 (2.374322999607433) | > loss_1: 30.784713745117188 (31.89649911360307)  --> STEP: 12 | > loss_disc: 2.568042516708374 (2.512735287348429) | > loss_disc_real_0: 0.09027975797653198 (0.10861057043075562) | > loss_disc_real_1: 0.23708635568618774 (0.22964652627706528) | > loss_disc_real_2: 0.23859836161136627 (0.22301332155863443) | > loss_disc_real_3: 0.2898680567741394 (0.26133620242277783) | > loss_disc_real_4: 0.25419461727142334 (0.22690846274296442) | > loss_disc_real_5: 0.2574905753135681 (0.21740120773514113) | > loss_0: 2.568042516708374 (2.512735287348429) | > loss_gen: 2.1517248153686523 (2.156854639450709) | > loss_kl: 3.102285385131836 (3.4239368438720703) | > loss_feat: 5.416140556335449 (6.182158827781677) | > loss_mel: 17.019386291503906 (17.60650618871053) | > loss_duration: 2.2564263343811035 (2.364498277505239) | > loss_1: 29.94596290588379 (31.733954429626465)  --> STEP: 13 | > loss_disc: 2.247699737548828 (2.492347937363845) | > loss_disc_real_0: 0.058270592242479324 (0.10473826441627282) | > loss_disc_real_1: 0.23616425693035126 (0.2301478901734719) | > loss_disc_real_2: 0.2858044505119324 (0.22784340840119582) | > loss_disc_real_3: 0.23241841793060303 (0.2591117574618413) | > loss_disc_real_4: 0.19221940636634827 (0.22424007379091704) | > loss_disc_real_5: 0.13731975853443146 (0.21124109625816345) | > loss_0: 2.247699737548828 (2.492347937363845) | > loss_gen: 2.49957013130188 (2.1832173695931067) | > loss_kl: 3.488426923751831 (3.4288976192474365) | > loss_feat: 8.165057182312012 (6.334689470437857) | > loss_mel: 17.543073654174805 (17.601626762977013) | > loss_duration: 2.230149269104004 (2.3541637383974514) | > loss_1: 33.92627716064453 (31.902594639704777)  --> STEP: 14 | > loss_disc: 2.762258529663086 (2.511627265385219) | > loss_disc_real_0: 0.10380233824253082 (0.10467141254671983) | > loss_disc_real_1: 0.32623592019081116 (0.23701132088899612) | > loss_disc_real_2: 0.2568211853504181 (0.22991324961185455) | > loss_disc_real_3: 0.3259419798851013 (0.2638853447777884) | > loss_disc_real_4: 0.20638450980186462 (0.22296467636312758) | > loss_disc_real_5: 0.26136597990989685 (0.21482144509043014) | > loss_0: 2.762258529663086 (2.511627265385219) | > loss_gen: 2.1666791439056396 (2.1820360677582875) | > loss_kl: 3.94301438331604 (3.4656202452523366) | > loss_feat: 7.207458972930908 (6.39703014918736) | > loss_mel: 18.3231143951416 (17.653161593845912) | > loss_duration: 2.4100217819213867 (2.358153598649161) | > loss_1: 34.050289154052734 (32.056001390729634)  --> STEP: 15 | > loss_disc: 2.385136127471924 (2.503194522857666) | > loss_disc_real_0: 0.09220711886882782 (0.10384045963486035) | > loss_disc_real_1: 0.21630355715751648 (0.23563080330689748) | > loss_disc_real_2: 0.2039516717195511 (0.22818247775236766) | > loss_disc_real_3: 0.26660841703414917 (0.26406688292821245) | > loss_disc_real_4: 0.18895740807056427 (0.22069752514362334) | > loss_disc_real_5: 0.20675866305828094 (0.21428392628828685) | > loss_0: 2.385136127471924 (2.503194522857666) | > loss_gen: 2.287142753601074 (2.1890431801478067) | > loss_kl: 3.6556904315948486 (3.4782915910085044) | > loss_feat: 9.794744491577148 (6.623544438680013) | > loss_mel: 18.61023712158203 (17.71696662902832) | > loss_duration: 2.39141583442688 (2.3603710810343426) | > loss_1: 36.73923110961914 (32.36821670532227)  --> STEP: 16 | > loss_disc: 2.478971004486084 (2.501680552959442) | > loss_disc_real_0: 0.17915520071983337 (0.10854763095267117) | > loss_disc_real_1: 0.21965287625789642 (0.23463218286633492) | > loss_disc_real_2: 0.23237188160419464 (0.22844431549310684) | > loss_disc_real_3: 0.27959567308425903 (0.2650374323129654) | > loss_disc_real_4: 0.18538323044776917 (0.21849038172513247) | > loss_disc_real_5: 0.22839348018169403 (0.2151657734066248) | > loss_0: 2.478971004486084 (2.501680552959442) | > loss_gen: 2.2529726028442383 (2.1930387690663338) | > loss_kl: 3.080918550491333 (3.453455775976181) | > loss_feat: 6.935614109039307 (6.643048793077469) | > loss_mel: 17.348295211791992 (17.69392466545105) | > loss_duration: 2.3891961574554443 (2.3621726483106613) | > loss_1: 32.006996154785156 (32.345640420913696)  --> STEP: 17 | > loss_disc: 2.546532392501831 (2.5043188964619354) | > loss_disc_real_0: 0.07321835309267044 (0.10646943813737701) | > loss_disc_real_1: 0.30816519260406494 (0.23895765402737787) | > loss_disc_real_2: 0.2570876181125641 (0.23012921564719258) | > loss_disc_real_3: 0.3017336428165436 (0.26719603293082295) | > loss_disc_real_4: 0.24319078028202057 (0.2199433463461259) | > loss_disc_real_5: 0.241633340716362 (0.21672268913072698) | > loss_0: 2.546532392501831 (2.5043188964619354) | > loss_gen: 2.291351795196533 (2.198821888250463) | > loss_kl: 2.227315664291382 (3.3813298870535458) | > loss_feat: 5.73866081237793 (6.589849500095143) | > loss_mel: 16.73261070251465 (17.63737678527832) | > loss_duration: 2.4561400413513184 (2.3677001420189354) | > loss_1: 29.44607925415039 (32.175077999339386)  --> STEP: 18 | > loss_disc: 2.1353631019592285 (2.4838213523228965) | > loss_disc_real_0: 0.12061071395874023 (0.1072550645718972) | > loss_disc_real_1: 0.1649971455335617 (0.2348487368888325) | > loss_disc_real_2: 0.24427048861980438 (0.23091484192344877) | > loss_disc_real_3: 0.22022166848182678 (0.2645863460169898) | > loss_disc_real_4: 0.14123016595840454 (0.21557039188014138) | > loss_disc_real_5: 0.1619710624217987 (0.2136809320913421) | > loss_0: 2.1353631019592285 (2.4838213523228965) | > loss_gen: 2.383129835128784 (2.209061218632592) | > loss_kl: 3.0726449489593506 (3.3641807238260903) | > loss_feat: 8.549333572387695 (6.698709726333618) | > loss_mel: 16.079875946044922 (17.550848960876465) | > loss_duration: 2.243957042694092 (2.360825525389777) | > loss_1: 32.328941345214844 (32.18362596299913)  --> STEP: 19 | > loss_disc: 2.5305469036102295 (2.4862805918643347) | > loss_disc_real_0: 0.13314826786518097 (0.10861786474522792) | > loss_disc_real_1: 0.22113972902297974 (0.2341272101590508) | > loss_disc_real_2: 0.22245736420154572 (0.23046971151703283) | > loss_disc_real_3: 0.25342053174972534 (0.2639986715818706) | > loss_disc_real_4: 0.21220794320106506 (0.2153934208970321) | > loss_disc_real_5: 0.18548817932605743 (0.21219710299843236) | > loss_0: 2.5305469036102295 (2.4862805918643347) | > loss_gen: 2.103581666946411 (2.2035096632806876) | > loss_kl: 2.240762233734131 (3.3050534348738823) | > loss_feat: 6.262630939483643 (6.675758211236251) | > loss_mel: 16.065244674682617 (17.472659261603106) | > loss_duration: 2.363913059234619 (2.360988027171085) | > loss_1: 29.0361328125 (32.01796842876234)  --> STEP: 20 | > loss_disc: 2.1268844604492188 (2.468310785293579) | > loss_disc_real_0: 0.10309233516454697 (0.10834158826619386) | > loss_disc_real_1: 0.19491638243198395 (0.23216666877269745) | > loss_disc_real_2: 0.2153179794549942 (0.2297121249139309) | > loss_disc_real_3: 0.22102606296539307 (0.26185004115104676) | > loss_disc_real_4: 0.19133272767066956 (0.21419038623571396) | > loss_disc_real_5: 0.14852377772331238 (0.20901343673467637) | > loss_0: 2.1268844604492188 (2.468310785293579) | > loss_gen: 2.52341365814209 (2.219504863023758) | > loss_kl: 2.4511537551879883 (3.2623584508895873) | > loss_feat: 7.268293857574463 (6.705384993553162) | > loss_mel: 19.294137954711914 (17.563733196258546) | > loss_duration: 2.2773921489715576 (2.356808233261108) | > loss_1: 33.81439208984375 (32.10778961181641)  --> STEP: 21 | > loss_disc: 2.536370277404785 (2.4715517134893505) | > loss_disc_real_0: 0.13503903150558472 (0.10961289508711725) | > loss_disc_real_1: 0.26430025696754456 (0.23369683963911875) | > loss_disc_real_2: 0.2893422245979309 (0.23255165347031184) | > loss_disc_real_3: 0.27276256680488586 (0.262369685229801) | > loss_disc_real_4: 0.26607197523117065 (0.21666093809264048) | > loss_disc_real_5: 0.24460278451442719 (0.21070816758133115) | > loss_0: 2.536370277404785 (2.4715517134893505) | > loss_gen: 2.365074396133423 (2.22643674555279) | > loss_kl: 1.9570891857147217 (3.200202771595546) | > loss_feat: 5.34879732131958 (6.640785580589657) | > loss_mel: 15.905830383300781 (17.484785443260556) | > loss_duration: 2.149095296859741 (2.3469171410515193) | > loss_1: 27.72588539123535 (31.89912750607445)  --> STEP: 22 | > loss_disc: 2.4241366386413574 (2.469396482814442) | > loss_disc_real_0: 0.09462002664804459 (0.10893140106715939) | > loss_disc_real_1: 0.2921030819416046 (0.23635166883468628) | > loss_disc_real_2: 0.25059035420417786 (0.2333715944127603) | > loss_disc_real_3: 0.27876579761505127 (0.2631149630654942) | > loss_disc_real_4: 0.266594260931015 (0.21893063458529385) | > loss_disc_real_5: 0.2345459759235382 (0.21179170432415875) | > loss_0: 2.4241366386413574 (2.469396482814442) | > loss_gen: 2.386103391647339 (2.2336943203752693) | > loss_kl: 2.365819215774536 (3.1622762463309546) | > loss_feat: 6.784468650817871 (6.6473166292363945) | > loss_mel: 17.402320861816406 (17.481037053194914) | > loss_duration: 2.2158823013305664 (2.340961011973294) | > loss_1: 31.15459442138672 (31.8652850931341)  --> STEP: 23 | > loss_disc: 2.265692949295044 (2.4605398074440332) | > loss_disc_real_0: 0.09667959809303284 (0.1083987139813278) | > loss_disc_real_1: 0.20041564106941223 (0.23478923284489175) | > loss_disc_real_2: 0.2599659562110901 (0.23452787101268768) | > loss_disc_real_3: 0.2852736711502075 (0.2640783851561339) | > loss_disc_real_4: 0.19827313721179962 (0.21803248252557672) | > loss_disc_real_5: 0.21900196373462677 (0.21210519386374432) | > loss_0: 2.265692949295044 (2.4605398074440332) | > loss_gen: 2.6864259243011475 (2.2533783031546553) | > loss_kl: 2.366305351257324 (3.1276688161103623) | > loss_feat: 7.654966831207275 (6.691127507582955) | > loss_mel: 16.998350143432617 (17.460050665813945) | > loss_duration: 2.275594711303711 (2.3381189989007036) | > loss_1: 31.981643676757812 (31.870344161987305)  --> STEP: 24 | > loss_disc: 2.7509307861328125 (2.4726394315560656) | > loss_disc_real_0: 0.12761682271957397 (0.10919946851208806) | > loss_disc_real_1: 0.18659250438213348 (0.23278103582561016) | > loss_disc_real_2: 0.26023411750793457 (0.2355989646166563) | > loss_disc_real_3: 0.28099387884140015 (0.26478319739302) | > loss_disc_real_4: 0.2608168125152588 (0.21981516294181347) | > loss_disc_real_5: 0.28961557149887085 (0.2153347929318746) | > loss_0: 2.7509307861328125 (2.4726394315560656) | > loss_gen: 1.9175846576690674 (2.2393869012594223) | > loss_kl: 2.7601263523101807 (3.1123545467853546) | > loss_feat: 3.932513475418091 (6.576185256242752) | > loss_mel: 16.264217376708984 (17.410224278767906) | > loss_duration: 2.478646755218506 (2.343974322080612) | > loss_1: 27.353090286254883 (31.682125250498455)  --> STEP: 25 | > loss_disc: 2.3605499267578125 (2.4681558513641355) | > loss_disc_real_0: 0.06460373848676682 (0.10741563931107521) | > loss_disc_real_1: 0.24074852466583252 (0.23309973537921905) | > loss_disc_real_2: 0.23669229447841644 (0.2356426978111267) | > loss_disc_real_3: 0.26472607254981995 (0.26478091239929197) | > loss_disc_real_4: 0.240952268242836 (0.22066064715385436) | > loss_disc_real_5: 0.2091260552406311 (0.21508644342422487) | > loss_0: 2.3605499267578125 (2.4681558513641355) | > loss_gen: 2.3485169410705566 (2.2437521028518677) | > loss_kl: 2.7834978103637695 (3.099200277328491) | > loss_feat: 8.626792907714844 (6.658209562301636) | > loss_mel: 16.346385955810547 (17.367670745849612) | > loss_duration: 2.392298698425293 (2.3459072971343993) | > loss_1: 32.49748992919922 (31.714739837646484)  --> STEP: 26 | > loss_disc: 2.4073188304901123 (2.4658159659459042) | > loss_disc_real_0: 0.07950316369533539 (0.10634208255662368) | > loss_disc_real_1: 0.13659431040287018 (0.2293879882647441) | > loss_disc_real_2: 0.07742535322904587 (0.22955741532720053) | > loss_disc_real_3: 0.18347838521003723 (0.2616538921227822) | > loss_disc_real_4: 0.21669283509254456 (0.22050803899765015) | > loss_disc_real_5: 0.13940398395061493 (0.2121755795983168) | > loss_0: 2.4073188304901123 (2.4658159659459042) | > loss_gen: 1.8239706754684448 (2.2276066633371205) | > loss_kl: 2.1274964809417725 (3.0618270543905406) | > loss_feat: 13.006121635437012 (6.902360026652996) | > loss_mel: 20.106950759887695 (17.47302766946646) | > loss_duration: 2.3410677909851074 (2.3457211622825036) | > loss_1: 39.405609130859375 (32.01054250277006) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024028466298029972 (-5.936622619628906e-05) | > avg_loss_disc: 2.4658159659459042 (+0.030148377785315983) | > avg_loss_disc_real_0: 0.10634208255662368 (-0.013585590972350195) | > avg_loss_disc_real_1: 0.2293879882647441 (+0.05193206037466344) | > avg_loss_disc_real_2: 0.22955741532720053 (+0.030048684145395577) | > avg_loss_disc_real_3: 0.2616538921227822 (+0.027651094473325255) | > avg_loss_disc_real_4: 0.22050803899765015 (+0.013490791790760487) | > avg_loss_disc_real_5: 0.2121755795983168 (-0.03270075011711854) | > avg_loss_0: 2.4658159659459042 (+0.030148377785315983) | > avg_loss_gen: 2.2276066633371205 (+0.06038121993725065) | > avg_loss_kl: 3.0618270543905406 (+0.17992747746981097) | > avg_loss_feat: 6.902360026652996 (+0.4579829344382649) | > avg_loss_mel: 17.47302766946646 (-0.022491675156810942) | > avg_loss_duration: 2.3457211622825036 (+0.012531904073861622) | > avg_loss_1: 32.01054250277006 (+0.6883314572847823)  > EPOCH: 685/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:27:50)   --> TIME: 2024-06-11 21:28:00 -- STEP: 24/330 -- GLOBAL_STEP: 314075 | > loss_disc: 2.376774311065674 (2.318584769964218) | > loss_disc_real_0: 0.09374071657657623 (0.10041301883757114) | > loss_disc_real_1: 0.15887990593910217 (0.19298065391679606) | > loss_disc_real_2: 0.20975731313228607 (0.20687053787211576) | > loss_disc_real_3: 0.2030978500843048 (0.2282448566208283) | > loss_disc_real_4: 0.2273663431406021 (0.2284361533820629) | > loss_disc_real_5: 0.21720248460769653 (0.22341514006257057) | > loss_0: 2.376774311065674 (2.318584769964218) | > grad_norm_0: tensor(7.0093, device='cuda:0') (tensor(8.0631, device='cuda:0')) | > loss_gen: 2.4856326580047607 (2.4977608919143672) | > loss_kl: 1.9273204803466797 (1.9285316516955693) | > loss_feat: 8.139045715332031 (7.0704378088315325) | > loss_mel: 17.939022064208984 (17.645007093747456) | > loss_duration: 1.9581596851348877 (2.0433426499366765) | > loss_1: 32.449180603027344 (31.18508044878642) | > grad_norm_1: tensor(61.8299, device='cuda:0') (tensor(76.5914, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3554 (0.36705036958058673) | > loader_time: 0.0033 (0.0031227469444274902)  --> TIME: 2024-06-11 21:28:09 -- STEP: 49/330 -- GLOBAL_STEP: 314100 | > loss_disc: 2.327059507369995 (2.352164317150505) | > loss_disc_real_0: 0.08642461895942688 (0.1058800022821037) | > loss_disc_real_1: 0.1873878836631775 (0.19619467732857684) | > loss_disc_real_2: 0.19635556638240814 (0.21074756219678994) | > loss_disc_real_3: 0.243529811501503 (0.22937545210731272) | > loss_disc_real_4: 0.22555841505527496 (0.22998443124245624) | > loss_disc_real_5: 0.19721731543540955 (0.2219407366854804) | > loss_0: 2.327059507369995 (2.352164317150505) | > grad_norm_0: tensor(12.1668, device='cuda:0') (tensor(8.2275, device='cuda:0')) | > loss_gen: 2.5013909339904785 (2.4809340749468123) | > loss_kl: 1.8675752878189087 (1.9541497084559227) | > loss_feat: 7.134799480438232 (7.01574014157665) | > loss_mel: 17.73349380493164 (17.555984983638847) | > loss_duration: 1.937512755393982 (2.008797244149812) | > loss_1: 31.174772262573242 (31.01560623791753) | > grad_norm_1: tensor(60.4639, device='cuda:0') (tensor(75.6972, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3738 (0.3639578624647491) | > loader_time: 0.0034 (0.003257697942305584)  --> TIME: 2024-06-11 21:28:18 -- STEP: 74/330 -- GLOBAL_STEP: 314125 | > loss_disc: 2.35133957862854 (2.3521289181064917) | > loss_disc_real_0: 0.11416921764612198 (0.10845881710584095) | > loss_disc_real_1: 0.20332734286785126 (0.19475894985166756) | > loss_disc_real_2: 0.189261794090271 (0.21023252364751455) | > loss_disc_real_3: 0.2096436321735382 (0.2287340591082702) | > loss_disc_real_4: 0.247938334941864 (0.23118140971338427) | > loss_disc_real_5: 0.259204626083374 (0.22184448205941432) | > loss_0: 2.35133957862854 (2.3521289181064917) | > grad_norm_0: tensor(9.4713, device='cuda:0') (tensor(9.1565, device='cuda:0')) | > loss_gen: 2.647998094558716 (2.4841825059942297) | > loss_kl: 1.935624599456787 (1.9670609557950818) | > loss_feat: 7.550936698913574 (7.056833879367725) | > loss_mel: 17.40526580810547 (17.507945949966842) | > loss_duration: 1.905351161956787 (1.9953613442343643) | > loss_1: 31.44517707824707 (31.01138480933937) | > grad_norm_1: tensor(77.8733, device='cuda:0') (tensor(85.5469, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3716 (0.36579438157983724) | > loader_time: 0.0041 (0.003446598310728331)  --> TIME: 2024-06-11 21:28:28 -- STEP: 99/330 -- GLOBAL_STEP: 314150 | > loss_disc: 2.244274377822876 (2.353556871414187) | > loss_disc_real_0: 0.12436586618423462 (0.11034572094377841) | > loss_disc_real_1: 0.1938391774892807 (0.1951216058899658) | > loss_disc_real_2: 0.20620399713516235 (0.2111221905609574) | > loss_disc_real_3: 0.24600598216056824 (0.22874733700294686) | > loss_disc_real_4: 0.21405266225337982 (0.23121333513597045) | > loss_disc_real_5: 0.23565369844436646 (0.22147353354728583) | > loss_0: 2.244274377822876 (2.353556871414187) | > grad_norm_0: tensor(7.2957, device='cuda:0') (tensor(8.9104, device='cuda:0')) | > loss_gen: 2.5455098152160645 (2.4805567023730037) | > loss_kl: 1.863236904144287 (1.974783627673833) | > loss_feat: 6.993165493011475 (7.024487230512831) | > loss_mel: 17.448680877685547 (17.421820486434786) | > loss_duration: 2.0075016021728516 (1.996781484045164) | > loss_1: 30.858095169067383 (30.898429639411695) | > grad_norm_1: tensor(45.7240, device='cuda:0') (tensor(86.2660, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3927 (0.3693728976779515) | > loader_time: 0.0042 (0.003617289090397382)  --> TIME: 2024-06-11 21:28:38 -- STEP: 124/330 -- GLOBAL_STEP: 314175 | > loss_disc: 2.324470043182373 (2.3549169378895933) | > loss_disc_real_0: 0.12249558418989182 (0.11069044687094225) | > loss_disc_real_1: 0.20914319157600403 (0.19480216455075047) | > loss_disc_real_2: 0.1853029876947403 (0.2104223631322384) | > loss_disc_real_3: 0.2158878892660141 (0.22962265858246433) | > loss_disc_real_4: 0.21031105518341064 (0.23138429188439924) | > loss_disc_real_5: 0.19818387925624847 (0.22137138259506994) | > loss_0: 2.324470043182373 (2.3549169378895933) | > grad_norm_0: tensor(8.4305, device='cuda:0') (tensor(8.5989, device='cuda:0')) | > loss_gen: 2.5855319499969482 (2.4809657642918252) | > loss_kl: 2.068927526473999 (1.983747495758918) | > loss_feat: 7.413332462310791 (7.045246954887144) | > loss_mel: 18.194231033325195 (17.412281344013838) | > loss_duration: 2.025031566619873 (2.000006871838724) | > loss_1: 32.287052154541016 (30.922248440404093) | > grad_norm_1: tensor(37.4833, device='cuda:0') (tensor(82.8023, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3863 (0.37271060097602116) | > loader_time: 0.0043 (0.003775323590924663)  --> TIME: 2024-06-11 21:28:48 -- STEP: 149/330 -- GLOBAL_STEP: 314200 | > loss_disc: 2.4049761295318604 (2.3554976450516887) | > loss_disc_real_0: 0.08192127197980881 (0.11157735962195682) | > loss_disc_real_1: 0.20321975648403168 (0.1956394352768892) | > loss_disc_real_2: 0.17963869869709015 (0.21035918383390315) | > loss_disc_real_3: 0.2187122255563736 (0.2285895374597319) | > loss_disc_real_4: 0.2237105369567871 (0.23065180616490794) | > loss_disc_real_5: 0.21384945511817932 (0.22199869365900154) | > loss_0: 2.4049761295318604 (2.3554976450516887) | > grad_norm_0: tensor(33.6563, device='cuda:0') (tensor(9.2118, device='cuda:0')) | > loss_gen: 2.4667794704437256 (2.4798259543092462) | > loss_kl: 1.9140292406082153 (1.987288608647033) | > loss_feat: 6.7306060791015625 (7.050080616202131) | > loss_mel: 17.961795806884766 (17.438984557286208) | > loss_duration: 2.0357604026794434 (2.00396401770163) | > loss_1: 31.108970642089844 (30.96014383815279) | > grad_norm_1: tensor(316.1149, device='cuda:0') (tensor(95.4210, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3847 (0.3737515011089761) | > loader_time: 0.0047 (0.0038612096901708003)  --> TIME: 2024-06-11 21:28:57 -- STEP: 174/330 -- GLOBAL_STEP: 314225 | > loss_disc: 2.3715312480926514 (2.36016538636438) | > loss_disc_real_0: 0.1507834494113922 (0.11298638834864241) | > loss_disc_real_1: 0.220604807138443 (0.1965212547916105) | > loss_disc_real_2: 0.20278969407081604 (0.21034986183218574) | > loss_disc_real_3: 0.24145683646202087 (0.22966174575789222) | > loss_disc_real_4: 0.20769548416137695 (0.23144293002698613) | > loss_disc_real_5: 0.1915072649717331 (0.22277773848210258) | > loss_0: 2.3715312480926514 (2.36016538636438) | > grad_norm_0: tensor(33.0444, device='cuda:0') (tensor(11.3098, device='cuda:0')) | > loss_gen: 2.527061939239502 (2.478439463966195) | > loss_kl: 2.0439436435699463 (1.9895398342746429) | > loss_feat: 7.163180828094482 (7.020000219345093) | > loss_mel: 16.630661010742188 (17.413327184216737) | > loss_duration: 2.1227335929870605 (2.0102229344433753) | > loss_1: 30.487581253051758 (30.911529694480457) | > grad_norm_1: tensor(339.4918, device='cuda:0') (tensor(120.7665, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3859 (0.3751787399423535) | > loader_time: 0.0044 (0.003961802899152384)  --> TIME: 2024-06-11 21:29:07 -- STEP: 199/330 -- GLOBAL_STEP: 314250 | > loss_disc: 2.346646547317505 (2.363987100783306) | > loss_disc_real_0: 0.0864400863647461 (0.11479532419137617) | > loss_disc_real_1: 0.23711377382278442 (0.19818655884445607) | > loss_disc_real_2: 0.24111929535865784 (0.21124686727571726) | > loss_disc_real_3: 0.2599503993988037 (0.22950002865575667) | > loss_disc_real_4: 0.2353961169719696 (0.23098435256648903) | > loss_disc_real_5: 0.24257485568523407 (0.2216552102086532) | > loss_0: 2.346646547317505 (2.363987100783306) | > grad_norm_0: tensor(20.8404, device='cuda:0') (tensor(13.9043, device='cuda:0')) | > loss_gen: 2.522139072418213 (2.4837789906928305) | > loss_kl: 2.018995761871338 (1.9941850619100445) | > loss_feat: 7.246884346008301 (7.025321402142396) | > loss_mel: 17.602657318115234 (17.389904827328785) | > loss_duration: 2.1246745586395264 (2.018597354241952) | > loss_1: 31.515350341796875 (30.911787684838377) | > grad_norm_1: tensor(301.7767, device='cuda:0') (tensor(148.9445, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.3964 (0.37682535660326794) | > loader_time: 0.0048 (0.004082280786792238)  --> TIME: 2024-06-11 21:29:18 -- STEP: 224/330 -- GLOBAL_STEP: 314275 | > loss_disc: 2.5003654956817627 (2.368237660399507) | > loss_disc_real_0: 0.16300147771835327 (0.11510516217510613) | > loss_disc_real_1: 0.19054070115089417 (0.1985969289339014) | > loss_disc_real_2: 0.22556808590888977 (0.21192031639761158) | > loss_disc_real_3: 0.21238265931606293 (0.22966201018009866) | > loss_disc_real_4: 0.2194403111934662 (0.2308060020607497) | > loss_disc_real_5: 0.22576293349266052 (0.22231086250394583) | > loss_0: 2.5003654956817627 (2.368237660399507) | > grad_norm_0: tensor(89.2901, device='cuda:0') (tensor(16.0443, device='cuda:0')) | > loss_gen: 2.4420554637908936 (2.4878140038677645) | > loss_kl: 1.9605355262756348 (2.0002068653702736) | > loss_feat: 7.41634464263916 (7.029055799756732) | > loss_mel: 17.708717346191406 (17.36944444690432) | > loss_duration: 2.132551908493042 (2.026211118591683) | > loss_1: 31.66020393371582 (30.9127322605678) | > grad_norm_1: tensor(197.8819, device='cuda:0') (tensor(176.1157, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.4085 (0.37961409773145416) | > loader_time: 0.0054 (0.0042082230959619785)  --> TIME: 2024-06-11 21:29:28 -- STEP: 249/330 -- GLOBAL_STEP: 314300 | > loss_disc: 2.2871527671813965 (2.3686917565433867) | > loss_disc_real_0: 0.11768580973148346 (0.11694891631124488) | > loss_disc_real_1: 0.19955025613307953 (0.198449243443558) | > loss_disc_real_2: 0.2186385840177536 (0.21224055974837766) | > loss_disc_real_3: 0.2031821310520172 (0.23020344033059345) | > loss_disc_real_4: 0.1956222653388977 (0.2308123468395218) | > loss_disc_real_5: 0.16751863062381744 (0.22131611023801398) | > loss_0: 2.2871527671813965 (2.3686917565433867) | > grad_norm_0: tensor(31.4401, device='cuda:0') (tensor(19.0606, device='cuda:0')) | > loss_gen: 2.549414873123169 (2.4924090301176647) | > loss_kl: 2.1371817588806152 (2.0027802234672634) | > loss_feat: 6.971832752227783 (7.030148502334534) | > loss_mel: 16.93962287902832 (17.335134054283532) | > loss_duration: 2.1043953895568848 (2.034599952908404) | > loss_1: 30.70244789123535 (30.895071765026415) | > grad_norm_1: tensor(491.1883, device='cuda:0') (tensor(202.8306, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.421 (0.3842453707652878) | > loader_time: 0.0058 (0.004368073490250062)  --> TIME: 2024-06-11 21:29:40 -- STEP: 274/330 -- GLOBAL_STEP: 314325 | > loss_disc: 2.356088161468506 (2.366607229204945) | > loss_disc_real_0: 0.1916496306657791 (0.11832377292814043) | > loss_disc_real_1: 0.20926319062709808 (0.19873100350590514) | > loss_disc_real_2: 0.27306386828422546 (0.2120453757199928) | > loss_disc_real_3: 0.2650182247161865 (0.22987409099175113) | > loss_disc_real_4: 0.24919579923152924 (0.23000295481977673) | > loss_disc_real_5: 0.24836818873882294 (0.22090721815606973) | > loss_0: 2.356088161468506 (2.366607229204945) | > grad_norm_0: tensor(65.8828, device='cuda:0') (tensor(21.0807, device='cuda:0')) | > loss_gen: 2.7092432975769043 (2.4964267050262805) | > loss_kl: 2.144580841064453 (2.008307276415998) | > loss_feat: 7.598503112792969 (7.05069083366951) | > loss_mel: 16.092008590698242 (17.29849949718391) | > loss_duration: 2.135387897491455 (2.043319621660413) | > loss_1: 30.679723739624023 (30.89724391742344) | > grad_norm_1: tensor(757.9029, device='cuda:0') (tensor(230.3996, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.4563 (0.38903986537543545) | > loader_time: 0.0064 (0.004507980207457158)  --> TIME: 2024-06-11 21:29:52 -- STEP: 299/330 -- GLOBAL_STEP: 314350 | > loss_disc: 2.380429267883301 (2.3692316570409586) | > loss_disc_real_0: 0.14254426956176758 (0.118744172604387) | > loss_disc_real_1: 0.19969283044338226 (0.19891838819087548) | > loss_disc_real_2: 0.20187734067440033 (0.21195589060767436) | > loss_disc_real_3: 0.20258785784244537 (0.2298680375949994) | > loss_disc_real_4: 0.20538033545017242 (0.2300844130707425) | > loss_disc_real_5: 0.19053059816360474 (0.22112498130886052) | > loss_0: 2.380429267883301 (2.3692316570409586) | > grad_norm_0: tensor(34.3879, device='cuda:0') (tensor(21.9669, device='cuda:0')) | > loss_gen: 2.394012451171875 (2.491175643576429) | > loss_kl: 1.886747121810913 (2.0115863750610856) | > loss_feat: 6.702980041503906 (7.048491430123115) | > loss_mel: 16.366853713989258 (17.24108427424096) | > loss_duration: 2.2061984539031982 (2.0538007746572067) | > loss_1: 29.556791305541992 (30.846138453403842) | > grad_norm_1: tensor(535.3696, device='cuda:0') (tensor(245.1826, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.482 (0.395361917872094) | > loader_time: 0.0067 (0.004686053381317037)  --> TIME: 2024-06-11 21:30:05 -- STEP: 324/330 -- GLOBAL_STEP: 314375 | > loss_disc: 2.44417667388916 (2.372026871015998) | > loss_disc_real_0: 0.1421101838350296 (0.11972709133485215) | > loss_disc_real_1: 0.23885273933410645 (0.19894397304749784) | > loss_disc_real_2: 0.18537330627441406 (0.21234015108626567) | > loss_disc_real_3: 0.23982448875904083 (0.22969234394438476) | > loss_disc_real_4: 0.20921991765499115 (0.2300423148697541) | > loss_disc_real_5: 0.22455069422721863 (0.22099165434454693) | > loss_0: 2.44417667388916 (2.372026871015998) | > grad_norm_0: tensor(13.4585, device='cuda:0') (tensor(22.4498, device='cuda:0')) | > loss_gen: 2.6171343326568604 (2.4878687711409593) | > loss_kl: 2.176475763320923 (2.018987424579668) | > loss_feat: 8.243743896484375 (7.098834847226555) | > loss_mel: 16.695161819458008 (17.204118822827756) | > loss_duration: 2.2636542320251465 (2.0682747169041327) | > loss_1: 31.996170043945312 (30.87808452417821) | > grad_norm_1: tensor(139.9564, device='cuda:0') (tensor(257.3929, device='cuda:0')) | > current_lr_0: 0.00018358669615646013 | > current_lr_1: 0.00018358669615646013 | > step_time: 0.5962 (0.40667461539492195) | > loader_time: 0.009 (0.0049332601052743405)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8706417083740234 (2.8706417083740234) | > loss_disc_real_0: 0.2907745838165283 (0.2907745838165283) | > loss_disc_real_1: 0.17672640085220337 (0.17672640085220337) | > loss_disc_real_2: 0.3182937800884247 (0.3182937800884247) | > loss_disc_real_3: 0.28280431032180786 (0.28280431032180786) | > loss_disc_real_4: 0.2966195344924927 (0.2966195344924927) | > loss_disc_real_5: 0.31230705976486206 (0.31230705976486206) | > loss_0: 2.8706417083740234 (2.8706417083740234) | > loss_gen: 2.2087812423706055 (2.2087812423706055) | > loss_kl: 1.7515943050384521 (1.7515943050384521) | > loss_feat: 5.149871349334717 (5.149871349334717) | > loss_mel: 15.239628791809082 (15.239628791809082) | > loss_duration: 2.9972035884857178 (2.9972035884857178) | > loss_1: 27.34708023071289 (27.34708023071289)  --> STEP: 1 | > loss_disc: 2.4018945693969727 (2.4018945693969727) | > loss_disc_real_0: 0.103823721408844 (0.103823721408844) | > loss_disc_real_1: 0.12283411622047424 (0.12283411622047424) | > loss_disc_real_2: 0.22770601511001587 (0.22770601511001587) | > loss_disc_real_3: 0.2405754178762436 (0.2405754178762436) | > loss_disc_real_4: 0.2602349519729614 (0.2602349519729614) | > loss_disc_real_5: 0.310861200094223 (0.310861200094223) | > loss_0: 2.4018945693969727 (2.4018945693969727) | > loss_gen: 2.3542230129241943 (2.3542230129241943) | > loss_kl: 2.698247194290161 (2.698247194290161) | > loss_feat: 5.0096025466918945 (5.0096025466918945) | > loss_mel: 17.610679626464844 (17.610679626464844) | > loss_duration: 2.4825401306152344 (2.4825401306152344) | > loss_1: 30.155292510986328 (30.155292510986328)  --> STEP: 2 | > loss_disc: 2.5107154846191406 (2.4563050270080566) | > loss_disc_real_0: 0.2141452580690384 (0.1589844897389412) | > loss_disc_real_1: 0.1654423028230667 (0.14413820952177048) | > loss_disc_real_2: 0.24644982814788818 (0.23707792162895203) | > loss_disc_real_3: 0.25249165296554565 (0.24653353542089462) | > loss_disc_real_4: 0.2952238619327545 (0.27772940695285797) | > loss_disc_real_5: 0.3305433392524719 (0.3207022696733475) | > loss_0: 2.5107154846191406 (2.4563050270080566) | > loss_gen: 2.687274694442749 (2.5207488536834717) | > loss_kl: 2.62054705619812 (2.6593971252441406) | > loss_feat: 5.36121940612793 (5.185410976409912) | > loss_mel: 18.52959632873535 (18.070137977600098) | > loss_duration: 2.492342472076416 (2.487441301345825) | > loss_1: 31.690980911254883 (30.923136711120605)  --> STEP: 3 | > loss_disc: 2.4423723220825195 (2.4516607920328775) | > loss_disc_real_0: 0.17891375720500946 (0.16562757889429727) | > loss_disc_real_1: 0.14558669924736023 (0.14462103943030039) | > loss_disc_real_2: 0.17709200084209442 (0.21708261469999948) | > loss_disc_real_3: 0.22857557237148285 (0.24054754773775736) | > loss_disc_real_4: 0.2617045044898987 (0.2723877727985382) | > loss_disc_real_5: 0.2552322745323181 (0.298878937959671) | > loss_0: 2.4423723220825195 (2.4516607920328775) | > loss_gen: 2.3500723838806152 (2.4638566970825195) | > loss_kl: 3.752096176147461 (3.023630142211914) | > loss_feat: 6.877242088317871 (5.7493546803792315) | > loss_mel: 16.28722381591797 (17.475833257039387) | > loss_duration: 2.3273401260375977 (2.4340742429097495) | > loss_1: 31.593975067138672 (31.14674949645996)  --> STEP: 4 | > loss_disc: 2.4711759090423584 (2.456539571285248) | > loss_disc_real_0: 0.1655263602733612 (0.16560227423906326) | > loss_disc_real_1: 0.16192331910133362 (0.1489466093480587) | > loss_disc_real_2: 0.2148369550704956 (0.21652119979262352) | > loss_disc_real_3: 0.28608497977256775 (0.25193190574645996) | > loss_disc_real_4: 0.2288976013660431 (0.26151522994041443) | > loss_disc_real_5: 0.23926687240600586 (0.28397592157125473) | > loss_0: 2.4711759090423584 (2.456539571285248) | > loss_gen: 2.3047590255737305 (2.4240822792053223) | > loss_kl: 4.058684825897217 (3.2823938131332397) | > loss_feat: 5.329555034637451 (5.644404768943787) | > loss_mel: 18.61554527282715 (17.760761260986328) | > loss_duration: 2.3343544006347656 (2.4091442823410034) | > loss_1: 32.64289855957031 (31.52078676223755)  --> STEP: 5 | > loss_disc: 2.7300262451171875 (2.5112369060516357) | > loss_disc_real_0: 0.28010040521621704 (0.18850190043449402) | > loss_disc_real_1: 0.13441720604896545 (0.14604072868824006) | > loss_disc_real_2: 0.3070521652698517 (0.23462739288806916) | > loss_disc_real_3: 0.26239386200904846 (0.25402429699897766) | > loss_disc_real_4: 0.21448375284671783 (0.2521089345216751) | > loss_disc_real_5: 0.2287413477897644 (0.2729290068149567) | > loss_0: 2.7300262451171875 (2.5112369060516357) | > loss_gen: 2.1696183681488037 (2.3731894969940184) | > loss_kl: 2.4905483722686768 (3.1240247249603272) | > loss_feat: 5.446444988250732 (5.604812812805176) | > loss_mel: 18.445066452026367 (17.897622299194335) | > loss_duration: 2.4034552574157715 (2.408006477355957) | > loss_1: 30.955135345458984 (31.407656478881837)  --> STEP: 6 | > loss_disc: 2.6115198135375977 (2.527950723965963) | > loss_disc_real_0: 0.27127790451049805 (0.20229790111382803) | > loss_disc_real_1: 0.14846277236938477 (0.1464444026350975) | > loss_disc_real_2: 0.32341691851615906 (0.24942564715941748) | > loss_disc_real_3: 0.2914181053638458 (0.2602565983931224) | > loss_disc_real_4: 0.297229528427124 (0.2596290335059166) | > loss_disc_real_5: 0.32670488953590393 (0.28189165393511456) | > loss_0: 2.6115198135375977 (2.527950723965963) | > loss_gen: 2.6375858783721924 (2.4172555605570474) | > loss_kl: 3.2073540687561035 (3.13791294892629) | > loss_feat: 5.1570539474487305 (5.5301863352457685) | > loss_mel: 17.988813400268555 (17.91282081604004) | > loss_duration: 2.1768524646759033 (2.3694808085759482) | > loss_1: 31.167661666870117 (31.36765734354655)  --> STEP: 7 | > loss_disc: 2.608715772628784 (2.5394885880606517) | > loss_disc_real_0: 0.16175904870033264 (0.1965066364833287) | > loss_disc_real_1: 0.17241768538951874 (0.1501548716000148) | > loss_disc_real_2: 0.27613505721092224 (0.2532412771667753) | > loss_disc_real_3: 0.2938295304775238 (0.2650527315480368) | > loss_disc_real_4: 0.27559375762939453 (0.26190970838069916) | > loss_disc_real_5: 0.2421269416809082 (0.2762109807559422) | > loss_0: 2.608715772628784 (2.5394885880606517) | > loss_gen: 2.381693124771118 (2.4121752125876292) | > loss_kl: 4.1982741355896 (3.28939311844962) | > loss_feat: 4.760040760040283 (5.420165538787842) | > loss_mel: 16.39510154724121 (17.696003777640207) | > loss_duration: 2.475621223449707 (2.384643724986485) | > loss_1: 30.210731506347656 (31.202382223946707)  --> STEP: 8 | > loss_disc: 2.3077781200408936 (2.5105247795581818) | > loss_disc_real_0: 0.16816046833992004 (0.1929633654654026) | > loss_disc_real_1: 0.09682372212409973 (0.14348847791552544) | > loss_disc_real_2: 0.2096107006072998 (0.24778745509684086) | > loss_disc_real_3: 0.24716463685035706 (0.2628167197108269) | > loss_disc_real_4: 0.270219624042511 (0.26294844783842564) | > loss_disc_real_5: 0.22027727961540222 (0.2692192681133747) | > loss_0: 2.3077781200408936 (2.5105247795581818) | > loss_gen: 2.6444716453552246 (2.4412122666835785) | > loss_kl: 2.7558202743530273 (3.2226965129375458) | > loss_feat: 7.407341480255127 (5.668562531471252) | > loss_mel: 18.752338409423828 (17.82804560661316) | > loss_duration: 2.2842113971710205 (2.372089684009552) | > loss_1: 33.84418487548828 (31.532607555389404)  --> STEP: 9 | > loss_disc: 2.4118497371673584 (2.4995608859592013) | > loss_disc_real_0: 0.1688205897808075 (0.19028083483378092) | > loss_disc_real_1: 0.14737267792224884 (0.14392005569405025) | > loss_disc_real_2: 0.1976395696401596 (0.24221546782387626) | > loss_disc_real_3: 0.21353702247142792 (0.2573411977953381) | > loss_disc_real_4: 0.19447624683380127 (0.25534042550457847) | > loss_disc_real_5: 0.2294464111328125 (0.2648000617822011) | > loss_0: 2.4118497371673584 (2.4995608859592013) | > loss_gen: 2.161864995956421 (2.410173681047228) | > loss_kl: 2.7403879165649414 (3.1691066688961453) | > loss_feat: 7.7912187576293945 (5.904413223266602) | > loss_mel: 17.019649505615234 (17.738223817613388) | > loss_duration: 2.155545711517334 (2.3480292426215277) | > loss_1: 31.868667602539062 (31.569947560628254)  --> STEP: 10 | > loss_disc: 2.628037929534912 (2.5124085903167725) | > loss_disc_real_0: 0.1511039435863495 (0.18636314570903778) | > loss_disc_real_1: 0.11900341510772705 (0.14142839163541793) | > loss_disc_real_2: 0.2308812290430069 (0.24108204394578933) | > loss_disc_real_3: 0.2953833341598511 (0.2611454114317894) | > loss_disc_real_4: 0.296051025390625 (0.25941148549318316) | > loss_disc_real_5: 0.2810170650482178 (0.2664217621088028) | > loss_0: 2.628037929534912 (2.5124085903167725) | > loss_gen: 2.156006336212158 (2.3847569465637206) | > loss_kl: 2.7957940101623535 (3.131775403022766) | > loss_feat: 7.716978549957275 (6.085669755935669) | > loss_mel: 17.18313980102539 (17.68271541595459) | > loss_duration: 2.400179386138916 (2.353244256973267) | > loss_1: 32.252098083496094 (31.63816261291504)  --> STEP: 11 | > loss_disc: 2.801453113555908 (2.538685365156694) | > loss_disc_real_0: 0.26884976029396057 (0.19386192885312167) | > loss_disc_real_1: 0.245041161775589 (0.1508477343754335) | > loss_disc_real_2: 0.2807736098766327 (0.24469036812132056) | > loss_disc_real_3: 0.21292881667613983 (0.25676208463582123) | > loss_disc_real_4: 0.2495710402727127 (0.25851689956404944) | > loss_disc_real_5: 0.26556554436683655 (0.26634392413226043) | > loss_0: 2.801453113555908 (2.538685365156694) | > loss_gen: 2.3178365230560303 (2.3786732716993852) | > loss_kl: 3.5905723571777344 (3.173484217036854) | > loss_feat: 6.389772891998291 (6.113315495577726) | > loss_mel: 15.935649871826172 (17.523891275579278) | > loss_duration: 2.510162353515625 (2.367509538477117) | > loss_1: 30.743993759155273 (31.556874535300516)  --> STEP: 12 | > loss_disc: 2.5510904788970947 (2.5397191246350608) | > loss_disc_real_0: 0.11824741959571838 (0.18756071974833807) | > loss_disc_real_1: 0.11927752941846848 (0.14821688396235308) | > loss_disc_real_2: 0.2790027856826782 (0.2475497362514337) | > loss_disc_real_3: 0.28586041927337646 (0.25918694585561747) | > loss_disc_real_4: 0.23786836862564087 (0.2567961886525154) | > loss_disc_real_5: 0.25420042872428894 (0.26533196618159616) | > loss_0: 2.5510904788970947 (2.5397191246350608) | > loss_gen: 2.1395552158355713 (2.3587467670440674) | > loss_kl: 2.640404224395752 (3.1290608843167624) | > loss_feat: 5.76575231552124 (6.084351897239685) | > loss_mel: 16.5561466217041 (17.443245887756344) | > loss_duration: 2.2033591270446777 (2.353830337524414) | > loss_1: 29.305217742919922 (31.3692364692688)  --> STEP: 13 | > loss_disc: 2.529995918273926 (2.538971185684204) | > loss_disc_real_0: 0.21554695069789886 (0.18971350674445814) | > loss_disc_real_1: 0.16483116149902344 (0.14949490531132772) | > loss_disc_real_2: 0.2651871144771576 (0.24890645765341246) | > loss_disc_real_3: 0.276506632566452 (0.26051922944875855) | > loss_disc_real_4: 0.20574286580085754 (0.25286900997161865) | > loss_disc_real_5: 0.24806885421276093 (0.26400403449168575) | > loss_0: 2.529995918273926 (2.538971185684204) | > loss_gen: 2.2538557052612305 (2.350678223830003) | > loss_kl: 3.4520928859710693 (3.153909499828632) | > loss_feat: 4.306295871734619 (5.947578356816218) | > loss_mel: 13.260673522949219 (17.12150955200195) | > loss_duration: 2.297863006591797 (2.349525158221905) | > loss_1: 25.570781707763672 (30.92320148761456)  --> STEP: 14 | > loss_disc: 2.6052684783935547 (2.543706706592015) | > loss_disc_real_0: 0.22395843267440796 (0.1921595728823117) | > loss_disc_real_1: 0.10949426889419556 (0.14663771699581826) | > loss_disc_real_2: 0.26924818754196167 (0.2503594383597374) | > loss_disc_real_3: 0.2541378438472748 (0.2600634161915097) | > loss_disc_real_4: 0.26337212324142456 (0.25361923234803335) | > loss_disc_real_5: 0.29317528009414673 (0.2660876948918615) | > loss_0: 2.6052684783935547 (2.543706706592015) | > loss_gen: 2.228898763656616 (2.3419796909604753) | > loss_kl: 3.2455952167510986 (3.1604584796088084) | > loss_feat: 6.102999210357666 (5.958679846354893) | > loss_mel: 20.058412551879883 (17.331288337707516) | > loss_duration: 2.4214375019073486 (2.354661754199437) | > loss_1: 34.057342529296875 (31.14706870487758)  --> STEP: 15 | > loss_disc: 2.4954614639282227 (2.5404903570810955) | > loss_disc_real_0: 0.1295149326324463 (0.18798326353232067) | > loss_disc_real_1: 0.15670564770698547 (0.14730891237656277) | > loss_disc_real_2: 0.30832791328430176 (0.25422400335470835) | > loss_disc_real_3: 0.2819761335849762 (0.2615242640177408) | > loss_disc_real_4: 0.23340553045272827 (0.2522716522216797) | > loss_disc_real_5: 0.24938958883285522 (0.2649744878212611) | > loss_0: 2.4954614639282227 (2.5404903570810955) | > loss_gen: 2.435966968536377 (2.3482455094655355) | > loss_kl: 3.8112294673919678 (3.2038432121276856) | > loss_feat: 6.939792156219482 (6.0240873336792) | > loss_mel: 17.058643341064453 (17.31311200459798) | > loss_duration: 2.395233154296875 (2.357366514205933) | > loss_1: 32.640865325927734 (31.246655146280926)  --> STEP: 16 | > loss_disc: 2.811288833618164 (2.557415261864662) | > loss_disc_real_0: 0.2573610842227936 (0.19231937732547522) | > loss_disc_real_1: 0.19656677544116974 (0.1503875288181007) | > loss_disc_real_2: 0.2744743227958679 (0.2554896483197808) | > loss_disc_real_3: 0.247701957821846 (0.2606603698804974) | > loss_disc_real_4: 0.22789525985717773 (0.2507481276988983) | > loss_disc_real_5: 0.2682836949825287 (0.2651813132688403) | > loss_0: 2.811288833618164 (2.557415261864662) | > loss_gen: 2.0891056060791016 (2.3320492655038834) | > loss_kl: 2.4506375789642334 (3.15676786005497) | > loss_feat: 6.359736919403076 (6.0450654327869415) | > loss_mel: 15.467719078063965 (17.197774946689602) | > loss_duration: 2.4004628658294678 (2.3600600361824036) | > loss_1: 28.767662048339844 (31.091718077659607)  --> STEP: 17 | > loss_disc: 2.5466811656951904 (2.5567838444429287) | > loss_disc_real_0: 0.17789186537265778 (0.19147070015178008) | > loss_disc_real_1: 0.18520186841487885 (0.15243543114732294) | > loss_disc_real_2: 0.2872854173183441 (0.2573599876726375) | > loss_disc_real_3: 0.24370793998241425 (0.25966316812178664) | > loss_disc_real_4: 0.23053833842277527 (0.24955931656500874) | > loss_disc_real_5: 0.2894723415374756 (0.2666101972846424) | > loss_0: 2.5466811656951904 (2.5567838444429287) | > loss_gen: 2.296215772628784 (2.329941412981819) | > loss_kl: 2.607131004333496 (3.124436280306648) | > loss_feat: 5.310153961181641 (6.001835346221924) | > loss_mel: 17.41666603088379 (17.210650892818673) | > loss_duration: 2.388397693634033 (2.36172695720897) | > loss_1: 30.01856231689453 (31.028591268202838)  --> STEP: 18 | > loss_disc: 2.3223466873168945 (2.5437595579359265) | > loss_disc_real_0: 0.1079162061214447 (0.18682878381676143) | > loss_disc_real_1: 0.09625019878149033 (0.1493140293492211) | > loss_disc_real_2: 0.15888862311840057 (0.2518893563085132) | > loss_disc_real_3: 0.19304366409778595 (0.2559620845648977) | > loss_disc_real_4: 0.2349897027015686 (0.2487498935725954) | > loss_disc_real_5: 0.19073732197284698 (0.2623950375450982) | > loss_0: 2.3223466873168945 (2.5437595579359265) | > loss_gen: 2.518080711364746 (2.3403935962253146) | > loss_kl: 2.5746734142303467 (3.0938938988579645) | > loss_feat: 8.854645729064941 (6.160324811935425) | > loss_mel: 17.0418643951416 (17.201273865169945) | > loss_duration: 2.205789089202881 (2.3530637423197427) | > loss_1: 33.19505310058594 (31.14895025889079)  --> STEP: 19 | > loss_disc: 2.683936357498169 (2.5511372842286764) | > loss_disc_real_0: 0.20188094675540924 (0.18762100291879555) | > loss_disc_real_1: 0.13877040147781372 (0.14875910156651548) | > loss_disc_real_2: 0.2856768071651459 (0.2536676431957044) | > loss_disc_real_3: 0.2505626380443573 (0.2556779031690798) | > loss_disc_real_4: 0.31988921761512756 (0.25249406852220235) | > loss_disc_real_5: 0.2640385925769806 (0.26248154044151306) | > loss_0: 2.683936357498169 (2.5511372842286764) | > loss_gen: 2.1501224040985107 (2.330379322955483) | > loss_kl: 2.406407356262207 (3.0577103966160823) | > loss_feat: 5.168880462646484 (6.108143530393901) | > loss_mel: 15.830160140991211 (17.129109984950013) | > loss_duration: 2.32797908782959 (2.3517434973465767) | > loss_1: 27.883548736572266 (30.977087020874023)  --> STEP: 20 | > loss_disc: 2.7416865825653076 (2.560664749145508) | > loss_disc_real_0: 0.13200625777244568 (0.18484026566147807) | > loss_disc_real_1: 0.11424200981855392 (0.1470332469791174) | > loss_disc_real_2: 0.27382978796958923 (0.25467575043439866) | > loss_disc_real_3: 0.297031968832016 (0.2577456064522266) | > loss_disc_real_4: 0.24155814945697784 (0.2519472725689411) | > loss_disc_real_5: 0.3680669367313385 (0.26776081025600434) | > loss_0: 2.7416865825653076 (2.560664749145508) | > loss_gen: 2.2939136028289795 (2.328556036949158) | > loss_kl: 2.5877904891967773 (3.034214401245117) | > loss_feat: 7.045266151428223 (6.1549996614456175) | > loss_mel: 18.481767654418945 (17.19674286842346) | > loss_duration: 2.282741069793701 (2.3482933759689333) | > loss_1: 32.69147872924805 (31.062806606292725)  --> STEP: 21 | > loss_disc: 2.345229148864746 (2.5504059110369) | > loss_disc_real_0: 0.09690016508102417 (0.1806526418243136) | > loss_disc_real_1: 0.1447005271911621 (0.14692216508445285) | > loss_disc_real_2: 0.2098131775856018 (0.2525394374415988) | > loss_disc_real_3: 0.2633323669433594 (0.25801164266609006) | > loss_disc_real_4: 0.23596930503845215 (0.2511864169722512) | > loss_disc_real_5: 0.19297859072685242 (0.2641997521831876) | > loss_0: 2.345229148864746 (2.5504059110369) | > loss_gen: 2.1664111614227295 (2.32083485240028) | > loss_kl: 2.3951287269592285 (3.0037817500886463) | > loss_feat: 4.910342216491699 (6.095730259304955) | > loss_mel: 17.412534713745117 (17.207018670581633) | > loss_duration: 2.144537925720215 (2.338590735480899) | > loss_1: 29.028953552246094 (30.965956460861932)  --> STEP: 22 | > loss_disc: 2.778766632080078 (2.56078594381159) | > loss_disc_real_0: 0.22614769637584686 (0.18272059884938327) | > loss_disc_real_1: 0.21614810824394226 (0.15006879886442964) | > loss_disc_real_2: 0.2475123554468155 (0.2523109337145632) | > loss_disc_real_3: 0.26419416069984436 (0.2582926662130789) | > loss_disc_real_4: 0.2882941961288452 (0.25287313420664187) | > loss_disc_real_5: 0.26249608397483826 (0.2641223127191717) | > loss_0: 2.778766632080078 (2.56078594381159) | > loss_gen: 2.24424147605896 (2.3173533352938565) | > loss_kl: 2.378115653991699 (2.9753423820842397) | > loss_feat: 7.081249713897705 (6.14052659815008) | > loss_mel: 18.746381759643555 (17.276989720084448) | > loss_duration: 2.162661552429199 (2.3305939544330943) | > loss_1: 32.61265182495117 (31.040806250138715)  --> STEP: 23 | > loss_disc: 2.5110373497009277 (2.5586229614589526) | > loss_disc_real_0: 0.18468573689460754 (0.18280603963395822) | > loss_disc_real_1: 0.1096392348408699 (0.14831099173297052) | > loss_disc_real_2: 0.26526567339897156 (0.2528741832660592) | > loss_disc_real_3: 0.2539009153842926 (0.2581017205248708) | > loss_disc_real_4: 0.20818015933036804 (0.2509299613859343) | > loss_disc_real_5: 0.22818106412887573 (0.2625596497369849) | > loss_0: 2.5110373497009277 (2.5586229614589526) | > loss_gen: 2.2272450923919678 (2.31343558560247) | > loss_kl: 2.5805511474609375 (2.95817754579627) | > loss_feat: 6.190576553344727 (6.142702683158543) | > loss_mel: 16.987878799438477 (17.264419680056363) | > loss_duration: 2.291628360748291 (2.328899798185929) | > loss_1: 30.27787971496582 (31.007635531218156)  --> STEP: 24 | > loss_disc: 2.4254865646362305 (2.553075611591339) | > loss_disc_real_0: 0.14502067863941193 (0.1812316495925188) | > loss_disc_real_1: 0.11131525784730911 (0.14676950282106796) | > loss_disc_real_2: 0.23944413661956787 (0.2523145979891221) | > loss_disc_real_3: 0.31286272406578064 (0.260383429005742) | > loss_disc_real_4: 0.24838584661483765 (0.2508239566038053) | > loss_disc_real_5: 0.21872226893901825 (0.2607330922037363) | > loss_0: 2.4254865646362305 (2.553075611591339) | > loss_gen: 2.35990309715271 (2.3153717319170632) | > loss_kl: 2.6561355590820312 (2.94559246301651) | > loss_feat: 5.280294895172119 (6.106769025325775) | > loss_mel: 17.36982536315918 (17.268811583518982) | > loss_duration: 2.401002883911133 (2.3319040934244795) | > loss_1: 30.067161560058594 (30.968449115753174)  --> STEP: 25 | > loss_disc: 2.5210471153259277 (2.5517944717407226) | > loss_disc_real_0: 0.1476561427116394 (0.17988862931728364) | > loss_disc_real_1: 0.17793162167072296 (0.14801598757505416) | > loss_disc_real_2: 0.2613579034805298 (0.2526763302087784) | > loss_disc_real_3: 0.2791050672531128 (0.26113229453563686) | > loss_disc_real_4: 0.27601951360702515 (0.2518317788839341) | > loss_disc_real_5: 0.24913644790649414 (0.26026922643184663) | > loss_0: 2.5210471153259277 (2.5517944717407226) | > loss_gen: 2.3760933876037598 (2.3178005981445313) | > loss_kl: 2.5726215839385986 (2.9306736278533934) | > loss_feat: 6.051498889923096 (6.104558219909668) | > loss_mel: 16.664222717285156 (17.244628028869627) | > loss_duration: 2.3728480339050293 (2.3335418510437016) | > loss_1: 30.03728485107422 (30.931202545166016)  --> STEP: 26 | > loss_disc: 2.2545530796051025 (2.5403621105047374) | > loss_disc_real_0: 0.18846961855888367 (0.18021866736503747) | > loss_disc_real_1: 0.13935285806655884 (0.14768279028626588) | > loss_disc_real_2: 0.17026430368423462 (0.24950663688091132) | > loss_disc_real_3: 0.08578664809465408 (0.2543882312109837) | > loss_disc_real_4: 0.15932044386863708 (0.24827365061411497) | > loss_disc_real_5: 0.11424078792333603 (0.2546527480276731) | > loss_0: 2.2545530796051025 (2.5403621105047374) | > loss_gen: 2.0436129570007324 (2.3072549196390004) | > loss_kl: 2.8351807594299316 (2.927000825221722) | > loss_feat: 13.213274955749512 (6.377970402057354) | > loss_mel: 19.9642391204834 (17.349228455470158) | > loss_duration: 2.298835277557373 (2.3322069828326892) | > loss_1: 40.35514450073242 (31.293661851149338) --> EVAL PERFORMANCE | > avg_loader_time: 0.00248876901773306 (+8.592238793006263e-05) | > avg_loss_disc: 2.5403621105047374 (+0.07454614455883313) | > avg_loss_disc_real_0: 0.18021866736503747 (+0.07387658480841379) | > avg_loss_disc_real_1: 0.14768279028626588 (-0.08170519797847822) | > avg_loss_disc_real_2: 0.24950663688091132 (+0.01994922155371079) | > avg_loss_disc_real_3: 0.2543882312109837 (-0.007265660911798477) | > avg_loss_disc_real_4: 0.24827365061411497 (+0.02776561161646482) | > avg_loss_disc_real_5: 0.2546527480276731 (+0.04247716842935634) | > avg_loss_0: 2.5403621105047374 (+0.07454614455883313) | > avg_loss_gen: 2.3072549196390004 (+0.07964825630187988) | > avg_loss_kl: 2.927000825221722 (-0.13482622916881848) | > avg_loss_feat: 6.377970402057354 (-0.5243896245956421) | > avg_loss_mel: 17.349228455470158 (-0.12379921399630334) | > avg_loss_duration: 2.3322069828326892 (-0.013514179449814367) | > avg_loss_1: 31.293661851149338 (-0.7168806516207198)  > EPOCH: 686/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:30:28)   --> TIME: 2024-06-11 21:30:36 -- STEP: 19/330 -- GLOBAL_STEP: 314400 | > loss_disc: 2.3748743534088135 (2.3932759385359916) | > loss_disc_real_0: 0.11208529025316238 (0.1050355254035247) | > loss_disc_real_1: 0.22804930806159973 (0.21436161900821485) | > loss_disc_real_2: 0.21500253677368164 (0.2091665267944336) | > loss_disc_real_3: 0.2340741902589798 (0.2291665532087025) | > loss_disc_real_4: 0.21921227872371674 (0.2287041309632753) | > loss_disc_real_5: 0.24327437579631805 (0.22790515030685224) | > loss_0: 2.3748743534088135 (2.3932759385359916) | > grad_norm_0: tensor(5.1563, device='cuda:0') (tensor(7.1114, device='cuda:0')) | > loss_gen: 2.385617733001709 (2.4509261783800627) | > loss_kl: 1.8038439750671387 (1.9114746608232196) | > loss_feat: 6.8683600425720215 (6.703478210850766) | > loss_mel: 16.582910537719727 (17.587718863236276) | > loss_duration: 1.9936918020248413 (2.07035956257268) | > loss_1: 29.63442611694336 (30.723957362927887) | > grad_norm_1: tensor(120.6991, device='cuda:0') (tensor(77.4394, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3643 (0.3688901223634419) | > loader_time: 0.0031 (0.0032285389147306744)  --> TIME: 2024-06-11 21:30:46 -- STEP: 44/330 -- GLOBAL_STEP: 314425 | > loss_disc: 2.4055354595184326 (2.3618138269944624) | > loss_disc_real_0: 0.15058088302612305 (0.10630076632580975) | > loss_disc_real_1: 0.22361311316490173 (0.2060849006203088) | > loss_disc_real_2: 0.23896794021129608 (0.20604724843393674) | > loss_disc_real_3: 0.2654713988304138 (0.22568988156589595) | > loss_disc_real_4: 0.22677427530288696 (0.22856867482716386) | > loss_disc_real_5: 0.22708462178707123 (0.2235713726417585) | > loss_0: 2.4055354595184326 (2.3618138269944624) | > grad_norm_0: tensor(15.7030, device='cuda:0') (tensor(9.1175, device='cuda:0')) | > loss_gen: 2.520387649536133 (2.492634388533506) | > loss_kl: 2.034209966659546 (1.9673346281051636) | > loss_feat: 7.460502624511719 (6.93977025422183) | > loss_mel: 17.7186279296875 (17.603939793326642) | > loss_duration: 1.9116690158843994 (2.0127635435624556) | > loss_1: 31.645397186279297 (31.016442472284492) | > grad_norm_1: tensor(132.5727, device='cuda:0') (tensor(107.1562, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.356 (0.36700262264771893) | > loader_time: 0.0032 (0.003340070897882635)  --> TIME: 2024-06-11 21:30:55 -- STEP: 69/330 -- GLOBAL_STEP: 314450 | > loss_disc: 2.444125175476074 (2.3567966136379517) | > loss_disc_real_0: 0.13550423085689545 (0.10850869756245958) | > loss_disc_real_1: 0.20460648834705353 (0.20153787041055984) | > loss_disc_real_2: 0.22098377346992493 (0.2062062467785849) | > loss_disc_real_3: 0.2048214226961136 (0.22590837249721307) | > loss_disc_real_4: 0.22748146951198578 (0.22966653713281607) | > loss_disc_real_5: 0.23311252892017365 (0.22440599488175433) | > loss_0: 2.444125175476074 (2.3567966136379517) | > grad_norm_0: tensor(7.7666, device='cuda:0') (tensor(10.2805, device='cuda:0')) | > loss_gen: 2.4187514781951904 (2.4813968616983173) | > loss_kl: 1.9419118165969849 (1.9662226835886638) | > loss_feat: 7.451226234436035 (6.979491793591043) | > loss_mel: 16.929166793823242 (17.532476784526445) | > loss_duration: 1.9327270984649658 (1.998679494512254) | > loss_1: 30.673782348632812 (30.958267515984133) | > grad_norm_1: tensor(122.6094, device='cuda:0') (tensor(120.9536, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3471 (0.3674590345742046) | > loader_time: 0.0033 (0.0034937720367873926)  --> TIME: 2024-06-11 21:31:05 -- STEP: 94/330 -- GLOBAL_STEP: 314475 | > loss_disc: 2.3469159603118896 (2.3643797280940615) | > loss_disc_real_0: 0.15318651497364044 (0.11006284608168805) | > loss_disc_real_1: 0.217646986246109 (0.20085592726443677) | > loss_disc_real_2: 0.22356578707695007 (0.20922182135759515) | > loss_disc_real_3: 0.23559464514255524 (0.22767216522008815) | > loss_disc_real_4: 0.2070564329624176 (0.23095984202116093) | > loss_disc_real_5: 0.17251992225646973 (0.22438616432408068) | > loss_0: 2.3469159603118896 (2.3643797280940615) | > grad_norm_0: tensor(5.7982, device='cuda:0') (tensor(9.7234, device='cuda:0')) | > loss_gen: 2.5265145301818848 (2.4758418975992407) | > loss_kl: 1.9272397756576538 (1.9782697241357032) | > loss_feat: 7.68661642074585 (6.953620083788608) | > loss_mel: 17.332218170166016 (17.48096646653846) | > loss_duration: 2.0104761123657227 (1.9952774225397314) | > loss_1: 31.48306655883789 (30.88397553626527) | > grad_norm_1: tensor(108.1427, device='cuda:0') (tensor(112.4182, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3846 (0.3694944483168582) | > loader_time: 0.0038 (0.0035945709715498255)  --> TIME: 2024-06-11 21:31:14 -- STEP: 119/330 -- GLOBAL_STEP: 314500 | > loss_disc: 2.3699653148651123 (2.3621166293360614) | > loss_disc_real_0: 0.08238982409238815 (0.11220722977353745) | > loss_disc_real_1: 0.19858615100383759 (0.19952697851577728) | > loss_disc_real_2: 0.21046097576618195 (0.20892876198812693) | > loss_disc_real_3: 0.23504893481731415 (0.2279602718703887) | > loss_disc_real_4: 0.2511427402496338 (0.2301899689335783) | > loss_disc_real_5: 0.22703437507152557 (0.223398256201704) | > loss_0: 2.3699653148651123 (2.3621166293360614) | > grad_norm_0: tensor(11.0558, device='cuda:0') (tensor(9.7410, device='cuda:0')) | > loss_gen: 2.4367916584014893 (2.4750236302864645) | > loss_kl: 2.1723408699035645 (1.989734862031055) | > loss_feat: 7.108426570892334 (6.973886549973688) | > loss_mel: 17.518224716186523 (17.467112052340486) | > loss_duration: 1.985055923461914 (1.996346551831029) | > loss_1: 31.220840454101562 (30.902103584353664) | > grad_norm_1: tensor(165.4975, device='cuda:0') (tensor(111.1401, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3722 (0.3706603991885145) | > loader_time: 0.0039 (0.0037117986118092258) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_314500.pth  --> TIME: 2024-06-11 21:31:29 -- STEP: 144/330 -- GLOBAL_STEP: 314525 | > loss_disc: 2.3332905769348145 (2.3661169889900426) | > loss_disc_real_0: 0.08533917367458344 (0.11337637885784109) | > loss_disc_real_1: 0.17749181389808655 (0.19897606730875037) | > loss_disc_real_2: 0.20866753160953522 (0.2102184834786588) | > loss_disc_real_3: 0.20294490456581116 (0.2286604473160373) | > loss_disc_real_4: 0.22380387783050537 (0.23052714371846783) | > loss_disc_real_5: 0.23369167745113373 (0.2243433922736181) | > loss_0: 2.3332905769348145 (2.3661169889900426) | > grad_norm_0: tensor(9.0710, device='cuda:0') (tensor(10.1436, device='cuda:0')) | > loss_gen: 2.449907064437866 (2.4703146980868436) | > loss_kl: 2.1773717403411865 (1.9942289681898222) | > loss_feat: 7.475741386413574 (6.950896700223287) | > loss_mel: 17.521455764770508 (17.442113810115405) | > loss_duration: 2.0058891773223877 (2.001432557072904) | > loss_1: 31.6303653717041 (30.858986682362026) | > grad_norm_1: tensor(233.0717, device='cuda:0') (tensor(115.3325, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3827 (0.3727025323443943) | > loader_time: 0.0046 (0.003839857048458523)  --> TIME: 2024-06-11 21:31:39 -- STEP: 169/330 -- GLOBAL_STEP: 314550 | > loss_disc: 2.4055633544921875 (2.36806463489871) | > loss_disc_real_0: 0.10667829215526581 (0.11491315243159525) | > loss_disc_real_1: 0.16746079921722412 (0.1987971007471253) | > loss_disc_real_2: 0.2411627322435379 (0.21013695442464933) | > loss_disc_real_3: 0.24516664445400238 (0.22859094939993682) | > loss_disc_real_4: 0.26993975043296814 (0.23043949760981566) | > loss_disc_real_5: 0.2728081941604614 (0.22421130837773431) | > loss_0: 2.4055633544921875 (2.36806463489871) | > grad_norm_0: tensor(27.1138, device='cuda:0') (tensor(10.8284, device='cuda:0')) | > loss_gen: 2.53855037689209 (2.471090177107139) | > loss_kl: 1.8987675905227661 (1.9990607986788778) | > loss_feat: 7.080937385559082 (6.956573839018331) | > loss_mel: 17.469356536865234 (17.441526627399536) | > loss_duration: 2.052786350250244 (2.0070524152213998) | > loss_1: 31.0403995513916 (30.875303798878686) | > grad_norm_1: tensor(62.0450, device='cuda:0') (tensor(125.8867, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3701 (0.3746015785713873) | > loader_time: 0.004 (0.003949351564666929)  --> TIME: 2024-06-11 21:31:49 -- STEP: 194/330 -- GLOBAL_STEP: 314575 | > loss_disc: 2.3810360431671143 (2.3708937266438275) | > loss_disc_real_0: 0.13170698285102844 (0.11560881523818699) | > loss_disc_real_1: 0.19575800001621246 (0.19873696757653317) | > loss_disc_real_2: 0.20270219445228577 (0.21005725760742563) | > loss_disc_real_3: 0.20679086446762085 (0.228825886916254) | > loss_disc_real_4: 0.22052423655986786 (0.23102904602731625) | > loss_disc_real_5: 0.20976898074150085 (0.22389718813380016) | > loss_0: 2.3810360431671143 (2.3708937266438275) | > grad_norm_0: tensor(18.4781, device='cuda:0') (tensor(13.5057, device='cuda:0')) | > loss_gen: 2.5986363887786865 (2.473385898108334) | > loss_kl: 2.0357048511505127 (1.9972766686960595) | > loss_feat: 6.72664737701416 (6.9533085577266736) | > loss_mel: 17.544734954833984 (17.39971596432717) | > loss_duration: 2.037954092025757 (2.014539924479022) | > loss_1: 30.94367790222168 (30.838226977082872) | > grad_norm_1: tensor(377.9704, device='cuda:0') (tensor(156.8346, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.393 (0.3776934048564164) | > loader_time: 0.0047 (0.004074230636518027)  --> TIME: 2024-06-11 21:31:59 -- STEP: 219/330 -- GLOBAL_STEP: 314600 | > loss_disc: 2.392359972000122 (2.3757552066350076) | > loss_disc_real_0: 0.06282895058393478 (0.11682075512123434) | > loss_disc_real_1: 0.20259152352809906 (0.1990488047741319) | > loss_disc_real_2: 0.19724959135055542 (0.21052361439624337) | > loss_disc_real_3: 0.25706955790519714 (0.22981497271148038) | > loss_disc_real_4: 0.2538903057575226 (0.2313567751754909) | > loss_disc_real_5: 0.23263490200042725 (0.22452281292987197) | > loss_0: 2.392359972000122 (2.3757552066350076) | > grad_norm_0: tensor(31.0491, device='cuda:0') (tensor(16.2378, device='cuda:0')) | > loss_gen: 2.4545931816101074 (2.4782900875561835) | > loss_kl: 2.2219715118408203 (1.9980888453792764) | > loss_feat: 7.933910369873047 (6.975152801705278) | > loss_mel: 17.25733184814453 (17.3716261441305) | > loss_duration: 2.0926108360290527 (2.0220033376728557) | > loss_1: 31.960418701171875 (30.845161185417002) | > grad_norm_1: tensor(481.5991, device='cuda:0') (tensor(184.6997, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.3854 (0.3798233286975181) | > loader_time: 0.0047 (0.0041879018147786455)  --> TIME: 2024-06-11 21:32:10 -- STEP: 244/330 -- GLOBAL_STEP: 314625 | > loss_disc: 2.408477783203125 (2.3759384809947393) | > loss_disc_real_0: 0.09456953406333923 (0.11813228191105557) | > loss_disc_real_1: 0.20602186024188995 (0.19943593472975193) | > loss_disc_real_2: 0.21504776179790497 (0.21035122792007496) | > loss_disc_real_3: 0.20476014912128448 (0.2297244483574492) | > loss_disc_real_4: 0.2019510120153427 (0.2311963614259587) | > loss_disc_real_5: 0.183158278465271 (0.22355021560778382) | > loss_0: 2.408477783203125 (2.3759384809947393) | > grad_norm_0: tensor(32.4229, device='cuda:0') (tensor(19.5751, device='cuda:0')) | > loss_gen: 2.333447217941284 (2.480870827299648) | > loss_kl: 2.0725350379943848 (2.0015934857188675) | > loss_feat: 7.24102258682251 (6.968755217849231) | > loss_mel: 17.134634017944336 (17.332626506930506) | > loss_duration: 2.0616469383239746 (2.0306986839067735) | > loss_1: 30.843286514282227 (30.814544709002384) | > grad_norm_1: tensor(559.7552, device='cuda:0') (tensor(214.1778, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.4281 (0.3828998520726063) | > loader_time: 0.0064 (0.0042992947531528165)  --> TIME: 2024-06-11 21:32:21 -- STEP: 269/330 -- GLOBAL_STEP: 314650 | > loss_disc: 2.3099684715270996 (2.3773524185095565) | > loss_disc_real_0: 0.09692269563674927 (0.11817405626288578) | > loss_disc_real_1: 0.2096569687128067 (0.1992243910589182) | > loss_disc_real_2: 0.25209441781044006 (0.21079364779048695) | > loss_disc_real_3: 0.20712557435035706 (0.23016013066564794) | > loss_disc_real_4: 0.20628292858600616 (0.23156779727528087) | > loss_disc_real_5: 0.1835542470216751 (0.22373949041153862) | > loss_0: 2.3099684715270996 (2.3773524185095565) | > grad_norm_0: tensor(34.4592, device='cuda:0') (tensor(20.5852, device='cuda:0')) | > loss_gen: 2.475588798522949 (2.479207028243619) | > loss_kl: 1.9897871017456055 (2.0065212045903547) | > loss_feat: 7.528018951416016 (6.973462712809056) | > loss_mel: 16.769277572631836 (17.29414403837411) | > loss_duration: 2.1304945945739746 (2.0388976805272154) | > loss_1: 30.89316749572754 (30.792232690690618) | > grad_norm_1: tensor(497.1280, device='cuda:0') (tensor(229.8191, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.4382 (0.38731058202268465) | > loader_time: 0.006 (0.004437712488564418)  --> TIME: 2024-06-11 21:32:32 -- STEP: 294/330 -- GLOBAL_STEP: 314675 | > loss_disc: 2.3707330226898193 (2.3799156112735758) | > loss_disc_real_0: 0.10387931764125824 (0.11911602844135696) | > loss_disc_real_1: 0.21070748567581177 (0.1996386690812856) | > loss_disc_real_2: 0.21194718778133392 (0.2108785743717434) | > loss_disc_real_3: 0.21483531594276428 (0.2301730170947354) | > loss_disc_real_4: 0.22540412843227386 (0.23155573720023745) | > loss_disc_real_5: 0.18705707788467407 (0.22372306275124454) | > loss_0: 2.3707330226898193 (2.3799156112735758) | > grad_norm_0: tensor(31.6468, device='cuda:0') (tensor(22.3100, device='cuda:0')) | > loss_gen: 2.403090000152588 (2.4758217578031556) | > loss_kl: 2.0725479125976562 (2.010579081619678) | > loss_feat: 7.3275628089904785 (6.972494294043301) | > loss_mel: 16.07325553894043 (17.23223562629857) | > loss_duration: 2.193726062774658 (2.049201038824458) | > loss_1: 30.070180892944336 (30.74033181196978) | > grad_norm_1: tensor(653.0505, device='cuda:0') (tensor(247.8034, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.4607 (0.3923612865460975) | > loader_time: 0.0068 (0.004600343250093008)  --> TIME: 2024-06-11 21:32:45 -- STEP: 319/330 -- GLOBAL_STEP: 314700 | > loss_disc: 2.4978408813476562 (2.3814710487018904) | > loss_disc_real_0: 0.15793666243553162 (0.1203091254685553) | > loss_disc_real_1: 0.24925097823143005 (0.19959883578705562) | > loss_disc_real_2: 0.22416062653064728 (0.21078614241277163) | > loss_disc_real_3: 0.2599198818206787 (0.2306981683711647) | > loss_disc_real_4: 0.24976401031017303 (0.23201389582740103) | > loss_disc_real_5: 0.2779908776283264 (0.2241002921026702) | > loss_0: 2.4978408813476562 (2.3814710487018904) | > grad_norm_0: tensor(25.3173, device='cuda:0') (tensor(23.7084, device='cuda:0')) | > loss_gen: 2.2724316120147705 (2.475815788705518) | > loss_kl: 1.995161771774292 (2.012771456219186) | > loss_feat: 6.56621789932251 (6.996105268831164) | > loss_mel: 16.72403335571289 (17.196924134855372) | > loss_duration: 2.237262010574341 (2.063191358198567) | > loss_1: 29.795106887817383 (30.744807993730408) | > grad_norm_1: tensor(140.5161, device='cuda:0') (tensor(261.9494, device='cuda:0')) | > current_lr_0: 0.00018356374781944057 | > current_lr_1: 0.00018356374781944057 | > step_time: 0.5425 (0.401338061568879) | > loader_time: 0.0083 (0.00486803129548937)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5183699131011963 (2.5183699131011963) | > loss_disc_real_0: 0.158302903175354 (0.158302903175354) | > loss_disc_real_1: 0.17019201815128326 (0.17019201815128326) | > loss_disc_real_2: 0.3097940981388092 (0.3097940981388092) | > loss_disc_real_3: 0.2964007258415222 (0.2964007258415222) | > loss_disc_real_4: 0.331919401884079 (0.331919401884079) | > loss_disc_real_5: 0.3115171194076538 (0.3115171194076538) | > loss_0: 2.5183699131011963 (2.5183699131011963) | > loss_gen: 2.5904886722564697 (2.5904886722564697) | > loss_kl: 2.4384124279022217 (2.4384124279022217) | > loss_feat: 5.615461349487305 (5.615461349487305) | > loss_mel: 14.507829666137695 (14.507829666137695) | > loss_duration: 3.1467881202697754 (3.1467881202697754) | > loss_1: 28.298978805541992 (28.298978805541992)  --> STEP: 1 | > loss_disc: 2.3788156509399414 (2.3788156509399414) | > loss_disc_real_0: 0.08292780816555023 (0.08292780816555023) | > loss_disc_real_1: 0.23185688257217407 (0.23185688257217407) | > loss_disc_real_2: 0.2559242248535156 (0.2559242248535156) | > loss_disc_real_3: 0.2252206951379776 (0.2252206951379776) | > loss_disc_real_4: 0.26154935359954834 (0.26154935359954834) | > loss_disc_real_5: 0.22182907164096832 (0.22182907164096832) | > loss_0: 2.3788156509399414 (2.3788156509399414) | > loss_gen: 2.314915180206299 (2.314915180206299) | > loss_kl: 3.126610279083252 (3.126610279083252) | > loss_feat: 5.706853866577148 (5.706853866577148) | > loss_mel: 17.125181198120117 (17.125181198120117) | > loss_duration: 2.379744052886963 (2.379744052886963) | > loss_1: 30.653303146362305 (30.653303146362305)  --> STEP: 2 | > loss_disc: 2.5105161666870117 (2.4446659088134766) | > loss_disc_real_0: 0.1173144057393074 (0.10012110695242882) | > loss_disc_real_1: 0.2680248022079468 (0.24994084239006042) | > loss_disc_real_2: 0.2741587460041046 (0.2650414854288101) | > loss_disc_real_3: 0.24179020524024963 (0.23350545018911362) | > loss_disc_real_4: 0.23625703155994415 (0.24890319257974625) | > loss_disc_real_5: 0.18783394992351532 (0.20483151078224182) | > loss_0: 2.5105161666870117 (2.4446659088134766) | > loss_gen: 2.2747535705566406 (2.2948343753814697) | > loss_kl: 3.1189591884613037 (3.122784733772278) | > loss_feat: 5.258215427398682 (5.482534646987915) | > loss_mel: 18.00969123840332 (17.56743621826172) | > loss_duration: 2.502410411834717 (2.44107723236084) | > loss_1: 31.164030075073242 (30.908666610717773)  --> STEP: 3 | > loss_disc: 2.2076802253723145 (2.365670680999756) | > loss_disc_real_0: 0.16536663472652435 (0.12186961621046066) | > loss_disc_real_1: 0.09684857726097107 (0.19891008734703064) | > loss_disc_real_2: 0.2047731876373291 (0.24495205283164978) | > loss_disc_real_3: 0.16353768110275269 (0.21018286049365997) | > loss_disc_real_4: 0.2355732023715973 (0.24445986251036325) | > loss_disc_real_5: 0.26115551590919495 (0.22360617915789285) | > loss_0: 2.2076802253723145 (2.365670680999756) | > loss_gen: 2.5363316535949707 (2.3753334681193032) | > loss_kl: 3.128410577774048 (3.124660015106201) | > loss_feat: 7.562333106994629 (6.175800800323486) | > loss_mel: 17.197071075439453 (17.443981170654297) | > loss_duration: 2.3075077533721924 (2.3965540726979575) | > loss_1: 32.731651306152344 (31.51632817586263)  --> STEP: 4 | > loss_disc: 2.4164931774139404 (2.378376305103302) | > loss_disc_real_0: 0.13465850055217743 (0.12506683729588985) | > loss_disc_real_1: 0.21418020129203796 (0.20272761583328247) | > loss_disc_real_2: 0.2595832347869873 (0.24860984832048416) | > loss_disc_real_3: 0.2312689572572708 (0.21545438468456268) | > loss_disc_real_4: 0.22472412884235382 (0.2395259290933609) | > loss_disc_real_5: 0.2022605538368225 (0.21826977282762527) | > loss_0: 2.4164931774139404 (2.378376305103302) | > loss_gen: 2.2735745906829834 (2.3498937487602234) | > loss_kl: 3.2643449306488037 (3.159581243991852) | > loss_feat: 6.60073184967041 (6.282033562660217) | > loss_mel: 17.187999725341797 (17.379985809326172) | > loss_duration: 2.298851728439331 (2.372128486633301) | > loss_1: 31.625503540039062 (31.54362201690674)  --> STEP: 5 | > loss_disc: 2.538808822631836 (2.410462808609009) | > loss_disc_real_0: 0.19285547733306885 (0.13862456530332565) | > loss_disc_real_1: 0.20448534190654755 (0.2030791610479355) | > loss_disc_real_2: 0.23010854423046112 (0.24490958750247954) | > loss_disc_real_3: 0.23422086238861084 (0.21920768022537232) | > loss_disc_real_4: 0.26924335956573486 (0.2454694151878357) | > loss_disc_real_5: 0.21689823269844055 (0.21799546480178833) | > loss_0: 2.538808822631836 (2.410462808609009) | > loss_gen: 2.1776912212371826 (2.3154532432556154) | > loss_kl: 3.2735495567321777 (3.182374906539917) | > loss_feat: 5.838103771209717 (6.193247604370117) | > loss_mel: 18.923192977905273 (17.688627243041992) | > loss_duration: 2.3890678882598877 (2.3755163669586183) | > loss_1: 32.60160446166992 (31.755218505859375)  --> STEP: 6 | > loss_disc: 2.5388145446777344 (2.431854764620463) | > loss_disc_real_0: 0.12345319241285324 (0.13609600315491358) | > loss_disc_real_1: 0.23171186447143555 (0.2078512782851855) | > loss_disc_real_2: 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loss_disc_real_5: 0.32058843970298767 (0.24718505144119263) | > loss_0: 2.610698699951172 (2.4574038982391357) | > loss_gen: 2.431502342224121 (2.332768338067191) | > loss_kl: 4.267343044281006 (3.3098577090672086) | > loss_feat: 3.926372528076172 (5.809495176587786) | > loss_mel: 16.13978385925293 (17.32925115312849) | > loss_duration: 2.4562182426452637 (2.357251065117972) | > loss_1: 29.221221923828125 (31.13862337384905)  --> STEP: 8 | > loss_disc: 2.5221505165100098 (2.465497225522995) | > loss_disc_real_0: 0.2726265788078308 (0.1528504230082035) | > loss_disc_real_1: 0.2770659625530243 (0.2227302584797144) | > loss_disc_real_2: 0.2236965447664261 (0.24990392848849297) | > loss_disc_real_3: 0.24421313405036926 (0.23202321864664555) | > loss_disc_real_4: 0.24215620756149292 (0.2572310268878937) | > loss_disc_real_5: 0.26861152052879333 (0.24986336007714272) | > loss_0: 2.5221505165100098 (2.465497225522995) | > loss_gen: 2.4557199478149414 (2.34813728928566) | > loss_kl: 2.9956417083740234 (3.2705807089805603) | > loss_feat: 7.503907203674316 (6.021296679973602) | > loss_mel: 15.391948699951172 (17.087088346481323) | > loss_duration: 2.2906553745269775 (2.348926603794098) | > loss_1: 30.63787269592285 (31.076029539108276)  --> STEP: 9 | > loss_disc: 2.3747751712799072 (2.455416997273763) | > loss_disc_real_0: 0.13502120971679688 (0.15086939930915833) | > loss_disc_real_1: 0.11329065263271332 (0.21057030227449205) | > loss_disc_real_2: 0.26003772020339966 (0.2510299053457048) | > loss_disc_real_3: 0.2220918983221054 (0.23091973861058554) | > loss_disc_real_4: 0.27464932203292847 (0.2591663930151198) | > loss_disc_real_5: 0.2773292064666748 (0.2529151207870907) | > loss_0: 2.3747751712799072 (2.455416997273763) | > loss_gen: 2.281778335571289 (2.3407640722062855) | > loss_kl: 2.556248188018799 (3.1912104288736978) | > loss_feat: 8.220776557922363 (6.2656833330790205) | > loss_mel: 19.019039154052734 (17.30174954732259) | > loss_duration: 2.201275587081909 (2.332520935270521) | > loss_1: 34.279117584228516 (31.431928210788303)  --> STEP: 10 | > loss_disc: 2.4880776405334473 (2.4586830615997313) | > loss_disc_real_0: 0.1297391951084137 (0.14875637888908386) | > loss_disc_real_1: 0.2284477800130844 (0.2123580500483513) | > loss_disc_real_2: 0.25357285141944885 (0.2512841999530792) | > loss_disc_real_3: 0.24151882529258728 (0.2319796472787857) | > loss_disc_real_4: 0.2439039945602417 (0.25764015316963196) | > loss_disc_real_5: 0.2569369077682495 (0.2533172994852066) | > loss_0: 2.4880776405334473 (2.4586830615997313) | > loss_gen: 2.3117661476135254 (2.3378642797470093) | > loss_kl: 2.7417969703674316 (3.1462690830230713) | > loss_feat: 5.8888702392578125 (6.2280020236969) | > loss_mel: 17.47262954711914 (17.318837547302245) | > loss_duration: 2.358009099960327 (2.335069751739502) | > loss_1: 30.7730712890625 (31.36604251861572)  --> STEP: 11 | > loss_disc: 2.7365574836730957 (2.48394437269731) | > loss_disc_real_0: 0.14787045121192932 (0.14867584000934253) | > loss_disc_real_1: 0.23283055424690247 (0.21421918679367413) | > loss_disc_real_2: 0.3306577503681183 (0.2584999772635373) | > loss_disc_real_3: 0.20911023020744324 (0.2299006093632091) | > loss_disc_real_4: 0.2773275077342987 (0.25942991267551074) | > loss_disc_real_5: 0.3377123773097992 (0.2609895792874423) | > loss_0: 2.7365574836730957 (2.48394437269731) | > loss_gen: 2.365419864654541 (2.3403693329204214) | > loss_kl: 3.0233957767486572 (3.13509878245267) | > loss_feat: 6.498908042907715 (6.252629843625155) | > loss_mel: 17.10199737548828 (17.299124804410067) | > loss_duration: 2.516284942626953 (2.3515438600019976) | > loss_1: 31.506006240844727 (31.378766493363813)  --> STEP: 12 | > loss_disc: 2.5047507286071777 (2.485678235689799) | > loss_disc_real_0: 0.1731339991092682 (0.15071401993433634) | > loss_disc_real_1: 0.16914379596710205 (0.2104629042247931) | > loss_disc_real_2: 0.3317813575267792 (0.26460675895214075) | > loss_disc_real_3: 0.25560468435287476 (0.23204261561234793) | > loss_disc_real_4: 0.24107110500335693 (0.2579000120361646) | > loss_disc_real_5: 0.30005475878715515 (0.2642450109124184) | > loss_0: 2.5047507286071777 (2.485678235689799) | > loss_gen: 2.6252572536468506 (2.364109992980957) | > loss_kl: 2.517564296722412 (3.0836375753084817) | > loss_feat: 6.283125400543213 (6.255171140034993) | > loss_mel: 17.352733612060547 (17.303592205047607) | > loss_duration: 2.2601866722106934 (2.3439307610193887) | > loss_1: 31.038867950439453 (31.350441614786785)  --> STEP: 13 | > loss_disc: 2.646029472351074 (2.4980129462022047) | > loss_disc_real_0: 0.16036467254161835 (0.1514563778272042) | > loss_disc_real_1: 0.225077822804451 (0.21158712873092064) | > loss_disc_real_2: 0.3114790916442871 (0.2682123230053828) | > loss_disc_real_3: 0.23165269196033478 (0.23201262148527) | > loss_disc_real_4: 0.16625872254371643 (0.25085068207520705) | > loss_disc_real_5: 0.19146449863910675 (0.25864650996831756) | > loss_0: 2.646029472351074 (2.4980129462022047) | > loss_gen: 2.023845672607422 (2.337935814490685) | > loss_kl: 3.274052619934082 (3.098284886433528) | > loss_feat: 7.095012664794922 (6.319774334247295) | > loss_mel: 16.762174606323242 (17.261944697453426) | > loss_duration: 2.270246982574463 (2.338262778062087) | > loss_1: 31.42533302307129 (31.35620249234713)  --> STEP: 14 | > loss_disc: 2.422003984451294 (2.4925837346485684) | > loss_disc_real_0: 0.16326992213726044 (0.15230020242077963) | > loss_disc_real_1: 0.13916771113872528 (0.20641431318862097) | > loss_disc_real_2: 0.23174725472927094 (0.2656076752713748) | > loss_disc_real_3: 0.2244386374950409 (0.23147162262882506) | > loss_disc_real_4: 0.2729390263557434 (0.2524284209523882) | > loss_disc_real_5: 0.21602275967597961 (0.25560195637600774) | > loss_0: 2.422003984451294 (2.4925837346485684) | > loss_gen: 2.38066029548645 (2.3409875631332397) | > loss_kl: 3.9701197147369385 (3.1605588027409146) | > loss_feat: 6.431392669677734 (6.327747072492327) | > loss_mel: 18.726396560668945 (17.36654840196882) | > loss_duration: 2.4117274284362793 (2.343510253088815) | > loss_1: 33.92029571533203 (31.539352008274623)  --> STEP: 15 | > loss_disc: 2.3234000205993652 (2.481304820378621) | > loss_disc_real_0: 0.13407102227210999 (0.15108492374420165) | > loss_disc_real_1: 0.15043631196022034 (0.20268244644006092) | > loss_disc_real_2: 0.2283097505569458 (0.26312114695707955) | > loss_disc_real_3: 0.1928018480539322 (0.22889363765716553) | > loss_disc_real_4: 0.21397216618061066 (0.2498646706342697) | > loss_disc_real_5: 0.21737295389175415 (0.2530533562103908) | > loss_0: 2.3234000205993652 (2.481304820378621) | > loss_gen: 2.2894060611724854 (2.3375487963358563) | > loss_kl: 3.377501964569092 (3.175021680196126) | > loss_feat: 6.59053373336792 (6.345266183217366) | > loss_mel: 18.200401306152344 (17.422138595581053) | > loss_duration: 2.3538622856140137 (2.3442003885904947) | > loss_1: 32.81170654296875 (31.6241756439209)  --> STEP: 16 | > loss_disc: 2.3657946586608887 (2.474085435271263) | > loss_disc_real_0: 0.09013839066028595 (0.14727576542645693) | > loss_disc_real_1: 0.19582004845142365 (0.2022535465657711) | > loss_disc_real_2: 0.28636765480041504 (0.26457405369728804) | > loss_disc_real_3: 0.22257541120052338 (0.2284987485036254) | > loss_disc_real_4: 0.287512868642807 (0.2522176830098033) | > loss_disc_real_5: 0.2853740453720093 (0.255073399282992) | > loss_0: 2.3657946586608887 (2.474085435271263) | > loss_gen: 2.486936092376709 (2.3468855023384094) | > loss_kl: 2.8761487007141113 (3.1563421189785004) | > loss_feat: 7.281649589538574 (6.403790146112442) | > loss_mel: 17.07208251953125 (17.400260090827942) | > loss_duration: 2.3768301010131836 (2.346239745616913) | > loss_1: 32.09364700317383 (31.653517603874207)  --> STEP: 17 | > loss_disc: 2.607563018798828 (2.481937057831708) | > loss_disc_real_0: 0.1321502923965454 (0.14638603171881506) | > loss_disc_real_1: 0.24385160207748413 (0.20470049100763657) | > loss_disc_real_2: 0.2880489230155945 (0.2659549283630708) | > loss_disc_real_3: 0.2845607101917267 (0.23179651095586665) | > loss_disc_real_4: 0.32995373010635376 (0.2567903916625416) | > loss_disc_real_5: 0.2957545220851898 (0.2574664065066507) | > loss_0: 2.607563018798828 (2.481937057831708) | > loss_gen: 2.6202311515808105 (2.362964658176198) | > loss_kl: 2.8030905723571777 (3.1355626162360695) | > loss_feat: 5.082877159118652 (6.326089382171631) | > loss_mel: 16.3061466217041 (17.33590047499713) | > loss_duration: 2.4974443912506104 (2.355134136536542) | > loss_1: 29.309789657592773 (31.515651254092944)  --> STEP: 18 | > loss_disc: 2.4778859615325928 (2.481711996926202) | > loss_disc_real_0: 0.06461182981729507 (0.14184302050206396) | > loss_disc_real_1: 0.17693370580673218 (0.20315789182980856) | > loss_disc_real_2: 0.21718205511569977 (0.2632453242937724) | > loss_disc_real_3: 0.18533669412136078 (0.22921541002061632) | > loss_disc_real_4: 0.21668876707553864 (0.25456252362993026) | > loss_disc_real_5: 0.21770764887332916 (0.2552575866381328) | > loss_0: 2.4778859615325928 (2.481711996926202) | > loss_gen: 2.0590384006500244 (2.34607986609141) | > loss_kl: 3.0323145389556885 (3.129826611942715) | > loss_feat: 8.335375785827637 (6.437716404596965) | > loss_mel: 16.299182891845703 (17.278305053710938) | > loss_duration: 2.2796335220336914 (2.3509396579530506) | > loss_1: 32.00554656982422 (31.54286766052246)  --> STEP: 19 | > loss_disc: 2.4622766971588135 (2.4806890864121285) | > loss_disc_real_0: 0.18168528378009796 (0.14393998172722364) | > loss_disc_real_1: 0.2055172175168991 (0.20328206686597122) | > loss_disc_real_2: 0.3074323832988739 (0.2655709589782514) | > loss_disc_real_3: 0.23199909925460815 (0.2293619199803001) | > loss_disc_real_4: 0.2971697747707367 (0.256805010532078) | > loss_disc_real_5: 0.26873642206192017 (0.2559669990288585) | > loss_0: 2.4622766971588135 (2.4806890864121285) | > loss_gen: 2.616410493850708 (2.3603077938682153) | > loss_kl: 1.946956992149353 (3.067570316164117) | > loss_feat: 6.552317142486572 (6.443748022380628) | > loss_mel: 16.339801788330078 (17.228910145006683) | > loss_duration: 2.3500149250030518 (2.3508909877977873) | > loss_1: 29.805503845214844 (31.451427459716797)  --> STEP: 20 | > loss_disc: 2.3642730712890625 (2.474868285655975) | > loss_disc_real_0: 0.14753326773643494 (0.1441196460276842) | > loss_disc_real_1: 0.18411041796207428 (0.20232348442077636) | > loss_disc_real_2: 0.29959744215011597 (0.26727228313684465) | > loss_disc_real_3: 0.3087276518344879 (0.23333020657300949) | > loss_disc_real_4: 0.2275702804327011 (0.25534327402710916) | > loss_disc_real_5: 0.22306658327579498 (0.2543219782412053) | > loss_0: 2.3642730712890625 (2.474868285655975) | > loss_gen: 2.5609638690948486 (2.3703405976295473) | > loss_kl: 2.4256200790405273 (3.0354728043079375) | > loss_feat: 6.064342975616455 (6.42477777004242) | > loss_mel: 16.048017501831055 (17.1698655128479) | > loss_duration: 2.318462610244751 (2.3492695689201355) | > loss_1: 29.417407989501953 (31.349726486206055)  --> STEP: 21 | > loss_disc: 2.352499008178711 (2.469041177204677) | > loss_disc_real_0: 0.10562059283256531 (0.1422863577802976) | > loss_disc_real_1: 0.24442808330059052 (0.20432846531981513) | > loss_disc_real_2: 0.21576014161109924 (0.26481932401657104) | > loss_disc_real_3: 0.24030163884162903 (0.23366217953818186) | > loss_disc_real_4: 0.229439377784729 (0.2541097551584244) | > loss_disc_real_5: 0.23675720393657684 (0.2534855604171754) | > loss_0: 2.352499008178711 (2.469041177204677) | > loss_gen: 2.3532817363739014 (2.369528270903088) | > loss_kl: 2.3858771324157715 (3.0045396770749773) | > loss_feat: 5.877367973327637 (6.398710636865525) | > loss_mel: 15.411808013916016 (17.08614848908924) | > loss_duration: 2.1813418865203857 (2.3412730126153853) | > loss_1: 28.209674835205078 (31.20020021711077)  --> STEP: 22 | > 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(0.2566824872046709) | > loss_disc_real_5: 0.2768232524394989 (0.2562814901272457) | > loss_0: 2.4824752807617188 (2.481743216514587) | > loss_gen: 2.3250198364257812 (2.363741954167684) | > loss_kl: 2.700988292694092 (2.946148877342542) | > loss_feat: 5.665246486663818 (6.5100318392117815) | > loss_mel: 17.591087341308594 (17.067098379135132) | > loss_duration: 2.4545388221740723 (2.337611605723699) | > loss_1: 30.736879348754883 (31.224632740020752)  --> STEP: 25 | > loss_disc: 2.380697250366211 (2.4777013778686516) | > loss_disc_real_0: 0.165981262922287 (0.1496791481971741) | > loss_disc_real_1: 0.25203782320022583 (0.20973136246204377) | > loss_disc_real_2: 0.20327508449554443 (0.255069671869278) | > loss_disc_real_3: 0.19203008711338043 (0.23052089631557465) | > loss_disc_real_4: 0.2105451226234436 (0.2548369926214218) | > loss_disc_real_5: 0.25007718801498413 (0.25603331804275525) | > loss_0: 2.380697250366211 (2.4777013778686516) | > loss_gen: 2.4164772033691406 (2.365851364135742) | > loss_kl: 3.0820865631103516 (2.9515863847732544) | > loss_feat: 6.457194805145264 (6.507918357849121) | > loss_mel: 14.20395278930664 (16.95257255554199) | > loss_duration: 2.3768317699432373 (2.3391804122924804) | > loss_1: 28.536542892456055 (31.117109146118164)  --> STEP: 26 | > loss_disc: 2.6686806678771973 (2.485046735176673) | > loss_disc_real_0: 0.22392034530639648 (0.1525345788552211) | > loss_disc_real_1: 0.18777024745941162 (0.20888670419271177) | > loss_disc_real_2: 0.22714869678020477 (0.25399578821200597) | > loss_disc_real_3: 0.24328011274337769 (0.2310116354089517) | > loss_disc_real_4: 0.284424751996994 (0.2559749833666361) | > loss_disc_real_5: 0.3627834916114807 (0.2601390939492447) | > loss_0: 2.6686806678771973 (2.485046735176673) | > loss_gen: 2.2496559619903564 (2.3613823102070737) | > loss_kl: 2.386733293533325 (2.9298612658794108) | > loss_feat: 7.134829521179199 (6.532030325669509) | > loss_mel: 18.386404037475586 (17.007719920231747) | > loss_duration: 2.3288462162017822 (2.338782943212069) | > loss_1: 32.48646926879883 (31.169776843144344) --> EVAL PERFORMANCE | > avg_loader_time: 0.002366185188293457 (-0.00012258382943960283) | > avg_loss_disc: 2.485046735176673 (-0.05531537532806441) | > avg_loss_disc_real_0: 0.1525345788552211 (-0.02768408850981638) | > avg_loss_disc_real_1: 0.20888670419271177 (+0.06120391390644589) | > avg_loss_disc_real_2: 0.25399578821200597 (+0.0044891513310946485) | > avg_loss_disc_real_3: 0.2310116354089517 (-0.023376595802031996) | > avg_loss_disc_real_4: 0.2559749833666361 (+0.007701332752521134) | > avg_loss_disc_real_5: 0.2601390939492447 (+0.0054863459215716) | > avg_loss_0: 2.485046735176673 (-0.05531537532806441) | > avg_loss_gen: 2.3613823102070737 (+0.05412739056807325) | > avg_loss_kl: 2.9298612658794108 (+0.0028604406576886454) | > avg_loss_feat: 6.532030325669509 (+0.15405992361215493) | > avg_loss_mel: 17.007719920231747 (-0.34150853523841107) | > avg_loss_duration: 2.338782943212069 (+0.006575960379379797) | > avg_loss_1: 31.169776843144344 (-0.12388500800499358)  > EPOCH: 687/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:33:11)   --> TIME: 2024-06-11 21:33:18 -- STEP: 14/330 -- GLOBAL_STEP: 314725 | > loss_disc: 2.3137874603271484 (2.3225591182708745) | > loss_disc_real_0: 0.0890178382396698 (0.10447073461753982) | > loss_disc_real_1: 0.21105895936489105 (0.1932084443313735) | > loss_disc_real_2: 0.17508278787136078 (0.20325804821082524) | > loss_disc_real_3: 0.22202734649181366 (0.22401934223515646) | > loss_disc_real_4: 0.21882469952106476 (0.23911944670336588) | > loss_disc_real_5: 0.2212461531162262 (0.22209418884345464) | > loss_0: 2.3137874603271484 (2.3225591182708745) | > grad_norm_0: tensor(13.2876, device='cuda:0') (tensor(8.7802, device='cuda:0')) | > loss_gen: 2.479114532470703 (2.484851496560233) | > loss_kl: 1.904639482498169 (1.8716275947434562) | > loss_feat: 6.799062728881836 (6.873373644692557) | > loss_mel: 16.60676383972168 (17.55632332393101) | > loss_duration: 2.008246898651123 (2.0841552104268755) | > loss_1: 29.797828674316406 (30.870331627982004) | > grad_norm_1: tensor(145.1853, device='cuda:0') (tensor(118.5776, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3762 (0.37832299300602507) | > loader_time: 0.0039 (0.003545846257890974)  --> TIME: 2024-06-11 21:33:27 -- STEP: 39/330 -- GLOBAL_STEP: 314750 | > loss_disc: 2.4184765815734863 (2.3460759382981524) | > loss_disc_real_0: 0.11670379340648651 (0.10472445514721748) | > loss_disc_real_1: 0.17902232706546783 (0.20049708011822823) | > loss_disc_real_2: 0.24804295599460602 (0.20971031716236702) | > loss_disc_real_3: 0.21772602200508118 (0.2276778859205735) | > loss_disc_real_4: 0.22980338335037231 (0.2378792732189863) | > loss_disc_real_5: 0.22878262400627136 (0.2233563856436656) | > loss_0: 2.4184765815734863 (2.3460759382981524) | > grad_norm_0: tensor(13.8793, device='cuda:0') (tensor(9.0035, device='cuda:0')) | > loss_gen: 2.5028228759765625 (2.4944889728839583) | > loss_kl: 1.9069137573242188 (1.9045991744750586) | > loss_feat: 6.9085540771484375 (6.9322764323307915) | > loss_mel: 17.851472854614258 (17.500656079023308) | > loss_duration: 1.9971719980239868 (2.021219611167908) | > loss_1: 31.166934967041016 (30.853240428826748) | > grad_norm_1: tensor(98.3591, device='cuda:0') (tensor(106.1390, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3696 (0.3783234938597067) | > loader_time: 0.0038 (0.0035475950974684497)  --> TIME: 2024-06-11 21:33:37 -- STEP: 64/330 -- GLOBAL_STEP: 314775 | > loss_disc: 2.364267110824585 (2.364212527871131) | > loss_disc_real_0: 0.16100221872329712 (0.11133258999325335) | > loss_disc_real_1: 0.20695209503173828 (0.19937771069817245) | > loss_disc_real_2: 0.21170048415660858 (0.21114420774392784) | > loss_disc_real_3: 0.23395295441150665 (0.2289893722627312) | > loss_disc_real_4: 0.23121654987335205 (0.23622710560448468) | > loss_disc_real_5: 0.21610568463802338 (0.22199782589450479) | > loss_0: 2.364267110824585 (2.364212527871131) | > grad_norm_0: tensor(17.7888, device='cuda:0') (tensor(10.4242, device='cuda:0')) | > loss_gen: 2.6002864837646484 (2.4909812957048416) | > loss_kl: 1.954448938369751 (1.9351642318069935) | > loss_feat: 7.704779148101807 (6.98090235888958) | > loss_mel: 17.8803653717041 (17.54245522618293) | > loss_duration: 2.0185060501098633 (2.002439968287944) | > loss_1: 32.15838623046875 (30.951943337917328) | > grad_norm_1: tensor(150.6471, device='cuda:0') (tensor(113.1513, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3867 (0.3774742037057876) | > loader_time: 0.0039 (0.003709409385919571)  --> TIME: 2024-06-11 21:33:47 -- STEP: 89/330 -- GLOBAL_STEP: 314800 | > loss_disc: 2.3274898529052734 (2.3556616038418876) | > loss_disc_real_0: 0.14881962537765503 (0.11163865063297615) | > loss_disc_real_1: 0.193248450756073 (0.19891849997338285) | > loss_disc_real_2: 0.1996762901544571 (0.2099715138084433) | > loss_disc_real_3: 0.20574051141738892 (0.22842275058285574) | > loss_disc_real_4: 0.22053484618663788 (0.2345006668500686) | > loss_disc_real_5: 0.19587291777133942 (0.2214566884415873) | > loss_0: 2.3274898529052734 (2.3556616038418876) | > grad_norm_0: tensor(8.5616, device='cuda:0') (tensor(10.0262, device='cuda:0')) | > loss_gen: 2.403313159942627 (2.4890476103579062) | > loss_kl: 1.946242332458496 (1.9452466683441334) | > loss_feat: 6.656826019287109 (6.976728321461195) | > loss_mel: 17.000423431396484 (17.476475233442322) | > loss_duration: 2.0096192359924316 (1.9962837937172873) | > loss_1: 30.01642417907715 (30.88378186172314) | > grad_norm_1: tensor(56.2302, device='cuda:0') (tensor(106.1128, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3709 (0.38107668147997903) | > loader_time: 0.0039 (0.003756898172785727)  --> TIME: 2024-06-11 21:33:56 -- STEP: 114/330 -- GLOBAL_STEP: 314825 | > loss_disc: 2.376136302947998 (2.3628074913694137) | > loss_disc_real_0: 0.10433874279260635 (0.11221248741474069) | > loss_disc_real_1: 0.2003980278968811 (0.19902931585123665) | > loss_disc_real_2: 0.18904206156730652 (0.2102427617238279) | > loss_disc_real_3: 0.22955359518527985 (0.2295891620349466) | > loss_disc_real_4: 0.2386452853679657 (0.23382791353945145) | > loss_disc_real_5: 0.2537049353122711 (0.221694818191361) | > loss_0: 2.376136302947998 (2.3628074913694137) | > grad_norm_0: tensor(21.3845, device='cuda:0') (tensor(10.0823, device='cuda:0')) | > loss_gen: 2.469428300857544 (2.477221062308864) | > loss_kl: 2.0182693004608154 (1.9438631827371162) | > loss_feat: 6.991189479827881 (6.96870101543895) | > loss_mel: 17.365365982055664 (17.435271095811263) | > loss_duration: 2.0192031860351562 (1.9980390458776234) | > loss_1: 30.86345672607422 (30.823095572622197) | > grad_norm_1: tensor(250.7289, device='cuda:0') (tensor(110.4270, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3789 (0.37904538815481614) | > loader_time: 0.0039 (0.003818367656908537)  --> TIME: 2024-06-11 21:34:06 -- STEP: 139/330 -- GLOBAL_STEP: 314850 | > loss_disc: 2.332893133163452 (2.3638864867121185) | > loss_disc_real_0: 0.08611971139907837 (0.11315444326229232) | > loss_disc_real_1: 0.20050422847270966 (0.1987767788789255) | > loss_disc_real_2: 0.18429510295391083 (0.21068257833127493) | > loss_disc_real_3: 0.24710997939109802 (0.22968184004584663) | > loss_disc_real_4: 0.23713456094264984 (0.23332641654306177) | > loss_disc_real_5: 0.21328727900981903 (0.22153916837071344) | > loss_0: 2.332893133163452 (2.3638864867121185) | > grad_norm_0: tensor(9.5444, device='cuda:0') (tensor(10.8713, device='cuda:0')) | > loss_gen: 2.459336280822754 (2.471305121620783) | > loss_kl: 1.9670989513397217 (1.9580663245358914) | > loss_feat: 7.314022541046143 (6.945550129567977) | > loss_mel: 17.278053283691406 (17.42952135483995) | > loss_duration: 2.0703113079071045 (2.0032657976630777) | > loss_1: 31.08881950378418 (30.807708877453702) | > grad_norm_1: tensor(181.2117, device='cuda:0') (tensor(123.1172, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3818 (0.37802654033084565) | > loader_time: 0.0045 (0.003909558701000625)  --> TIME: 2024-06-11 21:34:16 -- STEP: 164/330 -- GLOBAL_STEP: 314875 | > loss_disc: 2.2799243927001953 (2.363223385520097) | > loss_disc_real_0: 0.11472789943218231 (0.11394787193616716) | > loss_disc_real_1: 0.1696566790342331 (0.1979301719949013) | > loss_disc_real_2: 0.19207292795181274 (0.2106762037771504) | > loss_disc_real_3: 0.23465846478939056 (0.229666378621648) | > loss_disc_real_4: 0.2610543966293335 (0.23320347924784915) | > loss_disc_real_5: 0.25782066583633423 (0.22246500204612568) | > loss_0: 2.2799243927001953 (2.363223385520097) | > grad_norm_0: tensor(8.1459, device='cuda:0') (tensor(11.2213, device='cuda:0')) | > loss_gen: 2.5133745670318604 (2.4721630651776394) | > loss_kl: 2.0251479148864746 (1.9664902846987655) | > loss_feat: 7.066112041473389 (6.962103134248315) | > loss_mel: 17.257007598876953 (17.42606861998395) | > loss_duration: 2.0883851051330566 (2.0074530578241117) | > loss_1: 30.95002555847168 (30.834278281142073) | > grad_norm_1: tensor(190.3416, device='cuda:0') (tensor(129.3872, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.3826 (0.37906678420741374) | > loader_time: 0.0044 (0.004008109976605671)  --> TIME: 2024-06-11 21:34:26 -- STEP: 189/330 -- GLOBAL_STEP: 314900 | > loss_disc: 2.3725318908691406 (2.3659277012739217) | > loss_disc_real_0: 0.1609134078025818 (0.11520167956591915) | > loss_disc_real_1: 0.21989494562149048 (0.1982228014834974) | > loss_disc_real_2: 0.19908060133457184 (0.2109261203222174) | > loss_disc_real_3: 0.20230983197689056 (0.22963208835276347) | > loss_disc_real_4: 0.22239315509796143 (0.23288061465851215) | > loss_disc_real_5: 0.22684220969676971 (0.2228180818929874) | > loss_0: 2.3725318908691406 (2.3659277012739217) | > grad_norm_0: tensor(23.5173, device='cuda:0') (tensor(11.7298, device='cuda:0')) | > loss_gen: 2.4348080158233643 (2.4692029322265965) | > loss_kl: 1.916459083557129 (1.972602614019283) | > loss_feat: 6.371015548706055 (6.964519197978671) | > loss_mel: 16.849538803100586 (17.411480626101213) | > loss_duration: 2.095975399017334 (2.015317844335365) | > loss_1: 29.667797088623047 (30.833123343331472) | > grad_norm_1: tensor(325.6277, device='cuda:0') (tensor(136.5846, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.4071 (0.38164781514929713) | > loader_time: 0.0047 (0.004130567823137553)  --> TIME: 2024-06-11 21:34:36 -- STEP: 214/330 -- GLOBAL_STEP: 314925 | > loss_disc: 2.415647029876709 (2.3632424668730976) | > loss_disc_real_0: 0.12052499502897263 (0.11570722299897782) | > loss_disc_real_1: 0.2234104424715042 (0.19821881837098398) | > loss_disc_real_2: 0.21839505434036255 (0.21118725112108427) | > loss_disc_real_3: 0.24364149570465088 (0.22933048552998872) | > loss_disc_real_4: 0.22094804048538208 (0.23214874061468604) | > loss_disc_real_5: 0.22328680753707886 (0.22261248807483744) | > loss_0: 2.415647029876709 (2.3632424668730976) | > grad_norm_0: tensor(20.4728, device='cuda:0') (tensor(13.1362, device='cuda:0')) | > loss_gen: 2.3343260288238525 (2.4746154791840906) | > loss_kl: 1.8652019500732422 (1.9778562422110655) | > loss_feat: 6.263474941253662 (6.981322335305615) | > loss_mel: 16.69336700439453 (17.363996853338218) | > loss_duration: 2.120326042175293 (2.023039715869405) | > loss_1: 29.276695251464844 (30.82083071949326) | > grad_norm_1: tensor(446.1886, device='cuda:0') (tensor(156.6532, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.406 (0.3845085228714987) | > loader_time: 0.0053 (0.004250933076733739)  --> TIME: 2024-06-11 21:34:47 -- STEP: 239/330 -- GLOBAL_STEP: 314950 | > loss_disc: 1.9926209449768066 (2.3599538793124912) | > loss_disc_real_0: 0.08032402396202087 (0.11588338344790447) | > loss_disc_real_1: 0.18598692119121552 (0.19821627805921324) | > loss_disc_real_2: 0.24458475410938263 (0.21098066847693472) | > loss_disc_real_3: 0.1977374404668808 (0.22923302750208388) | > loss_disc_real_4: 0.16287776827812195 (0.23113187910622632) | > loss_disc_real_5: 0.1572733074426651 (0.22160654811180786) | > loss_0: 1.9926209449768066 (2.3599538793124912) | > grad_norm_0: tensor(14.9909, device='cuda:0') (tensor(14.9326, device='cuda:0')) | > loss_gen: 3.09305477142334 (2.4841153302452073) | > loss_kl: 1.9587252140045166 (1.9826939195768605) | > loss_feat: 8.490302085876465 (6.992109250822826) | > loss_mel: 16.98894500732422 (17.330517517472902) | > loss_duration: 2.0773861408233643 (2.0312826798051966) | > loss_1: 32.60841369628906 (30.82071876525879) | > grad_norm_1: tensor(422.4208, device='cuda:0') (tensor(177.2747, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.4143 (0.38769404957982784) | > loader_time: 0.0054 (0.004361747199022619)  --> TIME: 2024-06-11 21:34:58 -- STEP: 264/330 -- GLOBAL_STEP: 314975 | > loss_disc: 2.4401628971099854 (2.3652518635446373) | > loss_disc_real_0: 0.17476890981197357 (0.11568769084459002) | > loss_disc_real_1: 0.20995767414569855 (0.19839447990737177) | > loss_disc_real_2: 0.25661835074424744 (0.21135102020520152) | > loss_disc_real_3: 0.26914918422698975 (0.22952930962271761) | > loss_disc_real_4: 0.21044345200061798 (0.2318824315725854) | > loss_disc_real_5: 0.19198264181613922 (0.2223919310578794) | > loss_0: 2.4401628971099854 (2.3652518635446373) | > grad_norm_0: tensor(57.1755, device='cuda:0') (tensor(16.9273, device='cuda:0')) | > loss_gen: 2.553060293197632 (2.4903880610610516) | > loss_kl: 1.9766098260879517 (1.9870161296743336) | > loss_feat: 6.035000324249268 (7.004577186974612) | > loss_mel: 16.25430679321289 (17.298551653370705) | > loss_duration: 2.1635897159576416 (2.039283126141085) | > loss_1: 28.982566833496094 (30.819816235340003) | > grad_norm_1: tensor(565.4058, device='cuda:0') (tensor(199.6093, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.4523 (0.39144860795049957) | > loader_time: 0.0055 (0.004475680264559657)  --> TIME: 2024-06-11 21:35:09 -- STEP: 289/330 -- GLOBAL_STEP: 315000 | > loss_disc: 2.40683913230896 (2.36659294758701) | > loss_disc_real_0: 0.19581890106201172 (0.11761974025143884) | > loss_disc_real_1: 0.19080689549446106 (0.19886254475397225) | > loss_disc_real_2: 0.19208435714244843 (0.21168587147983303) | > loss_disc_real_3: 0.21126386523246765 (0.22942854649674108) | > loss_disc_real_4: 0.2562418282032013 (0.2312972512624668) | > loss_disc_real_5: 0.2384830117225647 (0.22142357479742245) | > loss_0: 2.40683913230896 (2.36659294758701) | > grad_norm_0: tensor(31.3376, device='cuda:0') (tensor(19.3304, device='cuda:0')) | > loss_gen: 2.4081177711486816 (2.492803399538088) | > loss_kl: 2.0245022773742676 (1.9928270945499513) | > loss_feat: 6.634108543395996 (7.0185634553638705) | > loss_mel: 15.837981224060059 (17.26209750059979) | > loss_duration: 2.1825108528137207 (2.049017301892738) | > loss_1: 29.087221145629883 (30.815308818355152) | > grad_norm_1: tensor(564.1270, device='cuda:0') (tensor(223.8310, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.4504 (0.39614163633036364) | > loader_time: 0.0061 (0.004604733114011559) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_315000.pth  --> TIME: 2024-06-11 21:35:27 -- STEP: 314/330 -- GLOBAL_STEP: 315025 | > loss_disc: 2.386185884475708 (2.3702465083189095) | > loss_disc_real_0: 0.15666154026985168 (0.11877123242730547) | > loss_disc_real_1: 0.23269295692443848 (0.19874998704073538) | > loss_disc_real_2: 0.17216263711452484 (0.21166625690118523) | > loss_disc_real_3: 0.24684034287929535 (0.2297195382653528) | > loss_disc_real_4: 0.240417018532753 (0.23163980027292944) | > loss_disc_real_5: 0.23366084694862366 (0.22220646044251266) | > loss_0: 2.386185884475708 (2.3702465083189095) | > grad_norm_0: tensor(23.1334, device='cuda:0') (tensor(19.9240, device='cuda:0')) | > loss_gen: 2.5262982845306396 (2.4872684797663602) | > loss_kl: 2.0219619274139404 (1.998105448142738) | > loss_feat: 7.228541374206543 (7.015981668119977) | > loss_mel: 16.21615219116211 (17.208410928203794) | > loss_duration: 2.2521729469299316 (2.0619613087860635) | > loss_1: 30.245126724243164 (30.771727902114772) | > grad_norm_1: tensor(406.0295, device='cuda:0') (tensor(232.1068, device='cuda:0')) | > current_lr_0: 0.00018354080235096314 | > current_lr_1: 0.00018354080235096314 | > step_time: 0.5299 (0.40475861358035137) | > loader_time: 0.0091 (0.00482950848378953)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.533862352371216 (2.533862352371216) | > loss_disc_real_0: 0.23203548789024353 (0.23203548789024353) | > loss_disc_real_1: 0.21611693501472473 (0.21611693501472473) | > loss_disc_real_2: 0.24835145473480225 (0.24835145473480225) | > loss_disc_real_3: 0.24354633688926697 (0.24354633688926697) | > loss_disc_real_4: 0.2842448651790619 (0.2842448651790619) | > loss_disc_real_5: 0.2889534533023834 (0.2889534533023834) | > loss_0: 2.533862352371216 (2.533862352371216) | > loss_gen: 2.5162739753723145 (2.5162739753723145) | > loss_kl: 2.996800184249878 (2.996800184249878) | > loss_feat: 6.542142868041992 (6.542142868041992) | > loss_mel: 17.652727127075195 (17.652727127075195) | > loss_duration: 2.799571990966797 (2.799571990966797) | > loss_1: 32.50751495361328 (32.50751495361328)  --> STEP: 1 | > loss_disc: 2.0305824279785156 (2.0305824279785156) | > loss_disc_real_0: 0.09229863435029984 (0.09229863435029984) | > loss_disc_real_1: 0.1451946347951889 (0.1451946347951889) | > loss_disc_real_2: 0.24577249586582184 (0.24577249586582184) | > loss_disc_real_3: 0.24476395547389984 (0.24476395547389984) | > loss_disc_real_4: 0.2551564872264862 (0.2551564872264862) | > loss_disc_real_5: 0.2070840299129486 (0.2070840299129486) | > loss_0: 2.0305824279785156 (2.0305824279785156) | > loss_gen: 2.800426483154297 (2.800426483154297) | > loss_kl: 3.88031268119812 (3.88031268119812) | > loss_feat: 7.461734771728516 (7.461734771728516) | > loss_mel: 18.38285255432129 (18.38285255432129) | > loss_duration: 2.418036460876465 (2.418036460876465) | > loss_1: 34.943363189697266 (34.943363189697266)  --> STEP: 2 | > loss_disc: 2.4437637329101562 (2.237173080444336) | > loss_disc_real_0: 0.1947764754295349 (0.14353755488991737) | > loss_disc_real_1: 0.19745132327079773 (0.17132297903299332) | > loss_disc_real_2: 0.27457404136657715 (0.2601732686161995) | > loss_disc_real_3: 0.27272146940231323 (0.25874271243810654) | > loss_disc_real_4: 0.21818198263645172 (0.23666923493146896) | > loss_disc_real_5: 0.2167842835187912 (0.2119341567158699) | > loss_0: 2.4437637329101562 (2.237173080444336) | > loss_gen: 2.3945398330688477 (2.5974831581115723) | > loss_kl: 2.6409571170806885 (3.2606348991394043) | > loss_feat: 5.5758233070373535 (6.518779039382935) | > loss_mel: 18.661785125732422 (18.522318840026855) | > loss_duration: 2.403245449066162 (2.4106409549713135) | > loss_1: 31.67635154724121 (33.30985736846924)  --> STEP: 3 | > loss_disc: 2.4501092433929443 (2.3081518014272056) | > loss_disc_real_0: 0.10007902979850769 (0.12905137985944748) | > loss_disc_real_1: 0.13080443441867828 (0.1578167974948883) | > loss_disc_real_2: 0.22833652794361115 (0.2495610217253367) | > loss_disc_real_3: 0.2659822404384613 (0.2611558884382248) | > loss_disc_real_4: 0.23812168836593628 (0.2371533860762914) | > loss_disc_real_5: 0.23688289523124695 (0.22025040288766226) | > loss_0: 2.4501092433929443 (2.3081518014272056) | > loss_gen: 2.217210531234741 (2.4707256158192954) | > loss_kl: 3.506579875946045 (3.342616558074951) | > loss_feat: 5.772957801818848 (6.270171960194905) | > loss_mel: 15.908595085144043 (17.65107758839925) | > loss_duration: 2.4176864624023438 (2.4129894574483237) | > loss_1: 29.823030471801758 (32.14758173624674)  --> STEP: 4 | > loss_disc: 2.308842658996582 (2.3083245158195496) | > loss_disc_real_0: 0.11976727843284607 (0.12673035450279713) | > loss_disc_real_1: 0.18624134361743927 (0.16492293402552605) | > loss_disc_real_2: 0.19758139550685883 (0.23656611517071724) | > loss_disc_real_3: 0.26302236318588257 (0.26162250712513924) | > loss_disc_real_4: 0.21721191704273224 (0.2321680188179016) | > loss_disc_real_5: 0.15984560549259186 (0.20514920353889465) | > loss_0: 2.308842658996582 (2.3083245158195496) | > loss_gen: 2.291043519973755 (2.42580509185791) | > loss_kl: 3.6489861011505127 (3.4192089438438416) | > loss_feat: 5.600661277770996 (6.102794289588928) | > loss_mel: 16.892738342285156 (17.461492776870728) | > loss_duration: 2.351491928100586 (2.397615075111389) | > loss_1: 30.784921646118164 (31.8069167137146)  --> STEP: 5 | > loss_disc: 2.565232753753662 (2.359706163406372) | > loss_disc_real_0: 0.2974339425563812 (0.16087107211351395) | > loss_disc_real_1: 0.22578392922878265 (0.17709513306617736) | > loss_disc_real_2: 0.26107677817344666 (0.24146824777126313) | > loss_disc_real_3: 0.2397278994321823 (0.25724358558654786) | > loss_disc_real_4: 0.25366270542144775 (0.23646695613861085) | > loss_disc_real_5: 0.3078515827655792 (0.22568967938423157) | > loss_0: 2.565232753753662 (2.359706163406372) | > loss_gen: 2.4622108936309814 (2.4330862522125245) | > loss_kl: 2.866638660430908 (3.3086948871612547) | > loss_feat: 4.688827037811279 (5.820000839233399) | > loss_mel: 17.554027557373047 (17.47999973297119) | > loss_duration: 2.4592714309692383 (2.409946346282959) | > loss_1: 30.030975341796875 (31.451728439331056)  --> STEP: 6 | > loss_disc: 2.4970879554748535 (2.382603128751119) | > loss_disc_real_0: 0.19572490453720093 (0.16668004418412843) | > loss_disc_real_1: 0.18082544207572937 (0.17771685123443604) | > loss_disc_real_2: 0.2847389876842499 (0.24868003775676092) | > loss_disc_real_3: 0.26216357946395874 (0.25806358456611633) | > loss_disc_real_4: 0.24452397227287292 (0.23780979216098785) | > loss_disc_real_5: 0.18922929465770721 (0.2196129485964775) | > loss_0: 2.4970879554748535 (2.382603128751119) | > loss_gen: 2.34814453125 (2.4189292987187705) | > loss_kl: 3.0112485885620117 (3.259120504061381) | > loss_feat: 4.158391952514648 (5.543066024780273) | > loss_mel: 14.343953132629395 (16.95732529958089) | > loss_duration: 2.16245698928833 (2.3686981201171875) | > loss_1: 26.024194717407227 (30.547139485677082)  --> STEP: 7 | > loss_disc: 2.4768078327178955 (2.3960609436035156) | > loss_disc_real_0: 0.10712873935699463 (0.15817271492310933) | > loss_disc_real_1: 0.18060436844825745 (0.17812935369355337) | > loss_disc_real_2: 0.2173311412334442 (0.24420162396771566) | > loss_disc_real_3: 0.25928330421447754 (0.25823783023016794) | > loss_disc_real_4: 0.25632211565971375 (0.24045440980366298) | > loss_disc_real_5: 0.2611033320426941 (0.2255401462316513) | > loss_0: 2.4768078327178955 (2.3960609436035156) | > loss_gen: 2.147374391555786 (2.3801357405526296) | > loss_kl: 4.3314385414123535 (3.41230879511152) | > loss_feat: 4.91505241394043 (5.453349794660296) | > loss_mel: 17.24456214904785 (16.99835913521903) | > loss_duration: 2.47946834564209 (2.3845224380493164) | > loss_1: 31.117897033691406 (30.62867627825056)  --> STEP: 8 | > loss_disc: 2.250204086303711 (2.37782883644104) | > loss_disc_real_0: 0.17100095748901367 (0.15977624524384737) | > loss_disc_real_1: 0.1739555448293686 (0.17760762758553028) | > loss_disc_real_2: 0.19850346446037292 (0.23848935402929783) | > loss_disc_real_3: 0.2599700689315796 (0.2584543600678444) | > loss_disc_real_4: 0.235469788312912 (0.2398313321173191) | > loss_disc_real_5: 0.21877694129943848 (0.2246947456151247) | > loss_0: 2.250204086303711 (2.37782883644104) | > loss_gen: 2.5570125579833984 (2.402245342731476) | > loss_kl: 3.04610276222229 (3.366533041000366) | > loss_feat: 9.176031112670898 (5.918684959411621) | > loss_mel: 18.482467651367188 (17.18387269973755) | > loss_duration: 2.2269322872161865 (2.364823669195175) | > loss_1: 35.48854446411133 (31.236159801483154)  --> STEP: 9 | > loss_disc: 2.519224166870117 (2.3935394287109375) | > loss_disc_real_0: 0.1336793303489685 (0.1568765880333053) | > loss_disc_real_1: 0.27895674109458923 (0.18886864019764793) | > loss_disc_real_2: 0.2532001733779907 (0.24012388951248592) | > loss_disc_real_3: 0.23207011818885803 (0.2555227776368459) | > loss_disc_real_4: 0.279316246509552 (0.24421854482756722) | > loss_disc_real_5: 0.2965291738510132 (0.23267634875244564) | > loss_0: 2.519224166870117 (2.3935394287109375) | > loss_gen: 2.525700092315674 (2.41596253712972) | > loss_kl: 2.6169896125793457 (3.283250437842475) | > loss_feat: 8.630081176757812 (6.2199512057834205) | > loss_mel: 17.47637939453125 (17.216373443603516) | > loss_duration: 2.1730566024780273 (2.343516217337714) | > loss_1: 33.42220687866211 (31.479053921169704)  --> STEP: 10 | > loss_disc: 2.2435238361358643 (2.3785378694534303) | > loss_disc_real_0: 0.09652571380138397 (0.15084150061011314) | > loss_disc_real_1: 0.1830672025680542 (0.18828849643468856) | > loss_disc_real_2: 0.28890496492385864 (0.2450019970536232) | > loss_disc_real_3: 0.22569380700588226 (0.25253988057374954) | > loss_disc_real_4: 0.2747885286808014 (0.24727554321289064) | > loss_disc_real_5: 0.26867687702178955 (0.23627640157938004) | > loss_0: 2.2435238361358643 (2.3785378694534303) | > loss_gen: 2.6024956703186035 (2.4346158504486084) | > loss_kl: 2.7219247817993164 (3.2271178722381593) | > loss_feat: 6.9644293785095215 (6.29439902305603) | > loss_mel: 17.120229721069336 (17.2067590713501) | > loss_duration: 2.2952165603637695 (2.3386862516403197) | > loss_1: 31.704296112060547 (31.50157814025879)  --> STEP: 11 | > loss_disc: 2.511004686355591 (2.3905803073536265) | > loss_disc_real_0: 0.11333547532558441 (0.14743186194788327) | > loss_disc_real_1: 0.20451565086841583 (0.18976369229230014) | > loss_disc_real_2: 0.24513021111488342 (0.24501365287737412) | > loss_disc_real_3: 0.2805556356906891 (0.25508676740256225) | > loss_disc_real_4: 0.33295711874961853 (0.25506477735259314) | > loss_disc_real_5: 0.24637176096439362 (0.23719416152347217) | > loss_0: 2.511004686355591 (2.3905803073536265) | > loss_gen: 2.3409500122070312 (2.4261007742448286) | > loss_kl: 3.8954739570617676 (3.2878775163130327) | > loss_feat: 6.011547565460205 (6.268685254183683) | > loss_mel: 17.627946853637695 (17.24504886973988) | > loss_duration: 2.497030019760132 (2.353081139651212) | > loss_1: 32.372947692871094 (31.580793554132637)  --> STEP: 12 | > loss_disc: 2.324683427810669 (2.3850889007250466) | > loss_disc_real_0: 0.1222960352897644 (0.14533720972637335) | > loss_disc_real_1: 0.11464222520589828 (0.18350357003509998) | > loss_disc_real_2: 0.2677403688430786 (0.24690754587451616) | > loss_disc_real_3: 0.24676735699176788 (0.2543934832016627) | > loss_disc_real_4: 0.2392628788948059 (0.25374795248111087) | > loss_disc_real_5: 0.21209612488746643 (0.2351026584704717) | > loss_0: 2.324683427810669 (2.3850889007250466) | > loss_gen: 2.4199366569519043 (2.4255870978037515) | > loss_kl: 2.6766765117645264 (3.236944099267324) | > loss_feat: 6.074692726135254 (6.2525192101796465) | > loss_mel: 16.555805206298828 (17.187611897786457) | > loss_duration: 2.263850688934326 (2.345645268758138) | > loss_1: 29.990962982177734 (31.448307673136394)  --> STEP: 13 | > loss_disc: 2.5245256423950195 (2.3958148039304294) | > loss_disc_real_0: 0.15088310837745667 (0.14576381731491822) | > loss_disc_real_1: 0.19674210250377655 (0.18452191868653664) | > loss_disc_real_2: 0.22537381947040558 (0.24525110538189226) | > loss_disc_real_3: 0.28856417536735535 (0.25702199798363906) | > loss_disc_real_4: 0.2868140935897827 (0.2562915017971626) | > loss_disc_real_5: 0.22510963678359985 (0.23433396449455848) | > loss_0: 2.5245256423950195 (2.3958148039304294) | > loss_gen: 2.3370375633239746 (2.418775595151461) | > loss_kl: 3.1975250244140625 (3.23391186274015) | > loss_feat: 6.332231044769287 (6.258650889763465) | > loss_mel: 15.550978660583496 (17.06171703338623) | > loss_duration: 2.2560105323791504 (2.3387502890366774) | > loss_1: 29.673782348632812 (31.311805725097656)  --> STEP: 14 | > loss_disc: 2.331017255783081 (2.39118640763419) | > loss_disc_real_0: 0.14862999320030212 (0.14596854416387423) | > loss_disc_real_1: 0.12149742245674133 (0.18002016895583697) | > loss_disc_real_2: 0.16066114604473114 (0.23920896542923792) | > loss_disc_real_3: 0.21812544763088226 (0.25424367295844214) | > loss_disc_real_4: 0.27380460500717163 (0.25754243774073465) | > loss_disc_real_5: 0.26779845356941223 (0.2367242851427623) | > loss_0: 2.331017255783081 (2.39118640763419) | > loss_gen: 2.3491170406341553 (2.413799984114511) | > loss_kl: 3.4479687213897705 (3.24920163835798) | > loss_feat: 6.355997562408447 (6.265604223523821) | > loss_mel: 18.870563507080078 (17.19092035293579) | > loss_duration: 2.4065804481506348 (2.3435953004019603) | > loss_1: 33.43022918701172 (31.463121686662948)  --> STEP: 15 | > loss_disc: 2.227832794189453 (2.380296166737874) | > loss_disc_real_0: 0.1866116225719452 (0.14867808272441227) | > loss_disc_real_1: 0.1639316827058792 (0.1789476032058398) | > loss_disc_real_2: 0.1877509504556656 (0.2357784310976664) | > loss_disc_real_3: 0.17755146324634552 (0.2491308589776357) | > loss_disc_real_4: 0.19968251883983612 (0.2536851098140081) | > loss_disc_real_5: 0.18367642164230347 (0.23318776090939838) | > loss_0: 2.227832794189453 (2.380296166737874) | > loss_gen: 2.6730220317840576 (2.431081453959147) | > loss_kl: 3.791964054107666 (3.285385799407959) | > loss_feat: 10.276062965393066 (6.532968139648437) | > loss_mel: 17.46451187133789 (17.20915978749593) | > loss_duration: 2.4302098751068115 (2.3493696053822837) | > loss_1: 36.635772705078125 (31.807965087890626)  --> STEP: 16 | > loss_disc: 2.5022149085998535 (2.387916088104248) | > loss_disc_real_0: 0.18758624792099 (0.1511098430491984) | > loss_disc_real_1: 0.17201431095600128 (0.17851427244022489) | > loss_disc_real_2: 0.2080436795949936 (0.23404500912874937) | > loss_disc_real_3: 0.21693532168865204 (0.24711863789707422) | > loss_disc_real_4: 0.2555284798145294 (0.25380032043904066) | > loss_disc_real_5: 0.3003404140472412 (0.23738480173051357) | > loss_0: 2.5022149085998535 (2.387916088104248) | > loss_gen: 2.201968193054199 (2.416761875152588) | > loss_kl: 2.9811830520629883 (3.2663731276988983) | > loss_feat: 4.179194450378418 (6.385857284069061) | > loss_mel: 15.638668060302734 (17.111004054546356) | > loss_duration: 2.424241542816162 (2.354049101471901) | > loss_1: 27.425256729125977 (31.534045815467834)  --> STEP: 17 | > loss_disc: 2.7010438442230225 (2.4063353678759407) | > loss_disc_real_0: 0.18911325931549072 (0.15334533812368617) | > loss_disc_real_1: 0.20860175788402557 (0.18028412452515433) | > loss_disc_real_2: 0.3030490279197693 (0.2381040690576329) | > loss_disc_real_3: 0.2970655560493469 (0.2500566919060314) | > loss_disc_real_4: 0.2832746207714081 (0.2555341028115329) | > loss_disc_real_5: 0.3342210054397583 (0.24308104900752797) | > loss_0: 2.7010438442230225 (2.4063353678759407) | > loss_gen: 2.3233792781829834 (2.411268781213199) | > loss_kl: 2.607407331466675 (3.227610433802885) | > loss_feat: 4.778930187225342 (6.291332160725313) | > loss_mel: 17.479930877685547 (17.132705632378073) | > loss_duration: 2.4076366424560547 (2.3572013097650864) | > loss_1: 29.5972843170166 (31.420118668500116)  --> STEP: 18 | > loss_disc: 2.447155475616455 (2.4086031516393027) | > loss_disc_real_0: 0.15270406007766724 (0.15330971156557402) | > loss_disc_real_1: 0.16086915135383606 (0.17920551490452555) | > loss_disc_real_2: 0.17121349275112152 (0.23438792592949337) | > loss_disc_real_3: 0.25055646896362305 (0.25008445729811984) | > loss_disc_real_4: 0.2642258107662201 (0.25601697547568214) | > loss_disc_real_5: 0.2909206748008728 (0.24573880599604714) | > loss_0: 2.447155475616455 (2.4086031516393027) | > loss_gen: 2.2501049041748047 (2.402315232488844) | > loss_kl: 2.554661989212036 (3.1902244091033936) | > loss_feat: 7.687204360961914 (6.368880616294013) | > loss_mel: 16.232084274291992 (17.0826711124844) | > loss_duration: 2.306234836578369 (2.354369839032491) | > loss_1: 31.030288696289062 (31.398461447821724)  --> STEP: 19 | > loss_disc: 2.499040126800537 (2.4133629924372624) | > loss_disc_real_0: 0.15393832325935364 (0.15334279639156242) | > loss_disc_real_1: 0.1903252750635147 (0.1797907654392092) | > loss_disc_real_2: 0.25258198380470276 (0.23534550792292544) | > loss_disc_real_3: 0.26498568058013916 (0.25086873220769984) | > loss_disc_real_4: 0.3407997190952301 (0.2604792251398689) | > loss_disc_real_5: 0.3453423082828522 (0.2509810955900895) | > loss_0: 2.499040126800537 (2.4133629924372624) | > loss_gen: 2.665168046951294 (2.4161495911447624) | > loss_kl: 2.2168734073638916 (3.138995409011841) | > loss_feat: 8.210805892944336 (6.465824051907188) | > loss_mel: 16.58906364440918 (17.05669177205939) | > loss_duration: 2.3704428672790527 (2.3552157878875732) | > loss_1: 32.05235290527344 (31.432876787687604)  --> STEP: 20 | > loss_disc: 2.2582719326019287 (2.4056084394454955) | > loss_disc_real_0: 0.16060614585876465 (0.15370596386492255) | > loss_disc_real_1: 0.1698339730501175 (0.1792929258197546) | > loss_disc_real_2: 0.19897127151489258 (0.2335267961025238) | > loss_disc_real_3: 0.16135232150554657 (0.24639291167259217) | > loss_disc_real_4: 0.24772199988365173 (0.25984136387705803) | > loss_disc_real_5: 0.3073686361312866 (0.25380047261714933) | > loss_0: 2.2582719326019287 (2.4056084394454955) | > loss_gen: 2.6412179470062256 (2.427403008937836) | > loss_kl: 2.156428813934326 (3.089867079257965) | > loss_feat: 6.174468040466309 (6.451256251335144) | > loss_mel: 18.476163864135742 (17.12766537666321) | > loss_duration: 2.281129837036133 (2.3515114903450014) | > loss_1: 31.729408264160156 (31.44770336151123)  --> STEP: 21 | > loss_disc: 2.585108757019043 (2.4141560736156644) | > loss_disc_real_0: 0.06368087232112885 (0.14941905474378953) | > loss_disc_real_1: 0.1632123589515686 (0.17852718454031719) | > loss_disc_real_2: 0.3343721330165863 (0.23832895500319345) | > loss_disc_real_3: 0.2434411346912384 (0.24625235086395628) | > loss_disc_real_4: 0.28921183943748474 (0.26123995795136407) | > loss_disc_real_5: 0.3044278919696808 (0.25621130211012705) | > loss_0: 2.585108757019043 (2.4141560736156644) | > loss_gen: 2.1810402870178223 (2.4156714507511685) | > loss_kl: 2.544710636138916 (3.0639072486332486) | > loss_feat: 6.0758256912231445 (6.433378605615525) | > loss_mel: 14.120879173278809 (16.98448508126395) | > loss_duration: 2.1336960792541504 (2.3411393279121038) | > loss_1: 27.05615234375 (31.238581884474982)  --> STEP: 22 | > loss_disc: 2.4695470333099365 (2.416673844510859) | > loss_disc_real_0: 0.0923876017332077 (0.14682671597058128) | > loss_disc_real_1: 0.18741948902606964 (0.17893138019876048) | > loss_disc_real_2: 0.24893249571323395 (0.2388109341263771) | > loss_disc_real_3: 0.2258797287940979 (0.24532632258805362) | > loss_disc_real_4: 0.21816536784172058 (0.25928202203728934) | > loss_disc_real_5: 0.20368029177188873 (0.2538235289129344) | > loss_0: 2.4695470333099365 (2.416673844510859) | > loss_gen: 2.2841691970825195 (2.4096940755844116) | > loss_kl: 2.3817148208618164 (3.0328985019163652) | > loss_feat: 6.480710983276367 (6.435530077327382) | > loss_mel: 18.50358009338379 (17.053534854542125) | > loss_duration: 2.232361316680908 (2.3361948728561406) | > loss_1: 31.88253402709961 (31.267852436412465)  --> STEP: 23 | > loss_disc: 2.329878330230713 (2.4129001264986782) | > loss_disc_real_0: 0.19354522228240967 (0.14885795537544338) | > loss_disc_real_1: 0.18557380139827728 (0.17922018112047858) | > loss_disc_real_2: 0.20711061358451843 (0.23743265932020935) | > loss_disc_real_3: 0.21772250533103943 (0.24412615662035736) | > loss_disc_real_4: 0.22428853809833527 (0.25776056621385657) | > loss_disc_real_5: 0.2297077625989914 (0.2527750173340673) | > loss_0: 2.329878330230713 (2.4129001264986782) | > loss_gen: 2.40671443939209 (2.4095645261847456) | > loss_kl: 2.587103843688965 (3.013516125471696) | > loss_feat: 7.093351364135742 (6.464131002840788) | > loss_mel: 18.00452423095703 (17.094882218734078) | > loss_duration: 2.2807703018188477 (2.3337851088979975) | > loss_1: 32.37246322631836 (31.31587899249533)  --> STEP: 24 | > loss_disc: 2.416752815246582 (2.4130606551965075) | > loss_disc_real_0: 0.19325771927833557 (0.1507079455380639) | > loss_disc_real_1: 0.13624191284179688 (0.17742941994220018) | > loss_disc_real_2: 0.23809833824634552 (0.23746039594213167) | > loss_disc_real_3: 0.2619163691997528 (0.24486741547783217) | > loss_disc_real_4: 0.2848082184791565 (0.25888755172491074) | > loss_disc_real_5: 0.24992237985134125 (0.2526561574389537) | > loss_0: 2.416752815246582 (2.4130606551965075) | > loss_gen: 2.3609731197357178 (2.407539884249369) | > loss_kl: 2.708043336868286 (3.00078809261322) | > loss_feat: 5.092426300048828 (6.406976640224457) | > loss_mel: 17.28038787841797 (17.102611621220905) | > loss_duration: 2.4562153816223145 (2.338886370261511) | > loss_1: 29.89804458618164 (31.256802558898926)  --> STEP: 25 | > loss_disc: 2.445952892303467 (2.414376344680786) | > loss_disc_real_0: 0.13633066415786743 (0.15013285428285605) | > loss_disc_real_1: 0.16598547995090485 (0.17697166234254838) | > loss_disc_real_2: 0.21196222305297852 (0.23644046902656554) | > loss_disc_real_3: 0.2790553867816925 (0.24623493432998658) | > loss_disc_real_4: 0.24081487953662872 (0.25816464483737944) | > loss_disc_real_5: 0.26022660732269287 (0.2529589754343033) | > loss_0: 2.445952892303467 (2.414376344680786) | > loss_gen: 2.308908462524414 (2.403594627380371) | > loss_kl: 2.6370530128479004 (2.9862386894226076) | > loss_feat: 6.661457538604736 (6.417155876159668) | > loss_mel: 14.998129844665527 (17.01843235015869) | > loss_duration: 2.3825345039367676 (2.340632295608521) | > loss_1: 28.988082885742188 (31.166053771972656)  --> STEP: 26 | > loss_disc: 2.6885929107666016 (2.424923135684087) | > loss_disc_real_0: 0.1570977419614792 (0.15040073457818773) | > loss_disc_real_1: 0.14118318259716034 (0.17559518235234114) | > loss_disc_real_2: 0.15206684172153473 (0.2331953295148336) | > loss_disc_real_3: 0.20332762598991394 (0.24458465323998377) | > loss_disc_real_4: 0.374115526676178 (0.26262429413887173) | > loss_disc_real_5: 0.33430662751197815 (0.25608773128344464) | > loss_0: 2.6885929107666016 (2.424923135684087) | > loss_gen: 2.046466112136841 (2.38985891525562) | > loss_kl: 2.4579875469207764 (2.9659213377879214) | > loss_feat: 8.142237663269043 (6.483505175663875) | > loss_mel: 22.928356170654297 (17.245737112485447) | > loss_duration: 2.2720632553100586 (2.337995024827811) | > loss_1: 37.847110748291016 (31.423017501831055) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024914924915020284 (+0.00012530730320857138) | > avg_loss_disc: 2.424923135684087 (-0.060123599492586166) | > avg_loss_disc_real_0: 0.15040073457818773 (-0.0021338442770333643) | > avg_loss_disc_real_1: 0.17559518235234114 (-0.033291521840370625) | > avg_loss_disc_real_2: 0.2331953295148336 (-0.02080045869717237) | > avg_loss_disc_real_3: 0.24458465323998377 (+0.01357301783103207) | > avg_loss_disc_real_4: 0.26262429413887173 (+0.006649310772235628) | > avg_loss_disc_real_5: 0.25608773128344464 (-0.0040513626658000845) | > avg_loss_0: 2.424923135684087 (-0.060123599492586166) | > avg_loss_gen: 2.38985891525562 (+0.028476605048546322) | > avg_loss_kl: 2.9659213377879214 (+0.03606007190851068) | > avg_loss_feat: 6.483505175663875 (-0.04852515000563429) | > avg_loss_mel: 17.245737112485447 (+0.23801719225370022) | > avg_loss_duration: 2.337995024827811 (-0.0007879183842578463) | > avg_loss_1: 31.423017501831055 (+0.2532406586867104)  > EPOCH: 688/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:35:56)   --> TIME: 2024-06-11 21:36:01 -- STEP: 9/330 -- GLOBAL_STEP: 315050 | > loss_disc: 2.3433167934417725 (2.286973661846585) | > loss_disc_real_0: 0.08748914301395416 (0.10137099689907497) | > loss_disc_real_1: 0.18440617620944977 (0.19290321403079563) | > loss_disc_real_2: 0.21321536600589752 (0.2091251015663147) | > loss_disc_real_3: 0.22159387171268463 (0.23225427170594534) | > loss_disc_real_4: 0.25481700897216797 (0.22806558344099256) | > loss_disc_real_5: 0.21660998463630676 (0.2286694347858429) | > loss_0: 2.3433167934417725 (2.286973661846585) | > grad_norm_0: tensor(5.8704, device='cuda:0') (tensor(6.9316, device='cuda:0')) | > loss_gen: 2.477419376373291 (2.537953085369534) | > loss_kl: 1.7097612619400024 (1.9378599855634902) | > loss_feat: 7.261500358581543 (7.140291637844509) | > loss_mel: 17.820236206054688 (17.926969528198242) | > loss_duration: 2.1117334365844727 (2.135730160607232) | > loss_1: 31.38064956665039 (31.678804397583008) | > grad_norm_1: tensor(45.1566, device='cuda:0') (tensor(63.5531, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3621 (0.3704415692223443) | > loader_time: 0.0032 (0.003263182110256619)  --> TIME: 2024-06-11 21:36:10 -- STEP: 34/330 -- GLOBAL_STEP: 315075 | > loss_disc: 2.4729509353637695 (2.338509854148416) | > loss_disc_real_0: 0.17393694818019867 (0.10802015026702601) | > loss_disc_real_1: 0.2634683847427368 (0.19522567487814846) | > loss_disc_real_2: 0.18891926109790802 (0.2073719909085947) | > loss_disc_real_3: 0.2492624968290329 (0.23079400246634202) | > loss_disc_real_4: 0.22992733120918274 (0.23107164879055583) | > loss_disc_real_5: 0.24026526510715485 (0.22655275288750143) | > loss_0: 2.4729509353637695 (2.338509854148416) | > grad_norm_0: tensor(9.4540, device='cuda:0') (tensor(8.1825, device='cuda:0')) | > loss_gen: 2.454989194869995 (2.507256907575271) | > loss_kl: 2.0445733070373535 (1.9421888624920565) | > loss_feat: 7.303452491760254 (7.044170337564805) | > loss_mel: 17.485544204711914 (17.629085652968463) | > loss_duration: 2.0361886024475098 (2.0307689379243286) | > loss_1: 31.32474708557129 (31.153470824746524) | > grad_norm_1: tensor(78.0308, device='cuda:0') (tensor(81.8387, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3562 (0.3634800840826595) | > loader_time: 0.0031 (0.0033984605003805723)  --> TIME: 2024-06-11 21:36:19 -- STEP: 59/330 -- GLOBAL_STEP: 315100 | > loss_disc: 2.3681981563568115 (2.3511718935885675) | > loss_disc_real_0: 0.09521618485450745 (0.10936183911764015) | > loss_disc_real_1: 0.21072092652320862 (0.19448537291106527) | > loss_disc_real_2: 0.2059447169303894 (0.20778666739746676) | > loss_disc_real_3: 0.20512016117572784 (0.22920682521189673) | > loss_disc_real_4: 0.21166585385799408 (0.23271745342319294) | > loss_disc_real_5: 0.20577742159366608 (0.2267530914080345) | > loss_0: 2.3681981563568115 (2.3511718935885675) | > grad_norm_0: tensor(8.7791, device='cuda:0') (tensor(10.0577, device='cuda:0')) | > loss_gen: 2.5012474060058594 (2.494928832781516) | > loss_kl: 2.0482017993927 (1.941798363701772) | > loss_feat: 7.100186347961426 (7.070834030539302) | > loss_mel: 17.012380599975586 (17.572159589347198) | > loss_duration: 1.9347200393676758 (2.0085488355765904) | > loss_1: 30.596736907958984 (31.0882698640985) | > grad_norm_1: tensor(198.4217, device='cuda:0') (tensor(112.8481, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3742 (0.3644777637417035) | > loader_time: 0.0033 (0.003406718625860699)  --> TIME: 2024-06-11 21:36:29 -- STEP: 84/330 -- GLOBAL_STEP: 315125 | > loss_disc: 2.4546520709991455 (2.3542361713591085) | > loss_disc_real_0: 0.11163853108882904 (0.1096503920853138) | > loss_disc_real_1: 0.1960567981004715 (0.19456821343018896) | > loss_disc_real_2: 0.23293346166610718 (0.2102879449015572) | > loss_disc_real_3: 0.24745765328407288 (0.23000446157086463) | > loss_disc_real_4: 0.25288447737693787 (0.23390707799366542) | > loss_disc_real_5: 0.24526666104793549 (0.22605116878237044) | > loss_0: 2.4546520709991455 (2.3542361713591085) | > grad_norm_0: tensor(7.3684, device='cuda:0') (tensor(9.9020, device='cuda:0')) | > loss_gen: 2.2902798652648926 (2.4898889149938306) | > loss_kl: 2.029005289077759 (1.969992648987543) | > loss_feat: 6.739310264587402 (7.0644172713870095) | > loss_mel: 16.721115112304688 (17.52320132936751) | > loss_duration: 2.054051637649536 (2.001116624900272) | > loss_1: 29.83376121520996 (31.048616999671573) | > grad_norm_1: tensor(46.3530, device='cuda:0') (tensor(108.5849, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3715 (0.36574040424256105) | > loader_time: 0.0046 (0.003538211186726888)  --> TIME: 2024-06-11 21:36:38 -- STEP: 109/330 -- GLOBAL_STEP: 315150 | > loss_disc: 2.4652624130249023 (2.359520402523358) | > loss_disc_real_0: 0.10886704176664352 (0.1105569056277975) | > loss_disc_real_1: 0.23048853874206543 (0.19523038626263994) | > loss_disc_real_2: 0.24983924627304077 (0.21110219761319116) | > loss_disc_real_3: 0.23423470556735992 (0.22986801665857298) | > loss_disc_real_4: 0.20701062679290771 (0.2329946436466427) | > loss_disc_real_5: 0.2123974859714508 (0.22486190443192053) | > loss_0: 2.4652624130249023 (2.359520402523358) | > grad_norm_0: tensor(11.4597, device='cuda:0') (tensor(9.4585, device='cuda:0')) | > loss_gen: 2.3337295055389404 (2.4818473059103026) | > loss_kl: 2.010261297225952 (1.9762531158027299) | > loss_feat: 6.330292701721191 (7.027288275027494) | > loss_mel: 17.551197052001953 (17.459773754854815) | > loss_duration: 1.9402153491973877 (2.0012595642597297) | > loss_1: 30.165695190429688 (30.946422156937626) | > grad_norm_1: tensor(48.4894, device='cuda:0') (tensor(99.4056, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3768 (0.367678027634227) | > loader_time: 0.004 (0.0036417388041085057)  --> TIME: 2024-06-11 21:36:48 -- STEP: 134/330 -- GLOBAL_STEP: 315175 | > loss_disc: 2.374752998352051 (2.3645953260250963) | > loss_disc_real_0: 0.10595563054084778 (0.11233157353169883) | > loss_disc_real_1: 0.1831740289926529 (0.19575118807269565) | > loss_disc_real_2: 0.22051125764846802 (0.21121386772216255) | > loss_disc_real_3: 0.22098849713802338 (0.22952546379459438) | > loss_disc_real_4: 0.22190076112747192 (0.232839246183189) | > loss_disc_real_5: 0.21899397671222687 (0.22393334823757854) | > loss_0: 2.374752998352051 (2.3645953260250963) | > grad_norm_0: tensor(16.2233, device='cuda:0') (tensor(9.5264, device='cuda:0')) | > loss_gen: 2.4735379219055176 (2.4769287269506877) | > loss_kl: 2.2108209133148193 (1.9833456322328369) | > loss_feat: 7.35127067565918 (7.027436850675896) | > loss_mel: 17.702438354492188 (17.472385264154696) | > loss_duration: 2.0195655822753906 (2.00466850444452) | > loss_1: 31.757633209228516 (30.964765064751923) | > grad_norm_1: tensor(158.8013, device='cuda:0') (tensor(98.7106, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3764 (0.369137892082556) | > loader_time: 0.0045 (0.0037789131278422343)  --> TIME: 2024-06-11 21:36:57 -- STEP: 159/330 -- GLOBAL_STEP: 315200 | > loss_disc: 2.2976694107055664 (2.3720898148398746) | > loss_disc_real_0: 0.08955475687980652 (0.11413688226690832) | > loss_disc_real_1: 0.16769149899482727 (0.19683981588426624) | > loss_disc_real_2: 0.2331957221031189 (0.2112769324262188) | > loss_disc_real_3: 0.21725715696811676 (0.23040698768582735) | > loss_disc_real_4: 0.21007473766803741 (0.23333252872685967) | > loss_disc_real_5: 0.1800745129585266 (0.22437017818666855) | > loss_0: 2.2976694107055664 (2.3720898148398746) | > grad_norm_0: tensor(11.0823, device='cuda:0') (tensor(10.7864, device='cuda:0')) | > loss_gen: 2.6662402153015137 (2.4699193891489286) | > loss_kl: 2.064812421798706 (1.9858211826228496) | > loss_feat: 7.366234302520752 (6.989465434596224) | > loss_mel: 17.431486129760742 (17.459156660163934) | > loss_duration: 2.0126185417175293 (2.0075133026770824) | > loss_1: 31.541393280029297 (30.911876090667533) | > grad_norm_1: tensor(368.6126, device='cuda:0') (tensor(115.7943, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.3753 (0.3708239606341476) | > loader_time: 0.0047 (0.0038356421128758846)  --> TIME: 2024-06-11 21:37:07 -- STEP: 184/330 -- GLOBAL_STEP: 315225 | > loss_disc: 2.3237690925598145 (2.370069884735606) | > loss_disc_real_0: 0.0971728265285492 (0.11527025845387708) | > loss_disc_real_1: 0.21633246541023254 (0.19707609858849776) | > loss_disc_real_2: 0.2567308247089386 (0.21152114228385954) | > loss_disc_real_3: 0.23180408775806427 (0.22989089965172435) | > loss_disc_real_4: 0.2392457127571106 (0.23223330890354904) | > loss_disc_real_5: 0.20383499562740326 (0.22323304309469202) | > loss_0: 2.3237690925598145 (2.370069884735606) | > grad_norm_0: tensor(12.3014, device='cuda:0') (tensor(13.2533, device='cuda:0')) | > loss_gen: 2.6300442218780518 (2.4783170586046963) | > loss_kl: 2.0399909019470215 (1.9929494631031286) | > loss_feat: 7.63158655166626 (7.0004502845847085) | > loss_mel: 16.820955276489258 (17.430577485457714) | > loss_duration: 2.048586130142212 (2.014268230484881) | > loss_1: 31.17116355895996 (30.91656261941661) | > grad_norm_1: tensor(476.2831, device='cuda:0') (tensor(143.9867, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.4028 (0.3733980798203013) | > loader_time: 0.0049 (0.003952514866124029)  --> TIME: 2024-06-11 21:37:18 -- STEP: 209/330 -- GLOBAL_STEP: 315250 | > loss_disc: 2.3158462047576904 (2.3695172784431158) | > loss_disc_real_0: 0.10353613644838333 (0.11423976854844527) | > loss_disc_real_1: 0.1794426590204239 (0.1979402473383543) | > loss_disc_real_2: 0.20437532663345337 (0.2116746918864228) | > loss_disc_real_3: 0.23643174767494202 (0.23030745712193576) | > loss_disc_real_4: 0.23348355293273926 (0.23146907550296145) | > loss_disc_real_5: 0.24133117496967316 (0.2232697884859651) | > loss_0: 2.3158462047576904 (2.3695172784431158) | > grad_norm_0: tensor(48.2790, device='cuda:0') (tensor(15.3209, device='cuda:0')) | > loss_gen: 2.5118818283081055 (2.489473040594438) | > loss_kl: 1.9776891469955444 (1.9960372698934454) | > loss_feat: 6.882254123687744 (7.037176442488529) | > loss_mel: 16.686479568481445 (17.420678672608013) | > loss_duration: 2.101794958114624 (2.0219633311175853) | > loss_1: 30.160099029541016 (30.965328855377635) | > grad_norm_1: tensor(445.0013, device='cuda:0') (tensor(170.8304, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.4008 (0.3765059852143795) | > loader_time: 0.0059 (0.004066832327956789)  --> TIME: 2024-06-11 21:37:28 -- STEP: 234/330 -- GLOBAL_STEP: 315275 | > loss_disc: 2.263291120529175 (2.3686953456992805) | > loss_disc_real_0: 0.07365250587463379 (0.11540486198714656) | > loss_disc_real_1: 0.2000110149383545 (0.19714300066996843) | > loss_disc_real_2: 0.17058376967906952 (0.2117895002548512) | > loss_disc_real_3: 0.2022494226694107 (0.23033106588145608) | > loss_disc_real_4: 0.2504805624485016 (0.23200296024736175) | > loss_disc_real_5: 0.2124265879392624 (0.22187265518129382) | > loss_0: 2.263291120529175 (2.3686953456992805) | > grad_norm_0: tensor(42.4729, device='cuda:0') (tensor(18.4559, device='cuda:0')) | > loss_gen: 2.4502360820770264 (2.4940608607398134) | > loss_kl: 2.0083658695220947 (1.9988249718633475) | > loss_feat: 7.296726226806641 (7.036265558666653) | > loss_mel: 16.689756393432617 (17.388543565049133) | > loss_duration: 2.108990430831909 (2.0304749047654314) | > loss_1: 30.554073333740234 (30.94816996093489) | > grad_norm_1: tensor(375.7599, device='cuda:0') (tensor(198.8985, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.4363 (0.38119328735221153) | > loader_time: 0.006 (0.004214301068558653)  --> TIME: 2024-06-11 21:37:39 -- STEP: 259/330 -- GLOBAL_STEP: 315300 | > loss_disc: 2.361422300338745 (2.3675411631241756) | > loss_disc_real_0: 0.09212522953748703 (0.11540575374392469) | > loss_disc_real_1: 0.18942521512508392 (0.19720710071817787) | > loss_disc_real_2: 0.22348737716674805 (0.21165789807625265) | > loss_disc_real_3: 0.19495631754398346 (0.23067362094477797) | > loss_disc_real_4: 0.18840716779232025 (0.2319881654844321) | > loss_disc_real_5: 0.22354842722415924 (0.2225226154083451) | > loss_0: 2.361422300338745 (2.3675411631241756) | > grad_norm_0: tensor(7.3400, device='cuda:0') (tensor(19.9722, device='cuda:0')) | > loss_gen: 2.3962936401367188 (2.5008847004658463) | > loss_kl: 1.915107011795044 (1.9986626926996534) | > loss_feat: 7.214400768280029 (7.058409510432063) | > loss_mel: 17.5308895111084 (17.353870586999136) | > loss_duration: 2.133439064025879 (2.0380220997747776) | > loss_1: 31.190128326416016 (30.949849662633476) | > grad_norm_1: tensor(60.4944, device='cuda:0') (tensor(219.6044, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.4356 (0.38575830146612816) | > loader_time: 0.0067 (0.0043707142465363134)  --> TIME: 2024-06-11 21:37:51 -- STEP: 284/330 -- GLOBAL_STEP: 315325 | > loss_disc: 2.315574884414673 (2.368328987712594) | > loss_disc_real_0: 0.12950655817985535 (0.11673847738076264) | > loss_disc_real_1: 0.21978360414505005 (0.19743302186400116) | > loss_disc_real_2: 0.24215081334114075 (0.2118821570675978) | > loss_disc_real_3: 0.23691333830356598 (0.2304648287384443) | > loss_disc_real_4: 0.2292037010192871 (0.2318052642152343) | > loss_disc_real_5: 0.2333725243806839 (0.22244133422492254) | > loss_0: 2.315574884414673 (2.368328987712594) | > grad_norm_0: tensor(45.3947, device='cuda:0') (tensor(21.3589, device='cuda:0')) | > loss_gen: 2.527858257293701 (2.4960651725110865) | > loss_kl: 2.0419819355010986 (2.0019133758377023) | > loss_feat: 7.2874836921691895 (7.049184023494451) | > loss_mel: 16.73882293701172 (17.307309557014783) | > loss_duration: 2.166713237762451 (2.04760335406787) | > loss_1: 30.762861251831055 (30.902075532456518) | > grad_norm_1: tensor(511.7955, device='cuda:0') (tensor(234.2485, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.4417 (0.39051872743687166) | > loader_time: 0.007 (0.004536503637340705)  --> TIME: 2024-06-11 21:38:03 -- STEP: 309/330 -- GLOBAL_STEP: 315350 | > loss_disc: 2.467320442199707 (2.372518645135332) | > loss_disc_real_0: 0.10335136950016022 (0.11809645217020535) | > loss_disc_real_1: 0.20655864477157593 (0.19767745138179135) | > loss_disc_real_2: 0.22581666707992554 (0.21195086127924687) | > loss_disc_real_3: 0.246053546667099 (0.23062911475360587) | > loss_disc_real_4: 0.26261743903160095 (0.23236285217564467) | > loss_disc_real_5: 0.2265191376209259 (0.2226622123452066) | > loss_0: 2.467320442199707 (2.372518645135332) | > grad_norm_0: tensor(11.9143, device='cuda:0') (tensor(22.3758, device='cuda:0')) | > loss_gen: 2.4683356285095215 (2.491492259078041) | > loss_kl: 2.0409281253814697 (2.0036355430640063) | > loss_feat: 6.852511405944824 (7.042138115102032) | > loss_mel: 16.232542037963867 (17.260920077080087) | > loss_duration: 2.233269691467285 (2.059520564418781) | > loss_1: 29.827587127685547 (30.85770660696678) | > grad_norm_1: tensor(492.1083, device='cuda:0') (tensor(249.9958, device='cuda:0')) | > current_lr_0: 0.00018351785975066927 | > current_lr_1: 0.00018351785975066927 | > step_time: 0.4912 (0.39749749810178686) | > loader_time: 0.007 (0.00472927016347743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6087255477905273 (2.6087255477905273) | > loss_disc_real_0: 0.34450775384902954 (0.34450775384902954) | > loss_disc_real_1: 0.1992783397436142 (0.1992783397436142) | > loss_disc_real_2: 0.2698571979999542 (0.2698571979999542) | > loss_disc_real_3: 0.2867372930049896 (0.2867372930049896) | > loss_disc_real_4: 0.2338232398033142 (0.2338232398033142) | > loss_disc_real_5: 0.2664692997932434 (0.2664692997932434) | > loss_0: 2.6087255477905273 (2.6087255477905273) | > loss_gen: 2.7819061279296875 (2.7819061279296875) | > loss_kl: 2.1070451736450195 (2.1070451736450195) | > loss_feat: 7.038931846618652 (7.038931846618652) | > loss_mel: 17.661251068115234 (17.661251068115234) | > loss_duration: 3.0301427841186523 (3.0301427841186523) | > loss_1: 32.61927795410156 (32.61927795410156)  --> STEP: 1 | > loss_disc: 2.5301268100738525 (2.5301268100738525) | > loss_disc_real_0: 0.2457667738199234 (0.2457667738199234) | > loss_disc_real_1: 0.2596173882484436 (0.2596173882484436) | > loss_disc_real_2: 0.29290395975112915 (0.29290395975112915) | > loss_disc_real_3: 0.24999743700027466 (0.24999743700027466) | > loss_disc_real_4: 0.21123842895030975 (0.21123842895030975) | > loss_disc_real_5: 0.15295329689979553 (0.15295329689979553) | > loss_0: 2.5301268100738525 (2.5301268100738525) | > loss_gen: 2.5230185985565186 (2.5230185985565186) | > loss_kl: 2.549910068511963 (2.549910068511963) | > loss_feat: 5.2245707511901855 (5.2245707511901855) | > loss_mel: 17.489849090576172 (17.489849090576172) | > loss_duration: 2.4390764236450195 (2.4390764236450195) | > loss_1: 30.226425170898438 (30.226425170898438)  --> STEP: 2 | > loss_disc: 2.316744089126587 (2.4234354496002197) | > loss_disc_real_0: 0.1501447558403015 (0.19795576483011246) | > loss_disc_real_1: 0.2993626296520233 (0.27949000895023346) | > loss_disc_real_2: 0.289732426404953 (0.2913181930780411) | > loss_disc_real_3: 0.2648933529853821 (0.25744539499282837) | > loss_disc_real_4: 0.1919340342283249 (0.20158623158931732) | > loss_disc_real_5: 0.20648646354675293 (0.17971988022327423) | > loss_0: 2.316744089126587 (2.4234354496002197) | > loss_gen: 2.9078779220581055 (2.715448260307312) | > loss_kl: 2.706265926361084 (2.6280879974365234) | > loss_feat: 6.77557373046875 (6.000072240829468) | > loss_mel: 18.27365493774414 (17.881752014160156) | > loss_duration: 2.470914125442505 (2.454995274543762) | > loss_1: 33.13428497314453 (31.680355072021484)  --> STEP: 3 | > loss_disc: 2.213167428970337 (2.353346109390259) | > loss_disc_real_0: 0.14057615399360657 (0.1788292278846105) | > loss_disc_real_1: 0.15075302124023438 (0.2365776797135671) | > loss_disc_real_2: 0.22351007163524628 (0.2687154859304428) | > loss_disc_real_3: 0.19962944090366364 (0.23817341029644012) | > loss_disc_real_4: 0.221113920211792 (0.2080954611301422) | > loss_disc_real_5: 0.22603964805603027 (0.1951598028341929) | > loss_0: 2.213167428970337 (2.353346109390259) | > loss_gen: 2.434675931930542 (2.621857484181722) | > loss_kl: 3.138331174850464 (2.7981690565745034) | > loss_feat: 5.689377307891846 (5.896507263183594) | > loss_mel: 17.814979553222656 (17.85949452718099) | > loss_duration: 2.334656238555908 (2.414882262547811) | > loss_1: 31.412019729614258 (31.590909957885742)  --> STEP: 4 | > loss_disc: 2.4687647819519043 (2.38220077753067) | > loss_disc_real_0: 0.26930174231529236 (0.20144735649228096) | > loss_disc_real_1: 0.23610295355319977 (0.23645899817347527) | > loss_disc_real_2: 0.23109710216522217 (0.25931088998913765) | > loss_disc_real_3: 0.24210502207279205 (0.2391563132405281) | > loss_disc_real_4: 0.19692067801952362 (0.20530176535248756) | > loss_disc_real_5: 0.18581563234329224 (0.19282376021146774) | > loss_0: 2.4687647819519043 (2.38220077753067) | > loss_gen: 2.7313520908355713 (2.6492311358451843) | > loss_kl: 3.5246422290802 (2.9797873497009277) | > loss_feat: 6.297640323638916 (5.996790528297424) | > loss_mel: 17.98246192932129 (17.890236377716064) | > loss_duration: 2.3201122283935547 (2.391189754009247) | > loss_1: 32.85620880126953 (31.90723466873169)  --> STEP: 5 | > loss_disc: 2.56524658203125 (2.418809938430786) | > loss_disc_real_0: 0.20920397341251373 (0.20299867987632753) | > loss_disc_real_1: 0.2372322678565979 (0.2366136521100998) | > loss_disc_real_2: 0.27716049551963806 (0.26288081109523775) | > loss_disc_real_3: 0.29747137427330017 (0.2508193254470825) | > loss_disc_real_4: 0.2231447994709015 (0.20887037217617035) | > loss_disc_real_5: 0.18974412977695465 (0.19220783412456513) | > loss_0: 2.56524658203125 (2.418809938430786) | > loss_gen: 2.4342145919799805 (2.6062278270721437) | > loss_kl: 3.27194881439209 (3.0382196426391603) | > loss_feat: 4.922869682312012 (5.782006359100341) | > loss_mel: 17.901290893554688 (17.89244728088379) | > loss_duration: 2.4409689903259277 (2.401145601272583) | > loss_1: 30.97129249572754 (31.72004623413086)  --> STEP: 6 | > loss_disc: 2.484771728515625 (2.4298035701115928) | > loss_disc_real_0: 0.22075431048870087 (0.2059579516450564) | > loss_disc_real_1: 0.19455993175506592 (0.22960469871759415) | > loss_disc_real_2: 0.22798463702201843 (0.2570647820830345) | > loss_disc_real_3: 0.3099909722805023 (0.26068126658598584) | > loss_disc_real_4: 0.30317842960357666 (0.22458838174740473) | > loss_disc_real_5: 0.27556276321411133 (0.20610032230615616) | > loss_0: 2.484771728515625 (2.4298035701115928) | > loss_gen: 2.8259947299957275 (2.642855644226074) | > loss_kl: 3.094985246658325 (3.0476805766423545) | > loss_feat: 5.120308876037598 (5.671723445256551) | > loss_mel: 18.487823486328125 (17.991676648457844) | > loss_duration: 2.1642677783966064 (2.361665964126587) | > loss_1: 31.69338035583496 (31.715601921081543)  --> STEP: 7 | > loss_disc: 2.5541157722473145 (2.4475624561309814) | > loss_disc_real_0: 0.15828199684619904 (0.19914710095950536) | > loss_disc_real_1: 0.31802085041999817 (0.2422355775322233) | > loss_disc_real_2: 0.343475341796875 (0.2694091477564403) | > loss_disc_real_3: 0.2732606828212738 (0.26247832604816984) | > loss_disc_real_4: 0.20542225241661072 (0.221850363271577) | > loss_disc_real_5: 0.20606054365634918 (0.20609463964189803) | > loss_0: 2.5541157722473145 (2.4475624561309814) | > loss_gen: 2.6571505069732666 (2.644897767475673) | > loss_kl: 4.635086536407471 (3.2744528566087996) | > loss_feat: 5.70182991027832 (5.676024368831089) | > loss_mel: 15.447592735290527 (17.628236089433944) | > loss_duration: 2.49458909034729 (2.380654982158116) | > loss_1: 30.936246871948242 (31.604265485491073)  --> STEP: 8 | > loss_disc: 2.266702651977539 (2.424954980611801) | > loss_disc_real_0: 0.2540885806083679 (0.20601478591561317) | > loss_disc_real_1: 0.21185393631458282 (0.23843787238001823) | > loss_disc_real_2: 0.25428152084350586 (0.2675181943923235) | > loss_disc_real_3: 0.2701027989387512 (0.2634313851594925) | > loss_disc_real_4: 0.23762410879135132 (0.2238220814615488) | > loss_disc_real_5: 0.23008671402931213 (0.20909364894032478) | > loss_0: 2.266702651977539 (2.424954980611801) | > loss_gen: 3.081693410873413 (2.6994972229003906) | > loss_kl: 2.6766881942749023 (3.1997322738170624) | > loss_feat: 8.473774909973145 (6.025743186473846) | > loss_mel: 19.969518661499023 (17.920896410942078) | > loss_duration: 2.2483432292938232 (2.3641160130500793) | > loss_1: 36.45001983642578 (32.20998477935791)  --> STEP: 9 | > loss_disc: 2.6756656169891357 (2.4528117179870605) | > loss_disc_real_0: 0.2978507876396179 (0.21621878610716927) | > loss_disc_real_1: 0.2565964460372925 (0.24045549167527092) | > loss_disc_real_2: 0.2635851502418518 (0.26708118948671555) | > loss_disc_real_3: 0.25347939133644104 (0.26232560806804234) | > loss_disc_real_4: 0.24785931408405304 (0.2264928850862715) | > loss_disc_real_5: 0.2753315269947052 (0.21645341316858926) | > loss_0: 2.6756656169891357 (2.4528117179870605) | > loss_gen: 2.7343649864196777 (2.703371418846978) | > loss_kl: 2.8662514686584473 (3.162678851021661) | > loss_feat: 8.181118965148926 (6.265229384104411) | > loss_mel: 17.554378509521484 (17.880172199673122) | > loss_duration: 2.1757140159606934 (2.3431824578179254) | > loss_1: 33.5118293762207 (32.35463417900933)  --> STEP: 10 | > loss_disc: 2.7432591915130615 (2.4818564653396606) | > loss_disc_real_0: 0.22890402376651764 (0.2174873098731041) | > loss_disc_real_1: 0.3181675970554352 (0.24822670221328735) | > loss_disc_real_2: 0.2994588613510132 (0.2703189566731453) | > loss_disc_real_3: 0.3609272539615631 (0.2721857726573944) | > loss_disc_real_4: 0.2718372642993927 (0.2310273230075836) | > loss_disc_real_5: 0.2985180616378784 (0.22465987801551818) | > loss_0: 2.7432591915130615 (2.4818564653396606) | > loss_gen: 2.770439863204956 (2.710078263282776) | > loss_kl: 2.7142927646636963 (3.1178402423858644) | > loss_feat: 5.815517425537109 (6.220258188247681) | > loss_mel: 18.605106353759766 (17.952665615081788) | > loss_duration: 2.3080172538757324 (2.339665937423706) | > loss_1: 32.21337127685547 (32.340507888793944)  --> STEP: 11 | > loss_disc: 2.3026442527770996 (2.4655644460157915) | > loss_disc_real_0: 0.20949998497962952 (0.21676118942824277) | > loss_disc_real_1: 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loss_disc_real_4: 0.17584937810897827 (0.22283056130011877) | > loss_disc_real_5: 0.22780685126781464 (0.22665875777602196) | > loss_0: 2.2321574687957764 (2.44611386458079) | > loss_gen: 2.5647473335266113 (2.688823620478312) | > loss_kl: 2.8525383472442627 (3.102523922920227) | > loss_feat: 5.642336368560791 (6.163918852806091) | > loss_mel: 17.90752601623535 (18.000355799992878) | > loss_duration: 2.2950901985168457 (2.3515281677246094) | > loss_1: 31.262237548828125 (32.30714988708497)  --> STEP: 13 | > loss_disc: 2.3811559677124023 (2.4411171032832217) | > loss_disc_real_0: 0.1356041431427002 (0.20057741839152116) | > loss_disc_real_1: 0.2979864478111267 (0.24217915993470412) | > loss_disc_real_2: 0.29632657766342163 (0.2698104851520978) | > loss_disc_real_3: 0.2508746087551117 (0.26372114626260906) | > loss_disc_real_4: 0.21670468151569366 (0.2223593397782399) | > loss_disc_real_5: 0.24760735034942627 (0.22827018797397614) | > loss_0: 2.3811559677124023 (2.4411171032832217) | > loss_gen: 2.87239933013916 (2.702944828913762) | > loss_kl: 2.9938769340515137 (3.0941664622380185) | > loss_feat: 6.791259765625 (6.2121758460998535) | > loss_mel: 16.757843017578125 (17.904777893653282) | > loss_duration: 2.2300069332122803 (2.34218038045443) | > loss_1: 31.6453857421875 (32.25624495286209)  --> STEP: 14 | > loss_disc: 2.5976061820983887 (2.4522948946271623) | > loss_disc_real_0: 0.28566277027130127 (0.20665494352579117) | > loss_disc_real_1: 0.26144447922706604 (0.24355525416987284) | > loss_disc_real_2: 0.2894099950790405 (0.27121045014687944) | > loss_disc_real_3: 0.2669767141342163 (0.26395368682486675) | > loss_disc_real_4: 0.23112860321998596 (0.22298571573836462) | > loss_disc_real_5: 0.21211928129196167 (0.22711655178240367) | > loss_0: 2.5976061820983887 (2.4522948946271623) | > loss_gen: 2.719245433807373 (2.704109157834734) | > loss_kl: 4.088313579559326 (3.165176970618112) | > loss_feat: 6.757988452911377 (6.251162460872105) | > loss_mel: 17.976713180541992 (17.909916128431046) | > loss_duration: 2.4620468616485596 (2.3507422719682967) | > loss_1: 34.00430679321289 (32.38110651288714)  --> STEP: 15 | > loss_disc: 2.662353515625 (2.466298802693685) | > loss_disc_real_0: 0.2750219702720642 (0.21121274530887604) | > loss_disc_real_1: 0.27123695611953735 (0.24540070096651714) | > loss_disc_real_2: 0.26641348004341125 (0.2708906521399816) | > loss_disc_real_3: 0.27875256538391113 (0.26494027872880305) | > loss_disc_real_4: 0.18956950306892395 (0.22075796822706859) | > loss_disc_real_5: 0.22612078487873077 (0.22705016732215882) | > loss_0: 2.662353515625 (2.466298802693685) | > loss_gen: 2.49446702003479 (2.690133015314738) | > loss_kl: 3.0863852500915527 (3.1599241892496743) | > loss_feat: 8.016070365905762 (6.368822987874349) | > loss_mel: 17.753389358520508 (17.89948101043701) | > loss_duration: 2.4581820964813232 (2.3579049269358316) | > loss_1: 33.808494567871094 (32.47626571655274)  --> STEP: 16 | > loss_disc: 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(0.21294932646883857) | > loss_disc_real_5: 0.1440138816833496 (0.22296920749876234) | > loss_0: 2.242607831954956 (2.481006794505649) | > loss_gen: 2.4595255851745605 (2.665293508105808) | > loss_kl: 2.204674005508423 (3.023957305484348) | > loss_feat: 8.333056449890137 (6.4366993109385175) | > loss_mel: 19.19338607788086 (17.83468458387587) | > loss_duration: 2.2041149139404297 (2.3543657461802163) | > loss_1: 34.39476013183594 (32.31500032212999)  --> STEP: 19 | > loss_disc: 2.723818063735962 (2.493786334991455) | > loss_disc_real_0: 0.34483999013900757 (0.21760089695453644) | > loss_disc_real_1: 0.2626432180404663 (0.25692566288144963) | > loss_disc_real_2: 0.25032487511634827 (0.26719181161177785) | > loss_disc_real_3: 0.2900432050228119 (0.2658497769581645) | > loss_disc_real_4: 0.23239921033382416 (0.21397300456699572) | > loss_disc_real_5: 0.31710320711135864 (0.22792362853100426) | > loss_0: 2.723818063735962 (2.493786334991455) | > loss_gen: 2.7856411933898926 (2.6716275968049703) | > loss_kl: 2.379812002182007 (2.9900549211000143) | > loss_feat: 7.0890302658081055 (6.471032519089548) | > loss_mel: 17.370037078857422 (17.810229452032793) | > loss_duration: 2.3157174587249756 (2.3523316257878353) | > loss_1: 31.940237045288086 (32.295275939138314)  --> STEP: 20 | > loss_disc: 2.0941262245178223 (2.4738033294677733) | > loss_disc_real_0: 0.08274999260902405 (0.2108583517372608) | > loss_disc_real_1: 0.2328793853521347 (0.2557233490049839) | > loss_disc_real_2: 0.1966894268989563 (0.26366669237613677) | > loss_disc_real_3: 0.18062995374202728 (0.2615887857973576) | > loss_disc_real_4: 0.18183951079845428 (0.21236632987856865) | > loss_disc_real_5: 0.19903789460659027 (0.22647934183478355) | > loss_0: 2.0941262245178223 (2.4738033294677733) | > loss_gen: 2.5441248416900635 (2.665252459049225) | > loss_kl: 2.6157445907592773 (2.9713394045829773) | > loss_feat: 6.945732593536377 (6.494767522811889) | > loss_mel: 16.639925003051758 (17.75171422958374) | > loss_duration: 2.2710578441619873 (2.348267936706543) | > loss_1: 31.016584396362305 (32.23134136199951)  --> STEP: 21 | > loss_disc: 2.4576549530029297 (2.4730343591599238) | > loss_disc_real_0: 0.13113129138946533 (0.20706182505403245) | > loss_disc_real_1: 0.198194682598114 (0.25298388869989485) | > loss_disc_real_2: 0.24382425844669342 (0.2627218145699728) | > loss_disc_real_3: 0.3423624038696289 (0.26543514856270384) | > loss_disc_real_4: 0.22667324542999268 (0.2130476115714936) | > loss_disc_real_5: 0.23970675468444824 (0.22710921863714853) | > loss_0: 2.4576549530029297 (2.4730343591599238) | > loss_gen: 2.333109140396118 (2.649436110541934) | > loss_kl: 2.2519888877868652 (2.9370846180688766) | > loss_feat: 5.350174427032471 (6.4402630896795365) | > loss_mel: 16.34725570678711 (17.68483525230771) | > loss_duration: 2.192945957183838 (2.3408716519673667) | > loss_1: 28.475473403930664 (32.052490506853374)  --> STEP: 22 | > loss_disc: 2.6037559509277344 (2.478976249694824) | > loss_disc_real_0: 0.1847861260175705 (0.20604929327964783) | > loss_disc_real_1: 0.4124385416507721 (0.26023182747038925) | > loss_disc_real_2: 0.20347046852111816 (0.26002857156775216) | > loss_disc_real_3: 0.2513740360736847 (0.26479600708593026) | > loss_disc_real_4: 0.1653447300195694 (0.21087929877367886) | > loss_disc_real_5: 0.2134525626897812 (0.22648846154863184) | > loss_0: 2.6037559509277344 (2.478976249694824) | > loss_gen: 2.622722625732422 (2.6482218612324107) | > loss_kl: 2.4893767833709717 (2.9167342619462446) | > loss_feat: 9.550477981567383 (6.581636493856257) | > loss_mel: 18.566688537597656 (17.724919492548164) | > loss_duration: 2.220766067504883 (2.335412307219072) | > loss_1: 35.450035095214844 (32.206924351778895)  --> STEP: 23 | > loss_disc: 2.557180404663086 (2.482376430345618) | > loss_disc_real_0: 0.22898098826408386 (0.20704632349636243) | > loss_disc_real_1: 0.24348512291908264 (0.25950370988120197) | > loss_disc_real_2: 0.28957614302635193 (0.2613132485876913) | > loss_disc_real_3: 0.2860092520713806 (0.26571832208529766) | > loss_disc_real_4: 0.227778822183609 (0.21161406066106714) | > loss_disc_real_5: 0.30200743675231934 (0.22977189525313998) | > loss_0: 2.557180404663086 (2.482376430345618) | > loss_gen: 2.696197509765625 (2.6503077589947246) | > loss_kl: 2.370572805404663 (2.892988111661828) | > loss_feat: 6.680877208709717 (6.585951307545537) | > loss_mel: 18.355445861816406 (17.752333682516348) | > loss_duration: 2.2658438682556152 (2.3323875924815303) | > loss_1: 32.368934631347656 (32.21396827697754)  --> STEP: 24 | > loss_disc: 2.716874122619629 (2.492147167523702) | > loss_disc_real_0: 0.2539733052253723 (0.20900161440173784) | > loss_disc_real_1: 0.2213812917470932 (0.25791527579228074) | > loss_disc_real_2: 0.3202657103538513 (0.2637696011612813) | > loss_disc_real_3: 0.3739880621433258 (0.2702295612543822) | > loss_disc_real_4: 0.2026481330394745 (0.21124048034350076) | > loss_disc_real_5: 0.27495086193084717 (0.23165435219804445) | > loss_0: 2.716874122619629 (2.492147167523702) | > loss_gen: 2.5016796588897705 (2.644114921490351) | > loss_kl: 2.5026721954345703 (2.8767249484856925) | > loss_feat: 5.430715084075928 (6.5378164649009705) | > loss_mel: 18.07048225402832 (17.765589872996014) | > loss_duration: 2.4347658157348633 (2.3366533517837524) | > loss_1: 30.94031524658203 (32.16089940071106)  --> STEP: 25 | > loss_disc: 2.5224390029907227 (2.493358840942383) | > loss_disc_real_0: 0.12472480535507202 (0.20563054203987122) | > loss_disc_real_1: 0.286023885011673 (0.25903962016105647) | > loss_disc_real_2: 0.30513736605644226 (0.2654243117570877) | > loss_disc_real_3: 0.22403234243392944 (0.2683816725015641) | > loss_disc_real_4: 0.2250930666923523 (0.21179458379745483) | > loss_disc_real_5: 0.2598477602005005 (0.2327820885181427) | > loss_0: 2.5224390029907227 (2.493358840942383) | > loss_gen: 2.60164737701416 (2.6424162197113037) | > loss_kl: 2.7250380516052246 (2.8706574726104734) | > loss_feat: 7.536840438842773 (6.577777423858643) | > loss_mel: 16.7629337310791 (17.725483627319335) | > loss_duration: 2.393928050994873 (2.338944339752197) | > loss_1: 32.020389556884766 (32.15527900695801)  --> STEP: 26 | > loss_disc: 3.08542799949646 (2.516130731656001) | > loss_disc_real_0: 0.2994932234287262 (0.2092406451702118) | > loss_disc_real_1: 0.5788755416870117 (0.27134100175820863) | > loss_disc_real_2: 0.28450846672058105 (0.2661583177172221) | > loss_disc_real_3: 0.2579543888568878 (0.267980623130615) | > loss_disc_real_4: 0.2494569569826126 (0.2132431366122686) | > loss_disc_real_5: 0.35660555958747864 (0.23754452971311715) | > loss_0: 3.08542799949646 (2.516130731656001) | > loss_gen: 2.404520034790039 (2.6332663664451013) | > loss_kl: 2.8709933757781982 (2.8706703919630785) | > loss_feat: 4.164849758148193 (6.4849725136390095) | > loss_mel: 8.589954376220703 (17.374117117661697) | > loss_duration: 2.2835946083068848 (2.3368155039273777) | > loss_1: 20.31391143798828 (31.69984179276687) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023615910456730766 (-0.00012990144582895186) | > avg_loss_disc: 2.516130731656001 (+0.0912075959719143) | > avg_loss_disc_real_0: 0.2092406451702118 (+0.058839910592024064) | > avg_loss_disc_real_1: 0.27134100175820863 (+0.09574581940586749) | > avg_loss_disc_real_2: 0.2661583177172221 (+0.032962988202388493) | > avg_loss_disc_real_3: 0.267980623130615 (+0.023395969890631224) | > avg_loss_disc_real_4: 0.2132431366122686 (-0.04938115752660313) | > avg_loss_disc_real_5: 0.23754452971311715 (-0.01854320157032749) | > avg_loss_0: 2.516130731656001 (+0.0912075959719143) | > avg_loss_gen: 2.6332663664451013 (+0.24340745118948126) | > avg_loss_kl: 2.8706703919630785 (-0.09525094582484295) | > avg_loss_feat: 6.4849725136390095 (+0.0014673379751348747) | > avg_loss_mel: 17.374117117661697 (+0.12838000517625048) | > avg_loss_duration: 2.3368155039273777 (-0.001179520900433495) | > avg_loss_1: 31.69984179276687 (+0.2768242909358136)  > EPOCH: 689/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:38:34)   --> TIME: 2024-06-11 21:38:37 -- STEP: 4/330 -- GLOBAL_STEP: 315375 | > loss_disc: 2.3514294624328613 (2.2910465002059937) | > loss_disc_real_0: 0.11900322139263153 (0.09356521256268024) | > loss_disc_real_1: 0.1767621636390686 (0.18977446109056473) | > loss_disc_real_2: 0.21643130481243134 (0.20888155326247215) | > loss_disc_real_3: 0.22791770100593567 (0.22272685542702675) | > loss_disc_real_4: 0.23078566789627075 (0.20250199735164642) | > loss_disc_real_5: 0.2510986626148224 (0.22776570171117783) | > loss_0: 2.3514294624328613 (2.2910465002059937) | > grad_norm_0: tensor(5.4909, device='cuda:0') (tensor(5.1046, device='cuda:0')) | > loss_gen: 2.5502257347106934 (2.4594708681106567) | > loss_kl: 1.7180815935134888 (1.8457308411598206) | > loss_feat: 6.289526462554932 (6.931135535240173) | > loss_mel: 18.19422149658203 (18.195378303527832) | > loss_duration: 2.1149067878723145 (2.154216766357422) | > loss_1: 30.866962432861328 (31.585931301116943) | > grad_norm_1: tensor(85.2247, device='cuda:0') (tensor(73.9689, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3563 (0.38809990882873535) | > loader_time: 0.0028 (0.0034116506576538086)  --> TIME: 2024-06-11 21:38:46 -- STEP: 29/330 -- GLOBAL_STEP: 315400 | > loss_disc: 2.4326491355895996 (2.3523499472387908) | > loss_disc_real_0: 0.10114441812038422 (0.10933530150816359) | > loss_disc_real_1: 0.18420837819576263 (0.19783353600008735) | > loss_disc_real_2: 0.2093941569328308 (0.2067454631986289) | > loss_disc_real_3: 0.22157175838947296 (0.22718749015495696) | > loss_disc_real_4: 0.21766631305217743 (0.22652676855695658) | > loss_disc_real_5: 0.22807997465133667 (0.2254582617817254) | > loss_0: 2.4326491355895996 (2.3523499472387908) | > grad_norm_0: tensor(6.1896, device='cuda:0') (tensor(8.7490, device='cuda:0')) | > loss_gen: 2.41792631149292 (2.4624195509943463) | > loss_kl: 1.9623351097106934 (1.8879205522866085) | > loss_feat: 7.0137715339660645 (6.967860287633435) | > loss_mel: 17.78719711303711 (17.63818319912615) | > loss_duration: 1.9984145164489746 (2.0269853452156337) | > loss_1: 31.179645538330078 (30.983368643398943) | > grad_norm_1: tensor(123.2156, device='cuda:0') (tensor(85.5563, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3538 (0.3582757834730477) | > loader_time: 0.0034 (0.003297205629019902)  --> TIME: 2024-06-11 21:38:55 -- STEP: 54/330 -- GLOBAL_STEP: 315425 | > loss_disc: 2.2943286895751953 (2.3530277940962048) | > loss_disc_real_0: 0.08170391619205475 (0.10904705207105037) | > loss_disc_real_1: 0.18125499784946442 (0.19850759373770824) | > loss_disc_real_2: 0.17606931924819946 (0.20766964113270794) | > loss_disc_real_3: 0.2326655387878418 (0.22844472858640882) | > loss_disc_real_4: 0.236624076962471 (0.2292905408475134) | > loss_disc_real_5: 0.217477947473526 (0.2236470541468373) | > loss_0: 2.2943286895751953 (2.3530277940962048) | > grad_norm_0: tensor(22.1846, device='cuda:0') (tensor(11.9422, device='cuda:0')) | > loss_gen: 2.616741180419922 (2.47613967789544) | > loss_kl: 1.8982208967208862 (1.9140834962880169) | > loss_feat: 8.121176719665527 (7.005093133008039) | > loss_mel: 18.54607582092285 (17.563185197335706) | > loss_duration: 1.9819183349609375 (2.0048368286203466) | > loss_1: 33.16413116455078 (30.963338216145832) | > grad_norm_1: tensor(263.5961, device='cuda:0') (tensor(137.4532, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3566 (0.3589819139904446) | > loader_time: 0.0035 (0.0033933498241283276)  --> TIME: 2024-06-11 21:39:04 -- STEP: 79/330 -- GLOBAL_STEP: 315450 | > loss_disc: 2.4304428100585938 (2.3569072801855544) | > loss_disc_real_0: 0.14150002598762512 (0.11108504603557949) | > loss_disc_real_1: 0.2395508736371994 (0.1967706287963481) | > loss_disc_real_2: 0.18648077547550201 (0.20819405192815804) | > loss_disc_real_3: 0.2157025784254074 (0.22890310687354848) | > loss_disc_real_4: 0.22907069325447083 (0.22997366212591341) | > loss_disc_real_5: 0.19338612258434296 (0.22521039032483403) | > loss_0: 2.4304428100585938 (2.3569072801855544) | > grad_norm_0: tensor(22.2455, device='cuda:0') (tensor(13.8558, device='cuda:0')) | > loss_gen: 2.3888304233551025 (2.4785428318796283) | > loss_kl: 1.8673311471939087 (1.9356078392342677) | > loss_feat: 7.054540634155273 (6.99453193930131) | > loss_mel: 17.54488754272461 (17.497954030580164) | > loss_duration: 1.947068452835083 (1.9968358323543893) | > loss_1: 30.802658081054688 (30.90347234508659) | > grad_norm_1: tensor(182.3421, device='cuda:0') (tensor(167.6510, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3791 (0.3604610147355478) | > loader_time: 0.0036 (0.0034807271595242656)  --> TIME: 2024-06-11 21:39:14 -- STEP: 104/330 -- GLOBAL_STEP: 315475 | > loss_disc: 2.3329927921295166 (2.350867645098613) | > loss_disc_real_0: 0.12610018253326416 (0.11123255926829118) | > loss_disc_real_1: 0.1944587677717209 (0.19716093416970512) | > loss_disc_real_2: 0.21518801152706146 (0.20779607975139067) | > loss_disc_real_3: 0.23924411833286285 (0.2289337275119928) | > loss_disc_real_4: 0.24145933985710144 (0.23075586700668702) | > loss_disc_real_5: 0.2583351731300354 (0.22425965090783742) | > loss_0: 2.3329927921295166 (2.350867645098613) | > grad_norm_0: tensor(12.6737, device='cuda:0') (tensor(14.1816, device='cuda:0')) | > loss_gen: 2.55705189704895 (2.4830655363889846) | > loss_kl: 2.042140245437622 (1.9541206176464374) | > loss_feat: 7.082675933837891 (6.992545820199526) | > loss_mel: 17.43093490600586 (17.493012529153102) | > loss_duration: 2.0198235511779785 (1.9987522581448927) | > loss_1: 31.132627487182617 (30.921496611375076) | > grad_norm_1: tensor(61.0634, device='cuda:0') (tensor(173.3136, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.4104 (0.3618204639508174) | > loader_time: 0.004 (0.00360294718008775)  --> TIME: 2024-06-11 21:39:24 -- STEP: 129/330 -- GLOBAL_STEP: 315500 | > loss_disc: 2.3911263942718506 (2.3574889648792356) | > loss_disc_real_0: 0.11454301327466965 (0.11232827026252598) | > loss_disc_real_1: 0.2115555852651596 (0.1973479786353518) | > loss_disc_real_2: 0.2200496792793274 (0.209540286845015) | > loss_disc_real_3: 0.23014944791793823 (0.22895071903864542) | > loss_disc_real_4: 0.24935759603977203 (0.23053924092488695) | > loss_disc_real_5: 0.24164555966854095 (0.22349482278029123) | > loss_0: 2.3911263942718506 (2.3574889648792356) | > grad_norm_0: tensor(7.6185, device='cuda:0') (tensor(13.4361, device='cuda:0')) | > loss_gen: 2.4817686080932617 (2.475635452788006) | > loss_kl: 2.0698745250701904 (1.9617799446564312) | > loss_feat: 6.297907829284668 (7.0043301508408184) | > loss_mel: 16.763273239135742 (17.493513366048656) | > loss_duration: 1.990004062652588 (2.0013090741726782) | > loss_1: 29.602827072143555 (30.936567838801896) | > grad_norm_1: tensor(58.2307, device='cuda:0') (tensor(164.8331, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3824 (0.36930200111034306) | > loader_time: 0.0041 (0.0037853958070740218) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_315500.pth  --> TIME: 2024-06-11 21:39:39 -- STEP: 154/330 -- GLOBAL_STEP: 315525 | > loss_disc: 2.348992347717285 (2.357002764553219) | > loss_disc_real_0: 0.08434472233057022 (0.11348217846704768) | > loss_disc_real_1: 0.2086952179670334 (0.19684842519171827) | > loss_disc_real_2: 0.22290563583374023 (0.20945435123784212) | > loss_disc_real_3: 0.26164814829826355 (0.22883370528360467) | > loss_disc_real_4: 0.23175044357776642 (0.23146270409032896) | > loss_disc_real_5: 0.2185094952583313 (0.22394720881016222) | > loss_0: 2.348992347717285 (2.357002764553219) | > grad_norm_0: tensor(10.6549, device='cuda:0') (tensor(12.9335, device='cuda:0')) | > loss_gen: 2.427016258239746 (2.4751054265282377) | > loss_kl: 1.9397472143173218 (1.9690281276579027) | > loss_feat: 7.449010848999023 (7.008804377023276) | > loss_mel: 17.5375919342041 (17.480640937755638) | > loss_duration: 1.9962282180786133 (2.0039378721992698) | > loss_1: 31.349594116210938 (30.937516621180944) | > grad_norm_1: tensor(142.6763, device='cuda:0') (tensor(157.6616, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3792 (0.3750120076266203) | > loader_time: 0.005 (0.003977801892664525)  --> TIME: 2024-06-11 21:39:49 -- STEP: 179/330 -- GLOBAL_STEP: 315550 | > loss_disc: 2.4158666133880615 (2.360649039625455) | > loss_disc_real_0: 0.1630195677280426 (0.11490682354352993) | > loss_disc_real_1: 0.17668023705482483 (0.19646274285942486) | > loss_disc_real_2: 0.18578152358531952 (0.2098295616204513) | > loss_disc_real_3: 0.21359936892986298 (0.22939109311090503) | > loss_disc_real_4: 0.22881604731082916 (0.23107408611468097) | > loss_disc_real_5: 0.1907384991645813 (0.22368233871526558) | > loss_0: 2.4158666133880615 (2.360649039625455) | > grad_norm_0: tensor(14.6232, device='cuda:0') (tensor(12.9814, device='cuda:0')) | > loss_gen: 2.293123960494995 (2.472909026971743) | > loss_kl: 2.089759588241577 (1.9778744734865328) | > loss_feat: 6.805190086364746 (7.00407417126874) | > loss_mel: 17.38561248779297 (17.473848571990462) | > loss_duration: 2.0744080543518066 (2.010879802304274) | > loss_1: 30.648094177246094 (30.939585914824928) | > grad_norm_1: tensor(34.4816, device='cuda:0') (tensor(155.9185, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.4101 (0.37706372458175574) | > loader_time: 0.0047 (0.004056203298728558)  --> TIME: 2024-06-11 21:39:59 -- STEP: 204/330 -- GLOBAL_STEP: 315575 | > loss_disc: 2.3307032585144043 (2.362274802198597) | > loss_disc_real_0: 0.08184566348791122 (0.11575002522737372) | > loss_disc_real_1: 0.19950950145721436 (0.19745930569136846) | > loss_disc_real_2: 0.21373943984508514 (0.2098241716477217) | > loss_disc_real_3: 0.2260250300168991 (0.22919199133620544) | > loss_disc_real_4: 0.224233940243721 (0.2309620019559767) | > loss_disc_real_5: 0.24916225671768188 (0.22354153229617604) | > loss_0: 2.3307032585144043 (2.362274802198597) | > grad_norm_0: tensor(29.7782, device='cuda:0') (tensor(14.9417, device='cuda:0')) | > loss_gen: 2.535505771636963 (2.4760880201470625) | > loss_kl: 2.2872560024261475 (1.9853592094253092) | > loss_feat: 7.823165416717529 (7.0231542984644575) | > loss_mel: 17.63200569152832 (17.44926125395532) | > loss_duration: 2.0164694786071777 (2.0185230976226274) | > loss_1: 32.294403076171875 (30.952385799557554) | > grad_norm_1: tensor(382.2284, device='cuda:0') (tensor(175.7013, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.399 (0.3786227913463817) | > loader_time: 0.0045 (0.0041326599962571075)  --> TIME: 2024-06-11 21:40:09 -- STEP: 229/330 -- GLOBAL_STEP: 315600 | > loss_disc: 2.5054564476013184 (2.366009155215134) | > loss_disc_real_0: 0.12106733024120331 (0.11643944906811006) | > loss_disc_real_1: 0.20547905564308167 (0.19772602793431182) | > loss_disc_real_2: 0.20138618350028992 (0.21011020269196112) | > loss_disc_real_3: 0.22581584751605988 (0.22946391023662935) | > loss_disc_real_4: 0.2543689012527466 (0.23159688737194611) | > loss_disc_real_5: 0.2589716613292694 (0.22370066965511273) | > loss_0: 2.5054564476013184 (2.366009155215134) | > grad_norm_0: tensor(37.5465, device='cuda:0') (tensor(17.5515, device='cuda:0')) | > loss_gen: 2.3064680099487305 (2.481755801163386) | > loss_kl: 2.195276975631714 (1.9877079850201003) | > loss_feat: 6.690526485443115 (7.0151798235797465) | > loss_mel: 17.46381950378418 (17.401659919705462) | > loss_duration: 2.1289124488830566 (2.0269869128689484) | > loss_1: 30.785001754760742 (30.913290406939243) | > grad_norm_1: tensor(235.7340, device='cuda:0') (tensor(197.6654, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.3995 (0.3810761859843825) | > loader_time: 0.0055 (0.004230093227203236)  --> TIME: 2024-06-11 21:40:20 -- STEP: 254/330 -- GLOBAL_STEP: 315625 | > loss_disc: 2.451233386993408 (2.366150608212929) | > loss_disc_real_0: 0.09900984168052673 (0.1164345218998006) | > loss_disc_real_1: 0.2066512107849121 (0.19802825035542018) | > loss_disc_real_2: 0.2636567950248718 (0.21017822306456535) | > loss_disc_real_3: 0.26065653562545776 (0.22979246854312776) | > loss_disc_real_4: 0.2642914354801178 (0.2313586993245628) | > loss_disc_real_5: 0.29633551836013794 (0.2234174430252999) | > loss_0: 2.451233386993408 (2.366150608212929) | > grad_norm_0: tensor(37.8453, device='cuda:0') (tensor(19.2430, device='cuda:0')) | > loss_gen: 2.532968282699585 (2.4854726340827042) | > loss_kl: 1.9747791290283203 (1.9903040105902303) | > loss_feat: 7.680731773376465 (7.036353854682502) | > loss_mel: 17.36606216430664 (17.362678129841974) | > loss_duration: 2.0694282054901123 (2.0343850461516775) | > loss_1: 31.62396812438965 (30.909193669717144) | > grad_norm_1: tensor(445.4636, device='cuda:0') (tensor(220.6458, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.4281 (0.38489105851631467) | > loader_time: 0.0061 (0.004374441199415312)  --> TIME: 2024-06-11 21:40:31 -- STEP: 279/330 -- GLOBAL_STEP: 315650 | > loss_disc: 2.3200855255126953 (2.365596658440047) | > loss_disc_real_0: 0.14489015936851501 (0.11698837969518905) | > loss_disc_real_1: 0.19571712613105774 (0.1978264775754731) | > loss_disc_real_2: 0.2241966724395752 (0.21053521628875466) | > loss_disc_real_3: 0.24789220094680786 (0.2296219971231235) | > loss_disc_real_4: 0.22852586209774017 (0.23108252204660873) | > loss_disc_real_5: 0.21240101754665375 (0.2233274283695392) | > loss_0: 2.3200855255126953 (2.365596658440047) | > grad_norm_0: tensor(13.3795, device='cuda:0') (tensor(20.2624, device='cuda:0')) | > loss_gen: 2.7366180419921875 (2.48476739339931) | > loss_kl: 2.000688076019287 (1.9960951095840838) | > loss_feat: 7.230201721191406 (7.039185823078224) | > loss_mel: 15.366782188415527 (17.314900001744647) | > loss_duration: 2.1437668800354004 (2.0440940485205688) | > loss_1: 29.478055953979492 (30.879042382735932) | > grad_norm_1: tensor(318.0007, device='cuda:0') (tensor(235.5028, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.4604 (0.38981231224579616) | > loader_time: 0.0068 (0.004540196456362271)  --> TIME: 2024-06-11 21:40:44 -- STEP: 304/330 -- GLOBAL_STEP: 315675 | > loss_disc: 2.385967493057251 (2.3712527046078136) | > loss_disc_real_0: 0.15655046701431274 (0.11935248509000398) | > loss_disc_real_1: 0.20343439280986786 (0.19850845262408257) | > loss_disc_real_2: 0.2053704857826233 (0.21096146704727106) | > loss_disc_real_3: 0.22690841555595398 (0.23009453527629375) | > loss_disc_real_4: 0.20982035994529724 (0.23120930482094226) | > loss_disc_real_5: 0.22449268400669098 (0.22347458991173066) | > loss_0: 2.385967493057251 (2.3712527046078136) | > grad_norm_0: tensor(62.7250, device='cuda:0') (tensor(22.7402, device='cuda:0')) | > loss_gen: 2.4613256454467773 (2.481895085228116) | > loss_kl: 2.17497181892395 (2.0009181224986126) | > loss_feat: 8.627949714660645 (7.042561425974495) | > loss_mel: 17.514793395996094 (17.27884161786029) | > loss_duration: 2.20809006690979 (2.055119919541633) | > loss_1: 32.98713302612305 (30.859336175416644) | > grad_norm_1: tensor(667.0081, device='cuda:0') (tensor(254.3208, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 0.4697 (0.3965942655739032) | > loader_time: 0.0068 (0.004714707794942355)  --> TIME: 2024-06-11 21:41:13 -- STEP: 329/330 -- GLOBAL_STEP: 315700 | > loss_disc: 2.878509998321533 (2.3796589164386046) | > loss_disc_real_0: 0.23451237380504608 (0.12194810066043787) | > loss_disc_real_1: 0.20578360557556152 (0.19935555783267445) | > loss_disc_real_2: 0.2095196396112442 (0.21109420686144967) | > loss_disc_real_3: 0.24327655136585236 (0.23000641072050054) | > loss_disc_real_4: 0.29467901587486267 (0.23143042750815127) | > loss_disc_real_5: 0.27818307280540466 (0.22375415800009094) | > loss_0: 2.878509998321533 (2.3796589164386046) | > grad_norm_0: tensor(15.8304, device='cuda:0') (tensor(23.8232, device='cuda:0')) | > loss_gen: 2.73471736907959 (2.478334865309183) | > loss_kl: 2.2505300045013428 (2.009792485498006) | > loss_feat: 10.36786937713623 (7.127613627077236) | > loss_mel: 17.62441635131836 (17.24154203061274) | > loss_duration: 2.3067102432250977 (2.0696960194857277) | > loss_1: 35.284244537353516 (30.92697899537246) | > grad_norm_1: tensor(84.0434, device='cuda:0') (tensor(261.1578, device='cuda:0')) | > current_lr_0: 0.00018349492001820043 | > current_lr_1: 0.00018349492001820043 | > step_time: 13.3452 (0.44908673785015457) | > loader_time: 0.0341 (0.010471889675569387)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.594005584716797 (2.594005584716797) | > loss_disc_real_0: 0.276399165391922 (0.276399165391922) | > loss_disc_real_1: 0.2717515230178833 (0.2717515230178833) | > loss_disc_real_2: 0.39786505699157715 (0.39786505699157715) | > loss_disc_real_3: 0.2524655759334564 (0.2524655759334564) | > loss_disc_real_4: 0.21204090118408203 (0.21204090118408203) | > loss_disc_real_5: 0.19205757975578308 (0.19205757975578308) | > loss_0: 2.594005584716797 (2.594005584716797) | > loss_gen: 2.7392420768737793 (2.7392420768737793) | > loss_kl: 2.8975887298583984 (2.8975887298583984) | > loss_feat: 6.730260372161865 (6.730260372161865) | > loss_mel: 16.652456283569336 (16.652456283569336) | > loss_duration: 2.98561692237854 (2.98561692237854) | > loss_1: 32.005165100097656 (32.005165100097656)  --> STEP: 1 | > loss_disc: 2.151517391204834 (2.151517391204834) | > loss_disc_real_0: 0.11332151293754578 (0.11332151293754578) | > loss_disc_real_1: 0.22061829268932343 (0.22061829268932343) | > loss_disc_real_2: 0.2007768601179123 (0.2007768601179123) | > loss_disc_real_3: 0.21216577291488647 (0.21216577291488647) | > loss_disc_real_4: 0.19278447329998016 (0.19278447329998016) | > loss_disc_real_5: 0.21201550960540771 (0.21201550960540771) | > loss_0: 2.151517391204834 (2.151517391204834) | > loss_gen: 2.5227293968200684 (2.5227293968200684) | > loss_kl: 2.6963846683502197 (2.6963846683502197) | > loss_feat: 7.1183695793151855 (7.1183695793151855) | > loss_mel: 17.83695411682129 (17.83695411682129) | > loss_duration: 2.4620800018310547 (2.4620800018310547) | > loss_1: 32.63652038574219 (32.63652038574219)  --> STEP: 2 | > loss_disc: 2.309814214706421 (2.2306658029556274) | > loss_disc_real_0: 0.12458232045173645 (0.11895191669464111) | > loss_disc_real_1: 0.30503660440444946 (0.26282744854688644) | > loss_disc_real_2: 0.2515605092048645 (0.2261686846613884) | > loss_disc_real_3: 0.2788054645061493 (0.24548561871051788) | > loss_disc_real_4: 0.2371947467327118 (0.21498961001634598) | > loss_disc_real_5: 0.20696526765823364 (0.20949038863182068) | > loss_0: 2.309814214706421 (2.2306658029556274) | > loss_gen: 2.885443925857544 (2.704086661338806) | > loss_kl: 3.0854790210723877 (2.8909318447113037) | > loss_feat: 7.179747581481934 (7.14905858039856) | > loss_mel: 19.305498123168945 (18.571226119995117) | > loss_duration: 2.535592794418335 (2.498836398124695) | > loss_1: 34.99176025390625 (33.81414031982422)  --> STEP: 3 | > loss_disc: 2.5493862628936768 (2.3369059562683105) | > loss_disc_real_0: 0.15939642488956451 (0.13243341942628226) | > loss_disc_real_1: 0.27959421277046204 (0.268416369954745) | > loss_disc_real_2: 0.22052279114723206 (0.22428672015666962) | > loss_disc_real_3: 0.2717262804508209 (0.2542325059572856) | > loss_disc_real_4: 0.31277793645858765 (0.24758571883042654) | > loss_disc_real_5: 0.25402724742889404 (0.22433600823084512) | > loss_0: 2.5493862628936768 (2.3369059562683105) | > loss_gen: 2.4682817459106445 (2.6254850228627524) | > loss_kl: 2.6669318675994873 (2.8162651856740317) | > loss_feat: 5.999621868133545 (6.765913009643555) | > loss_mel: 16.544742584228516 (17.895731608072918) | > loss_duration: 2.365659236907959 (2.4544440110524497) | > loss_1: 30.045236587524414 (32.55783907572428)  --> STEP: 4 | > loss_disc: 2.533353328704834 (2.3860177993774414) | > loss_disc_real_0: 0.16715456545352936 (0.14111370593309402) | > loss_disc_real_1: 0.22637303173542023 (0.2579055353999138) | > loss_disc_real_2: 0.2456972897052765 (0.22963936254382133) | > loss_disc_real_3: 0.2651689052581787 (0.25696660578250885) | > loss_disc_real_4: 0.2323569655418396 (0.2437785305082798) | > loss_disc_real_5: 0.23364561796188354 (0.22666341066360474) | > loss_0: 2.533353328704834 (2.3860177993774414) | > loss_gen: 2.7096972465515137 (2.6465380787849426) | > loss_kl: 3.8691465854644775 (3.079485535621643) | > loss_feat: 8.386100769042969 (7.170959949493408) | > loss_mel: 18.05687713623047 (17.936017990112305) | > loss_duration: 2.401437282562256 (2.441192328929901) | > loss_1: 35.423255920410156 (33.27419328689575)  --> STEP: 5 | > loss_disc: 2.570413827896118 (2.4228970050811767) | > loss_disc_real_0: 0.2131763994693756 (0.15552624464035034) | > loss_disc_real_1: 0.38742876052856445 (0.28381018042564393) | > loss_disc_real_2: 0.2561032772064209 (0.23493214547634125) | > loss_disc_real_3: 0.3229416012763977 (0.2701616048812866) | > loss_disc_real_4: 0.28503498435020447 (0.25202982127666473) | > loss_disc_real_5: 0.2851521074771881 (0.2383611500263214) | > loss_0: 2.570413827896118 (2.4228970050811767) | > loss_gen: 2.842155933380127 (2.6856616497039796) | > loss_kl: 3.6161348819732666 (3.1868154048919677) | > loss_feat: 4.596925735473633 (6.6561531066894535) | > loss_mel: 17.333370208740234 (17.815488433837892) | > loss_duration: 2.476865291595459 (2.448326921463013) | > loss_1: 30.86545181274414 (32.79244499206543)  --> STEP: 6 | > loss_disc: 2.5425772666931152 (2.442843715349833) | > loss_disc_real_0: 0.16763508319854736 (0.15754438440004984) | > loss_disc_real_1: 0.23839087784290314 (0.2762402966618538) | > loss_disc_real_2: 0.24429427087306976 (0.23649249970912933) | > loss_disc_real_3: 0.300121545791626 (0.2751549283663432) | > loss_disc_real_4: 0.25606003403663635 (0.2527015234033267) | > loss_disc_real_5: 0.27327603101730347 (0.24418029685815176) | > loss_0: 2.5425772666931152 (2.442843715349833) | > loss_gen: 2.6229567527770996 (2.6752108335494995) | > loss_kl: 2.7503163814544678 (3.1140655676523843) | > loss_feat: 5.99398136138916 (6.545791149139404) | > loss_mel: 17.75777244567871 (17.805869102478027) | > loss_duration: 2.2333898544311523 (2.4125040769577026) | > loss_1: 31.358417510986328 (32.55344041188558)  --> STEP: 7 | > loss_disc: 2.2765884399414062 (2.419092961720058) | > loss_disc_real_0: 0.07266391813755035 (0.14541860350540706) | > loss_disc_real_1: 0.22830593585968018 (0.2693925308329718) | > loss_disc_real_2: 0.24144814908504486 (0.2372004496199744) | > loss_disc_real_3: 0.2559555768966675 (0.27241216387067524) | > loss_disc_real_4: 0.24469046294689178 (0.25155708619526457) | > loss_disc_real_5: 0.2121204137802124 (0.23960031356130326) | > loss_0: 2.2765884399414062 (2.419092961720058) | > loss_gen: 2.6443581581115723 (2.6708033084869385) | > loss_kl: 4.20954704284668 (3.2705629212515697) | > loss_feat: 7.483292579650879 (6.679719924926758) | > loss_mel: 19.58408546447754 (18.0599000113351) | > loss_duration: 2.5342416763305664 (2.4298951625823975) | > loss_1: 36.45552444458008 (33.11088098798479)  --> STEP: 8 | > loss_disc: 2.4941396713256836 (2.428473800420761) | > loss_disc_real_0: 0.2601597011089325 (0.15976124070584774) | > loss_disc_real_1: 0.149428591132164 (0.25439703837037086) | > loss_disc_real_2: 0.2019471824169159 (0.2327937912195921) | > loss_disc_real_3: 0.31179627776145935 (0.27733517810702324) | > loss_disc_real_4: 0.24950207769870758 (0.2513002101331949) | > loss_disc_real_5: 0.295384019613266 (0.24657327681779861) | > loss_0: 2.4941396713256836 (2.428473800420761) | > loss_gen: 2.6871726512908936 (2.672849476337433) | > loss_kl: 2.9938771724700928 (3.235977202653885) | > loss_feat: 12.585155487060547 (7.4178993701934814) | > loss_mel: 18.92820930480957 (18.16843867301941) | > loss_duration: 2.3210887908935547 (2.416294366121292) | > loss_1: 39.5155029296875 (33.91145873069763)  --> STEP: 9 | > loss_disc: 2.648669719696045 (2.4529400136735706) | > loss_disc_real_0: 0.5256988406181335 (0.20042097402943504) | > loss_disc_real_1: 0.159442737698555 (0.24384656051794687) | > loss_disc_real_2: 0.31788092851638794 (0.24224791758590275) | > loss_disc_real_3: 0.24695444107055664 (0.27395954065852696) | > loss_disc_real_4: 0.17595137655735016 (0.24292811751365662) | > loss_disc_real_5: 0.199308842420578 (0.24132167299588522) | > loss_0: 2.648669719696045 (2.4529400136735706) | > loss_gen: 2.8134379386901855 (2.6884704165988498) | > loss_kl: 2.466348886489868 (3.1504629453023276) | > loss_feat: 11.168868064880371 (7.834673669603136) | > loss_mel: 18.609333038330078 (18.217426935831707) | > loss_duration: 2.194004535675049 (2.3915954960717096) | > loss_1: 37.251991271972656 (34.28262901306152)  --> STEP: 10 | > loss_disc: 2.1246347427368164 (2.420109486579895) | > loss_disc_real_0: 0.1104264110326767 (0.1914215177297592) | > loss_disc_real_1: 0.2794322371482849 (0.24740512818098068) | > loss_disc_real_2: 0.28592851758003235 (0.2466159775853157) | > loss_disc_real_3: 0.21902894973754883 (0.26846648156642916) | > loss_disc_real_4: 0.21034325659275055 (0.239669631421566) | > loss_disc_real_5: 0.19198530912399292 (0.23638803660869598) | > loss_0: 2.1246347427368164 (2.420109486579895) | > loss_gen: 2.9019079208374023 (2.709814167022705) | > loss_kl: 3.201375722885132 (3.1555542230606077) | > loss_feat: 6.074549674987793 (7.658661270141602) | > loss_mel: 18.54693031311035 (18.25037727355957) | > loss_duration: 2.397531509399414 (2.39218909740448) | > loss_1: 33.12229919433594 (34.166596031188966)  --> STEP: 11 | > loss_disc: 2.5514512062072754 (2.4320496429096568) | > loss_disc_real_0: 0.17911261320114136 (0.19030252640897577) | > loss_disc_real_1: 0.2793545424938202 (0.25030962039123883) | > loss_disc_real_2: 0.2976452112197876 (0.25125499882481317) | > loss_disc_real_3: 0.3128238022327423 (0.2724989652633667) | > loss_disc_real_4: 0.29118338227272034 (0.24435269968076187) | > loss_disc_real_5: 0.24566493928432465 (0.2372313913973895) | > loss_0: 2.5514512062072754 (2.4320496429096568) | > loss_gen: 2.640836000442505 (2.7035434246063232) | > loss_kl: 3.220677375793457 (3.161474509672685) | > loss_feat: 6.715311527252197 (7.572902202606201) | > loss_mel: 16.277484893798828 (18.071023420854047) | > loss_duration: 2.495987892150879 (2.4016253514723345) | > loss_1: 31.350299835205078 (33.910569104281336)  --> STEP: 12 | > loss_disc: 2.3513317108154297 (2.4253231485684714) | > loss_disc_real_0: 0.09016819298267365 (0.1819579986234506) | > loss_disc_real_1: 0.21937867999076843 (0.24773204202453294) | > loss_disc_real_2: 0.2495402693748474 (0.25111210470398265) | > loss_disc_real_3: 0.2813337445259094 (0.2732351968685786) | > loss_disc_real_4: 0.27447906136512756 (0.24686322982112566) | > loss_disc_real_5: 0.30070653557777405 (0.24252098674575487) | > loss_0: 2.3513317108154297 (2.4253231485684714) | > loss_gen: 2.6136364936828613 (2.6960511803627014) | > loss_kl: 3.316448450088501 (3.1743890047073364) | > loss_feat: 5.791499614715576 (7.424451986948649) | > loss_mel: 18.486003875732422 (18.105605125427246) | > loss_duration: 2.2689695358276367 (2.3905707001686096) | > loss_1: 32.476558685302734 (33.79106823603312)  --> STEP: 13 | > loss_disc: 2.5753135681152344 (2.4368608731489916) | > loss_disc_real_0: 0.15530993044376373 (0.17990814722501314) | > loss_disc_real_1: 0.3474757671356201 (0.25540463626384735) | > loss_disc_real_2: 0.2944713532924652 (0.2544474315184813) | > loss_disc_real_3: 0.33822205662727356 (0.2782341860807859) | > loss_disc_real_4: 0.2759879529476166 (0.24910359313854805) | > loss_disc_real_5: 0.23973651230335236 (0.2423067964040316) | > loss_0: 2.5753135681152344 (2.4368608731489916) | > loss_gen: 2.730499029159546 (2.6987010148855357) | > loss_kl: 3.1559460163116455 (3.172970313292283) | > loss_feat: 6.0371856689453125 (7.3177391932560845) | > loss_mel: 15.541781425476074 (17.908387917738693) | > loss_duration: 2.259248733520508 (2.380469010426448) | > loss_1: 29.724660873413086 (33.478267669677734)  --> STEP: 14 | > loss_disc: 2.542182683944702 (2.4443838596343994) | > loss_disc_real_0: 0.16430675983428955 (0.17879376241139003) | > loss_disc_real_1: 0.27772843837738037 (0.25699919355767115) | > loss_disc_real_2: 0.28354528546333313 (0.25652584965739933) | > loss_disc_real_3: 0.2461826205253601 (0.2759447885411126) | > loss_disc_real_4: 0.3036663234233856 (0.25300093101603643) | > loss_disc_real_5: 0.306459903717041 (0.24688916121210372) | > loss_0: 2.542182683944702 (2.4443838596343994) | > loss_gen: 2.710143804550171 (2.6995183570044383) | > loss_kl: 3.819148540496826 (3.219125900949751) | > loss_feat: 6.147797107696533 (7.234171901430402) | > loss_mel: 17.544620513916016 (17.88240453175136) | > loss_duration: 2.4268417358398438 (2.3837813479559764) | > loss_1: 32.64855194091797 (33.41900226048061)  --> STEP: 15 | > loss_disc: 2.4523425102233887 (2.444914436340332) | > loss_disc_real_0: 0.19912835955619812 (0.1801494022210439) | > loss_disc_real_1: 0.2579677402973175 (0.2570637633403142) | > loss_disc_real_2: 0.25410518050193787 (0.25636447171370186) | > loss_disc_real_3: 0.28346025943756104 (0.2764458199342092) | > loss_disc_real_4: 0.23907457292079926 (0.25207250714302065) | > loss_disc_real_5: 0.22481414675712585 (0.24541749358177184) | > loss_0: 2.4523425102233887 (2.444914436340332) | > loss_gen: 2.721713066101074 (2.700998004277547) | > loss_kl: 4.001330852508545 (3.271272897720337) | > loss_feat: 7.70375394821167 (7.2654773712158205) | > loss_mel: 18.071870803833008 (17.895035616556804) | > loss_duration: 2.4053845405578613 (2.385221560796102) | > loss_1: 34.904052734375 (33.5180056254069)  --> STEP: 16 | > loss_disc: 2.6498775482177734 (2.457724630832672) | > loss_disc_real_0: 0.1718122959136963 (0.17962833307683468) | > loss_disc_real_1: 0.360945463180542 (0.26355636958032846) | > loss_disc_real_2: 0.2283487766981125 (0.25461349077522755) | > loss_disc_real_3: 0.31170743703842163 (0.27864967100322247) | > loss_disc_real_4: 0.2837437391281128 (0.2540519591420889) | > loss_disc_real_5: 0.22863233089447021 (0.2443684209138155) | > loss_0: 2.6498775482177734 (2.457724630832672) | > loss_gen: 2.651440143585205 (2.697900637984276) | > loss_kl: 2.986222505569458 (3.253457248210907) | > loss_feat: 8.546470642089844 (7.345539450645447) | > loss_mel: 16.855735778808594 (17.83007937669754) | > loss_duration: 2.349524736404419 (2.3829905092716217) | > loss_1: 33.3893928527832 (33.50996732711792)  --> STEP: 17 | > loss_disc: 2.6678578853607178 (2.4700854105107926) | > loss_disc_real_0: 0.21632933616638184 (0.18178721561151392) | > loss_disc_real_1: 0.38211846351623535 (0.2705306104000877) | > loss_disc_real_2: 0.29499170184135437 (0.2569886796614703) | > loss_disc_real_3: 0.32991597056388855 (0.28166533568326163) | > loss_disc_real_4: 0.3145720958709717 (0.2576119671849644) | > loss_disc_real_5: 0.3951384127140045 (0.2532372439608854) | > loss_0: 2.6678578853607178 (2.4700854105107926) | > loss_gen: 3.0134150981903076 (2.7164603121140423) | > loss_kl: 2.697504758834839 (3.22075416060055) | > loss_feat: 5.003672122955322 (7.207782549016616) | > loss_mel: 16.316556930541992 (17.741048644570743) | > loss_duration: 2.466123104095459 (2.387880661908318) | > loss_1: 29.497272491455078 (33.27392645443187)  --> STEP: 18 | > loss_disc: 2.126866102218628 (2.4510176711612277) | > loss_disc_real_0: 0.1138596385717392 (0.17801346133152643) | > loss_disc_real_1: 0.2156369537115097 (0.2674809628062778) | > loss_disc_real_2: 0.1821974217891693 (0.2528336097796758) | > loss_disc_real_3: 0.19798782467842102 (0.2770165850718816) | > loss_disc_real_4: 0.20526014268398285 (0.2547035324904654) | > loss_disc_real_5: 0.16508512198925018 (0.24833990385135016) | > loss_0: 2.126866102218628 (2.4510176711612277) | > loss_gen: 2.507646083831787 (2.7048595216539173) | > loss_kl: 2.93204927444458 (3.2047150002585516) | > loss_feat: 9.527640342712402 (7.336663537555271) | > loss_mel: 18.457889556884766 (17.7808731396993) | > loss_duration: 2.2831838130950928 (2.3820641703075833) | > loss_1: 35.70840835571289 (33.40917544894748)  --> STEP: 19 | > loss_disc: 2.448270797729492 (2.450873098875347) | > loss_disc_real_0: 0.22439414262771606 (0.1804545498207996) | > loss_disc_real_1: 0.2307298332452774 (0.26554669282938304) | > loss_disc_real_2: 0.25802868604660034 (0.25310703484635605) | > loss_disc_real_3: 0.22570575773715973 (0.2743160152121594) | > loss_disc_real_4: 0.25114309787750244 (0.2545161411950463) | > loss_disc_real_5: 0.28183916211128235 (0.2501030227071361) | > loss_0: 2.448270797729492 (2.450873098875347) | > loss_gen: 2.5634632110595703 (2.697417610570004) | > loss_kl: 2.077263593673706 (3.14537545254356) | > loss_feat: 6.177186965942383 (7.275638454838803) | > loss_mel: 15.704076766967773 (17.671568067450274) | > loss_duration: 2.373981237411499 (2.3816387527867366) | > loss_1: 28.895971298217773 (33.17163838838276)  --> STEP: 20 | > loss_disc: 2.305501937866211 (2.4436045408248903) | > loss_disc_real_0: 0.1956729292869568 (0.18121546879410744) | > loss_disc_real_1: 0.23890772461891174 (0.2642147444188595) | > loss_disc_real_2: 0.24773599207401276 (0.2528384827077389) | > loss_disc_real_3: 0.23072195053100586 (0.27213631197810173) | > loss_disc_real_4: 0.20952148735523224 (0.2522664085030556) | > loss_disc_real_5: 0.2144618183374405 (0.24832096248865132) | > loss_0: 2.305501937866211 (2.4436045408248903) | > loss_gen: 2.648969888687134 (2.6949952244758606) | > loss_kl: 2.3647119998931885 (3.106342279911041) | > loss_feat: 6.325419902801514 (7.228127527236938) | > loss_mel: 19.437946319580078 (17.759886980056763) | > loss_duration: 2.283642053604126 (2.3767389178276064) | > loss_1: 33.060691833496094 (33.16609106063843)  --> STEP: 21 | > loss_disc: 2.515622615814209 (2.4470339729672386) | > loss_disc_real_0: 0.08622944355010986 (0.17669232473486945) | > loss_disc_real_1: 0.2610100209712982 (0.26406213854040417) | > loss_disc_real_2: 0.21525664627552032 (0.2510488714490618) | > loss_disc_real_3: 0.3058359920978546 (0.27374105865047094) | > loss_disc_real_4: 0.30608460307121277 (0.2548291796729678) | > loss_disc_real_5: 0.32385534048080444 (0.2519178376311348) | > loss_0: 2.515622615814209 (2.4470339729672386) | > loss_gen: 2.4055402278900146 (2.6812116532098678) | > loss_kl: 2.5932700634002686 (3.0819102696010043) | > loss_feat: 5.261791706085205 (7.134492488134475) | > loss_mel: 15.502155303955078 (17.652375947861444) | > loss_duration: 2.149543046951294 (2.365920066833496) | > loss_1: 27.91230010986328 (32.91591053917294)  --> STEP: 22 | > loss_disc: 2.498448371887207 (2.4493709910999644) | > loss_disc_real_0: 0.13151757419109344 (0.17463892698287964) | > loss_disc_real_1: 0.23396500945091248 (0.26269408721815457) | > loss_disc_real_2: 0.2376163750886917 (0.25043830343268136) | > loss_disc_real_3: 0.30359649658203125 (0.27509812401099637) | > loss_disc_real_4: 0.29948532581329346 (0.2568590044975281) | > loss_disc_real_5: 0.3147925138473511 (0.25477577745914465) | > loss_0: 2.498448371887207 (2.4493709910999644) | > loss_gen: 2.703768253326416 (2.6822369532151655) | > loss_kl: 2.272160291671753 (3.0451034524224023) | > loss_feat: 7.321888446807861 (7.143010486255992) | > loss_mel: 18.051755905151367 (17.670529582283713) | > loss_duration: 2.211756467819214 (2.358912630514665) | > loss_1: 32.56132888793945 (32.8997931913896)  --> STEP: 23 | > loss_disc: 2.296381950378418 (2.4427192936772886) | > loss_disc_real_0: 0.1904711127281189 (0.17532728288484656) | > loss_disc_real_1: 0.30369833111763 (0.26447688043117523) | > loss_disc_real_2: 0.2450142800807953 (0.2502024763304254) | > loss_disc_real_3: 0.3132440447807312 (0.2767566423053327) | > loss_disc_real_4: 0.26100024580955505 (0.2570390584676162) | > loss_disc_real_5: 0.2150670439004898 (0.2530493107826814) | > loss_0: 2.296381950378418 (2.4427192936772886) | > loss_gen: 2.998645782470703 (2.6959938588349717) | > loss_kl: 2.7538530826568604 (3.0324403928673784) | > loss_feat: 5.831843852996826 (7.086003241331681) | > loss_mel: 16.999597549438477 (17.64135862433392) | > loss_duration: 2.3046677112579346 (2.3565541557643725) | > loss_1: 30.888608932495117 (32.81235039752462)  --> STEP: 24 | > loss_disc: 2.3972601890563965 (2.4408251643180847) | > loss_disc_real_0: 0.1868685781955719 (0.17580817018946013) | > loss_disc_real_1: 0.2549074590206146 (0.2640781545390685) | > loss_disc_real_2: 0.2582569718360901 (0.2505380803098281) | > loss_disc_real_3: 0.2808314561843872 (0.27692642621695995) | > loss_disc_real_4: 0.2645365595817566 (0.25735145434737206) | > loss_disc_real_5: 0.27873706817626953 (0.2541196340074142) | > loss_0: 2.3972601890563965 (2.4408251643180847) | > loss_gen: 2.874859094619751 (2.7034465769926705) | > loss_kl: 2.8564090728759766 (3.0251057545344033) | > loss_feat: 7.224577903747559 (7.0917771855990095) | > loss_mel: 16.610332489013672 (17.59839920202891) | > loss_duration: 2.4424209594726562 (2.3601319392522178) | > loss_1: 32.00859832763672 (32.778860727945954)  --> STEP: 25 | > loss_disc: 2.7828948497772217 (2.45450795173645) | > loss_disc_real_0: 0.2275356650352478 (0.17787726998329162) | > loss_disc_real_1: 0.27265194058418274 (0.2644211059808731) | > loss_disc_real_2: 0.2943868935108185 (0.2522920328378677) | > loss_disc_real_3: 0.2702076733112335 (0.2766576761007309) | > loss_disc_real_4: 0.281991183757782 (0.25833704352378845) | > loss_disc_real_5: 0.3248547613620758 (0.25694903910160066) | > loss_0: 2.7828948497772217 (2.45450795173645) | > loss_gen: 2.4470489025115967 (2.693190670013428) | > loss_kl: 2.9976918697357178 (3.0240091991424563) | > loss_feat: 5.654197692871094 (7.034274005889893) | > loss_mel: 11.27025318145752 (17.345273361206054) | > loss_duration: 2.3451757431030273 (2.35953369140625) | > loss_1: 24.714366912841797 (32.45628097534179)  --> STEP: 26 | > loss_disc: 2.735175609588623 (2.4653028616538415) | > loss_disc_real_0: 0.24692678451538086 (0.18053302054221815) | > loss_disc_real_1: 0.26799944043159485 (0.2645587342289778) | > loss_disc_real_2: 0.17984704673290253 (0.249505687218446) | > loss_disc_real_3: 0.2109723687171936 (0.274131318124441) | > loss_disc_real_4: 0.21048478782176971 (0.2564965721506339) | > loss_disc_real_5: 0.21661999821662903 (0.25539792214448637) | > loss_0: 2.735175609588623 (2.4653028616538415) | > loss_gen: 1.7921786308288574 (2.658536360814021) | > loss_kl: 2.6902215480804443 (3.011171212563148) | > loss_feat: 3.195924758911133 (6.8866451886984015) | > loss_mel: 9.146191596984863 (17.02992406258216) | > loss_duration: 2.3132715225219727 (2.3577543772183933) | > loss_1: 19.137786865234375 (31.944031201876122) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025086953089787406 (+0.00014710426330566406) | > avg_loss_disc: 2.4653028616538415 (-0.0508278700021596) | > avg_loss_disc_real_0: 0.18053302054221815 (-0.028707624627993644) | > avg_loss_disc_real_1: 0.2645587342289778 (-0.006782267529230834) | > avg_loss_disc_real_2: 0.249505687218446 (-0.016652630498776105) | > avg_loss_disc_real_3: 0.274131318124441 (+0.006150694993826034) | > avg_loss_disc_real_4: 0.2564965721506339 (+0.043253435538365276) | > avg_loss_disc_real_5: 0.25539792214448637 (+0.017853392431369214) | > avg_loss_0: 2.4653028616538415 (-0.0508278700021596) | > avg_loss_gen: 2.658536360814021 (+0.025269994368919857) | > avg_loss_kl: 3.011171212563148 (+0.14050082060006952) | > avg_loss_feat: 6.8866451886984015 (+0.40167267505939197) | > avg_loss_mel: 17.02992406258216 (-0.34419305507953624) | > avg_loss_duration: 2.3577543772183933 (+0.020938873291015625) | > avg_loss_1: 31.944031201876122 (+0.24418940910925357)  > EPOCH: 690/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:41:19)   --> TIME: 2024-06-11 21:41:29 -- STEP: 24/330 -- GLOBAL_STEP: 315725 | > loss_disc: 2.388841152191162 (2.328992366790771) | > loss_disc_real_0: 0.13072624802589417 (0.10211096797138453) | > loss_disc_real_1: 0.20646759867668152 (0.20131430526574454) | > loss_disc_real_2: 0.19798406958580017 (0.2063091223438581) | > loss_disc_real_3: 0.2507306635379791 (0.22804321286578974) | > loss_disc_real_4: 0.24009299278259277 (0.23185565074284872) | > loss_disc_real_5: 0.25641199946403503 (0.2269551077236732) | > loss_0: 2.388841152191162 (2.328992366790771) | > grad_norm_0: tensor(6.1553, device='cuda:0') (tensor(9.2979, device='cuda:0')) | > loss_gen: 2.3716812133789062 (2.4682105282942453) | > loss_kl: 1.9240516424179077 (1.9427958379189174) | > loss_feat: 6.620985984802246 (6.857805629571279) | > loss_mel: 16.899330139160156 (17.601285298665363) | > loss_duration: 1.9554294347763062 (2.0464130938053127) | > loss_1: 29.77147674560547 (30.916510502497356) | > grad_norm_1: tensor(83.0178, device='cuda:0') (tensor(102.5989, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3769 (0.36804341276486713) | > loader_time: 0.0037 (0.003413975238800049)  --> TIME: 2024-06-11 21:41:38 -- STEP: 49/330 -- GLOBAL_STEP: 315750 | > loss_disc: 2.38714599609375 (2.3399407377048407) | > loss_disc_real_0: 0.07996506989002228 (0.10562392324209213) | > loss_disc_real_1: 0.15474200248718262 (0.1958812818843491) | > loss_disc_real_2: 0.1855381727218628 (0.20748962249074662) | > loss_disc_real_3: 0.2167007178068161 (0.22741185189509877) | > loss_disc_real_4: 0.2153228223323822 (0.23045344589924327) | > loss_disc_real_5: 0.21637167036533356 (0.22295341260579168) | > loss_0: 2.38714599609375 (2.3399407377048407) | > grad_norm_0: tensor(9.6468, device='cuda:0') (tensor(9.5346, device='cuda:0')) | > loss_gen: 2.2583935260772705 (2.4638059479849685) | > loss_kl: 2.0629823207855225 (1.9525891031537737) | > loss_feat: 6.734487056732178 (6.934854157116948) | > loss_mel: 17.53188705444336 (17.543300628662113) | > loss_duration: 1.9537062644958496 (2.0114620340113727) | > loss_1: 30.541458129882812 (30.906012009601202) | > grad_norm_1: tensor(195.1453, device='cuda:0') (tensor(109.1063, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3845 (0.36790266328928417) | > loader_time: 0.0035 (0.0035667516747299507)  --> TIME: 2024-06-11 21:41:48 -- STEP: 74/330 -- GLOBAL_STEP: 315775 | > loss_disc: 2.307640314102173 (2.3404376087961962) | > loss_disc_real_0: 0.10390037298202515 (0.10695140728273907) | > loss_disc_real_1: 0.19978387653827667 (0.19439603086258914) | > loss_disc_real_2: 0.2267918586730957 (0.20951190993592544) | > loss_disc_real_3: 0.21472646296024323 (0.2280083481927176) | > loss_disc_real_4: 0.25303441286087036 (0.23200035659042564) | > loss_disc_real_5: 0.24425825476646423 (0.22300662382228956) | > loss_0: 2.307640314102173 (2.3404376087961962) | > grad_norm_0: tensor(11.4338, device='cuda:0') (tensor(9.2181, device='cuda:0')) | > loss_gen: 2.5945987701416016 (2.465898658778217) | > loss_kl: 2.024413585662842 (1.965131419735986) | > loss_feat: 7.43635892868042 (6.94206436904701) | > loss_mel: 17.876672744750977 (17.478624653171856) | > loss_duration: 1.9148144721984863 (1.9991763475778932) | > loss_1: 31.84685707092285 (30.850895443478144) | > grad_norm_1: tensor(167.4401, device='cuda:0') (tensor(109.7935, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3856 (0.37089011475846567) | > loader_time: 0.0037 (0.003673260276382034)  --> TIME: 2024-06-11 21:41:58 -- STEP: 99/330 -- GLOBAL_STEP: 315800 | > loss_disc: 2.3684020042419434 (2.3447211077719006) | > loss_disc_real_0: 0.09568393230438232 (0.1082975934400703) | > loss_disc_real_1: 0.2288637012243271 (0.1953986783822377) | > loss_disc_real_2: 0.21005749702453613 (0.21129206304598336) | > loss_disc_real_3: 0.225886270403862 (0.22869515569523127) | > loss_disc_real_4: 0.2017005831003189 (0.23202967312600878) | > loss_disc_real_5: 0.18519143760204315 (0.222008291820083) | > loss_0: 2.3684020042419434 (2.3447211077719006) | > grad_norm_0: tensor(13.7700, device='cuda:0') (tensor(10.2337, device='cuda:0')) | > loss_gen: 2.3696060180664062 (2.4661200166952746) | > loss_kl: 1.9568238258361816 (1.9582291010654334) | > loss_feat: 6.951899528503418 (6.947671943240696) | > loss_mel: 17.87660026550293 (17.42628012763129) | > loss_duration: 2.003495693206787 (1.9982794968768798) | > loss_1: 31.15842628479004 (30.796580748124555) | > grad_norm_1: tensor(143.0291, device='cuda:0') (tensor(124.7369, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3702 (0.37097294643671824) | > loader_time: 0.0041 (0.00376186708007196)  --> TIME: 2024-06-11 21:42:07 -- STEP: 124/330 -- GLOBAL_STEP: 315825 | > loss_disc: 2.355044364929199 (2.349266469478606) | > loss_disc_real_0: 0.15208426117897034 (0.10948654029878878) | > loss_disc_real_1: 0.24920770525932312 (0.19528935368983974) | > loss_disc_real_2: 0.22786056995391846 (0.21229826875271335) | > loss_disc_real_3: 0.22125183045864105 (0.2293770090947228) | > loss_disc_real_4: 0.2148960381746292 (0.23177011359122493) | > loss_disc_real_5: 0.20915482938289642 (0.2225839031800147) | > loss_0: 2.355044364929199 (2.349266469478606) | > grad_norm_0: tensor(19.7854, device='cuda:0') (tensor(11.1773, device='cuda:0')) | > loss_gen: 2.417804718017578 (2.4679010452762737) | > loss_kl: 2.1533780097961426 (1.9712874745168993) | > loss_feat: 6.923591136932373 (6.962145932259098) | > loss_mel: 17.44412612915039 (17.42744267371393) | > loss_duration: 2.0111191272735596 (2.001121756530577) | > loss_1: 30.95001983642578 (30.82989892651958) | > grad_norm_1: tensor(196.5065, device='cuda:0') (tensor(139.9556, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.38 (0.372207889633794) | > loader_time: 0.0038 (0.003816781505461662)  --> TIME: 2024-06-11 21:42:17 -- STEP: 149/330 -- GLOBAL_STEP: 315850 | > loss_disc: 2.331012725830078 (2.350627750358324) | > loss_disc_real_0: 0.10086466372013092 (0.11033486249862902) | > loss_disc_real_1: 0.19289246201515198 (0.19566522628668967) | > loss_disc_real_2: 0.19256943464279175 (0.21203987230390509) | > loss_disc_real_3: 0.2433292269706726 (0.22955452985811553) | > loss_disc_real_4: 0.2355574369430542 (0.2311109608451792) | > loss_disc_real_5: 0.2413008213043213 (0.22205793547550304) | > loss_0: 2.331012725830078 (2.350627750358324) | > grad_norm_0: tensor(21.3248, device='cuda:0') (tensor(11.6364, device='cuda:0')) | > loss_gen: 2.5056240558624268 (2.4651932748372136) | > loss_kl: 2.048647880554199 (1.983452218490959) | > loss_feat: 6.728982448577881 (6.965734808236964) | > loss_mel: 17.279476165771484 (17.435332061460347) | > loss_duration: 2.0337252616882324 (2.0048420013197314) | > loss_1: 30.59645652770996 (30.85455441314902) | > grad_norm_1: tensor(69.4912, device='cuda:0') (tensor(143.5915, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3804 (0.37347608604687166) | > loader_time: 0.0044 (0.0038749963645166997)  --> TIME: 2024-06-11 21:42:27 -- STEP: 174/330 -- GLOBAL_STEP: 315875 | > loss_disc: 2.362973213195801 (2.3512091184484527) | > loss_disc_real_0: 0.10939978063106537 (0.11137504862814114) | > loss_disc_real_1: 0.14681054651737213 (0.19516467003301638) | > loss_disc_real_2: 0.22127249836921692 (0.21189697292344323) | > loss_disc_real_3: 0.2316804826259613 (0.2293345072659953) | > loss_disc_real_4: 0.24002723395824432 (0.2314650341012012) | > loss_disc_real_5: 0.22946815192699432 (0.22269323982041458) | > loss_0: 2.362973213195801 (2.3512091184484527) | > grad_norm_0: tensor(6.7618, device='cuda:0') (tensor(12.6112, device='cuda:0')) | > loss_gen: 2.420663356781006 (2.466157684380982) | > loss_kl: 2.0168700218200684 (1.991560493392506) | > loss_feat: 6.872995853424072 (6.964569239780824) | > loss_mel: 17.466901779174805 (17.41002296579295) | > loss_duration: 2.1036019325256348 (2.010794202486674) | > loss_1: 30.881032943725586 (30.843104603646815) | > grad_norm_1: tensor(79.6065, device='cuda:0') (tensor(155.8666, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3926 (0.3756748944863505) | > loader_time: 0.0044 (0.003969077406258419)  --> TIME: 2024-06-11 21:42:37 -- STEP: 199/330 -- GLOBAL_STEP: 315900 | > loss_disc: 2.3399977684020996 (2.3537843443041453) | > loss_disc_real_0: 0.09953735768795013 (0.11295475196748522) | > loss_disc_real_1: 0.1850300431251526 (0.1963069814084163) | > loss_disc_real_2: 0.21717528998851776 (0.2119388477736382) | > loss_disc_real_3: 0.26293686032295227 (0.2294032444905995) | > loss_disc_real_4: 0.2642982304096222 (0.23127219717406747) | > loss_disc_real_5: 0.25404053926467896 (0.22282611477614647) | > loss_0: 2.3399977684020996 (2.3537843443041453) | > grad_norm_0: tensor(27.2852, device='cuda:0') (tensor(14.4287, device='cuda:0')) | > loss_gen: 2.5122880935668945 (2.469256411844762) | > loss_kl: 1.8465431928634644 (1.9944691418403357) | > loss_feat: 6.592367649078369 (6.963374034843255) | > loss_mel: 17.06820297241211 (17.380439202390132) | > loss_duration: 2.1257529258728027 (2.0190882994301953) | > loss_1: 30.14515495300293 (30.826627050811922) | > grad_norm_1: tensor(330.4483, device='cuda:0') (tensor(177.8734, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.3904 (0.3784495562165226) | > loader_time: 0.005 (0.0040849273528285966)  --> TIME: 2024-06-11 21:42:47 -- STEP: 224/330 -- GLOBAL_STEP: 315925 | > loss_disc: 2.449252128601074 (2.3598269617983254) | > loss_disc_real_0: 0.08508817851543427 (0.1141230695149196) | > loss_disc_real_1: 0.16874480247497559 (0.1967164576053619) | > loss_disc_real_2: 0.2001604586839676 (0.21276924473100475) | > loss_disc_real_3: 0.21165679395198822 (0.2292716131279511) | > loss_disc_real_4: 0.2712486684322357 (0.23129783238151244) | > loss_disc_real_5: 0.28578898310661316 (0.22286833796117986) | > loss_0: 2.449252128601074 (2.3598269617983254) | > grad_norm_0: tensor(41.8363, device='cuda:0') (tensor(16.3230, device='cuda:0')) | > loss_gen: 2.5351505279541016 (2.471586745764529) | > loss_kl: 1.9545798301696777 (2.0004958100616936) | > loss_feat: 7.693442344665527 (6.970862488661496) | > loss_mel: 17.836898803710938 (17.35773854596275) | > loss_duration: 2.1356892585754395 (2.0265631771513393) | > loss_1: 32.15576171875 (30.827246691499436) | > grad_norm_1: tensor(417.0638, device='cuda:0') (tensor(198.7885, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.4016 (0.3809932321310043) | > loader_time: 0.0056 (0.004201614430972506)  --> TIME: 2024-06-11 21:42:58 -- STEP: 249/330 -- GLOBAL_STEP: 315950 | > loss_disc: 2.3062961101531982 (2.3594196024668723) | > loss_disc_real_0: 0.09524179995059967 (0.11527385053984132) | > loss_disc_real_1: 0.21627020835876465 (0.19711488880306838) | > loss_disc_real_2: 0.2108122557401657 (0.21244277161766725) | > loss_disc_real_3: 0.22681573033332825 (0.22897027905686312) | > loss_disc_real_4: 0.22554711997509003 (0.23047298659761267) | > loss_disc_real_5: 0.22030431032180786 (0.2220659567768794) | > loss_0: 2.3062961101531982 (2.3594196024668723) | > grad_norm_0: tensor(44.6348, device='cuda:0') (tensor(18.9405, device='cuda:0')) | > loss_gen: 2.511312961578369 (2.477659021515445) | > loss_kl: 2.185812473297119 (2.004411278958302) | > loss_feat: 7.010502815246582 (6.96906500743575) | > loss_mel: 17.374887466430664 (17.337513820234555) | > loss_duration: 2.0955588817596436 (2.034877127911671) | > loss_1: 31.17807388305664 (30.823526198605457) | > grad_norm_1: tensor(459.1335, device='cuda:0') (tensor(216.4683, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.4107 (0.3844654301562941) | > loader_time: 0.0059 (0.004339153986858075)  --> TIME: 2024-06-11 21:43:09 -- STEP: 274/330 -- GLOBAL_STEP: 315975 | > loss_disc: 2.32340145111084 (2.3627447124815317) | > loss_disc_real_0: 0.10888530313968658 (0.11597869450049679) | > loss_disc_real_1: 0.22167156636714935 (0.19785466414951056) | > loss_disc_real_2: 0.22741681337356567 (0.2127084810912174) | > loss_disc_real_3: 0.2355152815580368 (0.22932253070991404) | > loss_disc_real_4: 0.23310591280460358 (0.23083313157523636) | > loss_disc_real_5: 0.22813697159290314 (0.22246423891208464) | > loss_0: 2.32340145111084 (2.3627447124815317) | > grad_norm_0: tensor(38.3949, device='cuda:0') (tensor(19.5199, device='cuda:0')) | > loss_gen: 2.4801716804504395 (2.4766214502988944) | > loss_kl: 2.126258373260498 (2.0070058016011325) | > loss_feat: 7.131293296813965 (6.978044415912491) | > loss_mel: 15.69068717956543 (17.29230927376852) | > loss_duration: 2.131422996520996 (2.04335631071216) | > loss_1: 29.559833526611328 (30.797337204870516) | > grad_norm_1: tensor(277.9488, device='cuda:0') (tensor(228.4034, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.4415 (0.38884376348370175) | > loader_time: 0.006 (0.004486055269728611)  --> TIME: 2024-06-11 21:43:21 -- STEP: 299/330 -- GLOBAL_STEP: 316000 | > loss_disc: 2.3534157276153564 (2.3671253931562215) | > loss_disc_real_0: 0.07569471001625061 (0.11696113895213724) | > loss_disc_real_1: 0.2137763500213623 (0.19790396966463744) | > loss_disc_real_2: 0.22743886709213257 (0.21317356261720624) | > loss_disc_real_3: 0.21042048931121826 (0.22929055749572638) | > loss_disc_real_4: 0.20809294283390045 (0.23105174372826132) | > loss_disc_real_5: 0.17267325520515442 (0.22254119040974) | > loss_0: 2.3534157276153564 (2.3671253931562215) | > grad_norm_0: tensor(8.1431, device='cuda:0') (tensor(20.1328, device='cuda:0')) | > loss_gen: 2.4624767303466797 (2.4718432577956087) | > loss_kl: 2.0805532932281494 (2.0111420246271) | > loss_feat: 7.335001468658447 (6.970000849120993) | > loss_mel: 16.8809757232666 (17.25195061801668) | > loss_duration: 2.2199249267578125 (2.0539880412876808) | > loss_1: 30.978933334350586 (30.758924726658442) | > grad_norm_1: tensor(98.4631, device='cuda:0') (tensor(233.5058, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.4855 (0.3958244634711224) | > loader_time: 0.0069 (0.0046561266666272005) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_316000.pth  --> TIME: 2024-06-11 21:43:40 -- STEP: 324/330 -- GLOBAL_STEP: 316025 | > loss_disc: 2.5450432300567627 (2.3691050586877025) | > loss_disc_real_0: 0.16132965683937073 (0.11827931244984086) | > loss_disc_real_1: 0.22873055934906006 (0.1980409707736086) | > loss_disc_real_2: 0.19009661674499512 (0.21316025599285407) | > loss_disc_real_3: 0.23344086110591888 (0.22919195002795736) | > loss_disc_real_4: 0.2747722864151001 (0.23107828728762675) | > loss_disc_real_5: 0.24993985891342163 (0.2226114906370639) | > loss_0: 2.5450432300567627 (2.3691050586877025) | > grad_norm_0: tensor(9.0505, device='cuda:0') (tensor(20.3234, device='cuda:0')) | > loss_gen: 2.5182690620422363 (2.469556920322372) | > loss_kl: 2.1447012424468994 (2.016968097583748) | > loss_feat: 8.52232551574707 (7.025288520035922) | > loss_mel: 17.197830200195312 (17.216373861571878) | > loss_duration: 2.2614126205444336 (2.068493564187745) | > loss_1: 32.64453887939453 (30.79668089784222) | > grad_norm_1: tensor(150.0425, device='cuda:0') (tensor(236.8804, device='cuda:0')) | > current_lr_0: 0.00018347198315319814 | > current_lr_1: 0.00018347198315319814 | > step_time: 0.5993 (0.407541161702003) | > loader_time: 0.009 (0.004952939204227776)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5887813568115234 (2.5887813568115234) | > loss_disc_real_0: 0.22056971490383148 (0.22056971490383148) | > loss_disc_real_1: 0.1911212056875229 (0.1911212056875229) | > loss_disc_real_2: 0.2766405940055847 (0.2766405940055847) | > loss_disc_real_3: 0.2856627106666565 (0.2856627106666565) | > loss_disc_real_4: 0.3041374087333679 (0.3041374087333679) | > loss_disc_real_5: 0.23815926909446716 (0.23815926909446716) | > loss_0: 2.5887813568115234 (2.5887813568115234) | > loss_gen: 2.483428478240967 (2.483428478240967) | > loss_kl: 2.1872544288635254 (2.1872544288635254) | > loss_feat: 4.396748065948486 (4.396748065948486) | > loss_mel: 14.818034172058105 (14.818034172058105) | > loss_duration: 3.0355472564697266 (3.0355472564697266) | > loss_1: 26.92101287841797 (26.92101287841797)  --> STEP: 1 | > loss_disc: 2.555398464202881 (2.555398464202881) | > loss_disc_real_0: 0.15940555930137634 (0.15940555930137634) | > loss_disc_real_1: 0.22007256746292114 (0.22007256746292114) | > loss_disc_real_2: 0.1872539520263672 (0.1872539520263672) | > loss_disc_real_3: 0.2752736210823059 (0.2752736210823059) | > loss_disc_real_4: 0.25850406289100647 (0.25850406289100647) | > loss_disc_real_5: 0.24471938610076904 (0.24471938610076904) | > loss_0: 2.555398464202881 (2.555398464202881) | > loss_gen: 2.29649019241333 (2.29649019241333) | > loss_kl: 3.3244175910949707 (3.3244175910949707) | > loss_feat: 6.568174839019775 (6.568174839019775) | > loss_mel: 17.066518783569336 (17.066518783569336) | > loss_duration: 2.4718496799468994 (2.4718496799468994) | > loss_1: 31.727449417114258 (31.727449417114258)  --> STEP: 2 | > loss_disc: 2.5534682273864746 (2.5544333457946777) | > loss_disc_real_0: 0.1358637809753418 (0.14763467013835907) | > loss_disc_real_1: 0.21936646103858948 (0.2197195142507553) | > loss_disc_real_2: 0.2596472203731537 (0.22345058619976044) | > loss_disc_real_3: 0.2815784215927124 (0.27842602133750916) | > loss_disc_real_4: 0.318153440952301 (0.28832875192165375) | > loss_disc_real_5: 0.3104882538318634 (0.2776038199663162) | > loss_0: 2.5534682273864746 (2.5544333457946777) | > loss_gen: 2.462778091430664 (2.379634141921997) | > loss_kl: 2.864086151123047 (3.094251871109009) | > loss_feat: 5.526235580444336 (6.047205209732056) | > loss_mel: 17.438940048217773 (17.252729415893555) | > loss_duration: 2.5284087657928467 (2.500129222869873) | > loss_1: 30.82044792175293 (31.273948669433594)  --> STEP: 3 | > loss_disc: 2.250563383102417 (2.453143358230591) | > loss_disc_real_0: 0.07026425004005432 (0.12184453010559082) | > loss_disc_real_1: 0.15578067302703857 (0.19840656717618307) | > loss_disc_real_2: 0.12684737145900726 (0.19124951461950937) | > loss_disc_real_3: 0.22718939185142517 (0.2613471448421478) | > loss_disc_real_4: 0.18906134366989136 (0.25523961583773297) | > loss_disc_real_5: 0.1392330825328827 (0.23148024082183838) | > loss_0: 2.250563383102417 (2.453143358230591) | > loss_gen: 2.0650222301483154 (2.274763504664103) | > loss_kl: 3.3799314498901367 (3.1894783973693848) | > loss_feat: 6.729042053222656 (6.274484157562256) | > loss_mel: 17.662273406982422 (17.389244079589844) | > loss_duration: 2.390463352203369 (2.463573932647705) | > loss_1: 32.22673416137695 (31.591543833414715)  --> STEP: 4 | > loss_disc: 2.4698588848114014 (2.4573222398757935) | > loss_disc_real_0: 0.14232003688812256 (0.12696340680122375) | > loss_disc_real_1: 0.22791096568107605 (0.2057826668024063) | > loss_disc_real_2: 0.2650776505470276 (0.20970654860138893) | > loss_disc_real_3: 0.2780299782752991 (0.26551785320043564) | > loss_disc_real_4: 0.24063128232955933 (0.25158753246068954) | > loss_disc_real_5: 0.204732745885849 (0.22479336708784103) | > loss_0: 2.4698588848114014 (2.4573222398757935) | > loss_gen: 2.291447877883911 (2.278934597969055) | > loss_kl: 3.5932397842407227 (3.2904187440872192) | > loss_feat: 5.46331262588501 (6.071691274642944) | > loss_mel: 17.983036041259766 (17.537692070007324) | > loss_duration: 2.31406831741333 (2.4261975288391113) | > loss_1: 31.645105361938477 (31.604934215545654)  --> STEP: 5 | > loss_disc: 2.6790175437927246 (2.5016613006591797) | > loss_disc_real_0: 0.317852258682251 (0.1651411771774292) | > loss_disc_real_1: 0.28132903575897217 (0.22089194059371947) | > loss_disc_real_2: 0.22510607540607452 (0.21278645396232604) | > loss_disc_real_3: 0.30520784854888916 (0.27345585227012636) | > loss_disc_real_4: 0.2500031292438507 (0.2512706518173218) | > loss_disc_real_5: 0.24694468080997467 (0.22922362983226777) | > loss_0: 2.6790175437927246 (2.5016613006591797) | > loss_gen: 2.5938644409179688 (2.341920566558838) | > loss_kl: 2.3881258964538574 (3.109960174560547) | > loss_feat: 5.498090744018555 (5.956971168518066) | > loss_mel: 18.659378051757812 (17.762029266357423) | > loss_duration: 2.383176565170288 (2.4175933361053468) | > loss_1: 31.52263641357422 (31.588474655151366)  --> STEP: 6 | > loss_disc: 2.5394463539123535 (2.5079588095347085) | > loss_disc_real_0: 0.13305354118347168 (0.15979323784510294) | > loss_disc_real_1: 0.20048221945762634 (0.21749032040437064) | > loss_disc_real_2: 0.25185051560401917 (0.21929713090260824) | > loss_disc_real_3: 0.29359832406044006 (0.2768129309018453) | > loss_disc_real_4: 0.27519136667251587 (0.2552574376265208) | > loss_disc_real_5: 0.2748388648033142 (0.23682616899410883) | > loss_0: 2.5394463539123535 (2.5079588095347085) | > loss_gen: 2.374783992767334 (2.347397804260254) | > loss_kl: 3.1815004348754883 (3.1218835512797036) | > loss_feat: 5.8157124519348145 (5.933428049087524) | > loss_mel: 18.131067276000977 (17.823535601298016) | > loss_duration: 2.1637368202209473 (2.3752839167912803) | > loss_1: 31.66680145263672 (31.601529121398926)  --> STEP: 7 | > loss_disc: 2.186100482940674 (2.4619790485927036) | > loss_disc_real_0: 0.09987854212522507 (0.15123399559940612) | > loss_disc_real_1: 0.19308345019817352 (0.2140036246606282) | > loss_disc_real_2: 0.19413460791110992 (0.21570248476096562) | > loss_disc_real_3: 0.2259284108877182 (0.26954371375697) | > loss_disc_real_4: 0.13554808497428894 (0.23815610153334482) | > loss_disc_real_5: 0.1263887882232666 (0.22104940031255996) | > loss_0: 2.186100482940674 (2.4619790485927036) | > loss_gen: 2.260662794113159 (2.3350070885249545) | > loss_kl: 3.947042465209961 (3.2397633961268832) | > loss_feat: 6.558098793029785 (6.022666726793561) | > loss_mel: 19.3673038482666 (18.044073922293528) | > loss_duration: 2.5360069274902344 (2.3982443468911305) | > loss_1: 34.66911315917969 (32.039755412510466)  --> STEP: 8 | > loss_disc: 2.2783291339874268 (2.439022809267044) | > loss_disc_real_0: 0.14889571070671082 (0.1509417099878192) | > loss_disc_real_1: 0.21955275535583496 (0.21469726599752903) | > loss_disc_real_2: 0.2321997731924057 (0.21776464581489563) | > loss_disc_real_3: 0.30798768997192383 (0.2743492107838392) | > loss_disc_real_4: 0.19543461501598358 (0.23281591571867466) | > loss_disc_real_5: 0.22850508987903595 (0.22198136150836945) | > loss_0: 2.2783291339874268 (2.439022809267044) | > loss_gen: 2.8225159645080566 (2.3959456980228424) | > loss_kl: 3.151803970336914 (3.228768467903137) | > loss_feat: 10.234152793884277 (6.549102485179901) | > loss_mel: 19.545759201049805 (18.23178458213806) | > loss_duration: 2.274975299835205 (2.38283571600914) | > loss_1: 38.02920913696289 (32.78843712806702)  --> STEP: 9 | > loss_disc: 2.766324758529663 (2.475389692518446) | > loss_disc_real_0: 0.2534775137901306 (0.16233457707696491) | > loss_disc_real_1: 0.27024856209754944 (0.22086963223086464) | > loss_disc_real_2: 0.2983369827270508 (0.22671712769402397) | > loss_disc_real_3: 0.2971000671386719 (0.27687708371215397) | > loss_disc_real_4: 0.2725195288658142 (0.23722742829057905) | > loss_disc_real_5: 0.24702365696430206 (0.22476383878125084) | > loss_0: 2.766324758529663 (2.475389692518446) | > loss_gen: 2.3495700359344482 (2.3907928466796875) | > loss_kl: 2.1021366119384766 (3.1035871505737305) | > loss_feat: 8.05552864074707 (6.716483169131809) | > loss_mel: 16.912418365478516 (18.085188335842556) | > loss_duration: 2.2257184982299805 (2.365378247367011) | > loss_1: 31.645370483398438 (32.66142972310384)  --> STEP: 10 | > loss_disc: 2.530000925064087 (2.4808508157730103) | > loss_disc_real_0: 0.17416736483573914 (0.16351785585284234) | > loss_disc_real_1: 0.2535845637321472 (0.2241411253809929) | > loss_disc_real_2: 0.3697007894515991 (0.2410154938697815) | > loss_disc_real_3: 0.29339712858200073 (0.27852908819913863) | > loss_disc_real_4: 0.27233901619911194 (0.24073858708143234) | > loss_disc_real_5: 0.3331378698348999 (0.23560124188661574) | > loss_0: 2.530000925064087 (2.4808508157730103) | > loss_gen: 2.86366605758667 (2.438080167770386) | > loss_kl: 2.514281749725342 (3.0446566104888917) | > loss_feat: 6.293630599975586 (6.6741979122161865) | > loss_mel: 17.46373748779297 (18.0230432510376) | > loss_duration: 2.4024441242218018 (2.3690848350524902) | > loss_1: 31.537761688232422 (32.5490629196167)  --> STEP: 11 | > loss_disc: 2.533356189727783 (2.4856240315870806) | > loss_disc_real_0: 0.1321004331111908 (0.1606617265126922) | > loss_disc_real_1: 0.20607827603816986 (0.22249904816800897) | > loss_disc_real_2: 0.2814488112926483 (0.24469124999913303) | > loss_disc_real_3: 0.29111114144325256 (0.2796729112213308) | > loss_disc_real_4: 0.2760812044143677 (0.24395155229351737) | > loss_disc_real_5: 0.2359057068824768 (0.23562892052260312) | > loss_0: 2.533356189727783 (2.4856240315870806) | > loss_gen: 2.395190715789795 (2.434181126681241) | > loss_kl: 3.8825316429138184 (3.120827067982067) | > loss_feat: 4.658445358276367 (6.490947680039839) | > loss_mel: 16.965866088867188 (17.926936236294832) | > loss_duration: 2.563394784927368 (2.3867493759502065) | > loss_1: 30.465429306030273 (32.35964168201793)  --> STEP: 12 | > loss_disc: 2.607374668121338 (2.4957699179649353) | > loss_disc_real_0: 0.15159724652767181 (0.15990635318060717) | > loss_disc_real_1: 0.2557273507118225 (0.22526807337999344) | > loss_disc_real_2: 0.31007063388824463 (0.2501395319898923) | > loss_disc_real_3: 0.30859631299972534 (0.2820831947028637) | > loss_disc_real_4: 0.23877908289432526 (0.24352051317691803) | > loss_disc_real_5: 0.24431678652763367 (0.23635290935635567) | > loss_0: 2.607374668121338 (2.4957699179649353) | > loss_gen: 2.6034035682678223 (2.448282996813456) | > loss_kl: 2.5350942611694336 (3.0720160007476807) | > loss_feat: 6.492532730102539 (6.491079767545064) | > loss_mel: 16.414281845092773 (17.80088170369466) | > loss_duration: 2.3022775650024414 (2.379710058371226) | > loss_1: 30.347591400146484 (32.191970825195305)  --> STEP: 13 | > loss_disc: 2.5943644046783447 (2.503354109250582) | > loss_disc_real_0: 0.22245556116104126 (0.16471783071756363) | > loss_disc_real_1: 0.23724471032619476 (0.22618935314508584) | > loss_disc_real_2: 0.2559795081615448 (0.25058876092617327) | > loss_disc_real_3: 0.3206750154495239 (0.28505179629876065) | > loss_disc_real_4: 0.2981783151626587 (0.24772495948351347) | > loss_disc_real_5: 0.2725662291049957 (0.23913854933702028) | > loss_0: 2.5943644046783447 (2.503354109250582) | > loss_gen: 2.6166038513183594 (2.461230754852295) | > loss_kl: 2.805799722671509 (3.051537825511052) | > loss_feat: 7.329122066497803 (6.555544559772198) | > loss_mel: 18.539615631103516 (17.85770739041842) | > loss_duration: 2.2892117500305176 (2.3727486500373254) | > loss_1: 33.580352783203125 (32.29876943734975)  --> STEP: 14 | > loss_disc: 2.4829843044281006 (2.5018991231918335) | > loss_disc_real_0: 0.17912515997886658 (0.16574692566479957) | > loss_disc_real_1: 0.1845056116580963 (0.22321194303887232) | > loss_disc_real_2: 0.21995100378990173 (0.24840034970215388) | > loss_disc_real_3: 0.2776157259941101 (0.284520648419857) | > loss_disc_real_4: 0.2862248718738556 (0.25047495322568075) | > loss_disc_real_5: 0.2283695489168167 (0.23836933502129146) | > loss_0: 2.4829843044281006 (2.5018991231918335) | > loss_gen: 2.366546392440796 (2.4544675861086165) | > loss_kl: 3.684009313583374 (3.096714360373361) | > loss_feat: 6.24882173538208 (6.533635786601475) | > loss_mel: 18.59351921081543 (17.910265377589635) | > loss_duration: 2.3668813705444336 (2.3723295586449757) | > loss_1: 33.2597770690918 (32.36741283961704)  --> STEP: 15 | > loss_disc: 2.3568007946014404 (2.4922259012858072) | > loss_disc_real_0: 0.06749865412712097 (0.15919704089562098) | > loss_disc_real_1: 0.1857086569070816 (0.2207117239634196) | > loss_disc_real_2: 0.26360243558883667 (0.24941382209459942) | > loss_disc_real_3: 0.31572431325912476 (0.28660089274247486) | > loss_disc_real_4: 0.251808226108551 (0.2505638380845388) | > loss_disc_real_5: 0.21015669405460358 (0.23648849229017893) | > loss_0: 2.3568007946014404 (2.4922259012858072) | > loss_gen: 2.4447813034057617 (2.453821833928426) | > loss_kl: 3.415907144546509 (3.117993879318237) | > loss_feat: 8.037732124328613 (6.633908875783285) | > loss_mel: 18.35378074645996 (17.939833068847655) | > loss_duration: 2.4098711013793945 (2.3748323281606036) | > loss_1: 34.662071228027344 (32.52039006551106)  --> STEP: 16 | > loss_disc: 2.5377049446105957 (2.4950683414936066) | > loss_disc_real_0: 0.26508617401123047 (0.16581511171534657) | > loss_disc_real_1: 0.1760721504688263 (0.21792175062000751) | > loss_disc_real_2: 0.23070384562015533 (0.24824444856494665) | > loss_disc_real_3: 0.29189226031303406 (0.2869316032156348) | > loss_disc_real_4: 0.36236950755119324 (0.2575516924262047) | > loss_disc_real_5: 0.2953176498413086 (0.24016531463712454) | > loss_0: 2.5377049446105957 (2.4950683414936066) | > loss_gen: 2.741760730743408 (2.4718180149793625) | > loss_kl: 2.8668365478515625 (3.10229654610157) | > loss_feat: 6.564002990722656 (6.629539757966995) | > loss_mel: 14.619040489196777 (17.732283532619476) | > loss_duration: 2.3590567111968994 (2.3738463521003723) | > loss_1: 29.150697708129883 (32.30978429317474)  --> STEP: 17 | > loss_disc: 2.8234119415283203 (2.514382670907413) | > loss_disc_real_0: 0.33853062987327576 (0.1759748480775777) | > loss_disc_real_1: 0.264399915933609 (0.220655760344337) | > loss_disc_real_2: 0.31177303194999695 (0.2519814240581849) | > loss_disc_real_3: 0.3120909333229065 (0.28841156381018024) | > loss_disc_real_4: 0.29301536083221436 (0.25963779056773467) | > loss_disc_real_5: 0.37698909640312195 (0.24821377238806555) | > loss_0: 2.8234119415283203 (2.514382670907413) | > loss_gen: 2.7496097087860107 (2.488158702850342) | > loss_kl: 3.0100152492523193 (3.0968682345222023) | > loss_feat: 4.672357082366943 (6.514411365284639) | > loss_mel: 17.68494987487793 (17.72949919981115) | > loss_duration: 2.496039390563965 (2.3810341778923485) | > loss_1: 30.61296844482422 (32.20997159621294)  --> STEP: 18 | > loss_disc: 2.364276647567749 (2.506043447388543) | > loss_disc_real_0: 0.10249283909797668 (0.17189251424537766) | > loss_disc_real_1: 0.30714231729507446 (0.22546056906382242) | > loss_disc_real_2: 0.2250768393278122 (0.25048672490649754) | > loss_disc_real_3: 0.3137730658054352 (0.28982053614324993) | > loss_disc_real_4: 0.2507602870464325 (0.2591445959276623) | > loss_disc_real_5: 0.1936558336019516 (0.24518277578883702) | > loss_0: 2.364276647567749 (2.506043447388543) | > loss_gen: 2.9272680282592773 (2.5125536653730602) | > loss_kl: 3.619007110595703 (3.125875949859619) | > loss_feat: 8.383879661560059 (6.618270715077718) | > loss_mel: 18.145666122436523 (17.752619584401447) | > loss_duration: 2.2734479904174805 (2.375057167477078) | > loss_1: 35.34926986694336 (32.38437705569796)  --> STEP: 19 | > loss_disc: 2.312513828277588 (2.495857677961651) | > loss_disc_real_0: 0.08401431143283844 (0.16726734567629664) | > loss_disc_real_1: 0.1652248352766037 (0.22229026728554777) | > loss_disc_real_2: 0.20311982929706573 (0.24799373040073797) | > loss_disc_real_3: 0.20931249856948853 (0.2855832710077888) | > loss_disc_real_4: 0.22712430357933044 (0.25745931738301325) | > loss_disc_real_5: 0.21505674719810486 (0.24359719533669322) | > loss_0: 2.312513828277588 (2.495857677961651) | > loss_gen: 2.157705307006836 (2.4938774359853646) | > loss_kl: 2.516961097717285 (3.093827799746865) | > loss_feat: 6.734767436981201 (6.624402121493691) | > loss_mel: 16.394485473632812 (17.681138841729414) | > loss_duration: 2.371330738067627 (2.3748610396134224) | > loss_1: 30.175249099731445 (32.26810716327867)  --> STEP: 20 | > loss_disc: 2.5938172340393066 (2.5007556557655333) | > loss_disc_real_0: 0.19775930047035217 (0.1687919434159994) | > loss_disc_real_1: 0.18205589056015015 (0.22027854844927788) | > loss_disc_real_2: 0.23870263993740082 (0.24752917587757112) | > loss_disc_real_3: 0.2768997550010681 (0.2851490952074528) | > loss_disc_real_4: 0.21312932670116425 (0.25524281784892083) | > loss_disc_real_5: 0.16894803941249847 (0.23986473754048349) | > loss_0: 2.5938172340393066 (2.5007556557655333) | > loss_gen: 2.075032949447632 (2.472935211658478) | > loss_kl: 2.505650758743286 (3.064418947696686) | > loss_feat: 6.883357048034668 (6.63734986782074) | > loss_mel: 17.39090347290039 (17.666627073287962) | > loss_duration: 2.280235528945923 (2.3701297640800476) | > loss_1: 31.13517951965332 (32.2114607810974)  --> STEP: 21 | > loss_disc: 2.431119680404663 (2.4974396569388255) | > loss_disc_real_0: 0.20415237545967102 (0.1704757735133171) | > loss_disc_real_1: 0.24774391949176788 (0.22158642326082503) | > loss_disc_real_2: 0.19926618039608002 (0.2452309379975001) | > loss_disc_real_3: 0.26018115878105164 (0.2839601458538146) | > loss_disc_real_4: 0.2306666076183319 (0.25407252212365466) | > loss_disc_real_5: 0.19712267816066742 (0.23782940137953984) | > loss_0: 2.431119680404663 (2.4974396569388255) | > loss_gen: 2.5405311584472656 (2.4761540662674677) | > loss_kl: 2.683253526687622 (3.0462682133629206) | > loss_feat: 6.398502349853516 (6.625976176488967) | > loss_mel: 14.341548919677734 (17.508290018354142) | > loss_duration: 2.161634922027588 (2.360201438268026) | > loss_1: 28.125471115112305 (32.01688984462192)  --> STEP: 22 | > loss_disc: 2.4806668758392334 (2.496677257797935) | > loss_disc_real_0: 0.20543426275253296 (0.17206479575146327) | > loss_disc_real_1: 0.17661166191101074 (0.21954211592674255) | > loss_disc_real_2: 0.21950772404670715 (0.24406170099973679) | > loss_disc_real_3: 0.2613278329372406 (0.2829314043576067) | > loss_disc_real_4: 0.2885286211967468 (0.25563870844515885) | > loss_disc_real_5: 0.23593376576900482 (0.23774323612451553) | > loss_0: 2.4806668758392334 (2.496677257797935) | > loss_gen: 2.5246741771698 (2.4783595258539375) | > loss_kl: 2.3003971576690674 (3.012364983558655) | > loss_feat: 7.4685211181640625 (6.664273673837835) | > loss_mel: 18.7642879486084 (17.565380833365698) | > loss_duration: 2.227989435195923 (2.3541918017647485) | > loss_1: 33.28586959838867 (32.07457074252041)  --> STEP: 23 | > loss_disc: 2.524418592453003 (2.497883402782938) | > loss_disc_real_0: 0.21837136149406433 (0.17407812469679376) | > loss_disc_real_1: 0.29824116826057434 (0.22296381385430045) | > loss_disc_real_2: 0.23334167897701263 (0.2435956130857053) | > loss_disc_real_3: 0.29301413893699646 (0.283369784121928) | > loss_disc_real_4: 0.23299328982830048 (0.25465412502703455) | > loss_disc_real_5: 0.2141830027103424 (0.23671887814998627) | > loss_0: 2.524418592453003 (2.497883402782938) | > loss_gen: 2.6276278495788574 (2.484849452972412) | > loss_kl: 2.3925747871398926 (2.985417583714361) | > loss_feat: 6.419765472412109 (6.653642882471499) | > loss_mel: 17.588144302368164 (17.56637054940928) | > loss_duration: 2.281309127807617 (2.351022989853569) | > loss_1: 31.30942153930664 (32.04130338585894)  --> STEP: 24 | > loss_disc: 2.6168065071105957 (2.502838532129924) | > loss_disc_real_0: 0.2097122073173523 (0.17556287813931704) | > loss_disc_real_1: 0.20755505561828613 (0.2223217822611332) | > loss_disc_real_2: 0.3231520652770996 (0.24691046526034674) | > loss_disc_real_3: 0.31379827857017517 (0.2846376380572716) | > loss_disc_real_4: 0.22059448063373566 (0.25323497317731375) | > loss_disc_real_5: 0.1771618127822876 (0.2342373337596655) | > loss_0: 2.6168065071105957 (2.502838532129924) | > loss_gen: 2.3856849670410156 (2.4807175993919373) | > loss_kl: 3.0336625576019287 (2.9874277909596763) | > loss_feat: 6.192914009094238 (6.63444584608078) | > loss_mel: 17.59740447998047 (17.567663629849747) | > loss_duration: 2.461831569671631 (2.3556400140126548) | > loss_1: 31.671499252319336 (32.02589488029479)  --> STEP: 25 | > loss_disc: 2.6900720596313477 (2.510327873229981) | > loss_disc_real_0: 0.2892158627510071 (0.18010899752378465) | > loss_disc_real_1: 0.29120591282844543 (0.22507714748382568) | > loss_disc_real_2: 0.24567657709121704 (0.24686110973358155) | > loss_disc_real_3: 0.2601592242717743 (0.2836585015058517) | > loss_disc_real_4: 0.25020384788513184 (0.25311372816562644) | > loss_disc_real_5: 0.27411675453186035 (0.2358325105905533) | > loss_0: 2.6900720596313477 (2.510327873229981) | > loss_gen: 2.4735167026519775 (2.480429563522339) | > loss_kl: 3.1090505123138428 (2.992292699813843) | > loss_feat: 6.583999156951904 (6.632427978515625) | > loss_mel: 16.448623657226562 (17.52290203094482) | > loss_duration: 2.391524314880371 (2.3570753860473634) | > loss_1: 31.0067138671875 (31.9851276397705)  --> STEP: 26 | > loss_disc: 2.27974796295166 (2.5014594151423535) | > loss_disc_real_0: 0.1108025461435318 (0.1774433647783903) | > loss_disc_real_1: 0.19356335699558258 (0.22386507861889327) | > loss_disc_real_2: 0.2631460428237915 (0.24748745331397423) | > loss_disc_real_3: 0.15124894678592682 (0.27856582632431615) | > loss_disc_real_4: 0.3218920826911926 (0.25575904949353284) | > loss_disc_real_5: 0.2352047562599182 (0.23580836619322115) | > loss_0: 2.27974796295166 (2.5014594151423535) | > loss_gen: 2.4380671977996826 (2.4788002417637753) | > loss_kl: 2.4159109592437744 (2.9701241713303785) | > loss_feat: 10.168354988098145 (6.7684251711918755) | > loss_mel: 18.21126937866211 (17.549377698164715) | > loss_duration: 2.3211536407470703 (2.355693780458891) | > loss_1: 35.55475616455078 (32.12242104456974) --> EVAL PERFORMANCE | > avg_loader_time: 0.002347230911254883 (-0.0001614643977238578) | > avg_loss_disc: 2.5014594151423535 (+0.03615655348851199) | > avg_loss_disc_real_0: 0.1774433647783903 (-0.0030896557638278588) | > avg_loss_disc_real_1: 0.22386507861889327 (-0.040693655610084534) | > avg_loss_disc_real_2: 0.24748745331397423 (-0.0020182339044717557) | > avg_loss_disc_real_3: 0.27856582632431615 (+0.00443450819987512) | > avg_loss_disc_real_4: 0.25575904949353284 (-0.0007375226571010307) | > avg_loss_disc_real_5: 0.23580836619322115 (-0.019589555951265214) | > avg_loss_0: 2.5014594151423535 (+0.03615655348851199) | > avg_loss_gen: 2.4788002417637753 (-0.17973611905024578) | > avg_loss_kl: 2.9701241713303785 (-0.04104704123276948) | > avg_loss_feat: 6.7684251711918755 (-0.118220017506526) | > avg_loss_mel: 17.549377698164715 (+0.5194536355825541) | > avg_loss_duration: 2.355693780458891 (-0.002060596759502431) | > avg_loss_1: 32.12242104456974 (+0.17838984269361902)  > EPOCH: 691/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:44:02)   --> TIME: 2024-06-11 21:44:10 -- STEP: 19/330 -- GLOBAL_STEP: 316050 | > loss_disc: 2.3212883472442627 (2.3491528285177132) | > loss_disc_real_0: 0.10125009715557098 (0.10779822421701331) | > loss_disc_real_1: 0.20539553463459015 (0.19608903872339348) | > loss_disc_real_2: 0.2062346637248993 (0.20810537275515104) | > loss_disc_real_3: 0.21723508834838867 (0.2340108462070164) | > loss_disc_real_4: 0.22438322007656097 (0.23471276462078094) | > loss_disc_real_5: 0.19634737074375153 (0.2268998073904138) | > loss_0: 2.3212883472442627 (2.3491528285177132) | > grad_norm_0: tensor(8.1934, device='cuda:0') (tensor(8.8631, device='cuda:0')) | > loss_gen: 2.451666831970215 (2.486315840169003) | > loss_kl: 1.7205919027328491 (1.8818413019180298) | > loss_feat: 7.825259685516357 (6.887372267873664) | > loss_mel: 16.77914810180664 (17.774914691322728) | > loss_duration: 1.9739446640014648 (2.0591758364125297) | > loss_1: 30.750614166259766 (31.08961998788934) | > grad_norm_1: tensor(77.1687, device='cuda:0') (tensor(77.6956, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.3465 (0.3602123636948435) | > loader_time: 0.003 (0.0032485409786826686)  --> TIME: 2024-06-11 21:44:19 -- STEP: 44/330 -- GLOBAL_STEP: 316075 | > loss_disc: 2.3839824199676514 (2.3524084470488806) | > loss_disc_real_0: 0.13187021017074585 (0.11111007630825043) | > loss_disc_real_1: 0.15142762660980225 (0.1957980214872144) | > loss_disc_real_2: 0.20552262663841248 (0.20816861804236064) | > loss_disc_real_3: 0.24343815445899963 (0.22933681376955725) | > loss_disc_real_4: 0.21096117794513702 (0.2324909892949191) | > loss_disc_real_5: 0.21119050681591034 (0.220235368067568) | > loss_0: 2.3839824199676514 (2.3524084470488806) | > grad_norm_0: tensor(19.9572, device='cuda:0') (tensor(8.3489, device='cuda:0')) | > loss_gen: 2.461660146713257 (2.4898218187418846) | > loss_kl: 1.9036870002746582 (1.9128669988025317) | > loss_feat: 6.79952335357666 (6.947394262660634) | > loss_mel: 17.26850128173828 (17.676589142192487) | > loss_duration: 1.905569314956665 (2.011795807968487) | > loss_1: 30.33894157409668 (31.03846801411022) | > grad_norm_1: tensor(126.4360, device='cuda:0') (tensor(77.2923, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.3622 (0.3591937314380299) | > loader_time: 0.0035 (0.0033561099659312854)  --> TIME: 2024-06-11 21:44:28 -- STEP: 69/330 -- GLOBAL_STEP: 316100 | > loss_disc: 2.3295814990997314 (2.3588213264078326) | > loss_disc_real_0: 0.09979801625013351 (0.11119365821713986) | > loss_disc_real_1: 0.20268766582012177 (0.1973870739988659) | > loss_disc_real_2: 0.2076871395111084 (0.20897029880164325) | > loss_disc_real_3: 0.22183939814567566 (0.23006242448868958) | > loss_disc_real_4: 0.20790696144104004 (0.23317465466865595) | > loss_disc_real_5: 0.22771978378295898 (0.22303100405395895) | > loss_0: 2.3295814990997314 (2.3588213264078326) | > grad_norm_0: tensor(12.7577, device='cuda:0') (tensor(9.7407, device='cuda:0')) | > loss_gen: 2.3733065128326416 (2.4859384211941036) | > loss_kl: 1.70436429977417 (1.9150096074394558) | > loss_feat: 6.7737650871276855 (6.965036468229432) | > loss_mel: 16.732778549194336 (17.58933874489604) | > loss_duration: 1.9531749486923218 (2.000635549642039) | > loss_1: 29.53738784790039 (30.955958794856418) | > grad_norm_1: tensor(67.8073, device='cuda:0') (tensor(98.1514, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.3554 (0.36147342903026636) | > loader_time: 0.0035 (0.003478585809901141)  --> TIME: 2024-06-11 21:44:38 -- STEP: 94/330 -- GLOBAL_STEP: 316125 | > loss_disc: 2.3214492797851562 (2.3615312398748185) | > loss_disc_real_0: 0.12893551588058472 (0.1123037244728271) | > loss_disc_real_1: 0.17878982424736023 (0.19787261476542087) | > loss_disc_real_2: 0.21728777885437012 (0.20991130807298294) | > loss_disc_real_3: 0.2130199670791626 (0.22962471478162927) | > loss_disc_real_4: 0.2691222131252289 (0.23302197995338034) | > loss_disc_real_5: 0.23381216824054718 (0.222392497544593) | > loss_0: 2.3214492797851562 (2.3615312398748185) | > grad_norm_0: tensor(8.5644, device='cuda:0') (tensor(9.8354, device='cuda:0')) | > loss_gen: 2.6551477909088135 (2.4835178243353004) | > loss_kl: 1.9413135051727295 (1.93681767139029) | > loss_feat: 7.362166404724121 (6.964489201281933) | > loss_mel: 17.43697166442871 (17.521998019928613) | > loss_duration: 1.998457431793213 (1.9973290790902816) | > loss_1: 31.39405632019043 (30.904151855631078) | > grad_norm_1: tensor(71.1921, device='cuda:0') (tensor(101.4026, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.3669 (0.36607505159175135) | > loader_time: 0.0035 (0.0035436939685902697)  --> TIME: 2024-06-11 21:44:48 -- STEP: 119/330 -- GLOBAL_STEP: 316150 | > loss_disc: 2.3476831912994385 (2.3646174739388854) | > loss_disc_real_0: 0.11806829273700714 (0.1127593876058314) | > loss_disc_real_1: 0.16123181581497192 (0.1975836038839917) | > loss_disc_real_2: 0.20320414006710052 (0.21027215075593034) | > loss_disc_real_3: 0.20417186617851257 (0.2301140942242967) | > loss_disc_real_4: 0.213311105966568 (0.23228930124715597) | > loss_disc_real_5: 0.19032077491283417 (0.22238690349735132) | > loss_0: 2.3476831912994385 (2.3646174739388854) | > grad_norm_0: tensor(17.9929, device='cuda:0') (tensor(10.6624, device='cuda:0')) | > loss_gen: 2.344027519226074 (2.4750380716403986) | > loss_kl: 1.9569594860076904 (1.9507441310321583) | > loss_feat: 7.33674955368042 (6.970630064731886) | > loss_mel: 17.33694839477539 (17.492283316219545) | > loss_duration: 1.9973914623260498 (1.9991770962707143) | > loss_1: 30.972076416015625 (30.887872727979133) | > grad_norm_1: tensor(250.2024, device='cuda:0') (tensor(126.6460, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.3556 (0.3665736282573026) | > loader_time: 0.0039 (0.003669139717807289)  --> TIME: 2024-06-11 21:44:57 -- STEP: 144/330 -- GLOBAL_STEP: 316175 | > loss_disc: 2.4373316764831543 (2.362940823038419) | > loss_disc_real_0: 0.1226380318403244 (0.1133940449087984) | > loss_disc_real_1: 0.19490082561969757 (0.1977938275991215) | > loss_disc_real_2: 0.19958706200122833 (0.2104969770751066) | > loss_disc_real_3: 0.21186329424381256 (0.22940832800749275) | > loss_disc_real_4: 0.25958457589149475 (0.2318867024862104) | > loss_disc_real_5: 0.21523821353912354 (0.22341657078100574) | > loss_0: 2.4373316764831543 (2.362940823038419) | > grad_norm_0: tensor(28.5354, device='cuda:0') (tensor(12.8896, device='cuda:0')) | > loss_gen: 2.261681079864502 (2.4832194911109067) | > loss_kl: 1.9600456953048706 (1.961813693245252) | > loss_feat: 6.737554550170898 (6.981372194157708) | > loss_mel: 18.093730926513672 (17.486848937140564) | > loss_duration: 2.0019290447235107 (2.0036841771668867) | > loss_1: 31.054941177368164 (30.916938490337795) | > grad_norm_1: tensor(213.8365, device='cuda:0') (tensor(154.0771, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.3817 (0.36784104506174714) | > loader_time: 0.0041 (0.003783462776078118)  --> TIME: 2024-06-11 21:45:07 -- STEP: 169/330 -- GLOBAL_STEP: 316200 | > loss_disc: 2.342329502105713 (2.3652408842504364) | > loss_disc_real_0: 0.07351651042699814 (0.1135446308456229) | > loss_disc_real_1: 0.19117361307144165 (0.1981040329270109) | > loss_disc_real_2: 0.2093832790851593 (0.21072285626766954) | > loss_disc_real_3: 0.22384648025035858 (0.22986206385863603) | > loss_disc_real_4: 0.20802003145217896 (0.23128198580981713) | > loss_disc_real_5: 0.22650320827960968 (0.22341238138591044) | > loss_0: 2.342329502105713 (2.3652408842504364) | > grad_norm_0: tensor(37.9333, device='cuda:0') (tensor(14.7522, device='cuda:0')) | > loss_gen: 2.4757659435272217 (2.4864914628880967) | > loss_kl: 2.0339767932891846 (1.9676361824633808) | > loss_feat: 7.025888919830322 (6.971421755277195) | > loss_mel: 17.086589813232422 (17.455932052883167) | > loss_duration: 2.043928623199463 (2.008429989306885) | > loss_1: 30.666149139404297 (30.88991138074525) | > grad_norm_1: tensor(411.4782, device='cuda:0') (tensor(177.2492, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.4036 (0.36954446657169493) | > loader_time: 0.0047 (0.003891319918209279)  --> TIME: 2024-06-11 21:45:17 -- STEP: 194/330 -- GLOBAL_STEP: 316225 | > loss_disc: 2.438663959503174 (2.367907578183202) | > loss_disc_real_0: 0.08467793464660645 (0.11455555436844678) | > loss_disc_real_1: 0.19634976983070374 (0.19834013774837414) | > loss_disc_real_2: 0.2474614977836609 (0.21119985683369885) | > loss_disc_real_3: 0.2264213114976883 (0.2300708559677773) | > loss_disc_real_4: 0.19875426590442657 (0.23159644691292772) | > loss_disc_real_5: 0.18378809094429016 (0.22203451333586702) | > loss_0: 2.438663959503174 (2.367907578183202) | > grad_norm_0: tensor(34.3725, device='cuda:0') (tensor(17.0437, device='cuda:0')) | > loss_gen: 2.3877668380737305 (2.491852315430788) | > loss_kl: 2.0633041858673096 (1.9746926605086965) | > loss_feat: 6.592317581176758 (6.9744424180886195) | > loss_mel: 16.874141693115234 (17.420382352219406) | > loss_duration: 2.04717755317688 (2.0161295705234883) | > loss_1: 29.96470832824707 (30.877499255937398) | > grad_norm_1: tensor(154.1767, device='cuda:0') (tensor(201.5074, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.4122 (0.3732386974944281) | > loader_time: 0.0053 (0.004004274446939683)  --> TIME: 2024-06-11 21:45:28 -- STEP: 219/330 -- GLOBAL_STEP: 316250 | > loss_disc: 2.376898765563965 (2.3700726315311074) | > loss_disc_real_0: 0.1642318069934845 (0.11671432730269758) | > loss_disc_real_1: 0.20509791374206543 (0.199089201209752) | > loss_disc_real_2: 0.20695993304252625 (0.21082999642308992) | > loss_disc_real_3: 0.2650345265865326 (0.2303713956107832) | > loss_disc_real_4: 0.26389744877815247 (0.23148320676529244) | > loss_disc_real_5: 0.22441668808460236 (0.2219191765812434) | > loss_0: 2.376898765563965 (2.3700726315311074) | > grad_norm_0: tensor(62.2978, device='cuda:0') (tensor(19.9719, device='cuda:0')) | > loss_gen: 2.391913890838623 (2.496870381647048) | > loss_kl: 2.113025426864624 (1.9810185078616556) | > loss_feat: 7.299291610717773 (6.976214341377015) | > loss_mel: 17.347354888916016 (17.38439012989061) | > loss_duration: 2.0760154724121094 (2.023935638606276) | > loss_1: 31.227602005004883 (30.862428935151122) | > grad_norm_1: tensor(345.5898, device='cuda:0') (tensor(225.4423, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.4124 (0.37840672932803354) | > loader_time: 0.0054 (0.004152288175609011)  --> TIME: 2024-06-11 21:45:39 -- STEP: 244/330 -- GLOBAL_STEP: 316275 | > loss_disc: 2.4596009254455566 (2.373259800379391) | > loss_disc_real_0: 0.11912287771701813 (0.11807432489805535) | > loss_disc_real_1: 0.179829403758049 (0.1988645105576906) | > loss_disc_real_2: 0.22186467051506042 (0.2111352518445156) | > loss_disc_real_3: 0.2580204904079437 (0.23066046913383437) | > loss_disc_real_4: 0.2595062255859375 (0.2312585160014082) | > loss_disc_real_5: 0.2687523365020752 (0.22173850678029608) | > loss_0: 2.4596009254455566 (2.373259800379391) | > grad_norm_0: tensor(13.2998, device='cuda:0') (tensor(21.5991, device='cuda:0')) | > loss_gen: 2.2917301654815674 (2.493523573289151) | > loss_kl: 2.05692458152771 (1.9871380617384051) | > loss_feat: 6.319195747375488 (6.968747721343745) | > loss_mel: 16.29861831665039 (17.35379406663237) | > loss_duration: 2.0563435554504395 (2.032459834071456) | > loss_1: 29.02281379699707 (30.835663201378996) | > grad_norm_1: tensor(155.0759, device='cuda:0') (tensor(240.9827, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.449 (0.38348772486702337) | > loader_time: 0.0061 (0.004285572005099934)  --> TIME: 2024-06-11 21:45:50 -- STEP: 269/330 -- GLOBAL_STEP: 316300 | > loss_disc: 2.3139424324035645 (2.375112741853223) | > loss_disc_real_0: 0.1405300348997116 (0.11879823816642442) | > loss_disc_real_1: 0.2153620719909668 (0.1988891840645815) | > loss_disc_real_2: 0.20247654616832733 (0.21125016114968795) | > loss_disc_real_3: 0.21484845876693726 (0.2307642684439301) | > loss_disc_real_4: 0.2412979155778885 (0.23180184964796868) | > loss_disc_real_5: 0.24322377145290375 (0.22230379505006798) | > loss_0: 2.3139424324035645 (2.375112741853223) | > grad_norm_0: tensor(33.0907, device='cuda:0') (tensor(21.6282, device='cuda:0')) | > loss_gen: 2.6166305541992188 (2.4890270490185475) | > loss_kl: 2.1423723697662354 (1.9935575231743567) | > loss_feat: 7.283505916595459 (6.971662379551997) | > loss_mel: 16.09895133972168 (17.312189151806454) | > loss_duration: 2.135549306869507 (2.040930688159616) | > loss_1: 30.277009963989258 (30.807366800130964) | > grad_norm_1: tensor(376.2885, device='cuda:0') (tensor(243.2321, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.4441 (0.38843560218811035) | > loader_time: 0.0066 (0.0044286862625065315)  --> TIME: 2024-06-11 21:46:01 -- STEP: 294/330 -- GLOBAL_STEP: 316325 | > loss_disc: 2.3668739795684814 (2.379930317807359) | > loss_disc_real_0: 0.106300488114357 (0.11958640773280137) | > loss_disc_real_1: 0.1723397970199585 (0.1997579350357964) | > loss_disc_real_2: 0.19243450462818146 (0.2117482242839677) | > loss_disc_real_3: 0.22831450402736664 (0.23061213074695497) | > loss_disc_real_4: 0.21780870854854584 (0.2317194081082636) | > loss_disc_real_5: 0.1988537609577179 (0.22272599939586354) | > loss_0: 2.3668739795684814 (2.379930317807359) | > grad_norm_0: tensor(27.0069, device='cuda:0') (tensor(22.7786, device='cuda:0')) | > loss_gen: 2.396904230117798 (2.4830688830135625) | > loss_kl: 2.1729726791381836 (1.9969623530803084) | > loss_feat: 7.897581100463867 (6.969763869330997) | > loss_mel: 16.608190536499023 (17.27869099338038) | > loss_duration: 2.193593978881836 (2.0511740798852873) | > loss_1: 31.269243240356445 (30.77966018598907) | > grad_norm_1: tensor(139.0476, device='cuda:0') (tensor(256.8744, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.4502 (0.3938080242701939) | > loader_time: 0.0067 (0.004579285375115006)  --> TIME: 2024-06-11 21:46:14 -- STEP: 319/330 -- GLOBAL_STEP: 316350 | > loss_disc: 2.653456211090088 (2.387772643827719) | > loss_disc_real_0: 0.17738613486289978 (0.121667046905685) | > loss_disc_real_1: 0.20530536770820618 (0.20081535532930433) | > loss_disc_real_2: 0.23376114666461945 (0.2122460264116993) | > loss_disc_real_3: 0.21719226241111755 (0.23049141064893489) | > loss_disc_real_4: 0.23562659323215485 (0.23185218543655073) | > loss_disc_real_5: 0.20596475899219513 (0.22299936549230057) | > loss_0: 2.653456211090088 (2.387772643827719) | > grad_norm_0: tensor(35.3156, device='cuda:0') (tensor(24.0204, device='cuda:0')) | > loss_gen: 2.106414318084717 (2.4818386149630642) | > loss_kl: 2.055147171020508 (2.0032522129040906) | > loss_feat: 8.384164810180664 (7.010957927165734) | > loss_mel: 17.114967346191406 (17.2477145927453) | > loss_duration: 2.232396364212036 (2.065193369470793) | > loss_1: 31.893091201782227 (30.80895672621772) | > grad_norm_1: tensor(394.4252, device='cuda:0') (tensor(271.9714, device='cuda:0')) | > current_lr_0: 0.00018344904915530398 | > current_lr_1: 0.00018344904915530398 | > step_time: 0.5546 (0.40267897324875995) | > loader_time: 0.0086 (0.004805330946153976)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.828648805618286 (2.828648805618286) | > loss_disc_real_0: 0.24268758296966553 (0.24268758296966553) | > loss_disc_real_1: 0.21668902039527893 (0.21668902039527893) | > loss_disc_real_2: 0.35653653740882874 (0.35653653740882874) | > loss_disc_real_3: 0.32039034366607666 (0.32039034366607666) | > loss_disc_real_4: 0.33751052618026733 (0.33751052618026733) | > loss_disc_real_5: 0.3084416091442108 (0.3084416091442108) | > loss_0: 2.828648805618286 (2.828648805618286) | > loss_gen: 2.464994192123413 (2.464994192123413) | > loss_kl: 2.4763336181640625 (2.4763336181640625) | > loss_feat: 3.7104737758636475 (3.7104737758636475) | > loss_mel: 13.57805061340332 (13.57805061340332) | > loss_duration: 3.0116705894470215 (3.0116705894470215) | > loss_1: 25.24152374267578 (25.24152374267578)  --> STEP: 1 | > loss_disc: 2.300450563430786 (2.300450563430786) | > loss_disc_real_0: 0.1220669150352478 (0.1220669150352478) | > loss_disc_real_1: 0.2505297362804413 (0.2505297362804413) | > loss_disc_real_2: 0.20154701173305511 (0.20154701173305511) | > loss_disc_real_3: 0.2516973912715912 (0.2516973912715912) | > loss_disc_real_4: 0.229434072971344 (0.229434072971344) | > loss_disc_real_5: 0.2313617318868637 (0.2313617318868637) | > loss_0: 2.300450563430786 (2.300450563430786) | > loss_gen: 2.5184595584869385 (2.5184595584869385) | > loss_kl: 2.7433278560638428 (2.7433278560638428) | > loss_feat: 5.049942493438721 (5.049942493438721) | > loss_mel: 17.4477596282959 (17.4477596282959) | > loss_duration: 2.4325194358825684 (2.4325194358825684) | > loss_1: 30.19200897216797 (30.19200897216797)  --> STEP: 2 | > loss_disc: 2.326786518096924 (2.313618540763855) | > loss_disc_real_0: 0.12052850425243378 (0.12129770964384079) | > loss_disc_real_1: 0.2678699791431427 (0.259199857711792) | > loss_disc_real_2: 0.23913663625717163 (0.22034182399511337) | > loss_disc_real_3: 0.31674841046333313 (0.28422290086746216) | > loss_disc_real_4: 0.20614081621170044 (0.21778744459152222) | > loss_disc_real_5: 0.19817210733890533 (0.21476691961288452) | > loss_0: 2.326786518096924 (2.313618540763855) | > loss_gen: 2.749690532684326 (2.6340750455856323) | > loss_kl: 2.6332199573516846 (2.6882739067077637) | > loss_feat: 6.273660182952881 (5.661801338195801) | > loss_mel: 17.702545166015625 (17.57515239715576) | > loss_duration: 2.5466527938842773 (2.489586114883423) | > loss_1: 31.90576934814453 (31.04888916015625)  --> STEP: 3 | > loss_disc: 2.4547319412231445 (2.3606563409169516) | > loss_disc_real_0: 0.10253642499446869 (0.1150439480940501) | > loss_disc_real_1: 0.24130605161190033 (0.25323525567849475) | > loss_disc_real_2: 0.30952733755111694 (0.25007032851378125) | > loss_disc_real_3: 0.30216068029403687 (0.2902021606763204) | > loss_disc_real_4: 0.223053440451622 (0.21954277654488882) | > loss_disc_real_5: 0.23911724984645844 (0.22288369635740915) | > loss_0: 2.4547319412231445 (2.3606563409169516) | > loss_gen: 2.4540529251098633 (2.5740676720937095) | > loss_kl: 3.6897809505462646 (3.022109587987264) | > loss_feat: 5.176431179046631 (5.500011285146077) | > loss_mel: 16.69348907470703 (17.281264623006184) | > loss_duration: 2.323167324066162 (2.4341131846110025) | > loss_1: 30.3369197845459 (30.8115660349528)  --> STEP: 4 | > loss_disc: 2.4254188537597656 (2.376846969127655) | > loss_disc_real_0: 0.09006153047084808 (0.10879834368824959) | > loss_disc_real_1: 0.28842344880104065 (0.26203230395913124) | > loss_disc_real_2: 0.20613166689872742 (0.23908566311001778) | > loss_disc_real_3: 0.2964503765106201 (0.2917642146348953) | > loss_disc_real_4: 0.20587265491485596 (0.2161252461373806) | > loss_disc_real_5: 0.30654993653297424 (0.24380025640130043) | > loss_0: 2.4254188537597656 (2.376846969127655) | > loss_gen: 2.467534303665161 (2.5474343299865723) | > loss_kl: 3.5212368965148926 (3.146891415119171) | > loss_feat: 5.566732883453369 (5.5166916847229) | > loss_mel: 17.709556579589844 (17.3883376121521) | > loss_duration: 2.3503384590148926 (2.413169503211975) | > loss_1: 31.615400314331055 (31.012524604797363)  --> STEP: 5 | > loss_disc: 2.252415180206299 (2.351960611343384) | > loss_disc_real_0: 0.11782505363225937 (0.11060368567705155) | > loss_disc_real_1: 0.21248702704906464 (0.25212324857711793) | > loss_disc_real_2: 0.2180703580379486 (0.23488260209560394) | > loss_disc_real_3: 0.2944337725639343 (0.2922981262207031) | > loss_disc_real_4: 0.22947464883327484 (0.21879512667655945) | > loss_disc_real_5: 0.24132637679576874 (0.2433054804801941) | > loss_0: 2.252415180206299 (2.351960611343384) | > loss_gen: 2.7550597190856934 (2.5889594078063967) | > loss_kl: 3.1080820560455322 (3.1391295433044433) | > loss_feat: 6.492103099822998 (5.71177396774292) | > loss_mel: 18.461036682128906 (17.60287742614746) | > loss_duration: 2.3884544372558594 (2.408226490020752) | > loss_1: 33.204734802246094 (31.45096664428711)  --> STEP: 6 | > loss_disc: 2.418727397918701 (2.3630884091059365) | > loss_disc_real_0: 0.06784138083457947 (0.10347663486997287) | > loss_disc_real_1: 0.19786491990089417 (0.24308019379774728) | > loss_disc_real_2: 0.22753480076789856 (0.2336579685409864) | > loss_disc_real_3: 0.3027447462081909 (0.2940392295519511) | > loss_disc_real_4: 0.2398233562707901 (0.22229983160893121) | > loss_disc_real_5: 0.24159635603427887 (0.24302062640587488) | > loss_0: 2.418727397918701 (2.3630884091059365) | > loss_gen: 2.2997210025787354 (2.5407530069351196) | > loss_kl: 2.7470357418060303 (3.073780576388041) | > loss_feat: 5.220796585083008 (5.629944403966268) | > loss_mel: 17.220064163208008 (17.53907521565755) | > loss_duration: 2.217017650604248 (2.3763583501180015) | > loss_1: 29.704635620117188 (31.15991147359212)  --> STEP: 7 | > loss_disc: 2.7499542236328125 (2.4183549540383473) | > loss_disc_real_0: 0.14275386929512024 (0.10908766835927963) | > loss_disc_real_1: 0.3012360632419586 (0.25138817514692036) | > loss_disc_real_2: 0.32931238412857056 (0.2473228850534984) | > loss_disc_real_3: 0.35012996196746826 (0.3020521913255964) | > loss_disc_real_4: 0.24076662957668304 (0.22493794560432434) | > loss_disc_real_5: 0.2231007069349289 (0.24017492362431117) | > loss_0: 2.7499542236328125 (2.4183549540383473) | > loss_gen: 2.4072535037994385 (2.521681649344308) | > loss_kl: 4.360806465148926 (3.2576414176395962) | > loss_feat: 4.795151233673096 (5.510688236781529) | > loss_mel: 16.516408920288086 (17.39298003060477) | > loss_duration: 2.52272367477417 (2.39726768221174) | > loss_1: 30.602344512939453 (31.08025905064174)  --> STEP: 8 | > loss_disc: 2.29174542427063 (2.402528762817383) | > loss_disc_real_0: 0.13503195345401764 (0.11233070399612188) | > loss_disc_real_1: 0.16865873336791992 (0.2410469949245453) | > loss_disc_real_2: 0.24158501625061035 (0.2466056514531374) | > loss_disc_real_3: 0.22985446453094482 (0.29302747547626495) | > loss_disc_real_4: 0.19878923892974854 (0.22166935727000237) | > loss_disc_real_5: 0.22292344272136688 (0.23801848851144314) | > loss_0: 2.29174542427063 (2.402528762817383) | > loss_gen: 2.3721554279327393 (2.502990871667862) | > loss_kl: 2.907719850540161 (3.2139012217521667) | > loss_feat: 8.995920181274414 (5.94634222984314) | > loss_mel: 18.13651466369629 (17.48592185974121) | > loss_duration: 2.27386474609375 (2.381842315196991) | > loss_1: 34.68617248535156 (31.53099822998047)  --> STEP: 9 | > loss_disc: 2.479633331298828 (2.411095937093099) | > loss_disc_real_0: 0.10115593671798706 (0.11108906318744023) | > loss_disc_real_1: 0.1742570847272873 (0.23362589379151663) | > loss_disc_real_2: 0.34993088245391846 (0.2580862326754464) | > loss_disc_real_3: 0.2990138530731201 (0.2936926285425822) | > loss_disc_real_4: 0.20118097960948944 (0.21939287086327872) | > loss_disc_real_5: 0.26816579699516296 (0.24136818945407867) | > loss_0: 2.479633331298828 (2.411095937093099) | > loss_gen: 2.764592170715332 (2.5320576826731362) | > loss_kl: 2.498727798461914 (3.13443750805325) | > loss_feat: 8.557023048400879 (6.236417876349555) | > loss_mel: 17.369892120361328 (17.47302966647678) | > loss_duration: 2.174967050552368 (2.3588561746809216) | > loss_1: 33.365203857421875 (31.734798855251736)  --> STEP: 10 | > loss_disc: 2.3106422424316406 (2.401050567626953) | > loss_disc_real_0: 0.12815646827220917 (0.11279580369591713) | > loss_disc_real_1: 0.2544006407260895 (0.23570336848497392) | > loss_disc_real_2: 0.2971400320529938 (0.26199161261320114) | > loss_disc_real_3: 0.3541034162044525 (0.29973370730876925) | > loss_disc_real_4: 0.2600845396518707 (0.2234620377421379) | > loss_disc_real_5: 0.2890712320804596 (0.24613849371671676) | > loss_0: 2.3106422424316406 (2.401050567626953) | > loss_gen: 3.060356616973877 (2.5848875761032106) | > loss_kl: 2.9932761192321777 (3.1203213691711427) | > loss_feat: 7.396518707275391 (6.352427959442139) | > loss_mel: 18.200191497802734 (17.545745849609375) | > loss_duration: 2.385509490966797 (2.361521506309509) | > loss_1: 34.035850524902344 (31.964904022216796)  --> STEP: 11 | > loss_disc: 2.636483669281006 (2.4224535768682305) | > loss_disc_real_0: 0.21052464842796326 (0.12168024412610313) | > loss_disc_real_1: 0.21137623488903046 (0.23349181088534268) | > loss_disc_real_2: 0.3203674852848053 (0.2672985101288015) | > loss_disc_real_3: 0.3340808153152466 (0.30285617167299445) | > loss_disc_real_4: 0.27490219473838806 (0.2281384156508879) | > loss_disc_real_5: 0.30486997961997986 (0.2514777197079225) | > loss_0: 2.636483669281006 (2.4224535768682305) | > loss_gen: 2.597958564758301 (2.586075847799128) | > loss_kl: 3.343104839324951 (3.140574411912398) | > loss_feat: 6.054712295532227 (6.325362899086692) | > loss_mel: 16.555452346801758 (17.455719167535957) | > loss_duration: 2.5245919227600098 (2.376346089623191) | > loss_1: 31.07581901550293 (31.884078112515535)  --> STEP: 12 | > loss_disc: 2.3949837684631348 (2.420164426167806) | > loss_disc_real_0: 0.13103915750980377 (0.12246015357474486) | > loss_disc_real_1: 0.1708514392375946 (0.22827177991469702) | > loss_disc_real_2: 0.24611088633537292 (0.26553287481268245) | > loss_disc_real_3: 0.3190171718597412 (0.30420292168855667) | > loss_disc_real_4: 0.23483456671237946 (0.22869642823934555) | > loss_disc_real_5: 0.20486435294151306 (0.24759327247738838) | > loss_0: 2.3949837684631348 (2.420164426167806) | > loss_gen: 2.3911314010620117 (2.5698304772377014) | > loss_kl: 2.14382004737854 (3.057511548201243) | > loss_feat: 5.920015811920166 (6.291583975156148) | > loss_mel: 15.540525436401367 (17.29611968994141) | > loss_duration: 2.337284564971924 (2.3730909625689187) | > loss_1: 28.332778930664062 (31.588136514027912)  --> STEP: 13 | > loss_disc: 2.302794933319092 (2.4111360036409817) | > loss_disc_real_0: 0.09739311039447784 (0.12053191948395509) | > loss_disc_real_1: 0.22428573668003082 (0.22796516120433807) | > loss_disc_real_2: 0.21473853290081024 (0.26162561774253845) | > loss_disc_real_3: 0.2639023959636688 (0.3011028812481807) | > loss_disc_real_4: 0.19368183612823486 (0.22600299807695243) | > loss_disc_real_5: 0.2241770625114441 (0.24579202555693114) | > loss_0: 2.302794933319092 (2.4111360036409817) | > loss_gen: 2.612298011779785 (2.5730972106640158) | > loss_kl: 3.474144458770752 (3.089560233629667) | > loss_feat: 6.054229736328125 (6.2733259567847615) | > loss_mel: 15.226876258850098 (17.136947118319004) | > loss_duration: 2.273273468017578 (2.3654126937572775) | > loss_1: 29.640819549560547 (31.43834290137658)  --> STEP: 14 | > loss_disc: 2.405503273010254 (2.410733665738787) | > loss_disc_real_0: 0.1610289216041565 (0.1234245624925409) | > loss_disc_real_1: 0.20636335015296936 (0.2264221747006689) | > loss_disc_real_2: 0.32358139753341675 (0.26605103058474405) | > loss_disc_real_3: 0.22589868307113647 (0.2957311528069632) | > loss_disc_real_4: 0.21320848166942596 (0.22508910404784338) | > loss_disc_real_5: 0.21376681327819824 (0.2435045103941645) | > loss_0: 2.405503273010254 (2.410733665738787) | > loss_gen: 2.507749557495117 (2.5684295211519514) | > loss_kl: 3.5168979167938232 (3.120084353855678) | > loss_feat: 7.985833168029785 (6.3956479004451205) | > loss_mel: 17.703149795532227 (17.177390166691378) | > loss_duration: 2.461841106414795 (2.3723004375185286) | > loss_1: 34.175472259521484 (31.63385214124407)  --> STEP: 15 | > loss_disc: 2.5443038940429688 (2.4196383476257326) | > loss_disc_real_0: 0.1606958508491516 (0.12590931504964828) | > loss_disc_real_1: 0.25686711072921753 (0.22845183710257214) | > loss_disc_real_2: 0.25367236137390137 (0.26522578597068786) | > loss_disc_real_3: 0.26422232389450073 (0.2936305642127991) | > loss_disc_real_4: 0.2128487378358841 (0.22427307963371276) | > loss_disc_real_5: 0.2872157692909241 (0.24641859432061514) | > loss_0: 2.5443038940429688 (2.4196383476257326) | > loss_gen: 2.4589381217956543 (2.561130094528198) | > loss_kl: 3.2548344135284424 (3.1290676911671955) | > loss_feat: 5.877590179443359 (6.361110719045003) | > loss_mel: 19.274242401123047 (17.31718031565349) | > loss_duration: 2.391049385070801 (2.373550367355347) | > loss_1: 33.25665283203125 (31.742038853963216)  --> STEP: 16 | > loss_disc: 2.3885433673858643 (2.4176949113607407) | > loss_disc_real_0: 0.08457348495721817 (0.1233258256688714) | > loss_disc_real_1: 0.26222825050354004 (0.23056286294013262) | > loss_disc_real_2: 0.24300836026668549 (0.2638371968641877) | > loss_disc_real_3: 0.2584669888019562 (0.2914328407496214) | > loss_disc_real_4: 0.19749963283538818 (0.22259973920881748) | > loss_disc_real_5: 0.22878600656986237 (0.24531655758619308) | > loss_0: 2.3885433673858643 (2.4176949113607407) | > loss_gen: 2.3629813194274902 (2.548745796084404) | > loss_kl: 2.6773486137390137 (3.1008352488279343) | > loss_feat: 5.6657938957214355 (6.31765341758728) | > loss_mel: 16.856996536254883 (17.288418829441078) | > loss_duration: 2.3748929500579834 (2.3736342787742615) | > loss_1: 29.938013076782227 (31.629287242889404)  --> STEP: 17 | > loss_disc: 2.5930845737457275 (2.4280119503245636) | > loss_disc_real_0: 0.18361419439315796 (0.1268722002997118) | > loss_disc_real_1: 0.2294604629278183 (0.23049801588058472) | > loss_disc_real_2: 0.2207256406545639 (0.261301222969504) | > loss_disc_real_3: 0.29211553931236267 (0.29147299948860617) | > loss_disc_real_4: 0.26167726516723633 (0.22489841720637152) | > loss_disc_real_5: 0.38237082958221436 (0.25337857358595905) | > loss_0: 2.5930845737457275 (2.4280119503245636) | > loss_gen: 2.6147189140319824 (2.552626567728379) | > loss_kl: 2.357069730758667 (3.0570843360003304) | > loss_feat: 5.461359977722168 (6.267283215242274) | > loss_mel: 16.77316665649414 (17.258109878091258) | > loss_duration: 2.543104648590088 (2.3836031240575455) | > loss_1: 29.749420166015625 (31.51870682660271)  --> STEP: 18 | > loss_disc: 2.331510066986084 (2.4226507345835366) | > loss_disc_real_0: 0.07685607671737671 (0.12409352676735984) | > loss_disc_real_1: 0.2082798182964325 (0.22926367157035404) | > loss_disc_real_2: 0.2608775496482849 (0.2612776855627696) | > loss_disc_real_3: 0.23432861268520355 (0.2882983113328616) | > loss_disc_real_4: 0.23877546191215515 (0.2256693641344706) | > loss_disc_real_5: 0.28501057624816895 (0.2551359070671929) | > loss_0: 2.331510066986084 (2.4226507345835366) | > loss_gen: 2.640157461166382 (2.5574893951416016) | > loss_kl: 2.8761274814605713 (3.0470311774147882) | > loss_feat: 6.659837245941162 (6.289091772503323) | > loss_mel: 15.106511116027832 (17.13857661353218) | > loss_duration: 2.2641849517822266 (2.376968781153361) | > loss_1: 29.546817779541016 (31.409157435099285)  --> STEP: 19 | > loss_disc: 2.6824543476104736 (2.4363246089533757) | > loss_disc_real_0: 0.21531817317008972 (0.12889482394645088) | > loss_disc_real_1: 0.24911803007125854 (0.23030863780724375) | > loss_disc_real_2: 0.31172895431518555 (0.26393301549710724) | > loss_disc_real_3: 0.31685903668403625 (0.28980150740397603) | > loss_disc_real_4: 0.2774863839149475 (0.22839657570186414) | > loss_disc_real_5: 0.2907932996749878 (0.2570126119412874) | > loss_0: 2.6824543476104736 (2.4363246089533757) | > loss_gen: 2.4488368034362793 (2.5517708376834265) | > loss_kl: 2.094787120819092 (2.9969130691729093) | > loss_feat: 5.912834644317627 (6.269288765756707) | > loss_mel: 15.429852485656738 (17.048643764696628) | > loss_duration: 2.4064064025878906 (2.3785181296499154) | > loss_1: 28.29271697998047 (31.245134253250924)  --> STEP: 20 | > loss_disc: 2.081995725631714 (2.4186081647872926) | > loss_disc_real_0: 0.08529670536518097 (0.12671491801738738) | > loss_disc_real_1: 0.21897870302200317 (0.22974214106798171) | > loss_disc_real_2: 0.2693623900413513 (0.26420448422431947) | > loss_disc_real_3: 0.2616165280342102 (0.28839225843548777) | > loss_disc_real_4: 0.23344258964061737 (0.2286488763988018) | > loss_disc_real_5: 0.25348323583602905 (0.2568361431360245) | > loss_0: 2.081995725631714 (2.4186081647872926) | > loss_gen: 2.9653751850128174 (2.572451055049896) | > loss_kl: 2.157257080078125 (2.95493026971817) | > loss_feat: 7.5487823486328125 (6.3332634449005125) | > loss_mel: 18.581707000732422 (17.125296926498418) | > loss_duration: 2.2524328231811523 (2.372213864326477) | > loss_1: 33.50555419921875 (31.358155250549316)  --> STEP: 21 | > loss_disc: 2.5295982360839844 (2.423893406277611) | > loss_disc_real_0: 0.26369842886924744 (0.13323794234366643) | > loss_disc_real_1: 0.2666313052177429 (0.23149876793225607) | > loss_disc_real_2: 0.22606083750724792 (0.2623881200949351) | > loss_disc_real_3: 0.34398284554481506 (0.29103942925021764) | > loss_disc_real_4: 0.2409181296825409 (0.22923312655517034) | > loss_disc_real_5: 0.27297869324684143 (0.2576048359984443) | > loss_0: 2.5295982360839844 (2.423893406277611) | > loss_gen: 2.5887484550476074 (2.5732271217164535) | > loss_kl: 2.395131826400757 (2.9282732009887695) | > loss_feat: 5.6296515464782715 (6.299758116404216) | > loss_mel: 15.540575981140137 (17.0498340243385) | > loss_duration: 2.1747243404388428 (2.3628096012842086) | > loss_1: 28.328832626342773 (31.21390179225377)  --> STEP: 22 | > loss_disc: 2.480266809463501 (2.4264558336951514) | > loss_disc_real_0: 0.13223938643932343 (0.13319255343892356) | > loss_disc_real_1: 0.14642727375030518 (0.22763188183307648) | > loss_disc_real_2: 0.2113003134727478 (0.26006594706665387) | > loss_disc_real_3: 0.2576768398284912 (0.2895229479128664) | > loss_disc_real_4: 0.24161553382873535 (0.22979596324942328) | > loss_disc_real_5: 0.27575117349624634 (0.25842966952107166) | > loss_0: 2.480266809463501 (2.4264558336951514) | > loss_gen: 2.4011406898498535 (2.5654050111770625) | > loss_kl: 2.137476682662964 (2.892327904701233) | > loss_feat: 8.531970977783203 (6.401222337375987) | > loss_mel: 17.261625289916992 (17.059460900046613) | > loss_duration: 2.220139741897583 (2.3563246076757256) | > loss_1: 32.55235290527344 (31.274740479209207)  --> STEP: 23 | > loss_disc: 2.6381490230560303 (2.4356598854064937) | > loss_disc_real_0: 0.10457164794206619 (0.13194816624340802) | > loss_disc_real_1: 0.2996785640716553 (0.23076434627823209) | > loss_disc_real_2: 0.33799678087234497 (0.26345424418864044) | > loss_disc_real_3: 0.31342804431915283 (0.29056229993053106) | > loss_disc_real_4: 0.21957631409168243 (0.2293516306773476) | > loss_disc_real_5: 0.26798704266548157 (0.2588452074838721) | > loss_0: 2.6381490230560303 (2.4356598854064937) | > loss_gen: 2.576272487640381 (2.5658775101537286) | > loss_kl: 2.861546277999878 (2.890989573105522) | > loss_feat: 6.89747953414917 (6.422798737235691) | > loss_mel: 16.465473175048828 (17.03363534678584) | > loss_duration: 2.3005621433258057 (2.3539001527039902) | > loss_1: 31.101333618164062 (31.267201050468113)  --> STEP: 24 | > loss_disc: 2.48579740524292 (2.4377489487330117) | > loss_disc_real_0: 0.1861286461353302 (0.13420568623890478) | > loss_disc_real_1: 0.24606028199195862 (0.23140167693297067) | > loss_disc_real_2: 0.24945387244224548 (0.262870895365874) | > loss_disc_real_3: 0.30929771065711975 (0.2913429420441389) | > loss_disc_real_4: 0.26647651195526123 (0.230898500730594) | > loss_disc_real_5: 0.26806116104125977 (0.2592292055487632) | > loss_0: 2.48579740524292 (2.4377489487330117) | > loss_gen: 2.723918914794922 (2.572462568680445) | > loss_kl: 2.5778417587280273 (2.8779417475064597) | > loss_feat: 6.099187850952148 (6.40931495030721) | > loss_mel: 18.510921478271484 (17.095188935597744) | > loss_duration: 2.4337499141693115 (2.3572272260983786) | > loss_1: 32.345619201660156 (31.312135140101116)  --> STEP: 25 | > loss_disc: 2.596923828125 (2.4441159439086912) | > loss_disc_real_0: 0.2899545431137085 (0.14043564051389693) | > loss_disc_real_1: 0.27909672260284424 (0.23330947875976563) | > loss_disc_real_2: 0.2587848901748657 (0.2627074551582336) | > loss_disc_real_3: 0.3472786545753479 (0.29358037054538727) | > loss_disc_real_4: 0.1959468424320221 (0.22950043439865112) | > loss_disc_real_5: 0.19795484840869904 (0.25677823126316063) | > loss_0: 2.596923828125 (2.4441159439086912) | > loss_gen: 2.4382896423339844 (2.567095651626587) | > loss_kl: 3.1743712425231934 (2.8897989273071287) | > loss_feat: 7.871433258056641 (6.467799682617187) | > loss_mel: 14.35300350189209 (16.985501518249517) | > loss_duration: 2.3771603107452393 (2.358024549484253) | > loss_1: 30.214258193969727 (31.26822006225586)  --> STEP: 26 | > loss_disc: 2.8070321083068848 (2.4580742579240065) | > loss_disc_real_0: 0.14690779149532318 (0.14068456939779794) | > loss_disc_real_1: 0.06699603796005249 (0.22691280795977667) | > loss_disc_real_2: 0.14127132296562195 (0.25803683468928706) | > loss_disc_real_3: 0.20796462893486023 (0.29028745740652084) | > loss_disc_real_4: 0.24068346619606018 (0.22993055100624377) | > loss_disc_real_5: 0.2614835202693939 (0.2569592039172465) | > loss_0: 2.8070321083068848 (2.4580742579240065) | > loss_gen: 1.8523690700531006 (2.5396061677199144) | > loss_kl: 2.403925895690918 (2.871111503014198) | > loss_feat: 13.326679229736328 (6.73160274212177) | > loss_mel: 20.758087158203125 (17.13060096594004) | > loss_duration: 2.305025100708008 (2.355986109146705) | > loss_1: 40.646087646484375 (31.62890727703388) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025510879663320687 (+0.00020385705507718586) | > avg_loss_disc: 2.4580742579240065 (-0.043385157218347015) | > avg_loss_disc_real_0: 0.14068456939779794 (-0.036758795380592346) | > avg_loss_disc_real_1: 0.22691280795977667 (+0.003047729340883404) | > avg_loss_disc_real_2: 0.25803683468928706 (+0.010549381375312833) | > avg_loss_disc_real_3: 0.29028745740652084 (+0.011721631082204698) | > avg_loss_disc_real_4: 0.22993055100624377 (-0.025828498487289075) | > avg_loss_disc_real_5: 0.2569592039172465 (+0.021150837724025373) | > avg_loss_0: 2.4580742579240065 (-0.043385157218347015) | > avg_loss_gen: 2.5396061677199144 (+0.060805925956139095) | > avg_loss_kl: 2.871111503014198 (-0.09901266831618072) | > avg_loss_feat: 6.73160274212177 (-0.03682242907010558) | > avg_loss_mel: 17.13060096594004 (-0.41877673222467493) | > avg_loss_duration: 2.355986109146705 (+0.00029232868781425836) | > avg_loss_1: 31.62890727703388 (-0.4935137675358625)  > EPOCH: 692/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:46:41)   --> TIME: 2024-06-11 21:46:47 -- STEP: 14/330 -- GLOBAL_STEP: 316375 | > loss_disc: 2.307986259460449 (2.3758545773369923) | > loss_disc_real_0: 0.11085715889930725 (0.10817552570785795) | > loss_disc_real_1: 0.2104559987783432 (0.20434460256780898) | > loss_disc_real_2: 0.1847226470708847 (0.21254049667290278) | > loss_disc_real_3: 0.20628872513771057 (0.22874783405235835) | > loss_disc_real_4: 0.21064290404319763 (0.23235621516193664) | > loss_disc_real_5: 0.2258348912000656 (0.23345730879477092) | > loss_0: 2.307986259460449 (2.3758545773369923) | > grad_norm_0: tensor(11.9033, device='cuda:0') (tensor(9.8784, device='cuda:0')) | > loss_gen: 2.5770297050476074 (2.462267279624939) | > loss_kl: 1.8176378011703491 (1.9669806872095381) | > loss_feat: 6.76821756362915 (6.714993613106864) | > loss_mel: 17.239543914794922 (17.770638874598912) | > loss_duration: 2.02520751953125 (2.0880618606294905) | > loss_1: 30.427637100219727 (31.002942085266113) | > grad_norm_1: tensor(157.1251, device='cuda:0') (tensor(131.5071, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3575 (0.36269216878073557) | > loader_time: 0.0029 (0.003088831901550293)  --> TIME: 2024-06-11 21:46:56 -- STEP: 39/330 -- GLOBAL_STEP: 316400 | > loss_disc: 2.3884084224700928 (2.3492999993837795) | > loss_disc_real_0: 0.13123171031475067 (0.10888595821765754) | > loss_disc_real_1: 0.20240074396133423 (0.19764832617380682) | > loss_disc_real_2: 0.2530514597892761 (0.21213484077881545) | > loss_disc_real_3: 0.22475753724575043 (0.23025764524936676) | > loss_disc_real_4: 0.22608156502246857 (0.2350382617650888) | > loss_disc_real_5: 0.2032422125339508 (0.22438428570062685) | > loss_0: 2.3884084224700928 (2.3492999993837795) | > grad_norm_0: tensor(9.6874, device='cuda:0') (tensor(10.0489, device='cuda:0')) | > loss_gen: 2.494194984436035 (2.5108917982150345) | > loss_kl: 2.1704564094543457 (1.9721652666727703) | > loss_feat: 7.718880653381348 (6.988402941288093) | > loss_mel: 16.682533264160156 (17.64820118439503) | > loss_duration: 2.0124552249908447 (2.0232766958383412) | > loss_1: 31.078521728515625 (31.1429380270151) | > grad_norm_1: tensor(66.1253, device='cuda:0') (tensor(117.6765, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3728 (0.3594892697456555) | > loader_time: 0.0033 (0.0032889170524401544)  --> TIME: 2024-06-11 21:47:05 -- STEP: 64/330 -- GLOBAL_STEP: 316425 | > loss_disc: 2.464210033416748 (2.351617552340031) | > loss_disc_real_0: 0.1598396599292755 (0.1127970868255943) | > loss_disc_real_1: 0.19658055901527405 (0.1999167813919485) | > loss_disc_real_2: 0.23417866230010986 (0.2125118225812912) | > loss_disc_real_3: 0.25575196743011475 (0.2283620829693973) | > loss_disc_real_4: 0.2631883919239044 (0.23045553592965007) | > loss_disc_real_5: 0.24487489461898804 (0.22277192026376724) | > loss_0: 2.464210033416748 (2.351617552340031) | > grad_norm_0: tensor(9.4145, device='cuda:0') (tensor(9.0081, device='cuda:0')) | > loss_gen: 2.464111328125 (2.5137444175779815) | > loss_kl: 1.834464430809021 (1.9672322999686003) | > loss_feat: 6.679359436035156 (7.03371661901474) | > loss_mel: 17.718162536621094 (17.600333154201508) | > loss_duration: 1.9976226091384888 (2.0043952595442533) | > loss_1: 30.693721771240234 (31.119421899318695) | > grad_norm_1: tensor(75.5205, device='cuda:0') (tensor(102.1971, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3663 (0.3605816885828972) | > loader_time: 0.0035 (0.003398474305868149)  --> TIME: 2024-06-11 21:47:15 -- STEP: 89/330 -- GLOBAL_STEP: 316450 | > loss_disc: 2.393735408782959 (2.3599432988113227) | > loss_disc_real_0: 0.11280728131532669 (0.11299874842836616) | > loss_disc_real_1: 0.2013358175754547 (0.2007361546661077) | > loss_disc_real_2: 0.18977969884872437 (0.21154100958550914) | > loss_disc_real_3: 0.23609527945518494 (0.22910898136958646) | > loss_disc_real_4: 0.24331291019916534 (0.2311975634499882) | > loss_disc_real_5: 0.23199120163917542 (0.22258486004357927) | > loss_0: 2.393735408782959 (2.3599432988113227) | > grad_norm_0: tensor(18.5323, device='cuda:0') (tensor(9.1056, device='cuda:0')) | > loss_gen: 2.3259758949279785 (2.4822252439648915) | > loss_kl: 1.9599599838256836 (1.972149523456445) | > loss_feat: 6.463322639465332 (6.967176769556624) | > loss_mel: 16.504919052124023 (17.50636337580306) | > loss_duration: 2.025899648666382 (1.997204968098844) | > loss_1: 29.28007698059082 (30.92511997865827) | > grad_norm_1: tensor(266.9673, device='cuda:0') (tensor(111.2958, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3768 (0.36272787244132393) | > loader_time: 0.0043 (0.0034821301363827137)  --> TIME: 2024-06-11 21:47:24 -- STEP: 114/330 -- GLOBAL_STEP: 316475 | > loss_disc: 2.3223345279693604 (2.3605591267870185) | > loss_disc_real_0: 0.08071523904800415 (0.11312389478348849) | > loss_disc_real_1: 0.15509329736232758 (0.19962984022864125) | > loss_disc_real_2: 0.19876442849636078 (0.21176410714785257) | > loss_disc_real_3: 0.2270415872335434 (0.22932929258074677) | > loss_disc_real_4: 0.22905932366847992 (0.23127066801514543) | > loss_disc_real_5: 0.20904256403446198 (0.22232914546079802) | > loss_0: 2.3223345279693604 (2.3605591267870185) | > grad_norm_0: tensor(15.5224, device='cuda:0') (tensor(10.6101, device='cuda:0')) | > loss_gen: 2.415865421295166 (2.4781156318229542) | > loss_kl: 2.189256191253662 (1.990610262803864) | > loss_feat: 6.863761901855469 (6.954301097936797) | > loss_mel: 17.68079948425293 (17.452231800347043) | > loss_duration: 2.0083487033843994 (1.9995512449950508) | > loss_1: 31.158031463623047 (30.874810135155393) | > grad_norm_1: tensor(175.6976, device='cuda:0') (tensor(139.3271, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3758 (0.36524344327157005) | > loader_time: 0.0044 (0.003590569161532218)  --> TIME: 2024-06-11 21:47:34 -- STEP: 139/330 -- GLOBAL_STEP: 316500 | > loss_disc: 2.292285919189453 (2.3590849423580034) | > loss_disc_real_0: 0.08970929682254791 (0.1140078679263163) | > loss_disc_real_1: 0.1677633672952652 (0.19843425617801197) | > loss_disc_real_2: 0.21459424495697021 (0.21112227279076473) | > loss_disc_real_3: 0.219806969165802 (0.22918650379283823) | > loss_disc_real_4: 0.21403813362121582 (0.23154292764852372) | > loss_disc_real_5: 0.20077179372310638 (0.2230653476586445) | > loss_0: 2.292285919189453 (2.3590849423580034) | > grad_norm_0: tensor(9.5003, device='cuda:0') (tensor(11.0743, device='cuda:0')) | > loss_gen: 2.4076762199401855 (2.478465109420337) | > loss_kl: 1.8548223972320557 (1.9926375639524392) | > loss_feat: 7.013829231262207 (6.983209592832936) | > loss_mel: 17.005020141601562 (17.477560009030128) | > loss_duration: 2.0633292198181152 (2.0048599208859246) | > loss_1: 30.34467887878418 (30.936732367645924) | > grad_norm_1: tensor(166.5548, device='cuda:0') (tensor(142.5360, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.378 (0.36910994790440843) | > loader_time: 0.0039 (0.0037070572805061614) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_316500.pth  --> TIME: 2024-06-11 21:47:49 -- STEP: 164/330 -- GLOBAL_STEP: 316525 | > loss_disc: 2.3969008922576904 (2.3611762189283603) | > loss_disc_real_0: 0.1672537475824356 (0.11476380114511746) | > loss_disc_real_1: 0.212075874209404 (0.19882286476289354) | > loss_disc_real_2: 0.20417386293411255 (0.2117350721141187) | > loss_disc_real_3: 0.21023117005825043 (0.22922647798933635) | > loss_disc_real_4: 0.209753155708313 (0.23181384156753376) | > loss_disc_real_5: 0.1995166391134262 (0.2235187340255191) | > loss_0: 2.3969008922576904 (2.3611762189283603) | > grad_norm_0: tensor(27.2439, device='cuda:0') (tensor(12.2139, device='cuda:0')) | > loss_gen: 2.3275022506713867 (2.4793562409354415) | > loss_kl: 1.971615195274353 (1.9927560534419082) | > loss_feat: 6.573826789855957 (6.995276224322435) | > loss_mel: 16.772228240966797 (17.475665737942947) | > loss_duration: 2.075361728668213 (2.007805417223676) | > loss_1: 29.72053337097168 (30.95085980252522) | > grad_norm_1: tensor(302.0481, device='cuda:0') (tensor(155.3699, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3747 (0.37208262449357565) | > loader_time: 0.0046 (0.0038617558595610826)  --> TIME: 2024-06-11 21:47:59 -- STEP: 189/330 -- GLOBAL_STEP: 316550 | > loss_disc: 2.4977474212646484 (2.3619647593725306) | > loss_disc_real_0: 0.15682345628738403 (0.11658089387196081) | > loss_disc_real_1: 0.21603752672672272 (0.19855687195661836) | > loss_disc_real_2: 0.21387729048728943 (0.21131450395104745) | > loss_disc_real_3: 0.2332788109779358 (0.22918102066352886) | > loss_disc_real_4: 0.24932636320590973 (0.23083326764523038) | > loss_disc_real_5: 0.2811777591705322 (0.2228817526625578) | > loss_0: 2.4977474212646484 (2.3619647593725306) | > grad_norm_0: tensor(100.0858, device='cuda:0') (tensor(14.6790, device='cuda:0')) | > loss_gen: 2.446967601776123 (2.481825288641389) | > loss_kl: 1.950495958328247 (1.9986676160620633) | > loss_feat: 6.90797758102417 (6.9918983878282015) | > loss_mel: 17.15160369873047 (17.4262553068696) | > loss_duration: 2.099108934402466 (2.0154562696578022) | > loss_1: 30.556156158447266 (30.914102957992956) | > grad_norm_1: tensor(471.7570, device='cuda:0') (tensor(176.5346, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.3907 (0.3744895962811021) | > loader_time: 0.005 (0.003980787973555306)  --> TIME: 2024-06-11 21:48:09 -- STEP: 214/330 -- GLOBAL_STEP: 316575 | > loss_disc: 2.347393751144409 (2.364687067325985) | > loss_disc_real_0: 0.11064878106117249 (0.11622017562807163) | > loss_disc_real_1: 0.20796053111553192 (0.19879143615470868) | > loss_disc_real_2: 0.31352415680885315 (0.21242716574223242) | > loss_disc_real_3: 0.22998102009296417 (0.22951781178746267) | > loss_disc_real_4: 0.23270289599895477 (0.2329973824948908) | > loss_disc_real_5: 0.20727649331092834 (0.22320346750110112) | > loss_0: 2.347393751144409 (2.364687067325985) | > grad_norm_0: tensor(11.3217, device='cuda:0') (tensor(16.2158, device='cuda:0')) | > loss_gen: 2.5791656970977783 (2.4915895294920305) | > loss_kl: 2.0502214431762695 (2.006799470598453) | > loss_feat: 6.254907608032227 (7.011684680653509) | > loss_mel: 16.57215690612793 (17.415720133023854) | > loss_duration: 2.1225552558898926 (2.023554379137879) | > loss_1: 29.57900619506836 (30.94934829818868) | > grad_norm_1: tensor(455.4475, device='cuda:0') (tensor(201.6398, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.4054 (0.37724192565846665) | > loader_time: 0.0052 (0.004122662767071587)  --> TIME: 2024-06-11 21:48:19 -- STEP: 239/330 -- GLOBAL_STEP: 316600 | > loss_disc: 2.4176480770111084 (2.3660443477550817) | > loss_disc_real_0: 0.15121205151081085 (0.11679459381926509) | > loss_disc_real_1: 0.18549276888370514 (0.19877113807151506) | > loss_disc_real_2: 0.21407632529735565 (0.21256911835660494) | > loss_disc_real_3: 0.2357315570116043 (0.2296199109639084) | > loss_disc_real_4: 0.23831912875175476 (0.23211843030971463) | > loss_disc_real_5: 0.2558988034725189 (0.22275539920918616) | > loss_0: 2.4176480770111084 (2.3660443477550817) | > grad_norm_0: tensor(41.9447, device='cuda:0') (tensor(18.4079, device='cuda:0')) | > loss_gen: 2.4588053226470947 (2.4896205848230974) | > loss_kl: 2.058194875717163 (2.0053446287889365) | > loss_feat: 6.644648551940918 (7.005332463954782) | > loss_mel: 17.037460327148438 (17.35104645445758) | > loss_duration: 2.080996036529541 (2.0319493510234334) | > loss_1: 30.28010368347168 (30.883293534921304) | > grad_norm_1: tensor(444.5282, device='cuda:0') (tensor(222.7558, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.4119 (0.38074584885122387) | > loader_time: 0.0057 (0.004263360131235798)  --> TIME: 2024-06-11 21:48:30 -- STEP: 264/330 -- GLOBAL_STEP: 316625 | > loss_disc: 2.4579715728759766 (2.364282067978021) | > loss_disc_real_0: 0.12433551996946335 (0.11710213703300917) | > loss_disc_real_1: 0.24495309591293335 (0.19833503285366477) | > loss_disc_real_2: 0.18171493709087372 (0.21250852727980324) | > loss_disc_real_3: 0.2571960985660553 (0.22973502111254315) | > loss_disc_real_4: 0.2182566225528717 (0.23180738565596667) | > loss_disc_real_5: 0.22018350660800934 (0.22240480701580195) | > loss_0: 2.4579715728759766 (2.364282067978021) | > grad_norm_0: tensor(37.7755, device='cuda:0') (tensor(19.8450, device='cuda:0')) | > loss_gen: 2.3197436332702637 (2.488669634768457) | > loss_kl: 2.0918824672698975 (2.010473191286578) | > loss_feat: 6.8873066902160645 (7.019676499294512) | > loss_mel: 16.23004913330078 (17.29534553759028) | > loss_duration: 2.1617562770843506 (2.0403350090438703) | > loss_1: 29.690738677978516 (30.854499910817) | > grad_norm_1: tensor(256.7056, device='cuda:0') (tensor(239.9503, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.6351 (0.385729808699001) | > loader_time: 0.0056 (0.0044309731685754)  --> TIME: 2024-06-11 21:48:42 -- STEP: 289/330 -- GLOBAL_STEP: 316650 | > loss_disc: 2.4474434852600098 (2.368788512932802) | > loss_disc_real_0: 0.10217791795730591 (0.1190776447781642) | > loss_disc_real_1: 0.1835886687040329 (0.19861880326353554) | > loss_disc_real_2: 0.2104259431362152 (0.21254363619951228) | > loss_disc_real_3: 0.24171242117881775 (0.22949019749890562) | > loss_disc_real_4: 0.2455637902021408 (0.23170272258326258) | > loss_disc_real_5: 0.27800384163856506 (0.22237500723670517) | > loss_0: 2.4474434852600098 (2.368788512932802) | > grad_norm_0: tensor(13.8648, device='cuda:0') (tensor(22.1836, device='cuda:0')) | > loss_gen: 2.514708995819092 (2.4833343994246224) | > loss_kl: 1.9599429368972778 (2.0115485430588764) | > loss_feat: 6.843001842498779 (7.011918355024395) | > loss_mel: 16.3731689453125 (17.2442352334521) | > loss_duration: 2.2111527919769287 (2.050158628130457) | > loss_1: 29.901975631713867 (30.8011951974519) | > grad_norm_1: tensor(436.9391, device='cuda:0') (tensor(257.7093, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.4612 (0.39171117647296416) | > loader_time: 0.006 (0.004567438343404485)  --> TIME: 2024-06-11 21:48:55 -- STEP: 314/330 -- GLOBAL_STEP: 316675 | > loss_disc: 2.35996150970459 (2.3731345986105086) | > loss_disc_real_0: 0.1193547248840332 (0.12019334655183896) | > loss_disc_real_1: 0.21812252700328827 (0.19906477502007394) | > loss_disc_real_2: 0.21484634280204773 (0.21300537471368813) | > loss_disc_real_3: 0.22227133810520172 (0.2300755080713588) | > loss_disc_real_4: 0.2289837896823883 (0.23168538188099103) | > loss_disc_real_5: 0.2244029939174652 (0.22235055267810827) | > loss_0: 2.35996150970459 (2.3731345986105086) | > grad_norm_0: tensor(13.3564, device='cuda:0') (tensor(23.6599, device='cuda:0')) | > loss_gen: 2.448815107345581 (2.4800660101471435) | > loss_kl: 1.9625176191329956 (2.0144492308045634) | > loss_feat: 7.077821254730225 (7.012231779705945) | > loss_mel: 16.983797073364258 (17.19734382325679) | > loss_duration: 2.2490062713623047 (2.062920442432357) | > loss_1: 30.721956253051758 (30.7670113265894) | > grad_norm_1: tensor(100.6307, device='cuda:0') (tensor(274.3966, device='cuda:0')) | > current_lr_0: 0.00018342611802415955 | > current_lr_1: 0.00018342611802415955 | > step_time: 0.528 (0.39999537407212965) | > loader_time: 0.0079 (0.004740814494479233)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5819857120513916 (2.5819857120513916) | > loss_disc_real_0: 0.1396118551492691 (0.1396118551492691) | > loss_disc_real_1: 0.21258148550987244 (0.21258148550987244) | > loss_disc_real_2: 0.17481094598770142 (0.17481094598770142) | > loss_disc_real_3: 0.2603934109210968 (0.2603934109210968) | > loss_disc_real_4: 0.3033643960952759 (0.3033643960952759) | > loss_disc_real_5: 0.3733852505683899 (0.3733852505683899) | > loss_0: 2.5819857120513916 (2.5819857120513916) | > loss_gen: 2.351566791534424 (2.351566791534424) | > loss_kl: 2.4882397651672363 (2.4882397651672363) | > loss_feat: 6.901824951171875 (6.901824951171875) | > loss_mel: 16.367961883544922 (16.367961883544922) | > loss_duration: 2.9703502655029297 (2.9703502655029297) | > loss_1: 31.07994270324707 (31.07994270324707)  --> STEP: 1 | > loss_disc: 2.2972042560577393 (2.2972042560577393) | > loss_disc_real_0: 0.06410704553127289 (0.06410704553127289) | > loss_disc_real_1: 0.27642396092414856 (0.27642396092414856) | > loss_disc_real_2: 0.1881508231163025 (0.1881508231163025) | > loss_disc_real_3: 0.2614329755306244 (0.2614329755306244) | > loss_disc_real_4: 0.2560495138168335 (0.2560495138168335) | > loss_disc_real_5: 0.1804240494966507 (0.1804240494966507) | > loss_0: 2.2972042560577393 (2.2972042560577393) | > loss_gen: 2.195235252380371 (2.195235252380371) | > loss_kl: 2.776822805404663 (2.776822805404663) | > loss_feat: 4.817557334899902 (4.817557334899902) | > loss_mel: 16.85202407836914 (16.85202407836914) | > loss_duration: 2.4410905838012695 (2.4410905838012695) | > loss_1: 29.08272933959961 (29.08272933959961)  --> STEP: 2 | > loss_disc: 2.231212854385376 (2.2642085552215576) | > loss_disc_real_0: 0.041826918721199036 (0.05296698212623596) | > loss_disc_real_1: 0.22498874366283417 (0.25070635229349136) | > loss_disc_real_2: 0.2436663955450058 (0.21590860933065414) | > loss_disc_real_3: 0.21924933791160583 (0.2403411567211151) | > loss_disc_real_4: 0.21809272468090057 (0.23707111924886703) | > loss_disc_real_5: 0.23135028779506683 (0.20588716864585876) | > loss_0: 2.231212854385376 (2.2642085552215576) | > loss_gen: 2.3859992027282715 (2.2906172275543213) | > loss_kl: 3.2807018756866455 (3.0287623405456543) | > loss_feat: 5.8243303298950195 (5.320943832397461) | > loss_mel: 18.27193832397461 (17.561981201171875) | > loss_duration: 2.548692226409912 (2.494891405105591) | > loss_1: 32.31166076660156 (30.697195053100586)  --> STEP: 3 | > loss_disc: 2.345452308654785 (2.291289806365967) | > loss_disc_real_0: 0.06622645258903503 (0.057386805613835655) | > loss_disc_real_1: 0.23269328474998474 (0.24470199644565582) | > loss_disc_real_2: 0.13106803596019745 (0.18762841820716858) | > loss_disc_real_3: 0.2168537825345993 (0.23251203199227652) | > loss_disc_real_4: 0.24365448951721191 (0.239265576004982) | > loss_disc_real_5: 0.25173503160476685 (0.22116978963216147) | > loss_0: 2.345452308654785 (2.291289806365967) | > loss_gen: 2.278427839279175 (2.2865540981292725) | > loss_kl: 3.40397310256958 (3.1538325945536294) | > loss_feat: 6.256487846374512 (5.632791837056478) | > loss_mel: 16.859909057617188 (17.327957153320312) | > loss_duration: 2.300424098968506 (2.4300689697265625) | > loss_1: 31.09922218322754 (30.831204096476238)  --> STEP: 4 | > loss_disc: 2.459707736968994 (2.3333942890167236) | > loss_disc_real_0: 0.12219130992889404 (0.07358793169260025) | > loss_disc_real_1: 0.2360573261976242 (0.24254082888364792) | > loss_disc_real_2: 0.2204292267560959 (0.1958286203444004) | > loss_disc_real_3: 0.26986175775527954 (0.24184946343302727) | > loss_disc_real_4: 0.2750777304172516 (0.2482186146080494) | > loss_disc_real_5: 0.2538169026374817 (0.22933156788349152) | > loss_0: 2.459707736968994 (2.3333942890167236) | > loss_gen: 2.2626190185546875 (2.280570328235626) | > loss_kl: 3.7406117916107178 (3.3005273938179016) | > loss_feat: 5.427679538726807 (5.58151376247406) | > loss_mel: 17.868478775024414 (17.463087558746338) | > loss_duration: 2.3803348541259766 (2.417635440826416) | > loss_1: 31.679723739624023 (31.043334007263184)  --> STEP: 5 | > loss_disc: 2.3370749950408936 (2.3341304302215575) | > loss_disc_real_0: 0.09823906421661377 (0.07851815819740296) | > loss_disc_real_1: 0.2846358120441437 (0.2509598255157471) | > loss_disc_real_2: 0.21292656660079956 (0.19924820959568024) | > loss_disc_real_3: 0.27288898825645447 (0.2480573683977127) | > loss_disc_real_4: 0.276108980178833 (0.2537966877222061) | > loss_disc_real_5: 0.25462207198143005 (0.23438966870307923) | > loss_0: 2.3370749950408936 (2.3341304302215575) | > loss_gen: 2.481128215789795 (2.32068190574646) | > loss_kl: 2.681570291519165 (3.1767359733581544) | > loss_feat: 5.419295787811279 (5.549070167541504) | > loss_mel: 17.506637573242188 (17.47179756164551) | > loss_duration: 2.381770372390747 (2.410462427139282) | > loss_1: 30.47040367126465 (30.928747940063477)  --> STEP: 6 | > loss_disc: 2.2547144889831543 (2.320894440015157) | > loss_disc_real_0: 0.09371311217546463 (0.0810506505270799) | > loss_disc_real_1: 0.2938065230846405 (0.2581009417772293) | > loss_disc_real_2: 0.21435266733169556 (0.20176561921834946) | > loss_disc_real_3: 0.24134401977062225 (0.2469384769598643) | > loss_disc_real_4: 0.2226451188325882 (0.24860475957393646) | > loss_disc_real_5: 0.24274398386478424 (0.2357820545633634) | > loss_0: 2.2547144889831543 (2.320894440015157) | > loss_gen: 2.721792697906494 (2.387533704439799) | > loss_kl: 2.9745519161224365 (3.1430386304855347) | > loss_feat: 5.814817428588867 (5.5933613777160645) | > loss_mel: 17.75417709350586 (17.518860816955566) | > loss_duration: 2.184270143508911 (2.372763713200887) | > loss_1: 31.449609756469727 (31.01555824279785)  --> STEP: 7 | > loss_disc: 2.3338088989257812 (2.322739362716675) | > loss_disc_real_0: 0.0368138812482357 (0.07473111205867358) | > loss_disc_real_1: 0.2768981456756592 (0.26078625661986216) | > loss_disc_real_2: 0.17304028570652008 (0.19766200014523097) | > loss_disc_real_3: 0.2912258207798004 (0.2532652403627123) | > loss_disc_real_4: 0.28427937626838684 (0.2537011333874294) | > loss_disc_real_5: 0.23856620490550995 (0.2361797903265272) | > loss_0: 2.3338088989257812 (2.322739362716675) | > loss_gen: 2.5412189960479736 (2.4094887460981096) | > loss_kl: 4.071359634399414 (3.275655916758946) | > loss_feat: 7.619959354400635 (5.882875374385288) | > loss_mel: 17.77044677734375 (17.55480166843959) | > loss_duration: 2.4606668949127197 (2.3853213105882918) | > loss_1: 34.46364974975586 (31.508142743791854)  --> STEP: 8 | > loss_disc: 2.3405091762542725 (2.3249605894088745) | > loss_disc_real_0: 0.11946570128202438 (0.08032293571159244) | > loss_disc_real_1: 0.2430000901222229 (0.25856298580765724) | > loss_disc_real_2: 0.18744409084320068 (0.1963847614824772) | > loss_disc_real_3: 0.239759162068367 (0.25157698057591915) | > loss_disc_real_4: 0.2986825704574585 (0.259323813021183) | > loss_disc_real_5: 0.2684245705604553 (0.2402103878557682) | > loss_0: 2.3405091762542725 (2.3249605894088745) | > loss_gen: 2.9320263862609863 (2.4748059511184692) | > loss_kl: 3.0152547359466553 (3.2431057691574097) | > loss_feat: 9.837627410888672 (6.377219378948212) | > loss_mel: 17.699203491210938 (17.57285189628601) | > loss_duration: 2.275285482406616 (2.3715668320655823) | > loss_1: 35.759395599365234 (32.039549350738525)  --> STEP: 9 | > loss_disc: 2.442331552505493 (2.338001807530721) | > loss_disc_real_0: 0.14237229526042938 (0.08721730899479654) | > loss_disc_real_1: 0.25069838762283325 (0.257689141564899) | > loss_disc_real_2: 0.22309425473213196 (0.19935248295466104) | > loss_disc_real_3: 0.26617810130119324 (0.25319932732317185) | > loss_disc_real_4: 0.26066410541534424 (0.25947273439831203) | > loss_disc_real_5: 0.23762387037277222 (0.2399229970243242) | > loss_0: 2.442331552505493 (2.338001807530721) | > loss_gen: 2.5797386169433594 (2.4864651362101235) | > loss_kl: 2.5567984580993652 (3.1668494012620716) | > loss_feat: 10.507171630859375 (6.8361029624938965) | > loss_mel: 18.752538681030273 (17.70392820570204) | > loss_duration: 2.1798174381256104 (2.35026134385003) | > loss_1: 36.57606506347656 (32.54360665215386)  --> STEP: 10 | > loss_disc: 2.381302833557129 (2.3423319101333617) | > loss_disc_real_0: 0.06250527501106262 (0.08474610559642315) | > loss_disc_real_1: 0.2518904209136963 (0.25710926949977875) | > loss_disc_real_2: 0.20557591319084167 (0.19997482597827912) | > loss_disc_real_3: 0.22904525697231293 (0.25078392028808594) | > loss_disc_real_4: 0.2917192876338959 (0.2626973897218704) | > loss_disc_real_5: 0.2606619894504547 (0.24199689626693727) | > loss_0: 2.381302833557129 (2.3423319101333617) | > loss_gen: 2.381767988204956 (2.475995421409607) | > loss_kl: 2.464402198791504 (3.0966046810150147) | > loss_feat: 6.752440929412842 (6.827736759185791) | > loss_mel: 16.882633209228516 (17.621798706054687) | > loss_duration: 2.3472836017608643 (2.349963569641113) | > loss_1: 30.828527450561523 (32.372098731994626)  --> STEP: 11 | > loss_disc: 2.5010457038879395 (2.3567604368383233) | > loss_disc_real_0: 0.06883066147565842 (0.08329924703998999) | > loss_disc_real_1: 0.21496547758579254 (0.2532780156894164) | > loss_disc_real_2: 0.22209632396697998 (0.2019858712499792) | > loss_disc_real_3: 0.2738330364227295 (0.25287929448214447) | > loss_disc_real_4: 0.30073773860931396 (0.2661556032570926) | > loss_disc_real_5: 0.3026897609233856 (0.24751442941752347) | > loss_0: 2.5010457038879395 (2.3567604368383233) | > loss_gen: 2.3211312294006348 (2.4619168584997) | > loss_kl: 3.0223124027252197 (3.089850837534124) | > loss_feat: 5.80112886428833 (6.734408768740567) | > loss_mel: 16.86884117126465 (17.553348021073774) | > loss_duration: 2.5698039531707764 (2.369949059052901) | > loss_1: 30.58321762084961 (32.20947317643599)  --> STEP: 12 | > loss_disc: 2.5215585231781006 (2.3704936106999717) | > loss_disc_real_0: 0.11740614473819733 (0.0861414885148406) | > loss_disc_real_1: 0.2630757689476013 (0.25409449512759846) | > loss_disc_real_2: 0.19153548777103424 (0.20111500596006712) | > loss_disc_real_3: 0.25856882333755493 (0.253353421886762) | > loss_disc_real_4: 0.2430938482284546 (0.26423379033803945) | > loss_disc_real_5: 0.2256396859884262 (0.24569153413176537) | > loss_0: 2.5215585231781006 (2.3704936106999717) | > loss_gen: 2.34775710105896 (2.4524035453796387) | > loss_kl: 2.847001075744629 (3.0696133573849997) | > loss_feat: 5.6970415115356445 (6.647961497306824) | > loss_mel: 15.909701347351074 (17.416377464930218) | > loss_duration: 2.2480812072753906 (2.359793404738108) | > loss_1: 29.04958152770996 (31.94614887237549)  --> STEP: 13 | > loss_disc: 2.3493552207946777 (2.368867580707257) | > loss_disc_real_0: 0.11712395399808884 (0.08852475509047508) | > loss_disc_real_1: 0.271106481552124 (0.2554031094679466) | > loss_disc_real_2: 0.23168332874774933 (0.20346641540527344) | > loss_disc_real_3: 0.29892852902412415 (0.2568591993588668) | > loss_disc_real_4: 0.27440518140792847 (0.26501620503572326) | > loss_disc_real_5: 0.26189517974853516 (0.24693796840997842) | > loss_0: 2.3493552207946777 (2.368867580707257) | > loss_gen: 2.690855026245117 (2.4707459669846754) | > loss_kl: 3.049245834350586 (3.0680466248438907) | > loss_feat: 6.267357349395752 (6.618684255159819) | > loss_mel: 16.96750831604004 (17.38184906886174) | > loss_duration: 2.2529983520507812 (2.351578400685237) | > loss_1: 31.227964401245117 (31.890903913057766)  --> STEP: 14 | > loss_disc: 2.4112284183502197 (2.371893354824611) | > loss_disc_real_0: 0.14776040613651276 (0.09275587302233491) | > loss_disc_real_1: 0.25396883487701416 (0.25530066128288) | > loss_disc_real_2: 0.15345939993858337 (0.19989448572908128) | > loss_disc_real_3: 0.2452353835105896 (0.25602892679827555) | > loss_disc_real_4: 0.33138030767440796 (0.2697564980813436) | > loss_disc_real_5: 0.2758665382862091 (0.24900429482970918) | > loss_0: 2.4112284183502197 (2.371893354824611) | > loss_gen: 2.4988350868225098 (2.472752332687378) | > loss_kl: 3.7371630668640137 (3.115840656416757) | > loss_feat: 6.303138256072998 (6.5961452552250455) | > loss_mel: 17.819063186645508 (17.41307864870344) | > loss_duration: 2.4325287342071533 (2.3573605673653737) | > loss_1: 32.79072570800781 (31.95517689841134)  --> STEP: 15 | > loss_disc: 2.0924150943756104 (2.3532614707946777) | > loss_disc_real_0: 0.037330739200115204 (0.0890608641008536) | > loss_disc_real_1: 0.20991525053977966 (0.2522749672333399) | > loss_disc_real_2: 0.15523135662078857 (0.19691694378852845) | > loss_disc_real_3: 0.23991583287715912 (0.2549547205368678) | > loss_disc_real_4: 0.2597375810146332 (0.26908857027689626) | > loss_disc_real_5: 0.19343209266662598 (0.2452994813521703) | > loss_0: 2.0924150943756104 (2.3532614707946777) | > loss_gen: 2.597029209136963 (2.481037457784017) | > loss_kl: 3.654794454574585 (3.151770909627279) | > loss_feat: 8.617366790771484 (6.730893357594808) | > loss_mel: 18.637296676635742 (17.494693183898924) | > loss_duration: 2.386855363845825 (2.359326887130737) | > loss_1: 35.89334487915039 (32.217721430460614)  --> STEP: 16 | > loss_disc: 2.6165096759796143 (2.3697144836187363) | > loss_disc_real_0: 0.23022550344467163 (0.09788365405984223) | > loss_disc_real_1: 0.30978232622146606 (0.25586917717009783) | > loss_disc_real_2: 0.24665085971355438 (0.20002531353384256) | > loss_disc_real_3: 0.23462067544460297 (0.2536838427186012) | > loss_disc_real_4: 0.3199431896209717 (0.272266983985901) | > loss_disc_real_5: 0.21848732233047485 (0.24362372141331434) | > loss_0: 2.6165096759796143 (2.3697144836187363) | > loss_gen: 2.3643836975097656 (2.473746597766876) | > loss_kl: 2.496262550354004 (3.110801637172699) | > loss_feat: 7.345767021179199 (6.769322961568832) | > loss_mel: 15.580135345458984 (17.37503331899643) | > loss_duration: 2.366654396057129 (2.359784856438637) | > loss_1: 30.153202056884766 (32.08868896961212)  --> STEP: 17 | > loss_disc: 2.70693302154541 (2.389550868202658) | > loss_disc_real_0: 0.15278193354606628 (0.1011129646178554) | > loss_disc_real_1: 0.2561759352684021 (0.2558872217641157) | > loss_disc_real_2: 0.23230968415737152 (0.20192439415875604) | > loss_disc_real_3: 0.24996663630008698 (0.2534651835175121) | > loss_disc_real_4: 0.2809073328971863 (0.27277523980421187) | > loss_disc_real_5: 0.4013316035270691 (0.2529006556552999) | > loss_0: 2.70693302154541 (2.389550868202658) | > loss_gen: 2.282170295715332 (2.46247740352855) | > loss_kl: 2.8433735370635986 (3.095070572460399) | > loss_feat: 5.458834171295166 (6.692235385670381) | > loss_mel: 16.828201293945312 (17.34286672928754) | > loss_duration: 2.4837591648101807 (2.3670774628134335) | > loss_1: 29.896337509155273 (31.959727118997012)  --> STEP: 18 | > loss_disc: 2.3190441131591797 (2.3856338262557983) | > loss_disc_real_0: 0.1054653450846672 (0.10135476353267829) | > loss_disc_real_1: 0.19262546300888062 (0.2523726796110471) | > loss_disc_real_2: 0.15588107705116272 (0.19936643209722307) | > loss_disc_real_3: 0.25081634521484375 (0.25331802583403057) | > loss_disc_real_4: 0.23811852931976318 (0.2708498669995203) | > loss_disc_real_5: 0.23332105576992035 (0.2518129001061122) | > loss_0: 2.3190441131591797 (2.3856338262557983) | > loss_gen: 2.6387181282043457 (2.4722685548994274) | > loss_kl: 3.0963921546936035 (3.095143993695577) | > loss_feat: 8.609983444213867 (6.798776944478353) | > loss_mel: 18.58531951904297 (17.411891884273953) | > loss_duration: 2.245398998260498 (2.3603175481160483) | > loss_1: 35.175811767578125 (32.13839848836263)  --> STEP: 19 | > loss_disc: 2.5524067878723145 (2.3944113505514046) | > loss_disc_real_0: 0.18876436352729797 (0.105955268795553) | > loss_disc_real_1: 0.2455994337797165 (0.2520161929883455) | > loss_disc_real_2: 0.20796304941177368 (0.19981888564009415) | > loss_disc_real_3: 0.24838261306285858 (0.25305826726712677) | > loss_disc_real_4: 0.31103089451789856 (0.2729646579215402) | > loss_disc_real_5: 0.21027448773384094 (0.24962666787599264) | > loss_0: 2.5524067878723145 (2.3944113505514046) | > loss_gen: 2.2609782218933105 (2.4611480110570003) | > loss_kl: 2.2380435466766357 (3.0500334438524748) | > loss_feat: 6.972103595733643 (6.807899399807579) | > loss_mel: 15.189353942871094 (17.294916203147487) | > loss_duration: 2.3149514198303223 (2.3579298571536413) | > loss_1: 28.975431442260742 (31.971926538567793)  --> STEP: 20 | > loss_disc: 2.4645442962646484 (2.397917997837067) | > loss_disc_real_0: 0.07836852967739105 (0.1045759318396449) | > loss_disc_real_1: 0.29126888513565063 (0.2539788275957108) | > loss_disc_real_2: 0.1973801702260971 (0.1996969498693943) | > loss_disc_real_3: 0.2830576002597809 (0.25455823391675947) | > loss_disc_real_4: 0.28667500615119934 (0.2736501753330231) | > loss_disc_real_5: 0.2999105751514435 (0.25214086323976515) | > loss_0: 2.4645442962646484 (2.397917997837067) | > loss_gen: 2.379028797149658 (2.4570420503616335) | > loss_kl: 2.416184902191162 (3.0183410167694094) | > loss_feat: 5.278608798980713 (6.731434869766235) | > loss_mel: 17.77269172668457 (17.31880497932434) | > loss_duration: 2.2792954444885254 (2.3539981365203855) | > loss_1: 30.125808715820312 (31.87962064743042)  --> STEP: 21 | > loss_disc: 2.2559080123901367 (2.391155617577689) | > loss_disc_real_0: 0.08033622056245804 (0.10342165987406458) | > loss_disc_real_1: 0.2016008496284485 (0.25148463816869826) | > loss_disc_real_2: 0.20067301392555237 (0.19974342911016374) | > loss_disc_real_3: 0.22607843577861786 (0.25320205305303845) | > loss_disc_real_4: 0.22605054080486298 (0.2713835260697774) | > loss_disc_real_5: 0.18061700463294983 (0.24873496521086919) | > loss_0: 2.2559080123901367 (2.391155617577689) | > loss_gen: 2.24687123298645 (2.4470339162009105) | > loss_kl: 3.2682435512542725 (3.0302411374591647) | > loss_feat: 6.751064300537109 (6.732369604564848) | > loss_mel: 15.430156707763672 (17.22886934734526) | > loss_duration: 2.167628526687622 (2.3451233931950157) | > loss_1: 29.86396598815918 (31.78363709222703)  --> STEP: 22 | > loss_disc: 2.3523917198181152 (2.389393622224981) | > loss_disc_real_0: 0.13567489385604858 (0.10488771596415476) | > loss_disc_real_1: 0.15787482261657715 (0.24722964655269275) | > loss_disc_real_2: 0.19188061356544495 (0.1993860284035856) | > loss_disc_real_3: 0.23212414979934692 (0.25224396654150705) | > loss_disc_real_4: 0.2513798475265503 (0.2704742679541762) | > loss_disc_real_5: 0.26179781556129456 (0.24932873113588852) | > loss_0: 2.3523917198181152 (2.389393622224981) | > loss_gen: 2.317242383956909 (2.4411343010989106) | > loss_kl: 2.303206443786621 (2.9971941059285943) | > loss_feat: 8.335412979125977 (6.805235212499445) | > loss_mel: 16.954225540161133 (17.2163855379278) | > loss_duration: 2.205789566040039 (2.338790037415244) | > loss_1: 32.115875244140625 (31.798738826404918)  --> STEP: 23 | > loss_disc: 2.6178627014160156 (2.3993270604506782) | > loss_disc_real_0: 0.15661223232746124 (0.1071366079799507) | > loss_disc_real_1: 0.2850959300994873 (0.24887600670690121) | > loss_disc_real_2: 0.24581991136074066 (0.20140489287998364) | > loss_disc_real_3: 0.2696930468082428 (0.25300262220527814) | > loss_disc_real_4: 0.33389872312545776 (0.27323185296162317) | > loss_disc_real_5: 0.35843488574028015 (0.25407247698825336) | > loss_0: 2.6178627014160156 (2.3993270604506782) | > loss_gen: 2.5525636672973633 (2.445979056151017) | > loss_kl: 2.564852237701416 (2.978396633396978) | > loss_feat: 6.09617805480957 (6.774406640425973) | > loss_mel: 15.655604362487793 (17.14852548682171) | > loss_duration: 2.3210744857788086 (2.3380197960397466) | > loss_1: 29.19027328491211 (31.68532728112262)  --> STEP: 24 | > loss_disc: 2.355562686920166 (2.397503544886907) | > loss_disc_real_0: 0.11361759901046753 (0.1074066492728889) | > loss_disc_real_1: 0.20265759527683258 (0.24695023956398168) | > loss_disc_real_2: 0.2008887380361557 (0.20138338642815748) | > loss_disc_real_3: 0.22175587713718414 (0.25170067449410755) | > loss_disc_real_4: 0.25187328457832336 (0.272341912612319) | > loss_disc_real_5: 0.2856985330581665 (0.25539022932449973) | > loss_0: 2.355562686920166 (2.397503544886907) | > loss_gen: 2.32503342628479 (2.440939654906591) | > loss_kl: 3.008063316345215 (2.9796327451864877) | > loss_feat: 5.983506202697754 (6.74145245552063) | > loss_mel: 18.31962013244629 (17.19732109705607) | > loss_duration: 2.4422366619110107 (2.3423621654510494) | > loss_1: 32.078460693359375 (31.70170783996582)  --> STEP: 25 | > loss_disc: 2.470421314239502 (2.4004202556610106) | > loss_disc_real_0: 0.1467948704957962 (0.10898217812180519) | > loss_disc_real_1: 0.17359556257724762 (0.24401605248451233) | > loss_disc_real_2: 0.19128048419952393 (0.20097927033901214) | > loss_disc_real_3: 0.27220889925956726 (0.25252100348472595) | > loss_disc_real_4: 0.2557138502597809 (0.2716767901182175) | > loss_disc_real_5: 0.21594911813735962 (0.25381258487701414) | > loss_0: 2.470421314239502 (2.4004202556610106) | > loss_gen: 2.2366459369659424 (2.432767906188965) | > loss_kl: 2.855083465576172 (2.9746507740020753) | > loss_feat: 8.025985717773438 (6.792833786010743) | > loss_mel: 16.924367904663086 (17.186402969360348) | > loss_duration: 2.4150071144104004 (2.345267963409423) | > loss_1: 32.45709228515625 (31.73192321777344)  --> STEP: 26 | > loss_disc: 2.6247730255126953 (2.409049208347614) | > loss_disc_real_0: 0.08717025071382523 (0.10814325783688289) | > loss_disc_real_1: 0.11262218654155731 (0.23896244225593713) | > loss_disc_real_2: 0.17017002403736115 (0.1997942993274102) | > loss_disc_real_3: 0.22514282166957855 (0.25146799649183565) | > loss_disc_real_4: 0.22831320762634277 (0.2700089600223762) | > loss_disc_real_5: 0.1818227469921112 (0.251043744958364) | > loss_0: 2.6247730255126953 (2.409049208347614) | > loss_gen: 1.6537795066833496 (2.402806813900287) | > loss_kl: 2.5579564571380615 (2.9586240695073056) | > loss_feat: 9.291335105895996 (6.888929990621714) | > loss_mel: 22.506107330322266 (17.391006983243496) | > loss_duration: 2.3277578353881836 (2.344594496947068) | > loss_1: 38.336936950683594 (31.98596220750075) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024989751669076774 (-5.211279942439126e-05) | > avg_loss_disc: 2.409049208347614 (-0.04902504957639264) | > avg_loss_disc_real_0: 0.10814325783688289 (-0.032541311560915054) | > avg_loss_disc_real_1: 0.23896244225593713 (+0.01204963429616046) | > avg_loss_disc_real_2: 0.1997942993274102 (-0.058242535361876874) | > avg_loss_disc_real_3: 0.25146799649183565 (-0.03881946091468519) | > avg_loss_disc_real_4: 0.2700089600223762 (+0.04007840901613241) | > avg_loss_disc_real_5: 0.251043744958364 (-0.0059154589588825135) | > avg_loss_0: 2.409049208347614 (-0.04902504957639264) | > avg_loss_gen: 2.402806813900287 (-0.13679935381962727) | > avg_loss_kl: 2.9586240695073056 (+0.08751256649310779) | > avg_loss_feat: 6.888929990621714 (+0.15732724849994373) | > avg_loss_mel: 17.391006983243496 (+0.26040601730345614) | > avg_loss_duration: 2.344594496947068 (-0.011391612199637358) | > avg_loss_1: 31.98596220750075 (+0.3570549304668731)  > EPOCH: 693/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:49:24)   --> TIME: 2024-06-11 21:49:28 -- STEP: 9/330 -- GLOBAL_STEP: 316700 | > loss_disc: 2.391051769256592 (2.368423249986437) | > loss_disc_real_0: 0.08640918135643005 (0.10185006509224574) | > loss_disc_real_1: 0.1630457043647766 (0.1897207647562027) | > loss_disc_real_2: 0.23613978922367096 (0.21504033936394584) | > loss_disc_real_3: 0.23272916674613953 (0.23927862445513406) | > loss_disc_real_4: 0.24180294573307037 (0.24238161080413395) | > loss_disc_real_5: 0.24520055949687958 (0.22726723551750183) | > loss_0: 2.391051769256592 (2.368423249986437) | > grad_norm_0: tensor(11.9944, device='cuda:0') (tensor(8.6674, device='cuda:0')) | > loss_gen: 2.473799705505371 (2.4773759841918945) | > loss_kl: 1.9782295227050781 (1.9485071500142415) | > loss_feat: 6.158641815185547 (6.791962464650472) | > loss_mel: 17.534515380859375 (17.74672465854221) | > loss_duration: 2.0858371257781982 (2.1281427807278104) | > loss_1: 30.23102378845215 (31.092713250054253) | > grad_norm_1: tensor(61.7063, device='cuda:0') (tensor(86.5140, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3428 (0.3611094421810574) | > loader_time: 0.003 (0.00326183107164171)  --> TIME: 2024-06-11 21:49:37 -- STEP: 34/330 -- GLOBAL_STEP: 316725 | > loss_disc: 2.453300714492798 (2.362112276694353) | > loss_disc_real_0: 0.15745815634727478 (0.10929353206473238) | > loss_disc_real_1: 0.22157101333141327 (0.19671326218282476) | > loss_disc_real_2: 0.19050131738185883 (0.21209940314292908) | > loss_disc_real_3: 0.23570941388607025 (0.2299002904225798) | > loss_disc_real_4: 0.21512578427791595 (0.23128980442005045) | > loss_disc_real_5: 0.22167646884918213 (0.2238588653066579) | > loss_0: 2.453300714492798 (2.362112276694353) | > grad_norm_0: tensor(9.3752, device='cuda:0') (tensor(8.3770, device='cuda:0')) | > loss_gen: 2.437161445617676 (2.4653101668638335) | > loss_kl: 1.8125423192977905 (1.9674345745759851) | > loss_feat: 7.57282018661499 (6.861451948390288) | > loss_mel: 16.8746280670166 (17.468136086183435) | > loss_duration: 2.023561477661133 (2.027767668752109) | > loss_1: 30.720712661743164 (30.790100378148697) | > grad_norm_1: tensor(105.6484, device='cuda:0') (tensor(89.7467, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3564 (0.3525884572197409) | > loader_time: 0.0038 (0.003402415443869198)  --> TIME: 2024-06-11 21:49:46 -- STEP: 59/330 -- GLOBAL_STEP: 316750 | > loss_disc: 2.447908401489258 (2.3560669826248932) | > loss_disc_real_0: 0.11439760029315948 (0.11057095898915145) | > loss_disc_real_1: 0.23104937374591827 (0.19612493858499042) | > loss_disc_real_2: 0.234889954328537 (0.21208045189663516) | > loss_disc_real_3: 0.2578412890434265 (0.22896002586615288) | > loss_disc_real_4: 0.24674974381923676 (0.23121161127494552) | > loss_disc_real_5: 0.24796290695667267 (0.2217861285149041) | > loss_0: 2.447908401489258 (2.3560669826248932) | > grad_norm_0: tensor(12.3896, device='cuda:0') (tensor(10.0395, device='cuda:0')) | > loss_gen: 2.523345947265625 (2.4703149835942146) | > loss_kl: 2.0688111782073975 (1.9576885275921578) | > loss_feat: 6.538561820983887 (6.887560909077273) | > loss_mel: 17.321083068847656 (17.407463380845936) | > loss_duration: 1.9510295391082764 (2.0039592132729998) | > loss_1: 30.402830123901367 (30.726987030546542) | > grad_norm_1: tensor(51.8035, device='cuda:0') (tensor(110.8842, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3651 (0.3570077702150507) | > loader_time: 0.0034 (0.0034929251266738117)  --> TIME: 2024-06-11 21:49:56 -- STEP: 84/330 -- GLOBAL_STEP: 316775 | > loss_disc: 2.436732530593872 (2.3621274090948554) | > loss_disc_real_0: 0.14852938055992126 (0.11118350151394095) | > loss_disc_real_1: 0.17917095124721527 (0.19578457872072855) | > loss_disc_real_2: 0.2716803550720215 (0.2132952328593958) | > loss_disc_real_3: 0.2173762023448944 (0.23084512938346183) | > loss_disc_real_4: 0.23202571272850037 (0.23161135897749946) | > loss_disc_real_5: 0.24227210879325867 (0.22324684475149428) | > loss_0: 2.436732530593872 (2.3621274090948554) | > grad_norm_0: tensor(11.8091, device='cuda:0') (tensor(10.5228, device='cuda:0')) | > loss_gen: 2.4765279293060303 (2.47074126061939) | > loss_kl: 2.1692328453063965 (1.9804009199142456) | > loss_feat: 6.484744548797607 (6.965676250911894) | > loss_mel: 16.263351440429688 (17.41420295124962) | > loss_duration: 2.0597357749938965 (1.9975100287369318) | > loss_1: 29.45359230041504 (30.828531378791446) | > grad_norm_1: tensor(273.5171, device='cuda:0') (tensor(132.3418, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3579 (0.3600904317129227) | > loader_time: 0.0038 (0.0036062058948335193)  --> TIME: 2024-06-11 21:50:05 -- STEP: 109/330 -- GLOBAL_STEP: 316800 | > loss_disc: 2.4099948406219482 (2.3600078000934848) | > loss_disc_real_0: 0.13168646395206451 (0.11224959223368845) | > loss_disc_real_1: 0.18352782726287842 (0.1945613766208701) | > loss_disc_real_2: 0.2116641104221344 (0.21282971000999484) | > loss_disc_real_3: 0.23335972428321838 (0.23023204942908856) | > loss_disc_real_4: 0.22748759388923645 (0.23189941732161637) | > loss_disc_real_5: 0.23150575160980225 (0.22338838068717118) | > loss_0: 2.4099948406219482 (2.3600078000934848) | > grad_norm_0: tensor(10.3682, device='cuda:0') (tensor(10.6318, device='cuda:0')) | > loss_gen: 2.354398250579834 (2.471894802303489) | > loss_kl: 1.8984183073043823 (1.9911086657725343) | > loss_feat: 6.479133605957031 (6.951524786992905) | > loss_mel: 17.304841995239258 (17.40615450132877) | > loss_duration: 1.9526969194412231 (1.9983132847952187) | > loss_1: 29.989490509033203 (30.818996079471134) | > grad_norm_1: tensor(70.9167, device='cuda:0') (tensor(139.3383, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3573 (0.3626575907435987) | > loader_time: 0.0047 (0.003678256218586493)  --> TIME: 2024-06-11 21:50:15 -- STEP: 134/330 -- GLOBAL_STEP: 316825 | > loss_disc: 2.3726444244384766 (2.366947110019513) | > loss_disc_real_0: 0.15404540300369263 (0.11387625720296334) | > loss_disc_real_1: 0.21589159965515137 (0.1962047442793846) | > loss_disc_real_2: 0.21203112602233887 (0.21160959096542045) | > loss_disc_real_3: 0.23818279802799225 (0.23095008452881627) | > loss_disc_real_4: 0.20099052786827087 (0.23173848528470567) | > loss_disc_real_5: 0.203653946518898 (0.22387445495644612) | > loss_0: 2.3726444244384766 (2.366947110019513) | > grad_norm_0: tensor(8.6967, device='cuda:0') (tensor(11.6849, device='cuda:0')) | > loss_gen: 2.5242257118225098 (2.4689616818926226) | > loss_kl: 2.103719472885132 (1.996696828906216) | > loss_feat: 7.377723693847656 (6.948400565047763) | > loss_mel: 17.457317352294922 (17.415597709257202) | > loss_duration: 2.0191359519958496 (2.002771182736354) | > loss_1: 31.48212242126465 (30.832427978515625) | > grad_norm_1: tensor(111.0564, device='cuda:0') (tensor(144.4605, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3754 (0.364962560027393) | > loader_time: 0.0039 (0.0037623679459984623)  --> TIME: 2024-06-11 21:50:25 -- STEP: 159/330 -- GLOBAL_STEP: 316850 | > loss_disc: 2.328303098678589 (2.366402575055008) | > loss_disc_real_0: 0.12196886539459229 (0.11464314350167162) | > loss_disc_real_1: 0.1479857861995697 (0.1961709185028976) | > loss_disc_real_2: 0.2066609263420105 (0.2122680052833737) | > loss_disc_real_3: 0.2600908577442169 (0.23042379722655196) | > loss_disc_real_4: 0.2582997679710388 (0.23119642787009664) | > loss_disc_real_5: 0.21443180739879608 (0.22209755504656137) | > loss_0: 2.328303098678589 (2.366402575055008) | > grad_norm_0: tensor(26.3515, device='cuda:0') (tensor(12.6044, device='cuda:0')) | > loss_gen: 2.628169059753418 (2.471345997456485) | > loss_kl: 1.9855316877365112 (2.001944824584626) | > loss_feat: 7.416691303253174 (6.971068898087028) | > loss_mel: 17.35828399658203 (17.411896405729852) | > loss_duration: 2.0188982486724854 (2.0061781811264328) | > loss_1: 31.407573699951172 (30.862434327227515) | > grad_norm_1: tensor(622.0834, device='cuda:0') (tensor(163.0640, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.6036 (0.36729236218914313) | > loader_time: 0.0044 (0.003825714003364995)  --> TIME: 2024-06-11 21:50:34 -- STEP: 184/330 -- GLOBAL_STEP: 316875 | > loss_disc: 2.3074233531951904 (2.3699450143005523) | > loss_disc_real_0: 0.0785813182592392 (0.11575992231297753) | > loss_disc_real_1: 0.18450132012367249 (0.197129722846591) | > loss_disc_real_2: 0.21004725992679596 (0.21227757284498733) | > loss_disc_real_3: 0.2463502585887909 (0.23059671347879845) | > loss_disc_real_4: 0.23986801505088806 (0.23152487781708656) | > loss_disc_real_5: 0.22509491443634033 (0.2227992969362632) | > loss_0: 2.3074233531951904 (2.3699450143005523) | > grad_norm_0: tensor(14.9587, device='cuda:0') (tensor(14.9757, device='cuda:0')) | > loss_gen: 2.728550434112549 (2.4738239309062133) | > loss_kl: 1.9412102699279785 (2.0023669179367) | > loss_feat: 7.286550521850586 (6.975283016329226) | > loss_mel: 17.217071533203125 (17.387507640797153) | > loss_duration: 2.055427312850952 (2.013007550135904) | > loss_1: 31.228809356689453 (30.851989072302114) | > grad_norm_1: tensor(424.7824, device='cuda:0') (tensor(187.6668, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.3762 (0.36913981904154264) | > loader_time: 0.0049 (0.003913561935010163)  --> TIME: 2024-06-11 21:50:44 -- STEP: 209/330 -- GLOBAL_STEP: 316900 | > loss_disc: 2.3627848625183105 (2.371549605182482) | > loss_disc_real_0: 0.10957376658916473 (0.11659923142365863) | > loss_disc_real_1: 0.17429092526435852 (0.19785942122981884) | > loss_disc_real_2: 0.20449283719062805 (0.21253075889137943) | > loss_disc_real_3: 0.2709985077381134 (0.23056443342181485) | > loss_disc_real_4: 0.2820001542568207 (0.23140791636049463) | > loss_disc_real_5: 0.24904978275299072 (0.2228943893783971) | > loss_0: 2.3627848625183105 (2.371549605182482) | > grad_norm_0: tensor(59.2977, device='cuda:0') (tensor(17.4766, device='cuda:0')) | > loss_gen: 2.5544841289520264 (2.4828981052745474) | > loss_kl: 1.9324512481689453 (1.9982825118388867) | > loss_feat: 7.361947059631348 (6.997764694633666) | > loss_mel: 17.193439483642578 (17.384389644604546) | > loss_duration: 2.0977158546447754 (2.0210509072080196) | > loss_1: 31.140037536621094 (30.88438590747888) | > grad_norm_1: tensor(432.4830, device='cuda:0') (tensor(213.4707, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.4055 (0.3714846948687542) | > loader_time: 0.0045 (0.004048038327522825)  --> TIME: 2024-06-11 21:50:55 -- STEP: 234/330 -- GLOBAL_STEP: 316925 | > loss_disc: 2.2816660404205322 (2.370372087527543) | > loss_disc_real_0: 0.09074704349040985 (0.11778950890223697) | > loss_disc_real_1: 0.18724019825458527 (0.19790984263532185) | > loss_disc_real_2: 0.19506485760211945 (0.21205232101373184) | > loss_disc_real_3: 0.230025976896286 (0.23025984609993094) | > loss_disc_real_4: 0.23773795366287231 (0.23081939699303392) | > loss_disc_real_5: 0.20936203002929688 (0.22200453695323732) | > loss_0: 2.2816660404205322 (2.370372087527543) | > grad_norm_0: tensor(71.2668, device='cuda:0') (tensor(20.5775, device='cuda:0')) | > loss_gen: 2.4540798664093018 (2.486371140194754) | > loss_kl: 1.919022798538208 (1.9958617269483396) | > loss_feat: 6.913275718688965 (7.001504680030366) | > loss_mel: 17.148706436157227 (17.35880076172004) | > loss_duration: 2.0871453285217285 (2.029502025017372) | > loss_1: 30.52223014831543 (30.872040381798378) | > grad_norm_1: tensor(503.9922, device='cuda:0') (tensor(235.9028, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.4171 (0.3748985243658736) | > loader_time: 0.0052 (0.004151984157725276)  --> TIME: 2024-06-11 21:51:05 -- STEP: 259/330 -- GLOBAL_STEP: 316950 | > loss_disc: 2.3621110916137695 (2.3704659883580144) | > loss_disc_real_0: 0.14287394285202026 (0.11903981405623172) | > loss_disc_real_1: 0.17467644810676575 (0.197912126089155) | > loss_disc_real_2: 0.1965174674987793 (0.2118468926680134) | > loss_disc_real_3: 0.22770728170871735 (0.23007292694566792) | > loss_disc_real_4: 0.21968144178390503 (0.23072831114056488) | > loss_disc_real_5: 0.2540719509124756 (0.2232123097282579) | > loss_0: 2.3621110916137695 (2.3704659883580144) | > grad_norm_0: tensor(22.7207, device='cuda:0') (tensor(21.8376, device='cuda:0')) | > loss_gen: 2.218898296356201 (2.4893377121811207) | > loss_kl: 1.8403583765029907 (1.9927340856390119) | > loss_feat: 7.044403076171875 (7.010820272806528) | > loss_mel: 17.324623107910156 (17.31767969978361) | > loss_duration: 2.142766237258911 (2.0370253273879233) | > loss_1: 30.5710506439209 (30.847597166378065) | > grad_norm_1: tensor(235.7483, device='cuda:0') (tensor(250.6623, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.4166 (0.37901248066581833) | > loader_time: 0.0058 (0.004271646263976813)  --> TIME: 2024-06-11 21:51:16 -- STEP: 284/330 -- GLOBAL_STEP: 316975 | > loss_disc: 2.333101272583008 (2.3743539586873115) | > loss_disc_real_0: 0.14068865776062012 (0.12002288742961598) | > loss_disc_real_1: 0.22534386813640594 (0.198179411216521) | > loss_disc_real_2: 0.1813601702451706 (0.21194589232474986) | > loss_disc_real_3: 0.20779849588871002 (0.22980602956573729) | > loss_disc_real_4: 0.23321497440338135 (0.23109766069642254) | > loss_disc_real_5: 0.2120833396911621 (0.2232670935106949) | > loss_0: 2.333101272583008 (2.3743539586873115) | > grad_norm_0: tensor(62.7523, device='cuda:0') (tensor(22.9308, device='cuda:0')) | > loss_gen: 2.5056183338165283 (2.4808958533784033) | > loss_kl: 2.0494868755340576 (1.9939863387967507) | > loss_feat: 7.457889556884766 (6.997914225282805) | > loss_mel: 17.04973602294922 (17.25867533012175) | > loss_duration: 2.156400203704834 (2.046576980973633) | > loss_1: 31.219133377075195 (30.778048824256576) | > grad_norm_1: tensor(554.0154, device='cuda:0') (tensor(259.8236, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.4397 (0.38434904981666906) | > loader_time: 0.0065 (0.004437171237569458)  --> TIME: 2024-06-11 21:51:29 -- STEP: 309/330 -- GLOBAL_STEP: 317000 | > loss_disc: 2.5139875411987305 (2.3783458019923227) | > loss_disc_real_0: 0.16536861658096313 (0.12157251197591569) | > loss_disc_real_1: 0.1901804655790329 (0.1992996842344217) | > loss_disc_real_2: 0.1843116730451584 (0.21211591334018898) | > loss_disc_real_3: 0.21370065212249756 (0.2299975734987691) | > loss_disc_real_4: 0.22252310812473297 (0.2322906187726456) | > loss_disc_real_5: 0.23631057143211365 (0.22382030006751275) | > loss_0: 2.5139875411987305 (2.3783458019923227) | > grad_norm_0: tensor(63.8098, device='cuda:0') (tensor(24.2149, device='cuda:0')) | > loss_gen: 2.2541794776916504 (2.482040421476642) | > loss_kl: 2.031919002532959 (1.9982642957693557) | > loss_feat: 6.2751359939575195 (7.016826017003232) | > loss_mel: 15.857950210571289 (17.21389990871392) | > loss_duration: 2.2307205200195312 (2.0581576754745923) | > loss_1: 28.649904251098633 (30.769188359331544) | > grad_norm_1: tensor(314.8288, device='cuda:0') (tensor(276.3645, device='cuda:0')) | > current_lr_0: 0.00018340318975940652 | > current_lr_1: 0.00018340318975940652 | > step_time: 0.5057 (0.39236959824670115) | > loader_time: 0.0074 (0.004633937452989101) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_317000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.459601879119873 (2.459601879119873) | > loss_disc_real_0: 0.2054993212223053 (0.2054993212223053) | > loss_disc_real_1: 0.20910920202732086 (0.20910920202732086) | > loss_disc_real_2: 0.20966294407844543 (0.20966294407844543) | > loss_disc_real_3: 0.24246245622634888 (0.24246245622634888) | > loss_disc_real_4: 0.28039583563804626 (0.28039583563804626) | > loss_disc_real_5: 0.24498096108436584 (0.24498096108436584) | > loss_0: 2.459601879119873 (2.459601879119873) | > loss_gen: 2.5443315505981445 (2.5443315505981445) | > loss_kl: 2.8674073219299316 (2.8674073219299316) | > loss_feat: 6.94966983795166 (6.94966983795166) | > loss_mel: 18.214139938354492 (18.214139938354492) | > loss_duration: 3.083632469177246 (3.083632469177246) | > loss_1: 33.659183502197266 (33.659183502197266)  --> STEP: 1 | > loss_disc: 2.2883265018463135 (2.2883265018463135) | > loss_disc_real_0: 0.07483791559934616 (0.07483791559934616) | > loss_disc_real_1: 0.13137446343898773 (0.13137446343898773) | > loss_disc_real_2: 0.16552209854125977 (0.16552209854125977) | > loss_disc_real_3: 0.22850622236728668 (0.22850622236728668) | > loss_disc_real_4: 0.26188942790031433 (0.26188942790031433) | > loss_disc_real_5: 0.2349037379026413 (0.2349037379026413) | > loss_0: 2.2883265018463135 (2.2883265018463135) | > loss_gen: 2.1805410385131836 (2.1805410385131836) | > loss_kl: 2.8561301231384277 (2.8561301231384277) | > loss_feat: 6.596554279327393 (6.596554279327393) | > loss_mel: 17.351402282714844 (17.351402282714844) | > loss_duration: 2.435354471206665 (2.435354471206665) | > loss_1: 31.419981002807617 (31.419981002807617)  --> STEP: 2 | > loss_disc: 2.378333330154419 (2.333329916000366) | > loss_disc_real_0: 0.1294565349817276 (0.10214722529053688) | > loss_disc_real_1: 0.23985238373279572 (0.18561342358589172) | > loss_disc_real_2: 0.25993984937667847 (0.21273097395896912) | > loss_disc_real_3: 0.22723208367824554 (0.2278691530227661) | > loss_disc_real_4: 0.23018109798431396 (0.24603526294231415) | > loss_disc_real_5: 0.18532492220401764 (0.21011433005332947) | > loss_0: 2.378333330154419 (2.333329916000366) | > loss_gen: 2.2397079467773438 (2.2101244926452637) | > loss_kl: 2.8330652713775635 (2.8445976972579956) | > loss_feat: 6.661757469177246 (6.629155874252319) | > loss_mel: 18.52271270751953 (17.937057495117188) | > loss_duration: 2.4709010124206543 (2.4531277418136597) | > loss_1: 32.728145599365234 (32.074063301086426)  --> STEP: 3 | > loss_disc: 2.2053120136260986 (2.2906572818756104) | > loss_disc_real_0: 0.07362742722034454 (0.0926406259338061) | > loss_disc_real_1: 0.16908614337444305 (0.1801043301820755) | > loss_disc_real_2: 0.10456278920173645 (0.17667491237322488) | > loss_disc_real_3: 0.18654070794582367 (0.2140930046637853) | > loss_disc_real_4: 0.2814035713672638 (0.25782469908396405) | > loss_disc_real_5: 0.24282848834991455 (0.2210190494855245) | > loss_0: 2.2053120136260986 (2.2906572818756104) | > loss_gen: 2.2848825454711914 (2.2350438435872397) | > loss_kl: 3.1196510791778564 (2.936282157897949) | > loss_feat: 7.3371663093566895 (6.865159352620442) | > loss_mel: 17.2720947265625 (17.715403238932293) | > loss_duration: 2.359081506729126 (2.421778996785482) | > loss_1: 32.37287521362305 (32.17366727193197)  --> STEP: 4 | > loss_disc: 2.618913173675537 (2.372721254825592) | > loss_disc_real_0: 0.20236167311668396 (0.12007088772952557) | > loss_disc_real_1: 0.17050281167030334 (0.17770395055413246) | > loss_disc_real_2: 0.21743853390216827 (0.18686581775546074) | > loss_disc_real_3: 0.21315310895442963 (0.21385803073644638) | > loss_disc_real_4: 0.3070582449436188 (0.2701330855488777) | > loss_disc_real_5: 0.21237395703792572 (0.2188577763736248) | > loss_0: 2.618913173675537 (2.372721254825592) | > loss_gen: 2.1386921405792236 (2.2109559178352356) | > loss_kl: 3.315793514251709 (3.031159996986389) | > loss_feat: 6.231021404266357 (6.706624865531921) | > loss_mel: 17.030941009521484 (17.54428768157959) | > loss_duration: 2.325808048248291 (2.397786259651184) | > loss_1: 31.042255401611328 (31.890814304351807)  --> STEP: 5 | > loss_disc: 2.459695339202881 (2.39011607170105) | > loss_disc_real_0: 0.1187446340918541 (0.11980563700199127) | > loss_disc_real_1: 0.23580129444599152 (0.18932341933250427) | > loss_disc_real_2: 0.2538220286369324 (0.20025705993175508) | > loss_disc_real_3: 0.24676162004470825 (0.22043874859809875) | > loss_disc_real_4: 0.33374181389808655 (0.28285483121871946) | > loss_disc_real_5: 0.28221479058265686 (0.2315291792154312) | > loss_0: 2.459695339202881 (2.39011607170105) | > loss_gen: 2.494558811187744 (2.267676496505737) | > loss_kl: 2.792853355407715 (2.9834986686706544) | > loss_feat: 5.081072807312012 (6.38151445388794) | > loss_mel: 18.518306732177734 (17.73909149169922) | > loss_duration: 2.391664981842041 (2.3965620040893554) | > loss_1: 31.27845573425293 (31.768342590332033)  --> STEP: 6 | > loss_disc: 2.4307632446289062 (2.3968906005223594) | > loss_disc_real_0: 0.20330467820167542 (0.1337221438686053) | > loss_disc_real_1: 0.27569258213043213 (0.2037182797988256) | > loss_disc_real_2: 0.2959921956062317 (0.21621291587750116) | > loss_disc_real_3: 0.22803160548210144 (0.22170422474543253) | > loss_disc_real_4: 0.2603183090686798 (0.2790987441937129) | > loss_disc_real_5: 0.1928137242794037 (0.22507660339275995) | > loss_0: 2.4307632446289062 (2.3968906005223594) | > loss_gen: 2.702981948852539 (2.340227405230204) | > loss_kl: 3.058647871017456 (2.9960235357284546) | > loss_feat: 5.663949489593506 (6.2619202931722) | > loss_mel: 18.92285919189453 (17.936386108398438) | > loss_duration: 2.1793885231018066 (2.360366423924764) | > loss_1: 32.527828216552734 (31.89492352803548)  --> STEP: 7 | > loss_disc: 2.3884923458099365 (2.395690849849156) | > loss_disc_real_0: 0.11746209114789963 (0.13139927919421876) | > loss_disc_real_1: 0.2161952406167984 (0.2055007027728217) | > loss_disc_real_2: 0.193988636136055 (0.2130380187715803) | > loss_disc_real_3: 0.21324583888053894 (0.2204958839075906) | > loss_disc_real_4: 0.2637384831905365 (0.2769044211932591) | > loss_disc_real_5: 0.23157264292240143 (0.2260046090398516) | > loss_0: 2.3884923458099365 (2.395690849849156) | > loss_gen: 2.2990996837615967 (2.3343520164489746) | > loss_kl: 4.213190078735352 (3.1699044704437256) | > loss_feat: 6.039815902709961 (6.230191094534738) | > loss_mel: 17.0184326171875 (17.805249895368302) | > loss_duration: 2.4939136505126953 (2.3794445991516113) | > loss_1: 32.064453125 (31.919142041887557)  --> STEP: 8 | > loss_disc: 2.5233466625213623 (2.4116478264331818) | > loss_disc_real_0: 0.1732124388217926 (0.1366259241476655) | > loss_disc_real_1: 0.20693524181842804 (0.2056800201535225) | > loss_disc_real_2: 0.1939045786857605 (0.2106463387608528) | > loss_disc_real_3: 0.21766500174999237 (0.22014202363789082) | > loss_disc_real_4: 0.26430749893188477 (0.2753298059105873) | > loss_disc_real_5: 0.21512149274349213 (0.22464421950280666) | > loss_0: 2.5233466625213623 (2.4116478264331818) | > loss_gen: 2.232600450515747 (2.321633070707321) | > loss_kl: 2.975618600845337 (3.145618736743927) | > loss_feat: 6.336879253387451 (6.243527114391327) | > loss_mel: 15.532244682312012 (17.521124243736267) | > loss_duration: 2.2318074703216553 (2.360989958047867) | > loss_1: 29.30915069580078 (31.59289312362671)  --> STEP: 9 | > loss_disc: 2.3695757389068604 (2.4069731500413685) | > loss_disc_real_0: 0.11941328644752502 (0.1347134088476499) | > loss_disc_real_1: 0.14557614922523499 (0.19900181227260166) | > loss_disc_real_2: 0.18702636659145355 (0.20802189740869734) | > loss_disc_real_3: 0.16917695105075836 (0.2144792377948761) | > loss_disc_real_4: 0.17743447422981262 (0.2644525468349457) | > loss_disc_real_5: 0.17103125154972076 (0.2186872230635749) | > loss_0: 2.3695757389068604 (2.4069731500413685) | > loss_gen: 2.103057861328125 (2.297346936331855) | > loss_kl: 2.0548036098480225 (3.0244170559777155) | > loss_feat: 11.608731269836426 (6.8396609094407825) | > loss_mel: 18.665874481201172 (17.6483187145657) | > loss_duration: 2.1990749835968018 (2.342999405331082) | > loss_1: 36.63154220581055 (32.15274302164713)  --> STEP: 10 | > loss_disc: 2.407682418823242 (2.4070440769195556) | > loss_disc_real_0: 0.1926489770412445 (0.14050696566700935) | > loss_disc_real_1: 0.18292033672332764 (0.19739366471767425) | > loss_disc_real_2: 0.21440446376800537 (0.20866015404462815) | > loss_disc_real_3: 0.20040641725063324 (0.21307195574045182) | > loss_disc_real_4: 0.25068944692611694 (0.2630762368440628) | > loss_disc_real_5: 0.2436269223690033 (0.22118119299411773) | > loss_0: 2.407682418823242 (2.4070440769195556) | > loss_gen: 2.302356719970703 (2.2978479146957396) | > loss_kl: 2.4734928607940674 (2.9693246364593504) | > loss_feat: 5.23942232131958 (6.679637050628662) | > loss_mel: 14.212675094604492 (17.30475435256958) | > loss_duration: 2.3377997875213623 (2.34247944355011) | > loss_1: 26.565746307373047 (31.594043350219728)  --> STEP: 11 | > loss_disc: 2.591057538986206 (2.4237725734710693) | > loss_disc_real_0: 0.2616007924079895 (0.15151549537073483) | > loss_disc_real_1: 0.3008037507534027 (0.2067945816300132) | > loss_disc_real_2: 0.19299769401550293 (0.2072362940419804) | > loss_disc_real_3: 0.289325475692749 (0.22000409391793338) | > loss_disc_real_4: 0.2642173171043396 (0.2631799714131789) | > loss_disc_real_5: 0.23026515543460846 (0.2220070077614351) | > loss_0: 2.591057538986206 (2.4237725734710693) | > loss_gen: 2.544053792953491 (2.3202302672646264) | > loss_kl: 3.5970442295074463 (3.0263900540091773) | > loss_feat: 6.215804100036621 (6.637470418756658) | > loss_mel: 17.83650016784668 (17.353094881231133) | > loss_duration: 2.5036211013793945 (2.357128685170954) | > loss_1: 32.697025299072266 (31.694314436479047)  --> STEP: 12 | > loss_disc: 2.211678981781006 (2.4060981074968972) | > loss_disc_real_0: 0.09126244485378265 (0.14649440782765547) | > loss_disc_real_1: 0.17512090504169464 (0.20415510858098665) | > loss_disc_real_2: 0.2290607988834381 (0.20905500277876854) | > loss_disc_real_3: 0.20138557255268097 (0.218452550470829) | > loss_disc_real_4: 0.2592134475708008 (0.26284942775964737) | > loss_disc_real_5: 0.17944887280464172 (0.21846049651503563) | > loss_0: 2.211678981781006 (2.4060981074968972) | > loss_gen: 2.523674726486206 (2.337183972199758) | > loss_kl: 3.4198708534240723 (3.059180120627085) | > loss_feat: 7.890981197357178 (6.741929650306702) | > loss_mel: 18.607872009277344 (17.45765964190165) | > loss_duration: 2.246346950531006 (2.3478968739509583) | > loss_1: 34.688743591308594 (31.94385019938151)  --> STEP: 13 | > loss_disc: 2.3904807567596436 (2.404896772824801) | > loss_disc_real_0: 0.16419565677642822 (0.14785604236217645) | > loss_disc_real_1: 0.24911311268806458 (0.20761341658922342) | > loss_disc_real_2: 0.20743119716644287 (0.2089300946547435) | > loss_disc_real_3: 0.24742476642131805 (0.22068118246702048) | > loss_disc_real_4: 0.22552651166915894 (0.2599784342142252) | > loss_disc_real_5: 0.2183324694633484 (0.21845064828029045) | > loss_0: 2.3904807567596436 (2.404896772824801) | > loss_gen: 2.3993897438049316 (2.341969031554002) | > loss_kl: 2.627690076828003 (3.0259885787963867) | > loss_feat: 7.5927653312683105 (6.80737854884221) | > loss_mel: 17.638935089111328 (17.471603907071625) | > loss_duration: 2.2722556591033936 (2.342078318962684) | > loss_1: 32.531036376953125 (31.98901836688702)  --> STEP: 14 | > loss_disc: 2.2425477504730225 (2.393300414085388) | > loss_disc_real_0: 0.09210486710071564 (0.1438738155577864) | > loss_disc_real_1: 0.11585849523544312 (0.20105949363538198) | > loss_disc_real_2: 0.20032775402069092 (0.20831564175231115) | > loss_disc_real_3: 0.16432449221611023 (0.21665570459195546) | > loss_disc_real_4: 0.2399197667837143 (0.258545672254903) | > loss_disc_real_5: 0.17075690627098083 (0.21504395242248261) | > loss_0: 2.2425477504730225 (2.393300414085388) | > loss_gen: 2.168276309967041 (2.329562408583505) | > loss_kl: 3.1676650047302246 (3.0361083235059465) | > loss_feat: 8.198060989379883 (6.906713008880615) | > loss_mel: 19.1104736328125 (17.588666030338832) | > loss_duration: 2.3385138511657715 (2.3418237141200473) | > loss_1: 34.98299026489258 (32.20287350245884)  --> STEP: 15 | > loss_disc: 2.4012913703918457 (2.3938331445058187) | > loss_disc_real_0: 0.13134656846523285 (0.14303866575161617) | > loss_disc_real_1: 0.24610884487628937 (0.20406278371810913) | > loss_disc_real_2: 0.23747430741786957 (0.2102595527966817) | > loss_disc_real_3: 0.24891866743564606 (0.21880656878153484) | > loss_disc_real_4: 0.25823089480400085 (0.2585246870915095) | > loss_disc_real_5: 0.22745315730571747 (0.2158712327480316) | > loss_0: 2.4012913703918457 (2.3938331445058187) | > loss_gen: 2.5102107524871826 (2.341605631510417) | > loss_kl: 3.463120222091675 (3.064575783411662) | > loss_feat: 7.828646659851074 (6.9681752522786455) | > loss_mel: 17.638280868530273 (17.59197368621826) | > loss_duration: 2.3243908882141113 (2.3406615257263184) | > loss_1: 33.7646484375 (32.30699183146159)  --> STEP: 16 | > loss_disc: 2.6201672554016113 (2.4079790264368057) | > loss_disc_real_0: 0.24499094486236572 (0.149410683196038) | > loss_disc_real_1: 0.22870682179927826 (0.2056030360981822) | > loss_disc_real_2: 0.17805780470371246 (0.20824694354087114) | > loss_disc_real_3: 0.2098177671432495 (0.218244768679142) | > loss_disc_real_4: 0.22003749012947083 (0.2561192372813821) | > loss_disc_real_5: 0.2257527858018875 (0.2164888298138976) | > loss_0: 2.6201672554016113 (2.4079790264368057) | > loss_gen: 2.220888137817383 (2.334060788154602) | > loss_kl: 2.9176714420318604 (3.055394262075424) | > loss_feat: 7.7001872062683105 (7.013925999403) | > loss_mel: 16.13495635986328 (17.500910103321075) | > loss_duration: 2.375805377960205 (2.3428580164909363) | > loss_1: 31.34950828552246 (32.24714910984039)  --> STEP: 17 | > loss_disc: 2.4307656288146973 (2.409319414811976) | > loss_disc_real_0: 0.16148386895656586 (0.15012087059371612) | > loss_disc_real_1: 0.20299328863620758 (0.20544952154159546) | > loss_disc_real_2: 0.1985313445329666 (0.20767543771687677) | > loss_disc_real_3: 0.2052038311958313 (0.21747765470953548) | > loss_disc_real_4: 0.2636241614818573 (0.2565607034108218) | > loss_disc_real_5: 0.21218164265155792 (0.21623546586317174) | > loss_0: 2.4307656288146973 (2.409319414811976) | > loss_gen: 2.34515118598938 (2.334713164497824) | > loss_kl: 2.522664785385132 (3.0240572340348186) | > loss_feat: 6.966331481933594 (7.0111263219048) | > loss_mel: 16.55331802368164 (17.44516939275405) | > loss_duration: 2.47141170501709 (2.3504199981689453) | > loss_1: 30.85887908935547 (32.16548616745893)  --> STEP: 18 | > loss_disc: 2.215973377227783 (2.3985779682795205) | > loss_disc_real_0: 0.13889533281326294 (0.14949722960591316) | > loss_disc_real_1: 0.1400977373123169 (0.20181886686219108) | > loss_disc_real_2: 0.13860660791397095 (0.2038382805056042) | > loss_disc_real_3: 0.2571123242378235 (0.2196795807944404) | > loss_disc_real_4: 0.25494495034217834 (0.2564709393514527) | > loss_disc_real_5: 0.22058868408203125 (0.21647731131977505) | > loss_0: 2.215973377227783 (2.3985779682795205) | > loss_gen: 2.6086301803588867 (2.3499307764901056) | > loss_kl: 2.696890354156494 (3.0058812962638006) | > loss_feat: 8.880250930786133 (7.114966577953762) | > loss_mel: 17.678319931030273 (17.458122200436062) | > loss_duration: 2.264521598815918 (2.345647864871555) | > loss_1: 34.12861251831055 (32.27454874250624)  --> STEP: 19 | > loss_disc: 2.392666816711426 (2.3982668550390946) | > loss_disc_real_0: 0.24764525890350342 (0.15466291535841792) | > loss_disc_real_1: 0.15652190148830414 (0.19943481605303914) | > loss_disc_real_2: 0.1775866597890854 (0.20245661625736638) | > loss_disc_real_3: 0.2031828761100769 (0.21881133317947388) | > loss_disc_real_4: 0.23070453107357025 (0.2551148125999852) | > loss_disc_real_5: 0.2250228077173233 (0.21692707428806707) | > loss_0: 2.392666816711426 (2.3982668550390946) | > loss_gen: 2.3129711151123047 (2.347985531154432) | > loss_kl: 2.1893234252929688 (2.9629045662127043) | > loss_feat: 6.924209117889404 (7.104926711634586) | > loss_mel: 16.56524085998535 (17.411128445675498) | > loss_duration: 2.3521440029144287 (2.3459897668738114) | > loss_1: 30.343889236450195 (32.17293508429276)  --> STEP: 20 | > loss_disc: 2.155606746673584 (2.386133849620819) | > loss_disc_real_0: 0.17526859045028687 (0.15569319911301135) | > loss_disc_real_1: 0.14903491735458374 (0.19691482111811637) | > loss_disc_real_2: 0.2525005340576172 (0.20495881214737893) | > loss_disc_real_3: 0.21906132996082306 (0.21882383301854133) | > loss_disc_real_4: 0.1895904839038849 (0.2518385961651802) | > loss_disc_real_5: 0.21530784666538239 (0.21684611290693284) | > loss_0: 2.155606746673584 (2.386133849620819) | > loss_gen: 2.950915575027466 (2.3781320333480833) | > loss_kl: 2.2036356925964355 (2.924941122531891) | > loss_feat: 8.61176586151123 (7.180268669128418) | > loss_mel: 19.168697357177734 (17.49900689125061) | > loss_duration: 2.290919780731201 (2.343236267566681) | > loss_1: 35.22593307495117 (32.325584983825685)  --> STEP: 21 | > loss_disc: 2.447983503341675 (2.389079071226574) | > loss_disc_real_0: 0.17487014830112457 (0.1566063871695882) | > loss_disc_real_1: 0.1724904179573059 (0.19575175430093492) | > loss_disc_real_2: 0.22266848385334015 (0.2058021298476628) | > loss_disc_real_3: 0.22638626396656036 (0.21918394877797082) | > loss_disc_real_4: 0.24663400650024414 (0.25159075856208796) | > loss_disc_real_5: 0.2523515522480011 (0.21853684811365037) | > loss_0: 2.447983503341675 (2.389079071226574) | > loss_gen: 2.329418659210205 (2.3758123488653276) | > loss_kl: 2.693819284439087 (2.9139353207179477) | > loss_feat: 4.775991916656494 (7.065779299963088) | > loss_mel: 13.319038391113281 (17.299960772196453) | > loss_duration: 2.2030863761901855 (2.336562463215419) | > loss_1: 25.321353912353516 (31.992050170898438)  --> STEP: 22 | > loss_disc: 2.4762768745422363 (2.3930426077409224) | > loss_disc_real_0: 0.2040344625711441 (0.1587622087787498) | > loss_disc_real_1: 0.2096889615058899 (0.19638526371934198) | > loss_disc_real_2: 0.19099903106689453 (0.20512926172126422) | > loss_disc_real_3: 0.24713440239429474 (0.22045442394234918) | > loss_disc_real_4: 0.23178480565547943 (0.2506904879754239) | > loss_disc_real_5: 0.20274747908115387 (0.21781914952126416) | > loss_0: 2.4762768745422363 (2.3930426077409224) | > loss_gen: 2.293156623840332 (2.3720552704551) | > loss_kl: 2.1928460597991943 (2.881158536130732) | > loss_feat: 8.269970893859863 (7.120515281503851) | > loss_mel: 20.002334594726562 (17.422795945947822) | > loss_duration: 2.2086730003356934 (2.3307493058117954) | > loss_1: 34.96697998046875 (32.12727425315163)  --> STEP: 23 | > loss_disc: 2.3123486042022705 (2.3895341728044595) | > loss_disc_real_0: 0.23753848671913147 (0.1621872643413751) | > loss_disc_real_1: 0.19790633022785187 (0.19645139704579892) | > loss_disc_real_2: 0.16331349313259125 (0.20331118482610452) | > loss_disc_real_3: 0.19900184869766235 (0.2195217032795367) | > loss_disc_real_4: 0.21022360026836395 (0.24893105807511695) | > loss_disc_real_5: 0.21251237392425537 (0.21758842014748117) | > loss_0: 2.3123486042022705 (2.3895341728044595) | > loss_gen: 2.4597299098968506 (2.3758672113003936) | > loss_kl: 2.388312578201294 (2.8597304510033648) | > loss_feat: 7.590644359588623 (7.1409556762031885) | > loss_mel: 17.75271987915039 (17.43714046478272) | > loss_duration: 2.2902607917785645 (2.3289889356364375) | > loss_1: 32.48167037963867 (32.1426827803902)  --> STEP: 24 | > loss_disc: 2.217702627182007 (2.382374525070191) | > loss_disc_real_0: 0.1407497078180313 (0.1612940328195691) | > loss_disc_real_1: 0.12533491849899292 (0.193488210439682) | > loss_disc_real_2: 0.23818160593509674 (0.2047641190389792) | > loss_disc_real_3: 0.23104147613048553 (0.2200016938149929) | > loss_disc_real_4: 0.2858750820159912 (0.25047039240598673) | > loss_disc_real_5: 0.16903817653656006 (0.21556549333035946) | > loss_0: 2.217702627182007 (2.382374525070191) | > loss_gen: 2.4699220657348633 (2.3797861635684963) | > loss_kl: 2.5530776977539062 (2.846953252951304) | > loss_feat: 5.048614978790283 (7.053774813810985) | > loss_mel: 18.260761260986328 (17.471457997957867) | > loss_duration: 2.425563335418701 (2.3330128689606986) | > loss_1: 30.757938385009766 (32.08498509724935)  --> STEP: 25 | > loss_disc: 2.3846962451934814 (2.382467393875123) | > loss_disc_real_0: 0.08399979025125504 (0.15820226311683655) | > loss_disc_real_1: 0.24399510025978088 (0.19550848603248597) | > loss_disc_real_2: 0.16284382343292236 (0.20308730721473695) | > loss_disc_real_3: 0.2544613480567932 (0.2213800799846649) | > loss_disc_real_4: 0.2312401831150055 (0.24970118403434746) | > loss_disc_real_5: 0.16806790232658386 (0.21366558969020844) | > loss_0: 2.3846962451934814 (2.382467393875123) | > loss_gen: 2.133120536804199 (2.3699195384979244) | > loss_kl: 3.288503885269165 (2.8646152782440186) | > loss_feat: 7.771543979644775 (7.082485580444336) | > loss_mel: 17.30280876159668 (17.464712028503417) | > loss_duration: 2.395045757293701 (2.3354941844940185) | > loss_1: 32.89102554321289 (32.11722671508789)  --> STEP: 26 | > loss_disc: 2.9539148807525635 (2.404446143370409) | > loss_disc_real_0: 0.27107924222946167 (0.16254368539039904) | > loss_disc_real_1: 0.1072467789053917 (0.1921138049891362) | > loss_disc_real_2: 0.24357858300209045 (0.204644663975789) | > loss_disc_real_3: 0.21069061756134033 (0.22096894681453705) | > loss_disc_real_4: 0.3529813587665558 (0.2536734984471247) | > loss_disc_real_5: 0.2381177693605423 (0.21460605813906744) | > loss_0: 2.9539148807525635 (2.404446143370409) | > loss_gen: 1.9211441278457642 (2.3526589457805334) | > loss_kl: 2.383387327194214 (2.8461065108959493) | > loss_feat: 7.592412948608398 (7.102098171527569) | > loss_mel: 15.829822540283203 (17.401831663571873) | > loss_duration: 2.2844645977020264 (2.333531508078942) | > loss_1: 30.01123046875 (32.036226859459504) --> EVAL PERFORMANCE | > avg_loader_time: 0.002354759436387282 (-0.00014421573052039553) | > avg_loss_disc: 2.404446143370409 (-0.004603064977204863) | > avg_loss_disc_real_0: 0.16254368539039904 (+0.05440042755351615) | > avg_loss_disc_real_1: 0.1921138049891362 (-0.04684863726680094) | > avg_loss_disc_real_2: 0.204644663975789 (+0.004850364648378819) | > avg_loss_disc_real_3: 0.22096894681453705 (-0.030499049677298606) | > avg_loss_disc_real_4: 0.2536734984471247 (-0.016335461575251453) | > avg_loss_disc_real_5: 0.21460605813906744 (-0.03643768681929657) | > avg_loss_0: 2.404446143370409 (-0.004603064977204863) | > avg_loss_gen: 2.3526589457805334 (-0.0501478681197538) | > avg_loss_kl: 2.8461065108959493 (-0.11251755861135626) | > avg_loss_feat: 7.102098171527569 (+0.2131681809058552) | > avg_loss_mel: 17.401831663571873 (+0.010824680328376246) | > avg_loss_duration: 2.333531508078942 (-0.011062988868125956) | > avg_loss_1: 32.036226859459504 (+0.05026465195875218)  > EPOCH: 694/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:52:06)   --> TIME: 2024-06-11 21:52:09 -- STEP: 4/330 -- GLOBAL_STEP: 317025 | > loss_disc: 2.2991485595703125 (2.3153303265571594) | > loss_disc_real_0: 0.09195216000080109 (0.10736366361379623) | > loss_disc_real_1: 0.17572416365146637 (0.19003547728061676) | > loss_disc_real_2: 0.2028440535068512 (0.19025324285030365) | > loss_disc_real_3: 0.19395408034324646 (0.21534088999032974) | > loss_disc_real_4: 0.2525731921195984 (0.2543458007276058) | > loss_disc_real_5: 0.25428202748298645 (0.23779251798987389) | > loss_0: 2.2991485595703125 (2.3153303265571594) | > grad_norm_0: tensor(6.7064, device='cuda:0') (tensor(5.8501, device='cuda:0')) | > loss_gen: 2.533295154571533 (2.5103166699409485) | > loss_kl: 1.6001838445663452 (1.8608311116695404) | > loss_feat: 7.455269813537598 (6.900739431381226) | > loss_mel: 18.998571395874023 (18.311800956726074) | > loss_duration: 2.1320736408233643 (2.1687798500061035) | > loss_1: 32.719390869140625 (31.752467155456543) | > grad_norm_1: tensor(97.2165, device='cuda:0') (tensor(76.0665, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3681 (0.39448344707489014) | > loader_time: 0.0036 (0.003217935562133789)  --> TIME: 2024-06-11 21:52:18 -- STEP: 29/330 -- GLOBAL_STEP: 317050 | > loss_disc: 2.3031508922576904 (2.316114738069732) | > loss_disc_real_0: 0.10586270689964294 (0.1082245278461226) | > loss_disc_real_1: 0.2131149172782898 (0.1925827326445744) | > loss_disc_real_2: 0.20739173889160156 (0.2068528019148728) | > loss_disc_real_3: 0.21960760653018951 (0.22501742274596773) | > loss_disc_real_4: 0.2269984632730484 (0.23075893213009013) | > loss_disc_real_5: 0.22169002890586853 (0.22092879383728423) | > loss_0: 2.3031508922576904 (2.316114738069732) | > grad_norm_0: tensor(6.7987, device='cuda:0') (tensor(6.9133, device='cuda:0')) | > loss_gen: 2.529386043548584 (2.506871527638929) | > loss_kl: 1.789783239364624 (1.8793051818321491) | > loss_feat: 7.080504417419434 (6.950366447711813) | > loss_mel: 18.07394027709961 (17.73960310837318) | > loss_duration: 1.9624605178833008 (2.026015491321169) | > loss_1: 31.436077117919922 (31.102161670553272) | > grad_norm_1: tensor(66.0933, device='cuda:0') (tensor(76.1297, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3643 (0.36349003068332014) | > loader_time: 0.0031 (0.0033610607015675514)  --> TIME: 2024-06-11 21:52:27 -- STEP: 54/330 -- GLOBAL_STEP: 317075 | > loss_disc: 2.339979648590088 (2.3529394776732837) | > loss_disc_real_0: 0.08656340092420578 (0.11063260198743255) | > loss_disc_real_1: 0.23225486278533936 (0.19784006945512914) | > loss_disc_real_2: 0.19966274499893188 (0.20978105068206787) | > loss_disc_real_3: 0.23552606999874115 (0.22761133285584273) | > loss_disc_real_4: 0.20491652190685272 (0.23266122297004418) | > loss_disc_real_5: 0.20185907185077667 (0.22073792086707222) | > loss_0: 2.339979648590088 (2.3529394776732837) | > grad_norm_0: tensor(7.1446, device='cuda:0') (tensor(8.3147, device='cuda:0')) | > loss_gen: 2.5859642028808594 (2.4896039256343134) | > loss_kl: 1.7716796398162842 (1.8986416988902621) | > loss_feat: 8.170817375183105 (6.969224629578767) | > loss_mel: 18.642744064331055 (17.695915186846698) | > loss_duration: 1.9563679695129395 (2.0040786133872137) | > loss_1: 33.1275749206543 (31.057464246396666) | > grad_norm_1: tensor(71.1169, device='cuda:0') (tensor(85.3479, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3778 (0.36619323271292226) | > loader_time: 0.0044 (0.0035178131527370876)  --> TIME: 2024-06-11 21:52:37 -- STEP: 79/330 -- GLOBAL_STEP: 317100 | > loss_disc: 2.3487284183502197 (2.353042822849902) | > loss_disc_real_0: 0.09726633131504059 (0.11121643089418169) | > loss_disc_real_1: 0.15760856866836548 (0.1960561207578152) | > loss_disc_real_2: 0.21260498464107513 (0.2092927060549772) | > loss_disc_real_3: 0.18488819897174835 (0.22754738470421562) | > loss_disc_real_4: 0.24200288951396942 (0.23334611933442612) | > loss_disc_real_5: 0.23280642926692963 (0.2235131822054899) | > loss_0: 2.3487284183502197 (2.353042822849902) | > grad_norm_0: tensor(8.3534, device='cuda:0') (tensor(7.9354, device='cuda:0')) | > loss_gen: 2.553396701812744 (2.4825752535952796) | > loss_kl: 1.8873366117477417 (1.930693437781515) | > loss_feat: 7.283965110778809 (7.002009089988999) | > loss_mel: 17.92190933227539 (17.64286821099777) | > loss_duration: 1.9438724517822266 (1.9957662066326867) | > loss_1: 31.59048080444336 (31.05391224728355) | > grad_norm_1: tensor(112.8525, device='cuda:0') (tensor(80.7091, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.39 (0.3686259426648104) | > loader_time: 0.0037 (0.003728444063210789)  --> TIME: 2024-06-11 21:52:46 -- STEP: 104/330 -- GLOBAL_STEP: 317125 | > loss_disc: 2.25879168510437 (2.351737558841705) | > loss_disc_real_0: 0.14587047696113586 (0.11297576466145423) | > loss_disc_real_1: 0.22803464531898499 (0.197486109028642) | > loss_disc_real_2: 0.2107907235622406 (0.2102559514057178) | > loss_disc_real_3: 0.21886277198791504 (0.2274888020295363) | > loss_disc_real_4: 0.19735848903656006 (0.23127563813557991) | > loss_disc_real_5: 0.20627936720848083 (0.2218917148331037) | > loss_0: 2.25879168510437 (2.351737558841705) | > grad_norm_0: tensor(15.0810, device='cuda:0') (tensor(7.9338, device='cuda:0')) | > loss_gen: 2.604917049407959 (2.485936987858552) | > loss_kl: 2.030071496963501 (1.946504144714429) | > loss_feat: 7.998902320861816 (6.988889387020698) | > loss_mel: 17.643909454345703 (17.60930129197927) | > loss_duration: 2.050246238708496 (1.9969081156528914) | > loss_1: 32.32804489135742 (31.02753998683049) | > grad_norm_1: tensor(52.6945, device='cuda:0') (tensor(79.9322, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3709 (0.3699368651096639) | > loader_time: 0.0039 (0.003804614910712609)  --> TIME: 2024-06-11 21:52:56 -- STEP: 129/330 -- GLOBAL_STEP: 317150 | > loss_disc: 2.3989434242248535 (2.359585464462753) | > loss_disc_real_0: 0.15341520309448242 (0.1137987146543902) | > loss_disc_real_1: 0.20854689180850983 (0.19646417436211608) | > loss_disc_real_2: 0.17743997275829315 (0.2112290280502896) | > loss_disc_real_3: 0.24967321753501892 (0.2295182303402775) | > loss_disc_real_4: 0.23901386559009552 (0.23224118363487628) | > loss_disc_real_5: 0.2348434031009674 (0.2229442098575045) | > loss_0: 2.3989434242248535 (2.359585464462753) | > grad_norm_0: tensor(9.0401, device='cuda:0') (tensor(8.1596, device='cuda:0')) | > loss_gen: 2.520127296447754 (2.4783364617547323) | > loss_kl: 2.0079872608184814 (1.9570593473523161) | > loss_feat: 6.807619094848633 (6.954269161520078) | > loss_mel: 17.737350463867188 (17.581656478172125) | > loss_duration: 1.992989182472229 (1.9997206907863765) | > loss_1: 31.066070556640625 (30.971042071202003) | > grad_norm_1: tensor(61.2632, device='cuda:0') (tensor(86.7107, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3721 (0.36992428838744656) | > loader_time: 0.004 (0.003849349280660467)  --> TIME: 2024-06-11 21:53:05 -- STEP: 154/330 -- GLOBAL_STEP: 317175 | > loss_disc: 2.377784013748169 (2.3652976596510253) | > loss_disc_real_0: 0.12020395696163177 (0.11546373541478987) | > loss_disc_real_1: 0.20712359249591827 (0.19669855308610115) | > loss_disc_real_2: 0.23470987379550934 (0.21142353562565594) | > loss_disc_real_3: 0.2402046173810959 (0.22933649736178385) | > loss_disc_real_4: 0.2148003727197647 (0.23200689981897155) | > loss_disc_real_5: 0.2021801471710205 (0.2228611906046991) | > loss_0: 2.377784013748169 (2.3652976596510253) | > grad_norm_0: tensor(11.2768, device='cuda:0') (tensor(9.0300, device='cuda:0')) | > loss_gen: 2.392068386077881 (2.472474804172268) | > loss_kl: 1.9974286556243896 (1.966209016837083) | > loss_feat: 7.382593154907227 (6.957656525946281) | > loss_mel: 17.621965408325195 (17.586742908923657) | > loss_duration: 2.0224721431732178 (2.0028404926324814) | > loss_1: 31.416528701782227 (30.98592374231908) | > grad_norm_1: tensor(44.7489, device='cuda:0') (tensor(94.6549, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3767 (0.37064227036067415) | > loader_time: 0.0039 (0.00393522714639639)  --> TIME: 2024-06-11 21:53:15 -- STEP: 179/330 -- GLOBAL_STEP: 317200 | > loss_disc: 2.2375662326812744 (2.3661872328326683) | > loss_disc_real_0: 0.10553016513586044 (0.11608714926675712) | > loss_disc_real_1: 0.14601150155067444 (0.195956573639502) | > loss_disc_real_2: 0.17765285074710846 (0.21112149354465848) | > loss_disc_real_3: 0.2048659324645996 (0.2292433630820759) | > loss_disc_real_4: 0.24266119301319122 (0.23233409525628862) | > loss_disc_real_5: 0.23371396958827972 (0.2237192241672697) | > loss_0: 2.2375662326812744 (2.3661872328326683) | > grad_norm_0: tensor(8.7155, device='cuda:0') (tensor(9.2737, device='cuda:0')) | > loss_gen: 2.5703065395355225 (2.468478353329876) | > loss_kl: 2.1968588829040527 (1.9715772667410654) | > loss_feat: 7.176033020019531 (6.931206825725192) | > loss_mel: 17.013408660888672 (17.532746714586647) | > loss_duration: 2.066274642944336 (2.0100008742103372) | > loss_1: 31.02288246154785 (30.91401003192923) | > grad_norm_1: tensor(141.8496, device='cuda:0') (tensor(101.3246, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.3977 (0.37223986940010956) | > loader_time: 0.0043 (0.004021061199337411)  --> TIME: 2024-06-11 21:53:25 -- STEP: 204/330 -- GLOBAL_STEP: 317225 | > loss_disc: 2.332714080810547 (2.3675235965672665) | > loss_disc_real_0: 0.09934347122907639 (0.1169805308329124) | > loss_disc_real_1: 0.1998177319765091 (0.19646089502117206) | > loss_disc_real_2: 0.22685009241104126 (0.2111330856295193) | > loss_disc_real_3: 0.2192247062921524 (0.22960954152193724) | > loss_disc_real_4: 0.22816035151481628 (0.23236720037518763) | > loss_disc_real_5: 0.21099276840686798 (0.2239299994327274) | > loss_0: 2.332714080810547 (2.3675235965672665) | > grad_norm_0: tensor(17.3706, device='cuda:0') (tensor(10.1420, device='cuda:0')) | > loss_gen: 2.6455299854278564 (2.468900854681052) | > loss_kl: 2.0753915309906006 (1.9767869599893981) | > loss_feat: 7.988387584686279 (6.939395413679234) | > loss_mel: 17.72466278076172 (17.4885541784997) | > loss_duration: 2.0287623405456543 (2.017958750911788) | > loss_1: 32.46273422241211 (30.891596177045038) | > grad_norm_1: tensor(381.4058, device='cuda:0') (tensor(113.0931, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.4206 (0.3762690752160315) | > loader_time: 0.0049 (0.004138545662749046)  --> TIME: 2024-06-11 21:53:36 -- STEP: 229/330 -- GLOBAL_STEP: 317250 | > loss_disc: 2.4079413414001465 (2.371966232899496) | > loss_disc_real_0: 0.08921877294778824 (0.11840907520081799) | > loss_disc_real_1: 0.21860496699810028 (0.19728126354092587) | > loss_disc_real_2: 0.19234971702098846 (0.21163020748238376) | > loss_disc_real_3: 0.21517661213874817 (0.22981368024796897) | > loss_disc_real_4: 0.24703700840473175 (0.23230263577798568) | > loss_disc_real_5: 0.2036728858947754 (0.22348161054750718) | > loss_0: 2.4079413414001465 (2.371966232899496) | > grad_norm_0: tensor(23.3438, device='cuda:0') (tensor(12.1966, device='cuda:0')) | > loss_gen: 2.484132766723633 (2.4657992348400266) | > loss_kl: 2.1827216148376465 (1.9855234435552072) | > loss_feat: 7.49963903427124 (6.926564162475052) | > loss_mel: 17.186967849731445 (17.448153300056283) | > loss_duration: 2.123690605163574 (2.026562214938834) | > loss_1: 31.477149963378906 (30.852602379811383) | > grad_norm_1: tensor(389.6587, device='cuda:0') (tensor(135.6162, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.4097 (0.3800503541288417) | > loader_time: 0.0055 (0.0042545691327757155)  --> TIME: 2024-06-11 21:53:47 -- STEP: 254/330 -- GLOBAL_STEP: 317275 | > loss_disc: 2.293064594268799 (2.371417420116936) | > loss_disc_real_0: 0.07405354827642441 (0.11875000012319857) | > loss_disc_real_1: 0.22812466323375702 (0.19751108912971072) | > loss_disc_real_2: 0.21133199334144592 (0.21163702327904738) | > loss_disc_real_3: 0.21429115533828735 (0.22989399132766122) | > loss_disc_real_4: 0.2103646844625473 (0.23185753042069007) | > loss_disc_real_5: 0.21076814830303192 (0.22342001500092154) | > loss_0: 2.293064594268799 (2.371417420116936) | > grad_norm_0: tensor(36.0783, device='cuda:0') (tensor(14.7177, device='cuda:0')) | > loss_gen: 2.544473886489868 (2.4715856783033354) | > loss_kl: 2.0314483642578125 (1.989323280927703) | > loss_feat: 8.067044258117676 (6.947869477309579) | > loss_mel: 17.057092666625977 (17.38922663561002) | > loss_duration: 2.0791876316070557 (2.034231799793995) | > loss_1: 31.779247283935547 (30.83223692826399) | > grad_norm_1: tensor(453.0330, device='cuda:0') (tensor(157.8989, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.4578 (0.38455706881725876) | > loader_time: 0.0063 (0.004386391226700907)  --> TIME: 2024-06-11 21:53:58 -- STEP: 279/330 -- GLOBAL_STEP: 317300 | > loss_disc: 2.3393185138702393 (2.373787609052488) | > loss_disc_real_0: 0.14686258137226105 (0.11989315266730965) | > loss_disc_real_1: 0.20426930487155914 (0.1975809994243806) | > loss_disc_real_2: 0.21089421212673187 (0.21207447862753304) | > loss_disc_real_3: 0.24408206343650818 (0.2300662665918309) | > loss_disc_real_4: 0.22796685993671417 (0.23189475245800498) | > loss_disc_real_5: 0.21236394345760345 (0.2230344228312961) | > loss_0: 2.3393185138702393 (2.373787609052488) | > grad_norm_0: tensor(31.5553, device='cuda:0') (tensor(17.0381, device='cuda:0')) | > loss_gen: 2.7376997470855713 (2.4736781915028883) | > loss_kl: 2.073418378829956 (1.9979487409728403) | > loss_feat: 6.819883823394775 (6.951947783056554) | > loss_mel: 17.274974822998047 (17.332571467191077) | > loss_duration: 2.1446146965026855 (2.044024570013888) | > loss_1: 31.05059242248535 (30.800170795891873) | > grad_norm_1: tensor(314.3658, device='cuda:0') (tensor(184.2018, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.4504 (0.389753852693838) | > loader_time: 0.0064 (0.0045466850308107185)  --> TIME: 2024-06-11 21:54:10 -- STEP: 304/330 -- GLOBAL_STEP: 317325 | > loss_disc: 2.4742343425750732 (2.3768203525166767) | > loss_disc_real_0: 0.11746039241552353 (0.12140564589859232) | > loss_disc_real_1: 0.2158007174730301 (0.1982270118437315) | > loss_disc_real_2: 0.2702813744544983 (0.21245902933572464) | > loss_disc_real_3: 0.25800108909606934 (0.23027616646140814) | > loss_disc_real_4: 0.2592528164386749 (0.23207693517600236) | > loss_disc_real_5: 0.21845653653144836 (0.2230039697728659) | > loss_0: 2.4742343425750732 (2.3768203525166767) | > grad_norm_0: tensor(31.8187, device='cuda:0') (tensor(18.2100, device='cuda:0')) | > loss_gen: 2.2254011631011963 (2.469457260087916) | > loss_kl: 1.9742282629013062 (2.0042846787132707) | > loss_feat: 7.175130367279053 (6.967268871633633) | > loss_mel: 16.152395248413086 (17.26706590777948) | > loss_duration: 2.1979622840881348 (2.0553317556255757) | > loss_1: 29.725116729736328 (30.763408504034345) | > grad_norm_1: tensor(414.7720, device='cuda:0') (tensor(199.9944, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 0.4709 (0.3961154473455327) | > loader_time: 0.0069 (0.00473924765461369)  --> TIME: 2024-06-11 21:54:37 -- STEP: 329/330 -- GLOBAL_STEP: 317350 | > loss_disc: 2.7120189666748047 (2.3851967350690213) | > loss_disc_real_0: 0.13378724455833435 (0.12308914799775396) | > loss_disc_real_1: 0.18213620781898499 (0.1992423752249193) | > loss_disc_real_2: 0.21548233926296234 (0.21279605099857754) | > loss_disc_real_3: 0.22650547325611115 (0.23055096885534768) | > loss_disc_real_4: 0.3281460702419281 (0.2325428273630722) | > loss_disc_real_5: 0.32061469554901123 (0.22354698937533474) | > loss_0: 2.7120189666748047 (2.3851967350690213) | > grad_norm_0: tensor(7.7417, device='cuda:0') (tensor(18.6185, device='cuda:0')) | > loss_gen: 2.232532501220703 (2.4666785635846726) | > loss_kl: 2.266212224960327 (2.015775250084131) | > loss_feat: 11.363978385925293 (7.072525237468966) | > loss_mel: 18.310434341430664 (17.238919168257773) | > loss_duration: 2.3062589168548584 (2.070061483644064) | > loss_1: 36.47941589355469 (30.86395970376429) | > grad_norm_1: tensor(153.5905, device='cuda:0') (tensor(211.1146, device='cuda:0')) | > current_lr_0: 0.00018338026436068658 | > current_lr_1: 0.00018338026436068658 | > step_time: 13.1665 (0.4482583072047826) | > loader_time: 0.0333 (0.005191616736646838)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6790382862091064 (2.6790382862091064) | > loss_disc_real_0: 0.2592040002346039 (0.2592040002346039) | > loss_disc_real_1: 0.24251246452331543 (0.24251246452331543) | > loss_disc_real_2: 0.23729673027992249 (0.23729673027992249) | > loss_disc_real_3: 0.26721033453941345 (0.26721033453941345) | > loss_disc_real_4: 0.24603131413459778 (0.24603131413459778) | > loss_disc_real_5: 0.28571468591690063 (0.28571468591690063) | > loss_0: 2.6790382862091064 (2.6790382862091064) | > loss_gen: 2.3480162620544434 (2.3480162620544434) | > loss_kl: 1.8820720911026 (1.8820720911026) | > loss_feat: 6.789300918579102 (6.789300918579102) | > loss_mel: 16.519567489624023 (16.519567489624023) | > loss_duration: 3.084588050842285 (3.084588050842285) | > loss_1: 30.623546600341797 (30.623546600341797)  --> STEP: 1 | > loss_disc: 2.331482410430908 (2.331482410430908) | > loss_disc_real_0: 0.1513909101486206 (0.1513909101486206) | > loss_disc_real_1: 0.24333049356937408 (0.24333049356937408) | > loss_disc_real_2: 0.19937270879745483 (0.19937270879745483) | > loss_disc_real_3: 0.28864115476608276 (0.28864115476608276) | > loss_disc_real_4: 0.22646401822566986 (0.22646401822566986) | > loss_disc_real_5: 0.21901726722717285 (0.21901726722717285) | > loss_0: 2.331482410430908 (2.331482410430908) | > loss_gen: 2.435291051864624 (2.435291051864624) | > loss_kl: 2.693730115890503 (2.693730115890503) | > loss_feat: 5.605284214019775 (5.605284214019775) | > loss_mel: 18.127376556396484 (18.127376556396484) | > loss_duration: 2.4158072471618652 (2.4158072471618652) | > loss_1: 31.277490615844727 (31.277490615844727)  --> STEP: 2 | > loss_disc: 2.3230578899383545 (2.3272701501846313) | > loss_disc_real_0: 0.10153236240148544 (0.12646163627505302) | > loss_disc_real_1: 0.3074830174446106 (0.27540675550699234) | > loss_disc_real_2: 0.2414558380842209 (0.22041427344083786) | > loss_disc_real_3: 0.22287960350513458 (0.2557603791356087) | > loss_disc_real_4: 0.25014111399650574 (0.2383025661110878) | > loss_disc_real_5: 0.26017671823501587 (0.23959699273109436) | > loss_0: 2.3230578899383545 (2.3272701501846313) | > loss_gen: 2.679098606109619 (2.5571948289871216) | > loss_kl: 3.2411813735961914 (2.967455744743347) | > loss_feat: 5.801741123199463 (5.703512668609619) | > loss_mel: 18.185108184814453 (18.15624237060547) | > loss_duration: 2.5606160163879395 (2.4882116317749023) | > loss_1: 32.46774673461914 (31.872618675231934)  --> STEP: 3 | > loss_disc: 2.3807930946350098 (2.345111131668091) | > loss_disc_real_0: 0.11981485784053802 (0.12424604346354802) | > loss_disc_real_1: 0.22783948481082916 (0.2595509986082713) | > loss_disc_real_2: 0.19626182317733765 (0.2123634566863378) | > loss_disc_real_3: 0.26648494601249695 (0.2593352347612381) | > loss_disc_real_4: 0.25314781069755554 (0.2432509809732437) | > loss_disc_real_5: 0.25878310203552246 (0.24599236249923706) | > loss_0: 2.3807930946350098 (2.345111131668091) | > loss_gen: 2.386509418487549 (2.5002996921539307) | > loss_kl: 3.56156849861145 (3.1654933293660483) | > loss_feat: 5.659060478210449 (5.6886952718098955) | > loss_mel: 16.84922218322754 (17.720568974812824) | > loss_duration: 2.3538360595703125 (2.4434197743733725) | > loss_1: 30.810195922851562 (31.51847775777181)  --> STEP: 4 | > loss_disc: 2.5632989406585693 (2.3996580839157104) | > loss_disc_real_0: 0.1653754562139511 (0.1345283966511488) | > loss_disc_real_1: 0.2274860143661499 (0.25153475254774094) | > loss_disc_real_2: 0.19359342753887177 (0.20767094939947128) | > loss_disc_real_3: 0.306050568819046 (0.2710140682756901) | > loss_disc_real_4: 0.26722341775894165 (0.2492440901696682) | > loss_disc_real_5: 0.26085513830184937 (0.24970805644989014) | > loss_0: 2.5632989406585693 (2.3996580839157104) | > loss_gen: 2.3037049770355225 (2.4511510133743286) | > loss_kl: 4.12026309967041 (3.4041857719421387) | > loss_feat: 5.461093425750732 (5.631794810295105) | > loss_mel: 18.975126266479492 (18.034208297729492) | > loss_duration: 2.369567632675171 (2.424956738948822) | > loss_1: 33.22975540161133 (31.94629716873169)  --> STEP: 5 | > loss_disc: 2.463027000427246 (2.4123318672180174) | > loss_disc_real_0: 0.25188738107681274 (0.15800019353628159) | > loss_disc_real_1: 0.2525612711906433 (0.2517400562763214) | > loss_disc_real_2: 0.27883660793304443 (0.22190408110618592) | > loss_disc_real_3: 0.2524413466453552 (0.2672995239496231) | > loss_disc_real_4: 0.21507790684700012 (0.24241085350513458) | > loss_disc_real_5: 0.24921514093875885 (0.24960947334766387) | > loss_0: 2.463027000427246 (2.4123318672180174) | > loss_gen: 2.5530056953430176 (2.4715219497680665) | > loss_kl: 3.3918356895446777 (3.4017157554626465) | > loss_feat: 5.128037452697754 (5.531043338775635) | > loss_mel: 17.949495315551758 (18.017265701293944) | > loss_duration: 2.384798288345337 (2.416925048828125) | > loss_1: 31.40717124938965 (31.838471984863283)  --> STEP: 6 | > loss_disc: 2.5369772911071777 (2.4331061045328775) | > loss_disc_real_0: 0.13529832661151886 (0.15421654904882112) | > loss_disc_real_1: 0.22969698905944824 (0.24806621174017587) | > loss_disc_real_2: 0.25266557931900024 (0.2270309974749883) | > loss_disc_real_3: 0.3030361235141754 (0.2732556238770485) | > loss_disc_real_4: 0.2581031620502472 (0.24502623826265335) | > loss_disc_real_5: 0.24556103348731995 (0.24893473337093988) | > loss_0: 2.5369772911071777 (2.4331061045328775) | > loss_gen: 2.412961006164551 (2.461761792500814) | > loss_kl: 3.2912144660949707 (3.383298873901367) | > loss_feat: 6.075186252593994 (5.621733824412028) | > loss_mel: 18.329727172851562 (18.069342613220215) | > loss_duration: 2.179513931274414 (2.37735652923584) | > loss_1: 32.288604736328125 (31.913494110107422)  --> STEP: 7 | > loss_disc: 2.471252202987671 (2.4385555471692766) | > loss_disc_real_0: 0.12297984957695007 (0.1497541634099824) | > loss_disc_real_1: 0.2573944330215454 (0.24939881478037154) | > loss_disc_real_2: 0.22690358757972717 (0.22701279606137956) | > loss_disc_real_3: 0.27301037311553955 (0.2732205880539758) | > loss_disc_real_4: 0.24605530500411987 (0.24517324779714858) | > loss_disc_real_5: 0.28467923402786255 (0.2540410906076431) | > loss_0: 2.471252202987671 (2.4385555471692766) | > loss_gen: 2.4967448711395264 (2.466759375163487) | > loss_kl: 4.297418117523193 (3.513887337275914) | > loss_feat: 5.942350387573242 (5.667536190577915) | > loss_mel: 17.44512176513672 (17.980168206351145) | > loss_duration: 2.5238001346588135 (2.3982770442962646) | > loss_1: 32.70543670654297 (32.02662876674107)  --> STEP: 8 | > loss_disc: 2.4589366912841797 (2.4411031901836395) | > loss_disc_real_0: 0.1437266767024994 (0.14900072757154703) | > loss_disc_real_1: 0.19554758071899414 (0.24266741052269936) | > loss_disc_real_2: 0.19311989843845367 (0.22277618385851383) | > loss_disc_real_3: 0.2101389318704605 (0.2653353810310364) | > loss_disc_real_4: 0.2426903247833252 (0.24486288242042065) | > loss_disc_real_5: 0.3254343867301941 (0.262965252622962) | > loss_0: 2.4589366912841797 (2.4411031901836395) | > loss_gen: 2.4183883666992188 (2.4607129991054535) | > loss_kl: 2.6578481197357178 (3.4068824350833893) | > loss_feat: 10.373785972595215 (6.255817413330078) | > loss_mel: 21.480953216552734 (18.417766332626343) | > loss_duration: 2.2388923168182373 (2.3783539533615112) | > loss_1: 39.16986846923828 (32.91953372955322)  --> STEP: 9 | > loss_disc: 2.4711902141571045 (2.4444461928473578) | > loss_disc_real_0: 0.18569736182689667 (0.153078131377697) | > loss_disc_real_1: 0.23411478102207184 (0.24171711835596296) | > loss_disc_real_2: 0.2519432306289673 (0.22601696683300865) | > loss_disc_real_3: 0.31724247336387634 (0.27110283573468524) | > loss_disc_real_4: 0.18196600675582886 (0.23787434067991045) | > loss_disc_real_5: 0.2554800510406494 (0.2621335635582606) | > loss_0: 2.4711902141571045 (2.4444461928473578) | > loss_gen: 2.483421802520752 (2.463236199484931) | > loss_kl: 2.847590684890747 (3.344738907284207) | > loss_feat: 8.629734992980957 (6.5195860332912865) | > loss_mel: 17.48662757873535 (18.3143064710829) | > loss_duration: 2.2244906425476074 (2.361258029937744) | > loss_1: 33.6718635559082 (33.00312593248155)  --> STEP: 10 | > loss_disc: 2.5417444705963135 (2.4541760206222536) | > loss_disc_real_0: 0.22876819968223572 (0.16064713820815085) | > loss_disc_real_1: 0.27694088220596313 (0.245239494740963) | > loss_disc_real_2: 0.23090463876724243 (0.22650573402643204) | > loss_disc_real_3: 0.26091161370277405 (0.27008371353149413) | > loss_disc_real_4: 0.29631996154785156 (0.24371890276670455) | > loss_disc_real_5: 0.3918556869029999 (0.27510577589273455) | > loss_0: 2.5417444705963135 (2.4541760206222536) | > loss_gen: 2.9680018424987793 (2.513712763786316) | > loss_kl: 2.5153121948242188 (3.261796236038208) | > loss_feat: 6.0228753089904785 (6.469914960861206) | > loss_mel: 18.671754837036133 (18.35005130767822) | > loss_duration: 2.3792314529418945 (2.363055372238159) | > loss_1: 32.55717468261719 (32.958530807495116)  --> STEP: 11 | > loss_disc: 2.359484910964966 (2.4455677379261362) | > loss_disc_real_0: 0.14068135619163513 (0.15883206711574036) | > loss_disc_real_1: 0.20254303514957428 (0.2413579984144731) | > loss_disc_real_2: 0.22906072437763214 (0.22673800587654114) | > loss_disc_real_3: 0.19953033328056335 (0.2636697698723186) | > loss_disc_real_4: 0.21651847660541534 (0.2412461367520419) | > loss_disc_real_5: 0.24746903777122498 (0.27259334515441547) | > loss_0: 2.359484910964966 (2.4455677379261362) | > loss_gen: 2.3476409912109375 (2.498615329915827) | > loss_kl: 3.6424953937530518 (3.296405250375921) | > loss_feat: 7.422869682312012 (6.556547208265825) | > loss_mel: 17.299510955810547 (18.254547639326617) | > loss_duration: 2.526578903198242 (2.377921147779985) | > loss_1: 33.239097595214844 (32.984036879106)  --> STEP: 12 | > loss_disc: 2.7018511295318604 (2.4669246872266135) | > loss_disc_real_0: 0.1279761791229248 (0.15626074311633906) | > loss_disc_real_1: 0.29380300641059875 (0.24572841574748358) | > loss_disc_real_2: 0.21393924951553345 (0.22567144284645715) | > loss_disc_real_3: 0.3270244896411896 (0.26894932985305786) | > loss_disc_real_4: 0.26374301314353943 (0.24312087645133337) | > loss_disc_real_5: 0.23755668103694916 (0.2696736231446266) | > loss_0: 2.7018511295318604 (2.4669246872266135) | > loss_gen: 2.2252461910247803 (2.4758345683415732) | > loss_kl: 3.5725009441375732 (3.3194132248560586) | > loss_feat: 5.762645721435547 (6.490388751029968) | > loss_mel: 17.322206497192383 (18.176852544148762) | > loss_duration: 2.260073184967041 (2.3681004842122397) | > loss_1: 31.142671585083008 (32.83058977127075)  --> STEP: 13 | > loss_disc: 2.4496095180511475 (2.465592751136193) | > loss_disc_real_0: 0.12447076290845871 (0.15381536002342516) | > loss_disc_real_1: 0.2728480398654938 (0.2478145406796382) | > loss_disc_real_2: 0.20172299444675446 (0.2238292545080185) | > loss_disc_real_3: 0.23327521979808807 (0.2662051675411371) | > loss_disc_real_4: 0.21278192102909088 (0.2407871106496224) | > loss_disc_real_5: 0.19892418384552002 (0.2642313585831569) | > loss_0: 2.4496095180511475 (2.465592751136193) | > loss_gen: 2.2038345336914062 (2.4549114887530985) | > loss_kl: 1.8773412704467773 (3.2084846129784217) | > loss_feat: 5.820393085479736 (6.43885062291072) | > loss_mel: 16.142911911010742 (18.020395572368916) | > loss_duration: 2.2088475227355957 (2.355850256406344) | > loss_1: 28.253328323364258 (32.478492736816406)  --> STEP: 14 | > loss_disc: 2.407386541366577 (2.4614351647240773) | > loss_disc_real_0: 0.19546979665756226 (0.15679067692586354) | > loss_disc_real_1: 0.19262266159057617 (0.24387226360184805) | > loss_disc_real_2: 0.1738218367099762 (0.22025729609387262) | > loss_disc_real_3: 0.24635908007621765 (0.26478758986507145) | > loss_disc_real_4: 0.2171071320772171 (0.23909568360873631) | > loss_disc_real_5: 0.20450401306152344 (0.25996511961732593) | > loss_0: 2.407386541366577 (2.4614351647240773) | > loss_gen: 2.4042186737060547 (2.4512905733925954) | > loss_kl: 3.024526834487915 (3.195344771657671) | > loss_feat: 7.5416693687438965 (6.5176233904702325) | > loss_mel: 18.678144454956055 (18.067377635410853) | > loss_duration: 2.3149406909942627 (2.3529281445911954) | > loss_1: 33.9635009765625 (32.58456475394113)  --> STEP: 15 | > loss_disc: 2.2887284755706787 (2.449921385447184) | > loss_disc_real_0: 0.10991880297660828 (0.15366588532924652) | > loss_disc_real_1: 0.26816901564598083 (0.24549204707145691) | > loss_disc_real_2: 0.23115435242652893 (0.2209837665160497) | > loss_disc_real_3: 0.24113363027572632 (0.26321065922578174) | > loss_disc_real_4: 0.19603484869003296 (0.23622496128082277) | > loss_disc_real_5: 0.27513664960861206 (0.2609765549500783) | > loss_0: 2.2887284755706787 (2.449921385447184) | > loss_gen: 2.621819496154785 (2.462659168243408) | > loss_kl: 3.480466365814209 (3.2143528779347736) | > loss_feat: 9.078710556030273 (6.688362534840902) | > loss_mel: 19.104347229003906 (18.13650894165039) | > loss_duration: 2.421058416366577 (2.357470162709554) | > loss_1: 36.70640182495117 (32.859353892008464)  --> STEP: 16 | > loss_disc: 2.5282485485076904 (2.454816833138466) | > loss_disc_real_0: 0.17507874965667725 (0.15500418934971094) | > loss_disc_real_1: 0.3214455544948578 (0.25023914128541946) | > loss_disc_real_2: 0.21630463004112244 (0.22069132048636675) | > loss_disc_real_3: 0.2930471897125244 (0.2650754423812032) | > loss_disc_real_4: 0.24090173840522766 (0.23651725985109806) | > loss_disc_real_5: 0.3404485285282135 (0.2659435532987118) | > loss_0: 2.5282485485076904 (2.454816833138466) | > loss_gen: 2.90274715423584 (2.490164667367935) | > loss_kl: 2.8793203830718994 (3.193413347005844) | > loss_feat: 9.204156875610352 (6.845599681138992) | > loss_mel: 16.922481536865234 (18.06063222885132) | > loss_duration: 2.367255210876465 (2.358081728219986) | > loss_1: 34.275962829589844 (32.9478919506073)  --> STEP: 17 | > loss_disc: 2.729010820388794 (2.470945891212015) | > loss_disc_real_0: 0.32121819257736206 (0.16478148365721984) | > loss_disc_real_1: 0.2606188654899597 (0.25084971329745126) | > loss_disc_real_2: 0.2575424015522003 (0.22285903113729813) | > loss_disc_real_3: 0.29528194665908813 (0.26685229557401996) | > loss_disc_real_4: 0.23720522224903107 (0.23655772822744706) | > loss_disc_real_5: 0.40226465463638306 (0.27396244161269245) | > loss_0: 2.729010820388794 (2.470945891212015) | > loss_gen: 2.58740496635437 (2.4958846849553726) | > loss_kl: 2.9586687088012695 (3.179604838876163) | > loss_feat: 6.103182315826416 (6.801928071414723) | > loss_mel: 17.280601501464844 (18.01474806841682) | > loss_duration: 2.473599433898926 (2.3648768873775707) | > loss_1: 31.403457641601562 (32.857042873606964)  --> STEP: 18 | > loss_disc: 2.611534357070923 (2.4787563615375094) | > loss_disc_real_0: 0.16520369052886963 (0.1648049395945337) | > loss_disc_real_1: 0.31246328353881836 (0.2542726894219716) | > loss_disc_real_2: 0.19863809645175934 (0.2215134236547682) | > loss_disc_real_3: 0.23334595561027527 (0.2649908322427008) | > loss_disc_real_4: 0.19673192501068115 (0.2343451836042934) | > loss_disc_real_5: 0.2994418740272522 (0.27537796563572353) | > loss_0: 2.611534357070923 (2.4787563615375094) | > loss_gen: 2.427694320678711 (2.492096331384447) | > loss_kl: 3.629483938217163 (3.2045981221728854) | > loss_feat: 9.292028427124023 (6.94026698006524) | > loss_mel: 19.025882720947266 (18.07092221577962) | > loss_duration: 2.249859571456909 (2.3584870364930897) | > loss_1: 36.62495040893555 (33.06637107001411)  --> STEP: 19 | > loss_disc: 2.6082863807678223 (2.485573730970684) | > loss_disc_real_0: 0.1917458176612854 (0.16622288054541537) | > loss_disc_real_1: 0.29969966411590576 (0.25666358282691554) | > loss_disc_real_2: 0.24192017316818237 (0.22258746310284264) | > loss_disc_real_3: 0.2429812252521515 (0.2638324318747771) | > loss_disc_real_4: 0.2709783613681793 (0.23627324559186635) | > loss_disc_real_5: 0.2771945893764496 (0.2754735774115512) | > loss_0: 2.6082863807678223 (2.485573730970684) | > loss_gen: 2.501420497894287 (2.492587076990228) | > loss_kl: 2.260694742202759 (3.1549189969113) | > loss_feat: 6.325685501098633 (6.907920586435418) | > loss_mel: 16.183080673217773 (17.97156213459216) | > loss_duration: 2.3203225135803223 (2.3564783773924174) | > loss_1: 29.591203689575195 (32.883467523675215)  --> STEP: 20 | > loss_disc: 2.6565945148468018 (2.4941247701644897) | > loss_disc_real_0: 0.19210565090179443 (0.16751701906323432) | > loss_disc_real_1: 0.21414540708065033 (0.25453767403960226) | > loss_disc_real_2: 0.2998724579811096 (0.22645171284675597) | > loss_disc_real_3: 0.325596421957016 (0.2669206313788891) | > loss_disc_real_4: 0.2638152837753296 (0.2376503475010395) | > loss_disc_real_5: 0.3007003962993622 (0.2767349183559418) | > loss_0: 2.6565945148468018 (2.4941247701644897) | > loss_gen: 2.465841054916382 (2.4912497758865357) | > loss_kl: 2.1761786937713623 (3.1059819817543035) | > loss_feat: 4.642577648162842 (6.79465343952179) | > loss_mel: 16.472715377807617 (17.896619796752933) | > loss_duration: 2.2877798080444336 (2.3530434489250185) | > loss_1: 28.045093536376953 (32.641548824310306)  --> STEP: 21 | > loss_disc: 2.4824392795562744 (2.493568318230765) | > loss_disc_real_0: 0.12950865924358368 (0.1657070971670605) | > loss_disc_real_1: 0.32610151171684265 (0.2579454758337566) | > loss_disc_real_2: 0.22908656299114227 (0.22657718190125056) | > loss_disc_real_3: 0.23337741196155548 (0.2653233352161589) | > loss_disc_real_4: 0.23026183247566223 (0.237298513452212) | > loss_disc_real_5: 0.19303223490715027 (0.2727490762869517) | > loss_0: 2.4824392795562744 (2.493568318230765) | > loss_gen: 2.416459798812866 (2.487688348406837) | > loss_kl: 2.371819496154785 (3.071021863392422) | > loss_feat: 6.126362323760986 (6.762830053056989) | > loss_mel: 14.816644668579102 (17.74995431445894) | > loss_duration: 2.221944808959961 (2.34680065654573) | > loss_1: 27.953231811523438 (32.41829563322521)  --> STEP: 22 | > loss_disc: 2.2737526893615723 (2.483576698736711) | > loss_disc_real_0: 0.13323011994361877 (0.16423087092963135) | > loss_disc_real_1: 0.2454686313867569 (0.2573783465407111) | > loss_disc_real_2: 0.17517207562923431 (0.22424058616161346) | > loss_disc_real_3: 0.21125242114067078 (0.26286556639454584) | > loss_disc_real_4: 0.20879404246807098 (0.2360028556802056) | > loss_disc_real_5: 0.2024981677532196 (0.26955585317178204) | > loss_0: 2.2737526893615723 (2.483576698736711) | > loss_gen: 2.4511849880218506 (2.486029104752974) | > loss_kl: 2.472308397293091 (3.0438076149333613) | > loss_feat: 7.672736167907715 (6.804189421913841) | > loss_mel: 16.21215057373047 (17.680054144425828) | > loss_duration: 2.2059388160705566 (2.34039784561504) | > loss_1: 31.014318466186523 (32.35447848926891)  --> STEP: 23 | > loss_disc: 2.489450693130493 (2.48383208979731) | > loss_disc_real_0: 0.19691482186317444 (0.165651912274568) | > loss_disc_real_1: 0.2651059627532959 (0.25771432985430176) | > loss_disc_real_2: 0.23715665936470032 (0.22480215456174768) | > loss_disc_real_3: 0.2656025290489197 (0.26298456477082294) | > loss_disc_real_4: 0.2736107110977173 (0.23763797982879306) | > loss_disc_real_5: 0.27449262142181396 (0.26977049526960956) | > loss_0: 2.489450693130493 (2.48383208979731) | > loss_gen: 2.6664934158325195 (2.493875379147737) | > loss_kl: 2.5609965324401855 (3.022815828738006) | > loss_feat: 6.3488664627075195 (6.7843927715135655) | > loss_mel: 17.899843215942383 (17.689610191013504) | > loss_duration: 2.287010669708252 (2.3380766640538755) | > loss_1: 31.76321029663086 (32.32877117654551)  --> STEP: 24 | > loss_disc: 2.5274672508239746 (2.4856502215067544) | > loss_disc_real_0: 0.18125468492507935 (0.16630202780167264) | > loss_disc_real_1: 0.2574305534362793 (0.25770250583688414) | > loss_disc_real_2: 0.233103409409523 (0.225148040180405) | > loss_disc_real_3: 0.28989532589912415 (0.26410584648450214) | > loss_disc_real_4: 0.21220692992210388 (0.2365783527493477) | > loss_disc_real_5: 0.21234264969825745 (0.26737766837080323) | > loss_0: 2.5274672508239746 (2.4856502215067544) | > loss_gen: 2.542464017868042 (2.495899905761083) | > loss_kl: 3.0157930850982666 (3.0225232144196834) | > loss_feat: 6.747692584991455 (6.782863597075145) | > loss_mel: 16.98781967163086 (17.660368919372562) | > loss_duration: 2.4100842475891113 (2.34107698003451) | > loss_1: 31.7038516998291 (32.302732865015656)  --> STEP: 25 | > loss_disc: 2.576626777648926 (2.4892892837524414) | > loss_disc_real_0: 0.19588978588581085 (0.16748553812503814) | > loss_disc_real_1: 0.2937067449092865 (0.25914267539978025) | > loss_disc_real_2: 0.22232942283153534 (0.22503529548645018) | > loss_disc_real_3: 0.2575608491897583 (0.2638440465927124) | > loss_disc_real_4: 0.2704857587814331 (0.2379346489906311) | > loss_disc_real_5: 0.2976641356945038 (0.26858912706375127) | > loss_0: 2.576626777648926 (2.4892892837524414) | > loss_gen: 2.650845527648926 (2.5020977306365966) | > loss_kl: 2.361980676651001 (2.996101512908936) | > loss_feat: 6.8699951171875 (6.786348857879639) | > loss_mel: 15.817548751831055 (17.5866561126709) | > loss_duration: 2.3769450187683105 (2.342511701583862) | > loss_1: 30.077316284179688 (32.21371620178222)  --> STEP: 26 | > loss_disc: 2.6336746215820312 (2.4948425659766564) | > loss_disc_real_0: 0.17602765560150146 (0.16781408110490212) | > loss_disc_real_1: 0.21940729022026062 (0.2576143913544141) | > loss_disc_real_2: 0.2721424996852875 (0.22684711103255933) | > loss_disc_real_3: 0.206788569688797 (0.261649605173331) | > loss_disc_real_4: 0.26126307249069214 (0.23883189604832575) | > loss_disc_real_5: 0.34185555577278137 (0.27140706662948316) | > loss_0: 2.6336746215820312 (2.4948425659766564) | > loss_gen: 2.163050889968872 (2.489057467533992) | > loss_kl: 2.3847861289978027 (2.9725893827585077) | > loss_feat: 3.8785336017608643 (6.674509809567378) | > loss_mel: 13.39161491394043 (17.42530837425819) | > loss_duration: 2.3360369205474854 (2.3422626715440016) | > loss_1: 24.154022216796875 (31.903727971590474) --> EVAL PERFORMANCE | > avg_loader_time: 0.002455922273489145 (+0.00010116283710186321) | > avg_loss_disc: 2.4948425659766564 (+0.09039642260624747) | > avg_loss_disc_real_0: 0.16781408110490212 (+0.005270395714503079) | > avg_loss_disc_real_1: 0.2576143913544141 (+0.06550058636527792) | > avg_loss_disc_real_2: 0.22684711103255933 (+0.022202447056770325) | > avg_loss_disc_real_3: 0.261649605173331 (+0.040680658358793975) | > avg_loss_disc_real_4: 0.23883189604832575 (-0.014841602398798975) | > avg_loss_disc_real_5: 0.27140706662948316 (+0.05680100849041572) | > avg_loss_0: 2.4948425659766564 (+0.09039642260624747) | > avg_loss_gen: 2.489057467533992 (+0.13639852175345846) | > avg_loss_kl: 2.9725893827585077 (+0.12648287186255835) | > avg_loss_feat: 6.674509809567378 (-0.4275883619601908) | > avg_loss_mel: 17.42530837425819 (+0.023476710686317404) | > avg_loss_duration: 2.3422626715440016 (+0.008731163465059755) | > avg_loss_1: 31.903727971590474 (-0.13249888786902986)  > EPOCH: 695/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:54:43)   --> TIME: 2024-06-11 21:54:53 -- STEP: 24/330 -- GLOBAL_STEP: 317375 | > loss_disc: 2.32818865776062 (2.3383897642294564) | > loss_disc_real_0: 0.10844498872756958 (0.1100649128978451) | > loss_disc_real_1: 0.17838096618652344 (0.19843207175532976) | > loss_disc_real_2: 0.1907128244638443 (0.20769300746421018) | > loss_disc_real_3: 0.2352251559495926 (0.22502775924901167) | > loss_disc_real_4: 0.21745315194129944 (0.2289015781134367) | > loss_disc_real_5: 0.22307005524635315 (0.22049516687790552) | > loss_0: 2.32818865776062 (2.3383897642294564) | > grad_norm_0: tensor(6.0314, device='cuda:0') (tensor(6.8035, device='cuda:0')) | > loss_gen: 2.503251075744629 (2.438397914171219) | > loss_kl: 1.9224226474761963 (1.959154079357783) | > loss_feat: 7.6734490394592285 (6.831401805082957) | > loss_mel: 17.982606887817383 (17.527011434237163) | > loss_duration: 1.9453409910202026 (2.0443051457405086) | > loss_1: 32.027069091796875 (30.800270875295002) | > grad_norm_1: tensor(41.3954, device='cuda:0') (tensor(77.4607, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3476 (0.36368533968925476) | > loader_time: 0.0035 (0.0031629602114359536)  --> TIME: 2024-06-11 21:55:03 -- STEP: 49/330 -- GLOBAL_STEP: 317400 | > loss_disc: 2.3424792289733887 (2.3557115136360642) | > loss_disc_real_0: 0.084721639752388 (0.11034783644943821) | > loss_disc_real_1: 0.20619778335094452 (0.1967839711174673) | > loss_disc_real_2: 0.2097715139389038 (0.21038381025499228) | > loss_disc_real_3: 0.23240119218826294 (0.22878923647257746) | > loss_disc_real_4: 0.22187186777591705 (0.23093543247300752) | > loss_disc_real_5: 0.19824686646461487 (0.21969703265598842) | > loss_0: 2.3424792289733887 (2.3557115136360642) | > grad_norm_0: tensor(19.5804, device='cuda:0') (tensor(10.5744, device='cuda:0')) | > loss_gen: 2.535843849182129 (2.466568898181526) | > loss_kl: 1.9501034021377563 (1.9510937539898618) | > loss_feat: 7.316496849060059 (6.91846919546322) | > loss_mel: 17.019325256347656 (17.471589750173145) | > loss_duration: 1.9451478719711304 (2.009240145585975) | > loss_1: 30.766918182373047 (30.816961755557937) | > grad_norm_1: tensor(181.7466, device='cuda:0') (tensor(116.8602, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3539 (0.3616141251155308) | > loader_time: 0.0034 (0.0033364587900589922)  --> TIME: 2024-06-11 21:55:12 -- STEP: 74/330 -- GLOBAL_STEP: 317425 | > loss_disc: 2.3422768115997314 (2.3570597171783443) | > loss_disc_real_0: 0.07827571779489517 (0.11140910153453415) | > loss_disc_real_1: 0.16069301962852478 (0.1961671792574831) | > loss_disc_real_2: 0.21883919835090637 (0.21013408697940208) | > loss_disc_real_3: 0.23856376111507416 (0.22879997197840665) | > loss_disc_real_4: 0.21770250797271729 (0.23066304221346573) | > loss_disc_real_5: 0.25148624181747437 (0.221288128479107) | > loss_0: 2.3422768115997314 (2.3570597171783443) | > grad_norm_0: tensor(11.6489, device='cuda:0') (tensor(13.0651, device='cuda:0')) | > loss_gen: 2.507002592086792 (2.467524319081693) | > loss_kl: 2.072157621383667 (1.9798047059291117) | > loss_feat: 7.161652565002441 (6.9481649849865885) | > loss_mel: 17.7387752532959 (17.471167242204828) | > loss_duration: 1.9235268831253052 (1.9973752627501609) | > loss_1: 31.403114318847656 (30.86403648273365) | > grad_norm_1: tensor(145.7218, device='cuda:0') (tensor(159.1290, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3861 (0.3633874203707721) | > loader_time: 0.0036 (0.0034773994136501002)  --> TIME: 2024-06-11 21:55:21 -- STEP: 99/330 -- GLOBAL_STEP: 317450 | > loss_disc: 2.3044042587280273 (2.352155668566924) | > loss_disc_real_0: 0.11534616351127625 (0.11286798202329212) | > loss_disc_real_1: 0.1719515174627304 (0.19561532696690223) | > loss_disc_real_2: 0.18405690789222717 (0.2100967870216177) | > loss_disc_real_3: 0.21422724425792694 (0.22825881883953558) | > loss_disc_real_4: 0.22600392997264862 (0.23092375394671855) | > loss_disc_real_5: 0.2254192978143692 (0.22052184650392243) | > loss_0: 2.3044042587280273 (2.352155668566924) | > grad_norm_0: tensor(30.4209, device='cuda:0') (tensor(14.5994, device='cuda:0')) | > loss_gen: 2.5318336486816406 (2.473642272178573) | > loss_kl: 1.9985510110855103 (1.976505163944129) | > loss_feat: 6.9407525062561035 (6.94695965930669) | > loss_mel: 17.632644653320312 (17.388712093083544) | > loss_duration: 2.0040903091430664 (1.996142427126566) | > loss_1: 31.107872009277344 (30.781961652967667) | > grad_norm_1: tensor(200.1617, device='cuda:0') (tensor(178.9662, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3657 (0.3656588467684659) | > loader_time: 0.0038 (0.00364504438458067)  --> TIME: 2024-06-11 21:55:31 -- STEP: 124/330 -- GLOBAL_STEP: 317475 | > loss_disc: 2.2492547035217285 (2.3543010527087787) | > loss_disc_real_0: 0.10721903294324875 (0.11214898051994462) | > loss_disc_real_1: 0.17330077290534973 (0.19514276051232893) | > loss_disc_real_2: 0.20617279410362244 (0.21010394995251008) | > loss_disc_real_3: 0.21519897878170013 (0.23016573909309604) | > loss_disc_real_4: 0.21679586172103882 (0.2306537123457078) | > loss_disc_real_5: 0.17786261439323425 (0.22177289017746527) | > loss_0: 2.2492547035217285 (2.3543010527087787) | > grad_norm_0: tensor(14.8075, device='cuda:0') (tensor(16.0598, device='cuda:0')) | > loss_gen: 2.531853199005127 (2.4841111763831107) | > loss_kl: 2.0746824741363525 (1.9833139882933708) | > loss_feat: 7.016712188720703 (6.9633741263420355) | > loss_mel: 17.627727508544922 (17.385367078165856) | > loss_duration: 2.023918628692627 (1.9995894114817339) | > loss_1: 31.274892807006836 (30.81575584411621) | > grad_norm_1: tensor(331.4014, device='cuda:0') (tensor(206.1920, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3693 (0.3664228031712194) | > loader_time: 0.0039 (0.003722796517033731)  --> TIME: 2024-06-11 21:55:41 -- STEP: 149/330 -- GLOBAL_STEP: 317500 | > loss_disc: 2.385791778564453 (2.3547990834152928) | > loss_disc_real_0: 0.1355901062488556 (0.11322311101943855) | > loss_disc_real_1: 0.19362984597682953 (0.1951338353773092) | > loss_disc_real_2: 0.24800775945186615 (0.21115346852965003) | > loss_disc_real_3: 0.2610642611980438 (0.23050668055579165) | > loss_disc_real_4: 0.26489463448524475 (0.23067990075421813) | > loss_disc_real_5: 0.2177104949951172 (0.2208426903758273) | > loss_0: 2.385791778564453 (2.3547990834152928) | > grad_norm_0: tensor(46.8993, device='cuda:0') (tensor(17.9553, device='cuda:0')) | > loss_gen: 2.4497811794281006 (2.4894161912418853) | > loss_kl: 1.9243932962417603 (1.9882943310193568) | > loss_feat: 6.475783348083496 (6.968101482263347) | > loss_mel: 17.257883071899414 (17.3753267518626) | > loss_duration: 2.041731357574463 (2.0046852387037855) | > loss_1: 30.149572372436523 (30.82582404629496) | > grad_norm_1: tensor(58.8868, device='cuda:0') (tensor(220.3076, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3837 (0.36799598860260624) | > loader_time: 0.0047 (0.003869109505774991) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_317500.pth  --> TIME: 2024-06-11 21:55:55 -- STEP: 174/330 -- GLOBAL_STEP: 317525 | > loss_disc: 2.3724515438079834 (2.354240877874965) | > loss_disc_real_0: 0.12057036906480789 (0.11368316827320504) | > loss_disc_real_1: 0.1765388697385788 (0.19511229142375383) | > loss_disc_real_2: 0.18091270327568054 (0.21092088623293515) | > loss_disc_real_3: 0.23565369844436646 (0.23082951139444594) | > loss_disc_real_4: 0.2322452962398529 (0.22993881118366089) | > loss_disc_real_5: 0.22589710354804993 (0.22032292093011155) | > loss_0: 2.3724515438079834 (2.354240877874965) | > grad_norm_0: tensor(8.7918, device='cuda:0') (tensor(19.8954, device='cuda:0')) | > loss_gen: 2.3808326721191406 (2.493441017194726) | > loss_kl: 1.8403966426849365 (1.9914210020810708) | > loss_feat: 6.4077606201171875 (6.982800626206672) | > loss_mel: 17.287513732910156 (17.391716841993667) | > loss_duration: 2.097036361694336 (2.0100473610834144) | > loss_1: 30.013540267944336 (30.869426913645075) | > grad_norm_1: tensor(332.6823, device='cuda:0') (tensor(245.3315, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3793 (0.3705572013197274) | > loader_time: 0.0046 (0.003955401223281333)  --> TIME: 2024-06-11 21:56:05 -- STEP: 199/330 -- GLOBAL_STEP: 317550 | > loss_disc: 2.366028308868408 (2.358450851248735) | > loss_disc_real_0: 0.10281658172607422 (0.114852779212609) | > loss_disc_real_1: 0.20872202515602112 (0.1958581275077322) | > loss_disc_real_2: 0.2512752413749695 (0.21168510818002212) | > loss_disc_real_3: 0.27195605635643005 (0.23048767799408593) | > loss_disc_real_4: 0.22017107903957367 (0.23046741129165918) | > loss_disc_real_5: 0.21785926818847656 (0.220523731268231) | > loss_0: 2.366028308868408 (2.358450851248735) | > grad_norm_0: tensor(36.4358, device='cuda:0') (tensor(22.5053, device='cuda:0')) | > loss_gen: 2.581829071044922 (2.4975392674680914) | > loss_kl: 1.8768126964569092 (1.9974607462859033) | > loss_feat: 6.7284746170043945 (6.991794449600143) | > loss_mel: 17.744733810424805 (17.370349582116205) | > loss_duration: 2.157723903656006 (2.01800805539941) | > loss_1: 31.089574813842773 (30.8751521949193) | > grad_norm_1: tensor(362.8179, device='cuda:0') (tensor(262.6179, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3884 (0.37226230654884224) | > loader_time: 0.0045 (0.004050536371355679)  --> TIME: 2024-06-11 21:56:15 -- STEP: 224/330 -- GLOBAL_STEP: 317575 | > loss_disc: 2.497652292251587 (2.3600343519023466) | > loss_disc_real_0: 0.10107672214508057 (0.11583288772297758) | > loss_disc_real_1: 0.18871505558490753 (0.19621721109641457) | > loss_disc_real_2: 0.19126799702644348 (0.21114719160167233) | > loss_disc_real_3: 0.21761731803417206 (0.23058223804192884) | > loss_disc_real_4: 0.1977330893278122 (0.23041489966479795) | > loss_disc_real_5: 0.1958959847688675 (0.22041094928447688) | > loss_0: 2.497652292251587 (2.3600343519023466) | > grad_norm_0: tensor(20.5925, device='cuda:0') (tensor(24.0763, device='cuda:0')) | > loss_gen: 2.318330764770508 (2.495689618800367) | > loss_kl: 2.037259578704834 (2.000745843563761) | > loss_feat: 6.775129318237305 (6.9906071445771625) | > loss_mel: 17.332508087158203 (17.332297993557802) | > loss_duration: 2.1319079399108887 (2.0252828315964755) | > loss_1: 30.595136642456055 (30.84462352309908) | > grad_norm_1: tensor(340.6549, device='cuda:0') (tensor(277.3669, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.3948 (0.37489585684878485) | > loader_time: 0.0049 (0.0041406750679016105)  --> TIME: 2024-06-11 21:56:26 -- STEP: 249/330 -- GLOBAL_STEP: 317600 | > loss_disc: 2.505375385284424 (2.3637687317338796) | > loss_disc_real_0: 0.11826823651790619 (0.11730341610300493) | > loss_disc_real_1: 0.21659839153289795 (0.1966751993420613) | > loss_disc_real_2: 0.24731537699699402 (0.2119241668038579) | > loss_disc_real_3: 0.2574231028556824 (0.23081017904971018) | > loss_disc_real_4: 0.253570020198822 (0.23014254658576475) | > loss_disc_real_5: 0.22275365889072418 (0.22046360020417285) | > loss_0: 2.505375385284424 (2.3637687317338796) | > grad_norm_0: tensor(15.6296, device='cuda:0') (tensor(24.6456, device='cuda:0')) | > loss_gen: 2.3285419940948486 (2.4901954342562505) | > loss_kl: 1.830599308013916 (2.0037946911700764) | > loss_feat: 6.653608798980713 (6.978330405361681) | > loss_mel: 17.200822830200195 (17.309543031286537) | > loss_duration: 2.1050143241882324 (2.0336296467417196) | > loss_1: 30.118589401245117 (30.81549333472807) | > grad_norm_1: tensor(329.2821, device='cuda:0') (tensor(283.7676, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.4182 (0.37900074418768825) | > loader_time: 0.0066 (0.004255146386632957)  --> TIME: 2024-06-11 21:56:37 -- STEP: 274/330 -- GLOBAL_STEP: 317625 | > loss_disc: 2.4543261528015137 (2.366771473501719) | > loss_disc_real_0: 0.15182366967201233 (0.11807621177965708) | > loss_disc_real_1: 0.2181609719991684 (0.19684765264935739) | > loss_disc_real_2: 0.20831933617591858 (0.21212785462610914) | > loss_disc_real_3: 0.2418677657842636 (0.23096983732968351) | > loss_disc_real_4: 0.2318432778120041 (0.23032258151874055) | > loss_disc_real_5: 0.2327110767364502 (0.22081225158741874) | > loss_0: 2.4543261528015137 (2.366771473501719) | > grad_norm_0: tensor(40.1953, device='cuda:0') (tensor(24.9874, device='cuda:0')) | > loss_gen: 2.3209846019744873 (2.4856850370003354) | > loss_kl: 1.9037007093429565 (2.0095714913667564) | > loss_feat: 6.49175500869751 (6.991890562711841) | > loss_mel: 15.555191993713379 (17.27102050293972) | > loss_duration: 2.143535614013672 (2.0424107735174397) | > loss_1: 28.4151668548584 (30.800578444543547) | > grad_norm_1: tensor(689.0991, device='cuda:0') (tensor(291.5700, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.4471 (0.38432176704824406) | > loader_time: 0.0063 (0.004406796754711734)  --> TIME: 2024-06-11 21:56:49 -- STEP: 299/330 -- GLOBAL_STEP: 317650 | > loss_disc: 2.453640937805176 (2.3692630804502035) | > loss_disc_real_0: 0.1431490033864975 (0.11910029219145758) | > loss_disc_real_1: 0.18945395946502686 (0.19728580261751966) | > loss_disc_real_2: 0.19393065571784973 (0.21219717833310067) | > loss_disc_real_3: 0.25539064407348633 (0.23120000863753035) | > loss_disc_real_4: 0.23633933067321777 (0.22992029905717906) | > loss_disc_real_5: 0.22297069430351257 (0.22046357587627732) | > loss_0: 2.453640937805176 (2.3692630804502035) | > grad_norm_0: tensor(16.6615, device='cuda:0') (tensor(25.6185, device='cuda:0')) | > loss_gen: 2.3557639122009277 (2.482980247325322) | > loss_kl: 1.9655464887619019 (2.011114705765128) | > loss_feat: 6.719059944152832 (7.000907448223203) | > loss_mel: 17.10141944885254 (17.22195388002939) | > loss_duration: 2.2091522216796875 (2.0528189119287945) | > loss_1: 30.350942611694336 (30.769775288559522) | > grad_norm_1: tensor(98.1609, device='cuda:0') (tensor(304.0774, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.4793 (0.390324469792803) | > loader_time: 0.0072 (0.00459823401077934)  --> TIME: 2024-06-11 21:57:02 -- STEP: 324/330 -- GLOBAL_STEP: 317675 | > loss_disc: 2.38271427154541 (2.371273921595677) | > loss_disc_real_0: 0.1462315320968628 (0.12045323876319108) | > loss_disc_real_1: 0.1950775533914566 (0.1975410127621374) | > loss_disc_real_2: 0.22569234669208527 (0.212095704757505) | > loss_disc_real_3: 0.17922618985176086 (0.23096655594345963) | > loss_disc_real_4: 0.23479390144348145 (0.23021805134636383) | > loss_disc_real_5: 0.18556812405586243 (0.22067631307391464) | > loss_0: 2.38271427154541 (2.371273921595677) | > grad_norm_0: tensor(47.5544, device='cuda:0') (tensor(26.7205, device='cuda:0')) | > loss_gen: 2.1575191020965576 (2.481556236743927) | > loss_kl: 2.131293296813965 (2.01493678306356) | > loss_feat: 9.842819213867188 (7.037872966424919) | > loss_mel: 16.435882568359375 (17.179243526341015) | > loss_duration: 2.260023355484009 (2.067385205148177) | > loss_1: 32.827537536621094 (30.78099482147782) | > grad_norm_1: tensor(722.4557, device='cuda:0') (tensor(315.4434, device='cuda:0')) | > current_lr_0: 0.00018335734182764148 | > current_lr_1: 0.00018335734182764148 | > step_time: 0.5882 (0.40116709102819015) | > loader_time: 0.0092 (0.004870285222559801)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.538485527038574 (2.538485527038574) | > loss_disc_real_0: 0.18596218526363373 (0.18596218526363373) | > loss_disc_real_1: 0.14454254508018494 (0.14454254508018494) | > loss_disc_real_2: 0.2771846055984497 (0.2771846055984497) | > loss_disc_real_3: 0.26971614360809326 (0.26971614360809326) | > loss_disc_real_4: 0.2719546854496002 (0.2719546854496002) | > loss_disc_real_5: 0.21424859762191772 (0.21424859762191772) | > loss_0: 2.538485527038574 (2.538485527038574) | > loss_gen: 2.2106969356536865 (2.2106969356536865) | > loss_kl: 2.0766053199768066 (2.0766053199768066) | > loss_feat: 5.4567060470581055 (5.4567060470581055) | > loss_mel: 14.898398399353027 (14.898398399353027) | > loss_duration: 3.016139268875122 (3.016139268875122) | > loss_1: 27.658546447753906 (27.658546447753906)  --> STEP: 1 | > loss_disc: 2.0854175090789795 (2.0854175090789795) | > loss_disc_real_0: 0.12497563660144806 (0.12497563660144806) | > loss_disc_real_1: 0.14683902263641357 (0.14683902263641357) | > loss_disc_real_2: 0.15013320744037628 (0.15013320744037628) | > loss_disc_real_3: 0.17526622116565704 (0.17526622116565704) | > loss_disc_real_4: 0.14451326429843903 (0.14451326429843903) | > loss_disc_real_5: 0.1948123723268509 (0.1948123723268509) | > loss_0: 2.0854175090789795 (2.0854175090789795) | > loss_gen: 2.4269871711730957 (2.4269871711730957) | > loss_kl: 2.4042091369628906 (2.4042091369628906) | > loss_feat: 7.690579414367676 (7.690579414367676) | > loss_mel: 17.286685943603516 (17.286685943603516) | > loss_duration: 2.3487071990966797 (2.3487071990966797) | > loss_1: 32.15716552734375 (32.15716552734375)  --> STEP: 2 | > loss_disc: 2.5008740425109863 (2.293145775794983) | > loss_disc_real_0: 0.1473393738269806 (0.13615750521421432) | > loss_disc_real_1: 0.16505871713161469 (0.15594886988401413) | > loss_disc_real_2: 0.23235942423343658 (0.19124631583690643) | > loss_disc_real_3: 0.2967245578765869 (0.23599538952112198) | > loss_disc_real_4: 0.27629104256629944 (0.21040215343236923) | > loss_disc_real_5: 0.3073318600654602 (0.25107211619615555) | > loss_0: 2.5008740425109863 (2.293145775794983) | > loss_gen: 2.478421688079834 (2.452704429626465) | > loss_kl: 2.97678279876709 (2.6904959678649902) | > loss_feat: 6.455114841461182 (7.072847127914429) | > loss_mel: 19.41071319580078 (18.34869956970215) | > loss_duration: 2.463498592376709 (2.4061028957366943) | > loss_1: 33.78453063964844 (32.970848083496094)  --> STEP: 3 | > loss_disc: 2.326552629470825 (2.30428139368693) | > loss_disc_real_0: 0.11896835267543793 (0.13042778770128885) | > loss_disc_real_1: 0.15864986181259155 (0.15684920052687326) | > loss_disc_real_2: 0.22135226428508759 (0.20128163198630014) | > loss_disc_real_3: 0.2945336103439331 (0.25550812979539234) | > loss_disc_real_4: 0.21727806329727173 (0.21269412338733673) | > loss_disc_real_5: 0.23755715787410736 (0.24656713008880615) | > loss_0: 2.326552629470825 (2.30428139368693) | > loss_gen: 2.4984121322631836 (2.467940330505371) | > loss_kl: 3.533681631088257 (2.971557855606079) | > loss_feat: 6.9779791831970215 (7.041224479675293) | > loss_mel: 16.462125778198242 (17.719841639200848) | > loss_duration: 2.352829694747925 (2.388345162073771) | > loss_1: 31.825027465820312 (32.588907877604164)  --> STEP: 4 | > loss_disc: 2.3828563690185547 (2.3239251375198364) | > loss_disc_real_0: 0.2403138130903244 (0.15789929404854774) | > loss_disc_real_1: 0.2212718278169632 (0.17295485734939575) | > loss_disc_real_2: 0.26601195335388184 (0.21746421232819557) | > loss_disc_real_3: 0.28339922428131104 (0.262480903416872) | > loss_disc_real_4: 0.20722979307174683 (0.21132804080843925) | > loss_disc_real_5: 0.13775496184825897 (0.21936408802866936) | > loss_0: 2.3828563690185547 (2.3239251375198364) | > loss_gen: 2.5691051483154297 (2.4932315349578857) | > loss_kl: 3.9884274005889893 (3.2257752418518066) | > loss_feat: 5.1366119384765625 (6.56507134437561) | > loss_mel: 15.344457626342773 (17.125995635986328) | > loss_duration: 2.324605941772461 (2.3724103569984436) | > loss_1: 29.363208770751953 (31.782483100891113)  --> STEP: 5 | > loss_disc: 2.137920379638672 (2.2867241859436036) | > loss_disc_real_0: 0.21295812726020813 (0.16891106069087983) | > loss_disc_real_1: 0.13074536621570587 (0.1645129591226578) | > loss_disc_real_2: 0.21133588254451752 (0.21623854637145995) | > loss_disc_real_3: 0.2753600478172302 (0.26505673229694365) | > loss_disc_real_4: 0.24322167038917542 (0.2177067667245865) | > loss_disc_real_5: 0.2157147079706192 (0.21863421201705932) | > loss_0: 2.137920379638672 (2.2867241859436036) | > loss_gen: 2.794259786605835 (2.5534371852874758) | > loss_kl: 2.390862226486206 (3.0587926387786863) | > loss_feat: 5.778661251068115 (6.407789325714111) | > loss_mel: 18.06056785583496 (17.312910079956055) | > loss_duration: 2.345991373062134 (2.3671265602111817) | > loss_1: 31.370342254638672 (31.700054931640626)  --> STEP: 6 | > loss_disc: 2.276931047439575 (2.285091996192932) | > loss_disc_real_0: 0.0822359099984169 (0.154465202242136) | > loss_disc_real_1: 0.17507126927375793 (0.16627267748117447) | > loss_disc_real_2: 0.21803778409957886 (0.21653841932614645) | > loss_disc_real_3: 0.23460610210895538 (0.2599816272656123) | > loss_disc_real_4: 0.2561837136745453 (0.22411959121624628) | > loss_disc_real_5: 0.2183031290769577 (0.2185790315270424) | > loss_0: 2.276931047439575 (2.285091996192932) | > loss_gen: 2.539710521697998 (2.5511494080225625) | > loss_kl: 3.3138296604156494 (3.1012988090515137) | > loss_feat: 6.629854202270508 (6.444800138473511) | > loss_mel: 19.485502243041992 (17.67500877380371) | > loss_duration: 2.2340738773345947 (2.344951113065084) | > loss_1: 34.202972412109375 (32.117207845052086)  --> STEP: 7 | > loss_disc: 2.409304618835449 (2.3028366565704346) | > loss_disc_real_0: 0.05617590621113777 (0.1404238742377077) | > loss_disc_real_1: 0.16181273758411407 (0.16563554321016585) | > loss_disc_real_2: 0.30587005615234375 (0.22930008172988892) | > loss_disc_real_3: 0.2854567766189575 (0.2636209343160902) | > loss_disc_real_4: 0.2558354139328003 (0.22865042303289687) | > loss_disc_real_5: 0.2625662684440613 (0.22486292251518794) | > loss_0: 2.409304618835449 (2.3028366565704346) | > loss_gen: 2.5055227279663086 (2.544631310871669) | > loss_kl: 4.13570499420166 (3.2490711212158203) | > loss_feat: 6.998900890350342 (6.523957388741629) | > loss_mel: 18.560842514038086 (17.80155645098005) | > loss_duration: 2.4844353199005127 (2.3648774283272878) | > loss_1: 34.68540573120117 (32.4840932573591)  --> STEP: 8 | > loss_disc: 2.3367056846618652 (2.3070702850818634) | > loss_disc_real_0: 0.12107179313898087 (0.13800486410036683) | > loss_disc_real_1: 0.1241159588098526 (0.16044559516012669) | > loss_disc_real_2: 0.1750228852033615 (0.222515432164073) | > loss_disc_real_3: 0.20849677920341492 (0.25673041492700577) | > loss_disc_real_4: 0.20380395650863647 (0.2255446147173643) | > loss_disc_real_5: 0.20670557022094727 (0.22259325347840786) | > loss_0: 2.3367056846618652 (2.3070702850818634) | > loss_gen: 2.3000848293304443 (2.514063000679016) | > loss_kl: 3.1405372619628906 (3.235504388809204) | > loss_feat: 12.036604881286621 (7.213038325309753) | > loss_mel: 19.028928756713867 (17.954977989196777) | > loss_duration: 2.2459983825683594 (2.350017547607422) | > loss_1: 38.75215148925781 (33.267600536346436)  --> STEP: 9 | > loss_disc: 2.6265921592712402 (2.34257271554735) | > loss_disc_real_0: 0.12980607151985168 (0.13709388714697626) | > loss_disc_real_1: 0.18687757849693298 (0.1633824821975496) | > loss_disc_real_2: 0.23916900157928467 (0.22436582876576316) | > loss_disc_real_3: 0.2657082974910736 (0.2577279574341244) | > loss_disc_real_4: 0.2429683655500412 (0.2274805870321062) | > loss_disc_real_5: 0.236268550157547 (0.2241127308872011) | > loss_0: 2.6265921592712402 (2.34257271554735) | > loss_gen: 2.4736177921295166 (2.5095690886179605) | > loss_kl: 2.8930089473724365 (3.1974493397606745) | > loss_feat: 8.763350486755371 (7.385295232137044) | > loss_mel: 17.751121520996094 (17.932327270507812) | > loss_duration: 2.181032180786133 (2.33124139573839) | > loss_1: 34.0621337890625 (33.355882008870445)  --> STEP: 10 | > loss_disc: 2.45621657371521 (2.353937101364136) | > loss_disc_real_0: 0.15967676043510437 (0.13935217447578907) | > loss_disc_real_1: 0.17423464357852936 (0.1644676983356476) | > loss_disc_real_2: 0.21053221821784973 (0.22298246771097183) | > loss_disc_real_3: 0.21360468864440918 (0.2533156305551529) | > loss_disc_real_4: 0.2906171381473541 (0.23379424214363098) | > loss_disc_real_5: 0.2464819699525833 (0.2263496547937393) | > loss_0: 2.45621657371521 (2.353937101364136) | > loss_gen: 2.506967544555664 (2.509308934211731) | > loss_kl: 2.6942734718322754 (3.1471317529678347) | > loss_feat: 6.040854454040527 (7.250851154327393) | > loss_mel: 17.255176544189453 (17.864612197875978) | > loss_duration: 2.398326873779297 (2.3379499435424806) | > loss_1: 30.895599365234375 (33.109853744506836)  --> STEP: 11 | > loss_disc: 2.3348400592803955 (2.3522010066292505) | > loss_disc_real_0: 0.12852182984352112 (0.13836759769103743) | > loss_disc_real_1: 0.16344572603702545 (0.16437479176304556) | > loss_disc_real_2: 0.21897698938846588 (0.22261833331801675) | > loss_disc_real_3: 0.24008473753929138 (0.25211282209916547) | > loss_disc_real_4: 0.19736139476299286 (0.23048216510902753) | > loss_disc_real_5: 0.23994140326976776 (0.2275852682915601) | > loss_0: 2.3348400592803955 (2.3522010066292505) | > loss_gen: 2.302377700805664 (2.4904970039020884) | > loss_kl: 4.119835376739502 (3.235559355128895) | > loss_feat: 4.5537800788879395 (7.005662874741987) | > loss_mel: 15.916141510009766 (17.687478498979047) | > loss_duration: 2.4832763671875 (2.3511614366011186) | > loss_1: 29.375410079956055 (32.77035886591131)  --> STEP: 12 | > loss_disc: 2.4880211353302 (2.363519350687663) | > loss_disc_real_0: 0.18486562371253967 (0.14224243319282928) | > loss_disc_real_1: 0.18513953685760498 (0.16610518718759218) | > loss_disc_real_2: 0.22748850286006927 (0.22302418077985445) | > loss_disc_real_3: 0.28952455520629883 (0.25523046652475995) | > loss_disc_real_4: 0.2128097265958786 (0.22900946189959845) | > loss_disc_real_5: 0.22937533259391785 (0.22773444031675658) | > loss_0: 2.4880211353302 (2.363519350687663) | > loss_gen: 2.3332436084747314 (2.477392554283142) | > loss_kl: 3.1199417114257812 (3.225924551486969) | > loss_feat: 5.986883640289307 (6.920764605204265) | > loss_mel: 15.530730247497559 (17.50774947802226) | > loss_duration: 2.2428371906280518 (2.342134416103363) | > loss_1: 29.21363639831543 (32.473965326944985)  --> STEP: 13 | > loss_disc: 2.2769534587860107 (2.3568604359259977) | > loss_disc_real_0: 0.07654883712530136 (0.1371890796491733) | > loss_disc_real_1: 0.2553845942020416 (0.17297283388101137) | > loss_disc_real_2: 0.22595185041427612 (0.22324938613634843) | > loss_disc_real_3: 0.22128576040267944 (0.2526193352845999) | > loss_disc_real_4: 0.29665541648864746 (0.23421299686798683) | > loss_disc_real_5: 0.19168759882450104 (0.22496160635581383) | > loss_0: 2.2769534587860107 (2.3568604359259977) | > loss_gen: 2.614496946334839 (2.4879390459794264) | > loss_kl: 2.977295160293579 (3.2067992137028623) | > loss_feat: 7.314525604248047 (6.951053912823017) | > loss_mel: 16.47223472595215 (17.428094497093788) | > loss_duration: 2.2177624702453613 (2.332567343345055) | > loss_1: 31.5963134765625 (32.40645364614633)  --> STEP: 14 | > loss_disc: 2.384977102279663 (2.358868769236974) | > loss_disc_real_0: 0.14768482744693756 (0.13793877592044218) | > loss_disc_real_1: 0.1442917138338089 (0.17092418244906835) | > loss_disc_real_2: 0.21542173624038696 (0.2226902682866369) | > loss_disc_real_3: 0.2581624388694763 (0.2530152712549482) | > loss_disc_real_4: 0.25654467940330505 (0.23580811704908097) | > loss_disc_real_5: 0.24578462541103363 (0.2264489648597581) | > loss_0: 2.384977102279663 (2.358868769236974) | > loss_gen: 2.540614128112793 (2.4917015518460954) | > loss_kl: 3.251746654510498 (3.210009745189122) | > loss_feat: 7.613965034484863 (6.998404707227435) | > loss_mel: 18.16373634338379 (17.48064034325736) | > loss_duration: 2.3336024284362793 (2.3326412779944286) | > loss_1: 33.903663635253906 (32.513397216796875)  --> STEP: 15 | > loss_disc: 2.5275185108184814 (2.3701120853424076) | > loss_disc_real_0: 0.09644827246665955 (0.13517274235685667) | > loss_disc_real_1: 0.14280718564987183 (0.16904971599578858) | > loss_disc_real_2: 0.23822729289531708 (0.22372606992721558) | > loss_disc_real_3: 0.20887605845928192 (0.25007265706857046) | > loss_disc_real_4: 0.1676807999610901 (0.2312662959098816) | > loss_disc_real_5: 0.19197054207324982 (0.22415040334065756) | > loss_0: 2.5275185108184814 (2.3701120853424076) | > loss_gen: 2.099031925201416 (2.4655235767364503) | > loss_kl: 3.4585530757904053 (3.2265793005625407) | > loss_feat: 9.013676643371582 (7.1327561696370445) | > loss_mel: 17.165159225463867 (17.459608268737792) | > loss_duration: 2.3625969886779785 (2.334638325373332) | > loss_1: 34.09901809692383 (32.619105275472)  --> STEP: 16 | > loss_disc: 2.606414794921875 (2.3848810046911244) | > loss_disc_real_0: 0.20408375561237335 (0.13947968068532646) | > loss_disc_real_1: 0.2940516471862793 (0.17686233669519424) | > loss_disc_real_2: 0.19357584416866302 (0.22184168081730604) | > loss_disc_real_3: 0.27734678983688354 (0.25177729036659) | > loss_disc_real_4: 0.20445023477077484 (0.22959029208868742) | > loss_disc_real_5: 0.2239786833524704 (0.22413967084139585) | > loss_0: 2.606414794921875 (2.3848810046911244) | > loss_gen: 2.2978672981262207 (2.455045059323311) | > loss_kl: 3.0495219230651855 (3.215513214468956) | > loss_feat: 5.404430389404297 (7.024735808372498) | > loss_mel: 14.406630516052246 (17.268797159194946) | > loss_duration: 2.410789966583252 (2.3393978029489517) | > loss_1: 27.56924057006836 (32.30348873138428)  --> STEP: 17 | > loss_disc: 2.765336036682129 (2.407260712455301) | > loss_disc_real_0: 0.2613303065299988 (0.14664736455854246) | > loss_disc_real_1: 0.1707933396100998 (0.17650533686665928) | > loss_disc_real_2: 0.3202197849750519 (0.22762862812070286) | > loss_disc_real_3: 0.31090787053108215 (0.2552555597880307) | > loss_disc_real_4: 0.2442312389612198 (0.2304515242576599) | > loss_disc_real_5: 0.296136736869812 (0.22837479237247915) | > loss_0: 2.765336036682129 (2.407260712455301) | > loss_gen: 2.2878568172454834 (2.4452104568481445) | > loss_kl: 2.646761894226074 (3.182057254454669) | > loss_feat: 4.309262275695801 (6.865002071156221) | > loss_mel: 16.238473892211914 (17.208189908195944) | > loss_duration: 2.528348684310913 (2.350512560676126) | > loss_1: 28.010704040527344 (32.05097198486328)  --> STEP: 18 | > loss_disc: 2.027475595474243 (2.386161539289686) | > loss_disc_real_0: 0.03776243329048157 (0.14059820171031687) | > loss_disc_real_1: 0.09843208640813828 (0.1721679340634081) | > loss_disc_real_2: 0.15459765493869781 (0.22357135183281368) | > loss_disc_real_3: 0.21583381295204163 (0.2530654627415869) | > loss_disc_real_4: 0.24128270149230957 (0.23105325632625157) | > loss_disc_real_5: 0.2355068475008011 (0.22877101765738594) | > loss_0: 2.027475595474243 (2.386161539289686) | > loss_gen: 2.6651153564453125 (2.457427395714654) | > loss_kl: 2.959228992462158 (3.169677906566196) | > loss_feat: 9.129098892211914 (6.9907852278815374) | > loss_mel: 19.848308563232422 (17.354863166809082) | > loss_duration: 2.225590229034424 (2.3435724311404758) | > loss_1: 36.82734298706055 (32.316325929429794)  --> STEP: 19 | > loss_disc: 2.236652135848999 (2.378292623319124) | > loss_disc_real_0: 0.18124760687351227 (0.14273764408732714) | > loss_disc_real_1: 0.2158118635416031 (0.17446498298331312) | > loss_disc_real_2: 0.16248151659965515 (0.220356097346858) | > loss_disc_real_3: 0.22619815170764923 (0.2516513937398007) | > loss_disc_real_4: 0.20415036380290985 (0.22963731461449674) | > loss_disc_real_5: 0.15978147089481354 (0.22513998888040843) | > loss_0: 2.236652135848999 (2.378292623319124) | > loss_gen: 2.542320966720581 (2.4618954783991764) | > loss_kl: 2.1636812686920166 (3.116730715099134) | > loss_feat: 9.415818214416504 (7.118418542962325) | > loss_mel: 17.34613037109375 (17.35440354598196) | > loss_duration: 2.3626856803894043 (2.3445783916272616) | > loss_1: 33.83063507080078 (32.39602641055458)  --> STEP: 20 | > loss_disc: 2.5106470584869385 (2.3849103450775146) | > loss_disc_real_0: 0.1016327291727066 (0.14068239834159613) | > loss_disc_real_1: 0.14507639408111572 (0.17299555353820323) | > loss_disc_real_2: 0.2880188524723053 (0.22373923510313035) | > loss_disc_real_3: 0.2688297629356384 (0.2525103121995926) | > loss_disc_real_4: 0.2826725244522095 (0.23228907510638236) | > loss_disc_real_5: 0.2633650302886963 (0.22705124095082282) | > loss_0: 2.5106470584869385 (2.3849103450775146) | > loss_gen: 2.5663533210754395 (2.4671183705329893) | > loss_kl: 2.2373862266540527 (3.0727634906768797) | > loss_feat: 8.188427925109863 (7.1719190120697025) | > loss_mel: 19.280086517333984 (17.45068769454956) | > loss_duration: 2.2734227180480957 (2.341020607948303) | > loss_1: 34.545677185058594 (32.503508949279784)  --> STEP: 21 | > loss_disc: 2.6005234718322754 (2.3951776368277415) | > loss_disc_real_0: 0.20006151497364044 (0.14350997532407442) | > loss_disc_real_1: 0.20537878572940826 (0.1745376122139749) | > loss_disc_real_2: 0.21694841980934143 (0.22341586294628324) | > loss_disc_real_3: 0.24816393852233887 (0.2523033420244853) | > loss_disc_real_4: 0.25416579842567444 (0.23333082383587248) | > loss_disc_real_5: 0.22130945324897766 (0.22677782248883022) | > loss_0: 2.6005234718322754 (2.3951776368277415) | > loss_gen: 2.0276403427124023 (2.446190845398676) | > loss_kl: 2.651071310043335 (3.0526829106467113) | > loss_feat: 3.844625949859619 (7.013476485297794) | > loss_mel: 13.388228416442871 (17.257237252734956) | > loss_duration: 2.1357920169830322 (2.331247817902338) | > loss_1: 24.047359466552734 (32.10083516438802)  --> STEP: 22 | > loss_disc: 2.4928863048553467 (2.3996189399199057) | > loss_disc_real_0: 0.21949732303619385 (0.1469639456746253) | > loss_disc_real_1: 0.1687452346086502 (0.17427432232282378) | > loss_disc_real_2: 0.19811508059501648 (0.22226582738486203) | > loss_disc_real_3: 0.19760937988758087 (0.24981725283644415) | > loss_disc_real_4: 0.1956430822610855 (0.23161774467338214) | > loss_disc_real_5: 0.2140674740076065 (0.2262000793760473) | > loss_0: 2.4928863048553467 (2.3996189399199057) | > loss_gen: 2.1734373569488525 (2.433792959560048) | > loss_kl: 2.498840808868408 (3.027508269656788) | > loss_feat: 6.018556594848633 (6.96825285391374) | > loss_mel: 15.718313217163086 (17.187286160208963) | > loss_duration: 2.228440999984741 (2.3265747807242656) | > loss_1: 28.637588500976562 (31.943414861505683)  --> STEP: 23 | > loss_disc: 2.316192626953125 (2.39599170892135) | > loss_disc_real_0: 0.14439672231674194 (0.14685232726776082) | > loss_disc_real_1: 0.20031869411468506 (0.17540668631377426) | > loss_disc_real_2: 0.20647579431533813 (0.2215793042079262) | > loss_disc_real_3: 0.24405808746814728 (0.24956685434217038) | > loss_disc_real_4: 0.2300718128681183 (0.23155053024706634) | > loss_disc_real_5: 0.2708547115325928 (0.22814158512198407) | > loss_0: 2.316192626953125 (2.39599170892135) | > loss_gen: 2.460430860519409 (2.4349511291669765) | > loss_kl: 2.4231765270233154 (3.001232976498811) | > loss_feat: 6.717998027801514 (6.957372209300166) | > loss_mel: 14.570605278015137 (17.073517426200535) | > loss_duration: 2.300159454345703 (2.325426288273024) | > loss_1: 28.472370147705078 (31.792499873949133)  --> STEP: 24 | > loss_disc: 2.6188294887542725 (2.4052766164143886) | > loss_disc_real_0: 0.1358518898487091 (0.14639397570863366) | > loss_disc_real_1: 0.1206527054309845 (0.17312527044365802) | > loss_disc_real_2: 0.19005143642425537 (0.22026564305027327) | > loss_disc_real_3: 0.20420940220355988 (0.24767696050306162) | > loss_disc_real_4: 0.2422800362110138 (0.23199759299556413) | > loss_disc_real_5: 0.17816254496574402 (0.22605912511547407) | > loss_0: 2.6188294887542725 (2.4052766164143886) | > loss_gen: 2.157724618911743 (2.4234000245730085) | > loss_kl: 2.864344835281372 (2.9955293039480844) | > loss_feat: 10.848336219787598 (7.119495709737142) | > loss_mel: 18.30539321899414 (17.1248455842336) | > loss_duration: 2.4887945652008057 (2.3322332998116813) | > loss_1: 36.66459655761719 (31.995503902435303)  --> STEP: 25 | > loss_disc: 2.3949780464172363 (2.4048646736145027) | > loss_disc_real_0: 0.17533645033836365 (0.14755167469382285) | > loss_disc_real_1: 0.16139006614685059 (0.17265586227178573) | > loss_disc_real_2: 0.25462284684181213 (0.22163993120193481) | > loss_disc_real_3: 0.20370614528656006 (0.24591812789440154) | > loss_disc_real_4: 0.19878849387168884 (0.23066922903060913) | > loss_disc_real_5: 0.26565003395080566 (0.22764276146888732) | > loss_0: 2.3949780464172363 (2.4048646736145027) | > loss_gen: 2.3979196548461914 (2.422380809783936) | > loss_kl: 2.7962870597839355 (2.9875596141815186) | > loss_feat: 8.546133995056152 (7.176561241149902) | > loss_mel: 15.661653518676758 (17.066317901611328) | > loss_duration: 2.3941853046417236 (2.3347113800048827) | > loss_1: 31.796178817749023 (31.98753089904785)  --> STEP: 26 | > loss_disc: 2.549957752227783 (2.4104451766380905) | > loss_disc_real_0: 0.11928931623697281 (0.14646466090702093) | > loss_disc_real_1: 0.1357671022415161 (0.17123706380908305) | > loss_disc_real_2: 0.21238264441490173 (0.22128388171012586) | > loss_disc_real_3: 0.18240787088871002 (0.24347542570187494) | > loss_disc_real_4: 0.25359830260276794 (0.23155111647569215) | > loss_disc_real_5: 0.18892432749271393 (0.22615359093134219) | > loss_0: 2.549957752227783 (2.4104451766380905) | > loss_gen: 1.9112284183502197 (2.4027211024211006) | > loss_kl: 2.5555810928344727 (2.9709450556681705) | > loss_feat: 7.091695785522461 (7.173297185164231) | > loss_mel: 18.599584579467773 (17.125289696913498) | > loss_duration: 2.312164783477783 (2.3338442032153788) | > loss_1: 32.470252990722656 (32.00609713334303) --> EVAL PERFORMANCE | > avg_loader_time: 0.0027280770815335787 (+0.0002721548080444336) | > avg_loss_disc: 2.4104451766380905 (-0.08439738933856589) | > avg_loss_disc_real_0: 0.14646466090702093 (-0.02134942019788119) | > avg_loss_disc_real_1: 0.17123706380908305 (-0.08637732754533106) | > avg_loss_disc_real_2: 0.22128388171012586 (-0.005563229322433472) | > avg_loss_disc_real_3: 0.24347542570187494 (-0.01817417947145608) | > avg_loss_disc_real_4: 0.23155111647569215 (-0.007280779572633594) | > avg_loss_disc_real_5: 0.22615359093134219 (-0.04525347569814098) | > avg_loss_0: 2.4104451766380905 (-0.08439738933856589) | > avg_loss_gen: 2.4027211024211006 (-0.08633636511289122) | > avg_loss_kl: 2.9709450556681705 (-0.0016443270903372387) | > avg_loss_feat: 7.173297185164231 (+0.49878737559685327) | > avg_loss_mel: 17.125289696913498 (-0.300018677344692) | > avg_loss_duration: 2.3338442032153788 (-0.008418468328622808) | > avg_loss_1: 32.00609713334303 (+0.10236916175255928)  > EPOCH: 696/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 21:57:26)   --> TIME: 2024-06-11 21:57:34 -- STEP: 19/330 -- GLOBAL_STEP: 317700 | > loss_disc: 2.3578555583953857 (2.3433023502952173) | > loss_disc_real_0: 0.08848066627979279 (0.10143178309264936) | > loss_disc_real_1: 0.1828855276107788 (0.20641354902794487) | > loss_disc_real_2: 0.2082035094499588 (0.20643966056798635) | > loss_disc_real_3: 0.252522349357605 (0.22984743902557775) | > loss_disc_real_4: 0.22824406623840332 (0.23485673728742099) | > loss_disc_real_5: 0.21276669204235077 (0.22614868534238716) | > loss_0: 2.3578555583953857 (2.3433023502952173) | > grad_norm_0: tensor(10.2514, device='cuda:0') (tensor(9.3405, device='cuda:0')) | > loss_gen: 2.4094104766845703 (2.4954304695129395) | > loss_kl: 2.0930569171905518 (1.9646717435435246) | > loss_feat: 7.019357204437256 (7.007814583025481) | > loss_mel: 16.61854362487793 (17.66132425007067) | > loss_duration: 1.9863357543945312 (2.0561683930848775) | > loss_1: 30.1267032623291 (31.185409445511667) | > grad_norm_1: tensor(211.1177, device='cuda:0') (tensor(153.5497, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.3626 (0.3724967554995888) | > loader_time: 0.0036 (0.003484048341449938)  --> TIME: 2024-06-11 21:57:44 -- STEP: 44/330 -- GLOBAL_STEP: 317725 | > loss_disc: 2.4946184158325195 (2.3376091176813296) | > loss_disc_real_0: 0.13953958451747894 (0.10402265597473491) | > loss_disc_real_1: 0.17860211431980133 (0.20030903172763911) | > loss_disc_real_2: 0.22297139465808868 (0.2087691646407951) | > loss_disc_real_3: 0.1984989494085312 (0.22710736536166884) | > loss_disc_real_4: 0.21720145642757416 (0.23190191929990595) | > loss_disc_real_5: 0.2093619555234909 (0.22319366850636221) | > loss_0: 2.4946184158325195 (2.3376091176813296) | > grad_norm_0: tensor(14.0993, device='cuda:0') (tensor(9.6669, device='cuda:0')) | > loss_gen: 2.2847695350646973 (2.505951263687827) | > loss_kl: 2.0928077697753906 (1.9519815878434614) | > loss_feat: 7.512208938598633 (7.101723020726984) | > loss_mel: 17.35429573059082 (17.60631626302546) | > loss_duration: 1.909374713897705 (2.008216532793911) | > loss_1: 31.15345573425293 (31.174188570542768) | > grad_norm_1: tensor(126.2092, device='cuda:0') (tensor(141.1937, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.3652 (0.38167946988886053) | > loader_time: 0.0033 (0.0036259401928294788)  --> TIME: 2024-06-11 21:57:53 -- STEP: 69/330 -- GLOBAL_STEP: 317750 | > loss_disc: 2.459928035736084 (2.3475445457126773) | > loss_disc_real_0: 0.11305505037307739 (0.10694002846012944) | > loss_disc_real_1: 0.18814197182655334 (0.19840205601160077) | > loss_disc_real_2: 0.19158083200454712 (0.2088751924642618) | > loss_disc_real_3: 0.22297675907611847 (0.2267052693211514) | > loss_disc_real_4: 0.22657398879528046 (0.2306459984485654) | > loss_disc_real_5: 0.2265906184911728 (0.2222384989693545) | > loss_0: 2.459928035736084 (2.3475445457126773) | > grad_norm_0: tensor(6.8556, device='cuda:0') (tensor(9.6488, device='cuda:0')) | > loss_gen: 2.5069360733032227 (2.4936334257540493) | > loss_kl: 1.661478877067566 (1.961344045141469) | > loss_feat: 6.646471977233887 (7.120005068571671) | > loss_mel: 16.596874237060547 (17.57926241556804) | > loss_duration: 1.955247163772583 (1.9965155470198475) | > loss_1: 29.36701011657715 (31.150760540063832) | > grad_norm_1: tensor(88.4992, device='cuda:0') (tensor(127.8957, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.3588 (0.37532889670219977) | > loader_time: 0.0045 (0.0036518677421238112)  --> TIME: 2024-06-11 21:58:02 -- STEP: 94/330 -- GLOBAL_STEP: 317775 | > loss_disc: 2.3045740127563477 (2.3573260383403043) | > loss_disc_real_0: 0.1015140637755394 (0.10945750202270264) | > loss_disc_real_1: 0.18456780910491943 (0.19780930052412318) | > loss_disc_real_2: 0.2129574716091156 (0.20982172419416142) | > loss_disc_real_3: 0.24251636862754822 (0.228815902420815) | > loss_disc_real_4: 0.2658182382583618 (0.23263900790442812) | > loss_disc_real_5: 0.24327455461025238 (0.22388260589635117) | > loss_0: 2.3045740127563477 (2.3573260383403043) | > grad_norm_0: tensor(8.7155, device='cuda:0') (tensor(9.5501, device='cuda:0')) | > loss_gen: 2.604123830795288 (2.483767595696957) | > loss_kl: 1.9739092588424683 (1.965716318881258) | > loss_feat: 7.176588535308838 (7.035310628566336) | > loss_mel: 17.601078033447266 (17.538805900736055) | > loss_duration: 2.0105834007263184 (1.9939597946532226) | > loss_1: 31.366283416748047 (31.017560187806474) | > grad_norm_1: tensor(80.4420, device='cuda:0') (tensor(120.2332, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.3757 (0.37331063950315435) | > loader_time: 0.0038 (0.003735296269680591)  --> TIME: 2024-06-11 21:58:12 -- STEP: 119/330 -- GLOBAL_STEP: 317800 | > loss_disc: 2.40899658203125 (2.3576835764556368) | > loss_disc_real_0: 0.11038751900196075 (0.11079443020730459) | > loss_disc_real_1: 0.18332833051681519 (0.1979144978172639) | > loss_disc_real_2: 0.17905829846858978 (0.2108922123658557) | > loss_disc_real_3: 0.24308456480503082 (0.22840910373615617) | > loss_disc_real_4: 0.2211708128452301 (0.2314847328332292) | > loss_disc_real_5: 0.21582309901714325 (0.22260245242539575) | > loss_0: 2.40899658203125 (2.3576835764556368) | > grad_norm_0: tensor(11.8733, device='cuda:0') (tensor(9.5221, device='cuda:0')) | > loss_gen: 2.2549829483032227 (2.4794335906245135) | > loss_kl: 1.9992924928665161 (1.9719642991779232) | > loss_feat: 6.948851108551025 (7.03412213846415) | > loss_mel: 17.242740631103516 (17.509575242755798) | > loss_duration: 1.980539321899414 (1.9951889805433127) | > loss_1: 30.42640495300293 (30.99028419045841) | > grad_norm_1: tensor(111.3502, device='cuda:0') (tensor(119.5634, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.371 (0.37307967458452496) | > loader_time: 0.0037 (0.0038085344458828455)  --> TIME: 2024-06-11 21:58:22 -- STEP: 144/330 -- GLOBAL_STEP: 317825 | > loss_disc: 2.375577211380005 (2.3640692416164604) | > loss_disc_real_0: 0.10190516710281372 (0.11252065028788315) | > loss_disc_real_1: 0.17973802983760834 (0.19755742409163052) | > loss_disc_real_2: 0.18379133939743042 (0.21150442399084568) | > loss_disc_real_3: 0.21507509052753448 (0.22851639365156493) | > loss_disc_real_4: 0.2501089870929718 (0.231866554564072) | > loss_disc_real_5: 0.23795557022094727 (0.22296604172637066) | > loss_0: 2.375577211380005 (2.3640692416164604) | > grad_norm_0: tensor(14.0915, device='cuda:0') (tensor(9.6207, device='cuda:0')) | > loss_gen: 2.53581166267395 (2.4751098884476557) | > loss_kl: 2.0807294845581055 (1.980749527613322) | > loss_feat: 7.3829874992370605 (7.014416578743193) | > loss_mel: 17.48093605041504 (17.49670689635807) | > loss_duration: 1.9966058731079102 (2.0008876853519015) | > loss_1: 31.477069854736328 (30.967870540089077) | > grad_norm_1: tensor(67.8290, device='cuda:0') (tensor(117.7758, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.3799 (0.37382277515199447) | > loader_time: 0.0045 (0.003911703824996948)  --> TIME: 2024-06-11 21:58:32 -- STEP: 169/330 -- GLOBAL_STEP: 317850 | > loss_disc: 2.3566908836364746 (2.3684894163933006) | > loss_disc_real_0: 0.09228244423866272 (0.11383153590753939) | > loss_disc_real_1: 0.23294810950756073 (0.19818709349843877) | > loss_disc_real_2: 0.21988794207572937 (0.21200534454464198) | > loss_disc_real_3: 0.2361917793750763 (0.22908576141447712) | > loss_disc_real_4: 0.23969292640686035 (0.23238960181820323) | > loss_disc_real_5: 0.2315315157175064 (0.22351345005472736) | > loss_0: 2.3566908836364746 (2.3684894163933006) | > grad_norm_0: tensor(5.0525, device='cuda:0') (tensor(9.8897, device='cuda:0')) | > loss_gen: 2.528951644897461 (2.468431378257344) | > loss_kl: 1.9494171142578125 (1.9831581150991677) | > loss_feat: 7.198270320892334 (6.987747189561291) | > loss_mel: 17.27781105041504 (17.47126206279507) | > loss_duration: 2.04784893989563 (2.005839715342549) | > loss_1: 31.002300262451172 (30.916438413089548) | > grad_norm_1: tensor(111.6147, device='cuda:0') (tensor(120.0923, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.3945 (0.3758017043390217) | > loader_time: 0.0046 (0.00402903274671566)  --> TIME: 2024-06-11 21:58:42 -- STEP: 194/330 -- GLOBAL_STEP: 317875 | > loss_disc: 2.3513026237487793 (2.3722736245578075) | > loss_disc_real_0: 0.13440310955047607 (0.11553867088304352) | > loss_disc_real_1: 0.22120648622512817 (0.1983347536669564) | > loss_disc_real_2: 0.2355954498052597 (0.2116000838961797) | > loss_disc_real_3: 0.2517070174217224 (0.2290855472542576) | > loss_disc_real_4: 0.22648897767066956 (0.23225698435736686) | > loss_disc_real_5: 0.2170165628194809 (0.22365696467075152) | > loss_0: 2.3513026237487793 (2.3722736245578075) | > grad_norm_0: tensor(23.4651, device='cuda:0') (tensor(12.3416, device='cuda:0')) | > loss_gen: 2.6104960441589355 (2.4651646945894377) | > loss_kl: 2.0937373638153076 (1.9883159528073577) | > loss_feat: 6.805265426635742 (6.9745762888918215) | > loss_mel: 17.644794464111328 (17.420461866044512) | > loss_duration: 2.0422515869140625 (2.0137980322247944) | > loss_1: 31.196544647216797 (30.862316819810374) | > grad_norm_1: tensor(361.9823, device='cuda:0') (tensor(141.8812, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.4019 (0.37872174597278085) | > loader_time: 0.0057 (0.004136827803149669)  --> TIME: 2024-06-11 21:58:52 -- STEP: 219/330 -- GLOBAL_STEP: 317900 | > loss_disc: 2.4307475090026855 (2.3762420737035717) | > loss_disc_real_0: 0.14824962615966797 (0.11709642951210884) | > loss_disc_real_1: 0.19363908469676971 (0.19838884261917306) | > loss_disc_real_2: 0.20174191892147064 (0.21189416761267668) | > loss_disc_real_3: 0.28605395555496216 (0.229698038536664) | > loss_disc_real_4: 0.28625741600990295 (0.2325040327903887) | > loss_disc_real_5: 0.2736552357673645 (0.22363049200136367) | > loss_0: 2.4307475090026855 (2.3762420737035717) | > grad_norm_0: tensor(29.5680, device='cuda:0') (tensor(14.3156, device='cuda:0')) | > loss_gen: 2.4676761627197266 (2.4647753499958602) | > loss_kl: 2.0455410480499268 (1.9957561694323744) | > loss_feat: 7.162038326263428 (6.974325968250292) | > loss_mel: 17.311649322509766 (17.383423918458433) | > loss_duration: 2.0842928886413574 (2.021468876703691) | > loss_1: 31.071199417114258 (30.839750272498282) | > grad_norm_1: tensor(542.6421, device='cuda:0') (tensor(165.1611, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.4008 (0.38155570748734147) | > loader_time: 0.0053 (0.004254860420749615)  --> TIME: 2024-06-11 21:59:03 -- STEP: 244/330 -- GLOBAL_STEP: 317925 | > loss_disc: 2.4265074729919434 (2.3752405291697993) | > loss_disc_real_0: 0.08324327319860458 (0.11771895681492618) | > loss_disc_real_1: 0.22847610712051392 (0.19816930213424025) | > loss_disc_real_2: 0.22406522929668427 (0.21152562580880566) | > loss_disc_real_3: 0.20793555676937103 (0.22948307208106167) | > loss_disc_real_4: 0.21401967108249664 (0.23173551353030516) | > loss_disc_real_5: 0.2540152072906494 (0.22312771357962344) | > loss_0: 2.4265074729919434 (2.3752405291697993) | > grad_norm_0: tensor(26.2528, device='cuda:0') (tensor(16.5136, device='cuda:0')) | > loss_gen: 2.628875494003296 (2.4688512487489658) | > loss_kl: 1.931056022644043 (1.9969800529909916) | > loss_feat: 6.884120941162109 (6.973687934093788) | > loss_mel: 16.064008712768555 (17.322908835332917) | > loss_duration: 2.042809009552002 (2.0305482119810407) | > loss_1: 29.55086898803711 (30.79297623087148) | > grad_norm_1: tensor(380.3424, device='cuda:0') (tensor(187.0130, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.4223 (0.3849308822975784) | > loader_time: 0.0057 (0.004372219570347523)  --> TIME: 2024-06-11 21:59:14 -- STEP: 269/330 -- GLOBAL_STEP: 317950 | > loss_disc: 2.2909960746765137 (2.3785924902635855) | > loss_disc_real_0: 0.06691697239875793 (0.11844334956327779) | > loss_disc_real_1: 0.22405274212360382 (0.19873813946894112) | > loss_disc_real_2: 0.2008926123380661 (0.21238099814126035) | > loss_disc_real_3: 0.2065083235502243 (0.23015299827192795) | > loss_disc_real_4: 0.23506084084510803 (0.23227961765789187) | > loss_disc_real_5: 0.1765574961900711 (0.22294759384761512) | > loss_0: 2.2909960746765137 (2.3785924902635855) | > grad_norm_0: tensor(38.7710, device='cuda:0') (tensor(18.2927, device='cuda:0')) | > loss_gen: 2.586376905441284 (2.4693509575159567) | > loss_kl: 2.0382466316223145 (1.998767585116248) | > loss_feat: 6.71760892868042 (6.973677112267363) | > loss_mel: 16.014827728271484 (17.27793126301253) | > loss_duration: 2.130828380584717 (2.038607825133883) | > loss_1: 29.48788833618164 (30.75833471645653) | > grad_norm_1: tensor(380.8460, device='cuda:0') (tensor(206.3738, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.4361 (0.3892017137605462) | > loader_time: 0.0063 (0.004506911486941201)  --> TIME: 2024-06-11 21:59:25 -- STEP: 294/330 -- GLOBAL_STEP: 317975 | > loss_disc: 2.591452121734619 (2.382360343219469) | > loss_disc_real_0: 0.24831606447696686 (0.12100664381774104) | > loss_disc_real_1: 0.18960773944854736 (0.198924905892943) | > loss_disc_real_2: 0.20089703798294067 (0.21198892061199462) | > loss_disc_real_3: 0.2266942858695984 (0.23004187182301566) | > loss_disc_real_4: 0.2645586133003235 (0.2322642720070015) | > loss_disc_real_5: 0.21375460922718048 (0.2223947526646309) | > loss_0: 2.591452121734619 (2.382360343219469) | > grad_norm_0: tensor(60.8181, device='cuda:0') (tensor(21.2458, device='cuda:0')) | > loss_gen: 2.33438777923584 (2.467572542274889) | > loss_kl: 2.000858783721924 (2.002052994001479) | > loss_feat: 6.795364856719971 (6.961324104646437) | > loss_mel: 17.28783416748047 (17.20744642919425) | > loss_duration: 2.1973769664764404 (2.0487358221391463) | > loss_1: 30.615821838378906 (30.687131862251125) | > grad_norm_1: tensor(206.4441, device='cuda:0') (tensor(226.2375, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.4693 (0.39510651024020454) | > loader_time: 0.0068 (0.004670871358339479)  --> TIME: 2024-06-11 21:59:39 -- STEP: 319/330 -- GLOBAL_STEP: 318000 | > loss_disc: 2.4280779361724854 (2.3840588641390896) | > loss_disc_real_0: 0.21122929453849792 (0.12240633954729033) | > loss_disc_real_1: 0.1871110498905182 (0.19947561467516006) | > loss_disc_real_2: 0.20238853991031647 (0.21184579574949688) | > loss_disc_real_3: 0.2278195023536682 (0.22988463994290761) | > loss_disc_real_4: 0.2153930366039276 (0.2320446008144875) | > loss_disc_real_5: 0.21419797837734222 (0.222282641873838) | > loss_0: 2.4280779361724854 (2.3840588641390896) | > grad_norm_0: tensor(43.3275, device='cuda:0') (tensor(23.0063, device='cuda:0')) | > loss_gen: 2.467700958251953 (2.467314937645364) | > loss_kl: 2.002561092376709 (2.0062001091559463) | > loss_feat: 8.247316360473633 (6.987852208666667) | > loss_mel: 17.562862396240234 (17.16571511295522) | > loss_duration: 2.232013463973999 (2.0629748154583423) | > loss_1: 32.512454986572266 (30.690057162580818) | > grad_norm_1: tensor(481.7723, device='cuda:0') (tensor(246.5685, device='cuda:0')) | > current_lr_0: 0.00018333442215991301 | > current_lr_1: 0.00018333442215991301 | > step_time: 0.5711 (0.4046790405500646) | > loader_time: 0.0093 (0.004905889026797303) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_318000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.546830177307129 (2.546830177307129) | > loss_disc_real_0: 0.13882488012313843 (0.13882488012313843) | > loss_disc_real_1: 0.24372924864292145 (0.24372924864292145) | > loss_disc_real_2: 0.30948901176452637 (0.30948901176452637) | > loss_disc_real_3: 0.31526580452919006 (0.31526580452919006) | > loss_disc_real_4: 0.3265366554260254 (0.3265366554260254) | > loss_disc_real_5: 0.3310360908508301 (0.3310360908508301) | > loss_0: 2.546830177307129 (2.546830177307129) | > loss_gen: 2.709956169128418 (2.709956169128418) | > loss_kl: 2.209608554840088 (2.209608554840088) | > loss_feat: 5.606036186218262 (5.606036186218262) | > loss_mel: 14.022132873535156 (14.022132873535156) | > loss_duration: 3.0316853523254395 (3.0316853523254395) | > loss_1: 27.579418182373047 (27.579418182373047)  --> STEP: 1 | > loss_disc: 2.4612340927124023 (2.4612340927124023) | > loss_disc_real_0: 0.14651381969451904 (0.14651381969451904) | > loss_disc_real_1: 0.2043665647506714 (0.2043665647506714) | > loss_disc_real_2: 0.23928837478160858 (0.23928837478160858) | > loss_disc_real_3: 0.2553800344467163 (0.2553800344467163) | > loss_disc_real_4: 0.2936705946922302 (0.2936705946922302) | > loss_disc_real_5: 0.24534137547016144 (0.24534137547016144) | > loss_0: 2.4612340927124023 (2.4612340927124023) | > loss_gen: 2.382842540740967 (2.382842540740967) | > loss_kl: 2.474876642227173 (2.474876642227173) | > loss_feat: 5.7315144538879395 (5.7315144538879395) | > loss_mel: 16.793439865112305 (16.793439865112305) | > loss_duration: 2.5112369060516357 (2.5112369060516357) | > loss_1: 29.893911361694336 (29.893911361694336)  --> STEP: 2 | > loss_disc: 2.455434560775757 (2.4583343267440796) | > loss_disc_real_0: 0.0933491438627243 (0.11993148177862167) | > loss_disc_real_1: 0.18548913300037384 (0.1949278488755226) | > loss_disc_real_2: 0.27752506732940674 (0.25840672105550766) | > loss_disc_real_3: 0.34240955114364624 (0.2988947927951813) | > loss_disc_real_4: 0.32396388053894043 (0.3088172376155853) | > loss_disc_real_5: 0.2744843065738678 (0.2599128410220146) | > loss_0: 2.455434560775757 (2.4583343267440796) | > loss_gen: 2.6969387531280518 (2.5398906469345093) | > loss_kl: 3.103121280670166 (2.7889989614486694) | > loss_feat: 5.741811752319336 (5.736663103103638) | > loss_mel: 17.324275970458984 (17.058857917785645) | > loss_duration: 2.454538583755493 (2.4828877449035645) | > loss_1: 31.32068634033203 (30.607298851013184)  --> STEP: 3 | > loss_disc: 2.5303022861480713 (2.48232364654541) | > loss_disc_real_0: 0.12181077152490616 (0.12055791169404984) | > loss_disc_real_1: 0.31004858016967773 (0.2333014259735743) | > loss_disc_real_2: 0.22979669272899628 (0.24887004494667053) | > loss_disc_real_3: 0.2917090356349945 (0.29649954040845233) | > loss_disc_real_4: 0.2524372637271881 (0.29002391298611957) | > loss_disc_real_5: 0.3269796371459961 (0.2822684397300084) | > loss_0: 2.5303022861480713 (2.48232364654541) | > loss_gen: 2.549358367919922 (2.543046553929647) | > loss_kl: 3.4648187160491943 (3.0142722129821777) | > loss_feat: 5.801813125610352 (5.758379777272542) | > loss_mel: 15.294836044311523 (16.470850626627605) | > loss_duration: 2.2849483489990234 (2.4169079462687173) | > loss_1: 29.395774841308594 (30.203457514444988)  --> STEP: 4 | > loss_disc: 2.5791850090026855 (2.506538987159729) | > loss_disc_real_0: 0.13015493750572205 (0.12295716814696789) | > loss_disc_real_1: 0.2032090574502945 (0.22577833384275436) | > loss_disc_real_2: 0.25617143511772156 (0.2506953924894333) | > loss_disc_real_3: 0.30777186155319214 (0.2993176206946373) | > loss_disc_real_4: 0.3055122196674347 (0.29389598965644836) | > loss_disc_real_5: 0.31490159034729004 (0.29042672738432884) | > loss_0: 2.5791850090026855 (2.506538987159729) | > loss_gen: 2.4320552349090576 (2.5152987241744995) | > loss_kl: 4.216475963592529 (3.3148231506347656) | > loss_feat: 6.983184814453125 (6.064581036567688) | > loss_mel: 17.941516876220703 (16.83851718902588) | > loss_duration: 2.3372228145599365 (2.396986663341522) | > loss_1: 33.91045379638672 (31.13020658493042)  --> STEP: 5 | > loss_disc: 2.1515681743621826 (2.43554482460022) | > loss_disc_real_0: 0.15404212474822998 (0.1291741594672203) | > loss_disc_real_1: 0.25878944993019104 (0.2323805570602417) | > loss_disc_real_2: 0.2206343114376068 (0.244683176279068) | > loss_disc_real_3: 0.2848154902458191 (0.29641719460487365) | > loss_disc_real_4: 0.2742179334163666 (0.28996037840843203) | > loss_disc_real_5: 0.2476014494895935 (0.2818616718053818) | > loss_0: 2.1515681743621826 (2.43554482460022) | > loss_gen: 3.0479955673217773 (2.621838092803955) | > loss_kl: 3.101869583129883 (3.272232437133789) | > loss_feat: 5.888641357421875 (6.029393100738526) | > loss_mel: 20.528104782104492 (17.576434707641603) | > loss_duration: 2.3527565002441406 (2.388140630722046) | > loss_1: 34.919368743896484 (31.88803901672363)  --> STEP: 6 | > loss_disc: 2.609360933303833 (2.464514176050822) | > loss_disc_real_0: 0.13889020681381226 (0.1307935006916523) | > loss_disc_real_1: 0.34337276220321655 (0.2508792579174042) | > loss_disc_real_2: 0.26661282777786255 (0.24833811819553375) | > loss_disc_real_3: 0.4113088846206665 (0.3155658096075058) | > loss_disc_real_4: 0.38197562098503113 (0.30529625217119855) | > loss_disc_real_5: 0.3110257685184479 (0.2867223545908928) | > loss_0: 2.609360933303833 (2.464514176050822) | > loss_gen: 3.022437810897827 (2.688604712486267) | > loss_kl: 2.9167912006378174 (3.212992231051127) | > loss_feat: 5.185949325561523 (5.888819138209025) | > loss_mel: 18.639307022094727 (17.75358009338379) | > loss_duration: 2.165616512298584 (2.3510532776514688) | > loss_1: 31.93010139465332 (31.895049413045246)  --> STEP: 7 | > loss_disc: 2.151064872741699 (2.419735704149519) | > loss_disc_real_0: 0.09864438325166702 (0.12620076962879725) | > loss_disc_real_1: 0.23975270986557007 (0.24928975105285645) | > loss_disc_real_2: 0.19566704332828522 (0.24081367892878397) | > loss_disc_real_3: 0.215140700340271 (0.30121936542647226) | > loss_disc_real_4: 0.26090121269226074 (0.29895410367420744) | > loss_disc_real_5: 0.21730734407901764 (0.27680592451776775) | > loss_0: 2.151064872741699 (2.419735704149519) | > loss_gen: 2.737170934677124 (2.695542744227818) | > loss_kl: 4.533010959625244 (3.4015663351331438) | > loss_feat: 8.446633338928223 (6.254221166883196) | > loss_mel: 18.661663055419922 (17.88330623081752) | > loss_duration: 2.497195243835449 (2.3719307013920377) | > loss_1: 36.875675201416016 (32.6065673828125)  --> STEP: 8 | > loss_disc: 2.714221477508545 (2.456546425819397) | > loss_disc_real_0: 0.17982825636863708 (0.13290420547127724) | > loss_disc_real_1: 0.2635995149612427 (0.2510784715414047) | > loss_disc_real_2: 0.25914669036865234 (0.2431053053587675) | > loss_disc_real_3: 0.2697729170322418 (0.29728855937719345) | > loss_disc_real_4: 0.2756302058696747 (0.2960386164486408) | > loss_disc_real_5: 0.27844977378845215 (0.2770114056766033) | > loss_0: 2.714221477508545 (2.456546425819397) | > loss_gen: 2.4590725898742676 (2.6659839749336243) | > loss_kl: 2.7869985103607178 (3.3247453570365906) | > loss_feat: 10.294868469238281 (6.759302079677582) | > loss_mel: 19.487136840820312 (18.08378505706787) | > loss_duration: 2.257387161254883 (2.357612758874893) | > loss_1: 37.28546142578125 (33.191429138183594)  --> STEP: 9 | > loss_disc: 2.4723122119903564 (2.4582981798383923) | > loss_disc_real_0: 0.19798947870731354 (0.1401359024975035) | > loss_disc_real_1: 0.19038623571395874 (0.2443348897827996) | > loss_disc_real_2: 0.30005040764808655 (0.24943253894646963) | > loss_disc_real_3: 0.29276207089424133 (0.296785616212421) | > loss_disc_real_4: 0.31530624628067017 (0.2981794642077552) | > loss_disc_real_5: 0.23636610805988312 (0.27249526149696773) | > loss_0: 2.4723122119903564 (2.4582981798383923) | > loss_gen: 2.9095730781555176 (2.693049430847168) | > loss_kl: 2.4499292373657227 (3.2275435659620495) | > loss_feat: 8.957002639770508 (7.003491030799018) | > loss_mel: 17.51287078857422 (18.020350138346355) | > loss_duration: 2.1572659015655518 (2.335351996951633) | > loss_1: 33.98664093017578 (33.2797860039605)  --> STEP: 10 | > loss_disc: 2.632523775100708 (2.475720739364624) | > loss_disc_real_0: 0.11275026202201843 (0.137397338449955) | > loss_disc_real_1: 0.2970828413963318 (0.24960968494415284) | > loss_disc_real_2: 0.3269290626049042 (0.25718219131231307) | > loss_disc_real_3: 0.3448583781719208 (0.30159289240837095) | > loss_disc_real_4: 0.3036271333694458 (0.29872423112392427) | > loss_disc_real_5: 0.3300313949584961 (0.27824887484312055) | > loss_0: 2.632523775100708 (2.475720739364624) | > loss_gen: 2.6935954093933105 (2.6931040287017822) | > loss_kl: 2.696547508239746 (3.1744439601898193) | > loss_feat: 5.360532760620117 (6.839195203781128) | > loss_mel: 17.08384132385254 (17.926699256896974) | > loss_duration: 2.3345179557800293 (2.3352685928344727) | > loss_1: 30.169036865234375 (32.96871109008789)  --> STEP: 11 | > loss_disc: 2.6328585147857666 (2.490005991675637) | > loss_disc_real_0: 0.1531963348388672 (0.138833610848947) | > loss_disc_real_1: 0.21667343378067017 (0.24661548029292713) | > loss_disc_real_2: 0.29534977674484253 (0.2606519718061794) | > loss_disc_real_3: 0.311887264251709 (0.30252874439412897) | > loss_disc_real_4: 0.31924301385879517 (0.30058957500891254) | > loss_disc_real_5: 0.32534584403038025 (0.2825304174965078) | > loss_0: 2.6328585147857666 (2.490005991675637) | > loss_gen: 2.465299606323242 (2.672394535758279) | > loss_kl: 3.73153018951416 (3.2250881628556685) | > loss_feat: 6.660882949829102 (6.822984998876398) | > loss_mel: 17.78256607055664 (17.91359623995694) | > loss_duration: 2.472817897796631 (2.3477730751037598) | > loss_1: 33.11309814453125 (32.981837185946375)  --> STEP: 12 | > loss_disc: 2.6919913291931152 (2.506838103135427) | > loss_disc_real_0: 0.18568460643291473 (0.1427378604809443) | > loss_disc_real_1: 0.322357177734375 (0.2529272884130478) | > loss_disc_real_2: 0.35132449865341187 (0.26820801571011543) | > loss_disc_real_3: 0.3094576299190521 (0.3031061515212059) | > loss_disc_real_4: 0.2667749524116516 (0.2977716897924741) | > loss_disc_real_5: 0.30700328946113586 (0.28456982349356014) | > loss_0: 2.6919913291931152 (2.506838103135427) | > loss_gen: 2.641134738922119 (2.6697895526885986) | > loss_kl: 3.016803503036499 (3.2077311078707376) | > loss_feat: 5.8564558029174805 (6.742440899213155) | > loss_mel: 16.21847152709961 (17.77233584721883) | > loss_duration: 2.2335705757141113 (2.3382562001546225) | > loss_1: 29.9664363861084 (32.73055378595988)  --> STEP: 13 | > loss_disc: 2.6120619773864746 (2.5149322473085842) | > loss_disc_real_0: 0.14099273085594177 (0.14260361974055952) | > loss_disc_real_1: 0.21543096005916595 (0.2500429554627492) | > loss_disc_real_2: 0.31377190351486206 (0.2717129301566344) | > loss_disc_real_3: 0.30144453048706055 (0.30297833451857936) | > loss_disc_real_4: 0.35134461522102356 (0.30189268405620867) | > loss_disc_real_5: 0.2899770140647888 (0.2849857612298085) | > loss_0: 2.6120619773864746 (2.5149322473085842) | > loss_gen: 2.55078387260437 (2.6606352696051965) | > loss_kl: 2.6657590866088867 (3.1660409523890567) | > loss_feat: 6.6256842613220215 (6.733459619375376) | > loss_mel: 16.90098762512207 (17.705309060903694) | > loss_duration: 2.17874813079834 (2.3259863486656775) | > loss_1: 30.92196273803711 (32.59143139765813)  --> STEP: 14 | > loss_disc: 2.4261200428009033 (2.5085885184151784) | > loss_disc_real_0: 0.23194780945777893 (0.14898534757750376) | > loss_disc_real_1: 0.19855466485023499 (0.24636522041899817) | > loss_disc_real_2: 0.1929084211587906 (0.2660840366567884) | > loss_disc_real_3: 0.2896367013454437 (0.30202536072049824) | > loss_disc_real_4: 0.3136483132839203 (0.3027323718581881) | > loss_disc_real_5: 0.2841600775718689 (0.28492678382567) | > loss_0: 2.4261200428009033 (2.5085885184151784) | > loss_gen: 2.9410266876220703 (2.680663228034973) | > loss_kl: 3.4636619091033936 (3.1872995921543668) | > loss_feat: 6.988674163818359 (6.751689229692731) | > loss_mel: 18.402015686035156 (17.755073819841655) | > loss_duration: 2.404785633087158 (2.3316148689814975) | > loss_1: 34.200164794921875 (32.70634092603411)  --> STEP: 15 | > loss_disc: 2.5233514308929443 (2.509572712580363) | > loss_disc_real_0: 0.19158527255058289 (0.15182534257570904) | > loss_disc_real_1: 0.32620325684547424 (0.2516877561807632) | > loss_disc_real_2: 0.3124980032444 (0.2691783010959625) | > loss_disc_real_3: 0.3323231339454651 (0.30404521226882936) | > loss_disc_real_4: 0.3043096363544464 (0.3028375228246053) | > loss_disc_real_5: 0.2793278992176056 (0.284553524851799) | > loss_0: 2.5233514308929443 (2.509572712580363) | > loss_gen: 2.991731643676758 (2.701401122411092) | > loss_kl: 3.36409592628479 (3.1990860144297284) | > loss_feat: 6.6413984298706055 (6.74433650970459) | > loss_mel: 18.265413284301758 (17.789096450805665) | > loss_duration: 2.374654769897461 (2.3344841957092286) | > loss_1: 33.63729476928711 (32.76840451558431)  --> STEP: 16 | > loss_disc: 2.4569501876831055 (2.5062838047742844) | > loss_disc_real_0: 0.17757228016853333 (0.15343452617526054) | > loss_disc_real_1: 0.1716061383485794 (0.24668265506625173) | > loss_disc_real_2: 0.21933315694332123 (0.26606297958642244) | > loss_disc_real_3: 0.2644321322441101 (0.3015693947672844) | > loss_disc_real_4: 0.2972753345966339 (0.3024898860603571) | > loss_disc_real_5: 0.3319915235042572 (0.28751839976757765) | > loss_0: 2.4569501876831055 (2.5062838047742844) | > loss_gen: 2.6241798400878906 (2.696574792265892) | > loss_kl: 2.7809152603149414 (3.172950342297554) | > loss_feat: 6.836867332458496 (6.750119686126709) | > loss_mel: 16.711984634399414 (17.721776962280273) | > loss_duration: 2.3891611099243164 (2.3379015028476715) | > loss_1: 31.343109130859375 (32.679323554039)  --> STEP: 17 | > loss_disc: 2.2480361461639404 (2.4910927660324993) | > loss_disc_real_0: 0.10956133902072906 (0.1508537504602881) | > loss_disc_real_1: 0.2085433006286621 (0.2444391636287465) | > loss_disc_real_2: 0.30147626996040344 (0.2681461143143037) | > loss_disc_real_3: 0.2829129993915558 (0.3004719597451827) | > loss_disc_real_4: 0.2575336992740631 (0.29984540448469277) | > loss_disc_real_5: 0.20430704951286316 (0.2826236144584768) | > loss_0: 2.2480361461639404 (2.4910927660324993) | > loss_gen: 2.8794591426849365 (2.707332695231718) | > loss_kl: 2.37485408782959 (3.1260035037994385) | > loss_feat: 8.051695823669434 (6.826682988335104) | > loss_mel: 17.762035369873047 (17.72414510390338) | > loss_duration: 2.4650650024414062 (2.3453817087061264) | > loss_1: 33.533111572265625 (32.72954637864057)  --> STEP: 18 | > loss_disc: 2.3518900871276855 (2.483359283871121) | > loss_disc_real_0: 0.1088065654039383 (0.14851779573493534) | > loss_disc_real_1: 0.1627436727285385 (0.2399005252454016) | > loss_disc_real_2: 0.16539591550827026 (0.2624377699361907) | > loss_disc_real_3: 0.1889527589082718 (0.29427644858757657) | > loss_disc_real_4: 0.2288116216659546 (0.29589908321698505) | > loss_disc_real_5: 0.20099495351314545 (0.27808868885040283) | > loss_0: 2.3518900871276855 (2.483359283871121) | > loss_gen: 2.0395383834838867 (2.6702330112457275) | > loss_kl: 2.7467081546783447 (3.1049315399593778) | > loss_feat: 7.171756744384766 (6.845853752560085) | > loss_mel: 17.735382080078125 (17.72476938035753) | > loss_duration: 2.2848048210144043 (2.3420163260565863) | > loss_1: 31.978191375732422 (32.68780443403456)  --> STEP: 19 | > loss_disc: 2.646273612976074 (2.491933722245066) | > loss_disc_real_0: 0.16747841238975525 (0.1495157229272943) | > loss_disc_real_1: 0.19131071865558624 (0.23734316700383237) | > loss_disc_real_2: 0.21486219763755798 (0.259933792446789) | > loss_disc_real_3: 0.32373374700546265 (0.29582683271483373) | > loss_disc_real_4: 0.3094613254070282 (0.29661288543751363) | > loss_disc_real_5: 0.29434889554977417 (0.2789444892030013) | > loss_0: 2.646273612976074 (2.491933722245066) | > loss_gen: 2.3578848838806152 (2.653793636121248) | > loss_kl: 1.5355790853500366 (3.02233404234836) | > loss_feat: 6.594073295593262 (6.832602149561832) | > loss_mel: 18.308687210083008 (17.755501897711504) | > loss_duration: 2.366006374359131 (2.343278960177773) | > loss_1: 31.1622314453125 (32.60751111883866)  --> STEP: 20 | > loss_disc: 2.5774776935577393 (2.4962109208106993) | > loss_disc_real_0: 0.14570190012454987 (0.14932503178715706) | > loss_disc_real_1: 0.2443748563528061 (0.23769475147128105) | > loss_disc_real_2: 0.3025401830673218 (0.26206411197781565) | > loss_disc_real_3: 0.3315228819847107 (0.29761163517832756) | > loss_disc_real_4: 0.3105159401893616 (0.29730803817510604) | > loss_disc_real_5: 0.2938966453075409 (0.2796920970082283) | > loss_0: 2.5774776935577393 (2.4962109208106993) | > loss_gen: 2.5824038982391357 (2.6502241492271423) | > loss_kl: 2.386462926864624 (2.990540486574173) | > loss_feat: 7.0752387046813965 (6.84473397731781) | > loss_mel: 18.800045013427734 (17.807729053497315) | > loss_duration: 2.309451103210449 (2.3415875673294066) | > loss_1: 33.15359878540039 (32.634815502166745)  --> STEP: 21 | > loss_disc: 2.5238516330718994 (2.49752714520409) | > loss_disc_real_0: 0.26318421959877014 (0.15474689787342435) | > loss_disc_real_1: 0.20186156034469604 (0.23598840903668178) | > loss_disc_real_2: 0.3165760934352875 (0.2646599206186476) | > loss_disc_real_3: 0.2887161076068878 (0.29718803862730664) | > loss_disc_real_4: 0.3360316753387451 (0.2991520208971841) | > loss_disc_real_5: 0.27186688780784607 (0.2793194679986863) | > loss_0: 2.5238516330718994 (2.49752714520409) | > loss_gen: 2.8710410594940186 (2.660739240192232) | > loss_kl: 2.3703200817108154 (2.9610061815806796) | > loss_feat: 6.609649658203125 (6.8335394859313965) | > loss_mel: 16.448392868041992 (17.742998758951824) | > loss_duration: 2.1473474502563477 (2.332338037944975) | > loss_1: 30.44675064086914 (32.53062193734305)  --> STEP: 22 | > loss_disc: 2.8027772903442383 (2.5114021518013696) | > loss_disc_real_0: 0.22626708447933197 (0.15799781544642014) | > loss_disc_real_1: 0.3634696900844574 (0.24178301272067157) | > loss_disc_real_2: 0.277913361787796 (0.2652623497626998) | > loss_disc_real_3: 0.28125157952308655 (0.29646365412256936) | > loss_disc_real_4: 0.3238765299320221 (0.3002758622169495) | > loss_disc_real_5: 0.32138916850090027 (0.2812317271124233) | > loss_0: 2.8027772903442383 (2.5114021518013696) | > loss_gen: 2.4133636951446533 (2.6494948972355234) | > loss_kl: 2.373262643814087 (2.9342905662276526) | > loss_feat: 4.597519397735596 (6.731902209195224) | > loss_mel: 12.59041690826416 (17.508790493011475) | > loss_duration: 2.1917576789855957 (2.32594802162864) | > loss_1: 24.16632080078125 (32.15042643113569)  --> STEP: 23 | > loss_disc: 2.514193058013916 (2.511523495549741) | > loss_disc_real_0: 0.18089699745178223 (0.1589934320553489) | > loss_disc_real_1: 0.2509440779685974 (0.24218131990536398) | > loss_disc_real_2: 0.22672247886657715 (0.26358670320199884) | > loss_disc_real_3: 0.27779534459114075 (0.2956519884907681) | > loss_disc_real_4: 0.2698151171207428 (0.2989514819953753) | > loss_disc_real_5: 0.26851800084114075 (0.2806789564049762) | > loss_0: 2.514193058013916 (2.511523495549741) | > loss_gen: 2.4770162105560303 (2.6419958239016323) | > loss_kl: 2.919955015182495 (2.9336672813996025) | > loss_feat: 5.108305931091309 (6.661311066668967) | > loss_mel: 15.717184066772461 (17.430894561435867) | > loss_duration: 2.266968250274658 (2.3233836837436845) | > loss_1: 28.489429473876953 (31.991252650385313)  --> STEP: 24 | > loss_disc: 2.27465558052063 (2.501653999090195) | > loss_disc_real_0: 0.13883987069129944 (0.15815370033184686) | > loss_disc_real_1: 0.290759414434433 (0.24420540717740855) | > loss_disc_real_2: 0.3011348843574524 (0.26515121075014275) | > loss_disc_real_3: 0.23882396519184113 (0.29328415418664616) | > loss_disc_real_4: 0.26046934723854065 (0.29734805971384054) | > loss_disc_real_5: 0.20774279534816742 (0.2776399496942758) | > loss_0: 2.27465558052063 (2.501653999090195) | > loss_gen: 2.9530038833618164 (2.6549544930458064) | > loss_kl: 2.5887551307678223 (2.919295941789945) | > loss_feat: 6.11782693862915 (6.638665894667308) | > loss_mel: 18.740943908691406 (17.48547995090485) | > loss_duration: 2.4586997032165527 (2.3290218512217207) | > loss_1: 32.85922622680664 (32.027418216069535)  --> STEP: 25 | > loss_disc: 2.696051597595215 (2.509429903030396) | > loss_disc_real_0: 0.2921678423881531 (0.16351426601409913) | > loss_disc_real_1: 0.2797200083732605 (0.24562599122524262) | > loss_disc_real_2: 0.2839627265930176 (0.26590367138385773) | > loss_disc_real_3: 0.2945014238357544 (0.2933328449726105) | > loss_disc_real_4: 0.2837708592414856 (0.29680497169494635) | > loss_disc_real_5: 0.24608200788497925 (0.2763776320219039) | > loss_0: 2.696051597595215 (2.509429903030396) | > loss_gen: 2.468726396560669 (2.647505369186401) | > loss_kl: 2.7959554195404053 (2.914362320899963) | > loss_feat: 4.136753559112549 (6.538589401245117) | > loss_mel: 12.32853889465332 (17.27920230865479) | > loss_duration: 2.36696457862854 (2.3305395603179933) | > loss_1: 24.096939086914062 (31.710199050903316)  --> STEP: 26 | > loss_disc: 2.4699361324310303 (2.5079109118534975) | > loss_disc_real_0: 0.06989885866641998 (0.15991367342380378) | > loss_disc_real_1: 0.14253316819667816 (0.2416608826472209) | > loss_disc_real_2: 0.15368276834487915 (0.2615874828054355) | > loss_disc_real_3: 0.21129657328128815 (0.2901776037537135) | > loss_disc_real_4: 0.22950883209705353 (0.29421665863348895) | > loss_disc_real_5: 0.18178346753120422 (0.27273939492610777) | > loss_0: 2.4699361324310303 (2.5079109118534975) | > loss_gen: 1.9307019710540771 (2.619936007719773) | > loss_kl: 2.3844971656799316 (2.8939828918530393) | > loss_feat: 11.190760612487793 (6.717519063215989) | > loss_mel: 19.561616897583008 (17.36698748515203) | > loss_duration: 2.2985334396362305 (2.329308555676387) | > loss_1: 37.366111755371094 (31.927734154921307) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025616425734299878 (-0.0001664345081035909) | > avg_loss_disc: 2.5079109118534975 (+0.09746573521540691) | > avg_loss_disc_real_0: 0.15991367342380378 (+0.013449012516782849) | > avg_loss_disc_real_1: 0.2416608826472209 (+0.07042381883813786) | > avg_loss_disc_real_2: 0.2615874828054355 (+0.040303601095309616) | > avg_loss_disc_real_3: 0.2901776037537135 (+0.046702178051838544) | > avg_loss_disc_real_4: 0.29421665863348895 (+0.0626655421577968) | > avg_loss_disc_real_5: 0.27273939492610777 (+0.046585803994765584) | > avg_loss_0: 2.5079109118534975 (+0.09746573521540691) | > avg_loss_gen: 2.619936007719773 (+0.21721490529867227) | > avg_loss_kl: 2.8939828918530393 (-0.07696216381513121) | > avg_loss_feat: 6.717519063215989 (-0.4557781219482422) | > avg_loss_mel: 17.36698748515203 (+0.2416977882385325) | > avg_loss_duration: 2.329308555676387 (-0.004535647538991938) | > avg_loss_1: 31.927734154921307 (-0.07836297842172613)  > EPOCH: 697/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:00:10)   --> TIME: 2024-06-11 22:00:16 -- STEP: 14/330 -- GLOBAL_STEP: 318025 | > loss_disc: 2.278702735900879 (2.3461131368364607) | > loss_disc_real_0: 0.0806034505367279 (0.10000903212598392) | > loss_disc_real_1: 0.21336646378040314 (0.19331988266536168) | > loss_disc_real_2: 0.211627796292305 (0.20982068670647486) | > loss_disc_real_3: 0.22091951966285706 (0.22414260251181467) | > loss_disc_real_4: 0.2261607050895691 (0.22965596935578755) | > loss_disc_real_5: 0.19249995052814484 (0.22410500049591064) | > loss_0: 2.278702735900879 (2.3461131368364607) | > grad_norm_0: tensor(6.6938, device='cuda:0') (tensor(6.3717, device='cuda:0')) | > loss_gen: 2.564518928527832 (2.4420323031289235) | > loss_kl: 1.6444413661956787 (1.8922876460211617) | > loss_feat: 7.1430864334106445 (6.798724617276873) | > loss_mel: 17.52827262878418 (17.557133265904017) | > loss_duration: 1.9895291328430176 (2.072312201772417) | > loss_1: 30.86984634399414 (30.762489318847656) | > grad_norm_1: tensor(126.0831, device='cuda:0') (tensor(71.9551, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3565 (0.37078094482421875) | > loader_time: 0.0031 (0.003159420830862863)  --> TIME: 2024-06-11 22:00:26 -- STEP: 39/330 -- GLOBAL_STEP: 318050 | > loss_disc: 2.365539789199829 (2.349221590237739) | > loss_disc_real_0: 0.10591042786836624 (0.10627208898464839) | > loss_disc_real_1: 0.22718939185142517 (0.1952564273125086) | > loss_disc_real_2: 0.20673146843910217 (0.21126491519121024) | > loss_disc_real_3: 0.23513992130756378 (0.2270820064422412) | > loss_disc_real_4: 0.2408991903066635 (0.23030446355159467) | > loss_disc_real_5: 0.21676836907863617 (0.2208862488086407) | > loss_0: 2.365539789199829 (2.349221590237739) | > grad_norm_0: tensor(9.4501, device='cuda:0') (tensor(7.5750, device='cuda:0')) | > loss_gen: 2.55229115486145 (2.4794387572850938) | > loss_kl: 2.145402431488037 (1.9345783759386113) | > loss_feat: 7.208371639251709 (6.960074754861685) | > loss_mel: 17.685558319091797 (17.510718174469773) | > loss_duration: 2.027420997619629 (2.015160282452901) | > loss_1: 31.61904525756836 (30.89996988345415) | > grad_norm_1: tensor(67.7894, device='cuda:0') (tensor(87.5097, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3618 (0.3716016488197523) | > loader_time: 0.0034 (0.0033783851525722407)  --> TIME: 2024-06-11 22:00:35 -- STEP: 64/330 -- GLOBAL_STEP: 318075 | > loss_disc: 2.3819265365600586 (2.354185748845338) | > loss_disc_real_0: 0.10505214333534241 (0.10831927915569395) | > loss_disc_real_1: 0.18008744716644287 (0.19656842201948166) | > loss_disc_real_2: 0.21450649201869965 (0.21079739183187485) | > loss_disc_real_3: 0.22919996082782745 (0.22848990000784397) | > loss_disc_real_4: 0.23571109771728516 (0.2330140273552388) | > loss_disc_real_5: 0.25154247879981995 (0.22230498399585485) | > loss_0: 2.3819265365600586 (2.354185748845338) | > grad_norm_0: tensor(4.6094, device='cuda:0') (tensor(8.0202, device='cuda:0')) | > loss_gen: 2.4082095623016357 (2.4736514054238796) | > loss_kl: 1.9214568138122559 (1.9683563858270645) | > loss_feat: 6.887757301330566 (6.951285235583782) | > loss_mel: 17.35381507873535 (17.438557654619217) | > loss_duration: 1.9951027631759644 (1.9991314560174942) | > loss_1: 30.56633949279785 (30.83098194003105) | > grad_norm_1: tensor(88.9736, device='cuda:0') (tensor(83.8199, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3661 (0.3699156008660794) | > loader_time: 0.0035 (0.0035325288772583008)  --> TIME: 2024-06-11 22:00:45 -- STEP: 89/330 -- GLOBAL_STEP: 318100 | > loss_disc: 2.289153575897217 (2.3602769267692976) | > loss_disc_real_0: 0.12216059118509293 (0.11067555007639895) | > loss_disc_real_1: 0.22162961959838867 (0.19737985093941848) | > loss_disc_real_2: 0.24141645431518555 (0.21158796197242952) | > loss_disc_real_3: 0.19341488182544708 (0.2289649293328939) | > loss_disc_real_4: 0.21356627345085144 (0.23161321978890495) | > loss_disc_real_5: 0.19446757435798645 (0.22302424187740583) | > loss_0: 2.289153575897217 (2.3602769267692976) | > grad_norm_0: tensor(5.7745, device='cuda:0') (tensor(8.0179, device='cuda:0')) | > loss_gen: 2.448551654815674 (2.4704621373937363) | > loss_kl: 2.0237879753112793 (1.9909179987532368) | > loss_feat: 6.683178901672363 (6.964014765921603) | > loss_mel: 17.615787506103516 (17.423407436756612) | > loss_duration: 2.0058834552764893 (1.9946190801899084) | > loss_1: 30.777189254760742 (30.843421207385116) | > grad_norm_1: tensor(76.9625, device='cuda:0') (tensor(80.4775, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3624 (0.37109786472963485) | > loader_time: 0.0039 (0.0035895631554421414)  --> TIME: 2024-06-11 22:00:54 -- STEP: 114/330 -- GLOBAL_STEP: 318125 | > loss_disc: 2.367602586746216 (2.356560042029931) | > loss_disc_real_0: 0.07856403291225433 (0.11165921488090565) | > loss_disc_real_1: 0.1896049678325653 (0.19693829276059804) | > loss_disc_real_2: 0.2130342423915863 (0.2111668463861733) | > loss_disc_real_3: 0.24685633182525635 (0.22834393878777823) | > loss_disc_real_4: 0.24313697218894958 (0.23169919064170436) | > loss_disc_real_5: 0.19745466113090515 (0.22147898637411886) | > loss_0: 2.367602586746216 (2.356560042029931) | > grad_norm_0: tensor(13.4267, device='cuda:0') (tensor(9.3572, device='cuda:0')) | > loss_gen: 2.4906179904937744 (2.469932608437119) | > loss_kl: 2.1941754817962646 (1.9934689810401516) | > loss_feat: 7.519162178039551 (6.971814624050207) | > loss_mel: 17.63042640686035 (17.408629199914767) | > loss_duration: 2.0220792293548584 (1.9969076545614945) | > loss_1: 31.856462478637695 (30.8407529362461) | > grad_norm_1: tensor(324.3446, device='cuda:0') (tensor(111.5826, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3679 (0.3707510630289714) | > loader_time: 0.0036 (0.003653001367000111)  --> TIME: 2024-06-11 22:01:04 -- STEP: 139/330 -- GLOBAL_STEP: 318150 | > loss_disc: 2.324843168258667 (2.368956504108235) | > loss_disc_real_0: 0.11625118553638458 (0.11312198049301724) | > loss_disc_real_1: 0.22160044312477112 (0.19835993090121867) | > loss_disc_real_2: 0.21082617342472076 (0.2121157234521221) | > loss_disc_real_3: 0.2179015874862671 (0.2294314571207376) | > loss_disc_real_4: 0.22532622516155243 (0.2328084556104468) | > loss_disc_real_5: 0.21705453097820282 (0.22429575208279726) | > loss_0: 2.324843168258667 (2.368956504108235) | > grad_norm_0: tensor(37.5836, device='cuda:0') (tensor(11.1605, device='cuda:0')) | > loss_gen: 2.4628818035125732 (2.469859742432189) | > loss_kl: 2.079613208770752 (1.9943669785698541) | > loss_feat: 6.700194835662842 (6.946501148690422) | > loss_mel: 17.172134399414062 (17.418003068553457) | > loss_duration: 2.0686020851135254 (2.002605584885577) | > loss_1: 30.48342514038086 (30.831336398776486) | > grad_norm_1: tensor(190.2416, device='cuda:0') (tensor(135.7438, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3717 (0.3721906847233395) | > loader_time: 0.0039 (0.003775172953983005)  --> TIME: 2024-06-11 22:01:14 -- STEP: 164/330 -- GLOBAL_STEP: 318175 | > loss_disc: 2.4452710151672363 (2.3730360647527164) | > loss_disc_real_0: 0.10070495307445526 (0.11441893285004104) | > loss_disc_real_1: 0.16753032803535461 (0.19824507541772796) | > loss_disc_real_2: 0.24394847452640533 (0.21205309705763328) | > loss_disc_real_3: 0.22883646190166473 (0.22988519445061684) | > loss_disc_real_4: 0.2368447184562683 (0.23288439677619352) | > loss_disc_real_5: 0.23167772591114044 (0.2241065313176411) | > loss_0: 2.4452710151672363 (2.3730360647527164) | > grad_norm_0: tensor(20.8292, device='cuda:0') (tensor(12.0380, device='cuda:0')) | > loss_gen: 2.41424822807312 (2.4648451790577006) | > loss_kl: 2.08815598487854 (1.9992241794016303) | > loss_feat: 6.212419033050537 (6.929614965508624) | > loss_mel: 16.69137954711914 (17.417762570264866) | > loss_duration: 2.077643394470215 (2.006340724665944) | > loss_1: 29.483844757080078 (30.817787565836092) | > grad_norm_1: tensor(326.4198, device='cuda:0') (tensor(155.2756, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3933 (0.37443561234125283) | > loader_time: 0.0043 (0.003881293099100997)  --> TIME: 2024-06-11 22:01:24 -- STEP: 189/330 -- GLOBAL_STEP: 318200 | > loss_disc: 2.4331138134002686 (2.374961068390538) | > loss_disc_real_0: 0.1613166630268097 (0.11588066378756175) | > loss_disc_real_1: 0.24588525295257568 (0.19867282593376423) | > loss_disc_real_2: 0.20023174583911896 (0.21265523782167486) | > loss_disc_real_3: 0.2603561580181122 (0.229914525198558) | > loss_disc_real_4: 0.2732897698879242 (0.23244957728360696) | > loss_disc_real_5: 0.2570439577102661 (0.22414087500206378) | > loss_0: 2.4331138134002686 (2.374961068390538) | > grad_norm_0: tensor(49.9531, device='cuda:0') (tensor(14.1905, device='cuda:0')) | > loss_gen: 2.462459087371826 (2.4649261431719243) | > loss_kl: 1.9232736825942993 (2.0001182562459716) | > loss_feat: 6.459417819976807 (6.911613648530667) | > loss_mel: 17.352184295654297 (17.393798010689878) | > loss_duration: 2.1011500358581543 (2.014028385833456) | > loss_1: 30.298484802246094 (30.784484368783456) | > grad_norm_1: tensor(318.0834, device='cuda:0') (tensor(171.5692, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.3948 (0.3768811894472315) | > loader_time: 0.0045 (0.003996759495407185)  --> TIME: 2024-06-11 22:01:34 -- STEP: 214/330 -- GLOBAL_STEP: 318225 | > loss_disc: 2.443716049194336 (2.3751817161791786) | > loss_disc_real_0: 0.07210797071456909 (0.11630187389031749) | > loss_disc_real_1: 0.16493187844753265 (0.19813790611017532) | > loss_disc_real_2: 0.22568932175636292 (0.21248825945865327) | > loss_disc_real_3: 0.22133515775203705 (0.23020056871888794) | > loss_disc_real_4: 0.23902028799057007 (0.2329564254696124) | > loss_disc_real_5: 0.27182579040527344 (0.22346527087632742) | > loss_0: 2.443716049194336 (2.3751817161791786) | > grad_norm_0: tensor(57.3373, device='cuda:0') (tensor(15.6869, device='cuda:0')) | > loss_gen: 2.383354902267456 (2.468327476599505) | > loss_kl: 1.8293821811676025 (2.0011937412146095) | > loss_feat: 6.640683174133301 (6.926558585924523) | > loss_mel: 16.621288299560547 (17.366907841691354) | > loss_duration: 2.118206262588501 (2.0215095131196685) | > loss_1: 29.592914581298828 (30.78449708279048) | > grad_norm_1: tensor(385.4102, device='cuda:0') (tensor(194.1181, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.4033 (0.3810153252610537) | > loader_time: 0.0053 (0.004101300908026293)  --> TIME: 2024-06-11 22:01:45 -- STEP: 239/330 -- GLOBAL_STEP: 318250 | > loss_disc: 2.4230687618255615 (2.37790191123675) | > loss_disc_real_0: 0.07722015678882599 (0.11834492740147283) | > loss_disc_real_1: 0.188036248087883 (0.1986263295222526) | > loss_disc_real_2: 0.24413470923900604 (0.21253041667419498) | > loss_disc_real_3: 0.29303357005119324 (0.23041263060589715) | > loss_disc_real_4: 0.2742098271846771 (0.23256552125868937) | > loss_disc_real_5: 0.24992027878761292 (0.22301480965883663) | > loss_0: 2.4230687618255615 (2.37790191123675) | > grad_norm_0: tensor(38.1880, device='cuda:0') (tensor(19.4882, device='cuda:0')) | > loss_gen: 2.4646146297454834 (2.4746545847489734) | > loss_kl: 2.018547773361206 (1.9996176304677522) | > loss_feat: 6.244922161102295 (6.9195793383291075) | > loss_mel: 17.019559860229492 (17.322482416320558) | > loss_duration: 2.067906379699707 (2.029855564049594) | > loss_1: 29.8155517578125 (30.746189492516937) | > grad_norm_1: tensor(409.8198, device='cuda:0') (tensor(223.8549, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.404 (0.3845133292625141) | > loader_time: 0.0058 (0.004214469359010832)  --> TIME: 2024-06-11 22:01:56 -- STEP: 264/330 -- GLOBAL_STEP: 318275 | > loss_disc: 2.3570644855499268 (2.377790557615684) | > loss_disc_real_0: 0.12163904309272766 (0.11904947510497135) | > loss_disc_real_1: 0.19326217472553253 (0.19853428920561617) | > loss_disc_real_2: 0.17028386890888214 (0.21247583305971188) | > loss_disc_real_3: 0.24332083761692047 (0.23009026722248757) | > loss_disc_real_4: 0.2700313627719879 (0.232451064399246) | > loss_disc_real_5: 0.2598159909248352 (0.22286062738434834) | > loss_0: 2.3570644855499268 (2.377790557615684) | > grad_norm_0: tensor(30.2375, device='cuda:0') (tensor(20.7214, device='cuda:0')) | > loss_gen: 2.4917314052581787 (2.4737509118788163) | > loss_kl: 2.0801804065704346 (2.0038666029771135) | > loss_feat: 6.643609046936035 (6.932669399362622) | > loss_mel: 16.20795440673828 (17.283345771558366) | > loss_duration: 2.145984649658203 (2.0378247865221693) | > loss_1: 29.569459915161133 (30.731457435723506) | > grad_norm_1: tensor(470.7827, device='cuda:0') (tensor(242.0753, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.4197 (0.3883631726106008) | > loader_time: 0.0054 (0.004332997582175515)  --> TIME: 2024-06-11 22:02:07 -- STEP: 289/330 -- GLOBAL_STEP: 318300 | > loss_disc: 2.4480371475219727 (2.3792324478650992) | > loss_disc_real_0: 0.1146361231803894 (0.11974471023750966) | > loss_disc_real_1: 0.22037842869758606 (0.19895167195054492) | > loss_disc_real_2: 0.20975284278392792 (0.21252065597933467) | > loss_disc_real_3: 0.2457081824541092 (0.2302034080131656) | > loss_disc_real_4: 0.24058794975280762 (0.23247540749893056) | > loss_disc_real_5: 0.2773885726928711 (0.2231948976388852) | > loss_0: 2.4480371475219727 (2.3792324478650992) | > grad_norm_0: tensor(58.0292, device='cuda:0') (tensor(21.4978, device='cuda:0')) | > loss_gen: 2.332570791244507 (2.469868684722478) | > loss_kl: 1.9068446159362793 (2.0073373156847807) | > loss_feat: 6.361859321594238 (6.9376260137063) | > loss_mel: 16.23149871826172 (17.229564590850103) | > loss_duration: 2.1848649978637695 (2.047535444625932) | > loss_1: 29.01763916015625 (30.691932024840252) | > grad_norm_1: tensor(463.8407, device='cuda:0') (tensor(252.5082, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.4597 (0.39347042096939877) | > loader_time: 0.0064 (0.0044661599459532636)  --> TIME: 2024-06-11 22:02:20 -- STEP: 314/330 -- GLOBAL_STEP: 318325 | > loss_disc: 2.2927701473236084 (2.3811150212196783) | > loss_disc_real_0: 0.13682812452316284 (0.120562976617722) | > loss_disc_real_1: 0.2243274748325348 (0.19947459074152515) | > loss_disc_real_2: 0.2375604659318924 (0.21260073396620477) | > loss_disc_real_3: 0.2249029129743576 (0.23039891238615012) | > loss_disc_real_4: 0.223387211561203 (0.23266660274973341) | > loss_disc_real_5: 0.18718662858009338 (0.223081712367808) | > loss_0: 2.2927701473236084 (2.3811150212196783) | > grad_norm_0: tensor(59.0668, device='cuda:0') (tensor(22.9479, device='cuda:0')) | > loss_gen: 2.562164783477783 (2.4698052618913566) | > loss_kl: 1.981260061264038 (2.012745056182712) | > loss_feat: 7.132702827453613 (6.954166770740679) | > loss_mel: 16.179899215698242 (17.190070307178875) | > loss_duration: 2.2534279823303223 (2.0604200480849855) | > loss_1: 30.109453201293945 (30.68720742851306) | > grad_norm_1: tensor(500.1171, device='cuda:0') (tensor(265.9352, device='cuda:0')) | > current_lr_0: 0.000183311505357143 | > current_lr_1: 0.000183311505357143 | > step_time: 0.5279 (0.40147679854350476) | > loader_time: 0.0075 (0.004653420417931431)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4156389236450195 (2.4156389236450195) | > loss_disc_real_0: 0.13090047240257263 (0.13090047240257263) | > loss_disc_real_1: 0.13326942920684814 (0.13326942920684814) | > loss_disc_real_2: 0.21663103997707367 (0.21663103997707367) | > loss_disc_real_3: 0.19199763238430023 (0.19199763238430023) | > loss_disc_real_4: 0.35182619094848633 (0.35182619094848633) | > loss_disc_real_5: 0.2346201092004776 (0.2346201092004776) | > loss_0: 2.4156389236450195 (2.4156389236450195) | > loss_gen: 2.378661870956421 (2.378661870956421) | > loss_kl: 3.4631431102752686 (3.4631431102752686) | > loss_feat: 7.827682018280029 (7.827682018280029) | > loss_mel: 18.319812774658203 (18.319812774658203) | > loss_duration: 3.0352115631103516 (3.0352115631103516) | > loss_1: 35.024513244628906 (35.024513244628906)  --> STEP: 1 | > loss_disc: 2.386333465576172 (2.386333465576172) | > loss_disc_real_0: 0.10563098639249802 (0.10563098639249802) | > loss_disc_real_1: 0.20673367381095886 (0.20673367381095886) | > loss_disc_real_2: 0.23344646394252777 (0.23344646394252777) | > loss_disc_real_3: 0.2810940146446228 (0.2810940146446228) | > loss_disc_real_4: 0.25278812646865845 (0.25278812646865845) | > loss_disc_real_5: 0.19994880259037018 (0.19994880259037018) | > loss_0: 2.386333465576172 (2.386333465576172) | > loss_gen: 2.329470157623291 (2.329470157623291) | > loss_kl: 3.5314652919769287 (3.5314652919769287) | > loss_feat: 5.104555606842041 (5.104555606842041) | > loss_mel: 18.688983917236328 (18.688983917236328) | > loss_duration: 2.4026408195495605 (2.4026408195495605) | > loss_1: 32.05711364746094 (32.05711364746094)  --> STEP: 2 | > loss_disc: 2.4241600036621094 (2.4052467346191406) | > loss_disc_real_0: 0.15207573771476746 (0.12885336205363274) | > loss_disc_real_1: 0.17937688529491425 (0.19305527955293655) | > loss_disc_real_2: 0.2711114287376404 (0.2522789463400841) | > loss_disc_real_3: 0.2449847012758255 (0.26303935796022415) | > loss_disc_real_4: 0.24049142003059387 (0.24663977324962616) | > loss_disc_real_5: 0.22619572281837463 (0.2130722627043724) | > loss_0: 2.4241600036621094 (2.4052467346191406) | > loss_gen: 2.4016785621643066 (2.365574359893799) | > loss_kl: 2.7023472785949707 (3.1169062852859497) | > loss_feat: 5.7246880531311035 (5.414621829986572) | > loss_mel: 18.760374069213867 (18.724678993225098) | > loss_duration: 2.4863924980163574 (2.444516658782959) | > loss_1: 32.075477600097656 (32.0662956237793)  --> STEP: 3 | > loss_disc: 2.3580169677734375 (2.3895034790039062) | > loss_disc_real_0: 0.1036885678768158 (0.12046509732802708) | > loss_disc_real_1: 0.20681987702846527 (0.19764347871144614) | > loss_disc_real_2: 0.22303900122642517 (0.24253229796886444) | > loss_disc_real_3: 0.24623814225196838 (0.2574389527241389) | > loss_disc_real_4: 0.247116357088089 (0.24679863452911377) | > loss_disc_real_5: 0.24062353372573853 (0.22225601971149445) | > loss_0: 2.3580169677734375 (2.3895034790039062) | > loss_gen: 2.321244239807129 (2.350797653198242) | > loss_kl: 3.083179473876953 (3.105664014816284) | > loss_feat: 5.748195171356201 (5.525812943776448) | > loss_mel: 16.043949127197266 (17.83110237121582) | > loss_duration: 2.371372699737549 (2.4201353391011557) | > loss_1: 29.56793975830078 (31.233510335286457)  --> STEP: 4 | > loss_disc: 2.309244155883789 (2.369438648223877) | > loss_disc_real_0: 0.11448406428098679 (0.11896983906626701) | > loss_disc_real_1: 0.13798873126506805 (0.1827297918498516) | > loss_disc_real_2: 0.21682900190353394 (0.23610647395253181) | > loss_disc_real_3: 0.18288904428482056 (0.2388014756143093) | > loss_disc_real_4: 0.2067689448595047 (0.2367912121117115) | > loss_disc_real_5: 0.21910855174064636 (0.22146915271878242) | > loss_0: 2.309244155883789 (2.369438648223877) | > loss_gen: 2.2164435386657715 (2.3172091245651245) | > loss_kl: 4.204113960266113 (3.3802765011787415) | > loss_feat: 7.162661075592041 (5.935024976730347) | > loss_mel: 17.725210189819336 (17.8046293258667) | > loss_duration: 2.3790502548217773 (2.409864068031311) | > loss_1: 33.68748092651367 (31.84700298309326)  --> STEP: 5 | > loss_disc: 2.47194766998291 (2.3899404525756838) | > loss_disc_real_0: 0.16613519191741943 (0.1284029096364975) | > loss_disc_real_1: 0.19420647621154785 (0.18502512872219085) | > loss_disc_real_2: 0.28830286860466003 (0.24654575288295746) | > loss_disc_real_3: 0.2221929430961609 (0.23547976911067964) | > loss_disc_real_4: 0.23541362583637238 (0.23651569485664367) | > loss_disc_real_5: 0.16949531435966492 (0.2110743850469589) | > loss_0: 2.47194766998291 (2.3899404525756838) | > loss_gen: 2.230710983276367 (2.299909496307373) | > loss_kl: 2.231518030166626 (3.1505248069763185) | > loss_feat: 4.800297260284424 (5.708079433441162) | > loss_mel: 19.34025001525879 (18.111753463745117) | > loss_duration: 2.3573896884918213 (2.3993691921234133) | > loss_1: 30.960166931152344 (31.669635772705078)  --> STEP: 6 | > loss_disc: 2.4800117015838623 (2.40495232741038) | > loss_disc_real_0: 0.04548335075378418 (0.11458298315604527) | > loss_disc_real_1: 0.14148691296577454 (0.1777687594294548) | > loss_disc_real_2: 0.24970343708992004 (0.2470720335841179) | > loss_disc_real_3: 0.23252630233764648 (0.23498752464850745) | > loss_disc_real_4: 0.27664464712142944 (0.2432038535674413) | > loss_disc_real_5: 0.25294309854507446 (0.21805250396331152) | > loss_0: 2.4800117015838623 (2.40495232741038) | > loss_gen: 1.996707558631897 (2.249375840028127) | > loss_kl: 3.179736852645874 (3.1553934812545776) | > loss_feat: 5.8095383644104 (5.724989255269368) | > loss_mel: 18.98652458190918 (18.257548650105793) | > loss_duration: 2.2466564178466797 (2.373917063077291) | > loss_1: 32.21916198730469 (31.761223475138348)  --> STEP: 7 | > loss_disc: 2.2406461238861084 (2.3814800126211986) | > loss_disc_real_0: 0.12020929157733917 (0.1153867415019444) | > loss_disc_real_1: 0.16542218625545502 (0.17600496326174056) | > loss_disc_real_2: 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loss_disc_real_5: 0.19825750589370728 (0.21471466310322285) | > loss_0: 2.19834566116333 (2.358588218688965) | > loss_gen: 2.3133697509765625 (2.2737738639116287) | > loss_kl: 2.775663375854492 (3.205709218978882) | > loss_feat: 8.164328575134277 (6.274113416671753) | > loss_mel: 18.233543395996094 (18.160107374191284) | > loss_duration: 2.3107924461364746 (2.377929300069809) | > loss_1: 33.79769515991211 (32.29163217544556)  --> STEP: 9 | > loss_disc: 2.6136891841888428 (2.3869327704111734) | > loss_disc_real_0: 0.2002665251493454 (0.13102182911501992) | > loss_disc_real_1: 0.16641291975975037 (0.16994819045066833) | > loss_disc_real_2: 0.21138636767864227 (0.23466359906726414) | > loss_disc_real_3: 0.25375017523765564 (0.22889352507061428) | > loss_disc_real_4: 0.2460634559392929 (0.23368477821350098) | > loss_disc_real_5: 0.22058552503585815 (0.21536698109573787) | > loss_0: 2.6136891841888428 (2.3869327704111734) | > loss_gen: 2.316188335418701 (2.27848658296797) | > loss_kl: 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(2.3606757164001464) | > loss_1: 31.919780731201172 (32.61325874328613)  --> STEP: 11 | > loss_disc: 2.606812000274658 (2.4098720333792945) | > loss_disc_real_0: 0.12644964456558228 (0.12905717166987332) | > loss_disc_real_1: 0.22796258330345154 (0.17908001216975125) | > loss_disc_real_2: 0.20116783678531647 (0.23315974663604389) | > loss_disc_real_3: 0.2407640814781189 (0.2316299324685877) | > loss_disc_real_4: 0.2798943519592285 (0.23865686357021332) | > loss_disc_real_5: 0.25453317165374756 (0.21947707100348038) | > loss_0: 2.606812000274658 (2.4098720333792945) | > loss_gen: 2.106440305709839 (2.267306186936118) | > loss_kl: 3.814793825149536 (3.238807894966819) | > loss_feat: 5.479649543762207 (6.48786414753307) | > loss_mel: 16.889169692993164 (18.08019377968528) | > loss_duration: 2.5196635723114014 (2.375129157846624) | > loss_1: 30.809715270996094 (32.44930024580522)  --> STEP: 12 | > loss_disc: 2.3912792205810547 (2.408322632312774) | > loss_disc_real_0: 0.13518740236759186 (0.12956802422801653) | > loss_disc_real_1: 0.20831692218780518 (0.18151642133792242) | > loss_disc_real_2: 0.2979355454444885 (0.23855772987008095) | > loss_disc_real_3: 0.1840837299823761 (0.22766774892807007) | > loss_disc_real_4: 0.2635919451713562 (0.24073478703697523) | > loss_disc_real_5: 0.19755084812641144 (0.21764988576372465) | > loss_0: 2.3912792205810547 (2.408322632312774) | > loss_gen: 2.377722978591919 (2.276507586240768) | > loss_kl: 2.6674718856811523 (3.19119656085968) | > loss_feat: 6.358982086181641 (6.477123975753784) | > loss_mel: 16.801021575927734 (17.97359609603882) | > loss_duration: 2.302147150039673 (2.3690473238627114) | > loss_1: 30.507347106933594 (32.28747081756592)  --> STEP: 13 | > loss_disc: 2.614515781402588 (2.4241836437812214) | > loss_disc_real_0: 0.15565012395381927 (0.13157433959153983) | > loss_disc_real_1: 0.21153925359249115 (0.18382586997288924) | > loss_disc_real_2: 0.31986889243125916 (0.24481243468247926) | > loss_disc_real_3: 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(6.423929691314697) | > loss_mel: 18.360998153686523 (17.883410008748374) | > loss_duration: 2.4020071029663086 (2.3666049162546794) | > loss_1: 33.83186721801758 (32.110857518513996)  --> STEP: 16 | > loss_disc: 2.5625810623168945 (2.4527777582406993) | > loss_disc_real_0: 0.12652462720870972 (0.12836669711396098) | > loss_disc_real_1: 0.19625501334667206 (0.18289145920425653) | > loss_disc_real_2: 0.24357016384601593 (0.24659660086035728) | > loss_disc_real_3: 0.2256154865026474 (0.22754608280956745) | > loss_disc_real_4: 0.27724382281303406 (0.2461221432313323) | > loss_disc_real_5: 0.2477639615535736 (0.22407023888081312) | > loss_0: 2.5625810623168945 (2.4527777582406993) | > loss_gen: 2.174964666366577 (2.24341832101345) | > loss_kl: 2.781315326690674 (3.163455605506897) | > loss_feat: 5.8285627365112305 (6.386719256639481) | > loss_mel: 16.044973373413086 (17.768507719039917) | > loss_duration: 2.379225730895996 (2.3673937171697617) | > loss_1: 29.209041595458984 (31.92949402332306)  --> STEP: 17 | > loss_disc: 2.6444766521453857 (2.4640541637645046) | > loss_disc_real_0: 0.17702408134937286 (0.13122889618663228) | > loss_disc_real_1: 0.22508326172828674 (0.1853733299409642) | > loss_disc_real_2: 0.29642948508262634 (0.249527946991079) | > loss_disc_real_3: 0.27382606267929077 (0.23026843456661) | > loss_disc_real_4: 0.2580215334892273 (0.24682210736414967) | > loss_disc_real_5: 0.30662378668785095 (0.22892632992828593) | > loss_0: 2.6444766521453857 (2.4640541637645046) | > loss_gen: 2.3170952796936035 (2.2477522597593413) | > loss_kl: 2.875622510910034 (3.1465242470011994) | > loss_feat: 4.052775859832764 (6.2494284685920265) | > loss_mel: 16.231081008911133 (17.678070853738223) | > loss_duration: 2.3946075439453125 (2.3689945305095) | > loss_1: 27.87118148803711 (31.69076975654153)  --> STEP: 18 | > loss_disc: 2.306586265563965 (2.455305947197808) | > loss_disc_real_0: 0.07836969196796417 (0.1282922737300396) | > loss_disc_real_1: 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(17.504505702427455) | > loss_duration: 2.1623544692993164 (2.3468155974433538) | > loss_1: 24.975906372070312 (31.516168321881974)  --> STEP: 22 | > loss_disc: 2.3640100955963135 (2.4512382962486954) | > loss_disc_real_0: 0.08025304973125458 (0.12464905970475888) | > loss_disc_real_1: 0.18069817125797272 (0.1893091919747266) | > loss_disc_real_2: 0.2975907027721405 (0.24582338468594986) | > loss_disc_real_3: 0.18984611332416534 (0.22575447505170648) | > loss_disc_real_4: 0.20377986133098602 (0.24408857727592642) | > loss_disc_real_5: 0.18027013540267944 (0.21938074854287234) | > loss_0: 2.3640100955963135 (2.4512382962486954) | > loss_gen: 2.2915093898773193 (2.2428547360680313) | > loss_kl: 2.4229846000671387 (3.0090015042911875) | > loss_feat: 6.667669773101807 (6.400141976096413) | > loss_mel: 20.0248966217041 (17.619068926030938) | > loss_duration: 2.2298450469970703 (2.34149875424125) | > loss_1: 33.636905670166016 (31.612565474076703)  --> STEP: 23 | > loss_disc: 2.6367340087890625 (2.4593033272287115) | > loss_disc_real_0: 0.11534564197063446 (0.12424456328153609) | > loss_disc_real_1: 0.1969473659992218 (0.18964128649753073) | > loss_disc_real_2: 0.24736462533473969 (0.2458903951489407) | > loss_disc_real_3: 0.2833530306816101 (0.2282587600790936) | > loss_disc_real_4: 0.2619573473930359 (0.2448654803244964) | > loss_disc_real_5: 0.22996579110622406 (0.2198409677847572) | > loss_0: 2.6367340087890625 (2.4593033272287115) | > loss_gen: 2.067233085632324 (2.235219012136044) | > loss_kl: 2.984724760055542 (3.0079459936722466) | > loss_feat: 5.273083686828613 (6.351139441780422) | > loss_mel: 17.07302474975586 (17.595327874888543) | > loss_duration: 2.292184591293335 (2.3393546602000366) | > loss_1: 29.69025230407715 (31.528986640598465)  --> STEP: 24 | > loss_disc: 2.480266809463501 (2.460176805655161) | > loss_disc_real_0: 0.14495345950126648 (0.12510743395735818) | > loss_disc_real_1: 0.1897183060646057 (0.18964449564615884) | > loss_disc_real_2: 0.24971292912960052 (0.24604966739813486) | > loss_disc_real_3: 0.2377958446741104 (0.22865613860388598) | > loss_disc_real_4: 0.2122144103050232 (0.24350501907368502) | > loss_disc_real_5: 0.18754152953624725 (0.21849515785773596) | > loss_0: 2.480266809463501 (2.460176805655161) | > loss_gen: 2.070664167404175 (2.2283625602722164) | > loss_kl: 2.4708096981048584 (2.985565314690272) | > loss_feat: 4.7898077964782715 (6.286083956559499) | > loss_mel: 17.29416847229004 (17.582779566446938) | > loss_duration: 2.369340419769287 (2.3406040668487553) | > loss_1: 28.99479103088379 (31.42339515686035)  --> STEP: 25 | > loss_disc: 2.5049514770507812 (2.4619677925109857) | > loss_disc_real_0: 0.15080223977565765 (0.12613522619009016) | > loss_disc_real_1: 0.23221151530742645 (0.19134717643260957) | > loss_disc_real_2: 0.20003776252269745 (0.24420919120311738) | > loss_disc_real_3: 0.22536338865756989 (0.22852442860603334) | > loss_disc_real_4: 0.3012782037258148 (0.2458159464597702) | > loss_disc_real_5: 0.30708882212638855 (0.22203890442848206) | > loss_0: 2.5049514770507812 (2.4619677925109857) | > loss_gen: 2.4463963508605957 (2.2370839118957515) | > loss_kl: 2.420802593231201 (2.962974805831909) | > loss_feat: 7.111027240753174 (6.3190816879272464) | > loss_mel: 17.329622268676758 (17.57265327453613) | > loss_duration: 2.4169275760650635 (2.343657007217408) | > loss_1: 31.724775314331055 (31.43545036315918)  --> STEP: 26 | > loss_disc: 2.758514404296875 (2.4733734314258276) | > loss_disc_real_0: 0.15771102905273438 (0.1273496801463457) | > loss_disc_real_1: 0.34793567657470703 (0.19736981105345947) | > loss_disc_real_2: 0.22328892350196838 (0.24340456552230394) | > loss_disc_real_3: 0.06536199152469635 (0.22224895025675112) | > loss_disc_real_4: 0.15213210880756378 (0.24221272193468535) | > loss_disc_real_5: 0.10330945998430252 (0.21747238733447516) | > loss_0: 2.758514404296875 (2.4733734314258276) | > loss_gen: 1.922886848449707 (2.2249994094555188) | > loss_kl: 2.4401981830596924 (2.942868012648362) | > loss_feat: 17.902027130126953 (6.764579589550312) | > loss_mel: 18.544471740722656 (17.610030907850998) | > loss_duration: 2.324469804763794 (2.3429190378922686) | > loss_1: 43.13405227661133 (31.885396590599647) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024164639986478365 (-0.00014517857478215128) | > avg_loss_disc: 2.4733734314258276 (-0.03453748042766991) | > avg_loss_disc_real_0: 0.1273496801463457 (-0.03256399327745807) | > avg_loss_disc_real_1: 0.19736981105345947 (-0.044291071593761444) | > avg_loss_disc_real_2: 0.24340456552230394 (-0.01818291728313154) | > avg_loss_disc_real_3: 0.22224895025675112 (-0.06792865349696237) | > avg_loss_disc_real_4: 0.24221272193468535 (-0.0520039366988036) | > avg_loss_disc_real_5: 0.21747238733447516 (-0.05526700759163261) | > avg_loss_0: 2.4733734314258276 (-0.03453748042766991) | > avg_loss_gen: 2.2249994094555188 (-0.3949365982642541) | > avg_loss_kl: 2.942868012648362 (+0.04888512079532292) | > avg_loss_feat: 6.764579589550312 (+0.047060526334322894) | > avg_loss_mel: 17.610030907850998 (+0.2430434226989675) | > avg_loss_duration: 2.3429190378922686 (+0.013610482215881792) | > avg_loss_1: 31.885396590599647 (-0.04233756432165947)  > EPOCH: 698/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:02:49)   --> TIME: 2024-06-11 22:02:53 -- STEP: 9/330 -- GLOBAL_STEP: 318350 | > loss_disc: 2.3387794494628906 (2.3369127909342446) | > loss_disc_real_0: 0.06580919027328491 (0.10369549443324406) | > loss_disc_real_1: 0.21346594393253326 (0.1981445054213206) | > loss_disc_real_2: 0.20365764200687408 (0.20902520418167114) | > loss_disc_real_3: 0.24731549620628357 (0.23416458070278168) | > loss_disc_real_4: 0.23278994858264923 (0.23654328617784712) | > loss_disc_real_5: 0.2353568971157074 (0.2370112637678782) | > loss_0: 2.3387794494628906 (2.3369127909342446) | > grad_norm_0: tensor(7.7602, device='cuda:0') (tensor(9.8957, device='cuda:0')) | > loss_gen: 2.444920301437378 (2.4859563774532742) | > loss_kl: 1.8482935428619385 (1.8760563135147095) | > loss_feat: 6.568533897399902 (6.761431376139323) | > loss_mel: 18.0029296875 (17.892559051513672) | > loss_duration: 2.0756139755249023 (2.1263302167256675) | > loss_1: 30.940292358398438 (31.14233334859212) | > grad_norm_1: tensor(80.7990, device='cuda:0') (tensor(96.8137, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3494 (0.36449408531188965) | > loader_time: 0.0028 (0.0031067000495062936)  --> TIME: 2024-06-11 22:03:02 -- STEP: 34/330 -- GLOBAL_STEP: 318375 | > loss_disc: 2.371452808380127 (2.344535694402807) | > loss_disc_real_0: 0.11890564858913422 (0.10716289413325927) | > loss_disc_real_1: 0.18930338323116302 (0.19592109278720968) | > loss_disc_real_2: 0.2669633626937866 (0.21142831620048075) | > loss_disc_real_3: 0.2692781686782837 (0.23281469196081161) | > loss_disc_real_4: 0.24101556837558746 (0.23093100374235825) | > loss_disc_real_5: 0.24899329245090485 (0.2248019111507079) | > loss_0: 2.371452808380127 (2.344535694402807) | > grad_norm_0: tensor(14.4538, device='cuda:0') (tensor(9.8369, device='cuda:0')) | > loss_gen: 2.5958261489868164 (2.4939456266515396) | > loss_kl: 2.139906167984009 (1.9186424507814295) | > loss_feat: 7.067969799041748 (6.885763000039494) | > loss_mel: 17.642271041870117 (17.570953425239114) | > loss_duration: 2.0017502307891846 (2.0237323080792144) | > loss_1: 31.447723388671875 (30.893036786247702) | > grad_norm_1: tensor(218.1203, device='cuda:0') (tensor(105.2385, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3529 (0.3596896283766803) | > loader_time: 0.0034 (0.003332649960237391)  --> TIME: 2024-06-11 22:03:11 -- STEP: 59/330 -- GLOBAL_STEP: 318400 | > loss_disc: 2.2897374629974365 (2.3512739811913446) | > loss_disc_real_0: 0.11006905883550644 (0.10817083388061846) | > loss_disc_real_1: 0.17263466119766235 (0.19596899060879724) | > loss_disc_real_2: 0.18313860893249512 (0.21001580483832602) | > loss_disc_real_3: 0.20716354250907898 (0.2297930275484667) | > loss_disc_real_4: 0.21705766022205353 (0.2324901647486929) | > loss_disc_real_5: 0.18675817549228668 (0.2228232442827548) | > loss_0: 2.2897374629974365 (2.3512739811913446) | > grad_norm_0: tensor(10.8519, device='cuda:0') (tensor(10.0751, device='cuda:0')) | > loss_gen: 2.5591917037963867 (2.484170715687638) | > loss_kl: 1.9373112916946411 (1.9392388857017129) | > loss_feat: 7.6556267738342285 (6.976497836032157) | > loss_mel: 16.919471740722656 (17.555269047365346) | > loss_duration: 1.957356572151184 (2.0027419975248435) | > loss_1: 31.028959274291992 (30.957918458065745) | > grad_norm_1: tensor(188.0625, device='cuda:0') (tensor(117.3068, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3626 (0.3599742671190682) | > loader_time: 0.0034 (0.0033936419729459085)  --> TIME: 2024-06-11 22:03:21 -- STEP: 84/330 -- GLOBAL_STEP: 318425 | > loss_disc: 2.3982958793640137 (2.3582322540737337) | > loss_disc_real_0: 0.10870251059532166 (0.11112920230343229) | > loss_disc_real_1: 0.17176252603530884 (0.1964412180795556) | > loss_disc_real_2: 0.21762454509735107 (0.20982217469385692) | > loss_disc_real_3: 0.20758336782455444 (0.2301753715035461) | > loss_disc_real_4: 0.22760319709777832 (0.23326183500744047) | > loss_disc_real_5: 0.24997450411319733 (0.2236254128317038) | > loss_0: 2.3982958793640137 (2.3582322540737337) | > grad_norm_0: tensor(9.0579, device='cuda:0') (tensor(9.9156, device='cuda:0')) | > loss_gen: 2.5115137100219727 (2.476493994394938) | > loss_kl: 1.9756430387496948 (1.9582004589693887) | > loss_feat: 7.246918201446533 (6.97039901074909) | > loss_mel: 17.6712703704834 (17.503581592014857) | > loss_duration: 2.0765156745910645 (1.9957288418497365) | > loss_1: 31.481861114501953 (30.904403777349565) | > grad_norm_1: tensor(118.3549, device='cuda:0') (tensor(118.0167, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.386 (0.3669067507698423) | > loader_time: 0.0047 (0.003625268027895973)  --> TIME: 2024-06-11 22:03:31 -- STEP: 109/330 -- GLOBAL_STEP: 318450 | > loss_disc: 2.3451151847839355 (2.358849597633432) | > loss_disc_real_0: 0.09610676765441895 (0.11276081026694097) | > loss_disc_real_1: 0.16882219910621643 (0.19694570882604756) | > loss_disc_real_2: 0.2506299316883087 (0.21017650330285415) | > loss_disc_real_3: 0.2607278525829315 (0.22984049407714005) | > loss_disc_real_4: 0.23068445920944214 (0.2322913112990353) | > loss_disc_real_5: 0.2517681121826172 (0.22312026696467618) | > loss_0: 2.3451151847839355 (2.358849597633432) | > grad_norm_0: tensor(5.7839, device='cuda:0') (tensor(10.5158, device='cuda:0')) | > loss_gen: 2.5727477073669434 (2.4721304189174536) | > loss_kl: 1.9828319549560547 (1.9744332908490383) | > loss_feat: 6.630873680114746 (6.9277919935523915) | > loss_mel: 17.95034408569336 (17.417718493610348) | > loss_duration: 1.956639289855957 (1.9977072739819872) | > loss_1: 31.09343719482422 (30.789781342952622) | > grad_norm_1: tensor(109.4998, device='cuda:0') (tensor(125.0004, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3907 (0.3729212262214872) | > loader_time: 0.0047 (0.003777263361379641)  --> TIME: 2024-06-11 22:03:41 -- STEP: 134/330 -- GLOBAL_STEP: 318475 | > loss_disc: 2.332838535308838 (2.364737649462116) | > loss_disc_real_0: 0.1069289892911911 (0.11403439850059909) | > loss_disc_real_1: 0.16583006083965302 (0.1970922887992503) | > loss_disc_real_2: 0.1862465739250183 (0.21141580114168906) | > loss_disc_real_3: 0.20151986181735992 (0.22954930276123445) | > loss_disc_real_4: 0.2085610181093216 (0.23168020851131696) | > loss_disc_real_5: 0.2128778100013733 (0.22322288333480036) | > loss_0: 2.332838535308838 (2.364737649462116) | > grad_norm_0: tensor(11.4078, device='cuda:0') (tensor(10.8985, device='cuda:0')) | > loss_gen: 2.4559197425842285 (2.4632172620118546) | > loss_kl: 2.1303651332855225 (1.9861880078244565) | > loss_feat: 8.44837474822998 (6.92704522787635) | > loss_mel: 17.674177169799805 (17.4642283240361) | > loss_duration: 2.025951623916626 (2.001583817289837) | > loss_1: 32.73479080200195 (30.842262595447142) | > grad_norm_1: tensor(177.8923, device='cuda:0') (tensor(128.0585, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3918 (0.37664699376519056) | > loader_time: 0.0048 (0.003927691658930992)  --> TIME: 2024-06-11 22:03:51 -- STEP: 159/330 -- GLOBAL_STEP: 318500 | > loss_disc: 2.339341163635254 (2.371329662934788) | > loss_disc_real_0: 0.1396363377571106 (0.11551313106931231) | > loss_disc_real_1: 0.18739786744117737 (0.1965605668114416) | > loss_disc_real_2: 0.2096642255783081 (0.21198243080819928) | > loss_disc_real_3: 0.2217826247215271 (0.23002982636292776) | > loss_disc_real_4: 0.22113022208213806 (0.23330434341475648) | > loss_disc_real_5: 0.21499772369861603 (0.22443786741427654) | > loss_0: 2.339341163635254 (2.371329662934788) | > grad_norm_0: tensor(28.1447, device='cuda:0') (tensor(12.1148, device='cuda:0')) | > loss_gen: 2.6187548637390137 (2.4601302971629972) | > loss_kl: 1.8836698532104492 (1.996541014257467) | > loss_feat: 7.544129848480225 (6.917609235775545) | > loss_mel: 17.42399787902832 (17.439990163599166) | > loss_duration: 2.0227832794189453 (2.005087762508753) | > loss_1: 31.493335723876953 (30.81935838183517) | > grad_norm_1: tensor(117.2075, device='cuda:0') (tensor(140.2723, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3762 (0.3773905826064776) | > loader_time: 0.0042 (0.003980840527036655) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_318500.pth  --> TIME: 2024-06-11 22:04:06 -- STEP: 184/330 -- GLOBAL_STEP: 318525 | > loss_disc: 2.402308702468872 (2.370423749737118) | > loss_disc_real_0: 0.0799035131931305 (0.11574040150836758) | > loss_disc_real_1: 0.23705919086933136 (0.19776232208570707) | > loss_disc_real_2: 0.24384705722332 (0.21165378739976365) | > loss_disc_real_3: 0.23527705669403076 (0.22974761518771233) | > loss_disc_real_4: 0.22323653101921082 (0.23310891603646072) | > loss_disc_real_5: 0.2219802290201187 (0.22421306112538214) | > loss_0: 2.402308702468872 (2.370423749737118) | > grad_norm_0: tensor(21.7528, device='cuda:0') (tensor(14.3322, device='cuda:0')) | > loss_gen: 2.574582099914551 (2.465873897075652) | > loss_kl: 2.0087201595306396 (2.0027050667482884) | > loss_feat: 7.6287760734558105 (6.9151993108832315) | > loss_mel: 16.390567779541016 (17.407695993133206) | > loss_duration: 2.0589823722839355 (2.011818434881127) | > loss_1: 30.66162872314453 (30.803292637285978) | > grad_norm_1: tensor(405.6154, device='cuda:0') (tensor(164.9742, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3886 (0.3794106672639433) | > loader_time: 0.0046 (0.0040840960067251445)  --> TIME: 2024-06-11 22:04:16 -- STEP: 209/330 -- GLOBAL_STEP: 318550 | > loss_disc: 2.20597767829895 (2.368733973023993) | > loss_disc_real_0: 0.08200036734342575 (0.11725915057593556) | > loss_disc_real_1: 0.1625760942697525 (0.19817299791500328) | > loss_disc_real_2: 0.18005193769931793 (0.21168521838039872) | > loss_disc_real_3: 0.21864528954029083 (0.22978290024271422) | > loss_disc_real_4: 0.20525498688220978 (0.2320538615210775) | > loss_disc_real_5: 0.2074713259935379 (0.22276350613416096) | > loss_0: 2.20597767829895 (2.368733973023993) | > grad_norm_0: tensor(18.2924, device='cuda:0') (tensor(16.6304, device='cuda:0')) | > loss_gen: 2.785696506500244 (2.4733046698228014) | > loss_kl: 2.0322916507720947 (2.0062623046802006) | > loss_feat: 7.659533977508545 (6.927527772182483) | > loss_mel: 16.74129295349121 (17.371874316457344) | > loss_duration: 2.1104586124420166 (2.0198225917998682) | > loss_1: 31.329273223876953 (30.798791593341736) | > grad_norm_1: tensor(555.7723, device='cuda:0') (tensor(192.7772, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.3939 (0.3815145127510911) | > loader_time: 0.0047 (0.004180625294954583)  --> TIME: 2024-06-11 22:04:26 -- STEP: 234/330 -- GLOBAL_STEP: 318575 | > loss_disc: 2.3927085399627686 (2.3663719709102913) | > loss_disc_real_0: 0.10951770097017288 (0.11623753086687663) | > loss_disc_real_1: 0.17781642079353333 (0.19833127555684146) | > loss_disc_real_2: 0.23367348313331604 (0.21196699785625833) | > loss_disc_real_3: 0.1984400451183319 (0.22999522758600038) | > loss_disc_real_4: 0.20123247802257538 (0.23199292183177084) | > loss_disc_real_5: 0.20544561743736267 (0.222490259915845) | > loss_0: 2.3927085399627686 (2.3663719709102913) | > grad_norm_0: tensor(47.9343, device='cuda:0') (tensor(18.4027, device='cuda:0')) | > loss_gen: 2.450878620147705 (2.4864440514491144) | > loss_kl: 2.1597983837127686 (2.0120468796827873) | > loss_feat: 6.399437427520752 (6.958922433038043) | > loss_mel: 16.621309280395508 (17.34254367127376) | > loss_duration: 2.0913727283477783 (2.028550449599568) | > loss_1: 29.722797393798828 (30.828507447854065) | > grad_norm_1: tensor(471.8915, device='cuda:0') (tensor(217.8763, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.4288 (0.3850123770216592) | > loader_time: 0.006 (0.004297611040946767)  --> TIME: 2024-06-11 22:04:37 -- STEP: 259/330 -- GLOBAL_STEP: 318600 | > loss_disc: 2.4018397331237793 (2.364020173614089) | > loss_disc_real_0: 0.06110213324427605 (0.11781963188215572) | > loss_disc_real_1: 0.22280658781528473 (0.19819364596057581) | > loss_disc_real_2: 0.23587526381015778 (0.21175108568088427) | > loss_disc_real_3: 0.21001224219799042 (0.22969742435746213) | > loss_disc_real_4: 0.1909368336200714 (0.23128003267477837) | > loss_disc_real_5: 0.17872536182403564 (0.22148722053494693) | > loss_0: 2.4018397331237793 (2.364020173614089) | > grad_norm_0: tensor(22.8347, device='cuda:0') (tensor(21.0894, device='cuda:0')) | > loss_gen: 2.439222574234009 (2.4921723949402907) | > loss_kl: 2.004337787628174 (2.0133934909312456) | > loss_feat: 7.769077301025391 (6.983468296905282) | > loss_mel: 17.113359451293945 (17.301224561271507) | > loss_duration: 2.1336193084716797 (2.036426524858217) | > loss_1: 31.45961570739746 (30.826685202167763) | > grad_norm_1: tensor(431.5555, device='cuda:0') (tensor(240.0509, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.4355 (0.389091360062706) | > loader_time: 0.0065 (0.004455421882246454)  --> TIME: 2024-06-11 22:04:49 -- STEP: 284/330 -- GLOBAL_STEP: 318625 | > loss_disc: 2.3703508377075195 (2.3665078441861636) | > loss_disc_real_0: 0.134853333234787 (0.1192305580725972) | > loss_disc_real_1: 0.20126399397850037 (0.19809851449140362) | > loss_disc_real_2: 0.19400611519813538 (0.21160118607148323) | > loss_disc_real_3: 0.23917941749095917 (0.2299104816162251) | > loss_disc_real_4: 0.2515014111995697 (0.23144311200774892) | > loss_disc_real_5: 0.25483977794647217 (0.22207843207977188) | > loss_0: 2.3703508377075195 (2.3665078441861636) | > grad_norm_0: tensor(9.1734, device='cuda:0') (tensor(20.9773, device='cuda:0')) | > loss_gen: 2.5163745880126953 (2.4879946624728992) | > loss_kl: 2.0049707889556885 (2.0175486727499656) | > loss_feat: 6.553285121917725 (6.983239989885142) | > loss_mel: 17.028785705566406 (17.255552123969693) | > loss_duration: 2.1567940711975098 (2.045900317984567) | > loss_1: 30.260210037231445 (30.790235707457636) | > grad_norm_1: tensor(286.1792, device='cuda:0') (tensor(246.7289, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.4552 (0.3942179621105463) | > loader_time: 0.0071 (0.004587750199814919)  --> TIME: 2024-06-11 22:05:01 -- STEP: 309/330 -- GLOBAL_STEP: 318650 | > loss_disc: 2.5305869579315186 (2.3716050320844415) | > loss_disc_real_0: 0.12465683370828629 (0.12039837354498774) | > loss_disc_real_1: 0.17121966183185577 (0.1984699401751306) | > loss_disc_real_2: 0.21211974322795868 (0.21199668336261823) | > loss_disc_real_3: 0.24709109961986542 (0.23015098162839331) | > loss_disc_real_4: 0.25688856840133667 (0.2322229229420134) | > loss_disc_real_5: 0.23819009959697723 (0.22244084373261164) | > loss_0: 2.5305869579315186 (2.3716050320844415) | > grad_norm_0: tensor(19.4704, device='cuda:0') (tensor(20.6838, device='cuda:0')) | > loss_gen: 2.195139169692993 (2.4804169514418417) | > loss_kl: 2.036048173904419 (2.023128952409074) | > loss_feat: 6.609260559082031 (7.000511424055377) | > loss_mel: 16.21694564819336 (17.20854353673248) | > loss_duration: 2.2333438396453857 (2.057748325434317) | > loss_1: 29.29073715209961 (30.77034914454982) | > grad_norm_1: tensor(124.6212, device='cuda:0') (tensor(243.4870, device='cuda:0')) | > current_lr_0: 0.00018328859141897335 | > current_lr_1: 0.00018328859141897335 | > step_time: 0.5052 (0.4015289340590196) | > loader_time: 0.0065 (0.00472173027236099)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4424331188201904 (2.4424331188201904) | > loss_disc_real_0: 0.1741618812084198 (0.1741618812084198) | > loss_disc_real_1: 0.19175338745117188 (0.19175338745117188) | > loss_disc_real_2: 0.22432081401348114 (0.22432081401348114) | > loss_disc_real_3: 0.23784390091896057 (0.23784390091896057) | > loss_disc_real_4: 0.2758660912513733 (0.2758660912513733) | > loss_disc_real_5: 0.24687106907367706 (0.24687106907367706) | > loss_0: 2.4424331188201904 (2.4424331188201904) | > loss_gen: 2.275535821914673 (2.275535821914673) | > loss_kl: 1.970664143562317 (1.970664143562317) | > loss_feat: 5.1766276359558105 (5.1766276359558105) | > loss_mel: 13.261693000793457 (13.261693000793457) | > loss_duration: 3.1319375038146973 (3.1319375038146973) | > loss_1: 25.816457748413086 (25.816457748413086)  --> STEP: 1 | > loss_disc: 2.413085460662842 (2.413085460662842) | > loss_disc_real_0: 0.17618109285831451 (0.17618109285831451) | > loss_disc_real_1: 0.18695029616355896 (0.18695029616355896) | > loss_disc_real_2: 0.20249305665493011 (0.20249305665493011) | > loss_disc_real_3: 0.27552103996276855 (0.27552103996276855) | > loss_disc_real_4: 0.29027435183525085 (0.29027435183525085) | > loss_disc_real_5: 0.28124597668647766 (0.28124597668647766) | > loss_0: 2.413085460662842 (2.413085460662842) | > loss_gen: 2.5693883895874023 (2.5693883895874023) | > loss_kl: 3.6991565227508545 (3.6991565227508545) | > loss_feat: 7.740945816040039 (7.740945816040039) | > loss_mel: 17.87338638305664 (17.87338638305664) | > loss_duration: 2.3954997062683105 (2.3954997062683105) | > loss_1: 34.278377532958984 (34.278377532958984)  --> STEP: 2 | > loss_disc: 2.4815499782562256 (2.4473177194595337) | > loss_disc_real_0: 0.23107953369617462 (0.20363031327724457) | > loss_disc_real_1: 0.21281637251377106 (0.199883334338665) | > loss_disc_real_2: 0.2857556641101837 (0.24412436038255692) | > loss_disc_real_3: 0.21219342947006226 (0.2438572347164154) | > loss_disc_real_4: 0.23257236182689667 (0.26142335683107376) | > loss_disc_real_5: 0.2521645128726959 (0.2667052447795868) | > loss_0: 2.4815499782562256 (2.4473177194595337) | > loss_gen: 2.4406983852386475 (2.505043387413025) | > loss_kl: 2.4387149810791016 (3.068935751914978) | > loss_feat: 5.570528984069824 (6.655737400054932) | > loss_mel: 17.100772857666016 (17.487079620361328) | > loss_duration: 2.5058538913726807 (2.4506767988204956) | > loss_1: 30.056568145751953 (32.16747283935547)  --> STEP: 3 | > loss_disc: 2.356471538543701 (2.4170356591542563) | > loss_disc_real_0: 0.0821182131767273 (0.1631262799104055) | > loss_disc_real_1: 0.1954376995563507 (0.19840145607789358) | > loss_disc_real_2: 0.2208215594291687 (0.23635676006476083) | > loss_disc_real_3: 0.21027140319347382 (0.23266195754210153) | > loss_disc_real_4: 0.1753925234079361 (0.23274641235669455) | > loss_disc_real_5: 0.21803754568099976 (0.2504826784133911) | > loss_0: 2.356471538543701 (2.4170356591542563) | > loss_gen: 2.4039151668548584 (2.4713339805603027) | > loss_kl: 3.861175775527954 (3.33301575978597) | > loss_feat: 7.201578140258789 (6.837684313456218) | > loss_mel: 18.48975372314453 (17.821304321289062) | > loss_duration: 2.381425380706787 (2.4275929927825928) | > loss_1: 34.33784866333008 (32.89093144734701)  --> STEP: 4 | > loss_disc: 2.569443464279175 (2.455137610435486) | > loss_disc_real_0: 0.1602778136730194 (0.16241416335105896) | > loss_disc_real_1: 0.2482464462518692 (0.21086270362138748) | > loss_disc_real_2: 0.23453135788440704 (0.2359004095196724) | > loss_disc_real_3: 0.28677672147750854 (0.2461906485259533) | > loss_disc_real_4: 0.25418105721473694 (0.23810507357120514) | > loss_disc_real_5: 0.2556527853012085 (0.25177520513534546) | > loss_0: 2.569443464279175 (2.455137610435486) | > loss_gen: 2.228473663330078 (2.4106189012527466) | > loss_kl: 3.507056474685669 (3.3765259385108948) | > loss_feat: 4.387625217437744 (6.225169539451599) | > loss_mel: 18.11953353881836 (17.895861625671387) | > loss_duration: 2.420344114303589 (2.425780773162842) | > loss_1: 30.66303253173828 (32.333956718444824)  --> STEP: 5 | > loss_disc: 2.150224447250366 (2.394154977798462) | > loss_disc_real_0: 0.1330031454563141 (0.15653195977210999) | > loss_disc_real_1: 0.2047608345746994 (0.20964232981204986) | > loss_disc_real_2: 0.20181578397750854 (0.22908348441123963) | > loss_disc_real_3: 0.25979599356651306 (0.24891171753406524) | > loss_disc_real_4: 0.19822406768798828 (0.23012887239456176) | > loss_disc_real_5: 0.15487048029899597 (0.23239426016807557) | > loss_0: 2.150224447250366 (2.394154977798462) | > loss_gen: 2.6353330612182617 (2.4555617332458497) | > loss_kl: 2.633986711502075 (3.2280180931091307) | > loss_feat: 6.956031322479248 (6.371341896057129) | > loss_mel: 18.361175537109375 (17.988924407958983) | > loss_duration: 2.2704620361328125 (2.3947170257568358) | > loss_1: 32.856990814208984 (32.43856353759766)  --> STEP: 6 | > loss_disc: 2.481454372406006 (2.4087048768997192) | > loss_disc_real_0: 0.11349917948246002 (0.149359829723835) | > loss_disc_real_1: 0.27226272225379944 (0.2200790618856748) | > loss_disc_real_2: 0.257194459438324 (0.2337686469157537) | > loss_disc_real_3: 0.27793964743614197 (0.25374970585107803) | > loss_disc_real_4: 0.2546633183956146 (0.2342179467280706) | > loss_disc_real_5: 0.269294410943985 (0.2385442852973938) | > loss_0: 2.481454372406006 (2.4087048768997192) | > loss_gen: 2.5414927005767822 (2.4698835611343384) | > loss_kl: 2.6137683391571045 (3.1256431341171265) | > loss_feat: 6.242826461791992 (6.3499226570129395) | > loss_mel: 16.92081069946289 (17.81090545654297) | > loss_duration: 2.250865936279297 (2.370741844177246) | > loss_1: 30.56976318359375 (32.127096811930336)  --> STEP: 7 | > loss_disc: 2.361006736755371 (2.401890856879098) | > loss_disc_real_0: 0.10271581262350082 (0.14269639870950154) | > loss_disc_real_1: 0.25049054622650146 (0.22442355964865005) | > loss_disc_real_2: 0.24270664155483246 (0.23504550329276494) | > loss_disc_real_3: 0.26725026965141296 (0.25567835782255444) | > loss_disc_real_4: 0.2615889012813568 (0.23812808309282577) | > loss_disc_real_5: 0.2560400366783142 (0.241043678351811) | > loss_0: 2.361006736755371 (2.401890856879098) | > loss_gen: 2.538135528564453 (2.4796338421957835) | > loss_kl: 5.047352313995361 (3.4001730169568742) | > loss_feat: 5.695021629333496 (6.256365367344448) | > loss_mel: 16.67537498474121 (17.648686817714147) | > loss_duration: 2.482609510421753 (2.3867229393550327) | > loss_1: 32.43849563598633 (32.17158235822405)  --> STEP: 8 | > loss_disc: 2.37943959236145 (2.399084448814392) | > loss_disc_real_0: 0.15097202360630035 (0.1437308518216014) | > loss_disc_real_1: 0.23078560829162598 (0.22521881572902203) | > loss_disc_real_2: 0.2828025817871094 (0.241015138104558) | > loss_disc_real_3: 0.2807469069957733 (0.2588119264692068) | > loss_disc_real_4: 0.3409251868724823 (0.2509777210652828) | > loss_disc_real_5: 0.2883116602897644 (0.24695217609405518) | > loss_0: 2.37943959236145 (2.399084448814392) | > loss_gen: 3.158740997314453 (2.564522236585617) | > loss_kl: 3.4396417140960693 (3.4051066040992737) | > loss_feat: 8.410728454589844 (6.525660753250122) | > loss_mel: 19.873050689697266 (17.926732301712036) | > loss_duration: 2.2733821868896484 (2.3725553452968597) | > loss_1: 37.155548095703125 (32.794578075408936)  --> STEP: 9 | > loss_disc: 2.484264373779297 (2.4085488849216037) | > loss_disc_real_0: 0.18081346154212952 (0.14785114179054895) | > loss_disc_real_1: 0.2410406619310379 (0.22697679864035714) | > loss_disc_real_2: 0.278822660446167 (0.24521597392029232) | > loss_disc_real_3: 0.2508730888366699 (0.25792983339892495) | > loss_disc_real_4: 0.211946040391922 (0.2466408676571316) | > loss_disc_real_5: 0.18621090054512024 (0.24020314547750685) | > loss_0: 2.484264373779297 (2.4085488849216037) | > loss_gen: 2.392216444015503 (2.545377148522271) | > loss_kl: 2.750272035598755 (3.332347207599216) | > loss_feat: 8.041205406188965 (6.69405460357666) | > loss_mel: 18.068002700805664 (17.94242901272244) | > loss_duration: 2.1586508750915527 (2.3487881819407144) | > loss_1: 33.41034698486328 (32.86299684312608)  --> STEP: 10 | > loss_disc: 2.4476256370544434 (2.4124565601348875) | > loss_disc_real_0: 0.15314437448978424 (0.14838046506047248) | > loss_disc_real_1: 0.2851654887199402 (0.23279566764831544) | > loss_disc_real_2: 0.24531182646751404 (0.24522555917501448) | > loss_disc_real_3: 0.28734058141708374 (0.2608709082007408) | > loss_disc_real_4: 0.26574814319610596 (0.24855159521102904) | > loss_disc_real_5: 0.2698723375797272 (0.2431700646877289) | > loss_0: 2.4476256370544434 (2.4124565601348875) | > loss_gen: 2.7192153930664062 (2.5627609729766845) | > loss_kl: 3.3595943450927734 (3.3350719213485718) | > loss_feat: 6.330233097076416 (6.657672452926636) | > loss_mel: 16.714656829833984 (17.819651794433593) | > loss_duration: 2.3196866512298584 (2.345878028869629) | > loss_1: 31.44338607788086 (32.72103576660156)  --> STEP: 11 | > loss_disc: 2.7035698890686035 (2.438921408219771) | > loss_disc_real_0: 0.17516730725765228 (0.1508156325329434) | > loss_disc_real_1: 0.28436052799224854 (0.23748338222503662) | > loss_disc_real_2: 0.25344812870025635 (0.24597306549549103) | > loss_disc_real_3: 0.2318619042634964 (0.2582337260246277) | > loss_disc_real_4: 0.2503485381603241 (0.24871495366096497) | > loss_disc_real_5: 0.3057832717895508 (0.24886217442425815) | > loss_0: 2.7035698890686035 (2.438921408219771) | > loss_gen: 2.1987991333007812 (2.529673533006148) | > loss_kl: 3.5520927906036377 (3.3548010912808506) | > loss_feat: 6.890878677368164 (6.678873018784956) | > loss_mel: 17.365768432617188 (17.7783896706321) | > loss_duration: 2.554297924041748 (2.3648252920670942) | > loss_1: 32.56183624267578 (32.70656308260831)  --> STEP: 12 | > loss_disc: 2.693845748901367 (2.460165103276571) | > loss_disc_real_0: 0.2150406837463379 (0.15616772013405958) | > loss_disc_real_1: 0.28581327199935913 (0.2415108730395635) | > loss_disc_real_2: 0.2779378592967987 (0.24863679831226668) | > loss_disc_real_3: 0.25976938009262085 (0.25836169719696045) | > loss_disc_real_4: 0.27127605676651 (0.25059504558642703) | > loss_disc_real_5: 0.26851314306259155 (0.25049975514411926) | > loss_0: 2.693845748901367 (2.460165103276571) | > loss_gen: 2.4002487659454346 (2.5188881357510886) | > loss_kl: 3.0095698833465576 (3.326031823952993) | > loss_feat: 5.597243785858154 (6.58873724937439) | > loss_mel: 17.223112106323242 (17.73211654027303) | > loss_duration: 2.2604799270629883 (2.356129844983419) | > loss_1: 30.49065399169922 (32.52190399169922)  --> STEP: 13 | > loss_disc: 2.2853446006774902 (2.4467173723074107) | > loss_disc_real_0: 0.09523598849773407 (0.15148066385434225) | > loss_disc_real_1: 0.2516702711582184 (0.24229236520253694) | > loss_disc_real_2: 0.18679454922676086 (0.24387970222876623) | > loss_disc_real_3: 0.24289914965629578 (0.2571722704630632) | > loss_disc_real_4: 0.224622443318367 (0.24859715310426858) | > loss_disc_real_5: 0.21535073220729828 (0.2477959841489792) | > loss_0: 2.2853446006774902 (2.4467173723074107) | > loss_gen: 2.487403154373169 (2.516466214106633) | > loss_kl: 3.5009677410125732 (3.339488432957576) | > loss_feat: 8.32038402557373 (6.72194084754357) | > loss_mel: 15.473426818847656 (17.558371177086464) | > loss_duration: 2.2968413829803467 (2.3515691940601053) | > loss_1: 32.07902526855469 (32.487836397611176)  --> STEP: 14 | > loss_disc: 2.3781630992889404 (2.441820638520377) | > loss_disc_real_0: 0.151730015873909 (0.15149847471288272) | > loss_disc_real_1: 0.13819465041160583 (0.23485681414604187) | > loss_disc_real_2: 0.15666691958904266 (0.23765021775450026) | > loss_disc_real_3: 0.2457403689622879 (0.2563557060701506) | > loss_disc_real_4: 0.22269117832183838 (0.246746726334095) | > loss_disc_real_5: 0.2097950279712677 (0.2450816301362855) | > loss_0: 2.3781630992889404 (2.441820638520377) | > loss_gen: 2.272068738937378 (2.4990092515945435) | > loss_kl: 3.884840726852417 (3.378442168235779) | > loss_feat: 7.575045108795166 (6.782876866204398) | > loss_mel: 19.073610305786133 (17.666602543422155) | > loss_duration: 2.3892223834991455 (2.3542587075914656) | > loss_1: 35.194786071777344 (32.6811899457659)  --> STEP: 15 | > loss_disc: 2.2298214435577393 (2.4276873588562013) | > loss_disc_real_0: 0.11342483758926392 (0.1489602322379748) | > loss_disc_real_1: 0.22368063032627106 (0.2341117352247238) | > loss_disc_real_2: 0.1686801165342331 (0.23305221100648243) | > loss_disc_real_3: 0.2437615990638733 (0.2555160989363988) | > loss_disc_real_4: 0.2457795888185501 (0.24668225049972534) | > loss_disc_real_5: 0.16864609718322754 (0.23998592793941498) | > loss_0: 2.2298214435577393 (2.4276873588562013) | > loss_gen: 2.438495635986328 (2.4949750105539956) | > loss_kl: 3.6036763191223145 (3.393457778294881) | > loss_feat: 7.266639709472656 (6.8151277224222815) | > loss_mel: 17.507999420166016 (17.656029001871744) | > loss_duration: 2.37514591217041 (2.3556511878967283) | > loss_1: 33.19195556640625 (32.715240987141925)  --> STEP: 16 | > loss_disc: 2.677175283432007 (2.443280354142189) | > loss_disc_real_0: 0.2469966858625412 (0.1550875105895102) | > loss_disc_real_1: 0.3503079116344452 (0.2413739962503314) | > loss_disc_real_2: 0.24723777174949646 (0.23393880855292082) | > loss_disc_real_3: 0.2992318868637085 (0.2582483356818557) | > loss_disc_real_4: 0.25743842124938965 (0.24735451117157936) | > loss_disc_real_5: 0.30008238554000854 (0.24374195653945208) | > loss_0: 2.677175283432007 (2.443280354142189) | > loss_gen: 2.6321215629577637 (2.5035466700792313) | > loss_kl: 2.3778398036956787 (3.329981654882431) | > loss_feat: 7.0865983963012695 (6.832094639539719) | > loss_mel: 14.831121444702148 (17.479472279548645) | > loss_duration: 2.396127700805664 (2.358180969953537) | > loss_1: 29.323808670043945 (32.5032764673233)  --> STEP: 17 | > loss_disc: 2.3668859004974365 (2.4387865627513214) | > loss_disc_real_0: 0.11217248439788818 (0.15256309728412068) | > loss_disc_real_1: 0.24281243979930878 (0.24145861057674184) | > loss_disc_real_2: 0.22719818353652954 (0.23354230119901545) | > loss_disc_real_3: 0.2466704398393631 (0.25756728298523845) | > loss_disc_real_4: 0.24058003723621368 (0.24695601270479314) | > loss_disc_real_5: 0.26464253664016724 (0.24497140242772944) | > loss_0: 2.3668859004974365 (2.4387865627513214) | > loss_gen: 2.5520100593566895 (2.5063974576837875) | > loss_kl: 2.5360774993896484 (3.283281410441679) | > loss_feat: 7.62693977355957 (6.8788502356585335) | > loss_mel: 17.4140625 (17.475624645457547) | > loss_duration: 2.4484775066375732 (2.363492530934951) | > loss_1: 32.57756805419922 (32.507646560668945)  --> STEP: 18 | > loss_disc: 2.607867479324341 (2.4481799470053778) | > loss_disc_real_0: 0.18862351775169373 (0.1545664539767636) | > loss_disc_real_1: 0.228301540017128 (0.24072766221231884) | > loss_disc_real_2: 0.1561957448720932 (0.2292452702919642) | > loss_disc_real_3: 0.2113056480884552 (0.2549971921576394) | > loss_disc_real_4: 0.23850934207439423 (0.24648675322532654) | > loss_disc_real_5: 0.23613260686397552 (0.24448035822974312) | > loss_0: 2.607867479324341 (2.4481799470053778) | > loss_gen: 2.0949087142944336 (2.4835369719399347) | > loss_kl: 2.8434743881225586 (3.2588476869795056) | > loss_feat: 6.494992256164551 (6.8575247923533125) | > loss_mel: 16.395938873291016 (17.415642102559406) | > loss_duration: 2.2267768383026123 (2.355897214677599) | > loss_1: 30.05609130859375 (32.371449046664765)  --> STEP: 19 | > loss_disc: 2.7202720642089844 (2.462500584752936) | > loss_disc_real_0: 0.15836015343666077 (0.15476612236938977) | > loss_disc_real_1: 0.27734461426734924 (0.24265487021521517) | > loss_disc_real_2: 0.2636062502861023 (0.23105374292323463) | > loss_disc_real_3: 0.3269112706184387 (0.2587821436555762) | > loss_disc_real_4: 0.3057467043399811 (0.24960569802083468) | > loss_disc_real_5: 0.36775192618370056 (0.2509683354904777) | > loss_0: 2.7202720642089844 (2.462500584752936) | > loss_gen: 2.446603775024414 (2.4815931194706966) | > loss_kl: 2.2151355743408203 (3.203915470524838) | > loss_feat: 6.255478858947754 (6.825838164279335) | > loss_mel: 16.387657165527344 (17.3615376321893) | > loss_duration: 2.3516077995300293 (2.3556714559856213) | > loss_1: 29.656484603881836 (32.228556181255136)  --> STEP: 20 | > loss_disc: 2.030673027038574 (2.440909206867218) | > loss_disc_real_0: 0.07078880071640015 (0.1505672562867403) | > loss_disc_real_1: 0.18651382625102997 (0.23984781801700591) | > loss_disc_real_2: 0.2520991861820221 (0.232106015086174) | > loss_disc_real_3: 0.21310552954673767 (0.25649831295013426) | > loss_disc_real_4: 0.1535162329673767 (0.24480122476816177) | > loss_disc_real_5: 0.2019149512052536 (0.24851566627621652) | > loss_0: 2.030673027038574 (2.440909206867218) | > loss_gen: 2.723201274871826 (2.493673527240753) | > loss_kl: 2.399232864379883 (3.1636813402175905) | > loss_feat: 7.565549373626709 (6.862823724746704) | > loss_mel: 18.306509017944336 (17.40878620147705) | > loss_duration: 2.267123222351074 (2.351244044303894) | > loss_1: 33.26161575317383 (32.28020915985107)  --> STEP: 21 | > loss_disc: 2.3982930183410645 (2.4388798645564487) | > loss_disc_real_0: 0.16435901820659637 (0.1512240068543525) | > loss_disc_real_1: 0.21927295625209808 (0.23886806269486746) | > loss_disc_real_2: 0.29440614581108093 (0.23507268797783626) | > loss_disc_real_3: 0.22125601768493652 (0.2548201084136963) | > loss_disc_real_4: 0.19190162420272827 (0.24228219616980778) | > loss_disc_real_5: 0.16919349133968353 (0.24473841985066733) | > loss_0: 2.3982930183410645 (2.4388798645564487) | > loss_gen: 2.3163962364196777 (2.4852317514873685) | > loss_kl: 2.0822670459747314 (3.1121854214441207) | > loss_feat: 5.002376079559326 (6.774230979737782) | > loss_mel: 14.771200180053711 (17.283186867123558) | > loss_duration: 2.2280445098876953 (2.3453773998078846) | > loss_1: 26.400283813476562 (32.00021271478562)  --> STEP: 22 | > loss_disc: 2.3862125873565674 (2.4364858974109995) | > loss_disc_real_0: 0.11819003522396088 (0.1497224626893347) | > loss_disc_real_1: 0.19627325236797333 (0.2369319349527359) | > loss_disc_real_2: 0.1771254539489746 (0.23243872279470618) | > loss_disc_real_3: 0.2698045074939728 (0.25550121746279975) | > loss_disc_real_4: 0.2746512293815613 (0.24375351586125113) | > loss_disc_real_5: 0.21914039552211761 (0.2435748732902787) | > loss_0: 2.3862125873565674 (2.4364858974109995) | > loss_gen: 2.2514238357543945 (2.4746041189540517) | > loss_kl: 1.9774550199508667 (3.0606067668307912) | > loss_feat: 5.864758491516113 (6.732891321182251) | > loss_mel: 17.013551712036133 (17.270930723710492) | > loss_duration: 2.1785778999328613 (2.33779560435902) | > loss_1: 29.2857666015625 (31.876828800548207)  --> STEP: 23 | > loss_disc: 2.7521564960479736 (2.4502107060473897) | > loss_disc_real_0: 0.23968303203582764 (0.15363379179135614) | > loss_disc_real_1: 0.2765307128429413 (0.23865362094796222) | > loss_disc_real_2: 0.22347784042358398 (0.23204911921335303) | > loss_disc_real_3: 0.2880965769290924 (0.2569184070048125) | > loss_disc_real_4: 0.2718338370323181 (0.24497439939042795) | > loss_disc_real_5: 0.28270766139030457 (0.24527629885984503) | > loss_0: 2.7521564960479736 (2.4502107060473897) | > loss_gen: 2.203676223754883 (2.4628246452497398) | > loss_kl: 2.644148826599121 (3.0424998998641968) | > loss_feat: 4.07161808013916 (6.617183788962986) | > loss_mel: 16.182422637939453 (17.22360428519871) | > loss_duration: 2.2804694175720215 (2.3353031614552373) | > loss_1: 27.382335662841797 (31.681416055430535)  --> STEP: 24 | > loss_disc: 2.7873787879943848 (2.4642593761285148) | > loss_disc_real_0: 0.25867271423339844 (0.15801041355977458) | > loss_disc_real_1: 0.28673598170280457 (0.24065705264608064) | > loss_disc_real_2: 0.2514486014842987 (0.23285743097464243) | > loss_disc_real_3: 0.20040000975131989 (0.254563473785917) | > loss_disc_real_4: 0.2644736170768738 (0.24578686679402986) | > loss_disc_real_5: 0.24261435866355896 (0.2451653846849998) | > loss_0: 2.7873787879943848 (2.4642593761285148) | > loss_gen: 2.186969518661499 (2.4513306816418963) | > loss_kl: 2.8036575317382812 (3.032548134525617) | > loss_feat: 5.404934883117676 (6.566673417886098) | > loss_mel: 15.72106647491455 (17.16099854310354) | > loss_duration: 2.4271883964538574 (2.339131712913513) | > loss_1: 28.5438175201416 (31.55068278312683)  --> STEP: 25 | > loss_disc: 2.5903196334838867 (2.4693017864227294) | > loss_disc_real_0: 0.19733084738254547 (0.15958323091268542) | > loss_disc_real_1: 0.2530248463153839 (0.2411517643928528) | > loss_disc_real_2: 0.19339299201965332 (0.23127885341644286) | > loss_disc_real_3: 0.2460845708847046 (0.25422431766986847) | > loss_disc_real_4: 0.18905992805957794 (0.24351778924465178) | > loss_disc_real_5: 0.2770829498767853 (0.2464420872926712) | > loss_0: 2.5903196334838867 (2.4693017864227294) | > loss_gen: 2.259629249572754 (2.4436626243591304) | > loss_kl: 3.20139217376709 (3.039301896095276) | > loss_feat: 6.133900165557861 (6.549362487792969) | > loss_mel: 14.894787788391113 (17.07035011291504) | > loss_duration: 2.3794867992401123 (2.3407459163665774) | > loss_1: 28.86919403076172 (31.443423233032227)  --> STEP: 26 | > loss_disc: 2.324153423309326 (2.463719157072214) | > loss_disc_real_0: 0.08255220949649811 (0.1566204993197551) | > loss_disc_real_1: 0.10066191852092743 (0.2357483087823941) | > loss_disc_real_2: 0.11603305488824844 (0.22684632270382002) | > loss_disc_real_3: 0.2512310743331909 (0.2541091929261501) | > loss_disc_real_4: 0.2624953091144562 (0.2442476938550289) | > loss_disc_real_5: 0.19847945868968964 (0.24459737080794114) | > loss_0: 2.324153423309326 (2.463719157072214) | > loss_gen: 2.216238021850586 (2.4349155242626477) | > loss_kl: 2.2825779914855957 (3.0101971305333652) | > loss_feat: 13.17654800415039 (6.8042542384221) | > loss_mel: 20.627151489257812 (17.207150165851303) | > loss_duration: 2.306847095489502 (2.339442115563613) | > loss_1: 40.60935974121094 (31.79595925257756) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024832945603590747 (+6.683056171123821e-05) | > avg_loss_disc: 2.463719157072214 (-0.009654274353613435) | > avg_loss_disc_real_0: 0.1566204993197551 (+0.0292708191734094) | > avg_loss_disc_real_1: 0.2357483087823941 (+0.038378497728934646) | > avg_loss_disc_real_2: 0.22684632270382002 (-0.01655824281848392) | > avg_loss_disc_real_3: 0.2541091929261501 (+0.031860242669398964) | > avg_loss_disc_real_4: 0.2442476938550289 (+0.002034971920343548) | > avg_loss_disc_real_5: 0.24459737080794114 (+0.02712498347346598) | > avg_loss_0: 2.463719157072214 (-0.009654274353613435) | > avg_loss_gen: 2.4349155242626477 (+0.2099161148071289) | > avg_loss_kl: 3.0101971305333652 (+0.06732911788500306) | > avg_loss_feat: 6.8042542384221 (+0.039674648871788065) | > avg_loss_mel: 17.207150165851303 (-0.40288074199969515) | > avg_loss_duration: 2.339442115563613 (-0.003476922328655707) | > avg_loss_1: 31.79595925257756 (-0.08943733802208698)  > EPOCH: 699/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:05:33)   --> TIME: 2024-06-11 22:05:36 -- STEP: 4/330 -- GLOBAL_STEP: 318675 | > loss_disc: 2.289534091949463 (2.308530032634735) | > loss_disc_real_0: 0.07352021336555481 (0.1114738006144762) | > loss_disc_real_1: 0.18709613382816315 (0.18561669439077377) | > loss_disc_real_2: 0.2021031230688095 (0.20298347249627113) | > loss_disc_real_3: 0.20758354663848877 (0.20493777468800545) | > loss_disc_real_4: 0.2112346738576889 (0.20736243948340416) | > loss_disc_real_5: 0.2110060751438141 (0.21159952133893967) | > loss_0: 2.289534091949463 (2.308530032634735) | > grad_norm_0: tensor(12.8308, device='cuda:0') (tensor(8.6051, device='cuda:0')) | > loss_gen: 2.4582929611206055 (2.44378662109375) | > loss_kl: 2.032058000564575 (1.9247393906116486) | > loss_feat: 6.266713619232178 (6.637865662574768) | > loss_mel: 17.420425415039062 (17.907048225402832) | > loss_duration: 2.149057388305664 (2.1476941108703613) | > loss_1: 30.326547622680664 (31.061133861541748) | > grad_norm_1: tensor(185.1450, device='cuda:0') (tensor(99.4803, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3697 (0.39433372020721436) | > loader_time: 0.0027 (0.003298461437225342)  --> TIME: 2024-06-11 22:05:45 -- STEP: 29/330 -- GLOBAL_STEP: 318700 | > loss_disc: 2.273131847381592 (2.331326361360221) | > loss_disc_real_0: 0.10232347995042801 (0.1073997796609484) | > loss_disc_real_1: 0.1878529042005539 (0.1968949570738036) | > loss_disc_real_2: 0.21518748998641968 (0.20874001599591355) | > loss_disc_real_3: 0.1909620463848114 (0.2258271528729077) | > loss_disc_real_4: 0.2066136747598648 (0.22486351738715993) | > loss_disc_real_5: 0.19975228607654572 (0.22150265862201823) | > loss_0: 2.273131847381592 (2.331326361360221) | > grad_norm_0: tensor(4.9269, device='cuda:0') (tensor(9.1838, device='cuda:0')) | > loss_gen: 2.589709758758545 (2.482223477856866) | > loss_kl: 2.009986162185669 (1.9831920944411179) | > loss_feat: 7.223908424377441 (6.875299387964709) | > loss_mel: 17.500259399414062 (17.53078112108954) | > loss_duration: 1.9925751686096191 (2.02142400166084) | > loss_1: 31.316438674926758 (30.892919803487843) | > grad_norm_1: tensor(83.5045, device='cuda:0') (tensor(126.9338, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3571 (0.3657039609448663) | > loader_time: 0.0036 (0.0034238552225047143)  --> TIME: 2024-06-11 22:05:55 -- STEP: 54/330 -- GLOBAL_STEP: 318725 | > loss_disc: 2.2820310592651367 (2.34955644607544) | > loss_disc_real_0: 0.09501706808805466 (0.1111125882577013) | > loss_disc_real_1: 0.20237979292869568 (0.19546928974213423) | > loss_disc_real_2: 0.1869523674249649 (0.21109897119027596) | > loss_disc_real_3: 0.20612546801567078 (0.22704362400152064) | > loss_disc_real_4: 0.2323099672794342 (0.2295684074914014) | > loss_disc_real_5: 0.20209693908691406 (0.2236669069087064) | > loss_0: 2.2820310592651367 (2.34955644607544) | > grad_norm_0: tensor(5.4966, device='cuda:0') (tensor(8.4497, device='cuda:0')) | > loss_gen: 2.5195255279541016 (2.4703802356013536) | > loss_kl: 2.1178760528564453 (1.9785552311826635) | > loss_feat: 7.605004787445068 (6.912189677909568) | > loss_mel: 18.600915908813477 (17.46806575633861) | > loss_duration: 1.955911636352539 (2.002975276222936) | > loss_1: 32.799232482910156 (30.83216596532751) | > grad_norm_1: tensor(103.5173, device='cuda:0') (tensor(104.8014, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3683 (0.36741497340025725) | > loader_time: 0.0037 (0.0035660708392107926)  --> TIME: 2024-06-11 22:06:04 -- STEP: 79/330 -- GLOBAL_STEP: 318750 | > loss_disc: 2.351212501525879 (2.3633376163772395) | > loss_disc_real_0: 0.10941950976848602 (0.1125814567638349) | > loss_disc_real_1: 0.18134336173534393 (0.19825079376938973) | > loss_disc_real_2: 0.21723338961601257 (0.21160821163956123) | > loss_disc_real_3: 0.22376257181167603 (0.22900210886816436) | > loss_disc_real_4: 0.22123059630393982 (0.2299172610421724) | > loss_disc_real_5: 0.23184700310230255 (0.22376124598557437) | > loss_0: 2.351212501525879 (2.3633376163772395) | > grad_norm_0: tensor(16.4251, device='cuda:0') (tensor(8.7196, device='cuda:0')) | > loss_gen: 2.5572867393493652 (2.4552742107005048) | > loss_kl: 2.003406047821045 (1.9800559312482424) | > loss_feat: 7.081381797790527 (6.928536916080909) | > loss_mel: 17.449420928955078 (17.409081953990302) | > loss_duration: 1.9654858112335205 (1.9948829201203362) | > loss_1: 31.056982040405273 (30.767831754080856) | > grad_norm_1: tensor(259.4810, device='cuda:0') (tensor(106.8665, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3781 (0.36940926841542693) | > loader_time: 0.0038 (0.0036563812931881675)  --> TIME: 2024-06-11 22:06:14 -- STEP: 104/330 -- GLOBAL_STEP: 318775 | > loss_disc: 2.3388540744781494 (2.3669938857738795) | > loss_disc_real_0: 0.1326819509267807 (0.1151922378115929) | > loss_disc_real_1: 0.2259623408317566 (0.19801573269069192) | > loss_disc_real_2: 0.2037966549396515 (0.2115645483136177) | > loss_disc_real_3: 0.24473096430301666 (0.22908467025710985) | > loss_disc_real_4: 0.2341943085193634 (0.22977350680873945) | > loss_disc_real_5: 0.22526757419109344 (0.2244779709726572) | > loss_0: 2.3388540744781494 (2.3669938857738795) | > grad_norm_0: tensor(10.3974, device='cuda:0') (tensor(9.2749, device='cuda:0')) | > loss_gen: 2.5659661293029785 (2.4555076567026264) | > loss_kl: 1.944935917854309 (1.9757068294745226) | > loss_feat: 7.341925621032715 (6.905185690292945) | > loss_mel: 17.479358673095703 (17.394713603533237) | > loss_duration: 2.0347800254821777 (1.995877999525804) | > loss_1: 31.366966247558594 (30.726991671782272) | > grad_norm_1: tensor(217.3867, device='cuda:0') (tensor(112.7977, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.383 (0.3709015662853534) | > loader_time: 0.0035 (0.0037183899145859936)  --> TIME: 2024-06-11 22:06:24 -- STEP: 129/330 -- GLOBAL_STEP: 318800 | > loss_disc: 2.3663806915283203 (2.368566681248273) | > loss_disc_real_0: 0.1273794025182724 (0.11665708305992821) | > loss_disc_real_1: 0.19931480288505554 (0.19742538058018497) | > loss_disc_real_2: 0.1996351033449173 (0.2116926668226257) | > loss_disc_real_3: 0.22724340856075287 (0.22899813973164374) | > loss_disc_real_4: 0.2209549993276596 (0.23123519931190697) | > loss_disc_real_5: 0.2097635418176651 (0.22410813990489456) | > loss_0: 2.3663806915283203 (2.368566681248273) | > grad_norm_0: tensor(7.8969, device='cuda:0') (tensor(9.2942, device='cuda:0')) | > loss_gen: 2.45181941986084 (2.459378791409868) | > loss_kl: 1.987578272819519 (1.984144506528396) | > loss_feat: 6.894329071044922 (6.915361012599265) | > loss_mel: 18.210315704345703 (17.41471148646155) | > loss_duration: 1.974104404449463 (1.998288214668747) | > loss_1: 31.51814842224121 (30.771883927574454) | > grad_norm_1: tensor(53.1507, device='cuda:0') (tensor(109.3143, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3901 (0.3721800312515377) | > loader_time: 0.0046 (0.0037795536277830137)  --> TIME: 2024-06-11 22:06:33 -- STEP: 154/330 -- GLOBAL_STEP: 318825 | > loss_disc: 2.4239892959594727 (2.3740803823842644) | > loss_disc_real_0: 0.1230584979057312 (0.11714118501389181) | > loss_disc_real_1: 0.23836688697338104 (0.19882440334790713) | > loss_disc_real_2: 0.23069098591804504 (0.21295988830653112) | > loss_disc_real_3: 0.2516952157020569 (0.229405015707016) | > loss_disc_real_4: 0.23103882372379303 (0.23088437038195597) | > loss_disc_real_5: 0.21443234384059906 (0.2240067363365904) | > loss_0: 2.4239892959594727 (2.3740803823842644) | > grad_norm_0: tensor(6.1164, device='cuda:0') (tensor(9.8507, device='cuda:0')) | > loss_gen: 2.322183132171631 (2.4580712953171164) | > loss_kl: 1.9335979223251343 (1.987696440963002) | > loss_feat: 6.6914143562316895 (6.91499027958164) | > loss_mel: 17.2973690032959 (17.400467185230994) | > loss_duration: 2.0084776878356934 (2.0020569059755897) | > loss_1: 30.25304412841797 (30.763282057526823) | > grad_norm_1: tensor(99.4949, device='cuda:0') (tensor(110.0254, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3864 (0.37441348255454726) | > loader_time: 0.0049 (0.0039039865716711266)  --> TIME: 2024-06-11 22:06:43 -- STEP: 179/330 -- GLOBAL_STEP: 318850 | > loss_disc: 2.3353540897369385 (2.375278658041076) | > loss_disc_real_0: 0.1939396858215332 (0.11862375229264105) | > loss_disc_real_1: 0.2203865945339203 (0.1976941331971291) | > loss_disc_real_2: 0.22456267476081848 (0.21289125809123405) | > loss_disc_real_3: 0.24974770843982697 (0.23028259445502106) | > loss_disc_real_4: 0.22258032858371735 (0.23122785111379357) | > loss_disc_real_5: 0.21945883333683014 (0.2242176845752993) | > loss_0: 2.3353540897369385 (2.375278658041076) | > grad_norm_0: tensor(68.4274, device='cuda:0') (tensor(12.2523, device='cuda:0')) | > loss_gen: 2.5492632389068604 (2.459014502317545) | > loss_kl: 2.118664264678955 (1.9924467282588256) | > loss_feat: 7.550473213195801 (6.890526473189199) | > loss_mel: 17.133665084838867 (17.353254627249097) | > loss_duration: 2.0607409477233887 (2.0085337581581255) | > loss_1: 31.41280746459961 (30.70377601325179) | > grad_norm_1: tensor(375.5684, device='cuda:0') (tensor(134.9972, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.3968 (0.3766279646804213) | > loader_time: 0.0045 (0.003986177497735904)  --> TIME: 2024-06-11 22:06:54 -- STEP: 204/330 -- GLOBAL_STEP: 318875 | > loss_disc: 2.28912615776062 (2.373177100630369) | > loss_disc_real_0: 0.10328781604766846 (0.11841548573883141) | > loss_disc_real_1: 0.15564070641994476 (0.19838689442943125) | > loss_disc_real_2: 0.22369684278964996 (0.21297433994272183) | > loss_disc_real_3: 0.25608277320861816 (0.23041999069791214) | > loss_disc_real_4: 0.19011364877223969 (0.2300637053216205) | > loss_disc_real_5: 0.20871834456920624 (0.22391699225294823) | > loss_0: 2.28912615776062 (2.373177100630369) | > grad_norm_0: tensor(15.8362, device='cuda:0') (tensor(14.4425, device='cuda:0')) | > loss_gen: 2.697444200515747 (2.472242866076674) | > loss_kl: 2.096808910369873 (1.9973194096602647) | > loss_feat: 8.092300415039062 (6.9296511762282424) | > loss_mel: 17.065263748168945 (17.327433483273374) | > loss_duration: 2.0138025283813477 (2.0163888679999937) | > loss_1: 31.965621948242188 (30.743035737205954) | > grad_norm_1: tensor(373.0811, device='cuda:0') (tensor(162.6923, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.4011 (0.378960742669947) | > loader_time: 0.0051 (0.004085656474618349)  --> TIME: 2024-06-11 22:07:04 -- STEP: 229/330 -- GLOBAL_STEP: 318900 | > loss_disc: 2.4102909564971924 (2.373319266664932) | > loss_disc_real_0: 0.06937199831008911 (0.1203323164751436) | > loss_disc_real_1: 0.20226696133613586 (0.19760578434800477) | > loss_disc_real_2: 0.2168205976486206 (0.2130164979717097) | > loss_disc_real_3: 0.24272513389587402 (0.23014396747907698) | > loss_disc_real_4: 0.1978016495704651 (0.22962648665540603) | > loss_disc_real_5: 0.21752047538757324 (0.22237244456616032) | > loss_0: 2.4102909564971924 (2.373319266664932) | > grad_norm_0: tensor(11.0955, device='cuda:0') (tensor(17.7000, device='cuda:0')) | > loss_gen: 2.3994667530059814 (2.4774196793418763) | > loss_kl: 2.106217861175537 (2.0010502197856983) | > loss_feat: 6.623294353485107 (6.94705199570635) | > loss_mel: 17.513641357421875 (17.284758163851944) | > loss_duration: 2.117105484008789 (2.0252152920810436) | > loss_1: 30.75972557067871 (30.735495279970127) | > grad_norm_1: tensor(138.0529, device='cuda:0') (tensor(195.6218, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.4156 (0.3822632856244083) | > loader_time: 0.0062 (0.004201337239627755)  --> TIME: 2024-06-11 22:07:15 -- STEP: 254/330 -- GLOBAL_STEP: 318925 | > loss_disc: 2.3273284435272217 (2.3752122019219604) | > loss_disc_real_0: 0.1246899962425232 (0.12136637451728498) | > loss_disc_real_1: 0.2148074060678482 (0.19796500413671253) | > loss_disc_real_2: 0.22347204387187958 (0.21263025507448233) | > loss_disc_real_3: 0.2272340953350067 (0.23047845511455237) | > loss_disc_real_4: 0.22377941012382507 (0.23009359150186298) | > loss_disc_real_5: 0.22355613112449646 (0.22285878793226452) | > loss_0: 2.3273284435272217 (2.3752122019219604) | > grad_norm_0: tensor(15.9760, device='cuda:0') (tensor(18.0042, device='cuda:0')) | > loss_gen: 2.376403570175171 (2.474195666200531) | > loss_kl: 1.9458197355270386 (2.004824483488489) | > loss_feat: 6.969573497772217 (6.941262346553051) | > loss_mel: 16.251455307006836 (17.249876300180997) | > loss_duration: 2.0735979080200195 (2.0325228928581014) | > loss_1: 29.61684799194336 (30.70268160902609) | > grad_norm_1: tensor(143.4033, device='cuda:0') (tensor(203.0735, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.4547 (0.38648877838465173) | > loader_time: 0.0062 (0.004341251268161562)  --> TIME: 2024-06-11 22:07:27 -- STEP: 279/330 -- GLOBAL_STEP: 318950 | > loss_disc: 2.5208959579467773 (2.3766419443178366) | > loss_disc_real_0: 0.1699073165655136 (0.12212427593367074) | > loss_disc_real_1: 0.22955986857414246 (0.19825225133836055) | > loss_disc_real_2: 0.22309528291225433 (0.21294636869516) | > loss_disc_real_3: 0.2535431385040283 (0.23025012534365433) | > loss_disc_real_4: 0.2505263388156891 (0.2299140229233704) | > loss_disc_real_5: 0.21542038023471832 (0.22247751126579912) | > loss_0: 2.5208959579467773 (2.3766419443178366) | > grad_norm_0: tensor(6.4517, device='cuda:0') (tensor(18.1980, device='cuda:0')) | > loss_gen: 2.336148500442505 (2.4710685412089006) | > loss_kl: 1.944904088973999 (2.0085617927667503) | > loss_feat: 6.7758893966674805 (6.946181627157342) | > loss_mel: 16.502323150634766 (17.224167936591694) | > loss_duration: 2.124642848968506 (2.041802801538968) | > loss_1: 29.683910369873047 (30.691782640299916) | > grad_norm_1: tensor(78.3411, device='cuda:0') (tensor(208.3979, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.4518 (0.3927877094583272) | > loader_time: 0.0063 (0.004465399677180901)  --> TIME: 2024-06-11 22:07:39 -- STEP: 304/330 -- GLOBAL_STEP: 318975 | > loss_disc: 2.41750431060791 (2.379994664537281) | > loss_disc_real_0: 0.1293794810771942 (0.12280924071704871) | > loss_disc_real_1: 0.20545287430286407 (0.19873754582122755) | > loss_disc_real_2: 0.24399006366729736 (0.21291281743661364) | > loss_disc_real_3: 0.24202464520931244 (0.23049441073089838) | > loss_disc_real_4: 0.23923461139202118 (0.23053158383424344) | > loss_disc_real_5: 0.2187759280204773 (0.2227505157750688) | > loss_0: 2.41750431060791 (2.379994664537281) | > grad_norm_0: tensor(13.4640, device='cuda:0') (tensor(18.3169, device='cuda:0')) | > loss_gen: 2.384925603866577 (2.464250669667593) | > loss_kl: 2.1173136234283447 (2.011963055322046) | > loss_feat: 7.563665390014648 (6.943825789188084) | > loss_mel: 16.556106567382812 (17.17535202754172) | > loss_duration: 2.196505069732666 (2.0529874410284212) | > loss_1: 30.81851577758789 (30.648378936867964) | > grad_norm_1: tensor(305.2722, device='cuda:0') (tensor(210.5608, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 0.483 (0.39977639913558954) | > loader_time: 0.0066 (0.004634263484101546)  --> TIME: 2024-06-11 22:08:07 -- STEP: 329/330 -- GLOBAL_STEP: 319000 | > loss_disc: 2.4851725101470947 (2.386846008996473) | > loss_disc_real_0: 0.11215133219957352 (0.1244818144293904) | > loss_disc_real_1: 0.28424498438835144 (0.1995293036963802) | > loss_disc_real_2: 0.23446206748485565 (0.21304645128887845) | > loss_disc_real_3: 0.2521463930606842 (0.2309292204293074) | > loss_disc_real_4: 0.29754576086997986 (0.23101202106403362) | > loss_disc_real_5: 0.24741266667842865 (0.22309289433311183) | > loss_0: 2.4851725101470947 (2.386846008996473) | > grad_norm_0: tensor(12.1744, device='cuda:0') (tensor(19.0855, device='cuda:0')) | > loss_gen: 2.8103888034820557 (2.4617417402180473) | > loss_kl: 2.287931442260742 (2.0226325814847175) | > loss_feat: 10.112531661987305 (7.028822184333685) | > loss_mel: 17.5835018157959 (17.14749907287784) | > loss_duration: 2.288761854171753 (2.0676729378366905) | > loss_1: 35.08311462402344 (30.72836844609501) | > grad_norm_1: tensor(155.6936, device='cuda:0') (tensor(217.9964, device='cuda:0')) | > current_lr_0: 0.00018326568034504598 | > current_lr_1: 0.00018326568034504598 | > step_time: 14.2319 (0.455119459100045) | > loader_time: 0.0338 (0.005072299470292762) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_319000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.347233295440674 (2.347233295440674) | > loss_disc_real_0: 0.24709276854991913 (0.24709276854991913) | > loss_disc_real_1: 0.2612302601337433 (0.2612302601337433) | > loss_disc_real_2: 0.16808749735355377 (0.16808749735355377) | > loss_disc_real_3: 0.24427448213100433 (0.24427448213100433) | > loss_disc_real_4: 0.2892540693283081 (0.2892540693283081) | > loss_disc_real_5: 0.23691342771053314 (0.23691342771053314) | > loss_0: 2.347233295440674 (2.347233295440674) | > loss_gen: 2.770326852798462 (2.770326852798462) | > loss_kl: 2.1288819313049316 (2.1288819313049316) | > loss_feat: 6.17648458480835 (6.17648458480835) | > loss_mel: 17.407819747924805 (17.407819747924805) | > loss_duration: 3.1138060092926025 (3.1138060092926025) | > loss_1: 31.597318649291992 (31.597318649291992)  --> STEP: 1 | > loss_disc: 2.3608875274658203 (2.3608875274658203) | > loss_disc_real_0: 0.07102470844984055 (0.07102470844984055) | > loss_disc_real_1: 0.18427090346813202 (0.18427090346813202) | > loss_disc_real_2: 0.220562145113945 (0.220562145113945) | > loss_disc_real_3: 0.27039051055908203 (0.27039051055908203) | > loss_disc_real_4: 0.24045301973819733 (0.24045301973819733) | > loss_disc_real_5: 0.30726975202560425 (0.30726975202560425) | > loss_0: 2.3608875274658203 (2.3608875274658203) | > loss_gen: 2.437774658203125 (2.437774658203125) | > loss_kl: 2.9204177856445312 (2.9204177856445312) | > loss_feat: 5.751424789428711 (5.751424789428711) | > loss_mel: 17.778501510620117 (17.778501510620117) | > loss_duration: 2.5312745571136475 (2.5312745571136475) | > loss_1: 31.41939353942871 (31.41939353942871)  --> STEP: 2 | > loss_disc: 2.494997024536133 (2.4279422760009766) | > loss_disc_real_0: 0.08395843952894211 (0.07749157398939133) | > loss_disc_real_1: 0.165161594748497 (0.17471624910831451) | > loss_disc_real_2: 0.18409787118434906 (0.20233000814914703) | > loss_disc_real_3: 0.26685887575149536 (0.2686246931552887) | > loss_disc_real_4: 0.31855207681655884 (0.2795025482773781) | > loss_disc_real_5: 0.27492555975914 (0.29109765589237213) | > loss_0: 2.494997024536133 (2.4279422760009766) | > loss_gen: 2.075543165206909 (2.256658911705017) | > loss_kl: 3.543246030807495 (3.231831908226013) | > loss_feat: 5.992214202880859 (5.871819496154785) | > loss_mel: 18.456777572631836 (18.117639541625977) | > loss_duration: 2.5946569442749023 (2.562965750694275) | > loss_1: 32.662437438964844 (32.04091548919678)  --> STEP: 3 | > loss_disc: 2.4282329082489014 (2.4280391534169516) | > loss_disc_real_0: 0.1176595687866211 (0.09088090558846791) | > loss_disc_real_1: 0.21063050627708435 (0.18668766816457114) | > loss_disc_real_2: 0.1665174812078476 (0.1903924991687139) | > loss_disc_real_3: 0.2680734395980835 (0.26844094196955365) | > loss_disc_real_4: 0.24894613027572632 (0.2693170756101608) | > loss_disc_real_5: 0.24466527998447418 (0.27562019725640613) | > loss_0: 2.4282329082489014 (2.4280391534169516) | > loss_gen: 2.090759754180908 (2.201359192530314) | > loss_kl: 3.072575807571411 (3.178746541341146) | > loss_feat: 4.906550407409668 (5.550063133239746) | > loss_mel: 17.09004020690918 (17.77510643005371) | > loss_duration: 2.2851994037628174 (2.470376968383789) | > loss_1: 29.445125579833984 (31.175652186075848)  --> STEP: 4 | > loss_disc: 2.3429315090179443 (2.4067622423171997) | > loss_disc_real_0: 0.12386690080165863 (0.0991274043917656) | > loss_disc_real_1: 0.23468567430973053 (0.19868716970086098) | > loss_disc_real_2: 0.24230937659740448 (0.20337171852588654) | > loss_disc_real_3: 0.20366235077381134 (0.25224629417061806) | > loss_disc_real_4: 0.22349555790424347 (0.2578616961836815) | > loss_disc_real_5: 0.2296321839094162 (0.26412319391965866) | > loss_0: 2.3429315090179443 (2.4067622423171997) | > loss_gen: 2.4374828338623047 (2.2603901028633118) | > loss_kl: 3.679001808166504 (3.3038103580474854) | > loss_feat: 6.983732223510742 (5.908480405807495) | > loss_mel: 18.06001091003418 (17.846332550048828) | > loss_duration: 2.286238670349121 (2.424342393875122) | > loss_1: 33.44646453857422 (31.74335527420044)  --> STEP: 5 | > loss_disc: 2.5893588066101074 (2.443281555175781) | > loss_disc_real_0: 0.13794401288032532 (0.10689072608947754) | > loss_disc_real_1: 0.24951277673244476 (0.20885229110717773) | > loss_disc_real_2: 0.21532902121543884 (0.20576317906379699) | > loss_disc_real_3: 0.25466910004615784 (0.25273085534572604) | > loss_disc_real_4: 0.22785496711730957 (0.2518603503704071) | > loss_disc_real_5: 0.2620621919631958 (0.2637109935283661) | > loss_0: 2.5893588066101074 (2.443281555175781) | > loss_gen: 2.1419222354888916 (2.2366965293884276) | > loss_kl: 2.5884780883789062 (3.1607439041137697) | > loss_feat: 5.726835250854492 (5.8721513748168945) | > loss_mel: 18.71877670288086 (18.020821380615235) | > loss_duration: 2.329331398010254 (2.4053401947021484) | > loss_1: 31.50534439086914 (31.69575309753418)  --> STEP: 6 | > loss_disc: 2.4288909435272217 (2.4408831199010215) | > loss_disc_real_0: 0.16227221488952637 (0.11612097422281902) | > loss_disc_real_1: 0.2577804625034332 (0.217006986339887) | > loss_disc_real_2: 0.2246820479631424 (0.20891632388035455) | > loss_disc_real_3: 0.23548968136310577 (0.24985732634862265) | > loss_disc_real_4: 0.19346438348293304 (0.24212768922249475) | > loss_disc_real_5: 0.19391880929470062 (0.25207896282275516) | > loss_0: 2.4288909435272217 (2.4408831199010215) | > loss_gen: 2.2401750087738037 (2.237276275952657) | > loss_kl: 2.7321128845214844 (3.0893054008483887) | > loss_feat: 5.06650972366333 (5.737877766291301) | > loss_mel: 18.287216186523438 (18.06522051493327) | > loss_duration: 2.244150161743164 (2.3784751892089844) | > loss_1: 30.57016372680664 (31.50815486907959)  --> STEP: 7 | > loss_disc: 2.224670171737671 (2.4099955558776855) | > loss_disc_real_0: 0.09389016032218933 (0.1129451436655862) | > loss_disc_real_1: 0.19867554306983948 (0.2143882087298802) | > loss_disc_real_2: 0.23802122473716736 (0.21307416685989924) | > loss_disc_real_3: 0.25411346554756165 (0.25046534623418537) | > loss_disc_real_4: 0.23388443887233734 (0.24095008202961513) | > loss_disc_real_5: 0.21832816302776337 (0.2472574199948992) | > loss_0: 2.224670171737671 (2.4099955558776855) | > loss_gen: 2.4522454738616943 (2.267986161368234) | > loss_kl: 4.388174533843994 (3.274858134133475) | > loss_feat: 6.492744445800781 (5.8457158633640836) | > loss_mel: 18.32660675048828 (18.102561405726842) | > loss_duration: 2.465085744857788 (2.390848125730242) | > loss_1: 34.124855041503906 (31.88196917942592)  --> STEP: 8 | > loss_disc: 2.543107271194458 (2.426634520292282) | > loss_disc_real_0: 0.18243008852005005 (0.12163076177239418) | > loss_disc_real_1: 0.21653202176094055 (0.21465618535876274) | > loss_disc_real_2: 0.24644456803798676 (0.2172454670071602) | > loss_disc_real_3: 0.2895563542842865 (0.255351722240448) | > loss_disc_real_4: 0.2708050012588501 (0.2446819469332695) | > loss_disc_real_5: 0.25206637382507324 (0.24785853922367096) | > loss_0: 2.543107271194458 (2.426634520292282) | > loss_gen: 2.2272753715515137 (2.262897312641144) | > loss_kl: 3.4415197372436523 (3.2956908345222473) | > loss_feat: 4.296209812164307 (5.652027606964111) | > loss_mel: 13.759746551513672 (17.559709548950195) | > loss_duration: 2.24935245513916 (2.373161166906357) | > loss_1: 25.974105834960938 (31.143486261367798)  --> STEP: 9 | > loss_disc: 2.546444892883301 (2.4399467839135065) | > loss_disc_real_0: 0.16757628321647644 (0.12673581971062553) | > loss_disc_real_1: 0.2298901528120041 (0.21634884840912288) | > loss_disc_real_2: 0.19602598249912262 (0.21488774650626713) | > loss_disc_real_3: 0.20751690864562988 (0.25003674295213485) | > loss_disc_real_4: 0.2928103506565094 (0.2500295473469628) | > loss_disc_real_5: 0.3839624524116516 (0.2629811962445577) | > loss_0: 2.546444892883301 (2.4399467839135065) | > loss_gen: 2.5638930797576904 (2.2963412867652044) | > loss_kl: 2.2075183391571045 (3.174782779481676) | > loss_feat: 12.18855094909668 (6.378307978312175) | > loss_mel: 19.368038177490234 (17.76063495212131) | > loss_duration: 2.1455001831054688 (2.3478655020395913) | > loss_1: 38.4734992980957 (31.957932154337566)  --> STEP: 10 | > loss_disc: 2.762807846069336 (2.4722328901290895) | > loss_disc_real_0: 0.17527183890342712 (0.1315894216299057) | > loss_disc_real_1: 0.24923664331436157 (0.21963762789964675) | > loss_disc_real_2: 0.28022822737693787 (0.2214217945933342) | > loss_disc_real_3: 0.3556046485900879 (0.2605935335159302) | > loss_disc_real_4: 0.3219587802886963 (0.2572224706411362) | > loss_disc_real_5: 0.4280036389827728 (0.2794834405183792) | > loss_0: 2.762807846069336 (2.4722328901290895) | > loss_gen: 2.46329402923584 (2.313036561012268) | > loss_kl: 3.301265239715576 (3.1874310255050657) | > loss_feat: 4.7368268966674805 (6.214159870147705) | > loss_mel: 18.063478469848633 (17.790919303894043) | > loss_duration: 2.3767433166503906 (2.3507532835006715) | > loss_1: 30.941608428955078 (31.856299781799315)  --> STEP: 11 | > loss_disc: 2.344578266143799 (2.4606279243122446) | > loss_disc_real_0: 0.12901857495307922 (0.13135570829564874) | > loss_disc_real_1: 0.1751973032951355 (0.21559759839014572) | > loss_disc_real_2: 0.1615181714296341 (0.21597601066936145) | > loss_disc_real_3: 0.22244645655155182 (0.2571256174282594) | > loss_disc_real_4: 0.25282207131385803 (0.2568224343386563) | > loss_disc_real_5: 0.2583325505256653 (0.2775606323372234) | > loss_0: 2.344578266143799 (2.4606279243122446) | > loss_gen: 2.2055208683013916 (2.303262407129461) | > loss_kl: 3.1355271339416504 (3.1827124899083916) | > loss_feat: 7.059147357940674 (6.2909769144925205) | > loss_mel: 17.537254333496094 (17.767858852039684) | > loss_duration: 2.5418033599853516 (2.368121472272006) | > loss_1: 32.47925567626953 (31.912932135842063)  --> STEP: 12 | > loss_disc: 2.3344311714172363 (2.450111528237661) | > loss_disc_real_0: 0.11233693361282349 (0.1297708104054133) | > loss_disc_real_1: 0.20239146053791046 (0.21449708690245947) | > loss_disc_real_2: 0.20969708263874054 (0.2154527666668097) | > loss_disc_real_3: 0.253316193819046 (0.25680816546082497) | > loss_disc_real_4: 0.21998891234397888 (0.2537529741724332) | > loss_disc_real_5: 0.24929890036582947 (0.2752054880062739) | > loss_0: 2.3344311714172363 (2.450111528237661) | > loss_gen: 2.256648063659668 (2.2993778785069785) | > loss_kl: 2.6014838218688965 (3.1342767675717673) | > loss_feat: 5.750935077667236 (6.245973428090413) | > loss_mel: 16.735246658325195 (17.68180783589681) | > loss_duration: 2.2759201526641846 (2.360438028971354) | > loss_1: 29.620235443115234 (31.721874078114826)  --> STEP: 13 | > loss_disc: 2.7133326530456543 (2.470359307069045) | > loss_disc_real_0: 0.10304980725049973 (0.12771534862426612) | > loss_disc_real_1: 0.27108457684516907 (0.21884997074420637) | > loss_disc_real_2: 0.23781877756118774 (0.21717322904330033) | > loss_disc_real_3: 0.36244168877601624 (0.26493382110045505) | > loss_disc_real_4: 0.2628965675830841 (0.25445632751171404) | > loss_disc_real_5: 0.3097360134124756 (0.27786168226828944) | > loss_0: 2.7133326530456543 (2.470359307069045) | > loss_gen: 2.19820499420166 (2.2915953489450307) | > loss_kl: 3.131145715713501 (3.1340359174288235) | > loss_feat: 4.731423377990723 (6.129469578082745) | > loss_mel: 15.038473129272461 (17.478474396925705) | > loss_duration: 2.2700157165527344 (2.3534824664776144) | > loss_1: 27.3692626953125 (31.387057817899265)  --> STEP: 14 | > loss_disc: 2.3014814853668213 (2.458296605518886) | > loss_disc_real_0: 0.19889362156391144 (0.1327995109770979) | > loss_disc_real_1: 0.23624993860721588 (0.22009282559156418) | > loss_disc_real_2: 0.23014062643051147 (0.2180994717138154) | > loss_disc_real_3: 0.23682019114494324 (0.2629257046750614) | > loss_disc_real_4: 0.23725520074367523 (0.25322767559971127) | > loss_disc_real_5: 0.2588772475719452 (0.2765056512185506) | > loss_0: 2.3014814853668213 (2.458296605518886) | > loss_gen: 2.595853567123413 (2.3133280788149153) | > loss_kl: 3.3615355491638184 (3.1502858911241804) | > loss_feat: 6.985682487487793 (6.190627643040249) | > loss_mel: 17.473861694335938 (17.478144918169296) | > loss_duration: 2.33876895904541 (2.352431501661028) | > loss_1: 32.75570297241211 (31.48481818607875)  --> STEP: 15 | > loss_disc: 2.4418325424194336 (2.4571990013122558) | > loss_disc_real_0: 0.18904325366020203 (0.1365490938226382) | > loss_disc_real_1: 0.24742436408996582 (0.22191492815812427) | > loss_disc_real_2: 0.19519853591918945 (0.21657274266084034) | > loss_disc_real_3: 0.2909948527812958 (0.264796981215477) | > loss_disc_real_4: 0.249922513961792 (0.2530073314905167) | > loss_disc_real_5: 0.25517818331718445 (0.27508382002512616) | > loss_0: 2.4418325424194336 (2.4571990013122558) | > loss_gen: 2.726888418197632 (2.3408987681070963) | > loss_kl: 3.3538830280303955 (3.1638590335845946) | > loss_feat: 6.762276649475098 (6.228737576802572) | > loss_mel: 19.48594856262207 (17.611998494466146) | > loss_duration: 2.3784446716308594 (2.35416571299235) | > loss_1: 34.70743942260742 (31.69965960184733)  --> STEP: 16 | > loss_disc: 2.586946964263916 (2.4653082489967346) | > loss_disc_real_0: 0.15119662880897522 (0.13746456475928426) | > loss_disc_real_1: 0.24653260409832 (0.22345353290438652) | > loss_disc_real_2: 0.27213647961616516 (0.22004547622054815) | > loss_disc_real_3: 0.2640717625617981 (0.26475165504962206) | > loss_disc_real_4: 0.23063191771507263 (0.2516088681295514) | > loss_disc_real_5: 0.354813814163208 (0.28006694465875626) | > loss_0: 2.586946964263916 (2.4653082489967346) | > loss_gen: 2.3799657821655273 (2.3433404564857483) | > loss_kl: 2.571836233139038 (3.1268576085567474) | > loss_feat: 8.755854606628418 (6.386682391166687) | > loss_mel: 15.09665298461914 (17.454789400100708) | > loss_duration: 2.400684118270874 (2.357073113322258) | > loss_1: 31.204994201660156 (31.668743014335632)  --> STEP: 17 | > loss_disc: 2.432130813598633 (2.4633566351497875) | > loss_disc_real_0: 0.09358959645032883 (0.13488368427052216) | > loss_disc_real_1: 0.25327250361442566 (0.22520759000497706) | > loss_disc_real_2: 0.22361475229263306 (0.22025543363655314) | > loss_disc_real_3: 0.3396967649459839 (0.2691601909258786) | > loss_disc_real_4: 0.2568732798099518 (0.2519185394048691) | > loss_disc_real_5: 0.28190091252326965 (0.2801748251213747) | > loss_0: 2.432130813598633 (2.4633566351497875) | > loss_gen: 2.5364513397216797 (2.354699920205509) | > loss_kl: 1.972272276878357 (3.0589408243403717) | > loss_feat: 7.163532257080078 (6.432379442102769) | > loss_mel: 16.594837188720703 (17.404203975901883) | > loss_duration: 2.4776644706726074 (2.364166722578161) | > loss_1: 30.7447566986084 (31.61439087811638)  --> STEP: 18 | > loss_disc: 2.1038196086883545 (2.44338235590193) | > loss_disc_real_0: 0.04056129232048988 (0.12964355138440928) | > loss_disc_real_1: 0.25466206669807434 (0.22684394982126024) | > loss_disc_real_2: 0.1949348896741867 (0.21884873674975502) | > loss_disc_real_3: 0.24151256680488586 (0.2676242118080457) | > loss_disc_real_4: 0.22505341470241547 (0.250426032476955) | > loss_disc_real_5: 0.1941339075565338 (0.2753947741455502) | > loss_0: 2.1038196086883545 (2.44338235590193) | > loss_gen: 2.7784407138824463 (2.3782410754097834) | > loss_kl: 2.517634630203247 (3.02886825799942) | > loss_feat: 8.927349090576172 (6.570988867017958) | > loss_mel: 17.049524307250977 (17.384499549865723) | > loss_duration: 2.2313945293426514 (2.3567904896206326) | > loss_1: 33.50434112548828 (31.71938811408149)  --> STEP: 19 | > loss_disc: 2.550612211227417 (2.449026032498008) | > loss_disc_real_0: 0.09401553869247437 (0.12776839282167585) | > loss_disc_real_1: 0.152096226811409 (0.22290985913653122) | > loss_disc_real_2: 0.2388797104358673 (0.21990299852270828) | > loss_disc_real_3: 0.2780638039112091 (0.26817366402400167) | > loss_disc_real_4: 0.2926744222640991 (0.25264963193943624) | > loss_disc_real_5: 0.29160377383232117 (0.27624787939222234) | > loss_0: 2.550612211227417 (2.449026032498008) | > loss_gen: 2.1027097702026367 (2.363739427767302) | > loss_kl: 2.083487033843994 (2.979111351464924) | > loss_feat: 5.380959510803223 (6.508355743006656) | > loss_mel: 17.70148468017578 (17.401182977776777) | > loss_duration: 2.3488688468933105 (2.356373561056037) | > loss_1: 29.617511749267578 (31.608763042249176)  --> STEP: 20 | > loss_disc: 2.443725109100342 (2.448760986328125) | > loss_disc_real_0: 0.13386914134025574 (0.12807343024760484) | > loss_disc_real_1: 0.2094726860523224 (0.22223800048232079) | > loss_disc_real_2: 0.23519541323184967 (0.22066761925816536) | > loss_disc_real_3: 0.27011048793792725 (0.268270505219698) | > loss_disc_real_4: 0.3207036554813385 (0.25605233311653136) | > loss_disc_real_5: 0.3196626603603363 (0.27841861844062804) | > loss_0: 2.443725109100342 (2.448760986328125) | > loss_gen: 2.515775442123413 (2.3713412284851074) | > loss_kl: 2.355283737182617 (2.947919970750809) | > loss_feat: 6.573314189910889 (6.511603665351868) | > loss_mel: 18.633434295654297 (17.462795543670655) | > loss_duration: 2.314452886581421 (2.354277527332306) | > loss_1: 32.39226150512695 (31.647937965393066)  --> STEP: 21 | > loss_disc: 2.256613254547119 (2.439611094338553) | > loss_disc_real_0: 0.04300780966877937 (0.12402268641051792) | > loss_disc_real_1: 0.2252088189125061 (0.22237946802661532) | > loss_disc_real_2: 0.17605659365653992 (0.218543284705707) | > loss_disc_real_3: 0.27032941579818726 (0.2683685485805784) | > loss_disc_real_4: 0.2676404118537903 (0.25660414638973417) | > loss_disc_real_5: 0.26038995385169983 (0.27756011060306) | > loss_0: 2.256613254547119 (2.439611094338553) | > loss_gen: 2.3738815784454346 (2.371462197530837) | > loss_kl: 2.1988112926483154 (2.912248128936404) | > loss_feat: 5.909789562225342 (6.482945850917271) | > loss_mel: 15.899547576904297 (17.388355164300826) | > loss_duration: 2.242945432662964 (2.3489759990147183) | > loss_1: 28.624975204467773 (31.503987357729958)  --> STEP: 22 | > loss_disc: 2.427306652069092 (2.439051801508123) | > loss_disc_real_0: 0.1007862538099289 (0.12296648492867296) | > loss_disc_real_1: 0.30801889300346375 (0.2262721691619266) | > loss_disc_real_2: 0.19916340708732605 (0.21766238117759878) | > loss_disc_real_3: 0.275477796792984 (0.26869169622659683) | > loss_disc_real_4: 0.2693321704864502 (0.2571826929395849) | > loss_disc_real_5: 0.25984621047973633 (0.2767549333247271) | > loss_0: 2.427306652069092 (2.439051801508123) | > loss_gen: 2.3713786602020264 (2.371458400379528) | > loss_kl: 2.355112075805664 (2.886923762885007) | > loss_feat: 6.108977794647217 (6.465947302904996) | > loss_mel: 17.36902618408203 (17.38747657429088) | > loss_duration: 2.2402069568634033 (2.344031951644204) | > loss_1: 30.4447021484375 (31.455838030034844)  --> STEP: 23 | > loss_disc: 2.1249685287475586 (2.4253960070402725) | > loss_disc_real_0: 0.11254692077636719 (0.12251346040031184) | > loss_disc_real_1: 0.19973541796207428 (0.2251183973706287) | > loss_disc_real_2: 0.15084204077720642 (0.21475714898627737) | > loss_disc_real_3: 0.22845672070980072 (0.266942349464997) | > loss_disc_real_4: 0.2021755874156952 (0.2547910796559375) | > loss_disc_real_5: 0.2911088764667511 (0.2773790178091629) | > loss_0: 2.1249685287475586 (2.4253960070402725) | > loss_gen: 2.5929043292999268 (2.381086484245632) | > loss_kl: 2.517298460006714 (2.8708530975424726) | > loss_feat: 9.447809219360352 (6.595593473185664) | > loss_mel: 17.85832405090332 (17.407948203708813) | > loss_duration: 2.2910404205322266 (2.34172797203064) | > loss_1: 34.707374572753906 (31.59720918406611)  --> STEP: 24 | > loss_disc: 2.545941114425659 (2.430418719847997) | > loss_disc_real_0: 0.1233743354678154 (0.12254933019479115) | > loss_disc_real_1: 0.21555902063846588 (0.22472009000678858) | > loss_disc_real_2: 0.24290582537651062 (0.2159300105025371) | > loss_disc_real_3: 0.3469945788383484 (0.27027785902221996) | > loss_disc_real_4: 0.26094549894332886 (0.25504751379291213) | > loss_disc_real_5: 0.30988162755966187 (0.27873329321543366) | > loss_0: 2.545941114425659 (2.430418719847997) | > loss_gen: 2.3750460147857666 (2.3808347980181375) | > loss_kl: 2.275110960006714 (2.8460305084784827) | > loss_feat: 5.714761734008789 (6.55889215071996) | > loss_mel: 16.490514755249023 (17.369721810022988) | > loss_duration: 2.3895621299743652 (2.343721061944962) | > loss_1: 29.244997024536133 (31.499200344085693)  --> STEP: 25 | > loss_disc: 2.304877281188965 (2.4253970623016357) | > loss_disc_real_0: 0.0941857397556305 (0.12141478657722474) | > loss_disc_real_1: 0.1568780541419983 (0.22200640857219697) | > loss_disc_real_2: 0.16097383201122284 (0.21373176336288452) | > loss_disc_real_3: 0.25903716683387756 (0.26982823133468625) | > loss_disc_real_4: 0.19677481055259705 (0.2527166056632995) | > loss_disc_real_5: 0.25744062662124634 (0.27788158655166617) | > loss_0: 2.304877281188965 (2.4253970623016357) | > loss_gen: 2.152111768722534 (2.3716858768463136) | > loss_kl: 2.8464548587799072 (2.8460474824905395) | > loss_feat: 5.879710674285889 (6.531724891662598) | > loss_mel: 16.363933563232422 (17.329490280151365) | > loss_duration: 2.368818521499634 (2.344724960327149) | > loss_1: 29.61102867126465 (31.42367347717285)  --> STEP: 26 | > loss_disc: 2.1385252475738525 (2.414363530965952) | > loss_disc_real_0: 0.12936708331108093 (0.12172064414391151) | > loss_disc_real_1: 0.13827720284461975 (0.21878605450575167) | > loss_disc_real_2: 0.18113937973976135 (0.21247821014661056) | > loss_disc_real_3: 0.21471494436264038 (0.2677084895280691) | > loss_disc_real_4: 0.2866297960281372 (0.2540209591388702) | > loss_disc_real_5: 0.32013261318206787 (0.27950662603745086) | > loss_0: 2.1385252475738525 (2.414363530965952) | > loss_gen: 2.87550950050354 (2.3910637085254374) | > loss_kl: 2.5545473098754883 (2.8348359373899608) | > loss_feat: 9.050647735595703 (6.628606539506179) | > loss_mel: 20.220577239990234 (17.44068593245286) | > loss_duration: 2.3123674392700195 (2.3434804402864904) | > loss_1: 37.013648986816406 (31.638672535236065) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024300538576566256 (-5.324070270244915e-05) | > avg_loss_disc: 2.414363530965952 (-0.04935562610626221) | > avg_loss_disc_real_0: 0.12172064414391151 (-0.0348998551758436) | > avg_loss_disc_real_1: 0.21878605450575167 (-0.01696225427664244) | > avg_loss_disc_real_2: 0.21247821014661056 (-0.014368112557209461) | > avg_loss_disc_real_3: 0.2677084895280691 (+0.013599296601918998) | > avg_loss_disc_real_4: 0.2540209591388702 (+0.009773265283841287) | > avg_loss_disc_real_5: 0.27950662603745086 (+0.03490925522950972) | > avg_loss_0: 2.414363530965952 (-0.04935562610626221) | > avg_loss_gen: 2.3910637085254374 (-0.04385181573721031) | > avg_loss_kl: 2.8348359373899608 (-0.17536119314340448) | > avg_loss_feat: 6.628606539506179 (-0.17564769891592125) | > avg_loss_mel: 17.44068593245286 (+0.2335357666015554) | > avg_loss_duration: 2.3434804402864904 (+0.004038324722877462) | > avg_loss_1: 31.638672535236065 (-0.15728671734149557)  > EPOCH: 700/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:08:17)   --> TIME: 2024-06-11 22:08:27 -- STEP: 24/330 -- GLOBAL_STEP: 319025 | > loss_disc: 2.3758339881896973 (2.334299216667811) | > loss_disc_real_0: 0.13176089525222778 (0.11199293161431949) | > loss_disc_real_1: 0.197740375995636 (0.1955202923466762) | > loss_disc_real_2: 0.21399930119514465 (0.2125992253422737) | > loss_disc_real_3: 0.25796520709991455 (0.22827370713154474) | > loss_disc_real_4: 0.21604733169078827 (0.2269685889283816) | > loss_disc_real_5: 0.1979455053806305 (0.22155189452071986) | > loss_0: 2.3758339881896973 (2.334299216667811) | > grad_norm_0: tensor(10.0188, device='cuda:0') (tensor(10.1684, device='cuda:0')) | > loss_gen: 2.4013915061950684 (2.4784109691778813) | > loss_kl: 2.0229644775390625 (1.8727826327085495) | > loss_feat: 6.938024520874023 (6.887705107529958) | > loss_mel: 16.78676986694336 (17.58155596256256) | > loss_duration: 1.954378604888916 (2.0358901967604957) | > loss_1: 30.10352897644043 (30.85634509722392) | > grad_norm_1: tensor(82.9812, device='cuda:0') (tensor(109.5845, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.362 (0.357746422290802) | > loader_time: 0.0029 (0.0031421581904093423)  --> TIME: 2024-06-11 22:08:36 -- STEP: 49/330 -- GLOBAL_STEP: 319050 | > loss_disc: 2.339977741241455 (2.344978293594049) | > loss_disc_real_0: 0.12821225821971893 (0.10962871477311971) | > loss_disc_real_1: 0.19823318719863892 (0.1946072630128082) | > loss_disc_real_2: 0.18925581872463226 (0.209030487707683) | > loss_disc_real_3: 0.20243452489376068 (0.22688233517870612) | > loss_disc_real_4: 0.23486176133155823 (0.23070220041031742) | > loss_disc_real_5: 0.22600561380386353 (0.22172088890659566) | > loss_0: 2.339977741241455 (2.344978293594049) | > grad_norm_0: tensor(5.5901, device='cuda:0') (tensor(11.8969, device='cuda:0')) | > loss_gen: 2.482374668121338 (2.485076510176366) | > loss_kl: 1.8889011144638062 (1.8887141480737804) | > loss_feat: 6.987289905548096 (6.94435437844724) | > loss_mel: 17.48996925354004 (17.511840216967528) | > loss_duration: 1.9443621635437012 (2.0045459489433126) | > loss_1: 30.792898178100586 (30.834531355877314) | > grad_norm_1: tensor(130.2724, device='cuda:0') (tensor(128.2100, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.381 (0.35864900569526514) | > loader_time: 0.0034 (0.0032717597727872885)  --> TIME: 2024-06-11 22:08:46 -- STEP: 74/330 -- GLOBAL_STEP: 319075 | > loss_disc: 2.381854295730591 (2.3454074021932243) | > loss_disc_real_0: 0.10091462731361389 (0.1105744019150734) | > loss_disc_real_1: 0.20814649760723114 (0.19604470459996043) | > loss_disc_real_2: 0.21975328028202057 (0.20949148769314224) | > loss_disc_real_3: 0.24427130818367004 (0.22763965540641062) | > loss_disc_real_4: 0.22890160977840424 (0.23065486691288045) | > loss_disc_real_5: 0.2184148132801056 (0.22214567339098132) | > loss_0: 2.381854295730591 (2.3454074021932243) | > grad_norm_0: tensor(20.5138, device='cuda:0') (tensor(11.3940, device='cuda:0')) | > loss_gen: 2.3660831451416016 (2.4825847245551436) | > loss_kl: 1.9587218761444092 (1.9205182323584686) | > loss_feat: 7.385037899017334 (7.002374533060435) | > loss_mel: 17.576366424560547 (17.529915358569177) | > loss_duration: 1.9109539985656738 (1.9934145212173462) | > loss_1: 31.197162628173828 (30.928807542130755) | > grad_norm_1: tensor(85.5613, device='cuda:0') (tensor(122.2848, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.3655 (0.36464363819844015) | > loader_time: 0.0035 (0.003388575605444006)  --> TIME: 2024-06-11 22:08:55 -- STEP: 99/330 -- GLOBAL_STEP: 319100 | > loss_disc: 2.245537281036377 (2.3487619125481807) | > loss_disc_real_0: 0.14284417033195496 (0.11182401645364183) | > loss_disc_real_1: 0.19998028874397278 (0.1958844815239762) | > loss_disc_real_2: 0.2193697839975357 (0.20990158376669643) | > loss_disc_real_3: 0.22429198026657104 (0.22782730032699278) | > loss_disc_real_4: 0.22214145958423615 (0.2307238523105178) | > loss_disc_real_5: 0.20224584639072418 (0.22266571554872724) | > loss_0: 2.245537281036377 (2.3487619125481807) | > grad_norm_0: tensor(4.3358, device='cuda:0') (tensor(10.5648, device='cuda:0')) | > loss_gen: 2.5875024795532227 (2.4765100695870137) | > loss_kl: 1.7286338806152344 (1.930400145174277) | > loss_feat: 7.191374778747559 (6.990281336235277) | > loss_mel: 17.74681854248047 (17.482597591901072) | > loss_duration: 2.006033420562744 (1.9939096648283678) | > loss_1: 31.26036262512207 (30.873698995570944) | > grad_norm_1: tensor(64.1487, device='cuda:0') (tensor(109.1918, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.3702 (0.36516214862014307) | > loader_time: 0.0041 (0.0034955631602894177)  --> TIME: 2024-06-11 22:09:05 -- STEP: 124/330 -- GLOBAL_STEP: 319125 | > loss_disc: 2.4561924934387207 (2.358213409300773) | > loss_disc_real_0: 0.13834872841835022 (0.11382756238022158) | > loss_disc_real_1: 0.2080206423997879 (0.19640661968338874) | > loss_disc_real_2: 0.2237103134393692 (0.21050568201368855) | > loss_disc_real_3: 0.19822166860103607 (0.22850747682875203) | > loss_disc_real_4: 0.2004850208759308 (0.2306672774495617) | > loss_disc_real_5: 0.20745067298412323 (0.2231085070919606) | > loss_0: 2.4561924934387207 (2.358213409300773) | > grad_norm_0: tensor(8.9078, device='cuda:0') (tensor(10.4104, device='cuda:0')) | > loss_gen: 2.2276880741119385 (2.4724241821996626) | > loss_kl: 2.2019095420837402 (1.944220087220592) | > loss_feat: 7.069855690002441 (6.995582084501943) | > loss_mel: 17.8903751373291 (17.49627269468) | > loss_duration: 2.002904176712036 (1.9973216797074964) | > loss_1: 31.392732620239258 (30.905820877321304) | > grad_norm_1: tensor(101.4262, device='cuda:0') (tensor(110.5166, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.3653 (0.3655137400473318) | > loader_time: 0.0037 (0.0035885091750852524)  --> TIME: 2024-06-11 22:09:14 -- STEP: 149/330 -- GLOBAL_STEP: 319150 | > loss_disc: 2.373499631881714 (2.3644158616161985) | > loss_disc_real_0: 0.11770156025886536 (0.11583843627232034) | > loss_disc_real_1: 0.1313970685005188 (0.1966405330888377) | > loss_disc_real_2: 0.22751055657863617 (0.21039299046833237) | > loss_disc_real_3: 0.2539491653442383 (0.22930922334226186) | > loss_disc_real_4: 0.2266780436038971 (0.2315439475862772) | > loss_disc_real_5: 0.22423939406871796 (0.22284556115233659) | > loss_0: 2.373499631881714 (2.3644158616161985) | > grad_norm_0: tensor(36.2206, device='cuda:0') (tensor(11.7210, device='cuda:0')) | > loss_gen: 2.500943660736084 (2.47027439879091) | > loss_kl: 2.066192150115967 (1.959166472390194) | > loss_feat: 6.231515884399414 (6.965438948381667) | > loss_mel: 18.18608856201172 (17.479989986291663) | > loss_duration: 2.040008783340454 (2.0015815672458412) | > loss_1: 31.024749755859375 (30.87645153071256) | > grad_norm_1: tensor(83.6949, device='cuda:0') (tensor(126.1265, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.3933 (0.3671515195961767) | > loader_time: 0.0042 (0.003663138255176928)  --> TIME: 2024-06-11 22:09:25 -- STEP: 174/330 -- GLOBAL_STEP: 319175 | > loss_disc: 2.378972291946411 (2.3720620528034773) | > loss_disc_real_0: 0.13922728598117828 (0.1174123872114324) | > loss_disc_real_1: 0.21889682114124298 (0.19755787599360805) | > loss_disc_real_2: 0.20458745956420898 (0.211910691925849) | > loss_disc_real_3: 0.22354795038700104 (0.2296235439763672) | > loss_disc_real_4: 0.22286072373390198 (0.23139410465955734) | > loss_disc_real_5: 0.23884737491607666 (0.22313677099929458) | > loss_0: 2.378972291946411 (2.3720620528034773) | > grad_norm_0: tensor(8.2526, device='cuda:0') (tensor(13.9641, device='cuda:0')) | > loss_gen: 2.4559216499328613 (2.4696810218109473) | > loss_kl: 1.888873815536499 (1.9635175966668403) | > loss_feat: 6.565781593322754 (6.928445988687976) | > loss_mel: 17.300220489501953 (17.4564774447474) | > loss_duration: 2.1167712211608887 (2.0072340711779972) | > loss_1: 30.32756805419922 (30.825356253262225) | > grad_norm_1: tensor(354.4396, device='cuda:0') (tensor(154.7923, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.401 (0.37190308379030773) | > loader_time: 0.0045 (0.0037835658281698994)  --> TIME: 2024-06-11 22:09:35 -- STEP: 199/330 -- GLOBAL_STEP: 319200 | > loss_disc: 2.408224105834961 (2.376061213076414) | > loss_disc_real_0: 0.18748915195465088 (0.11969498657251722) | > loss_disc_real_1: 0.21420913934707642 (0.1985321697128478) | > loss_disc_real_2: 0.2010774463415146 (0.2121133719706655) | > loss_disc_real_3: 0.23652967810630798 (0.22918550857347458) | > loss_disc_real_4: 0.2068222612142563 (0.23098615702971742) | > loss_disc_real_5: 0.23219211399555206 (0.22245924496770503) | > loss_0: 2.408224105834961 (2.376061213076414) | > grad_norm_0: tensor(25.0246, device='cuda:0') (tensor(16.9578, device='cuda:0')) | > loss_gen: 2.4109158515930176 (2.475514010568358) | > loss_kl: 1.7855244874954224 (1.9723518907125273) | > loss_feat: 6.3671159744262695 (6.921912459272835) | > loss_mel: 17.38121795654297 (17.41842287149861) | > loss_duration: 2.141232490539551 (2.0160123349434156) | > loss_1: 30.08600616455078 (30.804213682011742) | > grad_norm_1: tensor(238.3899, device='cuda:0') (tensor(185.0626, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.4063 (0.3764400721794397) | > loader_time: 0.0047 (0.003909532748275066)  --> TIME: 2024-06-11 22:09:45 -- STEP: 224/330 -- GLOBAL_STEP: 319225 | > loss_disc: 2.2835893630981445 (2.377882154924529) | > loss_disc_real_0: 0.16584865748882294 (0.12126107327640057) | > loss_disc_real_1: 0.17883506417274475 (0.19838899493749654) | > loss_disc_real_2: 0.15236832201480865 (0.21218291503776393) | > loss_disc_real_3: 0.21999283134937286 (0.2297941313258239) | > loss_disc_real_4: 0.21991345286369324 (0.23077372654474207) | > loss_disc_real_5: 0.22242923080921173 (0.22247377709884728) | > loss_0: 2.2835893630981445 (2.377882154924529) | > grad_norm_0: tensor(49.0862, device='cuda:0') (tensor(20.2961, device='cuda:0')) | > loss_gen: 2.453662633895874 (2.478202798536844) | > loss_kl: 1.9849046468734741 (1.9791060164570808) | > loss_feat: 7.527401447296143 (6.938767509801047) | > loss_mel: 17.492713928222656 (17.39220580884388) | > loss_duration: 2.138277053833008 (2.0236357051346965) | > loss_1: 31.596960067749023 (30.81191795212882) | > grad_norm_1: tensor(548.8832, device='cuda:0') (tensor(213.4936, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.4051 (0.38022233120032717) | > loader_time: 0.005 (0.004036523401737211)  --> TIME: 2024-06-11 22:09:56 -- STEP: 249/330 -- GLOBAL_STEP: 319250 | > loss_disc: 2.2668280601501465 (2.3774466840138877) | > loss_disc_real_0: 0.0866956114768982 (0.12073305111572924) | > loss_disc_real_1: 0.19103054702281952 (0.19820260678429202) | > loss_disc_real_2: 0.20307713747024536 (0.21254669865929934) | > loss_disc_real_3: 0.22247342765331268 (0.2296464497664846) | > loss_disc_real_4: 0.23764529824256897 (0.2306754535819632) | > loss_disc_real_5: 0.2622484862804413 (0.222627542703506) | > loss_0: 2.2668280601501465 (2.3774466840138877) | > grad_norm_0: tensor(7.5497, device='cuda:0') (tensor(20.5934, device='cuda:0')) | > loss_gen: 2.5693435668945312 (2.4766438007354723) | > loss_kl: 2.2227587699890137 (1.983396110285717) | > loss_feat: 6.8843607902526855 (6.939619929914972) | > loss_mel: 16.831274032592773 (17.356730909232624) | > loss_duration: 2.0996408462524414 (2.0319577158694266) | > loss_1: 30.607376098632812 (30.788348569448694) | > grad_norm_1: tensor(273.7885, device='cuda:0') (tensor(226.5462, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.4085 (0.38406861163526174) | > loader_time: 0.0053 (0.004155181976686039)  --> TIME: 2024-06-11 22:10:07 -- STEP: 274/330 -- GLOBAL_STEP: 319275 | > loss_disc: 2.415015697479248 (2.376930758030745) | > loss_disc_real_0: 0.13106802105903625 (0.12161049749838175) | > loss_disc_real_1: 0.1716507077217102 (0.19798604273883094) | > loss_disc_real_2: 0.22123412787914276 (0.21224460348378127) | > loss_disc_real_3: 0.25409623980522156 (0.230004221200943) | > loss_disc_real_4: 0.2655143439769745 (0.23110503779493108) | > loss_disc_real_5: 0.25551098585128784 (0.22278765262695996) | > loss_0: 2.415015697479248 (2.376930758030745) | > grad_norm_0: tensor(36.3963, device='cuda:0') (tensor(21.1024, device='cuda:0')) | > loss_gen: 2.4353721141815186 (2.4741862298798383) | > loss_kl: 2.115211009979248 (1.9890047568474374) | > loss_feat: 6.548311233520508 (6.944473602475912) | > loss_mel: 15.704655647277832 (17.30551703654936) | > loss_duration: 2.1381468772888184 (2.040735988286288) | > loss_1: 28.94169807434082 (30.753917721936304) | > grad_norm_1: tensor(553.5983, device='cuda:0') (tensor(236.1797, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.4569 (0.3888816311411614) | > loader_time: 0.0057 (0.0042830888372268104)  --> TIME: 2024-06-11 22:10:19 -- STEP: 299/330 -- GLOBAL_STEP: 319300 | > loss_disc: 2.4437477588653564 (2.380156905356058) | > loss_disc_real_0: 0.0782899335026741 (0.12258865773976846) | > loss_disc_real_1: 0.1742715835571289 (0.19864198171773478) | > loss_disc_real_2: 0.21475251019001007 (0.21264825895877176) | > loss_disc_real_3: 0.2308642864227295 (0.22989056675529798) | > loss_disc_real_4: 0.22457659244537354 (0.23096167064430723) | > loss_disc_real_5: 0.21575741469860077 (0.22260765850942668) | > loss_0: 2.4437477588653564 (2.380156905356058) | > grad_norm_0: tensor(29.2591, device='cuda:0') (tensor(23.0498, device='cuda:0')) | > loss_gen: 2.3517465591430664 (2.471622766858359) | > loss_kl: 2.0990042686462402 (1.995136051273665) | > loss_feat: 6.978845596313477 (6.947209052018898) | > loss_mel: 17.215951919555664 (17.251392632423837) | > loss_duration: 2.214137077331543 (2.051402294914857) | > loss_1: 30.85968780517578 (30.716762893574693) | > grad_norm_1: tensor(416.1147, device='cuda:0') (tensor(254.4808, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.4814 (0.3952394321212004) | > loader_time: 0.0068 (0.004434513009112813)  --> TIME: 2024-06-11 22:10:33 -- STEP: 324/330 -- GLOBAL_STEP: 319325 | > loss_disc: 2.412771701812744 (2.3842696628452815) | > loss_disc_real_0: 0.08888906240463257 (0.12419081774804695) | > loss_disc_real_1: 0.19688235223293304 (0.19852106779077897) | > loss_disc_real_2: 0.15032027661800385 (0.2126437681324687) | > loss_disc_real_3: 0.23112407326698303 (0.22987879260822577) | > loss_disc_real_4: 0.16792269051074982 (0.2311608817566324) | > loss_disc_real_5: 0.189549520611763 (0.2228755188393004) | > loss_0: 2.412771701812744 (2.3842696628452815) | > grad_norm_0: tensor(27.1730, device='cuda:0') (tensor(24.8789, device='cuda:0')) | > loss_gen: 2.4635074138641357 (2.472879793173) | > loss_kl: 2.2083230018615723 (2.0045939257115495) | > loss_feat: 9.954422950744629 (6.997876580850579) | > loss_mel: 18.1984806060791 (17.205479774946063) | > loss_duration: 2.2629027366638184 (2.0660822056693777) | > loss_1: 35.0876350402832 (30.746912349889307) | > grad_norm_1: tensor(534.1312, device='cuda:0') (tensor(270.8533, device='cuda:0')) | > current_lr_0: 0.00018324277213500285 | > current_lr_1: 0.00018324277213500285 | > step_time: 0.6078 (0.40751505707517083) | > loader_time: 0.0089 (0.004679634247297123)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7553915977478027 (2.7553915977478027) | > loss_disc_real_0: 0.20135703682899475 (0.20135703682899475) | > loss_disc_real_1: 0.25084319710731506 (0.25084319710731506) | > loss_disc_real_2: 0.31221067905426025 (0.31221067905426025) | > loss_disc_real_3: 0.30084970593452454 (0.30084970593452454) | > loss_disc_real_4: 0.2951088547706604 (0.2951088547706604) | > loss_disc_real_5: 0.27861976623535156 (0.27861976623535156) | > loss_0: 2.7553915977478027 (2.7553915977478027) | > loss_gen: 2.2169055938720703 (2.2169055938720703) | > loss_kl: 1.6646437644958496 (1.6646437644958496) | > loss_feat: 5.063213348388672 (5.063213348388672) | > loss_mel: 14.512691497802734 (14.512691497802734) | > loss_duration: 2.957822322845459 (2.957822322845459) | > loss_1: 26.4152774810791 (26.4152774810791)  --> STEP: 1 | > loss_disc: 2.3251261711120605 (2.3251261711120605) | > loss_disc_real_0: 0.08512639999389648 (0.08512639999389648) | > loss_disc_real_1: 0.2459321916103363 (0.2459321916103363) | > loss_disc_real_2: 0.27135923504829407 (0.27135923504829407) | > loss_disc_real_3: 0.22905834019184113 (0.22905834019184113) | > loss_disc_real_4: 0.2622636556625366 (0.2622636556625366) | > loss_disc_real_5: 0.2521597445011139 (0.2521597445011139) | > loss_0: 2.3251261711120605 (2.3251261711120605) | > loss_gen: 2.4091684818267822 (2.4091684818267822) | > loss_kl: 3.6537532806396484 (3.6537532806396484) | > loss_feat: 5.976772785186768 (5.976772785186768) | > loss_mel: 16.9866886138916 (16.9866886138916) | > loss_duration: 2.416505813598633 (2.416505813598633) | > loss_1: 31.442888259887695 (31.442888259887695)  --> STEP: 2 | > loss_disc: 2.415675640106201 (2.370400905609131) | > loss_disc_real_0: 0.0744931623339653 (0.07980978116393089) | > loss_disc_real_1: 0.13643018901348114 (0.19118119031190872) | > loss_disc_real_2: 0.2203453779220581 (0.2458523064851761) | > loss_disc_real_3: 0.3057970404624939 (0.2674276903271675) | > loss_disc_real_4: 0.29162412881851196 (0.2769438922405243) | > loss_disc_real_5: 0.2960262596607208 (0.27409300208091736) | > loss_0: 2.415675640106201 (2.370400905609131) | > loss_gen: 2.309196710586548 (2.359182596206665) | > loss_kl: 3.225869655609131 (3.4398114681243896) | > loss_feat: 5.900001525878906 (5.938387155532837) | > loss_mel: 18.598827362060547 (17.792757987976074) | > loss_duration: 2.5254273414611816 (2.4709665775299072) | > loss_1: 32.559322357177734 (32.001105308532715)  --> STEP: 3 | > loss_disc: 2.249072790145874 (2.329958200454712) | > loss_disc_real_0: 0.09951607137918472 (0.0863785445690155) | > loss_disc_real_1: 0.14496567845344543 (0.17577601969242096) | > loss_disc_real_2: 0.15936417877674103 (0.2170229305823644) | > loss_disc_real_3: 0.234308123588562 (0.2563878347476323) | > loss_disc_real_4: 0.23952148854732513 (0.2644697576761246) | > loss_disc_real_5: 0.2209589034318924 (0.2563816358645757) | > loss_0: 2.249072790145874 (2.329958200454712) | > loss_gen: 2.3517327308654785 (2.356699307759603) | > loss_kl: 3.5815649032592773 (3.487062613169352) | > loss_feat: 5.891497611999512 (5.9227573076883955) | > loss_mel: 16.98096466064453 (17.522160212198894) | > loss_duration: 2.281667709350586 (2.407866954803467) | > loss_1: 31.087427139282227 (31.69654591878255)  --> STEP: 4 | > loss_disc: 2.554279327392578 (2.3860384821891785) | > loss_disc_real_0: 0.09633487462997437 (0.08886762708425522) | > loss_disc_real_1: 0.2235805243253708 (0.18772714585065842) | > loss_disc_real_2: 0.2175658643245697 (0.21715866401791573) | > loss_disc_real_3: 0.24543650448322296 (0.25365000218153) | > loss_disc_real_4: 0.2596372365951538 (0.2632616274058819) | > loss_disc_real_5: 0.20909704267978668 (0.24456048756837845) | > loss_0: 2.554279327392578 (2.3860384821891785) | > loss_gen: 2.0738582611083984 (2.2859890460968018) | > loss_kl: 4.020347595214844 (3.620383858680725) | > loss_feat: 4.990323543548584 (5.689648866653442) | > loss_mel: 18.122480392456055 (17.672240257263184) | > loss_duration: 2.399735450744629 (2.4058340787887573) | > loss_1: 31.606746673583984 (31.67409610748291)  --> STEP: 5 | > loss_disc: 2.0528697967529297 (2.3194047451019286) | > loss_disc_real_0: 0.10715270042419434 (0.09252464175224304) | > loss_disc_real_1: 0.16531437635421753 (0.18324459195137024) | > loss_disc_real_2: 0.2093030959367752 (0.21558755040168762) | > loss_disc_real_3: 0.2430889755487442 (0.25153779685497285) | > loss_disc_real_4: 0.25384777784347534 (0.26137885749340056) | > loss_disc_real_5: 0.19414831697940826 (0.23447805345058442) | > loss_0: 2.0528697967529297 (2.3194047451019286) | > loss_gen: 2.697953224182129 (2.368381881713867) | > loss_kl: 2.59061336517334 (3.414429759979248) | > loss_feat: 6.577644348144531 (5.8672479629516605) | > loss_mel: 19.265790939331055 (17.99095039367676) | > loss_duration: 2.3253486156463623 (2.3897369861602784) | > loss_1: 33.45734786987305 (32.03074645996094)  --> STEP: 6 | > loss_disc: 2.370973587036133 (2.327999552090963) | > loss_disc_real_0: 0.05924869328737259 (0.0869786503414313) | > loss_disc_real_1: 0.21172770857810974 (0.1879917780558268) | > loss_disc_real_2: 0.25369739532470703 (0.22193919122219086) | > loss_disc_real_3: 0.28406551480293274 (0.25695908317963284) | > loss_disc_real_4: 0.27218860387802124 (0.26318048189083737) | > loss_disc_real_5: 0.29558002948760986 (0.244661716123422) | > loss_0: 2.370973587036133 (2.327999552090963) | > loss_gen: 2.346144437789917 (2.3646756410598755) | > loss_kl: 2.7750203609466553 (3.3078615268071494) | > loss_feat: 6.285397529602051 (5.936939557393392) | > loss_mel: 17.339385986328125 (17.88235632578532) | > loss_duration: 2.2095136642456055 (2.359699765841166) | > loss_1: 30.955459594726562 (31.851531982421875)  --> STEP: 7 | > loss_disc: 2.630706310272217 (2.3712433746882846) | > loss_disc_real_0: 0.08909618854522705 (0.08728115579911641) | > loss_disc_real_1: 0.19355367124080658 (0.18878633422510965) | > loss_disc_real_2: 0.2208428680896759 (0.22178257363183157) | > loss_disc_real_3: 0.3422250747680664 (0.2691399391208376) | > loss_disc_real_4: 0.31820592284202576 (0.27104125916957855) | > loss_disc_real_5: 0.35778287053108215 (0.260821881038802) | > loss_0: 2.630706310272217 (2.3712433746882846) | > loss_gen: 2.424158811569214 (2.373173236846924) | > loss_kl: 4.4012675285339355 (3.46406238419669) | > loss_feat: 7.058818340301514 (6.097207954951695) | > loss_mel: 17.819538116455078 (17.873382295880997) | > loss_duration: 2.5745480060577393 (2.390392371586391) | > loss_1: 34.2783317565918 (32.19821766444615)  --> STEP: 8 | > loss_disc: 2.0881385803222656 (2.3358552753925323) | > loss_disc_real_0: 0.154709592461586 (0.0957097103819251) | > loss_disc_real_1: 0.16542647778987885 (0.1858663521707058) | > loss_disc_real_2: 0.19154609739780426 (0.21800301410257816) | > loss_disc_real_3: 0.17341141402721405 (0.2571738734841347) | > loss_disc_real_4: 0.18424098193645477 (0.2601912245154381) | > loss_disc_real_5: 0.17054307460784912 (0.2495370302349329) | > loss_0: 2.0881385803222656 (2.3358552753925323) | > loss_gen: 2.6290807723999023 (2.405161678791046) | > loss_kl: 2.8873579502105713 (3.3919743299484253) | > loss_feat: 8.957077026367188 (6.454691588878632) | > loss_mel: 18.604463577270508 (17.964767456054688) | > loss_duration: 2.2784292697906494 (2.376396983861923) | > loss_1: 35.35641098022461 (32.59299182891846)  --> STEP: 9 | > loss_disc: 2.304727077484131 (2.3323965867360434) | > loss_disc_real_0: 0.08594894409179688 (0.09462518079413308) | > loss_disc_real_1: 0.11598789691925049 (0.17810207936498854) | > loss_disc_real_2: 0.22356273233890533 (0.21862076057328117) | > loss_disc_real_3: 0.26494061946868896 (0.25803684526019627) | > loss_disc_real_4: 0.25938698649406433 (0.26010186473528546) | > loss_disc_real_5: 0.24222306907176971 (0.24872436788347033) | > loss_0: 2.304727077484131 (2.3323965867360434) | > loss_gen: 2.317852020263672 (2.395460605621338) | > loss_kl: 1.8586320877075195 (3.2216029696994357) | > loss_feat: 7.652295112609863 (6.587758647070991) | > loss_mel: 20.270572662353516 (18.220968034532333) | > loss_duration: 2.117147922515869 (2.3475915326012506) | > loss_1: 34.21649932861328 (32.77338155110677)  --> STEP: 10 | > loss_disc: 2.563793659210205 (2.3555362939834597) | > loss_disc_real_0: 0.10911857336759567 (0.09607452005147935) | > loss_disc_real_1: 0.2352420687675476 (0.18381607830524443) | > loss_disc_real_2: 0.33489108085632324 (0.2302477926015854) | > loss_disc_real_3: 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(6.598974307378133) | > loss_mel: 16.879249572753906 (17.925718386967976) | > loss_duration: 2.281653881072998 (2.3603177269299827) | > loss_1: 30.419660568237305 (32.486804485321045)  --> STEP: 13 | > loss_disc: 2.5481505393981934 (2.373386162977952) | > loss_disc_real_0: 0.08771629631519318 (0.09944121940777852) | > loss_disc_real_1: 0.21348288655281067 (0.18555035384801719) | > loss_disc_real_2: 0.20032784342765808 (0.22757210639806894) | > loss_disc_real_3: 0.33076441287994385 (0.2705397686133018) | > loss_disc_real_4: 0.30862516164779663 (0.2627559258387639) | > loss_disc_real_5: 0.2727269232273102 (0.25470137825379) | > loss_0: 2.5481505393981934 (2.373386162977952) | > loss_gen: 2.293572187423706 (2.4072991151076093) | > loss_kl: 2.589683771133423 (3.1392230620751014) | > loss_feat: 5.6209940910339355 (6.523745059967041) | > loss_mel: 17.15823745727539 (17.86668139237624) | > loss_duration: 2.2229015827178955 (2.3497472542982836) | > loss_1: 29.88538932800293 (32.286695627065804)  --> STEP: 14 | > loss_disc: 2.459402561187744 (2.379530191421509) | > loss_disc_real_0: 0.14780953526496887 (0.10289609911186355) | > loss_disc_real_1: 0.18985199928283691 (0.18585761423621858) | > loss_disc_real_2: 0.2384694516658783 (0.22835048820291245) | > loss_disc_real_3: 0.2762528955936432 (0.2709478491118976) | > loss_disc_real_4: 0.2943135201931 (0.26501003972121645) | > loss_disc_real_5: 0.23806177079677582 (0.2535128348640033) | > loss_0: 2.459402561187744 (2.379530191421509) | > loss_gen: 2.4305639266967773 (2.4089608873639787) | > loss_kl: 3.511101722717285 (3.1657858235495433) | > loss_feat: 6.746415138244629 (6.539650065558297) | > loss_mel: 18.794492721557617 (17.93295363017491) | > loss_duration: 2.388702392578125 (2.352529764175415) | > loss_1: 33.87127685546875 (32.39988000052316)  --> STEP: 15 | > loss_disc: 2.300564765930176 (2.3742658297220864) | > loss_disc_real_0: 0.1020296961069107 (0.10283833891153335) | > loss_disc_real_1: 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loss_gen: 2.4420559406280518 (2.3792321120991424) | > loss_kl: 2.9570279121398926 (3.1401579239789177) | > loss_feat: 7.87864351272583 (6.677718050339642) | > loss_mel: 17.060407638549805 (17.917272287256576) | > loss_duration: 2.477250099182129 (2.3627203352311077) | > loss_1: 32.81538772583008 (32.47710070890539)  --> STEP: 18 | > loss_disc: 2.568009853363037 (2.4222551186879477) | > loss_disc_real_0: 0.13160958886146545 (0.10342004191544321) | > loss_disc_real_1: 0.22263377904891968 (0.1966669402188725) | > loss_disc_real_2: 0.21252593398094177 (0.23234931959046257) | > loss_disc_real_3: 0.3019493818283081 (0.26659472700622344) | > loss_disc_real_4: 0.25307247042655945 (0.26724936564763385) | > loss_disc_real_5: 0.24331948161125183 (0.25586734712123865) | > loss_0: 2.568009853363037 (2.4222551186879477) | > loss_gen: 2.1223459243774414 (2.3649606572257147) | > loss_kl: 3.1444010734558105 (3.1403936545054116) | > loss_feat: 5.054589748382568 (6.587544255786472) | > loss_mel: 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(0.2661821401932023) | > loss_disc_real_5: 0.24233883619308472 (0.2550335316495462) | > loss_0: 2.544771671295166 (2.440988302230835) | > loss_gen: 2.0828683376312256 (2.338323463093151) | > loss_kl: 2.150853395462036 (2.9909174008802935) | > loss_feat: 7.114691257476807 (6.50000786781311) | > loss_mel: 18.43295669555664 (17.57379761609164) | > loss_duration: 2.1928820610046387 (2.3362209796905518) | > loss_1: 31.974252700805664 (31.73926760933616)  --> STEP: 23 | > loss_disc: 2.5249135494232178 (2.444637226021808) | > loss_disc_real_0: 0.14345818758010864 (0.1075597055580305) | > loss_disc_real_1: 0.22043636441230774 (0.19777716890625333) | > loss_disc_real_2: 0.22578008472919464 (0.2353052108184151) | > loss_disc_real_3: 0.2928858995437622 (0.26841074357862055) | > loss_disc_real_4: 0.3181367516517639 (0.2684410363435745) | > loss_disc_real_5: 0.3077006936073303 (0.25732340825640637) | > loss_0: 2.5249135494232178 (2.444637226021808) | > loss_gen: 2.383899211883545 (2.3403050173883853) | > loss_kl: 2.8348121643066406 (2.984130216681439) | > loss_feat: 5.396063804626465 (6.452010299848474) | > loss_mel: 16.8422794342041 (17.541992477748703) | > loss_duration: 2.3166348934173584 (2.335369410722152) | > loss_1: 29.77368927001953 (31.653807681539785)  --> STEP: 24 | > loss_disc: 2.6440460681915283 (2.4529459277788797) | > loss_disc_real_0: 0.20063552260398865 (0.11143786460161209) | > loss_disc_real_1: 0.249308243393898 (0.1999242970099052) | > loss_disc_real_2: 0.2667291760444641 (0.2366145427028338) | > loss_disc_real_3: 0.32759374380111694 (0.27087670192122454) | > loss_disc_real_4: 0.2609286308288574 (0.268128019447128) | > loss_disc_real_5: 0.22118835151195526 (0.25581778089205426) | > loss_0: 2.6440460681915283 (2.4529459277788797) | > loss_gen: 2.4493460655212402 (2.344848394393921) | > loss_kl: 2.7620112895965576 (2.9748752613862357) | > loss_feat: 6.0696916580200195 (6.436080356438954) | > loss_mel: 17.066219329833984 (17.52216859658559) | > loss_duration: 2.435253381729126 (2.339531242847442) | > loss_1: 30.782522201538086 (31.617504119873047)  --> STEP: 25 | > loss_disc: 2.456963539123535 (2.4531066322326662) | > loss_disc_real_0: 0.0793495923280716 (0.11015433371067047) | > loss_disc_real_1: 0.1833106428384781 (0.1992597508430481) | > loss_disc_real_2: 0.2872946262359619 (0.23864174604415894) | > loss_disc_real_3: 0.26689887046813965 (0.27071758866310114) | > loss_disc_real_4: 0.21173584461212158 (0.2658723324537277) | > loss_disc_real_5: 0.18963362276554108 (0.25317041456699374) | > loss_0: 2.456963539123535 (2.4531066322326662) | > loss_gen: 2.1202480792999268 (2.335864381790161) | > loss_kl: 2.5569205284118652 (2.9581570720672605) | > loss_feat: 5.384934902191162 (6.394034538269043) | > loss_mel: 14.565240859985352 (17.403891487121584) | > loss_duration: 2.41029691696167 (2.342361869812011) | > loss_1: 27.037641525268555 (31.434309616088868)  --> STEP: 26 | > loss_disc: 2.4315338134765625 (2.4522769084343548) | > loss_disc_real_0: 0.11685347557067871 (0.11041199301297848) | > loss_disc_real_1: 0.11744104325771332 (0.1961128774743814) | > loss_disc_real_2: 0.2800407409667969 (0.240234015079645) | > loss_disc_real_3: 0.22689616680145264 (0.26903214936073006) | > loss_disc_real_4: 0.24543370306491852 (0.26508623132338893) | > loss_disc_real_5: 0.16169904172420502 (0.24965228484227112) | > loss_0: 2.4315338134765625 (2.4522769084343548) | > loss_gen: 2.149400234222412 (2.328692683806786) | > loss_kl: 2.101879835128784 (2.925223332185012) | > loss_feat: 9.497936248779297 (6.513415373288668) | > loss_mel: 19.661420822143555 (17.490719538468582) | > loss_duration: 2.27766752243042 (2.33987362568195) | > loss_1: 35.68830490112305 (31.597924819359413) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023935299653273364 (-3.652389232928913e-05) | > avg_loss_disc: 2.4522769084343548 (+0.03791337746840284) | > avg_loss_disc_real_0: 0.11041199301297848 (-0.011308651130933031) | > avg_loss_disc_real_1: 0.1961128774743814 (-0.022673177031370284) | > avg_loss_disc_real_2: 0.240234015079645 (+0.02775580493303445) | > avg_loss_disc_real_3: 0.26903214936073006 (+0.0013236598326609728) | > avg_loss_disc_real_4: 0.26508623132338893 (+0.011065272184518748) | > avg_loss_disc_real_5: 0.24965228484227112 (-0.02985434119517974) | > avg_loss_0: 2.4522769084343548 (+0.03791337746840284) | > avg_loss_gen: 2.328692683806786 (-0.0623710247186513) | > avg_loss_kl: 2.925223332185012 (+0.09038739479505109) | > avg_loss_feat: 6.513415373288668 (-0.11519116621751113) | > avg_loss_mel: 17.490719538468582 (+0.05003360601572382) | > avg_loss_duration: 2.33987362568195 (-0.003606814604540265) | > avg_loss_1: 31.597924819359413 (-0.040747715876651824)  > EPOCH: 701/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:10:57)   --> TIME: 2024-06-11 22:11:05 -- STEP: 19/330 -- GLOBAL_STEP: 319350 | > loss_disc: 2.3341217041015625 (2.3282705482683683) | > loss_disc_real_0: 0.0869000107049942 (0.10251081891750034) | > loss_disc_real_1: 0.2050875574350357 (0.1994193384521886) | > loss_disc_real_2: 0.18522141873836517 (0.204896427298847) | > loss_disc_real_3: 0.25044670701026917 (0.231436981966621) | > loss_disc_real_4: 0.24377210438251495 (0.2337597098789717) | > loss_disc_real_5: 0.22893069684505463 (0.226265275948926) | > loss_0: 2.3341217041015625 (2.3282705482683683) | > grad_norm_0: tensor(13.7605, device='cuda:0') (tensor(7.4494, device='cuda:0')) | > loss_gen: 2.445406675338745 (2.4714759149049463) | > loss_kl: 1.7913211584091187 (1.8964865584122508) | > loss_feat: 6.915475845336914 (6.795495384617856) | > loss_mel: 17.562564849853516 (17.78168387162058) | > loss_duration: 1.9669904708862305 (2.059876943889417) | > loss_1: 30.681758880615234 (31.00501903734709) | > grad_norm_1: tensor(83.6674, device='cuda:0') (tensor(82.4343, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.3508 (0.3608207828120181) | > loader_time: 0.0037 (0.0030882233067562707)  --> TIME: 2024-06-11 22:11:14 -- STEP: 44/330 -- GLOBAL_STEP: 319375 | > loss_disc: 2.3353371620178223 (2.338487072424456) | > loss_disc_real_0: 0.11101722717285156 (0.10597168078476732) | > loss_disc_real_1: 0.2220803201198578 (0.1972687623717568) | > loss_disc_real_2: 0.217800572514534 (0.2078938792375001) | > loss_disc_real_3: 0.2198670208454132 (0.22835440222512593) | > loss_disc_real_4: 0.24145278334617615 (0.23113097419792955) | > loss_disc_real_5: 0.21030142903327942 (0.22215289317748763) | > loss_0: 2.3353371620178223 (2.338487072424456) | > grad_norm_0: tensor(6.3853, device='cuda:0') (tensor(7.9228, device='cuda:0')) | > loss_gen: 2.5708248615264893 (2.4791564616290005) | > loss_kl: 1.9746265411376953 (1.9242066686803645) | > loss_feat: 7.8928022384643555 (7.022571325302124) | > loss_mel: 17.90550422668457 (17.63325491818515) | > loss_duration: 1.8975023031234741 (2.0099754008379853) | > loss_1: 32.24126052856445 (31.0691650130532) | > grad_norm_1: tensor(49.9858, device='cuda:0') (tensor(82.2288, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.3736 (0.35948632522062823) | > loader_time: 0.0044 (0.003269504417072643)  --> TIME: 2024-06-11 22:11:23 -- STEP: 69/330 -- GLOBAL_STEP: 319400 | > loss_disc: 2.4604110717773438 (2.3428239269533027) | > loss_disc_real_0: 0.09392000734806061 (0.10651122411524039) | > loss_disc_real_1: 0.19058378040790558 (0.19711123298907626) | > loss_disc_real_2: 0.22768335044384003 (0.20863919910313428) | > loss_disc_real_3: 0.2691151201725006 (0.22922148479931598) | > loss_disc_real_4: 0.25051382184028625 (0.23262414012266242) | > loss_disc_real_5: 0.2833947539329529 (0.22335597073686295) | > loss_0: 2.4604110717773438 (2.3428239269533027) | > grad_norm_0: tensor(12.9067, device='cuda:0') (tensor(8.2099, device='cuda:0')) | > loss_gen: 2.347282648086548 (2.478495197019715) | > loss_kl: 2.2073850631713867 (1.950227255406587) | > loss_feat: 6.376034736633301 (7.029671938523002) | > loss_mel: 16.649677276611328 (17.566310219142746) | > loss_duration: 1.9290978908538818 (1.998164869736935) | > loss_1: 29.509477615356445 (31.022869662962098) | > grad_norm_1: tensor(151.1156, device='cuda:0') (tensor(85.0380, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.3676 (0.36188705071159033) | > loader_time: 0.0038 (0.0033812591995018115)  --> TIME: 2024-06-11 22:11:33 -- STEP: 94/330 -- GLOBAL_STEP: 319425 | > loss_disc: 2.431061029434204 (2.347419852906086) | > loss_disc_real_0: 0.13722127676010132 (0.10835340325819681) | > loss_disc_real_1: 0.24821847677230835 (0.19710382771618823) | > loss_disc_real_2: 0.2436080276966095 (0.20932450589347393) | > loss_disc_real_3: 0.23664860427379608 (0.22888421568464726) | > loss_disc_real_4: 0.2719055116176605 (0.2333973080236861) | > loss_disc_real_5: 0.23683616518974304 (0.22353269556101332) | > loss_0: 2.431061029434204 (2.347419852906086) | > grad_norm_0: tensor(7.9564, device='cuda:0') (tensor(8.2470, device='cuda:0')) | > loss_gen: 2.532133102416992 (2.476905850653952) | > loss_kl: 2.18951678276062 (1.9605586921915095) | > loss_feat: 6.236793518066406 (6.987654412046392) | > loss_mel: 17.891448974609375 (17.459328489100685) | > loss_duration: 2.011404514312744 (1.995512449995001) | > loss_1: 30.861297607421875 (30.8799599992468) | > grad_norm_1: tensor(65.8551, device='cuda:0') (tensor(84.8259, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.3773 (0.3655657007339153) | > loader_time: 0.0041 (0.0034974230096695273)  --> TIME: 2024-06-11 22:11:43 -- STEP: 119/330 -- GLOBAL_STEP: 319450 | > loss_disc: 2.3410987854003906 (2.3550876669523104) | > loss_disc_real_0: 0.10930787026882172 (0.11163534599692879) | > loss_disc_real_1: 0.15694065392017365 (0.19760117022430196) | > loss_disc_real_2: 0.23586487770080566 (0.20915255401314808) | > loss_disc_real_3: 0.2014404684305191 (0.22885698105106836) | > loss_disc_real_4: 0.24395230412483215 (0.23231324816451354) | > loss_disc_real_5: 0.22865521907806396 (0.22338028164470897) | > loss_0: 2.3410987854003906 (2.3550876669523104) | > grad_norm_0: tensor(8.0175, device='cuda:0') (tensor(8.4626, device='cuda:0')) | > loss_gen: 2.598630666732788 (2.469540551930916) | > loss_kl: 2.071998119354248 (1.976389245826657) | > loss_feat: 6.899857044219971 (6.999311415087275) | > loss_mel: 17.609848022460938 (17.46141749470174) | > loss_duration: 1.9918608665466309 (1.997379682645077) | > loss_1: 31.172195434570312 (30.90403851741502) | > grad_norm_1: tensor(68.6867, device='cuda:0') (tensor(88.0574, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.3811 (0.36842847671829354) | > loader_time: 0.0041 (0.0036236378325133762)  --> TIME: 2024-06-11 22:11:52 -- STEP: 144/330 -- GLOBAL_STEP: 319475 | > loss_disc: 2.382905960083008 (2.3579626315169886) | > loss_disc_real_0: 0.15505677461624146 (0.11376691014609402) | > loss_disc_real_1: 0.20614789426326752 (0.19810517525507343) | > loss_disc_real_2: 0.2039852738380432 (0.21002982608560058) | > loss_disc_real_3: 0.22119955718517303 (0.22870805621561077) | > loss_disc_real_4: 0.2625577449798584 (0.23198473546653986) | > loss_disc_real_5: 0.23182979226112366 (0.223100943904784) | > loss_0: 2.382905960083008 (2.3579626315169886) | > grad_norm_0: tensor(10.5536, device='cuda:0') (tensor(8.6727, device='cuda:0')) | > loss_gen: 2.5829691886901855 (2.4667410155137373) | > loss_kl: 2.008535861968994 (1.980033123658763) | > loss_feat: 7.167288303375244 (6.980298688014347) | > loss_mel: 17.651281356811523 (17.45389531718361) | > loss_duration: 2.014732599258423 (2.0026525871621246) | > loss_1: 31.424808502197266 (30.883620778719585) | > grad_norm_1: tensor(102.8462, device='cuda:0') (tensor(88.7196, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.3925 (0.37108181416988373) | > loader_time: 0.0046 (0.0037612434890535143)  --> TIME: 2024-06-11 22:12:02 -- STEP: 169/330 -- GLOBAL_STEP: 319500 | > loss_disc: 2.410905122756958 (2.3649621574131) | > loss_disc_real_0: 0.08611215651035309 (0.1154653180015863) | > loss_disc_real_1: 0.2480568289756775 (0.1981674479485969) | > loss_disc_real_2: 0.21614712476730347 (0.21057292007835662) | > loss_disc_real_3: 0.2329661101102829 (0.22894967448781933) | > loss_disc_real_4: 0.21844016015529633 (0.2320673687041864) | > loss_disc_real_5: 0.226509690284729 (0.2236791661328818) | > loss_0: 2.410905122756958 (2.3649621574131) | > grad_norm_0: tensor(29.0903, device='cuda:0') (tensor(9.0015, device='cuda:0')) | > loss_gen: 2.439300060272217 (2.461863400668082) | > loss_kl: 2.035067558288574 (1.9837999809423141) | > loss_feat: 7.214641571044922 (6.963452897833648) | > loss_mel: 17.039342880249023 (17.457971708309017) | > loss_duration: 2.0667672157287598 (2.007996969674467) | > loss_1: 30.79511833190918 (30.87508499551807) | > grad_norm_1: tensor(275.4996, device='cuda:0') (tensor(94.1800, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.4219 (0.3735952828762799) | > loader_time: 0.005 (0.003908960071541148) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_319500.pth  --> TIME: 2024-06-11 22:12:17 -- STEP: 194/330 -- GLOBAL_STEP: 319525 | > loss_disc: 2.315255880355835 (2.3674791989867234) | > loss_disc_real_0: 0.11303039640188217 (0.11650594216339367) | > loss_disc_real_1: 0.21027952432632446 (0.19820596116412545) | > loss_disc_real_2: 0.21609008312225342 (0.2110254597878948) | > loss_disc_real_3: 0.231681689620018 (0.22882336278244392) | > loss_disc_real_4: 0.24047650396823883 (0.23125215781103706) | > loss_disc_real_5: 0.21287325024604797 (0.22352194916648963) | > loss_0: 2.315255880355835 (2.3674791989867234) | > grad_norm_0: tensor(43.3904, device='cuda:0') (tensor(10.9431, device='cuda:0')) | > loss_gen: 2.6171319484710693 (2.460120344899364) | > loss_kl: 2.057469129562378 (1.9916588584172357) | > loss_feat: 6.779825210571289 (6.940075849749377) | > loss_mel: 17.905105590820312 (17.439412608589095) | > loss_duration: 2.0352344512939453 (2.0154070319588664) | > loss_1: 31.39476776123047 (30.84667475198962) | > grad_norm_1: tensor(279.6847, device='cuda:0') (tensor(121.3860, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.409 (0.3771211314447147) | > loader_time: 0.0051 (0.004086013921757334)  --> TIME: 2024-06-11 22:12:27 -- STEP: 219/330 -- GLOBAL_STEP: 319550 | > loss_disc: 2.3142807483673096 (2.3697782444627324) | > loss_disc_real_0: 0.0834386795759201 (0.11715533526520751) | > loss_disc_real_1: 0.23618827760219574 (0.19870221642054378) | > loss_disc_real_2: 0.2029656171798706 (0.21126707619455853) | > loss_disc_real_3: 0.2002941071987152 (0.22901966201660295) | > loss_disc_real_4: 0.22435438632965088 (0.23194909388344037) | > loss_disc_real_5: 0.2214144617319107 (0.22261939874794928) | > loss_0: 2.3142807483673096 (2.3697782444627324) | > grad_norm_0: tensor(17.4810, device='cuda:0') (tensor(13.4507, device='cuda:0')) | > loss_gen: 2.5920963287353516 (2.472564535053898) | > loss_kl: 1.8974876403808594 (1.9944721547435953) | > loss_feat: 7.478257179260254 (6.967499349759593) | > loss_mel: 16.873390197753906 (17.39600018714661) | > loss_duration: 2.088871955871582 (2.022888584768392) | > loss_1: 30.930103302001953 (30.853424873526237) | > grad_norm_1: tensor(512.9055, device='cuda:0') (tensor(150.8538, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.4229 (0.37976839008940955) | > loader_time: 0.0053 (0.004219747569463022)  --> TIME: 2024-06-11 22:12:38 -- STEP: 244/330 -- GLOBAL_STEP: 319575 | > loss_disc: 2.2913873195648193 (2.3698896023093683) | > loss_disc_real_0: 0.09617482125759125 (0.11797587286497725) | > loss_disc_real_1: 0.1798684000968933 (0.19906199808980599) | > loss_disc_real_2: 0.1998046338558197 (0.21141873324503668) | > loss_disc_real_3: 0.2597317695617676 (0.22944907666962655) | > loss_disc_real_4: 0.24498000741004944 (0.231654234902292) | > loss_disc_real_5: 0.255885511636734 (0.22242830339513842) | > loss_0: 2.2913873195648193 (2.3698896023093683) | > grad_norm_0: tensor(37.7253, device='cuda:0') (tensor(16.3806, device='cuda:0')) | > loss_gen: 2.568549394607544 (2.476583224828126) | > loss_kl: 2.0373475551605225 (2.000067041057055) | > loss_feat: 6.344330787658691 (6.958888489691937) | > loss_mel: 16.246593475341797 (17.34201263208858) | > loss_duration: 2.0539937019348145 (2.0317863729156436) | > loss_1: 29.250816345214844 (30.809337819208864) | > grad_norm_1: tensor(639.4837, device='cuda:0') (tensor(180.4360, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.437 (0.3843895607307309) | > loader_time: 0.0057 (0.004370702094719058)  --> TIME: 2024-06-11 22:12:49 -- STEP: 269/330 -- GLOBAL_STEP: 319600 | > loss_disc: 2.4245152473449707 (2.371642162365542) | > loss_disc_real_0: 0.1543785035610199 (0.11902461688425461) | > loss_disc_real_1: 0.228202223777771 (0.19898404408121642) | > loss_disc_real_2: 0.2338712066411972 (0.21140163405677204) | > loss_disc_real_3: 0.25786417722702026 (0.2295600391342738) | > loss_disc_real_4: 0.24296799302101135 (0.23198207797392592) | > loss_disc_real_5: 0.23400969803333282 (0.22269420503018958) | > loss_0: 2.4245152473449707 (2.371642162365542) | > grad_norm_0: tensor(44.8223, device='cuda:0') (tensor(17.1146, device='cuda:0')) | > loss_gen: 2.4292616844177246 (2.4732356762797414) | > loss_kl: 1.9804267883300781 (2.0074892682213767) | > loss_feat: 6.627974510192871 (6.952072739157977) | > loss_mel: 15.535624504089355 (17.30255517995047) | > loss_duration: 2.146589517593384 (2.0400109499360544) | > loss_1: 28.719877243041992 (30.775363879576048) | > grad_norm_1: tensor(516.1017, device='cuda:0') (tensor(195.7524, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.4536 (0.3890788909671032) | > loader_time: 0.0059 (0.0045214364076635654)  --> TIME: 2024-06-11 22:13:01 -- STEP: 294/330 -- GLOBAL_STEP: 319625 | > loss_disc: 2.5112175941467285 (2.3721994907677595) | > loss_disc_real_0: 0.10738004744052887 (0.11973477862015063) | > loss_disc_real_1: 0.22501811385154724 (0.19882052543820167) | > loss_disc_real_2: 0.21770304441452026 (0.21182972887138124) | > loss_disc_real_3: 0.20362073183059692 (0.22936477836500224) | > loss_disc_real_4: 0.26440590620040894 (0.23131605217448709) | > loss_disc_real_5: 0.22797326743602753 (0.22237273336065058) | > loss_0: 2.5112175941467285 (2.3721994907677595) | > grad_norm_0: tensor(39.9948, device='cuda:0') (tensor(18.6328, device='cuda:0')) | > loss_gen: 2.394897937774658 (2.472057002742274) | > loss_kl: 2.1343984603881836 (2.013058863935017) | > loss_feat: 6.996610641479492 (6.958333124108865) | > loss_mel: 16.784215927124023 (17.225887804615247) | > loss_duration: 2.194232702255249 (2.050227110483208) | > loss_1: 30.504356384277344 (30.719563938322523) | > grad_norm_1: tensor(505.6408, device='cuda:0') (tensor(215.0134, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.4661 (0.39468172699415766) | > loader_time: 0.007 (0.004678571305307402)  --> TIME: 2024-06-11 22:13:14 -- STEP: 319/330 -- GLOBAL_STEP: 319650 | > loss_disc: 2.3727505207061768 (2.3750388360696166) | > loss_disc_real_0: 0.10261666029691696 (0.12098864764909385) | > loss_disc_real_1: 0.1847427636384964 (0.1989666983999055) | > loss_disc_real_2: 0.19266517460346222 (0.21205555813439592) | > loss_disc_real_3: 0.25773876905441284 (0.22981670055082978) | > loss_disc_real_4: 0.20962229371070862 (0.23190902659325016) | > loss_disc_real_5: 0.23611754179000854 (0.222296382659655) | > loss_0: 2.3727505207061768 (2.3750388360696166) | > grad_norm_0: tensor(37.8458, device='cuda:0') (tensor(20.5898, device='cuda:0')) | > loss_gen: 2.6644082069396973 (2.4738754957073543) | > loss_kl: 2.151106119155884 (2.019524259627053) | > loss_feat: 8.120813369750977 (6.982955138885115) | > loss_mel: 16.39693260192871 (17.187393642891898) | > loss_duration: 2.2356815338134766 (2.0639105579322417) | > loss_1: 31.568941116333008 (30.727659123818327) | > grad_norm_1: tensor(514.5109, device='cuda:0') (tensor(234.5281, device='cuda:0')) | > current_lr_0: 0.00018321986678848597 | > current_lr_1: 0.00018321986678848597 | > step_time: 0.5672 (0.40391637763259536) | > loader_time: 0.0083 (0.004921709108502141)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.652799367904663 (2.652799367904663) | > loss_disc_real_0: 0.24341607093811035 (0.24341607093811035) | > loss_disc_real_1: 0.159983828663826 (0.159983828663826) | > loss_disc_real_2: 0.26925233006477356 (0.26925233006477356) | > loss_disc_real_3: 0.28747275471687317 (0.28747275471687317) | > loss_disc_real_4: 0.24692294001579285 (0.24692294001579285) | > loss_disc_real_5: 0.24490579962730408 (0.24490579962730408) | > loss_0: 2.652799367904663 (2.652799367904663) | > loss_gen: 2.297584056854248 (2.297584056854248) | > loss_kl: 2.202364683151245 (2.202364683151245) | > loss_feat: 6.294498920440674 (6.294498920440674) | > loss_mel: 17.81717300415039 (17.81717300415039) | > loss_duration: 3.0544888973236084 (3.0544888973236084) | > loss_1: 31.66611099243164 (31.66611099243164)  --> STEP: 1 | > loss_disc: 2.0060582160949707 (2.0060582160949707) | > loss_disc_real_0: 0.12448836117982864 (0.12448836117982864) | > loss_disc_real_1: 0.17434580624103546 (0.17434580624103546) | > loss_disc_real_2: 0.18881163001060486 (0.18881163001060486) | > loss_disc_real_3: 0.2140948474407196 (0.2140948474407196) | > loss_disc_real_4: 0.1719239056110382 (0.1719239056110382) | > loss_disc_real_5: 0.20928947627544403 (0.20928947627544403) | > loss_0: 2.0060582160949707 (2.0060582160949707) | > loss_gen: 2.83231782913208 (2.83231782913208) | > loss_kl: 3.6598291397094727 (3.6598291397094727) | > loss_feat: 7.957671165466309 (7.957671165466309) | > loss_mel: 17.968677520751953 (17.968677520751953) | > loss_duration: 2.4006359577178955 (2.4006359577178955) | > loss_1: 34.819129943847656 (34.819129943847656)  --> STEP: 2 | > loss_disc: 2.3469958305358887 (2.1765270233154297) | > loss_disc_real_0: 0.14223995804786682 (0.13336415961384773) | > loss_disc_real_1: 0.21752800047397614 (0.1959369033575058) | > loss_disc_real_2: 0.2662925720214844 (0.22755210101604462) | > loss_disc_real_3: 0.22930334508419037 (0.221699096262455) | > loss_disc_real_4: 0.2435067743062973 (0.20771533995866776) | > loss_disc_real_5: 0.19622212648391724 (0.20275580137968063) | > loss_0: 2.3469958305358887 (2.1765270233154297) | > loss_gen: 2.520094871520996 (2.676206350326538) | > loss_kl: 2.978147029876709 (3.318988084793091) | > loss_feat: 6.2602033615112305 (7.1089372634887695) | > loss_mel: 17.958955764770508 (17.96381664276123) | > loss_duration: 2.515770196914673 (2.458203077316284) | > loss_1: 32.23316955566406 (33.52614974975586)  --> STEP: 3 | > loss_disc: 2.4517745971679688 (2.2682762145996094) | > loss_disc_real_0: 0.19461467862129211 (0.15378099928299585) | > loss_disc_real_1: 0.22733421623706818 (0.20640267431735992) | > loss_disc_real_2: 0.25245946645736694 (0.23585455616315207) | > loss_disc_real_3: 0.3065170347690582 (0.24997174243132272) | > loss_disc_real_4: 0.24577456712722778 (0.22040174901485443) | > loss_disc_real_5: 0.24852384626865387 (0.21801181634267172) | > loss_0: 2.4517745971679688 (2.2682762145996094) | > loss_gen: 2.536017656326294 (2.62947678565979) | > loss_kl: 4.289206504821777 (3.642394224802653) | > loss_feat: 5.83012580871582 (6.682666778564453) | > loss_mel: 15.317225456237793 (17.08161958058675) | > loss_duration: 2.323547840118408 (2.4133179982503257) | > loss_1: 30.296123504638672 (32.4494743347168)  --> STEP: 4 | > loss_disc: 2.3894355297088623 (2.2985660433769226) | > loss_disc_real_0: 0.21961741149425507 (0.17024010233581066) | > loss_disc_real_1: 0.189945250749588 (0.20228831842541695) | > loss_disc_real_2: 0.27359873056411743 (0.2452905997633934) | > loss_disc_real_3: 0.18800057470798492 (0.23447895050048828) | > loss_disc_real_4: 0.19491183757781982 (0.21402927115559578) | > loss_disc_real_5: 0.1949390321969986 (0.21224362030625343) | > loss_0: 2.3894355297088623 (2.2985660433769226) | > loss_gen: 2.326467990875244 (2.5537245869636536) | > loss_kl: 3.720686674118042 (3.6619673371315002) | > loss_feat: 4.487499237060547 (6.133874893188477) | > loss_mel: 16.07503318786621 (16.829972982406616) | > loss_duration: 2.455794334411621 (2.4239370822906494) | > loss_1: 29.065479278564453 (31.60347557067871)  --> STEP: 5 | > loss_disc: 2.3754923343658447 (2.313951301574707) | > loss_disc_real_0: 0.19028475880622864 (0.17424903362989425) | > loss_disc_real_1: 0.22788389027118683 (0.2074074327945709) | > loss_disc_real_2: 0.2686977982521057 (0.24997203946113586) | > loss_disc_real_3: 0.2505301833152771 (0.23768919706344604) | > loss_disc_real_4: 0.29478421807289124 (0.23018026053905488) | > loss_disc_real_5: 0.24950188398361206 (0.21969527304172515) | > loss_0: 2.3754923343658447 (2.313951301574707) | > loss_gen: 2.801056146621704 (2.6031908988952637) | > loss_kl: 3.3139195442199707 (3.5923577785491942) | > loss_feat: 5.325916290283203 (5.972283172607422) | > loss_mel: 17.71855926513672 (17.007690238952637) | > loss_duration: 2.331796646118164 (2.4055089950561523) | > loss_1: 31.491247177124023 (31.581029891967773)  --> STEP: 6 | > loss_disc: 2.219160318374634 (2.298152804374695) | > loss_disc_real_0: 0.11220531165599823 (0.16390841330091158) | > loss_disc_real_1: 0.1860763132572174 (0.203852246205012) | > loss_disc_real_2: 0.24100114405155182 (0.2484768902262052) | > loss_disc_real_3: 0.23794221878051758 (0.23773136734962463) | > loss_disc_real_4: 0.24134133756160736 (0.23204044004281363) | > loss_disc_real_5: 0.22979764640331268 (0.2213790019353231) | > loss_0: 2.219160318374634 (2.298152804374695) | > loss_gen: 2.5534958839416504 (2.5949083964029946) | > loss_kl: 3.0464179515838623 (3.5013678073883057) | > loss_feat: 5.154114246368408 (5.83592168490092) | > loss_mel: 18.693519592285156 (17.28866179784139) | > loss_duration: 2.2520384788513184 (2.37993057568868) | > loss_1: 31.6995849609375 (31.600789070129395)  --> STEP: 7 | > loss_disc: 2.31219482421875 (2.30015880720956) | > loss_disc_real_0: 0.05242364853620529 (0.14798201833452498) | > loss_disc_real_1: 0.19286219775676727 (0.20228223928383418) | > loss_disc_real_2: 0.33931612968444824 (0.26145392443452564) | > loss_disc_real_3: 0.2861648201942444 (0.24465043204171316) | > loss_disc_real_4: 0.24775443971157074 (0.23428529713835036) | > loss_disc_real_5: 0.1971757411956787 (0.21792139325823104) | > loss_0: 2.31219482421875 (2.30015880720956) | > loss_gen: 2.6138129234313965 (2.597609043121338) | > loss_kl: 4.661929130554199 (3.6671622821262906) | > loss_feat: 7.752184867858887 (6.10967356818063) | > loss_mel: 17.84337043762207 (17.36790588923863) | > loss_duration: 2.548969030380249 (2.404078926358904) | > loss_1: 35.420265197753906 (32.14642851693289)  --> STEP: 8 | > loss_disc: 2.765507936477661 (2.3583274483680725) | > loss_disc_real_0: 0.25205910205841064 (0.16099165380001068) | > loss_disc_real_1: 0.3374379575252533 (0.21917670406401157) | > loss_disc_real_2: 0.19873960316181183 (0.2536146342754364) | > loss_disc_real_3: 0.2482525110244751 (0.2451006919145584) | > loss_disc_real_4: 0.2346394807100296 (0.23432957008481026) | > loss_disc_real_5: 0.31109002232551575 (0.22956747189164162) | > loss_0: 2.765507936477661 (2.3583274483680725) | > loss_gen: 2.682661294937134 (2.6082405745983124) | > loss_kl: 3.0314981937408447 (3.5877042710781097) | > loss_feat: 8.016618728637695 (6.3480417132377625) | > loss_mel: 17.910009384155273 (17.43566882610321) | > loss_duration: 2.296649932861328 (2.390650302171707) | > loss_1: 33.93743896484375 (32.37030482292175)  --> STEP: 9 | > loss_disc: 2.753150224685669 (2.4021966457366943) | > loss_disc_real_0: 0.21424877643585205 (0.1669091118706597) | > loss_disc_real_1: 0.14056339859962463 (0.21044189234574637) | > loss_disc_real_2: 0.3189115524291992 (0.2608698474036323) | > loss_disc_real_3: 0.29010024666786194 (0.25010064244270325) | > loss_disc_real_4: 0.2336214929819107 (0.23425089485115475) | > loss_disc_real_5: 0.29192885756492615 (0.23649651474422878) | > loss_0: 2.753150224685669 (2.4021966457366943) | > loss_gen: 2.454714775085449 (2.5911821524302163) | > loss_kl: 2.361196756362915 (3.451425658331977) | > loss_feat: 9.151153564453125 (6.659498585595025) | > loss_mel: 18.048465728759766 (17.503757370842827) | > loss_duration: 2.20356822013855 (2.369863404168023) | > loss_1: 34.21909713745117 (32.5757261912028)  --> STEP: 10 | > loss_disc: 2.6028175354003906 (2.422258734703064) | > loss_disc_real_0: 0.18881814181804657 (0.1691000148653984) | > loss_disc_real_1: 0.24369969964027405 (0.21376767307519912) | > loss_disc_real_2: 0.31681936979293823 (0.26646479964256287) | > loss_disc_real_3: 0.29020583629608154 (0.25411116182804105) | > loss_disc_real_4: 0.2526845335960388 (0.23609425872564316) | > loss_disc_real_5: 0.3065318763256073 (0.24350005090236665) | > loss_0: 2.6028175354003906 (2.422258734703064) | > loss_gen: 2.5055553913116455 (2.582619476318359) | > loss_kl: 3.0499722957611084 (3.41128032207489) | > loss_feat: 5.29688024520874 (6.5232367515563965) | > loss_mel: 16.54457664489746 (17.40783929824829) | > loss_duration: 2.3336410522460938 (2.3662411689758303) | > loss_1: 29.730627059936523 (32.29121627807617)  --> STEP: 11 | > loss_disc: 2.519737482070923 (2.431120439009233) | > loss_disc_real_0: 0.16416259109973907 (0.16865115815942938) | > loss_disc_real_1: 0.13715821504592896 (0.20680317689072003) | > loss_disc_real_2: 0.30606842041015625 (0.2700651288032532) | > loss_disc_real_3: 0.28464454412460327 (0.2568869238550013) | > loss_disc_real_4: 0.24233147501945496 (0.23666127838871695) | > loss_disc_real_5: 0.19184191524982452 (0.23880385675213553) | > loss_0: 2.519737482070923 (2.431120439009233) | > loss_gen: 2.126647710800171 (2.5411674976348877) | > loss_kl: 3.264976978302002 (3.3979800180955366) | > loss_feat: 5.394468307495117 (6.420621438459917) | > loss_mel: 16.499820709228516 (17.32529215379195) | > loss_duration: 2.5359013080596924 (2.381664817983454) | > loss_1: 29.821815490722656 (32.06672529740767)  --> STEP: 12 | > loss_disc: 2.7537975311279297 (2.458010196685791) | > loss_disc_real_0: 0.18491816520690918 (0.1700067420800527) | > loss_disc_real_1: 0.21013717353343964 (0.20708100994428) | > loss_disc_real_2: 0.2940663695335388 (0.27206523219744366) | > loss_disc_real_3: 0.24497394263744354 (0.2558941754202048) | > loss_disc_real_4: 0.2323828637599945 (0.2363047438363234) | > loss_disc_real_5: 0.2807393968105316 (0.24229848509033522) | > loss_0: 2.7537975311279297 (2.458010196685791) | > loss_gen: 2.393674373626709 (2.5288764039675393) | > loss_kl: 3.613673210144043 (3.4159544507662454) | > loss_feat: 5.941904067993164 (6.3807283242543535) | > loss_mel: 16.745941162109375 (17.277012904485066) | > loss_duration: 2.293391227722168 (2.37430868546168) | > loss_1: 30.988582611083984 (31.976880073547363)  --> STEP: 13 | > loss_disc: 2.383107900619507 (2.4522484816037693) | > loss_disc_real_0: 0.10602067410945892 (0.16508473685154548) | > loss_disc_real_1: 0.2930457592010498 (0.21369368296403152) | > loss_disc_real_2: 0.2686016261577606 (0.27179880096362186) | > loss_disc_real_3: 0.23760631680488586 (0.25448741706518024) | > loss_disc_real_4: 0.16888174414634705 (0.23111835924478677) | > loss_disc_real_5: 0.15751498937606812 (0.23577667772769928) | > loss_0: 2.383107900619507 (2.4522484816037693) | > loss_gen: 2.4437663555145264 (2.5223294771634617) | > loss_kl: 3.0151116847991943 (3.385120391845703) | > loss_feat: 6.175302505493164 (6.364926338195801) | > loss_mel: 15.369682312011719 (17.1302951666025) | > loss_duration: 2.2505030632019043 (2.364785176057082) | > loss_1: 29.254365921020508 (31.767455907968376)  --> STEP: 14 | > loss_disc: 2.6791927814483643 (2.468458788735526) | > loss_disc_real_0: 0.18918398022651672 (0.16680611137832915) | > loss_disc_real_1: 0.18243089318275452 (0.21146062655108316) | > loss_disc_real_2: 0.34109577536582947 (0.27674858484949383) | > loss_disc_real_3: 0.2735254168510437 (0.2558472741927419) | > loss_disc_real_4: 0.2947818636894226 (0.23566575241940363) | > loss_disc_real_5: 0.2991202473640442 (0.24030121841600963) | > loss_0: 2.6791927814483643 (2.468458788735526) | > loss_gen: 2.5403037071228027 (2.523613350731986) | > loss_kl: 3.1487677097320557 (3.368238057409014) | > loss_feat: 5.691345691680908 (6.316813434873309) | > loss_mel: 18.873245239257812 (17.254791600363596) | > loss_duration: 2.3489270210266113 (2.3636524506977628) | > loss_1: 32.60259246826172 (31.827108519417898)  --> STEP: 15 | > loss_disc: 2.355600357055664 (2.4609348932902018) | > loss_disc_real_0: 0.18786394596099854 (0.16820996701717378) | > loss_disc_real_1: 0.17544978857040405 (0.20905990401903787) | > loss_disc_real_2: 0.29193350672721863 (0.2777609129746755) | > loss_disc_real_3: 0.24470120668411255 (0.2551042030254999) | > loss_disc_real_4: 0.22305428981781006 (0.23482498824596404) | > loss_disc_real_5: 0.3030663728713989 (0.24448556204636893) | > loss_0: 2.355600357055664 (2.4609348932902018) | > loss_gen: 2.8202102184295654 (2.543386475245158) | > loss_kl: 3.526076078414917 (3.378760592142741) | > loss_feat: 6.569119453430176 (6.333633836110433) | > loss_mel: 17.338924407958984 (17.26040045420329) | > loss_duration: 2.383089542388916 (2.3649482568105062) | > loss_1: 32.637420654296875 (31.88112932840983)  --> STEP: 16 | > loss_disc: 2.7421040534973145 (2.4785079658031464) | > loss_disc_real_0: 0.20321929454803467 (0.17039804998785257) | > loss_disc_real_1: 0.3154148757457733 (0.21570708975195885) | > loss_disc_real_2: 0.25291624665260315 (0.276208121329546) | > loss_disc_real_3: 0.23046089708805084 (0.25356399640440935) | > loss_disc_real_4: 0.23115578293800354 (0.23459566291421652) | > loss_disc_real_5: 0.23859083652496338 (0.24411714170128107) | > loss_0: 2.7421040534973145 (2.4785079658031464) | > loss_gen: 2.438382625579834 (2.536823734641075) | > loss_kl: 2.8435986042022705 (3.3453129678964615) | > loss_feat: 6.541737079620361 (6.3466402888298035) | > loss_mel: 14.57535171508789 (17.092584908008575) | > loss_duration: 2.383542060852051 (2.3661103695631027) | > loss_1: 28.782611846923828 (31.687471985816956)  --> STEP: 17 | > loss_disc: 2.5013763904571533 (2.479853167253382) | > loss_disc_real_0: 0.23345443606376648 (0.1741072491687887) | > loss_disc_real_1: 0.2778896689414978 (0.21936488852781408) | > loss_disc_real_2: 0.3544784486293793 (0.28081225822953615) | > loss_disc_real_3: 0.2633357644081116 (0.25413880628698005) | > loss_disc_real_4: 0.25173401832580566 (0.2356038014678394) | > loss_disc_real_5: 0.29977160692214966 (0.24739093377309687) | > loss_0: 2.5013763904571533 (2.479853167253382) | > loss_gen: 3.017009973526001 (2.565069983987247) | > loss_kl: 2.695329189300537 (3.3070786279790543) | > loss_feat: 6.696237087249756 (6.367204806383918) | > loss_mel: 16.38280487060547 (17.050833141102512) | > loss_duration: 2.456928014755249 (2.37145258398617) | > loss_1: 31.248310089111328 (31.661638933069565)  --> STEP: 18 | > loss_disc: 2.792346954345703 (2.4972139332029553) | > loss_disc_real_0: 0.15285898745059967 (0.17292679018444485) | > loss_disc_real_1: 0.24014586210250854 (0.22051938705974156) | > loss_disc_real_2: 0.3013596832752228 (0.2819537818431854) | > loss_disc_real_3: 0.22556465864181519 (0.2525513536400264) | > loss_disc_real_4: 0.22802263498306274 (0.2351826255520185) | > loss_disc_real_5: 0.20659373700618744 (0.2451244228416019) | > loss_0: 2.792346954345703 (2.4972139332029553) | > loss_gen: 2.4792637825012207 (2.560302972793579) | > loss_kl: 2.326306104660034 (3.252591265572442) | > loss_feat: 8.075133323669434 (6.462089724010891) | > loss_mel: 17.130634307861328 (17.05526653925578) | > loss_duration: 2.2448906898498535 (2.3644213676452637) | > loss_1: 32.256229400634766 (31.69467173682319)  --> STEP: 19 | > loss_disc: 2.4277560710906982 (2.493558256249679) | > loss_disc_real_0: 0.18722864985466003 (0.17367951964077197) | > loss_disc_real_1: 0.17276661098003387 (0.21800608305554642) | > loss_disc_real_2: 0.22211363911628723 (0.2788043006470329) | > loss_disc_real_3: 0.2796652615070343 (0.2539784014225005) | > loss_disc_real_4: 0.2363993376493454 (0.23524666303082517) | > loss_disc_real_5: 0.23883770406246185 (0.2447935429058577) | > loss_0: 2.4277560710906982 (2.493558256249679) | > loss_gen: 2.357943296432495 (2.549652463511417) | > loss_kl: 2.178527355194092 (3.1960615860788444) | > loss_feat: 5.383000373840332 (6.4052955476861255) | > loss_mel: 13.765339851379395 (16.882112503051758) | > loss_duration: 2.3455162048339844 (2.3634263590762488) | > loss_1: 26.03032684326172 (31.396548321372585)  --> STEP: 20 | > loss_disc: 2.341566562652588 (2.4859586715698248) | > loss_disc_real_0: 0.1529006063938141 (0.17264057397842408) | > loss_disc_real_1: 0.1060955822467804 (0.2124105580151081) | > loss_disc_real_2: 0.27576184272766113 (0.2786521777510643) | > loss_disc_real_3: 0.24168278276920319 (0.25336362048983563) | > loss_disc_real_4: 0.20346668362617493 (0.23365766406059266) | > loss_disc_real_5: 0.19198238849639893 (0.24215298518538475) | > loss_0: 2.341566562652588 (2.4859586715698248) | > loss_gen: 2.388331174850464 (2.541586399078369) | > loss_kl: 2.401733160018921 (3.1563451647758485) | > loss_feat: 8.320767402648926 (6.501069140434265) | > loss_mel: 19.426626205444336 (17.009338188171387) | > loss_duration: 2.2749805450439453 (2.3590040683746336) | > loss_1: 34.81243896484375 (31.567342853546144)  --> STEP: 21 | > loss_disc: 2.510671854019165 (2.487135489781698) | > loss_disc_real_0: 0.16336689889431 (0.17219897040299006) | > loss_disc_real_1: 0.22820992767810822 (0.21316290895144144) | > loss_disc_real_2: 0.28767016530036926 (0.2790816057296026) | > loss_disc_real_3: 0.2592453956604004 (0.2536437050217673) | > loss_disc_real_4: 0.2838551104068756 (0.23604801864851088) | > loss_disc_real_5: 0.2812274992465973 (0.24401367633115678) | > loss_0: 2.510671854019165 (2.487135489781698) | > loss_gen: 2.5738778114318848 (2.5431240853809176) | > loss_kl: 2.319664478302002 (3.1165032273247126) | > loss_feat: 6.292964935302734 (6.491159416380382) | > loss_mel: 13.945908546447754 (16.863460586184548) | > loss_duration: 2.185844898223877 (2.3507583936055503) | > loss_1: 27.31825828552246 (31.365005493164062)  --> STEP: 22 | > loss_disc: 2.673797845840454 (2.4956201423298237) | > loss_disc_real_0: 0.2015083134174347 (0.17353121326728302) | > loss_disc_real_1: 0.2053426206111908 (0.21280744129961188) | > loss_disc_real_2: 0.40866410732269287 (0.28497171943837946) | > loss_disc_real_3: 0.2722901999950409 (0.25449127297509794) | > loss_disc_real_4: 0.27667462825775146 (0.23789468272165817) | > loss_disc_real_5: 0.2941564917564392 (0.24629289521412415) | > loss_0: 2.673797845840454 (2.4956201423298237) | > loss_gen: 2.638265371322632 (2.547448689287359) | > loss_kl: 2.3666317462921143 (3.0824181600050493) | > loss_feat: 7.181761741638184 (6.522550431164828) | > loss_mel: 17.856624603271484 (16.908604405143045) | > loss_duration: 2.170288562774658 (2.342555219476873) | > loss_1: 32.21357345581055 (31.40357676419345)  --> STEP: 23 | > loss_disc: 2.4800076484680176 (2.4949413382488754) | > loss_disc_real_0: 0.0981433093547821 (0.17025347831456558) | > loss_disc_real_1: 0.2067362517118454 (0.21254347653492636) | > loss_disc_real_2: 0.22446240484714508 (0.2823408796735432) | > loss_disc_real_3: 0.287187397480011 (0.25591284360574634) | > loss_disc_real_4: 0.25583747029304504 (0.23867480392041412) | > loss_disc_real_5: 0.32415950298309326 (0.2496783998997315) | > loss_0: 2.4800076484680176 (2.4949413382488754) | > loss_gen: 2.369049072265625 (2.5396921841994575) | > loss_kl: 2.952535390853882 (3.076771083085433) | > loss_feat: 7.434175491333008 (6.562186303346054) | > loss_mel: 17.772422790527344 (16.94616172624671) | > loss_duration: 2.2806615829467773 (2.339864191801652) | > loss_1: 32.80884552001953 (31.464675405751105)  --> STEP: 24 | > loss_disc: 2.4394733905792236 (2.49263017376264) | > loss_disc_real_0: 0.1228884682059288 (0.1682799362267057) | > loss_disc_real_1: 0.16264064610004425 (0.21046419193347296) | > loss_disc_real_2: 0.2722887694835663 (0.28192204174896085) | > loss_disc_real_3: 0.3195078670978546 (0.25856263625125087) | > loss_disc_real_4: 0.21100664138793945 (0.23752196381489435) | > loss_disc_real_5: 0.2305603325366974 (0.24888181375960508) | > loss_0: 2.4394733905792236 (2.49263017376264) | > loss_gen: 2.507707118988037 (2.5383594731489816) | > loss_kl: 2.6979598999023438 (3.060987283786138) | > loss_feat: 8.812897682189941 (6.655965944131215) | > loss_mel: 17.328439712524414 (16.96208997567495) | > loss_duration: 2.409383773803711 (2.3427608410517378) | > loss_1: 33.75638961791992 (31.560163497924805)  --> STEP: 25 | > loss_disc: 2.500699520111084 (2.492952947616578) | > loss_disc_real_0: 0.153451606631279 (0.16768680304288863) | > loss_disc_real_1: 0.21491870284080505 (0.21064237236976624) | > loss_disc_real_2: 0.2536335587501526 (0.2807905024290085) | > loss_disc_real_3: 0.31200850009918213 (0.2607004708051681) | > loss_disc_real_4: 0.26844683289527893 (0.23875895857810975) | > loss_disc_real_5: 0.22133676707744598 (0.2477800118923187) | > loss_0: 2.500699520111084 (2.492952947616578) | > loss_gen: 2.558947801589966 (2.539183006286621) | > loss_kl: 2.6083643436431885 (3.04288236618042) | > loss_feat: 7.794539928436279 (6.701508903503418) | > loss_mel: 14.996109962463379 (16.883450775146486) | > loss_duration: 2.392915725708008 (2.3447670364379887) | > loss_1: 30.35087776184082 (31.511792068481444)  --> STEP: 26 | > loss_disc: 2.425820827484131 (2.4903709429960994) | > loss_disc_real_0: 0.2920698821544647 (0.1724707676241031) | > loss_disc_real_1: 0.13111555576324463 (0.2075836486541308) | > loss_disc_real_2: 0.3129621744155884 (0.2820278744284923) | > loss_disc_real_3: 0.3139702379703522 (0.26274930800382906) | > loss_disc_real_4: 0.2023015171289444 (0.23735674929160339) | > loss_disc_real_5: 0.3434275984764099 (0.25145876522247607) | > loss_0: 2.425820827484131 (2.4903709429960994) | > loss_gen: 3.065941333770752 (2.559442941959088) | > loss_kl: 2.242741584777832 (3.012107720741859) | > loss_feat: 13.088284492492676 (6.947154118464543) | > loss_mel: 19.383373260498047 (16.979601639967697) | > loss_duration: 2.283963441848755 (2.342428436646095) | > loss_1: 40.06430435180664 (31.840734848609337) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022438030976515548 (-0.00014972686767578168) | > avg_loss_disc: 2.4903709429960994 (+0.03809403456174465) | > avg_loss_disc_real_0: 0.1724707676241031 (+0.06205877461112462) | > avg_loss_disc_real_1: 0.2075836486541308 (+0.0114707711797494) | > avg_loss_disc_real_2: 0.2820278744284923 (+0.0417938593488473) | > avg_loss_disc_real_3: 0.26274930800382906 (-0.006282841356900992) | > avg_loss_disc_real_4: 0.23735674929160339 (-0.027729482031785546) | > avg_loss_disc_real_5: 0.25145876522247607 (+0.00180648038020495) | > avg_loss_0: 2.4903709429960994 (+0.03809403456174465) | > avg_loss_gen: 2.559442941959088 (+0.23075025815230177) | > avg_loss_kl: 3.012107720741859 (+0.0868843885568471) | > avg_loss_feat: 6.947154118464543 (+0.43373874517587563) | > avg_loss_mel: 16.979601639967697 (-0.5111178985008848) | > avg_loss_duration: 2.342428436646095 (+0.0025548109641446715) | > avg_loss_1: 31.840734848609337 (+0.2428100292499238)  > EPOCH: 702/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:13:39)   --> TIME: 2024-06-11 22:13:45 -- STEP: 14/330 -- GLOBAL_STEP: 319675 | > loss_disc: 2.441410541534424 (2.391059330531529) | > loss_disc_real_0: 0.13518480956554413 (0.1053374952503613) | > loss_disc_real_1: 0.2123904526233673 (0.204592941062791) | > loss_disc_real_2: 0.19859367609024048 (0.2122184666139739) | > loss_disc_real_3: 0.24296417832374573 (0.2302383120570864) | > loss_disc_real_4: 0.2262180596590042 (0.23273166481937682) | > loss_disc_real_5: 0.234644815325737 (0.23446699125426157) | > loss_0: 2.441410541534424 (2.391059330531529) | > grad_norm_0: tensor(11.8442, device='cuda:0') (tensor(7.8622, device='cuda:0')) | > loss_gen: 2.414597749710083 (2.4493381806782315) | > loss_kl: 2.0381083488464355 (1.978148809501103) | > loss_feat: 6.112863063812256 (6.740048783166068) | > loss_mel: 16.41929054260254 (17.717665808541433) | > loss_duration: 2.0111773014068604 (2.078642725944519) | > loss_1: 28.99603843688965 (30.96384402683803) | > grad_norm_1: tensor(57.4740, device='cuda:0') (tensor(91.4988, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3607 (0.3637003217424665) | > loader_time: 0.0039 (0.0030325480869838168)  --> TIME: 2024-06-11 22:13:54 -- STEP: 39/330 -- GLOBAL_STEP: 319700 | > loss_disc: 2.31276798248291 (2.339313892217783) | > loss_disc_real_0: 0.11183996498584747 (0.10605556384111062) | > loss_disc_real_1: 0.1850796490907669 (0.19903696462129936) | > loss_disc_real_2: 0.2030678242444992 (0.20756618831402215) | > loss_disc_real_3: 0.20133745670318604 (0.22532462309568357) | > loss_disc_real_4: 0.22966450452804565 (0.23116511030074877) | > loss_disc_real_5: 0.2143467515707016 (0.22279565647626534) | > loss_0: 2.31276798248291 (2.339313892217783) | > grad_norm_0: tensor(12.6331, device='cuda:0') (tensor(8.6456, device='cuda:0')) | > loss_gen: 2.593923807144165 (2.4924302223401194) | > loss_kl: 2.065093517303467 (1.9610209037096074) | > loss_feat: 8.028727531433105 (6.974772587800637) | > loss_mel: 17.26585578918457 (17.56445288046813) | > loss_duration: 2.0021121501922607 (2.0189006328582764) | > loss_1: 31.955711364746094 (31.01157711713742) | > grad_norm_1: tensor(88.5005, device='cuda:0') (tensor(87.8193, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3606 (0.36189901523101026) | > loader_time: 0.0033 (0.003291191198886969)  --> TIME: 2024-06-11 22:14:03 -- STEP: 64/330 -- GLOBAL_STEP: 319725 | > loss_disc: 2.2496790885925293 (2.3608699813485146) | > loss_disc_real_0: 0.09887613356113434 (0.11061024118680507) | > loss_disc_real_1: 0.19367311894893646 (0.1994231166318059) | > loss_disc_real_2: 0.2138533741235733 (0.2107938388362527) | > loss_disc_real_3: 0.2373187243938446 (0.23019028012640774) | > loss_disc_real_4: 0.22480140626430511 (0.23380741430446506) | > loss_disc_real_5: 0.21069851517677307 (0.22419244586490095) | > loss_0: 2.2496790885925293 (2.3608699813485146) | > grad_norm_0: tensor(13.9437, device='cuda:0') (tensor(9.8239, device='cuda:0')) | > loss_gen: 2.4263052940368652 (2.4823597036302094) | > loss_kl: 2.2048182487487793 (1.9572218842804432) | > loss_feat: 7.479522228240967 (6.987319879233837) | > loss_mel: 17.776939392089844 (17.55810943245889) | > loss_duration: 1.9806019067764282 (2.002039540559053) | > loss_1: 31.868188858032227 (30.987050503492355) | > grad_norm_1: tensor(262.5612, device='cuda:0') (tensor(101.9865, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.365 (0.3630951941013336) | > loader_time: 0.0035 (0.003435533493757248)  --> TIME: 2024-06-11 22:14:13 -- STEP: 89/330 -- GLOBAL_STEP: 319750 | > loss_disc: 2.3986470699310303 (2.3568465656109066) | > loss_disc_real_0: 0.12308526039123535 (0.11205393243371771) | > loss_disc_real_1: 0.1790022850036621 (0.19824869914001295) | > loss_disc_real_2: 0.2099854201078415 (0.21047473288653942) | > loss_disc_real_3: 0.21436986327171326 (0.22876678792278418) | > loss_disc_real_4: 0.2545464038848877 (0.23194563589738995) | > loss_disc_real_5: 0.24209840595722198 (0.2226248492350739) | > loss_0: 2.3986470699310303 (2.3568465656109066) | > grad_norm_0: tensor(13.7902, device='cuda:0') (tensor(10.5284, device='cuda:0')) | > loss_gen: 2.3878819942474365 (2.478847484910087) | > loss_kl: 1.9929367303848267 (1.9686791628934024) | > loss_feat: 6.537818908691406 (6.967907819855079) | > loss_mel: 17.436071395874023 (17.446822198589203) | > loss_duration: 2.0027127265930176 (1.9955092333675768) | > loss_1: 30.357421875 (30.857765947834828) | > grad_norm_1: tensor(246.4791, device='cuda:0') (tensor(115.1523, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3659 (0.3641441457726982) | > loader_time: 0.0037 (0.003539639912294538)  --> TIME: 2024-06-11 22:14:22 -- STEP: 114/330 -- GLOBAL_STEP: 319775 | > loss_disc: 2.3420298099517822 (2.3598491539034927) | > loss_disc_real_0: 0.10201971977949142 (0.11331824664222567) | > loss_disc_real_1: 0.17453426122665405 (0.1978092367450396) | > loss_disc_real_2: 0.20743240416049957 (0.21053142100572586) | > loss_disc_real_3: 0.21065858006477356 (0.22886142539873458) | > loss_disc_real_4: 0.19802087545394897 (0.23202701017521976) | > loss_disc_real_5: 0.20374315977096558 (0.22335630746787055) | > loss_0: 2.3420298099517822 (2.3598491539034927) | > grad_norm_0: tensor(5.4383, device='cuda:0') (tensor(10.4139, device='cuda:0')) | > loss_gen: 2.5217909812927246 (2.474033500018874) | > loss_kl: 2.0410287380218506 (1.9721735527640896) | > loss_feat: 7.748571395874023 (6.990856823168303) | > loss_mel: 18.240541458129883 (17.447354651334) | > loss_duration: 2.0154058933258057 (1.9961382213391754) | > loss_1: 32.56734085083008 (30.88055674235026) | > grad_norm_1: tensor(55.1437, device='cuda:0') (tensor(120.6242, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3701 (0.36471097092879445) | > loader_time: 0.0045 (0.003625698256910893)  --> TIME: 2024-06-11 22:14:32 -- STEP: 139/330 -- GLOBAL_STEP: 319800 | > loss_disc: 2.391418218612671 (2.366783636079418) | > loss_disc_real_0: 0.10171893239021301 (0.11449329056542554) | > loss_disc_real_1: 0.1599070280790329 (0.19776178081687407) | > loss_disc_real_2: 0.2174665629863739 (0.21097870975089586) | > loss_disc_real_3: 0.21683375537395477 (0.22946824540766023) | > loss_disc_real_4: 0.2080385535955429 (0.2315902824667718) | > loss_disc_real_5: 0.1722496896982193 (0.22358959387961053) | > loss_0: 2.391418218612671 (2.366783636079418) | > grad_norm_0: tensor(14.4844, device='cuda:0') (tensor(10.2952, device='cuda:0')) | > loss_gen: 2.4264581203460693 (2.470637798309327) | > loss_kl: 2.0307624340057373 (1.9852785901199999) | > loss_feat: 6.67479133605957 (6.974031362602179) | > loss_mel: 17.696746826171875 (17.455953104032893) | > loss_duration: 2.0629754066467285 (2.001326952906821) | > loss_1: 30.891735076904297 (30.88722780625597) | > grad_norm_1: tensor(96.1785, device='cuda:0') (tensor(112.9524, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3682 (0.36792676911937244) | > loader_time: 0.0046 (0.003735564595503773)  --> TIME: 2024-06-11 22:14:42 -- STEP: 164/330 -- GLOBAL_STEP: 319825 | > loss_disc: 2.5417025089263916 (2.3660802085225177) | > loss_disc_real_0: 0.1982591450214386 (0.11529846848329393) | > loss_disc_real_1: 0.2560063302516937 (0.19773256887749927) | > loss_disc_real_2: 0.21420353651046753 (0.21092693198744844) | > loss_disc_real_3: 0.23014436662197113 (0.22895570017579125) | > loss_disc_real_4: 0.22635847330093384 (0.23133104848789005) | > loss_disc_real_5: 0.2222779095172882 (0.22351444067388052) | > loss_0: 2.5417025089263916 (2.3660802085225177) | > grad_norm_0: tensor(14.6109, device='cuda:0') (tensor(10.1308, device='cuda:0')) | > loss_gen: 2.399878978729248 (2.470983646264891) | > loss_kl: 1.9725295305252075 (1.9935668256224655) | > loss_feat: 6.6770243644714355 (6.981288089984801) | > loss_mel: 16.824695587158203 (17.40914105787511) | > loss_duration: 2.084974765777588 (2.005342719031544) | > loss_1: 29.959104537963867 (30.860322312610904) | > grad_norm_1: tensor(108.8661, device='cuda:0') (tensor(108.3936, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3729 (0.369758541991071) | > loader_time: 0.0043 (0.0038512828873424995)  --> TIME: 2024-06-11 22:14:52 -- STEP: 189/330 -- GLOBAL_STEP: 319850 | > loss_disc: 2.2887916564941406 (2.3694000736115473) | > loss_disc_real_0: 0.13467226922512054 (0.11651713334063374) | > loss_disc_real_1: 0.18635447323322296 (0.19833264961129143) | > loss_disc_real_2: 0.2022254914045334 (0.21139505434603917) | > loss_disc_real_3: 0.22203658521175385 (0.2293017949692156) | > loss_disc_real_4: 0.22490881383419037 (0.23147151473338012) | > loss_disc_real_5: 0.229421466588974 (0.22387909818263285) | > loss_0: 2.2887916564941406 (2.3694000736115473) | > grad_norm_0: tensor(19.1061, device='cuda:0') (tensor(10.0475, device='cuda:0')) | > loss_gen: 2.4114692211151123 (2.4667595454624722) | > loss_kl: 2.133406162261963 (1.9972149701345534) | > loss_feat: 6.550776958465576 (6.976898644967054) | > loss_mel: 16.598726272583008 (17.389108511505945) | > loss_duration: 2.0833587646484375 (2.0127086424953733) | > loss_1: 29.77773666381836 (30.842690331595286) | > grad_norm_1: tensor(126.6770, device='cuda:0') (tensor(105.2905, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3886 (0.37225930400626367) | > loader_time: 0.0051 (0.00395693097795759)  --> TIME: 2024-06-11 22:15:02 -- STEP: 214/330 -- GLOBAL_STEP: 319875 | > loss_disc: 2.462909460067749 (2.371954258357254) | > loss_disc_real_0: 0.11361064016819 (0.11843990684251919) | > loss_disc_real_1: 0.1964702308177948 (0.1981299908779492) | > loss_disc_real_2: 0.2046673744916916 (0.21103584320745736) | > loss_disc_real_3: 0.22023892402648926 (0.2294013562882058) | > loss_disc_real_4: 0.2460341900587082 (0.23153835945875845) | > loss_disc_real_5: 0.22675582766532898 (0.2239520255928842) | > loss_0: 2.462909460067749 (2.371954258357254) | > grad_norm_0: tensor(6.6121, device='cuda:0') (tensor(10.5998, device='cuda:0')) | > loss_gen: 2.3551406860351562 (2.4641815624504444) | > loss_kl: 1.9069751501083374 (2.0003515064159276) | > loss_feat: 6.422115325927734 (6.967694966592521) | > loss_mel: 16.899139404296875 (17.34736341405138) | > loss_duration: 2.1311211585998535 (2.020413394286254) | > loss_1: 29.71449089050293 (30.80000484323947) | > grad_norm_1: tensor(138.4616, device='cuda:0') (tensor(111.6042, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.3945 (0.37485577792764824) | > loader_time: 0.0052 (0.004069776178520418)  --> TIME: 2024-06-11 22:15:12 -- STEP: 239/330 -- GLOBAL_STEP: 319900 | > loss_disc: 2.2758002281188965 (2.370633101363562) | > loss_disc_real_0: 0.1015646755695343 (0.1191862477418269) | > loss_disc_real_1: 0.17353707551956177 (0.19803009447193545) | > loss_disc_real_2: 0.20319336652755737 (0.21059438735870137) | > loss_disc_real_3: 0.21951031684875488 (0.22918113224426573) | > loss_disc_real_4: 0.21279995143413544 (0.2311373644792884) | > loss_disc_real_5: 0.19683608412742615 (0.22370171478353287) | > loss_0: 2.2758002281188965 (2.370633101363562) | > grad_norm_0: tensor(9.6442, device='cuda:0') (tensor(12.1739, device='cuda:0')) | > loss_gen: 2.5879156589508057 (2.4644536283724476) | > loss_kl: 1.9639201164245605 (2.003831664388648) | > loss_feat: 7.3166117668151855 (6.9591156408876556) | > loss_mel: 17.537158966064453 (17.30856332419806) | > loss_duration: 2.065861225128174 (2.0290239276247544) | > loss_1: 31.471467971801758 (30.764988192953325) | > grad_norm_1: tensor(246.9961, device='cuda:0') (tensor(132.2151, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.4191 (0.37879723983828495) | > loader_time: 0.0062 (0.0041927423437270175)  --> TIME: 2024-06-11 22:15:24 -- STEP: 264/330 -- GLOBAL_STEP: 319925 | > loss_disc: 2.294590950012207 (2.3745079419829636) | > loss_disc_real_0: 0.1273011416196823 (0.1201539317033056) | > loss_disc_real_1: 0.21974995732307434 (0.198672691360116) | > loss_disc_real_2: 0.17837093770503998 (0.21124798273949913) | > loss_disc_real_3: 0.21780864894390106 (0.2294632987203923) | > loss_disc_real_4: 0.2445267289876938 (0.23078053546222774) | > loss_disc_real_5: 0.21842408180236816 (0.22366924482313072) | > loss_0: 2.294590950012207 (2.3745079419829636) | > grad_norm_0: tensor(34.8687, device='cuda:0') (tensor(14.0008, device='cuda:0')) | > loss_gen: 2.7168750762939453 (2.468494107325872) | > loss_kl: 2.099372625350952 (2.009091375903649) | > loss_feat: 7.385084629058838 (6.968724458506613) | > loss_mel: 17.43253517150879 (17.28401108582814) | > loss_duration: 2.1493659019470215 (2.037168240005321) | > loss_1: 31.783233642578125 (30.76748928156766) | > grad_norm_1: tensor(572.4769, device='cuda:0') (tensor(155.5100, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.4507 (0.3845180932319526) | > loader_time: 0.0064 (0.004362584966601749)  --> TIME: 2024-06-11 22:15:35 -- STEP: 289/330 -- GLOBAL_STEP: 319950 | > loss_disc: 2.4520070552825928 (2.376691009759079) | > loss_disc_real_0: 0.06729604303836823 (0.12165763128587531) | > loss_disc_real_1: 0.19141164422035217 (0.19910989918304556) | > loss_disc_real_2: 0.21746891736984253 (0.2114830989016794) | > loss_disc_real_3: 0.23434360325336456 (0.2292616969058258) | > loss_disc_real_4: 0.25003641843795776 (0.23109539152222938) | > loss_disc_real_5: 0.242675319314003 (0.22289261160012352) | > loss_0: 2.4520070552825928 (2.376691009759079) | > grad_norm_0: tensor(60.4916, device='cuda:0') (tensor(17.4676, device='cuda:0')) | > loss_gen: 2.3486030101776123 (2.4745199614330144) | > loss_kl: 2.0372345447540283 (2.015108205455397) | > loss_feat: 6.836383819580078 (6.989129427807553) | > loss_mel: 16.465381622314453 (17.255886166978456) | > loss_duration: 2.2021474838256836 (2.0470924847678753) | > loss_1: 29.889751434326172 (30.781736288103676) | > grad_norm_1: tensor(484.6494, device='cuda:0') (tensor(184.7654, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.453 (0.39076250729676343) | > loader_time: 0.0067 (0.004541594264416547)  --> TIME: 2024-06-11 22:15:48 -- STEP: 314/330 -- GLOBAL_STEP: 319975 | > loss_disc: 2.506121873855591 (2.3805143127016204) | > loss_disc_real_0: 0.09965559095144272 (0.12265628917961363) | > loss_disc_real_1: 0.18472367525100708 (0.19960641172850968) | > loss_disc_real_2: 0.20040348172187805 (0.2117022633267816) | > loss_disc_real_3: 0.20308224856853485 (0.22976147786826845) | > loss_disc_real_4: 0.22390173375606537 (0.23137251420575347) | > loss_disc_real_5: 0.21495302021503448 (0.22270675615710062) | > loss_0: 2.506121873855591 (2.3805143127016204) | > grad_norm_0: tensor(29.8461, device='cuda:0') (tensor(18.9758, device='cuda:0')) | > loss_gen: 2.225785732269287 (2.4704164987916393) | > loss_kl: 2.10514497756958 (2.019917736767204) | > loss_feat: 6.982052326202393 (6.9888063403451515) | > loss_mel: 16.37148666381836 (17.20160405347301) | > loss_duration: 2.256098985671997 (2.0601770870245195) | > loss_1: 29.940568923950195 (30.74092178587701) | > grad_norm_1: tensor(290.1279, device='cuda:0') (tensor(206.2999, device='cuda:0')) | > current_lr_0: 0.0001831969643051374 | > current_lr_1: 0.0001831969643051374 | > step_time: 0.5246 (0.39923865855879087) | > loader_time: 0.0082 (0.004758371669016066)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.870912790298462 (2.870912790298462) | > loss_disc_real_0: 0.23025991022586823 (0.23025991022586823) | > loss_disc_real_1: 0.2524806559085846 (0.2524806559085846) | > loss_disc_real_2: 0.2866504490375519 (0.2866504490375519) | > loss_disc_real_3: 0.3131866455078125 (0.3131866455078125) | > loss_disc_real_4: 0.29204750061035156 (0.29204750061035156) | > loss_disc_real_5: 0.26172202825546265 (0.26172202825546265) | > loss_0: 2.870912790298462 (2.870912790298462) | > loss_gen: 2.199206829071045 (2.199206829071045) | > loss_kl: 2.1964266300201416 (2.1964266300201416) | > loss_feat: 5.122260570526123 (5.122260570526123) | > loss_mel: 14.315046310424805 (14.315046310424805) | > loss_duration: 3.1095852851867676 (3.1095852851867676) | > loss_1: 26.94252586364746 (26.94252586364746)  --> STEP: 1 | > loss_disc: 2.490463972091675 (2.490463972091675) | > loss_disc_real_0: 0.13953062891960144 (0.13953062891960144) | > loss_disc_real_1: 0.22553673386573792 (0.22553673386573792) | > loss_disc_real_2: 0.19677037000656128 (0.19677037000656128) | > loss_disc_real_3: 0.2946014404296875 (0.2946014404296875) | > loss_disc_real_4: 0.32887423038482666 (0.32887423038482666) | > loss_disc_real_5: 0.26313912868499756 (0.26313912868499756) | > loss_0: 2.490463972091675 (2.490463972091675) | > loss_gen: 2.4574906826019287 (2.4574906826019287) | > loss_kl: 3.0895729064941406 (3.0895729064941406) | > loss_feat: 6.62783145904541 (6.62783145904541) | > loss_mel: 17.143625259399414 (17.143625259399414) | > loss_duration: 2.4457755088806152 (2.4457755088806152) | > loss_1: 31.764297485351562 (31.764297485351562)  --> STEP: 2 | > loss_disc: 2.399714231491089 (2.445089101791382) | > loss_disc_real_0: 0.21230420470237732 (0.17591741681098938) | > loss_disc_real_1: 0.1925809532403946 (0.20905884355306625) | > loss_disc_real_2: 0.18520435690879822 (0.19098736345767975) | > loss_disc_real_3: 0.26755714416503906 (0.2810792922973633) | > loss_disc_real_4: 0.2595277428627014 (0.29420098662376404) | > loss_disc_real_5: 0.29099351167678833 (0.27706632018089294) | > loss_0: 2.399714231491089 (2.445089101791382) | > loss_gen: 2.622781276702881 (2.540135979652405) | > loss_kl: 3.438142776489258 (3.263857841491699) | > loss_feat: 5.519527435302734 (6.073679447174072) | > loss_mel: 18.275556564331055 (17.709590911865234) | > loss_duration: 2.4047231674194336 (2.4252493381500244) | > loss_1: 32.2607307434082 (32.01251411437988)  --> STEP: 3 | > loss_disc: 2.316150665283203 (2.4021096229553223) | > loss_disc_real_0: 0.11843240261077881 (0.1567557454109192) | > loss_disc_real_1: 0.14215902984142303 (0.18675890564918518) | > loss_disc_real_2: 0.18161262571811676 (0.1878624508778254) | > loss_disc_real_3: 0.2694787383079529 (0.2772124409675598) | > loss_disc_real_4: 0.26780304312705994 (0.28540167212486267) | > loss_disc_real_5: 0.2536733150482178 (0.26926865180333454) | > loss_0: 2.316150665283203 (2.4021096229553223) | > loss_gen: 2.5237457752227783 (2.534672578175863) | > loss_kl: 3.7305281162261963 (3.4194145997365317) | > loss_feat: 6.075266361236572 (6.074208418528239) | > loss_mel: 15.99108600616455 (17.13675594329834) | > loss_duration: 2.4421513080596924 (2.4308833281199136) | > loss_1: 30.762779235839844 (31.595935821533203)  --> STEP: 4 | > loss_disc: 2.3806722164154053 (2.396750271320343) | > loss_disc_real_0: 0.2873522639274597 (0.18940487504005432) | > loss_disc_real_1: 0.20054785907268524 (0.1902061440050602) | > loss_disc_real_2: 0.19352905452251434 (0.18927910178899765) | > loss_disc_real_3: 0.26754793524742126 (0.2747963145375252) | > loss_disc_real_4: 0.1505090892314911 (0.2516785264015198) | > loss_disc_real_5: 0.18252597749233246 (0.24758298322558403) | > loss_0: 2.3806722164154053 (2.396750271320343) | > loss_gen: 2.4690446853637695 (2.5182656049728394) | > loss_kl: 3.078883647918701 (3.334281861782074) | > loss_feat: 8.173723220825195 (6.599087119102478) | > loss_mel: 19.1146240234375 (17.63122296333313) | > loss_duration: 2.3421883583068848 (2.4087095856666565) | > loss_1: 35.178466796875 (32.49156856536865)  --> STEP: 5 | > loss_disc: 2.2373688220977783 (2.36487398147583) | > loss_disc_real_0: 0.13780879974365234 (0.17908565998077391) | > loss_disc_real_1: 0.160116046667099 (0.18418812453746797) | > loss_disc_real_2: 0.2530194818973541 (0.20202717781066895) | > loss_disc_real_3: 0.19985635578632355 (0.25980832278728483) | > loss_disc_real_4: 0.2835644781589508 (0.258055716753006) | > loss_disc_real_5: 0.17778009176254272 (0.23362240493297576) | > loss_0: 2.2373688220977783 (2.36487398147583) | > loss_gen: 2.4960033893585205 (2.5138131618499755) | > loss_kl: 2.601823329925537 (3.1877901554107666) | > loss_feat: 6.048863410949707 (6.4890423774719235) | > loss_mel: 18.6927433013916 (17.843527030944824) | > loss_duration: 2.327387809753418 (2.3924452304840087) | > loss_1: 32.16682052612305 (32.42661895751953)  --> STEP: 6 | > loss_disc: 2.167102336883545 (2.331912040710449) | > loss_disc_real_0: 0.11684547364711761 (0.1687122955918312) | > loss_disc_real_1: 0.17211441695690155 (0.18217583994070688) | > loss_disc_real_2: 0.18027706444263458 (0.19840215891599655) | > loss_disc_real_3: 0.2473275363445282 (0.2577281917134921) | > loss_disc_real_4: 0.23725806176662445 (0.2545894409219424) | > loss_disc_real_5: 0.22574949264526367 (0.23231025288502374) | > loss_0: 2.167102336883545 (2.331912040710449) | > loss_gen: 2.5965986251831055 (2.527610739072164) | > loss_kl: 3.155042886734009 (3.1823322772979736) | > loss_feat: 7.455574035644531 (6.650130987167358) | > loss_mel: 19.097864151000977 (18.05258321762085) | > loss_duration: 2.2099547386169434 (2.3620301485061646) | > loss_1: 34.51503372192383 (32.77468808492025)  --> STEP: 7 | > loss_disc: 2.7573401927948 (2.3926874910082137) | > loss_disc_real_0: 0.2613082528114319 (0.1819402894803456) | > loss_disc_real_1: 0.3047225773334503 (0.1996825167110988) | > loss_disc_real_2: 0.23171402513980865 (0.2031609969479697) | > loss_disc_real_3: 0.3767477869987488 (0.2747309910399573) | > loss_disc_real_4: 0.29522380232810974 (0.260394349694252) | > loss_disc_real_5: 0.3075394332408905 (0.24305727865014756) | > loss_0: 2.7573401927948 (2.3926874910082137) | > loss_gen: 2.6142194271087646 (2.539983408791678) | > loss_kl: 4.636860370635986 (3.3901220049176897) | > loss_feat: 3.6556150913238525 (6.222343002046857) | > loss_mel: 16.957172393798828 (17.896095957074845) | > loss_duration: 2.48299503326416 (2.3793108463287354) | > loss_1: 30.34686279296875 (32.427855900355745)  --> STEP: 8 | > loss_disc: 2.5680243968963623 (2.414604604244232) | > loss_disc_real_0: 0.30275434255599976 (0.19704204611480236) | > loss_disc_real_1: 0.19516098499298096 (0.19911732524633408) | > loss_disc_real_2: 0.1793268918991089 (0.2001817338168621) | > loss_disc_real_3: 0.29484471678733826 (0.27724520675837994) | > loss_disc_real_4: 0.2667345404624939 (0.26118687354028225) | > loss_disc_real_5: 0.27628248929977417 (0.2472104299813509) | > loss_0: 2.5680243968963623 (2.414604604244232) | > loss_gen: 2.6500391960144043 (2.553740382194519) | > loss_kl: 2.970412492752075 (3.337658315896988) | > loss_feat: 6.450297832489014 (6.250837355852127) | > loss_mel: 16.086715698242188 (17.669923424720764) | > loss_duration: 2.27413010597229 (2.3661632537841797) | > loss_1: 30.431596755981445 (32.17832350730896)  --> STEP: 9 | > loss_disc: 2.457089900970459 (2.4193251927693686) | > loss_disc_real_0: 0.1822359263896942 (0.19539692170090145) | > loss_disc_real_1: 0.25328925251960754 (0.20513642827669779) | > loss_disc_real_2: 0.13892342150211334 (0.1933752546707789) | > loss_disc_real_3: 0.28620022535324097 (0.2782402088244756) | > loss_disc_real_4: 0.31033122539520264 (0.2666473570797179) | > loss_disc_real_5: 0.2230949103832245 (0.2445309278037813) | > loss_0: 2.457089900970459 (2.4193251927693686) | > loss_gen: 2.7022416591644287 (2.5702405240800648) | > loss_kl: 2.5854012966156006 (3.2540742026435003) | > loss_feat: 10.85180950164795 (6.762056483162774) | > loss_mel: 16.864288330078125 (17.580408414204914) | > loss_duration: 2.188523769378662 (2.3464255332946777) | > loss_1: 35.1922607421875 (32.513205422295464)  --> STEP: 10 | > loss_disc: 2.5852739810943604 (2.435920071601868) | > loss_disc_real_0: 0.18349266052246094 (0.19420649558305741) | > loss_disc_real_1: 0.21595950424671173 (0.20621873587369918) | > loss_disc_real_2: 0.23056381940841675 (0.1970941111445427) | > loss_disc_real_3: 0.28942546248435974 (0.27935873419046403) | > loss_disc_real_4: 0.34173423051834106 (0.27415604442358016) | > loss_disc_real_5: 0.21722213923931122 (0.24180004894733428) | > loss_0: 2.5852739810943604 (2.435920071601868) | > loss_gen: 2.2974822521209717 (2.5429646968841553) | > loss_kl: 2.5981667041778564 (3.188483452796936) | > loss_feat: 4.64785623550415 (6.550636458396911) | > loss_mel: 14.160415649414062 (17.23840913772583) | > loss_duration: 2.3217577934265137 (2.3439587593078612) | > loss_1: 26.025678634643555 (31.864452743530272)  --> STEP: 11 | > loss_disc: 2.496415376663208 (2.441419644789262) | > loss_disc_real_0: 0.17323562502861023 (0.1923000528053804) | > loss_disc_real_1: 0.18797942996025085 (0.2045606171542948) | > loss_disc_real_2: 0.3015390634536743 (0.20658910680900922) | > loss_disc_real_3: 0.31727463006973267 (0.28280563381585205) | > loss_disc_real_4: 0.24766622483730316 (0.2717478790066459) | > loss_disc_real_5: 0.2754497230052948 (0.2448591102253307) | > loss_0: 2.496415376663208 (2.441419644789262) | > loss_gen: 2.4715702533721924 (2.5364742929285224) | > loss_kl: 3.7823734283447266 (3.242473450574008) | > loss_feat: 5.571156024932861 (6.461592782627452) | > loss_mel: 17.010618209838867 (17.21770087155429) | > loss_duration: 2.533942222595215 (2.361229983243075) | > loss_1: 31.369659423828125 (31.81947153264826)  --> STEP: 12 | > loss_disc: 2.416670560836792 (2.4393572211265564) | > loss_disc_real_0: 0.11001642048358917 (0.1854430834452311) | > loss_disc_real_1: 0.28372129797935486 (0.21115734055638313) | > loss_disc_real_2: 0.30978599190711975 (0.21518884723385176) | > loss_disc_real_3: 0.26196953654289246 (0.28106929237643874) | > loss_disc_real_4: 0.25094249844551086 (0.27001409729321796) | > loss_disc_real_5: 0.19640086591243744 (0.24082092319925627) | > loss_0: 2.416670560836792 (2.4393572211265564) | > loss_gen: 2.6858174800872803 (2.5489195585250854) | > loss_kl: 2.594560146331787 (3.1884806752204895) | > loss_feat: 6.16887092590332 (6.437199294567108) | > loss_mel: 16.81928062438965 (17.18449918429057) | > loss_duration: 2.294745445251465 (2.355689605077108) | > loss_1: 30.563274383544922 (31.71478843688965)  --> STEP: 13 | > loss_disc: 2.700814962387085 (2.459469355069674) | > loss_disc_real_0: 0.2440313994884491 (0.18994987698701712) | > loss_disc_real_1: 0.25590434670448303 (0.21459941795239082) | > loss_disc_real_2: 0.24036012589931488 (0.2171250994388874) | > loss_disc_real_3: 0.29838111996650696 (0.28240097142182863) | > loss_disc_real_4: 0.22137396037578583 (0.26627254829956937) | > loss_disc_real_5: 0.3552186191082001 (0.2496207459614827) | > loss_0: 2.700814962387085 (2.459469355069674) | > loss_gen: 2.5192513465881348 (2.546637388376089) | > loss_kl: 3.1421308517456055 (3.18491530418396) | > loss_feat: 5.512026786804199 (6.366032178585346) | > loss_mel: 15.500564575195312 (17.0549657528217) | > loss_duration: 2.247551202774048 (2.3473712664384108) | > loss_1: 28.921524047851562 (31.49992194542518)  --> STEP: 14 | > loss_disc: 2.413968086242676 (2.456219264439174) | > loss_disc_real_0: 0.15091463923454285 (0.18716164571898325) | > loss_disc_real_1: 0.16456735134124756 (0.21102569890873774) | > loss_disc_real_2: 0.1840118020772934 (0.21475986391305923) | > loss_disc_real_3: 0.2526337802410126 (0.28027474348034176) | > loss_disc_real_4: 0.32446521520614624 (0.2704291673643248) | > loss_disc_real_5: 0.2779759466648102 (0.2516461174402918) | > loss_0: 2.413968086242676 (2.456219264439174) | > loss_gen: 2.556441307067871 (2.547337668282645) | > loss_kl: 3.729525089263916 (3.2238160031182423) | > loss_feat: 7.918490409851074 (6.4769220522471835) | > loss_mel: 18.014488220214844 (17.123503071921213) | > loss_duration: 2.4209675788879395 (2.3526281458990916) | > loss_1: 34.63991165161133 (31.724206924438477)  --> STEP: 15 | > loss_disc: 2.3381996154785156 (2.448351287841797) | > loss_disc_real_0: 0.18827201426029205 (0.18723567028840382) | > loss_disc_real_1: 0.2048851102590561 (0.2106163263320923) | > loss_disc_real_2: 0.23011209070682526 (0.2157833456993103) | > loss_disc_real_3: 0.18439346551895142 (0.27388265828291575) | > loss_disc_real_4: 0.20742137730121613 (0.26622864802678425) | > loss_disc_real_5: 0.15717293322086334 (0.24534790515899657) | > loss_0: 2.3381996154785156 (2.448351287841797) | > loss_gen: 2.3200583457946777 (2.532185713450114) | > loss_kl: 4.278172016143799 (3.294106403986613) | > loss_feat: 7.31181526184082 (6.532581599553426) | > loss_mel: 15.57997989654541 (17.020601526896158) | > loss_duration: 2.4124066829681396 (2.3566133817036947) | > loss_1: 31.902433395385742 (31.736088689168295)  --> STEP: 16 | > loss_disc: 2.5220067501068115 (2.4529547542333603) | > loss_disc_real_0: 0.21663323044776917 (0.18907301779836416) | > loss_disc_real_1: 0.3758763372898102 (0.22094507701694965) | > loss_disc_real_2: 0.20028147101402283 (0.21481447853147984) | > loss_disc_real_3: 0.33659836649894714 (0.2778023900464177) | > loss_disc_real_4: 0.271376371383667 (0.26655038073658943) | > loss_disc_real_5: 0.2062799632549286 (0.24290615878999233) | > loss_0: 2.5220067501068115 (2.4529547542333603) | > loss_gen: 2.776005268096924 (2.5474244356155396) | > loss_kl: 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(2.362698835485122) | > loss_1: 30.725830078125 (31.738936143762924)  --> STEP: 18 | > loss_disc: 2.7532143592834473 (2.469437003135681) | > loss_disc_real_0: 0.10731055587530136 (0.18345977655715412) | > loss_disc_real_1: 0.3629811108112335 (0.22996863971153894) | > loss_disc_real_2: 0.1466524749994278 (0.2144828877515263) | > loss_disc_real_3: 0.2832118272781372 (0.27626021206378937) | > loss_disc_real_4: 0.33342888951301575 (0.26729867027865517) | > loss_disc_real_5: 0.3011540472507477 (0.24743512603971693) | > loss_0: 2.7532143592834473 (2.469437003135681) | > loss_gen: 2.32529354095459 (2.52972948551178) | > loss_kl: 3.084228277206421 (3.2141699526045056) | > loss_feat: 8.665535926818848 (6.717488884925842) | > loss_mel: 17.861225128173828 (17.057073805067276) | > loss_duration: 2.267759323120117 (2.3574244181315103) | > loss_1: 34.20404052734375 (31.875886387295193)  --> STEP: 19 | > loss_disc: 2.6949868202209473 (2.481308046140169) | > loss_disc_real_0: 0.20543691515922546 (0.1846164680625263) | > loss_disc_real_1: 0.18755820393562317 (0.22773651151280655) | > loss_disc_real_2: 0.20063820481300354 (0.21375422022844615) | > loss_disc_real_3: 0.39039674401283264 (0.28226739795584427) | > loss_disc_real_4: 0.3513890206813812 (0.2717244781945881) | > loss_disc_real_5: 0.3192753791809082 (0.25121619199451645) | > loss_0: 2.6949868202209473 (2.481308046140169) | > loss_gen: 2.4260494709014893 (2.524272642637554) | > loss_kl: 2.4646594524383545 (3.1747220315431295) | > loss_feat: 6.550707817077637 (6.708710933986463) | > loss_mel: 16.790359497070312 (17.04303620990954) | > loss_duration: 2.3392159938812256 (2.3564660800130746) | > loss_1: 30.570993423461914 (31.807207810251338)  --> STEP: 20 | > loss_disc: 2.530879497528076 (2.4837866187095643) | > loss_disc_real_0: 0.2281690239906311 (0.18679409585893153) | > loss_disc_real_1: 0.279001384973526 (0.2302997551858425) | > loss_disc_real_2: 0.25072067975997925 (0.2156025432050228) | > loss_disc_real_3: 0.24596856534481049 (0.2804524563252926) | > loss_disc_real_4: 0.2571222484111786 (0.27099436670541766) | > loss_disc_real_5: 0.23332229256629944 (0.2503214970231056) | > loss_0: 2.530879497528076 (2.4837866187095643) | > loss_gen: 2.5390751361846924 (2.525012767314911) | > loss_kl: 2.6565945148468018 (3.148815655708313) | > loss_feat: 4.678073406219482 (6.607179057598114) | > loss_mel: 18.737642288208008 (17.127766513824465) | > loss_duration: 2.304615020751953 (2.3538735270500184) | > loss_1: 30.91600227355957 (31.762647533416747)  --> STEP: 21 | > loss_disc: 2.399421453475952 (2.479769229888916) | > loss_disc_real_0: 0.14581984281539917 (0.18484294095209666) | > loss_disc_real_1: 0.18652097880840302 (0.22821505154882157) | > loss_disc_real_2: 0.25585174560546875 (0.21751917189075834) | > loss_disc_real_3: 0.29923000931739807 (0.28134662551539286) | > loss_disc_real_4: 0.22684626281261444 (0.26889207604385557) | > loss_disc_real_5: 0.2524741291999817 (0.2504240033172425) | > loss_0: 2.399421453475952 (2.479769229888916) | > loss_gen: 2.4776089191436768 (2.522755441211519) | > loss_kl: 2.3645148277282715 (3.1114679972330728) | > loss_feat: 5.483678340911865 (6.553679023470197) | > loss_mel: 14.813383102416992 (17.017557779947918) | > loss_duration: 2.1942861080169678 (2.3462741261436824) | > loss_1: 27.333471298217773 (31.551734379359655)  --> STEP: 22 | > loss_disc: 2.0200552940368652 (2.458873141895641) | > loss_disc_real_0: 0.059511467814445496 (0.17914605580947615) | > loss_disc_real_1: 0.20625023543834686 (0.22721665081652728) | > loss_disc_real_2: 0.15707768499851227 (0.21477183157747443) | > loss_disc_real_3: 0.20633941888809204 (0.2779372070323337) | > loss_disc_real_4: 0.24423974752426147 (0.2677715156566013) | > loss_disc_real_5: 0.19826456904411316 (0.2480531199411912) | > loss_0: 2.0200552940368652 (2.458873141895641) | > loss_gen: 2.7221627235412598 (2.5318194085901435) | > loss_kl: 2.4440011978149414 (3.0811285972595215) | > loss_feat: 9.915989875793457 (6.706511334939436) | > loss_mel: 18.56532096862793 (17.087910652160645) | > loss_duration: 2.1946210861206055 (2.3393808061426333) | > loss_1: 35.842098236083984 (31.746750918301668)  --> STEP: 23 | > loss_disc: 2.4262356758117676 (2.4574541216311245) | > loss_disc_real_0: 0.22477681934833527 (0.1811300020502961) | > loss_disc_real_1: 0.20403970777988434 (0.22620895764102106) | > loss_disc_real_2: 0.21779920160770416 (0.21490345636139746) | > loss_disc_real_3: 0.27416184544563293 (0.2777730608763902) | > loss_disc_real_4: 0.2722938358783722 (0.26796813827493915) | > loss_disc_real_5: 0.31519851088523865 (0.25097248476484546) | > loss_0: 2.4262356758117676 (2.4574541216311245) | > loss_gen: 2.851940155029297 (2.545737701913585) | > loss_kl: 3.0019378662109375 (3.0776855219965396) | > loss_feat: 6.192797660827637 (6.684175957804141) | > loss_mel: 18.017475128173828 (17.128326498943828) | > loss_duration: 2.2543821334838867 (2.3356852116792095) | > loss_1: 32.31853485107422 (31.77161108929178)  --> STEP: 24 | > loss_disc: 2.542771339416504 (2.4610090057055154) | > loss_disc_real_0: 0.20076008141040802 (0.1819479220236341) | > loss_disc_real_1: 0.17285864055156708 (0.22398602776229382) | > loss_disc_real_2: 0.2441166192293167 (0.2161206714808941) | > loss_disc_real_3: 0.3009658455848694 (0.2787394269059102) | > loss_disc_real_4: 0.30404213070869446 (0.2694712212930123) | > loss_disc_real_5: 0.2689189910888672 (0.25172025586167973) | > loss_0: 2.542771339416504 (2.4610090057055154) | > loss_gen: 2.5102779865264893 (2.5442602137724557) | > loss_kl: 2.2149658203125 (3.0417388677597046) | > loss_feat: 6.222999095916748 (6.664960255225499) | > loss_mel: 17.214365005493164 (17.131911436716717) | > loss_duration: 2.4316234588623047 (2.3396826386451717) | > loss_1: 30.5942325592041 (31.722553650538128)  --> STEP: 25 | > loss_disc: 2.7128467559814453 (2.4710825157165526) | > loss_disc_real_0: 0.3312858045101166 (0.1879214373230934) | > loss_disc_real_1: 0.2973748743534088 (0.22692158162593842) | > loss_disc_real_2: 0.2415199726819992 (0.2171366435289383) | > loss_disc_real_3: 0.31191807985305786 (0.28006657302379606) | > loss_disc_real_4: 0.3076891303062439 (0.2709999376535416) | > loss_disc_real_5: 0.29290884733200073 (0.25336779952049254) | > loss_0: 2.7128467559814453 (2.4710825157165526) | > loss_gen: 2.630098342895508 (2.5476937389373777) | > loss_kl: 3.254530191421509 (3.050250520706177) | > loss_feat: 6.5015740394592285 (6.658424806594849) | > loss_mel: 15.993271827697754 (17.086365852355957) | > loss_duration: 2.4495062828063965 (2.3440755844116206) | > loss_1: 30.828981399536133 (31.686810760498048)  --> STEP: 26 | > loss_disc: 2.3438000679016113 (2.4661870369544396) | > loss_disc_real_0: 0.10278843343257904 (0.1846470910196121) | > loss_disc_real_1: 0.11946763098239899 (0.22278873737041766) | > loss_disc_real_2: 0.17418287694454193 (0.21548457558338457) | > loss_disc_real_3: 0.25218304991722107 (0.2789941298273893) | > loss_disc_real_4: 0.4044606685638428 (0.27613304268855315) | > loss_disc_real_5: 0.17097462713718414 (0.2501988313519038) | > loss_0: 2.3438000679016113 (2.4661870369544396) | > loss_gen: 2.361104726791382 (2.5405172384702244) | > loss_kl: 2.315333604812622 (3.0219844854795017) | > loss_feat: 6.008333683013916 (6.633421301841736) | > loss_mel: 18.596237182617188 (17.144437826596775) | > loss_duration: 2.2624826431274414 (2.340937394362229) | > loss_1: 31.54349136352539 (31.6812984759991) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023534664740929236 (+0.00010966337644136882) | > avg_loss_disc: 2.4661870369544396 (-0.024183906041659764) | > avg_loss_disc_real_0: 0.1846470910196121 (+0.012176323395509003) | > avg_loss_disc_real_1: 0.22278873737041766 (+0.015205088716286869) | > avg_loss_disc_real_2: 0.21548457558338457 (-0.06654329884510773) | > avg_loss_disc_real_3: 0.2789941298273893 (+0.01624482182356024) | > avg_loss_disc_real_4: 0.27613304268855315 (+0.03877629339694977) | > avg_loss_disc_real_5: 0.2501988313519038 (-0.0012599338705722718) | > avg_loss_0: 2.4661870369544396 (-0.024183906041659764) | > avg_loss_gen: 2.5405172384702244 (-0.018925703488863466) | > avg_loss_kl: 3.0219844854795017 (+0.009876764737642763) | > avg_loss_feat: 6.633421301841736 (-0.3137328166228075) | > avg_loss_mel: 17.144437826596775 (+0.16483618662907773) | > avg_loss_duration: 2.340937394362229 (-0.0014910422838658732) | > avg_loss_1: 31.6812984759991 (-0.15943637261023724)  > EPOCH: 703/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:16:17)   --> TIME: 2024-06-11 22:16:22 -- STEP: 9/330 -- GLOBAL_STEP: 320000 | > loss_disc: 2.46712589263916 (2.3241458998786078) | > loss_disc_real_0: 0.14485707879066467 (0.10609545393122567) | > loss_disc_real_1: 0.16374115645885468 (0.18866301079591116) | > loss_disc_real_2: 0.18931229412555695 (0.20396442711353302) | > loss_disc_real_3: 0.23399360477924347 (0.22664742171764374) | > loss_disc_real_4: 0.21157699823379517 (0.24984179437160492) | > loss_disc_real_5: 0.25194650888442993 (0.2283339881234699) | > loss_0: 2.46712589263916 (2.3241458998786078) | > grad_norm_0: tensor(9.1247, device='cuda:0') (tensor(6.9957, device='cuda:0')) | > loss_gen: 2.274568557739258 (2.5013337665134006) | > loss_kl: 1.9884395599365234 (1.9257579909430609) | > loss_feat: 5.883395671844482 (6.6680246988932295) | > loss_mel: 17.761995315551758 (17.692200978597004) | > loss_duration: 2.0690605640411377 (2.122344546847873) | > loss_1: 29.977460861206055 (30.9096622467041) | > grad_norm_1: tensor(57.0369, device='cuda:0') (tensor(73.3708, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3705 (0.3737361431121826) | > loader_time: 0.0035 (0.0034746593899197048) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_320000.pth  --> TIME: 2024-06-11 22:16:36 -- STEP: 34/330 -- GLOBAL_STEP: 320025 | > loss_disc: 2.3679392337799072 (2.340904242852155) | > loss_disc_real_0: 0.12147925794124603 (0.10615365294849172) | > loss_disc_real_1: 0.1874748021364212 (0.19492167322074666) | > loss_disc_real_2: 0.1966579705476761 (0.20947410955148585) | > loss_disc_real_3: 0.22454127669334412 (0.2292025865000837) | > loss_disc_real_4: 0.21063131093978882 (0.23688408381798687) | > loss_disc_real_5: 0.2342802733182907 (0.22353966052041335) | > loss_0: 2.3679392337799072 (2.340904242852155) | > grad_norm_0: tensor(5.7285, device='cuda:0') (tensor(7.1596, device='cuda:0')) | > loss_gen: 2.356748580932617 (2.4779201605740715) | > loss_kl: 1.9558626413345337 (1.9777589370222652) | > loss_feat: 7.187553882598877 (6.848111250821282) | > loss_mel: 17.4809627532959 (17.49015892253202) | > loss_duration: 2.0226454734802246 (2.0231020590838273) | > loss_1: 31.003772735595703 (30.817051214330338) | > grad_norm_1: tensor(61.3158, device='cuda:0') (tensor(78.3546, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3684 (0.37343834428226247) | > loader_time: 0.0032 (0.003645483185263241)  --> TIME: 2024-06-11 22:16:46 -- STEP: 59/330 -- GLOBAL_STEP: 320050 | > loss_disc: 2.4078686237335205 (2.3514936576455328) | > loss_disc_real_0: 0.1104949563741684 (0.10954827360682569) | > loss_disc_real_1: 0.17252320051193237 (0.19767094037290348) | > loss_disc_real_2: 0.2148161083459854 (0.20869130477056666) | > loss_disc_real_3: 0.22864799201488495 (0.2300824020373619) | > loss_disc_real_4: 0.23671367764472961 (0.2344639536182759) | > loss_disc_real_5: 0.22591863572597504 (0.22126875211626795) | > loss_0: 2.4078686237335205 (2.3514936576455328) | > grad_norm_0: tensor(11.4404, device='cuda:0') (tensor(7.8177, device='cuda:0')) | > loss_gen: 2.3579964637756348 (2.462325936656887) | > loss_kl: 1.9473083019256592 (1.989649441282628) | > loss_feat: 6.378002166748047 (6.854263798665192) | > loss_mel: 16.25369644165039 (17.436408834942313) | > loss_duration: 1.9588327407836914 (2.001453296612885) | > loss_1: 28.895835876464844 (30.744101055597856) | > grad_norm_1: tensor(192.8856, device='cuda:0') (tensor(86.4883, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3707 (0.372975818181442) | > loader_time: 0.0036 (0.0037027011483402577)  --> TIME: 2024-06-11 22:16:55 -- STEP: 84/330 -- GLOBAL_STEP: 320075 | > loss_disc: 2.3305866718292236 (2.349595325333732) | > loss_disc_real_0: 0.09168305993080139 (0.10929189276482378) | > loss_disc_real_1: 0.19685059785842896 (0.1980841631690661) | > loss_disc_real_2: 0.18811973929405212 (0.2094434973384653) | > loss_disc_real_3: 0.2111530601978302 (0.22971656865307263) | > loss_disc_real_4: 0.22595292329788208 (0.23203602752515248) | > loss_disc_real_5: 0.2270643264055252 (0.220673093128772) | > loss_0: 2.3305866718292236 (2.349595325333732) | > grad_norm_0: tensor(6.3407, device='cuda:0') (tensor(8.2403, device='cuda:0')) | > loss_gen: 2.413905382156372 (2.4645555388359797) | > loss_kl: 2.0771324634552 (2.0072819406077977) | > loss_feat: 7.081472396850586 (6.93412641116551) | > loss_mel: 17.340791702270508 (17.423725695837113) | > loss_duration: 2.0542654991149902 (1.9948380490144093) | > loss_1: 30.96756935119629 (30.824527558826265) | > grad_norm_1: tensor(112.6163, device='cuda:0') (tensor(93.7052, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3854 (0.3736545613833836) | > loader_time: 0.0043 (0.003768529210771833)  --> TIME: 2024-06-11 22:17:05 -- STEP: 109/330 -- GLOBAL_STEP: 320100 | > loss_disc: 2.2712855339050293 (2.3537491702158526) | > loss_disc_real_0: 0.0797475129365921 (0.11038055824577261) | > loss_disc_real_1: 0.18510259687900543 (0.19670232214512082) | > loss_disc_real_2: 0.21242038905620575 (0.20916595016050776) | > loss_disc_real_3: 0.23842070996761322 (0.22990368060562588) | > loss_disc_real_4: 0.22641053795814514 (0.23284963566228883) | > loss_disc_real_5: 0.22485953569412231 (0.22351387498575612) | > loss_0: 2.2712855339050293 (2.3537491702158526) | > grad_norm_0: tensor(4.4948, device='cuda:0') (tensor(8.2774, device='cuda:0')) | > loss_gen: 2.6253373622894287 (2.459933388123818) | > loss_kl: 2.182875871658325 (1.9982724747526537) | > loss_feat: 6.76389741897583 (6.9168066803468475) | > loss_mel: 17.3050594329834 (17.38090465265677) | > loss_duration: 1.952073574066162 (1.9963805216168045) | > loss_1: 30.82924461364746 (30.75229770765392) | > grad_norm_1: tensor(68.1514, device='cuda:0') (tensor(92.1231, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3628 (0.37159020091415546) | > loader_time: 0.0036 (0.0038088067955927016)  --> TIME: 2024-06-11 22:17:14 -- STEP: 134/330 -- GLOBAL_STEP: 320125 | > loss_disc: 2.439037561416626 (2.3621138120765126) | > loss_disc_real_0: 0.11860878765583038 (0.11286910261903237) | > loss_disc_real_1: 0.21080631017684937 (0.19711072320368753) | > loss_disc_real_2: 0.1920311450958252 (0.2098302973517731) | > loss_disc_real_3: 0.22554601728916168 (0.22945188497429464) | > loss_disc_real_4: 0.21772553026676178 (0.23331028723449848) | > loss_disc_real_5: 0.23784595727920532 (0.2236041087490409) | > loss_0: 2.439037561416626 (2.3621138120765126) | > grad_norm_0: tensor(5.8028, device='cuda:0') (tensor(8.6320, device='cuda:0')) | > loss_gen: 2.5270731449127197 (2.4552631520513275) | > loss_kl: 2.146697998046875 (2.005703264207982) | > loss_feat: 7.119168758392334 (6.903630584033567) | > loss_mel: 17.66139030456543 (17.40113697479021) | > loss_duration: 2.0083465576171875 (2.0001075721498744) | > loss_1: 31.462677001953125 (30.765841541005603) | > grad_norm_1: tensor(59.9028, device='cuda:0') (tensor(95.9136, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.377 (0.3705134089313336) | > loader_time: 0.0047 (0.003863991196475812)  --> TIME: 2024-06-11 22:17:24 -- STEP: 159/330 -- GLOBAL_STEP: 320150 | > loss_disc: 2.3424196243286133 (2.3644477811249547) | > loss_disc_real_0: 0.12367253005504608 (0.11379815909847524) | > loss_disc_real_1: 0.2364663928747177 (0.19744115430603978) | > loss_disc_real_2: 0.19107161462306976 (0.21030346693107918) | > loss_disc_real_3: 0.21597321331501007 (0.22933077409207445) | > loss_disc_real_4: 0.20666097104549408 (0.23287010370935285) | > loss_disc_real_5: 0.19227267801761627 (0.22355662070730198) | > loss_0: 2.3424196243286133 (2.3644477811249547) | > grad_norm_0: tensor(22.7215, device='cuda:0') (tensor(9.2972, device='cuda:0')) | > loss_gen: 2.5502493381500244 (2.4536194606397146) | > loss_kl: 2.144622802734375 (2.01332471505651) | > loss_feat: 7.501361846923828 (6.902518971161273) | > loss_mel: 17.10953712463379 (17.380639628044474) | > loss_duration: 2.02382230758667 (2.003580160860745) | > loss_1: 31.329593658447266 (30.753682958255023) | > grad_norm_1: tensor(254.2404, device='cuda:0') (tensor(103.5062, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3689 (0.3725287599383661) | > loader_time: 0.0039 (0.00392074704919971)  --> TIME: 2024-06-11 22:17:34 -- STEP: 184/330 -- GLOBAL_STEP: 320175 | > loss_disc: 2.4108595848083496 (2.3651406492875973) | > loss_disc_real_0: 0.11005233228206635 (0.11494514366368884) | > loss_disc_real_1: 0.18490584194660187 (0.19691956610135403) | > loss_disc_real_2: 0.22842757403850555 (0.21063359600046408) | > loss_disc_real_3: 0.24666167795658112 (0.22944129428461843) | > loss_disc_real_4: 0.2509695887565613 (0.2325995734528355) | > loss_disc_real_5: 0.2395952343940735 (0.22395748167258242) | > loss_0: 2.4108595848083496 (2.3651406492875973) | > grad_norm_0: tensor(17.8289, device='cuda:0') (tensor(9.6633, device='cuda:0')) | > loss_gen: 2.4966237545013428 (2.453547644874324) | > loss_kl: 2.0621414184570312 (2.017427940083587) | > loss_feat: 6.812096118927002 (6.89731864825539) | > loss_mel: 17.379648208618164 (17.359848209049396) | > loss_duration: 2.034651279449463 (2.0106192321880996) | > loss_1: 30.785160064697266 (30.738761694534965) | > grad_norm_1: tensor(146.6783, device='cuda:0') (tensor(105.6083, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.4004 (0.3741784160551818) | > loader_time: 0.0056 (0.004017844148304152)  --> TIME: 2024-06-11 22:17:44 -- STEP: 209/330 -- GLOBAL_STEP: 320200 | > loss_disc: 2.5363070964813232 (2.371774133883025) | > loss_disc_real_0: 0.16155627369880676 (0.11620872984662581) | > loss_disc_real_1: 0.1964319348335266 (0.19744012494121435) | > loss_disc_real_2: 0.20611374080181122 (0.21140609175394598) | > loss_disc_real_3: 0.22398054599761963 (0.2300374797371586) | > loss_disc_real_4: 0.23496276140213013 (0.23294934024365896) | > loss_disc_real_5: 0.258992999792099 (0.22443184370629526) | > loss_0: 2.5363070964813232 (2.371774133883025) | > grad_norm_0: tensor(20.4157, device='cuda:0') (tensor(11.6498, device='cuda:0')) | > loss_gen: 2.4499614238739014 (2.4527470289805278) | > loss_kl: 2.1156680583953857 (2.0245706076827346) | > loss_feat: 6.2808308601379395 (6.899647847317052) | > loss_mel: 16.95551300048828 (17.332868233822182) | > loss_duration: 2.1221632957458496 (2.018135985689298) | > loss_1: 29.924137115478516 (30.727969694365726) | > grad_norm_1: tensor(101.8082, device='cuda:0') (tensor(122.5768, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.3966 (0.3770418566379822) | > loader_time: 0.0048 (0.004126090182071668)  --> TIME: 2024-06-11 22:17:54 -- STEP: 234/330 -- GLOBAL_STEP: 320225 | > loss_disc: 2.3637256622314453 (2.377843300501506) | > loss_disc_real_0: 0.06708883494138718 (0.11889913843737708) | > loss_disc_real_1: 0.20262908935546875 (0.19760411850407586) | > loss_disc_real_2: 0.21508552134037018 (0.21168031989254504) | > loss_disc_real_3: 0.23478776216506958 (0.23054560885215417) | > loss_disc_real_4: 0.23725688457489014 (0.2326267050881671) | > loss_disc_real_5: 0.20206649601459503 (0.22383925114941394) | > loss_0: 2.3637256622314453 (2.377843300501506) | > grad_norm_0: tensor(19.3559, device='cuda:0') (tensor(15.2655, device='cuda:0')) | > loss_gen: 2.409789800643921 (2.4568190900688487) | > loss_kl: 1.9927315711975098 (2.026881260240181) | > loss_feat: 6.319473743438721 (6.886448077666453) | > loss_mel: 16.140878677368164 (17.304000858567722) | > loss_duration: 2.0976381301879883 (2.026880634136688) | > loss_1: 28.96051025390625 (30.701029842735355) | > grad_norm_1: tensor(231.4445, device='cuda:0') (tensor(148.3394, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.4202 (0.3805774898610564) | > loader_time: 0.0056 (0.004246581313956501)  --> TIME: 2024-06-11 22:18:05 -- STEP: 259/330 -- GLOBAL_STEP: 320250 | > loss_disc: 2.3986544609069824 (2.3774708035369643) | > loss_disc_real_0: 0.10495553910732269 (0.11955456386776965) | > loss_disc_real_1: 0.20051193237304688 (0.19780299257357603) | > loss_disc_real_2: 0.2156464159488678 (0.21185906478797148) | > loss_disc_real_3: 0.2413521558046341 (0.2304894240091206) | > loss_disc_real_4: 0.21287104487419128 (0.23257102515246417) | > loss_disc_real_5: 0.22437438368797302 (0.22355580111267945) | > loss_0: 2.3986544609069824 (2.3774708035369643) | > grad_norm_0: tensor(45.1567, device='cuda:0') (tensor(17.3370, device='cuda:0')) | > loss_gen: 2.4703497886657715 (2.4623961098866105) | > loss_kl: 2.0279691219329834 (2.0309493661387097) | > loss_feat: 7.023195743560791 (6.9086490487500045) | > loss_mel: 17.425962448120117 (17.26712394036842) | > loss_duration: 2.1376733779907227 (2.035196423990845) | > loss_1: 31.08515167236328 (30.704314846789973) | > grad_norm_1: tensor(563.6422, device='cuda:0') (tensor(174.9532, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.4095 (0.38407969935060016) | > loader_time: 0.0054 (0.004363641775713007)  --> TIME: 2024-06-11 22:18:16 -- STEP: 284/330 -- GLOBAL_STEP: 320275 | > loss_disc: 2.309396505355835 (2.378712786755092) | > loss_disc_real_0: 0.09761884808540344 (0.12038886006659186) | > loss_disc_real_1: 0.26112931966781616 (0.19854462178240354) | > loss_disc_real_2: 0.21997234225273132 (0.21206348210992948) | > loss_disc_real_3: 0.23357973992824554 (0.23082276575372251) | > loss_disc_real_4: 0.21324826776981354 (0.23197205569332754) | > loss_disc_real_5: 0.23126375675201416 (0.22358915398658158) | > loss_0: 2.309396505355835 (2.378712786755092) | > grad_norm_0: tensor(48.9157, device='cuda:0') (tensor(19.6562, device='cuda:0')) | > loss_gen: 2.5479822158813477 (2.4625221801475736) | > loss_kl: 2.0950522422790527 (2.035951326430684) | > loss_feat: 6.622039318084717 (6.917449635519107) | > loss_mel: 16.226194381713867 (17.229359881978645) | > loss_duration: 2.1521520614624023 (2.0446430453112425) | > loss_1: 29.643421173095703 (30.689926026572643) | > grad_norm_1: tensor(573.4932, device='cuda:0') (tensor(200.8073, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.4492 (0.38881469444489825) | > loader_time: 0.0057 (0.004481333242335792)  --> TIME: 2024-06-11 22:18:28 -- STEP: 309/330 -- GLOBAL_STEP: 320300 | > loss_disc: 2.377201557159424 (2.3799869258041135) | > loss_disc_real_0: 0.09247736632823944 (0.12138911862300052) | > loss_disc_real_1: 0.21716538071632385 (0.19882162879778734) | > loss_disc_real_2: 0.21767112612724304 (0.21239474594207258) | > loss_disc_real_3: 0.20758093893527985 (0.23078130229005536) | > loss_disc_real_4: 0.25851380825042725 (0.23247099390500572) | > loss_disc_real_5: 0.2837451100349426 (0.22336646480467712) | > loss_0: 2.377201557159424 (2.3799869258041135) | > grad_norm_0: tensor(45.3596, device='cuda:0') (tensor(22.3496, device='cuda:0')) | > loss_gen: 2.505082368850708 (2.468790176231113) | > loss_kl: 2.05428409576416 (2.0375268212414106) | > loss_feat: 6.534223556518555 (6.937085335308678) | > loss_mel: 16.646270751953125 (17.191794667043357) | > loss_duration: 2.222815752029419 (2.0564558413422223) | > loss_1: 29.962678909301758 (30.691652810303523) | > grad_norm_1: tensor(469.4972, device='cuda:0') (tensor(226.8128, device='cuda:0')) | > current_lr_0: 0.00018317406468459923 | > current_lr_1: 0.00018317406468459923 | > step_time: 0.4944 (0.3962141302411226) | > loader_time: 0.0069 (0.0046709687192848974)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.493804931640625 (2.493804931640625) | > loss_disc_real_0: 0.1410081684589386 (0.1410081684589386) | > loss_disc_real_1: 0.1705215722322464 (0.1705215722322464) | > loss_disc_real_2: 0.14729799330234528 (0.14729799330234528) | > loss_disc_real_3: 0.19170638918876648 (0.19170638918876648) | > loss_disc_real_4: 0.23643837869167328 (0.23643837869167328) | > loss_disc_real_5: 0.29771900177001953 (0.29771900177001953) | > loss_0: 2.493804931640625 (2.493804931640625) | > loss_gen: 2.142897129058838 (2.142897129058838) | > loss_kl: 2.287367820739746 (2.287367820739746) | > loss_feat: 7.1975321769714355 (7.1975321769714355) | > loss_mel: 17.218948364257812 (17.218948364257812) | > loss_duration: 2.958101749420166 (2.958101749420166) | > loss_1: 31.804845809936523 (31.804845809936523)  --> STEP: 1 | > loss_disc: 2.2929270267486572 (2.2929270267486572) | > loss_disc_real_0: 0.18299207091331482 (0.18299207091331482) | > loss_disc_real_1: 0.144969642162323 (0.144969642162323) | > loss_disc_real_2: 0.16433660686016083 (0.16433660686016083) | > loss_disc_real_3: 0.2023329734802246 (0.2023329734802246) | > loss_disc_real_4: 0.18794597685337067 (0.18794597685337067) | > loss_disc_real_5: 0.26013925671577454 (0.26013925671577454) | > loss_0: 2.2929270267486572 (2.2929270267486572) | > loss_gen: 2.3943159580230713 (2.3943159580230713) | > loss_kl: 2.66894793510437 (2.66894793510437) | > loss_feat: 5.137558460235596 (5.137558460235596) | > loss_mel: 17.626066207885742 (17.626066207885742) | > loss_duration: 2.445280075073242 (2.445280075073242) | > loss_1: 30.272167205810547 (30.272167205810547)  --> STEP: 2 | > loss_disc: 2.725801944732666 (2.5093644857406616) | > loss_disc_real_0: 0.16706128418445587 (0.17502667754888535) | > loss_disc_real_1: 0.15896515548229218 (0.1519673988223076) | > loss_disc_real_2: 0.20822645723819733 (0.18628153204917908) | > loss_disc_real_3: 0.23319387435913086 (0.21776342391967773) | > loss_disc_real_4: 0.26378151774406433 (0.2258637472987175) | > loss_disc_real_5: 0.28067654371261597 (0.27040790021419525) | > loss_0: 2.725801944732666 (2.5093644857406616) | > loss_gen: 1.8861284255981445 (2.140222191810608) | > loss_kl: 2.6282191276550293 (2.6485835313796997) | > loss_feat: 4.3363823890686035 (4.7369704246521) | > loss_mel: 17.278182983398438 (17.45212459564209) | > loss_duration: 2.4630985260009766 (2.4541893005371094) | > loss_1: 28.592012405395508 (29.432089805603027)  --> STEP: 3 | > loss_disc: 2.5172204971313477 (2.5119831562042236) | > loss_disc_real_0: 0.11596134305000305 (0.1553382327159246) | > loss_disc_real_1: 0.1293349713087082 (0.14442325631777445) | > loss_disc_real_2: 0.17846213281154633 (0.18367506563663483) | > loss_disc_real_3: 0.1639845073223114 (0.1998371183872223) | > loss_disc_real_4: 0.20346884429454803 (0.218398779630661) | > loss_disc_real_5: 0.24581918120384216 (0.2622116605440776) | > loss_0: 2.5172204971313477 (2.5119831562042236) | > loss_gen: 1.9774619340896606 (2.085968772570292) | > loss_kl: 3.2775003910064697 (2.858222484588623) | > loss_feat: 6.568309307098389 (5.347416718800862) | > loss_mel: 16.45938491821289 (17.121211369832356) | > loss_duration: 2.347503662109375 (2.4186274210611978) | > loss_1: 30.63016128540039 (29.83144696553548)  --> STEP: 4 | > loss_disc: 2.5278854370117188 (2.5159587264060974) | > loss_disc_real_0: 0.1448334902524948 (0.15271204710006714) | > loss_disc_real_1: 0.17991098761558533 (0.15329518914222717) | > loss_disc_real_2: 0.14030858874320984 (0.17283344641327858) | > loss_disc_real_3: 0.14258691668510437 (0.1855245679616928) | > loss_disc_real_4: 0.2132774144411087 (0.21711843833327293) | > loss_disc_real_5: 0.18058553338050842 (0.24180512875318527) | > loss_0: 2.5278854370117188 (2.5159587264060974) | > loss_gen: 1.7439894676208496 (2.0004739463329315) | > loss_kl: 3.1147162914276123 (2.9223459362983704) | > loss_feat: 7.814648151397705 (5.964224576950073) | > loss_mel: 19.109434127807617 (17.618267059326172) | > loss_duration: 2.356879234313965 (2.4031903743743896) | > loss_1: 34.13966751098633 (30.908502101898193)  --> STEP: 5 | > loss_disc: 2.4430315494537354 (2.501373291015625) | > loss_disc_real_0: 0.13666072487831116 (0.14950178265571595) | > loss_disc_real_1: 0.21610191464424133 (0.16585653424263) | > loss_disc_real_2: 0.22984841465950012 (0.18423644006252288) | > loss_disc_real_3: 0.2368815690279007 (0.1957959681749344) | > loss_disc_real_4: 0.2465038150548935 (0.22299551367759704) | > loss_disc_real_5: 0.21126340329647064 (0.23569678366184235) | > loss_0: 2.4430315494537354 (2.501373291015625) | > loss_gen: 2.2770168781280518 (2.0557825326919557) | > loss_kl: 2.680026054382324 (2.873881959915161) | > loss_feat: 5.556124210357666 (5.882604503631592) | > loss_mel: 17.29355239868164 (17.553324127197264) | > loss_duration: 2.3370819091796875 (2.389968681335449) | > loss_1: 30.143802642822266 (30.755562210083006)  --> STEP: 6 | > loss_disc: 2.5988707542419434 (2.5176228682200112) | > loss_disc_real_0: 0.21638302505016327 (0.16064865638812384) | > loss_disc_real_1: 0.21556279063224792 (0.17414091030756632) | > loss_disc_real_2: 0.22428680956363678 (0.19091150164604187) | > loss_disc_real_3: 0.21032600104808807 (0.19821764032046) | > loss_disc_real_4: 0.19077853858470917 (0.2176260178287824) | > loss_disc_real_5: 0.2068091630935669 (0.23088218023379645) | > loss_0: 2.5988707542419434 (2.5176228682200112) | > loss_gen: 2.112914800643921 (2.0653045773506165) | > loss_kl: 3.6459548473358154 (3.00256077448527) | > loss_feat: 5.8674468994140625 (5.880078236262004) | > loss_mel: 17.94403839111328 (17.61844317118327) | > loss_duration: 2.2307419776916504 (2.363430897394816) | > loss_1: 31.801095962524414 (30.92981783548991)  --> STEP: 7 | > loss_disc: 2.304950475692749 (2.487241097858974) | > loss_disc_real_0: 0.1617097556591034 (0.16080024199826376) | > loss_disc_real_1: 0.19732221961021423 (0.17745252592223032) | > loss_disc_real_2: 0.2656608521938324 (0.20158998029572622) | > loss_disc_real_3: 0.1807217299938202 (0.19571822455951146) | > loss_disc_real_4: 0.20706355571746826 (0.21611709467002324) | > loss_disc_real_5: 0.16036394238471985 (0.2208081462553569) | > loss_0: 2.304950475692749 (2.487241097858974) | > loss_gen: 2.3658463954925537 (2.1082391227994646) | > loss_kl: 4.241382598876953 (3.1795353208269392) | > loss_feat: 6.368032455444336 (5.949785981859479) | > loss_mel: 16.713186264038086 (17.489120755876815) | > loss_duration: 2.5828959941864014 (2.3947830540793285) | > loss_1: 32.27134323120117 (31.121464320591517)  --> STEP: 8 | > loss_disc: 2.2950267791748047 (2.4632143080234528) | > loss_disc_real_0: 0.11049279570579529 (0.1545118112117052) | > loss_disc_real_1: 0.14411661028862 (0.17328553646802902) | > loss_disc_real_2: 0.2788734436035156 (0.2112504132091999) | > loss_disc_real_3: 0.20208679139614105 (0.19651429541409016) | > loss_disc_real_4: 0.21865369379520416 (0.21643416956067085) | > loss_disc_real_5: 0.1910138875246048 (0.2170838639140129) | > loss_0: 2.2950267791748047 (2.4632143080234528) | > loss_gen: 2.314110040664673 (2.1339729875326157) | > loss_kl: 3.7141730785369873 (3.246365040540695) | > loss_feat: 8.66869831085205 (6.289650022983551) | > loss_mel: 19.398630142211914 (17.7278094291687) | > loss_duration: 2.2753896713256836 (2.3798588812351227) | > loss_1: 36.371002197265625 (31.77765655517578)  --> STEP: 9 | > loss_disc: 2.442941665649414 (2.460961792204115) | > loss_disc_real_0: 0.13804864883422852 (0.15268257094754112) | > loss_disc_real_1: 0.15448585152626038 (0.17119668258561027) | > loss_disc_real_2: 0.18702347576618195 (0.2085585312710868) | > loss_disc_real_3: 0.21255995333194733 (0.19829714629385206) | > loss_disc_real_4: 0.24271273612976074 (0.21935401029056972) | > loss_disc_real_5: 0.24593232572078705 (0.22028924855921003) | > loss_0: 2.442941665649414 (2.460961792204115) | > loss_gen: 2.1857705116271973 (2.1397282679875693) | > loss_kl: 1.7862082719802856 (3.0841253995895386) | > loss_feat: 7.088748931884766 (6.378438790639241) | > loss_mel: 17.074573516845703 (17.655227661132812) | > loss_duration: 2.1260104179382324 (2.351653496424357) | > loss_1: 30.26131248474121 (31.609173880683052)  --> STEP: 10 | > loss_disc: 2.4977829456329346 (2.4646439075469972) | > loss_disc_real_0: 0.17581865191459656 (0.15499617904424667) | > loss_disc_real_1: 0.17881201207637787 (0.17195821553468704) | > loss_disc_real_2: 0.24294918775558472 (0.2119975969195366) | > loss_disc_real_3: 0.1852550059556961 (0.19699293226003647) | > loss_disc_real_4: 0.2318611443042755 (0.2206047236919403) | > loss_disc_real_5: 0.23117376863956451 (0.22137770056724548) | > loss_0: 2.4977829456329346 (2.4646439075469972) | > loss_gen: 2.0776681900024414 (2.133522260189056) | > loss_kl: 2.8588027954101562 (3.0615931391716003) | > loss_feat: 5.2723069190979 (6.267825603485107) | > loss_mel: 13.256688117980957 (17.215373706817626) | > loss_duration: 2.3353357315063477 (2.350021719932556) | > loss_1: 25.800800323486328 (31.02833652496338)  --> STEP: 11 | > loss_disc: 2.4412992000579834 (2.4625216614116323) | > loss_disc_real_0: 0.10255096852779388 (0.15022843263366006) | > loss_disc_real_1: 0.1588325947523117 (0.17076497728174383) | > loss_disc_real_2: 0.19865553081035614 (0.210784681818702) | > loss_disc_real_3: 0.17123353481292725 (0.19465116885575381) | > loss_disc_real_4: 0.18536587059497833 (0.2174011915922165) | > loss_disc_real_5: 0.19967150688171387 (0.21940441023219714) | > loss_0: 2.4412992000579834 (2.4625216614116323) | > loss_gen: 1.9229047298431396 (2.114375211975791) | > loss_kl: 3.4684581756591797 (3.0985808697613804) | > loss_feat: 6.682335376739502 (6.305508310144598) | > loss_mel: 17.013383865356445 (17.19701099395752) | > loss_duration: 2.535696029663086 (2.3669012026353315) | > loss_1: 31.622777938842773 (31.08237665349787)  --> STEP: 12 | > loss_disc: 2.4378507137298584 (2.460465749104818) | > loss_disc_real_0: 0.0855318158864975 (0.14483704790472984) | > loss_disc_real_1: 0.12303902208805084 (0.16678781434893608) | > loss_disc_real_2: 0.17720907926559448 (0.20798671493927637) | > loss_disc_real_3: 0.15630695223808289 (0.1914558174709479) | > loss_disc_real_4: 0.19171297550201416 (0.21526050691803297) | > loss_disc_real_5: 0.19963312149047852 (0.21775680283705393) | > loss_0: 2.4378507137298584 (2.460465749104818) | > loss_gen: 1.8968883752822876 (2.096251308917999) | > loss_kl: 2.772568464279175 (3.0714131693045297) | > loss_feat: 6.8281989097595215 (6.349065860112508) | > loss_mel: 17.86876106262207 (17.252990166346233) | > loss_duration: 2.2784175872802734 (2.35952756802241) | > loss_1: 31.644834518432617 (31.12924814224243)  --> STEP: 13 | > loss_disc: 2.2562713623046875 (2.444758488581731) | > loss_disc_real_0: 0.10666882991790771 (0.14190103113651276) | > loss_disc_real_1: 0.19606344401836395 (0.169039785861969) | > loss_disc_real_2: 0.21947044134140015 (0.2088700785086705) | > loss_disc_real_3: 0.22039520740509033 (0.19368192438895887) | > loss_disc_real_4: 0.20884333550930023 (0.21476687834813044) | > loss_disc_real_5: 0.19034145772457123 (0.21564793013609374) | > loss_0: 2.2562713623046875 (2.444758488581731) | > loss_gen: 2.4523119926452637 (2.1236405922816344) | > loss_kl: 2.9289512634277344 (3.060454561160161) | > loss_feat: 7.647612571716309 (6.448954068697416) | > loss_mel: 17.431041717529297 (17.26668643951416) | > loss_duration: 2.2182438373565674 (2.3486595887404222) | > loss_1: 32.67816162109375 (31.2483953329233)  --> STEP: 14 | > loss_disc: 2.5484697818756104 (2.452166438102722) | > loss_disc_real_0: 0.2258211076259613 (0.1478953223143305) | > loss_disc_real_1: 0.09038536250591278 (0.16342161276510783) | > loss_disc_real_2: 0.15589924156665802 (0.20508644729852676) | > loss_disc_real_3: 0.15600323677062988 (0.19099058955907822) | > loss_disc_real_4: 0.267180472612381 (0.21851070650986262) | > loss_disc_real_5: 0.2595507502555847 (0.2187838458589145) | > loss_0: 2.5484697818756104 (2.452166438102722) | > loss_gen: 1.9319947957992554 (2.1099516068186075) | > loss_kl: 3.3430142402648926 (3.0806373953819275) | > loss_feat: 7.4203596115112305 (6.518340178898403) | > loss_mel: 19.35432243347168 (17.415803296225413) | > loss_duration: 2.439485549926758 (2.355147157396589) | > loss_1: 34.489173889160156 (31.479879515511648)  --> STEP: 15 | > loss_disc: 2.6609883308410645 (2.466087897618612) | > loss_disc_real_0: 0.2209334373474121 (0.1527645299832026) | > loss_disc_real_1: 0.17165686190128326 (0.1639706293741862) | > loss_disc_real_2: 0.271492063999176 (0.20951348841190337) | > loss_disc_real_3: 0.22190067172050476 (0.19305126170317333) | > loss_disc_real_4: 0.19461585581302643 (0.21691771646340688) | > loss_disc_real_5: 0.24610979855060577 (0.2206055760383606) | > loss_0: 2.6609883308410645 (2.466087897618612) | > loss_gen: 1.9913866519927979 (2.102047276496887) | > loss_kl: 3.372624397277832 (3.100103195508321) | > loss_feat: 7.457983493804932 (6.580983066558838) | > loss_mel: 17.013837814331055 (17.389005597432455) | > loss_duration: 2.3306849002838135 (2.3535163402557373) | > loss_1: 32.16651916503906 (31.52565549214681)  --> STEP: 16 | > loss_disc: 2.341367721557617 (2.4582928866147995) | > loss_disc_real_0: 0.2943417429924011 (0.16161310579627752) | > loss_disc_real_1: 0.22526562213897705 (0.16780156642198563) | > loss_disc_real_2: 0.20969103276729584 (0.2095245849341154) | > loss_disc_real_3: 0.20735681056976318 (0.19394535850733519) | > loss_disc_real_4: 0.19459566473960876 (0.2155225882306695) | > loss_disc_real_5: 0.1810542643070221 (0.21813361905515194) | > loss_0: 2.341367721557617 (2.4582928866147995) | > loss_gen: 2.896185874938965 (2.151680938899517) | > loss_kl: 3.0257415771484375 (3.0954555943608284) | > loss_feat: 7.550130844116211 (6.641554802656174) | > loss_mel: 16.35164451599121 (17.324170529842377) | > loss_duration: 2.3925089836120605 (2.3559533804655075) | > loss_1: 32.21621322631836 (31.56881535053253)  --> STEP: 17 | > loss_disc: 2.7224783897399902 (2.473833210328046) | > loss_disc_real_0: 0.24292123317718506 (0.16639593681868384) | > loss_disc_real_1: 0.17065992951393127 (0.1679697054273942) | > loss_disc_real_2: 0.26033827662467957 (0.21251362562179565) | > loss_disc_real_3: 0.2737109065055847 (0.19863744956605575) | > loss_disc_real_4: 0.3483503460884094 (0.223335985751713) | > loss_disc_real_5: 0.48189181089401245 (0.23364880681037903) | > loss_0: 2.7224783897399902 (2.473833210328046) | > loss_gen: 2.733092784881592 (2.185881635721992) | > loss_kl: 2.8134148120880127 (3.0788649601094864) | > loss_feat: 5.970418930053711 (6.602076221914852) | > loss_mel: 16.811193466186523 (17.293995408450854) | > loss_duration: 2.459305763244629 (2.3620329323936913) | > loss_1: 30.787425994873047 (31.522851270787857)  --> STEP: 18 | > loss_disc: 2.1416172981262207 (2.455376770761278) | > loss_disc_real_0: 0.10775500535964966 (0.16313810729318196) | > loss_disc_real_1: 0.10980013757944107 (0.16473806276917458) | > loss_disc_real_2: 0.1257571429014206 (0.20769382102621925) | > loss_disc_real_3: 0.12356117367744446 (0.19446654535002178) | > loss_disc_real_4: 0.13937567174434662 (0.2186715238624149) | > loss_disc_real_5: 0.14306405186653137 (0.22861632042460972) | > loss_0: 2.1416172981262207 (2.455376770761278) | > loss_gen: 2.250231981277466 (2.1894566549195185) | > loss_kl: 2.4821438789367676 (3.045713788933224) | > loss_feat: 9.29207992553711 (6.751520872116089) | > loss_mel: 18.912084579467773 (17.38388925128513) | > loss_duration: 2.2025089263916016 (2.353170487615797) | > loss_1: 35.13904571533203 (31.72375096215142)  --> STEP: 19 | > loss_disc: 2.4504566192626953 (2.4551178154192472) | > loss_disc_real_0: 0.16801482439041138 (0.16339477661408877) | > loss_disc_real_1: 0.17381276190280914 (0.16521567851305008) | > loss_disc_real_2: 0.2239435315132141 (0.20854906894658742) | > loss_disc_real_3: 0.19362688064575195 (0.19442235247084969) | > loss_disc_real_4: 0.21957288682460785 (0.21871896401831978) | > loss_disc_real_5: 0.20222783088684082 (0.22722745255420082) | > loss_0: 2.4504566192626953 (2.4551178154192472) | > loss_gen: 2.0994856357574463 (2.1847213381215145) | > loss_kl: 2.473238706588745 (3.0155835214414095) | > loss_feat: 7.699924468994141 (6.801436850899144) | > loss_mel: 17.72376251220703 (17.40177731764944) | > loss_duration: 2.329120635986328 (2.3519047059510885) | > loss_1: 32.325531005859375 (31.755423596030788)  --> STEP: 20 | > loss_disc: 2.5605947971343994 (2.460391664505005) | > loss_disc_real_0: 0.2151571810245514 (0.1659828968346119) | > loss_disc_real_1: 0.20565521717071533 (0.16723765544593333) | > loss_disc_real_2: 0.26500439643859863 (0.21137183532118797) | > loss_disc_real_3: 0.24156509339809418 (0.19677948951721191) | > loss_disc_real_4: 0.2313302606344223 (0.2193495288491249) | > loss_disc_real_5: 0.25244975090026855 (0.2284885674715042) | > loss_0: 2.5605947971343994 (2.460391664505005) | > loss_gen: 2.2918124198913574 (2.1900758922100065) | > loss_kl: 2.1043245792388916 (2.9700205743312837) | > loss_feat: 5.550554275512695 (6.738892722129822) | > loss_mel: 15.675713539123535 (17.315474128723146) | > loss_duration: 2.310473680496216 (2.3498331546783446) | > loss_1: 27.932880401611328 (31.564296436309814)  --> STEP: 21 | > loss_disc: 2.057192325592041 (2.44119169598534) | > loss_disc_real_0: 0.14198477566242218 (0.16484012915974572) | > loss_disc_real_1: 0.19975468516349792 (0.16878608543248402) | > loss_disc_real_2: 0.20076622068881989 (0.21086680605297997) | > loss_disc_real_3: 0.1508294939994812 (0.19459139449255808) | > loss_disc_real_4: 0.15626870095729828 (0.21634567990189507) | > loss_disc_real_5: 0.178165465593338 (0.22609222928682962) | > loss_0: 2.057192325592041 (2.44119169598534) | > loss_gen: 2.508390426635742 (2.205233727182661) | > loss_kl: 2.7233927249908447 (2.958276391029358) | > loss_feat: 7.26773738861084 (6.764075801486061) | > loss_mel: 14.814139366149902 (17.19636294955299) | > loss_duration: 2.1816606521606445 (2.34182494027274) | > loss_1: 29.495319366455078 (31.465773718697683)  --> STEP: 22 | > loss_disc: 2.1203689575195312 (2.426608844236894) | > loss_disc_real_0: 0.11138953268527985 (0.16241055659272455) | > loss_disc_real_1: 0.14907756447792053 (0.16789024357091295) | > loss_disc_real_2: 0.19027987122535706 (0.209931036288088) | > loss_disc_real_3: 0.1466977447271347 (0.19241441041231155) | > loss_disc_real_4: 0.21412374079227448 (0.2162446826696396) | > loss_disc_real_5: 0.21019935607910156 (0.22536982595920563) | > loss_0: 2.1203689575195312 (2.426608844236894) | > loss_gen: 2.453350067138672 (2.2165117426352072) | > loss_kl: 2.203939914703369 (2.9239883693781765) | > loss_feat: 9.524127960205078 (6.889532717791471) | > loss_mel: 19.076087951660156 (17.281804995103315) | > loss_duration: 2.17950439453125 (2.334446733648127) | > loss_1: 35.43701171875 (31.64628453688188)  --> STEP: 23 | > loss_disc: 2.454944610595703 (2.4278408340785815) | > loss_disc_real_0: 0.22854138910770416 (0.16528581018033234) | > loss_disc_real_1: 0.16073927283287048 (0.1675793317996937) | > loss_disc_real_2: 0.2580619752407074 (0.21202368580776712) | > loss_disc_real_3: 0.1887613832950592 (0.19225558314634406) | > loss_disc_real_4: 0.23299778997898102 (0.21697307863961096) | > loss_disc_real_5: 0.24179932475090027 (0.22608415199362714) | > loss_0: 2.454944610595703 (2.4278408340785815) | > loss_gen: 2.223210573196411 (2.2168029961378686) | > loss_kl: 2.836658239364624 (2.9201914072036743) | > loss_feat: 6.0793585777282715 (6.854307755180027) | > loss_mel: 17.84736442565918 (17.306394535562266) | > loss_duration: 2.3057312965393066 (2.333198236382526) | > loss_1: 31.29232406616211 (31.63089495119841)  --> STEP: 24 | > loss_disc: 2.611128568649292 (2.4354778230190277) | > loss_disc_real_0: 0.26775413751602173 (0.1695553238193194) | > loss_disc_real_1: 0.20353524386882782 (0.16907749480257428) | > loss_disc_real_2: 0.22099043428897858 (0.2123973003278176) | > loss_disc_real_3: 0.18848666548728943 (0.19209854491055012) | > loss_disc_real_4: 0.24418826401233673 (0.21810704469680786) | > loss_disc_real_5: 0.20342481136322021 (0.2251400128006935) | > loss_0: 2.611128568649292 (2.4354778230190277) | > loss_gen: 2.1470465660095215 (2.213896478215854) | > loss_kl: 2.3833377361297607 (2.8978225042422614) | > loss_feat: 5.3710856437683105 (6.792506833871205) | > loss_mel: 16.720706939697266 (17.281990885734558) | > loss_duration: 2.4465718269348145 (2.337922135988871) | > loss_1: 29.068748474121094 (31.52413884798686)  --> STEP: 25 | > loss_disc: 2.6515467166900635 (2.4441205787658693) | > loss_disc_real_0: 0.23032411932945251 (0.17198607563972473) | > loss_disc_real_1: 0.20466887950897217 (0.1705011501908302) | > loss_disc_real_2: 0.21881097555160522 (0.2126538473367691) | > loss_disc_real_3: 0.21470926702022552 (0.19300297379493714) | > loss_disc_real_4: 0.23082901537418365 (0.21861592352390288) | > loss_disc_real_5: 0.21120119094848633 (0.22458245992660522) | > loss_0: 2.6515467166900635 (2.4441205787658693) | > loss_gen: 1.9533599615097046 (2.203475017547608) | > loss_kl: 2.6946825981140137 (2.8896969079971315) | > loss_feat: 4.849820137023926 (6.714799365997314) | > loss_mel: 14.01889705657959 (17.15146713256836) | > loss_duration: 2.420668363571167 (2.341231985092163) | > loss_1: 25.937427520751953 (31.300670394897463)  --> STEP: 26 | > loss_disc: 2.35306715965271 (2.440618524184594) | > loss_disc_real_0: 0.35765916109085083 (0.17912734815707573) | > loss_disc_real_1: 0.23806533217430115 (0.17309977257480985) | > loss_disc_real_2: 0.21055299043655396 (0.21257304514829928) | > loss_disc_real_3: 0.12875595688819885 (0.1905319346831395) | > loss_disc_real_4: 0.1416909098625183 (0.21565726915231118) | > loss_disc_real_5: 0.1514119952917099 (0.22176821128680155) | > loss_0: 2.35306715965271 (2.440618524184594) | > loss_gen: 2.61542010307312 (2.219319059298589) | > loss_kl: 2.6192922592163086 (2.879296729197869) | > loss_feat: 13.033358573913574 (6.957820873994094) | > loss_mel: 17.401065826416016 (17.16106708233173) | > loss_duration: 2.277179718017578 (2.3387684363585253) | > loss_1: 37.946319580078125 (31.556272286635178) --> EVAL PERFORMANCE | > avg_loader_time: 0.002501992078927847 (+0.0001485256048349235) | > avg_loss_disc: 2.440618524184594 (-0.02556851276984551) | > avg_loss_disc_real_0: 0.17912734815707573 (-0.00551974286253637) | > avg_loss_disc_real_1: 0.17309977257480985 (-0.049688964795607804) | > avg_loss_disc_real_2: 0.21257304514829928 (-0.0029115304350852966) | > avg_loss_disc_real_3: 0.1905319346831395 (-0.0884621951442498) | > avg_loss_disc_real_4: 0.21565726915231118 (-0.06047577353624198) | > avg_loss_disc_real_5: 0.22176821128680155 (-0.028430620065102247) | > avg_loss_0: 2.440618524184594 (-0.02556851276984551) | > avg_loss_gen: 2.219319059298589 (-0.3211981791716352) | > avg_loss_kl: 2.879296729197869 (-0.14268775628163288) | > avg_loss_feat: 6.957820873994094 (+0.32439957215235804) | > avg_loss_mel: 17.16106708233173 (+0.016629255734954995) | > avg_loss_duration: 2.3387684363585253 (-0.002168958003703647) | > avg_loss_1: 31.556272286635178 (-0.12502618936392196)  > EPOCH: 704/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:19:00)   --> TIME: 2024-06-11 22:19:03 -- STEP: 4/330 -- GLOBAL_STEP: 320325 | > loss_disc: 2.2839548587799072 (2.308368146419525) | > loss_disc_real_0: 0.07842537760734558 (0.11164161190390587) | > loss_disc_real_1: 0.17976683378219604 (0.20369631052017212) | > loss_disc_real_2: 0.2397252768278122 (0.2245268039405346) | > loss_disc_real_3: 0.2138855755329132 (0.20923330634832382) | > loss_disc_real_4: 0.23080898821353912 (0.23833416402339935) | > loss_disc_real_5: 0.20123161375522614 (0.22298934310674667) | > loss_0: 2.2839548587799072 (2.308368146419525) | > grad_norm_0: tensor(4.9359, device='cuda:0') (tensor(6.5680, device='cuda:0')) | > loss_gen: 2.3852882385253906 (2.4970397353172302) | > loss_kl: 2.0432028770446777 (2.0058238804340363) | > loss_feat: 6.167332649230957 (6.6653454303741455) | > loss_mel: 17.179841995239258 (17.570712089538574) | > loss_duration: 2.1504881381988525 (2.165198564529419) | > loss_1: 29.9261531829834 (30.90411901473999) | > grad_norm_1: tensor(61.8926, device='cuda:0') (tensor(88.8284, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3575 (0.3930455446243286) | > loader_time: 0.003 (0.0031332969665527344)  --> TIME: 2024-06-11 22:19:12 -- STEP: 29/330 -- GLOBAL_STEP: 320350 | > loss_disc: 2.39259672164917 (2.330256651187766) | > loss_disc_real_0: 0.10796023905277252 (0.1054883237028944) | > loss_disc_real_1: 0.19455288350582123 (0.1952446940644034) | > loss_disc_real_2: 0.19833119213581085 (0.20881468879765477) | > loss_disc_real_3: 0.23840783536434174 (0.22508837025741052) | > loss_disc_real_4: 0.24390606582164764 (0.2328370742756745) | > loss_disc_real_5: 0.21758536994457245 (0.222711735244455) | > loss_0: 2.39259672164917 (2.330256651187766) | > grad_norm_0: tensor(5.5205, device='cuda:0') (tensor(8.1208, device='cuda:0')) | > loss_gen: 2.47186279296875 (2.500085304523337) | > loss_kl: 1.9880419969558716 (1.9724427872690662) | > loss_feat: 7.226079940795898 (6.9639329745851715) | > loss_mel: 17.31827735900879 (17.490605189882476) | > loss_duration: 2.0124998092651367 (2.02679903342806) | > loss_1: 31.016761779785156 (30.953865248581458) | > grad_norm_1: tensor(56.2501, device='cuda:0') (tensor(75.0880, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3659 (0.3640762361986884) | > loader_time: 0.0034 (0.0032344522147343077)  --> TIME: 2024-06-11 22:19:21 -- STEP: 54/330 -- GLOBAL_STEP: 320375 | > loss_disc: 2.32962703704834 (2.334612334216083) | > loss_disc_real_0: 0.10561023652553558 (0.10463264970867722) | > loss_disc_real_1: 0.1938096582889557 (0.1967920114596685) | > loss_disc_real_2: 0.23086491227149963 (0.2098358389404085) | > loss_disc_real_3: 0.2605247497558594 (0.22748055833357353) | > loss_disc_real_4: 0.2460070699453354 (0.23117199816085673) | > loss_disc_real_5: 0.23695483803749084 (0.22158557535321624) | > loss_0: 2.32962703704834 (2.334612334216083) | > grad_norm_0: tensor(8.3106, device='cuda:0') (tensor(8.2488, device='cuda:0')) | > loss_gen: 2.631195068359375 (2.5037932749147775) | > loss_kl: 1.8958808183670044 (1.9766967119993988) | > loss_feat: 6.954647064208984 (7.045249020611799) | > loss_mel: 17.903064727783203 (17.543864144219295) | > loss_duration: 1.964750051498413 (2.0029047550978483) | > loss_1: 31.349538803100586 (31.072507858276367) | > grad_norm_1: tensor(94.2641, device='cuda:0') (tensor(83.2926, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3767 (0.3674404135456791) | > loader_time: 0.0033 (0.0034494444176002784)  --> TIME: 2024-06-11 22:19:31 -- STEP: 79/330 -- GLOBAL_STEP: 320400 | > loss_disc: 2.4298877716064453 (2.334935671166529) | > loss_disc_real_0: 0.16475699841976166 (0.10723054908876177) | > loss_disc_real_1: 0.21782013773918152 (0.19744211001486717) | > loss_disc_real_2: 0.21655534207820892 (0.21022608253774763) | > loss_disc_real_3: 0.21767891943454742 (0.2263552033448521) | > loss_disc_real_4: 0.2364642322063446 (0.2314791507736037) | > loss_disc_real_5: 0.2505257725715637 (0.2223933086365084) | > loss_0: 2.4298877716064453 (2.334935671166529) | > grad_norm_0: tensor(7.7671, device='cuda:0') (tensor(8.1459, device='cuda:0')) | > loss_gen: 2.4398586750030518 (2.5072101762023156) | > loss_kl: 1.8303663730621338 (1.9847155794312683) | > loss_feat: 6.7424750328063965 (7.096022708506524) | > loss_mel: 17.364898681640625 (17.517858456961715) | > loss_duration: 1.9690766334533691 (1.9951962730552573) | > loss_1: 30.346675872802734 (31.101003381270395) | > grad_norm_1: tensor(95.7189, device='cuda:0') (tensor(82.5131, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3745 (0.3686670080015931) | > loader_time: 0.0038 (0.0035655830479875395)  --> TIME: 2024-06-11 22:19:40 -- STEP: 104/330 -- GLOBAL_STEP: 320425 | > loss_disc: 2.396426200866699 (2.3504440784454346) | > loss_disc_real_0: 0.11539528518915176 (0.11113411080665313) | > loss_disc_real_1: 0.19599807262420654 (0.19787071731228095) | > loss_disc_real_2: 0.2352806031703949 (0.21080905027114427) | > loss_disc_real_3: 0.23778851330280304 (0.22789145877154973) | > loss_disc_real_4: 0.23118805885314941 (0.23151874284331614) | > loss_disc_real_5: 0.23086851835250854 (0.2228684164583683) | > loss_0: 2.396426200866699 (2.3504440784454346) | > grad_norm_0: tensor(17.7743, device='cuda:0') (tensor(8.4999, device='cuda:0')) | > loss_gen: 2.4491987228393555 (2.490625888109207) | > loss_kl: 2.0908188819885254 (1.98094142973423) | > loss_feat: 6.804999351501465 (7.055566540131202) | > loss_mel: 16.94354248046875 (17.487214216819176) | > loss_duration: 2.0456290245056152 (1.997275508367098) | > loss_1: 30.33418846130371 (31.011623786045956) | > grad_norm_1: tensor(102.3724, device='cuda:0') (tensor(85.0225, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3877 (0.3700951773386736) | > loader_time: 0.0038 (0.003657396023090069)  --> TIME: 2024-06-11 22:19:50 -- STEP: 129/330 -- GLOBAL_STEP: 320450 | > loss_disc: 2.415189743041992 (2.3546194716017372) | > loss_disc_real_0: 0.11790966987609863 (0.11313779496176299) | > loss_disc_real_1: 0.19481001794338226 (0.19834701451220255) | > loss_disc_real_2: 0.18793271481990814 (0.21015836725863377) | > loss_disc_real_3: 0.25857093930244446 (0.22827008135559024) | > loss_disc_real_4: 0.2666766345500946 (0.2308794214975002) | > loss_disc_real_5: 0.28502270579338074 (0.223631982886514) | > loss_0: 2.415189743041992 (2.3546194716017372) | > grad_norm_0: tensor(4.3062, device='cuda:0') (tensor(9.0895, device='cuda:0')) | > loss_gen: 2.5621883869171143 (2.4832527286322543) | > loss_kl: 2.0538549423217773 (1.9942196801651355) | > loss_feat: 6.6801371574401855 (7.011870801910874) | > loss_mel: 18.220069885253906 (17.47918140795804) | > loss_duration: 1.982326865196228 (1.9996574063633759) | > loss_1: 31.498577117919922 (30.968182186747708) | > grad_norm_1: tensor(95.6182, device='cuda:0') (tensor(91.7907, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3815 (0.37028383654217395) | > loader_time: 0.0041 (0.0037270405495813653)  --> TIME: 2024-06-11 22:19:59 -- STEP: 154/330 -- GLOBAL_STEP: 320475 | > loss_disc: 2.4130327701568604 (2.3543476175952267) | > loss_disc_real_0: 0.1394001841545105 (0.11404967283854237) | > loss_disc_real_1: 0.222684845328331 (0.19753003352648246) | > loss_disc_real_2: 0.26378333568573 (0.21082655185615862) | > loss_disc_real_3: 0.24500621855258942 (0.228037793044146) | > loss_disc_real_4: 0.2397964596748352 (0.23075355173318418) | > loss_disc_real_5: 0.24645325541496277 (0.22367357569081442) | > loss_0: 2.4130327701568604 (2.3543476175952267) | > grad_norm_0: tensor(7.2405, device='cuda:0') (tensor(9.1263, device='cuda:0')) | > loss_gen: 2.5699970722198486 (2.484007341521127) | > loss_kl: 2.1374199390411377 (1.998269853653846) | > loss_feat: 7.449119567871094 (7.002562872775191) | > loss_mel: 17.404836654663086 (17.47557833287624) | > loss_duration: 2.021237850189209 (2.0032699843505757) | > loss_1: 31.582611083984375 (30.96368846645603) | > grad_norm_1: tensor(118.1894, device='cuda:0') (tensor(93.8666, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3814 (0.370897135177216) | > loader_time: 0.0041 (0.0037956082975709594)  --> TIME: 2024-06-11 22:20:09 -- STEP: 179/330 -- GLOBAL_STEP: 320500 | > loss_disc: 2.4645180702209473 (2.36545033428256) | > loss_disc_real_0: 0.16031065583229065 (0.11553994487117789) | > loss_disc_real_1: 0.22672832012176514 (0.19776393131836834) | > loss_disc_real_2: 0.2251395285129547 (0.2123579232219877) | > loss_disc_real_3: 0.21162919700145721 (0.22906188675145198) | > loss_disc_real_4: 0.2565208077430725 (0.23136911895022047) | > loss_disc_real_5: 0.21473748981952667 (0.22439211348914567) | > loss_0: 2.4645180702209473 (2.36545033428256) | > grad_norm_0: tensor(11.2826, device='cuda:0') (tensor(9.1860, device='cuda:0')) | > loss_gen: 2.3836448192596436 (2.4707240885196446) | > loss_kl: 1.8992969989776611 (2.0042035646278777) | > loss_feat: 6.802003383636475 (6.970445997888151) | > loss_mel: 17.050195693969727 (17.456911406703508) | > loss_duration: 2.0611891746520996 (2.0102222032387167) | > loss_1: 30.19632911682129 (30.912507339562783) | > grad_norm_1: tensor(125.5343, device='cuda:0') (tensor(96.7645, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3761 (0.37290107604511624) | > loader_time: 0.005 (0.00390056924447001) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_320500.pth  --> TIME: 2024-06-11 22:20:25 -- STEP: 204/330 -- GLOBAL_STEP: 320525 | > loss_disc: 2.5221786499023438 (2.366545555638331) | > loss_disc_real_0: 0.10505792498588562 (0.11685964939933197) | > loss_disc_real_1: 0.169528067111969 (0.19780726409425922) | > loss_disc_real_2: 0.22388792037963867 (0.2122013185392408) | > loss_disc_real_3: 0.23441259562969208 (0.2289570303378152) | > loss_disc_real_4: 0.21272704005241394 (0.230872212744811) | > loss_disc_real_5: 0.20875169336795807 (0.2241005219665228) | > loss_0: 2.5221786499023438 (2.366545555638331) | > grad_norm_0: tensor(22.0641, device='cuda:0') (tensor(10.5399, device='cuda:0')) | > loss_gen: 2.567521095275879 (2.468917662022159) | > loss_kl: 2.1501097679138184 (2.0096508363882704) | > loss_feat: 7.366677284240723 (6.957759642133527) | > loss_mel: 17.37615394592285 (17.416695398442904) | > loss_duration: 2.016554355621338 (2.017925924530216) | > loss_1: 31.477014541625977 (30.87094955818326) | > grad_norm_1: tensor(378.3256, device='cuda:0') (tensor(117.1036, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.4079 (0.37605590446322573) | > loader_time: 0.005 (0.0040400554152096)  --> TIME: 2024-06-11 22:20:35 -- STEP: 229/330 -- GLOBAL_STEP: 320550 | > loss_disc: 2.202868938446045 (2.3699132636124376) | > loss_disc_real_0: 0.06568749248981476 (0.11828508006823636) | > loss_disc_real_1: 0.1896592378616333 (0.1982862949371338) | > loss_disc_real_2: 0.20282933115959167 (0.21263180035430793) | > loss_disc_real_3: 0.1907052993774414 (0.22925437323130896) | > loss_disc_real_4: 0.1835789680480957 (0.2305276698420662) | > loss_disc_real_5: 0.17012280225753784 (0.22297888421595877) | > loss_0: 2.202868938446045 (2.3699132636124376) | > grad_norm_0: tensor(17.1373, device='cuda:0') (tensor(13.3420, device='cuda:0')) | > loss_gen: 2.563310146331787 (2.473323540916608) | > loss_kl: 2.1348986625671387 (2.0147630689446054) | > loss_feat: 7.48106050491333 (6.95027962938667) | > loss_mel: 17.461822509765625 (17.357770261806184) | > loss_duration: 2.1307716369628906 (2.0268203290789404) | > loss_1: 31.77186393737793 (30.822956901450343) | > grad_norm_1: tensor(376.4638, device='cuda:0') (tensor(142.0788, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.3977 (0.378932531223547) | > loader_time: 0.0053 (0.004157169417002315)  --> TIME: 2024-06-11 22:20:46 -- STEP: 254/330 -- GLOBAL_STEP: 320575 | > loss_disc: 2.31976318359375 (2.3716357110992177) | > loss_disc_real_0: 0.15876907110214233 (0.12061839698865189) | > loss_disc_real_1: 0.22284695506095886 (0.1987468751044724) | > loss_disc_real_2: 0.20959115028381348 (0.21243431589265507) | > loss_disc_real_3: 0.25635048747062683 (0.22939838351696495) | > loss_disc_real_4: 0.24095143377780914 (0.23111993373613657) | > loss_disc_real_5: 0.2474556416273117 (0.2219445087074295) | > loss_0: 2.31976318359375 (2.3716357110992177) | > grad_norm_0: tensor(71.9735, device='cuda:0') (tensor(17.2850, device='cuda:0')) | > loss_gen: 2.5728917121887207 (2.4852283836349716) | > loss_kl: 2.037382125854492 (2.017091280362736) | > loss_feat: 7.264203071594238 (6.9640446798069275) | > loss_mel: 17.26418113708496 (17.31296893367618) | > loss_duration: 2.077871799468994 (2.0344958845085985) | > loss_1: 31.216527938842773 (30.813829211738167) | > grad_norm_1: tensor(679.6934, device='cuda:0') (tensor(175.8630, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.4307 (0.3827890317271075) | > loader_time: 0.0056 (0.004284070232721765)  --> TIME: 2024-06-11 22:20:57 -- STEP: 279/330 -- GLOBAL_STEP: 320600 | > loss_disc: 2.390092611312866 (2.3740965012581103) | > loss_disc_real_0: 0.14966869354248047 (0.1214118856656295) | > loss_disc_real_1: 0.20415429770946503 (0.19881196271988652) | > loss_disc_real_2: 0.23361122608184814 (0.21219606884491488) | > loss_disc_real_3: 0.24021713435649872 (0.22986576415091006) | > loss_disc_real_4: 0.2446800321340561 (0.23131033644667662) | > loss_disc_real_5: 0.24386052787303925 (0.22279524787138866) | > loss_0: 2.390092611312866 (2.3740965012581103) | > grad_norm_0: tensor(12.6916, device='cuda:0') (tensor(17.7401, device='cuda:0')) | > loss_gen: 2.4719340801239014 (2.47972480797853) | > loss_kl: 1.961251974105835 (2.0212958166676165) | > loss_feat: 6.766376495361328 (6.968502531769457) | > loss_mel: 16.53435707092285 (17.255748998306995) | > loss_duration: 2.139646291732788 (2.043940934229068) | > loss_1: 29.873565673828125 (30.76921313296082) | > grad_norm_1: tensor(142.6965, device='cuda:0') (tensor(190.0991, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.4398 (0.38729432834092) | > loader_time: 0.006 (0.004412663025668018)  --> TIME: 2024-06-11 22:21:09 -- STEP: 304/330 -- GLOBAL_STEP: 320625 | > loss_disc: 2.332350730895996 (2.3747624801961993) | > loss_disc_real_0: 0.10078813135623932 (0.12231325883859474) | > loss_disc_real_1: 0.1958058923482895 (0.19862453325798632) | > loss_disc_real_2: 0.18788988888263702 (0.2123594652175118) | > loss_disc_real_3: 0.24457013607025146 (0.22976046805515102) | > loss_disc_real_4: 0.2502738833427429 (0.23140716557636073) | > loss_disc_real_5: 0.24797388911247253 (0.222867676988244) | > loss_0: 2.332350730895996 (2.3747624801961993) | > grad_norm_0: tensor(13.0228, device='cuda:0') (tensor(17.9395, device='cuda:0')) | > loss_gen: 2.479114055633545 (2.475014157985385) | > loss_kl: 2.1283528804779053 (2.0235707132439855) | > loss_feat: 8.107864379882812 (6.982912038501942) | > loss_mel: 16.358842849731445 (17.221170309342853) | > loss_duration: 2.1979265213012695 (2.0547068860185775) | > loss_1: 31.27210235595703 (30.757374154893977) | > grad_norm_1: tensor(63.2817, device='cuda:0') (tensor(195.2309, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 0.4909 (0.39401634900193444) | > loader_time: 0.0067 (0.004588580445239418)  --> TIME: 2024-06-11 22:21:38 -- STEP: 329/330 -- GLOBAL_STEP: 320650 | > loss_disc: 2.5640430450439453 (2.3764728420048846) | > loss_disc_real_0: 0.12191752344369888 (0.12357982276375533) | > loss_disc_real_1: 0.14944909512996674 (0.19869501132370845) | > loss_disc_real_2: 0.24933123588562012 (0.21231745111000203) | > loss_disc_real_3: 0.2570708394050598 (0.2296808410922807) | > loss_disc_real_4: 0.28422975540161133 (0.23165090780671244) | > loss_disc_real_5: 0.199449822306633 (0.22300600756446637) | > loss_0: 2.5640430450439453 (2.3764728420048846) | > grad_norm_0: tensor(6.5548, device='cuda:0') (tensor(17.7838, device='cuda:0')) | > loss_gen: 2.5430870056152344 (2.47170595557494) | > loss_kl: 2.211416721343994 (2.0314881700150504) | > loss_feat: 8.892123222351074 (7.072045805968776) | > loss_mel: 17.394771575927734 (17.185663295734276) | > loss_duration: 2.2939772605895996 (2.069288149068421) | > loss_1: 33.33537673950195 (30.830191389043282) | > grad_norm_1: tensor(75.2229, device='cuda:0') (tensor(195.4126, device='cuda:0')) | > current_lr_0: 0.00018315116792651365 | > current_lr_1: 0.00018315116792651365 | > step_time: 14.6093 (0.45060859552632676) | > loader_time: 0.0357 (0.005088139449934106)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.473567008972168 (2.473567008972168) | > loss_disc_real_0: 0.19281624257564545 (0.19281624257564545) | > loss_disc_real_1: 0.22338810563087463 (0.22338810563087463) | > loss_disc_real_2: 0.15454412996768951 (0.15454412996768951) | > loss_disc_real_3: 0.28802770376205444 (0.28802770376205444) | > loss_disc_real_4: 0.28301459550857544 (0.28301459550857544) | > loss_disc_real_5: 0.22965985536575317 (0.22965985536575317) | > loss_0: 2.473567008972168 (2.473567008972168) | > loss_gen: 2.4128923416137695 (2.4128923416137695) | > loss_kl: 3.0394794940948486 (3.0394794940948486) | > loss_feat: 7.600289344787598 (7.600289344787598) | > loss_mel: 16.765827178955078 (16.765827178955078) | > loss_duration: 2.984689712524414 (2.984689712524414) | > loss_1: 32.80317687988281 (32.80317687988281)  --> STEP: 1 | > loss_disc: 2.2937841415405273 (2.2937841415405273) | > loss_disc_real_0: 0.12741035223007202 (0.12741035223007202) | > loss_disc_real_1: 0.14718039333820343 (0.14718039333820343) | > loss_disc_real_2: 0.1717054396867752 (0.1717054396867752) | > loss_disc_real_3: 0.2689882218837738 (0.2689882218837738) | > loss_disc_real_4: 0.29293861985206604 (0.29293861985206604) | > loss_disc_real_5: 0.33630117774009705 (0.33630117774009705) | > loss_0: 2.2937841415405273 (2.2937841415405273) | > loss_gen: 2.810392379760742 (2.810392379760742) | > loss_kl: 2.8555800914764404 (2.8555800914764404) | > loss_feat: 7.288409233093262 (7.288409233093262) | > loss_mel: 18.294818878173828 (18.294818878173828) | > loss_duration: 2.543179750442505 (2.543179750442505) | > loss_1: 33.792381286621094 (33.792381286621094)  --> STEP: 2 | > loss_disc: 2.1693904399871826 (2.231587290763855) | > loss_disc_real_0: 0.06894849240779877 (0.0981794223189354) | > loss_disc_real_1: 0.17105993628501892 (0.15912016481161118) | > loss_disc_real_2: 0.18605956435203552 (0.17888250201940536) | > loss_disc_real_3: 0.20934292674064636 (0.23916557431221008) | > loss_disc_real_4: 0.22742602229118347 (0.26018232107162476) | > loss_disc_real_5: 0.2332790642976761 (0.28479012101888657) | > loss_0: 2.1693904399871826 (2.231587290763855) | > loss_gen: 2.408574104309082 (2.609483242034912) | > loss_kl: 3.2061994075775146 (3.0308897495269775) | > loss_feat: 5.982095718383789 (6.635252475738525) | > loss_mel: 18.00676727294922 (18.150793075561523) | > loss_duration: 2.4740805625915527 (2.508630156517029) | > loss_1: 32.07771682739258 (32.935049057006836)  --> STEP: 3 | > loss_disc: 2.464181900024414 (2.3091188271840415) | > loss_disc_real_0: 0.20656853914260864 (0.13430912792682648) | > loss_disc_real_1: 0.1734994500875473 (0.16391325990358988) | > loss_disc_real_2: 0.15545444190502167 (0.17107314864794412) | > loss_disc_real_3: 0.2543320953845978 (0.24422108133633932) | > loss_disc_real_4: 0.26506277918815613 (0.2618091404438019) | > loss_disc_real_5: 0.2907178997993469 (0.28676604727904004) | > loss_0: 2.464181900024414 (2.3091188271840415) | > loss_gen: 2.4366884231567383 (2.551884969075521) | > loss_kl: 3.672100067138672 (3.244626522064209) | > loss_feat: 6.38818883895874 (6.552897930145264) | > loss_mel: 16.84349250793457 (17.71502621968587) | > loss_duration: 2.385251760482788 (2.4675040245056152) | > loss_1: 31.72572135925293 (32.5319398244222)  --> STEP: 4 | > loss_disc: 2.4785022735595703 (2.3514646887779236) | > loss_disc_real_0: 0.15064218640327454 (0.1383923925459385) | > loss_disc_real_1: 0.18515467643737793 (0.1692236140370369) | > loss_disc_real_2: 0.2320629060268402 (0.18632058799266815) | > loss_disc_real_3: 0.29423072934150696 (0.2567234933376312) | > loss_disc_real_4: 0.30513226985931396 (0.2726399227976799) | > loss_disc_real_5: 0.31517714262008667 (0.2938688211143017) | > loss_0: 2.4785022735595703 (2.3514646887779236) | > loss_gen: 2.5557262897491455 (2.552845299243927) | > loss_kl: 3.539133310317993 (3.318253219127655) | > loss_feat: 7.124737739562988 (6.695857882499695) | > loss_mel: 17.80296516418457 (17.737010955810547) | > loss_duration: 2.3661162853240967 (2.4421570897102356) | > loss_1: 33.38867950439453 (32.74612474441528)  --> STEP: 5 | > loss_disc: 2.240805149078369 (2.329332780838013) | > loss_disc_real_0: 0.23235824704170227 (0.15718556344509124) | > loss_disc_real_1: 0.24009056389331818 (0.18339700400829315) | > loss_disc_real_2: 0.18439891934394836 (0.1859362542629242) | > loss_disc_real_3: 0.2527565360069275 (0.25593010187149046) | > loss_disc_real_4: 0.21102702617645264 (0.26031734347343444) | > loss_disc_real_5: 0.17709951102733612 (0.2705149590969086) | > loss_0: 2.240805149078369 (2.329332780838013) | > loss_gen: 2.6399147510528564 (2.570259189605713) | > loss_kl: 2.4576194286346436 (3.146126461029053) | > loss_feat: 6.39108943939209 (6.634904193878174) | > loss_mel: 18.376556396484375 (17.86492004394531) | > loss_duration: 2.3407323360443115 (2.421872138977051) | > loss_1: 32.20591354370117 (32.63808250427246)  --> STEP: 6 | > loss_disc: 2.5908122062683105 (2.3729126850763955) | > loss_disc_real_0: 0.15937672555446625 (0.1575507571299871) | > loss_disc_real_1: 0.22716960310935974 (0.19069243719180426) | > loss_disc_real_2: 0.2833699584007263 (0.2021752049525579) | > loss_disc_real_3: 0.27663394808769226 (0.2593807429075241) | > loss_disc_real_4: 0.24776896834373474 (0.2582259476184845) | > loss_disc_real_5: 0.2631990611553192 (0.26929564277331036) | > loss_0: 2.5908122062683105 (2.3729126850763955) | > loss_gen: 2.251619577407837 (2.5171525875727334) | > loss_kl: 2.8847641944885254 (3.1025660832722983) | > loss_feat: 4.224103927612305 (6.233104149500529) | > loss_mel: 13.668128967285156 (17.165454864501953) | > loss_duration: 2.1750969886779785 (2.3807429472605386) | > loss_1: 25.203712463378906 (31.399020830790203)  --> STEP: 7 | > loss_disc: 2.1701064109802246 (2.343940360205514) | > loss_disc_real_0: 0.1789371818304062 (0.16060596065861837) | > loss_disc_real_1: 0.2163328230381012 (0.19435534945556096) | > loss_disc_real_2: 0.23650436103343964 (0.20707937010696956) | > loss_disc_real_3: 0.24315814673900604 (0.2570632291691644) | > loss_disc_real_4: 0.23506982624530792 (0.25491793027945925) | > loss_disc_real_5: 0.2251528650522232 (0.26298953167029787) | > loss_0: 2.1701064109802246 (2.343940360205514) | > loss_gen: 2.767071008682251 (2.5528552191598073) | > loss_kl: 4.33524227142334 (3.27866268157959) | > loss_feat: 7.8683881759643555 (6.466716153281076) | > loss_mel: 18.059001922607422 (17.293104444231307) | > loss_duration: 2.5691895484924316 (2.4076638902936662) | > loss_1: 35.59889602661133 (31.99900300162179)  --> STEP: 8 | > loss_disc: 2.618335247039795 (2.378239721059799) | > loss_disc_real_0: 0.285841166973114 (0.17626036144793034) | > loss_disc_real_1: 0.22926746308803558 (0.19871936365962029) | > loss_disc_real_2: 0.23988069593906403 (0.21117953583598137) | > loss_disc_real_3: 0.31683090329170227 (0.2645341884344816) | > loss_disc_real_4: 0.22256168723106384 (0.25087339989840984) | > loss_disc_real_5: 0.31729790568351746 (0.26977807842195034) | > loss_0: 2.618335247039795 (2.378239721059799) | > loss_gen: 2.4426345825195312 (2.539077639579773) | > loss_kl: 3.1268811225891113 (3.25968998670578) | > loss_feat: 7.070732116699219 (6.5422181487083435) | > loss_mel: 14.784785270690918 (16.979564547538757) | > loss_duration: 2.2915823459625244 (2.3931536972522736) | > loss_1: 29.716615676879883 (31.713704586029053)  --> STEP: 9 | > loss_disc: 2.497762680053711 (2.3915200498369007) | > loss_disc_real_0: 0.22057659924030304 (0.18118438786930507) | > loss_disc_real_1: 0.19219915568828583 (0.1979948961072498) | > loss_disc_real_2: 0.2268924117088318 (0.21292541093296474) | > loss_disc_real_3: 0.2556963562965393 (0.2635522070858214) | > loss_disc_real_4: 0.29649290442466736 (0.2559422337346607) | > loss_disc_real_5: 0.33780989050865173 (0.27733716865380603) | > loss_0: 2.497762680053711 (2.3915200498369007) | > loss_gen: 2.6911489963531494 (2.555974456999037) | > loss_kl: 2.8044626712799072 (3.209109173880683) | > loss_feat: 9.518592834472656 (6.8729264471266) | > loss_mel: 19.368810653686523 (17.245036337110733) | > loss_duration: 2.2046704292297363 (2.372211111916436) | > loss_1: 36.587684631347656 (32.25525792439779)  --> STEP: 10 | > loss_disc: 2.539271593093872 (2.4062952041625976) | > loss_disc_real_0: 0.1492772400379181 (0.17799367308616637) | > loss_disc_real_1: 0.24745306372642517 (0.20294071286916732) | > loss_disc_real_2: 0.2429441213607788 (0.21592728197574615) | > loss_disc_real_3: 0.2672971189022064 (0.26392669826745985) | > loss_disc_real_4: 0.259245902299881 (0.25627260059118273) | > loss_disc_real_5: 0.2774161994457245 (0.2773450717329979) | > loss_0: 2.539271593093872 (2.4062952041625976) | > loss_gen: 2.361037015914917 (2.536480712890625) | > loss_kl: 3.0279343128204346 (3.190991687774658) | > loss_feat: 5.457690715789795 (6.73140287399292) | > loss_mel: 14.479968070983887 (16.968529510498048) | > loss_duration: 2.4035420417785645 (2.3753442049026487) | > loss_1: 27.73017120361328 (31.802749252319337)  --> STEP: 11 | > loss_disc: 2.3906638622283936 (2.40487417307767) | > loss_disc_real_0: 0.1592041552066803 (0.1762855350971222) | > loss_disc_real_1: 0.15592338144779205 (0.19866641001267868) | > loss_disc_real_2: 0.23995967209339142 (0.2181120447137139) | > loss_disc_real_3: 0.228061243891716 (0.2606662024151195) | > loss_disc_real_4: 0.2131771743297577 (0.2523548345674168) | > loss_disc_real_5: 0.2668156027793884 (0.27638784728266974) | > loss_0: 2.3906638622283936 (2.40487417307767) | > loss_gen: 2.4177639484405518 (2.5256882797588003) | > loss_kl: 3.5395514965057373 (3.222678943113847) | > loss_feat: 7.81105899810791 (6.8295534307306465) | > loss_mel: 16.687700271606445 (16.94299957968972) | > loss_duration: 2.5454936027526855 (2.390812331979925) | > loss_1: 33.00156784057617 (31.911732760342684)  --> STEP: 12 | > loss_disc: 2.3937108516693115 (2.40394389629364) | > loss_disc_real_0: 0.0991380363702774 (0.16985657686988512) | > loss_disc_real_1: 0.17120853066444397 (0.19637825340032578) | > loss_disc_real_2: 0.2845582365989685 (0.22364922737081847) | > loss_disc_real_3: 0.26081475615501404 (0.26067858189344406) | > loss_disc_real_4: 0.25145992636680603 (0.25228025888403255) | > loss_disc_real_5: 0.2203637808561325 (0.27171917508045834) | > loss_0: 2.3937108516693115 (2.40394389629364) | > loss_gen: 2.434561252593994 (2.5180943608283997) | > loss_kl: 3.3124489784240723 (3.2301597793896994) | > loss_feat: 6.5472869873046875 (6.806031227111816) | > loss_mel: 17.620758056640625 (16.999479452768963) | > loss_duration: 2.305842876434326 (2.3837315440177917) | > loss_1: 32.22089767456055 (31.937496503194172)  --> STEP: 13 | > loss_disc: 2.4695916175842285 (2.408993721008301) | > loss_disc_real_0: 0.17772111296653748 (0.17046154118501222) | > loss_disc_real_1: 0.18767492473125458 (0.195708766579628) | > loss_disc_real_2: 0.28142043948173523 (0.2280931667639659) | > loss_disc_real_3: 0.3062102794647217 (0.2641810201681577) | > loss_disc_real_4: 0.2571292221546173 (0.25265325605869293) | > loss_disc_real_5: 0.24425449967384338 (0.2696065077414879) | > loss_0: 2.4695916175842285 (2.408993721008301) | > loss_gen: 2.5821635723114014 (2.5230227617117076) | > loss_kl: 3.28497052192688 (3.234375990354098) | > loss_feat: 6.208654403686523 (6.760079163771409) | > loss_mel: 15.983193397521973 (16.92130360236535) | > loss_duration: 2.278736114501953 (2.3756549725165734) | > loss_1: 30.337717056274414 (31.814436545738808)  --> STEP: 14 | > loss_disc: 2.5339865684509277 (2.417921781539917) | > loss_disc_real_0: 0.22146791219711304 (0.1741048534001623) | > loss_disc_real_1: 0.24563191831111908 (0.19927470598902022) | > loss_disc_real_2: 0.23431898653507233 (0.2285378681761878) | > loss_disc_real_3: 0.2750685513019562 (0.264958700963429) | > loss_disc_real_4: 0.2661776840686798 (0.25361928663083483) | > loss_disc_real_5: 0.3248217701911926 (0.27355045505932396) | > loss_0: 2.5339865684509277 (2.417921781539917) | > loss_gen: 2.5183606147766113 (2.5226897512163435) | > loss_kl: 4.114973068237305 (3.2972757816314697) | > loss_feat: 6.053104400634766 (6.7095809664045065) | > loss_mel: 17.71022605895996 (16.97765520640782) | > loss_duration: 2.3963024616241455 (2.3771297931671143) | > loss_1: 32.792964935302734 (31.884331430707658)  --> STEP: 15 | > loss_disc: 2.629826068878174 (2.432048734029134) | > loss_disc_real_0: 0.25696682929992676 (0.17962898512681325) | > loss_disc_real_1: 0.20425066351890564 (0.19960643649101256) | > loss_disc_real_2: 0.21403250098228455 (0.22757084369659425) | > loss_disc_real_3: 0.30442288517951965 (0.267589646577835) | > loss_disc_real_4: 0.3005206882953644 (0.25674604674180346) | > loss_disc_real_5: 0.3820345103740692 (0.28078272541364035) | > loss_0: 2.629826068878174 (2.432048734029134) | > loss_gen: 2.7165274620056152 (2.5356122652689614) | > loss_kl: 3.5396599769592285 (3.3134347279866536) | > loss_feat: 7.120636940002441 (6.736984697977702) | > loss_mel: 17.9393310546875 (17.041766929626466) | > loss_duration: 2.3955180644989014 (2.3783556779225665) | > loss_1: 33.711673736572266 (32.006154251098636)  --> STEP: 16 | > loss_disc: 2.338866949081421 (2.426224872469902) | > loss_disc_real_0: 0.24699284136295319 (0.183839226141572) | > loss_disc_real_1: 0.21840979158878326 (0.20078164618462324) | > loss_disc_real_2: 0.23597568273544312 (0.2280961461365223) | > loss_disc_real_3: 0.29809248447418213 (0.2694960739463567) | > loss_disc_real_4: 0.20083355903625488 (0.2532515162602067) | > loss_disc_real_5: 0.1871996372938156 (0.2749337824061513) | > loss_0: 2.338866949081421 (2.426224872469902) | > loss_gen: 2.637333631515503 (2.5419698506593704) | > loss_kl: 2.5330114364624023 (3.264658272266388) | > loss_feat: 7.111492156982422 (6.760391414165497) | > loss_mel: 17.27315330505371 (17.056228578090668) | > loss_duration: 2.4310500621795654 (2.381649076938629) | > loss_1: 31.986038208007812 (32.00489699840546)  --> STEP: 17 | > loss_disc: 2.7574710845947266 (2.4457099437713623) | > loss_disc_real_0: 0.3420761227607727 (0.19314727888387792) | > loss_disc_real_1: 0.19519208371639252 (0.20045284839237437) | > loss_disc_real_2: 0.274589478969574 (0.23083104806787827) | > loss_disc_real_3: 0.2907978594303131 (0.2707491201512953) | > loss_disc_real_4: 0.2990748882293701 (0.255947008728981) | > loss_disc_real_5: 0.311458021402359 (0.27708226705298705) | > loss_0: 2.7574710845947266 (2.4457099437713623) | > loss_gen: 2.5190176963806152 (2.5406197239370907) | > loss_kl: 2.541383981704712 (3.2221127257627598) | > loss_feat: 5.245061874389648 (6.671254382413976) | > loss_mel: 17.468069076538086 (17.080454489764044) | > loss_duration: 2.480679988861084 (2.3874744246987736) | > loss_1: 30.254213333129883 (31.901915606330423)  --> STEP: 18 | > loss_disc: 2.3086495399475098 (2.4380954768922596) | > loss_disc_real_0: 0.05357329547405243 (0.18539316869444317) | > loss_disc_real_1: 0.19295243918895721 (0.20003615899218452) | > loss_disc_real_2: 0.27908992767333984 (0.23351209693484837) | > loss_disc_real_3: 0.2872893810272217 (0.2716680235332912) | > loss_disc_real_4: 0.22155152261257172 (0.2540361483891805) | > loss_disc_real_5: 0.2640492022037506 (0.2763582078946961) | > loss_0: 2.3086495399475098 (2.4380954768922596) | > loss_gen: 2.499286651611328 (2.538323442141215) | > loss_kl: 2.826164484024048 (3.2001156012217202) | > loss_feat: 7.341044902801514 (6.7084649668799505) | > loss_mel: 19.04946517944336 (17.189843972524006) | > loss_duration: 2.2376248836517334 (2.3791494501961603) | > loss_1: 33.95358657836914 (32.01589732699924)  --> STEP: 19 | > loss_disc: 2.6184656620025635 (2.447588644529644) | > loss_disc_real_0: 0.21488414704799652 (0.18694532544989334) | > loss_disc_real_1: 0.23629294335842133 (0.20194441080093384) | > loss_disc_real_2: 0.2268633246421814 (0.2331621615510238) | > loss_disc_real_3: 0.2715248465538025 (0.27166048790279185) | > loss_disc_real_4: 0.2482822686433792 (0.2537333126130857) | > loss_disc_real_5: 0.31474733352661133 (0.2783786881911127) | > loss_0: 2.6184656620025635 (2.447588644529644) | > loss_gen: 2.265357255935669 (2.523956800761976) | > loss_kl: 2.4278926849365234 (3.159472289838289) | > loss_feat: 5.530822277069092 (6.646483772679379) | > loss_mel: 15.863670349121094 (17.12004536076596) | > loss_duration: 2.3426175117492676 (2.3772267165936922) | > loss_1: 28.430360794067383 (31.827184877897565)  --> STEP: 20 | > loss_disc: 2.2938270568847656 (2.4399005651473997) | > loss_disc_real_0: 0.07909169793128967 (0.18155264407396315) | > loss_disc_real_1: 0.18212218582630157 (0.20095329955220223) | > loss_disc_real_2: 0.24613547325134277 (0.23381082713603973) | > loss_disc_real_3: 0.2553638815879822 (0.27084565758705137) | > loss_disc_real_4: 0.18271832168102264 (0.25018256306648257) | > loss_disc_real_5: 0.20378340780735016 (0.2746489241719246) | > loss_0: 2.2938270568847656 (2.4399005651473997) | > loss_gen: 2.4272825717926025 (2.5191230893135073) | > loss_kl: 2.089460849761963 (3.1059717178344726) | > loss_feat: 7.428893089294434 (6.685604238510132) | > loss_mel: 18.864160537719727 (17.207251119613648) | > loss_duration: 2.290801525115967 (2.372905457019806) | > loss_1: 33.1005973815918 (31.890855503082275)  --> STEP: 21 | > loss_disc: 2.488311290740967 (2.4422058377947127) | > loss_disc_real_0: 0.1862230747938156 (0.18177504553681328) | > loss_disc_real_1: 0.2226846069097519 (0.20198812371208555) | > loss_disc_real_2: 0.24975137412548065 (0.23456990080220358) | > loss_disc_real_3: 0.2549750506877899 (0.27008991440137226) | > loss_disc_real_4: 0.2667129933834076 (0.25096972641490756) | > loss_disc_real_5: 0.22672559320926666 (0.2723668607927504) | > loss_0: 2.488311290740967 (2.4422058377947127) | > loss_gen: 2.400944471359253 (2.51349553607759) | > loss_kl: 2.2084481716156006 (3.06323250134786) | > loss_feat: 5.407194137573242 (6.624727567036946) | > loss_mel: 13.945606231689453 (17.051934696379163) | > loss_duration: 2.164750099182129 (2.362993297122774) | > loss_1: 26.126941680908203 (31.616383416312082)  --> STEP: 22 | > loss_disc: 2.566633939743042 (2.447861660610546) | > loss_disc_real_0: 0.14276936650276184 (0.1800020601261746) | > loss_disc_real_1: 0.21715299785137177 (0.2026774361729622) | > loss_disc_real_2: 0.2600104808807373 (0.23572629080577331) | > loss_disc_real_3: 0.28453657031059265 (0.2707465805790641) | > loss_disc_real_4: 0.26306211948394775 (0.2515193806453185) | > loss_disc_real_5: 0.22932732105255127 (0.27041051807728683) | > loss_0: 2.566633939743042 (2.447861660610546) | > loss_gen: 2.5090131759643555 (2.5132917924360796) | > loss_kl: 2.0873937606811523 (3.0188761949539185) | > loss_feat: 6.39518928527832 (6.6142940087751905) | > loss_mel: 16.857318878173828 (17.043088522824373) | > loss_duration: 2.1615960597991943 (2.353838877244429) | > loss_1: 30.01051139831543 (31.54338923367587)  --> STEP: 23 | > loss_disc: 2.4319260120391846 (2.4471688063248345) | > loss_disc_real_0: 0.16529446840286255 (0.17936259961646536) | > loss_disc_real_1: 0.14449933171272278 (0.20014795337034308) | > loss_disc_real_2: 0.3062838017940521 (0.2387940086748289) | > loss_disc_real_3: 0.3411284387111664 (0.2738066613674164) | > loss_disc_real_4: 0.2555820643901825 (0.2516960190690082) | > loss_disc_real_5: 0.26959237456321716 (0.2703749466201534) | > loss_0: 2.4319260120391846 (2.4471688063248345) | > loss_gen: 2.5451273918151855 (2.5146759489308232) | > loss_kl: 2.739117383956909 (3.006712768388831) | > loss_feat: 7.05810546875 (6.633590159208878) | > loss_mel: 16.847597122192383 (17.03458889670994) | > loss_duration: 2.2913806438446045 (2.3511233018792193) | > loss_1: 31.4813289642334 (31.540690961091414)  --> STEP: 24 | > loss_disc: 2.3008811473846436 (2.4410734872023263) | > loss_disc_real_0: 0.0655662938952446 (0.17462108687808117) | > loss_disc_real_1: 0.22819393873214722 (0.20131653609375158) | > loss_disc_real_2: 0.24803681671619415 (0.23917912567655245) | > loss_disc_real_3: 0.3002813756465912 (0.274909774462382) | > loss_disc_real_4: 0.28826430439949036 (0.2532196976244449) | > loss_disc_real_5: 0.32273828983306885 (0.2725567525873582) | > loss_0: 2.3008811473846436 (2.4410734872023263) | > loss_gen: 2.696563243865967 (2.5222545862197876) | > loss_kl: 2.4813694953918457 (2.98482346534729) | > loss_feat: 6.5082268714904785 (6.6283666888872785) | > loss_mel: 17.917552947998047 (17.071379065513614) | > loss_duration: 2.434856653213501 (2.354612191518148) | > loss_1: 32.038570404052734 (31.56143593788147)  --> STEP: 25 | > loss_disc: 2.582597017288208 (2.4467344284057617) | > loss_disc_real_0: 0.2533932030200958 (0.17777197152376176) | > loss_disc_real_1: 0.23570729792118073 (0.20269216656684874) | > loss_disc_real_2: 0.2358088344335556 (0.23904431402683257) | > loss_disc_real_3: 0.24825040996074677 (0.2738433998823166) | > loss_disc_real_4: 0.21929804980754852 (0.25186283171176904) | > loss_disc_real_5: 0.24436545372009277 (0.27142910063266756) | > loss_0: 2.582597017288208 (2.4467344284057617) | > loss_gen: 2.162482976913452 (2.507863721847534) | > loss_kl: 2.772655963897705 (2.9763367652893065) | > loss_feat: 3.545283794403076 (6.5050433731079105) | > loss_mel: 13.926565170288086 (16.945586509704594) | > loss_duration: 2.422499179840088 (2.3573276710510256) | > loss_1: 24.829486846923828 (31.292157974243164)  --> STEP: 26 | > loss_disc: 2.4911506175994873 (2.448442743374751) | > loss_disc_real_0: 0.12449859082698822 (0.1757229953431166) | > loss_disc_real_1: 0.2592065930366516 (0.20486579835414886) | > loss_disc_real_2: 0.21185195446014404 (0.2379984540434984) | > loss_disc_real_3: 0.2130904197692871 (0.27150674680104625) | > loss_disc_real_4: 0.24275891482830048 (0.2515126810624049) | > loss_disc_real_5: 0.2496604174375534 (0.27059184358670163) | > loss_0: 2.4911506175994873 (2.448442743374751) | > loss_gen: 1.9780055284500122 (2.487484560563014) | > loss_kl: 3.099400520324707 (2.981069986636822) | > loss_feat: 2.0015549659729004 (6.331832280525794) | > loss_mel: 8.837697982788086 (16.63374464328473) | > loss_duration: 2.3690690994262695 (2.3577792644500737) | > loss_1: 18.285728454589844 (30.79191068502573) --> EVAL PERFORMANCE | > avg_loader_time: 0.00258478751549354 (+8.279543656569298e-05) | > avg_loss_disc: 2.448442743374751 (+0.007824219190156967) | > avg_loss_disc_real_0: 0.1757229953431166 (-0.0034043528139591217) | > avg_loss_disc_real_1: 0.20486579835414886 (+0.03176602577933901) | > avg_loss_disc_real_2: 0.2379984540434984 (+0.02542540889519912) | > avg_loss_disc_real_3: 0.27150674680104625 (+0.08097481211790675) | > avg_loss_disc_real_4: 0.2515126810624049 (+0.0358554119100937) | > avg_loss_disc_real_5: 0.27059184358670163 (+0.04882363229990008) | > avg_loss_0: 2.448442743374751 (+0.007824219190156967) | > avg_loss_gen: 2.487484560563014 (+0.26816550126442484) | > avg_loss_kl: 2.981069986636822 (+0.10177325743895338) | > avg_loss_feat: 6.331832280525794 (-0.6259885934682998) | > avg_loss_mel: 16.63374464328473 (-0.5273224390470013) | > avg_loss_duration: 2.3577792644500737 (+0.019010828091548415) | > avg_loss_1: 30.79191068502573 (-0.7643616016094477)  > EPOCH: 705/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:21:44)   --> TIME: 2024-06-11 22:21:54 -- STEP: 24/330 -- GLOBAL_STEP: 320675 | > loss_disc: 2.409717559814453 (2.333840827147166) | > loss_disc_real_0: 0.10841463506221771 (0.10251098529746135) | > loss_disc_real_1: 0.19929353892803192 (0.1986882792164882) | > loss_disc_real_2: 0.2196720540523529 (0.20655330580969652) | > loss_disc_real_3: 0.2529795467853546 (0.22931243727604547) | > loss_disc_real_4: 0.25079286098480225 (0.2331896275281906) | > loss_disc_real_5: 0.26393255591392517 (0.23099267606933913) | > loss_0: 2.409717559814453 (2.333840827147166) | > grad_norm_0: tensor(15.0174, device='cuda:0') (tensor(9.1367, device='cuda:0')) | > loss_gen: 2.476827383041382 (2.4870540698369346) | > loss_kl: 1.7604185342788696 (1.9434358825286229) | > loss_feat: 6.894193172454834 (6.939373354117076) | > loss_mel: 16.97848892211914 (17.67780351638794) | > loss_duration: 1.9436835050582886 (2.0322582920392356) | > loss_1: 30.053611755371094 (31.079925060272217) | > grad_norm_1: tensor(110.9861, device='cuda:0') (tensor(96.7978, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3619 (0.36877105633417767) | > loader_time: 0.0033 (0.003101805845896403)  --> TIME: 2024-06-11 22:22:03 -- STEP: 49/330 -- GLOBAL_STEP: 320700 | > loss_disc: 2.364936351776123 (2.3435369657010443) | > loss_disc_real_0: 0.08709821105003357 (0.10429607924758172) | > loss_disc_real_1: 0.20193679630756378 (0.19564014217075038) | > loss_disc_real_2: 0.188093900680542 (0.20741463042035393) | > loss_disc_real_3: 0.22492586076259613 (0.22918599904799947) | > loss_disc_real_4: 0.19168350100517273 (0.22909238721643174) | > loss_disc_real_5: 0.19785960018634796 (0.22488349676132202) | > loss_0: 2.364936351776123 (2.3435369657010443) | > grad_norm_0: tensor(13.2382, device='cuda:0') (tensor(9.9644, device='cuda:0')) | > loss_gen: 2.415440559387207 (2.4815906748479732) | > loss_kl: 1.6434519290924072 (1.9261920817044316) | > loss_feat: 7.383516788482666 (7.041730257929588) | > loss_mel: 17.448974609375 (17.498251428409493) | > loss_duration: 1.923799991607666 (2.002739273771948) | > loss_1: 30.815183639526367 (30.950503758021764) | > grad_norm_1: tensor(192.9467, device='cuda:0') (tensor(105.1128, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.359 (0.3640476294926235) | > loader_time: 0.0034 (0.0033247422198860012)  --> TIME: 2024-06-11 22:22:12 -- STEP: 74/330 -- GLOBAL_STEP: 320725 | > loss_disc: 2.3842368125915527 (2.34124583489186) | > loss_disc_real_0: 0.131443053483963 (0.10632933021799938) | > loss_disc_real_1: 0.16895118355751038 (0.195912918528995) | > loss_disc_real_2: 0.2824695408344269 (0.20817855785827377) | > loss_disc_real_3: 0.24118751287460327 (0.2288967461602108) | > loss_disc_real_4: 0.2532447874546051 (0.23087970469449018) | > loss_disc_real_5: 0.22932492196559906 (0.22607542232081695) | > loss_0: 2.3842368125915527 (2.34124583489186) | > grad_norm_0: tensor(12.3983, device='cuda:0') (tensor(10.1499, device='cuda:0')) | > loss_gen: 2.60030460357666 (2.492953503454054) | > loss_kl: 2.061511993408203 (1.935660692485603) | > loss_feat: 7.320694923400879 (7.0653806183789225) | > loss_mel: 17.72800064086914 (17.49275449804357) | > loss_duration: 1.9236441850662231 (1.990978870842908) | > loss_1: 31.6341552734375 (30.977728096214502) | > grad_norm_1: tensor(175.4874, device='cuda:0') (tensor(128.3714, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3726 (0.36419869435800095) | > loader_time: 0.004 (0.0034374868547594225)  --> TIME: 2024-06-11 22:22:22 -- STEP: 99/330 -- GLOBAL_STEP: 320750 | > loss_disc: 2.2882401943206787 (2.339826569412693) | > loss_disc_real_0: 0.10560265928506851 (0.10778381999092873) | > loss_disc_real_1: 0.1959410458803177 (0.19636032843228543) | > loss_disc_real_2: 0.19800686836242676 (0.20922939253575873) | > loss_disc_real_3: 0.21570059657096863 (0.22755784880031238) | > loss_disc_real_4: 0.24282805621623993 (0.23135188056362999) | > loss_disc_real_5: 0.2527933418750763 (0.22469018535180527) | > loss_0: 2.2882401943206787 (2.339826569412693) | > grad_norm_0: tensor(5.9554, device='cuda:0') (tensor(11.0068, device='cuda:0')) | > loss_gen: 2.5274293422698975 (2.499533935026688) | > loss_kl: 2.041090488433838 (1.9604549323669587) | > loss_feat: 7.370970726013184 (7.077737861209446) | > loss_mel: 17.421483993530273 (17.463948702571372) | > loss_duration: 2.005106210708618 (1.9910585205964368) | > loss_1: 31.36608123779297 (30.992733887951783) | > grad_norm_1: tensor(109.6251, device='cuda:0') (tensor(138.8889, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3802 (0.3673976671816123) | > loader_time: 0.0052 (0.0035982420950224905)  --> TIME: 2024-06-11 22:22:32 -- STEP: 124/330 -- GLOBAL_STEP: 320775 | > loss_disc: 2.3345787525177 (2.337117473925313) | > loss_disc_real_0: 0.08606363832950592 (0.10870024886342787) | > loss_disc_real_1: 0.15770074725151062 (0.1962636081922439) | > loss_disc_real_2: 0.23262664675712585 (0.20874076733185398) | > loss_disc_real_3: 0.17010407149791718 (0.2274368240708305) | > loss_disc_real_4: 0.22377389669418335 (0.22992576166026055) | > loss_disc_real_5: 0.21953639388084412 (0.2235282743650098) | > loss_0: 2.3345787525177 (2.337117473925313) | > grad_norm_0: tensor(8.9710, device='cuda:0') (tensor(10.9972, device='cuda:0')) | > loss_gen: 2.4791712760925293 (2.500454996862718) | > loss_kl: 1.811202883720398 (1.959802629486207) | > loss_feat: 7.597557067871094 (7.082463987411991) | > loss_mel: 18.399539947509766 (17.47324805105886) | > loss_duration: 2.0148136615753174 (1.9954610832275883) | > loss_1: 32.302284240722656 (31.011430694210915) | > grad_norm_1: tensor(66.9031, device='cuda:0') (tensor(148.2628, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3804 (0.3708450255855438) | > loader_time: 0.0039 (0.003770585983030258)  --> TIME: 2024-06-11 22:22:42 -- STEP: 149/330 -- GLOBAL_STEP: 320800 | > loss_disc: 2.2564072608947754 (2.337218988661797) | > loss_disc_real_0: 0.10698746144771576 (0.11021612949619357) | > loss_disc_real_1: 0.18135060369968414 (0.19595074733631723) | > loss_disc_real_2: 0.18371444940567017 (0.20927720751938406) | > loss_disc_real_3: 0.21099479496479034 (0.2281029669430432) | > loss_disc_real_4: 0.2461961805820465 (0.2306737210726578) | > loss_disc_real_5: 0.23504137992858887 (0.2230116110920106) | > loss_0: 2.2564072608947754 (2.337218988661797) | > grad_norm_0: tensor(29.2701, device='cuda:0') (tensor(12.3548, device='cuda:0')) | > loss_gen: 2.55470609664917 (2.500437082060231) | > loss_kl: 2.119994878768921 (1.9730131026082391) | > loss_feat: 7.121246814727783 (7.083155087976648) | > loss_mel: 17.729616165161133 (17.487552092379374) | > loss_duration: 2.041400909423828 (1.9998946637915285) | > loss_1: 31.566965103149414 (31.04405195761047) | > grad_norm_1: tensor(269.0685, device='cuda:0') (tensor(158.9293, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3993 (0.37372235163746265) | > loader_time: 0.0041 (0.0038927049444825858)  --> TIME: 2024-06-11 22:22:51 -- STEP: 174/330 -- GLOBAL_STEP: 320825 | > loss_disc: 2.4401485919952393 (2.340499729945741) | > loss_disc_real_0: 0.1636439859867096 (0.11163799880051065) | > loss_disc_real_1: 0.20535482466220856 (0.19605670141420142) | > loss_disc_real_2: 0.23662292957305908 (0.21028198678603122) | > loss_disc_real_3: 0.2570517361164093 (0.22792709807212325) | > loss_disc_real_4: 0.2628340423107147 (0.2305825535935917) | > loss_disc_real_5: 0.26399895548820496 (0.2228240061594152) | > loss_0: 2.4401485919952393 (2.340499729945741) | > grad_norm_0: tensor(46.6882, device='cuda:0') (tensor(14.2697, device='cuda:0')) | > loss_gen: 2.5529286861419678 (2.5054775983437723) | > loss_kl: 1.923974871635437 (1.9844293566955917) | > loss_feat: 6.8412017822265625 (7.077588201939375) | > loss_mel: 17.761140823364258 (17.485816232089338) | > loss_duration: 2.104902744293213 (2.0058363292409087) | > loss_1: 31.18414878845215 (31.05914764842768) | > grad_norm_1: tensor(498.6302, device='cuda:0') (tensor(180.2827, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3916 (0.374838630358378) | > loader_time: 0.005 (0.003983674378230655)  --> TIME: 2024-06-11 22:23:01 -- STEP: 199/330 -- GLOBAL_STEP: 320850 | > loss_disc: 2.3546948432922363 (2.341275543423753) | > loss_disc_real_0: 0.1649763286113739 (0.11266285532982505) | > loss_disc_real_1: 0.21216857433319092 (0.1962273799294802) | > loss_disc_real_2: 0.23080074787139893 (0.21013668920826076) | > loss_disc_real_3: 0.2321309894323349 (0.22818121875650318) | > loss_disc_real_4: 0.2271474152803421 (0.23001141217186225) | > loss_disc_real_5: 0.21333403885364532 (0.22191409766674042) | > loss_0: 2.3546948432922363 (2.341275543423753) | > grad_norm_0: tensor(37.1656, device='cuda:0') (tensor(16.3305, device='cuda:0')) | > loss_gen: 2.574335813522339 (2.511272688007833) | > loss_kl: 2.086726188659668 (1.994520279031303) | > loss_feat: 6.612594127655029 (7.077092168319165) | > loss_mel: 17.32381820678711 (17.4454947620181) | > loss_duration: 2.1236417293548584 (2.0143581520971936) | > loss_1: 30.721115112304688 (31.04273793206143) | > grad_norm_1: tensor(376.9804, device='cuda:0') (tensor(205.3253, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.3767 (0.3761277282657335) | > loader_time: 0.0051 (0.004082903790114514)  --> TIME: 2024-06-11 22:23:11 -- STEP: 224/330 -- GLOBAL_STEP: 320875 | > loss_disc: 2.320477247238159 (2.3452552695359503) | > loss_disc_real_0: 0.11580891162157059 (0.11395896409106042) | > loss_disc_real_1: 0.17671039700508118 (0.19689187041616862) | > loss_disc_real_2: 0.16904771327972412 (0.2100636740215123) | > loss_disc_real_3: 0.23006758093833923 (0.228707536123693) | > loss_disc_real_4: 0.20660080015659332 (0.23006030059020435) | > loss_disc_real_5: 0.19822703301906586 (0.22187098115682602) | > loss_0: 2.320477247238159 (2.3452552695359503) | > grad_norm_0: tensor(34.7008, device='cuda:0') (tensor(18.6845, device='cuda:0')) | > loss_gen: 2.4427852630615234 (2.509192668965883) | > loss_kl: 2.033486843109131 (2.002596148422786) | > loss_feat: 7.161027431488037 (7.0613785066774915) | > loss_mel: 17.06630516052246 (17.39304134675435) | > loss_duration: 2.141232490539551 (2.0226951151021875) | > loss_1: 30.844837188720703 (30.988903684275492) | > grad_norm_1: tensor(260.8691, device='cuda:0') (tensor(229.2215, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.4018 (0.3786153505955423) | > loader_time: 0.0051 (0.004190981388092045)  --> TIME: 2024-06-11 22:23:22 -- STEP: 249/330 -- GLOBAL_STEP: 320900 | > loss_disc: 2.412910223007202 (2.347424195952205) | > loss_disc_real_0: 0.1557326763868332 (0.11557873841150697) | > loss_disc_real_1: 0.17043843865394592 (0.19712721487604468) | > loss_disc_real_2: 0.19006335735321045 (0.20995702417978804) | > loss_disc_real_3: 0.23145581781864166 (0.22809824233792392) | > loss_disc_real_4: 0.21172340214252472 (0.2298931244865479) | > loss_disc_real_5: 0.23609302937984467 (0.2221972480954894) | > loss_0: 2.412910223007202 (2.347424195952205) | > grad_norm_0: tensor(35.5098, device='cuda:0') (tensor(19.7883, device='cuda:0')) | > loss_gen: 2.494933605194092 (2.5060160792017543) | > loss_kl: 2.147442102432251 (2.0080432015729244) | > loss_feat: 6.4026103019714355 (7.0391214037516034) | > loss_mel: 16.882986068725586 (17.33068092376833) | > loss_duration: 2.1139752864837646 (2.0313515227482486) | > loss_1: 30.041948318481445 (30.915213060187526) | > grad_norm_1: tensor(405.9394, device='cuda:0') (tensor(242.6081, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.4148 (0.3826333585991916) | > loader_time: 0.0057 (0.004314560488045939)  --> TIME: 2024-06-11 22:23:33 -- STEP: 274/330 -- GLOBAL_STEP: 320925 | > loss_disc: 2.642487049102783 (2.3518403133336645) | > loss_disc_real_0: 0.13737879693508148 (0.11663155651984423) | > loss_disc_real_1: 0.20403295755386353 (0.19765566702741771) | > loss_disc_real_2: 0.2302318662405014 (0.21082909084367057) | > loss_disc_real_3: 0.2533152997493744 (0.2284860781727046) | > loss_disc_real_4: 0.26400166749954224 (0.23002631967737727) | > loss_disc_real_5: 0.2986031770706177 (0.22167885760321235) | > loss_0: 2.642487049102783 (2.3518403133336645) | > grad_norm_0: tensor(93.1341, device='cuda:0') (tensor(21.7669, device='cuda:0')) | > loss_gen: 2.2925567626953125 (2.5067283576422357) | > loss_kl: 2.110093832015991 (2.010341390205996) | > loss_feat: 7.00246000289917 (7.047803501143073) | > loss_mel: 16.621566772460938 (17.297865704028293) | > loss_duration: 2.1384270191192627 (2.0403292766452688) | > loss_1: 30.165103912353516 (30.90306813177401) | > grad_norm_1: tensor(465.5006, device='cuda:0') (tensor(262.6783, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.4464 (0.3878057081333911) | > loader_time: 0.0059 (0.004468427087268695)  --> TIME: 2024-06-11 22:23:45 -- STEP: 299/330 -- GLOBAL_STEP: 320950 | > loss_disc: 2.4479737281799316 (2.3550890034257765) | > loss_disc_real_0: 0.22553583979606628 (0.11790490613932593) | > loss_disc_real_1: 0.1922164261341095 (0.19775846047345608) | > loss_disc_real_2: 0.20973113179206848 (0.2108432660035066) | > loss_disc_real_3: 0.23219220340251923 (0.22876973913664803) | > loss_disc_real_4: 0.2602561414241791 (0.22992446804325717) | > loss_disc_real_5: 0.23322691023349762 (0.2220325129087952) | > loss_0: 2.4479737281799316 (2.3550890034257765) | > grad_norm_0: tensor(50.4866, device='cuda:0') (tensor(24.3369, device='cuda:0')) | > loss_gen: 2.6208341121673584 (2.5083839422882996) | > loss_kl: 2.0280914306640625 (2.0135434060591115) | > loss_feat: 6.820276737213135 (7.04937418966389) | > loss_mel: 17.034915924072266 (17.2350159903434) | > loss_duration: 2.193537712097168 (2.0509929142668075) | > loss_1: 30.697654724121094 (30.857310342948175) | > grad_norm_1: tensor(268.7290, device='cuda:0') (tensor(282.2162, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.4802 (0.3940265816589661) | > loader_time: 0.0066 (0.004633244862125873)  --> TIME: 2024-06-11 22:23:59 -- STEP: 324/330 -- GLOBAL_STEP: 320975 | > loss_disc: 2.5106868743896484 (2.361048559347788) | > loss_disc_real_0: 0.14348384737968445 (0.11973223876621988) | > loss_disc_real_1: 0.24895063042640686 (0.19896810028104134) | > loss_disc_real_2: 0.18994370102882385 (0.21096345391354437) | > loss_disc_real_3: 0.1952931135892868 (0.22858489355371323) | > loss_disc_real_4: 0.19377478957176208 (0.22999212453946655) | > loss_disc_real_5: 0.2501789927482605 (0.22226229047885648) | > loss_0: 2.5106868743896484 (2.361048559347788) | > grad_norm_0: tensor(13.1353, device='cuda:0') (tensor(24.6899, device='cuda:0')) | > loss_gen: 2.3591387271881104 (2.501457614663207) | > loss_kl: 2.111124038696289 (2.0181597581616146) | > loss_feat: 9.424851417541504 (7.080120900530874) | > loss_mel: 16.94061279296875 (17.178080670627562) | > loss_duration: 2.2747364044189453 (2.065498480458317) | > loss_1: 33.11046600341797 (30.843317337978032) | > grad_norm_1: tensor(206.4690, device='cuda:0') (tensor(290.5878, device='cuda:0')) | > current_lr_0: 0.00018312827403052281 | > current_lr_1: 0.00018312827403052281 | > step_time: 0.593 (0.4055193375658105) | > loader_time: 0.0099 (0.004892155712033499)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5477569103240967 (2.5477569103240967) | > loss_disc_real_0: 0.15434595942497253 (0.15434595942497253) | > loss_disc_real_1: 0.393537312746048 (0.393537312746048) | > loss_disc_real_2: 0.24184074997901917 (0.24184074997901917) | > loss_disc_real_3: 0.3054540753364563 (0.3054540753364563) | > loss_disc_real_4: 0.30139392614364624 (0.30139392614364624) | > loss_disc_real_5: 0.1669270545244217 (0.1669270545244217) | > loss_0: 2.5477569103240967 (2.5477569103240967) | > loss_gen: 2.7240729331970215 (2.7240729331970215) | > loss_kl: 1.582701325416565 (1.582701325416565) | > loss_feat: 6.828347682952881 (6.828347682952881) | > loss_mel: 18.54461669921875 (18.54461669921875) | > loss_duration: 3.113436222076416 (3.113436222076416) | > loss_1: 32.793174743652344 (32.793174743652344)  --> STEP: 1 | > loss_disc: 2.635793685913086 (2.635793685913086) | > loss_disc_real_0: 0.12938009202480316 (0.12938009202480316) | > loss_disc_real_1: 0.3590121269226074 (0.3590121269226074) | > loss_disc_real_2: 0.20790381729602814 (0.20790381729602814) | > loss_disc_real_3: 0.27247321605682373 (0.27247321605682373) | > loss_disc_real_4: 0.32346341013908386 (0.32346341013908386) | > loss_disc_real_5: 0.2667418420314789 (0.2667418420314789) | > loss_0: 2.635793685913086 (2.635793685913086) | > loss_gen: 2.4042651653289795 (2.4042651653289795) | > loss_kl: 3.1715176105499268 (3.1715176105499268) | > loss_feat: 5.6495842933654785 (5.6495842933654785) | > loss_mel: 17.405319213867188 (17.405319213867188) | > loss_duration: 2.4648022651672363 (2.4648022651672363) | > loss_1: 31.095487594604492 (31.095487594604492)  --> STEP: 2 | > loss_disc: 2.447542428970337 (2.5416680574417114) | > loss_disc_real_0: 0.15954165160655975 (0.14446087181568146) | > loss_disc_real_1: 0.373563289642334 (0.3662877082824707) | > loss_disc_real_2: 0.24049998819828033 (0.22420190274715424) | > loss_disc_real_3: 0.3006809651851654 (0.28657709062099457) | > loss_disc_real_4: 0.2286256104707718 (0.2760445103049278) | > loss_disc_real_5: 0.18888729810714722 (0.22781457006931305) | > loss_0: 2.447542428970337 (2.5416680574417114) | > loss_gen: 2.68404483795166 (2.54415500164032) | > loss_kl: 3.2162113189697266 (3.1938644647598267) | > loss_feat: 5.620781898498535 (5.635183095932007) | > loss_mel: 18.03153419494629 (17.71842670440674) | > loss_duration: 2.5010268688201904 (2.4829145669937134) | > loss_1: 32.05359649658203 (31.57454204559326)  --> STEP: 3 | > loss_disc: 2.4749932289123535 (2.5194431145985923) | > loss_disc_real_0: 0.09200431406497955 (0.12697535256544748) | > loss_disc_real_1: 0.2485078126192093 (0.32702774306138355) | > loss_disc_real_2: 0.20021863281726837 (0.2162074794371923) | > loss_disc_real_3: 0.32850438356399536 (0.3005528549353282) | > loss_disc_real_4: 0.2574690282344818 (0.2698526829481125) | > loss_disc_real_5: 0.2788541615009308 (0.24482776721318564) | > loss_0: 2.4749932289123535 (2.5194431145985923) | > loss_gen: 2.4533615112304688 (2.513890504837036) | > loss_kl: 3.354167938232422 (3.2472989559173584) | > loss_feat: 5.7503204345703125 (5.673562208811442) | > loss_mel: 16.528810501098633 (17.321887969970703) | > loss_duration: 2.288902521133423 (2.418243885040283) | > loss_1: 30.37556266784668 (31.174882253011067)  --> STEP: 4 | > loss_disc: 2.476043224334717 (2.5085931420326233) | > loss_disc_real_0: 0.13381868600845337 (0.12868618592619896) | > loss_disc_real_1: 0.31246066093444824 (0.32338597252964973) | > loss_disc_real_2: 0.28786006569862366 (0.23412062600255013) | > loss_disc_real_3: 0.3547358214855194 (0.314098596572876) | > loss_disc_real_4: 0.238594651222229 (0.2620381750166416) | > loss_disc_real_5: 0.265267550945282 (0.24993771314620972) | > loss_0: 2.476043224334717 (2.5085931420326233) | > loss_gen: 2.793442964553833 (2.5837786197662354) | > loss_kl: 4.07203483581543 (3.453482925891876) | > loss_feat: 6.027535438537598 (5.762055516242981) | > loss_mel: 17.691286087036133 (17.41423749923706) | > loss_duration: 2.406789541244507 (2.415380299091339) | > loss_1: 32.9910888671875 (31.628933906555176)  --> STEP: 5 | > loss_disc: 2.5281918048858643 (2.5125128746032717) | > loss_disc_real_0: 0.19029641151428223 (0.1410082310438156) | > loss_disc_real_1: 0.35988402366638184 (0.33068558275699617) | > loss_disc_real_2: 0.28014177083969116 (0.24332485496997833) | > loss_disc_real_3: 0.2860872149467468 (0.30849632024765017) | > loss_disc_real_4: 0.3072895407676697 (0.27108844816684724) | > loss_disc_real_5: 0.22470422089099884 (0.24489101469516755) | > loss_0: 2.5281918048858643 (2.5125128746032717) | > loss_gen: 2.829213857650757 (2.6328656673431396) | > loss_kl: 2.335648775100708 (3.2299160957336426) | > loss_feat: 7.112288951873779 (6.03210220336914) | > loss_mel: 18.804691314697266 (17.692328262329102) | > loss_duration: 2.3476579189300537 (2.401835823059082) | > loss_1: 33.429500579833984 (31.989047241210937)  --> STEP: 6 | > loss_disc: 2.8521366119384766 (2.5691168308258057) | > loss_disc_real_0: 0.07858838140964508 (0.13060492277145386) | > loss_disc_real_1: 0.6373933553695679 (0.38180354485909146) | > loss_disc_real_2: 0.23746031522750854 (0.2423474316795667) | > loss_disc_real_3: 0.3191705644130707 (0.3102753609418869) | > loss_disc_real_4: 0.2753383219242096 (0.27179676045974094) | > loss_disc_real_5: 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(3.3159635407584056) | > loss_feat: 5.938814163208008 (6.129901613507952) | > loss_mel: 16.189069747924805 (17.609085083007812) | > loss_duration: 2.591085433959961 (2.398575714656285) | > loss_1: 32.065650939941406 (32.192125592912944)  --> STEP: 8 | > loss_disc: 2.1615540981292725 (2.531574994325638) | > loss_disc_real_0: 0.12193889170885086 (0.1380349462851882) | > loss_disc_real_1: 0.3459368050098419 (0.3918269108980894) | > loss_disc_real_2: 0.2305017113685608 (0.24459808878600597) | > loss_disc_real_3: 0.20764325559139252 (0.30364453978836536) | > loss_disc_real_4: 0.21135461330413818 (0.26580156944692135) | > loss_disc_real_5: 0.23751209676265717 (0.2519557327032089) | > loss_0: 2.1615540981292725 (2.531574994325638) | > loss_gen: 3.0490059852600098 (2.777401238679886) | > loss_kl: 3.3572819232940674 (3.321128338575363) | > loss_feat: 10.268314361572266 (6.647203207015991) | > loss_mel: 19.887523651123047 (17.893889904022217) | > loss_duration: 2.2884528636932373 (2.384810358285904) | > loss_1: 38.85057830810547 (33.02443218231201)  --> STEP: 9 | > loss_disc: 2.3029510974884033 (2.5061723391215005) | > loss_disc_real_0: 0.16217546164989471 (0.14071722577015558) | > loss_disc_real_1: 0.3037225902080536 (0.38203754193252987) | > loss_disc_real_2: 0.23076260089874268 (0.24306081235408783) | > loss_disc_real_3: 0.3125740587711334 (0.3046367085642285) | > loss_disc_real_4: 0.24917791783809662 (0.2639544970459408) | > loss_disc_real_5: 0.23408536612987518 (0.24997013641728294) | > loss_0: 2.3029510974884033 (2.5061723391215005) | > loss_gen: 3.120781183242798 (2.815554565853543) | > loss_kl: 1.7646989822387695 (3.1481917434268527) | > loss_feat: 8.34853458404541 (6.8362400266859265) | > loss_mel: 16.88908576965332 (17.78224500020345) | > loss_duration: 2.19989013671875 (2.3642636670006647) | > loss_1: 32.32299041748047 (32.94649420844184)  --> STEP: 10 | > loss_disc: 2.3128714561462402 (2.4868422508239747) | > loss_disc_real_0: 0.11315793544054031 (0.13796129673719407) | > loss_disc_real_1: 0.2837052643299103 (0.3722043141722679) | > loss_disc_real_2: 0.31204652786254883 (0.24995938390493394) | > loss_disc_real_3: 0.3312440812587738 (0.307297445833683) | > loss_disc_real_4: 0.2549830973148346 (0.2630573570728302) | > loss_disc_real_5: 0.22258318960666656 (0.2472314417362213) | > loss_0: 2.3128714561462402 (2.4868422508239747) | > loss_gen: 2.9627223014831543 (2.830271339416504) | > loss_kl: 3.1178083419799805 (3.1451534032821655) | > loss_feat: 6.3881754875183105 (6.791433572769165) | > loss_mel: 18.013479232788086 (17.805368423461914) | > loss_duration: 2.3578975200653076 (2.363627052307129) | > loss_1: 32.840084075927734 (32.93585319519043)  --> STEP: 11 | > loss_disc: 2.5312929153442383 (2.490883220325817) | > loss_disc_real_0: 0.06649311631917953 (0.13146418942646546) | > loss_disc_real_1: 0.4676888585090637 (0.3808847272937948) | > loss_disc_real_2: 0.2870646119117737 (0.25333258645101026) | > loss_disc_real_3: 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(6.785181522369385) | > loss_mel: 16.588464736938477 (17.56011728140024) | > loss_duration: 2.279097557067871 (2.360646284543551) | > loss_1: 29.496932983398438 (32.67241301903358)  --> STEP: 14 | > loss_disc: 2.823668956756592 (2.5101338795253207) | > loss_disc_real_0: 0.14419437944889069 (0.1290734740240233) | > loss_disc_real_1: 0.33282285928726196 (0.3625716098717281) | > loss_disc_real_2: 0.303988516330719 (0.2583909364683287) | > loss_disc_real_3: 0.3949650228023529 (0.3134732831801687) | > loss_disc_real_4: 0.320281058549881 (0.26842243117945547) | > loss_disc_real_5: 0.3314190208911896 (0.25736563652753824) | > loss_0: 2.823668956756592 (2.5101338795253207) | > loss_gen: 2.5546083450317383 (2.7955125910895213) | > loss_kl: 4.299394130706787 (3.2343511070523943) | > loss_feat: 5.487250328063965 (6.692472151347569) | > loss_mel: 18.32455062866211 (17.61471966334752) | > loss_duration: 2.3732824325561523 (2.361548866544451) | > loss_1: 33.039085388183594 (32.69860390254429)  --> STEP: 15 | > loss_disc: 2.518648624420166 (2.5107015291849772) | > loss_disc_real_0: 0.12327717989683151 (0.12868705441554384) | > loss_disc_real_1: 0.36450690031051636 (0.36270062923431395) | > loss_disc_real_2: 0.21280816197395325 (0.25535208483537036) | > loss_disc_real_3: 0.2862807512283325 (0.311660447716713) | > loss_disc_real_4: 0.24845066666603088 (0.2670909802118938) | > loss_disc_real_5: 0.34049272537231445 (0.26290744245052333) | > loss_0: 2.518648624420166 (2.5107015291849772) | > loss_gen: 2.683851718902588 (2.7880685329437256) | > loss_kl: 3.1701416969299316 (3.230070479710897) | > loss_feat: 5.747948169708252 (6.629503885904948) | > loss_mel: 17.83085823059082 (17.629128901163735) | > loss_duration: 2.402160167694092 (2.3642562866210937) | > loss_1: 31.834959030151367 (32.6410275777181)  --> STEP: 16 | > loss_disc: 2.8044610023498535 (2.529061496257782) | > loss_disc_real_0: 0.09465152025222778 (0.1265598335303366) | > loss_disc_real_1: 0.40112048387527466 (0.365101870149374) | > loss_disc_real_2: 0.32316505908966064 (0.2595903957262635) | > loss_disc_real_3: 0.4034692347049713 (0.3173984969034791) | > loss_disc_real_4: 0.3517564833164215 (0.2723825741559268) | > loss_disc_real_5: 0.2548746168613434 (0.26240539085119957) | > loss_0: 2.8044610023498535 (2.529061496257782) | > loss_gen: 2.8536875247955322 (2.7921697199344635) | > loss_kl: 3.1413161754608154 (3.2245233356952667) | > loss_feat: 7.35959529876709 (6.675134599208832) | > loss_mel: 16.718833923339844 (17.572235465049744) | > loss_duration: 2.4256606101989746 (2.3680940568447113) | > loss_1: 32.49909210205078 (32.63215661048889)  --> STEP: 17 | > loss_disc: 2.4656620025634766 (2.525332114275764) | > loss_disc_real_0: 0.07252098619937897 (0.12338107780498614) | > loss_disc_real_1: 0.3883435130119324 (0.36646902561187744) | > loss_disc_real_2: 0.25526025891304016 (0.2593356817960739) | > loss_disc_real_3: 0.3275962471961975 (0.31799836456775665) | > loss_disc_real_4: 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(17.318553573206852) | > loss_duration: 2.358241558074951 (2.3653822572607743) | > loss_1: 29.19232749938965 (32.17062096846731)  --> STEP: 20 | > loss_disc: 2.5498249530792236 (2.542962074279785) | > loss_disc_real_0: 0.0863625705242157 (0.12475940771400928) | > loss_disc_real_1: 0.4729149043560028 (0.37618703246116636) | > loss_disc_real_2: 0.228447824716568 (0.2581750601530075) | > loss_disc_real_3: 0.275846391916275 (0.31874043866991997) | > loss_disc_real_4: 0.30217379331588745 (0.2795171037316323) | > loss_disc_real_5: 0.2113073617219925 (0.26068124473094934) | > loss_0: 2.5498249530792236 (2.542962074279785) | > loss_gen: 2.808877468109131 (2.7947146534919742) | > loss_kl: 2.2680985927581787 (3.043167531490326) | > loss_feat: 6.953335285186768 (6.625984835624695) | > loss_mel: 18.379150390625 (17.371583414077758) | > loss_duration: 2.3196544647216797 (2.3630958676338194) | > loss_1: 32.72911834716797 (32.19854583740234)  --> STEP: 21 | > loss_disc: 2.637953281402588 (2.5474854650951566) | > loss_disc_real_0: 0.08727232366800308 (0.12297430847372327) | > loss_disc_real_1: 0.1980627328157425 (0.36770492295424145) | > loss_disc_real_2: 0.2467961460351944 (0.2576332070997783) | > loss_disc_real_3: 0.32138681411743164 (0.3188664565483729) | > loss_disc_real_4: 0.29033663868904114 (0.2800323196819851) | > loss_disc_real_5: 0.30667486786842346 (0.26287141726130525) | > loss_0: 2.637953281402588 (2.5474854650951566) | > loss_gen: 2.2677857875823975 (2.7696228027343754) | > loss_kl: 2.6971752643585205 (3.0266917092459544) | > loss_feat: 5.526846885681152 (6.573644933246431) | > loss_mel: 14.413742065429688 (17.230733826046897) | > loss_duration: 2.224865436553955 (2.356513466153826) | > loss_1: 27.130414962768555 (31.95720627194359)  --> STEP: 22 | > loss_disc: 2.5566205978393555 (2.5479006984017114) | > loss_disc_real_0: 0.08099102973937988 (0.12106597762216222) | > loss_disc_real_1: 0.5054032206535339 (0.37396393648602744) | > loss_disc_real_2: 0.18050526082515717 (0.2541273913600228) | > loss_disc_real_3: 0.28025317192077637 (0.3171113072471185) | > loss_disc_real_4: 0.2509305477142334 (0.27870951186526915) | > loss_disc_real_5: 0.22403104603290558 (0.26110594584183255) | > loss_0: 2.5566205978393555 (2.5479006984017114) | > loss_gen: 2.7160592079162598 (2.7671880938790063) | > loss_kl: 2.713752031326294 (3.0124671784314243) | > loss_feat: 6.688188076019287 (6.578851439736106) | > loss_mel: 18.397977828979492 (17.283790371634744) | > loss_duration: 2.192235231399536 (2.349046273664994) | > loss_1: 32.708213806152344 (31.99134297804399)  --> STEP: 23 | > loss_disc: 2.7419612407684326 (2.556338113287221) | > loss_disc_real_0: 0.1924968957901001 (0.12417166971642038) | > loss_disc_real_1: 0.3914978802204132 (0.3747262818657834) | > loss_disc_real_2: 0.2572002708911896 (0.2542609948178996) | > loss_disc_real_3: 0.3608234226703644 (0.31901183400465094) | > loss_disc_real_4: 0.26653367280960083 (0.27818012755850097) | > loss_disc_real_5: 0.281364381313324 (0.2619867473840713) | > loss_0: 2.7419612407684326 (2.556338113287221) | > loss_gen: 2.6578783988952637 (2.7624354984449306) | > loss_kl: 2.333578586578369 (2.9829502831334653) | > loss_feat: 6.109206199645996 (6.558432081471318) | > loss_mel: 15.698572158813477 (17.214867840642516) | > loss_duration: 2.3290958404541016 (2.34817886352539) | > loss_1: 29.128332138061523 (31.86686424587084)  --> STEP: 24 | > loss_disc: 2.7275290489196777 (2.5634710689385733) | > loss_disc_real_0: 0.18425196409225464 (0.12667501531541348) | > loss_disc_real_1: 0.43463119864463806 (0.3772223200649023) | > loss_disc_real_2: 0.2799822688102722 (0.2553327145675818) | > loss_disc_real_3: 0.35582125186920166 (0.3205455597490072) | > loss_disc_real_4: 0.30358263850212097 (0.2792385655144851) | > loss_disc_real_5: 0.31955191493034363 (0.26438529603183264) | > loss_0: 2.7275290489196777 (2.5634710689385733) | > loss_gen: 3.002817392349243 (2.7724514106909433) | > loss_kl: 2.6227216720581055 (2.967940757671992) | > loss_feat: 7.886797904968262 (6.613780657450358) | > loss_mel: 18.28246307373047 (17.25935097535451) | > loss_duration: 2.4247233867645264 (2.351368218660354) | > loss_1: 34.21952438354492 (31.964891751607258)  --> STEP: 25 | > loss_disc: 2.7401978969573975 (2.5705401420593263) | > loss_disc_real_0: 0.17240265011787415 (0.1285041207075119) | > loss_disc_real_1: 0.30219602584838867 (0.37422126829624175) | > loss_disc_real_2: 0.2711411714553833 (0.25596505284309384) | > loss_disc_real_3: 0.2911003828048706 (0.31936775267124173) | > loss_disc_real_4: 0.2630155086517334 (0.27858964323997504) | > loss_disc_real_5: 0.2706291079521179 (0.26463504850864406) | > loss_0: 2.7401978969573975 (2.5705401420593263) | > loss_gen: 2.1351706981658936 (2.7469601821899414) | > loss_kl: 2.9058990478515625 (2.965459089279175) | > loss_feat: 3.8929781913757324 (6.504948558807373) | > loss_mel: 12.427355766296387 (17.066071166992188) | > loss_duration: 2.411792278289795 (2.3537851810455317) | > loss_1: 23.773195266723633 (31.637223892211914)  --> STEP: 26 | > loss_disc: 2.6631410121917725 (2.5741017139874973) | > loss_disc_real_0: 0.20062147080898285 (0.13127786494218385) | > loss_disc_real_1: 0.24873749911785126 (0.36939496948168826) | > loss_disc_real_2: 0.2415691316127777 (0.25541136356500477) | > loss_disc_real_3: 0.31271836161613464 (0.31911200686142993) | > loss_disc_real_4: 0.29408296942710876 (0.2791855404010187) | > loss_disc_real_5: 0.3255651295185089 (0.26697851316286964) | > loss_0: 2.6631410121917725 (2.5741017139874973) | > loss_gen: 2.3476009368896484 (2.731600211216853) | > loss_kl: 2.6631417274475098 (2.9538314984394956) | > loss_feat: 3.8113181591033936 (6.401347389587989) | > loss_mel: 14.509400367736816 (16.967737674713135) | > loss_duration: 2.2696027755737305 (2.350547396219693) | > loss_1: 25.601062774658203 (31.40506384922908) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023074608582716724 (-0.0002773266572218677) | > avg_loss_disc: 2.5741017139874973 (+0.12565897061274622) | > avg_loss_disc_real_0: 0.13127786494218385 (-0.04444513040093276) | > avg_loss_disc_real_1: 0.36939496948168826 (+0.1645291711275394) | > avg_loss_disc_real_2: 0.25541136356500477 (+0.01741290952150637) | > avg_loss_disc_real_3: 0.31911200686142993 (+0.04760526006038368) | > avg_loss_disc_real_4: 0.2791855404010187 (+0.027672859338613798) | > avg_loss_disc_real_5: 0.26697851316286964 (-0.003613330423831995) | > avg_loss_0: 2.5741017139874973 (+0.12565897061274622) | > avg_loss_gen: 2.731600211216853 (+0.2441156506538391) | > avg_loss_kl: 2.9538314984394956 (-0.02723848819732666) | > avg_loss_feat: 6.401347389587989 (+0.06951510906219482) | > avg_loss_mel: 16.967737674713135 (+0.3339930314284061) | > avg_loss_duration: 2.350547396219693 (-0.007231868230380467) | > avg_loss_1: 31.40506384922908 (+0.6131531642033501)  > EPOCH: 706/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:24:22)   --> TIME: 2024-06-11 22:24:31 -- STEP: 19/330 -- GLOBAL_STEP: 321000 | > loss_disc: 2.4511682987213135 (2.436553302564119) | > loss_disc_real_0: 0.0955059602856636 (0.11488568390670575) | > loss_disc_real_1: 0.21007908880710602 (0.22758693757810092) | > loss_disc_real_2: 0.21563130617141724 (0.21589733189658114) | > loss_disc_real_3: 0.2661782503128052 (0.23458358723866313) | > loss_disc_real_4: 0.2587059736251831 (0.23926376982739098) | > loss_disc_real_5: 0.25298944115638733 (0.23299909892835116) | > loss_0: 2.4511682987213135 (2.436553302564119) | > grad_norm_0: tensor(10.5555, device='cuda:0') (tensor(7.7319, device='cuda:0')) | > loss_gen: 2.1734108924865723 (2.4704593859220805) | > loss_kl: 2.0073089599609375 (1.9026142860713757) | > loss_feat: 6.367273807525635 (6.862361155058208) | > loss_mel: 16.03509521484375 (17.614158128437243) | > loss_duration: 1.9691574573516846 (2.052655445901971) | > loss_1: 28.55224609375 (30.90224828218159) | > grad_norm_1: tensor(81.1582, device='cuda:0') (tensor(63.4559, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3594 (0.36355518039904144) | > loader_time: 0.0031 (0.0031610915535374693) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_321000.pth  --> TIME: 2024-06-11 22:24:44 -- STEP: 44/330 -- GLOBAL_STEP: 321025 | > loss_disc: 2.372096538543701 (2.3780972307378594) | > loss_disc_real_0: 0.10017978399991989 (0.11059929244220257) | > loss_disc_real_1: 0.19562512636184692 (0.20836014198985967) | > loss_disc_real_2: 0.22734799981117249 (0.20968918908726086) | > loss_disc_real_3: 0.2383931428194046 (0.2286184812811288) | > loss_disc_real_4: 0.24157696962356567 (0.23409562727267091) | > loss_disc_real_5: 0.23678989708423615 (0.2261338078162887) | > loss_0: 2.372096538543701 (2.3780972307378594) | > grad_norm_0: tensor(8.6141, device='cuda:0') (tensor(7.7471, device='cuda:0')) | > loss_gen: 2.5145986080169678 (2.4772696007381785) | > loss_kl: 2.090881109237671 (1.9599774317307905) | > loss_feat: 7.287724494934082 (6.986997430974787) | > loss_mel: 17.448627471923828 (17.527390393343836) | > loss_duration: 1.9286589622497559 (2.0099931142546903) | > loss_1: 31.270490646362305 (30.961628003553912) | > grad_norm_1: tensor(57.8113, device='cuda:0') (tensor(67.0098, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3698 (0.36950623989105225) | > loader_time: 0.0033 (0.0033633221279491077)  --> TIME: 2024-06-11 22:24:54 -- STEP: 69/330 -- GLOBAL_STEP: 321050 | > loss_disc: 2.372770309448242 (2.364461497984071) | > loss_disc_real_0: 0.09674069285392761 (0.11036296728728474) | > loss_disc_real_1: 0.19566577672958374 (0.203820307833561) | > loss_disc_real_2: 0.19207759201526642 (0.20930572933908823) | > loss_disc_real_3: 0.21371755003929138 (0.22795096169347348) | > loss_disc_real_4: 0.21738460659980774 (0.23377691036549167) | > loss_disc_real_5: 0.1972670555114746 (0.2225592190372771) | > loss_0: 2.372770309448242 (2.364461497984071) | > grad_norm_0: tensor(11.8560, device='cuda:0') (tensor(7.5193, device='cuda:0')) | > loss_gen: 2.5108120441436768 (2.473417582719222) | > loss_kl: 2.033165216445923 (1.9722942735837854) | > loss_feat: 7.264177322387695 (6.989102688388548) | > loss_mel: 17.023967742919922 (17.510149444358934) | > loss_duration: 1.9410264492034912 (1.9967577319214305) | > loss_1: 30.773149490356445 (30.941721708878227) | > grad_norm_1: tensor(57.4709, device='cuda:0') (tensor(67.3468, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3754 (0.3694858067277549) | > loader_time: 0.004 (0.0034812533337136974)  --> TIME: 2024-06-11 22:25:03 -- STEP: 94/330 -- GLOBAL_STEP: 321075 | > loss_disc: 2.384010076522827 (2.3780491352081303) | > loss_disc_real_0: 0.11413291841745377 (0.11289229473852097) | > loss_disc_real_1: 0.24195903539657593 (0.20390428840479957) | > loss_disc_real_2: 0.17639228701591492 (0.21065056498380416) | > loss_disc_real_3: 0.23883335292339325 (0.2298277034721476) | > loss_disc_real_4: 0.22369952499866486 (0.23424762217922412) | > loss_disc_real_5: 0.18434560298919678 (0.22327297989358294) | > loss_0: 2.384010076522827 (2.3780491352081303) | > grad_norm_0: tensor(6.7084, device='cuda:0') (tensor(8.2405, device='cuda:0')) | > loss_gen: 2.5045347213745117 (2.459709086316697) | > loss_kl: 1.876444935798645 (1.9583173800022045) | > loss_feat: 6.564287185668945 (6.901688570671893) | > loss_mel: 17.41974449157715 (17.48229901334072) | > loss_duration: 2.0000481605529785 (1.9931980371475218) | > loss_1: 30.365060806274414 (30.79521215722916) | > grad_norm_1: tensor(90.0378, device='cuda:0') (tensor(77.0480, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3572 (0.3696736858246173) | > loader_time: 0.0038 (0.003595646391523645)  --> TIME: 2024-06-11 22:25:13 -- STEP: 119/330 -- GLOBAL_STEP: 321100 | > loss_disc: 2.3810155391693115 (2.3722330482066187) | > loss_disc_real_0: 0.14592039585113525 (0.11456595292361844) | > loss_disc_real_1: 0.18829892575740814 (0.20274819483777057) | > loss_disc_real_2: 0.20339207351207733 (0.21079164117324253) | > loss_disc_real_3: 0.22847135365009308 (0.2293574607171932) | > loss_disc_real_4: 0.24220386147499084 (0.23341000443246185) | > loss_disc_real_5: 0.24581485986709595 (0.222582801800816) | > loss_0: 2.3810155391693115 (2.3722330482066187) | > grad_norm_0: tensor(6.3579, device='cuda:0') (tensor(8.3916, device='cuda:0')) | > loss_gen: 2.495920419692993 (2.468865614979206) | > loss_kl: 1.9143450260162354 (1.968642011410048) | > loss_feat: 7.051453590393066 (6.911787273503151) | > loss_mel: 17.79522705078125 (17.46223582740591) | > loss_duration: 1.9985777139663696 (1.9949194132780825) | > loss_1: 31.255521774291992 (30.806450210699513) | > grad_norm_1: tensor(34.2720, device='cuda:0') (tensor(89.8559, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3782 (0.37155052593776144) | > loader_time: 0.0039 (0.0037497772889978744)  --> TIME: 2024-06-11 22:25:23 -- STEP: 144/330 -- GLOBAL_STEP: 321125 | > loss_disc: 2.322162628173828 (2.3777788033088054) | > loss_disc_real_0: 0.07988399267196655 (0.11554838587633437) | > loss_disc_real_1: 0.22326765954494476 (0.20280331000685692) | > loss_disc_real_2: 0.21525107324123383 (0.21156524328721893) | > loss_disc_real_3: 0.24377737939357758 (0.22988230735063553) | > loss_disc_real_4: 0.2418469786643982 (0.23332964287449917) | > loss_disc_real_5: 0.22597742080688477 (0.22272253864341313) | > loss_0: 2.322162628173828 (2.3777788033088054) | > grad_norm_0: tensor(18.8021, device='cuda:0') (tensor(9.0679, device='cuda:0')) | > loss_gen: 2.485936164855957 (2.4645514405435978) | > loss_kl: 1.900633692741394 (1.971342619922426) | > loss_feat: 7.424798965454102 (6.913934793737201) | > loss_mel: 17.4927978515625 (17.466364516152282) | > loss_duration: 2.009793281555176 (2.000203299853537) | > loss_1: 31.31395721435547 (30.81639666027493) | > grad_norm_1: tensor(462.3261, device='cuda:0') (tensor(102.9369, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3794 (0.37300617992877955) | > loader_time: 0.0039 (0.0038298418124516806)  --> TIME: 2024-06-11 22:25:32 -- STEP: 169/330 -- GLOBAL_STEP: 321150 | > loss_disc: 2.341545581817627 (2.378953655795939) | > loss_disc_real_0: 0.09656462073326111 (0.11642364284695958) | > loss_disc_real_1: 0.20870736241340637 (0.2020794051815067) | > loss_disc_real_2: 0.21044902503490448 (0.21137460590114254) | > loss_disc_real_3: 0.24890108406543732 (0.22973534350211805) | > loss_disc_real_4: 0.21876303851604462 (0.23325717246391364) | > loss_disc_real_5: 0.20720447599887848 (0.22312119382725665) | > loss_0: 2.341545581817627 (2.378953655795939) | > grad_norm_0: tensor(31.1882, device='cuda:0') (tensor(10.9817, device='cuda:0')) | > loss_gen: 2.450982093811035 (2.463162000362688) | > loss_kl: 2.1141161918640137 (1.9831290597746358) | > loss_feat: 6.426259994506836 (6.907235464400793) | > loss_mel: 16.580249786376953 (17.41831964571801) | > loss_duration: 2.045945405960083 (2.0053179207638174) | > loss_1: 29.617555618286133 (30.77716407550157) | > grad_norm_1: tensor(318.3231, device='cuda:0') (tensor(127.4579, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3886 (0.37521697642535135) | > loader_time: 0.0044 (0.003943560391488159)  --> TIME: 2024-06-11 22:25:43 -- STEP: 194/330 -- GLOBAL_STEP: 321175 | > loss_disc: 2.3936123847961426 (2.3793964287669405) | > loss_disc_real_0: 0.1990784853696823 (0.11739420560524635) | > loss_disc_real_1: 0.15913493931293488 (0.20168761455828382) | > loss_disc_real_2: 0.20359395444393158 (0.21170377339591684) | > loss_disc_real_3: 0.20686744153499603 (0.22996482890598552) | > loss_disc_real_4: 0.22191931307315826 (0.23306386979277602) | > loss_disc_real_5: 0.22743980586528778 (0.2226905381095778) | > loss_0: 2.3936123847961426 (2.3793964287669405) | > grad_norm_0: tensor(47.6059, device='cuda:0') (tensor(13.3105, device='cuda:0')) | > loss_gen: 2.5344228744506836 (2.464735377695141) | > loss_kl: 2.1048810482025146 (1.9860834239684428) | > loss_feat: 7.239835262298584 (6.905357370671537) | > loss_mel: 17.205888748168945 (17.37758569619091) | > loss_duration: 2.043600559234619 (2.013004699318679) | > loss_1: 31.128629684448242 (30.746766552482683) | > grad_norm_1: tensor(157.2348, device='cuda:0') (tensor(153.0623, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3945 (0.3785592084078443) | > loader_time: 0.0057 (0.004054114990627643)  --> TIME: 2024-06-11 22:25:53 -- STEP: 219/330 -- GLOBAL_STEP: 321200 | > loss_disc: 2.254669427871704 (2.373442575811797) | > loss_disc_real_0: 0.08260910958051682 (0.11633469348084437) | > loss_disc_real_1: 0.17003726959228516 (0.2016622644581207) | > loss_disc_real_2: 0.22120408713817596 (0.2118172484309706) | > loss_disc_real_3: 0.23671819269657135 (0.22973166419763) | > loss_disc_real_4: 0.1800301969051361 (0.2328057877004963) | > loss_disc_real_5: 0.20163977146148682 (0.22226722259499712) | > loss_0: 2.254669427871704 (2.373442575811797) | > grad_norm_0: tensor(30.4909, device='cuda:0') (tensor(15.1668, device='cuda:0')) | > loss_gen: 2.612783432006836 (2.4797480520048087) | > loss_kl: 2.1209490299224854 (1.995112013054765) | > loss_feat: 7.991684436798096 (6.947052156544167) | > loss_mel: 17.868547439575195 (17.349077329243702) | > loss_duration: 2.0831174850463867 (2.0208926728871313) | > loss_1: 32.67708206176758 (30.79188218835282) | > grad_norm_1: tensor(577.7789, device='cuda:0') (tensor(182.0367, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.3985 (0.38092589813824645) | > loader_time: 0.0049 (0.004171211425572226)  --> TIME: 2024-06-11 22:26:04 -- STEP: 244/330 -- GLOBAL_STEP: 321225 | > loss_disc: 2.316148281097412 (2.37250780277565) | > loss_disc_real_0: 0.10639292001724243 (0.11623837873645004) | > loss_disc_real_1: 0.16490742564201355 (0.2009649903925716) | > loss_disc_real_2: 0.2226334512233734 (0.21183742375158873) | > loss_disc_real_3: 0.20157678425312042 (0.2297594136268389) | > loss_disc_real_4: 0.21866637468338013 (0.2331010669958396) | > loss_disc_real_5: 0.19794879853725433 (0.2215710122932176) | > loss_0: 2.316148281097412 (2.37250780277565) | > grad_norm_0: tensor(11.0187, device='cuda:0') (tensor(17.7470, device='cuda:0')) | > loss_gen: 2.6466317176818848 (2.4834562882048177) | > loss_kl: 2.00087308883667 (2.001607949616479) | > loss_feat: 6.903079509735107 (6.954904618810435) | > loss_mel: 16.894014358520508 (17.317391895857014) | > loss_duration: 2.048701047897339 (2.030035315478433) | > loss_1: 30.493297576904297 (30.787396024485105) | > grad_norm_1: tensor(415.3561, device='cuda:0') (tensor(208.7271, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.4332 (0.3841555607123452) | > loader_time: 0.0061 (0.004298004947724888)  --> TIME: 2024-06-11 22:26:14 -- STEP: 269/330 -- GLOBAL_STEP: 321250 | > loss_disc: 2.393170118331909 (2.371198019573682) | > loss_disc_real_0: 0.12458646297454834 (0.11682959168207689) | > loss_disc_real_1: 0.16856437921524048 (0.20085282817649133) | > loss_disc_real_2: 0.1974651962518692 (0.21168603041801312) | > loss_disc_real_3: 0.22117114067077637 (0.2298637478435793) | > loss_disc_real_4: 0.22168028354644775 (0.23244067323030593) | > loss_disc_real_5: 0.19749949872493744 (0.22126073243449612) | > loss_0: 2.393170118331909 (2.371198019573682) | > grad_norm_0: tensor(16.2386, device='cuda:0') (tensor(18.8040, device='cuda:0')) | > loss_gen: 2.4228217601776123 (2.48289448709736) | > loss_kl: 2.0368728637695312 (2.005742336737622) | > loss_feat: 7.05833101272583 (6.9641658825502075) | > loss_mel: 16.7718563079834 (17.293115055694013) | > loss_duration: 2.140061140060425 (2.0384471323410356) | > loss_1: 30.429941177368164 (30.78436484212769) | > grad_norm_1: tensor(285.1911, device='cuda:0') (tensor(225.2800, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.437 (0.3879643736275598) | > loader_time: 0.006 (0.004427799061771661)  --> TIME: 2024-06-11 22:26:26 -- STEP: 294/330 -- GLOBAL_STEP: 321275 | > loss_disc: 2.4249448776245117 (2.3718739253323124) | > loss_disc_real_0: 0.1655009686946869 (0.11825553488721248) | > loss_disc_real_1: 0.15083104372024536 (0.20067285862909695) | > loss_disc_real_2: 0.20391887426376343 (0.21182382456502136) | > loss_disc_real_3: 0.24891021847724915 (0.22968829048125922) | > loss_disc_real_4: 0.2516733407974243 (0.2325014727456229) | > loss_disc_real_5: 0.2736012041568756 (0.22096235543286719) | > loss_0: 2.4249448776245117 (2.3718739253323124) | > grad_norm_0: tensor(61.1064, device='cuda:0') (tensor(21.1081, device='cuda:0')) | > loss_gen: 2.435304641723633 (2.485800104887306) | > loss_kl: 2.1272990703582764 (2.0117239684474706) | > loss_feat: 7.970274925231934 (6.970305003276487) | > loss_mel: 17.51788330078125 (17.244814165595436) | > loss_duration: 2.199258804321289 (2.0487988948011058) | > loss_1: 32.250022888183594 (30.761442080646955) | > grad_norm_1: tensor(338.1068, device='cuda:0') (tensor(249.4195, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.4561 (0.3932415230744549) | > loader_time: 0.007 (0.004594396571723783)  --> TIME: 2024-06-11 22:26:39 -- STEP: 319/330 -- GLOBAL_STEP: 321300 | > loss_disc: 2.4157817363739014 (2.3738994523649337) | > loss_disc_real_0: 0.07325948029756546 (0.11988423920023404) | > loss_disc_real_1: 0.21578623354434967 (0.2008323009858685) | > loss_disc_real_2: 0.21729065477848053 (0.21175033157708875) | > loss_disc_real_3: 0.23485107719898224 (0.2296564833590977) | > loss_disc_real_4: 0.21963545680046082 (0.23240059469373997) | > loss_disc_real_5: 0.21015946567058563 (0.22114990002309268) | > loss_0: 2.4157817363739014 (2.3738994523649337) | > grad_norm_0: tensor(52.5533, device='cuda:0') (tensor(23.3721, device='cuda:0')) | > loss_gen: 2.498509407043457 (2.489372749687361) | > loss_kl: 2.08748459815979 (2.017521092884219) | > loss_feat: 7.903968811035156 (7.009948479344478) | > loss_mel: 16.754180908203125 (17.213462874433457) | > loss_duration: 2.2497005462646484 (2.062787831390164) | > loss_1: 31.493844985961914 (30.793092972806257) | > grad_norm_1: tensor(566.1462, device='cuda:0') (tensor(268.2540, device='cuda:0')) | > current_lr_0: 0.00018310538299626898 | > current_lr_1: 0.00018310538299626898 | > step_time: 0.5558 (0.4024609727171895) | > loader_time: 0.0079 (0.004830337243394044)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3722589015960693 (2.3722589015960693) | > loss_disc_real_0: 0.14236107468605042 (0.14236107468605042) | > loss_disc_real_1: 0.17534559965133667 (0.17534559965133667) | > loss_disc_real_2: 0.25512343645095825 (0.25512343645095825) | > loss_disc_real_3: 0.2755786180496216 (0.2755786180496216) | > loss_disc_real_4: 0.2117292732000351 (0.2117292732000351) | > loss_disc_real_5: 0.2387341409921646 (0.2387341409921646) | > loss_0: 2.3722589015960693 (2.3722589015960693) | > loss_gen: 2.5132896900177 (2.5132896900177) | > loss_kl: 2.2047219276428223 (2.2047219276428223) | > loss_feat: 7.335258960723877 (7.335258960723877) | > loss_mel: 16.86631965637207 (16.86631965637207) | > loss_duration: 3.0292739868164062 (3.0292739868164062) | > loss_1: 31.948863983154297 (31.948863983154297)  --> STEP: 1 | > loss_disc: 2.294748544692993 (2.294748544692993) | > loss_disc_real_0: 0.07580835372209549 (0.07580835372209549) | > loss_disc_real_1: 0.22593727707862854 (0.22593727707862854) | > loss_disc_real_2: 0.20942898094654083 (0.20942898094654083) | > loss_disc_real_3: 0.20976264774799347 (0.20976264774799347) | > loss_disc_real_4: 0.23637035489082336 (0.23637035489082336) | > loss_disc_real_5: 0.22491216659545898 (0.22491216659545898) | > loss_0: 2.294748544692993 (2.294748544692993) | > loss_gen: 2.3936123847961426 (2.3936123847961426) | > loss_kl: 3.116830348968506 (3.116830348968506) | > loss_feat: 7.037691593170166 (7.037691593170166) | > loss_mel: 18.338621139526367 (18.338621139526367) | > loss_duration: 2.427896499633789 (2.427896499633789) | > loss_1: 33.31465148925781 (33.31465148925781)  --> STEP: 2 | > loss_disc: 2.1356399059295654 (2.2151942253112793) | > loss_disc_real_0: 0.2034323811531067 (0.1396203674376011) | > loss_disc_real_1: 0.21292373538017273 (0.21943050622940063) | > loss_disc_real_2: 0.2585519552230835 (0.23399046808481216) | > loss_disc_real_3: 0.19031134247779846 (0.20003699511289597) | > loss_disc_real_4: 0.19317962229251862 (0.214774988591671) | > loss_disc_real_5: 0.20499034225940704 (0.21495125442743301) | > loss_0: 2.1356399059295654 (2.2151942253112793) | > loss_gen: 2.7138354778289795 (2.553723931312561) | > loss_kl: 3.314589262008667 (3.2157098054885864) | > loss_feat: 6.42730712890625 (6.732499361038208) | > loss_mel: 18.56003761291504 (18.449329376220703) | > loss_duration: 2.556528091430664 (2.4922122955322266) | > loss_1: 33.572296142578125 (33.44347381591797)  --> STEP: 3 | > loss_disc: 2.206568717956543 (2.2123190561930337) | > loss_disc_real_0: 0.10265298187732697 (0.1272979055841764) | > loss_disc_real_1: 0.1899208128452301 (0.20959394176801047) | > loss_disc_real_2: 0.19829358160495758 (0.22209150592486063) | > loss_disc_real_3: 0.19249461591243744 (0.19752286871274313) | > loss_disc_real_4: 0.21277666091918945 (0.21410887936751047) | > loss_disc_real_5: 0.17725269496440887 (0.2023850679397583) | > loss_0: 2.206568717956543 (2.2123190561930337) | > loss_gen: 2.496234655380249 (2.5345608393351235) | > loss_kl: 2.898749351501465 (3.1100563208262124) | > loss_feat: 6.1247148513793945 (6.5299045244852705) | > loss_mel: 18.207351684570312 (18.368670145670574) | > loss_duration: 2.3381779193878174 (2.4408675034840903) | > loss_1: 32.06522750854492 (32.98405838012695)  --> STEP: 4 | > loss_disc: 2.3249967098236084 (2.2404884696006775) | > loss_disc_real_0: 0.17215663194656372 (0.13851258717477322) | > loss_disc_real_1: 0.22331582009792328 (0.21302441135048866) | > loss_disc_real_2: 0.11632932722568512 (0.19565096125006676) | > loss_disc_real_3: 0.18451058864593506 (0.1942697986960411) | > loss_disc_real_4: 0.14258471131324768 (0.19622783735394478) | > loss_disc_real_5: 0.21139401197433472 (0.2046373039484024) | > loss_0: 2.3249967098236084 (2.2404884696006775) | > loss_gen: 2.342665672302246 (2.4865870475769043) | > loss_kl: 3.5333681106567383 (3.215884268283844) | > loss_feat: 7.5770745277404785 (6.791697025299072) | > loss_mel: 17.49526596069336 (18.15031909942627) | > loss_duration: 2.326442003250122 (2.412261128425598) | > loss_1: 33.274818420410156 (33.056748390197754)  --> STEP: 5 | > loss_disc: 2.374368190765381 (2.267264413833618) | > loss_disc_real_0: 0.20832595229148865 (0.1524752601981163) | > loss_disc_real_1: 0.2828831076622009 (0.22699615061283113) | > loss_disc_real_2: 0.2561066448688507 (0.20774209797382354) | > loss_disc_real_3: 0.2400069534778595 (0.20341722965240477) | > loss_disc_real_4: 0.22673773765563965 (0.20232981741428374) | > loss_disc_real_5: 0.23351623117923737 (0.2104130893945694) | > loss_0: 2.374368190765381 (2.267264413833618) | > loss_gen: 2.6815543174743652 (2.5255805015563966) | > loss_kl: 2.7865025997161865 (3.1300079345703127) | > loss_feat: 5.236050605773926 (6.480567741394043) | > loss_mel: 17.58097267150879 (18.036449813842772) | > loss_duration: 2.352520704269409 (2.4003130435943603) | > loss_1: 30.637601852416992 (32.572919082641604)  --> STEP: 6 | > loss_disc: 2.533399820327759 (2.311620314915975) | > loss_disc_real_0: 0.17124083638191223 (0.15560285622874895) | > loss_disc_real_1: 0.2759245038032532 (0.23515087614456812) | > loss_disc_real_2: 0.28604236245155334 (0.2207921420534452) | > loss_disc_real_3: 0.3030570149421692 (0.2200238605340322) | > loss_disc_real_4: 0.22475174069404602 (0.20606680462757745) | > loss_disc_real_5: 0.25883549451828003 (0.21848349024852118) | > loss_0: 2.533399820327759 (2.311620314915975) | > loss_gen: 2.5377209186553955 (2.5276039044062295) | > loss_kl: 2.9890079498291016 (3.106507937113444) | > loss_feat: 5.136875152587891 (6.256618976593018) | > loss_mel: 18.279918670654297 (18.077027956644695) | > loss_duration: 2.161911964416504 (2.360579530398051) | > loss_1: 31.10543441772461 (32.328338305155434)  --> STEP: 7 | > loss_disc: 2.2678682804107666 (2.305370024272374) | > loss_disc_real_0: 0.08416775614023209 (0.1453978419303894) | > loss_disc_real_1: 0.2994503676891327 (0.24433651779379165) | > loss_disc_real_2: 0.2035224884748459 (0.21832504868507385) | > loss_disc_real_3: 0.23231275379657745 (0.2217794167143958) | > loss_disc_real_4: 0.18725931644439697 (0.20338002060140883) | > loss_disc_real_5: 0.19725830852985382 (0.2154513214315687) | > loss_0: 2.2678682804107666 (2.305370024272374) | > loss_gen: 2.5058999061584473 (2.524503333227975) | > loss_kl: 3.835345506668091 (3.210627589906965) | > loss_feat: 6.399590492248535 (6.27704347882952) | > loss_mel: 18.610986709594727 (18.1533077784947) | > loss_duration: 2.486431837081909 (2.378558431352888) | > loss_1: 33.838253021240234 (32.54404040745327)  --> STEP: 8 | > loss_disc: 2.020242691040039 (2.269729107618332) | > loss_disc_real_0: 0.08892148733139038 (0.13833829760551453) | > loss_disc_real_1: 0.19923250377178192 (0.23869851604104042) | > loss_disc_real_2: 0.1618076115846634 (0.21126036904752254) | > loss_disc_real_3: 0.19534863531589508 (0.2184755690395832) | > loss_disc_real_4: 0.1384390890598297 (0.19526240415871143) | > loss_disc_real_5: 0.14562007784843445 (0.2067224159836769) | > loss_0: 2.020242691040039 (2.269729107618332) | > loss_gen: 2.468939781188965 (2.5175578892230988) | > loss_kl: 2.9241394996643066 (3.1748165786266327) | > loss_feat: 10.697432518005371 (6.8295921087265015) | > loss_mel: 18.79949951171875 (18.234081745147705) | > loss_duration: 2.25471830368042 (2.3630784153938293) | > loss_1: 37.14473342895508 (33.11912703514099)  --> STEP: 9 | > loss_disc: 2.482449531555176 (2.2933647102779813) | > loss_disc_real_0: 0.18474847078323364 (0.14349498351415) | > loss_disc_real_1: 0.19333228468894958 (0.2336578236685859) | > loss_disc_real_2: 0.23102274537086487 (0.21345618863900503) | > loss_disc_real_3: 0.21684420108795166 (0.21829430593384636) | > loss_disc_real_4: 0.1963834911584854 (0.19538696938090855) | > loss_disc_real_5: 0.1999189704656601 (0.20596647759278616) | > loss_0: 2.482449531555176 (2.2933647102779813) | > loss_gen: 2.1118218898773193 (2.472476111518012) | > loss_kl: 2.544257640838623 (3.104754474427965) | > loss_feat: 9.15456771850586 (7.087922732035319) | > loss_mel: 19.584524154663086 (18.384130901760525) | > loss_duration: 2.171281576156616 (2.3417676554785833) | > loss_1: 35.56645202636719 (33.39105203416612)  --> STEP: 10 | > loss_disc: 2.593679666519165 (2.3233962059020996) | > loss_disc_real_0: 0.08983281254768372 (0.13812876641750335) | > loss_disc_real_1: 0.25029313564300537 (0.23532135486602784) | > loss_disc_real_2: 0.2719865143299103 (0.21930922120809554) | > loss_disc_real_3: 0.24468792974948883 (0.22093366831541061) | > loss_disc_real_4: 0.2261340320110321 (0.1984616756439209) | > loss_disc_real_5: 0.2345956265926361 (0.20882939249277116) | > loss_0: 2.593679666519165 (2.3233962059020996) | > loss_gen: 2.062775135040283 (2.4315060138702393) | > loss_kl: 3.1713452339172363 (3.1114135503768923) | > loss_feat: 4.594393253326416 (6.838569784164429) | > loss_mel: 14.46100902557373 (17.991818714141846) | > loss_duration: 2.3314592838287354 (2.340736818313599) | > loss_1: 26.620981216430664 (32.71404495239258)  --> STEP: 11 | > loss_disc: 2.690110206604004 (2.3567338423295454) | > loss_disc_real_0: 0.19235295057296753 (0.14305823770436374) | > loss_disc_real_1: 0.18472111225128174 (0.23072133281014182) | > loss_disc_real_2: 0.2272745668888092 (0.22003334354270587) | > loss_disc_real_3: 0.24396435916423798 (0.22302736748348584) | > loss_disc_real_4: 0.24760575592517853 (0.20292931930585342) | > loss_disc_real_5: 0.2285192310810089 (0.21061937781897458) | > loss_0: 2.690110206604004 (2.3567338423295454) | > loss_gen: 1.951797604560852 (2.3878961584784766) | > loss_kl: 3.3975024223327637 (3.137421629645608) | > loss_feat: 6.6178202629089355 (6.818501645868475) | > loss_mel: 16.72315788269043 (17.876485911282625) | > loss_duration: 2.570645809173584 (2.3616376356645064) | > loss_1: 31.260923385620117 (32.5819429917769)  --> STEP: 12 | > loss_disc: 2.755938768386841 (2.3900009195009866) | > loss_disc_real_0: 0.1038813516497612 (0.13979349719981352) | > loss_disc_real_1: 0.22368957102298737 (0.2301353526612123) | > loss_disc_real_2: 0.34675201773643494 (0.23059323305884996) | > loss_disc_real_3: 0.22795788943767548 (0.22343824431300163) | > loss_disc_real_4: 0.18059609830379486 (0.20106821755568186) | > loss_disc_real_5: 0.26029589772224426 (0.2147590878109137) | > loss_0: 2.755938768386841 (2.3900009195009866) | > loss_gen: 2.123955249786377 (2.3659010827541347) | > loss_kl: 2.572340250015259 (3.090331514676412) | > loss_feat: 6.204605579376221 (6.767343640327454) | > loss_mel: 17.362560272216797 (17.833658774693806) | > loss_duration: 2.2952804565429688 (2.3561078707377114) | > loss_1: 30.55874252319336 (32.41334295272827)  --> STEP: 13 | > loss_disc: 2.3832931518554688 (2.3894849373744083) | > loss_disc_real_0: 0.08015208691358566 (0.13520569640856522) | > loss_disc_real_1: 0.22290746867656708 (0.22957936158547035) | > loss_disc_real_2: 0.2627038061618805 (0.23306327714369848) | > loss_disc_real_3: 0.2226218730211258 (0.22337544652131888) | > loss_disc_real_4: 0.22896648943424225 (0.20321423846941727) | > loss_disc_real_5: 0.17715907096862793 (0.21186677882304558) | > loss_0: 2.3832931518554688 (2.3894849373744083) | > loss_gen: 2.166311025619507 (2.350548001436086) | > loss_kl: 3.091417074203491 (3.090415019255418) | > loss_feat: 5.850120544433594 (6.696788017566387) | > loss_mel: 15.386902809143066 (17.64544677734375) | > loss_duration: 2.226378917694092 (2.346128720503587) | > loss_1: 28.721132278442383 (32.12932674701397)  --> STEP: 14 | > loss_disc: 2.5959672927856445 (2.4042336770466397) | > loss_disc_real_0: 0.17910577356815338 (0.13834141620567866) | > loss_disc_real_1: 0.1352999061346054 (0.22284511476755142) | > loss_disc_real_2: 0.23277443647384644 (0.23304264566728047) | > loss_disc_real_3: 0.20271869003772736 (0.22189996391534805) | > loss_disc_real_4: 0.2003568410873413 (0.20301013865641185) | > loss_disc_real_5: 0.22339016199111938 (0.21268987762076513) | > loss_0: 2.5959672927856445 (2.4042336770466397) | > loss_gen: 1.9990870952606201 (2.3254436509949814) | > loss_kl: 4.283514499664307 (3.175636410713196) | > loss_feat: 8.170047760009766 (6.802020856312343) | > loss_mel: 17.9743595123291 (17.668940544128418) | > loss_duration: 2.417591094970703 (2.3512331758226668) | > loss_1: 34.844600677490234 (32.32327488490513)  --> STEP: 15 | > loss_disc: 2.5224192142486572 (2.4121127128601074) | > loss_disc_real_0: 0.13605737686157227 (0.13818914691607156) | > loss_disc_real_1: 0.24328385293483734 (0.22420769731203716) | > loss_disc_real_2: 0.22439777851104736 (0.23246632119019825) | > loss_disc_real_3: 0.2085084319114685 (0.22100719511508943) | > loss_disc_real_4: 0.1374312788248062 (0.19863821466763815) | > loss_disc_real_5: 0.2284911721944809 (0.21374329725901287) | > loss_0: 2.5224192142486572 (2.4121127128601074) | > loss_gen: 2.207146167755127 (2.3175571521123244) | > loss_kl: 3.7238035202026367 (3.2121808846791584) | > loss_feat: 8.04976749420166 (6.885203965504965) | > loss_mel: 18.763671875 (17.74192263285319) | > loss_duration: 2.400468587875366 (2.35451553662618) | > loss_1: 35.14485549926758 (32.51138025919597)  --> STEP: 16 | > loss_disc: 2.533130645751953 (2.419676333665848) | > loss_disc_real_0: 0.14390058815479279 (0.13854611199349165) | > loss_disc_real_1: 0.16654863953590393 (0.22060400620102882) | > loss_disc_real_2: 0.20086677372455597 (0.23049134947359562) | > loss_disc_real_3: 0.21249346435070038 (0.2204750869423151) | > loss_disc_real_4: 0.21668541431427002 (0.19976616464555264) | > loss_disc_real_5: 0.2942715585231781 (0.21877631358802319) | > loss_0: 2.533130645751953 (2.419676333665848) | > loss_gen: 2.0825464725494385 (2.302868984639644) | > loss_kl: 2.4786651134490967 (3.1663361489772797) | > loss_feat: 6.327449321746826 (6.850344300270081) | > loss_mel: 17.54766273498535 (17.72978138923645) | > loss_duration: 2.420980453491211 (2.3586695939302444) | > loss_1: 30.857303619384766 (32.408000469207764)  --> STEP: 17 | > loss_disc: 2.718912124633789 (2.4372784390169033) | > loss_disc_real_0: 0.20326144993305206 (0.14235289657817168) | > loss_disc_real_1: 0.3191657066345215 (0.22640175328535192) | > loss_disc_real_2: 0.29613736271858215 (0.23435287966447718) | > loss_disc_real_3: 0.2517780363559723 (0.22231643690782435) | > loss_disc_real_4: 0.24754898250102997 (0.2025769186370513) | > loss_disc_real_5: 0.34611135721206665 (0.22626661027179046) | > loss_0: 2.718912124633789 (2.4372784390169033) | > loss_gen: 2.5248970985412598 (2.3159294619279747) | > loss_kl: 2.6542036533355713 (3.1362107080571793) | > loss_feat: 4.9069671630859375 (6.736027998082778) | > loss_mel: 17.474246978759766 (17.714749953326056) | > loss_duration: 2.427445650100708 (2.362715244293213) | > loss_1: 29.987760543823242 (32.26563341477338)  --> STEP: 18 | > loss_disc: 2.384519577026367 (2.43434739112854) | > loss_disc_real_0: 0.10282832384109497 (0.1401570869816674) | > loss_disc_real_1: 0.19241692125797272 (0.22451370706160864) | > loss_disc_real_2: 0.18109656870365143 (0.2313941957222091) | > loss_disc_real_3: 0.15319275856018066 (0.21847623255517748) | > loss_disc_real_4: 0.21357978880405426 (0.2031881892018848) | > loss_disc_real_5: 0.16300588846206665 (0.2227521257268058) | > loss_0: 2.384519577026367 (2.43434739112854) | > loss_gen: 2.083359718322754 (2.3030089206165734) | > loss_kl: 3.0876994132995605 (3.1335156361262) | > loss_feat: 8.940970420837402 (6.858524799346924) | > loss_mel: 17.840511322021484 (17.721736696031357) | > loss_duration: 2.2684082984924316 (2.3574759695265026) | > loss_1: 34.220951080322266 (32.37426217397054)  --> STEP: 19 | > loss_disc: 2.467057466506958 (2.436068974043194) | > loss_disc_real_0: 0.14002208411693573 (0.14014998156773417) | > loss_disc_real_1: 0.22843657433986664 (0.22472017376046433) | > loss_disc_real_2: 0.20617036521434784 (0.23006662569547953) | > loss_disc_real_3: 0.21644513309001923 (0.21836933258332705) | > loss_disc_real_4: 0.19065406918525696 (0.20252849867469386) | > loss_disc_real_5: 0.21454542875289917 (0.2223201943071265) | > loss_0: 2.467057466506958 (2.436068974043194) | > loss_gen: 2.16908597946167 (2.2959603447663155) | > loss_kl: 2.124131917953491 (3.0803901772750053) | > loss_feat: 6.736026287078857 (6.852077509227552) | > loss_mel: 15.950543403625488 (17.628515996431048) | > loss_duration: 2.3759024143218994 (2.358445782410471) | > loss_1: 29.355690002441406 (32.21538995441637)  --> STEP: 20 | > loss_disc: 2.4754891395568848 (2.438039982318878) | > loss_disc_real_0: 0.20762351155281067 (0.143523658066988) | > loss_disc_real_1: 0.1912011057138443 (0.22304422035813332) | > loss_disc_real_2: 0.276917427778244 (0.23240916579961776) | > loss_disc_real_3: 0.2391088604927063 (0.219406308978796) | > loss_disc_real_4: 0.1797109693288803 (0.2013876222074032) | > loss_disc_real_5: 0.21025989949703217 (0.2217171795666218) | > loss_0: 2.4754891395568848 (2.438039982318878) | > loss_gen: 2.2763876914978027 (2.29498171210289) | > loss_kl: 2.702195405960083 (3.061480438709259) | > loss_feat: 7.916552543640137 (6.905301260948181) | > loss_mel: 19.214874267578125 (17.707833909988402) | > loss_duration: 2.301337242126465 (2.355590355396271) | > loss_1: 34.411346435546875 (32.3251877784729)  --> STEP: 21 | > loss_disc: 2.3539113998413086 (2.4340338593437556) | > loss_disc_real_0: 0.054924897849559784 (0.1393046694852057) | > loss_disc_real_1: 0.18408574163913727 (0.2211890547048478) | > loss_disc_real_2: 0.26931479573249817 (0.23416657674880254) | > loss_disc_real_3: 0.17555350065231323 (0.21731808001086825) | > loss_disc_real_4: 0.1346435546875 (0.19820933327788398) | > loss_disc_real_5: 0.1598043590784073 (0.21876895001956395) | > loss_0: 2.3539113998413086 (2.4340338593437556) | > loss_gen: 1.9847278594970703 (2.2802077191216603) | > loss_kl: 3.000108242034912 (3.0585579531533376) | > loss_feat: 5.811002254486084 (6.853191784449986) | > loss_mel: 15.858189582824707 (17.619755608694895) | > loss_duration: 2.1157963275909424 (2.3441715921674455) | > loss_1: 28.769824981689453 (32.155884788149876)  --> STEP: 22 | > loss_disc: 2.651489734649658 (2.4439182173122056) | > loss_disc_real_0: 0.18843293190002441 (0.1415377723222429) | > loss_disc_real_1: 0.34110647439956665 (0.2266398465091532) | > loss_disc_real_2: 0.20473484694957733 (0.23282877084883777) | > loss_disc_real_3: 0.20076335966587067 (0.21656559272245926) | > loss_disc_real_4: 0.18320785462856293 (0.19752744788473303) | > loss_disc_real_5: 0.17606110870838165 (0.2168276845054193) | > loss_0: 2.651489734649658 (2.4439182173122056) | > loss_gen: 2.4231512546539307 (2.286705152554945) | > loss_kl: 2.4716174602508545 (3.0318788398395884) | > loss_feat: 7.231236457824707 (6.870375633239746) | > loss_mel: 17.930984497070312 (17.63390237634832) | > loss_duration: 2.1943678855895996 (2.3373623327775435) | > loss_1: 32.25135803222656 (32.16022448106246)  --> STEP: 23 | > loss_disc: 2.6634724140167236 (2.4534640519515323) | > loss_disc_real_0: 0.14506979286670685 (0.14169133843287177) | > loss_disc_real_1: 0.24449364840984344 (0.22741609876570495) | > loss_disc_real_2: 0.2544112205505371 (0.23376713822717252) | > loss_disc_real_3: 0.2485847771167755 (0.21795773117438608) | > loss_disc_real_4: 0.22706212103366852 (0.1988115641085998) | > loss_disc_real_5: 0.2781035602092743 (0.21949185301428256) | > loss_0: 2.6634724140167236 (2.4534640519515323) | > loss_gen: 2.234355926513672 (2.2844290992488028) | > loss_kl: 2.529104232788086 (3.0100190743156103) | > loss_feat: 6.683964252471924 (6.862270790597667) | > loss_mel: 16.532136917114258 (17.585999530294664) | > loss_duration: 2.2691538333892822 (2.334396745847619) | > loss_1: 30.248714447021484 (32.07711534914763)  --> STEP: 24 | > loss_disc: 2.7874038219451904 (2.4673782090346013) | > loss_disc_real_0: 0.24241816997528076 (0.1458882897471388) | > loss_disc_real_1: 0.32121920585632324 (0.23132456156114736) | > loss_disc_real_2: 0.22851921617984772 (0.233548474808534) | > loss_disc_real_3: 0.23695747554302216 (0.2187493871897459) | > loss_disc_real_4: 0.2492704540491104 (0.20091401785612106) | > loss_disc_real_5: 0.3508436679840088 (0.22496484530468783) | > loss_0: 2.7874038219451904 (2.4673782090346013) | > loss_gen: 2.260301113128662 (2.283423766493797) | > loss_kl: 2.704676628112793 (2.997296472390493) | > loss_feat: 4.701113700866699 (6.772222578525543) | > loss_mel: 14.459331512451172 (17.455721696217854) | > loss_duration: 2.457615852355957 (2.3395308752854667) | > loss_1: 26.583038330078125 (31.84819547335307)  --> STEP: 25 | > loss_disc: 2.632317543029785 (2.4739757823944086) | > loss_disc_real_0: 0.21309563517570496 (0.14857658356428144) | > loss_disc_real_1: 0.2985665202140808 (0.23401423990726472) | > loss_disc_real_2: 0.2221890687942505 (0.23309409856796265) | > loss_disc_real_3: 0.2789956033229828 (0.22115923583507538) | > loss_disc_real_4: 0.1852840632200241 (0.2002888196706772) | > loss_disc_real_5: 0.20959261059761047 (0.22434995591640472) | > loss_0: 2.632317543029785 (2.4739757823944086) | > loss_gen: 2.2783989906311035 (2.283222775459289) | > loss_kl: 2.91536021232605 (2.9940190219879153) | > loss_feat: 7.841629505157471 (6.8149988555908205) | > loss_mel: 15.276488304138184 (17.368552360534668) | > loss_duration: 2.3897407054901123 (2.3415392684936522) | > loss_1: 30.701616287231445 (31.8023323059082)  --> STEP: 26 | > loss_disc: 2.1522421836853027 (2.4616014132132893) | > loss_disc_real_0: 0.08274216204881668 (0.14604449042907125) | > loss_disc_real_1: 0.28542667627334595 (0.23599164130596015) | > loss_disc_real_2: 0.22334061563014984 (0.232718964608816) | > loss_disc_real_3: 0.17029553651809692 (0.2192029397074993) | > loss_disc_real_4: 0.14493465423583984 (0.19815981330779883) | > loss_disc_real_5: 0.1467215120792389 (0.2213642465380522) | > loss_0: 2.1522421836853027 (2.4616014132132893) | > loss_gen: 2.838301658630371 (2.3045719632735615) | > loss_kl: 2.338325262069702 (2.96880003122183) | > loss_feat: 9.956500053405762 (6.935825824737549) | > loss_mel: 17.701309204101562 (17.381350700671856) | > loss_duration: 2.3041956424713135 (2.340102975185101) | > loss_1: 35.138633728027344 (31.930651591374325) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022954298899723934 (-1.203096829927898e-05) | > avg_loss_disc: 2.4616014132132893 (-0.11250030077420803) | > avg_loss_disc_real_0: 0.14604449042907125 (+0.014766625486887397) | > avg_loss_disc_real_1: 0.23599164130596015 (-0.13340332817572811) | > avg_loss_disc_real_2: 0.232718964608816 (-0.02269239895618877) | > avg_loss_disc_real_3: 0.2192029397074993 (-0.09990906715393064) | > avg_loss_disc_real_4: 0.19815981330779883 (-0.08102572709321984) | > avg_loss_disc_real_5: 0.2213642465380522 (-0.045614266624817434) | > avg_loss_0: 2.4616014132132893 (-0.11250030077420803) | > avg_loss_gen: 2.3045719632735615 (-0.42702824794329164) | > avg_loss_kl: 2.96880003122183 (+0.014968532782334343) | > avg_loss_feat: 6.935825824737549 (+0.53447843514956) | > avg_loss_mel: 17.381350700671856 (+0.4136130259587212) | > avg_loss_duration: 2.340102975185101 (-0.0104444210345922) | > avg_loss_1: 31.930651591374325 (+0.5255877421452446)  > EPOCH: 707/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:27:05)   --> TIME: 2024-06-11 22:27:11 -- STEP: 14/330 -- GLOBAL_STEP: 321325 | > loss_disc: 2.3932337760925293 (2.3421381882258823) | > loss_disc_real_0: 0.07563015818595886 (0.10333767799394471) | > loss_disc_real_1: 0.21355502307415009 (0.19722540463720048) | > loss_disc_real_2: 0.2396276444196701 (0.21230588534048625) | > loss_disc_real_3: 0.2562943994998932 (0.22644140677792685) | > loss_disc_real_4: 0.25793060660362244 (0.22579421315874373) | > loss_disc_real_5: 0.23672550916671753 (0.22030668812138693) | > loss_0: 2.3932337760925293 (2.3421381882258823) | > grad_norm_0: tensor(9.3303, device='cuda:0') (tensor(8.2127, device='cuda:0')) | > loss_gen: 2.4860591888427734 (2.453400424548558) | > loss_kl: 1.7177537679672241 (1.8816460285867964) | > loss_feat: 6.846864223480225 (6.790970938546317) | > loss_mel: 16.533323287963867 (17.777976444789342) | > loss_duration: 1.997624397277832 (2.0778279389653886) | > loss_1: 29.581626892089844 (30.981822558811732) | > grad_norm_1: tensor(100.3924, device='cuda:0') (tensor(92.9083, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3551 (0.3579698119844709) | > loader_time: 0.0031 (0.0031315088272094727)  --> TIME: 2024-06-11 22:27:20 -- STEP: 39/330 -- GLOBAL_STEP: 321350 | > loss_disc: 2.370342254638672 (2.3270075015532665) | > loss_disc_real_0: 0.11563822627067566 (0.10509760945271222) | > loss_disc_real_1: 0.20023980736732483 (0.1947312179284218) | > loss_disc_real_2: 0.20803242921829224 (0.21025180931274706) | > loss_disc_real_3: 0.19019590318202972 (0.22743690281342238) | > loss_disc_real_4: 0.20311324298381805 (0.2297075921908403) | > loss_disc_real_5: 0.19337771832942963 (0.22176724137404027) | > loss_0: 2.370342254638672 (2.3270075015532665) | > grad_norm_0: tensor(12.2218, device='cuda:0') (tensor(7.9683, device='cuda:0')) | > loss_gen: 2.41593074798584 (2.504999411411774) | > loss_kl: 2.160513162612915 (1.9506173256116035) | > loss_feat: 7.038673400878906 (7.011134306589763) | > loss_mel: 16.08160972595215 (17.559236722114765) | > loss_duration: 2.000290870666504 (2.018608527305798) | > loss_1: 29.697017669677734 (31.04459664760492) | > grad_norm_1: tensor(75.9114, device='cuda:0') (tensor(81.8911, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3775 (0.36747988065083825) | > loader_time: 0.0039 (0.0034214349893423226)  --> TIME: 2024-06-11 22:27:30 -- STEP: 64/330 -- GLOBAL_STEP: 321375 | > loss_disc: 2.3547863960266113 (2.3497750200331216) | > loss_disc_real_0: 0.11270859837532043 (0.11035126924980432) | > loss_disc_real_1: 0.22148436307907104 (0.19840129651129246) | > loss_disc_real_2: 0.19286349415779114 (0.21059904899448156) | > loss_disc_real_3: 0.23545105755329132 (0.22919492586515844) | > loss_disc_real_4: 0.2319953292608261 (0.23000503308139741) | > loss_disc_real_5: 0.21675705909729004 (0.22159627173095942) | > loss_0: 2.3547863960266113 (2.3497750200331216) | > grad_norm_0: tensor(6.2807, device='cuda:0') (tensor(8.0214, device='cuda:0')) | > loss_gen: 2.4233272075653076 (2.484843224287032) | > loss_kl: 1.8935351371765137 (1.9769274815917015) | > loss_feat: 7.11000394821167 (6.986486777663231) | > loss_mel: 17.969036102294922 (17.57475394010544) | > loss_duration: 2.001366138458252 (2.0020203106105323) | > loss_1: 31.397268295288086 (31.02503201365471) | > grad_norm_1: tensor(91.0254, device='cuda:0') (tensor(81.0429, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3886 (0.3711888752877712) | > loader_time: 0.0034 (0.003587573766708374)  --> TIME: 2024-06-11 22:27:40 -- STEP: 89/330 -- GLOBAL_STEP: 321400 | > loss_disc: 2.3845596313476562 (2.363238953472523) | > loss_disc_real_0: 0.11633479595184326 (0.11312090638983116) | > loss_disc_real_1: 0.19126476347446442 (0.1998073748323355) | > loss_disc_real_2: 0.27463236451148987 (0.2109170350131024) | > loss_disc_real_3: 0.21936310827732086 (0.22882427291923693) | > loss_disc_real_4: 0.2453591376543045 (0.2316549587785528) | > loss_disc_real_5: 0.22850437462329865 (0.2219106392579132) | > loss_0: 2.3845596313476562 (2.363238953472523) | > grad_norm_0: tensor(6.4556, device='cuda:0') (tensor(8.3540, device='cuda:0')) | > loss_gen: 2.4420089721679688 (2.466775074433745) | > loss_kl: 1.920221209526062 (1.9938771309477559) | > loss_feat: 6.277942180633545 (6.909342706873176) | > loss_mel: 16.119823455810547 (17.42855559574085) | > loss_duration: 1.9957612752914429 (1.9954192276751055) | > loss_1: 28.755756378173828 (30.793969872292507) | > grad_norm_1: tensor(116.6794, device='cuda:0') (tensor(84.6766, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.4038 (0.3784192572818713) | > loader_time: 0.0034 (0.0036717773823255902)  --> TIME: 2024-06-11 22:27:50 -- STEP: 114/330 -- GLOBAL_STEP: 321425 | > loss_disc: 2.4006240367889404 (2.3583750118289077) | > loss_disc_real_0: 0.10668060183525085 (0.11363967305474114) | > loss_disc_real_1: 0.18832476437091827 (0.1981707059761934) | > loss_disc_real_2: 0.2470785528421402 (0.20963111323745628) | > loss_disc_real_3: 0.22000540792942047 (0.2286226110238778) | > loss_disc_real_4: 0.21408168971538544 (0.23184057024487278) | > loss_disc_real_5: 0.20590147376060486 (0.22127292004593632) | > loss_0: 2.4006240367889404 (2.3583750118289077) | > grad_norm_0: tensor(7.7185, device='cuda:0') (tensor(8.5554, device='cuda:0')) | > loss_gen: 2.4158544540405273 (2.4692194817358986) | > loss_kl: 2.0215511322021484 (1.99336040961115) | > loss_feat: 6.858306407928467 (6.908315152452703) | > loss_mel: 17.55586051940918 (17.40449171735531) | > loss_duration: 2.030993938446045 (1.9977894174425224) | > loss_1: 30.882568359375 (30.77317626016182) | > grad_norm_1: tensor(89.2226, device='cuda:0') (tensor(87.3506, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3717 (0.3773259823782402) | > loader_time: 0.0039 (0.0037401203523602404)  --> TIME: 2024-06-11 22:27:59 -- STEP: 139/330 -- GLOBAL_STEP: 321450 | > loss_disc: 2.331813335418701 (2.363255200626181) | > loss_disc_real_0: 0.12444794178009033 (0.11516947824534753) | > loss_disc_real_1: 0.17737014591693878 (0.19854607159714047) | > loss_disc_real_2: 0.23846925795078278 (0.2107916278161591) | > loss_disc_real_3: 0.22462715208530426 (0.22897876734785036) | > loss_disc_real_4: 0.23046796023845673 (0.23221435864194692) | > loss_disc_real_5: 0.21714147925376892 (0.2214172819106699) | > loss_0: 2.331813335418701 (2.363255200626181) | > grad_norm_0: tensor(19.3967, device='cuda:0') (tensor(8.5613, device='cuda:0')) | > loss_gen: 2.428311347961426 (2.4662737143125466) | > loss_kl: 2.114074468612671 (2.001298893269875) | > loss_feat: 6.735579013824463 (6.907543868469677) | > loss_mel: 17.078001022338867 (17.414811299001585) | > loss_duration: 2.0536623001098633 (2.0026376993536092) | > loss_1: 30.409626007080078 (30.792565544732184) | > grad_norm_1: tensor(127.3769, device='cuda:0') (tensor(86.4173, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3782 (0.3760187660189842) | > loader_time: 0.0042 (0.0038366300596607674)  --> TIME: 2024-06-11 22:28:09 -- STEP: 164/330 -- GLOBAL_STEP: 321475 | > loss_disc: 2.365673780441284 (2.360768760122905) | > loss_disc_real_0: 0.12054802477359772 (0.11536017796251832) | > loss_disc_real_1: 0.18577909469604492 (0.19800769128813978) | > loss_disc_real_2: 0.2018437534570694 (0.21040773046452824) | > loss_disc_real_3: 0.23094315826892853 (0.22875670198260284) | > loss_disc_real_4: 0.23900650441646576 (0.23096213762353107) | > loss_disc_real_5: 0.22590506076812744 (0.22067183964863057) | > loss_0: 2.365673780441284 (2.360768760122905) | > grad_norm_0: tensor(10.3735, device='cuda:0') (tensor(9.0652, device='cuda:0')) | > loss_gen: 2.503815174102783 (2.4672110647690015) | > loss_kl: 2.1172854900360107 (2.0078652581063716) | > loss_feat: 7.4340643882751465 (6.9378223041208775) | > loss_mel: 17.440689086914062 (17.414361424562422) | > loss_duration: 2.093568801879883 (2.0061669763995376) | > loss_1: 31.58942222595215 (30.833427045403457) | > grad_norm_1: tensor(155.5332, device='cuda:0') (tensor(94.6350, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3775 (0.37656820256535606) | > loader_time: 0.0043 (0.00393229141467955)  --> TIME: 2024-06-11 22:28:19 -- STEP: 189/330 -- GLOBAL_STEP: 321500 | > loss_disc: 2.378326892852783 (2.3652410797341177) | > loss_disc_real_0: 0.09981319308280945 (0.11586487573132943) | > loss_disc_real_1: 0.2259790450334549 (0.19769258710442397) | > loss_disc_real_2: 0.18078964948654175 (0.2109906505497675) | > loss_disc_real_3: 0.2412518858909607 (0.2294038805381331) | > loss_disc_real_4: 0.2212435007095337 (0.23184720549003157) | > loss_disc_real_5: 0.218288391828537 (0.22218756212128532) | > loss_0: 2.378326892852783 (2.3652410797341177) | > grad_norm_0: tensor(15.6566, device='cuda:0') (tensor(9.8077, device='cuda:0')) | > loss_gen: 2.5450668334960938 (2.4651206775947876) | > loss_kl: 1.9835165739059448 (2.010865090385316) | > loss_feat: 7.133965969085693 (6.926309270202799) | > loss_mel: 17.172771453857422 (17.374753583675986) | > loss_duration: 2.0833349227905273 (2.0135697309302265) | > loss_1: 30.918655395507812 (30.79061839189479) | > grad_norm_1: tensor(259.1180, device='cuda:0') (tensor(105.4113, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.3937 (0.3788010872230328) | > loader_time: 0.0052 (0.004045800557212226) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_321500.pth  --> TIME: 2024-06-11 22:28:34 -- STEP: 214/330 -- GLOBAL_STEP: 321525 | > loss_disc: 2.389284372329712 (2.3647459143790157) | > loss_disc_real_0: 0.11190215498209 (0.1172738428984847) | > loss_disc_real_1: 0.1693565398454666 (0.19742224267988562) | > loss_disc_real_2: 0.20288383960723877 (0.21138992529606151) | > loss_disc_real_3: 0.2192811816930771 (0.22937368873123812) | > loss_disc_real_4: 0.23571226000785828 (0.23157200530589184) | > loss_disc_real_5: 0.2268204689025879 (0.22229814564234743) | > loss_0: 2.389284372329712 (2.3647459143790157) | > grad_norm_0: tensor(32.3186, device='cuda:0') (tensor(11.0521, device='cuda:0')) | > loss_gen: 2.3020758628845215 (2.4690081538441038) | > loss_kl: 2.0594708919525146 (2.0147460832774087) | > loss_feat: 6.990603923797607 (6.9418533917899445) | > loss_mel: 17.433547973632812 (17.34907849481175) | > loss_duration: 2.124819755554199 (2.020812767688359) | > loss_1: 30.910518646240234 (30.79549887469996) | > grad_norm_1: tensor(340.7005, device='cuda:0') (tensor(123.8411, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.4001 (0.38241772785365025) | > loader_time: 0.0064 (0.004200864061016904)  --> TIME: 2024-06-11 22:28:45 -- STEP: 239/330 -- GLOBAL_STEP: 321550 | > loss_disc: 2.3888490200042725 (2.3702908270528655) | > loss_disc_real_0: 0.12268709391355515 (0.11848884010414698) | > loss_disc_real_1: 0.1659916639328003 (0.19755489319937) | > loss_disc_real_2: 0.19973739981651306 (0.21171275710211637) | > loss_disc_real_3: 0.22644437849521637 (0.22988646998066284) | > loss_disc_real_4: 0.2542791962623596 (0.23168941315996097) | > loss_disc_real_5: 0.2362525910139084 (0.22191322884799047) | > loss_0: 2.3888490200042725 (2.3702908270528655) | > grad_norm_0: tensor(41.9944, device='cuda:0') (tensor(13.3102, device='cuda:0')) | > loss_gen: 2.4769484996795654 (2.4684562104516456) | > loss_kl: 2.126124143600464 (2.0155389229124054) | > loss_feat: 6.3281097412109375 (6.929202800016523) | > loss_mel: 16.504501342773438 (17.307313699602606) | > loss_duration: 2.0791709423065186 (2.029347468619567) | > loss_1: 29.514854431152344 (30.749859103597856) | > grad_norm_1: tensor(483.0728, device='cuda:0') (tensor(150.4420, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.413 (0.3857346448938218) | > loader_time: 0.0054 (0.004327756091640587)  --> TIME: 2024-06-11 22:28:56 -- STEP: 264/330 -- GLOBAL_STEP: 321575 | > loss_disc: 2.4414124488830566 (2.372988559079895) | > loss_disc_real_0: 0.19009587168693542 (0.11964179439978166) | > loss_disc_real_1: 0.2199975699186325 (0.19812160561030562) | > loss_disc_real_2: 0.17398415505886078 (0.2115900648588484) | > loss_disc_real_3: 0.2454543113708496 (0.23040189915759998) | > loss_disc_real_4: 0.26314207911491394 (0.23173285157165743) | > loss_disc_real_5: 0.2576374113559723 (0.222312378781763) | > loss_0: 2.4414124488830566 (2.372988559079895) | > grad_norm_0: tensor(46.3095, device='cuda:0') (tensor(15.9104, device='cuda:0')) | > loss_gen: 2.2851452827453613 (2.470019494042253) | > loss_kl: 2.184832811355591 (2.020350218722313) | > loss_feat: 6.221694469451904 (6.9413453033476165) | > loss_mel: 16.21997833251953 (17.261760700832735) | > loss_duration: 2.1537604331970215 (2.0372403598192976) | > loss_1: 29.065412521362305 (30.730716120113026) | > grad_norm_1: tensor(401.8493, device='cuda:0') (tensor(181.9807, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.4285 (0.3892553096467798) | > loader_time: 0.0061 (0.004454520615664398)  --> TIME: 2024-06-11 22:29:07 -- STEP: 289/330 -- GLOBAL_STEP: 321600 | > loss_disc: 2.588444948196411 (2.3725019318009766) | > loss_disc_real_0: 0.28286319971084595 (0.12092734401510662) | > loss_disc_real_1: 0.15996742248535156 (0.19790039538924672) | > loss_disc_real_2: 0.2549722492694855 (0.21144879957383894) | > loss_disc_real_3: 0.24175342917442322 (0.23044284425392283) | > loss_disc_real_4: 0.24896790087223053 (0.2314461585147158) | > loss_disc_real_5: 0.24535684287548065 (0.22185636402001427) | > loss_0: 2.588444948196411 (2.3725019318009766) | > grad_norm_0: tensor(101.9512, device='cuda:0') (tensor(18.2654, device='cuda:0')) | > loss_gen: 2.543958902359009 (2.478162004048438) | > loss_kl: 1.9555696249008179 (2.024804812814123) | > loss_feat: 6.977190017700195 (6.961702330302202) | > loss_mel: 15.22242259979248 (17.200985548818007) | > loss_duration: 2.1810197830200195 (2.046837118670191) | > loss_1: 28.88016128540039 (30.712491843939652) | > grad_norm_1: tensor(280.5841, device='cuda:0') (tensor(209.2098, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.4552 (0.3937489144942339) | > loader_time: 0.0068 (0.004599902044118071)  --> TIME: 2024-06-11 22:29:20 -- STEP: 314/330 -- GLOBAL_STEP: 321625 | > loss_disc: 2.3855931758880615 (2.374770762054785) | > loss_disc_real_0: 0.14481580257415771 (0.12234234624797372) | > loss_disc_real_1: 0.20308555662631989 (0.1985091516261648) | > loss_disc_real_2: 0.24040502309799194 (0.21131867122877934) | > loss_disc_real_3: 0.24846021831035614 (0.23034753185358775) | > loss_disc_real_4: 0.2024051547050476 (0.23125657235171385) | > loss_disc_real_5: 0.27529478073120117 (0.22216190193678917) | > loss_0: 2.3855931758880615 (2.374770762054785) | > grad_norm_0: tensor(24.5545, device='cuda:0') (tensor(20.1216, device='cuda:0')) | > loss_gen: 2.4369595050811768 (2.4782892997097834) | > loss_kl: 2.0115251541137695 (2.0264096070247084) | > loss_feat: 6.929772853851318 (6.985522973309656) | > loss_mel: 16.637014389038086 (17.16715531136581) | > loss_duration: 2.2533960342407227 (2.05973271655429) | > loss_1: 30.26866912841797 (30.717109959596282) | > grad_norm_1: tensor(403.4612, device='cuda:0') (tensor(230.6839, device='cuda:0')) | > current_lr_0: 0.00018308249482339444 | > current_lr_1: 0.00018308249482339444 | > step_time: 0.5258 (0.40213498340290804) | > loader_time: 0.0086 (0.004800186795034226)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5483553409576416 (2.5483553409576416) | > loss_disc_real_0: 0.18886247277259827 (0.18886247277259827) | > loss_disc_real_1: 0.17964275181293488 (0.17964275181293488) | > loss_disc_real_2: 0.2257004678249359 (0.2257004678249359) | > loss_disc_real_3: 0.25119099020957947 (0.25119099020957947) | > loss_disc_real_4: 0.2894671559333801 (0.2894671559333801) | > loss_disc_real_5: 0.27124837040901184 (0.27124837040901184) | > loss_0: 2.5483553409576416 (2.5483553409576416) | > loss_gen: 2.2363321781158447 (2.2363321781158447) | > loss_kl: 2.9525108337402344 (2.9525108337402344) | > loss_feat: 4.7696309089660645 (4.7696309089660645) | > loss_mel: 14.253725051879883 (14.253725051879883) | > loss_duration: 2.86838698387146 (2.86838698387146) | > loss_1: 27.080585479736328 (27.080585479736328)  --> STEP: 1 | > loss_disc: 2.175227642059326 (2.175227642059326) | > loss_disc_real_0: 0.07454751431941986 (0.07454751431941986) | > loss_disc_real_1: 0.13669520616531372 (0.13669520616531372) | > loss_disc_real_2: 0.18189281225204468 (0.18189281225204468) | > loss_disc_real_3: 0.23476165533065796 (0.23476165533065796) | > loss_disc_real_4: 0.22031523287296295 (0.22031523287296295) | > loss_disc_real_5: 0.13615141808986664 (0.13615141808986664) | > loss_0: 2.175227642059326 (2.175227642059326) | > loss_gen: 2.3092041015625 (2.3092041015625) | > loss_kl: 3.597043752670288 (3.597043752670288) | > loss_feat: 6.106025695800781 (6.106025695800781) | > loss_mel: 16.526878356933594 (16.526878356933594) | > loss_duration: 2.493561029434204 (2.493561029434204) | > loss_1: 31.032712936401367 (31.032712936401367)  --> STEP: 2 | > loss_disc: 2.416247606277466 (2.295737624168396) | > loss_disc_real_0: 0.09144411981105804 (0.08299581706523895) | > loss_disc_real_1: 0.16128593683242798 (0.14899057149887085) | > loss_disc_real_2: 0.16671393811702728 (0.17430337518453598) | > loss_disc_real_3: 0.23968644440174103 (0.2372240498661995) | > loss_disc_real_4: 0.27272650599479675 (0.24652086943387985) | > loss_disc_real_5: 0.22894906997680664 (0.18255024403333664) | > loss_0: 2.416247606277466 (2.295737624168396) | > loss_gen: 2.3520023822784424 (2.330603241920471) | > loss_kl: 3.137510061264038 (3.367276906967163) | > loss_feat: 5.907644748687744 (6.006835222244263) | > loss_mel: 18.25983428955078 (17.393356323242188) | > loss_duration: 2.4744789600372314 (2.4840199947357178) | > loss_1: 32.1314697265625 (31.582091331481934)  --> STEP: 3 | > loss_disc: 2.060116767883301 (2.2171973387400308) | > loss_disc_real_0: 0.11110800504684448 (0.0923665463924408) | > loss_disc_real_1: 0.13431942462921143 (0.14410018920898438) | > loss_disc_real_2: 0.20084509253501892 (0.18315061430136362) | > loss_disc_real_3: 0.20068837702274323 (0.22504549225171408) | > loss_disc_real_4: 0.24283643066883087 (0.24529272317886353) | > loss_disc_real_5: 0.23587462306022644 (0.2003250370422999) | > loss_0: 2.060116767883301 (2.2171973387400308) | > loss_gen: 2.7521281242370605 (2.471111536026001) | > loss_kl: 3.5137972831726074 (3.416117032368978) | > loss_feat: 7.491021156311035 (6.5015638669331866) | > loss_mel: 16.095035552978516 (16.960582733154297) | > loss_duration: 2.384119749069214 (2.4507199128468833) | > loss_1: 32.23610305786133 (31.800095240275066)  --> STEP: 4 | > loss_disc: 2.4370477199554443 (2.2721599340438843) | > loss_disc_real_0: 0.08266481012105942 (0.08994111232459545) | > loss_disc_real_1: 0.17355437576770782 (0.15146373584866524) | > loss_disc_real_2: 0.3219151198863983 (0.2178417406976223) | > loss_disc_real_3: 0.2661112844944 (0.23531194031238556) | > loss_disc_real_4: 0.284219354391098 (0.25502438098192215) | > loss_disc_real_5: 0.2882912755012512 (0.22231659665703773) | > loss_0: 2.4370477199554443 (2.2721599340438843) | > loss_gen: 2.6911635398864746 (2.5261245369911194) | > loss_kl: 4.107237339019775 (3.5888971090316772) | > loss_feat: 6.914493560791016 (6.604796290397644) | > loss_mel: 17.374391555786133 (17.064034938812256) | > loss_duration: 2.2623908519744873 (2.403637647628784) | > loss_1: 33.34967803955078 (32.187490940093994)  --> STEP: 5 | > loss_disc: 2.368116855621338 (2.291351318359375) | > loss_disc_real_0: 0.13901935517787933 (0.09975676089525223) | > loss_disc_real_1: 0.17747236788272858 (0.1566654622554779) | > loss_disc_real_2: 0.25957414507865906 (0.22618822157382965) | > loss_disc_real_3: 0.33276379108428955 (0.2548023104667664) | > loss_disc_real_4: 0.20745313167572021 (0.24551013112068176) | > loss_disc_real_5: 0.20652590692043304 (0.21915845870971679) | > loss_0: 2.368116855621338 (2.291351318359375) | > loss_gen: 2.4357259273529053 (2.5080448150634767) | > loss_kl: 2.514662027359009 (3.3740500926971437) | > loss_feat: 6.05916690826416 (6.495670413970947) | > loss_mel: 18.839954376220703 (17.419218826293946) | > loss_duration: 2.351832866668701 (2.3932766914367676) | > loss_1: 32.20134353637695 (32.19026145935059)  --> STEP: 6 | > loss_disc: 2.44757342338562 (2.317388335863749) | > loss_disc_real_0: 0.12838348746299744 (0.10452788198987643) | > loss_disc_real_1: 0.14999930560588837 (0.15555443614721298) | > loss_disc_real_2: 0.3126057982444763 (0.24059115101893744) | > loss_disc_real_3: 0.32681965827941895 (0.2668052017688751) | > loss_disc_real_4: 0.25684934854507446 (0.24740000069141388) | > loss_disc_real_5: 0.20213137567043304 (0.21632061153650284) | > loss_0: 2.44757342338562 (2.317388335863749) | > loss_gen: 2.5393526554107666 (2.5132627884546914) | > loss_kl: 3.104142665863037 (3.329065521558126) | > loss_feat: 5.043478488922119 (6.2536384264628095) | > loss_mel: 17.421405792236328 (17.419583320617676) | > loss_duration: 2.214303731918335 (2.3634478648503623) | > loss_1: 30.322683334350586 (31.878998438517254)  --> STEP: 7 | > loss_disc: 2.3979341983795166 (2.328894887651716) | > loss_disc_real_0: 0.1183234304189682 (0.10649867462260383) | > loss_disc_real_1: 0.15249942243099213 (0.1551180056163243) | > loss_disc_real_2: 0.24362336099147797 (0.2410243238721575) | > loss_disc_real_3: 0.2906011641025543 (0.27020462495940073) | > loss_disc_real_4: 0.24173489212989807 (0.2465906994683402) | > loss_disc_real_5: 0.29384633898735046 (0.2273957154580525) | > loss_0: 2.3979341983795166 (2.328894887651716) | > loss_gen: 2.510833263397217 (2.512915713446481) | > loss_kl: 4.202607154846191 (3.453857183456421) | > loss_feat: 7.175187110900879 (6.385288238525391) | > loss_mel: 18.480587005615234 (17.571155275617325) | > loss_duration: 2.477627754211426 (2.379759277616228) | > loss_1: 34.846839904785156 (32.30297579084124)  --> STEP: 8 | > loss_disc: 2.4790408611297607 (2.3476631343364716) | > loss_disc_real_0: 0.19051384925842285 (0.1170005714520812) | > loss_disc_real_1: 0.16992323100566864 (0.15696865878999233) | > loss_disc_real_2: 0.2099100798368454 (0.2371350433677435) | > loss_disc_real_3: 0.30825406312942505 (0.27496080473065376) | > loss_disc_real_4: 0.23379945755004883 (0.24499179422855377) | > loss_disc_real_5: 0.22615915536880493 (0.22724114544689655) | > loss_0: 2.4790408611297607 (2.3476631343364716) | > loss_gen: 2.285644769668579 (2.484506845474243) | > loss_kl: 2.8915891647338867 (3.383573681116104) | > loss_feat: 6.052319526672363 (6.343667149543762) | > loss_mel: 13.83448314666748 (17.104071259498596) | > loss_duration: 2.272167205810547 (2.366310268640518) | > loss_1: 27.336204528808594 (31.682129383087158)  --> STEP: 9 | > loss_disc: 2.547369956970215 (2.3698527812957764) | > loss_disc_real_0: 0.25629597902297974 (0.13247783895995882) | > loss_disc_real_1: 0.19210223853588104 (0.16087238987286887) | > loss_disc_real_2: 0.2836451232433319 (0.24230283002058664) | > loss_disc_real_3: 0.26845312118530273 (0.2742377287811703) | > loss_disc_real_4: 0.21711251139640808 (0.24189409613609314) | > loss_disc_real_5: 0.1530386507511139 (0.2189964238140318) | > loss_0: 2.547369956970215 (2.3698527812957764) | > loss_gen: 2.46207332611084 (2.4820142322116427) | > loss_kl: 1.8515244722366333 (3.2133459912406073) | > loss_feat: 8.585342407226562 (6.592742178175184) | > loss_mel: 17.759374618530273 (17.17688274383545) | > loss_duration: 2.1331074237823486 (2.340398841434055) | > loss_1: 32.791419982910156 (31.805383894178604)  --> STEP: 10 | > loss_disc: 2.484254837036133 (2.381292986869812) | > loss_disc_real_0: 0.15560954809188843 (0.1347910098731518) | > loss_disc_real_1: 0.18994517624378204 (0.16377966850996017) | > loss_disc_real_2: 0.2955152690410614 (0.24762407392263414) | > loss_disc_real_3: 0.31486839056015015 (0.2783007949590683) | > loss_disc_real_4: 0.29439058899879456 (0.24714374542236328) | > loss_disc_real_5: 0.24228495359420776 (0.2213252767920494) | > loss_0: 2.484254837036133 (2.381292986869812) | > loss_gen: 2.561119556427002 (2.489924764633179) | > loss_kl: 2.853595733642578 (3.1773709654808044) | > loss_feat: 6.735404014587402 (6.607008361816407) | > loss_mel: 17.4150390625 (17.200698375701904) | > loss_duration: 2.34468412399292 (2.3408273696899413) | > loss_1: 31.90984344482422 (31.815829849243165)  --> STEP: 11 | > loss_disc: 2.691683530807495 (2.409510309045965) | > loss_disc_real_0: 0.24442589282989502 (0.1447578174146739) | > loss_disc_real_1: 0.1821349412202835 (0.16544832966544412) | > loss_disc_real_2: 0.2541341185569763 (0.24821589616211978) | > loss_disc_real_3: 0.3013748228549957 (0.28039843385869806) | > loss_disc_real_4: 0.30936309695243835 (0.2528000501069156) | > loss_disc_real_5: 0.29523685574531555 (0.22804451124234634) | > loss_0: 2.691683530807495 (2.409510309045965) | > loss_gen: 2.463111639022827 (2.4874872077595103) | > loss_kl: 3.569998264312744 (3.213064356283708) | > loss_feat: 5.890376567840576 (6.541860016909513) | > loss_mel: 16.557668685913086 (17.14224113117565) | > loss_duration: 2.506138324737549 (2.355855638330633) | > loss_1: 30.987293243408203 (31.740508339621805)  --> STEP: 12 | > loss_disc: 2.6474385261535645 (2.429337660471598) | > loss_disc_real_0: 0.08630500733852386 (0.13988674990832806) | > loss_disc_real_1: 0.16167010366916656 (0.16513347749908766) | > loss_disc_real_2: 0.28294578194618225 (0.25111005331079167) | > loss_disc_real_3: 0.23980052769184113 (0.27701527501146) | > loss_disc_real_4: 0.3201032876968384 (0.25840865323940915) | > loss_disc_real_5: 0.2739589810371399 (0.23187071705857912) | > loss_0: 2.6474385261535645 (2.429337660471598) | > loss_gen: 2.098875045776367 (2.455102860927582) | > loss_kl: 2.6813385486602783 (3.1687538723150888) | > loss_feat: 5.723526477813721 (6.473665555318196) | > loss_mel: 16.8314266204834 (17.116339921951294) | > loss_duration: 2.2712135314941406 (2.348802129427592) | > loss_1: 29.606380462646484 (31.56266434987386)  --> STEP: 13 | > loss_disc: 2.6891698837280273 (2.449324754568247) | > loss_disc_real_0: 0.19045205414295197 (0.14377638869560683) | > loss_disc_real_1: 0.21594403684139252 (0.16904198206388032) | > loss_disc_real_2: 0.3096185624599457 (0.2556107078607266) | > loss_disc_real_3: 0.311686635017395 (0.27968230270422423) | > loss_disc_real_4: 0.2913166284561157 (0.26094003594838655) | > loss_disc_real_5: 0.3224651515483856 (0.23883951971164116) | > loss_0: 2.6891698837280273 (2.449324754568247) | > loss_gen: 2.5422275066375732 (2.461804756751427) | > loss_kl: 3.2086124420166016 (3.1718199161382823) | > loss_feat: 6.035465717315674 (6.4399578754718485) | > loss_mel: 15.31744384765625 (16.977963300851677) | > loss_duration: 2.222407817840576 (2.3390794900747447) | > loss_1: 29.326156616210938 (31.39062529343825)  --> STEP: 14 | > loss_disc: 2.393638849258423 (2.4453471899032593) | > loss_disc_real_0: 0.1233476772904396 (0.14231719502380916) | > loss_disc_real_1: 0.24356777966022491 (0.17436525332076208) | > loss_disc_real_2: 0.1792858988046646 (0.2501589357852936) | > loss_disc_real_3: 0.2547849416732788 (0.2779039197734424) | > loss_disc_real_4: 0.2861761450767517 (0.2627426151718412) | > loss_disc_real_5: 0.23116353154182434 (0.23829123484236853) | > loss_0: 2.393638849258423 (2.4453471899032593) | > loss_gen: 2.50892972946167 (2.46517082623073) | > loss_kl: 3.5397613048553467 (3.198101443903787) | > loss_feat: 6.240266799926758 (6.425694227218628) | > loss_mel: 17.35389518737793 (17.004815578460697) | > loss_duration: 2.403555393218994 (2.3436849117279053) | > loss_1: 32.046409606933594 (31.43746703011649)  --> STEP: 15 | > loss_disc: 2.3788352012634277 (2.4409130573272706) | > loss_disc_real_0: 0.15013012290000916 (0.14283805688222248) | > loss_disc_real_1: 0.16960619390010834 (0.1740479826927185) | > loss_disc_real_2: 0.17305846512317657 (0.24501890440781912) | > loss_disc_real_3: 0.2538793683052063 (0.2763022830088933) | > loss_disc_real_4: 0.18205614387989044 (0.25736351708571115) | > loss_disc_real_5: 0.25181180238723755 (0.23919260601202647) | > loss_0: 2.3788352012634277 (2.4409130573272706) | > loss_gen: 2.3423094749450684 (2.456980069478353) | > loss_kl: 2.8563239574432373 (3.1753162781397504) | > loss_feat: 8.183751106262207 (6.542898019154866) | > loss_mel: 17.82056427001953 (17.05919882456462) | > loss_duration: 2.3225746154785156 (2.3422775586446125) | > loss_1: 33.5255241394043 (31.576670837402343)  --> STEP: 16 | > loss_disc: 2.6205852031707764 (2.4521425664424896) | > loss_disc_real_0: 0.23682931065559387 (0.1487125102430582) | > loss_disc_real_1: 0.17300568521022797 (0.17398283910006285) | > loss_disc_real_2: 0.1971714198589325 (0.2420284366235137) | > loss_disc_real_3: 0.2281675636768341 (0.27329386305063963) | > loss_disc_real_4: 0.2576766014099121 (0.2573830848559737) | > loss_disc_real_5: 0.23796823620796204 (0.23911608289927244) | > loss_0: 2.6205852031707764 (2.4521425664424896) | > loss_gen: 2.1716725826263428 (2.4391483515501022) | > loss_kl: 2.9400339126586914 (3.160611130297184) | > loss_feat: 5.906193256378174 (6.503103971481323) | > loss_mel: 17.057456970214844 (17.059089958667762) | > loss_duration: 2.449090003967285 (2.3489533364772797) | > loss_1: 30.52444839477539 (31.51090693473816)  --> STEP: 17 | > loss_disc: 2.549021005630493 (2.457841298159431) | > loss_disc_real_0: 0.21107378602027893 (0.1523808205828947) | > loss_disc_real_1: 0.21796223521232605 (0.1765698624007842) | > loss_disc_real_2: 0.36019623279571533 (0.2489794834571726) | > loss_disc_real_3: 0.22132331132888794 (0.2702367717728895) | > loss_disc_real_4: 0.29352766275405884 (0.25950923649703755) | > loss_disc_real_5: 0.29668644070625305 (0.24250257453497717) | > loss_0: 2.549021005630493 (2.457841298159431) | > loss_gen: 2.6572723388671875 (2.4519791743334602) | > loss_kl: 2.640573263168335 (3.130020667524899) | > loss_feat: 4.929893493652344 (6.4105621786678535) | > loss_mel: 16.392065048217773 (17.019853199229527) | > loss_duration: 2.382722854614258 (2.3509397787206314) | > loss_1: 29.002527236938477 (31.363355187808764)  --> STEP: 18 | > loss_disc: 2.3412389755249023 (2.4513633913464017) | > loss_disc_real_0: 0.08753513544797897 (0.14877828251984385) | > loss_disc_real_1: 0.12536479532718658 (0.17372513645225102) | > loss_disc_real_2: 0.21386569738388062 (0.24702871756421196) | > loss_disc_real_3: 0.18456436693668365 (0.26547719372643364) | > loss_disc_real_4: 0.19425071775913239 (0.2558837632338206) | > loss_disc_real_5: 0.15843716263771057 (0.23783227387401792) | > loss_0: 2.3412389755249023 (2.4513633913464017) | > loss_gen: 2.18967604637146 (2.4374067783355713) | > loss_kl: 3.1748878955841064 (3.132513291305966) | > loss_feat: 7.990672588348389 (6.4983460903167725) | > loss_mel: 19.39802360534668 (17.15197377734715) | > loss_duration: 2.2362375259399414 (2.3445674313439264) | > loss_1: 34.98949432373047 (31.564807362026638)  --> STEP: 19 | > loss_disc: 2.3821229934692383 (2.4477191598791825) | > loss_disc_real_0: 0.12329405546188354 (0.14743700741153015) | > loss_disc_real_1: 0.19547457993030548 (0.17486984400372757) | > loss_disc_real_2: 0.25791773200035095 (0.24760182358716665) | > loss_disc_real_3: 0.2701739966869354 (0.26572439388224955) | > loss_disc_real_4: 0.252403199672699 (0.2557005756779721) | > loss_disc_real_5: 0.23429256677627563 (0.23764597350045255) | > loss_0: 2.3821229934692383 (2.4477191598791825) | > loss_gen: 2.374082565307617 (2.4340739250183105) | > loss_kl: 2.0742568969726562 (3.0768155863410547) | > loss_feat: 6.252127647399902 (6.485387224900095) | > loss_mel: 17.75035858154297 (17.183467714410085) | > loss_duration: 2.3251585960388184 (2.343545913696289) | > loss_1: 30.775985717773438 (31.52329043338173)  --> STEP: 20 | > loss_disc: 2.3539795875549316 (2.44303218126297) | > loss_disc_real_0: 0.11585669964551926 (0.1458579920232296) | > loss_disc_real_1: 0.14119352400302887 (0.17318602800369262) | > loss_disc_real_2: 0.16355358064174652 (0.24339941143989563) | > loss_disc_real_3: 0.28236305713653564 (0.26655632704496385) | > loss_disc_real_4: 0.2445257306098938 (0.2551418334245682) | > loss_disc_real_5: 0.23070591688156128 (0.23729897066950797) | > loss_0: 2.3539795875549316 (2.44303218126297) | > loss_gen: 2.286646604537964 (2.426702558994293) | > loss_kl: 2.7441909313201904 (3.0601843535900115) | > loss_feat: 6.966324329376221 (6.509434080123901) | > loss_mel: 18.87540054321289 (17.268064355850225) | > loss_duration: 2.2650258541107178 (2.3396199107170106) | > loss_1: 33.1375846862793 (31.604005146026612)  --> STEP: 21 | > loss_disc: 2.286931037902832 (2.4355987934839156) | > loss_disc_real_0: 0.10555953532457352 (0.14393901789472216) | > loss_disc_real_1: 0.19235706329345703 (0.17409893444606236) | > loss_disc_real_2: 0.2674887478351593 (0.24454652269681296) | > loss_disc_real_3: 0.26453107595443726 (0.26645988651684355) | > loss_disc_real_4: 0.27811986207962036 (0.25623602526528494) | > loss_disc_real_5: 0.2415263056755066 (0.2375002723364603) | > loss_0: 2.286931037902832 (2.4355987934839156) | > loss_gen: 2.6705234050750732 (2.4383130754743303) | > loss_kl: 2.2598235607147217 (3.0220719348816645) | > loss_feat: 6.848006725311279 (6.5255565870375865) | > loss_mel: 14.500444412231445 (17.136272929963617) | > loss_duration: 2.148098945617676 (2.3304998647598993) | > loss_1: 28.426895141601562 (31.452714193434943)  --> STEP: 22 | > loss_disc: 2.376216411590576 (2.432899594306946) | > loss_disc_real_0: 0.11900833994150162 (0.14280580526048486) | > loss_disc_real_1: 0.15796390175819397 (0.17336552386934106) | > loss_disc_real_2: 0.1811378002166748 (0.24166430803862485) | > loss_disc_real_3: 0.2627275884151459 (0.26629023660313006) | > loss_disc_real_4: 0.2557666301727295 (0.25621468912471423) | > loss_disc_real_5: 0.2496107518672943 (0.23805074867877093) | > loss_0: 2.376216411590576 (2.432899594306946) | > loss_gen: 2.301394462585449 (2.4320895021611992) | > loss_kl: 2.3270223140716553 (2.9904787702993914) | > loss_feat: 6.826070308685303 (6.5392163016579365) | > loss_mel: 16.89008903503418 (17.12508275292137) | > loss_duration: 2.1796815395355225 (2.3236444863406094) | > loss_1: 30.524259567260742 (31.410511710427024)  --> STEP: 23 | > loss_disc: 2.552661657333374 (2.4381066405254863) | > loss_disc_real_0: 0.12417692691087723 (0.14199585402789322) | > loss_disc_real_1: 0.2520290017127991 (0.1767856750799262) | > loss_disc_real_2: 0.24494607746601105 (0.2418069936659025) | > loss_disc_real_3: 0.2785276770591736 (0.2668222992316537) | > loss_disc_real_4: 0.3259464204311371 (0.2592465035293413) | > loss_disc_real_5: 0.2871554493904114 (0.24018573566623355) | > loss_0: 2.552661657333374 (2.4381066405254863) | > loss_gen: 2.4944844245910645 (2.4348023248755415) | > loss_kl: 2.841240644454956 (2.983990156132242) | > loss_feat: 7.110751152038574 (6.564065642978834) | > loss_mel: 16.4942626953125 (17.097655793894898) | > loss_duration: 2.280735492706299 (2.3217788779217265) | > loss_1: 31.221473693847656 (31.402292666227922)  --> STEP: 24 | > loss_disc: 2.6120195388793945 (2.445353011290232) | > loss_disc_real_0: 0.1401364952325821 (0.14191838074475524) | > loss_disc_real_1: 0.150066077709198 (0.17567235852281252) | > loss_disc_real_2: 0.2450447529554367 (0.24194190030296645) | > loss_disc_real_3: 0.25203564763069153 (0.2662061887482802) | > loss_disc_real_4: 0.3167048990726471 (0.26164060334364575) | > loss_disc_real_5: 0.29995375871658325 (0.24267606995999813) | > loss_0: 2.6120195388793945 (2.445353011290232) | > loss_gen: 2.1755127906799316 (2.4239985942840576) | > loss_kl: 2.543006658554077 (2.965615843733152) | > loss_feat: 4.851325511932373 (6.492701470851898) | > loss_mel: 17.885122299194336 (17.130466898282375) | > loss_duration: 2.416903495788574 (2.3257424036661782) | > loss_1: 29.871868133544922 (31.33852497736613)  --> STEP: 25 | > loss_disc: 2.323659896850586 (2.4404852867126463) | > loss_disc_real_0: 0.1390766203403473 (0.14180471032857891) | > loss_disc_real_1: 0.21069635450839996 (0.17707331836223603) | > loss_disc_real_2: 0.24194635450839996 (0.24194207847118376) | > loss_disc_real_3: 0.2522510588169098 (0.26564798355102537) | > loss_disc_real_4: 0.2062271237373352 (0.2594240641593933) | > loss_disc_real_5: 0.2437436431646347 (0.24271877288818358) | > loss_0: 2.323659896850586 (2.4404852867126463) | > loss_gen: 2.4546966552734375 (2.4252265167236327) | > loss_kl: 2.8591816425323486 (2.9613584756851195) | > loss_feat: 6.633035659790039 (6.498314838409424) | > loss_mel: 15.454089164733887 (17.063411788940435) | > loss_duration: 2.3845863342285156 (2.3280961608886717) | > loss_1: 29.78558921813965 (31.27640754699707)  --> STEP: 26 | > loss_disc: 2.5925612449645996 (2.446334362030029) | > loss_disc_real_0: 0.2382669448852539 (0.1455147962730664) | > loss_disc_real_1: 0.21056964993476868 (0.17836163880733344) | > loss_disc_real_2: 0.1614394187927246 (0.23884582232970458) | > loss_disc_real_3: 0.19546058773994446 (0.2629484683275222) | > loss_disc_real_4: 0.17519663274288177 (0.25618454756645054) | > loss_disc_real_5: 0.1966608315706253 (0.24094731360673904) | > loss_0: 2.5925612449645996 (2.446334362030029) | > loss_gen: 1.9537689685821533 (2.4070935341028066) | > loss_kl: 2.0774686336517334 (2.9273627125299893) | > loss_feat: 8.356948852539062 (6.569800762029795) | > loss_mel: 18.046287536621094 (17.101214702312767) | > loss_duration: 2.3089218139648438 (2.3273586860069857) | > loss_1: 32.7433967590332 (31.33283020899846) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023586291533250073 (+6.319926335261392e-05) | > avg_loss_disc: 2.446334362030029 (-0.015267051183260438) | > avg_loss_disc_real_0: 0.1455147962730664 (-0.0005296941560048452) | > avg_loss_disc_real_1: 0.17836163880733344 (-0.05763000249862671) | > avg_loss_disc_real_2: 0.23884582232970458 (+0.006126857720888584) | > avg_loss_disc_real_3: 0.2629484683275222 (+0.04374552862002293) | > avg_loss_disc_real_4: 0.25618454756645054 (+0.058024734258651706) | > avg_loss_disc_real_5: 0.24094731360673904 (+0.019583067068686844) | > avg_loss_0: 2.446334362030029 (-0.015267051183260438) | > avg_loss_gen: 2.4070935341028066 (+0.10252157082924507) | > avg_loss_kl: 2.9273627125299893 (-0.04143731869184064) | > avg_loss_feat: 6.569800762029795 (-0.36602506270775415) | > avg_loss_mel: 17.101214702312767 (-0.2801359983590892) | > avg_loss_duration: 2.3273586860069857 (-0.01274428917811532) | > avg_loss_1: 31.33283020899846 (-0.5978213823758658)  > EPOCH: 708/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:29:49)   --> TIME: 2024-06-11 22:29:54 -- STEP: 9/330 -- GLOBAL_STEP: 321650 | > loss_disc: 2.357008934020996 (2.3065422111087375) | > loss_disc_real_0: 0.09765946865081787 (0.100625845293204) | > loss_disc_real_1: 0.19846086204051971 (0.1903226657046212) | > loss_disc_real_2: 0.2187962830066681 (0.21171146631240845) | > loss_disc_real_3: 0.24969835579395294 (0.23836260040601095) | > loss_disc_real_4: 0.24750719964504242 (0.2339903430806266) | > loss_disc_real_5: 0.25317978858947754 (0.24028652409712473) | > loss_0: 2.357008934020996 (2.3065422111087375) | > grad_norm_0: tensor(5.5479, device='cuda:0') (tensor(6.7845, device='cuda:0')) | > loss_gen: 2.4644904136657715 (2.5506814850701227) | > loss_kl: 1.9171886444091797 (1.9812766975826688) | > loss_feat: 6.484469890594482 (6.806064817640516) | > loss_mel: 17.59914207458496 (17.756750530666775) | > loss_duration: 2.079885244369507 (2.1075834963056774) | > loss_1: 30.545177459716797 (31.202357398139107) | > grad_norm_1: tensor(76.8470, device='cuda:0') (tensor(82.2827, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3514 (0.37021374702453613) | > loader_time: 0.0037 (0.0032860173119439017)  --> TIME: 2024-06-11 22:30:03 -- STEP: 34/330 -- GLOBAL_STEP: 321675 | > loss_disc: 2.3472657203674316 (2.316900744157679) | > loss_disc_real_0: 0.1255379021167755 (0.10412344884346514) | > loss_disc_real_1: 0.15803249180316925 (0.1916380112662035) | > loss_disc_real_2: 0.18783020973205566 (0.20931196651038) | > loss_disc_real_3: 0.2456052303314209 (0.2269521969206193) | > loss_disc_real_4: 0.21934089064598083 (0.22895820701823516) | > loss_disc_real_5: 0.21656371653079987 (0.22367669992587147) | > loss_0: 2.3472657203674316 (2.316900744157679) | > grad_norm_0: tensor(6.6552, device='cuda:0') (tensor(8.0114, device='cuda:0')) | > loss_gen: 2.6090683937072754 (2.4941310602075912) | > loss_kl: 2.092167854309082 (1.9394394159317017) | > loss_feat: 6.929069519042969 (6.859435838811538) | > loss_mel: 17.230541229248047 (17.43361529181985) | > loss_duration: 1.9981976747512817 (2.0206617292235878) | > loss_1: 30.85904312133789 (30.74728348675896) | > grad_norm_1: tensor(141.2640, device='cuda:0') (tensor(78.3818, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3646 (0.36386030561783733) | > loader_time: 0.0037 (0.0034531074411728803)  --> TIME: 2024-06-11 22:30:12 -- STEP: 59/330 -- GLOBAL_STEP: 321700 | > loss_disc: 2.374553680419922 (2.351577136476162) | > loss_disc_real_0: 0.09176664054393768 (0.11018153545209917) | > loss_disc_real_1: 0.1833357959985733 (0.1976416813114942) | > loss_disc_real_2: 0.2048186957836151 (0.2110002058542381) | > loss_disc_real_3: 0.24589429795742035 (0.22744857507236935) | > loss_disc_real_4: 0.24958860874176025 (0.23228284893399578) | > loss_disc_real_5: 0.2280510514974594 (0.22573055478475862) | > loss_0: 2.374553680419922 (2.351577136476162) | > grad_norm_0: tensor(5.9811, device='cuda:0') (tensor(7.9635, device='cuda:0')) | > loss_gen: 2.3417906761169434 (2.460694050384779) | > loss_kl: 1.7812308073043823 (1.925275537927272) | > loss_feat: 6.872406482696533 (6.843185546034474) | > loss_mel: 15.833255767822266 (17.375125319270765) | > loss_duration: 1.9652976989746094 (2.00074282743163) | > loss_1: 28.793981552124023 (30.605023400258208) | > grad_norm_1: tensor(67.7108, device='cuda:0') (tensor(71.0080, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3738 (0.36439801878848327) | > loader_time: 0.0037 (0.003611318135665635)  --> TIME: 2024-06-11 22:30:22 -- STEP: 84/330 -- GLOBAL_STEP: 321725 | > loss_disc: 2.397392749786377 (2.34833725577309) | > loss_disc_real_0: 0.12868091464042664 (0.11077246797226724) | > loss_disc_real_1: 0.2054865062236786 (0.19751622634274615) | > loss_disc_real_2: 0.21920634806156158 (0.21017171300592877) | > loss_disc_real_3: 0.21385280787944794 (0.22754146850534848) | > loss_disc_real_4: 0.20577611029148102 (0.23120407210219474) | > loss_disc_real_5: 0.18259644508361816 (0.22313793571222396) | > loss_0: 2.397392749786377 (2.34833725577309) | > grad_norm_0: tensor(11.9835, device='cuda:0') (tensor(7.9700, device='cuda:0')) | > loss_gen: 2.198836088180542 (2.464787574041456) | > loss_kl: 2.0427052974700928 (1.9527530443100702) | > loss_feat: 6.628679275512695 (6.896725285620916) | > loss_mel: 16.90837287902832 (17.369530893507456) | > loss_duration: 2.054152011871338 (1.994049102067947) | > loss_1: 29.832744598388672 (30.677846091134207) | > grad_norm_1: tensor(84.2008, device='cuda:0') (tensor(72.5091, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3784 (0.36731226387478055) | > loader_time: 0.0045 (0.003674101261865525)  --> TIME: 2024-06-11 22:30:31 -- STEP: 109/330 -- GLOBAL_STEP: 321750 | > loss_disc: 2.3521814346313477 (2.3511603206669522) | > loss_disc_real_0: 0.12400676310062408 (0.11209846868974353) | > loss_disc_real_1: 0.21005482971668243 (0.19688962878437213) | > loss_disc_real_2: 0.18677635490894318 (0.21054046088402426) | > loss_disc_real_3: 0.22527848184108734 (0.22921653925825697) | > loss_disc_real_4: 0.2336411029100418 (0.23096335645115704) | > loss_disc_real_5: 0.21353648602962494 (0.22339028366115116) | > loss_0: 2.3521814346313477 (2.3511603206669522) | > grad_norm_0: tensor(6.7658, device='cuda:0') (tensor(7.9393, device='cuda:0')) | > loss_gen: 2.5090909004211426 (2.4670847468419907) | > loss_kl: 1.8852049112319946 (1.9514821691250583) | > loss_feat: 6.918672561645508 (6.8893414068659515) | > loss_mel: 16.690027236938477 (17.370630185538477) | > loss_duration: 1.9661729335784912 (1.9957366984918574) | > loss_1: 29.969167709350586 (30.674275337009256) | > grad_norm_1: tensor(66.8086, device='cuda:0') (tensor(73.4031, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3662 (0.36918784937727345) | > loader_time: 0.0039 (0.0037591719846113013)  --> TIME: 2024-06-11 22:30:41 -- STEP: 134/330 -- GLOBAL_STEP: 321775 | > loss_disc: 2.3197247982025146 (2.3575789270116325) | > loss_disc_real_0: 0.1331355720758438 (0.11232830094757365) | > loss_disc_real_1: 0.16527046263217926 (0.19636454344240584) | > loss_disc_real_2: 0.2210322469472885 (0.21112838709977136) | > loss_disc_real_3: 0.2243645340204239 (0.22983151841074673) | > loss_disc_real_4: 0.21725359559059143 (0.23111650525633967) | > loss_disc_real_5: 0.2345678061246872 (0.2237745078641977) | > loss_0: 2.3197247982025146 (2.3575789270116325) | > grad_norm_0: tensor(9.3348, device='cuda:0') (tensor(8.0737, device='cuda:0')) | > loss_gen: 2.5730409622192383 (2.4670863703115664) | > loss_kl: 2.0020484924316406 (1.9678812462892106) | > loss_feat: 7.494330883026123 (6.931582333436653) | > loss_mel: 17.517478942871094 (17.40677003006437) | > loss_duration: 2.0097568035125732 (1.9994638393174355) | > loss_1: 31.596654891967773 (30.772783934180417) | > grad_norm_1: tensor(123.2345, device='cuda:0') (tensor(75.1406, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3825 (0.3708033561706543) | > loader_time: 0.0038 (0.0038557070404735966)  --> TIME: 2024-06-11 22:30:51 -- STEP: 159/330 -- GLOBAL_STEP: 321800 | > loss_disc: 2.575529098510742 (2.3675649960835785) | > loss_disc_real_0: 0.14768871665000916 (0.11478051369857488) | > loss_disc_real_1: 0.1968778371810913 (0.19761263846226454) | > loss_disc_real_2: 0.2157449573278427 (0.2119274789807181) | > loss_disc_real_3: 0.21821698546409607 (0.22945971768232262) | > loss_disc_real_4: 0.2326991707086563 (0.23143547492207223) | > loss_disc_real_5: 0.21631410717964172 (0.2242238627477262) | > loss_0: 2.575529098510742 (2.3675649960835785) | > grad_norm_0: tensor(6.0706, device='cuda:0') (tensor(8.4118, device='cuda:0')) | > loss_gen: 2.4851675033569336 (2.463229713200024) | > loss_kl: 2.060408353805542 (1.9777399046615984) | > loss_feat: 7.042596817016602 (6.918879649924032) | > loss_mel: 17.404277801513672 (17.385317022695478) | > loss_duration: 2.0073931217193604 (2.003230505769358) | > loss_1: 30.99984359741211 (30.748396987435203) | > grad_norm_1: tensor(78.8544, device='cuda:0') (tensor(76.9648, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.394 (0.3727847510163888) | > loader_time: 0.0048 (0.003953204964691738)  --> TIME: 2024-06-11 22:31:01 -- STEP: 184/330 -- GLOBAL_STEP: 321825 | > loss_disc: 2.3235135078430176 (2.3724057480044998) | > loss_disc_real_0: 0.11498647928237915 (0.11639466829112043) | > loss_disc_real_1: 0.19579802453517914 (0.19829857867697007) | > loss_disc_real_2: 0.21385689079761505 (0.2121714650774779) | > loss_disc_real_3: 0.2374538630247116 (0.2302602752233329) | > loss_disc_real_4: 0.23687712848186493 (0.23220513137462345) | > loss_disc_real_5: 0.2377798855304718 (0.22461566628645296) | > loss_0: 2.3235135078430176 (2.3724057480044998) | > grad_norm_0: tensor(11.1225, device='cuda:0') (tensor(8.8262, device='cuda:0')) | > loss_gen: 2.4926598072052 (2.4584803166596787) | > loss_kl: 2.088637590408325 (1.9848829540221586) | > loss_feat: 7.1331787109375 (6.912459977295088) | > loss_mel: 17.4635009765625 (17.36426791937454) | > loss_duration: 2.0389490127563477 (2.010675730264705) | > loss_1: 31.21692657470703 (30.730767053106558) | > grad_norm_1: tensor(127.5519, device='cuda:0') (tensor(81.5293, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.3882 (0.3744284717932991) | > loader_time: 0.0046 (0.004050047501273776)  --> TIME: 2024-06-11 22:31:11 -- STEP: 209/330 -- GLOBAL_STEP: 321850 | > loss_disc: 2.3732352256774902 (2.3746192318400716) | > loss_disc_real_0: 0.10567939281463623 (0.11786148486810438) | > loss_disc_real_1: 0.1937977373600006 (0.19817701459786535) | > loss_disc_real_2: 0.22278906404972076 (0.21255230711122441) | > loss_disc_real_3: 0.2468099743127823 (0.23045690707042457) | > loss_disc_real_4: 0.25140878558158875 (0.23158686896830655) | > loss_disc_real_5: 0.2478148639202118 (0.22417982250594637) | > loss_0: 2.3732352256774902 (2.3746192318400716) | > grad_norm_0: tensor(33.6450, device='cuda:0') (tensor(10.2185, device='cuda:0')) | > loss_gen: 2.486827850341797 (2.457632637480228) | > loss_kl: 1.9144136905670166 (1.9861516017092473) | > loss_feat: 6.973728179931641 (6.917457055817381) | > loss_mel: 16.784109115600586 (17.358068758220753) | > loss_duration: 2.097748279571533 (2.0189751204121063) | > loss_1: 30.256826400756836 (30.738285238092597) | > grad_norm_1: tensor(428.1611, device='cuda:0') (tensor(101.9852, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.4161 (0.37778399321451134) | > loader_time: 0.0052 (0.004200353576806173)  --> TIME: 2024-06-11 22:31:22 -- STEP: 234/330 -- GLOBAL_STEP: 321875 | > loss_disc: 2.3883767127990723 (2.3772803351410445) | > loss_disc_real_0: 0.1273908168077469 (0.11843371945313919) | > loss_disc_real_1: 0.1927163451910019 (0.1987032371326389) | > loss_disc_real_2: 0.23395057022571564 (0.2126371144738971) | > loss_disc_real_3: 0.21927930414676666 (0.2304838443031678) | > loss_disc_real_4: 0.22015400230884552 (0.23199334122941026) | > loss_disc_real_5: 0.19615967571735382 (0.22451818129445753) | > loss_0: 2.3883767127990723 (2.3772803351410445) | > grad_norm_0: tensor(14.1114, device='cuda:0') (tensor(12.7456, device='cuda:0')) | > loss_gen: 2.4897656440734863 (2.4599305503388744) | > loss_kl: 2.0348777770996094 (1.9902010697584887) | > loss_feat: 6.720214366912842 (6.905359865253807) | > loss_mel: 17.180692672729492 (17.314751030033456) | > loss_duration: 2.0903282165527344 (2.027813584886045) | > loss_1: 30.515878677368164 (30.6980561557998) | > grad_norm_1: tensor(457.3958, device='cuda:0') (tensor(132.4669, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.4442 (0.3830434888856023) | > loader_time: 0.0052 (0.004312838244641946)  --> TIME: 2024-06-11 22:31:33 -- STEP: 259/330 -- GLOBAL_STEP: 321900 | > loss_disc: 2.2330617904663086 (2.3770204961990307) | > loss_disc_real_0: 0.13295458257198334 (0.11870695368663685) | > loss_disc_real_1: 0.21310238540172577 (0.19879204644659768) | > loss_disc_real_2: 0.15234684944152832 (0.21267699804085097) | > loss_disc_real_3: 0.23205985128879547 (0.23016927785394733) | > loss_disc_real_4: 0.23253652453422546 (0.23226225007915127) | > loss_disc_real_5: 0.2123788595199585 (0.22431311298981596) | > loss_0: 2.2330617904663086 (2.3770204961990307) | > grad_norm_0: tensor(18.3834, device='cuda:0') (tensor(14.8319, device='cuda:0')) | > loss_gen: 2.8138060569763184 (2.4671887568985627) | > loss_kl: 1.8803633451461792 (1.9931058165649649) | > loss_feat: 7.3504414558410645 (6.928389006139689) | > loss_mel: 17.37893295288086 (17.28287046940629) | > loss_duration: 2.1468825340270996 (2.035765783667104) | > loss_1: 31.57042694091797 (30.70731986351455) | > grad_norm_1: tensor(580.1838, device='cuda:0') (tensor(158.4517, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.4367 (0.3876493474231263) | > loader_time: 0.0059 (0.004451813384833021)  --> TIME: 2024-06-11 22:31:44 -- STEP: 284/330 -- GLOBAL_STEP: 321925 | > loss_disc: 2.433124303817749 (2.3744522912401553) | > loss_disc_real_0: 0.16769276559352875 (0.11978255658292435) | > loss_disc_real_1: 0.17898507416248322 (0.19851155274770624) | > loss_disc_real_2: 0.2600184977054596 (0.21272803150432207) | > loss_disc_real_3: 0.2398422360420227 (0.23000484678736874) | > loss_disc_real_4: 0.2641123831272125 (0.23123004334703293) | > loss_disc_real_5: 0.24350300431251526 (0.22341527291376825) | > loss_0: 2.433124303817749 (2.3744522912401553) | > grad_norm_0: tensor(31.3992, device='cuda:0') (tensor(17.5199, device='cuda:0')) | > loss_gen: 2.5748913288116455 (2.4729865864968623) | > loss_kl: 2.1156208515167236 (1.9992570071153237) | > loss_feat: 7.4072980880737305 (6.948061412488911) | > loss_mel: 17.298734664916992 (17.25157309585893) | > loss_duration: 2.1499581336975098 (2.045183548205337) | > loss_1: 31.5465030670166 (30.717061674091177) | > grad_norm_1: tensor(535.3860, device='cuda:0') (tensor(187.2132, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.4496 (0.39290745997093096) | > loader_time: 0.0077 (0.004609628462455641)  --> TIME: 2024-06-11 22:31:56 -- STEP: 309/330 -- GLOBAL_STEP: 321950 | > loss_disc: 2.46157169342041 (2.379706247724762) | > loss_disc_real_0: 0.13415905833244324 (0.12097341350270706) | > loss_disc_real_1: 0.19053280353546143 (0.19910918089371282) | > loss_disc_real_2: 0.24659602344036102 (0.21337228613185266) | > loss_disc_real_3: 0.2629971206188202 (0.2303386257786581) | > loss_disc_real_4: 0.27488774061203003 (0.23164546962309032) | > loss_disc_real_5: 0.25671377778053284 (0.2233893864556038) | > loss_0: 2.46157169342041 (2.379706247724762) | > grad_norm_0: tensor(41.6773, device='cuda:0') (tensor(18.6771, device='cuda:0')) | > loss_gen: 2.539351463317871 (2.467118090410447) | > loss_kl: 2.099820137023926 (2.0026176160979037) | > loss_feat: 6.914766311645508 (6.950773820907937) | > loss_mel: 16.244060516357422 (17.218159382397292) | > loss_duration: 2.2439699172973633 (2.0571417550053046) | > loss_1: 30.041969299316406 (30.695810682179474) | > grad_norm_1: tensor(388.5203, device='cuda:0') (tensor(204.9167, device='cuda:0')) | > current_lr_0: 0.0001830596095115415 | > current_lr_1: 0.0001830596095115415 | > step_time: 0.4828 (0.3993791222186537) | > loader_time: 0.0079 (0.004788263715972404)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.359752893447876 (2.359752893447876) | > loss_disc_real_0: 0.14805683493614197 (0.14805683493614197) | > loss_disc_real_1: 0.20425215363502502 (0.20425215363502502) | > loss_disc_real_2: 0.22324112057685852 (0.22324112057685852) | > loss_disc_real_3: 0.282017320394516 (0.282017320394516) | > loss_disc_real_4: 0.26577383279800415 (0.26577383279800415) | > loss_disc_real_5: 0.256049245595932 (0.256049245595932) | > loss_0: 2.359752893447876 (2.359752893447876) | > loss_gen: 2.635199546813965 (2.635199546813965) | > loss_kl: 1.862391471862793 (1.862391471862793) | > loss_feat: 6.631608486175537 (6.631608486175537) | > loss_mel: 17.126869201660156 (17.126869201660156) | > loss_duration: 2.929697036743164 (2.929697036743164) | > loss_1: 31.185766220092773 (31.185766220092773)  --> STEP: 1 | > loss_disc: 2.2362353801727295 (2.2362353801727295) | > loss_disc_real_0: 0.16599342226982117 (0.16599342226982117) | > loss_disc_real_1: 0.19191476702690125 (0.19191476702690125) | > loss_disc_real_2: 0.15409526228904724 (0.15409526228904724) | > loss_disc_real_3: 0.20389744639396667 (0.20389744639396667) | > loss_disc_real_4: 0.24193209409713745 (0.24193209409713745) | > loss_disc_real_5: 0.2453022450208664 (0.2453022450208664) | > loss_0: 2.2362353801727295 (2.2362353801727295) | > loss_gen: 2.7748405933380127 (2.7748405933380127) | > loss_kl: 3.15364670753479 (3.15364670753479) | > loss_feat: 6.223400115966797 (6.223400115966797) | > loss_mel: 16.703149795532227 (16.703149795532227) | > loss_duration: 2.426919937133789 (2.426919937133789) | > loss_1: 31.281957626342773 (31.281957626342773)  --> STEP: 2 | > loss_disc: 2.43754506111145 (2.33689022064209) | > loss_disc_real_0: 0.12643446028232574 (0.14621394127607346) | > loss_disc_real_1: 0.27939531207084656 (0.2356550395488739) | > loss_disc_real_2: 0.34695836901664734 (0.2505268156528473) | > loss_disc_real_3: 0.26671528816223145 (0.23530636727809906) | > loss_disc_real_4: 0.20980070531368256 (0.22586639970541) | > loss_disc_real_5: 0.2480076104402542 (0.2466549277305603) | > loss_0: 2.43754506111145 (2.33689022064209) | > loss_gen: 2.612966299057007 (2.6939034461975098) | > loss_kl: 3.013632297515869 (3.0836395025253296) | > loss_feat: 5.317354202270508 (5.770377159118652) | > loss_mel: 16.921472549438477 (16.81231117248535) | > loss_duration: 2.4657299518585205 (2.446324944496155) | > loss_1: 30.33115577697754 (30.806556701660156)  --> STEP: 3 | > loss_disc: 2.543013095855713 (2.4055978457132974) | > loss_disc_real_0: 0.23828618228435516 (0.17690468827883402) | > loss_disc_real_1: 0.17040953040122986 (0.2139065364996592) | > loss_disc_real_2: 0.20412907004356384 (0.2350609004497528) | > loss_disc_real_3: 0.2993597090244293 (0.2566574811935425) | > loss_disc_real_4: 0.27593085169792175 (0.2425545503695806) | > loss_disc_real_5: 0.2564629316329956 (0.2499242623647054) | > loss_0: 2.543013095855713 (2.4055978457132974) | > loss_gen: 2.4964797496795654 (2.628095547358195) | > loss_kl: 4.134171962738037 (3.433816989262899) | > loss_feat: 5.839654922485352 (5.793469746907552) | > loss_mel: 16.503623962402344 (16.709415435791016) | > loss_duration: 2.374418020248413 (2.4223559697469077) | > loss_1: 31.34834861755371 (30.987154006958008)  --> STEP: 4 | > loss_disc: 2.346775770187378 (2.3908923268318176) | > loss_disc_real_0: 0.17909342050552368 (0.17745187133550644) | > loss_disc_real_1: 0.18613143265247345 (0.20696276053786278) | > loss_disc_real_2: 0.21966217458248138 (0.23121121898293495) | > loss_disc_real_3: 0.17568747699260712 (0.23641498014330864) | > loss_disc_real_4: 0.20234152674674988 (0.2325012944638729) | > loss_disc_real_5: 0.1807871013879776 (0.23263997212052345) | > loss_0: 2.346775770187378 (2.3908923268318176) | > loss_gen: 2.3258824348449707 (2.552542269229889) | > loss_kl: 3.227958917617798 (3.3823524713516235) | > loss_feat: 7.631551742553711 (6.252990245819092) | > loss_mel: 16.04678726196289 (16.543758392333984) | > loss_duration: 2.354905605316162 (2.405493378639221) | > loss_1: 31.587085723876953 (31.137136936187744)  --> STEP: 5 | > loss_disc: 2.2867095470428467 (2.3700557708740235) | > loss_disc_real_0: 0.1303781270980835 (0.16803712248802186) | > loss_disc_real_1: 0.18898636102676392 (0.203367480635643) | > loss_disc_real_2: 0.27682435512542725 (0.24033384621143342) | > loss_disc_real_3: 0.2550816237926483 (0.24014830887317656) | > loss_disc_real_4: 0.23227934539318085 (0.2324569046497345) | > loss_disc_real_5: 0.21612027287483215 (0.2293360322713852) | > loss_0: 2.2867095470428467 (2.3700557708740235) | > loss_gen: 2.5870630741119385 (2.559446430206299) | > loss_kl: 3.3010759353637695 (3.366097164154053) | > loss_feat: 5.312267780303955 (6.064845752716065) | > loss_mel: 19.41897964477539 (17.118802642822267) | > loss_duration: 2.342655897140503 (2.3929258823394775) | > loss_1: 32.96204376220703 (31.5021183013916)  --> STEP: 6 | > loss_disc: 2.32710862159729 (2.3628979126612344) | > loss_disc_real_0: 0.13211597502231598 (0.16205026457707086) | > loss_disc_real_1: 0.17167925834655762 (0.19808611025412878) | > loss_disc_real_2: 0.22450025379657745 (0.23769491414229074) | > loss_disc_real_3: 0.25381237268447876 (0.24242565284172693) | > loss_disc_real_4: 0.2244832068681717 (0.23112795501947403) | > loss_disc_real_5: 0.22771252691745758 (0.2290654480457306) | > loss_0: 2.32710862159729 (2.3628979126612344) | > loss_gen: 2.516181468963623 (2.5522356033325195) | > loss_kl: 3.202970504760742 (3.338909387588501) | > loss_feat: 6.562957286834717 (6.14786434173584) | > loss_mel: 18.791645050048828 (17.39760971069336) | > loss_duration: 2.226722240447998 (2.3652252753575644) | > loss_1: 33.30047607421875 (31.801844596862793)  --> STEP: 7 | > loss_disc: 2.277514934539795 (2.3507003443581715) | > loss_disc_real_0: 0.09704069793224335 (0.1527631836278098) | > loss_disc_real_1: 0.2283269166946411 (0.20240622545991624) | > loss_disc_real_2: 0.32597577571868896 (0.2503064657960619) | > loss_disc_real_3: 0.2808133661746979 (0.24790961188929422) | > loss_disc_real_4: 0.24475714564323425 (0.23307498225143977) | > loss_disc_real_5: 0.30286985635757446 (0.23960893494742258) | > loss_0: 2.277514934539795 (2.3507003443581715) | > loss_gen: 2.9480113983154297 (2.6087750026157925) | > loss_kl: 3.9965248107910156 (3.4328544480460033) | > loss_feat: 6.747687816619873 (6.233553409576416) | > loss_mel: 17.639429092407227 (17.43215533665248) | > loss_duration: 2.4966702461242676 (2.384003128324236) | > loss_1: 33.82832336425781 (32.09134156363351)  --> STEP: 8 | > loss_disc: 2.3620407581329346 (2.352117896080017) | > loss_disc_real_0: 0.15297818183898926 (0.15279005840420723) | > loss_disc_real_1: 0.20545919239521027 (0.202787846326828) | > loss_disc_real_2: 0.15585286915302277 (0.23849976621568203) | > loss_disc_real_3: 0.23782268166542053 (0.24664874561131) | > loss_disc_real_4: 0.2112431526184082 (0.23034600354731083) | > loss_disc_real_5: 0.23553584516048431 (0.2390997987240553) | > loss_0: 2.3620407581329346 (2.352117896080017) | > loss_gen: 2.4765710830688477 (2.5922495126724243) | > loss_kl: 2.982656478881836 (3.376579701900482) | > loss_feat: 10.61397933959961 (6.781106650829315) | > loss_mel: 16.833406448364258 (17.357311725616455) | > loss_duration: 2.272475242614746 (2.37006214261055) | > loss_1: 35.1790885925293 (32.47730994224548)  --> STEP: 9 | > loss_disc: 2.301926851272583 (2.3465411133236356) | > loss_disc_real_0: 0.16057968139648438 (0.1536555720700158) | > loss_disc_real_1: 0.18388642370700836 (0.20068768825795916) | > loss_disc_real_2: 0.2542720139026642 (0.24025223818090227) | > loss_disc_real_3: 0.19343867897987366 (0.24073651598559487) | > loss_disc_real_4: 0.1981467604637146 (0.22676830987135568) | > loss_disc_real_5: 0.2338493913412094 (0.2385164201259613) | > loss_0: 2.301926851272583 (2.3465411133236356) | > loss_gen: 2.6247503757476807 (2.595860719680786) | > loss_kl: 2.666822910308838 (3.2977178361680775) | > loss_feat: 8.062582015991211 (6.92349280251397) | > loss_mel: 19.052051544189453 (17.545616149902344) | > loss_duration: 2.150547981262207 (2.345671680238512) | > loss_1: 34.55675506591797 (32.70835940043131)  --> STEP: 10 | > loss_disc: 2.6215391159057617 (2.3740409135818483) | > loss_disc_real_0: 0.1081385686993599 (0.1491038717329502) | > loss_disc_real_1: 0.23586446046829224 (0.20420536547899246) | > loss_disc_real_2: 0.31412768363952637 (0.24763978272676468) | > loss_disc_real_3: 0.288687139749527 (0.24553157836198808) | > loss_disc_real_4: 0.26674166321754456 (0.2307656452059746) | > loss_disc_real_5: 0.34557709097862244 (0.24922248721122742) | > loss_0: 2.6215391159057617 (2.3740409135818483) | > loss_gen: 2.4986801147460938 (2.586142659187317) | > loss_kl: 2.562735080718994 (3.224219560623169) | > loss_feat: 6.032892227172852 (6.834432744979859) | > loss_mel: 18.2567138671875 (17.61672592163086) | > loss_duration: 2.3688647747039795 (2.3479909896850586) | > loss_1: 31.719884872436523 (32.60951194763184)  --> STEP: 11 | > loss_disc: 2.445364475250244 (2.3805248737335205) | > loss_disc_real_0: 0.14477655291557312 (0.14871047911318866) | > loss_disc_real_1: 0.20305058360099792 (0.20410038530826569) | > loss_disc_real_2: 0.25205686688423157 (0.24804133583198895) | > loss_disc_real_3: 0.23294560611248016 (0.24438739906657825) | > loss_disc_real_4: 0.3000180721282959 (0.23706132038073105) | > loss_disc_real_5: 0.34028616547584534 (0.25750100341710175) | > loss_0: 2.445364475250244 (2.3805248737335205) | > loss_gen: 2.6279380321502686 (2.5899422385475854) | > loss_kl: 3.6158885955810547 (3.259825836528431) | > loss_feat: 6.837002277374268 (6.8346663388338955) | > loss_mel: 18.627809524536133 (17.708642612804066) | > loss_duration: 2.5393714904785156 (2.3653892170299184) | > loss_1: 34.248008728027344 (32.75846620039506)  --> STEP: 12 | > loss_disc: 2.3176095485687256 (2.3752819299697876) | > loss_disc_real_0: 0.134263813495636 (0.14750659031172594) | > loss_disc_real_1: 0.22531794011592865 (0.20586851487557092) | > loss_disc_real_2: 0.25437623262405396 (0.24856924389799437) | > loss_disc_real_3: 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2.3505187034606934 (2.373377066392165) | > loss_gen: 2.395883798599243 (2.585790377396804) | > loss_kl: 3.6264514923095703 (3.2573042466090274) | > loss_feat: 6.480912685394287 (6.915057805868296) | > loss_mel: 14.739615440368652 (17.491638550391563) | > loss_duration: 2.2888145446777344 (2.3532007107367883) | > loss_1: 29.531679153442383 (32.60299169100248)  --> STEP: 14 | > loss_disc: 2.2957801818847656 (2.3678344317844937) | > loss_disc_real_0: 0.15362010896205902 (0.1494111264390605) | > loss_disc_real_1: 0.20037208497524261 (0.20742385728018625) | > loss_disc_real_2: 0.24032743275165558 (0.2502287285668509) | > loss_disc_real_3: 0.18748663365840912 (0.24170145285981043) | > loss_disc_real_4: 0.2363862693309784 (0.22772142184632166) | > loss_disc_real_5: 0.21570979058742523 (0.2470633206622941) | > loss_0: 2.2957801818847656 (2.3678344317844937) | > loss_gen: 2.482330322265625 (2.5784003734588623) | > loss_kl: 4.302844524383545 (3.331985695021493) | > loss_feat: 8.050691604614258 (6.996174505778721) | > loss_mel: 19.13426399230957 (17.60896893909999) | > loss_duration: 2.4312024116516113 (2.358772260802133) | > loss_1: 36.40133285522461 (32.874301774161204)  --> STEP: 15 | > loss_disc: 2.3616387844085693 (2.3674213886260986) | > loss_disc_real_0: 0.20172914862632751 (0.1528989945848783) | > loss_disc_real_1: 0.21985892951488495 (0.20825286209583282) | > loss_disc_real_2: 0.26405563950538635 (0.25115052262941995) | > loss_disc_real_3: 0.2560347616672516 (0.2426570067803065) | > loss_disc_real_4: 0.2081051468849182 (0.22641367018222808) | > loss_disc_real_5: 0.25738775730133057 (0.24775161643822988) | > loss_0: 2.3616387844085693 (2.3674213886260986) | > loss_gen: 2.725081205368042 (2.588179095586141) | > loss_kl: 3.2928740978240967 (3.3293782552083333) | > loss_feat: 6.214555740356445 (6.944066588083903) | > loss_mel: 17.687557220458984 (17.61420815785726) | > loss_duration: 2.389047622680664 (2.3607906182607015) | > loss_1: 32.30911636352539 (32.83662274678548)  --> STEP: 16 | > loss_disc: 2.847395420074463 (2.3974197655916214) | > loss_disc_real_0: 0.2558561861515045 (0.15933381905779243) | > loss_disc_real_1: 0.22473561763763428 (0.20928303431719542) | > loss_disc_real_2: 0.26201051473617554 (0.2518292721360922) | > loss_disc_real_3: 0.2690272033214569 (0.2443051440641284) | > loss_disc_real_4: 0.2275521457195282 (0.22648482490330935) | > loss_disc_real_5: 0.2993188798427582 (0.2509745704010129) | > loss_0: 2.847395420074463 (2.3974197655916214) | > loss_gen: 2.087712526321411 (2.5568999350070953) | > loss_kl: 3.053685426712036 (3.3121474534273148) | > loss_feat: 5.244030952453613 (6.83781436085701) | > loss_mel: 13.780386924743652 (17.37459433078766) | > loss_duration: 2.4021553993225098 (2.3633759170770645) | > loss_1: 26.567970275878906 (32.44483196735382)  --> STEP: 17 | > loss_disc: 2.6539058685302734 (2.412507183411542) | > loss_disc_real_0: 0.17130586504936218 (0.16003805705729654) | > loss_disc_real_1: 0.21888494491577148 (0.2098478525876999) | > loss_disc_real_2: 0.2972252070903778 (0.2544996212510502) | > loss_disc_real_3: 0.28539857268333435 (0.2467224045711405) | > loss_disc_real_4: 0.26798927783966064 (0.22892626331133) | > loss_disc_real_5: 0.3064912259578705 (0.2542402560220045) | > loss_0: 2.6539058685302734 (2.412507183411542) | > loss_gen: 2.282332420349121 (2.5407489047330967) | > loss_kl: 2.6622743606567383 (3.2739196244408104) | > loss_feat: 5.107813358306885 (6.73604959600112) | > loss_mel: 16.840484619140625 (17.34317611245548) | > loss_duration: 2.4319443702697754 (2.367409355500165) | > loss_1: 29.32485008239746 (32.26130362117992)  --> STEP: 18 | > loss_disc: 2.517824649810791 (2.418358153767056) | > loss_disc_real_0: 0.15428410470485687 (0.15971839303771654) | > loss_disc_real_1: 0.2101912498474121 (0.20986693021323946) | > loss_disc_real_2: 0.22792203724384308 (0.25302308880620533) | > loss_disc_real_3: 0.2152152806520462 (0.2449720087978575) | > loss_disc_real_4: 0.23033104836940765 (0.22900430692566764) | > loss_disc_real_5: 0.30986925959587097 (0.2573307562205527) | > loss_0: 2.517824649810791 (2.418358153767056) | > loss_gen: 2.389735221862793 (2.5323592556847467) | > loss_kl: 2.4204187393188477 (3.2265029086007013) | > loss_feat: 7.9736127853393555 (6.804803106519911) | > loss_mel: 19.092321395874023 (17.440350850423176) | > loss_duration: 2.2635669708251953 (2.3616403341293335) | > loss_1: 34.13965606689453 (32.36565653483073)  --> STEP: 19 | > loss_disc: 2.6639623641967773 (2.431284691158094) | > loss_disc_real_0: 0.33397817611694336 (0.16888996056820216) | > loss_disc_real_1: 0.24197983741760254 (0.2115570832239954) | > loss_disc_real_2: 0.3129388988018036 (0.2561765524901842) | > loss_disc_real_3: 0.306338906288147 (0.24820184550787272) | > loss_disc_real_4: 0.28581833839416504 (0.23199451910822014) | > loss_disc_real_5: 0.2542538046836853 (0.2571688114028228) | > loss_0: 2.6639623641967773 (2.431284691158094) | > loss_gen: 2.7117762565612793 (2.54180225573088) | > loss_kl: 2.088304281234741 (3.1665977176867033) | > loss_feat: 6.805171966552734 (6.804822520205849) | > loss_mel: 17.428157806396484 (17.439709111263877) | > loss_duration: 2.3687877655029297 (2.362016514727944) | > loss_1: 31.402198791503906 (32.31494823255037)  --> STEP: 20 | > loss_disc: 2.5899932384490967 (2.439220118522644) | > loss_disc_real_0: 0.17846566438674927 (0.16936874575912952) | > loss_disc_real_1: 0.17761841416358948 (0.2098601497709751) | > loss_disc_real_2: 0.28801071643829346 (0.2577682606875896) | > loss_disc_real_3: 0.24033483862876892 (0.24780849516391754) | > loss_disc_real_4: 0.3363450765609741 (0.23721204698085785) | > loss_disc_real_5: 0.3165590465068817 (0.26013832315802576) | > loss_0: 2.5899932384490967 (2.439220118522644) | > loss_gen: 2.629032850265503 (2.5461637854576114) | > loss_kl: 2.3234236240386963 (3.124439013004303) | > loss_feat: 7.2804436683654785 (6.828603577613831) | > loss_mel: 17.35749626159668 (17.43559846878052) | > loss_duration: 2.3432140350341797 (2.3610763907432557) | > loss_1: 31.933610916137695 (32.29588136672974)  --> STEP: 21 | > loss_disc: 2.4864583015441895 (2.4414695558093844) | > loss_disc_real_0: 0.29824066162109375 (0.1755055036573183) | > loss_disc_real_1: 0.2348174899816513 (0.21104859454291208) | > loss_disc_real_2: 0.25017818808555603 (0.2574068286589214) | > loss_disc_real_3: 0.2829761207103729 (0.24948314399946303) | > loss_disc_real_4: 0.25505971908569336 (0.23806193612870716) | > loss_disc_real_5: 0.22377252578735352 (0.25840661852132707) | > loss_0: 2.4864583015441895 (2.4414695558093844) | > loss_gen: 2.7805018424987793 (2.55732274055481) | > loss_kl: 2.3656184673309326 (3.088304701305571) | > loss_feat: 5.015563488006592 (6.742268335251581) | > loss_mel: 13.996344566345215 (17.271824473426456) | > loss_duration: 2.1412549018859863 (2.3506087007976713) | > loss_1: 26.29928207397461 (32.01032901945568)  --> STEP: 22 | > loss_disc: 2.4441027641296387 (2.4415892470966685) | > loss_disc_real_0: 0.10221239924430847 (0.17217399891127239) | > loss_disc_real_1: 0.20483078062534332 (0.21076596663756805) | > loss_disc_real_2: 0.19955755770206451 (0.2547773163427006) | > loss_disc_real_3: 0.17131169140338898 (0.24592989615418695) | > loss_disc_real_4: 0.17188386619091034 (0.2350538420406255) | > loss_disc_real_5: 0.1965031623840332 (0.255592825060541) | > loss_0: 2.4441027641296387 (2.4415892470966685) | > loss_gen: 2.218932628631592 (2.5419413718310273) | > loss_kl: 2.4178593158721924 (3.057829911058599) | > loss_feat: 6.615471839904785 (6.736504858190363) | > loss_mel: 18.574342727661133 (17.33102984861894) | > loss_duration: 2.212574005126953 (2.3443343964490024) | > loss_1: 32.039180755615234 (32.01164046200839)  --> STEP: 23 | > loss_disc: 2.510551691055298 (2.4445876142253047) | > loss_disc_real_0: 0.23613661527633667 (0.17495498223149258) | > loss_disc_real_1: 0.18225768208503723 (0.2095264760048493) | > loss_disc_real_2: 0.2315676212310791 (0.25376819916393445) | > loss_disc_real_3: 0.221711665391922 (0.24487692959930585) | > loss_disc_real_4: 0.2312004715204239 (0.23488630419192108) | > loss_disc_real_5: 0.2827276289463043 (0.2567725991425307) | > loss_0: 2.510551691055298 (2.4445876142253047) | > loss_gen: 2.357379674911499 (2.5339169502258305) | > loss_kl: 2.6163456439971924 (3.0386349429254946) | > loss_feat: 5.284502983093262 (6.673374341881794) | > loss_mel: 18.13672637939453 (17.366060132565707) | > loss_duration: 2.2964181900024414 (2.3422510831252388) | > loss_1: 30.69137191772461 (31.954237481822137)  --> STEP: 24 | > loss_disc: 2.5073275566101074 (2.4472017784913382) | > loss_disc_real_0: 0.10284756124019623 (0.17195050635685524) | > loss_disc_real_1: 0.21844059228897095 (0.20989789751668772) | > loss_disc_real_2: 0.33929353952407837 (0.2573317550122738) | > loss_disc_real_3: 0.32348787784576416 (0.24815238577624163) | > loss_disc_real_4: 0.26791566610336304 (0.23626252760489783) | > loss_disc_real_5: 0.3455018997192383 (0.26046965333322686) | > loss_0: 2.5073275566101074 (2.4472017784913382) | > loss_gen: 2.7123141288757324 (2.5413501660029096) | > loss_kl: 2.0707483291625977 (2.9983063340187073) | > loss_feat: 6.255400657653809 (6.655958771705627) | > loss_mel: 17.431188583374023 (17.368773818016052) | > loss_duration: 2.406458616256714 (2.344926397005717) | > loss_1: 30.876110076904297 (31.90931550661723)  --> STEP: 25 | > loss_disc: 2.479970693588257 (2.448512535095215) | > loss_disc_real_0: 0.16655325889587402 (0.17173461645841598) | > loss_disc_real_1: 0.20113037526607513 (0.2095471966266632) | > loss_disc_real_2: 0.24204689264297485 (0.25672036051750186) | > loss_disc_real_3: 0.23412178456783295 (0.24759116172790527) | > loss_disc_real_4: 0.2179112434387207 (0.23552847623825074) | > loss_disc_real_5: 0.27703553438186646 (0.2611322885751724) | > loss_0: 2.479970693588257 (2.448512535095215) | > loss_gen: 2.2958641052246094 (2.5315307235717777) | > loss_kl: 2.7264459133148193 (2.987431917190552) | > loss_feat: 5.12837553024292 (6.594855442047119) | > loss_mel: 14.96303939819336 (17.272544441223143) | > loss_duration: 2.3726606369018555 (2.3460357666015623) | > loss_1: 27.486385345458984 (31.7323983001709)  --> STEP: 26 | > loss_disc: 2.3477542400360107 (2.4446372160544763) | > loss_disc_real_0: 0.1401432752609253 (0.1705195648738971) | > loss_disc_real_1: 0.16239742934703827 (0.2077337440389853) | > loss_disc_real_2: 0.22091974318027496 (0.25534341369683927) | > loss_disc_real_3: 0.11055143177509308 (0.24232040288356635) | > loss_disc_real_4: 0.09899309277534485 (0.23027711533583128) | > loss_disc_real_5: 0.15478435158729553 (0.2570419833064079) | > loss_0: 2.3477542400360107 (2.4446372160544763) | > loss_gen: 1.8680109977722168 (2.506010734117948) | > loss_kl: 2.682446002960205 (2.975701689720154) | > loss_feat: 9.507759094238281 (6.706890197900625) | > loss_mel: 18.876277923583984 (17.334226498237022) | > loss_duration: 2.299367904663086 (2.3442408488346977) | > loss_1: 35.233863830566406 (31.867070051339958) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023421232516948995 (-1.6505901630107806e-05) | > avg_loss_disc: 2.4446372160544763 (-0.0016971459755525942) | > avg_loss_disc_real_0: 0.1705195648738971 (+0.0250047686008307) | > avg_loss_disc_real_1: 0.2077337440389853 (+0.029372105231651874) | > avg_loss_disc_real_2: 0.25534341369683927 (+0.01649759136713469) | > avg_loss_disc_real_3: 0.24232040288356635 (-0.020628065443955873) | > avg_loss_disc_real_4: 0.23027711533583128 (-0.025907432230619254) | > avg_loss_disc_real_5: 0.2570419833064079 (+0.01609466969966883) | > avg_loss_0: 2.4446372160544763 (-0.0016971459755525942) | > avg_loss_gen: 2.506010734117948 (+0.09891720001514148) | > avg_loss_kl: 2.975701689720154 (+0.048338977190164556) | > avg_loss_feat: 6.706890197900625 (+0.13708943587083056) | > avg_loss_mel: 17.334226498237022 (+0.2330117959242557) | > avg_loss_duration: 2.3442408488346977 (+0.016882162827712044) | > avg_loss_1: 31.867070051339958 (+0.5342398423414991)  > EPOCH: 709/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:32:28)   --> TIME: 2024-06-11 22:32:30 -- STEP: 4/330 -- GLOBAL_STEP: 321975 | > loss_disc: 2.284634828567505 (2.264869272708893) | > loss_disc_real_0: 0.07026618719100952 (0.10143807157874107) | > loss_disc_real_1: 0.18688097596168518 (0.18279360979795456) | > loss_disc_real_2: 0.18363620340824127 (0.21417702361941338) | > loss_disc_real_3: 0.2126297503709793 (0.23898181691765785) | > loss_disc_real_4: 0.23008649051189423 (0.23099474981427193) | > loss_disc_real_5: 0.23910078406333923 (0.22602301090955734) | > loss_0: 2.284634828567505 (2.264869272708893) | > grad_norm_0: tensor(4.2312, device='cuda:0') (tensor(5.1378, device='cuda:0')) | > loss_gen: 2.3862874507904053 (2.508962571620941) | > loss_kl: 1.852533221244812 (1.9001317918300629) | > loss_feat: 6.964690208435059 (6.989873886108398) | > loss_mel: 17.896961212158203 (18.2923321723938) | > loss_duration: 2.166748523712158 (2.1949846744537354) | > loss_1: 31.26721954345703 (31.88628339767456) | > grad_norm_1: tensor(79.9277, device='cuda:0') (tensor(49.9299, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.358 (0.38953495025634766) | > loader_time: 0.0031 (0.0030570030212402344)  --> TIME: 2024-06-11 22:32:39 -- STEP: 29/330 -- GLOBAL_STEP: 322000 | > loss_disc: 2.403984308242798 (2.3534485225019783) | > loss_disc_real_0: 0.1513705849647522 (0.10842100659321094) | > loss_disc_real_1: 0.2073923796415329 (0.19928571170773998) | > loss_disc_real_2: 0.18662019073963165 (0.2130216473135455) | > loss_disc_real_3: 0.2213723063468933 (0.23198994634480313) | > loss_disc_real_4: 0.2378474324941635 (0.23676462420101824) | > loss_disc_real_5: 0.20012912154197693 (0.2210521548986435) | > loss_0: 2.403984308242798 (2.3534485225019783) | > grad_norm_0: tensor(9.5447, device='cuda:0') (tensor(7.2158, device='cuda:0')) | > loss_gen: 2.4026246070861816 (2.4903775165820945) | > loss_kl: 1.818339228630066 (1.8685028676328987) | > loss_feat: 6.8752360343933105 (6.969294811117238) | > loss_mel: 17.807144165039062 (17.736389225926892) | > loss_duration: 1.993631362915039 (2.033128343779465) | > loss_1: 30.896974563598633 (31.097692555394666) | > grad_norm_1: tensor(65.6392, device='cuda:0') (tensor(68.3307, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.357 (0.3576723707133326) | > loader_time: 0.0036 (0.0032184535059435614) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_322000.pth  --> TIME: 2024-06-11 22:32:54 -- STEP: 54/330 -- GLOBAL_STEP: 322025 | > loss_disc: 2.323270320892334 (2.351579697043807) | > loss_disc_real_0: 0.08326102793216705 (0.1077359820957537) | > loss_disc_real_1: 0.2165142148733139 (0.1979153197672632) | > loss_disc_real_2: 0.2207370549440384 (0.20955901951701553) | > loss_disc_real_3: 0.22259224951267242 (0.2319316171385624) | > loss_disc_real_4: 0.23252004384994507 (0.2328398315994828) | > loss_disc_real_5: 0.21113266050815582 (0.2199402219719357) | > loss_0: 2.323270320892334 (2.351579697043807) | > grad_norm_0: tensor(8.0243, device='cuda:0') (tensor(8.2343, device='cuda:0')) | > loss_gen: 2.505523204803467 (2.47593969768948) | > loss_kl: 1.7740683555603027 (1.89252037913711) | > loss_feat: 7.533435821533203 (6.95025533216971) | > loss_mel: 17.966434478759766 (17.53248854036685) | > loss_duration: 1.967923879623413 (2.008644333592167) | > loss_1: 31.747386932373047 (30.859848163746022) | > grad_norm_1: tensor(72.5603, device='cuda:0') (tensor(81.7033, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.3556 (0.366054927861249) | > loader_time: 0.0036 (0.0034392895521941007)  --> TIME: 2024-06-11 22:33:03 -- STEP: 79/330 -- GLOBAL_STEP: 322050 | > loss_disc: 2.3269050121307373 (2.3544673165188565) | > loss_disc_real_0: 0.12106543779373169 (0.11026734170279925) | > loss_disc_real_1: 0.18481972813606262 (0.19738514381873454) | > loss_disc_real_2: 0.203124538064003 (0.21004748910288268) | > loss_disc_real_3: 0.25379759073257446 (0.2307798956768422) | > loss_disc_real_4: 0.24173913896083832 (0.23197726037683367) | > loss_disc_real_5: 0.2230711579322815 (0.21992280815221085) | > loss_0: 2.3269050121307373 (2.3544673165188565) | > grad_norm_0: tensor(10.2232, device='cuda:0') (tensor(8.1888, device='cuda:0')) | > loss_gen: 2.550625801086426 (2.4722245343123808) | > loss_kl: 1.9380676746368408 (1.9291724751267252) | > loss_feat: 7.477840423583984 (6.987849048421353) | > loss_mel: 16.69261360168457 (17.475041111813322) | > loss_duration: 1.9729154109954834 (1.9991201569762416) | > loss_1: 30.632061004638672 (30.86340723158438) | > grad_norm_1: tensor(129.3507, device='cuda:0') (tensor(80.0865, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.3772 (0.365076209925398) | > loader_time: 0.0038 (0.003507605081872095)  --> TIME: 2024-06-11 22:33:13 -- STEP: 104/330 -- GLOBAL_STEP: 322075 | > loss_disc: 2.304070234298706 (2.349806448588005) | > loss_disc_real_0: 0.12826478481292725 (0.1115926717622922) | > loss_disc_real_1: 0.15987662971019745 (0.1970820616071041) | > loss_disc_real_2: 0.21204499900341034 (0.20959107506160551) | > loss_disc_real_3: 0.21337296068668365 (0.2301093996144258) | > loss_disc_real_4: 0.22420255839824677 (0.23110228590667248) | > loss_disc_real_5: 0.24987837672233582 (0.22006586896112332) | > loss_0: 2.304070234298706 (2.349806448588005) | > grad_norm_0: tensor(12.8742, device='cuda:0') (tensor(8.7823, device='cuda:0')) | > loss_gen: 2.553149938583374 (2.4798250519312335) | > loss_kl: 1.9402657747268677 (1.937307474704889) | > loss_feat: 7.500951766967773 (7.010190629042112) | > loss_mel: 17.88518714904785 (17.465764907690193) | > loss_duration: 2.0277516841888428 (1.9999976364465863) | > loss_1: 31.907306671142578 (30.893085644795345) | > grad_norm_1: tensor(403.0471, device='cuda:0') (tensor(101.6143, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.3645 (0.36536698616467983) | > loader_time: 0.0038 (0.0035831905328310453)  --> TIME: 2024-06-11 22:33:23 -- STEP: 129/330 -- GLOBAL_STEP: 322100 | > loss_disc: 2.386030912399292 (2.3504604849704487) | > loss_disc_real_0: 0.11657978594303131 (0.11166823378135991) | > loss_disc_real_1: 0.19397541880607605 (0.1985504935647166) | > loss_disc_real_2: 0.19670051336288452 (0.20865617057149724) | > loss_disc_real_3: 0.21249374747276306 (0.23022555403931197) | > loss_disc_real_4: 0.23711010813713074 (0.231101009041764) | > loss_disc_real_5: 0.2439488023519516 (0.2199349365262098) | > loss_0: 2.386030912399292 (2.3504604849704487) | > grad_norm_0: tensor(12.1887, device='cuda:0') (tensor(9.8602, device='cuda:0')) | > loss_gen: 2.560537338256836 (2.4831642161968133) | > loss_kl: 2.067319631576538 (1.9407340907311255) | > loss_feat: 6.429250717163086 (7.00899487133174) | > loss_mel: 17.254838943481445 (17.451119001521622) | > loss_duration: 1.98299241065979 (2.0016366705413935) | > loss_1: 30.294939041137695 (30.885648801345233) | > grad_norm_1: tensor(244.9079, device='cuda:0') (tensor(122.4343, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.4 (0.3695995216221772) | > loader_time: 0.0042 (0.0037018716797348142)  --> TIME: 2024-06-11 22:33:33 -- STEP: 154/330 -- GLOBAL_STEP: 322125 | > loss_disc: 2.454005241394043 (2.3561833059632935) | > loss_disc_real_0: 0.08905541151762009 (0.11332223607928722) | > loss_disc_real_1: 0.19306890666484833 (0.1990432410271136) | > loss_disc_real_2: 0.2478039413690567 (0.20985138716248722) | > loss_disc_real_3: 0.21142524480819702 (0.22996452712006382) | > loss_disc_real_4: 0.2208726853132248 (0.2306502161474971) | > loss_disc_real_5: 0.22691766917705536 (0.22049433786373634) | > loss_0: 2.454005241394043 (2.3561833059632935) | > grad_norm_0: tensor(10.0865, device='cuda:0') (tensor(11.5472, device='cuda:0')) | > loss_gen: 2.429591178894043 (2.478861322650662) | > loss_kl: 1.782423973083496 (1.9505587088597285) | > loss_feat: 7.021015644073486 (6.99458796637399) | > loss_mel: 17.151981353759766 (17.452059733403193) | > loss_duration: 2.0071678161621094 (2.004806480624459) | > loss_1: 30.392181396484375 (30.880874163144593) | > grad_norm_1: tensor(281.7784, device='cuda:0') (tensor(143.7028, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.4027 (0.3745135564308662) | > loader_time: 0.005 (0.0038410394222705394)  --> TIME: 2024-06-11 22:33:43 -- STEP: 179/330 -- GLOBAL_STEP: 322150 | > loss_disc: 2.4483561515808105 (2.359123190022049) | > loss_disc_real_0: 0.1395988017320633 (0.11429290140474309) | > loss_disc_real_1: 0.22218698263168335 (0.1985104601809432) | > loss_disc_real_2: 0.1716383844614029 (0.21075262379046925) | > loss_disc_real_3: 0.22643116116523743 (0.22961052694467193) | > loss_disc_real_4: 0.23819446563720703 (0.23070475450774144) | > loss_disc_real_5: 0.21383187174797058 (0.22058514984293356) | > loss_0: 2.4483561515808105 (2.359123190022049) | > grad_norm_0: tensor(17.9956, device='cuda:0') (tensor(13.3199, device='cuda:0')) | > loss_gen: 2.4741554260253906 (2.479981936556001) | > loss_kl: 2.0817501544952393 (1.9571429797390987) | > loss_feat: 7.432769775390625 (6.980689962482987) | > loss_mel: 17.59900665283203 (17.407107742139083) | > loss_duration: 2.0569496154785156 (2.0111596684216124) | > loss_1: 31.644630432128906 (30.83608218145104) | > grad_norm_1: tensor(79.1147, device='cuda:0') (tensor(165.3671, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.3829 (0.37861532072781184) | > loader_time: 0.0046 (0.003949461036554261)  --> TIME: 2024-06-11 22:33:53 -- STEP: 204/330 -- GLOBAL_STEP: 322175 | > loss_disc: 2.3530023097991943 (2.3561900865797907) | > loss_disc_real_0: 0.1408262550830841 (0.11529035338511069) | > loss_disc_real_1: 0.1615733951330185 (0.1987277436636242) | > loss_disc_real_2: 0.18312545120716095 (0.2107513549865461) | > loss_disc_real_3: 0.20528021454811096 (0.22975134798416905) | > loss_disc_real_4: 0.19142481684684753 (0.23023242963587537) | > loss_disc_real_5: 0.1799800843000412 (0.2195950588028805) | > loss_0: 2.3530023097991943 (2.3561900865797907) | > grad_norm_0: tensor(14.3002, device='cuda:0') (tensor(16.2416, device='cuda:0')) | > loss_gen: 2.43153977394104 (2.493171654495539) | > loss_kl: 2.1543385982513428 (1.964868272636451) | > loss_feat: 7.40871524810791 (7.013961817703996) | > loss_mel: 18.131391525268555 (17.39563805449242) | > loss_duration: 2.013549327850342 (2.0184030147159797) | > loss_1: 32.13953399658203 (30.886042725806142) | > grad_norm_1: tensor(578.9623, device='cuda:0') (tensor(202.9384, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.3961 (0.38023348181855443) | > loader_time: 0.0048 (0.0040329881742888814)  --> TIME: 2024-06-11 22:34:03 -- STEP: 229/330 -- GLOBAL_STEP: 322200 | > loss_disc: 2.262624740600586 (2.3555912721625583) | > loss_disc_real_0: 0.07584299147129059 (0.11488527360506454) | > loss_disc_real_1: 0.20305991172790527 (0.19864145129528626) | > loss_disc_real_2: 0.2087142914533615 (0.21083419317761884) | > loss_disc_real_3: 0.22906653583049774 (0.22968860003104896) | > loss_disc_real_4: 0.23868554830551147 (0.23032056055475011) | > loss_disc_real_5: 0.198251411318779 (0.2199940481040155) | > loss_0: 2.262624740600586 (2.3555912721625583) | > grad_norm_0: tensor(43.7208, device='cuda:0') (tensor(19.3391, device='cuda:0')) | > loss_gen: 2.6534438133239746 (2.5042512396017025) | > loss_kl: 2.1210522651672363 (1.9682972550912716) | > loss_feat: 7.074095726013184 (7.029667423281608) | > loss_mel: 17.161012649536133 (17.360430280194013) | > loss_duration: 2.1291656494140625 (2.0267187153928656) | > loss_1: 31.138771057128906 (30.889364858902177) | > grad_norm_1: tensor(550.5429, device='cuda:0') (tensor(230.4959, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.4114 (0.3825557919048326) | > loader_time: 0.0054 (0.0041476347560965845)  --> TIME: 2024-06-11 22:34:14 -- STEP: 254/330 -- GLOBAL_STEP: 322225 | > loss_disc: 2.415815591812134 (2.3597572187739093) | > loss_disc_real_0: 0.1283511221408844 (0.11730557200535545) | > loss_disc_real_1: 0.1859852373600006 (0.19897055232853397) | > loss_disc_real_2: 0.18804708123207092 (0.21103934738345034) | > loss_disc_real_3: 0.20746831595897675 (0.22933103730828744) | > loss_disc_real_4: 0.24287189543247223 (0.23027369462129638) | > loss_disc_real_5: 0.21847479045391083 (0.2201649954938513) | > loss_0: 2.415815591812134 (2.3597572187739093) | > grad_norm_0: tensor(35.8890, device='cuda:0') (tensor(20.7327, device='cuda:0')) | > loss_gen: 2.4571969509124756 (2.5024876078282765) | > loss_kl: 2.0467135906219482 (1.974579962689107) | > loss_feat: 6.941278457641602 (7.03449393820575) | > loss_mel: 16.901329040527344 (17.31035709756566) | > loss_duration: 2.0667836666107178 (2.0342050565509338) | > loss_1: 30.413301467895508 (30.856123593848523) | > grad_norm_1: tensor(404.2857, device='cuda:0') (tensor(244.4797, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.438 (0.3861528616251908) | > loader_time: 0.0058 (0.004272287286172701)  --> TIME: 2024-06-11 22:34:25 -- STEP: 279/330 -- GLOBAL_STEP: 322250 | > loss_disc: 2.389721155166626 (2.361546052399502) | > loss_disc_real_0: 0.13996195793151855 (0.11834127991376812) | > loss_disc_real_1: 0.19877415895462036 (0.19891369257349273) | > loss_disc_real_2: 0.20081038773059845 (0.21112854533084402) | > loss_disc_real_3: 0.24237900972366333 (0.2296800521539531) | > loss_disc_real_4: 0.2746301293373108 (0.23127665079622714) | > loss_disc_real_5: 0.2446191906929016 (0.22047394498061107) | > loss_0: 2.389721155166626 (2.361546052399502) | > grad_norm_0: tensor(9.9159, device='cuda:0') (tensor(20.9964, device='cuda:0')) | > loss_gen: 2.4532809257507324 (2.4981733573380343) | > loss_kl: 1.9907768964767456 (1.9835462266826287) | > loss_feat: 6.83531379699707 (7.032687385449701) | > loss_mel: 16.823583602905273 (17.269631119184595) | > loss_duration: 2.124218463897705 (2.0436425414136643) | > loss_1: 30.2271728515625 (30.827680553586678) | > grad_norm_1: tensor(227.6452, device='cuda:0') (tensor(249.2263, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.468 (0.39148715490935954) | > loader_time: 0.0066 (0.004422210023394621)  --> TIME: 2024-06-11 22:34:38 -- STEP: 304/330 -- GLOBAL_STEP: 322275 | > loss_disc: 2.5727686882019043 (2.364828344238434) | > loss_disc_real_0: 0.13289082050323486 (0.11947476127380996) | > loss_disc_real_1: 0.2402743250131607 (0.19917124470597827) | > loss_disc_real_2: 0.2167372703552246 (0.21144473905626096) | > loss_disc_real_3: 0.2598861753940582 (0.22951183919059603) | > loss_disc_real_4: 0.2720218300819397 (0.23126838493504023) | > loss_disc_real_5: 0.2938036322593689 (0.2209032146554243) | > loss_0: 2.5727686882019043 (2.364828344238434) | > grad_norm_0: tensor(40.5997, device='cuda:0') (tensor(21.4035, device='cuda:0')) | > loss_gen: 2.358614444732666 (2.4919977533189877) | > loss_kl: 2.0565006732940674 (1.987134286839711) | > loss_feat: 7.77505350112915 (7.041062066429539) | > loss_mel: 16.812082290649414 (17.228252163058823) | > loss_duration: 2.197490692138672 (2.0543655706079367) | > loss_1: 31.19974136352539 (30.8028117230064) | > grad_norm_1: tensor(494.6689, device='cuda:0') (tensor(250.2288, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 0.4875 (0.3981711558605497) | > loader_time: 0.0071 (0.004600371185101958)  --> TIME: 2024-06-11 22:35:06 -- STEP: 329/330 -- GLOBAL_STEP: 322300 | > loss_disc: 2.7251968383789062 (2.3738540037787095) | > loss_disc_real_0: 0.21992897987365723 (0.1215605498560475) | > loss_disc_real_1: 0.24032583832740784 (0.2007230378030644) | > loss_disc_real_2: 0.21959492564201355 (0.2120460283158398) | > loss_disc_real_3: 0.24438947439193726 (0.2296818903333148) | > loss_disc_real_4: 0.338249146938324 (0.2317969368765057) | > loss_disc_real_5: 0.26226121187210083 (0.22132812168641647) | > loss_0: 2.7251968383789062 (2.3738540037787095) | > grad_norm_0: tensor(16.6714, device='cuda:0') (tensor(22.2681, device='cuda:0')) | > loss_gen: 2.1587462425231934 (2.489404381952026) | > loss_kl: 2.3511111736297607 (1.999285496839274) | > loss_feat: 8.749202728271484 (7.145753205366048) | > loss_mel: 16.85247802734375 (17.212186132158536) | > loss_duration: 2.2946972846984863 (2.0689460151463646) | > loss_1: 32.4062385559082 (30.915575131819242) | > grad_norm_1: tensor(48.9297, device='cuda:0') (tensor(261.8210, device='cuda:0')) | > current_lr_0: 0.00018303672706035257 | > current_lr_1: 0.00018303672706035257 | > step_time: 14.3843 (0.4529731338872013) | > loader_time: 0.0333 (0.005029351515610525)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.621823310852051 (2.621823310852051) | > loss_disc_real_0: 0.2127588987350464 (0.2127588987350464) | > loss_disc_real_1: 0.15110033750534058 (0.15110033750534058) | > loss_disc_real_2: 0.2957635521888733 (0.2957635521888733) | > loss_disc_real_3: 0.26283642649650574 (0.26283642649650574) | > loss_disc_real_4: 0.22775374352931976 (0.22775374352931976) | > loss_disc_real_5: 0.2291879653930664 (0.2291879653930664) | > loss_0: 2.621823310852051 (2.621823310852051) | > loss_gen: 2.0236430168151855 (2.0236430168151855) | > loss_kl: 2.3543057441711426 (2.3543057441711426) | > loss_feat: 4.174227714538574 (4.174227714538574) | > loss_mel: 13.324097633361816 (13.324097633361816) | > loss_duration: 3.1330881118774414 (3.1330881118774414) | > loss_1: 25.009361267089844 (25.009361267089844)  --> STEP: 1 | > loss_disc: 2.4634530544281006 (2.4634530544281006) | > loss_disc_real_0: 0.07948993146419525 (0.07948993146419525) | > loss_disc_real_1: 0.12347573041915894 (0.12347573041915894) | > loss_disc_real_2: 0.18192929029464722 (0.18192929029464722) | > loss_disc_real_3: 0.2535608410835266 (0.2535608410835266) | > loss_disc_real_4: 0.21700246632099152 (0.21700246632099152) | > loss_disc_real_5: 0.22956648468971252 (0.22956648468971252) | > loss_0: 2.4634530544281006 (2.4634530544281006) | > loss_gen: 2.1227200031280518 (2.1227200031280518) | > loss_kl: 2.9608840942382812 (2.9608840942382812) | > loss_feat: 7.336308002471924 (7.336308002471924) | > loss_mel: 18.42303466796875 (18.42303466796875) | > loss_duration: 2.4262137413024902 (2.4262137413024902) | > loss_1: 33.269161224365234 (33.269161224365234)  --> STEP: 2 | > loss_disc: 2.4607269763946533 (2.462090015411377) | > loss_disc_real_0: 0.09560386836528778 (0.08754689991474152) | > loss_disc_real_1: 0.16207392513751984 (0.14277482777833939) | > loss_disc_real_2: 0.1996190994977951 (0.19077419489622116) | > loss_disc_real_3: 0.297542542219162 (0.2755516916513443) | > loss_disc_real_4: 0.2451598346233368 (0.23108115047216415) | > loss_disc_real_5: 0.25795647501945496 (0.24376147985458374) | > loss_0: 2.4607269763946533 (2.462090015411377) | > loss_gen: 2.0590081214904785 (2.090864062309265) | > loss_kl: 2.58575177192688 (2.7733179330825806) | > loss_feat: 6.235488414764404 (6.785898208618164) | > loss_mel: 19.692899703979492 (19.05796718597412) | > loss_duration: 2.4564661979675293 (2.4413399696350098) | > loss_1: 33.02961349487305 (33.14938735961914)  --> STEP: 3 | > loss_disc: 2.383572816848755 (2.435917615890503) | > loss_disc_real_0: 0.08444160968065262 (0.08651180317004521) | > loss_disc_real_1: 0.11640069633722305 (0.1339834506313006) | > loss_disc_real_2: 0.2193458527326584 (0.20029808084170023) | > loss_disc_real_3: 0.2788129150867462 (0.2766387661298116) | > loss_disc_real_4: 0.23610815405845642 (0.23275681833426157) | > loss_disc_real_5: 0.3007250726222992 (0.2627493441104889) | > loss_0: 2.383572816848755 (2.435917615890503) | > loss_gen: 2.483900785446167 (2.221876303354899) | > loss_kl: 3.385685920715332 (2.977440595626831) | > loss_feat: 7.626803398132324 (7.066199938456218) | > loss_mel: 18.071590423583984 (18.729174931844074) | > loss_duration: 2.2986340522766113 (2.3937713305155435) | > loss_1: 33.866615295410156 (33.38846333821615)  --> STEP: 4 | > loss_disc: 2.344613552093506 (2.4130915999412537) | > loss_disc_real_0: 0.08461132645606995 (0.0860366839915514) | > loss_disc_real_1: 0.12004514038562775 (0.1304988730698824) | > loss_disc_real_2: 0.26069244742393494 (0.2153966724872589) | > loss_disc_real_3: 0.28264182806015015 (0.27813953161239624) | > loss_disc_real_4: 0.22672723233699799 (0.23124942183494568) | > loss_disc_real_5: 0.29096314311027527 (0.2698027938604355) | > loss_0: 2.344613552093506 (2.4130915999412537) | > loss_gen: 2.346820592880249 (2.2531123757362366) | > loss_kl: 3.769228219985962 (3.1753875017166138) | > loss_feat: 6.131657123565674 (6.8325642347335815) | > loss_mel: 17.80976676940918 (18.49932289123535) | > loss_duration: 2.3733787536621094 (2.388673186302185) | > loss_1: 32.430850982666016 (33.14906024932861)  --> STEP: 5 | > loss_disc: 2.627739667892456 (2.456021213531494) | > loss_disc_real_0: 0.19574862718582153 (0.10797907263040543) | > loss_disc_real_1: 0.20848587155342102 (0.14609627276659012) | > loss_disc_real_2: 0.27914243936538696 (0.2281458258628845) | > loss_disc_real_3: 0.2557324469089508 (0.27365811467170714) | > loss_disc_real_4: 0.28391391038894653 (0.24178231954574586) | > loss_disc_real_5: 0.27500876784324646 (0.27084398865699766) | > loss_0: 2.627739667892456 (2.456021213531494) | > loss_gen: 2.2628424167633057 (2.2550583839416505) | > loss_kl: 2.832564353942871 (3.106822872161865) | > loss_feat: 5.051908016204834 (6.476432991027832) | > loss_mel: 18.91837501525879 (18.58313331604004) | > loss_duration: 2.3758902549743652 (2.386116600036621) | > loss_1: 31.441579818725586 (32.807564163208006)  --> STEP: 6 | > loss_disc: 2.408815622329712 (2.4481536149978638) | > loss_disc_real_0: 0.08437681198120117 (0.10404536252220471) | > loss_disc_real_1: 0.17252777516841888 (0.1505015231668949) | > loss_disc_real_2: 0.32594695687294006 (0.24444601436456045) | > loss_disc_real_3: 0.327178418636322 (0.2825781653324763) | > loss_disc_real_4: 0.23086552321910858 (0.2399628534913063) | > loss_disc_real_5: 0.21735182404518127 (0.26192862788836163) | > loss_0: 2.408815622329712 (2.4481536149978638) | > loss_gen: 2.4186878204345703 (2.2823299566904702) | > loss_kl: 2.6622800827026367 (3.0327324072519937) | > loss_feat: 5.752805233001709 (6.355828364690145) | > loss_mel: 18.156097412109375 (18.51196066538493) | > loss_duration: 2.2065088748931885 (2.3561819791793823) | > loss_1: 31.196378707885742 (32.53903325398763)  --> STEP: 7 | > loss_disc: 2.390089511871338 (2.4398587431226457) | > loss_disc_real_0: 0.11197743564844131 (0.1051785158259528) | > loss_disc_real_1: 0.15852484107017517 (0.1516477114387921) | > loss_disc_real_2: 0.23841559886932373 (0.24358452643666947) | > loss_disc_real_3: 0.32407960295677185 (0.2885069421359471) | > loss_disc_real_4: 0.25223371386528015 (0.24171583354473114) | > loss_disc_real_5: 0.26092323660850525 (0.26178500056266785) | > loss_0: 2.390089511871338 (2.4398587431226457) | > loss_gen: 2.426832675933838 (2.302973202296666) | > loss_kl: 3.9895880222320557 (3.16942606653486) | > loss_feat: 5.141725540161133 (6.182385104043143) | > loss_mel: 17.827434539794922 (18.41417121887207) | > loss_duration: 2.540937900543213 (2.382575682231358) | > loss_1: 31.926517486572266 (32.451531001499724)  --> STEP: 8 | > loss_disc: 2.315009355545044 (2.4242525696754456) | > loss_disc_real_0: 0.09576041996479034 (0.1040012538433075) | > loss_disc_real_1: 0.12006057053804398 (0.14769931882619858) | > loss_disc_real_2: 0.1978059709072113 (0.2378622069954872) | > loss_disc_real_3: 0.2789565920829773 (0.28731314837932587) | > loss_disc_real_4: 0.20301787555217743 (0.23687858879566193) | > loss_disc_real_5: 0.22308924794197083 (0.2569480314850807) | > loss_0: 2.315009355545044 (2.4242525696754456) | > loss_gen: 2.2895848751068115 (2.301299661397934) | > loss_kl: 2.8504064083099365 (3.1295486092567444) | > loss_feat: 9.535804748535156 (6.601562559604645) | > loss_mel: 18.36777114868164 (18.408371210098267) | > loss_duration: 2.2822976112365723 (2.37004092335701) | > loss_1: 35.32586669921875 (32.8108229637146)  --> STEP: 9 | > loss_disc: 2.406463146209717 (2.4222759670681424) | > loss_disc_real_0: 0.21334980428218842 (0.11615109278096093) | > loss_disc_real_1: 0.13881924748420715 (0.14671264423264396) | > loss_disc_real_2: 0.24238237738609314 (0.238364448149999) | > loss_disc_real_3: 0.23571084439754486 (0.28157955904801685) | > loss_disc_real_4: 0.21927182376384735 (0.23492228156990475) | > loss_disc_real_5: 0.2541482746601105 (0.25663694739341736) | > loss_0: 2.406463146209717 (2.4222759670681424) | > loss_gen: 2.4873297214508057 (2.321969668070475) | > loss_kl: 2.0559134483337402 (3.010255813598633) | > loss_feat: 11.010528564453125 (7.091447671254476) | > loss_mel: 18.96428680419922 (18.470139609442818) | > loss_duration: 2.138636589050293 (2.3443293306562634) | > loss_1: 36.656700134277344 (33.23814264933268)  --> STEP: 10 | > loss_disc: 2.4514987468719482 (2.4251982450485228) | > loss_disc_real_0: 0.05667386204004288 (0.11020336970686913) | > loss_disc_real_1: 0.19222600758075714 (0.1512639805674553) | > loss_disc_real_2: 0.28529858589172363 (0.24305786192417145) | > loss_disc_real_3: 0.3068918287754059 (0.2841107860207558) | > loss_disc_real_4: 0.25841882824897766 (0.23727193623781204) | > loss_disc_real_5: 0.2567848861217499 (0.2566517412662506) | > loss_0: 2.4514987468719482 (2.4251982450485228) | > loss_gen: 2.293666124343872 (2.319139313697815) | > loss_kl: 3.1646320819854736 (3.025693440437317) | > loss_feat: 7.2337236404418945 (7.105675268173218) | > loss_mel: 19.013660430908203 (18.524491691589354) | > loss_duration: 2.344602584838867 (2.344356656074524) | > loss_1: 34.05028533935547 (33.31935691833496)  --> STEP: 11 | > loss_disc: 2.600719451904297 (2.441154718399048) | > loss_disc_real_0: 0.1674296259880066 (0.11540575664151799) | > loss_disc_real_1: 0.14451180398464203 (0.15065014633265408) | > loss_disc_real_2: 0.2918461859226227 (0.24749316410584885) | > loss_disc_real_3: 0.34262940287590027 (0.28943066028031433) | > loss_disc_real_4: 0.3000743091106415 (0.24298124286261472) | > loss_disc_real_5: 0.28205767273902893 (0.25896137140013953) | > loss_0: 2.600719451904297 (2.441154718399048) | > loss_gen: 2.387507438659668 (2.3253545977852563) | > loss_kl: 3.5540354251861572 (3.073724529959939) | > loss_feat: 6.130233287811279 (7.01699872450395) | > loss_mel: 15.818244934082031 (18.27846925908869) | > loss_duration: 2.5734713077545166 (2.365185260772705) | > loss_1: 30.46349334716797 (33.05973295731978)  --> STEP: 12 | > loss_disc: 2.4698643684387207 (2.4435471892356873) | > loss_disc_real_0: 0.15820187330245972 (0.11897209969659646) | > loss_disc_real_1: 0.18435336649417877 (0.15345874801278114) | > loss_disc_real_2: 0.31280407309532166 (0.2529357398549716) | > loss_disc_real_3: 0.3009757995605469 (0.2903927552203337) | > loss_disc_real_4: 0.19576607644557953 (0.23904664566119513) | > loss_disc_real_5: 0.21757732331752777 (0.25551270072658855) | > loss_0: 2.4698643684387207 (2.4435471892356873) | > loss_gen: 2.2811942100524902 (2.3216745654741926) | > loss_kl: 2.6924095153808594 (3.0419482787450156) | > loss_feat: 5.688236713409424 (6.90626855691274) | > loss_mel: 17.072200775146484 (18.17794688542684) | > loss_duration: 2.2960500717163086 (2.3594239950180054) | > loss_1: 30.03009033203125 (32.80726273854574)  --> STEP: 13 | > loss_disc: 2.3996615409851074 (2.4401713701394887) | > loss_disc_real_0: 0.15102143585681915 (0.12143743324738282) | > loss_disc_real_1: 0.16590695083141327 (0.15441630207575285) | > loss_disc_real_2: 0.272706538438797 (0.2544565705152658) | > loss_disc_real_3: 0.26473331451416016 (0.2884189520890896) | > loss_disc_real_4: 0.21285858750343323 (0.2370321796490596) | > loss_disc_real_5: 0.21799635887145996 (0.25262682827619404) | > loss_0: 2.3996615409851074 (2.4401713701394887) | > loss_gen: 2.3527705669403076 (2.324066565586971) | > loss_kl: 3.666996717453003 (3.090028927876399) | > loss_feat: 6.8239617347717285 (6.899937262901893) | > loss_mel: 17.220470428466797 (18.10429485027607) | > loss_duration: 2.2435197830200195 (2.3505082864027758) | > loss_1: 32.30772018432617 (32.76883638822115)  --> STEP: 14 | > loss_disc: 2.478395938873291 (2.4429016964776173) | > loss_disc_real_0: 0.1605169177055359 (0.12422882499439376) | > loss_disc_real_1: 0.1508534997701645 (0.15416181619678224) | > loss_disc_real_2: 0.2120579034090042 (0.25142809429339) | > loss_disc_real_3: 0.3555510938167572 (0.2932141050696373) | > loss_disc_real_4: 0.28443458676338196 (0.24041806587151118) | > loss_disc_real_5: 0.28304368257522583 (0.25479946072612486) | > loss_0: 2.478395938873291 (2.4429016964776173) | > loss_gen: 2.5239176750183105 (2.338341644832066) | > loss_kl: 3.814173460006714 (3.141753537314279) | > loss_feat: 5.774336814880371 (6.819537230900356) | > loss_mel: 18.521482467651367 (18.134093965802876) | > loss_duration: 2.4507808685302734 (2.357670613697597) | > loss_1: 33.084693908691406 (32.79139763968332)  --> STEP: 15 | > loss_disc: 2.530020236968994 (2.4487095991770427) | > loss_disc_real_0: 0.1257159262895584 (0.12432796508073807) | > loss_disc_real_1: 0.19499191641807556 (0.1568838228782018) | > loss_disc_real_2: 0.19754481315612793 (0.2478358755509059) | > loss_disc_real_3: 0.24179190397262573 (0.2897859583298365) | > loss_disc_real_4: 0.21124999225139618 (0.23847352763017018) | > loss_disc_real_5: 0.3086358606815338 (0.2583885540564855) | > loss_0: 2.530020236968994 (2.4487095991770427) | > loss_gen: 2.2215354442596436 (2.3305545647939048) | > loss_kl: 3.8615269660949707 (3.1897384325663247) | > loss_feat: 6.545156002044678 (6.801245148976644) | > loss_mel: 19.62460708618164 (18.233461507161458) | > loss_duration: 2.419058322906494 (2.3617631276448567) | > loss_1: 34.6718864440918 (32.91676355997722)  --> STEP: 16 | > loss_disc: 2.5642013549804688 (2.4559278339147568) | > loss_disc_real_0: 0.2078249305486679 (0.12954652542248368) | > loss_disc_real_1: 0.20015601813793182 (0.15958833508193493) | > loss_disc_real_2: 0.30338242650032043 (0.2513075349852443) | > loss_disc_real_3: 0.3066878616809845 (0.2908423272892833) | > loss_disc_real_4: 0.2500307857990265 (0.2391958562657237) | > loss_disc_real_5: 0.26042479276657104 (0.25851581897586584) | > loss_0: 2.5642013549804688 (2.4559278339147568) | > loss_gen: 2.488430976867676 (2.3404218405485153) | > loss_kl: 3.0173470973968506 (3.1789639741182327) | > loss_feat: 5.965362548828125 (6.7490024864673615) | > loss_mel: 14.622069358825684 (18.007749497890472) | > loss_duration: 2.353975772857666 (2.3612764179706573) | > loss_1: 28.44718360900879 (32.637414813041694)  --> STEP: 17 | > loss_disc: 2.528674840927124 (2.4602070696213665) | > loss_disc_real_0: 0.13978111743927002 (0.13014856024700053) | > loss_disc_real_1: 0.1696273237466812 (0.16017886382692) | > loss_disc_real_2: 0.2767750024795532 (0.2528056213084389) | > loss_disc_real_3: 0.31839683651924133 (0.29246318077339845) | > loss_disc_real_4: 0.25740230083465576 (0.24026682359330795) | > loss_disc_real_5: 0.3136286437511444 (0.2617577498449999) | > loss_0: 2.528674840927124 (2.4602070696213665) | > loss_gen: 2.458561658859253 (2.3473712416256176) | > loss_kl: 2.7600321769714355 (3.1543209272272446) | > loss_feat: 6.150811672210693 (6.713814791511087) | > loss_mel: 16.956993103027344 (17.945940298192642) | > loss_duration: 2.4978604316711426 (2.369310771717745) | > loss_1: 30.824256896972656 (32.530758465037636)  --> STEP: 18 | > loss_disc: 2.344464063644409 (2.453776902622647) | > loss_disc_real_0: 0.14767137169837952 (0.13112204977207714) | > loss_disc_real_1: 0.13964980840682983 (0.1590383607480261) | > loss_disc_real_2: 0.1723448485136032 (0.2483355783753925) | > loss_disc_real_3: 0.2143447995185852 (0.2881232707036866) | > loss_disc_real_4: 0.13685590028762817 (0.23452177229854795) | > loss_disc_real_5: 0.1517408788204193 (0.2556457014547454) | > loss_0: 2.344464063644409 (2.453776902622647) | > loss_gen: 1.9402612447738647 (2.324754019578298) | > loss_kl: 2.6782937049865723 (3.127874970436096) | > loss_feat: 9.260110855102539 (6.855275683932835) | > loss_mel: 15.48508071899414 (17.809225877126057) | > loss_duration: 2.2153851985931396 (2.3607593509886) | > loss_1: 31.579132080078125 (32.477890332539886)  --> STEP: 19 | > loss_disc: 2.5995240211486816 (2.4614478035977014) | > loss_disc_real_0: 0.12301582098007202 (0.1306954061514453) | > loss_disc_real_1: 0.19801147282123566 (0.16108957717293187) | > loss_disc_real_2: 0.26269370317459106 (0.2490912691542977) | > loss_disc_real_3: 0.2836933732032776 (0.28789011820366506) | > loss_disc_real_4: 0.20102936029434204 (0.2327590137720108) | > loss_disc_real_5: 0.23545941710472107 (0.2545832654363231) | > loss_0: 2.5995240211486816 (2.4614478035977014) | > loss_gen: 2.259307861328125 (2.321309484933552) | > loss_kl: 2.156294584274292 (3.0767391606381067) | > loss_feat: 9.80841064453125 (7.010703839753804) | > loss_mel: 17.85546875 (17.811659712540475) | > loss_duration: 2.3535261154174805 (2.3603786543795935) | > loss_1: 34.43301010131836 (32.580791373001915)  --> STEP: 20 | > loss_disc: 2.546597719192505 (2.4657052993774418) | > loss_disc_real_0: 0.19156262278556824 (0.13373876698315143) | > loss_disc_real_1: 0.15613113343715668 (0.1608416549861431) | > loss_disc_real_2: 0.23259878158569336 (0.24826664477586746) | > loss_disc_real_3: 0.25438281893730164 (0.2862147532403469) | > loss_disc_real_4: 0.2555098235607147 (0.233896554261446) | > loss_disc_real_5: 0.24105466902256012 (0.253906835615635) | > loss_0: 2.546597719192505 (2.4657052993774418) | > loss_gen: 2.2055470943450928 (2.315521365404129) | > loss_kl: 2.9219329357147217 (3.068998849391938) | > loss_feat: 6.211553573608398 (6.970746326446533) | > loss_mel: 17.148229598999023 (17.778488206863404) | > loss_duration: 2.288297414779663 (2.3567745923995966) | > loss_1: 30.77556037902832 (32.490529823303234)  --> STEP: 21 | > loss_disc: 2.4181437492370605 (2.4634404636564713) | > loss_disc_real_0: 0.16909131407737732 (0.135422221606686) | > loss_disc_real_1: 0.20093555748462677 (0.16275088843845187) | > loss_disc_real_2: 0.2873513698577881 (0.2501278221607208) | > loss_disc_real_3: 0.31868112087249756 (0.2877607707466398) | > loss_disc_real_4: 0.2041347771883011 (0.23247932678177244) | > loss_disc_real_5: 0.21734261512756348 (0.25216568225906016) | > loss_0: 2.4181437492370605 (2.4634404636564713) | > loss_gen: 2.671312093734741 (2.33246378103892) | > loss_kl: 2.14249587059021 (3.024879659925189) | > loss_feat: 6.9751386642456055 (6.9709554853893465) | > loss_mel: 16.33270263671875 (17.709641274951753) | > loss_duration: 2.154980182647705 (2.3471653347923636) | > loss_1: 30.276628494262695 (32.38510595049178)  --> STEP: 22 | > loss_disc: 2.3764255046844482 (2.459485238248652) | > loss_disc_real_0: 0.09358727186918259 (0.133520632982254) | > loss_disc_real_1: 0.17315775156021118 (0.1632239276712591) | > loss_disc_real_2: 0.3102806508541107 (0.252862041646784) | > loss_disc_real_3: 0.2634887397289276 (0.28665749660947104) | > loss_disc_real_4: 0.24247615039348602 (0.23293372785503214) | > loss_disc_real_5: 0.2793464958667755 (0.2534011737866836) | > loss_0: 2.3764255046844482 (2.459485238248652) | > loss_gen: 2.5626440048217773 (2.3429265184835955) | > loss_kl: 2.4631197452545166 (2.9993451183492494) | > loss_feat: 6.748871803283691 (6.960860772566362) | > loss_mel: 19.00157928466797 (17.768365729938854) | > loss_duration: 2.183807373046875 (2.3397399728948414) | > loss_1: 32.96002197265625 (32.4112384969538)  --> STEP: 23 | > loss_disc: 2.523240089416504 (2.4622571882994277) | > loss_disc_real_0: 0.14122828841209412 (0.1338557484357253) | > loss_disc_real_1: 0.15488147735595703 (0.162861212440159) | > loss_disc_real_2: 0.2511769235134125 (0.25278877564098523) | > loss_disc_real_3: 0.28710445761680603 (0.2866769296967465) | > loss_disc_real_4: 0.24174071848392487 (0.23331664049107095) | > loss_disc_real_5: 0.25920170545578003 (0.25365337081577477) | > loss_0: 2.523240089416504 (2.4622571882994277) | > loss_gen: 2.2033426761627197 (2.336857655773992) | > loss_kl: 2.8250033855438232 (2.991765043009883) | > loss_feat: 5.346068859100342 (6.890652428502622) | > loss_mel: 16.545066833496094 (17.715178821397863) | > loss_duration: 2.29240083694458 (2.337681749592656) | > loss_1: 29.211881637573242 (32.27213602480682)  --> STEP: 24 | > loss_disc: 2.5709288120269775 (2.466785172621409) | > loss_disc_real_0: 0.09403391182422638 (0.13219650524357954) | > loss_disc_real_1: 0.2076191008090973 (0.16472612445553142) | > loss_disc_real_2: 0.3293461501598358 (0.25597866624593735) | > loss_disc_real_3: 0.2855663001537323 (0.2866306534657876) | > loss_disc_real_4: 0.24834775924682617 (0.2339429371058941) | > loss_disc_real_5: 0.29126930236816406 (0.2552207012971243) | > loss_0: 2.5709288120269775 (2.466785172621409) | > loss_gen: 2.327782154083252 (2.336479509870211) | > loss_kl: 2.5988481044769287 (2.975393503904343) | > loss_feat: 6.3076958656311035 (6.866362571716309) | > loss_mel: 16.46544075012207 (17.66310640176137) | > loss_duration: 2.4337644577026367 (2.341685195763905) | > loss_1: 30.133529663085938 (32.183027426401786)  --> STEP: 25 | > loss_disc: 2.4722342491149902 (2.467003135681152) | > loss_disc_real_0: 0.1488209366798401 (0.13286148250102997) | > loss_disc_real_1: 0.14605779945850372 (0.16397939145565033) | > loss_disc_real_2: 0.2811996042728424 (0.25698750376701357) | > loss_disc_real_3: 0.2169409990310669 (0.28384306728839875) | > loss_disc_real_4: 0.2475484311580658 (0.23448715686798097) | > loss_disc_real_5: 0.2672697603702545 (0.2557026636600495) | > loss_0: 2.4722342491149902 (2.467003135681152) | > loss_gen: 2.1558001041412354 (2.3292523336410524) | > loss_kl: 2.9119324684143066 (2.972855062484742) | > loss_feat: 7.157834529876709 (6.878021450042724) | > loss_mel: 16.648460388183594 (17.622520561218263) | > loss_duration: 2.413524627685547 (2.344558773040771) | > loss_1: 31.287551879882812 (32.147208404541026)  --> STEP: 26 | > loss_disc: 2.449800491333008 (2.466341495513916) | > loss_disc_real_0: 0.06334877014160156 (0.13018791664105195) | > loss_disc_real_1: 0.15107744932174683 (0.16348316291203865) | > loss_disc_real_2: 0.24178995192050934 (0.25640298254214805) | > loss_disc_real_3: 0.2862261235713959 (0.28393472329928326) | > loss_disc_real_4: 0.32670319080352783 (0.23803392740396354) | > loss_disc_real_5: 0.34710538387298584 (0.2592181528990086) | > loss_0: 2.449800491333008 (2.466341495513916) | > loss_gen: 2.2906556129455566 (2.3277678443835335) | > loss_kl: 2.3395211696624756 (2.948496066606962) | > loss_feat: 10.48664379119873 (7.016814617010263) | > loss_mel: 17.537168502807617 (17.61923778974093) | > loss_duration: 2.294555425643921 (2.3426355673716617) | > loss_1: 34.94854736328125 (32.254952210646415) --> EVAL PERFORMANCE | > avg_loader_time: 0.0022824910970834582 (-5.963215461144127e-05) | > avg_loss_disc: 2.466341495513916 (+0.021704279459439757) | > avg_loss_disc_real_0: 0.13018791664105195 (-0.04033164823284516) | > avg_loss_disc_real_1: 0.16348316291203865 (-0.04425058112694666) | > avg_loss_disc_real_2: 0.25640298254214805 (+0.0010595688453087782) | > avg_loss_disc_real_3: 0.28393472329928326 (+0.041614320415716916) | > avg_loss_disc_real_4: 0.23803392740396354 (+0.007756812068132252) | > avg_loss_disc_real_5: 0.2592181528990086 (+0.002176169592600752) | > avg_loss_0: 2.466341495513916 (+0.021704279459439757) | > avg_loss_gen: 2.3277678443835335 (-0.1782428897344146) | > avg_loss_kl: 2.948496066606962 (-0.027205623113191635) | > avg_loss_feat: 7.016814617010263 (+0.3099244191096382) | > avg_loss_mel: 17.61923778974093 (+0.28501129150390625) | > avg_loss_duration: 2.3426355673716617 (-0.0016052814630360679) | > avg_loss_1: 32.254952210646415 (+0.3878821593064572)  > EPOCH: 710/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:35:12)   --> TIME: 2024-06-11 22:35:22 -- STEP: 24/330 -- GLOBAL_STEP: 322325 | > loss_disc: 2.3332600593566895 (2.3135512073834734) | > loss_disc_real_0: 0.1180475577712059 (0.10557994401703279) | > loss_disc_real_1: 0.21477220952510834 (0.20248516586919627) | > loss_disc_real_2: 0.17704519629478455 (0.20296803613503775) | > loss_disc_real_3: 0.2344112992286682 (0.22269622112313905) | > loss_disc_real_4: 0.23700594902038574 (0.22401723576088747) | > loss_disc_real_5: 0.2435884177684784 (0.2225209524234136) | > loss_0: 2.3332600593566895 (2.3135512073834734) | > grad_norm_0: tensor(7.7886, device='cuda:0') (tensor(8.6335, device='cuda:0')) | > loss_gen: 2.489333391189575 (2.483966112136841) | > loss_kl: 1.9358619451522827 (1.9003418684005737) | > loss_feat: 7.108366966247559 (6.96858423948288) | > loss_mel: 17.016948699951172 (17.505243698755894) | > loss_duration: 1.9678268432617188 (2.0397691478331885) | > loss_1: 30.51833724975586 (30.897904952367146) | > grad_norm_1: tensor(86.8175, device='cuda:0') (tensor(86.4666, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3572 (0.36574092507362366) | > loader_time: 0.003 (0.003199587265650431)  --> TIME: 2024-06-11 22:35:31 -- STEP: 49/330 -- GLOBAL_STEP: 322350 | > loss_disc: 2.433248996734619 (2.3383001502679313) | > loss_disc_real_0: 0.11092706024646759 (0.10832683453146293) | > loss_disc_real_1: 0.2122376412153244 (0.19926178364121183) | > loss_disc_real_2: 0.21576738357543945 (0.20659314095973969) | > loss_disc_real_3: 0.23466238379478455 (0.22655905904818555) | > loss_disc_real_4: 0.20966216921806335 (0.22789098656907372) | > loss_disc_real_5: 0.1990286260843277 (0.2213544866868428) | > loss_0: 2.433248996734619 (2.3383001502679313) | > grad_norm_0: tensor(6.3865, device='cuda:0') (tensor(7.6292, device='cuda:0')) | > loss_gen: 2.352055549621582 (2.4826627604815426) | > loss_kl: 2.103616952896118 (1.9258203263185463) | > loss_feat: 7.274906158447266 (6.987586585842833) | > loss_mel: 17.01374053955078 (17.45176120680205) | > loss_duration: 1.9314887523651123 (2.0035973519695047) | > loss_1: 30.67580795288086 (30.851428168160574) | > grad_norm_1: tensor(33.5755, device='cuda:0') (tensor(79.4522, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3661 (0.3678619229063696) | > loader_time: 0.0033 (0.0033741678510393414)  --> TIME: 2024-06-11 22:35:41 -- STEP: 74/330 -- GLOBAL_STEP: 322375 | > loss_disc: 2.317725419998169 (2.3393167547277502) | > loss_disc_real_0: 0.12392669916152954 (0.10979074149115665) | > loss_disc_real_1: 0.19906672835350037 (0.19696566502790194) | > loss_disc_real_2: 0.23081843554973602 (0.20734901404058612) | > loss_disc_real_3: 0.23418064415454865 (0.22694159178314982) | > loss_disc_real_4: 0.2311345487833023 (0.22872594925197395) | > loss_disc_real_5: 0.23181217908859253 (0.221687469732117) | > loss_0: 2.317725419998169 (2.3393167547277502) | > grad_norm_0: tensor(3.8683, device='cuda:0') (tensor(7.8865, device='cuda:0')) | > loss_gen: 2.7022504806518555 (2.4895621280412414) | > loss_kl: 2.0321831703186035 (1.953821622036599) | > loss_feat: 7.26851224899292 (7.035713021819656) | > loss_mel: 17.809282302856445 (17.467241287231438) | > loss_duration: 1.9153881072998047 (1.9928651806470514) | > loss_1: 31.727617263793945 (30.939203210779137) | > grad_norm_1: tensor(64.1496, device='cuda:0') (tensor(80.0259, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3629 (0.3675297337609368) | > loader_time: 0.0037 (0.003539861859502019)  --> TIME: 2024-06-11 22:35:50 -- STEP: 99/330 -- GLOBAL_STEP: 322400 | > loss_disc: 2.473863124847412 (2.3520868065381286) | > loss_disc_real_0: 0.15729287266731262 (0.11201619861101864) | > loss_disc_real_1: 0.2708529829978943 (0.1976030527642279) | > loss_disc_real_2: 0.2779536247253418 (0.20990515176696006) | > loss_disc_real_3: 0.2829495072364807 (0.22901064699346368) | > loss_disc_real_4: 0.240442156791687 (0.23067141075929007) | > loss_disc_real_5: 0.21132901310920715 (0.22172697430307214) | > loss_0: 2.473863124847412 (2.3520868065381286) | > grad_norm_0: tensor(5.3404, device='cuda:0') (tensor(7.7468, device='cuda:0')) | > loss_gen: 2.425081491470337 (2.484414122321389) | > loss_kl: 2.0430073738098145 (1.9624053589021317) | > loss_feat: 6.112401008605957 (6.981258334535541) | > loss_mel: 17.491579055786133 (17.432981741548783) | > loss_duration: 2.0087969303131104 (1.9930258820755316) | > loss_1: 30.08086585998535 (30.854085382789073) | > grad_norm_1: tensor(36.9524, device='cuda:0') (tensor(79.0212, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.357 (0.3694035717935274) | > loader_time: 0.0034 (0.0036254145882346415)  --> TIME: 2024-06-11 22:36:00 -- STEP: 124/330 -- GLOBAL_STEP: 322425 | > loss_disc: 2.4351747035980225 (2.353462797980155) | > loss_disc_real_0: 0.12556202709674835 (0.11302423867727479) | > loss_disc_real_1: 0.20729884505271912 (0.19689825549721718) | > loss_disc_real_2: 0.22740302979946136 (0.2093821911802215) | > loss_disc_real_3: 0.2338012009859085 (0.228450212387308) | > loss_disc_real_4: 0.24703927338123322 (0.2305235282307671) | > loss_disc_real_5: 0.23001736402511597 (0.22113466310885646) | > loss_0: 2.4351747035980225 (2.353462797980155) | > grad_norm_0: tensor(9.2234, device='cuda:0') (tensor(8.0365, device='cuda:0')) | > loss_gen: 2.495906114578247 (2.480750991452125) | > loss_kl: 2.1662168502807617 (1.96895363830751) | > loss_feat: 6.964455604553223 (6.988746850721298) | > loss_mel: 18.33815574645996 (17.443072611285785) | > loss_duration: 1.9965972900390625 (1.9965846750044056) | > loss_1: 31.961332321166992 (30.878108747543827) | > grad_norm_1: tensor(138.9768, device='cuda:0') (tensor(83.4412, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3731 (0.3701450497873368) | > loader_time: 0.004 (0.0037837470731427593)  --> TIME: 2024-06-11 22:36:09 -- STEP: 149/330 -- GLOBAL_STEP: 322450 | > loss_disc: 2.372898817062378 (2.366653341574957) | > loss_disc_real_0: 0.10708312690258026 (0.11508357064835978) | > loss_disc_real_1: 0.2521848976612091 (0.19800929275135065) | > loss_disc_real_2: 0.23635031282901764 (0.21132900040821745) | > loss_disc_real_3: 0.21146734058856964 (0.23011773954701903) | > loss_disc_real_4: 0.20285053551197052 (0.23093900364517367) | > loss_disc_real_5: 0.1841653436422348 (0.22174686103459174) | > loss_0: 2.372898817062378 (2.366653341574957) | > grad_norm_0: tensor(33.9407, device='cuda:0') (tensor(9.9755, device='cuda:0')) | > loss_gen: 2.506971836090088 (2.47266321374266) | > loss_kl: 2.0766942501068115 (1.9807908318986829) | > loss_feat: 6.581796646118164 (6.970277235811989) | > loss_mel: 17.475975036621094 (17.439141382307007) | > loss_duration: 2.03913950920105 (2.0011481382702825) | > loss_1: 30.68057632446289 (30.86402078922963) | > grad_norm_1: tensor(362.2689, device='cuda:0') (tensor(108.3160, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.4069 (0.37141353651981224) | > loader_time: 0.0043 (0.003869946370988884)  --> TIME: 2024-06-11 22:36:19 -- STEP: 174/330 -- GLOBAL_STEP: 322475 | > loss_disc: 2.420841693878174 (2.3712144596823337) | > loss_disc_real_0: 0.09976449608802795 (0.11603137914990556) | > loss_disc_real_1: 0.2079133838415146 (0.19765392528183154) | > loss_disc_real_2: 0.21747158467769623 (0.2118681457707252) | > loss_disc_real_3: 0.222310870885849 (0.2307573775279111) | > loss_disc_real_4: 0.2448064237833023 (0.2316887423224833) | > loss_disc_real_5: 0.2281612604856491 (0.22199498630803208) | > loss_0: 2.420841693878174 (2.3712144596823337) | > grad_norm_0: tensor(9.8717, device='cuda:0') (tensor(10.9196, device='cuda:0')) | > loss_gen: 2.430601119995117 (2.466555099377687) | > loss_kl: 2.211961269378662 (1.9895391690319981) | > loss_feat: 6.727275848388672 (6.951349866801295) | > loss_mel: 17.53635025024414 (17.395599650240488) | > loss_duration: 2.097508192062378 (2.0067814985911054) | > loss_1: 31.00369644165039 (30.809825261433918) | > grad_norm_1: tensor(130.0929, device='cuda:0') (tensor(124.4502, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3939 (0.37404559809586096) | > loader_time: 0.0044 (0.003967185130064516)  --> TIME: 2024-06-11 22:36:29 -- STEP: 199/330 -- GLOBAL_STEP: 322500 | > loss_disc: 2.347980260848999 (2.3668755778116193) | > loss_disc_real_0: 0.1025000512599945 (0.11655468961701321) | > loss_disc_real_1: 0.19586089253425598 (0.19684620605940792) | > loss_disc_real_2: 0.2075204700231552 (0.21173204241985055) | > loss_disc_real_3: 0.26417306065559387 (0.23041074906461803) | > loss_disc_real_4: 0.258844792842865 (0.23165962062588888) | > loss_disc_real_5: 0.2285066395998001 (0.2218739166481411) | > loss_0: 2.347980260848999 (2.3668755778116193) | > grad_norm_0: tensor(12.9592, device='cuda:0') (tensor(12.2631, device='cuda:0')) | > loss_gen: 2.5575294494628906 (2.4711970612032337) | > loss_kl: 2.0409207344055176 (1.9953687214971187) | > loss_feat: 6.832001209259033 (6.971364371141597) | > loss_mel: 17.56104850769043 (17.355174241952554) | > loss_duration: 2.129725217819214 (2.0150229679280196) | > loss_1: 31.121225357055664 (30.808127321789613) | > grad_norm_1: tensor(408.2137, device='cuda:0') (tensor(146.9710, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3842 (0.37649042402679594) | > loader_time: 0.0052 (0.00408443613867065) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_322500.pth  --> TIME: 2024-06-11 22:36:45 -- STEP: 224/330 -- GLOBAL_STEP: 322525 | > loss_disc: 2.3582582473754883 (2.3674251809716216) | > loss_disc_real_0: 0.1414719820022583 (0.11827274275544498) | > loss_disc_real_1: 0.20200666785240173 (0.19703197426029612) | > loss_disc_real_2: 0.211225688457489 (0.21170497938458413) | > loss_disc_real_3: 0.23154141008853912 (0.23005156930802123) | > loss_disc_real_4: 0.2490432858467102 (0.2308893118585859) | > loss_disc_real_5: 0.2811952531337738 (0.22129801640819227) | > loss_0: 2.3582582473754883 (2.3674251809716216) | > grad_norm_0: tensor(58.1930, device='cuda:0') (tensor(15.3293, device='cuda:0')) | > loss_gen: 2.632504463195801 (2.4738388050879756) | > loss_kl: 2.118403434753418 (2.0055652313998764) | > loss_feat: 7.878499984741211 (6.966426427875247) | > loss_mel: 17.062795639038086 (17.305190614291583) | > loss_duration: 2.1377997398376465 (2.022668520254748) | > loss_1: 31.83000373840332 (30.77368954249791) | > grad_norm_1: tensor(470.1267, device='cuda:0') (tensor(174.6878, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.3985 (0.38171796607119696) | > loader_time: 0.0056 (0.0042261896388871316)  --> TIME: 2024-06-11 22:36:55 -- STEP: 249/330 -- GLOBAL_STEP: 322550 | > loss_disc: 2.286017894744873 (2.3662135122291525) | > loss_disc_real_0: 0.10160934925079346 (0.11848831221640828) | > loss_disc_real_1: 0.20301453769207 (0.19747305574666063) | > loss_disc_real_2: 0.22025491297245026 (0.21210130522528808) | > loss_disc_real_3: 0.21451042592525482 (0.23013381624078177) | > loss_disc_real_4: 0.20136389136314392 (0.23067143565440273) | > loss_disc_real_5: 0.1947394758462906 (0.22021320923025828) | > loss_0: 2.286017894744873 (2.3662135122291525) | > grad_norm_0: tensor(9.8520, device='cuda:0') (tensor(17.5007, device='cuda:0')) | > loss_gen: 2.696139097213745 (2.4798861124429363) | > loss_kl: 1.992048740386963 (2.0095352633411143) | > loss_feat: 6.918566703796387 (6.956450071679541) | > loss_mel: 17.62295913696289 (17.25227777258936) | > loss_duration: 2.112415313720703 (2.0314217542548754) | > loss_1: 31.34212875366211 (30.729570940316442) | > grad_norm_1: tensor(246.5526, device='cuda:0') (tensor(198.6913, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.4181 (0.3852312947851587) | > loader_time: 0.0057 (0.004351110343473502)  --> TIME: 2024-06-11 22:37:06 -- STEP: 274/330 -- GLOBAL_STEP: 322575 | > loss_disc: 2.3902053833007812 (2.370981997817101) | > loss_disc_real_0: 0.10440745949745178 (0.11970402702797939) | > loss_disc_real_1: 0.20365901291370392 (0.19853026414439623) | > loss_disc_real_2: 0.20405994355678558 (0.21248330317274502) | > loss_disc_real_3: 0.21119794249534607 (0.2305304794198405) | > loss_disc_real_4: 0.2122759222984314 (0.23130784417590958) | > loss_disc_real_5: 0.24256664514541626 (0.22061477025059892) | > loss_0: 2.3902053833007812 (2.370981997817101) | > grad_norm_0: tensor(39.5591, device='cuda:0') (tensor(18.9352, device='cuda:0')) | > loss_gen: 2.375046968460083 (2.4780024994898895) | > loss_kl: 1.9724286794662476 (2.0133518528764265) | > loss_feat: 7.141948223114014 (6.967832323408474) | > loss_mel: 16.202880859375 (17.2254386887933) | > loss_duration: 2.119844913482666 (2.040110791686679) | > loss_1: 29.812149047851562 (30.724736116228314) | > grad_norm_1: tensor(661.4773, device='cuda:0') (tensor(218.0738, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.4341 (0.38948167066504485) | > loader_time: 0.0059 (0.004476796971620433)  --> TIME: 2024-06-11 22:37:18 -- STEP: 299/330 -- GLOBAL_STEP: 322600 | > loss_disc: 2.392285108566284 (2.370521467266274) | > loss_disc_real_0: 0.15111227333545685 (0.1202547480679276) | > loss_disc_real_1: 0.18183022737503052 (0.19852732555523359) | > loss_disc_real_2: 0.19971536099910736 (0.2122782447366013) | > loss_disc_real_3: 0.24007673561573029 (0.2302717866008497) | > loss_disc_real_4: 0.26921969652175903 (0.2308630879009049) | > loss_disc_real_5: 0.23050308227539062 (0.2202367463139786) | > loss_0: 2.392285108566284 (2.370521467266274) | > grad_norm_0: tensor(55.4807, device='cuda:0') (tensor(20.0991, device='cuda:0')) | > loss_gen: 2.431554079055786 (2.476950577668922) | > loss_kl: 2.045130729675293 (2.0185193911842676) | > loss_feat: 7.701114177703857 (6.9802400021250035) | > loss_mel: 17.78606414794922 (17.1807536440948) | > loss_duration: 2.1954734325408936 (2.050797101247273) | > loss_1: 32.15933609008789 (30.707260686816976) | > grad_norm_1: tensor(493.6709, device='cuda:0') (tensor(233.8619, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.4591 (0.3952209718251308) | > loader_time: 0.007 (0.0046406844786577)  --> TIME: 2024-06-11 22:37:32 -- STEP: 324/330 -- GLOBAL_STEP: 322625 | > loss_disc: 2.6756105422973633 (2.3705274109487187) | > loss_disc_real_0: 0.2147127389907837 (0.12192233601286087) | > loss_disc_real_1: 0.1801711469888687 (0.19894357922452455) | > loss_disc_real_2: 0.1981222927570343 (0.21206694754001534) | > loss_disc_real_3: 0.25999170541763306 (0.23011689343386227) | > loss_disc_real_4: 0.3131449520587921 (0.23074693306360716) | > loss_disc_real_5: 0.27439063787460327 (0.21979295301400584) | > loss_0: 2.6756105422973633 (2.3705274109487187) | > grad_norm_0: tensor(57.7057, device='cuda:0') (tensor(21.4059, device='cuda:0')) | > loss_gen: 2.050105571746826 (2.483248669424176) | > loss_kl: 2.1848230361938477 (2.0239968527982257) | > loss_feat: 8.36257266998291 (7.049835096170873) | > loss_mel: 16.25180435180664 (17.137541979919234) | > loss_duration: 2.2588939666748047 (2.065261633307847) | > loss_1: 31.108200073242188 (30.759884157298522) | > grad_norm_1: tensor(143.8306, device='cuda:0') (tensor(253.9629, device='cuda:0')) | > current_lr_0: 0.00018301384746947002 | > current_lr_1: 0.00018301384746947002 | > step_time: 0.5859 (0.4065074192153083) | > loader_time: 0.0095 (0.004913684762554403)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.693350076675415 (2.693350076675415) | > loss_disc_real_0: 0.1454879343509674 (0.1454879343509674) | > loss_disc_real_1: 0.31441718339920044 (0.31441718339920044) | > loss_disc_real_2: 0.3393636643886566 (0.3393636643886566) | > loss_disc_real_3: 0.29164138436317444 (0.29164138436317444) | > loss_disc_real_4: 0.31308701634407043 (0.31308701634407043) | > loss_disc_real_5: 0.40694600343704224 (0.40694600343704224) | > loss_0: 2.693350076675415 (2.693350076675415) | > loss_gen: 2.8683621883392334 (2.8683621883392334) | > loss_kl: 2.838418483734131 (2.838418483734131) | > loss_feat: 7.307156085968018 (7.307156085968018) | > loss_mel: 16.643062591552734 (16.643062591552734) | > loss_duration: 2.921703815460205 (2.921703815460205) | > loss_1: 32.578704833984375 (32.578704833984375)  --> STEP: 1 | > loss_disc: 2.418743371963501 (2.418743371963501) | > loss_disc_real_0: 0.09124867618083954 (0.09124867618083954) | > loss_disc_real_1: 0.27923768758773804 (0.27923768758773804) | > loss_disc_real_2: 0.228849396109581 (0.228849396109581) | > loss_disc_real_3: 0.28555431962013245 (0.28555431962013245) | > loss_disc_real_4: 0.2465609461069107 (0.2465609461069107) | > loss_disc_real_5: 0.22511659562587738 (0.22511659562587738) | > loss_0: 2.418743371963501 (2.418743371963501) | > loss_gen: 2.3790411949157715 (2.3790411949157715) | > loss_kl: 2.631465196609497 (2.631465196609497) | > loss_feat: 6.0806779861450195 (6.0806779861450195) | > loss_mel: 18.251115798950195 (18.251115798950195) | > loss_duration: 2.4305615425109863 (2.4305615425109863) | > loss_1: 31.77286148071289 (31.77286148071289)  --> STEP: 2 | > loss_disc: 2.77547025680542 (2.5971068143844604) | > loss_disc_real_0: 0.1292533129453659 (0.11025099456310272) | > loss_disc_real_1: 0.37051573395729065 (0.32487671077251434) | > loss_disc_real_2: 0.3671836853027344 (0.2980165407061577) | > loss_disc_real_3: 0.303035706281662 (0.2942950129508972) | > loss_disc_real_4: 0.26388126611709595 (0.2552211061120033) | > loss_disc_real_5: 0.28967973589897156 (0.25739816576242447) | > loss_0: 2.77547025680542 (2.5971068143844604) | > loss_gen: 2.6048669815063477 (2.4919540882110596) | > loss_kl: 3.32372784614563 (2.9775965213775635) | > loss_feat: 4.777530670166016 (5.429104328155518) | > loss_mel: 16.81131935119629 (17.531217575073242) | > loss_duration: 2.4586215019226074 (2.444591522216797) | > loss_1: 29.97606658935547 (30.87446403503418)  --> STEP: 3 | > loss_disc: 2.4761910438537598 (2.5568015575408936) | > loss_disc_real_0: 0.05675279349088669 (0.09241826087236404) | > loss_disc_real_1: 0.24370242655277252 (0.2978186160326004) | > loss_disc_real_2: 0.20872610807418823 (0.26825306316216785) | > loss_disc_real_3: 0.25930628180503845 (0.2826321025689443) | > loss_disc_real_4: 0.2869814336299896 (0.2658078819513321) | > loss_disc_real_5: 0.2729369103908539 (0.26257774730523425) | > loss_0: 2.4761910438537598 (2.5568015575408936) | > loss_gen: 2.2136058807373047 (2.3991713523864746) | > loss_kl: 3.7685697078704834 (3.2412542502085366) | > loss_feat: 5.445379257202148 (5.4345293045043945) | > loss_mel: 18.11062240600586 (17.72435251871745) | > loss_duration: 2.2997422218322754 (2.396308422088623) | > loss_1: 31.837919235229492 (31.195615768432617)  --> STEP: 4 | > loss_disc: 2.5406627655029297 (2.5527668595314026) | > loss_disc_real_0: 0.1885119080543518 (0.11644167266786098) | > loss_disc_real_1: 0.43117839097976685 (0.331158559769392) | > loss_disc_real_2: 0.2930796146392822 (0.27445970103144646) | > loss_disc_real_3: 0.2931443452835083 (0.2852601632475853) | > loss_disc_real_4: 0.2086801528930664 (0.25152594968676567) | > loss_disc_real_5: 0.1917685866355896 (0.2448754571378231) | > loss_0: 2.5406627655029297 (2.5527668595314026) | > loss_gen: 2.850111246109009 (2.511906325817108) | > loss_kl: 3.652418613433838 (3.344045341014862) | > loss_feat: 6.134619235992432 (5.609551787376404) | > loss_mel: 15.66816520690918 (17.21030569076538) | > loss_duration: 2.344435214996338 (2.3833401203155518) | > loss_1: 30.649749755859375 (31.059149265289307)  --> STEP: 5 | > loss_disc: 2.3254916667938232 (2.5073118209838867) | > loss_disc_real_0: 0.06007310003042221 (0.10516795814037323) | > loss_disc_real_1: 0.38278594613075256 (0.34148403704166413) | > loss_disc_real_2: 0.19023312628269196 (0.25761438608169557) | > loss_disc_real_3: 0.23466551303863525 (0.2751412332057953) | > loss_disc_real_4: 0.23037557303905487 (0.2472958743572235) | > loss_disc_real_5: 0.256645530462265 (0.2472294718027115) | > loss_0: 2.3254916667938232 (2.5073118209838867) | > loss_gen: 2.5812275409698486 (2.525770568847656) | > loss_kl: 2.932309865951538 (3.2616982460021973) | > loss_feat: 6.618666172027588 (5.811374664306641) | > loss_mel: 19.218027114868164 (17.611849975585937) | > loss_duration: 2.3569626808166504 (2.3780646324157715) | > loss_1: 33.70719528198242 (31.58875846862793)  --> STEP: 6 | > loss_disc: 2.433708667755127 (2.4950446287790933) | > loss_disc_real_0: 0.06433329731225967 (0.09836218133568764) | > loss_disc_real_1: 0.31314340233802795 (0.33676059792439145) | > loss_disc_real_2: 0.2810337543487549 (0.26151761412620544) | > loss_disc_real_3: 0.2610512971878052 (0.27279291053613025) | > loss_disc_real_4: 0.23878206312656403 (0.24587690581878027) | > loss_disc_real_5: 0.28845804929733276 (0.25410090138514835) | > loss_0: 2.433708667755127 (2.4950446287790933) | > loss_gen: 2.510504961013794 (2.5232263008753457) | > loss_kl: 3.4270095825195312 (3.289250135421753) | > loss_feat: 5.939925670623779 (5.832799832026164) | > loss_mel: 18.876880645751953 (17.822688420613606) | > loss_duration: 2.1516764163970947 (2.340333263079325) | > loss_1: 32.90599822998047 (31.80829842885335)  --> STEP: 7 | > loss_disc: 2.1295905113220215 (2.4428368977137973) | > loss_disc_real_0: 0.08928348124027252 (0.09706522417919976) | > loss_disc_real_1: 0.22195599973201752 (0.32035994103976656) | > loss_disc_real_2: 0.28106260299682617 (0.264309755393437) | > loss_disc_real_3: 0.23021186888217926 (0.2667099045855658) | > loss_disc_real_4: 0.21649739146232605 (0.2416798323392868) | > loss_disc_real_5: 0.17424339056015015 (0.24269268555300577) | > loss_0: 2.1295905113220215 (2.4428368977137973) | > loss_gen: 3.0317678451538086 (2.595875092915126) | > loss_kl: 5.004179954528809 (3.534240109579904) | > loss_feat: 7.784868240356445 (6.111666747501919) | > loss_mel: 20.46860122680664 (18.20067596435547) | > loss_duration: 2.6008830070495605 (2.3775546550750732) | > loss_1: 38.89030075073242 (32.82001304626465)  --> STEP: 8 | > loss_disc: 2.2952303886413574 (2.4243860840797424) | > loss_disc_real_0: 0.1442025601863861 (0.10295739118009806) | > loss_disc_real_1: 0.1395348757505417 (0.29775680787861347) | > loss_disc_real_2: 0.22070519626140594 (0.2588591855019331) | > loss_disc_real_3: 0.31311556696891785 (0.27251061238348484) | > loss_disc_real_4: 0.3745262026786804 (0.258285628631711) | > loss_disc_real_5: 0.35002198815345764 (0.25610884837806225) | > loss_0: 2.2952303886413574 (2.4243860840797424) | > loss_gen: 3.112915515899658 (2.6605051457881927) | > loss_kl: 2.6334242820739746 (3.4216381311416626) | > loss_feat: 9.44336223602295 (6.528128683567047) | > loss_mel: 20.42899513244629 (18.47921586036682) | > loss_duration: 2.264627456665039 (2.363438755273819) | > loss_1: 37.883323669433594 (33.45292687416077)  --> STEP: 9 | > loss_disc: 2.3128678798675537 (2.4119951725006104) | > loss_disc_real_0: 0.10529749095439911 (0.1032174022661315) | > loss_disc_real_1: 0.3374045193195343 (0.3021621091498269) | > loss_disc_real_2: 0.25708091259002686 (0.2586615996228324) | > loss_disc_real_3: 0.2302076816558838 (0.26781028674708474) | > loss_disc_real_4: 0.2207937389612198 (0.2541198631127675) | > loss_disc_real_5: 0.2540408670902252 (0.2558790726794137) | > loss_0: 2.3128678798675537 (2.4119951725006104) | > loss_gen: 2.8180792331695557 (2.6780133777194552) | > loss_kl: 2.61501145362854 (3.3320129447513156) | > loss_feat: 10.65227222442627 (6.986366854773627) | > loss_mel: 18.22873878479004 (18.451385074191624) | > loss_duration: 2.186715602874756 (2.3438028494517007) | > loss_1: 36.500816345214844 (33.79158125983344)  --> STEP: 10 | > loss_disc: 2.662790298461914 (2.4370746850967406) | > loss_disc_real_0: 0.0645320862531662 (0.09934887066483497) | > loss_disc_real_1: 0.35259830951690674 (0.3072057291865349) | > loss_disc_real_2: 0.258195698261261 (0.25861500948667526) | > loss_disc_real_3: 0.2721914052963257 (0.26824839860200883) | > loss_disc_real_4: 0.2655723989009857 (0.25526511669158936) | > loss_disc_real_5: 0.3360234200954437 (0.2638935074210167) | > loss_0: 2.662790298461914 (2.4370746850967406) | > loss_gen: 2.476489543914795 (2.6578609943389893) | > loss_kl: 2.970128059387207 (3.2958244562149046) | > loss_feat: 4.4474358558654785 (6.732473754882813) | > loss_mel: 12.827131271362305 (17.888959693908692) | > loss_duration: 2.3345460891723633 (2.342877173423767) | > loss_1: 25.05573272705078 (32.917996406555176)  --> STEP: 11 | > loss_disc: 2.7016544342041016 (2.4611273895610464) | > loss_disc_real_0: 0.17045935988426208 (0.10581346059387381) | > loss_disc_real_1: 0.4341426193714142 (0.31874544647606934) | > loss_disc_real_2: 0.27375712990760803 (0.25999156588857825) | > loss_disc_real_3: 0.28584322333335876 (0.26984792812304065) | > loss_disc_real_4: 0.28712695837020874 (0.25816164775328204) | > loss_disc_real_5: 0.32390478253364563 (0.26934907788580115) | > loss_0: 2.7016544342041016 (2.4611273895610464) | > loss_gen: 2.6084017753601074 (2.6533647017045454) | > loss_kl: 3.5470738410949707 (3.31866530938582) | > loss_feat: 5.905654430389404 (6.657308361747048) | > loss_mel: 17.451953887939453 (17.849231893366035) | > loss_duration: 2.4643068313598633 (2.3539162332361396) | > loss_1: 31.97739028930664 (32.83248675953258)  --> STEP: 12 | > loss_disc: 2.501765489578247 (2.464513897895813) | > loss_disc_real_0: 0.10189855843782425 (0.10548721874753635) | > loss_disc_real_1: 0.29790496826171875 (0.3170087399582068) | > loss_disc_real_2: 0.2611040771007538 (0.26008427515625954) | > loss_disc_real_3: 0.23832187056541443 (0.26722075665990513) | > loss_disc_real_4: 0.2081822007894516 (0.2539966938396295) | > loss_disc_real_5: 0.24361532926559448 (0.26720459883411724) | > loss_0: 2.501765489578247 (2.464513897895813) | > loss_gen: 2.387542247772217 (2.631212830543518) | > loss_kl: 2.467869758605957 (3.247765680154165) | > loss_feat: 6.231736183166504 (6.6218440135320025) | > loss_mel: 17.093111038208008 (17.786221822102867) | > loss_duration: 2.240016460418701 (2.344424585501353) | > loss_1: 30.420276641845703 (32.631469249725335)  --> STEP: 13 | > loss_disc: 2.4387505054473877 (2.462532098476703) | > loss_disc_real_0: 0.07882793247699738 (0.10343650441903335) | > loss_disc_real_1: 0.3585718274116516 (0.32020590053154874) | > loss_disc_real_2: 0.23958583176136017 (0.25850747181819034) | > loss_disc_real_3: 0.25873327255249023 (0.266567873267027) | > loss_disc_real_4: 0.21312198042869568 (0.2508524851157115) | > loss_disc_real_5: 0.18291780352592468 (0.2607209991950255) | > loss_0: 2.4387505054473877 (2.462532098476703) | > loss_gen: 2.503746509552002 (2.6214077289287863) | > loss_kl: 3.0504531860351562 (3.232587795991164) | > loss_feat: 5.3371405601501465 (6.523020670964168) | > loss_mel: 15.918328285217285 (17.642537703880897) | > loss_duration: 2.1981329917907715 (2.333171385985154) | > loss_1: 29.007802963256836 (32.35272568922775)  --> STEP: 14 | > loss_disc: 2.583597421646118 (2.471179621560233) | > loss_disc_real_0: 0.09765198081731796 (0.10302332416176796) | > loss_disc_real_1: 0.2535812556743622 (0.31544699732746395) | > loss_disc_real_2: 0.29747146368026733 (0.261290614094053) | > loss_disc_real_3: 0.27738165855407715 (0.2673402865018163) | > loss_disc_real_4: 0.2567325532436371 (0.2512724899819919) | > loss_disc_real_5: 0.31139039993286133 (0.26434024210487095) | > loss_0: 2.583597421646118 (2.471179621560233) | > loss_gen: 2.4095096588134766 (2.6062721524919783) | > loss_kl: 4.213625431060791 (3.3026619127818515) | > loss_feat: 5.923040866851807 (6.480164970670428) | > loss_mel: 16.580337524414062 (17.566666262490408) | > loss_duration: 2.4137489795684814 (2.3389269283839633) | > loss_1: 31.54026222229004 (32.29469258444649)  --> STEP: 15 | > loss_disc: 2.7169911861419678 (2.4875670591990153) | > loss_disc_real_0: 0.1473272144794464 (0.10597691684961319) | > loss_disc_real_1: 0.25757166743278503 (0.31158864200115205) | > loss_disc_real_2: 0.23267772793769836 (0.25938308835029605) | > loss_disc_real_3: 0.2416066974401474 (0.26562471389770503) | > loss_disc_real_4: 0.18020983040332794 (0.2465349793434143) | > loss_disc_real_5: 0.27383455634117126 (0.26497319638729094) | > loss_0: 2.7169911861419678 (2.4875670591990153) | > loss_gen: 2.236598253250122 (2.5816272258758546) | > loss_kl: 3.241243839263916 (3.2985673745473227) | > loss_feat: 6.985201358795166 (6.513834063212077) | > loss_mel: 17.71750259399414 (17.57672201792399) | > loss_duration: 2.377142906188965 (2.34147466023763) | > loss_1: 32.55768966674805 (32.31222572326659)  --> STEP: 16 | > loss_disc: 2.523606300354004 (2.489819511771202) | > loss_disc_real_0: 0.07595926523208618 (0.10410081362351775) | > loss_disc_real_1: 0.2740277647972107 (0.3092410871759057) | > loss_disc_real_2: 0.33818092942237854 (0.2643079534173012) | > loss_disc_real_3: 0.2679939568042755 (0.2657727915793657) | > loss_disc_real_4: 0.2158518135547638 (0.24461728148162365) | > loss_disc_real_5: 0.2054431140422821 (0.2612525662407279) | > loss_0: 2.523606300354004 (2.489819511771202) | > loss_gen: 2.2670016288757324 (2.561963126063347) | > loss_kl: 3.0086538791656494 (3.280447781085968) | > loss_feat: 6.981337547302246 (6.543053030967712) | > loss_mel: 16.173276901245117 (17.48900669813156) | > loss_duration: 2.38139271736145 (2.343969538807869) | > loss_1: 30.811664581298828 (32.21844065189361)  --> STEP: 17 | > loss_disc: 2.6579227447509766 (2.4997079372406006) | > loss_disc_real_0: 0.1398794800043106 (0.10620544105768204) | > loss_disc_real_1: 0.4114067852497101 (0.31525083412142363) | > loss_disc_real_2: 0.33517584204673767 (0.2684766527484445) | > loss_disc_real_3: 0.3008121848106384 (0.26783393235767583) | > loss_disc_real_4: 0.2746129631996155 (0.2463817333473879) | > loss_disc_real_5: 0.3641517162322998 (0.2673054574167027) | > loss_0: 2.6579227447509766 (2.4997079372406006) | > loss_gen: 3.1137304306030273 (2.5944200263303867) | > loss_kl: 2.8088624477386475 (3.252707467359655) | > loss_feat: 5.59145975112915 (6.487076955683091) | > loss_mel: 16.68623924255371 (17.44178508309757) | > loss_duration: 2.4593677520751953 (2.3507576690000644) | > loss_1: 30.659658432006836 (32.126747580135564)  --> STEP: 18 | > loss_disc: 2.176746129989624 (2.4817656146155462) | > loss_disc_real_0: 0.043122515082359314 (0.102700834059053) | > loss_disc_real_1: 0.22585465013980865 (0.31028437945577836) | > loss_disc_real_2: 0.2485690414905548 (0.26737067434522843) | > loss_disc_real_3: 0.20889873802661896 (0.26455975489483935) | > loss_disc_real_4: 0.1752503216266632 (0.24242998825179207) | > loss_disc_real_5: 0.18942059576511383 (0.2629785206582811) | > loss_0: 2.176746129989624 (2.4817656146155462) | > loss_gen: 2.685605049133301 (2.5994858609305487) | > loss_kl: 2.7814550399780273 (3.2265267769495645) | > loss_feat: 8.599725723266602 (6.604446331659953) | > loss_mel: 17.905380249023438 (17.467540370093452) | > loss_duration: 2.191478967666626 (2.341908852259318) | > loss_1: 34.16364288330078 (32.23990843031141)  --> STEP: 19 | > loss_disc: 2.673271656036377 (2.4918448799534847) | > loss_disc_real_0: 0.15379436314105988 (0.1053899671686323) | > loss_disc_real_1: 0.22673378884792328 (0.3058869799501018) | > loss_disc_real_2: 0.3017193675041199 (0.2691785003009595) | > loss_disc_real_3: 0.26588061451911926 (0.264629273822433) | > loss_disc_real_4: 0.23085857927799225 (0.24182096672685524) | > loss_disc_real_5: 0.29269739985466003 (0.26454267219493266) | > loss_0: 2.673271656036377 (2.4918448799534847) | > loss_gen: 2.330437421798706 (2.585325416765715) | > loss_kl: 1.8557974100112915 (3.1543831260580766) | > loss_feat: 6.776051044464111 (6.613478158649645) | > loss_mel: 17.80593490600586 (17.485350608825684) | > loss_duration: 2.374447822570801 (2.343621429644133) | > loss_1: 31.14266586303711 (32.1821588215075)  --> STEP: 20 | > loss_disc: 2.4208736419677734 (2.488296318054199) | > loss_disc_real_0: 0.074740931391716 (0.10385751537978649) | > loss_disc_real_1: 0.23214899003505707 (0.30220008045434954) | > loss_disc_real_2: 0.2565332353115082 (0.26854623705148695) | > loss_disc_real_3: 0.35857465863227844 (0.2693265430629253) | > loss_disc_real_4: 0.25626346468925476 (0.2425430916249752) | > loss_disc_real_5: 0.3421681523323059 (0.2684239462018013) | > loss_0: 2.4208736419677734 (2.488296318054199) | > loss_gen: 2.7088801860809326 (2.591503155231476) | > loss_kl: 2.309030055999756 (3.1121154725551605) | > loss_feat: 7.413677215576172 (6.653488111495972) | > loss_mel: 18.844762802124023 (17.553321218490602) | > loss_duration: 2.276817798614502 (2.3402812480926514) | > loss_1: 33.55316925048828 (32.25070934295654)  --> STEP: 21 | > loss_disc: 2.468174695968628 (2.487338145573934) | > loss_disc_real_0: 0.09955333173274994 (0.10365255425373714) | > loss_disc_real_1: 0.3205580413341522 (0.30307426906767343) | > loss_disc_real_2: 0.2614980936050415 (0.2682106111730848) | > loss_disc_real_3: 0.2750306725502014 (0.2695981682766051) | > loss_disc_real_4: 0.24087196588516235 (0.24246351420879364) | > loss_disc_real_5: 0.1608014851808548 (0.2632990671055658) | > loss_0: 2.468174695968628 (2.487338145573934) | > loss_gen: 2.4352476596832275 (2.584062417348226) | > loss_kl: 2.0217785835266113 (3.060194668315706) | > loss_feat: 6.144562721252441 (6.6292535691034224) | > loss_mel: 15.358113288879395 (17.448787507556734) | > loss_duration: 2.147597312927246 (2.3311058226085843) | > loss_1: 28.1072998046875 (32.05340412684849)  --> STEP: 22 | > loss_disc: 2.275648593902588 (2.4777158932252363) | > loss_disc_real_0: 0.09398321807384491 (0.10321303897283295) | > loss_disc_real_1: 0.2170768827199936 (0.29916529696096067) | > loss_disc_real_2: 0.3609763979911804 (0.2724272378466346) | > loss_disc_real_3: 0.3073185682296753 (0.27131273191083555) | > loss_disc_real_4: 0.25483450293540955 (0.24302583187818527) | > loss_disc_real_5: 0.24084636569023132 (0.26227848976850515) | > loss_0: 2.275648593902588 (2.4777158932252363) | > loss_gen: 2.9451992511749268 (2.6004777279767124) | > loss_kl: 2.5719830989837646 (3.038003233346072) | > loss_feat: 7.3785223960876465 (6.663311243057251) | > loss_mel: 16.80812644958496 (17.4196665503762) | > loss_duration: 2.223464012145996 (2.326213013042103) | > loss_1: 31.927295684814453 (32.04767192493785)  --> STEP: 23 | > loss_disc: 2.407646417617798 (2.4746693942857827) | > loss_disc_real_0: 0.1367906630039215 (0.10467293566983679) | > loss_disc_real_1: 0.24489694833755493 (0.2968058035425517) | > loss_disc_real_2: 0.192861407995224 (0.2689678539400515) | > loss_disc_real_3: 0.21815364062786102 (0.2690014670724453) | > loss_disc_real_4: 0.2099316567182541 (0.2415869546973187) | > loss_disc_real_5: 0.31425467133522034 (0.2645383237496667) | > loss_0: 2.407646417617798 (2.4746693942857827) | > loss_gen: 2.476438045501709 (2.595084698303886) | > loss_kl: 2.586177110671997 (3.0183586193167646) | > loss_feat: 5.58097505569458 (6.616253147954526) | > loss_mel: 17.676532745361328 (17.430834645810336) | > loss_duration: 2.323239326477051 (2.3260837223218833) | > loss_1: 30.64336395263672 (31.98661505657693)  --> STEP: 24 | > loss_disc: 2.7122304439544678 (2.4845677713553114) | > loss_disc_real_0: 0.1558084487915039 (0.10680358204990625) | > loss_disc_real_1: 0.3948134779930115 (0.3008894566446542) | > loss_disc_real_2: 0.29063335061073303 (0.2698705829679966) | > loss_disc_real_3: 0.26039403676986694 (0.26864282414317125) | > loss_disc_real_4: 0.19006602466106415 (0.23944024927914143) | > loss_disc_real_5: 0.25766316056251526 (0.2642518586168687) | > loss_0: 2.7122304439544678 (2.4845677713553114) | > loss_gen: 2.432981014251709 (2.5883303781350455) | > loss_kl: 2.7411043643951416 (3.00680635869503) | > loss_feat: 6.90404748916626 (6.628244578838348) | > loss_mel: 16.952377319335938 (17.4108989238739) | > loss_duration: 2.465970516204834 (2.3319123387336727) | > loss_1: 31.496482849121094 (31.96619288126627)  --> STEP: 25 | > loss_disc: 2.465102195739746 (2.483789148330689) | > loss_disc_real_0: 0.09360560774803162 (0.10627566307783126) | > loss_disc_real_1: 0.27422529458999634 (0.2998228901624679) | > loss_disc_real_2: 0.20561660826206207 (0.2673004239797592) | > loss_disc_real_3: 0.2689419686794281 (0.2686547899246215) | > loss_disc_real_4: 0.24978648126125336 (0.2398540985584259) | > loss_disc_real_5: 0.26747629046440125 (0.26438083589076994) | > loss_0: 2.465102195739746 (2.483789148330689) | > loss_gen: 2.2260260581970215 (2.5738382053375246) | > loss_kl: 2.8166325092315674 (2.999199404716492) | > loss_feat: 4.2226176261901855 (6.532019500732422) | > loss_mel: 15.057188987731934 (17.316750526428223) | > loss_duration: 2.40848445892334 (2.3349752235412593) | > loss_1: 26.73094940185547 (31.75678314208984)  --> STEP: 26 | > loss_disc: 2.584609270095825 (2.4876668453216553) | > loss_disc_real_0: 0.12788616120815277 (0.10710683608284363) | > loss_disc_real_1: 0.17881105840206146 (0.2951685889409138) | > loss_disc_real_2: 0.1836489588022232 (0.26408305993446934) | > loss_disc_real_3: 0.16769248247146606 (0.2647716242533463) | > loss_disc_real_4: 0.2965623736381531 (0.24203518606149232) | > loss_disc_real_5: 0.2515915036201477 (0.263888938495746) | > loss_0: 2.584609270095825 (2.4876668453216553) | > loss_gen: 2.149282455444336 (2.5575091380339403) | > loss_kl: 2.3915224075317383 (2.975827212517078) | > loss_feat: 9.256442070007324 (6.636804984166072) | > loss_mel: 21.36170196533203 (17.472325581770676) | > loss_duration: 2.2828102111816406 (2.332968876912043) | > loss_1: 37.4417610168457 (31.97543613727276) --> EVAL PERFORMANCE | > avg_loader_time: 0.002423589046184833 (+0.00014109794910137493) | > avg_loss_disc: 2.4876668453216553 (+0.021325349807739258) | > avg_loss_disc_real_0: 0.10710683608284363 (-0.023081080558208317) | > avg_loss_disc_real_1: 0.2951685889409138 (+0.13168542602887515) | > avg_loss_disc_real_2: 0.26408305993446934 (+0.007680077392321294) | > avg_loss_disc_real_3: 0.2647716242533463 (-0.019163099045936938) | > avg_loss_disc_real_4: 0.24203518606149232 (+0.004001258657528789) | > avg_loss_disc_real_5: 0.263888938495746 (+0.004670785596737392) | > avg_loss_0: 2.4876668453216553 (+0.021325349807739258) | > avg_loss_gen: 2.5575091380339403 (+0.22974129365040685) | > avg_loss_kl: 2.975827212517078 (+0.02733114591011576) | > avg_loss_feat: 6.636804984166072 (-0.38000963284419154) | > avg_loss_mel: 17.472325581770676 (-0.14691220797025295) | > avg_loss_duration: 2.332968876912043 (-0.009666690459618543) | > avg_loss_1: 31.97543613727276 (-0.2795160733736566)  > EPOCH: 711/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:37:53)   --> TIME: 2024-06-11 22:38:01 -- STEP: 19/330 -- GLOBAL_STEP: 322650 | > loss_disc: 2.3000378608703613 (2.3332617910284745) | > loss_disc_real_0: 0.10045556724071503 (0.10049753479267422) | > loss_disc_real_1: 0.17547091841697693 (0.19928068314727984) | > loss_disc_real_2: 0.1914674937725067 (0.20854164189413973) | > loss_disc_real_3: 0.2040213942527771 (0.22961462328308507) | > loss_disc_real_4: 0.21444322168827057 (0.22996798000837626) | > loss_disc_real_5: 0.23808935284614563 (0.21508630247492538) | > loss_0: 2.3000378608703613 (2.3332617910284745) | > grad_norm_0: tensor(8.3292, device='cuda:0') (tensor(10.7482, device='cuda:0')) | > loss_gen: 2.5821096897125244 (2.5211291187687923) | > loss_kl: 1.9205905199050903 (1.8871571892186214) | > loss_feat: 8.141519546508789 (6.980728827024761) | > loss_mel: 18.360754013061523 (17.76349047610634) | > loss_duration: 1.9589662551879883 (2.062509624581588) | > loss_1: 32.96393966674805 (31.215015310990182) | > grad_norm_1: tensor(140.3538, device='cuda:0') (tensor(163.1269, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3399 (0.36060369642157303) | > loader_time: 0.003 (0.003128528594970703)  --> TIME: 2024-06-11 22:38:11 -- STEP: 44/330 -- GLOBAL_STEP: 322675 | > loss_disc: 2.3136861324310303 (2.3247255357829) | > loss_disc_real_0: 0.10261455178260803 (0.10202714191241698) | > loss_disc_real_1: 0.18326008319854736 (0.19556681947274643) | > loss_disc_real_2: 0.20942595601081848 (0.2062906843017448) | > loss_disc_real_3: 0.245273157954216 (0.22778667949817397) | > loss_disc_real_4: 0.2327985167503357 (0.2301904098554091) | > loss_disc_real_5: 0.22760455310344696 (0.2189885750412941) | > loss_0: 2.3136861324310303 (2.3247255357829) | > grad_norm_0: tensor(6.8895, device='cuda:0') (tensor(9.5021, device='cuda:0')) | > loss_gen: 2.643993854522705 (2.5140962492335923) | > loss_kl: 2.0584986209869385 (1.9067050083117052) | > loss_feat: 7.786925315856934 (7.051793716170571) | > loss_mel: 17.587366104125977 (17.54411185871471) | > loss_duration: 1.922858715057373 (2.0130571614612234) | > loss_1: 31.99964141845703 (31.029764088717375) | > grad_norm_1: tensor(117.3826, device='cuda:0') (tensor(133.1310, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3543 (0.3581510998985985) | > loader_time: 0.0034 (0.003306833180514249)  --> TIME: 2024-06-11 22:38:20 -- STEP: 69/330 -- GLOBAL_STEP: 322700 | > loss_disc: 2.382561683654785 (2.333310569542041) | > loss_disc_real_0: 0.10463633388280869 (0.10570873266112978) | > loss_disc_real_1: 0.20858065783977509 (0.1953947125137716) | > loss_disc_real_2: 0.19185347855091095 (0.2079279297503872) | > loss_disc_real_3: 0.27957966923713684 (0.2283093136721763) | > loss_disc_real_4: 0.2726365923881531 (0.23212981396827145) | > loss_disc_real_5: 0.2859865427017212 (0.2222614325043084) | > loss_0: 2.382561683654785 (2.333310569542041) | > grad_norm_0: tensor(8.9627, device='cuda:0') (tensor(8.7596, device='cuda:0')) | > loss_gen: 2.7012717723846436 (2.508334097654923) | > loss_kl: 1.951655387878418 (1.9298318469006082) | > loss_feat: 7.368524551391602 (7.035414764846581) | > loss_mel: 16.436254501342773 (17.496794078661043) | > loss_duration: 1.934748888015747 (1.998610553534134) | > loss_1: 30.3924560546875 (30.968985543734785) | > grad_norm_1: tensor(100.5233, device='cuda:0') (tensor(109.2412, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3831 (0.3607705606930498) | > loader_time: 0.0038 (0.0034333035565804744)  --> TIME: 2024-06-11 22:38:29 -- STEP: 94/330 -- GLOBAL_STEP: 322725 | > loss_disc: 2.388559103012085 (2.3538519118694543) | > loss_disc_real_0: 0.10635372996330261 (0.11002092649962039) | > loss_disc_real_1: 0.22552089393138885 (0.19635619096299436) | > loss_disc_real_2: 0.19920793175697327 (0.2080773024799976) | > loss_disc_real_3: 0.21403492987155914 (0.2288995128362737) | > loss_disc_real_4: 0.2364564836025238 (0.23265066822158528) | > loss_disc_real_5: 0.23909619450569153 (0.22354439978903912) | > loss_0: 2.388559103012085 (2.3538519118694543) | > grad_norm_0: tensor(11.6621, device='cuda:0') (tensor(9.6110, device='cuda:0')) | > loss_gen: 2.5934433937072754 (2.492320755694775) | > loss_kl: 2.1097614765167236 (1.9537893343479076) | > loss_feat: 7.449362754821777 (7.012413151720737) | > loss_mel: 16.812637329101562 (17.426903278269666) | > loss_duration: 2.0087637901306152 (1.994767754635912) | > loss_1: 30.973968505859375 (30.880194379928263) | > grad_norm_1: tensor(291.0792, device='cuda:0') (tensor(112.6900, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3631 (0.3628613669821557) | > loader_time: 0.0037 (0.003522352969392817)  --> TIME: 2024-06-11 22:38:39 -- STEP: 119/330 -- GLOBAL_STEP: 322750 | > loss_disc: 2.3711345195770264 (2.3558493181437004) | > loss_disc_real_0: 0.11548811197280884 (0.11156742587810804) | > loss_disc_real_1: 0.19468240439891815 (0.19622784940635457) | > loss_disc_real_2: 0.22108213603496552 (0.20971424389286203) | > loss_disc_real_3: 0.24800561368465424 (0.22903029608125447) | > loss_disc_real_4: 0.2512677311897278 (0.2329536964412497) | > loss_disc_real_5: 0.24822306632995605 (0.2233360065382068) | > loss_0: 2.3711345195770264 (2.3558493181437004) | > grad_norm_0: tensor(15.8701, device='cuda:0') (tensor(11.1953, device='cuda:0')) | > loss_gen: 2.610363483428955 (2.4913743003075863) | > loss_kl: 2.029536724090576 (1.9718402123250882) | > loss_feat: 7.242840766906738 (7.027462213981051) | > loss_mel: 17.703262329101562 (17.415342475185888) | > loss_duration: 1.978757381439209 (1.9955587787788454) | > loss_1: 31.564760208129883 (30.901578085763113) | > grad_norm_1: tensor(214.7690, device='cuda:0') (tensor(136.4008, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3695 (0.3668531710360231) | > loader_time: 0.0037 (0.003596828765228015)  --> TIME: 2024-06-11 22:38:49 -- STEP: 144/330 -- GLOBAL_STEP: 322775 | > loss_disc: 2.4304251670837402 (2.3600971731874676) | > loss_disc_real_0: 0.12360484898090363 (0.11343218230952819) | > loss_disc_real_1: 0.2007318139076233 (0.19716775520808166) | > loss_disc_real_2: 0.2584778070449829 (0.2105015074420307) | > loss_disc_real_3: 0.2546815574169159 (0.22950938613050514) | > loss_disc_real_4: 0.2573252320289612 (0.23266791200472248) | > loss_disc_real_5: 0.23258771002292633 (0.223237500526011) | > loss_0: 2.4304251670837402 (2.3600971731874676) | > grad_norm_0: tensor(12.5718, device='cuda:0') (tensor(11.1491, device='cuda:0')) | > loss_gen: 2.4727773666381836 (2.4876604874928794) | > loss_kl: 2.0485498905181885 (1.983767615424262) | > loss_feat: 7.411262512207031 (6.999353826045991) | > loss_mel: 17.921789169311523 (17.426602628495967) | > loss_duration: 1.9816081523895264 (2.0003263296352487) | > loss_1: 31.83598518371582 (30.897710932625664) | > grad_norm_1: tensor(317.3809, device='cuda:0') (tensor(141.9127, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.395 (0.3684202979008357) | > loader_time: 0.0043 (0.0036833584308624268)  --> TIME: 2024-06-11 22:38:58 -- STEP: 169/330 -- GLOBAL_STEP: 322800 | > loss_disc: 2.1740882396698 (2.3546277390429253) | > loss_disc_real_0: 0.07937226444482803 (0.11393326137369202) | > loss_disc_real_1: 0.18065419793128967 (0.19689199275519015) | > loss_disc_real_2: 0.2028292864561081 (0.21010579697831858) | > loss_disc_real_3: 0.20218677818775177 (0.2289408062689403) | > loss_disc_real_4: 0.2342182844877243 (0.23067800004101363) | > loss_disc_real_5: 0.19005656242370605 (0.22184263196217238) | > loss_0: 2.1740882396698 (2.3546277390429253) | > grad_norm_0: tensor(11.6074, device='cuda:0') (tensor(13.6262, device='cuda:0')) | > loss_gen: 2.856072425842285 (2.4947363074714617) | > loss_kl: 1.9903984069824219 (1.991146959496673) | > loss_feat: 7.909793376922607 (7.013098028284558) | > loss_mel: 16.96348762512207 (17.412540819517965) | > loss_duration: 2.0521469116210938 (2.005597405179717) | > loss_1: 31.771900177001953 (30.917119505842763) | > grad_norm_1: tensor(324.1348, device='cuda:0') (tensor(166.8863, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3717 (0.3696449339037113) | > loader_time: 0.0043 (0.0037780964868308524)  --> TIME: 2024-06-11 22:39:08 -- STEP: 194/330 -- GLOBAL_STEP: 322825 | > loss_disc: 2.363424062728882 (2.3559680181680247) | > loss_disc_real_0: 0.10462847352027893 (0.11452017428795087) | > loss_disc_real_1: 0.2168823778629303 (0.19752566508718372) | > loss_disc_real_2: 0.26917335391044617 (0.21054171670957947) | > loss_disc_real_3: 0.2447914332151413 (0.2294452563696301) | > loss_disc_real_4: 0.1993909329175949 (0.23148625866346753) | > loss_disc_real_5: 0.20146816968917847 (0.22223666072199025) | > loss_0: 2.363424062728882 (2.3559680181680247) | > grad_norm_0: tensor(25.7161, device='cuda:0') (tensor(16.4740, device='cuda:0')) | > loss_gen: 2.6345114707946777 (2.5043710888046573) | > loss_kl: 2.2630796432495117 (1.9995222958092838) | > loss_feat: 7.4532294273376465 (7.0209393452123265) | > loss_mel: 17.263263702392578 (17.3991006379275) | > loss_duration: 2.0461714267730713 (2.0129973777790657) | > loss_1: 31.660255432128906 (30.936930725254964) | > grad_norm_1: tensor(377.3077, device='cuda:0') (tensor(194.2741, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.3869 (0.3714729916189136) | > loader_time: 0.0046 (0.0038836518513787653)  --> TIME: 2024-06-11 22:39:19 -- STEP: 219/330 -- GLOBAL_STEP: 322850 | > loss_disc: 2.4515604972839355 (2.3574259760172924) | > loss_disc_real_0: 0.20959262549877167 (0.11595931526732771) | > loss_disc_real_1: 0.23556429147720337 (0.1975593470955548) | > loss_disc_real_2: 0.23728486895561218 (0.21086084148655204) | > loss_disc_real_3: 0.22994330525398254 (0.22976376327205467) | > loss_disc_real_4: 0.220756396651268 (0.2309628620947877) | > loss_disc_real_5: 0.21502266824245453 (0.22129818075868093) | > loss_0: 2.4515604972839355 (2.3574259760172924) | > grad_norm_0: tensor(82.0452, device='cuda:0') (tensor(19.5889, device='cuda:0')) | > loss_gen: 2.407405138015747 (2.5108286278432908) | > loss_kl: 2.035024404525757 (2.0005251686322634) | > loss_feat: 7.758953094482422 (7.044851962834189) | > loss_mel: 17.913232803344727 (17.378840372442653) | > loss_duration: 2.095276117324829 (2.0206705108625167) | > loss_1: 32.20989227294922 (30.95571663390556) | > grad_norm_1: tensor(629.7453, device='cuda:0') (tensor(225.3952, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.4046 (0.37556570741139605) | > loader_time: 0.0051 (0.004012753430022498)  --> TIME: 2024-06-11 22:39:29 -- STEP: 244/330 -- GLOBAL_STEP: 322875 | > loss_disc: 2.451415777206421 (2.359277642164072) | > loss_disc_real_0: 0.09482745826244354 (0.11758372529608305) | > loss_disc_real_1: 0.21477800607681274 (0.19761384400676507) | > loss_disc_real_2: 0.19190651178359985 (0.2106449094097146) | > loss_disc_real_3: 0.2405514419078827 (0.22977441732512147) | > loss_disc_real_4: 0.24348081648349762 (0.23072980942784763) | > loss_disc_real_5: 0.2130163609981537 (0.22097781141761874) | > loss_0: 2.451415777206421 (2.359277642164072) | > grad_norm_0: tensor(38.9110, device='cuda:0') (tensor(21.2970, device='cuda:0')) | > loss_gen: 2.390812397003174 (2.508808545401839) | > loss_kl: 1.9431449174880981 (2.004638244382671) | > loss_feat: 6.253019332885742 (7.036597263617594) | > loss_mel: 16.605083465576172 (17.331767410528457) | > loss_duration: 2.049213171005249 (2.029788451116594) | > loss_1: 29.24127197265625 (30.911599909672972) | > grad_norm_1: tensor(304.6303, device='cuda:0') (tensor(242.8466, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.4343 (0.3802515072900742) | > loader_time: 0.0059 (0.004169161202477626)  --> TIME: 2024-06-11 22:39:40 -- STEP: 269/330 -- GLOBAL_STEP: 322900 | > loss_disc: 2.5105438232421875 (2.361814746183089) | > loss_disc_real_0: 0.15241631865501404 (0.1186155995637954) | > loss_disc_real_1: 0.28696951270103455 (0.19823767089710803) | > loss_disc_real_2: 0.24148690700531006 (0.21107590181898456) | > loss_disc_real_3: 0.2393893003463745 (0.22978271627071623) | > loss_disc_real_4: 0.24766658246517181 (0.23033543850631075) | > loss_disc_real_5: 0.24790871143341064 (0.2208898767108811) | > loss_0: 2.5105438232421875 (2.361814746183089) | > grad_norm_0: tensor(12.6258, device='cuda:0') (tensor(20.5799, device='cuda:0')) | > loss_gen: 2.3763458728790283 (2.5022493800266083) | > loss_kl: 2.1301369667053223 (2.011666450801836) | > loss_feat: 6.487783432006836 (7.048344947148433) | > loss_mel: 16.073169708251953 (17.289664013235093) | > loss_duration: 2.136164426803589 (2.038035178273142) | > loss_1: 29.20359992980957 (30.889959938020954) | > grad_norm_1: tensor(211.3853, device='cuda:0') (tensor(234.9246, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.4538 (0.38560472988284666) | > loader_time: 0.0067 (0.004336089449744241)  --> TIME: 2024-06-11 22:39:52 -- STEP: 294/330 -- GLOBAL_STEP: 322925 | > loss_disc: 2.295267105102539 (2.3669655217605374) | > loss_disc_real_0: 0.13702532649040222 (0.11993934715888938) | > loss_disc_real_1: 0.21532395482063293 (0.19862682590273767) | > loss_disc_real_2: 0.20559416711330414 (0.2113839507001599) | > loss_disc_real_3: 0.21996533870697021 (0.22994972076140294) | > loss_disc_real_4: 0.24936598539352417 (0.23106906405922506) | > loss_disc_real_5: 0.23273876309394836 (0.22186040452548436) | > loss_0: 2.295267105102539 (2.3669655217605374) | > grad_norm_0: tensor(11.8213, device='cuda:0') (tensor(20.2422, device='cuda:0')) | > loss_gen: 2.699705123901367 (2.4935018059347764) | > loss_kl: 2.067455291748047 (2.0157922181953385) | > loss_feat: 7.792149066925049 (7.037609066282) | > loss_mel: 17.516822814941406 (17.230506144413322) | > loss_duration: 2.1860320568084717 (2.0480632035910684) | > loss_1: 32.26216506958008 (30.82547239705819) | > grad_norm_1: tensor(236.4398, device='cuda:0') (tensor(232.1681, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.4597 (0.391503861972264) | > loader_time: 0.0072 (0.004510192644028434)  --> TIME: 2024-06-11 22:40:05 -- STEP: 319/330 -- GLOBAL_STEP: 322950 | > loss_disc: 2.4649908542633057 (2.3717471873124936) | > loss_disc_real_0: 0.1323656439781189 (0.12103775846640519) | > loss_disc_real_1: 0.24379031360149384 (0.19904595001551045) | > loss_disc_real_2: 0.2266380935907364 (0.21189264892410717) | > loss_disc_real_3: 0.26425498723983765 (0.2302968906104378) | > loss_disc_real_4: 0.26911434531211853 (0.23107976095056085) | > loss_disc_real_5: 0.24628770351409912 (0.22218691943020658) | > loss_0: 2.4649908542633057 (2.3717471873124936) | > grad_norm_0: tensor(30.1255, device='cuda:0') (tensor(20.0456, device='cuda:0')) | > loss_gen: 2.4016599655151367 (2.483516162465731) | > loss_kl: 2.1310365200042725 (2.0203855650552027) | > loss_feat: 7.005763053894043 (7.04501406301899) | > loss_mel: 16.611682891845703 (17.190028459674494) | > loss_duration: 2.233696699142456 (2.0620273153609996) | > loss_1: 30.383838653564453 (30.80097153044793) | > grad_norm_1: tensor(264.7989, device='cuda:0') (tensor(226.9567, device='cuda:0')) | > current_lr_0: 0.00018299097073853633 | > current_lr_1: 0.00018299097073853633 | > step_time: 0.5626 (0.40063533663376005) | > loader_time: 0.0095 (0.004759597927799043)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6958959102630615 (2.6958959102630615) | > loss_disc_real_0: 0.25673043727874756 (0.25673043727874756) | > loss_disc_real_1: 0.2990356385707855 (0.2990356385707855) | > loss_disc_real_2: 0.21177349984645844 (0.21177349984645844) | > loss_disc_real_3: 0.30810657143592834 (0.30810657143592834) | > loss_disc_real_4: 0.28749895095825195 (0.28749895095825195) | > loss_disc_real_5: 0.2602457106113434 (0.2602457106113434) | > loss_0: 2.6958959102630615 (2.6958959102630615) | > loss_gen: 2.4528236389160156 (2.4528236389160156) | > loss_kl: 2.28302264213562 (2.28302264213562) | > loss_feat: 4.080084323883057 (4.080084323883057) | > loss_mel: 15.671896934509277 (15.671896934509277) | > loss_duration: 3.0962014198303223 (3.0962014198303223) | > loss_1: 27.584028244018555 (27.584028244018555)  --> STEP: 1 | > loss_disc: 2.3542428016662598 (2.3542428016662598) | > loss_disc_real_0: 0.1493406593799591 (0.1493406593799591) | > loss_disc_real_1: 0.2635935842990875 (0.2635935842990875) | > loss_disc_real_2: 0.13781186938285828 (0.13781186938285828) | > loss_disc_real_3: 0.21197959780693054 (0.21197959780693054) | > loss_disc_real_4: 0.24056263267993927 (0.24056263267993927) | > loss_disc_real_5: 0.26571348309516907 (0.26571348309516907) | > loss_0: 2.3542428016662598 (2.3542428016662598) | > loss_gen: 2.5006043910980225 (2.5006043910980225) | > loss_kl: 2.5922141075134277 (2.5922141075134277) | > loss_feat: 7.291632652282715 (7.291632652282715) | > loss_mel: 17.634599685668945 (17.634599685668945) | > loss_duration: 2.4830026626586914 (2.4830026626586914) | > loss_1: 32.502052307128906 (32.502052307128906)  --> STEP: 2 | > loss_disc: 2.194270610809326 (2.274256706237793) | > loss_disc_real_0: 0.08322248607873917 (0.11628157272934914) | > loss_disc_real_1: 0.22960057854652405 (0.2465970814228058) | > loss_disc_real_2: 0.19549791514873505 (0.16665489226579666) | > loss_disc_real_3: 0.21443362534046173 (0.21320661157369614) | > loss_disc_real_4: 0.29070788621902466 (0.26563525944948196) | > loss_disc_real_5: 0.221038356423378 (0.24337591975927353) | > loss_0: 2.194270610809326 (2.274256706237793) | > loss_gen: 2.4742307662963867 (2.4874175786972046) | > loss_kl: 3.211695432662964 (2.901954770088196) | > loss_feat: 5.237321853637695 (6.264477252960205) | > loss_mel: 18.894407272338867 (18.264503479003906) | > loss_duration: 2.445528030395508 (2.4642653465270996) | > loss_1: 32.26318359375 (32.38261795043945)  --> STEP: 3 | > loss_disc: 2.43725323677063 (2.328588883082072) | > loss_disc_real_0: 0.1783898025751114 (0.1369843160112699) | > loss_disc_real_1: 0.20241115987300873 (0.23186844090620676) | > loss_disc_real_2: 0.1700427532196045 (0.16778417925039926) | > loss_disc_real_3: 0.24655203521251678 (0.22432175278663635) | > loss_disc_real_4: 0.2333095818758011 (0.2548600335915883) | > loss_disc_real_5: 0.21811896562576294 (0.23495693504810333) | > loss_0: 2.43725323677063 (2.328588883082072) | > loss_gen: 2.2061080932617188 (2.3936477502187095) | > loss_kl: 3.258023500442505 (3.0206443468729653) | > loss_feat: 5.03913688659668 (5.856030464172363) | > loss_mel: 15.149482727050781 (17.226163228352863) | > loss_duration: 2.3243489265441895 (2.4176265398661294) | > loss_1: 27.977100372314453 (30.914112091064453)  --> STEP: 4 | > loss_disc: 2.1419782638549805 (2.281936228275299) | > loss_disc_real_0: 0.11686624586582184 (0.13195479847490788) | > loss_disc_real_1: 0.246429905295372 (0.23550880700349808) | > loss_disc_real_2: 0.16237857937812805 (0.16643277928233147) | > loss_disc_real_3: 0.15104731917381287 (0.20600314438343048) | > loss_disc_real_4: 0.16202948987483978 (0.2316523976624012) | > loss_disc_real_5: 0.11303819715976715 (0.2044772505760193) | > loss_0: 2.1419782638549805 (2.281936228275299) | > loss_gen: 2.518465042114258 (2.4248520731925964) | > loss_kl: 3.23598575592041 (3.0744796991348267) | > loss_feat: 9.412337303161621 (6.745107173919678) | > loss_mel: 18.998271942138672 (17.669190406799316) | > loss_duration: 2.3728835582733154 (2.406440794467926) | > loss_1: 36.53794479370117 (32.32007026672363)  --> STEP: 5 | > loss_disc: 2.5488505363464355 (2.335319089889526) | > loss_disc_real_0: 0.23722180724143982 (0.15300820022821426) | > loss_disc_real_1: 0.35022199153900146 (0.25845144391059877) | > loss_disc_real_2: 0.2085224688053131 (0.1748507171869278) | > loss_disc_real_3: 0.2241443544626236 (0.2096313863992691) | > loss_disc_real_4: 0.2199169546365738 (0.22930530905723573) | > loss_disc_real_5: 0.16456709802150726 (0.19649522006511688) | > loss_0: 2.5488505363464355 (2.335319089889526) | > loss_gen: 2.384054660797119 (2.416692590713501) | > loss_kl: 2.5838382244110107 (2.9763514041900634) | > loss_feat: 5.287956714630127 (6.453677082061768) | > loss_mel: 17.5856990814209 (17.652492141723634) | > loss_duration: 2.386837959289551 (2.402520227432251) | > loss_1: 30.22838592529297 (31.9017333984375)  --> STEP: 6 | > loss_disc: 2.4341392517089844 (2.351789116859436) | > loss_disc_real_0: 0.13451510667800903 (0.14992601796984673) | > loss_disc_real_1: 0.2341904491186142 (0.25440794477860135) | > loss_disc_real_2: 0.2229602336883545 (0.1828689699371656) | > loss_disc_real_3: 0.3254100978374481 (0.22892783830563226) | > loss_disc_real_4: 0.2793242931365967 (0.23764180640379587) | > loss_disc_real_5: 0.26740360260009766 (0.20831328382094702) | > loss_0: 2.4341392517089844 (2.351789116859436) | > loss_gen: 2.558295249938965 (2.440293033917745) | > loss_kl: 3.149038791656494 (3.0051326354344687) | > loss_feat: 4.47206449508667 (6.123408317565918) | > loss_mel: 16.54324722290039 (17.467617988586426) | > loss_duration: 2.216122627258301 (2.3714539607365928) | > loss_1: 28.938766479492188 (31.40790557861328)  --> STEP: 7 | > loss_disc: 2.478256940841675 (2.3698559488568987) | > loss_disc_real_0: 0.2618996500968933 (0.16592225113085338) | > loss_disc_real_1: 0.34787875413894653 (0.26776091754436493) | > loss_disc_real_2: 0.2917633056640625 (0.19842530361243657) | > loss_disc_real_3: 0.28684917092323303 (0.23720231439386094) | > loss_disc_real_4: 0.23951809108257294 (0.2379098470721926) | > loss_disc_real_5: 0.19668951630592346 (0.20665274560451508) | > loss_0: 2.478256940841675 (2.3698559488568987) | > loss_gen: 2.9227468967437744 (2.5092150143214633) | > loss_kl: 4.518588542938232 (3.2213406222207204) | > loss_feat: 6.797175407409668 (6.219660758972168) | > loss_mel: 16.437664031982422 (17.32048170907157) | > loss_duration: 2.5083670616149902 (2.391012975147792) | > loss_1: 33.184539794921875 (31.661710466657365)  --> STEP: 8 | > loss_disc: 2.433454990386963 (2.3778058290481567) | > loss_disc_real_0: 0.20148076117038727 (0.17036706488579512) | > loss_disc_real_1: 0.2569015324115753 (0.2664034944027662) | > loss_disc_real_2: 0.18947160243988037 (0.19730609096586704) | > loss_disc_real_3: 0.24864888191223145 (0.23863313533365726) | > loss_disc_real_4: 0.1578768491744995 (0.22790572233498096) | > loss_disc_real_5: 0.14743290841579437 (0.199250265955925) | > loss_0: 2.433454990386963 (2.3778058290481567) | > loss_gen: 2.3160572052001953 (2.485070288181305) | > loss_kl: 3.214869499206543 (3.2205317318439484) | > loss_feat: 7.502143383026123 (6.379971086978912) | > loss_mel: 16.919652938842773 (17.27037811279297) | > loss_duration: 2.295513391494751 (2.379075527191162) | > loss_1: 32.24823760986328 (31.735026359558105)  --> STEP: 9 | > loss_disc: 2.451826572418213 (2.386030356089274) | > loss_disc_real_0: 0.06642791628837585 (0.15881827059719297) | > loss_disc_real_1: 0.20300951600074768 (0.2593597190247642) | > loss_disc_real_2: 0.18799273669719696 (0.1962712738249037) | > loss_disc_real_3: 0.16358861327171326 (0.2302948551045524) | > loss_disc_real_4: 0.15412309765815735 (0.219707652926445) | > loss_disc_real_5: 0.1574966013431549 (0.19461096988783944) | > loss_0: 2.451826572418213 (2.386030356089274) | > loss_gen: 2.241793632507324 (2.458039548661974) | > loss_kl: 2.773434638977051 (3.17085427708096) | > loss_feat: 12.46402359008789 (7.055976920657688) | > loss_mel: 19.445165634155273 (17.512021170722115) | > loss_duration: 2.1735401153564453 (2.356238259209527) | > loss_1: 39.09796142578125 (32.55313025580512)  --> STEP: 10 | > loss_disc: 2.4642727375030518 (2.393854594230652) | > loss_disc_real_0: 0.1949939876794815 (0.16243584230542182) | > loss_disc_real_1: 0.29909053444862366 (0.26333280056715014) | > loss_disc_real_2: 0.2176038771867752 (0.19840453416109086) | > loss_disc_real_3: 0.2610352337360382 (0.23336889296770097) | > loss_disc_real_4: 0.25631439685821533 (0.22336832731962203) | > loss_disc_real_5: 0.25260674953460693 (0.20041054785251616) | > loss_0: 2.4642727375030518 (2.393854594230652) | > loss_gen: 2.5628252029418945 (2.468518114089966) | > loss_kl: 2.8918914794921875 (3.1429579973220827) | > loss_feat: 4.592844009399414 (6.80966362953186) | > loss_mel: 14.073235511779785 (17.16814260482788) | > loss_duration: 2.3653311729431152 (2.357147550582886) | > loss_1: 26.486127853393555 (31.946430015563966)  --> STEP: 11 | > loss_disc: 2.5178256034851074 (2.405124685981057) | > loss_disc_real_0: 0.10993140935897827 (0.15766271203756332) | > loss_disc_real_1: 0.33557677268981934 (0.2699004343964837) | > loss_disc_real_2: 0.23771724104881287 (0.20197841660542923) | > loss_disc_real_3: 0.23330359160900116 (0.23336295648054642) | > loss_disc_real_4: 0.25374937057495117 (0.22613024034283377) | > loss_disc_real_5: 0.2637785077095032 (0.20617127147587863) | > loss_0: 2.5178256034851074 (2.405124685981057) | > loss_gen: 2.493107795715332 (2.470753539692272) | > loss_kl: 3.874145030975342 (3.209429545836015) | > loss_feat: 6.934127330780029 (6.820978511463512) | > loss_mel: 17.128938674926758 (17.164578611200508) | > loss_duration: 2.524219036102295 (2.3723358674482866) | > loss_1: 32.95453643798828 (32.03807605396617)  --> STEP: 12 | > loss_disc: 2.445725679397583 (2.408508102099101) | > loss_disc_real_0: 0.16382446885108948 (0.15817619177202383) | > loss_disc_real_1: 0.2681105136871338 (0.26975127433737117) | > loss_disc_real_2: 0.18301446735858917 (0.20039808750152588) | > loss_disc_real_3: 0.1959100365638733 (0.23024187982082367) | > loss_disc_real_4: 0.2553170919418335 (0.22856247797608376) | > loss_disc_real_5: 0.26400038599967957 (0.21099036435286203) | > loss_0: 2.445725679397583 (2.408508102099101) | > loss_gen: 2.486424446105957 (2.472059448560079) | > loss_kl: 3.1178712844848633 (3.201799690723419) | > loss_feat: 6.381860733032227 (6.784385363260905) | > loss_mel: 18.062965393066406 (17.239444176356) | > loss_duration: 2.2692394256591797 (2.3637444972991943) | > loss_1: 32.318359375 (32.06143299738566)  --> STEP: 13 | > loss_disc: 2.525526285171509 (2.4175095007969785) | > loss_disc_real_0: 0.13762834668159485 (0.1565955883035293) | > loss_disc_real_1: 0.22917690873146057 (0.26663016929076266) | > loss_disc_real_2: 0.2512705326080322 (0.20431135250971869) | > loss_disc_real_3: 0.24937324225902557 (0.23171352308530074) | > loss_disc_real_4: 0.27444756031036377 (0.2320920996941053) | > loss_disc_real_5: 0.2574091851711273 (0.21456104287734398) | > loss_0: 2.525526285171509 (2.4175095007969785) | > loss_gen: 2.4400177001953125 (2.4695946986858663) | > loss_kl: 2.87229585647583 (3.176453241935143) | > loss_feat: 4.516346454620361 (6.609920831827017) | > loss_mel: 14.648694038391113 (17.040155704204853) | > loss_duration: 2.2561609745025635 (2.3554688416994534) | > loss_1: 26.7335147857666 (31.651593134953426)  --> STEP: 14 | > loss_disc: 2.4233107566833496 (2.4179238762174333) | > loss_disc_real_0: 0.1552436649799347 (0.15649902235184396) | > loss_disc_real_1: 0.36824896931648254 (0.27388865500688553) | > loss_disc_real_2: 0.19239164888858795 (0.20345994510820933) | > loss_disc_real_3: 0.2543308436870575 (0.23332904598542623) | > loss_disc_real_4: 0.26715728640556335 (0.23459675588778087) | > loss_disc_real_5: 0.22606055438518524 (0.21538243655647551) | > loss_0: 2.4233107566833496 (2.4179238762174333) | > loss_gen: 2.732611894607544 (2.4883816412517) | > loss_kl: 3.834981918334961 (3.22349100453513) | > loss_feat: 6.537677764892578 (6.604760612760272) | > loss_mel: 18.0701961517334 (17.113730021885463) | > loss_duration: 2.4167332649230957 (2.3598448719297136) | > loss_1: 33.592201232910156 (31.79020799909319)  --> STEP: 15 | > loss_disc: 2.4336061477661133 (2.4189693609873455) | > loss_disc_real_0: 0.07693853974342346 (0.15119499017794927) | > loss_disc_real_1: 0.2711220383644104 (0.2737042138973872) | > loss_disc_real_2: 0.1968625783920288 (0.20302012066046396) | > loss_disc_real_3: 0.23117102682590485 (0.23318517804145814) | > loss_disc_real_4: 0.22507888078689575 (0.2339622308810552) | > loss_disc_real_5: 0.20134800672531128 (0.21444680790106455) | > loss_0: 2.4336061477661133 (2.4189693609873455) | > loss_gen: 2.434783935546875 (2.4848084608713785) | > loss_kl: 3.326047658920288 (3.230328114827474) | > loss_feat: 8.248595237731934 (6.714349587758382) | > loss_mel: 20.212509155273438 (17.32031529744466) | > loss_duration: 2.426088809967041 (2.3642611344655355) | > loss_1: 36.64802551269531 (32.1140625)  --> STEP: 16 | > loss_disc: 2.521658420562744 (2.425387427210808) | > loss_disc_real_0: 0.16621048748493195 (0.1521334587596357) | > loss_disc_real_1: 0.1960030049085617 (0.2688478883355856) | > loss_disc_real_2: 0.24847476184368134 (0.20586103573441505) | > loss_disc_real_3: 0.25065878033638 (0.23427727818489075) | > loss_disc_real_4: 0.2202320396900177 (0.23310409393161535) | > loss_disc_real_5: 0.2411215752363205 (0.21611398085951805) | > loss_0: 2.521658420562744 (2.425387427210808) | > loss_gen: 2.2764015197753906 (2.4717830270528793) | > loss_kl: 2.874035358428955 (3.2080598175525665) | > loss_feat: 6.609762668609619 (6.7078129053115845) | > loss_mel: 15.476682662963867 (17.205088257789612) | > loss_duration: 2.4635908603668213 (2.370469242334366) | > loss_1: 29.700471878051758 (31.96321308612824)  --> STEP: 17 | > loss_disc: 2.4864916801452637 (2.4289817950304817) | > loss_disc_real_0: 0.16076728701591492 (0.15264133101000504) | > loss_disc_real_1: 0.270199179649353 (0.26892737605992484) | > loss_disc_real_2: 0.2145797610282898 (0.2063739019281724) | > loss_disc_real_3: 0.27432093024253845 (0.23663278712945826) | > loss_disc_real_4: 0.21783128380775452 (0.23220569333609412) | > loss_disc_real_5: 0.2926320731639862 (0.22061504511272206) | > loss_0: 2.4864916801452637 (2.4289817950304817) | > loss_gen: 2.3762078285217285 (2.4661609565510467) | > loss_kl: 2.32065486907959 (3.155859526465921) | > loss_feat: 5.832048416137695 (6.656297347124885) | > loss_mel: 16.786447525024414 (17.180462332332837) | > loss_duration: 2.4591362476348877 (2.375684948528514) | > loss_1: 29.77449607849121 (31.83446502685547)  --> STEP: 18 | > loss_disc: 2.195923089981079 (2.4160340891944037) | > loss_disc_real_0: 0.13015851378440857 (0.15139228560858303) | > loss_disc_real_1: 0.162031888961792 (0.26298873788780636) | > loss_disc_real_2: 0.13351741433143616 (0.20232631928390926) | > loss_disc_real_3: 0.17926056683063507 (0.2334454415573014) | > loss_disc_real_4: 0.14888019859790802 (0.22757649918397269) | > loss_disc_real_5: 0.18663884699344635 (0.2187274785505401) | > loss_0: 2.195923089981079 (2.4160340891944037) | > loss_gen: 2.242856502532959 (2.453755153550042) | > loss_kl: 2.9059181213378906 (3.141973892847697) | > loss_feat: 7.582803726196289 (6.7077699237399635) | > loss_mel: 17.852733612060547 (17.217810736762154) | > loss_duration: 2.219994068145752 (2.3670354551739163) | > loss_1: 32.80430603027344 (31.88834508260091)  --> STEP: 19 | > loss_disc: 2.354531764984131 (2.412797124762284) | > loss_disc_real_0: 0.0925786942243576 (0.1482968334304659) | > loss_disc_real_1: 0.1880643367767334 (0.25904534835564463) | > loss_disc_real_2: 0.1921595335006714 (0.2017912252953178) | > loss_disc_real_3: 0.2491326630115509 (0.2342710847917356) | > loss_disc_real_4: 0.2572416067123413 (0.2291378206328342) | > loss_disc_real_5: 0.2841121256351471 (0.22216877576551938) | > loss_0: 2.354531764984131 (2.412797124762284) | > loss_gen: 2.419466257095337 (2.451950474789268) | > loss_kl: 2.2738335132598877 (3.0962822939220227) | > loss_feat: 6.559797286987305 (6.699981890226665) | > loss_mel: 17.331043243408203 (17.223770342375104) | > loss_duration: 2.349377155303955 (2.366106070970234) | > loss_1: 30.933515548706055 (31.838090896606445)  --> STEP: 20 | > loss_disc: 2.334102153778076 (2.408862376213073) | > loss_disc_real_0: 0.1392413079738617 (0.14784405715763568) | > loss_disc_real_1: 0.27086901664733887 (0.25963653177022933) | > loss_disc_real_2: 0.20338773727416992 (0.2018710508942604) | > loss_disc_real_3: 0.22376374900341034 (0.23374571800231933) | > loss_disc_real_4: 0.20605869591236115 (0.22798386439681054) | > loss_disc_real_5: 0.1893533170223236 (0.2205280028283596) | > loss_0: 2.334102153778076 (2.408862376213073) | > loss_gen: 2.4646408557891846 (2.452584993839264) | > loss_kl: 2.5356831550598145 (3.0682523369789125) | > loss_feat: 6.10655403137207 (6.6703104972839355) | > loss_mel: 18.981956481933594 (17.311679649353028) | > loss_duration: 2.2884271144866943 (2.362222123146057) | > loss_1: 32.377262115478516 (31.86504945755005)  --> STEP: 21 | > loss_disc: 2.371453046798706 (2.407080979574294) | > loss_disc_real_0: 0.22645923495292664 (0.15158763705264955) | > loss_disc_real_1: 0.20832140743732452 (0.2571929544210434) | > loss_disc_real_2: 0.1830785721540451 (0.20097617095425016) | > loss_disc_real_3: 0.2088160216808319 (0.23255858960605802) | > loss_disc_real_4: 0.21943636238574982 (0.22757684049152194) | > loss_disc_real_5: 0.22009918093681335 (0.22050758273828597) | > loss_0: 2.371453046798706 (2.407080979574294) | > loss_gen: 2.488532066345215 (2.45429675919669) | > loss_kl: 2.4935011863708496 (3.0408832345690047) | > loss_feat: 6.588506698608398 (6.666415078299386) | > loss_mel: 16.162784576416016 (17.25697036016555) | > loss_duration: 2.22945499420166 (2.3558998789106096) | > loss_1: 29.962779998779297 (31.774465197608585)  --> STEP: 22 | > loss_disc: 2.2470505237579346 (2.3998068679462774) | > loss_disc_real_0: 0.08292773365974426 (0.14846673235297203) | > loss_disc_real_1: 0.2651751637458801 (0.25755578211762686) | > loss_disc_real_2: 0.09512440115213394 (0.19616472687233577) | > loss_disc_real_3: 0.1726865917444229 (0.22983713515780188) | > loss_disc_real_4: 0.23052652180194855 (0.22771091691472314) | > loss_disc_real_5: 0.24248912930488586 (0.2215067439458587) | > loss_0: 2.2470505237579346 (2.3998068679462774) | > loss_gen: 2.302408218383789 (2.4473927346142856) | > loss_kl: 2.2201106548309326 (3.003575390035456) | > loss_feat: 7.454432010650635 (6.7022340297698975) | > loss_mel: 17.51066017150879 (17.268501715226606) | > loss_duration: 2.2297332286834717 (2.3501650311730127) | > loss_1: 31.717344284057617 (31.771868792447176)  --> STEP: 23 | > loss_disc: 2.663130760192871 (2.411255732826564) | > loss_disc_real_0: 0.14489856362342834 (0.1483115945821223) | > loss_disc_real_1: 0.4018010199069977 (0.2638273141954256) | > loss_disc_real_2: 0.22191064059734344 (0.19728411442559698) | > loss_disc_real_3: 0.26129505038261414 (0.23120487060235895) | > loss_disc_real_4: 0.26940107345581055 (0.22952353241650955) | > loss_disc_real_5: 0.2567377984523773 (0.22303852892440298) | > loss_0: 2.663130760192871 (2.411255732826564) | > loss_gen: 2.5206475257873535 (2.4505777255348535) | > loss_kl: 2.604576826095581 (2.986227626385896) | > loss_feat: 7.01009464263916 (6.715619273807691) | > loss_mel: 16.63783836364746 (17.241081569505774) | > loss_duration: 2.3469064235687256 (2.350023352581522) | > loss_1: 31.12006378173828 (31.743529444155484)  --> STEP: 24 | > loss_disc: 2.426258087158203 (2.4118808309237156) | > loss_disc_real_0: 0.14421077072620392 (0.14814072692145905) | > loss_disc_real_1: 0.3428080081939697 (0.26711817644536495) | > loss_disc_real_2: 0.19663552939891815 (0.19725709004948536) | > loss_disc_real_3: 0.26017919182777405 (0.23241213398675123) | > loss_disc_real_4: 0.2340288758277893 (0.2297112550586462) | > loss_disc_real_5: 0.23012536764144897 (0.22333381387094656) | > loss_0: 2.426258087158203 (2.4118808309237156) | > loss_gen: 2.4971606731414795 (2.4525186816851297) | > loss_kl: 2.171840190887451 (2.952294816573461) | > loss_feat: 4.826691150665283 (6.636913935343425) | > loss_mel: 18.31341552734375 (17.285762151082356) | > loss_duration: 2.4042510986328125 (2.3522828420003257) | > loss_1: 30.21335792541504 (31.6797722975413)  --> STEP: 25 | > loss_disc: 2.363246202468872 (2.4099354457855218) | > loss_disc_real_0: 0.07521971315145493 (0.14522388637065886) | > loss_disc_real_1: 0.2756303548812866 (0.2674586635828018) | > loss_disc_real_2: 0.16076186299324036 (0.19579728096723556) | > loss_disc_real_3: 0.21243838965892792 (0.2316131842136383) | > loss_disc_real_4: 0.2193138599395752 (0.22929535925388336) | > loss_disc_real_5: 0.22215069830417633 (0.22328648924827577) | > loss_0: 2.363246202468872 (2.4099354457855218) | > loss_gen: 2.299656629562378 (2.4464041996002197) | > loss_kl: 2.5224204063415527 (2.9350998401641846) | > loss_feat: 6.967554092407227 (6.650139541625976) | > loss_mel: 15.776002883911133 (17.22537178039551) | > loss_duration: 2.416077136993408 (2.354834613800049) | > loss_1: 29.98171043395996 (31.611849822998046)  --> STEP: 26 | > loss_disc: 2.5426273345947266 (2.4150389799704914) | > loss_disc_real_0: 0.07896207273006439 (0.14267535507678983) | > loss_disc_real_1: 0.42279329895973206 (0.27343307263576067) | > loss_disc_real_2: 0.2202082723379135 (0.19673616525072318) | > loss_disc_real_3: 0.21061299741268158 (0.2308054847212938) | > loss_disc_real_4: 0.16226938366889954 (0.22671743711599937) | > loss_disc_real_5: 0.1860768049955368 (0.22185534754624733) | > loss_0: 2.5426273345947266 (2.4150389799704914) | > loss_gen: 2.6273112297058105 (2.4533621622965884) | > loss_kl: 2.1947810649871826 (2.906626041118915) | > loss_feat: 13.723576545715332 (6.922194811014029) | > loss_mel: 20.510244369506836 (17.35171303382287) | > loss_duration: 2.2849678993225098 (2.3521474324739895) | > loss_1: 41.340885162353516 (31.986043489896336) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024990393565251278 (+7.54503103402946e-05) | > avg_loss_disc: 2.4150389799704914 (-0.07262786535116383) | > avg_loss_disc_real_0: 0.14267535507678983 (+0.0355685189939462) | > avg_loss_disc_real_1: 0.27343307263576067 (-0.021735516305153135) | > avg_loss_disc_real_2: 0.19673616525072318 (-0.06734689468374616) | > avg_loss_disc_real_3: 0.2308054847212938 (-0.03396613953205252) | > avg_loss_disc_real_4: 0.22671743711599937 (-0.015317748945492954) | > avg_loss_disc_real_5: 0.22185534754624733 (-0.042033590949498684) | > avg_loss_0: 2.4150389799704914 (-0.07262786535116383) | > avg_loss_gen: 2.4533621622965884 (-0.10414697573735188) | > avg_loss_kl: 2.906626041118915 (-0.06920117139816284) | > avg_loss_feat: 6.922194811014029 (+0.28538982684795666) | > avg_loss_mel: 17.35171303382287 (-0.12061254794780751) | > avg_loss_duration: 2.3521474324739895 (+0.019178555561946364) | > avg_loss_1: 31.986043489896336 (+0.010607352623576816)  > EPOCH: 712/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:40:30)   --> TIME: 2024-06-11 22:40:36 -- STEP: 14/330 -- GLOBAL_STEP: 322975 | > loss_disc: 2.3189704418182373 (2.363610097340175) | > loss_disc_real_0: 0.10207101702690125 (0.11014123686722346) | > loss_disc_real_1: 0.23764127492904663 (0.20624439311879023) | > loss_disc_real_2: 0.18692725896835327 (0.2182138551558767) | > loss_disc_real_3: 0.22431907057762146 (0.22834288754633494) | > loss_disc_real_4: 0.22944852709770203 (0.2295124658516475) | > loss_disc_real_5: 0.22398406267166138 (0.22566408663988113) | > loss_0: 2.3189704418182373 (2.363610097340175) | > grad_norm_0: tensor(8.6396, device='cuda:0') (tensor(8.1975, device='cuda:0')) | > loss_gen: 2.4795970916748047 (2.454995087214879) | > loss_kl: 1.9082684516906738 (1.896480849811009) | > loss_feat: 7.0242109298706055 (6.656766550881522) | > loss_mel: 16.082672119140625 (17.424889292035786) | > loss_duration: 2.014960289001465 (2.0659808005605425) | > loss_1: 29.509708404541016 (30.49911253792899) | > grad_norm_1: tensor(82.0480, device='cuda:0') (tensor(89.7327, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3692 (0.37787418706076487) | > loader_time: 0.0031 (0.0034109183720179965)  --> TIME: 2024-06-11 22:40:48 -- STEP: 39/330 -- GLOBAL_STEP: 323000 | > loss_disc: 2.3000640869140625 (2.324224808277228) | > loss_disc_real_0: 0.1093929335474968 (0.1049636504971064) | > loss_disc_real_1: 0.22100983560085297 (0.19785393659885114) | > loss_disc_real_2: 0.22218050062656403 (0.21087779295750153) | > loss_disc_real_3: 0.21029241383075714 (0.2277882756331028) | > loss_disc_real_4: 0.2328835129737854 (0.22594269460592514) | > loss_disc_real_5: 0.2183448076248169 (0.22082379192878038) | > loss_0: 2.3000640869140625 (2.324224808277228) | > grad_norm_0: tensor(13.6166, device='cuda:0') (tensor(7.6774, device='cuda:0')) | > loss_gen: 2.6499037742614746 (2.5038147217188125) | > loss_kl: 1.9610490798950195 (1.917257703267611) | > loss_feat: 7.848611354827881 (6.968113776965019) | > loss_mel: 17.477922439575195 (17.430510251949997) | > loss_duration: 2.023186206817627 (2.0181252650725527) | > loss_1: 31.96067237854004 (30.837821275759968) | > grad_norm_1: tensor(51.4571, device='cuda:0') (tensor(76.4661, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3595 (0.3702247142791748) | > loader_time: 0.2825 (0.05085489688775478) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_323000.pth  --> TIME: 2024-06-11 22:41:03 -- STEP: 64/330 -- GLOBAL_STEP: 323025 | > loss_disc: 2.3640389442443848 (2.3312289305031295) | > loss_disc_real_0: 0.07763195037841797 (0.10618123132735491) | > loss_disc_real_1: 0.19059425592422485 (0.19652889762073755) | > loss_disc_real_2: 0.1749342381954193 (0.21126306569203734) | > loss_disc_real_3: 0.23852790892124176 (0.2284215318504721) | > loss_disc_real_4: 0.2334778606891632 (0.22850313084200025) | > loss_disc_real_5: 0.24015159904956818 (0.21981904772110283) | > loss_0: 2.3640389442443848 (2.3312289305031295) | > grad_norm_0: tensor(10.3653, device='cuda:0') (tensor(7.9358, device='cuda:0')) | > loss_gen: 2.4680750370025635 (2.5052559226751328) | > loss_kl: 2.0450501441955566 (1.9277997575700283) | > loss_feat: 7.735768795013428 (7.009749621152878) | > loss_mel: 17.837350845336914 (17.41736254096032) | > loss_duration: 1.9813766479492188 (2.000681422650814) | > loss_1: 32.06761932373047 (30.86084896326065) | > grad_norm_1: tensor(77.9460, device='cuda:0') (tensor(84.6603, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3614 (0.3705509789288044) | > loader_time: 0.0036 (0.03251604735851288)  --> TIME: 2024-06-11 22:41:13 -- STEP: 89/330 -- GLOBAL_STEP: 323050 | > loss_disc: 2.325505256652832 (2.344008627902254) | > loss_disc_real_0: 0.1347145438194275 (0.10819142671783319) | > loss_disc_real_1: 0.2474060207605362 (0.19787240497181924) | > loss_disc_real_2: 0.22990547120571136 (0.21194189686453743) | > loss_disc_real_3: 0.21406544744968414 (0.2299924042452587) | > loss_disc_real_4: 0.2492923140525818 (0.23032451931680187) | > loss_disc_real_5: 0.20707125961780548 (0.22107656048924734) | > loss_0: 2.325505256652832 (2.344008627902254) | > grad_norm_0: tensor(15.2656, device='cuda:0') (tensor(8.9216, device='cuda:0')) | > loss_gen: 2.621058940887451 (2.497077856170998) | > loss_kl: 2.0648486614227295 (1.954593161518654) | > loss_feat: 7.040421962738037 (6.992718176895313) | > loss_mel: 17.51612663269043 (17.393947279855116) | > loss_duration: 1.985910177230835 (1.9937324470348572) | > loss_1: 31.22836685180664 (30.832068732615266) | > grad_norm_1: tensor(179.7788, device='cuda:0') (tensor(98.2918, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3709 (0.3686953608909348) | > loader_time: 0.0035 (0.024465030498718947)  --> TIME: 2024-06-11 22:41:22 -- STEP: 114/330 -- GLOBAL_STEP: 323075 | > loss_disc: 2.496858835220337 (2.3508543612664186) | > loss_disc_real_0: 0.13880132138729095 (0.11052305094505611) | > loss_disc_real_1: 0.1993558257818222 (0.19829768033926948) | > loss_disc_real_2: 0.22952210903167725 (0.21213176637365108) | > loss_disc_real_3: 0.2643888592720032 (0.2308581762930803) | > loss_disc_real_4: 0.2531529366970062 (0.23090385527987228) | > loss_disc_real_5: 0.2596219778060913 (0.22109621593303846) | > loss_0: 2.496858835220337 (2.3508543612664186) | > grad_norm_0: tensor(24.0634, device='cuda:0') (tensor(9.6387, device='cuda:0')) | > loss_gen: 2.4249093532562256 (2.496695545681736) | > loss_kl: 2.189326286315918 (1.9745994011561077) | > loss_feat: 6.765864372253418 (6.996542754926179) | > loss_mel: 17.37425422668457 (17.41938984184935) | > loss_duration: 2.008439302444458 (1.9949828752300196) | > loss_1: 30.762794494628906 (30.882210229572497) | > grad_norm_1: tensor(224.9065, device='cuda:0') (tensor(113.6111, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3746 (0.36943158350492766) | > loader_time: 0.0037 (0.019974223354406524)  --> TIME: 2024-06-11 22:41:32 -- STEP: 139/330 -- GLOBAL_STEP: 323100 | > loss_disc: 2.3834614753723145 (2.3533439018743483) | > loss_disc_real_0: 0.14665822684764862 (0.11267645303293955) | > loss_disc_real_1: 0.18682312965393066 (0.19854057028139238) | > loss_disc_real_2: 0.23458872735500336 (0.21175529298593673) | > loss_disc_real_3: 0.23751232028007507 (0.22973164283543182) | > loss_disc_real_4: 0.23284757137298584 (0.23018418434712526) | > loss_disc_real_5: 0.22965107858181 (0.220861842520803) | > loss_0: 2.3834614753723145 (2.3533439018743483) | > grad_norm_0: tensor(7.5051, device='cuda:0') (tensor(10.4557, device='cuda:0')) | > loss_gen: 2.533468246459961 (2.490674627770623) | > loss_kl: 1.8805286884307861 (1.9850895859354691) | > loss_feat: 6.975841522216797 (6.983828918539363) | > loss_mel: 16.08845329284668 (17.394241346729753) | > loss_duration: 2.0763673782348633 (2.000302140661281) | > loss_1: 29.55466079711914 (30.854136460119015) | > grad_norm_1: tensor(248.0008, device='cuda:0') (tensor(123.2190, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3886 (0.37140321903091533) | > loader_time: 0.004 (0.017188000164443638)  --> TIME: 2024-06-11 22:41:42 -- STEP: 164/330 -- GLOBAL_STEP: 323125 | > loss_disc: 2.3448619842529297 (2.356987514146942) | > loss_disc_real_0: 0.10912343114614487 (0.11401799661902393) | > loss_disc_real_1: 0.2647993564605713 (0.19919453488617408) | > loss_disc_real_2: 0.21900729835033417 (0.21182691305875778) | > loss_disc_real_3: 0.2463291734457016 (0.2299722897388586) | > loss_disc_real_4: 0.22337272763252258 (0.23053661252303823) | > loss_disc_real_5: 0.2328110635280609 (0.22124042053048204) | > loss_0: 2.3448619842529297 (2.356987514146942) | > grad_norm_0: tensor(8.2263, device='cuda:0') (tensor(11.1425, device='cuda:0')) | > loss_gen: 2.599289655685425 (2.4863932990446336) | > loss_kl: 1.9719994068145752 (1.9926213934654142) | > loss_feat: 7.522014617919922 (6.972770789774453) | > loss_mel: 17.747583389282227 (17.38627639630947) | > loss_duration: 2.0815584659576416 (2.0041224156937947) | > loss_1: 31.922443389892578 (30.842184171444032) | > grad_norm_1: tensor(147.5851, device='cuda:0') (tensor(135.6583, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3863 (0.3738417087531671) | > loader_time: 0.0042 (0.015280819520717708)  --> TIME: 2024-06-11 22:41:52 -- STEP: 189/330 -- GLOBAL_STEP: 323150 | > loss_disc: 2.378235340118408 (2.357289087204704) | > loss_disc_real_0: 0.0944662094116211 (0.1147351685576338) | > loss_disc_real_1: 0.21488238871097565 (0.19938990544705165) | > loss_disc_real_2: 0.21295510232448578 (0.2116422805363539) | > loss_disc_real_3: 0.21522465348243713 (0.22950116793314615) | > loss_disc_real_4: 0.24025581777095795 (0.23053034020479393) | > loss_disc_real_5: 0.20157624781131744 (0.2209031178995415) | > loss_0: 2.378235340118408 (2.357289087204704) | > grad_norm_0: tensor(19.0285, device='cuda:0') (tensor(12.7189, device='cuda:0')) | > loss_gen: 2.471949577331543 (2.4874585002818446) | > loss_kl: 2.084956169128418 (1.9955858313848103) | > loss_feat: 6.75175666809082 (6.974224998837426) | > loss_mel: 16.883373260498047 (17.349677060647004) | > loss_duration: 2.090541124343872 (2.011742866859234) | > loss_1: 30.282577514648438 (30.81868914447764) | > grad_norm_1: tensor(354.3876, device='cuda:0') (tensor(154.7393, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3967 (0.37633468108202417) | > loader_time: 0.0047 (0.013871649585703688)  --> TIME: 2024-06-11 22:42:02 -- STEP: 214/330 -- GLOBAL_STEP: 323175 | > loss_disc: 2.347215175628662 (2.356655300220595) | > loss_disc_real_0: 0.08797875791788101 (0.11512331821233313) | > loss_disc_real_1: 0.19115014374256134 (0.19953227196341364) | > loss_disc_real_2: 0.22604992985725403 (0.21208847724945745) | > loss_disc_real_3: 0.21546076238155365 (0.22949034978296154) | > loss_disc_real_4: 0.2209485024213791 (0.23017298757472884) | > loss_disc_real_5: 0.26359567046165466 (0.22142985428326598) | > loss_0: 2.347215175628662 (2.356655300220595) | > grad_norm_0: tensor(41.7850, device='cuda:0') (tensor(14.8458, device='cuda:0')) | > loss_gen: 2.3286447525024414 (2.4958590792718334) | > loss_kl: 1.904462218284607 (1.998664892722513) | > loss_feat: 6.829154968261719 (7.006279163271468) | > loss_mel: 16.538570404052734 (17.333243735482785) | > loss_duration: 2.1217899322509766 (2.019662030389376) | > loss_1: 29.722620010375977 (30.85370880198256) | > grad_norm_1: tensor(387.4609, device='cuda:0') (tensor(181.4373, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.3995 (0.3795444753682502) | > loader_time: 0.0063 (0.012839346288520594)  --> TIME: 2024-06-11 22:42:13 -- STEP: 239/330 -- GLOBAL_STEP: 323200 | > loss_disc: 2.332162618637085 (2.3550128757205453) | > loss_disc_real_0: 0.15536841750144958 (0.11565506212008049) | > loss_disc_real_1: 0.20416395366191864 (0.1990152582463859) | > loss_disc_real_2: 0.2028464525938034 (0.21182972785069853) | > loss_disc_real_3: 0.21752293407917023 (0.22941160925262644) | > loss_disc_real_4: 0.20525939762592316 (0.22972357952694514) | > loss_disc_real_5: 0.18119676411151886 (0.22027835686336503) | > loss_0: 2.332162618637085 (2.3550128757205453) | > grad_norm_0: tensor(41.7009, device='cuda:0') (tensor(17.5375, device='cuda:0')) | > loss_gen: 2.4251773357391357 (2.5074935737514097) | > loss_kl: 1.7447081804275513 (1.9999957214339497) | > loss_feat: 7.707894325256348 (7.026436867574269) | > loss_mel: 17.889530181884766 (17.315262567049313) | > loss_duration: 2.0696372985839844 (2.028375551790374) | > loss_1: 31.836946487426758 (30.8775641868304) | > grad_norm_1: tensor(101.9110, device='cuda:0') (tensor(208.8240, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.424 (0.38295911445777286) | > loader_time: 0.0055 (0.012059604772463999)  --> TIME: 2024-06-11 22:42:24 -- STEP: 264/330 -- GLOBAL_STEP: 323225 | > loss_disc: 2.432384729385376 (2.3570725312738694) | > loss_disc_real_0: 0.11499050259590149 (0.11724263788059804) | > loss_disc_real_1: 0.19615903496742249 (0.1986692650525859) | > loss_disc_real_2: 0.247238427400589 (0.21158912766611937) | > loss_disc_real_3: 0.22987094521522522 (0.22918626429005104) | > loss_disc_real_4: 0.18254457414150238 (0.23038234121420167) | > loss_disc_real_5: 0.18467655777931213 (0.220312545245344) | > loss_0: 2.432384729385376 (2.3570725312738694) | > grad_norm_0: tensor(40.2692, device='cuda:0') (tensor(19.2458, device='cuda:0')) | > loss_gen: 2.3256614208221436 (2.5050546517877867) | > loss_kl: 2.031010627746582 (2.0059652608452407) | > loss_feat: 6.546630382537842 (7.0229837713819565) | > loss_mel: 16.684886932373047 (17.27580449075412) | > loss_duration: 2.1519312858581543 (2.036602546771368) | > loss_1: 29.74011993408203 (30.846410606846664) | > grad_norm_1: tensor(412.4851, device='cuda:0') (tensor(231.2549, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.4429 (0.3874977140715628) | > loader_time: 0.0065 (0.011480465982899517)  --> TIME: 2024-06-11 22:42:35 -- STEP: 289/330 -- GLOBAL_STEP: 323250 | > loss_disc: 2.4279868602752686 (2.3614764667299784) | > loss_disc_real_0: 0.12619251012802124 (0.11840528703478381) | > loss_disc_real_1: 0.2395400106906891 (0.19934694144140064) | > loss_disc_real_2: 0.17089226841926575 (0.21156340646702526) | > loss_disc_real_3: 0.25698432326316833 (0.22974715678337118) | > loss_disc_real_4: 0.24750056862831116 (0.23054052172647627) | > loss_disc_real_5: 0.22844889760017395 (0.22050111774342288) | > loss_0: 2.4279868602752686 (2.3614764667299784) | > grad_norm_0: tensor(50.7081, device='cuda:0') (tensor(20.1081, device='cuda:0')) | > loss_gen: 2.4121053218841553 (2.4988173638248115) | > loss_kl: 1.998046636581421 (2.0101671486989834) | > loss_feat: 6.632705211639404 (7.008963640998393) | > loss_mel: 15.782840728759766 (17.220818882582527) | > loss_duration: 2.1935598850250244 (2.0464411491341257) | > loss_1: 29.019258499145508 (30.785208071804377) | > grad_norm_1: tensor(515.9096, device='cuda:0') (tensor(243.1853, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.4548 (0.3935102409969977) | > loader_time: 0.007 (0.011052693462701817)  --> TIME: 2024-06-11 22:42:48 -- STEP: 314/330 -- GLOBAL_STEP: 323275 | > loss_disc: 2.3525140285491943 (2.362531437236033) | > loss_disc_real_0: 0.1211831346154213 (0.11945700939673527) | > loss_disc_real_1: 0.23263610899448395 (0.19936477222070564) | > loss_disc_real_2: 0.21933142840862274 (0.2115237445208677) | > loss_disc_real_3: 0.21744294464588165 (0.2295647549686158) | > loss_disc_real_4: 0.2172151356935501 (0.23057704831764197) | > loss_disc_real_5: 0.20395299792289734 (0.22040290689202635) | > loss_0: 2.3525140285491943 (2.362531437236033) | > grad_norm_0: tensor(35.5681, device='cuda:0') (tensor(21.3133, device='cuda:0')) | > loss_gen: 2.4652254581451416 (2.495759385406592) | > loss_kl: 1.955839991569519 (2.013178833351012) | > loss_feat: 7.319578170776367 (7.022827839395802) | > loss_mel: 17.04723358154297 (17.180528109240694) | > loss_duration: 2.2404603958129883 (2.0591384635609438) | > loss_1: 31.028335571289062 (30.7714324817536) | > grad_norm_1: tensor(547.9238, device='cuda:0') (tensor(259.1052, device='cuda:0')) | > current_lr_0: 0.000182968096867194 | > current_lr_1: 0.000182968096867194 | > step_time: 0.5204 (0.40198692318740165) | > loader_time: 0.008 (0.010750775883911521)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8060221672058105 (2.8060221672058105) | > loss_disc_real_0: 0.38300079107284546 (0.38300079107284546) | > loss_disc_real_1: 0.3120768368244171 (0.3120768368244171) | > loss_disc_real_2: 0.31569918990135193 (0.31569918990135193) | > loss_disc_real_3: 0.31860342621803284 (0.31860342621803284) | > loss_disc_real_4: 0.27178141474723816 (0.27178141474723816) | > loss_disc_real_5: 0.2879604697227478 (0.2879604697227478) | > loss_0: 2.8060221672058105 (2.8060221672058105) | > loss_gen: 2.695409059524536 (2.695409059524536) | > loss_kl: 2.481398344039917 (2.481398344039917) | > loss_feat: 4.598313331604004 (4.598313331604004) | > loss_mel: 17.024805068969727 (17.024805068969727) | > loss_duration: 3.1008005142211914 (3.1008005142211914) | > loss_1: 29.900726318359375 (29.900726318359375)  --> STEP: 1 | > loss_disc: 2.5599303245544434 (2.5599303245544434) | > loss_disc_real_0: 0.17097054421901703 (0.17097054421901703) | > loss_disc_real_1: 0.26351767778396606 (0.26351767778396606) | > loss_disc_real_2: 0.2452324628829956 (0.2452324628829956) | > loss_disc_real_3: 0.2610369026660919 (0.2610369026660919) | > loss_disc_real_4: 0.27661094069480896 (0.27661094069480896) | > loss_disc_real_5: 0.2721523940563202 (0.2721523940563202) | > loss_0: 2.5599303245544434 (2.5599303245544434) | > loss_gen: 2.722254991531372 (2.722254991531372) | > loss_kl: 3.1183433532714844 (3.1183433532714844) | > loss_feat: 4.913112163543701 (4.913112163543701) | > loss_mel: 16.33250617980957 (16.33250617980957) | > loss_duration: 2.458465576171875 (2.458465576171875) | > loss_1: 29.5446834564209 (29.5446834564209)  --> STEP: 2 | > loss_disc: 2.442625045776367 (2.5012776851654053) | > loss_disc_real_0: 0.2783447504043579 (0.22465764731168747) | > loss_disc_real_1: 0.29838821291923523 (0.28095294535160065) | > loss_disc_real_2: 0.31246817111968994 (0.2788503170013428) | > loss_disc_real_3: 0.2977345287799835 (0.2793857157230377) | > loss_disc_real_4: 0.22907766699790955 (0.25284430384635925) | > loss_disc_real_5: 0.2317703515291214 (0.2519613727927208) | > loss_0: 2.442625045776367 (2.5012776851654053) | > loss_gen: 3.209486722946167 (2.9658708572387695) | > loss_kl: 2.937541961669922 (3.027942657470703) | > loss_feat: 6.61126708984375 (5.762189626693726) | > loss_mel: 17.862266540527344 (17.097386360168457) | > loss_duration: 2.547673225402832 (2.5030694007873535) | > loss_1: 33.168235778808594 (31.356459617614746)  --> STEP: 3 | > loss_disc: 2.1143603324890137 (2.372305234273275) | > loss_disc_real_0: 0.10027585178613663 (0.18319704880317053) | > loss_disc_real_1: 0.1417616605758667 (0.234555850426356) | > loss_disc_real_2: 0.2389112412929535 (0.265537291765213) | > loss_disc_real_3: 0.2481003999710083 (0.2689572771390279) | > loss_disc_real_4: 0.21166850626468658 (0.2391190379858017) | > loss_disc_real_5: 0.2198096364736557 (0.24124412735303244) | > loss_0: 2.1143603324890137 (2.372305234273275) | > loss_gen: 2.707744598388672 (2.879828770955404) | > loss_kl: 3.726039171218872 (3.2606414953867593) | > loss_feat: 6.735527038574219 (6.08663543065389) | > loss_mel: 15.242417335510254 (16.479063351949055) | > loss_duration: 2.314188003540039 (2.4401089350382485) | > loss_1: 30.725915908813477 (31.146278381347656)  --> STEP: 4 | > loss_disc: 2.4340980052948 (2.387753427028656) | > loss_disc_real_0: 0.2241424173116684 (0.193433390930295) | > loss_disc_real_1: 0.24028415977954865 (0.23598792776465416) | > loss_disc_real_2: 0.25494861602783203 (0.26289012283086777) | > loss_disc_real_3: 0.2512854039669037 (0.26453930884599686) | > loss_disc_real_4: 0.23891255259513855 (0.2390674166381359) | > loss_disc_real_5: 0.2276206910610199 (0.2378382682800293) | > loss_0: 2.4340980052948 (2.387753427028656) | > loss_gen: 2.5849287509918213 (2.806103765964508) | > loss_kl: 3.6554923057556152 (3.3593541979789734) | > loss_feat: 4.99760103225708 (5.8143768310546875) | > loss_mel: 18.063032150268555 (16.87505555152893) | > loss_duration: 2.388211965560913 (2.427134692668915) | > loss_1: 31.689266204833984 (31.28202533721924)  --> STEP: 5 | > loss_disc: 2.4003312587738037 (2.3902689933776857) | > loss_disc_real_0: 0.14600242674350739 (0.18394719809293747) | > loss_disc_real_1: 0.30525779724121094 (0.2498419016599655) | > loss_disc_real_2: 0.26307395100593567 (0.26292688846588136) | > loss_disc_real_3: 0.24192304909229279 (0.26001605689525603) | > loss_disc_real_4: 0.22171823680400848 (0.23559758067131042) | > loss_disc_real_5: 0.19501063227653503 (0.22927274107933043) | > loss_0: 2.4003312587738037 (2.3902689933776857) | > loss_gen: 2.702786922454834 (2.7854403972625734) | > loss_kl: 2.590284585952759 (3.2055402755737306) | > loss_feat: 6.546419620513916 (5.960785388946533) | > loss_mel: 17.076448440551758 (16.915334129333495) | > loss_duration: 2.33502197265625 (2.408712148666382) | > loss_1: 31.25096321105957 (31.275812911987305)  --> STEP: 6 | > loss_disc: 2.560255765914917 (2.4186001221338906) | > loss_disc_real_0: 0.2533610463142395 (0.1955161727964878) | > loss_disc_real_1: 0.31847432255744934 (0.2612806384762128) | > loss_disc_real_2: 0.26991748809814453 (0.26409198840459186) | > loss_disc_real_3: 0.31192636489868164 (0.268667774895827) | > loss_disc_real_4: 0.20721501111984253 (0.23086715241273245) | > loss_disc_real_5: 0.23217466473579407 (0.22975639502207437) | > loss_0: 2.560255765914917 (2.4186001221338906) | > loss_gen: 2.772963047027588 (2.7833608388900757) | > loss_kl: 3.3838143348693848 (3.235252618789673) | > loss_feat: 4.642743110656738 (5.741111675898234) | > loss_mel: 18.242876052856445 (17.136591116587322) | > loss_duration: 2.2128846645355225 (2.376074234644572) | > loss_1: 31.255281448364258 (31.272391001383465)  --> STEP: 7 | > loss_disc: 2.2534308433532715 (2.3950045108795166) | > loss_disc_real_0: 0.179582417011261 (0.19323992197002685) | > loss_disc_real_1: 0.24162954092025757 (0.25847333882536205) | > loss_disc_real_2: 0.18786640465259552 (0.2532026192971638) | > loss_disc_real_3: 0.2523590922355652 (0.26633796308721813) | > loss_disc_real_4: 0.20349648594856262 (0.22695705720356532) | > loss_disc_real_5: 0.1822795867919922 (0.22297399384634836) | > loss_0: 2.2534308433532715 (2.3950045108795166) | > loss_gen: 2.8206913471221924 (2.788693768637521) | > loss_kl: 4.221452713012695 (3.376138346535819) | > loss_feat: 6.618259429931641 (5.866418497903006) | > loss_mel: 18.452526092529297 (17.324581827436173) | > loss_duration: 2.5018434524536133 (2.394041265760149) | > loss_1: 34.61477279663086 (31.749874114990234)  --> STEP: 8 | > loss_disc: 2.5896897315979004 (2.4193401634693146) | > loss_disc_real_0: 0.44875556230545044 (0.22517937701195478) | > loss_disc_real_1: 0.19248326122760773 (0.2502245791256428) | > loss_disc_real_2: 0.28373873233795166 (0.2570196334272623) | > loss_disc_real_3: 0.24126455187797546 (0.2632037866860628) | > loss_disc_real_4: 0.1963515281677246 (0.22313136607408524) | > loss_disc_real_5: 0.21024765074253082 (0.22138320095837116) | > loss_0: 2.5896897315979004 (2.4193401634693146) | > loss_gen: 2.805947780609131 (2.790850520133972) | > loss_kl: 2.869866132736206 (3.3128543198108673) | > loss_feat: 6.590165138244629 (5.956886827945709) | > loss_mel: 16.57193946838379 (17.230501532554626) | > loss_duration: 2.2303950786590576 (2.373585492372513) | > loss_1: 31.068313598632812 (31.664679050445557)  --> STEP: 9 | > loss_disc: 2.5552000999450684 (2.4344357119666205) | > loss_disc_real_0: 0.30978748202323914 (0.23458027756876415) | > loss_disc_real_1: 0.2581879496574402 (0.25110939807362026) | > loss_disc_real_2: 0.24134741723537445 (0.2552782760726081) | > loss_disc_real_3: 0.2042085826396942 (0.2566487640142441) | > loss_disc_real_4: 0.18090476095676422 (0.21843952106104958) | > loss_disc_real_5: 0.2732067108154297 (0.22714136872026655) | > loss_0: 2.5552000999450684 (2.4344357119666205) | > loss_gen: 3.2544074058532715 (2.8423568407694497) | > loss_kl: 1.968955636024475 (3.1635322438346014) | > loss_feat: 9.197946548461914 (6.317004574669732) | > loss_mel: 18.094379425048828 (17.326487965053982) | > loss_duration: 2.1511950492858887 (2.3488754431406655) | > loss_1: 34.66688537597656 (31.998257531060112)  --> STEP: 10 | > loss_disc: 2.3079986572265625 (2.421792006492615) | > loss_disc_real_0: 0.17972859740257263 (0.22909510955214502) | > loss_disc_real_1: 0.2328951060771942 (0.24928796887397767) | > loss_disc_real_2: 0.196370929479599 (0.24938754141330718) | > loss_disc_real_3: 0.22189217805862427 (0.2531731054186821) | > loss_disc_real_4: 0.20836466550827026 (0.21743203550577164) | > loss_disc_real_5: 0.24896062910556793 (0.2293232947587967) | > loss_0: 2.3079986572265625 (2.421792006492615) | > loss_gen: 2.7880172729492188 (2.8369228839874268) | > loss_kl: 3.2118167877197266 (3.168360698223114) | > loss_feat: 7.894054412841797 (6.474709558486938) | > loss_mel: 17.847644805908203 (17.378603649139404) | > loss_duration: 2.316366672515869 (2.345624566078186) | > loss_1: 34.057899475097656 (32.20422172546387)  --> STEP: 11 | > loss_disc: 2.2481462955474854 (2.40600603277033) | > loss_disc_real_0: 0.1590336710214615 (0.22272588786753741) | > loss_disc_real_1: 0.23573100566864014 (0.24805551767349243) | > loss_disc_real_2: 0.21053706109523773 (0.24585567956620996) | > loss_disc_real_3: 0.1726248562335968 (0.24585053731094708) | > loss_disc_real_4: 0.14960427582263947 (0.2112658755345778) | > loss_disc_real_5: 0.24048852920532227 (0.2303383160721172) | > loss_0: 2.2481462955474854 (2.40600603277033) | > loss_gen: 2.693763017654419 (2.8239083506844262) | > loss_kl: 3.996772289276123 (3.243670842864297) | > loss_feat: 6.875053882598877 (6.511104497042569) | > loss_mel: 16.7462100982666 (17.321113326332785) | > loss_duration: 2.5329535007476807 (2.3626544692299585) | > loss_1: 32.84475326538086 (32.26245186545632)  --> STEP: 12 | > loss_disc: 2.3215982913970947 (2.3989720543225608) | > loss_disc_real_0: 0.21974852681159973 (0.22247777444620928) | > loss_disc_real_1: 0.2578548192977905 (0.24887212614218393) | > loss_disc_real_2: 0.2936657667160034 (0.24983985349535942) | > loss_disc_real_3: 0.1702495962381363 (0.23955045888821283) | > loss_disc_real_4: 0.20274437963962555 (0.21055575087666512) | > loss_disc_real_5: 0.17531004548072815 (0.22575262685616812) | > loss_0: 2.3215982913970947 (2.3989720543225608) | > loss_gen: 2.9696552753448486 (2.8360539277394614) | > loss_kl: 2.9647645950317383 (3.2204286555449166) | > loss_feat: 7.170168876647949 (6.566026528676351) | > loss_mel: 17.894771575927734 (17.3689181804657) | > loss_duration: 2.2607789039611816 (2.354164838790894) | > loss_1: 33.26013946533203 (32.3455924987793)  --> STEP: 13 | > loss_disc: 2.5224053859710693 (2.4084669259878306) | > loss_disc_real_0: 0.2138458490371704 (0.22181378018397552) | > loss_disc_real_1: 0.2486744076013565 (0.24885691702365875) | > loss_disc_real_2: 0.28782919049263 (0.25276211018745715) | > loss_disc_real_3: 0.23229923844337463 (0.23899267270014837) | > loss_disc_real_4: 0.2574774920940399 (0.21416511558569395) | > loss_disc_real_5: 0.2577894926071167 (0.2282170011447026) | > loss_0: 2.5224053859710693 (2.4084669259878306) | > loss_gen: 2.826293706893921 (2.8353031415205736) | > loss_kl: 3.326678514480591 (3.228601721616892) | > loss_feat: 5.63377571105957 (6.494314927321214) | > loss_mel: 15.99532413482666 (17.263257100031925) | > loss_duration: 2.2307326793670654 (2.3446700572967534) | > loss_1: 30.01280403137207 (32.166147232055664)  --> STEP: 14 | > loss_disc: 2.583887815475464 (2.4209969895226613) | > loss_disc_real_0: 0.34794020652770996 (0.2308228106370994) | > loss_disc_real_1: 0.28781017661094666 (0.251639292708465) | > loss_disc_real_2: 0.23236286640167236 (0.2513050213456154) | > loss_disc_real_3: 0.21648326516151428 (0.23738485787596023) | > loss_disc_real_4: 0.28405264019966125 (0.21915708162954875) | > loss_disc_real_5: 0.2613418996334076 (0.23058306532246725) | > loss_0: 2.583887815475464 (2.4209969895226613) | > loss_gen: 3.1462361812591553 (2.8575126443590437) | > loss_kl: 3.672011137008667 (3.260273822716304) | > loss_feat: 6.385719299316406 (6.486558096749442) | > loss_mel: 17.716079711914062 (17.29560157230922) | > loss_duration: 2.4222354888916016 (2.350210445267814) | > loss_1: 33.34228515625 (32.25015708378383)  --> STEP: 15 | > loss_disc: 2.6473140716552734 (2.4360847949981688) | > loss_disc_real_0: 0.2315400391817093 (0.23087062587340673) | > loss_disc_real_1: 0.2834204435348511 (0.2537580360968908) | > loss_disc_real_2: 0.17988884449005127 (0.24654394288857778) | > loss_disc_real_3: 0.1937320977449417 (0.23447467386722565) | > loss_disc_real_4: 0.18811000883579254 (0.21708727677663167) | > loss_disc_real_5: 0.2061225175857544 (0.22895236214001974) | > loss_0: 2.6473140716552734 (2.4360847949981688) | > loss_gen: 2.440828800201416 (2.829733721415202) | > loss_kl: 4.022778511047363 (3.3111074686050417) | > loss_feat: 8.13503646850586 (6.596456654866537) | > loss_mel: 16.3160457611084 (17.2302978515625) | > loss_duration: 2.3954062461853027 (2.3532234986623135) | > loss_1: 33.310096740722656 (32.32081972757975)  --> STEP: 16 | > loss_disc: 2.3489151000976562 (2.430636689066887) | > loss_disc_real_0: 0.26694294810295105 (0.23312514601275325) | > loss_disc_real_1: 0.21193766593933105 (0.2511442629620433) | > loss_disc_real_2: 0.27923861145973206 (0.24858735967427492) | > loss_disc_real_3: 0.20983409881591797 (0.23293463792651892) | > loss_disc_real_4: 0.15454794466495514 (0.2131785685196519) | > loss_disc_real_5: 0.25893160700798035 (0.23082606494426727) | > loss_0: 2.3489151000976562 (2.430636689066887) | > loss_gen: 3.1164040565490723 (2.8476506173610687) | > loss_kl: 2.716001510620117 (3.2739133462309837) | > loss_feat: 7.551743030548096 (6.656162053346634) | > loss_mel: 15.053059577941895 (17.094220459461212) | > loss_duration: 2.3819427490234375 (2.3550184518098836) | > loss_1: 30.819150924682617 (32.22696542739868)  --> STEP: 17 | > loss_disc: 2.703282356262207 (2.446674669490141) | > loss_disc_real_0: 0.3380699157714844 (0.23929836776326685) | > loss_disc_real_1: 0.23459722101688385 (0.2501709075535045) | > loss_disc_real_2: 0.20708443224430084 (0.24614601100192351) | > loss_disc_real_3: 0.32039913535118103 (0.23807960836326375) | > loss_disc_real_4: 0.3102099597454071 (0.21888629741528454) | > loss_disc_real_5: 0.3574509024620056 (0.2382745847982519) | > loss_0: 2.703282356262207 (2.446674669490141) | > loss_gen: 2.7441086769104004 (2.8415599149816178) | > loss_kl: 2.5792579650878906 (3.2330512649872722) | > loss_feat: 4.23651123046875 (6.513829652000876) | > loss_mel: 16.839609146118164 (17.079243323382208) | > loss_duration: 2.5256612300872803 (2.3650562622967892) | > loss_1: 28.925148010253906 (32.03274087344899)  --> STEP: 18 | > loss_disc: 2.7036385536193848 (2.4609504408306546) | > loss_disc_real_0: 0.318848192691803 (0.24371780248151886) | > loss_disc_real_1: 0.20289462804794312 (0.2475444475809733) | > loss_disc_real_2: 0.18506158888339996 (0.24275243199533886) | > loss_disc_real_3: 0.14373630285263062 (0.23283831361267301) | > loss_disc_real_4: 0.22605198621749878 (0.21928439123762977) | > loss_disc_real_5: 0.24630621075630188 (0.23872078624036577) | > loss_0: 2.7036385536193848 (2.4609504408306546) | > loss_gen: 2.8209152221679688 (2.8404129876030817) | > loss_kl: 2.9808332920074463 (3.219039155377282) | > loss_feat: 6.776360511779785 (6.528414699766371) | > loss_mel: 16.89360237121582 (17.06892993715074) | > loss_duration: 2.229987144470215 (2.3575524224175353) | > loss_1: 31.701698303222656 (32.014349619547524)  --> STEP: 19 | > loss_disc: 2.805032730102539 (2.479060035002859) | > loss_disc_real_0: 0.4290659427642822 (0.253472967759559) | > loss_disc_real_1: 0.243076890707016 (0.24730931300865977) | > loss_disc_real_2: 0.2671481966972351 (0.24403641961122813) | > loss_disc_real_3: 0.2941226363182068 (0.23606380428138532) | > loss_disc_real_4: 0.23116570711135864 (0.21990972365203657) | > loss_disc_real_5: 0.2964010536670685 (0.2417565897891396) | > loss_0: 2.805032730102539 (2.479060035002859) | > loss_gen: 2.9466822147369385 (2.846006104820653) | > loss_kl: 1.9028159379959106 (3.149764249199315) | > loss_feat: 5.530951976776123 (6.475916661714253) | > loss_mel: 12.897899627685547 (16.84940202612626) | > loss_duration: 2.35740327835083 (2.3575445727298137) | > loss_1: 25.635751724243164 (31.678633940847295)  --> STEP: 20 | > loss_disc: 2.298243761062622 (2.470019221305847) | > loss_disc_real_0: 0.21765103936195374 (0.2516818713396788) | > loss_disc_real_1: 0.2802492678165436 (0.24895631074905394) | > loss_disc_real_2: 0.23803624510765076 (0.24373641088604928) | > loss_disc_real_3: 0.265105277299881 (0.2375158779323101) | > loss_disc_real_4: 0.2210514396429062 (0.21996680945158004) | > loss_disc_real_5: 0.16062317788600922 (0.2376999191939831) | > loss_0: 2.298243761062622 (2.470019221305847) | > loss_gen: 2.985474109649658 (2.852979505062103) | > loss_kl: 2.111241102218628 (3.0978380918502806) | > loss_feat: 5.1527791023254395 (6.409759783744812) | > loss_mel: 18.090620040893555 (16.911462926864623) | > loss_duration: 2.3298211097717285 (2.3561583995819095) | > loss_1: 30.66993522644043 (31.62819900512695)  --> STEP: 21 | > loss_disc: 2.734902858734131 (2.482632727850051) | > loss_disc_real_0: 0.32617709040641785 (0.2552292627238092) | > loss_disc_real_1: 0.26232200860977173 (0.24959277255194529) | > loss_disc_real_2: 0.2615739405155182 (0.24458581705888113) | > loss_disc_real_3: 0.2841278612613678 (0.23973549618607476) | > loss_disc_real_4: 0.2853880524635315 (0.22308210673786344) | > loss_disc_real_5: 0.27495720982551575 (0.23947407589072273) | > loss_0: 2.734902858734131 (2.482632727850051) | > loss_gen: 2.7331809997558594 (2.8472748143332347) | > loss_kl: 2.5921120643615723 (3.073755900065104) | > loss_feat: 3.931976795196533 (6.291770117623465) | > loss_mel: 11.946765899658203 (16.675048782711936) | > loss_duration: 2.1987228393554688 (2.3486614681425553) | > loss_1: 23.402759552001953 (31.236511412121)  --> STEP: 22 | > loss_disc: 2.220318555831909 (2.470709356394681) | > loss_disc_real_0: 0.15140384435653687 (0.25050992552529683) | > loss_disc_real_1: 0.16869956254959106 (0.24591580846092917) | > loss_disc_real_2: 0.12381607294082642 (0.2390962832353332) | > loss_disc_real_3: 0.2048511952161789 (0.23814984614198859) | > loss_disc_real_4: 0.2615426182746887 (0.22483031180771915) | > loss_disc_real_5: 0.2896142899990082 (0.24175317653200842) | > loss_0: 2.220318555831909 (2.470709356394681) | > loss_gen: 2.941188097000122 (2.8515435999090024) | > loss_kl: 2.6183276176452637 (3.053054614500566) | > loss_feat: 7.944499969482422 (6.366894201798872) | > loss_mel: 19.333919525146484 (16.79590654373169) | > loss_duration: 2.2116098403930664 (2.3424318486993965) | > loss_1: 35.04954528808594 (31.40983113375577)  --> STEP: 23 | > loss_disc: 2.6273560523986816 (2.4775200823078984) | > loss_disc_real_0: 0.23637655377388 (0.24989543110132217) | > loss_disc_real_1: 0.2577102482318878 (0.2464286101901013) | > loss_disc_real_2: 0.26163217425346375 (0.24007610458394754) | > loss_disc_real_3: 0.30891332030296326 (0.24122651893159616) | > loss_disc_real_4: 0.21357731521129608 (0.22434105108613553) | > loss_disc_real_5: 0.2931423485279083 (0.24398748835791711) | > loss_0: 2.6273560523986816 (2.4775200823078984) | > loss_gen: 2.7182776927948 (2.8457494300344717) | > loss_kl: 2.184513807296753 (3.0152919707090957) | > loss_feat: 5.348334312438965 (6.322608989218007) | > loss_mel: 16.829710006713867 (16.797376259513523) | > loss_duration: 2.3021810054779053 (2.3406818120375923) | > loss_1: 29.38301658630371 (31.32170876212742)  --> STEP: 24 | > loss_disc: 2.678058624267578 (2.4858758548895517) | > loss_disc_real_0: 0.3174365758895874 (0.2527096454674999) | > loss_disc_real_1: 0.28031158447265625 (0.24784040078520775) | > loss_disc_real_2: 0.2763054668903351 (0.2415856613467137) | > loss_disc_real_3: 0.2986750602722168 (0.24362020815412203) | > loss_disc_real_4: 0.2537262737751007 (0.22556543536484241) | > loss_disc_real_5: 0.33697280287742615 (0.24786187646289667) | > loss_0: 2.678058624267578 (2.4858758548895517) | > loss_gen: 2.982602119445801 (2.8514516254266105) | > loss_kl: 2.732374906539917 (3.003503759702047) | > loss_feat: 6.266685962677002 (6.320278863112132) | > loss_mel: 16.51393699645996 (16.785566290219624) | > loss_duration: 2.4164443016052246 (2.3438385824362435) | > loss_1: 30.91204261779785 (31.30463933944702)  --> STEP: 25 | > loss_disc: 2.797837257385254 (2.49835431098938) | > loss_disc_real_0: 0.4879743158817291 (0.26212023228406905) | > loss_disc_real_1: 0.2512420415878296 (0.24797646641731264) | > loss_disc_real_2: 0.25271308422088623 (0.2420307582616806) | > loss_disc_real_3: 0.22554293274879456 (0.24289711713790893) | > loss_disc_real_4: 0.25043660402297974 (0.2265602821111679) | > loss_disc_real_5: 0.26288163661956787 (0.24846266686916352) | > loss_0: 2.797837257385254 (2.49835431098938) | > loss_gen: 2.4751994609832764 (2.836401538848877) | > loss_kl: 2.5411789417266846 (2.985010766983032) | > loss_feat: 5.022994518280029 (6.268387489318847) | > loss_mel: 15.134690284729004 (16.71953125) | > loss_duration: 2.3871467113494873 (2.3455709075927733) | > loss_1: 27.561208724975586 (31.154902114868165)  --> STEP: 26 | > loss_disc: 3.0527031421661377 (2.5196754198807936) | > loss_disc_real_0: 0.19217391312122345 (0.25942998923934424) | > loss_disc_real_1: 0.32834258675575256 (0.25106747104571414) | > loss_disc_real_2: 0.29077816009521484 (0.24390565833220115) | > loss_disc_real_3: 0.2900494933128357 (0.2447106700677138) | > loss_disc_real_4: 0.21330374479293823 (0.22605041529123598) | > loss_disc_real_5: 0.2377515584230423 (0.24805070115969732) | > loss_0: 3.0527031421661377 (2.5196754198807936) | > loss_gen: 2.0483672618865967 (2.8060925281964817) | > loss_kl: 2.3980395793914795 (2.962434952075665) | > loss_feat: 5.4123992919921875 (6.235464866344746) | > loss_mel: 12.372476577758789 (16.552336839529183) | > loss_duration: 2.30434250831604 (2.3439851999282837) | > loss_1: 24.53562355041504 (30.90031447777381) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024128327002892126 (-8.620665623591513e-05) | > avg_loss_disc: 2.5196754198807936 (+0.10463643991030214) | > avg_loss_disc_real_0: 0.25942998923934424 (+0.11675463416255441) | > avg_loss_disc_real_1: 0.25106747104571414 (-0.022365601590046524) | > avg_loss_disc_real_2: 0.24390565833220115 (+0.04716949308147797) | > avg_loss_disc_real_3: 0.2447106700677138 (+0.01390518534641999) | > avg_loss_disc_real_4: 0.22605041529123598 (-0.0006670218247633863) | > avg_loss_disc_real_5: 0.24805070115969732 (+0.02619535361344999) | > avg_loss_0: 2.5196754198807936 (+0.10463643991030214) | > avg_loss_gen: 2.8060925281964817 (+0.35273036589989326) | > avg_loss_kl: 2.962434952075665 (+0.05580891095674989) | > avg_loss_feat: 6.235464866344746 (-0.6867299446692829) | > avg_loss_mel: 16.552336839529183 (-0.7993761942936857) | > avg_loss_duration: 2.3439851999282837 (-0.008162232545705805) | > avg_loss_1: 30.90031447777381 (-1.085729012122524)  > EPOCH: 713/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:43:16)   --> TIME: 2024-06-11 22:43:20 -- STEP: 9/330 -- GLOBAL_STEP: 323300 | > loss_disc: 2.3852412700653076 (2.2950442102220325) | > loss_disc_real_0: 0.07517225295305252 (0.09276255716880162) | > loss_disc_real_1: 0.17554934322834015 (0.1787180718448427) | > loss_disc_real_2: 0.21476246416568756 (0.2095159043868383) | > loss_disc_real_3: 0.2648511230945587 (0.22929078174961937) | > loss_disc_real_4: 0.28567734360694885 (0.22047869861125946) | > loss_disc_real_5: 0.2530549168586731 (0.22066929439703623) | > loss_0: 2.3852412700653076 (2.2950442102220325) | > grad_norm_0: tensor(6.4655, device='cuda:0') (tensor(9.5854, device='cuda:0')) | > loss_gen: 2.6040549278259277 (2.5340056154463024) | > loss_kl: 1.8677994012832642 (2.000192231602139) | > loss_feat: 7.380460262298584 (7.226294994354248) | > loss_mel: 18.479270935058594 (18.025675031873917) | > loss_duration: 2.047302484512329 (2.1116612222459583) | > loss_1: 32.37889099121094 (31.89782969156901) | > grad_norm_1: tensor(102.9490, device='cuda:0') (tensor(153.6394, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3728 (0.3738068209754096) | > loader_time: 0.0038 (0.0032258828481038413)  --> TIME: 2024-06-11 22:43:30 -- STEP: 34/330 -- GLOBAL_STEP: 323325 | > loss_disc: 2.294633388519287 (2.344278903568492) | > loss_disc_real_0: 0.0969737321138382 (0.10455934462301872) | > loss_disc_real_1: 0.23683249950408936 (0.19227051252827926) | > loss_disc_real_2: 0.19593192636966705 (0.21198351023828282) | > loss_disc_real_3: 0.22830931842327118 (0.22577680209103754) | > loss_disc_real_4: 0.21693922579288483 (0.23107446949271596) | > loss_disc_real_5: 0.20502698421478271 (0.21963922197327895) | > loss_0: 2.294633388519287 (2.344278903568492) | > grad_norm_0: tensor(9.8899, device='cuda:0') (tensor(10.2578, device='cuda:0')) | > loss_gen: 2.5587759017944336 (2.4894441506441902) | > loss_kl: 1.9734097719192505 (1.9406085996066822) | > loss_feat: 7.482141494750977 (7.063764039207907) | > loss_mel: 17.41800308227539 (17.612159869250128) | > loss_duration: 2.004741907119751 (2.0219164280330433) | > loss_1: 31.43707275390625 (31.127893503974466) | > grad_norm_1: tensor(48.3885, device='cuda:0') (tensor(118.4523, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3644 (0.36507652787601247) | > loader_time: 0.0034 (0.0034595377304974723)  --> TIME: 2024-06-11 22:43:39 -- STEP: 59/330 -- GLOBAL_STEP: 323350 | > loss_disc: 2.289783239364624 (2.3599775241593193) | > loss_disc_real_0: 0.10539813339710236 (0.10841790915040647) | > loss_disc_real_1: 0.1747201681137085 (0.19492672964677973) | > loss_disc_real_2: 0.22309495508670807 (0.2129196085162082) | > loss_disc_real_3: 0.22794492542743683 (0.22724879520424343) | > loss_disc_real_4: 0.21343711018562317 (0.2326392021219609) | > loss_disc_real_5: 0.1941232681274414 (0.22240540006403195) | > loss_0: 2.289783239364624 (2.3599775241593193) | > grad_norm_0: tensor(11.3393, device='cuda:0') (tensor(9.5476, device='cuda:0')) | > loss_gen: 2.5957279205322266 (2.4841284671072232) | > loss_kl: 2.026588201522827 (1.9364555973117634) | > loss_feat: 7.390244960784912 (7.0407840356988425) | > loss_mel: 16.894454956054688 (17.524639954001216) | > loss_duration: 1.9417850971221924 (2.000053797738026) | > loss_1: 30.848800659179688 (30.986062066029692) | > grad_norm_1: tensor(141.2998, device='cuda:0') (tensor(109.0679, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3448 (0.36638313228801145) | > loader_time: 0.0035 (0.003507533315884865)  --> TIME: 2024-06-11 22:43:48 -- STEP: 84/330 -- GLOBAL_STEP: 323375 | > loss_disc: 2.3805854320526123 (2.3513684244382946) | > loss_disc_real_0: 0.12309172749519348 (0.11016895125309627) | > loss_disc_real_1: 0.18810729682445526 (0.19574857804746854) | > loss_disc_real_2: 0.1991073489189148 (0.21297045211706842) | > loss_disc_real_3: 0.2191184014081955 (0.22666039495241075) | > loss_disc_real_4: 0.21894174814224243 (0.2311283406757173) | > loss_disc_real_5: 0.20584765076637268 (0.2211558639648415) | > loss_0: 2.3805854320526123 (2.3513684244382946) | > grad_norm_0: tensor(6.2251, device='cuda:0') (tensor(9.7096, device='cuda:0')) | > loss_gen: 2.4238553047180176 (2.4862352666400716) | > loss_kl: 1.7851334810256958 (1.9559719065825145) | > loss_feat: 7.108644485473633 (7.079512141999745) | > loss_mel: 17.269275665283203 (17.49452240126473) | > loss_duration: 2.0625929832458496 (1.993499249219894) | > loss_1: 30.64950180053711 (31.009741079239618) | > grad_norm_1: tensor(62.8886, device='cuda:0') (tensor(115.1450, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3658 (0.36638995579310824) | > loader_time: 0.004 (0.003631889820098877)  --> TIME: 2024-06-11 22:43:58 -- STEP: 109/330 -- GLOBAL_STEP: 323400 | > loss_disc: 2.375920534133911 (2.352599388962492) | > loss_disc_real_0: 0.12448512017726898 (0.11223553435518108) | > loss_disc_real_1: 0.17238543927669525 (0.19590558836219507) | > loss_disc_real_2: 0.24019765853881836 (0.21202603050875007) | > loss_disc_real_3: 0.2509118616580963 (0.22790912176490924) | > loss_disc_real_4: 0.24226565659046173 (0.23176237038516123) | > loss_disc_real_5: 0.2234918475151062 (0.22213697884607753) | > loss_0: 2.375920534133911 (2.352599388962492) | > grad_norm_0: tensor(8.5861, device='cuda:0') (tensor(9.6757, device='cuda:0')) | > loss_gen: 2.466198444366455 (2.4794145592855736) | > loss_kl: 2.0487823486328125 (1.9660271898322148) | > loss_feat: 6.34376859664917 (7.065005770517052) | > loss_mel: 16.950437545776367 (17.458457115593298) | > loss_duration: 1.9486010074615479 (1.9946544126633108) | > loss_1: 29.757787704467773 (30.96355917694372) | > grad_norm_1: tensor(56.0909, device='cuda:0') (tensor(111.9009, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3591 (0.36685745869207814) | > loader_time: 0.0045 (0.0037052150166362796)  --> TIME: 2024-06-11 22:44:07 -- STEP: 134/330 -- GLOBAL_STEP: 323425 | > loss_disc: 2.3867838382720947 (2.3548819253693765) | > loss_disc_real_0: 0.10137771815061569 (0.11316927644743849) | > loss_disc_real_1: 0.2606740891933441 (0.1963059341729577) | > loss_disc_real_2: 0.22638170421123505 (0.2121805443025347) | > loss_disc_real_3: 0.21823740005493164 (0.22813851497511364) | > loss_disc_real_4: 0.2146320641040802 (0.23099648318628765) | > loss_disc_real_5: 0.2290896326303482 (0.22216294083132673) | > loss_0: 2.3867838382720947 (2.3548819253693765) | > grad_norm_0: tensor(10.9564, device='cuda:0') (tensor(9.6565, device='cuda:0')) | > loss_gen: 2.541283130645752 (2.4771243316024085) | > loss_kl: 2.119938611984253 (1.9758958478472126) | > loss_feat: 7.0711469650268555 (7.049730429008825) | > loss_mel: 17.694610595703125 (17.45368919799576) | > loss_duration: 2.0212349891662598 (1.9990455374788882) | > loss_1: 31.448213577270508 (30.95548541510283) | > grad_norm_1: tensor(147.1263, device='cuda:0') (tensor(107.6089, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3687 (0.36850203506982143) | > loader_time: 0.0046 (0.003799443814291883)  --> TIME: 2024-06-11 22:44:17 -- STEP: 159/330 -- GLOBAL_STEP: 323450 | > loss_disc: 2.384237289428711 (2.3578260019890167) | > loss_disc_real_0: 0.13049590587615967 (0.11416940700333075) | > loss_disc_real_1: 0.18369784951210022 (0.19677514137711916) | > loss_disc_real_2: 0.21057237684726715 (0.2133955270426828) | > loss_disc_real_3: 0.24485667049884796 (0.22848900918315793) | > loss_disc_real_4: 0.23294124007225037 (0.23070257499158006) | > loss_disc_real_5: 0.2561570107936859 (0.2219480033378181) | > loss_0: 2.384237289428711 (2.3578260019890167) | > grad_norm_0: tensor(20.3067, device='cuda:0') (tensor(9.8874, device='cuda:0')) | > loss_gen: 2.5482773780822754 (2.4777169887374764) | > loss_kl: 1.8302546739578247 (1.9826733878573533) | > loss_feat: 7.056526184082031 (7.029487945748575) | > loss_mel: 17.243196487426758 (17.42614304044711) | > loss_duration: 2.0201001167297363 (2.0030363655690127) | > loss_1: 30.698354721069336 (30.919057762098014) | > grad_norm_1: tensor(63.4968, device='cuda:0') (tensor(107.4327, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3701 (0.36969928771444827) | > loader_time: 0.0118 (0.003927163358004588)  --> TIME: 2024-06-11 22:44:27 -- STEP: 184/330 -- GLOBAL_STEP: 323475 | > loss_disc: 2.2940664291381836 (2.3604602593442667) | > loss_disc_real_0: 0.12698876857757568 (0.11508540481166997) | > loss_disc_real_1: 0.1999356597661972 (0.19644968495096854) | > loss_disc_real_2: 0.21722716093063354 (0.21345914867909058) | > loss_disc_real_3: 0.23731079697608948 (0.2283724074292442) | > loss_disc_real_4: 0.22746659815311432 (0.23052469049782856) | > loss_disc_real_5: 0.2387709617614746 (0.22303022978746373) | > loss_0: 2.2940664291381836 (2.3604602593442667) | > grad_norm_0: tensor(11.3624, device='cuda:0') (tensor(10.4080, device='cuda:0')) | > loss_gen: 2.659806489944458 (2.4736794920071294) | > loss_kl: 2.015796184539795 (1.9943456889494606) | > loss_feat: 6.6671857833862305 (7.010719107544941) | > loss_mel: 17.0982608795166 (17.382330536842336) | > loss_duration: 2.043985366821289 (2.0099318442137344) | > loss_1: 30.485034942626953 (30.871006696120553) | > grad_norm_1: tensor(53.8024, device='cuda:0') (tensor(115.7515, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3927 (0.3733445703983305) | > loader_time: 0.0053 (0.004032810097155366)  --> TIME: 2024-06-11 22:44:37 -- STEP: 209/330 -- GLOBAL_STEP: 323500 | > loss_disc: 2.33172607421875 (2.3658698700261467) | > loss_disc_real_0: 0.08316373080015182 (0.11701528802870564) | > loss_disc_real_1: 0.22514091432094574 (0.19749163390631885) | > loss_disc_real_2: 0.21532365679740906 (0.21335194912253386) | > loss_disc_real_3: 0.26179277896881104 (0.22900072823871265) | > loss_disc_real_4: 0.22801613807678223 (0.23047984473442917) | > loss_disc_real_5: 0.20538827776908875 (0.22288049408123253) | > loss_0: 2.33172607421875 (2.3658698700261467) | > grad_norm_0: tensor(23.3838, device='cuda:0') (tensor(12.7867, device='cuda:0')) | > loss_gen: 2.5137040615081787 (2.4739019619791103) | > loss_kl: 2.070693254470825 (2.004127816150063) | > loss_feat: 7.429272651672363 (7.006272076419666) | > loss_mel: 17.091455459594727 (17.35375123274954) | > loss_duration: 2.0997509956359863 (2.0180382945320834) | > loss_1: 31.204875946044922 (30.856091403504877) | > grad_norm_1: tensor(412.1980, device='cuda:0') (tensor(142.3537, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.3942 (0.3759030120794852) | > loader_time: 0.0052 (0.004143182170448121) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_323500.pth  --> TIME: 2024-06-11 22:44:52 -- STEP: 234/330 -- GLOBAL_STEP: 323525 | > loss_disc: 2.324077844619751 (2.3666775246970673) | > loss_disc_real_0: 0.15471339225769043 (0.11757542022591475) | > loss_disc_real_1: 0.1971987634897232 (0.19759492907259202) | > loss_disc_real_2: 0.20032352209091187 (0.2130068654560635) | > loss_disc_real_3: 0.2282196432352066 (0.22918832792430863) | > loss_disc_real_4: 0.2121783345937729 (0.23115432345204884) | > loss_disc_real_5: 0.262795627117157 (0.22223103103729394) | > loss_0: 2.324077844619751 (2.3666775246970673) | > grad_norm_0: tensor(49.2610, device='cuda:0') (tensor(15.1652, device='cuda:0')) | > loss_gen: 2.5405616760253906 (2.4827322409703156) | > loss_kl: 1.9650413990020752 (2.0087577094379663) | > loss_feat: 7.265756607055664 (7.011317809422811) | > loss_mel: 16.66167449951172 (17.339558470962395) | > loss_duration: 2.080831289291382 (2.0270405314926405) | > loss_1: 30.513864517211914 (30.86940679794703) | > grad_norm_1: tensor(635.3439, device='cuda:0') (tensor(173.2995, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.4094 (0.37991152563665653) | > loader_time: 0.0053 (0.004284167901063579)  --> TIME: 2024-06-11 22:45:03 -- STEP: 259/330 -- GLOBAL_STEP: 323550 | > loss_disc: 2.4817330837249756 (2.3684689630412685) | > loss_disc_real_0: 0.1260635405778885 (0.11869968204942451) | > loss_disc_real_1: 0.18599830567836761 (0.1973983283553805) | > loss_disc_real_2: 0.22183634340763092 (0.21319726132518077) | > loss_disc_real_3: 0.23614782094955444 (0.2291887164921374) | > loss_disc_real_4: 0.23332397639751434 (0.23089273429285145) | > loss_disc_real_5: 0.2330213189125061 (0.22210186829207948) | > loss_0: 2.4817330837249756 (2.3684689630412685) | > grad_norm_0: tensor(17.6778, device='cuda:0') (tensor(17.4312, device='cuda:0')) | > loss_gen: 2.230362892150879 (2.4829298161171556) | > loss_kl: 2.131007671356201 (2.0121745570746175) | > loss_feat: 6.5020551681518555 (7.012387170754804) | > loss_mel: 17.22614860534668 (17.305321454081295) | > loss_duration: 2.1383259296417236 (2.035371478460009) | > loss_1: 30.2278995513916 (30.848184534021325) | > grad_norm_1: tensor(119.1220, device='cuda:0') (tensor(198.4229, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.4159 (0.38363709781160676) | > loader_time: 0.0056 (0.004405539928716124)  --> TIME: 2024-06-11 22:45:14 -- STEP: 284/330 -- GLOBAL_STEP: 323575 | > loss_disc: 2.443615436553955 (2.366860675140166) | > loss_disc_real_0: 0.15810935199260712 (0.11943814799871663) | > loss_disc_real_1: 0.21607740223407745 (0.19770381751824437) | > loss_disc_real_2: 0.17566010355949402 (0.212482982433178) | > loss_disc_real_3: 0.2137143909931183 (0.2292151263272259) | > loss_disc_real_4: 0.2343975305557251 (0.23070741182481738) | > loss_disc_real_5: 0.2470923215150833 (0.22189331993880407) | > loss_0: 2.443615436553955 (2.366860675140166) | > grad_norm_0: tensor(35.9902, device='cuda:0') (tensor(18.6424, device='cuda:0')) | > loss_gen: 2.4363701343536377 (2.482224251182984) | > loss_kl: 2.108760118484497 (2.0169055058922574) | > loss_feat: 6.248915195465088 (6.998736250568444) | > loss_mel: 17.138900756835938 (17.257128641638964) | > loss_duration: 2.147181510925293 (2.0447016501090878) | > loss_1: 30.080127716064453 (30.799696324576793) | > grad_norm_1: tensor(502.4139, device='cuda:0') (tensor(213.5870, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.4633 (0.3887079030695094) | > loader_time: 0.0071 (0.004540183174778039)  --> TIME: 2024-06-11 22:45:27 -- STEP: 309/330 -- GLOBAL_STEP: 323600 | > loss_disc: 2.4572200775146484 (2.3702060682488097) | > loss_disc_real_0: 0.12042311578989029 (0.12027836411371585) | > loss_disc_real_1: 0.20705844461917877 (0.1978973955591134) | > loss_disc_real_2: 0.24633052945137024 (0.21265289722715763) | > loss_disc_real_3: 0.22220991551876068 (0.22935113185431968) | > loss_disc_real_4: 0.23598384857177734 (0.23109745265596507) | > loss_disc_real_5: 0.2127225250005722 (0.22220848086003733) | > loss_0: 2.4572200775146484 (2.3702060682488097) | > grad_norm_0: tensor(14.7259, device='cuda:0') (tensor(19.2097, device='cuda:0')) | > loss_gen: 2.2764687538146973 (2.4775937336548237) | > loss_kl: 1.9093165397644043 (2.0191056234551104) | > loss_feat: 6.887672424316406 (7.0017770332040135) | > loss_mel: 15.752262115478516 (17.20523612321774) | > loss_duration: 2.2278618812561035 (2.0565040937133574) | > loss_1: 29.05358123779297 (30.760216629620896) | > grad_norm_1: tensor(201.3314, device='cuda:0') (tensor(221.2395, device='cuda:0')) | > current_lr_0: 0.0001829452258550856 | > current_lr_1: 0.0001829452258550856 | > step_time: 0.5202 (0.3967148061709108) | > loader_time: 0.0078 (0.004739874003388735)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6235663890838623 (2.6235663890838623) | > loss_disc_real_0: 0.16003048419952393 (0.16003048419952393) | > loss_disc_real_1: 0.2236628383398056 (0.2236628383398056) | > loss_disc_real_2: 0.18456681072711945 (0.18456681072711945) | > loss_disc_real_3: 0.2306274175643921 (0.2306274175643921) | > loss_disc_real_4: 0.22590573132038116 (0.22590573132038116) | > loss_disc_real_5: 0.2345525026321411 (0.2345525026321411) | > loss_0: 2.6235663890838623 (2.6235663890838623) | > loss_gen: 2.1495425701141357 (2.1495425701141357) | > loss_kl: 2.5232739448547363 (2.5232739448547363) | > loss_feat: 7.640810966491699 (7.640810966491699) | > loss_mel: 18.127365112304688 (18.127365112304688) | > loss_duration: 3.0875773429870605 (3.0875773429870605) | > loss_1: 33.528568267822266 (33.528568267822266)  --> STEP: 1 | > loss_disc: 2.5493342876434326 (2.5493342876434326) | > loss_disc_real_0: 0.16170859336853027 (0.16170859336853027) | > loss_disc_real_1: 0.18414819240570068 (0.18414819240570068) | > loss_disc_real_2: 0.17782993614673615 (0.17782993614673615) | > loss_disc_real_3: 0.2278773933649063 (0.2278773933649063) | > loss_disc_real_4: 0.2618148922920227 (0.2618148922920227) | > loss_disc_real_5: 0.2662298083305359 (0.2662298083305359) | > loss_0: 2.5493342876434326 (2.5493342876434326) | > loss_gen: 2.171736717224121 (2.171736717224121) | > loss_kl: 2.852820873260498 (2.852820873260498) | > loss_feat: 5.669216156005859 (5.669216156005859) | > loss_mel: 16.39275360107422 (16.39275360107422) | > loss_duration: 2.4033846855163574 (2.4033846855163574) | > loss_1: 29.489913940429688 (29.489913940429688)  --> STEP: 2 | > loss_disc: 2.228889226913452 (2.3891117572784424) | > loss_disc_real_0: 0.08470887690782547 (0.12320873513817787) | > loss_disc_real_1: 0.19936726987361908 (0.19175773113965988) | > loss_disc_real_2: 0.1627793163061142 (0.17030462622642517) | > loss_disc_real_3: 0.23969949781894684 (0.23378844559192657) | > loss_disc_real_4: 0.16124241054058075 (0.21152865141630173) | > loss_disc_real_5: 0.19030098617076874 (0.2282653972506523) | > loss_0: 2.228889226913452 (2.3891117572784424) | > loss_gen: 2.212979793548584 (2.1923582553863525) | > loss_kl: 2.9050636291503906 (2.8789422512054443) | > loss_feat: 6.537786483764648 (6.103501319885254) | > loss_mel: 18.207059860229492 (17.299906730651855) | > loss_duration: 2.41888427734375 (2.4111344814300537) | > loss_1: 32.281776428222656 (30.885845184326172)  --> STEP: 3 | > loss_disc: 2.3674657344818115 (2.381896416346232) | > loss_disc_real_0: 0.09453465789556503 (0.11365070939064026) | > loss_disc_real_1: 0.1560819298028946 (0.17986579736073813) | > loss_disc_real_2: 0.15410667657852173 (0.16490530967712402) | > loss_disc_real_3: 0.22056829929351807 (0.22938173015912375) | > loss_disc_real_4: 0.16463904082775116 (0.1958987812201182) | > loss_disc_real_5: 0.21061134338378906 (0.22238071262836456) | > loss_0: 2.3674657344818115 (2.381896416346232) | > loss_gen: 2.05021333694458 (2.1449766159057617) | > loss_kl: 3.0988669395446777 (2.9522504806518555) | > loss_feat: 7.028900146484375 (6.411967595418294) | > loss_mel: 16.629806518554688 (17.076539993286133) | > loss_duration: 2.3386144638061523 (2.3869611422220864) | > loss_1: 31.146400451660156 (30.972696940104168)  --> STEP: 4 | > loss_disc: 2.300546646118164 (2.361558973789215) | > loss_disc_real_0: 0.1476348340511322 (0.12214674055576324) | > loss_disc_real_1: 0.15412810444831848 (0.1734313741326332) | > loss_disc_real_2: 0.12053495645523071 (0.1538127213716507) | > loss_disc_real_3: 0.2153148353099823 (0.22586500644683838) | > loss_disc_real_4: 0.17279914021492004 (0.19012387096881866) | > loss_disc_real_5: 0.18733187019824982 (0.21361850202083588) | > loss_0: 2.300546646118164 (2.361558973789215) | > loss_gen: 2.2580549716949463 (2.173246204853058) | > loss_kl: 3.218592643737793 (3.01883602142334) | > loss_feat: 7.704776763916016 (6.735169887542725) | > loss_mel: 18.624834060668945 (17.463613510131836) | > loss_duration: 2.3159079551696777 (2.3691978454589844) | > loss_1: 34.12216567993164 (31.760064125061035)  --> STEP: 5 | > loss_disc: 2.2143142223358154 (2.3321100234985352) | > loss_disc_real_0: 0.12359219789505005 (0.1224358320236206) | > loss_disc_real_1: 0.2254759520292282 (0.1838402897119522) | > loss_disc_real_2: 0.1985083967447281 (0.16275185644626616) | > loss_disc_real_3: 0.16643647849559784 (0.21397930085659028) | > loss_disc_real_4: 0.15943004190921783 (0.1839851051568985) | > loss_disc_real_5: 0.1276053935289383 (0.19641588032245635) | > loss_0: 2.2143142223358154 (2.3321100234985352) | > loss_gen: 2.636470079421997 (2.2658909797668456) | > loss_kl: 2.5951895713806152 (2.934106731414795) | > loss_feat: 7.048474311828613 (6.7978307723999025) | > loss_mel: 18.434585571289062 (17.657807922363283) | > loss_duration: 2.3154351711273193 (2.3584453105926513) | > loss_1: 33.030155181884766 (32.01408233642578)  --> STEP: 6 | > loss_disc: 2.3488516807556152 (2.3349002997080484) | > loss_disc_real_0: 0.11011996865272522 (0.12038318812847137) | > loss_disc_real_1: 0.18123933672904968 (0.18340679754813513) | > loss_disc_real_2: 0.1572563350200653 (0.16183593620856604) | > loss_disc_real_3: 0.23948046565055847 (0.2182294949889183) | > loss_disc_real_4: 0.19624795019626617 (0.18602891266345978) | > loss_disc_real_5: 0.2075471431016922 (0.19827109078566232) | > loss_0: 2.3488516807556152 (2.3349002997080484) | > loss_gen: 2.3931174278259277 (2.287095387776693) | > loss_kl: 3.2921178340911865 (2.993775248527527) | > loss_feat: 7.101364612579346 (6.848419745763143) | > loss_mel: 18.070262908935547 (17.726550420125324) | > loss_duration: 2.191291093826294 (2.3305862744649253) | > loss_1: 33.048152923583984 (32.186427434285484)  --> STEP: 7 | > loss_disc: 2.479663133621216 (2.3555807045527866) | > loss_disc_real_0: 0.18041037023067474 (0.12895849985735758) | > loss_disc_real_1: 0.22271649539470673 (0.18902246866907393) | > loss_disc_real_2: 0.2421242594718933 (0.17330569667475565) | > loss_disc_real_3: 0.23454634845256805 (0.22056047405515397) | > loss_disc_real_4: 0.20304419100284576 (0.1884596667119435) | > loss_disc_real_5: 0.2216869741678238 (0.20161621698311397) | > loss_0: 2.479663133621216 (2.3555807045527866) | > loss_gen: 2.1692538261413574 (2.2702608789716447) | > loss_kl: 3.908782958984375 (3.124490635735648) | > loss_feat: 5.690499305725098 (6.6830025400434225) | > loss_mel: 16.90692710876465 (17.60946137564523) | > loss_duration: 2.5341100692749023 (2.359661102294922) | > loss_1: 31.209575653076172 (32.04687717982701)  --> STEP: 8 | > loss_disc: 2.060194730758667 (2.3186574578285217) | > loss_disc_real_0: 0.10115300118923187 (0.12548281252384186) | > loss_disc_real_1: 0.17117881774902344 (0.1867920123040676) | > loss_disc_real_2: 0.15953683853149414 (0.17158458940684795) | > loss_disc_real_3: 0.1640266478061676 (0.21349374577403069) | > loss_disc_real_4: 0.14978331327438354 (0.1836251225322485) | > loss_disc_real_5: 0.17790436744689941 (0.19865223579108715) | > loss_0: 2.060194730758667 (2.3186574578285217) | > loss_gen: 2.4400126934051514 (2.291479855775833) | > loss_kl: 3.3147120475769043 (3.148268312215805) | > loss_feat: 10.362829208374023 (7.142980873584747) | > loss_mel: 20.24579429626465 (17.939002990722656) | > loss_duration: 2.2771501541137695 (2.349347233772278) | > loss_1: 38.640499114990234 (32.87107992172241)  --> STEP: 9 | > loss_disc: 2.325958728790283 (2.319468710157606) | > loss_disc_real_0: 0.10374654084444046 (0.12306767122613059) | > loss_disc_real_1: 0.15941964089870453 (0.18375063770347172) | > loss_disc_real_2: 0.243268221616745 (0.17954943743016985) | > loss_disc_real_3: 0.1298980712890625 (0.2042053374979231) | > loss_disc_real_4: 0.2536180913448334 (0.19140211906698015) | > loss_disc_real_5: 0.19051748514175415 (0.19774837460782793) | > loss_0: 2.325958728790283 (2.319468710157606) | > loss_gen: 2.45174241065979 (2.309286806318495) | > loss_kl: 2.3658454418182373 (3.061332437727186) | > loss_feat: 10.141387939453125 (7.47613721423679) | > loss_mel: 18.553945541381836 (18.0073299407959) | > loss_duration: 2.141483783721924 (2.3262512948777943) | > loss_1: 35.6544075012207 (33.180338541666664)  --> STEP: 10 | > loss_disc: 2.40901780128479 (2.3284236192703247) | > loss_disc_real_0: 0.11482151597738266 (0.12224305570125579) | > loss_disc_real_1: 0.17506293952465057 (0.1828818678855896) | > loss_disc_real_2: 0.1979333609342575 (0.1813878297805786) | > loss_disc_real_3: 0.2506772577762604 (0.20885252952575684) | > loss_disc_real_4: 0.2588580548763275 (0.1981477126479149) | > loss_disc_real_5: 0.2580636739730835 (0.2037799045443535) | > loss_0: 2.40901780128479 (2.3284236192703247) | > loss_gen: 2.482023000717163 (2.3265604257583616) | > loss_kl: 2.9054181575775146 (3.045741009712219) | > loss_feat: 6.539290904998779 (7.382452583312988) | > loss_mel: 18.64644432067871 (18.07124137878418) | > loss_duration: 2.3660478591918945 (2.330230951309204) | > loss_1: 32.93922424316406 (33.156227111816406)  --> STEP: 11 | > loss_disc: 2.4445981979370117 (2.3389849446036597) | > loss_disc_real_0: 0.09363476932048798 (0.11964230239391327) | > loss_disc_real_1: 0.20507782697677612 (0.18489968234842474) | > loss_disc_real_2: 0.23522059619426727 (0.1862817176363685) | > loss_disc_real_3: 0.2512105703353882 (0.2127032605084506) | > loss_disc_real_4: 0.21126048266887665 (0.1993397826498205) | > loss_disc_real_5: 0.20123226940631866 (0.2035483013499867) | > loss_0: 2.4445981979370117 (2.3389849446036597) | > loss_gen: 2.220611572265625 (2.3169287118044766) | > loss_kl: 4.100230693817139 (3.141603708267212) | > loss_feat: 5.875059127807617 (7.245416814630682) | > loss_mel: 16.80634117126465 (17.95625045082786) | > loss_duration: 2.5445897579193115 (2.349718115546487) | > loss_1: 31.546833038330078 (33.00991855968129)  --> STEP: 12 | > loss_disc: 2.552807331085205 (2.356803476810455) | > loss_disc_real_0: 0.09438450634479523 (0.11753748605648677) | > loss_disc_real_1: 0.16178427636623383 (0.1829733985165755) | > loss_disc_real_2: 0.21854545176029205 (0.18897036214669546) | > loss_disc_real_3: 0.2902502119541168 (0.2191655064622561) | > loss_disc_real_4: 0.22300618886947632 (0.20131198316812515) | > loss_disc_real_5: 0.1947650909423828 (0.20281636714935303) | > loss_0: 2.552807331085205 (2.356803476810455) | > loss_gen: 1.909167766571045 (2.282948633035024) | > loss_kl: 2.788928270339966 (3.1122140884399414) | > loss_feat: 5.430286407470703 (7.094155947367351) | > loss_mel: 16.89044952392578 (17.867433706919353) | > loss_duration: 2.2589597702026367 (2.342154920101166) | > loss_1: 29.277793884277344 (32.69890817006429)  --> STEP: 13 | > loss_disc: 2.383568048477173 (2.358862290015587) | > loss_disc_real_0: 0.08888658881187439 (0.11533357088382427) | > loss_disc_real_1: 0.25057926774024963 (0.18817384999531966) | > loss_disc_real_2: 0.21224194765090942 (0.19076048410855806) | > loss_disc_real_3: 0.24172192811965942 (0.2209006158205179) | > loss_disc_real_4: 0.14773640036582947 (0.19719078449102548) | > loss_disc_real_5: 0.18470093607902527 (0.2014228724516355) | > loss_0: 2.383568048477173 (2.358862290015587) | > loss_gen: 2.241215229034424 (2.279738371188824) | > loss_kl: 3.416553020477295 (3.1356247755197377) | > loss_feat: 5.474425792694092 (6.969561320084792) | > loss_mel: 16.41602325439453 (17.75578674903283) | > loss_duration: 2.3091788291931152 (2.339618297723624) | > loss_1: 29.857397079467773 (32.480330393864556)  --> STEP: 14 | > loss_disc: 2.282681941986084 (2.3534208365849083) | > loss_disc_real_0: 0.09451425075531006 (0.1138464765889304) | > loss_disc_real_1: 0.14566339552402496 (0.18513738896165574) | > loss_disc_real_2: 0.16551066935062408 (0.1889569259115628) | > loss_disc_real_3: 0.1899416446685791 (0.21868926073823655) | > loss_disc_real_4: 0.232889324426651 (0.19974068020071303) | > loss_disc_real_5: 0.22954054176807404 (0.2034312774028097) | > loss_0: 2.282681941986084 (2.3534208365849083) | > loss_gen: 2.1303224563598633 (2.2690658058438986) | > loss_kl: 3.455271005630493 (3.1584566490990773) | > loss_feat: 7.799909591674805 (7.02887191091265) | > loss_mel: 17.580907821655273 (17.74329539707729) | > loss_duration: 2.3726322650909424 (2.3419764382498616) | > loss_1: 33.33904266357422 (32.5416669845581)  --> STEP: 15 | > loss_disc: 2.4047534465789795 (2.356843010584513) | > loss_disc_real_0: 0.10007786750793457 (0.11292856931686401) | > loss_disc_real_1: 0.21087700128555298 (0.18685336311658224) | > loss_disc_real_2: 0.15391898155212402 (0.18662106295426686) | > loss_disc_real_3: 0.1682281196117401 (0.2153251846631368) | > loss_disc_real_4: 0.14674152433872223 (0.19620740314324697) | > loss_disc_real_5: 0.22830118238925934 (0.205089271068573) | > loss_0: 2.4047534465789795 (2.356843010584513) | > loss_gen: 2.1241507530212402 (2.259404802322388) | > loss_kl: 3.8330368995666504 (3.2034286657969155) | > loss_feat: 8.61178970336914 (7.134399763743082) | > loss_mel: 17.730194091796875 (17.74242197672526) | > loss_duration: 2.3860280513763428 (2.3449132124582936) | > loss_1: 34.68519973754883 (32.68456916809081)  --> STEP: 16 | > loss_disc: 2.4086856842041016 (2.360083177685737) | > loss_disc_real_0: 0.12613892555236816 (0.11375421658158302) | > loss_disc_real_1: 0.20078147947788239 (0.1877238703891635) | > loss_disc_real_2: 0.21210096776485443 (0.1882135570049286) | > loss_disc_real_3: 0.17658643424510956 (0.2129040127620101) | > loss_disc_real_4: 0.20186932384967804 (0.1965612731873989) | > loss_disc_real_5: 0.22131235897541046 (0.20610321406275034) | > loss_0: 2.4086856842041016 (2.360083177685737) | > loss_gen: 2.2806365489959717 (2.260731786489487) | > loss_kl: 2.55411434173584 (3.1628465205430984) | > loss_feat: 6.700961112976074 (7.107309848070145) | > loss_mel: 17.56391143798828 (17.7312650680542) | > loss_duration: 2.402754783630371 (2.3485283106565484) | > loss_1: 31.502376556396484 (32.61068212985991)  --> STEP: 17 | > loss_disc: 2.4782254695892334 (2.3670327242682956) | > loss_disc_real_0: 0.09372973442077637 (0.11257630586624146) | > loss_disc_real_1: 0.18522754311561584 (0.1875770276083666) | > loss_disc_real_2: 0.19699759781360626 (0.188730265287792) | > loss_disc_real_3: 0.19406484067440033 (0.21179582616862128) | > loss_disc_real_4: 0.2096482813358307 (0.19733109719613018) | > loss_disc_real_5: 0.26483726501464844 (0.2095581582363914) | > loss_0: 2.4782254695892334 (2.3670327242682956) | > loss_gen: 2.2022294998168945 (2.2572904755087464) | > loss_kl: 2.278062105178833 (3.1108003784628475) | > loss_feat: 7.717688083648682 (7.143214450163) | > loss_mel: 19.245176315307617 (17.820318670833814) | > loss_duration: 2.500169038772583 (2.3574483534869035) | > loss_1: 33.94332504272461 (32.68907288944018)  --> STEP: 18 | > loss_disc: 2.3766074180603027 (2.3675646517011852) | > loss_disc_real_0: 0.0983072817325592 (0.1117835823032591) | > loss_disc_real_1: 0.2337726652622223 (0.19014345192246968) | > loss_disc_real_2: 0.14130452275276184 (0.18609550181362364) | > loss_disc_real_3: 0.14605115354061127 (0.20814334435595405) | > loss_disc_real_4: 0.1318552941083908 (0.19369355258014467) | > loss_disc_real_5: 0.19332286715507507 (0.2086561976207627) | > loss_0: 2.3766074180603027 (2.3675646517011852) | > loss_gen: 2.0184273719787598 (2.244020303090414) | > loss_kl: 3.0589702129364014 (3.1079209248224893) | > loss_feat: 8.65449047088623 (7.227174229092068) | > loss_mel: 17.373188018798828 (17.795478079054092) | > loss_duration: 2.246255874633789 (2.351270993550619) | > loss_1: 33.35133361816406 (32.725865152147065)  --> STEP: 19 | > loss_disc: 2.4274797439575195 (2.3707180776094137) | > loss_disc_real_0: 0.2021692544221878 (0.11654072294109746) | > loss_disc_real_1: 0.1891348510980606 (0.1900903676685534) | > loss_disc_real_2: 0.11914823949337006 (0.18257196169150502) | > loss_disc_real_3: 0.1525665670633316 (0.20521825081423709) | > loss_disc_real_4: 0.15404649078845978 (0.19160686511742442) | > loss_disc_real_5: 0.15645737946033478 (0.20590889140179283) | > loss_0: 2.4274797439575195 (2.3707180776094137) | > loss_gen: 2.1205852031707764 (2.2375237188841175) | > loss_kl: 2.415884017944336 (3.0714979297236393) | > loss_feat: 9.784710884094238 (7.361781421460603) | > loss_mel: 16.882465362548828 (17.747424778185394) | > loss_duration: 2.3746142387390137 (2.35249958540264) | > loss_1: 33.5782585144043 (32.77072796068692)  --> STEP: 20 | > loss_disc: 2.2851171493530273 (2.3664380311965942) | > loss_disc_real_0: 0.14747783541679382 (0.11808757856488228) | > loss_disc_real_1: 0.14299102127552032 (0.18773540034890174) | > loss_disc_real_2: 0.1928418129682541 (0.18308545425534248) | > loss_disc_real_3: 0.23506732285022736 (0.20671070441603662) | > loss_disc_real_4: 0.21264876425266266 (0.19265896007418631) | > loss_disc_real_5: 0.23968151211738586 (0.20759752243757248) | > loss_0: 2.2851171493530273 (2.3664380311965942) | > loss_gen: 2.5246691703796387 (2.2518809914588935) | > loss_kl: 2.4890615940093994 (3.0423761129379274) | > loss_feat: 6.514552116394043 (7.319419956207275) | > loss_mel: 18.59239387512207 (17.789673233032225) | > loss_duration: 2.2844505310058594 (2.349097132682801) | > loss_1: 32.405128479003906 (32.75244798660277)  --> STEP: 21 | > loss_disc: 2.300807476043701 (2.363312766665504) | > loss_disc_real_0: 0.1126861423254013 (0.11783036731538318) | > loss_disc_real_1: 0.1996241956949234 (0.18830153346061707) | > loss_disc_real_2: 0.1788976788520813 (0.18288603637899672) | > loss_disc_real_3: 0.20029190182685852 (0.20640504714988528) | > loss_disc_real_4: 0.21472837030887604 (0.1937098843710763) | > loss_disc_real_5: 0.21228201687335968 (0.20782059360118138) | > loss_0: 2.300807476043701 (2.363312766665504) | > loss_gen: 2.262639284133911 (2.252393291110085) | > loss_kl: 2.2545738220214844 (3.0048617181323825) | > loss_feat: 7.290352821350098 (7.318035806928362) | > loss_mel: 16.862014770507812 (17.745499020531064) | > loss_duration: 2.206001043319702 (2.3422830331893203) | > loss_1: 30.875581741333008 (32.663073403494685)  --> STEP: 22 | > loss_disc: 2.1516330242156982 (2.3536909601905127) | > loss_disc_real_0: 0.06736568361520767 (0.1155365180562843) | > loss_disc_real_1: 0.1510532796382904 (0.18660843101414767) | > loss_disc_real_2: 0.1898771971464157 (0.1832038164138794) | > loss_disc_real_3: 0.21784871816635132 (0.20692521401427008) | > loss_disc_real_4: 0.2394898682832718 (0.19579079273072156) | > loss_disc_real_5: 0.22108305990695953 (0.20842343297871677) | > loss_0: 2.1516330242156982 (2.3536909601905127) | > loss_gen: 2.5994131565093994 (2.2681669213555082) | > loss_kl: 2.479126214981079 (2.9809646498073232) | > loss_feat: 8.108089447021484 (7.353947336023504) | > loss_mel: 18.734498977661133 (17.790453564036977) | > loss_duration: 2.2293872833251953 (2.3371514081954965) | > loss_1: 34.1505126953125 (32.7306842803955)  --> STEP: 23 | > loss_disc: 2.4156579971313477 (2.35638517918794) | > loss_disc_real_0: 0.18457430601119995 (0.11853816101084584) | > loss_disc_real_1: 0.12182110548019409 (0.18379159077354099) | > loss_disc_real_2: 0.16362011432647705 (0.18235235110573147) | > loss_disc_real_3: 0.2440369874238968 (0.20853876937990604) | > loss_disc_real_4: 0.16320005059242249 (0.19437380394209985) | > loss_disc_real_5: 0.18611717224121094 (0.20745359555534695) | > loss_0: 2.4156579971313477 (2.35638517918794) | > loss_gen: 2.0779869556427 (2.259898227194082) | > loss_kl: 2.645216226577759 (2.966366892275603) | > loss_feat: 6.588054656982422 (7.3206476543260655) | > loss_mel: 18.237953186035156 (17.809910069341246) | > loss_duration: 2.2910702228546143 (2.335147878398067) | > loss_1: 31.840282440185547 (32.69197115690811)  --> STEP: 24 | > loss_disc: 2.675692558288574 (2.369689653317133) | > loss_disc_real_0: 0.15665048360824585 (0.12012617445240419) | > loss_disc_real_1: 0.1938711553812027 (0.18421157263219357) | > loss_disc_real_2: 0.21235111355781555 (0.18360229954123497) | > loss_disc_real_3: 0.23634101450443268 (0.20969719626009464) | > loss_disc_real_4: 0.22829292714595795 (0.1957871007422606) | > loss_disc_real_5: 0.2783026695251465 (0.2104056403040886) | > loss_0: 2.675692558288574 (2.369689653317133) | > loss_gen: 2.0346903800964355 (2.2505145668983464) | > loss_kl: 2.2131612300872803 (2.934983323017756) | > loss_feat: 6.165170669555664 (7.272502779960632) | > loss_mel: 16.650522232055664 (17.761602242787678) | > loss_duration: 2.3771018981933594 (2.3368959625562042) | > loss_1: 29.44064712524414 (32.55649932225544)  --> STEP: 25 | > loss_disc: 2.409827709197998 (2.3712951755523677) | > loss_disc_real_0: 0.12050636112689972 (0.120141381919384) | > loss_disc_real_1: 0.2742379307746887 (0.18781262695789336) | > loss_disc_real_2: 0.18409714102745056 (0.1836220932006836) | > loss_disc_real_3: 0.24597083032131195 (0.21114814162254333) | > loss_disc_real_4: 0.1987105906009674 (0.19590404033660888) | > loss_disc_real_5: 0.23630617558956146 (0.21144166171550752) | > loss_0: 2.409827709197998 (2.3712951755523677) | > loss_gen: 2.5579886436462402 (2.262813529968262) | > loss_kl: 2.7010412216186523 (2.925625638961792) | > loss_feat: 6.98638391494751 (7.261058025360107) | > loss_mel: 14.718942642211914 (17.63989585876465) | > loss_duration: 2.3704569339752197 (2.338238401412965) | > loss_1: 29.334814071655273 (32.42763191223143)  --> STEP: 26 | > loss_disc: 2.6599161624908447 (2.382395982742309) | > loss_disc_real_0: 0.13635429739952087 (0.12076495559169696) | > loss_disc_real_1: 0.20928320288658142 (0.188638418339766) | > loss_disc_real_2: 0.18243449926376343 (0.18357641651080206) | > loss_disc_real_3: 0.1892523318529129 (0.21030599509294218) | > loss_disc_real_4: 0.17378921806812286 (0.19505347024935943) | > loss_disc_real_5: 0.16866640746593475 (0.20979645962898547) | > loss_0: 2.6599161624908447 (2.382395982742309) | > loss_gen: 1.6144603490829468 (2.237876869164981) | > loss_kl: 2.7417354583740234 (2.9185529397084164) | > loss_feat: 3.8124654293060303 (7.128419848588797) | > loss_mel: 10.757689476013184 (17.375195613274208) | > loss_duration: 2.3117940425872803 (2.3372213106889004) | > loss_1: 21.238143920898438 (31.997266989487855) --> EVAL PERFORMANCE | > avg_loader_time: 0.00241403396313007 (+1.2012628408573055e-06) | > avg_loss_disc: 2.382395982742309 (-0.13727943713848445) | > avg_loss_disc_real_0: 0.12076495559169696 (-0.13866503364764726) | > avg_loss_disc_real_1: 0.188638418339766 (-0.062429052705948146) | > avg_loss_disc_real_2: 0.18357641651080206 (-0.06032924182139909) | > avg_loss_disc_real_3: 0.21030599509294218 (-0.03440467497477162) | > avg_loss_disc_real_4: 0.19505347024935943 (-0.030996945041876556) | > avg_loss_disc_real_5: 0.20979645962898547 (-0.03825424153071186) | > avg_loss_0: 2.382395982742309 (-0.13727943713848445) | > avg_loss_gen: 2.237876869164981 (-0.5682156590315008) | > avg_loss_kl: 2.9185529397084164 (-0.043882012367248535) | > avg_loss_feat: 7.128419848588797 (+0.892954982244051) | > avg_loss_mel: 17.375195613274208 (+0.8228587737450255) | > avg_loss_duration: 2.3372213106889004 (-0.006763889239383314) | > avg_loss_1: 31.997266989487855 (+1.0969525117140435)  > EPOCH: 714/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:45:59)   --> TIME: 2024-06-11 22:46:01 -- STEP: 4/330 -- GLOBAL_STEP: 323625 | > loss_disc: 2.338632106781006 (2.311756908893585) | > loss_disc_real_0: 0.11883818358182907 (0.08975408412516117) | > loss_disc_real_1: 0.19274945557117462 (0.1899058185517788) | > loss_disc_real_2: 0.23721396923065186 (0.22509931027889252) | > loss_disc_real_3: 0.23307056725025177 (0.20685218647122383) | > loss_disc_real_4: 0.21689262986183167 (0.19766131415963173) | > loss_disc_real_5: 0.2155439853668213 (0.19939833134412766) | > loss_0: 2.338632106781006 (2.311756908893585) | > grad_norm_0: tensor(4.3948, device='cuda:0') (tensor(5.6373, device='cuda:0')) | > loss_gen: 2.395479917526245 (2.496501922607422) | > loss_kl: 1.8951972723007202 (1.7812517881393433) | > loss_feat: 6.072453498840332 (7.206448554992676) | > loss_mel: 17.911211013793945 (18.1655912399292) | > loss_duration: 2.168811559677124 (2.1815528869628906) | > loss_1: 30.443153381347656 (31.83134651184082) | > grad_norm_1: tensor(74.2291, device='cuda:0') (tensor(73.0835, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3673 (0.3841962218284607) | > loader_time: 0.003 (0.003283679485321045)  --> TIME: 2024-06-11 22:46:10 -- STEP: 29/330 -- GLOBAL_STEP: 323650 | > loss_disc: 2.346876621246338 (2.3200450601248908) | > loss_disc_real_0: 0.10630710422992706 (0.1001068595154532) | > loss_disc_real_1: 0.1571665108203888 (0.1906314517917304) | > loss_disc_real_2: 0.23542708158493042 (0.21278208699719658) | > loss_disc_real_3: 0.23812751471996307 (0.2257048117703405) | > loss_disc_real_4: 0.22281578183174133 (0.22961884428714885) | > loss_disc_real_5: 0.20689214766025543 (0.22235458267146144) | > loss_0: 2.346876621246338 (2.3200450601248908) | > grad_norm_0: tensor(13.6669, device='cuda:0') (tensor(8.3742, device='cuda:0')) | > loss_gen: 2.605896234512329 (2.512142806217588) | > loss_kl: 2.0535244941711426 (1.883705213152129) | > loss_feat: 7.02435827255249 (7.102501178609914) | > loss_mel: 17.63751792907715 (17.71154633883772) | > loss_duration: 1.980650782585144 (2.024343457715265) | > loss_1: 31.30194664001465 (31.234239117852574) | > grad_norm_1: tensor(111.5304, device='cuda:0') (tensor(87.9688, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3609 (0.3575580777793095) | > loader_time: 0.0033 (0.0032266008442845837)  --> TIME: 2024-06-11 22:46:20 -- STEP: 54/330 -- GLOBAL_STEP: 323675 | > loss_disc: 2.3114094734191895 (2.334730002615187) | > loss_disc_real_0: 0.10288257896900177 (0.10430871115790473) | > loss_disc_real_1: 0.18047742545604706 (0.1945853699688558) | > loss_disc_real_2: 0.21765336394309998 (0.2125879332975105) | > loss_disc_real_3: 0.2499297857284546 (0.22836692520865687) | > loss_disc_real_4: 0.218154177069664 (0.2294899708142987) | > loss_disc_real_5: 0.20138180255889893 (0.2220829148535375) | > loss_0: 2.3114094734191895 (2.334730002615187) | > grad_norm_0: tensor(11.4344, device='cuda:0') (tensor(9.9369, device='cuda:0')) | > loss_gen: 2.472794771194458 (2.5055981344646883) | > loss_kl: 1.9971016645431519 (1.8971102988278423) | > loss_feat: 7.997674942016602 (7.111757746449223) | > loss_mel: 17.881999969482422 (17.61109924316406) | > loss_duration: 1.9619547128677368 (2.0007143991964833) | > loss_1: 32.311527252197266 (31.126280042860245) | > grad_norm_1: tensor(118.2928, device='cuda:0') (tensor(109.9475, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3698 (0.3619804161566275) | > loader_time: 0.004 (0.0034637009655987777)  --> TIME: 2024-06-11 22:46:29 -- STEP: 79/330 -- GLOBAL_STEP: 323700 | > loss_disc: 2.422999858856201 (2.344157994547976) | > loss_disc_real_0: 0.11767274886369705 (0.10666499400063406) | > loss_disc_real_1: 0.1949080377817154 (0.19475218615954432) | > loss_disc_real_2: 0.2073892056941986 (0.21235305052014847) | > loss_disc_real_3: 0.23869939148426056 (0.22749569917781443) | > loss_disc_real_4: 0.2529468536376953 (0.23084448108190223) | > loss_disc_real_5: 0.2567543685436249 (0.22251111853726302) | > loss_0: 2.422999858856201 (2.344157994547976) | > grad_norm_0: tensor(9.6784, device='cuda:0') (tensor(10.4264, device='cuda:0')) | > loss_gen: 2.5243170261383057 (2.498671480371982) | > loss_kl: 2.014408588409424 (1.9183042532281032) | > loss_feat: 6.499288558959961 (7.089734161956401) | > loss_mel: 16.94548797607422 (17.5279048967965) | > loss_duration: 1.9440873861312866 (1.9925895868977415) | > loss_1: 29.927589416503906 (31.027204561837113) | > grad_norm_1: tensor(123.2288, device='cuda:0') (tensor(126.0798, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3823 (0.36675040933150277) | > loader_time: 0.0046 (0.0036426676979547813)  --> TIME: 2024-06-11 22:46:39 -- STEP: 104/330 -- GLOBAL_STEP: 323725 | > loss_disc: 2.2701773643493652 (2.3484919139972096) | > loss_disc_real_0: 0.1180887222290039 (0.1097534942225768) | > loss_disc_real_1: 0.21672563254833221 (0.19456320499571467) | > loss_disc_real_2: 0.16057340800762177 (0.21180127675716692) | > loss_disc_real_3: 0.21651005744934082 (0.2285941833486924) | > loss_disc_real_4: 0.2143920660018921 (0.2323065557732032) | > loss_disc_real_5: 0.1906249225139618 (0.22284099459648132) | > loss_0: 2.2701773643493652 (2.3484919139972096) | > grad_norm_0: tensor(6.5173, device='cuda:0') (tensor(11.1932, device='cuda:0')) | > loss_gen: 2.5407891273498535 (2.4920838062579826) | > loss_kl: 1.922861933708191 (1.938011028445684) | > loss_feat: 7.668117046356201 (7.022039115428925) | > loss_mel: 17.713651657104492 (17.480345799372746) | > loss_duration: 2.0354764461517334 (1.9943125809614475) | > loss_1: 31.880895614624023 (30.926792493233314) | > grad_norm_1: tensor(78.5346, device='cuda:0') (tensor(130.5418, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3768 (0.36924087772002573) | > loader_time: 0.004 (0.003800616814539983)  --> TIME: 2024-06-11 22:46:49 -- STEP: 129/330 -- GLOBAL_STEP: 323750 | > loss_disc: 2.461679697036743 (2.3548187710518054) | > loss_disc_real_0: 0.10061688721179962 (0.11159726417110871) | > loss_disc_real_1: 0.1908378303050995 (0.1952583319688028) | > loss_disc_real_2: 0.2281796634197235 (0.21193450839482536) | > loss_disc_real_3: 0.24260428547859192 (0.22954726577267165) | > loss_disc_real_4: 0.24107573926448822 (0.23196188262266706) | > loss_disc_real_5: 0.22758513689041138 (0.22305122410604197) | > loss_0: 2.461679697036743 (2.3548187710518054) | > grad_norm_0: tensor(6.8036, device='cuda:0') (tensor(10.5931, device='cuda:0')) | > loss_gen: 2.3696072101593018 (2.4856119876684155) | > loss_kl: 1.9582738876342773 (1.9495012750921323) | > loss_feat: 6.604654788970947 (6.995304591895998) | > loss_mel: 17.479902267456055 (17.442622576573104) | > loss_duration: 1.9783450365066528 (1.9968687831893448) | > loss_1: 30.390785217285156 (30.86990931607032) | > grad_norm_1: tensor(52.6031, device='cuda:0') (tensor(123.6546, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3788 (0.3712769719057304) | > loader_time: 0.004 (0.003868123357610185)  --> TIME: 2024-06-11 22:46:58 -- STEP: 154/330 -- GLOBAL_STEP: 323775 | > loss_disc: 2.421806573867798 (2.3525196855718433) | > loss_disc_real_0: 0.10074640065431595 (0.1129038506610827) | > loss_disc_real_1: 0.2543084919452667 (0.19591866491676926) | > loss_disc_real_2: 0.20149271190166473 (0.21120940593930038) | > loss_disc_real_3: 0.24782833456993103 (0.22831834030228776) | > loss_disc_real_4: 0.24316821992397308 (0.23092747102310132) | > loss_disc_real_5: 0.23205295205116272 (0.22241360355507245) | > loss_0: 2.421806573867798 (2.3525196855718433) | > grad_norm_0: tensor(23.9716, device='cuda:0') (tensor(12.1897, device='cuda:0')) | > loss_gen: 2.5829617977142334 (2.4888205311515113) | > loss_kl: 2.132086753845215 (1.9601103516368124) | > loss_feat: 6.9531450271606445 (7.01676490709379) | > loss_mel: 17.39952850341797 (17.430625804058927) | > loss_duration: 2.015796184539795 (2.000752387108741) | > loss_1: 31.083518981933594 (30.8970740925182) | > grad_norm_1: tensor(317.7450, device='cuda:0') (tensor(140.9216, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3807 (0.3719897208275732) | > loader_time: 0.0039 (0.003901250950701825)  --> TIME: 2024-06-11 22:47:08 -- STEP: 179/330 -- GLOBAL_STEP: 323800 | > loss_disc: 2.1559090614318848 (2.3552922896166755) | > loss_disc_real_0: 0.09642231464385986 (0.11426964110835304) | > loss_disc_real_1: 0.17809255421161652 (0.19657758993809446) | > loss_disc_real_2: 0.17379562556743622 (0.21149811181942182) | > loss_disc_real_3: 0.19784003496170044 (0.22930724619154158) | > loss_disc_real_4: 0.1747724711894989 (0.230523924920812) | > loss_disc_real_5: 0.15212474763393402 (0.22142668859252718) | > loss_0: 2.1559090614318848 (2.3552922896166755) | > grad_norm_0: tensor(10.2850, device='cuda:0') (tensor(14.5033, device='cuda:0')) | > loss_gen: 2.787113666534424 (2.496207171978231) | > loss_kl: 1.999173879623413 (1.9691027869059388) | > loss_feat: 8.461665153503418 (7.036285435021255) | > loss_mel: 17.30559730529785 (17.429422133461724) | > loss_duration: 2.045278549194336 (2.0071595754037355) | > loss_1: 32.59883117675781 (30.93817719400928) | > grad_norm_1: tensor(712.4457, device='cuda:0') (tensor(171.4557, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.3931 (0.3730533389405831) | > loader_time: 0.0043 (0.003997566979690637)  --> TIME: 2024-06-11 22:47:18 -- STEP: 204/330 -- GLOBAL_STEP: 323825 | > loss_disc: 2.284383773803711 (2.3542031225036175) | > loss_disc_real_0: 0.10332318395376205 (0.11443496751142483) | > loss_disc_real_1: 0.2065040022134781 (0.1961681313228373) | > loss_disc_real_2: 0.21948052942752838 (0.2118326588442513) | > loss_disc_real_3: 0.2408803552389145 (0.22903216374563237) | > loss_disc_real_4: 0.1946968138217926 (0.2304921295566886) | > loss_disc_real_5: 0.19885122776031494 (0.22150004954606878) | > loss_0: 2.284383773803711 (2.3542031225036175) | > grad_norm_0: tensor(32.5581, device='cuda:0') (tensor(17.3074, device='cuda:0')) | > loss_gen: 2.679133892059326 (2.5043020026356557) | > loss_kl: 2.2449750900268555 (1.9772559153098686) | > loss_feat: 8.266566276550293 (7.042592824674119) | > loss_mel: 17.5321044921875 (17.385858993904254) | > loss_duration: 2.0067813396453857 (2.015044713721555) | > loss_1: 32.72956085205078 (30.925054531471403) | > grad_norm_1: tensor(607.3265, device='cuda:0') (tensor(197.0852, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.4098 (0.3758229554868212) | > loader_time: 0.0049 (0.004099826018015542)  --> TIME: 2024-06-11 22:47:29 -- STEP: 229/330 -- GLOBAL_STEP: 323850 | > loss_disc: 2.221925735473633 (2.3546840322069746) | > loss_disc_real_0: 0.07576051354408264 (0.11602069564391432) | > loss_disc_real_1: 0.16984175145626068 (0.19621578281883587) | > loss_disc_real_2: 0.21926192939281464 (0.21142761461339146) | > loss_disc_real_3: 0.21854564547538757 (0.2296301822084527) | > loss_disc_real_4: 0.22319340705871582 (0.23038794158848092) | > loss_disc_real_5: 0.20210997760295868 (0.22101391936493753) | > loss_0: 2.221925735473633 (2.3546840322069746) | > grad_norm_0: tensor(44.4903, device='cuda:0') (tensor(19.4531, device='cuda:0')) | > loss_gen: 2.4564967155456543 (2.504232113017785) | > loss_kl: 2.0994584560394287 (1.9843359826433606) | > loss_feat: 6.803959369659424 (7.034102872990103) | > loss_mel: 17.54250144958496 (17.342745785109337) | > loss_duration: 2.1199169158935547 (2.024034989452778) | > loss_1: 31.0223331451416 (30.889451822339186) | > grad_norm_1: tensor(453.9914, device='cuda:0') (tensor(221.8329, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.4226 (0.3796759328467357) | > loader_time: 0.0052 (0.004213753746066029)  --> TIME: 2024-06-11 22:47:40 -- STEP: 254/330 -- GLOBAL_STEP: 323875 | > loss_disc: 2.3045852184295654 (2.35418301867688) | > loss_disc_real_0: 0.08463645726442337 (0.11680366973004003) | > loss_disc_real_1: 0.1846620738506317 (0.19656015920826767) | > loss_disc_real_2: 0.23178285360336304 (0.21124593637825) | > loss_disc_real_3: 0.2424161583185196 (0.2289950281498939) | > loss_disc_real_4: 0.24727773666381836 (0.2300191777428304) | > loss_disc_real_5: 0.20362527668476105 (0.22048984198119698) | > loss_0: 2.3045852184295654 (2.35418301867688) | > grad_norm_0: tensor(41.4713, device='cuda:0') (tensor(21.4686, device='cuda:0')) | > loss_gen: 2.7108359336853027 (2.5088008238574644) | > loss_kl: 2.082965135574341 (1.9898021127295307) | > loss_feat: 7.874228000640869 (7.041407459364161) | > loss_mel: 17.411359786987305 (17.307068025033303) | > loss_duration: 2.0710668563842773 (2.03146210711772) | > loss_1: 32.150455474853516 (30.878540542182023) | > grad_norm_1: tensor(800.7334, device='cuda:0') (tensor(247.9275, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.4415 (0.38432058480780895) | > loader_time: 0.0055 (0.004363436398543709)  --> TIME: 2024-06-11 22:47:51 -- STEP: 279/330 -- GLOBAL_STEP: 323900 | > loss_disc: 2.4303016662597656 (2.3584213470472672) | > loss_disc_real_0: 0.1713559329509735 (0.11844340597002309) | > loss_disc_real_1: 0.20808568596839905 (0.1966793827685831) | > loss_disc_real_2: 0.22525599598884583 (0.21120704518210504) | > loss_disc_real_3: 0.21799810230731964 (0.22923879250617013) | > loss_disc_real_4: 0.23768571019172668 (0.23024252014348157) | > loss_disc_real_5: 0.2610768675804138 (0.22063081927837863) | > loss_0: 2.4303016662597656 (2.3584213470472672) | > grad_norm_0: tensor(46.0425, device='cuda:0') (tensor(23.7464, device='cuda:0')) | > loss_gen: 2.616884469985962 (2.504545792029322) | > loss_kl: 2.024430513381958 (1.9969576686941168) | > loss_feat: 6.685239315032959 (7.029953678021721) | > loss_mel: 16.934101104736328 (17.256524345780782) | > loss_duration: 2.1258363723754883 (2.0410007823752667) | > loss_1: 30.386493682861328 (30.828982274592136) | > grad_norm_1: tensor(340.9138, device='cuda:0') (tensor(268.2625, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.4562 (0.38953338472646626) | > loader_time: 0.007 (0.004531514260076706)  --> TIME: 2024-06-11 22:48:03 -- STEP: 304/330 -- GLOBAL_STEP: 323925 | > loss_disc: 2.285487651824951 (2.360524066968971) | > loss_disc_real_0: 0.14644983410835266 (0.11903104090474938) | > loss_disc_real_1: 0.1952865719795227 (0.19712656829506164) | > loss_disc_real_2: 0.2209327667951584 (0.21170539075606754) | > loss_disc_real_3: 0.22765469551086426 (0.22930385084136537) | > loss_disc_real_4: 0.24261827766895294 (0.23007926570349618) | > loss_disc_real_5: 0.17349450290203094 (0.22020216158738262) | > loss_0: 2.285487651824951 (2.360524066968971) | > grad_norm_0: tensor(35.0507, device='cuda:0') (tensor(24.5516, device='cuda:0')) | > loss_gen: 2.628314971923828 (2.500049339313256) | > loss_kl: 2.1105287075042725 (2.002500940702463) | > loss_feat: 8.11622142791748 (7.048372450627778) | > loss_mel: 17.16286849975586 (17.2189152052528) | > loss_duration: 2.208387851715088 (2.0521305564202748) | > loss_1: 32.226322174072266 (30.821968524079573) | > grad_norm_1: tensor(404.1863, device='cuda:0') (tensor(285.1710, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 0.4903 (0.3961584630765412) | > loader_time: 0.007 (0.004717844097237835)  --> TIME: 2024-06-11 22:48:31 -- STEP: 329/330 -- GLOBAL_STEP: 323950 | > loss_disc: 2.554753541946411 (2.366206350297553) | > loss_disc_real_0: 0.15846708416938782 (0.12071778120240904) | > loss_disc_real_1: 0.3200867176055908 (0.1978036234081698) | > loss_disc_real_2: 0.1996801644563675 (0.2116976650743137) | > loss_disc_real_3: 0.27971556782722473 (0.22980365990505391) | > loss_disc_real_4: 0.2466629147529602 (0.23158357312795239) | > loss_disc_real_5: 0.2934134900569916 (0.2217720174046635) | > loss_0: 2.554753541946411 (2.366206350297553) | > grad_norm_0: tensor(10.1803, device='cuda:0') (tensor(24.5981, device='cuda:0')) | > loss_gen: 2.301140069961548 (2.4991355340893864) | > loss_kl: 2.2887520790100098 (2.0135362470765967) | > loss_feat: 9.713434219360352 (7.1536431558951055) | > loss_mel: 16.91252899169922 (17.191428384519995) | > loss_duration: 2.2991507053375244 (2.0669456035532843) | > loss_1: 33.51500701904297 (30.924688965353923) | > grad_norm_1: tensor(202.0623, device='cuda:0') (tensor(287.8054, device='cuda:0')) | > current_lr_0: 0.0001829223577018537 | > current_lr_1: 0.0001829223577018537 | > step_time: 13.9355 (0.45076463867465777) | > loader_time: 0.035 (0.0051823937784212315)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7096643447875977 (2.7096643447875977) | > loss_disc_real_0: 0.20600107312202454 (0.20600107312202454) | > loss_disc_real_1: 0.28765517473220825 (0.28765517473220825) | > loss_disc_real_2: 0.2608231008052826 (0.2608231008052826) | > loss_disc_real_3: 0.2807163596153259 (0.2807163596153259) | > loss_disc_real_4: 0.2473260760307312 (0.2473260760307312) | > loss_disc_real_5: 0.22400274872779846 (0.22400274872779846) | > loss_0: 2.7096643447875977 (2.7096643447875977) | > loss_gen: 2.016333818435669 (2.016333818435669) | > loss_kl: 1.8282771110534668 (1.8282771110534668) | > loss_feat: 3.584702253341675 (3.584702253341675) | > loss_mel: 14.437438011169434 (14.437438011169434) | > loss_duration: 3.134221076965332 (3.134221076965332) | > loss_1: 25.000972747802734 (25.000972747802734)  --> STEP: 1 | > loss_disc: 2.292445659637451 (2.292445659637451) | > loss_disc_real_0: 0.06635025888681412 (0.06635025888681412) | > loss_disc_real_1: 0.1839529424905777 (0.1839529424905777) | > loss_disc_real_2: 0.18395602703094482 (0.18395602703094482) | > loss_disc_real_3: 0.2764092981815338 (0.2764092981815338) | > loss_disc_real_4: 0.2681806683540344 (0.2681806683540344) | > loss_disc_real_5: 0.23104462027549744 (0.23104462027549744) | > loss_0: 2.292445659637451 (2.292445659637451) | > loss_gen: 2.469947338104248 (2.469947338104248) | > loss_kl: 2.7474381923675537 (2.7474381923675537) | > loss_feat: 7.642572402954102 (7.642572402954102) | > loss_mel: 19.19410514831543 (19.19410514831543) | > loss_duration: 2.4112367630004883 (2.4112367630004883) | > loss_1: 34.46529769897461 (34.46529769897461)  --> STEP: 2 | > loss_disc: 2.3911938667297363 (2.3418197631835938) | > loss_disc_real_0: 0.08536114543676376 (0.07585570216178894) | > loss_disc_real_1: 0.14258705079555511 (0.1632699966430664) | > loss_disc_real_2: 0.24461543560028076 (0.2142857313156128) | > loss_disc_real_3: 0.25092339515686035 (0.2636663466691971) | > loss_disc_real_4: 0.24900445342063904 (0.25859256088733673) | > loss_disc_real_5: 0.28602299094200134 (0.2585338056087494) | > loss_0: 2.3911938667297363 (2.3418197631835938) | > loss_gen: 2.3117544651031494 (2.3908509016036987) | > loss_kl: 2.0607550144195557 (2.4040966033935547) | > loss_feat: 5.2967400550842285 (6.469656229019165) | > loss_mel: 17.632787704467773 (18.4134464263916) | > loss_duration: 2.470766067504883 (2.4410014152526855) | > loss_1: 29.772804260253906 (32.11905097961426)  --> STEP: 3 | > loss_disc: 2.3096790313720703 (2.331106185913086) | > loss_disc_real_0: 0.14030392467975616 (0.09733844300111134) | > loss_disc_real_1: 0.16499342024326324 (0.16384447117646536) | > loss_disc_real_2: 0.21665917336940765 (0.21507687866687775) | > loss_disc_real_3: 0.2394944727420807 (0.25560905536015827) | > loss_disc_real_4: 0.25027894973754883 (0.2558213571707408) | > loss_disc_real_5: 0.20729340612888336 (0.24145367244879404) | > loss_0: 2.3096790313720703 (2.331106185913086) | > loss_gen: 2.3895747661590576 (2.390425523122152) | > loss_kl: 3.504693031311035 (2.7709620793660483) | > loss_feat: 5.655904769897461 (6.198405742645264) | > loss_mel: 15.738252639770508 (17.52171516418457) | > loss_duration: 2.345503091812134 (2.4091686407725015) | > loss_1: 29.633926391601562 (31.29067611694336)  --> STEP: 4 | > loss_disc: 2.4532697200775146 (2.361647069454193) | > loss_disc_real_0: 0.15188634395599365 (0.11097541823983192) | > loss_disc_real_1: 0.16503076255321503 (0.16414104402065277) | > loss_disc_real_2: 0.2881779968738556 (0.2333521582186222) | > loss_disc_real_3: 0.2247876226902008 (0.24790369719266891) | > loss_disc_real_4: 0.20905518531799316 (0.24412981420755386) | > loss_disc_real_5: 0.1688743233680725 (0.22330883517861366) | > loss_0: 2.4532697200775146 (2.361647069454193) | > loss_gen: 2.2775027751922607 (2.362194836139679) | > loss_kl: 4.030526638031006 (3.0858532190322876) | > loss_feat: 7.972772598266602 (6.641997456550598) | > loss_mel: 17.116884231567383 (17.420507431030273) | > loss_duration: 2.3675830364227295 (2.3987722396850586) | > loss_1: 33.7652702331543 (31.909324645996094)  --> STEP: 5 | > loss_disc: 2.5097999572753906 (2.3912776470184327) | > loss_disc_real_0: 0.07684861123561859 (0.10415005683898926) | > loss_disc_real_1: 0.19629573822021484 (0.17057198286056519) | > loss_disc_real_2: 0.18794190883636475 (0.2242701083421707) | > loss_disc_real_3: 0.17995983362197876 (0.2343149244785309) | > loss_disc_real_4: 0.22526933252811432 (0.24035771787166596) | > loss_disc_real_5: 0.20587670803070068 (0.21982240974903106) | > loss_0: 2.5097999572753906 (2.3912776470184327) | > loss_gen: 2.0270450115203857 (2.29516487121582) | > loss_kl: 2.79563307762146 (3.027809190750122) | > loss_feat: 5.652372360229492 (6.444072437286377) | > loss_mel: 19.287988662719727 (17.794003677368163) | > loss_duration: 2.3433687686920166 (2.38769154548645) | > loss_1: 32.106407165527344 (31.948741149902343)  --> STEP: 6 | > loss_disc: 2.296954393386841 (2.3755571047465005) | > loss_disc_real_0: 0.09024770557880402 (0.10183299829562505) | > loss_disc_real_1: 0.15567104518413544 (0.1680884932478269) | > loss_disc_real_2: 0.17193293571472168 (0.21554724623759589) | > loss_disc_real_3: 0.27558207511901855 (0.24119278291861215) | > loss_disc_real_4: 0.2518043518066406 (0.24226549019416174) | > loss_disc_real_5: 0.19629082083702087 (0.21590047826369604) | > loss_0: 2.296954393386841 (2.3755571047465005) | > loss_gen: 2.285055637359619 (2.2934799989064536) | > loss_kl: 2.8792238235473633 (3.0030449628829956) | > loss_feat: 6.869814872741699 (6.515029509862264) | > loss_mel: 18.301515579223633 (17.878588994344074) | > loss_duration: 2.247069835662842 (2.364254593849182) | > loss_1: 32.582679748535156 (32.05439758300781)  --> STEP: 7 | > loss_disc: 2.315589427947998 (2.366990293775286) | > loss_disc_real_0: 0.1257525086402893 (0.10525007120200566) | > loss_disc_real_1: 0.2369939088821411 (0.17793212405272893) | > loss_disc_real_2: 0.23856694996356964 (0.2188357753413064) | > loss_disc_real_3: 0.25937625765800476 (0.24379042216709682) | > loss_disc_real_4: 0.19021393358707428 (0.23482955353600637) | > loss_disc_real_5: 0.17654532194137573 (0.21027831307479314) | > loss_0: 2.315589427947998 (2.366990293775286) | > loss_gen: 2.3975236415863037 (2.308343376432146) | > loss_kl: 4.2604899406433105 (3.1826799597058977) | > loss_feat: 6.9202680587768555 (6.572920731135777) | > loss_mel: 17.766311645507812 (17.86254937308175) | > loss_duration: 2.5718588829040527 (2.3939123494284495) | > loss_1: 33.91645050048828 (32.32040514264788)  --> STEP: 8 | > loss_disc: 2.2793800830841064 (2.3560390174388885) | > loss_disc_real_0: 0.11130174994468689 (0.10600653104484081) | > loss_disc_real_1: 0.1745995283126831 (0.1775155495852232) | > loss_disc_real_2: 0.17658860981464386 (0.2135548796504736) | > loss_disc_real_3: 0.18976996839046478 (0.23703786544501781) | > loss_disc_real_4: 0.16811250150203705 (0.22648992203176022) | > loss_disc_real_5: 0.15065588057041168 (0.20282550901174545) | > loss_0: 2.2793800830841064 (2.3560390174388885) | > loss_gen: 2.175957202911377 (2.29179510474205) | > loss_kl: 2.9991495609283447 (3.1597386598587036) | > loss_feat: 11.236184120178223 (7.155828654766083) | > loss_mel: 19.471113204956055 (18.06361985206604) | > loss_duration: 2.3277878761291504 (2.385646790266037) | > loss_1: 38.2101936340332 (33.056628704071045)  --> STEP: 9 | > loss_disc: 2.406683921813965 (2.3616662290361194) | > loss_disc_real_0: 0.15158584713935852 (0.11107089949978723) | > loss_disc_real_1: 0.2090502232313156 (0.1810194022125668) | > loss_disc_real_2: 0.3036961257457733 (0.22357057366106245) | > loss_disc_real_3: 0.24906305968761444 (0.23837399813863966) | > loss_disc_real_4: 0.20876218378543854 (0.22452017333772448) | > loss_disc_real_5: 0.15848642587661743 (0.19789894421895346) | > loss_0: 2.406683921813965 (2.3616662290361194) | > loss_gen: 2.4766957759857178 (2.3123396237691245) | > loss_kl: 2.7601478099823 (3.115339676539103) | > loss_feat: 7.85333776473999 (7.233329666985406) | > loss_mel: 17.9293212890625 (18.04869778951009) | > loss_duration: 2.178471326828003 (2.362627294328478) | > loss_1: 33.197975158691406 (33.072333865695526)  --> STEP: 10 | > loss_disc: 2.2263193130493164 (2.348131537437439) | > loss_disc_real_0: 0.11603392660617828 (0.11156720221042633) | > loss_disc_real_1: 0.09879656136035919 (0.17279711812734605) | > loss_disc_real_2: 0.17114299535751343 (0.21832781583070754) | > loss_disc_real_3: 0.20376868546009064 (0.23491346687078477) | > loss_disc_real_4: 0.20174670219421387 (0.2222428262233734) | > loss_disc_real_5: 0.2362402379512787 (0.20173307359218598) | > loss_0: 2.2263193130493164 (2.348131537437439) | > loss_gen: 2.148341178894043 (2.2959397792816163) | > loss_kl: 2.8806092739105225 (3.091866636276245) | > loss_feat: 6.847934246063232 (7.1947901248931885) | > loss_mel: 18.76303482055664 (18.120131492614746) | > loss_duration: 2.403639554977417 (2.3667285203933717) | > loss_1: 33.04356002807617 (33.06945648193359)  --> STEP: 11 | > loss_disc: 2.60361909866333 (2.3713576793670654) | > loss_disc_real_0: 0.12085279822349548 (0.11241134730252353) | > loss_disc_real_1: 0.2029111236333847 (0.17553475499153137) | > loss_disc_real_2: 0.22428423166275024 (0.21886930817907507) | > loss_disc_real_3: 0.31730857491493225 (0.24240393123843454) | > loss_disc_real_4: 0.2501002252101898 (0.22477531704035672) | > loss_disc_real_5: 0.24874059855937958 (0.20600648495283994) | > loss_0: 2.60361909866333 (2.3713576793670654) | > loss_gen: 2.1496598720550537 (2.2826416058973833) | > loss_kl: 3.994290590286255 (3.1739051775498823) | > loss_feat: 4.831848621368408 (6.979977260936391) | > loss_mel: 16.552568435668945 (17.97762576016513) | > loss_duration: 2.4876017570495605 (2.377716996453025) | > loss_1: 30.01597023010254 (32.791866822676226)  --> STEP: 12 | > loss_disc: 2.402946710586548 (2.3739900986353555) | > loss_disc_real_0: 0.07147955149412155 (0.10900036431849003) | > loss_disc_real_1: 0.20751884579658508 (0.17820009589195251) | > loss_disc_real_2: 0.2641730010509491 (0.2226446159183979) | > loss_disc_real_3: 0.23491716384887695 (0.2417800339559714) | > loss_disc_real_4: 0.2644941806793213 (0.22808522234360376) | > loss_disc_real_5: 0.19832243025302887 (0.20536614706118902) | > loss_0: 2.402946710586548 (2.3739900986353555) | > loss_gen: 2.223330020904541 (2.2776989738146463) | > loss_kl: 2.456851005554199 (3.114150663216909) | > loss_feat: 5.561549186706543 (6.861774921417236) | > loss_mel: 16.331340789794922 (17.84043534596761) | > loss_duration: 2.268352508544922 (2.3686032891273494) | > loss_1: 28.84142303466797 (32.46266317367554)  --> STEP: 13 | > loss_disc: 2.5149307250976562 (2.3848316852863016) | > loss_disc_real_0: 0.12296490371227264 (0.11007455965647331) | > loss_disc_real_1: 0.2099878340959549 (0.18064530652302963) | > loss_disc_real_2: 0.2401873767375946 (0.2239940590583361) | > loss_disc_real_3: 0.2849654257297516 (0.24510198716933912) | > loss_disc_real_4: 0.2514674961566925 (0.22988385879076445) | > loss_disc_real_5: 0.23530076444149017 (0.2076688099365968) | > loss_0: 2.5149307250976562 (2.3848316852863016) | > loss_gen: 2.165289878845215 (2.2690521203554592) | > loss_kl: 3.543344736099243 (3.147165591900165) | > loss_feat: 4.7585272789001465 (6.699986641223614) | > loss_mel: 15.137812614440918 (17.632541289696327) | > loss_duration: 2.289538860321045 (2.362521409988403) | > loss_1: 27.894515991210938 (32.111267236562874)  --> STEP: 14 | > loss_disc: 2.1862375736236572 (2.370646391596113) | > loss_disc_real_0: 0.0864131823182106 (0.10838446127516883) | > loss_disc_real_1: 0.10150440782308578 (0.17499238518731935) | > loss_disc_real_2: 0.2295619249343872 (0.22439176376376832) | > loss_disc_real_3: 0.2355862259864807 (0.24442228994199208) | > loss_disc_real_4: 0.16148428618907928 (0.22499817503350122) | > loss_disc_real_5: 0.1582706868648529 (0.20414037257432938) | > loss_0: 2.1862375736236572 (2.370646391596113) | > loss_gen: 2.2994604110717773 (2.2712241411209106) | > loss_kl: 3.826897621154785 (3.1957178797040666) | > loss_feat: 7.6486358642578125 (6.767747300011771) | > loss_mel: 18.13226890563965 (17.668236119406565) | > loss_duration: 2.4167771339416504 (2.366396818842206) | > loss_1: 34.32404327392578 (32.26932266780308)  --> STEP: 15 | > loss_disc: 2.4607033729553223 (2.3766501903533936) | > loss_disc_real_0: 0.2268078327178955 (0.11627935270468394) | > loss_disc_real_1: 0.18550457060337067 (0.17569319754838944) | > loss_disc_real_2: 0.22873954474925995 (0.22468161582946777) | > loss_disc_real_3: 0.21240518987178802 (0.24228781660397847) | > loss_disc_real_4: 0.13083554804325104 (0.21872066656748454) | > loss_disc_real_5: 0.1972844898700714 (0.20368331372737886) | > loss_0: 2.4607033729553223 (2.3766501903533936) | > loss_gen: 2.1513969898223877 (2.263235664367676) | > loss_kl: 4.188995838165283 (3.261936410268148) | > loss_feat: 6.982301235198975 (6.782050895690918) | > loss_mel: 18.336795806884766 (17.712806765238444) | > loss_duration: 2.398362636566162 (2.3685278733571367) | > loss_1: 34.05785369873047 (32.38855806986491)  --> STEP: 16 | > loss_disc: 2.6400513648986816 (2.393112763762474) | > loss_disc_real_0: 0.14902175962924957 (0.11832575313746929) | > loss_disc_real_1: 0.3350702226161957 (0.18565426161512733) | > loss_disc_real_2: 0.2683562636375427 (0.22741128131747246) | > loss_disc_real_3: 0.3109828531742096 (0.24658125638961792) | > loss_disc_real_4: 0.23874956369400024 (0.21997247263789177) | > loss_disc_real_5: 0.2636314332485199 (0.20743007119745016) | > loss_0: 2.6400513648986816 (2.393112763762474) | > loss_gen: 2.509446859359741 (2.27862386405468) | > loss_kl: 2.462181568145752 (3.211951732635498) | > loss_feat: 8.011701583862305 (6.85890406370163) | > loss_mel: 16.407958984375 (17.63125377893448) | > loss_duration: 2.450024127960205 (2.3736213892698284) | > loss_1: 31.841312408447266 (32.354355216026306)  --> STEP: 17 | > loss_disc: 2.4365744590759277 (2.39566933407503) | > loss_disc_real_0: 0.15389811992645264 (0.12041824530152713) | > loss_disc_real_1: 0.15309518575668335 (0.18373902185874827) | > loss_disc_real_2: 0.2345656454563141 (0.2278321262668161) | > loss_disc_real_3: 0.2791978120803833 (0.24849987731260412) | > loss_disc_real_4: 0.2610439360141754 (0.22238844107179082) | > loss_disc_real_5: 0.21819329261779785 (0.20806320186923533) | > loss_0: 2.4365744590759277 (2.39566933407503) | > loss_gen: 2.4865078926086426 (2.29085233632256) | > loss_kl: 2.6183395385742188 (3.177033368278952) | > loss_feat: 7.118837833404541 (6.874194285448859) | > loss_mel: 17.77491569519043 (17.63970447989071) | > loss_duration: 2.4973275661468506 (2.3808982232037708) | > loss_1: 32.49592590332031 (32.36268290351419)  --> STEP: 18 | > loss_disc: 2.369419574737549 (2.394211014111837) | > loss_disc_real_0: 0.11816945672035217 (0.12029331260257298) | > loss_disc_real_1: 0.1531873345375061 (0.18204170589645705) | > loss_disc_real_2: 0.19287611544132233 (0.22589012566539976) | > loss_disc_real_3: 0.2660479247570038 (0.249474768837293) | > loss_disc_real_4: 0.20221078395843506 (0.2212674601210488) | > loss_disc_real_5: 0.22438529133796692 (0.2089699846174982) | > loss_0: 2.369419574737549 (2.394211014111837) | > loss_gen: 2.3835630416870117 (2.2960029310650296) | > loss_kl: 2.731555461883545 (3.1522845957014294) | > loss_feat: 7.772797107696533 (6.92411666446262) | > loss_mel: 18.16752815246582 (17.669028017255997) | > loss_duration: 2.2586991786956787 (2.3741093873977657) | > loss_1: 33.31414031982422 (32.415541648864746)  --> STEP: 19 | > loss_disc: 2.2974932193756104 (2.389120603862562) | > loss_disc_real_0: 0.14080199599266052 (0.12137271699152495) | > loss_disc_real_1: 0.16337765753269196 (0.18105938756152204) | > loss_disc_real_2: 0.21279090642929077 (0.2252006930740256) | > loss_disc_real_3: 0.21759429574012756 (0.24779684920060008) | > loss_disc_real_4: 0.1609267145395279 (0.21809163140623192) | > loss_disc_real_5: 0.1940581500530243 (0.20818515121936798) | > loss_0: 2.2974932193756104 (2.389120603862562) | > loss_gen: 2.39823579788208 (2.301383608265927) | > loss_kl: 2.4753153324127197 (3.116654634475708) | > loss_feat: 8.871406555175781 (7.026605606079102) | > loss_mel: 17.778921127319336 (17.674811865154066) | > loss_duration: 2.3605756759643555 (2.3733970867960075) | > loss_1: 33.88445281982422 (32.49285276312577)  --> STEP: 20 | > loss_disc: 2.4435980319976807 (2.3918444752693175) | > loss_disc_real_0: 0.14394335448741913 (0.12250124886631966) | > loss_disc_real_1: 0.20086880028247833 (0.18204985819756986) | > loss_disc_real_2: 0.23176239430904388 (0.22552877813577651) | > loss_disc_real_3: 0.2741014063358307 (0.2491120770573616) | > loss_disc_real_4: 0.2244783341884613 (0.2184109665453434) | > loss_disc_real_5: 0.17867614328861237 (0.2067097008228302) | > loss_0: 2.4435980319976807 (2.3918444752693175) | > loss_gen: 2.201915740966797 (2.2964102149009706) | > loss_kl: 2.6303517818450928 (3.0923394918441773) | > loss_feat: 4.340479850769043 (6.892299318313599) | > loss_mel: 17.788959503173828 (17.680519247055052) | > loss_duration: 2.3019635677337646 (2.3698254108428953) | > loss_1: 29.263671875 (32.33139371871948)  --> STEP: 21 | > loss_disc: 2.046782970428467 (2.375412975038801) | > loss_disc_real_0: 0.05300420522689819 (0.11919186583587102) | > loss_disc_real_1: 0.2096886783838272 (0.18336599249215352) | > loss_disc_real_2: 0.18361960351467133 (0.22353310315381913) | > loss_disc_real_3: 0.26934564113616943 (0.25007558010873343) | > loss_disc_real_4: 0.17771822214126587 (0.2164732168118159) | > loss_disc_real_5: 0.18387801945209503 (0.20562247790041424) | > loss_0: 2.046782970428467 (2.375412975038801) | > loss_gen: 2.5485005378723145 (2.308414515994844) | > loss_kl: 2.5197439193725586 (3.0650730360121954) | > loss_feat: 7.667968273162842 (6.929235935211182) | > loss_mel: 17.787853240966797 (17.68563038962228) | > loss_duration: 2.1609535217285156 (2.3598791304088773) | > loss_1: 32.685020446777344 (32.34823308672224)  --> STEP: 22 | > loss_disc: 2.635782480239868 (2.387247952547941) | > loss_disc_real_0: 0.1559523642063141 (0.12086279757998207) | > loss_disc_real_1: 0.20699667930603027 (0.18444011462005702) | > loss_disc_real_2: 0.2574520707130432 (0.22507487440651114) | > loss_disc_real_3: 0.1939033418893814 (0.24752229655330835) | > loss_disc_real_4: 0.15598326921463013 (0.21372367373921655) | > loss_disc_real_5: 0.1829170137643814 (0.2045904113487764) | > loss_0: 2.635782480239868 (2.387247952547941) | > loss_gen: 1.9800434112548828 (2.293488556688482) | > loss_kl: 2.2859179973602295 (3.0296568978916514) | > loss_feat: 8.290637969970703 (6.991117845882069) | > loss_mel: 19.471656799316406 (17.76681340824474) | > loss_duration: 2.199105978012085 (2.3525712598453867) | > loss_1: 34.22736358642578 (32.433648109436035)  --> STEP: 23 | > loss_disc: 2.5518245697021484 (2.394403457641602) | > loss_disc_real_0: 0.20914170145988464 (0.12470101079215175) | > loss_disc_real_1: 0.20246559381484985 (0.18522383110678714) | > loss_disc_real_2: 0.24780194461345673 (0.22606300789376962) | > loss_disc_real_3: 0.3036773204803467 (0.2499638193327448) | > loss_disc_real_4: 0.2795165479183197 (0.21658423348613406) | > loss_disc_real_5: 0.24767962098121643 (0.206463855245839) | > loss_0: 2.5518245697021484 (2.394403457641602) | > loss_gen: 2.554816484451294 (2.3048506405042564) | > loss_kl: 2.4395880699157715 (3.0040017314579175) | > loss_feat: 6.457875728607178 (6.967933406000552) | > loss_mel: 17.823528289794922 (17.769279272659965) | > loss_duration: 2.3154029846191406 (2.3509552478790283) | > loss_1: 31.59121322631836 (32.397020505822226)  --> STEP: 24 | > loss_disc: 2.425413131713867 (2.395695527394613) | > loss_disc_real_0: 0.12119606137275696 (0.12455497123301029) | > loss_disc_real_1: 0.1505729705095291 (0.18378004524856806) | > loss_disc_real_2: 0.24800454080104828 (0.22697723843157291) | > loss_disc_real_3: 0.22779414057731628 (0.2490400827179353) | > loss_disc_real_4: 0.24532921612262726 (0.21778194109598795) | > loss_disc_real_5: 0.20583190023899078 (0.20643752378722033) | > loss_0: 2.425413131713867 (2.395695527394613) | > loss_gen: 2.2264835834503174 (2.301585346460342) | > loss_kl: 2.7224793434143066 (2.9922716319561005) | > loss_feat: 8.372831344604492 (7.02647082010905) | > loss_mel: 17.64004135131836 (17.763894359270733) | > loss_duration: 2.4382290840148926 (2.354591657718023) | > loss_1: 33.40006637573242 (32.43881408373515)  --> STEP: 25 | > loss_disc: 2.2520453929901123 (2.3899495220184326) | > loss_disc_real_0: 0.07881072163581848 (0.12272520124912262) | > loss_disc_real_1: 0.1860680878162384 (0.18387156695127488) | > loss_disc_real_2: 0.15371142327785492 (0.22404660582542418) | > loss_disc_real_3: 0.1704375445842743 (0.24589598119258885) | > loss_disc_real_4: 0.14163900911808014 (0.21473622381687163) | > loss_disc_real_5: 0.12162435054779053 (0.20304499685764313) | > loss_0: 2.2520453929901123 (2.3899495220184326) | > loss_gen: 1.9801132678985596 (2.2887264633178703) | > loss_kl: 2.6447253227233887 (2.978369779586792) | > loss_feat: 6.25963830947876 (6.995797519683838) | > loss_mel: 16.66822624206543 (17.72006763458252) | > loss_duration: 2.41867733001709 (2.3571550846099854) | > loss_1: 29.97138214111328 (32.34011680603028)  --> STEP: 26 | > loss_disc: 2.817317485809326 (2.4063867513950052) | > loss_disc_real_0: 0.17868126928806305 (0.12487735771215878) | > loss_disc_real_1: 0.39708539843559265 (0.19207209893144095) | > loss_disc_real_2: 0.2776731252670288 (0.2261091642654859) | > loss_disc_real_3: 0.24745780229568481 (0.2459560512350156) | > loss_disc_real_4: 0.25612619519233704 (0.2163281457928511) | > loss_disc_real_5: 0.30440548062324524 (0.20694347700247398) | > loss_0: 2.817317485809326 (2.4063867513950052) | > loss_gen: 2.2033045291900635 (2.2854410043129545) | > loss_kl: 2.0536019802093506 (2.9428017873030443) | > loss_feat: 4.61290979385376 (6.904147991767297) | > loss_mel: 8.588066101074219 (17.368836806370663) | > loss_duration: 2.3157176971435547 (2.3555613389381995) | > loss_1: 19.77359962463379 (31.856789222130416) --> EVAL PERFORMANCE | > avg_loader_time: 0.002399114462045523 (-1.4919501084547076e-05) | > avg_loss_disc: 2.4063867513950052 (+0.023990768652696115) | > avg_loss_disc_real_0: 0.12487735771215878 (+0.004112402120461822) | > avg_loss_disc_real_1: 0.19207209893144095 (+0.0034336805916749535) | > avg_loss_disc_real_2: 0.2261091642654859 (+0.04253274775468385) | > avg_loss_disc_real_3: 0.2459560512350156 (+0.03565005614207342) | > avg_loss_disc_real_4: 0.2163281457928511 (+0.02127467554349166) | > avg_loss_disc_real_5: 0.20694347700247398 (-0.0028529826265114855) | > avg_loss_0: 2.4063867513950052 (+0.023990768652696115) | > avg_loss_gen: 2.2854410043129545 (+0.04756413514797364) | > avg_loss_kl: 2.9428017873030443 (+0.024248847594627865) | > avg_loss_feat: 6.904147991767297 (-0.22427185682149986) | > avg_loss_mel: 17.368836806370663 (-0.0063588069035454) | > avg_loss_duration: 2.3555613389381995 (+0.018340028249299145) | > avg_loss_1: 31.856789222130416 (-0.14047776735743867)  > EPOCH: 715/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:48:37)   --> TIME: 2024-06-11 22:48:47 -- STEP: 24/330 -- GLOBAL_STEP: 323975 | > loss_disc: 2.5004286766052246 (2.327641834815344) | > loss_disc_real_0: 0.16852650046348572 (0.10593460003534953) | > loss_disc_real_1: 0.1843307465314865 (0.19719712374111018) | > loss_disc_real_2: 0.24241852760314941 (0.2059913563231627) | > loss_disc_real_3: 0.24697689712047577 (0.2253304235637188) | > loss_disc_real_4: 0.25523340702056885 (0.2279742273191611) | > loss_disc_real_5: 0.2254786491394043 (0.2210501047472159) | > loss_0: 2.5004286766052246 (2.327641834815344) | > grad_norm_0: tensor(11.2852, device='cuda:0') (tensor(7.5377, device='cuda:0')) | > loss_gen: 2.4454195499420166 (2.5012930432955414) | > loss_kl: 1.9155254364013672 (1.8934439222017925) | > loss_feat: 6.714931488037109 (6.926710605621338) | > loss_mel: 17.372940063476562 (17.44257950782776) | > loss_duration: 1.955186128616333 (2.037230029702187) | > loss_1: 30.404003143310547 (30.801257451375324) | > grad_norm_1: tensor(58.3189, device='cuda:0') (tensor(64.3969, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.3537 (0.36585797866185504) | > loader_time: 0.003 (0.0031693875789642334)  --> TIME: 2024-06-11 22:48:56 -- STEP: 49/330 -- GLOBAL_STEP: 324000 | > loss_disc: 2.284999370574951 (2.361770479046568) | > loss_disc_real_0: 0.09643903374671936 (0.10779323824206177) | > loss_disc_real_1: 0.1846446543931961 (0.1969350649386036) | > loss_disc_real_2: 0.19670788943767548 (0.20771663499121762) | > loss_disc_real_3: 0.19909198582172394 (0.22950666108909917) | > loss_disc_real_4: 0.23194463551044464 (0.23343187205645502) | > loss_disc_real_5: 0.21340155601501465 (0.22171591952139016) | > loss_0: 2.284999370574951 (2.361770479046568) | > grad_norm_0: tensor(5.0379, device='cuda:0') (tensor(7.2384, device='cuda:0')) | > loss_gen: 2.3992838859558105 (2.4749512721081164) | > loss_kl: 2.2375428676605225 (1.9182600220855401) | > loss_feat: 7.432631015777588 (6.882309378409873) | > loss_mel: 17.283117294311523 (17.397817806321743) | > loss_duration: 1.9434250593185425 (2.0037882182062887) | > loss_1: 31.29599952697754 (30.677126787146744) | > grad_norm_1: tensor(102.9142, device='cuda:0') (tensor(65.1874, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.3616 (0.36632566062771543) | > loader_time: 0.0037 (0.0033143442504260006) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_324000.pth  --> TIME: 2024-06-11 22:49:10 -- STEP: 74/330 -- GLOBAL_STEP: 324025 | > loss_disc: 2.2770333290100098 (2.349531830968083) | > loss_disc_real_0: 0.09844151884317398 (0.10814029824089359) | > loss_disc_real_1: 0.18655464053153992 (0.1959189295366004) | > loss_disc_real_2: 0.19709308445453644 (0.20765888650675077) | > loss_disc_real_3: 0.22440235316753387 (0.2289312949051728) | > loss_disc_real_4: 0.2303529679775238 (0.2323472783774943) | > loss_disc_real_5: 0.23000910878181458 (0.22336635577517586) | > loss_0: 2.2770333290100098 (2.349531830968083) | > grad_norm_0: tensor(10.0706, device='cuda:0') (tensor(7.1585, device='cuda:0')) | > loss_gen: 2.563652992248535 (2.4804524892085307) | > loss_kl: 2.0731024742126465 (1.9404738174902427) | > loss_feat: 7.231393814086914 (6.959261971551019) | > loss_mel: 18.284854888916016 (17.37173786678829) | > loss_duration: 1.9230003356933594 (1.9919040219203845) | > loss_1: 32.07600402832031 (30.74383034577241) | > grad_norm_1: tensor(140.1676, device='cuda:0') (tensor(69.2110, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.3713 (0.3697868714461455) | > loader_time: 0.004 (0.003458828539461703)  --> TIME: 2024-06-11 22:49:20 -- STEP: 99/330 -- GLOBAL_STEP: 324050 | > loss_disc: 2.297675132751465 (2.344126520734845) | > loss_disc_real_0: 0.1441057026386261 (0.10846999114510988) | > loss_disc_real_1: 0.20540936291217804 (0.1959552364517944) | > loss_disc_real_2: 0.20310060679912567 (0.2082620972033703) | > loss_disc_real_3: 0.20355214178562164 (0.2276732229223155) | > loss_disc_real_4: 0.22996336221694946 (0.23161769996989856) | > loss_disc_real_5: 0.21461065113544464 (0.22210996680789524) | > loss_0: 2.297675132751465 (2.344126520734845) | > grad_norm_0: tensor(9.2208, device='cuda:0') (tensor(8.2799, device='cuda:0')) | > loss_gen: 2.5265145301818848 (2.4859685030850502) | > loss_kl: 1.9778656959533691 (1.9519379187111903) | > loss_feat: 7.641944408416748 (6.975181940830115) | > loss_mel: 18.096452713012695 (17.374151711512084) | > loss_duration: 2.0065927505493164 (1.992508341567685) | > loss_1: 32.24937057495117 (30.77974851203687) | > grad_norm_1: tensor(106.5120, device='cuda:0') (tensor(87.9799, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.367 (0.37153543366326225) | > loader_time: 0.0038 (0.0035760113687226267)  --> TIME: 2024-06-11 22:49:29 -- STEP: 124/330 -- GLOBAL_STEP: 324075 | > loss_disc: 2.2986843585968018 (2.3458735923613268) | > loss_disc_real_0: 0.10178917646408081 (0.10958551561399814) | > loss_disc_real_1: 0.1814502328634262 (0.196334709203051) | > loss_disc_real_2: 0.1755165159702301 (0.20841838239181426) | > loss_disc_real_3: 0.1975359469652176 (0.22816579476479562) | > loss_disc_real_4: 0.20393267273902893 (0.231316035312991) | > loss_disc_real_5: 0.20994508266448975 (0.22221796755348483) | > loss_0: 2.2986843585968018 (2.3458735923613268) | > grad_norm_0: tensor(5.4177, device='cuda:0') (tensor(8.3169, device='cuda:0')) | > loss_gen: 2.5080649852752686 (2.4801321471891105) | > loss_kl: 2.0224905014038086 (1.9665395348302779) | > loss_feat: 7.955194473266602 (6.960276961326599) | > loss_mel: 18.35329246520996 (17.416237861879395) | > loss_duration: 2.0074570178985596 (1.996246793577748) | > loss_1: 32.846500396728516 (30.819433412244244) | > grad_norm_1: tensor(50.1803, device='cuda:0') (tensor(87.4657, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.3704 (0.3730051229077001) | > loader_time: 0.0037 (0.003681907730717813)  --> TIME: 2024-06-11 22:49:39 -- STEP: 149/330 -- GLOBAL_STEP: 324100 | > loss_disc: 2.3967971801757812 (2.346762183528617) | > loss_disc_real_0: 0.1369730830192566 (0.11144712447320054) | > loss_disc_real_1: 0.20917317271232605 (0.19642345587279172) | > loss_disc_real_2: 0.19870822131633759 (0.2088413777567396) | > loss_disc_real_3: 0.25319966673851013 (0.22808751303877606) | > loss_disc_real_4: 0.23752957582473755 (0.2316203389391803) | > loss_disc_real_5: 0.24749016761779785 (0.22217865028237332) | > loss_0: 2.3967971801757812 (2.346762183528617) | > grad_norm_0: tensor(20.0969, device='cuda:0') (tensor(8.8096, device='cuda:0')) | > loss_gen: 2.3842051029205322 (2.4815540425729434) | > loss_kl: 1.9874887466430664 (1.9767457782822166) | > loss_feat: 6.522281169891357 (6.975638111165706) | > loss_mel: 17.611867904663086 (17.422975002519223) | > loss_duration: 2.0352044105529785 (2.000347870308281) | > loss_1: 30.541046142578125 (30.857260902455987) | > grad_norm_1: tensor(187.5023, device='cuda:0') (tensor(93.7304, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.3773 (0.3767742054574442) | > loader_time: 0.004 (0.0037810562441013005)  --> TIME: 2024-06-11 22:49:49 -- STEP: 174/330 -- GLOBAL_STEP: 324125 | > loss_disc: 2.4722180366516113 (2.3478505871761794) | > loss_disc_real_0: 0.12470008432865143 (0.11200204864144325) | > loss_disc_real_1: 0.17384843528270721 (0.196383659010646) | > loss_disc_real_2: 0.19886085391044617 (0.20889255173247437) | > loss_disc_real_3: 0.22757503390312195 (0.22813248017738605) | > loss_disc_real_4: 0.223081573843956 (0.2312459335930046) | > loss_disc_real_5: 0.23637878894805908 (0.22236810847260483) | > loss_0: 2.4722180366516113 (2.3478505871761794) | > grad_norm_0: tensor(14.6952, device='cuda:0') (tensor(9.7766, device='cuda:0')) | > loss_gen: 2.283810615539551 (2.4787106719510303) | > loss_kl: 2.007856845855713 (1.9844596084507031) | > loss_feat: 7.157451629638672 (6.964622105675182) | > loss_mel: 17.228357315063477 (17.411903589621343) | > loss_duration: 2.110520601272583 (2.0066802652402855) | > loss_1: 30.787996292114258 (30.846376331373193) | > grad_norm_1: tensor(179.5050, device='cuda:0') (tensor(110.4101, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.391 (0.3780494202142474) | > loader_time: 0.0043 (0.0038704461064831964)  --> TIME: 2024-06-11 22:49:59 -- STEP: 199/330 -- GLOBAL_STEP: 324150 | > loss_disc: 2.302615165710449 (2.3534485946348553) | > loss_disc_real_0: 0.12454726547002792 (0.11346756210129465) | > loss_disc_real_1: 0.21945519745349884 (0.1966455491942976) | > loss_disc_real_2: 0.22908207774162292 (0.2098599309897303) | > loss_disc_real_3: 0.2180822193622589 (0.22847530455445525) | > loss_disc_real_4: 0.2218308299779892 (0.23116206448880872) | > loss_disc_real_5: 0.22134433686733246 (0.22300346757299333) | > loss_0: 2.302615165710449 (2.3534485946348553) | > grad_norm_0: tensor(12.2470, device='cuda:0') (tensor(10.7568, device='cuda:0')) | > loss_gen: 2.750120162963867 (2.479101321206021) | > loss_kl: 1.911305546760559 (1.9905924599374358) | > loss_feat: 8.20263671875 (6.974419476398871) | > loss_mel: 18.315359115600586 (17.3854656602869) | > loss_duration: 2.128451347351074 (2.0150055555842026) | > loss_1: 33.3078727722168 (30.84458454649652) | > grad_norm_1: tensor(304.0010, device='cuda:0') (tensor(124.6154, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.3956 (0.37977479091241734) | > loader_time: 0.0044 (0.003971473655508989)  --> TIME: 2024-06-11 22:50:10 -- STEP: 224/330 -- GLOBAL_STEP: 324175 | > loss_disc: 2.2904887199401855 (2.355615560497555) | > loss_disc_real_0: 0.09612295031547546 (0.11528523256337005) | > loss_disc_real_1: 0.22133560478687286 (0.19698783362816488) | > loss_disc_real_2: 0.199885755777359 (0.21002836478874087) | > loss_disc_real_3: 0.23652569949626923 (0.22874044181246841) | > loss_disc_real_4: 0.23470155894756317 (0.23174324911087751) | > loss_disc_real_5: 0.24692213535308838 (0.22347200315977842) | > loss_0: 2.2904887199401855 (2.355615560497555) | > grad_norm_0: tensor(42.0807, device='cuda:0') (tensor(13.1435, device='cuda:0')) | > loss_gen: 2.5226941108703613 (2.480243901056902) | > loss_kl: 2.062448024749756 (1.9979695581964083) | > loss_feat: 7.826735496520996 (6.993795795100076) | > loss_mel: 17.081077575683594 (17.337886882679797) | > loss_duration: 2.131441116333008 (2.022633933063065) | > loss_1: 31.6243953704834 (30.832530123846873) | > grad_norm_1: tensor(494.8676, device='cuda:0') (tensor(148.8147, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.4216 (0.3819804223520415) | > loader_time: 0.0052 (0.004087843000888823)  --> TIME: 2024-06-11 22:50:20 -- STEP: 249/330 -- GLOBAL_STEP: 324200 | > loss_disc: 2.3500218391418457 (2.35287665076045) | > loss_disc_real_0: 0.1256067454814911 (0.11514761257004068) | > loss_disc_real_1: 0.2394668459892273 (0.19692694781774497) | > loss_disc_real_2: 0.2069552093744278 (0.21037932081394886) | > loss_disc_real_3: 0.24379542469978333 (0.228629897337362) | > loss_disc_real_4: 0.24315205216407776 (0.23093827930559596) | > loss_disc_real_5: 0.22727654874324799 (0.22210169939630958) | > loss_0: 2.3500218391418457 (2.35287665076045) | > grad_norm_0: tensor(12.8168, device='cuda:0') (tensor(14.3832, device='cuda:0')) | > loss_gen: 2.556323528289795 (2.48990422846323) | > loss_kl: 2.0706288814544678 (2.0041526757090917) | > loss_feat: 6.444240570068359 (7.01165169214149) | > loss_mel: 16.807729721069336 (17.29725894391776) | > loss_duration: 2.0990734100341797 (2.0312922723800786) | > loss_1: 29.977996826171875 (30.83425987580694) | > grad_norm_1: tensor(634.9088, device='cuda:0') (tensor(170.3752, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.4114 (0.3852668947962872) | > loader_time: 0.0059 (0.004219610528294819)  --> TIME: 2024-06-11 22:50:31 -- STEP: 274/330 -- GLOBAL_STEP: 324225 | > loss_disc: 2.311466693878174 (2.352560593263945) | > loss_disc_real_0: 0.15253286063671112 (0.11659372054094815) | > loss_disc_real_1: 0.22460049390792847 (0.19706154799591885) | > loss_disc_real_2: 0.22993701696395874 (0.21045168255367416) | > loss_disc_real_3: 0.22794415056705475 (0.22839954952253913) | > loss_disc_real_4: 0.2555614411830902 (0.23078878397924188) | > loss_disc_real_5: 0.20872755348682404 (0.2209936091064536) | > loss_0: 2.311466693878174 (2.352560593263945) | > grad_norm_0: tensor(41.5069, device='cuda:0') (tensor(16.9413, device='cuda:0')) | > loss_gen: 2.748335599899292 (2.5001053314139363) | > loss_kl: 2.1471288204193115 (2.012533082579173) | > loss_feat: 7.303141117095947 (7.030382847263866) | > loss_mel: 16.282346725463867 (17.249839775753717) | > loss_duration: 2.128800630569458 (2.0402930265795574) | > loss_1: 30.609752655029297 (30.833154107532362) | > grad_norm_1: tensor(660.6593, device='cuda:0') (tensor(196.6064, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.4491 (0.38962695981464235) | > loader_time: 0.0064 (0.0043724488167867165)  --> TIME: 2024-06-11 22:50:43 -- STEP: 299/330 -- GLOBAL_STEP: 324250 | > loss_disc: 2.428751230239868 (2.3597553254768595) | > loss_disc_real_0: 0.08421559631824493 (0.1179605438358409) | > loss_disc_real_1: 0.17127223312854767 (0.1976482966372799) | > loss_disc_real_2: 0.18186786770820618 (0.21107354122260738) | > loss_disc_real_3: 0.21912170946598053 (0.22899186895244497) | > loss_disc_real_4: 0.22667302191257477 (0.2311361193357902) | > loss_disc_real_5: 0.22924165427684784 (0.22197775423128072) | > loss_0: 2.428751230239868 (2.3597553254768595) | > grad_norm_0: tensor(19.6520, device='cuda:0') (tensor(18.3500, device='cuda:0')) | > loss_gen: 2.378309965133667 (2.4937711376011555) | > loss_kl: 2.082080841064453 (2.0165765983205177) | > loss_feat: 7.051104545593262 (7.0226933390001784) | > loss_mel: 16.86280059814453 (17.201732995916775) | > loss_duration: 2.2240421772003174 (2.0511219457639096) | > loss_1: 30.598339080810547 (30.785896026968558) | > grad_norm_1: tensor(230.2900, device='cuda:0') (tensor(211.6613, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.4811 (0.3951809701313541) | > loader_time: 0.0066 (0.004533546824120357)  --> TIME: 2024-06-11 22:50:57 -- STEP: 324/330 -- GLOBAL_STEP: 324275 | > loss_disc: 2.543076753616333 (2.3621773705070406) | > loss_disc_real_0: 0.2552366256713867 (0.11991796283810227) | > loss_disc_real_1: 0.18896077573299408 (0.19747128512388384) | > loss_disc_real_2: 0.21734747290611267 (0.2112442711253225) | > loss_disc_real_3: 0.2450180947780609 (0.2285182917099676) | > loss_disc_real_4: 0.2328558713197708 (0.23129659251850332) | > loss_disc_real_5: 0.24936775863170624 (0.22225599363446236) | > loss_0: 2.543076753616333 (2.3621773705070406) | > grad_norm_0: tensor(12.6695, device='cuda:0') (tensor(18.2917, device='cuda:0')) | > loss_gen: 2.2385594844818115 (2.4879882438683203) | > loss_kl: 2.2144627571105957 (2.024512737253566) | > loss_feat: 8.749372482299805 (7.047512690226237) | > loss_mel: 17.74008560180664 (17.138342468826863) | > loss_duration: 2.2684826850891113 (2.065868172012729) | > loss_1: 33.21096420288086 (30.76422435266) | > grad_norm_1: tensor(113.3672, device='cuda:0') (tensor(211.1383, device='cuda:0')) | > current_lr_0: 0.00018289949240714095 | > current_lr_1: 0.00018289949240714095 | > step_time: 0.5934 (0.4061388196768584) | > loader_time: 0.0089 (0.004789455437365872)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.664907217025757 (2.664907217025757) | > loss_disc_real_0: 0.24562375247478485 (0.24562375247478485) | > loss_disc_real_1: 0.16393664479255676 (0.16393664479255676) | > loss_disc_real_2: 0.2657114863395691 (0.2657114863395691) | > loss_disc_real_3: 0.2592156231403351 (0.2592156231403351) | > loss_disc_real_4: 0.2982318699359894 (0.2982318699359894) | > loss_disc_real_5: 0.22259211540222168 (0.22259211540222168) | > loss_0: 2.664907217025757 (2.664907217025757) | > loss_gen: 2.2858080863952637 (2.2858080863952637) | > loss_kl: 1.5928494930267334 (1.5928494930267334) | > loss_feat: 6.154090404510498 (6.154090404510498) | > loss_mel: 15.747258186340332 (15.747258186340332) | > loss_duration: 3.035893440246582 (3.035893440246582) | > loss_1: 28.815898895263672 (28.815898895263672)  --> STEP: 1 | > loss_disc: 2.319672107696533 (2.319672107696533) | > loss_disc_real_0: 0.11091740429401398 (0.11091740429401398) | > loss_disc_real_1: 0.18614238500595093 (0.18614238500595093) | > loss_disc_real_2: 0.22868669033050537 (0.22868669033050537) | > loss_disc_real_3: 0.27784404158592224 (0.27784404158592224) | > loss_disc_real_4: 0.24135209619998932 (0.24135209619998932) | > loss_disc_real_5: 0.22204485535621643 (0.22204485535621643) | > loss_0: 2.319672107696533 (2.319672107696533) | > loss_gen: 2.462236166000366 (2.462236166000366) | > loss_kl: 3.599501371383667 (3.599501371383667) | > loss_feat: 5.946629047393799 (5.946629047393799) | > loss_mel: 17.027793884277344 (17.027793884277344) | > loss_duration: 2.3677642345428467 (2.3677642345428467) | > loss_1: 31.4039249420166 (31.4039249420166)  --> STEP: 2 | > loss_disc: 2.5764636993408203 (2.4480679035186768) | > loss_disc_real_0: 0.10390886664390564 (0.10741313546895981) | > loss_disc_real_1: 0.15219034254550934 (0.16916636377573013) | > loss_disc_real_2: 0.211688831448555 (0.22018776088953018) | > loss_disc_real_3: 0.3099670112133026 (0.2939055263996124) | > loss_disc_real_4: 0.298024982213974 (0.26968853920698166) | > loss_disc_real_5: 0.3039516806602478 (0.2629982680082321) | > loss_0: 2.5764636993408203 (2.4480679035186768) | > loss_gen: 2.258115768432617 (2.3601759672164917) | > loss_kl: 3.226043701171875 (3.412772536277771) | > loss_feat: 5.66043758392334 (5.803533315658569) | > loss_mel: 19.199020385742188 (18.113407135009766) | > loss_duration: 2.494650363922119 (2.431207299232483) | > loss_1: 32.8382682800293 (32.12109661102295)  --> STEP: 3 | > loss_disc: 2.504798173904419 (2.4669779936472573) | > loss_disc_real_0: 0.08791463822126389 (0.1009136363863945) | > loss_disc_real_1: 0.0881657749414444 (0.1421661674976349) | > loss_disc_real_2: 0.2649766206741333 (0.23511738081773123) | > loss_disc_real_3: 0.2814631760120392 (0.2897580762704213) | > loss_disc_real_4: 0.26421916484832764 (0.26786541442076367) | > loss_disc_real_5: 0.2862032353878021 (0.27073325713475543) | > loss_0: 2.504798173904419 (2.4669779936472573) | > loss_gen: 2.2572057247161865 (2.325852553049723) | > loss_kl: 2.8935048580169678 (3.2396833101908364) | > loss_feat: 7.32895040512085 (6.312005678812663) | > loss_mel: 17.734092712402344 (17.986968994140625) | > loss_duration: 2.4040417671203613 (2.422152121861776) | > loss_1: 32.617794036865234 (32.28666241963705)  --> STEP: 4 | > loss_disc: 2.4876222610473633 (2.472139060497284) | > loss_disc_real_0: 0.17144560813903809 (0.1185466293245554) | > loss_disc_real_1: 0.1627141237258911 (0.14730315655469894) | > loss_disc_real_2: 0.22987127304077148 (0.2338058538734913) | > loss_disc_real_3: 0.28289109468460083 (0.2880413308739662) | > loss_disc_real_4: 0.29488080739974976 (0.2746192626655102) | > loss_disc_real_5: 0.24228832125663757 (0.263622023165226) | > loss_0: 2.4876222610473633 (2.472139060497284) | > loss_gen: 2.2894749641418457 (2.316758155822754) | > loss_kl: 3.700357675552368 (3.3548519015312195) | > loss_feat: 5.8638997077941895 (6.199979186058044) | > loss_mel: 17.174692153930664 (17.783899784088135) | > loss_duration: 2.4497838020324707 (2.4290600419044495) | > loss_1: 31.478206634521484 (32.084548473358154)  --> STEP: 5 | > loss_disc: 2.288933753967285 (2.435497999191284) | > loss_disc_real_0: 0.11751731485128403 (0.11834076642990113) | > loss_disc_real_1: 0.21691347658634186 (0.16122522056102753) | > loss_disc_real_2: 0.24029503762722015 (0.23510369062423705) | > loss_disc_real_3: 0.24595272541046143 (0.27962360978126527) | > loss_disc_real_4: 0.223268523812294 (0.26434911489486695) | > loss_disc_real_5: 0.19157138466835022 (0.24921189546585082) | > loss_0: 2.288933753967285 (2.435497999191284) | > loss_gen: 2.5243632793426514 (2.3582791805267336) | > loss_kl: 2.8948543071746826 (3.2628523826599123) | > loss_feat: 7.548128128051758 (6.469608974456787) | > loss_mel: 18.854290008544922 (17.997977828979494) | > loss_duration: 2.3832626342773438 (2.4199005603790282) | > loss_1: 34.20489501953125 (32.50861778259277)  --> STEP: 6 | > loss_disc: 2.2777822017669678 (2.409212032953898) | > loss_disc_real_0: 0.11965146660804749 (0.11855921645959218) | > loss_disc_real_1: 0.13863302767276764 (0.15745985507965088) | > loss_disc_real_2: 0.18496379256248474 (0.22674704094727835) | > loss_disc_real_3: 0.27367278933525085 (0.2786318063735962) | > loss_disc_real_4: 0.2577027678489685 (0.2632413903872172) | > loss_disc_real_5: 0.25015711784362793 (0.2493694325288137) | > loss_0: 2.2777822017669678 (2.409212032953898) | > loss_gen: 2.512162446975708 (2.3839263916015625) | > loss_kl: 2.406280517578125 (3.1200904051462808) | > loss_feat: 6.16239070892334 (6.418405930201213) | > loss_mel: 17.486661911010742 (17.912758509318035) | > loss_duration: 2.1809115409851074 (2.380069057146708) | > loss_1: 30.7484073638916 (32.215249379475914)  --> STEP: 7 | > loss_disc: 2.3956918716430664 (2.407280581338065) | > loss_disc_real_0: 0.06268320232629776 (0.11057692872626441) | > loss_disc_real_1: 0.1379936784505844 (0.15467897270406997) | > loss_disc_real_2: 0.25403720140457153 (0.23064563529832022) | > loss_disc_real_3: 0.314714640378952 (0.2837864969457899) | > loss_disc_real_4: 0.24959351122379303 (0.26129169336387087) | > loss_disc_real_5: 0.2946131229400635 (0.2558328168732779) | > loss_0: 2.3956918716430664 (2.407280581338065) | > loss_gen: 2.456843137741089 (2.394343069621495) | > loss_kl: 4.170145511627197 (3.2700982775006975) | > loss_feat: 6.440581321716309 (6.421573843274798) | > loss_mel: 17.10831642150879 (17.79783821105957) | > loss_duration: 2.415465831756592 (2.3851257392338345) | > loss_1: 32.59135055541992 (32.268978118896484)  --> STEP: 8 | > loss_disc: 2.4211597442626953 (2.409015476703644) | > loss_disc_real_0: 0.14191007614135742 (0.11449357215315104) | > loss_disc_real_1: 0.28262513875961304 (0.17067224346101284) | > loss_disc_real_2: 0.18410193920135498 (0.22482767328619957) | > loss_disc_real_3: 0.27233171463012695 (0.282354649156332) | > loss_disc_real_4: 0.22742857038974762 (0.2570588029921055) | > loss_disc_real_5: 0.22148315608501434 (0.251539109274745) | > loss_0: 2.4211597442626953 (2.409015476703644) | > loss_gen: 2.4444239139556885 (2.400603175163269) | > loss_kl: 3.544182538986206 (3.304358810186386) | > loss_feat: 9.826815605163574 (6.847229063510895) | > loss_mel: 19.082239151000977 (17.958388328552246) | > loss_duration: 2.308220386505127 (2.375512570142746) | > loss_1: 37.20588302612305 (32.886091232299805)  --> STEP: 9 | > loss_disc: 2.5878193378448486 (2.4288825723859997) | > loss_disc_real_0: 0.2539709210395813 (0.1299910553627544) | > loss_disc_real_1: 0.27152061462402344 (0.1818776180346807) | > loss_disc_real_2: 0.19000476598739624 (0.22095846136411032) | > loss_disc_real_3: 0.23327548801898956 (0.27690140902996063) | > loss_disc_real_4: 0.2514904737472534 (0.25644009974267745) | > loss_disc_real_5: 0.2944481074810028 (0.256306775742107) | > loss_0: 2.5878193378448486 (2.4288825723859997) | > loss_gen: 2.423449754714966 (2.4031416840023465) | > loss_kl: 2.947688102722168 (3.264728731579251) | > loss_feat: 12.0405855178833 (7.424268669552273) | > loss_mel: 18.01943016052246 (17.965170754326714) | > loss_duration: 2.1922669410705566 (2.3551519446902804) | > loss_1: 37.6234245300293 (33.412461598714195)  --> STEP: 10 | > loss_disc: 2.597618579864502 (2.44575617313385) | > loss_disc_real_0: 0.10238045454025269 (0.12722999528050422) | > loss_disc_real_1: 0.22709862887859344 (0.18639971911907197) | > loss_disc_real_2: 0.1954747885465622 (0.2184100940823555) | > loss_disc_real_3: 0.2969871461391449 (0.2789099827408791) | > loss_disc_real_4: 0.24860186874866486 (0.2556562766432762) | > loss_disc_real_5: 0.2690865099430084 (0.2575847491621971) | > loss_0: 2.597618579864502 (2.44575617313385) | > loss_gen: 2.2711329460144043 (2.3899408102035524) | > loss_kl: 2.9654617309570312 (3.2348020315170287) | > loss_feat: 6.3300604820251465 (7.314847850799561) | > loss_mel: 17.072269439697266 (17.875880622863768) | > loss_duration: 2.3185222148895264 (2.351488971710205) | > loss_1: 30.957447052001953 (33.16696014404297)  --> STEP: 11 | > loss_disc: 2.6618196964263916 (2.4653983116149902) | > loss_disc_real_0: 0.15723496675491333 (0.12995771995999597) | > loss_disc_real_1: 0.13376478850841522 (0.18161472542719406) | > loss_disc_real_2: 0.2500361502170563 (0.22128519009460101) | > loss_disc_real_3: 0.30280205607414246 (0.28108198940753937) | > loss_disc_real_4: 0.31723132729530334 (0.2612540085207332) | > loss_disc_real_5: 0.2973892390727997 (0.26120333915407007) | > loss_0: 2.6618196964263916 (2.4653983116149902) | > loss_gen: 2.124263286590576 (2.365788308056918) | > loss_kl: 3.8210325241088867 (3.288095712661743) | > loss_feat: 6.079738140106201 (7.202565149827437) | > loss_mel: 16.66609764099121 (17.765900351784445) | > loss_duration: 2.5641117095947266 (2.3708183115178887) | > loss_1: 31.2552433013916 (32.99316770380194)  --> STEP: 12 | > loss_disc: 2.558661460876465 (2.4731702407201133) | > loss_disc_real_0: 0.23402762413024902 (0.1386302119741837) | > loss_disc_real_1: 0.2087947577238083 (0.18387972811857858) | > loss_disc_real_2: 0.26812368631362915 (0.22518839811285338) | > loss_disc_real_3: 0.26225537061691284 (0.2795131045083205) | > loss_disc_real_4: 0.26811012625694275 (0.26182535166541737) | > loss_disc_real_5: 0.25890275835990906 (0.26101162408788997) | > loss_0: 2.558661460876465 (2.4731702407201133) | > loss_gen: 2.432170867919922 (2.3713201880455017) | > loss_kl: 2.9636995792388916 (3.2610627015431723) | > loss_feat: 5.8424530029296875 (7.0892224709192915) | > loss_mel: 16.831798553466797 (17.688058535257976) | > loss_duration: 2.288330078125 (2.3639442920684814) | > loss_1: 30.35845184326172 (32.77360804875692)  --> STEP: 13 | > loss_disc: 2.6490790843963623 (2.4867016902336707) | > loss_disc_real_0: 0.16426138579845428 (0.14060184072989684) | > loss_disc_real_1: 0.23234067857265472 (0.18760749353812292) | > loss_disc_real_2: 0.31227073073387146 (0.23188703908370092) | > loss_disc_real_3: 0.323467880487442 (0.28289424112209904) | > loss_disc_real_4: 0.28133347630500793 (0.2633259766376935) | > loss_disc_real_5: 0.26411172747612 (0.2612500935792923) | > loss_0: 2.6490790843963623 (2.4867016902336707) | > loss_gen: 2.4755001068115234 (2.37933402795058) | > loss_kl: 3.3742246627807617 (3.2697674677922177) | > loss_feat: 5.599601745605469 (6.974636261279766) | > loss_mel: 16.980735778808594 (17.633649092454178) | > loss_duration: 2.2589943408966064 (2.355871218901414) | > loss_1: 30.689058303833008 (32.61325806837816)  --> STEP: 14 | > loss_disc: 2.5845651626586914 (2.4936919382640292) | > loss_disc_real_0: 0.1401984542608261 (0.1405730274106775) | > loss_disc_real_1: 0.15781085193157196 (0.18547916199479783) | > loss_disc_real_2: 0.3011265695095062 (0.2368327198284013) | > loss_disc_real_3: 0.3243873417377472 (0.2858580340232168) | > loss_disc_real_4: 0.2903430461883545 (0.2652557673198836) | > loss_disc_real_5: 0.2632107436656952 (0.2613901400140354) | > loss_0: 2.5845651626586914 (2.4936919382640292) | > loss_gen: 2.332070827484131 (2.3759580850601196) | > loss_kl: 3.3592729568481445 (3.276160717010498) | > loss_feat: 6.762335300445557 (6.959471906934466) | > loss_mel: 18.113733291625977 (17.667940820966447) | > loss_duration: 2.393585681915283 (2.3585651091166904) | > loss_1: 32.96099853515625 (32.63809667314802)  --> STEP: 15 | > loss_disc: 2.5802459716796875 (2.4994622071584067) | > loss_disc_real_0: 0.19726961851119995 (0.14435280015071233) | > loss_disc_real_1: 0.20197607576847076 (0.18657895624637605) | > loss_disc_real_2: 0.22832317650318146 (0.2362654169400533) | > loss_disc_real_3: 0.3080349266529083 (0.2873364935318629) | > loss_disc_real_4: 0.24932999908924103 (0.26419404943784075) | > loss_disc_real_5: 0.21921759843826294 (0.2585786372423172) | > loss_0: 2.5802459716796875 (2.4994622071584067) | > loss_gen: 2.257991075515747 (2.3680936177571614) | > loss_kl: 3.737616539001465 (3.3069244384765626) | > loss_feat: 7.874007225036621 (7.020440928141276) | > loss_mel: 17.615385055541992 (17.664437103271485) | > loss_duration: 2.3692359924316406 (2.3592765013376873) | > loss_1: 33.8542366027832 (32.719172668457034)  --> STEP: 16 | > loss_disc: 2.702446460723877 (2.5121487230062485) | > loss_disc_real_0: 0.26559168100357056 (0.15193023020401597) | > loss_disc_real_1: 0.15870951116085052 (0.1848371159285307) | > loss_disc_real_2: 0.20292282104492188 (0.2341815046966076) | > loss_disc_real_3: 0.2723406255245209 (0.286399251781404) | > loss_disc_real_4: 0.2951010763645172 (0.26612573862075806) | > loss_disc_real_5: 0.3085068464279175 (0.2616991503164172) | > loss_0: 2.702446460723877 (2.5121487230062485) | > loss_gen: 2.3447771072387695 (2.366636335849762) | > loss_kl: 3.098161220550537 (3.293876737356186) | > loss_feat: 5.913634777069092 (6.9512655436992645) | > loss_mel: 15.082271575927734 (17.5030517578125) | > loss_duration: 2.387716293334961 (2.361053988337517) | > loss_1: 28.82655906677246 (32.475884318351746)  --> STEP: 17 | > loss_disc: 2.565675735473633 (2.5152973707984474) | > loss_disc_real_0: 0.10532595217227936 (0.14918880208450205) | > loss_disc_real_1: 0.22484759986400604 (0.18719067380708806) | > loss_disc_real_2: 0.24789279699325562 (0.23498805130229278) | > loss_disc_real_3: 0.3624812066555023 (0.2908746608916451) | > loss_disc_real_4: 0.3170047104358673 (0.2691186193157645) | > loss_disc_real_5: 0.4179409444332123 (0.2708898440879934) | > loss_0: 2.565675735473633 (2.5152973707984474) | > loss_gen: 2.684950113296509 (2.3853606756995704) | > loss_kl: 2.5875930786132812 (3.252330639783074) | > loss_feat: 5.594681262969971 (6.8714664683622475) | > loss_mel: 17.166990280151367 (17.48328343559714) | > loss_duration: 2.45839262008667 (2.366779790205114) | > loss_1: 30.49260711669922 (32.35922095354866)  --> STEP: 18 | > loss_disc: 2.3206748962402344 (2.504485011100769) | > loss_disc_real_0: 0.0790209099650383 (0.14529058585564295) | > loss_disc_real_1: 0.16506719589233398 (0.18596159170071283) | > loss_disc_real_2: 0.1523706018924713 (0.23039819300174713) | > loss_disc_real_3: 0.22885851562023163 (0.2874293194876777) | > loss_disc_real_4: 0.283902108669281 (0.26993992427984875) | > loss_disc_real_5: 0.2117694467306137 (0.26760537756813896) | > loss_0: 2.3206748962402344 (2.504485011100769) | > loss_gen: 2.452815055847168 (2.389108141263326) | > loss_kl: 2.9274394512176514 (3.234281129307217) | > loss_feat: 9.238823890686035 (7.002986325158013) | > loss_mel: 19.013031005859375 (17.56826941172282) | > loss_duration: 2.223376750946045 (2.3588129546907215) | > loss_1: 35.85548782348633 (32.553458001878525)  --> STEP: 19 | > loss_disc: 2.5865983963012695 (2.508806768216585) | > loss_disc_real_0: 0.19866523146629333 (0.14809977772988772) | > loss_disc_real_1: 0.11911884695291519 (0.18244355250346034) | > loss_disc_real_2: 0.23641619086265564 (0.23071492973126864) | > loss_disc_real_3: 0.36963552236557007 (0.2917559617444089) | > loss_disc_real_4: 0.29779312014579773 (0.27140588195700394) | > loss_disc_real_5: 0.3113081455230713 (0.2699055232499775) | > loss_0: 2.5865983963012695 (2.508806768216585) | > loss_gen: 2.390700101852417 (2.389191928662752) | > loss_kl: 2.094526529312134 (3.1742940450969495) | > loss_feat: 7.108186721801758 (7.008523188139263) | > loss_mel: 17.005321502685547 (17.53864057440507) | > loss_duration: 2.3397085666656494 (2.3578074605841386) | > loss_1: 30.93844223022461 (32.46845717179148)  --> STEP: 20 | > loss_disc: 2.323944330215454 (2.4995636463165285) | > loss_disc_real_0: 0.1683439314365387 (0.14911198541522025) | > loss_disc_real_1: 0.17899848520755768 (0.1822712991386652) | > loss_disc_real_2: 0.23627106845378876 (0.23099273666739464) | > loss_disc_real_3: 0.3155507445335388 (0.29294570088386535) | > loss_disc_real_4: 0.21274493634700775 (0.2684728346765041) | > loss_disc_real_5: 0.20353680849075317 (0.2665870875120163) | > loss_0: 2.323944330215454 (2.4995636463165285) | > loss_gen: 2.6663835048675537 (2.403051507472992) | > loss_kl: 2.1515228748321533 (3.12315548658371) | > loss_feat: 6.824682712554932 (6.999331164360046) | > loss_mel: 18.879236221313477 (17.605670356750487) | > loss_duration: 2.3216960430145264 (2.356001889705658) | > loss_1: 32.84352111816406 (32.48721036911011)  --> STEP: 21 | > loss_disc: 2.4259018898010254 (2.496055943625314) | > loss_disc_real_0: 0.10019922256469727 (0.14678280623186202) | > loss_disc_real_1: 0.1580774486064911 (0.18111921101808548) | > loss_disc_real_2: 0.21821512281894684 (0.2303842788650876) | > loss_disc_real_3: 0.27149197459220886 (0.29192409486997695) | > loss_disc_real_4: 0.2697541117668152 (0.2685338478712809) | > loss_disc_real_5: 0.2853914201259613 (0.26748253192220417) | > loss_0: 2.4259018898010254 (2.496055943625314) | > loss_gen: 2.342123031616211 (2.400150151479812) | > loss_kl: 2.1592347621917725 (3.077254499707903) | > loss_feat: 4.94301700592041 (6.901411442529588) | > loss_mel: 13.601282119750977 (17.414985202607653) | > loss_duration: 2.159492015838623 (2.3466442766643705) | > loss_1: 25.205148696899414 (32.14044552757626)  --> STEP: 22 | > loss_disc: 2.360132932662964 (2.489877624945207) | > loss_disc_real_0: 0.1255771368741989 (0.14581891217015006) | > loss_disc_real_1: 0.2647544741630554 (0.18492081388831139) | > loss_disc_real_2: 0.3246261775493622 (0.23466800153255463) | > loss_disc_real_3: 0.3267247974872589 (0.29350594498894433) | > loss_disc_real_4: 0.23016612231731415 (0.2667898603461005) | > loss_disc_real_5: 0.19711299240589142 (0.2642839164896445) | > loss_0: 2.360132932662964 (2.489877624945207) | > loss_gen: 2.859135389328003 (2.421013116836548) | > loss_kl: 2.5061776638031006 (3.0512964617122305) | > loss_feat: 9.369749069213867 (7.013608607378873) | > loss_mel: 19.65567398071289 (17.516834692521527) | > loss_duration: 2.1809890270233154 (2.3391144925897773) | > loss_1: 36.57172393798828 (32.34186727350408)  --> STEP: 23 | > loss_disc: 2.697263717651367 (2.4988944115846055) | > loss_disc_real_0: 0.17905518412590027 (0.14726396747257398) | > loss_disc_real_1: 0.16276396811008453 (0.18395747276751892) | > loss_disc_real_2: 0.23869681358337402 (0.2348431672738946) | > loss_disc_real_3: 0.3848831057548523 (0.2974788650222447) | > loss_disc_real_4: 0.2883537709712982 (0.26772742167763086) | > loss_disc_real_5: 0.3212457299232483 (0.26676051707371423) | > loss_0: 2.697263717651367 (2.4988944115846055) | > loss_gen: 2.3311033248901367 (2.4171039954475733) | > loss_kl: 2.611281633377075 (3.0321653822193975) | > loss_feat: 5.456894874572754 (6.945925401604694) | > loss_mel: 16.96453094482422 (17.492821486099906) | > loss_duration: 2.2895569801330566 (2.336959818135137) | > loss_1: 29.65336799621582 (32.2249760005785)  --> STEP: 24 | > loss_disc: 2.3277807235717773 (2.4917646745840707) | > loss_disc_real_0: 0.10391245037317276 (0.14545765426009893) | > loss_disc_real_1: 0.15690529346466064 (0.18283029862989983) | > loss_disc_real_2: 0.2362099140882492 (0.23490011505782604) | > loss_disc_real_3: 0.21609269082546234 (0.2940877744307121) | > loss_disc_real_4: 0.22574760019779205 (0.2659782624493043) | > loss_disc_real_5: 0.2844662666320801 (0.2674982566386461) | > loss_0: 2.3277807235717773 (2.4917646745840707) | > loss_gen: 2.3913497924804688 (2.416030903657277) | > loss_kl: 2.6105079650878906 (3.0145963231722512) | > loss_feat: 6.110528469085693 (6.911117196083069) | > loss_mel: 17.590290069580078 (17.496882677078247) | > loss_duration: 2.4326601028442383 (2.3409473299980164) | > loss_1: 31.135337829589844 (32.179574410120644)  --> STEP: 25 | > loss_disc: 2.791144609451294 (2.50373987197876) | > loss_disc_real_0: 0.22198301553726196 (0.14851866871118546) | > loss_disc_real_1: 0.20330673456192017 (0.18364935606718064) | > loss_disc_real_2: 0.21421433985233307 (0.23407268404960632) | > loss_disc_real_3: 0.3480776250362396 (0.2962473684549332) | > loss_disc_real_4: 0.2696794271469116 (0.2661263090372086) | > loss_disc_real_5: 0.31701016426086426 (0.26947873294353486) | > loss_0: 2.791144609451294 (2.50373987197876) | > loss_gen: 2.23488187789917 (2.4087849426269528) | > loss_kl: 3.1949822902679443 (3.021811761856079) | > loss_feat: 7.584402561187744 (6.938048610687256) | > loss_mel: 15.009652137756348 (17.39739345550537) | > loss_duration: 2.4362335205078125 (2.344758777618408) | > loss_1: 30.46015167236328 (32.11079750061035)  --> STEP: 26 | > loss_disc: 3.033010959625244 (2.5240964522728553) | > loss_disc_real_0: 0.16296367347240448 (0.14907424581738618) | > loss_disc_real_1: 0.08080684393644333 (0.17969387483138305) | > loss_disc_real_2: 0.12067581713199615 (0.2297112660912367) | > loss_disc_real_3: 0.1418578177690506 (0.29030930881316847) | > loss_disc_real_4: 0.3067536950111389 (0.26768890080543667) | > loss_disc_real_5: 0.2651059925556183 (0.2693105506209227) | > loss_0: 3.033010959625244 (2.5240964522728553) | > loss_gen: 1.6396235227584839 (2.3792018110935502) | > loss_kl: 2.488926649093628 (3.001316180595985) | > loss_feat: 13.477033615112305 (7.189548033934373) | > loss_mel: 17.972925186157227 (17.41952929129967) | > loss_duration: 2.311152935028076 (2.3434662452110873) | > loss_1: 37.8896598815918 (32.33306143834041) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025334633313692533 (+0.00013434886932373047) | > avg_loss_disc: 2.5240964522728553 (+0.11770970087785004) | > avg_loss_disc_real_0: 0.14907424581738618 (+0.024196888105227396) | > avg_loss_disc_real_1: 0.17969387483138305 (-0.0123782241000579) | > avg_loss_disc_real_2: 0.2297112660912367 (+0.0036021018257507975) | > avg_loss_disc_real_3: 0.29030930881316847 (+0.044353257578152866) | > avg_loss_disc_real_4: 0.26768890080543667 (+0.05136075501258558) | > avg_loss_disc_real_5: 0.2693105506209227 (+0.062367073618448704) | > avg_loss_0: 2.5240964522728553 (+0.11770970087785004) | > avg_loss_gen: 2.3792018110935502 (+0.09376080678059573) | > avg_loss_kl: 3.001316180595985 (+0.058514393292940614) | > avg_loss_feat: 7.189548033934373 (+0.28540004216707615) | > avg_loss_mel: 17.41952929129967 (+0.050692484929008685) | > avg_loss_duration: 2.3434662452110873 (-0.01209509372711226) | > avg_loss_1: 32.33306143834041 (+0.47627221620999194)  > EPOCH: 716/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:51:20)   --> TIME: 2024-06-11 22:51:28 -- STEP: 19/330 -- GLOBAL_STEP: 324300 | > loss_disc: 2.247072696685791 (2.362237754621004) | > loss_disc_real_0: 0.11767373979091644 (0.10569592800579573) | > loss_disc_real_1: 0.20509043335914612 (0.20523160382321007) | > loss_disc_real_2: 0.1889839768409729 (0.20708628312537544) | > loss_disc_real_3: 0.20096759498119354 (0.22580204825652272) | > loss_disc_real_4: 0.21606165170669556 (0.2326517442339345) | > loss_disc_real_5: 0.23290234804153442 (0.2298270550213362) | > loss_0: 2.247072696685791 (2.362237754621004) | > grad_norm_0: tensor(4.7061, device='cuda:0') (tensor(8.4729, device='cuda:0')) | > loss_gen: 2.572350263595581 (2.471000859611913) | > loss_kl: 2.032217502593994 (1.9496517808813798) | > loss_feat: 7.88439416885376 (6.729346952940288) | > loss_mel: 17.463340759277344 (17.524531715794613) | > loss_duration: 1.9833284616470337 (2.0614716630232963) | > loss_1: 31.93562889099121 (30.73600287186472) | > grad_norm_1: tensor(60.0952, device='cuda:0') (tensor(69.8680, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.3689 (0.37004892449629934) | > loader_time: 0.0034 (0.003404353794298674)  --> TIME: 2024-06-11 22:51:38 -- STEP: 44/330 -- GLOBAL_STEP: 324325 | > loss_disc: 2.448025941848755 (2.355165649544109) | > loss_disc_real_0: 0.16299830377101898 (0.10763110948557203) | > loss_disc_real_1: 0.17024104297161102 (0.1971055499532006) | > loss_disc_real_2: 0.19077476859092712 (0.20984334972771732) | > loss_disc_real_3: 0.2483469396829605 (0.22878683426163413) | > loss_disc_real_4: 0.24220982193946838 (0.23208677531643349) | > loss_disc_real_5: 0.23794010281562805 (0.2260091362351721) | > loss_0: 2.448025941848755 (2.355165649544109) | > grad_norm_0: tensor(8.5925, device='cuda:0') (tensor(8.6631, device='cuda:0')) | > loss_gen: 2.4544029235839844 (2.490347959778525) | > loss_kl: 2.010089159011841 (1.9839779084379023) | > loss_feat: 6.739560127258301 (6.8721559264443135) | > loss_mel: 17.031490325927734 (17.540734291076657) | > loss_duration: 1.9206228256225586 (2.0122110599821257) | > loss_1: 30.156166076660156 (30.899426850405607) | > grad_norm_1: tensor(147.5899, device='cuda:0') (tensor(77.9326, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.3605 (0.37660539692098444) | > loader_time: 0.0033 (0.0035244009711525655)  --> TIME: 2024-06-11 22:51:47 -- STEP: 69/330 -- GLOBAL_STEP: 324350 | > loss_disc: 2.4081006050109863 (2.3449679492176436) | > loss_disc_real_0: 0.10812834650278091 (0.10849591031454611) | > loss_disc_real_1: 0.21275676786899567 (0.1968517599330432) | > loss_disc_real_2: 0.2117028534412384 (0.20958111921082373) | > loss_disc_real_3: 0.20934292674064636 (0.2260817524747572) | > loss_disc_real_4: 0.2394445538520813 (0.23066888080126996) | > loss_disc_real_5: 0.2390473484992981 (0.2247675272865572) | > loss_0: 2.4081006050109863 (2.3449679492176436) | > grad_norm_0: tensor(11.2731, device='cuda:0') (tensor(9.7271, device='cuda:0')) | > loss_gen: 2.4925429821014404 (2.49147747910541) | > loss_kl: 2.065396308898926 (1.981520412624746) | > loss_feat: 6.789330005645752 (6.975729244342749) | > loss_mel: 16.114816665649414 (17.454481069592468) | > loss_duration: 1.9346758127212524 (1.998705343923707) | > loss_1: 29.396760940551758 (30.901913324991863) | > grad_norm_1: tensor(70.7176, device='cuda:0') (tensor(91.1905, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.3523 (0.3744686064512833) | > loader_time: 0.0034 (0.0036141976066257644)  --> TIME: 2024-06-11 22:51:57 -- STEP: 94/330 -- GLOBAL_STEP: 324375 | > loss_disc: 2.297597646713257 (2.345721074875364) | > loss_disc_real_0: 0.15742604434490204 (0.11064249300893317) | > loss_disc_real_1: 0.19560444355010986 (0.1970551353185735) | > loss_disc_real_2: 0.20733429491519928 (0.20902936984883977) | > loss_disc_real_3: 0.21637028455734253 (0.2275517836530158) | > loss_disc_real_4: 0.24022313952445984 (0.23137278997517646) | > loss_disc_real_5: 0.2166428416967392 (0.2240170197601014) | > loss_0: 2.297597646713257 (2.345721074875364) | > grad_norm_0: tensor(10.3265, device='cuda:0') (tensor(9.3884, device='cuda:0')) | > loss_gen: 2.6029677391052246 (2.4983364445097895) | > loss_kl: 2.111081123352051 (1.993058353028399) | > loss_feat: 7.288919448852539 (7.024058210088851) | > loss_mel: 17.90258026123047 (17.46319423837866) | > loss_duration: 2.0163235664367676 (1.9957193465943033) | > loss_1: 31.921873092651367 (30.97436647212252) | > grad_norm_1: tensor(54.0833, device='cuda:0') (tensor(90.0695, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.3696 (0.37361324594375933) | > loader_time: 0.0043 (0.0036925001347318607)  --> TIME: 2024-06-11 22:52:06 -- STEP: 119/330 -- GLOBAL_STEP: 324400 | > loss_disc: 2.3749892711639404 (2.3483821764713557) | > loss_disc_real_0: 0.09620518982410431 (0.11237113522130902) | > loss_disc_real_1: 0.18442527949810028 (0.19676449995080963) | > loss_disc_real_2: 0.22769105434417725 (0.21021631823367432) | > loss_disc_real_3: 0.22666147351264954 (0.22710244833421306) | > loss_disc_real_4: 0.22338365018367767 (0.23014568493646734) | > loss_disc_real_5: 0.2288505882024765 (0.22391432548771387) | > loss_0: 2.3749892711639404 (2.3483821764713557) | > grad_norm_0: tensor(15.4175, device='cuda:0') (tensor(10.3338, device='cuda:0')) | > loss_gen: 2.509476900100708 (2.495668521448343) | > loss_kl: 2.2007577419281006 (1.9999524505198503) | > loss_feat: 8.005237579345703 (7.049681006359453) | > loss_mel: 18.038116455078125 (17.465537672283283) | > loss_duration: 1.9932607412338257 (1.9971707338044624) | > loss_1: 32.746849060058594 (31.00801028724478) | > grad_norm_1: tensor(244.8888, device='cuda:0') (tensor(108.6382, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.3573 (0.37334865882617085) | > loader_time: 0.0039 (0.003760339833107315)  --> TIME: 2024-06-11 22:52:16 -- STEP: 144/330 -- GLOBAL_STEP: 324425 | > loss_disc: 2.398979663848877 (2.350914865732191) | > loss_disc_real_0: 0.11864565312862396 (0.11332722639458047) | > loss_disc_real_1: 0.24935689568519592 (0.19667136576026678) | > loss_disc_real_2: 0.19776169955730438 (0.21084882639762426) | > loss_disc_real_3: 0.23146577179431915 (0.22779639655103287) | > loss_disc_real_4: 0.21370476484298706 (0.23044395529561573) | > loss_disc_real_5: 0.18025490641593933 (0.22378535827414858) | > loss_0: 2.398979663848877 (2.350914865732191) | > grad_norm_0: tensor(17.5770, device='cuda:0') (tensor(11.9959, device='cuda:0')) | > loss_gen: 2.4020071029663086 (2.494491732782787) | > loss_kl: 2.0557291507720947 (2.0073111537430024) | > loss_feat: 8.019570350646973 (7.035992486609353) | > loss_mel: 17.27621841430664 (17.41895539230772) | > loss_duration: 1.981902003288269 (2.001831982698705) | > loss_1: 31.73542594909668 (30.958582639694214) | > grad_norm_1: tensor(375.7672, device='cuda:0') (tensor(132.0015, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.3868 (0.37471364769670695) | > loader_time: 0.0039 (0.0038556555906931558)  --> TIME: 2024-06-11 22:52:26 -- STEP: 169/330 -- GLOBAL_STEP: 324450 | > loss_disc: 2.4884066581726074 (2.3527615564109294) | > loss_disc_real_0: 0.206806942820549 (0.11351494962823462) | > loss_disc_real_1: 0.21244706213474274 (0.19629738061033053) | > loss_disc_real_2: 0.20922642946243286 (0.21131902069029723) | > loss_disc_real_3: 0.2505910098552704 (0.2280785488130073) | > loss_disc_real_4: 0.24598655104637146 (0.2303964251420907) | > loss_disc_real_5: 0.23172657191753387 (0.22284316734449397) | > loss_0: 2.4884066581726074 (2.3527615564109294) | > grad_norm_0: tensor(32.3829, device='cuda:0') (tensor(13.5615, device='cuda:0')) | > loss_gen: 2.3704583644866943 (2.4956352287495633) | > loss_kl: 2.0914390087127686 (2.0083304481393487) | > loss_feat: 6.854849815368652 (7.049602161497759) | > loss_mel: 16.743017196655273 (17.426766468928417) | > loss_duration: 2.0381569862365723 (2.006300422566882) | > loss_1: 30.09792137145996 (30.986634643825553) | > grad_norm_1: tensor(150.4664, device='cuda:0') (tensor(156.5888, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.4068 (0.37692717546542004) | > loader_time: 0.0045 (0.003971049066125991)  --> TIME: 2024-06-11 22:52:36 -- STEP: 194/330 -- GLOBAL_STEP: 324475 | > loss_disc: 2.2974798679351807 (2.356382376139926) | > loss_disc_real_0: 0.09574837982654572 (0.11424479222635633) | > loss_disc_real_1: 0.2132015824317932 (0.1971045894567499) | > loss_disc_real_2: 0.2619001865386963 (0.21228124869545711) | > loss_disc_real_3: 0.22727179527282715 (0.22858019541833818) | > loss_disc_real_4: 0.252627968788147 (0.23030349189780422) | > loss_disc_real_5: 0.2095007747411728 (0.22263662302002465) | > loss_0: 2.2974798679351807 (2.356382376139926) | > grad_norm_0: tensor(17.8938, device='cuda:0') (tensor(16.7644, device='cuda:0')) | > loss_gen: 2.5882904529571533 (2.497536195922145) | > loss_kl: 2.0163967609405518 (2.012855188748271) | > loss_feat: 6.446315765380859 (7.03740481986213) | > loss_mel: 16.946674346923828 (17.392403061856925) | > loss_duration: 2.038585662841797 (2.014139976083618) | > loss_1: 30.03626251220703 (30.954339155216807) | > grad_norm_1: tensor(338.2280, device='cuda:0') (tensor(191.7810, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.4085 (0.37929529381781496) | > loader_time: 0.0054 (0.004089532439241701)  --> TIME: 2024-06-11 22:52:47 -- STEP: 219/330 -- GLOBAL_STEP: 324500 | > loss_disc: 2.376696825027466 (2.357187067537004) | > loss_disc_real_0: 0.15048204362392426 (0.11454913809419223) | > loss_disc_real_1: 0.1799231618642807 (0.19690272075944837) | > loss_disc_real_2: 0.2062431424856186 (0.21235228748354193) | > loss_disc_real_3: 0.2272312194108963 (0.22872983579221925) | > loss_disc_real_4: 0.19330202043056488 (0.2303537422255294) | > loss_disc_real_5: 0.2148364633321762 (0.2225687105089562) | > loss_0: 2.376696825027466 (2.357187067537004) | > grad_norm_0: tensor(43.9788, device='cuda:0') (tensor(18.9326, device='cuda:0')) | > loss_gen: 2.3009262084960938 (2.5041672606446426) | > loss_kl: 2.0901529788970947 (2.017983040853177) | > loss_feat: 7.2464470863342285 (7.041327602787105) | > loss_mel: 17.232778549194336 (17.334869776686574) | > loss_duration: 2.0702943801879883 (2.0216764135447813) | > loss_1: 30.940597534179688 (30.920024018309434) | > grad_norm_1: tensor(363.5176, device='cuda:0') (tensor(218.2749, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.4041 (0.3823790887719419) | > loader_time: 0.0052 (0.004216657925958502) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_324500.pth  --> TIME: 2024-06-11 22:53:01 -- STEP: 244/330 -- GLOBAL_STEP: 324525 | > loss_disc: 2.3949203491210938 (2.3564479399899976) | > loss_disc_real_0: 0.09070610255002975 (0.115800749205175) | > loss_disc_real_1: 0.20636680722236633 (0.19744026514350388) | > loss_disc_real_2: 0.2051200568675995 (0.21201768004503407) | > loss_disc_real_3: 0.22208750247955322 (0.22834688608275086) | > loss_disc_real_4: 0.24190068244934082 (0.2298672410552619) | > loss_disc_real_5: 0.23294031620025635 (0.22183993794634693) | > loss_0: 2.3949203491210938 (2.3564479399899976) | > grad_norm_0: tensor(25.5636, device='cuda:0') (tensor(20.8242, device='cuda:0')) | > loss_gen: 2.5377211570739746 (2.50489370842449) | > loss_kl: 2.0734846591949463 (2.0224831563527457) | > loss_feat: 7.177242755889893 (7.038235291105802) | > loss_mel: 17.27684783935547 (17.300941201507065) | > loss_duration: 2.0537827014923096 (2.030734648958581) | > loss_1: 31.119081497192383 (30.897287947232606) | > grad_norm_1: tensor(680.0586, device='cuda:0') (tensor(240.0155, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.4168 (0.3856257493378685) | > loader_time: 0.0061 (0.004365152022877678)  --> TIME: 2024-06-11 22:53:12 -- STEP: 269/330 -- GLOBAL_STEP: 324550 | > loss_disc: 2.422126293182373 (2.360823028592816) | > loss_disc_real_0: 0.08020074665546417 (0.11668017100833605) | > loss_disc_real_1: 0.21880364418029785 (0.19757753738018657) | > loss_disc_real_2: 0.21251805126667023 (0.21204747619682085) | > loss_disc_real_3: 0.21794383227825165 (0.2287526116827607) | > loss_disc_real_4: 0.2369999885559082 (0.23000234060792674) | > loss_disc_real_5: 0.217208132147789 (0.22194512936262392) | > loss_0: 2.422126293182373 (2.360823028592816) | > grad_norm_0: tensor(36.5886, device='cuda:0') (tensor(21.2507, device='cuda:0')) | > loss_gen: 2.4441585540771484 (2.498552026358679) | > loss_kl: 2.091268539428711 (2.0284029808186244) | > loss_feat: 6.115135192871094 (7.045456163058937) | > loss_mel: 15.92019271850586 (17.26924988062408) | > loss_duration: 2.136777639389038 (2.0394251501693157) | > loss_1: 28.70753288269043 (30.88108615804339) | > grad_norm_1: tensor(328.7501, device='cuda:0') (tensor(247.5831, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.431 (0.38953385743066715) | > loader_time: 0.0058 (0.004487931063627222)  --> TIME: 2024-06-11 22:53:24 -- STEP: 294/330 -- GLOBAL_STEP: 324575 | > loss_disc: 2.4548330307006836 (2.3653295413166497) | > loss_disc_real_0: 0.10764975100755692 (0.11793915784227199) | > loss_disc_real_1: 0.22332192957401276 (0.1979538303147368) | > loss_disc_real_2: 0.23983702063560486 (0.21232291513762505) | > loss_disc_real_3: 0.2197633981704712 (0.22901371749890906) | > loss_disc_real_4: 0.24078719317913055 (0.23036046407255187) | > loss_disc_real_5: 0.23231349885463715 (0.2221376688606074) | > loss_0: 2.4548330307006836 (2.3653295413166497) | > grad_norm_0: tensor(27.2162, device='cuda:0') (tensor(22.3886, device='cuda:0')) | > loss_gen: 2.3885509967803955 (2.4948754732300635) | > loss_kl: 2.150768280029297 (2.031027545734328) | > loss_feat: 6.977061748504639 (7.0449333255793745) | > loss_mel: 16.998476028442383 (17.221507374121217) | > loss_duration: 2.2028536796569824 (2.049489605588978) | > loss_1: 30.71771240234375 (30.841833341689338) | > grad_norm_1: tensor(319.8019, device='cuda:0') (tensor(263.5302, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.4645 (0.3954644146419706) | > loader_time: 0.0076 (0.004645598988954712)  --> TIME: 2024-06-11 22:53:37 -- STEP: 319/330 -- GLOBAL_STEP: 324600 | > loss_disc: 2.4150688648223877 (2.369095770169203) | > loss_disc_real_0: 0.10564197599887848 (0.11934379977539042) | > loss_disc_real_1: 0.19032210111618042 (0.19858435338193717) | > loss_disc_real_2: 0.16317874193191528 (0.21227674573940164) | > loss_disc_real_3: 0.21207402646541595 (0.22908139882790257) | > loss_disc_real_4: 0.22682742774486542 (0.23051384511786194) | > loss_disc_real_5: 0.21835556626319885 (0.2223023805405279) | > loss_0: 2.4150688648223877 (2.369095770169203) | > grad_norm_0: tensor(36.2583, device='cuda:0') (tensor(23.8475, device='cuda:0')) | > loss_gen: 2.4017415046691895 (2.4886260682886285) | > loss_kl: 2.1320629119873047 (2.034438744607764) | > loss_feat: 7.773848056793213 (7.036372849933777) | > loss_mel: 16.62244415283203 (17.158589838440513) | > loss_duration: 2.2513773441314697 (2.063696573894226) | > loss_1: 31.181472778320312 (30.781724080770367) | > grad_norm_1: tensor(378.1529, device='cuda:0') (tensor(276.5165, device='cuda:0')) | > current_lr_0: 0.00018287662997059005 | > current_lr_1: 0.00018287662997059005 | > step_time: 0.5575 (0.4055847008026506) | > loader_time: 0.0086 (0.004878142784381734)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6561477184295654 (2.6561477184295654) | > loss_disc_real_0: 0.24781961739063263 (0.24781961739063263) | > loss_disc_real_1: 0.1611396074295044 (0.1611396074295044) | > loss_disc_real_2: 0.26578930020332336 (0.26578930020332336) | > loss_disc_real_3: 0.29677870869636536 (0.29677870869636536) | > loss_disc_real_4: 0.3760793209075928 (0.3760793209075928) | > loss_disc_real_5: 0.3198646306991577 (0.3198646306991577) | > loss_0: 2.6561477184295654 (2.6561477184295654) | > loss_gen: 2.6386513710021973 (2.6386513710021973) | > loss_kl: 3.1913411617279053 (3.1913411617279053) | > loss_feat: 4.491647243499756 (4.491647243499756) | > loss_mel: 15.474811553955078 (15.474811553955078) | > loss_duration: 3.017024040222168 (3.017024040222168) | > loss_1: 28.813472747802734 (28.813472747802734)  --> STEP: 1 | > loss_disc: 2.064075231552124 (2.064075231552124) | > loss_disc_real_0: 0.08268341422080994 (0.08268341422080994) | > loss_disc_real_1: 0.13596436381340027 (0.13596436381340027) | > loss_disc_real_2: 0.189138725399971 (0.189138725399971) | > loss_disc_real_3: 0.24203063547611237 (0.24203063547611237) | > loss_disc_real_4: 0.22424614429473877 (0.22424614429473877) | > loss_disc_real_5: 0.22048072516918182 (0.22048072516918182) | > loss_0: 2.064075231552124 (2.064075231552124) | > loss_gen: 2.754316806793213 (2.754316806793213) | > loss_kl: 3.160012722015381 (3.160012722015381) | > loss_feat: 6.528561592102051 (6.528561592102051) | > loss_mel: 18.662878036499023 (18.662878036499023) | > loss_duration: 2.3601245880126953 (2.3601245880126953) | > loss_1: 33.46589279174805 (33.46589279174805)  --> STEP: 2 | > loss_disc: 2.5903565883636475 (2.3272159099578857) | > loss_disc_real_0: 0.17583535611629486 (0.1292593851685524) | > loss_disc_real_1: 0.24395853281021118 (0.18996144831180573) | > loss_disc_real_2: 0.2692805826663971 (0.22920965403318405) | > loss_disc_real_3: 0.31542909145355225 (0.2787298634648323) | > loss_disc_real_4: 0.29766222834587097 (0.26095418632030487) | > loss_disc_real_5: 0.2661133408546448 (0.2432970330119133) | > loss_0: 2.5903565883636475 (2.3272159099578857) | > loss_gen: 2.4276163578033447 (2.590966582298279) | > loss_kl: 2.4877424240112305 (2.8238775730133057) | > loss_feat: 5.532707691192627 (6.030634641647339) | > loss_mel: 17.123756408691406 (17.893317222595215) | > loss_duration: 2.45322585105896 (2.4066752195358276) | > loss_1: 30.025049209594727 (31.745471000671387)  --> STEP: 3 | > loss_disc: 2.3545780181884766 (2.336336612701416) | > loss_disc_real_0: 0.09454706311225891 (0.1176886111497879) | > loss_disc_real_1: 0.17669044435024261 (0.185537780324618) | > loss_disc_real_2: 0.258688360452652 (0.23903588950634003) | > loss_disc_real_3: 0.24801263213157654 (0.26849078635374707) | > loss_disc_real_4: 0.27804169058799744 (0.2666500210762024) | > loss_disc_real_5: 0.24537776410579681 (0.2439906100432078) | > loss_0: 2.3545780181884766 (2.336336612701416) | > loss_gen: 2.450326442718506 (2.544086535771688) | > loss_kl: 3.888749837875366 (3.1788349946339927) | > loss_feat: 6.6165924072265625 (6.225953896840413) | > loss_mel: 16.001127243041992 (17.26258722941081) | > loss_duration: 2.3965673446655273 (2.403305927912394) | > loss_1: 31.353363037109375 (31.614768346150715)  --> STEP: 4 | > loss_disc: 2.3075342178344727 (2.32913601398468) | > loss_disc_real_0: 0.14002370834350586 (0.12327238544821739) | > loss_disc_real_1: 0.16510426998138428 (0.18042940273880959) | > loss_disc_real_2: 0.23782417178153992 (0.23873296007514) | > loss_disc_real_3: 0.30782848596572876 (0.2783252112567425) | > loss_disc_real_4: 0.31866466999053955 (0.2796536833047867) | > loss_disc_real_5: 0.24160735309123993 (0.24339479580521584) | > loss_0: 2.3075342178344727 (2.32913601398468) | > loss_gen: 2.6363418102264404 (2.567150354385376) | > loss_kl: 4.289198875427246 (3.456425964832306) | > loss_feat: 6.0630011558532715 (6.185215711593628) | > loss_mel: 18.234777450561523 (17.505634784698486) | > loss_duration: 2.4311983585357666 (2.4102790355682373) | > loss_1: 33.654518127441406 (32.12470579147339)  --> STEP: 5 | > loss_disc: 2.2603492736816406 (2.3153786659240723) | > loss_disc_real_0: 0.11855727434158325 (0.12232936322689056) | > loss_disc_real_1: 0.1759045571088791 (0.1795244336128235) | > loss_disc_real_2: 0.20144641399383545 (0.23127565085887908) | > loss_disc_real_3: 0.24123314023017883 (0.2709067970514297) | > loss_disc_real_4: 0.24689695239067078 (0.2731023371219635) | > loss_disc_real_5: 0.18586762249469757 (0.23188936114311218) | > loss_0: 2.2603492736816406 (2.3153786659240723) | > loss_gen: 2.411132335662842 (2.535946750640869) | > loss_kl: 3.0874249935150146 (3.382625770568848) | > loss_feat: 5.742868423461914 (6.096746253967285) | > loss_mel: 19.214736938476562 (17.8474552154541) | > loss_duration: 2.437164306640625 (2.415656089782715) | > loss_1: 32.89332580566406 (32.27842979431152)  --> STEP: 6 | > loss_disc: 2.549879312515259 (2.3544621070226035) | > loss_disc_real_0: 0.14253593981266022 (0.12569712599118552) | > loss_disc_real_1: 0.2517644464969635 (0.19156443576018015) | > loss_disc_real_2: 0.2776162624359131 (0.23899908612171808) | > loss_disc_real_3: 0.26734858751296997 (0.2703137621283531) | > loss_disc_real_4: 0.29001399874687195 (0.27592094739278156) | > loss_disc_real_5: 0.24482126533985138 (0.23404467850923538) | > loss_0: 2.549879312515259 (2.3544621070226035) | > loss_gen: 2.5166711807250977 (2.5327341556549072) | > loss_kl: 3.239772081375122 (3.3588168223698935) | > loss_feat: 6.1512556076049805 (6.105831146240234) | > loss_mel: 17.359113693237305 (17.7660649617513) | > loss_duration: 2.257892370223999 (2.3893621365229287) | > loss_1: 31.524703979492188 (32.152808825174965)  --> STEP: 7 | > loss_disc: 2.423734664916992 (2.3643581867218018) | > loss_disc_real_0: 0.14777648448944092 (0.12885132006236485) | > loss_disc_real_1: 0.17251941561698914 (0.18884371859686716) | > loss_disc_real_2: 0.26746800541877747 (0.24306607459272658) | > loss_disc_real_3: 0.29476404190063477 (0.2738066592386791) | > loss_disc_real_4: 0.36183962225914 (0.28819504380226135) | > loss_disc_real_5: 0.3425348401069641 (0.24954327302319662) | > loss_0: 2.423734664916992 (2.3643581867218018) | > loss_gen: 2.968130111694336 (2.594933577946254) | > loss_kl: 4.084876537322998 (3.4625396387917653) | > loss_feat: 6.180561542510986 (6.116506917136056) | > loss_mel: 18.872177124023438 (17.924080984933035) | > loss_duration: 2.4848480224609375 (2.403002977371216) | > loss_1: 34.59059143066406 (32.50106348310198)  --> STEP: 8 | > loss_disc: 2.0684642791748047 (2.327371448278427) | > loss_disc_real_0: 0.14000631868839264 (0.13024569489061832) | > loss_disc_real_1: 0.15120108425617218 (0.18413838930428028) | > loss_disc_real_2: 0.2757086455821991 (0.24714639596641064) | > loss_disc_real_3: 0.24288341403007507 (0.26994125358760357) | > loss_disc_real_4: 0.19822973012924194 (0.2769493795931339) | > loss_disc_real_5: 0.19039911031723022 (0.24215025268495083) | > loss_0: 2.0684642791748047 (2.327371448278427) | > loss_gen: 2.8516833782196045 (2.627027302980423) | > loss_kl: 2.8571152687072754 (3.3868615925312042) | > loss_feat: 10.40987777709961 (6.6531782746315) | > loss_mel: 18.673927307128906 (18.01781177520752) | > loss_duration: 2.2973995208740234 (2.3898025453090668) | > loss_1: 37.090003967285156 (33.07468104362488)  --> STEP: 9 | > loss_disc: 2.3869950771331787 (2.333996295928955) | > loss_disc_real_0: 0.1865760087966919 (0.13650461865795982) | > loss_disc_real_1: 0.22479113936424255 (0.18865536153316498) | > loss_disc_real_2: 0.2063411921262741 (0.2426124844286177) | > loss_disc_real_3: 0.24076691269874573 (0.2666996601555083) | > loss_disc_real_4: 0.23331862688064575 (0.2721015181806352) | > loss_disc_real_5: 0.2242186963558197 (0.2401578575372696) | > loss_0: 2.3869950771331787 (2.333996295928955) | > loss_gen: 2.517011880874634 (2.614803367190891) | > loss_kl: 2.522003412246704 (3.2907662391662598) | > loss_feat: 8.24122142791748 (6.829627513885498) | > loss_mel: 20.30716323852539 (18.272184160020615) | > loss_duration: 2.1890945434570312 (2.367501656214396) | > loss_1: 35.77649688720703 (33.374882804022896)  --> STEP: 10 | > loss_disc: 2.4439544677734375 (2.3449921131134035) | > loss_disc_real_0: 0.14980269968509674 (0.13783442676067353) | > loss_disc_real_1: 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loss_disc_real_4: 0.20254161953926086 (0.2686695835807107) | > loss_disc_real_5: 0.2470586895942688 (0.2445022098042748) | > loss_0: 2.434359073638916 (2.3531163822520864) | > loss_gen: 2.524974822998047 (2.6224965182217685) | > loss_kl: 3.7345728874206543 (3.3026104840365322) | > loss_feat: 7.686040878295898 (6.85984654860063) | > loss_mel: 17.960922241210938 (18.201373360373758) | > loss_duration: 2.5227417945861816 (2.387003876946189) | > loss_1: 34.42925262451172 (33.373330723155625)  --> STEP: 12 | > loss_disc: 2.5756006240844727 (2.3716567357381186) | > loss_disc_real_0: 0.1628909707069397 (0.13844954470793405) | > loss_disc_real_1: 0.2367052286863327 (0.1955154724419117) | > loss_disc_real_2: 0.3667217493057251 (0.26157404730717343) | > loss_disc_real_3: 0.34342363476753235 (0.27600135530034703) | > loss_disc_real_4: 0.2939399182796478 (0.2707754448056221) | > loss_disc_real_5: 0.19786477088928223 (0.24061575656135878) | > loss_0: 2.5756006240844727 (2.3716567357381186) | > loss_gen: 2.6667234897613525 (2.6261820991834006) | > loss_kl: 2.787910223007202 (3.2597187956174216) | > loss_feat: 6.133044719696045 (6.7992797295252485) | > loss_mel: 16.25018882751465 (18.038774649302166) | > loss_duration: 2.266864061355591 (2.376992225646972) | > loss_1: 30.1047306060791 (33.10094738006591)  --> STEP: 13 | > loss_disc: 2.478754997253418 (2.3798950635469875) | > loss_disc_real_0: 0.15468639135360718 (0.13969853291144738) | > loss_disc_real_1: 0.19383348524570465 (0.19538608881143424) | > loss_disc_real_2: 0.32627421617507935 (0.2665509833739354) | > loss_disc_real_3: 0.2635364532470703 (0.2750425166808642) | > loss_disc_real_4: 0.28919440507888794 (0.27219228790356564) | > loss_disc_real_5: 0.25945231318473816 (0.24206472245546487) | > loss_0: 2.478754997253418 (2.3798950635469875) | > loss_gen: 2.5167839527130127 (2.617766857147217) | > loss_kl: 3.815032958984375 (3.302435269722572) | > loss_feat: 6.7732954025268555 (6.797280935140757) | > loss_mel: 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2.3110756874084473 (2.3884361743927003) | > loss_disc_real_0: 0.1811867356300354 (0.14888115028540294) | > loss_disc_real_1: 0.2024095505475998 (0.19535824358463288) | > loss_disc_real_2: 0.263895720243454 (0.2673606832822164) | > loss_disc_real_3: 0.21976573765277863 (0.2724026421705882) | > loss_disc_real_4: 0.24491842091083527 (0.27509030600388845) | > loss_disc_real_5: 0.2150888592004776 (0.24075560967127482) | > loss_0: 2.3110756874084473 (2.3884361743927003) | > loss_gen: 2.5824289321899414 (2.6080763498942057) | > loss_kl: 3.8516621589660645 (3.396507438023885) | > loss_feat: 8.655570983886719 (6.823353385925293) | > loss_mel: 16.395381927490234 (17.659967104593914) | > loss_duration: 2.4407529830932617 (2.3816233952840165) | > loss_1: 33.92579650878906 (32.86952768961588)  --> STEP: 16 | > loss_disc: 2.5359795093536377 (2.397657632827759) | > loss_disc_real_0: 0.13820675015449524 (0.1482140002772212) | > loss_disc_real_1: 0.2242458611726761 (0.19716371968388557) | > 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(0.2744687383665758) | > loss_disc_real_5: 0.2599768042564392 (0.2431010901927948) | > loss_0: 2.5198817253112793 (2.4048472853267895) | > loss_gen: 2.407442092895508 (2.595404821283677) | > loss_kl: 2.6349048614501953 (3.328767678316902) | > loss_feat: 6.927659034729004 (6.74877654804903) | > loss_mel: 17.48554801940918 (17.57989844153909) | > loss_duration: 2.460078001022339 (2.389299589044907) | > loss_1: 31.915630340576172 (32.642146952012)  --> STEP: 18 | > loss_disc: 2.2666125297546387 (2.3971675766838922) | > loss_disc_real_0: 0.1390533298254013 (0.14632683909601635) | > loss_disc_real_1: 0.21370171010494232 (0.2014050011833509) | > loss_disc_real_2: 0.2723223865032196 (0.2748444245921241) | > loss_disc_real_3: 0.23919115960597992 (0.27341769056187737) | > loss_disc_real_4: 0.2252640426158905 (0.2717351441582044) | > loss_disc_real_5: 0.1665680855512619 (0.23884925660159853) | > loss_0: 2.2666125297546387 (2.3971675766838922) | > loss_gen: 2.7811567783355713 (2.6057243744532266) | > loss_kl: 2.6512508392333984 (3.2911278539233737) | > loss_feat: 8.608614921569824 (6.852100902133518) | > loss_mel: 17.721418380737305 (17.587760660383438) | > loss_duration: 2.2555551528930664 (2.381869342592027) | > loss_1: 34.01799774169922 (32.71858310699462)  --> STEP: 19 | > loss_disc: 2.4793107509613037 (2.401490901645861) | > loss_disc_real_0: 0.12654489278793335 (0.14528568402716988) | > loss_disc_real_1: 0.20246315002441406 (0.20146069322761737) | > loss_disc_real_2: 0.23324626684188843 (0.2726550478684275) | > loss_disc_real_3: 0.2402031421661377 (0.2716695564357858) | > loss_disc_real_4: 0.3263553977012634 (0.2746098943446812) | > loss_disc_real_5: 0.28815844655036926 (0.24144447712521805) | > loss_0: 2.4793107509613037 (2.401490901645861) | > loss_gen: 2.4595067501068115 (2.5980287100139416) | > loss_kl: 2.2637808322906494 (3.237056958047967) | > loss_feat: 6.483044624328613 (6.832676887512207) | > loss_mel: 16.32845687866211 (17.52148151397705) | > loss_duration: 2.360531806945801 (2.3807463144001204) | > loss_1: 29.895320892333984 (32.56999035885459)  --> STEP: 20 | > loss_disc: 2.2690727710723877 (2.3948699951171877) | > loss_disc_real_0: 0.12638458609580994 (0.1443406291306019) | > loss_disc_real_1: 0.16389082372188568 (0.19958219975233077) | > loss_disc_real_2: 0.20054687559604645 (0.2690496392548084) | > loss_disc_real_3: 0.2438616156578064 (0.27027915939688685) | > loss_disc_real_4: 0.2253066897392273 (0.2721447341144085) | > loss_disc_real_5: 0.13823629915714264 (0.23628406822681428) | > loss_0: 2.2690727710723877 (2.3948699951171877) | > loss_gen: 2.2905683517456055 (2.582655692100525) | > loss_kl: 2.831874132156372 (3.2167978167533873) | > loss_feat: 8.180896759033203 (6.900087881088257) | > loss_mel: 18.889150619506836 (17.58986496925354) | > loss_duration: 2.275261402130127 (2.3754720687866206) | > loss_1: 34.467750549316406 (32.66487836837768)  --> STEP: 21 | > loss_disc: 2.165834426879883 (2.3839635394868397) | > loss_disc_real_0: 0.07616647332906723 (0.14109424075910024) | > loss_disc_real_1: 0.17458510398864746 (0.19839186185882204) | > loss_disc_real_2: 0.22216179966926575 (0.2668168849888302) | > loss_disc_real_3: 0.2821773886680603 (0.2708457417431332) | > loss_disc_real_4: 0.2583952844142914 (0.2714899984144029) | > loss_disc_real_5: 0.2255154401063919 (0.23577127641155607) | > loss_0: 2.165834426879883 (2.3839635394868397) | > loss_gen: 2.5680453777313232 (2.5819599628448486) | > loss_kl: 2.651961326599121 (3.1899008410317555) | > loss_feat: 6.618777751922607 (6.886692160651798) | > loss_mel: 16.972789764404297 (17.56048043568929) | > loss_duration: 2.166975975036621 (2.365543683369954) | > loss_1: 30.97854995727539 (32.58457701546805)  --> STEP: 22 | > loss_disc: 2.5653655529022217 (2.3922090855511753) | > loss_disc_real_0: 0.1913444548845291 (0.14337834140116518) | > loss_disc_real_1: 0.2370418906211853 (0.20014868134802039) | > loss_disc_real_2: 0.21968618035316467 (0.2646745802326636) | > loss_disc_real_3: 0.23640498518943787 (0.2692802528088743) | > loss_disc_real_4: 0.26411497592926025 (0.2711547701196237) | > loss_disc_real_5: 0.330079585313797 (0.24005801772529428) | > loss_0: 2.5653655529022217 (2.3922090855511753) | > loss_gen: 2.3394775390625 (2.5709380344911055) | > loss_kl: 2.320225238800049 (3.1503701318394053) | > loss_feat: 7.31891393661499 (6.906338605013761) | > loss_mel: 21.38547134399414 (17.734343658794057) | > loss_duration: 2.230332851409912 (2.3593977364626793) | > loss_1: 35.59442138671875 (32.72138812325217)  --> STEP: 23 | > loss_disc: 2.513551712036133 (2.3974848519200864) | > loss_disc_real_0: 0.2332625687122345 (0.14728635128425516) | > loss_disc_real_1: 0.1915714144706726 (0.19977575670117917) | > loss_disc_real_2: 0.28231748938560486 (0.26544166323931323) | > loss_disc_real_3: 0.3200881779193878 (0.27148929303107056) | > loss_disc_real_4: 0.3225635588169098 (0.27338993484559265) | > loss_disc_real_5: 0.2766943871974945 (0.24165090335452039) | > loss_0: 2.513551712036133 (2.3974848519200864) | > loss_gen: 2.7454962730407715 (2.5785275231236997) | > loss_kl: 2.391291379928589 (3.1173667078432827) | > loss_feat: 6.95859956741333 (6.908610820770264) | > loss_mel: 15.100332260131836 (17.619821424069613) | > loss_duration: 2.286785840988159 (2.3562406975290044) | > loss_1: 29.48250389099121 (32.58056706967561)  --> STEP: 24 | > loss_disc: 2.476665496826172 (2.40078404545784) | > loss_disc_real_0: 0.22084006667137146 (0.150351089425385) | > loss_disc_real_1: 0.212403804063797 (0.20030192534128824) | > loss_disc_real_2: 0.2511835992336273 (0.2648475772390763) | > loss_disc_real_3: 0.21708527207374573 (0.26922245882451534) | > loss_disc_real_4: 0.23186936974525452 (0.27165991129974526) | > loss_disc_real_5: 0.2187444120645523 (0.24069646621743837) | > loss_0: 2.476665496826172 (2.40078404545784) | > loss_gen: 2.2315216064453125 (2.5640689432621) | > loss_kl: 2.781121015548706 (3.1033564706643424) | > loss_feat: 6.470449447631836 (6.890354096889496) | > loss_mel: 16.16083526611328 (17.559030334154766) | > loss_duration: 2.4131784439086914 (2.358613103628158) | > loss_1: 30.057106018066406 (32.475422859191895)  --> STEP: 25 | > loss_disc: 2.3797831535339355 (2.3999440097808837) | > loss_disc_real_0: 0.1257682889699936 (0.14936777740716933) | > loss_disc_real_1: 0.13476577401161194 (0.1976804792881012) | > loss_disc_real_2: 0.233745276927948 (0.2636034852266312) | > loss_disc_real_3: 0.21950501203536987 (0.26723376095294954) | > loss_disc_real_4: 0.2526441216468811 (0.2708992797136307) | > loss_disc_real_5: 0.2583940625190735 (0.24140437006950377) | > loss_0: 2.3797831535339355 (2.3999440097808837) | > loss_gen: 2.2888412475585938 (2.55305983543396) | > loss_kl: 3.017125368118286 (3.0999072265625) | > loss_feat: 6.51679801940918 (6.8754118537902835) | > loss_mel: 14.794513702392578 (17.448449668884276) | > loss_duration: 2.407625675201416 (2.3605736064910885) | > loss_1: 29.024904251098633 (32.33740211486816)  --> STEP: 26 | > loss_disc: 2.189406633377075 (2.3918464183807373) | > loss_disc_real_0: 0.0592518076300621 (0.1459017785695883) | > loss_disc_real_1: 0.11105205118656158 (0.1943486166688112) | > loss_disc_real_2: 0.21745699644088745 (0.26182862027333337) | > loss_disc_real_3: 0.10528148710727692 (0.26100482734350056) | > loss_disc_real_4: 0.19743648171424866 (0.26807378748288524) | > loss_disc_real_5: 0.1440380960702896 (0.23765951337722632) | > loss_0: 2.189406633377075 (2.3918464183807373) | > loss_gen: 2.0844573974609375 (2.53503666474269) | > loss_kl: 2.4421277046203613 (3.07460801418011) | > loss_feat: 13.527737617492676 (7.131270537009606) | > loss_mel: 20.527027130126953 (17.566856494316685) | > loss_duration: 2.324957847595215 (2.359203769610478) | > loss_1: 40.90631103515625 (32.66697553487924) --> EVAL PERFORMANCE | > avg_loader_time: 0.002306507183955266 (-0.0002269561474139872) | > avg_loss_disc: 2.3918464183807373 (-0.13225003389211798) | > avg_loss_disc_real_0: 0.1459017785695883 (-0.0031724672477978777) | > avg_loss_disc_real_1: 0.1943486166688112 (+0.014654741837428154) | > avg_loss_disc_real_2: 0.26182862027333337 (+0.03211735418209666) | > avg_loss_disc_real_3: 0.26100482734350056 (-0.02930448146966791) | > avg_loss_disc_real_4: 0.26807378748288524 (+0.0003848866774485704) | > avg_loss_disc_real_5: 0.23765951337722632 (-0.03165103724369636) | > avg_loss_0: 2.3918464183807373 (-0.13225003389211798) | > avg_loss_gen: 2.53503666474269 (+0.15583485364913985) | > avg_loss_kl: 3.07460801418011 (+0.07329183358412505) | > avg_loss_feat: 7.131270537009606 (-0.05827749692476658) | > avg_loss_mel: 17.566856494316685 (+0.14732720301701363) | > avg_loss_duration: 2.359203769610478 (+0.01573752439939069) | > avg_loss_1: 32.66697553487924 (+0.33391409653883386)  > EPOCH: 717/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:54:03)   --> TIME: 2024-06-11 22:54:09 -- STEP: 14/330 -- GLOBAL_STEP: 324625 | > loss_disc: 2.2838315963745117 (2.346137915338789) | > loss_disc_real_0: 0.09917701780796051 (0.1049723316516195) | > loss_disc_real_1: 0.1977032721042633 (0.19584857672452927) | > loss_disc_real_2: 0.23943834006786346 (0.2116911986044475) | > loss_disc_real_3: 0.2380255162715912 (0.24108923439468657) | > loss_disc_real_4: 0.2179097980260849 (0.23871508879320963) | > loss_disc_real_5: 0.20151282846927643 (0.22878503373691014) | > loss_0: 2.2838315963745117 (2.346137915338789) | > grad_norm_0: tensor(7.8504, device='cuda:0') (tensor(6.8336, device='cuda:0')) | > loss_gen: 2.631675958633423 (2.4905344929013933) | > loss_kl: 1.9240449666976929 (1.9415438175201416) | > loss_feat: 7.440151691436768 (6.751253877367292) | > loss_mel: 17.46564483642578 (17.75875772748675) | > loss_duration: 2.0052642822265625 (2.068462039743151) | > loss_1: 31.466781616210938 (31.010551861354283) | > grad_norm_1: tensor(103.4905, device='cuda:0') (tensor(87.9271, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.3645 (0.36717498302459717) | > loader_time: 0.003 (0.0031422036034720285)  --> TIME: 2024-06-11 22:54:19 -- STEP: 39/330 -- GLOBAL_STEP: 324650 | > loss_disc: 2.3889153003692627 (2.3434189588595657) | > loss_disc_real_0: 0.11245269328355789 (0.10954766758741477) | > loss_disc_real_1: 0.18493369221687317 (0.1949131591961934) | > loss_disc_real_2: 0.18253982067108154 (0.21022687775966448) | > loss_disc_real_3: 0.20648379623889923 (0.23378900839732245) | > loss_disc_real_4: 0.2180333137512207 (0.23294943150801536) | > loss_disc_real_5: 0.20852303504943848 (0.22365860641002655) | > loss_0: 2.3889153003692627 (2.3434189588595657) | > grad_norm_0: tensor(8.1928, device='cuda:0') (tensor(7.2075, device='cuda:0')) | > loss_gen: 2.4339377880096436 (2.4793172004895334) | > loss_kl: 1.9918997287750244 (1.9412178076230562) | > loss_feat: 6.831650257110596 (6.783195862403283) | > loss_mel: 16.502668380737305 (17.46322536468506) | > loss_duration: 1.989263653755188 (2.012305553142841) | > loss_1: 29.749418258666992 (30.679261623284756) | > grad_norm_1: tensor(60.5307, device='cuda:0') (tensor(70.9374, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.3506 (0.3631652196248372) | > loader_time: 0.0041 (0.0033825055146828676)  --> TIME: 2024-06-11 22:54:28 -- STEP: 64/330 -- GLOBAL_STEP: 324675 | > loss_disc: 2.3295950889587402 (2.3584047369658947) | > loss_disc_real_0: 0.11781506985425949 (0.1130000822013244) | > loss_disc_real_1: 0.20345669984817505 (0.19572773738764226) | > loss_disc_real_2: 0.20975376665592194 (0.21040313760749996) | > loss_disc_real_3: 0.2496543973684311 (0.2320602519903332) | > loss_disc_real_4: 0.22458942234516144 (0.2335384818725288) | > loss_disc_real_5: 0.2211744785308838 (0.22434693295508623) | > loss_0: 2.3295950889587402 (2.3584047369658947) | > grad_norm_0: tensor(12.1081, device='cuda:0') (tensor(9.0011, device='cuda:0')) | > loss_gen: 2.480144739151001 (2.468190852552652) | > loss_kl: 2.1097874641418457 (1.9821246322244406) | > loss_feat: 7.09693717956543 (6.795245878398418) | > loss_mel: 17.730623245239258 (17.402141407132145) | > loss_duration: 2.0031070709228516 (1.9974317625164977) | > loss_1: 31.42059898376465 (30.645134419202805) | > grad_norm_1: tensor(210.1267, device='cuda:0') (tensor(93.5413, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.3695 (0.3676442429423331) | > loader_time: 0.0035 (0.003540288656949997)  --> TIME: 2024-06-11 22:54:38 -- STEP: 89/330 -- GLOBAL_STEP: 324700 | > loss_disc: 2.419464111328125 (2.3587220947394205) | > loss_disc_real_0: 0.1508243978023529 (0.11368804659401432) | > loss_disc_real_1: 0.19957031309604645 (0.19649402094021273) | > loss_disc_real_2: 0.24844332039356232 (0.21063392232643086) | > loss_disc_real_3: 0.24764880537986755 (0.23205193257733678) | > loss_disc_real_4: 0.2472500056028366 (0.2320386055815086) | > loss_disc_real_5: 0.24232794344425201 (0.22396687426593867) | > loss_0: 2.419464111328125 (2.3587220947394205) | > grad_norm_0: tensor(10.1962, device='cuda:0') (tensor(9.2496, device='cuda:0')) | > loss_gen: 2.5326342582702637 (2.473904719513452) | > loss_kl: 1.9769861698150635 (1.9857008068749074) | > loss_feat: 6.646420478820801 (6.841751168283184) | > loss_mel: 17.000473022460938 (17.346510051341536) | > loss_duration: 2.0085766315460205 (1.9921256076084088) | > loss_1: 30.165090560913086 (30.639992274595112) | > grad_norm_1: tensor(94.2193, device='cuda:0') (tensor(95.6419, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.3612 (0.36993945850415166) | > loader_time: 0.0037 (0.0036468452282166215)  --> TIME: 2024-06-11 22:54:47 -- STEP: 114/330 -- GLOBAL_STEP: 324725 | > loss_disc: 2.408938407897949 (2.3608057436190153) | > loss_disc_real_0: 0.10403604805469513 (0.11497595710189719) | > loss_disc_real_1: 0.19208815693855286 (0.1960450311501821) | > loss_disc_real_2: 0.1804799735546112 (0.21072468710573097) | > loss_disc_real_3: 0.20873133838176727 (0.23227751686384804) | > loss_disc_real_4: 0.2507709562778473 (0.23188984211076769) | > loss_disc_real_5: 0.2330540269613266 (0.2236235552189643) | > loss_0: 2.408938407897949 (2.3608057436190153) | > grad_norm_0: tensor(8.3494, device='cuda:0') (tensor(9.6906, device='cuda:0')) | > loss_gen: 2.3688745498657227 (2.4775486347968108) | > loss_kl: 2.0007126331329346 (1.9897174322814273) | > loss_feat: 7.062228202819824 (6.879615177188003) | > loss_mel: 17.869609832763672 (17.358231050926346) | > loss_duration: 1.9996087551116943 (1.9936655383361008) | > loss_1: 31.301034927368164 (30.698777784380997) | > grad_norm_1: tensor(49.6510, device='cuda:0') (tensor(104.8900, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.384 (0.3709129199647066) | > loader_time: 0.0043 (0.003731388794748407)  --> TIME: 2024-06-11 22:54:57 -- STEP: 139/330 -- GLOBAL_STEP: 324750 | > loss_disc: 2.394076108932495 (2.3643285113272907) | > loss_disc_real_0: 0.12086407095193863 (0.11552520600154245) | > loss_disc_real_1: 0.2112065553665161 (0.19616891936861353) | > loss_disc_real_2: 0.1927347630262375 (0.21118238804151684) | > loss_disc_real_3: 0.22584176063537598 (0.23224785248581453) | > loss_disc_real_4: 0.2579260468482971 (0.2321861847270307) | > loss_disc_real_5: 0.21927691996097565 (0.22387820825302343) | > loss_0: 2.394076108932495 (2.3643285113272907) | > grad_norm_0: tensor(12.5066, device='cuda:0') (tensor(10.1254, device='cuda:0')) | > loss_gen: 2.441791534423828 (2.470790912779114) | > loss_kl: 1.9505295753479004 (1.9936969700477105) | > loss_feat: 7.3357133865356445 (6.86210867655363) | > loss_mel: 16.951221466064453 (17.353152480914446) | > loss_duration: 2.074272632598877 (1.9995814055847603) | > loss_1: 30.753528594970703 (30.67933040042575) | > grad_norm_1: tensor(301.4050, device='cuda:0') (tensor(111.8530, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.3787 (0.37217706570522385) | > loader_time: 0.0048 (0.00381184138840051)  --> TIME: 2024-06-11 22:55:07 -- STEP: 164/330 -- GLOBAL_STEP: 324775 | > loss_disc: 2.4481968879699707 (2.3660742844023357) | > loss_disc_real_0: 0.1256297379732132 (0.11635699940890801) | > loss_disc_real_1: 0.19433966279029846 (0.1954446001568945) | > loss_disc_real_2: 0.18345306813716888 (0.21101341160332285) | > loss_disc_real_3: 0.24968674778938293 (0.2318983889389329) | > loss_disc_real_4: 0.25723904371261597 (0.23190388655880603) | > loss_disc_real_5: 0.2545664310455322 (0.22366224156647194) | > loss_0: 2.4481968879699707 (2.3660742844023357) | > grad_norm_0: tensor(21.6407, device='cuda:0') (tensor(11.4989, device='cuda:0')) | > loss_gen: 2.4901442527770996 (2.469424396026425) | > loss_kl: 2.077228307723999 (2.0028969907179115) | > loss_feat: 6.682858943939209 (6.882030007315848) | > loss_mel: 17.214855194091797 (17.346277254383747) | > loss_duration: 2.0809030532836914 (2.003587979369047) | > loss_1: 30.545989990234375 (30.704216584926698) | > grad_norm_1: tensor(203.8715, device='cuda:0') (tensor(134.9229, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.3907 (0.3741364595366687) | > loader_time: 0.0046 (0.003910669466344322)  --> TIME: 2024-06-11 22:55:17 -- STEP: 189/330 -- GLOBAL_STEP: 324800 | > loss_disc: 2.4478492736816406 (2.3675955981804586) | > loss_disc_real_0: 0.09176966547966003 (0.11734239055366112) | > loss_disc_real_1: 0.19051964581012726 (0.19606914320004676) | > loss_disc_real_2: 0.20844456553459167 (0.21165793006697659) | > loss_disc_real_3: 0.22888873517513275 (0.23155407804660696) | > loss_disc_real_4: 0.2725571393966675 (0.23180350117267123) | > loss_disc_real_5: 0.240427628159523 (0.2238564475503548) | > loss_0: 2.4478492736816406 (2.3675955981804586) | > grad_norm_0: tensor(28.8002, device='cuda:0') (tensor(13.9134, device='cuda:0')) | > loss_gen: 2.5183160305023193 (2.469740824724631) | > loss_kl: 2.1377761363983154 (2.0084766824409446) | > loss_feat: 7.034475326538086 (6.878110512223826) | > loss_mel: 16.94580841064453 (17.297031892039804) | > loss_duration: 2.083653450012207 (2.01116666276619) | > loss_1: 30.72003173828125 (30.664526520582733) | > grad_norm_1: tensor(476.7199, device='cuda:0') (tensor(161.2486, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.4132 (0.3778108377305288) | > loader_time: 0.0048 (0.00402619851329339)  --> TIME: 2024-06-11 22:55:27 -- STEP: 214/330 -- GLOBAL_STEP: 324825 | > loss_disc: 2.3880231380462646 (2.3650527200966245) | > loss_disc_real_0: 0.1578369140625 (0.11816191189339227) | > loss_disc_real_1: 0.18402554094791412 (0.19593401524786633) | > loss_disc_real_2: 0.2553926408290863 (0.2117192906754039) | > loss_disc_real_3: 0.2133234441280365 (0.23136446889594336) | > loss_disc_real_4: 0.21590976417064667 (0.23139344524835873) | > loss_disc_real_5: 0.2109483778476715 (0.22261417288089466) | > loss_0: 2.3880231380462646 (2.3650527200966245) | > grad_norm_0: tensor(13.9181, device='cuda:0') (tensor(16.5458, device='cuda:0')) | > loss_gen: 2.49796199798584 (2.4747348756433647) | > loss_kl: 1.9880201816558838 (2.013486905075679) | > loss_feat: 6.246931552886963 (6.892974358852781) | > loss_mel: 16.09793472290039 (17.26364353215584) | > loss_duration: 2.1240696907043457 (2.0189825647345208) | > loss_1: 28.954917907714844 (30.663822218636486) | > grad_norm_1: tensor(310.8117, device='cuda:0') (tensor(190.5871, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.4012 (0.38111259224258853) | > loader_time: 0.0054 (0.004166589719112785)  --> TIME: 2024-06-11 22:55:38 -- STEP: 239/330 -- GLOBAL_STEP: 324850 | > loss_disc: 2.3048105239868164 (2.3684972938633373) | > loss_disc_real_0: 0.10631177574396133 (0.1192808276876246) | > loss_disc_real_1: 0.18127374351024628 (0.1962728178650764) | > loss_disc_real_2: 0.21556492149829865 (0.21145872572226504) | > loss_disc_real_3: 0.19809047877788544 (0.23151197381099398) | > loss_disc_real_4: 0.2198893278837204 (0.23179791075913975) | > loss_disc_real_5: 0.2201784998178482 (0.22279577075686913) | > loss_0: 2.3048105239868164 (2.3684972938633373) | > grad_norm_0: tensor(7.7246, device='cuda:0') (tensor(18.2066, device='cuda:0')) | > loss_gen: 2.4771759510040283 (2.473759561403027) | > loss_kl: 2.0300047397613525 (2.0187144404175883) | > loss_feat: 7.577113628387451 (6.909526294245382) | > loss_mel: 16.88007354736328 (17.22346934314553) | > loss_duration: 2.071383476257324 (2.0275350719316227) | > loss_1: 31.035751342773438 (30.653004746058) | > grad_norm_1: tensor(307.7408, device='cuda:0') (tensor(209.2909, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.4266 (0.38458924512982867) | > loader_time: 0.0055 (0.0042985323582732955)  --> TIME: 2024-06-11 22:55:49 -- STEP: 264/330 -- GLOBAL_STEP: 324875 | > loss_disc: 2.425182342529297 (2.372630588936084) | > loss_disc_real_0: 0.10966166853904724 (0.11995255800359177) | > loss_disc_real_1: 0.19338726997375488 (0.1965064421634782) | > loss_disc_real_2: 0.2304130494594574 (0.21195202004728894) | > loss_disc_real_3: 0.23028409481048584 (0.23150079652215494) | > loss_disc_real_4: 0.23137538135051727 (0.23167474155850482) | > loss_disc_real_5: 0.24590373039245605 (0.22316922659449506) | > loss_0: 2.425182342529297 (2.372630588936084) | > grad_norm_0: tensor(34.8768, device='cuda:0') (tensor(18.8656, device='cuda:0')) | > loss_gen: 2.347447395324707 (2.467721242796291) | > loss_kl: 2.109593391418457 (2.0242338478565216) | > loss_feat: 6.428567886352539 (6.913933710618454) | > loss_mel: 17.48423957824707 (17.20092317191038) | > loss_duration: 2.1592447757720947 (2.035857628240729) | > loss_1: 30.529090881347656 (30.642669641610347) | > grad_norm_1: tensor(414.2316, device='cuda:0') (tensor(218.9725, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.4507 (0.38908962860251917) | > loader_time: 0.006 (0.004461695750554396)  --> TIME: 2024-06-11 22:56:01 -- STEP: 289/330 -- GLOBAL_STEP: 324900 | > loss_disc: 2.36934232711792 (2.37256909571717) | > loss_disc_real_0: 0.17637184262275696 (0.12089121339127266) | > loss_disc_real_1: 0.18607604503631592 (0.19677186259761403) | > loss_disc_real_2: 0.23214717209339142 (0.21173462648086483) | > loss_disc_real_3: 0.22242847084999084 (0.2313559388413149) | > loss_disc_real_4: 0.24258369207382202 (0.23171533809194927) | > loss_disc_real_5: 0.20750907063484192 (0.2226275609851296) | > loss_0: 2.36934232711792 (2.37256909571717) | > grad_norm_0: tensor(51.3495, device='cuda:0') (tensor(20.3071, device='cuda:0')) | > loss_gen: 2.4693284034729004 (2.4661908232217016) | > loss_kl: 2.044196367263794 (2.0287252957433153) | > loss_feat: 6.561913013458252 (6.9221546064198645) | > loss_mel: 16.119613647460938 (17.14756334364209) | > loss_duration: 2.1765315532684326 (2.045940440831299) | > loss_1: 29.37158203125 (30.61057455069466) | > grad_norm_1: tensor(405.1431, device='cuda:0') (tensor(231.4232, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.4489 (0.39429566274464745) | > loader_time: 0.0065 (0.004637167115524973)  --> TIME: 2024-06-11 22:56:13 -- STEP: 314/330 -- GLOBAL_STEP: 324925 | > loss_disc: 2.266909599304199 (2.3760361724598402) | > loss_disc_real_0: 0.11026761680841446 (0.1224551196358386) | > loss_disc_real_1: 0.18943870067596436 (0.19738058722133092) | > loss_disc_real_2: 0.20512644946575165 (0.21213402224194478) | > loss_disc_real_3: 0.22022585570812225 (0.23136841557967436) | > loss_disc_real_4: 0.2277110069990158 (0.2316270162155674) | > loss_disc_real_5: 0.2055581510066986 (0.22295909726126178) | > loss_0: 2.266909599304199 (2.3760361724598402) | > grad_norm_0: tensor(43.4282, device='cuda:0') (tensor(22.1993, device='cuda:0')) | > loss_gen: 2.442553758621216 (2.466034425292045) | > loss_kl: 2.114919662475586 (2.0366227641986443) | > loss_feat: 8.378096580505371 (6.93572141562298) | > loss_mel: 17.4002628326416 (17.110993367091865) | > loss_duration: 2.256662607192993 (2.0592557279167645) | > loss_1: 32.592498779296875 (30.608627714169252) | > grad_norm_1: tensor(400.2390, device='cuda:0') (tensor(248.8912, device='cuda:0')) | > current_lr_0: 0.0001828537703918437 | > current_lr_1: 0.0001828537703918437 | > step_time: 0.5333 (0.4021318664975986) | > loader_time: 0.0075 (0.004847134754156605)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4423317909240723 (2.4423317909240723) | > loss_disc_real_0: 0.19135302305221558 (0.19135302305221558) | > loss_disc_real_1: 0.1995517611503601 (0.1995517611503601) | > loss_disc_real_2: 0.2804044783115387 (0.2804044783115387) | > loss_disc_real_3: 0.20361831784248352 (0.20361831784248352) | > loss_disc_real_4: 0.22666731476783752 (0.22666731476783752) | > loss_disc_real_5: 0.2742364704608917 (0.2742364704608917) | > loss_0: 2.4423317909240723 (2.4423317909240723) | > loss_gen: 2.550919532775879 (2.550919532775879) | > loss_kl: 2.862982749938965 (2.862982749938965) | > loss_feat: 7.916799068450928 (7.916799068450928) | > loss_mel: 16.732681274414062 (16.732681274414062) | > loss_duration: 3.089782476425171 (3.089782476425171) | > loss_1: 33.15316390991211 (33.15316390991211)  --> STEP: 1 | > loss_disc: 2.263862133026123 (2.263862133026123) | > loss_disc_real_0: 0.09624189883470535 (0.09624189883470535) | > loss_disc_real_1: 0.15760673582553864 (0.15760673582553864) | > loss_disc_real_2: 0.22296734154224396 (0.22296734154224396) | > loss_disc_real_3: 0.24116182327270508 (0.24116182327270508) | > loss_disc_real_4: 0.20629248023033142 (0.20629248023033142) | > loss_disc_real_5: 0.18319512903690338 (0.18319512903690338) | > loss_0: 2.263862133026123 (2.263862133026123) | > loss_gen: 2.2130088806152344 (2.2130088806152344) | > loss_kl: 3.3009743690490723 (3.3009743690490723) | > loss_feat: 5.511013507843018 (5.511013507843018) | > loss_mel: 18.920013427734375 (18.920013427734375) | > loss_duration: 2.473400592803955 (2.473400592803955) | > loss_1: 32.41841125488281 (32.41841125488281)  --> STEP: 2 | > loss_disc: 2.283731698989868 (2.2737969160079956) | > loss_disc_real_0: 0.14148147404193878 (0.11886168643832207) | > loss_disc_real_1: 0.18154223263263702 (0.16957448422908783) | > loss_disc_real_2: 0.23003453016281128 (0.22650093585252762) | > loss_disc_real_3: 0.23701101541519165 (0.23908641934394836) | > loss_disc_real_4: 0.22803817689418793 (0.21716532856225967) | > loss_disc_real_5: 0.3058101534843445 (0.24450264126062393) | > loss_0: 2.283731698989868 (2.2737969160079956) | > loss_gen: 2.5199968814849854 (2.36650288105011) | > loss_kl: 3.567492723464966 (3.434233546257019) | > loss_feat: 5.678958892822266 (5.594986200332642) | > loss_mel: 17.73872184753418 (18.329367637634277) | > loss_duration: 2.531212329864502 (2.5023064613342285) | > loss_1: 32.036380767822266 (32.22739601135254)  --> STEP: 3 | > loss_disc: 2.3577189445495605 (2.3017709255218506) | > loss_disc_real_0: 0.10532280802726746 (0.11434872696797053) | > loss_disc_real_1: 0.16889554262161255 (0.1693481703599294) | > loss_disc_real_2: 0.17321288585662842 (0.20873825252056122) | > loss_disc_real_3: 0.17049099504947662 (0.2162212779124578) | > loss_disc_real_4: 0.14112858474254608 (0.19181974728902182) | > loss_disc_real_5: 0.14889158308506012 (0.212632288535436) | > loss_0: 2.3577189445495605 (2.3017709255218506) | > loss_gen: 1.9488298892974854 (2.227278550465902) | > loss_kl: 3.1745519638061523 (3.347673018773397) | > loss_feat: 7.645077705383301 (6.278350035349528) | > loss_mel: 18.879785537719727 (18.512840270996094) | > loss_duration: 2.310883045196533 (2.4384986559549966) | > loss_1: 33.959129333496094 (32.804640452067055)  --> STEP: 4 | > loss_disc: 2.497066020965576 (2.350594699382782) | > loss_disc_real_0: 0.15430298447608948 (0.12433729134500027) | > loss_disc_real_1: 0.18638543784618378 (0.173607487231493) | > loss_disc_real_2: 0.20498257875442505 (0.20779933407902718) | > loss_disc_real_3: 0.17716890573501587 (0.2064581848680973) | > loss_disc_real_4: 0.27671465277671814 (0.2130434736609459) | > loss_disc_real_5: 0.20399819314479828 (0.21047376468777657) | > loss_0: 2.497066020965576 (2.350594699382782) | > loss_gen: 2.1439309120178223 (2.206441640853882) | > loss_kl: 3.608370065689087 (3.4128472805023193) | > loss_feat: 7.711711406707764 (6.636690378189087) | > loss_mel: 19.409873962402344 (18.737098693847656) | > loss_duration: 2.393446922302246 (2.427235722541809) | > loss_1: 35.267333984375 (33.42031383514404)  --> STEP: 5 | > loss_disc: 2.0574843883514404 (2.2919726371765137) | > loss_disc_real_0: 0.13569042086601257 (0.12660791724920273) | > loss_disc_real_1: 0.15026219189167023 (0.16893842816352844) | > loss_disc_real_2: 0.17651040852069855 (0.20154154896736146) | > loss_disc_real_3: 0.22440972924232483 (0.21004849374294282) | > loss_disc_real_4: 0.222822368144989 (0.2149992525577545) | > loss_disc_real_5: 0.24297325313091278 (0.2169736623764038) | > loss_0: 2.0574843883514404 (2.2919726371765137) | > loss_gen: 2.6700613498687744 (2.2991655826568604) | > loss_kl: 2.7114524841308594 (3.2725683212280274) | > loss_feat: 6.291563034057617 (6.567664909362793) | > loss_mel: 18.60254669189453 (18.71018829345703) | > loss_duration: 2.3245317935943604 (2.406694936752319) | > loss_1: 32.600154876708984 (33.256282043457034)  --> STEP: 6 | > loss_disc: 2.4658148288726807 (2.3209463357925415) | > loss_disc_real_0: 0.1371888965368271 (0.12837141379714012) | > loss_disc_real_1: 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loss_disc_real_4: 0.2739189565181732 (0.22752314380237035) | > loss_disc_real_5: 0.22101272642612457 (0.22112263951982772) | > loss_0: 2.5382421016693115 (2.3519885880606517) | > loss_gen: 2.0890345573425293 (2.2394120693206787) | > loss_kl: 4.316307067871094 (3.4341201782226562) | > loss_feat: 4.801583290100098 (5.943175622395107) | > loss_mel: 16.67411231994629 (17.812429428100586) | > loss_duration: 2.495140790939331 (2.3920092582702637) | > loss_1: 30.376178741455078 (31.82114682878767)  --> STEP: 8 | > loss_disc: 2.4626617431640625 (2.365822732448578) | > loss_disc_real_0: 0.20615556836128235 (0.13597193267196417) | > loss_disc_real_1: 0.10917316377162933 (0.16174179688096046) | > loss_disc_real_2: 0.16994129121303558 (0.2091050185263157) | > loss_disc_real_3: 0.2064969390630722 (0.2112580332905054) | > loss_disc_real_4: 0.19383548200130463 (0.22331218607723713) | > loss_disc_real_5: 0.15942853689193726 (0.2134108766913414) | > loss_0: 2.4626617431640625 (2.365822732448578) | > loss_gen: 2.1009631156921387 (2.222105950117111) | > loss_kl: 3.330629348754883 (3.4211838245391846) | > loss_feat: 10.218690872192383 (6.477615028619766) | > loss_mel: 19.825057983398438 (18.064007997512817) | > loss_duration: 2.242398500442505 (2.373307913541794) | > loss_1: 37.71773910522461 (32.558220863342285)  --> STEP: 9 | > loss_disc: 2.3434314727783203 (2.363334814707438) | > loss_disc_real_0: 0.16730313003063202 (0.13945317682292727) | > loss_disc_real_1: 0.1308179795742035 (0.1583058171802097) | > loss_disc_real_2: 0.21843649446964264 (0.21014184918668535) | > loss_disc_real_3: 0.20923329889774323 (0.21103306280242073) | > loss_disc_real_4: 0.15713921189308167 (0.21595963339010874) | > loss_disc_real_5: 0.12378965318202972 (0.20345296296808454) | > loss_0: 2.3434314727783203 (2.363334814707438) | > loss_gen: 2.2863717079162598 (2.229246589872572) | > loss_kl: 2.596703290939331 (3.329574876361423) | > loss_feat: 7.805368900299072 (6.625143236584133) | > loss_mel: 19.324710845947266 (18.20408609178331) | > loss_duration: 2.2293624877929688 (2.35731397734748) | > loss_1: 34.24251937866211 (32.745365142822266)  --> STEP: 10 | > loss_disc: 2.524894952774048 (2.379490828514099) | > loss_disc_real_0: 0.10083702206611633 (0.13559156134724618) | > loss_disc_real_1: 0.1761833131313324 (0.16009356677532197) | > loss_disc_real_2: 0.293231725692749 (0.21845083683729172) | > loss_disc_real_3: 0.24054379761219025 (0.21398413628339769) | > loss_disc_real_4: 0.23888784646987915 (0.2182524546980858) | > loss_disc_real_5: 0.3395674526691437 (0.21706441193819045) | > loss_0: 2.524894952774048 (2.379490828514099) | > loss_gen: 2.304914712905884 (2.2368134021759034) | > loss_kl: 3.0129892826080322 (3.297916316986084) | > loss_feat: 4.834460258483887 (6.4460749387741085) | > loss_mel: 15.145849227905273 (17.898262405395506) | > loss_duration: 2.3710460662841797 (2.35868718624115) | > loss_1: 27.66925811767578 (32.23775444030762)  --> STEP: 11 | > loss_disc: 2.6742796897888184 (2.40628981590271) | > loss_disc_real_0: 0.10341157019138336 (0.1326661076058041) | > loss_disc_real_1: 0.1793501228094101 (0.16184416277842087) | > loss_disc_real_2: 0.29628100991249084 (0.22552630711685528) | > loss_disc_real_3: 0.256876677274704 (0.21788345819169824) | > loss_disc_real_4: 0.24082410335540771 (0.22030442275784232) | > loss_disc_real_5: 0.22948187589645386 (0.2181932722980326) | > loss_0: 2.6742796897888184 (2.40628981590271) | > loss_gen: 2.038116216659546 (2.2187500216744165) | > loss_kl: 3.411585807800293 (3.308249907060103) | > loss_feat: 6.609424591064453 (6.460924907164141) | > loss_mel: 18.11671257019043 (17.918121511285957) | > loss_duration: 2.5462746620178223 (2.3757405931299385) | > loss_1: 32.72211456298828 (32.28178717873313)  --> STEP: 12 | > loss_disc: 2.704298973083496 (2.431123912334442) | > loss_disc_real_0: 0.11594359576702118 (0.1312725649525722) | > loss_disc_real_1: 0.18353773653507233 (0.16365196059147516) | > loss_disc_real_2: 0.2499600350856781 (0.22756245111425719) | > loss_disc_real_3: 0.20980867743492126 (0.21721055979530016) | > loss_disc_real_4: 0.22107064723968506 (0.2203682747979959) | > loss_disc_real_5: 0.22548934817314148 (0.21880127862095833) | > loss_0: 2.704298973083496 (2.431123912334442) | > loss_gen: 1.9748708009719849 (2.1984267532825474) | > loss_kl: 2.5467283725738525 (3.244789779186249) | > loss_feat: 6.986973762512207 (6.504762311776479) | > loss_mel: 16.713695526123047 (17.81775267918905) | > loss_duration: 2.258286952972412 (2.365952789783478) | > loss_1: 30.48055648803711 (32.13168462117513)  --> STEP: 13 | > loss_disc: 2.3812248706817627 (2.427285524515005) | > loss_disc_real_0: 0.12736694514751434 (0.13097213265987542) | > loss_disc_real_1: 0.21315717697143555 (0.16746005415916443) | > loss_disc_real_2: 0.24117201566696167 (0.22860934069523445) | > loss_disc_real_3: 0.1963866651058197 (0.2156087217422632) | > loss_disc_real_4: 0.2359376847743988 (0.22156592171925765) | > loss_disc_real_5: 0.22929459810256958 (0.21960845704262072) | > loss_0: 2.3812248706817627 (2.427285524515005) | > loss_gen: 2.228163242340088 (2.200714175517743) | > loss_kl: 3.5140323638916016 (3.2655007472405067) | > loss_feat: 4.185173511505127 (6.326332404063298) | > loss_mel: 14.056211471557617 (17.528403355525093) | > loss_duration: 2.3274002075195312 (2.362987206532405) | > loss_1: 26.31097984313965 (31.683938099787785)  --> STEP: 14 | > loss_disc: 2.443270206451416 (2.428427287510463) | > loss_disc_real_0: 0.08854330331087112 (0.1279415019920894) | > loss_disc_real_1: 0.1622912734746933 (0.16709085553884506) | > loss_disc_real_2: 0.26014894247055054 (0.23086216939347132) | > loss_disc_real_3: 0.22249220311641693 (0.21610039898327418) | > loss_disc_real_4: 0.2525409758090973 (0.22377842558281763) | > loss_disc_real_5: 0.24619995057582855 (0.22150784943784987) | > loss_0: 2.443270206451416 (2.428427287510463) | > loss_gen: 2.2308857440948486 (2.202869287558965) | > loss_kl: 3.3528995513916016 (3.271743518965585) | > loss_feat: 6.245669364929199 (6.320570758410862) | > loss_mel: 16.6528263092041 (17.465862137930735) | > loss_duration: 2.356937885284424 (2.362555112157549) | > loss_1: 30.83922004699707 (31.62360109601702)  --> STEP: 15 | > loss_disc: 2.704409122467041 (2.4468260765075684) | > loss_disc_real_0: 0.09229826927185059 (0.1255652864774068) | > loss_disc_real_1: 0.16131992638111115 (0.16670612692832948) | > loss_disc_real_2: 0.26840201020240784 (0.23336482544740042) | > loss_disc_real_3: 0.20005090534687042 (0.21503043274084727) | > loss_disc_real_4: 0.165724515914917 (0.2199081649382909) | > loss_disc_real_5: 0.14585664868354797 (0.21646443605422974) | > loss_0: 2.704409122467041 (2.4468260765075684) | > loss_gen: 2.027735710144043 (2.1911937157313033) | > loss_kl: 3.182396173477173 (3.2657870292663573) | > loss_feat: 10.257326126098633 (6.583021116256714) | > loss_mel: 17.677173614501953 (17.47994956970215) | > loss_duration: 2.390446662902832 (2.3644145488739015) | > loss_1: 35.53507614135742 (31.884366099039713)  --> STEP: 16 | > loss_disc: 2.488185167312622 (2.449411019682884) | > loss_disc_real_0: 0.2347877025604248 (0.13239168748259544) | > loss_disc_real_1: 0.1452694833278656 (0.16536633670330048) | > loss_disc_real_2: 0.3659268915653229 (0.24164995457977057) | > loss_disc_real_3: 0.23794251680374146 (0.21646243799477816) | > loss_disc_real_4: 0.16682851314544678 (0.21659068670123816) | > loss_disc_real_5: 0.23611333966255188 (0.21769249252974987) | > loss_0: 2.488185167312622 (2.449411019682884) | > loss_gen: 2.392103433609009 (2.20375057309866) | > loss_kl: 2.939589262008667 (3.2453996688127518) | > loss_feat: 6.096108913421631 (6.552589103579521) | > loss_mel: 16.243865966796875 (17.40269434452057) | > loss_duration: 2.4199724197387695 (2.3678869158029556) | > loss_1: 30.09164047241211 (31.77232074737549)  --> STEP: 17 | > loss_disc: 2.6565401554107666 (2.461595086490407) | > loss_disc_real_0: 0.08711929619312286 (0.12972860564203822) | > loss_disc_real_1: 0.15242017805576324 (0.1646047979593277) | > loss_disc_real_2: 0.22841565310955048 (0.2408714662579929) | > loss_disc_real_3: 0.2222958207130432 (0.2168055781546761) | > loss_disc_real_4: 0.23410096764564514 (0.21762070322737975) | > loss_disc_real_5: 0.25131282210350037 (0.2196701589752646) | > loss_0: 2.6565401554107666 (2.461595086490407) | > loss_gen: 1.9893155097961426 (2.191136745845571) | > loss_kl: 2.5981504917144775 (3.207326187806971) | > loss_feat: 8.444013595581055 (6.6638493678149056) | > loss_mel: 17.63799285888672 (17.41653543360093) | > loss_duration: 2.438586711883545 (2.372045727337108) | > loss_1: 33.10805892944336 (31.850893581614773)  --> STEP: 18 | > loss_disc: 2.4768035411834717 (2.4624400006400213) | > loss_disc_real_0: 0.06115955114364624 (0.1259192137254609) | > loss_disc_real_1: 0.1378154456615448 (0.16311650060945088) | > loss_disc_real_2: 0.17892862856388092 (0.23743019749720892) | > loss_disc_real_3: 0.14302252233028412 (0.21270651949776542) | > loss_disc_real_4: 0.148575559258461 (0.21378486189577314) | > loss_disc_real_5: 0.18781810998916626 (0.21790060069825914) | > loss_0: 2.4768035411834717 (2.4624400006400213) | > loss_gen: 1.8242919445037842 (2.1707564791043605) | > loss_kl: 3.0762979984283447 (3.200046843952603) | > loss_feat: 9.048561096191406 (6.796333352724711) | > loss_mel: 18.215057373046875 (17.46089776357015) | > loss_duration: 2.223827838897705 (2.3638114002015858) | > loss_1: 34.38803482055664 (31.9918458726671)  --> STEP: 19 | > loss_disc: 2.7762675285339355 (2.4789572389502275) | > loss_disc_real_0: 0.1567704975605011 (0.1275429655062525) | > loss_disc_real_1: 0.1211879700422287 (0.16090973584275498) | > loss_disc_real_2: 0.2118362933397293 (0.23608314990997314) | > loss_disc_real_3: 0.1694352775812149 (0.21042908571268382) | > loss_disc_real_4: 0.1892438530921936 (0.2124932298534795) | > loss_disc_real_5: 0.23552151024341583 (0.21882801699010948) | > loss_0: 2.7762675285339355 (2.4789572389502275) | > loss_gen: 1.893139362335205 (2.156145051905984) | > loss_kl: 2.5732345581054688 (3.167056723644859) | > loss_feat: 9.093682289123535 (6.917246454640439) | > loss_mel: 17.5108585357666 (17.46352727789628) | > loss_duration: 2.3741135597229004 (2.36435361912376) | > loss_1: 33.445030212402344 (32.06832925896896)  --> STEP: 20 | > loss_disc: 2.3847949504852295 (2.4742491245269775) | > loss_disc_real_0: 0.21734552085399628 (0.13203309327363968) | > loss_disc_real_1: 0.1242823526263237 (0.1590783666819334) | > loss_disc_real_2: 0.20338483154773712 (0.23444823399186135) | > loss_disc_real_3: 0.19484350085258484 (0.20964980646967887) | > loss_disc_real_4: 0.23067805171012878 (0.21340247094631196) | > loss_disc_real_5: 0.22941012680530548 (0.2193571224808693) | > loss_0: 2.3847949504852295 (2.4742491245269775) | > loss_gen: 2.257868528366089 (2.161231225728989) | > loss_kl: 2.386732816696167 (3.1280405282974244) | > loss_feat: 5.8131890296936035 (6.862043583393097) | > loss_mel: 16.271570205688477 (17.403929424285888) | > loss_duration: 2.3437013626098633 (2.363321006298065) | > loss_1: 29.073062896728516 (31.918565940856933)  --> STEP: 21 | > loss_disc: 2.4395320415496826 (2.4725959300994873) | > loss_disc_real_0: 0.10752817988395691 (0.13086619263603574) | > loss_disc_real_1: 0.1306879222393036 (0.15772644075609388) | > loss_disc_real_2: 0.21500861644744873 (0.2335225379183179) | > loss_disc_real_3: 0.15706682205200195 (0.20714585483074188) | > loss_disc_real_4: 0.1617341935634613 (0.21094207678522384) | > loss_disc_real_5: 0.1863221377134323 (0.2177840279681342) | > loss_0: 2.4395320415496826 (2.4725959300994873) | > loss_gen: 1.8425672054290771 (2.1460567485718505) | > loss_kl: 2.1698431968688965 (3.082412083943685) | > loss_feat: 6.488572120666504 (6.844259228025164) | > loss_mel: 16.099884033203125 (17.34183202471052) | > loss_duration: 2.2014169692993164 (2.3556112902505055) | > loss_1: 28.802284240722656 (31.770171574183873)  --> STEP: 22 | > loss_disc: 2.5666916370391846 (2.4768730076876553) | > loss_disc_real_0: 0.13290035724639893 (0.1309586546637795) | > loss_disc_real_1: 0.16042837500572205 (0.1578492559492588) | > loss_disc_real_2: 0.24647672474384308 (0.23411136459220538) | > loss_disc_real_3: 0.14449788630008698 (0.2042982198975303) | > loss_disc_real_4: 0.20557621121406555 (0.21069817380471664) | > loss_disc_real_5: 0.16232919692993164 (0.2152633538300341) | > loss_0: 2.5666916370391846 (2.4768730076876553) | > loss_gen: 2.0234129428863525 (2.1404820301316003) | > loss_kl: 2.4682111740112305 (3.054493860764937) | > loss_feat: 8.3569917678833 (6.913019798018715) | > loss_mel: 16.875965118408203 (17.32065625624223) | > loss_duration: 2.2125449180603027 (2.349108273332769) | > loss_1: 31.93712615966797 (31.777760418978605)  --> STEP: 23 | > loss_disc: 2.7322652339935303 (2.487977017527041) | > loss_disc_real_0: 0.21767592430114746 (0.13472897073496942) | > loss_disc_real_1: 0.23371697962284088 (0.1611478526307189) | > loss_disc_real_2: 0.3327315151691437 (0.23839919722598532) | > loss_disc_real_3: 0.257181853055954 (0.20659750829572263) | > loss_disc_real_4: 0.2524406313896179 (0.21251306326492972) | > loss_disc_real_5: 0.2799007296562195 (0.2180736745181291) | > loss_0: 2.7322652339935303 (2.487977017527041) | > loss_gen: 2.074490785598755 (2.1376128455866943) | > loss_kl: 2.5723178386688232 (3.033529685891193) | > loss_feat: 2.881852626800537 (6.737751660139664) | > loss_mel: 13.284896850585938 (17.145188455996305) | > loss_duration: 2.280182361602783 (2.3461114945619004) | > loss_1: 23.093740463256836 (31.400194333947223)  --> STEP: 24 | > loss_disc: 2.3734142780303955 (2.483203570048014) | > loss_disc_real_0: 0.06761030852794647 (0.1319323598096768) | > loss_disc_real_1: 0.13966788351535797 (0.16025285391757885) | > loss_disc_real_2: 0.21817703545093536 (0.2375566071520249) | > loss_disc_real_3: 0.19281424582004547 (0.2060232056925694) | > loss_disc_real_4: 0.2270393818616867 (0.2131183265397946) | > loss_disc_real_5: 0.19563303887844086 (0.2171386480331421) | > loss_0: 2.3734142780303955 (2.483203570048014) | > loss_gen: 2.0014865398406982 (2.131940916180611) | > loss_kl: 2.33176326751709 (3.0042894184589386) | > loss_feat: 6.229434967041016 (6.71657179792722) | > loss_mel: 17.799636840820312 (17.172457138697307) | > loss_duration: 2.389461040496826 (2.3479177256425223) | > loss_1: 30.75178337097168 (31.37317721048991)  --> STEP: 25 | > loss_disc: 2.649526596069336 (2.489856491088867) | > loss_disc_real_0: 0.14037588238716125 (0.13227010071277617) | > loss_disc_real_1: 0.2281910479068756 (0.16297038167715072) | > loss_disc_real_2: 0.29711735248565674 (0.23993903696537017) | > loss_disc_real_3: 0.2719835638999939 (0.20866162002086638) | > loss_disc_real_4: 0.2710736095905304 (0.21543653786182404) | > loss_disc_real_5: 0.2362004518508911 (0.21790112018585206) | > loss_0: 2.649526596069336 (2.489856491088867) | > loss_gen: 2.1670286655426025 (2.133344426155091) | > loss_kl: 2.9577434062957764 (3.002427577972412) | > loss_feat: 6.9753522872924805 (6.726923017501831) | > loss_mel: 16.125699996948242 (17.130586853027342) | > loss_duration: 2.37416410446167 (2.348967580795288) | > loss_1: 30.59998893737793 (31.34224967956543)  --> STEP: 26 | > loss_disc: 3.162916898727417 (2.515743429844196) | > loss_disc_real_0: 0.16970279812812805 (0.13370981984413585) | > loss_disc_real_1: 0.08222354203462601 (0.15986473399859208) | > loss_disc_real_2: 0.19955366849899292 (0.23838575356281722) | > loss_disc_real_3: 0.0711321234703064 (0.203372023999691) | > loss_disc_real_4: 0.08127336949110031 (0.2102764160014116) | > loss_disc_real_5: 0.05077643692493439 (0.21147324775273985) | > loss_0: 3.162916898727417 (2.515743429844196) | > loss_gen: 1.374137282371521 (2.1041441513941845) | > loss_kl: 2.420301675796509 (2.980038120196416) | > loss_feat: 18.98015594482422 (7.198201207014231) | > loss_mel: 19.604293823242188 (17.225729428804836) | > loss_duration: 2.3038442134857178 (2.3472320666679964) | > loss_1: 44.682735443115234 (31.855345285855808) --> EVAL PERFORMANCE | > avg_loader_time: 0.002437930840712328 (+0.0001314236567570618) | > avg_loss_disc: 2.515743429844196 (+0.12389701146345855) | > avg_loss_disc_real_0: 0.13370981984413585 (-0.01219195872545245) | > avg_loss_disc_real_1: 0.15986473399859208 (-0.034483882670219124) | > avg_loss_disc_real_2: 0.23838575356281722 (-0.023442866710516153) | > avg_loss_disc_real_3: 0.203372023999691 (-0.05763280334380955) | > avg_loss_disc_real_4: 0.2102764160014116 (-0.05779737148147365) | > avg_loss_disc_real_5: 0.21147324775273985 (-0.026186265624486477) | > avg_loss_0: 2.515743429844196 (+0.12389701146345855) | > avg_loss_gen: 2.1041441513941845 (-0.43089251334850553) | > avg_loss_kl: 2.980038120196416 (-0.09456989398369409) | > avg_loss_feat: 7.198201207014231 (+0.06693067000462438) | > avg_loss_mel: 17.225729428804836 (-0.34112706551184857) | > avg_loss_duration: 2.3472320666679964 (-0.01197170294248151) | > avg_loss_1: 31.855345285855808 (-0.811630249023434)  > EPOCH: 718/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:56:41)   --> TIME: 2024-06-11 22:56:45 -- STEP: 9/330 -- GLOBAL_STEP: 324950 | > loss_disc: 2.4458417892456055 (2.3366901874542236) | > loss_disc_real_0: 0.1361199915409088 (0.10206065989202923) | > loss_disc_real_1: 0.21156615018844604 (0.1861975093682607) | > loss_disc_real_2: 0.19658352434635162 (0.20471536285347408) | > loss_disc_real_3: 0.2375764101743698 (0.23277134199937186) | > loss_disc_real_4: 0.2730329930782318 (0.23219643533229828) | > loss_disc_real_5: 0.27376478910446167 (0.22598458495404986) | > loss_0: 2.4458417892456055 (2.3366901874542236) | > grad_norm_0: tensor(10.6986, device='cuda:0') (tensor(7.5466, device='cuda:0')) | > loss_gen: 2.5302951335906982 (2.564666324191623) | > loss_kl: 1.6726162433624268 (1.9770775768491957) | > loss_feat: 6.413219451904297 (7.17424652311537) | > loss_mel: 17.437023162841797 (17.97299363878038) | > loss_duration: 2.1121907234191895 (2.1373094982571073) | > loss_1: 30.165342330932617 (31.82629330952962) | > grad_norm_1: tensor(88.8126, device='cuda:0') (tensor(102.6294, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3473 (0.36449005868699813) | > loader_time: 0.003 (0.003150039248996311)  --> TIME: 2024-06-11 22:56:54 -- STEP: 34/330 -- GLOBAL_STEP: 324975 | > loss_disc: 2.3147714138031006 (2.359727571992313) | > loss_disc_real_0: 0.11825700104236603 (0.10726761533056989) | > loss_disc_real_1: 0.1890443116426468 (0.1958574784152648) | > loss_disc_real_2: 0.1604514718055725 (0.20641693209900575) | > loss_disc_real_3: 0.2269776165485382 (0.22859395383035436) | > loss_disc_real_4: 0.23452500998973846 (0.23346149570801678) | > loss_disc_real_5: 0.21079754829406738 (0.2242534603266155) | > loss_0: 2.3147714138031006 (2.359727571992313) | > grad_norm_0: tensor(6.1386, device='cuda:0') (tensor(8.7001, device='cuda:0')) | > loss_gen: 2.699162483215332 (2.509511723237879) | > loss_kl: 1.925526738166809 (1.983377120074104) | > loss_feat: 7.553679466247559 (6.974353397593779) | > loss_mel: 17.958423614501953 (17.475211031296677) | > loss_duration: 2.0190157890319824 (2.0242279803051666) | > loss_1: 32.15580749511719 (30.966680919422824) | > grad_norm_1: tensor(57.4015, device='cuda:0') (tensor(88.5723, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3504 (0.35689982947181254) | > loader_time: 0.0032 (0.003219162716585047)  --> TIME: 2024-06-11 22:57:03 -- STEP: 59/330 -- GLOBAL_STEP: 325000 | > loss_disc: 2.3072144985198975 (2.3574000940484527) | > loss_disc_real_0: 0.09158623218536377 (0.10835255909774263) | > loss_disc_real_1: 0.18940451741218567 (0.19491527873580736) | > loss_disc_real_2: 0.20378218591213226 (0.20956606329497646) | > loss_disc_real_3: 0.22340776026248932 (0.22856994023767568) | > loss_disc_real_4: 0.23241592943668365 (0.23322601868944653) | > loss_disc_real_5: 0.19661031663417816 (0.22300895240347265) | > loss_0: 2.3072144985198975 (2.3574000940484527) | > grad_norm_0: tensor(10.7328, device='cuda:0') (tensor(8.7999, device='cuda:0')) | > loss_gen: 2.410809278488159 (2.491941799551754) | > loss_kl: 1.9445265531539917 (1.9776706594531819) | > loss_feat: 7.057673454284668 (6.987258143344168) | > loss_mel: 17.22653579711914 (17.463350586971995) | > loss_duration: 1.9701483249664307 (2.0023505364434206) | > loss_1: 30.60969352722168 (30.92257153785835) | > grad_norm_1: tensor(167.9947, device='cuda:0') (tensor(104.9510, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3531 (0.3559957480026504) | > loader_time: 0.0036 (0.0033335160400907874) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_325000.pth  --> TIME: 2024-06-11 22:57:18 -- STEP: 84/330 -- GLOBAL_STEP: 325025 | > loss_disc: 2.4486212730407715 (2.3696971109935214) | > loss_disc_real_0: 0.12395717948675156 (0.11179882483113379) | > loss_disc_real_1: 0.20024023950099945 (0.19523043398346215) | > loss_disc_real_2: 0.23310358822345734 (0.20990377451692308) | > loss_disc_real_3: 0.2385784238576889 (0.22907480792630286) | > loss_disc_real_4: 0.2517222762107849 (0.23422260635665484) | > loss_disc_real_5: 0.21884247660636902 (0.2242502174561932) | > loss_0: 2.4486212730407715 (2.3696971109935214) | > grad_norm_0: tensor(9.2773, device='cuda:0') (tensor(8.8718, device='cuda:0')) | > loss_gen: 2.3504257202148438 (2.4812580914724442) | > loss_kl: 2.13103985786438 (2.000600894292196) | > loss_feat: 6.016218662261963 (6.98811091695513) | > loss_mel: 16.382970809936523 (17.41684922717867) | > loss_duration: 2.0590474605560303 (1.9960569427126944) | > loss_1: 28.9397029876709 (30.882875873928977) | > grad_norm_1: tensor(63.8150, device='cuda:0') (tensor(106.0197, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3786 (0.3631523989495777) | > loader_time: 0.0039 (0.0035062148457481747)  --> TIME: 2024-06-11 22:57:28 -- STEP: 109/330 -- GLOBAL_STEP: 325050 | > loss_disc: 2.3415865898132324 (2.3766795560854286) | > loss_disc_real_0: 0.11698254942893982 (0.11446400861674492) | > loss_disc_real_1: 0.16551880538463593 (0.1961696936723289) | > loss_disc_real_2: 0.2104969322681427 (0.21069054565298448) | > loss_disc_real_3: 0.2197672426700592 (0.23037403370809117) | > loss_disc_real_4: 0.23201091587543488 (0.23473537802149397) | > loss_disc_real_5: 0.1981058567762375 (0.2247579770350675) | > loss_0: 2.3415865898132324 (2.3766795560854286) | > grad_norm_0: tensor(14.2595, device='cuda:0') (tensor(8.9785, device='cuda:0')) | > loss_gen: 2.358254909515381 (2.471782378100475) | > loss_kl: 1.9712295532226562 (2.0080114395246587) | > loss_feat: 6.579024791717529 (6.946437643208635) | > loss_mel: 16.99266242980957 (17.39829509630117) | > loss_duration: 1.9240827560424805 (1.9971091386375088) | > loss_1: 29.82525634765625 (30.821635570001163) | > grad_norm_1: tensor(123.7704, device='cuda:0') (tensor(103.0023, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.366 (0.3678125503960006) | > loader_time: 0.0037 (0.003644203920976831)  --> TIME: 2024-06-11 22:57:38 -- STEP: 134/330 -- GLOBAL_STEP: 325075 | > loss_disc: 2.399113893508911 (2.3799275497892007) | > loss_disc_real_0: 0.14883458614349365 (0.11554931960443952) | > loss_disc_real_1: 0.17428000271320343 (0.196238081179448) | > loss_disc_real_2: 0.1780564934015274 (0.21086798808467921) | > loss_disc_real_3: 0.22117619216442108 (0.23019389363367165) | > loss_disc_real_4: 0.21422170102596283 (0.23499264601451247) | > loss_disc_real_5: 0.20863664150238037 (0.22488453995380828) | > loss_0: 2.399113893508911 (2.3799275497892007) | > grad_norm_0: tensor(5.8291, device='cuda:0') (tensor(8.6121, device='cuda:0')) | > loss_gen: 2.434480905532837 (2.4649421190147978) | > loss_kl: 1.945938229560852 (2.01188844709254) | > loss_feat: 7.0714826583862305 (6.920359234311688) | > loss_mel: 17.48064613342285 (17.41042705080403) | > loss_duration: 1.9939231872558594 (2.0008108464639585) | > loss_1: 30.926469802856445 (30.808427639861605) | > grad_norm_1: tensor(37.8408, device='cuda:0') (tensor(98.0496, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3918 (0.37249510679672015) | > loader_time: 0.0041 (0.003754315091602838)  --> TIME: 2024-06-11 22:57:48 -- STEP: 159/330 -- GLOBAL_STEP: 325100 | > loss_disc: 2.376870632171631 (2.384980702550156) | > loss_disc_real_0: 0.12955965101718903 (0.11698347522215273) | > loss_disc_real_1: 0.2030099332332611 (0.19701319483091245) | > loss_disc_real_2: 0.2198953479528427 (0.21166388062561084) | > loss_disc_real_3: 0.2394866645336151 (0.230961985370648) | > loss_disc_real_4: 0.23974664509296417 (0.23512431566820205) | > loss_disc_real_5: 0.24188080430030823 (0.2253685487703707) | > loss_0: 2.376870632171631 (2.384980702550156) | > grad_norm_0: tensor(28.8025, device='cuda:0') (tensor(10.0597, device='cuda:0')) | > loss_gen: 2.494450807571411 (2.4619872854940557) | > loss_kl: 2.132561683654785 (2.0219042338665187) | > loss_feat: 6.315560340881348 (6.895761414893769) | > loss_mel: 17.032451629638672 (17.38621461016577) | > loss_duration: 2.0099310874938965 (2.0037390488498623) | > loss_1: 29.984956741333008 (30.769606512297624) | > grad_norm_1: tensor(296.9767, device='cuda:0') (tensor(116.2124, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3679 (0.3742619475478647) | > loader_time: 0.0041 (0.0038231528779995518)  --> TIME: 2024-06-11 22:57:57 -- STEP: 184/330 -- GLOBAL_STEP: 325125 | > loss_disc: 2.399301528930664 (2.3848189309887275) | > loss_disc_real_0: 0.08534795045852661 (0.11774742214576057) | > loss_disc_real_1: 0.21795468032360077 (0.19706069013994673) | > loss_disc_real_2: 0.1967446655035019 (0.21178694652474445) | > loss_disc_real_3: 0.2621021568775177 (0.23039374330445475) | > loss_disc_real_4: 0.22902876138687134 (0.2345864426182664) | > loss_disc_real_5: 0.23294007778167725 (0.2250574870116037) | > loss_0: 2.399301528930664 (2.3848189309887275) | > grad_norm_0: tensor(21.1387, device='cuda:0') (tensor(12.4182, device='cuda:0')) | > loss_gen: 2.6092350482940674 (2.460908188768056) | > loss_kl: 2.113790273666382 (2.029644073999448) | > loss_feat: 6.757184982299805 (6.888898271581402) | > loss_mel: 16.814319610595703 (17.3513863397681) | > loss_duration: 2.0351805686950684 (2.0104395909153907) | > loss_1: 30.3297119140625 (30.741276367850926) | > grad_norm_1: tensor(339.3706, device='cuda:0') (tensor(141.6589, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3871 (0.37551145449928625) | > loader_time: 0.0043 (0.003913456979005233)  --> TIME: 2024-06-11 22:58:07 -- STEP: 209/330 -- GLOBAL_STEP: 325150 | > loss_disc: 2.1880905628204346 (2.380310383709994) | > loss_disc_real_0: 0.08956801891326904 (0.11927511988644394) | > loss_disc_real_1: 0.15818007290363312 (0.19678571463771985) | > loss_disc_real_2: 0.17383792996406555 (0.21144451999493194) | > loss_disc_real_3: 0.22226695716381073 (0.23017341319168583) | > loss_disc_real_4: 0.19429221749305725 (0.23360342008360266) | > loss_disc_real_5: 0.1638677418231964 (0.22373596354249561) | > loss_0: 2.1880905628204346 (2.380310383709994) | > grad_norm_0: tensor(54.9065, device='cuda:0') (tensor(15.6161, device='cuda:0')) | > loss_gen: 2.787322521209717 (2.4722842291781775) | > loss_kl: 2.0120718479156494 (2.031735317558766) | > loss_feat: 7.580452919006348 (6.9122404162393245) | > loss_mel: 17.097820281982422 (17.316700565757916) | > loss_duration: 2.1128249168395996 (2.018428984441256) | > loss_1: 31.59049415588379 (30.75138941678134) | > grad_norm_1: tensor(727.2981, device='cuda:0') (tensor(176.0007, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.3954 (0.3776581082047459) | > loader_time: 0.0051 (0.004007537969561853)  --> TIME: 2024-06-11 22:58:18 -- STEP: 234/330 -- GLOBAL_STEP: 325175 | > loss_disc: 2.3856561183929443 (2.3813308823821893) | > loss_disc_real_0: 0.1396290361881256 (0.11924824131350233) | > loss_disc_real_1: 0.20877720415592194 (0.19744331084000757) | > loss_disc_real_2: 0.18714340031147003 (0.21200432201735994) | > loss_disc_real_3: 0.24478121101856232 (0.2310619572034249) | > loss_disc_real_4: 0.2253897786140442 (0.2334291219838664) | > loss_disc_real_5: 0.2275439202785492 (0.22291867925315842) | > loss_0: 2.3856561183929443 (2.3813308823821893) | > grad_norm_0: tensor(27.5776, device='cuda:0') (tensor(17.5361, device='cuda:0')) | > loss_gen: 2.5422396659851074 (2.4811036647894444) | > loss_kl: 2.0034186840057373 (2.0293114949495394) | > loss_feat: 6.310781478881836 (6.916440109921318) | > loss_mel: 16.6784725189209 (17.277822396694077) | > loss_duration: 2.0908291339874268 (2.0270574169281192) | > loss_1: 29.625741958618164 (30.731734993111374) | > grad_norm_1: tensor(427.1610, device='cuda:0') (tensor(203.0623, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.4242 (0.38086060784820824) | > loader_time: 0.0051 (0.004135204176617482)  --> TIME: 2024-06-11 22:58:29 -- STEP: 259/330 -- GLOBAL_STEP: 325200 | > loss_disc: 2.3421871662139893 (2.3811858455186643) | > loss_disc_real_0: 0.169354647397995 (0.12067697220212244) | > loss_disc_real_1: 0.16356328129768372 (0.1972821287551902) | > loss_disc_real_2: 0.18339453637599945 (0.21229820707129696) | > loss_disc_real_3: 0.20511434972286224 (0.23083322331251785) | > loss_disc_real_4: 0.23562020063400269 (0.23303732298976207) | > loss_disc_real_5: 0.21939706802368164 (0.22244750515604572) | > loss_0: 2.3421871662139893 (2.3811858455186643) | > grad_norm_0: tensor(15.4730, device='cuda:0') (tensor(19.9871, device='cuda:0')) | > loss_gen: 2.686349868774414 (2.4855743734072533) | > loss_kl: 1.9711850881576538 (2.0295417308807413) | > loss_feat: 7.203193187713623 (6.939467838832311) | > loss_mel: 17.041645050048828 (17.247403516732582) | > loss_duration: 2.1202142238616943 (2.0349119450594926) | > loss_1: 31.022586822509766 (30.736899328047706) | > grad_norm_1: tensor(351.4304, device='cuda:0') (tensor(227.7459, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.4327 (0.3854959268827697) | > loader_time: 0.0055 (0.004268717121433566)  --> TIME: 2024-06-11 22:58:40 -- STEP: 284/330 -- GLOBAL_STEP: 325225 | > loss_disc: 2.3839755058288574 (2.3821581786787007) | > loss_disc_real_0: 0.15497076511383057 (0.12150826947894734) | > loss_disc_real_1: 0.23957295715808868 (0.19731486279150132) | > loss_disc_real_2: 0.2086072564125061 (0.2123246283703287) | > loss_disc_real_3: 0.22122232615947723 (0.2308621992107848) | > loss_disc_real_4: 0.22831791639328003 (0.23342345990765262) | > loss_disc_real_5: 0.21766266226768494 (0.22305857295721346) | > loss_0: 2.3839755058288574 (2.3821581786787007) | > grad_norm_0: tensor(28.0592, device='cuda:0') (tensor(19.6396, device='cuda:0')) | > loss_gen: 2.4357733726501465 (2.478300683934924) | > loss_kl: 2.0862936973571777 (2.032171859707634) | > loss_feat: 6.792088031768799 (6.934545963582859) | > loss_mel: 16.212650299072266 (17.212114088971838) | > loss_duration: 2.172316074371338 (2.0447341845908626) | > loss_1: 29.699121475219727 (30.701866727479747) | > grad_norm_1: tensor(211.3396, device='cuda:0') (tensor(224.3210, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.4469 (0.3909151016826361) | > loader_time: 0.0061 (0.004425539097315828)  --> TIME: 2024-06-11 22:58:52 -- STEP: 309/330 -- GLOBAL_STEP: 325250 | > loss_disc: 2.503443956375122 (2.3878636722811604) | > loss_disc_real_0: 0.1769654005765915 (0.12302516364646189) | > loss_disc_real_1: 0.24055595695972443 (0.19781125551481463) | > loss_disc_real_2: 0.26762112975120544 (0.21264197858213216) | > loss_disc_real_3: 0.23695984482765198 (0.23101231195394276) | > loss_disc_real_4: 0.2332228273153305 (0.2335218967550395) | > loss_disc_real_5: 0.21555060148239136 (0.22342609433294494) | > loss_0: 2.503443956375122 (2.3878636722811604) | > grad_norm_0: tensor(11.2581, device='cuda:0') (tensor(19.1515, device='cuda:0')) | > loss_gen: 2.450343132019043 (2.4689446614398167) | > loss_kl: 1.8813084363937378 (2.035683990682217) | > loss_feat: 6.529760837554932 (6.929832240910206) | > loss_mel: 15.959646224975586 (17.15762985254182) | > loss_duration: 2.232851982116699 (2.056605606403165) | > loss_1: 29.053913116455078 (30.648696319185028) | > grad_norm_1: tensor(249.5535, device='cuda:0') (tensor(217.8638, device='cuda:0')) | > current_lr_0: 0.00018283091367054472 | > current_lr_1: 0.00018283091367054472 | > step_time: 0.4984 (0.39774403525787666) | > loader_time: 0.0067 (0.004594875385074552)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5199966430664062 (2.5199966430664062) | > loss_disc_real_0: 0.21896186470985413 (0.21896186470985413) | > loss_disc_real_1: 0.2018553614616394 (0.2018553614616394) | > loss_disc_real_2: 0.21084053814411163 (0.21084053814411163) | > loss_disc_real_3: 0.23493769764900208 (0.23493769764900208) | > loss_disc_real_4: 0.2929995357990265 (0.2929995357990265) | > loss_disc_real_5: 0.22659893333911896 (0.22659893333911896) | > loss_0: 2.5199966430664062 (2.5199966430664062) | > loss_gen: 2.2365221977233887 (2.2365221977233887) | > loss_kl: 2.123816728591919 (2.123816728591919) | > loss_feat: 5.045360088348389 (5.045360088348389) | > loss_mel: 15.924633026123047 (15.924633026123047) | > loss_duration: 3.228548526763916 (3.228548526763916) | > loss_1: 28.558881759643555 (28.558881759643555)  --> STEP: 1 | > loss_disc: 2.3164334297180176 (2.3164334297180176) | > loss_disc_real_0: 0.08574947714805603 (0.08574947714805603) | > loss_disc_real_1: 0.2552602291107178 (0.2552602291107178) | > loss_disc_real_2: 0.15170587599277496 (0.15170587599277496) | > loss_disc_real_3: 0.22235320508480072 (0.22235320508480072) | > loss_disc_real_4: 0.2777816653251648 (0.2777816653251648) | > loss_disc_real_5: 0.2298964411020279 (0.2298964411020279) | > loss_0: 2.3164334297180176 (2.3164334297180176) | > loss_gen: 2.3197684288024902 (2.3197684288024902) | > loss_kl: 3.1541361808776855 (3.1541361808776855) | > loss_feat: 6.221982955932617 (6.221982955932617) | > loss_mel: 17.45090103149414 (17.45090103149414) | > loss_duration: 2.333670139312744 (2.333670139312744) | > loss_1: 31.480459213256836 (31.480459213256836)  --> STEP: 2 | > loss_disc: 2.576143980026245 (2.4462887048721313) | > loss_disc_real_0: 0.18077519536018372 (0.13326233625411987) | > loss_disc_real_1: 0.19955497980117798 (0.22740760445594788) | > loss_disc_real_2: 0.21899467706680298 (0.18535027652978897) | > loss_disc_real_3: 0.24143138527870178 (0.23189229518175125) | > loss_disc_real_4: 0.2892020642757416 (0.2834918648004532) | > loss_disc_real_5: 0.3285117447376251 (0.2792040929198265) | > loss_0: 2.576143980026245 (2.4462887048721313) | > loss_gen: 2.37876033782959 (2.34926438331604) | > loss_kl: 2.701265811920166 (2.927700996398926) | > loss_feat: 5.530327320098877 (5.876155138015747) | > loss_mel: 18.266132354736328 (17.858516693115234) | > loss_duration: 2.452906608581543 (2.3932883739471436) | > loss_1: 31.329395294189453 (31.404927253723145)  --> STEP: 3 | > loss_disc: 2.3057334423065186 (2.3994369506835938) | > loss_disc_real_0: 0.05648833140730858 (0.10767100130518277) | > loss_disc_real_1: 0.21865840256214142 (0.22449120382467905) | > loss_disc_real_2: 0.11330180615186691 (0.16133411973714828) | > loss_disc_real_3: 0.23050007224082947 (0.23142822086811066) | > loss_disc_real_4: 0.2700125575065613 (0.2789987623691559) | > loss_disc_real_5: 0.3143901526927948 (0.2909327795108159) | > loss_0: 2.3057334423065186 (2.3994369506835938) | > loss_gen: 2.2511587142944336 (2.3165624936421714) | > loss_kl: 2.87750244140625 (2.9109681447347007) | > loss_feat: 7.550111293792725 (6.434140523274739) | > loss_mel: 17.580263137817383 (17.76576550801595) | > loss_duration: 2.2774083614349365 (2.354661703109741) | > loss_1: 32.53644561767578 (31.782100041707356)  --> STEP: 4 | > loss_disc: 2.721452236175537 (2.4799407720565796) | > loss_disc_real_0: 0.18089625239372253 (0.12597731407731771) | > loss_disc_real_1: 0.20751599967479706 (0.22024740278720856) | > loss_disc_real_2: 0.18061798810958862 (0.16615508683025837) | > loss_disc_real_3: 0.30729764699935913 (0.2503955774009228) | > loss_disc_real_4: 0.33143389225006104 (0.29210754483938217) | > loss_disc_real_5: 0.2945515513420105 (0.2918374724686146) | > loss_0: 2.721452236175537 (2.4799407720565796) | > loss_gen: 2.1917672157287598 (2.2853636741638184) | > loss_kl: 3.398317575454712 (3.0328055024147034) | > loss_feat: 5.894435882568359 (6.2992143630981445) | > loss_mel: 17.67491912841797 (17.743053913116455) | > loss_duration: 2.361532211303711 (2.3563793301582336) | > loss_1: 31.520971298217773 (31.71681785583496)  --> STEP: 5 | > loss_disc: 2.518406867980957 (2.487633991241455) | > loss_disc_real_0: 0.3036927580833435 (0.16152040287852287) | > loss_disc_real_1: 0.25708916783332825 (0.2276157557964325) | > loss_disc_real_2: 0.21949410438537598 (0.1768228903412819) | > loss_disc_real_3: 0.26237356662750244 (0.25279117524623873) | > loss_disc_real_4: 0.2832871079444885 (0.29034345746040346) | > loss_disc_real_5: 0.27156245708465576 (0.28778246939182284) | > loss_0: 2.518406867980957 (2.487633991241455) | > loss_gen: 2.7011635303497314 (2.368523645401001) | > loss_kl: 2.5144784450531006 (2.929140090942383) | > loss_feat: 5.410494804382324 (6.1214704513549805) | > loss_mel: 17.735681533813477 (17.741579437255858) | > loss_duration: 2.3917741775512695 (2.3634582996368407) | > loss_1: 30.75359344482422 (31.524172973632812)  --> STEP: 6 | > loss_disc: 2.442539930343628 (2.4801183144251504) | > loss_disc_real_0: 0.1445179134607315 (0.1586866546422243) | > loss_disc_real_1: 0.18974669277668 (0.2213042452931404) | > loss_disc_real_2: 0.21767127513885498 (0.18363095447421074) | > loss_disc_real_3: 0.2542807459831238 (0.25303943703571957) | > loss_disc_real_4: 0.27739837765693665 (0.2881859441598256) | > loss_disc_real_5: 0.2712916135787964 (0.2850339934229851) | > loss_0: 2.442539930343628 (2.4801183144251504) | > loss_gen: 2.277771472930908 (2.3533982833226523) | > loss_kl: 2.8614249229431152 (2.9178542296091714) | > loss_feat: 6.40300989151001 (6.168393691380818) | > loss_mel: 19.312755584716797 (18.003442128499348) | > loss_duration: 2.217094898223877 (2.3390643994013467) | > loss_1: 33.07205581665039 (31.782153447469074)  --> STEP: 7 | > loss_disc: 2.32419490814209 (2.457843542098999) | > loss_disc_real_0: 0.18617936968803406 (0.16261418536305428) | > loss_disc_real_1: 0.21596412360668182 (0.22054137076650346) | > loss_disc_real_2: 0.23782464861869812 (0.1913729107805661) | > loss_disc_real_3: 0.27406036853790283 (0.2560424272503172) | > loss_disc_real_4: 0.2571726441383362 (0.2837554727281843) | > loss_disc_real_5: 0.2409074604511261 (0.2787302029984338) | > loss_0: 2.32419490814209 (2.457843542098999) | > loss_gen: 2.5786421298980713 (2.385575975690569) | > loss_kl: 3.923921823501587 (3.061578171593802) | > loss_feat: 5.041774272918701 (6.007448060171945) | > loss_mel: 17.76006507873535 (17.968673978533065) | > loss_duration: 2.500645875930786 (2.362147467476981) | > loss_1: 31.805049896240234 (31.785424368722097)  --> STEP: 8 | > loss_disc: 2.3549811840057373 (2.4449857473373413) | > loss_disc_real_0: 0.19049286842346191 (0.16609902074560523) | > loss_disc_real_1: 0.15521375834941864 (0.21237541921436787) | > loss_disc_real_2: 0.16842031478881836 (0.18850383628159761) | > loss_disc_real_3: 0.22688008844852448 (0.2523971349000931) | > loss_disc_real_4: 0.30773383378982544 (0.28675276786088943) | > loss_disc_real_5: 0.257163941860199 (0.27603442035615444) | > loss_0: 2.3549811840057373 (2.4449857473373413) | > loss_gen: 2.5489182472229004 (2.4059937596321106) | > loss_kl: 2.849353313446045 (3.0350500643253326) | > loss_feat: 8.172797203063965 (6.278116703033447) | > loss_mel: 18.649980545043945 (18.053837299346924) | > loss_duration: 2.2743778228759766 (2.3511762619018555) | > loss_1: 34.49542999267578 (32.12417507171631)  --> STEP: 9 | > loss_disc: 2.463634729385376 (2.4470578564537897) | > loss_disc_real_0: 0.23566903173923492 (0.17382902196711963) | > loss_disc_real_1: 0.2616691291332245 (0.21785249809424082) | > loss_disc_real_2: 0.24277792870998383 (0.19453429099586275) | > loss_disc_real_3: 0.1959795206785202 (0.2461285110976961) | > loss_disc_real_4: 0.21029792726039886 (0.278257785571946) | > loss_disc_real_5: 0.21755044162273407 (0.26953620049688554) | > loss_0: 2.463634729385376 (2.4470578564537897) | > loss_gen: 2.501838445663452 (2.4166431691911487) | > loss_kl: 3.0553245544433594 (3.037302785449558) | > loss_feat: 9.619339942932129 (6.649363729688856) | > loss_mel: 18.785625457763672 (18.135147094726562) | > loss_duration: 2.2014822959899902 (2.3345435990227594) | > loss_1: 36.16360855102539 (32.57300101386176)  --> STEP: 10 | > loss_disc: 2.4280574321746826 (2.4451578140258787) | > loss_disc_real_0: 0.07309141010046005 (0.1637552607804537) | > loss_disc_real_1: 0.1985422968864441 (0.21592147797346115) | > loss_disc_real_2: 0.2345207929611206 (0.19853294119238854) | > loss_disc_real_3: 0.24456891417503357 (0.24597255140542984) | > loss_disc_real_4: 0.25798124074935913 (0.27623013108968736) | > loss_disc_real_5: 0.2939835488796234 (0.2719809353351593) | > loss_0: 2.4280574321746826 (2.4451578140258787) | > loss_gen: 2.387892961502075 (2.4137681484222413) | > loss_kl: 3.4839236736297607 (3.081964874267578) | > loss_feat: 6.213562488555908 (6.605783605575562) | > loss_mel: 17.78919792175293 (18.1005521774292) | > loss_duration: 2.431381940841675 (2.344227433204651) | > loss_1: 32.30595779418945 (32.54629669189453)  --> STEP: 11 | > loss_disc: 2.303809881210327 (2.432308001951738) | > loss_disc_real_0: 0.10767146944999695 (0.1586567342958667) | > loss_disc_real_1: 0.2399785816669464 (0.21810848740014163) | > loss_disc_real_2: 0.13840003311634064 (0.1930663131854751) | > loss_disc_real_3: 0.1836332529783249 (0.2403053424575112) | > loss_disc_real_4: 0.25612133741378784 (0.2744020589373328) | > loss_disc_real_5: 0.2717948257923126 (0.27196401628580963) | > loss_0: 2.303809881210327 (2.432308001951738) | > loss_gen: 2.4066922664642334 (2.4131248864260586) | > loss_kl: 3.411437511444092 (3.111916932192716) | > loss_feat: 6.254812240600586 (6.5738771178505635) | > loss_mel: 16.84493064880371 (17.986404765735973) | > loss_duration: 2.4969875812530518 (2.358114719390869) | > loss_1: 31.41486167907715 (32.443438963456586)  --> STEP: 12 | > loss_disc: 2.461232900619507 (2.4347184101740518) | > loss_disc_real_0: 0.13364291191101074 (0.15657224909712872) | > loss_disc_real_1: 0.24935494363307953 (0.22071235875288645) | > loss_disc_real_2: 0.22771349549293518 (0.19595357837776342) | > loss_disc_real_3: 0.24178163707256317 (0.24042836700876555) | > loss_disc_real_4: 0.21041272580623627 (0.2690696145097415) | > loss_disc_real_5: 0.2521122097969055 (0.27030969907840097) | > loss_0: 2.461232900619507 (2.4347184101740518) | > loss_gen: 2.4402875900268555 (2.4153884450594583) | > loss_kl: 2.864650011062622 (3.0913113554318747) | > loss_feat: 6.049830436706543 (6.530206561088562) | > loss_mel: 17.132022857666016 (17.91520627339681) | > loss_duration: 2.265198230743408 (2.3503716786702475) | > loss_1: 30.75198745727539 (32.30248467127482)  --> STEP: 13 | > loss_disc: 2.256227731704712 (2.4209883579841027) | > loss_disc_real_0: 0.10544547438621521 (0.15263942027321228) | > loss_disc_real_1: 0.2210213541984558 (0.22073612763331488) | > loss_disc_real_2: 0.20953650772571564 (0.19699841909683669) | > loss_disc_real_3: 0.2666427493095398 (0.24244485795497894) | > loss_disc_real_4: 0.2295435667037964 (0.26602914929389954) | > loss_disc_real_5: 0.2032332718372345 (0.26514997390600353) | > loss_0: 2.256227731704712 (2.4209883579841027) | > loss_gen: 2.4199132919311523 (2.415736510203435) | > loss_kl: 3.0334036350250244 (3.0868569154005785) | > loss_feat: 6.342267990112305 (6.5157497479365425) | > loss_mel: 17.27495574951172 (17.865956233097958) | > loss_duration: 2.320676326751709 (2.34808742083036) | > loss_1: 31.391218185424805 (32.23238724928636)  --> STEP: 14 | > loss_disc: 2.5111145973205566 (2.427425946508135) | > loss_disc_real_0: 0.21140874922275543 (0.15683722948389395) | > loss_disc_real_1: 0.2228074073791504 (0.22088407618658884) | > loss_disc_real_2: 0.18225185573101044 (0.1959450931421348) | > loss_disc_real_3: 0.2536717355251312 (0.2432467777814184) | > loss_disc_real_4: 0.27305129170417786 (0.2665307308946337) | > loss_disc_real_5: 0.27232626080513 (0.26566256582736975) | > loss_0: 2.5111145973205566 (2.427425946508135) | > loss_gen: 2.518643379211426 (2.423087000846863) | > loss_kl: 3.0561015605926514 (3.0846601043428694) | > loss_feat: 6.327866554260254 (6.502329519816807) | > loss_mel: 18.533945083618164 (17.913669722420828) | > loss_duration: 2.4310994148254395 (2.3540168489728654) | > loss_1: 32.86765670776367 (32.2777636391776)  --> STEP: 15 | > loss_disc: 2.449984550476074 (2.428929853439331) | > loss_disc_real_0: 0.09421202540397644 (0.1526622158785661) | > loss_disc_real_1: 0.20646166801452637 (0.21992258230845133) | > loss_disc_real_2: 0.20701389014720917 (0.1966830129424731) | > loss_disc_real_3: 0.24109111726284027 (0.24310306708017984) | > loss_disc_real_4: 0.2457333654165268 (0.2651442398627599) | > loss_disc_real_5: 0.2277052402496338 (0.2631320774555207) | > loss_0: 2.449984550476074 (2.428929853439331) | > loss_gen: 2.2593228816986084 (2.4121693929036456) | > loss_kl: 3.2107863426208496 (3.093068520228068) | > loss_feat: 7.0295867919921875 (6.5374800046285) | > loss_mel: 17.49639892578125 (17.885851669311524) | > loss_duration: 2.4357643127441406 (2.3594666798909505) | > loss_1: 32.431861877441406 (32.288036855061854)  --> STEP: 16 | > loss_disc: 2.46154522895813 (2.430968314409256) | > loss_disc_real_0: 0.1850425899028778 (0.1546859892550856) | > loss_disc_real_1: 0.2009836584329605 (0.21873889956623316) | > loss_disc_real_2: 0.2455921769142151 (0.19973983569070697) | > loss_disc_real_3: 0.25310632586479187 (0.2437282707542181) | > loss_disc_real_4: 0.2401466965675354 (0.2635818934068084) | > loss_disc_real_5: 0.28086569905281067 (0.2642404288053513) | > loss_0: 2.46154522895813 (2.430968314409256) | > loss_gen: 2.555309295654297 (2.4211156368255615) | > loss_kl: 2.618464946746826 (3.0634057968854904) | > loss_feat: 7.465744972229004 (6.595496565103531) | > loss_mel: 16.683332443237305 (17.810694217681885) | > loss_duration: 2.4303741455078125 (2.3638983964920044) | > loss_1: 31.753225326538086 (32.254611134529114)  --> STEP: 17 | > loss_disc: 2.658051013946533 (2.44432612026439) | > loss_disc_real_0: 0.14699575304985046 (0.15423362241948352) | > loss_disc_real_1: 0.2635892331600189 (0.22137715448351467) | > loss_disc_real_2: 0.23841670155525208 (0.20201494544744492) | > loss_disc_real_3: 0.24048595130443573 (0.2435375460807015) | > loss_disc_real_4: 0.2776995301246643 (0.2644123426255058) | > loss_disc_real_5: 0.36266326904296875 (0.2700300076428582) | > loss_0: 2.658051013946533 (2.44432612026439) | > loss_gen: 2.3785746097564697 (2.4186132234685562) | > loss_kl: 2.5919086933135986 (3.0356706731459675) | > loss_feat: 6.518223285675049 (6.5909510780783265) | > loss_mel: 16.839275360107422 (17.753551931942212) | > loss_duration: 2.524259090423584 (2.3733313784879795) | > loss_1: 30.85224151611328 (32.17211880403406)  --> STEP: 18 | > loss_disc: 2.27760910987854 (2.4350640641318426) | > loss_disc_real_0: 0.1627727597951889 (0.15470801894035605) | > loss_disc_real_1: 0.17457737028598785 (0.21877716647254097) | > loss_disc_real_2: 0.16633456945419312 (0.2000327023367087) | > loss_disc_real_3: 0.19172725081443787 (0.24065919634368685) | > loss_disc_real_4: 0.2879483699798584 (0.2657198997007476) | > loss_disc_real_5: 0.2950340807437897 (0.2714191228151322) | > loss_0: 2.27760910987854 (2.4350640641318426) | > loss_gen: 2.918294906616211 (2.446373316976759) | > loss_kl: 2.640873432159424 (3.0137374930911593) | > loss_feat: 7.729281902313232 (6.654191679424709) | > loss_mel: 17.47217559814453 (17.737919913397896) | > loss_duration: 2.2405319213867188 (2.365953630871243) | > loss_1: 33.00115966796875 (32.21817662980821)  --> STEP: 19 | > loss_disc: 2.8160438537597656 (2.4551156320069967) | > loss_disc_real_0: 0.14595197141170502 (0.15424717433358492) | > loss_disc_real_1: 0.29344117641448975 (0.22270685120632774) | > loss_disc_real_2: 0.20745690166950226 (0.20042344967001363) | > loss_disc_real_3: 0.28588685393333435 (0.24303959937472092) | > loss_disc_real_4: 0.2921279966831207 (0.26710979954192515) | > loss_disc_real_5: 0.3192201554775238 (0.2739349666394686) | > loss_0: 2.8160438537597656 (2.4551156320069967) | > loss_gen: 2.0242576599121094 (2.4241567034470406) | > loss_kl: 2.1092758178710938 (2.9661342470269454) | > loss_feat: 4.495253562927246 (6.540563357503791) | > loss_mel: 14.859981536865234 (17.586449472527754) | > loss_duration: 2.3834476470947266 (2.3668743685672156) | > loss_1: 25.872217178344727 (31.884178763941716)  --> STEP: 20 | > loss_disc: 2.5743587017059326 (2.4610777854919434) | > loss_disc_real_0: 0.20583093166351318 (0.15682636220008134) | > loss_disc_real_1: 0.29063355922698975 (0.22610318660736084) | > loss_disc_real_2: 0.23984181880950928 (0.2023943681269884) | > loss_disc_real_3: 0.2353176325559616 (0.24265350103378297) | > loss_disc_real_4: 0.23368068039417267 (0.2654383435845375) | > loss_disc_real_5: 0.2533375322818756 (0.27290509492158893) | > loss_0: 2.5743587017059326 (2.4610777854919434) | > loss_gen: 2.4172730445861816 (2.423812520503998) | > loss_kl: 2.530738353729248 (2.9443644523620605) | > loss_feat: 8.245975494384766 (6.625833964347839) | > loss_mel: 17.210590362548828 (17.56765651702881) | > loss_duration: 2.341501235961914 (2.3656057119369502) | > loss_1: 32.74607849121094 (31.927273750305176)  --> STEP: 21 | > loss_disc: 2.2849936485290527 (2.4526928265889487) | > loss_disc_real_0: 0.07113805413246155 (0.15274596657781375) | > loss_disc_real_1: 0.216892808675766 (0.2256645971820468) | > loss_disc_real_2: 0.1953449249267578 (0.20205868035554886) | > loss_disc_real_3: 0.22656327486038208 (0.24188729978743054) | > loss_disc_real_4: 0.25790321826934814 (0.265079528093338) | > loss_disc_real_5: 0.24337150156497955 (0.271498733333179) | > loss_0: 2.2849936485290527 (2.4526928265889487) | > loss_gen: 2.4110894203186035 (2.4232066585904075) | > loss_kl: 2.225844144821167 (2.910149199622018) | > loss_feat: 6.197883129119873 (6.605455353146508) | > loss_mel: 17.101911544799805 (17.545478185017902) | > loss_duration: 2.2075085639953613 (2.3580772763206843) | > loss_1: 30.144235610961914 (31.84236717224121)  --> STEP: 22 | > loss_disc: 2.269855499267578 (2.4443820389834316) | > loss_disc_real_0: 0.1591702699661255 (0.15303798036819158) | > loss_disc_real_1: 0.29096993803977966 (0.2286330217664892) | > loss_disc_real_2: 0.24152061343193054 (0.20385240458629347) | > loss_disc_real_3: 0.22923913598060608 (0.24131238325075668) | > loss_disc_real_4: 0.19035710394382477 (0.26168305426836014) | > loss_disc_real_5: 0.1766822785139084 (0.26718889447775757) | > loss_0: 2.269855499267578 (2.4443820389834316) | > loss_gen: 2.6827211380004883 (2.4350027712908657) | > loss_kl: 2.3102753162384033 (2.8828822049227627) | > loss_feat: 8.5895414352417 (6.695641084150835) | > loss_mel: 19.10048484802246 (17.616160306063566) | > loss_duration: 2.207017421722412 (2.35121091929349) | > loss_1: 34.890037536621094 (31.980897643349387)  --> STEP: 23 | > loss_disc: 2.5936503410339355 (2.4508719651595405) | > loss_disc_real_0: 0.14004108309745789 (0.15247289787815968) | > loss_disc_real_1: 0.2643584609031677 (0.2301863017289535) | > loss_disc_real_2: 0.21803037822246552 (0.20446883822264877) | > loss_disc_real_3: 0.26253262162208557 (0.2422350023103797) | > loss_disc_real_4: 0.29256823658943176 (0.26302588828231976) | > loss_disc_real_5: 0.3056103587150574 (0.2688593929228576) | > loss_0: 2.5936503410339355 (2.4508719651595405) | > loss_gen: 2.3068997859954834 (2.429433076278023) | > loss_kl: 2.8035974502563477 (2.879435041676397) | > loss_feat: 5.116322994232178 (6.626975080241328) | > loss_mel: 16.202266693115234 (17.554686670717984) | > loss_duration: 2.2671422958374023 (2.3475557617519205) | > loss_1: 28.69622802734375 (31.83808592091436)  --> STEP: 24 | > loss_disc: 2.4302563667297363 (2.450012981891632) | > loss_disc_real_0: 0.0726943388581276 (0.14914879125232502) | > loss_disc_real_1: 0.32818710803985596 (0.23426966865857443) | > loss_disc_real_2: 0.23014962673187256 (0.2055388710771998) | > loss_disc_real_3: 0.25839704275131226 (0.2429084206620852) | > loss_disc_real_4: 0.24827885627746582 (0.26241142861545086) | > loss_disc_real_5: 0.27104419469833374 (0.26895042633016913) | > loss_0: 2.4302563667297363 (2.450012981891632) | > loss_gen: 2.5354597568511963 (2.4338508546352386) | > loss_kl: 2.563418388366699 (2.866267681121826) | > loss_feat: 8.579846382141113 (6.708344717820485) | > loss_mel: 18.106595993041992 (17.577682892481487) | > loss_duration: 2.403000593185425 (2.34986596306165) | > loss_1: 34.18832015991211 (31.936012347539265)  --> STEP: 25 | > loss_disc: 2.5595014095306396 (2.4543925189971922) | > loss_disc_real_0: 0.1417645364999771 (0.1488534210622311) | > loss_disc_real_1: 0.22248463332653046 (0.23379826724529265) | > loss_disc_real_2: 0.2042417824268341 (0.20548698753118516) | > loss_disc_real_3: 0.2563561499118805 (0.24344632983207704) | > loss_disc_real_4: 0.30401718616485596 (0.26407565891742707) | > loss_disc_real_5: 0.27025070786476135 (0.2690024375915528) | > loss_0: 2.5595014095306396 (2.4543925189971922) | > loss_gen: 2.2266671657562256 (2.4255635070800783) | > loss_kl: 2.727482557296753 (2.8607162761688234) | > loss_feat: 5.805525779724121 (6.672231960296631) | > loss_mel: 14.892640113830566 (17.470281181335448) | > loss_duration: 2.387627124786377 (2.351376409530639) | > loss_1: 28.039941787719727 (31.780169525146484)  --> STEP: 26 | > loss_disc: 2.2277207374572754 (2.4456743735533495) | > loss_disc_real_0: 0.11045827716588974 (0.14737668475852567) | > loss_disc_real_1: 0.13057337701320648 (0.2298280791594432) | > loss_disc_real_2: 0.1237400695681572 (0.20234287530183792) | > loss_disc_real_3: 0.13684698939323425 (0.23934635519981384) | > loss_disc_real_4: 0.15532593429088593 (0.2598929772010216) | > loss_disc_real_5: 0.08668752759695053 (0.26199032566868347) | > loss_0: 2.2277207374572754 (2.4456743735533495) | > loss_gen: 2.2364349365234375 (2.4182893312894382) | > loss_kl: 2.7226054668426514 (2.8554043219639706) | > loss_feat: 14.535280227661133 (6.974656893656804) | > loss_mel: 20.346221923828125 (17.580894286815933) | > loss_duration: 2.2957706451416016 (2.3492377262849065) | > loss_1: 42.136314392089844 (32.17848278925969) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025709225581242484 (+0.0001329917174119205) | > avg_loss_disc: 2.4456743735533495 (-0.07006905629084637) | > avg_loss_disc_real_0: 0.14737668475852567 (+0.013666864914389815) | > avg_loss_disc_real_1: 0.2298280791594432 (+0.06996334516085112) | > avg_loss_disc_real_2: 0.20234287530183792 (-0.036042878260979294) | > avg_loss_disc_real_3: 0.23934635519981384 (+0.03597433120012283) | > avg_loss_disc_real_4: 0.2598929772010216 (+0.049616561199610026) | > avg_loss_disc_real_5: 0.26199032566868347 (+0.05051707791594362) | > avg_loss_0: 2.4456743735533495 (-0.07006905629084637) | > avg_loss_gen: 2.4182893312894382 (+0.3141451798952537) | > avg_loss_kl: 2.8554043219639706 (-0.12463379823244525) | > avg_loss_feat: 6.974656893656804 (-0.22354431335742664) | > avg_loss_mel: 17.580894286815933 (+0.3551648580110971) | > avg_loss_duration: 2.3492377262849065 (+0.002005659616910016) | > avg_loss_1: 32.17848278925969 (+0.32313750340388125)  > EPOCH: 719/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 22:59:24)   --> TIME: 2024-06-11 22:59:27 -- STEP: 4/330 -- GLOBAL_STEP: 325275 | > loss_disc: 2.294440269470215 (2.295507311820984) | > loss_disc_real_0: 0.08138808608055115 (0.09761467017233372) | > loss_disc_real_1: 0.19374221563339233 (0.1947094090282917) | > loss_disc_real_2: 0.23841458559036255 (0.21837550401687622) | > loss_disc_real_3: 0.2118712216615677 (0.20458536595106125) | > loss_disc_real_4: 0.2272839993238449 (0.22503897547721863) | > loss_disc_real_5: 0.21347922086715698 (0.2172234132885933) | > loss_0: 2.294440269470215 (2.295507311820984) | > grad_norm_0: tensor(10.1956, device='cuda:0') (tensor(7.9012, device='cuda:0')) | > loss_gen: 2.4265553951263428 (2.445281505584717) | > loss_kl: 1.944736361503601 (1.961289495229721) | > loss_feat: 6.1453471183776855 (6.75788140296936) | > loss_mel: 17.4728946685791 (18.012336254119873) | > loss_duration: 2.1581387519836426 (2.1699700951576233) | > loss_1: 30.14767074584961 (31.346758365631104) | > grad_norm_1: tensor(94.9121, device='cuda:0') (tensor(92.0942, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.3608 (0.38516682386398315) | > loader_time: 0.0028 (0.003230273723602295)  --> TIME: 2024-06-11 22:59:36 -- STEP: 29/330 -- GLOBAL_STEP: 325300 | > loss_disc: 2.369293212890625 (2.3100051633242904) | > loss_disc_real_0: 0.11067645251750946 (0.10673268242128964) | > loss_disc_real_1: 0.17180068790912628 (0.1931203711649467) | > loss_disc_real_2: 0.1732500195503235 (0.20656924103868418) | > loss_disc_real_3: 0.21922510862350464 (0.22328071398981686) | > loss_disc_real_4: 0.21226048469543457 (0.22748487571190143) | > loss_disc_real_5: 0.22154471278190613 (0.2191829712226473) | > loss_0: 2.369293212890625 (2.3100051633242904) | > grad_norm_0: tensor(13.3462, device='cuda:0') (tensor(9.3217, device='cuda:0')) | > loss_gen: 2.3870999813079834 (2.508806055989759) | > loss_kl: 2.10080885887146 (1.9581118534351218) | > loss_feat: 6.919414520263672 (6.994492925446609) | > loss_mel: 17.79143524169922 (17.67104589528051) | > loss_duration: 1.9966349601745605 (2.0260746150181212) | > loss_1: 31.19539451599121 (31.158531452047413) | > grad_norm_1: tensor(103.3449, device='cuda:0') (tensor(99.1160, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.391 (0.36631919597757273) | > loader_time: 0.0038 (0.003340400498488854)  --> TIME: 2024-06-11 22:59:45 -- STEP: 54/330 -- GLOBAL_STEP: 325325 | > loss_disc: 2.427851915359497 (2.3430282539791527) | > loss_disc_real_0: 0.10864606499671936 (0.10847730368927673) | > loss_disc_real_1: 0.18524907529354095 (0.19542685675400276) | > loss_disc_real_2: 0.22885876893997192 (0.21020840936236912) | > loss_disc_real_3: 0.26292240619659424 (0.22588238064889554) | > loss_disc_real_4: 0.2392529398202896 (0.2311463971380834) | > loss_disc_real_5: 0.2326626032590866 (0.2204370810477822) | > loss_0: 2.427851915359497 (2.3430282539791527) | > grad_norm_0: tensor(6.1727, device='cuda:0') (tensor(9.5511, device='cuda:0')) | > loss_gen: 2.4565412998199463 (2.4996417363484706) | > loss_kl: 1.9815441370010376 (1.96485764892013) | > loss_feat: 7.32117223739624 (6.978237408178824) | > loss_mel: 18.668603897094727 (17.616897830256722) | > loss_duration: 1.9463531970977783 (2.00140177099793) | > loss_1: 32.37421417236328 (31.061036498458297) | > grad_norm_1: tensor(58.9265, device='cuda:0') (tensor(104.1111, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.3587 (0.36714055361571135) | > loader_time: 0.0041 (0.0034211609098646375)  --> TIME: 2024-06-11 22:59:55 -- STEP: 79/330 -- GLOBAL_STEP: 325350 | > loss_disc: 2.3594887256622314 (2.3447552240347553) | > loss_disc_real_0: 0.13092008233070374 (0.10907173119013823) | > loss_disc_real_1: 0.21384426951408386 (0.19652086175695252) | > loss_disc_real_2: 0.21992658078670502 (0.2106701282760765) | > loss_disc_real_3: 0.22638696432113647 (0.2255190731603888) | > loss_disc_real_4: 0.2270030528306961 (0.23109920511517343) | > loss_disc_real_5: 0.23622280359268188 (0.22207502209687535) | > loss_0: 2.3594887256622314 (2.3447552240347553) | > grad_norm_0: tensor(12.3764, device='cuda:0') (tensor(10.3695, device='cuda:0')) | > loss_gen: 2.4402873516082764 (2.497189944303489) | > loss_kl: 1.859030842781067 (1.9752687623229208) | > loss_feat: 7.1387434005737305 (6.992660824256607) | > loss_mel: 17.37029266357422 (17.528914004941537) | > loss_duration: 1.9449315071105957 (1.9945788956895651) | > loss_1: 30.753284454345703 (30.988612500927115) | > grad_norm_1: tensor(116.3622, device='cuda:0') (tensor(120.6211, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.3748 (0.3693924704684487) | > loader_time: 0.0034 (0.0035327748407291463)  --> TIME: 2024-06-11 23:00:05 -- STEP: 104/330 -- GLOBAL_STEP: 325375 | > loss_disc: 2.452186346054077 (2.347819695105919) | > loss_disc_real_0: 0.14631831645965576 (0.11116689801789247) | > loss_disc_real_1: 0.17349790036678314 (0.19561255307724842) | > loss_disc_real_2: 0.23792147636413574 (0.21012062722673783) | > loss_disc_real_3: 0.21976518630981445 (0.22739595733582973) | > loss_disc_real_4: 0.22546982765197754 (0.23125769570469856) | > loss_disc_real_5: 0.1831158697605133 (0.222236019344284) | > loss_0: 2.452186346054077 (2.347819695105919) | > grad_norm_0: tensor(5.8055, device='cuda:0') (tensor(11.5031, device='cuda:0')) | > loss_gen: 2.4664018154144287 (2.499641145651158) | > loss_kl: 2.0099780559539795 (1.9901243952604442) | > loss_feat: 7.34281063079834 (6.993529782845424) | > loss_mel: 17.070680618286133 (17.51742476683397) | > loss_duration: 2.034837245941162 (1.9950843808742664) | > loss_1: 30.92470932006836 (30.995804639963005) | > grad_norm_1: tensor(84.6260, device='cuda:0') (tensor(142.4895, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.3769 (0.37085560193428624) | > loader_time: 0.0037 (0.003625285166960496)  --> TIME: 2024-06-11 23:00:14 -- STEP: 129/330 -- GLOBAL_STEP: 325400 | > loss_disc: 2.3820154666900635 (2.351520022680593) | > loss_disc_real_0: 0.09310173988342285 (0.11192178576029549) | > loss_disc_real_1: 0.16747520864009857 (0.19638617845006692) | > loss_disc_real_2: 0.22519253194332123 (0.21065729787183363) | > loss_disc_real_3: 0.23859122395515442 (0.22757297361543935) | > loss_disc_real_4: 0.24341122806072235 (0.23069160529809404) | > loss_disc_real_5: 0.25851020216941833 (0.22204112198001655) | > loss_0: 2.3820154666900635 (2.351520022680593) | > grad_norm_0: tensor(26.8434, device='cuda:0') (tensor(12.6853, device='cuda:0')) | > loss_gen: 2.439420461654663 (2.49669931840527) | > loss_kl: 1.9414467811584473 (2.0010596763255983) | > loss_feat: 6.830602169036865 (6.977163702942605) | > loss_mel: 17.99927520751953 (17.49553254593251) | > loss_duration: 1.9809839725494385 (1.9985299258269076) | > loss_1: 31.191728591918945 (30.968985298807308) | > grad_norm_1: tensor(265.4301, device='cuda:0') (tensor(165.9998, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.3968 (0.37165556582369547) | > loader_time: 0.0048 (0.0037087192831113357)  --> TIME: 2024-06-11 23:00:24 -- STEP: 154/330 -- GLOBAL_STEP: 325425 | > loss_disc: 2.3495988845825195 (2.3570603364473808) | > loss_disc_real_0: 0.20095379650592804 (0.11395301127975638) | > loss_disc_real_1: 0.13397499918937683 (0.19683431398558926) | > loss_disc_real_2: 0.2294965386390686 (0.21154912338628398) | > loss_disc_real_3: 0.24690745770931244 (0.22846025838093323) | > loss_disc_real_4: 0.2378888875246048 (0.23042997901702855) | > loss_disc_real_5: 0.2256191521883011 (0.22159122056388236) | > loss_0: 2.3495988845825195 (2.3570603364473808) | > grad_norm_0: tensor(38.6486, device='cuda:0') (tensor(14.2687, device='cuda:0')) | > loss_gen: 2.6410109996795654 (2.500460822860916) | > loss_kl: 2.024388551712036 (2.0030570734630944) | > loss_feat: 7.669203758239746 (6.987639021563839) | > loss_mel: 17.884342193603516 (17.488496495531752) | > loss_duration: 2.0236799716949463 (2.002265204082836) | > loss_1: 32.24262619018555 (30.98191870652236) | > grad_norm_1: tensor(305.9442, device='cuda:0') (tensor(183.9554, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.4007 (0.3744762268933383) | > loader_time: 0.0043 (0.00383121936352222)  --> TIME: 2024-06-11 23:00:34 -- STEP: 179/330 -- GLOBAL_STEP: 325450 | > loss_disc: 2.3415231704711914 (2.355397787840006) | > loss_disc_real_0: 0.11015883088111877 (0.11417105373557053) | > loss_disc_real_1: 0.19802117347717285 (0.19667763275474143) | > loss_disc_real_2: 0.18990005552768707 (0.21155816891006918) | > loss_disc_real_3: 0.230272576212883 (0.22882140090678657) | > loss_disc_real_4: 0.22441785037517548 (0.23021584124871472) | > loss_disc_real_5: 0.19008684158325195 (0.22114361514592304) | > loss_0: 2.3415231704711914 (2.355397787840006) | > grad_norm_0: tensor(9.3114, device='cuda:0') (tensor(15.6824, device='cuda:0')) | > loss_gen: 2.4599380493164062 (2.5077145898808313) | > loss_kl: 2.053236484527588 (2.0080148208074737) | > loss_feat: 6.817556381225586 (7.014448386996818) | > loss_mel: 17.35301971435547 (17.46274760581926) | > loss_duration: 2.0723183155059814 (2.0090918048134068) | > loss_1: 30.75606918334961 (31.0020173248632) | > grad_norm_1: tensor(358.9179, device='cuda:0') (tensor(207.4190, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.403 (0.37691170410071007) | > loader_time: 0.0044 (0.003928568110119697)  --> TIME: 2024-06-11 23:00:44 -- STEP: 204/330 -- GLOBAL_STEP: 325475 | > loss_disc: 2.3325791358947754 (2.3533478168880233) | > loss_disc_real_0: 0.09551768004894257 (0.11543241844457738) | > loss_disc_real_1: 0.19403910636901855 (0.19737659350914113) | > loss_disc_real_2: 0.22255197167396545 (0.2110331673540321) | > loss_disc_real_3: 0.22812911868095398 (0.22844477297336446) | > loss_disc_real_4: 0.21580593287944794 (0.2297229757349865) | > loss_disc_real_5: 0.25804242491722107 (0.22047035892804465) | > loss_0: 2.3325791358947754 (2.3533478168880233) | > grad_norm_0: tensor(28.4193, device='cuda:0') (tensor(18.2572, device='cuda:0')) | > loss_gen: 2.626613140106201 (2.5169859586977488) | > loss_kl: 2.102618932723999 (2.0131929341484525) | > loss_feat: 8.084158897399902 (7.0352916320164995) | > loss_mel: 16.844999313354492 (17.431335084578553) | > loss_duration: 2.022968292236328 (2.0167640266465208) | > loss_1: 31.681358337402344 (31.01356973835066) | > grad_norm_1: tensor(461.4795, device='cuda:0') (tensor(230.8239, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.4132 (0.3792686427340788) | > loader_time: 0.0053 (0.0040405953631681545)  --> TIME: 2024-06-11 23:00:54 -- STEP: 229/330 -- GLOBAL_STEP: 325500 | > loss_disc: 2.364067554473877 (2.3565900075904143) | > loss_disc_real_0: 0.09133916348218918 (0.11557874044476638) | > loss_disc_real_1: 0.19311776757240295 (0.19786265258185207) | > loss_disc_real_2: 0.20245078206062317 (0.2113506300090182) | > loss_disc_real_3: 0.22818692028522491 (0.22867204671863905) | > loss_disc_real_4: 0.19840247929096222 (0.2299552324947832) | > loss_disc_real_5: 0.23825812339782715 (0.2204902304181886) | > loss_0: 2.364067554473877 (2.3565900075904143) | > grad_norm_0: tensor(11.4427, device='cuda:0') (tensor(19.2922, device='cuda:0')) | > loss_gen: 2.4118120670318604 (2.5176306114446643) | > loss_kl: 2.095093011856079 (2.0195040728848057) | > loss_feat: 6.648005962371826 (7.0185063353792545) | > loss_mel: 17.60931968688965 (17.381183632596603) | > loss_duration: 2.124271869659424 (2.0253527044729376) | > loss_1: 30.88850212097168 (30.962177434862962) | > grad_norm_1: tensor(72.5917, device='cuda:0') (tensor(248.1932, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.401 (0.38136748767836126) | > loader_time: 0.0057 (0.004181165362029094) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_325500.pth  --> TIME: 2024-06-11 23:01:11 -- STEP: 254/330 -- GLOBAL_STEP: 325525 | > loss_disc: 2.4270670413970947 (2.359756373045012) | > loss_disc_real_0: 0.13637173175811768 (0.1170020187053624) | > loss_disc_real_1: 0.1485764980316162 (0.19800779141309693) | > loss_disc_real_2: 0.23775796592235565 (0.21178369752065404) | > loss_disc_real_3: 0.2574653625488281 (0.2285179780341509) | > loss_disc_real_4: 0.24038703739643097 (0.23031993943640566) | > loss_disc_real_5: 0.22160334885120392 (0.22067822181568372) | > loss_0: 2.4270670413970947 (2.359756373045012) | > grad_norm_0: tensor(13.1291, device='cuda:0') (tensor(19.6611, device='cuda:0')) | > loss_gen: 2.388979196548462 (2.5095143412041847) | > loss_kl: 2.163519859313965 (2.0255436554668464) | > loss_feat: 6.819366455078125 (7.01730892226452) | > loss_mel: 16.70932388305664 (17.344088667021012) | > loss_duration: 2.0578715801239014 (2.0328342384240767) | > loss_1: 30.139060974121094 (30.92928987788403) | > grad_norm_1: tensor(263.7522, device='cuda:0') (tensor(251.7820, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.4489 (0.3872967714399803) | > loader_time: 0.0062 (0.004364844382278561)  --> TIME: 2024-06-11 23:01:22 -- STEP: 279/330 -- GLOBAL_STEP: 325550 | > loss_disc: 2.3283867835998535 (2.362742988866717) | > loss_disc_real_0: 0.12004084885120392 (0.11837273838806324) | > loss_disc_real_1: 0.22114451229572296 (0.19848851645932833) | > loss_disc_real_2: 0.2066672295331955 (0.21157507085671992) | > loss_disc_real_3: 0.2395544946193695 (0.22843695493368266) | > loss_disc_real_4: 0.23889894783496857 (0.23048772403843515) | > loss_disc_real_5: 0.2117777168750763 (0.22149275237941402) | > loss_0: 2.3283867835998535 (2.362742988866717) | > grad_norm_0: tensor(23.7220, device='cuda:0') (tensor(20.2769, device='cuda:0')) | > loss_gen: 2.528015613555908 (2.502330628774499) | > loss_kl: 2.0257761478424072 (2.027471715404142) | > loss_feat: 6.80180549621582 (7.013129169368403) | > loss_mel: 16.715654373168945 (17.29655809983557) | > loss_duration: 2.147716999053955 (2.0422863109991973) | > loss_1: 30.21896743774414 (30.88177597565463) | > grad_norm_1: tensor(179.8630, device='cuda:0') (tensor(255.1016, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.4416 (0.39247058625716896) | > loader_time: 0.0068 (0.004525579432005522)  --> TIME: 2024-06-11 23:01:34 -- STEP: 304/330 -- GLOBAL_STEP: 325575 | > loss_disc: 2.4451029300689697 (2.3703235372116693) | > loss_disc_real_0: 0.12947459518909454 (0.11997568972506806) | > loss_disc_real_1: 0.21101114153862 (0.19918442443993536) | > loss_disc_real_2: 0.1926332265138626 (0.2117008246775521) | > loss_disc_real_3: 0.2241441011428833 (0.22903665297321582) | > loss_disc_real_4: 0.22415433824062347 (0.2308139690247021) | > loss_disc_real_5: 0.1691301167011261 (0.22180568152352384) | > loss_0: 2.4451029300689697 (2.3703235372116693) | > grad_norm_0: tensor(37.5800, device='cuda:0') (tensor(20.7498, device='cuda:0')) | > loss_gen: 2.3397228717803955 (2.493072472120586) | > loss_kl: 2.121899366378784 (2.0310108775371005) | > loss_feat: 7.404440879821777 (7.007181655419502) | > loss_mel: 16.175983428955078 (17.2405142909602) | > loss_duration: 2.195336103439331 (2.053216794995887) | > loss_1: 30.237382888793945 (30.824996120051335) | > grad_norm_1: tensor(399.2014, device='cuda:0') (tensor(259.3784, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 0.4947 (0.39903044073205257) | > loader_time: 0.0079 (0.004697030312136599)  --> TIME: 2024-06-11 23:02:02 -- STEP: 329/330 -- GLOBAL_STEP: 325600 | > loss_disc: 2.6404073238372803 (2.379982778004239) | > loss_disc_real_0: 0.12042849510908127 (0.122432897835517) | > loss_disc_real_1: 0.11082684248685837 (0.20120451535950315) | > loss_disc_real_2: 0.2638263702392578 (0.21227931700035435) | > loss_disc_real_3: 0.19240044057369232 (0.2292222671414581) | > loss_disc_real_4: 0.1939896047115326 (0.23156289914821057) | > loss_disc_real_5: 0.17121805250644684 (0.22151378870553884) | > loss_0: 2.6404073238372803 (2.379982778004239) | > grad_norm_0: tensor(11.6961, device='cuda:0') (tensor(21.9826, device='cuda:0')) | > loss_gen: 1.8617017269134521 (2.490006509160562) | > loss_kl: 2.1398203372955322 (2.0378093400624757) | > loss_feat: 10.801493644714355 (7.100936908490029) | > loss_mel: 18.139301300048828 (17.222951071602946) | > loss_duration: 2.297461986541748 (2.067791678985202) | > loss_1: 35.23978042602539 (30.919495550694798) | > grad_norm_1: tensor(183.9314, device='cuda:0') (tensor(269.2750, device='cuda:0')) | > current_lr_0: 0.0001828080598063359 | > current_lr_1: 0.0001828080598063359 | > step_time: 14.0791 (0.4534545075204961) | > loader_time: 0.0356 (0.0051573504068206525)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7502589225769043 (2.7502589225769043) | > loss_disc_real_0: 0.27267223596572876 (0.27267223596572876) | > loss_disc_real_1: 0.21078644692897797 (0.21078644692897797) | > loss_disc_real_2: 0.33365190029144287 (0.33365190029144287) | > loss_disc_real_3: 0.24303488433361053 (0.24303488433361053) | > loss_disc_real_4: 0.2560091018676758 (0.2560091018676758) | > loss_disc_real_5: 0.3142126500606537 (0.3142126500606537) | > loss_0: 2.7502589225769043 (2.7502589225769043) | > loss_gen: 2.268850088119507 (2.268850088119507) | > loss_kl: 1.9269466400146484 (1.9269466400146484) | > loss_feat: 4.363758087158203 (4.363758087158203) | > loss_mel: 14.077620506286621 (14.077620506286621) | > loss_duration: 3.2238659858703613 (3.2238659858703613) | > loss_1: 25.861040115356445 (25.861040115356445)  --> STEP: 1 | > loss_disc: 2.4562134742736816 (2.4562134742736816) | > loss_disc_real_0: 0.18647824227809906 (0.18647824227809906) | > loss_disc_real_1: 0.11687252670526505 (0.11687252670526505) | > loss_disc_real_2: 0.1408303678035736 (0.1408303678035736) | > loss_disc_real_3: 0.22997304797172546 (0.22997304797172546) | > loss_disc_real_4: 0.2082948237657547 (0.2082948237657547) | > loss_disc_real_5: 0.2880484163761139 (0.2880484163761139) | > loss_0: 2.4562134742736816 (2.4562134742736816) | > loss_gen: 2.2584195137023926 (2.2584195137023926) | > loss_kl: 3.6362640857696533 (3.6362640857696533) | > loss_feat: 5.9791259765625 (5.9791259765625) | > loss_mel: 17.120773315429688 (17.120773315429688) | > loss_duration: 2.3523192405700684 (2.3523192405700684) | > loss_1: 31.34690284729004 (31.34690284729004)  --> STEP: 2 | > loss_disc: 2.298511266708374 (2.377362370491028) | > loss_disc_real_0: 0.12309734523296356 (0.1547877937555313) | > loss_disc_real_1: 0.13460855185985565 (0.12574053928256035) | > loss_disc_real_2: 0.25139257311820984 (0.19611147046089172) | > loss_disc_real_3: 0.2204170674085617 (0.22519505769014359) | > loss_disc_real_4: 0.2017616331577301 (0.2050282284617424) | > loss_disc_real_5: 0.18316654860973358 (0.23560748249292374) | > loss_0: 2.298511266708374 (2.377362370491028) | > loss_gen: 2.284895658493042 (2.2716575860977173) | > loss_kl: 2.786135196685791 (3.211199641227722) | > loss_feat: 6.069821834564209 (6.0244739055633545) | > loss_mel: 18.462013244628906 (17.791393280029297) | > loss_duration: 2.416123390197754 (2.384221315383911) | > loss_1: 32.01898956298828 (31.68294620513916)  --> STEP: 3 | > loss_disc: 2.3129324913024902 (2.3558857440948486) | > loss_disc_real_0: 0.12550872564315796 (0.1450281043847402) | > loss_disc_real_1: 0.1877671778202057 (0.14641608546177545) | > loss_disc_real_2: 0.15894156694412231 (0.1837215026219686) | > loss_disc_real_3: 0.1838390976190567 (0.21140973766644797) | > loss_disc_real_4: 0.23244471848011017 (0.214167058467865) | > loss_disc_real_5: 0.22143244743347168 (0.23088247080643973) | > loss_0: 2.3129324913024902 (2.3558857440948486) | > loss_gen: 2.198808193206787 (2.2473744551340737) | > loss_kl: 3.8304076194763184 (3.417602300643921) | > loss_feat: 6.428903579711914 (6.159283796946208) | > loss_mel: 15.168051719665527 (16.916946093241375) | > loss_duration: 2.381167411804199 (2.3832033475240073) | > loss_1: 30.007339477539062 (31.12441062927246)  --> STEP: 4 | > loss_disc: 2.6138947010040283 (2.4203879833221436) | > loss_disc_real_0: 0.13462907075881958 (0.14242834597826004) | > loss_disc_real_1: 0.16657721996307373 (0.15145636908710003) | > loss_disc_real_2: 0.19610503315925598 (0.18681738525629044) | > loss_disc_real_3: 0.24716158211231232 (0.22034769877791405) | > loss_disc_real_4: 0.20806799829006195 (0.21264229342341423) | > loss_disc_real_5: 0.2062167525291443 (0.22471604123711586) | > loss_0: 2.6138947010040283 (2.4203879833221436) | > loss_gen: 1.8644338846206665 (2.151639312505722) | > loss_kl: 3.8946690559387207 (3.536868989467621) | > loss_feat: 5.315703868865967 (5.9483888149261475) | > loss_mel: 15.455446243286133 (16.551571130752563) | > loss_duration: 2.405698537826538 (2.38882714509964) | > loss_1: 28.935951232910156 (30.577295780181885)  --> STEP: 5 | > loss_disc: 2.6985058784484863 (2.476011562347412) | > loss_disc_real_0: 0.2142486274242401 (0.15679240226745605) | > loss_disc_real_1: 0.2111046016216278 (0.1633860155940056) | > loss_disc_real_2: 0.32209306955337524 (0.2138725221157074) | > loss_disc_real_3: 0.3044782280921936 (0.23717380464076995) | > loss_disc_real_4: 0.264352023601532 (0.22298423945903778) | > loss_disc_real_5: 0.29622143507003784 (0.23901712000370026) | > loss_0: 2.6985058784484863 (2.476011562347412) | > loss_gen: 2.3613624572753906 (2.193583941459656) | > loss_kl: 2.86985182762146 (3.4034655570983885) | > loss_feat: 4.452311038970947 (5.649173259735107) | > loss_mel: 17.49980926513672 (16.741218757629394) | > loss_duration: 2.3910932540893555 (2.389280366897583) | > loss_1: 29.57442855834961 (30.37672233581543)  --> STEP: 6 | > loss_disc: 2.7652692794799805 (2.524221181869507) | > loss_disc_real_0: 0.18658526241779327 (0.16175787895917892) | > loss_disc_real_1: 0.15070891380310059 (0.1612731652955214) | > loss_disc_real_2: 0.25928977131843567 (0.22144206364949545) | > loss_disc_real_3: 0.28801336884498596 (0.24564706534147263) | > loss_disc_real_4: 0.2841523587703705 (0.23317892601092657) | > loss_disc_real_5: 0.3384227752685547 (0.2555847292145093) | > loss_0: 2.7652692794799805 (2.524221181869507) | > loss_gen: 2.1393864154815674 (2.184551020463308) | > loss_kl: 2.992366075515747 (3.334948976834615) | > loss_feat: 4.455730438232422 (5.450266122817993) | > loss_mel: 14.666448593139648 (16.395423730214436) | > loss_duration: 2.1867523193359375 (2.3555256923039756) | > loss_1: 26.440683364868164 (29.72071584065755)  --> STEP: 7 | > loss_disc: 2.3932077884674072 (2.505504982812064) | > loss_disc_real_0: 0.09232360124588013 (0.15183869642870768) | > loss_disc_real_1: 0.17163503170013428 (0.16275343192475183) | > loss_disc_real_2: 0.2753324508666992 (0.22914069039481028) | > loss_disc_real_3: 0.2761233150959015 (0.250000815306391) | > loss_disc_real_4: 0.24754612147808075 (0.2352313825062343) | > loss_disc_real_5: 0.292550265789032 (0.2608655201537268) | > loss_0: 2.3932077884674072 (2.505504982812064) | > loss_gen: 2.666231155395508 (2.253362468310765) | > loss_kl: 4.8685221672058105 (3.554030861173357) | > loss_feat: 5.356544017791748 (5.436877250671387) | > loss_mel: 18.415111541748047 (16.683950560433523) | > loss_duration: 2.6491074562072754 (2.397465944290161) | > loss_1: 33.95551681518555 (30.325687408447266)  --> STEP: 8 | > loss_disc: 2.393186569213867 (2.4914651811122894) | > loss_disc_real_0: 0.14094498753547668 (0.1504769828170538) | > loss_disc_real_1: 0.16027411818504333 (0.16244351770728827) | > loss_disc_real_2: 0.18065913021564484 (0.2230804953724146) | > loss_disc_real_3: 0.24552153050899506 (0.2494409047067165) | > loss_disc_real_4: 0.1577502340078354 (0.22554623894393444) | > loss_disc_real_5: 0.13283833861351013 (0.24486212246119973) | > loss_0: 2.393186569213867 (2.4914651811122894) | > loss_gen: 2.095313549041748 (2.2336063534021378) | > loss_kl: 3.4002058506011963 (3.534802734851837) | > loss_feat: 10.708229064941406 (6.095796227455139) | > loss_mel: 20.573833465576172 (17.170185923576355) | > loss_duration: 2.241826295852661 (2.3780109882354736) | > loss_1: 39.019405364990234 (31.412402153015137)  --> STEP: 9 | > loss_disc: 2.841549873352051 (2.5303634802500405) | > loss_disc_real_0: 0.2630627751350403 (0.16298651529683006) | > loss_disc_real_1: 0.24081788957118988 (0.1711517812477218) | > loss_disc_real_2: 0.3377705514431 (0.23582383493582407) | > loss_disc_real_3: 0.31608298420906067 (0.256845580206977) | > loss_disc_real_4: 0.2379908710718155 (0.22692897584703234) | > loss_disc_real_5: 0.2387840896844864 (0.2441867854860094) | > loss_0: 2.841549873352051 (2.5303634802500405) | > loss_gen: 2.3613593578338623 (2.2478011316723294) | > loss_kl: 2.737213134765625 (3.4461816681755915) | > loss_feat: 6.250646114349365 (6.113001770443386) | > loss_mel: 17.73480987548828 (17.232921918233234) | > loss_duration: 2.1972880363464355 (2.3579306602478027) | > loss_1: 31.28131675720215 (31.397837109035915)  --> STEP: 10 | > loss_disc: 2.6575684547424316 (2.54308397769928) | > loss_disc_real_0: 0.16292020678520203 (0.16297988444566727) | > loss_disc_real_1: 0.1488741785287857 (0.16892402097582818) | > loss_disc_real_2: 0.2889076769351959 (0.24113221913576127) | > loss_disc_real_3: 0.273904949426651 (0.2585515171289444) | > loss_disc_real_4: 0.19241498410701752 (0.22347757667303086) | > loss_disc_real_5: 0.24271167814731598 (0.24403927475214005) | > loss_0: 2.6575684547424316 (2.54308397769928) | > loss_gen: 2.115438938140869 (2.2345649123191835) | > loss_kl: 3.3013110160827637 (3.4316946029663087) | > loss_feat: 6.239489555358887 (6.125650548934937) | > loss_mel: 17.549938201904297 (17.26462354660034) | > loss_duration: 2.4037370681762695 (2.3625113010406493) | > loss_1: 31.609912872314453 (31.41904468536377)  --> STEP: 11 | > loss_disc: 2.482452869415283 (2.537572058764371) | > loss_disc_real_0: 0.12426739186048508 (0.15946056693792343) | > loss_disc_real_1: 0.1762821227312088 (0.1695929393172264) | > loss_disc_real_2: 0.20988896489143372 (0.23829192329536786) | > loss_disc_real_3: 0.26769354939460754 (0.2593826109712774) | > loss_disc_real_4: 0.20403806865215302 (0.22171034867113287) | > loss_disc_real_5: 0.21104611456394196 (0.24103989655321295) | > loss_0: 2.482452869415283 (2.537572058764371) | > loss_gen: 2.2043979167938232 (2.231822458180514) | > loss_kl: 3.472487688064575 (3.4354030652479692) | > loss_feat: 5.94835090637207 (6.10953239961104) | > loss_mel: 17.645008087158203 (17.299203959378328) | > loss_duration: 2.5260350704193115 (2.3773770982568916) | > loss_1: 31.79627799987793 (31.453338623046875)  --> STEP: 12 | > loss_disc: 2.6921133995056152 (2.5504505038261414) | > loss_disc_real_0: 0.16400593519210815 (0.15983934762577215) | > loss_disc_real_1: 0.2133345901966095 (0.17323807689050832) | > loss_disc_real_2: 0.2529934346675873 (0.2395170492430528) | > loss_disc_real_3: 0.3123261332511902 (0.26379457116127014) | > loss_disc_real_4: 0.23011445999145508 (0.22241069128115973) | > loss_disc_real_5: 0.2611140310764313 (0.24271274109681448) | > loss_0: 2.6921133995056152 (2.5504505038261414) | > loss_gen: 2.1710078716278076 (2.2267545759677887) | > loss_kl: 3.900114059448242 (3.4741289814313254) | > loss_feat: 5.762654781341553 (6.080625931421916) | > loss_mel: 17.272287368774414 (17.296960910161335) | > loss_duration: 2.282684803009033 (2.369486073652903) | > loss_1: 31.388748168945312 (31.447956085205078)  --> STEP: 13 | > loss_disc: 2.237247943878174 (2.5263579992147593) | > loss_disc_real_0: 0.12609970569610596 (0.15724399055425936) | > loss_disc_real_1: 0.18313275277614594 (0.17399920580478814) | > loss_disc_real_2: 0.21332703530788422 (0.23750243278650138) | > loss_disc_real_3: 0.23214559257030487 (0.2613600343465805) | > loss_disc_real_4: 0.14766190946102142 (0.21666078498730293) | > loss_disc_real_5: 0.17809052765369415 (0.23774180160118982) | > loss_0: 2.237247943878174 (2.5263579992147593) | > loss_gen: 2.2700467109680176 (2.2300847401985755) | > loss_kl: 2.8706419467926025 (3.4277069018437314) | > loss_feat: 7.785854816436768 (6.211797384115366) | > loss_mel: 16.5465145111084 (17.23923426408034) | > loss_duration: 2.281639814376831 (2.3627286690932054) | > loss_1: 31.754695892333984 (31.471551454984226)  --> STEP: 14 | > loss_disc: 2.459102153778076 (2.521554010254996) | > loss_disc_real_0: 0.1282893419265747 (0.1551758013665676) | > loss_disc_real_1: 0.1454889178276062 (0.17196275666356087) | > loss_disc_real_2: 0.20977230370044708 (0.23552170928035462) | > loss_disc_real_3: 0.26130425930023193 (0.26135605041469845) | > loss_disc_real_4: 0.23321056365966797 (0.217842912035329) | > loss_disc_real_5: 0.3528621196746826 (0.24596468146358216) | > loss_0: 2.459102153778076 (2.521554010254996) | > loss_gen: 2.5835390090942383 (2.2553314736911227) | > loss_kl: 3.832153797149658 (3.4565959657941545) | > loss_feat: 5.652885913848877 (6.171875136239188) | > loss_mel: 18.111061096191406 (17.30150760923113) | > loss_duration: 2.4458365440368652 (2.368664945874895) | > loss_1: 32.62547302246094 (31.553974424089706)  --> STEP: 15 | > loss_disc: 2.2293989658355713 (2.502077007293701) | > loss_disc_real_0: 0.08494837582111359 (0.15049397299687067) | > loss_disc_real_1: 0.16967549920082092 (0.17181027283271152) | > loss_disc_real_2: 0.2091030478477478 (0.23376046518484753) | > loss_disc_real_3: 0.1642664521932602 (0.25488341053326924) | > loss_disc_real_4: 0.16974885761737823 (0.21463664174079894) | > loss_disc_real_5: 0.1711180955171585 (0.24097490906715394) | > loss_0: 2.2293989658355713 (2.502077007293701) | > loss_gen: 2.3075122833251953 (2.2588101943333943) | > loss_kl: 3.9617104530334473 (3.4902702649434407) | > loss_feat: 8.873494148254395 (6.351983070373535) | > loss_mel: 18.60321044921875 (17.38828779856364) | > loss_duration: 2.42242693901062 (2.3722490787506105) | > loss_1: 36.16835403442383 (31.861599731445313)  --> STEP: 16 | > loss_disc: 2.5614495277404785 (2.5057877898216248) | > loss_disc_real_0: 0.2315429300069809 (0.15555953281000257) | > loss_disc_real_1: 0.17925316095352173 (0.17227545334026217) | > loss_disc_real_2: 0.21970024704933167 (0.23288170155137777) | > loss_disc_real_3: 0.2497129589319229 (0.2545602573081851) | > loss_disc_real_4: 0.18835973739624023 (0.21299433521926403) | > loss_disc_real_5: 0.19734759628772736 (0.23824820201843977) | > loss_0: 2.5614495277404785 (2.5057877898216248) | > loss_gen: 2.1320383548736572 (2.250886954367161) | > loss_kl: 2.330535888671875 (3.417786866426468) | > loss_feat: 6.571990489959717 (6.3657335340976715) | > loss_mel: 16.70255470275879 (17.345429480075836) | > loss_duration: 2.4337830543518066 (2.376094952225685) | > loss_1: 30.170902252197266 (31.75593113899231)  --> STEP: 17 | > loss_disc: 2.401667594909668 (2.4996630724738624) | > loss_disc_real_0: 0.07643547654151917 (0.1509051765589153) | > loss_disc_real_1: 0.1384051889181137 (0.17028308484484167) | > loss_disc_real_2: 0.2757546901702881 (0.2354036420583725) | > loss_disc_real_3: 0.27182960510253906 (0.25557610129608826) | > loss_disc_real_4: 0.22647862136363983 (0.21378752852187438) | > loss_disc_real_5: 0.2913816273212433 (0.24137369762448704) | > loss_0: 2.401667594909668 (2.4996630724738624) | > loss_gen: 2.447049856185913 (2.2624259485917935) | > loss_kl: 2.575637102127075 (3.3682486449970916) | > loss_feat: 6.48181676864624 (6.372561959659352) | > loss_mel: 18.118295669555664 (17.390892197104062) | > loss_duration: 2.479644298553467 (2.3821860902449665) | > loss_1: 32.10244369506836 (31.776314230526197)  --> STEP: 18 | > loss_disc: 2.3821828365325928 (2.4931363926993475) | > loss_disc_real_0: 0.15479910373687744 (0.15112150584657988) | > loss_disc_real_1: 0.14202670753002167 (0.16871328610512945) | > loss_disc_real_2: 0.17309460043907166 (0.231942028635078) | > loss_disc_real_3: 0.22503767907619476 (0.25387952228387195) | > loss_disc_real_4: 0.17340347170829773 (0.211543969810009) | > loss_disc_real_5: 0.18083131313323975 (0.23801023181941774) | > loss_0: 2.3821828365325928 (2.4931363926993475) | > loss_gen: 2.121504068374634 (2.2545969552463956) | > loss_kl: 3.22243595123291 (3.3601479397879706) | > loss_feat: 6.073788642883301 (6.355963442060682) | > loss_mel: 15.000067710876465 (17.258068614535862) | > loss_duration: 2.2835164070129395 (2.3767044411765204) | > loss_1: 28.701311111450195 (31.605480723910862)  --> STEP: 19 | > loss_disc: 2.612168312072754 (2.499401230561106) | > loss_disc_real_0: 0.15016494691371918 (0.1510711606395872) | > loss_disc_real_1: 0.21261446177959442 (0.17102387429852234) | > loss_disc_real_2: 0.17666497826576233 (0.2290327101945877) | > loss_disc_real_3: 0.2628523111343384 (0.2543517743286334) | > loss_disc_real_4: 0.22405412793159485 (0.2122023991848293) | > loss_disc_real_5: 0.27723726630210876 (0.24007481258166463) | > loss_0: 2.612168312072754 (2.499401230561106) | > loss_gen: 2.0838701725006104 (2.2456113351018807) | > loss_kl: 1.6894397735595703 (3.2722159310391077) | > loss_feat: 5.5986008644104 (6.316102253763299) | > loss_mel: 17.082290649414062 (17.248817142687347) | > loss_duration: 2.333437442779541 (2.374427230734574) | > loss_1: 28.78763771057129 (31.457173196892988)  --> STEP: 20 | > loss_disc: 2.5099236965179443 (2.499927353858948) | > loss_disc_real_0: 0.12124266475439072 (0.14957973584532738) | > loss_disc_real_1: 0.1628970354795456 (0.17061753235757351) | > loss_disc_real_2: 0.28886839747428894 (0.23202449455857277) | > loss_disc_real_3: 0.27768829464912415 (0.2555186003446579) | > loss_disc_real_4: 0.16317160427570343 (0.20975085943937302) | > loss_disc_real_5: 0.20415659248828888 (0.23827890157699586) | > loss_0: 2.5099236965179443 (2.499927353858948) | > loss_gen: 2.151392936706543 (2.2409004151821135) | > loss_kl: 2.5023727416992188 (3.233723771572113) | > loss_feat: 6.996550559997559 (6.350124669075012) | > loss_mel: 19.178421020507812 (17.34529733657837) | > loss_duration: 2.333928108215332 (2.3724022746086115) | > loss_1: 33.16266632080078 (31.54244785308838)  --> STEP: 21 | > loss_disc: 2.3959734439849854 (2.4949771676744734) | > loss_disc_real_0: 0.2090764045715332 (0.15241291054657527) | > loss_disc_real_1: 0.18106390535831451 (0.17111497869094214) | > loss_disc_real_2: 0.15163499116897583 (0.22819642296859197) | > loss_disc_real_3: 0.22873826324939728 (0.2542433461972645) | > loss_disc_real_4: 0.1626376509666443 (0.20750737332162403) | > loss_disc_real_5: 0.22744254767894745 (0.23776288472470783) | > loss_0: 2.3959734439849854 (2.4949771676744734) | > loss_gen: 2.1649060249328613 (2.237281634694054) | > loss_kl: 2.3911259174346924 (3.193600064232236) | > loss_feat: 6.092041969299316 (6.337835016704741) | > loss_mel: 14.958796501159668 (17.23165443965367) | > loss_duration: 2.1980092525482178 (2.364097844986688) | > loss_1: 27.80487823486328 (31.36446834745861)  --> STEP: 22 | > loss_disc: 2.568049430847168 (2.4982986341823232) | > loss_disc_real_0: 0.15364575386047363 (0.1524689488790252) | > loss_disc_real_1: 0.2151671051979065 (0.17311734807762233) | > loss_disc_real_2: 0.20052649080753326 (0.22693869877945294) | > loss_disc_real_3: 0.26955512166023254 (0.2549393359910358) | > loss_disc_real_4: 0.25417011976242065 (0.20962840725075116) | > loss_disc_real_5: 0.27367234230041504 (0.23939513279633087) | > loss_0: 2.568049430847168 (2.4982986341823232) | > loss_gen: 2.154961347579956 (2.233539803461595) | > loss_kl: 2.3586413860321045 (3.155647397041321) | > loss_feat: 4.690515518188477 (6.262956857681274) | > loss_mel: 13.892106056213379 (17.07985678586093) | > loss_duration: 2.210118293762207 (2.357098774476484) | > loss_1: 25.30634307861328 (31.08909901705655)  --> STEP: 23 | > loss_disc: 2.35003399848938 (2.491852345673934) | > loss_disc_real_0: 0.09230354428291321 (0.14985306172267251) | > loss_disc_real_1: 0.13994579017162323 (0.1716751064295354) | > loss_disc_real_2: 0.2625754177570343 (0.2284881213436956) | > loss_disc_real_3: 0.2679353356361389 (0.2555043794538664) | > loss_disc_real_4: 0.23539836704730988 (0.21074884028538413) | > loss_disc_real_5: 0.2267097383737564 (0.23884359390839285) | > loss_0: 2.35003399848938 (2.491852345673934) | > loss_gen: 2.370063304901123 (2.2394756078720093) | > loss_kl: 2.669368267059326 (3.1345048261725386) | > loss_feat: 7.1971611976623535 (6.303574437680452) | > loss_mel: 17.328006744384766 (17.0906459144924) | > loss_duration: 2.3237407207489014 (2.355648424314415) | > loss_1: 31.88833999633789 (31.123848624851394)  --> STEP: 24 | > loss_disc: 2.5990042686462402 (2.4963170091311135) | > loss_disc_real_0: 0.18583866953849792 (0.15135246204833191) | > loss_disc_real_1: 0.21106088161468506 (0.1733161803955833) | > loss_disc_real_2: 0.20491060614585876 (0.22750572487711906) | > loss_disc_real_3: 0.2627321481704712 (0.2558055364837249) | > loss_disc_real_4: 0.2259339988231659 (0.21138155522445837) | > loss_disc_real_5: 0.2502623498439789 (0.23931937540570894) | > loss_0: 2.5990042686462402 (2.4963170091311135) | > loss_gen: 2.3108813762664795 (2.242450848221779) | > loss_kl: 2.4001381397247314 (3.103906214237213) | > loss_feat: 6.572020053863525 (6.31475967168808) | > loss_mel: 16.804418563842773 (17.078719774882) | > loss_duration: 2.4462828636169434 (2.3594248592853537) | > loss_1: 30.533740997314453 (31.099260807037354)  --> STEP: 25 | > loss_disc: 2.472841739654541 (2.4953779983520508) | > loss_disc_real_0: 0.06506220996379852 (0.1479008519649506) | > loss_disc_real_1: 0.16901110112667084 (0.1731439772248268) | > loss_disc_real_2: 0.17277692258358002 (0.2253165727853775) | > loss_disc_real_3: 0.27854129672050476 (0.2567149668931961) | > loss_disc_real_4: 0.20602712035179138 (0.2111673778295517) | > loss_disc_real_5: 0.26472723484039307 (0.2403356897830963) | > loss_0: 2.472841739654541 (2.4953779983520508) | > loss_gen: 2.124544143676758 (2.237734580039978) | > loss_kl: 2.952772855758667 (3.097860879898071) | > loss_feat: 6.8571085929870605 (6.336453628540039) | > loss_mel: 15.481000900268555 (17.01481101989746) | > loss_duration: 2.416980743408203 (2.3617270946502678) | > loss_1: 29.832406997680664 (31.048586654663087)  --> STEP: 26 | > loss_disc: 4.32329797744751 (2.5656826129326453) | > loss_disc_real_0: 0.2910477817058563 (0.15340650310883158) | > loss_disc_real_1: 0.12589314579963684 (0.1713266375546272) | > loss_disc_real_2: 0.1325494647026062 (0.2217486070898863) | > loss_disc_real_3: 0.28556153178215027 (0.25782445015815586) | > loss_disc_real_4: 1.0202627182006836 (0.24228642938228753) | > loss_disc_real_5: 0.3494918644428253 (0.24453400419308588) | > loss_0: 4.32329797744751 (2.5656826129326453) | > loss_gen: 1.8023093938827515 (2.220987457495469) | > loss_kl: 2.2538394927978516 (3.0653985188557553) | > loss_feat: 12.179207801818848 (6.561174942896916) | > loss_mel: 19.709840774536133 (17.118466010460487) | > loss_duration: 2.3080339431762695 (2.3596619734397293) | > loss_1: 38.253231048583984 (31.325688362121582) --> EVAL PERFORMANCE | > avg_loader_time: 0.002337950926560622 (-0.00023297163156362627) | > avg_loss_disc: 2.5656826129326453 (+0.12000823937929583) | > avg_loss_disc_real_0: 0.15340650310883158 (+0.0060298183503059155) | > avg_loss_disc_real_1: 0.1713266375546272 (-0.05850144160481599) | > avg_loss_disc_real_2: 0.2217486070898863 (+0.019405731788048386) | > avg_loss_disc_real_3: 0.25782445015815586 (+0.018478094958342017) | > avg_loss_disc_real_4: 0.24228642938228753 (-0.01760654781873408) | > avg_loss_disc_real_5: 0.24453400419308588 (-0.017456321475597586) | > avg_loss_0: 2.5656826129326453 (+0.12000823937929583) | > avg_loss_gen: 2.220987457495469 (-0.19730187379396913) | > avg_loss_kl: 3.0653985188557553 (+0.20999419689178467) | > avg_loss_feat: 6.561174942896916 (-0.4134819507598877) | > avg_loss_mel: 17.118466010460487 (-0.46242827635544614) | > avg_loss_duration: 2.3596619734397293 (+0.010424247154822819) | > avg_loss_1: 31.325688362121582 (-0.8527944271381074)  > EPOCH: 720/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:02:08)   --> TIME: 2024-06-11 23:02:18 -- STEP: 24/330 -- GLOBAL_STEP: 325625 | > loss_disc: 2.371987819671631 (2.3221173783143363) | > loss_disc_real_0: 0.11208352446556091 (0.1047459403052926) | > loss_disc_real_1: 0.2121874988079071 (0.19820089203615984) | > loss_disc_real_2: 0.23497219383716583 (0.20851251296699047) | > loss_disc_real_3: 0.2613607347011566 (0.2271404123554627) | > loss_disc_real_4: 0.21800479292869568 (0.22476845979690552) | > loss_disc_real_5: 0.20006117224693298 (0.22526158454517523) | > loss_0: 2.371987819671631 (2.3221173783143363) | > grad_norm_0: tensor(9.4718, device='cuda:0') (tensor(11.1003, device='cuda:0')) | > loss_gen: 2.4140841960906982 (2.498293419679006) | > loss_kl: 2.023102283477783 (1.9023180902004242) | > loss_feat: 6.578782558441162 (6.916570921738942) | > loss_mel: 17.42548942565918 (17.621119101842243) | > loss_duration: 1.9471081495285034 (2.0409569392601647) | > loss_1: 30.388565063476562 (30.979258457819622) | > grad_norm_1: tensor(64.9892, device='cuda:0') (tensor(138.1212, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.3645 (0.35788952310880023) | > loader_time: 0.0031 (0.0030621488889058432)  --> TIME: 2024-06-11 23:02:27 -- STEP: 49/330 -- GLOBAL_STEP: 325650 | > loss_disc: 2.4182310104370117 (2.3458618923109418) | > loss_disc_real_0: 0.14251980185508728 (0.10963297087927254) | > loss_disc_real_1: 0.1867613047361374 (0.19771835512044478) | > loss_disc_real_2: 0.17103366553783417 (0.2088742417340376) | > loss_disc_real_3: 0.2271970957517624 (0.23054196700757865) | > loss_disc_real_4: 0.21138669550418854 (0.2304938502457677) | > loss_disc_real_5: 0.20177921652793884 (0.22470792611034549) | > loss_0: 2.4182310104370117 (2.3458618923109418) | > grad_norm_0: tensor(11.0733, device='cuda:0') (tensor(11.7306, device='cuda:0')) | > loss_gen: 2.156096935272217 (2.4781373763570986) | > loss_kl: 2.018695831298828 (1.9375296393219306) | > loss_feat: 6.301662921905518 (6.917913086560308) | > loss_mel: 16.581031799316406 (17.498585136569275) | > loss_duration: 1.9271290302276611 (2.0051455449084847) | > loss_1: 28.984617233276367 (30.837310674239177) | > grad_norm_1: tensor(111.7767, device='cuda:0') (tensor(127.7019, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.3697 (0.36081724264183823) | > loader_time: 0.0036 (0.003302506038120815)  --> TIME: 2024-06-11 23:02:37 -- STEP: 74/330 -- GLOBAL_STEP: 325675 | > loss_disc: 2.4010026454925537 (2.3553712915729834) | > loss_disc_real_0: 0.08825264871120453 (0.10932989992402695) | > loss_disc_real_1: 0.17960526049137115 (0.19622756903235974) | > loss_disc_real_2: 0.19352586567401886 (0.20975225217439034) | > loss_disc_real_3: 0.22330617904663086 (0.23023709010433507) | > loss_disc_real_4: 0.22035512328147888 (0.2313753086570147) | > loss_disc_real_5: 0.20997044444084167 (0.22455759185391502) | > loss_0: 2.4010026454925537 (2.3553712915729834) | > grad_norm_0: tensor(8.2085, device='cuda:0') (tensor(10.8178, device='cuda:0')) | > loss_gen: 2.517268180847168 (2.4654366454562626) | > loss_kl: 2.0054264068603516 (1.9593618270513173) | > loss_feat: 6.894272804260254 (6.916187163945791) | > loss_mel: 17.697986602783203 (17.458097560985667) | > loss_duration: 1.920697808265686 (1.9935812370197197) | > loss_1: 31.035654067993164 (30.792664347468197) | > grad_norm_1: tensor(104.6552, device='cuda:0') (tensor(126.1698, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.3581 (0.3666868693119771) | > loader_time: 0.0034 (0.00341389630291913)  --> TIME: 2024-06-11 23:02:46 -- STEP: 99/330 -- GLOBAL_STEP: 325700 | > loss_disc: 2.282301187515259 (2.353410706375584) | > loss_disc_real_0: 0.14100852608680725 (0.11025547627547774) | > loss_disc_real_1: 0.17874695360660553 (0.19552509637192042) | > loss_disc_real_2: 0.22996117174625397 (0.21015267570813498) | > loss_disc_real_3: 0.2485664039850235 (0.2300910741993875) | > loss_disc_real_4: 0.24317370355129242 (0.23190308836373416) | > loss_disc_real_5: 0.2279520481824875 (0.22454734282060104) | > loss_0: 2.282301187515259 (2.353410706375584) | > grad_norm_0: tensor(8.5897, device='cuda:0') (tensor(10.4767, device='cuda:0')) | > loss_gen: 2.531139850616455 (2.464823429030601) | > loss_kl: 2.0023066997528076 (1.9693842740974041) | > loss_feat: 7.011872291564941 (6.89199528068003) | > loss_mel: 17.483484268188477 (17.35188384007926) | > loss_duration: 2.0234456062316895 (1.9933244098316543) | > loss_1: 31.052248001098633 (30.671411148225417) | > grad_norm_1: tensor(79.9221, device='cuda:0') (tensor(117.3942, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.3629 (0.3671445750226879) | > loader_time: 0.0038 (0.003521237710509637)  --> TIME: 2024-06-11 23:02:56 -- STEP: 124/330 -- GLOBAL_STEP: 325725 | > loss_disc: 2.3872222900390625 (2.3556384982601286) | > loss_disc_real_0: 0.10315066576004028 (0.11092083901166916) | > loss_disc_real_1: 0.20369713008403778 (0.19516805343089566) | > loss_disc_real_2: 0.20710743963718414 (0.2092519669282821) | > loss_disc_real_3: 0.22907380759716034 (0.22992563836516872) | > loss_disc_real_4: 0.24238654971122742 (0.23217986776463448) | > loss_disc_real_5: 0.2566957473754883 (0.22472417739129835) | > loss_0: 2.3872222900390625 (2.3556384982601286) | > grad_norm_0: tensor(6.0733, device='cuda:0') (tensor(9.7957, device='cuda:0')) | > loss_gen: 2.4465036392211914 (2.4639453676439103) | > loss_kl: 2.1012470722198486 (1.9790411072392617) | > loss_feat: 7.042089462280273 (6.929129885089013) | > loss_mel: 18.061283111572266 (17.375454471957305) | > loss_duration: 2.0229783058166504 (1.9974723064130355) | > loss_1: 31.674100875854492 (30.745042985485448) | > grad_norm_1: tensor(52.2254, device='cuda:0') (tensor(108.6146, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.3749 (0.3681637067948619) | > loader_time: 0.0039 (0.0036444202546150454)  --> TIME: 2024-06-11 23:03:05 -- STEP: 149/330 -- GLOBAL_STEP: 325750 | > loss_disc: 2.3992950916290283 (2.361430478576046) | > loss_disc_real_0: 0.1509963572025299 (0.11290327759597125) | > loss_disc_real_1: 0.208593487739563 (0.19556592854877447) | > loss_disc_real_2: 0.2078571766614914 (0.21067701400126387) | > loss_disc_real_3: 0.2156217396259308 (0.23010327992023238) | > loss_disc_real_4: 0.22544971108436584 (0.23213987012437526) | > loss_disc_real_5: 0.22337152063846588 (0.22505330839413124) | > loss_0: 2.3992950916290283 (2.361430478576046) | > grad_norm_0: tensor(33.0102, device='cuda:0') (tensor(11.0297, device='cuda:0')) | > loss_gen: 2.3700482845306396 (2.45862290843221) | > loss_kl: 1.9443867206573486 (1.9876470909822708) | > loss_feat: 6.287195205688477 (6.899440029323501) | > loss_mel: 17.74360466003418 (17.367676254886916) | > loss_duration: 2.0441038608551025 (2.001503477960625) | > loss_1: 30.38933753967285 (30.714889603173173) | > grad_norm_1: tensor(232.8277, device='cuda:0') (tensor(123.0844, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.373 (0.36935390562019094) | > loader_time: 0.0041 (0.0037530636627402083)  --> TIME: 2024-06-11 23:03:15 -- STEP: 174/330 -- GLOBAL_STEP: 325775 | > loss_disc: 2.4931282997131348 (2.3622624737092823) | > loss_disc_real_0: 0.18765407800674438 (0.11350843438814426) | > loss_disc_real_1: 0.21078988909721375 (0.19548640896876654) | > loss_disc_real_2: 0.23628665506839752 (0.2107660472393036) | > loss_disc_real_3: 0.2369791716337204 (0.23010236572945256) | > loss_disc_real_4: 0.26771318912506104 (0.23223328256401524) | > loss_disc_real_5: 0.25411394238471985 (0.22444707831774635) | > loss_0: 2.4931282997131348 (2.3622624737092823) | > grad_norm_0: tensor(48.7583, device='cuda:0') (tensor(12.5469, device='cuda:0')) | > loss_gen: 2.350586414337158 (2.4662103118567624) | > loss_kl: 2.1027426719665527 (1.9918805922584972) | > loss_feat: 6.578762054443359 (6.9365420889580385) | > loss_mel: 16.785917282104492 (17.347353398114784) | > loss_duration: 2.089920997619629 (2.0069013601061947) | > loss_1: 29.907928466796875 (30.748887643046764) | > grad_norm_1: tensor(313.8158, device='cuda:0') (tensor(148.2122, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.3995 (0.3721312955878247) | > loader_time: 0.0042 (0.0038635278570240943)  --> TIME: 2024-06-11 23:03:26 -- STEP: 199/330 -- GLOBAL_STEP: 325800 | > loss_disc: 2.364560604095459 (2.359849649458075) | > loss_disc_real_0: 0.09850181639194489 (0.1139667858205848) | > loss_disc_real_1: 0.17094016075134277 (0.196070812530254) | > loss_disc_real_2: 0.2084328830242157 (0.2104940916126098) | > loss_disc_real_3: 0.25939908623695374 (0.22978227896306982) | > loss_disc_real_4: 0.21260392665863037 (0.23127501723754346) | > loss_disc_real_5: 0.19169282913208008 (0.22316626156095284) | > loss_0: 2.364560604095459 (2.359849649458075) | > grad_norm_0: tensor(6.7813, device='cuda:0') (tensor(15.2902, device='cuda:0')) | > loss_gen: 2.5645291805267334 (2.480975506892755) | > loss_kl: 1.931043267250061 (1.9957027309503987) | > loss_feat: 6.643532752990723 (6.974396985978936) | > loss_mel: 17.38615608215332 (17.319159905515125) | > loss_duration: 2.116126298904419 (2.015674721655536) | > loss_1: 30.641387939453125 (30.785909777310625) | > grad_norm_1: tensor(402.1638, device='cuda:0') (tensor(181.6274, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.4045 (0.37684604031356733) | > loader_time: 0.0049 (0.003998567111528101)  --> TIME: 2024-06-11 23:03:37 -- STEP: 224/330 -- GLOBAL_STEP: 325825 | > loss_disc: 2.3392229080200195 (2.3632979286568507) | > loss_disc_real_0: 0.11984233558177948 (0.11606597996849034) | > loss_disc_real_1: 0.23351150751113892 (0.1961002381119345) | > loss_disc_real_2: 0.20259082317352295 (0.2107436332319464) | > loss_disc_real_3: 0.22150233387947083 (0.22999318389754211) | > loss_disc_real_4: 0.21933849155902863 (0.230932914119746) | > loss_disc_real_5: 0.20121243596076965 (0.22256830274792655) | > loss_0: 2.3392229080200195 (2.3632979286568507) | > grad_norm_0: tensor(51.5004, device='cuda:0') (tensor(18.1553, device='cuda:0')) | > loss_gen: 2.6546356678009033 (2.4807675193463044) | > loss_kl: 1.9816707372665405 (1.9953759456319469) | > loss_feat: 7.368362903594971 (6.986459947058132) | > loss_mel: 16.902908325195312 (17.291551922048846) | > loss_duration: 2.127537727355957 (2.0235525071620963) | > loss_1: 31.035114288330078 (30.777707755565643) | > grad_norm_1: tensor(589.9741, device='cuda:0') (tensor(210.0206, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.4176 (0.3814287803002766) | > loader_time: 0.0051 (0.004159768777234214)  --> TIME: 2024-06-11 23:03:47 -- STEP: 249/330 -- GLOBAL_STEP: 325850 | > loss_disc: 2.3684208393096924 (2.362958973191349) | > loss_disc_real_0: 0.11039791256189346 (0.11685941649608345) | > loss_disc_real_1: 0.1921095997095108 (0.19585712810596786) | > loss_disc_real_2: 0.20172613859176636 (0.21051676098601407) | > loss_disc_real_3: 0.2361016571521759 (0.22994699134644733) | > loss_disc_real_4: 0.2642531991004944 (0.23192924841580143) | > loss_disc_real_5: 0.24405929446220398 (0.22326430546710768) | > loss_0: 2.3684208393096924 (2.362958973191349) | > grad_norm_0: tensor(28.3775, device='cuda:0') (tensor(19.0477, device='cuda:0')) | > loss_gen: 2.514511823654175 (2.4786367483407132) | > loss_kl: 2.0965733528137207 (1.9968516501078166) | > loss_feat: 6.478032112121582 (6.981342057147658) | > loss_mel: 16.32673454284668 (17.260816068534396) | > loss_duration: 2.106623649597168 (2.0323199402376373) | > loss_1: 29.522476196289062 (30.749966395427904) | > grad_norm_1: tensor(486.5808, device='cuda:0') (tensor(223.3429, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.4118 (0.3853859518426489) | > loader_time: 0.0055 (0.004312295032792302)  --> TIME: 2024-06-11 23:03:58 -- STEP: 274/330 -- GLOBAL_STEP: 325875 | > loss_disc: 2.3559939861297607 (2.363232232358335) | > loss_disc_real_0: 0.12900377810001373 (0.11838632139520053) | > loss_disc_real_1: 0.2176024615764618 (0.1959789118518795) | > loss_disc_real_2: 0.27408984303474426 (0.21073564685826754) | > loss_disc_real_3: 0.23337410390377045 (0.22974077981971475) | > loss_disc_real_4: 0.2063419669866562 (0.23161493801940097) | > loss_disc_real_5: 0.22226615250110626 (0.2231001804453613) | > loss_0: 2.3559939861297607 (2.363232232358335) | > grad_norm_0: tensor(45.9046, device='cuda:0') (tensor(20.4561, device='cuda:0')) | > loss_gen: 2.5601627826690674 (2.478845806017408) | > loss_kl: 2.086956024169922 (1.998459655002956) | > loss_feat: 7.026510715484619 (6.996253478266027) | > loss_mel: 16.277822494506836 (17.23561667003771) | > loss_duration: 2.1379284858703613 (2.0410874237979435) | > loss_1: 30.089380264282227 (30.750262991355285) | > grad_norm_1: tensor(538.5314, device='cuda:0') (tensor(237.9764, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.4483 (0.3900101376275947) | > loader_time: 0.0061 (0.004462240386183244)  --> TIME: 2024-06-11 23:04:10 -- STEP: 299/330 -- GLOBAL_STEP: 325900 | > loss_disc: 2.2329630851745605 (2.3667397921699354) | > loss_disc_real_0: 0.08138644695281982 (0.11989653681133902) | > loss_disc_real_1: 0.15406407415866852 (0.19680519840589736) | > loss_disc_real_2: 0.21331103146076202 (0.2110683418137573) | > loss_disc_real_3: 0.22048678994178772 (0.22982493705773432) | > loss_disc_real_4: 0.17410215735435486 (0.2313903010011118) | > loss_disc_real_5: 0.15941733121871948 (0.22269575836068412) | > loss_0: 2.2329630851745605 (2.3667397921699354) | > grad_norm_0: tensor(33.2442, device='cuda:0') (tensor(22.6718, device='cuda:0')) | > loss_gen: 2.5449211597442627 (2.4773561045477615) | > loss_kl: 2.1291663646698 (2.0000525677084524) | > loss_feat: 7.799738883972168 (7.009629715246501) | > loss_mel: 17.369964599609375 (17.17984729626506) | > loss_duration: 2.209681510925293 (2.0516381471053444) | > loss_1: 32.05347442626953 (30.718523803761972) | > grad_norm_1: tensor(498.0018, device='cuda:0') (tensor(257.4354, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.4616 (0.39551856286549647) | > loader_time: 0.0072 (0.004624494342102254)  --> TIME: 2024-06-11 23:04:24 -- STEP: 324/330 -- GLOBAL_STEP: 325925 | > loss_disc: 2.4202892780303955 (2.37168781477728) | > loss_disc_real_0: 0.12498867511749268 (0.12215504556158442) | > loss_disc_real_1: 0.20043158531188965 (0.19729925848451663) | > loss_disc_real_2: 0.20376427471637726 (0.2114008321530289) | > loss_disc_real_3: 0.2555473744869232 (0.23020196968206652) | > loss_disc_real_4: 0.235159233212471 (0.23136612152059874) | > loss_disc_real_5: 0.22011859714984894 (0.22264901723390745) | > loss_0: 2.4202892780303955 (2.37168781477728) | > grad_norm_0: tensor(35.9206, device='cuda:0') (tensor(24.7389, device='cuda:0')) | > loss_gen: 2.191220998764038 (2.4806631273693514) | > loss_kl: 2.2616801261901855 (2.0061629171724698) | > loss_feat: 7.518284320831299 (7.0456986324286754) | > loss_mel: 15.779292106628418 (17.13883676646668) | > loss_duration: 2.2729477882385254 (2.066173014817417) | > loss_1: 30.023426055908203 (30.73753445825459) | > grad_norm_1: tensor(460.4018, device='cuda:0') (tensor(276.6498, device='cuda:0')) | > current_lr_0: 0.0001827852087988601 | > current_lr_1: 0.0001827852087988601 | > step_time: 0.5907 (0.4066341806341102) | > loader_time: 0.0098 (0.004888516149403133)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1976280212402344 (2.1976280212402344) | > loss_disc_real_0: 0.09773343801498413 (0.09773343801498413) | > loss_disc_real_1: 0.17738763988018036 (0.17738763988018036) | > loss_disc_real_2: 0.11583582311868668 (0.11583582311868668) | > loss_disc_real_3: 0.165128692984581 (0.165128692984581) | > loss_disc_real_4: 0.24510058760643005 (0.24510058760643005) | > loss_disc_real_5: 0.22382843494415283 (0.22382843494415283) | > loss_0: 2.1976280212402344 (2.1976280212402344) | > loss_gen: 2.252575397491455 (2.252575397491455) | > loss_kl: 1.713675856590271 (1.713675856590271) | > loss_feat: 7.354742527008057 (7.354742527008057) | > loss_mel: 17.368759155273438 (17.368759155273438) | > loss_duration: 3.043823719024658 (3.043823719024658) | > loss_1: 31.73357582092285 (31.73357582092285)  --> STEP: 1 | > loss_disc: 2.36033296585083 (2.36033296585083) | > loss_disc_real_0: 0.08468718826770782 (0.08468718826770782) | > loss_disc_real_1: 0.2309073805809021 (0.2309073805809021) | > loss_disc_real_2: 0.11734744161367416 (0.11734744161367416) | > loss_disc_real_3: 0.19458626210689545 (0.19458626210689545) | > loss_disc_real_4: 0.24368400871753693 (0.24368400871753693) | > loss_disc_real_5: 0.21382279694080353 (0.21382279694080353) | > loss_0: 2.36033296585083 (2.36033296585083) | > loss_gen: 2.1248483657836914 (2.1248483657836914) | > loss_kl: 3.2538082599639893 (3.2538082599639893) | > loss_feat: 6.21883487701416 (6.21883487701416) | > loss_mel: 17.24797821044922 (17.24797821044922) | > loss_duration: 2.405168056488037 (2.405168056488037) | > loss_1: 31.250638961791992 (31.250638961791992)  --> STEP: 2 | > loss_disc: 2.3945529460906982 (2.377442955970764) | > loss_disc_real_0: 0.11698689311742783 (0.10083704069256783) | > loss_disc_real_1: 0.23188281059265137 (0.23139509558677673) | > loss_disc_real_2: 0.19411136209964752 (0.15572940185666084) | > loss_disc_real_3: 0.23750077188014984 (0.21604351699352264) | > loss_disc_real_4: 0.2829855978488922 (0.26333480328321457) | > loss_disc_real_5: 0.2265642285346985 (0.220193512737751) | > loss_0: 2.3945529460906982 (2.377442955970764) | > loss_gen: 2.362589120864868 (2.24371874332428) | > loss_kl: 2.6312177181243896 (2.9425129890441895) | > loss_feat: 6.117053985595703 (6.167944431304932) | > loss_mel: 17.328296661376953 (17.288137435913086) | > loss_duration: 2.45436954498291 (2.4297688007354736) | > loss_1: 30.89352798461914 (31.072083473205566)  --> STEP: 3 | > loss_disc: 2.5625317096710205 (2.439139207204183) | > loss_disc_real_0: 0.11082907021045685 (0.10416771719853084) | > loss_disc_real_1: 0.20522013306617737 (0.22267010807991028) | > loss_disc_real_2: 0.19429072737693787 (0.16858317703008652) | > loss_disc_real_3: 0.2199535220861435 (0.21734685202439627) | > loss_disc_real_4: 0.24270769953727722 (0.2564591020345688) | > loss_disc_real_5: 0.25704774260520935 (0.23247825602690378) | > loss_0: 2.5625317096710205 (2.439139207204183) | > loss_gen: 2.071337938308716 (2.1862584749857583) | > loss_kl: 2.7650792598724365 (2.883368412653605) | > loss_feat: 5.900696754455566 (6.0788618723551435) | > loss_mel: 17.084321975708008 (17.22019894917806) | > loss_duration: 2.347233533859253 (2.402257045110067) | > loss_1: 30.168670654296875 (30.770945866902668)  --> STEP: 4 | > loss_disc: 2.3491714000701904 (2.416647255420685) | > loss_disc_real_0: 0.09526462107896805 (0.10194194316864014) | > loss_disc_real_1: 0.23380456864833832 (0.2254537232220173) | > loss_disc_real_2: 0.16528500616550446 (0.167758634313941) | > loss_disc_real_3: 0.23232923448085785 (0.22109244763851166) | > loss_disc_real_4: 0.2209596335887909 (0.2475842349231243) | > loss_disc_real_5: 0.19464537501335144 (0.2230200357735157) | > loss_0: 2.3491714000701904 (2.416647255420685) | > loss_gen: 2.139401912689209 (2.174544334411621) | > loss_kl: 3.9607741832733154 (3.1527198553085327) | > loss_feat: 5.972257137298584 (6.052210688591003) | > loss_mel: 16.712318420410156 (17.093228816986084) | > loss_duration: 2.381580114364624 (2.397087812423706) | > loss_1: 31.166332244873047 (30.869792461395264)  --> STEP: 5 | > loss_disc: 2.275632619857788 (2.3884443283081054) | > loss_disc_real_0: 0.07744486629962921 (0.09704252779483795) | > loss_disc_real_1: 0.193077951669693 (0.21897856891155243) | > loss_disc_real_2: 0.1847935914993286 (0.1711656257510185) | > loss_disc_real_3: 0.23689059913158417 (0.22425207793712615) | > loss_disc_real_4: 0.2936150133609772 (0.25679039061069486) | > loss_disc_real_5: 0.2382275015115738 (0.22606152892112732) | > loss_0: 2.275632619857788 (2.3884443283081054) | > loss_gen: 2.3583009243011475 (2.211295652389526) | > loss_kl: 2.175741672515869 (2.95732421875) | > loss_feat: 5.11571741104126 (5.864912033081055) | > loss_mel: 17.970613479614258 (17.268705749511717) | > loss_duration: 2.371610403060913 (2.3919923305511475) | > loss_1: 29.991985321044922 (30.694231033325195)  --> STEP: 6 | > loss_disc: 2.314866781234741 (2.376181403795878) | > loss_disc_real_0: 0.14111904799938202 (0.10438861449559529) | > loss_disc_real_1: 0.17063170671463013 (0.2109207585453987) | > loss_disc_real_2: 0.1727108359336853 (0.171423160781463) | > loss_disc_real_3: 0.19940976798534393 (0.22011169294516245) | > loss_disc_real_4: 0.2530674636363983 (0.2561699027816455) | > loss_disc_real_5: 0.2243698686361313 (0.22577958554029465) | > loss_0: 2.314866781234741 (2.376181403795878) | > loss_gen: 2.20371150970459 (2.2100316286087036) | > loss_kl: 3.341200828552246 (3.021303653717041) | > loss_feat: 5.748237133026123 (5.8454662164052325) | > loss_mel: 17.65237045288086 (17.33264986673991) | > loss_duration: 2.1721150875091553 (2.355346123377482) | > loss_1: 31.117633819580078 (30.764798164367676)  --> STEP: 7 | > loss_disc: 2.190195083618164 (2.349611929484776) | > loss_disc_real_0: 0.08544373512268066 (0.10168220315660749) | > loss_disc_real_1: 0.15601378679275513 (0.2030769054378782) | > loss_disc_real_2: 0.21790802478790283 (0.17806385563952581) | > loss_disc_real_3: 0.2557729184627533 (0.22520615373338973) | > loss_disc_real_4: 0.2505854368209839 (0.2553721219301224) | > loss_disc_real_5: 0.2076803296804428 (0.2231939775603158) | > loss_0: 2.190195083618164 (2.349611929484776) | > loss_gen: 2.652890205383301 (2.273297139576503) | > loss_kl: 4.354654312133789 (3.211782319205148) | > loss_feat: 7.367419719696045 (6.062888145446777) | > loss_mel: 18.669288635253906 (17.523598262241908) | > loss_duration: 2.5454883575439453 (2.382509299686977) | > loss_1: 35.589744567871094 (31.45407622201102)  --> STEP: 8 | > loss_disc: 2.416975498199463 (2.358032375574112) | > loss_disc_real_0: 0.0882321149110794 (0.10000094212591648) | > loss_disc_real_1: 0.1594770848751068 (0.19762692786753178) | > loss_disc_real_2: 0.15162642300128937 (0.17475917655974627) | > loss_disc_real_3: 0.24410633742809296 (0.22756867669522762) | > loss_disc_real_4: 0.21454137563705444 (0.2502682786434889) | > loss_disc_real_5: 0.20807240903377533 (0.22130378149449825) | > loss_0: 2.416975498199463 (2.358032375574112) | > loss_gen: 2.086378574371338 (2.2499323189258575) | > loss_kl: 3.132044553756714 (3.2018150985240936) | > loss_feat: 8.599849700927734 (6.380008339881897) | > loss_mel: 18.43752670288086 (17.637839317321777) | > loss_duration: 2.292322874069214 (2.3712359964847565) | > loss_1: 34.548126220703125 (31.840832471847534)  --> STEP: 9 | > loss_disc: 2.3491029739379883 (2.357040219836765) | > loss_disc_real_0: 0.06919626891613007 (0.09657820065816243) | > loss_disc_real_1: 0.14054979383945465 (0.1912850240866343) | > loss_disc_real_2: 0.14276911318302155 (0.17120472507344353) | > loss_disc_real_3: 0.23616810142993927 (0.22852416833241782) | > loss_disc_real_4: 0.25411564111709595 (0.25069576336277855) | > loss_disc_real_5: 0.18351048231124878 (0.21710452602969277) | > loss_0: 2.3491029739379883 (2.357040219836765) | > loss_gen: 2.147329330444336 (2.238531986872355) | > loss_kl: 2.7775073051452637 (3.1546697881486683) | > loss_feat: 8.088963508605957 (6.569892247517903) | > loss_mel: 18.873031616210938 (17.77508290608724) | > loss_duration: 2.20534610748291 (2.3528037865956626) | > loss_1: 34.09217834472656 (32.090982013278534)  --> STEP: 10 | > loss_disc: 2.660175323486328 (2.3873537302017214) | > loss_disc_real_0: 0.09561482071876526 (0.09648186266422272) | > loss_disc_real_1: 0.2626846134662628 (0.19842498302459716) | > loss_disc_real_2: 0.21193626523017883 (0.17527787908911704) | > loss_disc_real_3: 0.2711508572101593 (0.23278683722019194) | > loss_disc_real_4: 0.3022902011871338 (0.2558552071452141) | > loss_disc_real_5: 0.30794936418533325 (0.2261890098452568) | > loss_0: 2.660175323486328 (2.3873537302017214) | > loss_gen: 2.2137608528137207 (2.236054873466492) | > loss_kl: 2.7462105751037598 (3.1138238668441773) | > loss_feat: 5.742255210876465 (6.48712854385376) | > loss_mel: 15.419315338134766 (17.53950614929199) | > loss_duration: 2.4069418907165527 (2.3582175970077515) | > loss_1: 28.528484344482422 (31.734732246398927)  --> STEP: 11 | > loss_disc: 2.330913782119751 (2.382222825830633) | > loss_disc_real_0: 0.0937095433473587 (0.0962298336354169) | > loss_disc_real_1: 0.18793192505836487 (0.1974710686640306) | > loss_disc_real_2: 0.1808982640504837 (0.175788823176514) | > loss_disc_real_3: 0.23196399211883545 (0.23271203312006863) | > loss_disc_real_4: 0.2378883808851242 (0.25422185930338775) | > loss_disc_real_5: 0.20057903230190277 (0.22386083006858826) | > loss_0: 2.330913782119751 (2.382222825830633) | > loss_gen: 2.214796304702759 (2.2341222763061523) | > loss_kl: 3.6393675804138184 (3.161600568077781) | > loss_feat: 6.06807279586792 (6.449032566764138) | > loss_mel: 16.77007293701172 (17.469557675448332) | > loss_duration: 2.5170886516571045 (2.372660420157693) | > loss_1: 31.209396362304688 (31.686974438753996)  --> STEP: 12 | > loss_disc: 2.410377025604248 (2.384569009145101) | > loss_disc_real_0: 0.08866353332996368 (0.09559930860996246) | > loss_disc_real_1: 0.20500150322914124 (0.19809860487778982) | > loss_disc_real_2: 0.14097075164318085 (0.17288731721540293) | > loss_disc_real_3: 0.24785171449184418 (0.23397367323438326) | > loss_disc_real_4: 0.230087548494339 (0.25221066673596704) | > loss_disc_real_5: 0.13594502210617065 (0.21653451273838678) | > loss_0: 2.410377025604248 (2.384569009145101) | > loss_gen: 1.9404093027114868 (2.2096461951732635) | > loss_kl: 3.236211061477661 (3.1678181091944375) | > loss_feat: 5.860376358032227 (6.399977882703145) | > loss_mel: 17.688690185546875 (17.487818717956543) | > loss_duration: 2.3087515830993652 (2.3673346837361655) | > loss_1: 31.034439086914062 (31.632596492767334)  --> STEP: 13 | > loss_disc: 2.1945817470550537 (2.3699546043689432) | > loss_disc_real_0: 0.11658530682325363 (0.09721361616483101) | > loss_disc_real_1: 0.20215429365634918 (0.198410580937679) | > loss_disc_real_2: 0.1521884799003601 (0.17129509896039963) | > loss_disc_real_3: 0.19810235500335693 (0.23121434106276587) | > loss_disc_real_4: 0.18289661407470703 (0.24687881653125474) | > loss_disc_real_5: 0.17558714747428894 (0.21338471541037926) | > loss_0: 2.1945817470550537 (2.3699546043689432) | > loss_gen: 2.3000571727752686 (2.2166008857580333) | > loss_kl: 3.3237366676330566 (3.1798118444589467) | > loss_feat: 8.027116775512695 (6.525142412919265) | > loss_mel: 16.3732852935791 (17.402085377619816) | > loss_duration: 2.295158863067627 (2.3617826975308933) | > loss_1: 32.31935501098633 (31.685424071091873)  --> STEP: 14 | > loss_disc: 2.3498408794403076 (2.368517909731184) | > loss_disc_real_0: 0.11463906615972519 (0.09845829116446632) | > loss_disc_real_1: 0.17899297177791595 (0.19702360885483877) | > loss_disc_real_2: 0.11250060796737671 (0.167095492460898) | > loss_disc_real_3: 0.14740446209907532 (0.22522792113678797) | > loss_disc_real_4: 0.23294489085674286 (0.24588353612593244) | > loss_disc_real_5: 0.22340025007724762 (0.214100110743727) | > loss_0: 2.3498408794403076 (2.368517909731184) | > loss_gen: 2.0190482139587402 (2.202489980629512) | > loss_kl: 3.310394287109375 (3.1891391617911204) | > loss_feat: 7.254542350769043 (6.577242408479963) | > loss_mel: 19.13995361328125 (17.526218823024205) | > loss_duration: 2.4405908584594727 (2.3674118518829346) | > loss_1: 34.16453170776367 (31.862503187997)  --> STEP: 15 | > loss_disc: 2.252277374267578 (2.3607685407002768) | > loss_disc_real_0: 0.1481962651014328 (0.10177415609359741) | > loss_disc_real_1: 0.19591468572616577 (0.1969496806462606) | > loss_disc_real_2: 0.18091587722301483 (0.1680168514450391) | > loss_disc_real_3: 0.20023949444293976 (0.22356202602386474) | > loss_disc_real_4: 0.2337399125099182 (0.24507396121819816) | > loss_disc_real_5: 0.21737688779830933 (0.21431856254736584) | > loss_0: 2.252277374267578 (2.3607685407002768) | > loss_gen: 2.3588457107543945 (2.2129136959711713) | > loss_kl: 3.1665191650390625 (3.1876311620076496) | > loss_feat: 7.4281110763549805 (6.633966986338297) | > loss_mel: 16.726661682128906 (17.472915013631184) | > loss_duration: 2.315702438354492 (2.363964557647705) | > loss_1: 31.995840072631836 (31.871392313639323)  --> STEP: 16 | > loss_disc: 2.3320038318634033 (2.358970746397972) | > loss_disc_real_0: 0.1453244537115097 (0.10449604969471693) | > loss_disc_real_1: 0.17438507080078125 (0.19553939253091812) | > loss_disc_real_2: 0.1478533297777176 (0.16675663134083152) | > loss_disc_real_3: 0.21373845636844635 (0.2229480529204011) | > loss_disc_real_4: 0.22790102660655975 (0.24400065280497077) | > loss_disc_real_5: 0.2058015763759613 (0.21378625091165304) | > loss_0: 2.3320038318634033 (2.358970746397972) | > loss_gen: 2.242650270462036 (2.21477223187685) | > loss_kl: 2.8524301052093506 (3.166681095957756) | > loss_feat: 6.718954086303711 (6.639278680086136) | > loss_mel: 15.390471458435059 (17.342762291431427) | > loss_duration: 2.3950276374816895 (2.365906000137329) | > loss_1: 29.59953498840332 (31.729401230812073)  --> STEP: 17 | > loss_disc: 2.693880558013916 (2.3786713235518513) | > loss_disc_real_0: 0.14445650577545166 (0.10684666475828956) | > loss_disc_real_1: 0.1969381719827652 (0.1956216736751444) | > loss_disc_real_2: 0.2446872442960739 (0.17134078504408107) | > loss_disc_real_3: 0.2253556102514267 (0.2230896739398732) | > loss_disc_real_4: 0.2967083156108856 (0.24710110355825984) | > loss_disc_real_5: 0.3356361389160156 (0.2209538913824979) | > loss_0: 2.693880558013916 (2.3786713235518513) | > loss_gen: 2.2015597820281982 (2.2139950289445767) | > loss_kl: 2.6701388359069824 (3.137472727719475) | > loss_feat: 6.091765880584717 (6.607072044821346) | > loss_mel: 15.814732551574707 (17.252878189086914) | > loss_duration: 2.535712957382202 (2.375894644681145) | > loss_1: 29.31390953063965 (31.587313483743106)  --> STEP: 18 | > loss_disc: 2.3779103755950928 (2.3786290486653647) | > loss_disc_real_0: 0.11184678971767426 (0.10712444947825538) | > loss_disc_real_1: 0.22290153801441193 (0.19713722169399261) | > loss_disc_real_2: 0.13728944957256317 (0.1694490441845523) | > loss_disc_real_3: 0.2263568788766861 (0.2232711853252517) | > loss_disc_real_4: 0.224683940410614 (0.24585570560561287) | > loss_disc_real_5: 0.17736302316188812 (0.21853217648135292) | > loss_0: 2.3779103755950928 (2.3786290486653647) | > loss_gen: 2.0651183128356934 (2.2057241002718606) | > loss_kl: 2.8740646839141846 (3.12283894750807) | > loss_feat: 6.937277793884277 (6.625416808658176) | > loss_mel: 15.556941986083984 (17.158659511142307) | > loss_duration: 2.2706708908081055 (2.3700488805770874) | > loss_1: 29.70407485961914 (31.48268911573622)  --> STEP: 19 | > loss_disc: 2.567866325378418 (2.3885889053344727) | > loss_disc_real_0: 0.20022568106651306 (0.11202451429869) | > loss_disc_real_1: 0.22206546366214752 (0.19844923442915866) | > loss_disc_real_2: 0.16487492620944977 (0.16920830113323113) | > loss_disc_real_3: 0.2638973295688629 (0.2254094034433365) | > loss_disc_real_4: 0.27829357981681824 (0.2475629621430447) | > loss_disc_real_5: 0.17400723695755005 (0.21618875861167908) | > loss_0: 2.567866325378418 (2.3885889053344727) | > loss_gen: 2.1009409427642822 (2.200209197245146) | > loss_kl: 2.2039389610290527 (3.074475790324964) | > loss_feat: 5.832226276397705 (6.583669938539204) | > loss_mel: 15.540764808654785 (17.073507158379805) | > loss_duration: 2.382580518722534 (2.370708440479479) | > loss_1: 28.06045150756836 (31.30257134688528)  --> STEP: 20 | > loss_disc: 2.3651816844940186 (2.38741854429245) | > loss_disc_real_0: 0.13666513562202454 (0.11325654536485671) | > loss_disc_real_1: 0.17115503549575806 (0.19708452448248864) | > loss_disc_real_2: 0.18528394401073456 (0.17001208327710632) | > loss_disc_real_3: 0.22263409197330475 (0.2252706378698349) | > loss_disc_real_4: 0.2835173010826111 (0.24936067909002305) | > loss_disc_real_5: 0.2644152343273163 (0.21860008239746093) | > loss_0: 2.3651816844940186 (2.38741854429245) | > loss_gen: 2.2918689250946045 (2.204792183637619) | > loss_kl: 2.285815715789795 (3.0350427865982055) | > loss_feat: 6.113548278808594 (6.560163855552673) | > loss_mel: 18.419145584106445 (17.14078907966614) | > loss_duration: 2.3182907104492188 (2.368087553977966) | > loss_1: 31.428668975830078 (31.30887622833252)  --> STEP: 21 | > loss_disc: 2.1532578468322754 (2.3762680348895846) | > loss_disc_real_0: 0.11474622040987015 (0.11332748227176212) | > loss_disc_real_1: 0.13136345148086548 (0.19395494957764944) | > loss_disc_real_2: 0.1871962547302246 (0.17083037715582625) | > loss_disc_real_3: 0.22477154433727264 (0.22524687151114145) | > loss_disc_real_4: 0.2235095202922821 (0.24812967152822585) | > loss_disc_real_5: 0.22367379069328308 (0.21884168755440486) | > loss_0: 2.1532578468322754 (2.3762680348895846) | > loss_gen: 2.330888271331787 (2.210796759242103) | > loss_kl: 2.4124975204467773 (3.005397773924328) | > loss_feat: 6.732412338256836 (6.568366164252872) | > loss_mel: 15.392627716064453 (17.05754330044701) | > loss_duration: 2.226445198059082 (2.361342679886591) | > loss_1: 29.094871520996094 (31.203447432745072)  --> STEP: 22 | > loss_disc: 2.3415870666503906 (2.3746916272423486) | > loss_disc_real_0: 0.04302379488945007 (0.11013186011802066) | > loss_disc_real_1: 0.1671162098646164 (0.19273500686342065) | > loss_disc_real_2: 0.16915003955364227 (0.1707539981739088) | > loss_disc_real_3: 0.1885717809200287 (0.22357982193881815) | > loss_disc_real_4: 0.24956542253494263 (0.24819493293762207) | > loss_disc_real_5: 0.1540616899728775 (0.21589714220978998) | > loss_0: 2.3415870666503906 (2.3746916272423486) | > loss_gen: 2.0461559295654297 (2.203313085165891) | > loss_kl: 2.5055088996887207 (2.982675552368164) | > loss_feat: 5.918483257293701 (6.538826032118364) | > loss_mel: 19.14813232421875 (17.152570074254815) | > loss_duration: 2.2560157775878906 (2.3565550934184682) | > loss_1: 31.874296188354492 (31.233940558000043)  --> STEP: 23 | > loss_disc: 2.279176950454712 (2.3705388152081035) | > loss_disc_real_0: 0.110350102186203 (0.11014134890359381) | > loss_disc_real_1: 0.18224914371967316 (0.19227909977021423) | > loss_disc_real_2: 0.17502014338970184 (0.17093948274850848) | > loss_disc_real_3: 0.21033699810504913 (0.22300404698952384) | > loss_disc_real_4: 0.2126246988773346 (0.2466484010219574) | > loss_disc_real_5: 0.20186485350131989 (0.21528704270072604) | > loss_0: 2.279176950454712 (2.3705388152081035) | > loss_gen: 2.1460976600646973 (2.200825457987578) | > loss_kl: 2.979802131652832 (2.982550621032715) | > loss_feat: 6.952646255493164 (6.556818215743355) | > loss_mel: 15.959539413452148 (17.100699175959047) | > loss_duration: 2.312699556350708 (2.3546483309372612) | > loss_1: 30.350784301757812 (31.195542459902555)  --> STEP: 24 | > loss_disc: 2.3924174308776855 (2.371450424194336) | > loss_disc_real_0: 0.1528669148683548 (0.11192158081879218) | > loss_disc_real_1: 0.197820782661438 (0.19251000322401524) | > loss_disc_real_2: 0.1978670209646225 (0.1720614635075132) | > loss_disc_real_3: 0.2149023562669754 (0.22266647654275099) | > loss_disc_real_4: 0.2478533685207367 (0.2466986080010732) | > loss_disc_real_5: 0.24890701472759247 (0.21668787486851215) | > loss_0: 2.3924174308776855 (2.371450424194336) | > loss_gen: 2.363312005996704 (2.2075957308212915) | > loss_kl: 2.2509138584136963 (2.952065755923589) | > loss_feat: 8.046863555908203 (6.618903438250224) | > loss_mel: 16.957712173461914 (17.094741384188335) | > loss_duration: 2.377786636352539 (2.355612426996231) | > loss_1: 31.9965877532959 (31.228919347127277)  --> STEP: 25 | > loss_disc: 2.3336400985717773 (2.3699380111694337) | > loss_disc_real_0: 0.04363958165049553 (0.10919030085206032) | > loss_disc_real_1: 0.24089157581329346 (0.19444526612758636) | > loss_disc_real_2: 0.16085878014564514 (0.1716133561730385) | > loss_disc_real_3: 0.23699775338172913 (0.2232397276163101) | > loss_disc_real_4: 0.17650626599788666 (0.24389091432094573) | > loss_disc_real_5: 0.1784469336271286 (0.21515823721885682) | > loss_0: 2.3336400985717773 (2.3699380111694337) | > loss_gen: 2.047107458114624 (2.201176199913025) | > loss_kl: 3.0970070362091064 (2.95786340713501) | > loss_feat: 6.637941360473633 (6.61966495513916) | > loss_mel: 15.954042434692383 (17.049113426208496) | > loss_duration: 2.3999850749969482 (2.3573873329162596) | > loss_1: 30.136083602905273 (31.1852059173584)  --> STEP: 26 | > loss_disc: 2.7906460762023926 (2.386119090593778) | > loss_disc_real_0: 0.20634104311466217 (0.11292686786216038) | > loss_disc_real_1: 0.2561950385570526 (0.19682025737487352) | > loss_disc_real_2: 0.12516696751117706 (0.16982695660912073) | > loss_disc_real_3: 0.15375787019729614 (0.22056734848480958) | > loss_disc_real_4: 0.28250569105148315 (0.24537609804135102) | > loss_disc_real_5: 0.3621149957180023 (0.22081042023805472) | > loss_0: 2.7906460762023926 (2.386119090593778) | > loss_gen: 2.184478759765625 (2.2005339906765866) | > loss_kl: 2.5765669345855713 (2.9431981581908007) | > loss_feat: 9.84864616394043 (6.743856540093055) | > loss_mel: 17.25221824645996 (17.056925150064323) | > loss_duration: 2.292482376098633 (2.354890988423274) | > loss_1: 34.15439224243164 (31.299405391399677) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024804151975191557 (+0.00014246427095853352) | > avg_loss_disc: 2.386119090593778 (-0.1795635223388672) | > avg_loss_disc_real_0: 0.11292686786216038 (-0.0404796352466712) | > avg_loss_disc_real_1: 0.19682025737487352 (+0.02549361982024631) | > avg_loss_disc_real_2: 0.16982695660912073 (-0.05192165048076558) | > avg_loss_disc_real_3: 0.22056734848480958 (-0.03725710167334628) | > avg_loss_disc_real_4: 0.24537609804135102 (+0.003089668659063488) | > avg_loss_disc_real_5: 0.22081042023805472 (-0.023723583955031158) | > avg_loss_0: 2.386119090593778 (-0.1795635223388672) | > avg_loss_gen: 2.2005339906765866 (-0.020453466818882493) | > avg_loss_kl: 2.9431981581908007 (-0.12220036066495465) | > avg_loss_feat: 6.743856540093055 (+0.1826815971961384) | > avg_loss_mel: 17.056925150064323 (-0.06154086039616402) | > avg_loss_duration: 2.354890988423274 (-0.004770985016455231) | > avg_loss_1: 31.299405391399677 (-0.026282970721904775)  > EPOCH: 721/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:04:47)   --> TIME: 2024-06-11 23:04:55 -- STEP: 19/330 -- GLOBAL_STEP: 325950 | > loss_disc: 2.3710405826568604 (2.3303197183107076) | > loss_disc_real_0: 0.13264712691307068 (0.10916425209296376) | > loss_disc_real_1: 0.1684592217206955 (0.19444556612717478) | > loss_disc_real_2: 0.1621394008398056 (0.20813997638852974) | > loss_disc_real_3: 0.19581598043441772 (0.2318103313446045) | > loss_disc_real_4: 0.234108567237854 (0.23282061281957125) | > loss_disc_real_5: 0.20473556220531464 (0.21890003194934443) | > loss_0: 2.3710405826568604 (2.3303197183107076) | > grad_norm_0: tensor(5.4962, device='cuda:0') (tensor(6.2477, device='cuda:0')) | > loss_gen: 2.4084408283233643 (2.5025472264540825) | > loss_kl: 1.734477162361145 (1.8729736993187351) | > loss_feat: 7.480445861816406 (6.9455045147946) | > loss_mel: 17.131555557250977 (17.621655715139287) | > loss_duration: 1.9372267723083496 (2.059673704599079) | > loss_1: 30.69214630126953 (31.002355073627673) | > grad_norm_1: tensor(46.7173, device='cuda:0') (tensor(64.5940, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.348 (0.3570035005870618) | > loader_time: 0.003 (0.0030368378287867494)  --> TIME: 2024-06-11 23:05:04 -- STEP: 44/330 -- GLOBAL_STEP: 325975 | > loss_disc: 2.368340253829956 (2.3461239554665307) | > loss_disc_real_0: 0.1408500075340271 (0.11348760195753792) | > loss_disc_real_1: 0.17732186615467072 (0.1943112052977085) | > loss_disc_real_2: 0.20533208549022675 (0.20886141502044417) | > loss_disc_real_3: 0.2436251938343048 (0.2299465692856095) | > loss_disc_real_4: 0.23744302988052368 (0.2314675636589527) | > loss_disc_real_5: 0.23807479441165924 (0.21924457224932584) | > loss_0: 2.368340253829956 (2.3461239554665307) | > grad_norm_0: tensor(15.7670, device='cuda:0') (tensor(9.0765, device='cuda:0')) | > loss_gen: 2.4375767707824707 (2.4932042739608073) | > loss_kl: 2.091309070587158 (1.926000944592736) | > loss_feat: 7.293776035308838 (6.958744157444347) | > loss_mel: 17.464962005615234 (17.470650716261424) | > loss_duration: 1.8978114128112793 (2.0092086168852714) | > loss_1: 31.185436248779297 (30.857809023423627) | > grad_norm_1: tensor(293.7890, device='cuda:0') (tensor(106.8536, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3531 (0.35671352256428107) | > loader_time: 0.0036 (0.0032197995619340377)  --> TIME: 2024-06-11 23:05:14 -- STEP: 69/330 -- GLOBAL_STEP: 326000 | > loss_disc: 2.354950428009033 (2.3452919324239105) | > loss_disc_real_0: 0.09186875820159912 (0.11110288887352184) | > loss_disc_real_1: 0.19649401307106018 (0.19357830415601315) | > loss_disc_real_2: 0.21866443753242493 (0.2092135367186173) | > loss_disc_real_3: 0.2278020679950714 (0.22995226711466693) | > loss_disc_real_4: 0.2281787097454071 (0.23161589494649915) | > loss_disc_real_5: 0.21554313600063324 (0.22132973243360934) | > loss_0: 2.354950428009033 (2.3452919324239105) | > grad_norm_0: tensor(13.9167, device='cuda:0') (tensor(9.4849, device='cuda:0')) | > loss_gen: 2.481470823287964 (2.4864949730859287) | > loss_kl: 2.1149158477783203 (1.955201028049856) | > loss_feat: 6.690163612365723 (6.975799754046012) | > loss_mel: 17.69898223876953 (17.4012897187385) | > loss_duration: 1.9105913639068604 (1.9961376794870345) | > loss_1: 30.8961238861084 (30.81492341083029) | > grad_norm_1: tensor(77.0098, device='cuda:0') (tensor(116.1301, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3873 (0.359201154847076) | > loader_time: 0.0039 (0.0033511113429415054) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_326000.pth  --> TIME: 2024-06-11 23:05:28 -- STEP: 94/330 -- GLOBAL_STEP: 326025 | > loss_disc: 2.401174545288086 (2.3479927169515737) | > loss_disc_real_0: 0.1506814807653427 (0.11173781403835784) | > loss_disc_real_1: 0.21896490454673767 (0.19497352806811638) | > loss_disc_real_2: 0.20230332016944885 (0.20936301572525756) | > loss_disc_real_3: 0.2390279471874237 (0.22998602656607933) | > loss_disc_real_4: 0.23800823092460632 (0.23146298987434266) | > loss_disc_real_5: 0.23862038552761078 (0.22157842396421634) | > loss_0: 2.401174545288086 (2.3479927169515737) | > grad_norm_0: tensor(10.4947, device='cuda:0') (tensor(8.8946, device='cuda:0')) | > loss_gen: 2.5080182552337646 (2.48256194845159) | > loss_kl: 1.8600658178329468 (1.95564041873242) | > loss_feat: 6.854804992675781 (6.988319716555007) | > loss_mel: 17.531375885009766 (17.394107747585217) | > loss_duration: 2.000847816467285 (1.9930374470162895) | > loss_1: 30.755111694335938 (30.813667398817994) | > grad_norm_1: tensor(72.8193, device='cuda:0') (tensor(104.3870, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3639 (0.3633256364375985) | > loader_time: 0.0042 (0.003501042406609718)  --> TIME: 2024-06-11 23:05:38 -- STEP: 119/330 -- GLOBAL_STEP: 326050 | > loss_disc: 2.280463457107544 (2.350153480257306) | > loss_disc_real_0: 0.09537247568368912 (0.11298758229788612) | > loss_disc_real_1: 0.18239611387252808 (0.19457544636826554) | > loss_disc_real_2: 0.1836630254983902 (0.2093594925744193) | > loss_disc_real_3: 0.224687397480011 (0.23006008941085399) | > loss_disc_real_4: 0.22432561218738556 (0.23158088426630036) | > loss_disc_real_5: 0.19690577685832977 (0.2205843783977653) | > loss_0: 2.280463457107544 (2.350153480257306) | > grad_norm_0: tensor(9.6054, device='cuda:0') (tensor(9.3139, device='cuda:0')) | > loss_gen: 2.4961280822753906 (2.4826978795668664) | > loss_kl: 2.2298903465270996 (1.9600406704830522) | > loss_feat: 7.4865546226501465 (6.999579313422451) | > loss_mel: 17.928756713867188 (17.381977570157087) | > loss_duration: 1.9842945337295532 (1.994535560367488) | > loss_1: 32.12562561035156 (30.818831051097195) | > grad_norm_1: tensor(113.3477, device='cuda:0') (tensor(111.9480, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3533 (0.36621838858147615) | > loader_time: 0.0042 (0.003640509453140387)  --> TIME: 2024-06-11 23:05:47 -- STEP: 144/330 -- GLOBAL_STEP: 326075 | > loss_disc: 2.3607566356658936 (2.3569402661588454) | > loss_disc_real_0: 0.13569651544094086 (0.11456505204033521) | > loss_disc_real_1: 0.17735718190670013 (0.19550301434679163) | > loss_disc_real_2: 0.1899738609790802 (0.2104039540928271) | > loss_disc_real_3: 0.24812853336334229 (0.23040635904504198) | > loss_disc_real_4: 0.21659481525421143 (0.23195162870817715) | > loss_disc_real_5: 0.19629345834255219 (0.2214952659689718) | > loss_0: 2.3607566356658936 (2.3569402661588454) | > grad_norm_0: tensor(15.1008, device='cuda:0') (tensor(9.4118, device='cuda:0')) | > loss_gen: 2.3770246505737305 (2.4777077684799833) | > loss_kl: 1.953573226928711 (1.967093908952342) | > loss_feat: 7.00625467300415 (6.9808369808726844) | > loss_mel: 17.291053771972656 (17.394692560036972) | > loss_duration: 2.0025625228881836 (2.0000887935360274) | > loss_1: 30.630470275878906 (30.820420053270126) | > grad_norm_1: tensor(202.4754, device='cuda:0') (tensor(112.5128, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3776 (0.3679900252156786) | > loader_time: 0.0041 (0.0038039651181962755)  --> TIME: 2024-06-11 23:05:57 -- STEP: 169/330 -- GLOBAL_STEP: 326100 | > loss_disc: 2.385550022125244 (2.3593062550358517) | > loss_disc_real_0: 0.0989140123128891 (0.11511408008590958) | > loss_disc_real_1: 0.19681338965892792 (0.19555494559587114) | > loss_disc_real_2: 0.24743597209453583 (0.21087448166672296) | > loss_disc_real_3: 0.2218303233385086 (0.23023028565934428) | > loss_disc_real_4: 0.22953827679157257 (0.23183234115324078) | > loss_disc_real_5: 0.24058374762535095 (0.2219612272180749) | > loss_0: 2.385550022125244 (2.3593062550358517) | > grad_norm_0: tensor(13.3360, device='cuda:0') (tensor(9.7343, device='cuda:0')) | > loss_gen: 2.46803879737854 (2.4731090238108435) | > loss_kl: 1.9997801780700684 (1.9782051433472945) | > loss_feat: 7.342325210571289 (6.99016674030462) | > loss_mel: 17.100868225097656 (17.38759769349408) | > loss_duration: 2.0546154975891113 (2.0056262185587688) | > loss_1: 30.965627670288086 (30.834704844909307) | > grad_norm_1: tensor(208.1014, device='cuda:0') (tensor(119.9854, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3894 (0.3704839472234601) | > loader_time: 0.0044 (0.003913701638667541)  --> TIME: 2024-06-11 23:06:07 -- STEP: 194/330 -- GLOBAL_STEP: 326125 | > loss_disc: 2.4055957794189453 (2.3635624917512095) | > loss_disc_real_0: 0.12684175372123718 (0.11632960708331816) | > loss_disc_real_1: 0.23584897816181183 (0.19594394553875194) | > loss_disc_real_2: 0.20384204387664795 (0.21133646683901855) | > loss_disc_real_3: 0.23163169622421265 (0.23045455771930443) | > loss_disc_real_4: 0.21810464560985565 (0.2321332306745126) | > loss_disc_real_5: 0.2511219382286072 (0.22223526861557028) | > loss_0: 2.4055957794189453 (2.3635624917512095) | > grad_norm_0: tensor(11.1403, device='cuda:0') (tensor(10.5876, device='cuda:0')) | > loss_gen: 2.3096773624420166 (2.470742209670469) | > loss_kl: 2.0183544158935547 (1.9843738595234979) | > loss_feat: 7.413814067840576 (6.994972858232321) | > loss_mel: 17.65484046936035 (17.352879027730395) | > loss_duration: 2.0500214099884033 (2.013014112551189) | > loss_1: 31.44670867919922 (30.815982081226466) | > grad_norm_1: tensor(208.3807, device='cuda:0') (tensor(133.6007, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.3842 (0.37330795317581017) | > loader_time: 0.0047 (0.0040313091474710044)  --> TIME: 2024-06-11 23:06:17 -- STEP: 219/330 -- GLOBAL_STEP: 326150 | > loss_disc: 2.3354673385620117 (2.3669682953455675) | > loss_disc_real_0: 0.08987903594970703 (0.1175128522256738) | > loss_disc_real_1: 0.2702157497406006 (0.19637734963469317) | > loss_disc_real_2: 0.20640157163143158 (0.2115069359677023) | > loss_disc_real_3: 0.2211756855249405 (0.23004139503931895) | > loss_disc_real_4: 0.21742279827594757 (0.23212843262441626) | > loss_disc_real_5: 0.213941290974617 (0.2223715785567619) | > loss_0: 2.3354673385620117 (2.3669682953455675) | > grad_norm_0: tensor(15.2875, device='cuda:0') (tensor(12.0773, device='cuda:0')) | > loss_gen: 2.6394402980804443 (2.4682572748018714) | > loss_kl: 2.224637031555176 (1.9887394366199023) | > loss_feat: 7.956777572631836 (6.97793143851572) | > loss_mel: 17.72410011291504 (17.315439942764893) | > loss_duration: 2.0897297859191895 (2.020871591350261) | > loss_1: 32.63468551635742 (30.771239703104378) | > grad_norm_1: tensor(431.0880, device='cuda:0') (tensor(151.1334, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.4197 (0.37637681068350737) | > loader_time: 0.0059 (0.004164737109179909)  --> TIME: 2024-06-11 23:06:28 -- STEP: 244/330 -- GLOBAL_STEP: 326175 | > loss_disc: 2.2342636585235596 (2.3663888085083884) | > loss_disc_real_0: 0.1102151870727539 (0.11837148348816105) | > loss_disc_real_1: 0.17688316106796265 (0.19645408247826535) | > loss_disc_real_2: 0.17753320932388306 (0.21101514866850415) | > loss_disc_real_3: 0.2414935678243637 (0.23027745194611005) | > loss_disc_real_4: 0.23030847311019897 (0.23225844309466784) | > loss_disc_real_5: 0.18344080448150635 (0.22191169998440585) | > loss_0: 2.2342636585235596 (2.3663888085083884) | > grad_norm_0: tensor(15.5412, device='cuda:0') (tensor(14.6435, device='cuda:0')) | > loss_gen: 2.6159515380859375 (2.47648787303049) | > loss_kl: 2.0148861408233643 (1.9939917726594893) | > loss_feat: 7.46046257019043 (6.9916338392945585) | > loss_mel: 17.43572425842285 (17.282914181224616) | > loss_duration: 2.0687098503112793 (2.0303246887003787) | > loss_1: 31.595733642578125 (30.775352360772306) | > grad_norm_1: tensor(447.2513, device='cuda:0') (tensor(179.9549, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.4318 (0.3815003848466717) | > loader_time: 0.0054 (0.004291099603058861)  --> TIME: 2024-06-11 23:06:39 -- STEP: 269/330 -- GLOBAL_STEP: 326200 | > loss_disc: 2.441791534423828 (2.3693852788010497) | > loss_disc_real_0: 0.1736682951450348 (0.11976139457917125) | > loss_disc_real_1: 0.2043692022562027 (0.19689027261556752) | > loss_disc_real_2: 0.18760758638381958 (0.2115757250431302) | > loss_disc_real_3: 0.23976853489875793 (0.23047008069031302) | > loss_disc_real_4: 0.23821553587913513 (0.2320491336978501) | > loss_disc_real_5: 0.2525520920753479 (0.22169499930174377) | > loss_0: 2.441791534423828 (2.3693852788010497) | > grad_norm_0: tensor(24.0587, device='cuda:0') (tensor(16.8646, device='cuda:0')) | > loss_gen: 2.6736671924591064 (2.480668929429745) | > loss_kl: 2.0380258560180664 (1.9980667364198479) | > loss_feat: 7.6303582191467285 (7.013074490217471) | > loss_mel: 17.40070343017578 (17.269740076313212) | > loss_duration: 2.1382856369018555 (2.0386149927585984) | > loss_1: 31.88104248046875 (30.8001652685683) | > grad_norm_1: tensor(116.0990, device='cuda:0') (tensor(203.0862, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.4442 (0.38646776082347317) | > loader_time: 0.0064 (0.004447367111546399)  --> TIME: 2024-06-11 23:06:51 -- STEP: 294/330 -- GLOBAL_STEP: 326225 | > loss_disc: 2.41780948638916 (2.369644350746051) | > loss_disc_real_0: 0.10693832486867905 (0.12099755834154531) | > loss_disc_real_1: 0.20647075772285461 (0.19763016528418284) | > loss_disc_real_2: 0.1944698691368103 (0.2115494464429058) | > loss_disc_real_3: 0.2610990107059479 (0.23048172703608363) | > loss_disc_real_4: 0.23881177604198456 (0.2310166198278771) | > loss_disc_real_5: 0.2049878090620041 (0.22071561313608065) | > loss_0: 2.41780948638916 (2.369644350746051) | > grad_norm_0: tensor(20.0686, device='cuda:0') (tensor(18.7548, device='cuda:0')) | > loss_gen: 2.3911337852478027 (2.4795797284768546) | > loss_kl: 1.9968434572219849 (2.0024424183125404) | > loss_feat: 7.354036331176758 (7.018817230146759) | > loss_mel: 17.412860870361328 (17.219187486739365) | > loss_duration: 2.2109289169311523 (2.0490384645202533) | > loss_1: 31.365802764892578 (30.769065383340227) | > grad_norm_1: tensor(180.2263, device='cuda:0') (tensor(226.7461, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.4574 (0.3922853915869784) | > loader_time: 0.0074 (0.00460533382130318)  --> TIME: 2024-06-11 23:07:04 -- STEP: 319/330 -- GLOBAL_STEP: 326250 | > loss_disc: 2.337514638900757 (2.3743290288321286) | > loss_disc_real_0: 0.12265753746032715 (0.12232309631232557) | > loss_disc_real_1: 0.20578455924987793 (0.1986433334858814) | > loss_disc_real_2: 0.23086294531822205 (0.21191627100156776) | > loss_disc_real_3: 0.23584868013858795 (0.23053662128583016) | > loss_disc_real_4: 0.248367577791214 (0.23174118402422783) | > loss_disc_real_5: 0.23075488209724426 (0.2214693776492415) | > loss_0: 2.337514638900757 (2.3743290288321286) | > grad_norm_0: tensor(52.3379, device='cuda:0') (tensor(19.6536, device='cuda:0')) | > loss_gen: 2.321024179458618 (2.4763681118764844) | > loss_kl: 2.1160240173339844 (2.008341828857469) | > loss_feat: 8.383027076721191 (7.032078923850224) | > loss_mel: 16.932771682739258 (17.180370462351803) | > loss_duration: 2.2501444816589355 (2.062983971030735) | > loss_1: 32.00299072265625 (30.76014333384164) | > grad_norm_1: tensor(433.2990, device='cuda:0') (tensor(239.6100, device='cuda:0')) | > current_lr_0: 0.00018276236064776024 | > current_lr_1: 0.00018276236064776024 | > step_time: 0.5517 (0.4019391589030203) | > loader_time: 0.0081 (0.0048403306440873576)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.498579978942871 (2.498579978942871) | > loss_disc_real_0: 0.207267627120018 (0.207267627120018) | > loss_disc_real_1: 0.2584552764892578 (0.2584552764892578) | > loss_disc_real_2: 0.2362295240163803 (0.2362295240163803) | > loss_disc_real_3: 0.2807275652885437 (0.2807275652885437) | > loss_disc_real_4: 0.31754809617996216 (0.31754809617996216) | > loss_disc_real_5: 0.25502777099609375 (0.25502777099609375) | > loss_0: 2.498579978942871 (2.498579978942871) | > loss_gen: 2.6261160373687744 (2.6261160373687744) | > loss_kl: 1.947152853012085 (1.947152853012085) | > loss_feat: 5.629197597503662 (5.629197597503662) | > loss_mel: 16.34998893737793 (16.34998893737793) | > loss_duration: 3.0450096130371094 (3.0450096130371094) | > loss_1: 29.597463607788086 (29.597463607788086)  --> STEP: 1 | > loss_disc: 2.371222496032715 (2.371222496032715) | > loss_disc_real_0: 0.08463241159915924 (0.08463241159915924) | > loss_disc_real_1: 0.15358875691890717 (0.15358875691890717) | > loss_disc_real_2: 0.17600582540035248 (0.17600582540035248) | > loss_disc_real_3: 0.21390566229820251 (0.21390566229820251) | > loss_disc_real_4: 0.2176065444946289 (0.2176065444946289) | > loss_disc_real_5: 0.2114943563938141 (0.2114943563938141) | > loss_0: 2.371222496032715 (2.371222496032715) | > loss_gen: 2.0458102226257324 (2.0458102226257324) | > loss_kl: 2.9208028316497803 (2.9208028316497803) | > loss_feat: 7.354135513305664 (7.354135513305664) | > loss_mel: 18.104276657104492 (18.104276657104492) | > loss_duration: 2.429750680923462 (2.429750680923462) | > loss_1: 32.85477828979492 (32.85477828979492)  --> STEP: 2 | > loss_disc: 2.206298828125 (2.2887606620788574) | > loss_disc_real_0: 0.0677231028676033 (0.07617775723338127) | > loss_disc_real_1: 0.17866584658622742 (0.1661273017525673) | > loss_disc_real_2: 0.21641743183135986 (0.19621162861585617) | > loss_disc_real_3: 0.21668928861618042 (0.21529747545719147) | > loss_disc_real_4: 0.21677787601947784 (0.21719221025705338) | > loss_disc_real_5: 0.17650197446346283 (0.19399816542863846) | > loss_0: 2.206298828125 (2.2887606620788574) | > loss_gen: 2.2750039100646973 (2.160407066345215) | > loss_kl: 2.796860933303833 (2.8588318824768066) | > loss_feat: 5.853339195251465 (6.6037373542785645) | > loss_mel: 18.602760314941406 (18.35351848602295) | > loss_duration: 2.56162428855896 (2.495687484741211) | > loss_1: 32.0895881652832 (32.47218322753906)  --> STEP: 3 | > loss_disc: 2.28369140625 (2.287070910135905) | > loss_disc_real_0: 0.06910811364650726 (0.07382120937108994) | > loss_disc_real_1: 0.12813258171081543 (0.15346239507198334) | > loss_disc_real_2: 0.18975158035755157 (0.1940582791964213) | > loss_disc_real_3: 0.21907886862754822 (0.2165579398473104) | > loss_disc_real_4: 0.2288500964641571 (0.22107817232608795) | > loss_disc_real_5: 0.2351847141981125 (0.20772701501846313) | > loss_0: 2.28369140625 (2.287070910135905) | > loss_gen: 2.145500659942627 (2.155438264211019) | > loss_kl: 3.9440524578094482 (3.220572074254354) | > loss_feat: 6.203729152679443 (6.470401287078857) | > loss_mel: 16.632946014404297 (17.77999432881673) | > loss_duration: 2.3384053707122803 (2.443260113398234) | > loss_1: 31.264633178710938 (32.06966654459635)  --> STEP: 4 | > loss_disc: 2.4386000633239746 (2.3249531984329224) | > loss_disc_real_0: 0.1957583874464035 (0.10430550388991833) | > loss_disc_real_1: 0.13976092636585236 (0.1500370278954506) | > loss_disc_real_2: 0.2336418777704239 (0.20395417883992195) | > loss_disc_real_3: 0.2927893102169037 (0.2356157824397087) | > loss_disc_real_4: 0.29422855377197266 (0.23936576768755913) | > loss_disc_real_5: 0.27199116349220276 (0.22379305213689804) | > loss_0: 2.4386000633239746 (2.3249531984329224) | > loss_gen: 2.642641544342041 (2.2772390842437744) | > loss_kl: 3.3773021697998047 (3.2597545981407166) | > loss_feat: 6.533507823944092 (6.486177921295166) | > loss_mel: 17.662900924682617 (17.750720977783203) | > loss_duration: 2.4139609336853027 (2.435935318470001) | > loss_1: 32.630313873291016 (32.20982837677002)  --> STEP: 5 | > loss_disc: 2.5881285667419434 (2.3775882720947266) | > loss_disc_real_0: 0.2259581834077835 (0.12863603979349136) | > loss_disc_real_1: 0.2173611968755722 (0.1635018616914749) | > loss_disc_real_2: 0.30340105295181274 (0.2238435536623001) | > loss_disc_real_3: 0.29928237199783325 (0.24834910035133362) | > loss_disc_real_4: 0.3091055750846863 (0.2533137291669846) | > loss_disc_real_5: 0.23695392906665802 (0.22642522752285005) | > loss_0: 2.5881285667419434 (2.3775882720947266) | > loss_gen: 2.4562454223632812 (2.313040351867676) | > loss_kl: 2.809102773666382 (3.1696242332458495) | > loss_feat: 4.51462459564209 (6.091867256164551) | > loss_mel: 17.74674415588379 (17.74992561340332) | > loss_duration: 2.292137622833252 (2.4071757793426514) | > loss_1: 29.81885528564453 (31.731633758544923)  --> STEP: 6 | > loss_disc: 2.515826940536499 (2.4006280501683555) | > loss_disc_real_0: 0.10749705135822296 (0.12511287505427995) | > loss_disc_real_1: 0.19239182770252228 (0.16831685602664948) | > loss_disc_real_2: 0.3314859867095947 (0.24178395917018256) | > loss_disc_real_3: 0.2924670875072479 (0.25570209821065265) | > loss_disc_real_4: 0.2814588248729706 (0.2580045784513156) | > loss_disc_real_5: 0.26487937569618225 (0.2328342522184054) | > loss_0: 2.515826940536499 (2.4006280501683555) | > loss_gen: 2.5426909923553467 (2.351315458615621) | > loss_kl: 3.451188087463379 (3.2165515422821045) | > loss_feat: 5.009934425354004 (5.911545117696126) | > loss_mel: 17.883975982666016 (17.77226734161377) | > loss_duration: 2.148002862930298 (2.363980293273926) | > loss_1: 31.035791397094727 (31.615660031636555)  --> STEP: 7 | > loss_disc: 2.625070095062256 (2.4326911994389127) | > loss_disc_real_0: 0.16892379522323608 (0.1313715779355594) | > loss_disc_real_1: 0.19855168461799622 (0.17263611725398473) | > loss_disc_real_2: 0.1735980212688446 (0.23204311089856283) | > loss_disc_real_3: 0.3057902157306671 (0.2628575435706547) | > loss_disc_real_4: 0.2851915657520294 (0.261888433779989) | > loss_disc_real_5: 0.2673291265964508 (0.23776209141526902) | > loss_0: 2.625070095062256 (2.4326911994389127) | > loss_gen: 2.1091504096984863 (2.3167204516274587) | > loss_kl: 4.490194797515869 (3.3985005787440707) | > loss_feat: 4.137237548828125 (5.65807260785784) | > loss_mel: 16.64212989807129 (17.610819135393417) | > loss_duration: 2.5861706733703613 (2.3957217761448453) | > loss_1: 29.964881896972656 (31.379834583827428)  --> STEP: 8 | > loss_disc: 2.4395172595977783 (2.4335444569587708) | > loss_disc_real_0: 0.25189700722694397 (0.14643725659698248) | > loss_disc_real_1: 0.17520584166049957 (0.17295733280479908) | > loss_disc_real_2: 0.23641641438007355 (0.23258977383375168) | > loss_disc_real_3: 0.24210667610168457 (0.26026368513703346) | > loss_disc_real_4: 0.2495737373828888 (0.26034909673035145) | > loss_disc_real_5: 0.29783573746681213 (0.24527129717171192) | > loss_0: 2.4395172595977783 (2.4335444569587708) | > loss_gen: 2.5324389934539795 (2.343685269355774) | > loss_kl: 2.9677913188934326 (3.344661921262741) | > loss_feat: 6.663890838623047 (5.783799886703491) | > loss_mel: 16.247129440307617 (17.44035792350769) | > loss_duration: 2.254167079925537 (2.3780274391174316) | > loss_1: 30.665416717529297 (31.29053235054016)  --> STEP: 9 | > loss_disc: 2.4423911571502686 (2.434527423646715) | > loss_disc_real_0: 0.14263124763965607 (0.1460143667128351) | > loss_disc_real_1: 0.1395166963338852 (0.16924170653025308) | > loss_disc_real_2: 0.20770788192749023 (0.2298251191775004) | > loss_disc_real_3: 0.2915678322315216 (0.2637419237030877) | > loss_disc_real_4: 0.25761377811431885 (0.26004517243968117) | > loss_disc_real_5: 0.23729465901851654 (0.2443850040435791) | > loss_0: 2.4423911571502686 (2.434527423646715) | > loss_gen: 2.417133331298828 (2.3518461651272244) | > loss_kl: 2.570164918899536 (3.2586066987779407) | > loss_feat: 6.227270603179932 (5.833074410756429) | > loss_mel: 18.053726196289062 (17.50850995381673) | > loss_duration: 2.1813149452209473 (2.3561704953511557) | > loss_1: 31.449609756469727 (31.30820761786567)  --> STEP: 10 | > loss_disc: 2.660072088241577 (2.4570818901062013) | > loss_disc_real_0: 0.15273334085941315 (0.14668626412749292) | > loss_disc_real_1: 0.2440209537744522 (0.176719631254673) | > loss_disc_real_2: 0.29146215319633484 (0.23598882257938386) | > loss_disc_real_3: 0.2500685751438141 (0.26237458884716036) | > loss_disc_real_4: 0.2932801842689514 (0.2633686736226082) | > loss_disc_real_5: 0.2951606214046478 (0.24946256577968598) | > loss_0: 2.660072088241577 (2.4570818901062013) | > loss_gen: 2.3110084533691406 (2.347762393951416) | > loss_kl: 2.877788543701172 (3.2205248832702638) | > loss_feat: 4.10923957824707 (5.6606909275054935) | > loss_mel: 17.89179229736328 (17.546838188171385) | > loss_duration: 2.4178950786590576 (2.362342953681946) | > loss_1: 29.607723236083984 (31.1381591796875)  --> STEP: 11 | > loss_disc: 2.60921311378479 (2.4709120013497095) | > loss_disc_real_0: 0.16373229026794434 (0.14823590286753394) | > loss_disc_real_1: 0.21707963943481445 (0.18038872290741315) | > loss_disc_real_2: 0.19727295637130737 (0.23246919837864963) | > loss_disc_real_3: 0.24849596619606018 (0.2611128958788785) | > loss_disc_real_4: 0.2826789915561676 (0.2651241570711136) | > loss_disc_real_5: 0.2944115400314331 (0.25354883616620844) | > loss_0: 2.60921311378479 (2.4709120013497095) | > loss_gen: 2.1662116050720215 (2.331257776780562) | > loss_kl: 3.386953592300415 (3.235654765909368) | > loss_feat: 4.268588066101074 (5.534136121923273) | > loss_mel: 14.997974395751953 (17.315123297951438) | > loss_duration: 2.5934102535247803 (2.383349071849476) | > loss_1: 27.413137435913086 (30.79952083934437)  --> STEP: 12 | > loss_disc: 2.5093255043029785 (2.474113126595815) | > loss_disc_real_0: 0.11843054741621017 (0.1457521232465903) | > loss_disc_real_1: 0.130356103181839 (0.17621933793028197) | > loss_disc_real_2: 0.2070522904396057 (0.23035112271706262) | > loss_disc_real_3: 0.27186673879623413 (0.26200904945532477) | > loss_disc_real_4: 0.2309766709804535 (0.26227853323022526) | > loss_disc_real_5: 0.2069576531648636 (0.24966623758276305) | > loss_0: 2.5093255043029785 (2.474113126595815) | > loss_gen: 2.038762331008911 (2.306883156299591) | > loss_kl: 3.3612277507781982 (3.246119181315104) | > loss_feat: 6.875953674316406 (5.645954251289368) | > loss_mel: 17.819849014282227 (17.357183774312336) | > loss_duration: 2.2732725143432617 (2.374176025390625) | > loss_1: 32.36906433105469 (30.930316130320232)  --> STEP: 13 | > loss_disc: 2.7231810092926025 (2.493272194495568) | > loss_disc_real_0: 0.1682835966348648 (0.1474853135072268) | > loss_disc_real_1: 0.2111932784318924 (0.17890964104579046) | > loss_disc_real_2: 0.23180831968784332 (0.23046321479173806) | > loss_disc_real_3: 0.3096727430820465 (0.26567548742661107) | > loss_disc_real_4: 0.28150486946105957 (0.26375748217105865) | > loss_disc_real_5: 0.2601430416107178 (0.2504721455849134) | > loss_0: 2.7231810092926025 (2.493272194495568) | > loss_gen: 2.129373788833618 (2.2932285895714393) | > loss_kl: 3.6514840126037598 (3.2773010914142313) | > loss_feat: 5.72391939163208 (5.651951569777268) | > loss_mel: 16.19664764404297 (17.26791176429162) | > loss_duration: 2.2109832763671875 (2.3616227370042067) | > loss_1: 29.91240882873535 (30.852015568659855)  --> STEP: 14 | > loss_disc: 2.553062677383423 (2.4975429432732716) | > loss_disc_real_0: 0.17937548458576202 (0.1497631828699793) | > loss_disc_real_1: 0.16956090927124023 (0.17824187449046544) | > loss_disc_real_2: 0.21608833968639374 (0.2294364379984992) | > loss_disc_real_3: 0.2895341217517853 (0.26737967559269493) | > loss_disc_real_4: 0.3082112669944763 (0.2669327525155885) | > loss_disc_real_5: 0.3468642830848694 (0.25735729826348164) | > loss_0: 2.553062677383423 (2.4975429432732716) | > loss_gen: 2.4593114852905273 (2.3050916535513744) | > loss_kl: 3.8249013423919678 (3.316415395055498) | > loss_feat: 5.83397102355957 (5.664952959333148) | > loss_mel: 19.102632522583008 (17.398963247026717) | > loss_duration: 2.3947479724884033 (2.363988825253078) | > loss_1: 33.61556625366211 (31.04941204616002)  --> STEP: 15 | > loss_disc: 2.4340250492095947 (2.49330841700236) | > loss_disc_real_0: 0.21440044045448303 (0.1540723333756129) | > loss_disc_real_1: 0.18169179558753967 (0.1784718692302704) | > loss_disc_real_2: 0.20587287843227386 (0.2278655340274175) | > loss_disc_real_3: 0.23456141352653503 (0.2651917914549509) | > loss_disc_real_4: 0.2330593317747116 (0.2646745244661967) | > loss_disc_real_5: 0.2683348059654236 (0.25808913211027773) | > loss_0: 2.4340250492095947 (2.49330841700236) | > loss_gen: 2.5859553813934326 (2.323815902074178) | > loss_kl: 3.141178607940674 (3.3047329425811767) | > loss_feat: 8.655536651611328 (5.864325205485026) | > loss_mel: 17.860931396484375 (17.429761123657226) | > loss_duration: 2.3943512439727783 (2.3660129865010577) | > loss_1: 34.63795471191406 (31.288648223876955)  --> STEP: 16 | > loss_disc: 2.6072006225585938 (2.5004266798496246) | > loss_disc_real_0: 0.1627160608768463 (0.15461256634443998) | > loss_disc_real_1: 0.22408825159072876 (0.18132289312779903) | > loss_disc_real_2: 0.21123382449150085 (0.2268260521814227) | > loss_disc_real_3: 0.24722780287265778 (0.2640690421685576) | > loss_disc_real_4: 0.26442399621009827 (0.26465886645019054) | > loss_disc_real_5: 0.23300623893737793 (0.25652145128697146) | > loss_0: 2.6072006225585938 (2.5004266798496246) | > loss_gen: 2.089891195297241 (2.3091956079006195) | > loss_kl: 2.827967882156372 (3.2749351263046265) | > loss_feat: 6.407054901123047 (5.898245811462402) | > loss_mel: 15.763405799865723 (17.325613915920258) | > loss_duration: 2.437056303024292 (2.37045319378376) | > loss_1: 29.525375366210938 (31.178443670272827)  --> STEP: 17 | > loss_disc: 2.566486358642578 (2.5043125433080338) | > loss_disc_real_0: 0.1752077341079712 (0.15582404680111828) | > loss_disc_real_1: 0.21285414695739746 (0.18317767276483424) | > loss_disc_real_2: 0.28586283326148987 (0.23029880400966196) | > loss_disc_real_3: 0.3014914095401764 (0.2662703578962999) | > loss_disc_real_4: 0.28887179493904114 (0.2660831563612994) | > loss_disc_real_5: 0.2708102762699127 (0.2573619704036151) | > loss_0: 2.566486358642578 (2.5043125433080338) | > loss_gen: 2.4792540073394775 (2.3191990431617286) | > loss_kl: 2.3546371459960938 (3.22079995099236) | > loss_feat: 5.7503252029418945 (5.8895445991964905) | > loss_mel: 16.1325626373291 (17.25543442894431) | > loss_duration: 2.4879913330078125 (2.37736720197341) | > loss_1: 29.204771041870117 (31.062345280366785)  --> STEP: 18 | > loss_disc: 2.484004497528076 (2.5031843185424805) | > loss_disc_real_0: 0.13980518281459808 (0.1549341099129783) | > loss_disc_real_1: 0.17341506481170654 (0.18263530565632713) | > loss_disc_real_2: 0.22264178097248077 (0.22987341384092966) | > loss_disc_real_3: 0.23195180296897888 (0.2643637715114487) | > loss_disc_real_4: 0.217514768242836 (0.2633849125769403) | > loss_disc_real_5: 0.20456360280513763 (0.2544287277592552) | > loss_0: 2.484004497528076 (2.5031843185424805) | > loss_gen: 2.1398723125457764 (2.309236447016398) | > loss_kl: 2.949399948120117 (3.205722173055013) | > loss_feat: 6.672636032104492 (5.93304967880249) | > loss_mel: 15.052992820739746 (17.13307656182183) | > loss_duration: 2.2543320655822754 (2.370531916618347) | > loss_1: 29.069232940673828 (30.95161681705051)  --> STEP: 19 | > loss_disc: 2.562664747238159 (2.5063148674212004) | > loss_disc_real_0: 0.18724599480628967 (0.15663473543367887) | > loss_disc_real_1: 0.1740070879459381 (0.1821811889347277) | > loss_disc_real_2: 0.18954485654830933 (0.22775085819394966) | > loss_disc_real_3: 0.21870321035385132 (0.2619605840821015) | > loss_disc_real_4: 0.24898815155029297 (0.2626271883123799) | > loss_disc_real_5: 0.21776285767555237 (0.25249894512327087) | > loss_0: 2.562664747238159 (2.5063148674212004) | > loss_gen: 2.0492725372314453 (2.2955541359750846) | > loss_kl: 2.1765568256378174 (3.151555575822529) | > loss_feat: 5.798764228820801 (5.925982023540296) | > loss_mel: 14.212684631347656 (16.979371723375824) | > loss_duration: 2.356292963027954 (2.3697824980083264) | > loss_1: 26.593570709228516 (30.722245969270404)  --> STEP: 20 | > loss_disc: 2.6464645862579346 (2.513322353363037) | > loss_disc_real_0: 0.17291159927845 (0.15744857862591743) | > loss_disc_real_1: 0.1898074895143509 (0.18256250396370885) | > loss_disc_real_2: 0.2891640365123749 (0.23082151710987092) | > loss_disc_real_3: 0.2349320650100708 (0.26060915812849994) | > loss_disc_real_4: 0.2563168704509735 (0.2623116724193096) | > loss_disc_real_5: 0.18932582437992096 (0.24934028908610334) | > loss_0: 2.6464645862579346 (2.513322353363037) | > loss_gen: 2.2388622760772705 (2.292719542980194) | > loss_kl: 2.298062324523926 (3.108880913257599) | > loss_feat: 5.822203159332275 (5.920793080329895) | > loss_mel: 18.835216522216797 (17.07216396331787) | > loss_duration: 2.277364730834961 (2.3651616096496584) | > loss_1: 31.471710205078125 (30.75971918106079)  --> STEP: 21 | > loss_disc: 2.187912940979004 (2.4978266670590354) | > loss_disc_real_0: 0.0908600389957428 (0.1542776957863853) | > loss_disc_real_1: 0.12665840983390808 (0.17990040424324216) | > loss_disc_real_2: 0.195029154419899 (0.2291171188865389) | > loss_disc_real_3: 0.24747925996780396 (0.2599839248827525) | > loss_disc_real_4: 0.22301504015922546 (0.26044040421644843) | > loss_disc_real_5: 0.14793112874031067 (0.24451128145058942) | > loss_0: 2.187912940979004 (2.4978266670590354) | > loss_gen: 2.4284353256225586 (2.299182199296497) | > loss_kl: 2.5081565380096436 (3.080274990626744) | > loss_feat: 6.27871036529541 (5.9378367605663485) | > loss_mel: 14.776126861572266 (16.962828863234748) | > loss_duration: 2.2078588008880615 (2.35767099970863) | > loss_1: 28.19928741455078 (30.637793858846027)  --> STEP: 22 | > loss_disc: 2.479055881500244 (2.4969734495336358) | > loss_disc_real_0: 0.11486378312110901 (0.15248615430160004) | > loss_disc_real_1: 0.21213550865650177 (0.1813656362620267) | > loss_disc_real_2: 0.294766902923584 (0.23210119997913187) | > loss_disc_real_3: 0.3190734386444092 (0.26266981187191873) | > loss_disc_real_4: 0.26456525921821594 (0.26062789762561966) | > loss_disc_real_5: 0.2716314196586609 (0.24574401500550175) | > loss_0: 2.479055881500244 (2.4969734495336358) | > loss_gen: 2.6295578479766846 (2.314199274236506) | > loss_kl: 2.6719610691070557 (3.0617152669213037) | > loss_feat: 6.77581262588501 (5.975926572626287) | > loss_mel: 17.170169830322266 (16.972253452647816) | > loss_duration: 2.1866812705993652 (2.3498987392945723) | > loss_1: 31.43418312072754 (30.673993370749734)  --> STEP: 23 | > loss_disc: 2.3904032707214355 (2.4923399634983228) | > loss_disc_real_0: 0.20747476816177368 (0.15487696359986847) | > loss_disc_real_1: 0.17491821944713593 (0.18108531379181406) | > loss_disc_real_2: 0.20795072615146637 (0.23105117937792902) | > loss_disc_real_3: 0.2580193877220154 (0.2624676195175751) | > loss_disc_real_4: 0.25671106576919556 (0.26045760058838385) | > loss_disc_real_5: 0.2581063210964203 (0.24628150657467213) | > loss_0: 2.3904032707214355 (2.4923399634983228) | > loss_gen: 2.548800468444824 (2.3243993261586064) | > loss_kl: 2.75673770904541 (3.0484553731006123) | > loss_feat: 7.072173118591309 (6.023589465929114) | > loss_mel: 17.48456573486328 (16.994527899700664) | > loss_duration: 2.30415415763855 (2.3479098444399624) | > loss_1: 32.16643142700195 (30.738881981891133)  --> STEP: 24 | > loss_disc: 2.4254701137542725 (2.4895537197589874) | > loss_disc_real_0: 0.18636994063854218 (0.15618917097647986) | > loss_disc_real_1: 0.1331414133310318 (0.1790876512726148) | > loss_disc_real_2: 0.2896561324596405 (0.23349305242300034) | > loss_disc_real_3: 0.33337530493736267 (0.2654221064100662) | > loss_disc_real_4: 0.29302918910980225 (0.26181475011010963) | > loss_disc_real_5: 0.2190273553133011 (0.24514591693878166) | > loss_0: 2.4254701137542725 (2.4895537197589874) | > loss_gen: 2.669827699661255 (2.33879217505455) | > loss_kl: 2.0849721431732178 (3.008310238520304) | > loss_feat: 6.1312384605407715 (6.0280748407046) | > loss_mel: 17.01305389404297 (16.995299816131595) | > loss_duration: 2.4080324172973633 (2.350414951642354) | > loss_1: 30.307125091552734 (30.72089211146037)  --> STEP: 25 | > loss_disc: 2.819333553314209 (2.5027449131011963) | > loss_disc_real_0: 0.23595422506332397 (0.1593797731399536) | > loss_disc_real_1: 0.18333779275417328 (0.17925765693187715) | > loss_disc_real_2: 0.23770606517791748 (0.23366157293319703) | > loss_disc_real_3: 0.24274621903896332 (0.2645150709152221) | > loss_disc_real_4: 0.2643093466758728 (0.26191453397274017) | > loss_disc_real_5: 0.26881566643714905 (0.24609270691871635) | > loss_0: 2.819333553314209 (2.5027449131011963) | > loss_gen: 1.9284541606903076 (2.3223786544799805) | > loss_kl: 3.212050676345825 (3.0164598560333253) | > loss_feat: 5.428745746612549 (6.004101676940918) | > loss_mel: 14.195261001586914 (16.883298263549808) | > loss_duration: 2.416153907775879 (2.353044509887695) | > loss_1: 27.1806640625 (30.57928298950195)  --> STEP: 26 | > loss_disc: 2.4077978134155273 (2.4990931015748243) | > loss_disc_real_0: 0.161172553896904 (0.15944872624599016) | > loss_disc_real_1: 0.12763240933418274 (0.17727207048581198) | > loss_disc_real_2: 0.19484801590442657 (0.23216874381670585) | > loss_disc_real_3: 0.1894567310810089 (0.2616282116908293) | > loss_disc_real_4: 0.12037522345781326 (0.2564707143375507) | > loss_disc_real_5: 0.13782957196235657 (0.2419287401896256) | > loss_0: 2.4077978134155273 (2.4990931015748243) | > loss_gen: 2.381204843521118 (2.324641200212332) | > loss_kl: 2.7630248069763184 (3.0067123541465173) | > loss_feat: 13.555145263671875 (6.294526430276724) | > loss_mel: 20.589662551879883 (17.025850736177887) | > loss_duration: 2.272522449493408 (2.3499475075648375) | > loss_1: 41.561561584472656 (31.00167832007775) --> EVAL PERFORMANCE | > avg_loader_time: 0.002546392954312838 (+6.597775679368246e-05) | > avg_loss_disc: 2.4990931015748243 (+0.1129740109810462) | > avg_loss_disc_real_0: 0.15944872624599016 (+0.04652185838382977) | > avg_loss_disc_real_1: 0.17727207048581198 (-0.019548186889061542) | > avg_loss_disc_real_2: 0.23216874381670585 (+0.062341787207585125) | > avg_loss_disc_real_3: 0.2616282116908293 (+0.041060863206019704) | > avg_loss_disc_real_4: 0.2564707143375507 (+0.011094616296199677) | > avg_loss_disc_real_5: 0.2419287401896256 (+0.021118319951570874) | > avg_loss_0: 2.4990931015748243 (+0.1129740109810462) | > avg_loss_gen: 2.324641200212332 (+0.12410720953574517) | > avg_loss_kl: 3.0067123541465173 (+0.06351419595571661) | > avg_loss_feat: 6.294526430276724 (-0.4493301098163309) | > avg_loss_mel: 17.025850736177887 (-0.031074413886436503) | > avg_loss_duration: 2.3499475075648375 (-0.004943480858436544) | > avg_loss_1: 31.00167832007775 (-0.2977270713219262)  > EPOCH: 722/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:07:30)   --> TIME: 2024-06-11 23:07:37 -- STEP: 14/330 -- GLOBAL_STEP: 326275 | > loss_disc: 2.244112253189087 (2.37263458115714) | > loss_disc_real_0: 0.11272664368152618 (0.10706847959331103) | > loss_disc_real_1: 0.2326035350561142 (0.20209320102419173) | > loss_disc_real_2: 0.18366940319538116 (0.21501617772238596) | > loss_disc_real_3: 0.2083386778831482 (0.22156357233013427) | > loss_disc_real_4: 0.22637592256069183 (0.23466349925313676) | > loss_disc_real_5: 0.19748413562774658 (0.2231259143778256) | > loss_0: 2.244112253189087 (2.37263458115714) | > grad_norm_0: tensor(12.7186, device='cuda:0') (tensor(8.4714, device='cuda:0')) | > loss_gen: 2.668480396270752 (2.447024703025818) | > loss_kl: 1.793769121170044 (1.9104076198169164) | > loss_feat: 7.269207000732422 (6.881090402603149) | > loss_mel: 16.679624557495117 (17.858324050903324) | > loss_duration: 2.004514694213867 (2.065411150455475) | > loss_1: 30.41559410095215 (31.162257739475795) | > grad_norm_1: tensor(76.8681, device='cuda:0') (tensor(82.9960, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3731 (0.37585532665252686) | > loader_time: 0.0028 (0.0032642909458705355)  --> TIME: 2024-06-11 23:07:46 -- STEP: 39/330 -- GLOBAL_STEP: 326300 | > loss_disc: 2.4512600898742676 (2.3457455390538926) | > loss_disc_real_0: 0.1290988028049469 (0.10948717154753514) | > loss_disc_real_1: 0.17888107895851135 (0.19916748924133107) | > loss_disc_real_2: 0.22002434730529785 (0.21207791643264967) | > loss_disc_real_3: 0.2194204479455948 (0.22264534999162722) | > loss_disc_real_4: 0.23713983595371246 (0.23086875677108765) | > loss_disc_real_5: 0.24486440420150757 (0.22206766253862625) | > loss_0: 2.4512600898742676 (2.3457455390538926) | > grad_norm_0: tensor(13.5554, device='cuda:0') (tensor(9.8824, device='cuda:0')) | > loss_gen: 2.4465394020080566 (2.484677406457754) | > loss_kl: 1.9285093545913696 (1.9291136173101573) | > loss_feat: 7.424990177154541 (6.956883687239427) | > loss_mel: 17.449420928955078 (17.553424346141327) | > loss_duration: 1.9962797164916992 (2.011049120854109) | > loss_1: 31.245738983154297 (30.935148043510242) | > grad_norm_1: tensor(63.3829, device='cuda:0') (tensor(86.6846, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3783 (0.3661531546177008) | > loader_time: 0.0035 (0.003365302697206155)  --> TIME: 2024-06-11 23:07:55 -- STEP: 64/330 -- GLOBAL_STEP: 326325 | > loss_disc: 2.3788301944732666 (2.3673934824764724) | > loss_disc_real_0: 0.1309487670660019 (0.11082280485425144) | > loss_disc_real_1: 0.16550910472869873 (0.19917407212778926) | > loss_disc_real_2: 0.1858808398246765 (0.2119206334464252) | > loss_disc_real_3: 0.2163783609867096 (0.22827391722239554) | > loss_disc_real_4: 0.21458475291728973 (0.23310375097207725) | > loss_disc_real_5: 0.17926952242851257 (0.22317917784675956) | > loss_0: 2.3788301944732666 (2.3673934824764724) | > grad_norm_0: tensor(8.3293, device='cuda:0') (tensor(11.0076, device='cuda:0')) | > loss_gen: 2.231677293777466 (2.4710350893437862) | > loss_kl: 2.0555951595306396 (1.959727630019188) | > loss_feat: 7.392535209655762 (6.9520237147808075) | > loss_mel: 17.803361892700195 (17.500979810953144) | > loss_duration: 1.9884456396102905 (1.9961714334785943) | > loss_1: 31.471614837646484 (30.879937559366226) | > grad_norm_1: tensor(121.3569, device='cuda:0') (tensor(110.1647, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3707 (0.3664013557136059) | > loader_time: 0.0042 (0.003451913595199585)  --> TIME: 2024-06-11 23:08:05 -- STEP: 89/330 -- GLOBAL_STEP: 326350 | > loss_disc: 2.385638475418091 (2.3649407317129407) | > loss_disc_real_0: 0.08145647495985031 (0.11154407639516874) | > loss_disc_real_1: 0.1931040734052658 (0.19855729381689866) | > loss_disc_real_2: 0.20566563308238983 (0.21099727073412264) | > loss_disc_real_3: 0.21441438794136047 (0.22847830328378785) | > loss_disc_real_4: 0.20134314894676208 (0.23395564566167554) | > loss_disc_real_5: 0.21746617555618286 (0.22342144287704083) | > loss_0: 2.385638475418091 (2.3649407317129407) | > grad_norm_0: tensor(14.5280, device='cuda:0') (tensor(10.5352, device='cuda:0')) | > loss_gen: 2.2219491004943848 (2.465786443667466) | > loss_kl: 1.8542424440383911 (1.9689429542991552) | > loss_feat: 7.218273162841797 (6.918379103199819) | > loss_mel: 17.077800750732422 (17.41962529300304) | > loss_duration: 2.0070269107818604 (1.9913987966066) | > loss_1: 30.379291534423828 (30.764132574702916) | > grad_norm_1: tensor(226.6016, device='cuda:0') (tensor(112.3796, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3522 (0.36690451589862955) | > loader_time: 0.0037 (0.0035392648718330297)  --> TIME: 2024-06-11 23:08:14 -- STEP: 114/330 -- GLOBAL_STEP: 326375 | > loss_disc: 2.4550559520721436 (2.360715516826562) | > loss_disc_real_0: 0.10947130620479584 (0.11203779685392715) | > loss_disc_real_1: 0.18475304543972015 (0.19741909493479812) | > loss_disc_real_2: 0.20107987523078918 (0.2106656297518496) | > loss_disc_real_3: 0.2172083556652069 (0.2287427916338569) | > loss_disc_real_4: 0.22342140972614288 (0.2327244703968366) | > loss_disc_real_5: 0.2374797761440277 (0.2233518725424482) | > loss_0: 2.4550559520721436 (2.360715516826562) | > grad_norm_0: tensor(5.6555, device='cuda:0') (tensor(10.2837, device='cuda:0')) | > loss_gen: 2.341862201690674 (2.4726875685808962) | > loss_kl: 2.078091859817505 (1.9824531820782445) | > loss_feat: 6.780947208404541 (6.939408971552263) | > loss_mel: 17.792036056518555 (17.388050932633263) | > loss_duration: 2.022150993347168 (1.9941879092601311) | > loss_1: 31.015087127685547 (30.776788577698824) | > grad_norm_1: tensor(108.8094, device='cuda:0') (tensor(112.7479, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.369 (0.3669740296246713) | > loader_time: 0.0038 (0.0036489357028091163)  --> TIME: 2024-06-11 23:08:24 -- STEP: 139/330 -- GLOBAL_STEP: 326400 | > loss_disc: 2.3499741554260254 (2.3695214755243525) | > loss_disc_real_0: 0.11013177037239075 (0.11366941211678142) | > loss_disc_real_1: 0.1506907194852829 (0.1973965598953713) | > loss_disc_real_2: 0.22158083319664001 (0.21201281056558485) | > loss_disc_real_3: 0.19580666720867157 (0.22991106632373315) | > loss_disc_real_4: 0.22393564879894257 (0.2327844936856263) | > loss_disc_real_5: 0.2305622398853302 (0.22412789243159534) | > loss_0: 2.3499741554260254 (2.3695214755243525) | > grad_norm_0: tensor(12.1273, device='cuda:0') (tensor(10.0779, device='cuda:0')) | > loss_gen: 2.3104498386383057 (2.46082588580015) | > loss_kl: 2.142237424850464 (1.9878340016166083) | > loss_feat: 7.259929656982422 (6.914465890513907) | > loss_mel: 17.16034507751465 (17.403710577985375) | > loss_duration: 2.074214220046997 (2.0000093180498633) | > loss_1: 30.947175979614258 (30.766845661959202) | > grad_norm_1: tensor(62.2814, device='cuda:0') (tensor(107.4640, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3642 (0.3686784754554145) | > loader_time: 0.0045 (0.003792246468633199)  --> TIME: 2024-06-11 23:08:34 -- STEP: 164/330 -- GLOBAL_STEP: 326425 | > loss_disc: 2.423257350921631 (2.3719106912612915) | > loss_disc_real_0: 0.14382854104042053 (0.11511790120928753) | > loss_disc_real_1: 0.1893242597579956 (0.19777982763764332) | > loss_disc_real_2: 0.19888171553611755 (0.2117601394108156) | > loss_disc_real_3: 0.22942915558815002 (0.2293121043320109) | > loss_disc_real_4: 0.2275645136833191 (0.23247016966342926) | > loss_disc_real_5: 0.23102135956287384 (0.22361463390109015) | > loss_0: 2.423257350921631 (2.3719106912612915) | > grad_norm_0: tensor(24.4947, device='cuda:0') (tensor(11.6845, device='cuda:0')) | > loss_gen: 2.4542794227600098 (2.457516159953141) | > loss_kl: 2.039564609527588 (1.991497887343895) | > loss_feat: 6.404928207397461 (6.889066928770484) | > loss_mel: 16.677871704101562 (17.38180345442238) | > loss_duration: 2.102067708969116 (2.003842845922563) | > loss_1: 29.6787109375 (30.7237272378875) | > grad_norm_1: tensor(305.4392, device='cuda:0') (tensor(126.0507, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3757 (0.3704296539469463) | > loader_time: 0.0045 (0.003900830338640911)  --> TIME: 2024-06-11 23:08:43 -- STEP: 189/330 -- GLOBAL_STEP: 326450 | > loss_disc: 2.337473154067993 (2.371221679859059) | > loss_disc_real_0: 0.15030354261398315 (0.11565077825198097) | > loss_disc_real_1: 0.18848738074302673 (0.19764113780998044) | > loss_disc_real_2: 0.18863698840141296 (0.2113345460916953) | > loss_disc_real_3: 0.2078046202659607 (0.22914623835730175) | > loss_disc_real_4: 0.21617627143859863 (0.23280258058870912) | > loss_disc_real_5: 0.21059131622314453 (0.22363026495333072) | > loss_0: 2.337473154067993 (2.371221679859059) | > grad_norm_0: tensor(70.9175, device='cuda:0') (tensor(13.8538, device='cuda:0')) | > loss_gen: 2.4063215255737305 (2.4653553634724297) | > loss_kl: 2.017909049987793 (1.9946803378049658) | > loss_feat: 6.75746488571167 (6.90029737432167) | > loss_mel: 16.97566795349121 (17.337393806094212) | > loss_duration: 2.084315299987793 (2.011106336558306) | > loss_1: 30.241680145263672 (30.708833199960214) | > grad_norm_1: tensor(141.3296, device='cuda:0') (tensor(152.4128, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3942 (0.37260497814763793) | > loader_time: 0.0048 (0.004011806356843818)  --> TIME: 2024-06-11 23:08:54 -- STEP: 214/330 -- GLOBAL_STEP: 326475 | > loss_disc: 2.3846561908721924 (2.3724437339283586) | > loss_disc_real_0: 0.13011115789413452 (0.1173365953787465) | > loss_disc_real_1: 0.20719559490680695 (0.1978410036068096) | > loss_disc_real_2: 0.23972953855991364 (0.21158736421961652) | > loss_disc_real_3: 0.22948242723941803 (0.22975712387918312) | > loss_disc_real_4: 0.23958253860473633 (0.23239172152548193) | > loss_disc_real_5: 0.22674430906772614 (0.2228696998034682) | > loss_0: 2.3846561908721924 (2.3724437339283586) | > grad_norm_0: tensor(13.6315, device='cuda:0') (tensor(16.7429, device='cuda:0')) | > loss_gen: 2.3999135494232178 (2.4733316541832195) | > loss_kl: 2.0012106895446777 (1.9987997830471145) | > loss_feat: 6.327503681182861 (6.9203257159652) | > loss_mel: 17.455787658691406 (17.313166752039827) | > loss_duration: 2.1208434104919434 (2.01888246346857) | > loss_1: 30.305259704589844 (30.724506351435295) | > grad_norm_1: tensor(524.7872, device='cuda:0') (tensor(182.5951, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.3915 (0.3749108548476317) | > loader_time: 0.0047 (0.004113373355330708)  --> TIME: 2024-06-11 23:09:04 -- STEP: 239/330 -- GLOBAL_STEP: 326500 | > loss_disc: 2.2786941528320312 (2.370942190601236) | > loss_disc_real_0: 0.11893477290868759 (0.11741949736323816) | > loss_disc_real_1: 0.1988009363412857 (0.19762638061615212) | > loss_disc_real_2: 0.181326225399971 (0.21125687914413388) | > loss_disc_real_3: 0.23300811648368835 (0.22976310426470625) | > loss_disc_real_4: 0.2230404168367386 (0.2322900068311013) | > loss_disc_real_5: 0.23106935620307922 (0.2229242536812148) | > loss_0: 2.2786941528320312 (2.370942190601236) | > grad_norm_0: tensor(48.0640, device='cuda:0') (tensor(19.3037, device='cuda:0')) | > loss_gen: 2.608581066131592 (2.4776627728131038) | > loss_kl: 2.064321517944336 (2.0036361880881017) | > loss_feat: 7.62109375 (6.92690372866068) | > loss_mel: 17.45028305053711 (17.264214643374647) | > loss_duration: 2.06943941116333 (2.027590732195388) | > loss_1: 31.813718795776367 (30.700007993307075) | > grad_norm_1: tensor(673.8965, device='cuda:0') (tensor(210.1275, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.4115 (0.37841952096468234) | > loader_time: 0.0055 (0.004229566542174528) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_326500.pth  --> TIME: 2024-06-11 23:09:21 -- STEP: 264/330 -- GLOBAL_STEP: 326525 | > loss_disc: 2.330674171447754 (2.3720208162611174) | > loss_disc_real_0: 0.10447750240564346 (0.11808443588740898) | > loss_disc_real_1: 0.2142753303050995 (0.19748198607880055) | > loss_disc_real_2: 0.22355499863624573 (0.21201754180770932) | > loss_disc_real_3: 0.21840690076351166 (0.22966917158302033) | > loss_disc_real_4: 0.21957086026668549 (0.2320485825114178) | > loss_disc_real_5: 0.22763556241989136 (0.223096292522369) | > loss_0: 2.330674171447754 (2.3720208162611174) | > grad_norm_0: tensor(32.0294, device='cuda:0') (tensor(20.3558, device='cuda:0')) | > loss_gen: 2.580878257751465 (2.475441526282918) | > loss_kl: 2.036113739013672 (2.0093380479198504) | > loss_feat: 6.616859436035156 (6.936048612450108) | > loss_mel: 17.085294723510742 (17.225843613797966) | > loss_duration: 2.1606016159057617 (2.03583820615754) | > loss_1: 30.479747772216797 (30.682509971387457) | > grad_norm_1: tensor(401.0121, device='cuda:0') (tensor(221.7253, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.445 (0.38504159811771277) | > loader_time: 0.0065 (0.004452911290255461)  --> TIME: 2024-06-11 23:09:32 -- STEP: 289/330 -- GLOBAL_STEP: 326550 | > loss_disc: 2.4187753200531006 (2.374253202062163) | > loss_disc_real_0: 0.13100665807724 (0.119033783622679) | > loss_disc_real_1: 0.21728555858135223 (0.19809806011746078) | > loss_disc_real_2: 0.2125231921672821 (0.211740809431538) | > loss_disc_real_3: 0.2260117530822754 (0.22996611980830922) | > loss_disc_real_4: 0.24284575879573822 (0.2322538912193173) | > loss_disc_real_5: 0.21698899567127228 (0.2232629769710521) | > loss_0: 2.4187753200531006 (2.374253202062163) | > grad_norm_0: tensor(30.9972, device='cuda:0') (tensor(20.5946, device='cuda:0')) | > loss_gen: 2.3552064895629883 (2.470490104186907) | > loss_kl: 2.0397205352783203 (2.0141750553487485) | > loss_feat: 7.151086807250977 (6.944795596970819) | > loss_mel: 16.6804256439209 (17.18125149287979) | > loss_duration: 2.1914100646972656 (2.045710653169757) | > loss_1: 30.417850494384766 (30.656422869144425) | > grad_norm_1: tensor(516.2603, device='cuda:0') (tensor(230.8497, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.4601 (0.3913499484012696) | > loader_time: 0.007 (0.004619624787960913)  --> TIME: 2024-06-11 23:09:45 -- STEP: 314/330 -- GLOBAL_STEP: 326575 | > loss_disc: 2.5105936527252197 (2.3776910464475094) | > loss_disc_real_0: 0.13940687477588654 (0.12046392857553853) | > loss_disc_real_1: 0.2072228193283081 (0.19827324958743564) | > loss_disc_real_2: 0.22958984971046448 (0.21182709960800827) | > loss_disc_real_3: 0.2395923137664795 (0.22987930505139054) | > loss_disc_real_4: 0.20973727107048035 (0.23207521704351827) | > loss_disc_real_5: 0.18178421258926392 (0.22276731153392487) | > loss_0: 2.5105936527252197 (2.3776910464475094) | > grad_norm_0: tensor(16.3116, device='cuda:0') (tensor(22.2754, device='cuda:0')) | > loss_gen: 2.4198551177978516 (2.470134956821516) | > loss_kl: 1.9602841138839722 (2.016043753380988) | > loss_feat: 7.099764823913574 (6.9520811518286445) | > loss_mel: 16.90821075439453 (17.14030660945139) | > loss_duration: 2.2530312538146973 (2.0586841785983667) | > loss_1: 30.641145706176758 (30.63725063299677) | > grad_norm_1: tensor(349.1709, device='cuda:0') (tensor(248.0918, device='cuda:0')) | > current_lr_0: 0.00018273951535267927 | > current_lr_1: 0.00018273951535267927 | > step_time: 0.5147 (0.4002186120695368) | > loader_time: 0.0085 (0.004837529674457139)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.311422824859619 (2.311422824859619) | > loss_disc_real_0: 0.2746008634567261 (0.2746008634567261) | > loss_disc_real_1: 0.21274617314338684 (0.21274617314338684) | > loss_disc_real_2: 0.18736185133457184 (0.18736185133457184) | > loss_disc_real_3: 0.22716549038887024 (0.22716549038887024) | > loss_disc_real_4: 0.31336891651153564 (0.31336891651153564) | > loss_disc_real_5: 0.18958628177642822 (0.18958628177642822) | > loss_0: 2.311422824859619 (2.311422824859619) | > loss_gen: 2.921809673309326 (2.921809673309326) | > loss_kl: 2.432415723800659 (2.432415723800659) | > loss_feat: 8.139786720275879 (8.139786720275879) | > loss_mel: 18.547269821166992 (18.547269821166992) | > loss_duration: 2.987724781036377 (2.987724781036377) | > loss_1: 35.02900695800781 (35.02900695800781)  --> STEP: 1 | > loss_disc: 2.1650547981262207 (2.1650547981262207) | > loss_disc_real_0: 0.0854014977812767 (0.0854014977812767) | > loss_disc_real_1: 0.24182772636413574 (0.24182772636413574) | > loss_disc_real_2: 0.14991378784179688 (0.14991378784179688) | > loss_disc_real_3: 0.2138107568025589 (0.2138107568025589) | > loss_disc_real_4: 0.19617030024528503 (0.19617030024528503) | > loss_disc_real_5: 0.17965635657310486 (0.17965635657310486) | > loss_0: 2.1650547981262207 (2.1650547981262207) | > loss_gen: 2.515484094619751 (2.515484094619751) | > loss_kl: 2.717517137527466 (2.717517137527466) | > loss_feat: 6.237552642822266 (6.237552642822266) | > loss_mel: 18.855356216430664 (18.855356216430664) | > loss_duration: 2.3971357345581055 (2.3971357345581055) | > loss_1: 32.723045349121094 (32.723045349121094)  --> STEP: 2 | > loss_disc: 2.503347396850586 (2.3342010974884033) | > loss_disc_real_0: 0.12950213253498077 (0.10745181515812874) | > loss_disc_real_1: 0.2545790374279022 (0.24820338189601898) | > loss_disc_real_2: 0.23168085515499115 (0.190797321498394) | > loss_disc_real_3: 0.1681184321641922 (0.19096459448337555) | > loss_disc_real_4: 0.23506921529769897 (0.215619757771492) | > loss_disc_real_5: 0.19616712629795074 (0.1879117414355278) | > loss_0: 2.503347396850586 (2.3342010974884033) | > loss_gen: 2.210054636001587 (2.362769365310669) | > loss_kl: 3.030954122543335 (2.8742356300354004) | > loss_feat: 5.086205959320068 (5.661879301071167) | > loss_mel: 18.220142364501953 (18.53774929046631) | > loss_duration: 2.570970058441162 (2.484052896499634) | > loss_1: 31.118328094482422 (31.920686721801758)  --> STEP: 3 | > loss_disc: 2.5470283031463623 (2.4051434993743896) | > loss_disc_real_0: 0.22503149509429932 (0.14664504180351892) | > loss_disc_real_1: 0.28891175985336304 (0.26177284121513367) | > loss_disc_real_2: 0.2528780698776245 (0.21149090429147085) | > loss_disc_real_3: 0.2295151948928833 (0.20381479461987814) | > loss_disc_real_4: 0.29184675216674805 (0.24102875590324402) | > loss_disc_real_5: 0.23747402429580688 (0.20443250238895416) | > loss_0: 2.5470283031463623 (2.4051434993743896) | > loss_gen: 2.471365451812744 (2.398968060811361) | > loss_kl: 3.919997215270996 (3.222822825113932) | > loss_feat: 5.058265686035156 (5.46067476272583) | > loss_mel: 15.995420455932617 (17.690306345621746) | > loss_duration: 2.313573122024536 (2.4272263050079346) | > loss_1: 29.758621215820312 (31.19999821980794)  --> STEP: 4 | > loss_disc: 2.3008720874786377 (2.3790756464004517) | > loss_disc_real_0: 0.1476963460445404 (0.1469078678637743) | > loss_disc_real_1: 0.234754741191864 (0.25501831620931625) | > loss_disc_real_2: 0.19367831945419312 (0.2070377580821514) | > loss_disc_real_3: 0.27997153997421265 (0.22285398095846176) | > loss_disc_real_4: 0.2594923973083496 (0.24564466625452042) | > loss_disc_real_5: 0.21584798395633698 (0.20728637278079987) | > loss_0: 2.3008720874786377 (2.3790756464004517) | > loss_gen: 2.711045742034912 (2.4769874811172485) | > loss_kl: 3.74222469329834 (3.352673292160034) | > loss_feat: 6.287407875061035 (5.667358040809631) | > loss_mel: 17.193395614624023 (17.566078662872314) | > loss_duration: 2.3571269512176514 (2.4097014665603638) | > loss_1: 32.291202545166016 (31.47279930114746)  --> STEP: 5 | > loss_disc: 2.485684394836426 (2.4003973960876466) | > loss_disc_real_0: 0.2174350917339325 (0.16101331263780594) | > loss_disc_real_1: 0.3541506826877594 (0.2748447895050049) | > loss_disc_real_2: 0.25304701924324036 (0.2162396103143692) | > loss_disc_real_3: 0.24321013689041138 (0.22692521214485167) | > loss_disc_real_4: 0.2059311419725418 (0.2377019613981247) | > loss_disc_real_5: 0.14994367957115173 (0.19581783413887024) | > loss_0: 2.485684394836426 (2.4003973960876466) | > loss_gen: 2.8072376251220703 (2.543037509918213) | > loss_kl: 3.0362389087677 (3.2893864154815673) | > loss_feat: 7.149346351623535 (5.963755702972412) | > loss_mel: 17.955230712890625 (17.643909072875978) | > loss_duration: 2.3748373985290527 (2.4027286529541017) | > loss_1: 33.32289123535156 (31.84281768798828)  --> STEP: 6 | > loss_disc: 2.452181339263916 (2.4090280532836914) | > loss_disc_real_0: 0.14808164536952972 (0.1588580347597599) | > loss_disc_real_1: 0.19773158431053162 (0.26199258863925934) | > loss_disc_real_2: 0.23406632244586945 (0.21921072900295258) | > loss_disc_real_3: 0.30359992384910583 (0.23970433076222739) | > loss_disc_real_4: 0.26214611530303955 (0.24177598704894385) | > loss_disc_real_5: 0.1757088005542755 (0.19246632854143778) | > loss_0: 2.452181339263916 (2.4090280532836914) | > loss_gen: 2.3639254570007324 (2.513185501098633) | > loss_kl: 3.185182571411133 (3.272019108136495) | > loss_feat: 5.442339897155762 (5.876853068669637) | > loss_mel: 16.528905868530273 (17.458075205485027) | > loss_duration: 2.204732656478882 (2.3697293202082315) | > loss_1: 29.725088119506836 (31.48986275990804)  --> STEP: 7 | > loss_disc: 2.592992067337036 (2.4353086267198836) | > loss_disc_real_0: 0.24785098433494568 (0.17157131327050074) | > loss_disc_real_1: 0.3061392605304718 (0.2682992560522897) | > loss_disc_real_2: 0.2541033625602722 (0.22419539093971252) | > loss_disc_real_3: 0.2667127251625061 (0.24356267281941005) | > loss_disc_real_4: 0.24944144487380981 (0.24287105245249613) | > loss_disc_real_5: 0.2068140208721161 (0.19451599887439183) | > loss_0: 2.592992067337036 (2.4353086267198836) | > loss_gen: 2.4785656929016113 (2.508239814213344) | > loss_kl: 3.573899745941162 (3.3151449135371616) | > loss_feat: 4.017289638519287 (5.61120115007673) | > loss_mel: 15.871315956115723 (17.231395312717982) | > loss_duration: 2.477797508239746 (2.3851676327841624) | > loss_1: 28.418869018554688 (31.051149368286133)  --> STEP: 8 | > loss_disc: 2.455885887145996 (2.4378807842731476) | > loss_disc_real_0: 0.21747368574142456 (0.1773091098293662) | > loss_disc_real_1: 0.2320803701877594 (0.2637718953192234) | > loss_disc_real_2: 0.20027531683444977 (0.22120538167655468) | > loss_disc_real_3: 0.2565471827983856 (0.245185736566782) | > loss_disc_real_4: 0.21069014072418213 (0.23884843848645687) | > loss_disc_real_5: 0.2010754644870758 (0.19533593207597733) | > loss_0: 2.455885887145996 (2.4378807842731476) | > loss_gen: 2.4110612869262695 (2.4960924983024597) | > loss_kl: 3.3695623874664307 (3.3219470977783203) | > loss_feat: 7.760079383850098 (5.879810929298401) | > loss_mel: 17.933258056640625 (17.319128155708313) | > loss_duration: 2.2988996505737305 (2.3743841350078583) | > loss_1: 33.77286148071289 (31.391363382339478)  --> STEP: 9 | > loss_disc: 2.4853386878967285 (2.443153884675768) | > loss_disc_real_0: 0.22856736183166504 (0.18300447116295496) | > loss_disc_real_1: 0.26450252532958984 (0.26385307643148637) | > loss_disc_real_2: 0.2344866842031479 (0.22268108195728725) | > loss_disc_real_3: 0.28196755051612854 (0.24927260478337607) | > loss_disc_real_4: 0.2852846384048462 (0.2440080162551668) | > loss_disc_real_5: 0.20799914002418518 (0.19674295518133375) | > loss_0: 2.4853386878967285 (2.443153884675768) | > loss_gen: 2.7999987602233887 (2.5298598607381186) | > loss_kl: 2.253652811050415 (3.203247732586331) | > loss_feat: 8.136191368103027 (6.130519866943359) | > loss_mel: 18.36666488647461 (17.435521125793457) | > loss_duration: 2.1810221672058105 (2.3528994719187417) | > loss_1: 33.73752975463867 (31.652048534817165)  --> STEP: 10 | > loss_disc: 2.4726722240448 (2.446105718612671) | > loss_disc_real_0: 0.16205650568008423 (0.1809096746146679) | > loss_disc_real_1: 0.2986544966697693 (0.26733321845531466) | > loss_disc_real_2: 0.32223251461982727 (0.23263622522354127) | > loss_disc_real_3: 0.18786968290805817 (0.24313231259584428) | > loss_disc_real_4: 0.23282133042812347 (0.24288934767246245) | > loss_disc_real_5: 0.24725402891635895 (0.20179406255483628) | > loss_0: 2.4726722240448 (2.446105718612671) | > loss_gen: 2.6249353885650635 (2.539367413520813) | > loss_kl: 3.1150588989257812 (3.1944288492202757) | > loss_feat: 5.402448654174805 (6.057712745666504) | > loss_mel: 16.450239181518555 (17.336992931365966) | > loss_duration: 2.4066836833953857 (2.3582778930664063) | > loss_1: 29.999364852905273 (31.486780166625977)  --> STEP: 11 | > loss_disc: 2.541217803955078 (2.454752271825617) | > loss_disc_real_0: 0.16728541254997253 (0.17967110533605923) | > loss_disc_real_1: 0.28513243794441223 (0.2689513293179599) | > loss_disc_real_2: 0.19405212998390198 (0.22912858020175586) | > loss_disc_real_3: 0.22894883155822754 (0.2418429052287882) | > loss_disc_real_4: 0.2996380031108856 (0.24804831634868274) | > loss_disc_real_5: 0.30226269364356995 (0.21092757447199387) | > loss_0: 2.541217803955078 (2.454752271825617) | > loss_gen: 2.5523183345794678 (2.540544769980691) | > loss_kl: 3.6941683292388916 (3.23985971104015) | > loss_feat: 6.087497711181641 (6.060420469804243) | > loss_mel: 16.913015365600586 (17.298449516296387) | > loss_duration: 2.553642988204956 (2.37603835626082) | > loss_1: 31.800642013549805 (31.51531306180087)  --> STEP: 12 | > loss_disc: 2.876462459564209 (2.4898947874704995) | > loss_disc_real_0: 0.34394797682762146 (0.19336084462702274) | > loss_disc_real_1: 0.41881507635116577 (0.2814399749040604) | > loss_disc_real_2: 0.40076905488967896 (0.24343195309241614) | > loss_disc_real_3: 0.2564835846424103 (0.24306296184659004) | > loss_disc_real_4: 0.2770492732524872 (0.2504650627573331) | > loss_disc_real_5: 0.30300062894821167 (0.2186003290116787) | > loss_0: 2.876462459564209 (2.4898947874704995) | > loss_gen: 2.845332622528076 (2.565943757692973) | > loss_kl: 3.489832639694214 (3.2606907884279885) | > loss_feat: 6.075614929199219 (6.061686674753825) | > loss_mel: 17.40576934814453 (17.307392835617065) | > loss_duration: 2.282135009765625 (2.3682130773862204) | > loss_1: 32.09868621826172 (31.56392749150594)  --> STEP: 13 | > loss_disc: 2.470503330230713 (2.488403136913593) | > loss_disc_real_0: 0.1906302124261856 (0.19315079599618912) | > loss_disc_real_1: 0.2292216569185257 (0.27742318121286547) | > loss_disc_real_2: 0.19644559919834137 (0.2398176181774873) | > loss_disc_real_3: 0.3027596175670624 (0.24765501228662637) | > loss_disc_real_4: 0.2682013511657715 (0.2518293926349053) | > loss_disc_real_5: 0.2067010998725891 (0.2176850036932872) | > loss_0: 2.470503330230713 (2.488403136913593) | > loss_gen: 2.488971710205078 (2.5600228309631348) | > loss_kl: 3.3369064331054688 (3.2665535303262563) | > loss_feat: 5.4829230308532715 (6.017166394453782) | > loss_mel: 16.03325653076172 (17.209382350628193) | > loss_duration: 2.275378942489624 (2.361071990086482) | > loss_1: 29.6174373626709 (31.414197481595554)  --> STEP: 14 | > loss_disc: 2.2603302001953125 (2.4721122128622874) | > loss_disc_real_0: 0.16433826088905334 (0.19109275777425086) | > loss_disc_real_1: 0.19572539627552032 (0.2715876251459122) | > loss_disc_real_2: 0.22150276601314545 (0.23850941445146287) | > loss_disc_real_3: 0.2572818398475647 (0.2483426428266934) | > loss_disc_real_4: 0.23881448805332184 (0.2508997565933636) | > loss_disc_real_5: 0.17727462947368622 (0.2147985483918871) | > loss_0: 2.2603302001953125 (2.4721122128622874) | > loss_gen: 2.5548348426818848 (2.559652260371617) | > loss_kl: 3.1745893955230713 (3.2599846635546004) | > loss_feat: 6.3660359382629395 (6.042085647583008) | > loss_mel: 18.940208435058594 (17.333012785230363) | > loss_duration: 2.3596742153167725 (2.360972149031503) | > loss_1: 33.39534378051758 (31.555707931518555)  --> STEP: 15 | > loss_disc: 2.7021796703338623 (2.487450043360392) | > loss_disc_real_0: 0.2898794412612915 (0.1976785366733869) | > loss_disc_real_1: 0.29996755719184875 (0.27347962061564135) | > loss_disc_real_2: 0.35956278443336487 (0.24657963911692302) | > loss_disc_real_3: 0.23031167685985565 (0.24714057842890422) | > loss_disc_real_4: 0.2261163294315338 (0.2492475281159083) | > loss_disc_real_5: 0.281682550907135 (0.21925748189290364) | > loss_0: 2.7021796703338623 (2.487450043360392) | > loss_gen: 2.6915178298950195 (2.5684432983398438) | > loss_kl: 3.590334177017212 (3.2820079644521076) | > loss_feat: 6.646796226501465 (6.082399686177571) | > loss_mel: 14.931575775146484 (17.172916984558107) | > loss_duration: 2.444415807723999 (2.3665350596110026) | > loss_1: 30.304637908935547 (31.472303263346355)  --> STEP: 16 | > loss_disc: 2.4797728061676025 (2.486970216035843) | > loss_disc_real_0: 0.19700434803962708 (0.1976363998837769) | > loss_disc_real_1: 0.3969670534133911 (0.2811975851655007) | > loss_disc_real_2: 0.26826944947242737 (0.24793525226414204) | > loss_disc_real_3: 0.25197288393974304 (0.24744259752333164) | > loss_disc_real_4: 0.2523389756679535 (0.24944074358791113) | > loss_disc_real_5: 0.2158915251493454 (0.21904710959643126) | > loss_0: 2.4797728061676025 (2.486970216035843) | > loss_gen: 2.7423782348632812 (2.5793142318725586) | > loss_kl: 2.914954900741577 (3.2590671479701996) | > loss_feat: 7.456414699554443 (6.168275624513626) | > loss_mel: 16.15302085876465 (17.109173476696014) | > loss_duration: 2.3742332458496094 (2.3670161962509155) | > loss_1: 31.641002655029297 (31.482846975326538)  --> STEP: 17 | > loss_disc: 2.406704902648926 (2.482248727013083) | > loss_disc_real_0: 0.1947416365146637 (0.19746611968559377) | > loss_disc_real_1: 0.2029779553413391 (0.2765964304699618) | > loss_disc_real_2: 0.24803487956523895 (0.24794111269361832) | > loss_disc_real_3: 0.29802417755126953 (0.2504179845837986) | > loss_disc_real_4: 0.2763132154941559 (0.25102147722945495) | > loss_disc_real_5: 0.20721077919006348 (0.2183508548666449) | > loss_0: 2.406704902648926 (2.482248727013083) | > loss_gen: 2.6012539863586426 (2.5806048056658577) | > loss_kl: 2.5260515213012695 (3.2159485816955566) | > loss_feat: 5.851072311401367 (6.1496166060952575) | > loss_mel: 16.588626861572266 (17.078553087571088) | > loss_duration: 2.5077619552612305 (2.37529535854564) | > loss_1: 30.07476806640625 (31.40001880421358)  --> STEP: 18 | > loss_disc: 2.660349130630493 (2.492143193880717) | > loss_disc_real_0: 0.15663786232471466 (0.19519788316554493) | > loss_disc_real_1: 0.306594580411911 (0.2782629943556256) | > loss_disc_real_2: 0.1894131749868393 (0.24468956059879726) | > loss_disc_real_3: 0.20352445542812347 (0.2478127885195944) | > loss_disc_real_4: 0.29007312655448914 (0.2531910133030679) | > loss_disc_real_5: 0.23921771347522736 (0.21951012478934395) | > loss_0: 2.660349130630493 (2.492143193880717) | > loss_gen: 2.327331066131592 (2.5665340423583984) | > loss_kl: 2.532792806625366 (3.177995483080546) | > loss_feat: 8.957392692565918 (6.305604166454739) | > loss_mel: 16.2257022857666 (17.03117248747084) | > loss_duration: 2.2071046829223633 (2.3659514321221247) | > loss_1: 32.25032424926758 (31.44725799560547)  --> STEP: 19 | > loss_disc: 2.480459213256836 (2.4915282475320915) | > loss_disc_real_0: 0.14567476511001587 (0.1925914032678855) | > loss_disc_real_1: 0.25835058093070984 (0.27721497259641953) | > loss_disc_real_2: 0.22078481316566467 (0.24343141599705345) | > loss_disc_real_3: 0.21430711448192596 (0.24604933199129606) | > loss_disc_real_4: 0.2832406163215637 (0.25477257135667297) | > loss_disc_real_5: 0.232960507273674 (0.22021803965694026) | > loss_0: 2.480459213256836 (2.4915282475320915) | > loss_gen: 2.3522441387176514 (2.5552556263773063) | > loss_kl: 2.1697306632995605 (3.124928913618389) | > loss_feat: 5.717331886291504 (6.274642467498779) | > loss_mel: 16.849672317504883 (17.021619846946315) | > loss_duration: 2.3064136505126953 (2.3628178646689966) | > loss_1: 29.3953914642334 (31.339265020270098)  --> STEP: 20 | > loss_disc: 2.560570478439331 (2.4949803590774535) | > loss_disc_real_0: 0.21623152494430542 (0.1937734093517065) | > loss_disc_real_1: 0.27762556076049805 (0.27723550200462344) | > loss_disc_real_2: 0.2245861142873764 (0.24248915091156958) | > loss_disc_real_3: 0.223868727684021 (0.24494030177593232) | > loss_disc_real_4: 0.24699917435646057 (0.25438390150666235) | > loss_disc_real_5: 0.16482186317443848 (0.21744823083281517) | > loss_0: 2.560570478439331 (2.4949803590774535) | > loss_gen: 2.2613561153411865 (2.5405606508255003) | > loss_kl: 2.111445903778076 (3.0742547631263735) | > loss_feat: 4.985522747039795 (6.21018648147583) | > loss_mel: 14.391242027282715 (16.890100955963135) | > loss_duration: 2.3290655612945557 (2.361130249500275) | > loss_1: 26.078632354736328 (31.076233386993408)  --> STEP: 21 | > loss_disc: 2.5544214248657227 (2.497810886019752) | > loss_disc_real_0: 0.21395167708396912 (0.194734279243719) | > loss_disc_real_1: 0.3971792757511139 (0.2829471102782658) | > loss_disc_real_2: 0.22543421387672424 (0.24167701105276743) | > loss_disc_real_3: 0.2701907157897949 (0.24614270244325911) | > loss_disc_real_4: 0.29007720947265625 (0.25608358283837634) | > loss_disc_real_5: 0.2490808516740799 (0.21895454611097062) | > loss_0: 2.5544214248657227 (2.497810886019752) | > loss_gen: 2.7530503273010254 (2.5506792068481445) | > loss_kl: 3.4249415397644043 (3.09095413344247) | > loss_feat: 5.824791431427002 (6.191834336235409) | > loss_mel: 16.062501907348633 (16.850691477457683) | > loss_duration: 2.209348440170288 (2.3539025442940846) | > loss_1: 30.274633407592773 (31.038061959402903)  --> STEP: 22 | > loss_disc: 2.718984842300415 (2.507864247668873) | > loss_disc_real_0: 0.22785744071006775 (0.1962398774921894) | > loss_disc_real_1: 0.27049630880355835 (0.28238116475668823) | > loss_disc_real_2: 0.2147430181503296 (0.24045273864811118) | > loss_disc_real_3: 0.2661144435405731 (0.24705050885677338) | > loss_disc_real_4: 0.29852917790412903 (0.25801292806863785) | > loss_disc_real_5: 0.1892312467098236 (0.21760348704728213) | > loss_0: 2.718984842300415 (2.507864247668873) | > loss_gen: 2.37850022315979 (2.5428528894077647) | > loss_kl: 2.142157793045044 (3.047827027060769) | > loss_feat: 7.015214443206787 (6.229260704734108) | > loss_mel: 20.448863983154297 (17.014244773171164) | > loss_duration: 2.2171850204467773 (2.347688111391934) | > loss_1: 34.20191955566406 (31.181873668323863)  --> STEP: 23 | > loss_disc: 2.488382339477539 (2.5070172081822935) | > loss_disc_real_0: 0.17265620827674866 (0.19521450056977893) | > loss_disc_real_1: 0.2611103057861328 (0.2814563448014467) | > loss_disc_real_2: 0.2730695903301239 (0.24187086263428564) | > loss_disc_real_3: 0.2706044912338257 (0.24807459504708) | > loss_disc_real_4: 0.29475364089012146 (0.2596103503652241) | > loss_disc_real_5: 0.21161150932312012 (0.21734296627666638) | > loss_0: 2.488382339477539 (2.5070172081822935) | > loss_gen: 2.6917290687561035 (2.549325766770736) | > loss_kl: 2.7050399780273438 (3.032923242320185) | > loss_feat: 6.588616847991943 (6.244884884875754) | > loss_mel: 17.663288116455078 (17.042464048966117) | > loss_duration: 2.2623257637023926 (2.34397670497065) | > loss_1: 31.910999298095703 (31.21357478266177)  --> STEP: 24 | > loss_disc: 2.3961641788482666 (2.5023983319600425) | > loss_disc_real_0: 0.11464212834835052 (0.1918573183938861) | > loss_disc_real_1: 0.17919552326202393 (0.2771954772373041) | > loss_disc_real_2: 0.24958536028862 (0.24219230003654957) | > loss_disc_real_3: 0.26438435912132263 (0.24875416855017343) | > loss_disc_real_4: 0.21981607377529144 (0.25795225550731027) | > loss_disc_real_5: 0.1975523978471756 (0.21651835925877094) | > loss_0: 2.3961641788482666 (2.5023983319600425) | > loss_gen: 2.372745990753174 (2.5419682761033373) | > loss_kl: 2.4036622047424316 (3.006704032421112) | > loss_feat: 6.042018413543701 (6.236432115236918) | > loss_mel: 16.564485549926758 (17.02254827817281) | > loss_duration: 2.3952927589416504 (2.3461148738861084) | > loss_1: 29.7782039642334 (31.153767665227253)  --> STEP: 25 | > loss_disc: 2.4126505851745605 (2.498808422088623) | > loss_disc_real_0: 0.07671444118022919 (0.18725160330533983) | > loss_disc_real_1: 0.1689929962158203 (0.2728673779964447) | > loss_disc_real_2: 0.23070067167282104 (0.24173263490200042) | > loss_disc_real_3: 0.190829798579216 (0.24643719375133513) | > loss_disc_real_4: 0.1732294112443924 (0.25456334173679357) | > loss_disc_real_5: 0.18619075417518616 (0.21530525505542755) | > loss_0: 2.4126505851745605 (2.498808422088623) | > loss_gen: 2.0668985843658447 (2.5229654884338375) | > loss_kl: 3.1367132663726807 (3.0119044017791747) | > loss_feat: 6.4969482421875 (6.246852760314941) | > loss_mel: 16.768983840942383 (17.012405700683594) | > loss_duration: 2.3816256523132324 (2.3475353050231935) | > loss_1: 30.85116958618164 (31.14166374206543)  --> STEP: 26 | > loss_disc: 2.2956700325012207 (2.490995407104492) | > loss_disc_real_0: 0.05652584135532379 (0.18222368938418534) | > loss_disc_real_1: 0.32167476415634155 (0.2747445851564408) | > loss_disc_real_2: 0.09374924749135971 (0.23604096615543732) | > loss_disc_real_3: 0.1585407853126526 (0.24305656265753967) | > loss_disc_real_4: 0.1020762249827385 (0.24869845263086837) | > loss_disc_real_5: 0.25822558999061584 (0.2169560371683194) | > loss_0: 2.2956700325012207 (2.490995407104492) | > loss_gen: 2.296029806137085 (2.514237192960886) | > loss_kl: 2.554840564727783 (2.9943250234310446) | > loss_feat: 12.773233413696289 (6.497867400829609) | > loss_mel: 18.895551681518555 (17.08483439225417) | > loss_duration: 2.2989816665649414 (2.345667857390184) | > loss_1: 38.818634033203125 (31.43693183018611) --> EVAL PERFORMANCE | > avg_loader_time: 0.002436225230877216 (-0.00011016772343562216) | > avg_loss_disc: 2.490995407104492 (-0.00809769447033215) | > avg_loss_disc_real_0: 0.18222368938418534 (+0.022774963138195187) | > avg_loss_disc_real_1: 0.2747445851564408 (+0.09747251467062881) | > avg_loss_disc_real_2: 0.23604096615543732 (+0.003872222338731468) | > avg_loss_disc_real_3: 0.24305656265753967 (-0.018571649033289617) | > avg_loss_disc_real_4: 0.24869845263086837 (-0.007772261706682326) | > avg_loss_disc_real_5: 0.2169560371683194 (-0.024972703021306192) | > avg_loss_0: 2.490995407104492 (-0.00809769447033215) | > avg_loss_gen: 2.514237192960886 (+0.1895959927485542) | > avg_loss_kl: 2.9943250234310446 (-0.01238733071547271) | > avg_loss_feat: 6.497867400829609 (+0.20334097055288503) | > avg_loss_mel: 17.08483439225417 (+0.05898365607628264) | > avg_loss_duration: 2.345667857390184 (-0.004279650174653593) | > avg_loss_1: 31.43693183018611 (+0.43525351010836033)  > EPOCH: 723/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:10:15)   --> TIME: 2024-06-11 23:10:19 -- STEP: 9/330 -- GLOBAL_STEP: 326600 | > loss_disc: 2.4105048179626465 (2.3225140306684704) | > loss_disc_real_0: 0.09131035208702087 (0.10442599571413463) | > loss_disc_real_1: 0.16685980558395386 (0.18684576948483786) | > loss_disc_real_2: 0.20756779611110687 (0.2059048099650277) | > loss_disc_real_3: 0.2783607244491577 (0.22547594706217447) | > loss_disc_real_4: 0.24444791674613953 (0.22853765388329825) | > loss_disc_real_5: 0.22047680616378784 (0.23714442882272932) | > loss_0: 2.4105048179626465 (2.3225140306684704) | > grad_norm_0: tensor(5.9154, device='cuda:0') (tensor(8.2886, device='cuda:0')) | > loss_gen: 2.491424322128296 (2.452870501412286) | > loss_kl: 2.0032408237457275 (1.9585783746507432) | > loss_feat: 6.28548002243042 (6.650383313496907) | > loss_mel: 17.5367431640625 (17.771860546535915) | > loss_duration: 2.0390076637268066 (2.115455018149482) | > loss_1: 30.35589599609375 (30.94914796617296) | > grad_norm_1: tensor(55.2700, device='cuda:0') (tensor(85.0652, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3602 (0.3755778471628825) | > loader_time: 0.003 (0.003330866495768229)  --> TIME: 2024-06-11 23:10:29 -- STEP: 34/330 -- GLOBAL_STEP: 326625 | > loss_disc: 2.3637855052948 (2.3231926174724804) | > loss_disc_real_0: 0.09490928053855896 (0.10367058633881457) | > loss_disc_real_1: 0.19208426773548126 (0.1961836551918703) | > loss_disc_real_2: 0.21502724289894104 (0.20479661270099528) | > loss_disc_real_3: 0.2386561781167984 (0.22593600083799922) | > loss_disc_real_4: 0.24033600091934204 (0.22914075413170984) | > loss_disc_real_5: 0.24551548063755035 (0.22225454055211125) | > loss_0: 2.3637855052948 (2.3231926174724804) | > grad_norm_0: tensor(6.3886, device='cuda:0') (tensor(8.5177, device='cuda:0')) | > loss_gen: 2.519789695739746 (2.490450010580175) | > loss_kl: 2.082409620285034 (1.9458359795458176) | > loss_feat: 7.666136741638184 (6.91629939920762) | > loss_mel: 17.126550674438477 (17.424066206988165) | > loss_duration: 1.969343900680542 (2.0146055151434505) | > loss_1: 31.364229202270508 (30.79125690460205) | > grad_norm_1: tensor(136.6071, device='cuda:0') (tensor(98.5059, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3733 (0.3675528133616728) | > loader_time: 0.0033 (0.003544050104477826)  --> TIME: 2024-06-11 23:10:38 -- STEP: 59/330 -- GLOBAL_STEP: 326650 | > loss_disc: 2.3655643463134766 (2.33622918290607) | > loss_disc_real_0: 0.11395540088415146 (0.10629836330979557) | > loss_disc_real_1: 0.2030354142189026 (0.19557699030738765) | > loss_disc_real_2: 0.23366369307041168 (0.2076657068426326) | > loss_disc_real_3: 0.2420344054698944 (0.2286540542618703) | > loss_disc_real_4: 0.23962119221687317 (0.23136398398270042) | > loss_disc_real_5: 0.20945371687412262 (0.22201257186420895) | > loss_0: 2.3655643463134766 (2.33622918290607) | > grad_norm_0: tensor(17.0328, device='cuda:0') (tensor(8.6109, device='cuda:0')) | > loss_gen: 2.419835090637207 (2.4787272760423558) | > loss_kl: 1.9248098134994507 (1.9325362039824663) | > loss_feat: 6.754133224487305 (6.920335414045948) | > loss_mel: 16.64893341064453 (17.41678832749189) | > loss_duration: 1.9523868560791016 (1.9973535982228947) | > loss_1: 29.700098037719727 (30.745740825847044) | > grad_norm_1: tensor(87.7780, device='cuda:0') (tensor(96.7031, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3642 (0.37041595022557144) | > loader_time: 0.0037 (0.0037211442397812665)  --> TIME: 2024-06-11 23:10:48 -- STEP: 84/330 -- GLOBAL_STEP: 326675 | > loss_disc: 2.2379415035247803 (2.3386272390683494) | > loss_disc_real_0: 0.07101836800575256 (0.1079511461513383) | > loss_disc_real_1: 0.1607901155948639 (0.1949201621824787) | > loss_disc_real_2: 0.1941143125295639 (0.20805645379282178) | > loss_disc_real_3: 0.20431014895439148 (0.22751201547327496) | > loss_disc_real_4: 0.2165721356868744 (0.23092722431534812) | > loss_disc_real_5: 0.204493910074234 (0.2221205798642976) | > loss_0: 2.2379415035247803 (2.3386272390683494) | > grad_norm_0: tensor(7.8296, device='cuda:0') (tensor(8.4139, device='cuda:0')) | > loss_gen: 2.496049642562866 (2.474824845790863) | > loss_kl: 1.8786872625350952 (1.9626958937872023) | > loss_feat: 6.907099723815918 (6.9230352356320335) | > loss_mel: 17.177053451538086 (17.35498721258981) | > loss_duration: 2.0575220584869385 (1.9901592958541148) | > loss_1: 30.51641273498535 (30.705702441079275) | > grad_norm_1: tensor(90.8925, device='cuda:0') (tensor(91.9674, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.363 (0.37091373545782896) | > loader_time: 0.004 (0.0038559436798095703)  --> TIME: 2024-06-11 23:10:57 -- STEP: 109/330 -- GLOBAL_STEP: 326700 | > loss_disc: 2.448883295059204 (2.3430635863487885) | > loss_disc_real_0: 0.14831674098968506 (0.11176834966338009) | > loss_disc_real_1: 0.2219637781381607 (0.19530712109093276) | > loss_disc_real_2: 0.26295891404151917 (0.20874609941736275) | > loss_disc_real_3: 0.24419036507606506 (0.22733775109326074) | > loss_disc_real_4: 0.24177134037017822 (0.23083284592956577) | > loss_disc_real_5: 0.22570262849330902 (0.2208468991955486) | > loss_0: 2.448883295059204 (2.3430635863487885) | > grad_norm_0: tensor(8.7145, device='cuda:0') (tensor(8.4789, device='cuda:0')) | > loss_gen: 2.4043798446655273 (2.469624263430953) | > loss_kl: 1.9668641090393066 (1.9714241749649748) | > loss_feat: 6.270232677459717 (6.906468824509087) | > loss_mel: 17.1412353515625 (17.30561174165219) | > loss_duration: 1.9491239786148071 (1.9931070935835535) | > loss_1: 29.731834411621094 (30.646235982212453) | > grad_norm_1: tensor(98.9649, device='cuda:0') (tensor(90.7871, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3879 (0.3725823743627706) | > loader_time: 0.0044 (0.003965754027760356)  --> TIME: 2024-06-11 23:11:07 -- STEP: 134/330 -- GLOBAL_STEP: 326725 | > loss_disc: 2.34440279006958 (2.349791227881589) | > loss_disc_real_0: 0.10957835614681244 (0.11218126296107449) | > loss_disc_real_1: 0.19142113626003265 (0.19519458232975723) | > loss_disc_real_2: 0.21249403059482574 (0.2097540581181868) | > loss_disc_real_3: 0.2446105033159256 (0.22841062641410687) | > loss_disc_real_4: 0.217597097158432 (0.23150962646772613) | > loss_disc_real_5: 0.2035665661096573 (0.2222648755605541) | > loss_0: 2.34440279006958 (2.349791227881589) | > grad_norm_0: tensor(7.3830, device='cuda:0') (tensor(8.4324, device='cuda:0')) | > loss_gen: 2.450939655303955 (2.464811780559482) | > loss_kl: 1.972485065460205 (1.9781398390656086) | > loss_feat: 7.1917243003845215 (6.903275016528457) | > loss_mel: 17.471805572509766 (17.31736628688983) | > loss_duration: 2.0160813331604004 (1.997593071923327) | > loss_1: 31.10303497314453 (30.66118586241309) | > grad_norm_1: tensor(42.5648, device='cuda:0') (tensor(90.2501, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3943 (0.3742584577247278) | > loader_time: 0.0044 (0.004030473196684423)  --> TIME: 2024-06-11 23:11:17 -- STEP: 159/330 -- GLOBAL_STEP: 326750 | > loss_disc: 2.434786081314087 (2.351830672917877) | > loss_disc_real_0: 0.10008447617292404 (0.11300415048996608) | > loss_disc_real_1: 0.18321923911571503 (0.19455930187642206) | > loss_disc_real_2: 0.24553771317005157 (0.20986461386365707) | > loss_disc_real_3: 0.25209808349609375 (0.22811669561098208) | > loss_disc_real_4: 0.2522420585155487 (0.23187888502699774) | > loss_disc_real_5: 0.23629677295684814 (0.22249448177574566) | > loss_0: 2.434786081314087 (2.351830672917877) | > grad_norm_0: tensor(16.7348, device='cuda:0') (tensor(8.9817, device='cuda:0')) | > loss_gen: 2.473144054412842 (2.464305190920079) | > loss_kl: 1.9896631240844727 (1.9874575820359044) | > loss_feat: 6.709435939788818 (6.901599707093629) | > loss_mel: 16.65108299255371 (17.288168481310954) | > loss_duration: 2.0175137519836426 (2.0010722958066927) | > loss_1: 29.840839385986328 (30.642603160450292) | > grad_norm_1: tensor(171.6899, device='cuda:0') (tensor(101.1470, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.386 (0.37659735799585503) | > loader_time: 0.0044 (0.004080692927042643)  --> TIME: 2024-06-11 23:11:27 -- STEP: 184/330 -- GLOBAL_STEP: 326775 | > loss_disc: 2.3959264755249023 (2.3563322878402233) | > loss_disc_real_0: 0.15989553928375244 (0.11433449594061011) | > loss_disc_real_1: 0.195968896150589 (0.19481390852319166) | > loss_disc_real_2: 0.26092463731765747 (0.21100063411437944) | > loss_disc_real_3: 0.23381496965885162 (0.2289429237337216) | > loss_disc_real_4: 0.250332772731781 (0.2319725242483875) | > loss_disc_real_5: 0.2164487987756729 (0.2230902423515268) | > loss_0: 2.3959264755249023 (2.3563322878402233) | > grad_norm_0: tensor(14.1542, device='cuda:0') (tensor(9.1511, device='cuda:0')) | > loss_gen: 2.4666452407836914 (2.462540424388387) | > loss_kl: 1.9016822576522827 (1.9940801366515781) | > loss_feat: 6.790234088897705 (6.90204823276271) | > loss_mel: 17.057233810424805 (17.261824752973475) | > loss_duration: 2.0493009090423584 (2.008470873469892) | > loss_1: 30.265094757080078 (30.628964299741) | > grad_norm_1: tensor(70.9187, device='cuda:0') (tensor(101.5743, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3872 (0.3788059431573619) | > loader_time: 0.0045 (0.004163041062977005)  --> TIME: 2024-06-11 23:11:37 -- STEP: 209/330 -- GLOBAL_STEP: 326800 | > loss_disc: 2.3945469856262207 (2.3616622327047123) | > loss_disc_real_0: 0.12198667228221893 (0.1162125321024913) | > loss_disc_real_1: 0.20056691765785217 (0.19502712180169582) | > loss_disc_real_2: 0.24357932806015015 (0.21077939347502145) | > loss_disc_real_3: 0.2484292834997177 (0.22954787706073962) | > loss_disc_real_4: 0.20736956596374512 (0.23193473764583825) | > loss_disc_real_5: 0.20019352436065674 (0.22347408140960492) | > loss_0: 2.3945469856262207 (2.3616622327047123) | > grad_norm_0: tensor(11.1785, device='cuda:0') (tensor(9.7563, device='cuda:0')) | > loss_gen: 2.4871983528137207 (2.458610332753668) | > loss_kl: 2.0504722595214844 (1.9994648575212397) | > loss_feat: 7.272271633148193 (6.904805979660253) | > loss_mel: 16.71624183654785 (17.242546026786552) | > loss_duration: 2.0946249961853027 (2.0166507177946102) | > loss_1: 30.62080955505371 (30.62207779587741) | > grad_norm_1: tensor(215.3647, device='cuda:0') (tensor(110.4597, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.3925 (0.38154487746754334) | > loader_time: 0.0058 (0.004256259881708613)  --> TIME: 2024-06-11 23:11:48 -- STEP: 234/330 -- GLOBAL_STEP: 326825 | > loss_disc: 2.3994686603546143 (2.363557199127656) | > loss_disc_real_0: 0.145920991897583 (0.11712098424123903) | > loss_disc_real_1: 0.18389973044395447 (0.195458454772448) | > loss_disc_real_2: 0.21170972287654877 (0.21110909947982198) | > loss_disc_real_3: 0.24339844286441803 (0.22969537858779615) | > loss_disc_real_4: 0.23877209424972534 (0.23197717658984354) | > loss_disc_real_5: 0.23254279792308807 (0.22383238362450886) | > loss_0: 2.3994686603546143 (2.363557199127656) | > grad_norm_0: tensor(45.6579, device='cuda:0') (tensor(11.4712, device='cuda:0')) | > loss_gen: 2.4571783542633057 (2.4614431980328666) | > loss_kl: 2.085866928100586 (2.007682289323236) | > loss_feat: 6.433132648468018 (6.901137637276935) | > loss_mel: 16.382036209106445 (17.19792189557329) | > loss_duration: 2.0762035846710205 (2.0256221029493533) | > loss_1: 29.434417724609375 (30.593807000380295) | > grad_norm_1: tensor(464.8560, device='cuda:0') (tensor(132.7222, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.4287 (0.3851065197561541) | > loader_time: 0.0059 (0.004381704534220901)  --> TIME: 2024-06-11 23:11:59 -- STEP: 259/330 -- GLOBAL_STEP: 326850 | > loss_disc: 2.1968226432800293 (2.363318743392769) | > loss_disc_real_0: 0.06716107577085495 (0.11753169683070716) | > loss_disc_real_1: 0.22953461110591888 (0.19562426836564278) | > loss_disc_real_2: 0.1850588172674179 (0.210867077917666) | > loss_disc_real_3: 0.21419596672058105 (0.22964037718920174) | > loss_disc_real_4: 0.1704457551240921 (0.23191023384972428) | > loss_disc_real_5: 0.18009646236896515 (0.22376508815178078) | > loss_0: 2.1968226432800293 (2.363318743392769) | > grad_norm_0: tensor(21.0529, device='cuda:0') (tensor(13.1116, device='cuda:0')) | > loss_gen: 2.587141513824463 (2.468021728817559) | > loss_kl: 1.9982632398605347 (2.014200047176316) | > loss_feat: 8.188299179077148 (6.923648027839808) | > loss_mel: 17.121719360351562 (17.15921756199429) | > loss_duration: 2.1274070739746094 (2.03369022428299) | > loss_1: 32.0228271484375 (30.598777491153438) | > grad_norm_1: tensor(366.6919, device='cuda:0') (tensor(155.9679, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.4305 (0.3894924951796366) | > loader_time: 0.0057 (0.004511573600032617)  --> TIME: 2024-06-11 23:12:10 -- STEP: 284/330 -- GLOBAL_STEP: 326875 | > loss_disc: 2.269350051879883 (2.3678238383481216) | > loss_disc_real_0: 0.09692186862230301 (0.11878711709254225) | > loss_disc_real_1: 0.2334980070590973 (0.19625792752059418) | > loss_disc_real_2: 0.2171749323606491 (0.21144810806907394) | > loss_disc_real_3: 0.22390128672122955 (0.22989625950724307) | > loss_disc_real_4: 0.19183501601219177 (0.23184083108331122) | > loss_disc_real_5: 0.17078135907649994 (0.22359698454678897) | > loss_0: 2.269350051879883 (2.3678238383481216) | > grad_norm_0: tensor(36.2523, device='cuda:0') (tensor(16.1718, device='cuda:0')) | > loss_gen: 2.6983859539031982 (2.475517824502057) | > loss_kl: 2.056716203689575 (2.0202431620006815) | > loss_feat: 6.76535177230835 (6.932026545766374) | > loss_mel: 17.04790496826172 (17.116282066828774) | > loss_duration: 2.1800379753112793 (2.043852524858125) | > loss_1: 30.748395919799805 (30.58792202909228) | > grad_norm_1: tensor(657.6487, device='cuda:0') (tensor(180.5297, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.4618 (0.3946474840943241) | > loader_time: 0.0064 (0.00464952327835728)  --> TIME: 2024-06-11 23:12:23 -- STEP: 309/330 -- GLOBAL_STEP: 326900 | > loss_disc: 2.525878429412842 (2.369441333326323) | > loss_disc_real_0: 0.14557266235351562 (0.12058121228777476) | > loss_disc_real_1: 0.1867668777704239 (0.19647498192524837) | > loss_disc_real_2: 0.1971319317817688 (0.21142675648036502) | > loss_disc_real_3: 0.2279384881258011 (0.22994375392842833) | > loss_disc_real_4: 0.2545616328716278 (0.23142712855030423) | > loss_disc_real_5: 0.23527491092681885 (0.22308089986781085) | > loss_0: 2.525878429412842 (2.369441333326323) | > grad_norm_0: tensor(52.8592, device='cuda:0') (tensor(17.9377, device='cuda:0')) | > loss_gen: 2.3656227588653564 (2.4748097893489596) | > loss_kl: 2.0126664638519287 (2.0255406180631743) | > loss_feat: 6.660885810852051 (6.9381948150091555) | > loss_mel: 16.257726669311523 (17.076176075487865) | > loss_duration: 2.2294862270355225 (2.0560386335193916) | > loss_1: 29.52638816833496 (30.570759819549263) | > grad_norm_1: tensor(405.5080, device='cuda:0') (tensor(202.4342, device='cuda:0')) | > current_lr_0: 0.0001827166729132602 | > current_lr_1: 0.0001827166729132602 | > step_time: 0.5321 (0.402569027780329) | > loader_time: 0.0077 (0.004846200973856412)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4703168869018555 (2.4703168869018555) | > loss_disc_real_0: 0.16469401121139526 (0.16469401121139526) | > loss_disc_real_1: 0.15857869386672974 (0.15857869386672974) | > loss_disc_real_2: 0.21986408531665802 (0.21986408531665802) | > loss_disc_real_3: 0.15689662098884583 (0.15689662098884583) | > loss_disc_real_4: 0.2142316699028015 (0.2142316699028015) | > loss_disc_real_5: 0.23567837476730347 (0.23567837476730347) | > loss_0: 2.4703168869018555 (2.4703168869018555) | > loss_gen: 2.0181682109832764 (2.0181682109832764) | > loss_kl: 1.50465726852417 (1.50465726852417) | > loss_feat: 4.911865234375 (4.911865234375) | > loss_mel: 15.923437118530273 (15.923437118530273) | > loss_duration: 3.0995216369628906 (3.0995216369628906) | > loss_1: 27.45764923095703 (27.45764923095703)  --> STEP: 1 | > loss_disc: 2.3400845527648926 (2.3400845527648926) | > loss_disc_real_0: 0.1345752775669098 (0.1345752775669098) | > loss_disc_real_1: 0.16042737662792206 (0.16042737662792206) | > loss_disc_real_2: 0.15981824696063995 (0.15981824696063995) | > loss_disc_real_3: 0.14504574239253998 (0.14504574239253998) | > loss_disc_real_4: 0.23696547746658325 (0.23696547746658325) | > loss_disc_real_5: 0.23343923687934875 (0.23343923687934875) | > loss_0: 2.3400845527648926 (2.3400845527648926) | > loss_gen: 2.1898984909057617 (2.1898984909057617) | > loss_kl: 2.8021693229675293 (2.8021693229675293) | > loss_feat: 6.77577543258667 (6.77577543258667) | > loss_mel: 16.020559310913086 (16.020559310913086) | > loss_duration: 2.415602922439575 (2.415602922439575) | > loss_1: 30.20400619506836 (30.20400619506836)  --> STEP: 2 | > loss_disc: 2.3392624855041504 (2.3396735191345215) | > loss_disc_real_0: 0.07805989682674408 (0.10631758719682693) | > loss_disc_real_1: 0.13514871895313263 (0.14778804779052734) | > loss_disc_real_2: 0.20456551015377045 (0.1821918785572052) | > loss_disc_real_3: 0.20920352637767792 (0.17712463438510895) | > loss_disc_real_4: 0.1765161156654358 (0.20674079656600952) | > loss_disc_real_5: 0.2050442397594452 (0.21924173831939697) | > loss_0: 2.3392624855041504 (2.3396735191345215) | > loss_gen: 1.9768633842468262 (2.083380937576294) | > loss_kl: 2.3895578384399414 (2.5958635807037354) | > loss_feat: 5.576665878295898 (6.176220655441284) | > loss_mel: 18.98320960998535 (17.50188446044922) | > loss_duration: 2.460228204727173 (2.437915563583374) | > loss_1: 31.386524200439453 (30.795265197753906)  --> STEP: 3 | > loss_disc: 2.5018253326416016 (2.3937241236368814) | > loss_disc_real_0: 0.17215678095817566 (0.12826398511727652) | > loss_disc_real_1: 0.1416918933391571 (0.14575599630673727) | > loss_disc_real_2: 0.1703217476606369 (0.1782351682583491) | > loss_disc_real_3: 0.23160184919834137 (0.19528370598951975) | > loss_disc_real_4: 0.2613411843776703 (0.2249409258365631) | > loss_disc_real_5: 0.297925740480423 (0.24546973903973898) | > loss_0: 2.5018253326416016 (2.3937241236368814) | > loss_gen: 2.3249406814575195 (2.163900852203369) | > loss_kl: 3.199230909347534 (2.7969860235850015) | > loss_feat: 6.6072797775268555 (6.319907029469808) | > loss_mel: 17.274173736572266 (17.425980885823567) | > loss_duration: 2.2937939167022705 (2.3898750146230063) | > loss_1: 31.699419021606445 (31.096649805704754)  --> STEP: 4 | > loss_disc: 2.4210212230682373 (2.4005483984947205) | > loss_disc_real_0: 0.11456161737442017 (0.12483839318156242) | > loss_disc_real_1: 0.16612659394741058 (0.1508486457169056) | > loss_disc_real_2: 0.16575786471366882 (0.17511584237217903) | > loss_disc_real_3: 0.1833539754152298 (0.19230127334594727) | > loss_disc_real_4: 0.22462938725948334 (0.22486304119229317) | > loss_disc_real_5: 0.2138330191373825 (0.23756055906414986) | > loss_0: 2.4210212230682373 (2.4005483984947205) | > loss_gen: 2.062298536300659 (2.1385002732276917) | > loss_kl: 3.9717836380004883 (3.0906854271888733) | > loss_feat: 6.622611999511719 (6.395583271980286) | > loss_mel: 17.79300308227539 (17.517736434936523) | > loss_duration: 2.3795835971832275 (2.3873021602630615) | > loss_1: 32.829280853271484 (31.529807567596436)  --> STEP: 5 | > loss_disc: 2.059054374694824 (2.3322495937347414) | > loss_disc_real_0: 0.18518057465553284 (0.13690682947635652) | > loss_disc_real_1: 0.15800723433494568 (0.1522803634405136) | > loss_disc_real_2: 0.1934393048286438 (0.17878053486347198) | > loss_disc_real_3: 0.14167101681232452 (0.1821752220392227) | > loss_disc_real_4: 0.1793343424797058 (0.2157573014497757) | > loss_disc_real_5: 0.17555592954158783 (0.22515963315963744) | > loss_0: 2.059054374694824 (2.3322495937347414) | > loss_gen: 2.5885674953460693 (2.228513717651367) | > loss_kl: 2.2858495712280273 (2.929718255996704) | > loss_feat: 5.864497661590576 (6.289366149902344) | > loss_mel: 17.985944747924805 (17.61137809753418) | > loss_duration: 2.3883376121520996 (2.387509250640869) | > loss_1: 31.113197326660156 (31.44648551940918)  --> STEP: 6 | > loss_disc: 2.4213569164276123 (2.347100814183553) | > loss_disc_real_0: 0.07587441802024841 (0.1267347609003385) | > loss_disc_real_1: 0.3069659471511841 (0.17806129405895868) | > loss_disc_real_2: 0.24557331204414368 (0.18991266439358392) | > loss_disc_real_3: 0.20711460709571838 (0.18633178621530533) | > loss_disc_real_4: 0.23199820518493652 (0.21846411873896918) | > loss_disc_real_5: 0.22408561408519745 (0.22498062998056412) | > loss_0: 2.4213569164276123 (2.347100814183553) | > loss_gen: 2.3069286346435547 (2.2415828704833984) | > loss_kl: 3.1491193771362305 (2.9662851095199585) | > loss_feat: 6.497062683105469 (6.323982238769531) | > loss_mel: 16.993560791015625 (17.508408546447754) | > loss_duration: 2.1774675846099854 (2.3525023063023887) | > loss_1: 31.1241397857666 (31.39276123046875)  --> STEP: 7 | > loss_disc: 2.294839382171631 (2.339634895324707) | > loss_disc_real_0: 0.09274815022945404 (0.12187953080449786) | > loss_disc_real_1: 0.18881294131278992 (0.17959724366664886) | > loss_disc_real_2: 0.2530055642127991 (0.19892593579632895) | > loss_disc_real_3: 0.18447448313236237 (0.18606645720345633) | > loss_disc_real_4: 0.2235710471868515 (0.2191936799458095) | > loss_disc_real_5: 0.2055046409368515 (0.2221983458314623) | > loss_0: 2.294839382171631 (2.339634895324707) | > loss_gen: 2.2865142822265625 (2.2480016435895647) | > loss_kl: 4.329779148101807 (3.1610699721745084) | > loss_feat: 5.259552955627441 (6.171920912606375) | > loss_mel: 17.161752700805664 (17.458886282784597) | > loss_duration: 2.4816877841949463 (2.370957374572754) | > loss_1: 31.519287109375 (31.410836356026785)  --> STEP: 8 | > loss_disc: 2.611370801925659 (2.373601883649826) | > loss_disc_real_0: 0.16572454571723938 (0.12736015766859055) | > loss_disc_real_1: 0.09725555032491684 (0.16930453199893236) | > loss_disc_real_2: 0.1636245846748352 (0.19451326690614223) | > loss_disc_real_3: 0.13476970791816711 (0.17965436354279518) | > loss_disc_real_4: 0.17586994171142578 (0.21377821266651154) | > loss_disc_real_5: 0.19938278198242188 (0.21934640035033226) | > loss_0: 2.611370801925659 (2.373601883649826) | > loss_gen: 1.8373583555221558 (2.1966712325811386) | > loss_kl: 2.779268264770508 (3.113344758749008) | > loss_feat: 9.034282684326172 (6.52971613407135) | > loss_mel: 18.512510299682617 (17.59058928489685) | > loss_duration: 2.299785614013672 (2.3620609045028687) | > loss_1: 34.46320343017578 (31.79238224029541)  --> STEP: 9 | > loss_disc: 2.643324613571167 (2.4035710758633084) | > loss_disc_real_0: 0.11703968048095703 (0.1262134379810757) | > loss_disc_real_1: 0.16604453325271606 (0.16894230991601944) | > loss_disc_real_2: 0.21538032591342926 (0.196831829018063) | > loss_disc_real_3: 0.1806180328130722 (0.17976143790615928) | > loss_disc_real_4: 0.15868476033210754 (0.20765671796268886) | > loss_disc_real_5: 0.2636897563934326 (0.22427343991067675) | > loss_0: 2.643324613571167 (2.4035710758633084) | > loss_gen: 1.9673722982406616 (2.1711935732099743) | > loss_kl: 2.4516232013702393 (3.0398201412624783) | > loss_feat: 10.957880020141602 (7.021734343634711) | > loss_mel: 20.516033172607422 (17.915638605753582) | > loss_duration: 2.184542179107666 (2.3423366016811795) | > loss_1: 38.07745361328125 (32.4907235039605)  --> STEP: 10 | > loss_disc: 2.3637642860412598 (2.3995903968811034) | > loss_disc_real_0: 0.11952633410692215 (0.12554472759366037) | > loss_disc_real_1: 0.22329361736774445 (0.17437744066119193) | > loss_disc_real_2: 0.15808820724487305 (0.19295746684074402) | > loss_disc_real_3: 0.20688873529434204 (0.18247416764497756) | > loss_disc_real_4: 0.1871289312839508 (0.20560393929481507) | > loss_disc_real_5: 0.2334158569574356 (0.22518768161535263) | > loss_0: 2.3637642860412598 (2.3995903968811034) | > loss_gen: 2.2826924324035645 (2.1823434591293336) | > loss_kl: 2.613147020339966 (2.997152829170227) | > loss_feat: 7.060731887817383 (7.025634098052978) | > loss_mel: 18.75446891784668 (17.99952163696289) | > loss_duration: 2.4392027854919434 (2.352023220062256) | > loss_1: 33.15024185180664 (32.556675338745116)  --> STEP: 11 | > loss_disc: 2.4641218185424805 (2.4054568897594106) | > loss_disc_real_0: 0.22406435012817383 (0.13450105691497977) | > loss_disc_real_1: 0.18329307436943054 (0.17518795281648636) | > loss_disc_real_2: 0.26549863815307617 (0.19955211877822876) | > loss_disc_real_3: 0.14793653786182404 (0.17933438311923633) | > loss_disc_real_4: 0.18950070440769196 (0.20414000885053116) | > loss_disc_real_5: 0.18563641607761383 (0.22159211202101273) | > loss_0: 2.4641218185424805 (2.4054568897594106) | > loss_gen: 2.3518640995025635 (2.1977544264359907) | > loss_kl: 3.4746768474578857 (3.040564103560014) | > loss_feat: 7.891093730926514 (7.104312246496027) | > loss_mel: 17.0230712890625 (17.910753423517402) | > loss_duration: 2.5164811611175537 (2.366973941976374) | > loss_1: 33.25718688964844 (32.620358207009055)  --> STEP: 12 | > loss_disc: 2.5714268684387207 (2.4192877213160195) | > loss_disc_real_0: 0.21415865421295166 (0.1411391900231441) | > loss_disc_real_1: 0.22228357195854187 (0.17911258774499098) | > loss_disc_real_2: 0.24699193239212036 (0.20350543657938638) | > loss_disc_real_3: 0.18533404171466827 (0.17983435466885567) | > loss_disc_real_4: 0.1996556669473648 (0.20376631369193396) | > loss_disc_real_5: 0.20175638794898987 (0.21993913501501083) | > loss_0: 2.5714268684387207 (2.4192877213160195) | > loss_gen: 2.1266157627105713 (2.1918262044588723) | > loss_kl: 2.55720853805542 (3.000284473101298) | > loss_feat: 4.955483436584473 (6.925243179003398) | > loss_mel: 16.107820510864258 (17.760509014129642) | > loss_duration: 2.2659225463867188 (2.3585529923439026) | > loss_1: 28.013050079345703 (32.23641586303711)  --> STEP: 13 | > loss_disc: 2.654724597930908 (2.4373982502863956) | > loss_disc_real_0: 0.24256156384944916 (0.148940911086706) | > loss_disc_real_1: 0.2721654772758484 (0.1862705023242877) | > loss_disc_real_2: 0.2642337679862976 (0.20817684668761033) | > loss_disc_real_3: 0.212073415517807 (0.1823142824264673) | > loss_disc_real_4: 0.20836205780506134 (0.2041198324698668) | > loss_disc_real_5: 0.1967705935239792 (0.2181569395157007) | > loss_0: 2.654724597930908 (2.4373982502863956) | > loss_gen: 2.2760531902313232 (2.1983052033644457) | > loss_kl: 3.0479767322540283 (3.0039531084207387) | > loss_feat: 6.244603633880615 (6.872886290917029) | > loss_mel: 14.872476577758789 (17.538352672870346) | > loss_duration: 2.2613868713378906 (2.35107867534344) | > loss_1: 28.702497482299805 (31.96457598759578)  --> STEP: 14 | > loss_disc: 2.433513879776001 (2.437120795249939) | > loss_disc_real_0: 0.14551055431365967 (0.148695885602917) | > loss_disc_real_1: 0.13198193907737732 (0.18239274780665124) | > loss_disc_real_2: 0.21121981739997864 (0.2083942017384938) | > loss_disc_real_3: 0.20073622465133667 (0.1836301354425294) | > loss_disc_real_4: 0.25253820419311523 (0.207578287592956) | > loss_disc_real_5: 0.26551496982574463 (0.22153965596641814) | > loss_0: 2.433513879776001 (2.437120795249939) | > loss_gen: 2.1986167430877686 (2.198327456201826) | > loss_kl: 3.3915929794311523 (3.0316416706357683) | > loss_feat: 6.067335605621338 (6.815346956253052) | > loss_mel: 18.072458267211914 (17.576503072466174) | > loss_duration: 2.3922204971313477 (2.3540173768997192) | > loss_1: 32.122222900390625 (31.975836481366837)  --> STEP: 15 | > loss_disc: 2.5071771144866943 (2.441791216532389) | > loss_disc_real_0: 0.12697841227054596 (0.14724805404742558) | > loss_disc_real_1: 0.2169172167778015 (0.1846943790713946) | > loss_disc_real_2: 0.17312529683113098 (0.20604294141133625) | > loss_disc_real_3: 0.15419673919677734 (0.18166790902614594) | > loss_disc_real_4: 0.14854952692985535 (0.20364303688208263) | > loss_disc_real_5: 0.1623854786157608 (0.21759604414304098) | > loss_0: 2.5071771144866943 (2.441791216532389) | > loss_gen: 1.9774011373519897 (2.18359903494517) | > loss_kl: 3.6302943229675293 (3.0715518474578856) | > loss_feat: 7.944392681121826 (6.890616671244303) | > loss_mel: 18.11515998840332 (17.61241353352865) | > loss_duration: 2.4245715141296387 (2.3587209860483807) | > loss_1: 34.091819763183594 (32.11690203348795)  --> STEP: 16 | > loss_disc: 2.559020757675171 (2.449118062853813) | > loss_disc_real_0: 0.18059048056602478 (0.14933195570483804) | > loss_disc_real_1: 0.17836874723434448 (0.18429902708157897) | > loss_disc_real_2: 0.14522698521614075 (0.20224194414913654) | > loss_disc_real_3: 0.16374842822551727 (0.18054794147610664) | > loss_disc_real_4: 0.19517065584659576 (0.2031135130673647) | > loss_disc_real_5: 0.21505004167556763 (0.2174369189888239) | > loss_0: 2.559020757675171 (2.449118062853813) | > loss_gen: 2.2140798568725586 (2.185504086315632) | > loss_kl: 3.1393587589263916 (3.0757897794246674) | > loss_feat: 7.237192153930664 (6.912277638912201) | > loss_mel: 15.907965660095215 (17.50588554143906) | > loss_duration: 2.411776065826416 (2.3620369285345078) | > loss_1: 30.910371780395508 (32.04149389266968)  --> STEP: 17 | > loss_disc: 2.4945311546325684 (2.45178942119374) | > loss_disc_real_0: 0.15186342597007751 (0.14948086572044036) | > loss_disc_real_1: 0.1903262436389923 (0.18465356923201504) | > loss_disc_real_2: 0.20969872176647186 (0.20268057812662685) | > loss_disc_real_3: 0.27615705132484436 (0.1861720067613265) | > loss_disc_real_4: 0.24519886076450348 (0.20558912175543168) | > loss_disc_real_5: 0.3398033082485199 (0.22463494188645305) | > loss_0: 2.4945311546325684 (2.45178942119374) | > loss_gen: 2.4464328289031982 (2.2008528358796062) | > loss_kl: 2.6278932094573975 (3.0494429223677693) | > loss_feat: 5.275206565856934 (6.815979340497186) | > loss_mel: 16.172948837280273 (17.427477500017954) | > loss_duration: 2.4317479133605957 (2.366137574700748) | > loss_1: 28.9542293548584 (31.859890096327838)  --> STEP: 18 | > loss_disc: 2.4532222747802734 (2.4518690241707697) | > loss_disc_real_0: 0.05674825236201286 (0.14432905386719438) | > loss_disc_real_1: 0.21350327134132385 (0.18625633046030998) | > loss_disc_real_2: 0.2091125100851059 (0.2030379076798757) | > loss_disc_real_3: 0.1858171820640564 (0.18615229427814484) | > loss_disc_real_4: 0.16939952969551086 (0.20357858886321387) | > loss_disc_real_5: 0.15540136396884918 (0.22078863200214174) | > loss_0: 2.4532222747802734 (2.4518690241707697) | > loss_gen: 1.956725835800171 (2.187290224764082) | > loss_kl: 2.4891631603240967 (3.0183162689208984) | > loss_feat: 6.912266731262207 (6.821328639984131) | > loss_mel: 18.92566680908203 (17.510710239410404) | > loss_duration: 2.2679200172424316 (2.3606810437308416) | > loss_1: 32.55174255371094 (31.898326343960232)  --> STEP: 19 | > loss_disc: 2.625674247741699 (2.461016667516608) | > loss_disc_real_0: 0.23022377490997314 (0.14884982865891958) | > loss_disc_real_1: 0.213808074593544 (0.18770642225679599) | > loss_disc_real_2: 0.20949624478816986 (0.2033778201592596) | > loss_disc_real_3: 0.24046054482460022 (0.18901062325427406) | > loss_disc_real_4: 0.23460857570171356 (0.20521174606524015) | > loss_disc_real_5: 0.2543320059776306 (0.2225540727376938) | > loss_0: 2.625674247741699 (2.461016667516608) | > loss_gen: 2.1382107734680176 (2.1847070957484997) | > loss_kl: 2.2760488986968994 (2.9792495652248987) | > loss_feat: 5.373447895050049 (6.7451243902507585) | > loss_mel: 16.310823440551758 (17.44755830262837) | > loss_duration: 2.33064866065979 (2.35910039199026) | > loss_1: 28.42917823791504 (31.7157396015368)  --> STEP: 20 | > loss_disc: 2.6175429821014404 (2.4688429832458496) | > loss_disc_real_0: 0.10722367465496063 (0.14676852095872164) | > loss_disc_real_1: 0.17408223450183868 (0.1870252128690481) | > loss_disc_real_2: 0.24768444895744324 (0.20559315159916877) | > loss_disc_real_3: 0.2040736824274063 (0.18976377621293067) | > loss_disc_real_4: 0.22346337139606476 (0.20612432733178138) | > loss_disc_real_5: 0.31467923521995544 (0.22716033086180687) | > loss_0: 2.6175429821014404 (2.4688429832458496) | > loss_gen: 2.068040609359741 (2.178873771429062) | > loss_kl: 2.6818442344665527 (2.9643792986869815) | > loss_feat: 6.048478603363037 (6.710292100906372) | > loss_mel: 18.349430084228516 (17.492651891708377) | > loss_duration: 2.323805093765259 (2.35733562707901) | > loss_1: 31.471599578857422 (31.70353260040283)  --> STEP: 21 | > loss_disc: 2.4968948364257812 (2.470178785778227) | > loss_disc_real_0: 0.152775377035141 (0.14705456172426543) | > loss_disc_real_1: 0.20916621387004852 (0.18807954625004814) | > loss_disc_real_2: 0.25748130679130554 (0.20806401613212766) | > loss_disc_real_3: 0.27969151735305786 (0.19404604960055577) | > loss_disc_real_4: 0.23211652040481567 (0.20736205081144968) | > loss_disc_real_5: 0.2777164578437805 (0.22956776547999608) | > loss_0: 2.4968948364257812 (2.470178785778227) | > loss_gen: 2.2872018814086914 (2.1840322528566634) | > loss_kl: 3.5816338062286377 (2.9937723704746793) | > loss_feat: 3.7382850646972656 (6.568767956324986) | > loss_mel: 13.560182571411133 (17.3053914478847) | > loss_duration: 2.156569480895996 (2.3477753344036283) | > loss_1: 25.323871612548828 (31.39973922002883)  --> STEP: 22 | > loss_disc: 2.2671871185302734 (2.460951891812411) | > loss_disc_real_0: 0.0753798708319664 (0.14379662122916093) | > loss_disc_real_1: 0.18103617429733276 (0.18775939297947017) | > loss_disc_real_2: 0.15332676470279694 (0.2055759592489763) | > loss_disc_real_3: 0.14430218935012817 (0.19178496504371817) | > loss_disc_real_4: 0.182589590549469 (0.20623602989045056) | > loss_disc_real_5: 0.19988131523132324 (0.2282183813777837) | > loss_0: 2.2671871185302734 (2.460951891812411) | > loss_gen: 2.1129889488220215 (2.1808030117641795) | > loss_kl: 2.561347246170044 (2.9741166830062866) | > loss_feat: 8.21895694732666 (6.6437765468250625) | > loss_mel: 16.167354583740234 (17.253662499514494) | > loss_duration: 2.204733371734619 (2.3412734270095825) | > loss_1: 31.265380859375 (31.393632021817293)  --> STEP: 23 | > loss_disc: 2.4670145511627197 (2.461215485697207) | > loss_disc_real_0: 0.1300913542509079 (0.1432007400561934) | > loss_disc_real_1: 0.17528125643730164 (0.1872168653037237) | > loss_disc_real_2: 0.17679870128631592 (0.20432477412016495) | > loss_disc_real_3: 0.22321149706840515 (0.19315133600131326) | > loss_disc_real_4: 0.22541745007038116 (0.20707000468088232) | > loss_disc_real_5: 0.2411748170852661 (0.22878170466941336) | > loss_0: 2.4670145511627197 (2.461215485697207) | > loss_gen: 2.1088151931762695 (2.1776731066081836) | > loss_kl: 2.5877678394317627 (2.9573189071986987) | > loss_feat: 7.224735736846924 (6.669035642043404) | > loss_mel: 16.472787857055664 (17.21971142810324) | > loss_duration: 2.299104690551758 (2.339440003685329) | > loss_1: 30.693212509155273 (31.36317899952764)  --> STEP: 24 | > loss_disc: 2.5536727905273438 (2.465067873398463) | > loss_disc_real_0: 0.21096861362457275 (0.14602440145487589) | > loss_disc_real_1: 0.18826435506343842 (0.1872605107103785) | > loss_disc_real_2: 0.21926338970661163 (0.2049472164362669) | > loss_disc_real_3: 0.19280686974525452 (0.19313698324064413) | > loss_disc_real_4: 0.19272874295711517 (0.2064724521090587) | > loss_disc_real_5: 0.2641456425189972 (0.23025520207981268) | > loss_0: 2.5536727905273438 (2.465067873398463) | > loss_gen: 2.0883448123931885 (2.1739510943492255) | > loss_kl: 2.347224235534668 (2.931898295879364) | > loss_feat: 6.628869533538818 (6.667362054189046) | > loss_mel: 17.205951690673828 (17.219138105710346) | > loss_duration: 2.4364571571350098 (2.343482385079066) | > loss_1: 30.706846237182617 (31.3358318010966)  --> STEP: 25 | > loss_disc: 2.630608558654785 (2.471689500808716) | > loss_disc_real_0: 0.09620662033557892 (0.144031690210104) | > loss_disc_real_1: 0.1562582552433014 (0.1860204204916954) | > loss_disc_real_2: 0.17314238846302032 (0.20367502331733703) | > loss_disc_real_3: 0.25249093770980835 (0.1955111414194107) | > loss_disc_real_4: 0.21853558719158173 (0.2069549775123596) | > loss_disc_real_5: 0.2480095475912094 (0.23096537590026855) | > loss_0: 2.630608558654785 (2.471689500808716) | > loss_gen: 1.9313428401947021 (2.1642467641830443) | > loss_kl: 2.525096893310547 (2.9156262397766115) | > loss_feat: 6.1485066413879395 (6.646607837677002) | > loss_mel: 16.471214294433594 (17.18922115325928) | > loss_duration: 2.3515918254852295 (2.3438067626953125) | > loss_1: 29.427751541137695 (31.259508590698243)  --> STEP: 26 | > loss_disc: 2.706860065460205 (2.4807345225260806) | > loss_disc_real_0: 0.05114870145916939 (0.1404592675658373) | > loss_disc_real_1: 0.2580072581768036 (0.18878914501804572) | > loss_disc_real_2: 0.1672932356595993 (0.20227572379203942) | > loss_disc_real_3: 0.1785087138414383 (0.194857201897181) | > loss_disc_real_4: 0.2143303006887436 (0.2072386437883744) | > loss_disc_real_5: 0.2532930374145508 (0.23182413211235633) | > loss_0: 2.706860065460205 (2.4807345225260806) | > loss_gen: 1.5754621028900146 (2.1416012002871585) | > loss_kl: 2.8454430103302 (2.912926884797903) | > loss_feat: 3.752387523651123 (6.53529167175293) | > loss_mel: 15.053215026855469 (17.107067071474518) | > loss_duration: 2.302964687347412 (2.3422359136434703) | > loss_1: 25.52947425842285 (31.039122654841496) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024442764428945687 (+8.051212017352698e-06) | > avg_loss_disc: 2.4807345225260806 (-0.010260884578411567) | > avg_loss_disc_real_0: 0.1404592675658373 (-0.04176442181834805) | > avg_loss_disc_real_1: 0.18878914501804572 (-0.08595544013839507) | > avg_loss_disc_real_2: 0.20227572379203942 (-0.033765242363397896) | > avg_loss_disc_real_3: 0.194857201897181 (-0.04819936076035866) | > avg_loss_disc_real_4: 0.2072386437883744 (-0.04145980884249398) | > avg_loss_disc_real_5: 0.23182413211235633 (+0.01486809494403693) | > avg_loss_0: 2.4807345225260806 (-0.010260884578411567) | > avg_loss_gen: 2.1416012002871585 (-0.3726359926737275) | > avg_loss_kl: 2.912926884797903 (-0.08139813863314149) | > avg_loss_feat: 6.53529167175293 (+0.03742427092332079) | > avg_loss_mel: 17.107067071474518 (+0.022232679220348217) | > avg_loss_duration: 2.3422359136434703 (-0.0034319437467136282) | > avg_loss_1: 31.039122654841496 (-0.3978091753446158)  > EPOCH: 724/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:12:55)   --> TIME: 2024-06-11 23:12:58 -- STEP: 4/330 -- GLOBAL_STEP: 326925 | > loss_disc: 2.2832858562469482 (2.2874016165733337) | > loss_disc_real_0: 0.1124180257320404 (0.11983377113938332) | > loss_disc_real_1: 0.18379399180412292 (0.20602843910455704) | > loss_disc_real_2: 0.20130868256092072 (0.20921530202031136) | > loss_disc_real_3: 0.22835031151771545 (0.20113825798034668) | > loss_disc_real_4: 0.23431837558746338 (0.21337314322590828) | > loss_disc_real_5: 0.2120748907327652 (0.21514775976538658) | > loss_0: 2.2832858562469482 (2.2874016165733337) | > grad_norm_0: tensor(9.1335, device='cuda:0') (tensor(13.0159, device='cuda:0')) | > loss_gen: 2.442368507385254 (2.5129635334014893) | > loss_kl: 2.067556142807007 (2.0018333792686462) | > loss_feat: 5.898844242095947 (6.545310854911804) | > loss_mel: 17.08014488220215 (17.62497854232788) | > loss_duration: 2.129828929901123 (2.16801255941391) | > loss_1: 29.618743896484375 (30.853100299835205) | > grad_norm_1: tensor(129.7270, device='cuda:0') (tensor(87.8754, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3684 (0.38919538259506226) | > loader_time: 0.0028 (0.0033431649208068848)  --> TIME: 2024-06-11 23:13:07 -- STEP: 29/330 -- GLOBAL_STEP: 326950 | > loss_disc: 2.4663543701171875 (2.3415026582520584) | > loss_disc_real_0: 0.11012826859951019 (0.11033279166139405) | > loss_disc_real_1: 0.1981857419013977 (0.1961912800525797) | > loss_disc_real_2: 0.2476101815700531 (0.21137522161006927) | > loss_disc_real_3: 0.22568318247795105 (0.225725290076486) | > loss_disc_real_4: 0.2424352616071701 (0.2328152959716731) | > loss_disc_real_5: 0.23868639767169952 (0.2229093703730353) | > loss_0: 2.4663543701171875 (2.3415026582520584) | > grad_norm_0: tensor(7.2748, device='cuda:0') (tensor(9.0490, device='cuda:0')) | > loss_gen: 2.5080103874206543 (2.5047483444213867) | > loss_kl: 2.0996005535125732 (1.9553276629283511) | > loss_feat: 7.186470985412598 (6.959093850234459) | > loss_mel: 18.30918312072754 (17.500284721111424) | > loss_duration: 1.9863202571868896 (2.0241840543418097) | > loss_1: 32.08958435058594 (30.943638768689386) | > grad_norm_1: tensor(65.2848, device='cuda:0') (tensor(81.6635, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3727 (0.36457724406801423) | > loader_time: 0.0037 (0.0033850423220930428)  --> TIME: 2024-06-11 23:13:17 -- STEP: 54/330 -- GLOBAL_STEP: 326975 | > loss_disc: 2.4322781562805176 (2.380979281884653) | > loss_disc_real_0: 0.10672302544116974 (0.11305244184202617) | > loss_disc_real_1: 0.1711084395647049 (0.1989318678776423) | > loss_disc_real_2: 0.20967267453670502 (0.21335891661820588) | > loss_disc_real_3: 0.2340470850467682 (0.23010593707914706) | > loss_disc_real_4: 0.2530324459075928 (0.23629901585755525) | > loss_disc_real_5: 0.25400295853614807 (0.2229214197507611) | > loss_0: 2.4322781562805176 (2.380979281884653) | > grad_norm_0: tensor(9.0142, device='cuda:0') (tensor(8.5191, device='cuda:0')) | > loss_gen: 2.4394795894622803 (2.481212549739414) | > loss_kl: 2.0290844440460205 (1.9672101669841342) | > loss_feat: 7.99240779876709 (6.920206590935036) | > loss_mel: 17.978239059448242 (17.492931860464594) | > loss_duration: 1.9400759935379028 (2.0015862606189874) | > loss_1: 32.37928771972656 (30.863147488346808) | > grad_norm_1: tensor(74.1261, device='cuda:0') (tensor(81.0756, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3639 (0.3653238791006583) | > loader_time: 0.0035 (0.0034079551696777344)  --> TIME: 2024-06-11 23:13:26 -- STEP: 79/330 -- GLOBAL_STEP: 327000 | > loss_disc: 2.384932041168213 (2.372489781319341) | > loss_disc_real_0: 0.0963323637843132 (0.11365170852292943) | > loss_disc_real_1: 0.2003238946199417 (0.19732342019111299) | > loss_disc_real_2: 0.24291250109672546 (0.212664624935464) | > loss_disc_real_3: 0.22659531235694885 (0.2293188207888905) | > loss_disc_real_4: 0.23789893090724945 (0.2345984029241755) | > loss_disc_real_5: 0.2319873422384262 (0.22307089442693734) | > loss_0: 2.384932041168213 (2.372489781319341) | > grad_norm_0: tensor(9.2487, device='cuda:0') (tensor(7.9508, device='cuda:0')) | > loss_gen: 2.392521858215332 (2.4707495049585266) | > loss_kl: 1.889025092124939 (1.9804075533830667) | > loss_feat: 6.798736095428467 (6.969700378707692) | > loss_mel: 17.231618881225586 (17.451753230034555) | > loss_duration: 1.9427146911621094 (1.9937569446201566) | > loss_1: 30.254615783691406 (30.86636760566808) | > grad_norm_1: tensor(97.8575, device='cuda:0') (tensor(77.4796, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3959 (0.3692634890351114) | > loader_time: 0.0042 (0.0035336560840848125) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_327000.pth  --> TIME: 2024-06-11 23:13:41 -- STEP: 104/330 -- GLOBAL_STEP: 327025 | > loss_disc: 2.331460475921631 (2.367298726852125) | > loss_disc_real_0: 0.10072377324104309 (0.1138874962209509) | > loss_disc_real_1: 0.21734316647052765 (0.19652006316643497) | > loss_disc_real_2: 0.2141011655330658 (0.2123792558335341) | > loss_disc_real_3: 0.2178439199924469 (0.228770551773218) | > loss_disc_real_4: 0.24614186584949493 (0.2338736752191415) | > loss_disc_real_5: 0.2346320003271103 (0.22317778104199812) | > loss_0: 2.331460475921631 (2.367298726852125) | > grad_norm_0: tensor(4.9346, device='cuda:0') (tensor(7.6923, device='cuda:0')) | > loss_gen: 2.4400055408477783 (2.473537103487895) | > loss_kl: 1.9944225549697876 (2.0002115850265207) | > loss_feat: 6.783125877380371 (6.96439115359233) | > loss_mel: 17.08527374267578 (17.416516047257645) | > loss_duration: 2.0483951568603516 (1.9951682961904085) | > loss_1: 30.351224899291992 (30.849824300179115) | > grad_norm_1: tensor(60.3493, device='cuda:0') (tensor(74.1462, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3575 (0.37172003663503206) | > loader_time: 0.0039 (0.003634439064906194)  --> TIME: 2024-06-11 23:13:51 -- STEP: 129/330 -- GLOBAL_STEP: 327050 | > loss_disc: 2.3204145431518555 (2.3645881719367465) | > loss_disc_real_0: 0.11529111862182617 (0.11406206830527431) | > loss_disc_real_1: 0.19491802155971527 (0.19700154373350073) | > loss_disc_real_2: 0.19889602065086365 (0.2110675880613253) | > loss_disc_real_3: 0.22708359360694885 (0.22863393271154211) | > loss_disc_real_4: 0.24742238223552704 (0.23275518082371055) | > loss_disc_real_5: 0.2071889340877533 (0.223203463147777) | > loss_0: 2.3204145431518555 (2.3645881719367465) | > grad_norm_0: tensor(4.8419, device='cuda:0') (tensor(7.8543, device='cuda:0')) | > loss_gen: 2.5570499897003174 (2.4763274895128355) | > loss_kl: 2.136098861694336 (2.002577564513037) | > loss_feat: 6.870716571807861 (6.980327517487282) | > loss_mel: 17.72859001159668 (17.402039121287732) | > loss_duration: 1.981520414352417 (1.997974721036216) | > loss_1: 31.273975372314453 (30.85924649793048) | > grad_norm_1: tensor(58.3561, device='cuda:0') (tensor(77.2272, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.37 (0.374443300010622) | > loader_time: 0.0039 (0.00369531978932462)  --> TIME: 2024-06-11 23:14:00 -- STEP: 154/330 -- GLOBAL_STEP: 327075 | > loss_disc: 2.418243408203125 (2.365439342213917) | > loss_disc_real_0: 0.1265518069267273 (0.1144524910910563) | > loss_disc_real_1: 0.27119675278663635 (0.19641945859441504) | > loss_disc_real_2: 0.22096268832683563 (0.2113716255921822) | > loss_disc_real_3: 0.2564113438129425 (0.22834421345939884) | > loss_disc_real_4: 0.2472805231809616 (0.23296785944855058) | > loss_disc_real_5: 0.24254664778709412 (0.2232688432196518) | > loss_0: 2.418243408203125 (2.365439342213917) | > grad_norm_0: tensor(12.7977, device='cuda:0') (tensor(8.9417, device='cuda:0')) | > loss_gen: 2.5334997177124023 (2.4740697563468643) | > loss_kl: 2.014228105545044 (2.0102079781618993) | > loss_feat: 6.952062606811523 (6.948266636241566) | > loss_mel: 17.006927490234375 (17.37532005062351) | > loss_duration: 2.016559600830078 (2.0013733831318943) | > loss_1: 30.523277282714844 (30.8092379136519) | > grad_norm_1: tensor(80.7032, device='cuda:0') (tensor(93.0409, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3825 (0.3757545344241254) | > loader_time: 0.0037 (0.003762415477207729)  --> TIME: 2024-06-11 23:14:10 -- STEP: 179/330 -- GLOBAL_STEP: 327100 | > loss_disc: 2.3556551933288574 (2.36863651222357) | > loss_disc_real_0: 0.11853291094303131 (0.1151898775936505) | > loss_disc_real_1: 0.19346298277378082 (0.1964760286181998) | > loss_disc_real_2: 0.21824368834495544 (0.211913911490467) | > loss_disc_real_3: 0.20965780317783356 (0.2295458330122452) | > loss_disc_real_4: 0.25112810730934143 (0.23359008666190356) | > loss_disc_real_5: 0.2300538569688797 (0.22378615701997745) | > loss_0: 2.3556551933288574 (2.36863651222357) | > grad_norm_0: tensor(10.2286, device='cuda:0') (tensor(9.8545, device='cuda:0')) | > loss_gen: 2.551820993423462 (2.4742835833373693) | > loss_kl: 2.131697654724121 (2.018070163673529) | > loss_feat: 7.6044697761535645 (6.957274365025525) | > loss_mel: 17.986852645874023 (17.375524403662656) | > loss_duration: 2.05796480178833 (2.0081710802110218) | > loss_1: 32.33280563354492 (30.8333236971381) | > grad_norm_1: tensor(289.2693, device='cuda:0') (tensor(108.6560, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3959 (0.37777178647131904) | > loader_time: 0.0044 (0.0038516388259120494)  --> TIME: 2024-06-11 23:14:20 -- STEP: 204/330 -- GLOBAL_STEP: 327125 | > loss_disc: 2.5111751556396484 (2.3703249985096515) | > loss_disc_real_0: 0.1546163707971573 (0.11634753987777467) | > loss_disc_real_1: 0.17054767906665802 (0.1966167749727473) | > loss_disc_real_2: 0.18765835464000702 (0.21232976296953127) | > loss_disc_real_3: 0.2289106845855713 (0.22943471233342208) | > loss_disc_real_4: 0.22433780133724213 (0.23291274832159864) | > loss_disc_real_5: 0.20447854697704315 (0.22292537958014244) | > loss_0: 2.5111751556396484 (2.3703249985096515) | > grad_norm_0: tensor(19.0208, device='cuda:0') (tensor(12.1240, device='cuda:0')) | > loss_gen: 2.3791565895080566 (2.4771220660677145) | > loss_kl: 2.3100743293762207 (2.0245021862142223) | > loss_feat: 7.45468282699585 (6.96132029505337) | > loss_mel: 17.347299575805664 (17.36929799061195) | > loss_duration: 2.020111083984375 (2.016114667934529) | > loss_1: 31.511323928833008 (30.848357322169285) | > grad_norm_1: tensor(239.4450, device='cuda:0') (tensor(140.6186, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.403 (0.37993727945813954) | > loader_time: 0.0047 (0.003978286303725897)  --> TIME: 2024-06-11 23:14:31 -- STEP: 229/330 -- GLOBAL_STEP: 327150 | > loss_disc: 2.324552059173584 (2.3714810958595782) | > loss_disc_real_0: 0.09134047478437424 (0.11853253581117855) | > loss_disc_real_1: 0.20656433701515198 (0.19679245600013226) | > loss_disc_real_2: 0.24562884867191315 (0.21245551512751518) | > loss_disc_real_3: 0.2595581114292145 (0.2297207754121597) | > loss_disc_real_4: 0.22752362489700317 (0.23234323395912304) | > loss_disc_real_5: 0.17573973536491394 (0.22222057264704892) | > loss_0: 2.324552059173584 (2.3714810958595782) | > grad_norm_0: tensor(41.8565, device='cuda:0') (tensor(16.1995, device='cuda:0')) | > loss_gen: 2.505642890930176 (2.483085351219344) | > loss_kl: 2.149672269821167 (2.026258000119805) | > loss_feat: 6.956173419952393 (6.97100815085865) | > loss_mel: 17.475679397583008 (17.331280354329067) | > loss_duration: 2.1440823078155518 (2.0252247694798418) | > loss_1: 31.23124885559082 (30.836856717105515) | > grad_norm_1: tensor(517.3726, device='cuda:0') (tensor(176.0702, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.3997 (0.38266590276659845) | > loader_time: 0.0053 (0.004087331513650552)  --> TIME: 2024-06-11 23:14:41 -- STEP: 254/330 -- GLOBAL_STEP: 327175 | > loss_disc: 2.3268864154815674 (2.371234961382048) | > loss_disc_real_0: 0.09396874159574509 (0.11899786404385342) | > loss_disc_real_1: 0.14450885355472565 (0.19683963365442164) | > loss_disc_real_2: 0.20791544020175934 (0.2126128380810182) | > loss_disc_real_3: 0.22878636419773102 (0.2294527191932746) | > loss_disc_real_4: 0.22100435197353363 (0.23221862849992092) | > loss_disc_real_5: 0.19538575410842896 (0.22187399928729365) | > loss_0: 2.3268864154815674 (2.371234961382048) | > grad_norm_0: tensor(48.6730, device='cuda:0') (tensor(18.4024, device='cuda:0')) | > loss_gen: 2.4287619590759277 (2.484502853371027) | > loss_kl: 2.216495990753174 (2.0309092186567352) | > loss_feat: 7.251797199249268 (6.971772456732322) | > loss_mel: 17.490074157714844 (17.30348261134831) | > loss_duration: 2.0756216049194336 (2.0327059457621215) | > loss_1: 31.462749481201172 (30.82337318630669) | > grad_norm_1: tensor(457.1795, device='cuda:0') (tensor(201.4296, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.4453 (0.3864096168457993) | > loader_time: 0.0055 (0.004223832933921513)  --> TIME: 2024-06-11 23:14:53 -- STEP: 279/330 -- GLOBAL_STEP: 327200 | > loss_disc: 2.363610029220581 (2.3748807702013255) | > loss_disc_real_0: 0.16413015127182007 (0.12059669850868136) | > loss_disc_real_1: 0.24324257671833038 (0.19748344584818806) | > loss_disc_real_2: 0.21771623194217682 (0.21257997750167776) | > loss_disc_real_3: 0.22050024569034576 (0.22984738781460726) | > loss_disc_real_4: 0.23747827112674713 (0.2321469267850281) | > loss_disc_real_5: 0.25257307291030884 (0.22184764014350045) | > loss_0: 2.363610029220581 (2.3748807702013255) | > grad_norm_0: tensor(36.6828, device='cuda:0') (tensor(19.5089, device='cuda:0')) | > loss_gen: 2.6275525093078613 (2.4823706150054927) | > loss_kl: 2.099073886871338 (2.0321888859554007) | > loss_feat: 7.469149589538574 (6.983458959928124) | > loss_mel: 16.652204513549805 (17.26284167587116) | > loss_duration: 2.133929967880249 (2.042401493663854) | > loss_1: 30.981910705566406 (30.80326177398791) | > grad_norm_1: tensor(509.0195, device='cuda:0') (tensor(216.4184, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.4391 (0.3904809550145194) | > loader_time: 0.0061 (0.00436961949939796)  --> TIME: 2024-06-11 23:15:04 -- STEP: 304/330 -- GLOBAL_STEP: 327225 | > loss_disc: 2.416048049926758 (2.3780981255205074) | > loss_disc_real_0: 0.08318105340003967 (0.12150253978018698) | > loss_disc_real_1: 0.1687883585691452 (0.19794690927588626) | > loss_disc_real_2: 0.18644875288009644 (0.21290733047613972) | > loss_disc_real_3: 0.2391916662454605 (0.22974366351569953) | > loss_disc_real_4: 0.22179317474365234 (0.23197890391671344) | > loss_disc_real_5: 0.2006358653306961 (0.22207688157887837) | > loss_0: 2.416048049926758 (2.3780981255205074) | > grad_norm_0: tensor(24.0957, device='cuda:0') (tensor(20.8326, device='cuda:0')) | > loss_gen: 2.319326400756836 (2.4777601588713494) | > loss_kl: 2.182253837585449 (2.0361252611404974) | > loss_feat: 8.384788513183594 (6.974898407333777) | > loss_mel: 17.08980941772461 (17.217179605835362) | > loss_duration: 2.1972343921661377 (2.053261892968101) | > loss_1: 32.17341232299805 (30.759225424967315) | > grad_norm_1: tensor(519.8575, device='cuda:0') (tensor(231.8347, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 0.4712 (0.39645134304699153) | > loader_time: 0.0068 (0.004543342088398181)  --> TIME: 2024-06-11 23:15:33 -- STEP: 329/330 -- GLOBAL_STEP: 327250 | > loss_disc: 2.507408857345581 (2.384190192700882) | > loss_disc_real_0: 0.1431250125169754 (0.12371041700470412) | > loss_disc_real_1: 0.14811204373836517 (0.19862279902837926) | > loss_disc_real_2: 0.219404935836792 (0.21304132859576436) | > loss_disc_real_3: 0.16583925485610962 (0.2299898855139057) | > loss_disc_real_4: 0.18114900588989258 (0.23238462408987584) | > loss_disc_real_5: 0.16785560548305511 (0.22213323577377933) | > loss_0: 2.507408857345581 (2.384190192700882) | > grad_norm_0: tensor(11.5762, device='cuda:0') (tensor(21.3923, device='cuda:0')) | > loss_gen: 2.160705089569092 (2.473454513086012) | > loss_kl: 2.1871533393859863 (2.040769074100854) | > loss_feat: 10.41911792755127 (7.062610391425508) | > loss_mel: 17.02388572692871 (17.19696194784982) | > loss_duration: 2.2847023010253906 (2.067594314781002) | > loss_1: 34.075565338134766 (30.841390372047307) | > grad_norm_1: tensor(321.9277, device='cuda:0') (tensor(240.1462, device='cuda:0')) | > current_lr_0: 0.00018269383332914603 | > current_lr_1: 0.00018269383332914603 | > step_time: 14.4343 (0.4518474017957786) | > loader_time: 0.0343 (0.004991121929829606)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4657399654388428 (2.4657399654388428) | > loss_disc_real_0: 0.10501765459775925 (0.10501765459775925) | > loss_disc_real_1: 0.23970811069011688 (0.23970811069011688) | > loss_disc_real_2: 0.20796054601669312 (0.20796054601669312) | > loss_disc_real_3: 0.14491765201091766 (0.14491765201091766) | > loss_disc_real_4: 0.25706198811531067 (0.25706198811531067) | > loss_disc_real_5: 0.18943575024604797 (0.18943575024604797) | > loss_0: 2.4657399654388428 (2.4657399654388428) | > loss_gen: 2.245521068572998 (2.245521068572998) | > loss_kl: 2.095397710800171 (2.095397710800171) | > loss_feat: 7.772669315338135 (7.772669315338135) | > loss_mel: 18.413562774658203 (18.413562774658203) | > loss_duration: 2.9607346057891846 (2.9607346057891846) | > loss_1: 33.487884521484375 (33.487884521484375)  --> STEP: 1 | > loss_disc: 2.2172484397888184 (2.2172484397888184) | > loss_disc_real_0: 0.05180748552083969 (0.05180748552083969) | > loss_disc_real_1: 0.17581738531589508 (0.17581738531589508) | > loss_disc_real_2: 0.17997749149799347 (0.17997749149799347) | > loss_disc_real_3: 0.18096517026424408 (0.18096517026424408) | > loss_disc_real_4: 0.261940062046051 (0.261940062046051) | > loss_disc_real_5: 0.24876798689365387 (0.24876798689365387) | > loss_0: 2.2172484397888184 (2.2172484397888184) | > loss_gen: 2.2821528911590576 (2.2821528911590576) | > loss_kl: 4.059686660766602 (4.059686660766602) | > loss_feat: 7.16997766494751 (7.16997766494751) | > loss_mel: 18.04595375061035 (18.04595375061035) | > loss_duration: 2.3901803493499756 (2.3901803493499756) | > loss_1: 33.94794845581055 (33.94794845581055)  --> STEP: 2 | > loss_disc: 2.333780288696289 (2.2755143642425537) | > loss_disc_real_0: 0.0820542648434639 (0.0669308751821518) | > loss_disc_real_1: 0.2237659990787506 (0.19979169219732285) | > loss_disc_real_2: 0.23785695433616638 (0.20891722291707993) | > loss_disc_real_3: 0.20558154582977295 (0.19327335804700851) | > loss_disc_real_4: 0.1815112978219986 (0.2217256799340248) | > loss_disc_real_5: 0.21782273054122925 (0.23329535871744156) | > loss_0: 2.333780288696289 (2.2755143642425537) | > loss_gen: 2.2172188758850098 (2.2496858835220337) | > loss_kl: 2.671581268310547 (3.365633964538574) | > loss_feat: 6.639648914337158 (6.904813289642334) | > loss_mel: 17.678791046142578 (17.862372398376465) | > loss_duration: 2.45654296875 (2.423361659049988) | > loss_1: 31.663782119750977 (32.80586528778076)  --> STEP: 3 | > loss_disc: 2.2802023887634277 (2.277077039082845) | > loss_disc_real_0: 0.10166306793689728 (0.07850827276706696) | > loss_disc_real_1: 0.15525883436203003 (0.18494740625222525) | > loss_disc_real_2: 0.18817520141601562 (0.2020032157500585) | > loss_disc_real_3: 0.20529091358184814 (0.19727920989195505) | > loss_disc_real_4: 0.17601045966148376 (0.20648727317651114) | > loss_disc_real_5: 0.14684239029884338 (0.20447770257790884) | > loss_0: 2.2802023887634277 (2.277077039082845) | > loss_gen: 2.1037352085113525 (2.201035658518473) | > loss_kl: 3.273367166519165 (3.334878365198771) | > loss_feat: 6.939083099365234 (6.916236559549968) | > loss_mel: 18.359010696411133 (18.027918497721355) | > loss_duration: 2.2889974117279053 (2.3785735766092935) | > loss_1: 32.96419143676758 (32.85864067077637)  --> STEP: 4 | > loss_disc: 2.319363594055176 (2.2876486778259277) | > loss_disc_real_0: 0.05505704879760742 (0.07264546677470207) | > loss_disc_real_1: 0.1712293177843094 (0.18151788413524628) | > loss_disc_real_2: 0.1916799396276474 (0.19942239671945572) | > loss_disc_real_3: 0.2186177521944046 (0.20261384546756744) | > loss_disc_real_4: 0.1848565638065338 (0.2010795958340168) | > loss_disc_real_5: 0.1801142543554306 (0.19838684052228928) | > loss_0: 2.319363594055176 (2.2876486778259277) | > loss_gen: 2.102309465408325 (2.1763541102409363) | > loss_kl: 3.9616055488586426 (3.491560161113739) | > loss_feat: 7.129889965057373 (6.969649910926819) | > loss_mel: 17.56024742126465 (17.911000728607178) | > loss_duration: 2.3373560905456543 (2.368269205093384) | > loss_1: 33.091407775878906 (32.916832447052)  --> STEP: 5 | > loss_disc: 2.2582778930664062 (2.2817745208740234) | > loss_disc_real_0: 0.06752535700798035 (0.07162144482135772) | > loss_disc_real_1: 0.1549743413925171 (0.17620917558670043) | > loss_disc_real_2: 0.1847333461046219 (0.19648458659648896) | > loss_disc_real_3: 0.19584007561206818 (0.2012590914964676) | > loss_disc_real_4: 0.20117267966270447 (0.20109821259975433) | > loss_disc_real_5: 0.19785580039024353 (0.19828063249588013) | > loss_0: 2.2582778930664062 (2.2817745208740234) | > loss_gen: 2.01827073097229 (2.144737434387207) | > loss_kl: 2.6635351181030273 (3.3259551525115967) | > loss_feat: 5.681098937988281 (6.711939716339112) | > loss_mel: 18.829471588134766 (18.094694900512696) | > loss_duration: 2.3568177223205566 (2.3659789085388185) | > loss_1: 31.5491943359375 (32.6433048248291)  --> STEP: 6 | > loss_disc: 2.349184513092041 (2.2930095195770264) | > loss_disc_real_0: 0.03899092972278595 (0.06618302563826244) | > loss_disc_real_1: 0.22170300781726837 (0.18379148095846176) | > loss_disc_real_2: 0.26545706391334534 (0.20797999948263168) | > loss_disc_real_3: 0.27271267771720886 (0.2131680225332578) | > loss_disc_real_4: 0.269724577665329 (0.21253594011068344) | > loss_disc_real_5: 0.22438837587833405 (0.20263192305962244) | > loss_0: 2.349184513092041 (2.2930095195770264) | > loss_gen: 2.434278964996338 (2.1929943561553955) | > loss_kl: 3.17549204826355 (3.3008779684702554) | > loss_feat: 5.746594429016113 (6.551048835118611) | > loss_mel: 18.11786460876465 (18.098556518554688) | > loss_duration: 2.2193684577941895 (2.3415438334147134) | > loss_1: 31.6935977935791 (32.485020319620766)  --> STEP: 7 | > loss_disc: 2.2743706703186035 (2.290346826825823) | > loss_disc_real_0: 0.12473169714212418 (0.07454712156738554) | > loss_disc_real_1: 0.20509769022464752 (0.18683522513934545) | > loss_disc_real_2: 0.20609067380428314 (0.20771009581429617) | > loss_disc_real_3: 0.22332412004470825 (0.21461889360632216) | > loss_disc_real_4: 0.17887648940086365 (0.20772744715213776) | > loss_disc_real_5: 0.1710376739501953 (0.19811845890113286) | > loss_0: 2.2743706703186035 (2.290346826825823) | > loss_gen: 2.2153375148773193 (2.1961862359728133) | > loss_kl: 4.1320905685424805 (3.4196226256234303) | > loss_feat: 5.772924900054932 (6.439888272966657) | > loss_mel: 18.14450454711914 (18.105120522635325) | > loss_duration: 2.5588507652282715 (2.3725876808166504) | > loss_1: 32.823707580566406 (32.533404214041575)  --> STEP: 8 | > loss_disc: 2.2207980155944824 (2.2816532254219055) | > loss_disc_real_0: 0.13435666263103485 (0.0820233142003417) | > loss_disc_real_1: 0.18644516170024872 (0.18678646720945835) | > loss_disc_real_2: 0.21852527558803558 (0.2090619932860136) | > loss_disc_real_3: 0.16512687504291534 (0.2084323912858963) | > loss_disc_real_4: 0.16181041300296783 (0.20198781788349152) | > loss_disc_real_5: 0.1208954006433487 (0.18846557661890984) | > loss_0: 2.2207980155944824 (2.2816532254219055) | > loss_gen: 2.387134075164795 (2.220054715871811) | > loss_kl: 3.295961380004883 (3.404164969921112) | > loss_feat: 11.583831787109375 (7.082881212234497) | > loss_mel: 20.231895446777344 (18.370967388153076) | > loss_duration: 2.248180866241455 (2.357036828994751) | > loss_1: 39.74700164794922 (33.43510389328003)  --> STEP: 9 | > loss_disc: 2.220158815383911 (2.2748205131954617) | > loss_disc_real_0: 0.08510983735322952 (0.08236626121732923) | > loss_disc_real_1: 0.12081639468669891 (0.17945645915137398) | > loss_disc_real_2: 0.2555112838745117 (0.2142230255736245) | > loss_disc_real_3: 0.2103402316570282 (0.2086443735493554) | > loss_disc_real_4: 0.2024330049753189 (0.2020372831159168) | > loss_disc_real_5: 0.14235931634902954 (0.18334265881114536) | > loss_0: 2.220158815383911 (2.2748205131954617) | > loss_gen: 2.363865613937378 (2.236033704545763) | > loss_kl: 2.5839552879333496 (3.313030560811361) | > loss_feat: 8.997849464416504 (7.295655462476942) | > loss_mel: 18.632715225219727 (18.40005048116048) | > loss_duration: 2.175741672515869 (2.33689292271932) | > loss_1: 34.754127502441406 (33.58166207207574)  --> STEP: 10 | > loss_disc: 2.3230698108673096 (2.2796454429626465) | > loss_disc_real_0: 0.06135927513241768 (0.08026556260883808) | > loss_disc_real_1: 0.2272629588842392 (0.1842371091246605) | > loss_disc_real_2: 0.23252718150615692 (0.21605344116687775) | > loss_disc_real_3: 0.2014826387166977 (0.20792820006608964) | > loss_disc_real_4: 0.18895471096038818 (0.20072902590036393) | > loss_disc_real_5: 0.187765434384346 (0.18378493636846543) | > loss_0: 2.3230698108673096 (2.2796454429626465) | > loss_gen: 2.2555055618286133 (2.2379808902740477) | > loss_kl: 2.8966729640960693 (3.2713948011398317) | > loss_feat: 6.776345729827881 (7.2437244892120365) | > loss_mel: 17.909446716308594 (18.350990104675294) | > loss_duration: 2.4165124893188477 (2.3448548793792723) | > loss_1: 32.25448226928711 (33.448944091796875)  --> STEP: 11 | > loss_disc: 2.5720930099487305 (2.3062315854159268) | > loss_disc_real_0: 0.12883996963500977 (0.08468141779303551) | > loss_disc_real_1: 0.27241331338882446 (0.19225312769412994) | > loss_disc_real_2: 0.3067915141582489 (0.22430235689336603) | > loss_disc_real_3: 0.21908152103424072 (0.20894213833592154) | > loss_disc_real_4: 0.24370041489601135 (0.20463551580905914) | > loss_disc_real_5: 0.22259853780269623 (0.18731344558975913) | > loss_0: 2.5720930099487305 (2.3062315854159268) | > loss_gen: 2.2940828800201416 (2.243081071160056) | > loss_kl: 3.3953680992126465 (3.282665100964633) | > loss_feat: 6.650120258331299 (7.189760468222878) | > loss_mel: 16.944108963012695 (18.2230918190696) | > loss_duration: 2.5008091926574707 (2.359032544222745) | > loss_1: 31.784488677978516 (33.29762996326793)  --> STEP: 12 | > loss_disc: 2.4446640014648438 (2.31776762008667) | > loss_disc_real_0: 0.09461105614900589 (0.08550888765603304) | > loss_disc_real_1: 0.2405468374490738 (0.19627760350704193) | > loss_disc_real_2: 0.25857308506965637 (0.22715825090805689) | > loss_disc_real_3: 0.2261350452899933 (0.2103748805820942) | > loss_disc_real_4: 0.23034778237342834 (0.20677820468942323) | > loss_disc_real_5: 0.13913492858409882 (0.18329856917262077) | > loss_0: 2.4446640014648438 (2.31776762008667) | > loss_gen: 2.1919288635253906 (2.2388183871905007) | > loss_kl: 3.192861318588257 (3.275181452433268) | > loss_feat: 5.618284702301025 (7.058804154396057) | > loss_mel: 15.05362319946289 (17.958969434102375) | > loss_duration: 2.3250021934509277 (2.3561966816584268) | > loss_1: 28.38170051574707 (32.887969175974526)  --> STEP: 13 | > loss_disc: 2.4354116916656494 (2.3268171640542836) | > loss_disc_real_0: 0.06919553875923157 (0.0842540146639714) | > loss_disc_real_1: 0.25234824419021606 (0.20059072971343994) | > loss_disc_real_2: 0.2441662847995758 (0.2284665612074045) | > loss_disc_real_3: 0.2221287339925766 (0.2112790231521313) | > loss_disc_real_4: 0.21388041973114014 (0.20732452892340147) | > loss_disc_real_5: 0.17118890583515167 (0.18236705660820007) | > loss_0: 2.4354116916656494 (2.3268171640542836) | > loss_gen: 2.068840503692627 (2.2257431653829722) | > loss_kl: 3.9195404052734375 (3.324747525728666) | > loss_feat: 6.890875816345215 (7.045886589930608) | > loss_mel: 16.777610778808594 (17.86809569138747) | > loss_duration: 2.287081718444824 (2.3508801460266113) | > loss_1: 31.943950653076172 (32.815352366520806)  --> STEP: 14 | > loss_disc: 2.4438135623931885 (2.3351740496499196) | > loss_disc_real_0: 0.13692837953567505 (0.0880164692976645) | > loss_disc_real_1: 0.14492669701576233 (0.19661472737789154) | > loss_disc_real_2: 0.20442672073841095 (0.22674942974533355) | > loss_disc_real_3: 0.13126729428768158 (0.20556389966181346) | > loss_disc_real_4: 0.18338686227798462 (0.205614695591586) | > loss_disc_real_5: 0.1375998556613922 (0.17916939939771379) | > loss_0: 2.4438135623931885 (2.3351740496499196) | > loss_gen: 1.9162368774414062 (2.203635573387146) | > loss_kl: 3.5891318321228027 (3.3436321190425327) | > loss_feat: 7.423929214477539 (7.072889634541103) | > loss_mel: 18.98851203918457 (17.948125430515834) | > loss_duration: 2.3895998001098633 (2.3536458356039867) | > loss_1: 34.307411193847656 (32.92192799704415)  --> STEP: 15 | > loss_disc: 2.499652624130249 (2.3461392879486085) | > loss_disc_real_0: 0.09506304562091827 (0.08848624105254808) | > loss_disc_real_1: 0.206030011177063 (0.19724241296450298) | > loss_disc_real_2: 0.24019086360931396 (0.22764552533626556) | > loss_disc_real_3: 0.2124110758304596 (0.20602037807305654) | > loss_disc_real_4: 0.21158140897750854 (0.20601247648398083) | > loss_disc_real_5: 0.1620381772518158 (0.1780273179213206) | > loss_0: 2.499652624130249 (2.3461392879486085) | > loss_gen: 2.1270830631256104 (2.1985320727030437) | > loss_kl: 3.537404775619507 (3.3565502961476645) | > loss_feat: 6.597855567932129 (7.041220696767171) | > loss_mel: 17.65916633605957 (17.928861490885417) | > loss_duration: 2.3958561420440674 (2.356459856033325) | > loss_1: 32.31736373901367 (32.88162371317545)  --> STEP: 16 | > loss_disc: 2.542527198791504 (2.3584135323762894) | > loss_disc_real_0: 0.20107215642929077 (0.09552286076359451) | > loss_disc_real_1: 0.18082596361637115 (0.19621638488024473) | > loss_disc_real_2: 0.2846129238605499 (0.23120598774403334) | > loss_disc_real_3: 0.23147302865982056 (0.2076111687347293) | > loss_disc_real_4: 0.23982134461402893 (0.20812553074210882) | > loss_disc_real_5: 0.15863552689552307 (0.17681533098220825) | > loss_0: 2.542527198791504 (2.3584135323762894) | > loss_gen: 2.2771353721618652 (2.20344477891922) | > loss_kl: 2.7487411499023438 (3.318562224507332) | > loss_feat: 7.135913848876953 (7.047139018774033) | > loss_mel: 15.93932056427002 (17.804515182971954) | > loss_duration: 2.3716161251068115 (2.357407122850418) | > loss_1: 30.472726821899414 (32.7310676574707)  --> STEP: 17 | > loss_disc: 2.42862606048584 (2.362543681088616) | > loss_disc_real_0: 0.07200326025485992 (0.094139354851316) | > loss_disc_real_1: 0.2096441239118576 (0.1970062518821043) | > loss_disc_real_2: 0.23072083294391632 (0.2311774492263794) | > loss_disc_real_3: 0.19960087537765503 (0.20713997500784256) | > loss_disc_real_4: 0.212164968252182 (0.2083631447132896) | > loss_disc_real_5: 0.2636127173900604 (0.18192105959443486) | > loss_0: 2.42862606048584 (2.362543681088616) | > loss_gen: 2.1556432247161865 (2.2006329227896297) | > loss_kl: 2.186030626296997 (3.251942718730253) | > loss_feat: 5.912500858306885 (6.980395597570083) | > loss_mel: 16.455615997314453 (17.725168172050925) | > loss_duration: 2.504122257232666 (2.3660374248729035) | > loss_1: 29.213912963867188 (32.52417620490579)  --> STEP: 18 | > loss_disc: 2.5689258575439453 (2.3740093575583563) | > loss_disc_real_0: 0.1162981316447258 (0.09537039800650543) | > loss_disc_real_1: 0.20318181812763214 (0.19734933889574474) | > loss_disc_real_2: 0.19293321669101715 (0.22905276964108148) | > loss_disc_real_3: 0.18504762649536133 (0.2059126223127047) | > loss_disc_real_4: 0.1893479973077774 (0.2073067476352056) | > loss_disc_real_5: 0.16848687827587128 (0.18117471618784797) | > loss_0: 2.5689258575439453 (2.3740093575583563) | > loss_gen: 1.900023102760315 (2.1839323772324457) | > loss_kl: 2.6511740684509277 (3.2185666826036243) | > loss_feat: 7.834621906280518 (7.027852614720662) | > loss_mel: 14.256863594055176 (17.532484584384495) | > loss_duration: 2.266085624694824 (2.3604845470852323) | > loss_1: 28.908767700195312 (32.32332017686632)  --> STEP: 19 | > loss_disc: 2.7087562084198 (2.3916276128668534) | > loss_disc_real_0: 0.17571304738521576 (0.09959895850012176) | > loss_disc_real_1: 0.23641398549079895 (0.1994053729270634) | > loss_disc_real_2: 0.20556654036045074 (0.22781665231052198) | > loss_disc_real_3: 0.20207375288009644 (0.20571057655309377) | > loss_disc_real_4: 0.22778084874153137 (0.20838433190395958) | > loss_disc_real_5: 0.18846313655376434 (0.1815583172597383) | > loss_0: 2.7087562084198 (2.3916276128668534) | > loss_gen: 1.9630389213562012 (2.172306405870538) | > loss_kl: 2.329019546508789 (3.1717484122828434) | > loss_feat: 5.625139236450195 (6.95402559481169) | > loss_mel: 16.199583053588867 (17.462331872237357) | > loss_duration: 2.3376777172088623 (2.359284187618055) | > loss_1: 28.454458236694336 (32.11969586422569)  --> STEP: 20 | > loss_disc: 2.3195924758911133 (2.3880258560180665) | > loss_disc_real_0: 0.04600543528795242 (0.0969192823395133) | > loss_disc_real_1: 0.15133680403232574 (0.1970019444823265) | > loss_disc_real_2: 0.21760351955890656 (0.2273059956729412) | > loss_disc_real_3: 0.19817136228084564 (0.20533361583948134) | > loss_disc_real_4: 0.24993635714054108 (0.21046193316578865) | > loss_disc_real_5: 0.2710351049900055 (0.18603215664625167) | > loss_0: 2.3195924758911133 (2.3880258560180665) | > loss_gen: 2.219179153442383 (2.1746500432491302) | > loss_kl: 2.383244514465332 (3.132323217391968) | > loss_feat: 7.6028642654418945 (6.9864675283432005) | > loss_mel: 18.904312133789062 (17.53443088531494) | > loss_duration: 2.288973331451416 (2.355768644809723) | > loss_1: 33.39857482910156 (32.18363981246948)  --> STEP: 21 | > loss_disc: 2.474257230758667 (2.392132111958095) | > loss_disc_real_0: 0.08796340227127075 (0.09649281186007318) | > loss_disc_real_1: 0.14861895143985748 (0.19469799243268512) | > loss_disc_real_2: 0.2770150899887085 (0.22967309540226347) | > loss_disc_real_3: 0.2711653411388397 (0.20846845990135557) | > loss_disc_real_4: 0.23426426947116852 (0.21159537775175913) | > loss_disc_real_5: 0.2316684126853943 (0.18820531169573465) | > loss_0: 2.474257230758667 (2.392132111958095) | > loss_gen: 2.1122231483459473 (2.1716773339680264) | > loss_kl: 3.133610725402832 (3.132384527297247) | > loss_feat: 4.223854064941406 (6.854914506276448) | > loss_mel: 12.312963485717773 (17.28578958057222) | > loss_duration: 2.19062876701355 (2.347904841105143) | > loss_1: 23.97327995300293 (31.79267029535203)  --> STEP: 22 | > loss_disc: 2.3968944549560547 (2.3923485820943657) | > loss_disc_real_0: 0.07168912887573242 (0.09536537172442133) | > loss_disc_real_1: 0.16181804239749908 (0.19320344924926758) | > loss_disc_real_2: 0.2501992881298065 (0.23060610416260632) | > loss_disc_real_3: 0.1569211333990097 (0.20612539960579437) | > loss_disc_real_4: 0.17745991051197052 (0.210043765604496) | > loss_disc_real_5: 0.15098893642425537 (0.18651365827430377) | > loss_0: 2.3968944549560547 (2.3923485820943657) | > loss_gen: 1.921371579170227 (2.1602997996590356) | > loss_kl: 2.5723278522491455 (3.1069274057041514) | > loss_feat: 7.6898345947265625 (6.892865419387817) | > loss_mel: 16.78154945373535 (17.26286957480691) | > loss_duration: 2.2428205013275146 (2.34312828020616) | > loss_1: 31.207904815673828 (31.766090046275746)  --> STEP: 23 | > loss_disc: 2.710352897644043 (2.4061748566834824) | > loss_disc_real_0: 0.13290368020534515 (0.09699747209315715) | > loss_disc_real_1: 0.2149117887020111 (0.19414729009503903) | > loss_disc_real_2: 0.2801041901111603 (0.23275819485602173) | > loss_disc_real_3: 0.20064076781272888 (0.20588693735392197) | > loss_disc_real_4: 0.20712709426879883 (0.20991695380729178) | > loss_disc_real_5: 0.2131560742855072 (0.18767202418783438) | > loss_0: 2.710352897644043 (2.4061748566834824) | > loss_gen: 1.78682279586792 (2.144061669059422) | > loss_kl: 2.8629603385925293 (3.0963201419166895) | > loss_feat: 5.123135089874268 (6.815920622452445) | > loss_mel: 16.548402786254883 (17.231805801391605) | > loss_duration: 2.319620132446289 (2.3421061868252964) | > loss_1: 28.640941619873047 (31.630214027736496)  --> STEP: 24 | > loss_disc: 2.3838582038879395 (2.405244996150335) | > loss_disc_real_0: 0.08836871385574341 (0.09663794049993157) | > loss_disc_real_1: 0.16081255674362183 (0.1927583428720633) | > loss_disc_real_2: 0.21362683176994324 (0.2319610547274351) | > loss_disc_real_3: 0.24594320356845856 (0.20755594844619432) | > loss_disc_real_4: 0.2842333912849426 (0.21301347203552723) | > loss_disc_real_5: 0.18953926861286163 (0.18774982603887716) | > loss_0: 2.3838582038879395 (2.405244996150335) | > loss_gen: 2.2443647384643555 (2.1482409636179605) | > loss_kl: 2.537175416946411 (3.073022445042928) | > loss_feat: 6.035086631774902 (6.783385872840881) | > loss_mel: 18.987594604492188 (17.30496366818746) | > loss_duration: 2.3938820362091064 (2.344263513882955) | > loss_1: 32.19810485839844 (31.653876145680744)  --> STEP: 25 | > loss_disc: 2.6469905376434326 (2.414914817810059) | > loss_disc_real_0: 0.1282346546649933 (0.09790180906653405) | > loss_disc_real_1: 0.22202137112617493 (0.19392886400222778) | > loss_disc_real_2: 0.25186780095100403 (0.23275732457637788) | > loss_disc_real_3: 0.2014266848564148 (0.20731077790260316) | > loss_disc_real_4: 0.18560755252838135 (0.2119172352552414) | > loss_disc_real_5: 0.17423726618289948 (0.18720932364463805) | > loss_0: 2.6469905376434326 (2.414914817810059) | > loss_gen: 1.8759607076644897 (2.1373497533798216) | > loss_kl: 3.251267910003662 (3.0801522636413576) | > loss_feat: 8.173969268798828 (6.839009208679199) | > loss_mel: 16.134016036987305 (17.258125762939457) | > loss_duration: 2.3727614879608154 (2.3454034328460693) | > loss_1: 31.80797576904297 (31.660040130615233)  --> STEP: 26 | > loss_disc: 2.5684268474578857 (2.4208191266426677) | > loss_disc_real_0: 0.09482310712337494 (0.09778339745333561) | > loss_disc_real_1: 0.2363254427909851 (0.19555950164794922) | > loss_disc_real_2: 0.24966156482696533 (0.23340748766293892) | > loss_disc_real_3: 0.1540280282497406 (0.20526144137749305) | > loss_disc_real_4: 0.17118841409683228 (0.21035074213376412) | > loss_disc_real_5: 0.14912351965904236 (0.18574448502980745) | > loss_0: 2.5684268474578857 (2.4208191266426677) | > loss_gen: 1.9584277868270874 (2.1304681392816396) | > loss_kl: 2.890434503555298 (3.0728554267149706) | > loss_feat: 8.250443458557129 (6.893295141366812) | > loss_mel: 17.632450103759766 (17.272522852971008) | > loss_duration: 2.3265461921691895 (2.344678154358497) | > loss_1: 33.05830001831055 (31.713819357065056) --> EVAL PERFORMANCE | > avg_loader_time: 0.00249924109532283 (+5.4964652428261384e-05) | > avg_loss_disc: 2.4208191266426677 (-0.05991539588341288) | > avg_loss_disc_real_0: 0.09778339745333561 (-0.04267587011250168) | > avg_loss_disc_real_1: 0.19555950164794922 (+0.006770356629903496) | > avg_loss_disc_real_2: 0.23340748766293892 (+0.031131763870899498) | > avg_loss_disc_real_3: 0.20526144137749305 (+0.01040423948031205) | > avg_loss_disc_real_4: 0.21035074213376412 (+0.0031120983453897244) | > avg_loss_disc_real_5: 0.18574448502980745 (-0.046079647082548886) | > avg_loss_0: 2.4208191266426677 (-0.05991539588341288) | > avg_loss_gen: 2.1304681392816396 (-0.011133061005518918) | > avg_loss_kl: 3.0728554267149706 (+0.1599285419170675) | > avg_loss_feat: 6.893295141366812 (+0.3580034696138821) | > avg_loss_mel: 17.272522852971008 (+0.16545578149649032) | > avg_loss_duration: 2.344678154358497 (+0.0024422407150268555) | > avg_loss_1: 31.713819357065056 (+0.6746967022235602)  > EPOCH: 725/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:15:39)   --> TIME: 2024-06-11 23:15:49 -- STEP: 24/330 -- GLOBAL_STEP: 327275 | > loss_disc: 2.3894386291503906 (2.309431950251261) | > loss_disc_real_0: 0.10606761276721954 (0.10604241924981277) | > loss_disc_real_1: 0.1878984421491623 (0.19435572375853857) | > loss_disc_real_2: 0.1948857456445694 (0.21062539704144) | > loss_disc_real_3: 0.24334996938705444 (0.22688501700758934) | > loss_disc_real_4: 0.2208777219057083 (0.22522377595305443) | > loss_disc_real_5: 0.24684807658195496 (0.2229404958585898) | > loss_0: 2.3894386291503906 (2.309431950251261) | > grad_norm_0: tensor(4.4245, device='cuda:0') (tensor(8.9260, device='cuda:0')) | > loss_gen: 2.309075355529785 (2.527668833732605) | > loss_kl: 2.073361873626709 (1.8767530570427577) | > loss_feat: 6.779655933380127 (7.01504800717036) | > loss_mel: 16.209060668945312 (17.50110987822215) | > loss_duration: 1.9628099203109741 (2.038804029424985) | > loss_1: 29.333965301513672 (30.959383964538574) | > grad_norm_1: tensor(81.6394, device='cuda:0') (tensor(113.1948, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3623 (0.3641597231229147) | > loader_time: 0.0031 (0.0032325287659962973)  --> TIME: 2024-06-11 23:15:59 -- STEP: 49/330 -- GLOBAL_STEP: 327300 | > loss_disc: 2.408968925476074 (2.3377750503773593) | > loss_disc_real_0: 0.12723848223686218 (0.10822739604176307) | > loss_disc_real_1: 0.1604059338569641 (0.19240159586984285) | > loss_disc_real_2: 0.196916401386261 (0.21163418159192923) | > loss_disc_real_3: 0.2047009915113449 (0.22878053206570295) | > loss_disc_real_4: 0.22545573115348816 (0.22964301644539348) | > loss_disc_real_5: 0.2107408046722412 (0.223152861607318) | > loss_0: 2.408968925476074 (2.3377750503773593) | > grad_norm_0: tensor(11.7246, device='cuda:0') (tensor(8.6978, device='cuda:0')) | > loss_gen: 2.378406524658203 (2.501445940562657) | > loss_kl: 1.8366212844848633 (1.9132982638417457) | > loss_feat: 6.8595170974731445 (7.052081215138338) | > loss_mel: 17.061264038085938 (17.474682301891097) | > loss_duration: 1.9552371501922607 (2.004708920206342) | > loss_1: 30.091045379638672 (30.946216738953883) | > grad_norm_1: tensor(65.4757, device='cuda:0') (tensor(102.6362, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3875 (0.36313439388664404) | > loader_time: 0.0034 (0.003318446023123605)  --> TIME: 2024-06-11 23:16:08 -- STEP: 74/330 -- GLOBAL_STEP: 327325 | > loss_disc: 2.281365394592285 (2.341475634961515) | > loss_disc_real_0: 0.10819140821695328 (0.10892248042934649) | > loss_disc_real_1: 0.18784916400909424 (0.19165717166017843) | > loss_disc_real_2: 0.1928468495607376 (0.2112809625026342) | > loss_disc_real_3: 0.23976439237594604 (0.22859534278914734) | > loss_disc_real_4: 0.22410951554775238 (0.231135438422899) | > loss_disc_real_5: 0.20123155415058136 (0.22379641899385969) | > loss_0: 2.281365394592285 (2.341475634961515) | > grad_norm_0: tensor(14.5092, device='cuda:0') (tensor(8.6171, device='cuda:0')) | > loss_gen: 2.547694683074951 (2.4874341971165417) | > loss_kl: 2.181272506713867 (1.9226746559143066) | > loss_feat: 7.336592674255371 (7.004876336535892) | > loss_mel: 18.104246139526367 (17.495504753009694) | > loss_duration: 1.9196605682373047 (1.9928558935990204) | > loss_1: 32.08946990966797 (30.90334601015658) | > grad_norm_1: tensor(289.3363, device='cuda:0') (tensor(101.1497, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3731 (0.36450554551305) | > loader_time: 0.0034 (0.0033984152046409814)  --> TIME: 2024-06-11 23:16:17 -- STEP: 99/330 -- GLOBAL_STEP: 327350 | > loss_disc: 2.243793249130249 (2.3453739219241667) | > loss_disc_real_0: 0.10528124123811722 (0.10986830805889283) | > loss_disc_real_1: 0.19307589530944824 (0.1930688711428883) | > loss_disc_real_2: 0.18937785923480988 (0.2113044463624858) | > loss_disc_real_3: 0.2374536097049713 (0.22819394746212043) | > loss_disc_real_4: 0.2185845524072647 (0.23154003496723946) | > loss_disc_real_5: 0.2013087123632431 (0.22436278411234267) | > loss_0: 2.243793249130249 (2.3453739219241667) | > grad_norm_0: tensor(4.5728, device='cuda:0') (tensor(10.3659, device='cuda:0')) | > loss_gen: 2.557783365249634 (2.4815723269876804) | > loss_kl: 1.7269879579544067 (1.9374470084604591) | > loss_feat: 7.301554203033447 (6.968423279848966) | > loss_mel: 17.860265731811523 (17.402281896032473) | > loss_duration: 2.012892723083496 (1.9936727333550501) | > loss_1: 31.459484100341797 (30.78339738556833) | > grad_norm_1: tensor(125.0618, device='cuda:0') (tensor(129.5450, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.387 (0.3669999416428383) | > loader_time: 0.0038 (0.003539282866198607)  --> TIME: 2024-06-11 23:16:27 -- STEP: 124/330 -- GLOBAL_STEP: 327375 | > loss_disc: 2.3471503257751465 (2.3493243705841804) | > loss_disc_real_0: 0.11099344491958618 (0.11081609220033692) | > loss_disc_real_1: 0.202178493142128 (0.19374097511172292) | > loss_disc_real_2: 0.1806603968143463 (0.21149957624654617) | > loss_disc_real_3: 0.22071370482444763 (0.22779754765572086) | > loss_disc_real_4: 0.2287161648273468 (0.23200372750720671) | > loss_disc_real_5: 0.2301444411277771 (0.22463272788351582) | > loss_0: 2.3471503257751465 (2.3493243705841804) | > grad_norm_0: tensor(7.6911, device='cuda:0') (tensor(11.1511, device='cuda:0')) | > loss_gen: 2.432424545288086 (2.478457143229823) | > loss_kl: 1.9475475549697876 (1.9451411962509155) | > loss_feat: 6.946609020233154 (6.985609904412301) | > loss_mel: 17.797832489013672 (17.407119927867775) | > loss_duration: 2.021690845489502 (1.9975323302130545) | > loss_1: 31.14610481262207 (30.81386057023079) | > grad_norm_1: tensor(248.8984, device='cuda:0') (tensor(144.1474, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.4049 (0.3711680193101206) | > loader_time: 0.0042 (0.0036915829104761924)  --> TIME: 2024-06-11 23:16:37 -- STEP: 149/330 -- GLOBAL_STEP: 327400 | > loss_disc: 2.3961191177368164 (2.35444964338469) | > loss_disc_real_0: 0.12886351346969604 (0.11127401613349082) | > loss_disc_real_1: 0.18751740455627441 (0.193820154606896) | > loss_disc_real_2: 0.22489728033542633 (0.21223835827120197) | > loss_disc_real_3: 0.22488915920257568 (0.22882818015629808) | > loss_disc_real_4: 0.22886481881141663 (0.231922293369402) | > loss_disc_real_5: 0.23929698765277863 (0.22417304359826465) | > loss_0: 2.3961191177368164 (2.35444964338469) | > grad_norm_0: tensor(10.9205, device='cuda:0') (tensor(11.5120, device='cuda:0')) | > loss_gen: 2.406757116317749 (2.472348656430341) | > loss_kl: 1.9787873029708862 (1.9572119152785947) | > loss_feat: 6.341087341308594 (6.9784899173967005) | > loss_mel: 17.762128829956055 (17.3905252482267) | > loss_duration: 2.0358190536499023 (2.001567282932717) | > loss_1: 30.524581909179688 (30.80014305626786) | > grad_norm_1: tensor(278.3590, device='cuda:0') (tensor(150.2011, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3933 (0.3740634998219126) | > loader_time: 0.0047 (0.0038283095263794763)  --> TIME: 2024-06-11 23:16:47 -- STEP: 174/330 -- GLOBAL_STEP: 327425 | > loss_disc: 2.5467941761016846 (2.3600046196203124) | > loss_disc_real_0: 0.11488950252532959 (0.1122993032137553) | > loss_disc_real_1: 0.21049679815769196 (0.19439909264616584) | > loss_disc_real_2: 0.2199086844921112 (0.21230327475002442) | > loss_disc_real_3: 0.26103779673576355 (0.22989959252634265) | > loss_disc_real_4: 0.22236570715904236 (0.23258389601077156) | > loss_disc_real_5: 0.2274104803800583 (0.22442030118799758) | > loss_0: 2.5467941761016846 (2.3600046196203124) | > grad_norm_0: tensor(41.8120, device='cuda:0') (tensor(13.0618, device='cuda:0')) | > loss_gen: 2.2391059398651123 (2.471169290871458) | > loss_kl: 1.9612454175949097 (1.9602029789453266) | > loss_feat: 6.416927337646484 (6.968281428019207) | > loss_mel: 16.663854598999023 (17.36590892419048) | > loss_duration: 2.1171250343322754 (2.006641492076303) | > loss_1: 29.398256301879883 (30.772204125064544) | > grad_norm_1: tensor(166.8511, device='cuda:0') (tensor(169.5851, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3892 (0.37611627167668826) | > loader_time: 0.0049 (0.003925013816219637)  --> TIME: 2024-06-11 23:16:57 -- STEP: 199/330 -- GLOBAL_STEP: 327450 | > loss_disc: 2.4050257205963135 (2.3613695894653475) | > loss_disc_real_0: 0.16610032320022583 (0.11402795538680638) | > loss_disc_real_1: 0.19592687487602234 (0.19476891455039308) | > loss_disc_real_2: 0.24704033136367798 (0.2122199587037216) | > loss_disc_real_3: 0.23770098388195038 (0.22988300953977667) | > loss_disc_real_4: 0.22969019412994385 (0.23210736914495728) | > loss_disc_real_5: 0.24108071625232697 (0.22388860208904324) | > loss_0: 2.4050257205963135 (2.3613695894653475) | > grad_norm_0: tensor(38.3493, device='cuda:0') (tensor(15.0662, device='cuda:0')) | > loss_gen: 2.427910566329956 (2.4758361200591454) | > loss_kl: 1.9578028917312622 (1.9638733414549325) | > loss_feat: 7.16547966003418 (6.982341239200766) | > loss_mel: 17.007118225097656 (17.345989385441918) | > loss_duration: 2.140265941619873 (2.014852449522547) | > loss_1: 30.698577880859375 (30.78289253388218) | > grad_norm_1: tensor(223.2190, device='cuda:0') (tensor(190.5978, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3843 (0.3777718867488841) | > loader_time: 0.005 (0.004033269594662153)  --> TIME: 2024-06-11 23:17:07 -- STEP: 224/330 -- GLOBAL_STEP: 327475 | > loss_disc: 2.283202886581421 (2.3616131490894716) | > loss_disc_real_0: 0.1085873693227768 (0.11498392895529312) | > loss_disc_real_1: 0.21322423219680786 (0.19496608033244098) | > loss_disc_real_2: 0.16813835501670837 (0.21190703573769756) | > loss_disc_real_3: 0.1973637193441391 (0.2294800020754337) | > loss_disc_real_4: 0.15015564858913422 (0.23117936874872871) | > loss_disc_real_5: 0.155730739235878 (0.22320609027519822) | > loss_0: 2.283202886581421 (2.3616131490894716) | > grad_norm_0: tensor(23.7807, device='cuda:0') (tensor(17.6299, device='cuda:0')) | > loss_gen: 2.6634411811828613 (2.481589413114959) | > loss_kl: 1.9725762605667114 (1.9707299140947205) | > loss_feat: 7.682895183563232 (6.99690224656037) | > loss_mel: 17.699411392211914 (17.307115925209857) | > loss_duration: 2.1410021781921387 (2.022427896303791) | > loss_1: 32.159324645996094 (30.778765397412435) | > grad_norm_1: tensor(564.3149, device='cuda:0') (tensor(213.6121, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.3955 (0.3802931872861725) | > loader_time: 0.0055 (0.004152267106941768)  --> TIME: 2024-06-11 23:17:18 -- STEP: 249/330 -- GLOBAL_STEP: 327500 | > loss_disc: 2.3488736152648926 (2.3646135301475057) | > loss_disc_real_0: 0.07900890707969666 (0.1172013558357595) | > loss_disc_real_1: 0.2107667177915573 (0.19560388664165176) | > loss_disc_real_2: 0.206111878156662 (0.2119036574200933) | > loss_disc_real_3: 0.19122013449668884 (0.22957741352448977) | > loss_disc_real_4: 0.21111151576042175 (0.23158328145383353) | > loss_disc_real_5: 0.16834338009357452 (0.2231525363452942) | > loss_0: 2.3488736152648926 (2.3646135301475057) | > grad_norm_0: tensor(46.7851, device='cuda:0') (tensor(20.3535, device='cuda:0')) | > loss_gen: 2.4960713386535645 (2.483512353705596) | > loss_kl: 2.0623769760131836 (1.9754182291796887) | > loss_feat: 7.4949564933776855 (6.984161118426956) | > loss_mel: 16.729938507080078 (17.272929360110105) | > loss_duration: 2.101710319519043 (2.030843675375943) | > loss_1: 30.885051727294922 (30.74686474014956) | > grad_norm_1: tensor(646.1619, device='cuda:0') (tensor(235.7408, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.4229 (0.38417359145290875) | > loader_time: 0.0059 (0.004298157481304612) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_327500.pth  --> TIME: 2024-06-11 23:17:34 -- STEP: 274/330 -- GLOBAL_STEP: 327525 | > loss_disc: 2.3644447326660156 (2.3684001438809124) | > loss_disc_real_0: 0.11902235448360443 (0.11859998794911551) | > loss_disc_real_1: 0.1503460854291916 (0.19605429791403514) | > loss_disc_real_2: 0.20673830807209015 (0.21209424560087442) | > loss_disc_real_3: 0.2363056242465973 (0.23000082482386677) | > loss_disc_real_4: 0.2637597918510437 (0.2317209682107842) | > loss_disc_real_5: 0.22845707833766937 (0.22337628520318192) | > loss_0: 2.3644447326660156 (2.3684001438809124) | > grad_norm_0: tensor(12.5747, device='cuda:0') (tensor(21.0389, device='cuda:0')) | > loss_gen: 2.3899645805358887 (2.478171713160774) | > loss_kl: 1.960969090461731 (1.9830046217807018) | > loss_feat: 6.728654384613037 (6.965596369583243) | > loss_mel: 15.539266586303711 (17.214651727328324) | > loss_duration: 2.110775947570801 (2.0396089606041463) | > loss_1: 28.729629516601562 (30.681033385061) | > grad_norm_1: tensor(181.8060, device='cuda:0') (tensor(244.2834, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.4403 (0.39055226406041715) | > loader_time: 0.0059 (0.00447377758304568)  --> TIME: 2024-06-11 23:17:46 -- STEP: 299/330 -- GLOBAL_STEP: 327550 | > loss_disc: 2.3441333770751953 (2.3704949733006897) | > loss_disc_real_0: 0.13097615540027618 (0.11958104461730523) | > loss_disc_real_1: 0.20967525243759155 (0.19611353594124523) | > loss_disc_real_2: 0.20475777983665466 (0.21212715792616071) | > loss_disc_real_3: 0.238416850566864 (0.22999392400019145) | > loss_disc_real_4: 0.2366546392440796 (0.23185323258506813) | > loss_disc_real_5: 0.22450733184814453 (0.22353299360809517) | > loss_0: 2.3441333770751953 (2.3704949733006897) | > grad_norm_0: tensor(16.5987, device='cuda:0') (tensor(20.5235, device='cuda:0')) | > loss_gen: 2.4673824310302734 (2.47118477598082) | > loss_kl: 2.070073127746582 (1.9894442857308532) | > loss_feat: 6.887644290924072 (6.954456804588088) | > loss_mel: 17.444337844848633 (17.17110762707764) | > loss_duration: 2.197824001312256 (2.0501252743711453) | > loss_1: 31.067262649536133 (30.63631875538906) | > grad_norm_1: tensor(250.3526, device='cuda:0') (tensor(239.8374, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.4813 (0.39658430109055937) | > loader_time: 0.0072 (0.004641693970032758)  --> TIME: 2024-06-11 23:18:00 -- STEP: 324/330 -- GLOBAL_STEP: 327575 | > loss_disc: 2.5638914108276367 (2.3755963165083034) | > loss_disc_real_0: 0.17274236679077148 (0.12125435487631663) | > loss_disc_real_1: 0.19238479435443878 (0.19668745663430964) | > loss_disc_real_2: 0.22464250028133392 (0.21205133443445334) | > loss_disc_real_3: 0.220117449760437 (0.22990336089774413) | > loss_disc_real_4: 0.21747474372386932 (0.23201212875637006) | > loss_disc_real_5: 0.20309226214885712 (0.2238081991672516) | > loss_0: 2.5638914108276367 (2.3755963165083034) | > grad_norm_0: tensor(11.3158, device='cuda:0') (tensor(20.5272, device='cuda:0')) | > loss_gen: 2.364993095397949 (2.4655332727196795) | > loss_kl: 2.1401479244232178 (1.9965101620297374) | > loss_feat: 7.686197757720947 (7.004316572789793) | > loss_mel: 15.950638771057129 (17.131186379326717) | > loss_duration: 2.2627649307250977 (2.0648799258985657) | > loss_1: 30.404743194580078 (30.662426312764484) | > grad_norm_1: tensor(328.9151, device='cuda:0') (tensor(240.3769, device='cuda:0')) | > current_lr_0: 0.00018267099659997988 | > current_lr_1: 0.00018267099659997988 | > step_time: 0.6023 (0.4080830819812822) | > loader_time: 0.0084 (0.004882262812720405)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6687605381011963 (2.6687605381011963) | > loss_disc_real_0: 0.26173731684684753 (0.26173731684684753) | > loss_disc_real_1: 0.28951185941696167 (0.28951185941696167) | > loss_disc_real_2: 0.3093060851097107 (0.3093060851097107) | > loss_disc_real_3: 0.2582232654094696 (0.2582232654094696) | > loss_disc_real_4: 0.2479110062122345 (0.2479110062122345) | > loss_disc_real_5: 0.23054593801498413 (0.23054593801498413) | > loss_0: 2.6687605381011963 (2.6687605381011963) | > loss_gen: 2.395681858062744 (2.395681858062744) | > loss_kl: 2.8916378021240234 (2.8916378021240234) | > loss_feat: 4.807614326477051 (4.807614326477051) | > loss_mel: 13.938798904418945 (13.938798904418945) | > loss_duration: 3.046018600463867 (3.046018600463867) | > loss_1: 27.079750061035156 (27.079750061035156)  --> STEP: 1 | > loss_disc: 2.292356014251709 (2.292356014251709) | > loss_disc_real_0: 0.1644231379032135 (0.1644231379032135) | > loss_disc_real_1: 0.21068957448005676 (0.21068957448005676) | > loss_disc_real_2: 0.1750931590795517 (0.1750931590795517) | > loss_disc_real_3: 0.28885403275489807 (0.28885403275489807) | > loss_disc_real_4: 0.23297815024852753 (0.23297815024852753) | > loss_disc_real_5: 0.2271004021167755 (0.2271004021167755) | > loss_0: 2.292356014251709 (2.292356014251709) | > loss_gen: 2.5185492038726807 (2.5185492038726807) | > loss_kl: 3.2227513790130615 (3.2227513790130615) | > loss_feat: 6.175601005554199 (6.175601005554199) | > loss_mel: 17.903898239135742 (17.903898239135742) | > loss_duration: 2.43373441696167 (2.43373441696167) | > loss_1: 32.25453186035156 (32.25453186035156)  --> STEP: 2 | > loss_disc: 2.444446563720703 (2.368401288986206) | > loss_disc_real_0: 0.09931640326976776 (0.13186977058649063) | > loss_disc_real_1: 0.27174487709999084 (0.2412172257900238) | > loss_disc_real_2: 0.26786258816719055 (0.22147787362337112) | > loss_disc_real_3: 0.28574299812316895 (0.2872985154390335) | > loss_disc_real_4: 0.19993489980697632 (0.21645652502775192) | > loss_disc_real_5: 0.22910787165164948 (0.2281041368842125) | > loss_0: 2.444446563720703 (2.368401288986206) | > loss_gen: 2.41571307182312 (2.4671311378479004) | > loss_kl: 3.0948774814605713 (3.1588144302368164) | > loss_feat: 5.865231037139893 (6.020416021347046) | > loss_mel: 18.932151794433594 (18.418025016784668) | > loss_duration: 2.372114419937134 (2.402924418449402) | > loss_1: 32.68008804321289 (32.46730995178223)  --> STEP: 3 | > loss_disc: 2.406325578689575 (2.381042718887329) | > loss_disc_real_0: 0.14534851908683777 (0.136362686753273) | > loss_disc_real_1: 0.22400957345962524 (0.23548134167989096) | > loss_disc_real_2: 0.13951876759529114 (0.19415817161401114) | > loss_disc_real_3: 0.3517509996891022 (0.3087826768557231) | > loss_disc_real_4: 0.2960159182548523 (0.2429763227701187) | > loss_disc_real_5: 0.2988637089729309 (0.2516906609137853) | > loss_0: 2.406325578689575 (2.381042718887329) | > loss_gen: 2.509843587875366 (2.481368621190389) | > loss_kl: 3.2672204971313477 (3.1949497858683267) | > loss_feat: 5.855412483215332 (5.965414841969808) | > loss_mel: 18.699748992919922 (18.511933008829754) | > loss_duration: 2.349395751953125 (2.3850815296173096) | > loss_1: 32.68162155151367 (32.53874715169271)  --> STEP: 4 | > loss_disc: 2.1821539402008057 (2.3313205242156982) | > loss_disc_real_0: 0.12964053452014923 (0.13468214869499207) | > loss_disc_real_1: 0.27227506041526794 (0.2446797713637352) | > loss_disc_real_2: 0.26139330863952637 (0.21096695587038994) | > loss_disc_real_3: 0.2308157980442047 (0.2892909571528435) | > loss_disc_real_4: 0.18876606225967407 (0.22942375764250755) | > loss_disc_real_5: 0.1742130070924759 (0.23232124745845795) | > loss_0: 2.1821539402008057 (2.3313205242156982) | > loss_gen: 2.826488971710205 (2.567648708820343) | > loss_kl: 4.234207630157471 (3.454764246940613) | > loss_feat: 7.568860054016113 (6.366276144981384) | > loss_mel: 18.703256607055664 (18.55976390838623) | > loss_duration: 2.3214035034179688 (2.3691620230674744) | > loss_1: 35.65421676635742 (33.31761455535889)  --> STEP: 5 | > loss_disc: 2.7021942138671875 (2.405495262145996) | > loss_disc_real_0: 0.25832730531692505 (0.15941118001937865) | > loss_disc_real_1: 0.33956506848335266 (0.26365683078765867) | > loss_disc_real_2: 0.20935335755348206 (0.21064423620700837) | > loss_disc_real_3: 0.3010387420654297 (0.29164051413536074) | > loss_disc_real_4: 0.3098222315311432 (0.2455034524202347) | > loss_disc_real_5: 0.35324621200561523 (0.2565062403678894) | > loss_0: 2.7021942138671875 (2.405495262145996) | > loss_gen: 2.6906886100769043 (2.592256689071655) | > loss_kl: 2.594773292541504 (3.282766056060791) | > loss_feat: 5.005476951599121 (6.094116306304931) | > loss_mel: 18.129430770874023 (18.47369728088379) | > loss_duration: 2.3564271926879883 (2.366615056991577) | > loss_1: 30.776798248291016 (32.809451293945315)  --> STEP: 6 | > loss_disc: 2.521256446838379 (2.42478879292806) | > loss_disc_real_0: 0.15419085323810577 (0.1585411255558332) | > loss_disc_real_1: 0.33993610739707947 (0.2763700435558955) | > loss_disc_real_2: 0.25887998938560486 (0.2186835284034411) | > loss_disc_real_3: 0.27015113830566406 (0.28805895149707794) | > loss_disc_real_4: 0.21311341226100922 (0.2401051123936971) | > loss_disc_real_5: 0.22273066639900208 (0.2508769780397415) | > loss_0: 2.521256446838379 (2.42478879292806) | > loss_gen: 2.4295120239257812 (2.5651325782140098) | > loss_kl: 2.52839732170105 (3.157037933667501) | > loss_feat: 5.360199928283691 (5.971796909968059) | > loss_mel: 18.142803192138672 (18.418548266092937) | > loss_duration: 2.2034013271331787 (2.3394127686818442) | > loss_1: 30.66431427001953 (32.45192845662435)  --> STEP: 7 | > loss_disc: 2.4117116928100586 (2.4229206357683455) | > loss_disc_real_0: 0.2010384202003479 (0.1646121676479067) | > loss_disc_real_1: 0.34781622886657715 (0.28657664145742145) | > loss_disc_real_2: 0.24183958768844604 (0.22199153687272752) | > loss_disc_real_3: 0.2639238238334656 (0.2846110761165619) | > loss_disc_real_4: 0.21579380333423615 (0.23663206824234553) | > loss_disc_real_5: 0.22041359543800354 (0.24652506623949325) | > loss_0: 2.4117116928100586 (2.4229206357683455) | > loss_gen: 2.6883256435394287 (2.5827315875462125) | > loss_kl: 4.529956817626953 (3.3531692028045654) | > loss_feat: 7.113048076629639 (6.134832790919712) | > loss_mel: 17.733928680419922 (18.32074546813965) | > loss_duration: 2.5245862007141113 (2.365866116115025) | > loss_1: 34.58984375 (32.75734492710659)  --> STEP: 8 | > loss_disc: 2.368962526321411 (2.4161758720874786) | > loss_disc_real_0: 0.20117563009262085 (0.16918260045349598) | > loss_disc_real_1: 0.18971292674541473 (0.2744686771184206) | > loss_disc_real_2: 0.2066810131072998 (0.22007772140204906) | > loss_disc_real_3: 0.2980071008205414 (0.2862855792045593) | > loss_disc_real_4: 0.2131296545267105 (0.23369426652789116) | > loss_disc_real_5: 0.24269531667232513 (0.24604634754359722) | > loss_0: 2.368962526321411 (2.4161758720874786) | > loss_gen: 2.7432260513305664 (2.6027933955192566) | > loss_kl: 3.4310691356658936 (3.3629066944122314) | > loss_feat: 8.322593688964844 (6.408302903175354) | > loss_mel: 18.729719161987305 (18.371867179870605) | > loss_duration: 2.2962589263916016 (2.357165217399597) | > loss_1: 35.522865295410156 (33.10303497314453)  --> STEP: 9 | > loss_disc: 2.5853686332702637 (2.4349750677744546) | > loss_disc_real_0: 0.1665405035018921 (0.16888903412554) | > loss_disc_real_1: 0.2547147274017334 (0.27227379381656647) | > loss_disc_real_2: 0.28245091438293457 (0.22700807617770302) | > loss_disc_real_3: 0.3178804814815521 (0.289796123902003) | > loss_disc_real_4: 0.24393577873706818 (0.23483221232891083) | > loss_disc_real_5: 0.29223835468292236 (0.2511787927813) | > loss_0: 2.5853686332702637 (2.4349750677744546) | > loss_gen: 2.4822561740875244 (2.589400370915731) | > loss_kl: 3.0303173065185547 (3.325952317979601) | > loss_feat: 6.949135780334473 (6.4683954450819225) | > loss_mel: 19.38047981262207 (18.483935250176323) | > loss_duration: 2.170370578765869 (2.336410257551405) | > loss_1: 34.01255798339844 (33.204093085394966)  --> STEP: 10 | > loss_disc: 2.480952024459839 (2.4395727634429933) | > loss_disc_real_0: 0.15855619311332703 (0.16785575002431868) | > loss_disc_real_1: 0.21769873797893524 (0.26681628823280334) | > loss_disc_real_2: 0.2741946280002594 (0.23172673135995864) | > loss_disc_real_3: 0.24984335899353027 (0.2858008474111557) | > loss_disc_real_4: 0.24652400612831116 (0.23600139170885087) | > loss_disc_real_5: 0.2772841155529022 (0.25378932505846025) | > loss_0: 2.480952024459839 (2.4395727634429933) | > loss_gen: 2.379605293273926 (2.5684208631515504) | > loss_kl: 2.608741044998169 (3.2542311906814576) | > loss_feat: 4.841823101043701 (6.305738210678101) | > loss_mel: 15.085868835449219 (18.144128608703614) | > loss_duration: 2.313810110092163 (2.334150242805481) | > loss_1: 27.229848861694336 (32.606668663024905)  --> STEP: 11 | > loss_disc: 2.561051368713379 (2.4506162730130283) | > loss_disc_real_0: 0.1736329346895218 (0.16838094863024625) | > loss_disc_real_1: 0.2333366572856903 (0.26377268541942944) | > loss_disc_real_2: 0.2814750671386719 (0.23624930733984167) | > loss_disc_real_3: 0.272630512714386 (0.28460354425690393) | > loss_disc_real_4: 0.30727773904800415 (0.2424810596487739) | > loss_disc_real_5: 0.3039053976535797 (0.25834533165801654) | > loss_0: 2.561051368713379 (2.4506162730130283) | > loss_gen: 2.7501814365386963 (2.584944551641291) | > loss_kl: 3.760570526123047 (3.300262039357966) | > loss_feat: 5.756924152374268 (6.25584602355957) | > loss_mel: 17.861549377441406 (18.118439587679777) | > loss_duration: 2.509002685546875 (2.350045919418335) | > loss_1: 32.63822937011719 (32.60953781821511)  --> STEP: 12 | > loss_disc: 2.4333057403564453 (2.4491737286249795) | > loss_disc_real_0: 0.1655300259590149 (0.16814337174097696) | > loss_disc_real_1: 0.2596244812011719 (0.2634270017345746) | > loss_disc_real_2: 0.2937993109226227 (0.2410451409717401) | > loss_disc_real_3: 0.35827577114105225 (0.2907428964972496) | > loss_disc_real_4: 0.24904228746891022 (0.24302782863378525) | > loss_disc_real_5: 0.2518140971660614 (0.2578010621170203) | > loss_0: 2.4333057403564453 (2.4491737286249795) | > loss_gen: 2.734813690185547 (2.597433646519979) | > loss_kl: 2.606410026550293 (3.2424410382906594) | > loss_feat: 5.404622554779053 (6.184910734494527) | > loss_mel: 17.247182846069336 (18.04583485921224) | > loss_duration: 2.2741665840148926 (2.343722641468048) | > loss_1: 30.267194747924805 (32.41434256235758)  --> STEP: 13 | > loss_disc: 2.421037197113037 (2.4470093800471377) | > loss_disc_real_0: 0.14115792512893677 (0.1660675681554354) | > loss_disc_real_1: 0.20894107222557068 (0.25923577638772816) | > loss_disc_real_2: 0.26557719707489014 (0.24293222221044394) | > loss_disc_real_3: 0.2655718922615051 (0.28880666540219235) | > loss_disc_real_4: 0.1970813274383545 (0.23949348238798288) | > loss_disc_real_5: 0.21798308193683624 (0.25473814056469846) | > loss_0: 2.421037197113037 (2.4470093800471377) | > loss_gen: 2.3352036476135254 (2.5772621081425595) | > loss_kl: 3.1279454231262207 (3.2336336832780104) | > loss_feat: 7.508376598358154 (6.286715800945576) | > loss_mel: 16.86958122253418 (17.955353810237003) | > loss_duration: 2.2407546043395996 (2.3358020232273984) | > loss_1: 32.08185958862305 (32.38876694899339)  --> STEP: 14 | > loss_disc: 2.499460220336914 (2.450755868639265) | > loss_disc_real_0: 0.16858282685279846 (0.16624722949096135) | > loss_disc_real_1: 0.24125123023986816 (0.2579511659485953) | > loss_disc_real_2: 0.270637571811676 (0.24491117575338908) | > loss_disc_real_3: 0.2846267521381378 (0.2885081001690456) | > loss_disc_real_4: 0.27641868591308594 (0.24213099692549025) | > loss_disc_real_5: 0.2582955062389374 (0.25499223811285837) | > loss_0: 2.499460220336914 (2.450755868639265) | > loss_gen: 2.497267246246338 (2.571548189435686) | > loss_kl: 3.960610866546631 (3.2855606249400546) | > loss_feat: 6.374848365783691 (6.293010984148298) | > loss_mel: 19.80182456970215 (18.08724457877023) | > loss_duration: 2.405488967895508 (2.340779662132263) | > loss_1: 35.0400390625 (32.57814352852958)  --> STEP: 15 | > loss_disc: 2.4722747802734375 (2.45219046274821) | > loss_disc_real_0: 0.17988044023513794 (0.16715611020723978) | > loss_disc_real_1: 0.28455764055252075 (0.25972493092219034) | > loss_disc_real_2: 0.21226830780506134 (0.2427349845568339) | > loss_disc_real_3: 0.28785109519958496 (0.2884642998377482) | > loss_disc_real_4: 0.2076110988855362 (0.2398296703894933) | > loss_disc_real_5: 0.275733083486557 (0.2563749611377716) | > loss_0: 2.4722747802734375 (2.45219046274821) | > loss_gen: 2.5488667488098145 (2.5700360933939614) | > loss_kl: 3.258869171142578 (3.2837811946868896) | > loss_feat: 8.272270202636719 (6.424961598714193) | > loss_mel: 18.000078201293945 (18.081433486938476) | > loss_duration: 2.4420456886291504 (2.347530730565389) | > loss_1: 34.522132873535156 (32.70774281819662)  --> STEP: 16 | > loss_disc: 2.724543571472168 (2.469212532043457) | > loss_disc_real_0: 0.17576757073402405 (0.1676943264901638) | > loss_disc_real_1: 0.30837497115135193 (0.26276555843651295) | > loss_disc_real_2: 0.29317113757133484 (0.2458872441202402) | > loss_disc_real_3: 0.3089624345302582 (0.2897454332560301) | > loss_disc_real_4: 0.2502084970474243 (0.240478347055614) | > loss_disc_real_5: 0.28520098328590393 (0.2581765875220299) | > loss_0: 2.724543571472168 (2.469212532043457) | > loss_gen: 2.4731788635253906 (2.563982516527176) | > loss_kl: 2.16970157623291 (3.214151218533516) | > loss_feat: 6.370987415313721 (6.421588212251663) | > loss_mel: 15.648736953735352 (17.92938995361328) | > loss_duration: 2.391500234603882 (2.350278824567795) | > loss_1: 29.054105758666992 (32.47939050197602)  --> STEP: 17 | > loss_disc: 2.456514596939087 (2.4684655946843765) | > loss_disc_real_0: 0.18263153731822968 (0.16857298595063827) | > loss_disc_real_1: 0.2274303287267685 (0.26068701551241036) | > loss_disc_real_2: 0.2594568133354187 (0.24668545407407425) | > loss_disc_real_3: 0.2793307602405548 (0.28913280543159037) | > loss_disc_real_4: 0.3107714056968689 (0.24461323285804076) | > loss_disc_real_5: 0.29729801416397095 (0.2604778479127323) | > loss_0: 2.456514596939087 (2.4684655946843765) | > loss_gen: 2.656524181365967 (2.569426143870634) | > loss_kl: 2.4787399768829346 (3.1708917337305405) | > loss_feat: 6.044250965118408 (6.399391903596766) | > loss_mel: 18.952457427978516 (17.989570393281824) | > loss_duration: 2.5093603134155273 (2.3596365592058968) | > loss_1: 32.641334533691406 (32.48891662148869)  --> STEP: 18 | > loss_disc: 2.2343263626098633 (2.4554578595691257) | > loss_disc_real_0: 0.12828637659549713 (0.16633484098646376) | > loss_disc_real_1: 0.30389150977134705 (0.26308726519346237) | > loss_disc_real_2: 0.20953191816806793 (0.24462136874596277) | > loss_disc_real_3: 0.1986890286207199 (0.28410815116431976) | > loss_disc_real_4: 0.2266063392162323 (0.2436128498779403) | > loss_disc_real_5: 0.2468438446521759 (0.25972040328714585) | > loss_0: 2.2343263626098633 (2.4554578595691257) | > loss_gen: 2.727658271789551 (2.5782168176439075) | > loss_kl: 2.3877761363983154 (3.127385311656528) | > loss_feat: 8.404097557067871 (6.510764439900716) | > loss_mel: 16.725025177001953 (17.919317881266277) | > loss_duration: 2.2331433296203613 (2.352609157562256) | > loss_1: 32.477699279785156 (32.48829343583849)  --> STEP: 19 | > loss_disc: 2.3492014408111572 (2.449865416476601) | > loss_disc_real_0: 0.1695370078086853 (0.16650337608237015) | > loss_disc_real_1: 0.2505207657814026 (0.2624258704875645) | > loss_disc_real_2: 0.2657577395439148 (0.24573380931427605) | > loss_disc_real_3: 0.36982008814811707 (0.2886193057424144) | > loss_disc_real_4: 0.22766996920108795 (0.24277375089494804) | > loss_disc_real_5: 0.23550039529800415 (0.25844566602455943) | > loss_0: 2.3492014408111572 (2.449865416476601) | > loss_gen: 2.7929019927978516 (2.5895160373888517) | > loss_kl: 2.3781118392944336 (3.0879498657427336) | > loss_feat: 8.303510665893555 (6.605119504426655) | > loss_mel: 17.380346298217773 (17.89095095584267) | > loss_duration: 2.364278793334961 (2.353223348918714) | > loss_1: 33.21915054321289 (32.52675959938451)  --> STEP: 20 | > loss_disc: 2.5355091094970703 (2.4541476011276244) | > loss_disc_real_0: 0.10220466554164886 (0.1632884405553341) | > loss_disc_real_1: 0.26501408219337463 (0.262555281072855) | > loss_disc_real_2: 0.27566277980804443 (0.24723025783896446) | > loss_disc_real_3: 0.2704290449619293 (0.28770979270339014) | > loss_disc_real_4: 0.20408859848976135 (0.24083949327468873) | > loss_disc_real_5: 0.2588697075843811 (0.2584668681025505) | > loss_0: 2.5355091094970703 (2.4541476011276244) | > loss_gen: 2.25203275680542 (2.57264187335968) | > loss_kl: 2.278024435043335 (3.047453594207764) | > loss_feat: 5.831314563751221 (6.566429257392883) | > loss_mel: 18.91727638244629 (17.942267227172852) | > loss_duration: 2.33370041847229 (2.3522472023963927) | > loss_1: 31.612348556518555 (32.48103904724122)  --> STEP: 21 | > loss_disc: 2.249342203140259 (2.444394963128226) | > loss_disc_real_0: 0.12949784100055695 (0.16167936438605898) | > loss_disc_real_1: 0.23227287828922272 (0.261113261892682) | > loss_disc_real_2: 0.3164817988872528 (0.2505279502698353) | > loss_disc_real_3: 0.2440769076347351 (0.2856320362715494) | > loss_disc_real_4: 0.23392291367053986 (0.2405101323411578) | > loss_disc_real_5: 0.23253966867923737 (0.2572322395585832) | > loss_0: 2.249342203140259 (2.444394963128226) | > loss_gen: 2.794483184814453 (2.583205745333717) | > loss_kl: 3.206037998199463 (3.0550052324930825) | > loss_feat: 6.244193077087402 (6.551084677378337) | > loss_mel: 14.093942642211914 (17.759013675508044) | > loss_duration: 2.1522717475891113 (2.342724561691284) | > loss_1: 28.490928649902344 (32.29103379022508)  --> STEP: 22 | > loss_disc: 2.4700865745544434 (2.4455627636475996) | > loss_disc_real_0: 0.08953184634447098 (0.15839993174780498) | > loss_disc_real_1: 0.3501231372356415 (0.265159165317362) | > loss_disc_real_2: 0.2156514674425125 (0.24894265559586612) | > loss_disc_real_3: 0.2752108871936798 (0.2851583476771008) | > loss_disc_real_4: 0.23605424165725708 (0.24030759185552597) | > loss_disc_real_5: 0.20941686630249023 (0.25505881350148807) | > loss_0: 2.4700865745544434 (2.4455627636475996) | > loss_gen: 2.6053552627563477 (2.5842125415802) | > loss_kl: 2.363321304321289 (3.0235650539398193) | > loss_feat: 6.199038982391357 (6.535082600333474) | > loss_mel: 18.593219757080078 (17.79693213376132) | > loss_duration: 2.210855484008789 (2.3367305127057163) | > loss_1: 31.971792221069336 (32.27652280980891)  --> STEP: 23 | > loss_disc: 2.4677844047546387 (2.4465289219566015) | > loss_disc_real_0: 0.22944939136505127 (0.16148903868768527) | > loss_disc_real_1: 0.2609182298183441 (0.2649747768174047) | > loss_disc_real_2: 0.23359492421150208 (0.2482753629269807) | > loss_disc_real_3: 0.2504386007785797 (0.2836487934641216) | > loss_disc_real_4: 0.24384081363677979 (0.24046121019384134) | > loss_disc_real_5: 0.24927398562431335 (0.25480729924595874) | > loss_0: 2.4677844047546387 (2.4465289219566015) | > loss_gen: 2.6072213649749756 (2.58521292520606) | > loss_kl: 2.542416572570801 (3.002645554749862) | > loss_feat: 4.872518539428711 (6.462797206381093) | > loss_mel: 16.07305145263672 (17.72198079979938) | > loss_duration: 2.296196699142456 (2.3349681729855747) | > loss_1: 28.39140510559082 (32.10760464875595)  --> STEP: 24 | > loss_disc: 2.577666759490967 (2.4519929985205335) | > loss_disc_real_0: 0.14892373979091644 (0.16096548456698656) | > loss_disc_real_1: 0.3362085819244385 (0.2679428520301978) | > loss_disc_real_2: 0.2780025899410248 (0.24951399738589922) | > loss_disc_real_3: 0.29844430088996887 (0.28426527294019854) | > loss_disc_real_4: 0.24855594336986542 (0.24079849074284235) | > loss_disc_real_5: 0.26160508394241333 (0.2550905402749777) | > loss_0: 2.577666759490967 (2.4519929985205335) | > loss_gen: 2.523707866668701 (2.58265021443367) | > loss_kl: 2.345684289932251 (2.975272168715795) | > loss_feat: 6.787167549133301 (6.476312637329102) | > loss_mel: 17.196250915527344 (17.700075387954712) | > loss_duration: 2.4087629318237305 (2.3380429546038313) | > loss_1: 31.261573791503906 (32.07235336303712)  --> STEP: 25 | > loss_disc: 2.6675682067871094 (2.4606160068511964) | > loss_disc_real_0: 0.15331792831420898 (0.16065958231687547) | > loss_disc_real_1: 0.37763625383377075 (0.2723305881023407) | > loss_disc_real_2: 0.20494933426380157 (0.24773141086101533) | > loss_disc_real_3: 0.34241315722465515 (0.2865911883115768) | > loss_disc_real_4: 0.28725335001945496 (0.24265668511390687) | > loss_disc_real_5: 0.30136024951934814 (0.2569413286447525) | > loss_0: 2.6675682067871094 (2.4606160068511964) | > loss_gen: 2.4539220333099365 (2.5775010871887205) | > loss_kl: 2.8140907287597656 (2.9688249111175535) | > loss_feat: 5.989659786224365 (6.456846523284912) | > loss_mel: 14.762195587158203 (17.582560195922852) | > loss_duration: 2.3647451400756836 (2.3391110420227053) | > loss_1: 28.384613037109375 (31.924843750000008)  --> STEP: 26 | > loss_disc: 2.3112196922302246 (2.4548699947503896) | > loss_disc_real_0: 0.1488683521747589 (0.1602060734652556) | > loss_disc_real_1: 0.16349825263023376 (0.2681447290457212) | > loss_disc_real_2: 0.20300808548927307 (0.24601128296210215) | > loss_disc_real_3: 0.34320294857025146 (0.28876856370614123) | > loss_disc_real_4: 0.1940632164478302 (0.24078770554982698) | > loss_disc_real_5: 0.3470431864261627 (0.2604067847132683) | > loss_0: 2.3112196922302246 (2.4548699947503896) | > loss_gen: 2.7833595275878906 (2.5854187195117655) | > loss_kl: 2.172780990600586 (2.9382078372515164) | > loss_feat: 10.392302513122559 (6.608210215201745) | > loss_mel: 18.780630111694336 (17.62863980806791) | > loss_duration: 2.3187408447265625 (2.3383275728959307) | > loss_1: 36.44781494140625 (32.09880418043871) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024939041871290943 (-5.33690819373581e-06) | > avg_loss_disc: 2.4548699947503896 (+0.03405086810772184) | > avg_loss_disc_real_0: 0.1602060734652556 (+0.062422676011919975) | > avg_loss_disc_real_1: 0.2681447290457212 (+0.07258522739777196) | > avg_loss_disc_real_2: 0.24601128296210215 (+0.012603795299163223) | > avg_loss_disc_real_3: 0.28876856370614123 (+0.08350712232864818) | > avg_loss_disc_real_4: 0.24078770554982698 (+0.030436963416062862) | > avg_loss_disc_real_5: 0.2604067847132683 (+0.07466229968346083) | > avg_loss_0: 2.4548699947503896 (+0.03405086810772184) | > avg_loss_gen: 2.5854187195117655 (+0.4549505802301259) | > avg_loss_kl: 2.9382078372515164 (-0.13464758946345423) | > avg_loss_feat: 6.608210215201745 (-0.28508492616506675) | > avg_loss_mel: 17.62863980806791 (+0.3561169550969012) | > avg_loss_duration: 2.3383275728959307 (-0.006350581462566396) | > avg_loss_1: 32.09880418043871 (+0.3849848233736566)  > EPOCH: 726/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:18:23)   --> TIME: 2024-06-11 23:18:31 -- STEP: 19/330 -- GLOBAL_STEP: 327600 | > loss_disc: 2.3429548740386963 (2.397261004698904) | > loss_disc_real_0: 0.12536713480949402 (0.10973733506704632) | > loss_disc_real_1: 0.20185811817646027 (0.20173129517781108) | > loss_disc_real_2: 0.1853245049715042 (0.21595553034230283) | > loss_disc_real_3: 0.2401118278503418 (0.23391646303628622) | > loss_disc_real_4: 0.25129663944244385 (0.2445286065340042) | > loss_disc_real_5: 0.2367248684167862 (0.23991820608314715) | > loss_0: 2.3429548740386963 (2.397261004698904) | > grad_norm_0: tensor(11.6698, device='cuda:0') (tensor(7.8804, device='cuda:0')) | > loss_gen: 2.409235715866089 (2.4115133160038997) | > loss_kl: 1.9912214279174805 (1.9133025219565944) | > loss_feat: 6.974279403686523 (6.548249646237022) | > loss_mel: 16.521520614624023 (17.470755426507246) | > loss_duration: 1.9732818603515625 (2.0630468694787276) | > loss_1: 29.869539260864258 (30.40686757940995) | > grad_norm_1: tensor(105.9891, device='cuda:0') (tensor(81.7936, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3574 (0.3627961183849134) | > loader_time: 0.0032 (0.003165621506540399)  --> TIME: 2024-06-11 23:18:41 -- STEP: 44/330 -- GLOBAL_STEP: 327625 | > loss_disc: 2.457390546798706 (2.3662355271252715) | > loss_disc_real_0: 0.1279539167881012 (0.10600771145387129) | > loss_disc_real_1: 0.19444534182548523 (0.19742693650451573) | > loss_disc_real_2: 0.25594326853752136 (0.21093126995996994) | > loss_disc_real_3: 0.2446197271347046 (0.2286065552722324) | > loss_disc_real_4: 0.24098502099514008 (0.23771972649476744) | > loss_disc_real_5: 0.23330631852149963 (0.22891138595613567) | > loss_0: 2.457390546798706 (2.3662355271252715) | > grad_norm_0: tensor(8.5513, device='cuda:0') (tensor(8.5463, device='cuda:0')) | > loss_gen: 2.496857166290283 (2.443781142885035) | > loss_kl: 2.006554126739502 (1.9391889355399392) | > loss_feat: 6.608861923217773 (6.765239910645918) | > loss_mel: 17.137699127197266 (17.418299111452964) | > loss_duration: 1.921095848083496 (2.0098485486073927) | > loss_1: 30.171066284179688 (30.576357408003375) | > grad_norm_1: tensor(58.9269, device='cuda:0') (tensor(84.7428, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3611 (0.36506527120416815) | > loader_time: 0.0041 (0.003346605734391646)  --> TIME: 2024-06-11 23:18:50 -- STEP: 69/330 -- GLOBAL_STEP: 327650 | > loss_disc: 2.3555827140808105 (2.3640063707379317) | > loss_disc_real_0: 0.10249823331832886 (0.10644172218398772) | > loss_disc_real_1: 0.19621647894382477 (0.19676241278648376) | > loss_disc_real_2: 0.22320669889450073 (0.21044266612633414) | > loss_disc_real_3: 0.2311680167913437 (0.22834228929402173) | > loss_disc_real_4: 0.22982296347618103 (0.23584254625914752) | > loss_disc_real_5: 0.22685110569000244 (0.2278358856405037) | > loss_0: 2.3555827140808105 (2.3640063707379317) | > grad_norm_0: tensor(10.1724, device='cuda:0') (tensor(9.4572, device='cuda:0')) | > loss_gen: 2.5565237998962402 (2.4492705697598667) | > loss_kl: 1.9851022958755493 (1.9634694603906162) | > loss_feat: 6.9372944831848145 (6.806792646214582) | > loss_mel: 16.532855987548828 (17.369136285090786) | > loss_duration: 1.9443154335021973 (1.9960731026055156) | > loss_1: 29.956092834472656 (30.58474192412003) | > grad_norm_1: tensor(278.2036, device='cuda:0') (tensor(110.5682, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3682 (0.36754350040269934) | > loader_time: 0.0034 (0.0035262384276459184)  --> TIME: 2024-06-11 23:19:00 -- STEP: 94/330 -- GLOBAL_STEP: 327675 | > loss_disc: 2.4013006687164307 (2.3744728793489176) | > loss_disc_real_0: 0.1143295019865036 (0.11025166677984785) | > loss_disc_real_1: 0.19362124800682068 (0.1979355312725331) | > loss_disc_real_2: 0.18575796484947205 (0.21171157537622654) | > loss_disc_real_3: 0.26694589853286743 (0.2297207514973397) | > loss_disc_real_4: 0.23360970616340637 (0.23528995666098088) | > loss_disc_real_5: 0.22245392203330994 (0.2266664574754999) | > loss_0: 2.4013006687164307 (2.3744728793489176) | > grad_norm_0: tensor(7.8331, device='cuda:0') (tensor(9.9187, device='cuda:0')) | > loss_gen: 2.5896682739257812 (2.446026510380684) | > loss_kl: 1.965956211090088 (1.9757348603390632) | > loss_feat: 7.215671539306641 (6.791273051119865) | > loss_mel: 17.85932731628418 (17.314555452225044) | > loss_duration: 2.003417491912842 (1.993608591404367) | > loss_1: 31.63404083251953 (30.521198333577907) | > grad_norm_1: tensor(61.1176, device='cuda:0') (tensor(109.0649, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.379 (0.3685243814549547) | > loader_time: 0.0039 (0.00360885833172088)  --> TIME: 2024-06-11 23:19:09 -- STEP: 119/330 -- GLOBAL_STEP: 327700 | > loss_disc: 2.398062229156494 (2.3775486685648692) | > loss_disc_real_0: 0.0870320051908493 (0.11288208257751305) | > loss_disc_real_1: 0.23894143104553223 (0.1978301742748052) | > loss_disc_real_2: 0.23824931681156158 (0.21256372445270794) | > loss_disc_real_3: 0.21378767490386963 (0.22950641898547902) | > loss_disc_real_4: 0.2383212298154831 (0.23383341917470724) | > loss_disc_real_5: 0.2233692854642868 (0.2257063386320066) | > loss_0: 2.398062229156494 (2.3775486685648692) | > grad_norm_0: tensor(18.2800, device='cuda:0') (tensor(9.7048, device='cuda:0')) | > loss_gen: 2.481966733932495 (2.4491403443472715) | > loss_kl: 2.041492223739624 (1.9869738636898393) | > loss_feat: 7.006572246551514 (6.823628694069486) | > loss_mel: 17.62999153137207 (17.341122907750744) | > loss_duration: 1.991763710975647 (1.995224717284451) | > loss_1: 31.151784896850586 (30.59609038088502) | > grad_norm_1: tensor(112.9173, device='cuda:0') (tensor(108.8173, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3679 (0.3699481547379693) | > loader_time: 0.0038 (0.0037332302382012375)  --> TIME: 2024-06-11 23:19:19 -- STEP: 144/330 -- GLOBAL_STEP: 327725 | > loss_disc: 2.3453469276428223 (2.3786336332559594) | > loss_disc_real_0: 0.10653422772884369 (0.11483492008927795) | > loss_disc_real_1: 0.20044353604316711 (0.1979683567252424) | > loss_disc_real_2: 0.16204947233200073 (0.21249584615644485) | > loss_disc_real_3: 0.22613424062728882 (0.22994333319365978) | > loss_disc_real_4: 0.2099396139383316 (0.23310964927077293) | > loss_disc_real_5: 0.24601970613002777 (0.22537051751795742) | > loss_0: 2.3453469276428223 (2.3786336332559594) | > grad_norm_0: tensor(17.5558, device='cuda:0') (tensor(10.4960, device='cuda:0')) | > loss_gen: 2.4549520015716553 (2.451684180233213) | > loss_kl: 1.9818345308303833 (1.9916924668682947) | > loss_feat: 7.979624271392822 (6.850453499290679) | > loss_mel: 17.65036964416504 (17.357265684339733) | > loss_duration: 1.9813146591186523 (1.9997353934579425) | > loss_1: 32.048095703125 (30.65083110332489) | > grad_norm_1: tensor(413.6156, device='cuda:0') (tensor(122.7201, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3788 (0.371921509504318) | > loader_time: 0.0039 (0.003835120134883457)  --> TIME: 2024-06-11 23:19:29 -- STEP: 169/330 -- GLOBAL_STEP: 327750 | > loss_disc: 2.451270818710327 (2.377918019097233) | > loss_disc_real_0: 0.11199001967906952 (0.11591816953653415) | > loss_disc_real_1: 0.2335132211446762 (0.1972533898240716) | > loss_disc_real_2: 0.23465222120285034 (0.21224368244585906) | > loss_disc_real_3: 0.21455726027488708 (0.2297562676421284) | > loss_disc_real_4: 0.24572773277759552 (0.2332848673741493) | > loss_disc_real_5: 0.2640412747859955 (0.22574792573085198) | > loss_0: 2.451270818710327 (2.377918019097233) | > grad_norm_0: tensor(6.5061, device='cuda:0') (tensor(11.3197, device='cuda:0')) | > loss_gen: 2.3242990970611572 (2.4541474898185953) | > loss_kl: 2.17714786529541 (2.0012593777222043) | > loss_feat: 7.242692947387695 (6.85646051485863) | > loss_mel: 17.138782501220703 (17.343892249835314) | > loss_duration: 2.0581154823303223 (2.0048966132677517) | > loss_1: 30.941038131713867 (30.660656110774838) | > grad_norm_1: tensor(117.1035, device='cuda:0') (tensor(137.8232, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3941 (0.3758883716086663) | > loader_time: 0.0053 (0.003949546249660514)  --> TIME: 2024-06-11 23:19:39 -- STEP: 194/330 -- GLOBAL_STEP: 327775 | > loss_disc: 2.469892740249634 (2.379971742630006) | > loss_disc_real_0: 0.16501975059509277 (0.11707757447951848) | > loss_disc_real_1: 0.17914199829101562 (0.1976593297320543) | > loss_disc_real_2: 0.22039145231246948 (0.21248366422567172) | > loss_disc_real_3: 0.2454516589641571 (0.23003650694778285) | > loss_disc_real_4: 0.25698360800743103 (0.23316502041116202) | > loss_disc_real_5: 0.26089856028556824 (0.22569343977674997) | > loss_0: 2.469892740249634 (2.379971742630006) | > grad_norm_0: tensor(41.5909, device='cuda:0') (tensor(13.1216, device='cuda:0')) | > loss_gen: 2.4049909114837646 (2.4553186008610677) | > loss_kl: 2.0845909118652344 (2.0019156945120438) | > loss_feat: 6.930067539215088 (6.857989180948317) | > loss_mel: 17.142440795898438 (17.318436976560605) | > loss_duration: 2.030488967895508 (2.0124747163241685) | > loss_1: 30.592578887939453 (30.64613504508107) | > grad_norm_1: tensor(133.8125, device='cuda:0') (tensor(156.7572, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.3928 (0.3782840733675611) | > loader_time: 0.0052 (0.004047374135440158)  --> TIME: 2024-06-11 23:19:49 -- STEP: 219/330 -- GLOBAL_STEP: 327800 | > loss_disc: 2.4940292835235596 (2.382680154826545) | > loss_disc_real_0: 0.25796422362327576 (0.11875631571768626) | > loss_disc_real_1: 0.18588297069072723 (0.19725211291280512) | > loss_disc_real_2: 0.17668719589710236 (0.2125381411618838) | > loss_disc_real_3: 0.22207993268966675 (0.23026704992333505) | > loss_disc_real_4: 0.21601301431655884 (0.23283196740770992) | > loss_disc_real_5: 0.20651669800281525 (0.22499187732940396) | > loss_0: 2.4940292835235596 (2.382680154826545) | > grad_norm_0: tensor(82.9800, device='cuda:0') (tensor(16.5653, device='cuda:0')) | > loss_gen: 2.4069337844848633 (2.4625281449322296) | > loss_kl: 2.1664345264434814 (2.0084175072848534) | > loss_feat: 7.558866024017334 (6.872046340001773) | > loss_mel: 17.94852638244629 (17.294918957366235) | > loss_duration: 2.0997204780578613 (2.0202061585639735) | > loss_1: 32.18048095703125 (30.658116989484117) | > grad_norm_1: tensor(170.1408, device='cuda:0') (tensor(184.0135, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.4045 (0.38053927682850447) | > loader_time: 0.0052 (0.00415653507459109)  --> TIME: 2024-06-11 23:20:00 -- STEP: 244/330 -- GLOBAL_STEP: 327825 | > loss_disc: 2.3920915126800537 (2.3824892425146276) | > loss_disc_real_0: 0.1980939507484436 (0.11982793214379764) | > loss_disc_real_1: 0.20770224928855896 (0.1969972304755547) | > loss_disc_real_2: 0.1944245845079422 (0.21252727032196325) | > loss_disc_real_3: 0.23999692499637604 (0.23057734520464648) | > loss_disc_real_4: 0.225937157869339 (0.2333254897814305) | > loss_disc_real_5: 0.2428189218044281 (0.2249282580785087) | > loss_0: 2.3920915126800537 (2.3824892425146276) | > grad_norm_0: tensor(39.9033, device='cuda:0') (tensor(19.2663, device='cuda:0')) | > loss_gen: 2.6522300243377686 (2.4680276855093544) | > loss_kl: 2.0127506256103516 (2.0126856404249795) | > loss_feat: 6.392715930938721 (6.8806023617259795) | > loss_mel: 15.8678617477417 (17.27526791760178) | > loss_duration: 2.03515362739563 (2.028987776060576) | > loss_1: 28.960710525512695 (30.665571236219563) | > grad_norm_1: tensor(652.1470, device='cuda:0') (tensor(208.8877, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.4171 (0.3841381610416974) | > loader_time: 0.006 (0.004285013089414501)  --> TIME: 2024-06-11 23:20:11 -- STEP: 269/330 -- GLOBAL_STEP: 327850 | > loss_disc: 2.3545150756835938 (2.3848090056593105) | > loss_disc_real_0: 0.11362497508525848 (0.12061504870099206) | > loss_disc_real_1: 0.20303170382976532 (0.19779501356821522) | > loss_disc_real_2: 0.2044530063867569 (0.21264842030727288) | > loss_disc_real_3: 0.2120743989944458 (0.23037418207936128) | > loss_disc_real_4: 0.20091921091079712 (0.2330286451321109) | > loss_disc_real_5: 0.2074364721775055 (0.2250197152001264) | > loss_0: 2.3545150756835938 (2.3848090056593105) | > grad_norm_0: tensor(15.0651, device='cuda:0') (tensor(19.4716, device='cuda:0')) | > loss_gen: 2.468411922454834 (2.4649003748556946) | > loss_kl: 2.0777347087860107 (2.020492768199028) | > loss_feat: 6.644758224487305 (6.887673844192108) | > loss_mel: 16.373783111572266 (17.249059694850306) | > loss_duration: 2.135089874267578 (2.037569345594784) | > loss_1: 29.699777603149414 (30.659695905380534) | > grad_norm_1: tensor(433.2719, device='cuda:0') (tensor(217.3656, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.4487 (0.38828313217730315) | > loader_time: 0.006 (0.004419105203621448)  --> TIME: 2024-06-11 23:20:23 -- STEP: 294/330 -- GLOBAL_STEP: 327875 | > loss_disc: 2.4129509925842285 (2.3877341236386997) | > loss_disc_real_0: 0.1429189294576645 (0.12139580016132115) | > loss_disc_real_1: 0.19685861468315125 (0.19807054431868246) | > loss_disc_real_2: 0.21452167630195618 (0.21310097100783376) | > loss_disc_real_3: 0.22331833839416504 (0.23048151421303653) | > loss_disc_real_4: 0.22572505474090576 (0.2332174162171325) | > loss_disc_real_5: 0.2253626137971878 (0.22510729922729283) | > loss_0: 2.4129509925842285 (2.3877341236386997) | > grad_norm_0: tensor(27.4088, device='cuda:0') (tensor(20.2123, device='cuda:0')) | > loss_gen: 2.470301866531372 (2.459856185783335) | > loss_kl: 2.1165571212768555 (2.0245821731431146) | > loss_feat: 6.687493324279785 (6.884476278914884) | > loss_mel: 16.380435943603516 (17.2073914047812) | > loss_duration: 2.2005696296691895 (2.047571744237629) | > loss_1: 29.855358123779297 (30.623877642106038) | > grad_norm_1: tensor(132.0222, device='cuda:0') (tensor(225.6063, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.4563 (0.3936854633344273) | > loader_time: 0.0072 (0.004569145286975261)  --> TIME: 2024-06-11 23:20:36 -- STEP: 319/330 -- GLOBAL_STEP: 327900 | > loss_disc: 2.385071039199829 (2.392250676140144) | > loss_disc_real_0: 0.19113227725028992 (0.12262387267754743) | > loss_disc_real_1: 0.1694127917289734 (0.19880667015863435) | > loss_disc_real_2: 0.22724205255508423 (0.21342786455229168) | > loss_disc_real_3: 0.2114502191543579 (0.23068410447772394) | > loss_disc_real_4: 0.2469121813774109 (0.23348488450797747) | > loss_disc_real_5: 0.20814910531044006 (0.2247394092124084) | > loss_0: 2.385071039199829 (2.392250676140144) | > grad_norm_0: tensor(50.5311, device='cuda:0') (tensor(21.5567, device='cuda:0')) | > loss_gen: 2.480769395828247 (2.456497082515945) | > loss_kl: 2.0481271743774414 (2.030264898901078) | > loss_feat: 7.720787048339844 (6.910713191316418) | > loss_mel: 17.29161262512207 (17.174097174761062) | > loss_duration: 2.2448408603668213 (2.0615135121121306) | > loss_1: 31.7861385345459 (30.633085717228138) | > grad_norm_1: tensor(330.7472, device='cuda:0') (tensor(240.3503, device='cuda:0')) | > current_lr_0: 0.00018264816272540486 | > current_lr_1: 0.00018264816272540486 | > step_time: 0.5437 (0.40279507935981373) | > loader_time: 0.0087 (0.0048018570603995435)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5265393257141113 (2.5265393257141113) | > loss_disc_real_0: 0.17694181203842163 (0.17694181203842163) | > loss_disc_real_1: 0.24548819661140442 (0.24548819661140442) | > loss_disc_real_2: 0.23423455655574799 (0.23423455655574799) | > loss_disc_real_3: 0.22349967062473297 (0.22349967062473297) | > loss_disc_real_4: 0.2583015561103821 (0.2583015561103821) | > loss_disc_real_5: 0.20977577567100525 (0.20977577567100525) | > loss_0: 2.5265393257141113 (2.5265393257141113) | > loss_gen: 2.236943483352661 (2.236943483352661) | > loss_kl: 2.3813517093658447 (2.3813517093658447) | > loss_feat: 4.917933464050293 (4.917933464050293) | > loss_mel: 14.039843559265137 (14.039843559265137) | > loss_duration: 3.025930881500244 (3.025930881500244) | > loss_1: 26.60200309753418 (26.60200309753418)  --> STEP: 1 | > loss_disc: 2.4995877742767334 (2.4995877742767334) | > loss_disc_real_0: 0.09511573612689972 (0.09511573612689972) | > loss_disc_real_1: 0.2156914919614792 (0.2156914919614792) | > loss_disc_real_2: 0.1550857424736023 (0.1550857424736023) | > loss_disc_real_3: 0.1814878135919571 (0.1814878135919571) | > loss_disc_real_4: 0.23230887949466705 (0.23230887949466705) | > loss_disc_real_5: 0.1953304409980774 (0.1953304409980774) | > loss_0: 2.4995877742767334 (2.4995877742767334) | > loss_gen: 2.071873664855957 (2.071873664855957) | > loss_kl: 3.6647262573242188 (3.6647262573242188) | > loss_feat: 7.092562675476074 (7.092562675476074) | > loss_mel: 17.567384719848633 (17.567384719848633) | > loss_duration: 2.4034852981567383 (2.4034852981567383) | > loss_1: 32.80002975463867 (32.80002975463867)  --> STEP: 2 | > loss_disc: 2.2299282550811768 (2.364758014678955) | > loss_disc_real_0: 0.05602656304836273 (0.07557114958763123) | > loss_disc_real_1: 0.24415428936481476 (0.22992289066314697) | > loss_disc_real_2: 0.18459787964820862 (0.16984181106090546) | > loss_disc_real_3: 0.1820874959230423 (0.1817876547574997) | > loss_disc_real_4: 0.21930347383022308 (0.22580617666244507) | > loss_disc_real_5: 0.22251899540424347 (0.20892471820116043) | > loss_0: 2.2299282550811768 (2.364758014678955) | > loss_gen: 2.540677785873413 (2.306275725364685) | > loss_kl: 3.1313464641571045 (3.3980363607406616) | > loss_feat: 7.071056365966797 (7.0818095207214355) | > loss_mel: 20.959815979003906 (19.26360034942627) | > loss_duration: 2.500795841217041 (2.4521405696868896) | > loss_1: 36.20369338989258 (34.501861572265625)  --> STEP: 3 | > loss_disc: 2.113826036453247 (2.2811140219370523) | > loss_disc_real_0: 0.09935987740755081 (0.08350072552760442) | > loss_disc_real_1: 0.2217927724123001 (0.22721285124619803) | > loss_disc_real_2: 0.17406770586967468 (0.17125044266382852) | > loss_disc_real_3: 0.14570392668247223 (0.1697597453991572) | > loss_disc_real_4: 0.1908865123987198 (0.21416628857453665) | > loss_disc_real_5: 0.2214793711900711 (0.21310960253079733) | > loss_0: 2.113826036453247 (2.2811140219370523) | > loss_gen: 2.53863263130188 (2.38372802734375) | > loss_kl: 4.045172214508057 (3.61374831199646) | > loss_feat: 6.435816764831543 (6.866478602091472) | > loss_mel: 16.79859733581543 (18.441932678222656) | > loss_duration: 2.326845645904541 (2.4103755950927734) | > loss_1: 32.14506530761719 (33.71626281738281)  --> STEP: 4 | > loss_disc: 2.317739248275757 (2.2902703285217285) | > loss_disc_real_0: 0.13552796840667725 (0.09650753624737263) | > loss_disc_real_1: 0.28108808398246765 (0.24068165943026543) | > loss_disc_real_2: 0.2186826467514038 (0.18310849368572235) | > loss_disc_real_3: 0.2111647129058838 (0.18011098727583885) | > loss_disc_real_4: 0.1760968118906021 (0.204648919403553) | > loss_disc_real_5: 0.2054409235715866 (0.21119243279099464) | > loss_0: 2.317739248275757 (2.2902703285217285) | > loss_gen: 2.4588463306427 (2.4025076031684875) | > loss_kl: 4.23228120803833 (3.7683815360069275) | > loss_feat: 6.572935104370117 (6.793092727661133) | > loss_mel: 17.297147750854492 (18.155736446380615) | > loss_duration: 2.3947153091430664 (2.4064605236053467) | > loss_1: 32.95592498779297 (33.52617835998535)  --> STEP: 5 | > loss_disc: 2.5215959548950195 (2.3365354537963867) | > loss_disc_real_0: 0.21382199227809906 (0.11997042745351791) | > loss_disc_real_1: 0.35323935747146606 (0.2631931990385056) | > loss_disc_real_2: 0.17624300718307495 (0.18173539638519287) | > loss_disc_real_3: 0.1875195950269699 (0.18159270882606507) | > loss_disc_real_4: 0.18951959908008575 (0.20162305533885955) | > loss_disc_real_5: 0.21882125735282898 (0.2127181977033615) | > loss_0: 2.5215959548950195 (2.3365354537963867) | > loss_gen: 2.5096592903137207 (2.423937940597534) | > loss_kl: 2.8350841999053955 (3.581722068786621) | > loss_feat: 6.520918369293213 (6.738657855987549) | > loss_mel: 18.569345474243164 (18.238458251953126) | > loss_duration: 2.39548397064209 (2.404265213012695) | > loss_1: 32.83049011230469 (33.38704071044922)  --> STEP: 6 | > loss_disc: 2.550774097442627 (2.3722418944040933) | > loss_disc_real_0: 0.17340068519115448 (0.12887547040979067) | > loss_disc_real_1: 0.31132712960243225 (0.27121552079916) | > loss_disc_real_2: 0.2690684199333191 (0.19629090030988058) | > loss_disc_real_3: 0.2295651137828827 (0.18958810965220133) | > loss_disc_real_4: 0.22701945900917053 (0.20585578928391138) | > loss_disc_real_5: 0.21755370497703552 (0.2135241155823072) | > loss_0: 2.550774097442627 (2.3722418944040933) | > loss_gen: 2.2819156646728516 (2.400267561276754) | > loss_kl: 3.061858892440796 (3.495078206062317) | > loss_feat: 4.680415153503418 (6.395617405573527) | > loss_mel: 14.761042594909668 (17.658888975779217) | > loss_duration: 2.2349376678466797 (2.376043955485026) | > loss_1: 27.020170211791992 (32.32589562733968)  --> STEP: 7 | > loss_disc: 2.415900230407715 (2.378478799547468) | > loss_disc_real_0: 0.14548906683921814 (0.13124884132828032) | > loss_disc_real_1: 0.34709304571151733 (0.28205516721521107) | > loss_disc_real_2: 0.16761207580566406 (0.1921939253807068) | > loss_disc_real_3: 0.19178220629692078 (0.1899015520300184) | > loss_disc_real_4: 0.20318250358104706 (0.20547389132635935) | > loss_disc_real_5: 0.20044974982738495 (0.21165634904588973) | > loss_0: 2.415900230407715 (2.378478799547468) | > loss_gen: 2.347928762435913 (2.3927905900137767) | > loss_kl: 4.026836395263672 (3.5710436616625105) | > loss_feat: 6.957790374755859 (6.475927829742432) | > loss_mel: 16.911216735839844 (17.552078655787877) | > loss_duration: 2.552116870880127 (2.401197229112898) | > loss_1: 32.79589080810547 (32.39303779602051)  --> STEP: 8 | > loss_disc: 2.26595401763916 (2.3644132018089294) | > loss_disc_real_0: 0.167812779545784 (0.13581933360546827) | > loss_disc_real_1: 0.3029470443725586 (0.2846666518598795) | > loss_disc_real_2: 0.24340884387493134 (0.19859579019248486) | > loss_disc_real_3: 0.16095171868801117 (0.1862828228622675) | > loss_disc_real_4: 0.20361877977848053 (0.2052420023828745) | > loss_disc_real_5: 0.15842187404632568 (0.2050020396709442) | > loss_0: 2.26595401763916 (2.3644132018089294) | > loss_gen: 2.6029114723205566 (2.419055700302124) | > loss_kl: 3.0510895252227783 (3.506049394607544) | > loss_feat: 7.774961471557617 (6.63830703496933) | > loss_mel: 18.54425048828125 (17.67610013484955) | > loss_duration: 2.258269786834717 (2.383331298828125) | > loss_1: 34.23147964477539 (32.62284302711487)  --> STEP: 9 | > loss_disc: 2.509845733642578 (2.380572372012668) | > loss_disc_real_0: 0.18344634771347046 (0.14111122406191295) | > loss_disc_real_1: 0.20871560275554657 (0.2762276464038425) | > loss_disc_real_2: 0.30610764026641846 (0.21054155131181082) | > loss_disc_real_3: 0.22866502404212952 (0.1909919563266966) | > loss_disc_real_4: 0.22215548157691956 (0.2071212778488795) | > loss_disc_real_5: 0.1610247641801834 (0.20011567572752634) | > loss_0: 2.509845733642578 (2.380572372012668) | > loss_gen: 2.4477968215942383 (2.42224915822347) | > loss_kl: 2.9052467346191406 (3.439293543497721) | > loss_feat: 7.622796535491943 (6.74769475724962) | > loss_mel: 18.365474700927734 (17.752697308858234) | > loss_duration: 2.1607236862182617 (2.3585971196492515) | > loss_1: 33.50204086303711 (32.720531675550674)  --> STEP: 10 | > loss_disc: 2.3434529304504395 (2.376860427856445) | > loss_disc_real_0: 0.13024228811264038 (0.1400243304669857) | > loss_disc_real_1: 0.20994839072227478 (0.26959972083568573) | > loss_disc_real_2: 0.2545907199382782 (0.21494646817445756) | > loss_disc_real_3: 0.15971824526786804 (0.18786458522081376) | > loss_disc_real_4: 0.19267022609710693 (0.20567617267370225) | > loss_disc_real_5: 0.11860240250825882 (0.1919643484055996) | > loss_0: 2.3434529304504395 (2.376860427856445) | > loss_gen: 2.181995391845703 (2.3982237815856933) | > loss_kl: 2.8039205074310303 (3.3757562398910523) | > loss_feat: 5.177986145019531 (6.590723896026612) | > loss_mel: 15.153347969055176 (17.49276237487793) | > loss_duration: 2.34909725189209 (2.3576471328735353) | > loss_1: 27.66634750366211 (32.21511325836182)  --> STEP: 11 | > loss_disc: 2.3154006004333496 (2.371273170817982) | > loss_disc_real_0: 0.11237652599811554 (0.1375108936970884) | > loss_disc_real_1: 0.30534595251083374 (0.27284937826069916) | > loss_disc_real_2: 0.16500212252140045 (0.21040607311508872) | > loss_disc_real_3: 0.18693165481090546 (0.18777977336536755) | > loss_disc_real_4: 0.19169604778289795 (0.20440525222908368) | > loss_disc_real_5: 0.14015230536460876 (0.18725416267460043) | > loss_0: 2.3154006004333496 (2.371273170817982) | > loss_gen: 2.3355178833007812 (2.392523245377974) | > loss_kl: 3.7695422172546387 (3.411554965105924) | > loss_feat: 6.977203369140625 (6.625858393582431) | > loss_mel: 16.816511154174805 (17.431284991177645) | > loss_duration: 2.5640571117401123 (2.3764116764068604) | > loss_1: 32.462833404541016 (32.237633271650836)  --> STEP: 12 | > loss_disc: 2.4627888202667236 (2.3788994749387107) | > loss_disc_real_0: 0.20994067192077637 (0.1435467085490624) | > loss_disc_real_1: 0.2586463689804077 (0.2716657941540082) | > loss_disc_real_2: 0.2016599327325821 (0.20967722808321318) | > loss_disc_real_3: 0.2032073736190796 (0.18906540671984354) | > loss_disc_real_4: 0.23550474643707275 (0.2069968767464161) | > loss_disc_real_5: 0.21470755338668823 (0.18954194523394108) | > loss_0: 2.4627888202667236 (2.3788994749387107) | > loss_gen: 2.424546480178833 (2.3951918482780457) | > loss_kl: 2.9414761066436768 (3.3723817269007363) | > loss_feat: 5.14350700378418 (6.502329111099243) | > loss_mel: 15.60796070098877 (17.27934130032857) | > loss_duration: 2.3193869590759277 (2.3716596166292825) | > loss_1: 28.436878204345703 (31.92090368270874)  --> STEP: 13 | > loss_disc: 2.3907952308654785 (2.3798145330869236) | > loss_disc_real_0: 0.17873221635818481 (0.14625328607284105) | > loss_disc_real_1: 0.2193339318037033 (0.26764026628090787) | > loss_disc_real_2: 0.21890775859355927 (0.21038726889170134) | > loss_disc_real_3: 0.20686496794223785 (0.1904346037369508) | > loss_disc_real_4: 0.1943354308605194 (0.20602291937057787) | > loss_disc_real_5: 0.1971798986196518 (0.190129480109765) | > loss_0: 2.3907952308654785 (2.3798145330869236) | > loss_gen: 2.2316431999206543 (2.382611183019785) | > loss_kl: 3.550166130065918 (3.386057450221135) | > loss_feat: 6.547994613647461 (6.50584184206449) | > loss_mel: 15.859603881835938 (17.170130729675293) | > loss_duration: 2.2785098552703857 (2.364494250370906) | > loss_1: 30.46791648864746 (31.80913543701172)  --> STEP: 14 | > loss_disc: 2.5238659381866455 (2.390103919165475) | > loss_disc_real_0: 0.2043873369693756 (0.1504057182797364) | > loss_disc_real_1: 0.2777327001094818 (0.26836115441152025) | > loss_disc_real_2: 0.15911678969860077 (0.20672509180647985) | > loss_disc_real_3: 0.18394142389297485 (0.1899708051766668) | > loss_disc_real_4: 0.24889777600765228 (0.2090854091303689) | > loss_disc_real_5: 0.2503475248813629 (0.19443076902202197) | > loss_0: 2.5238659381866455 (2.390103919165475) | > loss_gen: 2.2592201232910156 (2.3737975358963013) | > loss_kl: 3.550045967102051 (3.3977709157126292) | > loss_feat: 7.160610198974609 (6.552611010415213) | > loss_mel: 18.519847869873047 (17.266539096832275) | > loss_duration: 2.4274721145629883 (2.368992669241769) | > loss_1: 33.91719436645508 (31.9597110748291)  --> STEP: 15 | > loss_disc: 2.6466734409332275 (2.407208553949992) | > loss_disc_real_0: 0.1331537365913391 (0.14925558616717657) | > loss_disc_real_1: 0.27426227927207947 (0.26875456273555753) | > loss_disc_real_2: 0.2166208028793335 (0.20738480587800343) | > loss_disc_real_3: 0.18716010451316833 (0.18978342513243357) | > loss_disc_real_4: 0.17257657647132874 (0.20665148695309957) | > loss_disc_real_5: 0.16291624307632446 (0.19232980062564214) | > loss_0: 2.6466734409332275 (2.407208553949992) | > loss_gen: 2.076105833053589 (2.353951422373454) | > loss_kl: 3.3392906188964844 (3.3938722292582195) | > loss_feat: 7.007266998291016 (6.582921409606934) | > loss_mel: 17.80864906311035 (17.302679761250815) | > loss_duration: 2.43156099319458 (2.3731638908386232) | > loss_1: 32.662872314453125 (32.006588490804035)  --> STEP: 16 | > loss_disc: 2.7373478412628174 (2.4278422594070435) | > loss_disc_real_0: 0.20050057768821716 (0.1524583981372416) | > loss_disc_real_1: 0.4004872739315033 (0.27698785718530416) | > loss_disc_real_2: 0.22274525463581085 (0.2083448339253664) | > loss_disc_real_3: 0.20687605440616608 (0.19085171446204185) | > loss_disc_real_4: 0.1877417266368866 (0.20546962693333626) | > loss_disc_real_5: 0.1965501308441162 (0.19259357126429677) | > loss_0: 2.7373478412628174 (2.4278422594070435) | > loss_gen: 2.1785237789154053 (2.3429871946573257) | > loss_kl: 2.9520788192749023 (3.366260141134262) | > loss_feat: 10.028931617736816 (6.798297047615051) | > loss_mel: 16.87465476989746 (17.27592819929123) | > loss_duration: 2.3962976932525635 (2.3746097534894943) | > loss_1: 34.430484771728516 (32.158082008361816)  --> STEP: 17 | > loss_disc: 2.486290454864502 (2.4312803885516) | > loss_disc_real_0: 0.15544778108596802 (0.15263424419304905) | > loss_disc_real_1: 0.24999283254146576 (0.27539991455919605) | > loss_disc_real_2: 0.19598667323589325 (0.20761788329657385) | > loss_disc_real_3: 0.2492731213569641 (0.19428826780880198) | > loss_disc_real_4: 0.2903949022293091 (0.21046523136251113) | > loss_disc_real_5: 0.31416329741477966 (0.19974473162608988) | > loss_0: 2.486290454864502 (2.4312803885516) | > loss_gen: 2.4969699382781982 (2.352045003105612) | > loss_kl: 2.350705862045288 (3.3065216541290283) | > loss_feat: 6.667474746704102 (6.790601618149701) | > loss_mel: 17.333301544189453 (17.2793031019323) | > loss_duration: 2.478886842727661 (2.3807436999152687) | > loss_1: 31.32733917236328 (32.109214782714844)  --> STEP: 18 | > loss_disc: 2.3716437816619873 (2.427967243724399) | > loss_disc_real_0: 0.24532297253608704 (0.1577836179898845) | > loss_disc_real_1: 0.3062540888786316 (0.27711403535472023) | > loss_disc_real_2: 0.24678339064121246 (0.20979374481572044) | > loss_disc_real_3: 0.17437465488910675 (0.19318195597993004) | > loss_disc_real_4: 0.21231773495674133 (0.21056814822885725) | > loss_disc_real_5: 0.1601666510105133 (0.19754594936966896) | > loss_0: 2.3716437816619873 (2.427967243724399) | > loss_gen: 2.5005245208740234 (2.3602938652038574) | > loss_kl: 3.110992908477783 (3.2956589460372925) | > loss_feat: 6.530517578125 (6.776152504814996) | > loss_mel: 14.450711250305176 (17.12215911017524) | > loss_duration: 2.279006242752075 (2.375091618961758) | > loss_1: 28.87175178527832 (31.929355727301704)  --> STEP: 19 | > loss_disc: 2.5249180793762207 (2.433069919285021) | > loss_disc_real_0: 0.2278260886669159 (0.1614700638149914) | > loss_disc_real_1: 0.28140759468078613 (0.2773400121613553) | > loss_disc_real_2: 0.21459899842739105 (0.21004665290054522) | > loss_disc_real_3: 0.1710861474275589 (0.19201901868769997) | > loss_disc_real_4: 0.1848227083683014 (0.20921312507830167) | > loss_disc_real_5: 0.17544735968112946 (0.1963828657018511) | > loss_0: 2.5249180793762207 (2.433069919285021) | > loss_gen: 2.144455909729004 (2.348933972810444) | > loss_kl: 2.5550756454467773 (3.25668087758516) | > loss_feat: 7.346078872680664 (6.806148629439504) | > loss_mel: 17.06163787841797 (17.118973782188014) | > loss_duration: 2.401301145553589 (2.3764710677297494) | > loss_1: 31.508546829223633 (31.907207890560752)  --> STEP: 20 | > loss_disc: 2.187291145324707 (2.4207809805870055) | > loss_disc_real_0: 0.10076841711997986 (0.15843498148024082) | > loss_disc_real_1: 0.23298949003219604 (0.2751224860548973) | > loss_disc_real_2: 0.15324455499649048 (0.2072065480053425) | > loss_disc_real_3: 0.14196209609508514 (0.18951617255806924) | > loss_disc_real_4: 0.17391593754291534 (0.20744826570153235) | > loss_disc_real_5: 0.1361670047044754 (0.1933720726519823) | > loss_0: 2.187291145324707 (2.4207809805870055) | > loss_gen: 2.3909924030303955 (2.3510368943214415) | > loss_kl: 2.2596428394317627 (3.20682897567749) | > loss_feat: 6.634490013122559 (6.797565698623657) | > loss_mel: 18.515310287475586 (17.188790607452393) | > loss_duration: 2.3232693672180176 (2.3738109827041627) | > loss_1: 32.12370681762695 (31.918032836914062)  --> STEP: 21 | > loss_disc: 2.2831599712371826 (2.414227599189395) | > loss_disc_real_0: 0.17586325109004974 (0.1592648990807079) | > loss_disc_real_1: 0.26603642106056213 (0.2746898162932623) | > loss_disc_real_2: 0.2049354612827301 (0.20709840101855143) | > loss_disc_real_3: 0.2688717544078827 (0.19329500978901273) | > loss_disc_real_4: 0.27534013986587524 (0.2106812120903106) | > loss_disc_real_5: 0.20226529240608215 (0.19379555930693945) | > loss_0: 2.2831599712371826 (2.414227599189395) | > loss_gen: 2.716761350631714 (2.368452344621931) | > loss_kl: 2.7680675983428955 (3.1859355767567954) | > loss_feat: 5.442535400390625 (6.7330404463268465) | > loss_mel: 14.809980392456055 (17.075513930547807) | > loss_duration: 2.1512451171875 (2.36321260815575) | > loss_1: 27.88858985900879 (31.726154599870956)  --> STEP: 22 | > loss_disc: 2.412389039993286 (2.4141440283168447) | > loss_disc_real_0: 0.1168522983789444 (0.1573370535942641) | > loss_disc_real_1: 0.23365581035614014 (0.2728246342052113) | > loss_disc_real_2: 0.22692745923995972 (0.20799972184679724) | > loss_disc_real_3: 0.18366436660289764 (0.19285725328055295) | > loss_disc_real_4: 0.2133668214082718 (0.21080328524112701) | > loss_disc_real_5: 0.24931225180625916 (0.1963190453296358) | > loss_0: 2.412389039993286 (2.4141440283168447) | > loss_gen: 2.311312675476074 (2.365855086933483) | > loss_kl: 2.70538592338562 (3.1640924106944692) | > loss_feat: 8.481901168823242 (6.812534115531228) | > loss_mel: 19.032243728637695 (17.164456194097347) | > loss_duration: 2.2026772499084473 (2.3559155464172363) | > loss_1: 34.733524322509766 (31.862853223627265)  --> STEP: 23 | > loss_disc: 2.4796411991119385 (2.416991731394892) | > loss_disc_real_0: 0.0959702730178833 (0.15466893269963883) | > loss_disc_real_1: 0.2632976472377777 (0.2724104173805403) | > loss_disc_real_2: 0.17238767445087433 (0.206451371960018) | > loss_disc_real_3: 0.2575519382953644 (0.19567006567250128) | > loss_disc_real_4: 0.2534825801849365 (0.21265890676042307) | > loss_disc_real_5: 0.2710263133049011 (0.1995671874155169) | > loss_0: 2.4796411991119385 (2.416991731394892) | > loss_gen: 2.271479606628418 (2.361751805181089) | > loss_kl: 2.5528550148010254 (3.13751687174258) | > loss_feat: 7.304247856140137 (6.833912973818571) | > loss_mel: 17.13369369506836 (17.163118694139566) | > loss_duration: 2.288917303085327 (2.353002579315849) | > loss_1: 31.551193237304688 (31.849302789439324)  --> STEP: 24 | > loss_disc: 2.414374351501465 (2.4168826738993325) | > loss_disc_real_0: 0.1762325018644333 (0.15556741474817193) | > loss_disc_real_1: 0.262116938829422 (0.27198152244091034) | > loss_disc_real_2: 0.21934878826141357 (0.20698876430590948) | > loss_disc_real_3: 0.1640111654996872 (0.19435094483196735) | > loss_disc_real_4: 0.19202040135860443 (0.2117989690353473) | > loss_disc_real_5: 0.1594359576702118 (0.19789505284279585) | > loss_0: 2.414374351501465 (2.4168826738993325) | > loss_gen: 2.2150235176086426 (2.355638126532237) | > loss_kl: 2.6091535091400146 (3.11550173163414) | > loss_feat: 5.2685370445251465 (6.768688976764679) | > loss_mel: 16.380834579467773 (17.130523522694908) | > loss_duration: 2.4217000007629395 (2.3558649718761444) | > loss_1: 28.895248413085938 (31.726217190424602)  --> STEP: 25 | > loss_disc: 2.4455220699310303 (2.4180282497406007) | > loss_disc_real_0: 0.11820381879806519 (0.15407287091016766) | > loss_disc_real_1: 0.2638894319534302 (0.27165783882141115) | > loss_disc_real_2: 0.22030936181545258 (0.20752158820629119) | > loss_disc_real_3: 0.1659201979637146 (0.19321371495723724) | > loss_disc_real_4: 0.20683452486991882 (0.21160039126873018) | > loss_disc_real_5: 0.21195365488529205 (0.1984573969244957) | > loss_0: 2.4455220699310303 (2.4180282497406007) | > loss_gen: 2.263216018676758 (2.3519412422180177) | > loss_kl: 2.8193881511688232 (3.1036571884155273) | > loss_feat: 5.451552391052246 (6.716003513336181) | > loss_mel: 14.609413146972656 (17.029679107666016) | > loss_duration: 2.4065237045288086 (2.357891321182251) | > loss_1: 27.550094604492188 (31.559172286987305)  --> STEP: 26 | > loss_disc: 2.613375186920166 (2.4255415934782762) | > loss_disc_real_0: 0.20188818871974945 (0.15591192159515158) | > loss_disc_real_1: 0.22476010024547577 (0.26985407964541364) | > loss_disc_real_2: 0.1937420517206192 (0.20699160603376535) | > loss_disc_real_3: 0.13771554827690125 (0.19107917008491662) | > loss_disc_real_4: 0.18653400242328644 (0.21063629939005926) | > loss_disc_real_5: 0.1738593876361847 (0.19751131964417604) | > loss_0: 2.613375186920166 (2.4255415934782762) | > loss_gen: 1.8331817388534546 (2.331988953627073) | > loss_kl: 2.3037164211273193 (3.0728902358275194) | > loss_feat: 5.384549617767334 (6.664793748121995) | > loss_mel: 11.119011878967285 (16.802345752716064) | > loss_duration: 2.3200087547302246 (2.3564342993956346) | > loss_1: 22.960468292236328 (31.228452902573807) --> EVAL PERFORMANCE | > avg_loader_time: 0.002437784121586726 (-5.612006554236819e-05) | > avg_loss_disc: 2.4255415934782762 (-0.029328401272113336) | > avg_loss_disc_real_0: 0.15591192159515158 (-0.004294151870104013) | > avg_loss_disc_real_1: 0.26985407964541364 (+0.0017093505996924607) | > avg_loss_disc_real_2: 0.20699160603376535 (-0.0390196769283368) | > avg_loss_disc_real_3: 0.19107917008491662 (-0.09768939362122461) | > avg_loss_disc_real_4: 0.21063629939005926 (-0.03015140615976772) | > avg_loss_disc_real_5: 0.19751131964417604 (-0.06289546506909224) | > avg_loss_0: 2.4255415934782762 (-0.029328401272113336) | > avg_loss_gen: 2.331988953627073 (-0.2534297658846927) | > avg_loss_kl: 3.0728902358275194 (+0.13468239857600306) | > avg_loss_feat: 6.664793748121995 (+0.05658353292024998) | > avg_loss_mel: 16.802345752716064 (-0.8262940553518447) | > avg_loss_duration: 2.3564342993956346 (+0.018106726499703907) | > avg_loss_1: 31.228452902573807 (-0.8703512778649056)  > EPOCH: 727/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:21:02)   --> TIME: 2024-06-11 23:21:08 -- STEP: 14/330 -- GLOBAL_STEP: 327925 | > loss_disc: 2.337347984313965 (2.3713934421539307) | > loss_disc_real_0: 0.07338720560073853 (0.10547240238104548) | > loss_disc_real_1: 0.20663315057754517 (0.2071844499026026) | > loss_disc_real_2: 0.20653389394283295 (0.21506345059190476) | > loss_disc_real_3: 0.21835525333881378 (0.2265109121799469) | > loss_disc_real_4: 0.24398261308670044 (0.2292820385524205) | > loss_disc_real_5: 0.19135180115699768 (0.21830597200563975) | > loss_0: 2.337347984313965 (2.3713934421539307) | > grad_norm_0: tensor(11.8940, device='cuda:0') (tensor(8.6731, device='cuda:0')) | > loss_gen: 2.4715662002563477 (2.4386792353221347) | > loss_kl: 1.8457016944885254 (1.9428247553961617) | > loss_feat: 6.913167476654053 (6.692517518997192) | > loss_mel: 17.258066177368164 (17.608159610203334) | > loss_duration: 2.025797128677368 (2.0737898520060947) | > loss_1: 30.514299392700195 (30.755971227373397) | > grad_norm_1: tensor(91.1806, device='cuda:0') (tensor(80.6410, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3389 (0.35868992124285015) | > loader_time: 0.003 (0.0029314586094447543)  --> TIME: 2024-06-11 23:21:17 -- STEP: 39/330 -- GLOBAL_STEP: 327950 | > loss_disc: 2.271310806274414 (2.349149618393336) | > loss_disc_real_0: 0.12316091358661652 (0.11028140114668088) | > loss_disc_real_1: 0.2233586460351944 (0.19779719412326813) | > loss_disc_real_2: 0.22157303988933563 (0.2111495484908422) | > loss_disc_real_3: 0.19147920608520508 (0.22636740100689423) | > loss_disc_real_4: 0.17488618195056915 (0.23125651555183607) | > loss_disc_real_5: 0.17719759047031403 (0.22250204667066917) | > loss_0: 2.271310806274414 (2.349149618393336) | > grad_norm_0: tensor(10.9261, device='cuda:0') (tensor(8.3549, device='cuda:0')) | > loss_gen: 2.5625035762786865 (2.4683667574173365) | > loss_kl: 1.8560497760772705 (1.940102607775957) | > loss_feat: 8.133628845214844 (6.882214509523832) | > loss_mel: 17.240970611572266 (17.32068140078814) | > loss_duration: 2.011241912841797 (2.0163451677713633) | > loss_1: 31.804393768310547 (30.627710538032726) | > grad_norm_1: tensor(89.4417, device='cuda:0') (tensor(80.5945, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3894 (0.35959971256745166) | > loader_time: 0.0034 (0.003249639119857397)  --> TIME: 2024-06-11 23:21:27 -- STEP: 64/330 -- GLOBAL_STEP: 327975 | > loss_disc: 2.259578227996826 (2.3427718952298164) | > loss_disc_real_0: 0.08285383135080338 (0.10894948185887188) | > loss_disc_real_1: 0.20150822401046753 (0.19603457814082503) | > loss_disc_real_2: 0.18698564171791077 (0.2106315242126584) | > loss_disc_real_3: 0.23266461491584778 (0.22937441268004477) | > loss_disc_real_4: 0.23222438991069794 (0.2325734009500593) | > loss_disc_real_5: 0.20880848169326782 (0.22293832409195602) | > loss_0: 2.259578227996826 (2.3427718952298164) | > grad_norm_0: tensor(6.7833, device='cuda:0') (tensor(7.9787, device='cuda:0')) | > loss_gen: 2.380483388900757 (2.477333784103393) | > loss_kl: 2.0108864307403564 (1.9316735360771418) | > loss_feat: 7.37412166595459 (6.983959764242172) | > loss_mel: 17.701330184936523 (17.424207001924515) | > loss_duration: 1.9799680709838867 (1.9997094813734293) | > loss_1: 31.446788787841797 (30.816883623600006) | > grad_norm_1: tensor(151.1866, device='cuda:0') (tensor(80.3480, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3868 (0.3709837757050991) | > loader_time: 0.0042 (0.003493689000606537)  --> TIME: 2024-06-11 23:21:37 -- STEP: 89/330 -- GLOBAL_STEP: 328000 | > loss_disc: 2.3617231845855713 (2.3486477685778326) | > loss_disc_real_0: 0.10480263829231262 (0.11091574130768186) | > loss_disc_real_1: 0.192888081073761 (0.19599545370326954) | > loss_disc_real_2: 0.19201432168483734 (0.21063084883636304) | > loss_disc_real_3: 0.21927857398986816 (0.22861470918307145) | > loss_disc_real_4: 0.24226990342140198 (0.23173230769259207) | > loss_disc_real_5: 0.2224789708852768 (0.22223913820272082) | > loss_0: 2.3617231845855713 (2.3486477685778326) | > grad_norm_0: tensor(15.3631, device='cuda:0') (tensor(9.3024, device='cuda:0')) | > loss_gen: 2.3707213401794434 (2.474245631292965) | > loss_kl: 1.6987758874893188 (1.9520526789547352) | > loss_feat: 6.7997283935546875 (6.966767193226332) | > loss_mel: 17.142536163330078 (17.37785045752365) | > loss_duration: 1.9908225536346436 (1.992902195855473) | > loss_1: 30.00258445739746 (30.76381814077999) | > grad_norm_1: tensor(305.8999, device='cuda:0') (tensor(106.6333, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3717 (0.37548475586966185) | > loader_time: 0.0042 (0.003659058152959588) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_328000.pth  --> TIME: 2024-06-11 23:21:52 -- STEP: 114/330 -- GLOBAL_STEP: 328025 | > loss_disc: 2.369736433029175 (2.3495606727767404) | > loss_disc_real_0: 0.12785124778747559 (0.11166850614704583) | > loss_disc_real_1: 0.20654785633087158 (0.1969979154436212) | > loss_disc_real_2: 0.1890139877796173 (0.21013847490151724) | > loss_disc_real_3: 0.23085655272006989 (0.22926264752944311) | > loss_disc_real_4: 0.2464502453804016 (0.23119008148971357) | > loss_disc_real_5: 0.20705564320087433 (0.2215240012135422) | > loss_0: 2.369736433029175 (2.3495606727767404) | > grad_norm_0: tensor(28.3703, device='cuda:0') (tensor(12.0434, device='cuda:0')) | > loss_gen: 2.4974308013916016 (2.4770680122208177) | > loss_kl: 2.379063367843628 (1.9780833250597905) | > loss_feat: 6.663086414337158 (6.974592250690126) | > loss_mel: 17.872058868408203 (17.395839038648106) | > loss_duration: 2.018681764602661 (1.994543356853619) | > loss_1: 31.430320739746094 (30.820125947918807) | > grad_norm_1: tensor(309.1898, device='cuda:0') (tensor(148.7437, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3798 (0.37720040062017607) | > loader_time: 0.0042 (0.0037963411264252244)  --> TIME: 2024-06-11 23:22:01 -- STEP: 139/330 -- GLOBAL_STEP: 328050 | > loss_disc: 2.4425036907196045 (2.356749220717725) | > loss_disc_real_0: 0.16524022817611694 (0.11255298876505104) | > loss_disc_real_1: 0.1860213577747345 (0.19622729343476056) | > loss_disc_real_2: 0.21494492888450623 (0.21124193383206566) | > loss_disc_real_3: 0.24478189647197723 (0.22960404858743544) | > loss_disc_real_4: 0.2566136121749878 (0.23109274352197168) | > loss_disc_real_5: 0.24724364280700684 (0.2208783647996916) | > loss_0: 2.4425036907196045 (2.356749220717725) | > grad_norm_0: tensor(67.4147, device='cuda:0') (tensor(14.2199, device='cuda:0')) | > loss_gen: 2.5715198516845703 (2.4916582519201924) | > loss_kl: 2.047722101211548 (1.9846838266729452) | > loss_feat: 7.4371514320373535 (7.007494995062301) | > loss_mel: 17.107524871826172 (17.4199958911045) | > loss_duration: 2.0575149059295654 (1.9995707762327126) | > loss_1: 31.221433639526367 (30.90340370068447) | > grad_norm_1: tensor(306.0538, device='cuda:0') (tensor(175.1499, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.372 (0.3761250166584262) | > loader_time: 0.0041 (0.003862931573991295)  --> TIME: 2024-06-11 23:22:11 -- STEP: 164/330 -- GLOBAL_STEP: 328075 | > loss_disc: 2.3727779388427734 (2.362480210094917) | > loss_disc_real_0: 0.15163567662239075 (0.11560736987285497) | > loss_disc_real_1: 0.19786663353443146 (0.19703227881251312) | > loss_disc_real_2: 0.21536751091480255 (0.21086709501176346) | > loss_disc_real_3: 0.23095257580280304 (0.23004764127658633) | > loss_disc_real_4: 0.24060171842575073 (0.23151107123348771) | > loss_disc_real_5: 0.24280686676502228 (0.22138949910678515) | > loss_0: 2.3727779388427734 (2.362480210094917) | > grad_norm_0: tensor(25.2211, device='cuda:0') (tensor(17.7956, device='cuda:0')) | > loss_gen: 2.4023075103759766 (2.491738832578427) | > loss_kl: 1.9607312679290771 (1.996967730725684) | > loss_feat: 6.559778213500977 (6.984602396081134) | > loss_mel: 17.21619415283203 (17.410699518715457) | > loss_duration: 2.07517147064209 (2.003150034968446) | > loss_1: 30.214183807373047 (30.88715844038056) | > grad_norm_1: tensor(196.6532, device='cuda:0') (tensor(205.5739, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3763 (0.3773324198839141) | > loader_time: 0.0042 (0.003927584101514119)  --> TIME: 2024-06-11 23:22:21 -- STEP: 189/330 -- GLOBAL_STEP: 328100 | > loss_disc: 2.393819808959961 (2.3644051905031565) | > loss_disc_real_0: 0.10025765746831894 (0.11600192259780313) | > loss_disc_real_1: 0.23485620319843292 (0.19707769116081258) | > loss_disc_real_2: 0.18436691164970398 (0.21059516064389042) | > loss_disc_real_3: 0.2218574434518814 (0.2298194535037197) | > loss_disc_real_4: 0.20854251086711884 (0.23213898985789566) | > loss_disc_real_5: 0.22057579457759857 (0.22215718511866514) | > loss_0: 2.393819808959961 (2.3644051905031565) | > grad_norm_0: tensor(33.7220, device='cuda:0') (tensor(18.5852, device='cuda:0')) | > loss_gen: 2.3581502437591553 (2.487312662538397) | > loss_kl: 2.1695919036865234 (2.0046763987768275) | > loss_feat: 6.362386226654053 (6.973532262933317) | > loss_mel: 17.054576873779297 (17.364092862164522) | > loss_duration: 2.0852036476135254 (2.010789898337512) | > loss_1: 30.029909133911133 (30.840404016000253) | > grad_norm_1: tensor(197.1006, device='cuda:0') (tensor(218.4828, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.3845 (0.37948158556822115) | > loader_time: 0.0052 (0.004068181628272646)  --> TIME: 2024-06-11 23:22:32 -- STEP: 214/330 -- GLOBAL_STEP: 328125 | > loss_disc: 2.475649356842041 (2.3697028817417465) | > loss_disc_real_0: 0.11872605979442596 (0.1171699149064093) | > loss_disc_real_1: 0.235615536570549 (0.19761100717794114) | > loss_disc_real_2: 0.2470635026693344 (0.21141851916212903) | > loss_disc_real_3: 0.2494317591190338 (0.23017571288570066) | > loss_disc_real_4: 0.22797447443008423 (0.23209359858916184) | > loss_disc_real_5: 0.2461887151002884 (0.22300898694546423) | > loss_0: 2.475649356842041 (2.3697028817417465) | > grad_norm_0: tensor(26.8274, device='cuda:0') (tensor(19.1174, device='cuda:0')) | > loss_gen: 2.1961874961853027 (2.477791412968502) | > loss_kl: 2.0248124599456787 (2.0090238440816655) | > loss_feat: 5.839505195617676 (6.953085291051419) | > loss_mel: 16.48843002319336 (17.33265030941115) | > loss_duration: 2.121063470840454 (2.018678513085732) | > loss_1: 28.670000076293945 (30.79122934608816) | > grad_norm_1: tensor(302.3003, device='cuda:0') (tensor(224.2087, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.4153 (0.38258936249207115) | > loader_time: 0.0056 (0.004189490157867145)  --> TIME: 2024-06-11 23:22:42 -- STEP: 239/330 -- GLOBAL_STEP: 328150 | > loss_disc: 2.4403061866760254 (2.3703626429186704) | > loss_disc_real_0: 0.1963931769132614 (0.11827918118699823) | > loss_disc_real_1: 0.24488535523414612 (0.19770452006092631) | > loss_disc_real_2: 0.21270203590393066 (0.21111085150531148) | > loss_disc_real_3: 0.25097402930259705 (0.23009194589559004) | > loss_disc_real_4: 0.22861814498901367 (0.23217514306930317) | > loss_disc_real_5: 0.24699567258358002 (0.22310037505676558) | > loss_0: 2.4403061866760254 (2.3703626429186704) | > grad_norm_0: tensor(76.6295, device='cuda:0') (tensor(20.6882, device='cuda:0')) | > loss_gen: 2.3955962657928467 (2.4775601381038523) | > loss_kl: 1.91777765750885 (2.014807202825986) | > loss_feat: 6.592652320861816 (6.956986556990874) | > loss_mel: 16.72124481201172 (17.281528935771608) | > loss_duration: 2.088158130645752 (2.027503327345751) | > loss_1: 29.71542739868164 (30.75838614108672) | > grad_norm_1: tensor(462.5377, device='cuda:0') (tensor(240.1759, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.4271 (0.3859135934997303) | > loader_time: 0.0059 (0.004319822439089977)  --> TIME: 2024-06-11 23:22:53 -- STEP: 264/330 -- GLOBAL_STEP: 328175 | > loss_disc: 2.4220988750457764 (2.3741884222536376) | > loss_disc_real_0: 0.15307630598545074 (0.11981372045578831) | > loss_disc_real_1: 0.18047966063022614 (0.19770208204334433) | > loss_disc_real_2: 0.20112961530685425 (0.2111880656783328) | > loss_disc_real_3: 0.23857484757900238 (0.23030362503998209) | > loss_disc_real_4: 0.2643113136291504 (0.2322487116537311) | > loss_disc_real_5: 0.2626970112323761 (0.2231478210764401) | > loss_0: 2.4220988750457764 (2.3741884222536376) | > grad_norm_0: tensor(64.5841, device='cuda:0') (tensor(22.2887, device='cuda:0')) | > loss_gen: 2.3883469104766846 (2.476133139747562) | > loss_kl: 1.9976873397827148 (2.017565647761028) | > loss_feat: 6.434215068817139 (6.948886876756495) | > loss_mel: 16.56468963623047 (17.24317869273099) | > loss_duration: 2.1692185401916504 (2.03585855662823) | > loss_1: 29.554157257080078 (30.72162288607973) | > grad_norm_1: tensor(394.8483, device='cuda:0') (tensor(256.1451, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.4328 (0.389603184931206) | > loader_time: 0.0056 (0.004458350665641552)  --> TIME: 2024-06-11 23:23:04 -- STEP: 289/330 -- GLOBAL_STEP: 328200 | > loss_disc: 2.443814754486084 (2.371737343217262) | > loss_disc_real_0: 0.18912756443023682 (0.11949753932732199) | > loss_disc_real_1: 0.20393308997154236 (0.19798031851494602) | > loss_disc_real_2: 0.22788849472999573 (0.21093093039255242) | > loss_disc_real_3: 0.24412599205970764 (0.23017940048940455) | > loss_disc_real_4: 0.22154033184051514 (0.23206599469209624) | > loss_disc_real_5: 0.23780089616775513 (0.22213858319607568) | > loss_0: 2.443814754486084 (2.371737343217262) | > grad_norm_0: tensor(48.0669, device='cuda:0') (tensor(23.4365, device='cuda:0')) | > loss_gen: 2.5839684009552 (2.48196031478037) | > loss_kl: 2.031895160675049 (2.020774130177746) | > loss_feat: 6.809374809265137 (6.970525980820705) | > loss_mel: 16.329259872436523 (17.188468807708848) | > loss_duration: 2.19785475730896 (2.0455461773492916) | > loss_1: 29.952354431152344 (30.707275364225712) | > grad_norm_1: tensor(131.9289, device='cuda:0') (tensor(269.6820, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.4544 (0.39421406171726114) | > loader_time: 0.0065 (0.004602671494533445)  --> TIME: 2024-06-11 23:23:17 -- STEP: 314/330 -- GLOBAL_STEP: 328225 | > loss_disc: 2.2871947288513184 (2.3766995220427303) | > loss_disc_real_0: 0.151375412940979 (0.12217762074462928) | > loss_disc_real_1: 0.16771888732910156 (0.19821348738898129) | > loss_disc_real_2: 0.19445642828941345 (0.21107135475820796) | > loss_disc_real_3: 0.21871353685855865 (0.23017281853848962) | > loss_disc_real_4: 0.21996857225894928 (0.23223066002510157) | > loss_disc_real_5: 0.2350696176290512 (0.22233627703349298) | > loss_0: 2.2871947288513184 (2.3766995220427303) | > grad_norm_0: tensor(28.9080, device='cuda:0') (tensor(25.2718, device='cuda:0')) | > loss_gen: 2.5282559394836426 (2.477132999972932) | > loss_kl: 2.147418975830078 (2.0258044657433874) | > loss_feat: 7.085080146789551 (6.965672889332862) | > loss_mel: 16.12013053894043 (17.14576938046012) | > loss_duration: 2.2373387813568115 (2.058328802798208) | > loss_1: 30.11822509765625 (30.672708474906386) | > grad_norm_1: tensor(550.2444, device='cuda:0') (tensor(282.7002, device='cuda:0')) | > current_lr_0: 0.0001826253317050642 | > current_lr_1: 0.0001826253317050642 | > step_time: 0.5314 (0.4028485208559948) | > loader_time: 0.0082 (0.004781142161909939)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5272433757781982 (2.5272433757781982) | > loss_disc_real_0: 0.20694559812545776 (0.20694559812545776) | > loss_disc_real_1: 0.24906441569328308 (0.24906441569328308) | > loss_disc_real_2: 0.17108848690986633 (0.17108848690986633) | > loss_disc_real_3: 0.2593628764152527 (0.2593628764152527) | > loss_disc_real_4: 0.2968599200248718 (0.2968599200248718) | > loss_disc_real_5: 0.24861665070056915 (0.24861665070056915) | > loss_0: 2.5272433757781982 (2.5272433757781982) | > loss_gen: 2.272696018218994 (2.272696018218994) | > loss_kl: 2.2550363540649414 (2.2550363540649414) | > loss_feat: 4.692695617675781 (4.692695617675781) | > loss_mel: 15.331768035888672 (15.331768035888672) | > loss_duration: 3.0421433448791504 (3.0421433448791504) | > loss_1: 27.594337463378906 (27.594337463378906)  --> STEP: 1 | > loss_disc: 2.1699037551879883 (2.1699037551879883) | > loss_disc_real_0: 0.11982337385416031 (0.11982337385416031) | > loss_disc_real_1: 0.17738613486289978 (0.17738613486289978) | > loss_disc_real_2: 0.19772137701511383 (0.19772137701511383) | > loss_disc_real_3: 0.2033223956823349 (0.2033223956823349) | > loss_disc_real_4: 0.15337611734867096 (0.15337611734867096) | > loss_disc_real_5: 0.16494809091091156 (0.16494809091091156) | > loss_0: 2.1699037551879883 (2.1699037551879883) | > loss_gen: 2.4623773097991943 (2.4623773097991943) | > loss_kl: 2.653390884399414 (2.653390884399414) | > loss_feat: 6.832010269165039 (6.832010269165039) | > loss_mel: 17.911548614501953 (17.911548614501953) | > loss_duration: 2.3834500312805176 (2.3834500312805176) | > loss_1: 32.24277877807617 (32.24277877807617)  --> STEP: 2 | > loss_disc: 2.137552499771118 (2.1537281274795532) | > loss_disc_real_0: 0.1499265432357788 (0.13487495854496956) | > loss_disc_real_1: 0.18468666076660156 (0.18103639781475067) | > loss_disc_real_2: 0.24571819603443146 (0.22171978652477264) | > loss_disc_real_3: 0.24798116087913513 (0.22565177828073502) | > loss_disc_real_4: 0.16214676201343536 (0.15776143968105316) | > loss_disc_real_5: 0.17646212875843048 (0.17070510983467102) | > loss_0: 2.137552499771118 (2.1537281274795532) | > loss_gen: 2.575885534286499 (2.5191314220428467) | > loss_kl: 2.5774173736572266 (2.6154041290283203) | > loss_feat: 6.069094657897949 (6.450552463531494) | > loss_mel: 18.669025421142578 (18.290287017822266) | > loss_duration: 2.475905179977417 (2.4296776056289673) | > loss_1: 32.36732864379883 (32.3050537109375)  --> STEP: 3 | > loss_disc: 2.068302631378174 (2.1252529621124268) | > loss_disc_real_0: 0.11572545021772385 (0.12849178910255432) | > loss_disc_real_1: 0.19317235052585602 (0.1850817153851191) | > loss_disc_real_2: 0.26382526755332947 (0.2357549468676249) | > loss_disc_real_3: 0.18848201632499695 (0.21326185762882233) | > loss_disc_real_4: 0.1481761336326599 (0.1545663376649221) | > loss_disc_real_5: 0.16383011639118195 (0.168413445353508) | > loss_0: 2.068302631378174 (2.1252529621124268) | > loss_gen: 2.654285192489624 (2.564182678858439) | > loss_kl: 3.9684200286865234 (3.066409428914388) | > loss_feat: 8.739730834960938 (7.213611920674642) | > loss_mel: 19.149091720581055 (18.576555252075195) | > loss_duration: 2.3167355060577393 (2.3920302391052246) | > loss_1: 36.82826232910156 (33.81278991699219)  --> STEP: 4 | > loss_disc: 2.4804022312164307 (2.2140402793884277) | > loss_disc_real_0: 0.15618835389614105 (0.135415930300951) | > loss_disc_real_1: 0.15741072595119476 (0.17816396802663803) | > loss_disc_real_2: 0.22223389148712158 (0.23237468302249908) | > loss_disc_real_3: 0.23710916936397552 (0.21922368556261063) | > loss_disc_real_4: 0.25420910120010376 (0.1794770285487175) | > loss_disc_real_5: 0.27195340394973755 (0.19429843500256538) | > loss_0: 2.4804022312164307 (2.2140402793884277) | > loss_gen: 2.2746431827545166 (2.4917978048324585) | > loss_kl: 4.031509876251221 (3.307684540748596) | > loss_feat: 4.00577974319458 (6.4116538763046265) | > loss_mel: 16.316320419311523 (18.011496543884277) | > loss_duration: 2.381283760070801 (2.3893436193466187) | > loss_1: 29.009536743164062 (32.611976623535156)  --> STEP: 5 | > loss_disc: 2.4324753284454346 (2.257727289199829) | > loss_disc_real_0: 0.27709805965423584 (0.16375235617160797) | > loss_disc_real_1: 0.2680496871471405 (0.19614111185073851) | > loss_disc_real_2: 0.29705172777175903 (0.24531009197235107) | > loss_disc_real_3: 0.21005751192569733 (0.21739045083522796) | > loss_disc_real_4: 0.1787434220314026 (0.1793303072452545) | > loss_disc_real_5: 0.18947665393352509 (0.19333407878875733) | > loss_0: 2.4324753284454346 (2.257727289199829) | > loss_gen: 2.6407036781311035 (2.5215789794921877) | > loss_kl: 2.3221797943115234 (3.1105835914611815) | > loss_feat: 5.355513095855713 (6.200425720214843) | > loss_mel: 17.330049514770508 (17.875207138061523) | > loss_duration: 2.3463096618652344 (2.380736827850342) | > loss_1: 29.994754791259766 (32.088532257080075)  --> STEP: 6 | > loss_disc: 2.388913154602051 (2.2795916001001992) | > loss_disc_real_0: 0.139271542429924 (0.159672220547994) | > loss_disc_real_1: 0.18299563229084015 (0.19395019859075546) | > loss_disc_real_2: 0.24593713879585266 (0.245414599776268) | > loss_disc_real_3: 0.23388424515724182 (0.2201394165555636) | > loss_disc_real_4: 0.22270134091377258 (0.1865588128566742) | > loss_disc_real_5: 0.23282037675380707 (0.19991512844959894) | > loss_0: 2.388913154602051 (2.2795916001001992) | > loss_gen: 2.338533639907837 (2.491071422894796) | > loss_kl: 2.8680202960968018 (3.070156375567118) | > loss_feat: 4.500656604766846 (5.917130867640178) | > loss_mel: 17.695512771606445 (17.845258076985676) | > loss_duration: 2.1958296298980713 (2.3499189615249634) | > loss_1: 29.598552703857422 (31.6735356648763)  --> STEP: 7 | > loss_disc: 2.2024741172790527 (2.2685748168400357) | > loss_disc_real_0: 0.15960505604743958 (0.15966262561934336) | > loss_disc_real_1: 0.2040005624294281 (0.195385964853423) | > loss_disc_real_2: 0.2624914050102234 (0.24785414338111877) | > loss_disc_real_3: 0.24488255381584167 (0.22367415044988906) | > loss_disc_real_4: 0.19938409328460693 (0.1883909957749503) | > loss_disc_real_5: 0.22537726163864136 (0.2035525760480336) | > loss_0: 2.2024741172790527 (2.2685748168400357) | > loss_gen: 2.776604175567627 (2.531861816133772) | > loss_kl: 4.144071102142334 (3.2235727650778636) | > loss_feat: 7.484475612640381 (6.141037259783063) | > loss_mel: 18.165245056152344 (17.890970502580917) | > loss_duration: 2.5554473400115967 (2.379280158451625) | > loss_1: 35.1258430480957 (32.166722433907644)  --> STEP: 8 | > loss_disc: 2.101410150527954 (2.2476792335510254) | > loss_disc_real_0: 0.17331428825855255 (0.1613690834492445) | > loss_disc_real_1: 0.19452239573001862 (0.19527801871299744) | > loss_disc_real_2: 0.2791879177093506 (0.25177086517214775) | > loss_disc_real_3: 0.16787154972553253 (0.21669882535934448) | > loss_disc_real_4: 0.1893327385187149 (0.18850871361792088) | > loss_disc_real_5: 0.1875300258398056 (0.20154975727200508) | > loss_0: 2.101410150527954 (2.2476792335510254) | > loss_gen: 2.904201030731201 (2.5784042179584503) | > loss_kl: 3.4668221473693848 (3.2539789378643036) | > loss_feat: 9.026018142700195 (6.501659870147705) | > loss_mel: 19.670286178588867 (18.11338496208191) | > loss_duration: 2.234311580657959 (2.361159086227417) | > loss_1: 37.3016357421875 (32.80858659744263)  --> STEP: 9 | > loss_disc: 2.6209537982940674 (2.2891541851891413) | > loss_disc_real_0: 0.3174319565296173 (0.17870940268039703) | > loss_disc_real_1: 0.20058763027191162 (0.1958679755528768) | > loss_disc_real_2: 0.26134124398231506 (0.2528342405954997) | > loss_disc_real_3: 0.2322024405002594 (0.2184214492638906) | > loss_disc_real_4: 0.20943742990493774 (0.19083412653870052) | > loss_disc_real_5: 0.2835189700126648 (0.21065744757652283) | > loss_0: 2.6209537982940674 (2.2891541851891413) | > loss_gen: 2.37823486328125 (2.5561631785498724) | > loss_kl: 2.930752754211426 (3.2180649174584284) | > loss_feat: 8.799972534179688 (6.757027943929036) | > loss_mel: 19.072021484375 (18.219900131225586) | > loss_duration: 2.1522469520568848 (2.3379466268751354) | > loss_1: 35.333229064941406 (33.08910242716471)  --> STEP: 10 | > loss_disc: 2.1703977584838867 (2.2772785425186157) | > loss_disc_real_0: 0.10285408794879913 (0.17112387120723724) | > loss_disc_real_1: 0.14221426844596863 (0.19050260484218598) | > loss_disc_real_2: 0.17438292503356934 (0.24498910903930665) | > loss_disc_real_3: 0.17754186689853668 (0.2143334910273552) | > loss_disc_real_4: 0.1461571902036667 (0.18636643290519714) | > loss_disc_real_5: 0.27122148871421814 (0.21671385169029236) | > loss_0: 2.1703977584838867 (2.2772785425186157) | > loss_gen: 2.414109230041504 (2.5419577836990355) | > loss_kl: 2.2667839527130127 (3.122936820983887) | > loss_feat: 6.698405742645264 (6.751165723800659) | > loss_mel: 18.066082000732422 (18.20451831817627) | > loss_duration: 2.333629608154297 (2.3375149250030516) | > loss_1: 31.779010772705078 (32.95809326171875)  --> STEP: 11 | > loss_disc: 2.39497971534729 (2.2879786491394043) | > loss_disc_real_0: 0.21520452201366425 (0.17513120309873062) | > loss_disc_real_1: 0.19570907950401306 (0.1909759207205339) | > loss_disc_real_2: 0.28985485434532166 (0.24906781315803528) | > loss_disc_real_3: 0.18794049322605133 (0.21193412759087302) | > loss_disc_real_4: 0.23478256165981293 (0.19076789915561676) | > loss_disc_real_5: 0.2860959470272064 (0.2230213149027391) | > loss_0: 2.39497971534729 (2.2879786491394043) | > loss_gen: 2.6926398277282715 (2.555656151338057) | > loss_kl: 3.6626861095428467 (3.1720049381256104) | > loss_feat: 6.495703220367432 (6.727941859852184) | > loss_mel: 14.965967178344727 (17.910104578191582) | > loss_duration: 2.5158939361572266 (2.3537311987443403) | > loss_1: 30.332889556884766 (32.71943837946112)  --> STEP: 12 | > loss_disc: 2.440196990966797 (2.3006635109583535) | > loss_disc_real_0: 0.14747396111488342 (0.17282643293341002) | > loss_disc_real_1: 0.16909728944301605 (0.1891527014474074) | > loss_disc_real_2: 0.40692469477653503 (0.2622225532929103) | > loss_disc_real_3: 0.2753475606441498 (0.21721858034531275) | > loss_disc_real_4: 0.23760485649108887 (0.19467097893357277) | > loss_disc_real_5: 0.23290130496025085 (0.22384464740753174) | > loss_0: 2.440196990966797 (2.3006635109583535) | > loss_gen: 2.652047872543335 (2.56368879477183) | > loss_kl: 3.447161912918091 (3.194934686024984) | > loss_feat: 6.295579433441162 (6.691911657651265) | > loss_mel: 16.624588012695312 (17.80297819773356) | > loss_duration: 2.2880351543426514 (2.348256528377533) | > loss_1: 31.307411193847656 (32.60176944732666)  --> STEP: 13 | > loss_disc: 2.484065294265747 (2.3147713404435377) | > loss_disc_real_0: 0.20811110734939575 (0.1755406386577166) | > loss_disc_real_1: 0.2932918965816498 (0.19716340876542604) | > loss_disc_real_2: 0.28172236680984497 (0.2637225389480591) | > loss_disc_real_3: 0.26878076791763306 (0.22118490246626046) | > loss_disc_real_4: 0.209352508187294 (0.19580032733770517) | > loss_disc_real_5: 0.23669327795505524 (0.2248330036034951) | > loss_0: 2.484065294265747 (2.3147713404435377) | > loss_gen: 2.812885284423828 (2.5828577555142918) | > loss_kl: 3.3130595684051514 (3.2040212154388428) | > loss_feat: 6.03402853012085 (6.641305263225849) | > loss_mel: 14.742774963378906 (17.567577948937046) | > loss_duration: 2.229989528656006 (2.3391590668604922) | > loss_1: 29.13273811340332 (32.33492088317871)  --> STEP: 14 | > loss_disc: 2.2976491451263428 (2.3135483264923096) | > loss_disc_real_0: 0.14431630074977875 (0.1733103288071496) | > loss_disc_real_1: 0.14919094741344452 (0.19373680438314164) | > loss_disc_real_2: 0.2817547917366028 (0.26501055700438364) | > loss_disc_real_3: 0.2006503790616989 (0.21971815079450607) | > loss_disc_real_4: 0.22768229246139526 (0.1980776105608259) | > loss_disc_real_5: 0.2989121079444885 (0.23012436819928034) | > loss_0: 2.2976491451263428 (2.3135483264923096) | > loss_gen: 2.6001980304718018 (2.5840963465826854) | > loss_kl: 4.009048938751221 (3.261523195675441) | > loss_feat: 7.298504829406738 (6.688248089381626) | > loss_mel: 17.58606719970703 (17.56889860970633) | > loss_duration: 2.422567367553711 (2.3451168026242937) | > loss_1: 33.91638946533203 (32.44788292476109)  --> STEP: 15 | > loss_disc: 2.2277138233184814 (2.307826026280721) | > loss_disc_real_0: 0.26797086000442505 (0.179621030886968) | > loss_disc_real_1: 0.21410681307315826 (0.19509480496247608) | > loss_disc_real_2: 0.18601039052009583 (0.25974387923876446) | > loss_disc_real_3: 0.2130410075187683 (0.2192730079094569) | > loss_disc_real_4: 0.19325566291809082 (0.19775614738464356) | > loss_disc_real_5: 0.24649636447429657 (0.23121583461761475) | > loss_0: 2.2277138233184814 (2.307826026280721) | > loss_gen: 2.8766403198242188 (2.603599278132121) | > loss_kl: 3.8544676303863525 (3.3010528246561686) | > loss_feat: 9.32065200805664 (6.863741683959961) | > loss_mel: 17.83302116394043 (17.586506779988603) | > loss_duration: 2.4128265380859375 (2.3496307849884035) | > loss_1: 36.297607421875 (32.70453122456868)  --> STEP: 16 | > loss_disc: 2.641618251800537 (2.3286880403757095) | > loss_disc_real_0: 0.26484113931655884 (0.1849472876638174) | > loss_disc_real_1: 0.25427332520484924 (0.19879346247762442) | > loss_disc_real_2: 0.2845316529273987 (0.2612931150943041) | > loss_disc_real_3: 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2.3535759449005127 (2.3301520347595215) | > loss_gen: 2.569422483444214 (2.595352986279656) | > loss_kl: 2.705171585083008 (3.21896749384263) | > loss_feat: 7.395777225494385 (6.940803583930521) | > loss_mel: 17.581523895263672 (17.415589837466968) | > loss_duration: 2.493025779724121 (2.359297415789436) | > loss_1: 32.74491882324219 (32.5300111209645)  --> STEP: 18 | > loss_disc: 2.165001392364502 (2.3209769990709095) | > loss_disc_real_0: 0.08270927518606186 (0.1769174589878983) | > loss_disc_real_1: 0.16617296636104584 (0.19682237754265466) | > loss_disc_real_2: 0.2590768337249756 (0.26321977376937866) | > loss_disc_real_3: 0.2004595547914505 (0.22127101901504728) | > loss_disc_real_4: 0.18534332513809204 (0.20127812690205044) | > loss_disc_real_5: 0.18399442732334137 (0.2284411738316218) | > loss_0: 2.165001392364502 (2.3209769990709095) | > loss_gen: 2.5954208374023438 (2.595356755786472) | > loss_kl: 3.391662120819092 (3.2285616397857666) | > loss_feat: 7.940202713012695 (6.996325757768419) | > loss_mel: 18.045215606689453 (17.450569046868218) | > loss_duration: 2.242119550704956 (2.3527875343958535) | > loss_1: 34.214622497558594 (32.62360064188639)  --> STEP: 19 | > loss_disc: 2.3553502559661865 (2.3227861178548714) | > loss_disc_real_0: 0.18199951946735382 (0.17718493585523806) | > loss_disc_real_1: 0.23940835893154144 (0.19906374498417503) | > loss_disc_real_2: 0.19446533918380737 (0.2596011193175065) | > loss_disc_real_3: 0.18614397943019867 (0.21942222745794998) | > loss_disc_real_4: 0.14625386893749237 (0.19838211332496844) | > loss_disc_real_5: 0.17230896651744843 (0.22548684713087583) | > loss_0: 2.3553502559661865 (2.3227861178548714) | > loss_gen: 2.275721788406372 (2.5785338627664665) | > loss_kl: 2.3847601413726807 (3.1841510346061304) | > loss_feat: 8.205796241760254 (7.0599820990311475) | > loss_mel: 16.03066062927246 (17.375837024889496) | > loss_duration: 2.2945032119750977 (2.3497199384789718) | > loss_1: 31.19144058227539 (32.54822379664371)  --> STEP: 20 | > loss_disc: 2.4318556785583496 (2.3282395958900453) | > loss_disc_real_0: 0.16591238975524902 (0.1766213085502386) | > loss_disc_real_1: 0.20391850173473358 (0.19930648282170296) | > loss_disc_real_2: 0.2704562544822693 (0.26014387607574463) | > loss_disc_real_3: 0.2607990503311157 (0.22149106860160828) | > loss_disc_real_4: 0.20943622291088104 (0.19893481880426406) | > loss_disc_real_5: 0.18538141250610352 (0.22348157539963723) | > loss_0: 2.4318556785583496 (2.3282395958900453) | > loss_gen: 2.4412853717803955 (2.5716714382171633) | > loss_kl: 2.186540126800537 (3.134270489215851) | > loss_feat: 6.9613728523254395 (7.055051636695862) | > loss_mel: 15.498064041137695 (17.281948375701905) | > loss_duration: 2.2521402835845947 (2.344840955734253) | > loss_1: 29.33940315246582 (32.38778276443482)  --> STEP: 21 | > loss_disc: 2.4568138122558594 (2.3343621776217507) | > loss_disc_real_0: 0.18909628689289093 (0.17721535513798395) | > loss_disc_real_1: 0.2672523558139801 (0.20254200058323996) | > loss_disc_real_2: 0.29502326250076294 (0.26180479923884076) | > loss_disc_real_3: 0.26953545212745667 (0.22377889638855344) | > loss_disc_real_4: 0.21083030104637146 (0.19950127033960252) | > loss_disc_real_5: 0.198364719748497 (0.22228553465434484) | > loss_0: 2.4568138122558594 (2.3343621776217507) | > loss_gen: 2.5459752082824707 (2.570447808220273) | > loss_kl: 3.489975929260254 (3.1512088435036794) | > loss_feat: 4.3923115730285645 (6.928254490806943) | > loss_mel: 15.574030876159668 (17.2006189709618) | > loss_duration: 2.153592586517334 (2.3357338905334473) | > loss_1: 28.155885696411133 (32.18626385643368)  --> STEP: 22 | > loss_disc: 2.3407742977142334 (2.3346536376259546) | > loss_disc_real_0: 0.1559859812259674 (0.17625038359652867) | > loss_disc_real_1: 0.1925308257341385 (0.2020869471810081) | > loss_disc_real_2: 0.2437112182378769 (0.2609823637387969) | > loss_disc_real_3: 0.20407512784004211 (0.2228832705454393) | > loss_disc_real_4: 0.2312110811471939 (0.20094262537631122) | > loss_disc_real_5: 0.20821911096572876 (0.22164615175940774) | > loss_0: 2.3407742977142334 (2.3346536376259546) | > loss_gen: 2.4509384632110596 (2.5650155652653086) | > loss_kl: 2.828376054763794 (3.1365346258336846) | > loss_feat: 6.545975208282471 (6.9108781597831035) | > loss_mel: 19.617630004882812 (17.3104831088673) | > loss_duration: 2.2161359786987305 (2.3302976218136875) | > loss_1: 33.6590576171875 (32.25320902737704)  --> STEP: 23 | > loss_disc: 2.4296905994415283 (2.338785679444023) | > loss_disc_real_0: 0.15884461998939514 (0.17549361126578372) | > loss_disc_real_1: 0.20189817249774933 (0.20207873958608377) | > loss_disc_real_2: 0.2870705723762512 (0.2621166336795558) | > loss_disc_real_3: 0.24831877648830414 (0.22398916210817255) | > loss_disc_real_4: 0.18769732117652893 (0.20036674258501633) | > loss_disc_real_5: 0.24184468388557434 (0.2225243488083715) | > loss_0: 2.4296905994415283 (2.338785679444023) | > loss_gen: 2.3940069675445557 (2.5575804088426675) | > loss_kl: 3.0717506408691406 (3.133717930835226) | > loss_feat: 6.1656084060668945 (6.878475127012833) | > loss_mel: 17.489110946655273 (17.31824953659721) | > loss_duration: 2.2992286682128906 (2.3289467977440874) | > loss_1: 31.419706344604492 (32.216969780299976)  --> STEP: 24 | > loss_disc: 2.5181398391723633 (2.3462587694327035) | > loss_disc_real_0: 0.1895275115966797 (0.1760783571129044) | > loss_disc_real_1: 0.20038160681724548 (0.20200802572071552) | > loss_disc_real_2: 0.2704530656337738 (0.2624639850109815) | > loss_disc_real_3: 0.2561103403568268 (0.2253275445351998) | > loss_disc_real_4: 0.18795713782310486 (0.1998496757199367) | > loss_disc_real_5: 0.27925917506217957 (0.22488829990228018) | > loss_0: 2.5181398391723633 (2.3462587694327035) | > loss_gen: 2.426171064376831 (2.5521050194899244) | > loss_kl: 2.9113810062408447 (3.1244538923104606) | > loss_feat: 6.255512714385986 (6.852518359820048) | > loss_mel: 17.81951904296875 (17.339135766029358) | > loss_duration: 2.4035675525665283 (2.332055995861689) | > loss_1: 31.816150665283203 (32.20026898384094)  --> STEP: 25 | > loss_disc: 2.7186522483825684 (2.3611545085906984) | > loss_disc_real_0: 0.2885114550590515 (0.18057568103075028) | > loss_disc_real_1: 0.28212833404541016 (0.2052128380537033) | > loss_disc_real_2: 0.33556845784187317 (0.26538816392421716) | > loss_disc_real_3: 0.2845982015132904 (0.22769837081432343) | > loss_disc_real_4: 0.223300039768219 (0.200787690281868) | > loss_disc_real_5: 0.2954581081867218 (0.22771109223365785) | > loss_0: 2.7186522483825684 (2.3611545085906984) | > loss_gen: 2.726505756378174 (2.5590810489654543) | > loss_kl: 2.78233003616333 (3.110768938064575) | > loss_feat: 5.7587480545043945 (6.808767547607422) | > loss_mel: 15.306573867797852 (17.2578332901001) | > loss_duration: 2.3761305809020996 (2.3338189792633055) | > loss_1: 28.950288772583008 (32.07026977539063)  --> STEP: 26 | > loss_disc: 2.709362745285034 (2.3745471330789423) | > loss_disc_real_0: 0.1429102122783661 (0.17912700915565857) | > loss_disc_real_1: 0.18369610607624054 (0.2043852714391855) | > loss_disc_real_2: 0.20720866322517395 (0.2631504908204078) | > loss_disc_real_3: 0.2842455506324768 (0.22987326234579086) | > loss_disc_real_4: 0.26451802253723145 (0.20323885690707427) | > loss_disc_real_5: 0.22216220200061798 (0.22749767337854093) | > loss_0: 2.709362745285034 (2.3745471330789423) | > loss_gen: 1.8195161819458008 (2.530636246387775) | > loss_kl: 2.399132013320923 (3.0833982871128964) | > loss_feat: 4.372655868530273 (6.715070944565993) | > loss_mel: 9.414755821228027 (16.95617646437425) | > loss_duration: 2.29842472076416 (2.3324576616287227) | > loss_1: 20.304481506347656 (31.617739457350517) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024004532740666317 (-3.7330847520094385e-05) | > avg_loss_disc: 2.3745471330789423 (-0.050994460399333974) | > avg_loss_disc_real_0: 0.17912700915565857 (+0.023215087560506997) | > avg_loss_disc_real_1: 0.2043852714391855 (-0.06546880820622814) | > avg_loss_disc_real_2: 0.2631504908204078 (+0.056158884786642466) | > avg_loss_disc_real_3: 0.22987326234579086 (+0.03879409226087424) | > avg_loss_disc_real_4: 0.20323885690707427 (-0.007397442482984989) | > avg_loss_disc_real_5: 0.22749767337854093 (+0.029986353734364896) | > avg_loss_0: 2.3745471330789423 (-0.050994460399333974) | > avg_loss_gen: 2.530636246387775 (+0.19864729276070214) | > avg_loss_kl: 3.0833982871128964 (+0.010508051285377018) | > avg_loss_feat: 6.715070944565993 (+0.05027719644399831) | > avg_loss_mel: 16.95617646437425 (+0.15383071165818407) | > avg_loss_duration: 2.3324576616287227 (-0.023976637766911946) | > avg_loss_1: 31.617739457350517 (+0.38928655477671015)  > EPOCH: 728/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:23:46)   --> TIME: 2024-06-11 23:23:51 -- STEP: 9/330 -- GLOBAL_STEP: 328250 | > loss_disc: 2.3406543731689453 (2.3226406309339733) | > loss_disc_real_0: 0.1127336323261261 (0.09446059415737788) | > loss_disc_real_1: 0.23918719589710236 (0.19671425885624355) | > loss_disc_real_2: 0.19526198506355286 (0.20139934288130867) | > loss_disc_real_3: 0.2238600105047226 (0.22607720063792336) | > loss_disc_real_4: 0.2668926417827606 (0.23042899039056566) | > loss_disc_real_5: 0.26940178871154785 (0.22448818054464129) | > loss_0: 2.3406543731689453 (2.3226406309339733) | > grad_norm_0: tensor(6.1595, device='cuda:0') (tensor(7.0926, device='cuda:0')) | > loss_gen: 2.6083877086639404 (2.5086009237501354) | > loss_kl: 2.0671639442443848 (1.9647641711764865) | > loss_feat: 6.436645030975342 (6.804020351833767) | > loss_mel: 17.472209930419922 (17.705806732177734) | > loss_duration: 2.051443338394165 (2.1139454576704235) | > loss_1: 30.635848999023438 (31.097137875027126) | > grad_norm_1: tensor(67.1965, device='cuda:0') (tensor(97.4897, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3517 (0.3820763693915473) | > loader_time: 0.0042 (0.0035210715399848092)  --> TIME: 2024-06-11 23:24:00 -- STEP: 34/330 -- GLOBAL_STEP: 328275 | > loss_disc: 2.3134095668792725 (2.3300888818853043) | > loss_disc_real_0: 0.11008282005786896 (0.10563313237884465) | > loss_disc_real_1: 0.20526546239852905 (0.19514170026077943) | > loss_disc_real_2: 0.18544445931911469 (0.20472498369567535) | > loss_disc_real_3: 0.22591812908649445 (0.22686048334135728) | > loss_disc_real_4: 0.21884189546108246 (0.22926219815717025) | > loss_disc_real_5: 0.23041807115077972 (0.2225793323972646) | > loss_0: 2.3134095668792725 (2.3300888818853043) | > grad_norm_0: tensor(7.9728, device='cuda:0') (tensor(7.7750, device='cuda:0')) | > loss_gen: 2.591259241104126 (2.484899647095624) | > loss_kl: 1.9943687915802002 (1.9492983186946196) | > loss_feat: 7.241522789001465 (6.7857561111450195) | > loss_mel: 17.75002098083496 (17.44510100869572) | > loss_duration: 2.0199241638183594 (2.0194669821683098) | > loss_1: 31.597095489501953 (30.68452212389778) | > grad_norm_1: tensor(42.8699, device='cuda:0') (tensor(87.4133, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3475 (0.36884841498206644) | > loader_time: 0.0031 (0.0035546176573809456)  --> TIME: 2024-06-11 23:24:09 -- STEP: 59/330 -- GLOBAL_STEP: 328300 | > loss_disc: 2.343825578689575 (2.3438644085900258) | > loss_disc_real_0: 0.11290685832500458 (0.10962850486828109) | > loss_disc_real_1: 0.20548687875270844 (0.19610709810661056) | > loss_disc_real_2: 0.21906518936157227 (0.21074520101991753) | > loss_disc_real_3: 0.22825384140014648 (0.22712503979771825) | > loss_disc_real_4: 0.22525271773338318 (0.22833547981108648) | > loss_disc_real_5: 0.2358849197626114 (0.22176879694906332) | > loss_0: 2.343825578689575 (2.3438644085900258) | > grad_norm_0: tensor(7.2061, device='cuda:0') (tensor(7.8159, device='cuda:0')) | > loss_gen: 2.4614291191101074 (2.4764597173464504) | > loss_kl: 2.0032074451446533 (1.9628209178730593) | > loss_feat: 6.737954139709473 (6.859072313470356) | > loss_mel: 16.483015060424805 (17.425536495144073) | > loss_duration: 1.9500617980957031 (1.9983846919011259) | > loss_1: 29.63566780090332 (30.72227416604252) | > grad_norm_1: tensor(67.1339, device='cuda:0') (tensor(79.9519, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3816 (0.3695688126450878) | > loader_time: 0.0039 (0.003567085427752996)  --> TIME: 2024-06-11 23:24:19 -- STEP: 84/330 -- GLOBAL_STEP: 328325 | > loss_disc: 2.2751667499542236 (2.352928672518048) | > loss_disc_real_0: 0.0952482521533966 (0.11110361479222775) | > loss_disc_real_1: 0.16365905106067657 (0.19707413603152543) | > loss_disc_real_2: 0.24683010578155518 (0.21146983121122637) | > loss_disc_real_3: 0.24700120091438293 (0.22898791623967035) | > loss_disc_real_4: 0.224422425031662 (0.22955583798743429) | > loss_disc_real_5: 0.1961522400379181 (0.22270689106413297) | > loss_0: 2.2751667499542236 (2.352928672518048) | > grad_norm_0: tensor(5.2249, device='cuda:0') (tensor(8.2418, device='cuda:0')) | > loss_gen: 2.5368497371673584 (2.4737036086264124) | > loss_kl: 2.1882543563842773 (1.9811483082317172) | > loss_feat: 7.393560409545898 (6.876294175783793) | > loss_mel: 17.083179473876953 (17.398770400456016) | > loss_duration: 2.0650291442871094 (1.9926797023841314) | > loss_1: 31.26687240600586 (30.72259621393113) | > grad_norm_1: tensor(60.4870, device='cuda:0') (tensor(87.8396, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3694 (0.37163187208629794) | > loader_time: 0.0042 (0.003674487272898356)  --> TIME: 2024-06-11 23:24:29 -- STEP: 109/330 -- GLOBAL_STEP: 328350 | > loss_disc: 2.485650062561035 (2.356818918788105) | > loss_disc_real_0: 0.0989343672990799 (0.1129924444430465) | > loss_disc_real_1: 0.23128511011600494 (0.19738823585553997) | > loss_disc_real_2: 0.18549957871437073 (0.21005641962956947) | > loss_disc_real_3: 0.23141467571258545 (0.22870366671763429) | > loss_disc_real_4: 0.2550390958786011 (0.23048672093710768) | > loss_disc_real_5: 0.24328841269016266 (0.22332948582981704) | > loss_0: 2.485650062561035 (2.356818918788105) | > grad_norm_0: tensor(15.3413, device='cuda:0') (tensor(8.6615, device='cuda:0')) | > loss_gen: 2.549041509628296 (2.475461353949452) | > loss_kl: 2.068944215774536 (1.9956532760497627) | > loss_feat: 6.405190944671631 (6.88806749483861) | > loss_mel: 17.482036590576172 (17.338543515686602) | > loss_duration: 1.9439218044281006 (1.9936132070121415) | > loss_1: 30.44913673400879 (30.691338827850622) | > grad_norm_1: tensor(287.1016, device='cuda:0') (tensor(98.6926, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.355 (0.3731787970306677) | > loader_time: 0.0037 (0.0037527193716906625)  --> TIME: 2024-06-11 23:24:38 -- STEP: 134/330 -- GLOBAL_STEP: 328375 | > loss_disc: 2.380980968475342 (2.354689233338655) | > loss_disc_real_0: 0.07835658639669418 (0.11466839903993394) | > loss_disc_real_1: 0.21540425717830658 (0.19706698462589461) | > loss_disc_real_2: 0.25520825386047363 (0.21086637976009456) | > loss_disc_real_3: 0.23799774050712585 (0.2288797144124757) | > loss_disc_real_4: 0.22468331456184387 (0.22934938944987396) | > loss_disc_real_5: 0.2482040375471115 (0.22285321466068722) | > loss_0: 2.380980968475342 (2.354689233338655) | > grad_norm_0: tensor(17.7556, device='cuda:0') (tensor(9.7214, device='cuda:0')) | > loss_gen: 2.651130437850952 (2.476951207687607) | > loss_kl: 2.074213743209839 (2.0051007128473533) | > loss_feat: 7.837619781494141 (6.893803948786721) | > loss_mel: 17.948150634765625 (17.33685802345845) | > loss_duration: 2.0197696685791016 (1.997738068673148) | > loss_1: 32.5308837890625 (30.710451923199553) | > grad_norm_1: tensor(261.7787, device='cuda:0') (tensor(114.3078, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3932 (0.37468209017568566) | > loader_time: 0.0038 (0.0038538441729189746)  --> TIME: 2024-06-11 23:24:48 -- STEP: 159/330 -- GLOBAL_STEP: 328400 | > loss_disc: 2.3825297355651855 (2.3583357574055026) | > loss_disc_real_0: 0.15804581344127655 (0.11585364087760074) | > loss_disc_real_1: 0.18696022033691406 (0.19694141509397975) | > loss_disc_real_2: 0.1719808429479599 (0.21039721575922937) | > loss_disc_real_3: 0.23855885863304138 (0.22959620641462458) | > loss_disc_real_4: 0.2201533317565918 (0.23018266607380514) | > loss_disc_real_5: 0.21660447120666504 (0.22287304924344117) | > loss_0: 2.3825297355651855 (2.3583357574055026) | > grad_norm_0: tensor(18.8130, device='cuda:0') (tensor(11.0300, device='cuda:0')) | > loss_gen: 2.5115981101989746 (2.47424889960379) | > loss_kl: 2.042235851287842 (2.0101643928191955) | > loss_feat: 6.98579216003418 (6.884711997314069) | > loss_mel: 16.700679779052734 (17.335367958500697) | > loss_duration: 2.0238709449768066 (2.001031621447149) | > loss_1: 30.264177322387695 (30.705524876432598) | > grad_norm_1: tensor(57.8160, device='cuda:0') (tensor(132.8742, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3852 (0.37596770052639955) | > loader_time: 0.004 (0.0038962079294072756)  --> TIME: 2024-06-11 23:24:58 -- STEP: 184/330 -- GLOBAL_STEP: 328425 | > loss_disc: 2.405494213104248 (2.3567617276440482) | > loss_disc_real_0: 0.07582955062389374 (0.11645375228608432) | > loss_disc_real_1: 0.2124921828508377 (0.19663337132205133) | > loss_disc_real_2: 0.23249368369579315 (0.21082043372418569) | > loss_disc_real_3: 0.2516322731971741 (0.22876318730413914) | > loss_disc_real_4: 0.2362484186887741 (0.2308601931385372) | > loss_disc_real_5: 0.24486707150936127 (0.22341236374948337) | > loss_0: 2.405494213104248 (2.3567617276440482) | > grad_norm_0: tensor(13.3023, device='cuda:0') (tensor(13.4418, device='cuda:0')) | > loss_gen: 2.444568157196045 (2.4785358931707293) | > loss_kl: 1.9813522100448608 (2.020412634248319) | > loss_feat: 6.520191669464111 (6.891786702301191) | > loss_mel: 17.169692993164062 (17.29896012078161) | > loss_duration: 2.0504534244537354 (2.008362174681996) | > loss_1: 30.166259765625 (30.69805755822555) | > grad_norm_1: tensor(281.3291, device='cuda:0') (tensor(153.1923, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.3954 (0.37791336748910986) | > loader_time: 0.0047 (0.003974444192388783)  --> TIME: 2024-06-11 23:25:09 -- STEP: 209/330 -- GLOBAL_STEP: 328450 | > loss_disc: 2.2222437858581543 (2.3632626236911) | > loss_disc_real_0: 0.11480045318603516 (0.11746981658005828) | > loss_disc_real_1: 0.18144415318965912 (0.19743398637577678) | > loss_disc_real_2: 0.17167387902736664 (0.21097419343211435) | > loss_disc_real_3: 0.20042301714420319 (0.2296771639556976) | > loss_disc_real_4: 0.19994445145130157 (0.23107952599605305) | > loss_disc_real_5: 0.17795537412166595 (0.2230257465365971) | > loss_0: 2.2222437858581543 (2.3632626236911) | > grad_norm_0: tensor(51.3650, device='cuda:0') (tensor(15.8775, device='cuda:0')) | > loss_gen: 2.478137254714966 (2.479303210545955) | > loss_kl: 1.8847724199295044 (2.0219808879651517) | > loss_feat: 7.758774757385254 (6.893098039490184) | > loss_mel: 17.227018356323242 (17.251025820462896) | > loss_duration: 2.1085572242736816 (2.0164605755555) | > loss_1: 31.457260131835938 (30.661868565390556) | > grad_norm_1: tensor(410.2328, device='cuda:0') (tensor(176.9070, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.408 (0.3817307663876474) | > loader_time: 0.0053 (0.004103442698574519)  --> TIME: 2024-06-11 23:25:19 -- STEP: 234/330 -- GLOBAL_STEP: 328475 | > loss_disc: 2.389263868331909 (2.3657169189208562) | > loss_disc_real_0: 0.11128009855747223 (0.11877543746660917) | > loss_disc_real_1: 0.2462684065103531 (0.19765358004305097) | > loss_disc_real_2: 0.2191300243139267 (0.21139314910794935) | > loss_disc_real_3: 0.25207895040512085 (0.22974973070061105) | > loss_disc_real_4: 0.2446776032447815 (0.23072922185190722) | > loss_disc_real_5: 0.24658438563346863 (0.22221209414494345) | > loss_0: 2.389263868331909 (2.3657169189208562) | > grad_norm_0: tensor(49.9451, device='cuda:0') (tensor(18.9954, device='cuda:0')) | > loss_gen: 2.4605071544647217 (2.4819579959934592) | > loss_kl: 2.045100450515747 (2.0270507549628225) | > loss_feat: 6.89630651473999 (6.9020313421885175) | > loss_mel: 16.603710174560547 (17.203655536358173) | > loss_duration: 2.08786940574646 (2.0250192294772886) | > loss_1: 30.09349250793457 (30.639714884961773) | > grad_norm_1: tensor(587.9554, device='cuda:0') (tensor(207.5105, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.4362 (0.38501884998419345) | > loader_time: 0.0057 (0.004239557135818346)  --> TIME: 2024-06-11 23:25:30 -- STEP: 259/330 -- GLOBAL_STEP: 328500 | > loss_disc: 2.3595166206359863 (2.365712741166926) | > loss_disc_real_0: 0.0907989889383316 (0.118899999581939) | > loss_disc_real_1: 0.19352427124977112 (0.19738797849209613) | > loss_disc_real_2: 0.17337028682231903 (0.21119096748617164) | > loss_disc_real_3: 0.207094207406044 (0.2293141353084314) | > loss_disc_real_4: 0.23382483422756195 (0.23094555229293795) | > loss_disc_real_5: 0.2443488985300064 (0.22239632939049636) | > loss_0: 2.3595166206359863 (2.365712741166926) | > grad_norm_0: tensor(19.4404, device='cuda:0') (tensor(20.6292, device='cuda:0')) | > loss_gen: 2.37615704536438 (2.481519500261108) | > loss_kl: 1.9591305255889893 (2.026964194986349) | > loss_feat: 7.454761505126953 (6.915336238831627) | > loss_mel: 17.798856735229492 (17.172235072809755) | > loss_duration: 2.1251072883605957 (2.032836934774539) | > loss_1: 31.714014053344727 (30.628891978024516) | > grad_norm_1: tensor(273.7633, device='cuda:0') (tensor(230.8996, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.4243 (0.38905741901471347) | > loader_time: 0.008 (0.004384690730267965) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_328500.pth  --> TIME: 2024-06-11 23:25:46 -- STEP: 284/330 -- GLOBAL_STEP: 328525 | > loss_disc: 2.3931522369384766 (2.3653103977861516) | > loss_disc_real_0: 0.14232797920703888 (0.11983332093018041) | > loss_disc_real_1: 0.2148154079914093 (0.1973490436417116) | > loss_disc_real_2: 0.23795484006404877 (0.2107956268837754) | > loss_disc_real_3: 0.25586286187171936 (0.22939451720932835) | > loss_disc_real_4: 0.2487838864326477 (0.23122100337920054) | > loss_disc_real_5: 0.21531330049037933 (0.22257599806491757) | > loss_0: 2.3931522369384766 (2.3653103977861516) | > grad_norm_0: tensor(65.5124, device='cuda:0') (tensor(21.9304, device='cuda:0')) | > loss_gen: 2.3738486766815186 (2.4813239037151065) | > loss_kl: 2.0112757682800293 (2.03025714696293) | > loss_feat: 6.6479811668396 (6.917556151537828) | > loss_mel: 16.500165939331055 (17.117014982330968) | > loss_duration: 2.157710552215576 (2.0426449477672586) | > loss_1: 29.690982818603516 (30.588797159597906) | > grad_norm_1: tensor(521.1514, device='cuda:0') (tensor(248.7516, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.4423 (0.39426456454774017) | > loader_time: 0.0064 (0.004560754332743894)  --> TIME: 2024-06-11 23:25:58 -- STEP: 309/330 -- GLOBAL_STEP: 328550 | > loss_disc: 2.4937143325805664 (2.367911510097168) | > loss_disc_real_0: 0.10445122420787811 (0.11975450264018717) | > loss_disc_real_1: 0.1818612664937973 (0.19786423666577505) | > loss_disc_real_2: 0.24019216001033783 (0.2114511406151608) | > loss_disc_real_3: 0.2160419374704361 (0.2295570288661228) | > loss_disc_real_4: 0.24298281967639923 (0.23097712245188098) | > loss_disc_real_5: 0.23879767954349518 (0.22238454753141187) | > loss_0: 2.4937143325805664 (2.367911510097168) | > grad_norm_0: tensor(37.6573, device='cuda:0') (tensor(23.3227, device='cuda:0')) | > loss_gen: 2.2785260677337646 (2.4780861791283564) | > loss_kl: 2.039109468460083 (2.030877890324515) | > loss_feat: 5.851120471954346 (6.928803070463409) | > loss_mel: 15.99966812133789 (17.074295954411078) | > loss_duration: 2.2314562797546387 (2.054340210933131) | > loss_1: 28.39988136291504 (30.566403311818934) | > grad_norm_1: tensor(256.0648, device='cuda:0') (tensor(267.9393, device='cuda:0')) | > current_lr_0: 0.00018260250353860106 | > current_lr_1: 0.00018260250353860106 | > step_time: 0.4981 (0.40065342940173115) | > loader_time: 0.0072 (0.00474230294088715)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.40449595451355 (2.40449595451355) | > loss_disc_real_0: 0.1490183174610138 (0.1490183174610138) | > loss_disc_real_1: 0.14718851447105408 (0.14718851447105408) | > loss_disc_real_2: 0.2785871624946594 (0.2785871624946594) | > loss_disc_real_3: 0.23415492475032806 (0.23415492475032806) | > loss_disc_real_4: 0.2950250506401062 (0.2950250506401062) | > loss_disc_real_5: 0.2027300000190735 (0.2027300000190735) | > loss_0: 2.40449595451355 (2.40449595451355) | > loss_gen: 2.401893138885498 (2.401893138885498) | > loss_kl: 2.7836101055145264 (2.7836101055145264) | > loss_feat: 5.487983703613281 (5.487983703613281) | > loss_mel: 13.954629898071289 (13.954629898071289) | > loss_duration: 3.1956887245178223 (3.1956887245178223) | > loss_1: 27.82380485534668 (27.82380485534668)  --> STEP: 1 | > loss_disc: 2.0856053829193115 (2.0856053829193115) | > loss_disc_real_0: 0.07069575786590576 (0.07069575786590576) | > loss_disc_real_1: 0.13266810774803162 (0.13266810774803162) | > loss_disc_real_2: 0.16013023257255554 (0.16013023257255554) | > loss_disc_real_3: 0.23228001594543457 (0.23228001594543457) | > loss_disc_real_4: 0.19910147786140442 (0.19910147786140442) | > loss_disc_real_5: 0.22652053833007812 (0.22652053833007812) | > loss_0: 2.0856053829193115 (2.0856053829193115) | > loss_gen: 2.6359081268310547 (2.6359081268310547) | > loss_kl: 3.3669114112854004 (3.3669114112854004) | > loss_feat: 7.731679439544678 (7.731679439544678) | > loss_mel: 17.849586486816406 (17.849586486816406) | > loss_duration: 2.4022867679595947 (2.4022867679595947) | > loss_1: 33.98637390136719 (33.98637390136719)  --> STEP: 2 | > loss_disc: 2.1220452785491943 (2.103825330734253) | > loss_disc_real_0: 0.09287650883197784 (0.0817861333489418) | > loss_disc_real_1: 0.15826921164989471 (0.14546865969896317) | > loss_disc_real_2: 0.265436589717865 (0.21278341114521027) | > loss_disc_real_3: 0.22129778563976288 (0.22678890079259872) | > loss_disc_real_4: 0.19944427907466888 (0.19927287846803665) | > loss_disc_real_5: 0.15959611535072327 (0.1930583268404007) | > loss_0: 2.1220452785491943 (2.103825330734253) | > loss_gen: 2.4617645740509033 (2.548836350440979) | > loss_kl: 3.2596025466918945 (3.3132569789886475) | > loss_feat: 6.484907627105713 (7.108293533325195) | > loss_mel: 19.11688995361328 (18.483238220214844) | > loss_duration: 2.5444159507751465 (2.4733513593673706) | > loss_1: 33.86758041381836 (33.92697715759277)  --> STEP: 3 | > loss_disc: 2.2927255630493164 (2.166792074839274) | > loss_disc_real_0: 0.18089193105697632 (0.11482139925161998) | > loss_disc_real_1: 0.12410104274749756 (0.1383461207151413) | > loss_disc_real_2: 0.2415507733821869 (0.22237253189086914) | > loss_disc_real_3: 0.16447637975215912 (0.20601806044578552) | > loss_disc_real_4: 0.2174842208623886 (0.20534332593282065) | > loss_disc_real_5: 0.200692281126976 (0.19560297826925913) | > loss_0: 2.2927255630493164 (2.166792074839274) | > loss_gen: 2.374464273452759 (2.490712324778239) | > loss_kl: 3.3780033588409424 (3.334839105606079) | > loss_feat: 6.385717868804932 (6.867434978485107) | > loss_mel: 14.757575988769531 (17.241350809733074) | > loss_duration: 2.404728889465332 (2.450477202733358) | > loss_1: 29.300491333007812 (32.38481521606445)  --> STEP: 4 | > loss_disc: 2.3374428749084473 (2.2094547748565674) | > loss_disc_real_0: 0.12126118689775467 (0.11643134616315365) | > loss_disc_real_1: 0.14295421540737152 (0.13949814438819885) | > loss_disc_real_2: 0.1957099288702011 (0.21570688113570213) | > loss_disc_real_3: 0.21706634759902954 (0.20878013223409653) | > loss_disc_real_4: 0.2994347810745239 (0.22886618971824646) | > loss_disc_real_5: 0.25774967670440674 (0.21113965287804604) | > loss_0: 2.3374428749084473 (2.2094547748565674) | > loss_gen: 2.322364568710327 (2.448625385761261) | > loss_kl: 3.437208652496338 (3.360431492328644) | > loss_feat: 6.791327953338623 (6.848408222198486) | > loss_mel: 17.255369186401367 (17.244855403900146) | > loss_duration: 2.3941516876220703 (2.436395823955536) | > loss_1: 32.20042419433594 (32.338717460632324)  --> STEP: 5 | > loss_disc: 2.19388747215271 (2.2063413143157957) | > loss_disc_real_0: 0.08608190715312958 (0.11036145836114883) | > loss_disc_real_1: 0.18048211932182312 (0.1476949393749237) | > loss_disc_real_2: 0.22008313238620758 (0.21658213138580323) | > loss_disc_real_3: 0.1916908174753189 (0.205362269282341) | > loss_disc_real_4: 0.1314035803079605 (0.20937366783618927) | > loss_disc_real_5: 0.1752547174692154 (0.20396266579627992) | > loss_0: 2.19388747215271 (2.2063413143157957) | > loss_gen: 2.334395170211792 (2.425779342651367) | > loss_kl: 2.4223976135253906 (3.1728247165679933) | > loss_feat: 8.033952713012695 (7.085517120361328) | > loss_mel: 19.520015716552734 (17.699887466430663) | > loss_duration: 2.394083261489868 (2.4279333114624024) | > loss_1: 34.7048454284668 (32.81194305419922)  --> STEP: 6 | > loss_disc: 2.3511736392974854 (2.2304800351460776) | > loss_disc_real_0: 0.13825000822544098 (0.11500955000519753) | > loss_disc_real_1: 0.11609960347414017 (0.14242905005812645) | > loss_disc_real_2: 0.23848620057106018 (0.22023280958334604) | > loss_disc_real_3: 0.20288744568824768 (0.20494979868332544) | > loss_disc_real_4: 0.20851081609725952 (0.2092298592130343) | > loss_disc_real_5: 0.1901334524154663 (0.20165779689947763) | > loss_0: 2.3511736392974854 (2.2304800351460776) | > loss_gen: 2.167766571044922 (2.382777214050293) | > loss_kl: 2.7868008613586426 (3.1084874073664346) | > loss_feat: 6.79586124420166 (7.037241141001384) | > loss_mel: 17.08382225036621 (17.597209930419922) | > loss_duration: 2.224283218383789 (2.3939916292826333) | > loss_1: 31.058534622192383 (32.51970831553141)  --> STEP: 7 | > loss_disc: 2.6584413051605225 (2.291617359433855) | > loss_disc_real_0: 0.24170824885368347 (0.1331093641264098) | > loss_disc_real_1: 0.1882139891386032 (0.1489697556410517) | > loss_disc_real_2: 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loss_disc_real_5: 0.22491052746772766 (0.20844144374132156) | > loss_0: 2.4060654640197754 (2.3059233725070953) | > loss_gen: 2.291902542114258 (2.3320915400981903) | > loss_kl: 3.1303935050964355 (3.2659022510051727) | > loss_feat: 8.959013938903809 (7.148890316486359) | > loss_mel: 19.179149627685547 (17.57732605934143) | > loss_duration: 2.2742345333099365 (2.417726010084152) | > loss_1: 35.834693908691406 (32.741936922073364)  --> STEP: 9 | > loss_disc: 2.4120125770568848 (2.3177110619015164) | > loss_disc_real_0: 0.12181653082370758 (0.13607231196429995) | > loss_disc_real_1: 0.12752512097358704 (0.1432220662633578) | > loss_disc_real_2: 0.2927336096763611 (0.22977817720837063) | > loss_disc_real_3: 0.2764431834220886 (0.2207829323079851) | > loss_disc_real_4: 0.2715899348258972 (0.23274174167050254) | > loss_disc_real_5: 0.30038952827453613 (0.21865789757834542) | > loss_0: 2.4120125770568848 (2.3177110619015164) | > loss_gen: 2.525763511657715 (2.3536106480492487) | > loss_kl: 2.544346809387207 (3.185729424158732) | > loss_feat: 9.21567153930664 (7.378532674577501) | > loss_mel: 18.562301635742188 (17.686767790052627) | > loss_duration: 2.175497531890869 (2.390811734729343) | > loss_1: 35.023582458496094 (32.995453092787)  --> STEP: 10 | > loss_disc: 2.2946810722351074 (2.3154080629348757) | > loss_disc_real_0: 0.14990463852882385 (0.13745554462075232) | > loss_disc_real_1: 0.1628343164920807 (0.1451832912862301) | > loss_disc_real_2: 0.19141896069049835 (0.2259422555565834) | > loss_disc_real_3: 0.18073342740535736 (0.21677798181772232) | > loss_disc_real_4: 0.21846306324005127 (0.23131387382745744) | > loss_disc_real_5: 0.1710423082113266 (0.21389633864164354) | > loss_0: 2.2946810722351074 (2.3154080629348757) | > loss_gen: 2.1605782508850098 (2.334307408332825) | > loss_kl: 2.959015369415283 (3.1630580186843873) | > loss_feat: 5.7578558921813965 (7.216464996337891) | > loss_mel: 15.345081329345703 (17.452599143981935) | > loss_duration: 2.3948960304260254 (2.3912201642990114) | > loss_1: 28.6174259185791 (32.55765037536621)  --> STEP: 11 | > loss_disc: 2.462800979614258 (2.3288074189966377) | > loss_disc_real_0: 0.12862533330917358 (0.13665279813788153) | > loss_disc_real_1: 0.1544964462518692 (0.14602994173765182) | > loss_disc_real_2: 0.22633568942546844 (0.22597802227193658) | > loss_disc_real_3: 0.25957855582237244 (0.22066894309087234) | > loss_disc_real_4: 0.27723217010498047 (0.23548826439814133) | > loss_disc_real_5: 0.29549553990364075 (0.22131444784727963) | > loss_0: 2.462800979614258 (2.3288074189966377) | > loss_gen: 2.4022629261016846 (2.3404851826754483) | > loss_kl: 3.612420082092285 (3.2039091153578325) | > loss_feat: 6.214231491088867 (7.12535285949707) | > loss_mel: 16.38104820251465 (17.355185422030363) | > loss_duration: 2.5571866035461426 (2.4063080224123867) | > loss_1: 31.16714859008789 (32.43124112215909)  --> STEP: 12 | > loss_disc: 2.452497959136963 (2.3391149640083313) | > loss_disc_real_0: 0.14101287722587585 (0.13701613806188107) | > loss_disc_real_1: 0.16062137484550476 (0.14724589449663958) | > loss_disc_real_2: 0.2693270146846771 (0.22959043830633163) | > loss_disc_real_3: 0.2366291880607605 (0.22199896350502968) | > loss_disc_real_4: 0.27443811297416687 (0.23873408511281013) | > loss_disc_real_5: 0.19252413511276245 (0.2189152551194032) | > loss_0: 2.452497959136963 (2.3391149640083313) | > loss_gen: 2.3070454597473145 (2.337698539098104) | > loss_kl: 3.1322450637817383 (3.1979371110598245) | > loss_feat: 5.992624282836914 (7.030958811442058) | > loss_mel: 17.826326370239258 (17.394447167714436) | > loss_duration: 2.2875094413757324 (2.3964081406593323) | > loss_1: 31.54574966430664 (32.35745016733805)  --> STEP: 13 | > loss_disc: 2.4924139976501465 (2.350907197365394) | > loss_disc_real_0: 0.1576143205165863 (0.13860061363531992) | > loss_disc_real_1: 0.19638276100158691 (0.1510256534585586) | > loss_disc_real_2: 0.35722723603248596 (0.23940865351603582) | > loss_disc_real_3: 0.2105201780796051 (0.22111598001076624) | > loss_disc_real_4: 0.2533426582813263 (0.2398578215103883) | > loss_disc_real_5: 0.1664332151412964 (0.21487817512108728) | > loss_0: 2.4924139976501465 (2.350907197365394) | > loss_gen: 2.315258502960205 (2.3359723824721117) | > loss_kl: 3.2027089595794678 (3.1983041763305664) | > loss_feat: 5.7248358726501465 (6.930487816150372) | > loss_mel: 15.91808795928955 (17.280881074758675) | > loss_duration: 2.2979955673217773 (2.3888379427102895) | > loss_1: 29.458885192871094 (32.13448363084059)  --> STEP: 14 | > loss_disc: 2.358147621154785 (2.351424370493208) | > loss_disc_real_0: 0.1595180481672287 (0.14009471610188481) | > loss_disc_real_1: 0.15613305568695068 (0.15139046790344374) | > loss_disc_real_2: 0.18371865153312683 (0.2354307962315423) | > loss_disc_real_3: 0.24283841252326965 (0.22266758233308792) | > loss_disc_real_4: 0.20481976866722107 (0.23735510345016206) | > loss_disc_real_5: 0.25950872898101807 (0.21806607182536805) | > loss_0: 2.358147621154785 (2.351424370493208) | > loss_gen: 2.285006046295166 (2.3323319298880443) | > loss_kl: 3.433255910873413 (3.215086443083627) | > loss_feat: 5.496044158935547 (6.828027554920742) | > loss_mel: 18.172576904296875 (17.344573634011404) | > loss_duration: 2.4035794734954834 (2.3898909091949463) | > loss_1: 31.790462493896484 (32.10991069248744)  --> STEP: 15 | > loss_disc: 2.400261640548706 (2.3546801884969075) | > loss_disc_real_0: 0.17738604545593262 (0.142580804725488) | > loss_disc_real_1: 0.16941648721694946 (0.15259220252434413) | > loss_disc_real_2: 0.25650840997695923 (0.23683597048123678) | > loss_disc_real_3: 0.2323829084634781 (0.2233152707417806) | > loss_disc_real_4: 0.2831307053565979 (0.24040681024392446) | > loss_disc_real_5: 0.26985567808151245 (0.22151871224244435) | > loss_0: 2.400261640548706 (2.3546801884969075) | > loss_gen: 2.5708212852478027 (2.3482312202453612) | > loss_kl: 3.481337308883667 (3.2328365008036295) | > loss_feat: 6.293448448181152 (6.792388947804769) | > loss_mel: 16.19915008544922 (17.26821206410726) | > loss_duration: 2.3676273822784424 (2.388406674067179) | > loss_1: 30.912385940551758 (32.03007570902506)  --> STEP: 16 | > loss_disc: 2.7077980041503906 (2.3767500519752502) | > loss_disc_real_0: 0.2957225441932678 (0.15215216344222424) | > loss_disc_real_1: 0.21446312963962555 (0.15645913546904922) | > loss_disc_real_2: 0.21543504297733307 (0.2354984125122428) | > loss_disc_real_3: 0.288396418094635 (0.227382842451334) | > loss_disc_real_4: 0.30277979373931885 (0.2443051217123866) | > loss_disc_real_5: 0.20176169276237488 (0.22028389852494001) | > loss_0: 2.7077980041503906 (2.3767500519752502) | > loss_gen: 2.2331016063690186 (2.34103561937809) | > loss_kl: 2.6198933124542236 (3.1945275515317917) | > loss_feat: 6.475214004516602 (6.772565513849258) | > loss_mel: 15.705920219421387 (17.170568823814392) | > loss_duration: 2.4450995922088623 (2.3919499814510345) | > loss_1: 29.47922706604004 (31.870647668838497)  --> STEP: 17 | > loss_disc: 2.7926156520843506 (2.4012127343346092) | > loss_disc_real_0: 0.18227003514766693 (0.1539238029543091) | > loss_disc_real_1: 0.24973855912685394 (0.16194616039009654) | > loss_disc_real_2: 0.3040277659893036 (0.2395295509520699) | > loss_disc_real_3: 0.24522313475608826 (0.2284322714104372) | > loss_disc_real_4: 0.3205327093601227 (0.2487890974563711) | > loss_disc_real_5: 0.40931880474090576 (0.23140359889058507) | > loss_0: 2.7926156520843506 (2.4012127343346092) | > loss_gen: 2.624359130859375 (2.357701708288754) | > loss_kl: 2.759420871734619 (3.1689330409554874) | > loss_feat: 6.503159523010254 (6.756718102623434) | > loss_mel: 16.554716110229492 (17.134342193603516) | > loss_duration: 2.5288772583007812 (2.4000045271480785) | > loss_1: 30.97053337097168 (31.817699768963983)  --> STEP: 18 | > loss_disc: 2.4986929893493652 (2.406628304057651) | > loss_disc_real_0: 0.21181528270244598 (0.15713999627365005) | > loss_disc_real_1: 0.18067504465579987 (0.1629866539604134) | > loss_disc_real_2: 0.16208504140377045 (0.2352270781993866) | > loss_disc_real_3: 0.23555247485637665 (0.22882783826854494) | > loss_disc_real_4: 0.26126593351364136 (0.24948225501510832) | > loss_disc_real_5: 0.22438368201255798 (0.23101360350847244) | > loss_0: 2.4986929893493652 (2.406628304057651) | > loss_gen: 2.18168306350708 (2.3479228946897717) | > loss_kl: 2.6085965633392334 (3.137803236643473) | > loss_feat: 6.669414520263672 (6.751867903603448) | > loss_mel: 14.716249465942383 (17.000003708733452) | > loss_duration: 2.2082009315490723 (2.3893487718370228) | > loss_1: 28.384143829345703 (31.626946661207413)  --> STEP: 19 | > loss_disc: 2.2696926593780518 (2.399421164863988) | > loss_disc_real_0: 0.13378052413463593 (0.15591055037159668) | > loss_disc_real_1: 0.10591772943735123 (0.15998302635393644) | > loss_disc_real_2: 0.2236778289079666 (0.2346192229735224) | > loss_disc_real_3: 0.28357458114624023 (0.23170924578842364) | > loss_disc_real_4: 0.2841514050960541 (0.2513069471246318) | > loss_disc_real_5: 0.2610098123550415 (0.2325923513425024) | > loss_0: 2.2696926593780518 (2.399421164863988) | > loss_gen: 2.6501846313476562 (2.36383140714545) | > loss_kl: 2.5168511867523193 (3.1051215498070968) | > loss_feat: 7.558037281036377 (6.79429787083676) | > loss_mel: 16.80023956298828 (16.98948980632581) | > loss_duration: 2.372311592102051 (2.388452078166761) | > loss_1: 31.897624969482422 (31.641192887958727)  --> STEP: 20 | > loss_disc: 2.467233657836914 (2.402811789512634) | > loss_disc_real_0: 0.10978328436613083 (0.1536041870713234) | > loss_disc_real_1: 0.17133541405200958 (0.1605506457388401) | > loss_disc_real_2: 0.2849324345588684 (0.2371348835527897) | > loss_disc_real_3: 0.2312745898962021 (0.23168751299381257) | > loss_disc_real_4: 0.30736133456230164 (0.25410966649651534) | > loss_disc_real_5: 0.2560073733329773 (0.23376310244202614) | > loss_0: 2.467233657836914 (2.402811789512634) | > loss_gen: 2.508516550064087 (2.3710656642913817) | > loss_kl: 2.422560691833496 (3.0709935069084167) | > loss_feat: 5.011820316314697 (6.705173993110657) | > loss_mel: 18.172874450683594 (17.048659038543697) | > loss_duration: 2.305074691772461 (2.384283208847046) | > loss_1: 30.420846939086914 (31.580175590515136)  --> STEP: 21 | > loss_disc: 2.495718002319336 (2.407235894884382) | > loss_disc_real_0: 0.15567681193351746 (0.15370288349333264) | > loss_disc_real_1: 0.2222045212984085 (0.16348654457501002) | > loss_disc_real_2: 0.2095417082309723 (0.23582092282317935) | > loss_disc_real_3: 0.2440062165260315 (0.23227411792391822) | > loss_disc_real_4: 0.25398802757263184 (0.25410387416680663) | > loss_disc_real_5: 0.2709171175956726 (0.23553234125886643) | > loss_0: 2.495718002319336 (2.407235894884382) | > loss_gen: 2.2735979557037354 (2.366424344834827) | > loss_kl: 3.2140438556671143 (3.0778054282778786) | > loss_feat: 4.047182559967041 (6.57860297248477) | > 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loss_disc_real_2: 0.2530355751514435 (0.23535853872696558) | > loss_disc_real_3: 0.19377925992012024 (0.22988471512993178) | > loss_disc_real_4: 0.2876150608062744 (0.257838893060883) | > loss_disc_real_5: 0.2364715188741684 (0.2392293599744638) | > loss_0: 2.599283218383789 (2.4147817790508275) | > loss_gen: 2.1221230030059814 (2.363851805528005) | > loss_kl: 2.1518187522888184 (2.9963430364926658) | > loss_feat: 5.2157368659973145 (6.588946461677551) | > loss_mel: 16.781539916992188 (16.895410180091854) | > loss_duration: 2.4242465496063232 (2.3652140895525613) | > loss_1: 28.695465087890625 (31.209765752156574)  --> STEP: 25 | > loss_disc: 2.64513897895813 (2.4239960670471197) | > loss_disc_real_0: 0.19349166750907898 (0.16183202266693114) | > loss_disc_real_1: 0.21341876685619354 (0.1636465883255005) | > loss_disc_real_2: 0.2629070281982422 (0.23646047830581665) | > loss_disc_real_3: 0.21291875839233398 (0.22920607686042785) | > loss_disc_real_4: 0.2727981209754944 (0.25843726217746743) | > loss_disc_real_5: 0.232278510928154 (0.23895132601261138) | > loss_0: 2.64513897895813 (2.4239960670471197) | > loss_gen: 2.1846163272857666 (2.3566823863983153) | > loss_kl: 2.369497537612915 (2.9712692165374754) | > loss_feat: 4.768809795379639 (6.516140995025634) | > loss_mel: 14.963650703430176 (16.818139801025385) | > loss_duration: 2.3843297958374023 (2.365978717803955) | > loss_1: 26.67090606689453 (31.028211364746095)  --> STEP: 26 | > loss_disc: 2.461015462875366 (2.4254198899635906) | > loss_disc_real_0: 0.16731536388397217 (0.16204292040604812) | > loss_disc_real_1: 0.1003270074725151 (0.16121121983115488) | > loss_disc_real_2: 0.24662335216999054 (0.23685135806982333) | > loss_disc_real_3: 0.2594934105873108 (0.2303709743114618) | > loss_disc_real_4: 0.285903662443161 (0.2594936621876864) | > loss_disc_real_5: 0.2828981280326843 (0.24064158762876803) | > loss_0: 2.461015462875366 (2.4254198899635906) | > loss_gen: 2.4694221019744873 (2.3610185293050914) | > loss_kl: 2.45880389213562 (2.951559011752789) | > loss_feat: 10.73547649383545 (6.678423129595243) | > loss_mel: 20.984237670898438 (16.97837433448204) | > loss_duration: 2.3252508640289307 (2.364412261889531) | > loss_1: 38.97319412231445 (31.33378762465257) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024047998281625594 (+4.346554095927685e-06) | > avg_loss_disc: 2.4254198899635906 (+0.05087275688464832) | > avg_loss_disc_real_0: 0.16204292040604812 (-0.017084088749610454) | > avg_loss_disc_real_1: 0.16121121983115488 (-0.04317405160803062) | > avg_loss_disc_real_2: 0.23685135806982333 (-0.026299132750584486) | > avg_loss_disc_real_3: 0.2303709743114618 (+0.0004977119656709439) | > avg_loss_disc_real_4: 0.2594936621876864 (+0.05625480528061211) | > avg_loss_disc_real_5: 0.24064158762876803 (+0.013143914250227096) | > avg_loss_0: 2.4254198899635906 (+0.05087275688464832) | > avg_loss_gen: 2.3610185293050914 (-0.16961771708268358) | > avg_loss_kl: 2.951559011752789 (-0.13183927536010742) | > avg_loss_feat: 6.678423129595243 (-0.03664781497074987) | > avg_loss_mel: 16.97837433448204 (+0.022197870107792284) | > avg_loss_duration: 2.364412261889531 (+0.03195460026080843) | > avg_loss_1: 31.33378762465257 (-0.283951832697948)  > EPOCH: 729/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:26:31)   --> TIME: 2024-06-11 23:26:34 -- STEP: 4/330 -- GLOBAL_STEP: 328575 | > loss_disc: 2.280999183654785 (2.254816174507141) | > loss_disc_real_0: 0.1113661676645279 (0.09797337464988232) | > loss_disc_real_1: 0.20750169456005096 (0.20738931000232697) | > loss_disc_real_2: 0.16233514249324799 (0.21602939441800117) | > loss_disc_real_3: 0.2533392906188965 (0.22794360294938087) | > loss_disc_real_4: 0.26870405673980713 (0.24700625985860825) | > loss_disc_real_5: 0.25137534737586975 (0.203793752938509) | > loss_0: 2.280999183654785 (2.254816174507141) | > grad_norm_0: tensor(5.6576, device='cuda:0') (tensor(7.9039, device='cuda:0')) | > loss_gen: 2.563528537750244 (2.623600125312805) | > loss_kl: 2.2168984413146973 (2.1192930936813354) | > loss_feat: 6.922590255737305 (7.275415301322937) | > loss_mel: 17.371248245239258 (18.086886405944824) | > loss_duration: 2.137246608734131 (2.1598657965660095) | > loss_1: 31.211511611938477 (32.26506042480469) | > grad_norm_1: tensor(99.4926, device='cuda:0') (tensor(70.8696, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3669 (0.3856087327003479) | > loader_time: 0.0033 (0.003138244152069092)  --> TIME: 2024-06-11 23:26:43 -- STEP: 29/330 -- GLOBAL_STEP: 328600 | > loss_disc: 2.286797523498535 (2.299142664876478) | > loss_disc_real_0: 0.095117948949337 (0.09969944275658706) | > loss_disc_real_1: 0.23045073449611664 (0.19463546574115753) | > loss_disc_real_2: 0.1884986013174057 (0.20839545387646247) | > loss_disc_real_3: 0.23942767083644867 (0.2284519030102368) | > loss_disc_real_4: 0.23659008741378784 (0.23469015596241788) | > loss_disc_real_5: 0.25409549474716187 (0.2197831946200338) | > loss_0: 2.286797523498535 (2.299142664876478) | > grad_norm_0: tensor(11.4634, device='cuda:0') (tensor(12.3998, device='cuda:0')) | > loss_gen: 2.6632239818573 (2.5616779738459092) | > loss_kl: 1.9577707052230835 (1.9435462581700291) | > loss_feat: 7.327426910400391 (7.154721786235941) | > loss_mel: 17.769081115722656 (17.72119686521333) | > loss_duration: 1.9655647277832031 (2.017278206759486) | > loss_1: 31.683067321777344 (31.398421320421942) | > grad_norm_1: tensor(222.1250, device='cuda:0') (tensor(151.1958, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3589 (0.3620178041786984) | > loader_time: 0.0044 (0.0032351674704716124)  --> TIME: 2024-06-11 23:26:52 -- STEP: 54/330 -- GLOBAL_STEP: 328625 | > loss_disc: 2.339052200317383 (2.324039039788423) | > loss_disc_real_0: 0.12377604097127914 (0.1047606893159725) | > loss_disc_real_1: 0.19182303547859192 (0.1943862046356554) | > loss_disc_real_2: 0.2209385186433792 (0.2094402023487621) | > loss_disc_real_3: 0.2201734185218811 (0.22819430270680674) | > loss_disc_real_4: 0.21277831494808197 (0.23485808985100853) | > loss_disc_real_5: 0.21317033469676971 (0.2232890302936236) | > loss_0: 2.339052200317383 (2.324039039788423) | > grad_norm_0: tensor(10.3261, device='cuda:0') (tensor(10.7252, device='cuda:0')) | > loss_gen: 2.5107407569885254 (2.5332035223642984) | > loss_kl: 1.8674545288085938 (1.9742437976377982) | > loss_feat: 7.554641246795654 (7.072815374091819) | > loss_mel: 18.12163543701172 (17.59306420220269) | > loss_duration: 1.9365291595458984 (1.9981384078661601) | > loss_1: 31.99100112915039 (31.171465343899197) | > grad_norm_1: tensor(50.8688, device='cuda:0') (tensor(120.9677, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3718 (0.3629345982163041) | > loader_time: 0.0035 (0.003337718822337963)  --> TIME: 2024-06-11 23:27:01 -- STEP: 79/330 -- GLOBAL_STEP: 328650 | > loss_disc: 2.3304085731506348 (2.3332344157786316) | > loss_disc_real_0: 0.0999896302819252 (0.10786065148024619) | > loss_disc_real_1: 0.1592778116464615 (0.1935680782115912) | > loss_disc_real_2: 0.2242266833782196 (0.20990494082245645) | > loss_disc_real_3: 0.20988202095031738 (0.22931553612026986) | > loss_disc_real_4: 0.22357024252414703 (0.23427847423885442) | > loss_disc_real_5: 0.25206735730171204 (0.22262292760836927) | > loss_0: 2.3304085731506348 (2.3332344157786316) | > grad_norm_0: tensor(22.2636, device='cuda:0') (tensor(10.3569, device='cuda:0')) | > loss_gen: 2.461728572845459 (2.517878791953944) | > loss_kl: 1.9655616283416748 (1.9924163305306737) | > loss_feat: 6.750454902648926 (7.089584573914733) | > loss_mel: 17.039182662963867 (17.524110890642) | > loss_duration: 1.9517300128936768 (1.9922331797925732) | > loss_1: 30.168659210205078 (31.116223830211013) | > grad_norm_1: tensor(59.2423, device='cuda:0') (tensor(115.5833, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3702 (0.3642305180996279) | > loader_time: 0.0036 (0.003421345843544489)  --> TIME: 2024-06-11 23:27:11 -- STEP: 104/330 -- GLOBAL_STEP: 328675 | > loss_disc: 2.213986873626709 (2.3328060324375457) | > loss_disc_real_0: 0.09845183789730072 (0.10939241272325699) | > loss_disc_real_1: 0.1818082481622696 (0.1945427838139809) | > loss_disc_real_2: 0.23350395262241364 (0.20989805517288354) | > loss_disc_real_3: 0.23226606845855713 (0.22864652897876042) | > loss_disc_real_4: 0.2176467925310135 (0.2318356757840285) | > loss_disc_real_5: 0.18014055490493774 (0.2209335777622003) | > loss_0: 2.213986873626709 (2.3328060324375457) | > grad_norm_0: tensor(14.8143, device='cuda:0') (tensor(11.1830, device='cuda:0')) | > loss_gen: 2.7367093563079834 (2.5117612137244287) | > loss_kl: 2.1105611324310303 (2.001507138976684) | > loss_feat: 7.383542060852051 (7.057241719502669) | > loss_mel: 17.062667846679688 (17.43937156750605) | > loss_duration: 2.045073986053467 (1.9946747364906163) | > loss_1: 31.33855438232422 (31.004556380785427) | > grad_norm_1: tensor(145.5133, device='cuda:0') (tensor(135.4612, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3707 (0.36581353957836443) | > loader_time: 0.0043 (0.003543665775885949)  --> TIME: 2024-06-11 23:27:21 -- STEP: 129/330 -- GLOBAL_STEP: 328700 | > loss_disc: 2.359042167663574 (2.342393254124842) | > loss_disc_real_0: 0.09896697849035263 (0.11041488914295684) | > loss_disc_real_1: 0.1964827924966812 (0.19532365438550017) | > loss_disc_real_2: 0.24427980184555054 (0.21030432263086007) | > loss_disc_real_3: 0.24740561842918396 (0.22965094135251157) | > loss_disc_real_4: 0.22583504021167755 (0.23143286379270775) | > loss_disc_real_5: 0.2243586629629135 (0.22235755610835645) | > loss_0: 2.359042167663574 (2.342393254124842) | > grad_norm_0: tensor(4.4287, device='cuda:0') (tensor(11.7157, device='cuda:0')) | > loss_gen: 2.6022093296051025 (2.504877578380495) | > loss_kl: 2.020949125289917 (2.005688561025515) | > loss_feat: 6.814762592315674 (7.039295880369438) | > loss_mel: 17.739547729492188 (17.457837895829538) | > loss_duration: 1.972975254058838 (1.997454975926599) | > loss_1: 31.15044403076172 (31.005154838857724) | > grad_norm_1: tensor(132.2338, device='cuda:0') (tensor(146.6357, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3967 (0.3687481787777686) | > loader_time: 0.0045 (0.003663630448570547)  --> TIME: 2024-06-11 23:27:31 -- STEP: 154/330 -- GLOBAL_STEP: 328725 | > loss_disc: 2.4124484062194824 (2.347287809693968) | > loss_disc_real_0: 0.13581576943397522 (0.11135370956806394) | > loss_disc_real_1: 0.19549651443958282 (0.19607986751701934) | > loss_disc_real_2: 0.23158890008926392 (0.21131563960731803) | > loss_disc_real_3: 0.22934484481811523 (0.22977261167842072) | > loss_disc_real_4: 0.2582119405269623 (0.23189345766584596) | > loss_disc_real_5: 0.22553052008152008 (0.222644329941892) | > loss_0: 2.4124484062194824 (2.347287809693968) | > grad_norm_0: tensor(18.4133, device='cuda:0') (tensor(12.2425, device='cuda:0')) | > loss_gen: 2.4857256412506104 (2.50124691678332) | > loss_kl: 2.132960319519043 (2.0084784580515573) | > loss_feat: 6.821454048156738 (7.030728745770145) | > loss_mel: 17.10501480102539 (17.451588023792606) | > loss_duration: 1.999812126159668 (2.0007798129862007) | > loss_1: 30.544967651367188 (30.992821953513406) | > grad_norm_1: tensor(304.8088, device='cuda:0') (tensor(149.5976, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.3893 (0.37319139381507777) | > loader_time: 0.004 (0.0038098267146519254)  --> TIME: 2024-06-11 23:27:41 -- STEP: 179/330 -- GLOBAL_STEP: 328750 | > loss_disc: 2.380955696105957 (2.3555804910606506) | > loss_disc_real_0: 0.14044944941997528 (0.11352854401039678) | > loss_disc_real_1: 0.16219985485076904 (0.1962407014889425) | > loss_disc_real_2: 0.20228683948516846 (0.2114714151820657) | > loss_disc_real_3: 0.21742038428783417 (0.22958701940555146) | > loss_disc_real_4: 0.2252098172903061 (0.23242258767508928) | > loss_disc_real_5: 0.1981428563594818 (0.22298608354017055) | > loss_0: 2.380955696105957 (2.3555804910606506) | > grad_norm_0: tensor(43.5989, device='cuda:0') (tensor(13.8862, device='cuda:0')) | > loss_gen: 2.416752576828003 (2.489916872045848) | > loss_kl: 2.1789374351501465 (2.0200277160665863) | > loss_feat: 7.32341194152832 (7.020135602471549) | > loss_mel: 17.33058738708496 (17.418194435162253) | > loss_duration: 2.075392246246338 (2.007899847110558) | > loss_1: 31.32508087158203 (30.956174402929552) | > grad_norm_1: tensor(166.8951, device='cuda:0') (tensor(169.0981, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.399 (0.377525968924581) | > loader_time: 0.0049 (0.0039580813999282585)  --> TIME: 2024-06-11 23:27:51 -- STEP: 204/330 -- GLOBAL_STEP: 328775 | > loss_disc: 2.5508694648742676 (2.356613263195635) | > loss_disc_real_0: 0.2461366504430771 (0.11446031321789704) | > loss_disc_real_1: 0.20320773124694824 (0.19632693482380295) | > loss_disc_real_2: 0.1887669712305069 (0.21169808959844066) | > loss_disc_real_3: 0.2437167465686798 (0.22980133064237296) | > loss_disc_real_4: 0.27669116854667664 (0.2322070235569103) | > loss_disc_real_5: 0.287293940782547 (0.2223848585112422) | > loss_0: 2.5508694648742676 (2.356613263195635) | > grad_norm_0: tensor(65.9249, device='cuda:0') (tensor(16.3002, device='cuda:0')) | > loss_gen: 2.5345122814178467 (2.497266970428766) | > loss_kl: 2.1356897354125977 (2.026676653062598) | > loss_feat: 7.8120503425598145 (7.0376528618382475) | > loss_mel: 17.53096580505371 (17.383481876522893) | > loss_duration: 2.0194194316864014 (2.0153851561686587) | > loss_1: 32.03263854980469 (30.960463477116004) | > grad_norm_1: tensor(473.8697, device='cuda:0') (tensor(200.3225, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.4024 (0.3797548588584451) | > loader_time: 0.0046 (0.00406265843148325)  --> TIME: 2024-06-11 23:28:01 -- STEP: 229/330 -- GLOBAL_STEP: 328800 | > loss_disc: 2.303128480911255 (2.3561592570558885) | > loss_disc_real_0: 0.1023993268609047 (0.11511340408736441) | > loss_disc_real_1: 0.1899416446685791 (0.19648599969507832) | > loss_disc_real_2: 0.22158288955688477 (0.21177574731897578) | > loss_disc_real_3: 0.22143174707889557 (0.22974635491464857) | > loss_disc_real_4: 0.2444954365491867 (0.2315684061774) | > loss_disc_real_5: 0.19724613428115845 (0.2216483341554367) | > loss_0: 2.303128480911255 (2.3561592570558885) | > grad_norm_0: tensor(23.5043, device='cuda:0') (tensor(18.9703, device='cuda:0')) | > loss_gen: 2.630993366241455 (2.5014971333299663) | > loss_kl: 2.1678872108459473 (2.0284353452999007) | > loss_feat: 7.550894260406494 (7.036540633205764) | > loss_mel: 17.40801429748535 (17.325720924477398) | > loss_duration: 2.1234068870544434 (2.0241528645353033) | > loss_1: 31.881196975708008 (30.91634685399751) | > grad_norm_1: tensor(509.9488, device='cuda:0') (tensor(230.9556, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.4031 (0.38205857151981004) | > loader_time: 0.0056 (0.004193563128142377)  --> TIME: 2024-06-11 23:28:12 -- STEP: 254/330 -- GLOBAL_STEP: 328825 | > loss_disc: 2.382219076156616 (2.3602186169211303) | > loss_disc_real_0: 0.11548015475273132 (0.11666844714814284) | > loss_disc_real_1: 0.19756899774074554 (0.19702174895861024) | > loss_disc_real_2: 0.2371343970298767 (0.2120853179083096) | > loss_disc_real_3: 0.22915199398994446 (0.2297616241954443) | > loss_disc_real_4: 0.24827809631824493 (0.23175938802910603) | > loss_disc_real_5: 0.22176186740398407 (0.22154099071823705) | > loss_0: 2.382219076156616 (2.3602186169211303) | > grad_norm_0: tensor(28.7129, device='cuda:0') (tensor(20.2230, device='cuda:0')) | > loss_gen: 2.386601209640503 (2.4979242602671223) | > loss_kl: 2.010023593902588 (2.0292883886127027) | > loss_feat: 7.386702537536621 (7.034054836888951) | > loss_mel: 16.867755889892578 (17.28072124391091) | > loss_duration: 2.066103219985962 (2.031862754990734) | > loss_1: 30.717185974121094 (30.873851453225445) | > grad_norm_1: tensor(451.1047, device='cuda:0') (tensor(246.8952, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.4228 (0.38566177191696766) | > loader_time: 0.006 (0.004342285666878768)  --> TIME: 2024-06-11 23:28:23 -- STEP: 279/330 -- GLOBAL_STEP: 328850 | > loss_disc: 2.3340039253234863 (2.361554277413206) | > loss_disc_real_0: 0.10167334973812103 (0.11730783435392551) | > loss_disc_real_1: 0.20802700519561768 (0.19765621808267417) | > loss_disc_real_2: 0.22202163934707642 (0.21217797493635546) | > loss_disc_real_3: 0.2089345008134842 (0.22956292480764423) | > loss_disc_real_4: 0.24930988252162933 (0.2313952136744735) | > loss_disc_real_5: 0.23213191330432892 (0.22149941213028404) | > loss_0: 2.3340039253234863 (2.361554277413206) | > grad_norm_0: tensor(19.3042, device='cuda:0') (tensor(21.1401, device='cuda:0')) | > loss_gen: 2.646240472793579 (2.4947356118096247) | > loss_kl: 2.0596089363098145 (2.0330141188850543) | > loss_feat: 7.425817012786865 (7.027222009542595) | > loss_mel: 16.650671005249023 (17.228464506005736) | > loss_duration: 2.1249866485595703 (2.0413004869201266) | > loss_1: 30.907323837280273 (30.824736694281246) | > grad_norm_1: tensor(642.8059, device='cuda:0') (tensor(262.0769, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.4375 (0.3906166955134346) | > loader_time: 0.0062 (0.004528770310049842)  --> TIME: 2024-06-11 23:28:36 -- STEP: 304/330 -- GLOBAL_STEP: 328875 | > loss_disc: 2.2932422161102295 (2.362972730084468) | > loss_disc_real_0: 0.13503164052963257 (0.11830611529416944) | > loss_disc_real_1: 0.22190524637699127 (0.19798717044882094) | > loss_disc_real_2: 0.2274322658777237 (0.21242677106669094) | > loss_disc_real_3: 0.22725290060043335 (0.22967785861539214) | > loss_disc_real_4: 0.20036020874977112 (0.23140781054175213) | > loss_disc_real_5: 0.18998360633850098 (0.2211004166226638) | > loss_0: 2.2932422161102295 (2.362972730084468) | > grad_norm_0: tensor(22.2807, device='cuda:0') (tensor(22.8141, device='cuda:0')) | > loss_gen: 2.8108649253845215 (2.4969340758888343) | > loss_kl: 1.9835516214370728 (2.0359504281690244) | > loss_feat: 9.408170700073242 (7.046983013027592) | > loss_mel: 17.303274154663086 (17.178736200458133) | > loss_duration: 2.2200331687927246 (2.0526437402555815) | > loss_1: 33.725894927978516 (30.81124739270461) | > grad_norm_1: tensor(660.0228, device='cuda:0') (tensor(277.8481, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 0.5048 (0.397357445798422) | > loader_time: 0.0071 (0.004727303197509364)  --> TIME: 2024-06-11 23:29:02 -- STEP: 329/330 -- GLOBAL_STEP: 328900 | > loss_disc: 2.5063838958740234 (2.368096391480744) | > loss_disc_real_0: 0.1979111284017563 (0.12036929707577888) | > loss_disc_real_1: 0.19987863302230835 (0.19794166083575038) | > loss_disc_real_2: 0.2220747470855713 (0.21246341980518196) | > loss_disc_real_3: 0.2524268925189972 (0.22965749550191827) | > loss_disc_real_4: 0.24242395162582397 (0.2311569838628943) | > loss_disc_real_5: 0.2126404196023941 (0.22095283127664433) | > loss_0: 2.5063838958740234 (2.368096391480744) | > grad_norm_0: tensor(11.8798, device='cuda:0') (tensor(23.7395, device='cuda:0')) | > loss_gen: 2.671107769012451 (2.4946912342291827) | > loss_kl: 2.2585482597351074 (2.041136499958558) | > loss_feat: 11.074725151062012 (7.1537082724295855) | > loss_mel: 17.185598373413086 (17.161648701027172) | > loss_duration: 2.302997589111328 (2.0672816538158525) | > loss_1: 35.492977142333984 (30.918466289717376) | > grad_norm_1: tensor(93.6474, device='cuda:0') (tensor(288.7478, device='cuda:0')) | > current_lr_0: 0.00018257967822565873 | > current_lr_1: 0.00018257967822565873 | > step_time: 12.2652 (0.44592375161075276) | > loader_time: 0.0352 (0.005182562628053243)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6237399578094482 (2.6237399578094482) | > loss_disc_real_0: 0.2480977177619934 (0.2480977177619934) | > loss_disc_real_1: 0.26115453243255615 (0.26115453243255615) | > loss_disc_real_2: 0.30391958355903625 (0.30391958355903625) | > loss_disc_real_3: 0.31446295976638794 (0.31446295976638794) | > loss_disc_real_4: 0.3023766577243805 (0.3023766577243805) | > loss_disc_real_5: 0.26124805212020874 (0.26124805212020874) | > loss_0: 2.6237399578094482 (2.6237399578094482) | > loss_gen: 2.5035881996154785 (2.5035881996154785) | > loss_kl: 2.202390193939209 (2.202390193939209) | > loss_feat: 5.035314559936523 (5.035314559936523) | > loss_mel: 14.868961334228516 (14.868961334228516) | > loss_duration: 3.1514430046081543 (3.1514430046081543) | > loss_1: 27.76169776916504 (27.76169776916504)  --> STEP: 1 | > loss_disc: 2.24411678314209 (2.24411678314209) | > loss_disc_real_0: 0.10742620378732681 (0.10742620378732681) | > loss_disc_real_1: 0.21667930483818054 (0.21667930483818054) | > loss_disc_real_2: 0.16606265306472778 (0.16606265306472778) | > loss_disc_real_3: 0.21543870866298676 (0.21543870866298676) | > loss_disc_real_4: 0.21268780529499054 (0.21268780529499054) | > loss_disc_real_5: 0.20535798370838165 (0.20535798370838165) | > loss_0: 2.24411678314209 (2.24411678314209) | > loss_gen: 2.333972215652466 (2.333972215652466) | > loss_kl: 2.949655294418335 (2.949655294418335) | > loss_feat: 5.45109224319458 (5.45109224319458) | > loss_mel: 18.6101016998291 (18.6101016998291) | > loss_duration: 2.416224956512451 (2.416224956512451) | > loss_1: 31.76104736328125 (31.76104736328125)  --> STEP: 2 | > loss_disc: 2.5350418090820312 (2.3895792961120605) | > loss_disc_real_0: 0.10214543342590332 (0.10478581860661507) | > loss_disc_real_1: 0.28243106603622437 (0.24955518543720245) | > loss_disc_real_2: 0.27802005410194397 (0.22204135358333588) | > loss_disc_real_3: 0.27164795994758606 (0.2435433343052864) | > loss_disc_real_4: 0.2499508410692215 (0.23131932318210602) | > loss_disc_real_5: 0.25213104486465454 (0.2287445142865181) | > loss_0: 2.5350418090820312 (2.3895792961120605) | > loss_gen: 2.4985058307647705 (2.416239023208618) | > loss_kl: 3.5724844932556152 (3.261069893836975) | > loss_feat: 5.62763786315918 (5.53936505317688) | > loss_mel: 18.396432876586914 (18.503267288208008) | > loss_duration: 2.5441336631774902 (2.4801793098449707) | > loss_1: 32.63919448852539 (32.20012092590332)  --> STEP: 3 | > loss_disc: 2.35452938079834 (2.377895991007487) | > loss_disc_real_0: 0.1352800577878952 (0.11495056500037511) | > loss_disc_real_1: 0.300559401512146 (0.26655659079551697) | > loss_disc_real_2: 0.259267657995224 (0.23445012172063193) | > loss_disc_real_3: 0.25523337721824646 (0.2474400152762731) | > loss_disc_real_4: 0.3165298104286194 (0.2597228189309438) | > loss_disc_real_5: 0.2615152597427368 (0.23966809610525766) | > loss_0: 2.35452938079834 (2.377895991007487) | > loss_gen: 3.014706611633301 (2.615728219350179) | > loss_kl: 3.0959274768829346 (3.2060224215189614) | > loss_feat: 6.729308605194092 (5.936012903849284) | > loss_mel: 17.34310531616211 (18.116546630859375) | > loss_duration: 2.349966526031494 (2.436775048573812) | > loss_1: 32.533016204833984 (32.31108601888021)  --> STEP: 4 | > loss_disc: 2.579477310180664 (2.4282913208007812) | > loss_disc_real_0: 0.16393345594406128 (0.12719628773629665) | > loss_disc_real_1: 0.22560295462608337 (0.25631818175315857) | > loss_disc_real_2: 0.21656957268714905 (0.2299799844622612) | > loss_disc_real_3: 0.31003427505493164 (0.26308858022093773) | > loss_disc_real_4: 0.34172627329826355 (0.28022368252277374) | > loss_disc_real_5: 0.29203110933303833 (0.25275884941220284) | > loss_0: 2.579477310180664 (2.4282913208007812) | > loss_gen: 2.4705934524536133 (2.5794445276260376) | > loss_kl: 4.200392723083496 (3.454614996910095) | > loss_feat: 5.844595432281494 (5.913158535957336) | > loss_mel: 18.743844985961914 (18.27337121963501) | > loss_duration: 2.404616355895996 (2.428735375404358) | > loss_1: 33.66404342651367 (32.649325370788574)  --> STEP: 5 | > loss_disc: 2.563786268234253 (2.4553903102874757) | > loss_disc_real_0: 0.144432932138443 (0.1306436166167259) | > loss_disc_real_1: 0.27880606055259705 (0.26081575751304625) | > loss_disc_real_2: 0.24239331483840942 (0.23246265053749085) | > loss_disc_real_3: 0.27506348490715027 (0.2654835611581802) | > loss_disc_real_4: 0.29904744029045105 (0.2839884340763092) | > loss_disc_real_5: 0.3080970346927643 (0.26382648646831514) | > loss_0: 2.563786268234253 (2.4553903102874757) | > loss_gen: 2.5036327838897705 (2.564282178878784) | > loss_kl: 3.2119548320770264 (3.4060829639434815) | > loss_feat: 4.791446685791016 (5.688816165924072) | > loss_mel: 18.559146881103516 (18.33052635192871) | > loss_duration: 2.4489922523498535 (2.432786750793457) | > loss_1: 31.515174865722656 (32.42249526977539)  --> STEP: 6 | > loss_disc: 2.5537257194519043 (2.471779545148214) | > loss_disc_real_0: 0.1850583553314209 (0.13971273973584175) | > loss_disc_real_1: 0.2449432909488678 (0.25817034641901654) | > loss_disc_real_2: 0.2784721851348877 (0.24013090630372366) | > loss_disc_real_3: 0.2963363528251648 (0.27062569310267764) | > loss_disc_real_4: 0.29067888855934143 (0.28510350982348126) | > loss_disc_real_5: 0.2669646441936493 (0.2643495127558708) | > loss_0: 2.5537257194519043 (2.471779545148214) | > loss_gen: 2.421316146850586 (2.5404545068740845) | > loss_kl: 3.349385976791382 (3.3966334660847983) | > loss_feat: 6.340999126434326 (5.797513326009114) | > loss_mel: 18.515012741088867 (18.361274083455402) | > loss_duration: 2.252695083618164 (2.402771472930908) | > loss_1: 32.87940979003906 (32.498647689819336)  --> STEP: 7 | > loss_disc: 2.4065141677856445 (2.462455919810704) | > loss_disc_real_0: 0.1018315851688385 (0.13430114622626985) | > loss_disc_real_1: 0.2967824637889862 (0.26368636318615507) | > loss_disc_real_2: 0.3212110102176666 (0.25171377829142977) | > loss_disc_real_3: 0.2750295102596283 (0.2712548098393849) | > loss_disc_real_4: 0.268103688955307 (0.2826749639851706) | > loss_disc_real_5: 0.22916050255298615 (0.25932251129831585) | > loss_0: 2.4065141677856445 (2.462455919810704) | > loss_gen: 2.9009931087493896 (2.5919600214276994) | > loss_kl: 4.39009428024292 (3.5385564395359586) | > loss_feat: 6.512782096862793 (5.899694578988211) | > loss_mel: 18.89510726928711 (18.437535967145646) | > loss_duration: 2.4986305236816406 (2.416465623038156) | > loss_1: 35.19760513305664 (32.88421303885324)  --> STEP: 8 | > loss_disc: 2.7565598487854004 (2.499218910932541) | > loss_disc_real_0: 0.27924633026123047 (0.15241929423063993) | > loss_disc_real_1: 0.21570593118667603 (0.25768880918622017) | > loss_disc_real_2: 0.2383861243724823 (0.25004782155156136) | > loss_disc_real_3: 0.2670131325721741 (0.27072460018098354) | > loss_disc_real_4: 0.28108030557632446 (0.28247563168406487) | > loss_disc_real_5: 0.27091285586357117 (0.2607713043689728) | > loss_0: 2.7565598487854004 (2.499218910932541) | > loss_gen: 2.288987636566162 (2.5540884733200073) | > loss_kl: 3.227332353591919 (3.4996534287929535) | > loss_feat: 6.288943767547607 (5.948350727558136) | > loss_mel: 17.28790283203125 (18.293831825256348) | > loss_duration: 2.2691690921783447 (2.3980535566806793) | > loss_1: 31.362337112426758 (32.69397854804993)  --> STEP: 9 | > loss_disc: 2.4842820167541504 (2.497559256023831) | > loss_disc_real_0: 0.21430456638336182 (0.15929543558094236) | > loss_disc_real_1: 0.16384489834308624 (0.24726170798142752) | > loss_disc_real_2: 0.27008700370788574 (0.25227439734670853) | > loss_disc_real_3: 0.29622870683670044 (0.2735583898093965) | > loss_disc_real_4: 0.31086811423301697 (0.28563035196728176) | > loss_disc_real_5: 0.22620368003845215 (0.25693045722113717) | > loss_0: 2.4842820167541504 (2.497559256023831) | > loss_gen: 2.4654321670532227 (2.5442377726236978) | > loss_kl: 2.2362120151519775 (3.3592710494995117) | > loss_feat: 6.424895286560059 (6.001300123002794) | > loss_mel: 18.47960090637207 (18.314472834269207) | > loss_duration: 2.1417059898376465 (2.36957049369812) | > loss_1: 31.747846603393555 (32.58885277642144)  --> STEP: 10 | > loss_disc: 2.18117356300354 (2.4659206867218018) | > loss_disc_real_0: 0.10514628887176514 (0.15388052091002463) | > loss_disc_real_1: 0.18205025792121887 (0.24074056297540664) | > loss_disc_real_2: 0.2364095151424408 (0.25068790912628175) | > loss_disc_real_3: 0.2163235992193222 (0.2678349107503891) | > loss_disc_real_4: 0.26043882966041565 (0.28311119973659515) | > loss_disc_real_5: 0.2374493032693863 (0.2549823418259621) | > loss_0: 2.18117356300354 (2.4659206867218018) | > loss_gen: 2.6188623905181885 (2.551700234413147) | > loss_kl: 2.789480209350586 (3.3022919654846192) | > loss_feat: 6.561653137207031 (6.057335424423218) | > loss_mel: 17.39097785949707 (18.22212333679199) | > loss_duration: 2.358172655105591 (2.3684307098388673) | > loss_1: 31.719146728515625 (32.50188217163086)  --> STEP: 11 | > loss_disc: 2.425426959991455 (2.4622394388372246) | > loss_disc_real_0: 0.10121764242649078 (0.14909298650243066) | > loss_disc_real_1: 0.17021812498569489 (0.2343294322490692) | > loss_disc_real_2: 0.2834533751010895 (0.2536665878512643) | > loss_disc_real_3: 0.2878481149673462 (0.26965429295193066) | > loss_disc_real_4: 0.30530694127082825 (0.28512899442152545) | > loss_disc_real_5: 0.31002646684646606 (0.2599863531914624) | > loss_0: 2.425426959991455 (2.4622394388372246) | > loss_gen: 2.695631504058838 (2.564784895290028) | > loss_kl: 3.683361768722534 (3.3369346748698843) | > loss_feat: 7.539486408233643 (6.1920764229514385) | > loss_mel: 17.424232482910156 (18.149587804620918) | > loss_duration: 2.5862960815429688 (2.388236652721058) | > loss_1: 33.92900848388672 (32.631620927290484)  --> STEP: 12 | > loss_disc: 2.361295700073242 (2.453827460606893) | > loss_disc_real_0: 0.14745254814624786 (0.1489562833060821) | > loss_disc_real_1: 0.2501078248023987 (0.23564429829518) | > loss_disc_real_2: 0.21859312057495117 (0.2507437989115715) | > loss_disc_real_3: 0.26484131813049316 (0.2692532117168109) | > loss_disc_real_4: 0.24855674803256989 (0.2820813072224458) | > loss_disc_real_5: 0.17195774614810944 (0.25265063593784964) | > loss_0: 2.361295700073242 (2.453827460606893) | > loss_gen: 2.521340847015381 (2.5611645579338074) | > loss_kl: 3.1407010555267334 (3.320581873257955) | > loss_feat: 5.874623775482178 (6.1656220356623335) | > loss_mel: 18.38335609436035 (18.169068495432537) | > loss_duration: 2.357654571533203 (2.385688145955404) | > loss_1: 32.277679443359375 (32.602125803629555)  --> STEP: 13 | > loss_disc: 2.457692861557007 (2.454124799141517) | > loss_disc_real_0: 0.14153900742530823 (0.14838572362294564) | > loss_disc_real_1: 0.29738742113113403 (0.2403937692825611) | > loss_disc_real_2: 0.28733593225479126 (0.25355857839951146) | > loss_disc_real_3: 0.21697603166103363 (0.2652318901740588) | > loss_disc_real_4: 0.22255025804042816 (0.277501995746906) | > loss_disc_real_5: 0.21251855790615082 (0.24956355301233435) | > loss_0: 2.457692861557007 (2.454124799141517) | > loss_gen: 2.407641649246216 (2.5493551034193773) | > loss_kl: 3.798048496246338 (3.357310075026292) | > loss_feat: 5.311610221862793 (6.099928819216215) | > loss_mel: 15.338801383972168 (17.951355640704815) | > loss_duration: 2.274756908416748 (2.3771549738370457) | > loss_1: 29.130859375 (32.33510530911959)  --> STEP: 14 | > loss_disc: 2.414789915084839 (2.45131516456604) | > loss_disc_real_0: 0.11107421666383743 (0.14572061598300934) | > loss_disc_real_1: 0.20663674175739288 (0.23798255303076335) | > loss_disc_real_2: 0.1961870640516281 (0.24946061308894835) | > loss_disc_real_3: 0.25977492332458496 (0.2648421068276678) | > loss_disc_real_4: 0.271933913230896 (0.27710427556719097) | > loss_disc_real_5: 0.2407829761505127 (0.24893636895077567) | > loss_0: 2.414789915084839 (2.45131516456604) | > loss_gen: 2.2626285552978516 (2.528874635696411) | > loss_kl: 3.4795210361480713 (3.3660394293921336) | > loss_feat: 5.313891410827637 (6.043783290045602) | > loss_mel: 18.269641876220703 (17.974090371813094) | > loss_duration: 2.4022140502929688 (2.3789449078696117) | > loss_1: 31.727895736694336 (32.2917331968035)  --> STEP: 15 | > loss_disc: 2.4060728549957275 (2.448299010594686) | > loss_disc_real_0: 0.21548837423324585 (0.15037179986635843) | > loss_disc_real_1: 0.18515923619270325 (0.2344609985748927) | > loss_disc_real_2: 0.18639181554317474 (0.2452560265858968) | > loss_disc_real_3: 0.25041303038597107 (0.2638801683982213) | > loss_disc_real_4: 0.20903760194778442 (0.2725664973258972) | > loss_disc_real_5: 0.1591755747795105 (0.24295231600602465) | > loss_0: 2.4060728549957275 (2.448299010594686) | > loss_gen: 2.2428505420684814 (2.5098063627878826) | > loss_kl: 3.415780544281006 (3.3693555037180585) | > loss_feat: 6.201935768127441 (6.054326788584391) | > loss_mel: 18.85859489440918 (18.033057339986165) | > loss_duration: 2.3918895721435547 (2.379807885487874) | > loss_1: 33.111053466796875 (32.34635454813639)  --> STEP: 16 | > loss_disc: 2.4233055114746094 (2.446736916899681) | > loss_disc_real_0: 0.22701385617256165 (0.15516192838549614) | > loss_disc_real_1: 0.4017247259616852 (0.2449149815365672) | > loss_disc_real_2: 0.29318323731422424 (0.24825147725641725) | > loss_disc_real_3: 0.24742919206619263 (0.26285198237746954) | > loss_disc_real_4: 0.26199671626091003 (0.2719058860093355) | > loss_disc_real_5: 0.22808873653411865 (0.24202334228903052) | > loss_0: 2.4233055114746094 (2.446736916899681) | > loss_gen: 3.349064350128174 (2.5622599869966507) | > loss_kl: 2.9911351203918457 (3.34571672976017) | > loss_feat: 8.250139236450195 (6.191565066576004) | > loss_mel: 16.850975036621094 (17.95917719602585) | > loss_duration: 2.4244043827056885 (2.3825951665639877) | > loss_1: 33.865718841552734 (32.441314816474915)  --> STEP: 17 | > loss_disc: 2.3588671684265137 (2.4415681081659653) | > loss_disc_real_0: 0.08834443241357803 (0.15123148744597154) | > loss_disc_real_1: 0.15380601584911346 (0.23955563061377583) | > loss_disc_real_2: 0.2819977402687073 (0.25023655155125785) | > loss_disc_real_3: 0.2763417661190033 (0.263645499068148) | > loss_disc_real_4: 0.315813273191452 (0.2744886734906365) | > loss_disc_real_5: 0.294385701417923 (0.24510348106131835) | > loss_0: 2.3588671684265137 (2.4415681081659653) | > loss_gen: 2.5395801067352295 (2.560925876393038) | > loss_kl: 2.3752188682556152 (3.288628620259902) | > loss_feat: 6.779386043548584 (6.226142771103802) | > loss_mel: 17.520015716552734 (17.93334416782155) | > loss_duration: 2.455031394958496 (2.3868561211754296) | > loss_1: 31.669231414794922 (32.395898145787854)  --> STEP: 18 | > loss_disc: 2.2669575214385986 (2.431867520014445) | > loss_disc_real_0: 0.1027279943227768 (0.14853684893912739) | > loss_disc_real_1: 0.22371117770671844 (0.23867538323005041) | > loss_disc_real_2: 0.2064763307571411 (0.24780542817380694) | > loss_disc_real_3: 0.23679669201374054 (0.26215389867623645) | > loss_disc_real_4: 0.3214729130268097 (0.2770989090204239) | > loss_disc_real_5: 0.28286033868789673 (0.2472010842627949) | > loss_0: 2.2669575214385986 (2.431867520014445) | > loss_gen: 2.707789182662964 (2.569084948963589) | > loss_kl: 3.411111354827881 (3.2954332166247897) | > loss_feat: 8.64067554473877 (6.36028348075019) | > loss_mel: 19.004297256469727 (17.992841561635334) | > loss_duration: 2.2329745292663574 (2.3783071438471475) | > loss_1: 35.996849060058594 (32.59595097435845)  --> STEP: 19 | > loss_disc: 2.358917236328125 (2.4280280313993754) | > loss_disc_real_0: 0.13842129707336426 (0.1480044514725083) | > loss_disc_real_1: 0.15867389738559723 (0.23446477871192128) | > loss_disc_real_2: 0.3164931833744049 (0.2514205731843647) | > loss_disc_real_3: 0.2688533365726471 (0.2625065006707844) | > loss_disc_real_4: 0.29242709279060364 (0.27790565553464386) | > loss_disc_real_5: 0.2165713906288147 (0.24558899512416438) | > loss_0: 2.358917236328125 (2.4280280313993754) | > loss_gen: 2.684221029281616 (2.5751447426645377) | > loss_kl: 2.1157031059265137 (3.2333421581669857) | > loss_feat: 8.085899353027344 (6.451105368764777) | > loss_mel: 16.429227828979492 (17.91054610202187) | > loss_duration: 2.3380236625671387 (2.376186960621884) | > loss_1: 31.653076171875 (32.54632598475406)  --> STEP: 20 | > loss_disc: 2.3745439052581787 (2.4253538250923157) | > loss_disc_real_0: 0.16670438647270203 (0.14893944822251798) | > loss_disc_real_1: 0.23251605033874512 (0.23436734229326248) | > loss_disc_real_2: 0.22021718323230743 (0.24986040368676185) | > loss_disc_real_3: 0.3120388388633728 (0.2649831175804138) | > loss_disc_real_4: 0.3395429849624634 (0.28098752200603483) | > loss_disc_real_5: 0.2610762417316437 (0.24636335745453836) | > loss_0: 2.3745439052581787 (2.4253538250923157) | > loss_gen: 2.840730905532837 (2.588424050807953) | > loss_kl: 2.9192092418670654 (3.2176355123519897) | > loss_feat: 6.007720470428467 (6.428936123847961) | > loss_mel: 19.175588607788086 (17.97379822731018) | > loss_duration: 2.2912850379943848 (2.371941864490509) | > loss_1: 33.234535217285156 (32.58073644638061)  --> STEP: 21 | > loss_disc: 2.265324592590332 (2.417733385449364) | > loss_disc_real_0: 0.07826334238052368 (0.14557391937289918) | > loss_disc_real_1: 0.21160568296909332 (0.23328345375401632) | > loss_disc_real_2: 0.23117174208164215 (0.2489704674198514) | > loss_disc_real_3: 0.17150503396987915 (0.26053178026562646) | > loss_disc_real_4: 0.18523064255714417 (0.2764276706037067) | > loss_disc_real_5: 0.11449138820171356 (0.2400837398710705) | > loss_0: 2.265324592590332 (2.417733385449364) | > loss_gen: 2.1544156074523926 (2.5677569820767356) | > loss_kl: 3.1662793159484863 (3.215189979189918) | > loss_feat: 5.204115390777588 (6.370611327035086) | > loss_mel: 14.453651428222656 (17.806172189258394) | > loss_duration: 2.188178777694702 (2.363191241309756) | > loss_1: 27.166641235351562 (32.32292238871256)  --> STEP: 22 | > loss_disc: 2.3665452003479004 (2.415406649762934) | > loss_disc_real_0: 0.17201152443885803 (0.14677562869407912) | > loss_disc_real_1: 0.2879226505756378 (0.23576705360954459) | > loss_disc_real_2: 0.206322580575943 (0.24703192710876465) | > loss_disc_real_3: 0.27798840403556824 (0.2613252631642602) | > loss_disc_real_4: 0.2957618534564972 (0.2773064970970154) | > loss_disc_real_5: 0.2336392104625702 (0.23979080671613867) | > loss_0: 2.3665452003479004 (2.415406649762934) | > loss_gen: 2.7959747314453125 (2.578130516138944) | > loss_kl: 2.4196414947509766 (3.1790286844426934) | > loss_feat: 7.025277614593506 (6.400368885560469) | > loss_mel: 17.53635597229004 (17.793907815759834) | > loss_duration: 2.222249984741211 (2.3567848205566406) | > loss_1: 31.999500274658203 (32.30822138352828)  --> STEP: 23 | > loss_disc: 2.4797723293304443 (2.418205157570217) | > loss_disc_real_0: 0.1812523752450943 (0.14827461767455805) | > loss_disc_real_1: 0.2972690165042877 (0.23844105199627255) | > loss_disc_real_2: 0.20346057415008545 (0.2451375204583873) | > loss_disc_real_3: 0.24865496158599854 (0.26077438048694446) | > loss_disc_real_4: 0.23706001043319702 (0.2755566498507624) | > loss_disc_real_5: 0.22458600997924805 (0.23912972859714343) | > loss_0: 2.4797723293304443 (2.418205157570217) | > loss_gen: 2.4151241779327393 (2.571043284043022) | > loss_kl: 2.4166553020477295 (3.1458820156429126) | > loss_feat: 5.19033670425415 (6.347758790721064) | > loss_mel: 17.377178192138672 (17.775789136471957) | > loss_duration: 2.296804904937744 (2.3541769981384277) | > loss_1: 29.69609832763672 (32.19465081588082)  --> STEP: 24 | > loss_disc: 2.701021194458008 (2.4299891591072083) | > loss_disc_real_0: 0.29737234115600586 (0.15448702281961837) | > loss_disc_real_1: 0.30569133162498474 (0.2412431469808022) | > loss_disc_real_2: 0.2538474202156067 (0.24550043294827142) | > loss_disc_real_3: 0.2763177752494812 (0.2614220219353835) | > loss_disc_real_4: 0.30780982971191406 (0.2769005323449771) | > loss_disc_real_5: 0.2735265791416168 (0.24056293070316315) | > loss_0: 2.701021194458008 (2.4299891591072083) | > loss_gen: 2.559396743774414 (2.57055801153183) | > loss_kl: 2.631122589111328 (3.1244337062040963) | > loss_feat: 4.074043273925781 (6.253020644187927) | > loss_mel: 14.534854888916016 (17.64075020949046) | > loss_duration: 2.441582441329956 (2.3578188916047416) | > loss_1: 26.240999221801758 (31.94658199946086)  --> STEP: 25 | > loss_disc: 2.397608995437622 (2.4286939525604248) | > loss_disc_real_0: 0.1714775264263153 (0.15516664296388627) | > loss_disc_real_1: 0.23852254450321198 (0.24113432288169862) | > loss_disc_real_2: 0.2283640056848526 (0.24481497585773468) | > loss_disc_real_3: 0.21597029268741608 (0.2596039527654648) | > loss_disc_real_4: 0.2924448251724243 (0.27752230405807493) | > loss_disc_real_5: 0.20331835746765137 (0.23907314777374267) | > loss_0: 2.397608995437622 (2.4286939525604248) | > loss_gen: 2.765367269515991 (2.5783503818511964) | > loss_kl: 3.48905348777771 (3.139018497467041) | > loss_feat: 6.076906681060791 (6.245976085662842) | > loss_mel: 15.36984634399414 (17.549914054870605) | > loss_duration: 2.3805344104766846 (2.358727512359619) | > loss_1: 30.081708908081055 (31.87198707580567)  --> STEP: 26 | > loss_disc: 2.339223861694336 (2.4252527952194214) | > loss_disc_real_0: 0.2548995912075043 (0.1590025255886408) | > loss_disc_real_1: 0.16210782527923584 (0.2380948422046808) | > loss_disc_real_2: 0.1446858048439026 (0.24096385389566422) | > loss_disc_real_3: 0.14585743844509125 (0.2552290868300658) | > loss_disc_real_4: 0.23904840648174286 (0.2760425387666775) | > loss_disc_real_5: 0.1390000730752945 (0.2352241833622639) | > loss_0: 2.339223861694336 (2.4252527952194214) | > loss_gen: 2.107423782348633 (2.5602378203318668) | > loss_kl: 2.4271793365478516 (3.111640068200918) | > loss_feat: 9.000565528869629 (6.351921833478487) | > loss_mel: 18.993898391723633 (17.60545191398034) | > loss_duration: 2.330885171890259 (2.3576566531107974) | > loss_1: 34.859954833984375 (31.986908912658695) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024175002024723934 (+1.2700374309834034e-05) | > avg_loss_disc: 2.4252527952194214 (-0.000167094744169205) | > avg_loss_disc_real_0: 0.1590025255886408 (-0.0030403948174073103) | > avg_loss_disc_real_1: 0.2380948422046808 (+0.07688362237352592) | > avg_loss_disc_real_2: 0.24096385389566422 (+0.0041124958258408895) | > avg_loss_disc_real_3: 0.2552290868300658 (+0.02485811251860398) | > avg_loss_disc_real_4: 0.2760425387666775 (+0.016548876578991123) | > avg_loss_disc_real_5: 0.2352241833622639 (-0.005417404266504139) | > avg_loss_0: 2.4252527952194214 (-0.000167094744169205) | > avg_loss_gen: 2.5602378203318668 (+0.19921929102677538) | > avg_loss_kl: 3.111640068200918 (+0.1600810564481292) | > avg_loss_feat: 6.351921833478487 (-0.3265012961167564) | > avg_loss_mel: 17.60545191398034 (+0.6270775794982981) | > avg_loss_duration: 2.3576566531107974 (-0.006755608778733713) | > avg_loss_1: 31.986908912658695 (+0.6531212880061261)  > EPOCH: 730/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:29:08)   --> TIME: 2024-06-11 23:29:18 -- STEP: 24/330 -- GLOBAL_STEP: 328925 | > loss_disc: 2.45562744140625 (2.3244066635767617) | > loss_disc_real_0: 0.08982117474079132 (0.10276566570003827) | > loss_disc_real_1: 0.18564704060554504 (0.1965630998214086) | > loss_disc_real_2: 0.19591973721981049 (0.20799838130672774) | > loss_disc_real_3: 0.2670876979827881 (0.22604136541485786) | > loss_disc_real_4: 0.23833753168582916 (0.237557635953029) | > loss_disc_real_5: 0.24956123530864716 (0.22538769183059534) | > loss_0: 2.45562744140625 (2.3244066635767617) | > grad_norm_0: tensor(8.2345, device='cuda:0') (tensor(9.1796, device='cuda:0')) | > loss_gen: 2.3984787464141846 (2.4909426768620806) | > loss_kl: 1.841286540031433 (1.9646769215663273) | > loss_feat: 7.192817211151123 (7.01460079352061) | > loss_mel: 17.45932388305664 (17.624539852142334) | > loss_duration: 1.974768877029419 (2.0445828884840007) | > loss_1: 30.866676330566406 (31.13934318224589) | > grad_norm_1: tensor(66.3629, device='cuda:0') (tensor(105.1979, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.3738 (0.36409775416056317) | > loader_time: 0.0041 (0.0033049980799357095)  --> TIME: 2024-06-11 23:29:27 -- STEP: 49/330 -- GLOBAL_STEP: 328950 | > loss_disc: 2.2628157138824463 (2.320517126394778) | > loss_disc_real_0: 0.0805274024605751 (0.10322367628009951) | > loss_disc_real_1: 0.19942760467529297 (0.19455587194890392) | > loss_disc_real_2: 0.1951790601015091 (0.20760824881037887) | > loss_disc_real_3: 0.20336152613162994 (0.2264500156957276) | > loss_disc_real_4: 0.21666665375232697 (0.23402286518593224) | > loss_disc_real_5: 0.18848422169685364 (0.2242218414131476) | > loss_0: 2.2628157138824463 (2.320517126394778) | > grad_norm_0: tensor(6.6047, device='cuda:0') (tensor(8.0594, device='cuda:0')) | > loss_gen: 2.36861252784729 (2.5061903486446466) | > loss_kl: 1.7953517436981201 (1.9491851621744585) | > loss_feat: 7.057201385498047 (7.107080372012391) | > loss_mel: 17.079763412475586 (17.505908771437046) | > loss_duration: 1.9348469972610474 (2.0082489081791475) | > loss_1: 30.235774993896484 (31.076613718149613) | > grad_norm_1: tensor(67.3966, device='cuda:0') (tensor(86.1757, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.3513 (0.3662301180314045) | > loader_time: 0.0033 (0.003437042236328125)  --> TIME: 2024-06-11 23:29:36 -- STEP: 74/330 -- GLOBAL_STEP: 328975 | > loss_disc: 2.3780970573425293 (2.3289829202600427) | > loss_disc_real_0: 0.12904512882232666 (0.1050496448737544) | > loss_disc_real_1: 0.2333448976278305 (0.19623476206450852) | > loss_disc_real_2: 0.19030871987342834 (0.2073634075554641) | > loss_disc_real_3: 0.2428659051656723 (0.22653016689661387) | > loss_disc_real_4: 0.24142810702323914 (0.2319605445136895) | > loss_disc_real_5: 0.23505772650241852 (0.22423347669678764) | > loss_0: 2.3780970573425293 (2.3289829202600427) | > grad_norm_0: tensor(6.3473, device='cuda:0') (tensor(7.9521, device='cuda:0')) | > loss_gen: 2.488076686859131 (2.4999762580201437) | > loss_kl: 1.9848265647888184 (1.953300593672572) | > loss_feat: 6.8293867111206055 (7.098262954402614) | > loss_mel: 17.512901306152344 (17.45512071815698) | > loss_duration: 1.9066059589385986 (1.9951921185931647) | > loss_1: 30.721797943115234 (31.001852679897) | > grad_norm_1: tensor(50.2053, device='cuda:0') (tensor(83.5810, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.357 (0.36696716579231053) | > loader_time: 0.0038 (0.0035094280500669738)  --> TIME: 2024-06-11 23:29:46 -- STEP: 99/330 -- GLOBAL_STEP: 329000 | > loss_disc: 2.242215871810913 (2.3347486943909628) | > loss_disc_real_0: 0.1132151186466217 (0.10731229931116104) | > loss_disc_real_1: 0.18293964862823486 (0.19636506143242421) | > loss_disc_real_2: 0.22161245346069336 (0.20843371553252435) | > loss_disc_real_3: 0.21951985359191895 (0.2266251566735181) | > loss_disc_real_4: 0.2046920657157898 (0.23124940031104618) | > loss_disc_real_5: 0.18948021531105042 (0.22383275010971107) | > loss_0: 2.242215871810913 (2.3347486943909628) | > grad_norm_0: tensor(11.6584, device='cuda:0') (tensor(8.5782, device='cuda:0')) | > loss_gen: 2.5479533672332764 (2.4916548536281398) | > loss_kl: 1.872692584991455 (1.9653553493095166) | > loss_feat: 6.750284194946289 (7.05663059215353) | > loss_mel: 16.929121017456055 (17.392317492552497) | > loss_duration: 2.0093460083007812 (1.9944192917660033) | > loss_1: 30.10939598083496 (30.90037754328564) | > grad_norm_1: tensor(151.3679, device='cuda:0') (tensor(92.9369, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.3829 (0.369508622872709) | > loader_time: 0.005 (0.003642652973984227) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_329000.pth  --> TIME: 2024-06-11 23:30:00 -- STEP: 124/330 -- GLOBAL_STEP: 329025 | > loss_disc: 2.457242012023926 (2.349322559372072) | > loss_disc_real_0: 0.13920247554779053 (0.11014910282627229) | > loss_disc_real_1: 0.2436504065990448 (0.19721588949041982) | > loss_disc_real_2: 0.2248094081878662 (0.20998132613397408) | > loss_disc_real_3: 0.23804569244384766 (0.2283705225394618) | > loss_disc_real_4: 0.2212018072605133 (0.23167513611335908) | > loss_disc_real_5: 0.20514515042304993 (0.22357649512348637) | > loss_0: 2.457242012023926 (2.349322559372072) | > grad_norm_0: tensor(14.7473, device='cuda:0') (tensor(9.3629, device='cuda:0')) | > loss_gen: 2.3441338539123535 (2.4837827797858947) | > loss_kl: 2.1301164627075195 (1.9739310597219775) | > loss_feat: 6.222481727600098 (7.026021376732857) | > loss_mel: 16.941877365112305 (17.385134589287556) | > loss_duration: 2.013495445251465 (1.9981386911484504) | > loss_1: 29.652103424072266 (30.867008532247237) | > grad_norm_1: tensor(106.3035, device='cuda:0') (tensor(106.9439, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.377 (0.37143329074305875) | > loader_time: 0.004 (0.003764258277031683)  --> TIME: 2024-06-11 23:30:10 -- STEP: 149/330 -- GLOBAL_STEP: 329050 | > loss_disc: 2.4264402389526367 (2.3549289703369145) | > loss_disc_real_0: 0.15946076810359955 (0.1124191216174388) | > loss_disc_real_1: 0.23311971127986908 (0.1980155155362699) | > loss_disc_real_2: 0.19514989852905273 (0.2102941001621668) | > loss_disc_real_3: 0.2423391193151474 (0.2285806237651198) | > loss_disc_real_4: 0.2252148538827896 (0.23112945578642338) | > loss_disc_real_5: 0.19412046670913696 (0.22389407375914938) | > loss_0: 2.4264402389526367 (2.3549289703369145) | > grad_norm_0: tensor(11.1979, device='cuda:0') (tensor(9.9808, device='cuda:0')) | > loss_gen: 2.2961313724517822 (2.4782020325628697) | > loss_kl: 1.9043506383895874 (1.9783323515181575) | > loss_feat: 5.8515944480896 (6.997097540221758) | > loss_mel: 17.555295944213867 (17.3677896077201) | > loss_duration: 2.0358500480651855 (2.001905319674703) | > loss_1: 29.64322280883789 (30.823326878899696) | > grad_norm_1: tensor(121.0033, device='cuda:0') (tensor(113.5093, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.3798 (0.3726031732239179) | > loader_time: 0.0043 (0.003883544230621133)  --> TIME: 2024-06-11 23:30:20 -- STEP: 174/330 -- GLOBAL_STEP: 329075 | > loss_disc: 2.4364519119262695 (2.3608099167374363) | > loss_disc_real_0: 0.11753029376268387 (0.11414098178689507) | > loss_disc_real_1: 0.1663178950548172 (0.19764021655608868) | > loss_disc_real_2: 0.18982765078544617 (0.21080670317356606) | > loss_disc_real_3: 0.2325187772512436 (0.22895605887832318) | > loss_disc_real_4: 0.2498348355293274 (0.23127851952081438) | > loss_disc_real_5: 0.29126855731010437 (0.22395244746030063) | > loss_0: 2.4364519119262695 (2.3608099167374363) | > grad_norm_0: tensor(43.1666, device='cuda:0') (tensor(12.3106, device='cuda:0')) | > loss_gen: 2.362758159637451 (2.477625409762063) | > loss_kl: 2.0243935585021973 (1.9814385072938328) | > loss_feat: 6.914391040802002 (6.993998423390005) | > loss_mel: 17.616518020629883 (17.35922672008646) | > loss_duration: 2.1029324531555176 (2.006830085968149) | > loss_1: 31.020992279052734 (30.819119179385833) | > grad_norm_1: tensor(441.7159, device='cuda:0') (tensor(145.9888, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.3808 (0.3758305968909428) | > loader_time: 0.0044 (0.003989911627495429)  --> TIME: 2024-06-11 23:30:30 -- STEP: 199/330 -- GLOBAL_STEP: 329100 | > loss_disc: 2.373687505722046 (2.363710978522374) | > loss_disc_real_0: 0.08050961792469025 (0.11618099062137269) | > loss_disc_real_1: 0.20242641866207123 (0.1978359569107468) | > loss_disc_real_2: 0.22132548689842224 (0.21064962806114593) | > loss_disc_real_3: 0.25346842408180237 (0.22912079597537843) | > loss_disc_real_4: 0.26523005962371826 (0.2312856077698607) | > loss_disc_real_5: 0.23207396268844604 (0.2234333929554302) | > loss_0: 2.373687505722046 (2.363710978522374) | > grad_norm_0: tensor(20.8742, device='cuda:0') (tensor(15.6981, device='cuda:0')) | > loss_gen: 2.58768630027771 (2.484308327861765) | > loss_kl: 1.9257664680480957 (1.9868296444715567) | > loss_feat: 6.072824001312256 (6.989726088154855) | > loss_mel: 16.93885612487793 (17.328769367543906) | > loss_duration: 2.131138324737549 (2.014609847835561) | > loss_1: 29.65627098083496 (30.804243298631217) | > grad_norm_1: tensor(298.1033, device='cuda:0') (tensor(182.9731, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.3803 (0.37789205091083466) | > loader_time: 0.0052 (0.004103110663255859)  --> TIME: 2024-06-11 23:30:40 -- STEP: 224/330 -- GLOBAL_STEP: 329125 | > loss_disc: 2.302546262741089 (2.367118714111195) | > loss_disc_real_0: 0.16310623288154602 (0.1180667938564771) | > loss_disc_real_1: 0.19329789280891418 (0.19786961383319326) | > loss_disc_real_2: 0.2046593427658081 (0.21053518521200326) | > loss_disc_real_3: 0.21340343356132507 (0.22911734632881628) | > loss_disc_real_4: 0.2242761254310608 (0.23093048024124332) | > loss_disc_real_5: 0.2138623595237732 (0.2230078211453344) | > loss_0: 2.302546262741089 (2.367118714111195) | > grad_norm_0: tensor(35.7799, device='cuda:0') (tensor(18.0895, device='cuda:0')) | > loss_gen: 2.730182409286499 (2.4819622220737583) | > loss_kl: 1.9420337677001953 (1.991533170321158) | > loss_feat: 7.169794082641602 (6.992618530988693) | > loss_mel: 16.776369094848633 (17.291014799049925) | > loss_duration: 2.153742790222168 (2.0224311442247465) | > loss_1: 30.77212142944336 (30.779559867722647) | > grad_norm_1: tensor(416.0065, device='cuda:0') (tensor(204.5940, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.4094 (0.3805213677031653) | > loader_time: 0.0104 (0.004250233726842065)  --> TIME: 2024-06-11 23:30:51 -- STEP: 249/330 -- GLOBAL_STEP: 329150 | > loss_disc: 2.4234561920166016 (2.370392859700217) | > loss_disc_real_0: 0.11166255921125412 (0.11956924629438834) | > loss_disc_real_1: 0.16512896120548248 (0.1977882304464478) | > loss_disc_real_2: 0.19025391340255737 (0.21063387202450543) | > loss_disc_real_3: 0.22922055423259735 (0.2292228268691335) | > loss_disc_real_4: 0.23742389678955078 (0.23116269689726543) | > loss_disc_real_5: 0.19702310860157013 (0.22360316391690188) | > loss_0: 2.4234561920166016 (2.370392859700217) | > grad_norm_0: tensor(6.1716, device='cuda:0') (tensor(18.4922, device='cuda:0')) | > loss_gen: 2.224858045578003 (2.4758776478978035) | > loss_kl: 2.0390658378601074 (1.998929073532901) | > loss_feat: 6.389703750610352 (6.972192628316611) | > loss_mel: 17.212238311767578 (17.256462334629042) | > loss_duration: 2.1112148761749268 (2.030897777722063) | > loss_1: 29.977081298828125 (30.734359496089827) | > grad_norm_1: tensor(112.1189, device='cuda:0') (tensor(211.6494, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.4121 (0.3841210120174301) | > loader_time: 0.0058 (0.004384539692277414)  --> TIME: 2024-06-11 23:31:02 -- STEP: 274/330 -- GLOBAL_STEP: 329175 | > loss_disc: 2.3645176887512207 (2.372657267716682) | > loss_disc_real_0: 0.11956716328859329 (0.12032225125734389) | > loss_disc_real_1: 0.18487665057182312 (0.1980839712123801) | > loss_disc_real_2: 0.24980328977108002 (0.21074562062964816) | > loss_disc_real_3: 0.2067566066980362 (0.22909482350967225) | > loss_disc_real_4: 0.21650002896785736 (0.2314915801160527) | > loss_disc_real_5: 0.23200540244579315 (0.2239429779948979) | > loss_0: 2.3645176887512207 (2.372657267716682) | > grad_norm_0: tensor(60.3097, device='cuda:0') (tensor(19.2586, device='cuda:0')) | > loss_gen: 2.4889450073242188 (2.472047298494046) | > loss_kl: 2.110269069671631 (2.004879258844974) | > loss_feat: 7.2187323570251465 (6.968462526363178) | > loss_mel: 15.619640350341797 (17.217059702768815) | > loss_duration: 2.127589702606201 (2.03936941736806) | > loss_1: 29.56517791748047 (30.70181825735273) | > grad_norm_1: tensor(658.4893, device='cuda:0') (tensor(222.6828, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.4367 (0.38837650222499875) | > loader_time: 0.0063 (0.004529259500712377)  --> TIME: 2024-06-11 23:31:14 -- STEP: 299/330 -- GLOBAL_STEP: 329200 | > loss_disc: 2.2738869190216064 (2.374261277973854) | > loss_disc_real_0: 0.13513532280921936 (0.12155390918304688) | > loss_disc_real_1: 0.1515437513589859 (0.19837742296349642) | > loss_disc_real_2: 0.23249724507331848 (0.21120870616723061) | > loss_disc_real_3: 0.21148057281970978 (0.2291859935557962) | > loss_disc_real_4: 0.2315301150083542 (0.23109007350178468) | > loss_disc_real_5: 0.22181957960128784 (0.22344270517993536) | > loss_0: 2.2738869190216064 (2.374261277973854) | > grad_norm_0: tensor(42.9456, device='cuda:0') (tensor(20.8560, device='cuda:0')) | > loss_gen: 2.424670457839966 (2.4711858715899404) | > loss_kl: 2.181671380996704 (2.012275086198762) | > loss_feat: 7.677568435668945 (6.970725655954417) | > loss_mel: 17.358238220214844 (17.178892945764854) | > loss_duration: 2.2050909996032715 (2.05007350365055) | > loss_1: 31.847240447998047 (30.68315309505399) | > grad_norm_1: tensor(583.0770, device='cuda:0') (tensor(240.7486, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.4687 (0.39407136607728277) | > loader_time: 0.0072 (0.0047096225330263515)  --> TIME: 2024-06-11 23:31:27 -- STEP: 324/330 -- GLOBAL_STEP: 329225 | > loss_disc: 2.4122259616851807 (2.377902665255985) | > loss_disc_real_0: 0.10072124004364014 (0.12274965049445997) | > loss_disc_real_1: 0.1985919177532196 (0.19864253750369873) | > loss_disc_real_2: 0.20994728803634644 (0.21124663286738926) | > loss_disc_real_3: 0.241211399435997 (0.22957688280277783) | > loss_disc_real_4: 0.19856517016887665 (0.23165101672948143) | > loss_disc_real_5: 0.20651637017726898 (0.22305884092678263) | > loss_0: 2.4122259616851807 (2.377902665255985) | > grad_norm_0: tensor(34.0869, device='cuda:0') (tensor(22.7912, device='cuda:0')) | > loss_gen: 2.5112812519073486 (2.472289319391602) | > loss_kl: 2.204460620880127 (2.020549691385693) | > loss_feat: 8.435850143432617 (7.017004856356866) | > loss_mel: 16.658727645874023 (17.14279381728466) | > loss_duration: 2.26505708694458 (2.064590759115453) | > loss_1: 32.07537841796875 (30.717228483270716) | > grad_norm_1: tensor(439.2089, device='cuda:0') (tensor(259.7039, device='cuda:0')) | > current_lr_0: 0.0001825568557658805 | > current_lr_1: 0.0001825568557658805 | > step_time: 0.5972 (0.40511017890624057) | > loader_time: 0.0089 (0.004981782701280386)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3895294666290283 (2.3895294666290283) | > loss_disc_real_0: 0.13145488500595093 (0.13145488500595093) | > loss_disc_real_1: 0.2284199297428131 (0.2284199297428131) | > loss_disc_real_2: 0.19831879436969757 (0.19831879436969757) | > loss_disc_real_3: 0.24808023869991302 (0.24808023869991302) | > loss_disc_real_4: 0.26253417134284973 (0.26253417134284973) | > loss_disc_real_5: 0.3089870810508728 (0.3089870810508728) | > loss_0: 2.3895294666290283 (2.3895294666290283) | > loss_gen: 2.505207061767578 (2.505207061767578) | > loss_kl: 2.191387176513672 (2.191387176513672) | > loss_feat: 4.929503917694092 (4.929503917694092) | > loss_mel: 14.988899230957031 (14.988899230957031) | > loss_duration: 3.1134657859802246 (3.1134657859802246) | > loss_1: 27.728464126586914 (27.728464126586914)  --> STEP: 1 | > loss_disc: 2.2097623348236084 (2.2097623348236084) | > loss_disc_real_0: 0.07138287276029587 (0.07138287276029587) | > loss_disc_real_1: 0.1741754561662674 (0.1741754561662674) | > loss_disc_real_2: 0.16318105161190033 (0.16318105161190033) | > loss_disc_real_3: 0.1826515644788742 (0.1826515644788742) | > loss_disc_real_4: 0.21208201348781586 (0.21208201348781586) | > loss_disc_real_5: 0.2723715603351593 (0.2723715603351593) | > loss_0: 2.2097623348236084 (2.2097623348236084) | > loss_gen: 2.3826346397399902 (2.3826346397399902) | > loss_kl: 3.3954341411590576 (3.3954341411590576) | > loss_feat: 6.4251484870910645 (6.4251484870910645) | > loss_mel: 18.713239669799805 (18.713239669799805) | > loss_duration: 2.433724880218506 (2.433724880218506) | > loss_1: 33.350181579589844 (33.350181579589844)  --> STEP: 2 | > loss_disc: 2.3905129432678223 (2.3001376390457153) | > loss_disc_real_0: 0.08694249391555786 (0.07916268333792686) | > loss_disc_real_1: 0.2142087072134018 (0.1941920816898346) | > loss_disc_real_2: 0.2190980762243271 (0.1911395639181137) | > loss_disc_real_3: 0.239824578166008 (0.2112380713224411) | > loss_disc_real_4: 0.28630968928337097 (0.24919585138559341) | > loss_disc_real_5: 0.326130747795105 (0.29925115406513214) | > loss_0: 2.3905129432678223 (2.3001376390457153) | > loss_gen: 2.4984774589538574 (2.440556049346924) | > loss_kl: 2.7678539752960205 (3.081644058227539) | > loss_feat: 5.321155548095703 (5.873152017593384) | > loss_mel: 17.550214767456055 (18.13172721862793) | > loss_duration: 2.476440668106079 (2.4550827741622925) | > loss_1: 30.61414337158203 (31.982162475585938)  --> STEP: 3 | > loss_disc: 2.3947227001190186 (2.3316659927368164) | > loss_disc_real_0: 0.10968267917633057 (0.08933601528406143) | > loss_disc_real_1: 0.26619279384613037 (0.2181923190752665) | > loss_disc_real_2: 0.20623600482940674 (0.1961717108885447) | > loss_disc_real_3: 0.19502077996730804 (0.20583230753739676) | > loss_disc_real_4: 0.19449320435523987 (0.2309616357088089) | > loss_disc_real_5: 0.22396060824394226 (0.27415430545806885) | > loss_0: 2.3947227001190186 (2.3316659927368164) | > loss_gen: 2.2643468379974365 (2.3818196455637612) | > loss_kl: 3.277189016342163 (3.1468257109324136) | > loss_feat: 5.481581687927246 (5.742628574371338) | > loss_mel: 14.9531888961792 (17.07221444447835) | > loss_duration: 2.344067335128784 (2.4180776278177896) | > loss_1: 28.32037353515625 (30.761566162109375)  --> STEP: 4 | > loss_disc: 2.2869443893432617 (2.3204855918884277) | > loss_disc_real_0: 0.1265050172805786 (0.09862826578319073) | > loss_disc_real_1: 0.16412945091724396 (0.20467660203576088) | > loss_disc_real_2: 0.1696234792470932 (0.18953465297818184) | > loss_disc_real_3: 0.23086392879486084 (0.21209021285176277) | > loss_disc_real_4: 0.21202890574932098 (0.22622845321893692) | > loss_disc_real_5: 0.24151332676410675 (0.2659940607845783) | > loss_0: 2.2869443893432617 (2.3204855918884277) | > loss_gen: 2.3540170192718506 (2.3748689889907837) | > loss_kl: 3.352527141571045 (3.1982510685920715) | > loss_feat: 7.375741958618164 (6.150906920433044) | > loss_mel: 16.584157943725586 (16.95020031929016) | > loss_duration: 2.380155324935913 (2.4085970520973206) | > loss_1: 32.046600341796875 (31.08282470703125)  --> STEP: 5 | > loss_disc: 2.4224672317504883 (2.34088191986084) | > loss_disc_real_0: 0.15358319878578186 (0.10961925238370895) | > loss_disc_real_1: 0.26932501792907715 (0.21760628521442413) | > loss_disc_real_2: 0.22583840787410736 (0.19679540395736694) | > loss_disc_real_3: 0.2315613180398941 (0.21598443388938904) | > loss_disc_real_4: 0.2714259624481201 (0.23526795506477355) | > loss_disc_real_5: 0.272272527217865 (0.26724975407123563) | > loss_0: 2.4224672317504883 (2.34088191986084) | > loss_gen: 2.6449337005615234 (2.4288819313049315) | > loss_kl: 2.8792011737823486 (3.134441089630127) | > loss_feat: 6.153393745422363 (6.151404285430909) | > loss_mel: 17.94685173034668 (17.149530601501464) | > loss_duration: 2.3773586750030518 (2.4023493766784667) | > loss_1: 32.001739501953125 (31.266607666015624)  --> STEP: 6 | > loss_disc: 2.3382630348205566 (2.3404454390207925) | > loss_disc_real_0: 0.12609580159187317 (0.11236534391840299) | > loss_disc_real_1: 0.19580841064453125 (0.21397330611944199) | > loss_disc_real_2: 0.28473174571990967 (0.21145146091779074) | > loss_disc_real_3: 0.24223022162914276 (0.22035873184601465) | > loss_disc_real_4: 0.1904698759317398 (0.22780160854260126) | > loss_disc_real_5: 0.2506989538669586 (0.2644912873705228) | > loss_0: 2.3382630348205566 (2.3404454390207925) | > loss_gen: 2.3900625705718994 (2.4224120378494263) | > loss_kl: 2.580775499343872 (3.0421634912490845) | > loss_feat: 5.373729705810547 (6.021791855494182) | > loss_mel: 17.94011116027832 (17.281294027964275) | > loss_duration: 2.1797332763671875 (2.3652466932932534) | > loss_1: 30.46441078186035 (31.13290818532308)  --> STEP: 7 | > loss_disc: 2.30592679977417 (2.3355142048427036) | > loss_disc_real_0: 0.07490980625152588 (0.10701455282313484) | > loss_disc_real_1: 0.27704572677612305 (0.22298365192753927) | > loss_disc_real_2: 0.24257582426071167 (0.215897798538208) | > loss_disc_real_3: 0.24971675872802734 (0.22455273568630219) | > loss_disc_real_4: 0.2613922357559204 (0.23260026957307542) | > loss_disc_real_5: 0.3442252278327942 (0.27588185029370443) | > loss_0: 2.30592679977417 (2.3355142048427036) | > loss_gen: 2.8186862468719482 (2.479022639138358) | > loss_kl: 4.625322341918945 (3.2683290413447788) | > loss_feat: 5.11146879196167 (5.891745703560965) | > loss_mel: 17.920825958251953 (17.372655732291086) | > loss_duration: 2.5151145458221436 (2.3866563865116666) | > loss_1: 32.991416931152344 (31.39840943472726)  --> STEP: 8 | > loss_disc: 2.103980302810669 (2.3065724670886993) | > loss_disc_real_0: 0.14163094758987427 (0.11134160216897726) | > loss_disc_real_1: 0.1688273549079895 (0.21621411480009556) | > loss_disc_real_2: 0.15647689998149872 (0.20847018621861935) | > loss_disc_real_3: 0.21869926154613495 (0.22382105141878128) | > loss_disc_real_4: 0.24750199913978577 (0.23446298576891422) | > loss_disc_real_5: 0.2378496676683426 (0.2711278274655342) | > loss_0: 2.103980302810669 (2.3065724670886993) | > loss_gen: 2.7810399532318115 (2.5167748034000397) | > loss_kl: 3.010263681411743 (3.2360708713531494) | > loss_feat: 9.139220237731934 (6.297680020332336) | > loss_mel: 18.908185958862305 (17.564597010612488) | > loss_duration: 2.2912182807922363 (2.3747266232967377) | > loss_1: 36.12992858886719 (31.98984932899475)  --> STEP: 9 | > loss_disc: 2.3349382877349854 (2.3097242249382868) | > loss_disc_real_0: 0.09557150304317474 (0.10958936893277699) | > loss_disc_real_1: 0.1621139496564865 (0.21020298533969456) | > loss_disc_real_2: 0.18644684553146362 (0.20602314836449093) | > loss_disc_real_3: 0.26563945412635803 (0.22846754060851204) | > loss_disc_real_4: 0.21882577240467072 (0.23272551761733162) | > loss_disc_real_5: 0.22434619069099426 (0.26592986782391864) | > loss_0: 2.3349382877349854 (2.3097242249382868) | > loss_gen: 2.3762731552124023 (2.501163509156969) | > loss_kl: 2.2077219486236572 (3.1218098799387612) | > loss_feat: 8.022723197937012 (6.4893514845106335) | > loss_mel: 18.659379959106445 (17.68623956044515) | > loss_duration: 2.1805977821350098 (2.3531567520565457) | > loss_1: 33.44669723510742 (32.15172131856283)  --> STEP: 10 | > loss_disc: 2.5143377780914307 (2.330185580253601) | > loss_disc_real_0: 0.10762511938810349 (0.10939294397830963) | > loss_disc_real_1: 0.25251632928848267 (0.21443431973457336) | > loss_disc_real_2: 0.1991090327501297 (0.2053317368030548) | > loss_disc_real_3: 0.1781907081604004 (0.22343985736370087) | > loss_disc_real_4: 0.2162805050611496 (0.2310810163617134) | > loss_disc_real_5: 0.2673417627811432 (0.2660710573196411) | > loss_0: 2.5143377780914307 (2.330185580253601) | > loss_gen: 2.294764995574951 (2.4805236577987673) | > loss_kl: 2.960554361343384 (3.1056843280792235) | > loss_feat: 5.332813262939453 (6.373697662353516) | > loss_mel: 15.525463104248047 (17.47016191482544) | > loss_duration: 2.30562686920166 (2.3484037637710573) | > loss_1: 28.41922378540039 (31.778471565246583)  --> STEP: 11 | > loss_disc: 2.5506694316864014 (2.350229566747492) | > loss_disc_real_0: 0.15434779226779938 (0.11347974836826324) | > loss_disc_real_1: 0.2591899633407593 (0.218503014607863) | > loss_disc_real_2: 0.2076214998960495 (0.20553989708423615) | > loss_disc_real_3: 0.2671681344509125 (0.2274151552807201) | > loss_disc_real_4: 0.2234484851360321 (0.23038714988665146) | > loss_disc_real_5: 0.3011488616466522 (0.2692599486220967) | > loss_0: 2.5506694316864014 (2.350229566747492) | > loss_gen: 2.4012320041656494 (2.4733153256503018) | > loss_kl: 3.503126382827759 (3.141815423965454) | > loss_feat: 5.480466842651367 (6.292494860562411) | > loss_mel: 17.401649475097656 (17.463933511213824) | > loss_duration: 2.527506113052368 (2.364685795523904) | > loss_1: 31.313980102539062 (31.73624506863681)  --> STEP: 12 | > loss_disc: 2.344459295272827 (2.34974871079127) | > loss_disc_real_0: 0.14333058893680573 (0.11596731841564178) | > loss_disc_real_1: 0.24149003624916077 (0.22041859974463782) | > loss_disc_real_2: 0.24275492131710052 (0.2086411491036415) | > loss_disc_real_3: 0.18760095536708832 (0.22409730528791746) | > loss_disc_real_4: 0.18186748027801514 (0.22634384408593178) | > loss_disc_real_5: 0.2497527301311493 (0.2676343470811844) | > loss_0: 2.344459295272827 (2.34974871079127) | > loss_gen: 2.549126386642456 (2.4796329140663147) | > loss_kl: 3.223947763442993 (3.1486597855885825) | > loss_feat: 7.640077590942383 (6.404793421427409) | > loss_mel: 16.383455276489258 (17.37389365832011) | > loss_duration: 2.3066678047180176 (2.3598509629567466) | > loss_1: 32.103275299072266 (31.766830921173096)  --> STEP: 13 | > loss_disc: 2.3157413005828857 (2.347132756159856) | > loss_disc_real_0: 0.11406975984573364 (0.1158213523718027) | > loss_disc_real_1: 0.19373980164527893 (0.21836638450622559) | > loss_disc_real_2: 0.13521356880664825 (0.2029928736961805) | > loss_disc_real_3: 0.1936798095703125 (0.22175749792502478) | > loss_disc_real_4: 0.15846149623394012 (0.22112212502039397) | > loss_disc_real_5: 0.17542293667793274 (0.26054116166554964) | > loss_0: 2.3157413005828857 (2.347132756159856) | > loss_gen: 2.1068334579467773 (2.45095603282635) | > loss_kl: 2.979701519012451 (3.135662995851957) | > loss_feat: 8.102893829345703 (6.535416529728816) | > loss_mel: 16.837034225463867 (17.33259677886963) | > loss_duration: 2.2684173583984375 (2.3528176087599535) | > loss_1: 32.29487991333008 (31.80745007441594)  --> STEP: 14 | > loss_disc: 2.321457624435425 (2.3452988181795393) | > loss_disc_real_0: 0.11741025000810623 (0.11593484506011009) | > loss_disc_real_1: 0.1495790332555771 (0.2134530022740364) | > loss_disc_real_2: 0.22835995256900787 (0.20480480790138245) | > loss_disc_real_3: 0.23684383928775787 (0.22283509373664856) | > loss_disc_real_4: 0.21147210896015167 (0.22043283815894807) | > loss_disc_real_5: 0.23116876184940338 (0.2584431331072535) | > loss_0: 2.321457624435425 (2.3452988181795393) | > loss_gen: 2.3589940071105957 (2.4443873167037964) | > loss_kl: 3.30021071434021 (3.1474164043154036) | > loss_feat: 6.515476226806641 (6.533992222377232) | > loss_mel: 19.221452713012695 (17.467515059879847) | > loss_duration: 2.443629264831543 (2.3593041556222096) | > loss_1: 33.83976364135742 (31.952615329197474)  --> STEP: 15 | > loss_disc: 2.5598182678222656 (2.3596001148223875) | > loss_disc_real_0: 0.16603466868400574 (0.11927483330170313) | > loss_disc_real_1: 0.17767035961151123 (0.2110674927632014) | > loss_disc_real_2: 0.1979561299085617 (0.20434822936852773) | > loss_disc_real_3: 0.23544345796108246 (0.22367565135161083) | > loss_disc_real_4: 0.2344939112663269 (0.22137024303277333) | > loss_disc_real_5: 0.24791958928108215 (0.2577415635188421) | > loss_0: 2.5598182678222656 (2.3596001148223875) | > loss_gen: 2.124525547027588 (2.4230631987253823) | > loss_kl: 3.5820658206939697 (3.1763930320739746) | > loss_feat: 8.03289794921875 (6.633919270833333) | > loss_mel: 17.264781951904297 (17.453999519348145) | > loss_duration: 2.3930835723876953 (2.361556116739909) | > loss_1: 33.39735412597656 (32.04893124898275)  --> STEP: 16 | > loss_disc: 2.375370502471924 (2.3605857640504837) | > loss_disc_real_0: 0.19992601871490479 (0.12431553239002824) | > loss_disc_real_1: 0.2362595498561859 (0.21264199633151293) | > loss_disc_real_2: 0.229364812374115 (0.20591176580637693) | > loss_disc_real_3: 0.23131194710731506 (0.22415291983634233) | > loss_disc_real_4: 0.23137472569942474 (0.22199552319943905) | > loss_disc_real_5: 0.29465368390083313 (0.2600485710427165) | > loss_0: 2.375370502471924 (2.3605857640504837) | > loss_gen: 2.7295665740966797 (2.4422196596860886) | > loss_kl: 2.272413492202759 (3.1198943108320236) | > loss_feat: 7.3860321044921875 (6.680926322937012) | > loss_mel: 15.891511917114258 (17.356344044208527) | > loss_duration: 2.377070665359497 (2.362525776028633) | > loss_1: 30.65659523010254 (31.961910247802734)  --> STEP: 17 | > loss_disc: 2.277317762374878 (2.35568764630486) | > loss_disc_real_0: 0.13859643042087555 (0.1251555852153722) | > loss_disc_real_1: 0.25193458795547485 (0.2149533252505695) | > loss_disc_real_2: 0.18311411142349243 (0.2045707273132661) | > loss_disc_real_3: 0.23624877631664276 (0.22486444080577178) | > loss_disc_real_4: 0.22612087428569794 (0.22223819091039546) | > loss_disc_real_5: 0.23324455320835114 (0.25847186411128326) | > loss_0: 2.277317762374878 (2.35568764630486) | > loss_gen: 2.5024688243865967 (2.4457637281978832) | > loss_kl: 2.7208218574523926 (3.096419460633222) | > loss_feat: 5.5974016189575195 (6.6171895756441) | > loss_mel: 18.039724349975586 (17.396542885724237) | > loss_duration: 2.4277420043945312 (2.366362024756039) | > loss_1: 31.288158416748047 (31.92227778715246)  --> STEP: 18 | > loss_disc: 2.4490206241607666 (2.360872811741299) | > loss_disc_real_0: 0.17647293210029602 (0.1280065489312013) | > loss_disc_real_1: 0.13852909207344055 (0.2107075345185068) | > loss_disc_real_2: 0.23010455071926117 (0.2059892730580436) | > loss_disc_real_3: 0.19017617404460907 (0.22293731487459606) | > loss_disc_real_4: 0.2207115739583969 (0.22215337885750663) | > loss_disc_real_5: 0.22403231263160706 (0.2565585556957457) | > loss_0: 2.4490206241607666 (2.360872811741299) | > loss_gen: 2.3747243881225586 (2.4418170981936984) | > loss_kl: 2.7943356037139893 (3.0796370241377087) | > loss_feat: 8.636252403259277 (6.729359732733832) | > loss_mel: 17.671520233154297 (17.411819405025906) | > loss_duration: 2.2704625129699707 (2.3610342741012573) | > loss_1: 33.74729537963867 (32.023667653401695)  --> STEP: 19 | > loss_disc: 2.846162796020508 (2.3864143898612573) | > loss_disc_real_0: 0.1429435908794403 (0.12879270903374018) | > loss_disc_real_1: 0.2684771716594696 (0.2137480417364522) | > loss_disc_real_2: 0.25029855966567993 (0.20832134077423498) | > loss_disc_real_3: 0.3313743770122528 (0.22864452867131485) | > loss_disc_real_4: 0.2556303143501282 (0.2239153228308025) | > loss_disc_real_5: 0.3157671391963959 (0.259674796932622) | > loss_0: 2.846162796020508 (2.3864143898612573) | > loss_gen: 2.0983846187591553 (2.423741704539249) | > loss_kl: 2.2062833309173584 (3.0336710402840064) | > loss_feat: 5.852970600128174 (6.683233988912482) | > loss_mel: 15.754984855651855 (17.3246175866378) | > loss_duration: 2.3135664463043213 (2.358535967375103) | > loss_1: 28.2261905670166 (31.823800438328792)  --> STEP: 20 | > loss_disc: 2.4545302391052246 (2.3898201823234557) | > loss_disc_real_0: 0.1339757740497589 (0.12905186228454113) | > loss_disc_real_1: 0.16792698204517365 (0.2114569887518883) | > loss_disc_real_2: 0.21943534910678864 (0.20887704119086264) | > loss_disc_real_3: 0.24363668262958527 (0.22939413636922837) | > loss_disc_real_4: 0.27249810099601746 (0.22634446173906325) | > loss_disc_real_5: 0.29464566707611084 (0.2614233404397964) | > loss_0: 2.4545302391052246 (2.3898201823234557) | > loss_gen: 2.3969898223876953 (2.422404110431671) | > loss_kl: 2.393904685974121 (3.001682722568512) | > loss_feat: 6.413915157318115 (6.669768047332764) | > loss_mel: 19.00201416015625 (17.408487415313722) | > loss_duration: 2.2810425758361816 (2.354661297798157) | > loss_1: 32.48786544799805 (31.857003688812256)  --> STEP: 21 | > loss_disc: 2.339413642883301 (2.3874198709215437) | > loss_disc_real_0: 0.08395323157310486 (0.1269043084411394) | > loss_disc_real_1: 0.24443723261356354 (0.21302747655482518) | > loss_disc_real_2: 0.1833076924085617 (0.20765945315361023) | > loss_disc_real_3: 0.2061006873846054 (0.22828492451281773) | > loss_disc_real_4: 0.20336271822452545 (0.22525009300027574) | > loss_disc_real_5: 0.2528730630874634 (0.26101618437539964) | > loss_0: 2.339413642883301 (2.3874198709215437) | > loss_gen: 2.2930853366851807 (2.4162460735866) | > loss_kl: 2.241612434387207 (2.965488899321783) | > loss_feat: 5.763247489929199 (6.626600401742118) | > loss_mel: 14.93173599243164 (17.290546871366956) | > loss_duration: 2.192378520965576 (2.3469335465204146) | > loss_1: 27.422060012817383 (31.645815894717263)  --> STEP: 22 | > loss_disc: 2.388650417327881 (2.3874758048491045) | > loss_disc_real_0: 0.0823448896408081 (0.12487888031385162) | > loss_disc_real_1: 0.1795126497745514 (0.21150407533754) | > loss_disc_real_2: 0.16125480830669403 (0.20555015111511404) | > loss_disc_real_3: 0.20304246246814728 (0.22713753987442364) | > loss_disc_real_4: 0.1863933801651001 (0.22348387878049503) | > loss_disc_real_5: 0.2438349574804306 (0.2602352195165374) | > loss_0: 2.388650417327881 (2.3874758048491045) | > loss_gen: 2.1615710258483887 (2.404669935053045) | > loss_kl: 2.7568957805633545 (2.956007393923673) | > loss_feat: 7.204227447509766 (6.652856176549738) | > loss_mel: 17.83367156982422 (17.31523435766047) | > loss_duration: 2.2253575325012207 (2.341407364064997) | > loss_1: 32.181724548339844 (31.670175378972832)  --> STEP: 23 | > loss_disc: 2.521059274673462 (2.3932837817979897) | > loss_disc_real_0: 0.09093112498521805 (0.12340289095173711) | > loss_disc_real_1: 0.36244550347328186 (0.21806674612605054) | > loss_disc_real_2: 0.22352705895900726 (0.20633175580397897) | > loss_disc_real_3: 0.22521676123142242 (0.22705402775951053) | > loss_disc_real_4: 0.2195841521024704 (0.22331432544666788) | > loss_disc_real_5: 0.20699521899223328 (0.2579204368850459) | > loss_0: 2.521059274673462 (2.3932837817979897) | > loss_gen: 2.4653079509735107 (2.407306370527848) | > loss_kl: 2.7270843982696533 (2.946054220199585) | > loss_feat: 6.122688293457031 (6.629805399023968) | > loss_mel: 15.779756546020508 (17.24847445280656) | > loss_duration: 2.298783540725708 (2.3395541543545932) | > loss_1: 29.393619537353516 (31.571194690206777)  --> STEP: 24 | > loss_disc: 2.432961940765381 (2.3949370384216313) | > loss_disc_real_0: 0.11729159206151962 (0.12314825349797805) | > loss_disc_real_1: 0.27682825922966003 (0.2205151425053676) | > loss_disc_real_2: 0.20286576449871063 (0.20618733949959278) | > loss_disc_real_3: 0.19247505068778992 (0.22561323704818884) | > loss_disc_real_4: 0.21203826367855072 (0.222844489539663) | > loss_disc_real_5: 0.22332875430583954 (0.25647911677757895) | > loss_0: 2.432961940765381 (2.3949370384216313) | > loss_gen: 2.2542905807495117 (2.4009307126204176) | > loss_kl: 2.955718994140625 (2.946456919113795) | > loss_feat: 5.389699459075928 (6.5781343181928) | > loss_mel: 16.60017967224121 (17.221462170283) | > loss_duration: 2.404772996902466 (2.3422716061274214) | > loss_1: 29.604663848876953 (31.489255905151367)  --> STEP: 25 | > loss_disc: 2.5003111362457275 (2.399152002334595) | > loss_disc_real_0: 0.10056650638580322 (0.12224498361349107) | > loss_disc_real_1: 0.23036648333072662 (0.22090919613838195) | > loss_disc_real_2: 0.17320357263088226 (0.20486798882484436) | > loss_disc_real_3: 0.19855011999607086 (0.2245307123661041) | > loss_disc_real_4: 0.18584486842155457 (0.22136450469493865) | > loss_disc_real_5: 0.26278191804885864 (0.25673122882843014) | > loss_0: 2.5003111362457275 (2.399152002334595) | > loss_gen: 2.093247890472412 (2.3886233997344974) | > loss_kl: 2.6942083835601807 (2.9363669776916503) | > loss_feat: 6.917924880981445 (6.591725940704346) | > loss_mel: 15.650479316711426 (17.158622856140138) | > loss_duration: 2.3975448608398438 (2.344482536315918) | > loss_1: 29.75340461730957 (31.419821853637696)  --> STEP: 26 | > loss_disc: 2.3939363956451416 (2.398951402077308) | > loss_disc_real_0: 0.11888597905635834 (0.12211579113052441) | > loss_disc_real_1: 0.23429307341575623 (0.2214239606490502) | > loss_disc_real_2: 0.20529411733150482 (0.20488437838279283) | > loss_disc_real_3: 0.266628623008728 (0.2261498627754358) | > loss_disc_real_4: 0.21910788118839264 (0.22127771148314843) | > loss_disc_real_5: 0.26152709126472473 (0.25691568507597995) | > loss_0: 2.3939363956451416 (2.398951402077308) | > loss_gen: 2.3641393184661865 (2.3876817043011007) | > loss_kl: 2.5787570476531982 (2.9226127496132484) | > loss_feat: 6.458909034729004 (6.586617598166833) | > loss_mel: 15.206897735595703 (17.083556505349968) | > loss_duration: 2.310429811477661 (2.3431728161298313) | > loss_1: 28.91913414001465 (31.323641556959885) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023851578052227315 (-3.234239724966186e-05) | > avg_loss_disc: 2.398951402077308 (-0.026301393142113216) | > avg_loss_disc_real_0: 0.12211579113052441 (-0.036886734458116396) | > avg_loss_disc_real_1: 0.2214239606490502 (-0.016670881555630596) | > avg_loss_disc_real_2: 0.20488437838279283 (-0.036079475512871384) | > avg_loss_disc_real_3: 0.2261498627754358 (-0.029079224054629982) | > avg_loss_disc_real_4: 0.22127771148314843 (-0.05476482728352908) | > avg_loss_disc_real_5: 0.25691568507597995 (+0.02169150171371606) | > avg_loss_0: 2.398951402077308 (-0.026301393142113216) | > avg_loss_gen: 2.3876817043011007 (-0.17255611603076604) | > avg_loss_kl: 2.9226127496132484 (-0.18902731858766986) | > avg_loss_feat: 6.586617598166833 (+0.23469576468834585) | > avg_loss_mel: 17.083556505349968 (-0.5218954086303711) | > avg_loss_duration: 2.3431728161298313 (-0.014483836980966114) | > avg_loss_1: 31.323641556959885 (-0.6632673556988102)  > EPOCH: 731/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:31:50)   --> TIME: 2024-06-11 23:31:58 -- STEP: 19/330 -- GLOBAL_STEP: 329250 | > loss_disc: 2.4092414379119873 (2.3162467354222347) | > loss_disc_real_0: 0.10952334851026535 (0.10440715284723985) | > loss_disc_real_1: 0.21307885646820068 (0.19182070462327255) | > loss_disc_real_2: 0.21419773995876312 (0.2122071440282621) | > loss_disc_real_3: 0.202418714761734 (0.22119099450738808) | > loss_disc_real_4: 0.2442122995853424 (0.22920630636968112) | > loss_disc_real_5: 0.25396642088890076 (0.2210239650387513) | > loss_0: 2.4092414379119873 (2.3162467354222347) | > grad_norm_0: tensor(9.6330, device='cuda:0') (tensor(10.8791, device='cuda:0')) | > loss_gen: 2.3469183444976807 (2.4965538225675883) | > loss_kl: 1.9788365364074707 (1.943208048218175) | > loss_feat: 7.0700578689575195 (6.874707422758403) | > loss_mel: 17.49905776977539 (17.60879175286544) | > loss_duration: 1.961390733718872 (2.0579603283028853) | > loss_1: 30.85626220703125 (30.98122114884226) | > grad_norm_1: tensor(150.9381, device='cuda:0') (tensor(143.4681, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3778 (0.36305441354450424) | > loader_time: 0.0034 (0.003233595898276881)  --> TIME: 2024-06-11 23:32:08 -- STEP: 44/330 -- GLOBAL_STEP: 329275 | > loss_disc: 2.2935688495635986 (2.342440859837966) | > loss_disc_real_0: 0.07830305397510529 (0.1035768599672751) | > loss_disc_real_1: 0.1595800817012787 (0.1944280050017616) | > loss_disc_real_2: 0.21574251353740692 (0.21322240917520088) | > loss_disc_real_3: 0.21332009136676788 (0.2267401594329964) | > loss_disc_real_4: 0.19725091755390167 (0.23231792991811578) | > loss_disc_real_5: 0.1908702850341797 (0.22268350693312558) | > loss_0: 2.2935688495635986 (2.342440859837966) | > grad_norm_0: tensor(8.3954, device='cuda:0') (tensor(10.4660, device='cuda:0')) | > loss_gen: 2.43526554107666 (2.4913010001182556) | > loss_kl: 1.7886334657669067 (1.9134551964022897) | > loss_feat: 7.350532054901123 (6.972496086900884) | > loss_mel: 17.05335235595703 (17.480161016637627) | > loss_duration: 1.9261817932128906 (2.009330007162961) | > loss_1: 30.553966522216797 (30.86674304441972) | > grad_norm_1: tensor(44.3408, device='cuda:0') (tensor(112.1771, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3714 (0.36299332705411047) | > loader_time: 0.0038 (0.0033008672974326396)  --> TIME: 2024-06-11 23:32:17 -- STEP: 69/330 -- GLOBAL_STEP: 329300 | > loss_disc: 2.4132344722747803 (2.3512308286583945) | > loss_disc_real_0: 0.08648861944675446 (0.1042082785912182) | > loss_disc_real_1: 0.22832879424095154 (0.19510312702344806) | > loss_disc_real_2: 0.208120197057724 (0.21229653686716937) | > loss_disc_real_3: 0.2213796228170395 (0.22831430534521738) | > loss_disc_real_4: 0.22451452910900116 (0.2326502886371336) | > loss_disc_real_5: 0.23456843197345734 (0.22408251442771027) | > loss_0: 2.4132344722747803 (2.3512308286583945) | > grad_norm_0: tensor(13.2574, device='cuda:0') (tensor(10.1077, device='cuda:0')) | > loss_gen: 2.505640983581543 (2.483623857083528) | > loss_kl: 1.999267816543579 (1.9335622960242673) | > loss_feat: 6.92444372177124 (6.986613930135533) | > loss_mel: 16.96747589111328 (17.42843915414118) | > loss_duration: 1.9444007873535156 (1.996393176092617) | > loss_1: 30.341228485107422 (30.82863221652266) | > grad_norm_1: tensor(88.0901, device='cuda:0') (tensor(99.2134, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3571 (0.36718006755994714) | > loader_time: 0.0032 (0.0034082696057748103)  --> TIME: 2024-06-11 23:32:27 -- STEP: 94/330 -- GLOBAL_STEP: 329325 | > loss_disc: 2.3659167289733887 (2.3482000066878954) | > loss_disc_real_0: 0.09414534270763397 (0.10621597078886438) | > loss_disc_real_1: 0.21353858709335327 (0.1951964259781736) | > loss_disc_real_2: 0.19469286501407623 (0.21085481504176526) | > loss_disc_real_3: 0.24645346403121948 (0.22839153573868123) | > loss_disc_real_4: 0.21307820081710815 (0.23150541855299728) | > loss_disc_real_5: 0.23723778128623962 (0.22416724946270597) | > loss_0: 2.3659167289733887 (2.3482000066878954) | > grad_norm_0: tensor(12.0004, device='cuda:0') (tensor(10.6281, device='cuda:0')) | > loss_gen: 2.4211232662200928 (2.480751331816328) | > loss_kl: 2.1073663234710693 (1.9542393494159618) | > loss_feat: 7.433987140655518 (6.9708828824631714) | > loss_mel: 17.65019416809082 (17.39229825202455) | > loss_duration: 2.011050224304199 (1.9932833428078502) | > loss_1: 31.623722076416016 (30.79145502536855) | > grad_norm_1: tensor(123.5909, device='cuda:0') (tensor(110.9361, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3737 (0.3683014626198627) | > loader_time: 0.0036 (0.0034941916770123422)  --> TIME: 2024-06-11 23:32:36 -- STEP: 119/330 -- GLOBAL_STEP: 329350 | > loss_disc: 2.3726580142974854 (2.349321006726818) | > loss_disc_real_0: 0.08937911689281464 (0.1072670608258047) | > loss_disc_real_1: 0.1724616289138794 (0.19516920742868377) | > loss_disc_real_2: 0.21400432288646698 (0.21151127860325725) | > loss_disc_real_3: 0.2149195820093155 (0.22825992069825404) | > loss_disc_real_4: 0.21415090560913086 (0.23132971192107482) | > loss_disc_real_5: 0.22902706265449524 (0.22475678066746527) | > loss_0: 2.3726580142974854 (2.349321006726818) | > grad_norm_0: tensor(31.2623, device='cuda:0') (tensor(11.0637, device='cuda:0')) | > loss_gen: 2.428211212158203 (2.4780316332809056) | > loss_kl: 2.026374101638794 (1.9755239456641573) | > loss_feat: 7.028139114379883 (6.979471278791668) | > loss_mel: 17.20051383972168 (17.36780217916024) | > loss_duration: 1.991767168045044 (1.9947800856678422) | > loss_1: 30.675006866455078 (30.795608969295728) | > grad_norm_1: tensor(189.4798, device='cuda:0') (tensor(128.7863, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3704 (0.36934035365321055) | > loader_time: 0.0046 (0.0036577657491219146)  --> TIME: 2024-06-11 23:32:46 -- STEP: 144/330 -- GLOBAL_STEP: 329375 | > loss_disc: 2.352599620819092 (2.351496280895339) | > loss_disc_real_0: 0.12088388204574585 (0.10859556672059828) | > loss_disc_real_1: 0.19097714126110077 (0.19504200170437494) | > loss_disc_real_2: 0.1959856152534485 (0.2110143952692548) | > loss_disc_real_3: 0.22480371594429016 (0.2287971783015463) | > loss_disc_real_4: 0.21604125201702118 (0.23196397432022625) | > loss_disc_real_5: 0.19703909754753113 (0.2246850842816962) | > loss_0: 2.352599620819092 (2.351496280895339) | > grad_norm_0: tensor(5.3045, device='cuda:0') (tensor(11.5027, device='cuda:0')) | > loss_gen: 2.589901924133301 (2.481110677123069) | > loss_kl: 1.9517054557800293 (1.9789771089951198) | > loss_feat: 8.0543794631958 (6.976729505591923) | > loss_mel: 17.75414276123047 (17.352176017231407) | > loss_duration: 1.998403787612915 (2.0003548545969854) | > loss_1: 32.348533630371094 (30.78934794002109) | > grad_norm_1: tensor(84.9771, device='cuda:0') (tensor(133.0729, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3819 (0.36999146309163833) | > loader_time: 0.0046 (0.0037503192822138467)  --> TIME: 2024-06-11 23:32:55 -- STEP: 169/330 -- GLOBAL_STEP: 329400 | > loss_disc: 2.301443099975586 (2.354018111200727) | > loss_disc_real_0: 0.07090362161397934 (0.11053095647745584) | > loss_disc_real_1: 0.15756338834762573 (0.19547448937709525) | > loss_disc_real_2: 0.19345149397850037 (0.21113124110642265) | > loss_disc_real_3: 0.24598702788352966 (0.22891791976062503) | > loss_disc_real_4: 0.21569745242595673 (0.23177982170200911) | > loss_disc_real_5: 0.23092865943908691 (0.224805722751561) | > loss_0: 2.301443099975586 (2.354018111200727) | > grad_norm_0: tensor(16.0887, device='cuda:0') (tensor(11.3490, device='cuda:0')) | > loss_gen: 2.430849313735962 (2.4754575540328165) | > loss_kl: 1.99966299533844 (1.9842516868072149) | > loss_feat: 7.445168495178223 (6.972845235519861) | > loss_mel: 17.175901412963867 (17.329608082065917) | > loss_duration: 2.0610005855560303 (2.005289682975182) | > loss_1: 31.11258316040039 (30.767452048126763) | > grad_norm_1: tensor(223.3376, device='cuda:0') (tensor(131.7507, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3711 (0.37161059210286346) | > loader_time: 0.0045 (0.003867184622047921)  --> TIME: 2024-06-11 23:33:05 -- STEP: 194/330 -- GLOBAL_STEP: 329425 | > loss_disc: 2.349104404449463 (2.3560187165270152) | > loss_disc_real_0: 0.09225520491600037 (0.11160156964180395) | > loss_disc_real_1: 0.18887853622436523 (0.19507421652988066) | > loss_disc_real_2: 0.2208251655101776 (0.21102444643212345) | > loss_disc_real_3: 0.2556777894496918 (0.22915433777361802) | > loss_disc_real_4: 0.2354099005460739 (0.2318311865182267) | > loss_disc_real_5: 0.21688859164714813 (0.2242123475394298) | > loss_0: 2.349104404449463 (2.3560187165270152) | > grad_norm_0: tensor(8.6055, device='cuda:0') (tensor(12.3354, device='cuda:0')) | > loss_gen: 2.4507412910461426 (2.4737955540725864) | > loss_kl: 2.097914457321167 (1.991244312414189) | > loss_feat: 6.877704620361328 (6.973323168213835) | > loss_mel: 17.95020294189453 (17.297383455886045) | > loss_duration: 2.059189796447754 (2.012817042390097) | > loss_1: 31.435752868652344 (30.748563383043425) | > grad_norm_1: tensor(101.5889, device='cuda:0') (tensor(147.5559, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.3898 (0.3744028007861266) | > loader_time: 0.005 (0.0039940974147049425)  --> TIME: 2024-06-11 23:33:16 -- STEP: 219/330 -- GLOBAL_STEP: 329450 | > loss_disc: 2.3559980392456055 (2.354853342657219) | > loss_disc_real_0: 0.09346595406532288 (0.11269226990061808) | > loss_disc_real_1: 0.1709512174129486 (0.19486642605093524) | > loss_disc_real_2: 0.21195179224014282 (0.21129812191338296) | > loss_disc_real_3: 0.24053479731082916 (0.22893710039794174) | > loss_disc_real_4: 0.23948891460895538 (0.23169597758822244) | > loss_disc_real_5: 0.1848752498626709 (0.2235855140370321) | > loss_0: 2.3559980392456055 (2.354853342657219) | > grad_norm_0: tensor(17.4512, device='cuda:0') (tensor(14.0267, device='cuda:0')) | > loss_gen: 2.5726983547210693 (2.4805896782983927) | > loss_kl: 1.9893301725387573 (1.9981925340547955) | > loss_feat: 7.5395073890686035 (7.003668754612474) | > loss_mel: 17.452049255371094 (17.279477071544353) | > loss_duration: 2.0812644958496094 (2.0202926054392782) | > loss_1: 31.634849548339844 (30.782220474661212) | > grad_norm_1: tensor(419.9738, device='cuda:0') (tensor(173.3909, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.4092 (0.3774718770153447) | > loader_time: 0.0053 (0.004118077831181217)  --> TIME: 2024-06-11 23:33:27 -- STEP: 244/330 -- GLOBAL_STEP: 329475 | > loss_disc: 2.4149179458618164 (2.356261618801804) | > loss_disc_real_0: 0.07634133100509644 (0.11356499244565846) | > loss_disc_real_1: 0.18748879432678223 (0.1951635542218803) | > loss_disc_real_2: 0.2195817083120346 (0.21118777917056783) | > loss_disc_real_3: 0.23931555449962616 (0.229104006143867) | > loss_disc_real_4: 0.2162466198205948 (0.23150815313956777) | > loss_disc_real_5: 0.19646404683589935 (0.22331639043376095) | > loss_0: 2.4149179458618164 (2.356261618801804) | > grad_norm_0: tensor(48.1959, device='cuda:0') (tensor(16.2747, device='cuda:0')) | > loss_gen: 2.514115333557129 (2.4862734724263675) | > loss_kl: 1.9765492677688599 (2.0043912231922154) | > loss_feat: 6.8227925300598145 (7.008696995797704) | > loss_mel: 15.951894760131836 (17.238747893786815) | > loss_duration: 2.0415029525756836 (2.0289573464237294) | > loss_1: 29.306854248046875 (30.767066799226356) | > grad_norm_1: tensor(474.7231, device='cuda:0') (tensor(191.9544, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.4434 (0.382725227074545) | > loader_time: 0.0054 (0.0042796076321211)  --> TIME: 2024-06-11 23:33:38 -- STEP: 269/330 -- GLOBAL_STEP: 329500 | > loss_disc: 2.2516565322875977 (2.3600660469452235) | > loss_disc_real_0: 0.06577114760875702 (0.11552648692215244) | > loss_disc_real_1: 0.1745956838130951 (0.19531236893625512) | > loss_disc_real_2: 0.2595941722393036 (0.2113846139393774) | > loss_disc_real_3: 0.2312317192554474 (0.22942242818472552) | > loss_disc_real_4: 0.2130817323923111 (0.23147020524983955) | > loss_disc_real_5: 0.22416724264621735 (0.22277719629963091) | > loss_0: 2.2516565322875977 (2.3600660469452235) | > grad_norm_0: tensor(26.2197, device='cuda:0') (tensor(17.6292, device='cuda:0')) | > loss_gen: 2.697998046875 (2.4883531070553238) | > loss_kl: 2.0450289249420166 (2.0097062818179796) | > loss_feat: 7.368279457092285 (7.013145845618833) | > loss_mel: 16.928709030151367 (17.190907875401372) | > loss_duration: 2.1385245323181152 (2.03742392001099) | > loss_1: 31.17854118347168 (30.73953691645626) | > grad_norm_1: tensor(406.6938, device='cuda:0') (tensor(211.6619, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.4565 (0.3884176552074107) | > loader_time: 0.0066 (0.004454278591397082) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_329500.pth  --> TIME: 2024-06-11 23:33:54 -- STEP: 294/330 -- GLOBAL_STEP: 329525 | > loss_disc: 2.3488073348999023 (2.358828304576224) | > loss_disc_real_0: 0.09716429561376572 (0.11668306006258039) | > loss_disc_real_1: 0.21138906478881836 (0.1961163964097192) | > loss_disc_real_2: 0.20338347554206848 (0.21140118794781818) | > loss_disc_real_3: 0.23425695300102234 (0.22906427196904905) | > loss_disc_real_4: 0.2252964824438095 (0.23064095232965184) | > loss_disc_real_5: 0.20717155933380127 (0.22173746649910803) | > loss_0: 2.3488073348999023 (2.358828304576224) | > grad_norm_0: tensor(10.7521, device='cuda:0') (tensor(19.9623, device='cuda:0')) | > loss_gen: 2.6496047973632812 (2.4914582894772903) | > loss_kl: 2.152716875076294 (2.013115456720599) | > loss_feat: 7.426945686340332 (7.021204015835613) | > loss_mel: 17.136966705322266 (17.13877197512152) | > loss_duration: 2.194395065307617 (2.047619266574887) | > loss_1: 31.56062889099121 (30.712168907632634) | > grad_norm_1: tensor(442.3381, device='cuda:0') (tensor(234.7695, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.4455 (0.3939989318653029) | > loader_time: 0.0068 (0.004625776187092267)  --> TIME: 2024-06-11 23:34:07 -- STEP: 319/330 -- GLOBAL_STEP: 329550 | > loss_disc: 2.4832818508148193 (2.3626336565585717) | > loss_disc_real_0: 0.15323945879936218 (0.11837301520064335) | > loss_disc_real_1: 0.22730903327465057 (0.19666640862215276) | > loss_disc_real_2: 0.22886143624782562 (0.21165751696193472) | > loss_disc_real_3: 0.23928992450237274 (0.22928005966086365) | > loss_disc_real_4: 0.258008748292923 (0.23107756562180654) | > loss_disc_real_5: 0.27485954761505127 (0.22223429288423174) | > loss_0: 2.4832818508148193 (2.3626336565585717) | > grad_norm_0: tensor(35.1891, device='cuda:0') (tensor(21.2265, device='cuda:0')) | > loss_gen: 2.3232803344726562 (2.4883200494473257) | > loss_kl: 2.203824043273926 (2.0154182944551917) | > loss_feat: 6.998815059661865 (7.034672520377419) | > loss_mel: 16.013811111450195 (17.10788438013727) | > loss_duration: 2.2423951625823975 (2.061655143959022) | > loss_1: 29.78212547302246 (30.70795029308355) | > grad_norm_1: tensor(503.8037, device='cuda:0') (tensor(248.6535, device='cuda:0')) | > current_lr_0: 0.00018253403615890975 | > current_lr_1: 0.00018253403615890975 | > step_time: 0.5646 (0.40329235698735827) | > loader_time: 0.009 (0.004834213226940189)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.645434617996216 (2.645434617996216) | > loss_disc_real_0: 0.2368711233139038 (0.2368711233139038) | > loss_disc_real_1: 0.20451314747333527 (0.20451314747333527) | > loss_disc_real_2: 0.3200518488883972 (0.3200518488883972) | > loss_disc_real_3: 0.25251346826553345 (0.25251346826553345) | > loss_disc_real_4: 0.28343209624290466 (0.28343209624290466) | > loss_disc_real_5: 0.34909141063690186 (0.34909141063690186) | > loss_0: 2.645434617996216 (2.645434617996216) | > loss_gen: 2.517770767211914 (2.517770767211914) | > loss_kl: 2.2708740234375 (2.2708740234375) | > loss_feat: 4.742267608642578 (4.742267608642578) | > loss_mel: 15.593722343444824 (15.593722343444824) | > loss_duration: 3.0422627925872803 (3.0422627925872803) | > loss_1: 28.166898727416992 (28.166898727416992)  --> STEP: 1 | > loss_disc: 2.3742728233337402 (2.3742728233337402) | > loss_disc_real_0: 0.14760422706604004 (0.14760422706604004) | > loss_disc_real_1: 0.25367891788482666 (0.25367891788482666) | > loss_disc_real_2: 0.3025478720664978 (0.3025478720664978) | > loss_disc_real_3: 0.2518865466117859 (0.2518865466117859) | > loss_disc_real_4: 0.20442181825637817 (0.20442181825637817) | > loss_disc_real_5: 0.17754170298576355 (0.17754170298576355) | > loss_0: 2.3742728233337402 (2.3742728233337402) | > loss_gen: 2.4230425357818604 (2.4230425357818604) | > loss_kl: 2.7486512660980225 (2.7486512660980225) | > loss_feat: 5.200843811035156 (5.200843811035156) | > loss_mel: 18.359519958496094 (18.359519958496094) | > loss_duration: 2.389723300933838 (2.389723300933838) | > loss_1: 31.121780395507812 (31.121780395507812)  --> STEP: 2 | > loss_disc: 2.4859676361083984 (2.4301202297210693) | > loss_disc_real_0: 0.10471539944410324 (0.12615981325507164) | > loss_disc_real_1: 0.27640318870544434 (0.2650410532951355) | > loss_disc_real_2: 0.32106977701187134 (0.31180882453918457) | > loss_disc_real_3: 0.33061936497688293 (0.2912529557943344) | > loss_disc_real_4: 0.2918831408023834 (0.2481524795293808) | > loss_disc_real_5: 0.3539409935474396 (0.26574134826660156) | > loss_0: 2.4859676361083984 (2.4301202297210693) | > loss_gen: 3.0114519596099854 (2.717247247695923) | > loss_kl: 3.4428558349609375 (3.09575355052948) | > loss_feat: 6.825239181518555 (6.0130414962768555) | > loss_mel: 19.369802474975586 (18.86466121673584) | > loss_duration: 2.477421998977661 (2.4335726499557495) | > loss_1: 35.12677001953125 (33.12427520751953)  --> STEP: 3 | > loss_disc: 2.4642386436462402 (2.441493034362793) | > loss_disc_real_0: 0.20035263895988464 (0.15089075515667597) | > loss_disc_real_1: 0.26525261998176575 (0.26511157552401227) | > loss_disc_real_2: 0.3287663757801056 (0.3174613416194916) | > loss_disc_real_3: 0.26453617215156555 (0.2823473612467448) | > loss_disc_real_4: 0.25426971912384033 (0.2501915593942006) | > loss_disc_real_5: 0.2526717782020569 (0.26138482491175336) | > loss_0: 2.4642386436462402 (2.441493034362793) | > loss_gen: 2.8221077919006348 (2.7522007624308267) | > loss_kl: 3.4425995349884033 (3.2113688786824546) | > loss_feat: 5.6681036949157715 (5.898062229156494) | > loss_mel: 17.487804412841797 (18.40570894877116) | > loss_duration: 2.3950092792510986 (2.420718193054199) | > loss_1: 31.815624237060547 (32.68805821736654)  --> STEP: 4 | > loss_disc: 2.646287202835083 (2.4926915764808655) | > loss_disc_real_0: 0.1893082857131958 (0.16049513779580593) | > loss_disc_real_1: 0.2770284414291382 (0.26809079200029373) | > loss_disc_real_2: 0.3078145384788513 (0.3150496408343315) | > loss_disc_real_3: 0.27305710315704346 (0.28002479672431946) | > loss_disc_real_4: 0.25583773851394653 (0.2516031041741371) | > loss_disc_real_5: 0.25190269947052 (0.259014293551445) | > loss_0: 2.646287202835083 (2.4926915764808655) | > loss_gen: 2.486671209335327 (2.685818374156952) | > loss_kl: 3.7673256397247314 (3.3503580689430237) | > loss_feat: 6.116266250610352 (5.9526132345199585) | > loss_mel: 16.11551284790039 (17.833159923553467) | > loss_duration: 2.3666751384735107 (2.407207429409027) | > loss_1: 30.852449417114258 (32.22915601730347)  --> STEP: 5 | > loss_disc: 2.5223171710968018 (2.4986166954040527) | > loss_disc_real_0: 0.15380823612213135 (0.15915775746107103) | > loss_disc_real_1: 0.22639712691307068 (0.25975205898284914) | > loss_disc_real_2: 0.3042273223400116 (0.31288517713546754) | > loss_disc_real_3: 0.3270605206489563 (0.28943194150924684) | > loss_disc_real_4: 0.25959479808807373 (0.2532014429569244) | > loss_disc_real_5: 0.22643515467643738 (0.25249846577644347) | > loss_0: 2.5223171710968018 (2.4986166954040527) | > loss_gen: 2.6095376014709473 (2.670562219619751) | > loss_kl: 2.531806707382202 (3.1866477966308593) | > loss_feat: 5.4275994300842285 (5.8476104736328125) | > loss_mel: 17.509227752685547 (17.768373489379883) | > loss_duration: 2.348834991455078 (2.3955329418182374) | > loss_1: 30.427005767822266 (31.868725967407226)  --> STEP: 6 | > loss_disc: 2.5229318141937256 (2.5026692152023315) | > loss_disc_real_0: 0.1437789797782898 (0.15659462784727415) | > loss_disc_real_1: 0.24160625040531158 (0.25672775755325955) | > loss_disc_real_2: 0.2978995442390442 (0.3103875716527303) | > loss_disc_real_3: 0.30507174134254456 (0.29203857481479645) | > loss_disc_real_4: 0.24220019578933716 (0.25136790176232654) | > loss_disc_real_5: 0.24149468541145325 (0.25066450238227844) | > loss_0: 2.5229318141937256 (2.5026692152023315) | > loss_gen: 2.473250150680542 (2.6376768747965493) | > loss_kl: 2.845207929611206 (3.129741152127584) | > loss_feat: 4.444110870361328 (5.613693873087565) | > loss_mel: 14.876168251037598 (17.286339282989502) | > loss_duration: 2.2368321418762207 (2.369082808494568) | > loss_1: 26.875568389892578 (31.036533037821453)  --> STEP: 7 | > loss_disc: 2.3135414123535156 (2.4756509576525008) | > loss_disc_real_0: 0.09690705686807632 (0.14806783199310303) | > loss_disc_real_1: 0.26532411575317383 (0.2579558087246759) | > loss_disc_real_2: 0.27670416235923767 (0.3055756560393742) | > loss_disc_real_3: 0.275790274143219 (0.2897173890045711) | > loss_disc_real_4: 0.24683518707752228 (0.25072037109306883) | > loss_disc_real_5: 0.29789841175079346 (0.2574122037206377) | > loss_0: 2.3135414123535156 (2.4756509576525008) | > loss_gen: 2.847660779953003 (2.667674575533186) | > loss_kl: 4.239035129547119 (3.2882117203303745) | > loss_feat: 4.964973449707031 (5.521019526890346) | > loss_mel: 16.966615676879883 (17.2406644821167) | > loss_duration: 2.6034505367279053 (2.402563912527902) | > loss_1: 31.621734619140625 (31.120133263724192)  --> STEP: 8 | > loss_disc: 2.288633346557617 (2.4522737562656403) | > loss_disc_real_0: 0.13761188089847565 (0.1467608381062746) | > loss_disc_real_1: 0.18586847186088562 (0.2489448916167021) | > loss_disc_real_2: 0.1884840875864029 (0.2909392099827528) | > loss_disc_real_3: 0.2771359980106354 (0.28814471513032913) | > loss_disc_real_4: 0.25009703636169434 (0.250642454251647) | > loss_disc_real_5: 0.1648102104663849 (0.24583695456385612) | > loss_0: 2.288633346557617 (2.4522737562656403) | > loss_gen: 2.5842502117156982 (2.6572465300559998) | > loss_kl: 2.8638412952423096 (3.2351654171943665) | > loss_feat: 9.993836402893066 (6.080121636390686) | > loss_mel: 18.593551635742188 (17.409775376319885) | > loss_duration: 2.280383586883545 (2.387291371822357) | > loss_1: 36.31586456298828 (31.769599676132202)  --> STEP: 9 | > loss_disc: 2.296051263809204 (2.4349157015482583) | > loss_disc_real_0: 0.17572444677352905 (0.14997901684708065) | > loss_disc_real_1: 0.13754072785377502 (0.23656665119859907) | > loss_disc_real_2: 0.3038773238658905 (0.2923767781919903) | > loss_disc_real_3: 0.2854030430316925 (0.2878400848971473) | > loss_disc_real_4: 0.248361274600029 (0.2503889898459117) | > loss_disc_real_5: 0.2521005868911743 (0.24653291371133593) | > loss_0: 2.296051263809204 (2.4349157015482583) | > loss_gen: 3.068854808807373 (2.702980783250597) | > loss_kl: 2.7260730266571045 (3.1785995960235596) | > loss_feat: 7.8900251388549805 (6.281222025553386) | > loss_mel: 17.891096115112305 (17.463255458407932) | > loss_duration: 2.1782984733581543 (2.364069938659668) | > loss_1: 33.75434875488281 (31.990127351548935)  --> STEP: 10 | > loss_disc: 2.6079182624816895 (2.4522159576416014) | > loss_disc_real_0: 0.12960830330848694 (0.1479419454932213) | > loss_disc_real_1: 0.22447538375854492 (0.23535752445459365) | > loss_disc_real_2: 0.25488507747650146 (0.2886276081204414) | > loss_disc_real_3: 0.2850986421108246 (0.28756594061851504) | > loss_disc_real_4: 0.307343453168869 (0.2560844361782074) | > loss_disc_real_5: 0.32143712043762207 (0.2540233343839645) | > loss_0: 2.6079182624816895 (2.4522159576416014) | > loss_gen: 2.4923713207244873 (2.6819198369979858) | > loss_kl: 2.3346691131591797 (3.0942065477371217) | > loss_feat: 5.0102314949035645 (6.154122972488404) | > loss_mel: 15.200432777404785 (17.236973190307616) | > loss_duration: 2.3918263912200928 (2.3668455839157105) | > loss_1: 27.42953109741211 (31.534067726135255)  --> STEP: 11 | > loss_disc: 2.552997589111328 (2.4613779241388496) | > loss_disc_real_0: 0.10115671157836914 (0.14368874241005292) | > loss_disc_real_1: 0.1914471685886383 (0.23136567392132498) | > loss_disc_real_2: 0.28662770986557007 (0.2884457991881804) | > loss_disc_real_3: 0.2911098897457123 (0.2878881178118966) | > loss_disc_real_4: 0.2585977613925934 (0.25631292028860614) | > loss_disc_real_5: 0.2684731185436249 (0.25533695112575183) | > loss_0: 2.552997589111328 (2.4613779241388496) | > loss_gen: 2.237931489944458 (2.6415572599931196) | > loss_kl: 3.503286600112915 (3.1313956434076484) | > loss_feat: 4.75796365737915 (6.0271993983875625) | > loss_mel: 17.729089736938477 (17.28171105818315) | > loss_duration: 2.5649635791778564 (2.3848563107577236) | > loss_1: 30.793237686157227 (31.466719540682707)  --> STEP: 12 | > loss_disc: 2.327821969985962 (2.4502482612927756) | > loss_disc_real_0: 0.1682029813528061 (0.14573159565528235) | > loss_disc_real_1: 0.28088340163230896 (0.23549215123057365) | > loss_disc_real_2: 0.23003129661083221 (0.28357792397340137) | > loss_disc_real_3: 0.20235837996006012 (0.28076063965757686) | > loss_disc_real_4: 0.1956305056810379 (0.2512560524046421) | > loss_disc_real_5: 0.14164267480373383 (0.245862428098917) | > loss_0: 2.327821969985962 (2.4502482612927756) | > loss_gen: 2.421160936355591 (2.6231908996899924) | > loss_kl: 2.9608616828918457 (3.1171844800313315) | > loss_feat: 6.774923324584961 (6.089509725570679) | > loss_mel: 17.659513473510742 (17.31319459279378) | > loss_duration: 2.3582346439361572 (2.382637838522593) | > loss_1: 32.1746940612793 (31.52571741739909)  --> STEP: 13 | > loss_disc: 2.281669855117798 (2.437280691587008) | > loss_disc_real_0: 0.12022317945957184 (0.14376940979407385) | > loss_disc_real_1: 0.20371927320957184 (0.2330480836904966) | > loss_disc_real_2: 0.21602298319339752 (0.27838139006724727) | > loss_disc_real_3: 0.27745190262794495 (0.28050612142452824) | > loss_disc_real_4: 0.22360524535179138 (0.2491290672467305) | > loss_disc_real_5: 0.20530377328395844 (0.24274253157468942) | > loss_0: 2.281669855117798 (2.437280691587008) | > loss_gen: 2.571582794189453 (2.61922104542072) | > loss_kl: 3.4364843368530273 (3.141746007479154) | > loss_feat: 5.98961877822876 (6.081825806544377) | > loss_mel: 15.208657264709473 (17.151307106018066) | > loss_duration: 2.2863476276397705 (2.3752308992239146) | > loss_1: 29.492692947387695 (31.369330919705906)  --> STEP: 14 | > loss_disc: 2.514831781387329 (2.442820055144174) | > loss_disc_real_0: 0.19335880875587463 (0.14731150971991674) | > loss_disc_real_1: 0.22146764397621155 (0.23222090942519052) | > loss_disc_real_2: 0.2974107563495636 (0.27974063051598413) | > loss_disc_real_3: 0.2718287706375122 (0.2798863106540271) | > loss_disc_real_4: 0.2590624690055847 (0.2498385959437915) | > loss_disc_real_5: 0.3019075095653534 (0.24696860143116542) | > loss_0: 2.514831781387329 (2.442820055144174) | > loss_gen: 2.6498959064483643 (2.6214121069226946) | > loss_kl: 3.6736109256744385 (3.1797363587788174) | > loss_feat: 6.533865451812744 (6.114114352634975) | > loss_mel: 17.535152435302734 (17.1787246295384) | > loss_duration: 2.4019887447357178 (2.377142173903329) | > loss_1: 32.79451370239258 (31.47112968989781)  --> STEP: 15 | > loss_disc: 2.4584784507751465 (2.4438639481862388) | > loss_disc_real_0: 0.14871764183044434 (0.1474052518606186) | > loss_disc_real_1: 0.1924182027578354 (0.22956739564736683) | > loss_disc_real_2: 0.23825129866600037 (0.27697467505931855) | > loss_disc_real_3: 0.2964121699333191 (0.28098803460597993) | > loss_disc_real_4: 0.2706229090690613 (0.2512242168188095) | > loss_disc_real_5: 0.2964114844799042 (0.2502647936344147) | > loss_0: 2.4584784507751465 (2.4438639481862388) | > loss_gen: 2.5903282165527344 (2.619339847564697) | > loss_kl: 3.2897326946258545 (3.1870694478352863) | > loss_feat: 5.5929484367370605 (6.079369958241781) | > loss_mel: 18.156648635864258 (17.243919563293456) | > loss_duration: 2.4494433403015137 (2.381962251663208) | > loss_1: 32.0791015625 (31.51166114807129)  --> STEP: 16 | > loss_disc: 2.626646041870117 (2.455287829041481) | > loss_disc_real_0: 0.13617508113384247 (0.14670336619019508) | > loss_disc_real_1: 0.3154233396053314 (0.23493339214473963) | > loss_disc_real_2: 0.23436501622200012 (0.27431157138198614) | > loss_disc_real_3: 0.26225757598876953 (0.27981738094240427) | > loss_disc_real_4: 0.2599348723888397 (0.2517686327919364) | > loss_disc_real_5: 0.2981969714164734 (0.25326055474579334) | > loss_0: 2.626646041870117 (2.455287829041481) | > loss_gen: 2.2444190979003906 (2.595907300710678) | > loss_kl: 2.6673593521118164 (3.1545875668525696) | > loss_feat: 6.2952094078063965 (6.092859923839569) | > loss_mel: 15.265724182128906 (17.120282351970673) | > loss_duration: 2.4035098552703857 (2.3833089768886566) | > loss_1: 28.876220703125 (31.346946120262146)  --> STEP: 17 | > loss_disc: 2.768404006958008 (2.473706427742453) | > loss_disc_real_0: 0.1268276870250702 (0.14553420859224656) | > loss_disc_real_1: 0.16565623879432678 (0.23085826547706828) | > loss_disc_real_2: 0.34078824520111084 (0.2782219639595817) | > loss_disc_real_3: 0.33399394154548645 (0.2830042374484679) | > loss_disc_real_4: 0.31222814321517944 (0.2553250745815389) | > loss_disc_real_5: 0.42760515213012695 (0.263516119297813) | > loss_0: 2.768404006958008 (2.473706427742453) | > loss_gen: 2.5391581058502197 (2.59256911277771) | > loss_kl: 2.5556864738464355 (3.1193580907933853) | > loss_feat: 6.806044101715088 (6.134811934302835) | > loss_mel: 16.704082489013672 (17.095800007090848) | > loss_duration: 2.5141096115112305 (2.391003131866455) | > loss_1: 31.11907958984375 (31.333542206708124)  --> STEP: 18 | > loss_disc: 2.393939971923828 (2.469274957974752) | > loss_disc_real_0: 0.11946545541286469 (0.14408594452672535) | > loss_disc_real_1: 0.26822829246520996 (0.2329343780875206) | > loss_disc_real_2: 0.27690303325653076 (0.27814869003163445) | > loss_disc_real_3: 0.23475739359855652 (0.280323857234584) | > loss_disc_real_4: 0.24001729488372803 (0.254474642376105) | > loss_disc_real_5: 0.3249877095222473 (0.2669312076436149) | > loss_0: 2.393939971923828 (2.469274957974752) | > loss_gen: 2.7038381099700928 (2.5987507237328424) | > loss_kl: 2.882323980331421 (3.1061895291010537) | > loss_feat: 7.118253231048584 (6.189447561899821) | > loss_mel: 19.01819610595703 (17.20259979036119) | > loss_duration: 2.274585247039795 (2.384535471598307) | > loss_1: 33.997196197509766 (31.48152298397488)  --> STEP: 19 | > loss_disc: 2.6155996322631836 (2.476976256621511) | > loss_disc_real_0: 0.16895657777786255 (0.14539492522415362) | > loss_disc_real_1: 0.19776314496994019 (0.23108326055501638) | > loss_disc_real_2: 0.2092985361814499 (0.27452499772373) | > loss_disc_real_3: 0.26989006996154785 (0.2797747105360031) | > loss_disc_real_4: 0.18903295695781708 (0.25103034314356354) | > loss_disc_real_5: 0.1698625385761261 (0.2618223303242734) | > loss_0: 2.6155996322631836 (2.476976256621511) | > loss_gen: 2.2325706481933594 (2.5794780881781327) | > loss_kl: 2.142087459564209 (3.055447314914904) | > loss_feat: 10.012782096862793 (6.390675695318925) | > loss_mel: 17.09587860107422 (17.19698288566188) | > loss_duration: 2.3267524242401123 (2.3814942585794547) | > loss_1: 33.8100700378418 (31.604078092073138)  --> STEP: 20 | > loss_disc: 2.2333626747131348 (2.4647955775260924) | > loss_disc_real_0: 0.15669482946395874 (0.14595992043614386) | > loss_disc_real_1: 0.17570887506008148 (0.22831454128026962) | > loss_disc_real_2: 0.23702029883861542 (0.2726497627794743) | > loss_disc_real_3: 0.2510608732700348 (0.2783390186727047) | > loss_disc_real_4: 0.24327582120895386 (0.25064261704683305) | > loss_disc_real_5: 0.2522915005683899 (0.2613457888364792) | > loss_0: 2.2333626747131348 (2.4647955775260924) | > loss_gen: 2.811584711074829 (2.5910834193229677) | > loss_kl: 2.138698101043701 (3.009609854221344) | > loss_feat: 6.790459632873535 (6.410664892196655) | > loss_mel: 18.019380569458008 (17.238102769851686) | > loss_duration: 2.329442024230957 (2.37889164686203) | > loss_1: 32.08956527709961 (31.628352451324464)  --> STEP: 21 | > loss_disc: 2.585524082183838 (2.470544553938366) | > loss_disc_real_0: 0.1304619461297989 (0.14522192165965125) | > loss_disc_real_1: 0.2910814583301544 (0.2313034420921689) | > loss_disc_real_2: 0.33252331614494324 (0.2755008843683061) | > loss_disc_real_3: 0.281405508518219 (0.27848504199868157) | > loss_disc_real_4: 0.2278519868850708 (0.24955734894389198) | > loss_disc_real_5: 0.3041176497936249 (0.2633825441201528) | > loss_0: 2.585524082183838 (2.470544553938366) | > loss_gen: 2.6588120460510254 (2.5943085920243036) | > loss_kl: 3.0544581413269043 (3.0117454869406566) | > loss_feat: 6.838020324707031 (6.431015150887625) | > loss_mel: 15.24744987487793 (17.143309774852934) | > loss_duration: 2.1899704933166504 (2.369895401455107) | > loss_1: 29.988710403442383 (31.550274258568173)  --> STEP: 22 | > loss_disc: 2.3280529975891113 (2.4640676650134) | > loss_disc_real_0: 0.10800588130950928 (0.14353028346191754) | > loss_disc_real_1: 0.21135805547237396 (0.23039683360945096) | > loss_disc_real_2: 0.1395924985408783 (0.2693232304670594) | > loss_disc_real_3: 0.29404738545417786 (0.27919242124665866) | > loss_disc_real_4: 0.2729335129261017 (0.25061990185217425) | > loss_disc_real_5: 0.25705739855766296 (0.26309503750367597) | > loss_0: 2.3280529975891113 (2.4640676650134) | > loss_gen: 2.4800338745117188 (2.5891142866828223) | > loss_kl: 2.270831346511841 (2.978067571466619) | > loss_feat: 7.137574195861816 (6.4631314711137255) | > loss_mel: 19.735321044921875 (17.26112846894698) | > loss_duration: 2.222315788269043 (2.363187237219377) | > loss_1: 33.84607696533203 (31.65462892705744)  --> STEP: 23 | > loss_disc: 2.642479419708252 (2.4718246978262197) | > loss_disc_real_0: 0.2694180905818939 (0.14900366638017737) | > loss_disc_real_1: 0.22738753259181976 (0.23026599443477133) | > loss_disc_real_2: 0.25205230712890625 (0.2685723207567049) | > loss_disc_real_3: 0.32643449306488037 (0.28124642436919006) | > loss_disc_real_4: 0.23666106164455414 (0.25001299575619074) | > loss_disc_real_5: 0.2418890744447708 (0.26217303910981055) | > loss_0: 2.642479419708252 (2.4718246978262197) | > loss_gen: 2.548555612564087 (2.587350866068964) | > loss_kl: 2.7818496227264404 (2.969536356304003) | > loss_feat: 5.80588436126709 (6.434555509816045) | > loss_mel: 17.079763412475586 (17.25324303170909) | > loss_duration: 2.344890594482422 (2.3623917310134224) | > loss_1: 30.560943603515625 (31.607077391251273)  --> STEP: 24 | > loss_disc: 2.548891544342041 (2.4750358164310455) | > loss_disc_real_0: 0.18715018033981323 (0.15059310446182886) | > loss_disc_real_1: 0.24311599135398865 (0.23080141097307205) | > loss_disc_real_2: 0.3633279800415039 (0.27252047322690487) | > loss_disc_real_3: 0.31679823994636536 (0.282727750018239) | > loss_disc_real_4: 0.2361944615840912 (0.24943722349901995) | > loss_disc_real_5: 0.21324288845062256 (0.26013428283234435) | > loss_0: 2.548891544342041 (2.4750358164310455) | > loss_gen: 2.6976895332336426 (2.5919483105341588) | > loss_kl: 2.503396987915039 (2.9501138826211295) | > loss_feat: 5.535834312438965 (6.397108793258667) | > loss_mel: 17.098451614379883 (17.246793389320374) | > loss_duration: 2.432651996612549 (2.365319242080053) | > loss_1: 30.268024444580078 (31.55128351847331)  --> STEP: 25 | > loss_disc: 2.4921770095825195 (2.4757214641571044) | > loss_disc_real_0: 0.16435635089874268 (0.15114363431930541) | > loss_disc_real_1: 0.27091920375823975 (0.23240612268447877) | > loss_disc_real_2: 0.30011096596717834 (0.2736240929365158) | > loss_disc_real_3: 0.25942617654800415 (0.28179568707942965) | > loss_disc_real_4: 0.24836121499538422 (0.24939418315887452) | > loss_disc_real_5: 0.26750895380973816 (0.26042926967144014) | > loss_0: 2.4921770095825195 (2.4757214641571044) | > loss_gen: 2.64731764793396 (2.594163084030151) | > loss_kl: 2.551220655441284 (2.9341581535339354) | > loss_feat: 5.633469581604004 (6.366563224792481) | > loss_mel: 15.554527282714844 (17.179102745056152) | > loss_duration: 2.424177646636963 (2.367673578262329) | > loss_1: 28.810712814331055 (31.441660690307618)  --> STEP: 26 | > loss_disc: 2.5078608989715576 (2.4769575962653527) | > loss_disc_real_0: 0.13905584812164307 (0.15067871946554917) | > loss_disc_real_1: 0.2584002614021301 (0.23340589725054228) | > loss_disc_real_2: 0.1876983493566513 (0.2703192566449826) | > loss_disc_real_3: 0.19793541729450226 (0.2785702920877017) | > loss_disc_real_4: 0.2538718581199646 (0.24956640142660874) | > loss_disc_real_5: 0.14759136736392975 (0.25608935035192054) | > loss_0: 2.5078608989715576 (2.4769575962653527) | > loss_gen: 1.903357982635498 (2.5675936570534335) | > loss_kl: 2.382606029510498 (2.9129446103022647) | > loss_feat: 5.5485520362854 (6.335101256003747) | > loss_mel: 12.666189193725586 (17.005529146928055) | > loss_duration: 2.3154001235961914 (2.36566306077517) | > loss_1: 24.816104888916016 (31.186831621023323) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026370562039888822 (+0.0002518983987661507) | > avg_loss_disc: 2.4769575962653527 (+0.07800619418804455) | > avg_loss_disc_real_0: 0.15067871946554917 (+0.02856292833502476) | > avg_loss_disc_real_1: 0.23340589725054228 (+0.011981936601492077) | > avg_loss_disc_real_2: 0.2703192566449826 (+0.06543487826218974) | > avg_loss_disc_real_3: 0.2785702920877017 (+0.05242042931226587) | > avg_loss_disc_real_4: 0.24956640142660874 (+0.028288689943460316) | > avg_loss_disc_real_5: 0.25608935035192054 (-0.0008263347240594077) | > avg_loss_0: 2.4769575962653527 (+0.07800619418804455) | > avg_loss_gen: 2.5675936570534335 (+0.17991195275233274) | > avg_loss_kl: 2.9129446103022647 (-0.009668139310983648) | > avg_loss_feat: 6.335101256003747 (-0.25151634216308594) | > avg_loss_mel: 17.005529146928055 (-0.0780273584219131) | > avg_loss_duration: 2.36566306077517 (+0.022490244645338553) | > avg_loss_1: 31.186831621023323 (-0.13680993593656154)  > EPOCH: 732/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:34:33)   --> TIME: 2024-06-11 23:34:40 -- STEP: 14/330 -- GLOBAL_STEP: 329575 | > loss_disc: 2.425654172897339 (2.3698547227042064) | > loss_disc_real_0: 0.11317586153745651 (0.10225755029491015) | > loss_disc_real_1: 0.21092315018177032 (0.20131368402923858) | > loss_disc_real_2: 0.22014880180358887 (0.20389879920652934) | > loss_disc_real_3: 0.23551222681999207 (0.22910212512527192) | > loss_disc_real_4: 0.263571172952652 (0.23583680391311646) | > loss_disc_real_5: 0.23172152042388916 (0.2292947013463293) | > loss_0: 2.425654172897339 (2.3698547227042064) | > grad_norm_0: tensor(13.9103, device='cuda:0') (tensor(10.1987, device='cuda:0')) | > loss_gen: 2.581921100616455 (2.4603343180247714) | > loss_kl: 1.7935901880264282 (1.9634330187525069) | > loss_feat: 6.405910015106201 (6.628653458186558) | > loss_mel: 16.38775062561035 (17.52333586556571) | > loss_duration: 2.0114917755126953 (2.0643027680260793) | > loss_1: 29.180662155151367 (30.640059062412806) | > grad_norm_1: tensor(103.4755, device='cuda:0') (tensor(126.0241, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.3606 (0.37332795347486225) | > loader_time: 0.0029 (0.0033228908266339984)  --> TIME: 2024-06-11 23:34:49 -- STEP: 39/330 -- GLOBAL_STEP: 329600 | > loss_disc: 2.324903964996338 (2.3478951882093386) | > loss_disc_real_0: 0.12176306545734406 (0.10234716802071302) | > loss_disc_real_1: 0.20002038776874542 (0.19627169385934484) | > loss_disc_real_2: 0.1819368302822113 (0.207491601506869) | > loss_disc_real_3: 0.23119483888149261 (0.23067751603248793) | > loss_disc_real_4: 0.2286132127046585 (0.23212113976478577) | > loss_disc_real_5: 0.2077593356370926 (0.22417765511916235) | > loss_0: 2.324903964996338 (2.3478951882093386) | > grad_norm_0: tensor(17.7440, device='cuda:0') (tensor(9.9129, device='cuda:0')) | > loss_gen: 2.4676942825317383 (2.481930726613754) | > loss_kl: 1.9784196615219116 (1.9724785609123034) | > loss_feat: 6.777606010437012 (6.942160997635279) | > loss_mel: 16.987215042114258 (17.558201374151768) | > loss_duration: 2.0224671363830566 (2.009100886491628) | > loss_1: 30.233400344848633 (30.963872322669395) | > grad_norm_1: tensor(120.0094, device='cuda:0') (tensor(114.7281, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.3695 (0.3683838844299316) | > loader_time: 0.004 (0.003584439937884991)  --> TIME: 2024-06-11 23:34:58 -- STEP: 64/330 -- GLOBAL_STEP: 329625 | > loss_disc: 2.346064805984497 (2.352170888334513) | > loss_disc_real_0: 0.07783089578151703 (0.10342616843990982) | > loss_disc_real_1: 0.16192218661308289 (0.19584231870248914) | > loss_disc_real_2: 0.17769943177700043 (0.2081944050733) | > loss_disc_real_3: 0.22418692708015442 (0.230716920690611) | > loss_disc_real_4: 0.2064742147922516 (0.23286513751372695) | > loss_disc_real_5: 0.1886400580406189 (0.2242576447315514) | > loss_0: 2.346064805984497 (2.352170888334513) | > grad_norm_0: tensor(11.1201, device='cuda:0') (tensor(9.7710, device='cuda:0')) | > loss_gen: 2.3089635372161865 (2.477823354303837) | > loss_kl: 2.063391923904419 (1.9665266163647175) | > loss_feat: 7.153214931488037 (6.959791898727417) | > loss_mel: 17.887779235839844 (17.558712631464005) | > loss_duration: 1.9811584949493408 (1.994478117674589) | > loss_1: 31.394508361816406 (30.95733255147934) | > grad_norm_1: tensor(83.3639, device='cuda:0') (tensor(108.6006, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.3519 (0.365108247846365) | > loader_time: 0.0039 (0.0035879425704479218)  --> TIME: 2024-06-11 23:35:08 -- STEP: 89/330 -- GLOBAL_STEP: 329650 | > loss_disc: 2.319377899169922 (2.3477588851800144) | > loss_disc_real_0: 0.13310381770133972 (0.10609628536393133) | > loss_disc_real_1: 0.19956107437610626 (0.19709051626451896) | > loss_disc_real_2: 0.19764582812786102 (0.20748574077413323) | > loss_disc_real_3: 0.21481040120124817 (0.2298513197162178) | > loss_disc_real_4: 0.21891410648822784 (0.23172669882854718) | > loss_disc_real_5: 0.19690147042274475 (0.22293694334083727) | > loss_0: 2.319377899169922 (2.3477588851800144) | > grad_norm_0: tensor(11.5623, device='cuda:0') (tensor(10.5223, device='cuda:0')) | > loss_gen: 2.5354037284851074 (2.4833552301599737) | > loss_kl: 1.8792319297790527 (1.9747449052467774) | > loss_feat: 6.903239727020264 (6.9687925403037765) | > loss_mel: 17.267993927001953 (17.503620083412425) | > loss_duration: 1.9876842498779297 (1.9882950086272164) | > loss_1: 30.57355308532715 (30.918807661935183) | > grad_norm_1: tensor(196.2746, device='cuda:0') (tensor(115.1873, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.3704 (0.3657540873195349) | > loader_time: 0.0034 (0.003603016392568524)  --> TIME: 2024-06-11 23:35:17 -- STEP: 114/330 -- GLOBAL_STEP: 329675 | > loss_disc: 2.337306499481201 (2.3548065821329773) | > loss_disc_real_0: 0.09660747647285461 (0.10739631022800479) | > loss_disc_real_1: 0.1710939109325409 (0.19648486454235878) | > loss_disc_real_2: 0.16874538362026215 (0.20994009247474504) | > loss_disc_real_3: 0.21649432182312012 (0.23053066628543953) | > loss_disc_real_4: 0.23063504695892334 (0.23188274706664838) | > loss_disc_real_5: 0.2208317667245865 (0.2230266625421089) | > loss_0: 2.337306499481201 (2.3548065821329773) | > grad_norm_0: tensor(14.4637, device='cuda:0') (tensor(10.9138, device='cuda:0')) | > loss_gen: 2.488499879837036 (2.4828967818042686) | > loss_kl: 1.999003291130066 (1.981641895938338) | > loss_feat: 7.277687072753906 (6.970114950548139) | > loss_mel: 17.73649787902832 (17.467639304043967) | > loss_duration: 2.0290675163269043 (1.9896900664296067) | > loss_1: 31.5307559967041 (30.891983015495434) | > grad_norm_1: tensor(199.3831, device='cuda:0') (tensor(122.4441, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.3759 (0.36715529885208403) | > loader_time: 0.0037 (0.003688542466414602)  --> TIME: 2024-06-11 23:35:27 -- STEP: 139/330 -- GLOBAL_STEP: 329700 | > loss_disc: 2.3678770065307617 (2.3601226326372995) | > loss_disc_real_0: 0.14849954843521118 (0.10997824483423782) | > loss_disc_real_1: 0.2227904498577118 (0.19680698880617564) | > loss_disc_real_2: 0.19897648692131042 (0.21118584864859957) | > loss_disc_real_3: 0.21284770965576172 (0.23081104468098648) | > loss_disc_real_4: 0.24562087655067444 (0.23165369301819974) | > loss_disc_real_5: 0.23005546629428864 (0.22325994953405942) | > loss_0: 2.3678770065307617 (2.3601226326372995) | > grad_norm_0: tensor(34.9277, device='cuda:0') (tensor(12.9016, device='cuda:0')) | > loss_gen: 2.459144115447998 (2.4824333431051797) | > loss_kl: 2.1200547218322754 (1.990321256273942) | > loss_feat: 6.786471366882324 (6.967315351362709) | > loss_mel: 16.850244522094727 (17.490717359584025) | > loss_duration: 2.0636239051818848 (1.9949327089803681) | > loss_1: 30.279539108276367 (30.92572000901476) | > grad_norm_1: tensor(339.6283, device='cuda:0') (tensor(140.7699, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.3703 (0.36933148679115796) | > loader_time: 0.0042 (0.0038043715113358534)  --> TIME: 2024-06-11 23:35:37 -- STEP: 164/330 -- GLOBAL_STEP: 329725 | > loss_disc: 2.3689703941345215 (2.360995785492224) | > loss_disc_real_0: 0.13106992840766907 (0.11161898658043001) | > loss_disc_real_1: 0.1784004271030426 (0.19611195920080665) | > loss_disc_real_2: 0.20716585218906403 (0.21167596529533214) | > loss_disc_real_3: 0.218882754445076 (0.23037584189598154) | > loss_disc_real_4: 0.22499030828475952 (0.23158689651910852) | > loss_disc_real_5: 0.23686298727989197 (0.22330013853384229) | > loss_0: 2.3689703941345215 (2.360995785492224) | > grad_norm_0: tensor(9.8405, device='cuda:0') (tensor(14.4147, device='cuda:0')) | > loss_gen: 2.4689595699310303 (2.487355630572251) | > loss_kl: 2.0082778930664062 (1.999090240495961) | > loss_feat: 6.761902809143066 (6.988731023741932) | > loss_mel: 17.517127990722656 (17.489083115647478) | > loss_duration: 2.080033779144287 (1.9991265906066429) | > loss_1: 30.836301803588867 (30.963386570535054) | > grad_norm_1: tensor(302.8929, device='cuda:0') (tensor(164.7787, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.384 (0.3721943744798986) | > loader_time: 0.0047 (0.0039202018481929125)  --> TIME: 2024-06-11 23:35:47 -- STEP: 189/330 -- GLOBAL_STEP: 329750 | > loss_disc: 2.324323892593384 (2.3625914936973946) | > loss_disc_real_0: 0.10446742177009583 (0.1125072489576365) | > loss_disc_real_1: 0.1691613346338272 (0.19624163281349902) | > loss_disc_real_2: 0.18413980305194855 (0.21115779253856207) | > loss_disc_real_3: 0.2213076651096344 (0.2306470375843149) | > loss_disc_real_4: 0.21315275132656097 (0.23157003474613977) | > loss_disc_real_5: 0.2083977311849594 (0.22272962481571884) | > loss_0: 2.324323892593384 (2.3625914936973946) | > grad_norm_0: tensor(45.6547, device='cuda:0') (tensor(16.7801, device='cuda:0')) | > loss_gen: 2.5965635776519775 (2.4867956436500376) | > loss_kl: 2.086822032928467 (2.001881924255816) | > loss_feat: 6.965602874755859 (6.969460949065193) | > loss_mel: 17.229297637939453 (17.446385085898104) | > loss_duration: 2.099630832672119 (2.0074314370987887) | > loss_1: 30.977916717529297 (30.9119550513212) | > grad_norm_1: tensor(137.9480, device='cuda:0') (tensor(189.4625, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.4024 (0.3752980131320852) | > loader_time: 0.0046 (0.0040244564177497975)  --> TIME: 2024-06-11 23:35:58 -- STEP: 214/330 -- GLOBAL_STEP: 329775 | > loss_disc: 2.4520139694213867 (2.361543767920166) | > loss_disc_real_0: 0.08566015958786011 (0.11326099646704219) | > loss_disc_real_1: 0.20907807350158691 (0.19609658559349089) | > loss_disc_real_2: 0.21025016903877258 (0.21162657028882295) | > loss_disc_real_3: 0.22758372128009796 (0.23060482970186483) | > loss_disc_real_4: 0.24328690767288208 (0.23094581248604248) | > loss_disc_real_5: 0.22953559458255768 (0.22274685644100758) | > loss_0: 2.4520139694213867 (2.361543767920166) | > grad_norm_0: tensor(39.3628, device='cuda:0') (tensor(17.7315, device='cuda:0')) | > loss_gen: 2.4846925735473633 (2.4867721562073632) | > loss_kl: 1.9738823175430298 (2.0089158070421673) | > loss_feat: 6.192971229553223 (6.9730878923540915) | > loss_mel: 16.764484405517578 (17.388040346519976) | > loss_duration: 2.13362455368042 (2.0157824682298076) | > loss_1: 29.54965591430664 (30.872598665896977) | > grad_norm_1: tensor(440.1451, device='cuda:0') (tensor(208.1565, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.6254 (0.37934239891087895) | > loader_time: 0.0053 (0.004166537356153826)  --> TIME: 2024-06-11 23:36:08 -- STEP: 239/330 -- GLOBAL_STEP: 329800 | > loss_disc: 2.3312270641326904 (2.3626727060294073) | > loss_disc_real_0: 0.07111212611198425 (0.11510666992873826) | > loss_disc_real_1: 0.19885815680027008 (0.19636555309076184) | > loss_disc_real_2: 0.22579306364059448 (0.21169355973040205) | > loss_disc_real_3: 0.2590925395488739 (0.23061389092620946) | > loss_disc_real_4: 0.2349250465631485 (0.23126369191014118) | > loss_disc_real_5: 0.2174767553806305 (0.222025243121211) | > loss_0: 2.3312270641326904 (2.3626727060294073) | > grad_norm_0: tensor(34.9377, device='cuda:0') (tensor(20.3617, device='cuda:0')) | > loss_gen: 2.760009288787842 (2.4932813524701127) | > loss_kl: 2.0160367488861084 (2.0161879865694257) | > loss_feat: 7.296375274658203 (6.982676950957486) | > loss_mel: 17.38762855529785 (17.33696896062238) | > loss_duration: 2.070817470550537 (2.024859329147815) | > loss_1: 31.530868530273438 (30.853974609694223) | > grad_norm_1: tensor(500.6839, device='cuda:0') (tensor(229.7340, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.4272 (0.3832888134353829) | > loader_time: 0.0058 (0.004273233054572066)  --> TIME: 2024-06-11 23:36:19 -- STEP: 264/330 -- GLOBAL_STEP: 329825 | > loss_disc: 2.4040887355804443 (2.3652338195930844) | > loss_disc_real_0: 0.0884743183851242 (0.11638385540043765) | > loss_disc_real_1: 0.21586303412914276 (0.19651170447468752) | > loss_disc_real_2: 0.1782972365617752 (0.21166124906052236) | > loss_disc_real_3: 0.23440000414848328 (0.23122177177080602) | > loss_disc_real_4: 0.23339135944843292 (0.2312499572043166) | > loss_disc_real_5: 0.19014576077461243 (0.22163970249168802) | > loss_0: 2.4040887355804443 (2.3652338195930844) | > grad_norm_0: tensor(14.3509, device='cuda:0') (tensor(22.5965, device='cuda:0')) | > loss_gen: 2.4334192276000977 (2.4946580854329214) | > loss_kl: 2.0717413425445557 (2.022913511503828) | > loss_feat: 6.706338405609131 (6.984180999524666) | > loss_mel: 16.467281341552734 (17.289826317267) | > loss_duration: 2.1597259044647217 (2.0334302128264383) | > loss_1: 29.838504791259766 (30.82500910758972) | > grad_norm_1: tensor(473.4591, device='cuda:0') (tensor(255.7619, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.4436 (0.3876943750814958) | > loader_time: 0.0059 (0.004409541686375932)  --> TIME: 2024-06-11 23:36:31 -- STEP: 289/330 -- GLOBAL_STEP: 329850 | > loss_disc: 2.5506820678710938 (2.3691306650432344) | > loss_disc_real_0: 0.11997832357883453 (0.11767481339637793) | > loss_disc_real_1: 0.20447500050067902 (0.19675165682927956) | > loss_disc_real_2: 0.2270250767469406 (0.21216741343476775) | > loss_disc_real_3: 0.27855756878852844 (0.2309997413294538) | > loss_disc_real_4: 0.24320773780345917 (0.23157977774275215) | > loss_disc_real_5: 0.25226616859436035 (0.22171465495672193) | > loss_0: 2.5506820678710938 (2.3691306650432344) | > grad_norm_0: tensor(19.2472, device='cuda:0') (tensor(23.7550, device='cuda:0')) | > loss_gen: 2.2775328159332275 (2.4903171969945057) | > loss_kl: 2.101661443710327 (2.0278256595340993) | > loss_feat: 6.152953147888184 (6.972161301279563) | > loss_mel: 15.63326644897461 (17.21301041507392) | > loss_duration: 2.189626693725586 (2.0437029352650082) | > loss_1: 28.35504150390625 (30.74701748752264) | > grad_norm_1: tensor(372.9987, device='cuda:0') (tensor(270.8919, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.4702 (0.393341625438017) | > loader_time: 0.0065 (0.004563815865962147)  --> TIME: 2024-06-11 23:36:43 -- STEP: 314/330 -- GLOBAL_STEP: 329875 | > loss_disc: 2.339677572250366 (2.370139564678168) | > loss_disc_real_0: 0.14912909269332886 (0.11875774286639916) | > loss_disc_real_1: 0.24482102692127228 (0.19699300042573042) | > loss_disc_real_2: 0.17241321504116058 (0.21180179691428583) | > loss_disc_real_3: 0.23803001642227173 (0.23099197898131268) | > loss_disc_real_4: 0.21721869707107544 (0.23170404767344713) | > loss_disc_real_5: 0.1885574460029602 (0.22171531821701937) | > loss_0: 2.339677572250366 (2.370139564678168) | > grad_norm_0: tensor(9.9258, device='cuda:0') (tensor(24.8477, device='cuda:0')) | > loss_gen: 2.660318613052368 (2.4889898057196564) | > loss_kl: 1.9951578378677368 (2.0322650727952367) | > loss_feat: 7.174459457397461 (6.984275199805095) | > loss_mel: 16.83061981201172 (17.172760292223323) | > loss_duration: 2.249606132507324 (2.056853211989067) | > loss_1: 30.910160064697266 (30.73514357038364) | > grad_norm_1: tensor(438.3175, device='cuda:0') (tensor(288.3423, device='cuda:0')) | > current_lr_0: 0.0001825112194043899 | > current_lr_1: 0.0001825112194043899 | > step_time: 0.5232 (0.4013905122781256) | > loader_time: 0.0068 (0.0047488873171958185)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7018849849700928 (2.7018849849700928) | > loss_disc_real_0: 0.16585290431976318 (0.16585290431976318) | > loss_disc_real_1: 0.25200268626213074 (0.25200268626213074) | > loss_disc_real_2: 0.33942872285842896 (0.33942872285842896) | > loss_disc_real_3: 0.25623974204063416 (0.25623974204063416) | > loss_disc_real_4: 0.33770260214805603 (0.33770260214805603) | > loss_disc_real_5: 0.35945674777030945 (0.35945674777030945) | > loss_0: 2.7018849849700928 (2.7018849849700928) | > loss_gen: 2.567105293273926 (2.567105293273926) | > loss_kl: 2.3683724403381348 (2.3683724403381348) | > loss_feat: 6.929121494293213 (6.929121494293213) | > loss_mel: 17.99070930480957 (17.99070930480957) | > loss_duration: 3.1593105792999268 (3.1593105792999268) | > loss_1: 33.014617919921875 (33.014617919921875)  --> STEP: 1 | > loss_disc: 2.3770687580108643 (2.3770687580108643) | > loss_disc_real_0: 0.10811740905046463 (0.10811740905046463) | > loss_disc_real_1: 0.22029408812522888 (0.22029408812522888) | > loss_disc_real_2: 0.2634790539741516 (0.2634790539741516) | > loss_disc_real_3: 0.26358017325401306 (0.26358017325401306) | > loss_disc_real_4: 0.26605895161628723 (0.26605895161628723) | > loss_disc_real_5: 0.2898249924182892 (0.2898249924182892) | > loss_0: 2.3770687580108643 (2.3770687580108643) | > loss_gen: 2.524564743041992 (2.524564743041992) | > loss_kl: 3.2049381732940674 (3.2049381732940674) | > loss_feat: 6.404394626617432 (6.404394626617432) | > loss_mel: 17.719587326049805 (17.719587326049805) | > loss_duration: 2.4543864727020264 (2.4543864727020264) | > loss_1: 32.3078727722168 (32.3078727722168)  --> STEP: 2 | > loss_disc: 2.257664203643799 (2.3173664808273315) | > loss_disc_real_0: 0.08974909782409668 (0.09893325343728065) | > loss_disc_real_1: 0.21063198149204254 (0.2154630348086357) | > loss_disc_real_2: 0.35351958870887756 (0.3084993213415146) | > loss_disc_real_3: 0.22943639755249023 (0.24650828540325165) | > loss_disc_real_4: 0.2810915410518646 (0.2735752463340759) | > loss_disc_real_5: 0.23122552037239075 (0.26052525639533997) | > loss_0: 2.257664203643799 (2.3173664808273315) | > loss_gen: 2.7026278972625732 (2.6135963201522827) | > loss_kl: 3.218444585800171 (3.211691379547119) | > loss_feat: 6.1802873611450195 (6.292340993881226) | > loss_mel: 17.480863571166992 (17.6002254486084) | > loss_duration: 2.5172224044799805 (2.4858044385910034) | > loss_1: 32.09944534301758 (32.20365905761719)  --> STEP: 3 | > loss_disc: 2.445105791091919 (2.3599462509155273) | > loss_disc_real_0: 0.10107462108135223 (0.09964704265197118) | > loss_disc_real_1: 0.17844967544078827 (0.20312524835268655) | > loss_disc_real_2: 0.26733526587486267 (0.2947779695192973) | > loss_disc_real_3: 0.27495846152305603 (0.25599167744318646) | > loss_disc_real_4: 0.2867130637168884 (0.2779545187950134) | > loss_disc_real_5: 0.26499536633491516 (0.26201529304186505) | > loss_0: 2.445105791091919 (2.3599462509155273) | > loss_gen: 2.4020907878875732 (2.5430944760640464) | > loss_kl: 3.1839489936828613 (3.2024439175923667) | > loss_feat: 6.411653518676758 (6.332111835479736) | > loss_mel: 17.81984519958496 (17.673432032267254) | > loss_duration: 2.386416435241699 (2.4526751041412354) | > loss_1: 32.20395278930664 (32.203756968180336)  --> STEP: 4 | > loss_disc: 2.213104724884033 (2.323235869407654) | > loss_disc_real_0: 0.1078927144408226 (0.10170846059918404) | > loss_disc_real_1: 0.2033175677061081 (0.20317332819104195) | > loss_disc_real_2: 0.3546326756477356 (0.30974164605140686) | > loss_disc_real_3: 0.25662699341773987 (0.2561505064368248) | > loss_disc_real_4: 0.2142355740070343 (0.26202478259801865) | > loss_disc_real_5: 0.21741454303264618 (0.2508651055395603) | > loss_0: 2.213104724884033 (2.323235869407654) | > loss_gen: 2.7388815879821777 (2.592041254043579) | > loss_kl: 3.4542317390441895 (3.2653908729553223) | > loss_feat: 7.569643020629883 (6.641494631767273) | > loss_mel: 17.42569351196289 (17.611497402191162) | > loss_duration: 2.4016263484954834 (2.4399129152297974) | > loss_1: 33.5900764465332 (32.550336837768555)  --> STEP: 5 | > loss_disc: 2.389721393585205 (2.336532974243164) | > loss_disc_real_0: 0.21542316675186157 (0.12445140182971955) | > loss_disc_real_1: 0.2554706931114197 (0.2136328011751175) | > loss_disc_real_2: 0.28691181540489197 (0.30517567992210387) | > loss_disc_real_3: 0.2866230010986328 (0.2622450053691864) | > loss_disc_real_4: 0.2870345115661621 (0.2670267283916473) | > loss_disc_real_5: 0.30737996101379395 (0.26216807663440705) | > loss_0: 2.389721393585205 (2.336532974243164) | > loss_gen: 3.0229220390319824 (2.6782174110412598) | > loss_kl: 2.6138694286346436 (3.1350865840911863) | > loss_feat: 5.928072929382324 (6.498810291290283) | > loss_mel: 18.030067443847656 (17.69521141052246) | > loss_duration: 2.4025349617004395 (2.4324373245239257) | > loss_1: 31.997467041015625 (32.439762878417966)  --> STEP: 6 | > loss_disc: 2.401402235031128 (2.3473445177078247) | > loss_disc_real_0: 0.14065927267074585 (0.12715271363655725) | > loss_disc_real_1: 0.20340299606323242 (0.21192783365646997) | > loss_disc_real_2: 0.3214442729949951 (0.30788711210091907) | > loss_disc_real_3: 0.26898646354675293 (0.26336858173211414) | > loss_disc_real_4: 0.3112293779850006 (0.27439383665720624) | > loss_disc_real_5: 0.29018062353134155 (0.2668368344505628) | > loss_0: 2.401402235031128 (2.3473445177078247) | > loss_gen: 2.8436880111694336 (2.7057958443959556) | > loss_kl: 3.2964985370635986 (3.1619885762532554) | > loss_feat: 6.544472694396973 (6.5064206918080645) | > loss_mel: 18.91274070739746 (17.89813296000163) | > loss_duration: 2.231544017791748 (2.3989551067352295) | > loss_1: 33.82894515991211 (32.67129325866699)  --> STEP: 7 | > loss_disc: 2.4776248931884766 (2.3659559999193465) | > loss_disc_real_0: 0.15622779726982117 (0.13130629701273783) | > loss_disc_real_1: 0.18531446158885956 (0.20812592336109706) | > loss_disc_real_2: 0.3365946412086487 (0.3119881876877376) | > loss_disc_real_3: 0.2869592308998108 (0.26673867447035654) | > loss_disc_real_4: 0.3191734850406647 (0.2807909292834146) | > loss_disc_real_5: 0.33922722935676575 (0.2771783194371632) | > loss_0: 2.4776248931884766 (2.3659559999193465) | > loss_gen: 2.7461133003234863 (2.7115554809570312) | > loss_kl: 4.342964172363281 (3.3306993756975447) | > loss_feat: 5.414674282073975 (6.350456918988909) | > loss_mel: 18.632003784179688 (18.002971649169922) | > loss_duration: 2.5621659755706787 (2.4222709451402937) | > loss_1: 33.69792175292969 (32.81795447213309)  --> STEP: 8 | > loss_disc: 2.497222423553467 (2.3823643028736115) | > loss_disc_real_0: 0.10965172201395035 (0.12859947513788939) | > loss_disc_real_1: 0.1436232179403305 (0.20006308518350124) | > loss_disc_real_2: 0.2842850983142853 (0.30852530151605606) | > loss_disc_real_3: 0.3163779377937317 (0.2729435823857784) | > loss_disc_real_4: 0.2831096649169922 (0.28108077123761177) | > loss_disc_real_5: 0.34991466999053955 (0.28627036325633526) | > loss_0: 2.497222423553467 (2.3823643028736115) | > loss_gen: 2.555041790008545 (2.6919912695884705) | > loss_kl: 2.7608754634857178 (3.2594713866710663) | > loss_feat: 10.709485054016113 (6.89533543586731) | > loss_mel: 18.355722427368164 (18.047065496444702) | > loss_duration: 2.288569688796997 (2.4055582880973816) | > loss_1: 36.66969680786133 (33.29942226409912)  --> STEP: 9 | > loss_disc: 2.254685163497925 (2.3681777318318686) | > loss_disc_real_0: 0.1578158438205719 (0.1318457383248541) | > loss_disc_real_1: 0.16502639651298523 (0.19617011977566612) | > loss_disc_real_2: 0.40604281425476074 (0.31936058070924545) | > loss_disc_real_3: 0.27020329236984253 (0.2726391057173411) | > loss_disc_real_4: 0.24366778135299683 (0.2769237723615434) | > loss_disc_real_5: 0.21499931812286377 (0.2783513582415051) | > loss_0: 2.254685163497925 (2.3681777318318686) | > loss_gen: 3.0218095779418945 (2.7286377482944064) | > loss_kl: 2.211089611053467 (3.1429845227135553) | > loss_feat: 10.117316246032715 (7.2533333036634655) | > loss_mel: 18.918888092041016 (18.14393467373318) | > loss_duration: 2.175537586212158 (2.380000432332357) | > loss_1: 36.44464111328125 (33.648891025119354)  --> STEP: 10 | > loss_disc: 2.4993531703948975 (2.3812952756881716) | > loss_disc_real_0: 0.11115160584449768 (0.12977632507681847) | > loss_disc_real_1: 0.2669650912284851 (0.20324961692094803) | > loss_disc_real_2: 0.3316461145877838 (0.3205891340970993) | > loss_disc_real_3: 0.29004335403442383 (0.2743795305490494) | > loss_disc_real_4: 0.3321702182292938 (0.28244841694831846) | > loss_disc_real_5: 0.3269151747226715 (0.2832077398896217) | > loss_0: 2.4993531703948975 (2.3812952756881716) | > loss_gen: 2.755021333694458 (2.731276106834412) | > loss_kl: 3.3074934482574463 (3.1594354152679442) | > loss_feat: 6.021817207336426 (7.130181694030762) | > loss_mel: 15.399531364440918 (17.869494342803954) | > loss_duration: 2.3829102516174316 (2.3802914142608644) | > loss_1: 29.86677360534668 (33.27067928314209)  --> STEP: 11 | > loss_disc: 2.9844515323638916 (2.4361276626586914) | > loss_disc_real_0: 0.17252638936042786 (0.1336626945571466) | > loss_disc_real_1: 0.2569989562034607 (0.20813592049208554) | > loss_disc_real_2: 0.42281654477119446 (0.3298825350674716) | > loss_disc_real_3: 0.3288631737232208 (0.2793325890194286) | > loss_disc_real_4: 0.33681222796440125 (0.28739058158614417) | > loss_disc_real_5: 0.2863790988922119 (0.2834960452534936) | > loss_0: 2.9844515323638916 (2.4361276626586914) | > loss_gen: 2.4005987644195557 (2.7012145302512427) | > loss_kl: 2.8152358531951904 (3.128144545988603) | > loss_feat: 6.920913219451904 (7.111157287250865) | > loss_mel: 17.075504302978516 (17.79731343009255) | > loss_duration: 2.565530300140381 (2.397131312977184) | > loss_1: 31.777782440185547 (33.13496138832786)  --> STEP: 12 | > loss_disc: 2.2055928707122803 (2.4169164299964905) | > loss_disc_real_0: 0.07475583255290985 (0.12875378939012688) | > loss_disc_real_1: 0.17343629896640778 (0.20524428536494574) | > loss_disc_real_2: 0.31398311257362366 (0.3285575831929843) | > loss_disc_real_3: 0.2910913825035095 (0.28031248847643536) | > loss_disc_real_4: 0.2870853543281555 (0.2873651459813118) | > loss_disc_real_5: 0.2287602573633194 (0.27893472959597904) | > loss_0: 2.2055928707122803 (2.4169164299964905) | > loss_gen: 2.918809652328491 (2.7193474570910134) | > loss_kl: 3.06441330909729 (3.1228336095809937) | > loss_feat: 6.977699279785156 (7.100035786628723) | > loss_mel: 17.192026138305664 (17.746872822443645) | > loss_duration: 2.3291549682617188 (2.3914666175842285) | > loss_1: 32.48210144042969 (33.08055639266968)  --> STEP: 13 | > loss_disc: 2.5174102783203125 (2.4246467260214) | > loss_disc_real_0: 0.15263503789901733 (0.13059080850619537) | > loss_disc_real_1: 0.30797815322875977 (0.2131468905852391) | > loss_disc_real_2: 0.33435118198394775 (0.329003244638443) | > loss_disc_real_3: 0.2669772803783417 (0.27928670323812044) | > loss_disc_real_4: 0.30086949467658997 (0.28840394203479475) | > loss_disc_real_5: 0.2654505670070648 (0.27789748631990874) | > loss_0: 2.5174102783203125 (2.4246467260214) | > loss_gen: 2.687096118927002 (2.716866584924551) | > loss_kl: 3.178346633911133 (3.1271038422217736) | > loss_feat: 5.739361763000488 (6.995368554041936) | > loss_mel: 17.34575653076172 (17.716017723083496) | > loss_duration: 2.232222557067871 (2.3792170744675856) | > loss_1: 31.182785034179688 (32.93457398047814)  --> STEP: 14 | > loss_disc: 2.3915152549743652 (2.422280192375183) | > loss_disc_real_0: 0.1358085572719574 (0.13096350484660693) | > loss_disc_real_1: 0.19448180496692657 (0.21181367018393107) | > loss_disc_real_2: 0.25790444016456604 (0.32392475860459463) | > loss_disc_real_3: 0.30548179149627686 (0.2811577809708459) | > loss_disc_real_4: 0.2770307660102844 (0.28759157231875826) | > loss_disc_real_5: 0.36843109130859375 (0.2843641723905291) | > loss_0: 2.3915152549743652 (2.422280192375183) | > loss_gen: 2.6754326820373535 (2.7139070204326083) | > loss_kl: 3.364485740661621 (3.1440596921103343) | > loss_feat: 6.910956859588623 (6.98933914729527) | > loss_mel: 17.412797927856445 (17.694359166281565) | > loss_duration: 2.431610584259033 (2.3829594680241177) | > loss_1: 32.795284271240234 (32.92462471553257)  --> STEP: 15 | > loss_disc: 2.643775224685669 (2.437046527862549) | > loss_disc_real_0: 0.10271479189395905 (0.1290802573164304) | > loss_disc_real_1: 0.2799903452396393 (0.21635878185431162) | > loss_disc_real_2: 0.4180939793586731 (0.33020270665486656) | > loss_disc_real_3: 0.31271395087242126 (0.2832615256309509) | > loss_disc_real_4: 0.312865287065506 (0.2892764866352081) | > loss_disc_real_5: 0.2923789620399475 (0.2848984917004903) | > loss_0: 2.643775224685669 (2.437046527862549) | > loss_gen: 2.583993434906006 (2.705246114730835) | > loss_kl: 3.5630781650543213 (3.1719942569732664) | > loss_feat: 7.465824127197266 (7.02110481262207) | > loss_mel: 17.399234771728516 (17.674684206644695) | > loss_duration: 2.403388500213623 (2.384321403503418) | > loss_1: 33.41551971435547 (32.95735104878744)  --> STEP: 16 | > loss_disc: 2.8521945476531982 (2.4629932790994644) | > loss_disc_real_0: 0.23780883848667145 (0.13587579363957047) | > loss_disc_real_1: 0.3709370493888855 (0.2260199235752225) | > loss_disc_real_2: 0.4190795123577118 (0.33575750701129436) | > loss_disc_real_3: 0.3547896444797516 (0.28773203305900097) | > loss_disc_real_4: 0.3417151868343353 (0.2925539053976536) | > loss_disc_real_5: 0.3042161464691162 (0.28610584512352943) | > loss_0: 2.8521945476531982 (2.4629932790994644) | > loss_gen: 3.070272445678711 (2.728060260415077) | > loss_kl: 2.7076292037963867 (3.1429714411497116) | > loss_feat: 6.594677925109863 (6.994453132152557) | > loss_mel: 15.190351486206055 (17.51941341161728) | > loss_duration: 2.398914337158203 (2.385233461856842) | > loss_1: 29.96184539794922 (32.770131945610046)  --> STEP: 17 | > loss_disc: 2.463942289352417 (2.463049103231991) | > loss_disc_real_0: 0.11996382474899292 (0.1349397954695365) | > loss_disc_real_1: 0.24806955456733704 (0.2273169606924057) | > loss_disc_real_2: 0.3506409227848053 (0.336633002056795) | > loss_disc_real_3: 0.2678776681423187 (0.2865641292403726) | > loss_disc_real_4: 0.26786255836486816 (0.29110147321925445) | > loss_disc_real_5: 0.23362842202186584 (0.28301893788225513) | > loss_0: 2.463942289352417 (2.463049103231991) | > loss_gen: 2.60672664642334 (2.7209229890037987) | > loss_kl: 2.7052862644195557 (3.1172252542832317) | > loss_feat: 5.951820373535156 (6.933121793410358) | > loss_mel: 16.806270599365234 (17.477463834425983) | > loss_duration: 2.466801166534424 (2.390031562131994) | > loss_1: 30.536903381347656 (32.638765559476965)  --> STEP: 18 | > loss_disc: 2.1912851333618164 (2.4479511049058704) | > loss_disc_real_0: 0.11685337126255035 (0.13393499412470394) | > loss_disc_real_1: 0.24206985533237457 (0.22813656595018175) | > loss_disc_real_2: 0.28590092062950134 (0.333814553088612) | > loss_disc_real_3: 0.25798600912094116 (0.2849764559004042) | > loss_disc_real_4: 0.2750058174133301 (0.29020727011892533) | > loss_disc_real_5: 0.19486793875694275 (0.2781216601530711) | > loss_0: 2.1912851333618164 (2.4479511049058704) | > loss_gen: 3.132601261138916 (2.743794004122416) | > loss_kl: 3.003131151199341 (3.1108866930007935) | > loss_feat: 9.996936798095703 (7.103333738115099) | > loss_mel: 17.46514320373535 (17.47677935494317) | > loss_duration: 2.2795307636260986 (2.383892628881666) | > loss_1: 35.877342224121094 (32.81868648529053)  --> STEP: 19 | > loss_disc: 2.74665904045105 (2.4636725751977218) | > loss_disc_real_0: 0.16558930277824402 (0.1356010103696271) | > loss_disc_real_1: 0.23436978459358215 (0.2284646300893081) | > loss_disc_real_2: 0.3512270450592041 (0.3347310000344327) | > loss_disc_real_3: 0.37270575761795044 (0.28959378756974874) | > loss_disc_real_4: 0.35107752680778503 (0.29341096783939163) | > loss_disc_real_5: 0.31731805205345154 (0.28018462814782796) | > loss_0: 2.74665904045105 (2.4636725751977218) | > loss_gen: 2.696587324142456 (2.7413094420182076) | > loss_kl: 2.1307296752929688 (3.059299481542487) | > loss_feat: 5.693899631500244 (7.029152995661685) | > loss_mel: 16.929157257080078 (17.447957139266165) | > loss_duration: 2.334247589111328 (2.381279732051649) | > loss_1: 29.78462028503418 (32.658998790540196)  --> STEP: 20 | > loss_disc: 2.358931541442871 (2.458435523509979) | > loss_disc_real_0: 0.09643439948558807 (0.13364267982542516) | > loss_disc_real_1: 0.2478538304567337 (0.22943409010767937) | > loss_disc_real_2: 0.3038412034511566 (0.33318651020526885) | > loss_disc_real_3: 0.30041271448135376 (0.29013473391532896) | > loss_disc_real_4: 0.2526867985725403 (0.29137475937604906) | > loss_disc_real_5: 0.2816053032875061 (0.2802556619048119) | > loss_0: 2.358931541442871 (2.458435523509979) | > loss_gen: 2.8353750705718994 (2.7460127234458924) | > loss_kl: 2.9985525608062744 (3.0562621355056763) | > loss_feat: 6.389524936676025 (6.9971715927124025) | > loss_mel: 18.57691764831543 (17.504405164718627) | > loss_duration: 2.294485569000244 (2.3769400238990785) | > loss_1: 33.09485626220703 (32.68079166412353)  --> STEP: 21 | > loss_disc: 2.6680335998535156 (2.468416384288243) | > loss_disc_real_0: 0.18763646483421326 (0.13621381244489125) | > loss_disc_real_1: 0.32752856612205505 (0.23410525563217344) | > loss_disc_real_2: 0.3162081837654114 (0.33237801847003756) | > loss_disc_real_3: 0.28923261165618896 (0.29009177571251277) | > loss_disc_real_4: 0.34072229266166687 (0.2937246419134594) | > loss_disc_real_5: 0.3205322027206421 (0.2821735924198514) | > loss_0: 2.6680335998535156 (2.468416384288243) | > loss_gen: 2.655634641647339 (2.741709005265009) | > loss_kl: 3.06030535697937 (3.0564546698615667) | > loss_feat: 4.670846462249756 (6.886394205547514) | > loss_mel: 13.955789566040039 (17.335423469543457) | > loss_duration: 2.1676955223083496 (2.3669760000138056) | > loss_1: 26.510271072387695 (32.386957350231356)  --> STEP: 22 | > loss_disc: 2.365166664123535 (2.463723215189847) | > loss_disc_real_0: 0.15803828835487366 (0.13720583407716316) | > loss_disc_real_1: 0.309478759765625 (0.2375313240018758) | > loss_disc_real_2: 0.301937073469162 (0.3309943391518159) | > loss_disc_real_3: 0.2107437252998352 (0.28648504614830017) | > loss_disc_real_4: 0.31812453269958496 (0.2948337278582833) | > loss_disc_real_5: 0.22268067300319672 (0.27946936881000345) | > loss_0: 2.365166664123535 (2.463723215189847) | > loss_gen: 2.9205944538116455 (2.749840162017129) | > loss_kl: 2.2089858055114746 (3.0179333578456533) | > loss_feat: 7.186903953552246 (6.9000537395477295) | > loss_mel: 17.197513580322266 (17.32915483821522) | > loss_duration: 2.207526206970215 (2.359728282148188) | > loss_1: 31.72152328491211 (32.3567103472623)  --> STEP: 23 | > loss_disc: 2.6946256160736084 (2.4737624500108804) | > loss_disc_real_0: 0.08895167708396912 (0.1351078272513721) | > loss_disc_real_1: 0.22775645554065704 (0.23710632972095325) | > loss_disc_real_2: 0.29687201976776123 (0.3295107600481614) | > loss_disc_real_3: 0.29654571413993835 (0.2869224664957627) | > loss_disc_real_4: 0.3266885280609131 (0.2962187191714411) | > loss_disc_real_5: 0.37459424138069153 (0.283605232834816) | > loss_0: 2.6946256160736084 (2.4737624500108804) | > loss_gen: 2.326828956604004 (2.7314483704774277) | > loss_kl: 2.378697156906128 (2.9901404795439346) | > loss_feat: 6.156639575958252 (6.867731384609057) | > loss_mel: 17.183517456054688 (17.322822778121285) | > loss_duration: 2.277083396911621 (2.356135026268337) | > loss_1: 30.322765350341797 (32.26827795609184)  --> STEP: 24 | > loss_disc: 2.8200430870056152 (2.488190809885661) | > loss_disc_real_0: 0.2974756360054016 (0.14187315261612335) | > loss_disc_real_1: 0.2744726538658142 (0.23866325989365578) | > loss_disc_real_2: 0.3713662922382355 (0.3312547405560811) | > loss_disc_real_3: 0.33531901240348816 (0.2889389892419179) | > loss_disc_real_4: 0.31561926007270813 (0.2970270750423272) | > loss_disc_real_5: 0.2924932539463043 (0.28397556704779464) | > loss_0: 2.8200430870056152 (2.488190809885661) | > loss_gen: 2.6255099773406982 (2.727034270763397) | > loss_kl: 2.4210309982299805 (2.9664275844891868) | > loss_feat: 5.249987602233887 (6.800325393676758) | > loss_mel: 17.318906784057617 (17.322659611701965) | > loss_duration: 2.424999713897705 (2.359004388252894) | > loss_1: 30.040433883666992 (32.175451119740806)  --> STEP: 25 | > loss_disc: 2.3414266109466553 (2.4823202419281007) | > loss_disc_real_0: 0.10059811174869537 (0.14022215098142624) | > loss_disc_real_1: 0.20072457194328308 (0.23714571237564086) | > loss_disc_real_2: 0.26942339539527893 (0.328781486749649) | > loss_disc_real_3: 0.24725103378295898 (0.28727147102355954) | > loss_disc_real_4: 0.27585217356681824 (0.2961800789833069) | > loss_disc_real_5: 0.26085391640663147 (0.28305070102214813) | > loss_0: 2.3414266109466553 (2.4823202419281007) | > loss_gen: 2.603632926940918 (2.722098217010498) | > loss_kl: 2.9970626831054688 (2.967652988433838) | > loss_feat: 7.133745193481445 (6.813662185668945) | > loss_mel: 15.413559913635254 (17.246295623779297) | > loss_duration: 2.4085373878479004 (2.3609857082366945) | > loss_1: 30.55653953552246 (32.11069465637207)  --> STEP: 26 | > loss_disc: 2.725632905960083 (2.4916784213139462) | > loss_disc_real_0: 0.09299801290035248 (0.13840583797830802) | > loss_disc_real_1: 0.13264550268650055 (0.23312647354144317) | > loss_disc_real_2: 0.39647406339645386 (0.33138504738991076) | > loss_disc_real_3: 0.36373016238212585 (0.29021218992196596) | > loss_disc_real_4: 0.2799307107925415 (0.2955551032836621) | > loss_disc_real_5: 0.12482576817274094 (0.2769651266817863) | > loss_0: 2.725632905960083 (2.4916784213139462) | > loss_gen: 2.0989134311676025 (2.698129571401156) | > loss_kl: 2.555349349975586 (2.9517951561854434) | > loss_feat: 14.399524688720703 (7.105426128094013) | > loss_mel: 21.188119888305664 (17.397904249338005) | > loss_duration: 2.3295490741729736 (2.3597766069265513) | > loss_1: 42.57145690917969 (32.51303166609544) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024962608630840597 (-0.00014079534090482258) | > avg_loss_disc: 2.4916784213139462 (+0.014720825048593511) | > avg_loss_disc_real_0: 0.13840583797830802 (-0.01227288148724115) | > avg_loss_disc_real_1: 0.23312647354144317 (-0.0002794237090991136) | > avg_loss_disc_real_2: 0.33138504738991076 (+0.06106579074492818) | > avg_loss_disc_real_3: 0.29021218992196596 (+0.011641897834264281) | > avg_loss_disc_real_4: 0.2955551032836621 (+0.04598870185705334) | > avg_loss_disc_real_5: 0.2769651266817863 (+0.02087577632986576) | > avg_loss_0: 2.4916784213139462 (+0.014720825048593511) | > avg_loss_gen: 2.698129571401156 (+0.1305359143477225) | > avg_loss_kl: 2.9517951561854434 (+0.03885054588317871) | > avg_loss_feat: 7.105426128094013 (+0.7703248720902662) | > avg_loss_mel: 17.397904249338005 (+0.3923751024099502) | > avg_loss_duration: 2.3597766069265513 (-0.0058864538486185225) | > avg_loss_1: 32.51303166609544 (+1.3262000450721203)  > EPOCH: 733/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:37:12)   --> TIME: 2024-06-11 23:37:16 -- STEP: 9/330 -- GLOBAL_STEP: 329900 | > loss_disc: 2.3905420303344727 (2.3345044983757868) | > loss_disc_real_0: 0.07857519388198853 (0.10369145456287596) | > loss_disc_real_1: 0.1986044943332672 (0.1900138258934021) | > loss_disc_real_2: 0.20936542749404907 (0.20958758725060356) | > loss_disc_real_3: 0.23157064616680145 (0.23631456163194445) | > loss_disc_real_4: 0.24247226119041443 (0.23284502493010628) | > loss_disc_real_5: 0.22619867324829102 (0.22794518868128458) | > loss_0: 2.3905420303344727 (2.3345044983757868) | > grad_norm_0: tensor(9.6981, device='cuda:0') (tensor(8.9206, device='cuda:0')) | > loss_gen: 2.5332555770874023 (2.456983963648478) | > loss_kl: 1.9577463865280151 (1.9839459392759535) | > loss_feat: 7.03082799911499 (6.835834344228108) | > loss_mel: 18.010372161865234 (17.969287448459202) | > loss_duration: 2.0685176849365234 (2.113240639368693) | > loss_1: 31.60072135925293 (31.359292560153538) | > grad_norm_1: tensor(91.3612, device='cuda:0') (tensor(85.9514, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3753 (0.37770440843370223) | > loader_time: 0.0036 (0.0032242933909098306)  --> TIME: 2024-06-11 23:37:26 -- STEP: 34/330 -- GLOBAL_STEP: 329925 | > loss_disc: 2.4144954681396484 (2.353174328804016) | > loss_disc_real_0: 0.10003003478050232 (0.11271526598755051) | > loss_disc_real_1: 0.1867290586233139 (0.1966994207571535) | > loss_disc_real_2: 0.2441326230764389 (0.213252954185009) | > loss_disc_real_3: 0.2365361750125885 (0.22758766176069484) | > loss_disc_real_4: 0.25113123655319214 (0.22771507107159672) | > loss_disc_real_5: 0.24583767354488373 (0.22054321713307323) | > loss_0: 2.4144954681396484 (2.353174328804016) | > grad_norm_0: tensor(19.6104, device='cuda:0') (tensor(9.4979, device='cuda:0')) | > loss_gen: 2.5794589519500732 (2.4884832746842327) | > loss_kl: 1.9109563827514648 (1.9308734010247623) | > loss_feat: 7.342029571533203 (6.923336253446691) | > loss_mel: 17.579975128173828 (17.63317427915685) | > loss_duration: 2.0296950340270996 (2.014890600653256) | > loss_1: 31.442115783691406 (30.990757998298196) | > grad_norm_1: tensor(64.5035, device='cuda:0') (tensor(84.1263, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3502 (0.3703010222491096) | > loader_time: 0.0035 (0.0034593624227187213)  --> TIME: 2024-06-11 23:37:35 -- STEP: 59/330 -- GLOBAL_STEP: 329950 | > loss_disc: 2.3998844623565674 (2.371574915061563) | > loss_disc_real_0: 0.09015554934740067 (0.11408030986785889) | > loss_disc_real_1: 0.21366123855113983 (0.19803403823052423) | > loss_disc_real_2: 0.18438072502613068 (0.21200552279666318) | > loss_disc_real_3: 0.2168322652578354 (0.23022938330294723) | > loss_disc_real_4: 0.22497159242630005 (0.23212386389910164) | > loss_disc_real_5: 0.2428331822156906 (0.22428952788902543) | > loss_0: 2.3998844623565674 (2.371574915061563) | > grad_norm_0: tensor(13.7239, device='cuda:0') (tensor(9.8815, device='cuda:0')) | > loss_gen: 2.334622383117676 (2.4784223629256426) | > loss_kl: 1.945135474205017 (1.9375117754532118) | > loss_feat: 7.471139430999756 (6.920504933696682) | > loss_mel: 16.702306747436523 (17.565949779445845) | > loss_duration: 1.9383752346038818 (1.996664821091345) | > loss_1: 30.39158058166504 (30.899053767576056) | > grad_norm_1: tensor(222.9326, device='cuda:0') (tensor(96.2732, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3688 (0.3717922517808817) | > loader_time: 0.0033 (0.0035083576784295553)  --> TIME: 2024-06-11 23:37:45 -- STEP: 84/330 -- GLOBAL_STEP: 329975 | > loss_disc: 2.2932205200195312 (2.366359341712225) | > loss_disc_real_0: 0.11745119094848633 (0.11454893808279719) | > loss_disc_real_1: 0.1797952502965927 (0.19787359574720972) | > loss_disc_real_2: 0.16886049509048462 (0.21233648930986723) | > loss_disc_real_3: 0.22644153237342834 (0.22882908511729466) | > loss_disc_real_4: 0.24198679625988007 (0.2311807537362689) | > loss_disc_real_5: 0.23938514292240143 (0.22247323819569179) | > loss_0: 2.2932205200195312 (2.366359341712225) | > grad_norm_0: tensor(5.9316, device='cuda:0') (tensor(9.7589, device='cuda:0')) | > loss_gen: 2.5459749698638916 (2.4732184438478377) | > loss_kl: 1.8926911354064941 (1.9580922368026914) | > loss_feat: 6.890669345855713 (6.972189681870597) | > loss_mel: 17.527162551879883 (17.52030819938296) | > loss_duration: 2.0661497116088867 (1.9900015961556208) | > loss_1: 30.922649383544922 (30.91381023043678) | > grad_norm_1: tensor(47.5390, device='cuda:0') (tensor(93.1376, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3681 (0.37220079558236263) | > loader_time: 0.0037 (0.0036390281858898347)  --> TIME: 2024-06-11 23:37:54 -- STEP: 109/330 -- GLOBAL_STEP: 330000 | > loss_disc: 2.3405959606170654 (2.3636325718066002) | > loss_disc_real_0: 0.11550244688987732 (0.11541299802174262) | > loss_disc_real_1: 0.19155585765838623 (0.1970217885500794) | > loss_disc_real_2: 0.20440220832824707 (0.2114409109868041) | > loss_disc_real_3: 0.2574293911457062 (0.22912780721800044) | > loss_disc_real_4: 0.24033358693122864 (0.2313046027487571) | > loss_disc_real_5: 0.19841797649860382 (0.22203905743743302) | > loss_0: 2.3405959606170654 (2.3636325718066002) | > grad_norm_0: tensor(13.0573, device='cuda:0') (tensor(9.3175, device='cuda:0')) | > loss_gen: 2.6829819679260254 (2.47461459614815) | > loss_kl: 2.3383402824401855 (1.9684261127349434) | > loss_feat: 7.073159694671631 (6.966852813685706) | > loss_mel: 17.949710845947266 (17.459954445515205) | > loss_duration: 1.9347498416900635 (1.9915644531949945) | > loss_1: 31.978940963745117 (30.861412503303736) | > grad_norm_1: tensor(153.3745, device='cuda:0') (tensor(91.9339, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3673 (0.3721671060684624) | > loader_time: 0.0036 (0.0037126388024846346) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_330000.pth  --> TIME: 2024-06-11 23:38:09 -- STEP: 134/330 -- GLOBAL_STEP: 330025 | > loss_disc: 2.3164865970611572 (2.3602475639599465) | > loss_disc_real_0: 0.0923779159784317 (0.11550253440639865) | > loss_disc_real_1: 0.16625316441059113 (0.19682332528616064) | > loss_disc_real_2: 0.2185128629207611 (0.21119364562319287) | > loss_disc_real_3: 0.2287728488445282 (0.22831452849195966) | > loss_disc_real_4: 0.22086146473884583 (0.23055323157737503) | > loss_disc_real_5: 0.23706121742725372 (0.22227035029165781) | > loss_0: 2.3164865970611572 (2.3602475639599465) | > grad_norm_0: tensor(9.4584, device='cuda:0') (tensor(9.6016, device='cuda:0')) | > loss_gen: 2.727323055267334 (2.47871366899405) | > loss_kl: 2.0618066787719727 (1.984835231482093) | > loss_feat: 7.603594779968262 (6.997168035649541) | > loss_mel: 17.670879364013672 (17.46199692541094) | > loss_duration: 2.019054889678955 (1.9957220056163731) | > loss_1: 32.08266067504883 (30.918435936543478) | > grad_norm_1: tensor(293.7362, device='cuda:0') (tensor(103.8361, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3625 (0.37447611253653) | > loader_time: 0.0043 (0.0038379786619499546)  --> TIME: 2024-06-11 23:38:19 -- STEP: 159/330 -- GLOBAL_STEP: 330050 | > loss_disc: 2.3332479000091553 (2.365434930009661) | > loss_disc_real_0: 0.10670951008796692 (0.11651744468594497) | > loss_disc_real_1: 0.18779735267162323 (0.19760111367927408) | > loss_disc_real_2: 0.24492746591567993 (0.211334727657666) | > loss_disc_real_3: 0.20468714833259583 (0.2292237564827661) | > loss_disc_real_4: 0.20224428176879883 (0.2310229886627797) | > loss_disc_real_5: 0.19258913397789001 (0.22280213002513793) | > loss_0: 2.3332479000091553 (2.365434930009661) | > grad_norm_0: tensor(16.5534, device='cuda:0') (tensor(11.3326, device='cuda:0')) | > loss_gen: 2.41977858543396 (2.4752192542238043) | > loss_kl: 2.258774518966675 (1.9933149094851512) | > loss_feat: 7.101058483123779 (6.985005627638139) | > loss_mel: 17.353408813476562 (17.43855168684473) | > loss_duration: 2.010446071624756 (1.999732383392142) | > loss_1: 31.14346694946289 (30.891823918564516) | > grad_norm_1: tensor(421.5706, device='cuda:0') (tensor(126.5373, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3674 (0.37576836010195175) | > loader_time: 0.0041 (0.00390265572745845)  --> TIME: 2024-06-11 23:38:29 -- STEP: 184/330 -- GLOBAL_STEP: 330075 | > loss_disc: 2.4606142044067383 (2.3696638449378624) | > loss_disc_real_0: 0.11789076775312424 (0.11718938252686159) | > loss_disc_real_1: 0.21743552386760712 (0.19759562190460123) | > loss_disc_real_2: 0.26971107721328735 (0.2120694275945425) | > loss_disc_real_3: 0.2603863477706909 (0.22974729456979295) | > loss_disc_real_4: 0.23950879275798798 (0.23171276817827122) | > loss_disc_real_5: 0.20391035079956055 (0.22306747912712724) | > loss_0: 2.4606142044067383 (2.3696638449378624) | > grad_norm_0: tensor(19.0514, device='cuda:0') (tensor(13.1754, device='cuda:0')) | > loss_gen: 2.4025728702545166 (2.474472005730088) | > loss_kl: 1.9947327375411987 (1.9955008755559507) | > loss_feat: 5.937027454376221 (6.978195535100025) | > loss_mel: 16.886802673339844 (17.40266116287397) | > loss_duration: 2.0441527366638184 (2.0070889358935142) | > loss_1: 29.265289306640625 (30.85791856309642) | > grad_norm_1: tensor(189.2041, device='cuda:0') (tensor(148.5944, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.3863 (0.3773219002329785) | > loader_time: 0.0044 (0.004010254922120467)  --> TIME: 2024-06-11 23:38:39 -- STEP: 209/330 -- GLOBAL_STEP: 330100 | > loss_disc: 2.3632421493530273 (2.368816314131447) | > loss_disc_real_0: 0.11552882194519043 (0.11703619000871786) | > loss_disc_real_1: 0.19304123520851135 (0.1973952233933946) | > loss_disc_real_2: 0.23824939131736755 (0.21284780134424638) | > loss_disc_real_3: 0.24087008833885193 (0.22924380617563805) | > loss_disc_real_4: 0.22384978830814362 (0.23161508570732683) | > loss_disc_real_5: 0.18991407752037048 (0.2225811509281825) | > loss_0: 2.3632421493530273 (2.368816314131447) | > grad_norm_0: tensor(11.3570, device='cuda:0') (tensor(15.4560, device='cuda:0')) | > loss_gen: 2.630110740661621 (2.480019202072652) | > loss_kl: 1.9301891326904297 (2.0006235375929102) | > loss_feat: 6.796950817108154 (6.988092472678737) | > loss_mel: 16.97904396057129 (17.35178206868148) | > loss_duration: 2.0893678665161133 (2.0153025371606277) | > loss_1: 30.425662994384766 (30.835819855831456) | > grad_norm_1: tensor(631.5766, device='cuda:0') (tensor(178.7821, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.399 (0.3793374180223383) | > loader_time: 0.0059 (0.0041133319361928555)  --> TIME: 2024-06-11 23:38:49 -- STEP: 234/330 -- GLOBAL_STEP: 330125 | > loss_disc: 2.309813976287842 (2.366838212706083) | > loss_disc_real_0: 0.17147354781627655 (0.11813774251211913) | > loss_disc_real_1: 0.1594540923833847 (0.1970801587160836) | > loss_disc_real_2: 0.20267018675804138 (0.21220762346290115) | > loss_disc_real_3: 0.2267582267522812 (0.22935672569223958) | > loss_disc_real_4: 0.23147323727607727 (0.2312638278827708) | > loss_disc_real_5: 0.180841863155365 (0.22135140409326964) | > loss_0: 2.309813976287842 (2.366838212706083) | > grad_norm_0: tensor(43.2510, device='cuda:0') (tensor(18.1519, device='cuda:0')) | > loss_gen: 2.5775187015533447 (2.485562025991258) | > loss_kl: 2.0788183212280273 (2.0064616855393105) | > loss_feat: 6.806185722351074 (6.999520868317694) | > loss_mel: 16.191314697265625 (17.314480247660576) | > loss_duration: 2.0903990268707275 (2.024498879400074) | > loss_1: 29.74423599243164 (30.830523727286575) | > grad_norm_1: tensor(196.9180, device='cuda:0') (tensor(205.2218, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.4195 (0.38208146991892755) | > loader_time: 0.0056 (0.004228422784397745)  --> TIME: 2024-06-11 23:39:00 -- STEP: 259/330 -- GLOBAL_STEP: 330150 | > loss_disc: 2.4834024906158447 (2.371498859987294) | > loss_disc_real_0: 0.14859983325004578 (0.1202011934147148) | > loss_disc_real_1: 0.21994325518608093 (0.19758349818152351) | > loss_disc_real_2: 0.2051425725221634 (0.21248147455421654) | > loss_disc_real_3: 0.24302953481674194 (0.2296210400846474) | > loss_disc_real_4: 0.2281167209148407 (0.23118747908866544) | > loss_disc_real_5: 0.2229098230600357 (0.22153695710147212) | > loss_0: 2.4834024906158447 (2.371498859987294) | > grad_norm_0: tensor(38.8381, device='cuda:0') (tensor(20.4201, device='cuda:0')) | > loss_gen: 2.3374533653259277 (2.48506434083445) | > loss_kl: 2.0888664722442627 (2.0129394163035976) | > loss_feat: 6.688282489776611 (7.005479657972181) | > loss_mel: 17.157243728637695 (17.279651244174556) | > loss_duration: 2.1342945098876953 (2.032434403666199) | > loss_1: 30.40614128112793 (30.815569078600085) | > grad_norm_1: tensor(394.7097, device='cuda:0') (tensor(226.7407, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.4427 (0.3858370698096669) | > loader_time: 0.0057 (0.004359744230292478)  --> TIME: 2024-06-11 23:39:11 -- STEP: 284/330 -- GLOBAL_STEP: 330175 | > loss_disc: 2.4488189220428467 (2.371211674011927) | > loss_disc_real_0: 0.1446840465068817 (0.12055165689228706) | > loss_disc_real_1: 0.23219048976898193 (0.19832055999989243) | > loss_disc_real_2: 0.21398988366127014 (0.2124967415567855) | > loss_disc_real_3: 0.2123732715845108 (0.22925911077731093) | > loss_disc_real_4: 0.2323111891746521 (0.23087786101329494) | > loss_disc_real_5: 0.19536371529102325 (0.2210009669963743) | > loss_0: 2.4488189220428467 (2.371211674011927) | > grad_norm_0: tensor(43.1161, device='cuda:0') (tensor(21.5698, device='cuda:0')) | > loss_gen: 2.5196242332458496 (2.483972467167275) | > loss_kl: 2.1031975746154785 (2.0187452712529144) | > loss_feat: 7.326859951019287 (7.0135643079247245) | > loss_mel: 17.55333709716797 (17.23599354649933) | > loss_duration: 2.149029016494751 (2.042306906740431) | > loss_1: 31.652048110961914 (30.794582501263687) | > grad_norm_1: tensor(606.1971, device='cuda:0') (tensor(244.7003, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.4334 (0.3903779009698142) | > loader_time: 0.0067 (0.00449727370705403)  --> TIME: 2024-06-11 23:39:24 -- STEP: 309/330 -- GLOBAL_STEP: 330200 | > loss_disc: 2.4476876258850098 (2.3755845614621545) | > loss_disc_real_0: 0.1299087107181549 (0.12145802235188607) | > loss_disc_real_1: 0.15043827891349792 (0.19879978152540517) | > loss_disc_real_2: 0.1890133172273636 (0.21290745569278507) | > loss_disc_real_3: 0.21095725893974304 (0.22983962258860516) | > loss_disc_real_4: 0.21523961424827576 (0.23112791019543089) | > loss_disc_real_5: 0.21669158339500427 (0.22113698503924809) | > loss_0: 2.4476876258850098 (2.3755845614621545) | > grad_norm_0: tensor(57.7979, device='cuda:0') (tensor(22.5519, device='cuda:0')) | > loss_gen: 2.2867372035980225 (2.4815228942142715) | > loss_kl: 2.099266767501831 (2.0249456063057614) | > loss_feat: 6.889503002166748 (7.016978967536997) | > loss_mel: 16.361536026000977 (17.197460733185302) | > loss_duration: 2.225001573562622 (2.054285265481204) | > loss_1: 29.862045288085938 (30.77519347058145) | > grad_norm_1: tensor(285.1751, device='cuda:0') (tensor(260.0644, device='cuda:0')) | > current_lr_0: 0.00018248840550196433 | > current_lr_1: 0.00018248840550196433 | > step_time: 0.4999 (0.39811722900489377) | > loader_time: 0.0076 (0.004689752862677218)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4391136169433594 (2.4391136169433594) | > loss_disc_real_0: 0.2915263772010803 (0.2915263772010803) | > loss_disc_real_1: 0.22018568217754364 (0.22018568217754364) | > loss_disc_real_2: 0.31440412998199463 (0.31440412998199463) | > loss_disc_real_3: 0.2644735276699066 (0.2644735276699066) | > loss_disc_real_4: 0.24426212906837463 (0.24426212906837463) | > loss_disc_real_5: 0.24287164211273193 (0.24287164211273193) | > loss_0: 2.4391136169433594 (2.4391136169433594) | > loss_gen: 3.0909886360168457 (3.0909886360168457) | > loss_kl: 1.713673710823059 (1.713673710823059) | > loss_feat: 7.044649600982666 (7.044649600982666) | > loss_mel: 16.918487548828125 (16.918487548828125) | > loss_duration: 3.0846946239471436 (3.0846946239471436) | > loss_1: 31.852493286132812 (31.852493286132812)  --> STEP: 1 | > loss_disc: 2.385099411010742 (2.385099411010742) | > loss_disc_real_0: 0.1359393447637558 (0.1359393447637558) | > loss_disc_real_1: 0.12039127945899963 (0.12039127945899963) | > loss_disc_real_2: 0.2635555565357208 (0.2635555565357208) | > loss_disc_real_3: 0.3144899010658264 (0.3144899010658264) | > loss_disc_real_4: 0.27906563878059387 (0.27906563878059387) | > loss_disc_real_5: 0.26207396388053894 (0.26207396388053894) | > loss_0: 2.385099411010742 (2.385099411010742) | > loss_gen: 2.786618232727051 (2.786618232727051) | > loss_kl: 2.4921348094940186 (2.4921348094940186) | > loss_feat: 5.8178277015686035 (5.8178277015686035) | > loss_mel: 17.865800857543945 (17.865800857543945) | > loss_duration: 2.3882968425750732 (2.3882968425750732) | > loss_1: 31.350675582885742 (31.350675582885742)  --> STEP: 2 | > loss_disc: 2.296154260635376 (2.340626835823059) | > loss_disc_real_0: 0.15489044785499573 (0.14541489630937576) | > loss_disc_real_1: 0.169056236743927 (0.14472375810146332) | > loss_disc_real_2: 0.2610110640525818 (0.2622833102941513) | > loss_disc_real_3: 0.27171754837036133 (0.29310372471809387) | > loss_disc_real_4: 0.21808922290802002 (0.24857743084430695) | > loss_disc_real_5: 0.22869624197483063 (0.24538510292768478) | > loss_0: 2.296154260635376 (2.340626835823059) | > loss_gen: 2.623345375061035 (2.704981803894043) | > loss_kl: 2.8327770233154297 (2.662455916404724) | > loss_feat: 6.156816005706787 (5.987321853637695) | > loss_mel: 18.373432159423828 (18.119616508483887) | > loss_duration: 2.472795009613037 (2.430545926094055) | > loss_1: 32.459163665771484 (31.904919624328613)  --> STEP: 3 | > loss_disc: 2.3487110137939453 (2.3433215618133545) | > loss_disc_real_0: 0.1799565553665161 (0.1569287826617559) | > loss_disc_real_1: 0.1452077031135559 (0.14488507310549417) | > loss_disc_real_2: 0.18095211684703827 (0.23517291247844696) | > loss_disc_real_3: 0.30489373207092285 (0.29703372716903687) | > loss_disc_real_4: 0.25775471329689026 (0.25163652499516803) | > loss_disc_real_5: 0.24548786878585815 (0.24541935821374258) | > loss_0: 2.3487110137939453 (2.3433215618133545) | > loss_gen: 2.4927453994750977 (2.6342363357543945) | > loss_kl: 3.3066084384918213 (2.87717342376709) | > loss_feat: 4.932782173156738 (5.63580862681071) | > loss_mel: 14.854248046875 (17.031160354614258) | > loss_duration: 2.33620023727417 (2.3990973631540933) | > loss_1: 27.922584533691406 (30.57747459411621)  --> STEP: 4 | > loss_disc: 2.2425649166107178 (2.3181324005126953) | > loss_disc_real_0: 0.14946293830871582 (0.15506232157349586) | > loss_disc_real_1: 0.18404823541641235 (0.15467586368322372) | > loss_disc_real_2: 0.3111638128757477 (0.25417063757777214) | > loss_disc_real_3: 0.2583957314491272 (0.28737422823905945) | > loss_disc_real_4: 0.1604163497686386 (0.2288314811885357) | > loss_disc_real_5: 0.17146636545658112 (0.2269311100244522) | > loss_0: 2.2425649166107178 (2.3181324005126953) | > loss_gen: 2.819911003112793 (2.680655002593994) | > loss_kl: 3.6630043983459473 (3.073631167411804) | > loss_feat: 8.624698638916016 (6.383031129837036) | > loss_mel: 17.799196243286133 (17.223169326782227) | > loss_duration: 2.421377182006836 (2.404667317867279) | > loss_1: 35.32818603515625 (31.76515245437622)  --> STEP: 5 | > loss_disc: 2.418797492980957 (2.3382654190063477) | > loss_disc_real_0: 0.1265576183795929 (0.14936138093471527) | > loss_disc_real_1: 0.26437366008758545 (0.17661542296409607) | > loss_disc_real_2: 0.2782936990261078 (0.25899524986743927) | > loss_disc_real_3: 0.3200702369213104 (0.2939134299755096) | > loss_disc_real_4: 0.2912115752696991 (0.24130750000476836) | > loss_disc_real_5: 0.19447390735149384 (0.22043966948986055) | > loss_0: 2.418797492980957 (2.3382654190063477) | > loss_gen: 2.6873040199279785 (2.681984806060791) | > loss_kl: 2.8144030570983887 (3.021785545349121) | > loss_feat: 5.060609817504883 (6.118546867370606) | > loss_mel: 18.358530044555664 (17.450241470336913) | > loss_duration: 2.3227200508117676 (2.388277864456177) | > loss_1: 31.243566513061523 (31.66083526611328)  --> STEP: 6 | > loss_disc: 2.6687564849853516 (2.3933472633361816) | > loss_disc_real_0: 0.20921014249324799 (0.15933617452780405) | > loss_disc_real_1: 0.1984221190214157 (0.18024987230698267) | > loss_disc_real_2: 0.36557838320732117 (0.27675910542408627) | > loss_disc_real_3: 0.2472599297761917 (0.28613784660895664) | > loss_disc_real_4: 0.24044425785541534 (0.24116362631320953) | > loss_disc_real_5: 0.22858214378356934 (0.221796748538812) | > loss_0: 2.6687564849853516 (2.3933472633361816) | > loss_gen: 2.344991445541382 (2.6258192459742227) | > loss_kl: 2.776472568511963 (2.9809000492095947) | > loss_feat: 5.994585990905762 (6.097886721293132) | > loss_mel: 19.306808471679688 (17.759669303894043) | > loss_duration: 2.2017340660095215 (2.3571872313817344) | > loss_1: 32.62459182739258 (31.821461359659832)  --> STEP: 7 | > loss_disc: 2.4818034172058105 (2.4059838567461287) | > loss_disc_real_0: 0.25788867473602295 (0.17341510312897818) | > loss_disc_real_1: 0.1544436663389206 (0.17656327145440237) | > loss_disc_real_2: 0.3126978874206543 (0.2818932171378817) | > loss_disc_real_3: 0.27123919129371643 (0.284009467278208) | > loss_disc_real_4: 0.24294225871562958 (0.2414177166564124) | > loss_disc_real_5: 0.23333348333835602 (0.22344485351017543) | > loss_0: 2.4818034172058105 (2.4059838567461287) | > loss_gen: 2.742027759552002 (2.64242046219962) | > loss_kl: 4.171490669250488 (3.150984423501151) | > loss_feat: 6.761242389678955 (6.192651816776821) | > loss_mel: 16.498044967651367 (17.579437255859375) | > loss_duration: 2.581383228302002 (2.3892152309417725) | > loss_1: 32.754188537597656 (31.954708099365234)  --> STEP: 8 | > loss_disc: 2.4513022899627686 (2.4116486608982086) | > loss_disc_real_0: 0.11687701940536499 (0.16634784266352654) | > loss_disc_real_1: 0.20950740575790405 (0.1806812882423401) | > loss_disc_real_2: 0.27797797322273254 (0.28140381164848804) | > loss_disc_real_3: 0.25371283292770386 (0.280222387984395) | > loss_disc_real_4: 0.20275601744651794 (0.2365850042551756) | > loss_disc_real_5: 0.2234046906232834 (0.22343983314931393) | > loss_0: 2.4513022899627686 (2.4116486608982086) | > loss_gen: 2.4175117015838623 (2.61430686712265) | > loss_kl: 3.161757230758667 (3.1523310244083405) | > loss_feat: 9.972075462341309 (6.665079772472382) | > loss_mel: 20.573627471923828 (17.95371103286743) | > loss_duration: 2.289210796356201 (2.376714676618576) | > loss_1: 38.414180755615234 (32.762142181396484)  --> STEP: 9 | > loss_disc: 2.439380168914795 (2.414729939566718) | > loss_disc_real_0: 0.11779879033565521 (0.16095350351598528) | > loss_disc_real_1: 0.26536911725997925 (0.19009104702207777) | > loss_disc_real_2: 0.3165869116783142 (0.2853130449851354) | > loss_disc_real_3: 0.25837069749832153 (0.2777944223748313) | > loss_disc_real_4: 0.21598726511001587 (0.23429636657238007) | > loss_disc_real_5: 0.27287235856056213 (0.22893233597278595) | > loss_0: 2.439380168914795 (2.414729939566718) | > loss_gen: 2.7517712116241455 (2.629580683178372) | > loss_kl: 2.4088473320007324 (3.0697217252519398) | > loss_feat: 8.26633358001709 (6.842996862199572) | > loss_mel: 18.31611442565918 (17.99397807651096) | > loss_duration: 2.173121929168701 (2.3540932602352567) | > loss_1: 33.91618728637695 (32.8903694152832)  --> STEP: 10 | > loss_disc: 2.2559468746185303 (2.3988516330718994) | > loss_disc_real_0: 0.14160238206386566 (0.1590183913707733) | > loss_disc_real_1: 0.11545134335756302 (0.1826270766556263) | > loss_disc_real_2: 0.3121509552001953 (0.2879968360066414) | > loss_disc_real_3: 0.26731881499290466 (0.27674686163663864) | > loss_disc_real_4: 0.22185485064983368 (0.23305221498012543) | > loss_disc_real_5: 0.2587907314300537 (0.23191817551851274) | > loss_0: 2.2559468746185303 (2.3988516330718994) | > loss_gen: 2.8297245502471924 (2.6495950698852537) | > loss_kl: 3.107835531234741 (3.0735331058502195) | > loss_feat: 6.587100982666016 (6.817407274246216) | > loss_mel: 18.017061233520508 (17.996286392211914) | > loss_duration: 2.392669200897217 (2.3579508543014525) | > loss_1: 32.934391021728516 (32.894771575927734)  --> STEP: 11 | > loss_disc: 2.377103328704834 (2.396874514493075) | > loss_disc_real_0: 0.2187785655260086 (0.1644511344757947) | > loss_disc_real_1: 0.15337033569812775 (0.17996737293221735) | > loss_disc_real_2: 0.2844940721988678 (0.2876784029332074) | > loss_disc_real_3: 0.26481953263282776 (0.2756625589999286) | > loss_disc_real_4: 0.28232303261756897 (0.23753138021989303) | > loss_disc_real_5: 0.25666964054107666 (0.23416830870238217) | > loss_0: 2.377103328704834 (2.396874514493075) | > loss_gen: 2.794950008392334 (2.6628091552040796) | > loss_kl: 3.4575562477111816 (3.1084443005648525) | > loss_feat: 6.569361209869385 (6.794857632030141) | > loss_mel: 17.798612594604492 (17.978316046974875) | > loss_duration: 2.5684263706207275 (2.3770849921486596) | > loss_1: 33.188907623291016 (32.921511216597125)  --> STEP: 12 | > loss_disc: 2.605494976043701 (2.4142595529556274) | > loss_disc_real_0: 0.21278908848762512 (0.1684792973101139) | > loss_disc_real_1: 0.28112897276878357 (0.1883975062519312) | > loss_disc_real_2: 0.24671021103858948 (0.28426438694198924) | > loss_disc_real_3: 0.31880471110343933 (0.27925773834188783) | > loss_disc_real_4: 0.23614299297332764 (0.23741568128267923) | > loss_disc_real_5: 0.2476053386926651 (0.23528806120157242) | > loss_0: 2.605494976043701 (2.4142595529556274) | > loss_gen: 2.4576029777526855 (2.6457086404164634) | > loss_kl: 3.2637739181518555 (3.1213884353637695) | > loss_feat: 5.292755126953125 (6.669682423273723) | > loss_mel: 17.027385711669922 (17.89907185236613) | > loss_duration: 2.276632308959961 (2.368713935216268) | > loss_1: 30.318151473999023 (32.704564571380615)  --> STEP: 13 | > loss_disc: 2.4891397953033447 (2.4200195715977597) | > loss_disc_real_0: 0.21384257078170776 (0.1719687798848519) | > loss_disc_real_1: 0.19812554121017456 (0.18914581663333452) | > loss_disc_real_2: 0.2232406884431839 (0.279570256288235) | > loss_disc_real_3: 0.28888997435569763 (0.2799986795737194) | > loss_disc_real_4: 0.2239920198917389 (0.2363830919449146) | > loss_disc_real_5: 0.2389889359474182 (0.23557274387432978) | > loss_0: 2.4891397953033447 (2.4200195715977597) | > loss_gen: 2.502120018005371 (2.634663361769456) | > loss_kl: 3.198866128921509 (3.127348257945134) | > loss_feat: 7.977070331573486 (6.770250723912166) | > loss_mel: 15.406172752380371 (17.707310383136456) | > loss_duration: 2.279857873916626 (2.361878853577834) | > loss_1: 31.364086151123047 (32.601450846745415)  --> STEP: 14 | > loss_disc: 2.8282084465026855 (2.449175919805254) | > loss_disc_real_0: 0.25692638754844666 (0.17803718043225153) | > loss_disc_real_1: 0.25650376081466675 (0.19395709836057254) | > loss_disc_real_2: 0.43326517939567566 (0.29054846508162363) | > loss_disc_real_3: 0.3181879222393036 (0.2827264826212611) | > loss_disc_real_4: 0.2556251883506775 (0.23775752740246908) | > loss_disc_real_5: 0.30838194489479065 (0.240773401090077) | > loss_0: 2.8282084465026855 (2.449175919805254) | > loss_gen: 2.6072723865509033 (2.6327068635395596) | > loss_kl: 3.9767048358917236 (3.188016584941319) | > loss_feat: 6.634429454803467 (6.760549204690116) | > loss_mel: 18.17892837524414 (17.74099738257272) | > loss_duration: 2.4710745811462402 (2.3696785484041487) | > loss_1: 33.868408203125 (32.691947800772525)  --> STEP: 15 | > loss_disc: 2.4135637283325195 (2.446801773707072) | > loss_disc_real_0: 0.11308661848306656 (0.17370714296897252) | > loss_disc_real_1: 0.2356310784816742 (0.19673536370197933) | > loss_disc_real_2: 0.25303414463996887 (0.2880475103855133) | > loss_disc_real_3: 0.2774578630924225 (0.28237524131933855) | > loss_disc_real_4: 0.1757356971502304 (0.2336227387189865) | > loss_disc_real_5: 0.24494045972824097 (0.24105120499928792) | > loss_0: 2.4135637283325195 (2.446801773707072) | > loss_gen: 2.459681510925293 (2.6211718400319417) | > loss_kl: 3.583153009414673 (3.2143590132395428) | > loss_feat: 6.746340274810791 (6.75960194269816) | > loss_mel: 17.532243728637695 (17.727080472310384) | > loss_duration: 2.397991180419922 (2.3715660572052) | > loss_1: 32.71940994262695 (32.69377861022949)  --> STEP: 16 | > loss_disc: 2.7909703254699707 (2.468312308192253) | > loss_disc_real_0: 0.40469008684158325 (0.1881435769610107) | > loss_disc_real_1: 0.2680392563343048 (0.20119185699149966) | > loss_disc_real_2: 0.3507000207901001 (0.2919632922858) | > loss_disc_real_3: 0.30757859349250793 (0.2839504508301616) | > loss_disc_real_4: 0.27448585629463196 (0.23617668356746435) | > loss_disc_real_5: 0.22544632852077484 (0.24007590021938086) | > loss_0: 2.7909703254699707 (2.468312308192253) | > loss_gen: 2.6103267669677734 (2.620494022965431) | > loss_kl: 2.932891368865967 (3.196767285466194) | > loss_feat: 5.954091548919678 (6.709257543087006) | > loss_mel: 16.363948822021484 (17.641884744167328) | > loss_duration: 2.4052515029907227 (2.3736713975667953) | > loss_1: 30.266510009765625 (32.54207432270049)  --> STEP: 17 | > loss_disc: 2.873866558074951 (2.4921684405382942) | > loss_disc_real_0: 0.3713153004646301 (0.19891838422592947) | > loss_disc_real_1: 0.28495973348617554 (0.2061193791382453) | > loss_disc_real_2: 0.34460169076919556 (0.2950596686671762) | > loss_disc_real_3: 0.3141058087348938 (0.28572429541279293) | > loss_disc_real_4: 0.24796171486377716 (0.23686992070254156) | > loss_disc_real_5: 0.3100312352180481 (0.24419091992518482) | > loss_0: 2.873866558074951 (2.4921684405382942) | > loss_gen: 2.7278547286987305 (2.6268093585968018) | > loss_kl: 2.770928144454956 (3.171717924230239) | > loss_feat: 4.961017608642578 (6.606419899884393) | > loss_mel: 16.623769760131836 (17.581995627459357) | > loss_duration: 2.447709083557129 (2.3780265555662266) | > loss_1: 29.531280517578125 (32.36496880475212)  --> STEP: 18 | > loss_disc: 2.6199753284454346 (2.499268823199802) | > loss_disc_real_0: 0.1775801032781601 (0.19773292417327562) | > loss_disc_real_1: 0.3041788935661316 (0.21156712993979454) | > loss_disc_real_2: 0.3374444544315338 (0.2974143789874183) | > loss_disc_real_3: 0.2957525849342346 (0.2862814226084286) | > loss_disc_real_4: 0.3032491207122803 (0.24055765403641594) | > loss_disc_real_5: 0.3077245056629181 (0.24772056357728112) | > loss_0: 2.6199753284454346 (2.499268823199802) | > loss_gen: 3.1129393577575684 (2.6538165807724) | > loss_kl: 3.3494181632995605 (3.1815901597340903) | > loss_feat: 7.94602108001709 (6.680842187669542) | > loss_mel: 17.880517959594727 (17.598580201466877) | > loss_duration: 2.230015754699707 (2.3698037332958646) | > loss_1: 34.5189094543457 (32.48463217417398)  --> STEP: 19 | > loss_disc: 2.552978515625 (2.5020956491169177) | > loss_disc_real_0: 0.2206428200006485 (0.19893870816419) | > loss_disc_real_1: 0.17769035696983337 (0.20978414188874395) | > loss_disc_real_2: 0.32339873909950256 (0.2987819768880543) | > loss_disc_real_3: 0.2536775767803192 (0.2845654307227386) | > loss_disc_real_4: 0.23123638331890106 (0.24006706084075727) | > loss_disc_real_5: 0.24619583785533905 (0.24764031485507362) | > loss_0: 2.552978515625 (2.5020956491169177) | > loss_gen: 2.456099510192871 (2.643410419162951) | > loss_kl: 1.9998711347579956 (3.1193944215774536) | > loss_feat: 6.865561008453369 (6.690564230868691) | > loss_mel: 16.19541358947754 (17.52472932715165) | > loss_duration: 2.377936840057373 (2.37023179154647) | > loss_1: 29.894882202148438 (32.34832954406737)  --> STEP: 20 | > loss_disc: 2.3875067234039307 (2.4963662028312683) | > loss_disc_real_0: 0.23249414563179016 (0.20061648003757) | > loss_disc_real_1: 0.12281167507171631 (0.20543551854789258) | > loss_disc_real_2: 0.2732990086078644 (0.2975078284740448) | > loss_disc_real_3: 0.24479363858699799 (0.2825768411159516) | > loss_disc_real_4: 0.2110721468925476 (0.23861731514334678) | > loss_disc_real_5: 0.21644534170627594 (0.24608056619763374) | > loss_0: 2.3875067234039307 (2.4963662028312683) | > loss_gen: 2.4826881885528564 (2.6353743076324463) | > loss_kl: 2.51543927192688 (3.089196664094925) | > loss_feat: 5.623682975769043 (6.637220168113709) | > loss_mel: 19.10386848449707 (17.60368628501892) | > loss_duration: 2.3412926197052 (2.3687848329544066) | > loss_1: 32.06697082519531 (32.33426160812377)  --> STEP: 21 | > loss_disc: 2.6167972087860107 (2.502101012638637) | > loss_disc_real_0: 0.18301421403884888 (0.19977827689477376) | > loss_disc_real_1: 0.14493440091609955 (0.2025545129463786) | > loss_disc_real_2: 0.377576619386673 (0.3013206280413128) | > loss_disc_real_3: 0.32556357979774475 (0.28462382867222746) | > loss_disc_real_4: 0.26835012435913086 (0.24003316320124127) | > loss_disc_real_5: 0.26464107632637024 (0.24696440001328787) | > loss_0: 2.6167972087860107 (2.502101012638637) | > loss_gen: 2.4901912212371826 (2.6284608273279098) | > loss_kl: 3.0394022464752197 (3.0868255013511297) | > loss_feat: 4.9322028160095215 (6.556028865632557) | > loss_mel: 13.760451316833496 (17.42067509605771) | > loss_duration: 2.1498208045959473 (2.3583579744611467) | > loss_1: 26.372066497802734 (32.050347555251335)  --> STEP: 22 | > loss_disc: 2.5218048095703125 (2.502996639771895) | > loss_disc_real_0: 0.15327388048171997 (0.1976644406941804) | > loss_disc_real_1: 0.26746585965156555 (0.2055050287057053) | > loss_disc_real_2: 0.2968981862068176 (0.30111960795792664) | > loss_disc_real_3: 0.27601203322410583 (0.28423238342458557) | > loss_disc_real_4: 0.2699332535266876 (0.24139225821603427) | > loss_disc_real_5: 0.3498830497264862 (0.2516425204547969) | > loss_0: 2.5218048095703125 (2.502996639771895) | > loss_gen: 2.8225653171539307 (2.637283758683638) | > loss_kl: 2.2542190551757812 (3.0489797537977044) | > loss_feat: 6.316701889038086 (6.545150366696444) | > loss_mel: 17.8083553314209 (17.438296924937855) | > loss_duration: 2.2230892181396484 (2.3522093946283515) | > loss_1: 31.424930572509766 (32.02191951058126)  --> STEP: 23 | > loss_disc: 2.9775619506835938 (2.5236299141593603) | > loss_disc_real_0: 0.4419897794723511 (0.20828728151062262) | > loss_disc_real_1: 0.32167813181877136 (0.21055603318888208) | > loss_disc_real_2: 0.34480395913124084 (0.30301892757415766) | > loss_disc_real_3: 0.3180122971534729 (0.28570107532584155) | > loss_disc_real_4: 0.2773643732070923 (0.2429562632156455) | > loss_disc_real_5: 0.25667500495910645 (0.25186132412889733) | > loss_0: 2.9775619506835938 (2.5236299141593603) | > loss_gen: 2.4385383129119873 (2.6286426523457402) | > loss_kl: 2.7106916904449463 (3.0342715771301934) | > loss_feat: 3.9530293941497803 (6.43244945484659) | > loss_mel: 16.273853302001953 (17.387668941331945) | > loss_duration: 2.3103318214416504 (2.350388630576756) | > loss_1: 27.686443328857422 (31.833420546158486)  --> STEP: 24 | > loss_disc: 2.3727643489837646 (2.5173438489437108) | > loss_disc_real_0: 0.10958272963762283 (0.2041745918492476) | > loss_disc_real_1: 0.12802164256572723 (0.20711710024625063) | > loss_disc_real_2: 0.32701361179351807 (0.3040187060832977) | > loss_disc_real_3: 0.3063640594482422 (0.28656203299760824) | > loss_disc_real_4: 0.2323906421661377 (0.24251602900524935) | > loss_disc_real_5: 0.20671670138835907 (0.2499802981813749) | > loss_0: 2.3727643489837646 (2.5173438489437108) | > loss_gen: 2.487666368484497 (2.6227686405181885) | > loss_kl: 2.6752076148986816 (3.0193105787038803) | > loss_feat: 6.948744297027588 (6.453961739937465) | > loss_mel: 17.547618865966797 (17.394333521525066) | > loss_duration: 2.3797268867492676 (2.351611057917277) | > loss_1: 32.038963317871094 (31.841984828313176)  --> STEP: 25 | > loss_disc: 2.365612506866455 (2.5112745952606206) | > loss_disc_real_0: 0.1977224200963974 (0.2039165049791336) | > loss_disc_real_1: 0.2266193926334381 (0.20789719194173814) | > loss_disc_real_2: 0.3093201518058777 (0.30423076391220083) | > loss_disc_real_3: 0.28956493735313416 (0.28668214917182927) | > loss_disc_real_4: 0.15026041865348816 (0.2388258045911789) | > loss_disc_real_5: 0.2240930199623108 (0.24894480705261235) | > loss_0: 2.365612506866455 (2.5112745952606206) | > loss_gen: 2.7525393962860107 (2.6279594707489013) | > loss_kl: 2.6910476684570312 (3.0061800622940065) | > loss_feat: 6.810257911682129 (6.468213586807251) | > loss_mel: 14.929489135742188 (17.29573974609375) | > loss_duration: 2.378709316253662 (2.3526949882507324) | > loss_1: 29.562042236328125 (31.750787124633774)  --> STEP: 26 | > loss_disc: 2.1273903846740723 (2.496509817930369) | > loss_disc_real_0: 0.06339697539806366 (0.198511907687554) | > loss_disc_real_1: 0.16875837743282318 (0.20639185292216447) | > loss_disc_real_2: 0.15693163871765137 (0.2985654129431797) | > loss_disc_real_3: 0.30947694182395935 (0.28755887196614194) | > loss_disc_real_4: 0.2734985947608948 (0.24015937344386026) | > loss_disc_real_5: 0.32493487000465393 (0.251867501781537) | > loss_0: 2.1273903846740723 (2.496509817930369) | > loss_gen: 2.8750107288360596 (2.637461442213792) | > loss_kl: 2.309424638748169 (2.9793817767730126) | > loss_feat: 12.352373123168945 (6.694527415128855) | > loss_mel: 19.654178619384766 (17.386448933528023) | > loss_duration: 2.305467128753662 (2.3508785321162295) | > loss_1: 39.49645233154297 (32.048697324899514) --> EVAL PERFORMANCE | > avg_loader_time: 0.00237427308009221 (-0.00012198778299184979) | > avg_loss_disc: 2.496509817930369 (+0.004831396616422623) | > avg_loss_disc_real_0: 0.198511907687554 (+0.06010606970924598) | > avg_loss_disc_real_1: 0.20639185292216447 (-0.0267346206192787) | > avg_loss_disc_real_2: 0.2985654129431797 (-0.03281963444673108) | > avg_loss_disc_real_3: 0.28755887196614194 (-0.0026533179558240194) | > avg_loss_disc_real_4: 0.24015937344386026 (-0.055395729839801816) | > avg_loss_disc_real_5: 0.251867501781537 (-0.025097624900249305) | > avg_loss_0: 2.496509817930369 (+0.004831396616422623) | > avg_loss_gen: 2.637461442213792 (-0.060668129187364084) | > avg_loss_kl: 2.9793817767730126 (+0.02758662058756922) | > avg_loss_feat: 6.694527415128855 (-0.41089871296515845) | > avg_loss_mel: 17.386448933528023 (-0.01145531580998238) | > avg_loss_duration: 2.3508785321162295 (-0.008898074810321788) | > avg_loss_1: 32.048697324899514 (-0.4643343411959293)  > EPOCH: 734/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:39:57)   --> TIME: 2024-06-11 23:39:59 -- STEP: 4/330 -- GLOBAL_STEP: 330225 | > loss_disc: 2.301302433013916 (2.3269538283348083) | > loss_disc_real_0: 0.1045248806476593 (0.09210847876966) | > loss_disc_real_1: 0.15488982200622559 (0.1896289810538292) | > loss_disc_real_2: 0.18777616322040558 (0.1973208636045456) | > loss_disc_real_3: 0.20453891158103943 (0.24623758345842361) | > loss_disc_real_4: 0.22787171602249146 (0.23436975479125977) | > loss_disc_real_5: 0.22565050423145294 (0.227783665060997) | > loss_0: 2.301302433013916 (2.3269538283348083) | > grad_norm_0: tensor(9.7154, device='cuda:0') (tensor(10.0468, device='cuda:0')) | > loss_gen: 2.5875179767608643 (2.4752609729766846) | > loss_kl: 1.8142215013504028 (1.8718678951263428) | > loss_feat: 6.185218334197998 (6.708370089530945) | > loss_mel: 17.80586814880371 (17.93503427505493) | > loss_duration: 2.143195867538452 (2.1623138785362244) | > loss_1: 30.536022186279297 (31.15284776687622) | > grad_norm_1: tensor(63.9569, device='cuda:0') (tensor(120.7290, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.3563 (0.3800234794616699) | > loader_time: 0.003 (0.0032501220703125)  --> TIME: 2024-06-11 23:40:09 -- STEP: 29/330 -- GLOBAL_STEP: 330250 | > loss_disc: 2.270906686782837 (2.329144798476121) | > loss_disc_real_0: 0.10186909884214401 (0.10315733171742537) | > loss_disc_real_1: 0.14062270522117615 (0.19737270885500416) | > loss_disc_real_2: 0.21194395422935486 (0.20528810188688082) | > loss_disc_real_3: 0.21579010784626007 (0.22954678740994683) | > loss_disc_real_4: 0.22918379306793213 (0.23257460265324034) | > loss_disc_real_5: 0.2220660299062729 (0.22586806067104997) | > loss_0: 2.270906686782837 (2.329144798476121) | > grad_norm_0: tensor(7.3408, device='cuda:0') (tensor(11.3962, device='cuda:0')) | > loss_gen: 2.622609853744507 (2.5137928354329078) | > loss_kl: 1.9425439834594727 (1.9432185107264026) | > loss_feat: 7.257628917694092 (6.949465422794737) | > loss_mel: 17.97665786743164 (17.59280990732127) | > loss_duration: 1.9750291109085083 (2.0199363930472014) | > loss_1: 31.77446937561035 (31.019223246081122) | > grad_norm_1: tensor(137.8093, device='cuda:0') (tensor(137.0258, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.361 (0.3625580771216031) | > loader_time: 0.0032 (0.0033641601430958717)  --> TIME: 2024-06-11 23:40:18 -- STEP: 54/330 -- GLOBAL_STEP: 330275 | > loss_disc: 2.3657281398773193 (2.3502394137559115) | > loss_disc_real_0: 0.13340875506401062 (0.10759739301822803) | > loss_disc_real_1: 0.1668650060892105 (0.1989337283152121) | > loss_disc_real_2: 0.19733215868473053 (0.20693290481964746) | > loss_disc_real_3: 0.25456398725509644 (0.22937594988831767) | > loss_disc_real_4: 0.23941676318645477 (0.23244286025011981) | > loss_disc_real_5: 0.21340622007846832 (0.22462713994361735) | > loss_0: 2.3657281398773193 (2.3502394137559115) | > grad_norm_0: tensor(10.6251, device='cuda:0') (tensor(10.8511, device='cuda:0')) | > loss_gen: 2.5089144706726074 (2.497120879314564) | > loss_kl: 1.998423457145691 (1.9655313381442316) | > loss_feat: 7.467817306518555 (6.9684732225206165) | > loss_mel: 18.803592681884766 (17.44489673331932) | > loss_duration: 1.9801198244094849 (2.000121869422771) | > loss_1: 32.75886917114258 (30.876144267894603) | > grad_norm_1: tensor(73.3684, device='cuda:0') (tensor(111.7514, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.3819 (0.3640936568931297) | > loader_time: 0.0032 (0.003457736085962366)  --> TIME: 2024-06-11 23:40:28 -- STEP: 79/330 -- GLOBAL_STEP: 330300 | > loss_disc: 2.32582426071167 (2.358802276321604) | > loss_disc_real_0: 0.12588533759117126 (0.10974148472275914) | > loss_disc_real_1: 0.21527832746505737 (0.19830809910840624) | > loss_disc_real_2: 0.2060629427433014 (0.20988019395478164) | > loss_disc_real_3: 0.21395812928676605 (0.22933651016482823) | > loss_disc_real_4: 0.23365944623947144 (0.2312978413663333) | > loss_disc_real_5: 0.22845937311649323 (0.22517352881310862) | > loss_0: 2.32582426071167 (2.358802276321604) | > grad_norm_0: tensor(7.1848, device='cuda:0') (tensor(10.9513, device='cuda:0')) | > loss_gen: 2.6580727100372314 (2.483874167068095) | > loss_kl: 1.9330180883407593 (1.97680893427209) | > loss_feat: 7.102237224578857 (6.958105618440654) | > loss_mel: 17.70440673828125 (17.438020706176765) | > loss_duration: 1.9635183811187744 (1.9933927179891853) | > loss_1: 31.36125373840332 (30.85020231898827) | > grad_norm_1: tensor(82.7257, device='cuda:0') (tensor(112.4610, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.404 (0.36745917344395107) | > loader_time: 0.0035 (0.0035830358915691133)  --> TIME: 2024-06-11 23:40:37 -- STEP: 104/330 -- GLOBAL_STEP: 330325 | > loss_disc: 2.2540054321289062 (2.362249894784048) | > loss_disc_real_0: 0.12956903874874115 (0.11100783399664439) | > loss_disc_real_1: 0.17620596289634705 (0.20005694891397768) | > loss_disc_real_2: 0.19202789664268494 (0.210882503969165) | > loss_disc_real_3: 0.20681434869766235 (0.2293560620970451) | > loss_disc_real_4: 0.24374164640903473 (0.23114307325046796) | > loss_disc_real_5: 0.2297254353761673 (0.22490066490494287) | > loss_0: 2.2540054321289062 (2.362249894784048) | > grad_norm_0: tensor(6.4022, device='cuda:0') (tensor(10.2500, device='cuda:0')) | > loss_gen: 2.5749363899230957 (2.479121393882312) | > loss_kl: 1.9341520071029663 (1.9849893450737) | > loss_feat: 7.464389801025391 (6.950118532547585) | > loss_mel: 16.93342399597168 (17.402874781535225) | > loss_duration: 2.039620876312256 (1.996251186499229) | > loss_1: 30.946523666381836 (30.81335533582247) | > grad_norm_1: tensor(98.5064, device='cuda:0') (tensor(105.2123, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.3725 (0.37090243055270256) | > loader_time: 0.0042 (0.0036709079375633826)  --> TIME: 2024-06-11 23:40:47 -- STEP: 129/330 -- GLOBAL_STEP: 330350 | > loss_disc: 2.3364713191986084 (2.363193031429321) | > loss_disc_real_0: 0.0516175776720047 (0.11159794292477675) | > loss_disc_real_1: 0.20957666635513306 (0.19952220059642495) | > loss_disc_real_2: 0.20770929753780365 (0.21098606484804966) | > loss_disc_real_3: 0.26327741146087646 (0.2296340266863505) | > loss_disc_real_4: 0.23318728804588318 (0.23190023085867711) | > loss_disc_real_5: 0.23167924582958221 (0.22358856078728226) | > loss_0: 2.3364713191986084 (2.363193031429321) | > grad_norm_0: tensor(12.3543, device='cuda:0') (tensor(10.5037, device='cuda:0')) | > loss_gen: 2.5400917530059814 (2.4720146877821105) | > loss_kl: 2.085103750228882 (1.9877580404281616) | > loss_feat: 7.0281453132629395 (6.921929466631986) | > loss_mel: 17.92657470703125 (17.368374070455868) | > loss_duration: 1.990288257598877 (1.9988736607307611) | > loss_1: 31.57020378112793 (30.748949967613516) | > grad_norm_1: tensor(192.0178, device='cuda:0') (tensor(110.6242, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.3745 (0.37321205656657835) | > loader_time: 0.0039 (0.0037890201391175735)  --> TIME: 2024-06-11 23:40:57 -- STEP: 154/330 -- GLOBAL_STEP: 330375 | > loss_disc: 2.3071064949035645 (2.362284931269559) | > loss_disc_real_0: 0.09855621308088303 (0.11268387033374273) | > loss_disc_real_1: 0.18965287506580353 (0.19892145499780584) | > loss_disc_real_2: 0.17270399630069733 (0.21111522489166878) | > loss_disc_real_3: 0.21439459919929504 (0.2290175554233712) | > loss_disc_real_4: 0.2236718386411667 (0.23144952033634308) | > loss_disc_real_5: 0.2324521243572235 (0.22343343244744585) | > loss_0: 2.3071064949035645 (2.362284931269559) | > grad_norm_0: tensor(23.5614, device='cuda:0') (tensor(11.6513, device='cuda:0')) | > loss_gen: 2.5025062561035156 (2.4702653234655223) | > loss_kl: 1.8836230039596558 (1.991239110370735) | > loss_feat: 7.298390865325928 (6.924735499666886) | > loss_mel: 17.145431518554688 (17.3798418106971) | > loss_duration: 2.014583110809326 (2.0020254687829446) | > loss_1: 30.84453582763672 (30.768107240850274) | > grad_norm_1: tensor(290.4199, device='cuda:0') (tensor(124.4981, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.4115 (0.37565259190348826) | > loader_time: 0.0049 (0.0039196803972318586)  --> TIME: 2024-06-11 23:41:07 -- STEP: 179/330 -- GLOBAL_STEP: 330400 | > loss_disc: 2.332770347595215 (2.366820485898236) | > loss_disc_real_0: 0.09845060855150223 (0.11454908945207486) | > loss_disc_real_1: 0.19401773810386658 (0.1989570702920413) | > loss_disc_real_2: 0.21773362159729004 (0.2113482141294959) | > loss_disc_real_3: 0.21707198023796082 (0.2295180582467404) | > loss_disc_real_4: 0.2204357236623764 (0.23207592023484533) | > loss_disc_real_5: 0.2114526480436325 (0.2231298595167405) | > loss_0: 2.332770347595215 (2.366820485898236) | > grad_norm_0: tensor(33.4963, device='cuda:0') (tensor(13.1042, device='cuda:0')) | > loss_gen: 2.512157917022705 (2.4689468951198648) | > loss_kl: 2.018179416656494 (1.9979745349404532) | > loss_feat: 7.077280521392822 (6.907705011314523) | > loss_mel: 17.49443244934082 (17.352928103015422) | > loss_duration: 2.0519237518310547 (2.0086462810718806) | > loss_1: 31.153974533081055 (30.736200812142656) | > grad_norm_1: tensor(445.7519, device='cuda:0') (tensor(147.4057, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.3907 (0.378385499868979) | > loader_time: 0.0048 (0.00402826703460523)  --> TIME: 2024-06-11 23:41:17 -- STEP: 204/330 -- GLOBAL_STEP: 330425 | > loss_disc: 2.470216989517212 (2.3662756155518907) | > loss_disc_real_0: 0.14748558402061462 (0.11544361975336188) | > loss_disc_real_1: 0.18966151773929596 (0.19893234201213894) | > loss_disc_real_2: 0.22720061242580414 (0.21106387192712112) | > loss_disc_real_3: 0.232502743601799 (0.2293955282691647) | > loss_disc_real_4: 0.2616139352321625 (0.23235449012295872) | > loss_disc_real_5: 0.2438231110572815 (0.2226884297880472) | > loss_0: 2.470216989517212 (2.3662756155518907) | > grad_norm_0: tensor(33.1763, device='cuda:0') (tensor(15.3452, device='cuda:0')) | > loss_gen: 2.371880054473877 (2.4778834371005787) | > loss_kl: 2.042121410369873 (1.9999269568452651) | > loss_feat: 7.384213924407959 (6.934472313114243) | > loss_mel: 17.15775489807129 (17.33044418166667) | > loss_duration: 2.012122392654419 (2.0164129845067564) | > loss_1: 30.968093872070312 (30.759139883751963) | > grad_norm_1: tensor(143.8000, device='cuda:0') (tensor(173.1498, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.3881 (0.3806106179368262) | > loader_time: 0.0056 (0.00415996009228276)  --> TIME: 2024-06-11 23:41:28 -- STEP: 229/330 -- GLOBAL_STEP: 330450 | > loss_disc: 2.3860065937042236 (2.366345016196304) | > loss_disc_real_0: 0.07090504467487335 (0.11582529334977722) | > loss_disc_real_1: 0.18962036073207855 (0.19883597853662666) | > loss_disc_real_2: 0.21275466680526733 (0.21135835199897465) | > loss_disc_real_3: 0.2510766386985779 (0.22929557103777556) | > loss_disc_real_4: 0.22752465307712555 (0.23154951950868666) | > loss_disc_real_5: 0.20795953273773193 (0.2221406620142241) | > loss_0: 2.3860065937042236 (2.366345016196304) | > grad_norm_0: tensor(28.5033, device='cuda:0') (tensor(17.8741, device='cuda:0')) | > loss_gen: 2.4950661659240723 (2.481322336405125) | > loss_kl: 2.174454689025879 (2.002600986884672) | > loss_feat: 7.0836005210876465 (6.950669011694898) | > loss_mel: 17.232513427734375 (17.291879899637163) | > loss_duration: 2.1323485374450684 (2.0252351484965025) | > loss_1: 31.117982864379883 (30.751707401858667) | > grad_norm_1: tensor(539.5533, device='cuda:0') (tensor(203.7734, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.4074 (0.3833429969554385) | > loader_time: 0.0053 (0.00428801853063325)  --> TIME: 2024-06-11 23:41:38 -- STEP: 254/330 -- GLOBAL_STEP: 330475 | > loss_disc: 2.3629634380340576 (2.365738227611451) | > loss_disc_real_0: 0.15077421069145203 (0.11743840016424653) | > loss_disc_real_1: 0.182519793510437 (0.19813270643940123) | > loss_disc_real_2: 0.20894354581832886 (0.21115704526112775) | > loss_disc_real_3: 0.2415522038936615 (0.2293908205323332) | > loss_disc_real_4: 0.26087290048599243 (0.23181809197495304) | > loss_disc_real_5: 0.2170124650001526 (0.22216108065890514) | > loss_0: 2.3629634380340576 (2.365738227611451) | > grad_norm_0: tensor(43.7645, device='cuda:0') (tensor(18.8967, device='cuda:0')) | > loss_gen: 2.471480369567871 (2.483159187271839) | > loss_kl: 2.0599095821380615 (2.0054361548010786) | > loss_feat: 7.614418983459473 (6.967999060322921) | > loss_mel: 16.750316619873047 (17.248792704634795) | > loss_duration: 2.081498622894287 (2.0327218146774704) | > loss_1: 30.977624893188477 (30.738108935318593) | > grad_norm_1: tensor(448.3968, device='cuda:0') (tensor(220.7883, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.462 (0.3873754824240377) | > loader_time: 0.0064 (0.004435126237043244)  --> TIME: 2024-06-11 23:41:50 -- STEP: 279/330 -- GLOBAL_STEP: 330500 | > loss_disc: 2.4509224891662598 (2.3677982651631884) | > loss_disc_real_0: 0.2005392611026764 (0.11887256858543256) | > loss_disc_real_1: 0.1770039051771164 (0.1984252180890798) | > loss_disc_real_2: 0.2241404503583908 (0.21124362384760254) | > loss_disc_real_3: 0.2277446687221527 (0.2294017253276695) | > loss_disc_real_4: 0.24630476534366608 (0.23148685886013892) | > loss_disc_real_5: 0.2271316796541214 (0.22188047327662028) | > loss_0: 2.4509224891662598 (2.3677982651631884) | > grad_norm_0: tensor(55.5928, device='cuda:0') (tensor(20.9023, device='cuda:0')) | > loss_gen: 2.553269863128662 (2.482716686836707) | > loss_kl: 1.9984179735183716 (2.0127155357791557) | > loss_feat: 7.138301372528076 (6.977608238069816) | > loss_mel: 17.377281188964844 (17.209665561662366) | > loss_duration: 2.125689744949341 (2.0421028056025072) | > loss_1: 31.192960739135742 (30.724808826241443) | > grad_norm_1: tensor(164.3100, device='cuda:0') (tensor(239.1194, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.4434 (0.3921326189485502) | > loader_time: 0.0069 (0.004600007046935376) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_330500.pth  --> TIME: 2024-06-11 23:42:06 -- STEP: 304/330 -- GLOBAL_STEP: 330525 | > loss_disc: 2.555814743041992 (2.3728229317225895) | > loss_disc_real_0: 0.28175392746925354 (0.12099081024184431) | > loss_disc_real_1: 0.24310411512851715 (0.1990210009052565) | > loss_disc_real_2: 0.18693597614765167 (0.21180353906789903) | > loss_disc_real_3: 0.2612817883491516 (0.2297251831838175) | > loss_disc_real_4: 0.24742913246154785 (0.23111060266628078) | > loss_disc_real_5: 0.24087828397750854 (0.22120878850354955) | > loss_0: 2.555814743041992 (2.3728229317225895) | > grad_norm_0: tensor(53.9994, device='cuda:0') (tensor(23.4010, device='cuda:0')) | > loss_gen: 2.7549009323120117 (2.4842017763539364) | > loss_kl: 2.1216843128204346 (2.0183659780182346) | > loss_feat: 7.483039855957031 (6.998993749681275) | > loss_mel: 16.904857635498047 (17.176355860735253) | > loss_duration: 2.1905226707458496 (2.0528384960795694) | > loss_1: 31.455007553100586 (30.73075586871097) | > grad_norm_1: tensor(740.0272, device='cuda:0') (tensor(261.7096, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 0.4749 (0.39945274513018747) | > loader_time: 0.0072 (0.004796792017786124)  --> TIME: 2024-06-11 23:42:35 -- STEP: 329/330 -- GLOBAL_STEP: 330550 | > loss_disc: 2.635960817337036 (2.377443575931537) | > loss_disc_real_0: 0.1660969853401184 (0.1225247209987923) | > loss_disc_real_1: 0.30336794257164 (0.19943738264515773) | > loss_disc_real_2: 0.24358221888542175 (0.21205097137975845) | > loss_disc_real_3: 0.28162822127342224 (0.22984505804838742) | > loss_disc_real_4: 0.2522532343864441 (0.231281834532787) | > loss_disc_real_5: 0.21167592704296112 (0.22133083215781615) | > loss_0: 2.635960817337036 (2.377443575931537) | > grad_norm_0: tensor(12.2669, device='cuda:0') (tensor(23.6184, device='cuda:0')) | > loss_gen: 2.47348952293396 (2.4799789462046067) | > loss_kl: 2.2592649459838867 (2.027006686277303) | > loss_feat: 10.387560844421387 (7.068605994018743) | > loss_mel: 17.831775665283203 (17.14263107276616) | > loss_duration: 2.2950868606567383 (2.0673961099520266) | > loss_1: 35.24717712402344 (30.785618784942162) | > grad_norm_1: tensor(80.5003, device='cuda:0') (tensor(270.5336, device='cuda:0')) | > current_lr_0: 0.00018246559445127657 | > current_lr_1: 0.00018246559445127657 | > step_time: 14.2177 (0.45441241757123285) | > loader_time: 0.0328 (0.0052228763835408375)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.575218677520752 (2.575218677520752) | > loss_disc_real_0: 0.2247677743434906 (0.2247677743434906) | > loss_disc_real_1: 0.2037329524755478 (0.2037329524755478) | > loss_disc_real_2: 0.32772958278656006 (0.32772958278656006) | > loss_disc_real_3: 0.2879142761230469 (0.2879142761230469) | > loss_disc_real_4: 0.30732089281082153 (0.30732089281082153) | > loss_disc_real_5: 0.25085875391960144 (0.25085875391960144) | > loss_0: 2.575218677520752 (2.575218677520752) | > loss_gen: 2.562934398651123 (2.562934398651123) | > loss_kl: 2.2357864379882812 (2.2357864379882812) | > loss_feat: 4.853346824645996 (4.853346824645996) | > loss_mel: 15.733304023742676 (15.733304023742676) | > loss_duration: 3.024665355682373 (3.024665355682373) | > loss_1: 28.410037994384766 (28.410037994384766)  --> STEP: 1 | > loss_disc: 2.203481435775757 (2.203481435775757) | > loss_disc_real_0: 0.09728747606277466 (0.09728747606277466) | > loss_disc_real_1: 0.17264460027217865 (0.17264460027217865) | > loss_disc_real_2: 0.14475369453430176 (0.14475369453430176) | > loss_disc_real_3: 0.28528836369514465 (0.28528836369514465) | > loss_disc_real_4: 0.32251471281051636 (0.32251471281051636) | > loss_disc_real_5: 0.27398213744163513 (0.27398213744163513) | > loss_0: 2.203481435775757 (2.203481435775757) | > loss_gen: 2.816845178604126 (2.816845178604126) | > loss_kl: 2.8545000553131104 (2.8545000553131104) | > loss_feat: 7.683382987976074 (7.683382987976074) | > loss_mel: 17.90228271484375 (17.90228271484375) | > loss_duration: 2.371368646621704 (2.371368646621704) | > loss_1: 33.628379821777344 (33.628379821777344)  --> STEP: 2 | > loss_disc: 2.2226152420043945 (2.2130483388900757) | > loss_disc_real_0: 0.1806134730577469 (0.13895047456026077) | > loss_disc_real_1: 0.2545890510082245 (0.21361682564020157) | > loss_disc_real_2: 0.18450409173965454 (0.16462889313697815) | > loss_disc_real_3: 0.22638365626335144 (0.25583600997924805) | > loss_disc_real_4: 0.2436138391494751 (0.2830642759799957) | > loss_disc_real_5: 0.241243377327919 (0.25761275738477707) | > loss_0: 2.2226152420043945 (2.2130483388900757) | > loss_gen: 2.8097453117370605 (2.8132952451705933) | > loss_kl: 2.92541766166687 (2.8899588584899902) | > loss_feat: 5.767980575561523 (6.725681781768799) | > loss_mel: 18.89624786376953 (18.39926528930664) | > loss_duration: 2.4668707847595215 (2.419119715690613) | > loss_1: 32.86626052856445 (33.2473201751709)  --> STEP: 3 | > loss_disc: 2.183065891265869 (2.203054189682007) | > loss_disc_real_0: 0.1540716290473938 (0.14399085938930511) | > loss_disc_real_1: 0.21995171904563904 (0.21572845677534738) | > loss_disc_real_2: 0.16851550340652466 (0.16592442989349365) | > loss_disc_real_3: 0.264588326215744 (0.2587534487247467) | > loss_disc_real_4: 0.2656416594982147 (0.2772567371527354) | > loss_disc_real_5: 0.25166046619415283 (0.25562866032123566) | > loss_0: 2.183065891265869 (2.203054189682007) | > loss_gen: 2.9328086376190186 (2.853133042653402) | > loss_kl: 3.5386364459991455 (3.106184720993042) | > loss_feat: 7.660954475402832 (7.037439346313477) | > loss_mel: 16.326940536499023 (17.7084903717041) | > loss_duration: 2.3410305976867676 (2.393090009689331) | > loss_1: 32.80036926269531 (33.09833653767904)  --> STEP: 4 | > loss_disc: 2.4264538288116455 (2.2589040994644165) | > loss_disc_real_0: 0.12296401709318161 (0.13873414881527424) | > loss_disc_real_1: 0.2186986804008484 (0.21647101268172264) | > loss_disc_real_2: 0.2415710985660553 (0.18483609706163406) | > loss_disc_real_3: 0.2624201476573944 (0.25967012345790863) | > loss_disc_real_4: 0.2631560266017914 (0.2737315595149994) | > loss_disc_real_5: 0.19869671761989594 (0.24139567464590073) | > loss_0: 2.4264538288116455 (2.2589040994644165) | > loss_gen: 2.2999517917633057 (2.7148377299308777) | > loss_kl: 3.317018508911133 (3.1588931679725647) | > loss_feat: 5.027595520019531 (6.53497838973999) | > loss_mel: 19.037046432495117 (18.040629386901855) | > loss_duration: 2.381357192993164 (2.3901568055152893) | > loss_1: 32.06296920776367 (32.839494705200195)  --> STEP: 5 | > loss_disc: 2.4234766960144043 (2.291818618774414) | > loss_disc_real_0: 0.15302370488643646 (0.1415920600295067) | > loss_disc_real_1: 0.19069765508174896 (0.2113163411617279) | > loss_disc_real_2: 0.2275242954492569 (0.19337373673915864) | > loss_disc_real_3: 0.2944044768810272 (0.26661699414253237) | > loss_disc_real_4: 0.29571306705474854 (0.27812786102294923) | > loss_disc_real_5: 0.273470014333725 (0.24781054258346558) | > loss_0: 2.4234766960144043 (2.291818618774414) | > loss_gen: 2.509141683578491 (2.6736985206604005) | > loss_kl: 3.2287776470184326 (3.172870063781738) | > loss_feat: 5.623751640319824 (6.352733039855957) | > loss_mel: 18.788881301879883 (18.19027976989746) | > loss_duration: 2.382840633392334 (2.3886935710906982) | > loss_1: 32.53339385986328 (32.77827453613281)  --> STEP: 6 | > loss_disc: 2.4409475326538086 (2.316673437754313) | > loss_disc_real_0: 0.16367554664611816 (0.14527264113227525) | > loss_disc_real_1: 0.1791706085205078 (0.20595871905485788) | > loss_disc_real_2: 0.2422151118516922 (0.2015139659245809) | > loss_disc_real_3: 0.2887684106826782 (0.2703088968992233) | > loss_disc_real_4: 0.3031492531299591 (0.2822980930407842) | > loss_disc_real_5: 0.278909832239151 (0.25299375752607983) | > loss_0: 2.4409475326538086 (2.316673437754313) | > loss_gen: 2.5901241302490234 (2.6597694555918374) | > loss_kl: 3.1920487880706787 (3.176066517829895) | > loss_feat: 5.107333183288574 (6.145166397094727) | > loss_mel: 17.95478630065918 (18.151030858357746) | > loss_duration: 2.199775218963623 (2.357207179069519) | > loss_1: 31.044069290161133 (32.48924032847086)  --> STEP: 7 | > loss_disc: 2.4182045459747314 (2.3311778817858015) | > loss_disc_real_0: 0.17525580525398254 (0.14955595029251917) | > loss_disc_real_1: 0.20972542464733124 (0.20649681985378265) | > loss_disc_real_2: 0.296945720911026 (0.21514707377978734) | > loss_disc_real_3: 0.26863598823547363 (0.2700699099472591) | > loss_disc_real_4: 0.2354268878698349 (0.27560220658779144) | > loss_disc_real_5: 0.19727958738803864 (0.2450345903635025) | > loss_0: 2.4182045459747314 (2.3311778817858015) | > loss_gen: 2.490781784057617 (2.6356283596583774) | > loss_kl: 4.618969440460205 (3.3821955067770824) | > loss_feat: 6.293552398681641 (6.166364397321429) | > loss_mel: 17.233097076416016 (18.0198974609375) | > loss_duration: 2.556833267211914 (2.38572519166129) | > loss_1: 33.193233489990234 (32.58981078011649)  --> STEP: 8 | > loss_disc: 2.373143434524536 (2.3364235758781433) | > loss_disc_real_0: 0.11501888185739517 (0.14523881673812866) | > loss_disc_real_1: 0.1778002381324768 (0.20290974713861942) | > loss_disc_real_2: 0.23491643369197845 (0.21761824376881123) | > loss_disc_real_3: 0.3068729043006897 (0.2746702842414379) | > loss_disc_real_4: 0.2701026201248169 (0.2749147582799196) | > loss_disc_real_5: 0.26173490285873413 (0.24712212942540646) | > loss_0: 2.373143434524536 (2.3364235758781433) | > loss_gen: 2.525763988494873 (2.6218953132629395) | > loss_kl: 3.45827579498291 (3.3917055428028107) | > loss_feat: 9.483611106872559 (6.58102023601532) | > loss_mel: 18.45806884765625 (18.074668884277344) | > loss_duration: 2.285067558288574 (2.3731429874897003) | > loss_1: 36.21078872680664 (33.04243302345276)  --> STEP: 9 | > loss_disc: 2.374443769454956 (2.3406480418311224) | > loss_disc_real_0: 0.11617307364940643 (0.14200928972827065) | > loss_disc_real_1: 0.2561474144458771 (0.2088250435060925) | > loss_disc_real_2: 0.21941806375980377 (0.2178182237678104) | > loss_disc_real_3: 0.28715890645980835 (0.276057908932368) | > loss_disc_real_4: 0.3000684678554535 (0.27770961489942336) | > loss_disc_real_5: 0.23844754695892334 (0.24615828692913055) | > loss_0: 2.374443769454956 (2.3406480418311224) | > loss_gen: 2.5902209281921387 (2.6183759371439614) | > loss_kl: 3.0171029567718506 (3.350083033243815) | > loss_feat: 8.79193115234375 (6.826677004496257) | > loss_mel: 19.2169246673584 (18.20158619350857) | > loss_duration: 2.185323715209961 (2.352274179458618) | > loss_1: 35.80150604248047 (33.34899669223361)  --> STEP: 10 | > loss_disc: 2.061452627182007 (2.312728500366211) | > loss_disc_real_0: 0.0655590370297432 (0.1343642644584179) | > loss_disc_real_1: 0.18491427600383759 (0.206433966755867) | > loss_disc_real_2: 0.23599039018154144 (0.2196354404091835) | > loss_disc_real_3: 0.2543467879295349 (0.27388679683208467) | > loss_disc_real_4: 0.21620284020900726 (0.2715589374303818) | > loss_disc_real_5: 0.2579553723335266 (0.24733799546957017) | > loss_0: 2.061452627182007 (2.312728500366211) | > loss_gen: 2.9444258213043213 (2.6509809255599976) | > loss_kl: 3.0875537395477295 (3.3238301038742066) | > loss_feat: 7.019144058227539 (6.845923709869385) | > loss_mel: 17.49648094177246 (18.13107566833496) | > loss_duration: 2.3140459060668945 (2.348451352119446) | > loss_1: 32.86165237426758 (33.30026226043701)  --> STEP: 11 | > loss_disc: 2.556537628173828 (2.3348929665305396) | > loss_disc_real_0: 0.09906002879142761 (0.1311547884886915) | > loss_disc_real_1: 0.19680000841617584 (0.20555815236134964) | > loss_disc_real_2: 0.27510297298431396 (0.224677943370559) | > loss_disc_real_3: 0.30169060826301575 (0.27641441605307837) | > loss_disc_real_4: 0.3028522729873657 (0.2744037861173803) | > loss_disc_real_5: 0.21208824217319489 (0.24413347244262695) | > loss_0: 2.556537628173828 (2.3348929665305396) | > loss_gen: 2.2461016178131104 (2.614173715764826) | > loss_kl: 3.7938714027404785 (3.3665611310438677) | > loss_feat: 4.605266571044922 (6.642227606339888) | > loss_mel: 14.369665145874023 (17.78912925720215) | > loss_duration: 2.4845852851867676 (2.360827164216475) | > loss_1: 27.499488830566406 (32.77291922135787)  --> STEP: 12 | > loss_disc: 2.4163529872894287 (2.34168130159378) | > loss_disc_real_0: 0.12362025678157806 (0.13052691084643206) | > loss_disc_real_1: 0.3067370653152466 (0.21398972844084105) | > loss_disc_real_2: 0.32894501090049744 (0.23336686566472054) | > loss_disc_real_3: 0.2856546640396118 (0.27718443671862286) | > loss_disc_real_4: 0.2572343349456787 (0.2729729985197385) | > loss_disc_real_5: 0.245538592338562 (0.2442505657672882) | > loss_0: 2.4163529872894287 (2.34168130159378) | > loss_gen: 2.697369337081909 (2.6211066842079163) | > loss_kl: 3.1083948612213135 (3.3450472752253213) | > loss_feat: 5.773406505584717 (6.569825847943624) | > loss_mel: 16.478750228881836 (17.67993100484212) | > loss_duration: 2.254809856414795 (2.351992388566335) | > loss_1: 30.31273078918457 (32.56790351867676)  --> STEP: 13 | > loss_disc: 2.34971022605896 (2.3422989111680246) | > loss_disc_real_0: 0.09138579666614532 (0.12751605590948692) | > loss_disc_real_1: 0.22765707969665527 (0.21504106315282676) | > loss_disc_real_2: 0.26041117310523987 (0.23544719700629896) | > loss_disc_real_3: 0.3159525990486145 (0.2801666030516991) | > loss_disc_real_4: 0.24147015810012817 (0.27054970310284543) | > loss_disc_real_5: 0.24590705335140228 (0.24437798788914314) | > loss_0: 2.34971022605896 (2.3422989111680246) | > loss_gen: 2.5256083011627197 (2.6137606547429013) | > loss_kl: 3.2186439037323 (3.3353239389566274) | > loss_feat: 4.771402359008789 (6.431485579564021) | > loss_mel: 14.07387638092041 (17.402542187617374) | > loss_duration: 2.29056978225708 (2.3472675726963925) | > loss_1: 26.88010025024414 (32.130380190335785)  --> STEP: 14 | > loss_disc: 2.515125274658203 (2.354643651417323) | > loss_disc_real_0: 0.13191469013690948 (0.12783024406858853) | > loss_disc_real_1: 0.1696777045726776 (0.21180082325424468) | > loss_disc_real_2: 0.20299480855464935 (0.23312916925975255) | > loss_disc_real_3: 0.23428894579410553 (0.27688962753329954) | > loss_disc_real_4: 0.31649160385131836 (0.2738312674420221) | > loss_disc_real_5: 0.20723223686218262 (0.24172471995864594) | > loss_0: 2.515125274658203 (2.354643651417323) | > loss_gen: 2.2455570697784424 (2.5874603986740112) | > loss_kl: 3.257633924484253 (3.329774652208601) | > loss_feat: 7.79423713684082 (6.528824976512364) | > loss_mel: 18.720327377319336 (17.496669701167516) | > loss_duration: 2.477205276489258 (2.3565488372530257) | > loss_1: 34.494956970214844 (32.29927853175572)  --> STEP: 15 | > loss_disc: 2.5260989665985107 (2.3660740057627354) | > loss_disc_real_0: 0.1425170600414276 (0.12880936513344446) | > loss_disc_real_1: 0.14273788034915924 (0.20719662706057232) | > loss_disc_real_2: 0.2553475499153137 (0.23461039463678995) | > loss_disc_real_3: 0.30048060417175293 (0.2784623593091965) | > loss_disc_real_4: 0.2328958660364151 (0.27110224068164823) | > loss_disc_real_5: 0.25941234827041626 (0.24290389517943065) | > loss_0: 2.5260989665985107 (2.3660740057627354) | > loss_gen: 2.2342119216918945 (2.5639105002085367) | > loss_kl: 3.584351062774658 (3.3467464129130047) | > loss_feat: 9.077420234680176 (6.698731327056885) | > loss_mel: 16.896453857421875 (17.456655311584473) | > loss_duration: 2.4156432151794434 (2.36048846244812) | > loss_1: 34.20808029174805 (32.42653198242188)  --> STEP: 16 | > loss_disc: 2.332730293273926 (2.363990023732185) | > loss_disc_real_0: 0.17116746306419373 (0.1314567462541163) | > loss_disc_real_1: 0.18392136693000793 (0.20574192330241203) | > loss_disc_real_2: 0.28032371401786804 (0.23746747709810734) | > loss_disc_real_3: 0.2757370173931122 (0.2782920254394412) | > loss_disc_real_4: 0.2512624263763428 (0.26986225228756666) | > loss_disc_real_5: 0.20077203214168549 (0.24027065373957157) | > loss_0: 2.332730293273926 (2.363990023732185) | > loss_gen: 2.5388314723968506 (2.5623430609703064) | > loss_kl: 2.8816041946411133 (3.3176750242710114) | > loss_feat: 6.068087100982666 (6.659316062927246) | > loss_mel: 16.167518615722656 (17.37608426809311) | > loss_duration: 2.4183804988861084 (2.3641067147254944) | > loss_1: 30.07442283630371 (32.27952516078949)  --> STEP: 17 | > loss_disc: 2.5859527587890625 (2.3770466552061187) | > loss_disc_real_0: 0.30157142877578735 (0.14146349228480282) | > loss_disc_real_1: 0.1895741969347 (0.20479088057489955) | > loss_disc_real_2: 0.2068326324224472 (0.2356654274113038) | > loss_disc_real_3: 0.3015112280845642 (0.27965786088915434) | > loss_disc_real_4: 0.2939714193344116 (0.2712804385844399) | > loss_disc_real_5: 0.3551921248435974 (0.2470307402751025) | > loss_0: 2.5859527587890625 (2.3770466552061187) | > loss_gen: 2.6403486728668213 (2.566931626375984) | > loss_kl: 2.209068536758423 (3.2524628779467415) | > loss_feat: 5.8376874923706055 (6.610984970541561) | > loss_mel: 17.56932258605957 (17.38745122797349) | > loss_duration: 2.4308013916015625 (2.368029931012322) | > loss_1: 30.687227249145508 (32.18586057775161)  --> STEP: 18 | > loss_disc: 2.4481844902038574 (2.3809987571504374) | > loss_disc_real_0: 0.10050566494464874 (0.13918805743257204) | > loss_disc_real_1: 0.17517584562301636 (0.2031456008553505) | > loss_disc_real_2: 0.22289074957370758 (0.2349557230869929) | > loss_disc_real_3: 0.27058228850364685 (0.2791536624232928) | > loss_disc_real_4: 0.2649993300437927 (0.2709314881099595) | > loss_disc_real_5: 0.22795423865318298 (0.2459709346294403) | > loss_0: 2.4481844902038574 (2.3809987571504374) | > loss_gen: 2.2799105644226074 (2.5509860118230185) | > loss_kl: 3.354501724243164 (3.2581317027409873) | > loss_feat: 5.600421905517578 (6.554842578040229) | > loss_mel: 16.667621612548828 (17.34746069378323) | > loss_duration: 2.260653018951416 (2.3620645470089383) | > loss_1: 30.163108825683594 (32.0734854804145)  --> STEP: 19 | > loss_disc: 2.639008045196533 (2.39457819336339) | > loss_disc_real_0: 0.22426006197929382 (0.14366553135608373) | > loss_disc_real_1: 0.2917175889015198 (0.20780728443672783) | > loss_disc_real_2: 0.31328335404396057 (0.23907822997946487) | > loss_disc_real_3: 0.31606525182724 (0.2810963776550795) | > loss_disc_real_4: 0.30625489354133606 (0.27279061471161087) | > loss_disc_real_5: 0.25393345952033997 (0.24639001488685608) | > loss_0: 2.639008045196533 (2.39457819336339) | > loss_gen: 2.698169708251953 (2.5587325221613835) | > loss_kl: 2.5742154121398926 (3.2221361084988245) | > loss_feat: 7.9129252433776855 (6.62632061305799) | > loss_mel: 16.1700496673584 (17.28549169239245) | > loss_duration: 2.3813066482543945 (2.363077289179752) | > loss_1: 31.73666763305664 (32.0557582252904)  --> STEP: 20 | > loss_disc: 2.2457098960876465 (2.3871347784996026) | > loss_disc_real_0: 0.059648625552654266 (0.13946468606591225) | > loss_disc_real_1: 0.145298033952713 (0.2046818219125271) | > loss_disc_real_2: 0.3121504485607147 (0.24273184090852737) | > loss_disc_real_3: 0.25625136494636536 (0.2798541270196438) | > loss_disc_real_4: 0.1772100180387497 (0.2680115848779678) | > loss_disc_real_5: 0.20277734100818634 (0.2442093811929226) | > loss_0: 2.2457098960876465 (2.3871347784996026) | > loss_gen: 2.493565320968628 (2.5554741621017456) | > loss_kl: 2.5991275310516357 (3.1909856796264653) | > loss_feat: 8.833934783935547 (6.736701321601868) | > loss_mel: 19.942216873168945 (17.418327951431277) | > loss_duration: 2.300520420074463 (2.3599494457244874) | > loss_1: 36.16936492919922 (32.26143856048584)  --> STEP: 21 | > loss_disc: 2.382507801055908 (2.386914446240379) | > loss_disc_real_0: 0.22992457449436188 (0.14377229980060033) | > loss_disc_real_1: 0.18314650654792786 (0.20365633070468903) | > loss_disc_real_2: 0.21206369996070862 (0.24127145324434554) | > loss_disc_real_3: 0.28139907121658325 (0.27992769579092663) | > loss_disc_real_4: 0.19979481399059296 (0.2647631672166642) | > loss_disc_real_5: 0.2675583064556122 (0.2453212347768602) | > loss_0: 2.382507801055908 (2.386914446240379) | > loss_gen: 2.5920119285583496 (2.5572140557425365) | > loss_kl: 3.489867687225342 (3.2052181561787925) | > loss_feat: 5.842252254486084 (6.694108508882069) | > loss_mel: 15.693107604980469 (17.336174601600288) | > loss_duration: 2.1423251628875732 (2.349586384637015) | > loss_1: 29.759563446044922 (32.14230165027437)  --> STEP: 22 | > loss_disc: 2.6397058963775635 (2.39840496670116) | > loss_disc_real_0: 0.1369961053133011 (0.14346429096026855) | > loss_disc_real_1: 0.1631973683834076 (0.2018172869628126) | > loss_disc_real_2: 0.31694892048835754 (0.24471133811907333) | > loss_disc_real_3: 0.2510223090648651 (0.2786138145761056) | > loss_disc_real_4: 0.2413632869720459 (0.2636995362964543) | > loss_disc_real_5: 0.301117867231369 (0.24785744534297424) | > loss_0: 2.6397058963775635 (2.39840496670116) | > loss_gen: 2.1787667274475098 (2.540011904456399) | > loss_kl: 2.4926109313964844 (3.1728269186886875) | > loss_feat: 6.3512091636657715 (6.678522175008601) | > loss_mel: 17.879362106323242 (17.360864942724056) | > loss_duration: 2.2247185707092285 (2.343910574913025) | > loss_1: 31.126667022705078 (32.09613643993031)  --> STEP: 23 | > loss_disc: 2.5112192630767822 (2.403309936108796) | > loss_disc_real_0: 0.18801580369472504 (0.145401313253071) | > loss_disc_real_1: 0.22947052121162415 (0.20301960149536963) | > loss_disc_real_2: 0.23847603797912598 (0.24444023811298868) | > loss_disc_real_3: 0.33016860485076904 (0.28085532719674317) | > loss_disc_real_4: 0.2862606644630432 (0.26468045491239295) | > loss_disc_real_5: 0.2385488599538803 (0.24745272423910059) | > loss_0: 2.5112192630767822 (2.403309936108796) | > loss_gen: 2.475515842437744 (2.537207727846892) | > loss_kl: 2.807847499847412 (3.156958248304284) | > loss_feat: 8.136932373046875 (6.741931314053743) | > loss_mel: 14.94405460357666 (17.255786232326344) | > loss_duration: 2.3067808151245117 (2.3422962375309155) | > loss_1: 30.671131134033203 (32.03417968750001)  --> STEP: 24 | > loss_disc: 2.5430846214294434 (2.4091338813304897) | > loss_disc_real_0: 0.1667267382144928 (0.1462898726264636) | > loss_disc_real_1: 0.26118651032447815 (0.20544322269658247) | > loss_disc_real_2: 0.2366287261247635 (0.24411475844681263) | > loss_disc_real_3: 0.33050382137298584 (0.2829240144540866) | > loss_disc_real_4: 0.3090223968029022 (0.2665280358244975) | > loss_disc_real_5: 0.2751308083534241 (0.24860597774386406) | > loss_0: 2.5430846214294434 (2.4091338813304897) | > loss_gen: 2.5788276195526123 (2.538941890001297) | > loss_kl: 2.8191325664520264 (3.1428821782271066) | > loss_feat: 6.895720481872559 (6.748339196046193) | > loss_mel: 18.46788787841797 (17.306290467580162) | > loss_duration: 2.411755323410034 (2.3451903661092124) | > loss_1: 33.17332458496094 (32.081644058227546)  --> STEP: 25 | > loss_disc: 2.647606134414673 (2.4186727714538567) | > loss_disc_real_0: 0.2010948359966278 (0.14848207116127016) | > loss_disc_real_1: 0.23329007625579834 (0.2065570968389511) | > loss_disc_real_2: 0.32299917936325073 (0.24727013528347017) | > loss_disc_real_3: 0.2679617702960968 (0.282325524687767) | > loss_disc_real_4: 0.3183208107948303 (0.26859974682331084) | > loss_disc_real_5: 0.23425978422164917 (0.24803213000297547) | > loss_0: 2.647606134414673 (2.4186727714538567) | > loss_gen: 2.5245139598846436 (2.5383647727966308) | > loss_kl: 3.0093915462493896 (3.137542552947998) | > loss_feat: 6.058681964874268 (6.720752906799317) | > loss_mel: 15.025975227355957 (17.215077857971195) | > loss_duration: 2.4482483863830566 (2.349312686920166) | > loss_1: 29.066808700561523 (31.961050643920906)  --> STEP: 26 | > loss_disc: 3.500322103500366 (2.460274668840261) | > loss_disc_real_0: 0.680027425289154 (0.16892612324311182) | > loss_disc_real_1: 0.19255949556827545 (0.20601872755930975) | > loss_disc_real_2: 0.10916998237371445 (0.24195859094078725) | > loss_disc_real_3: 0.1685275435447693 (0.27794867925919015) | > loss_disc_real_4: 0.3757885992527008 (0.272722394993672) | > loss_disc_real_5: 0.16814489662647247 (0.24495954410387918) | > loss_0: 3.500322103500366 (2.460274668840261) | > loss_gen: 2.084064483642578 (2.520891684752244) | > loss_kl: 2.3642752170562744 (3.1078015015675473) | > loss_feat: 19.58749008178711 (7.215627413529616) | > loss_mel: 18.563535690307617 (17.266941620753364) | > loss_duration: 2.2749381065368652 (2.346452126136193) | > loss_1: 44.87430191040039 (32.45771415417012) --> EVAL PERFORMANCE | > avg_loader_time: 0.002431640258202186 (+5.7367178109975995e-05) | > avg_loss_disc: 2.460274668840261 (-0.03623514909010783) | > avg_loss_disc_real_0: 0.16892612324311182 (-0.02958578444444218) | > avg_loss_disc_real_1: 0.20601872755930975 (-0.0003731253628547204) | > avg_loss_disc_real_2: 0.24195859094078725 (-0.05660682200239242) | > avg_loss_disc_real_3: 0.27794867925919015 (-0.009610192706951792) | > avg_loss_disc_real_4: 0.272722394993672 (+0.03256302154981175) | > avg_loss_disc_real_5: 0.24495954410387918 (-0.006907957677657811) | > avg_loss_0: 2.460274668840261 (-0.03623514909010783) | > avg_loss_gen: 2.520891684752244 (-0.11656975746154785) | > avg_loss_kl: 3.1078015015675473 (+0.12841972479453467) | > avg_loss_feat: 7.215627413529616 (+0.5210999984007616) | > avg_loss_mel: 17.266941620753364 (-0.1195073127746582) | > avg_loss_duration: 2.346452126136193 (-0.004426405980036741) | > avg_loss_1: 32.45771415417012 (+0.40901682927060534)  > EPOCH: 735/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:42:41)   --> TIME: 2024-06-11 23:42:51 -- STEP: 24/330 -- GLOBAL_STEP: 330575 | > loss_disc: 2.306588649749756 (2.3199175298213963) | > loss_disc_real_0: 0.09658097475767136 (0.1005914860094587) | > loss_disc_real_1: 0.19168122112751007 (0.1921880537023147) | > loss_disc_real_2: 0.19499753415584564 (0.2077160906046629) | > loss_disc_real_3: 0.2462911605834961 (0.230303638925155) | > loss_disc_real_4: 0.2608238756656647 (0.23403176727394262) | > loss_disc_real_5: 0.23141345381736755 (0.2261342549075683) | > loss_0: 2.306588649749756 (2.3199175298213963) | > grad_norm_0: tensor(5.6991, device='cuda:0') (tensor(8.7565, device='cuda:0')) | > loss_gen: 2.545940399169922 (2.490317781766256) | > loss_kl: 2.021977663040161 (1.908180132508278) | > loss_feat: 7.563416481018066 (6.934919357299805) | > loss_mel: 16.527067184448242 (17.48517910639445) | > loss_duration: 1.9249529838562012 (2.030267904202143) | > loss_1: 30.583354949951172 (30.848864475886028) | > grad_norm_1: tensor(72.0558, device='cuda:0') (tensor(117.6780, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3609 (0.3655269742012024) | > loader_time: 0.003 (0.0032118956247965493)  --> TIME: 2024-06-11 23:43:00 -- STEP: 49/330 -- GLOBAL_STEP: 330600 | > loss_disc: 2.3159189224243164 (2.3513667729436136) | > loss_disc_real_0: 0.09265341609716415 (0.10598477249851032) | > loss_disc_real_1: 0.1695040613412857 (0.19480974485679547) | > loss_disc_real_2: 0.19678086042404175 (0.20923915718282973) | > loss_disc_real_3: 0.22275735437870026 (0.2301835572841216) | > loss_disc_real_4: 0.2365005910396576 (0.234588623959191) | > loss_disc_real_5: 0.1881210058927536 (0.22526288579921333) | > loss_0: 2.3159189224243164 (2.3513667729436136) | > grad_norm_0: tensor(9.3945, device='cuda:0') (tensor(8.7057, device='cuda:0')) | > loss_gen: 2.445279598236084 (2.4731131475798938) | > loss_kl: 1.9344655275344849 (1.942205733182479) | > loss_feat: 6.605109691619873 (6.912628222484978) | > loss_mel: 17.015750885009766 (17.42165320260185) | > loss_duration: 1.9205949306488037 (1.9982567028123501) | > loss_1: 29.921201705932617 (30.74785703542281) | > grad_norm_1: tensor(70.0951, device='cuda:0') (tensor(104.6034, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3723 (0.36469169052279726) | > loader_time: 0.0034 (0.0033222899145009567)  --> TIME: 2024-06-11 23:43:09 -- STEP: 74/330 -- GLOBAL_STEP: 330625 | > loss_disc: 2.247288703918457 (2.3428402655833467) | > loss_disc_real_0: 0.10484883189201355 (0.10782168624368871) | > loss_disc_real_1: 0.16107048094272614 (0.19363112828216034) | > loss_disc_real_2: 0.17394515872001648 (0.20812332891934626) | > loss_disc_real_3: 0.20913371443748474 (0.22823760396725423) | > loss_disc_real_4: 0.21677032113075256 (0.23369565022152824) | > loss_disc_real_5: 0.19816169142723083 (0.22394226813638532) | > loss_0: 2.247288703918457 (2.3428402655833467) | > grad_norm_0: tensor(12.2471, device='cuda:0') (tensor(8.2265, device='cuda:0')) | > loss_gen: 2.457818031311035 (2.4740028510222563) | > loss_kl: 1.980172038078308 (1.9533026008992582) | > loss_feat: 7.117988586425781 (6.936762706653492) | > loss_mel: 17.245330810546875 (17.37149255340164) | > loss_duration: 1.9260766506195068 (1.989057267034376) | > loss_1: 30.727384567260742 (30.724617854968923) | > grad_norm_1: tensor(70.5923, device='cuda:0') (tensor(93.2524, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3754 (0.36616476484247157) | > loader_time: 0.0037 (0.003462282386985984)  --> TIME: 2024-06-11 23:43:19 -- STEP: 99/330 -- GLOBAL_STEP: 330650 | > loss_disc: 2.34045147895813 (2.3464662065409643) | > loss_disc_real_0: 0.10843178629875183 (0.11076406984016147) | > loss_disc_real_1: 0.2074832171201706 (0.19415328192590464) | > loss_disc_real_2: 0.1864408552646637 (0.20819662089901741) | > loss_disc_real_3: 0.23877684772014618 (0.22875852461415108) | > loss_disc_real_4: 0.20211239159107208 (0.23266052055840541) | > loss_disc_real_5: 0.2217867374420166 (0.22387079458044032) | > loss_0: 2.34045147895813 (2.3464662065409643) | > grad_norm_0: tensor(3.6739, device='cuda:0') (tensor(8.1628, device='cuda:0')) | > loss_gen: 2.4427270889282227 (2.4725870532218845) | > loss_kl: 1.8058927059173584 (1.9579356499392577) | > loss_feat: 7.196474552154541 (6.944971667395698) | > loss_mel: 18.092512130737305 (17.360939440101088) | > loss_duration: 2.0155696868896484 (1.9905899064709442) | > loss_1: 31.55317497253418 (30.72702365451389) | > grad_norm_1: tensor(33.8256, device='cuda:0') (tensor(93.6075, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3711 (0.36758089306378605) | > loader_time: 0.0046 (0.003583185600511955)  --> TIME: 2024-06-11 23:43:29 -- STEP: 124/330 -- GLOBAL_STEP: 330675 | > loss_disc: 2.4733400344848633 (2.3518593042127542) | > loss_disc_real_0: 0.1032738983631134 (0.11139852012838085) | > loss_disc_real_1: 0.20370563864707947 (0.19419327342221815) | > loss_disc_real_2: 0.2235846072435379 (0.2078995847653958) | > loss_disc_real_3: 0.22576269507408142 (0.22894186790912383) | > loss_disc_real_4: 0.20166094601154327 (0.23182557078619156) | > loss_disc_real_5: 0.21611161530017853 (0.22376681467698467) | > loss_0: 2.4733400344848633 (2.3518593042127542) | > grad_norm_0: tensor(7.4144, device='cuda:0') (tensor(8.2654, device='cuda:0')) | > loss_gen: 2.5130317211151123 (2.4740259801187814) | > loss_kl: 2.112081289291382 (1.9677656360210911) | > loss_feat: 6.949390411376953 (6.930815431379503) | > loss_mel: 17.70509910583496 (17.368289709091194) | > loss_duration: 2.017277479171753 (1.9946620156688075) | > loss_1: 31.296878814697266 (30.73555875593616) | > grad_norm_1: tensor(130.4323, device='cuda:0') (tensor(91.8709, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3682 (0.3727125640838377) | > loader_time: 0.0052 (0.003702307901074809)  --> TIME: 2024-06-11 23:43:39 -- STEP: 149/330 -- GLOBAL_STEP: 330700 | > loss_disc: 2.31742525100708 (2.359904278044732) | > loss_disc_real_0: 0.08189426362514496 (0.11265231468933541) | > loss_disc_real_1: 0.1840231716632843 (0.19519694269503524) | > loss_disc_real_2: 0.26263073086738586 (0.2096711077146082) | > loss_disc_real_3: 0.20416878163814545 (0.2292289743887498) | > loss_disc_real_4: 0.21840912103652954 (0.23215223238772195) | > loss_disc_real_5: 0.19708561897277832 (0.22382988875744328) | > loss_0: 2.31742525100708 (2.359904278044732) | > grad_norm_0: tensor(4.7613, device='cuda:0') (tensor(8.3494, device='cuda:0')) | > loss_gen: 2.4706661701202393 (2.468114441673226) | > loss_kl: 1.88402259349823 (1.9734329569259745) | > loss_feat: 6.6396894454956055 (6.927332910115287) | > loss_mel: 17.553932189941406 (17.368356275878504) | > loss_duration: 2.021944522857666 (1.9986429630509959) | > loss_1: 30.570255279541016 (30.73587952684236) | > grad_norm_1: tensor(63.2623, device='cuda:0') (tensor(91.1125, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3826 (0.3744158488792061) | > loader_time: 0.0041 (0.003810837764868)  --> TIME: 2024-06-11 23:43:49 -- STEP: 174/330 -- GLOBAL_STEP: 330725 | > loss_disc: 2.5684666633605957 (2.3720084634320475) | > loss_disc_real_0: 0.11309395730495453 (0.1145440608091738) | > loss_disc_real_1: 0.16370859742164612 (0.19632560973879926) | > loss_disc_real_2: 0.22957925498485565 (0.21093846806164446) | > loss_disc_real_3: 0.23028455674648285 (0.2296371943820482) | > loss_disc_real_4: 0.23881538212299347 (0.2329480391980588) | > loss_disc_real_5: 0.21114981174468994 (0.22467890056385392) | > loss_0: 2.5684666633605957 (2.3720084634320475) | > grad_norm_0: tensor(20.8493, device='cuda:0') (tensor(8.5674, device='cuda:0')) | > loss_gen: 2.251488447189331 (2.457426556225478) | > loss_kl: 2.0884246826171875 (1.9806593444155551) | > loss_feat: 6.830449104309082 (6.904224516331465) | > loss_mel: 17.518457412719727 (17.343212648369814) | > loss_duration: 2.1031432151794434 (2.004448996878218) | > loss_1: 30.791963577270508 (30.689972077292957) | > grad_norm_1: tensor(206.5880, device='cuda:0') (tensor(91.4542, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.385 (0.37637950497112055) | > loader_time: 0.0041 (0.003900986978377419)  --> TIME: 2024-06-11 23:43:59 -- STEP: 199/330 -- GLOBAL_STEP: 330750 | > loss_disc: 2.4030263423919678 (2.370239757413239) | > loss_disc_real_0: 0.11212793737649918 (0.1157775559092886) | > loss_disc_real_1: 0.20765601098537445 (0.19616766513592027) | > loss_disc_real_2: 0.2637884318828583 (0.21056649350940282) | > loss_disc_real_3: 0.24491173028945923 (0.22964090827721448) | > loss_disc_real_4: 0.24852681159973145 (0.23235385801324893) | > loss_disc_real_5: 0.23900513350963593 (0.22401111644117078) | > loss_0: 2.4030263423919678 (2.370239757413239) | > grad_norm_0: tensor(10.3986, device='cuda:0') (tensor(10.0597, device='cuda:0')) | > loss_gen: 2.4715816974639893 (2.4552908626633045) | > loss_kl: 2.063164710998535 (1.9876799481597978) | > loss_feat: 6.0315632820129395 (6.886644713243648) | > loss_mel: 16.656490325927734 (17.303359750527257) | > loss_duration: 2.1308040618896484 (2.013527231000777) | > loss_1: 29.353605270385742 (30.64650253794301) | > grad_norm_1: tensor(144.1585, device='cuda:0') (tensor(110.1086, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.3821 (0.37843120637251504) | > loader_time: 0.0045 (0.004006787161132197)  --> TIME: 2024-06-11 23:44:09 -- STEP: 224/330 -- GLOBAL_STEP: 330775 | > loss_disc: 2.2724690437316895 (2.3720218645674813) | > loss_disc_real_0: 0.13526751101016998 (0.11697550354126308) | > loss_disc_real_1: 0.20179538428783417 (0.1961850054295999) | > loss_disc_real_2: 0.16370896995067596 (0.21079857647418976) | > loss_disc_real_3: 0.22381743788719177 (0.23014982882887125) | > loss_disc_real_4: 0.21971090137958527 (0.23258847823100431) | > loss_disc_real_5: 0.2049792855978012 (0.22416472441649862) | > loss_0: 2.2724690437316895 (2.3720218645674813) | > grad_norm_0: tensor(56.8727, device='cuda:0') (tensor(12.1629, device='cuda:0')) | > loss_gen: 2.627004861831665 (2.4583234627331985) | > loss_kl: 1.9100673198699951 (1.9939111375382967) | > loss_feat: 7.500727653503418 (6.8860287602458685) | > loss_mel: 17.732751846313477 (17.276278993913127) | > loss_duration: 2.124598264694214 (2.0214298787925937) | > loss_1: 31.89514923095703 (30.63597228697368) | > grad_norm_1: tensor(506.2314, device='cuda:0') (tensor(134.9699, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.4131 (0.3808570440326418) | > loader_time: 0.0052 (0.004102478069918495)  --> TIME: 2024-06-11 23:44:20 -- STEP: 249/330 -- GLOBAL_STEP: 330800 | > loss_disc: 2.5007998943328857 (2.371467901520937) | > loss_disc_real_0: 0.1059231087565422 (0.11739529067852411) | > loss_disc_real_1: 0.21227170526981354 (0.19638145532473975) | > loss_disc_real_2: 0.20530545711517334 (0.21125761314807648) | > loss_disc_real_3: 0.278359591960907 (0.22993352057704006) | > loss_disc_real_4: 0.28508615493774414 (0.23190618686407924) | > loss_disc_real_5: 0.29677000641822815 (0.22388224608926888) | > loss_0: 2.5007998943328857 (2.371467901520937) | > grad_norm_0: tensor(41.3741, device='cuda:0') (tensor(14.3614, device='cuda:0')) | > loss_gen: 2.5028162002563477 (2.4679978659832793) | > loss_kl: 1.8965566158294678 (2.0000987617845034) | > loss_feat: 6.718506336212158 (6.908735026317428) | > loss_mel: 17.434125900268555 (17.24059662186958) | > loss_duration: 2.0935544967651367 (2.0300730246616667) | > loss_1: 30.64556121826172 (30.647501359502954) | > grad_norm_1: tensor(402.2955, device='cuda:0') (tensor(158.1820, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.4228 (0.3842879825806522) | > loader_time: 0.0061 (0.00424197399951368)  --> TIME: 2024-06-11 23:44:31 -- STEP: 274/330 -- GLOBAL_STEP: 330825 | > loss_disc: 2.4302923679351807 (2.3724663475134053) | > loss_disc_real_0: 0.09864892810583115 (0.11907168502246376) | > loss_disc_real_1: 0.2363952249288559 (0.1967164194279343) | > loss_disc_real_2: 0.2426900714635849 (0.211104596128864) | > loss_disc_real_3: 0.2479032576084137 (0.23024877182541104) | > loss_disc_real_4: 0.24269726872444153 (0.23185068015417043) | > loss_disc_real_5: 0.2671869993209839 (0.22326342620118692) | > loss_0: 2.4302923679351807 (2.3724663475134053) | > grad_norm_0: tensor(75.0986, device='cuda:0') (tensor(17.4057, device='cuda:0')) | > loss_gen: 2.468916416168213 (2.4743434060228986) | > loss_kl: 1.9587444067001343 (2.004872543533353) | > loss_feat: 6.571604251861572 (6.916770019670473) | > loss_mel: 16.37203598022461 (17.194131663245898) | > loss_duration: 2.1281473636627197 (2.038952390207862) | > loss_1: 29.499448776245117 (30.62907005922638) | > grad_norm_1: tensor(665.2795, device='cuda:0') (tensor(189.5874, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.4307 (0.38896859649324067) | > loader_time: 0.006 (0.004399533689457134)  --> TIME: 2024-06-11 23:44:42 -- STEP: 299/330 -- GLOBAL_STEP: 330850 | > loss_disc: 2.469813585281372 (2.37812271883655) | > loss_disc_real_0: 0.15451061725616455 (0.12086282461183924) | > loss_disc_real_1: 0.16599439084529877 (0.19722054799065533) | > loss_disc_real_2: 0.2451038807630539 (0.21157750048764967) | > loss_disc_real_3: 0.23325559496879578 (0.23014691681367497) | > loss_disc_real_4: 0.24279335141181946 (0.23188129844872848) | > loss_disc_real_5: 0.22669392824172974 (0.22314392917331644) | > loss_0: 2.469813585281372 (2.37812271883655) | > grad_norm_0: tensor(29.7899, device='cuda:0') (tensor(18.4422, device='cuda:0')) | > loss_gen: 2.4016318321228027 (2.4697886557882027) | > loss_kl: 2.0075907707214355 (2.0113087549656137) | > loss_feat: 7.0490851402282715 (6.91575908341934) | > loss_mel: 16.874225616455078 (17.155903382444873) | > loss_duration: 2.2124269008636475 (2.049708081328351) | > loss_1: 30.544960021972656 (30.60246799303138) | > grad_norm_1: tensor(250.2237, device='cuda:0') (tensor(203.0526, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.4649 (0.3945632180242634) | > loader_time: 0.0067 (0.0045701054027646685)  --> TIME: 2024-06-11 23:44:56 -- STEP: 324/330 -- GLOBAL_STEP: 330875 | > loss_disc: 2.4240572452545166 (2.380932741694979) | > loss_disc_real_0: 0.15250155329704285 (0.12214349943822549) | > loss_disc_real_1: 0.21902963519096375 (0.19814777300681588) | > loss_disc_real_2: 0.22309070825576782 (0.21171921289261467) | > loss_disc_real_3: 0.22531768679618835 (0.23018116434967076) | > loss_disc_real_4: 0.27999064326286316 (0.23184748343479486) | > loss_disc_real_5: 0.26468968391418457 (0.22332858045895895) | > loss_0: 2.4240572452545166 (2.380932741694979) | > grad_norm_0: tensor(7.9325, device='cuda:0') (tensor(18.6742, device='cuda:0')) | > loss_gen: 2.281606674194336 (2.467660591190241) | > loss_kl: 2.12884259223938 (2.0163751656626485) | > loss_feat: 8.369013786315918 (6.96969770796505) | > loss_mel: 16.718097686767578 (17.131902279677234) | > loss_duration: 2.2583723068237305 (2.06439838990753) | > loss_1: 31.755931854248047 (30.650034145072656) | > grad_norm_1: tensor(184.7941, device='cuda:0') (tensor(205.2482, device='cuda:0')) | > current_lr_0: 0.00018244278625197016 | > current_lr_1: 0.00018244278625197016 | > step_time: 0.5836 (0.405121644337972) | > loader_time: 0.0088 (0.004807827649293124)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2478466033935547 (2.2478466033935547) | > loss_disc_real_0: 0.23034484684467316 (0.23034484684467316) | > loss_disc_real_1: 0.11918780207633972 (0.11918780207633972) | > loss_disc_real_2: 0.18779920041561127 (0.18779920041561127) | > loss_disc_real_3: 0.18791522085666656 (0.18791522085666656) | > loss_disc_real_4: 0.2245231717824936 (0.2245231717824936) | > loss_disc_real_5: 0.1778160035610199 (0.1778160035610199) | > loss_0: 2.2478466033935547 (2.2478466033935547) | > loss_gen: 2.466190814971924 (2.466190814971924) | > loss_kl: 2.154022693634033 (2.154022693634033) | > loss_feat: 7.351665496826172 (7.351665496826172) | > loss_mel: 18.894784927368164 (18.894784927368164) | > loss_duration: 2.992953300476074 (2.992953300476074) | > loss_1: 33.859615325927734 (33.859615325927734)  --> STEP: 1 | > loss_disc: 2.364410638809204 (2.364410638809204) | > loss_disc_real_0: 0.18101060390472412 (0.18101060390472412) | > loss_disc_real_1: 0.20266278088092804 (0.20266278088092804) | > loss_disc_real_2: 0.27496930956840515 (0.27496930956840515) | > loss_disc_real_3: 0.22585244476795197 (0.22585244476795197) | > loss_disc_real_4: 0.230147123336792 (0.230147123336792) | > loss_disc_real_5: 0.2581903338432312 (0.2581903338432312) | > loss_0: 2.364410638809204 (2.364410638809204) | > loss_gen: 2.699671983718872 (2.699671983718872) | > loss_kl: 3.247565984725952 (3.247565984725952) | > loss_feat: 6.958217144012451 (6.958217144012451) | > loss_mel: 19.093185424804688 (19.093185424804688) | > loss_duration: 2.375694751739502 (2.375694751739502) | > loss_1: 34.37433624267578 (34.37433624267578)  --> STEP: 2 | > loss_disc: 2.571221351623535 (2.4678159952163696) | > loss_disc_real_0: 0.16919824481010437 (0.17510442435741425) | > loss_disc_real_1: 0.17307448387145996 (0.187868632376194) | > loss_disc_real_2: 0.2505674660205841 (0.26276838779449463) | > loss_disc_real_3: 0.26553022861480713 (0.24569133669137955) | > loss_disc_real_4: 0.32702362537384033 (0.27858537435531616) | > loss_disc_real_5: 0.3952687680721283 (0.32672955095767975) | > loss_0: 2.571221351623535 (2.4678159952163696) | > loss_gen: 2.699080467224121 (2.6993762254714966) | > loss_kl: 3.492607593536377 (3.3700867891311646) | > loss_feat: 7.077216625213623 (7.017716884613037) | > loss_mel: 20.162025451660156 (19.627605438232422) | > loss_duration: 2.4311187267303467 (2.4034067392349243) | > loss_1: 35.8620491027832 (35.11819267272949)  --> STEP: 3 | > loss_disc: 2.560020685195923 (2.4985508918762207) | > loss_disc_real_0: 0.19784237444400787 (0.18268374105294546) | > loss_disc_real_1: 0.1505538374185562 (0.17543036739031473) | > loss_disc_real_2: 0.2192147970199585 (0.24825052420298258) | > loss_disc_real_3: 0.21818049252033234 (0.2365210553010305) | > loss_disc_real_4: 0.259330153465271 (0.2721669673919678) | > loss_disc_real_5: 0.23070128262043 (0.2947201281785965) | > loss_0: 2.560020685195923 (2.4985508918762207) | > loss_gen: 1.9829527139663696 (2.460568388303121) | > loss_kl: 3.602980136871338 (3.4477179050445557) | > loss_feat: 5.314724445343018 (6.450052738189697) | > loss_mel: 15.358915328979492 (18.204708735148113) | > loss_duration: 2.3030543327331543 (2.3699559370676675) | > loss_1: 28.562625885009766 (32.933003743489586)  --> STEP: 4 | > loss_disc: 2.457780122756958 (2.488358199596405) | > loss_disc_real_0: 0.14306432008743286 (0.1727788858115673) | > loss_disc_real_1: 0.15656663477420807 (0.17071443423628807) | > loss_disc_real_2: 0.2486182302236557 (0.24834245070815086) | > loss_disc_real_3: 0.2732815146446228 (0.24571117013692856) | > loss_disc_real_4: 0.20375926792621613 (0.25506504252552986) | > loss_disc_real_5: 0.2661048173904419 (0.28756630048155785) | > loss_0: 2.457780122756958 (2.488358199596405) | > loss_gen: 2.3466713428497314 (2.4320941269397736) | > loss_kl: 3.852450132369995 (3.5489009618759155) | > loss_feat: 4.830470561981201 (6.045157194137573) | > loss_mel: 15.914769172668457 (17.6322238445282) | > loss_duration: 2.2962422370910645 (2.351527512073517) | > loss_1: 29.240604400634766 (32.00990390777588)  --> STEP: 5 | > loss_disc: 2.322681427001953 (2.4552228450775146) | > loss_disc_real_0: 0.17396295070648193 (0.17301569879055023) | > loss_disc_real_1: 0.13817036151885986 (0.16420561969280242) | > loss_disc_real_2: 0.252165824174881 (0.24910712540149688) | > loss_disc_real_3: 0.18233345448970795 (0.23303562700748442) | > loss_disc_real_4: 0.24368320405483246 (0.2527886748313904) | > loss_disc_real_5: 0.20060831308364868 (0.270174703001976) | > loss_0: 2.322681427001953 (2.4552228450775146) | > loss_gen: 2.4302942752838135 (2.4317341566085817) | > loss_kl: 2.1190552711486816 (3.2629318237304688) | > loss_feat: 5.953738689422607 (6.02687349319458) | > loss_mel: 18.574872970581055 (17.82075366973877) | > loss_duration: 2.363673686981201 (2.3539567470550535) | > loss_1: 31.441635131835938 (31.89625015258789)  --> STEP: 6 | > loss_disc: 2.538473129272461 (2.469097892443339) | > loss_disc_real_0: 0.17238694429397583 (0.1729109063744545) | > loss_disc_real_1: 0.10468561947345734 (0.1542856196562449) | > loss_disc_real_2: 0.23317959904670715 (0.2464525376756986) | > loss_disc_real_3: 0.26365339756011963 (0.23813858876625696) | > loss_disc_real_4: 0.3203389644622803 (0.2640470564365387) | > loss_disc_real_5: 0.27087363600730896 (0.27029119183619815) | > loss_0: 2.538473129272461 (2.469097892443339) | > loss_gen: 2.3362345695495605 (2.4158175587654114) | > loss_kl: 3.486292600631714 (3.3001586198806763) | > loss_feat: 5.183570384979248 (5.886322975158691) | > loss_mel: 19.27931022644043 (18.063846429189045) | > loss_duration: 2.1707510948181152 (2.3234224716822305) | > loss_1: 32.45615768432617 (31.98956807454427)  --> STEP: 7 | > loss_disc: 2.228682518005371 (2.4347528389522006) | > loss_disc_real_0: 0.18348123133182526 (0.17442095279693604) | > loss_disc_real_1: 0.1623513549566269 (0.15543786755629949) | > loss_disc_real_2: 0.2639170289039612 (0.24894746499402182) | > loss_disc_real_3: 0.22274376451969147 (0.23593932815960475) | > loss_disc_real_4: 0.2153528928756714 (0.2570907473564148) | > loss_disc_real_5: 0.24041487276554108 (0.2660231462546757) | > loss_0: 2.228682518005371 (2.4347528389522006) | > loss_gen: 2.813634157180786 (2.472648501396179) | > loss_kl: 4.428243160247803 (3.461313554218837) | > loss_feat: 6.517024993896484 (5.976423263549805) | > loss_mel: 18.461515426635742 (18.120656285967147) | > loss_duration: 2.4807581901550293 (2.3458990028926303) | > loss_1: 34.701175689697266 (32.3769405909947)  --> STEP: 8 | > loss_disc: 2.2818140983581543 (2.415635496377945) | > loss_disc_real_0: 0.13898500800132751 (0.16999145969748497) | > loss_disc_real_1: 0.15682032704353333 (0.1556106749922037) | > loss_disc_real_2: 0.25515252351760864 (0.24972309730947018) | > loss_disc_real_3: 0.1751730889081955 (0.2283435482531786) | > loss_disc_real_4: 0.2590445578098297 (0.25733497366309166) | > loss_disc_real_5: 0.24045772850513458 (0.2628274690359831) | > loss_0: 2.2818140983581543 (2.415635496377945) | > loss_gen: 2.502373695373535 (2.4763641506433487) | > loss_kl: 2.994088649749756 (3.402910441160202) | > loss_feat: 7.55048131942749 (6.173180520534515) | > loss_mel: 18.947364807128906 (18.223994851112366) | > loss_duration: 2.2695584297180176 (2.336356431245804) | > loss_1: 34.26386642456055 (32.61280632019043)  --> STEP: 9 | > loss_disc: 2.4439072608947754 (2.4187768035464816) | > loss_disc_real_0: 0.2143935114145279 (0.17492502099937862) | > loss_disc_real_1: 0.13112057745456696 (0.1528895530435774) | > loss_disc_real_2: 0.2647729814052582 (0.2513953066534466) | > loss_disc_real_3: 0.22681771218776703 (0.2281740109125773) | > loss_disc_real_4: 0.24431869387626648 (0.2558887203534444) | > loss_disc_real_5: 0.1871195286512375 (0.25441547565990025) | > loss_0: 2.4439072608947754 (2.4187768035464816) | > loss_gen: 2.258457660675049 (2.4521523184246488) | > loss_kl: 2.397120475769043 (3.2911560005611844) | > loss_feat: 6.720182418823242 (6.233958509233263) | > loss_mel: 18.20604705810547 (18.222000651889378) | > loss_duration: 2.196835517883301 (2.320854107538859) | > loss_1: 31.778640747070312 (32.520121256510414)  --> STEP: 10 | > loss_disc: 2.7226147651672363 (2.449160599708557) | > loss_disc_real_0: 0.20540907979011536 (0.1779734268784523) | > loss_disc_real_1: 0.2466704100370407 (0.16226763874292374) | > loss_disc_real_2: 0.33049774169921875 (0.2593055501580238) | > loss_disc_real_3: 0.3004165291786194 (0.23539826273918152) | > loss_disc_real_4: 0.24947983026504517 (0.2552478313446045) | > loss_disc_real_5: 0.3299140930175781 (0.261965337395668) | > loss_0: 2.7226147651672363 (2.449160599708557) | > loss_gen: 2.4449033737182617 (2.45142742395401) | > loss_kl: 2.6201164722442627 (3.2240520477294923) | > loss_feat: 6.6480302810668945 (6.275365686416626) | > loss_mel: 17.57405662536621 (18.15720624923706) | > loss_duration: 2.3961963653564453 (2.3283883333206177) | > loss_1: 31.68330192565918 (32.43643932342529)  --> STEP: 11 | > loss_disc: 2.6381428241729736 (2.466340801932595) | > loss_disc_real_0: 0.1464821696281433 (0.1751105853102424) | > loss_disc_real_1: 0.19297869503498077 (0.16505955295129257) | > loss_disc_real_2: 0.23084895312786102 (0.2567185867916454) | > loss_disc_real_3: 0.21114608645439148 (0.23319351944056424) | > loss_disc_real_4: 0.27082061767578125 (0.2566635391928933) | > loss_disc_real_5: 0.2921499013900757 (0.2647093886678869) | > loss_0: 2.6381428241729736 (2.466340801932595) | > loss_gen: 2.242495059967041 (2.4324335726824673) | > loss_kl: 3.543395519256592 (3.253083272413774) | > loss_feat: 5.961211204528809 (6.246806188063188) | > loss_mel: 16.631160736083984 (18.018474838950418) | > loss_duration: 2.52996826171875 (2.3467137813568115) | > loss_1: 30.90822982788086 (32.29751118746671)  --> STEP: 12 | > loss_disc: 2.380988359451294 (2.459228098392487) | > loss_disc_real_0: 0.21460266411304474 (0.17840159187714258) | > loss_disc_real_1: 0.12348463386297226 (0.16159497636059922) | > loss_disc_real_2: 0.2637205123901367 (0.25730208059151966) | > loss_disc_real_3: 0.22082243859767914 (0.2321625960369905) | > loss_disc_real_4: 0.16590255498886108 (0.24910012384255728) | > loss_disc_real_5: 0.21620967984199524 (0.26066774626572925) | > loss_0: 2.380988359451294 (2.459228098392487) | > loss_gen: 2.6255862712860107 (2.4485296308994293) | > loss_kl: 3.102177619934082 (3.2405078013738) | > loss_feat: 7.3485426902771 (6.338617563247681) | > loss_mel: 17.403329849243164 (17.96721275647481) | > loss_duration: 2.28788685798645 (2.3418115377426147) | > loss_1: 32.767520904541016 (32.336678663889565)  --> STEP: 13 | > loss_disc: 2.555605888366699 (2.4666417745443496) | > loss_disc_real_0: 0.15486270189285278 (0.1765909080321972) | > loss_disc_real_1: 0.19742685556411743 (0.16435127476086983) | > loss_disc_real_2: 0.2812831401824951 (0.2591467774831332) | > loss_disc_real_3: 0.22700290381908417 (0.23176569663561308) | > loss_disc_real_4: 0.1616218239068985 (0.24237102384750658) | > loss_disc_real_5: 0.18692372739315033 (0.254995129429377) | > loss_0: 2.555605888366699 (2.4666417745443496) | > loss_gen: 2.048541307449341 (2.4177612983263455) | > loss_kl: 3.18119215965271 (3.2359450597029467) | > loss_feat: 7.645090579986572 (6.439115487612211) | > loss_mel: 16.159202575683594 (17.828135050260105) | > loss_duration: 2.2438337802886963 (2.334274787169236) | > loss_1: 31.277860641479492 (32.25523112370418)  --> STEP: 14 | > loss_disc: 2.491917133331299 (2.468447157314846) | > loss_disc_real_0: 0.18482860922813416 (0.17717931526047842) | > loss_disc_real_1: 0.12045268714427948 (0.16121566135968482) | > loss_disc_real_2: 0.27188941836357117 (0.2600569661174502) | > loss_disc_real_3: 0.20139774680137634 (0.22959655736173903) | > loss_disc_real_4: 0.27510613203048706 (0.24470924586057663) | > loss_disc_real_5: 0.2897537052631378 (0.2574778848460742) | > loss_0: 2.491917133331299 (2.468447157314846) | > loss_gen: 2.4393863677978516 (2.4193059461457387) | > loss_kl: 3.2111294269561768 (3.234172514506749) | > loss_feat: 6.532533168792725 (6.445788179125104) | > loss_mel: 19.332836151123047 (17.935613700321746) | > loss_duration: 2.4328954219818115 (2.3413191182272777) | > loss_1: 33.94878005981445 (32.37619890485491)  --> STEP: 15 | > loss_disc: 2.3708722591400146 (2.4619421641031907) | > loss_disc_real_0: 0.16192620992660522 (0.17616244157155356) | > loss_disc_real_1: 0.20439983904361725 (0.16409460653861363) | > loss_disc_real_2: 0.27972397208213806 (0.2613680998484294) | > loss_disc_real_3: 0.22731028497219086 (0.2294441392024358) | > loss_disc_real_4: 0.19422945380210876 (0.2413439263900121) | > loss_disc_real_5: 0.2303040474653244 (0.25566629568735755) | > loss_0: 2.3708722591400146 (2.4619421641031907) | > loss_gen: 2.3498406410217285 (2.414674925804138) | > loss_kl: 3.4004406929016113 (3.2452570597330728) | > loss_feat: 7.475827693939209 (6.5144574801127115) | > loss_mel: 18.081926345825195 (17.945367876688643) | > loss_duration: 2.348703145980835 (2.3418113867441814) | > loss_1: 33.65673828125 (32.461568196614586)  --> STEP: 16 | > loss_disc: 2.656094789505005 (2.474076703190804) | > loss_disc_real_0: 0.1740068942308426 (0.1760277198627591) | > loss_disc_real_1: 0.2326098531484604 (0.16837680945172906) | > loss_disc_real_2: 0.2180941104888916 (0.25866347551345825) | > loss_disc_real_3: 0.22752776741981506 (0.22932436596602201) | > loss_disc_real_4: 0.27596303820610046 (0.24350762087851763) | > loss_disc_real_5: 0.37252384424209595 (0.26296989247202873) | > loss_0: 2.656094789505005 (2.474076703190804) | > loss_gen: 2.3736321926116943 (2.4121097549796104) | > loss_kl: 2.925626039505005 (3.2252801209688187) | > loss_feat: 6.758172988891602 (6.529689699411392) | > loss_mel: 16.989513397216797 (17.885626971721653) | > loss_duration: 2.3999814987182617 (2.3454470187425613) | > loss_1: 31.44692611694336 (32.39815306663513)  --> STEP: 17 | > loss_disc: 2.490835666656494 (2.475062524571139) | > loss_disc_real_0: 0.10700871050357819 (0.17196777813574848) | > loss_disc_real_1: 0.18628600239753723 (0.16943029138971777) | > loss_disc_real_2: 0.26528310775756836 (0.2590528656454647) | > loss_disc_real_3: 0.25810936093330383 (0.2310176009640974) | > loss_disc_real_4: 0.2784803807735443 (0.24556484204881332) | > loss_disc_real_5: 0.35580867528915405 (0.26843099734362436) | > loss_0: 2.490835666656494 (2.475062524571139) | > loss_gen: 2.5029819011688232 (2.4174551753436817) | > loss_kl: 2.45011830329895 (3.179682366988238) | > loss_feat: 6.945533275604248 (6.554151086246266) | > loss_mel: 17.99046516418457 (17.89179392421947) | > loss_duration: 2.468686103820801 (2.35269637668834) | > loss_1: 32.357784271240234 (32.3957784316119)  --> STEP: 18 | > loss_disc: 2.3957369327545166 (2.470655547247993) | > loss_disc_real_0: 0.2399866282939911 (0.17574660314453971) | > loss_disc_real_1: 0.16791649162769318 (0.16934619140293863) | > loss_disc_real_2: 0.19001610577106476 (0.25521749009688693) | > loss_disc_real_3: 0.19467386603355408 (0.22899850457906723) | > loss_disc_real_4: 0.21034292876720428 (0.24360806908872393) | > loss_disc_real_5: 0.23228242993354797 (0.2664227435986201) | > loss_0: 2.3957369327545166 (2.470655547247993) | > loss_gen: 2.5868499279022217 (2.4268659949302673) | > loss_kl: 3.296001672744751 (3.186144550641378) | > loss_feat: 8.75393009185791 (6.676361031002468) | > loss_mel: 15.933226585388184 (17.782984627617733) | > loss_duration: 2.2436680793762207 (2.346639249059889) | > loss_1: 32.81367492675781 (32.41899490356445)  --> STEP: 19 | > loss_disc: 2.6388165950775146 (2.4795061287127047) | > loss_disc_real_0: 0.28757086396217346 (0.18163209055599414) | > loss_disc_real_1: 0.1841953545808792 (0.17012772630704076) | > loss_disc_real_2: 0.2891252338886261 (0.257002108191189) | > loss_disc_real_3: 0.21337129175662994 (0.2281760196936758) | > loss_disc_real_4: 0.2537555694580078 (0.24414214805552834) | > loss_disc_real_5: 0.23791880905628204 (0.2649225365174444) | > loss_0: 2.6388165950775146 (2.4795061287127047) | > loss_gen: 2.414942979812622 (2.4262384678188122) | > loss_kl: 1.6032278537750244 (3.1028331455431486) | > loss_feat: 6.007224082946777 (6.641143296894274) | > loss_mel: 16.270631790161133 (17.70338710985686) | > loss_duration: 2.365119457244873 (2.3476118915959407) | > loss_1: 28.661148071289062 (32.221213491339434)  --> STEP: 20 | > loss_disc: 2.435539722442627 (2.4773078083992006) | > loss_disc_real_0: 0.15008166432380676 (0.18005456924438476) | > loss_disc_real_1: 0.1012926697731018 (0.1666859734803438) | > loss_disc_real_2: 0.34995678067207336 (0.2616498418152332) | > loss_disc_real_3: 0.23265814781188965 (0.2284001260995865) | > loss_disc_real_4: 0.22319024801254272 (0.24309455305337907) | > loss_disc_real_5: 0.22385166585445404 (0.2628689929842949) | > loss_0: 2.435539722442627 (2.4773078083992006) | > loss_gen: 2.306429147720337 (2.4202480018138885) | > loss_kl: 2.2124898433685303 (3.0583159804344175) | > loss_feat: 6.044220447540283 (6.611297154426575) | > loss_mel: 18.252361297607422 (17.730835819244387) | > loss_duration: 2.2883968353271484 (2.3446511387825013) | > loss_1: 31.103897094726562 (32.16534767150879)  --> STEP: 21 | > loss_disc: 2.471702814102173 (2.4770409039088657) | > loss_disc_real_0: 0.15828022360801697 (0.17901769564265296) | > loss_disc_real_1: 0.20813000202178955 (0.16865949864898408) | > loss_disc_real_2: 0.2033710777759552 (0.2588746625752676) | > loss_disc_real_3: 0.2892901301383972 (0.2312996501014346) | > loss_disc_real_4: 0.29620790481567383 (0.245623760280155) | > loss_disc_real_5: 0.41168200969696045 (0.2699553271134694) | > loss_0: 2.471702814102173 (2.4770409039088657) | > loss_gen: 2.6797940731048584 (2.43260733854203) | > loss_kl: 2.2827231884002686 (3.0213829903375533) | > loss_feat: 6.61140775680542 (6.61130242120652) | > loss_mel: 17.540971755981445 (17.721794673374724) | > loss_duration: 2.221673011779785 (2.3387950374966575) | > loss_1: 31.336570739746094 (32.125882103329616)  --> STEP: 22 | > loss_disc: 2.280141830444336 (2.4680909460241143) | > loss_disc_real_0: 0.13534969091415405 (0.1770327863368121) | > loss_disc_real_1: 0.19998905062675476 (0.17008356919342818) | > loss_disc_real_2: 0.1667548269033432 (0.2546873973174529) | > loss_disc_real_3: 0.15858906507492065 (0.22799462350932034) | > loss_disc_real_4: 0.24281400442123413 (0.2454960441047495) | > loss_disc_real_5: 0.2757664620876312 (0.270219469612295) | > loss_0: 2.280141830444336 (2.4680909460241143) | > loss_gen: 2.4153943061828613 (2.4318249279802497) | > loss_kl: 2.499906063079834 (2.997679493644021) | > loss_feat: 7.964480876922607 (6.6728105328299785) | > loss_mel: 18.789260864257812 (17.77031586386941) | > loss_duration: 2.2148947715759277 (2.3331632072275337) | > loss_1: 33.883934020996094 (32.20579355413263)  --> STEP: 23 | > loss_disc: 2.536522626876831 (2.4710662364959717) | > loss_disc_real_0: 0.13935546576976776 (0.1753946419643319) | > loss_disc_real_1: 0.2027483582496643 (0.17150377741326453) | > loss_disc_real_2: 0.277780145406723 (0.2556914298430733) | > loss_disc_real_3: 0.24055366218090057 (0.22854066866895426) | > loss_disc_real_4: 0.22063733637332916 (0.24441523072512253) | > loss_disc_real_5: 0.22695350646972656 (0.2683383407800094) | > loss_0: 2.536522626876831 (2.4710662364959717) | > loss_gen: 2.2121849060058594 (2.42227536180745) | > loss_kl: 2.517822742462158 (2.9768161566361138) | > loss_feat: 7.469498157501221 (6.707449125206989) | > loss_mel: 16.61062240600586 (17.71989440917969) | > loss_duration: 2.2884674072265625 (2.3312199115753174) | > loss_1: 31.098594665527344 (32.15765447201936)  --> STEP: 24 | > loss_disc: 2.6399786472320557 (2.4781042536099753) | > loss_disc_real_0: 0.2724441587924957 (0.17943837183217207) | > loss_disc_real_1: 0.15204815566539764 (0.17069312650710342) | > loss_disc_real_2: 0.3589651882648468 (0.2599945031106472) | > loss_disc_real_3: 0.21310515701770782 (0.22789752235015234) | > loss_disc_real_4: 0.2585957646369934 (0.24500608630478382) | > loss_disc_real_5: 0.3263852894306183 (0.27075696364045143) | > loss_0: 2.6399786472320557 (2.4781042536099753) | > loss_gen: 2.444629192352295 (2.4232067714134855) | > loss_kl: 2.6475346088409424 (2.963096092144648) | > loss_feat: 5.22966194152832 (6.645874659220378) | > loss_mel: 17.159454345703125 (17.696542739868168) | > loss_duration: 2.443295478820801 (2.3358897268772125) | > loss_1: 29.924575805664062 (32.06460952758789)  --> STEP: 25 | > loss_disc: 2.4747111797332764 (2.4779685306549073) | > loss_disc_real_0: 0.10277153551578522 (0.1763716983795166) | > loss_disc_real_1: 0.18483605980873108 (0.1712588438391685) | > loss_disc_real_2: 0.2537004351615906 (0.2597427403926849) | > loss_disc_real_3: 0.16053995490074158 (0.2252032196521759) | > loss_disc_real_4: 0.19698883593082428 (0.24308539628982545) | > loss_disc_real_5: 0.276751846075058 (0.2709967589378357) | > loss_0: 2.4747111797332764 (2.4779685306549073) | > loss_gen: 2.1761202812194824 (2.4133233118057253) | > loss_kl: 2.9406511783599854 (2.9621982955932618) | > loss_feat: 7.286067962646484 (6.671482391357422) | > loss_mel: 16.867454528808594 (17.663379211425784) | > loss_duration: 2.419163227081299 (2.339220666885376) | > loss_1: 31.689456939697266 (32.04960342407227)  --> STEP: 26 | > loss_disc: 2.2362611293792725 (2.4686720921443057) | > loss_disc_real_0: 0.1390092372894287 (0.17493468064528245) | > loss_disc_real_1: 0.0643358826637268 (0.16714642225549767) | > loss_disc_real_2: 0.14714662730693817 (0.25541212065861774) | > loss_disc_real_3: 0.057278700172901154 (0.21874458428758842) | > loss_disc_real_4: 0.12764416635036469 (0.23864534898446157) | > loss_disc_real_5: 0.2989111840724945 (0.27207039067378413) | > loss_0: 2.2362611293792725 (2.4686720921443057) | > loss_gen: 2.2638089656829834 (2.4075727600317736) | > loss_kl: 2.506943464279175 (2.9446884943888736) | > loss_feat: 17.204376220703125 (7.076593692486103) | > loss_mel: 20.00128936767578 (17.753298832820015) | > loss_duration: 2.2412405014038086 (2.3354521989822388) | > loss_1: 44.21765899658203 (32.517605561476486) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025175809860229492 (+8.594072782076335e-05) | > avg_loss_disc: 2.4686720921443057 (+0.008397423304044693) | > avg_loss_disc_real_0: 0.17493468064528245 (+0.006008557402170628) | > avg_loss_disc_real_1: 0.16714642225549767 (-0.03887230530381208) | > avg_loss_disc_real_2: 0.25541212065861774 (+0.013453529717830481) | > avg_loss_disc_real_3: 0.21874458428758842 (-0.05920409497160173) | > avg_loss_disc_real_4: 0.23864534898446157 (-0.03407704600921044) | > avg_loss_disc_real_5: 0.27207039067378413 (+0.02711084656990495) | > avg_loss_0: 2.4686720921443057 (+0.008397423304044693) | > avg_loss_gen: 2.4075727600317736 (-0.11331892472047045) | > avg_loss_kl: 2.9446884943888736 (-0.16311300717867372) | > avg_loss_feat: 7.076593692486103 (-0.1390337210435133) | > avg_loss_mel: 17.753298832820015 (+0.4863572120666504) | > avg_loss_duration: 2.3354521989822388 (-0.010999927153954037) | > avg_loss_1: 32.517605561476486 (+0.05989140730636677)  > EPOCH: 736/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:45:19)   --> TIME: 2024-06-11 23:45:28 -- STEP: 19/330 -- GLOBAL_STEP: 330900 | > loss_disc: 2.338409900665283 (2.3182444446965267) | > loss_disc_real_0: 0.1062251478433609 (0.10472147833359868) | > loss_disc_real_1: 0.1828462928533554 (0.19691869851789975) | > loss_disc_real_2: 0.2065081149339676 (0.2065591474896983) | > loss_disc_real_3: 0.2381797730922699 (0.22727083610860924) | > loss_disc_real_4: 0.24412548542022705 (0.2270492738799045) | > loss_disc_real_5: 0.24460673332214355 (0.22124072125083522) | > loss_0: 2.338409900665283 (2.3182444446965267) | > grad_norm_0: tensor(6.8938, device='cuda:0') (tensor(10.1169, device='cuda:0')) | > loss_gen: 2.5231199264526367 (2.4967789022546065) | > loss_kl: 1.7532756328582764 (1.9091769582346867) | > loss_feat: 7.019042491912842 (6.9996003351713485) | > loss_mel: 17.217533111572266 (17.697678816945928) | > loss_duration: 1.9576013088226318 (2.0516136696464136) | > loss_1: 30.470571517944336 (31.154848801462276) | > grad_norm_1: tensor(70.2480, device='cuda:0') (tensor(86.4940, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.3683 (0.39231867539255244) | > loader_time: 0.0032 (0.003332778027183131)  --> TIME: 2024-06-11 23:45:38 -- STEP: 44/330 -- GLOBAL_STEP: 330925 | > loss_disc: 2.416938304901123 (2.330700858072802) | > loss_disc_real_0: 0.11349545419216156 (0.10311989638615739) | > loss_disc_real_1: 0.233343243598938 (0.19814257730137222) | > loss_disc_real_2: 0.2732364237308502 (0.2076813896948641) | > loss_disc_real_3: 0.24043899774551392 (0.22632162509994072) | > loss_disc_real_4: 0.24383331835269928 (0.23058743503960696) | > loss_disc_real_5: 0.222299262881279 (0.22018405388702045) | > loss_0: 2.416938304901123 (2.330700858072802) | > grad_norm_0: tensor(4.6774, device='cuda:0') (tensor(11.7982, device='cuda:0')) | > loss_gen: 2.342648506164551 (2.5210635445334693) | > loss_kl: 1.7976480722427368 (1.9136116883971475) | > loss_feat: 6.658501625061035 (7.160703377290205) | > loss_mel: 17.505226135253906 (17.5967811237682) | > loss_duration: 1.924494981765747 (2.0040824657136733) | > loss_1: 30.228519439697266 (31.196242115714334) | > grad_norm_1: tensor(67.7500, device='cuda:0') (tensor(127.9632, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.3825 (0.3837243860418145) | > loader_time: 0.0033 (0.0034492015838623047)  --> TIME: 2024-06-11 23:45:47 -- STEP: 69/330 -- GLOBAL_STEP: 330950 | > loss_disc: 2.452603340148926 (2.3368526610775278) | > loss_disc_real_0: 0.08852419257164001 (0.10539107229830562) | > loss_disc_real_1: 0.17379316687583923 (0.1968014983163364) | > loss_disc_real_2: 0.270352303981781 (0.20834569201089334) | > loss_disc_real_3: 0.2424289584159851 (0.2268733416778454) | > loss_disc_real_4: 0.22537702322006226 (0.23127907579359802) | > loss_disc_real_5: 0.26330140233039856 (0.2220158484103023) | > loss_0: 2.452603340148926 (2.3368526610775278) | > grad_norm_0: tensor(11.8110, device='cuda:0') (tensor(12.2951, device='cuda:0')) | > loss_gen: 2.521548271179199 (2.5090206671452173) | > loss_kl: 1.7480868101119995 (1.9185754268065742) | > loss_feat: 7.2581095695495605 (7.090131227520929) | > loss_mel: 17.449039459228516 (17.50851331240889) | > loss_duration: 1.9567949771881104 (1.9932884167933809) | > loss_1: 30.933578491210938 (31.019529066224028) | > grad_norm_1: tensor(216.8988, device='cuda:0') (tensor(139.8420, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.385 (0.38086595742598817) | > loader_time: 0.0035 (0.0035990597545236783)  --> TIME: 2024-06-11 23:45:57 -- STEP: 94/330 -- GLOBAL_STEP: 330975 | > loss_disc: 2.2941994667053223 (2.3414178452593233) | > loss_disc_real_0: 0.18361616134643555 (0.10856351192961348) | > loss_disc_real_1: 0.2282496839761734 (0.19667014463784846) | > loss_disc_real_2: 0.2023143470287323 (0.20996319185546103) | > loss_disc_real_3: 0.19755133986473083 (0.22726011196983623) | > loss_disc_real_4: 0.21097204089164734 (0.23055369898359826) | > loss_disc_real_5: 0.21827949583530426 (0.22060141775836337) | > loss_0: 2.2941994667053223 (2.3414178452593233) | > grad_norm_0: tensor(9.8276, device='cuda:0') (tensor(13.3483, device='cuda:0')) | > loss_gen: 2.6135382652282715 (2.5013322145380874) | > loss_kl: 1.967272162437439 (1.9317365998917437) | > loss_feat: 7.071301460266113 (7.040943252279403) | > loss_mel: 17.66600799560547 (17.439707827060783) | > loss_duration: 2.00844144821167 (1.990744929364387) | > loss_1: 31.326562881469727 (30.904464843425345) | > grad_norm_1: tensor(99.1167, device='cuda:0') (tensor(157.6028, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.3717 (0.3783418954686914) | > loader_time: 0.0044 (0.0037000990928487574)  --> TIME: 2024-06-11 23:46:06 -- STEP: 119/330 -- GLOBAL_STEP: 331000 | > loss_disc: 2.350323438644409 (2.3352296793160328) | > loss_disc_real_0: 0.08600343018770218 (0.1092335059612739) | > loss_disc_real_1: 0.1569298803806305 (0.1951160996901889) | > loss_disc_real_2: 0.25103136897087097 (0.2101399380118907) | > loss_disc_real_3: 0.21645323932170868 (0.2271505561696381) | > loss_disc_real_4: 0.22455906867980957 (0.22878377527749838) | > loss_disc_real_5: 0.20306602120399475 (0.21974652980556006) | > loss_0: 2.350323438644409 (2.3352296793160328) | > grad_norm_0: tensor(15.0521, device='cuda:0') (tensor(15.8851, device='cuda:0')) | > loss_gen: 2.6628150939941406 (2.5136906339340856) | > loss_kl: 1.9247119426727295 (1.9435250658948882) | > loss_feat: 7.252254962921143 (7.093125343322754) | > loss_mel: 17.981077194213867 (17.43892316257253) | > loss_duration: 1.9813051223754883 (1.9928237971137552) | > loss_1: 31.802162170410156 (30.98208796076414) | > grad_norm_1: tensor(306.6640, device='cuda:0') (tensor(191.6707, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.3616 (0.3771287453274766) | > loader_time: 0.0039 (0.003773927688598633) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_331000.pth  --> TIME: 2024-06-11 23:46:21 -- STEP: 144/330 -- GLOBAL_STEP: 331025 | > loss_disc: 2.2121951580047607 (2.3411138885551037) | > loss_disc_real_0: 0.09892553836107254 (0.11058271314120954) | > loss_disc_real_1: 0.1627957820892334 (0.19478327646437615) | > loss_disc_real_2: 0.22783638536930084 (0.21148723343180287) | > loss_disc_real_3: 0.194345161318779 (0.22737193097256952) | > loss_disc_real_4: 0.24952194094657898 (0.23002051282674074) | > loss_disc_real_5: 0.1875162422657013 (0.21914018876850608) | > loss_0: 2.2121951580047607 (2.3411138885551037) | > grad_norm_0: tensor(27.8071, device='cuda:0') (tensor(17.4966, device='cuda:0')) | > loss_gen: 2.7749247550964355 (2.518404498696327) | > loss_kl: 1.9305849075317383 (1.9487978062695928) | > loss_feat: 7.811969757080078 (7.087026907338036) | > loss_mel: 17.876718521118164 (17.434477335876892) | > loss_duration: 2.0031204223632812 (1.9983682889077399) | > loss_1: 32.39731979370117 (30.987074851989746) | > grad_norm_1: tensor(452.2496, device='cuda:0') (tensor(215.7559, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.3916 (0.37902596261766214) | > loader_time: 0.0043 (0.0038749989536073473)  --> TIME: 2024-06-11 23:46:31 -- STEP: 169/330 -- GLOBAL_STEP: 331050 | > loss_disc: 2.3577780723571777 (2.3490599951095152) | > loss_disc_real_0: 0.1059495061635971 (0.11348710050420648) | > loss_disc_real_1: 0.17060796916484833 (0.1956206803050267) | > loss_disc_real_2: 0.16387636959552765 (0.2115188887309746) | > loss_disc_real_3: 0.21003039181232452 (0.22859943459725238) | > loss_disc_real_4: 0.24931950867176056 (0.2299931272423479) | > loss_disc_real_5: 0.1978841871023178 (0.2196892225707071) | > loss_0: 2.3577780723571777 (2.3490599951095152) | > grad_norm_0: tensor(33.8402, device='cuda:0') (tensor(20.1016, device='cuda:0')) | > loss_gen: 2.269894599914551 (2.518106880978016) | > loss_kl: 1.983488917350769 (1.956257512583535) | > loss_feat: 7.328219413757324 (7.066082313921324) | > loss_mel: 17.8767147064209 (17.423497098437437) | > loss_duration: 2.068418025970459 (2.003515645597109) | > loss_1: 31.526735305786133 (30.967459413426866) | > grad_norm_1: tensor(350.0619, device='cuda:0') (tensor(238.8230, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.3987 (0.38070040623817203) | > loader_time: 0.0047 (0.00398026274506157)  --> TIME: 2024-06-11 23:46:41 -- STEP: 194/330 -- GLOBAL_STEP: 331075 | > loss_disc: 2.3764562606811523 (2.3527007434786014) | > loss_disc_real_0: 0.10411730408668518 (0.11453460855889566) | > loss_disc_real_1: 0.19649876654148102 (0.19589517223312683) | > loss_disc_real_2: 0.21571290493011475 (0.21237638661849131) | > loss_disc_real_3: 0.24252787232398987 (0.22859117396406292) | > loss_disc_real_4: 0.23396869003772736 (0.23022301794634653) | > loss_disc_real_5: 0.2543579339981079 (0.2200971842580235) | > loss_0: 2.3764562606811523 (2.3527007434786014) | > grad_norm_0: tensor(23.6370, device='cuda:0') (tensor(21.8398, device='cuda:0')) | > loss_gen: 2.4254631996154785 (2.5153335050209282) | > loss_kl: 2.165163516998291 (1.9679841614261115) | > loss_feat: 6.586584568023682 (7.037900762459667) | > loss_mel: 17.170455932617188 (17.37758229934064) | > loss_duration: 2.0306811332702637 (2.0116324596798303) | > loss_1: 30.378347396850586 (30.910433149829352) | > grad_norm_1: tensor(338.7594, device='cuda:0') (tensor(256.7012, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.399 (0.3830440720332036) | > loader_time: 0.0055 (0.004102147731584371)  --> TIME: 2024-06-11 23:46:51 -- STEP: 219/330 -- GLOBAL_STEP: 331100 | > loss_disc: 2.352343797683716 (2.3553007215125397) | > loss_disc_real_0: 0.20908358693122864 (0.11644154375410515) | > loss_disc_real_1: 0.1731855720281601 (0.19603960307901852) | > loss_disc_real_2: 0.2372671216726303 (0.21218065352744708) | > loss_disc_real_3: 0.22066673636436462 (0.22854806469183533) | > loss_disc_real_4: 0.22989359498023987 (0.22996075539828437) | > loss_disc_real_5: 0.24146294593811035 (0.22000797467144656) | > loss_0: 2.352343797683716 (2.3553007215125397) | > grad_norm_0: tensor(58.5793, device='cuda:0') (tensor(23.9874, device='cuda:0')) | > loss_gen: 2.487846612930298 (2.513030550795603) | > loss_kl: 2.2436089515686035 (1.978324766572752) | > loss_feat: 6.822203159332275 (7.035459283280046) | > loss_mel: 17.220417022705078 (17.355304853012566) | > loss_duration: 2.0925612449645996 (2.0195573356053607) | > loss_1: 30.866636276245117 (30.901676744086558) | > grad_norm_1: tensor(487.8923, device='cuda:0') (tensor(275.7805, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.4045 (0.384740908940633) | > loader_time: 0.0055 (0.0042115335595117875)  --> TIME: 2024-06-11 23:47:02 -- STEP: 244/330 -- GLOBAL_STEP: 331125 | > loss_disc: 2.353172540664673 (2.356455100364374) | > loss_disc_real_0: 0.17877624928951263 (0.1184445471487573) | > loss_disc_real_1: 0.19197401404380798 (0.19590901763590632) | > loss_disc_real_2: 0.20634353160858154 (0.21165651241775418) | > loss_disc_real_3: 0.25822246074676514 (0.22889389122118714) | > loss_disc_real_4: 0.23634357750415802 (0.22961678044473538) | > loss_disc_real_5: 0.2347148060798645 (0.219284502758843) | > loss_0: 2.353172540664673 (2.356455100364374) | > grad_norm_0: tensor(60.4129, device='cuda:0') (tensor(26.7589, device='cuda:0')) | > loss_gen: 2.6127586364746094 (2.5141905428933318) | > loss_kl: 2.101989984512329 (1.9843735948937837) | > loss_feat: 7.788570880889893 (7.041081903410739) | > loss_mel: 16.860794067382812 (17.31424462208982) | > loss_duration: 2.0423316955566406 (2.028870704721231) | > loss_1: 31.406444549560547 (30.882761298633014) | > grad_norm_1: tensor(457.9514, device='cuda:0') (tensor(297.1882, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.42 (0.38770105408840483) | > loader_time: 0.0058 (0.004334380392168391)  --> TIME: 2024-06-11 23:47:13 -- STEP: 269/330 -- GLOBAL_STEP: 331150 | > loss_disc: 2.42024302482605 (2.3574109635831717) | > loss_disc_real_0: 0.14477793872356415 (0.11856630643947418) | > loss_disc_real_1: 0.19079163670539856 (0.19598610103684286) | > loss_disc_real_2: 0.21028709411621094 (0.21173195446734092) | > loss_disc_real_3: 0.2624530792236328 (0.2294931883705593) | > loss_disc_real_4: 0.2536982297897339 (0.22994327999402156) | > loss_disc_real_5: 0.27514922618865967 (0.2194702349409295) | > loss_0: 2.42024302482605 (2.3574109635831717) | > grad_norm_0: tensor(16.8225, device='cuda:0') (tensor(26.9052, device='cuda:0')) | > loss_gen: 2.4286012649536133 (2.511688923747123) | > loss_kl: 1.9530287981033325 (1.9922530495987505) | > loss_feat: 6.47634220123291 (7.054537037491356) | > loss_mel: 16.697650909423828 (17.267937777210786) | > loss_duration: 2.126086473464966 (2.037430828831895) | > loss_1: 29.68170928955078 (30.863847534009516) | > grad_norm_1: tensor(60.3641, device='cuda:0') (tensor(307.7636, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.4375 (0.39192433516775355) | > loader_time: 0.0056 (0.00448264685705249)  --> TIME: 2024-06-11 23:47:24 -- STEP: 294/330 -- GLOBAL_STEP: 331175 | > loss_disc: 2.3319950103759766 (2.358806795814411) | > loss_disc_real_0: 0.14898651838302612 (0.11932195581140972) | > loss_disc_real_1: 0.1801675260066986 (0.19634627031327104) | > loss_disc_real_2: 0.214371457695961 (0.21175087258523823) | > loss_disc_real_3: 0.2387622445821762 (0.22911921919000391) | > loss_disc_real_4: 0.20549246668815613 (0.23032916504509596) | > loss_disc_real_5: 0.212315633893013 (0.21977203689059438) | > loss_0: 2.3319950103759766 (2.358806795814411) | > grad_norm_0: tensor(50.8466, device='cuda:0') (tensor(27.8037, device='cuda:0')) | > loss_gen: 2.4804794788360596 (2.5075678030649815) | > loss_kl: 2.1593263149261475 (1.9998766277112117) | > loss_feat: 7.228485107421875 (7.051680741666937) | > loss_mel: 17.170408248901367 (17.207082952771863) | > loss_duration: 2.189851760864258 (2.047594789745044) | > loss_1: 31.228551864624023 (30.81380283589266) | > grad_norm_1: tensor(511.2094, device='cuda:0') (tensor(320.3006, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.4695 (0.3975250315504009) | > loader_time: 0.0071 (0.004652205778627983)  --> TIME: 2024-06-11 23:47:38 -- STEP: 319/330 -- GLOBAL_STEP: 331200 | > loss_disc: 2.406940460205078 (2.3622371537558347) | > loss_disc_real_0: 0.15044063329696655 (0.12018578971347839) | > loss_disc_real_1: 0.15989390015602112 (0.1967014480954427) | > loss_disc_real_2: 0.22357267141342163 (0.21183933780111117) | > loss_disc_real_3: 0.24219825863838196 (0.2295953768734648) | > loss_disc_real_4: 0.2809070348739624 (0.23079835256812714) | > loss_disc_real_5: 0.26952189207077026 (0.22030713794560272) | > loss_0: 2.406940460205078 (2.3622371537558347) | > grad_norm_0: tensor(44.8687, device='cuda:0') (tensor(28.3897, device='cuda:0')) | > loss_gen: 2.3898568153381348 (2.502846302283595) | > loss_kl: 2.013864040374756 (2.00555547800931) | > loss_feat: 8.342302322387695 (7.058588899415115) | > loss_mel: 17.429405212402344 (17.161230840653076) | > loss_duration: 2.243476390838623 (2.061511704914247) | > loss_1: 32.41890335083008 (30.789733151283382) | > grad_norm_1: tensor(404.4413, device='cuda:0') (tensor(330.1370, device='cuda:0')) | > current_lr_0: 0.00018241998090368867 | > current_lr_1: 0.00018241998090368867 | > step_time: 0.5569 (0.4070149013614954) | > loader_time: 0.0093 (0.004890012143173939)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.684225559234619 (2.684225559234619) | > loss_disc_real_0: 0.15405356884002686 (0.15405356884002686) | > loss_disc_real_1: 0.2669885754585266 (0.2669885754585266) | > loss_disc_real_2: 0.2521188259124756 (0.2521188259124756) | > loss_disc_real_3: 0.29945987462997437 (0.29945987462997437) | > loss_disc_real_4: 0.2920452654361725 (0.2920452654361725) | > loss_disc_real_5: 0.32999446988105774 (0.32999446988105774) | > loss_0: 2.684225559234619 (2.684225559234619) | > loss_gen: 2.2056806087493896 (2.2056806087493896) | > loss_kl: 2.641261100769043 (2.641261100769043) | > loss_feat: 4.013530731201172 (4.013530731201172) | > loss_mel: 14.600661277770996 (14.600661277770996) | > loss_duration: 3.084397077560425 (3.084397077560425) | > loss_1: 26.545530319213867 (26.545530319213867)  --> STEP: 1 | > loss_disc: 2.1807422637939453 (2.1807422637939453) | > loss_disc_real_0: 0.04009326547384262 (0.04009326547384262) | > loss_disc_real_1: 0.14482350647449493 (0.14482350647449493) | > loss_disc_real_2: 0.16354583203792572 (0.16354583203792572) | > loss_disc_real_3: 0.2287074774503708 (0.2287074774503708) | > loss_disc_real_4: 0.2720511257648468 (0.2720511257648468) | > loss_disc_real_5: 0.23776239156723022 (0.23776239156723022) | > loss_0: 2.1807422637939453 (2.1807422637939453) | > loss_gen: 2.3940787315368652 (2.3940787315368652) | > loss_kl: 2.8405418395996094 (2.8405418395996094) | > loss_feat: 6.875323295593262 (6.875323295593262) | > loss_mel: 17.836336135864258 (17.836336135864258) | > loss_duration: 2.314642906188965 (2.314642906188965) | > loss_1: 32.260921478271484 (32.260921478271484)  --> STEP: 2 | > loss_disc: 2.4972312450408936 (2.3389867544174194) | > loss_disc_real_0: 0.11297090351581573 (0.07653208449482918) | > loss_disc_real_1: 0.15791460871696472 (0.15136905759572983) | > loss_disc_real_2: 0.18532803654670715 (0.17443693429231644) | > loss_disc_real_3: 0.27911731600761414 (0.25391239672899246) | > loss_disc_real_4: 0.2619129717350006 (0.2669820487499237) | > loss_disc_real_5: 0.2847892940044403 (0.26127584278583527) | > loss_0: 2.4972312450408936 (2.3389867544174194) | > loss_gen: 2.237452507019043 (2.315765619277954) | > loss_kl: 2.391545295715332 (2.6160435676574707) | > loss_feat: 5.676511764526367 (6.2759175300598145) | > loss_mel: 17.640995025634766 (17.73866558074951) | > loss_duration: 2.416290521621704 (2.3654667139053345) | > loss_1: 30.362796783447266 (31.311859130859375)  --> STEP: 3 | > loss_disc: 2.268601894378662 (2.3155251344045005) | > loss_disc_real_0: 0.09370967745780945 (0.0822579488158226) | > loss_disc_real_1: 0.13368669152259827 (0.14547493557135263) | > loss_disc_real_2: 0.20296445488929749 (0.18394610782464346) | > loss_disc_real_3: 0.22934862971305847 (0.2457244743903478) | > loss_disc_real_4: 0.3198946714401245 (0.2846195896466573) | > loss_disc_real_5: 0.23972855508327484 (0.25409341355164844) | > loss_0: 2.268601894378662 (2.3155251344045005) | > loss_gen: 2.4860870838165283 (2.372539440790812) | > loss_kl: 3.174959897994995 (2.802349011103312) | > loss_feat: 6.953742980957031 (6.501859347025554) | > loss_mel: 15.99094295501709 (17.15609137217204) | > loss_duration: 2.352999210357666 (2.361310879389445) | > loss_1: 30.95873260498047 (31.19415028889974)  --> STEP: 4 | > loss_disc: 2.401979684829712 (2.3371387720108032) | > loss_disc_real_0: 0.1594124734401703 (0.10154657997190952) | > loss_disc_real_1: 0.15300260484218597 (0.14735685288906097) | > loss_disc_real_2: 0.20322182774543762 (0.188765037804842) | > loss_disc_real_3: 0.24693800508975983 (0.2460278570652008) | > loss_disc_real_4: 0.24607236683368683 (0.2749827839434147) | > loss_disc_real_5: 0.23925460875034332 (0.2503837123513222) | > loss_0: 2.401979684829712 (2.3371387720108032) | > loss_gen: 2.485868453979492 (2.400871694087982) | > loss_kl: 3.26497483253479 (2.9180054664611816) | > loss_feat: 6.9731879234313965 (6.619691491127014) | > loss_mel: 17.487951278686523 (17.23905634880066) | > loss_duration: 2.358684539794922 (2.360654294490814) | > loss_1: 32.5706672668457 (31.53827953338623)  --> STEP: 5 | > loss_disc: 2.394123077392578 (2.3485356330871583) | > loss_disc_real_0: 0.19992470741271973 (0.12122220546007156) | > loss_disc_real_1: 0.20908863842487335 (0.15970320999622345) | > loss_disc_real_2: 0.19187425076961517 (0.18938688039779664) | > loss_disc_real_3: 0.22238904237747192 (0.24130009412765502) | > loss_disc_real_4: 0.2692359685897827 (0.2738334208726883) | > loss_disc_real_5: 0.21888341009616852 (0.24408365190029144) | > loss_0: 2.394123077392578 (2.3485356330871583) | > loss_gen: 2.4547650814056396 (2.411650371551514) | > loss_kl: 3.0977137088775635 (2.953947114944458) | > loss_feat: 5.189507961273193 (6.33365478515625) | > loss_mel: 18.103042602539062 (17.41185359954834) | > loss_duration: 2.3564531803131104 (2.3598140716552733) | > loss_1: 31.20148277282715 (31.470920181274415)  --> STEP: 6 | > loss_disc: 2.394278049468994 (2.3561593691507974) | > loss_disc_real_0: 0.10200102627277374 (0.11801867559552193) | > loss_disc_real_1: 0.1869671791791916 (0.16424720486005148) | > loss_disc_real_2: 0.2400384247303009 (0.19782880445321402) | > loss_disc_real_3: 0.27830934524536133 (0.24746830264727274) | > loss_disc_real_4: 0.2718873620033264 (0.27350907772779465) | > loss_disc_real_5: 0.23390015959739685 (0.24238640318314233) | > loss_0: 2.394278049468994 (2.3561593691507974) | > loss_gen: 2.406125545501709 (2.4107295672098794) | > loss_kl: 3.3792717456817627 (3.0248345534006753) | > loss_feat: 5.542169094085693 (6.201740503311157) | > loss_mel: 17.27837371826172 (17.389606952667236) | > loss_duration: 2.1969504356384277 (2.3326701323191323) | > loss_1: 30.80289077758789 (31.35958194732666)  --> STEP: 7 | > loss_disc: 1.9420284032821655 (2.2969978025981357) | > loss_disc_real_0: 0.04881245642900467 (0.10813207285744804) | > loss_disc_real_1: 0.13913825154304504 (0.16066021152905055) | > loss_disc_real_2: 0.20105178654193878 (0.19828923046588898) | > loss_disc_real_3: 0.2018691897392273 (0.2409541436604091) | > loss_disc_real_4: 0.2082844078540802 (0.26419126774583546) | > loss_disc_real_5: 0.1600106954574585 (0.23061844493661607) | > loss_0: 1.9420284032821655 (2.2969978025981357) | > loss_gen: 2.6439056396484375 (2.444040434701102) | > loss_kl: 4.611467361450195 (3.2514963831220354) | > loss_feat: 7.809529781341553 (6.431424685886928) | > loss_mel: 19.974411010742188 (17.758864675249374) | > loss_duration: 2.5622353553771973 (2.3654651641845703) | > loss_1: 37.6015510559082 (32.25129181998117)  --> STEP: 8 | > loss_disc: 2.630490303039551 (2.3386843651533127) | > loss_disc_real_0: 0.20864666998386383 (0.12069639749825001) | > loss_disc_real_1: 0.2676401138305664 (0.17403269931674004) | > loss_disc_real_2: 0.24429744482040405 (0.20404025726020336) | > loss_disc_real_3: 0.23075690865516663 (0.2396794892847538) | > loss_disc_real_4: 0.2741988003253937 (0.2654422093182802) | > loss_disc_real_5: 0.2855224907398224 (0.23748145066201687) | > loss_0: 2.630490303039551 (2.3386843651533127) | > loss_gen: 2.35002064704895 (2.432287961244583) | > loss_kl: 3.6399130821228027 (3.3000484704971313) | > loss_feat: 6.319070816040039 (6.417380452156067) | > loss_mel: 15.598590850830078 (17.48883044719696) | > loss_duration: 2.306835174560547 (2.3581364154815674) | > loss_1: 30.214431762695312 (31.996684312820438)  --> STEP: 9 | > loss_disc: 2.632478713989258 (2.37132818169064) | > loss_disc_real_0: 0.2944982349872589 (0.14000771277480656) | > loss_disc_real_1: 0.24421326816082 (0.1818305402994156) | > loss_disc_real_2: 0.2455805540084839 (0.2086558457877901) | > loss_disc_real_3: 0.2794077396392822 (0.24409373932414585) | > loss_disc_real_4: 0.37825432419776917 (0.27797688874933457) | > loss_disc_real_5: 0.3247981667518616 (0.24718330800533295) | > loss_0: 2.632478713989258 (2.37132818169064) | > loss_gen: 2.9734065532684326 (2.492412249247233) | > loss_kl: 2.745955228805542 (3.2384825547536216) | > loss_feat: 7.360993385314941 (6.522226333618164) | > loss_mel: 17.662202835083008 (17.508094045850967) | > loss_duration: 2.1520347595214844 (2.3352362314860025) | > loss_1: 32.89459228515625 (32.09645186530219)  --> STEP: 10 | > loss_disc: 2.6272695064544678 (2.3969223141670226) | > loss_disc_real_0: 0.10486556589603424 (0.13649349808692932) | > loss_disc_real_1: 0.2497704029083252 (0.18862452656030654) | > loss_disc_real_2: 0.4052148759365082 (0.2283117488026619) | > loss_disc_real_3: 0.3356392979621887 (0.2532482951879501) | > loss_disc_real_4: 0.3450887203216553 (0.28468807190656664) | > loss_disc_real_5: 0.32657793164253235 (0.2551227703690529) | > loss_0: 2.6272695064544678 (2.3969223141670226) | > loss_gen: 2.746685266494751 (2.517839550971985) | > loss_kl: 2.982910394668579 (3.212925338745117) | > loss_feat: 5.961873531341553 (6.466191053390503) | > loss_mel: 17.25796890258789 (17.483081531524657) | > loss_duration: 2.3861804008483887 (2.340330648422241) | > loss_1: 31.33561897277832 (32.020368576049805)  --> STEP: 11 | > loss_disc: 2.6801199913024902 (2.422667557542974) | > loss_disc_real_0: 0.18099932372570038 (0.1405394822359085) | > loss_disc_real_1: 0.17981776595115662 (0.18782391195947473) | > loss_disc_real_2: 0.2673812806606293 (0.23186352442611347) | > loss_disc_real_3: 0.26797541975975037 (0.2545871246944774) | > loss_disc_real_4: 0.314657598733902 (0.2874125743454153) | > loss_disc_real_5: 0.3569999635219574 (0.2643843333829533) | > loss_0: 2.6801199913024902 (2.422667557542974) | > loss_gen: 2.491145133972168 (2.515412785790183) | > loss_kl: 3.8689255714416504 (3.272561723535711) | > loss_feat: 5.8210015296936035 (6.407537460327148) | > loss_mel: 17.76026725769043 (17.508280233903363) | > loss_duration: 2.5319442749023438 (2.3577500690113413) | > loss_1: 32.47328567504883 (32.06154285777699)  --> STEP: 12 | > loss_disc: 2.706399440765381 (2.4463118811448417) | > loss_disc_real_0: 0.2238009124994278 (0.14747793475786844) | > loss_disc_real_1: 0.24582929909229279 (0.1926576942205429) | > loss_disc_real_2: 0.27302372455596924 (0.23529354110360146) | > loss_disc_real_3: 0.23174381256103516 (0.2526835153500239) | > loss_disc_real_4: 0.28238147497177124 (0.2869933160642783) | > loss_disc_real_5: 0.21447211503982544 (0.2602249818543593) | > loss_0: 2.706399440765381 (2.4463118811448417) | > loss_gen: 2.1995232105255127 (2.489088654518127) | > loss_kl: 3.175834894180298 (3.26450115442276) | > loss_feat: 5.541016578674316 (6.335327386856079) | > loss_mel: 16.42999267578125 (17.41842293739319) | > loss_duration: 2.295635223388672 (2.352573831876119) | > loss_1: 29.64200210571289 (31.859914461771652)  --> STEP: 13 | > loss_disc: 2.5674290657043457 (2.455628587649419) | > loss_disc_real_0: 0.1563672423362732 (0.14816172764851496) | > loss_disc_real_1: 0.17871922254562378 (0.19158550409170297) | > loss_disc_real_2: 0.2664862275123596 (0.2376929785196598) | > loss_disc_real_3: 0.23089668154716492 (0.2510076050574963) | > loss_disc_real_4: 0.24232174456119537 (0.2835570413332719) | > loss_disc_real_5: 0.28429171442985535 (0.2620762689755513) | > loss_0: 2.5674290657043457 (2.455628587649419) | > loss_gen: 2.096421241760254 (2.458883468921367) | > loss_kl: 3.1252691745758057 (3.2537910021268406) | > loss_feat: 4.442863464355469 (6.1897532389714165) | > loss_mel: 15.209822654724121 (17.248530607957107) | > loss_duration: 2.289215087890625 (2.3477000823387733) | > loss_1: 27.163589477539062 (31.49865869375376)  --> STEP: 14 | > loss_disc: 2.4101152420043945 (2.4523776343890598) | > loss_disc_real_0: 0.11060281097888947 (0.14547894788639887) | > loss_disc_real_1: 0.13895200192928314 (0.1878259682229587) | > loss_disc_real_2: 0.23677079379558563 (0.2376271081822259) | > loss_disc_real_3: 0.28572553396224976 (0.25348745712212156) | > loss_disc_real_4: 0.34899774193763733 (0.2882313770907266) | > loss_disc_real_5: 0.26041728258132935 (0.2619577699473926) | > loss_0: 2.4101152420043945 (2.4523776343890598) | > loss_gen: 2.488837242126465 (2.4610230241503026) | > loss_kl: 3.5527405738830566 (3.27514454296657) | > loss_feat: 5.651457786560059 (6.151303563799177) | > loss_mel: 19.123939514160156 (17.38248838697161) | > loss_duration: 2.422788381576538 (2.353063532284328) | > loss_1: 33.23976135253906 (31.62302316938128)  --> STEP: 15 | > loss_disc: 2.299015998840332 (2.442153525352478) | > loss_disc_real_0: 0.10788925737142563 (0.14297296851873398) | > loss_disc_real_1: 0.19593766331672668 (0.18836674789587657) | > loss_disc_real_2: 0.19803178310394287 (0.23498741984367372) | > loss_disc_real_3: 0.23736125230789185 (0.2524123768011729) | > loss_disc_real_4: 0.3271360397338867 (0.29082502126693727) | > loss_disc_real_5: 0.24986645579338074 (0.26115168233712516) | > loss_0: 2.299015998840332 (2.442153525352478) | > loss_gen: 2.6476428508758545 (2.473464345932006) | > loss_kl: 3.6678388118743896 (3.301324160893758) | > loss_feat: 8.178442001342773 (6.286446126302083) | > loss_mel: 19.253643035888672 (17.507232030232746) | > loss_duration: 2.382695436477661 (2.3550389925638835) | > loss_1: 36.1302604675293 (31.923505655924483)  --> STEP: 16 | > loss_disc: 2.5260493755340576 (2.4473970159888268) | > loss_disc_real_0: 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(0.2559547457430098) | > loss_0: 2.4208431243896484 (2.4431861175431147) | > loss_gen: 2.2643277645111084 (2.466251677936977) | > loss_kl: 2.772725820541382 (3.2294333246019153) | > loss_feat: 10.210548400878906 (6.448449532190959) | > loss_mel: 18.222726821899414 (17.469515164693195) | > loss_duration: 2.2650625705718994 (2.356831338670519) | > loss_1: 35.73539352416992 (31.970481236775715)  --> STEP: 19 | > loss_disc: 2.396054744720459 (2.440705518973501) | > loss_disc_real_0: 0.13039906322956085 (0.14744613398062556) | > loss_disc_real_1: 0.19579879939556122 (0.1830128948939474) | > loss_disc_real_2: 0.23860596120357513 (0.23874514275475553) | > loss_disc_real_3: 0.2448185235261917 (0.24922908293573479) | > loss_disc_real_4: 0.3059861660003662 (0.29099037694303614) | > loss_disc_real_5: 0.2616592049598694 (0.256254980438634) | > loss_0: 2.396054744720459 (2.440705518973501) | > loss_gen: 2.551088809967041 (2.4707167901490856) | > loss_kl: 2.2329611778259277 (3.176987422140021) | > 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32.04383087158203 (32.05832901000976)  --> STEP: 21 | > loss_disc: 2.1935598850250244 (2.434159591084435) | > loss_disc_real_0: 0.12182526290416718 (0.14676946366117113) | > loss_disc_real_1: 0.1559223234653473 (0.18067516031719388) | > loss_disc_real_2: 0.24301208555698395 (0.24188318564778283) | > loss_disc_real_3: 0.22140388190746307 (0.2471949997402373) | > loss_disc_real_4: 0.2915441393852234 (0.28964456135318395) | > loss_disc_real_5: 0.21630533039569855 (0.25174020585559664) | > loss_0: 2.1935598850250244 (2.434159591084435) | > loss_gen: 2.6419248580932617 (2.4687990688142314) | > loss_kl: 3.0774648189544678 (3.1288431258428666) | > loss_feat: 6.666110038757324 (6.573911008380708) | > loss_mel: 16.810577392578125 (17.507294518607004) | > loss_duration: 2.183931589126587 (2.347180128097534) | > loss_1: 31.3800106048584 (32.02602813357397)  --> STEP: 22 | > loss_disc: 2.355008602142334 (2.4305618188597937) | > loss_disc_real_0: 0.07994474470615387 (0.14373197643594307) | > loss_disc_real_1: 0.15171483159065247 (0.17935878173871475) | > loss_disc_real_2: 0.22107186913490295 (0.24093721671537918) | > loss_disc_real_3: 0.21555601060390472 (0.245756863870404) | > loss_disc_real_4: 0.2882493734359741 (0.28958114372058347) | > loss_disc_real_5: 0.27307194471359253 (0.2527098303491419) | > loss_0: 2.355008602142334 (2.4305618188597937) | > loss_gen: 2.4539356231689453 (2.4681234576485367) | > loss_kl: 2.6650140285491943 (3.1077599850567905) | > loss_feat: 7.6505022048950195 (6.622846971858632) | > loss_mel: 16.645734786987305 (17.46813271262429) | > loss_duration: 2.2026963233947754 (2.340612682429227) | > loss_1: 31.617881774902344 (32.00747602636163)  --> STEP: 23 | > loss_disc: 2.4410009384155273 (2.4310156936230864) | > loss_disc_real_0: 0.2008662223815918 (0.14621607408575388) | > loss_disc_real_1: 0.19326378405094147 (0.17996334705663763) | > loss_disc_real_2: 0.2614956796169281 (0.24183106292849002) | > loss_disc_real_3: 0.24560420215129852 (0.24575022640435593) | > loss_disc_real_4: 0.2576253116130829 (0.28819175971590955) | > loss_disc_real_5: 0.3135633170604706 (0.25535563411919965) | > loss_0: 2.4410009384155273 (2.4310156936230864) | > loss_gen: 2.6235809326171875 (2.4748824782993477) | > loss_kl: 2.615807056427002 (3.086370727290278) | > loss_feat: 9.302011489868164 (6.739332385685133) | > loss_mel: 15.868387222290039 (17.398578560870625) | > loss_duration: 2.28509783744812 (2.338198993517005) | > loss_1: 32.69488525390625 (32.03736338408096)  --> STEP: 24 | > loss_disc: 2.6829943656921387 (2.4415148049592967) | > loss_disc_real_0: 0.19569741189479828 (0.14827779649446407) | > loss_disc_real_1: 0.1674003154039383 (0.17943988740444183) | > loss_disc_real_2: 0.30863168835639954 (0.24461442232131958) | > loss_disc_real_3: 0.3048306405544281 (0.2482119103272756) | > loss_disc_real_4: 0.38058486580848694 (0.2920414724697669) | > loss_disc_real_5: 0.30952224135398865 (0.25761257608731586) | > loss_0: 2.6829943656921387 (2.4415148049592967) | > loss_gen: 2.6477255821228027 (2.4820842742919917) | > loss_kl: 2.367478847503662 (3.0564168989658356) | > loss_feat: 5.350781440734863 (6.681476096312205) | > loss_mel: 17.57413673400879 (17.40589348475138) | > loss_duration: 2.4074692726135254 (2.3410852551460266) | > loss_1: 30.347591400146484 (31.96695621808369)  --> STEP: 25 | > loss_disc: 2.4069509506225586 (2.440132250785827) | > loss_disc_real_0: 0.1625278741121292 (0.1488477995991707) | > loss_disc_real_1: 0.2197110652923584 (0.18105073451995848) | > loss_disc_real_2: 0.3336213231086731 (0.24817469835281372) | > loss_disc_real_3: 0.26482313871383667 (0.24887635946273803) | > loss_disc_real_4: 0.27649635076522827 (0.2914196676015854) | > loss_disc_real_5: 0.2546251714229584 (0.25749307990074155) | > loss_0: 2.4069509506225586 (2.440132250785827) | > loss_gen: 2.6837682723999023 (2.490151634216308) | > loss_kl: 2.95865797996521 (3.0525065422058106) | > loss_feat: 6.8743462562561035 (6.689190902709961) | > loss_mel: 16.324867248535156 (17.36265243530273) | > loss_duration: 2.404219150543213 (2.343610610961914) | > loss_1: 31.245859146118164 (31.93811233520507)  --> STEP: 26 | > loss_disc: 2.4826200008392334 (2.4417663950186506) | > loss_disc_real_0: 0.1578281819820404 (0.14919319892158875) | > loss_disc_real_1: 0.21207429468631744 (0.18224394837251076) | > loss_disc_real_2: 0.19076411426067352 (0.24596659896465448) | > loss_disc_real_3: 0.26582491397857666 (0.24952822694411644) | > loss_disc_real_4: 0.28348347544670105 (0.2911144294417821) | > loss_disc_real_5: 0.31186404824256897 (0.2595842709908118) | > loss_0: 2.4826200008392334 (2.4417663950186506) | > loss_gen: 2.6365082263946533 (2.495780733915475) | > loss_kl: 2.1549558639526367 (3.017985362272996) | > loss_feat: 8.995709419250488 (6.777903153346135) | > loss_mel: 18.47756576538086 (17.405533717228813) | > loss_duration: 2.2979612350463867 (2.3418548657343936) | > loss_1: 34.56270217895508 (32.039058098426224) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023775559205275318 (-0.00014002506549541747) | > avg_loss_disc: 2.4417663950186506 (-0.02690569712565516) | > avg_loss_disc_real_0: 0.14919319892158875 (-0.0257414817236937) | > avg_loss_disc_real_1: 0.18224394837251076 (+0.015097526117013094) | > avg_loss_disc_real_2: 0.24596659896465448 (-0.00944552169396326) | > avg_loss_disc_real_3: 0.24952822694411644 (+0.030783642656528026) | > avg_loss_disc_real_4: 0.2911144294417821 (+0.052469080457320544) | > avg_loss_disc_real_5: 0.2595842709908118 (-0.012486119682972308) | > avg_loss_0: 2.4417663950186506 (-0.02690569712565516) | > avg_loss_gen: 2.495780733915475 (+0.08820797388370138) | > avg_loss_kl: 3.017985362272996 (+0.07329686788412237) | > avg_loss_feat: 6.777903153346135 (-0.2986905391399679) | > avg_loss_mel: 17.405533717228813 (-0.3477651155912014) | > avg_loss_duration: 2.3418548657343936 (+0.00640266675215484) | > avg_loss_1: 32.039058098426224 (-0.47854746305026197)  > EPOCH: 737/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:48:04)   --> TIME: 2024-06-11 23:48:10 -- STEP: 14/330 -- GLOBAL_STEP: 331225 | > loss_disc: 2.3434183597564697 (2.336035507065909) | > loss_disc_real_0: 0.10068004578351974 (0.10218394760574613) | > loss_disc_real_1: 0.19287875294685364 (0.19811310193368367) | > loss_disc_real_2: 0.22155357897281647 (0.21277462371758052) | > loss_disc_real_3: 0.22812309861183167 (0.2182949185371399) | > loss_disc_real_4: 0.22535797953605652 (0.22392071783542633) | > loss_disc_real_5: 0.19107688963413239 (0.21959060217653) | > loss_0: 2.3434183597564697 (2.336035507065909) | > grad_norm_0: tensor(9.3740, device='cuda:0') (tensor(7.9453, device='cuda:0')) | > loss_gen: 2.554705858230591 (2.473158666065761) | > loss_kl: 1.8824492692947388 (1.8936261875288827) | > loss_feat: 7.36076021194458 (6.94050019127982) | > loss_mel: 17.02594757080078 (17.735578400748114) | > loss_duration: 1.9834511280059814 (2.0622339674404686) | > loss_1: 30.807315826416016 (31.10509763445173) | > grad_norm_1: tensor(40.4400, device='cuda:0') (tensor(72.3329, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3566 (0.37308548177991596) | > loader_time: 0.0031 (0.003281371934073312)  --> TIME: 2024-06-11 23:48:19 -- STEP: 39/330 -- GLOBAL_STEP: 331250 | > loss_disc: 2.3400750160217285 (2.345217857605373) | > loss_disc_real_0: 0.09170466661453247 (0.10507618635892868) | > loss_disc_real_1: 0.1843690425157547 (0.1960282929432698) | > loss_disc_real_2: 0.21135513484477997 (0.21052660582921442) | > loss_disc_real_3: 0.2119230031967163 (0.2261661749619704) | > loss_disc_real_4: 0.21796661615371704 (0.22886080008286697) | > loss_disc_real_5: 0.20477412641048431 (0.22107310937001154) | > loss_0: 2.3400750160217285 (2.345217857605373) | > grad_norm_0: tensor(13.9528, device='cuda:0') (tensor(8.0721, device='cuda:0')) | > loss_gen: 2.546084403991699 (2.4783310767931823) | > loss_kl: 1.9178309440612793 (1.941700021425883) | > loss_feat: 7.232037544250488 (6.955269067715376) | > loss_mel: 17.26338768005371 (17.53423143044496) | > loss_duration: 2.00706148147583 (2.0088196778908753) | > loss_1: 30.966400146484375 (30.918351344573193) | > grad_norm_1: tensor(140.6854, device='cuda:0') (tensor(74.6302, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3684 (0.3695208353874011) | > loader_time: 0.0033 (0.003442195745614859)  --> TIME: 2024-06-11 23:48:29 -- STEP: 64/330 -- GLOBAL_STEP: 331275 | > loss_disc: 2.273651123046875 (2.3453412055969256) | > loss_disc_real_0: 0.08543182909488678 (0.10785168432630599) | > loss_disc_real_1: 0.2050550878047943 (0.1963010234758258) | > loss_disc_real_2: 0.2018793225288391 (0.21064056898467243) | > loss_disc_real_3: 0.21632646024227142 (0.22592618176713586) | > loss_disc_real_4: 0.23554067313671112 (0.2303693660069257) | > loss_disc_real_5: 0.21323725581169128 (0.22160221356898546) | > loss_0: 2.273651123046875 (2.3453412055969256) | > grad_norm_0: tensor(6.7794, device='cuda:0') (tensor(8.3887, device='cuda:0')) | > loss_gen: 2.543341875076294 (2.4683830328285694) | > loss_kl: 1.9728078842163086 (1.9643462114036083) | > loss_feat: 8.121671676635742 (6.989083021879196) | > loss_mel: 18.207942962646484 (17.565348505973816) | > loss_duration: 1.980334758758545 (1.9934470374137159) | > loss_1: 32.82609939575195 (30.98060780763626) | > grad_norm_1: tensor(69.8269, device='cuda:0') (tensor(82.8411, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3827 (0.3695468492805958) | > loader_time: 0.0037 (0.0034690797328948975)  --> TIME: 2024-06-11 23:48:39 -- STEP: 89/330 -- GLOBAL_STEP: 331300 | > loss_disc: 2.4082725048065186 (2.3517901334869746) | > loss_disc_real_0: 0.13582317531108856 (0.111976320907641) | > loss_disc_real_1: 0.21251286566257477 (0.19644891998071348) | > loss_disc_real_2: 0.22549547255039215 (0.21063505196839236) | > loss_disc_real_3: 0.22367919981479645 (0.22768425506152465) | > loss_disc_real_4: 0.22689783573150635 (0.23166584650452218) | > loss_disc_real_5: 0.23628026247024536 (0.2224328551399574) | > loss_0: 2.4082725048065186 (2.3517901334869746) | > grad_norm_0: tensor(5.0450, device='cuda:0') (tensor(8.4241, device='cuda:0')) | > loss_gen: 2.3771302700042725 (2.465910729397549) | > loss_kl: 1.887415885925293 (1.9675460009092696) | > loss_feat: 6.821793079376221 (6.953404121184617) | > loss_mel: 17.46872329711914 (17.49725723266602) | > loss_duration: 2.001000165939331 (1.9870826314004617) | > loss_1: 30.556062698364258 (30.871200711539622) | > grad_norm_1: tensor(40.5930, device='cuda:0') (tensor(81.4309, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3659 (0.3717080716336711) | > loader_time: 0.0058 (0.003555884521998716)  --> TIME: 2024-06-11 23:48:48 -- STEP: 114/330 -- GLOBAL_STEP: 331325 | > loss_disc: 2.4080469608306885 (2.3547261388678318) | > loss_disc_real_0: 0.1569032520055771 (0.11293190874551472) | > loss_disc_real_1: 0.2148081213235855 (0.19774853281284632) | > loss_disc_real_2: 0.20883774757385254 (0.20995752160486422) | > loss_disc_real_3: 0.25198498368263245 (0.22734789328094115) | > loss_disc_real_4: 0.22681158781051636 (0.23136027000452342) | > loss_disc_real_5: 0.21891023218631744 (0.22233671381285317) | > loss_0: 2.4080469608306885 (2.3547261388678318) | > grad_norm_0: tensor(6.5939, device='cuda:0') (tensor(8.8152, device='cuda:0')) | > loss_gen: 2.4885804653167725 (2.465274279577691) | > loss_kl: 1.955521821975708 (1.9706989809086448) | > loss_feat: 7.320624351501465 (6.96550805108589) | > loss_mel: 17.93390655517578 (17.45944973460415) | > loss_duration: 2.0093817710876465 (1.9889850919706777) | > loss_1: 31.70801544189453 (30.849916123507317) | > grad_norm_1: tensor(131.2606, device='cuda:0') (tensor(92.8330, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3542 (0.3729070362291838) | > loader_time: 0.0042 (0.003688596842581766)  --> TIME: 2024-06-11 23:48:58 -- STEP: 139/330 -- GLOBAL_STEP: 331350 | > loss_disc: 2.322988748550415 (2.3607788188852012) | > loss_disc_real_0: 0.10620856285095215 (0.11421631973424404) | > loss_disc_real_1: 0.19653822481632233 (0.19802327850739732) | > loss_disc_real_2: 0.15730886161327362 (0.20978848196619707) | > loss_disc_real_3: 0.2264922857284546 (0.22763834432732288) | > loss_disc_real_4: 0.24068056046962738 (0.23217155146513055) | > loss_disc_real_5: 0.19746427237987518 (0.22388006821810766) | > loss_0: 2.322988748550415 (2.3607788188852012) | > grad_norm_0: tensor(5.6553, device='cuda:0') (tensor(9.3171, device='cuda:0')) | > loss_gen: 2.463528633117676 (2.4610699149344475) | > loss_kl: 2.0330090522766113 (1.9768130178931806) | > loss_feat: 7.0300517082214355 (6.937315542920888) | > loss_mel: 17.125782012939453 (17.457518831431432) | > loss_duration: 2.0736591815948486 (1.9950685689775207) | > loss_1: 30.726030349731445 (30.82778579382588) | > grad_norm_1: tensor(65.1061, device='cuda:0') (tensor(98.5239, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3768 (0.3734424594494936) | > loader_time: 0.0045 (0.003787791986259625)  --> TIME: 2024-06-11 23:49:07 -- STEP: 164/330 -- GLOBAL_STEP: 331375 | > loss_disc: 2.3384976387023926 (2.362878042023358) | > loss_disc_real_0: 0.09141716361045837 (0.11564922091982714) | > loss_disc_real_1: 0.18235450983047485 (0.19733183821890413) | > loss_disc_real_2: 0.19965167343616486 (0.21059761668850735) | > loss_disc_real_3: 0.21309342980384827 (0.2279067365679799) | > loss_disc_real_4: 0.23480737209320068 (0.2324805651314375) | > loss_disc_real_5: 0.23671646416187286 (0.22437779469097524) | > loss_0: 2.3384976387023926 (2.362878042023358) | > grad_norm_0: tensor(6.5263, device='cuda:0') (tensor(9.2469, device='cuda:0')) | > loss_gen: 2.4661505222320557 (2.45943978210775) | > loss_kl: 1.9952051639556885 (1.990295253875779) | > loss_feat: 6.791464805603027 (6.923259034389403) | > loss_mel: 17.213281631469727 (17.43922950000297) | > loss_duration: 2.074888229370117 (1.9996610727252029) | > loss_1: 30.54098892211914 (30.8118846125719) | > grad_norm_1: tensor(99.5923, device='cuda:0') (tensor(93.9307, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3787 (0.37448254300326844) | > loader_time: 0.0041 (0.003903656471066359)  --> TIME: 2024-06-11 23:49:18 -- STEP: 189/330 -- GLOBAL_STEP: 331400 | > loss_disc: 2.3652291297912598 (2.364880496231969) | > loss_disc_real_0: 0.10950933396816254 (0.11723179307091174) | > loss_disc_real_1: 0.161542147397995 (0.19706043467004464) | > loss_disc_real_2: 0.1802690029144287 (0.2105298658842763) | > loss_disc_real_3: 0.21766656637191772 (0.2280531177129695) | > loss_disc_real_4: 0.20644547045230865 (0.23208033849322607) | > loss_disc_real_5: 0.23361240327358246 (0.22415517049807082) | > loss_0: 2.3652291297912598 (2.364880496231969) | > grad_norm_0: tensor(18.3400, device='cuda:0') (tensor(9.4903, device='cuda:0')) | > loss_gen: 2.3506698608398438 (2.455831063487543) | > loss_kl: 2.071606397628784 (1.9940775979763616) | > loss_feat: 6.957461833953857 (6.925696521839767) | > loss_mel: 17.226404190063477 (17.408325800819984) | > loss_duration: 2.070467710494995 (2.0073081519868645) | > loss_1: 30.67660903930664 (30.791239097635582) | > grad_norm_1: tensor(110.0942, device='cuda:0') (tensor(94.9668, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3882 (0.3780374590051237) | > loader_time: 0.0052 (0.004026011815146794)  --> TIME: 2024-06-11 23:49:28 -- STEP: 214/330 -- GLOBAL_STEP: 331425 | > loss_disc: 2.4419429302215576 (2.3670362390090385) | > loss_disc_real_0: 0.13857080042362213 (0.11809929951189835) | > loss_disc_real_1: 0.19976074993610382 (0.19725114991453208) | > loss_disc_real_2: 0.23132628202438354 (0.21126245776905078) | > loss_disc_real_3: 0.23721231520175934 (0.22818460385097522) | > loss_disc_real_4: 0.25223681330680847 (0.23258172149691625) | > loss_disc_real_5: 0.252523809671402 (0.22446398457912634) | > loss_0: 2.4419429302215576 (2.3670362390090385) | > grad_norm_0: tensor(26.9811, device='cuda:0') (tensor(9.9686, device='cuda:0')) | > loss_gen: 2.389108657836914 (2.4546091177753198) | > loss_kl: 1.864237904548645 (1.9999222939259538) | > loss_feat: 5.978277206420898 (6.920857801615635) | > loss_mel: 16.538043975830078 (17.363595793180348) | > loss_duration: 2.1204824447631836 (2.015859695795542) | > loss_1: 28.890148162841797 (30.754844665527344) | > grad_norm_1: tensor(201.3556, device='cuda:0') (tensor(99.3797, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.3891 (0.3808967120179506) | > loader_time: 0.0055 (0.004150188971902721)  --> TIME: 2024-06-11 23:49:39 -- STEP: 239/330 -- GLOBAL_STEP: 331450 | > loss_disc: 2.433865547180176 (2.3680040576966745) | > loss_disc_real_0: 0.12484327703714371 (0.11960369258121467) | > loss_disc_real_1: 0.23024065792560577 (0.19752914112482112) | > loss_disc_real_2: 0.20693790912628174 (0.21109620584603633) | > loss_disc_real_3: 0.22559022903442383 (0.22836499184245346) | > loss_disc_real_4: 0.19797994196414948 (0.23236481701978579) | > loss_disc_real_5: 0.21350039541721344 (0.2239111747327708) | > loss_0: 2.433865547180176 (2.3680040576966745) | > grad_norm_0: tensor(14.3094, device='cuda:0') (tensor(11.2551, device='cuda:0')) | > loss_gen: 2.479844570159912 (2.4541854668860656) | > loss_kl: 1.8666387796401978 (2.0014853113365962) | > loss_feat: 7.336100101470947 (6.915645681165751) | > loss_mel: 16.614171981811523 (17.33157072905215) | > loss_duration: 2.0654664039611816 (2.0246262036606866) | > loss_1: 30.362220764160156 (30.727513365166956) | > grad_norm_1: tensor(248.1629, device='cuda:0') (tensor(114.4020, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.4258 (0.38458964315917205) | > loader_time: 0.0061 (0.0042893687052706795)  --> TIME: 2024-06-11 23:49:50 -- STEP: 264/330 -- GLOBAL_STEP: 331475 | > loss_disc: 2.3236305713653564 (2.3669999115394833) | > loss_disc_real_0: 0.11374148726463318 (0.1200141218406233) | > loss_disc_real_1: 0.21427315473556519 (0.19757224060595036) | > loss_disc_real_2: 0.2586146295070648 (0.21096605638211424) | > loss_disc_real_3: 0.23002462089061737 (0.22848346552839785) | > loss_disc_real_4: 0.23802487552165985 (0.23210273107344453) | > loss_disc_real_5: 0.22482170164585114 (0.2237038620832291) | > loss_0: 2.3236305713653564 (2.3669999115394833) | > grad_norm_0: tensor(26.8028, device='cuda:0') (tensor(13.0254, device='cuda:0')) | > loss_gen: 2.5381975173950195 (2.461199659289736) | > loss_kl: 2.009188413619995 (2.0040838099790337) | > loss_feat: 7.229404449462891 (6.9460746627865415) | > loss_mel: 16.54157257080078 (17.296713456963026) | > loss_duration: 2.1498279571533203 (2.0327807705510756) | > loss_1: 30.468191146850586 (30.740852348732226) | > grad_norm_1: tensor(442.5719, device='cuda:0') (tensor(136.0337, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.4404 (0.3889493635206511) | > loader_time: 0.0066 (0.004437097997376413)  --> TIME: 2024-06-11 23:50:01 -- STEP: 289/330 -- GLOBAL_STEP: 331500 | > loss_disc: 2.340693950653076 (2.3673171023596544) | > loss_disc_real_0: 0.08368656784296036 (0.12077668451004787) | > loss_disc_real_1: 0.22069282829761505 (0.19789517843599547) | > loss_disc_real_2: 0.25244808197021484 (0.21110422073969792) | > loss_disc_real_3: 0.22807937860488892 (0.22825496764950273) | > loss_disc_real_4: 0.24459323287010193 (0.2314192908445444) | > loss_disc_real_5: 0.2673620879650116 (0.22303323251772092) | > loss_0: 2.340693950653076 (2.3673171023596544) | > grad_norm_0: tensor(48.6478, device='cuda:0') (tensor(15.4129, device='cuda:0')) | > loss_gen: 2.70194411277771 (2.4679624168105603) | > loss_kl: 2.040018320083618 (2.0064251340384303) | > loss_feat: 7.514560222625732 (6.96959908693307) | > loss_mel: 16.105152130126953 (17.25741858630855) | > loss_duration: 2.179340362548828 (2.0428348020698794) | > loss_1: 30.541015625 (30.744240031522864) | > grad_norm_1: tensor(611.0469, device='cuda:0') (tensor(158.4091, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.4505 (0.3940973653100355) | > loader_time: 0.0072 (0.004610566531910616) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_331500.pth  --> TIME: 2024-06-11 23:50:18 -- STEP: 314/330 -- GLOBAL_STEP: 331525 | > loss_disc: 2.442443370819092 (2.371901730063616) | > loss_disc_real_0: 0.10761512815952301 (0.1221910267831034) | > loss_disc_real_1: 0.21970391273498535 (0.19885687549023107) | > loss_disc_real_2: 0.22478489577770233 (0.21133902825557502) | > loss_disc_real_3: 0.21600328385829926 (0.22865555331016044) | > loss_disc_real_4: 0.23215730488300323 (0.23186659547174052) | > loss_disc_real_5: 0.2141091674566269 (0.2225166698739787) | > loss_0: 2.442443370819092 (2.371901730063616) | > grad_norm_0: tensor(18.2102, device='cuda:0') (tensor(17.6131, device='cuda:0')) | > loss_gen: 2.3388559818267822 (2.468384590877849) | > loss_kl: 2.0166056156158447 (2.008342353781318) | > loss_feat: 7.134725570678711 (6.993535696321232) | > loss_mel: 16.735883712768555 (17.223044398483935) | > loss_duration: 2.2489748001098633 (2.0560461066331084) | > loss_1: 30.47504425048828 (30.749353177987846) | > grad_norm_1: tensor(82.7452, device='cuda:0') (tensor(179.8569, device='cuda:0')) | > current_lr_0: 0.0001823971784060757 | > current_lr_1: 0.0001823971784060757 | > step_time: 0.5291 (0.4023994655366158) | > loader_time: 0.0082 (0.004857226541847181)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5226433277130127 (2.5226433277130127) | > loss_disc_real_0: 0.15938511490821838 (0.15938511490821838) | > loss_disc_real_1: 0.11547737568616867 (0.11547737568616867) | > loss_disc_real_2: 0.3250468969345093 (0.3250468969345093) | > loss_disc_real_3: 0.24736665189266205 (0.24736665189266205) | > loss_disc_real_4: 0.27092689275741577 (0.27092689275741577) | > loss_disc_real_5: 0.2221512496471405 (0.2221512496471405) | > loss_0: 2.5226433277130127 (2.5226433277130127) | > loss_gen: 2.2080631256103516 (2.2080631256103516) | > loss_kl: 2.5452167987823486 (2.5452167987823486) | > loss_feat: 7.128878593444824 (7.128878593444824) | > loss_mel: 18.366907119750977 (18.366907119750977) | > loss_duration: 2.9232518672943115 (2.9232518672943115) | > loss_1: 33.17231750488281 (33.17231750488281)  --> STEP: 1 | > loss_disc: 2.607872486114502 (2.607872486114502) | > loss_disc_real_0: 0.16621297597885132 (0.16621297597885132) | > loss_disc_real_1: 0.16165465116500854 (0.16165465116500854) | > loss_disc_real_2: 0.25139671564102173 (0.25139671564102173) | > loss_disc_real_3: 0.23970940709114075 (0.23970940709114075) | > loss_disc_real_4: 0.2204228937625885 (0.2204228937625885) | > loss_disc_real_5: 0.2076844573020935 (0.2076844573020935) | > loss_0: 2.607872486114502 (2.607872486114502) | > loss_gen: 1.9848850965499878 (1.9848850965499878) | > loss_kl: 3.582183599472046 (3.582183599472046) | > loss_feat: 3.9552245140075684 (3.9552245140075684) | > loss_mel: 15.775544166564941 (15.775544166564941) | > loss_duration: 2.434006690979004 (2.434006690979004) | > loss_1: 27.731842041015625 (27.731842041015625)  --> STEP: 2 | > loss_disc: 2.4196205139160156 (2.513746500015259) | > loss_disc_real_0: 0.15780603885650635 (0.16200950741767883) | > loss_disc_real_1: 0.10837839543819427 (0.1350165233016014) | > loss_disc_real_2: 0.2036270946264267 (0.2275119051337242) | > loss_disc_real_3: 0.2749940752983093 (0.25735174119472504) | > loss_disc_real_4: 0.33138370513916016 (0.27590329945087433) | > loss_disc_real_5: 0.3644089102745056 (0.28604668378829956) | > loss_0: 2.4196205139160156 (2.513746500015259) | > loss_gen: 2.5408220291137695 (2.2628535628318787) | > loss_kl: 3.018517017364502 (3.300350308418274) | > loss_feat: 6.619331359863281 (5.287277936935425) | > loss_mel: 17.20466423034668 (16.49010419845581) | > loss_duration: 2.4968748092651367 (2.4654407501220703) | > loss_1: 31.880210876464844 (29.806026458740234)  --> STEP: 3 | > loss_disc: 2.0473411083221436 (2.3582780361175537) | > loss_disc_real_0: 0.09865446388721466 (0.14089115957419077) | > loss_disc_real_1: 0.07553671300411224 (0.11518991986910503) | > loss_disc_real_2: 0.17276030778884888 (0.20926137268543243) | > loss_disc_real_3: 0.21792054176330566 (0.24420800805091858) | > loss_disc_real_4: 0.2163003534078598 (0.2560356507698695) | > loss_disc_real_5: 0.18873338401317596 (0.2536089171965917) | > loss_0: 2.0473411083221436 (2.3582780361175537) | > loss_gen: 2.3688340187072754 (2.2981803814570108) | > loss_kl: 2.5350453853607178 (3.0452486673990884) | > loss_feat: 7.452221870422363 (6.008925914764404) | > loss_mel: 17.473112106323242 (16.81777350107829) | > loss_duration: 2.3367505073547363 (2.422544002532959) | > loss_1: 32.16596603393555 (30.59267298380534)  --> STEP: 4 | > loss_disc: 2.3282220363616943 (2.350764036178589) | > loss_disc_real_0: 0.1121157854795456 (0.13369731605052948) | > loss_disc_real_1: 0.09776943922042847 (0.11083479970693588) | > loss_disc_real_2: 0.24392753839492798 (0.21792791411280632) | > loss_disc_real_3: 0.24233639240264893 (0.24374010413885117) | > loss_disc_real_4: 0.2092810869216919 (0.2443470098078251) | > loss_disc_real_5: 0.18903641402721405 (0.23746579140424728) | > loss_0: 2.3282220363616943 (2.350764036178589) | > loss_gen: 2.1171956062316895 (2.2529341876506805) | > loss_kl: 4.078197956085205 (3.3034859895706177) | > loss_feat: 7.215078830718994 (6.310464143753052) | > loss_mel: 16.357376098632812 (16.70267415046692) | > loss_duration: 2.4317686557769775 (2.4248501658439636) | > loss_1: 32.19961929321289 (30.994409561157227)  --> STEP: 5 | > loss_disc: 2.5549488067626953 (2.39160099029541) | > loss_disc_real_0: 0.16469445824623108 (0.1398967444896698) | > loss_disc_real_1: 0.11545182019472122 (0.11175820380449294) | > loss_disc_real_2: 0.256136953830719 (0.22556972205638887) | > loss_disc_real_3: 0.30510038137435913 (0.25601215958595275) | > loss_disc_real_4: 0.2913282513618469 (0.25374325811862947) | > loss_disc_real_5: 0.24813061952590942 (0.23959875702857972) | > loss_0: 2.5549488067626953 (2.39160099029541) | > loss_gen: 2.224809169769287 (2.247309184074402) | > loss_kl: 2.2035791873931885 (3.083504629135132) | > loss_feat: 4.553577423095703 (5.959086799621582) | > loss_mel: 16.771120071411133 (16.71636333465576) | > loss_duration: 2.400590419769287 (2.419998216629028) | > loss_1: 28.153676986694336 (30.426263046264648)  --> STEP: 6 | > loss_disc: 2.5222275257110596 (2.4133720795313516) | > loss_disc_real_0: 0.14496025443077087 (0.14074066281318665) | > loss_disc_real_1: 0.1325959712266922 (0.11523116504152615) | > loss_disc_real_2: 0.2917812764644623 (0.2366049811244011) | > loss_disc_real_3: 0.273916631937027 (0.2589962383111318) | > loss_disc_real_4: 0.2575530409812927 (0.25437822192907333) | > loss_disc_real_5: 0.2193475067615509 (0.23622354865074158) | > loss_0: 2.5222275257110596 (2.4133720795313516) | > loss_gen: 2.1508898735046387 (2.231239298979441) | > loss_kl: 3.169226884841919 (3.0977916717529297) | > loss_feat: 5.228560447692871 (5.837332407633464) | > loss_mel: 16.98526382446289 (16.76118008295695) | > loss_duration: 2.2712228298187256 (2.395202318827311) | > loss_1: 29.805164337158203 (30.322746594746906)  --> STEP: 7 | > loss_disc: 2.465684652328491 (2.4208453042166576) | > loss_disc_real_0: 0.2176208794116974 (0.1517235508986882) | > loss_disc_real_1: 0.12147407978773117 (0.11612301000526973) | > loss_disc_real_2: 0.2692013680934906 (0.24126160783427103) | > loss_disc_real_3: 0.26423123478889465 (0.2597440949508122) | > loss_disc_real_4: 0.23162773251533508 (0.251128152012825) | > loss_disc_real_5: 0.22538988292217255 (0.23467588211808885) | > loss_0: 2.465684652328491 (2.4208453042166576) | > loss_gen: 2.437152624130249 (2.2606554882866994) | > loss_kl: 4.670665264129639 (3.3224878992353166) | > loss_feat: 5.270720958709717 (5.756387914930071) | > loss_mel: 15.131537437438965 (16.528373990740096) | > loss_duration: 2.591336250305176 (2.4232214518955777) | > loss_1: 30.10141372680664 (30.291127613612584)  --> STEP: 8 | > loss_disc: 2.4779789447784424 (2.4279870092868805) | > loss_disc_real_0: 0.14341901242733002 (0.1506854835897684) | > loss_disc_real_1: 0.12885992228984833 (0.11771512404084206) | > loss_disc_real_2: 0.1403079330921173 (0.2286423984915018) | > loss_disc_real_3: 0.2391815334558487 (0.25717377476394176) | > loss_disc_real_4: 0.20429696142673492 (0.24527425318956375) | > loss_disc_real_5: 0.21589221060276031 (0.2323279231786728) | > loss_0: 2.4779789447784424 (2.4279870092868805) | > loss_gen: 1.9964593648910522 (2.2276309728622437) | > loss_kl: 3.3177595138549805 (3.3218968510627747) | > loss_feat: 9.404898643493652 (6.212451756000519) | > loss_mel: 18.416879653930664 (16.764437198638916) | > loss_duration: 2.333658456802368 (2.4120260775089264) | > loss_1: 35.46965789794922 (30.938443899154663)  --> STEP: 9 | > loss_disc: 2.5520355701446533 (2.441770182715522) | > loss_disc_real_0: 0.17445465922355652 (0.15332650310463375) | > loss_disc_real_1: 0.12641668319702148 (0.11868196394708422) | > loss_disc_real_2: 0.2610190808773041 (0.23223980764547983) | > loss_disc_real_3: 0.2551155090332031 (0.25694507857163745) | > loss_disc_real_4: 0.25051605701446533 (0.24585667583677503) | > loss_disc_real_5: 0.2562539875507355 (0.23498637477556863) | > loss_0: 2.5520355701446533 (2.441770182715522) | > loss_gen: 2.1969947814941406 (2.224226951599121) | > loss_kl: 2.3784468173980713 (3.217069069544474) | > loss_feat: 9.25680160522461 (6.550712850358751) | > loss_mel: 17.439157485961914 (16.839406119452583) | > loss_duration: 2.188375234603882 (2.3871759838528104) | > loss_1: 33.459774017333984 (31.218591690063477)  --> STEP: 10 | > loss_disc: 2.4774222373962402 (2.4453353881835938) | > loss_disc_real_0: 0.18797071278095245 (0.15679092407226564) | > loss_disc_real_1: 0.14377383887767792 (0.12119115144014359) | > loss_disc_real_2: 0.27808400988578796 (0.23682422786951066) | > loss_disc_real_3: 0.21096763014793396 (0.2523473337292671) | > loss_disc_real_4: 0.24242983758449554 (0.24551399201154708) | > loss_disc_real_5: 0.19537591934204102 (0.2310253292322159) | > loss_0: 2.4774222373962402 (2.4453353881835938) | > loss_gen: 2.214495897293091 (2.223253846168518) | > loss_kl: 2.935295820236206 (3.1888917446136475) | > loss_feat: 5.8748626708984375 (6.48312783241272) | > loss_mel: 14.477858543395996 (16.603251361846922) | > loss_duration: 2.3985984325408936 (2.3883182287216185) | > loss_1: 27.901111602783203 (30.88684368133545)  --> STEP: 11 | > loss_disc: 2.673107147216797 (2.466041911732067) | > loss_disc_real_0: 0.10581503063440323 (0.15215675194155087) | > loss_disc_real_1: 0.13193398714065552 (0.12216777286746285) | > loss_disc_real_2: 0.2563364803791046 (0.23859806900674646) | > loss_disc_real_3: 0.28306642174720764 (0.2551399780945344) | > loss_disc_real_4: 0.2661280930042267 (0.24738800119269977) | > loss_disc_real_5: 0.3098451793193817 (0.23819077014923096) | > loss_0: 2.673107147216797 (2.466041911732067) | > loss_gen: 2.108297824859619 (2.2128032987768) | > loss_kl: 3.768742084503174 (3.2416054118763316) | > loss_feat: 5.11680793762207 (6.358916932886297) | > loss_mel: 16.65886688232422 (16.60830731825395) | > loss_duration: 2.531857490539551 (2.401367252523249) | > loss_1: 30.1845703125 (30.823000647804953)  --> STEP: 12 | > loss_disc: 2.3123779296875 (2.4532365798950195) | > loss_disc_real_0: 0.0977347120642662 (0.14762158195177713) | > loss_disc_real_1: 0.1262713372707367 (0.12250973656773567) | > loss_disc_real_2: 0.29952552914619446 (0.24367535735170046) | > loss_disc_real_3: 0.19164200127124786 (0.24984848002592722) | > loss_disc_real_4: 0.18803471326828003 (0.2424418938656648) | > loss_disc_real_5: 0.18774746358394623 (0.23398716126879057) | > loss_0: 2.3123779296875 (2.4532365798950195) | > loss_gen: 2.2532730102539062 (2.2161757747332254) | > loss_kl: 3.376514434814453 (3.2528478304545083) | > loss_feat: 6.787112712860107 (6.394599914550781) | > loss_mel: 17.383525848388672 (16.672908862431843) | > loss_duration: 2.309478759765625 (2.39370987812678) | > loss_1: 32.10990524291992 (30.93024269739787)  --> STEP: 13 | > loss_disc: 2.3010499477386475 (2.441529915882991) | > loss_disc_real_0: 0.09048040956258774 (0.14322610715260872) | > loss_disc_real_1: 0.11977600306272507 (0.12229944937504254) | > loss_disc_real_2: 0.28125813603401184 (0.24656634032726288) | > loss_disc_real_3: 0.2548429071903229 (0.25023266673088074) | > loss_disc_real_4: 0.23146145045757294 (0.24159724437273467) | > loss_disc_real_5: 0.17832550406455994 (0.2297054953300036) | > loss_0: 2.3010499477386475 (2.441529915882991) | > loss_gen: 2.36944317817688 (2.227965574998122) | > loss_kl: 3.36592960357666 (3.2615464283869815) | > loss_feat: 6.890158176422119 (6.4327197808485765) | > loss_mel: 15.503210067749023 (16.58293203207163) | > loss_duration: 2.2866992950439453 (2.385478294812716) | > loss_1: 30.415441513061523 (30.89064260629507)  --> STEP: 14 | > loss_disc: 2.3400678634643555 (2.4342826264245168) | > loss_disc_real_0: 0.10532175004482269 (0.14051865307348116) | > loss_disc_real_1: 0.11445344984531403 (0.1217390208372048) | > loss_disc_real_2: 0.2806622385978699 (0.24900176163230622) | > loss_disc_real_3: 0.24474050104618073 (0.24984036918197358) | > loss_disc_real_4: 0.2239130437374115 (0.24033408718449728) | > loss_disc_real_5: 0.18436883389949799 (0.22646716237068176) | > loss_0: 2.3400678634643555 (2.4342826264245168) | > loss_gen: 2.3184762001037598 (2.234430619648525) | > loss_kl: 3.587630271911621 (3.2848381314958846) | > loss_feat: 6.067118167877197 (6.406605379922049) | > loss_mel: 17.505582809448242 (16.648835659027103) | > loss_duration: 2.429446220397949 (2.388618860925947) | > loss_1: 31.908252716064453 (30.96332904270717)  --> STEP: 15 | > loss_disc: 2.433976173400879 (2.434262196222941) | > loss_disc_real_0: 0.2186805009841919 (0.1457294429341952) | > loss_disc_real_1: 0.1558954119682312 (0.12401611357927322) | > loss_disc_real_2: 0.20867344737052917 (0.24631320734818776) | > loss_disc_real_3: 0.24513013660907745 (0.24952635367711384) | > loss_disc_real_4: 0.18023493885993958 (0.23632747729619344) | > loss_disc_real_5: 0.20589789748191833 (0.2250958780447642) | > loss_0: 2.433976173400879 (2.434262196222941) | > loss_gen: 2.2183632850646973 (2.2333594640096033) | > loss_kl: 4.0013604164123535 (3.332606283823649) | > loss_feat: 7.527822494506836 (6.4813531875610355) | > loss_mel: 18.647815704345703 (16.782100995381676) | > loss_duration: 2.3797616958618164 (2.388028383255005) | > loss_1: 34.775123596191406 (31.217448679606118)  --> STEP: 16 | > loss_disc: 2.22194766998291 (2.420992538332939) | > loss_disc_real_0: 0.13684603571891785 (0.14517422998324037) | > loss_disc_real_1: 0.1514749526977539 (0.12573229102417827) | > loss_disc_real_2: 0.2554713189601898 (0.2468855893239379) | > loss_disc_real_3: 0.23365439474582672 (0.2485343562439084) | > loss_disc_real_4: 0.18615055084228516 (0.23319141939282417) | > loss_disc_real_5: 0.23143930733203888 (0.22549234237521887) | > loss_0: 2.22194766998291 (2.420992538332939) | > loss_gen: 2.575448751449585 (2.254740044474602) | > loss_kl: 2.750826835632324 (3.2962450683116913) | > loss_feat: 10.042815208435059 (6.703944563865662) | > loss_mel: 16.97097396850586 (16.793905556201935) | > loss_duration: 2.4307656288146973 (2.3906994611024857) | > loss_1: 34.77083206176758 (31.43953514099121)  --> STEP: 17 | > loss_disc: 2.4434733390808105 (2.422314938376932) | > loss_disc_real_0: 0.15305279195308685 (0.14563767480499604) | > loss_disc_real_1: 0.20328561961650848 (0.13029425152960947) | > loss_disc_real_2: 0.2856138348579407 (0.24916372141417334) | > loss_disc_real_3: 0.25849997997283936 (0.24912056940443375) | > loss_disc_real_4: 0.2911926209926605 (0.23660325478104985) | > loss_disc_real_5: 0.2816770076751709 (0.22879732268698075) | > loss_0: 2.4434733390808105 (2.422314938376932) | > loss_gen: 2.6448662281036377 (2.2776886435116044) | > loss_kl: 2.5351803302764893 (3.2514765543096207) | > loss_feat: 6.427868843078613 (6.687704815584071) | > loss_mel: 16.709049224853516 (16.788914007299088) | > loss_duration: 2.4707753658294678 (2.395409808439367) | > loss_1: 30.78774070739746 (31.401194291956283)  --> STEP: 18 | > loss_disc: 2.303755521774292 (2.415728304121229) | > loss_disc_real_0: 0.058305539190769196 (0.14078588949309456) | > loss_disc_real_1: 0.12055405229330063 (0.12975312934981453) | > loss_disc_real_2: 0.2501390874385834 (0.24921790841552946) | > loss_disc_real_3: 0.2766767740249634 (0.25065146966112983) | > loss_disc_real_4: 0.21634626388549805 (0.23547786639796364) | > loss_disc_real_5: 0.21905037760734558 (0.22825582573811212) | > loss_0: 2.303755521774292 (2.415728304121229) | > loss_gen: 2.434448003768921 (2.286397496859233) | > loss_kl: 3.2311809062957764 (3.2503490183088513) | > loss_feat: 9.065030097961426 (6.8197784423828125) | > loss_mel: 17.3291015625 (16.81892442703247) | > loss_duration: 2.267726421356201 (2.3883162869347467) | > loss_1: 34.32748794555664 (31.56376616160075)  --> STEP: 19 | > loss_disc: 2.4288692474365234 (2.4164199327167712) | > loss_disc_real_0: 0.22311259806156158 (0.14511887415459282) | > loss_disc_real_1: 0.10153602808713913 (0.12826801875704213) | > loss_disc_real_2: 0.23302368819713593 (0.248365581035614) | > loss_disc_real_3: 0.3378846049308777 (0.255242687306906) | > loss_disc_real_4: 0.23262079060077667 (0.23532749398758537) | > loss_disc_real_5: 0.2569776177406311 (0.22976749900140261) | > loss_0: 2.4288692474365234 (2.4164199327167712) | > loss_gen: 2.4520392417907715 (2.2951154834345773) | > loss_kl: 2.433619260787964 (3.2073632415972257) | > loss_feat: 8.99838924407959 (6.934442168787906) | > loss_mel: 16.333057403564453 (16.79335247842889) | > loss_duration: 2.3890647888183594 (2.3883556817707263) | > loss_1: 32.606170654296875 (31.618629555953177)  --> STEP: 20 | > loss_disc: 2.3897721767425537 (2.41508754491806) | > loss_disc_real_0: 0.1618020236492157 (0.14595303162932396) | > loss_disc_real_1: 0.15995123982429504 (0.12985217981040478) | > loss_disc_real_2: 0.33740541338920593 (0.25281757265329363) | > loss_disc_real_3: 0.21091964840888977 (0.25302653536200526) | > loss_disc_real_4: 0.25981777906417847 (0.23655200824141503) | > loss_disc_real_5: 0.22166725993156433 (0.22936248704791068) | > loss_0: 2.3897721767425537 (2.41508754491806) | > loss_gen: 2.611543655395508 (2.3109368920326236) | > loss_kl: 2.3022265434265137 (3.1621064066886904) | > loss_feat: 6.122652053833008 (6.893852663040161) | > loss_mel: 17.716493606567383 (16.839509534835816) | > loss_duration: 2.2911508083343506 (2.3834954380989073) | > loss_1: 31.0440673828125 (31.589901447296143)  --> STEP: 21 | > loss_disc: 2.186892032623291 (2.404221091951643) | > loss_disc_real_0: 0.13699278235435486 (0.14552635309242068) | > loss_disc_real_1: 0.08332987874746323 (0.1276368321407409) | > loss_disc_real_2: 0.3106614947319031 (0.2555720451332274) | > loss_disc_real_3: 0.297344833612442 (0.25513693051678793) | > loss_disc_real_4: 0.22490616142749786 (0.23599744410741896) | > loss_disc_real_5: 0.242286816239357 (0.22997793129512242) | > loss_0: 2.186892032623291 (2.404221091951643) | > loss_gen: 2.8313894271850586 (2.3357203460875016) | > loss_kl: 3.1731526851654053 (3.162632419949486) | > loss_feat: 6.749276161193848 (6.886968067714146) | > loss_mel: 15.425841331481934 (16.772192001342773) | > loss_duration: 2.160433769226074 (2.372873453866868) | > loss_1: 30.34009552001953 (31.53038687933059)  --> STEP: 22 | > loss_disc: 2.582972764968872 (2.412346167997881) | > loss_disc_real_0: 0.132053405046463 (0.14491394636305896) | > loss_disc_real_1: 0.1631288081407547 (0.12925010377710516) | > loss_disc_real_2: 0.2640810012817383 (0.2559588158672506) | > loss_disc_real_3: 0.2446604073047638 (0.25466072491624137) | > loss_disc_real_4: 0.25270622968673706 (0.23675693436102432) | > loss_disc_real_5: 0.24572142958641052 (0.23069354485381732) | > loss_0: 2.582972764968872 (2.412346167997881) | > loss_gen: 2.175135850906372 (2.3284210508519956) | > loss_kl: 2.4075233936309814 (3.128309282389554) | > loss_feat: 6.744065761566162 (6.880472508343783) | > loss_mel: 13.389158248901367 (16.618417739868164) | > loss_duration: 2.22470760345459 (2.3661386424844917) | > loss_1: 26.940593719482422 (31.32175991751931)  --> STEP: 23 | > loss_disc: 2.283982038497925 (2.406765118889187) | > loss_disc_real_0: 0.1548929214477539 (0.14534781484500223) | > loss_disc_real_1: 0.1404496729373932 (0.1297370415666829) | > loss_disc_real_2: 0.23817291855812073 (0.255185515984245) | > loss_disc_real_3: 0.23938924074172974 (0.2539967473434365) | > loss_disc_real_4: 0.2829565107822418 (0.23876561159672943) | > loss_disc_real_5: 0.2340812236070633 (0.23084083523439325) | > loss_0: 2.283982038497925 (2.406765118889187) | > loss_gen: 2.5580039024353027 (2.3384029139643134) | > loss_kl: 2.225350856781006 (3.0890502204065737) | > loss_feat: 6.414058208465576 (6.860193625740383) | > loss_mel: 17.67041015625 (16.664156540580418) | > loss_duration: 2.2909295558929443 (2.3628686821979024) | > loss_1: 31.15875244140625 (31.314672635949176)  --> STEP: 24 | > loss_disc: 2.470561981201172 (2.40942332148552) | > loss_disc_real_0: 0.1215011328458786 (0.14435420309503874) | > loss_disc_real_1: 0.1488753706216812 (0.1305344719439745) | > loss_disc_real_2: 0.2736958861351013 (0.25595678140719735) | > loss_disc_real_3: 0.2568965554237366 (0.2541175726801157) | > loss_disc_real_4: 0.20425520837306976 (0.23732767812907696) | > loss_disc_real_5: 0.2712025046348572 (0.23252257145941257) | > loss_0: 2.470561981201172 (2.40942332148552) | > loss_gen: 2.2133865356445312 (2.333193898200989) | > loss_kl: 2.318854331970215 (3.056958725055059) | > loss_feat: 6.85555362701416 (6.860000292460124) | > loss_mel: 16.670501708984375 (16.664420922597248) | > loss_duration: 2.377357244491577 (2.3634723722934723) | > loss_1: 30.435653686523438 (31.27804684638977)  --> STEP: 25 | > loss_disc: 2.3836557865142822 (2.4083926200866705) | > loss_disc_real_0: 0.07626377046108246 (0.1416305857896805) | > loss_disc_real_1: 0.15147002041339874 (0.13137189388275147) | > loss_disc_real_2: 0.2540435791015625 (0.25588025331497194) | > loss_disc_real_3: 0.2986201345920563 (0.25589767515659334) | > loss_disc_real_4: 0.21418775618076324 (0.2364020812511444) | > loss_disc_real_5: 0.2176678329706192 (0.23192838191986084) | > loss_0: 2.3836557865142822 (2.4083926200866705) | > loss_gen: 2.2035489082336426 (2.3280080986022953) | > loss_kl: 3.0939137935638428 (3.05843692779541) | > loss_feat: 6.79213285446167 (6.857285594940185) | > loss_mel: 16.166645050048828 (16.644509887695314) | > loss_duration: 2.4488470554351807 (2.3668873596191404) | > loss_1: 30.705087661743164 (31.255128479003908)  --> STEP: 26 | > loss_disc: 2.342144012451172 (2.4058445967160744) | > loss_disc_real_0: 0.10531872510910034 (0.14023397576350433) | > loss_disc_real_1: 0.13972023129463196 (0.1316929837832084) | > loss_disc_real_2: 0.1739252209663391 (0.25272813668617833) | > loss_disc_real_3: 0.1849866658449173 (0.25317032864460576) | > loss_disc_real_4: 0.20797021687030792 (0.23530854800572762) | > loss_disc_real_5: 0.11618340015411377 (0.2274766518519475) | > loss_0: 2.342144012451172 (2.4058445967160744) | > loss_gen: 1.932539701461792 (2.3127977756353526) | > loss_kl: 2.6337881088256836 (3.042104280911959) | > loss_feat: 14.020050048828125 (7.132776535474337) | > loss_mel: 18.854379653930664 (16.72950487870437) | > loss_duration: 2.307371139526367 (2.3645982742309566) | > loss_1: 39.748130798339844 (31.58178241436298) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024369404866145207 (+5.9384566086988916e-05) | > avg_loss_disc: 2.4058445967160744 (-0.035921798302576136) | > avg_loss_disc_real_0: 0.14023397576350433 (-0.008959223158084423) | > avg_loss_disc_real_1: 0.1316929837832084 (-0.05055096458930236) | > avg_loss_disc_real_2: 0.25272813668617833 (+0.006761537721523853) | > avg_loss_disc_real_3: 0.25317032864460576 (+0.003642101700489314) | > avg_loss_disc_real_4: 0.23530854800572762 (-0.0558058814360545) | > avg_loss_disc_real_5: 0.2274766518519475 (-0.03210761913886434) | > avg_loss_0: 2.4058445967160744 (-0.035921798302576136) | > avg_loss_gen: 2.3127977756353526 (-0.18298295828012234) | > avg_loss_kl: 3.042104280911959 (+0.024118918638963205) | > avg_loss_feat: 7.132776535474337 (+0.3548733821282015) | > avg_loss_mel: 16.72950487870437 (-0.6760288385244451) | > avg_loss_duration: 2.3645982742309566 (+0.022743408496562978) | > avg_loss_1: 31.58178241436298 (-0.45727568406324437)  > EPOCH: 738/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:50:46)   --> TIME: 2024-06-11 23:50:51 -- STEP: 9/330 -- GLOBAL_STEP: 331550 | > loss_disc: 2.3882977962493896 (2.24053684870402) | > loss_disc_real_0: 0.07970700412988663 (0.091661613020632) | > loss_disc_real_1: 0.18071438372135162 (0.1799474557240804) | > loss_disc_real_2: 0.22921200096607208 (0.20521638294061026) | > loss_disc_real_3: 0.2109249234199524 (0.223787569337421) | > loss_disc_real_4: 0.2650400400161743 (0.23162458505895403) | > loss_disc_real_5: 0.25411462783813477 (0.2160833328962326) | > loss_0: 2.3882977962493896 (2.24053684870402) | > grad_norm_0: tensor(4.3215, device='cuda:0') (tensor(4.7907, device='cuda:0')) | > loss_gen: 2.5231471061706543 (2.56737838851081) | > loss_kl: 1.8864250183105469 (1.9177145295672946) | > loss_feat: 6.639331817626953 (7.044699827829997) | > loss_mel: 17.425148010253906 (17.836605919731987) | > loss_duration: 2.0684516429901123 (2.112782504823473) | > loss_1: 30.542503356933594 (31.479181077745224) | > grad_norm_1: tensor(35.2553, device='cuda:0') (tensor(46.3330, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3404 (0.3657979170481364) | > loader_time: 0.0029 (0.003132846620347765)  --> TIME: 2024-06-11 23:51:00 -- STEP: 34/330 -- GLOBAL_STEP: 331575 | > loss_disc: 2.389970064163208 (2.31509664479424) | > loss_disc_real_0: 0.12356504797935486 (0.1024067099480068) | > loss_disc_real_1: 0.17610490322113037 (0.19492377121658885) | > loss_disc_real_2: 0.2369598001241684 (0.20987395723076427) | > loss_disc_real_3: 0.25868961215019226 (0.2261733377681059) | > loss_disc_real_4: 0.26179924607276917 (0.23075561400722056) | > loss_disc_real_5: 0.24688366055488586 (0.21833757486413508) | > loss_0: 2.389970064163208 (2.31509664479424) | > grad_norm_0: tensor(9.7907, device='cuda:0') (tensor(6.8600, device='cuda:0')) | > loss_gen: 2.6097238063812256 (2.5116297918207504) | > loss_kl: 1.9016215801239014 (1.9064478769021875) | > loss_feat: 7.067016124725342 (7.063263851053574) | > loss_mel: 16.924968719482422 (17.535772435805377) | > loss_duration: 2.016922950744629 (2.0182128618745248) | > loss_1: 30.520252227783203 (31.03532667721019) | > grad_norm_1: tensor(83.2129, device='cuda:0') (tensor(71.9587, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3643 (0.3617231635486378) | > loader_time: 0.0031 (0.0033432595870074105)  --> TIME: 2024-06-11 23:51:09 -- STEP: 59/330 -- GLOBAL_STEP: 331600 | > loss_disc: 2.4605531692504883 (2.322028568235494) | > loss_disc_real_0: 0.11955147981643677 (0.10411040207086983) | > loss_disc_real_1: 0.22185681760311127 (0.1947278410701428) | > loss_disc_real_2: 0.2392614185810089 (0.2076569820864726) | > loss_disc_real_3: 0.2353581041097641 (0.22643212418434983) | > loss_disc_real_4: 0.23281119763851166 (0.23219770748736496) | > loss_disc_real_5: 0.2128085196018219 (0.22141432762145996) | > loss_0: 2.4605531692504883 (2.322028568235494) | > grad_norm_0: tensor(8.5471, device='cuda:0') (tensor(7.8549, device='cuda:0')) | > loss_gen: 2.398031234741211 (2.5085112765683966) | > loss_kl: 1.9272280931472778 (1.932757108898486) | > loss_feat: 6.641713619232178 (7.063094939215708) | > loss_mel: 16.236276626586914 (17.47085888102903) | > loss_duration: 1.958217978477478 (1.9978671659857545) | > loss_1: 29.161466598510742 (30.973089282795534) | > grad_norm_1: tensor(86.3796, device='cuda:0') (tensor(81.2950, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3534 (0.36149890948150115) | > loader_time: 0.0034 (0.00341008881391105)  --> TIME: 2024-06-11 23:51:19 -- STEP: 84/330 -- GLOBAL_STEP: 331625 | > loss_disc: 2.3031530380249023 (2.3235112343515674) | > loss_disc_real_0: 0.11467456817626953 (0.10606280980365616) | > loss_disc_real_1: 0.18427345156669617 (0.1941841842517965) | > loss_disc_real_2: 0.1948426216840744 (0.20780889370611735) | > loss_disc_real_3: 0.20969204604625702 (0.22679322124237106) | > loss_disc_real_4: 0.2180316150188446 (0.23179476708173752) | > loss_disc_real_5: 0.20190244913101196 (0.22157427437958263) | > loss_0: 2.3031530380249023 (2.3235112343515674) | > grad_norm_0: tensor(11.0957, device='cuda:0') (tensor(8.7045, device='cuda:0')) | > loss_gen: 2.442558526992798 (2.5022543299765814) | > loss_kl: 2.0520520210266113 (1.9553164697828747) | > loss_feat: 6.659076690673828 (7.048487055869329) | > loss_mel: 17.144737243652344 (17.400309415090643) | > loss_duration: 2.042970657348633 (1.9910585057167782) | > loss_1: 30.341394424438477 (30.897425674256823) | > grad_norm_1: tensor(46.1651, device='cuda:0') (tensor(88.7404, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3778 (0.3653570754187448) | > loader_time: 0.0052 (0.0035855372746785483)  --> TIME: 2024-06-11 23:51:29 -- STEP: 109/330 -- GLOBAL_STEP: 331650 | > loss_disc: 2.2905025482177734 (2.3295739309503394) | > loss_disc_real_0: 0.1640971302986145 (0.10982421122559714) | > loss_disc_real_1: 0.19881224632263184 (0.1937157246497792) | > loss_disc_real_2: 0.20390287041664124 (0.20881179508266098) | > loss_disc_real_3: 0.22445887327194214 (0.22742481283638455) | > loss_disc_real_4: 0.24958865344524384 (0.23000449994835284) | > loss_disc_real_5: 0.21878893673419952 (0.22033900500984366) | > loss_0: 2.2905025482177734 (2.3295739309503394) | > grad_norm_0: tensor(40.0506, device='cuda:0') (tensor(9.8699, device='cuda:0')) | > loss_gen: 2.551997423171997 (2.5030685499173786) | > loss_kl: 1.8976353406906128 (1.9623248008413052) | > loss_feat: 7.032421112060547 (7.081940952790987) | > loss_mel: 16.88669776916504 (17.38823109373038) | > loss_duration: 1.9463956356048584 (1.9935732850241008) | > loss_1: 30.315147399902344 (30.929138673554867) | > grad_norm_1: tensor(355.9803, device='cuda:0') (tensor(110.8827, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3949 (0.37058389952423376) | > loader_time: 0.0036 (0.0037843196763904818)  --> TIME: 2024-06-11 23:51:39 -- STEP: 134/330 -- GLOBAL_STEP: 331675 | > loss_disc: 2.346073627471924 (2.3354456549260147) | > loss_disc_real_0: 0.16913068294525146 (0.1110415218481377) | > loss_disc_real_1: 0.22026889026165009 (0.19427953793931355) | > loss_disc_real_2: 0.21092362701892853 (0.20924213372949343) | > loss_disc_real_3: 0.20284879207611084 (0.22787423732120599) | > loss_disc_real_4: 0.19509679079055786 (0.2304453836448157) | > loss_disc_real_5: 0.20926575362682343 (0.22150580240274542) | > loss_0: 2.346073627471924 (2.3354456549260147) | > grad_norm_0: tensor(25.1055, device='cuda:0') (tensor(11.9685, device='cuda:0')) | > loss_gen: 2.4713006019592285 (2.502597650485252) | > loss_kl: 2.0703866481781006 (1.9712597843426376) | > loss_feat: 6.906513690948486 (7.058150590355717) | > loss_mel: 17.044374465942383 (17.368653290307325) | > loss_duration: 2.018848419189453 (1.9985672440101852) | > loss_1: 30.511423110961914 (30.89922860843032) | > grad_norm_1: tensor(110.7282, device='cuda:0') (tensor(136.8885, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3966 (0.37498025040128335) | > loader_time: 0.0042 (0.003927581345857079)  --> TIME: 2024-06-11 23:51:49 -- STEP: 159/330 -- GLOBAL_STEP: 331700 | > loss_disc: 2.2299909591674805 (2.3398197461973944) | > loss_disc_real_0: 0.10495845973491669 (0.11252324067571629) | > loss_disc_real_1: 0.16303010284900665 (0.19419625795112458) | > loss_disc_real_2: 0.17099963128566742 (0.21014919624013717) | > loss_disc_real_3: 0.20871084928512573 (0.22820710283030504) | > loss_disc_real_4: 0.20232370495796204 (0.2305015373342442) | > loss_disc_real_5: 0.19042308628559113 (0.22119641791349687) | > loss_0: 2.2299909591674805 (2.3398197461973944) | > grad_norm_0: tensor(21.0013, device='cuda:0') (tensor(14.8945, device='cuda:0')) | > loss_gen: 2.644041061401367 (2.5016846866727627) | > loss_kl: 1.9924955368041992 (1.9821144912227895) | > loss_feat: 7.462525844573975 (7.044311175556303) | > loss_mel: 17.294279098510742 (17.343190601036973) | > loss_duration: 2.0167551040649414 (2.0014943896599537) | > loss_1: 31.41009521484375 (30.872795368890344) | > grad_norm_1: tensor(430.6845, device='cuda:0') (tensor(170.8631, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.3795 (0.37674640859447933) | > loader_time: 0.0042 (0.004015802587353209)  --> TIME: 2024-06-11 23:51:59 -- STEP: 184/330 -- GLOBAL_STEP: 331725 | > loss_disc: 2.3382720947265625 (2.3445543465406993) | > loss_disc_real_0: 0.09970147907733917 (0.11311858325548795) | > loss_disc_real_1: 0.17342691123485565 (0.19455182552337638) | > loss_disc_real_2: 0.21786652505397797 (0.21002748155075568) | > loss_disc_real_3: 0.2413710504770279 (0.22849671218706213) | > loss_disc_real_4: 0.2353648990392685 (0.23087888818396174) | > loss_disc_real_5: 0.26868608593940735 (0.22236598396430846) | > loss_0: 2.3382720947265625 (2.3445543465406993) | > grad_norm_0: tensor(22.0339, device='cuda:0') (tensor(17.0816, device='cuda:0')) | > loss_gen: 2.658705472946167 (2.5033986425918084) | > loss_kl: 1.9855314493179321 (1.9909704295189485) | > loss_feat: 7.403709888458252 (7.041133269019749) | > loss_mel: 17.315074920654297 (17.31889642839845) | > loss_duration: 2.0314464569091797 (2.008113034393477) | > loss_1: 31.394466400146484 (30.862511779951014) | > grad_norm_1: tensor(369.9631, device='cuda:0') (tensor(200.0123, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.381 (0.3780278654202171) | > loader_time: 0.0044 (0.004076764635417773)  --> TIME: 2024-06-11 23:52:09 -- STEP: 209/330 -- GLOBAL_STEP: 331750 | > loss_disc: 2.34133243560791 (2.3435334452031333) | > loss_disc_real_0: 0.09795685112476349 (0.11489121273659063) | > loss_disc_real_1: 0.18470865488052368 (0.19432497224168907) | > loss_disc_real_2: 0.16150909662246704 (0.20990399873712984) | > loss_disc_real_3: 0.24512843787670135 (0.2275603734420247) | > loss_disc_real_4: 0.257608026266098 (0.2303601774302396) | > loss_disc_real_5: 0.2126835435628891 (0.22128610719333996) | > loss_0: 2.34133243560791 (2.3435334452031333) | > grad_norm_0: tensor(47.3018, device='cuda:0') (tensor(19.4185, device='cuda:0')) | > loss_gen: 2.5781090259552 (2.5059196743668566) | > loss_kl: 1.8970140218734741 (1.998098517719068) | > loss_feat: 6.779376029968262 (7.052729697889118) | > loss_mel: 17.045345306396484 (17.300332767541306) | > loss_duration: 2.1043596267700195 (2.016606246455435) | > loss_1: 30.404205322265625 (30.873686904542183) | > grad_norm_1: tensor(657.6005, device='cuda:0') (tensor(225.6953, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.4034 (0.38046148405120706) | > loader_time: 0.0049 (0.004163308577104047)  --> TIME: 2024-06-11 23:52:19 -- STEP: 234/330 -- GLOBAL_STEP: 331775 | > loss_disc: 2.3552069664001465 (2.347695931410178) | > loss_disc_real_0: 0.14584064483642578 (0.11584405527792425) | > loss_disc_real_1: 0.15824954211711884 (0.19485184410188947) | > loss_disc_real_2: 0.19577127695083618 (0.21071457506245014) | > loss_disc_real_3: 0.20468400418758392 (0.22818032441995081) | > loss_disc_real_4: 0.20022013783454895 (0.2305245863703581) | > loss_disc_real_5: 0.19761192798614502 (0.22115112987593707) | > loss_0: 2.3552069664001465 (2.347695931410178) | > grad_norm_0: tensor(40.1672, device='cuda:0') (tensor(21.0248, device='cuda:0')) | > loss_gen: 2.2954137325286865 (2.5041450700189327) | > loss_kl: 1.9642530679702759 (2.005692846754677) | > loss_feat: 5.922435760498047 (7.041358770468296) | > loss_mel: 16.32110595703125 (17.270191274137556) | > loss_duration: 2.0828912258148193 (2.0253839839218024) | > loss_1: 28.58609962463379 (30.846771924923626) | > grad_norm_1: tensor(161.6179, device='cuda:0') (tensor(245.7330, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.4165 (0.3843189009234437) | > loader_time: 0.0059 (0.0042880294669387685)  --> TIME: 2024-06-11 23:52:31 -- STEP: 259/330 -- GLOBAL_STEP: 331800 | > loss_disc: 2.514801502227783 (2.351823902498341) | > loss_disc_real_0: 0.23739072680473328 (0.11803597286631241) | > loss_disc_real_1: 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(0.0044563838413783485)  --> TIME: 2024-06-11 23:52:42 -- STEP: 284/330 -- GLOBAL_STEP: 331825 | > loss_disc: 2.430830955505371 (2.3550584307858635) | > loss_disc_real_0: 0.12097370624542236 (0.11975481358527297) | > loss_disc_real_1: 0.2183506041765213 (0.19585670394376964) | > loss_disc_real_2: 0.25395315885543823 (0.21092847886849456) | > loss_disc_real_3: 0.23559005558490753 (0.22884590782120195) | > loss_disc_real_4: 0.2489808201789856 (0.23010254005940867) | > loss_disc_real_5: 0.200312077999115 (0.22050143526473512) | > loss_0: 2.430830955505371 (2.3550584307858635) | > grad_norm_0: tensor(21.1633, device='cuda:0') (tensor(26.0040, device='cuda:0')) | > loss_gen: 2.6535398960113525 (2.506532123391059) | > loss_kl: 2.0948326587677 (2.018502573312168) | > loss_feat: 6.4703369140625 (7.057603475073694) | > loss_mel: 17.105186462402344 (17.20501125026755) | > loss_duration: 2.1528396606445312 (2.043040749052882) | > loss_1: 30.476736068725586 (30.830690175714626) | > grad_norm_1: tensor(499.5879, device='cuda:0') (tensor(288.6223, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.4576 (0.39460437482511496) | > loader_time: 0.0072 (0.004635285323774311)  --> TIME: 2024-06-11 23:52:54 -- STEP: 309/330 -- GLOBAL_STEP: 331850 | > loss_disc: 2.5079879760742188 (2.3620207626071164) | > loss_disc_real_0: 0.13503319025039673 (0.12151512674818533) | > loss_disc_real_1: 0.20085087418556213 (0.19646532090929333) | > loss_disc_real_2: 0.21773123741149902 (0.2113516769073541) | > loss_disc_real_3: 0.24589437246322632 (0.22938042985197024) | > loss_disc_real_4: 0.2753234803676605 (0.23050628674840465) | > loss_disc_real_5: 0.25738659501075745 (0.2209607991103601) | > loss_0: 2.5079879760742188 (2.3620207626071164) | > grad_norm_0: tensor(40.6560, device='cuda:0') (tensor(27.1217, device='cuda:0')) | > loss_gen: 2.2881016731262207 (2.498066856637357) | > loss_kl: 2.025822162628174 (2.023924677117356) | > loss_feat: 5.923396110534668 (7.039916469055472) | > loss_mel: 16.12565803527832 (17.149206457786175) | > loss_duration: 2.220301866531372 (2.0548805796984335) | > loss_1: 28.583280563354492 (30.765995050325362) | > grad_norm_1: tensor(324.0742, device='cuda:0') (tensor(296.9939, device='cuda:0')) | > current_lr_0: 0.00018237437875877493 | > current_lr_1: 0.00018237437875877493 | > step_time: 0.4969 (0.40113036377916056) | > loader_time: 0.0074 (0.00481296202897254)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.507143497467041 (2.507143497467041) | > loss_disc_real_0: 0.13873469829559326 (0.13873469829559326) | > loss_disc_real_1: 0.24233286082744598 (0.24233286082744598) | > loss_disc_real_2: 0.2031930387020111 (0.2031930387020111) | > loss_disc_real_3: 0.23825576901435852 (0.23825576901435852) | > loss_disc_real_4: 0.23643366992473602 (0.23643366992473602) | > loss_disc_real_5: 0.25141072273254395 (0.25141072273254395) | > loss_0: 2.507143497467041 (2.507143497467041) | > loss_gen: 2.319889783859253 (2.319889783859253) | > loss_kl: 2.4194743633270264 (2.4194743633270264) | > loss_feat: 6.936831474304199 (6.936831474304199) | > loss_mel: 17.078664779663086 (17.078664779663086) | > loss_duration: 2.883734703063965 (2.883734703063965) | > loss_1: 31.638595581054688 (31.638595581054688)  --> STEP: 1 | > loss_disc: 2.2891628742218018 (2.2891628742218018) | > loss_disc_real_0: 0.060528166592121124 (0.060528166592121124) | > loss_disc_real_1: 0.1290816217660904 (0.1290816217660904) | > loss_disc_real_2: 0.19368977844715118 (0.19368977844715118) | > loss_disc_real_3: 0.15828749537467957 (0.15828749537467957) | > loss_disc_real_4: 0.22255229949951172 (0.22255229949951172) | > loss_disc_real_5: 0.18343967199325562 (0.18343967199325562) | > loss_0: 2.2891628742218018 (2.2891628742218018) | > loss_gen: 2.0989973545074463 (2.0989973545074463) | > loss_kl: 3.1802690029144287 (3.1802690029144287) | > loss_feat: 7.910855770111084 (7.910855770111084) | > loss_mel: 18.251684188842773 (18.251684188842773) | > loss_duration: 2.4062881469726562 (2.4062881469726562) | > loss_1: 33.84809112548828 (33.84809112548828)  --> STEP: 2 | > loss_disc: 2.283994674682617 (2.2865787744522095) | > loss_disc_real_0: 0.11409342288970947 (0.0873107947409153) | > loss_disc_real_1: 0.13395820558071136 (0.13151991367340088) | > loss_disc_real_2: 0.1686404049396515 (0.18116509169340134) | > loss_disc_real_3: 0.16745667159557343 (0.1628720834851265) | > loss_disc_real_4: 0.2992362082004547 (0.2608942538499832) | > loss_disc_real_5: 0.2766815423965454 (0.2300606071949005) | > loss_0: 2.283994674682617 (2.2865787744522095) | > loss_gen: 2.4520437717437744 (2.2755205631256104) | > loss_kl: 3.618140935897827 (3.399204969406128) | > loss_feat: 6.128217697143555 (7.019536733627319) | > loss_mel: 18.38353157043457 (18.317607879638672) | > loss_duration: 2.4413812160491943 (2.4238346815109253) | > loss_1: 33.0233154296875 (33.43570327758789)  --> STEP: 3 | > loss_disc: 2.307358741760254 (2.2935054302215576) | > loss_disc_real_0: 0.09318580478429794 (0.08926913142204285) | > loss_disc_real_1: 0.17457705736160278 (0.1458722949028015) | > loss_disc_real_2: 0.24026083946228027 (0.20086367428302765) | > loss_disc_real_3: 0.17010270059108734 (0.16528228918711343) | > loss_disc_real_4: 0.19817429780960083 (0.23998760183652243) | > loss_disc_real_5: 0.23917919397354126 (0.2331001361211141) | > loss_0: 2.307358741760254 (2.2935054302215576) | > loss_gen: 2.4348154067993164 (2.328618844350179) | > loss_kl: 3.3914794921875 (3.396629810333252) | > loss_feat: 6.203895568847656 (6.747656345367432) | > loss_mel: 18.012317657470703 (18.215844472249348) | > loss_duration: 2.354775905609131 (2.4008150895436606) | > loss_1: 32.397281646728516 (33.0895627339681)  --> STEP: 4 | > loss_disc: 2.4078774452209473 (2.322098433971405) | > loss_disc_real_0: 0.08244620263576508 (0.0875633992254734) | > loss_disc_real_1: 0.20599056780338287 (0.16090186312794685) | > loss_disc_real_2: 0.1555503010749817 (0.18953533098101616) | > loss_disc_real_3: 0.19686999917030334 (0.17317921668291092) | > loss_disc_real_4: 0.27201738953590393 (0.2479950487613678) | > loss_disc_real_5: 0.25978854298591614 (0.2397722378373146) | > loss_0: 2.4078774452209473 (2.322098433971405) | > loss_gen: 2.1664681434631348 (2.288081169128418) | > loss_kl: 3.283493995666504 (3.368345856666565) | > loss_feat: 7.047740936279297 (6.822677493095398) | > loss_mel: 17.689430236816406 (18.084240913391113) | > loss_duration: 2.321638822555542 (2.381021022796631) | > loss_1: 32.50876998901367 (32.94436454772949)  --> STEP: 5 | > loss_disc: 1.992172360420227 (2.2561132192611693) | > loss_disc_real_0: 0.10186267644166946 (0.09042325466871262) | > loss_disc_real_1: 0.15037833154201508 (0.1587971568107605) | > loss_disc_real_2: 0.15386821329593658 (0.18240190744400026) | > loss_disc_real_3: 0.14984625577926636 (0.16851262450218202) | > loss_disc_real_4: 0.1759449690580368 (0.2335850328207016) | > loss_disc_real_5: 0.1438458412885666 (0.220586958527565) | > loss_0: 1.992172360420227 (2.2561132192611693) | > loss_gen: 2.526359796524048 (2.335736894607544) | > loss_kl: 3.04388165473938 (3.3034530162811278) | > loss_feat: 8.639511108398438 (7.186044216156006) | > loss_mel: 19.69704818725586 (18.406802368164062) | > loss_duration: 2.393578052520752 (2.383532428741455) | > loss_1: 36.300376892089844 (33.61556701660156)  --> STEP: 6 | > loss_disc: 2.466545581817627 (2.291185279687246) | > loss_disc_real_0: 0.12112107872962952 (0.09553955867886543) | > loss_disc_real_1: 0.1954353302717209 (0.1649035190542539) | > loss_disc_real_2: 0.14804083108901978 (0.17667506138483682) | > loss_disc_real_3: 0.20736536383628845 (0.17498808105786642) | > loss_disc_real_4: 0.23966047167778015 (0.23459760596354803) | > loss_disc_real_5: 0.21921101212501526 (0.22035763412714005) | > loss_0: 2.466545581817627 (2.291185279687246) | > loss_gen: 2.2598378658294678 (2.3230870564778647) | > loss_kl: 3.3618180751800537 (3.3131805260976157) | > loss_feat: 7.148818016052246 (7.179839849472046) | > loss_mel: 18.644824981689453 (18.44647280375163) | > loss_duration: 2.1917285919189453 (2.35156512260437) | > loss_1: 33.607025146484375 (33.61414337158203)  --> STEP: 7 | > loss_disc: 1.9870519638061523 (2.2477376631328037) | > loss_disc_real_0: 0.05653004348278046 (0.08996677079371043) | > loss_disc_real_1: 0.19818228483200073 (0.16965762845107488) | > loss_disc_real_2: 0.1653815060853958 (0.17506169634205954) | > loss_disc_real_3: 0.15321917831897736 (0.1718782378094537) | > loss_disc_real_4: 0.14992347359657288 (0.22250130133969442) | > loss_disc_real_5: 0.1505458801984787 (0.21038452642304556) | > loss_0: 1.9870519638061523 (2.2477376631328037) | > loss_gen: 2.44297456741333 (2.3402138437543596) | > loss_kl: 4.175196170806885 (3.4363256181989397) | > loss_feat: 8.495019912719727 (7.367722715650286) | > loss_mel: 18.145620346069336 (18.403493881225586) | > loss_duration: 2.512141466140747 (2.374504600252424) | > loss_1: 35.77095413208008 (33.922259194510325)  --> STEP: 8 | > loss_disc: 2.395955801010132 (2.26626493036747) | > loss_disc_real_0: 0.12161895632743835 (0.09392329398542643) | > loss_disc_real_1: 0.18232853710651398 (0.17124149203300476) | > loss_disc_real_2: 0.1718592792749405 (0.17466139420866966) | > loss_disc_real_3: 0.2290155440568924 (0.17902040109038353) | > loss_disc_real_4: 0.20155498385429382 (0.21988301165401936) | > loss_disc_real_5: 0.17625513672828674 (0.20611835271120071) | > loss_0: 2.395955801010132 (2.26626493036747) | > loss_gen: 2.1831812858581543 (2.320584774017334) | > loss_kl: 3.3001763820648193 (3.4193069636821747) | > loss_feat: 8.762237548828125 (7.542037069797516) | > loss_mel: 15.50217056274414 (18.040828466415405) | > loss_duration: 2.292623519897461 (2.3642694652080536) | > loss_1: 32.04039001464844 (33.68702554702759)  --> STEP: 9 | > loss_disc: 2.458430290222168 (2.287616637017992) | > loss_disc_real_0: 0.17617902159690857 (0.1030628192755911) | > loss_disc_real_1: 0.22976018488407135 (0.1777435690164566) | > loss_disc_real_2: 0.19046956300735474 (0.17641785740852356) | > loss_disc_real_3: 0.1587630957365036 (0.17676958938439688) | > loss_disc_real_4: 0.1982642412185669 (0.21748092605008018) | > loss_disc_real_5: 0.2353557050228119 (0.20936694741249084) | > loss_0: 2.458430290222168 (2.287616637017992) | > loss_gen: 2.160737991333008 (2.302824020385742) | > loss_kl: 2.4100446701049805 (3.3071667088402643) | > loss_feat: 6.969008922576904 (7.478367275661892) | > loss_mel: 17.25653839111328 (17.953685124715168) | > loss_duration: 2.130307674407959 (2.33827371067471) | > loss_1: 30.926637649536133 (33.38031578063965)  --> STEP: 10 | > loss_disc: 2.465740442276001 (2.305429017543793) | > loss_disc_real_0: 0.12045694887638092 (0.10480223223567009) | > loss_disc_real_1: 0.30672353506088257 (0.1906415656208992) | > loss_disc_real_2: 0.20478196442127228 (0.17925426810979844) | > loss_disc_real_3: 0.21916387975215912 (0.1810090184211731) | > loss_disc_real_4: 0.2717244327068329 (0.22290527671575547) | > loss_disc_real_5: 0.2307180017232895 (0.2115020528435707) | > loss_0: 2.465740442276001 (2.305429017543793) | > loss_gen: 2.4414572715759277 (2.3166873455047607) | > loss_kl: 2.936068058013916 (3.2700568437576294) | > loss_feat: 6.4177093505859375 (7.372301483154297) | > loss_mel: 17.996837615966797 (17.95800037384033) | > loss_duration: 2.3576979637145996 (2.340216135978699) | > loss_1: 32.1497688293457 (33.25726108551025)  --> STEP: 11 | > loss_disc: 2.274850368499756 (2.302649140357971) | > loss_disc_real_0: 0.09952714294195175 (0.10432267866351387) | > loss_disc_real_1: 0.2206183820962906 (0.1933667307550257) | > loss_disc_real_2: 0.21198059618473053 (0.18222938884388318) | > loss_disc_real_3: 0.24468162655830383 (0.18679743734273044) | > loss_disc_real_4: 0.23697008192539215 (0.22418389537117697) | > loss_disc_real_5: 0.25216972827911377 (0.2151991142468019) | > loss_0: 2.274850368499756 (2.302649140357971) | > loss_gen: 2.676215171813965 (2.3493716933510522) | > loss_kl: 3.5299439430236816 (3.2936829436909068) | > loss_feat: 8.775158882141113 (7.49983397397128) | > loss_mel: 17.300025939941406 (17.898184516213156) | > loss_duration: 2.5500974655151367 (2.3592962568456475) | > loss_1: 34.831443786621094 (33.400368603793055)  --> STEP: 12 | > loss_disc: 2.386561870574951 (2.309641867876053) | > loss_disc_real_0: 0.11696571111679077 (0.10537626470128696) | > loss_disc_real_1: 0.2286253273487091 (0.19630494713783264) | > loss_disc_real_2: 0.18523740768432617 (0.18248005708058676) | > loss_disc_real_3: 0.16053548455238342 (0.1846089412768682) | > loss_disc_real_4: 0.24536892771720886 (0.2259493147333463) | > loss_disc_real_5: 0.1666100174188614 (0.2111500228444735) | > loss_0: 2.386561870574951 (2.309641867876053) | > loss_gen: 2.151258945465088 (2.3328622976938886) | > loss_kl: 2.8715431690216064 (3.258504629135132) | > loss_feat: 7.718186855316162 (7.518030047416687) | > loss_mel: 17.452106475830078 (17.861011346181233) | > loss_duration: 2.2956156730651855 (2.353989541530609) | > loss_1: 32.48870849609375 (33.32439692815145)  --> STEP: 13 | > loss_disc: 2.3017215728759766 (2.3090326144145084) | > loss_disc_real_0: 0.12672939896583557 (0.10701881349086761) | > loss_disc_real_1: 0.2783978581428528 (0.2026197864459111) | > loss_disc_real_2: 0.15518489480018616 (0.18038042921286362) | > loss_disc_real_3: 0.2473832219839096 (0.18943773210048676) | > loss_disc_real_4: 0.2527080476284027 (0.2280076788021968) | > loss_disc_real_5: 0.24697913229465485 (0.21390610818679517) | > loss_0: 2.3017215728759766 (2.3090326144145084) | > loss_gen: 2.4809300899505615 (2.344252127867479) | > loss_kl: 3.560464859008789 (3.281732339125413) | > loss_feat: 7.350711345672607 (7.505159378051758) | > loss_mel: 17.18768310546875 (17.809216866126427) | > loss_duration: 2.246718645095825 (2.345737934112549) | > loss_1: 32.826507568359375 (33.28609774662898)  --> STEP: 14 | > loss_disc: 2.4457221031188965 (2.318796149321965) | > loss_disc_real_0: 0.0744590163230896 (0.10469311369316918) | > loss_disc_real_1: 0.18886812031269073 (0.20163752457925252) | > loss_disc_real_2: 0.1834971159696579 (0.1806030496954918) | > loss_disc_real_3: 0.18089596927165985 (0.188827606184142) | > loss_disc_real_4: 0.27446216344833374 (0.23132585627692087) | > loss_disc_real_5: 0.1648837924003601 (0.2104045142020498) | > loss_0: 2.4457221031188965 (2.318796149321965) | > loss_gen: 2.0812549591064453 (2.325466615813119) | > loss_kl: 3.4181978702545166 (3.2914798770632063) | > loss_feat: 6.9595112800598145 (7.466184513909476) | > loss_mel: 19.5283145904541 (17.932009560721262) | > loss_duration: 2.416907787322998 (2.3508214950561523) | > loss_1: 34.4041862487793 (33.36596121106829)  --> STEP: 15 | > loss_disc: 2.4251925945281982 (2.325889245669047) | > loss_disc_real_0: 0.15976658463478088 (0.10836467842260997) | > loss_disc_real_1: 0.22669830918312073 (0.20330824355284374) | > loss_disc_real_2: 0.160253643989563 (0.17924642264842988) | > loss_disc_real_3: 0.23743535578250885 (0.1920681228240331) | > loss_disc_real_4: 0.21497167646884918 (0.23023557762304941) | > loss_disc_real_5: 0.22726939618587494 (0.21152883966763814) | > loss_0: 2.4251925945281982 (2.325889245669047) | > loss_gen: 2.2370965480804443 (2.319575277964274) | > loss_kl: 3.3696234226226807 (3.296689446767171) | > loss_feat: 8.443629264831543 (7.531347497304281) | > loss_mel: 17.457141876220703 (17.90035171508789) | > loss_duration: 2.399521827697754 (2.3540681838989257) | > loss_1: 33.907012939453125 (33.402031326293944)  --> STEP: 16 | > loss_disc: 2.2258481979370117 (2.319636680185795) | > loss_disc_real_0: 0.1029183566570282 (0.1080242833122611) | > loss_disc_real_1: 0.17149825394153595 (0.201320119202137) | > loss_disc_real_2: 0.23850318789482117 (0.18294997047632933) | > loss_disc_real_3: 0.1805492639541626 (0.1913481941446662) | > loss_disc_real_4: 0.23875322937965393 (0.2307679308578372) | > loss_disc_real_5: 0.2303764671087265 (0.21270681638270617) | > loss_0: 2.2258481979370117 (2.319636680185795) | > loss_gen: 2.472472906112671 (2.329131379723549) | > loss_kl: 2.96822452545166 (3.276160389184952) | > loss_feat: 7.112972259521484 (7.505199044942856) | > loss_mel: 16.914278030395508 (17.838722109794617) | > loss_duration: 2.3776278495788574 (2.3555406630039215) | > loss_1: 31.845577239990234 (33.30475294589996)  --> STEP: 17 | > loss_disc: 2.348536252975464 (2.3213366550557755) | > loss_disc_real_0: 0.09653368592262268 (0.10734836581875296) | > loss_disc_real_1: 0.16791841387748718 (0.19935531300656936) | > loss_disc_real_2: 0.24298828840255737 (0.18648163623669567) | > loss_disc_real_3: 0.2110491394996643 (0.1925070732831955) | > loss_disc_real_4: 0.27404388785362244 (0.23331357538700104) | > loss_disc_real_5: 0.255239337682724 (0.21520872940035427) | > loss_0: 2.348536252975464 (2.3213366550557755) | > loss_gen: 2.5044848918914795 (2.3394462922040153) | > loss_kl: 2.9419779777526855 (3.2565026002771713) | > loss_feat: 7.026352882385254 (7.477031623615938) | > loss_mel: 18.065711975097656 (17.852074454812442) | > loss_duration: 2.4705655574798584 (2.362306833267212) | > loss_1: 33.009090423583984 (33.28736103282255)  --> STEP: 18 | > loss_disc: 2.2816476821899414 (2.3191317121187844) | > loss_disc_real_0: 0.17952173948287964 (0.11135799768898222) | > loss_disc_real_1: 0.11272329092025757 (0.19454242289066315) | > loss_disc_real_2: 0.2370728999376297 (0.18929226199785867) | > loss_disc_real_3: 0.14303724467754364 (0.1897587494717704) | > loss_disc_real_4: 0.20302793383598328 (0.23163103974527782) | > loss_disc_real_5: 0.1727455109357834 (0.2128496617078781) | > loss_0: 2.2816476821899414 (2.3191317121187844) | > loss_gen: 2.2174160480499268 (2.332666834195455) | > loss_kl: 3.181938886642456 (3.2523601717419095) | > loss_feat: 7.749993801116943 (7.4921961890326605) | > loss_mel: 16.456920623779297 (17.774565908643936) | > loss_duration: 2.2491586208343506 (2.3560208214653864) | > loss_1: 31.85542869567871 (33.20780923631456)  --> STEP: 19 | > loss_disc: 2.1828298568725586 (2.31195793026372) | > loss_disc_real_0: 0.14589649438858032 (0.11317581330475054) | > loss_disc_real_1: 0.2185225486755371 (0.19580453477407755) | > loss_disc_real_2: 0.16612966358661652 (0.1880731778709512) | > loss_disc_real_3: 0.1939695179462433 (0.1899803688651637) | > loss_disc_real_4: 0.210035502910614 (0.23049443254345342) | > loss_disc_real_5: 0.21142764389514923 (0.21277481866510292) | > loss_0: 2.1828298568725586 (2.31195793026372) | > loss_gen: 2.563568115234375 (2.3448195331975032) | > loss_kl: 2.190187931060791 (3.196456369600798) | > loss_feat: 8.790019035339355 (7.56050265462775) | > loss_mel: 16.992446899414062 (17.733401750263415) | > loss_duration: 2.3225646018981934 (2.354259967803955) | > loss_1: 32.858787536621094 (33.1894396731728)  --> STEP: 20 | > loss_disc: 2.4548330307006836 (2.319101685285568) | > loss_disc_real_0: 0.12018686532974243 (0.11352636590600014) | > loss_disc_real_1: 0.20594272017478943 (0.19631144404411316) | > loss_disc_real_2: 0.24243174493312836 (0.19079110622406006) | > loss_disc_real_3: 0.1818673014640808 (0.18957471549510957) | > loss_disc_real_4: 0.2534956634044647 (0.23164449408650398) | > loss_disc_real_5: 0.200627401471138 (0.21216744780540467) | > loss_0: 2.4548330307006836 (2.319101685285568) | > loss_gen: 2.1424484252929688 (2.3347009778022767) | > loss_kl: 2.2528843879699707 (3.1492777705192565) | > loss_feat: 6.804856777191162 (7.522720360755921) | > loss_mel: 18.76679801940918 (17.785071563720702) | > loss_duration: 2.3318676948547363 (2.353140354156494) | > loss_1: 32.29885482788086 (33.144910430908205)  --> STEP: 21 | > loss_disc: 2.3269197940826416 (2.319473976180667) | > loss_disc_real_0: 0.14734573662281036 (0.11513681213061015) | > loss_disc_real_1: 0.22473564743995667 (0.19766497753915332) | > loss_disc_real_2: 0.23015201091766357 (0.19266543501899355) | > loss_disc_real_3: 0.19095002114772797 (0.18964020624047234) | > loss_disc_real_4: 0.2417813390493393 (0.23212720098949613) | > loss_disc_real_5: 0.23646612465381622 (0.21332452765532903) | > loss_0: 2.3269197940826416 (2.319473976180667) | > loss_gen: 2.495190143585205 (2.342343319030035) | > loss_kl: 2.7363121509552 (3.1296127410162065) | > loss_feat: 5.17406702041626 (7.410879725501651) | > loss_mel: 13.67538070678711 (17.589371999104817) | > loss_duration: 2.1884803771972656 (2.345299402872721) | > loss_1: 26.26943016052246 (32.81750660850888)  --> STEP: 22 | > loss_disc: 2.1889729499816895 (2.3135421113534407) | > loss_disc_real_0: 0.11016228795051575 (0.1149106973951513) | > loss_disc_real_1: 0.199709951877594 (0.19775793091817337) | > loss_disc_real_2: 0.16701287031173706 (0.1914994093504819) | > loss_disc_real_3: 0.1591069996356964 (0.18825233321298251) | > loss_disc_real_4: 0.21775226294994354 (0.231473794714971) | > loss_disc_real_5: 0.22358644008636475 (0.2137909782203761) | > loss_0: 2.1889729499816895 (2.3135421113534407) | > loss_gen: 2.529900074005127 (2.350868626074357) | > loss_kl: 2.4566686153411865 (3.099024371667342) | > loss_feat: 7.8821516036987305 (7.432301174510609) | > loss_mel: 17.688762664794922 (17.593889756636187) | > loss_duration: 2.2347300052642822 (2.340273521163247) | > loss_1: 32.792213439941406 (32.816356919028536)  --> STEP: 23 | > loss_disc: 2.5399186611175537 (2.323384570038837) | > loss_disc_real_0: 0.1298191249370575 (0.11555888989697331) | > loss_disc_real_1: 0.24739384651184082 (0.19991601420485455) | > loss_disc_real_2: 0.1802697777748108 (0.19101116449936575) | > loss_disc_real_3: 0.23674163222312927 (0.19036056360472803) | > loss_disc_real_4: 0.2872615158557892 (0.23389934780805008) | > loss_disc_real_5: 0.2468598335981369 (0.21522875454114831) | > loss_0: 2.5399186611175537 (2.323384570038837) | > loss_gen: 2.371224880218506 (2.3517536806023633) | > loss_kl: 2.473602771759033 (3.0718321281930674) | > loss_feat: 6.48370361328125 (7.391057802283245) | > loss_mel: 17.385547637939453 (17.58483140364937) | > loss_duration: 2.299912691116333 (2.338518702465555) | > loss_1: 31.013992309570312 (32.73799324035644)  --> STEP: 24 | > loss_disc: 2.3689987659454346 (2.325285161534945) | > loss_disc_real_0: 0.08493553102016449 (0.11428291661043961) | > loss_disc_real_1: 0.2107493132352829 (0.20036740166445574) | > loss_disc_real_2: 0.24210958182811737 (0.19314026522139707) | > loss_disc_real_3: 0.16916301846504211 (0.1894773325572411) | > loss_disc_real_4: 0.21690663695335388 (0.2331913181891044) | > loss_disc_real_5: 0.18145030736923218 (0.21382131924231848) | > loss_0: 2.3689987659454346 (2.325285161534945) | > loss_gen: 2.2057783603668213 (2.345671375592549) | > loss_kl: 2.5113255977630615 (3.0484776894251504) | > loss_feat: 6.423122406005859 (7.3507271607716875) | > loss_mel: 16.710180282592773 (17.54838760693868) | > loss_duration: 2.445369005203247 (2.342970798412959) | > loss_1: 30.2957763671875 (32.636234203974404)  --> STEP: 25 | > loss_disc: 2.624051094055176 (2.3372357988357546) | > loss_disc_real_0: 0.216859370470047 (0.11838597476482392) | > loss_disc_real_1: 0.17844603955745697 (0.19949054718017578) | > loss_disc_real_2: 0.20714303851127625 (0.19370037615299224) | > loss_disc_real_3: 0.2130405753850937 (0.19041986227035523) | > loss_disc_real_4: 0.2744005620479584 (0.23483968794345855) | > loss_disc_real_5: 0.26448825001716614 (0.21584799647331238) | > loss_0: 2.624051094055176 (2.3372357988357546) | > loss_gen: 2.2328150272369385 (2.3411571216583247) | > loss_kl: 2.667842388153076 (3.0332522773742676) | > loss_feat: 7.820426940917969 (7.369515151977539) | > loss_mel: 15.096232414245605 (17.450301399230955) | > loss_duration: 2.434326171875 (2.346625013351441) | > loss_1: 30.251644134521484 (32.54085060119629)  --> STEP: 26 | > loss_disc: 2.540323257446289 (2.34504685493616) | > loss_disc_real_0: 0.07792320847511292 (0.11682971452291195) | > loss_disc_real_1: 0.13707244396209717 (0.19708985090255737) | > loss_disc_real_2: 0.1940772980451584 (0.19371487314884478) | > loss_disc_real_3: 0.22104962170124054 (0.1915979299407739) | > loss_disc_real_4: 0.32894471287727356 (0.23845911197937453) | > loss_disc_real_5: 0.30362772941589355 (0.21922414004802704) | > loss_0: 2.540323257446289 (2.34504685493616) | > loss_gen: 2.0721240043640137 (2.3308096940700818) | > loss_kl: 2.4074909687042236 (3.009184534733112) | > loss_feat: 10.032160758972168 (7.47192459840041) | > loss_mel: 21.056373596191406 (17.588996483729435) | > loss_duration: 2.305840015411377 (2.345056359584515) | > loss_1: 37.87398910522461 (32.74597131288969) --> EVAL PERFORMANCE | > avg_loader_time: 0.002557222659771259 (+0.00012028217315673828) | > avg_loss_disc: 2.34504685493616 (-0.06079774177991437) | > avg_loss_disc_real_0: 0.11682971452291195 (-0.023404261240592375) | > avg_loss_disc_real_1: 0.19708985090255737 (+0.06539686711934897) | > avg_loss_disc_real_2: 0.19371487314884478 (-0.05901326353733355) | > avg_loss_disc_real_3: 0.1915979299407739 (-0.061572398703831854) | > avg_loss_disc_real_4: 0.23845911197937453 (+0.003150563973646908) | > avg_loss_disc_real_5: 0.21922414004802704 (-0.008252511803920448) | > avg_loss_0: 2.34504685493616 (-0.06079774177991437) | > avg_loss_gen: 2.3308096940700818 (+0.018011918434729157) | > avg_loss_kl: 3.009184534733112 (-0.0329197461788473) | > avg_loss_feat: 7.47192459840041 (+0.339148062926073) | > avg_loss_mel: 17.588996483729435 (+0.8594916050250667) | > avg_loss_duration: 2.345056359584515 (-0.019541914646441505) | > avg_loss_1: 32.74597131288969 (+1.1641888985267066)  > EPOCH: 739/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:53:26)   --> TIME: 2024-06-11 23:53:28 -- STEP: 4/330 -- GLOBAL_STEP: 331875 | > loss_disc: 2.265258312225342 (2.274101674556732) | > loss_disc_real_0: 0.0867202877998352 (0.0955450739711523) | > loss_disc_real_1: 0.24417419731616974 (0.16711020842194557) | > loss_disc_real_2: 0.20834684371948242 (0.20775135606527328) | > loss_disc_real_3: 0.2146458625793457 (0.20154232159256935) | > loss_disc_real_4: 0.24504511058330536 (0.24093786627054214) | > loss_disc_real_5: 0.2165682017803192 (0.2022930271923542) | > loss_0: 2.265258312225342 (2.274101674556732) | > grad_norm_0: tensor(5.8598, device='cuda:0') (tensor(6.8860, device='cuda:0')) | > loss_gen: 2.6590969562530518 (2.6297226548194885) | > loss_kl: 1.9836808443069458 (1.905899852514267) | > loss_feat: 6.979043006896973 (7.151751756668091) | > loss_mel: 17.813541412353516 (18.163333415985107) | > loss_duration: 2.1319146156311035 (2.161336898803711) | > loss_1: 31.567276000976562 (32.01204490661621) | > grad_norm_1: tensor(76.1505, device='cuda:0') (tensor(70.4399, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3865 (0.3975442051887512) | > loader_time: 0.0032 (0.0032678842544555664)  --> TIME: 2024-06-11 23:53:38 -- STEP: 29/330 -- GLOBAL_STEP: 331900 | > loss_disc: 2.4061622619628906 (2.3172836961417365) | > loss_disc_real_0: 0.1302422434091568 (0.10145727801939537) | > loss_disc_real_1: 0.2408778965473175 (0.19160504433615455) | > loss_disc_real_2: 0.21292436122894287 (0.2092761279180132) | > loss_disc_real_3: 0.2126573771238327 (0.22377373226757707) | > loss_disc_real_4: 0.21849173307418823 (0.22852671300542765) | > loss_disc_real_5: 0.19511950016021729 (0.21980565940511637) | > loss_0: 2.4061622619628906 (2.3172836961417365) | > grad_norm_0: tensor(15.1229, device='cuda:0') (tensor(9.1202, device='cuda:0')) | > loss_gen: 2.448075771331787 (2.5104233643104292) | > loss_kl: 2.0416483879089355 (1.9030529671701892) | > loss_feat: 6.487537860870361 (7.016595560928871) | > loss_mel: 17.21331214904785 (17.56409921317265) | > loss_duration: 1.969651460647583 (2.0220481609476026) | > loss_1: 30.160226821899414 (31.016219500837654) | > grad_norm_1: tensor(121.4704, device='cuda:0') (tensor(113.2951, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.352 (0.36706169720353754) | > loader_time: 0.0032 (0.00341172876029179)  --> TIME: 2024-06-11 23:53:47 -- STEP: 54/330 -- GLOBAL_STEP: 331925 | > loss_disc: 2.326883316040039 (2.3400793119713117) | > loss_disc_real_0: 0.10589706897735596 (0.10613154882082233) | > loss_disc_real_1: 0.18878014385700226 (0.19396999975045523) | > loss_disc_real_2: 0.21999016404151917 (0.2101198501057095) | > loss_disc_real_3: 0.2102399617433548 (0.22667446428978885) | > loss_disc_real_4: 0.20833370089530945 (0.23276888523940686) | > loss_disc_real_5: 0.2215491086244583 (0.2212365123408812) | > loss_0: 2.326883316040039 (2.3400793119713117) | > grad_norm_0: tensor(4.9113, device='cuda:0') (tensor(8.4518, device='cuda:0')) | > loss_gen: 2.4233083724975586 (2.504393511348301) | > loss_kl: 1.9387826919555664 (1.914249786624202) | > loss_feat: 7.869596004486084 (7.046318946061311) | > loss_mel: 18.427053451538086 (17.48333044405336) | > loss_duration: 1.9481465816497803 (1.9991439956205863) | > loss_1: 32.60688781738281 (30.947436544630264) | > grad_norm_1: tensor(60.5892, device='cuda:0') (tensor(99.0341, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3671 (0.36712421311272514) | > loader_time: 0.0032 (0.0035315354665120444)  --> TIME: 2024-06-11 23:53:57 -- STEP: 79/330 -- GLOBAL_STEP: 331950 | > loss_disc: 2.401883125305176 (2.3457667254194434) | > loss_disc_real_0: 0.11824921518564224 (0.10749011213266396) | > loss_disc_real_1: 0.1875123232603073 (0.19286001671718647) | > loss_disc_real_2: 0.21174363791942596 (0.2093533475565005) | > loss_disc_real_3: 0.22629916667938232 (0.22842947893504856) | > loss_disc_real_4: 0.2655947506427765 (0.2335463236027126) | > loss_disc_real_5: 0.26691964268684387 (0.22411932032319565) | > loss_0: 2.401883125305176 (2.3457667254194434) | > grad_norm_0: tensor(8.0445, device='cuda:0') (tensor(8.1299, device='cuda:0')) | > loss_gen: 2.4513309001922607 (2.4983289694484285) | > loss_kl: 2.010340929031372 (1.9362036110479621) | > loss_feat: 6.592057704925537 (7.027558375008499) | > loss_mel: 17.068161010742188 (17.423582173600977) | > loss_duration: 1.9598448276519775 (1.9916528553902348) | > loss_1: 30.08173370361328 (30.877325830580315) | > grad_norm_1: tensor(105.5423, device='cuda:0') (tensor(94.9679, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3876 (0.3712392306026024) | > loader_time: 0.0033 (0.00362968143028549)  --> TIME: 2024-06-11 23:54:06 -- STEP: 104/330 -- GLOBAL_STEP: 331975 | > loss_disc: 2.408632755279541 (2.35125342469949) | > loss_disc_real_0: 0.1394820511341095 (0.11076571061634101) | > loss_disc_real_1: 0.2173772007226944 (0.1943989578061379) | > loss_disc_real_2: 0.19168929755687714 (0.2091807797551155) | > loss_disc_real_3: 0.2535339295864105 (0.228148680466872) | > loss_disc_real_4: 0.21841755509376526 (0.23199464280444843) | > loss_disc_real_5: 0.22302089631557465 (0.22224970634740132) | > loss_0: 2.408632755279541 (2.35125342469949) | > grad_norm_0: tensor(7.6033, device='cuda:0') (tensor(7.9675, device='cuda:0')) | > loss_gen: 2.5751354694366455 (2.5002297759056087) | > loss_kl: 1.997107744216919 (1.955044149206235) | > loss_feat: 7.262748718261719 (7.041417094377371) | > loss_mel: 18.054044723510742 (17.43750227414645) | > loss_duration: 2.0415291786193848 (1.9932805471695387) | > loss_1: 31.930564880371094 (30.927473673453697) | > grad_norm_1: tensor(97.8727, device='cuda:0') (tensor(88.7578, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3855 (0.3731168027107532) | > loader_time: 0.0042 (0.0037056138882270227)  --> TIME: 2024-06-11 23:54:16 -- STEP: 129/330 -- GLOBAL_STEP: 332000 | > loss_disc: 2.3638689517974854 (2.3623951719712846) | > loss_disc_real_0: 0.1375432014465332 (0.11351287827011226) | > loss_disc_real_1: 0.21039077639579773 (0.19633904884951983) | > loss_disc_real_2: 0.21417909860610962 (0.21019376964532127) | > loss_disc_real_3: 0.21821407973766327 (0.22940166421638902) | > loss_disc_real_4: 0.2398255616426468 (0.23214001664819645) | > loss_disc_real_5: 0.22901950776576996 (0.22260865257229917) | > loss_0: 2.3638689517974854 (2.3623951719712846) | > grad_norm_0: tensor(14.4945, device='cuda:0') (tensor(8.4003, device='cuda:0')) | > loss_gen: 2.561445713043213 (2.486402121625205) | > loss_kl: 2.012030839920044 (1.9671857033589089) | > loss_feat: 6.752998352050781 (6.999195675517237) | > loss_mel: 17.1032657623291 (17.45296547764032) | > loss_duration: 1.9889543056488037 (1.9957204419513082) | > loss_1: 30.41869354248047 (30.90146931197292) | > grad_norm_1: tensor(177.2103, device='cuda:0') (tensor(88.1599, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3682 (0.37395645481671475) | > loader_time: 0.005 (0.0037886172302009523) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_332000.pth  --> TIME: 2024-06-11 23:54:31 -- STEP: 154/330 -- GLOBAL_STEP: 332025 | > loss_disc: 2.3761439323425293 (2.36113792270809) | > loss_disc_real_0: 0.13574135303497314 (0.11392104722462691) | > loss_disc_real_1: 0.2094203680753708 (0.19557415326307345) | > loss_disc_real_2: 0.20717498660087585 (0.21141990458036397) | > loss_disc_real_3: 0.2561761438846588 (0.22864259140832083) | > loss_disc_real_4: 0.246866375207901 (0.2313255024227229) | > loss_disc_real_5: 0.23304346203804016 (0.2226782960744647) | > loss_0: 2.3761439323425293 (2.36113792270809) | > grad_norm_0: tensor(7.0851, device='cuda:0') (tensor(8.8948, device='cuda:0')) | > loss_gen: 2.457834005355835 (2.483088377234224) | > loss_kl: 1.9367212057113647 (1.9739544817379542) | > loss_feat: 6.886069297790527 (6.992408721477954) | > loss_mel: 17.261045455932617 (17.419665379957735) | > loss_duration: 2.012936592102051 (1.9994135777671616) | > loss_1: 30.554607391357422 (30.868530483988973) | > grad_norm_1: tensor(72.3369, device='cuda:0') (tensor(98.5898, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3837 (0.37970211443963) | > loader_time: 0.0046 (0.003922889759014179)  --> TIME: 2024-06-11 23:54:41 -- STEP: 179/330 -- GLOBAL_STEP: 332050 | > loss_disc: 2.4360361099243164 (2.3670681894824495) | > loss_disc_real_0: 0.10395331680774689 (0.11559532366318409) | > loss_disc_real_1: 0.18569138646125793 (0.19583084030524311) | > loss_disc_real_2: 0.1919720321893692 (0.21149233657887528) | > loss_disc_real_3: 0.1950002908706665 (0.22921903739428387) | > loss_disc_real_4: 0.19859902560710907 (0.23235122351673063) | > loss_disc_real_5: 0.20724992454051971 (0.22399502901058624) | > loss_0: 2.4360361099243164 (2.3670681894824495) | > grad_norm_0: tensor(17.1919, device='cuda:0') (tensor(9.3128, device='cuda:0')) | > loss_gen: 2.419668674468994 (2.476974240894424) | > loss_kl: 2.0967626571655273 (1.982365580910411) | > loss_feat: 7.367787837982178 (6.9666229173457825) | > loss_mel: 17.182024002075195 (17.387588431715326) | > loss_duration: 2.0722084045410156 (2.0065260126604056) | > loss_1: 31.138450622558594 (30.8200771182609) | > grad_norm_1: tensor(349.3581, device='cuda:0') (tensor(105.9104, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.3932 (0.3812715754162666) | > loader_time: 0.0045 (0.004014312222017258)  --> TIME: 2024-06-11 23:54:51 -- STEP: 204/330 -- GLOBAL_STEP: 332075 | > loss_disc: 2.4119012355804443 (2.3674233357111603) | > loss_disc_real_0: 0.11404919624328613 (0.11642030170004741) | > loss_disc_real_1: 0.16559407114982605 (0.1965016918439491) | > loss_disc_real_2: 0.19834163784980774 (0.21169447321809975) | > loss_disc_real_3: 0.2346823662519455 (0.22938705747034036) | > loss_disc_real_4: 0.2537388205528259 (0.2319306851017709) | > loss_disc_real_5: 0.24463830888271332 (0.2228824757039547) | > loss_0: 2.4119012355804443 (2.3674233357111603) | > grad_norm_0: tensor(26.9987, device='cuda:0') (tensor(11.5683, device='cuda:0')) | > loss_gen: 2.6909708976745605 (2.481782601160162) | > loss_kl: 2.1720142364501953 (1.989311321108949) | > loss_feat: 7.918797969818115 (6.9765413555444455) | > loss_mel: 17.897350311279297 (17.3515092391594) | > loss_duration: 2.0292789936065674 (2.0146108088540102) | > loss_1: 32.708412170410156 (30.813755278493844) | > grad_norm_1: tensor(487.9134, device='cuda:0') (tensor(137.0178, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.4153 (0.38386587769377467) | > loader_time: 0.0055 (0.004094126177769082)  --> TIME: 2024-06-11 23:55:02 -- STEP: 229/330 -- GLOBAL_STEP: 332100 | > loss_disc: 2.3939297199249268 (2.3678276205687534) | > loss_disc_real_0: 0.18381720781326294 (0.11760401559839082) | > loss_disc_real_1: 0.15223748981952667 (0.19706763945292177) | > loss_disc_real_2: 0.1923677921295166 (0.21196982342603427) | > loss_disc_real_3: 0.25441092252731323 (0.22921938283214402) | > loss_disc_real_4: 0.2523745894432068 (0.23141963545672237) | > loss_disc_real_5: 0.2522445321083069 (0.22243733840738322) | > loss_0: 2.3939297199249268 (2.3678276205687534) | > grad_norm_0: tensor(47.0761, device='cuda:0') (tensor(14.1564, device='cuda:0')) | > loss_gen: 2.493992805480957 (2.4854206570371273) | > loss_kl: 2.170501947402954 (1.9965567031802047) | > loss_feat: 6.947983264923096 (6.978640733327407) | > loss_mel: 17.4659481048584 (17.326895105786736) | > loss_duration: 2.1389527320861816 (2.023358892145116) | > loss_1: 31.217378616333008 (30.810872065448343) | > grad_norm_1: tensor(307.4994, device='cuda:0') (tensor(167.8428, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.4171 (0.3866709517599714) | > loader_time: 0.0055 (0.0041964564260957545)  --> TIME: 2024-06-11 23:55:13 -- STEP: 254/330 -- GLOBAL_STEP: 332125 | > loss_disc: 2.3977363109588623 (2.37223720550537) | > loss_disc_real_0: 0.11205703020095825 (0.11846077876297507) | > loss_disc_real_1: 0.13676713407039642 (0.198413143242438) | > loss_disc_real_2: 0.24511192739009857 (0.21216918522213388) | > loss_disc_real_3: 0.23637191951274872 (0.22947809815876127) | > loss_disc_real_4: 0.2485811412334442 (0.23153856748671042) | > loss_disc_real_5: 0.23731885850429535 (0.22232878084961824) | > loss_0: 2.3977363109588623 (2.37223720550537) | > grad_norm_0: tensor(70.6709, device='cuda:0') (tensor(16.1626, device='cuda:0')) | > loss_gen: 2.5087826251983643 (2.4885704320246784) | > loss_kl: 2.064488649368286 (1.999128360917249) | > loss_feat: 7.162520885467529 (6.994380194371141) | > loss_mel: 16.809844970703125 (17.294131395385037) | > loss_duration: 2.0653672218322754 (2.0310269054465406) | > loss_1: 30.611003875732422 (30.807237264678236) | > grad_norm_1: tensor(570.8276, device='cuda:0') (tensor(190.2802, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.4474 (0.39056637906652736) | > loader_time: 0.0052 (0.004313956095477726)  --> TIME: 2024-06-11 23:55:24 -- STEP: 279/330 -- GLOBAL_STEP: 332150 | > loss_disc: 2.360175371170044 (2.3717397669310207) | > loss_disc_real_0: 0.10206559300422668 (0.11939572820633543) | > loss_disc_real_1: 0.21512967348098755 (0.19876897420507184) | > loss_disc_real_2: 0.2492939531803131 (0.2124836091820057) | > loss_disc_real_3: 0.24655844271183014 (0.22945204932629848) | > loss_disc_real_4: 0.22858673334121704 (0.23133899752170808) | > loss_disc_real_5: 0.20569849014282227 (0.22135307925576378) | > loss_0: 2.360175371170044 (2.3717397669310207) | > grad_norm_0: tensor(35.9777, device='cuda:0') (tensor(18.2924, device='cuda:0')) | > loss_gen: 2.528959274291992 (2.4911731374733765) | > loss_kl: 2.0924696922302246 (2.005410660979568) | > loss_feat: 7.4765777587890625 (6.997555589163175) | > loss_mel: 17.170101165771484 (17.239140643868406) | > loss_duration: 2.137477397918701 (2.0404180433587786) | > loss_1: 31.40558624267578 (30.773698068434193) | > grad_norm_1: tensor(591.0095, device='cuda:0') (tensor(216.8425, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.453 (0.3958098999488311) | > loader_time: 0.0068 (0.004445158025269867)  --> TIME: 2024-06-11 23:55:36 -- STEP: 304/330 -- GLOBAL_STEP: 332175 | > loss_disc: 2.4041380882263184 (2.3747793679174616) | > loss_disc_real_0: 0.21248753368854523 (0.12068028640198081) | > loss_disc_real_1: 0.17160873115062714 (0.1989702200517059) | > loss_disc_real_2: 0.21151281893253326 (0.21241059644441856) | > loss_disc_real_3: 0.2302287220954895 (0.2296228952901928) | > loss_disc_real_4: 0.22553952038288116 (0.23140506549297193) | > loss_disc_real_5: 0.2147592008113861 (0.2212169779660671) | > loss_0: 2.4041380882263184 (2.3747793679174616) | > grad_norm_0: tensor(32.6965, device='cuda:0') (tensor(19.7771, device='cuda:0')) | > loss_gen: 2.779965400695801 (2.4868583702727367) | > loss_kl: 2.019636631011963 (2.0093217217608497) | > loss_feat: 8.511089324951172 (7.00572776480725) | > loss_mel: 16.992223739624023 (17.18639510242564) | > loss_duration: 2.201753616333008 (2.0511117016798566) | > loss_1: 32.504669189453125 (30.739414660554182) | > grad_norm_1: tensor(289.1273, device='cuda:0') (tensor(233.5098, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 0.4842 (0.40224439846841903) | > loader_time: 0.007 (0.004630348400065774)  --> TIME: 2024-06-11 23:56:05 -- STEP: 329/330 -- GLOBAL_STEP: 332200 | > loss_disc: 2.5464372634887695 (2.3828738083593017) | > loss_disc_real_0: 0.19706349074840546 (0.12281862956593464) | > loss_disc_real_1: 0.24805645644664764 (0.19994393770093252) | > loss_disc_real_2: 0.21611765027046204 (0.21279273949857902) | > loss_disc_real_3: 0.2739346921443939 (0.23003150491004296) | > loss_disc_real_4: 0.2953614294528961 (0.23221403269782254) | > loss_disc_real_5: 0.2178211808204651 (0.22208588373334942) | > loss_0: 2.5464372634887695 (2.3828738083593017) | > grad_norm_0: tensor(11.0826, device='cuda:0') (tensor(20.2402, device='cuda:0')) | > loss_gen: 2.475618600845337 (2.480925952772239) | > loss_kl: 2.238887310028076 (2.0190173775229407) | > loss_feat: 8.925823211669922 (7.078853663702504) | > loss_mel: 17.21305274963379 (17.158794046535334) | > loss_duration: 2.2877893447875977 (2.06575696627782) | > loss_1: 33.141170501708984 (30.8033479905056) | > grad_norm_1: tensor(95.0416, device='cuda:0') (tensor(239.6540, device='cuda:0')) | > current_lr_0: 0.00018235158196143006 | > current_lr_1: 0.00018235158196143006 | > step_time: 14.2519 (0.4569895702292491) | > loader_time: 0.0349 (0.005085645837986721)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6205835342407227 (2.6205835342407227) | > loss_disc_real_0: 0.2356075495481491 (0.2356075495481491) | > loss_disc_real_1: 0.3723227083683014 (0.3723227083683014) | > loss_disc_real_2: 0.2884594798088074 (0.2884594798088074) | > loss_disc_real_3: 0.2587696313858032 (0.2587696313858032) | > loss_disc_real_4: 0.3143056631088257 (0.3143056631088257) | > loss_disc_real_5: 0.28693634271621704 (0.28693634271621704) | > loss_0: 2.6205835342407227 (2.6205835342407227) | > loss_gen: 2.7710490226745605 (2.7710490226745605) | > loss_kl: 2.760589599609375 (2.760589599609375) | > loss_feat: 7.041425704956055 (7.041425704956055) | > loss_mel: 17.259185791015625 (17.259185791015625) | > loss_duration: 2.9954636096954346 (2.9954636096954346) | > loss_1: 32.82771301269531 (32.82771301269531)  --> STEP: 1 | > loss_disc: 2.3791894912719727 (2.3791894912719727) | > loss_disc_real_0: 0.19268403947353363 (0.19268403947353363) | > loss_disc_real_1: 0.20314183831214905 (0.20314183831214905) | > loss_disc_real_2: 0.206685870885849 (0.206685870885849) | > loss_disc_real_3: 0.26038408279418945 (0.26038408279418945) | > loss_disc_real_4: 0.27971622347831726 (0.27971622347831726) | > loss_disc_real_5: 0.25009799003601074 (0.25009799003601074) | > loss_0: 2.3791894912719727 (2.3791894912719727) | > loss_gen: 2.527653217315674 (2.527653217315674) | > loss_kl: 2.869760274887085 (2.869760274887085) | > loss_feat: 6.064313888549805 (6.064313888549805) | > loss_mel: 17.41086196899414 (17.41086196899414) | > loss_duration: 2.4629225730895996 (2.4629225730895996) | > loss_1: 31.335512161254883 (31.335512161254883)  --> STEP: 2 | > loss_disc: 2.531384229660034 (2.4552868604660034) | > loss_disc_real_0: 0.2114083617925644 (0.202046200633049) | > loss_disc_real_1: 0.19952359795570374 (0.2013327181339264) | > loss_disc_real_2: 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loss_disc_real_5: 0.1985197216272354 (0.2503163566191991) | > loss_0: 2.299175262451172 (2.403249661127726) | > loss_gen: 2.581937313079834 (2.58813738822937) | > loss_kl: 3.0031824111938477 (3.110098441441854) | > loss_feat: 5.663083553314209 (5.892686208089192) | > loss_mel: 16.74262809753418 (17.020315806070965) | > loss_duration: 2.308730125427246 (2.3987369537353516) | > loss_1: 30.299560546875 (31.00997479756673)  --> STEP: 4 | > loss_disc: 2.3409855365753174 (2.387683629989624) | > loss_disc_real_0: 0.14269134402275085 (0.1920338198542595) | > loss_disc_real_1: 0.1776670515537262 (0.18874944001436234) | > loss_disc_real_2: 0.18374569714069366 (0.2039816454052925) | > loss_disc_real_3: 0.19399034976959229 (0.2407618835568428) | > loss_disc_real_4: 0.23759014904499054 (0.24298176914453506) | > loss_disc_real_5: 0.2603601813316345 (0.25282731279730797) | > loss_0: 2.3409855365753174 (2.387683629989624) | > loss_gen: 2.3346805572509766 (2.5247731804847717) | > loss_kl: 3.3921279907226562 (3.1806058287620544) | > loss_feat: 6.506370544433594 (6.046107292175293) | > loss_mel: 18.46784210205078 (17.382197380065918) | > loss_duration: 2.347198486328125 (2.385852336883545) | > loss_1: 33.0482177734375 (31.519535541534424)  --> STEP: 5 | > loss_disc: 2.3330345153808594 (2.376753807067871) | > loss_disc_real_0: 0.29797184467315674 (0.21322142481803893) | > loss_disc_real_1: 0.22700455784797668 (0.1964004635810852) | > loss_disc_real_2: 0.17021580040454865 (0.19722847640514374) | > loss_disc_real_3: 0.26976892352104187 (0.24656329154968262) | > loss_disc_real_4: 0.23257112503051758 (0.24089964032173156) | > loss_disc_real_5: 0.19575195014476776 (0.24141224026679992) | > loss_0: 2.3330345153808594 (2.376753807067871) | > loss_gen: 2.683678388595581 (2.5565542221069335) | > loss_kl: 2.497427463531494 (3.043970155715942) | > loss_feat: 5.558315277099609 (5.948548889160156) | > loss_mel: 17.1582088470459 (17.337399673461913) | > loss_duration: 2.4309005737304688 (2.3948619842529295) | > loss_1: 30.328529357910156 (31.28133430480957)  --> STEP: 6 | > loss_disc: 2.513810873031616 (2.399596651395162) | > loss_disc_real_0: 0.19882524013519287 (0.21082206070423126) | > loss_disc_real_1: 0.23461352288722992 (0.202769306798776) | > loss_disc_real_2: 0.2573989927768707 (0.20725689580043158) | > loss_disc_real_3: 0.29579684138298035 (0.25476888318856555) | > loss_disc_real_4: 0.26286715269088745 (0.24456089238325754) | > loss_disc_real_5: 0.25080475211143494 (0.24297765890757242) | > loss_0: 2.513810873031616 (2.399596651395162) | > loss_gen: 2.5428097248077393 (2.554263472557068) | > loss_kl: 3.0009961128234863 (3.0368078152338662) | > loss_feat: 4.603166103363037 (5.724318424860637) | > loss_mel: 17.867006301879883 (17.42566744486491) | > loss_duration: 2.20318603515625 (2.3629159927368164) | > loss_1: 30.217164993286133 (31.103972752888996)  --> STEP: 7 | > loss_disc: 2.5620696544647217 (2.422807080405099) | > loss_disc_real_0: 0.24064990878105164 (0.21508318185806274) | > loss_disc_real_1: 0.2564561665058136 (0.21043885818549565) | > loss_disc_real_2: 0.3004213869571686 (0.22056610882282257) | > loss_disc_real_3: 0.2943741977214813 (0.26042678526469637) | > loss_disc_real_4: 0.2657269239425659 (0.24758461117744446) | > loss_disc_real_5: 0.2425791174173355 (0.24292072440896714) | > loss_0: 2.5620696544647217 (2.422807080405099) | > loss_gen: 2.7395057678222656 (2.5807266575949535) | > loss_kl: 4.2509965896606445 (3.210263354437692) | > loss_feat: 5.777644157409668 (5.731936386653355) | > loss_mel: 15.809207916259766 (17.194744655064174) | > loss_duration: 2.4995646476745605 (2.382437229156494) | > loss_1: 31.076919555664062 (31.100108010428293)  --> STEP: 8 | > loss_disc: 2.160982608795166 (2.3900790214538574) | > loss_disc_real_0: 0.1481589376926422 (0.20671765133738518) | > loss_disc_real_1: 0.19617320597171783 (0.20865565165877342) | > loss_disc_real_2: 0.2056279331445694 (0.21869883686304092) | > loss_disc_real_3: 0.21493972837924957 (0.25474090315401554) | > loss_disc_real_4: 0.21085260808467865 (0.24299311079084873) | > loss_disc_real_5: 0.2961820065975189 (0.24957838468253613) | > loss_0: 2.160982608795166 (2.3900790214538574) | > loss_gen: 2.995257616043091 (2.6325430274009705) | > loss_kl: 2.9062232971191406 (3.172258347272873) | > loss_feat: 9.798442840576172 (6.240249693393707) | > loss_mel: 21.589111328125 (17.744040489196777) | > loss_duration: 2.2686281204223633 (2.368211090564728) | > loss_1: 39.55766296386719 (32.157302379608154)  --> STEP: 9 | > loss_disc: 2.2794761657714844 (2.3777898152669272) | > loss_disc_real_0: 0.11941740661859512 (0.1970176241464085) | > loss_disc_real_1: 0.18645107746124268 (0.20618847674793667) | > loss_disc_real_2: 0.1732800453901291 (0.21365230447716183) | > loss_disc_real_3: 0.2138315886259079 (0.2501954237620036) | > loss_disc_real_4: 0.1752302348613739 (0.23546390235424042) | > loss_disc_real_5: 0.19932261109352112 (0.24399440983931223) | > loss_0: 2.2794761657714844 (2.3777898152669272) | > loss_gen: 2.364198923110962 (2.602727015813192) | > loss_kl: 2.448070526123047 (3.091793033811781) | > loss_feat: 12.604926109313965 (6.947435961829291) | > loss_mel: 19.05175018310547 (17.889341566297745) | > loss_duration: 2.159407615661621 (2.3450107044643826) | > loss_1: 38.62835693359375 (32.87630844116211)  --> STEP: 10 | > loss_disc: 2.343155860900879 (2.3743264198303224) | > loss_disc_real_0: 0.17314136028289795 (0.19462999776005746) | > loss_disc_real_1: 0.19617533683776855 (0.20518716275691987) | > loss_disc_real_2: 0.19334755837917328 (0.21162182986736297) | > loss_disc_real_3: 0.23254810273647308 (0.24843069165945053) | > loss_disc_real_4: 0.24902424216270447 (0.23681993633508683) | > loss_disc_real_5: 0.24367937445640564 (0.24396290630102158) | > loss_0: 2.343155860900879 (2.3743264198303224) | > loss_gen: 2.4578917026519775 (2.5882434844970703) | > loss_kl: 2.6495180130004883 (3.047565531730652) | > loss_feat: 5.906480312347412 (6.8433403968811035) | > loss_mel: 17.513063430786133 (17.851713752746583) | > loss_duration: 2.3111557960510254 (2.341625213623047) | > loss_1: 30.83810806274414 (32.672488403320315)  --> STEP: 11 | > loss_disc: 2.551877975463867 (2.390467470342463) | > loss_disc_real_0: 0.24079295992851257 (0.19882663068446246) | > loss_disc_real_1: 0.1933717429637909 (0.20411303368481723) | > loss_disc_real_2: 0.2806931436061859 (0.21790104020725598) | > loss_disc_real_3: 0.2507309317588806 (0.24863980439576236) | > loss_disc_real_4: 0.21322737634181976 (0.23467515815388074) | > loss_disc_real_5: 0.2525402009487152 (0.2447426603599028) | > loss_0: 2.551877975463867 (2.390467470342463) | > loss_gen: 2.398991107940674 (2.5710387229919434) | > loss_kl: 3.85514497756958 (3.1209818449887363) | > loss_feat: 7.248873710632324 (6.880207061767578) | > loss_mel: 16.19955825805664 (17.70151779868386) | > loss_duration: 2.5455245971679688 (2.3601615212180396) | > loss_1: 32.24809265136719 (32.63390697132457)  --> STEP: 12 | > loss_disc: 2.389253854751587 (2.39036633570989) | > loss_disc_real_0: 0.14773473143577576 (0.19456897241373858) | > loss_disc_real_1: 0.19078995287418365 (0.20300277695059776) | > loss_disc_real_2: 0.23931190371513367 (0.21968527883291245) | > loss_disc_real_3: 0.24781456589698792 (0.2485710345208645) | > loss_disc_real_4: 0.21019582450389862 (0.23263521368304887) | > loss_disc_real_5: 0.18036164343357086 (0.2393775756160418) | > loss_0: 2.389253854751587 (2.39036633570989) | > loss_gen: 2.2348439693450928 (2.5430224935213723) | > loss_kl: 3.079514741897583 (3.1175262530644736) | > loss_feat: 6.2149271965026855 (6.8247670729955034) | > loss_mel: 17.5018310546875 (17.684877236684162) | > loss_duration: 2.2499990463256836 (2.35098131497701) | > loss_1: 31.281116485595703 (32.52117443084716)  --> STEP: 13 | > loss_disc: 2.4665074348449707 (2.3962233433356652) | > loss_disc_real_0: 0.2266836017370224 (0.19703932851552963) | > loss_disc_real_1: 0.24183152616024017 (0.20598960381287795) | > loss_disc_real_2: 0.2170773446559906 (0.21948466851161078) | > loss_disc_real_3: 0.26450061798095703 (0.24979638709471777) | > loss_disc_real_4: 0.24491634964942932 (0.23357991644969353) | > loss_disc_real_5: 0.19013899564743042 (0.23558999254153326) | > loss_0: 2.4665074348449707 (2.3962233433356652) | > loss_gen: 2.477511167526245 (2.5379831607525167) | > loss_kl: 3.5000038146972656 (3.146947603959304) | > loss_feat: 7.286819934844971 (6.860309600830078) | > loss_mel: 16.901363372802734 (17.624606939462517) | > loss_duration: 2.30802059173584 (2.3476766439584584) | > loss_1: 32.473716735839844 (32.517523838923516)  --> STEP: 14 | > loss_disc: 2.3014917373657227 (2.389456800052098) | > loss_disc_real_0: 0.15654364228248596 (0.19414677949888365) | > loss_disc_real_1: 0.20833195745944977 (0.20615691478763307) | > loss_disc_real_2: 0.23816576600074768 (0.2208190326179777) | > loss_disc_real_3: 0.2992141544818878 (0.2533262276223728) | > loss_disc_real_4: 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(17.657783031463623) | > loss_duration: 2.3787336349487305 (2.3630867898464203) | > loss_1: 33.25172424316406 (32.82524394989013)  --> STEP: 17 | > loss_disc: 2.537858724594116 (2.3981612850637997) | > loss_disc_real_0: 0.17595365643501282 (0.19385042304501815) | > loss_disc_real_1: 0.2602941691875458 (0.20820062826661503) | > loss_disc_real_2: 0.2437947690486908 (0.22511845739448771) | > loss_disc_real_3: 0.28572213649749756 (0.2603153919472414) | > loss_disc_real_4: 0.31077155470848083 (0.24423341978998744) | > loss_disc_real_5: 0.3305091857910156 (0.24531569551019108) | > loss_0: 2.537858724594116 (2.3981612850637997) | > loss_gen: 2.713488817214966 (2.594813487109016) | > loss_kl: 2.249171495437622 (3.139974930707146) | > loss_feat: 6.249806880950928 (6.9759440983043) | > loss_mel: 16.38127899169922 (17.582694558536303) | > loss_duration: 2.5345115661621094 (2.3731706002179314) | > loss_1: 30.128257751464844 (32.66659770292394)  --> STEP: 18 | > loss_disc: 2.333116292953491 (2.3945476743910046) | > loss_disc_real_0: 0.1514551341533661 (0.19149512921770415) | > loss_disc_real_1: 0.20150716602802277 (0.2078287692533599) | > loss_disc_real_2: 0.20826107263565063 (0.22418193601899677) | > loss_disc_real_3: 0.193900004029274 (0.256625648174021) | > loss_disc_real_4: 0.20992816984653473 (0.24232757257090676) | > loss_disc_real_5: 0.19531135261058807 (0.24253767646021313) | > loss_0: 2.333116292953491 (2.3945476743910046) | > loss_gen: 2.442124843597412 (2.5863307846917047) | > loss_kl: 2.4854955673217773 (3.1036149660746255) | > loss_feat: 8.586908340454102 (7.065442111757067) | > loss_mel: 17.801807403564453 (17.5948674943712) | > loss_duration: 2.2425312995910645 (2.3659128612942166) | > loss_1: 33.558868408203125 (32.71616829766167)  --> STEP: 19 | > loss_disc: 2.482294797897339 (2.399165944049233) | > loss_disc_real_0: 0.10986732691526413 (0.18719892909652308) | > loss_disc_real_1: 0.19627074897289276 (0.2072204523964932) | > loss_disc_real_2: 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loss_disc_real_5: 0.1687515825033188 (0.23812998980283737) | > loss_0: 2.252530813217163 (2.391834187507629) | > loss_gen: 2.611212730407715 (2.577232778072357) | > loss_kl: 2.7087314128875732 (3.033641588687897) | > loss_feat: 7.922036647796631 (7.0939795017242435) | > loss_mel: 18.414199829101562 (17.613644218444826) | > loss_duration: 2.339200019836426 (2.364315950870514) | > loss_1: 33.99538040161133 (32.6828140258789)  --> STEP: 21 | > loss_disc: 2.4827497005462646 (2.3961634976523265) | > loss_disc_real_0: 0.14488831162452698 (0.18680980233919053) | > loss_disc_real_1: 0.261513888835907 (0.20970397478058225) | > loss_disc_real_2: 0.27022162079811096 (0.22637081075282323) | > loss_disc_real_3: 0.252888560295105 (0.2578551194497517) | > loss_disc_real_4: 0.2688816785812378 (0.24138009548187256) | > loss_disc_real_5: 0.281330943107605 (0.24018717805544534) | > loss_0: 2.4827497005462646 (2.3961634976523265) | > loss_gen: 2.5847883224487305 (2.5775925658998036) | > loss_kl: 3.6554722785949707 (3.063252573921567) | > loss_feat: 4.589986801147461 (6.97474175407773) | > loss_mel: 15.044755935668945 (17.491316204979306) | > loss_duration: 2.1482062339782715 (2.3540250119708834) | > loss_1: 28.023210525512695 (32.460928144909076)  --> STEP: 22 | > loss_disc: 2.3237972259521484 (2.392874121665955) | > loss_disc_real_0: 0.19682614505290985 (0.1872650906443596) | > loss_disc_real_1: 0.24109549820423126 (0.21113086220892993) | > loss_disc_real_2: 0.21849636733531952 (0.22601288150657306) | > loss_disc_real_3: 0.2274142950773239 (0.25647144561464136) | > loss_disc_real_4: 0.2579757571220398 (0.2421344437382438) | > loss_disc_real_5: 0.27550384402275085 (0.24179248105395923) | > loss_0: 2.3237972259521484 (2.392874121665955) | > loss_gen: 2.843937635421753 (2.589699159968983) | > loss_kl: 2.499737024307251 (3.03763823075728) | > loss_feat: 6.506242275238037 (6.95344632322138) | > loss_mel: 17.56121253967285 (17.49449331110174) | > loss_duration: 2.215362548828125 (2.3477221727371216) | > loss_1: 31.62649154663086 (32.4229992086237)  --> STEP: 23 | > loss_disc: 2.1206343173980713 (2.3810376084369165) | > loss_disc_real_0: 0.1358882486820221 (0.18503131490686667) | > loss_disc_real_1: 0.20887506008148193 (0.21103278385556262) | > loss_disc_real_2: 0.18305018544197083 (0.22414493819941644) | > loss_disc_real_3: 0.18569369614124298 (0.25339415215927624) | > loss_disc_real_4: 0.22081321477890015 (0.24120743378348972) | > loss_disc_real_5: 0.19132807850837708 (0.23959837659545566) | > loss_0: 2.1206343173980713 (2.3810376084369165) | > loss_gen: 2.609138250350952 (2.5905443378116773) | > loss_kl: 2.39536714553833 (3.0097134009651514) | > loss_feat: 5.894378662109375 (6.907399903173032) | > loss_mel: 16.715959548950195 (17.46064401709515) | > loss_duration: 2.2862253189086914 (2.3450483964837114) | > loss_1: 29.90106964111328 (32.313350096992814)  --> STEP: 24 | > loss_disc: 2.434175491333008 (2.38325168689092) | > loss_disc_real_0: 0.18650010228157043 (0.18509251438081264) | > loss_disc_real_1: 0.17501932382583618 (0.2095322230209907) | > loss_disc_real_2: 0.21885672211647034 (0.22392459586262703) | > loss_disc_real_3: 0.22952616214752197 (0.25239965257545316) | > loss_disc_real_4: 0.21831940114498138 (0.2402537657568852) | > loss_disc_real_5: 0.2563778758049011 (0.24029752239584923) | > loss_0: 2.434175491333008 (2.38325168689092) | > loss_gen: 2.601320505142212 (2.590993344783783) | > loss_kl: 2.208594560623169 (2.9763334492842355) | > loss_feat: 6.722019195556641 (6.899675707022349) | > loss_mel: 16.8189697265625 (17.433907588322956) | > loss_duration: 2.3692736625671387 (2.346057782570521) | > loss_1: 30.720178604125977 (32.246967951456696)  --> STEP: 25 | > loss_disc: 2.4324779510498047 (2.3852207374572756) | > loss_disc_real_0: 0.12319736182689667 (0.182616708278656) | > loss_disc_real_1: 0.18327784538269043 (0.20848204791545868) | > loss_disc_real_2: 0.22206510603427887 (0.2238502162694931) | > loss_disc_real_3: 0.25264522433280945 (0.25240947544574743) | > loss_disc_real_4: 0.23187030851840973 (0.23991842746734618) | > loss_disc_real_5: 0.2478087842464447 (0.24059797286987306) | > loss_0: 2.4324779510498047 (2.3852207374572756) | > loss_gen: 2.553537607192993 (2.5894951152801515) | > loss_kl: 2.6135809421539307 (2.9618233489990233) | > loss_feat: 7.089341163635254 (6.907262325286865) | > loss_mel: 16.784055709838867 (17.407913513183594) | > loss_duration: 2.439570903778076 (2.349798307418823) | > loss_1: 31.480085372924805 (32.216292648315424)  --> STEP: 26 | > loss_disc: 2.5489721298217773 (2.3915188679328336) | > loss_disc_real_0: 0.10905861109495163 (0.17978755069466737) | > loss_disc_real_1: 0.2008124738931656 (0.20818706429921663) | > loss_disc_real_2: 0.1646028459072113 (0.22157147125555918) | > loss_disc_real_3: 0.2442045360803604 (0.252093900854771) | > loss_disc_real_4: 0.35765382647514343 (0.24444671204456916) | > loss_disc_real_5: 0.3644642233848572 (0.24536205942814165) | > loss_0: 2.5489721298217773 (2.3915188679328336) | > loss_gen: 2.5029425621032715 (2.5861661709271946) | > loss_kl: 2.507922410964966 (2.944365620613098) | > loss_feat: 12.585247993469238 (7.125646389447725) | > loss_mel: 19.98518180847168 (17.50703921684852) | > loss_duration: 2.2982118129730225 (2.3478142114786) | > loss_1: 39.8795051574707 (32.51103159097524) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024658074745765087 (-9.141518519475023e-05) | > avg_loss_disc: 2.3915188679328336 (+0.046472012996673584) | > avg_loss_disc_real_0: 0.17978755069466737 (+0.06295783617175542) | > avg_loss_disc_real_1: 0.20818706429921663 (+0.011097213396659256) | > avg_loss_disc_real_2: 0.22157147125555918 (+0.027856598106714398) | > avg_loss_disc_real_3: 0.252093900854771 (+0.06049597091399711) | > avg_loss_disc_real_4: 0.24444671204456916 (+0.005987600065194637) | > avg_loss_disc_real_5: 0.24536205942814165 (+0.026137919380114616) | > avg_loss_0: 2.3915188679328336 (+0.046472012996673584) | > avg_loss_gen: 2.5861661709271946 (+0.2553564768571128) | > avg_loss_kl: 2.944365620613098 (-0.06481891412001373) | > avg_loss_feat: 7.125646389447725 (-0.34627820895268435) | > avg_loss_mel: 17.50703921684852 (-0.08195726688091654) | > avg_loss_duration: 2.3478142114786 (+0.0027578518940849506) | > avg_loss_1: 32.51103159097524 (-0.23493972191444357)  > EPOCH: 740/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:56:11)   --> TIME: 2024-06-11 23:56:21 -- STEP: 24/330 -- GLOBAL_STEP: 332225 | > loss_disc: 2.3405940532684326 (2.2849682370821642) | > loss_disc_real_0: 0.12704747915267944 (0.10226456386347611) | > loss_disc_real_1: 0.17432792484760284 (0.1921101218710343) | > loss_disc_real_2: 0.1771852821111679 (0.20150170475244522) | > loss_disc_real_3: 0.24983854591846466 (0.21978547237813473) | > loss_disc_real_4: 0.22397160530090332 (0.22544649305442968) | > loss_disc_real_5: 0.21199683845043182 (0.21882839997609457) | > loss_0: 2.3405940532684326 (2.2849682370821642) | > grad_norm_0: tensor(6.4790, device='cuda:0') (tensor(7.9630, device='cuda:0')) | > loss_gen: 2.5416412353515625 (2.5230802496274314) | > loss_kl: 1.9596272706985474 (1.9455419778823853) | > loss_feat: 7.949333190917969 (7.138243357340495) | > loss_mel: 17.3551082611084 (17.469629446665447) | > loss_duration: 1.936537742614746 (2.0384996086359024) | > loss_1: 31.74224853515625 (31.114994923273724) | > grad_norm_1: tensor(89.4707, device='cuda:0') (tensor(68.5844, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.3665 (0.35862355430920917) | > loader_time: 0.0037 (0.0032510260740915933)  --> TIME: 2024-06-11 23:56:30 -- STEP: 49/330 -- GLOBAL_STEP: 332250 | > loss_disc: 2.32240629196167 (2.3342159378285317) | > loss_disc_real_0: 0.0993063673377037 (0.10717172981524954) | > loss_disc_real_1: 0.1948287934064865 (0.19551442198607386) | > loss_disc_real_2: 0.21861518919467926 (0.2088812623096972) | > loss_disc_real_3: 0.21402548253536224 (0.22526032219127734) | > loss_disc_real_4: 0.20838403701782227 (0.23070893786391433) | > loss_disc_real_5: 0.19763197004795074 (0.22157531307668102) | > loss_0: 2.32240629196167 (2.3342159378285317) | > grad_norm_0: tensor(5.4741, device='cuda:0') (tensor(8.1680, device='cuda:0')) | > loss_gen: 2.42877459526062 (2.494139398847307) | > loss_kl: 1.740190863609314 (1.9644949971413126) | > loss_feat: 6.613876819610596 (7.037929311090586) | > loss_mel: 16.987197875976562 (17.462564935489578) | > loss_duration: 1.922744631767273 (2.0042742028528338) | > loss_1: 29.692785263061523 (30.963402962198064) | > grad_norm_1: tensor(66.7769, device='cuda:0') (tensor(79.4546, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.3719 (0.36381753123536403) | > loader_time: 0.0031 (0.0032717403100461376)  --> TIME: 2024-06-11 23:56:40 -- STEP: 74/330 -- GLOBAL_STEP: 332275 | > loss_disc: 2.3307931423187256 (2.3332670121579557) | > loss_disc_real_0: 0.10374598205089569 (0.10770985363303004) | > loss_disc_real_1: 0.18471987545490265 (0.19454501549134384) | > loss_disc_real_2: 0.20735245943069458 (0.20720495102373332) | > loss_disc_real_3: 0.21373505890369415 (0.22619539720786586) | > loss_disc_real_4: 0.2192021757364273 (0.22915460531776016) | > loss_disc_real_5: 0.2114505022764206 (0.22278337784715602) | > loss_0: 2.3307931423187256 (2.3332670121579557) | > grad_norm_0: tensor(5.1187, device='cuda:0') (tensor(8.6911, device='cuda:0')) | > loss_gen: 2.625408172607422 (2.4940678300084294) | > loss_kl: 2.086412191390991 (1.9805982870024603) | > loss_feat: 7.348216533660889 (7.077863390381272) | > loss_mel: 17.88456153869629 (17.41119516218031) | > loss_duration: 1.912345290184021 (1.9916176957053116) | > loss_1: 31.856945037841797 (30.955342421660553) | > grad_norm_1: tensor(110.1785, device='cuda:0') (tensor(88.8683, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.3664 (0.36523101136491104) | > loader_time: 0.0041 (0.003396543296607765)  --> TIME: 2024-06-11 23:56:49 -- STEP: 99/330 -- GLOBAL_STEP: 332300 | > loss_disc: 2.360835552215576 (2.333451923697887) | > loss_disc_real_0: 0.11377334594726562 (0.10947520857808565) | > loss_disc_real_1: 0.22693313658237457 (0.19516372153855333) | > loss_disc_real_2: 0.1946440190076828 (0.20862388294754605) | > loss_disc_real_3: 0.24192000925540924 (0.22647400772330736) | > loss_disc_real_4: 0.2490977644920349 (0.22787088501935054) | > loss_disc_real_5: 0.216146320104599 (0.22180489849562596) | > loss_0: 2.360835552215576 (2.333451923697887) | > grad_norm_0: tensor(9.1280, device='cuda:0') (tensor(8.9051, device='cuda:0')) | > loss_gen: 2.625683069229126 (2.505318778933901) | > loss_kl: 2.0695114135742188 (1.9816361292444094) | > loss_feat: 7.243401527404785 (7.083800561500318) | > loss_mel: 17.538352966308594 (17.398193706165667) | > loss_duration: 2.015244483947754 (1.9917958035613557) | > loss_1: 31.492191314697266 (30.960745050449564) | > grad_norm_1: tensor(79.0198, device='cuda:0') (tensor(90.5824, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.3659 (0.36661525206132367) | > loader_time: 0.0041 (0.0035539227302628334)  --> TIME: 2024-06-11 23:56:59 -- STEP: 124/330 -- GLOBAL_STEP: 332325 | > loss_disc: 2.3708667755126953 (2.3369032106091905) | > loss_disc_real_0: 0.09891130030155182 (0.11189518838880523) | > loss_disc_real_1: 0.1686948984861374 (0.19464179849432361) | > loss_disc_real_2: 0.17394627630710602 (0.20848405048731836) | > loss_disc_real_3: 0.22354185581207275 (0.22705982445228484) | > loss_disc_real_4: 0.21820133924484253 (0.22970447316765785) | > loss_disc_real_5: 0.19977042078971863 (0.22167171393671342) | > loss_0: 2.3708667755126953 (2.3369032106091905) | > grad_norm_0: tensor(5.8449, device='cuda:0') (tensor(8.8075, device='cuda:0')) | > loss_gen: 2.372168779373169 (2.495884418487549) | > loss_kl: 2.0635457038879395 (1.992347668255529) | > loss_feat: 7.147336006164551 (7.0328545032009) | > loss_mel: 17.703290939331055 (17.368479190334195) | > loss_duration: 2.0229504108428955 (1.9956663577787341) | > loss_1: 31.309293746948242 (30.885232171704693) | > grad_norm_1: tensor(97.3759, device='cuda:0') (tensor(90.2939, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.3759 (0.3713063828406795) | > loader_time: 0.0046 (0.0037452943863407256)  --> TIME: 2024-06-11 23:57:09 -- STEP: 149/330 -- GLOBAL_STEP: 332350 | > loss_disc: 2.3750295639038086 (2.349879468047379) | > loss_disc_real_0: 0.11111154407262802 (0.113404234033703) | > loss_disc_real_1: 0.2065955400466919 (0.1949900620735731) | > loss_disc_real_2: 0.22253288328647614 (0.20961483362937133) | > loss_disc_real_3: 0.1982816606760025 (0.22776455237161394) | > loss_disc_real_4: 0.24085953831672668 (0.23012307396271084) | > loss_disc_real_5: 0.23840497434139252 (0.22260457237294856) | > loss_0: 2.3750295639038086 (2.349879468047379) | > grad_norm_0: tensor(21.1585, device='cuda:0') (tensor(9.4718, device='cuda:0')) | > loss_gen: 2.429347038269043 (2.490056037902832) | > loss_kl: 1.990364670753479 (1.9976010010546486) | > loss_feat: 6.541026592254639 (7.034532482992082) | > loss_mel: 17.294710159301758 (17.376456561504593) | > loss_duration: 2.02170467376709 (1.999572124257184) | > loss_1: 30.27715301513672 (30.898218282917203) | > grad_norm_1: tensor(113.7718, device='cuda:0') (tensor(104.0556, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.4248 (0.3764507690532096) | > loader_time: 0.0055 (0.00390786932618826)  --> TIME: 2024-06-11 23:57:19 -- STEP: 174/330 -- GLOBAL_STEP: 332375 | > loss_disc: 2.443014621734619 (2.354638507996482) | > loss_disc_real_0: 0.14154982566833496 (0.11473910090909607) | > loss_disc_real_1: 0.17811903357505798 (0.19597834982406126) | > loss_disc_real_2: 0.2090783417224884 (0.20957077166129803) | > loss_disc_real_3: 0.2676853835582733 (0.22819892616792656) | > loss_disc_real_4: 0.24871866405010223 (0.2308828380258604) | > loss_disc_real_5: 0.2129628211259842 (0.22326409979455772) | > loss_0: 2.443014621734619 (2.354638507996482) | > grad_norm_0: tensor(7.3590, device='cuda:0') (tensor(9.6546, device='cuda:0')) | > loss_gen: 2.568864583969116 (2.4855603157788857) | > loss_kl: 1.9736882448196411 (2.0040930502716146) | > loss_feat: 6.973466873168945 (7.020400589910047) | > loss_mel: 17.20629119873047 (17.33361820790959) | > loss_duration: 2.093106269836426 (2.0058673633926207) | > loss_1: 30.815418243408203 (30.849539548501202) | > grad_norm_1: tensor(75.5049, device='cuda:0') (tensor(107.6113, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.3934 (0.37870771446447277) | > loader_time: 0.0046 (0.004011489879125832)  --> TIME: 2024-06-11 23:57:30 -- STEP: 199/330 -- GLOBAL_STEP: 332400 | > loss_disc: 2.324445962905884 (2.3575894784687748) | > loss_disc_real_0: 0.1364648938179016 (0.1158327380541581) | > loss_disc_real_1: 0.19776466488838196 (0.19553328646187798) | > loss_disc_real_2: 0.2270369529724121 (0.2098649299923499) | > loss_disc_real_3: 0.217415913939476 (0.22855992809911468) | > loss_disc_real_4: 0.22674261033535004 (0.23144317077631926) | > loss_disc_real_5: 0.22455644607543945 (0.2232745896332228) | > loss_0: 2.324445962905884 (2.3575894784687748) | > grad_norm_0: tensor(19.6148, device='cuda:0') (tensor(10.0516, device='cuda:0')) | > loss_gen: 2.4345858097076416 (2.480129090984862) | > loss_kl: 1.9524849653244019 (2.009691348626984) | > loss_feat: 6.269723415374756 (7.012719801322898) | > loss_mel: 17.318389892578125 (17.307515106009472) | > loss_duration: 2.1301984786987305 (2.0138617646155037) | > loss_1: 30.10538101196289 (30.823917101376022) | > grad_norm_1: tensor(180.6827, device='cuda:0') (tensor(114.2356, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.391 (0.38213841519763136) | > loader_time: 0.0049 (0.004094281987329219)  --> TIME: 2024-06-11 23:57:40 -- STEP: 224/330 -- GLOBAL_STEP: 332425 | > loss_disc: 2.3166332244873047 (2.3587153788123802) | > loss_disc_real_0: 0.14492829144001007 (0.11680988245643675) | > loss_disc_real_1: 0.18343797326087952 (0.1957334911317697) | > loss_disc_real_2: 0.1471562385559082 (0.20971129043027759) | > loss_disc_real_3: 0.20862336456775665 (0.22865865818623984) | > loss_disc_real_4: 0.2374330759048462 (0.23126953866864955) | > loss_disc_real_5: 0.21435298025608063 (0.2234066432075841) | > loss_0: 2.3166332244873047 (2.3587153788123802) | > grad_norm_0: tensor(42.0707, device='cuda:0') (tensor(12.2140, device='cuda:0')) | > loss_gen: 2.6622865200042725 (2.4814478084445) | > loss_kl: 1.9852591753005981 (2.0137342326343046) | > loss_feat: 7.597320079803467 (7.029628557818277) | > loss_mel: 17.728445053100586 (17.278295504195345) | > loss_duration: 2.1308653354644775 (2.0215641957308557) | > loss_1: 32.10417556762695 (30.82467029775892) | > grad_norm_1: tensor(450.6544, device='cuda:0') (tensor(136.9219, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.4281 (0.3862037594829288) | > loader_time: 0.0055 (0.0042171616639409696)  --> TIME: 2024-06-11 23:57:51 -- STEP: 249/330 -- GLOBAL_STEP: 332450 | > loss_disc: 2.4477312564849854 (2.3578496075059507) | > loss_disc_real_0: 0.18601785600185394 (0.11746224533601937) | > loss_disc_real_1: 0.16342397034168243 (0.19545131042061076) | > loss_disc_real_2: 0.2069251537322998 (0.20997811231507835) | > loss_disc_real_3: 0.21183645725250244 (0.2286340221463437) | > loss_disc_real_4: 0.20873388648033142 (0.230972624267919) | > loss_disc_real_5: 0.20786121487617493 (0.2223037454378174) | > loss_0: 2.4477312564849854 (2.3578496075059507) | > grad_norm_0: tensor(42.1684, device='cuda:0') (tensor(14.4189, device='cuda:0')) | > loss_gen: 2.654946804046631 (2.489112638565431) | > loss_kl: 1.9316575527191162 (2.020089074789759) | > loss_feat: 6.582053184509277 (7.0235820697493345) | > loss_mel: 16.990238189697266 (17.23328202795312) | > loss_duration: 2.1106491088867188 (2.0305674377694163) | > loss_1: 30.26954460144043 (30.796633226325714) | > grad_norm_1: tensor(499.0432, device='cuda:0') (tensor(165.5685, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.427 (0.38982441243397675) | > loader_time: 0.0065 (0.004372906972126785)  --> TIME: 2024-06-11 23:58:02 -- STEP: 274/330 -- GLOBAL_STEP: 332475 | > loss_disc: 2.4228110313415527 (2.3572332302149186) | > loss_disc_real_0: 0.25942307710647583 (0.11876972449304414) | > loss_disc_real_1: 0.2174932360649109 (0.19584796441732527) | > loss_disc_real_2: 0.26984044909477234 (0.21025115311363318) | > loss_disc_real_3: 0.23261268436908722 (0.2287784473848169) | > loss_disc_real_4: 0.21148721873760223 (0.23062507313315886) | > loss_disc_real_5: 0.2072145938873291 (0.2214219813799336) | > loss_0: 2.4228110313415527 (2.3572332302149186) | > grad_norm_0: tensor(65.6699, device='cuda:0') (tensor(17.3224, device='cuda:0')) | > loss_gen: 2.657068967819214 (2.494518084247617) | > loss_kl: 2.079831123352051 (2.0226908530632057) | > loss_feat: 7.37276029586792 (7.047648950214803) | > loss_mel: 16.021194458007812 (17.19750616672265) | > loss_duration: 2.122690200805664 (2.039386060551133) | > loss_1: 30.253543853759766 (30.801750078688574) | > grad_norm_1: tensor(823.8820, device='cuda:0') (tensor(195.1598, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.4498 (0.39373372941121576) | > loader_time: 0.0063 (0.004513568251672448)  --> TIME: 2024-06-11 23:58:14 -- STEP: 299/330 -- GLOBAL_STEP: 332500 | > loss_disc: 2.4044532775878906 (2.360011178912924) | > loss_disc_real_0: 0.1429208666086197 (0.11945984407910536) | > loss_disc_real_1: 0.17394204437732697 (0.19648947245301207) | > loss_disc_real_2: 0.19393612444400787 (0.21008536902359098) | > loss_disc_real_3: 0.24892255663871765 (0.2291355868645735) | > loss_disc_real_4: 0.2512531578540802 (0.23114040513899814) | > loss_disc_real_5: 0.21861737966537476 (0.221910313668857) | > loss_0: 2.4044532775878906 (2.360011178912924) | > grad_norm_0: tensor(47.5086, device='cuda:0') (tensor(19.8106, device='cuda:0')) | > loss_gen: 2.505094289779663 (2.4939102121818824) | > loss_kl: 2.0745646953582764 (2.024508053642451) | > loss_feat: 6.730517387390137 (7.042323184252583) | > loss_mel: 16.946115493774414 (17.140424958040892) | > loss_duration: 2.199655055999756 (2.0499083920067354) | > loss_1: 30.455947875976562 (30.751074762248674) | > grad_norm_1: tensor(392.5943, device='cuda:0') (tensor(223.8731, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.4774 (0.3990978492940949) | > loader_time: 0.0073 (0.004679785923016906) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_332500.pth  --> TIME: 2024-06-11 23:58:33 -- STEP: 324/330 -- GLOBAL_STEP: 332525 | > loss_disc: 2.448301076889038 (2.363554082534931) | > loss_disc_real_0: 0.13873574137687683 (0.12063438259065151) | > loss_disc_real_1: 0.21730583906173706 (0.1967358589632275) | > loss_disc_real_2: 0.2155064344406128 (0.21022279303015015) | > loss_disc_real_3: 0.19609110057353973 (0.2292152410947982) | > loss_disc_real_4: 0.21808511018753052 (0.23117142446615077) | > loss_disc_real_5: 0.19268010556697845 (0.22197951385636383) | > loss_0: 2.448301076889038 (2.363554082534931) | > grad_norm_0: tensor(22.0482, device='cuda:0') (tensor(21.0462, device='cuda:0')) | > loss_gen: 2.348609209060669 (2.49002370790199) | > loss_kl: 2.0768604278564453 (2.030839558368846) | > loss_feat: 7.8381242752075195 (7.077976945005817) | > loss_mel: 15.97567367553711 (17.10558253158759) | > loss_duration: 2.2659549713134766 (2.0644279611699354) | > loss_1: 30.505224227905273 (30.76885069741143) | > grad_norm_1: tensor(381.8794, device='cuda:0') (tensor(240.9252, device='cuda:0')) | > current_lr_0: 0.00018232878801368487 | > current_lr_1: 0.00018232878801368487 | > step_time: 0.5905 (0.41092255601176525) | > loader_time: 0.0101 (0.004992193645901149)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5450103282928467 (2.5450103282928467) | > loss_disc_real_0: 0.18081426620483398 (0.18081426620483398) | > loss_disc_real_1: 0.3094758093357086 (0.3094758093357086) | > loss_disc_real_2: 0.3296619653701782 (0.3296619653701782) | > loss_disc_real_3: 0.27505651116371155 (0.27505651116371155) | > loss_disc_real_4: 0.2839851379394531 (0.2839851379394531) | > loss_disc_real_5: 0.2288181185722351 (0.2288181185722351) | > loss_0: 2.5450103282928467 (2.5450103282928467) | > loss_gen: 2.687030553817749 (2.687030553817749) | > loss_kl: 2.207453966140747 (2.207453966140747) | > loss_feat: 5.967170715332031 (5.967170715332031) | > loss_mel: 14.50461483001709 (14.50461483001709) | > loss_duration: 2.953233003616333 (2.953233003616333) | > loss_1: 28.319503784179688 (28.319503784179688)  --> STEP: 1 | > loss_disc: 2.472050905227661 (2.472050905227661) | > loss_disc_real_0: 0.1393587291240692 (0.1393587291240692) | > loss_disc_real_1: 0.24893353879451752 (0.24893353879451752) | > loss_disc_real_2: 0.2238796353340149 (0.2238796353340149) | > loss_disc_real_3: 0.2048458307981491 (0.2048458307981491) | > loss_disc_real_4: 0.23495331406593323 (0.23495331406593323) | > loss_disc_real_5: 0.19850721955299377 (0.19850721955299377) | > loss_0: 2.472050905227661 (2.472050905227661) | > loss_gen: 2.3536431789398193 (2.3536431789398193) | > loss_kl: 2.3604514598846436 (2.3604514598846436) | > loss_feat: 7.563396453857422 (7.563396453857422) | > loss_mel: 17.330053329467773 (17.330053329467773) | > loss_duration: 2.398252010345459 (2.398252010345459) | > loss_1: 32.00579833984375 (32.00579833984375)  --> STEP: 2 | > loss_disc: 2.3420443534851074 (2.4070476293563843) | > loss_disc_real_0: 0.09509629756212234 (0.11722751334309578) | > loss_disc_real_1: 0.29194581508636475 (0.27043967694044113) | > loss_disc_real_2: 0.226021870970726 (0.22495075315237045) | > loss_disc_real_3: 0.3006053566932678 (0.25272559374570847) | > loss_disc_real_4: 0.2828172445297241 (0.2588852792978287) | > loss_disc_real_5: 0.3224247097969055 (0.26046596467494965) | > loss_0: 2.3420443534851074 (2.4070476293563843) | > loss_gen: 2.767320394515991 (2.5604817867279053) | > loss_kl: 3.1630489826202393 (2.7617502212524414) | > loss_feat: 6.314904689788818 (6.93915057182312) | > loss_mel: 19.31748390197754 (18.323768615722656) | > loss_duration: 2.4962892532348633 (2.447270631790161) | > loss_1: 34.05904769897461 (33.03242301940918)  --> STEP: 3 | > loss_disc: 2.3478341102600098 (2.3873097896575928) | > loss_disc_real_0: 0.13525985181331635 (0.1232382928331693) | > loss_disc_real_1: 0.16310624778270721 (0.2346618672211965) | > loss_disc_real_2: 0.2097465544939041 (0.21988268693288168) | > loss_disc_real_3: 0.20795130729675293 (0.2378008315960566) | > loss_disc_real_4: 0.25614669919013977 (0.2579724192619324) | > loss_disc_real_5: 0.20553086698055267 (0.24215426544348398) | > loss_0: 2.3478341102600098 (2.3873097896575928) | > loss_gen: 2.2567555904388428 (2.4592397212982178) | > loss_kl: 3.334533452987671 (2.9526779651641846) | > loss_feat: 6.690868377685547 (6.856389840443929) | > loss_mel: 16.146739959716797 (17.598092397054035) | > loss_duration: 2.310077667236328 (2.4015396436055503) | > loss_1: 30.738975524902344 (32.267940521240234)  --> STEP: 4 | > loss_disc: 2.413085699081421 (2.39375376701355) | > loss_disc_real_0: 0.16742047667503357 (0.13428383879363537) | > loss_disc_real_1: 0.2758618891239166 (0.24496187269687653) | > loss_disc_real_2: 0.26757562160491943 (0.2318059206008911) | > loss_disc_real_3: 0.23098893463611603 (0.23609785735607147) | > loss_disc_real_4: 0.21998131275177002 (0.24847464263439178) | > loss_disc_real_5: 0.17692768573760986 (0.22584762051701546) | > loss_0: 2.413085699081421 (2.39375376701355) | > loss_gen: 2.368257761001587 (2.43649423122406) | > loss_kl: 3.0643951892852783 (2.980607271194458) | > loss_feat: 6.374426364898682 (6.735898971557617) | > loss_mel: 17.301681518554688 (17.5239896774292) | > loss_duration: 2.3668646812438965 (2.3928709030151367) | > loss_1: 31.47562599182129 (32.0698618888855)  --> STEP: 5 | > loss_disc: 2.1140003204345703 (2.337803077697754) | > loss_disc_real_0: 0.12417077273130417 (0.13226122558116912) | > loss_disc_real_1: 0.1679401695728302 (0.22955753207206725) | > loss_disc_real_2: 0.2099052518606186 (0.2274257868528366) | > loss_disc_real_3: 0.23349113762378693 (0.23557651340961455) | > loss_disc_real_4: 0.2955165207386017 (0.25788301825523374) | > loss_disc_real_5: 0.11740521341562271 (0.2041591390967369) | > loss_0: 2.1140003204345703 (2.337803077697754) | > loss_gen: 2.730072259902954 (2.495209836959839) | > loss_kl: 3.3908369541168213 (3.0626532077789306) | > loss_feat: 6.6215314865112305 (6.71302547454834) | > loss_mel: 19.199724197387695 (17.8591365814209) | > loss_duration: 2.373251438140869 (2.388947010040283) | > loss_1: 34.3154182434082 (32.518973159790036)  --> STEP: 6 | > loss_disc: 2.596332550048828 (2.3808913230895996) | > loss_disc_real_0: 0.12650343775749207 (0.13130159427722296) | > loss_disc_real_1: 0.40926608443260193 (0.2595089574654897) | > loss_disc_real_2: 0.28878483176231384 (0.23765229433774948) | > loss_disc_real_3: 0.2915809154510498 (0.24491058041652045) | > loss_disc_real_4: 0.24664899706840515 (0.25601068139076233) | > loss_disc_real_5: 0.2068144828081131 (0.20460169638196626) | > loss_0: 2.596332550048828 (2.3808913230895996) | > loss_gen: 2.6305689811706543 (2.517769694328308) | > loss_kl: 2.679091215133667 (2.99872620900472) | > loss_feat: 6.189429759979248 (6.625759522120158) | > loss_mel: 17.7955265045166 (17.848534901936848) | > loss_duration: 2.227299213409424 (2.3620057106018066) | > loss_1: 31.521915435791016 (32.35279687245687)  --> STEP: 7 | > loss_disc: 2.494936466217041 (2.3971834863935197) | > loss_disc_real_0: 0.23423722386360168 (0.1460066842181342) | > loss_disc_real_1: 0.2381696105003357 (0.25646047932761057) | > loss_disc_real_2: 0.22308361530303955 (0.23557105447564805) | > loss_disc_real_3: 0.2435181438922882 (0.24471166091305868) | > loss_disc_real_4: 0.2787064015865326 (0.25925292713301523) | > loss_disc_real_5: 0.2044294774532318 (0.20457709367786134) | > loss_0: 2.494936466217041 (2.3971834863935197) | > loss_gen: 2.513394594192505 (2.5171446800231934) | > loss_kl: 4.599877834320068 (3.2274621554783414) | > loss_feat: 6.222125053405762 (6.5680974551609586) | > loss_mel: 17.80909538269043 (17.842900684901647) | > loss_duration: 2.5312533378601074 (2.386183943067278) | > loss_1: 33.67574691772461 (32.54178973606655)  --> STEP: 8 | > loss_disc: 2.4261038303375244 (2.4007985293865204) | > loss_disc_real_0: 0.16860468685626984 (0.14883143454790115) | > loss_disc_real_1: 0.19437338411808014 (0.24869959242641926) | > loss_disc_real_2: 0.2513965368270874 (0.23754923976957798) | > loss_disc_real_3: 0.14501801133155823 (0.23224995471537113) | > loss_disc_real_4: 0.1997722089290619 (0.25181783735752106) | > loss_disc_real_5: 0.1120719164609909 (0.19301394652575254) | > loss_0: 2.4261038303375244 (2.4007985293865204) | > loss_gen: 2.191783905029297 (2.4764745831489563) | > loss_kl: 3.30731201171875 (3.2374433875083923) | > loss_feat: 9.064566612243652 (6.880156099796295) | > loss_mel: 17.94440269470215 (17.85558843612671) | > loss_duration: 2.283568859100342 (2.373357057571411) | > loss_1: 34.79163360595703 (32.823020219802856)  --> STEP: 9 | > loss_disc: 2.395111560821533 (2.400166643990411) | > loss_disc_real_0: 0.16037333011627197 (0.15011386738883126) | > loss_disc_real_1: 0.2606765329837799 (0.25003036359945935) | > loss_disc_real_2: 0.20495112240314484 (0.23392722672886318) | > loss_disc_real_3: 0.2374752014875412 (0.23283053769005668) | > loss_disc_real_4: 0.2255135327577591 (0.24889513684643638) | > loss_disc_real_5: 0.1755891591310501 (0.19107785903745228) | > loss_0: 2.395111560821533 (2.400166643990411) | > loss_gen: 2.326535224914551 (2.4598146544562445) | > loss_kl: 2.1068122386932373 (3.1118177043067083) | > loss_feat: 10.801176071166992 (7.31582498550415) | > loss_mel: 18.72503662109375 (17.952193790011936) | > loss_duration: 2.1557841300964355 (2.3491822878519693) | > loss_1: 36.1153450012207 (33.18883408440484)  --> STEP: 10 | > loss_disc: 2.133241653442383 (2.373474144935608) | > loss_disc_real_0: 0.1230548620223999 (0.1474079668521881) | > loss_disc_real_1: 0.21275068819522858 (0.24630239605903625) | > loss_disc_real_2: 0.32093319296836853 (0.24262782335281372) | > loss_disc_real_3: 0.2297522872686386 (0.23252271264791488) | > loss_disc_real_4: 0.20996573567390442 (0.2450021967291832) | > loss_disc_real_5: 0.17852559685707092 (0.18982263281941414) | > loss_0: 2.133241653442383 (2.373474144935608) | > loss_gen: 2.8698742389678955 (2.5008206129074098) | > loss_kl: 2.5629031658172607 (3.0569262504577637) | > loss_feat: 7.6947431564331055 (7.353716802597046) | > loss_mel: 17.359071731567383 (17.89288158416748) | > loss_duration: 2.370753288269043 (2.3513393878936766) | > loss_1: 32.85734558105469 (33.15568523406982)  --> STEP: 11 | > loss_disc: 2.411479949951172 (2.376929218118841) | > loss_disc_real_0: 0.1152907982468605 (0.1444882242517038) | > loss_disc_real_1: 0.3169451951980591 (0.25272446870803833) | > loss_disc_real_2: 0.2608146667480469 (0.24428117275238037) | > loss_disc_real_3: 0.22090363502502441 (0.23146643286401575) | > loss_disc_real_4: 0.21029064059257507 (0.24184660071676428) | > loss_disc_real_5: 0.1800759732723236 (0.18893657286058774) | > loss_0: 2.411479949951172 (2.376929218118841) | > loss_gen: 2.5171680450439453 (2.50230674310164) | > loss_kl: 3.644495964050293 (3.1103416789661753) | > loss_feat: 7.763574123382568 (7.390976559032094) | > loss_mel: 17.477401733398438 (17.855110688643023) | > loss_duration: 2.510955333709717 (2.3658499284224077) | > loss_1: 33.91359329223633 (33.224585966630414)  --> STEP: 12 | > loss_disc: 2.452953577041626 (2.3832645813624063) | > loss_disc_real_0: 0.09662895649671555 (0.14049995193878811) | > loss_disc_real_1: 0.30812403559684753 (0.25734109928210575) | > loss_disc_real_2: 0.25159454345703125 (0.2448906203111013) | > loss_disc_real_3: 0.23564457893371582 (0.23181461170315742) | > loss_disc_real_4: 0.27356672286987305 (0.24448994422952333) | > loss_disc_real_5: 0.17616261541843414 (0.18787207640707493) | > loss_0: 2.452953577041626 (2.3832645813624063) | > loss_gen: 2.39809250831604 (2.4936222235361734) | > loss_kl: 3.421367645263672 (3.136260509490967) | > loss_feat: 5.030229568481445 (7.194247643152873) | > loss_mel: 14.599884986877441 (17.583841880162556) | > loss_duration: 2.266993999481201 (2.3576119343439736) | > loss_1: 27.716569900512695 (32.76558462778727)  --> STEP: 13 | > loss_disc: 2.347024440765381 (2.3804768782395582) | > loss_disc_real_0: 0.0995420292019844 (0.13734934249749553) | > loss_disc_real_1: 0.2848106920719147 (0.25945414488132185) | > loss_disc_real_2: 0.2782641351222992 (0.2474578137581165) | > loss_disc_real_3: 0.22016750276088715 (0.23091868024605972) | > loss_disc_real_4: 0.21035635471343994 (0.24186428349751693) | > loss_disc_real_5: 0.15833573043346405 (0.18560004979372025) | > loss_0: 2.347024440765381 (2.3804768782395582) | > loss_gen: 2.3328607082366943 (2.4812559531285214) | > loss_kl: 3.185762405395508 (3.14006834763747) | > loss_feat: 7.406603813171387 (7.210582733154297) | > loss_mel: 15.758235931396484 (17.443410653334396) | > loss_duration: 2.3115103244781494 (2.3540656566619873) | > loss_1: 30.994972229003906 (32.629383674034706)  --> STEP: 14 | > loss_disc: 2.4549806118011475 (2.3857985734939575) | > loss_disc_real_0: 0.18289627134799957 (0.14060269455824584) | > loss_disc_real_1: 0.220247283577919 (0.2566536547882216) | > loss_disc_real_2: 0.22651199996471405 (0.2459616842014449) | > loss_disc_real_3: 0.24375800788402557 (0.231835775077343) | > loss_disc_real_4: 0.23365719616413116 (0.24127806297370366) | > loss_disc_real_5: 0.18200010061264038 (0.18534291056650026) | > loss_0: 2.4549806118011475 (2.3857985734939575) | > loss_gen: 2.3843884468078613 (2.4743368455341885) | > loss_kl: 3.8807287216186523 (3.1929726600646973) | > loss_feat: 6.81062126159668 (7.1820140566144675) | > loss_mel: 18.898090362548828 (17.547316346849716) | > loss_duration: 2.4285519123077393 (2.3593861034938266) | > loss_1: 34.40237808227539 (32.756026131766184)  --> STEP: 15 | > loss_disc: 2.333636522293091 (2.3823211034139) | > loss_disc_real_0: 0.14670774340629578 (0.1410096978147825) | > loss_disc_real_1: 0.32763350009918213 (0.26138564447561896) | > loss_disc_real_2: 0.2347167283296585 (0.24521202047665913) | > loss_disc_real_3: 0.27298083901405334 (0.23457877933979035) | > loss_disc_real_4: 0.24677379429340363 (0.24164444506168364) | > loss_disc_real_5: 0.22017228603363037 (0.1876648689309756) | > loss_0: 2.333636522293091 (2.3823211034139) | > loss_gen: 2.858644485473633 (2.4999573548634846) | > loss_kl: 3.814055919647217 (3.234378210703532) | > loss_feat: 8.601259231567383 (7.276630401611328) | > loss_mel: 17.832429885864258 (17.56632391611735) | > loss_duration: 2.3934578895568848 (2.3616575558980304) | > loss_1: 35.49985122680664 (32.93894780476888)  --> STEP: 16 | > loss_disc: 2.6056084632873535 (2.3962765634059906) | > loss_disc_real_0: 0.2474805861711502 (0.1476641283370555) | > loss_disc_real_1: 0.32138481736183167 (0.2651355927810073) | > loss_disc_real_2: 0.2023029774427414 (0.24253020528703928) | > loss_disc_real_3: 0.23813989758491516 (0.23480134923011065) | > loss_disc_real_4: 0.208976611495018 (0.23960270546376705) | > loss_disc_real_5: 0.17025142908096313 (0.18657652894034982) | > loss_0: 2.6056084632873535 (2.3962765634059906) | > loss_gen: 2.1894378662109375 (2.4805498868227005) | > loss_kl: 3.197096586227417 (3.2320481091737747) | > loss_feat: 5.625185966491699 (7.173415124416351) | > loss_mel: 13.988004684448242 (17.34267896413803) | > loss_duration: 2.33544921875 (2.3600195348262787) | > loss_1: 27.335174560546875 (32.588711977005005)  --> STEP: 17 | > loss_disc: 2.554481267929077 (2.405582722495584) | > loss_disc_real_0: 0.24555066227912903 (0.15342215974541276) | > loss_disc_real_1: 0.2714538276195526 (0.2655072536538629) | > loss_disc_real_2: 0.28129589557647705 (0.2448105400099474) | > loss_disc_real_3: 0.2987132668495178 (0.23856087379595814) | > loss_disc_real_4: 0.31211531162261963 (0.24386815288487604) | > loss_disc_real_5: 0.2570924162864685 (0.19072452231365092) | > loss_0: 2.554481267929077 (2.405582722495584) | > loss_gen: 2.6898465156555176 (2.4928614532246307) | > loss_kl: 2.222196578979492 (3.1726450779858757) | > loss_feat: 5.635080337524414 (7.082924842834473) | > loss_mel: 16.482290267944336 (17.292067864361933) | > loss_duration: 2.4777653217315674 (2.3669457575854134) | > loss_1: 29.507179260253906 (32.40744534660788)  --> STEP: 18 | > loss_disc: 2.3829002380371094 (2.4043225844701133) | > loss_disc_real_0: 0.14226201176643372 (0.1528021515243584) | > loss_disc_real_1: 0.3677399456501007 (0.27118684765365386) | > loss_disc_real_2: 0.25257259607315063 (0.245241765346792) | > loss_disc_real_3: 0.22396016120910645 (0.2377497230966886) | > loss_disc_real_4: 0.20513740181922913 (0.2417164444923401) | > loss_disc_real_5: 0.1508602499961853 (0.18850984051823616) | > loss_0: 2.3829002380371094 (2.4043225844701133) | > loss_gen: 2.6566073894500732 (2.5019584496816) | > loss_kl: 2.8528354167938232 (3.154877874586317) | > loss_feat: 10.065937995910645 (7.248647795783149) | > loss_mel: 17.823701858520508 (17.32160308625963) | > loss_duration: 2.269212245941162 (2.3615161180496216) | > loss_1: 35.66829299926758 (32.58860354953342)  --> STEP: 19 | > loss_disc: 2.662985324859619 (2.4179364129116663) | > loss_disc_real_0: 0.24017678201198578 (0.1574008162868651) | > loss_disc_real_1: 0.3343014419078827 (0.27450866840387644) | > loss_disc_real_2: 0.25067323446273804 (0.2455276321423681) | > loss_disc_real_3: 0.2838462293148041 (0.2401758550029052) | > loss_disc_real_4: 0.25149667263031006 (0.24223119334170692) | > loss_disc_real_5: 0.23976662755012512 (0.19120756615149348) | > loss_0: 2.662985324859619 (2.4179364129116663) | > loss_gen: 2.329653263092041 (2.4928897556505705) | > loss_kl: 2.277773857116699 (3.108714505245811) | > loss_feat: 4.231245994567871 (7.089837174666555) | > loss_mel: 15.036880493164062 (17.201354528728285) | > loss_duration: 2.3571977615356445 (2.3612888361278332) | > loss_1: 26.232749938964844 (32.254084938450866)  --> STEP: 20 | > loss_disc: 2.186797618865967 (2.4063794732093813) | > loss_disc_real_0: 0.07827284187078476 (0.15344441756606106) | > loss_disc_real_1: 0.1863245964050293 (0.2700994648039341) | > loss_disc_real_2: 0.21472473442554474 (0.24398748725652694) | > loss_disc_real_3: 0.21934044361114502 (0.23913408443331718) | > loss_disc_real_4: 0.29589927196502686 (0.24491459727287293) | > loss_disc_real_5: 0.23933687806129456 (0.19361403174698352) | > loss_0: 2.186797618865967 (2.4063794732093813) | > loss_gen: 2.6895592212677 (2.502723228931427) | > loss_kl: 2.0929393768310547 (3.057925748825073) | > loss_feat: 6.340423107147217 (7.052366471290588) | > loss_mel: 18.32596778869629 (17.257585191726683) | > loss_duration: 2.257155418395996 (2.3560821652412414) | > loss_1: 31.70604705810547 (32.22668304443359)  --> STEP: 21 | > loss_disc: 2.4912025928497314 (2.410418669382731) | > loss_disc_real_0: 0.13970541954040527 (0.15279017956483937) | > loss_disc_real_1: 0.3359219431877136 (0.273233868536495) | > loss_disc_real_2: 0.23649583756923676 (0.24363074203332266) | > loss_disc_real_3: 0.2156294882297516 (0.23801481794743312) | > loss_disc_real_4: 0.24842430651187897 (0.24508172628425418) | > loss_disc_real_5: 0.22063125669956207 (0.19490056626853489) | > loss_0: 2.4912025928497314 (2.410418669382731) | > loss_gen: 2.2070343494415283 (2.4886428060985746) | > loss_kl: 2.973187208175659 (3.05389058022272) | > loss_feat: 3.614513397216797 (6.888659182048979) | > loss_mel: 12.715503692626953 (17.04129559653146) | > loss_duration: 2.200824737548828 (2.3486889543987455) | > loss_1: 23.711063385009766 (31.821177346365793)  --> STEP: 22 | > loss_disc: 2.2755062580108643 (2.4042862870476465) | > loss_disc_real_0: 0.14404737949371338 (0.15239277956160635) | > loss_disc_real_1: 0.25545158982276917 (0.2724255831404166) | > loss_disc_real_2: 0.2603193521499634 (0.2443893152204427) | > loss_disc_real_3: 0.1862015575170517 (0.23565966974605213) | > loss_disc_real_4: 0.18507778644561768 (0.24235427447340704) | > loss_disc_real_5: 0.19872859120368958 (0.195074567401951) | > loss_0: 2.2755062580108643 (2.4042862870476465) | > loss_gen: 2.632767677307129 (2.495193936608054) | > loss_kl: 2.4695959091186523 (3.027331731536172) | > loss_feat: 7.190645217895508 (6.902385820042003) | > loss_mel: 18.44822120666504 (17.10524676062844) | > loss_duration: 2.2392802238464355 (2.3437158302827314) | > loss_1: 32.98051071166992 (31.87387431751598)  --> STEP: 23 | > loss_disc: 2.445267915725708 (2.406068096990171) | > loss_disc_real_0: 0.12591056525707245 (0.1512413789396701) | > loss_disc_real_1: 0.25514909625053406 (0.27167443153650866) | > loss_disc_real_2: 0.27660393714904785 (0.245789950956469) | > loss_disc_real_3: 0.2677696943283081 (0.23705575777136761) | > loss_disc_real_4: 0.30393078923225403 (0.24503151424553082) | > loss_disc_real_5: 0.2762147784233093 (0.1986024026637492) | > loss_0: 2.445267915725708 (2.406068096990171) | > loss_gen: 2.556070327758789 (2.4978407362233033) | > loss_kl: 2.878866195678711 (3.020876708238021) | > loss_feat: 4.994811058044434 (6.819447786911674) | > loss_mel: 17.482200622558594 (17.12163605897323) | > loss_duration: 2.2741408348083496 (2.3406908304794976) | > loss_1: 30.18608856201172 (31.80049232814623)  --> STEP: 24 | > loss_disc: 2.6798155307769775 (2.4174742400646214) | > loss_disc_real_0: 0.20947377383708954 (0.15366772872706258) | > loss_disc_real_1: 0.2419782429933548 (0.2704370903472106) | > loss_disc_real_2: 0.23301111161708832 (0.24525749931732813) | > loss_disc_real_3: 0.1921955794095993 (0.2351865836729606) | > loss_disc_real_4: 0.24192549288272858 (0.2449020966887474) | > loss_disc_real_5: 0.25772184133529663 (0.201065712608397) | > loss_0: 2.6798155307769775 (2.4174742400646214) | > loss_gen: 2.177584409713745 (2.484496722618738) | > loss_kl: 2.8678183555603027 (3.0144992768764496) | > loss_feat: 4.872361660003662 (6.738319198290507) | > loss_mel: 14.837663650512695 (17.02647054195404) | > loss_duration: 2.453550100326538 (2.3453933000564575) | > loss_1: 27.20897674560547 (31.6091791788737)  --> STEP: 25 | > loss_disc: 2.6158783435821533 (2.425410404205323) | > loss_disc_real_0: 0.16560596227645874 (0.15414525806903842) | > loss_disc_real_1: 0.17499099671840668 (0.26661924660205844) | > loss_disc_real_2: 0.2688581645488739 (0.24620152592658998) | > loss_disc_real_3: 0.3419770896434784 (0.2394582039117813) | > loss_disc_real_4: 0.2990020215511322 (0.2470660936832428) | > loss_disc_real_5: 0.2527391314506531 (0.20313264936208725) | > loss_0: 2.6158783435821533 (2.425410404205323) | > loss_gen: 2.3680055141448975 (2.4798370742797844) | > loss_kl: 3.268648624420166 (3.0246652507781984) | > loss_feat: 5.998865127563477 (6.708741035461426) | > loss_mel: 17.772953033447266 (17.05632984161377) | > loss_duration: 2.380847692489624 (2.346811475753784) | > loss_1: 31.78931999206543 (31.616384811401367)  --> STEP: 26 | > loss_disc: 2.7472636699676514 (2.4377893759654126) | > loss_disc_real_0: 0.07234641909599304 (0.15099914887776744) | > loss_disc_real_1: 0.40168681740760803 (0.27181415317150265) | > loss_disc_real_2: 0.2440754473209381 (0.24611975367252642) | > loss_disc_real_3: 0.27191293239593506 (0.2407064626996334) | > loss_disc_real_4: 0.3097613751888275 (0.24947745066422683) | > loss_disc_real_5: 0.20149800181388855 (0.20306977830254114) | > loss_0: 2.7472636699676514 (2.4377893759654126) | > loss_gen: 2.5310420989990234 (2.481806498307447) | > loss_kl: 2.78987193107605 (3.0156347384819617) | > loss_feat: 11.48281478881836 (6.892359256744385) | > loss_mel: 18.54709815979004 (17.11366708462055) | > loss_duration: 2.3168492317199707 (2.345659081752484) | > loss_1: 37.66767883300781 (31.84912688915546) --> EVAL PERFORMANCE | > avg_loader_time: 0.002530070451589731 (+6.426297701322232e-05) | > avg_loss_disc: 2.4377893759654126 (+0.04627050803257893) | > avg_loss_disc_real_0: 0.15099914887776744 (-0.028788401816899928) | > avg_loss_disc_real_1: 0.27181415317150265 (+0.06362708887228602) | > avg_loss_disc_real_2: 0.24611975367252642 (+0.024548282416967243) | > avg_loss_disc_real_3: 0.2407064626996334 (-0.011387438155137625) | > avg_loss_disc_real_4: 0.24947745066422683 (+0.005030738619657665) | > avg_loss_disc_real_5: 0.20306977830254114 (-0.04229228112560052) | > avg_loss_0: 2.4377893759654126 (+0.04627050803257893) | > avg_loss_gen: 2.481806498307447 (-0.10435967261974755) | > avg_loss_kl: 3.0156347384819617 (+0.07126911786886359) | > avg_loss_feat: 6.892359256744385 (-0.23328713270334056) | > avg_loss_mel: 17.11366708462055 (-0.3933721322279702) | > avg_loss_duration: 2.345659081752484 (-0.0021551297261162006) | > avg_loss_1: 31.84912688915546 (-0.6619047018197826)  > EPOCH: 741/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-11 23:58:56)   --> TIME: 2024-06-11 23:59:04 -- STEP: 19/330 -- GLOBAL_STEP: 332550 | > loss_disc: 2.2979278564453125 (2.335594804663407) | > loss_disc_real_0: 0.07502835988998413 (0.10832182357185766) | > loss_disc_real_1: 0.1653619408607483 (0.19264234288742668) | > loss_disc_real_2: 0.21652570366859436 (0.21613062604477531) | > loss_disc_real_3: 0.20286761224269867 (0.2280391878203342) | > loss_disc_real_4: 0.22449719905853271 (0.23740255048400477) | > loss_disc_real_5: 0.21387581527233124 (0.23076326282400833) | > loss_0: 2.2979278564453125 (2.335594804663407) | > grad_norm_0: tensor(5.5616, device='cuda:0') (tensor(10.2746, device='cuda:0')) | > loss_gen: 2.4914326667785645 (2.4673423265155994) | > loss_kl: 1.8878285884857178 (1.836610285859359) | > loss_feat: 7.01865291595459 (6.75028805983694) | > loss_mel: 17.423776626586914 (17.48493315044202) | > loss_duration: 1.992964744567871 (2.0558149940089177) | > loss_1: 30.814655303955078 (30.594988772743626) | > grad_norm_1: tensor(99.5233, device='cuda:0') (tensor(124.6416, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3471 (0.35312332605060776) | > loader_time: 0.0032 (0.0030571661497417247)  --> TIME: 2024-06-11 23:59:14 -- STEP: 44/330 -- GLOBAL_STEP: 332575 | > loss_disc: 2.2470133304595947 (2.338056921958923) | > loss_disc_real_0: 0.10779887437820435 (0.10747474973851984) | > loss_disc_real_1: 0.19466154277324677 (0.19318183985623447) | > loss_disc_real_2: 0.21877369284629822 (0.21193534982475368) | > loss_disc_real_3: 0.19837599992752075 (0.22754946960644287) | > loss_disc_real_4: 0.28318583965301514 (0.23449488085779277) | > loss_disc_real_5: 0.23670843243598938 (0.22641480578617615) | > loss_0: 2.2470133304595947 (2.338056921958923) | > grad_norm_0: tensor(10.8468, device='cuda:0') (tensor(10.0219, device='cuda:0')) | > loss_gen: 2.7867987155914307 (2.508617038076575) | > loss_kl: 2.0646088123321533 (1.9169517213648015) | > loss_feat: 7.829166412353516 (6.972777778452093) | > loss_mel: 18.019962310791016 (17.411289561878547) | > loss_duration: 1.9173016548156738 (2.0076585574583565) | > loss_1: 32.61783981323242 (30.81729490106756) | > grad_norm_1: tensor(118.3228, device='cuda:0') (tensor(106.6994, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3642 (0.3562862114472823) | > loader_time: 0.0033 (0.0033052997155623)  --> TIME: 2024-06-11 23:59:23 -- STEP: 69/330 -- GLOBAL_STEP: 332600 | > loss_disc: 2.4300642013549805 (2.3485378493433418) | > loss_disc_real_0: 0.1412721872329712 (0.1085969158920689) | > loss_disc_real_1: 0.19726349413394928 (0.19465066514153412) | > loss_disc_real_2: 0.23380433022975922 (0.20920563931914343) | > loss_disc_real_3: 0.25086459517478943 (0.22878887191198874) | > loss_disc_real_4: 0.2669893503189087 (0.23402540428914886) | > loss_disc_real_5: 0.269985556602478 (0.22635135270547177) | > loss_0: 2.4300642013549805 (2.3485378493433418) | > grad_norm_0: tensor(8.7266, device='cuda:0') (tensor(10.0385, device='cuda:0')) | > loss_gen: 2.4057631492614746 (2.484771317329961) | > loss_kl: 1.9434648752212524 (1.9355815735416135) | > loss_feat: 6.34772253036499 (6.90565884631613) | > loss_mel: 16.181774139404297 (17.338793409043465) | > loss_duration: 1.9510738849639893 (1.9955237499181766) | > loss_1: 28.82979965209961 (30.66032904472904) | > grad_norm_1: tensor(75.8210, device='cuda:0') (tensor(111.2746, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3642 (0.3605640832928644) | > loader_time: 0.0036 (0.0034669205762337947)  --> TIME: 2024-06-11 23:59:33 -- STEP: 94/330 -- GLOBAL_STEP: 332625 | > loss_disc: 2.3542916774749756 (2.3469412986268394) | > loss_disc_real_0: 0.12244028598070145 (0.10871986006485655) | > loss_disc_real_1: 0.20240379869937897 (0.19513984230604578) | > loss_disc_real_2: 0.20858275890350342 (0.20951734958811008) | > loss_disc_real_3: 0.2124631702899933 (0.22855440764985185) | > loss_disc_real_4: 0.24152642488479614 (0.23345721322805324) | > loss_disc_real_5: 0.2216782122850418 (0.22554430428971636) | > loss_0: 2.3542916774749756 (2.3469412986268394) | > grad_norm_0: tensor(7.4556, device='cuda:0') (tensor(10.0767, device='cuda:0')) | > loss_gen: 2.481746196746826 (2.4818896740040888) | > loss_kl: 1.912954330444336 (1.9405677153709087) | > loss_feat: 7.239256858825684 (6.888987394089394) | > loss_mel: 17.618728637695312 (17.32069116957644) | > loss_duration: 2.008528232574463 (1.9920021739411855) | > loss_1: 31.261213302612305 (30.624138324818713) | > grad_norm_1: tensor(132.8146, device='cuda:0') (tensor(106.7006, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3801 (0.36445410708163645) | > loader_time: 0.0036 (0.0035694051296152967)  --> TIME: 2024-06-11 23:59:42 -- STEP: 119/330 -- GLOBAL_STEP: 332650 | > loss_disc: 2.3399224281311035 (2.3510628487883496) | > loss_disc_real_0: 0.10762377828359604 (0.11048996317036011) | > loss_disc_real_1: 0.20750510692596436 (0.1947778891615507) | > loss_disc_real_2: 0.20160627365112305 (0.20971702202027584) | > loss_disc_real_3: 0.20504292845726013 (0.22910852329570705) | > loss_disc_real_4: 0.21366682648658752 (0.23234177650022908) | > loss_disc_real_5: 0.2092353105545044 (0.2245219490107368) | > loss_0: 2.3399224281311035 (2.3510628487883496) | > grad_norm_0: tensor(6.2598, device='cuda:0') (tensor(9.8445, device='cuda:0')) | > loss_gen: 2.551908254623413 (2.4769488703302978) | > loss_kl: 1.9556447267532349 (1.960955671903466) | > loss_feat: 6.7844743728637695 (6.9225078871270185) | > loss_mel: 17.993215560913086 (17.33163992296748) | > loss_duration: 1.9646689891815186 (1.9930972812556413) | > loss_1: 31.249910354614258 (30.68514977783716) | > grad_norm_1: tensor(91.2941, device='cuda:0') (tensor(106.2038, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3777 (0.3667145757114186) | > loader_time: 0.0048 (0.003731825772453757)  --> TIME: 2024-06-11 23:59:52 -- STEP: 144/330 -- GLOBAL_STEP: 332675 | > loss_disc: 2.371354579925537 (2.3478071788946777) | > loss_disc_real_0: 0.1254408359527588 (0.11147989508592421) | > loss_disc_real_1: 0.1833924949169159 (0.1947840785400735) | > loss_disc_real_2: 0.19911138713359833 (0.2098807115107775) | > loss_disc_real_3: 0.21247421205043793 (0.2290941999397344) | > loss_disc_real_4: 0.23705437779426575 (0.23176167512105572) | > loss_disc_real_5: 0.2317102551460266 (0.22320776846673754) | > loss_0: 2.371354579925537 (2.3478071788946777) | > grad_norm_0: tensor(26.1792, device='cuda:0') (tensor(11.7166, device='cuda:0')) | > loss_gen: 2.54009747505188 (2.4810426582892737) | > loss_kl: 2.003199577331543 (1.975387414296468) | > loss_feat: 6.943213939666748 (6.939244167672263) | > loss_mel: 16.875926971435547 (17.318774792883133) | > loss_duration: 2.0115458965301514 (1.9982967525720592) | > loss_1: 30.37398338317871 (30.712745878431534) | > grad_norm_1: tensor(444.7870, device='cuda:0') (tensor(139.6684, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3958 (0.36886304120222735) | > loader_time: 0.0047 (0.0038606425126393638)  --> TIME: 2024-06-12 00:00:02 -- STEP: 169/330 -- GLOBAL_STEP: 332700 | > loss_disc: 2.3231287002563477 (2.352280757836336) | > loss_disc_real_0: 0.10343627631664276 (0.11214386230918783) | > loss_disc_real_1: 0.1582297384738922 (0.19560034758240513) | > loss_disc_real_2: 0.2343904972076416 (0.21080161481213985) | > loss_disc_real_3: 0.24365057051181793 (0.22954564290286522) | > loss_disc_real_4: 0.25127482414245605 (0.23168490633103975) | > loss_disc_real_5: 0.2393963485956192 (0.22367432404904675) | > loss_0: 2.3231287002563477 (2.352280757836336) | > grad_norm_0: tensor(33.7239, device='cuda:0') (tensor(13.4790, device='cuda:0')) | > loss_gen: 2.5638108253479004 (2.485564632528632) | > loss_kl: 2.0014069080352783 (1.9819228134211704) | > loss_feat: 7.001418590545654 (6.943371885626979) | > loss_mel: 16.577110290527344 (17.323160464947044) | > loss_duration: 2.0534868240356445 (2.003105307471823) | > loss_1: 30.197235107421875 (30.737125159720698) | > grad_norm_1: tensor(276.3749, device='cuda:0') (tensor(164.6176, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.4001 (0.3721756921012021) | > loader_time: 0.0045 (0.003962120360876683)  --> TIME: 2024-06-12 00:00:12 -- STEP: 194/330 -- GLOBAL_STEP: 332725 | > loss_disc: 2.403228759765625 (2.3509206317134743) | > loss_disc_real_0: 0.13082610070705414 (0.11281992118690432) | > loss_disc_real_1: 0.16829173266887665 (0.1955268174102626) | > loss_disc_real_2: 0.1978747695684433 (0.2105824498018038) | > loss_disc_real_3: 0.23125961422920227 (0.22951860418639233) | > loss_disc_real_4: 0.2486659586429596 (0.2319596939019321) | > loss_disc_real_5: 0.21757768094539642 (0.222842344995012) | > loss_0: 2.403228759765625 (2.3509206317134743) | > grad_norm_0: tensor(44.7030, device='cuda:0') (tensor(15.8095, device='cuda:0')) | > loss_gen: 2.3596630096435547 (2.495679523527006) | > loss_kl: 2.1010401248931885 (1.9867957633795197) | > loss_feat: 7.1074419021606445 (6.969320186634653) | > loss_mel: 17.477615356445312 (17.298649148842724) | > loss_duration: 2.040829658508301 (2.0108674309917336) | > loss_1: 31.086589813232422 (30.761312101305144) | > grad_norm_1: tensor(433.8394, device='cuda:0') (tensor(190.8015, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.3994 (0.37609675864583436) | > loader_time: 0.0059 (0.004095827181314686)  --> TIME: 2024-06-12 00:00:23 -- STEP: 219/330 -- GLOBAL_STEP: 332750 | > loss_disc: 2.481940746307373 (2.353544137249254) | > loss_disc_real_0: 0.10485832393169403 (0.11430590790292444) | > loss_disc_real_1: 0.21509043872356415 (0.1959364069243) | > loss_disc_real_2: 0.19666773080825806 (0.21041427736412982) | > loss_disc_real_3: 0.2454407811164856 (0.22933704477466949) | > loss_disc_real_4: 0.2598457336425781 (0.23165047454507384) | > loss_disc_real_5: 0.22142565250396729 (0.22256264519201566) | > loss_0: 2.481940746307373 (2.353544137249254) | > grad_norm_0: tensor(25.9077, device='cuda:0') (tensor(17.7894, device='cuda:0')) | > loss_gen: 2.455012321472168 (2.4980356355780313) | > loss_kl: 2.181678533554077 (1.9953859032016912) | > loss_feat: 7.271839618682861 (6.989393806892987) | > loss_mel: 17.269868850708008 (17.282689908868107) | > loss_duration: 2.0743093490600586 (2.0188129046191925) | > loss_1: 31.252708435058594 (30.784318201073773) | > grad_norm_1: tensor(571.5604, device='cuda:0') (tensor(222.9262, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.4225 (0.3809515983546706) | > loader_time: 0.0051 (0.004203950977760908)  --> TIME: 2024-06-12 00:00:33 -- STEP: 244/330 -- GLOBAL_STEP: 332775 | > loss_disc: 2.424048662185669 (2.357004446084382) | > loss_disc_real_0: 0.09560699760913849 (0.11593076632526077) | > loss_disc_real_1: 0.27981626987457275 (0.19659894961314123) | > loss_disc_real_2: 0.2333025187253952 (0.21100732342141568) | > loss_disc_real_3: 0.22490835189819336 (0.22935474584581422) | > loss_disc_real_4: 0.22926567494869232 (0.23190232763280633) | > loss_disc_real_5: 0.22712911665439606 (0.2219227440044528) | > loss_0: 2.424048662185669 (2.357004446084382) | > grad_norm_0: tensor(39.8963, device='cuda:0') (tensor(19.2165, device='cuda:0')) | > loss_gen: 2.374343156814575 (2.4952699092567925) | > loss_kl: 1.9271658658981323 (1.9986336030920997) | > loss_feat: 6.573276042938232 (6.971059390755951) | > loss_mel: 16.0440616607666 (17.249768499468193) | > loss_duration: 2.0575504302978516 (2.027699256529575) | > loss_1: 28.976396560668945 (30.74243064786567) | > grad_norm_1: tensor(599.2258, device='cuda:0') (tensor(237.4532, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.4284 (0.38481102126543637) | > loader_time: 0.0059 (0.0043362261819057755)  --> TIME: 2024-06-12 00:00:45 -- STEP: 269/330 -- GLOBAL_STEP: 332800 | > loss_disc: 2.363438606262207 (2.3586496907982237) | > loss_disc_real_0: 0.16820982098579407 (0.11744846680572042) | > loss_disc_real_1: 0.2853706181049347 (0.19680825706751373) | > loss_disc_real_2: 0.2234063297510147 (0.21053036066900838) | > loss_disc_real_3: 0.21809440851211548 (0.2292990306163809) | > loss_disc_real_4: 0.2230163812637329 (0.2319130020624643) | > loss_disc_real_5: 0.20303389430046082 (0.22251211112316654) | > loss_0: 2.363438606262207 (2.3586496907982237) | > grad_norm_0: tensor(42.2357, device='cuda:0') (tensor(20.3574, device='cuda:0')) | > loss_gen: 2.602670669555664 (2.4958193958027195) | > loss_kl: 1.8990578651428223 (2.0021734215513045) | > loss_feat: 7.731527805328369 (6.9860851667184365) | > loss_mel: 17.69092559814453 (17.22964081179254) | > loss_duration: 2.1472809314727783 (2.036068782487325) | > loss_1: 32.07146072387695 (30.74978754688816) | > grad_norm_1: tensor(397.0625, device='cuda:0') (tensor(251.0275, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.4408 (0.3894814948610213) | > loader_time: 0.0061 (0.004486069803344271)  --> TIME: 2024-06-12 00:00:56 -- STEP: 294/330 -- GLOBAL_STEP: 332825 | > loss_disc: 2.442661762237549 (2.3652358703872784) | > loss_disc_real_0: 0.10551227629184723 (0.1192312618198038) | > loss_disc_real_1: 0.21035222709178925 (0.19695676432377623) | > loss_disc_real_2: 0.22812043130397797 (0.21108451024407435) | > loss_disc_real_3: 0.2216319888830185 (0.22945945035843623) | > loss_disc_real_4: 0.2337770164012909 (0.23200700695620102) | > loss_disc_real_5: 0.23384042084217072 (0.22254744663733203) | > loss_0: 2.442661762237549 (2.3652358703872784) | > grad_norm_0: tensor(37.6207, device='cuda:0') (tensor(21.8711, device='cuda:0')) | > loss_gen: 2.4408748149871826 (2.489335901072235) | > loss_kl: 2.1495296955108643 (2.0076122900255697) | > loss_feat: 7.6330389976501465 (6.985225443937341) | > loss_mel: 16.909696578979492 (17.193752746192775) | > loss_duration: 2.196155548095703 (2.046474400020783) | > loss_1: 31.329294204711914 (30.722400730159006) | > grad_norm_1: tensor(449.4130, device='cuda:0') (tensor(265.1657, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.4691 (0.3947535599170088) | > loader_time: 0.0072 (0.004652629904195563)  --> TIME: 2024-06-12 00:01:09 -- STEP: 319/330 -- GLOBAL_STEP: 332850 | > loss_disc: 2.4275784492492676 (2.3665446547505247) | > loss_disc_real_0: 0.22964045405387878 (0.12048637689467881) | > loss_disc_real_1: 0.25828999280929565 (0.19733070939499014) | > loss_disc_real_2: 0.2442391812801361 (0.21095426871111406) | > loss_disc_real_3: 0.2239963412284851 (0.22926911464118657) | > loss_disc_real_4: 0.2456388771533966 (0.232037222263955) | > loss_disc_real_5: 0.2377144694328308 (0.22240567085884955) | > loss_0: 2.4275784492492676 (2.3665446547505247) | > grad_norm_0: tensor(57.2698, device='cuda:0') (tensor(22.8905, device='cuda:0')) | > loss_gen: 2.5869150161743164 (2.4869077863364377) | > loss_kl: 2.0029258728027344 (2.013487892464785) | > loss_feat: 8.206707000732422 (7.007274505112986) | > loss_mel: 16.442920684814453 (17.14666127112219) | > loss_duration: 2.245169162750244 (2.0607240244886365) | > loss_1: 31.484636306762695 (30.715055441781644) | > grad_norm_1: tensor(736.0659, device='cuda:0') (tensor(280.3657, device='cuda:0')) | > current_lr_0: 0.00018230599691518315 | > current_lr_1: 0.00018230599691518315 | > step_time: 0.5584 (0.4038234347460039) | > loader_time: 0.0095 (0.004878449215784338)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4327239990234375 (2.4327239990234375) | > loss_disc_real_0: 0.1935766637325287 (0.1935766637325287) | > loss_disc_real_1: 0.12054875493049622 (0.12054875493049622) | > loss_disc_real_2: 0.18256165087223053 (0.18256165087223053) | > loss_disc_real_3: 0.24273835122585297 (0.24273835122585297) | > loss_disc_real_4: 0.2397550344467163 (0.2397550344467163) | > loss_disc_real_5: 0.28807371854782104 (0.28807371854782104) | > loss_0: 2.4327239990234375 (2.4327239990234375) | > loss_gen: 2.1672160625457764 (2.1672160625457764) | > loss_kl: 3.0812201499938965 (3.0812201499938965) | > loss_feat: 6.774531841278076 (6.774531841278076) | > loss_mel: 16.609867095947266 (16.609867095947266) | > loss_duration: 3.067946434020996 (3.067946434020996) | > loss_1: 31.70077896118164 (31.70077896118164)  --> STEP: 1 | > loss_disc: 2.0376431941986084 (2.0376431941986084) | > loss_disc_real_0: 0.09520620107650757 (0.09520620107650757) | > loss_disc_real_1: 0.1830388307571411 (0.1830388307571411) | > loss_disc_real_2: 0.1330510973930359 (0.1330510973930359) | > loss_disc_real_3: 0.16285397112369537 (0.16285397112369537) | > loss_disc_real_4: 0.19608841836452484 (0.19608841836452484) | > loss_disc_real_5: 0.18278877437114716 (0.18278877437114716) | > loss_0: 2.0376431941986084 (2.0376431941986084) | > loss_gen: 2.5575177669525146 (2.5575177669525146) | > loss_kl: 2.3527870178222656 (2.3527870178222656) | > loss_feat: 6.869508266448975 (6.869508266448975) | > loss_mel: 19.098329544067383 (19.098329544067383) | > loss_duration: 2.430657386779785 (2.430657386779785) | > loss_1: 33.308799743652344 (33.308799743652344)  --> STEP: 2 | > loss_disc: 2.5882437229156494 (2.312943458557129) | > loss_disc_real_0: 0.11218293011188507 (0.10369456559419632) | > loss_disc_real_1: 0.07917847484350204 (0.13110865280032158) | > loss_disc_real_2: 0.15712502598762512 (0.1450880616903305) | > loss_disc_real_3: 0.21962681412696838 (0.19124039262533188) | > loss_disc_real_4: 0.2485290765762329 (0.22230874747037888) | > loss_disc_real_5: 0.40100643038749695 (0.29189760237932205) | > loss_0: 2.5882437229156494 (2.312943458557129) | > loss_gen: 1.957066535949707 (2.257292151451111) | > loss_kl: 3.608257293701172 (2.9805221557617188) | > loss_feat: 6.149178504943848 (6.509343385696411) | > loss_mel: 19.79932975769043 (19.448829650878906) | > loss_duration: 2.4231624603271484 (2.426909923553467) | > loss_1: 33.93699645996094 (33.62289810180664)  --> STEP: 3 | > loss_disc: 2.3914263248443604 (2.339104413986206) | > loss_disc_real_0: 0.13355687260627747 (0.1136486679315567) | > loss_disc_real_1: 0.23703938722610474 (0.16641889760891596) | > loss_disc_real_2: 0.10816997289657593 (0.13278203209241232) | > loss_disc_real_3: 0.22151395678520203 (0.20133158067862192) | > loss_disc_real_4: 0.2527792453765869 (0.23246558010578156) | > loss_disc_real_5: 0.24603410065174103 (0.27660976847012836) | > loss_0: 2.3914263248443604 (2.339104413986206) | > loss_gen: 2.4515511989593506 (2.322045167287191) | > loss_kl: 4.022924423217773 (3.3279895782470703) | > loss_feat: 6.430106163024902 (6.482930978139241) | > loss_mel: 17.817371368408203 (18.905010223388672) | > loss_duration: 2.391852855682373 (2.415224234263102) | > loss_1: 33.11380386352539 (33.453200022379555)  --> STEP: 4 | > loss_disc: 2.385199546813965 (2.3506281971931458) | > loss_disc_real_0: 0.1905527263879776 (0.13287468254566193) | > loss_disc_real_1: 0.14620405435562134 (0.1613651867955923) | > loss_disc_real_2: 0.17777413129806519 (0.14403005689382553) | > loss_disc_real_3: 0.18734320998191833 (0.19783448800444603) | > loss_disc_real_4: 0.1800694465637207 (0.21936654672026634) | > loss_disc_real_5: 0.19012129306793213 (0.2549876496195793) | > loss_0: 2.385199546813965 (2.3506281971931458) | > loss_gen: 2.0770351886749268 (2.2607926726341248) | > loss_kl: 3.581225633621216 (3.3912985920906067) | > loss_feat: 6.822540283203125 (6.567833304405212) | > loss_mel: 18.47931480407715 (18.79858636856079) | > loss_duration: 2.3203887939453125 (2.391515374183655) | > loss_1: 33.28050231933594 (33.41002559661865)  --> STEP: 5 | > loss_disc: 2.1511151790618896 (2.3107255935668944) | > loss_disc_real_0: 0.13391655683517456 (0.13308305740356446) | > loss_disc_real_1: 0.13998322188854218 (0.15708879381418228) | > loss_disc_real_2: 0.15441371500492096 (0.1461067885160446) | > loss_disc_real_3: 0.2633988857269287 (0.21094736754894255) | > loss_disc_real_4: 0.16570428013801575 (0.20863409340381622) | > loss_disc_real_5: 0.1916295886039734 (0.24231603741645813) | > loss_0: 2.1511151790618896 (2.3107255935668944) | > loss_gen: 2.475898265838623 (2.3038137912750245) | > loss_kl: 2.1513874530792236 (3.14331636428833) | > loss_feat: 7.207764148712158 (6.695819473266601) | > loss_mel: 18.981346130371094 (18.83513832092285) | > loss_duration: 2.3734610080718994 (2.387904500961304) | > loss_1: 33.189857482910156 (33.36599197387695)  --> STEP: 6 | > loss_disc: 2.5416109561920166 (2.349206487337748) | > loss_disc_real_0: 0.1321931630373001 (0.13293474167585373) | > loss_disc_real_1: 0.2394803762435913 (0.17082072421908379) | > loss_disc_real_2: 0.20593330264091492 (0.156077874203523) | > loss_disc_real_3: 0.26390063762664795 (0.21977291256189346) | > loss_disc_real_4: 0.27488863468170166 (0.21967651695013046) | > loss_disc_real_5: 0.26866692304611206 (0.2467078516880671) | > loss_0: 2.5416109561920166 (2.349206487337748) | > loss_gen: 2.1903915405273438 (2.2849100828170776) | > loss_kl: 2.7597906589508057 (3.0793954133987427) | > loss_feat: 5.850697994232178 (6.554965893427531) | > loss_mel: 16.82988166809082 (18.50092887878418) | > loss_duration: 2.2181718349456787 (2.3596157232920327) | > loss_1: 29.848934173583984 (32.779815673828125)  --> STEP: 7 | > loss_disc: 2.61257266998291 (2.3868302277156284) | > loss_disc_real_0: 0.18181267380714417 (0.13991730340889522) | > loss_disc_real_1: 0.20883741974830627 (0.17625168072325842) | > loss_disc_real_2: 0.21988454461097717 (0.16519311283315932) | > loss_disc_real_3: 0.2717036306858063 (0.2271915865795953) | > loss_disc_real_4: 0.27403855323791504 (0.22744252213409968) | > loss_disc_real_5: 0.22871699929237366 (0.24413772991725377) | > loss_0: 2.61257266998291 (2.3868302277156284) | > loss_gen: 2.019914150238037 (2.2470535210200717) | > loss_kl: 4.598215579986572 (3.29636972291129) | > loss_feat: 4.701903820037842 (6.290242740086147) | > loss_mel: 15.929899215698242 (18.13363892691476) | > loss_duration: 2.5783653259277344 (2.3908656665257046) | > loss_1: 29.828298568725586 (32.35817037309919)  --> STEP: 8 | > loss_disc: 2.183774948120117 (2.3614483177661896) | > loss_disc_real_0: 0.09451829642057419 (0.1342424275353551) | > loss_disc_real_1: 0.13865578174591064 (0.17155219335108995) | > loss_disc_real_2: 0.20368608832359314 (0.17000473476946354) | > loss_disc_real_3: 0.15649420022964478 (0.21835441328585148) | > loss_disc_real_4: 0.15524333715438843 (0.21841762401163578) | > loss_disc_real_5: 0.20544204115867615 (0.23930076882243156) | > loss_0: 2.183774948120117 (2.3614483177661896) | > loss_gen: 2.4187405109405518 (2.268514394760132) | > loss_kl: 2.954578161239624 (3.2536457777023315) | > loss_feat: 10.503095626831055 (6.81684935092926) | > loss_mel: 19.647659301757812 (18.32289147377014) | > loss_duration: 2.3050527572631836 (2.3801390528678894) | > loss_1: 37.829124450683594 (33.04203963279724)  --> STEP: 9 | > loss_disc: 2.4007718563079834 (2.365817599826389) | > loss_disc_real_0: 0.23995184898376465 (0.14598791880740059) | > loss_disc_real_1: 0.22848589718341827 (0.17787816044357088) | > loss_disc_real_2: 0.20716030895709991 (0.17413313190142313) | > loss_disc_real_3: 0.23926877975463867 (0.22067823178238338) | > loss_disc_real_4: 0.25532296299934387 (0.22251821723249224) | > loss_disc_real_5: 0.2154707908630371 (0.23665299349360996) | > loss_0: 2.4007718563079834 (2.365817599826389) | > loss_gen: 2.6985368728637695 (2.3162946701049805) | > loss_kl: 2.083346128463745 (3.1236124833424888) | > loss_feat: 8.838927268981934 (7.041524675157335) | > loss_mel: 18.725566864013672 (18.3676331837972) | > loss_duration: 2.2167067527770996 (2.3619799084133573) | > loss_1: 34.56308364868164 (33.211044523451065)  --> STEP: 10 | > loss_disc: 2.5316107273101807 (2.382396912574768) | > loss_disc_real_0: 0.12356370687484741 (0.1437454976141453) | > loss_disc_real_1: 0.15438134968280792 (0.17552847936749458) | > loss_disc_real_2: 0.23630939424037933 (0.18035075813531876) | > loss_disc_real_3: 0.25660252571105957 (0.22427066117525102) | > loss_disc_real_4: 0.2727258801460266 (0.22753898352384566) | > loss_disc_real_5: 0.2782561779022217 (0.24081331193447114) | > loss_0: 2.5316107273101807 (2.382396912574768) | > loss_gen: 2.2094058990478516 (2.3056057929992675) | > loss_kl: 2.6382458209991455 (3.0750758171081545) | > loss_feat: 6.138983726501465 (6.951270580291748) | > loss_mel: 15.026803970336914 (18.033550262451172) | > loss_duration: 2.3890652656555176 (2.364688444137573) | > loss_1: 28.402503967285156 (32.730190467834475)  --> STEP: 11 | > loss_disc: 2.460716485977173 (2.3895168737931685) | > loss_disc_real_0: 0.1240186020731926 (0.14195214347405868) | > loss_disc_real_1: 0.17716044187545776 (0.17567683959549124) | > loss_disc_real_2: 0.17450843751430511 (0.17981963807886298) | > loss_disc_real_3: 0.22518859803676605 (0.2243541099808433) | > loss_disc_real_4: 0.2597925364971161 (0.2304711247032339) | > loss_disc_real_5: 0.19765698909759521 (0.2368900098583915) | > loss_0: 2.460716485977173 (2.3895168737931685) | > loss_gen: 2.2167482376098633 (2.2975278334184126) | > loss_kl: 3.0246570110321045 (3.070492289283059) | > loss_feat: 6.366225242614746 (6.89808464050293) | > loss_mel: 16.0382137298584 (17.852156032215465) | > loss_duration: 2.5706887245178223 (2.3834157423539595) | > loss_1: 30.21653175354004 (32.50167603926225)  --> STEP: 12 | > loss_disc: 2.517779588699341 (2.400205433368683) | > loss_disc_real_0: 0.07381060719490051 (0.13627368211746219) | > loss_disc_real_1: 0.1811576932668686 (0.17613357740143934) | > loss_disc_real_2: 0.18054629862308502 (0.1798801931242148) | > loss_disc_real_3: 0.19633299112319946 (0.2220190167427063) | > loss_disc_real_4: 0.22860918939113617 (0.23031596342722574) | > loss_disc_real_5: 0.20438304543495178 (0.2341810961564382) | > loss_0: 2.517779588699341 (2.400205433368683) | > loss_gen: 2.0254011154174805 (2.274850606918335) | > loss_kl: 3.015979290008545 (3.065949539343516) | > loss_feat: 7.3432488441467285 (6.9351816574732466) | > loss_mel: 18.57538414001465 (17.91242504119873) | > loss_duration: 2.2886433601379395 (2.375518043835958) | > loss_1: 33.2486572265625 (32.56392447153727)  --> STEP: 13 | > loss_disc: 2.5969486236572266 (2.41533952492934) | > loss_disc_real_0: 0.11150821298360825 (0.13436864603024265) | > loss_disc_real_1: 0.18851958215236664 (0.1770863469976645) | > loss_disc_real_2: 0.1974593847990036 (0.1812324386376601) | > loss_disc_real_3: 0.1650894731283188 (0.2176398210800611) | > loss_disc_real_4: 0.2284681797027588 (0.23017382621765137) | > loss_disc_real_5: 0.22773544490337372 (0.2336852768292794) | > loss_0: 2.5969486236572266 (2.41533952492934) | > loss_gen: 1.9020037651062012 (2.246170080625094) | > loss_kl: 3.0831573009490967 (3.067273213313176) | > loss_feat: 6.418459892272949 (6.895433829380916) | > loss_mel: 16.643314361572266 (17.814801142765926) | > loss_duration: 2.2323861122131348 (2.364507895249587) | > loss_1: 30.279321670532227 (32.38818579453688)  --> STEP: 14 | > loss_disc: 2.33034086227417 (2.4092681918825423) | > loss_disc_real_0: 0.17030534148216248 (0.1369355528482369) | > loss_disc_real_1: 0.15669597685337067 (0.17562989198735782) | > loss_disc_real_2: 0.1764402687549591 (0.18089014078889573) | > loss_disc_real_3: 0.18812452256679535 (0.21553158547197068) | > loss_disc_real_4: 0.187856987118721 (0.22715119485344207) | > loss_disc_real_5: 0.17342306673526764 (0.2293808332511357) | > loss_0: 2.33034086227417 (2.4092681918825423) | > loss_gen: 2.1662018299102783 (2.240458062716893) | > loss_kl: 3.6911349296569824 (3.111834764480591) | > loss_feat: 7.466911315917969 (6.936253649847848) | > loss_mel: 17.598115921020508 (17.799323626926967) | > loss_duration: 2.425334930419922 (2.3688526834760393) | > loss_1: 33.34770202636719 (32.456722668239046)  --> STEP: 15 | > loss_disc: 2.440577745437622 (2.411355495452881) | > loss_disc_real_0: 0.11428190022706985 (0.1354253093401591) | > loss_disc_real_1: 0.19025103747844696 (0.1766046350200971) | > loss_disc_real_2: 0.12455527484416962 (0.17713448305924734) | > loss_disc_real_3: 0.20462314784526825 (0.2148043562968572) | > loss_disc_real_4: 0.2364722192287445 (0.2277725964784622) | > loss_disc_real_5: 0.20193806290626526 (0.22755131522814434) | > loss_0: 2.440577745437622 (2.411355495452881) | > loss_gen: 2.20817232131958 (2.238305679957072) | > loss_kl: 3.1513962745666504 (3.114472198486328) | > loss_feat: 6.651620864868164 (6.917278130849202) | > loss_mel: 17.10274314880371 (17.752884928385416) | > loss_duration: 2.4079880714416504 (2.3714617093404136) | > loss_1: 31.52191925048828 (32.394402440388994)  --> STEP: 16 | > loss_disc: 2.556610107421875 (2.420433908700943) | > loss_disc_real_0: 0.2948341965675354 (0.14538836479187012) | > loss_disc_real_1: 0.2242947518825531 (0.1795852673240006) | > loss_disc_real_2: 0.1714402437210083 (0.1767785931006074) | > loss_disc_real_3: 0.21168752014636993 (0.21460955403745174) | > loss_disc_real_4: 0.2674148380756378 (0.2302502365782857) | > loss_disc_real_5: 0.23376883566379547 (0.22793991025537252) | > loss_0: 2.556610107421875 (2.420433908700943) | > loss_gen: 2.351712226867676 (2.2453935891389847) | > loss_kl: 2.9337728023529053 (3.103178486227989) | > loss_feat: 6.780472278594971 (6.908727765083313) | > loss_mel: 14.513608932495117 (17.550430178642273) | > loss_duration: 2.419001340866089 (2.374432936310768) | > loss_1: 28.998567581176758 (32.18216276168823)  --> STEP: 17 | > loss_disc: 2.5879392623901367 (2.4302871648003075) | > loss_disc_real_0: 0.2521592378616333 (0.15166900438420913) | > loss_disc_real_1: 0.1761946678161621 (0.17938582029412775) | > loss_disc_real_2: 0.21578317880630493 (0.17907298049506018) | > loss_disc_real_3: 0.21723411977291107 (0.21476394025718465) | > loss_disc_real_4: 0.2661133408546448 (0.23235983094748328) | > loss_disc_real_5: 0.29818329215049744 (0.23207187389626222) | > loss_0: 2.5879392623901367 (2.4302871648003075) | > loss_gen: 2.210557222366333 (2.2433443910935345) | > loss_kl: 2.5771138668060303 (3.0722335086149326) | > loss_feat: 6.123203754425049 (6.862520470338709) | > loss_mel: 16.413352966308594 (17.483543283799115) | > loss_duration: 2.468207597732544 (2.3799490928649902) | > loss_1: 29.792436599731445 (32.04159063451431)  --> STEP: 18 | > loss_disc: 2.2565741539001465 (2.420636441972521) | > loss_disc_real_0: 0.19103315472602844 (0.15385590162542132) | > loss_disc_real_1: 0.21763886511325836 (0.18151098945074612) | > loss_disc_real_2: 0.194818913936615 (0.17994775457514656) | > loss_disc_real_3: 0.2113514393568039 (0.21457435687383017) | > loss_disc_real_4: 0.20381291210651398 (0.23077389101187387) | > loss_disc_real_5: 0.2526080012321472 (0.23321276985936695) | > loss_0: 2.2565741539001465 (2.420636441972521) | > loss_gen: 2.9458444118499756 (2.282372170024448) | > loss_kl: 3.01699161529541 (3.069164514541626) | > loss_feat: 9.742775917053223 (7.022534661822849) | > loss_mel: 17.668058395385742 (17.493794123331707) | > loss_duration: 2.300069808959961 (2.3755113548702664) | > loss_1: 35.673736572265625 (32.24337651994493)  --> STEP: 19 | > loss_disc: 2.3808000087738037 (2.418539787593641) | > loss_disc_real_0: 0.2097344696521759 (0.15679687888998733) | > loss_disc_real_1: 0.24343261122703552 (0.18477002217581398) | > loss_disc_real_2: 0.15701892971992493 (0.1787409743196086) | > loss_disc_real_3: 0.1635984182357788 (0.21189141273498535) | > loss_disc_real_4: 0.19105319678783417 (0.22868332815797707) | > loss_disc_real_5: 0.199281245470047 (0.2314269001546659) | > loss_0: 2.3808000087738037 (2.418539787593641) | > loss_gen: 2.2904045581817627 (2.2827949272958854) | > loss_kl: 2.674063205718994 (3.048369708814119) | > loss_feat: 9.897043228149414 (7.173824586366353) | > loss_mel: 17.559194564819336 (17.497236251831055) | > loss_duration: 2.3833653926849365 (2.375924725281565) | > loss_1: 34.80406951904297 (32.37814983568693)  --> STEP: 20 | > loss_disc: 2.4093425273895264 (2.4180799245834352) | > loss_disc_real_0: 0.16821829974651337 (0.15736794993281364) | > loss_disc_real_1: 0.1573990136384964 (0.1834014717489481) | > loss_disc_real_2: 0.20686323940753937 (0.18014708757400513) | > loss_disc_real_3: 0.2764914035797119 (0.21512141227722167) | > loss_disc_real_4: 0.2545093595981598 (0.2299746297299862) | > loss_disc_real_5: 0.24318590760231018 (0.23201485052704812) | > loss_0: 2.4093425273895264 (2.4180799245834352) | > loss_gen: 2.332716941833496 (2.2852910280227663) | > loss_kl: 2.2965526580810547 (3.010778856277466) | > loss_feat: 4.852726459503174 (7.057769680023194) | > loss_mel: 17.737180709838867 (17.509233474731445) | > loss_duration: 2.3346776962280273 (2.3738623738288878) | > loss_1: 29.553855895996094 (32.23693513870239)  --> STEP: 21 | > loss_disc: 2.2607438564300537 (2.4105877308618453) | > loss_disc_real_0: 0.10330794006586075 (0.15479366374867304) | > loss_disc_real_1: 0.17414723336696625 (0.1829607937307585) | > loss_disc_real_2: 0.22248244285583496 (0.18216305687313988) | > loss_disc_real_3: 0.24596485495567322 (0.21659014764286222) | > loss_disc_real_4: 0.266579270362854 (0.23171770785536086) | > loss_disc_real_5: 0.19300051033496857 (0.23015702480361575) | > loss_0: 2.2607438564300537 (2.4105877308618453) | > loss_gen: 2.5265514850616455 (2.2967796212150935) | > loss_kl: 3.0899441242218018 (3.0145486309414817) | > loss_feat: 6.657029628753662 (7.03868682043893) | > loss_mel: 15.318473815917969 (17.404911586216517) | > loss_duration: 2.2166669368743896 (2.3663768768310547) | > loss_1: 29.80866813659668 (32.121303376697355)  --> STEP: 22 | > loss_disc: 2.3979036808013916 (2.4100111831318247) | > loss_disc_real_0: 0.14259664714336395 (0.15423925390297716) | > loss_disc_real_1: 0.20204167068004608 (0.18382810631936247) | > loss_disc_real_2: 0.15554794669151306 (0.1809532791376114) | > loss_disc_real_3: 0.16719484329223633 (0.2143449065360156) | > loss_disc_real_4: 0.20309539139270782 (0.2304166934706948) | > loss_disc_real_5: 0.18994809687137604 (0.2283293462612412) | > loss_0: 2.3979036808013916 (2.4100111831318247) | > loss_gen: 2.1897950172424316 (2.2919166846708814) | > loss_kl: 2.2799863815307617 (2.981159437786449) | > loss_feat: 7.031236171722412 (7.038348154588179) | > loss_mel: 16.734804153442383 (17.37445215745406) | > loss_duration: 2.2287378311157227 (2.360120556571267) | > loss_1: 30.464557647705078 (32.04599675265225)  --> STEP: 23 | > loss_disc: 2.471846103668213 (2.412699657937755) | > loss_disc_real_0: 0.14435255527496338 (0.15380939744088962) | > loss_disc_real_1: 0.1754295974969864 (0.18346295376186786) | > loss_disc_real_2: 0.19529667496681213 (0.18157690504322882) | > loss_disc_real_3: 0.2504451274871826 (0.21591448135997937) | > loss_disc_real_4: 0.2229941338300705 (0.23009397348631982) | > loss_disc_real_5: 0.18907053768634796 (0.2266224415405937) | > loss_0: 2.471846103668213 (2.412699657937755) | > loss_gen: 2.072321653366089 (2.2823690746141514) | > loss_kl: 2.5147483348846436 (2.960880694182023) | > loss_feat: 5.409873962402344 (6.967544928840969) | > loss_mel: 16.92550277709961 (17.354932619177777) | > loss_duration: 2.3208436965942383 (2.3584128670070483) | > loss_1: 29.243289947509766 (31.92413993503736)  --> STEP: 24 | > loss_disc: 2.098264217376709 (2.399598181247711) | > loss_disc_real_0: 0.1190343052148819 (0.15236043526480594) | > loss_disc_real_1: 0.1439511626958847 (0.18181662913411856) | > loss_disc_real_2: 0.12156447768211365 (0.17907638723651567) | > loss_disc_real_3: 0.1870129257440567 (0.2147102498759826) | > loss_disc_real_4: 0.26891615986824036 (0.23171156458556652) | > loss_disc_real_5: 0.21365487575531006 (0.2260821262995402) | > loss_0: 2.098264217376709 (2.399598181247711) | > loss_gen: 2.452141284942627 (2.289442916711171) | > loss_kl: 2.3237104415893555 (2.934331933657328) | > loss_feat: 7.664516448974609 (6.996585408846538) | > loss_mel: 19.037389755249023 (17.425034999847412) | > loss_duration: 2.4660072326660156 (2.362895965576172) | > loss_1: 33.943763732910156 (32.008290926615395)  --> STEP: 25 | > loss_disc: 2.5559608936309814 (2.405852689743042) | > loss_disc_real_0: 0.25757020711898804 (0.15656882613897324) | > loss_disc_real_1: 0.21919696033000946 (0.1833118423819542) | > loss_disc_real_2: 0.19378532469272614 (0.1796647447347641) | > loss_disc_real_3: 0.24128291010856628 (0.21577315628528596) | > loss_disc_real_4: 0.2451169490814209 (0.2322477799654007) | > loss_disc_real_5: 0.28581419587135315 (0.22847140908241273) | > loss_0: 2.5559608936309814 (2.405852689743042) | > loss_gen: 2.5696046352386475 (2.30064938545227) | > loss_kl: 3.130793571472168 (2.942190399169922) | > loss_feat: 7.1209869384765625 (7.001561470031739) | > loss_mel: 15.346490859985352 (17.34189323425293) | > loss_duration: 2.4014034271240234 (2.364436264038086) | > loss_1: 30.569278717041016 (31.950730438232423)  --> STEP: 26 | > loss_disc: 2.8270463943481445 (2.422052447612469) | > loss_disc_real_0: 0.10629081726074219 (0.15463505656673357) | > loss_disc_real_1: 0.24573956429958344 (0.1857129086095553) | > loss_disc_real_2: 0.09978130459785461 (0.17659230472949836) | > loss_disc_real_3: 0.08251605927944183 (0.21064788332352272) | > loss_disc_real_4: 0.11462629586458206 (0.22772387673075384) | > loss_disc_real_5: 0.11269623041152954 (0.22401851759507105) | > loss_0: 2.8270463943481445 (2.422052447612469) | > loss_gen: 1.7516696453094482 (2.2795347800621615) | > loss_kl: 2.6747684478759766 (2.9319049395047703) | > loss_feat: 18.82147979736328 (7.456173713390644) | > loss_mel: 17.95049285888672 (17.36530091212346) | > loss_duration: 2.3203330039978027 (2.3627399848057675) | > loss_1: 43.518741607666016 (32.3956539447491) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024857245958768417 (-4.4345855712889324e-05) | > avg_loss_disc: 2.422052447612469 (-0.01573692835294338) | > avg_loss_disc_real_0: 0.15463505656673357 (+0.003635907688966128) | > avg_loss_disc_real_1: 0.1857129086095553 (-0.08610124456194734) | > avg_loss_disc_real_2: 0.17659230472949836 (-0.06952744894302806) | > avg_loss_disc_real_3: 0.21064788332352272 (-0.030058579376110672) | > avg_loss_disc_real_4: 0.22772387673075384 (-0.02175357393347299) | > avg_loss_disc_real_5: 0.22401851759507105 (+0.02094873929252991) | > avg_loss_0: 2.422052447612469 (-0.01573692835294338) | > avg_loss_gen: 2.2795347800621615 (-0.20227171824528556) | > avg_loss_kl: 2.9319049395047703 (-0.08372979897719146) | > avg_loss_feat: 7.456173713390644 (+0.5638144566462593) | > avg_loss_mel: 17.36530091212346 (+0.25163382750291063) | > avg_loss_duration: 2.3627399848057675 (+0.01708090305328369) | > avg_loss_1: 32.3956539447491 (+0.5465270555936392)  > EPOCH: 742/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:01:36)   --> TIME: 2024-06-12 00:01:42 -- STEP: 14/330 -- GLOBAL_STEP: 332875 | > loss_disc: 2.335996150970459 (2.354305454662868) | > loss_disc_real_0: 0.11200973391532898 (0.10981500148773193) | > loss_disc_real_1: 0.1945689469575882 (0.20055813874517167) | > loss_disc_real_2: 0.16505849361419678 (0.21385078983647482) | > loss_disc_real_3: 0.2363460212945938 (0.2279562151857785) | > loss_disc_real_4: 0.23485824465751648 (0.23486097902059555) | > loss_disc_real_5: 0.22431957721710205 (0.22378806344100408) | > loss_0: 2.335996150970459 (2.354305454662868) | > grad_norm_0: tensor(9.6476, device='cuda:0') (tensor(9.6257, device='cuda:0')) | > loss_gen: 2.4412715435028076 (2.5236753736223494) | > loss_kl: 1.8765897750854492 (1.9162310191563197) | > loss_feat: 7.277770042419434 (6.829943656921387) | > loss_mel: 16.553884506225586 (17.52367128644671) | > loss_duration: 1.993282675743103 (2.066568170275007) | > loss_1: 30.142797470092773 (30.860089574541366) | > grad_norm_1: tensor(87.0878, device='cuda:0') (tensor(80.4421, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.361 (0.3708990642002651) | > loader_time: 0.0037 (0.0030746800558907644)  --> TIME: 2024-06-12 00:01:51 -- STEP: 39/330 -- GLOBAL_STEP: 332900 | > loss_disc: 2.306159496307373 (2.3326276510189743) | > loss_disc_real_0: 0.13322462141513824 (0.10830101294395252) | > loss_disc_real_1: 0.16476276516914368 (0.1986882965534161) | > loss_disc_real_2: 0.19270554184913635 (0.21034385951665732) | > loss_disc_real_3: 0.21928930282592773 (0.22820662496945796) | > loss_disc_real_4: 0.22541210055351257 (0.23320122559865317) | > loss_disc_real_5: 0.1950644701719284 (0.22262454109314161) | > loss_0: 2.306159496307373 (2.3326276510189743) | > grad_norm_0: tensor(8.3908, device='cuda:0') (tensor(8.8300, device='cuda:0')) | > loss_gen: 2.4298958778381348 (2.5231673228435025) | > loss_kl: 1.9690186977386475 (1.9170293838549883) | > loss_feat: 7.67983865737915 (6.936662050393911) | > loss_mel: 17.56997299194336 (17.433507430247772) | > loss_duration: 2.005941390991211 (2.012105828676469) | > loss_1: 31.654666900634766 (30.82247186318422) | > grad_norm_1: tensor(140.0573, device='cuda:0') (tensor(88.9961, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3626 (0.3628361653058957) | > loader_time: 0.0035 (0.0033790942950126454)  --> TIME: 2024-06-12 00:02:01 -- STEP: 64/330 -- GLOBAL_STEP: 332925 | > loss_disc: 2.341487407684326 (2.3424334190785885) | > loss_disc_real_0: 0.10889606177806854 (0.1097048397641629) | > loss_disc_real_1: 0.23019921779632568 (0.19936921424232423) | > loss_disc_real_2: 0.20763792097568512 (0.20970137557014823) | > loss_disc_real_3: 0.2516982853412628 (0.22730337851680815) | > loss_disc_real_4: 0.23605486750602722 (0.23206572933122516) | > loss_disc_real_5: 0.22481463849544525 (0.22160719451494515) | > loss_0: 2.341487407684326 (2.3424334190785885) | > grad_norm_0: tensor(18.4750, device='cuda:0') (tensor(8.6161, device='cuda:0')) | > loss_gen: 2.588771343231201 (2.5018327943980685) | > loss_kl: 1.9320091009140015 (1.9174473099410534) | > loss_feat: 6.767099857330322 (6.949177443981171) | > loss_mel: 17.30484962463379 (17.438344091176987) | > loss_duration: 1.9874050617218018 (1.9969453644007442) | > loss_1: 30.580137252807617 (30.803746938705444) | > grad_norm_1: tensor(149.2829, device='cuda:0') (tensor(90.4930, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3686 (0.36393892765045166) | > loader_time: 0.0035 (0.0034642741084098816)  --> TIME: 2024-06-12 00:02:10 -- STEP: 89/330 -- GLOBAL_STEP: 332950 | > loss_disc: 2.306962728500366 (2.3570775476734287) | > loss_disc_real_0: 0.13378584384918213 (0.1124473065975007) | > loss_disc_real_1: 0.21256545186042786 (0.19823826581574558) | > loss_disc_real_2: 0.2389478236436844 (0.21114609683497568) | > loss_disc_real_3: 0.24110695719718933 (0.22763133919640874) | > loss_disc_real_4: 0.23702575266361237 (0.23380859648243765) | > loss_disc_real_5: 0.2346847504377365 (0.22305231918109936) | > loss_0: 2.306962728500366 (2.3570775476734287) | > grad_norm_0: tensor(9.3324, device='cuda:0') (tensor(9.4652, device='cuda:0')) | > loss_gen: 2.5936295986175537 (2.4928308336922287) | > loss_kl: 1.871341347694397 (1.93984128651994) | > loss_feat: 6.923262119293213 (6.9630471722463545) | > loss_mel: 17.527326583862305 (17.403236003404256) | > loss_duration: 2.00449800491333 (1.9908478166280168) | > loss_1: 30.92005729675293 (30.789803044179852) | > grad_norm_1: tensor(169.4036, device='cuda:0') (tensor(105.8151, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3645 (0.3648277668470747) | > loader_time: 0.004 (0.00354056947686699)  --> TIME: 2024-06-12 00:02:20 -- STEP: 114/330 -- GLOBAL_STEP: 332975 | > loss_disc: 2.3390190601348877 (2.365400841361598) | > loss_disc_real_0: 0.12237332761287689 (0.11425712162203956) | > loss_disc_real_1: 0.200822651386261 (0.19892762980440207) | > loss_disc_real_2: 0.1925830841064453 (0.211344277649595) | > loss_disc_real_3: 0.20585808157920837 (0.22850960388518216) | > loss_disc_real_4: 0.20985080301761627 (0.23346231956230967) | > loss_disc_real_5: 0.22048319876194 (0.22431591479924687) | > loss_0: 2.3390190601348877 (2.365400841361598) | > grad_norm_0: tensor(7.2181, device='cuda:0') (tensor(9.6300, device='cuda:0')) | > loss_gen: 2.4008960723876953 (2.4805305840676297) | > loss_kl: 1.9002656936645508 (1.9546928154794794) | > loss_feat: 6.69577169418335 (6.9390437895791575) | > loss_mel: 17.710067749023438 (17.38764289387485) | > loss_duration: 2.0167038440704346 (1.9924309975222538) | > loss_1: 30.723705291748047 (30.754341092026024) | > grad_norm_1: tensor(129.9695, device='cuda:0') (tensor(104.4350, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3706 (0.3688340333470127) | > loader_time: 0.0035 (0.00363087863252874)  --> TIME: 2024-06-12 00:02:29 -- STEP: 139/330 -- GLOBAL_STEP: 333000 | > loss_disc: 2.403769016265869 (2.3675761977545644) | > loss_disc_real_0: 0.11163032054901123 (0.11498403533113946) | > loss_disc_real_1: 0.2056492120027542 (0.19821510619396787) | > loss_disc_real_2: 0.20340141654014587 (0.2123346356608027) | > loss_disc_real_3: 0.2612651288509369 (0.22879155194587844) | > loss_disc_real_4: 0.2429729700088501 (0.2325949034244894) | > loss_disc_real_5: 0.23113220930099487 (0.2241478165705427) | > loss_0: 2.403769016265869 (2.3675761977545644) | > grad_norm_0: tensor(13.0193, device='cuda:0') (tensor(9.2241, device='cuda:0')) | > loss_gen: 2.4758639335632324 (2.4760520200935208) | > loss_kl: 1.8927122354507446 (1.9621770227555748) | > loss_feat: 6.580069541931152 (6.9418591663991815) | > loss_mel: 16.88615608215332 (17.40245740876781) | > loss_duration: 2.065869092941284 (1.9978221732077839) | > loss_1: 29.900671005249023 (30.780367775786694) | > grad_norm_1: tensor(100.7350, device='cuda:0') (tensor(100.7326, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3695 (0.3705510149756782) | > loader_time: 0.0043 (0.0037640616190519264) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_333000.pth  --> TIME: 2024-06-12 00:02:43 -- STEP: 164/330 -- GLOBAL_STEP: 333025 | > loss_disc: 2.3530712127685547 (2.3640565363372232) | > loss_disc_real_0: 0.12666508555412292 (0.11540272586592813) | > loss_disc_real_1: 0.23939195275306702 (0.1977618095896593) | > loss_disc_real_2: 0.23766866326332092 (0.21183914327766837) | > loss_disc_real_3: 0.22806070744991302 (0.2286853922939882) | > loss_disc_real_4: 0.2540246546268463 (0.232479977353317) | > loss_disc_real_5: 0.21993868052959442 (0.2234688822816058) | > loss_0: 2.3530712127685547 (2.3640565363372232) | > grad_norm_0: tensor(10.2459, device='cuda:0') (tensor(9.7501, device='cuda:0')) | > loss_gen: 2.588634967803955 (2.4746524807883485) | > loss_kl: 2.0301926136016846 (1.9736187617953231) | > loss_feat: 6.839991092681885 (6.9482705186053035) | > loss_mel: 17.21187400817871 (17.364744977253242) | > loss_duration: 2.0643463134765625 (2.0016957535976316) | > loss_1: 30.73503875732422 (30.76298247314081) | > grad_norm_1: tensor(105.2996, device='cuda:0') (tensor(104.4054, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3761 (0.3728721548871296) | > loader_time: 0.0048 (0.003887225941913884)  --> TIME: 2024-06-12 00:02:53 -- STEP: 189/330 -- GLOBAL_STEP: 333050 | > loss_disc: 2.3484675884246826 (2.3661835963133147) | > loss_disc_real_0: 0.11026705801486969 (0.11572668989184041) | > loss_disc_real_1: 0.15612034499645233 (0.19790227167190066) | > loss_disc_real_2: 0.20382127165794373 (0.21257492095705063) | > loss_disc_real_3: 0.21449099481105804 (0.2290558886748773) | > loss_disc_real_4: 0.2383485734462738 (0.23239096620726207) | > loss_disc_real_5: 0.24364829063415527 (0.22322684352990813) | > loss_0: 2.3484675884246826 (2.3661835963133147) | > grad_norm_0: tensor(9.9426, device='cuda:0') (tensor(10.7057, device='cuda:0')) | > loss_gen: 2.521463632583618 (2.4729311895118204) | > loss_kl: 2.048255443572998 (1.9796902344971108) | > loss_feat: 6.918074131011963 (6.952405147451573) | > loss_mel: 17.510583877563477 (17.345015218018236) | > loss_duration: 2.1006832122802734 (2.009680582732752) | > loss_1: 31.09906005859375 (30.759722331213574) | > grad_norm_1: tensor(201.0494, device='cuda:0') (tensor(120.4173, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3815 (0.374857988307085) | > loader_time: 0.0048 (0.004011841678114794)  --> TIME: 2024-06-12 00:03:04 -- STEP: 214/330 -- GLOBAL_STEP: 333075 | > loss_disc: 2.3309786319732666 (2.3640633799205317) | > loss_disc_real_0: 0.084853895008564 (0.11621469858093797) | > loss_disc_real_1: 0.19488310813903809 (0.1977637859287663) | > loss_disc_real_2: 0.24590754508972168 (0.2119037961569902) | > loss_disc_real_3: 0.25484392046928406 (0.2295485293475267) | > loss_disc_real_4: 0.21408851444721222 (0.2324343456703926) | > loss_disc_real_5: 0.25180569291114807 (0.22368332339781466) | > loss_0: 2.3309786319732666 (2.3640633799205317) | > grad_norm_0: tensor(24.2241, device='cuda:0') (tensor(12.9738, device='cuda:0')) | > loss_gen: 2.544098138809204 (2.4811720658685577) | > loss_kl: 1.8570711612701416 (1.987154188557206) | > loss_feat: 6.635021209716797 (6.974530271280593) | > loss_mel: 16.733009338378906 (17.313585530931718) | > loss_duration: 2.1121623516082764 (2.017460127857245) | > loss_1: 29.88136100769043 (30.773902188951723) | > grad_norm_1: tensor(275.4687, device='cuda:0') (tensor(146.7893, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.3979 (0.3775564521272606) | > loader_time: 0.005 (0.004123908337031569)  --> TIME: 2024-06-12 00:03:14 -- STEP: 239/330 -- GLOBAL_STEP: 333100 | > loss_disc: 2.405709981918335 (2.360535677506834) | > loss_disc_real_0: 0.1542811393737793 (0.11546871730099163) | > loss_disc_real_1: 0.1888349950313568 (0.1980331280740235) | > loss_disc_real_2: 0.20725496113300323 (0.21166655439961404) | > loss_disc_real_3: 0.21887026727199554 (0.22912076446052376) | > loss_disc_real_4: 0.26268842816352844 (0.23146929489020024) | > loss_disc_real_5: 0.21317821741104126 (0.222348506605276) | > loss_0: 2.405709981918335 (2.360535677506834) | > grad_norm_0: tensor(16.4338, device='cuda:0') (tensor(14.9619, device='cuda:0')) | > loss_gen: 2.460496425628662 (2.493302344278313) | > loss_kl: 2.0567901134490967 (1.9917604145145815) | > loss_feat: 6.742795944213867 (6.987140198631766) | > loss_mel: 17.3093318939209 (17.300998919179758) | > loss_duration: 2.067636489868164 (2.026014320022392) | > loss_1: 30.63705062866211 (30.799216202612204) | > grad_norm_1: tensor(151.8876, device='cuda:0') (tensor(174.4334, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.4343 (0.38128632880653796) | > loader_time: 0.0056 (0.004241874527232917)  --> TIME: 2024-06-12 00:03:25 -- STEP: 264/330 -- GLOBAL_STEP: 333125 | > loss_disc: 2.3133225440979004 (2.363924040035768) | > loss_disc_real_0: 0.16320021450519562 (0.11747499690814452) | > loss_disc_real_1: 0.23685453832149506 (0.19828769463029775) | > loss_disc_real_2: 0.21612198650836945 (0.2119675435577378) | > loss_disc_real_3: 0.23070189356803894 (0.22936084245642027) | > loss_disc_real_4: 0.20625385642051697 (0.2316906009095185) | > loss_disc_real_5: 0.22553710639476776 (0.2217160633228945) | > loss_0: 2.3133225440979004 (2.363924040035768) | > grad_norm_0: tensor(12.7414, device='cuda:0') (tensor(16.5733, device='cuda:0')) | > loss_gen: 2.743320941925049 (2.4910985005624378) | > loss_kl: 2.118622064590454 (1.9970698081182712) | > loss_feat: 7.668298244476318 (6.994184302561211) | > loss_mel: 16.59485626220703 (17.260867862990416) | > loss_duration: 2.1549105644226074 (2.034434084639405) | > loss_1: 31.28000831604004 (30.77765455390468) | > grad_norm_1: tensor(436.9761, device='cuda:0') (tensor(196.3950, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.4545 (0.3873903652032216) | > loader_time: 0.0063 (0.004408933899619363)  --> TIME: 2024-06-12 00:03:37 -- STEP: 289/330 -- GLOBAL_STEP: 333150 | > loss_disc: 2.4286916255950928 (2.3634714750270116) | > loss_disc_real_0: 0.1329963356256485 (0.11862957975134306) | > loss_disc_real_1: 0.20113863050937653 (0.19800672002110925) | > loss_disc_real_2: 0.25340893864631653 (0.21167039020457482) | > loss_disc_real_3: 0.20056496560573578 (0.229197779638132) | > loss_disc_real_4: 0.22448836266994476 (0.23161847471778374) | > loss_disc_real_5: 0.20330698788166046 (0.221833479755065) | > loss_0: 2.4286916255950928 (2.3634714750270116) | > grad_norm_0: tensor(24.6374, device='cuda:0') (tensor(16.5664, device='cuda:0')) | > loss_gen: 2.372299909591675 (2.487119587234973) | > loss_kl: 1.9472819566726685 (1.9997877138296214) | > loss_feat: 6.462162971496582 (6.9978030643661135) | > loss_mel: 16.30047035217285 (17.210531676929314) | > loss_duration: 2.180809497833252 (2.0443495276890005) | > loss_1: 29.263023376464844 (30.739591539112343) | > grad_norm_1: tensor(122.9613, device='cuda:0') (tensor(199.5521, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.4752 (0.39341851501728836) | > loader_time: 0.0072 (0.004576735018033883)  --> TIME: 2024-06-12 00:03:50 -- STEP: 314/330 -- GLOBAL_STEP: 333175 | > loss_disc: 2.463663339614868 (2.3671365042400963) | > loss_disc_real_0: 0.09966570138931274 (0.12035448196682201) | > loss_disc_real_1: 0.22369655966758728 (0.19855130990599368) | > loss_disc_real_2: 0.20974388718605042 (0.21168036412471422) | > loss_disc_real_3: 0.23361149430274963 (0.22955191605220174) | > loss_disc_real_4: 0.25543513894081116 (0.23186370739891277) | > loss_disc_real_5: 0.225750133395195 (0.2221816754929579) | > loss_0: 2.463663339614868 (2.3671365042400963) | > grad_norm_0: tensor(46.5956, device='cuda:0') (tensor(17.9496, device='cuda:0')) | > loss_gen: 2.282331943511963 (2.484406035417207) | > loss_kl: 2.027414321899414 (2.001794210285137) | > loss_feat: 6.3429951667785645 (7.00697285506376) | > loss_mel: 15.918394088745117 (17.169803935251434) | > loss_duration: 2.247997999191284 (2.057566743747444) | > loss_1: 28.81913185119629 (30.720543709530194) | > grad_norm_1: tensor(417.3080, device='cuda:0') (tensor(212.9606, device='cuda:0')) | > current_lr_0: 0.00018228320866556875 | > current_lr_1: 0.00018228320866556875 | > step_time: 0.5282 (0.40164024510960666) | > loader_time: 0.0077 (0.004793985634093071)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.472795248031616 (2.472795248031616) | > loss_disc_real_0: 0.0953693836927414 (0.0953693836927414) | > loss_disc_real_1: 0.18063896894454956 (0.18063896894454956) | > loss_disc_real_2: 0.2732187509536743 (0.2732187509536743) | > loss_disc_real_3: 0.2818981409072876 (0.2818981409072876) | > loss_disc_real_4: 0.27396634221076965 (0.27396634221076965) | > loss_disc_real_5: 0.21960917115211487 (0.21960917115211487) | > loss_0: 2.472795248031616 (2.472795248031616) | > loss_gen: 2.245589256286621 (2.245589256286621) | > loss_kl: 1.8359452486038208 (1.8359452486038208) | > loss_feat: 5.515690326690674 (5.515690326690674) | > loss_mel: 14.258305549621582 (14.258305549621582) | > loss_duration: 3.001331329345703 (3.001331329345703) | > loss_1: 26.856861114501953 (26.856861114501953)  --> STEP: 1 | > loss_disc: 2.2910141944885254 (2.2910141944885254) | > loss_disc_real_0: 0.07749436795711517 (0.07749436795711517) | > loss_disc_real_1: 0.22620725631713867 (0.22620725631713867) | > loss_disc_real_2: 0.2722708582878113 (0.2722708582878113) | > loss_disc_real_3: 0.2520173490047455 (0.2520173490047455) | > loss_disc_real_4: 0.2606196403503418 (0.2606196403503418) | > loss_disc_real_5: 0.22859801352024078 (0.22859801352024078) | > loss_0: 2.2910141944885254 (2.2910141944885254) | > loss_gen: 2.581191301345825 (2.581191301345825) | > loss_kl: 3.067833423614502 (3.067833423614502) | > loss_feat: 5.520665645599365 (5.520665645599365) | > loss_mel: 16.875429153442383 (16.875429153442383) | > loss_duration: 2.403571128845215 (2.403571128845215) | > loss_1: 30.448692321777344 (30.448692321777344)  --> STEP: 2 | > loss_disc: 2.540694236755371 (2.4158542156219482) | > loss_disc_real_0: 0.09475285559892654 (0.08612361177802086) | > loss_disc_real_1: 0.13437877595424652 (0.1802930161356926) | > loss_disc_real_2: 0.2817862927913666 (0.27702857553958893) | > loss_disc_real_3: 0.3261891007423401 (0.2891032248735428) | > loss_disc_real_4: 0.2714489698410034 (0.2660343050956726) | > loss_disc_real_5: 0.3285771906375885 (0.27858760207891464) | > loss_0: 2.540694236755371 (2.4158542156219482) | > loss_gen: 2.410830020904541 (2.496010661125183) | > loss_kl: 2.830129861831665 (2.9489816427230835) | > loss_feat: 6.006324291229248 (5.763494968414307) | > loss_mel: 17.78139305114746 (17.328411102294922) | > loss_duration: 2.389864444732666 (2.3967177867889404) | > loss_1: 31.418540954589844 (30.933616638183594)  --> STEP: 3 | > loss_disc: 2.428997039794922 (2.4202351570129395) | > loss_disc_real_0: 0.07623127102851868 (0.08282616486152013) | > loss_disc_real_1: 0.11317230761051178 (0.15791944662729898) | > loss_disc_real_2: 0.3319825232028961 (0.29534655809402466) | > loss_disc_real_3: 0.262557715177536 (0.2802547216415405) | > loss_disc_real_4: 0.32326027750968933 (0.28510962923367816) | > loss_disc_real_5: 0.27915337681770325 (0.27877619365851086) | > loss_0: 2.428997039794922 (2.4202351570129395) | > loss_gen: 2.557753801345825 (2.516591707865397) | > loss_kl: 3.674011468887329 (3.1906582514444985) | > loss_feat: 5.965926170349121 (5.830972035725911) | > loss_mel: 18.36773109436035 (17.674851099650066) | > loss_duration: 2.3962509632110596 (2.396562178929647) | > loss_1: 32.961673736572266 (31.609635670979817)  --> STEP: 4 | > loss_disc: 2.6462903022766113 (2.4767489433288574) | > loss_disc_real_0: 0.15122954547405243 (0.0999270100146532) | > loss_disc_real_1: 0.2415216565132141 (0.17881999909877777) | > loss_disc_real_2: 0.28621724247932434 (0.2930642291903496) | > loss_disc_real_3: 0.2356618195772171 (0.26910649612545967) | > loss_disc_real_4: 0.20025990903377533 (0.26389719918370247) | > loss_disc_real_5: 0.24152816832065582 (0.2694641873240471) | > loss_0: 2.6462903022766113 (2.4767489433288574) | > loss_gen: 2.1083595752716064 (2.4145336747169495) | > loss_kl: 3.608367681503296 (3.295085608959198) | > loss_feat: 5.136502742767334 (5.657354712486267) | > loss_mel: 18.17343521118164 (17.79949712753296) | > loss_duration: 2.3280582427978516 (2.379436194896698) | > loss_1: 31.35472297668457 (31.545907497406006)  --> STEP: 5 | > loss_disc: 2.567620277404785 (2.494923210144043) | > loss_disc_real_0: 0.14865364134311676 (0.10967233628034592) | > loss_disc_real_1: 0.1402156800031662 (0.17109913527965545) | > loss_disc_real_2: 0.22584950923919678 (0.27962128520011903) | > loss_disc_real_3: 0.34043437242507935 (0.2833720713853836) | > loss_disc_real_4: 0.2823352813720703 (0.26758481562137604) | > loss_disc_real_5: 0.2346218377351761 (0.26249571740627287) | > loss_0: 2.567620277404785 (2.494923210144043) | > loss_gen: 2.2998948097229004 (2.3916059017181395) | > loss_kl: 2.7929368019104004 (3.1946558475494387) | > loss_feat: 5.354480743408203 (5.596779918670654) | > loss_mel: 19.695711135864258 (18.178739929199217) | > loss_duration: 2.427828311920166 (2.3891146183013916) | > loss_1: 32.57085037231445 (31.750896072387697)  --> STEP: 6 | > loss_disc: 2.2535579204559326 (2.4546956618626914) | > loss_disc_real_0: 0.05761377885937691 (0.10099591004351775) | > loss_disc_real_1: 0.14383484423160553 (0.16655508677164713) | > loss_disc_real_2: 0.2500871419906616 (0.2746989279985428) | > loss_disc_real_3: 0.3028154671192169 (0.2866126373410225) | > loss_disc_real_4: 0.2680157423019409 (0.2676566367348035) | > loss_disc_real_5: 0.23277045786380768 (0.2575415074825287) | > loss_0: 2.2535579204559326 (2.4546956618626914) | > loss_gen: 2.7010109424591064 (2.443173408508301) | > loss_kl: 2.7560014724731445 (3.1215467850367227) | > loss_feat: 6.6035637855529785 (5.764577229817708) | > loss_mel: 17.454111099243164 (18.057968457539875) | > loss_duration: 2.1615254878997803 (2.3511830965677896) | > loss_1: 31.67621421813965 (31.738449096679688)  --> STEP: 7 | > loss_disc: 2.120676040649414 (2.406978573117937) | > loss_disc_real_0: 0.07966006547212601 (0.09794793224760465) | > loss_disc_real_1: 0.1548161506652832 (0.16487809589930943) | > loss_disc_real_2: 0.18735046684741974 (0.2622205764055252) | > loss_disc_real_3: 0.1587064117193222 (0.2683403193950653) | > loss_disc_real_4: 0.14378759264945984 (0.24996105900832585) | > loss_disc_real_5: 0.12724758684635162 (0.2389280902487891) | > loss_0: 2.120676040649414 (2.406978573117937) | > loss_gen: 2.1338603496551514 (2.3989858286721364) | > loss_kl: 4.678645133972168 (3.343989406313215) | > loss_feat: 8.586368560791016 (6.167690277099609) | > loss_mel: 19.169994354248047 (18.216829299926758) | > loss_duration: 2.5137524604797363 (2.3744072914123535) | > loss_1: 37.08262252807617 (32.50190244402204)  --> STEP: 8 | > loss_disc: 2.416292905807495 (2.408142864704132) | > loss_disc_real_0: 0.1924414187669754 (0.10975961806252599) | > loss_disc_real_1: 0.1479482799768448 (0.16276186890900135) | > loss_disc_real_2: 0.24023236334323883 (0.2594720497727394) | > loss_disc_real_3: 0.245204359292984 (0.26544832438230515) | > loss_disc_real_4: 0.22823630273342133 (0.24724546447396278) | > loss_disc_real_5: 0.234756201505661 (0.2384066041558981) | > loss_0: 2.416292905807495 (2.408142864704132) | > loss_gen: 2.3161683082580566 (2.3886336386203766) | > loss_kl: 3.426187753677368 (3.354264199733734) | > loss_feat: 6.934675216674805 (6.263563394546509) | > loss_mel: 17.454076766967773 (18.121485233306885) | > loss_duration: 2.2307400703430176 (2.3564488887786865) | > loss_1: 32.361846923828125 (32.4843955039978)  --> STEP: 9 | > loss_disc: 2.356473207473755 (2.4024017916785345) | > loss_disc_real_0: 0.13672803342342377 (0.1127561086581813) | > loss_disc_real_1: 0.14846855401992798 (0.16117372281021541) | > loss_disc_real_2: 0.25482097268104553 (0.2589552634292179) | > loss_disc_real_3: 0.23944708704948425 (0.26255929801199174) | > loss_disc_real_4: 0.26423048973083496 (0.24913268950250414) | > loss_disc_real_5: 0.25354889035224915 (0.2400890803999371) | > loss_0: 2.356473207473755 (2.4024017916785345) | > loss_gen: 2.495701551437378 (2.400530073377821) | > loss_kl: 2.8391878604888916 (3.297033495373196) | > loss_feat: 6.760458946228027 (6.318774011400011) | > loss_mel: 18.61815071105957 (18.176670286390518) | > loss_duration: 2.170442819595337 (2.335781547758314) | > loss_1: 32.883941650390625 (32.52878952026367)  --> STEP: 10 | > loss_disc: 2.0769340991973877 (2.36985502243042) | > loss_disc_real_0: 0.06848277151584625 (0.1083287749439478) | > loss_disc_real_1: 0.14714831113815308 (0.15977118164300919) | > loss_disc_real_2: 0.3452637791633606 (0.26758611500263213) | > loss_disc_real_3: 0.23606303334236145 (0.2599096715450287) | > loss_disc_real_4: 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(17.92350498835246) | > loss_duration: 2.3101677894592285 (2.348703980445862) | > loss_1: 30.178497314453125 (32.53601519266764)  --> STEP: 13 | > loss_disc: 2.5022826194763184 (2.35399840428279) | > loss_disc_real_0: 0.10814362019300461 (0.10223751715742625) | > loss_disc_real_1: 0.20064160227775574 (0.16622841816682082) | > loss_disc_real_2: 0.25438806414604187 (0.25542655014074767) | > loss_disc_real_3: 0.3409588932991028 (0.25843541897260225) | > loss_disc_real_4: 0.2655321955680847 (0.24646821847328773) | > loss_disc_real_5: 0.2880958020687103 (0.23061083715695602) | > loss_0: 2.5022826194763184 (2.35399840428279) | > loss_gen: 2.466665029525757 (2.4255574483137865) | > loss_kl: 3.7553889751434326 (3.2948201436262865) | > loss_feat: 6.096889495849609 (6.547670070941631) | > loss_mel: 17.71136474609375 (17.90718650817871) | > loss_duration: 2.2572999000549316 (2.341672897338867) | > loss_1: 32.2876091003418 (32.5169070317195)  --> STEP: 14 | > loss_disc: 2.4265623092651367 (2.3591815403529575) | > loss_disc_real_0: 0.15500855445861816 (0.10600687696465425) | > loss_disc_real_1: 0.1460253745317459 (0.16478534362145833) | > loss_disc_real_2: 0.2608184218406677 (0.2558116838335991) | > loss_disc_real_3: 0.2704625129699707 (0.2592944971152714) | > loss_disc_real_4: 0.26421669125556946 (0.247735966529165) | > loss_disc_real_5: 0.27653926610946655 (0.23389143922499248) | > loss_0: 2.4265623092651367 (2.3591815403529575) | > loss_gen: 2.469975471496582 (2.428730164255415) | > loss_kl: 3.830409288406372 (3.3330765111105785) | > loss_feat: 5.873352527618408 (6.49950453213283) | > loss_mel: 18.134355545043945 (17.9234128679548) | > loss_duration: 2.4337878227233887 (2.348252534866333) | > loss_1: 32.74188232421875 (32.53297669546944)  --> STEP: 15 | > loss_disc: 2.3156704902648926 (2.35628080368042) | > loss_disc_real_0: 0.05440264195203781 (0.10256659463047982) | > loss_disc_real_1: 0.15459464490413666 (0.16410596370697023) | > loss_disc_real_2: 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loss_disc_real_5: 0.1914142370223999 (0.22735545597970486) | > loss_0: 2.3992018699645996 (2.358963370323181) | > loss_gen: 2.2664968967437744 (2.4006510227918625) | > loss_kl: 2.9706509113311768 (3.3216895014047623) | > loss_feat: 6.8161234855651855 (6.682409703731537) | > loss_mel: 17.991260528564453 (17.982786655426025) | > loss_duration: 2.4516615867614746 (2.35446098446846) | > loss_1: 32.496192932128906 (32.741997957229614)  --> STEP: 17 | > loss_disc: 2.3712806701660156 (2.3596879173727596) | > loss_disc_real_0: 0.07771666347980499 (0.10621460812056766) | > loss_disc_real_1: 0.1721324771642685 (0.1654928423026029) | > loss_disc_real_2: 0.2841344177722931 (0.2504880437079598) | > loss_disc_real_3: 0.3753946125507355 (0.26647237819783826) | > loss_disc_real_4: 0.2819627523422241 (0.2433866849716972) | > loss_disc_real_5: 0.3150540292263031 (0.23251419558244593) | > loss_0: 2.3712806701660156 (2.3596879173727596) | > loss_gen: 2.7370734214782715 (2.420440575655769) | > loss_kl: 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(2.3520439068476358) | > loss_1: 35.622398376464844 (32.81168927086724)  --> STEP: 19 | > loss_disc: 2.540355682373047 (2.3761703968048096) | > loss_disc_real_0: 0.17870914936065674 (0.10888240270708736) | > loss_disc_real_1: 0.2761022746562958 (0.16880564117117933) | > loss_disc_real_2: 0.20942799746990204 (0.24311603762601552) | > loss_disc_real_3: 0.29014337062835693 (0.2677229972262132) | > loss_disc_real_4: 0.2512440085411072 (0.24079420535187973) | > loss_disc_real_5: 0.2685641050338745 (0.23343914825665324) | > loss_0: 2.540355682373047 (2.3761703968048096) | > loss_gen: 2.300462484359741 (2.396670253653275) | > loss_kl: 2.1284539699554443 (3.192283140985589) | > loss_feat: 6.745351791381836 (6.869719153956363) | > loss_mel: 16.83594512939453 (17.87205525448448) | > loss_duration: 2.318802833557129 (2.3502943766744515) | > loss_1: 30.329017639160156 (32.681022342882656)  --> STEP: 20 | > loss_disc: 2.6159396171569824 (2.388158857822418) | > loss_disc_real_0: 0.1288924515247345 (0.10988290514796972) | > loss_disc_real_1: 0.1395222246646881 (0.16734147034585475) | > loss_disc_real_2: 0.26579973101615906 (0.24425022229552268) | > loss_disc_real_3: 0.31784266233444214 (0.2702289804816246) | > loss_disc_real_4: 0.23977632820606232 (0.24074331149458886) | > loss_disc_real_5: 0.2100505530834198 (0.23226971849799155) | > loss_0: 2.6159396171569824 (2.388158857822418) | > loss_gen: 2.051440715789795 (2.379408776760101) | > loss_kl: 2.5044567584991455 (3.1578918218612673) | > loss_feat: 7.429600238800049 (6.897713208198548) | > loss_mel: 19.00554084777832 (17.92872953414917) | > loss_duration: 2.3092241287231445 (2.348240864276886) | > loss_1: 33.300262451171875 (32.71198434829712)  --> STEP: 21 | > loss_disc: 2.3056092262268066 (2.384227922984532) | > loss_disc_real_0: 0.06866761296987534 (0.10792027218710809) | > loss_disc_real_1: 0.14780978858470917 (0.16641139026199067) | > loss_disc_real_2: 0.21440471708774567 (0.242829007761819) | > loss_disc_real_3: 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(6.685772336047629) | > loss_mel: 15.659337043762207 (17.638236170229703) | > loss_duration: 2.283496856689453 (2.332188958707064) | > loss_1: 27.43717384338379 (32.07234813856042)  --> STEP: 24 | > loss_disc: 2.343848466873169 (2.4016132255395255) | > loss_disc_real_0: 0.13047780096530914 (0.11067216920976837) | > loss_disc_real_1: 0.18921826779842377 (0.16977277304977179) | > loss_disc_real_2: 0.24100631475448608 (0.24240044256051382) | > loss_disc_real_3: 0.2758869528770447 (0.2688555909941594) | > loss_disc_real_4: 0.24726949632167816 (0.2428055548419555) | > loss_disc_real_5: 0.26866596937179565 (0.23407766285041967) | > loss_0: 2.343848466873169 (2.4016132255395255) | > loss_gen: 2.5209250450134277 (2.358959972858429) | > loss_kl: 2.2458369731903076 (3.030132681131363) | > loss_feat: 7.415772914886475 (6.716189026832581) | > loss_mel: 17.98409652709961 (17.652647018432617) | > loss_duration: 2.3832342624664307 (2.334315846363704) | > loss_1: 32.54986572265625 (32.092244704564415)  --> STEP: 25 | > loss_disc: 2.5588130950927734 (2.4079012203216554) | > loss_disc_real_0: 0.10144757479429245 (0.11030318543314933) | > loss_disc_real_1: 0.18139658868312836 (0.17023772567510606) | > loss_disc_real_2: 0.2205912172794342 (0.24152807354927064) | > loss_disc_real_3: 0.2743852734565735 (0.26907677829265597) | > loss_disc_real_4: 0.2625593841075897 (0.24359570801258087) | > loss_disc_real_5: 0.2560064196586609 (0.23495481312274932) | > loss_0: 2.5588130950927734 (2.4079012203216554) | > loss_gen: 2.059770345687866 (2.3469923877716066) | > loss_kl: 3.0701467990875244 (3.0317332458496096) | > loss_feat: 5.951807498931885 (6.685613765716552) | > loss_mel: 15.715750694274902 (17.57517116546631) | > loss_duration: 2.389176845550537 (2.3365102863311775) | > loss_1: 29.18665313720703 (31.976021041870116)  --> STEP: 26 | > loss_disc: 2.6370742321014404 (2.4167155669285703) | > loss_disc_real_0: 0.12460527569055557 (0.11085326582766496) | > loss_disc_real_1: 0.14557507634162903 (0.1692891622392031) | > loss_disc_real_2: 0.27726036310195923 (0.2429023923782202) | > loss_disc_real_3: 0.22161701321601868 (0.2672514027127853) | > loss_disc_real_4: 0.23084402084350586 (0.24310525850607798) | > loss_disc_real_5: 0.1863175481557846 (0.23308414908555838) | > loss_0: 2.6370742321014404 (2.4167155669285703) | > loss_gen: 1.9516668319702148 (2.331787558702322) | > loss_kl: 2.4500019550323486 (3.009358965433561) | > loss_feat: 8.951019287109375 (6.772744747308584) | > loss_mel: 18.114498138427734 (17.595914510580208) | > loss_duration: 2.3038134574890137 (2.3352527159910945) | > loss_1: 33.770999908447266 (32.045058690584625) --> EVAL PERFORMANCE | > avg_loader_time: 0.002456509149991549 (-2.9215445885292634e-05) | > avg_loss_disc: 2.4167155669285703 (-0.005336880683898926) | > avg_loss_disc_real_0: 0.11085326582766496 (-0.04378179073906861) | > avg_loss_disc_real_1: 0.1692891622392031 (-0.01642374637035221) | > avg_loss_disc_real_2: 0.2429023923782202 (+0.06631008764872184) | > avg_loss_disc_real_3: 0.2672514027127853 (+0.056603519389262585) | > avg_loss_disc_real_4: 0.24310525850607798 (+0.015381381775324138) | > avg_loss_disc_real_5: 0.23308414908555838 (+0.009065631490487336) | > avg_loss_0: 2.4167155669285703 (-0.005336880683898926) | > avg_loss_gen: 2.331787558702322 (+0.052252778640160535) | > avg_loss_kl: 3.009358965433561 (+0.07745402592879058) | > avg_loss_feat: 6.772744747308584 (-0.6834289660820598) | > avg_loss_mel: 17.595914510580208 (+0.230613598456749) | > avg_loss_duration: 2.3352527159910945 (-0.027487268814673005) | > avg_loss_1: 32.045058690584625 (-0.35059525416447457)  > EPOCH: 743/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:04:18)   --> TIME: 2024-06-12 00:04:22 -- STEP: 9/330 -- GLOBAL_STEP: 333200 | > loss_disc: 2.454555034637451 (2.327953126695421) | > loss_disc_real_0: 0.09079848229885101 (0.09332319762971666) | > loss_disc_real_1: 0.19059032201766968 (0.20552539163165623) | > loss_disc_real_2: 0.23176759481430054 (0.20575753185484144) | > loss_disc_real_3: 0.24514810740947723 (0.22615313861105177) | > loss_disc_real_4: 0.24722261726856232 (0.21348845627572802) | > loss_disc_real_5: 0.23568516969680786 (0.21695965859625074) | > loss_0: 2.454555034637451 (2.327953126695421) | > grad_norm_0: tensor(19.1818, device='cuda:0') (tensor(10.4728, device='cuda:0')) | > loss_gen: 2.4690732955932617 (2.471209685007731) | > loss_kl: 1.8559479713439941 (1.9604771004782782) | > loss_feat: 6.310688018798828 (6.866881688435872) | > loss_mel: 17.74586296081543 (17.82491832309299) | > loss_duration: 2.0630533695220947 (2.1064172055986194) | > loss_1: 30.444625854492188 (31.22990396287706) | > grad_norm_1: tensor(109.2581, device='cuda:0') (tensor(116.8012, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3582 (0.3831775188446045) | > loader_time: 0.0032 (0.0032413270738389757)  --> TIME: 2024-06-12 00:04:32 -- STEP: 34/330 -- GLOBAL_STEP: 333225 | > loss_disc: 2.3528125286102295 (2.3461709793876198) | > loss_disc_real_0: 0.09518243372440338 (0.1085297195788692) | > loss_disc_real_1: 0.18176700174808502 (0.19841905201182647) | > loss_disc_real_2: 0.2274460792541504 (0.20802564261590734) | > loss_disc_real_3: 0.24818749725818634 (0.22688665854580262) | > loss_disc_real_4: 0.24558477103710175 (0.23109749485464656) | > loss_disc_real_5: 0.24661415815353394 (0.22346197287825978) | > loss_0: 2.3528125286102295 (2.3461709793876198) | > grad_norm_0: tensor(5.5512, device='cuda:0') (tensor(10.0107, device='cuda:0')) | > loss_gen: 2.5529725551605225 (2.50250390697928) | > loss_kl: 2.174138069152832 (1.9411119503133438) | > loss_feat: 6.852851867675781 (6.950975670534022) | > loss_mel: 17.36065101623535 (17.620417763205133) | > loss_duration: 2.005532741546631 (2.013659582418554) | > loss_1: 30.946147918701172 (31.02866896461038) | > grad_norm_1: tensor(59.9172, device='cuda:0') (tensor(108.1802, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3576 (0.37420279839459586) | > loader_time: 0.0035 (0.003602455644046559)  --> TIME: 2024-06-12 00:04:41 -- STEP: 59/330 -- GLOBAL_STEP: 333250 | > loss_disc: 2.387476682662964 (2.3479245557623396) | > loss_disc_real_0: 0.08140849322080612 (0.10970802870342287) | > loss_disc_real_1: 0.18414731323719025 (0.19805724767305086) | > loss_disc_real_2: 0.24423977732658386 (0.20796759729668246) | > loss_disc_real_3: 0.21873202919960022 (0.227831463945114) | > loss_disc_real_4: 0.23817852139472961 (0.23145107672376147) | > loss_disc_real_5: 0.23580564558506012 (0.2239940158896527) | > loss_0: 2.387476682662964 (2.3479245557623396) | > grad_norm_0: tensor(10.7613, device='cuda:0') (tensor(9.4215, device='cuda:0')) | > loss_gen: 2.3732991218566895 (2.5005453441102627) | > loss_kl: 1.85177743434906 (1.9359047816971602) | > loss_feat: 7.032761096954346 (7.002015445191981) | > loss_mel: 16.862232208251953 (17.450566889876022) | > loss_duration: 1.9697036743164062 (1.9947622792195465) | > loss_1: 30.089773178100586 (30.883794881529727) | > grad_norm_1: tensor(126.3636, device='cuda:0') (tensor(98.8861, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3609 (0.37247488862377104) | > loader_time: 0.0043 (0.00368379738371251)  --> TIME: 2024-06-12 00:04:51 -- STEP: 84/330 -- GLOBAL_STEP: 333275 | > loss_disc: 2.378152370452881 (2.3522214832760033) | > loss_disc_real_0: 0.11688801646232605 (0.1112589683561098) | > loss_disc_real_1: 0.19895786046981812 (0.19728916883468628) | > loss_disc_real_2: 0.23634126782417297 (0.20889486177336603) | > loss_disc_real_3: 0.23122546076774597 (0.2282788341953641) | > loss_disc_real_4: 0.2598279118537903 (0.23167722086821282) | > loss_disc_real_5: 0.23859284818172455 (0.22311386980471157) | > loss_0: 2.378152370452881 (2.3522214832760033) | > grad_norm_0: tensor(11.5335, device='cuda:0') (tensor(9.6814, device='cuda:0')) | > loss_gen: 2.4704337120056152 (2.489981804575239) | > loss_kl: 2.0567116737365723 (1.9622495429856437) | > loss_feat: 6.8302483558654785 (6.99984149705796) | > loss_mel: 16.70090675354004 (17.44363310223534) | > loss_duration: 2.0499958992004395 (1.9886618157227833) | > loss_1: 30.10829734802246 (30.884367738451278) | > grad_norm_1: tensor(80.9661, device='cuda:0') (tensor(109.4498, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3741 (0.37327637842723305) | > loader_time: 0.0048 (0.003740432716551281)  --> TIME: 2024-06-12 00:05:01 -- STEP: 109/330 -- GLOBAL_STEP: 333300 | > loss_disc: 2.2820959091186523 (2.351763250630929) | > loss_disc_real_0: 0.08849909156560898 (0.11179910538666839) | > loss_disc_real_1: 0.18388798832893372 (0.1970200086132102) | > loss_disc_real_2: 0.20318503677845 (0.20898565239862565) | > loss_disc_real_3: 0.24093127250671387 (0.2283811226077036) | > loss_disc_real_4: 0.25387662649154663 (0.23192872995630318) | > loss_disc_real_5: 0.2428865134716034 (0.22317358208905666) | > loss_0: 2.2820959091186523 (2.351763250630929) | > grad_norm_0: tensor(20.0118, device='cuda:0') (tensor(10.2658, device='cuda:0')) | > loss_gen: 2.698796272277832 (2.487071621308634) | > loss_kl: 2.125013589859009 (1.9714057500209283) | > loss_feat: 7.2724289894104 (6.970030994590269) | > loss_mel: 17.146121978759766 (17.35230325121398) | > loss_duration: 1.9364275932312012 (1.9909724347088316) | > loss_1: 31.178787231445312 (30.771783968724243) | > grad_norm_1: tensor(263.7452, device='cuda:0') (tensor(122.2971, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3845 (0.37536547380849855) | > loader_time: 0.0038 (0.003861919455572006)  --> TIME: 2024-06-12 00:05:10 -- STEP: 134/330 -- GLOBAL_STEP: 333325 | > loss_disc: 2.396796226501465 (2.3553335986920247) | > loss_disc_real_0: 0.11052265763282776 (0.11262446369475394) | > loss_disc_real_1: 0.2037080079317093 (0.19624821552589758) | > loss_disc_real_2: 0.23944595456123352 (0.2111449846580847) | > loss_disc_real_3: 0.22564011812210083 (0.22865518338199872) | > loss_disc_real_4: 0.2266404777765274 (0.2304840706177612) | > loss_disc_real_5: 0.22775015234947205 (0.2227017604815426) | > loss_0: 2.396796226501465 (2.3553335986920247) | > grad_norm_0: tensor(25.9032, device='cuda:0') (tensor(10.8547, device='cuda:0')) | > loss_gen: 2.530532121658325 (2.487883338287696) | > loss_kl: 2.0955023765563965 (1.9832574102415967) | > loss_feat: 6.578774452209473 (6.987028776709713) | > loss_mel: 17.800989151000977 (17.384874585849136) | > loss_duration: 2.0124106407165527 (1.9956759107646658) | > loss_1: 31.01820945739746 (30.83872000850848) | > grad_norm_1: tensor(265.9070, device='cuda:0') (tensor(137.2727, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3854 (0.37616380648826486) | > loader_time: 0.0045 (0.003952229200904049)  --> TIME: 2024-06-12 00:05:20 -- STEP: 159/330 -- GLOBAL_STEP: 333350 | > loss_disc: 2.4617981910705566 (2.3611113350346407) | > loss_disc_real_0: 0.128713458776474 (0.1139842694004377) | > loss_disc_real_1: 0.19036300480365753 (0.19625341198729268) | > loss_disc_real_2: 0.19508811831474304 (0.21200144787629446) | > loss_disc_real_3: 0.23190917074680328 (0.22912021271837582) | > loss_disc_real_4: 0.23137575387954712 (0.23117131950720302) | > loss_disc_real_5: 0.21992741525173187 (0.22310232816252318) | > loss_0: 2.4617981910705566 (2.3611113350346407) | > grad_norm_0: tensor(39.0650, device='cuda:0') (tensor(13.1361, device='cuda:0')) | > loss_gen: 2.5920794010162354 (2.4864734283783148) | > loss_kl: 2.104379892349243 (1.9892886974526651) | > loss_feat: 6.790808200836182 (6.9614578103119475) | > loss_mel: 16.77268409729004 (17.37733945306742) | > loss_duration: 2.017211675643921 (1.999368262740801) | > loss_1: 30.277164459228516 (30.81392768044142) | > grad_norm_1: tensor(445.6951, device='cuda:0') (tensor(163.4331, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3905 (0.3776056211699479) | > loader_time: 0.0047 (0.004023357007488515)  --> TIME: 2024-06-12 00:05:30 -- STEP: 184/330 -- GLOBAL_STEP: 333375 | > loss_disc: 2.3300282955169678 (2.368502716655317) | > loss_disc_real_0: 0.12471413612365723 (0.11567121456660656) | > loss_disc_real_1: 0.20234179496765137 (0.19647096915413503) | > loss_disc_real_2: 0.18403922021389008 (0.21271098218858242) | > loss_disc_real_3: 0.2273467779159546 (0.23009479588464551) | > loss_disc_real_4: 0.2250319868326187 (0.23093481831576512) | > loss_disc_real_5: 0.22828173637390137 (0.22286884899696577) | > loss_0: 2.3300282955169678 (2.368502716655317) | > grad_norm_0: tensor(30.4164, device='cuda:0') (tensor(15.3563, device='cuda:0')) | > loss_gen: 2.44720196723938 (2.480974661267322) | > loss_kl: 2.061758041381836 (1.9976967799922694) | > loss_feat: 7.5157246589660645 (6.954046078350233) | > loss_mel: 17.10697364807129 (17.371804652006723) | > loss_duration: 2.0320096015930176 (2.006388273576031) | > loss_1: 31.163667678833008 (30.810910452967104) | > grad_norm_1: tensor(395.3837, device='cuda:0') (tensor(184.3557, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.3882 (0.37950399129287044) | > loader_time: 0.0052 (0.004121954026429553)  --> TIME: 2024-06-12 00:05:40 -- STEP: 209/330 -- GLOBAL_STEP: 333400 | > loss_disc: 2.396836996078491 (2.3683689062675235) | > loss_disc_real_0: 0.11433101445436478 (0.11613509251455373) | > loss_disc_real_1: 0.219129741191864 (0.19711540653659967) | > loss_disc_real_2: 0.228578120470047 (0.21244745034920542) | > loss_disc_real_3: 0.24377776682376862 (0.2296016056571851) | > loss_disc_real_4: 0.22794295847415924 (0.23093669137886266) | > loss_disc_real_5: 0.20881260931491852 (0.22275265937216543) | > loss_0: 2.396836996078491 (2.3683689062675235) | > grad_norm_0: tensor(38.4321, device='cuda:0') (tensor(17.6414, device='cuda:0')) | > loss_gen: 2.6301138401031494 (2.4860733159991533) | > loss_kl: 1.949857473373413 (2.002307488017106) | > loss_feat: 7.629053115844727 (6.952413273770273) | > loss_mel: 17.364187240600586 (17.332460435383624) | > loss_duration: 2.0970382690429688 (2.0145298984062157) | > loss_1: 31.670249938964844 (30.787784412146756) | > grad_norm_1: tensor(350.1271, device='cuda:0') (tensor(207.4153, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.392 (0.3814206739361775) | > loader_time: 0.005 (0.0042340458865371055)  --> TIME: 2024-06-12 00:05:51 -- STEP: 234/330 -- GLOBAL_STEP: 333425 | > loss_disc: 2.4026846885681152 (2.37285983358693) | > loss_disc_real_0: 0.09056815505027771 (0.11687652846304782) | > loss_disc_real_1: 0.22580869495868683 (0.19760185110772777) | > loss_disc_real_2: 0.24642884731292725 (0.2133047873647804) | > loss_disc_real_3: 0.2455548197031021 (0.23026466344156835) | > loss_disc_real_4: 0.21200111508369446 (0.23133232317164412) | > loss_disc_real_5: 0.1849621832370758 (0.2224834482384543) | > loss_0: 2.4026846885681152 (2.37285983358693) | > grad_norm_0: tensor(37.4171, device='cuda:0') (tensor(20.3970, device='cuda:0')) | > loss_gen: 2.652921676635742 (2.48890412159455) | > loss_kl: 2.082245111465454 (2.005559127045493) | > loss_feat: 6.677211284637451 (6.952581020501944) | > loss_mel: 16.58905792236328 (17.300641504108395) | > loss_duration: 2.089815139770508 (2.023664163218604) | > loss_1: 30.091251373291016 (30.77134992322351) | > grad_norm_1: tensor(675.8824, device='cuda:0') (tensor(234.4884, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.4231 (0.38414595982967265) | > loader_time: 0.0053 (0.004359994179163224)  --> TIME: 2024-06-12 00:06:02 -- STEP: 259/330 -- GLOBAL_STEP: 333450 | > loss_disc: 2.4894614219665527 (2.3763476209750976) | > loss_disc_real_0: 0.134162038564682 (0.1194053912197301) | > loss_disc_real_1: 0.20009037852287292 (0.1977556359353673) | > loss_disc_real_2: 0.2186867594718933 (0.21312004897355113) | > loss_disc_real_3: 0.236817866563797 (0.2306344088555303) | > loss_disc_real_4: 0.23562151193618774 (0.2316513734664696) | > loss_disc_real_5: 0.2303100824356079 (0.22209753349250808) | > loss_0: 2.4894614219665527 (2.3763476209750976) | > grad_norm_0: tensor(10.4116, device='cuda:0') (tensor(22.8032, device='cuda:0')) | > loss_gen: 2.4346837997436523 (2.4877504713286758) | > loss_kl: 2.006822347640991 (2.008390753425687) | > loss_feat: 7.177521705627441 (6.944531109342243) | > loss_mel: 16.907283782958984 (17.254067244216742) | > loss_duration: 2.136507987976074 (2.031541875430517) | > loss_1: 30.662822723388672 (30.72628144960146) | > grad_norm_1: tensor(129.8990, device='cuda:0') (tensor(255.7495, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.4269 (0.38805687657654503) | > loader_time: 0.0059 (0.004510030783281363)  --> TIME: 2024-06-12 00:06:13 -- STEP: 284/330 -- GLOBAL_STEP: 333475 | > loss_disc: 2.474781036376953 (2.375262239449462) | > loss_disc_real_0: 0.12418627738952637 (0.1201615726549021) | > loss_disc_real_1: 0.22226206958293915 (0.19803832466123808) | > loss_disc_real_2: 0.2244255542755127 (0.21290160180397436) | > loss_disc_real_3: 0.24434366822242737 (0.2302891766311417) | > loss_disc_real_4: 0.21991583704948425 (0.2310439102666479) | > loss_disc_real_5: 0.22283515334129333 (0.2218892106287916) | > loss_0: 2.474781036376953 (2.375262239449462) | > grad_norm_0: tensor(24.1936, device='cuda:0') (tensor(23.3177, device='cuda:0')) | > loss_gen: 2.36810302734375 (2.4855107874937454) | > loss_kl: 1.9731082916259766 (2.009281776740518) | > loss_feat: 6.204989433288574 (6.94664973104504) | > loss_mel: 16.427974700927734 (17.20908090094445) | > loss_duration: 2.1440882682800293 (2.041456217077417) | > loss_1: 29.118263244628906 (30.691979394832128) | > grad_norm_1: tensor(384.7730, device='cuda:0') (tensor(269.2328, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.4662 (0.39415082797198225) | > loader_time: 0.0064 (0.004656062999241789)  --> TIME: 2024-06-12 00:06:26 -- STEP: 309/330 -- GLOBAL_STEP: 333500 | > loss_disc: 2.4088692665100098 (2.3788104342797056) | > loss_disc_real_0: 0.06671497970819473 (0.12096193495498891) | > loss_disc_real_1: 0.1912582367658615 (0.19845129969050582) | > loss_disc_real_2: 0.22794967889785767 (0.21311762089868194) | > loss_disc_real_3: 0.2481435388326645 (0.23047733282772853) | > loss_disc_real_4: 0.235112264752388 (0.23147818499205566) | > loss_disc_real_5: 0.18668287992477417 (0.22172893361944981) | > loss_0: 2.4088692665100098 (2.3788104342797056) | > grad_norm_0: tensor(46.5983, device='cuda:0') (tensor(24.2613, device='cuda:0')) | > loss_gen: 2.305093288421631 (2.480408555095634) | > loss_kl: 2.113398313522339 (2.013230065311815) | > loss_feat: 6.611322402954102 (6.955290163219171) | > loss_mel: 16.00724220275879 (17.170221733043874) | > loss_duration: 2.225104331970215 (2.0532566092932507) | > loss_1: 29.262161254882812 (30.672407137923255) | > grad_norm_1: tensor(542.6798, device='cuda:0') (tensor(278.9539, device='cuda:0')) | > current_lr_0: 0.00018226042326448556 | > current_lr_1: 0.00018226042326448556 | > step_time: 0.5231 (0.4015922762429442) | > loader_time: 0.0078 (0.00483973280897418) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_333500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.556295394897461 (2.556295394897461) | > loss_disc_real_0: 0.26590317487716675 (0.26590317487716675) | > loss_disc_real_1: 0.16674385964870453 (0.16674385964870453) | > loss_disc_real_2: 0.3006397485733032 (0.3006397485733032) | > loss_disc_real_3: 0.29217061400413513 (0.29217061400413513) | > loss_disc_real_4: 0.2840923070907593 (0.2840923070907593) | > loss_disc_real_5: 0.28595682978630066 (0.28595682978630066) | > loss_0: 2.556295394897461 (2.556295394897461) | > loss_gen: 2.654524803161621 (2.654524803161621) | > loss_kl: 2.1680550575256348 (2.1680550575256348) | > loss_feat: 6.054717540740967 (6.054717540740967) | > loss_mel: 16.60087776184082 (16.60087776184082) | > loss_duration: 3.031647205352783 (3.031647205352783) | > loss_1: 30.509822845458984 (30.509822845458984)  --> STEP: 1 | > loss_disc: 1.881317377090454 (1.881317377090454) | > loss_disc_real_0: 0.06925413012504578 (0.06925413012504578) | > loss_disc_real_1: 0.1016872450709343 (0.1016872450709343) | > loss_disc_real_2: 0.21342851221561432 (0.21342851221561432) | > loss_disc_real_3: 0.2238645702600479 (0.2238645702600479) | > loss_disc_real_4: 0.20692920684814453 (0.20692920684814453) | > loss_disc_real_5: 0.24990032613277435 (0.24990032613277435) | > loss_0: 1.881317377090454 (1.881317377090454) | > loss_gen: 2.8069357872009277 (2.8069357872009277) | > loss_kl: 2.6901919841766357 (2.6901919841766357) | > loss_feat: 7.170419692993164 (7.170419692993164) | > loss_mel: 19.43140983581543 (19.43140983581543) | > loss_duration: 2.4051637649536133 (2.4051637649536133) | > loss_1: 34.504119873046875 (34.504119873046875)  --> STEP: 2 | > loss_disc: 2.4633660316467285 (2.1723417043685913) | > loss_disc_real_0: 0.1486307978630066 (0.10894246399402618) | > loss_disc_real_1: 0.16580131649971008 (0.1337442807853222) | > loss_disc_real_2: 0.28636056184768677 (0.24989453703165054) | > loss_disc_real_3: 0.28524789214134216 (0.25455623120069504) | > loss_disc_real_4: 0.301505446434021 (0.25421732664108276) | > loss_disc_real_5: 0.27197447419166565 (0.26093740016222) | > loss_0: 2.4633660316467285 (2.1723417043685913) | > loss_gen: 2.3473806381225586 (2.577158212661743) | > loss_kl: 3.2156991958618164 (2.952945590019226) | > loss_feat: 5.10477876663208 (6.137599229812622) | > loss_mel: 18.751615524291992 (19.09151268005371) | > loss_duration: 2.4335503578186035 (2.4193570613861084) | > loss_1: 31.853025436401367 (33.17857265472412)  --> STEP: 3 | > loss_disc: 2.380636215209961 (2.2417732079823813) | > loss_disc_real_0: 0.11832839995622635 (0.11207110931475957) | > loss_disc_real_1: 0.20102903246879578 (0.15617253134648004) | > loss_disc_real_2: 0.2452227771282196 (0.2483372837305069) | > loss_disc_real_3: 0.2638637125492096 (0.2576587249835332) | > loss_disc_real_4: 0.2918623089790344 (0.26676565408706665) | > loss_disc_real_5: 0.25135576725006104 (0.2577435225248337) | > loss_0: 2.380636215209961 (2.2417732079823813) | > loss_gen: 2.672203540802002 (2.608839988708496) | > loss_kl: 3.392486810684204 (3.0994593302408853) | > loss_feat: 6.588065147399902 (6.287754535675049) | > loss_mel: 16.843713760375977 (18.342246373494465) | > loss_duration: 2.3479409217834473 (2.3955516815185547) | > loss_1: 31.84440803527832 (32.73385111490885)  --> STEP: 4 | > loss_disc: 2.444499969482422 (2.2924548983573914) | > loss_disc_real_0: 0.12913113832473755 (0.11633611656725407) | > loss_disc_real_1: 0.1376010626554489 (0.15152966417372227) | > loss_disc_real_2: 0.28522205352783203 (0.2575584761798382) | > loss_disc_real_3: 0.25102394819259644 (0.256000030785799) | > loss_disc_real_4: 0.2402767390012741 (0.2601434253156185) | > loss_disc_real_5: 0.2639421224594116 (0.25929317250847816) | > loss_0: 2.444499969482422 (2.2924548983573914) | > loss_gen: 2.48117995262146 (2.576924979686737) | > loss_kl: 3.8941240310668945 (3.2981255054473877) | > loss_feat: 7.9349775314331055 (6.699560284614563) | > loss_mel: 18.049829483032227 (18.269142150878906) | > loss_duration: 2.3511948585510254 (2.3844624757766724) | > loss_1: 34.711307525634766 (33.22821521759033)  --> STEP: 5 | > loss_disc: 2.2835443019866943 (2.290672779083252) | > loss_disc_real_0: 0.20506758987903595 (0.13408241122961045) | > loss_disc_real_1: 0.1395336240530014 (0.1491304561495781) | > loss_disc_real_2: 0.1772901564836502 (0.24150481224060058) | > loss_disc_real_3: 0.28307050466537476 (0.2614141255617142) | > loss_disc_real_4: 0.32359421253204346 (0.2728335827589035) | > loss_disc_real_5: 0.2696317434310913 (0.2613608866930008) | > loss_0: 2.2835443019866943 (2.290672779083252) | > loss_gen: 2.7600643634796143 (2.6135528564453123) | > loss_kl: 3.1708486080169678 (3.272670125961304) | > loss_feat: 5.5396342277526855 (6.4675750732421875) | > loss_mel: 18.531801223754883 (18.321673965454103) | > loss_duration: 2.3545315265655518 (2.378476285934448) | > loss_1: 32.35688018798828 (33.05394821166992)  --> STEP: 6 | > loss_disc: 2.39694881439209 (2.308385451634725) | > loss_disc_real_0: 0.09496678411960602 (0.1275631400446097) | > loss_disc_real_1: 0.19288164377212524 (0.15642232075333595) | > loss_disc_real_2: 0.22971001267433167 (0.2395390123128891) | > loss_disc_real_3: 0.28292620182037354 (0.26499947160482407) | > loss_disc_real_4: 0.28514519333839417 (0.27488551785548526) | > loss_disc_real_5: 0.2591065466403961 (0.2609851633509) | > loss_0: 2.39694881439209 (2.308385451634725) | > loss_gen: 2.4224820137023926 (2.581707715988159) | > loss_kl: 3.2702879905700684 (3.2722731033960977) | > loss_feat: 4.892536640167236 (6.205068667729695) | > loss_mel: 17.35650062561035 (18.16081174214681) | > loss_duration: 2.1741819381713867 (2.344427227973938) | > loss_1: 30.115989685058594 (32.5642884572347)  --> STEP: 7 | > loss_disc: 2.372184991836548 (2.317499671663557) | > loss_disc_real_0: 0.11937151104211807 (0.12639290732996805) | > loss_disc_real_1: 0.20106351375579834 (0.162799634039402) | > loss_disc_real_2: 0.32963988184928894 (0.2524105651038034) | > loss_disc_real_3: 0.24441498517990112 (0.26205883068697794) | > loss_disc_real_4: 0.2529231607913971 (0.27174803827490124) | > loss_disc_real_5: 0.20506241917610168 (0.2529961998973574) | > loss_0: 2.372184991836548 (2.317499671663557) | > loss_gen: 2.6577296257019043 (2.5925679888044084) | > loss_kl: 4.601048469543457 (3.4620981557028636) | > loss_feat: 6.010360240936279 (6.177253178187779) | > loss_mel: 17.02753448486328 (17.998914991106307) | > loss_duration: 2.5256385803222656 (2.370314564023699) | > loss_1: 32.82231140136719 (32.601148877825054)  --> STEP: 8 | > loss_disc: 2.740697145462036 (2.3703993558883667) | > loss_disc_real_0: 0.2757682204246521 (0.14506482146680355) | > loss_disc_real_1: 0.13406150043010712 (0.15920736733824015) | > loss_disc_real_2: 0.2155417650938034 (0.2478019651025534) | > loss_disc_real_3: 0.2638532519340515 (0.26228313334286213) | > loss_disc_real_4: 0.3080241084098816 (0.2762825470417738) | > loss_disc_real_5: 0.2576187252998352 (0.2535740155726671) | > loss_0: 2.740697145462036 (2.3703993558883667) | > loss_gen: 2.2456374168395996 (2.5492016673088074) | > loss_kl: 3.633171796798706 (3.4834823608398438) | > loss_feat: 7.314571857452393 (6.319418013095856) | > loss_mel: 18.855144500732422 (18.10594367980957) | > loss_duration: 2.264965057373047 (2.3571458756923676) | > loss_1: 34.3134880065918 (32.8151912689209)  --> STEP: 9 | > loss_disc: 2.4526686668395996 (2.3795403904385037) | > loss_disc_real_0: 0.21485909819602966 (0.15281974110338423) | > loss_disc_real_1: 0.1684424877166748 (0.1602334918247329) | > loss_disc_real_2: 0.2809640169143677 (0.2514866375260883) | > loss_disc_real_3: 0.25029808282852173 (0.260951461063491) | > loss_disc_real_4: 0.2767813503742218 (0.27633796963426804) | > loss_disc_real_5: 0.2861218750476837 (0.2571904444032245) | > loss_0: 2.4526686668395996 (2.3795403904385037) | > loss_gen: 2.6439707279205322 (2.5597315629323325) | > loss_kl: 2.1024692058563232 (3.3300364547305636) | > loss_feat: 8.153783798217773 (6.523236433664958) | > loss_mel: 17.126110076904297 (17.997073279486763) | > loss_duration: 2.1250343322753906 (2.3313557042015924) | > loss_1: 32.1513671875 (32.74143303765191)  --> STEP: 10 | > loss_disc: 2.674858331680298 (2.409072184562683) | > loss_disc_real_0: 0.15093250572681427 (0.15263101756572722) | > loss_disc_real_1: 0.17722132802009583 (0.1619322754442692) | > loss_disc_real_2: 0.2796924412250519 (0.25430721789598465) | > loss_disc_real_3: 0.3185650408267975 (0.26671281903982164) | > loss_disc_real_4: 0.3799922466278076 (0.286703397333622) | > loss_disc_real_5: 0.37183383107185364 (0.26865478307008744) | > loss_0: 2.674858331680298 (2.409072184562683) | > loss_gen: 2.5892586708068848 (2.5626842737197877) | > loss_kl: 2.785890579223633 (3.2756218671798707) | > loss_feat: 5.228024005889893 (6.393715190887451) | > loss_mel: 17.577259063720703 (17.955091857910155) | > loss_duration: 2.335022449493408 (2.331722378730774) | > loss_1: 30.515453338623047 (32.51883506774902)  --> STEP: 11 | > loss_disc: 2.6399097442626953 (2.430057417262684) | > loss_disc_real_0: 0.16257841885089874 (0.1535353267734701) | > loss_disc_real_1: 0.22074352204799652 (0.16727875240824439) | > loss_disc_real_2: 0.2535800635814667 (0.2542411129583012) | > loss_disc_real_3: 0.30228644609451294 (0.26994678513570264) | > loss_disc_real_4: 0.2688276171684265 (0.2850783264095133) | > loss_disc_real_5: 0.2708768844604492 (0.26885679228739306) | > loss_0: 2.6399097442626953 (2.430057417262684) | > loss_gen: 2.2264745235443115 (2.5321197509765625) | > loss_kl: 3.6262948513031006 (3.3075012293728916) | > loss_feat: 5.258371353149414 (6.290502114729448) | > loss_mel: 15.545886039733887 (17.73607314716686) | > loss_duration: 2.4560279846191406 (2.3430228883569892) | > loss_1: 29.113056182861328 (32.20921880548651)  --> STEP: 12 | > loss_disc: 2.4651918411254883 (2.4329852859179177) | > loss_disc_real_0: 0.09593583643436432 (0.14873536924521127) | > loss_disc_real_1: 0.203561469912529 (0.17030231220026812) | > loss_disc_real_2: 0.2912815809249878 (0.25732781862219173) | > loss_disc_real_3: 0.2976977229118347 (0.27225936328371364) | > loss_disc_real_4: 0.30388903617858887 (0.28664588555693626) | > loss_disc_real_5: 0.2924365699291229 (0.2708217737575372) | > loss_0: 2.4651918411254883 (2.4329852859179177) | > loss_gen: 2.739806890487671 (2.549427012602488) | > loss_kl: 2.77766752243042 (3.263348420461019) | > loss_feat: 6.137810230255127 (6.277777791023254) | > loss_mel: 16.660673141479492 (17.646456480026245) | > loss_duration: 2.2360525131225586 (2.3341086904207864) | > loss_1: 30.55200958251953 (32.07111803690592)  --> STEP: 13 | > loss_disc: 2.5564281940460205 (2.442480894235464) | > loss_disc_real_0: 0.17249953746795654 (0.15056338218542245) | > loss_disc_real_1: 0.2513463795185089 (0.17653647122474816) | > loss_disc_real_2: 0.28699252009391785 (0.25960971873540145) | > loss_disc_real_3: 0.3134849965572357 (0.27543056584321535) | > loss_disc_real_4: 0.2538664638996124 (0.28412439158329594) | > loss_disc_real_5: 0.2359597235918045 (0.2681400775909424) | > loss_0: 2.5564281940460205 (2.442480894235464) | > loss_gen: 2.6315114498138428 (2.5557412000802846) | > loss_kl: 3.219512701034546 (3.2599764420435977) | > loss_feat: 7.858943939208984 (6.3994059562683105) | > loss_mel: 16.87919807434082 (17.58743660266583) | > loss_duration: 2.1571664810180664 (2.320497751235962) | > loss_1: 32.746334075927734 (32.123057732215294)  --> STEP: 14 | > loss_disc: 2.519054651260376 (2.447950448308672) | > loss_disc_real_0: 0.15178866684436798 (0.1506509025182043) | > loss_disc_real_1: 0.139405757188797 (0.17388427736503737) | > loss_disc_real_2: 0.17132548987865448 (0.2533037023884909) | > loss_disc_real_3: 0.34051036834716797 (0.2800791231649263) | > loss_disc_real_4: 0.2881607413291931 (0.28441270227943144) | > loss_disc_real_5: 0.27834445238113403 (0.2688689615045275) | > loss_0: 2.519054651260376 (2.447950448308672) | > loss_gen: 2.265805244445801 (2.535031488963536) | > loss_kl: 3.499898910522461 (3.2771137612206593) | > loss_feat: 5.986208438873291 (6.369891847882952) | > loss_mel: 19.236087799072266 (17.705197402409144) | > loss_duration: 2.419560670852661 (2.327573674065726) | > loss_1: 33.40755844116211 (32.21480778285435)  --> STEP: 15 | > loss_disc: 2.600282669067383 (2.4581059296925862) | > loss_disc_real_0: 0.17860233783721924 (0.15251433153947194) | > loss_disc_real_1: 0.15674413740634918 (0.1727416013677915) | > loss_disc_real_2: 0.3184621334075928 (0.25764759778976437) | > loss_disc_real_3: 0.303730845451355 (0.2816559046506882) | > loss_disc_real_4: 0.2654320299625397 (0.283147324124972) | > loss_disc_real_5: 0.28219103813171387 (0.26975709994633995) | > loss_0: 2.600282669067383 (2.4581059296925862) | > loss_gen: 2.388822078704834 (2.525284194946289) | > loss_kl: 3.721766233444214 (3.3067572593688963) | > loss_feat: 7.191005229949951 (6.424632740020752) | > loss_mel: 18.124147415161133 (17.733127403259278) | > loss_duration: 2.3521037101745605 (2.329209009806315) | > loss_1: 33.7778434753418 (32.319010162353514)  --> STEP: 16 | > loss_disc: 2.528191566467285 (2.462486281991005) | > loss_disc_real_0: 0.18841585516929626 (0.15475817676633596) | > loss_disc_real_1: 0.1747080534696579 (0.17286450462415814) | > loss_disc_real_2: 0.3109164535999298 (0.26097690127789974) | > loss_disc_real_3: 0.32732224464416504 (0.2845100509002805) | > loss_disc_real_4: 0.27670860290527344 (0.28274490404874086) | > loss_disc_real_5: 0.2174416035413742 (0.26648738142102957) | > loss_0: 2.528191566467285 (2.462486281991005) | > loss_gen: 2.614201545715332 (2.5308415293693542) | > loss_kl: 3.610809326171875 (3.3257605135440826) | > loss_feat: 7.115240097045898 (6.467795699834824) | > loss_mel: 16.574033737182617 (17.660684049129486) | > loss_duration: 2.36907958984375 (2.331700921058655) | > loss_1: 32.283363342285156 (32.31678223609924)  --> STEP: 17 | > loss_disc: 2.705554962158203 (2.476784439647899) | > loss_disc_real_0: 0.2848595082759857 (0.1624111962669036) | > loss_disc_real_1: 0.17785121500492096 (0.1731578405289089) | > loss_disc_real_2: 0.2898999750614166 (0.26267825855928306) | > loss_disc_real_3: 0.31824132800102234 (0.28649424367091236) | > loss_disc_real_4: 0.2997356057167053 (0.2837443570880329) | > loss_disc_real_5: 0.3160499334335327 (0.26940282565705914) | > loss_0: 2.705554962158203 (2.476784439647899) | > loss_gen: 2.5698413848876953 (2.533135638517492) | > loss_kl: 2.5183351039886475 (3.2782649012172924) | > loss_feat: 5.9807233810424805 (6.439144386964686) | > loss_mel: 17.047298431396484 (17.624602542204016) | > loss_duration: 2.4743781089782715 (2.340093696818632) | > loss_1: 30.590576171875 (32.21524070290958)  --> STEP: 18 | > loss_disc: 2.3982818126678467 (2.4724231825934515) | > loss_disc_real_0: 0.1892664134502411 (0.163903152777089) | > loss_disc_real_1: 0.20853988826274872 (0.17512350984745556) | > loss_disc_real_2: 0.2116975635290146 (0.2598459977242682) | > loss_disc_real_3: 0.18293195962905884 (0.28074078344636494) | > loss_disc_real_4: 0.283481240272522 (0.2837297394871712) | > loss_disc_real_5: 0.20676013827323914 (0.2659226763579581) | > loss_0: 2.3982818126678467 (2.4724231825934515) | > loss_gen: 2.5179026126861572 (2.53228935930464) | > loss_kl: 2.742213726043701 (3.2484842803743152) | > loss_feat: 7.83156156539917 (6.516500896877712) | > loss_mel: 16.010211944580078 (17.534914175669353) | > loss_duration: 2.25156569480896 (2.3351754744847617) | > loss_1: 31.353456497192383 (32.16736380259196)  --> STEP: 19 | > loss_disc: 2.518465042114258 (2.4748464383577047) | > loss_disc_real_0: 0.20899513363838196 (0.16627641492768339) | > loss_disc_real_1: 0.18815040588378906 (0.175809135954631) | > loss_disc_real_2: 0.2824459671974182 (0.26103546980180237) | > loss_disc_real_3: 0.259705126285553 (0.2796336435957959) | > loss_disc_real_4: 0.2887217104434967 (0.283992474800662) | > loss_disc_real_5: 0.2765013575553894 (0.2664794490525597) | > loss_0: 2.518465042114258 (2.4748464383577047) | > loss_gen: 2.5844781398773193 (2.535036137229518) | > loss_kl: 2.390622138977051 (3.2033336413534066) | > loss_feat: 8.110337257385254 (6.600387021114952) | > loss_mel: 16.924640655517578 (17.502794516713994) | > loss_duration: 2.306684970855713 (2.333675974293759) | > loss_1: 32.31676483154297 (32.17522701464201)  --> STEP: 20 | > loss_disc: 2.3628478050231934 (2.469246506690979) | > loss_disc_real_0: 0.1477392166852951 (0.16534955501556398) | > loss_disc_real_1: 0.17975541949272156 (0.17600645013153554) | > loss_disc_real_2: 0.26947879791259766 (0.26145763620734214) | > loss_disc_real_3: 0.24303683638572693 (0.2778038032352924) | > loss_disc_real_4: 0.24234983325004578 (0.2819103427231312) | > loss_disc_real_5: 0.2768537402153015 (0.2669981636106968) | > loss_0: 2.3628478050231934 (2.469246506690979) | > loss_gen: 2.5258967876434326 (2.534579169750214) | > loss_kl: 2.399453639984131 (3.1631396412849426) | > loss_feat: 5.833422660827637 (6.562038803100586) | > loss_mel: 19.425376892089844 (17.598923635482784) | > loss_duration: 2.290499448776245 (2.331517148017883) | > loss_1: 32.474647521972656 (32.190198040008546)  --> STEP: 21 | > loss_disc: 2.3675525188446045 (2.4644039358411516) | > loss_disc_real_0: 0.11111807823181152 (0.1627671037401472) | > loss_disc_real_1: 0.19542117416858673 (0.17693096079996654) | > loss_disc_real_2: 0.22296738624572754 (0.259624767161551) | > loss_disc_real_3: 0.20256704092025757 (0.2742211002679098) | > loss_disc_real_4: 0.27501070499420166 (0.2815817885455631) | > loss_disc_real_5: 0.2722519040107727 (0.2672483417249861) | > loss_0: 2.3675525188446045 (2.4644039358411516) | > loss_gen: 2.4948604106903076 (2.5326878002711704) | > loss_kl: 2.2726566791534424 (3.120735690707252) | > loss_feat: 5.401721477508545 (6.506785597120013) | > loss_mel: 16.272197723388672 (17.535746211097347) | > loss_duration: 2.2040655612945557 (2.3254480248405818) | > loss_1: 28.64550018310547 (32.021402903965544)  --> STEP: 22 | > loss_disc: 2.6109375953674316 (2.47106455672871) | > loss_disc_real_0: 0.16709519922733307 (0.16296383535320108) | > loss_disc_real_1: 0.19079728424549103 (0.17756124822930855) | > loss_disc_real_2: 0.264021635055542 (0.25982462479309604) | > loss_disc_real_3: 0.27994057536125183 (0.27448107640851627) | > loss_disc_real_4: 0.33733078837394714 (0.28411583399230783) | > loss_disc_real_5: 0.3426446318626404 (0.27067544582215225) | > loss_0: 2.6109375953674316 (2.47106455672871) | > loss_gen: 2.350645065307617 (2.5244131305001) | > loss_kl: 2.551032781600952 (3.094840103929693) | > loss_feat: 7.027034282684326 (6.530433264645663) | > loss_mel: 15.407809257507324 (17.439021804115985) | > loss_duration: 2.1979856491088867 (2.319654280489141) | > loss_1: 29.534507751464844 (31.908362215215515)  --> STEP: 23 | > loss_disc: 2.6363019943237305 (2.4782487931458848) | > loss_disc_real_0: 0.24549201130867004 (0.16655201691648233) | > loss_disc_real_1: 0.17612771689891815 (0.17749892078016116) | > loss_disc_real_2: 0.2417157143354416 (0.25903728086015454) | > loss_disc_real_3: 0.3098747730255127 (0.2760199327831683) | > loss_disc_real_4: 0.2812686562538147 (0.2839920436558516) | > loss_disc_real_5: 0.35998088121414185 (0.2745582908391953) | > loss_0: 2.6363019943237305 (2.4782487931458848) | > loss_gen: 2.4211995601654053 (2.519925583963809) | > loss_kl: 2.335399866104126 (3.0618209631546685) | > loss_feat: 6.722771167755127 (6.538795782172161) | > loss_mel: 17.177589416503906 (17.427655178567633) | > loss_duration: 2.289393901824951 (2.318338611851568) | > loss_1: 30.946353912353516 (31.866535767264992)  --> STEP: 24 | > loss_disc: 2.3112549781799316 (2.471290717522303) | > loss_disc_real_0: 0.07294807583093643 (0.16265185270458457) | > loss_disc_real_1: 0.25949224829673767 (0.18091530942668518) | > loss_disc_real_2: 0.20944322645664215 (0.25697086192667484) | > loss_disc_real_3: 0.3405285179615021 (0.2787077904989322) | > loss_disc_real_4: 0.26754888892173767 (0.2833069122085969) | > loss_disc_real_5: 0.2820121645927429 (0.27486886891225976) | > loss_0: 2.3112549781799316 (2.471290717522303) | > loss_gen: 2.7333946228027344 (2.5288201272487645) | > loss_kl: 2.320366144180298 (3.0309270123640695) | > loss_feat: 6.6416449546813965 (6.543081164360046) | > loss_mel: 17.49492645263672 (17.43045814832051) | > loss_duration: 2.4047470092773438 (2.3219389617443085) | > loss_1: 31.59507942199707 (31.85522508621216)  --> STEP: 25 | > loss_disc: 2.6333205699920654 (2.477771911621094) | > loss_disc_real_0: 0.2372748851776123 (0.16563677400350568) | > loss_disc_real_1: 0.19336992502212524 (0.18141349405050278) | > loss_disc_real_2: 0.2858162224292755 (0.2581246763467789) | > loss_disc_real_3: 0.2516557276248932 (0.2776257079839706) | > loss_disc_real_4: 0.316138356924057 (0.2846201699972153) | > loss_disc_real_5: 0.3696238100528717 (0.2786590665578842) | > loss_0: 2.6333205699920654 (2.477771911621094) | > loss_gen: 2.749555826187134 (2.537649555206299) | > loss_kl: 3.3337249755859375 (3.043038930892944) | > loss_feat: 6.049454689025879 (6.523336105346679) | > loss_mel: 14.280648231506348 (17.304465751647946) | > loss_duration: 2.409998893737793 (2.325461359024048) | > loss_1: 28.823383331298828 (31.73395141601563)  --> STEP: 26 | > loss_disc: 2.949197292327881 (2.495903657032893) | > loss_disc_real_0: 0.260989248752594 (0.1693041768784706) | > loss_disc_real_1: 0.20509088039398193 (0.1823241627560212) | > loss_disc_real_2: 0.3201431632041931 (0.26051000276437175) | > loss_disc_real_3: 0.21251992881298065 (0.2751216395543172) | > loss_disc_real_4: 0.22480490803718567 (0.2823195829987526) | > loss_disc_real_5: 0.21153803169727325 (0.2760774882940145) | > loss_0: 2.949197292327881 (2.495903657032893) | > loss_gen: 2.0313682556152344 (2.5181771975297194) | > loss_kl: 2.669508457183838 (3.028672374211825) | > loss_feat: 13.169075965881348 (6.778941484598013) | > loss_mel: 17.946287155151367 (17.329151190244232) | > loss_duration: 2.2848472595214844 (2.3238992782739496) | > loss_1: 38.10108947753906 (31.97884134145884) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024160605210524332 (-4.044862893911585e-05) | > avg_loss_disc: 2.495903657032893 (+0.07918809010432293) | > avg_loss_disc_real_0: 0.1693041768784706 (+0.058450911050805646) | > avg_loss_disc_real_1: 0.1823241627560212 (+0.013035000516818107) | > avg_loss_disc_real_2: 0.26051000276437175 (+0.01760761038615155) | > avg_loss_disc_real_3: 0.2751216395543172 (+0.007870236841531875) | > avg_loss_disc_real_4: 0.2823195829987526 (+0.03921432449267462) | > avg_loss_disc_real_5: 0.2760774882940145 (+0.04299333920845613) | > avg_loss_0: 2.495903657032893 (+0.07918809010432293) | > avg_loss_gen: 2.5181771975297194 (+0.18638963882739734) | > avg_loss_kl: 3.028672374211825 (+0.01931340877826404) | > avg_loss_feat: 6.778941484598013 (+0.006196737289428711) | > avg_loss_mel: 17.329151190244232 (-0.2667633203359756) | > avg_loss_duration: 2.3238992782739496 (-0.01135343771714492) | > avg_loss_1: 31.97884134145884 (-0.06621734912578603)  > EPOCH: 744/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:07:02)   --> TIME: 2024-06-12 00:07:05 -- STEP: 4/330 -- GLOBAL_STEP: 333525 | > loss_disc: 2.407748222351074 (2.349925398826599) | > loss_disc_real_0: 0.1538299024105072 (0.10783652774989605) | > loss_disc_real_1: 0.2334306389093399 (0.22007228806614876) | > loss_disc_real_2: 0.22616715729236603 (0.1928228922188282) | > loss_disc_real_3: 0.19829487800598145 (0.20384551957249641) | > loss_disc_real_4: 0.21156901121139526 (0.22309259325265884) | > loss_disc_real_5: 0.19864976406097412 (0.21618297696113586) | > loss_0: 2.407748222351074 (2.349925398826599) | > grad_norm_0: tensor(12.3552, device='cuda:0') (tensor(8.1715, device='cuda:0')) | > loss_gen: 2.3544554710388184 (2.346496045589447) | > loss_kl: 2.0019314289093018 (1.9226047098636627) | > loss_feat: 6.4065842628479 (6.373573422431946) | > loss_mel: 17.050201416015625 (17.31410789489746) | > loss_duration: 2.145031452178955 (2.148479700088501) | > loss_1: 29.95820426940918 (30.10526180267334) | > grad_norm_1: tensor(48.7539, device='cuda:0') (tensor(84.6168, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3527 (0.3815820813179016) | > loader_time: 0.0027 (0.003049612045288086)  --> TIME: 2024-06-12 00:07:14 -- STEP: 29/330 -- GLOBAL_STEP: 333550 | > loss_disc: 2.4236013889312744 (2.3347980400611617) | > loss_disc_real_0: 0.12444346398115158 (0.10612230465329926) | > loss_disc_real_1: 0.19430215656757355 (0.19802335932337004) | > loss_disc_real_2: 0.2241619974374771 (0.20457659507619924) | > loss_disc_real_3: 0.22538402676582336 (0.22435662304532938) | > loss_disc_real_4: 0.2253783494234085 (0.23004813749214698) | > loss_disc_real_5: 0.23841844499111176 (0.2240710792870357) | > loss_0: 2.4236013889312744 (2.3347980400611617) | > grad_norm_0: tensor(6.3176, device='cuda:0') (tensor(8.0549, device='cuda:0')) | > loss_gen: 2.4498612880706787 (2.4668593406677237) | > loss_kl: 2.009892225265503 (1.9496857914431343) | > loss_feat: 6.7482590675354 (6.775147339393353) | > loss_mel: 17.90572166442871 (17.398297934696597) | > loss_duration: 1.9889395236968994 (2.023319930865847) | > loss_1: 31.102672576904297 (30.613310254853346) | > grad_norm_1: tensor(45.4405, device='cuda:0') (tensor(72.4729, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3648 (0.3612780735410493) | > loader_time: 0.0034 (0.003329474350501751)  --> TIME: 2024-06-12 00:07:23 -- STEP: 54/330 -- GLOBAL_STEP: 333575 | > loss_disc: 2.2693355083465576 (2.337931103176541) | > loss_disc_real_0: 0.08197534084320068 (0.10758117351818967) | > loss_disc_real_1: 0.18574555218219757 (0.1972911435144919) | > loss_disc_real_2: 0.20480607450008392 (0.20647883194464225) | > loss_disc_real_3: 0.1988232284784317 (0.2252066303734426) | > loss_disc_real_4: 0.22990544140338898 (0.23169656429025862) | > loss_disc_real_5: 0.22920836508274078 (0.22338085897542811) | > loss_0: 2.2693355083465576 (2.337931103176541) | > grad_norm_0: tensor(4.8271, device='cuda:0') (tensor(7.5296, device='cuda:0')) | > loss_gen: 2.4901785850524902 (2.4757119196432598) | > loss_kl: 1.992165446281433 (1.9534973435931735) | > loss_feat: 7.532843589782715 (6.869007817021123) | > loss_mel: 17.94097900390625 (17.35957587206805) | > loss_duration: 1.960482120513916 (2.001669029394786) | > loss_1: 31.916648864746094 (30.6594620457402) | > grad_norm_1: tensor(74.9681, device='cuda:0') (tensor(71.8842, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3551 (0.36390371675844546) | > loader_time: 0.0038 (0.0034687872286196107)  --> TIME: 2024-06-12 00:07:33 -- STEP: 79/330 -- GLOBAL_STEP: 333600 | > loss_disc: 2.39292049407959 (2.344026010247726) | > loss_disc_real_0: 0.1083456352353096 (0.1085972114454342) | > loss_disc_real_1: 0.21361489593982697 (0.19637072953996776) | > loss_disc_real_2: 0.2053687423467636 (0.20850810446316684) | > loss_disc_real_3: 0.2227455973625183 (0.22667614361153374) | > loss_disc_real_4: 0.23923839628696442 (0.23171933146217202) | > loss_disc_real_5: 0.22093378007411957 (0.2238749069503591) | > loss_0: 2.39292049407959 (2.344026010247726) | > grad_norm_0: tensor(12.5035, device='cuda:0') (tensor(7.5365, device='cuda:0')) | > loss_gen: 2.4551639556884766 (2.471165213403821) | > loss_kl: 1.7697638273239136 (1.953193403497527) | > loss_feat: 6.458446979522705 (6.884177063084856) | > loss_mel: 16.843650817871094 (17.328480611873577) | > loss_duration: 1.9518523216247559 (1.9928713207003441) | > loss_1: 29.478878021240234 (30.629887641230717) | > grad_norm_1: tensor(73.1999, device='cuda:0') (tensor(72.7841, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3932 (0.37050801591028143) | > loader_time: 0.0037 (0.0035668385179736944)  --> TIME: 2024-06-12 00:07:42 -- STEP: 104/330 -- GLOBAL_STEP: 333625 | > loss_disc: 2.3257839679718018 (2.343764204245347) | > loss_disc_real_0: 0.11040253937244415 (0.10956672299653293) | > loss_disc_real_1: 0.1858213096857071 (0.19492312964911646) | > loss_disc_real_2: 0.22796253859996796 (0.21073782358032006) | > loss_disc_real_3: 0.23199141025543213 (0.2274288100978503) | > loss_disc_real_4: 0.20817631483078003 (0.2310343305938519) | > loss_disc_real_5: 0.24654844403266907 (0.2229818761921846) | > loss_0: 2.3257839679718018 (2.343764204245347) | > grad_norm_0: tensor(5.8984, device='cuda:0') (tensor(7.5708, device='cuda:0')) | > loss_gen: 2.5291619300842285 (2.477502128252615) | > loss_kl: 2.08449649810791 (1.9582832008600235) | > loss_feat: 7.229659080505371 (6.917730546914614) | > loss_mel: 17.268230438232422 (17.322951830350434) | > loss_duration: 2.0476009845733643 (1.9941777048202665) | > loss_1: 31.159149169921875 (30.6706454203679) | > grad_norm_1: tensor(69.2987, device='cuda:0') (tensor(71.7188, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3886 (0.37196680444937485) | > loader_time: 0.0035 (0.0036718868292295015)  --> TIME: 2024-06-12 00:07:52 -- STEP: 129/330 -- GLOBAL_STEP: 333650 | > loss_disc: 2.356663703918457 (2.3463102311126938) | > loss_disc_real_0: 0.11309988796710968 (0.11037323519934057) | > loss_disc_real_1: 0.15738509595394135 (0.19513191848762276) | > loss_disc_real_2: 0.17749503254890442 (0.2104613020900608) | > loss_disc_real_3: 0.2458849996328354 (0.2273770071739374) | > loss_disc_real_4: 0.2402852326631546 (0.23113439203232758) | > loss_disc_real_5: 0.22976844012737274 (0.22349312774432722) | > loss_0: 2.356663703918457 (2.3463102311126938) | > grad_norm_0: tensor(6.0448, device='cuda:0') (tensor(7.4724, device='cuda:0')) | > loss_gen: 2.5978221893310547 (2.4741708696350564) | > loss_kl: 2.0882298946380615 (1.970136564831401) | > loss_feat: 7.0288801193237305 (6.911184979963672) | > loss_mel: 17.068283081054688 (17.29194490299668) | > loss_duration: 1.9714980125427246 (1.9964330011560012) | > loss_1: 30.754714965820312 (30.643870331520258) | > grad_norm_1: tensor(72.9290, device='cuda:0') (tensor(74.7830, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3725 (0.37286580995071766) | > loader_time: 0.0043 (0.0037954223248385646)  --> TIME: 2024-06-12 00:08:02 -- STEP: 154/330 -- GLOBAL_STEP: 333675 | > loss_disc: 2.369868516921997 (2.35638103392217) | > loss_disc_real_0: 0.08734610676765442 (0.11245386137977822) | > loss_disc_real_1: 0.16719214618206024 (0.1956773405144741) | > loss_disc_real_2: 0.2332383096218109 (0.21155444909999896) | > loss_disc_real_3: 0.21910405158996582 (0.2278468335990782) | > loss_disc_real_4: 0.24125850200653076 (0.2309767814812722) | > loss_disc_real_5: 0.2182309478521347 (0.22365085587099) | > loss_0: 2.369868516921997 (2.35638103392217) | > grad_norm_0: tensor(32.1064, device='cuda:0') (tensor(8.6998, device='cuda:0')) | > loss_gen: 2.414328098297119 (2.4664224726813173) | > loss_kl: 1.9557271003723145 (1.9831296306151849) | > loss_feat: 7.157870292663574 (6.8976018243021775) | > loss_mel: 16.85232162475586 (17.29745705096753) | > loss_duration: 1.9918785095214844 (1.9999392481593343) | > loss_1: 30.37212562561035 (30.644550249174042) | > grad_norm_1: tensor(415.6183, device='cuda:0') (tensor(89.9241, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.3896 (0.37517825039950287) | > loader_time: 0.0046 (0.003950146885661335)  --> TIME: 2024-06-12 00:08:12 -- STEP: 179/330 -- GLOBAL_STEP: 333700 | > loss_disc: 2.464996337890625 (2.3724623805317804) | > loss_disc_real_0: 0.16907967627048492 (0.11674351807080167) | > loss_disc_real_1: 0.20950661599636078 (0.19665932755230525) | > loss_disc_real_2: 0.1921163946390152 (0.21151740815719414) | > loss_disc_real_3: 0.22024455666542053 (0.22899329937037144) | > loss_disc_real_4: 0.26105937361717224 (0.23370298351988447) | > loss_disc_real_5: 0.24586856365203857 (0.2258645707335552) | > loss_0: 2.464996337890625 (2.3724623805317804) | > grad_norm_0: tensor(31.2426, device='cuda:0') (tensor(11.0076, device='cuda:0')) | > loss_gen: 2.4743852615356445 (2.465090473270948) | > loss_kl: 1.9594377279281616 (1.9956704657836999) | > loss_feat: 6.906165599822998 (6.898133040806434) | > loss_mel: 16.88140106201172 (17.29642960745528) | > loss_duration: 2.060025691986084 (2.0073519665435704) | > loss_1: 30.281415939331055 (30.662675569843312) | > grad_norm_1: tensor(329.5249, device='cuda:0') (tensor(117.6346, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.413 (0.3774261128303059) | > loader_time: 0.0046 (0.004052341983305008)  --> TIME: 2024-06-12 00:08:22 -- STEP: 204/330 -- GLOBAL_STEP: 333725 | > loss_disc: 2.4388022422790527 (2.3688708777521184) | > loss_disc_real_0: 0.10950817912817001 (0.116793182623737) | > loss_disc_real_1: 0.15185698866844177 (0.19641540659701123) | > loss_disc_real_2: 0.19745002686977386 (0.21059759611300394) | > loss_disc_real_3: 0.22860416769981384 (0.2288338447026178) | > loss_disc_real_4: 0.23937128484249115 (0.2344454733618334) | > loss_disc_real_5: 0.22504986822605133 (0.22580792360446034) | > loss_0: 2.4388022422790527 (2.3688708777521184) | > grad_norm_0: tensor(32.6539, device='cuda:0') (tensor(12.8329, device='cuda:0')) | > loss_gen: 2.3991200923919678 (2.475078835206872) | > loss_kl: 2.1456117630004883 (2.004719374226589) | > loss_feat: 7.205238342285156 (6.921070517278185) | > loss_mel: 16.76997184753418 (17.252683027117847) | > loss_duration: 2.0132346153259277 (2.015495545723858) | > loss_1: 30.533178329467773 (30.669047355651855) | > grad_norm_1: tensor(419.0527, device='cuda:0') (tensor(144.4929, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.4036 (0.37948903967352476) | > loader_time: 0.0048 (0.004168502255982045)  --> TIME: 2024-06-12 00:08:32 -- STEP: 229/330 -- GLOBAL_STEP: 333750 | > loss_disc: 2.2508745193481445 (2.3678844256172025) | > loss_disc_real_0: 0.060470059514045715 (0.11704073117549763) | > loss_disc_real_1: 0.1734510362148285 (0.1966335770214489) | > loss_disc_real_2: 0.20471982657909393 (0.2111113974621202) | > loss_disc_real_3: 0.22827653586864471 (0.22929273688897295) | > loss_disc_real_4: 0.23403890430927277 (0.23315335777649193) | > loss_disc_real_5: 0.21499072015285492 (0.22435950809951433) | > loss_0: 2.2508745193481445 (2.3678844256172025) | > grad_norm_0: tensor(23.4456, device='cuda:0') (tensor(15.4755, device='cuda:0')) | > loss_gen: 2.6724746227264404 (2.477803227162256) | > loss_kl: 2.170774459838867 (2.0110567344848755) | > loss_feat: 6.588172435760498 (6.935361866347134) | > loss_mel: 16.655447006225586 (17.22359337036264) | > loss_duration: 2.1208271980285645 (2.023910538077875) | > loss_1: 30.20769500732422 (30.671725752051742) | > grad_norm_1: tensor(404.7584, device='cuda:0') (tensor(174.0190, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.4121 (0.3825283446166193) | > loader_time: 0.0053 (0.004275119981390941)  --> TIME: 2024-06-12 00:08:43 -- STEP: 254/330 -- GLOBAL_STEP: 333775 | > loss_disc: 2.4359726905822754 (2.3686750029015737) | > loss_disc_real_0: 0.0739661380648613 (0.11752270279437538) | > loss_disc_real_1: 0.18635499477386475 (0.1964142222808102) | > loss_disc_real_2: 0.21206021308898926 (0.21119166294655461) | > loss_disc_real_3: 0.23370124399662018 (0.22963215011780655) | > loss_disc_real_4: 0.25454503297805786 (0.2332694740511301) | > loss_disc_real_5: 0.2216654270887375 (0.22370739275310922) | > loss_0: 2.4359726905822754 (2.3686750029015737) | > grad_norm_0: tensor(23.2071, device='cuda:0') (tensor(17.6011, device='cuda:0')) | > loss_gen: 2.507577896118164 (2.480579058016378) | > loss_kl: 2.0421669483184814 (2.0122082547878657) | > loss_feat: 7.122988700866699 (6.9430347690432095) | > loss_mel: 17.14820671081543 (17.182286671766132) | > loss_duration: 2.0856614112854004 (2.0314105486306624) | > loss_1: 30.906600952148438 (30.649519297081653) | > grad_norm_1: tensor(251.4514, device='cuda:0') (tensor(199.4814, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.4368 (0.38693094910599113) | > loader_time: 0.0056 (0.004385167219507413)  --> TIME: 2024-06-12 00:08:55 -- STEP: 279/330 -- GLOBAL_STEP: 333800 | > loss_disc: 2.4371793270111084 (2.371655422299567) | > loss_disc_real_0: 0.15473663806915283 (0.11862384535933054) | > loss_disc_real_1: 0.2245384007692337 (0.19851233647288388) | > loss_disc_real_2: 0.21984650194644928 (0.2111759117427265) | > loss_disc_real_3: 0.265545129776001 (0.2296353437033178) | > loss_disc_real_4: 0.2692177891731262 (0.2331596083645325) | > loss_disc_real_5: 0.22066043317317963 (0.2235732263348008) | > loss_0: 2.4371793270111084 (2.371655422299567) | > grad_norm_0: tensor(39.3290, device='cuda:0') (tensor(18.9248, device='cuda:0')) | > loss_gen: 2.706887722015381 (2.4813199231274226) | > loss_kl: 2.1081337928771973 (2.0182756343622787) | > loss_feat: 7.286311626434326 (6.956409949982893) | > loss_mel: 16.83401107788086 (17.13548058335498) | > loss_duration: 2.12222957611084 (2.041121027375635) | > loss_1: 31.057575225830078 (30.632607094275908) | > grad_norm_1: tensor(660.4036, device='cuda:0') (tensor(220.7134, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.4309 (0.39143884566522413) | > loader_time: 0.0062 (0.004505921435612503)  --> TIME: 2024-06-12 00:09:06 -- STEP: 304/330 -- GLOBAL_STEP: 333825 | > loss_disc: 2.299849510192871 (2.3741429401071454) | > loss_disc_real_0: 0.0951259583234787 (0.11962098581716418) | > loss_disc_real_1: 0.16363616287708282 (0.19892406968497922) | > loss_disc_real_2: 0.16955994069576263 (0.21186281618122993) | > loss_disc_real_3: 0.17310017347335815 (0.22943102989933992) | > loss_disc_real_4: 0.21506544947624207 (0.23311754865081688) | > loss_disc_real_5: 0.18717095255851746 (0.223197314594137) | > loss_0: 2.299849510192871 (2.3741429401071454) | > grad_norm_0: tensor(24.4222, device='cuda:0') (tensor(19.9944, device='cuda:0')) | > loss_gen: 2.398371934890747 (2.4771828416146717) | > loss_kl: 2.1941182613372803 (2.0227109103610643) | > loss_feat: 8.101438522338867 (6.9625893784196755) | > loss_mel: 17.030290603637695 (17.08591670425314) | > loss_duration: 2.206967830657959 (2.0523350434867957) | > loss_1: 31.931188583374023 (30.600734867547686) | > grad_norm_1: tensor(589.2806, device='cuda:0') (tensor(237.3103, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 0.4669 (0.39748068702848327) | > loader_time: 0.007 (0.004677297253357735)  --> TIME: 2024-06-12 00:09:34 -- STEP: 329/330 -- GLOBAL_STEP: 333850 | > loss_disc: 2.457024097442627 (2.3791864041499458) | > loss_disc_real_0: 0.08951076865196228 (0.12082665522319568) | > loss_disc_real_1: 0.206350639462471 (0.1989488702686362) | > loss_disc_real_2: 0.2702178955078125 (0.2122858738283256) | > loss_disc_real_3: 0.23184837400913239 (0.22991289773610588) | > loss_disc_real_4: 0.19810351729393005 (0.23334158073805022) | > loss_disc_real_5: 0.25240790843963623 (0.22406179011773913) | > loss_0: 2.457024097442627 (2.3791864041499458) | > grad_norm_0: tensor(14.2131, device='cuda:0') (tensor(20.8692, device='cuda:0')) | > loss_gen: 2.329223871231079 (2.4735438120763704) | > loss_kl: 2.2993125915527344 (2.029831901872049) | > loss_feat: 10.651923179626465 (7.048638465556692) | > loss_mel: 17.459779739379883 (17.064485309334145) | > loss_duration: 2.2931602001190186 (2.067141192299978) | > loss_1: 35.03339767456055 (30.68364065686258) | > grad_norm_1: tensor(422.4150, device='cuda:0') (tensor(250.7816, device='cuda:0')) | > current_lr_0: 0.00018223764071157749 | > current_lr_1: 0.00018223764071157749 | > step_time: 13.6422 (0.4502909350177799) | > loader_time: 0.0359 (0.00513474847045713)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5723657608032227 (2.5723657608032227) | > loss_disc_real_0: 0.24995067715644836 (0.24995067715644836) | > loss_disc_real_1: 0.26570630073547363 (0.26570630073547363) | > loss_disc_real_2: 0.23624877631664276 (0.23624877631664276) | > loss_disc_real_3: 0.20571987330913544 (0.20571987330913544) | > loss_disc_real_4: 0.23448923230171204 (0.23448923230171204) | > loss_disc_real_5: 0.1727973222732544 (0.1727973222732544) | > loss_0: 2.5723657608032227 (2.5723657608032227) | > loss_gen: 2.244748115539551 (2.244748115539551) | > loss_kl: 2.2500219345092773 (2.2500219345092773) | > loss_feat: 5.197396278381348 (5.197396278381348) | > loss_mel: 16.041553497314453 (16.041553497314453) | > loss_duration: 3.104806423187256 (3.104806423187256) | > loss_1: 28.838525772094727 (28.838525772094727)  --> STEP: 1 | > loss_disc: 2.3698554039001465 (2.3698554039001465) | > loss_disc_real_0: 0.18567517399787903 (0.18567517399787903) | > loss_disc_real_1: 0.20537488162517548 (0.20537488162517548) | > loss_disc_real_2: 0.18345953524112701 (0.18345953524112701) | > loss_disc_real_3: 0.26117849349975586 (0.26117849349975586) | > loss_disc_real_4: 0.26057806611061096 (0.26057806611061096) | > loss_disc_real_5: 0.21005241572856903 (0.21005241572856903) | > loss_0: 2.3698554039001465 (2.3698554039001465) | > loss_gen: 2.4454455375671387 (2.4454455375671387) | > loss_kl: 2.931330442428589 (2.931330442428589) | > loss_feat: 5.696921348571777 (5.696921348571777) | > loss_mel: 18.61474609375 (18.61474609375) | > loss_duration: 2.414987564086914 (2.414987564086914) | > loss_1: 32.103431701660156 (32.103431701660156)  --> STEP: 2 | > loss_disc: 2.1772921085357666 (2.2735737562179565) | > loss_disc_real_0: 0.07793281972408295 (0.131803996860981) | > loss_disc_real_1: 0.15296675264835358 (0.17917081713676453) | > loss_disc_real_2: 0.17993643879890442 (0.18169798702001572) | > loss_disc_real_3: 0.15968817472457886 (0.21043333411216736) | > loss_disc_real_4: 0.18712551891803741 (0.2238517925143242) | > loss_disc_real_5: 0.17968466877937317 (0.1948685422539711) | > loss_0: 2.1772921085357666 (2.2735737562179565) | > loss_gen: 2.1563849449157715 (2.300915241241455) | > loss_kl: 2.6446244716644287 (2.787977457046509) | > loss_feat: 6.0310773849487305 (5.863999366760254) | > loss_mel: 18.514938354492188 (18.564842224121094) | > loss_duration: 2.5102765560150146 (2.4626320600509644) | > loss_1: 31.857301712036133 (31.980366706848145)  --> STEP: 3 | > loss_disc: 2.3688600063323975 (2.305335839589437) | > loss_disc_real_0: 0.18167367577552795 (0.14842722316582999) | > loss_disc_real_1: 0.18676608800888062 (0.18170257409413657) | > loss_disc_real_2: 0.18486304581165314 (0.18275300661722818) | > loss_disc_real_3: 0.24251893162727356 (0.22112853328386942) | > loss_disc_real_4: 0.2582434117794037 (0.23531566560268402) | > loss_disc_real_5: 0.17763645946979523 (0.18912451465924582) | > loss_0: 2.3688600063323975 (2.305335839589437) | > loss_gen: 2.3433051109313965 (2.315045197804769) | > loss_kl: 2.994537591934204 (2.8568308353424072) | > loss_feat: 5.843107223510742 (5.857035319010417) | > loss_mel: 17.191532135009766 (18.107072194417317) | > loss_duration: 2.3406710624694824 (2.4219783941904702) | > loss_1: 30.713153839111328 (31.55796241760254)  --> STEP: 4 | > loss_disc: 2.4132630825042725 (2.3323176503181458) | > loss_disc_real_0: 0.12814462184906006 (0.1433565728366375) | > loss_disc_real_1: 0.19793598353862762 (0.18576092645525932) | > loss_disc_real_2: 0.1965474933385849 (0.18620162829756737) | > loss_disc_real_3: 0.13995763659477234 (0.20083580911159515) | > loss_disc_real_4: 0.20154595375061035 (0.2268732376396656) | > loss_disc_real_5: 0.13482236862182617 (0.1755489781498909) | > loss_0: 2.4132630825042725 (2.3323176503181458) | > loss_gen: 2.121828317642212 (2.2667409777641296) | > loss_kl: 2.885039806365967 (2.863883078098297) | > loss_feat: 7.9484453201293945 (6.379887819290161) | > loss_mel: 18.731922149658203 (18.26328468322754) | > loss_duration: 2.3426883220672607 (2.402155876159668) | > loss_1: 34.02992248535156 (32.175952434539795)  --> STEP: 5 | > loss_disc: 2.345388889312744 (2.3349318981170653) | > loss_disc_real_0: 0.1300537884235382 (0.14069601595401765) | > loss_disc_real_1: 0.22596105933189392 (0.19380095303058625) | > loss_disc_real_2: 0.2064322680234909 (0.1902477562427521) | > loss_disc_real_3: 0.23239991068840027 (0.20714862942695617) | > loss_disc_real_4: 0.21054419875144958 (0.2236074298620224) | > loss_disc_real_5: 0.1824139505624771 (0.17692197263240814) | > loss_0: 2.345388889312744 (2.3349318981170653) | > loss_gen: 2.4200308322906494 (2.2973989486694335) | > loss_kl: 2.5998620986938477 (2.8110788822174073) | > loss_feat: 7.100794792175293 (6.524069213867188) | > loss_mel: 18.476964950561523 (18.306020736694336) | > loss_duration: 2.345139265060425 (2.3907525539398193) | > loss_1: 32.94279098510742 (32.32932014465332)  --> STEP: 6 | > loss_disc: 2.182539701461792 (2.30953319867452) | > loss_disc_real_0: 0.13874033093452454 (0.1403700684507688) | > loss_disc_real_1: 0.14887775480747223 (0.18631375332673392) | > loss_disc_real_2: 0.17220628261566162 (0.18724084397157034) | > loss_disc_real_3: 0.18910269439220428 (0.20414097358783087) | > loss_disc_real_4: 0.15999694168567657 (0.21300568183263144) | > loss_disc_real_5: 0.13398435711860657 (0.16976570338010788) | > loss_0: 2.182539701461792 (2.30953319867452) | > loss_gen: 2.38808536529541 (2.3125133514404297) | > loss_kl: 2.732011556625366 (2.797900994618734) | > loss_feat: 6.514273643493652 (6.522436618804932) | > loss_mel: 18.223331451416016 (18.29223918914795) | > loss_duration: 2.2041468620300293 (2.3596516052881875) | > loss_1: 32.06184768676758 (32.28474140167236)  --> STEP: 7 | > loss_disc: 2.694611072540283 (2.364544323512486) | > loss_disc_real_0: 0.3018573224544525 (0.16343967616558075) | > loss_disc_real_1: 0.21953493356704712 (0.19105963621820723) | > loss_disc_real_2: 0.28178685903549194 (0.20074741755213057) | > loss_disc_real_3: 0.21715191006660461 (0.20599967879908426) | > loss_disc_real_4: 0.18931055068969727 (0.20962066309792654) | > loss_disc_real_5: 0.1451869159936905 (0.16625444803919112) | > loss_0: 2.694611072540283 (2.364544323512486) | > loss_gen: 2.1280312538146973 (2.286158766065325) | > loss_kl: 3.6892173290252686 (2.925231899533953) | > loss_feat: 6.561258316040039 (6.527982575552804) | > loss_mel: 16.12177085876465 (17.98217228480748) | > loss_duration: 2.499009370803833 (2.3795598575047086) | > loss_1: 30.999286651611328 (32.1011050088065)  --> STEP: 8 | > loss_disc: 2.4129724502563477 (2.3705978393554688) | > loss_disc_real_0: 0.10061536729335785 (0.1555866375565529) | > loss_disc_real_1: 0.2040804624557495 (0.1926872394979) | > loss_disc_real_2: 0.18783560395240784 (0.19913344085216522) | > loss_disc_real_3: 0.29362794756889343 (0.2169532123953104) | > loss_disc_real_4: 0.25686129927635193 (0.21552574262022972) | > loss_disc_real_5: 0.24819622933864594 (0.17649717070162296) | > loss_0: 2.4129724502563477 (2.3705978393554688) | > loss_gen: 2.337428092956543 (2.2925674319267273) | > loss_kl: 3.110825538635254 (2.9484311044216156) | > loss_feat: 9.64196491241455 (6.9172303676605225) | > loss_mel: 18.798568725585938 (18.084221839904785) | > loss_duration: 2.2076351642608643 (2.358069270849228) | > loss_1: 36.09642028808594 (32.60051941871643)  --> STEP: 9 | > loss_disc: 2.3013877868652344 (2.3629078335232205) | > loss_disc_real_0: 0.1589333713054657 (0.15595849686198765) | > loss_disc_real_1: 0.14155805110931396 (0.18700621856583488) | > loss_disc_real_2: 0.27762481570243835 (0.2078547047244178) | > loss_disc_real_3: 0.20223665237426758 (0.21531803905963898) | > loss_disc_real_4: 0.22852054238319397 (0.21696960926055908) | > loss_disc_real_5: 0.1497267633676529 (0.1735226809978485) | > loss_0: 2.3013877868652344 (2.3629078335232205) | > loss_gen: 2.473559617996216 (2.312677674823337) | > loss_kl: 2.4733848571777344 (2.8956481880611844) | > loss_feat: 8.177051544189453 (7.05721049838596) | > loss_mel: 18.72247314453125 (18.15513865152995) | > loss_duration: 2.1726484298706055 (2.3374669551849365) | > loss_1: 34.01911926269531 (32.758141623602974)  --> STEP: 10 | > loss_disc: 2.2785606384277344 (2.354473114013672) | > loss_disc_real_0: 0.1392800509929657 (0.15429065227508545) | > loss_disc_real_1: 0.18234702944755554 (0.18654029965400695) | > loss_disc_real_2: 0.20899851620197296 (0.2079690858721733) | > loss_disc_real_3: 0.19656747579574585 (0.21344298273324966) | > loss_disc_real_4: 0.1616067886352539 (0.21143332719802857) | > loss_disc_real_5: 0.15112541615962982 (0.17128295451402664) | > loss_0: 2.2785606384277344 (2.354473114013672) | > loss_gen: 2.1945128440856934 (2.300861191749573) | > loss_kl: 2.387848138809204 (2.8448681831359863) | > loss_feat: 6.088494777679443 (6.960338926315307) | > loss_mel: 14.960070610046387 (17.835631847381592) | > loss_duration: 2.382132053375244 (2.3419334650039674) | > loss_1: 28.013057708740234 (32.2836332321167)  --> STEP: 11 | > loss_disc: 2.3685545921325684 (2.355753248388117) | > loss_disc_real_0: 0.15441228449344635 (0.1543017097494819) | > loss_disc_real_1: 0.23405206203460693 (0.19085955077951605) | > loss_disc_real_2: 0.2692781388759613 (0.21354263614524494) | > loss_disc_real_3: 0.2394421249628067 (0.21580654111775485) | > loss_disc_real_4: 0.18914104998111725 (0.2094067565419457) | > loss_disc_real_5: 0.12956814467906952 (0.16749069907448508) | > loss_0: 2.3685545921325684 (2.355753248388117) | > loss_gen: 2.3922855854034424 (2.309172500263561) | > loss_kl: 3.354794979095459 (2.8912251645868476) | > loss_feat: 6.578145503997803 (6.925594069740989) | > loss_mel: 17.855026245117188 (17.837394974448465) | > loss_duration: 2.5363211631774902 (2.359605073928833) | > loss_1: 32.716575622558594 (32.32299163124778)  --> STEP: 12 | > loss_disc: 2.3778984546661377 (2.357598682244619) | > loss_disc_real_0: 0.11203509569168091 (0.1507794919113318) | > loss_disc_real_1: 0.21655653417110443 (0.19300096606214842) | > loss_disc_real_2: 0.32456618547439575 (0.22279459858934084) | > loss_disc_real_3: 0.15551453828811646 (0.21078220754861832) | > loss_disc_real_4: 0.2219894528388977 (0.21045531456669173) | > loss_disc_real_5: 0.13728627562522888 (0.16497366378704706) | > loss_0: 2.3778984546661377 (2.357598682244619) | > loss_gen: 2.301710844039917 (2.308550695578257) | > loss_kl: 2.4572384357452393 (2.8550596038500466) | > loss_feat: 5.938605785369873 (6.843345046043396) | > loss_mel: 16.539901733398438 (17.729270537694294) | > loss_duration: 2.310271739959717 (2.35549396276474) | > loss_1: 29.547727584838867 (32.09171962738037)  --> STEP: 13 | > loss_disc: 2.6136555671691895 (2.377295365700355) | > loss_disc_real_0: 0.3036097586154938 (0.16253566627319044) | > loss_disc_real_1: 0.24228203296661377 (0.1967918173624919) | > loss_disc_real_2: 0.22123053669929504 (0.2226742861362604) | > loss_disc_real_3: 0.23609627783298492 (0.21272944372433883) | > loss_disc_real_4: 0.19186337292194366 (0.2090251652094034) | > loss_disc_real_5: 0.1998763233423233 (0.16765848375283754) | > loss_0: 2.6136555671691895 (2.377295365700355) | > loss_gen: 2.235353946685791 (2.302920176432683) | > loss_kl: 3.7208008766174316 (2.921655086370615) | > loss_feat: 7.173263072967529 (6.868723355806791) | > loss_mel: 17.709054946899414 (17.727715492248535) | > loss_duration: 2.229567527770996 (2.3458073139190674) | > loss_1: 33.06803894042969 (32.16682111299955)  --> STEP: 14 | > loss_disc: 2.3590407371520996 (2.375991463661194) | > loss_disc_real_0: 0.13093343377113342 (0.16027836395161493) | > loss_disc_real_1: 0.14419406652450562 (0.1930348351597786) | > loss_disc_real_2: 0.2108457237482071 (0.22182938882282802) | > loss_disc_real_3: 0.1961197704076767 (0.2115430384874344) | > loss_disc_real_4: 0.23298676311969757 (0.21073670791728155) | > loss_disc_real_5: 0.22455242276191711 (0.17172233653920038) | > loss_0: 2.3590407371520996 (2.375991463661194) | > loss_gen: 2.3185181617736816 (2.304034318242754) | > loss_kl: 3.132240056991577 (2.936696869986398) | > loss_feat: 7.180932998657227 (6.891024044581822) | > loss_mel: 18.708566665649414 (17.797776290348597) | > loss_duration: 2.348742723464966 (2.346016986029489) | > loss_1: 33.68899917602539 (32.275548117501394)  --> STEP: 15 | > loss_disc: 2.213505983352661 (2.365159098307292) | > loss_disc_real_0: 0.11417931318283081 (0.15720509390036266) | > loss_disc_real_1: 0.1833302080631256 (0.19238786002000172) | > loss_disc_real_2: 0.16270241141319275 (0.21788759032885233) | > loss_disc_real_3: 0.22921501100063324 (0.2127211699883143) | > loss_disc_real_4: 0.23438234627246857 (0.21231308380762737) | > loss_disc_real_5: 0.22883479297161102 (0.1755298336346944) | > loss_0: 2.213505983352661 (2.365159098307292) | > loss_gen: 2.4722917079925537 (2.3152514775594075) | > loss_kl: 3.771749496459961 (2.9923670450846354) | > loss_feat: 6.449857711791992 (6.861612955729167) | > loss_mel: 17.668365478515625 (17.789148902893068) | > loss_duration: 2.404507875442505 (2.349916378657023) | > loss_1: 32.76677322387695 (32.30829645792643)  --> STEP: 16 | > loss_disc: 2.4424004554748535 (2.3699866831302643) | > loss_disc_real_0: 0.17957369983196259 (0.15860313177108765) | > loss_disc_real_1: 0.19881722331047058 (0.19278969522565603) | > loss_disc_real_2: 0.2328205555677414 (0.2188209006562829) | > loss_disc_real_3: 0.25282907485961914 (0.21522791404277086) | > loss_disc_real_4: 0.24970532953739166 (0.21465009916573763) | > loss_disc_real_5: 0.2086651474237442 (0.17760079074651003) | > loss_0: 2.4424004554748535 (2.3699866831302643) | > loss_gen: 2.628307342529297 (2.3348174691200256) | > loss_kl: 2.8405442237854004 (2.9828781187534332) | > loss_feat: 8.35066032409668 (6.954678416252136) | > loss_mel: 17.354738235473633 (17.761998236179352) | > loss_duration: 2.3444743156433105 (2.349576249718666) | > loss_1: 33.51872253417969 (32.38394808769226)  --> STEP: 17 | > loss_disc: 2.6173813343048096 (2.384539309669943) | > loss_disc_real_0: 0.1959208846092224 (0.16079829370274262) | > loss_disc_real_1: 0.15161307156085968 (0.1903675408924327) | > loss_disc_real_2: 0.22956998646259308 (0.21945319982135997) | > loss_disc_real_3: 0.2224075049161911 (0.21565024291767793) | > loss_disc_real_4: 0.19732114672660828 (0.21363074902225943) | > loss_disc_real_5: 0.2394784688949585 (0.181240654167007) | > loss_0: 2.6173813343048096 (2.384539309669943) | > loss_gen: 2.2580933570861816 (2.3303042860592114) | > loss_kl: 2.9892849922180176 (2.9832549936631145) | > loss_feat: 6.653581619262695 (6.9369668399586395) | > loss_mel: 16.660268783569336 (17.69719062131994) | > loss_duration: 2.533775806427002 (2.360411517760333) | > loss_1: 31.095003128051758 (32.3081277959487)  --> STEP: 18 | > loss_disc: 2.6636228561401367 (2.4000439511405096) | > loss_disc_real_0: 0.15756630897521973 (0.16061873899565804) | > loss_disc_real_1: 0.20965050160884857 (0.19143881648778915) | > loss_disc_real_2: 0.20593392848968506 (0.21870212919182247) | > loss_disc_real_3: 0.21113704144954681 (0.21539950950278175) | > loss_disc_real_4: 0.2433680146932602 (0.21528281933731502) | > loss_disc_real_5: 0.22493036091327667 (0.1836678600973553) | > loss_0: 2.6636228561401367 (2.4000439511405096) | > loss_gen: 2.1199779510498047 (2.3186194896698) | > loss_kl: 3.2636966705322266 (2.9988350868225098) | > loss_feat: 8.047717094421387 (6.998675187428792) | > loss_mel: 19.360979080200195 (17.789623313479954) | > loss_duration: 2.253033399581909 (2.3544460667504206) | > loss_1: 35.045406341552734 (32.46019882626004)  --> STEP: 19 | > loss_disc: 2.623114585876465 (2.4117845108634546) | > loss_disc_real_0: 0.2544329762458801 (0.16555633042988024) | > loss_disc_real_1: 0.203695610165596 (0.19208391089188426) | > loss_disc_real_2: 0.24151544272899628 (0.21990282990430532) | > loss_disc_real_3: 0.31147870421409607 (0.22045630922442988) | > loss_disc_real_4: 0.2570532262325287 (0.21748126180548416) | > loss_disc_real_5: 0.24151106178760529 (0.18671223913368426) | > loss_0: 2.623114585876465 (2.4117845108634546) | > loss_gen: 2.422889232635498 (2.324107370878521) | > loss_kl: 2.187161684036255 (2.956115434044286) | > loss_feat: 7.478320121765137 (7.023919657657021) | > loss_mel: 16.45625877380371 (17.719446232444362) | > loss_duration: 2.366562843322754 (2.355083791833175) | > loss_1: 30.91119384765625 (32.37867224843878)  --> STEP: 20 | > loss_disc: 2.397022247314453 (2.411046397686005) | > loss_disc_real_0: 0.1485275775194168 (0.16470489278435707) | > loss_disc_real_1: 0.18091616034507751 (0.19152552336454393) | > loss_disc_real_2: 0.17919239401817322 (0.21786730810999871) | > loss_disc_real_3: 0.25218304991722107 (0.22204264625906944) | > loss_disc_real_4: 0.18570572137832642 (0.2158924847841263) | > loss_disc_real_5: 0.1280483603477478 (0.18377904519438742) | > loss_0: 2.397022247314453 (2.411046397686005) | > loss_gen: 2.452932834625244 (2.330548644065857) | > loss_kl: 2.1139073371887207 (2.9140050292015074) | > loss_feat: 7.926547050476074 (7.069051027297974) | > loss_mel: 17.495784759521484 (17.708263158798218) | > loss_duration: 2.305865526199341 (2.3526228785514833) | > loss_1: 32.29503631591797 (32.37449045181275)  --> STEP: 21 | > loss_disc: 2.5352895259857178 (2.416962737128848) | > loss_disc_real_0: 0.1541464626789093 (0.16420211039838337) | > loss_disc_real_1: 0.2715177536010742 (0.19533467718533107) | > loss_disc_real_2: 0.24181368947029114 (0.21900761198429836) | > loss_disc_real_3: 0.19018176198005676 (0.22052546129340217) | > loss_disc_real_4: 0.20596790313720703 (0.2154198856580825) | > loss_disc_real_5: 0.2448652982711792 (0.18668791438852037) | > loss_0: 2.5352895259857178 (2.416962737128848) | > loss_gen: 2.28775691986084 (2.328510942913237) | > loss_kl: 3.030224323272705 (2.919539281300136) | > loss_feat: 6.156590461730957 (7.025600524175735) | > loss_mel: 16.016714096069336 (17.627713203430176) | > loss_duration: 2.1894330978393555 (2.34485193661281) | > loss_1: 29.680721282958984 (32.24621572948637)  --> STEP: 22 | > loss_disc: 2.5030174255371094 (2.420874313874678) | > loss_disc_real_0: 0.17073899507522583 (0.16449924152005801) | > loss_disc_real_1: 0.17697173357009888 (0.19449999793009323) | > loss_disc_real_2: 0.2915848195552826 (0.22230657596479764) | > loss_disc_real_3: 0.21792516112327576 (0.2204072658311237) | > loss_disc_real_4: 0.23918487131595612 (0.21650011227889496) | > loss_disc_real_5: 0.25025510787963867 (0.1895773322744803) | > loss_0: 2.5030174255371094 (2.420874313874678) | > loss_gen: 2.412926197052002 (2.3323479999195444) | > loss_kl: 2.4325835704803467 (2.8974049308083276) | > loss_feat: 7.521666049957275 (7.048148957165805) | > loss_mel: 15.413203239440918 (17.52705365961248) | > loss_duration: 2.1825759410858154 (2.337475754997947) | > loss_1: 29.962953567504883 (32.142431085759945)  --> STEP: 23 | > loss_disc: 2.362929105758667 (2.418354957000069) | > loss_disc_real_0: 0.1370517462491989 (0.16330587216045545) | > loss_disc_real_1: 0.20447079837322235 (0.19493351099283798) | > loss_disc_real_2: 0.23202791810035706 (0.22272924301416977) | > loss_disc_real_3: 0.21745744347572327 (0.22027901268523672) | > loss_disc_real_4: 0.2583596706390381 (0.21832009307716205) | > loss_disc_real_5: 0.22021284699440002 (0.19090931117534637) | > loss_0: 2.362929105758667 (2.418354957000069) | > loss_gen: 2.345371961593628 (2.3329142591227656) | > loss_kl: 3.149763345718384 (2.908377035804417) | > loss_feat: 4.849238395690918 (6.952544150145157) | > loss_mel: 16.118986129760742 (17.46583333222762) | > loss_duration: 2.2786946296691895 (2.3349200538966963) | > loss_1: 28.742053985595703 (31.994588603144106)  --> STEP: 24 | > loss_disc: 2.5184435844421387 (2.422525316476822) | > loss_disc_real_0: 0.21595531702041626 (0.1654995990296205) | > loss_disc_real_1: 0.16486762464046478 (0.19368076572815576) | > loss_disc_real_2: 0.17416079342365265 (0.2207055576145649) | > loss_disc_real_3: 0.20903435349464417 (0.21981048521896204) | > loss_disc_real_4: 0.2325679361820221 (0.2189137532065312) | > loss_disc_real_5: 0.1776893138885498 (0.1903584779550632) | > loss_0: 2.5184435844421387 (2.422525316476822) | > loss_gen: 2.170835018157959 (2.326160957415899) | > loss_kl: 2.665853977203369 (2.8982719083627067) | > loss_feat: 6.402353286743164 (6.929619530836741) | > loss_mel: 17.146804809570312 (17.4525404771169) | > loss_duration: 2.4137866497039795 (2.338206162055333) | > loss_1: 30.799633026123047 (31.944798787434895)  --> STEP: 25 | > loss_disc: 2.3531241416931152 (2.4197492694854734) | > loss_disc_real_0: 0.21278566122055054 (0.1673910415172577) | > loss_disc_real_1: 0.20063042640686035 (0.19395875215530395) | > loss_disc_real_2: 0.1735931783914566 (0.21882106244564056) | > loss_disc_real_3: 0.22212909162044525 (0.21990322947502136) | > loss_disc_real_4: 0.22153781354427338 (0.21901871562004088) | > loss_disc_real_5: 0.16971556842327118 (0.1895327615737915) | > loss_0: 2.3531241416931152 (2.4197492694854734) | > loss_gen: 2.630855083465576 (2.338348722457886) | > loss_kl: 3.3638529777526855 (2.9168951511383057) | > loss_feat: 6.0124735832214355 (6.892933692932129) | > loss_mel: 14.936784744262695 (17.351910247802735) | > loss_duration: 2.4198033809661865 (2.3414700508117674) | > loss_1: 29.36376953125 (31.8415576171875)  --> STEP: 26 | > loss_disc: 2.6111156940460205 (2.427109516583956) | > loss_disc_real_0: 0.09731173515319824 (0.16469568358017847) | > loss_disc_real_1: 0.17424927651882172 (0.19320069540005463) | > loss_disc_real_2: 0.10208487510681152 (0.21433120908645484) | > loss_disc_real_3: 0.09583884477615356 (0.21513152237121874) | > loss_disc_real_4: 0.1269732564687729 (0.21547850565268442) | > loss_disc_real_5: 0.13317140936851501 (0.18736501725820395) | > loss_0: 2.6111156940460205 (2.427109516583956) | > loss_gen: 1.6954381465911865 (2.313621392616859) | > loss_kl: 2.788269519805908 (2.911948011471675) | > loss_feat: 13.054787635803223 (7.129928075350248) | > loss_mel: 20.224775314331055 (17.462405058053825) | > loss_duration: 2.2993502616882324 (2.3398500589224005) | > loss_1: 40.0626220703125 (32.15775240384615) --> EVAL PERFORMANCE | > avg_loader_time: 0.00247511496910682 (+5.9054448054386786e-05) | > avg_loss_disc: 2.427109516583956 (-0.06879414044893739) | > avg_loss_disc_real_0: 0.16469568358017847 (-0.004608493298292132) | > avg_loss_disc_real_1: 0.19320069540005463 (+0.010876532644033432) | > avg_loss_disc_real_2: 0.21433120908645484 (-0.04617879367791691) | > avg_loss_disc_real_3: 0.21513152237121874 (-0.059990117183098435) | > avg_loss_disc_real_4: 0.21547850565268442 (-0.06684107734606817) | > avg_loss_disc_real_5: 0.18736501725820395 (-0.08871247103581056) | > avg_loss_0: 2.427109516583956 (-0.06879414044893739) | > avg_loss_gen: 2.313621392616859 (-0.2045558049128604) | > avg_loss_kl: 2.911948011471675 (-0.11672436274014997) | > avg_loss_feat: 7.129928075350248 (+0.3509865907522354) | > avg_loss_mel: 17.462405058053825 (+0.13325386780959292) | > avg_loss_duration: 2.3398500589224005 (+0.015950780648450902) | > avg_loss_1: 32.15775240384615 (+0.17891106238731425)  > EPOCH: 745/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:09:40)   --> TIME: 2024-06-12 00:09:50 -- STEP: 24/330 -- GLOBAL_STEP: 333875 | > loss_disc: 2.4276793003082275 (2.3250621557235713) | > loss_disc_real_0: 0.11733829975128174 (0.1057036379352212) | > loss_disc_real_1: 0.21931256353855133 (0.19305644681056341) | > loss_disc_real_2: 0.19986538589000702 (0.20592324994504452) | > loss_disc_real_3: 0.2539014220237732 (0.22656756080687046) | > loss_disc_real_4: 0.24945732951164246 (0.22869118427236876) | > loss_disc_real_5: 0.23003415763378143 (0.22199599258601665) | > loss_0: 2.4276793003082275 (2.3250621557235713) | > grad_norm_0: tensor(4.6093, device='cuda:0') (tensor(7.1027, device='cuda:0')) | > loss_gen: 2.5944743156433105 (2.487386385599772) | > loss_kl: 1.8635245561599731 (1.8602238794167836) | > loss_feat: 7.405385494232178 (6.982071439425151) | > loss_mel: 17.331464767456055 (17.309342861175537) | > loss_duration: 1.947605848312378 (2.0345803002516427) | > loss_1: 31.1424560546875 (30.6736052831014) | > grad_norm_1: tensor(53.9497, device='cuda:0') (tensor(83.5647, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.3456 (0.3617291251818339) | > loader_time: 0.0036 (0.0032871762911478677)  --> TIME: 2024-06-12 00:09:59 -- STEP: 49/330 -- GLOBAL_STEP: 333900 | > loss_disc: 2.4233038425445557 (2.3472753009017633) | > loss_disc_real_0: 0.11902099847793579 (0.10752496427419234) | > loss_disc_real_1: 0.19222204387187958 (0.1958545066264211) | > loss_disc_real_2: 0.18206702172756195 (0.20947159401008061) | > loss_disc_real_3: 0.21665038168430328 (0.22953227192771677) | > loss_disc_real_4: 0.22954389452934265 (0.22881419348473453) | > loss_disc_real_5: 0.21669533848762512 (0.22138763568839248) | > loss_0: 2.4233038425445557 (2.3472753009017633) | > grad_norm_0: tensor(7.8006, device='cuda:0') (tensor(7.4490, device='cuda:0')) | > loss_gen: 2.44170880317688 (2.4791961689384614) | > loss_kl: 1.996751070022583 (1.893224419379721) | > loss_feat: 6.6436920166015625 (6.939045944992377) | > loss_mel: 17.329679489135742 (17.390452715815332) | > loss_duration: 1.95592200756073 (2.00217588093816) | > loss_1: 30.367753982543945 (30.704095412273798) | > grad_norm_1: tensor(67.1751, device='cuda:0') (tensor(84.7920, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.3635 (0.3602186660377346) | > loader_time: 0.0041 (0.0033261532686194597)  --> TIME: 2024-06-12 00:10:09 -- STEP: 74/330 -- GLOBAL_STEP: 333925 | > loss_disc: 2.4130752086639404 (2.346034623481132) | > loss_disc_real_0: 0.09945663809776306 (0.10790664893952576) | > loss_disc_real_1: 0.17609895765781403 (0.19592540006379824) | > loss_disc_real_2: 0.22229711711406708 (0.20976044418844014) | > loss_disc_real_3: 0.2468326836824417 (0.2292779210854221) | > loss_disc_real_4: 0.22745758295059204 (0.22985793770970525) | > loss_disc_real_5: 0.20085951685905457 (0.2224579962926942) | > loss_0: 2.4130752086639404 (2.346034623481132) | > grad_norm_0: tensor(8.0587, device='cuda:0') (tensor(8.2937, device='cuda:0')) | > loss_gen: 2.510470151901245 (2.484633587502144) | > loss_kl: 2.025139093399048 (1.923844012054237) | > loss_feat: 7.388809680938721 (6.997897695850682) | > loss_mel: 17.967531204223633 (17.431503244348473) | > loss_duration: 1.9073288440704346 (1.9894505723102673) | > loss_1: 31.799280166625977 (30.827329223220413) | > grad_norm_1: tensor(53.6109, device='cuda:0') (tensor(88.3284, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.3787 (0.3609567816193039) | > loader_time: 0.0044 (0.003425511153968605)  --> TIME: 2024-06-12 00:10:18 -- STEP: 99/330 -- GLOBAL_STEP: 333950 | > loss_disc: 2.366077423095703 (2.3527191383670067) | > loss_disc_real_0: 0.10148552805185318 (0.110195635093583) | > loss_disc_real_1: 0.17727714776992798 (0.1966544775047688) | > loss_disc_real_2: 0.23545680940151215 (0.21096175577905443) | > loss_disc_real_3: 0.22219237685203552 (0.22937425173292256) | > loss_disc_real_4: 0.20853497087955475 (0.23027486301431752) | > loss_disc_real_5: 0.2095576524734497 (0.2223056824219347) | > loss_0: 2.366077423095703 (2.3527191383670067) | > grad_norm_0: tensor(7.4067, device='cuda:0') (tensor(8.2958, device='cuda:0')) | > loss_gen: 2.3648579120635986 (2.4808577262994023) | > loss_kl: 2.0231432914733887 (1.9443609004068856) | > loss_feat: 7.422528266906738 (7.003346351662067) | > loss_mel: 18.33524513244629 (17.43163149284594) | > loss_duration: 2.0099964141845703 (1.991047405233287) | > loss_1: 32.15576934814453 (30.851243934246025) | > grad_norm_1: tensor(94.1200, device='cuda:0') (tensor(88.8827, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.3886 (0.36435050916190115) | > loader_time: 0.0045 (0.0035436346073343295)  --> TIME: 2024-06-12 00:10:28 -- STEP: 124/330 -- GLOBAL_STEP: 333975 | > loss_disc: 2.37972354888916 (2.359907471364544) | > loss_disc_real_0: 0.097536101937294 (0.11073225099713571) | > loss_disc_real_1: 0.19201278686523438 (0.19755234413089293) | > loss_disc_real_2: 0.20679667592048645 (0.21087305488124972) | > loss_disc_real_3: 0.22070762515068054 (0.22996869394856115) | > loss_disc_real_4: 0.2373674511909485 (0.2308828777843906) | > loss_disc_real_5: 0.2222546935081482 (0.22313752109485288) | > loss_0: 2.37972354888916 (2.359907471364544) | > grad_norm_0: tensor(11.2314, device='cuda:0') (tensor(8.9185, device='cuda:0')) | > loss_gen: 2.381431818008423 (2.471977412700654) | > loss_kl: 2.037121295928955 (1.9574919208403556) | > loss_feat: 6.771844863891602 (6.955897942666085) | > loss_mel: 17.583398818969727 (17.424903823483376) | > loss_duration: 2.005891799926758 (1.9948022298274501) | > loss_1: 30.779687881469727 (30.80507339969758) | > grad_norm_1: tensor(67.4281, device='cuda:0') (tensor(96.3638, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.369 (0.3677848135271381) | > loader_time: 0.0042 (0.0036906638453083652)  --> TIME: 2024-06-12 00:10:38 -- STEP: 149/330 -- GLOBAL_STEP: 334000 | > loss_disc: 2.268216133117676 (2.3582615564333507) | > loss_disc_real_0: 0.14569303393363953 (0.11216092479709011) | > loss_disc_real_1: 0.1750204861164093 (0.1970171853399917) | > loss_disc_real_2: 0.253409743309021 (0.21088727238594285) | > loss_disc_real_3: 0.2473946511745453 (0.22974016282382428) | > loss_disc_real_4: 0.23744477331638336 (0.23097241544883523) | > loss_disc_real_5: 0.19631025195121765 (0.2221963561621288) | > loss_0: 2.268216133117676 (2.3582615564333507) | > grad_norm_0: tensor(10.4585, device='cuda:0') (tensor(9.9939, device='cuda:0')) | > loss_gen: 2.5356690883636475 (2.4759658887082296) | > loss_kl: 1.9383175373077393 (1.9720168945773335) | > loss_feat: 7.034154891967773 (6.976931037518802) | > loss_mel: 17.12359619140625 (17.408442874882844) | > loss_duration: 2.0416455268859863 (1.9995764557947249) | > loss_1: 30.673383712768555 (30.832933259490353) | > grad_norm_1: tensor(302.8788, device='cuda:0') (tensor(120.1822, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.3873 (0.3706501474316489) | > loader_time: 0.0043 (0.0037982767860361396) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_334000.pth  --> TIME: 2024-06-12 00:10:52 -- STEP: 174/330 -- GLOBAL_STEP: 334025 | > loss_disc: 2.477156400680542 (2.3623263520755993) | > loss_disc_real_0: 0.14642006158828735 (0.11379205371285307) | > loss_disc_real_1: 0.18547149002552032 (0.19688881428419866) | > loss_disc_real_2: 0.21077272295951843 (0.21112535731203255) | > loss_disc_real_3: 0.23013590276241302 (0.230323970060924) | > loss_disc_real_4: 0.23033840954303741 (0.23090830119861955) | > loss_disc_real_5: 0.24429763853549957 (0.22158292449753855) | > loss_0: 2.477156400680542 (2.3623263520755993) | > grad_norm_0: tensor(20.9017, device='cuda:0') (tensor(12.2721, device='cuda:0')) | > loss_gen: 2.45855712890625 (2.4743353964268464) | > loss_kl: 2.008631944656372 (1.9819090126574725) | > loss_feat: 6.2932448387146 (6.9612431142522) | > loss_mel: 17.169198989868164 (17.361884676176917) | > loss_duration: 2.0939671993255615 (2.00535864254524) | > loss_1: 30.023601531982422 (30.784730977025525) | > grad_norm_1: tensor(208.5331, device='cuda:0') (tensor(148.5257, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.374 (0.3723485976800152) | > loader_time: 0.005 (0.003945436970940952)  --> TIME: 2024-06-12 00:11:02 -- STEP: 199/330 -- GLOBAL_STEP: 334050 | > loss_disc: 2.509096145629883 (2.3622887577842824) | > loss_disc_real_0: 0.12512663006782532 (0.1141161804447821) | > loss_disc_real_1: 0.22797752916812897 (0.19783929222492724) | > loss_disc_real_2: 0.19231362640857697 (0.2109137955472697) | > loss_disc_real_3: 0.26003238558769226 (0.23007565122752932) | > loss_disc_real_4: 0.23169316351413727 (0.2311802981936153) | > loss_disc_real_5: 0.21500246226787567 (0.221190350364201) | > loss_0: 2.509096145629883 (2.3622887577842824) | > grad_norm_0: tensor(14.1130, device='cuda:0') (tensor(14.2279, device='cuda:0')) | > loss_gen: 2.361194133758545 (2.4865017644124996) | > loss_kl: 2.03090238571167 (1.9940984656463316) | > loss_feat: 5.659540176391602 (6.980772080732949) | > loss_mel: 17.368200302124023 (17.338885776960662) | > loss_duration: 2.1309502124786377 (2.0132312451175736) | > loss_1: 29.55078887939453 (30.81348947304577) | > grad_norm_1: tensor(275.9829, device='cuda:0') (tensor(178.9970, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.3855 (0.3737070081221998) | > loader_time: 0.0051 (0.004079184939513854)  --> TIME: 2024-06-12 00:11:12 -- STEP: 224/330 -- GLOBAL_STEP: 334075 | > loss_disc: 2.27825927734375 (2.3647988183157787) | > loss_disc_real_0: 0.08631241321563721 (0.11598913937008806) | > loss_disc_real_1: 0.1956995725631714 (0.19795171324429775) | > loss_disc_real_2: 0.2139870524406433 (0.21174318962065236) | > loss_disc_real_3: 0.21992523968219757 (0.23075060300262912) | > loss_disc_real_4: 0.20170804858207703 (0.23063126858323812) | > loss_disc_real_5: 0.1710415929555893 (0.22034772645149908) | > loss_0: 2.27825927734375 (2.3647988183157787) | > grad_norm_0: tensor(22.4215, device='cuda:0') (tensor(17.4058, device='cuda:0')) | > loss_gen: 2.6331121921539307 (2.490697763860225) | > loss_kl: 2.072603702545166 (1.9981316104531288) | > loss_feat: 7.375614166259766 (6.99464407988957) | > loss_mel: 17.342119216918945 (17.30647973077637) | > loss_duration: 2.136045217514038 (2.0209972464612584) | > loss_1: 31.559494018554688 (30.810950577259064) | > grad_norm_1: tensor(652.2454, device='cuda:0') (tensor(211.3360, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.4012 (0.37595355830022276) | > loader_time: 0.0056 (0.004219528819833484)  --> TIME: 2024-06-12 00:11:23 -- STEP: 249/330 -- GLOBAL_STEP: 334100 | > loss_disc: 2.4182329177856445 (2.3670522075101554) | > loss_disc_real_0: 0.1477949321269989 (0.11746480188755147) | > loss_disc_real_1: 0.22559604048728943 (0.19809449676528998) | > loss_disc_real_2: 0.208906352519989 (0.21188438423426756) | > loss_disc_real_3: 0.21437837183475494 (0.23081663819441356) | > loss_disc_real_4: 0.2704184651374817 (0.23044836814384384) | > loss_disc_real_5: 0.22858569025993347 (0.2204479795383162) | > loss_0: 2.4182329177856445 (2.3670522075101554) | > grad_norm_0: tensor(18.5168, device='cuda:0') (tensor(19.2594, device='cuda:0')) | > loss_gen: 2.360724449157715 (2.490584232720983) | > loss_kl: 2.0293593406677246 (2.002259374143607) | > loss_feat: 6.264978408813477 (6.976703473363057) | > loss_mel: 16.628707885742188 (17.26357991245376) | > loss_duration: 2.1177475452423096 (2.0296665406131402) | > loss_1: 29.401519775390625 (30.76279368266523) | > grad_norm_1: tensor(296.2703, device='cuda:0') (tensor(234.0042, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.4266 (0.3816681521005899) | > loader_time: 0.0056 (0.0043572326261834445)  --> TIME: 2024-06-12 00:11:35 -- STEP: 274/330 -- GLOBAL_STEP: 334125 | > loss_disc: 2.4739034175872803 (2.371308204901479) | > loss_disc_real_0: 0.1501477062702179 (0.11865462527277261) | > loss_disc_real_1: 0.18817782402038574 (0.19830124629457507) | > loss_disc_real_2: 0.20776475965976715 (0.21206433668623875) | > loss_disc_real_3: 0.2515818476676941 (0.2310105063510637) | > loss_disc_real_4: 0.22889375686645508 (0.2309730150295) | > loss_disc_real_5: 0.24458689987659454 (0.22123765934557807) | > loss_0: 2.4739034175872803 (2.371308204901479) | > grad_norm_0: tensor(18.4349, device='cuda:0') (tensor(19.7459, device='cuda:0')) | > loss_gen: 2.3752670288085938 (2.480460004214822) | > loss_kl: 2.099118947982788 (2.0090592020619518) | > loss_feat: 6.484234809875488 (6.953497770058847) | > loss_mel: 16.202072143554688 (17.220427453952976) | > loss_duration: 2.1303937435150146 (2.038312766673795) | > loss_1: 29.291088104248047 (30.70175732661338) | > grad_norm_1: tensor(323.1605, device='cuda:0') (tensor(236.1661, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.4499 (0.38760939479744355) | > loader_time: 0.0062 (0.004503172679539144)  --> TIME: 2024-06-12 00:11:46 -- STEP: 299/330 -- GLOBAL_STEP: 334150 | > loss_disc: 2.309758424758911 (2.3735589590359685) | > loss_disc_real_0: 0.13453149795532227 (0.11994958097071552) | > loss_disc_real_1: 0.1751345545053482 (0.1982921920093805) | > loss_disc_real_2: 0.18470869958400726 (0.2119847381593392) | > loss_disc_real_3: 0.21274399757385254 (0.2308905220350693) | > loss_disc_real_4: 0.2560645341873169 (0.23125076523193946) | > loss_disc_real_5: 0.22152091562747955 (0.2213240831990704) | > loss_0: 2.309758424758911 (2.3735589590359685) | > grad_norm_0: tensor(32.3679, device='cuda:0') (tensor(20.4658, device='cuda:0')) | > loss_gen: 2.551079511642456 (2.476817664494084) | > loss_kl: 2.03051495552063 (2.016655464236153) | > loss_feat: 7.703686714172363 (6.957843973485124) | > loss_mel: 18.05243682861328 (17.186810493469228) | > loss_duration: 2.2045788764953613 (2.0488050438488634) | > loss_1: 32.54229736328125 (30.68693274558587) | > grad_norm_1: tensor(349.3781, device='cuda:0') (tensor(244.7294, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.4725 (0.39389707810902674) | > loader_time: 0.0066 (0.004655196116520808)  --> TIME: 2024-06-12 00:12:00 -- STEP: 324/330 -- GLOBAL_STEP: 334175 | > loss_disc: 2.4134063720703125 (2.376124699174622) | > loss_disc_real_0: 0.14209479093551636 (0.12120869646515743) | > loss_disc_real_1: 0.21379557251930237 (0.19865903791822045) | > loss_disc_real_2: 0.16982021927833557 (0.21219673205488998) | > loss_disc_real_3: 0.23067046701908112 (0.23089204811387593) | > loss_disc_real_4: 0.20991945266723633 (0.23097401369868972) | > loss_disc_real_5: 0.21078096330165863 (0.22126357717278558) | > loss_0: 2.4134063720703125 (2.376124699174622) | > grad_norm_0: tensor(47.0472, device='cuda:0') (tensor(21.8375, device='cuda:0')) | > loss_gen: 2.4885480403900146 (2.4750374415774417) | > loss_kl: 2.1586484909057617 (2.023790297684844) | > loss_feat: 9.328805923461914 (7.001932778476197) | > loss_mel: 17.635957717895508 (17.15604467156491) | > loss_duration: 2.2667126655578613 (2.0633583289605633) | > loss_1: 33.8786735534668 (30.720163639680838) | > grad_norm_1: tensor(679.9621, device='cuda:0') (tensor(259.5805, device='cuda:0')) | > current_lr_0: 0.00018221486100648853 | > current_lr_1: 0.00018221486100648853 | > step_time: 0.6081 (0.4055531731358281) | > loader_time: 0.0094 (0.004907918565067242)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.548612594604492 (2.548612594604492) | > loss_disc_real_0: 0.1926526129245758 (0.1926526129245758) | > loss_disc_real_1: 0.1995876580476761 (0.1995876580476761) | > loss_disc_real_2: 0.25640296936035156 (0.25640296936035156) | > loss_disc_real_3: 0.28814053535461426 (0.28814053535461426) | > loss_disc_real_4: 0.2560874819755554 (0.2560874819755554) | > loss_disc_real_5: 0.2946086823940277 (0.2946086823940277) | > loss_0: 2.548612594604492 (2.548612594604492) | > loss_gen: 2.5657174587249756 (2.5657174587249756) | > loss_kl: 1.7491800785064697 (1.7491800785064697) | > loss_feat: 6.633612632751465 (6.633612632751465) | > loss_mel: 16.162883758544922 (16.162883758544922) | > loss_duration: 2.963587522506714 (2.963587522506714) | > loss_1: 30.074981689453125 (30.074981689453125)  --> STEP: 1 | > loss_disc: 2.503070592880249 (2.503070592880249) | > loss_disc_real_0: 0.11134737730026245 (0.11134737730026245) | > loss_disc_real_1: 0.15754760801792145 (0.15754760801792145) | > loss_disc_real_2: 0.18010292947292328 (0.18010292947292328) | > loss_disc_real_3: 0.2294776886701584 (0.2294776886701584) | > loss_disc_real_4: 0.3299291431903839 (0.3299291431903839) | > loss_disc_real_5: 0.3041696846485138 (0.3041696846485138) | > loss_0: 2.503070592880249 (2.503070592880249) | > loss_gen: 2.417567253112793 (2.417567253112793) | > loss_kl: 2.8052783012390137 (2.8052783012390137) | > loss_feat: 6.3794708251953125 (6.3794708251953125) | > loss_mel: 19.349937438964844 (19.349937438964844) | > loss_duration: 2.3447303771972656 (2.3447303771972656) | > loss_1: 33.2969856262207 (33.2969856262207)  --> STEP: 2 | > loss_disc: 2.2538983821868896 (2.3784844875335693) | > loss_disc_real_0: 0.11554747074842453 (0.11344742402434349) | > loss_disc_real_1: 0.24992039799690247 (0.20373400300741196) | > loss_disc_real_2: 0.23181669414043427 (0.20595981180667877) | > loss_disc_real_3: 0.2279474139213562 (0.2287125512957573) | > loss_disc_real_4: 0.22685016691684723 (0.27838965505361557) | > loss_disc_real_5: 0.2236223965883255 (0.26389604061841965) | > loss_0: 2.2538983821868896 (2.3784844875335693) | > loss_gen: 2.737313985824585 (2.577440619468689) | > loss_kl: 3.510253429412842 (3.1577658653259277) | > loss_feat: 5.628607273101807 (6.00403904914856) | > loss_mel: 17.82147979736328 (18.585708618164062) | > loss_duration: 2.4001288414001465 (2.372429609298706) | > loss_1: 32.097782135009766 (32.697383880615234)  --> STEP: 3 | > loss_disc: 2.3330395221710205 (2.363336165746053) | > loss_disc_real_0: 0.17033326625823975 (0.13240937143564224) | > loss_disc_real_1: 0.2412082701921463 (0.2162254254023234) | > loss_disc_real_2: 0.19678126275539398 (0.20290029545625052) | > loss_disc_real_3: 0.23692958056926727 (0.23145156105359396) | > loss_disc_real_4: 0.2795388400554657 (0.2787727167208989) | > loss_disc_real_5: 0.20934607088565826 (0.24571271737416586) | > loss_0: 2.3330395221710205 (2.363336165746053) | > loss_gen: 2.5607457160949707 (2.5718756516774497) | > loss_kl: 3.067458391189575 (3.1276633739471436) | > loss_feat: 6.56026554107666 (6.18944787979126) | > loss_mel: 17.411367416381836 (18.19426155090332) | > loss_duration: 2.361935615539551 (2.368931611378988) | > loss_1: 31.961772918701172 (32.45218022664388)  --> STEP: 4 | > loss_disc: 2.5480995178222656 (2.409527003765106) | > loss_disc_real_0: 0.21547281742095947 (0.15317523293197155) | > loss_disc_real_1: 0.23761750757694244 (0.22157344594597816) | > loss_disc_real_2: 0.26726919412612915 (0.21899252012372017) | > loss_disc_real_3: 0.2558465003967285 (0.2375502958893776) | > loss_disc_real_4: 0.26698458194732666 (0.2758256830275059) | > loss_disc_real_5: 0.27813854813575745 (0.25381917506456375) | > loss_0: 2.5480995178222656 (2.409527003765106) | > loss_gen: 2.782599687576294 (2.6245566606521606) | > loss_kl: 4.552723407745361 (3.483928382396698) | > loss_feat: 5.899150371551514 (6.116873502731323) | > loss_mel: 17.324901580810547 (17.976921558380127) | > loss_duration: 2.429098129272461 (2.383973240852356) | > loss_1: 32.98847198486328 (32.58625316619873)  --> STEP: 5 | > loss_disc: 2.30442476272583 (2.388506555557251) | > loss_disc_real_0: 0.252188116312027 (0.17297780960798265) | > loss_disc_real_1: 0.22862876951694489 (0.2229845106601715) | > loss_disc_real_2: 0.2050405591726303 (0.2162021279335022) | > loss_disc_real_3: 0.197202667593956 (0.22948077023029329) | > loss_disc_real_4: 0.2806156575679779 (0.27678367793560027) | > loss_disc_real_5: 0.3136144280433655 (0.2657782256603241) | > loss_0: 2.30442476272583 (2.388506555557251) | > loss_gen: 2.970444679260254 (2.6937342643737794) | > loss_kl: 3.0422868728637695 (3.3956000804901123) | > loss_feat: 5.851613521575928 (6.063821506500244) | > loss_mel: 17.795555114746094 (17.94064826965332) | > loss_duration: 2.3646345138549805 (2.380105495452881) | > loss_1: 32.0245361328125 (32.47390975952148)  --> STEP: 6 | > loss_disc: 2.5658345222473145 (2.4180612166722617) | > loss_disc_real_0: 0.1877439171075821 (0.17543882752458254) | > loss_disc_real_1: 0.30146852135658264 (0.23606517910957336) | > loss_disc_real_2: 0.27423587441444397 (0.22587441901365915) | > loss_disc_real_3: 0.24441932141780853 (0.2319705287615458) | > loss_disc_real_4: 0.25368350744247437 (0.2729336495200793) | > loss_disc_real_5: 0.24700996279716492 (0.26265018184979755) | > loss_0: 2.5658345222473145 (2.4180612166722617) | > loss_gen: 2.9238643646240234 (2.7320892810821533) | > loss_kl: 3.7108840942382812 (3.448147416114807) | > loss_feat: 5.816616058349609 (6.022620598475139) | > loss_mel: 16.702356338500977 (17.73426628112793) | > loss_duration: 2.2037577629089355 (2.3507142066955566) | > loss_1: 31.357479095458984 (32.287837982177734)  --> STEP: 7 | > loss_disc: 2.376701593399048 (2.4121526990618025) | > loss_disc_real_0: 0.13625414669513702 (0.1698410159775189) | > loss_disc_real_1: 0.2484445422887802 (0.23783365956374578) | > loss_disc_real_2: 0.25923946499824524 (0.23064085415431432) | > loss_disc_real_3: 0.23407310247421265 (0.23227089643478394) | > loss_disc_real_4: 0.2785113751888275 (0.2737304674727576) | > loss_disc_real_5: 0.26025429368019104 (0.26230791211128235) | > loss_0: 2.376701593399048 (2.4121526990618025) | > loss_gen: 2.6641130447387695 (2.7223783901759555) | > loss_kl: 4.775639533996582 (3.637789147240775) | > loss_feat: 6.3013505935668945 (6.062439169202532) | > loss_mel: 18.852140426635742 (17.893962587629044) | > loss_duration: 2.5146453380584717 (2.3741329397474016) | > loss_1: 35.107887268066406 (32.69070216587612)  --> STEP: 8 | > loss_disc: 2.7740767002105713 (2.4573931992053986) | > loss_disc_real_0: 0.30807292461395264 (0.18712000455707312) | > loss_disc_real_1: 0.20819702744483948 (0.23412908054888248) | > loss_disc_real_2: 0.198905348777771 (0.2266739159822464) | > loss_disc_real_3: 0.23383283615112305 (0.23246613889932632) | > loss_disc_real_4: 0.2811130881309509 (0.2746532950550318) | > loss_disc_real_5: 0.33454906940460205 (0.2713380567729473) | > loss_0: 2.7740767002105713 (2.4573931992053986) | > loss_gen: 2.4713642597198486 (2.6910016238689423) | > loss_kl: 3.5176515579223633 (3.6227719485759735) | > loss_feat: 9.69766902923584 (6.516842901706696) | > loss_mel: 18.567495346069336 (17.978154182434082) | > loss_duration: 2.2714896202087402 (2.361302524805069) | > loss_1: 36.52566909790039 (33.17007303237915)  --> STEP: 9 | > loss_disc: 2.5793495178222656 (2.470943901273939) | > loss_disc_real_0: 0.17045319080352783 (0.18526813636223474) | > loss_disc_real_1: 0.2861175537109375 (0.2399055775668886) | > loss_disc_real_2: 0.3034436106681824 (0.23520388205846152) | > loss_disc_real_3: 0.24782799184322357 (0.23417301144864824) | > loss_disc_real_4: 0.24976204335689545 (0.2718876004219055) | > loss_disc_real_5: 0.2504940330982208 (0.26902205414242214) | > loss_0: 2.5793495178222656 (2.470943901273939) | > loss_gen: 2.8694238662719727 (2.710826317469279) | > loss_kl: 3.190032958984375 (3.5746898386213513) | > loss_feat: 8.969298362731934 (6.789337952931722) | > loss_mel: 18.638158798217773 (18.05148802863227) | > loss_duration: 2.1607766151428223 (2.3390218681759305) | > loss_1: 35.82769012451172 (33.46536382039388)  --> STEP: 10 | > loss_disc: 2.750730514526367 (2.498922562599182) | > loss_disc_real_0: 0.2630668878555298 (0.19304801151156425) | > loss_disc_real_1: 0.31412002444267273 (0.247327022254467) | > loss_disc_real_2: 0.2640010714530945 (0.2380836009979248) | > loss_disc_real_3: 0.3066101670265198 (0.2414167270064354) | > loss_disc_real_4: 0.2637391686439514 (0.2710727572441101) | > loss_disc_real_5: 0.25179946422576904 (0.26729979515075686) | > loss_0: 2.750730514526367 (2.498922562599182) | > loss_gen: 2.4128787517547607 (2.6810315608978272) | > loss_kl: 2.7126710414886475 (3.488487958908081) | > loss_feat: 4.373471736907959 (6.547751331329346) | > loss_mel: 15.220118522644043 (17.768351078033447) | > loss_duration: 2.3540401458740234 (2.34052369594574) | > loss_1: 27.073179244995117 (32.82614536285401)  --> STEP: 11 | > loss_disc: 2.7190232276916504 (2.5189317139712246) | > loss_disc_real_0: 0.24700957536697388 (0.1979536082256924) | > loss_disc_real_1: 0.2624986171722412 (0.24870625815608285) | > loss_disc_real_2: 0.22563859820365906 (0.23695223710753702) | > loss_disc_real_3: 0.31176239252090454 (0.24781178750775076) | > loss_disc_real_4: 0.26859164237976074 (0.2708472013473511) | > loss_disc_real_5: 0.27085429430007935 (0.2676229314370589) | > loss_0: 2.7190232276916504 (2.5189317139712246) | > loss_gen: 2.429372787475586 (2.6581534905867144) | > loss_kl: 3.5630459785461426 (3.4952659606933594) | > loss_feat: 5.378408908843994 (6.4414474747397685) | > loss_mel: 14.896434783935547 (17.50726777857) | > loss_duration: 2.534036874771118 (2.358115803111683) | > loss_1: 28.801300048828125 (32.460250334306195)  --> STEP: 12 | > loss_disc: 2.5567145347595215 (2.5220802823702493) | > loss_disc_real_0: 0.10887603461742401 (0.19053047709167004) | > loss_disc_real_1: 0.3336527347564697 (0.25578513120611507) | > loss_disc_real_2: 0.28177720308303833 (0.2406876509388288) | > loss_disc_real_3: 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(6.287011282784598) | > loss_mel: 19.18834686279297 (17.272096838269913) | > loss_duration: 2.4575891494750977 (2.3422913551330566) | > loss_1: 35.53000259399414 (31.97085530417306)  --> STEP: 15 | > loss_disc: 2.427549362182617 (2.505033000310262) | > loss_disc_real_0: 0.18502570688724518 (0.1810829202334086) | > loss_disc_real_1: 0.28260841965675354 (0.2541076302528381) | > loss_disc_real_2: 0.18230390548706055 (0.23965201079845427) | > loss_disc_real_3: 0.23569926619529724 (0.24645982682704926) | > loss_disc_real_4: 0.23626510798931122 (0.2703512499729792) | > loss_disc_real_5: 0.20711426436901093 (0.263130513827006) | > loss_0: 2.427549362182617 (2.505033000310262) | > loss_gen: 2.6069703102111816 (2.636759312947591) | > loss_kl: 3.2961833477020264 (3.4216098467508953) | > loss_feat: 5.573825359344482 (6.239465554555257) | > loss_mel: 15.153229713439941 (17.130839029947918) | > loss_duration: 2.4015986919403076 (2.3462451775868733) | > loss_1: 29.03180694580078 (31.77491874694824)  --> STEP: 16 | > loss_disc: 2.700655937194824 (2.517259433865547) | > loss_disc_real_0: 0.28920406103134155 (0.18784049153327942) | > loss_disc_real_1: 0.3236197829246521 (0.2584521397948265) | > loss_disc_real_2: 0.19926293194293976 (0.23712769336998463) | > loss_disc_real_3: 0.26217976212501526 (0.24744232278317213) | > loss_disc_real_4: 0.3056079149246216 (0.2725547915324569) | > loss_disc_real_5: 0.23702329397201538 (0.26149881258606905) | > loss_0: 2.700655937194824 (2.517259433865547) | > loss_gen: 2.6333534717559814 (2.6365464478731155) | > loss_kl: 3.2154626846313477 (3.4087256491184235) | > loss_feat: 7.949544906616211 (6.346345514059067) | > loss_mel: 16.69015121459961 (17.103296041488647) | > loss_duration: 2.3909316062927246 (2.349038079380989) | > loss_1: 32.87944412231445 (31.84395158290863)  --> STEP: 17 | > loss_disc: 2.451753854751587 (2.5134061645059025) | > loss_disc_real_0: 0.14582017064094543 (0.18536870795137741) | > loss_disc_real_1: 0.33422085642814636 (0.26290912312619824) | > loss_disc_real_2: 0.30291447043418884 (0.24099750378552606) | > loss_disc_real_3: 0.22611640393733978 (0.2461878569687114) | > loss_disc_real_4: 0.23718330264091492 (0.27047411571530733) | > loss_disc_real_5: 0.2860954999923706 (0.2629456765511456) | > loss_0: 2.451753854751587 (2.5134061645059025) | > loss_gen: 2.7608160972595215 (2.6438564272487866) | > loss_kl: 2.798187732696533 (3.372811654034783) | > loss_feat: 5.121953964233398 (6.27432248171638) | > loss_mel: 16.680025100708008 (17.078397750854492) | > loss_duration: 2.4562137126922607 (2.3553425283992993) | > loss_1: 29.817195892333984 (31.724730659933652)  --> STEP: 18 | > loss_disc: 2.594907283782959 (2.517934004465739) | > loss_disc_real_0: 0.2429163157939911 (0.18856579727596706) | > loss_disc_real_1: 0.20487920939922333 (0.2596852390302552) | > loss_disc_real_2: 0.16616277396678925 (0.23684001879559624) | > loss_disc_real_3: 0.19334764778614044 (0.24325228979190192) | > loss_disc_real_4: 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(17.11559648513794) | > loss_duration: 2.31706166267395 (2.343771016597748) | > loss_1: 32.41689682006836 (31.77555093765259)  --> STEP: 21 | > loss_disc: 2.517610788345337 (2.499973637717111) | > loss_disc_real_0: 0.1732642650604248 (0.19261411116236732) | > loss_disc_real_1: 0.35306280851364136 (0.2607402077742985) | > loss_disc_real_2: 0.2997560501098633 (0.24085121353467306) | > loss_disc_real_3: 0.2853805422782898 (0.2428236220564161) | > loss_disc_real_4: 0.272247314453125 (0.2623033828678585) | > loss_disc_real_5: 0.17730148136615753 (0.25133508869579857) | > loss_0: 2.517610788345337 (2.499973637717111) | > loss_gen: 2.6335182189941406 (2.6439191613878523) | > loss_kl: 2.753511667251587 (3.2008203892480758) | > loss_feat: 4.839664936065674 (6.371944404783703) | > loss_mel: 12.885018348693848 (16.914140383402508) | > loss_duration: 2.195711135864258 (2.3367205460866294) | > loss_1: 25.307424545288086 (31.467544918968564)  --> STEP: 22 | > loss_disc: 2.174987316131592 (2.485201532190496) | > loss_disc_real_0: 0.19073837995529175 (0.1925288506529548) | > loss_disc_real_1: 0.17137371003627777 (0.2566780942407521) | > loss_disc_real_2: 0.23521903157234192 (0.240595205263658) | > loss_disc_real_3: 0.18229585886001587 (0.24007236009294336) | > loss_disc_real_4: 0.23639126121997833 (0.2611255591565912) | > loss_disc_real_5: 0.23465189337730408 (0.250576761635867) | > loss_0: 2.174987316131592 (2.485201532190496) | > loss_gen: 2.8155810832977295 (2.6517219760201196) | > loss_kl: 2.479620933532715 (3.1680385958064687) | > loss_feat: 7.835256099700928 (6.438458572734486) | > loss_mel: 18.392414093017578 (16.981334642930463) | > loss_duration: 2.219766616821289 (2.33140445839275) | > loss_1: 33.742637634277344 (31.57095822420987)  --> STEP: 23 | > loss_disc: 2.933638334274292 (2.5046987844550093) | > loss_disc_real_0: 0.30637457966804504 (0.1974786649579587) | > loss_disc_real_1: 0.3593248724937439 (0.2611409976430561) | > loss_disc_real_2: 0.3070315718650818 (0.24348374294198077) | > loss_disc_real_3: 0.23235070705413818 (0.23973663604777792) | > loss_disc_real_4: 0.25665995478630066 (0.2609314024448394) | > loss_disc_real_5: 0.20753319561481476 (0.24870530224364734) | > loss_0: 2.933638334274292 (2.5046987844550093) | > loss_gen: 2.2208807468414307 (2.6329897486645244) | > loss_kl: 2.665424108505249 (3.146185792010763) | > loss_feat: 4.729844570159912 (6.364171007405156) | > loss_mel: 16.11012077331543 (16.94345577903416) | > loss_duration: 2.2857003211975098 (2.329417321992957) | > loss_1: 28.01197052001953 (31.416219628375508)  --> STEP: 24 | > loss_disc: 2.408601760864258 (2.5006947418053946) | > loss_disc_real_0: 0.1444774568080902 (0.19527028128504753) | > loss_disc_real_1: 0.2733832895755768 (0.26165109314024443) | > loss_disc_real_2: 0.20616401731967926 (0.24192875437438488) | > loss_disc_real_3: 0.2524300515651703 (0.2402655283610026) | > loss_disc_real_4: 0.20807981491088867 (0.25872925296425814) | > loss_disc_real_5: 0.23917710781097412 (0.24830829414228595) | > loss_0: 2.408601760864258 (2.5006947418053946) | > loss_gen: 2.5755720138549805 (2.63059734304746) | > loss_kl: 3.16117787361145 (3.146810462077459) | > loss_feat: 8.27859878540039 (6.443938831488292) | > loss_mel: 17.58900260925293 (16.97035356362661) | > loss_duration: 2.438298463821411 (2.3339540362358093) | > loss_1: 34.04264831542969 (31.525654157002766)  --> STEP: 25 | > loss_disc: 2.6908442974090576 (2.508300724029541) | > loss_disc_real_0: 0.19572851061820984 (0.19528861045837403) | > loss_disc_real_1: 0.2631429433822632 (0.26171076714992514) | > loss_disc_real_2: 0.37235376238822937 (0.24714575469493866) | > loss_disc_real_3: 0.20910054445266724 (0.2390189290046692) | > loss_disc_real_4: 0.28153157234191895 (0.25964134573936454) | > loss_disc_real_5: 0.24739091098308563 (0.24827159881591793) | > loss_0: 2.6908442974090576 (2.508300724029541) | > loss_gen: 2.501706123352051 (2.6254416942596435) | > loss_kl: 2.3800554275512695 (3.1161402606964113) | > loss_feat: 4.547496795654297 (6.368081150054931) | > loss_mel: 12.521516799926758 (16.792400093078616) | > loss_duration: 2.3411247730255127 (2.3342408657073976) | > loss_1: 24.291900634765625 (31.23630401611328)  --> STEP: 26 | > loss_disc: 2.3232662677764893 (2.5011840141736545) | > loss_disc_real_0: 0.07454757392406464 (0.19064472443782365) | > loss_disc_real_1: 0.08587949723005295 (0.25494802599916083) | > loss_disc_real_2: 0.20606018602848053 (0.2455655405154595) | > loss_disc_real_3: 0.13192223012447357 (0.23489982520158476) | > loss_disc_real_4: 0.08203846216201782 (0.2528104656017743) | > loss_disc_real_5: 0.08709428459405899 (0.24207247134584645) | > loss_0: 2.3232662677764893 (2.5011840141736545) | > loss_gen: 1.8556623458862305 (2.5958347962452817) | > loss_kl: 2.131748914718628 (3.078279055081881) | > loss_feat: 16.218490600585938 (6.746943051998432) | > loss_mel: 22.095199584960938 (16.996353919689476) | > loss_duration: 2.3269755840301514 (2.3339614317967343) | > loss_1: 44.62807846069336 (31.751372263981747) --> EVAL PERFORMANCE | > avg_loader_time: 0.002417775300832895 (-5.7339668273924914e-05) | > avg_loss_disc: 2.5011840141736545 (+0.07407449758969875) | > avg_loss_disc_real_0: 0.19064472443782365 (+0.025949040857645184) | > avg_loss_disc_real_1: 0.25494802599916083 (+0.0617473305991062) | > avg_loss_disc_real_2: 0.2455655405154595 (+0.03123433142900467) | > avg_loss_disc_real_3: 0.23489982520158476 (+0.019768302830366014) | > avg_loss_disc_real_4: 0.2528104656017743 (+0.03733195994908986) | > avg_loss_disc_real_5: 0.24207247134584645 (+0.05470745408764249) | > avg_loss_0: 2.5011840141736545 (+0.07407449758969875) | > avg_loss_gen: 2.5958347962452817 (+0.28221340362842273) | > avg_loss_kl: 3.078279055081881 (+0.16633104361020612) | > avg_loss_feat: 6.746943051998432 (-0.38298502335181617) | > avg_loss_mel: 16.996353919689476 (-0.4660511383643495) | > avg_loss_duration: 2.3339614317967343 (-0.005888627125666179) | > avg_loss_1: 31.751372263981747 (-0.4063801398644067)  > EPOCH: 746/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:12:22)   --> TIME: 2024-06-12 00:12:31 -- STEP: 19/330 -- GLOBAL_STEP: 334200 | > loss_disc: 2.361187219619751 (2.3643243061868766) | > loss_disc_real_0: 0.12686246633529663 (0.10641715910873915) | > loss_disc_real_1: 0.20319819450378418 (0.2073093676253369) | > loss_disc_real_2: 0.19978508353233337 (0.208572655916214) | > loss_disc_real_3: 0.2070603221654892 (0.22248841743720205) | > loss_disc_real_4: 0.20988617837429047 (0.23365993719351918) | > loss_disc_real_5: 0.19575829803943634 (0.22584147829758494) | > loss_0: 2.361187219619751 (2.3643243061868766) | > grad_norm_0: tensor(8.4709, device='cuda:0') (tensor(10.2768, device='cuda:0')) | > loss_gen: 2.3651933670043945 (2.4672141451584664) | > loss_kl: 1.6783299446105957 (1.9072634671863757) | > loss_feat: 7.470844745635986 (6.889484531001041) | > loss_mel: 17.024917602539062 (17.62180067363538) | > loss_duration: 1.9929585456848145 (2.0591013682516) | > loss_1: 30.532241821289062 (30.944864172684518) | > grad_norm_1: tensor(71.7603, device='cuda:0') (tensor(96.9776, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3403 (0.3693198153847142) | > loader_time: 0.003 (0.00305603679857756)  --> TIME: 2024-06-12 00:12:40 -- STEP: 44/330 -- GLOBAL_STEP: 334225 | > loss_disc: 2.450366497039795 (2.3584047393365344) | > loss_disc_real_0: 0.11248669773340225 (0.1062379086559469) | > loss_disc_real_1: 0.18792462348937988 (0.1995875689793717) | > loss_disc_real_2: 0.22212575376033783 (0.20946870947426016) | > loss_disc_real_3: 0.23635323345661163 (0.22833688421682877) | > loss_disc_real_4: 0.24642476439476013 (0.23285464502193712) | > loss_disc_real_5: 0.24521483480930328 (0.22386456213214181) | > loss_0: 2.450366497039795 (2.3584047393365344) | > grad_norm_0: tensor(11.5716, device='cuda:0') (tensor(9.9211, device='cuda:0')) | > loss_gen: 2.3099441528320312 (2.467056626623327) | > loss_kl: 1.8884421586990356 (1.951799663630399) | > loss_feat: 7.041708946228027 (6.955925941467285) | > loss_mel: 17.09566307067871 (17.49972226402976) | > loss_duration: 1.9175748825073242 (2.008908737789501) | > loss_1: 30.253334045410156 (30.883413098075174) | > grad_norm_1: tensor(102.6136, device='cuda:0') (tensor(105.3707, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3769 (0.365124680779197) | > loader_time: 0.0034 (0.003294635902751576)  --> TIME: 2024-06-12 00:12:49 -- STEP: 69/330 -- GLOBAL_STEP: 334250 | > loss_disc: 2.3693184852600098 (2.348122427428978) | > loss_disc_real_0: 0.1121693029999733 (0.10714923514836076) | > loss_disc_real_1: 0.19270837306976318 (0.19708870200143344) | > loss_disc_real_2: 0.20946502685546875 (0.20768726433532825) | > loss_disc_real_3: 0.21090629696846008 (0.2266751311827397) | > loss_disc_real_4: 0.23860569298267365 (0.23198376855124597) | > loss_disc_real_5: 0.2359953075647354 (0.224730278270832) | > loss_0: 2.3693184852600098 (2.348122427428978) | > grad_norm_0: tensor(9.7756, device='cuda:0') (tensor(10.2977, device='cuda:0')) | > loss_gen: 2.5147743225097656 (2.4732800359311313) | > loss_kl: 2.0398857593536377 (1.959394061047098) | > loss_feat: 6.77317476272583 (6.973178027332693) | > loss_mel: 16.524959564208984 (17.436732112497527) | > loss_duration: 1.9405007362365723 (1.9962185586708179) | > loss_1: 29.79329490661621 (30.838802752287492) | > grad_norm_1: tensor(105.5235, device='cuda:0') (tensor(126.0504, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3859 (0.36530648107114044) | > loader_time: 0.0033 (0.0033924441406692285)  --> TIME: 2024-06-12 00:12:59 -- STEP: 94/330 -- GLOBAL_STEP: 334275 | > loss_disc: 2.344740867614746 (2.3548243274079987) | > loss_disc_real_0: 0.10063332319259644 (0.10914448117639156) | > loss_disc_real_1: 0.17412298917770386 (0.19779731856381638) | > loss_disc_real_2: 0.2085622102022171 (0.20913649112620253) | > loss_disc_real_3: 0.19874918460845947 (0.22721844943279915) | > loss_disc_real_4: 0.22395074367523193 (0.23270279882436104) | > loss_disc_real_5: 0.2006002813577652 (0.224376436085143) | > loss_0: 2.344740867614746 (2.3548243274079987) | > grad_norm_0: tensor(7.0349, device='cuda:0') (tensor(9.6991, device='cuda:0')) | > loss_gen: 2.604783296585083 (2.4662762702779557) | > loss_kl: 2.0941827297210693 (1.972487913801315) | > loss_feat: 7.577716827392578 (6.93144098748552) | > loss_mel: 18.01353645324707 (17.35931913903419) | > loss_duration: 1.9958789348602295 (1.9912553695922202) | > loss_1: 32.28609848022461 (30.720779601563798) | > grad_norm_1: tensor(63.8785, device='cuda:0') (tensor(117.7928, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3634 (0.3668578736325527) | > loader_time: 0.0038 (0.003488215994327626)  --> TIME: 2024-06-12 00:13:08 -- STEP: 119/330 -- GLOBAL_STEP: 334300 | > loss_disc: 2.3815553188323975 (2.3647470153680366) | > loss_disc_real_0: 0.09419699013233185 (0.11178738611335513) | > loss_disc_real_1: 0.2129288762807846 (0.1981268322267452) | > loss_disc_real_2: 0.25194674730300903 (0.20966361375416026) | > loss_disc_real_3: 0.2555657625198364 (0.22910749499036484) | > loss_disc_real_4: 0.2364804744720459 (0.23264255431018957) | > loss_disc_real_5: 0.2251918613910675 (0.22582728534686466) | > loss_0: 2.3815553188323975 (2.3647470153680366) | > grad_norm_0: tensor(6.1259, device='cuda:0') (tensor(9.8475, device='cuda:0')) | > loss_gen: 2.5234322547912598 (2.4611317770821697) | > loss_kl: 2.065627098083496 (1.9875453079448027) | > loss_feat: 7.110824108123779 (6.9337277692907) | > loss_mel: 17.92803382873535 (17.353726362981725) | > loss_duration: 1.9844342470169067 (1.9931532374951018) | > loss_1: 31.612350463867188 (30.729284382667863) | > grad_norm_1: tensor(80.4618, device='cuda:0') (tensor(112.3515, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3887 (0.3682155308603238) | > loader_time: 0.0037 (0.0035784284607702946)  --> TIME: 2024-06-12 00:13:18 -- STEP: 144/330 -- GLOBAL_STEP: 334325 | > loss_disc: 2.418992757797241 (2.3677593618631354) | > loss_disc_real_0: 0.1061728298664093 (0.1136990974450277) | > loss_disc_real_1: 0.18196013569831848 (0.19849978470140034) | > loss_disc_real_2: 0.2543196976184845 (0.21084149254279005) | > loss_disc_real_3: 0.23450282216072083 (0.22865682819651229) | > loss_disc_real_4: 0.231850728392601 (0.2319520390075114) | > loss_disc_real_5: 0.21163588762283325 (0.22523425509118372) | > loss_0: 2.418992757797241 (2.3677593618631354) | > grad_norm_0: tensor(9.2711, device='cuda:0') (tensor(9.8733, device='cuda:0')) | > loss_gen: 2.3900747299194336 (2.4581929908858395) | > loss_kl: 2.01956844329834 (2.0005471772617764) | > loss_feat: 7.100556373596191 (6.919889705048666) | > loss_mel: 17.106021881103516 (17.328972988658492) | > loss_duration: 2.0030744075775146 (1.9982637183533773) | > loss_1: 30.61929702758789 (30.705866442786323) | > grad_norm_1: tensor(76.6792, device='cuda:0') (tensor(112.9074, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3806 (0.3719953397909801) | > loader_time: 0.0037 (0.003663114375538296)  --> TIME: 2024-06-12 00:13:28 -- STEP: 169/330 -- GLOBAL_STEP: 334350 | > loss_disc: 2.3671505451202393 (2.369131676544099) | > loss_disc_real_0: 0.09097123891115189 (0.1145549536897586) | > loss_disc_real_1: 0.23276883363723755 (0.19831045289364088) | > loss_disc_real_2: 0.21654076874256134 (0.2100966278265214) | > loss_disc_real_3: 0.2630196213722229 (0.22924580720402077) | > loss_disc_real_4: 0.23380377888679504 (0.23209302982635047) | > loss_disc_real_5: 0.23170378804206848 (0.2256370579173579) | > loss_0: 2.3671505451202393 (2.369131676544099) | > grad_norm_0: tensor(19.3331, device='cuda:0') (tensor(9.9328, device='cuda:0')) | > loss_gen: 2.534252166748047 (2.458359247128638) | > loss_kl: 1.9516477584838867 (2.0056010964354103) | > loss_feat: 7.222765922546387 (6.9299217822283685) | > loss_mel: 17.188648223876953 (17.319297248795205) | > loss_duration: 2.0536954402923584 (2.00303093286661) | > loss_1: 30.95100975036621 (30.716210235505415) | > grad_norm_1: tensor(232.9658, device='cuda:0') (tensor(111.2808, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3919 (0.3749390565432037) | > loader_time: 0.0039 (0.0037541318927290877)  --> TIME: 2024-06-12 00:13:38 -- STEP: 194/330 -- GLOBAL_STEP: 334375 | > loss_disc: 2.3865044116973877 (2.3739521724661587) | > loss_disc_real_0: 0.11951354146003723 (0.11636947951826852) | > loss_disc_real_1: 0.16421303153038025 (0.19836576544132428) | > loss_disc_real_2: 0.242701917886734 (0.21087621129357936) | > loss_disc_real_3: 0.210550457239151 (0.2294542007532316) | > loss_disc_real_4: 0.2492714375257492 (0.2315622618057064) | > loss_disc_real_5: 0.22188445925712585 (0.22500204187385814) | > loss_0: 2.3865044116973877 (2.3739521724661587) | > grad_norm_0: tensor(39.1311, device='cuda:0') (tensor(11.9874, device='cuda:0')) | > loss_gen: 2.3843445777893066 (2.4565017850128648) | > loss_kl: 2.1042304039001465 (2.010496492852869) | > loss_feat: 6.474216461181641 (6.927843238889556) | > loss_mel: 17.03485107421875 (17.292693413410007) | > loss_duration: 2.0381951332092285 (2.0107103813554836) | > loss_1: 30.035837173461914 (30.698245235325135) | > grad_norm_1: tensor(306.4635, device='cuda:0') (tensor(137.5312, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.4159 (0.3782459915298778) | > loader_time: 0.0055 (0.003869747378162502)  --> TIME: 2024-06-12 00:13:49 -- STEP: 219/330 -- GLOBAL_STEP: 334400 | > loss_disc: 2.3726470470428467 (2.3716641550194706) | > loss_disc_real_0: 0.08742168545722961 (0.11673148272380438) | > loss_disc_real_1: 0.15913230180740356 (0.19799339308586295) | > loss_disc_real_2: 0.20386561751365662 (0.21089978965177927) | > loss_disc_real_3: 0.2521258294582367 (0.22963119934410806) | > loss_disc_real_4: 0.2654708921909332 (0.23197142330751028) | > loss_disc_real_5: 0.2328653782606125 (0.2246814816509752) | > loss_0: 2.3726470470428467 (2.3716641550194706) | > grad_norm_0: tensor(24.0950, device='cuda:0') (tensor(14.7775, device='cuda:0')) | > loss_gen: 2.4155397415161133 (2.4683638098033063) | > loss_kl: 2.1676700115203857 (2.0157434123836167) | > loss_feat: 7.366731643676758 (6.949108859719751) | > loss_mel: 18.04303550720215 (17.256196017679027) | > loss_duration: 2.0756680965423584 (2.0186518496030006) | > loss_1: 32.06864547729492 (30.7080639007429) | > grad_norm_1: tensor(400.5974, device='cuda:0') (tensor(168.9807, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.3938 (0.3807368343823578) | > loader_time: 0.0055 (0.004008503265032484)  --> TIME: 2024-06-12 00:13:59 -- STEP: 244/330 -- GLOBAL_STEP: 334425 | > loss_disc: 2.489213466644287 (2.370021394041716) | > loss_disc_real_0: 0.18630364537239075 (0.11703875824259441) | > loss_disc_real_1: 0.1737842559814453 (0.198052780488964) | > loss_disc_real_2: 0.19592835009098053 (0.21109704954213784) | > loss_disc_real_3: 0.20781058073043823 (0.22940312252670034) | > loss_disc_real_4: 0.2361440658569336 (0.23121774654652252) | > loss_disc_real_5: 0.20110587775707245 (0.22317143089947153) | > loss_0: 2.489213466644287 (2.370021394041716) | > grad_norm_0: tensor(42.6752, device='cuda:0') (tensor(17.2677, device='cuda:0')) | > loss_gen: 2.2877161502838135 (2.4759762961356375) | > loss_kl: 1.955273985862732 (2.01783402923678) | > loss_feat: 6.385427951812744 (6.946665134586271) | > loss_mel: 16.603084564208984 (17.220159280495565) | > loss_duration: 2.038167715072632 (2.0277031655194326) | > loss_1: 29.269670486450195 (30.688337920142) | > grad_norm_1: tensor(204.8383, device='cuda:0') (tensor(195.4386, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.4356 (0.3842903512423157) | > loader_time: 0.0058 (0.004136728458717222)  --> TIME: 2024-06-12 00:14:10 -- STEP: 269/330 -- GLOBAL_STEP: 334450 | > loss_disc: 2.3823821544647217 (2.3688394216799806) | > loss_disc_real_0: 0.1170525848865509 (0.11792003821761635) | > loss_disc_real_1: 0.19462215900421143 (0.1978183871751381) | > loss_disc_real_2: 0.2567746937274933 (0.21134211084213397) | > loss_disc_real_3: 0.26874637603759766 (0.2293772771123616) | > loss_disc_real_4: 0.23135623335838318 (0.23111741710108005) | > loss_disc_real_5: 0.22905369102954865 (0.22247688211916106) | > loss_0: 2.3823821544647217 (2.3688394216799806) | > grad_norm_0: tensor(27.4978, device='cuda:0') (tensor(19.0373, device='cuda:0')) | > loss_gen: 2.4902474880218506 (2.482032604820224) | > loss_kl: 1.9945317506790161 (2.022038553284006) | > loss_feat: 6.623476982116699 (6.978189094359104) | > loss_mel: 16.617843627929688 (17.183602474879155) | > loss_duration: 2.129077196121216 (2.0358426690544764) | > loss_1: 29.85517692565918 (30.701705400828533) | > grad_norm_1: tensor(485.0943, device='cuda:0') (tensor(218.7968, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.4382 (0.38910538556407387) | > loader_time: 0.0059 (0.004275296257331028)  --> TIME: 2024-06-12 00:14:22 -- STEP: 294/330 -- GLOBAL_STEP: 334475 | > loss_disc: 2.309680223464966 (2.369437665355447) | > loss_disc_real_0: 0.11319877207279205 (0.11868966382224949) | > loss_disc_real_1: 0.17899446189403534 (0.19801825558652683) | > loss_disc_real_2: 0.19834066927433014 (0.21123715951329183) | > loss_disc_real_3: 0.20314063131809235 (0.22934647102136996) | > loss_disc_real_4: 0.2336558699607849 (0.2309323132139485) | > loss_disc_real_5: 0.19424261152744293 (0.2227970438749612) | > loss_0: 2.309680223464966 (2.369437665355447) | > grad_norm_0: tensor(15.6918, device='cuda:0') (tensor(19.4649, device='cuda:0')) | > loss_gen: 2.50333833694458 (2.4798023262802453) | > loss_kl: 2.0600714683532715 (2.02335255608267) | > loss_feat: 7.297504901885986 (6.9852226996908415) | > loss_mel: 16.62316131591797 (17.13785168589378) | > loss_duration: 2.186169385910034 (2.046054522601924) | > loss_1: 30.670244216918945 (30.67228382136546) | > grad_norm_1: tensor(115.8444, device='cuda:0') (tensor(229.4508, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.4664 (0.39479302467943067) | > loader_time: 0.007 (0.004403979599881335)  --> TIME: 2024-06-12 00:14:35 -- STEP: 319/330 -- GLOBAL_STEP: 334500 | > loss_disc: 2.4114279747009277 (2.3759701154822457) | > loss_disc_real_0: 0.16013815999031067 (0.12090621382979017) | > loss_disc_real_1: 0.21362799406051636 (0.19798550775805981) | > loss_disc_real_2: 0.22845838963985443 (0.21164579208368045) | > loss_disc_real_3: 0.19946494698524475 (0.22961492850489) | > loss_disc_real_4: 0.22859545052051544 (0.23163907757747135) | > loss_disc_real_5: 0.2542979121208191 (0.2252059441094862) | > loss_0: 2.4114279747009277 (2.3759701154822457) | > grad_norm_0: tensor(20.3411, device='cuda:0') (tensor(19.9094, device='cuda:0')) | > loss_gen: 2.321744918823242 (2.4778757267237475) | > loss_kl: 2.095439910888672 (2.030338517177069) | > loss_feat: 7.6482834815979 (7.013675262188092) | > loss_mel: 16.78173828125 (17.12173095691167) | > loss_duration: 2.245509147644043 (2.060091628176289) | > loss_1: 31.092716217041016 (30.70371215246314) | > grad_norm_1: tensor(354.8079, device='cuda:0') (tensor(234.9380, device='cuda:0')) | > current_lr_0: 0.0001821920841488627 | > current_lr_1: 0.0001821920841488627 | > step_time: 0.5636 (0.40388100050086173) | > loader_time: 0.0092 (0.004632457296676395) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_334500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6034011840820312 (2.6034011840820312) | > loss_disc_real_0: 0.28240886330604553 (0.28240886330604553) | > loss_disc_real_1: 0.21723291277885437 (0.21723291277885437) | > loss_disc_real_2: 0.26357030868530273 (0.26357030868530273) | > loss_disc_real_3: 0.24001316726207733 (0.24001316726207733) | > loss_disc_real_4: 0.2524089217185974 (0.2524089217185974) | > loss_disc_real_5: 0.18237121403217316 (0.18237121403217316) | > loss_0: 2.6034011840820312 (2.6034011840820312) | > loss_gen: 2.303419351577759 (2.303419351577759) | > loss_kl: 1.7039109468460083 (1.7039109468460083) | > loss_feat: 5.706748008728027 (5.706748008728027) | > loss_mel: 16.43433380126953 (16.43433380126953) | > loss_duration: 3.0273211002349854 (3.0273211002349854) | > loss_1: 29.17573356628418 (29.17573356628418)  --> STEP: 1 | > loss_disc: 2.451963424682617 (2.451963424682617) | > loss_disc_real_0: 0.19080710411071777 (0.19080710411071777) | > loss_disc_real_1: 0.3021843731403351 (0.3021843731403351) | > loss_disc_real_2: 0.19330474734306335 (0.19330474734306335) | > loss_disc_real_3: 0.26356908679008484 (0.26356908679008484) | > loss_disc_real_4: 0.22345952689647675 (0.22345952689647675) | > loss_disc_real_5: 0.20523042976856232 (0.20523042976856232) | > loss_0: 2.451963424682617 (2.451963424682617) | > loss_gen: 2.346224069595337 (2.346224069595337) | > loss_kl: 2.4777441024780273 (2.4777441024780273) | > loss_feat: 6.159754753112793 (6.159754753112793) | > loss_mel: 16.358842849731445 (16.358842849731445) | > loss_duration: 2.3572208881378174 (2.3572208881378174) | > loss_1: 29.699787139892578 (29.699787139892578)  --> STEP: 2 | > loss_disc: 2.437150478363037 (2.444556951522827) | > loss_disc_real_0: 0.15937694907188416 (0.17509202659130096) | > loss_disc_real_1: 0.30639275908470154 (0.3042885661125183) | > loss_disc_real_2: 0.29495546221733093 (0.24413010478019714) | > loss_disc_real_3: 0.3043630123138428 (0.2839660495519638) | > loss_disc_real_4: 0.20993128418922424 (0.2166954055428505) | > loss_disc_real_5: 0.21697606146335602 (0.21110324561595917) | > loss_0: 2.437150478363037 (2.444556951522827) | > loss_gen: 2.7991158962249756 (2.5726699829101562) | > loss_kl: 2.7586207389831543 (2.618182420730591) | > loss_feat: 6.019998550415039 (6.089876651763916) | > loss_mel: 18.266281127929688 (17.312561988830566) | > loss_duration: 2.4295244216918945 (2.393372654914856) | > loss_1: 32.27354049682617 (30.986663818359375)  --> STEP: 3 | > loss_disc: 2.4705100059509277 (2.4532079696655273) | > loss_disc_real_0: 0.13329154253005981 (0.16115853190422058) | > loss_disc_real_1: 0.22362346947193146 (0.277400200565656) | > loss_disc_real_2: 0.19203735888004303 (0.22676585614681244) | > loss_disc_real_3: 0.2976266145706177 (0.28851957122484845) | > loss_disc_real_4: 0.34128037095069885 (0.2582237273454666) | > loss_disc_real_5: 0.22525973618030548 (0.21582207580407461) | > loss_0: 2.4705100059509277 (2.4532079696655273) | > loss_gen: 2.3675906658172607 (2.504310210545858) | > loss_kl: 3.192176103591919 (2.8095136483510337) | > loss_feat: 4.940359115600586 (5.706704139709473) | > loss_mel: 14.402894020080566 (16.3426726659139) | > loss_duration: 2.3757123947143555 (2.387485901514689) | > loss_1: 27.278732299804688 (29.750686645507812)  --> STEP: 4 | > loss_disc: 2.5567188262939453 (2.479085683822632) | > loss_disc_real_0: 0.1986197531223297 (0.17052383720874786) | > loss_disc_real_1: 0.23149816691875458 (0.26592469215393066) | > loss_disc_real_2: 0.1694175899028778 (0.21242878958582878) | > loss_disc_real_3: 0.2871127724647522 (0.28816787153482437) | > loss_disc_real_4: 0.2558780014514923 (0.25763729587197304) | > loss_disc_real_5: 0.3111741542816162 (0.23966009542346) | > loss_0: 2.5567188262939453 (2.479085683822632) | > loss_gen: 2.328827142715454 (2.460439443588257) | > loss_kl: 4.001396656036377 (3.1074844002723694) | > loss_feat: 4.934185981750488 (5.513574600219727) | > loss_mel: 17.98723602294922 (16.75381350517273) | > loss_duration: 2.3866333961486816 (2.3872727751731873) | > loss_1: 31.63827896118164 (30.22258472442627)  --> STEP: 5 | > loss_disc: 2.6367859840393066 (2.5106257438659667) | > loss_disc_real_0: 0.32319730520248413 (0.2010585308074951) | > loss_disc_real_1: 0.2761914134025574 (0.26797803640365603) | > loss_disc_real_2: 0.25006842613220215 (0.21995671689510346) | > loss_disc_real_3: 0.2782497704029083 (0.28618425130844116) | > loss_disc_real_4: 0.27725207805633545 (0.2615602523088455) | > loss_disc_real_5: 0.21124154329299927 (0.23397638499736786) | > loss_0: 2.6367859840393066 (2.5106257438659667) | > loss_gen: 2.3998396396636963 (2.4483194828033445) | > loss_kl: 2.4678120613098145 (2.979549932479858) | > loss_feat: 4.079036235809326 (5.2266669273376465) | > loss_mel: 16.076377868652344 (16.61832637786865) | > loss_duration: 2.37751841545105 (2.3853219032287596) | > loss_1: 27.400583267211914 (29.658184432983397)  --> STEP: 6 | > loss_disc: 2.528188705444336 (2.5135529041290283) | > loss_disc_real_0: 0.1586730182170868 (0.19399427870909372) | > loss_disc_real_1: 0.17450425028800964 (0.2523990720510483) | > loss_disc_real_2: 0.2387024611234665 (0.22308100759983063) | > loss_disc_real_3: 0.24050435423851013 (0.2785709351301193) | > loss_disc_real_4: 0.27216777205467224 (0.2633281722664833) | > loss_disc_real_5: 0.23939548432826996 (0.23487956821918488) | > loss_0: 2.528188705444336 (2.5135529041290283) | > loss_gen: 2.428718090057373 (2.4450525840123496) | > loss_kl: 3.2655651569366455 (3.0272191365559897) | > loss_feat: 6.376863956451416 (5.418366432189941) | > loss_mel: 18.373600006103516 (16.910871982574463) | > loss_duration: 2.163358688354492 (2.3483280340830484) | > loss_1: 32.60810852050781 (30.1498384475708)  --> STEP: 7 | > loss_disc: 2.1347713470458984 (2.4594412531171526) | > loss_disc_real_0: 0.15808100998401642 (0.1888638117483684) | > loss_disc_real_1: 0.23011915385723114 (0.24921622659478868) | > loss_disc_real_2: 0.18585115671157837 (0.21776245747293746) | > loss_disc_real_3: 0.21701554954051971 (0.26977730861731936) | > loss_disc_real_4: 0.20115980505943298 (0.2544469769511904) | > loss_disc_real_5: 0.1757282167673111 (0.2264293751546315) | > loss_0: 2.1347713470458984 (2.4594412531171526) | > loss_gen: 2.6565279960632324 (2.4752633571624756) | > loss_kl: 4.024072647094727 (3.1696267809186662) | > loss_feat: 7.357030868530273 (5.695318494524274) | > loss_mel: 18.13478660583496 (17.085716928754533) | > loss_duration: 2.587204694747925 (2.382453271320888) | > loss_1: 34.759620666503906 (30.808378764561244)  --> STEP: 8 | > loss_disc: 2.430854320526123 (2.455867886543274) | > loss_disc_real_0: 0.15693975985050201 (0.1848733052611351) | > loss_disc_real_1: 0.16066613793373108 (0.2381474655121565) | > loss_disc_real_2: 0.26468169689178467 (0.22362736240029335) | > loss_disc_real_3: 0.2595800757408142 (0.26850265450775623) | > loss_disc_real_4: 0.28943294286727905 (0.2588202226907015) | > loss_disc_real_5: 0.22482013702392578 (0.22622822038829327) | > loss_0: 2.430854320526123 (2.455867886543274) | > loss_gen: 2.4175052642822266 (2.4680435955524445) | > loss_kl: 3.0149970054626465 (3.150298058986664) | > loss_feat: 8.697352409362793 (6.070572733879089) | > loss_mel: 18.613136291503906 (17.276644349098206) | > loss_duration: 2.267953395843506 (2.368140786886215) | > loss_1: 35.01094055175781 (31.333698987960815)  --> STEP: 9 | > loss_disc: 2.2705466747283936 (2.435276640786065) | > loss_disc_real_0: 0.09602879732847214 (0.175001693268617) | > loss_disc_real_1: 0.17025533318519592 (0.2306038952536053) | > loss_disc_real_2: 0.18716157972812653 (0.21957560877005258) | > loss_disc_real_3: 0.23259717226028442 (0.26451315648025936) | > loss_disc_real_4: 0.21673399209976196 (0.25414397484726375) | > loss_disc_real_5: 0.2508828938007355 (0.22896762854523128) | > loss_0: 2.2705466747283936 (2.435276640786065) | > loss_gen: 2.5701756477355957 (2.4793916013505726) | > loss_kl: 2.203629732131958 (3.045112689336141) | > loss_feat: 7.920773506164551 (6.276150597466363) | > loss_mel: 18.28806495666504 (17.389024416605633) | > loss_duration: 2.1861629486083984 (2.347921027077569) | > loss_1: 33.16880798339844 (31.537599987453884)  --> STEP: 10 | > loss_disc: 2.484682559967041 (2.4402172327041627) | > loss_disc_real_0: 0.18075299263000488 (0.1755768232047558) | > loss_disc_real_1: 0.2863428592681885 (0.23617779165506364) | > loss_disc_real_2: 0.2581406533718109 (0.22343211323022844) | > loss_disc_real_3: 0.2525502145290375 (0.2633168622851372) | > loss_disc_real_4: 0.2736169397830963 (0.256091271340847) | > loss_disc_real_5: 0.2388094812631607 (0.22995181381702423) | > loss_0: 2.484682559967041 (2.4402172327041627) | > loss_gen: 2.4675698280334473 (2.4782094240188597) | > loss_kl: 2.4466352462768555 (2.9852649450302122) | > loss_feat: 4.360142230987549 (6.084549760818481) | > loss_mel: 15.892556190490723 (17.239377593994142) | > loss_duration: 2.3171658515930176 (2.344845509529114) | > loss_1: 27.484067916870117 (31.13224678039551)  --> STEP: 11 | > loss_disc: 2.5957205295562744 (2.4543538960543545) | > loss_disc_real_0: 0.2426387220621109 (0.18167335946451535) | > loss_disc_real_1: 0.2714279890060425 (0.23938235505060715) | > loss_disc_real_2: 0.2633165121078491 (0.2270579676736485) | > loss_disc_real_3: 0.2720056176185608 (0.26410674913363025) | > loss_disc_real_4: 0.2592421770095825 (0.25637771731073206) | > loss_disc_real_5: 0.23514729738235474 (0.23042413050478155) | > loss_0: 2.5957205295562744 (2.4543538960543545) | > loss_gen: 2.5349626541137695 (2.4833688085729424) | > loss_kl: 3.5998032093048096 (3.0411320599642666) | > loss_feat: 6.860978603363037 (6.155134201049805) | > loss_mel: 17.321870803833008 (17.246876976706766) | > loss_duration: 2.5092239379882812 (2.359789003025402) | > loss_1: 32.826839447021484 (31.286300659179688)  --> STEP: 12 | > loss_disc: 2.6060519218444824 (2.4669953982035318) | > loss_disc_real_0: 0.2021208554506302 (0.18337731746335825) | > loss_disc_real_1: 0.256242960691452 (0.24078740552067757) | > loss_disc_real_2: 0.3206360936164856 (0.2348561448355516) | > loss_disc_real_3: 0.34235846996307373 (0.2706277258694172) | > loss_disc_real_4: 0.3161211907863617 (0.26135634010036785) | > loss_disc_real_5: 0.25991636514663696 (0.23288181672493616) | > loss_0: 2.6060519218444824 (2.4669953982035318) | > loss_gen: 2.6784908771514893 (2.4996289809544883) | > loss_kl: 2.8222057819366455 (3.022888203461965) | > loss_feat: 5.533343315124512 (6.103318293889363) | > loss_mel: 16.242517471313477 (17.163180351257324) | > loss_duration: 2.290118932723999 (2.353983163833618) | > loss_1: 29.56667709350586 (31.142998695373535)  --> STEP: 13 | > loss_disc: 2.0368425846099854 (2.4339067202347975) | > loss_disc_real_0: 0.1887686848640442 (0.18379203803264177) | > loss_disc_real_1: 0.17745639383792877 (0.2359157892373892) | > loss_disc_real_2: 0.1895689219236374 (0.23137251230386588) | > loss_disc_real_3: 0.18787063658237457 (0.2642617959242601) | > loss_disc_real_4: 0.16314207017421722 (0.25380139625989473) | > loss_disc_real_5: 0.17655673623085022 (0.2285491182253911) | > loss_0: 2.0368425846099854 (2.4339067202347975) | > loss_gen: 2.7905945777893066 (2.522010949941782) | > loss_kl: 2.7646780014038086 (3.0030258802267222) | > loss_feat: 7.392482757568359 (6.20248479109544) | > loss_mel: 16.75694465637207 (17.131931451650765) | > loss_duration: 2.2179436683654785 (2.3435185872591457) | > loss_1: 31.92264175415039 (31.20297123835637)  --> STEP: 14 | > loss_disc: 2.2935757637023926 (2.423883080482483) | > loss_disc_real_0: 0.2080986648797989 (0.18552822566458158) | > loss_disc_real_1: 0.19149614870548248 (0.23274295777082443) | > loss_disc_real_2: 0.1805502325296402 (0.22774234946284974) | > loss_disc_real_3: 0.28326570987701416 (0.2656192183494568) | > loss_disc_real_4: 0.22537319362163544 (0.2517708103571619) | > loss_disc_real_5: 0.1805792897939682 (0.22512270190886088) | > loss_0: 2.2935757637023926 (2.423883080482483) | > loss_gen: 2.65226411819458 (2.5313147476741245) | > loss_kl: 3.4901366233825684 (3.037819504737854) | > loss_feat: 5.944390773773193 (6.184049504143851) | > loss_mel: 18.196487426757812 (17.207971164158412) | > loss_duration: 2.3909530639648438 (2.346906764166696) | > loss_1: 32.674232482910156 (31.308061327253068)  --> STEP: 15 | > loss_disc: 2.473578453063965 (2.4271961053212485) | > loss_disc_real_0: 0.16942104697227478 (0.1844544137517611) | > loss_disc_real_1: 0.28340646624565125 (0.23612052500247954) | > loss_disc_real_2: 0.2194456309080124 (0.22718923489252726) | > loss_disc_real_3: 0.20496569573879242 (0.2615756501754125) | > loss_disc_real_4: 0.21940495073795319 (0.249613086382548) | > loss_disc_real_5: 0.20010794699192047 (0.22345505158106485) | > loss_0: 2.473578453063965 (2.4271961053212485) | > loss_gen: 2.310194253921509 (2.5165733814239504) | > loss_kl: 3.4812207221984863 (3.067379585901896) | > loss_feat: 7.237900733947754 (6.254306252797445) | > loss_mel: 17.012880325317383 (17.194965108235678) | > loss_duration: 2.419247627258301 (2.351729488372803) | > loss_1: 32.46144485473633 (31.38495356241862)  --> STEP: 16 | > loss_disc: 2.5046639442443848 (2.4320378452539444) | > loss_disc_real_0: 0.19952049851417542 (0.185396044049412) | > loss_disc_real_1: 0.18837176263332367 (0.2331362273544073) | > loss_disc_real_2: 0.2649953067302704 (0.2295521143823862) | > loss_disc_real_3: 0.23326388001441956 (0.25980616454035044) | > loss_disc_real_4: 0.1893814355134964 (0.2458486082032323) | > loss_disc_real_5: 0.15024933218955994 (0.2188796941190958) | > loss_0: 2.5046639442443848 (2.4320378452539444) | > loss_gen: 2.0628201961517334 (2.4882138073444366) | > loss_kl: 3.0515637397766113 (3.066391095519066) | > loss_feat: 6.361730575561523 (6.2610202729702) | > loss_mel: 15.402541160583496 (17.082938611507416) | > loss_duration: 2.3273725509643555 (2.350207179784775) | > loss_1: 29.20602798461914 (31.248770713806152)  --> STEP: 17 | > loss_disc: 2.6300508975982666 (2.443685671862434) | > loss_disc_real_0: 0.22594144940376282 (0.1877810678937856) | > loss_disc_real_1: 0.2994876801967621 (0.2370392539921929) | > loss_disc_real_2: 0.24005287885665894 (0.23016980641028462) | > loss_disc_real_3: 0.23264585435390472 (0.2582084992352654) | > loss_disc_real_4: 0.2588967978954315 (0.24661614877336166) | > loss_disc_real_5: 0.3528144955635071 (0.22675821185112) | > loss_0: 2.6300508975982666 (2.443685671862434) | > loss_gen: 2.673229694366455 (2.49909709481632) | > loss_kl: 2.195300579071045 (3.0151504769044766) | > loss_feat: 5.788167476654053 (6.233205402598662) | > loss_mel: 17.065126419067383 (17.08189083548153) | > loss_duration: 2.437912940979004 (2.3553663422079647) | > loss_1: 30.15973663330078 (31.18470988554113)  --> STEP: 18 | > loss_disc: 2.3084559440612793 (2.4361729092068143) | > loss_disc_real_0: 0.08196443319320679 (0.18190236596597564) | > loss_disc_real_1: 0.1814652532339096 (0.23395180950562158) | > loss_disc_real_2: 0.15747399628162384 (0.22613115029202568) | > loss_disc_real_3: 0.21661166846752167 (0.25589756419261295) | > loss_disc_real_4: 0.23750117421150208 (0.2461097612977028) | > loss_disc_real_5: 0.2180500328540802 (0.22627442412906223) | > loss_0: 2.3084559440612793 (2.4361729092068143) | > loss_gen: 2.2429158687591553 (2.4848648044798107) | > loss_kl: 2.4942235946655273 (2.986210094557868) | > loss_feat: 8.429950714111328 (6.35524680879381) | > loss_mel: 17.689104080200195 (17.11562490463257) | > loss_duration: 2.2271437644958496 (2.3482428656684027) | > loss_1: 33.083335876464844 (31.290189107259113)  --> STEP: 19 | > loss_disc: 2.4295992851257324 (2.4358269289920202) | > loss_disc_real_0: 0.23599395155906677 (0.18474929152350678) | > loss_disc_real_1: 0.23652513325214386 (0.23408724759754382) | > loss_disc_real_2: 0.19332334399223328 (0.22440442364466817) | > loss_disc_real_3: 0.21341344714164734 (0.2536615580320358) | > loss_disc_real_4: 0.1916225701570511 (0.24324201439556323) | > loss_disc_real_5: 0.19898511469364166 (0.22483814468509272) | > loss_0: 2.4295992851257324 (2.4358269289920202) | > loss_gen: 2.217683792114258 (2.4708026459342554) | > loss_kl: 2.1092703342437744 (2.9400553703308105) | > loss_feat: 5.820281982421875 (6.32709076530055) | > loss_mel: 17.43472671508789 (17.132419736761797) | > loss_duration: 2.344122886657715 (2.34802602466784) | > loss_1: 29.92608642578125 (31.218394229286595)  --> STEP: 20 | > loss_disc: 2.7001070976257324 (2.449040937423706) | > loss_disc_real_0: 0.19795607030391693 (0.1854096304625273) | > loss_disc_real_1: 0.20513303577899933 (0.2326395370066166) | > loss_disc_real_2: 0.214618518948555 (0.22391512840986252) | > loss_disc_real_3: 0.2498193085193634 (0.2534694455564022) | > loss_disc_real_4: 0.2260216623544693 (0.24238099679350852) | > loss_disc_real_5: 0.17493684589862823 (0.2223430797457695) | > loss_0: 2.7001070976257324 (2.449040937423706) | > loss_gen: 1.960127592086792 (2.4452688932418822) | > loss_kl: 2.5117828845977783 (2.918641746044159) | > loss_feat: 4.900437355041504 (6.2557580947875975) | > loss_mel: 14.303492546081543 (16.990973377227782) | > loss_duration: 2.3171825408935547 (2.346483850479126) | > loss_1: 25.993022918701172 (30.957125663757324)  --> STEP: 21 | > loss_disc: 2.2169156074523926 (2.437987350282215) | > loss_disc_real_0: 0.16708673536777496 (0.18453711164849146) | > loss_disc_real_1: 0.2942159175872803 (0.23557174560569583) | > loss_disc_real_2: 0.1840435117483139 (0.2220164799974078) | > loss_disc_real_3: 0.20468659698963165 (0.25114645276750835) | > loss_disc_real_4: 0.2630898058414459 (0.24336713055769602) | > loss_disc_real_5: 0.29475876688957214 (0.2257914458002363) | > loss_0: 2.2169156074523926 (2.437987350282215) | > loss_gen: 2.932727098464966 (2.468481188728696) | > loss_kl: 3.6491799354553223 (2.953429278873262) | > loss_feat: 5.912354946136475 (6.239405563899449) | > loss_mel: 16.050424575805664 (16.946185339064826) | > loss_duration: 2.182067632675171 (2.3386545067741755) | > loss_1: 30.726755142211914 (30.94615563892183)  --> STEP: 22 | > loss_disc: 2.464357376098633 (2.4391859878193247) | > loss_disc_real_0: 0.11014336347579956 (0.18115557764064183) | > loss_disc_real_1: 0.2626778185367584 (0.23680383982983502) | > loss_disc_real_2: 0.18474070727825165 (0.22032212669199164) | > loss_disc_real_3: 0.20470461249351501 (0.2490354600277814) | > loss_disc_real_4: 0.2305210530757904 (0.24278321794488214) | > loss_disc_real_5: 0.23945273458957672 (0.22641241347247903) | > loss_0: 2.464357376098633 (2.4391859878193247) | > loss_gen: 2.200192928314209 (2.4562862678007646) | > loss_kl: 2.2841460704803467 (2.9230073148554023) | > loss_feat: 6.370335578918457 (6.245356928218495) | > loss_mel: 14.615345001220703 (16.840238050981) | > loss_duration: 2.175307512283325 (2.3312296433882276) | > loss_1: 27.645328521728516 (30.79611804268577)  --> STEP: 23 | > loss_disc: 2.4697763919830322 (2.44051600539166) | > loss_disc_real_0: 0.21901419758796692 (0.18280160459487335) | > loss_disc_real_1: 0.31847935914993286 (0.24035494936549145) | > loss_disc_real_2: 0.1861458122730255 (0.21883619997812354) | > loss_disc_real_3: 0.26935774087905884 (0.2499190374560978) | > loss_disc_real_4: 0.2589615285396576 (0.24348662275335062) | > loss_disc_real_5: 0.2468733787536621 (0.22730202065861743) | > loss_0: 2.4697763919830322 (2.44051600539166) | > loss_gen: 2.622784376144409 (2.4635253159896187) | > loss_kl: 2.615118980407715 (2.90962086553159) | > loss_feat: 5.2821125984191895 (6.203476739966351) | > loss_mel: 17.150270462036133 (16.853717721026875) | > loss_duration: 2.294492483139038 (2.329632375551306) | > loss_1: 29.964778900146484 (30.759972862575363)  --> STEP: 24 | > loss_disc: 2.421330451965332 (2.43971660733223) | > loss_disc_real_0: 0.22014015913009644 (0.18435737770050764) | > loss_disc_real_1: 0.2689521014690399 (0.24154649736980596) | > loss_disc_real_2: 0.2363787591457367 (0.21956713994344076) | > loss_disc_real_3: 0.3275606334209442 (0.25315410395463306) | > loss_disc_real_4: 0.21750758588314056 (0.24240416288375854) | > loss_disc_real_5: 0.19669219851493835 (0.2260266114026308) | > loss_0: 2.421330451965332 (2.43971660733223) | > loss_gen: 2.5210020542144775 (2.465920180082321) | > loss_kl: 2.599987745285034 (2.8967194855213165) | > loss_feat: 6.6869282722473145 (6.223620553811391) | > loss_mel: 17.251157760620117 (16.870277722676594) | > loss_duration: 2.4452810287475586 (2.334451069434483) | > loss_1: 31.504356384277344 (30.790988842646282)  --> STEP: 25 | > loss_disc: 2.515204668045044 (2.4427361297607426) | > loss_disc_real_0: 0.1782533973455429 (0.18411321848630904) | > loss_disc_real_1: 0.26143455505371094 (0.24234201967716218) | > loss_disc_real_2: 0.21570928394794464 (0.21941282570362092) | > loss_disc_real_3: 0.2401539534330368 (0.25263409793376923) | > loss_disc_real_4: 0.23368048667907715 (0.2420552158355713) | > loss_disc_real_5: 0.2313331812620163 (0.22623887419700622) | > loss_0: 2.515204668045044 (2.4427361297607426) | > loss_gen: 2.152010440826416 (2.453363790512085) | > loss_kl: 3.2666029930114746 (2.9115148258209227) | > loss_feat: 4.903765678405762 (6.170826358795166) | > loss_mel: 15.173539161682129 (16.802408180236817) | > loss_duration: 2.3777737617492676 (2.3361839771270745) | > loss_1: 27.873689651489258 (30.674296875)  --> STEP: 26 | > loss_disc: 2.406996965408325 (2.441361546516419) | > loss_disc_real_0: 0.19544821977615356 (0.18454918007437998) | > loss_disc_real_1: 0.15093807876110077 (0.23882648348808289) | > loss_disc_real_2: 0.18564043939113617 (0.21811388776852533) | > loss_disc_real_3: 0.2745782434940338 (0.25347810353224093) | > loss_disc_real_4: 0.27670884132385254 (0.24338804758512056) | > loss_disc_real_5: 0.20610222220420837 (0.22546438758189863) | > loss_0: 2.406996965408325 (2.441361546516419) | > loss_gen: 2.3693742752075195 (2.4501334245388326) | > loss_kl: 2.513843297958374 (2.8962197670569787) | > loss_feat: 9.47237491607666 (6.297808995613685) | > loss_mel: 19.331687927246094 (16.899688170506405) | > loss_duration: 2.307460308074951 (2.3350792206250697) | > loss_1: 35.9947395324707 (30.878929284902718) --> EVAL PERFORMANCE | > avg_loader_time: 0.002321417515094463 (-9.635778573843226e-05) | > avg_loss_disc: 2.441361546516419 (-0.059822467657235645) | > avg_loss_disc_real_0: 0.18454918007437998 (-0.006095544363443672) | > avg_loss_disc_real_1: 0.23882648348808289 (-0.016121542511077946) | > avg_loss_disc_real_2: 0.21811388776852533 (-0.027451652746934174) | > avg_loss_disc_real_3: 0.25347810353224093 (+0.018578278330656173) | > avg_loss_disc_real_4: 0.24338804758512056 (-0.009422418016653722) | > avg_loss_disc_real_5: 0.22546438758189863 (-0.016608083763947817) | > avg_loss_0: 2.441361546516419 (-0.059822467657235645) | > avg_loss_gen: 2.4501334245388326 (-0.14570137170644903) | > avg_loss_kl: 2.8962197670569787 (-0.18205928802490234) | > avg_loss_feat: 6.297808995613685 (-0.44913405638474746) | > avg_loss_mel: 16.899688170506405 (-0.09666574918307091) | > avg_loss_duration: 2.3350792206250697 (+0.0011177888283353532) | > avg_loss_1: 30.878929284902718 (-0.8724429790790289)  > EPOCH: 747/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:15:04)   --> TIME: 2024-06-12 00:15:11 -- STEP: 14/330 -- GLOBAL_STEP: 334525 | > loss_disc: 2.375413656234741 (2.328455822808402) | > loss_disc_real_0: 0.11125919967889786 (0.1083343257861478) | > loss_disc_real_1: 0.2122381180524826 (0.1909700259566307) | > loss_disc_real_2: 0.21224746108055115 (0.21120419991867884) | > loss_disc_real_3: 0.253921240568161 (0.2267723051565034) | > loss_disc_real_4: 0.24507465958595276 (0.23279429652861186) | > loss_disc_real_5: 0.2017398625612259 (0.22448949941567012) | > loss_0: 2.375413656234741 (2.328455822808402) | > grad_norm_0: tensor(9.7300, device='cuda:0') (tensor(9.1995, device='cuda:0')) | > loss_gen: 2.5378196239471436 (2.4791069541658675) | > loss_kl: 1.9272922277450562 (1.9359130093029566) | > loss_feat: 6.665743827819824 (6.865809679031372) | > loss_mel: 16.889942169189453 (17.54311207362584) | > loss_duration: 2.0028321743011475 (2.0662028789520264) | > loss_1: 30.023630142211914 (30.89014462062291) | > grad_norm_1: tensor(212.7581, device='cuda:0') (tensor(117.4052, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.34 (0.3532699005944388) | > loader_time: 0.0029 (0.0031071220125470844)  --> TIME: 2024-06-12 00:15:20 -- STEP: 39/330 -- GLOBAL_STEP: 334550 | > loss_disc: 2.2962169647216797 (2.32902094645378) | > loss_disc_real_0: 0.10410819202661514 (0.10676798682946426) | > loss_disc_real_1: 0.18841852247714996 (0.1921060310724454) | > loss_disc_real_2: 0.16385670006275177 (0.20739737496926233) | > loss_disc_real_3: 0.21154597401618958 (0.22690396927870238) | > loss_disc_real_4: 0.21650591492652893 (0.2332020818423002) | > loss_disc_real_5: 0.2104196548461914 (0.22431118748126885) | > loss_0: 2.2962169647216797 (2.32902094645378) | > grad_norm_0: tensor(9.3293, device='cuda:0') (tensor(8.7905, device='cuda:0')) | > loss_gen: 2.604483127593994 (2.501345854539138) | > loss_kl: 2.059476613998413 (1.944684230364286) | > loss_feat: 7.665162086486816 (7.04657278305445) | > loss_mel: 17.291528701782227 (17.350622959626026) | > loss_duration: 2.0044689178466797 (2.0135048413888) | > loss_1: 31.625118255615234 (30.85673073010567) | > grad_norm_1: tensor(61.6886, device='cuda:0') (tensor(92.7074, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.3712 (0.3593317912175105) | > loader_time: 0.0036 (0.003399231495001377)  --> TIME: 2024-06-12 00:15:29 -- STEP: 64/330 -- GLOBAL_STEP: 334575 | > loss_disc: 2.4008376598358154 (2.3339842557907104) | > loss_disc_real_0: 0.13726894557476044 (0.10827859747223556) | > loss_disc_real_1: 0.22917236387729645 (0.19534949702210724) | > loss_disc_real_2: 0.23905245959758759 (0.20787722570821643) | > loss_disc_real_3: 0.23061998188495636 (0.22789139999076724) | > loss_disc_real_4: 0.25038057565689087 (0.2317669508047402) | > loss_disc_real_5: 0.2476370632648468 (0.22372335358522832) | > loss_0: 2.4008376598358154 (2.3339842557907104) | > grad_norm_0: tensor(11.8037, device='cuda:0') (tensor(9.6130, device='cuda:0')) | > loss_gen: 2.495436191558838 (2.4990173019468793) | > loss_kl: 1.835299015045166 (1.934894246980548) | > loss_feat: 6.520448684692383 (7.030617386102676) | > loss_mel: 16.985076904296875 (17.359870284795758) | > loss_duration: 1.9888888597488403 (1.99499611929059) | > loss_1: 29.825149536132812 (30.819395393133163) | > grad_norm_1: tensor(156.4471, device='cuda:0') (tensor(96.4816, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.3732 (0.3649297058582306) | > loader_time: 0.0045 (0.0035890936851501465)  --> TIME: 2024-06-12 00:15:39 -- STEP: 89/330 -- GLOBAL_STEP: 334600 | > loss_disc: 2.37556529045105 (2.3470398201031624) | > loss_disc_real_0: 0.14724209904670715 (0.1096830851911159) | > loss_disc_real_1: 0.16761887073516846 (0.19601554800285378) | > loss_disc_real_2: 0.2243184894323349 (0.20895332315664614) | > loss_disc_real_3: 0.23832714557647705 (0.22897066226166285) | > loss_disc_real_4: 0.2481348216533661 (0.23375093551833978) | > loss_disc_real_5: 0.25733035802841187 (0.22457163856270607) | > loss_0: 2.37556529045105 (2.3470398201031624) | > grad_norm_0: tensor(7.7517, device='cuda:0') (tensor(10.0710, device='cuda:0')) | > loss_gen: 2.3854143619537354 (2.4905621496479173) | > loss_kl: 1.9671036005020142 (1.9495178394103319) | > loss_feat: 6.371734619140625 (6.997084612257026) | > loss_mel: 16.64714813232422 (17.3260435468695) | > loss_duration: 2.014533519744873 (1.9896086963374964) | > loss_1: 29.385934829711914 (30.752816875329177) | > grad_norm_1: tensor(113.0431, device='cuda:0') (tensor(101.9495, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.4057 (0.37073822503679255) | > loader_time: 0.0044 (0.003755371222335301)  --> TIME: 2024-06-12 00:15:49 -- STEP: 114/330 -- GLOBAL_STEP: 334625 | > loss_disc: 2.3447420597076416 (2.3470422175892613) | > loss_disc_real_0: 0.10535198450088501 (0.11018619594866769) | > loss_disc_real_1: 0.19386187195777893 (0.19574896651401852) | > loss_disc_real_2: 0.24234619736671448 (0.20872891981873595) | > loss_disc_real_3: 0.2489343285560608 (0.22916683907571592) | > loss_disc_real_4: 0.2395562380552292 (0.23323815512029747) | > loss_disc_real_5: 0.22399631142616272 (0.22457840385144218) | > loss_0: 2.3447420597076416 (2.3470422175892613) | > grad_norm_0: tensor(10.4394, device='cuda:0') (tensor(10.1219, device='cuda:0')) | > loss_gen: 2.586756944656372 (2.4877740563007835) | > loss_kl: 2.014026165008545 (1.9599707210273074) | > loss_feat: 6.773419380187988 (6.983280219529805) | > loss_mel: 17.86419105529785 (17.299371970327268) | > loss_duration: 1.9984214305877686 (1.9915702311616195) | > loss_1: 31.236814498901367 (30.72196714501632) | > grad_norm_1: tensor(231.1837, device='cuda:0') (tensor(109.5112, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.3682 (0.37154659890291986) | > loader_time: 0.0037 (0.0037937812637864497)  --> TIME: 2024-06-12 00:15:58 -- STEP: 139/330 -- GLOBAL_STEP: 334650 | > loss_disc: 2.3068771362304688 (2.3532638155299126) | > loss_disc_real_0: 0.17352525889873505 (0.11275032039383336) | > loss_disc_real_1: 0.16999977827072144 (0.19548701339488403) | > loss_disc_real_2: 0.17490114271640778 (0.21007578300057556) | > loss_disc_real_3: 0.2375737577676773 (0.2290069277552392) | > loss_disc_real_4: 0.22126390039920807 (0.23230373419874864) | > loss_disc_real_5: 0.21807560324668884 (0.2236774540204796) | > loss_0: 2.3068771362304688 (2.3532638155299126) | > grad_norm_0: tensor(33.2258, device='cuda:0') (tensor(11.7305, device='cuda:0')) | > loss_gen: 2.522455930709839 (2.483757019042969) | > loss_kl: 2.183647871017456 (1.9727578926429474) | > loss_feat: 7.294591426849365 (6.973728790557642) | > loss_mel: 17.095401763916016 (17.33172692497857) | > loss_duration: 2.083949327468872 (1.9977556990204954) | > loss_1: 31.18004608154297 (30.759726270497275) | > grad_norm_1: tensor(307.5281, device='cuda:0') (tensor(127.3487, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.3836 (0.37117278147086824) | > loader_time: 0.0047 (0.0038925486502887534)  --> TIME: 2024-06-12 00:16:08 -- STEP: 164/330 -- GLOBAL_STEP: 334675 | > loss_disc: 2.5040249824523926 (2.3583332474638774) | > loss_disc_real_0: 0.15986210107803345 (0.11418756738123374) | > loss_disc_real_1: 0.23116865754127502 (0.1962604115648967) | > loss_disc_real_2: 0.19338364899158478 (0.2105065614166784) | > loss_disc_real_3: 0.24646122753620148 (0.22942191889373267) | > loss_disc_real_4: 0.2263002097606659 (0.23252096245201623) | > loss_disc_real_5: 0.22471944987773895 (0.22329589224806645) | > loss_0: 2.5040249824523926 (2.3583332474638774) | > grad_norm_0: tensor(29.0466, device='cuda:0') (tensor(12.9436, device='cuda:0')) | > loss_gen: 2.3507566452026367 (2.485764487487514) | > loss_kl: 1.9711552858352661 (1.986697867876146) | > loss_feat: 6.442941188812256 (6.979795775762417) | > loss_mel: 16.699968338012695 (17.331289523985333) | > loss_duration: 2.070004463195801 (2.001879391873755) | > loss_1: 29.53482437133789 (30.78542698883429) | > grad_norm_1: tensor(230.3384, device='cuda:0') (tensor(150.1435, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.3658 (0.3721832792933394) | > loader_time: 0.0041 (0.003974318504333499)  --> TIME: 2024-06-12 00:16:18 -- STEP: 189/330 -- GLOBAL_STEP: 334700 | > loss_disc: 2.289504051208496 (2.361250801691934) | > loss_disc_real_0: 0.061557427048683167 (0.11557174403043025) | > loss_disc_real_1: 0.19449728727340698 (0.19720711034757116) | > loss_disc_real_2: 0.19766388833522797 (0.210850305027432) | > loss_disc_real_3: 0.23229460418224335 (0.22966429914431596) | > loss_disc_real_4: 0.20901890099048615 (0.23162131823559917) | > loss_disc_real_5: 0.19886773824691772 (0.2229236457398329) | > loss_0: 2.289504051208496 (2.361250801691934) | > grad_norm_0: tensor(36.3477, device='cuda:0') (tensor(15.3196, device='cuda:0')) | > loss_gen: 2.585453748703003 (2.483016213412008) | > loss_kl: 2.0321857929229736 (1.9926606700533913) | > loss_feat: 7.202249526977539 (6.965114379055285) | > loss_mel: 17.379316329956055 (17.301872838741904) | > loss_duration: 2.0929946899414062 (2.00987895582088) | > loss_1: 31.292198181152344 (30.752543010408917) | > grad_norm_1: tensor(571.6867, device='cuda:0') (tensor(176.4783, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.4166 (0.37484751555023993) | > loader_time: 0.0057 (0.0040874645192787145)  --> TIME: 2024-06-12 00:16:28 -- STEP: 214/330 -- GLOBAL_STEP: 334725 | > loss_disc: 2.5114564895629883 (2.3637732701880907) | > loss_disc_real_0: 0.13317641615867615 (0.11677278581762986) | > loss_disc_real_1: 0.2556869685649872 (0.19706384949037958) | > loss_disc_real_2: 0.25043997168540955 (0.2113367434695503) | > loss_disc_real_3: 0.2312486320734024 (0.22958620150234096) | > loss_disc_real_4: 0.25177907943725586 (0.23217868164320973) | > loss_disc_real_5: 0.2328190952539444 (0.22280486756674597) | > loss_0: 2.5114564895629883 (2.3637732701880907) | > grad_norm_0: tensor(16.3300, device='cuda:0') (tensor(16.6893, device='cuda:0')) | > loss_gen: 2.346085786819458 (2.4830759217805953) | > loss_kl: 1.8169662952423096 (1.9959454998791775) | > loss_feat: 6.300812721252441 (6.958556750110375) | > loss_mel: 16.28635597229004 (17.265332854796807) | > loss_duration: 2.115410327911377 (2.0175280309169072) | > loss_1: 28.865631103515625 (30.720439019604264) | > grad_norm_1: tensor(188.5081, device='cuda:0') (tensor(196.3248, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.4264 (0.37880605069276324) | > loader_time: 0.0054 (0.00422986534154304)  --> TIME: 2024-06-12 00:16:39 -- STEP: 239/330 -- GLOBAL_STEP: 334750 | > loss_disc: 2.331723690032959 (2.3622090996059915) | > loss_disc_real_0: 0.09686234593391418 (0.1177989750414713) | > loss_disc_real_1: 0.17787060141563416 (0.19683142199675904) | > loss_disc_real_2: 0.1948608011007309 (0.21095860222642895) | > loss_disc_real_3: 0.21299967169761658 (0.229626478073986) | > loss_disc_real_4: 0.20275327563285828 (0.23167830736816677) | > loss_disc_real_5: 0.23521050810813904 (0.22177530638094228) | > loss_0: 2.331723690032959 (2.3622090996059915) | > grad_norm_0: tensor(62.0082, device='cuda:0') (tensor(19.1317, device='cuda:0')) | > loss_gen: 2.440065860748291 (2.4841952174278483) | > loss_kl: 1.9273077249526978 (1.9990394185277707) | > loss_feat: 7.135024070739746 (6.953920875134328) | > loss_mel: 16.846677780151367 (17.216917604582104) | > loss_duration: 2.080427408218384 (2.026242747466433) | > loss_1: 30.429502487182617 (30.68031584767617) | > grad_norm_1: tensor(534.3311, device='cuda:0') (tensor(221.7330, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.4248 (0.383209520802837) | > loader_time: 0.006 (0.004393306237384368)  --> TIME: 2024-06-12 00:16:50 -- STEP: 264/330 -- GLOBAL_STEP: 334775 | > loss_disc: 2.332820415496826 (2.3626232490395056) | > loss_disc_real_0: 0.08056384325027466 (0.11834274655715989) | > loss_disc_real_1: 0.2200695127248764 (0.196945336562666) | > loss_disc_real_2: 0.18561622500419617 (0.21091077871846436) | > loss_disc_real_3: 0.23192204535007477 (0.2300313086898038) | > loss_disc_real_4: 0.23645511269569397 (0.231716917940613) | > loss_disc_real_5: 0.21858763694763184 (0.22135905656173374) | > loss_0: 2.332820415496826 (2.3626232490395056) | > grad_norm_0: tensor(43.8452, device='cuda:0') (tensor(21.2410, device='cuda:0')) | > loss_gen: 2.601971387863159 (2.4891942179564275) | > loss_kl: 2.1490914821624756 (2.003719504132415) | > loss_feat: 7.459315299987793 (6.97666365811319) | > loss_mel: 16.650144577026367 (17.173288511507458) | > loss_duration: 2.152226448059082 (2.034368683442923) | > loss_1: 31.01274871826172 (30.677234570185345) | > grad_norm_1: tensor(646.4398, device='cuda:0') (tensor(247.7151, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.4266 (0.3870151178403334) | > loader_time: 0.006 (0.0045344477350061614)  --> TIME: 2024-06-12 00:17:01 -- STEP: 289/330 -- GLOBAL_STEP: 334800 | > loss_disc: 2.470374822616577 (2.365333412757795) | > loss_disc_real_0: 0.1180020421743393 (0.1190763734358405) | > loss_disc_real_1: 0.20479074120521545 (0.19742511527348552) | > loss_disc_real_2: 0.2251238077878952 (0.21156237070741957) | > loss_disc_real_3: 0.24650512635707855 (0.22980673018211312) | > loss_disc_real_4: 0.23955722153186798 (0.2314808367136028) | > loss_disc_real_5: 0.22556649148464203 (0.22160390174100142) | > loss_0: 2.470374822616577 (2.365333412757795) | > grad_norm_0: tensor(17.8282, device='cuda:0') (tensor(22.4460, device='cuda:0')) | > loss_gen: 2.325500965118408 (2.485977375796098) | > loss_kl: 2.02225923538208 (2.0056884891021625) | > loss_feat: 6.38311767578125 (6.98199466190536) | > loss_mel: 15.91482162475586 (17.1489513951602) | > loss_duration: 2.1757264137268066 (2.0441617771828438) | > loss_1: 28.82142448425293 (30.666773706983943) | > grad_norm_1: tensor(473.4801, device='cuda:0') (tensor(263.2649, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.4572 (0.3916970050046188) | > loader_time: 0.0071 (0.004717975339262544)  --> TIME: 2024-06-12 00:17:14 -- STEP: 314/330 -- GLOBAL_STEP: 334825 | > loss_disc: 2.301927328109741 (2.3674398151932254) | > loss_disc_real_0: 0.11913488805294037 (0.12008709719131709) | > loss_disc_real_1: 0.2213868945837021 (0.19779092082931737) | > loss_disc_real_2: 0.20429764688014984 (0.21154028879609085) | > loss_disc_real_3: 0.23769444227218628 (0.23001258772839406) | > loss_disc_real_4: 0.2254115641117096 (0.23171284101950895) | > loss_disc_real_5: 0.17523810267448425 (0.2216409460469416) | > loss_0: 2.301927328109741 (2.3674398151932254) | > grad_norm_0: tensor(28.4370, device='cuda:0') (tensor(23.3978, device='cuda:0')) | > loss_gen: 2.5677549839019775 (2.483636229660861) | > loss_kl: 2.097579002380371 (2.0103535154822536) | > loss_feat: 8.145853042602539 (6.992354596496386) | > loss_mel: 16.857593536376953 (17.101439800991386) | > loss_duration: 2.24576997756958 (2.0570152971395252) | > loss_1: 31.914548873901367 (30.644799432936747) | > grad_norm_1: tensor(543.4443, device='cuda:0') (tensor(277.6734, device='cuda:0')) | > current_lr_0: 0.00018216931013834408 | > current_lr_1: 0.00018216931013834408 | > step_time: 0.5437 (0.400675734137274) | > loader_time: 0.0087 (0.004924358076350705)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7288358211517334 (2.7288358211517334) | > loss_disc_real_0: 0.3245445489883423 (0.3245445489883423) | > loss_disc_real_1: 0.2785016596317291 (0.2785016596317291) | > loss_disc_real_2: 0.27388110756874084 (0.27388110756874084) | > loss_disc_real_3: 0.2586143910884857 (0.2586143910884857) | > loss_disc_real_4: 0.3033671975135803 (0.3033671975135803) | > loss_disc_real_5: 0.29815346002578735 (0.29815346002578735) | > loss_0: 2.7288358211517334 (2.7288358211517334) | > loss_gen: 2.580380916595459 (2.580380916595459) | > loss_kl: 1.912000060081482 (1.912000060081482) | > loss_feat: 4.992190837860107 (4.992190837860107) | > loss_mel: 16.368459701538086 (16.368459701538086) | > loss_duration: 3.0402445793151855 (3.0402445793151855) | > loss_1: 28.893278121948242 (28.893278121948242)  --> STEP: 1 | > loss_disc: 2.177004098892212 (2.177004098892212) | > loss_disc_real_0: 0.12532706558704376 (0.12532706558704376) | > loss_disc_real_1: 0.1255040168762207 (0.1255040168762207) | > loss_disc_real_2: 0.27238574624061584 (0.27238574624061584) | > loss_disc_real_3: 0.2519979178905487 (0.2519979178905487) | > loss_disc_real_4: 0.20218928158283234 (0.20218928158283234) | > loss_disc_real_5: 0.21274346113204956 (0.21274346113204956) | > loss_0: 2.177004098892212 (2.177004098892212) | > loss_gen: 2.630855083465576 (2.630855083465576) | > loss_kl: 3.038238048553467 (3.038238048553467) | > loss_feat: 8.285222053527832 (8.285222053527832) | > loss_mel: 19.5965576171875 (19.5965576171875) | > loss_duration: 2.47574520111084 (2.47574520111084) | > loss_1: 36.02661895751953 (36.02661895751953)  --> STEP: 2 | > loss_disc: 2.5840983390808105 (2.3805512189865112) | > loss_disc_real_0: 0.15711304545402527 (0.14122005552053452) | > loss_disc_real_1: 0.19343717396259308 (0.1594705954194069) | > loss_disc_real_2: 0.26700636744499207 (0.26969605684280396) | > loss_disc_real_3: 0.25499042868614197 (0.25349417328834534) | > loss_disc_real_4: 0.2722528576850891 (0.23722106963396072) | > loss_disc_real_5: 0.28723010420799255 (0.24998678267002106) | > loss_0: 2.5840983390808105 (2.3805512189865112) | > loss_gen: 2.3512167930603027 (2.4910359382629395) | > loss_kl: 2.9586374759674072 (2.998437762260437) | > loss_feat: 5.2389936447143555 (6.762107849121094) | > loss_mel: 19.541770935058594 (19.569164276123047) | > loss_duration: 2.387943744659424 (2.431844472885132) | > loss_1: 32.47856521606445 (34.25259208679199)  --> STEP: 3 | > loss_disc: 2.4101619720458984 (2.390421470006307) | > loss_disc_real_0: 0.15377649664878845 (0.14540553589661917) | > loss_disc_real_1: 0.15273232758045197 (0.15722450613975525) | > loss_disc_real_2: 0.24281100928783417 (0.2607343743244807) | > loss_disc_real_3: 0.3229700028896332 (0.2766527831554413) | > loss_disc_real_4: 0.3096258342266083 (0.26135599116484326) | > loss_disc_real_5: 0.29606473445892334 (0.26534609993298847) | > loss_0: 2.4101619720458984 (2.390421470006307) | > loss_gen: 2.581744909286499 (2.5212722619374595) | > loss_kl: 3.1596932411193848 (3.052189588546753) | > loss_feat: 6.116970539093018 (6.547062079111735) | > loss_mel: 18.268856048583984 (19.13572820027669) | > loss_duration: 2.3070108890533447 (2.390233278274536) | > loss_1: 32.43427658081055 (33.64648691813151)  --> STEP: 4 | > loss_disc: 2.499037742614746 (2.4175755381584167) | > loss_disc_real_0: 0.1619015634059906 (0.14952954277396202) | > loss_disc_real_1: 0.2255581170320511 (0.1743079088628292) | > loss_disc_real_2: 0.35445651412010193 (0.284164909273386) | > loss_disc_real_3: 0.25322195887565613 (0.270795077085495) | > loss_disc_real_4: 0.21459171175956726 (0.24966492131352425) | > loss_disc_real_5: 0.23953305184841156 (0.25889283791184425) | > loss_0: 2.499037742614746 (2.4175755381584167) | > loss_gen: 2.5923428535461426 (2.53903990983963) | > loss_kl: 3.3786191940307617 (3.133796989917755) | > loss_feat: 7.812136650085449 (6.863330721855164) | > loss_mel: 18.063034057617188 (18.867554664611816) | > loss_duration: 2.383342742919922 (2.3885106444358826) | > loss_1: 34.22947692871094 (33.79223442077637)  --> STEP: 5 | > loss_disc: 2.2072482109069824 (2.37551007270813) | > loss_disc_real_0: 0.1964261531829834 (0.1589088648557663) | > loss_disc_real_1: 0.17422638833522797 (0.17429160475730895) | > loss_disc_real_2: 0.2652031183242798 (0.28037255108356474) | > loss_disc_real_3: 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2.6244189739227295 (2.41699488957723) | > loss_gen: 2.8343844413757324 (2.610242247581482) | > loss_kl: 2.863860845565796 (3.050960063934326) | > loss_feat: 4.952674388885498 (6.67125662167867) | > loss_mel: 18.393722534179688 (18.941126823425293) | > loss_duration: 2.173110246658325 (2.3460408449172974) | > loss_1: 31.217754364013672 (33.61962763468424)  --> STEP: 7 | > loss_disc: 2.410583257675171 (2.41607894216265) | > loss_disc_real_0: 0.17384445667266846 (0.1729867649929864) | > loss_disc_real_1: 0.2845871150493622 (0.19975110249859945) | > loss_disc_real_2: 0.26641082763671875 (0.27260082960128784) | > loss_disc_real_3: 0.260404497385025 (0.275383323431015) | > loss_disc_real_4: 0.2337917536497116 (0.24283812727246964) | > loss_disc_real_5: 0.20723746716976166 (0.242866826908929) | > loss_0: 2.410583257675171 (2.41607894216265) | > loss_gen: 2.6120545864105225 (2.610501153128488) | > loss_kl: 4.121852874755859 (3.203944751194545) | > loss_feat: 6.937371253967285 (6.709272997719901) | > loss_mel: 17.063812255859375 (18.67293902805873) | > loss_duration: 2.536160945892334 (2.3732008593423024) | > loss_1: 33.2712516784668 (33.569859640938894)  --> STEP: 8 | > loss_disc: 2.4679553508758545 (2.4225634932518005) | > loss_disc_real_0: 0.18343494832515717 (0.17429278790950775) | > loss_disc_real_1: 0.13308997452259064 (0.19141846150159836) | > loss_disc_real_2: 0.32546982169151306 (0.279209453612566) | > loss_disc_real_3: 0.32005518674850464 (0.2809673063457012) | > loss_disc_real_4: 0.2902413308620453 (0.2487635277211666) | > loss_disc_real_5: 0.32169070839881897 (0.25271981209516525) | > loss_0: 2.4679553508758545 (2.4225634932518005) | > loss_gen: 2.8548216819763184 (2.6410412192344666) | > loss_kl: 3.332824230194092 (3.2200546860694885) | > loss_feat: 9.218987464904785 (7.0229873061180115) | > loss_mel: 19.209917068481445 (18.740061283111572) | > loss_duration: 2.280362367630005 (2.3615960478782654) | > loss_1: 36.89691162109375 (33.98574113845825)  --> STEP: 9 | > loss_disc: 2.5147695541381836 (2.432808611128065) | > loss_disc_real_0: 0.1933852881193161 (0.17641417682170868) | > loss_disc_real_1: 0.2384961098432541 (0.19664931131733787) | > loss_disc_real_2: 0.2511759400367737 (0.2760946187708113) | > loss_disc_real_3: 0.21767470240592957 (0.2739347947968377) | > loss_disc_real_4: 0.2470058649778366 (0.2485682318607966) | > loss_disc_real_5: 0.2831146717071533 (0.2560970187187195) | > loss_0: 2.5147695541381836 (2.432808611128065) | > loss_gen: 2.4165713787078857 (2.616100125842624) | > loss_kl: 2.3238518238067627 (3.120476590262519) | > loss_feat: 8.758363723754883 (7.2158069080776635) | > loss_mel: 18.40903091430664 (18.703280131022137) | > loss_duration: 2.1710257530212402 (2.3404215706719294) | > loss_1: 34.07884216308594 (33.996085696750214)  --> STEP: 10 | > loss_disc: 2.863471031188965 (2.4758748531341555) | > loss_disc_real_0: 0.27331382036209106 (0.18610414117574692) | > loss_disc_real_1: 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loss_disc_real_4: 0.27618011832237244 (0.2506450509483164) | > loss_disc_real_5: 0.2785439193248749 (0.2556997307322242) | > loss_0: 2.544229745864868 (2.4820889342914927) | > loss_gen: 2.549534320831299 (2.58532977104187) | > loss_kl: 3.2772114276885986 (3.1133897738023237) | > loss_feat: 5.113794326782227 (6.884440075267445) | > loss_mel: 15.980501174926758 (18.096600445834074) | > loss_duration: 2.521308660507202 (2.3593070940537886) | > loss_1: 29.44234848022461 (33.03906735506925)  --> STEP: 12 | > loss_disc: 2.398164987564087 (2.475095272064209) | > loss_disc_real_0: 0.14368285238742828 (0.18184337889154753) | > loss_disc_real_1: 0.1800725907087326 (0.2005262809495131) | > loss_disc_real_2: 0.21871623396873474 (0.2791902422904969) | > loss_disc_real_3: 0.31229713559150696 (0.2747399757305781) | > loss_disc_real_4: 0.23256024718284607 (0.24913798396786055) | > loss_disc_real_5: 0.23730777204036713 (0.2541670675079028) | > loss_0: 2.398164987564087 (2.475095272064209) | > loss_gen: 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(17.938594818115234) | > loss_duration: 2.271682024002075 (2.342463731765747) | > loss_1: 33.648033142089844 (32.85352369455191)  --> STEP: 14 | > loss_disc: 2.4831151962280273 (2.482074703489031) | > loss_disc_real_0: 0.24451608955860138 (0.19021892760481154) | > loss_disc_real_1: 0.19612406194210052 (0.1979990548321179) | > loss_disc_real_2: 0.24000345170497894 (0.2737093376261848) | > loss_disc_real_3: 0.22520287334918976 (0.2749227870787893) | > loss_disc_real_4: 0.22833950817584991 (0.24676545496497834) | > loss_disc_real_5: 0.2420540452003479 (0.2561620048114232) | > loss_0: 2.4831151962280273 (2.482074703489031) | > loss_gen: 2.5036203861236572 (2.5687505517687117) | > loss_kl: 3.5071699619293213 (3.1570879902158464) | > loss_feat: 5.682769775390625 (6.783847434180124) | > loss_mel: 18.71271324157715 (17.993888991219656) | > loss_duration: 2.425058364868164 (2.3483633484159196) | > loss_1: 32.831329345703125 (32.85193838391985)  --> STEP: 15 | > loss_disc: 2.6676459312438965 (2.494446118672689) | > loss_disc_real_0: 0.33837971091270447 (0.20009631315867107) | > loss_disc_real_1: 0.20671415328979492 (0.19858006139596304) | > loss_disc_real_2: 0.22534061968326569 (0.27048475642999026) | > loss_disc_real_3: 0.20291462540626526 (0.2701222429672877) | > loss_disc_real_4: 0.20785851776599884 (0.24417165915171304) | > loss_disc_real_5: 0.18072417378425598 (0.25113281607627874) | > loss_0: 2.6676459312438965 (2.494446118672689) | > loss_gen: 2.4139766693115234 (2.5584322929382326) | > loss_kl: 3.6324188709259033 (3.188776715596517) | > loss_feat: 9.052338600158691 (6.935080178578695) | > loss_mel: 14.591151237487793 (17.767039807637534) | > loss_duration: 2.3474531173706055 (2.3483026663462323) | > loss_1: 32.03733825683594 (32.797631708780926)  --> STEP: 16 | > loss_disc: 2.729259967803955 (2.509121984243393) | > loss_disc_real_0: 0.1767851859331131 (0.1986393677070737) | > loss_disc_real_1: 0.2586732506752014 (0.20233588572591543) | > loss_disc_real_2: 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(2.35147193858498) | > loss_1: 30.382568359375 (32.551898554751745)  --> STEP: 20 | > loss_disc: 2.5853185653686523 (2.513914811611176) | > loss_disc_real_0: 0.20419816672801971 (0.19561640210449696) | > loss_disc_real_1: 0.23511861264705658 (0.2062076948583126) | > loss_disc_real_2: 0.20280241966247559 (0.27424381226301203) | > loss_disc_real_3: 0.28333768248558044 (0.27132673040032385) | > loss_disc_real_4: 0.22608298063278198 (0.24777293726801872) | > loss_disc_real_5: 0.15909884870052338 (0.25438098981976515) | > loss_0: 2.5853185653686523 (2.513914811611176) | > loss_gen: 2.321139335632324 (2.545086216926575) | > loss_kl: 2.356320858001709 (3.0612781167030336) | > loss_feat: 6.125317096710205 (6.848137402534485) | > loss_mel: 18.919233322143555 (17.722003841400145) | > loss_duration: 2.2729218006134033 (2.3475444316864014) | > loss_1: 31.99493408203125 (32.524050331115724)  --> STEP: 21 | > loss_disc: 2.5088868141174316 (2.513675383159093) | > loss_disc_real_0: 0.1252414584159851 (0.19226521430980592) | > loss_disc_real_1: 0.24083775281906128 (0.2078567452373959) | > loss_disc_real_2: 0.2972298860549927 (0.2753383872054873) | > loss_disc_real_3: 0.3131211996078491 (0.2733169432197298) | > loss_disc_real_4: 0.279086172580719 (0.24926404371148064) | > loss_disc_real_5: 0.2926841676235199 (0.256204950667563) | > loss_0: 2.5088868141174316 (2.513675383159093) | > loss_gen: 2.6376760005950928 (2.5494952542441234) | > loss_kl: 2.6197509765625 (3.0402530147915794) | > loss_feat: 6.302128314971924 (6.82213696979341) | > loss_mel: 15.046391487121582 (17.594593729291642) | > loss_duration: 2.215111255645752 (2.34123808997018) | > loss_1: 28.821056365966797 (32.34771728515625)  --> STEP: 22 | > loss_disc: 2.4298343658447266 (2.509864427826622) | > loss_disc_real_0: 0.15703557431697845 (0.19066386703740468) | > loss_disc_real_1: 0.17270046472549438 (0.2062587324868549) | > loss_disc_real_2: 0.28238463401794434 (0.27565867115150805) | > loss_disc_real_3: 0.22823655605316162 (0.27126783471215854) | > loss_disc_real_4: 0.22538825869560242 (0.24817878075621344) | > loss_disc_real_5: 0.19246132671833038 (0.25330751321532513) | > loss_0: 2.4298343658447266 (2.509864427826622) | > loss_gen: 2.3090200424194336 (2.538564562797547) | > loss_kl: 2.735055446624756 (3.0263803980567237) | > loss_feat: 6.54741907119751 (6.809649792584506) | > loss_mel: 18.55534553527832 (17.6382642659274) | > loss_duration: 2.2360517978668213 (2.3364568948745728) | > loss_1: 32.38289260864258 (32.34931616349654)  --> STEP: 23 | > loss_disc: 2.732264518737793 (2.519533996996673) | > loss_disc_real_0: 0.28320449590682983 (0.19468737264042316) | > loss_disc_real_1: 0.22601263225078583 (0.20711759769398233) | > loss_disc_real_2: 0.3058675229549408 (0.27697209949078777) | > loss_disc_real_3: 0.3244190216064453 (0.27357875588147534) | > loss_disc_real_4: 0.2880672514438629 (0.24991306209045908) | > loss_disc_real_5: 0.30965644121170044 (0.25575746660647186) | > loss_0: 2.732264518737793 (2.519533996996673) | > loss_gen: 2.622121572494507 (2.542197476262632) | > loss_kl: 2.7210845947265625 (3.013106667477152) | > loss_feat: 6.487506866455078 (6.795643578404966) | > loss_mel: 17.01406478881836 (17.611125158227008) | > loss_duration: 2.278416872024536 (2.333933415620223) | > loss_1: 31.12319564819336 (32.296006575874664)  --> STEP: 24 | > loss_disc: 2.8261818885803223 (2.532310992479325) | > loss_disc_real_0: 0.35909658670425415 (0.20153775655974945) | > loss_disc_real_1: 0.1987977921962738 (0.20677093913157782) | > loss_disc_real_2: 0.37231704592704773 (0.2809448055922986) | > loss_disc_real_3: 0.3312574326992035 (0.275982034082214) | > loss_disc_real_4: 0.19717156887054443 (0.24771549987296262) | > loss_disc_real_5: 0.21251527965068817 (0.25395570881664753) | > loss_0: 2.8261818885803223 (2.532310992479325) | > loss_gen: 2.456655740737915 (2.5386332372824354) | > loss_kl: 2.593151807785034 (2.9956085483233132) | > loss_feat: 4.790408134460449 (6.712092101573944) | > loss_mel: 16.93760871887207 (17.583061973253887) | > loss_duration: 2.4431381225585938 (2.3384836117426553) | > loss_1: 29.220962524414062 (32.16787974039714)  --> STEP: 25 | > loss_disc: 2.542381763458252 (2.532713823318482) | > loss_disc_real_0: 0.2718234658241272 (0.20434918493032456) | > loss_disc_real_1: 0.1798505038022995 (0.20569412171840668) | > loss_disc_real_2: 0.29870834946632385 (0.2816553473472596) | > loss_disc_real_3: 0.2656622529029846 (0.2755692428350448) | > loss_disc_real_4: 0.2345166802406311 (0.24718754708766938) | > loss_disc_real_5: 0.2669649124145508 (0.2544760769605637) | > loss_0: 2.542381763458252 (2.532713823318482) | > loss_gen: 2.673114061355591 (2.5440124702453617) | > loss_kl: 2.7077670097351074 (2.984094886779785) | > loss_feat: 6.554886817932129 (6.705803890228271) | > loss_mel: 14.278952598571777 (17.4508975982666) | > loss_duration: 2.379014492034912 (2.3401048469543455) | > loss_1: 28.59373664855957 (32.024914016723635)  --> STEP: 26 | > loss_disc: 2.511516809463501 (2.531898553554829) | > loss_disc_real_0: 0.24079284071922302 (0.20575086399912834) | > loss_disc_real_1: 0.20651841163635254 (0.20572582517678922) | > loss_disc_real_2: 0.210905984044075 (0.2789342179894448) | > loss_disc_real_3: 0.2119539976119995 (0.27312250263415844) | > loss_disc_real_4: 0.2753660976886749 (0.24827133749540037) | > loss_disc_real_5: 0.2265668660402298 (0.2534026457713201) | > loss_0: 2.511516809463501 (2.531898553554829) | > loss_gen: 2.659972667694092 (2.5484724778395433) | > loss_kl: 2.6367852687835693 (2.9707368245491614) | > loss_feat: 14.436017990112305 (7.003119817146888) | > loss_mel: 19.0432071685791 (17.512140274047848) | > loss_duration: 2.3268165588378906 (2.3395937589498663) | > loss_1: 41.10280227661133 (32.374063565180855) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024773065860454854 (+0.0001558890709510226) | > avg_loss_disc: 2.531898553554829 (+0.09053700703841017) | > avg_loss_disc_real_0: 0.20575086399912834 (+0.02120168392474836) | > avg_loss_disc_real_1: 0.20572582517678922 (-0.03310065831129366) | > avg_loss_disc_real_2: 0.2789342179894448 (+0.060820330220919455) | > avg_loss_disc_real_3: 0.27312250263415844 (+0.01964439910191751) | > avg_loss_disc_real_4: 0.24827133749540037 (+0.004883289910279809) | > avg_loss_disc_real_5: 0.2534026457713201 (+0.027938258189421472) | > avg_loss_0: 2.531898553554829 (+0.09053700703841017) | > avg_loss_gen: 2.5484724778395433 (+0.09833905330071069) | > avg_loss_kl: 2.9707368245491614 (+0.07451705749218274) | > avg_loss_feat: 7.003119817146888 (+0.7053108215332031) | > avg_loss_mel: 17.512140274047848 (+0.6124521035414432) | > avg_loss_duration: 2.3395937589498663 (+0.004514538324796646) | > avg_loss_1: 32.374063565180855 (+1.4951342802781369)  > EPOCH: 748/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:17:42)   --> TIME: 2024-06-12 00:17:46 -- STEP: 9/330 -- GLOBAL_STEP: 334850 | > loss_disc: 2.3828907012939453 (2.3567177454630532) | > loss_disc_real_0: 0.09415663778781891 (0.10800620996289784) | > loss_disc_real_1: 0.1838410347700119 (0.192959886458185) | > loss_disc_real_2: 0.18524843454360962 (0.20898638500107658) | > loss_disc_real_3: 0.2390470653772354 (0.2295400384399626) | > loss_disc_real_4: 0.25386595726013184 (0.24508261846171486) | > loss_disc_real_5: 0.22056666016578674 (0.23539362682236564) | > loss_0: 2.3828907012939453 (2.3567177454630532) | > grad_norm_0: tensor(4.2707, device='cuda:0') (tensor(11.8247, device='cuda:0')) | > loss_gen: 2.388658285140991 (2.435281859503852) | > loss_kl: 2.0568339824676514 (1.9474944803449843) | > loss_feat: 6.869529724121094 (6.736529191335042) | > loss_mel: 17.518413543701172 (17.685097800360786) | > loss_duration: 2.075162887573242 (2.121580574247572) | > loss_1: 30.908599853515625 (30.925983640882706) | > grad_norm_1: tensor(74.0965, device='cuda:0') (tensor(122.3133, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3506 (0.37078234884474015) | > loader_time: 0.0029 (0.00313417116800944)  --> TIME: 2024-06-12 00:17:56 -- STEP: 34/330 -- GLOBAL_STEP: 334875 | > loss_disc: 2.2707486152648926 (2.3213117122650146) | > loss_disc_real_0: 0.08719310164451599 (0.10242721767109983) | > loss_disc_real_1: 0.21495793759822845 (0.19555887579917908) | > loss_disc_real_2: 0.18435385823249817 (0.20483316963209824) | > loss_disc_real_3: 0.2463674694299698 (0.22480795006541646) | > loss_disc_real_4: 0.2047935128211975 (0.22919129317297654) | > loss_disc_real_5: 0.20127050578594208 (0.22176629129578085) | > loss_0: 2.2707486152648926 (2.3213117122650146) | > grad_norm_0: tensor(6.4576, device='cuda:0') (tensor(9.5180, device='cuda:0')) | > loss_gen: 2.6415767669677734 (2.5060814198325656) | > loss_kl: 1.8179807662963867 (1.9125546953257393) | > loss_feat: 8.246706008911133 (7.060201897340662) | > loss_mel: 17.36907958984375 (17.456852464114917) | > loss_duration: 2.0004992485046387 (2.0175443046233226) | > loss_1: 32.07583999633789 (30.95323450425092) | > grad_norm_1: tensor(77.2980, device='cuda:0') (tensor(98.3956, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3783 (0.3634668378268971) | > loader_time: 0.0037 (0.003431088784161736)  --> TIME: 2024-06-12 00:18:05 -- STEP: 59/330 -- GLOBAL_STEP: 334900 | > loss_disc: 2.3921377658843994 (2.342624175346504) | > loss_disc_real_0: 0.10353882610797882 (0.10650192074856515) | > loss_disc_real_1: 0.1824018508195877 (0.19547440212661937) | > loss_disc_real_2: 0.20588144659996033 (0.20972732113579573) | > loss_disc_real_3: 0.23713721334934235 (0.22542971170554726) | > loss_disc_real_4: 0.2542320489883423 (0.23269418892213853) | > loss_disc_real_5: 0.22528967261314392 (0.22239347282102553) | > loss_0: 2.3921377658843994 (2.342624175346504) | > grad_norm_0: tensor(9.2760, device='cuda:0') (tensor(9.6274, device='cuda:0')) | > loss_gen: 2.4806180000305176 (2.4986267857632387) | > loss_kl: 1.9171949625015259 (1.9218451653496693) | > loss_feat: 6.965897560119629 (7.0406537783347956) | > loss_mel: 16.73649787902832 (17.366137908676915) | > loss_duration: 1.96896493434906 (1.995820253582323) | > loss_1: 30.06917381286621 (30.823083651267876) | > grad_norm_1: tensor(214.0243, device='cuda:0') (tensor(98.3232, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3714 (0.36482281199956346) | > loader_time: 0.0038 (0.00353360984284999)  --> TIME: 2024-06-12 00:18:14 -- STEP: 84/330 -- GLOBAL_STEP: 334925 | > loss_disc: 2.289047956466675 (2.3559374440283998) | > loss_disc_real_0: 0.10496333241462708 (0.10853959753045014) | > loss_disc_real_1: 0.17270110547542572 (0.19777152669571696) | > loss_disc_real_2: 0.22318841516971588 (0.21016082646591322) | > loss_disc_real_3: 0.20842398703098297 (0.2272888393629165) | > loss_disc_real_4: 0.21031200885772705 (0.23263691720508395) | > loss_disc_real_5: 0.2038278877735138 (0.2231734733851183) | > loss_0: 2.289047956466675 (2.3559374440283998) | > grad_norm_0: tensor(12.0424, device='cuda:0') (tensor(10.5304, device='cuda:0')) | > loss_gen: 2.423356533050537 (2.4806046258835557) | > loss_kl: 1.9486045837402344 (1.9381497289453233) | > loss_feat: 7.008437156677246 (6.992376026653108) | > loss_mel: 17.570598602294922 (17.303968838282984) | > loss_duration: 2.0455660820007324 (1.9890090141977577) | > loss_1: 30.996564865112305 (30.704108124687558) | > grad_norm_1: tensor(350.5908, device='cuda:0') (tensor(123.6781, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3867 (0.3670252220971243) | > loader_time: 0.0038 (0.003597554706391834)  --> TIME: 2024-06-12 00:18:24 -- STEP: 109/330 -- GLOBAL_STEP: 334950 | > loss_disc: 2.2770252227783203 (2.362384448357678) | > loss_disc_real_0: 0.09360024333000183 (0.11019911329954042) | > loss_disc_real_1: 0.16876649856567383 (0.19768187321654154) | > loss_disc_real_2: 0.24370209872722626 (0.2113117935187226) | > loss_disc_real_3: 0.2204020470380783 (0.2289103536157433) | > loss_disc_real_4: 0.22921212017536163 (0.2329616029874994) | > loss_disc_real_5: 0.22177337110042572 (0.22335111930829668) | > loss_0: 2.2770252227783203 (2.362384448357678) | > grad_norm_0: tensor(13.9182, device='cuda:0') (tensor(11.3415, device='cuda:0')) | > loss_gen: 2.735875368118286 (2.4768971696906124) | > loss_kl: 2.015514850616455 (1.9511423482807404) | > loss_feat: 7.035646915435791 (6.952284576695994) | > loss_mel: 17.427574157714844 (17.26926479864557) | > loss_duration: 1.9523296356201172 (1.990744125952414) | > loss_1: 31.166942596435547 (30.640333035670288) | > grad_norm_1: tensor(292.1642, device='cuda:0') (tensor(140.6876, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3836 (0.3688225264942973) | > loader_time: 0.0043 (0.0037334337147004013)  --> TIME: 2024-06-12 00:18:34 -- STEP: 134/330 -- GLOBAL_STEP: 334975 | > loss_disc: 2.3895528316497803 (2.361993908882141) | > loss_disc_real_0: 0.09234072268009186 (0.11143813154368258) | > loss_disc_real_1: 0.17877613008022308 (0.19810138420382542) | > loss_disc_real_2: 0.1784552037715912 (0.21132878870216767) | > loss_disc_real_3: 0.2370971292257309 (0.22881153481664945) | > loss_disc_real_4: 0.234399676322937 (0.23232691056692778) | > loss_disc_real_5: 0.23689286410808563 (0.22284558115165626) | > loss_0: 2.3895528316497803 (2.361993908882141) | > grad_norm_0: tensor(15.1109, device='cuda:0') (tensor(13.4683, device='cuda:0')) | > loss_gen: 2.4811654090881348 (2.478550528412433) | > loss_kl: 2.105841875076294 (1.9614610929987324) | > loss_feat: 7.060868740081787 (6.974880029906088) | > loss_mel: 18.386869430541992 (17.296735977058972) | > loss_duration: 2.0073611736297607 (1.9955006971288078) | > loss_1: 32.04210662841797 (30.707128368206877) | > grad_norm_1: tensor(193.7272, device='cuda:0') (tensor(161.8110, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3711 (0.369942113534728) | > loader_time: 0.0041 (0.0038044719553705472)  --> TIME: 2024-06-12 00:18:43 -- STEP: 159/330 -- GLOBAL_STEP: 335000 | > loss_disc: 2.4355521202087402 (2.3580153813152203) | > loss_disc_real_0: 0.13162891566753387 (0.11215013319497588) | > loss_disc_real_1: 0.20740768313407898 (0.1974411763297687) | > loss_disc_real_2: 0.26525047421455383 (0.21180128882516114) | > loss_disc_real_3: 0.21432815492153168 (0.22924020858305805) | > loss_disc_real_4: 0.26367703080177307 (0.23232852250525038) | > loss_disc_real_5: 0.2525027096271515 (0.2220315455265765) | > loss_0: 2.4355521202087402 (2.3580153813152203) | > grad_norm_0: tensor(34.5049, device='cuda:0') (tensor(15.6674, device='cuda:0')) | > loss_gen: 2.4087767601013184 (2.4876195634685976) | > loss_kl: 1.876016616821289 (1.9772022025390241) | > loss_feat: 6.923331260681152 (6.992203526526877) | > loss_mel: 17.02573013305664 (17.289088663065204) | > loss_duration: 2.0189218521118164 (1.9997260840433946) | > loss_1: 30.252777099609375 (30.745840108619547) | > grad_norm_1: tensor(418.4154, device='cuda:0') (tensor(187.7219, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.3757 (0.371630476705683) | > loader_time: 0.0049 (0.003910199651178324) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_335000.pth  --> TIME: 2024-06-12 00:18:58 -- STEP: 184/330 -- GLOBAL_STEP: 335025 | > loss_disc: 2.3338732719421387 (2.3571111417335033) | > loss_disc_real_0: 0.09111890196800232 (0.11219088994371502) | > loss_disc_real_1: 0.2138977348804474 (0.197079472405755) | > loss_disc_real_2: 0.23821160197257996 (0.21180758568579744) | > loss_disc_real_3: 0.2534058094024658 (0.22906502401051315) | > loss_disc_real_4: 0.21740886569023132 (0.2317964309097632) | > loss_disc_real_5: 0.23589061200618744 (0.22175094525775182) | > loss_0: 2.3338732719421387 (2.3571111417335033) | > grad_norm_0: tensor(25.4640, device='cuda:0') (tensor(17.5781, device='cuda:0')) | > loss_gen: 2.558037281036377 (2.491386506868445) | > loss_kl: 2.036618947982788 (1.985257754507272) | > loss_feat: 6.849332332611084 (6.9913124182949895) | > loss_mel: 16.488176345825195 (17.2664334670357) | > loss_duration: 2.046381711959839 (2.006700384228126) | > loss_1: 29.978544235229492 (30.741090536117554) | > grad_norm_1: tensor(605.1831, device='cuda:0') (tensor(215.6740, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.383 (0.3745824966741643) | > loader_time: 0.0051 (0.00401539647060892)  --> TIME: 2024-06-12 00:19:08 -- STEP: 209/330 -- GLOBAL_STEP: 335050 | > loss_disc: 2.3238048553466797 (2.36044801023018) | > loss_disc_real_0: 0.07727311551570892 (0.11400975630970663) | > loss_disc_real_1: 0.18006998300552368 (0.19792850301311346) | > loss_disc_real_2: 0.19419512152671814 (0.211941537959724) | > loss_disc_real_3: 0.246383398771286 (0.22945706603344548) | > loss_disc_real_4: 0.23141111433506012 (0.23138927408097462) | > loss_disc_real_5: 0.19754402339458466 (0.22097874322291197) | > loss_0: 2.3238048553466797 (2.36044801023018) | > grad_norm_0: tensor(42.4656, device='cuda:0') (tensor(20.6246, device='cuda:0')) | > loss_gen: 2.6900317668914795 (2.497092625741182) | > loss_kl: 2.1686601638793945 (1.9954516556844757) | > loss_feat: 7.176507949829102 (7.014572065983092) | > loss_mel: 16.556100845336914 (17.249530066713753) | > loss_duration: 2.0993547439575195 (2.014934728590495) | > loss_1: 30.690654754638672 (30.771581120468213) | > grad_norm_1: tensor(634.0059, device='cuda:0') (tensor(246.4088, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.4094 (0.376812829925683) | > loader_time: 0.0045 (0.004096039174276105)  --> TIME: 2024-06-12 00:19:19 -- STEP: 234/330 -- GLOBAL_STEP: 335075 | > loss_disc: 2.488682270050049 (2.3653808923868054) | > loss_disc_real_0: 0.09006701409816742 (0.11682572096395187) | > loss_disc_real_1: 0.24047726392745972 (0.19819234133276165) | > loss_disc_real_2: 0.21058239042758942 (0.21161793064103174) | > loss_disc_real_3: 0.2135433405637741 (0.2296186209234417) | > loss_disc_real_4: 0.25739893317222595 (0.2316355004779294) | > loss_disc_real_5: 0.2508212924003601 (0.22075540642453056) | > loss_0: 2.488682270050049 (2.3653808923868054) | > grad_norm_0: tensor(15.0780, device='cuda:0') (tensor(22.5852, device='cuda:0')) | > loss_gen: 2.270407199859619 (2.4920434391396666) | > loss_kl: 2.085416316986084 (2.0002451243563595) | > loss_feat: 6.072417736053467 (6.982826400006938) | > loss_mel: 16.89886474609375 (17.208624941670983) | > loss_duration: 2.096404790878296 (2.023767619560925) | > loss_1: 29.42350959777832 (30.707507532885952) | > grad_norm_1: tensor(67.7755, device='cuda:0') (tensor(266.0099, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.4241 (0.3801398745968809) | > loader_time: 0.0054 (0.004187900795895828)  --> TIME: 2024-06-12 00:19:30 -- STEP: 259/330 -- GLOBAL_STEP: 335100 | > loss_disc: 2.466907262802124 (2.364006097712574) | > loss_disc_real_0: 0.1446225345134735 (0.11749237929704567) | > loss_disc_real_1: 0.21399113535881042 (0.19829505083643792) | > loss_disc_real_2: 0.20699095726013184 (0.21131481857373452) | > loss_disc_real_3: 0.23588058352470398 (0.22958376439842018) | > loss_disc_real_4: 0.22384367883205414 (0.23148076190221265) | > loss_disc_real_5: 0.24799863994121552 (0.2208564796387919) | > loss_0: 2.466907262802124 (2.364006097712574) | > grad_norm_0: tensor(20.3334, device='cuda:0') (tensor(22.9966, device='cuda:0')) | > loss_gen: 2.3881349563598633 (2.490866603998603) | > loss_kl: 2.0887703895568848 (2.0014948044044165) | > loss_feat: 6.890280723571777 (6.986171451774803) | > loss_mel: 17.02651596069336 (17.17557689490004) | > loss_duration: 2.1415863037109375 (2.03183327264307) | > loss_1: 30.535289764404297 (30.68594305119459) | > grad_norm_1: tensor(107.2497, device='cuda:0') (tensor(273.9675, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.4283 (0.38433943844209756) | > loader_time: 0.0055 (0.0043211102945924255)  --> TIME: 2024-06-12 00:19:41 -- STEP: 284/330 -- GLOBAL_STEP: 335125 | > loss_disc: 2.359201192855835 (2.3696356566858974) | > loss_disc_real_0: 0.1350931078195572 (0.11845262966472918) | > loss_disc_real_1: 0.23649650812149048 (0.1988408207683496) | > loss_disc_real_2: 0.23413598537445068 (0.21138105142704203) | > loss_disc_real_3: 0.22792497277259827 (0.2299019852784318) | > loss_disc_real_4: 0.23917929828166962 (0.23196946462275278) | > loss_disc_real_5: 0.24715478718280792 (0.2217846895292611) | > loss_0: 2.359201192855835 (2.3696356566858974) | > grad_norm_0: tensor(31.5037, device='cuda:0') (tensor(23.2115, device='cuda:0')) | > loss_gen: 2.61757230758667 (2.4824884458326952) | > loss_kl: 2.0920915603637695 (2.004476212699648) | > loss_feat: 7.0080695152282715 (6.9714040252524345) | > loss_mel: 16.10700798034668 (17.136300859316957) | > loss_duration: 2.1629586219787598 (2.0417343575349984) | > loss_1: 29.987699508666992 (30.636403930019323) | > grad_norm_1: tensor(640.2599, device='cuda:0') (tensor(278.0306, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.4365 (0.38981215886666737) | > loader_time: 0.0065 (0.004460331419823877)  --> TIME: 2024-06-12 00:19:53 -- STEP: 309/330 -- GLOBAL_STEP: 335150 | > loss_disc: 2.43943190574646 (2.3722439537542157) | > loss_disc_real_0: 0.13864582777023315 (0.11933367170128235) | > loss_disc_real_1: 0.19119003415107727 (0.1989577457935679) | > loss_disc_real_2: 0.20054197311401367 (0.2115177856969217) | > loss_disc_real_3: 0.20703190565109253 (0.22988300907959058) | > loss_disc_real_4: 0.23026394844055176 (0.23194434076644072) | > loss_disc_real_5: 0.22438856959342957 (0.22172027546611034) | > loss_0: 2.43943190574646 (2.3722439537542157) | > grad_norm_0: tensor(52.9098, device='cuda:0') (tensor(23.9340, device='cuda:0')) | > loss_gen: 2.4046788215637207 (2.4779467436102216) | > loss_kl: 2.0350253582000732 (2.0070695857785665) | > loss_feat: 7.326124668121338 (6.974256745434113) | > loss_mel: 16.705299377441406 (17.082915963478445) | > loss_duration: 2.231391191482544 (2.0536365150247953) | > loss_1: 30.702518463134766 (30.595825578016758) | > grad_norm_1: tensor(353.5796, device='cuda:0') (tensor(292.1347, device='cuda:0')) | > current_lr_0: 0.00018214653897457678 | > current_lr_1: 0.00018214653897457678 | > step_time: 0.5263 (0.3974561104882497) | > loader_time: 0.0071 (0.0046548511603889346)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.650899887084961 (2.650899887084961) | > loss_disc_real_0: 0.29758191108703613 (0.29758191108703613) | > loss_disc_real_1: 0.33808720111846924 (0.33808720111846924) | > loss_disc_real_2: 0.3337516784667969 (0.3337516784667969) | > loss_disc_real_3: 0.3095422089099884 (0.3095422089099884) | > loss_disc_real_4: 0.23223555088043213 (0.23223555088043213) | > loss_disc_real_5: 0.22586201131343842 (0.22586201131343842) | > loss_0: 2.650899887084961 (2.650899887084961) | > loss_gen: 3.0608813762664795 (3.0608813762664795) | > loss_kl: 2.6658942699432373 (2.6658942699432373) | > loss_feat: 8.002731323242188 (8.002731323242188) | > loss_mel: 17.740079879760742 (17.740079879760742) | > loss_duration: 2.964217185974121 (2.964217185974121) | > loss_1: 34.43380355834961 (34.43380355834961)  --> STEP: 1 | > loss_disc: 2.5595500469207764 (2.5595500469207764) | > loss_disc_real_0: 0.25629621744155884 (0.25629621744155884) | > loss_disc_real_1: 0.24201661348342896 (0.24201661348342896) | > loss_disc_real_2: 0.2563222646713257 (0.2563222646713257) | > loss_disc_real_3: 0.307243287563324 (0.307243287563324) | > loss_disc_real_4: 0.27449890971183777 (0.27449890971183777) | > loss_disc_real_5: 0.35024794936180115 (0.35024794936180115) | > loss_0: 2.5595500469207764 (2.5595500469207764) | > loss_gen: 2.839334011077881 (2.839334011077881) | > loss_kl: 3.2440333366394043 (3.2440333366394043) | > loss_feat: 7.970705509185791 (7.970705509185791) | > loss_mel: 18.26709747314453 (18.26709747314453) | > loss_duration: 2.4732115268707275 (2.4732115268707275) | > loss_1: 34.79438400268555 (34.79438400268555)  --> STEP: 2 | > loss_disc: 2.268939971923828 (2.4142450094223022) | > loss_disc_real_0: 0.11551537364721298 (0.1859057955443859) | > loss_disc_real_1: 0.36348724365234375 (0.30275192856788635) | > loss_disc_real_2: 0.1545969545841217 (0.2054596096277237) | > loss_disc_real_3: 0.18306736648082733 (0.24515532702207565) | > loss_disc_real_4: 0.17785845696926117 (0.22617868334054947) | > loss_disc_real_5: 0.22596466541290283 (0.288106307387352) | > loss_0: 2.268939971923828 (2.4142450094223022) | > loss_gen: 2.471358299255371 (2.655346155166626) | > loss_kl: 2.5415148735046387 (2.8927741050720215) | > loss_feat: 5.5389180183410645 (6.754811763763428) | > loss_mel: 18.514999389648438 (18.391048431396484) | > loss_duration: 2.4813570976257324 (2.47728431224823) | > loss_1: 31.54814910888672 (33.17126655578613)  --> STEP: 3 | > loss_disc: 2.337514638900757 (2.3886682192484536) | > loss_disc_real_0: 0.1839297115802765 (0.18524710088968277) | > loss_disc_real_1: 0.25662481784820557 (0.2873762249946594) | > loss_disc_real_2: 0.18998849391937256 (0.20030257105827332) | > loss_disc_real_3: 0.2488115280866623 (0.2463740607102712) | > loss_disc_real_4: 0.2153417021036148 (0.22256635626157126) | > loss_disc_real_5: 0.20629152655601501 (0.2608347137769063) | > loss_0: 2.337514638900757 (2.3886682192484536) | > loss_gen: 2.6546249389648438 (2.6551057497660318) | > loss_kl: 3.372831344604492 (3.0527931849161782) | > loss_feat: 7.153689861297607 (6.887771129608154) | > loss_mel: 19.509967803955078 (18.764021555582683) | > loss_duration: 2.3877029418945312 (2.4474238554636636) | > loss_1: 35.078819274902344 (33.8071174621582)  --> STEP: 4 | > loss_disc: 2.3529603481292725 (2.3797412514686584) | > loss_disc_real_0: 0.18021464347839355 (0.18398898653686047) | > loss_disc_real_1: 0.25818929076194763 (0.2800794914364815) | > loss_disc_real_2: 0.2309335470199585 (0.2079603150486946) | > loss_disc_real_3: 0.2342020720243454 (0.24333106353878975) | > loss_disc_real_4: 0.19723308086395264 (0.2162330374121666) | > loss_disc_real_5: 0.21738936007022858 (0.2499733753502369) | > loss_0: 2.3529603481292725 (2.3797412514686584) | > loss_gen: 2.6855204105377197 (2.662709414958954) | > loss_kl: 3.849745988845825 (3.25203138589859) | > loss_feat: 9.273751258850098 (7.48426616191864) | > loss_mel: 18.231203079223633 (18.63081693649292) | > loss_duration: 2.3447463512420654 (2.421754479408264) | > loss_1: 36.38496780395508 (34.45158004760742)  --> STEP: 5 | > loss_disc: 2.1949150562286377 (2.3427760124206545) | > loss_disc_real_0: 0.18437689542770386 (0.18406656831502916) | > loss_disc_real_1: 0.21506422758102417 (0.26707643866539) | > loss_disc_real_2: 0.20702426135540009 (0.2077731043100357) | > loss_disc_real_3: 0.1800140142440796 (0.2306676536798477) | > loss_disc_real_4: 0.18629604578018188 (0.21024563908576965) | > loss_disc_real_5: 0.12075609713792801 (0.22412991970777513) | > loss_0: 2.1949150562286377 (2.3427760124206545) | > loss_gen: 2.4721312522888184 (2.6245937824249266) | > loss_kl: 2.747241497039795 (3.1510734081268312) | > loss_feat: 7.811456203460693 (7.54970417022705) | > loss_mel: 20.8101863861084 (19.066690826416014) | > loss_duration: 2.421267509460449 (2.421657085418701) | > loss_1: 36.26228332519531 (34.813720703125)  --> STEP: 6 | > loss_disc: 2.4460551738739014 (2.3599892059961953) | > loss_disc_real_0: 0.183568075299263 (0.1839834861457348) | > loss_disc_real_1: 0.24811697006225586 (0.2639165272315343) | > loss_disc_real_2: 0.18753504753112793 (0.2044000948468844) | > loss_disc_real_3: 0.21880121529102325 (0.22868991394837698) | > loss_disc_real_4: 0.21074023842811584 (0.21032807230949402) | > loss_disc_real_5: 0.2251964956521988 (0.22430768236517906) | > loss_0: 2.4460551738739014 (2.3599892059961953) | > loss_gen: 2.335977554321289 (2.5764910777409873) | > loss_kl: 2.940645456314087 (3.116002082824707) | > loss_feat: 4.596718788146973 (7.057539939880371) | > loss_mel: 14.795074462890625 (18.35475476582845) | > loss_duration: 2.2441065311431885 (2.3920653263727822) | > loss_1: 26.91252326965332 (33.49685446421305)  --> STEP: 7 | > loss_disc: 2.5113205909729004 (2.3816079752785817) | > loss_disc_real_0: 0.16840818524360657 (0.18175844315971648) | > loss_disc_real_1: 0.2635011076927185 (0.26385718158313204) | > loss_disc_real_2: 0.2677290737628937 (0.21344709183488572) | > loss_disc_real_3: 0.25983983278274536 (0.23313990235328674) | > loss_disc_real_4: 0.22113075852394104 (0.21187131319727218) | > loss_disc_real_5: 0.2743470072746277 (0.23145615735224315) | > loss_0: 2.5113205909729004 (2.3816079752785817) | > loss_gen: 2.896696090698242 (2.622234651020595) | > loss_kl: 4.621744632720947 (3.3311081613813127) | > loss_feat: 7.874509811401367 (7.174249921526227) | > loss_mel: 19.794204711914062 (18.56039047241211) | > loss_duration: 2.5638177394866943 (2.4166013853890553) | > loss_1: 37.750972747802734 (34.10458564758301)  --> STEP: 8 | > loss_disc: 2.5904953479766846 (2.4077188968658447) | > loss_disc_real_0: 0.16930964589118958 (0.1802023435011506) | > loss_disc_real_1: 0.31487372517585754 (0.27023424953222275) | > loss_disc_real_2: 0.2628987431526184 (0.21962854824960232) | > loss_disc_real_3: 0.34572264552116394 (0.2472127452492714) | > loss_disc_real_4: 0.27495473623275757 (0.21975674107670784) | > loss_disc_real_5: 0.33011090755462646 (0.24378800112754107) | > loss_0: 2.5904953479766846 (2.4077188968658447) | > loss_gen: 2.6962671279907227 (2.631488710641861) | > loss_kl: 3.017965793609619 (3.291965365409851) | > loss_feat: 6.841497421264648 (7.13265585899353) | > loss_mel: 18.652692794799805 (18.57192826271057) | > loss_duration: 2.306529998779297 (2.4028424620628357) | > loss_1: 33.51495361328125 (34.03088164329529)  --> STEP: 9 | > loss_disc: 2.466428756713867 (2.414242214626736) | > loss_disc_real_0: 0.21503059566020966 (0.18407214929660162) | > loss_disc_real_1: 0.198684960603714 (0.2622843285401662) | > loss_disc_real_2: 0.2761041820049286 (0.2259036186668608) | > loss_disc_real_3: 0.2731604278087616 (0.25009582108921474) | > loss_disc_real_4: 0.3043353259563446 (0.2291543616188897) | > loss_disc_real_5: 0.2678491473197937 (0.24646146181556913) | > loss_0: 2.466428756713867 (2.414242214626736) | > loss_gen: 2.7707138061523438 (2.6469581656985812) | > loss_kl: 2.245213508605957 (3.175659603542752) | > loss_feat: 6.941157341003418 (7.111378245883518) | > loss_mel: 16.71099281311035 (18.365157657199436) | > loss_duration: 2.1547651290893555 (2.3752783139546714) | > loss_1: 30.82284164428711 (33.6744327545166)  --> STEP: 10 | > loss_disc: 2.5610156059265137 (2.428919553756714) | > loss_disc_real_0: 0.19508051872253418 (0.18517298623919487) | > loss_disc_real_1: 0.3252527713775635 (0.2685811728239059) | > loss_disc_real_2: 0.2089373767375946 (0.22420699447393416) | > loss_disc_real_3: 0.3063260018825531 (0.2557188391685486) | > loss_disc_real_4: 0.2234715074300766 (0.2285860762000084) | > loss_disc_real_5: 0.2509618103504181 (0.24691149666905404) | > loss_0: 2.5610156059265137 (2.428919553756714) | > loss_gen: 2.720463752746582 (2.654308724403381) | > loss_kl: 2.9763927459716797 (3.1557329177856444) | > loss_feat: 6.833198547363281 (7.083560276031494) | > loss_mel: 17.05251121520996 (18.23389301300049) | > loss_duration: 2.3305017948150635 (2.3708006620407103) | > loss_1: 31.913066864013672 (33.49829616546631)  --> STEP: 11 | > loss_disc: 2.3762707710266113 (2.42413330078125) | > loss_disc_real_0: 0.174850732088089 (0.18423459949818524) | > loss_disc_real_1: 0.265004962682724 (0.2682560628110712) | > loss_disc_real_2: 0.27384376525878906 (0.22871942818164825) | > loss_disc_real_3: 0.2307950109243393 (0.2534530366008932) | > loss_disc_real_4: 0.19058267772197723 (0.22513122179291464) | > loss_disc_real_5: 0.17739401757717133 (0.24059172584251923) | > loss_0: 2.3762707710266113 (2.42413330078125) | > loss_gen: 2.6510181427001953 (2.6540095806121826) | > loss_kl: 3.651329755783081 (3.2007871757854116) | > loss_feat: 7.020594120025635 (7.077836080030962) | > loss_mel: 16.739656448364258 (18.098053325306285) | > loss_duration: 2.6116275787353516 (2.39269401810386) | > loss_1: 32.674224853515625 (33.42338059165261)  --> STEP: 12 | > loss_disc: 2.3879642486572266 (2.421119213104248) | > loss_disc_real_0: 0.09455635398626328 (0.17676141237219176) | > loss_disc_real_1: 0.2626694440841675 (0.2677905112504959) | > loss_disc_real_2: 0.23010052740573883 (0.2288345197836558) | > loss_disc_real_3: 0.233149915933609 (0.2517611098786195) | > loss_disc_real_4: 0.18987654149532318 (0.22219333176811537) | > loss_disc_real_5: 0.2412063032388687 (0.24064294062554836) | > loss_0: 2.3879642486572266 (2.421119213104248) | > loss_gen: 2.4474143981933594 (2.636793315410614) | > loss_kl: 3.0740396976470947 (3.1902248859405518) | > loss_feat: 6.747847557067871 (7.050337036450704) | > loss_mel: 17.946916580200195 (18.085458596547443) | > loss_duration: 2.2856247425079346 (2.383771578470866) | > loss_1: 32.5018424987793 (33.346585750579834)  --> STEP: 13 | > loss_disc: 2.489009141921997 (2.426341515320998) | > loss_disc_real_0: 0.14294390380382538 (0.1741600655592405) | > loss_disc_real_1: 0.23252789676189423 (0.2650780024436804) | > loss_disc_real_2: 0.22785092890262604 (0.22875885894665351) | > loss_disc_real_3: 0.31170785427093506 (0.2563723979087976) | > loss_disc_real_4: 0.24680547416210175 (0.2240865734907297) | > loss_disc_real_5: 0.2994982600212097 (0.24517027288675308) | > loss_0: 2.489009141921997 (2.426341515320998) | > loss_gen: 2.4633898735046387 (2.623454589110154) | > loss_kl: 3.2026164531707764 (3.1911780834198) | > loss_feat: 7.950577259063721 (7.119586284344013) | > loss_mel: 17.065229415893555 (18.006979428804836) | > loss_duration: 2.247452974319458 (2.373285531997681) | > loss_1: 32.929264068603516 (33.314484082735504)  --> STEP: 14 | > loss_disc: 2.3947043418884277 (2.4240817172186717) | > loss_disc_real_0: 0.22123117744922638 (0.17752228783709662) | > loss_disc_real_1: 0.21179267764091492 (0.26127190781491144) | > loss_disc_real_2: 0.17199185490608215 (0.22470407294375555) | > loss_disc_real_3: 0.2639985978603363 (0.2569171264767647) | > loss_disc_real_4: 0.19987408816814423 (0.22235711025340216) | > loss_disc_real_5: 0.2739725112915039 (0.24722757562994957) | > loss_0: 2.3947043418884277 (2.4240817172186717) | > loss_gen: 2.4621059894561768 (2.6119296891348704) | > loss_kl: 3.7599542140960693 (3.2318049498966763) | > loss_feat: 5.701669692993164 (7.018306527818952) | > loss_mel: 19.117568969726562 (18.086307253156388) | > loss_duration: 2.4093894958496094 (2.375864386558533) | > loss_1: 33.45069122314453 (33.32421316419329)  --> STEP: 15 | > loss_disc: 2.74078106880188 (2.4451950073242186) | > loss_disc_real_0: 0.3514578342437744 (0.18911799093087514) | > loss_disc_real_1: 0.3509073257446289 (0.26724760234355927) | > loss_disc_real_2: 0.2660590410232544 (0.22746107081572214) | > loss_disc_real_3: 0.29127591848373413 (0.25920771261056264) | > loss_disc_real_4: 0.1637430489063263 (0.2184495061635971) | > loss_disc_real_5: 0.2509927749633789 (0.24747858891884486) | > loss_0: 2.74078106880188 (2.4451950073242186) | > loss_gen: 2.7088265419006348 (2.6183894793192546) | > loss_kl: 3.5041844844818115 (3.2499635855356854) | > loss_feat: 7.177362442016602 (7.0289102554321286) | > loss_mel: 17.357141494750977 (18.037696202596027) | > loss_duration: 2.414358615875244 (2.378430668512981) | > loss_1: 33.16187286376953 (33.31339047749837)  --> STEP: 16 | > loss_disc: 2.5708112716674805 (2.4530460238456726) | > loss_disc_real_0: 0.17855459451675415 (0.18845777865499258) | > loss_disc_real_1: 0.33484840393066406 (0.2714726524427533) | > loss_disc_real_2: 0.2904520034790039 (0.23139800410717726) | > loss_disc_real_3: 0.23684827983379364 (0.2578102480620146) | > loss_disc_real_4: 0.15291035175323486 (0.21435330901294947) | > loss_disc_real_5: 0.16348682343959808 (0.24222910357639194) | > loss_0: 2.5708112716674805 (2.4530460238456726) | > loss_gen: 2.319072723388672 (2.599682182073593) | > loss_kl: 3.4254212379455566 (3.260929688811302) | > loss_feat: 6.505008697509766 (6.996166408061981) | > loss_mel: 17.140920639038086 (17.981647729873657) | > loss_duration: 2.4432480335235596 (2.382481753826142) | > loss_1: 31.83367156982422 (33.22090804576874)  --> STEP: 17 | > loss_disc: 2.542205333709717 (2.458290689131793) | > loss_disc_real_0: 0.15141963958740234 (0.18627906459219315) | > loss_disc_real_1: 0.2926991581916809 (0.27272127042798433) | > loss_disc_real_2: 0.2669011056423187 (0.23348642184453852) | > loss_disc_real_3: 0.28035256266593933 (0.2591362665681278) | > loss_disc_real_4: 0.23480065166950226 (0.21555609387509964) | > loss_disc_real_5: 0.3512611389160156 (0.24864275271401687) | > loss_0: 2.542205333709717 (2.458290689131793) | > loss_gen: 2.7007641792297363 (2.6056281819063076) | > loss_kl: 2.685434579849243 (3.227077035342946) | > loss_feat: 6.963994979858398 (6.9942739711088295) | > loss_mel: 17.676408767700195 (17.96369249680463) | > loss_duration: 2.4544577598571777 (2.3867156365338498) | > loss_1: 32.48106002807617 (33.177387574139765)  --> STEP: 18 | > loss_disc: 2.214381217956543 (2.44474016295539) | > loss_disc_real_0: 0.13418783247470856 (0.1833851072523329) | > loss_disc_real_1: 0.1933777630329132 (0.26831329779492485) | > loss_disc_real_2: 0.2583902180194855 (0.23486996607648003) | > loss_disc_real_3: 0.19337159395217896 (0.25548267364501953) | > loss_disc_real_4: 0.17208227515220642 (0.21314088172382778) | > loss_disc_real_5: 0.24026769399642944 (0.24817747167415088) | > loss_0: 2.214381217956543 (2.44474016295539) | > loss_gen: 2.6855618953704834 (2.6100689437654285) | > loss_kl: 2.7369179725646973 (3.19984597629971) | > loss_feat: 11.791645050048828 (7.2607945866054955) | > loss_mel: 19.507749557495117 (18.04947344462077) | > loss_duration: 2.2640414237976074 (2.3799004024929475) | > loss_1: 38.98591613769531 (33.5000836054484)  --> STEP: 19 | > loss_disc: 2.8014650344848633 (2.4635151561937834) | > loss_disc_real_0: 0.2541297376155853 (0.1871085088503988) | > loss_disc_real_1: 0.2376255989074707 (0.2666981557482167) | > loss_disc_real_2: 0.25601693987846375 (0.23598296469763705) | > loss_disc_real_3: 0.34843817353248596 (0.2603750683759388) | > loss_disc_real_4: 0.28173378109931946 (0.21675103432253787) | > loss_disc_real_5: 0.29586994647979736 (0.2506876019270797) | > loss_0: 2.8014650344848633 (2.4635151561937834) | > loss_gen: 2.1531949043273926 (2.5860229416897424) | > loss_kl: 2.264357805252075 (3.150609756770887) | > loss_feat: 3.013967514038086 (7.037277372259843) | > loss_mel: 13.01614761352539 (17.784561558773643) | > loss_duration: 2.360586404800415 (2.3788838762986035) | > loss_1: 22.808252334594727 (32.937355643824525)  --> STEP: 20 | > loss_disc: 2.198425531387329 (2.450260674953461) | > loss_disc_real_0: 0.1513046771287918 (0.18531831726431847) | > loss_disc_real_1: 0.26867541670799255 (0.2667970187962055) | > loss_disc_real_2: 0.17241334915161133 (0.23280448392033576) | > loss_disc_real_3: 0.22347667813301086 (0.25853014886379244) | > loss_disc_real_4: 0.17031359672546387 (0.21442916244268417) | > loss_disc_real_5: 0.24195519089698792 (0.25025098137557505) | > loss_0: 2.198425531387329 (2.450260674953461) | > loss_gen: 2.587801694869995 (2.5861118793487554) | > loss_kl: 2.3424525260925293 (3.110201895236969) | > loss_feat: 6.605632781982422 (7.0156951427459715) | > loss_mel: 18.08048439025879 (17.7993577003479) | > loss_duration: 2.2636542320251465 (2.373122394084931) | > loss_1: 31.88002586364746 (32.884489154815675)  --> STEP: 21 | > loss_disc: 2.433859348297119 (2.449479659398397) | > loss_disc_real_0: 0.2654666602611542 (0.18913490502607255) | > loss_disc_real_1: 0.2733598053455353 (0.26710953244141167) | > loss_disc_real_2: 0.30204975605010986 (0.2361018778312774) | > loss_disc_real_3: 0.22239692509174347 (0.25680951916036154) | > loss_disc_real_4: 0.1810588240623474 (0.2128400987102872) | > loss_disc_real_5: 0.15429848432540894 (0.24568181484937668) | > loss_0: 2.433859348297119 (2.449479659398397) | > loss_gen: 2.636554479598999 (2.5885139079321005) | > loss_kl: 3.2638299465179443 (3.117517516726539) | > loss_feat: 5.117562770843506 (6.925307886941092) | > loss_mel: 15.608746528625488 (17.695042882646835) | > loss_duration: 2.160696029663086 (2.363006852921986) | > loss_1: 28.787389755249023 (32.68938918340774)  --> STEP: 22 | > loss_disc: 2.420576572418213 (2.4481658827174795) | > loss_disc_real_0: 0.23413796722888947 (0.19118049876256424) | > loss_disc_real_1: 0.286355584859848 (0.267984353005886) | > loss_disc_real_2: 0.18668152391910553 (0.23385549810799686) | > loss_disc_real_3: 0.20062914490699768 (0.25425586578520865) | > loss_disc_real_4: 0.2171083390712738 (0.2130341096357866) | > loss_disc_real_5: 0.15911221504211426 (0.24174683303995567) | > loss_0: 2.420576572418213 (2.4481658827174795) | > loss_gen: 2.7219038009643555 (2.5945770848881122) | > loss_kl: 2.3640408515930176 (3.083268577402288) | > loss_feat: 8.431656837463379 (6.993778293783015) | > loss_mel: 18.99392318725586 (17.7540828964927) | > loss_duration: 2.210322380065918 (2.356066649610346) | > loss_1: 34.72184753417969 (32.781773653897375)  --> STEP: 23 | > loss_disc: 2.7253265380859375 (2.4602163459943687) | > loss_disc_real_0: 0.2396022081375122 (0.1932857904745185) | > loss_disc_real_1: 0.3674331605434418 (0.2723082142031711) | > loss_disc_real_2: 0.2752508521080017 (0.23565529610799707) | > loss_disc_real_3: 0.32218044996261597 (0.2572091085755307) | > loss_disc_real_4: 0.23152463138103485 (0.21383804536384085) | > loss_disc_real_5: 0.27013275027275085 (0.24298100335442502) | > loss_0: 2.7253265380859375 (2.4602163459943687) | > loss_gen: 2.6122121810913086 (2.5953438282012944) | > loss_kl: 2.5573666095733643 (3.0604032744532046) | > loss_feat: 5.706921577453613 (6.937828001768692) | > loss_mel: 17.121408462524414 (17.726575312407125) | > loss_duration: 2.2612104415893555 (2.3519424666529116) | > loss_1: 30.25912094116211 (32.67209310116975)  --> STEP: 24 | > loss_disc: 2.8013916015625 (2.4744319816430407) | > loss_disc_real_0: 0.24871468544006348 (0.19559532776474953) | > loss_disc_real_1: 0.2253725528717041 (0.2703525616476933) | > loss_disc_real_2: 0.38972070813179016 (0.24207468827565512) | > loss_disc_real_3: 0.3164893388748169 (0.2596791181713343) | > loss_disc_real_4: 0.29212021827697754 (0.21709980256855488) | > loss_disc_real_5: 0.3486349880695343 (0.24738325271755457) | > loss_0: 2.8013916015625 (2.4744319816430407) | > loss_gen: 2.7318294048309326 (2.601030727227529) | > loss_kl: 2.387583017349243 (3.032369097073873) | > loss_feat: 5.847532272338867 (6.89239901304245) | > loss_mel: 17.210630416870117 (17.705077608426418) | > loss_duration: 2.4089298248291016 (2.354316939910253) | > loss_1: 30.586503982543945 (32.58519355456034)  --> STEP: 25 | > loss_disc: 2.594897747039795 (2.4792506122589106) | > loss_disc_real_0: 0.23387017846107483 (0.19712632179260253) | > loss_disc_real_1: 0.32025888562202454 (0.27234881460666654) | > loss_disc_real_2: 0.19648399949073792 (0.24025106072425842) | > loss_disc_real_3: 0.2548588514328003 (0.25948630750179297) | > loss_disc_real_4: 0.17601436376571655 (0.21545638501644135) | > loss_disc_real_5: 0.2621580958366394 (0.24797424644231797) | > loss_0: 2.594897747039795 (2.4792506122589106) | > loss_gen: 2.3263306617736816 (2.590042724609375) | > loss_kl: 3.130323648452759 (3.0362872791290285) | > loss_feat: 4.458749294281006 (6.795053024291992) | > loss_mel: 13.560598373413086 (17.539298439025885) | > loss_duration: 2.36842679977417 (2.3548813343048094) | > loss_1: 25.84442901611328 (32.31556297302246)  --> STEP: 26 | > loss_disc: 2.756894826889038 (2.489929235898531) | > loss_disc_real_0: 0.16890950500965118 (0.19604105960864288) | > loss_disc_real_1: 0.27175524830818176 (0.27232598513364786) | > loss_disc_real_2: 0.2712293267250061 (0.24144253249351794) | > loss_disc_real_3: 0.23708988726139069 (0.25862490672331595) | > loss_disc_real_4: 0.2132105529308319 (0.21537000685930252) | > loss_disc_real_5: 0.3397414982318878 (0.2515037561265322) | > loss_0: 2.756894826889038 (2.489929235898531) | > loss_gen: 2.2463998794555664 (2.5768256921034594) | > loss_kl: 2.654341697692871 (3.021597064458407) | > loss_feat: 4.616815567016602 (6.711274660550631) | > loss_mel: 8.230037689208984 (17.18124994864831) | > loss_duration: 2.273890972137451 (2.3517663203752956) | > loss_1: 20.021486282348633 (31.842713869535007) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023033618927001957 (-0.0001739446933452897) | > avg_loss_disc: 2.489929235898531 (-0.04196931765629808) | > avg_loss_disc_real_0: 0.19604105960864288 (-0.009709804390485466) | > avg_loss_disc_real_1: 0.27232598513364786 (+0.06660015995685864) | > avg_loss_disc_real_2: 0.24144253249351794 (-0.03749168549592685) | > avg_loss_disc_real_3: 0.25862490672331595 (-0.014497595910842487) | > avg_loss_disc_real_4: 0.21537000685930252 (-0.03290133063609785) | > avg_loss_disc_real_5: 0.2515037561265322 (-0.0018988896447879045) | > avg_loss_0: 2.489929235898531 (-0.04196931765629808) | > avg_loss_gen: 2.5768256921034594 (+0.028353214263916016) | > avg_loss_kl: 3.021597064458407 (+0.050860239909245486) | > avg_loss_feat: 6.711274660550631 (-0.2918451565962572) | > avg_loss_mel: 17.18124994864831 (-0.3308903253995368) | > avg_loss_duration: 2.3517663203752956 (+0.012172561425429329) | > avg_loss_1: 31.842713869535007 (-0.5313496956458472)  > EPOCH: 749/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:20:25)   --> TIME: 2024-06-12 00:20:28 -- STEP: 4/330 -- GLOBAL_STEP: 335175 | > loss_disc: 2.3343985080718994 (2.3396793603897095) | > loss_disc_real_0: 0.10800465196371078 (0.09531751647591591) | > loss_disc_real_1: 0.19339506328105927 (0.17869409546256065) | > loss_disc_real_2: 0.21355891227722168 (0.2157987579703331) | > loss_disc_real_3: 0.19131888449192047 (0.2187783047556877) | > loss_disc_real_4: 0.22380848228931427 (0.219997126609087) | > loss_disc_real_5: 0.2358427792787552 (0.24345511943101883) | > loss_0: 2.3343985080718994 (2.3396793603897095) | > grad_norm_0: tensor(6.4790, device='cuda:0') (tensor(6.6351, device='cuda:0')) | > loss_gen: 2.5167906284332275 (2.4422371983528137) | > loss_kl: 1.8415337800979614 (1.9840100705623627) | > loss_feat: 7.068819522857666 (6.847301244735718) | > loss_mel: 17.475481033325195 (17.996553421020508) | > loss_duration: 2.1077466011047363 (2.142463982105255) | > loss_1: 31.0103702545166 (31.41256618499756) | > grad_norm_1: tensor(80.5439, device='cuda:0') (tensor(78.4115, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3465 (0.3827161192893982) | > loader_time: 0.0033 (0.003291606903076172)  --> TIME: 2024-06-12 00:20:37 -- STEP: 29/330 -- GLOBAL_STEP: 335200 | > loss_disc: 2.368008613586426 (2.3264475115414323) | > loss_disc_real_0: 0.08140763640403748 (0.10006888955831528) | > loss_disc_real_1: 0.23699457943439484 (0.19427039551323858) | > loss_disc_real_2: 0.20794878900051117 (0.2113878490595982) | > loss_disc_real_3: 0.22334659099578857 (0.22771920983133645) | > loss_disc_real_4: 0.2547670900821686 (0.231790524618379) | > loss_disc_real_5: 0.245579794049263 (0.22134597805039635) | > loss_0: 2.368008613586426 (2.3264475115414323) | > grad_norm_0: tensor(11.8963, device='cuda:0') (tensor(8.4671, device='cuda:0')) | > loss_gen: 2.5223982334136963 (2.4982616161477975) | > loss_kl: 2.012871265411377 (1.9329789219231441) | > loss_feat: 6.669254302978516 (7.08330802259774) | > loss_mel: 17.092117309570312 (17.718016920418584) | > loss_duration: 1.9866008758544922 (2.0166305056933704) | > loss_1: 30.283241271972656 (31.24919582235402) | > grad_norm_1: tensor(70.7371, device='cuda:0') (tensor(105.7514, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3619 (0.36884902263509817) | > loader_time: 0.0033 (0.0031850749048693426)  --> TIME: 2024-06-12 00:20:46 -- STEP: 54/330 -- GLOBAL_STEP: 335225 | > loss_disc: 2.3209493160247803 (2.333841822765491) | > loss_disc_real_0: 0.09925651550292969 (0.10149911121913681) | > loss_disc_real_1: 0.209920734167099 (0.19500594779297156) | > loss_disc_real_2: 0.202795147895813 (0.21024317570306636) | > loss_disc_real_3: 0.21846745908260345 (0.22685180990784257) | > loss_disc_real_4: 0.2122327983379364 (0.23239875943572433) | > loss_disc_real_5: 0.20118220150470734 (0.22336620671881569) | > loss_0: 2.3209493160247803 (2.333841822765491) | > grad_norm_0: tensor(6.5931, device='cuda:0') (tensor(9.1039, device='cuda:0')) | > loss_gen: 2.4742767810821533 (2.4841523656138667) | > loss_kl: 2.0043694972991943 (1.9178707643791482) | > loss_feat: 7.070935249328613 (7.013871625617698) | > loss_mel: 17.73614501953125 (17.55890334094013) | > loss_duration: 1.9329864978790283 (1.9952365954716997) | > loss_1: 31.21871566772461 (30.970034563982928) | > grad_norm_1: tensor(73.9649, device='cuda:0') (tensor(107.4352, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3702 (0.3656182421578301) | > loader_time: 0.0033 (0.0033325486712985574)  --> TIME: 2024-06-12 00:20:56 -- STEP: 79/330 -- GLOBAL_STEP: 335250 | > loss_disc: 2.363807201385498 (2.348044220405288) | > loss_disc_real_0: 0.08045624196529388 (0.1045935915523692) | > loss_disc_real_1: 0.20003317296504974 (0.19473335128041763) | > loss_disc_real_2: 0.19280247390270233 (0.21156451238107077) | > loss_disc_real_3: 0.21552208065986633 (0.22750481435015232) | > loss_disc_real_4: 0.24100252985954285 (0.23411002887200705) | > loss_disc_real_5: 0.2389574497938156 (0.2255223293470431) | > loss_0: 2.363807201385498 (2.348044220405288) | > grad_norm_0: tensor(10.4726, device='cuda:0') (tensor(9.3551, device='cuda:0')) | > loss_gen: 2.5094168186187744 (2.4834389022633996) | > loss_kl: 2.0478992462158203 (1.9384911679014374) | > loss_feat: 6.5709919929504395 (6.992235871809948) | > loss_mel: 17.786487579345703 (17.449066162109382) | > loss_duration: 1.9615890979766846 (1.9890915774091888) | > loss_1: 30.876384735107422 (30.85232350796084) | > grad_norm_1: tensor(63.8162, device='cuda:0') (tensor(106.1844, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3828 (0.3651045243951339) | > loader_time: 0.0036 (0.003461007830462879)  --> TIME: 2024-06-12 00:21:05 -- STEP: 104/330 -- GLOBAL_STEP: 335275 | > loss_disc: 2.407764196395874 (2.3501902337257663) | > loss_disc_real_0: 0.09984203428030014 (0.10645847950273982) | > loss_disc_real_1: 0.2357655018568039 (0.19550836473130262) | > loss_disc_real_2: 0.22163346409797668 (0.21111369548508754) | > loss_disc_real_3: 0.21903367340564728 (0.22765327560213897) | > loss_disc_real_4: 0.2351883500814438 (0.23297997306172663) | > loss_disc_real_5: 0.23690399527549744 (0.22414219135848376) | > loss_0: 2.407764196395874 (2.3501902337257663) | > grad_norm_0: tensor(12.8769, device='cuda:0') (tensor(9.8954, device='cuda:0')) | > loss_gen: 2.5133330821990967 (2.4816000094780546) | > loss_kl: 2.177272081375122 (1.952618569135666) | > loss_feat: 7.124768257141113 (6.96877077451119) | > loss_mel: 17.009685516357422 (17.37020628268902) | > loss_duration: 2.040755271911621 (1.991527551641831) | > loss_1: 30.865814208984375 (30.76472304417537) | > grad_norm_1: tensor(69.0203, device='cuda:0') (tensor(111.5013, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3716 (0.3665822652670054) | > loader_time: 0.0038 (0.003603511131726779)  --> TIME: 2024-06-12 00:21:15 -- STEP: 129/330 -- GLOBAL_STEP: 335300 | > loss_disc: 2.2981650829315186 (2.3519009915433173) | > loss_disc_real_0: 0.10143660008907318 (0.10816916104319484) | > loss_disc_real_1: 0.19487005472183228 (0.19635832321274188) | > loss_disc_real_2: 0.20655103027820587 (0.21097234226474465) | > loss_disc_real_3: 0.19497597217559814 (0.22790043113767638) | > loss_disc_real_4: 0.2556282579898834 (0.2327971081863078) | > loss_disc_real_5: 0.20685434341430664 (0.2238975793354271) | > loss_0: 2.2981650829315186 (2.3519009915433173) | > grad_norm_0: tensor(5.8663, device='cuda:0') (tensor(10.3020, device='cuda:0')) | > loss_gen: 2.5449442863464355 (2.4808371270349774) | > loss_kl: 1.9083796739578247 (1.9663748094277789) | > loss_feat: 7.166112899780273 (6.944139698679133) | > loss_mel: 17.516050338745117 (17.37230426581331) | > loss_duration: 1.9769227504730225 (1.9935984750126683) | > loss_1: 31.112409591674805 (30.757254267847816) | > grad_norm_1: tensor(37.5499, device='cuda:0') (tensor(127.3497, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3941 (0.3678282637928808) | > loader_time: 0.0048 (0.003730363624040471)  --> TIME: 2024-06-12 00:21:25 -- STEP: 154/330 -- GLOBAL_STEP: 335325 | > loss_disc: 2.420759677886963 (2.3589849936497655) | > loss_disc_real_0: 0.10688670724630356 (0.11025656515417935) | > loss_disc_real_1: 0.19091273844242096 (0.1969682002415905) | > loss_disc_real_2: 0.2348489910364151 (0.21141187169335104) | > loss_disc_real_3: 0.2612004578113556 (0.22895563809902636) | > loss_disc_real_4: 0.23055852949619293 (0.23333666928402788) | > loss_disc_real_5: 0.24124890565872192 (0.2241218090057373) | > loss_0: 2.420759677886963 (2.3589849936497655) | > grad_norm_0: tensor(23.8940, device='cuda:0') (tensor(11.2525, device='cuda:0')) | > loss_gen: 2.548490047454834 (2.4771786510170277) | > loss_kl: 2.0802195072174072 (1.9815596527867503) | > loss_feat: 6.989501953125 (6.932979689015971) | > loss_mel: 17.17564582824707 (17.358891041247883) | > loss_duration: 2.0153799057006836 (1.997675220687668) | > loss_1: 30.80923843383789 (30.748284191280217) | > grad_norm_1: tensor(152.0509, device='cuda:0') (tensor(137.2697, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.4162 (0.3735006010377563) | > loader_time: 0.0052 (0.0038828447267606663)  --> TIME: 2024-06-12 00:21:35 -- STEP: 179/330 -- GLOBAL_STEP: 335350 | > loss_disc: 2.4725656509399414 (2.3624438560208776) | > loss_disc_real_0: 0.1605413258075714 (0.11249966134821902) | > loss_disc_real_1: 0.2047595977783203 (0.19712499175324785) | > loss_disc_real_2: 0.18149447441101074 (0.21169396593917014) | > loss_disc_real_3: 0.25252383947372437 (0.2289114281451902) | > loss_disc_real_4: 0.23859943449497223 (0.2328083834002138) | > loss_disc_real_5: 0.22166478633880615 (0.22356850999360645) | > loss_0: 2.4725656509399414 (2.3624438560208776) | > grad_norm_0: tensor(42.9530, device='cuda:0') (tensor(13.9141, device='cuda:0')) | > loss_gen: 2.358335256576538 (2.4773235933740714) | > loss_kl: 2.126950740814209 (1.987640279631375) | > loss_feat: 6.661227226257324 (6.936465287341752) | > loss_mel: 17.046220779418945 (17.341584903567874) | > loss_duration: 2.05928635597229 (2.0055787490066868) | > loss_1: 30.25201988220215 (30.748592738998667) | > grad_norm_1: tensor(435.1351, device='cuda:0') (tensor(164.9733, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.424 (0.37813765376639763) | > loader_time: 0.0049 (0.003998728437796652)  --> TIME: 2024-06-12 00:21:46 -- STEP: 204/330 -- GLOBAL_STEP: 335375 | > loss_disc: 2.339332342147827 (2.364250121163384) | > loss_disc_real_0: 0.14602242410182953 (0.11389828117235619) | > loss_disc_real_1: 0.168076291680336 (0.1972383785189367) | > loss_disc_real_2: 0.20902372896671295 (0.21131979031305687) | > loss_disc_real_3: 0.21433161199092865 (0.22962243891521997) | > loss_disc_real_4: 0.22265313565731049 (0.23325609802907588) | > loss_disc_real_5: 0.24503055214881897 (0.22378736712476788) | > loss_0: 2.339332342147827 (2.364250121163384) | > grad_norm_0: tensor(38.2316, device='cuda:0') (tensor(15.3441, device='cuda:0')) | > loss_gen: 2.528595209121704 (2.4803058353124867) | > loss_kl: 2.0019428730010986 (1.9935602902197371) | > loss_feat: 8.118553161621094 (6.938563372574601) | > loss_mel: 17.15740394592285 (17.316178162892665) | > loss_duration: 2.0015177726745605 (2.013719797134399) | > loss_1: 31.808013916015625 (30.742327428331564) | > grad_norm_1: tensor(597.7922, device='cuda:0') (tensor(188.1958, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.3891 (0.3818494350302453) | > loader_time: 0.0057 (0.004092251553254969)  --> TIME: 2024-06-12 00:21:56 -- STEP: 229/330 -- GLOBAL_STEP: 335400 | > loss_disc: 2.401247978210449 (2.3645563760699115) | > loss_disc_real_0: 0.12133917957544327 (0.1147158509486367) | > loss_disc_real_1: 0.19152747094631195 (0.19742282658945526) | > loss_disc_real_2: 0.2472032755613327 (0.21174813507686016) | > loss_disc_real_3: 0.2631641924381256 (0.2296474725008011) | > loss_disc_real_4: 0.23803651332855225 (0.23295395792051174) | > loss_disc_real_5: 0.20103710889816284 (0.222524374333011) | > loss_0: 2.401247978210449 (2.3645563760699115) | > grad_norm_0: tensor(20.0188, device='cuda:0') (tensor(17.6173, device='cuda:0')) | > loss_gen: 2.7115559577941895 (2.484882116317748) | > loss_kl: 2.0084338188171387 (1.9968191775692603) | > loss_feat: 7.354630470275879 (6.9525880126453385) | > loss_mel: 17.62577247619629 (17.271726499998934) | > loss_duration: 2.113389730453491 (2.0223901480045896) | > loss_1: 31.81378173828125 (30.728405914972964) | > grad_norm_1: tensor(468.6925, device='cuda:0') (tensor(213.2212, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.4058 (0.3844952083570988) | > loader_time: 0.0051 (0.004197487143970475)  --> TIME: 2024-06-12 00:22:07 -- STEP: 254/330 -- GLOBAL_STEP: 335425 | > loss_disc: 2.293663263320923 (2.366862269837084) | > loss_disc_real_0: 0.11412107944488525 (0.11637664881102212) | > loss_disc_real_1: 0.16390812397003174 (0.19761606288237835) | > loss_disc_real_2: 0.20942333340644836 (0.21155899211647003) | > loss_disc_real_3: 0.23864838480949402 (0.22979919236945354) | > loss_disc_real_4: 0.2275797724723816 (0.23239675803681997) | > loss_disc_real_5: 0.2089051753282547 (0.22211836771232876) | > loss_0: 2.293663263320923 (2.366862269837084) | > grad_norm_0: tensor(23.0107, device='cuda:0') (tensor(19.1756, device='cuda:0')) | > loss_gen: 2.3679516315460205 (2.4839063300861137) | > loss_kl: 1.8756486177444458 (2.000966195985088) | > loss_feat: 7.178695201873779 (6.956841955034752) | > loss_mel: 16.31979751586914 (17.250749152476395) | > loss_duration: 2.067089319229126 (2.029746658220064) | > loss_1: 29.80918312072754 (30.72221028335451) | > grad_norm_1: tensor(499.2418, device='cuda:0') (tensor(232.1617, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.4293 (0.3885514229301393) | > loader_time: 0.0065 (0.004318795804902326)  --> TIME: 2024-06-12 00:22:18 -- STEP: 279/330 -- GLOBAL_STEP: 335450 | > loss_disc: 2.4213736057281494 (2.368762350424214) | > loss_disc_real_0: 0.15891973674297333 (0.1170967353581314) | > loss_disc_real_1: 0.2065059095621109 (0.19779310698577582) | > loss_disc_real_2: 0.24624373018741608 (0.21151267355274553) | > loss_disc_real_3: 0.2610233724117279 (0.22976276946110538) | > loss_disc_real_4: 0.2806735932826996 (0.23274935039568118) | > loss_disc_real_5: 0.261156290769577 (0.22243206753098418) | > loss_0: 2.4213736057281494 (2.368762350424214) | > grad_norm_0: tensor(53.1848, device='cuda:0') (tensor(19.8160, device='cuda:0')) | > loss_gen: 2.6716411113739014 (2.4793757836878507) | > loss_kl: 1.9658657312393188 (2.0065408710083235) | > loss_feat: 6.90561580657959 (6.950994054049146) | > loss_mel: 16.43632698059082 (17.184969902038574) | > loss_duration: 2.1360156536102295 (2.0391944001652416) | > loss_1: 30.115463256835938 (30.661074963094514) | > grad_norm_1: tensor(611.8122, device='cuda:0') (tensor(243.4334, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.4494 (0.3933021107882154) | > loader_time: 0.007 (0.004471279814251861)  --> TIME: 2024-06-12 00:22:30 -- STEP: 304/330 -- GLOBAL_STEP: 335475 | > loss_disc: 2.558657646179199 (2.3722822250504216) | > loss_disc_real_0: 0.19953277707099915 (0.11897705660789813) | > loss_disc_real_1: 0.25949788093566895 (0.19861644261369582) | > loss_disc_real_2: 0.21611149609088898 (0.21188061787305693) | > loss_disc_real_3: 0.2214636355638504 (0.22993175455025935) | > loss_disc_real_4: 0.2216109186410904 (0.232607196085155) | > loss_disc_real_5: 0.22086399793624878 (0.22195163207422755) | > loss_0: 2.558657646179199 (2.3722822250504216) | > grad_norm_0: tensor(50.6976, device='cuda:0') (tensor(21.1945, device='cuda:0')) | > loss_gen: 2.2556843757629395 (2.478829983817903) | > loss_kl: 2.1705641746520996 (2.0112504194441603) | > loss_feat: 6.425680160522461 (6.970364349453071) | > loss_mel: 16.137428283691406 (17.14171007118727) | > loss_duration: 2.193990468978882 (2.0501302410113165) | > loss_1: 29.183347702026367 (30.652285030013637) | > grad_norm_1: tensor(222.5128, device='cuda:0') (tensor(260.0239, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 0.4702 (0.39955045047559223) | > loader_time: 0.008 (0.004661672209438525)  --> TIME: 2024-06-12 00:22:58 -- STEP: 329/330 -- GLOBAL_STEP: 335500 | > loss_disc: 2.7020511627197266 (2.376836012199653) | > loss_disc_real_0: 0.3707387149333954 (0.12036596171807011) | > loss_disc_real_1: 0.230954110622406 (0.199410211215628) | > loss_disc_real_2: 0.28019195795059204 (0.2119625142370676) | > loss_disc_real_3: 0.25007444620132446 (0.22994159035226133) | > loss_disc_real_4: 0.31519362330436707 (0.2327902791257325) | > loss_disc_real_5: 0.17170794308185577 (0.22262058952840275) | > loss_0: 2.7020511627197266 (2.376836012199653) | > grad_norm_0: tensor(14.7561, device='cuda:0') (tensor(21.6411, device='cuda:0')) | > loss_gen: 2.4052090644836426 (2.48290091952292) | > loss_kl: 2.24009108543396 (2.0198734694338856) | > loss_feat: 10.280801773071289 (7.081340602828375) | > loss_mel: 17.853734970092773 (17.117941337515873) | > loss_duration: 2.2877628803253174 (2.0647264295073606) | > loss_1: 35.06760025024414 (30.766782731633057) | > grad_norm_1: tensor(84.5871, device='cuda:0') (tensor(270.5216, device='cuda:0')) | > current_lr_0: 0.00018212377065720495 | > current_lr_1: 0.00018212377065720495 | > step_time: 13.2362 (0.4510104953336861) | > loader_time: 0.0349 (0.005104728745109764) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_335500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6632895469665527 (2.6632895469665527) | > loss_disc_real_0: 0.23024223744869232 (0.23024223744869232) | > loss_disc_real_1: 0.17323191463947296 (0.17323191463947296) | > loss_disc_real_2: 0.20274223387241364 (0.20274223387241364) | > loss_disc_real_3: 0.22502976655960083 (0.22502976655960083) | > loss_disc_real_4: 0.24286669492721558 (0.24286669492721558) | > loss_disc_real_5: 0.28504031896591187 (0.28504031896591187) | > loss_0: 2.6632895469665527 (2.6632895469665527) | > loss_gen: 2.128591775894165 (2.128591775894165) | > loss_kl: 2.535946846008301 (2.535946846008301) | > loss_feat: 4.433526039123535 (4.433526039123535) | > loss_mel: 14.567376136779785 (14.567376136779785) | > loss_duration: 2.9291305541992188 (2.9291305541992188) | > loss_1: 26.594572067260742 (26.594572067260742)  --> STEP: 1 | > loss_disc: 2.445397138595581 (2.445397138595581) | > loss_disc_real_0: 0.09030706435441971 (0.09030706435441971) | > loss_disc_real_1: 0.2164216935634613 (0.2164216935634613) | > loss_disc_real_2: 0.1679867058992386 (0.1679867058992386) | > loss_disc_real_3: 0.23481668531894684 (0.23481668531894684) | > loss_disc_real_4: 0.3063831329345703 (0.3063831329345703) | > loss_disc_real_5: 0.31443700194358826 (0.31443700194358826) | > loss_0: 2.445397138595581 (2.445397138595581) | > loss_gen: 2.373088836669922 (2.373088836669922) | > loss_kl: 3.608705759048462 (3.608705759048462) | > loss_feat: 6.763857364654541 (6.763857364654541) | > loss_mel: 18.59817123413086 (18.59817123413086) | > loss_duration: 2.5221567153930664 (2.5221567153930664) | > loss_1: 33.8659782409668 (33.8659782409668)  --> STEP: 2 | > loss_disc: 2.5599141120910645 (2.5026556253433228) | > loss_disc_real_0: 0.11518529057502747 (0.10274617746472359) | > loss_disc_real_1: 0.3008403778076172 (0.25863103568553925) | > loss_disc_real_2: 0.27601492404937744 (0.22200081497430801) | > loss_disc_real_3: 0.22898727655410767 (0.23190198093652725) | > loss_disc_real_4: 0.2624515891075134 (0.28441736102104187) | > loss_disc_real_5: 0.2953834533691406 (0.30491022765636444) | > loss_0: 2.5599141120910645 (2.5026556253433228) | > loss_gen: 2.277373790740967 (2.3252313137054443) | > loss_kl: 2.461331367492676 (3.035018563270569) | > loss_feat: 4.513459205627441 (5.638658285140991) | > loss_mel: 17.46904754638672 (18.03360939025879) | > loss_duration: 2.4542603492736816 (2.488208532333374) | > loss_1: 29.175472259521484 (31.52072525024414)  --> STEP: 3 | > loss_disc: 2.4446516036987305 (2.483320951461792) | > loss_disc_real_0: 0.11335491389036179 (0.10628242293993632) | > loss_disc_real_1: 0.21559108793735504 (0.2442843864361445) | > loss_disc_real_2: 0.22929824888706207 (0.22443329294522604) | > loss_disc_real_3: 0.24075496196746826 (0.2348529746135076) | > loss_disc_real_4: 0.2605975568294525 (0.2764774262905121) | > loss_disc_real_5: 0.32922452688217163 (0.31301499406496686) | > loss_0: 2.4446516036987305 (2.483320951461792) | > loss_gen: 2.442155361175537 (2.364205996195475) | > loss_kl: 4.1952128410339355 (3.421749989191691) | > loss_feat: 7.2179274559021 (6.16508134206136) | > loss_mel: 17.760295867919922 (17.9425048828125) | > loss_duration: 2.3655049800872803 (2.4473073482513428) | > loss_1: 33.98109436035156 (32.34084828694662)  --> STEP: 4 | > loss_disc: 2.4967706203460693 (2.4866833686828613) | > loss_disc_real_0: 0.14013950526714325 (0.11474669352173805) | > loss_disc_real_1: 0.26628583669662476 (0.24978474900126457) | > loss_disc_real_2: 0.17332743108272552 (0.2116568274796009) | > loss_disc_real_3: 0.27013537287712097 (0.24367357417941093) | > loss_disc_real_4: 0.298491895198822 (0.28198104351758957) | > loss_disc_real_5: 0.3029418885707855 (0.3104967176914215) | > loss_0: 2.4967706203460693 (2.4866833686828613) | > loss_gen: 2.4437928199768066 (2.384102702140808) | > loss_kl: 3.519702911376953 (3.4462382197380066) | > loss_feat: 5.9548234939575195 (6.1125168800354) | > loss_mel: 17.30758285522461 (17.783774375915527) | > loss_duration: 2.3928592205047607 (2.4336953163146973) | > loss_1: 31.618759155273438 (32.16032600402832)  --> STEP: 5 | > loss_disc: 2.4618477821350098 (2.481716251373291) | > loss_disc_real_0: 0.18097195029258728 (0.1279917448759079) | > loss_disc_real_1: 0.28068336844444275 (0.2559644728899002) | > loss_disc_real_2: 0.19122475385665894 (0.2075704127550125) | > loss_disc_real_3: 0.27228203415870667 (0.24939526617527008) | > loss_disc_real_4: 0.24973635375499725 (0.27553210556507113) | > loss_disc_real_5: 0.2710232436656952 (0.30260202288627625) | > loss_0: 2.4618477821350098 (2.481716251373291) | > loss_gen: 2.478287696838379 (2.402939701080322) | > loss_kl: 2.2715353965759277 (3.2112976551055907) | > loss_feat: 4.603105068206787 (5.810634517669678) | > loss_mel: 18.35871124267578 (17.898761749267578) | > loss_duration: 2.3556277751922607 (2.41808180809021) | > loss_1: 30.0672664642334 (31.741714096069337)  --> STEP: 6 | > loss_disc: 2.2656469345092773 (2.445704698562622) | > loss_disc_real_0: 0.05696722865104675 (0.1161543255050977) | > loss_disc_real_1: 0.23154929280281067 (0.2518952762087186) | > loss_disc_real_2: 0.23905934393405914 (0.2128185679515203) | > loss_disc_real_3: 0.23576395213603973 (0.24712338050206503) | > loss_disc_real_4: 0.2256491482257843 (0.26721827934185666) | > loss_disc_real_5: 0.2780689299106598 (0.29851317405700684) | > loss_0: 2.2656469345092773 (2.445704698562622) | > loss_gen: 2.5304388999938965 (2.424189567565918) | > loss_kl: 3.3405356407165527 (3.2328373193740845) | > loss_feat: 5.56243371963501 (5.769267717997233) | > loss_mel: 18.914676666259766 (18.06808090209961) | > loss_duration: 2.158998966217041 (2.3749013344446817) | > loss_1: 32.507083892822266 (31.869275728861492)  --> STEP: 7 | > loss_disc: 2.4127237796783447 (2.440993138722011) | > loss_disc_real_0: 0.08123753219842911 (0.11116621217557363) | > loss_disc_real_1: 0.2802232503890991 (0.2559421296630587) | > loss_disc_real_2: 0.2162429541349411 (0.21330776597772325) | > loss_disc_real_3: 0.308504194021225 (0.2558920681476593) | > loss_disc_real_4: 0.2854937016963959 (0.2698290539639337) | > loss_disc_real_5: 0.2655440866947174 (0.29380330443382263) | > loss_0: 2.4127237796783447 (2.440993138722011) | > loss_gen: 2.5517120361328125 (2.4424070630754744) | > loss_kl: 3.9064903259277344 (3.329073463167463) | > loss_feat: 5.9630231857299805 (5.796947070530483) | > loss_mel: 17.5800838470459 (17.998367037091935) | > loss_duration: 2.4583845138549805 (2.3868275029318675) | > loss_1: 32.459693908691406 (31.95362118312291)  --> STEP: 8 | > loss_disc: 2.341402292251587 (2.428544282913208) | > loss_disc_real_0: 0.17294320464134216 (0.11888833623379469) | > loss_disc_real_1: 0.17364658415317535 (0.24565518647432327) | > loss_disc_real_2: 0.29390475153923035 (0.22338238917291164) | > loss_disc_real_3: 0.2713550925254822 (0.25782494619488716) | > loss_disc_real_4: 0.22091390192508698 (0.26371465995907784) | > loss_disc_real_5: 0.18440642952919006 (0.28012869507074356) | > loss_0: 2.341402292251587 (2.428544282913208) | > loss_gen: 2.568636655807495 (2.458185762166977) | > loss_kl: 2.9433581829071045 (3.280859053134918) | > loss_feat: 8.870746612548828 (6.181172013282776) | > loss_mel: 18.96815299987793 (18.119590282440186) | > loss_duration: 2.272836208343506 (2.372578591108322) | > loss_1: 35.62372970581055 (32.41238474845886)  --> STEP: 9 | > loss_disc: 2.7944583892822266 (2.469201405843099) | > loss_disc_real_0: 0.17259742319583893 (0.12485601256291072) | > loss_disc_real_1: 0.2767403721809387 (0.24910909599728054) | > loss_disc_real_2: 0.28873583674430847 (0.2306438833475113) | > loss_disc_real_3: 0.24130432307720184 (0.25598932140403324) | > loss_disc_real_4: 0.2530530095100403 (0.262530032131407) | > loss_disc_real_5: 0.2786268889904022 (0.27996182772848344) | > loss_0: 2.7944583892822266 (2.469201405843099) | > loss_gen: 2.1724541187286377 (2.4264378017849393) | > loss_kl: 2.620130777359009 (3.2074448002709284) | > loss_feat: 7.284141540527344 (6.303724182976617) | > loss_mel: 18.41620445251465 (18.15254741244846) | > loss_duration: 2.1538476943969727 (2.3482751581403942) | > loss_1: 32.64677810668945 (32.438428454928925)  --> STEP: 10 | > loss_disc: 2.2662057876586914 (2.4489018440246584) | > loss_disc_real_0: 0.09160763770341873 (0.12153117507696151) | > loss_disc_real_1: 0.20181159675121307 (0.2443793460726738) | > loss_disc_real_2: 0.24211432039737701 (0.23179092705249787) | > loss_disc_real_3: 0.21363294124603271 (0.2517536833882332) | > loss_disc_real_4: 0.18648116290569305 (0.2549251452088356) | > loss_disc_real_5: 0.1724274456501007 (0.26920838952064513) | > loss_0: 2.2662057876586914 (2.4489018440246584) | > loss_gen: 2.429544687271118 (2.426748490333557) | > loss_kl: 3.1491265296936035 (3.2016129732131957) | > loss_feat: 7.138770580291748 (6.3872288227081295) | > loss_mel: 17.411556243896484 (18.07844829559326) | > loss_duration: 2.433250904083252 (2.3567727327346804) | > loss_1: 32.56224822998047 (32.45081043243408)  --> STEP: 11 | > loss_disc: 2.5789620876312256 (2.460725502534346) | > loss_disc_real_0: 0.1986328810453415 (0.12854042107408697) | > loss_disc_real_1: 0.3431779444217682 (0.2533610368316824) | > loss_disc_real_2: 0.21639007329940796 (0.2303908494385806) | > loss_disc_real_3: 0.2884584665298462 (0.25509048185565253) | > loss_disc_real_4: 0.2423141896724701 (0.25377869470552966) | > loss_disc_real_5: 0.24700827896595 (0.2671901976520365) | > loss_0: 2.5789620876312256 (2.460725502534346) | > loss_gen: 2.536931037902832 (2.4367650855671275) | > loss_kl: 3.416935920715332 (3.221187786622481) | > loss_feat: 6.5752973556518555 (6.40432596206665) | > loss_mel: 17.5573673248291 (18.031077298251066) | > loss_duration: 2.515833616256714 (2.371232813054865) | > loss_1: 32.60236740112305 (32.46458833867853)  --> STEP: 12 | > loss_disc: 2.482313394546509 (2.46252449353536) | > loss_disc_real_0: 0.07988809794187546 (0.12448606081306934) | > loss_disc_real_1: 0.24185241758823395 (0.2524019852280617) | > loss_disc_real_2: 0.2623363733291626 (0.23305297642946243) | > loss_disc_real_3: 0.2656450867652893 (0.2559700322647889) | > loss_disc_real_4: 0.26246869564056396 (0.25450286145011586) | > loss_disc_real_5: 0.24745860695838928 (0.2655458984275659) | > loss_0: 2.482313394546509 (2.46252449353536) | > loss_gen: 2.285522222518921 (2.424161513646444) | > loss_kl: 2.6627931594848633 (3.1746549010276794) | > loss_feat: 6.097446918487549 (6.378752708435059) | > loss_mel: 17.53780174255371 (17.98997100194295) | > loss_duration: 2.268744468688965 (2.36269211769104) | > loss_1: 30.852310180664062 (32.33023182551066)  --> STEP: 13 | > loss_disc: 2.392552375793457 (2.457142022939829) | > loss_disc_real_0: 0.1356189101934433 (0.12534243384232888) | > loss_disc_real_1: 0.20160190761089325 (0.24849428694981796) | > loss_disc_real_2: 0.29441285133361816 (0.23777296680670518) | > loss_disc_real_3: 0.24790312349796295 (0.25534950082118696) | > loss_disc_real_4: 0.20769831538200378 (0.2509025117525688) | > loss_disc_real_5: 0.2363530844449997 (0.2633002973519839) | > loss_0: 2.392552375793457 (2.457142022939829) | > loss_gen: 2.6025657653808594 (2.4378849176260142) | > loss_kl: 3.715837001800537 (3.216284293394822) | > loss_feat: 7.068216323852539 (6.43178837115948) | > loss_mel: 16.214397430419922 (17.853388419518105) | > loss_duration: 2.2530367374420166 (2.3542570884411154) | > loss_1: 31.854053497314453 (32.29360272334172)  --> STEP: 14 | > loss_disc: 2.2086262702941895 (2.4393908977508545) | > loss_disc_real_0: 0.14119835197925568 (0.12647499942353793) | > loss_disc_real_1: 0.19400537014007568 (0.2446022214634078) | > loss_disc_real_2: 0.16663947701454163 (0.23269200325012207) | > loss_disc_real_3: 0.18544593453407288 (0.25035638894353596) | > loss_disc_real_4: 0.23680950701236725 (0.24989586855684012) | > loss_disc_real_5: 0.2451382279396057 (0.2620030066796712) | > loss_0: 2.2086262702941895 (2.4393908977508545) | > loss_gen: 2.555896043777466 (2.446314283779689) | > loss_kl: 3.3908114433288574 (3.2287505183901106) | > loss_feat: 7.515020370483398 (6.509162085396903) | > loss_mel: 19.11919403076172 (17.943803106035507) | > loss_duration: 2.4569320678710938 (2.3615910155432567) | > loss_1: 35.0378532409668 (32.489620617457796)  --> STEP: 15 | > loss_disc: 2.508378505706787 (2.4439900716145835) | > loss_disc_real_0: 0.11283908039331436 (0.12556593815485637) | > loss_disc_real_1: 0.3161863684654236 (0.24937449793020885) | > loss_disc_real_2: 0.18705986440181732 (0.2296498606602351) | > loss_disc_real_3: 0.2706764042377472 (0.2517110566298167) | > loss_disc_real_4: 0.22047008574008942 (0.24793414970239006) | > loss_disc_real_5: 0.1639806479215622 (0.2554681827624639) | > loss_0: 2.508378505706787 (2.4439900716145835) | > loss_gen: 2.399630069732666 (2.443202002843221) | > loss_kl: 3.6017704010009766 (3.253618510564168) | > loss_feat: 7.091943740844727 (6.548014195760091) | > loss_mel: 18.01755714416504 (17.948720041910807) | > loss_duration: 2.3888864517211914 (2.363410711288452) | > loss_1: 33.499786376953125 (32.55696500142415)  --> STEP: 16 | > loss_disc: 2.7961974143981934 (2.466003030538559) | > loss_disc_real_0: 0.2984600067138672 (0.13637181743979454) | > loss_disc_real_1: 0.30227482318878174 (0.25268076825886965) | > loss_disc_real_2: 0.2904825210571289 (0.23345190193504095) | > loss_disc_real_3: 0.25300711393356323 (0.25179206021130085) | > loss_disc_real_4: 0.29219135642051697 (0.25070022512227297) | > loss_disc_real_5: 0.2649587094783783 (0.25606134068220854) | > loss_0: 2.7961974143981934 (2.466003030538559) | > loss_gen: 2.475287437438965 (2.445207342505455) | > loss_kl: 2.9589765071868896 (3.2352033853530884) | > loss_feat: 5.805694103240967 (6.501619189977646) | > loss_mel: 13.877006530761719 (17.69423794746399) | > loss_duration: 2.415957450866699 (2.3666948825120926) | > loss_1: 27.53292465209961 (32.24296247959137)  --> STEP: 17 | > loss_disc: 2.4588191509246826 (2.4655804493848015) | > loss_disc_real_0: 0.14070677757263184 (0.13662681509466731) | > loss_disc_real_1: 0.32250750064849854 (0.2567882231053184) | > loss_disc_real_2: 0.25281327962875366 (0.23459080650525935) | > loss_disc_real_3: 0.24551178514957428 (0.2514226322664934) | > loss_disc_real_4: 0.29272544384002686 (0.2531722968115526) | > loss_disc_real_5: 0.283845990896225 (0.2576957318712683) | > loss_0: 2.4588191509246826 (2.4655804493848015) | > loss_gen: 2.8120806217193604 (2.4667881236356846) | > loss_kl: 2.609663248062134 (3.1984069066889145) | > loss_feat: 5.857076644897461 (6.463704922619988) | > loss_mel: 16.91891098022461 (17.64863047880285) | > loss_duration: 2.4111838340759277 (2.3693118796629062) | > loss_1: 30.608915328979492 (32.14684205896714)  --> STEP: 18 | > loss_disc: 2.375795364379883 (2.4605923891067505) | > loss_disc_real_0: 0.12577560544013977 (0.13602397011386025) | > loss_disc_real_1: 0.30098873376846313 (0.25924380703104866) | > loss_disc_real_2: 0.3098440170288086 (0.2387715404232343) | > loss_disc_real_3: 0.20222292840480804 (0.24868931538528866) | > loss_disc_real_4: 0.22586318850517273 (0.25165512412786484) | > loss_disc_real_5: 0.2390666902065277 (0.2566607851121161) | > loss_0: 2.375795364379883 (2.4605923891067505) | > loss_gen: 2.6526107788085938 (2.4771116044786243) | > loss_kl: 2.736290454864502 (3.172733770476447) | > loss_feat: 8.08354663848877 (6.553696129057142) | > loss_mel: 18.567058563232422 (17.69965426127116) | > loss_duration: 2.2576076984405518 (2.36310609181722) | > loss_1: 34.29711151123047 (32.26630147298177)  --> STEP: 19 | > loss_disc: 2.3616080284118652 (2.4553826859122827) | > loss_disc_real_0: 0.1916603446006775 (0.13895220035000852) | > loss_disc_real_1: 0.16751039028167725 (0.25441573246529225) | > loss_disc_real_2: 0.2635643184185028 (0.24007642347561686) | > loss_disc_real_3: 0.22022491693496704 (0.2471911891510612) | > loss_disc_real_4: 0.2151350975036621 (0.24973301746343313) | > loss_disc_real_5: 0.175779789686203 (0.25240389061601537) | > loss_0: 2.3616080284118652 (2.4553826859122827) | > loss_gen: 2.510376453399658 (2.4788623860007837) | > loss_kl: 2.474531888961792 (3.1359863030283073) | > loss_feat: 9.735675811767578 (6.721168743936639) | > loss_mel: 16.062280654907227 (17.613476703041478) | > loss_duration: 2.3837690353393555 (2.3641936151604903) | > loss_1: 33.16663360595703 (32.31368737471731)  --> STEP: 20 | > loss_disc: 2.5385613441467285 (2.459541618824005) | > loss_disc_real_0: 0.16953197121620178 (0.14048118889331818) | > loss_disc_real_1: 0.1836971640586853 (0.2508798040449619) | > loss_disc_real_2: 0.2049165666103363 (0.23831843063235283) | > loss_disc_real_3: 0.19948872923851013 (0.24480606615543365) | > loss_disc_real_4: 0.2660400867462158 (0.25054837092757226) | > loss_disc_real_5: 0.2826906144618988 (0.25391822680830956) | > loss_0: 2.5385613441467285 (2.459541618824005) | > loss_gen: 2.502481460571289 (2.480043339729309) | > loss_kl: 2.5095736980438232 (3.1046656727790833) | > loss_feat: 9.386570930480957 (6.854438853263855) | > loss_mel: 18.778772354125977 (17.671741485595703) | > loss_duration: 2.2643651962280273 (2.359202194213867) | > loss_1: 35.44176483154297 (32.47009124755859)  --> STEP: 21 | > loss_disc: 2.6754817962646484 (2.4698244844164168) | > loss_disc_real_0: 0.13060685992240906 (0.1400109827518463) | > loss_disc_real_1: 0.2586616575717926 (0.25125036849862054) | > loss_disc_real_2: 0.3300430476665497 (0.24268626953874314) | > loss_disc_real_3: 0.24684619903564453 (0.2449032153402056) | > loss_disc_real_4: 0.24626244604587555 (0.25034427926653907) | > loss_disc_real_5: 0.2332768440246582 (0.25293530381861185) | > loss_0: 2.6754817962646484 (2.4698244844164168) | > loss_gen: 2.257577657699585 (2.4694497358231318) | > loss_kl: 2.108859062194824 (3.057246310370309) | > loss_feat: 5.959210395812988 (6.811808926718576) | > loss_mel: 13.629377365112305 (17.479247956048873) | > loss_duration: 2.211658477783203 (2.352176302955264) | > loss_1: 26.166683197021484 (32.169928959437776)  --> STEP: 22 | > loss_disc: 2.4105043411254883 (2.467128114266829) | > loss_disc_real_0: 0.142994225025177 (0.14014658467336136) | > loss_disc_real_1: 0.28951790928840637 (0.2529898021708835) | > loss_disc_real_2: 0.2568708062171936 (0.24333102120594544) | > loss_disc_real_3: 0.21227549016475677 (0.24342013692313974) | > loss_disc_real_4: 0.2795882523059845 (0.25167355076833203) | > loss_disc_real_5: 0.24672219157218933 (0.2526528896255926) | > loss_0: 2.4105043411254883 (2.467128114266829) | > loss_gen: 2.645077705383301 (2.4774328253485938) | > loss_kl: 2.462657928466797 (3.030219565738331) | > loss_feat: 8.48601245880127 (6.887909087267789) | > loss_mel: 17.85335922241211 (17.496253013610836) | > loss_duration: 2.233877658843994 (2.3467990918592974) | > loss_1: 33.68098449707031 (32.23861330205744)  --> STEP: 23 | > loss_disc: 2.2523386478424072 (2.4577894418135933) | > loss_disc_real_0: 0.1789376437664032 (0.14183315246001535) | > loss_disc_real_1: 0.21171462535858154 (0.25119522926600085) | > loss_disc_real_2: 0.2664431631565094 (0.24433589694292648) | > loss_disc_real_3: 0.2397809475660324 (0.2432619112989177) | > loss_disc_real_4: 0.2273528277873993 (0.25061612803003064) | > loss_disc_real_5: 0.2163436859846115 (0.2510742285977239) | > loss_0: 2.2523386478424072 (2.4577894418135933) | > loss_gen: 2.7555136680603027 (2.489523296770842) | > loss_kl: 2.8277475833892822 (3.0214164360709814) | > loss_feat: 8.657317161560059 (6.964839873106583) | > loss_mel: 17.504728317260742 (17.496621505073875) | > loss_duration: 2.281005859375 (2.343938516533893) | > loss_1: 34.02631378173828 (32.31633940986965)  --> STEP: 24 | > loss_disc: 2.4142255783081055 (2.455974280834198) | > loss_disc_real_0: 0.11196796596050262 (0.14058876968920234) | > loss_disc_real_1: 0.17785076797008514 (0.2481392100453377) | > loss_disc_real_2: 0.20818868279457092 (0.24282976302007833) | > loss_disc_real_3: 0.2571164071559906 (0.24383918195962906) | > loss_disc_real_4: 0.25940653681755066 (0.250982395062844) | > loss_disc_real_5: 0.3361785411834717 (0.25462024162213004) | > loss_0: 2.4142255783081055 (2.455974280834198) | > loss_gen: 2.406731367111206 (2.4860736330350237) | > loss_kl: 2.9388415813446045 (3.0179758171240487) | > loss_feat: 5.773200988769531 (6.915188252925873) | > loss_mel: 17.887876510620117 (17.512923796971634) | > loss_duration: 2.46956205368042 (2.349172830581665) | > loss_1: 31.476211547851562 (32.28133408228556)  --> STEP: 25 | > loss_disc: 2.30932879447937 (2.450108461380005) | > loss_disc_real_0: 0.1330733299255371 (0.14028815209865575) | > loss_disc_real_1: 0.17849679291248322 (0.24535351336002353) | > loss_disc_real_2: 0.2434311956167221 (0.2428538203239441) | > loss_disc_real_3: 0.2534817159175873 (0.2442248833179474) | > loss_disc_real_4: 0.2114834040403366 (0.24940243542194365) | > loss_disc_real_5: 0.2386815845966339 (0.2539826953411102) | > loss_0: 2.30932879447937 (2.450108461380005) | > loss_gen: 2.7682294845581055 (2.497359867095947) | > loss_kl: 2.894634962081909 (3.0130421829223635) | > loss_feat: 7.614582061767578 (6.943164005279541) | > loss_mel: 16.356874465942383 (17.466681823730465) | > loss_duration: 2.391134262084961 (2.350851287841797) | > loss_1: 32.02545928955078 (32.27109909057617)  --> STEP: 26 | > loss_disc: 2.614046573638916 (2.456413773389963) | > loss_disc_real_0: 0.1664765179157257 (0.14129539693777382) | > loss_disc_real_1: 0.21864372491836548 (0.24432621380457514) | > loss_disc_real_2: 0.2957155406475067 (0.2448869634133119) | > loss_disc_real_3: 0.24649962782859802 (0.24431237349143395) | > loss_disc_real_4: 0.25864362716674805 (0.2497578658736669) | > loss_disc_real_5: 0.2322293072938919 (0.2531460265700633) | > loss_0: 2.614046573638916 (2.456413773389963) | > loss_gen: 2.049065351486206 (2.4801177703417263) | > loss_kl: 2.3256676197052 (2.986604699721703) | > loss_feat: 2.5928800106048584 (6.775845390099746) | > loss_mel: 10.736270904541016 (17.207819865300102) | > loss_duration: 2.2862401008605957 (2.348366242188674) | > loss_1: 19.990123748779297 (31.798753885122444) --> EVAL PERFORMANCE | > avg_loader_time: 0.002608482654278095 (+0.00030512076157789914) | > avg_loss_disc: 2.456413773389963 (-0.03351546250856785) | > avg_loss_disc_real_0: 0.14129539693777382 (-0.054745662670869055) | > avg_loss_disc_real_1: 0.24432621380457514 (-0.02799977132907272) | > avg_loss_disc_real_2: 0.2448869634133119 (+0.0034444309197939615) | > avg_loss_disc_real_3: 0.24431237349143395 (-0.014312533231882002) | > avg_loss_disc_real_4: 0.2497578658736669 (+0.03438785901436439) | > avg_loss_disc_real_5: 0.2531460265700633 (+0.001642270443531102) | > avg_loss_0: 2.456413773389963 (-0.03351546250856785) | > avg_loss_gen: 2.4801177703417263 (-0.09670792176173304) | > avg_loss_kl: 2.986604699721703 (-0.03499236473670386) | > avg_loss_feat: 6.775845390099746 (+0.06457072954911514) | > avg_loss_mel: 17.207819865300102 (+0.026569916651791203) | > avg_loss_duration: 2.348366242188674 (-0.003400078186621691) | > avg_loss_1: 31.798753885122444 (-0.0439599844125631)  > EPOCH: 750/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:23:09)   --> TIME: 2024-06-12 00:23:19 -- STEP: 24/330 -- GLOBAL_STEP: 335525 | > loss_disc: 2.287363052368164 (2.2937555909156795) | > loss_disc_real_0: 0.08895677328109741 (0.10172003523136179) | > loss_disc_real_1: 0.21875111758708954 (0.1926762561003367) | > loss_disc_real_2: 0.22832025587558746 (0.2047788711885611) | > loss_disc_real_3: 0.2539101541042328 (0.22722820565104485) | > loss_disc_real_4: 0.23547784984111786 (0.22930113598704338) | > loss_disc_real_5: 0.22842128574848175 (0.2228514247884353) | > loss_0: 2.287363052368164 (2.2937555909156795) | > grad_norm_0: tensor(6.7417, device='cuda:0') (tensor(9.3300, device='cuda:0')) | > loss_gen: 2.515230178833008 (2.528708159923553) | > loss_kl: 1.991611361503601 (1.901063248515129) | > loss_feat: 7.693211555480957 (7.03974864880244) | > loss_mel: 16.95569610595703 (17.441500584284466) | > loss_duration: 1.9531407356262207 (2.0361177573601403) | > loss_1: 31.108888626098633 (30.947138865788776) | > grad_norm_1: tensor(57.2696, device='cuda:0') (tensor(79.1863, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3603 (0.3581076463063558) | > loader_time: 0.0032 (0.0030765732129414878)  --> TIME: 2024-06-12 00:23:28 -- STEP: 49/330 -- GLOBAL_STEP: 335550 | > loss_disc: 2.2911977767944336 (2.3018715527592875) | > loss_disc_real_0: 0.10475832223892212 (0.10318257439197326) | > loss_disc_real_1: 0.18627139925956726 (0.19193306413232064) | > loss_disc_real_2: 0.16774357855319977 (0.20588562956878118) | > loss_disc_real_3: 0.22278907895088196 (0.22707745219979966) | > loss_disc_real_4: 0.20262399315834045 (0.22825659720265135) | > loss_disc_real_5: 0.22044919431209564 (0.2186083246250542) | > loss_0: 2.2911977767944336 (2.3018715527592875) | > grad_norm_0: tensor(11.6657, device='cuda:0') (tensor(8.3733, device='cuda:0')) | > loss_gen: 2.4861159324645996 (2.525324626844755) | > loss_kl: 1.9383732080459595 (1.9173267544532309) | > loss_feat: 6.943649768829346 (7.099807330540249) | > loss_mel: 17.149019241333008 (17.44348265200245) | > loss_duration: 1.9347765445709229 (2.0021155464405918) | > loss_1: 30.451934814453125 (30.98805707814742) | > grad_norm_1: tensor(79.4342, device='cuda:0') (tensor(79.5840, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3519 (0.3577119817539137) | > loader_time: 0.0033 (0.003200467751950634)  --> TIME: 2024-06-12 00:23:37 -- STEP: 74/330 -- GLOBAL_STEP: 335575 | > loss_disc: 2.212406873703003 (2.319468385464437) | > loss_disc_real_0: 0.14209693670272827 (0.10694610705045428) | > loss_disc_real_1: 0.1977333426475525 (0.19300859260397987) | > loss_disc_real_2: 0.19951805472373962 (0.20829079602215736) | > loss_disc_real_3: 0.2160613238811493 (0.22682259191532392) | > loss_disc_real_4: 0.19339387118816376 (0.22925475561940992) | > loss_disc_real_5: 0.1866832822561264 (0.21941904200089946) | > loss_0: 2.212406873703003 (2.319468385464437) | > grad_norm_0: tensor(25.2213, device='cuda:0') (tensor(9.5760, device='cuda:0')) | > loss_gen: 2.522226095199585 (2.5153531416042423) | > loss_kl: 1.9566445350646973 (1.9395734538903107) | > loss_feat: 7.817304611206055 (7.104005272324021) | > loss_mel: 17.54890251159668 (17.42547128007219) | > loss_duration: 1.9186910390853882 (1.9900599218703605) | > loss_1: 31.763769149780273 (30.974463230854756) | > grad_norm_1: tensor(86.5313, device='cuda:0') (tensor(92.9068, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3542 (0.3614017609003428) | > loader_time: 0.0033 (0.0033564470909737253)  --> TIME: 2024-06-12 00:23:47 -- STEP: 99/330 -- GLOBAL_STEP: 335600 | > loss_disc: 2.4288439750671387 (2.33998226878619) | > loss_disc_real_0: 0.1633223295211792 (0.11063536982795205) | > loss_disc_real_1: 0.2304445207118988 (0.19525374938743284) | > loss_disc_real_2: 0.2562958896160126 (0.20959151438390358) | > loss_disc_real_3: 0.2882522940635681 (0.22846756408912966) | > loss_disc_real_4: 0.24691130220890045 (0.2307579636272758) | > loss_disc_real_5: 0.21811772882938385 (0.22145864066451487) | > loss_0: 2.4288439750671387 (2.33998226878619) | > grad_norm_0: tensor(27.4869, device='cuda:0') (tensor(10.0329, device='cuda:0')) | > loss_gen: 2.504173755645752 (2.5031798728788734) | > loss_kl: 2.0166683197021484 (1.9496979087290138) | > loss_feat: 6.575406074523926 (7.06378951217189) | > loss_mel: 17.28546714782715 (17.36384274261166) | > loss_duration: 1.9986076354980469 (1.9919617778123027) | > loss_1: 30.380321502685547 (30.872471973149462) | > grad_norm_1: tensor(70.1209, device='cuda:0') (tensor(93.5625, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3717 (0.36309544727055715) | > loader_time: 0.0038 (0.003443609584461559)  --> TIME: 2024-06-12 00:23:56 -- STEP: 124/330 -- GLOBAL_STEP: 335625 | > loss_disc: 2.322866439819336 (2.3439664859925555) | > loss_disc_real_0: 0.11397085338830948 (0.11230131001361916) | > loss_disc_real_1: 0.15415073931217194 (0.19571471694977052) | > loss_disc_real_2: 0.2201850414276123 (0.20984547789539054) | > loss_disc_real_3: 0.19309858977794647 (0.22733043879270554) | > loss_disc_real_4: 0.19706209003925323 (0.22939153279988997) | > loss_disc_real_5: 0.19439752399921417 (0.22119227207956776) | > loss_0: 2.322866439819336 (2.3439664859925555) | > grad_norm_0: tensor(6.2074, device='cuda:0') (tensor(10.3268, device='cuda:0')) | > loss_gen: 2.578406572341919 (2.490263033297753) | > loss_kl: 1.9856139421463013 (1.9673432650104645) | > loss_feat: 7.758096218109131 (7.049638448222991) | > loss_mel: 17.996564865112305 (17.394424630749604) | > loss_duration: 1.9936984777450562 (1.995822214311169) | > loss_1: 32.312381744384766 (30.897491701187626) | > grad_norm_1: tensor(178.8262, device='cuda:0') (tensor(94.2017, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3655 (0.3651501497914714) | > loader_time: 0.0042 (0.0035679667226729854)  --> TIME: 2024-06-12 00:24:06 -- STEP: 149/330 -- GLOBAL_STEP: 335650 | > loss_disc: 2.34177827835083 (2.351629137192797) | > loss_disc_real_0: 0.10094863176345825 (0.11298823719156668) | > loss_disc_real_1: 0.2063761204481125 (0.19730450772999117) | > loss_disc_real_2: 0.24356721341609955 (0.21109079264554392) | > loss_disc_real_3: 0.2231893688440323 (0.22883009840578036) | > loss_disc_real_4: 0.19926369190216064 (0.2299624997497405) | > loss_disc_real_5: 0.20435503125190735 (0.2217947878693574) | > loss_0: 2.34177827835083 (2.351629137192797) | > grad_norm_0: tensor(31.7173, device='cuda:0') (tensor(11.0444, device='cuda:0')) | > loss_gen: 2.367302179336548 (2.4883474023550143) | > loss_kl: 2.0105011463165283 (1.975305326833021) | > loss_feat: 6.222198963165283 (7.022462592028932) | > loss_mel: 17.30284881591797 (17.383939659835498) | > loss_duration: 2.0277013778686523 (1.9996773332557423) | > loss_1: 29.930553436279297 (30.869732415116072) | > grad_norm_1: tensor(282.2651, device='cuda:0') (tensor(111.3953, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.357 (0.3671599362520563) | > loader_time: 0.0048 (0.003717916923881377)  --> TIME: 2024-06-12 00:24:16 -- STEP: 174/330 -- GLOBAL_STEP: 335675 | > loss_disc: 2.3573098182678223 (2.351590984169096) | > loss_disc_real_0: 0.11051007360219955 (0.11451473954165804) | > loss_disc_real_1: 0.1392296552658081 (0.19665271994368783) | > loss_disc_real_2: 0.22396335005760193 (0.21068185165353198) | > loss_disc_real_3: 0.2368611991405487 (0.22878497967432282) | > loss_disc_real_4: 0.24345897138118744 (0.22973688075254703) | > loss_disc_real_5: 0.22287991642951965 (0.22089362855272732) | > loss_0: 2.3573098182678223 (2.351590984169096) | > grad_norm_0: tensor(30.8744, device='cuda:0') (tensor(13.1352, device='cuda:0')) | > loss_gen: 2.498600959777832 (2.49008714878696) | > loss_kl: 2.222179889678955 (1.985728397451598) | > loss_feat: 7.187554359436035 (7.021382638777809) | > loss_mel: 17.765216827392578 (17.387724914770015) | > loss_duration: 2.108855724334717 (2.0051376285224127) | > loss_1: 31.78240966796875 (30.890060863275636) | > grad_norm_1: tensor(387.9146, device='cuda:0') (tensor(145.0885, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3813 (0.3700147072474162) | > loader_time: 0.0045 (0.0038371743827030577)  --> TIME: 2024-06-12 00:24:26 -- STEP: 199/330 -- GLOBAL_STEP: 335700 | > loss_disc: 2.427201509475708 (2.349852045576779) | > loss_disc_real_0: 0.1508171558380127 (0.11379008000744648) | > loss_disc_real_1: 0.1604469269514084 (0.19664133029367456) | > loss_disc_real_2: 0.2222580760717392 (0.2109607038785464) | > loss_disc_real_3: 0.24513307213783264 (0.2292994072838644) | > loss_disc_real_4: 0.2434883564710617 (0.2297181377009531) | > loss_disc_real_5: 0.2311083823442459 (0.22074891394706228) | > loss_0: 2.427201509475708 (2.349852045576779) | > grad_norm_0: tensor(36.5242, device='cuda:0') (tensor(14.8340, device='cuda:0')) | > loss_gen: 2.4959280490875244 (2.5041420687383127) | > loss_kl: 1.9114130735397339 (1.9951765375520716) | > loss_feat: 6.112050533294678 (7.067968080990279) | > loss_mel: 17.01483917236328 (17.374906468031988) | > loss_duration: 2.1331496238708496 (2.013707372411412) | > loss_1: 29.667381286621094 (30.9559006331554) | > grad_norm_1: tensor(231.5525, device='cuda:0') (tensor(174.8453, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.3869 (0.37447830899875967) | > loader_time: 0.0048 (0.003962944500410378)  --> TIME: 2024-06-12 00:24:36 -- STEP: 224/330 -- GLOBAL_STEP: 335725 | > loss_disc: 2.3553056716918945 (2.3553265471543625) | > loss_disc_real_0: 0.13851825892925262 (0.11555613086758447) | > loss_disc_real_1: 0.21865583956241608 (0.19777377182617784) | > loss_disc_real_2: 0.1903705596923828 (0.2110982377614293) | > loss_disc_real_3: 0.23105669021606445 (0.22910948969157677) | > loss_disc_real_4: 0.18729375302791595 (0.22994219019476855) | > loss_disc_real_5: 0.17287753522396088 (0.2203164447897247) | > loss_0: 2.3553056716918945 (2.3553265471543625) | > grad_norm_0: tensor(10.5627, device='cuda:0') (tensor(18.3536, device='cuda:0')) | > loss_gen: 2.5672671794891357 (2.5058692055089122) | > loss_kl: 1.9817415475845337 (2.001111493578979) | > loss_feat: 6.971225261688232 (7.063596444470542) | > loss_mel: 16.47507667541504 (17.339145392179486) | > loss_duration: 2.138925313949585 (2.0217390204114576) | > loss_1: 30.134235382080078 (30.93146164076669) | > grad_norm_1: tensor(539.2244, device='cuda:0') (tensor(202.2285, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.4111 (0.3784452389393534) | > loader_time: 0.006 (0.004097230732440949)  --> TIME: 2024-06-12 00:24:47 -- STEP: 249/330 -- GLOBAL_STEP: 335750 | > loss_disc: 2.4359869956970215 (2.3577963271773044) | > loss_disc_real_0: 0.09504956007003784 (0.11681159072551861) | > loss_disc_real_1: 0.1969243884086609 (0.19719747821968722) | > loss_disc_real_2: 0.22607064247131348 (0.21161225868994926) | > loss_disc_real_3: 0.2511959969997406 (0.2292711627650931) | > loss_disc_real_4: 0.23285247385501862 (0.23025627404331683) | > loss_disc_real_5: 0.22235938906669617 (0.22109062574714064) | > loss_0: 2.4359869956970215 (2.3577963271773044) | > grad_norm_0: tensor(20.8431, device='cuda:0') (tensor(18.7211, device='cuda:0')) | > loss_gen: 2.322746753692627 (2.5022448239077515) | > loss_kl: 1.8904005289077759 (2.003358359796456) | > loss_feat: 6.930629253387451 (7.054929147283715) | > loss_mel: 17.103506088256836 (17.29735096008423) | > loss_duration: 2.101487874984741 (2.030438671629114) | > loss_1: 30.348770141601562 (30.88832201823652) | > grad_norm_1: tensor(251.3382, device='cuda:0') (tensor(210.8882, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.4233 (0.3824011963534068) | > loader_time: 0.0053 (0.004228999815791485)  --> TIME: 2024-06-12 00:24:58 -- STEP: 274/330 -- GLOBAL_STEP: 335775 | > loss_disc: 2.3881313800811768 (2.360156317696957) | > loss_disc_real_0: 0.1207098513841629 (0.11792746301821984) | > loss_disc_real_1: 0.17687645554542542 (0.19691640377914818) | > loss_disc_real_2: 0.22705170512199402 (0.21116344685102026) | > loss_disc_real_3: 0.25025200843811035 (0.22929893374225516) | > loss_disc_real_4: 0.24991381168365479 (0.2305932295692228) | > loss_disc_real_5: 0.23593483865261078 (0.22185321375183817) | > loss_0: 2.3881313800811768 (2.360156317696957) | > grad_norm_0: tensor(11.1985, device='cuda:0') (tensor(18.4492, device='cuda:0')) | > loss_gen: 2.4713134765625 (2.495268140396063) | > loss_kl: 2.109410047531128 (2.010031393409647) | > loss_feat: 6.490686893463135 (7.040870445488143) | > loss_mel: 15.534038543701172 (17.245154746257473) | > loss_duration: 2.12174129486084 (2.039019424984925) | > loss_1: 28.727191925048828 (30.830344221017658) | > grad_norm_1: tensor(110.7596, device='cuda:0') (tensor(208.6803, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.4447 (0.38697806501040494) | > loader_time: 0.0058 (0.0043709652267233294)  --> TIME: 2024-06-12 00:25:10 -- STEP: 299/330 -- GLOBAL_STEP: 335800 | > loss_disc: 2.3930463790893555 (2.3674330512018127) | > loss_disc_real_0: 0.1247650682926178 (0.11955411155337474) | > loss_disc_real_1: 0.19234126806259155 (0.19769354996872587) | > loss_disc_real_2: 0.2379836142063141 (0.2115953173426082) | > loss_disc_real_3: 0.24146027863025665 (0.2295394713264644) | > loss_disc_real_4: 0.21227377653121948 (0.23114516045337535) | > loss_disc_real_5: 0.2104022204875946 (0.22255445363928247) | > loss_0: 2.3930463790893555 (2.3674330512018127) | > grad_norm_0: tensor(18.5213, device='cuda:0') (tensor(18.8144, device='cuda:0')) | > loss_gen: 2.3331964015960693 (2.485196075311872) | > loss_kl: 2.0148367881774902 (2.0136694353958453) | > loss_feat: 7.53098726272583 (7.036091753471656) | > loss_mel: 17.510679244995117 (17.19232086194399) | > loss_duration: 2.210315465927124 (2.0497617988682113) | > loss_1: 31.60001564025879 (30.777040015893636) | > grad_norm_1: tensor(300.2319, device='cuda:0') (tensor(215.3333, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.4584 (0.3927275640111304) | > loader_time: 0.0069 (0.0045404202962001415)  --> TIME: 2024-06-12 00:25:24 -- STEP: 324/330 -- GLOBAL_STEP: 335825 | > loss_disc: 2.593691825866699 (2.374081373214723) | > loss_disc_real_0: 0.16488629579544067 (0.12136356492331367) | > loss_disc_real_1: 0.23743104934692383 (0.19897235801190505) | > loss_disc_real_2: 0.16511224210262299 (0.21164630367248138) | > loss_disc_real_3: 0.222730353474617 (0.229941152220155) | > loss_disc_real_4: 0.23791217803955078 (0.23167075713475546) | > loss_disc_real_5: 0.32135292887687683 (0.22295865733866344) | > loss_0: 2.593691825866699 (2.374081373214723) | > grad_norm_0: tensor(23.5136, device='cuda:0') (tensor(19.7568, device='cuda:0')) | > loss_gen: 2.3976078033447266 (2.4812962008111277) | > loss_kl: 2.225947618484497 (2.018745405806437) | > loss_feat: 9.223185539245605 (7.074107072971485) | > loss_mel: 17.494768142700195 (17.147396517388607) | > loss_duration: 2.280878782272339 (2.064168040031269) | > loss_1: 33.62238693237305 (30.78571331942523) | > grad_norm_1: tensor(352.5179, device='cuda:0') (tensor(229.5050, device='cuda:0')) | > current_lr_0: 0.0001821010051858728 | > current_lr_1: 0.0001821010051858728 | > step_time: 0.5875 (0.40402387395317163) | > loader_time: 0.0089 (0.0048321654767165935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.617865562438965 (2.617865562438965) | > loss_disc_real_0: 0.20455946028232574 (0.20455946028232574) | > loss_disc_real_1: 0.2082877904176712 (0.2082877904176712) | > loss_disc_real_2: 0.22122803330421448 (0.22122803330421448) | > loss_disc_real_3: 0.28456148505210876 (0.28456148505210876) | > loss_disc_real_4: 0.24461326003074646 (0.24461326003074646) | > loss_disc_real_5: 0.26538217067718506 (0.26538217067718506) | > loss_0: 2.617865562438965 (2.617865562438965) | > loss_gen: 2.322370767593384 (2.322370767593384) | > loss_kl: 3.2185311317443848 (3.2185311317443848) | > loss_feat: 5.747561931610107 (5.747561931610107) | > loss_mel: 15.176538467407227 (15.176538467407227) | > loss_duration: 3.1132001876831055 (3.1132001876831055) | > loss_1: 29.578201293945312 (29.578201293945312)  --> STEP: 1 | > loss_disc: 2.067049026489258 (2.067049026489258) | > loss_disc_real_0: 0.13543358445167542 (0.13543358445167542) | > loss_disc_real_1: 0.17371812462806702 (0.17371812462806702) | > loss_disc_real_2: 0.20115555822849274 (0.20115555822849274) | > loss_disc_real_3: 0.23799002170562744 (0.23799002170562744) | > loss_disc_real_4: 0.17613889276981354 (0.17613889276981354) | > loss_disc_real_5: 0.21381613612174988 (0.21381613612174988) | > loss_0: 2.067049026489258 (2.067049026489258) | > loss_gen: 2.717288017272949 (2.717288017272949) | > loss_kl: 3.1412065029144287 (3.1412065029144287) | > loss_feat: 6.704400539398193 (6.704400539398193) | > loss_mel: 16.771570205688477 (16.771570205688477) | > loss_duration: 2.425804615020752 (2.425804615020752) | > loss_1: 31.760269165039062 (31.760269165039062)  --> STEP: 2 | > loss_disc: 2.331176519393921 (2.1991127729415894) | > loss_disc_real_0: 0.21150727570056915 (0.17347043007612228) | > loss_disc_real_1: 0.1463344395160675 (0.16002628207206726) | > loss_disc_real_2: 0.20118799805641174 (0.20117177814245224) | > loss_disc_real_3: 0.26957613229751587 (0.25378307700157166) | > loss_disc_real_4: 0.23696959018707275 (0.20655424147844315) | > loss_disc_real_5: 0.22663067281246185 (0.22022340446710587) | > loss_0: 2.331176519393921 (2.1991127729415894) | > loss_gen: 2.5982203483581543 (2.6577541828155518) | > loss_kl: 2.713249444961548 (2.9272279739379883) | > loss_feat: 5.566080093383789 (6.135240316390991) | > loss_mel: 17.97819709777832 (17.3748836517334) | > loss_duration: 2.3839709758758545 (2.4048877954483032) | > loss_1: 31.239717483520508 (31.499993324279785)  --> STEP: 3 | > loss_disc: 2.45257306098938 (2.283599535624186) | > loss_disc_real_0: 0.17615576088428497 (0.17436554034550986) | > loss_disc_real_1: 0.14425629377365112 (0.15476961930592856) | > loss_disc_real_2: 0.24692408740520477 (0.2164225478967031) | > loss_disc_real_3: 0.30867263674736023 (0.27207959691683453) | > loss_disc_real_4: 0.23093150556087494 (0.21467999617258707) | > loss_disc_real_5: 0.3686593770980835 (0.2697020620107651) | > loss_0: 2.45257306098938 (2.283599535624186) | > loss_gen: 2.8012800216674805 (2.705596129099528) | > loss_kl: 3.5539608001708984 (3.136138916015625) | > loss_feat: 6.562167167663574 (6.2775492668151855) | > loss_mel: 15.638579368591309 (16.796115557352703) | > loss_duration: 2.34212064743042 (2.3839654127756753) | > loss_1: 30.898109436035156 (31.299365361531574)  --> STEP: 4 | > loss_disc: 2.6611649990081787 (2.3779909014701843) | > loss_disc_real_0: 0.11681664735078812 (0.15997831709682941) | > loss_disc_real_1: 0.1797654628753662 (0.16101858019828796) | > loss_disc_real_2: 0.2573989927768707 (0.226666659116745) | > loss_disc_real_3: 0.2885851263999939 (0.27620597928762436) | > loss_disc_real_4: 0.1636631041765213 (0.20192577317357063) | > loss_disc_real_5: 0.26208922266960144 (0.26779885217547417) | > loss_0: 2.6611649990081787 (2.3779909014701843) | > loss_gen: 1.9524027109146118 (2.517297774553299) | > loss_kl: 4.049386501312256 (3.3644508123397827) | > loss_feat: 6.815225124359131 (6.411968231201172) | > loss_mel: 17.74620246887207 (17.033637285232544) | > loss_duration: 2.4463257789611816 (2.399555504322052) | > loss_1: 33.00954055786133 (31.726909160614014)  --> STEP: 5 | > loss_disc: 2.309309482574463 (2.36425461769104) | > loss_disc_real_0: 0.1833643913269043 (0.16465553194284438) | > loss_disc_real_1: 0.2196653038263321 (0.1727479249238968) | > loss_disc_real_2: 0.22595734894275665 (0.22652479708194734) | > loss_disc_real_3: 0.21856173872947693 (0.2646771311759949) | > loss_disc_real_4: 0.14164957404136658 (0.18987053334712983) | > loss_disc_real_5: 0.15084096789360046 (0.24440727531909942) | > loss_0: 2.309309482574463 (2.36425461769104) | > loss_gen: 2.362637519836426 (2.486365723609924) | > loss_kl: 3.4043095111846924 (3.3724225521087647) | > loss_feat: 6.614160537719727 (6.452406692504883) | > loss_mel: 18.696584701538086 (17.366226768493654) | > loss_duration: 2.412491798400879 (2.4021427631378174) | > loss_1: 33.49018096923828 (32.079563522338866)  --> STEP: 6 | > loss_disc: 2.5588486194610596 (2.3966869513193765) | > loss_disc_real_0: 0.12272334098815918 (0.15766683345039686) | > loss_disc_real_1: 0.18589948117733002 (0.17493985096613565) | > loss_disc_real_2: 0.2196190506219864 (0.2253738393386205) | > loss_disc_real_3: 0.31156131625175476 (0.27249116202195484) | > loss_disc_real_4: 0.3026215136051178 (0.2086623633901278) | > loss_disc_real_5: 0.34347090125083923 (0.26091787964105606) | > loss_0: 2.5588486194610596 (2.3966869513193765) | > loss_gen: 2.4851648807525635 (2.4861655831336975) | > loss_kl: 2.977421760559082 (3.3065890868504844) | > loss_feat: 6.96829080581665 (6.538387378056844) | > loss_mel: 17.030195236206055 (17.310221513112385) | > loss_duration: 2.2090466022491455 (2.369960069656372) | > loss_1: 31.670120239257812 (32.01132297515869)  --> STEP: 7 | > loss_disc: 2.3298192024230957 (2.387134415762765) | > loss_disc_real_0: 0.18229497969150543 (0.16118514005626952) | > loss_disc_real_1: 0.21638624370098114 (0.18086076421397074) | > loss_disc_real_2: 0.22166764736175537 (0.2248443833419255) | > loss_disc_real_3: 0.26592525839805603 (0.2715531757899693) | > loss_disc_real_4: 0.19411233067512512 (0.20658378728798457) | > loss_disc_real_5: 0.29629072546958923 (0.26597114333084654) | > loss_0: 2.3298192024230957 (2.387134415762765) | > loss_gen: 2.7142388820648193 (2.518747482981001) | > loss_kl: 4.439324378967285 (3.4684084142957414) | > loss_feat: 7.267980575561523 (6.64261497770037) | > loss_mel: 17.329429626464844 (17.312965529305593) | > loss_duration: 2.493098258972168 (2.3875512395586287) | > loss_1: 34.24407196044922 (32.33028711591448)  --> STEP: 8 | > loss_disc: 2.427694797515869 (2.392204463481903) | > loss_disc_real_0: 0.30770188570022583 (0.17949973326176405) | > loss_disc_real_1: 0.1494336575269699 (0.17693237587809563) | > loss_disc_real_2: 0.20675891637802124 (0.22258369997143745) | > loss_disc_real_3: 0.2539907693862915 (0.2693578749895096) | > loss_disc_real_4: 0.24953824281692505 (0.21195309422910213) | > loss_disc_real_5: 0.24948133528232574 (0.2639099173247814) | > loss_0: 2.427694797515869 (2.392204463481903) | > loss_gen: 2.6496453285217285 (2.5351097136735916) | > loss_kl: 3.3048014640808105 (3.447957545518875) | > loss_feat: 6.676910400390625 (6.646901905536652) | > loss_mel: 17.43145751953125 (17.3277770280838) | > loss_duration: 2.2278969287872314 (2.367594450712204) | > loss_1: 32.29071044921875 (32.325340032577515)  --> STEP: 9 | > loss_disc: 2.1779046058654785 (2.3683933681911893) | > loss_disc_real_0: 0.24092356860637665 (0.1863246038556099) | > loss_disc_real_1: 0.09882646054029465 (0.1682539408405622) | > loss_disc_real_2: 0.31001076102256775 (0.23229781786600748) | > loss_disc_real_3: 0.211077019572258 (0.26288222438759273) | > loss_disc_real_4: 0.1435318887233734 (0.20435073806179893) | > loss_disc_real_5: 0.19931328296661377 (0.2567325135072072) | > loss_0: 2.1779046058654785 (2.3683933681911893) | > loss_gen: 2.6475141048431396 (2.547599090470208) | > loss_kl: 2.7972023487091064 (3.375651412540012) | > loss_feat: 8.599733352661133 (6.863883177439372) | > loss_mel: 18.05341339111328 (17.40840329064263) | > loss_duration: 2.1856510639190674 (2.3473785188463) | > loss_1: 34.283512115478516 (32.542914708455406)  --> STEP: 10 | > loss_disc: 2.2353267669677734 (2.3550867080688476) | > loss_disc_real_0: 0.07651441544294357 (0.17534358501434327) | > loss_disc_real_1: 0.13273441791534424 (0.16470198854804038) | > loss_disc_real_2: 0.20630306005477905 (0.22969834208488465) | > loss_disc_real_3: 0.2564902901649475 (0.2622430309653282) | > loss_disc_real_4: 0.1927862912416458 (0.20319429337978362) | > loss_disc_real_5: 0.19349411129951477 (0.250408673286438) | > loss_0: 2.2353267669677734 (2.3550867080688476) | > loss_gen: 2.404370069503784 (2.5332761883735655) | > loss_kl: 3.3902270793914795 (3.3771089792251585) | > loss_feat: 7.010432720184326 (6.878538131713867) | > loss_mel: 18.572772979736328 (17.524840259552) | > loss_duration: 2.3520941734313965 (2.3478500843048096) | > loss_1: 33.729896545410156 (32.66161289215088)  --> STEP: 11 | > loss_disc: 2.5850095748901367 (2.375988786870783) | > loss_disc_real_0: 0.1907798945903778 (0.17674688588489185) | > loss_disc_real_1: 0.19852574169635773 (0.16777687519788742) | > loss_disc_real_2: 0.288030207157135 (0.23500123890963467) | > loss_disc_real_3: 0.3272917866706848 (0.2681565542112697) | > loss_disc_real_4: 0.29057663679122925 (0.21113814278082413) | > loss_disc_real_5: 0.3740018606185913 (0.261644417589361) | > loss_0: 2.5850095748901367 (2.375988786870783) | > loss_gen: 2.89684796333313 (2.5663281679153442) | > loss_kl: 3.376375198364258 (3.3770422718741675) | > loss_feat: 6.769852161407471 (6.86865758895874) | > loss_mel: 17.991975784301758 (17.567307125438344) | > loss_duration: 2.5129318237304688 (2.3628575151616875) | > loss_1: 33.54798126220703 (32.74219183488326)  --> STEP: 12 | > loss_disc: 2.7468039989471436 (2.406890054543813) | > loss_disc_real_0: 0.2398766726255417 (0.18200770144661269) | > loss_disc_real_1: 0.18093016743659973 (0.16887298288444677) | > loss_disc_real_2: 0.26954591274261475 (0.23787996172904968) | > loss_disc_real_3: 0.27783533930778503 (0.26896311963597935) | > loss_disc_real_4: 0.24389003217220306 (0.21386746689677238) | > loss_disc_real_5: 0.35453343391418457 (0.269385168949763) | > loss_0: 2.7468039989471436 (2.406890054543813) | > loss_gen: 2.507983446121216 (2.5614661077658334) | > loss_kl: 3.051506757736206 (3.349914312362671) | > loss_feat: 5.184199810028076 (6.728286107381185) | > loss_mel: 16.46485710144043 (17.475436290105183) | > loss_duration: 2.2328062057495117 (2.3520199060440063) | > loss_1: 29.44135284423828 (32.46712191899618)  --> STEP: 13 | > loss_disc: 2.5881528854370117 (2.4208333492279053) | > loss_disc_real_0: 0.27192822098731995 (0.18892466448820555) | > loss_disc_real_1: 0.1803569495677948 (0.16975636493701202) | > loss_disc_real_2: 0.34081509709358215 (0.24579804906478295) | > loss_disc_real_3: 0.2762545347213745 (0.2695239977194713) | > loss_disc_real_4: 0.23195981979370117 (0.2152591863503823) | > loss_disc_real_5: 0.29428091645240784 (0.27130022644996643) | > loss_0: 2.5881528854370117 (2.4208333492279053) | > loss_gen: 2.7746968269348145 (2.577868470778832) | > loss_kl: 2.8462512493133545 (3.311170999820416) | > loss_feat: 6.22841739654541 (6.689834668086125) | > loss_mel: 16.139144897460938 (17.372644644517166) | > loss_duration: 2.1766059398651123 (2.3385265240302453) | > loss_1: 30.165115356445312 (32.29004449110765)  --> STEP: 14 | > loss_disc: 2.4928641319274902 (2.4259784051350186) | > loss_disc_real_0: 0.21189817786216736 (0.19056562972920282) | > loss_disc_real_1: 0.10392854362726212 (0.1650543777006013) | > loss_disc_real_2: 0.1978348046541214 (0.24237210303544998) | > loss_disc_real_3: 0.29858413338661194 (0.27159972169569563) | > loss_disc_real_4: 0.2407286912202835 (0.21707843669823237) | > loss_disc_real_5: 0.33261191844940186 (0.2756796330213547) | > loss_0: 2.4928641319274902 (2.4259784051350186) | > loss_gen: 2.5393564701080322 (2.5751176135880605) | > loss_kl: 3.336423873901367 (3.3129747765404836) | > loss_feat: 7.1366496086120605 (6.721750020980835) | > loss_mel: 17.505191802978516 (17.382112298692977) | > loss_duration: 2.4436657428741455 (2.346036468233381) | > loss_1: 32.96128845214844 (32.33799048832485)  --> STEP: 15 | > loss_disc: 2.606964111328125 (2.4380441188812254) | > loss_disc_real_0: 0.23028066754341125 (0.1932132989168167) | > loss_disc_real_1: 0.1811412274837494 (0.16612683435281117) | > loss_disc_real_2: 0.30513796210289 (0.24655649363994597) | > loss_disc_real_3: 0.2571317255496979 (0.27063518861929575) | > loss_disc_real_4: 0.22634518146514893 (0.21769621968269348) | > loss_disc_real_5: 0.2498670369386673 (0.27395879328250883) | > loss_0: 2.606964111328125 (2.4380441188812254) | > loss_gen: 2.492736577987671 (2.5696255445480345) | > loss_kl: 3.5008857250213623 (3.3255021731058756) | > loss_feat: 7.911475658416748 (6.801065063476562) | > loss_mel: 17.377864837646484 (17.38182913462321) | > loss_duration: 2.3630430698394775 (2.3471702416737874) | > loss_1: 33.6460075378418 (32.42519162495931)  --> STEP: 16 | > loss_disc: 2.6565752029418945 (2.4517023116350174) | > loss_disc_real_0: 0.39205828309059143 (0.20564111042767763) | > loss_disc_real_1: 0.1728568822145462 (0.16654746234416962) | > loss_disc_real_2: 0.29985013604164124 (0.24988734629005194) | > loss_disc_real_3: 0.26128089427948 (0.27005054522305727) | > loss_disc_real_4: 0.26671290397644043 (0.22075976245105267) | > loss_disc_real_5: 0.3439692556858063 (0.27833444718271494) | > loss_0: 2.6565752029418945 (2.4517023116350174) | > loss_gen: 2.835416316986084 (2.5862374678254128) | > loss_kl: 2.827235221862793 (3.294360488653183) | > loss_feat: 6.537889003753662 (6.784616559743881) | > loss_mel: 16.98682975769043 (17.35714167356491) | > loss_duration: 2.4009976387023926 (2.3505344539880753) | > loss_1: 31.588367462158203 (32.37289011478424)  --> STEP: 17 | > loss_disc: 2.6255745887756348 (2.461930092643289) | > loss_disc_real_0: 0.21896764636039734 (0.2064250243060729) | > loss_disc_real_1: 0.22262218594551086 (0.1698459754971897) | > loss_disc_real_2: 0.29295891523361206 (0.2524209679926143) | > loss_disc_real_3: 0.3313559293746948 (0.27365674429080067) | > loss_disc_real_4: 0.2737671434879303 (0.22387784368851604) | > loss_disc_real_5: 0.314665287733078 (0.2804715554503834) | > loss_0: 2.6255745887756348 (2.461930092643289) | > loss_gen: 2.5741183757781982 (2.5855245800579296) | > loss_kl: 2.91304349899292 (3.271930077496697) | > loss_feat: 5.236598491668701 (6.693556673386517) | > loss_mel: 16.64325714111328 (17.31514846577364) | > loss_duration: 2.4828059673309326 (2.3583151312435375) | > loss_1: 29.849822998046875 (32.224474402034986)  --> STEP: 18 | > loss_disc: 2.312936782836914 (2.453652686542935) | > loss_disc_real_0: 0.10896384716033936 (0.20101051446464327) | > loss_disc_real_1: 0.12173974514007568 (0.16717340714401668) | > loss_disc_real_2: 0.23316778242588043 (0.2513513465722402) | > loss_disc_real_3: 0.28031572699546814 (0.2740266877743933) | > loss_disc_real_4: 0.21740636229515076 (0.22351831694444022) | > loss_disc_real_5: 0.353573739528656 (0.2845327878991763) | > loss_0: 2.312936782836914 (2.453652686542935) | > loss_gen: 2.8239152431488037 (2.5987685057852) | > loss_kl: 3.2673838138580322 (3.271677507294549) | > loss_feat: 9.305017471313477 (6.838637828826904) | > loss_mel: 16.500667572021484 (17.269899527231853) | > loss_duration: 2.2544379234313965 (2.352544175253974) | > loss_1: 34.15142059326172 (32.33152696821425)  --> STEP: 19 | > loss_disc: 2.4434871673583984 (2.453117659217433) | > loss_disc_real_0: 0.22549137473106384 (0.20229898079445488) | > loss_disc_real_1: 0.1856655329465866 (0.16814667692309931) | > loss_disc_real_2: 0.22474518418312073 (0.24995102223597074) | > loss_disc_real_3: 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2.618529796600342 (2.4613882660865785) | > loss_gen: 2.7287302017211914 (2.598963588476181) | > loss_kl: 2.376939535140991 (3.175293302536011) | > loss_feat: 6.39076566696167 (6.781137084960937) | > loss_mel: 18.175342559814453 (17.316547250747682) | > loss_duration: 2.2856996059417725 (2.350649344921112) | > loss_1: 31.957475662231445 (32.22258996963501)  --> STEP: 21 | > loss_disc: 2.385728120803833 (2.4577854020254954) | > loss_disc_real_0: 0.15221965312957764 (0.2003984571922393) | > loss_disc_real_1: 0.24169810116291046 (0.17425268391768137) | > loss_disc_real_2: 0.24509964883327484 (0.24830830877735502) | > loss_disc_real_3: 0.244956836104393 (0.2759335459697814) | > loss_disc_real_4: 0.18620507419109344 (0.22381011077335902) | > loss_disc_real_5: 0.27891117334365845 (0.2864521280640647) | > loss_0: 2.385728120803833 (2.4577854020254954) | > loss_gen: 2.54710054397583 (2.59649391969045) | > loss_kl: 1.9690674543380737 (3.117853976431347) | > loss_feat: 6.215713024139404 (6.754212129683721) | > loss_mel: 16.08380126953125 (17.257845061165945) | > loss_duration: 2.2177767753601074 (2.3443220797039213) | > loss_1: 29.033458709716797 (32.070726576305574)  --> STEP: 22 | > loss_disc: 2.442434310913086 (2.4570876251567495) | > loss_disc_real_0: 0.14322829246520996 (0.1977998133410107) | > loss_disc_real_1: 0.14838150143623352 (0.17307672107761557) | > loss_disc_real_2: 0.26710832118988037 (0.24916285479610617) | > loss_disc_real_3: 0.2576511800289154 (0.2751025293361057) | > loss_disc_real_4: 0.2471853494644165 (0.22487262162295255) | > loss_disc_real_5: 0.27889811992645264 (0.2861087640578096) | > loss_0: 2.442434310913086 (2.4570876251567495) | > loss_gen: 2.6813735961914062 (2.6003520868041297) | > loss_kl: 2.393702745437622 (3.084938011386178) | > loss_feat: 7.494759559631348 (6.7878733764995225) | > loss_mel: 18.1395263671875 (17.297921484166924) | > loss_duration: 2.2092227935791016 (2.3381812030618843) | > loss_1: 32.91858673095703 (32.10926567424428)  --> STEP: 23 | > loss_disc: 2.4277119636535645 (2.4558104224826978) | > loss_disc_real_0: 0.31961655616760254 (0.203096193463906) | > loss_disc_real_1: 0.13517522811889648 (0.1714288300794104) | > loss_disc_real_2: 0.22586339712142944 (0.24814983489720718) | > loss_disc_real_3: 0.2227286994457245 (0.2728254062973935) | > loss_disc_real_4: 0.19109630584716797 (0.22340408615444018) | > loss_disc_real_5: 0.31396588683128357 (0.2873199433088302) | > loss_0: 2.4277119636535645 (2.4558104224826978) | > loss_gen: 2.731916666030884 (2.606072285900945) | > loss_kl: 2.926180124282837 (3.0780354945555977) | > loss_feat: 6.654915809631348 (6.7820926127226455) | > loss_mel: 16.394676208496094 (17.258649950442106) | > loss_duration: 2.2794463634490967 (2.3356275143830674) | > loss_1: 30.98713493347168 (32.06047738116721)  --> STEP: 24 | > loss_disc: 2.5290310382843018 (2.4588612814744315) | > loss_disc_real_0: 0.24625177681446075 (0.20489434277017912) | > loss_disc_real_1: 0.21600443124771118 (0.17328614679475626) | > loss_disc_real_2: 0.20719094574451447 (0.24644321451584497) | > loss_disc_real_3: 0.28181901574134827 (0.27320014002422494) | > loss_disc_real_4: 0.2931886315345764 (0.22631177554527918) | > loss_disc_real_5: 0.31985750794410706 (0.2886756751686334) | > loss_0: 2.5290310382843018 (2.4588612814744315) | > loss_gen: 2.611933708190918 (2.606316511829694) | > loss_kl: 2.7116682529449463 (3.0627701928218207) | > loss_feat: 4.997110366821289 (6.707718352476756) | > loss_mel: 18.97123908996582 (17.330007831255596) | > loss_duration: 2.4625437259674072 (2.340915689865748) | > loss_1: 31.754493713378906 (32.04772806167603)  --> STEP: 25 | > loss_disc: 2.762667655944824 (2.4710135364532473) | > loss_disc_real_0: 0.40062856674194336 (0.2127237117290497) | > loss_disc_real_1: 0.18578599393367767 (0.17378614068031312) | > loss_disc_real_2: 0.27229437232017517 (0.2474772608280182) | > loss_disc_real_3: 0.29564017057418823 (0.27409774124622344) | > loss_disc_real_4: 0.23576584458351135 (0.22668993830680848) | > loss_disc_real_5: 0.32913702726364136 (0.2902941292524337) | > loss_0: 2.762667655944824 (2.4710135364532473) | > loss_gen: 2.817716121673584 (2.6147724962234498) | > loss_kl: 2.534184217453003 (3.041626753807068) | > loss_feat: 7.3794169425964355 (6.734586296081543) | > loss_mel: 15.122937202453613 (17.241725006103515) | > loss_duration: 2.3520095348358154 (2.3413594436645506) | > loss_1: 30.206262588500977 (31.974069442749034)  --> STEP: 26 | > loss_disc: 2.804165840148926 (2.4838270865953884) | > loss_disc_real_0: 0.22051458060741425 (0.2130233605320637) | > loss_disc_real_1: 0.19123370945453644 (0.17445720101778323) | > loss_disc_real_2: 0.2235153168439865 (0.24655564759786314) | > loss_disc_real_3: 0.24946537613868713 (0.2731503425882413) | > loss_disc_real_4: 0.19320598244667053 (0.22540209385064933) | > loss_disc_real_5: 0.2432364672422409 (0.2884842191751186) | > loss_0: 2.804165840148926 (2.4838270865953884) | > loss_gen: 2.1398987770080566 (2.596508122407473) | > loss_kl: 2.6791882514953613 (3.027686811410464) | > loss_feat: 9.995445251464844 (6.86000394821167) | > loss_mel: 20.963083267211914 (17.384854169992302) | > loss_duration: 2.3080196380615234 (2.3400771434490495) | > loss_1: 38.08563995361328 (32.209129847013045) --> EVAL PERFORMANCE | > avg_loader_time: 0.002474207144517164 (-0.00013427550976093106) | > avg_loss_disc: 2.4838270865953884 (+0.027413313205425283) | > avg_loss_disc_real_0: 0.2130233605320637 (+0.07172796359428987) | > avg_loss_disc_real_1: 0.17445720101778323 (-0.06986901278679192) | > avg_loss_disc_real_2: 0.24655564759786314 (+0.001668684184551239) | > avg_loss_disc_real_3: 0.2731503425882413 (+0.02883796909680733) | > avg_loss_disc_real_4: 0.22540209385064933 (-0.024355772023017586) | > avg_loss_disc_real_5: 0.2884842191751186 (+0.035338192605055274) | > avg_loss_0: 2.4838270865953884 (+0.027413313205425283) | > avg_loss_gen: 2.596508122407473 (+0.11639035206574677) | > avg_loss_kl: 3.027686811410464 (+0.04108211168876075) | > avg_loss_feat: 6.86000394821167 (+0.08415855811192419) | > avg_loss_mel: 17.384854169992302 (+0.17703430469219938) | > avg_loss_duration: 2.3400771434490495 (-0.008289098739624468) | > avg_loss_1: 32.209129847013045 (+0.4103759618906011)  > EPOCH: 751/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:25:47)   --> TIME: 2024-06-12 00:25:55 -- STEP: 19/330 -- GLOBAL_STEP: 335850 | > loss_disc: 2.334311008453369 (2.346830669202302) | > loss_disc_real_0: 0.09856132417917252 (0.1051530210595382) | > loss_disc_real_1: 0.19942781329154968 (0.20109185419584574) | > loss_disc_real_2: 0.20162521302700043 (0.20795953273773193) | > loss_disc_real_3: 0.2102031260728836 (0.22740902947752098) | > loss_disc_real_4: 0.22919534146785736 (0.2271510527322167) | > loss_disc_real_5: 0.2339199036359787 (0.22203277600438973) | > loss_0: 2.334311008453369 (2.346830669202302) | > grad_norm_0: tensor(7.0595, device='cuda:0') (tensor(11.3650, device='cuda:0')) | > loss_gen: 2.4252147674560547 (2.4561928071473775) | > loss_kl: 2.017498731613159 (1.863244615103069) | > loss_feat: 7.502495765686035 (6.763241868270071) | > loss_mel: 17.375200271606445 (17.452137294568512) | > loss_duration: 1.96285080909729 (2.046306472075613) | > loss_1: 31.283260345458984 (30.58112274973016) | > grad_norm_1: tensor(121.9201, device='cuda:0') (tensor(157.5695, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.361 (0.3611539037604081) | > loader_time: 0.0029 (0.003048859144511976)  --> TIME: 2024-06-12 00:26:04 -- STEP: 44/330 -- GLOBAL_STEP: 335875 | > loss_disc: 2.3378562927246094 (2.3431246226484124) | > loss_disc_real_0: 0.08526453375816345 (0.1057997066527605) | > loss_disc_real_1: 0.2017100751399994 (0.19645697250962257) | > loss_disc_real_2: 0.2015489637851715 (0.20798070525581186) | > loss_disc_real_3: 0.20145893096923828 (0.22721966796300627) | > loss_disc_real_4: 0.21400398015975952 (0.23066058991984886) | > loss_disc_real_5: 0.22467266023159027 (0.22508097236806696) | > loss_0: 2.3378562927246094 (2.3431246226484124) | > grad_norm_0: tensor(13.1816, device='cuda:0') (tensor(11.6441, device='cuda:0')) | > loss_gen: 2.4981727600097656 (2.4792976271022447) | > loss_kl: 1.97651207447052 (1.9015334384007887) | > loss_feat: 7.464543342590332 (6.910146507349881) | > loss_mel: 17.837032318115234 (17.482301538640804) | > loss_duration: 1.9045382738113403 (2.0017844763669097) | > loss_1: 31.68079948425293 (30.775063558058307) | > grad_norm_1: tensor(269.1845, device='cuda:0') (tensor(156.2766, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.3804 (0.363540763204748) | > loader_time: 0.0036 (0.0032552209767428304)  --> TIME: 2024-06-12 00:26:14 -- STEP: 69/330 -- GLOBAL_STEP: 335900 | > loss_disc: 2.318366289138794 (2.3416544492693916) | > loss_disc_real_0: 0.07928409427404404 (0.10747262846300568) | > loss_disc_real_1: 0.20223723351955414 (0.1974555888901586) | > loss_disc_real_2: 0.2327137440443039 (0.20931661776874377) | > loss_disc_real_3: 0.25008726119995117 (0.2277637916630593) | > loss_disc_real_4: 0.2287328839302063 (0.23000591971736023) | > loss_disc_real_5: 0.21945050358772278 (0.22316270116446674) | > loss_0: 2.318366289138794 (2.3416544492693916) | > grad_norm_0: tensor(14.5161, device='cuda:0') (tensor(12.3584, device='cuda:0')) | > loss_gen: 2.469705104827881 (2.483005451119464) | > loss_kl: 2.0355091094970703 (1.9409293661946836) | > loss_feat: 7.377058982849121 (6.9565805283145625) | > loss_mel: 16.84588623046875 (17.36318647688714) | > loss_duration: 1.939925193786621 (1.9914599639782002) | > loss_1: 30.66808319091797 (30.735161795132402) | > grad_norm_1: tensor(183.3788, device='cuda:0') (tensor(162.1390, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.38 (0.36499162687771564) | > loader_time: 0.0036 (0.003424399140952289)  --> TIME: 2024-06-12 00:26:23 -- STEP: 94/330 -- GLOBAL_STEP: 335925 | > loss_disc: 2.38604736328125 (2.3525725653830993) | > loss_disc_real_0: 0.14535057544708252 (0.1103675272712048) | > loss_disc_real_1: 0.2014317661523819 (0.19859333843626875) | > loss_disc_real_2: 0.17949634790420532 (0.2103769484352558) | > loss_disc_real_3: 0.22311943769454956 (0.22850251213667241) | > loss_disc_real_4: 0.22795690596103668 (0.23002185434737105) | > loss_disc_real_5: 0.18714533746242523 (0.22320418868293154) | > loss_0: 2.38604736328125 (2.3525725653830993) | > grad_norm_0: tensor(10.0125, device='cuda:0') (tensor(11.9739, device='cuda:0')) | > loss_gen: 2.4611198902130127 (2.4780683289182943) | > loss_kl: 2.2507388591766357 (1.9601160173720502) | > loss_feat: 7.527881145477295 (6.96367195312013) | > loss_mel: 17.779857635498047 (17.370969417247363) | > loss_duration: 2.013815402984619 (1.990349840610585) | > loss_1: 32.03341293334961 (30.763175517954725) | > grad_norm_1: tensor(54.8711, device='cuda:0') (tensor(145.9063, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.3534 (0.3686283065917645) | > loader_time: 0.004 (0.0035420326476401465)  --> TIME: 2024-06-12 00:26:33 -- STEP: 119/330 -- GLOBAL_STEP: 335950 | > loss_disc: 2.3263752460479736 (2.3522732257843026) | > loss_disc_real_0: 0.11729663610458374 (0.11091342123867083) | > loss_disc_real_1: 0.20107874274253845 (0.19814747096109792) | > loss_disc_real_2: 0.17367222905158997 (0.2107044762673498) | > loss_disc_real_3: 0.2280489206314087 (0.22882002441822982) | > loss_disc_real_4: 0.23554714024066925 (0.23003422512727625) | > loss_disc_real_5: 0.20766538381576538 (0.22337344702051468) | > loss_0: 2.3263752460479736 (2.3522732257843026) | > grad_norm_0: tensor(20.3220, device='cuda:0') (tensor(11.7267, device='cuda:0')) | > loss_gen: 2.5025079250335693 (2.4769397863820823) | > loss_kl: 1.9935158491134644 (1.974224647554029) | > loss_feat: 7.822595596313477 (6.994081889881807) | > loss_mel: 17.685041427612305 (17.345935476928197) | > loss_duration: 1.9959111213684082 (1.9928782687467685) | > loss_1: 31.999570846557617 (30.784059941267767) | > grad_norm_1: tensor(251.3703, device='cuda:0') (tensor(146.0731, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.3888 (0.36973121386616176) | > loader_time: 0.0039 (0.0036517311544979314)  --> TIME: 2024-06-12 00:26:42 -- STEP: 144/330 -- GLOBAL_STEP: 335975 | > loss_disc: 2.356940746307373 (2.3554503222306575) | > loss_disc_real_0: 0.1252804398536682 (0.11239719095950325) | > loss_disc_real_1: 0.1852375864982605 (0.19759364581356442) | > loss_disc_real_2: 0.18187789618968964 (0.21080734684235522) | > loss_disc_real_3: 0.25504857301712036 (0.2290308860441049) | > loss_disc_real_4: 0.2646508514881134 (0.23149314439958996) | > loss_disc_real_5: 0.2275816649198532 (0.2240604626842671) | > loss_0: 2.356940746307373 (2.3554503222306575) | > grad_norm_0: tensor(31.4355, device='cuda:0') (tensor(12.6622, device='cuda:0')) | > loss_gen: 2.49787974357605 (2.4786504109700522) | > loss_kl: 2.0867981910705566 (1.983824045293861) | > loss_feat: 7.631054401397705 (7.002515474955241) | > loss_mel: 17.770044326782227 (17.328423294756146) | > loss_duration: 1.9874173402786255 (1.9976067228449716) | > loss_1: 31.97319221496582 (30.791019823816086) | > grad_norm_1: tensor(151.8957, device='cuda:0') (tensor(162.8486, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.3992 (0.3709004405472015) | > loader_time: 0.0039 (0.0037387460470199585)  --> TIME: 2024-06-12 00:26:52 -- STEP: 169/330 -- GLOBAL_STEP: 336000 | > loss_disc: 2.375260829925537 (2.3549269402520894) | > loss_disc_real_0: 0.08546026051044464 (0.11324559769334172) | > loss_disc_real_1: 0.19538898766040802 (0.19753071277804624) | > loss_disc_real_2: 0.22704020142555237 (0.2109021885684256) | > loss_disc_real_3: 0.23419634997844696 (0.22835181962103535) | > loss_disc_real_4: 0.22867606580257416 (0.23082373145769333) | > loss_disc_real_5: 0.2129671275615692 (0.2234846222153782) | > loss_0: 2.375260829925537 (2.3549269402520894) | > grad_norm_0: tensor(17.4056, device='cuda:0') (tensor(15.4347, device='cuda:0')) | > loss_gen: 2.724214792251587 (2.489519205319105) | > loss_kl: 1.9700084924697876 (1.9942187444698176) | > loss_feat: 7.4855523109436035 (7.0206454491474215) | > loss_mel: 17.312284469604492 (17.325818987287708) | > loss_duration: 2.054901123046875 (2.002729169715791) | > loss_1: 31.546960830688477 (30.83293143955208) | > grad_norm_1: tensor(456.7119, device='cuda:0') (tensor(189.4174, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.3878 (0.37296311107612945) | > loader_time: 0.005 (0.0038519201899421284) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_336000.pth  --> TIME: 2024-06-12 00:27:07 -- STEP: 194/330 -- GLOBAL_STEP: 336025 | > loss_disc: 2.4417929649353027 (2.3577142302522947) | > loss_disc_real_0: 0.17788338661193848 (0.11424025977702484) | > loss_disc_real_1: 0.17248128354549408 (0.19764413922717888) | > loss_disc_real_2: 0.23842079937458038 (0.2115710018989966) | > loss_disc_real_3: 0.22503580152988434 (0.22928960521503822) | > loss_disc_real_4: 0.2784530222415924 (0.23092868701391614) | > loss_disc_real_5: 0.2868754267692566 (0.2222420748361607) | > loss_0: 2.4417929649353027 (2.3577142302522947) | > grad_norm_0: tensor(67.1841, device='cuda:0') (tensor(17.4849, device='cuda:0')) | > loss_gen: 2.569561719894409 (2.495833722586484) | > loss_kl: 2.0683531761169434 (2.0014250690175084) | > loss_feat: 6.889966011047363 (7.028991458342247) | > loss_mel: 17.372425079345703 (17.318190382927956) | > loss_duration: 2.0398833751678467 (2.0101112440689315) | > loss_1: 30.940187454223633 (30.854551836387397) | > grad_norm_1: tensor(420.3373, device='cuda:0') (tensor(214.4052, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.3858 (0.37571068891544945) | > loader_time: 0.0047 (0.003963519617454295)  --> TIME: 2024-06-12 00:27:17 -- STEP: 219/330 -- GLOBAL_STEP: 336050 | > loss_disc: 2.262950897216797 (2.3580385909232917) | > loss_disc_real_0: 0.06814830005168915 (0.11516753727034347) | > loss_disc_real_1: 0.1656557023525238 (0.197560319073124) | > loss_disc_real_2: 0.20828711986541748 (0.21205678854358795) | > loss_disc_real_3: 0.23159539699554443 (0.2295597774661295) | > loss_disc_real_4: 0.23419350385665894 (0.23114172916978462) | > loss_disc_real_5: 0.2111372947692871 (0.22174441004724807) | > loss_0: 2.262950897216797 (2.3580385909232917) | > grad_norm_0: tensor(30.6081, device='cuda:0') (tensor(19.6098, device='cuda:0')) | > loss_gen: 2.7269508838653564 (2.50788960391528) | > loss_kl: 2.293429136276245 (2.009534386739339) | > loss_feat: 7.950710296630859 (7.052313915670735) | > loss_mel: 17.8588809967041 (17.310460526104933) | > loss_duration: 2.0831923484802246 (2.01809475792053) | > loss_1: 32.91316223144531 (30.89829313374001) | > grad_norm_1: tensor(697.9853, device='cuda:0') (tensor(243.7467, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.4047 (0.37888439278624386) | > loader_time: 0.0052 (0.0040832796053255)  --> TIME: 2024-06-12 00:27:28 -- STEP: 244/330 -- GLOBAL_STEP: 336075 | > loss_disc: 2.561227560043335 (2.3579565237780087) | > loss_disc_real_0: 0.10035903751850128 (0.11597435414546826) | > loss_disc_real_1: 0.19625207781791687 (0.19816028662636628) | > loss_disc_real_2: 0.22239169478416443 (0.21166689864924695) | > loss_disc_real_3: 0.24887321889400482 (0.22961056177489092) | > loss_disc_real_4: 0.24612337350845337 (0.23096134941108892) | > loss_disc_real_5: 0.23613356053829193 (0.2209580016062885) | > loss_0: 2.561227560043335 (2.3579565237780087) | > grad_norm_0: tensor(23.0127, device='cuda:0') (tensor(21.3646, device='cuda:0')) | > loss_gen: 2.379424571990967 (2.5077010862162856) | > loss_kl: 1.933280110359192 (2.0081674774162095) | > loss_feat: 6.630375862121582 (7.035468316469037) | > loss_mel: 16.732952117919922 (17.26183643497405) | > loss_duration: 2.041093111038208 (2.0272940695285784) | > loss_1: 29.717126846313477 (30.8404673591989) | > grad_norm_1: tensor(153.3524, device='cuda:0') (tensor(260.7225, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.4283 (0.38356481223809924) | > loader_time: 0.0054 (0.004218444472453635)  --> TIME: 2024-06-12 00:27:39 -- STEP: 269/330 -- GLOBAL_STEP: 336100 | > loss_disc: 2.3817663192749023 (2.3589428481559325) | > loss_disc_real_0: 0.12641090154647827 (0.11690732257849222) | > loss_disc_real_1: 0.18223613500595093 (0.19795327159995038) | > loss_disc_real_2: 0.21405281126499176 (0.21194344393382727) | > loss_disc_real_3: 0.2203545719385147 (0.22935012453772322) | > loss_disc_real_4: 0.2509201765060425 (0.23136796854907252) | > loss_disc_real_5: 0.22392623126506805 (0.2216128586171728) | > loss_0: 2.3817663192749023 (2.3589428481559325) | > grad_norm_0: tensor(6.9076, device='cuda:0') (tensor(21.1263, device='cuda:0')) | > loss_gen: 2.2983906269073486 (2.5020842295153876) | > loss_kl: 2.03743839263916 (2.0106971582958684) | > loss_feat: 7.491810321807861 (7.043030818598865) | > loss_mel: 16.344959259033203 (17.219718302049603) | > loss_duration: 2.1334128379821777 (2.0356264065632583) | > loss_1: 30.306013107299805 (30.811156872036733) | > grad_norm_1: tensor(109.2367, device='cuda:0') (tensor(260.0313, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.4461 (0.3886312897763731) | > loader_time: 0.0061 (0.004367826596511786)  --> TIME: 2024-06-12 00:27:51 -- STEP: 294/330 -- GLOBAL_STEP: 336125 | > loss_disc: 2.509350538253784 (2.364042741911751) | > loss_disc_real_0: 0.17647141218185425 (0.11864229811190748) | > loss_disc_real_1: 0.20334556698799133 (0.19816674687424488) | > loss_disc_real_2: 0.23706111311912537 (0.21221509844470185) | > loss_disc_real_3: 0.26550766825675964 (0.22945747195052452) | > loss_disc_real_4: 0.26526811718940735 (0.23143902811266126) | > loss_disc_real_5: 0.25494760274887085 (0.22167422399431674) | > loss_0: 2.509350538253784 (2.364042741911751) | > grad_norm_0: tensor(17.1190, device='cuda:0') (tensor(20.9415, device='cuda:0')) | > loss_gen: 2.3654327392578125 (2.4940101840869104) | > loss_kl: 1.9715763330459595 (2.0112447665662185) | > loss_feat: 6.491619110107422 (7.037522646845604) | > loss_mel: 16.680213928222656 (17.18649048383544) | > loss_duration: 2.188598155975342 (2.0459135766742973) | > loss_1: 29.69744110107422 (30.775181627597938) | > grad_norm_1: tensor(235.4407, device='cuda:0') (tensor(256.1315, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.4525 (0.39438644477299284) | > loader_time: 0.0065 (0.00451760632651193)  --> TIME: 2024-06-12 00:28:04 -- STEP: 319/330 -- GLOBAL_STEP: 336150 | > loss_disc: 2.482187271118164 (2.369208601201216) | > loss_disc_real_0: 0.1796366423368454 (0.12002014940995781) | > loss_disc_real_1: 0.21109230816364288 (0.19814492449117688) | > loss_disc_real_2: 0.23824374377727509 (0.2121778521044501) | > loss_disc_real_3: 0.23968985676765442 (0.22944674596517436) | > loss_disc_real_4: 0.28266316652297974 (0.2319026166649074) | > loss_disc_real_5: 0.22897647321224213 (0.22223100084869843) | > loss_0: 2.482187271118164 (2.369208601201216) | > grad_norm_0: tensor(18.2057, device='cuda:0') (tensor(20.4299, device='cuda:0')) | > loss_gen: 2.576693058013916 (2.4868329154286655) | > loss_kl: 2.114966630935669 (2.014352534631952) | > loss_feat: 7.875166416168213 (7.03533766486428) | > loss_mel: 16.677921295166016 (17.146331978442156) | > loss_duration: 2.23513126373291 (2.0601397872344807) | > loss_1: 31.479877471923828 (30.742994840615967) | > grad_norm_1: tensor(217.3105, device='cuda:0') (tensor(251.7509, device='cuda:0')) | > current_lr_0: 0.00018207824256022455 | > current_lr_1: 0.00018207824256022455 | > step_time: 0.5398 (0.40370645119478726) | > loader_time: 0.0076 (0.004722379218074595)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6955959796905518 (2.6955959796905518) | > loss_disc_real_0: 0.13495102524757385 (0.13495102524757385) | > loss_disc_real_1: 0.14988446235656738 (0.14988446235656738) | > loss_disc_real_2: 0.24549612402915955 (0.24549612402915955) | > loss_disc_real_3: 0.3197462558746338 (0.3197462558746338) | > loss_disc_real_4: 0.28675392270088196 (0.28675392270088196) | > loss_disc_real_5: 0.30542272329330444 (0.30542272329330444) | > loss_0: 2.6955959796905518 (2.6955959796905518) | > loss_gen: 2.190075635910034 (2.190075635910034) | > loss_kl: 3.0615954399108887 (3.0615954399108887) | > loss_feat: 3.718705415725708 (3.718705415725708) | > loss_mel: 14.141945838928223 (14.141945838928223) | > loss_duration: 2.9627625942230225 (2.9627625942230225) | > loss_1: 26.075084686279297 (26.075084686279297)  --> STEP: 1 | > loss_disc: 2.517197370529175 (2.517197370529175) | > loss_disc_real_0: 0.13618910312652588 (0.13618910312652588) | > loss_disc_real_1: 0.1371179074048996 (0.1371179074048996) | > loss_disc_real_2: 0.2034870982170105 (0.2034870982170105) | > loss_disc_real_3: 0.29677242040634155 (0.29677242040634155) | > loss_disc_real_4: 0.3327859938144684 (0.3327859938144684) | > loss_disc_real_5: 0.30744099617004395 (0.30744099617004395) | > loss_0: 2.517197370529175 (2.517197370529175) | > loss_gen: 2.3825273513793945 (2.3825273513793945) | > loss_kl: 3.118312358856201 (3.118312358856201) | > loss_feat: 6.071127891540527 (6.071127891540527) | > loss_mel: 17.14827537536621 (17.14827537536621) | > loss_duration: 2.426645040512085 (2.426645040512085) | > loss_1: 31.146886825561523 (31.146886825561523)  --> STEP: 2 | > loss_disc: 2.530445098876953 (2.523821234703064) | > loss_disc_real_0: 0.1166440099477768 (0.12641655653715134) | > loss_disc_real_1: 0.13556857407093048 (0.13634324073791504) | > loss_disc_real_2: 0.3144901990890503 (0.2589886486530304) | > loss_disc_real_3: 0.3036557734012604 (0.30021409690380096) | > loss_disc_real_4: 0.30790311098098755 (0.32034455239772797) | > loss_disc_real_5: 0.29731041193008423 (0.3023757040500641) | > loss_0: 2.530445098876953 (2.523821234703064) | > loss_gen: 2.448983669281006 (2.4157555103302) | > loss_kl: 3.703357219696045 (3.410834789276123) | > loss_feat: 5.406149864196777 (5.738638877868652) | > loss_mel: 17.64634132385254 (17.397308349609375) | > loss_duration: 2.545427083969116 (2.4860360622406006) | > loss_1: 31.750259399414062 (31.448573112487793)  --> STEP: 3 | > loss_disc: 1.999396562576294 (2.349013010660807) | > loss_disc_real_0: 0.1506960690021515 (0.13450972735881805) | > loss_disc_real_1: 0.1467440277338028 (0.13981016973654428) | > loss_disc_real_2: 0.18643547594547272 (0.23480425775051117) | > loss_disc_real_3: 0.19090141355991364 (0.2637765357891719) | > loss_disc_real_4: 0.19508664309978485 (0.27859191596508026) | > loss_disc_real_5: 0.2109767198562622 (0.27190937598546344) | > loss_0: 1.999396562576294 (2.349013010660807) | > loss_gen: 2.7483506202697754 (2.526620546976725) | > loss_kl: 3.701641321182251 (3.507770299911499) | > loss_feat: 7.817018032073975 (6.431431929270427) | > loss_mel: 18.854938507080078 (17.883185068766277) | > loss_duration: 2.3798952102661133 (2.450655778249105) | > loss_1: 35.5018424987793 (32.7996629079183)  --> STEP: 4 | > loss_disc: 2.4586997032165527 (2.3764346837997437) | > loss_disc_real_0: 0.16696950793266296 (0.14262467250227928) | > loss_disc_real_1: 0.12154559046030045 (0.13524402491748333) | > loss_disc_real_2: 0.23782676458358765 (0.2355598844587803) | > loss_disc_real_3: 0.29815199971199036 (0.2723704017698765) | > loss_disc_real_4: 0.28127768635749817 (0.27926335856318474) | > loss_disc_real_5: 0.24057509005069733 (0.2640758045017719) | > loss_0: 2.4586997032165527 (2.3764346837997437) | > loss_gen: 2.269608736038208 (2.462367594242096) | > loss_kl: 4.033107280731201 (3.6391045451164246) | > loss_feat: 5.224322319030762 (6.12965452671051) | > loss_mel: 16.772268295288086 (17.60545587539673) | > loss_duration: 2.362624168395996 (2.4286478757858276) | > loss_1: 30.661930084228516 (32.26522970199585)  --> STEP: 5 | > loss_disc: 2.3505771160125732 (2.3712631702423095) | > loss_disc_real_0: 0.15848249197006226 (0.1457962363958359) | > loss_disc_real_1: 0.1806241273880005 (0.14432004541158677) | > loss_disc_real_2: 0.25782933831214905 (0.24001377522945405) | > loss_disc_real_3: 0.3485642373561859 (0.2876091688871384) | > loss_disc_real_4: 0.2761390507221222 (0.27863849699497223) | > loss_disc_real_5: 0.22984756529331207 (0.25723015666008) | > loss_0: 2.3505771160125732 (2.3712631702423095) | > loss_gen: 2.864560604095459 (2.5428061962127684) | > loss_kl: 2.346872091293335 (3.3806580543518066) | > loss_feat: 6.935542583465576 (6.290832138061523) | > loss_mel: 18.912338256835938 (17.86683235168457) | > loss_duration: 2.316490411758423 (2.4062163829803467) | > loss_1: 33.37580490112305 (32.48734474182129)  --> STEP: 6 | > loss_disc: 2.662248373031616 (2.4197607040405273) | > loss_disc_real_0: 0.10857971012592316 (0.1395934820175171) | > loss_disc_real_1: 0.0911557599902153 (0.13545933117469153) | > loss_disc_real_2: 0.2722680866718292 (0.24538949380318323) | > loss_disc_real_3: 0.2746894657611847 (0.2854558850328128) | > loss_disc_real_4: 0.2898337244987488 (0.28050436824560165) | > loss_disc_real_5: 0.32687467336654663 (0.2688375761111577) | > loss_0: 2.662248373031616 (2.4197607040405273) | > loss_gen: 2.3332934379577637 (2.5078874031702676) | > loss_kl: 3.511060953140259 (3.402391870816549) | > loss_feat: 6.095436096191406 (6.258266131083171) | > loss_mel: 17.694944381713867 (17.838184356689453) | > loss_duration: 2.2014856338500977 (2.3720945914586387) | > loss_1: 31.836219787597656 (32.37882391611735)  --> STEP: 7 | > loss_disc: 2.709123134613037 (2.4610981941223145) | > loss_disc_real_0: 0.28542405366897583 (0.16042642082486833) | > loss_disc_real_1: 0.1577298641204834 (0.13864083588123322) | > loss_disc_real_2: 0.306668758392334 (0.2541436744587762) | > loss_disc_real_3: 0.2986270785331726 (0.2873374841042927) | > loss_disc_real_4: 0.33375251293182373 (0.2881112460579191) | > loss_disc_real_5: 0.2694758474826813 (0.2689287577356611) | > loss_0: 2.709123134613037 (2.4610981941223145) | > loss_gen: 2.5240910053253174 (2.510202203478132) | > loss_kl: 3.589142322540283 (3.4290705067770824) | > loss_feat: 6.051122665405273 (6.228674207414899) | > loss_mel: 18.012939453125 (17.86314937046596) | > loss_duration: 2.486079692840576 (2.388378177370344) | > loss_1: 32.66337585449219 (32.419474193028044)  --> STEP: 8 | > loss_disc: 1.956996202468872 (2.398085445165634) | > loss_disc_real_0: 0.1887020468711853 (0.16396087408065796) | > loss_disc_real_1: 0.08735042065382004 (0.13222953397780657) | > loss_disc_real_2: 0.19628110527992249 (0.24691085331141951) | > loss_disc_real_3: 0.24310822784900665 (0.281808827072382) | > loss_disc_real_4: 0.2655205726623535 (0.2852874118834734) | > loss_disc_real_5: 0.25945475697517395 (0.2677445076406002) | > loss_0: 1.956996202468872 (2.398085445165634) | > loss_gen: 3.1506879329681396 (2.590262919664383) | > loss_kl: 3.690579891204834 (3.461759179830551) | > loss_feat: 9.985462188720703 (6.698272705078125) | > loss_mel: 20.226259231567383 (18.158538103103638) | > loss_duration: 2.2395524978637695 (2.369774967432022) | > loss_1: 39.29254150390625 (33.27860760688782)  --> STEP: 9 | > loss_disc: 2.5319836139678955 (2.4129630194769964) | > loss_disc_real_0: 0.2576102912425995 (0.17436636487642923) | > loss_disc_real_1: 0.146702378988266 (0.1338376278678576) | > loss_disc_real_2: 0.22964084148406982 (0.24499196310838064) | > loss_disc_real_3: 0.2730524241924286 (0.2808358934190538) | > loss_disc_real_4: 0.21896874904632568 (0.27791867156823474) | > loss_disc_real_5: 0.25668570399284363 (0.26651575167973834) | > loss_0: 2.5319836139678955 (2.4129630194769964) | > loss_gen: 2.5608537197113037 (2.5869952307807074) | > loss_kl: 2.4081404209136963 (3.3446904288397894) | > loss_feat: 10.215035438537598 (7.089024119906956) | > loss_mel: 19.377458572387695 (18.293973710801865) | > loss_duration: 2.1936838626861572 (2.350209289126926) | > loss_1: 36.75516891479492 (33.66489219665527)  --> STEP: 10 | > loss_disc: 2.6586930751800537 (2.437536025047302) | > loss_disc_real_0: 0.1382131278514862 (0.17075104117393494) | > loss_disc_real_1: 0.1780383586883545 (0.1382577009499073) | > loss_disc_real_2: 0.24610821902751923 (0.2451035887002945) | > loss_disc_real_3: 0.26525670289993286 (0.27927797436714175) | > loss_disc_real_4: 0.287249356508255 (0.2788517400622368) | > loss_disc_real_5: 0.2780551016330719 (0.26766968667507174) | > loss_0: 2.6586930751800537 (2.437536025047302) | > loss_gen: 2.1126630306243896 (2.5395620107650756) | > loss_kl: 2.689645767211914 (3.279185962677002) | > loss_feat: 4.935478687286377 (6.873669576644898) | > loss_mel: 14.183782577514648 (17.882954597473145) | > loss_duration: 2.3198652267456055 (2.347174882888794) | > loss_1: 26.241436004638672 (32.922546577453616)  --> STEP: 11 | > loss_disc: 2.8220295906066895 (2.472489985552701) | > loss_disc_real_0: 0.25924330949783325 (0.17879579283974387) | > loss_disc_real_1: 0.14899347722530365 (0.13923368061130698) | > loss_disc_real_2: 0.23353661596775055 (0.24405204572460867) | > loss_disc_real_3: 0.2983320951461792 (0.281010167165236) | > loss_disc_real_4: 0.3219102621078491 (0.2827661511572925) | > loss_disc_real_5: 0.29596391320228577 (0.27024188908663666) | > loss_0: 2.8220295906066895 (2.472489985552701) | > loss_gen: 2.2251100540161133 (2.510975469242443) | > loss_kl: 3.442143201828003 (3.294000257145275) | > loss_feat: 6.489360809326172 (6.838732415979559) | > loss_mel: 17.0482177734375 (17.807069431651723) | > loss_duration: 2.551682233810425 (2.3657664602453057) | > loss_1: 31.756511688232422 (32.816543405706234)  --> STEP: 12 | > loss_disc: 2.785167694091797 (2.4985464612642923) | > loss_disc_real_0: 0.2555294930934906 (0.18519026786088943) | > loss_disc_real_1: 0.17480812966823578 (0.1421982180327177) | > loss_disc_real_2: 0.23517991602420807 (0.24331270158290863) | > loss_disc_real_3: 0.3278579115867615 (0.28491414586702984) | > loss_disc_real_4: 0.3052225112915039 (0.28463751450181013) | > loss_disc_real_5: 0.29767510294914246 (0.2725279902418455) | > loss_0: 2.785167694091797 (2.4985464612642923) | > loss_gen: 2.459746837615967 (2.506706416606903) | > loss_kl: 4.42188024520874 (3.3879902561505637) | > loss_feat: 5.517709732055664 (6.728647192319234) | > loss_mel: 16.534910202026367 (17.701056162516277) | > loss_duration: 2.2265639305114746 (2.354166249434153) | > loss_1: 31.160812377929688 (32.67856582005819)  --> STEP: 13 | > loss_disc: 2.369999408721924 (2.488658226453341) | > loss_disc_real_0: 0.09322892129421234 (0.1781163181249912) | > loss_disc_real_1: 0.12153446674346924 (0.1406086987027755) | > loss_disc_real_2: 0.2503420114517212 (0.24385341772666344) | > loss_disc_real_3: 0.2535082995891571 (0.2824983115379627) | > loss_disc_real_4: 0.2629564702510834 (0.28296974186713886) | > loss_disc_real_5: 0.2320210188627243 (0.26941206936652845) | > loss_0: 2.369999408721924 (2.488658226453341) | > loss_gen: 2.273653268814087 (2.4887792513920712) | > loss_kl: 4.020164489746094 (3.4366190433502197) | > loss_feat: 5.6851115226745605 (6.648375217731182) | > loss_mel: 15.751601219177246 (17.551098089951736) | > loss_duration: 2.193870782852173 (2.341835828927847) | > loss_1: 29.924402236938477 (32.466707082895134)  --> STEP: 14 | > loss_disc: 2.3351593017578125 (2.4776940175465176) | > loss_disc_real_0: 0.1630052924156189 (0.17703695914575032) | > loss_disc_real_1: 0.085845448076725 (0.13669703794377192) | > loss_disc_real_2: 0.16030555963516235 (0.2378857135772705) | > loss_disc_real_3: 0.29291749000549316 (0.2832425385713577) | > loss_disc_real_4: 0.2697816491127014 (0.2820277352418219) | > loss_disc_real_5: 0.2795240879058838 (0.27013435640505384) | > loss_0: 2.3351593017578125 (2.4776940175465176) | > loss_gen: 2.4706907272338867 (2.4874872139522006) | > loss_kl: 3.4938018321990967 (3.4407035282679965) | > loss_feat: 6.153679370880127 (6.6130398000989645) | > loss_mel: 19.968040466308594 (17.723736831120082) | > loss_duration: 2.422452211380005 (2.347594141960144) | > loss_1: 34.508663177490234 (32.612561089651926)  --> STEP: 15 | > loss_disc: 2.625917911529541 (2.4875756104787192) | > loss_disc_real_0: 0.18708479404449463 (0.1777068148056666) | > loss_disc_real_1: 0.13710175454616547 (0.13672401905059814) | > loss_disc_real_2: 0.23196391761302948 (0.23749092717965445) | > loss_disc_real_3: 0.2783591151237488 (0.2829169770081838) | > loss_disc_real_4: 0.30872151255607605 (0.2838073203961055) | > loss_disc_real_5: 0.3776382803916931 (0.27730128467082976) | > loss_0: 2.625917911529541 (2.4875756104787192) | > loss_gen: 2.412670135498047 (2.4824994087219237) | > loss_kl: 3.5782315731048584 (3.449872064590454) | > loss_feat: 6.060481548309326 (6.5762025833129885) | > loss_mel: 17.575145721435547 (17.713830757141114) | > loss_duration: 2.3808889389038086 (2.3498137950897218) | > loss_1: 32.00741958618164 (32.572218322753905)  --> STEP: 16 | > loss_disc: 2.768258571624756 (2.5051182955503464) | > loss_disc_real_0: 0.2769031226634979 (0.18390658404678106) | > loss_disc_real_1: 0.15669189393520355 (0.13797201123088598) | > loss_disc_real_2: 0.2585662603378296 (0.2388081355020404) | > loss_disc_real_3: 0.2534956932067871 (0.2810781467705965) | > loss_disc_real_4: 0.2850644588470459 (0.2838858915492893) | > loss_disc_real_5: 0.257171630859375 (0.27604318130761385) | > loss_0: 2.768258571624756 (2.5051182955503464) | > loss_gen: 2.224865674972534 (2.466397300362587) | > loss_kl: 3.431549072265625 (3.4487268775701523) | > loss_feat: 6.639919281005859 (6.580184876918793) | > loss_mel: 16.03244972229004 (17.60874444246292) | > loss_duration: 2.3033392429351807 (2.346909135580063) | > loss_1: 30.632122039794922 (32.45096230506897)  --> STEP: 17 | > loss_disc: 2.579489231109619 (2.5094930564655975) | > loss_disc_real_0: 0.19607989490032196 (0.18462266115581288) | > loss_disc_real_1: 0.16025738418102264 (0.1392829155220705) | > loss_disc_real_2: 0.27382713556289673 (0.24086807668209076) | > loss_disc_real_3: 0.31168332695961 (0.28287845148759727) | > loss_disc_real_4: 0.26541459560394287 (0.2827993447289748) | > loss_disc_real_5: 0.36047813296318054 (0.281009943169706) | > loss_0: 2.579489231109619 (2.5094930564655975) | > loss_gen: 2.4620866775512695 (2.4661437343148624) | > loss_kl: 3.3952877521514893 (3.445583399604349) | > loss_feat: 4.932536602020264 (6.4832643901600555) | > loss_mel: 17.730287551879883 (17.615894037134506) | > loss_duration: 2.4720911979675293 (2.354272786308737) | > loss_1: 30.992290496826172 (32.36515808105469)  --> STEP: 18 | > loss_disc: 2.3710930347442627 (2.501804166369968) | > loss_disc_real_0: 0.14447563886642456 (0.18239227102862465) | > loss_disc_real_1: 0.09745718538761139 (0.1369592638479339) | > loss_disc_real_2: 0.18825647234916687 (0.2379452097747061) | > loss_disc_real_3: 0.2462148815393448 (0.28084158649047214) | > loss_disc_real_4: 0.30156832933425903 (0.28384206609593504) | > loss_disc_real_5: 0.22966401278972626 (0.27815739148192936) | > loss_0: 2.3710930347442627 (2.501804166369968) | > loss_gen: 2.3879659175872803 (2.4618005222744412) | > loss_kl: 3.470285177230835 (3.4469557205835977) | > loss_feat: 9.437862396240234 (6.647408723831177) | > loss_mel: 18.650150299072266 (17.67335271835327) | > loss_duration: 2.2495346069335938 (2.348453998565674) | > loss_1: 36.195796966552734 (32.577971352471245)  --> STEP: 19 | > loss_disc: 2.6645917892456055 (2.5103719359950016) | > loss_disc_real_0: 0.16617541015148163 (0.1815387520350908) | > loss_disc_real_1: 0.1602698415517807 (0.13818613635866264) | > loss_disc_real_2: 0.23268643021583557 (0.2376684319031866) | > loss_disc_real_3: 0.2577604055404663 (0.27962678749310343) | > loss_disc_real_4: 0.3371191918849945 (0.2866461253479908) | > loss_disc_real_5: 0.3157947063446045 (0.2801383027904912) | > loss_0: 2.6645917892456055 (2.5103719359950016) | > loss_gen: 2.28322172164917 (2.452401638031006) | > loss_kl: 1.9566718339920044 (3.3685197265524613) | > loss_feat: 6.552606582641602 (6.642419137452778) | > loss_mel: 17.490222930908203 (17.66371430848774) | > loss_duration: 2.322615623474121 (2.3470940840871712) | > loss_1: 30.60533905029297 (32.47414859972502)  --> STEP: 20 | > loss_disc: 2.505690097808838 (2.510137844085693) | > loss_disc_real_0: 0.16353118419647217 (0.18063837364315988) | > loss_disc_real_1: 0.1667964905500412 (0.13961665406823157) | > loss_disc_real_2: 0.2731783092021942 (0.23944392576813697) | > loss_disc_real_3: 0.2986273169517517 (0.28057681396603584) | > loss_disc_real_4: 0.28231653571128845 (0.28642964586615566) | > loss_disc_real_5: 0.29618093371391296 (0.28094043433666227) | > loss_0: 2.505690097808838 (2.510137844085693) | > loss_gen: 2.3683550357818604 (2.4481993079185487) | > loss_kl: 2.5391387939453125 (3.327050679922104) | > loss_feat: 4.302865028381348 (6.525441431999207) | > loss_mel: 17.575660705566406 (17.659311628341676) | > loss_duration: 2.256072521209717 (2.3425430059432983) | > loss_1: 29.042091369628906 (32.30254573822022)  --> STEP: 21 | > loss_disc: 2.666344404220581 (2.5175762517111644) | > loss_disc_real_0: 0.1801459789276123 (0.18061492627575285) | > loss_disc_real_1: 0.2771550118923187 (0.14616609967890237) | > loss_disc_real_2: 0.2494601160287857 (0.23992088720912025) | > loss_disc_real_3: 0.23220907151699066 (0.2782735881351289) | > loss_disc_real_4: 0.25279557704925537 (0.28482802354154135) | > loss_disc_real_5: 0.26804545521736145 (0.2803263877119337) | > loss_0: 2.666344404220581 (2.5175762517111644) | > loss_gen: 2.060912609100342 (2.4297570841653005) | > loss_kl: 3.4709787368774414 (3.3339043969199773) | > loss_feat: 3.2288784980773926 (6.368462244669597) | > loss_mel: 12.891854286193848 (17.43228985014416) | > loss_duration: 2.1746551990509033 (2.334548348472232) | > loss_1: 23.827280044555664 (31.898961657569522)  --> STEP: 22 | > loss_disc: 2.167520761489868 (2.5016646385192876) | > loss_disc_real_0: 0.08824595808982849 (0.17641633681275629) | > loss_disc_real_1: 0.07388649880886078 (0.14288066327571866) | > loss_disc_real_2: 0.16674929857254028 (0.23659490590745752) | > loss_disc_real_3: 0.19091153144836426 (0.2743025855584578) | > loss_disc_real_4: 0.22298762202262878 (0.2820170961997726) | > loss_disc_real_5: 0.26458072662353516 (0.2796106758442792) | > loss_0: 2.167520761489868 (2.5016646385192876) | > loss_gen: 2.514716386795044 (2.4336188706484703) | > loss_kl: 2.734346628189087 (3.306651771068573) | > loss_feat: 8.717771530151367 (6.4752490303733135) | > loss_mel: 18.612342834472656 (17.48592862215909) | > loss_duration: 2.237938642501831 (2.33015699820085) | > loss_1: 34.817115783691406 (32.0316050269387)  --> STEP: 23 | > loss_disc: 2.53541898727417 (2.5031322188999345) | > loss_disc_real_0: 0.1895727664232254 (0.17698835549147232) | > loss_disc_real_1: 0.15186212956905365 (0.1432711618102115) | > loss_disc_real_2: 0.19249452650547028 (0.23467749810737112) | > loss_disc_real_3: 0.34674975275993347 (0.27745246239330457) | > loss_disc_real_4: 0.3004807233810425 (0.28281986259895825) | > loss_disc_real_5: 0.33617234230041504 (0.2820698787336764) | > loss_0: 2.53541898727417 (2.5031322188999345) | > loss_gen: 2.4970905780792236 (2.436378510101981) | > loss_kl: 3.118854522705078 (3.2984866733136387) | > loss_feat: 5.5003204345703125 (6.432860830555791) | > loss_mel: 17.99878692626953 (17.508226809294328) | > loss_duration: 2.3376498222351074 (2.3304827731588613) | > loss_1: 31.45270347595215 (32.00643539428711)  --> STEP: 24 | > loss_disc: 2.5831198692321777 (2.506465037663778) | > loss_disc_real_0: 0.16707566380500793 (0.176575326671203) | > loss_disc_real_1: 0.14265176653862 (0.14324535367389518) | > loss_disc_real_2: 0.35332509875297546 (0.2396211481342713) | > loss_disc_real_3: 0.3256801962852478 (0.27946195130546886) | > loss_disc_real_4: 0.26510775089263916 (0.2820818579445283) | > loss_disc_real_5: 0.2722355127334595 (0.2816601134836674) | > loss_0: 2.5831198692321777 (2.506465037663778) | > loss_gen: 2.453463315963745 (2.437090377012888) | > loss_kl: 2.915320634841919 (3.28252142171065) | > loss_feat: 5.7076239585876465 (6.402642627557118) | > loss_mel: 17.72252655029297 (17.51715596516927) | > loss_duration: 2.4847500324249268 (2.3369105756282806) | > loss_1: 31.28368377685547 (31.97632074356079)  --> STEP: 25 | > loss_disc: 2.545764446258545 (2.5080370140075683) | > loss_disc_real_0: 0.20864301919937134 (0.17785803437232972) | > loss_disc_real_1: 0.19450663030147552 (0.1452958047389984) | > loss_disc_real_2: 0.24940694868564606 (0.2400125801563263) | > loss_disc_real_3: 0.2617599666118622 (0.2787538719177246) | > loss_disc_real_4: 0.2495812028646469 (0.28078183174133303) | > loss_disc_real_5: 0.29144567251205444 (0.28205153584480286) | > loss_0: 2.545764446258545 (2.5080370140075683) | > loss_gen: 2.5581777095794678 (2.4419338703155513) | > loss_kl: 3.243657350540161 (3.2809668588638305) | > loss_feat: 6.415199279785156 (6.40314489364624) | > loss_mel: 15.110366821289062 (17.420884399414064) | > loss_duration: 2.416607141494751 (2.3400984382629395) | > loss_1: 29.744007110595703 (31.887028198242188)  --> STEP: 26 | > loss_disc: 2.321965217590332 (2.500880406453059) | > loss_disc_real_0: 0.09288686513900757 (0.1745899124787404) | > loss_disc_real_1: 0.05400824919342995 (0.1417847449103227) | > loss_disc_real_2: 0.19455014169216156 (0.2382640248307815) | > loss_disc_real_3: 0.14685365557670593 (0.27368078667383927) | > loss_disc_real_4: 0.1766926497220993 (0.2767784016636702) | > loss_disc_real_5: 0.10916543751955032 (0.27540207052460086) | > loss_0: 2.321965217590332 (2.500880406453059) | > loss_gen: 1.8722736835479736 (2.4200238631321827) | > loss_kl: 2.5137972831726074 (3.2514603367218604) | > loss_feat: 12.404385566711426 (6.633961842610286) | > loss_mel: 19.65217399597168 (17.506703230050896) | > loss_duration: 2.2939608097076416 (2.3383239140877357) | > loss_1: 38.73659133911133 (32.15047293442946) --> EVAL PERFORMANCE | > avg_loader_time: 0.00258802450620211 (+0.00011381736168494631) | > avg_loss_disc: 2.500880406453059 (+0.01705331985767078) | > avg_loss_disc_real_0: 0.1745899124787404 (-0.0384334480533233) | > avg_loss_disc_real_1: 0.1417847449103227 (-0.03267245610746053) | > avg_loss_disc_real_2: 0.2382640248307815 (-0.008291622767081647) | > avg_loss_disc_real_3: 0.27368078667383927 (+0.0005304440855979919) | > avg_loss_disc_real_4: 0.2767784016636702 (+0.051376307813020855) | > avg_loss_disc_real_5: 0.27540207052460086 (-0.013082148650517711) | > avg_loss_0: 2.500880406453059 (+0.01705331985767078) | > avg_loss_gen: 2.4200238631321827 (-0.17648425927529043) | > avg_loss_kl: 3.2514603367218604 (+0.2237735253113966) | > avg_loss_feat: 6.633961842610286 (-0.22604210560138416) | > avg_loss_mel: 17.506703230050896 (+0.12184906005859375) | > avg_loss_duration: 2.3383239140877357 (-0.001753229361313835) | > avg_loss_1: 32.15047293442946 (-0.05865691258358652)  > EPOCH: 752/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:28:29)   --> TIME: 2024-06-12 00:28:36 -- STEP: 14/330 -- GLOBAL_STEP: 336175 | > loss_disc: 2.4206125736236572 (2.3374863181795393) | > loss_disc_real_0: 0.11679669469594955 (0.10902135340230805) | > loss_disc_real_1: 0.1929982453584671 (0.20586538634129933) | > loss_disc_real_2: 0.19381257891654968 (0.20371728816202708) | > loss_disc_real_3: 0.27706271409988403 (0.2351013869047165) | > loss_disc_real_4: 0.2580448091030121 (0.2310329026409558) | > loss_disc_real_5: 0.2510014474391937 (0.22774789269481385) | > loss_0: 2.4206125736236572 (2.3374863181795393) | > grad_norm_0: tensor(10.0885, device='cuda:0') (tensor(9.2652, device='cuda:0')) | > loss_gen: 2.447317123413086 (2.4888652903693065) | > loss_kl: 1.6655985116958618 (1.9052456617355347) | > loss_feat: 6.496494770050049 (6.832588366099766) | > loss_mel: 16.711484909057617 (17.522334780011857) | > loss_duration: 2.0060033798217773 (2.0742541381290978) | > loss_1: 29.32689666748047 (30.823288372584752) | > grad_norm_1: tensor(65.0185, device='cuda:0') (tensor(63.2778, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.365 (0.3729266439165388) | > loader_time: 0.0029 (0.0034398691994803293)  --> TIME: 2024-06-12 00:28:45 -- STEP: 39/330 -- GLOBAL_STEP: 336200 | > loss_disc: 2.3948733806610107 (2.3215861870692325) | > loss_disc_real_0: 0.09142881631851196 (0.10568777185219985) | > loss_disc_real_1: 0.21341758966445923 (0.20000819059518668) | > loss_disc_real_2: 0.20796583592891693 (0.20652494101952285) | > loss_disc_real_3: 0.24306394159793854 (0.23248203289814484) | > loss_disc_real_4: 0.23416230082511902 (0.22881828095668402) | > loss_disc_real_5: 0.21570558845996857 (0.22212640864726824) | > loss_0: 2.3948733806610107 (2.3215861870692325) | > grad_norm_0: tensor(10.9104, device='cuda:0') (tensor(9.1701, device='cuda:0')) | > loss_gen: 2.511337995529175 (2.5116548721606913) | > loss_kl: 1.969932198524475 (1.940493290240948) | > loss_feat: 7.481728553771973 (7.002441296210656) | > loss_mel: 17.60053062438965 (17.50086202376928) | > loss_duration: 1.9882382154464722 (2.0170289002932034) | > loss_1: 31.551767349243164 (30.97248057830028) | > grad_norm_1: tensor(97.4387, device='cuda:0') (tensor(78.0026, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.3408 (0.37004863298856294) | > loader_time: 0.0034 (0.003518073986738156)  --> TIME: 2024-06-12 00:28:54 -- STEP: 64/330 -- GLOBAL_STEP: 336225 | > loss_disc: 2.315539836883545 (2.323201861232519) | > loss_disc_real_0: 0.10975535213947296 (0.10643974540289491) | > loss_disc_real_1: 0.19884812831878662 (0.19844154105521739) | > loss_disc_real_2: 0.22661398351192474 (0.2078012248966843) | > loss_disc_real_3: 0.22870618104934692 (0.2287283765617758) | > loss_disc_real_4: 0.2242162674665451 (0.22899059066548944) | > loss_disc_real_5: 0.20675040781497955 (0.2222020234912634) | > loss_0: 2.315539836883545 (2.323201861232519) | > grad_norm_0: tensor(10.1972, device='cuda:0') (tensor(9.2685, device='cuda:0')) | > loss_gen: 2.5052571296691895 (2.5024974867701526) | > loss_kl: 1.9729113578796387 (1.9314566552639008) | > loss_feat: 7.387037754058838 (7.045157700777054) | > loss_mel: 17.666837692260742 (17.428424388170235) | > loss_duration: 1.9897047281265259 (2.0001724418252707) | > loss_1: 31.521747589111328 (30.907708942890167) | > grad_norm_1: tensor(54.5291, device='cuda:0') (tensor(99.7708, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.3647 (0.3663998171687126) | > loader_time: 0.0039 (0.003536257892847061)  --> TIME: 2024-06-12 00:29:04 -- STEP: 89/330 -- GLOBAL_STEP: 336250 | > loss_disc: 2.4238474369049072 (2.345181920555201) | > loss_disc_real_0: 0.15385869145393372 (0.10920238285587075) | > loss_disc_real_1: 0.20417296886444092 (0.198971393068185) | > loss_disc_real_2: 0.21755649149417877 (0.20983098296636946) | > loss_disc_real_3: 0.24274663627147675 (0.22956979609607311) | > loss_disc_real_4: 0.24003048241138458 (0.23090465182668707) | > loss_disc_real_5: 0.22307905554771423 (0.22303817345854943) | > loss_0: 2.4238474369049072 (2.345181920555201) | > grad_norm_0: tensor(26.2354, device='cuda:0') (tensor(11.6409, device='cuda:0')) | > loss_gen: 2.4816112518310547 (2.491606867715213) | > loss_kl: 1.969645380973816 (1.9543031293354678) | > loss_feat: 7.104474067687988 (7.002334878685769) | > loss_mel: 16.645389556884766 (17.372438302200827) | > loss_duration: 1.9966822862625122 (1.9934579321507657) | > loss_1: 30.197803497314453 (30.814141262783092) | > grad_norm_1: tensor(346.1863, device='cuda:0') (tensor(138.7352, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.3671 (0.3665919250316834) | > loader_time: 0.0041 (0.0036246910523832516)  --> TIME: 2024-06-12 00:29:13 -- STEP: 114/330 -- GLOBAL_STEP: 336275 | > loss_disc: 2.3647122383117676 (2.3483346679754424) | > loss_disc_real_0: 0.1162872463464737 (0.1105842260284382) | > loss_disc_real_1: 0.21097120642662048 (0.19747068157844377) | > loss_disc_real_2: 0.22041025757789612 (0.21023901630389064) | > loss_disc_real_3: 0.24306528270244598 (0.2294153742361487) | > loss_disc_real_4: 0.27938055992126465 (0.23223845464618584) | > loss_disc_real_5: 0.24772241711616516 (0.2235763912138186) | > loss_0: 2.3647122383117676 (2.3483346679754424) | > grad_norm_0: tensor(55.0010, device='cuda:0') (tensor(15.2444, device='cuda:0')) | > loss_gen: 2.4704172611236572 (2.498570904397128) | > loss_kl: 2.06025767326355 (1.9638767252888596) | > loss_feat: 6.734844207763672 (6.9891646619428665) | > loss_mel: 17.628814697265625 (17.342698515507212) | > loss_duration: 2.026425361633301 (1.9950761533620065) | > loss_1: 30.920757293701172 (30.78938703369676) | > grad_norm_1: tensor(411.7651, device='cuda:0') (tensor(185.4189, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.3811 (0.36665501092609604) | > loader_time: 0.0038 (0.003700582604659231)  --> TIME: 2024-06-12 00:29:23 -- STEP: 139/330 -- GLOBAL_STEP: 336300 | > loss_disc: 2.346562623977661 (2.350016611085521) | > loss_disc_real_0: 0.13222873210906982 (0.11071634308682929) | > loss_disc_real_1: 0.16934598982334137 (0.1980588789895284) | > loss_disc_real_2: 0.182282954454422 (0.210538372075815) | > loss_disc_real_3: 0.19770421087741852 (0.2285186471484548) | > loss_disc_real_4: 0.20701810717582703 (0.2306267513002423) | > loss_disc_real_5: 0.18381838500499725 (0.22212899556691698) | > loss_0: 2.346562623977661 (2.350016611085521) | > grad_norm_0: tensor(10.0962, device='cuda:0') (tensor(16.8725, device='cuda:0')) | > loss_gen: 2.4396002292633057 (2.5011151265754976) | > loss_kl: 1.961725115776062 (1.9635612698767682) | > loss_feat: 6.801789283752441 (6.965445333247561) | > loss_mel: 17.257244110107422 (17.36614780288806) | > loss_duration: 2.0683116912841797 (2.000113306285666) | > loss_1: 30.528671264648438 (30.7963829314966) | > grad_norm_1: tensor(282.2274, device='cuda:0') (tensor(204.6560, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.4007 (0.3691389680766373) | > loader_time: 0.0048 (0.0038260761782419766)  --> TIME: 2024-06-12 00:29:33 -- STEP: 164/330 -- GLOBAL_STEP: 336325 | > loss_disc: 2.393617630004883 (2.352954454538298) | > loss_disc_real_0: 0.12704253196716309 (0.11207837497860923) | > loss_disc_real_1: 0.1955612450838089 (0.19773727410086772) | > loss_disc_real_2: 0.2281976342201233 (0.21128535216174474) | > loss_disc_real_3: 0.21821372210979462 (0.22893868768360556) | > loss_disc_real_4: 0.23391903936862946 (0.23036766679185192) | > loss_disc_real_5: 0.20306064188480377 (0.22195184957690356) | > loss_0: 2.393617630004883 (2.352954454538298) | > grad_norm_0: tensor(42.8966, device='cuda:0') (tensor(18.9747, device='cuda:0')) | > loss_gen: 2.5241174697875977 (2.502323836815066) | > loss_kl: 2.0029280185699463 (1.9671297255085736) | > loss_feat: 6.796461582183838 (6.980450566222028) | > loss_mel: 17.23508644104004 (17.37249172024611) | > loss_duration: 2.092813014984131 (2.0035142905828436) | > loss_1: 30.65140724182129 (30.82591023096224) | > grad_norm_1: tensor(189.6137, device='cuda:0') (tensor(224.0652, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.3917 (0.3721055286686594) | > loader_time: 0.0042 (0.003932622874655374)  --> TIME: 2024-06-12 00:29:43 -- STEP: 189/330 -- GLOBAL_STEP: 336350 | > loss_disc: 2.2546329498291016 (2.3538255060791338) | > loss_disc_real_0: 0.07654950022697449 (0.11376265667024114) | > loss_disc_real_1: 0.18981871008872986 (0.1976548728961793) | > loss_disc_real_2: 0.20546558499336243 (0.2111411790841471) | > loss_disc_real_3: 0.24260647594928741 (0.22944309251018302) | > loss_disc_real_4: 0.2194921374320984 (0.2303354957747081) | > loss_disc_real_5: 0.18722502887248993 (0.22137904041027898) | > loss_0: 2.2546329498291016 (2.3538255060791338) | > grad_norm_0: tensor(58.1802, device='cuda:0') (tensor(21.1179, device='cuda:0')) | > loss_gen: 2.4638359546661377 (2.5033291723362354) | > loss_kl: 1.9623147249221802 (1.9731089835444455) | > loss_feat: 7.370112895965576 (6.978565357349537) | > loss_mel: 17.297510147094727 (17.356859519998856) | > loss_duration: 2.0843873023986816 (2.0106487803988986) | > loss_1: 31.17816162109375 (30.822511935360218) | > grad_norm_1: tensor(726.8254, device='cuda:0') (tensor(249.9321, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.402 (0.37568974116491877) | > loader_time: 0.0052 (0.004079725376512642)  --> TIME: 2024-06-12 00:29:53 -- STEP: 214/330 -- GLOBAL_STEP: 336375 | > loss_disc: 2.3865134716033936 (2.3579847634395708) | > loss_disc_real_0: 0.1379525363445282 (0.11539683753850863) | > loss_disc_real_1: 0.19428478181362152 (0.1975366362483702) | > loss_disc_real_2: 0.24195851385593414 (0.2115018885826396) | > loss_disc_real_3: 0.27060508728027344 (0.22946157062722145) | > loss_disc_real_4: 0.26840582489967346 (0.2311293365799378) | > loss_disc_real_5: 0.27270251512527466 (0.22114913743511538) | > loss_0: 2.3865134716033936 (2.3579847634395708) | > grad_norm_0: tensor(33.1574, device='cuda:0') (tensor(21.8710, device='cuda:0')) | > loss_gen: 2.5709965229034424 (2.499750401372108) | > loss_kl: 1.933511734008789 (1.9779965470884449) | > loss_feat: 5.856430530548096 (6.966672041705835) | > loss_mel: 16.404970169067383 (17.321822389263968) | > loss_duration: 2.108273983001709 (2.018574128641148) | > loss_1: 28.874183654785156 (30.784815618925006) | > grad_norm_1: tensor(50.2063, device='cuda:0') (tensor(262.5828, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.4018 (0.3786936452455608) | > loader_time: 0.0053 (0.004228522844403707)  --> TIME: 2024-06-12 00:30:04 -- STEP: 239/330 -- GLOBAL_STEP: 336400 | > loss_disc: 2.3250975608825684 (2.3576110137556388) | > loss_disc_real_0: 0.09995149075984955 (0.11611620145051052) | > loss_disc_real_1: 0.22102265059947968 (0.1977412132663208) | > loss_disc_real_2: 0.19731029868125916 (0.21098401182366217) | > loss_disc_real_3: 0.19610603153705597 (0.2290670418464988) | > loss_disc_real_4: 0.2450040578842163 (0.23075472161360863) | > loss_disc_real_5: 0.22001945972442627 (0.22107883570832687) | > loss_0: 2.3250975608825684 (2.3576110137556388) | > grad_norm_0: tensor(37.4072, device='cuda:0') (tensor(22.6613, device='cuda:0')) | > loss_gen: 2.5063610076904297 (2.496579259010539) | > loss_kl: 2.0723609924316406 (1.981941164288062) | > loss_feat: 6.980137348175049 (6.965894744984775) | > loss_mel: 16.744230270385742 (17.265525829841895) | > loss_duration: 2.0713930130004883 (2.0270011265407564) | > loss_1: 30.374481201171875 (30.736942203473845) | > grad_norm_1: tensor(348.6863, device='cuda:0') (tensor(274.7489, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.4271 (0.3834398421283545) | > loader_time: 0.0064 (0.004358165932499718)  --> TIME: 2024-06-12 00:30:15 -- STEP: 264/330 -- GLOBAL_STEP: 336425 | > loss_disc: 2.3225810527801514 (2.3599815052567106) | > loss_disc_real_0: 0.13519419729709625 (0.11685909614474936) | > loss_disc_real_1: 0.2091490477323532 (0.1977531069494558) | > loss_disc_real_2: 0.20201660692691803 (0.21092515771813464) | > loss_disc_real_3: 0.20536595582962036 (0.22943379526788538) | > loss_disc_real_4: 0.2353222817182541 (0.2312929674305699) | > loss_disc_real_5: 0.22619201242923737 (0.22140652545248019) | > loss_0: 2.3225810527801514 (2.3599815052567106) | > grad_norm_0: tensor(42.5316, device='cuda:0') (tensor(23.1364, device='cuda:0')) | > loss_gen: 2.5829544067382812 (2.4958552320798244) | > loss_kl: 1.861102819442749 (1.9877212643623352) | > loss_feat: 7.369330883026123 (6.98245162674875) | > loss_mel: 16.84372901916504 (17.23070906509052) | > loss_duration: 2.1518521308898926 (2.0352890383113524) | > loss_1: 30.80896759033203 (30.732026266329218) | > grad_norm_1: tensor(581.4338, device='cuda:0') (tensor(285.7787, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.4379 (0.3881764538360363) | > loader_time: 0.0068 (0.004543327020876339)  --> TIME: 2024-06-12 00:30:27 -- STEP: 289/330 -- GLOBAL_STEP: 336450 | > loss_disc: 2.513950824737549 (2.3598367441896753) | > loss_disc_real_0: 0.225014790892601 (0.11822433266982076) | > loss_disc_real_1: 0.2062891721725464 (0.19784265715358168) | > loss_disc_real_2: 0.22014521062374115 (0.2112133455008371) | > loss_disc_real_3: 0.23606982827186584 (0.22950372976415298) | > loss_disc_real_4: 0.26127704977989197 (0.23065852531099815) | > loss_disc_real_5: 0.2186613231897354 (0.2204398512840271) | > loss_0: 2.513950824737549 (2.3598367441896753) | > grad_norm_0: tensor(93.7557, device='cuda:0') (tensor(25.3289, device='cuda:0')) | > loss_gen: 2.3142659664154053 (2.4990617024444792) | > loss_kl: 2.02384352684021 (1.9944803735376642) | > loss_feat: 5.668348789215088 (6.989568584930525) | > loss_mel: 15.721633911132812 (17.174816577079792) | > loss_duration: 2.1957993507385254 (2.044990188935225) | > loss_1: 27.923891067504883 (30.702917461989248) | > grad_norm_1: tensor(482.0114, device='cuda:0') (tensor(304.2397, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.4553 (0.39356229956999766) | > loader_time: 0.0069 (0.004726843025445117)  --> TIME: 2024-06-12 00:30:39 -- STEP: 314/330 -- GLOBAL_STEP: 336475 | > loss_disc: 2.5808067321777344 (2.362916816571716) | > loss_disc_real_0: 0.10755741596221924 (0.11987617376978231) | > loss_disc_real_1: 0.2066100537776947 (0.1978219343218834) | > loss_disc_real_2: 0.22014901041984558 (0.21124527204758034) | > loss_disc_real_3: 0.23347629606723785 (0.22964292318577978) | > loss_disc_real_4: 0.25760617852211 (0.23118608288324563) | > loss_disc_real_5: 0.26071038842201233 (0.22088231597166913) | > loss_0: 2.5808067321777344 (2.362916816571716) | > grad_norm_0: tensor(55.8012, device='cuda:0') (tensor(27.4153, device='cuda:0')) | > loss_gen: 2.0582244396209717 (2.4998254062263827) | > loss_kl: 1.978977084159851 (1.9999655409223716) | > loss_feat: 5.852653980255127 (7.008489499426192) | > loss_mel: 15.744662284851074 (17.136845114884085) | > loss_duration: 2.2495031356811523 (2.057716231437248) | > loss_1: 27.884021759033203 (30.70284184984341) | > grad_norm_1: tensor(441.1082, device='cuda:0') (tensor(321.2873, device='cuda:0')) | > current_lr_0: 0.00018205548277990452 | > current_lr_1: 0.00018205548277990452 | > step_time: 0.5298 (0.4015019107016786) | > loader_time: 0.0077 (0.004937162065202266)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.601902961730957 (2.601902961730957) | > loss_disc_real_0: 0.2611308991909027 (0.2611308991909027) | > loss_disc_real_1: 0.2341519296169281 (0.2341519296169281) | > loss_disc_real_2: 0.2505117654800415 (0.2505117654800415) | > loss_disc_real_3: 0.2901131808757782 (0.2901131808757782) | > loss_disc_real_4: 0.2919860780239105 (0.2919860780239105) | > loss_disc_real_5: 0.26955512166023254 (0.26955512166023254) | > loss_0: 2.601902961730957 (2.601902961730957) | > loss_gen: 2.6259772777557373 (2.6259772777557373) | > loss_kl: 2.832707405090332 (2.832707405090332) | > loss_feat: 4.669877529144287 (4.669877529144287) | > loss_mel: 15.576420783996582 (15.576420783996582) | > loss_duration: 3.0232090950012207 (3.0232090950012207) | > loss_1: 28.728191375732422 (28.728191375732422)  --> STEP: 1 | > loss_disc: 2.082533597946167 (2.082533597946167) | > loss_disc_real_0: 0.0550336018204689 (0.0550336018204689) | > loss_disc_real_1: 0.13177117705345154 (0.13177117705345154) | > loss_disc_real_2: 0.14698685705661774 (0.14698685705661774) | > loss_disc_real_3: 0.24538332223892212 (0.24538332223892212) | > loss_disc_real_4: 0.2894141972064972 (0.2894141972064972) | > loss_disc_real_5: 0.18440599739551544 (0.18440599739551544) | > loss_0: 2.082533597946167 (2.082533597946167) | > loss_gen: 2.567898988723755 (2.567898988723755) | > loss_kl: 2.52272891998291 (2.52272891998291) | > loss_feat: 6.886788368225098 (6.886788368225098) | > loss_mel: 17.656721115112305 (17.656721115112305) | > loss_duration: 2.446070432662964 (2.446070432662964) | > loss_1: 32.08020782470703 (32.08020782470703)  --> STEP: 2 | > loss_disc: 2.25610613822937 (2.1693198680877686) | > loss_disc_real_0: 0.20911093056201935 (0.13207226619124413) | > loss_disc_real_1: 0.18432898819446564 (0.1580500826239586) | > loss_disc_real_2: 0.1801012009382248 (0.16354402899742126) | > loss_disc_real_3: 0.255982369184494 (0.25068284571170807) | > loss_disc_real_4: 0.2277955710887909 (0.25860488414764404) | > loss_disc_real_5: 0.24382384121418 (0.21411491930484772) | > loss_0: 2.25610613822937 (2.1693198680877686) | > loss_gen: 2.7346651554107666 (2.6512820720672607) | > loss_kl: 2.907547950744629 (2.7151384353637695) | > loss_feat: 6.081904411315918 (6.484346389770508) | > loss_mel: 17.583515167236328 (17.620118141174316) | > loss_duration: 2.469099998474121 (2.4575852155685425) | > loss_1: 31.7767333984375 (31.928470611572266)  --> STEP: 3 | > loss_disc: 2.573424816131592 (2.3040215174357095) | > loss_disc_real_0: 0.1338614523410797 (0.13266866157452264) | > loss_disc_real_1: 0.16195884346961975 (0.15935300290584564) | > loss_disc_real_2: 0.2615269720554352 (0.19620501001675925) | > loss_disc_real_3: 0.25725796818733215 (0.25287455320358276) | > loss_disc_real_4: 0.2744761109352112 (0.26389529307683307) | > loss_disc_real_5: 0.26274919509887695 (0.23032634456952414) | > loss_0: 2.573424816131592 (2.3040215174357095) | > loss_gen: 2.20212459564209 (2.5015629132588706) | > loss_kl: 3.4098379611968994 (2.946704943974813) | > loss_feat: 6.744515419006348 (6.571069399515788) | > loss_mel: 17.02138328552246 (17.42053985595703) | > loss_duration: 2.3916473388671875 (2.4356059233347573) | > loss_1: 31.769508361816406 (31.87548319498698)  --> STEP: 4 | > loss_disc: 2.5221428871154785 (2.358551859855652) | > loss_disc_real_0: 0.08919359743595123 (0.1217998955398798) | > loss_disc_real_1: 0.23918786644935608 (0.17931171879172325) | > loss_disc_real_2: 0.2285885214805603 (0.2043008878827095) | > loss_disc_real_3: 0.33922192454338074 (0.27446139603853226) | > loss_disc_real_4: 0.28170356154441833 (0.2683473601937294) | > loss_disc_real_5: 0.2549326419830322 (0.23647791892290115) | > loss_0: 2.5221428871154785 (2.358551859855652) | > loss_gen: 2.3460216522216797 (2.4626775979995728) | > loss_kl: 3.530043840408325 (3.092539668083191) | > loss_feat: 6.167616367340088 (6.470206141471863) | > loss_mel: 16.60044288635254 (17.215515613555908) | > loss_duration: 2.388319492340088 (2.42378431558609) | > loss_1: 31.03244400024414 (31.66472339630127)  --> STEP: 5 | > loss_disc: 2.1199402809143066 (2.3108295440673827) | > loss_disc_real_0: 0.14402595162391663 (0.12624510675668715) | > loss_disc_real_1: 0.15953963994979858 (0.17535730302333832) | > loss_disc_real_2: 0.21801871061325073 (0.20704445242881775) | > loss_disc_real_3: 0.3395318388938904 (0.28747548460960387) | > loss_disc_real_4: 0.27565473318099976 (0.26980883479118345) | > loss_disc_real_5: 0.18519246578216553 (0.22622082829475404) | > loss_0: 2.1199402809143066 (2.3108295440673827) | > loss_gen: 3.043849468231201 (2.5789119720458986) | > loss_kl: 3.4100286960601807 (3.156037473678589) | > loss_feat: 7.57982063293457 (6.692129039764405) | > loss_mel: 19.76644515991211 (17.725701522827148) | > loss_duration: 2.342531442642212 (2.4075337409973145) | > loss_1: 36.142677307128906 (32.5603141784668)  --> STEP: 6 | > loss_disc: 2.4608380794525146 (2.3358309666315713) | > loss_disc_real_0: 0.16115064918994904 (0.13206269716223082) | > loss_disc_real_1: 0.20843450725078583 (0.18087017039457956) | > loss_disc_real_2: 0.2590177357196808 (0.21570666631062826) | > loss_disc_real_3: 0.2853735089302063 (0.2871251553297043) | > loss_disc_real_4: 0.24753066897392273 (0.26609580715497333) | > loss_disc_real_5: 0.29492172598838806 (0.2376709779103597) | > loss_0: 2.4608380794525146 (2.3358309666315713) | > loss_gen: 2.482966423034668 (2.5629210472106934) | > loss_kl: 3.6076955795288086 (3.2313138246536255) | > loss_feat: 7.945378303527832 (6.901003917058309) | > loss_mel: 18.214738845825195 (17.807207743326824) | > loss_duration: 2.1721155643463135 (2.3682973782221475) | > loss_1: 34.42289352416992 (32.87074406941732)  --> STEP: 7 | > loss_disc: 2.341667652130127 (2.336664778845651) | > loss_disc_real_0: 0.13599467277526855 (0.13262440796409333) | > loss_disc_real_1: 0.26601681113243103 (0.19303397621427262) | > loss_disc_real_2: 0.1841379702091217 (0.2111968525818416) | > loss_disc_real_3: 0.2564314305782318 (0.2827403375080654) | > loss_disc_real_4: 0.25910237431526184 (0.26509674532072885) | > loss_disc_real_5: 0.27759891748428345 (0.2433749692780631) | > loss_0: 2.341667652130127 (2.336664778845651) | > loss_gen: 2.500664710998535 (2.5540272848946706) | > loss_kl: 3.9475443363189697 (3.333632469177246) | > loss_feat: 6.652040481567383 (6.865437711988177) | > loss_mel: 16.37314796447754 (17.60234206063407) | > loss_duration: 2.4599151611328125 (2.381385632923671) | > loss_1: 31.933311462402344 (32.736825125558035)  --> STEP: 8 | > loss_disc: 2.269113063812256 (2.3282208144664764) | > loss_disc_real_0: 0.1602945327758789 (0.13608317356556654) | > loss_disc_real_1: 0.2546791136264801 (0.20073961839079857) | > loss_disc_real_2: 0.1702553629875183 (0.2060791663825512) | > loss_disc_real_3: 0.35238802433013916 (0.2914462983608246) | > loss_disc_real_4: 0.19058126211166382 (0.2557823099195957) | > loss_disc_real_5: 0.19200974702835083 (0.23695431649684906) | > loss_0: 2.269113063812256 (2.3282208144664764) | > loss_gen: 2.7341415882110596 (2.5765415728092194) | > loss_kl: 3.4525527954101562 (3.34849750995636) | > loss_feat: 9.364542961120605 (7.17782586812973) | > loss_mel: 20.404903411865234 (17.952662229537964) | > loss_duration: 2.276116371154785 (2.3682269752025604) | > loss_1: 38.23225784301758 (33.42375421524048)  --> STEP: 9 | > loss_disc: 2.377448797225952 (2.3336905903286405) | > loss_disc_real_0: 0.18533402681350708 (0.14155549059311548) | > loss_disc_real_1: 0.21345902979373932 (0.20215288632445866) | > loss_disc_real_2: 0.2747846841812134 (0.21371311280462477) | > loss_disc_real_3: 0.3351460099220276 (0.29630182186762494) | > loss_disc_real_4: 0.276903361082077 (0.25812909338209367) | > loss_disc_real_5: 0.2889079749584198 (0.24272694521480137) | > loss_0: 2.377448797225952 (2.3336905903286405) | > loss_gen: 3.028728723526001 (2.6267845895555286) | > loss_kl: 1.963883876800537 (3.194651550716824) | > loss_feat: 9.15368938446045 (7.397366258833143) | > loss_mel: 18.61641502380371 (18.026412540011936) | > loss_duration: 2.1858432292938232 (2.347962114546034) | > loss_1: 34.94856262207031 (33.5931773715549)  --> STEP: 10 | > loss_disc: 2.4356884956359863 (2.343890380859375) | > loss_disc_real_0: 0.11784341186285019 (0.13918428272008895) | > loss_disc_real_1: 0.2253563106060028 (0.20447322875261306) | > loss_disc_real_2: 0.21813546121120453 (0.21415534764528274) | > loss_disc_real_3: 0.2860355079174042 (0.29527519047260287) | > loss_disc_real_4: 0.23257654905319214 (0.2555738389492035) | > loss_disc_real_5: 0.2457345873117447 (0.2430277094244957) | > loss_0: 2.4356884956359863 (2.343890380859375) | > loss_gen: 2.238845109939575 (2.587990641593933) | > loss_kl: 3.084341287612915 (3.1836205244064333) | > loss_feat: 5.629673004150391 (7.2205969333648685) | > loss_mel: 14.143726348876953 (17.638143920898436) | > loss_duration: 2.3709709644317627 (2.350262999534607) | > loss_1: 27.467557907104492 (32.98061542510986)  --> STEP: 11 | > loss_disc: 2.663444757461548 (2.3729407787323) | > loss_disc_real_0: 0.16582459211349487 (0.1416061290285804) | > loss_disc_real_1: 0.18723908066749573 (0.2029064880176024) | > loss_disc_real_2: 0.27495235204696655 (0.21968234804543582) | > loss_disc_real_3: 0.2859684228897095 (0.2944291206923398) | > loss_disc_real_4: 0.25883734226226807 (0.255870521068573) | > loss_disc_real_5: 0.24464519321918488 (0.24317475340583108) | > loss_0: 2.663444757461548 (2.3729407787323) | > loss_gen: 2.1422457695007324 (2.5474683804945513) | > loss_kl: 3.360654592514038 (3.1997145305980337) | > loss_feat: 5.575041770935059 (7.071001009507612) | > loss_mel: 16.000139236450195 (17.489234404130414) | > loss_duration: 2.531663417816162 (2.366753946651112) | > loss_1: 29.6097469329834 (32.67417283491655)  --> STEP: 12 | > loss_disc: 2.307217836380005 (2.3674638668696084) | > loss_disc_real_0: 0.09096566587686539 (0.13738609043260416) | > loss_disc_real_1: 0.18881413340568542 (0.20173212513327599) | > loss_disc_real_2: 0.25034838914871216 (0.22223785147070885) | > loss_disc_real_3: 0.25892189145088196 (0.29147018492221827) | > loss_disc_real_4: 0.23428790271282196 (0.2540719695389271) | > loss_disc_real_5: 0.16433319449424744 (0.23660462349653244) | > loss_0: 2.307217836380005 (2.3674638668696084) | > loss_gen: 2.457601308822632 (2.5399794578552246) | > loss_kl: 2.5920190811157227 (3.1490732431411743) | > loss_feat: 5.123355865478516 (6.908697247505188) | > loss_mel: 17.019012451171875 (17.45004924138387) | > loss_duration: 2.239898681640625 (2.3561826745669046) | > loss_1: 29.431886672973633 (32.4039823214213)  --> STEP: 13 | > loss_disc: 2.630141258239746 (2.3876698200519266) | > loss_disc_real_0: 0.15245723724365234 (0.1385454094180694) | > loss_disc_real_1: 0.25501543283462524 (0.20583084111030286) | > loss_disc_real_2: 0.2234736531972885 (0.2223329131419842) | > loss_disc_real_3: 0.3814789056777954 (0.29839393267264724) | > loss_disc_real_4: 0.31036749482154846 (0.25840239456066716) | > loss_disc_real_5: 0.29722508788108826 (0.24126773614149827) | > loss_0: 2.630141258239746 (2.3876698200519266) | > loss_gen: 2.4391305446624756 (2.53222184914809) | > loss_kl: 3.1131184101104736 (3.146307486754197) | > loss_feat: 5.661629676818848 (6.8127689728370076) | > loss_mel: 15.939254760742188 (17.33383428133451) | > loss_duration: 2.2859997749328613 (2.3507839899796705) | > loss_1: 29.439132690429688 (32.17591696519118)  --> STEP: 14 | > loss_disc: 2.4153003692626953 (2.389643430709839) | > loss_disc_real_0: 0.15028922259807587 (0.1393842532166413) | > loss_disc_real_1: 0.199448823928833 (0.20537498274019786) | > loss_disc_real_2: 0.2542412281036377 (0.22461207849638803) | > loss_disc_real_3: 0.2924259603023529 (0.29796764893191197) | > loss_disc_real_4: 0.17980808019638062 (0.25278851496321814) | > loss_disc_real_5: 0.13185380399227142 (0.23345245527369635) | > loss_0: 2.4153003692626953 (2.389643430709839) | > loss_gen: 2.252411127090454 (2.512235369001116) | > loss_kl: 2.882366180419922 (3.127454536301749) | > loss_feat: 6.348554611206055 (6.779610804149082) | > loss_mel: 18.15870475769043 (17.39275360107422) | > loss_duration: 2.4242725372314453 (2.3560331719262257) | > loss_1: 32.066307067871094 (32.16808768681117)  --> STEP: 15 | > loss_disc: 2.424874782562256 (2.3919921875) | > loss_disc_real_0: 0.10677145421504974 (0.13721006661653518) | > loss_disc_real_1: 0.20168443024158478 (0.205128945906957) | > loss_disc_real_2: 0.2772020995616913 (0.22811807990074157) | > loss_disc_real_3: 0.2561039924621582 (0.29517673850059506) | > loss_disc_real_4: 0.1960221529006958 (0.24900409082571665) | > loss_disc_real_5: 0.17182734608650208 (0.22934411466121674) | > loss_0: 2.424874782562256 (2.3919921875) | > loss_gen: 2.285787582397461 (2.4971388498942058) | > loss_kl: 3.6298835277557373 (3.1609498023986817) | > loss_feat: 5.851466655731201 (6.717734527587891) | > loss_mel: 17.618667602539062 (17.40781453450521) | > loss_duration: 2.434617757797241 (2.3612721443176268) | > loss_1: 31.820423126220703 (32.14491004943847)  --> STEP: 16 | > loss_disc: 2.399695634841919 (2.39247365295887) | > loss_disc_real_0: 0.13697123527526855 (0.13719513965770602) | > loss_disc_real_1: 0.19440963864326477 (0.20445898920297623) | > loss_disc_real_2: 0.3041987717151642 (0.232873123139143) | > loss_disc_real_3: 0.26260045170783997 (0.29314072057604784) | > loss_disc_real_4: 0.21754972636699677 (0.24703819304704666) | > loss_disc_real_5: 0.1220964714884758 (0.22264113696292043) | > loss_0: 2.399695634841919 (2.39247365295887) | > loss_gen: 2.3643059730529785 (2.488836795091629) | > loss_kl: 2.760504722595215 (3.135921984910965) | > loss_feat: 8.010271072387695 (6.798518061637878) | > loss_mel: 15.413904190063477 (17.2831951379776) | > loss_duration: 2.3752593994140625 (2.362146347761154) | > loss_1: 30.924245834350586 (32.06861853599548)  --> STEP: 17 | > loss_disc: 2.6423583030700684 (2.4071727500242344) | > loss_disc_real_0: 0.14712168276309967 (0.13777905395802328) | > loss_disc_real_1: 0.2771685719490051 (0.2087360234821544) | > loss_disc_real_2: 0.32385560870170593 (0.23822503405458786) | > loss_disc_real_3: 0.2913891077041626 (0.2930376845247605) | > loss_disc_real_4: 0.31226611137390137 (0.2508751294192146) | > loss_disc_real_5: 0.4417222738265991 (0.2355282626607839) | > loss_0: 2.6423583030700684 (2.4071727500242344) | > loss_gen: 2.8511104583740234 (2.510147010578829) | > loss_kl: 2.2417471408843994 (3.083323464674108) | > loss_feat: 5.74500036239624 (6.736546432270723) | > loss_mel: 16.448129653930664 (17.234073638916016) | > loss_duration: 2.4620323181152344 (2.3680219930761) | > loss_1: 29.74802017211914 (31.93211274988511)  --> STEP: 18 | > loss_disc: 2.2365942001342773 (2.397696163919237) | > loss_disc_real_0: 0.13437528908252716 (0.1375899559093846) | > loss_disc_real_1: 0.24490725994110107 (0.21074553661876255) | > loss_disc_real_2: 0.19860519468784332 (0.2360239318675465) | > loss_disc_real_3: 0.26246729493141174 (0.2913393295473522) | > loss_disc_real_4: 0.2138606160879135 (0.24881876756747565) | > loss_disc_real_5: 0.25336581468582153 (0.23651923777328598) | > loss_0: 2.2365942001342773 (2.397696163919237) | > loss_gen: 2.640536069869995 (2.5173908472061157) | > loss_kl: 3.1907389163970947 (3.0892909897698297) | > loss_feat: 9.144588470458984 (6.870326545503405) | > loss_mel: 15.928844451904297 (17.161560906304253) | > loss_duration: 2.2431833744049072 (2.361086514261034) | > loss_1: 33.147891998291016 (31.999656041463215)  --> STEP: 19 | > loss_disc: 2.7203752994537354 (2.4146792763157894) | > loss_disc_real_0: 0.1737947314977646 (0.1394954704140362) | > loss_disc_real_1: 0.23133628070354462 (0.2118292599916458) | > loss_disc_real_2: 0.2400444895029068 (0.23623554016414441) | > loss_disc_real_3: 0.30672943592071533 (0.29214933514595026) | > loss_disc_real_4: 0.2962074279785156 (0.25131290758910935) | > loss_disc_real_5: 0.2935364246368408 (0.239520142345052) | > loss_0: 2.7203752994537354 (2.4146792763157894) | > loss_gen: 2.2115161418914795 (2.5012921785053455) | > loss_kl: 2.029245376586914 (3.0334991153917814) | > loss_feat: 5.728343486785889 (6.810222173991956) | > loss_mel: 14.51740837097168 (17.02239498339201) | > loss_duration: 2.3901734352111816 (2.362617404837357) | > loss_1: 26.876686096191406 (31.730026044343646)  --> STEP: 20 | > loss_disc: 2.3517165184020996 (2.411531138420105) | > loss_disc_real_0: 0.11374740302562714 (0.13820806704461575) | > loss_disc_real_1: 0.20954780280590057 (0.21171518713235854) | > loss_disc_real_2: 0.23294106125831604 (0.236070816218853) | > loss_disc_real_3: 0.2950918674468994 (0.2922964617609977) | > loss_disc_real_4: 0.3159002661705017 (0.254542275518179) | > loss_disc_real_5: 0.27595940232276917 (0.24134210534393788) | > loss_0: 2.3517165184020996 (2.411531138420105) | > loss_gen: 2.689730167388916 (2.510714077949524) | > loss_kl: 1.9636907577514648 (2.9800086975097657) | > loss_feat: 6.411355495452881 (6.790278840065002) | > loss_mel: 18.316293716430664 (17.087089920043944) | > loss_duration: 2.323791027069092 (2.3606760859489437) | > loss_1: 31.70486068725586 (31.728767776489256)  --> STEP: 21 | > loss_disc: 2.4701082706451416 (2.4143205256689164) | > loss_disc_real_0: 0.11268177628517151 (0.13699252938940412) | > loss_disc_real_1: 0.20839336514472961 (0.21155700513294765) | > loss_disc_real_2: 0.2668810486793518 (0.23753797014554343) | > loss_disc_real_3: 0.29288026690483093 (0.2923242620059422) | > loss_disc_real_4: 0.2928885817527771 (0.2563682901007789) | > loss_disc_real_5: 0.30286431312561035 (0.24427173428592228) | > loss_0: 2.4701082706451416 (2.4143205256689164) | > loss_gen: 2.4491994380950928 (2.507784809385027) | > loss_kl: 2.643711805343628 (2.9639945597875688) | > loss_feat: 5.660185813903809 (6.736464886438279) | > loss_mel: 14.496598243713379 (16.963733173552015) | > loss_duration: 2.1570026874542236 (2.3509773526872904) | > loss_1: 27.40669822692871 (31.5229549407959)  --> STEP: 22 | > loss_disc: 2.533677577972412 (2.419745846228166) | > loss_disc_real_0: 0.11361085623502731 (0.13592972606420517) | > loss_disc_real_1: 0.22826339304447174 (0.2123163864016533) | > loss_disc_real_2: 0.2740308344364166 (0.23919673670421948) | > loss_disc_real_3: 0.30662599205970764 (0.29297434064474975) | > loss_disc_real_4: 0.2772529423236847 (0.25731759247454733) | > loss_disc_real_5: 0.2845105230808258 (0.24610077014023607) | > loss_0: 2.533677577972412 (2.419745846228166) | > loss_gen: 2.4539871215820312 (2.505339459939436) | > loss_kl: 2.327047348022461 (2.9350424137982456) | > loss_feat: 6.961731433868408 (6.74670427495783) | > loss_mel: 16.757047653198242 (16.954338377172295) | > loss_duration: 2.2200350761413574 (2.345025431026112) | > loss_1: 30.7198486328125 (31.486450108614836)  --> STEP: 23 | > loss_disc: 2.6209516525268555 (2.4284939247628916) | > loss_disc_real_0: 0.282967209815979 (0.14232266014036926) | > loss_disc_real_1: 0.22936265170574188 (0.21305752837139627) | > loss_disc_real_2: 0.31528347730636597 (0.24250485586083453) | > loss_disc_real_3: 0.3252998888492584 (0.2943797992623371) | > loss_disc_real_4: 0.2538136839866638 (0.25716524862724804) | > loss_disc_real_5: 0.2301207035779953 (0.24540598463752997) | > loss_0: 2.6209516525268555 (2.4284939247628916) | > loss_gen: 2.516427516937256 (2.505821549374124) | > loss_kl: 2.9698643684387207 (2.9365564118260923) | > loss_feat: 7.69169807434082 (6.787790961887525) | > loss_mel: 16.699722290039062 (16.94326811251433) | > loss_duration: 2.2947590351104736 (2.342839935551519) | > loss_1: 32.17247009277344 (31.516277064447817)  --> STEP: 24 | > loss_disc: 2.3647537231445312 (2.4258380830287933) | > loss_disc_real_0: 0.0766816958785057 (0.13958761996279162) | > loss_disc_real_1: 0.19293752312660217 (0.21221919481952986) | > loss_disc_real_2: 0.2268030196428299 (0.24185061268508434) | > loss_disc_real_3: 0.2725023031234741 (0.29346823692321783) | > loss_disc_real_4: 0.25970855355262756 (0.2572712196658055) | > loss_disc_real_5: 0.25775691866874695 (0.24592060688883066) | > loss_0: 2.3647537231445312 (2.4258380830287933) | > loss_gen: 2.3134984970092773 (2.497808088858922) | > loss_kl: 2.6601336002349854 (2.9250387946764627) | > loss_feat: 6.629572868347168 (6.781198541323344) | > loss_mel: 17.735788345336914 (16.976289788881935) | > loss_duration: 2.4555583000183105 (2.3475365340709686) | > loss_1: 31.794551849365234 (31.52787184715271)  --> STEP: 25 | > loss_disc: 2.506282091140747 (2.4290558433532716) | > loss_disc_real_0: 0.1384129524230957 (0.13954063326120378) | > loss_disc_real_1: 0.2752722203731537 (0.2147413158416748) | > loss_disc_real_2: 0.2366631180047989 (0.24164311289787294) | > loss_disc_real_3: 0.3025340139865875 (0.29383086800575264) | > loss_disc_real_4: 0.278170645236969 (0.25810719668865206) | > loss_disc_real_5: 0.27480965852737427 (0.2470761689543724) | > loss_0: 2.506282091140747 (2.4290558433532716) | > loss_gen: 2.410858631134033 (2.4943301105499263) | > loss_kl: 2.978746175765991 (2.927187089920044) | > loss_feat: 6.384528636932373 (6.765331745147705) | > loss_mel: 15.211771965026855 (16.90570907592773) | > loss_duration: 2.4119558334350586 (2.3501133060455324) | > loss_1: 29.39786148071289 (31.442671432495118)  --> STEP: 26 | > loss_disc: 2.856271743774414 (2.4454872241387) | > loss_disc_real_0: 0.1944805085659027 (0.1416537053883076) | > loss_disc_real_1: 0.3387063145637512 (0.2195092004079085) | > loss_disc_real_2: 0.27498364448547363 (0.24292544103585756) | > loss_disc_real_3: 0.267017662525177 (0.29279959087188434) | > loss_disc_real_4: 0.2486804872751236 (0.2577446309419779) | > loss_disc_real_5: 0.2867164611816406 (0.2486007955784981) | > loss_0: 2.856271743774414 (2.4454872241387) | > loss_gen: 1.9493755102157593 (2.473370318229381) | > loss_kl: 2.6472887992858887 (2.9164217710494995) | > loss_feat: 4.550613880157471 (6.680150288801927) | > loss_mel: 8.732133865356445 (16.59134079859807) | > loss_duration: 2.294210910797119 (2.3479632139205933) | > loss_1: 20.173622131347656 (31.00924645937406) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025040278067955603 (-8.399669940654985e-05) | > avg_loss_disc: 2.4454872241387 (-0.05539318231435919) | > avg_loss_disc_real_0: 0.1416537053883076 (-0.032936207090432795) | > avg_loss_disc_real_1: 0.2195092004079085 (+0.0777244554975858) | > avg_loss_disc_real_2: 0.24292544103585756 (+0.004661416205076069) | > avg_loss_disc_real_3: 0.29279959087188434 (+0.01911880419804507) | > avg_loss_disc_real_4: 0.2577446309419779 (-0.019033770721692267) | > avg_loss_disc_real_5: 0.2486007955784981 (-0.026801274946102766) | > avg_loss_0: 2.4454872241387 (-0.05539318231435919) | > avg_loss_gen: 2.473370318229381 (+0.053346455097198486) | > avg_loss_kl: 2.9164217710494995 (-0.3350385656723609) | > avg_loss_feat: 6.680150288801927 (+0.046188446191640864) | > avg_loss_mel: 16.59134079859807 (-0.9153624314528273) | > avg_loss_duration: 2.3479632139205933 (+0.009639299832857606) | > avg_loss_1: 31.00924645937406 (-1.1412264750553973)  > EPOCH: 753/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:31:06)   --> TIME: 2024-06-12 00:31:11 -- STEP: 9/330 -- GLOBAL_STEP: 336500 | > loss_disc: 2.4243531227111816 (2.327375676896837) | > loss_disc_real_0: 0.11726384609937668 (0.1085134024421374) | > loss_disc_real_1: 0.23906221985816956 (0.19460403588083056) | > loss_disc_real_2: 0.19302113354206085 (0.20876499679353502) | > loss_disc_real_3: 0.25110727548599243 (0.22847923470868003) | > loss_disc_real_4: 0.24277888238430023 (0.23314668072594535) | > loss_disc_real_5: 0.24964570999145508 (0.23341325753264958) | > loss_0: 2.4243531227111816 (2.327375676896837) | > grad_norm_0: tensor(8.8794, device='cuda:0') (tensor(6.6291, device='cuda:0')) | > loss_gen: 2.452120304107666 (2.466797113418579) | > loss_kl: 2.0486795902252197 (1.9168656137254503) | > loss_feat: 6.373644828796387 (6.649055586920844) | > loss_mel: 17.9913272857666 (17.678676393296982) | > loss_duration: 2.0546960830688477 (2.1009534729851618) | > loss_1: 30.920467376708984 (30.812348259819878) | > grad_norm_1: tensor(60.5047, device='cuda:0') (tensor(66.9093, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3506 (0.3648755020565457) | > loader_time: 0.0033 (0.0032016966078016493) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_336500.pth  --> TIME: 2024-06-12 00:31:25 -- STEP: 34/330 -- GLOBAL_STEP: 336525 | > loss_disc: 2.222562313079834 (2.3104033890892475) | > loss_disc_real_0: 0.09322430938482285 (0.1023392033051042) | > loss_disc_real_1: 0.17754490673542023 (0.19831673888599174) | > loss_disc_real_2: 0.18629255890846252 (0.2069816909292165) | > loss_disc_real_3: 0.2240094244480133 (0.2245913424036082) | > loss_disc_real_4: 0.23950745165348053 (0.22715410721652649) | > loss_disc_real_5: 0.1896907538175583 (0.2225205056807574) | > loss_0: 2.222562313079834 (2.3104033890892475) | > grad_norm_0: tensor(7.1368, device='cuda:0') (tensor(8.0102, device='cuda:0')) | > loss_gen: 2.6642541885375977 (2.5275162809035363) | > loss_kl: 1.9373375177383423 (1.9038411133429582) | > loss_feat: 7.65992546081543 (6.989167199415319) | > loss_mel: 17.82720947265625 (17.517709143021527) | > loss_duration: 2.0083837509155273 (2.011835988830117) | > loss_1: 32.097110748291016 (30.950069932376636) | > grad_norm_1: tensor(86.0626, device='cuda:0') (tensor(74.3922, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.354 (0.3705451768987319) | > loader_time: 0.004 (0.0033582729451796588)  --> TIME: 2024-06-12 00:31:35 -- STEP: 59/330 -- GLOBAL_STEP: 336550 | > loss_disc: 2.250065326690674 (2.328567116947497) | > loss_disc_real_0: 0.0997861996293068 (0.10301205515861511) | > loss_disc_real_1: 0.22039620578289032 (0.19937425826565694) | > loss_disc_real_2: 0.18948058784008026 (0.2082447899600207) | > loss_disc_real_3: 0.21320854127407074 (0.2268207255056349) | > loss_disc_real_4: 0.219370499253273 (0.23023349274013002) | > loss_disc_real_5: 0.21684877574443817 (0.22316047625016358) | > loss_0: 2.250065326690674 (2.328567116947497) | > grad_norm_0: tensor(10.7630, device='cuda:0') (tensor(8.1525, device='cuda:0')) | > loss_gen: 2.6644396781921387 (2.5159690622556012) | > loss_kl: 1.8333580493927002 (1.9203682228670282) | > loss_feat: 7.282068252563477 (7.044710337105444) | > loss_mel: 16.986000061035156 (17.440184690184513) | > loss_duration: 1.9723374843597412 (1.9936659396704985) | > loss_1: 30.738203048706055 (30.91489843594826) | > grad_norm_1: tensor(108.6691, device='cuda:0') (tensor(69.4986, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3689 (0.37529754638671875) | > loader_time: 0.0035 (0.003476332809965489)  --> TIME: 2024-06-12 00:31:44 -- STEP: 84/330 -- GLOBAL_STEP: 336575 | > loss_disc: 2.3667211532592773 (2.335441560972304) | > loss_disc_real_0: 0.08546917885541916 (0.10565779189623538) | > loss_disc_real_1: 0.2126317173242569 (0.19890504259438752) | > loss_disc_real_2: 0.20290790498256683 (0.20842731069950832) | > loss_disc_real_3: 0.23164241015911102 (0.22752340137958527) | > loss_disc_real_4: 0.24464386701583862 (0.23085883703260196) | > loss_disc_real_5: 0.24133293330669403 (0.22308701365476563) | > loss_0: 2.3667211532592773 (2.335441560972304) | > grad_norm_0: tensor(11.9905, device='cuda:0') (tensor(8.6959, device='cuda:0')) | > loss_gen: 2.5245299339294434 (2.502794140861148) | > loss_kl: 2.027787446975708 (1.9503906582083022) | > loss_feat: 6.450216770172119 (7.059385577837626) | > loss_mel: 16.900577545166016 (17.450077613194775) | > loss_duration: 2.0638856887817383 (1.987775701852072) | > loss_1: 29.966999053955078 (30.950423808324906) | > grad_norm_1: tensor(194.4394, device='cuda:0') (tensor(78.9638, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3729 (0.375019873891558) | > loader_time: 0.0037 (0.0035600236483982633)  --> TIME: 2024-06-12 00:31:54 -- STEP: 109/330 -- GLOBAL_STEP: 336600 | > loss_disc: 2.329573154449463 (2.3382120635531356) | > loss_disc_real_0: 0.12502403557300568 (0.10829529337106494) | > loss_disc_real_1: 0.23023292422294617 (0.19770593859186966) | > loss_disc_real_2: 0.21587325632572174 (0.20927554081886188) | > loss_disc_real_3: 0.2385990172624588 (0.2276020151212675) | > loss_disc_real_4: 0.21400736272335052 (0.2310738910775666) | > loss_disc_real_5: 0.23310871422290802 (0.2233018194316724) | > loss_0: 2.329573154449463 (2.3382120635531356) | > grad_norm_0: tensor(4.9968, device='cuda:0') (tensor(8.4293, device='cuda:0')) | > loss_gen: 2.47540020942688 (2.494535936128108) | > loss_kl: 2.1415581703186035 (1.9657940788006565) | > loss_feat: 7.202406883239746 (7.002847557767816) | > loss_mel: 16.95368003845215 (17.371688956514404) | > loss_duration: 1.9571247100830078 (1.990622707463186) | > loss_1: 30.73017120361328 (30.825489201676955) | > grad_norm_1: tensor(137.4533, device='cuda:0') (tensor(83.6022, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3779 (0.37508270718635767) | > loader_time: 0.004 (0.003646393434717021)  --> TIME: 2024-06-12 00:32:03 -- STEP: 134/330 -- GLOBAL_STEP: 336625 | > loss_disc: 2.3877804279327393 (2.3460870465235915) | > loss_disc_real_0: 0.10388397425413132 (0.10985675654304561) | > loss_disc_real_1: 0.158901184797287 (0.19730752517483133) | > loss_disc_real_2: 0.21350738406181335 (0.20977283069002095) | > loss_disc_real_3: 0.23981629312038422 (0.22808136957794872) | > loss_disc_real_4: 0.22379787266254425 (0.23021979251904273) | > loss_disc_real_5: 0.20407693088054657 (0.2230024851525008) | > loss_0: 2.3877804279327393 (2.3460870465235915) | > grad_norm_0: tensor(8.8099, device='cuda:0') (tensor(8.5783, device='cuda:0')) | > loss_gen: 2.522953748703003 (2.4825865830948093) | > loss_kl: 2.070099115371704 (1.9774692894807502) | > loss_feat: 7.625556945800781 (6.986836397825782) | > loss_mel: 17.82463264465332 (17.382016530677454) | > loss_duration: 2.0143816471099854 (1.9951075742493813) | > loss_1: 32.05762481689453 (30.824016357535747) | > grad_norm_1: tensor(124.8367, device='cuda:0') (tensor(83.8088, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3831 (0.3749364916958026) | > loader_time: 0.0041 (0.0037375314911799644)  --> TIME: 2024-06-12 00:32:13 -- STEP: 159/330 -- GLOBAL_STEP: 336650 | > loss_disc: 2.2798914909362793 (2.3465411303178314) | > loss_disc_real_0: 0.10490016639232635 (0.11150371503530059) | > loss_disc_real_1: 0.20090855658054352 (0.19701243768323148) | > loss_disc_real_2: 0.17448341846466064 (0.20963396113248742) | > loss_disc_real_3: 0.2436067909002304 (0.22793568951903648) | > loss_disc_real_4: 0.24913589656352997 (0.2305501016243449) | > loss_disc_real_5: 0.21182407438755035 (0.22368300251615872) | > loss_0: 2.2798914909362793 (2.3465411303178314) | > grad_norm_0: tensor(6.2785, device='cuda:0') (tensor(8.4937, device='cuda:0')) | > loss_gen: 2.5446982383728027 (2.48464415658195) | > loss_kl: 2.0929994583129883 (1.9819420493623745) | > loss_feat: 7.127362251281738 (6.995655716590162) | > loss_mel: 17.488874435424805 (17.38296177102336) | > loss_duration: 2.0294711589813232 (1.999034438493117) | > loss_1: 31.283405303955078 (30.844238053327835) | > grad_norm_1: tensor(68.0071, device='cuda:0') (tensor(84.4002, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3731 (0.37554855316689933) | > loader_time: 0.0043 (0.0037982298892998844)  --> TIME: 2024-06-12 00:32:23 -- STEP: 184/330 -- GLOBAL_STEP: 336675 | > loss_disc: 2.395995616912842 (2.355944179970284) | > loss_disc_real_0: 0.10239000618457794 (0.11278177793745113) | > loss_disc_real_1: 0.2146614044904709 (0.1973667344807283) | > loss_disc_real_2: 0.24477174878120422 (0.210576716405542) | > loss_disc_real_3: 0.27350181341171265 (0.2284199979318225) | > loss_disc_real_4: 0.24388377368450165 (0.2315582070985566) | > loss_disc_real_5: 0.2265099734067917 (0.2245184774308101) | > loss_0: 2.395995616912842 (2.355944179970284) | > grad_norm_0: tensor(14.4931, device='cuda:0') (tensor(9.0448, device='cuda:0')) | > loss_gen: 2.6149749755859375 (2.4786873330240664) | > loss_kl: 2.1372811794281006 (1.9865048242651897) | > loss_feat: 6.700783729553223 (6.981239432873934) | > loss_mel: 16.847143173217773 (17.366003632545485) | > loss_duration: 2.0450539588928223 (2.006354129184847) | > loss_1: 30.34523582458496 (30.818789295528244) | > grad_norm_1: tensor(104.8546, device='cuda:0') (tensor(91.9965, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3838 (0.37718302400215825) | > loader_time: 0.0047 (0.003913307967393294)  --> TIME: 2024-06-12 00:32:33 -- STEP: 209/330 -- GLOBAL_STEP: 336700 | > loss_disc: 2.3313961029052734 (2.3628269188712077) | > loss_disc_real_0: 0.10556309670209885 (0.1152158945656279) | > loss_disc_real_1: 0.1729646772146225 (0.197989427587062) | > loss_disc_real_2: 0.1922324150800705 (0.21061504799783515) | > loss_disc_real_3: 0.22507652640342712 (0.2287289414679605) | > loss_disc_real_4: 0.222813680768013 (0.23132286481024547) | > loss_disc_real_5: 0.1664186418056488 (0.22402381433539414) | > loss_0: 2.3313961029052734 (2.3628269188712077) | > grad_norm_0: tensor(16.8176, device='cuda:0') (tensor(11.3833, device='cuda:0')) | > loss_gen: 2.5131561756134033 (2.4763453428825106) | > loss_kl: 2.0774669647216797 (1.9919850210253702) | > loss_feat: 6.420731067657471 (6.971679673810895) | > loss_mel: 16.660350799560547 (17.344576936019106) | > loss_duration: 2.124509811401367 (2.014221660828476) | > loss_1: 29.796215057373047 (30.79880857695803) | > grad_norm_1: tensor(503.1908, device='cuda:0') (tensor(125.4564, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.3982 (0.37953555526915933) | > loader_time: 0.0047 (0.004013076353301273)  --> TIME: 2024-06-12 00:32:43 -- STEP: 234/330 -- GLOBAL_STEP: 336725 | > loss_disc: 2.266460418701172 (2.3615579696801983) | > loss_disc_real_0: 0.10806377232074738 (0.11570551093572225) | > loss_disc_real_1: 0.19025301933288574 (0.19754513754294473) | > loss_disc_real_2: 0.1781129688024521 (0.21083597208444887) | > loss_disc_real_3: 0.1970197707414627 (0.22871775473030204) | > loss_disc_real_4: 0.18146924674510956 (0.23091454880359846) | > loss_disc_real_5: 0.1719953417778015 (0.2229270302077644) | > loss_0: 2.266460418701172 (2.3615579696801983) | > grad_norm_0: tensor(34.2652, device='cuda:0') (tensor(13.3476, device='cuda:0')) | > loss_gen: 2.427504062652588 (2.481063092875683) | > loss_kl: 2.1098546981811523 (1.9990298070459285) | > loss_feat: 7.334816932678223 (6.966425349569728) | > loss_mel: 17.161903381347656 (17.308223263830207) | > loss_duration: 2.0885512828826904 (2.0231556642768718) | > loss_1: 31.122629165649414 (30.777897141937515) | > grad_norm_1: tensor(377.5532, device='cuda:0') (tensor(147.7998, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.4217 (0.38249071235330706) | > loader_time: 0.0055 (0.004142669531015251)  --> TIME: 2024-06-12 00:32:54 -- STEP: 259/330 -- GLOBAL_STEP: 336750 | > loss_disc: 2.3970301151275635 (2.363629609001188) | > loss_disc_real_0: 0.1802060306072235 (0.11664276279537834) | > loss_disc_real_1: 0.22718550264835358 (0.19799923580355627) | > loss_disc_real_2: 0.2273024171590805 (0.21106015145778656) | > loss_disc_real_3: 0.253292053937912 (0.2289737649405785) | > loss_disc_real_4: 0.2357131540775299 (0.23111201201396558) | > loss_disc_real_5: 0.2424044907093048 (0.22302308736160456) | > loss_0: 2.3970301151275635 (2.363629609001188) | > grad_norm_0: tensor(34.4916, device='cuda:0') (tensor(14.6595, device='cuda:0')) | > loss_gen: 2.6190826892852783 (2.482771894646426) | > loss_kl: 2.0276708602905273 (2.004263013025968) | > loss_feat: 6.619365215301514 (6.977268021999639) | > loss_mel: 16.799436569213867 (17.266612862988335) | > loss_duration: 2.1228222846984863 (2.030958997236715) | > loss_1: 30.188377380371094 (30.761874740188187) | > grad_norm_1: tensor(259.9868, device='cuda:0') (tensor(169.0409, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.4172 (0.3862562271618936) | > loader_time: 0.0055 (0.00426592237700827)  --> TIME: 2024-06-12 00:33:05 -- STEP: 284/330 -- GLOBAL_STEP: 336775 | > loss_disc: 2.446441650390625 (2.3662739757081144) | > loss_disc_real_0: 0.18571971356868744 (0.11850799239752158) | > loss_disc_real_1: 0.18071332573890686 (0.19818061946983073) | > loss_disc_real_2: 0.19632385671138763 (0.2113505073521339) | > loss_disc_real_3: 0.23005807399749756 (0.22886337654691347) | > loss_disc_real_4: 0.2775328755378723 (0.2312537236532695) | > loss_disc_real_5: 0.24760635197162628 (0.2225874994527286) | > loss_0: 2.446441650390625 (2.3662739757081144) | > grad_norm_0: tensor(75.7271, device='cuda:0') (tensor(17.5220, device='cuda:0')) | > loss_gen: 2.4141345024108887 (2.4845987289724207) | > loss_kl: 2.0773370265960693 (2.00834606063198) | > loss_feat: 6.938002586364746 (6.980695650611125) | > loss_mel: 16.426061630249023 (17.220042682029835) | > loss_duration: 2.148380756378174 (2.0406779147369747) | > loss_1: 30.003917694091797 (30.734360997105988) | > grad_norm_1: tensor(459.5432, device='cuda:0') (tensor(194.3111, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.4393 (0.3907732333935484) | > loader_time: 0.0061 (0.004412318619204243)  --> TIME: 2024-06-12 00:33:18 -- STEP: 309/330 -- GLOBAL_STEP: 336800 | > loss_disc: 2.5351102352142334 (2.369884526459529) | > loss_disc_real_0: 0.07315349578857422 (0.12002291019198193) | > loss_disc_real_1: 0.22438682615756989 (0.19846255802413795) | > loss_disc_real_2: 0.20123228430747986 (0.21131825186673883) | > loss_disc_real_3: 0.23459884524345398 (0.2292307310023354) | > loss_disc_real_4: 0.23941536247730255 (0.2312342619529434) | > loss_disc_real_5: 0.2150266170501709 (0.22262168311571226) | > loss_0: 2.5351102352142334 (2.369884526459529) | > grad_norm_0: tensor(51.0568, device='cuda:0') (tensor(19.5278, device='cuda:0')) | > loss_gen: 2.268733024597168 (2.4808902609309706) | > loss_kl: 1.932047963142395 (2.0113793827569224) | > loss_feat: 6.034445285797119 (6.982651192007713) | > loss_mel: 15.251145362854004 (17.16727397202674) | > loss_duration: 2.229430913925171 (2.052613562750583) | > loss_1: 27.715801239013672 (30.694808342696007) | > grad_norm_1: tensor(553.2900, device='cuda:0') (tensor(219.8003, device='cuda:0')) | > current_lr_0: 0.00018203272584455703 | > current_lr_1: 0.00018203272584455703 | > step_time: 0.5083 (0.39787641543786517) | > loader_time: 0.0082 (0.004612575456934074)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.691931962966919 (2.691931962966919) | > loss_disc_real_0: 0.21010616421699524 (0.21010616421699524) | > loss_disc_real_1: 0.17063087224960327 (0.17063087224960327) | > loss_disc_real_2: 0.13910804688930511 (0.13910804688930511) | > loss_disc_real_3: 0.21498113870620728 (0.21498113870620728) | > loss_disc_real_4: 0.21969689428806305 (0.21969689428806305) | > loss_disc_real_5: 0.24559436738491058 (0.24559436738491058) | > loss_0: 2.691931962966919 (2.691931962966919) | > loss_gen: 1.9893591403961182 (1.9893591403961182) | > loss_kl: 2.7428247928619385 (2.7428247928619385) | > loss_feat: 6.976579666137695 (6.976579666137695) | > loss_mel: 16.270578384399414 (16.270578384399414) | > loss_duration: 3.1020565032958984 (3.1020565032958984) | > loss_1: 31.081398010253906 (31.081398010253906)  --> STEP: 1 | > loss_disc: 2.3430793285369873 (2.3430793285369873) | > loss_disc_real_0: 0.13293011486530304 (0.13293011486530304) | > loss_disc_real_1: 0.22649668157100677 (0.22649668157100677) | > loss_disc_real_2: 0.2244454324245453 (0.2244454324245453) | > loss_disc_real_3: 0.2463940978050232 (0.2463940978050232) | > loss_disc_real_4: 0.23300248384475708 (0.23300248384475708) | > loss_disc_real_5: 0.2440822869539261 (0.2440822869539261) | > loss_0: 2.3430793285369873 (2.3430793285369873) | > loss_gen: 2.4340150356292725 (2.4340150356292725) | > loss_kl: 3.597501754760742 (3.597501754760742) | > loss_feat: 4.613205432891846 (4.613205432891846) | > loss_mel: 16.738840103149414 (16.738840103149414) | > loss_duration: 2.4410266876220703 (2.4410266876220703) | > loss_1: 29.824588775634766 (29.824588775634766)  --> STEP: 2 | > loss_disc: 2.406756639480591 (2.374917984008789) | > loss_disc_real_0: 0.12937240302562714 (0.1311512589454651) | > loss_disc_real_1: 0.151177778840065 (0.1888372302055359) | > loss_disc_real_2: 0.18324343860149384 (0.20384443551301956) | > loss_disc_real_3: 0.2655644714832306 (0.2559792846441269) | > loss_disc_real_4: 0.2604103684425354 (0.24670642614364624) | > loss_disc_real_5: 0.24469482898712158 (0.24438855797052383) | > loss_0: 2.406756639480591 (2.374917984008789) | > loss_gen: 2.2217023372650146 (2.3278586864471436) | > loss_kl: 2.715411424636841 (3.1564565896987915) | > loss_feat: 5.734060287475586 (5.173632860183716) | > loss_mel: 18.239948272705078 (17.489394187927246) | > loss_duration: 2.510470151901245 (2.4757484197616577) | > loss_1: 31.42159080505371 (30.62308979034424)  --> STEP: 3 | > loss_disc: 2.2665915489196777 (2.3388091723124185) | > loss_disc_real_0: 0.07189574837684631 (0.11139942208925883) | > loss_disc_real_1: 0.13306336104869843 (0.17024594048659006) | > loss_disc_real_2: 0.15595614910125732 (0.18788167337576547) | > loss_disc_real_3: 0.2538767457008362 (0.25527843832969666) | > loss_disc_real_4: 0.2461560070514679 (0.24652295311292013) | > loss_disc_real_5: 0.24555736780166626 (0.24477816124757132) | > loss_0: 2.2665915489196777 (2.3388091723124185) | > loss_gen: 2.2804782390594482 (2.3120652039845786) | > loss_kl: 3.381845474243164 (3.231586217880249) | > loss_feat: 6.606243133544922 (5.651169617970784) | > loss_mel: 17.88648223876953 (17.62175687154134) | > loss_duration: 2.3662562370300293 (2.4392510255177817) | > loss_1: 32.521305084228516 (31.255828221638996)  --> STEP: 4 | > loss_disc: 2.5217323303222656 (2.3845399618148804) | > loss_disc_real_0: 0.1326434314250946 (0.11671042442321777) | > loss_disc_real_1: 0.22665895521640778 (0.1843491941690445) | > loss_disc_real_2: 0.19464755058288574 (0.18957314267754555) | > loss_disc_real_3: 0.278665155172348 (0.2611251175403595) | > loss_disc_real_4: 0.25266167521476746 (0.24805763363838196) | > loss_disc_real_5: 0.33913958072662354 (0.26836851611733437) | > loss_0: 2.5217323303222656 (2.3845399618148804) | > loss_gen: 2.4097440242767334 (2.336484909057617) | > loss_kl: 3.401073455810547 (3.2739580273628235) | > loss_feat: 4.872235298156738 (5.456436038017273) | > loss_mel: 18.92348289489746 (17.94718837738037) | > loss_duration: 2.3341543674468994 (2.412976861000061) | > loss_1: 31.940690994262695 (31.427043914794922)  --> STEP: 5 | > loss_disc: 2.4938302040100098 (2.4063980102539064) | > loss_disc_real_0: 0.14239729940891266 (0.12184779942035676) | > loss_disc_real_1: 0.21303941309452057 (0.1900872379541397) | > loss_disc_real_2: 0.14636842906475067 (0.18093219995498658) | > loss_disc_real_3: 0.23773576319217682 (0.25644724667072294) | > loss_disc_real_4: 0.2594173848628998 (0.2503295838832855) | > loss_disc_real_5: 0.23160791397094727 (0.26101639568805696) | > loss_0: 2.4938302040100098 (2.4063980102539064) | > loss_gen: 2.07677960395813 (2.28454384803772) | > loss_kl: 2.764421224594116 (3.172050666809082) | > 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31.049175262451172 (31.09720230102539)  --> STEP: 7 | > loss_disc: 2.5874197483062744 (2.44590391431536) | > loss_disc_real_0: 0.22830313444137573 (0.12972433332886016) | > loss_disc_real_1: 0.23153500258922577 (0.19789476266929082) | > loss_disc_real_2: 0.23001989722251892 (0.19129020401409694) | > loss_disc_real_3: 0.31340450048446655 (0.2733534893819264) | > loss_disc_real_4: 0.28843221068382263 (0.2568489057677133) | > loss_disc_real_5: 0.296235591173172 (0.27537280533994946) | > loss_0: 2.5874197483062744 (2.44590391431536) | > loss_gen: 2.4718570709228516 (2.323709045137678) | > loss_kl: 4.373193740844727 (3.3775967870439803) | > loss_feat: 5.352654933929443 (5.332225663321359) | > loss_mel: 17.518667221069336 (17.828797476632253) | > loss_duration: 2.550977945327759 (2.4020371437072754) | > loss_1: 32.26735305786133 (31.264366694859095)  --> STEP: 8 | > loss_disc: 2.542508602142334 (2.4579795002937317) | > loss_disc_real_0: 0.12862803041934967 (0.12958729546517134) | > loss_disc_real_1: 0.14877595007419586 (0.19175491109490395) | > loss_disc_real_2: 0.1762896031141281 (0.18941512890160084) | > loss_disc_real_3: 0.1859547644853592 (0.2624286487698555) | > loss_disc_real_4: 0.1458957940340042 (0.24297976680099967) | > loss_disc_real_5: 0.1714428961277008 (0.2623815666884184) | > loss_0: 2.542508602142334 (2.4579795002937317) | > loss_gen: 1.9706859588623047 (2.2795811593532562) | > loss_kl: 3.7113258838653564 (3.419312924146652) | > loss_feat: 9.916915893554688 (5.905311942100525) | > loss_mel: 17.34122085571289 (17.767850399017334) | > loss_duration: 2.2402234077453613 (2.381810426712036) | > loss_1: 35.18037033081055 (31.753867149353027)  --> STEP: 9 | > loss_disc: 2.7711055278778076 (2.492771281136407) | > loss_disc_real_0: 0.2283594012260437 (0.14056197388304603) | > loss_disc_real_1: 0.16922880709171295 (0.18925201065010494) | > loss_disc_real_2: 0.2924083471298218 (0.2008588198158476) | > loss_disc_real_3: 0.2422117441892624 (0.26018232603867847) | > loss_disc_real_4: 0.2629368007183075 (0.24519721501403385) | > loss_disc_real_5: 0.3441324532032013 (0.2714649985233943) | > loss_0: 2.7711055278778076 (2.492771281136407) | > loss_gen: 2.3602118492126465 (2.2885401248931885) | > loss_kl: 2.808168411254883 (3.3514079782697888) | > loss_feat: 9.62851333618164 (6.319000985887316) | > loss_mel: 18.38655662536621 (17.83659553527832) | > loss_duration: 2.1654880046844482 (2.357774602042304) | > loss_1: 35.34893798828125 (32.1533194647895)  --> STEP: 10 | > loss_disc: 2.355375289916992 (2.4790316820144653) | > loss_disc_real_0: 0.2144051492214203 (0.14794629141688348) | > loss_disc_real_1: 0.16700351238250732 (0.1870271608233452) | > loss_disc_real_2: 0.25211626291275024 (0.20598456412553787) | > loss_disc_real_3: 0.2963554561138153 (0.2637996390461922) | > loss_disc_real_4: 0.19540590047836304 (0.24021808356046676) | > loss_disc_real_5: 0.24382756650447845 (0.2687012553215027) | > loss_0: 2.355375289916992 (2.4790316820144653) | > 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2.6895089149475098 (2.5027163212115946) | > loss_disc_real_0: 0.19340312480926514 (0.14977171845160997) | > loss_disc_real_1: 0.17480480670928955 (0.1811818262705436) | > loss_disc_real_2: 0.20436137914657593 (0.20758789892380053) | > loss_disc_real_3: 0.31317248940467834 (0.2685019431205896) | > loss_disc_real_4: 0.23293714225292206 (0.2403713992008796) | > loss_disc_real_5: 0.26009315252304077 (0.272281493131931) | > loss_0: 2.6895089149475098 (2.5027163212115946) | > loss_gen: 2.207988977432251 (2.2928754549760084) | > loss_kl: 2.9237101078033447 (3.2720607610849233) | > loss_feat: 6.283296585083008 (6.350608055408184) | > loss_mel: 15.07960033416748 (17.541049150320198) | > loss_duration: 2.2326900959014893 (2.3483347892761235) | > loss_1: 28.727285385131836 (31.804928412804237)  --> STEP: 14 | > loss_disc: 2.439728021621704 (2.498217156955174) | > loss_disc_real_0: 0.11449240893125534 (0.14725176777158464) | > loss_disc_real_1: 0.12780940532684326 (0.17736951048885072) | > loss_disc_real_2: 0.27101263403892517 (0.21211823714630945) | > loss_disc_real_3: 0.18674349784851074 (0.262662054172584) | > loss_disc_real_4: 0.22472484409809113 (0.239253788122109) | > loss_disc_real_5: 0.33605214953422546 (0.27683654001780916) | > loss_0: 2.439728021621704 (2.498217156955174) | > loss_gen: 2.258141040802002 (2.290394425392151) | > loss_kl: 3.3980469703674316 (3.281059776033674) | > loss_feat: 6.612198829650879 (6.369293110711234) | > loss_mel: 17.978256225585938 (17.572278227124894) | > loss_duration: 2.3872339725494385 (2.3511133023670747) | > loss_1: 32.63387680053711 (31.864139011928014)  --> STEP: 15 | > loss_disc: 2.1818790435791016 (2.477127949396769) | > loss_disc_real_0: 0.09374484419822693 (0.1436846395333608) | > loss_disc_real_1: 0.15356102585792542 (0.17578227818012238) | > loss_disc_real_2: 0.19706586003303528 (0.21111474533875782) | > loss_disc_real_3: 0.19064059853553772 (0.25786062379678093) | > loss_disc_real_4: 0.1630098968744278 (0.23417086203893026) | > loss_disc_real_5: 0.16764231026172638 (0.269556924700737) | > loss_0: 2.1818790435791016 (2.477127949396769) | > loss_gen: 2.3173718452453613 (2.2921929200490316) | > loss_kl: 3.988431692123413 (3.3282179037729898) | > loss_feat: 6.531219005584717 (6.380088170369466) | > loss_mel: 18.646291732788086 (17.64387912750244) | > loss_duration: 2.449164390563965 (2.3576500415802006) | > loss_1: 33.93247985839844 (32.002028401692705)  --> STEP: 16 | > loss_disc: 2.620002269744873 (2.4860575944185257) | > loss_disc_real_0: 0.14738962054252625 (0.14391620084643364) | > loss_disc_real_1: 0.19567377865314484 (0.17702549695968628) | > loss_disc_real_2: 0.24198204278945923 (0.21304395142942667) | > loss_disc_real_3: 0.2651784121990204 (0.25831798557192087) | > loss_disc_real_4: 0.2431306540966034 (0.23473084904253483) | > loss_disc_real_5: 0.2602635622024536 (0.2689760895445943) | > loss_0: 2.620002269744873 (2.4860575944185257) | > loss_gen: 2.112337827682495 (2.280951976776123) | > loss_kl: 3.5486767292022705 (3.34199658036232) | > loss_feat: 7.479398727416992 (6.4487950801849365) | > loss_mel: 13.66826343536377 (17.395403146743774) | > loss_duration: 2.390664577484131 (2.3597134500741963) | > loss_1: 29.1993408203125 (31.82686042785644)  --> STEP: 17 | > loss_disc: 2.440971851348877 (2.483405491885017) | > loss_disc_real_0: 0.12370343506336212 (0.14272721462390003) | > loss_disc_real_1: 0.19414854049682617 (0.17803273481481216) | > loss_disc_real_2: 0.2912178933620453 (0.21764241860193365) | > loss_disc_real_3: 0.27926093339920044 (0.2595499236794079) | > loss_disc_real_4: 0.21969841420650482 (0.23384658816982717) | > loss_disc_real_5: 0.2727651298046112 (0.2691989742657718) | > loss_0: 2.440971851348877 (2.483405491885017) | > loss_gen: 2.4456095695495605 (2.2906377175275017) | > loss_kl: 2.17449688911438 (3.2733201279359707) | > loss_feat: 5.464174747467041 (6.390876237083884) | > loss_mel: 16.651260375976562 (17.351630042580997) | > loss_duration: 2.4811251163482666 (2.3668553127962006) | > loss_1: 29.21666717529297 (31.673319648293887)  --> STEP: 18 | > loss_disc: 2.2760796546936035 (2.471887389818827) | > loss_disc_real_0: 0.050283290445804596 (0.13759144105845028) | > loss_disc_real_1: 0.10447398573160172 (0.17394613764352268) | > loss_disc_real_2: 0.1166137084364891 (0.21202971248163116) | > loss_disc_real_3: 0.1983831822872162 (0.2561517713798417) | > loss_disc_real_4: 0.24108806252479553 (0.23424889230065876) | > loss_disc_real_5: 0.24095802009105682 (0.2676300323671765) | > loss_0: 2.2760796546936035 (2.471887389818827) | > loss_gen: 2.1495184898376465 (2.282797760433621) | > loss_kl: 3.080634593963623 (3.262615376048618) | > loss_feat: 7.288741111755371 (6.4407576190100775) | > loss_mel: 18.787050247192383 (17.431375609503853) | > loss_duration: 2.237090587615967 (2.3596461613972988) | > loss_1: 33.543033599853516 (31.777192645602756)  --> STEP: 19 | > loss_disc: 2.5820834636688232 (2.4776871831793534) | > loss_disc_real_0: 0.26540541648864746 (0.14431849239688171) | > loss_disc_real_1: 0.15972253680229187 (0.1731975270729316) | > loss_disc_real_2: 0.2404407560825348 (0.21352503056588926) | > loss_disc_real_3: 0.28936639428138733 (0.25789990942729146) | > loss_disc_real_4: 0.23567704856395721 (0.23432405841977974) | > loss_disc_real_5: 0.2820058763027191 (0.26838665573220505) | > loss_0: 2.5820834636688232 (2.4776871831793534) | > loss_gen: 2.435290813446045 (2.2908237105921696) | > loss_kl: 1.9655643701553345 (3.194349533633182) | > loss_feat: 6.122823238372803 (6.424024230555484) | > loss_mel: 17.18950843811035 (17.418645758377878) | > loss_duration: 2.399426221847534 (2.3617398487894166) | > loss_1: 30.112613677978516 (31.68958322625411)  --> STEP: 20 | > loss_disc: 2.469484567642212 (2.4772770524024965) | > loss_disc_real_0: 0.15044191479682922 (0.14462466351687908) | > loss_disc_real_1: 0.19449728727340698 (0.17426251508295537) | > loss_disc_real_2: 0.2352365255355835 (0.21461060531437398) | > loss_disc_real_3: 0.24540217220783234 (0.2572750225663185) | > loss_disc_real_4: 0.23324179649353027 (0.23426994532346726) | > loss_disc_real_5: 0.19370348751544952 (0.26465249732136725) | > loss_0: 2.469484567642212 (2.4772770524024965) | > loss_gen: 2.2561259269714355 (2.289088821411133) | > loss_kl: 2.20127534866333 (3.1446958243846894) | > loss_feat: 5.392158031463623 (6.372430920600891) | > loss_mel: 16.28534698486328 (17.361980819702147) | > loss_duration: 2.3300843238830566 (2.360157072544099) | > loss_1: 28.464990615844727 (31.52835359573364)  --> STEP: 21 | > loss_disc: 2.521759033203125 (2.479395241964431) | > loss_disc_real_0: 0.10323458909988403 (0.14265370759226026) | > loss_disc_real_1: 0.13743817806243896 (0.17250897522483552) | > loss_disc_real_2: 0.253954142332077 (0.21648410707712173) | > loss_disc_real_3: 0.20640815794467926 (0.25485279091766905) | > loss_disc_real_4: 0.222449392080307 (0.23370706183569773) | > loss_disc_real_5: 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(3.0577410513704475) | > loss_feat: 6.404555797576904 (6.404443870891225) | > loss_mel: 16.326847076416016 (17.224984125657514) | > loss_duration: 2.192054271697998 (2.3440519137816) | > loss_1: 29.6230525970459 (31.32792377471924)  --> STEP: 23 | > loss_disc: 2.542569160461426 (2.480010530223017) | > loss_disc_real_0: 0.17660990357398987 (0.14369528546281482) | > loss_disc_real_1: 0.1446687877178192 (0.17165255060662393) | > loss_disc_real_2: 0.33014053106307983 (0.22159720277008804) | > loss_disc_real_3: 0.19948890805244446 (0.25221264167972235) | > loss_disc_real_4: 0.25284019112586975 (0.23510121845680734) | > loss_disc_real_5: 0.2916892170906067 (0.26936929057473724) | > loss_0: 2.542569160461426 (2.480010530223017) | > loss_gen: 2.3346338272094727 (2.2983518061430557) | > loss_kl: 2.2986133098602295 (3.024735497391742) | > loss_feat: 7.887945652008057 (6.468943948331087) | > loss_mel: 16.252973556518555 (17.182722796564516) | > loss_duration: 2.269982099533081 (2.340831487075143) | > loss_1: 31.044147491455078 (31.315585675446883)  --> STEP: 24 | > loss_disc: 2.390092611312866 (2.4762639502684274) | > loss_disc_real_0: 0.13278140127658844 (0.14324054028838873) | > loss_disc_real_1: 0.1924155205488205 (0.17251767435421547) | > loss_disc_real_2: 0.20104004442691803 (0.22074065450578928) | > loss_disc_real_3: 0.26151615381240845 (0.25260028801858425) | > loss_disc_real_4: 0.18834121525287628 (0.23315288498997688) | > loss_disc_real_5: 0.19049997627735138 (0.26608306914567953) | > loss_0: 2.390092611312866 (2.4762639502684274) | > loss_gen: 2.226651430130005 (2.2953642904758453) | > loss_kl: 2.4183943271636963 (2.9994712819655738) | > loss_feat: 6.1148858070373535 (6.454191525777181) | > loss_mel: 16.583492279052734 (17.157754858334858) | > loss_duration: 2.3926098346710205 (2.3429889182249712) | > loss_1: 29.736034393310547 (31.249771038691204)  --> STEP: 25 | > loss_disc: 2.540348768234253 (2.4788273429870604) | > loss_disc_real_0: 0.1541045755147934 (0.1436751016974449) | > loss_disc_real_1: 0.2090129852294922 (0.17397748678922653) | > loss_disc_real_2: 0.2466789036989212 (0.22177818447351455) | > loss_disc_real_3: 0.25170278549194336 (0.2525643879175186) | > loss_disc_real_4: 0.21902459859848022 (0.23258775353431702) | > loss_disc_real_5: 0.28062400221824646 (0.2666647064685822) | > loss_0: 2.540348768234253 (2.4788273429870604) | > loss_gen: 2.1831088066101074 (2.2908740711212157) | > loss_kl: 3.0809805393218994 (3.002731652259827) | > loss_feat: 4.2693071365356445 (6.366796150207519) | > loss_mel: 11.699560165405273 (16.939427070617675) | > loss_duration: 2.405229091644287 (2.345478525161744) | > loss_1: 23.638185501098633 (30.9453076171875)  --> STEP: 26 | > loss_disc: 2.320006847381592 (2.4727188623868503) | > loss_disc_real_0: 0.24232907593250275 (0.1474694853218702) | > loss_disc_real_1: 0.12190014868974686 (0.17197451224693885) | > loss_disc_real_2: 0.1248798593878746 (0.21805132581637457) | > loss_disc_real_3: 0.16472819447517395 (0.24918607278512075) | > loss_disc_real_4: 0.15785016119480133 (0.22971323075202796) | > loss_disc_real_5: 0.1603071093559265 (0.26257402965655696) | > loss_0: 2.320006847381592 (2.4727188623868503) | > loss_gen: 2.1679940223693848 (2.286147915399991) | > loss_kl: 2.7705445289611816 (2.993801378286802) | > loss_feat: 7.99542760848999 (6.429435821679922) | > loss_mel: 19.225881576538086 (17.027367628537693) | > loss_duration: 2.292086601257324 (2.3434249896269583) | > loss_1: 34.451934814453125 (31.08017789400541) --> EVAL PERFORMANCE | > avg_loader_time: 0.002275907076322116 (-0.00022812073047344438) | > avg_loss_disc: 2.4727188623868503 (+0.027231638248150336) | > avg_loss_disc_real_0: 0.1474694853218702 (+0.005815779933562609) | > avg_loss_disc_real_1: 0.17197451224693885 (-0.047534688160969646) | > avg_loss_disc_real_2: 0.21805132581637457 (-0.02487411521948299) | > avg_loss_disc_real_3: 0.24918607278512075 (-0.043613518086763586) | > avg_loss_disc_real_4: 0.22971323075202796 (-0.028031400189949957) | > avg_loss_disc_real_5: 0.26257402965655696 (+0.013973234078058866) | > avg_loss_0: 2.4727188623868503 (+0.027231638248150336) | > avg_loss_gen: 2.286147915399991 (-0.18722240282939007) | > avg_loss_kl: 2.993801378286802 (+0.0773796072373023) | > avg_loss_feat: 6.429435821679922 (-0.2507144671220045) | > avg_loss_mel: 17.027367628537693 (+0.4360268299396246) | > avg_loss_duration: 2.3434249896269583 (-0.004538224293634929) | > avg_loss_1: 31.08017789400541 (+0.07093143463134766)  > EPOCH: 754/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:33:50)   --> TIME: 2024-06-12 00:33:52 -- STEP: 4/330 -- GLOBAL_STEP: 336825 | > loss_disc: 2.3012447357177734 (2.285329222679138) | > loss_disc_real_0: 0.09034860879182816 (0.100722910836339) | > loss_disc_real_1: 0.20567215979099274 (0.18197738379240036) | > loss_disc_real_2: 0.19460177421569824 (0.1927155815064907) | > loss_disc_real_3: 0.19411806762218475 (0.2095087505877018) | > loss_disc_real_4: 0.22390857338905334 (0.2255699299275875) | > loss_disc_real_5: 0.2221834659576416 (0.2208855040371418) | > loss_0: 2.3012447357177734 (2.285329222679138) | > grad_norm_0: tensor(6.2653, device='cuda:0') (tensor(6.1159, device='cuda:0')) | > loss_gen: 2.492820978164673 (2.478597640991211) | > loss_kl: 2.054957628250122 (1.8669606447219849) | > loss_feat: 6.952978610992432 (6.71308958530426) | > loss_mel: 17.84912872314453 (17.814757823944092) | > loss_duration: 2.1781671047210693 (2.1588423252105713) | > loss_1: 31.528053283691406 (31.03224754333496) | > grad_norm_1: tensor(58.7630, device='cuda:0') (tensor(56.3718, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3552 (0.3805208206176758) | > loader_time: 0.0027 (0.003158092498779297)  --> TIME: 2024-06-12 00:34:01 -- STEP: 29/330 -- GLOBAL_STEP: 336850 | > loss_disc: 2.4012563228607178 (2.3168052147174705) | > loss_disc_real_0: 0.10680927336215973 (0.10257582083858292) | > loss_disc_real_1: 0.25323617458343506 (0.19892537953524753) | > loss_disc_real_2: 0.22854506969451904 (0.20588426651625796) | > loss_disc_real_3: 0.23525087535381317 (0.22477451480668167) | > loss_disc_real_4: 0.2550780773162842 (0.2279120709361701) | > loss_disc_real_5: 0.2670851945877075 (0.22168391377761446) | > loss_0: 2.4012563228607178 (2.3168052147174705) | > grad_norm_0: tensor(11.2435, device='cuda:0') (tensor(7.5256, device='cuda:0')) | > loss_gen: 2.4939417839050293 (2.497789062302688) | > loss_kl: 2.0610029697418213 (1.945567406457046) | > loss_feat: 6.096512794494629 (6.993250583780223) | > loss_mel: 17.039642333984375 (17.548800895954006) | > loss_duration: 2.016324996948242 (2.0192387227354383) | > loss_1: 29.707426071166992 (31.004646695893385) | > grad_norm_1: tensor(122.3595, device='cuda:0') (tensor(90.5643, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3531 (0.3577755073021198) | > loader_time: 0.0032 (0.0032289192594330885)  --> TIME: 2024-06-12 00:34:10 -- STEP: 54/330 -- GLOBAL_STEP: 336875 | > loss_disc: 2.40490460395813 (2.3358807563781743) | > loss_disc_real_0: 0.1326248049736023 (0.10584101481018243) | > loss_disc_real_1: 0.20550954341888428 (0.1968863093190723) | > loss_disc_real_2: 0.21121034026145935 (0.2068364393931848) | > loss_disc_real_3: 0.23544977605342865 (0.22717049524739938) | > loss_disc_real_4: 0.24206413328647614 (0.22893343231192342) | > loss_disc_real_5: 0.2304932326078415 (0.22079832962265722) | > loss_0: 2.40490460395813 (2.3358807563781743) | > grad_norm_0: tensor(5.8972, device='cuda:0') (tensor(7.9985, device='cuda:0')) | > loss_gen: 2.4625468254089355 (2.4822557943838612) | > loss_kl: 1.8195017576217651 (1.9592498872015212) | > loss_feat: 7.813137531280518 (7.0324598241735385) | > loss_mel: 17.64615249633789 (17.516865518358028) | > loss_duration: 1.9526236057281494 (1.996945431938878) | > loss_1: 31.69396209716797 (30.987776615001536) | > grad_norm_1: tensor(77.3732, device='cuda:0') (tensor(103.3972, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3584 (0.3579316801495022) | > loader_time: 0.0033 (0.0033486286799112954)  --> TIME: 2024-06-12 00:34:20 -- STEP: 79/330 -- GLOBAL_STEP: 336900 | > loss_disc: 2.4135031700134277 (2.341452103626878) | > loss_disc_real_0: 0.13464787602424622 (0.10795504571516303) | > loss_disc_real_1: 0.20714996755123138 (0.197390687239321) | > loss_disc_real_2: 0.19201688468456268 (0.2086596747365179) | > loss_disc_real_3: 0.2660301625728607 (0.22786127087436145) | > loss_disc_real_4: 0.22622579336166382 (0.2289637940216668) | > loss_disc_real_5: 0.23699022829532623 (0.22174683533891848) | > loss_0: 2.4135031700134277 (2.341452103626878) | > grad_norm_0: tensor(8.9151, device='cuda:0') (tensor(8.3730, device='cuda:0')) | > loss_gen: 2.377739906311035 (2.4898631904698623) | > loss_kl: 1.8872944116592407 (1.9781282385693322) | > loss_feat: 6.867664813995361 (7.066959839832934) | > loss_mel: 17.211347579956055 (17.506140962431708) | > loss_duration: 1.9451674222946167 (1.9899629942978485) | > loss_1: 30.289215087890625 (31.03105523314657) | > grad_norm_1: tensor(132.7415, device='cuda:0') (tensor(105.9871, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3995 (0.363531176047989) | > loader_time: 0.0043 (0.0035270407230039184)  --> TIME: 2024-06-12 00:34:30 -- STEP: 104/330 -- GLOBAL_STEP: 336925 | > loss_disc: 2.2570595741271973 (2.3584954440593724) | > loss_disc_real_0: 0.12657442688941956 (0.11179492199936739) | > loss_disc_real_1: 0.18388158082962036 (0.1975636828977328) | > loss_disc_real_2: 0.2499219924211502 (0.21060963677099118) | > loss_disc_real_3: 0.23489004373550415 (0.22934404517022464) | > loss_disc_real_4: 0.22049090266227722 (0.22945208417681548) | > loss_disc_real_5: 0.23472292721271515 (0.2223552608719239) | > loss_0: 2.2570595741271973 (2.3584954440593724) | > grad_norm_0: tensor(8.6741, device='cuda:0') (tensor(8.2882, device='cuda:0')) | > loss_gen: 2.639251470565796 (2.4772382699526267) | > loss_kl: 2.098865270614624 (1.9761261481505175) | > loss_feat: 7.040071487426758 (6.993290387667143) | > loss_mel: 18.03462028503418 (17.487869886251598) | > loss_duration: 2.0268447399139404 (1.9911003387891328) | > loss_1: 31.83965301513672 (30.925625012471126) | > grad_norm_1: tensor(174.5692, device='cuda:0') (tensor(102.3810, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3795 (0.3661450101779057) | > loader_time: 0.0044 (0.0036827257046332727)  --> TIME: 2024-06-12 00:34:39 -- STEP: 129/330 -- GLOBAL_STEP: 336950 | > loss_disc: 2.4102108478546143 (2.3679004695064343) | > loss_disc_real_0: 0.12008322775363922 (0.11406906850116197) | > loss_disc_real_1: 0.20047953724861145 (0.19765182752017826) | > loss_disc_real_2: 0.21799705922603607 (0.2117357783077299) | > loss_disc_real_3: 0.24841277301311493 (0.22950148894343264) | > loss_disc_real_4: 0.23801343142986298 (0.229960799332737) | > loss_disc_real_5: 0.22851607203483582 (0.22345968930758248) | > loss_0: 2.4102108478546143 (2.3679004695064343) | > grad_norm_0: tensor(5.1628, device='cuda:0') (tensor(8.6478, device='cuda:0')) | > loss_gen: 2.421616554260254 (2.4694221481796377) | > loss_kl: 1.9991172552108765 (1.9834509062212566) | > loss_feat: 6.141884803771973 (6.948840037796849) | > loss_mel: 17.605792999267578 (17.453793074733536) | > loss_duration: 1.9951882362365723 (1.9929291416508284) | > loss_1: 30.163599014282227 (30.848435291024142) | > grad_norm_1: tensor(61.0531, device='cuda:0') (tensor(101.5742, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3913 (0.36831838031147796) | > loader_time: 0.0046 (0.0038274702175643094)  --> TIME: 2024-06-12 00:34:49 -- STEP: 154/330 -- GLOBAL_STEP: 336975 | > loss_disc: 2.4737794399261475 (2.3715761698685687) | > loss_disc_real_0: 0.14379534125328064 (0.11479873094078782) | > loss_disc_real_1: 0.2028854638338089 (0.19857670540933486) | > loss_disc_real_2: 0.23263320326805115 (0.2118717257852678) | > loss_disc_real_3: 0.23224923014640808 (0.2299402936712488) | > loss_disc_real_4: 0.22693051397800446 (0.2304242318133255) | > loss_disc_real_5: 0.205335333943367 (0.2238830171235196) | > loss_0: 2.4737794399261475 (2.3715761698685687) | > grad_norm_0: tensor(6.7772, device='cuda:0') (tensor(8.7754, device='cuda:0')) | > loss_gen: 2.266176223754883 (2.466566626127664) | > loss_kl: 2.038673162460327 (1.9854088201151265) | > loss_feat: 6.356415748596191 (6.9316576920546495) | > loss_mel: 16.884654998779297 (17.44051424249426) | > loss_duration: 2.000336170196533 (1.9969527868481425) | > loss_1: 29.546255111694336 (30.821100098746165) | > grad_norm_1: tensor(64.3390, device='cuda:0') (tensor(104.0243, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3631 (0.3700785636901854) | > loader_time: 0.0052 (0.003938919538027281)  --> TIME: 2024-06-12 00:34:59 -- STEP: 179/330 -- GLOBAL_STEP: 337000 | > loss_disc: 2.4152417182922363 (2.3756131153532913) | > loss_disc_real_0: 0.11512888967990875 (0.11559621182233927) | > loss_disc_real_1: 0.2462565153837204 (0.1987442318454135) | > loss_disc_real_2: 0.21365174651145935 (0.21153198415673644) | > loss_disc_real_3: 0.23601798713207245 (0.2298160369336272) | > loss_disc_real_4: 0.22271190583705902 (0.2320483232010676) | > loss_disc_real_5: 0.21375784277915955 (0.22427168904736056) | > loss_0: 2.4152417182922363 (2.3756131153532913) | > grad_norm_0: tensor(13.7070, device='cuda:0') (tensor(8.9977, device='cuda:0')) | > loss_gen: 2.4651591777801514 (2.462907780482117) | > loss_kl: 2.116910696029663 (1.9911729277179229) | > loss_feat: 7.492030143737793 (6.9383661334075075) | > loss_mel: 17.854055404663086 (17.437064154854028) | > loss_duration: 2.060342788696289 (2.0042349180029766) | > loss_1: 31.98849868774414 (30.833745913798584) | > grad_norm_1: tensor(299.6558, device='cuda:0') (tensor(106.0479, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3839 (0.37171397662029576) | > loader_time: 0.0045 (0.004040643489560601) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_337000.pth  --> TIME: 2024-06-12 00:35:13 -- STEP: 204/330 -- GLOBAL_STEP: 337025 | > loss_disc: 2.284938335418701 (2.3743100014387397) | > loss_disc_real_0: 0.11020402610301971 (0.11612979494327423) | > loss_disc_real_1: 0.20742611587047577 (0.19820956995382027) | > loss_disc_real_2: 0.2425803244113922 (0.21107126297611817) | > loss_disc_real_3: 0.22820277512073517 (0.2302223067073261) | > loss_disc_real_4: 0.2361653596162796 (0.23203835563332426) | > loss_disc_real_5: 0.1765958070755005 (0.22427373730084477) | > loss_0: 2.284938335418701 (2.3743100014387397) | > grad_norm_0: tensor(15.1559, device='cuda:0') (tensor(10.9486, device='cuda:0')) | > loss_gen: 2.6905524730682373 (2.4645934654217148) | > loss_kl: 2.1501290798187256 (1.995558284661349) | > loss_feat: 7.963967800140381 (6.9406358424355) | > loss_mel: 17.447858810424805 (17.377730673434684) | > loss_duration: 2.0105714797973633 (2.011802375900979) | > loss_1: 32.26307678222656 (30.79032066756604) | > grad_norm_1: tensor(444.1882, device='cuda:0') (tensor(128.7824, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.3956 (0.3742738529747607) | > loader_time: 0.0049 (0.004158663983438529)  --> TIME: 2024-06-12 00:35:24 -- STEP: 229/330 -- GLOBAL_STEP: 337050 | > loss_disc: 2.2343809604644775 (2.3741564813139147) | > loss_disc_real_0: 0.08020554482936859 (0.1169448643597453) | > loss_disc_real_1: 0.17152367532253265 (0.19780320501743967) | > loss_disc_real_2: 0.1644565910100937 (0.21145671319753323) | > loss_disc_real_3: 0.23630313575267792 (0.23045194552454887) | > loss_disc_real_4: 0.2032008320093155 (0.2320160662763504) | > loss_disc_real_5: 0.17948326468467712 (0.22345303857951185) | > loss_0: 2.2343809604644775 (2.3741564813139147) | > grad_norm_0: tensor(21.8215, device='cuda:0') (tensor(13.1446, device='cuda:0')) | > loss_gen: 2.6650426387786865 (2.4693534978091987) | > loss_kl: 2.0736794471740723 (2.0003525180067045) | > loss_feat: 7.312060356140137 (6.957335497094034) | > loss_mel: 17.281766891479492 (17.33759905469469) | > loss_duration: 2.130793571472168 (2.020999781950072) | > loss_1: 31.46334457397461 (30.7856403833914) | > grad_norm_1: tensor(371.9629, device='cuda:0') (tensor(156.5198, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.4173 (0.3792798821061979) | > loader_time: 0.0051 (0.004274236062728678)  --> TIME: 2024-06-12 00:35:35 -- STEP: 254/330 -- GLOBAL_STEP: 337075 | > loss_disc: 2.3616321086883545 (2.372340816212452) | > loss_disc_real_0: 0.1141398698091507 (0.117443344255132) | > loss_disc_real_1: 0.1986204832792282 (0.19729916592986566) | > loss_disc_real_2: 0.18531519174575806 (0.21087064171635259) | > loss_disc_real_3: 0.23227478563785553 (0.23025730721593843) | > loss_disc_real_4: 0.21034425497055054 (0.23194227279640559) | > loss_disc_real_5: 0.22549057006835938 (0.22359932466285434) | > loss_0: 2.3616321086883545 (2.372340816212452) | > grad_norm_0: tensor(15.3195, device='cuda:0') (tensor(15.7822, device='cuda:0')) | > loss_gen: 2.6401376724243164 (2.4779497779260478) | > loss_kl: 2.132766008377075 (2.0023776954553267) | > loss_feat: 7.21466588973999 (6.974765890226589) | > loss_mel: 16.839160919189453 (17.28529743509968) | > loss_duration: 2.07149600982666 (2.0287382766956426) | > loss_1: 30.898223876953125 (30.7691290772806) | > grad_norm_1: tensor(550.5981, device='cuda:0') (tensor(183.8971, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.4379 (0.3841729943207868) | > loader_time: 0.0059 (0.004394869166096361)  --> TIME: 2024-06-12 00:35:46 -- STEP: 279/330 -- GLOBAL_STEP: 337100 | > loss_disc: 2.460580825805664 (2.3713724228643613) | > loss_disc_real_0: 0.13513270020484924 (0.11808337052235894) | > loss_disc_real_1: 0.253123939037323 (0.19744942740513857) | > loss_disc_real_2: 0.20728737115859985 (0.21095795224430744) | > loss_disc_real_3: 0.22101297974586487 (0.2301019447785552) | > loss_disc_real_4: 0.2039640247821808 (0.23157781843216188) | > loss_disc_real_5: 0.2040720134973526 (0.22323250834659863) | > loss_0: 2.460580825805664 (2.3713724228643613) | > grad_norm_0: tensor(14.5132, device='cuda:0') (tensor(17.1679, device='cuda:0')) | > loss_gen: 2.513845443725586 (2.4785737734968953) | > loss_kl: 1.9165641069412231 (2.0062172771782) | > loss_feat: 7.377706527709961 (6.980624908187483) | > loss_mel: 16.79022789001465 (17.243810749395767) | > loss_duration: 2.148686408996582 (2.0386780534593862) | > loss_1: 30.747032165527344 (30.74790477410867) | > grad_norm_1: tensor(318.6192, device='cuda:0') (tensor(207.6446, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.4599 (0.389993561638726) | > loader_time: 0.006 (0.00453474615637119)  --> TIME: 2024-06-12 00:35:59 -- STEP: 304/330 -- GLOBAL_STEP: 337125 | > loss_disc: 2.404881477355957 (2.3719889874521054) | > loss_disc_real_0: 0.15416577458381653 (0.11911762211667865) | > loss_disc_real_1: 0.22098729014396667 (0.19763930156630902) | > loss_disc_real_2: 0.19841919839382172 (0.21129593625664705) | > loss_disc_real_3: 0.22974301874637604 (0.23032770717614576) | > loss_disc_real_4: 0.214015394449234 (0.231688908007192) | > loss_disc_real_5: 0.20964403450489044 (0.22261279091042907) | > loss_0: 2.404881477355957 (2.3719889874521054) | > grad_norm_0: tensor(48.2669, device='cuda:0') (tensor(19.3696, device='cuda:0')) | > loss_gen: 2.677029848098755 (2.479235121294072) | > loss_kl: 2.1906046867370605 (2.0119290963599554) | > loss_feat: 8.702839851379395 (7.001377461772216) | > loss_mel: 17.14081573486328 (17.204884463234958) | > loss_duration: 2.1925809383392334 (2.049780287632816) | > loss_1: 32.90386962890625 (30.747206449508667) | > grad_norm_1: tensor(631.5707, device='cuda:0') (tensor(230.3336, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 0.4817 (0.3969396760589197) | > loader_time: 0.0067 (0.0047134286478946056)  --> TIME: 2024-06-12 00:36:27 -- STEP: 329/330 -- GLOBAL_STEP: 337150 | > loss_disc: 2.4465291500091553 (2.376895026233059) | > loss_disc_real_0: 0.18614710867404938 (0.12145136101992297) | > loss_disc_real_1: 0.23035626113414764 (0.19836050534683158) | > loss_disc_real_2: 0.20914942026138306 (0.21156608102712945) | > loss_disc_real_3: 0.22265397012233734 (0.2305162402724785) | > loss_disc_real_4: 0.24240067601203918 (0.23158692235642292) | > loss_disc_real_5: 0.2248740792274475 (0.22261120963241554) | > loss_0: 2.4465291500091553 (2.376895026233059) | > grad_norm_0: tensor(7.6162, device='cuda:0') (tensor(20.4259, device='cuda:0')) | > loss_gen: 2.6146419048309326 (2.4796254533402458) | > loss_kl: 2.317952871322632 (2.0225782829215087) | > loss_feat: 9.037781715393066 (7.099379298897137) | > loss_mel: 17.189319610595703 (17.161029024327068) | > loss_duration: 2.291567087173462 (2.0644314604327305) | > loss_1: 33.451263427734375 (30.82704349274331) | > grad_norm_1: tensor(61.2316, device='cuda:0') (tensor(243.4448, device='cuda:0')) | > current_lr_0: 0.00018200997175382645 | > current_lr_1: 0.00018200997175382645 | > step_time: 13.4874 (0.4503567494157598) | > loader_time: 0.0335 (0.005172938923705309)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6953439712524414 (2.6953439712524414) | > loss_disc_real_0: 0.24428406357765198 (0.24428406357765198) | > loss_disc_real_1: 0.2610040605068207 (0.2610040605068207) | > loss_disc_real_2: 0.13423193991184235 (0.13423193991184235) | > loss_disc_real_3: 0.26621878147125244 (0.26621878147125244) | > loss_disc_real_4: 0.26547786593437195 (0.26547786593437195) | > loss_disc_real_5: 0.2152901291847229 (0.2152901291847229) | > loss_0: 2.6953439712524414 (2.6953439712524414) | > loss_gen: 2.1031665802001953 (2.1031665802001953) | > loss_kl: 2.23966383934021 (2.23966383934021) | > loss_feat: 5.76938533782959 (5.76938533782959) | > loss_mel: 15.253386497497559 (15.253386497497559) | > loss_duration: 3.265678882598877 (3.265678882598877) | > loss_1: 28.63128089904785 (28.63128089904785)  --> STEP: 1 | > loss_disc: 2.2695372104644775 (2.2695372104644775) | > loss_disc_real_0: 0.13537561893463135 (0.13537561893463135) | > loss_disc_real_1: 0.12461066246032715 (0.12461066246032715) | > loss_disc_real_2: 0.1251124143600464 (0.1251124143600464) | > loss_disc_real_3: 0.22078633308410645 (0.22078633308410645) | > loss_disc_real_4: 0.19267822802066803 (0.19267822802066803) | > loss_disc_real_5: 0.21868039667606354 (0.21868039667606354) | > loss_0: 2.2695372104644775 (2.2695372104644775) | > loss_gen: 2.2781076431274414 (2.2781076431274414) | > loss_kl: 2.5780558586120605 (2.5780558586120605) | > loss_feat: 7.9113993644714355 (7.9113993644714355) | > loss_mel: 18.291913986206055 (18.291913986206055) | > loss_duration: 2.418870210647583 (2.418870210647583) | > loss_1: 33.47834396362305 (33.47834396362305)  --> STEP: 2 | > loss_disc: 2.349234104156494 (2.309385657310486) | > loss_disc_real_0: 0.10843732953071594 (0.12190647423267365) | > loss_disc_real_1: 0.16845256090164185 (0.1465316116809845) | > loss_disc_real_2: 0.1835213154554367 (0.15431686490774155) | > loss_disc_real_3: 0.2606049180030823 (0.24069562554359436) | > loss_disc_real_4: 0.22299259901046753 (0.20783541351556778) | > loss_disc_real_5: 0.2560911178588867 (0.23738575726747513) | > loss_0: 2.349234104156494 (2.309385657310486) | > loss_gen: 2.3030238151550293 (2.2905657291412354) | > loss_kl: 3.122281074523926 (2.850168466567993) | > loss_feat: 5.694555759429932 (6.802977561950684) | > loss_mel: 18.214445114135742 (18.2531795501709) | > loss_duration: 2.4828596115112305 (2.4508649110794067) | > loss_1: 31.81716537475586 (32.64775466918945)  --> STEP: 3 | > loss_disc: 2.1766719818115234 (2.2651477654774985) | > loss_disc_real_0: 0.14171230792999268 (0.12850841879844666) | > loss_disc_real_1: 0.1480431854724884 (0.1470354696114858) | > loss_disc_real_2: 0.1772761344909668 (0.16196995476881662) | > loss_disc_real_3: 0.22134873270988464 (0.23424666126569113) | > loss_disc_real_4: 0.19951392710208893 (0.20506158471107483) | > loss_disc_real_5: 0.18124672770500183 (0.21867274741331735) | > loss_0: 2.1766719818115234 (2.2651477654774985) | > loss_gen: 2.2931745052337646 (2.2914353211720786) | > loss_kl: 3.2497830390930176 (2.9833733240763345) | > loss_feat: 6.349112510681152 (6.651689211527507) | > loss_mel: 17.217926025390625 (17.90809504191081) | > loss_duration: 2.367283344268799 (2.423004388809204) | > loss_1: 31.477279663085938 (32.25759633382162)  --> STEP: 4 | > loss_disc: 2.3188910484313965 (2.278583586215973) | > loss_disc_real_0: 0.1879047453403473 (0.14335750043392181) | > loss_disc_real_1: 0.16753508150577545 (0.1521603725850582) | > loss_disc_real_2: 0.1615752875804901 (0.161871287971735) | > loss_disc_real_3: 0.19118966162204742 (0.2234824113547802) | > loss_disc_real_4: 0.16595248878002167 (0.19528431072831154) | > loss_disc_real_5: 0.17497411370277405 (0.20774808898568153) | > loss_0: 2.3188910484313965 (2.278583586215973) | > loss_gen: 2.4254307746887207 (2.324934184551239) | > loss_kl: 3.880254030227661 (3.2075935006141663) | > loss_feat: 9.53053092956543 (7.371399641036987) | > loss_mel: 17.89171600341797 (17.904000282287598) | > loss_duration: 2.4014394283294678 (2.41761314868927) | > loss_1: 36.129371643066406 (33.22554016113281)  --> STEP: 5 | > loss_disc: 2.170480728149414 (2.256963014602661) | > loss_disc_real_0: 0.1376754194498062 (0.1422210842370987) | > loss_disc_real_1: 0.18476898968219757 (0.15868209600448607) | > loss_disc_real_2: 0.17326834797859192 (0.16415069997310638) | > loss_disc_real_3: 0.225045308470726 (0.22379499077796935) | > loss_disc_real_4: 0.23785023391246796 (0.20379749536514283) | > loss_disc_real_5: 0.2205706089735031 (0.21031259298324584) | > loss_0: 2.170480728149414 (2.256963014602661) | > loss_gen: 2.5870800018310547 (2.377363348007202) | > loss_kl: 3.301112651824951 (3.2262973308563234) | > loss_feat: 5.803993225097656 (7.057918357849121) | > loss_mel: 19.37635612487793 (18.198471450805663) | > loss_duration: 2.380150318145752 (2.4101205825805665) | > loss_1: 33.448692321777344 (33.27017059326172)  --> STEP: 6 | > loss_disc: 2.4928340911865234 (2.2962748606999717) | > loss_disc_real_0: 0.1678684949874878 (0.1464956526954969) | > loss_disc_real_1: 0.18163226544857025 (0.16250712424516678) | > loss_disc_real_2: 0.22642050683498383 (0.17452900111675262) | > loss_disc_real_3: 0.2512195408344269 (0.22836574912071228) | > loss_disc_real_4: 0.2565074563026428 (0.21258248885472616) | > loss_disc_real_5: 0.21555352210998535 (0.21118608117103577) | > loss_0: 2.4928340911865234 (2.2962748606999717) | > loss_gen: 2.2357046604156494 (2.3537535667419434) | > loss_kl: 3.011522054672241 (3.1905014514923096) | > loss_feat: 4.966134548187256 (6.709287722905477) | > loss_mel: 18.1865177154541 (18.196479161580402) | > loss_duration: 2.150470018386841 (2.366845488548279) | > loss_1: 30.55034828186035 (32.816866874694824)  --> STEP: 7 | > loss_disc: 2.064701557159424 (2.263192960194179) | > loss_disc_real_0: 0.09614568948745728 (0.13930280080863408) | > loss_disc_real_1: 0.22843219339847565 (0.17192499126706803) | > loss_disc_real_2: 0.17194435000419617 (0.17415976524353027) | > loss_disc_real_3: 0.23590216040611267 (0.22944237930434092) | > loss_disc_real_4: 0.16958731412887573 (0.20644032103674753) | > loss_disc_real_5: 0.15164649486541748 (0.20268042598451888) | > loss_0: 2.064701557159424 (2.263192960194179) | > loss_gen: 2.6615748405456543 (2.3977280344281877) | > loss_kl: 4.392170429229736 (3.362168448311942) | > loss_feat: 7.28761625289917 (6.791906084333148) | > loss_mel: 18.39051628112793 (18.224198750087194) | > loss_duration: 2.5288033485412598 (2.3899823256901334) | > loss_1: 35.26068115234375 (33.16598320007324)  --> STEP: 8 | > loss_disc: 2.3932859897613525 (2.2794545888900757) | > loss_disc_real_0: 0.2726215124130249 (0.15596763975918293) | > loss_disc_real_1: 0.1773957759141922 (0.17260883934795856) | > loss_disc_real_2: 0.15456756949424744 (0.17171074077486992) | > loss_disc_real_3: 0.2749043107032776 (0.235125120729208) | > loss_disc_real_4: 0.22800062596797943 (0.2091353591531515) | > loss_disc_real_5: 0.22092442214488983 (0.20496092550456524) | > loss_0: 2.3932859897613525 (2.2794545888900757) | > loss_gen: 2.549973249435425 (2.4167586863040924) | > loss_kl: 3.33518648147583 (3.358795702457428) | > loss_feat: 8.871164321899414 (7.051813364028931) | > loss_mel: 18.617338180541992 (18.273341178894043) | > loss_duration: 2.2836928367614746 (2.376696139574051) | > loss_1: 35.657352447509766 (33.47740435600281)  --> STEP: 9 | > loss_disc: 2.2275290489196777 (2.2736850844489203) | > loss_disc_real_0: 0.20173445343971252 (0.16105284127924177) | > loss_disc_real_1: 0.16010209918022156 (0.17121920155154335) | > loss_disc_real_2: 0.17189303040504456 (0.17173099517822266) | > loss_disc_real_3: 0.21935111284255981 (0.23337245318624708) | > loss_disc_real_4: 0.25511178374290466 (0.2142438507742352) | > loss_disc_real_5: 0.19189028441905975 (0.2035086320506202) | > loss_0: 2.2275290489196777 (2.2736850844489203) | > loss_gen: 2.800499677658081 (2.459396574232313) | > loss_kl: 2.7918174266815186 (3.2957981162601047) | > loss_feat: 8.195021629333496 (7.178836504618327) | > loss_mel: 18.062620162963867 (18.24992773267958) | > loss_duration: 2.19049072265625 (2.3560066488054066) | > loss_1: 34.04045104980469 (33.539965099758575)  --> STEP: 10 | > loss_disc: 2.2449350357055664 (2.270810079574585) | > loss_disc_real_0: 0.08713366836309433 (0.15366092398762704) | > loss_disc_real_1: 0.2248290628194809 (0.1765801876783371) | > loss_disc_real_2: 0.1390586644411087 (0.16846376210451125) | > loss_disc_real_3: 0.2120470553636551 (0.2312399134039879) | > loss_disc_real_4: 0.21090133488178253 (0.21390959918498992) | > loss_disc_real_5: 0.16454321146011353 (0.1996120899915695) | > loss_0: 2.2449350357055664 (2.270810079574585) | > loss_gen: 2.4187967777252197 (2.455336594581604) | > loss_kl: 2.685201644897461 (3.2347384691238403) | > loss_feat: 7.531925678253174 (7.2141454219818115) | > loss_mel: 17.597309112548828 (18.184665870666503) | > loss_duration: 2.3543648719787598 (2.3558424711227417) | > loss_1: 32.58759689331055 (33.44472827911377)  --> STEP: 11 | > loss_disc: 2.328981399536133 (2.276098381389271) | > loss_disc_real_0: 0.13719993829727173 (0.15216447074304928) | > loss_disc_real_1: 0.2234564870595932 (0.18084166944026947) | > loss_disc_real_2: 0.16905663907527924 (0.1685176600109447) | > loss_disc_real_3: 0.21376539766788483 (0.22965132106434216) | > loss_disc_real_4: 0.2652026414871216 (0.21857260303063827) | > loss_disc_real_5: 0.30728089809417725 (0.20940016345544296) | > loss_0: 2.328981399536133 (2.276098381389271) | > loss_gen: 2.4100327491760254 (2.4512180631810967) | > loss_kl: 3.173550605773926 (3.22917593609203) | > loss_feat: 6.294105529785156 (7.130505431782115) | > loss_mel: 18.40294075012207 (18.2045090415261) | > loss_duration: 2.5104994773864746 (2.3699021989648994) | > loss_1: 32.79113006591797 (33.385310259732336)  --> STEP: 12 | > loss_disc: 2.4085326194763184 (2.287134567896525) | > loss_disc_real_0: 0.15443187952041626 (0.15235342147449651) | > loss_disc_real_1: 0.24512654542922974 (0.1861987424393495) | > loss_disc_real_2: 0.150548055768013 (0.1670201929907004) | > loss_disc_real_3: 0.17381218075752258 (0.22499805937210718) | > loss_disc_real_4: 0.18660807609558105 (0.21590889245271683) | > loss_disc_real_5: 0.15338478982448578 (0.20473221565286318) | > loss_0: 2.4085326194763184 (2.287134567896525) | > loss_gen: 2.1222996711730957 (2.42380819718043) | > loss_kl: 2.4025111198425293 (3.1602872014045715) | > loss_feat: 6.674920082092285 (7.092539985974629) | > loss_mel: 17.875625610351562 (18.177102088928223) | > loss_duration: 2.2970662117004395 (2.3638325333595276) | > loss_1: 31.372421264648438 (33.217569510142006)  --> STEP: 13 | > loss_disc: 2.5844204425811768 (2.310002712103037) | > loss_disc_real_0: 0.1648835837841034 (0.15331728011369705) | > loss_disc_real_1: 0.15384948253631592 (0.18371033783142382) | > loss_disc_real_2: 0.21082565188407898 (0.17038984367480645) | > loss_disc_real_3: 0.2426874339580536 (0.22635878049410307) | > loss_disc_real_4: 0.2187216728925705 (0.2161252601788594) | > loss_disc_real_5: 0.19464963674545288 (0.20395663265998548) | > loss_0: 2.5844204425811768 (2.310002712103037) | > loss_gen: 2.002979278564453 (2.391436741902278) | > loss_kl: 2.9471144676208496 (3.143889298805824) | > loss_feat: 7.746054172515869 (7.142810308016264) | > loss_mel: 17.526025772094727 (18.127019295325645) | > loss_duration: 2.250542640686035 (2.3551179262307973) | > loss_1: 32.47271728515625 (33.160273185143105)  --> STEP: 14 | > loss_disc: 2.51141095161438 (2.3243890149252757) | > loss_disc_real_0: 0.1834397315979004 (0.15546888379114016) | > loss_disc_real_1: 0.18736110627651215 (0.183971107006073) | > loss_disc_real_2: 0.194597527384758 (0.172118963939803) | > loss_disc_real_3: 0.2810956835746765 (0.2302685592855726) | > loss_disc_real_4: 0.2943018078804016 (0.22170929930039815) | > loss_disc_real_5: 0.24188226461410522 (0.20666560637099401) | > loss_0: 2.51141095161438 (2.3243890149252757) | > loss_gen: 2.3858580589294434 (2.3910382645470754) | > loss_kl: 3.4733808040618896 (3.167424406324114) | > loss_feat: 7.132413387298584 (7.1420676708221436) | > loss_mel: 17.011159896850586 (18.047315052577428) | > loss_duration: 2.4003615379333496 (2.3583496127809798) | > loss_1: 32.403175354003906 (33.10619476863316)  --> STEP: 15 | > loss_disc: 2.527830123901367 (2.3379517555236817) | > loss_disc_real_0: 0.191537544131279 (0.1578734611471494) | > loss_disc_real_1: 0.173506960272789 (0.18327349722385405) | > loss_disc_real_2: 0.23079393804073334 (0.176030628879865) | > loss_disc_real_3: 0.2201818972826004 (0.22959611515204112) | > loss_disc_real_4: 0.23360693454742432 (0.22250247498353323) | > loss_disc_real_5: 0.18991312384605408 (0.20554877420266468) | > loss_0: 2.527830123901367 (2.3379517555236817) | > loss_gen: 2.0737128257751465 (2.3698832352956134) | > loss_kl: 3.3134586811065674 (3.1771600246429443) | > loss_feat: 5.3741326332092285 (7.024205334981283) | > loss_mel: 17.657331466674805 (18.021316146850587) | > loss_duration: 2.3690223693847656 (2.3590611298878987) | > loss_1: 30.78765869140625 (32.951625696818034)  --> STEP: 16 | > loss_disc: 2.2793021202087402 (2.334286153316498) | > loss_disc_real_0: 0.14424346387386322 (0.15702158631756902) | > loss_disc_real_1: 0.21838051080703735 (0.18546768557280302) | > loss_disc_real_2: 0.18986862897872925 (0.17689550388604403) | > loss_disc_real_3: 0.253307968378067 (0.23107810597866774) | > loss_disc_real_4: 0.2742585837841034 (0.22573723178356886) | > loss_disc_real_5: 0.14224734902381897 (0.20159243512898684) | > loss_0: 2.2793021202087402 (2.334286153316498) | > loss_gen: 2.465640068054199 (2.375868037343025) | > loss_kl: 2.6786224842071533 (3.1460014283657074) | > loss_feat: 8.606361389160156 (7.123090088367462) | > loss_mel: 17.948760986328125 (18.016781449317932) | > loss_duration: 2.394904613494873 (2.3613013476133347) | > loss_1: 34.09429168701172 (33.02304232120514)  --> STEP: 17 | > loss_disc: 2.405369997024536 (2.3384675558875587) | > loss_disc_real_0: 0.13068749010562897 (0.1554725218345137) | > loss_disc_real_1: 0.196092426776886 (0.1860926703495138) | > loss_disc_real_2: 0.18864983320236206 (0.17758693502229803) | > loss_disc_real_3: 0.22291044890880585 (0.23059765556279352) | > loss_disc_real_4: 0.261932909488678 (0.2278663892956341) | > loss_disc_real_5: 0.2617189586162567 (0.20512928945176742) | > loss_0: 2.405369997024536 (2.3384675558875587) | > loss_gen: 2.1962153911590576 (2.3653002346263214) | > loss_kl: 2.159008502960205 (3.087943020988913) | > loss_feat: 5.7478814125061035 (7.042195460375617) | > loss_mel: 16.499053955078125 (17.927503361421472) | > loss_duration: 2.466459274291992 (2.367487108006197) | > loss_1: 29.068618774414062 (32.790429171393896)  --> STEP: 18 | > loss_disc: 2.1069908142089844 (2.325607736905416) | > loss_disc_real_0: 0.10081956535577774 (0.15243624647458395) | > loss_disc_real_1: 0.11742895841598511 (0.18227801968653998) | > loss_disc_real_2: 0.16287505626678467 (0.17676960842476952) | > loss_disc_real_3: 0.1954163759946823 (0.22864314003123176) | > loss_disc_real_4: 0.18984586000442505 (0.2257541376683447) | > loss_disc_real_5: 0.18128465116024017 (0.20380458732446036) | > loss_0: 2.1069908142089844 (2.325607736905416) | > loss_gen: 2.447927951812744 (2.3698906633589) | > loss_kl: 2.2594847679138184 (3.041917562484741) | > loss_feat: 8.05529499053955 (7.098478767606947) | > loss_mel: 18.507139205932617 (17.959705352783203) | > loss_duration: 2.235333204269409 (2.3601452244652643) | > loss_1: 33.50518035888672 (32.83013757069906)  --> STEP: 19 | > loss_disc: 2.7043676376342773 (2.345542468522724) | > loss_disc_real_0: 0.2708873450756073 (0.15867051482200623) | > loss_disc_real_1: 0.1695830076932907 (0.18160986116057948) | > loss_disc_real_2: 0.19616807997226715 (0.1777905806114799) | > loss_disc_real_3: 0.23699432611465454 (0.2290826761408856) | > loss_disc_real_4: 0.2879163324832916 (0.22902583213228928) | > loss_disc_real_5: 0.2190411537885666 (0.2046065118752028) | > loss_0: 2.7043676376342773 (2.345542468522724) | > loss_gen: 2.1953625679016113 (2.3607049741243062) | > loss_kl: 2.2325663566589355 (2.9993201305991724) | > loss_feat: 7.041123390197754 (7.095460063532779) | > loss_mel: 16.39348602294922 (17.877272756476152) | > loss_duration: 2.3899734020233154 (2.361715128547267) | > loss_1: 30.25251007080078 (32.69447296544125)  --> STEP: 20 | > loss_disc: 2.344637870788574 (2.3454972386360167) | > loss_disc_real_0: 0.15381520986557007 (0.15842774957418443) | > loss_disc_real_1: 0.2198595404624939 (0.1835223451256752) | > loss_disc_real_2: 0.1772044599056244 (0.17776127457618712) | > loss_disc_real_3: 0.26730161905288696 (0.23099362328648568) | > loss_disc_real_4: 0.26087698340415955 (0.2306183896958828) | > loss_disc_real_5: 0.24265046417713165 (0.20650870949029923) | > loss_0: 2.344637870788574 (2.3454972386360167) | > loss_gen: 2.5468826293945312 (2.3700138568878173) | > loss_kl: 2.1100759506225586 (2.954857921600342) | > loss_feat: 7.8847222328186035 (7.1349231719970705) | > loss_mel: 16.590185165405273 (17.812918376922607) | > loss_duration: 2.29653263092041 (2.358456003665924) | > loss_1: 31.42839813232422 (32.6311692237854)  --> STEP: 21 | > loss_disc: 2.2697677612304688 (2.3418910730452764) | > loss_disc_real_0: 0.19476261734962463 (0.1601579813730149) | > loss_disc_real_1: 0.13143807649612427 (0.18104214185760134) | > loss_disc_real_2: 0.2017616629600525 (0.17890415021351405) | > loss_disc_real_3: 0.1957528442144394 (0.22931549094972156) | > loss_disc_real_4: 0.25249868631362915 (0.23166030858244216) | > loss_disc_real_5: 0.21592769026756287 (0.20695723238445463) | > loss_0: 2.2697677612304688 (2.3418910730452764) | > loss_gen: 2.376943588256836 (2.3703438440958657) | > loss_kl: 2.2532365322113037 (2.921447379248483) | > loss_feat: 6.242109775543213 (7.092408248356411) | > loss_mel: 16.799440383911133 (17.764657520112536) | > loss_duration: 2.182964324951172 (2.3500992570604597) | > loss_1: 29.854694366455078 (32.498956135341096)  --> STEP: 22 | > loss_disc: 2.3825199604034424 (2.343737840652466) | > loss_disc_real_0: 0.2203960120677948 (0.1628960736773231) | > loss_disc_real_1: 0.1860456019639969 (0.1812695718624375) | > loss_disc_real_2: 0.1423734426498413 (0.17724366350607437) | > loss_disc_real_3: 0.1948312669992447 (0.2277480262246999) | > loss_disc_real_4: 0.24686965346336365 (0.23235164244066586) | > loss_disc_real_5: 0.1651274859905243 (0.20505588027563962) | > loss_0: 2.3825199604034424 (2.343737840652466) | > loss_gen: 2.3235292434692383 (2.3682159077037466) | > loss_kl: 2.2021000385284424 (2.888749772852117) | > loss_feat: 6.704890727996826 (7.074793815612793) | > loss_mel: 16.357759475708008 (17.700707609003242) | > loss_duration: 2.2339835166931152 (2.344821268861944) | > loss_1: 29.822263717651367 (32.377288298173376)  --> STEP: 23 | > loss_disc: 2.699028253555298 (2.359185249909111) | > loss_disc_real_0: 0.33965498208999634 (0.17058124360830887) | > loss_disc_real_1: 0.2623610198497772 (0.18479528699232184) | > loss_disc_real_2: 0.14827251434326172 (0.17598404832508252) | > loss_disc_real_3: 0.2719475328922272 (0.22966974390589673) | > loss_disc_real_4: 0.1991357058286667 (0.2309074712836224) | > loss_disc_real_5: 0.2501010000705719 (0.2070143637449845) | > loss_0: 2.699028253555298 (2.359185249909111) | > loss_gen: 2.364971160888672 (2.368074831755265) | > loss_kl: 3.0654067993164062 (2.8964305131331733) | > loss_feat: 5.4408040046691895 (7.003750780354375) | > loss_mel: 15.445751190185547 (17.602666025576386) | > loss_duration: 2.28476619720459 (2.3422101787898852) | > loss_1: 28.601699829101562 (32.213132277778946)  --> STEP: 24 | > loss_disc: 2.5430378913879395 (2.3668457766373954) | > loss_disc_real_0: 0.1682925820350647 (0.1704858827094237) | > loss_disc_real_1: 0.17979441583156586 (0.1845869173606237) | > loss_disc_real_2: 0.22575168311595917 (0.1780576997747024) | > loss_disc_real_3: 0.3350522816181183 (0.23406068297723928) | > loss_disc_real_4: 0.2522292733192444 (0.23179587970177332) | > loss_disc_real_5: 0.21989195048809052 (0.2075509298592806) | > loss_0: 2.5430378913879395 (2.3668457766373954) | > loss_gen: 2.450106382369995 (2.371492813030879) | > loss_kl: 2.473292350769043 (2.8787997563680015) | > loss_feat: 7.724826335906982 (7.033795595169067) | > loss_mel: 16.54180908203125 (17.558463652928673) | > loss_duration: 2.433560371398926 (2.346016436815262) | > loss_1: 31.623592376708984 (32.18856811523437)  --> STEP: 25 | > loss_disc: 2.5520882606506348 (2.374255475997925) | > loss_disc_real_0: 0.1795128881931305 (0.17084696292877197) | > loss_disc_real_1: 0.21794500946998596 (0.18592124104499816) | > loss_disc_real_2: 0.20901910960674286 (0.179296156167984) | > loss_disc_real_3: 0.20919263362884521 (0.23306596100330354) | > loss_disc_real_4: 0.256783127784729 (0.23279536962509156) | > loss_disc_real_5: 0.2625535726547241 (0.20975103557109834) | > loss_0: 2.5520882606506348 (2.374255475997925) | > loss_gen: 2.4341416358947754 (2.373998765945435) | > loss_kl: 2.672842025756836 (2.8705614471435545) | > loss_feat: 6.942622661590576 (7.0301486778259275) | > loss_mel: 17.17781639099121 (17.543237762451174) | > loss_duration: 2.4206082820892334 (2.349000110626221) | > loss_1: 31.64803123474121 (32.166946640014636)  --> STEP: 26 | > loss_disc: 2.55576491355896 (2.3812366082118106) | > loss_disc_real_0: 0.26425081491470337 (0.1744394187743847) | > loss_disc_real_1: 0.1964312195777893 (0.18632547098856705) | > loss_disc_real_2: 0.25740453600883484 (0.18230032462340134) | > loss_disc_real_3: 0.2582753002643585 (0.23403555097488257) | > loss_disc_real_4: 0.34670644998550415 (0.23717656502356896) | > loss_disc_real_5: 0.20281995832920074 (0.2094844556771792) | > loss_0: 2.55576491355896 (2.3812366082118106) | > loss_gen: 2.6878130435943604 (2.386068545855009) | > loss_kl: 2.6337006092071533 (2.8614514149152317) | > loss_feat: 7.055172920227051 (7.0311111486875095) | > loss_mel: 18.877103805541992 (17.594540302570053) | > loss_duration: 2.2972278594970703 (2.3470088701981764) | > loss_1: 33.55101776123047 (32.22018014467678) --> EVAL PERFORMANCE | > avg_loader_time: 0.002474693151620718 (+0.00019878607529860226) | > avg_loss_disc: 2.3812366082118106 (-0.09148225417503975) | > avg_loss_disc_real_0: 0.1744394187743847 (+0.0269699334525145) | > avg_loss_disc_real_1: 0.18632547098856705 (+0.0143509587416282) | > avg_loss_disc_real_2: 0.18230032462340134 (-0.035751001192973225) | > avg_loss_disc_real_3: 0.23403555097488257 (-0.015150521810238182) | > avg_loss_disc_real_4: 0.23717656502356896 (+0.007463334271541) | > avg_loss_disc_real_5: 0.2094844556771792 (-0.053089573979377774) | > avg_loss_0: 2.3812366082118106 (-0.09148225417503975) | > avg_loss_gen: 2.386068545855009 (+0.09992063045501798) | > avg_loss_kl: 2.8614514149152317 (-0.13234996337157012) | > avg_loss_feat: 7.0311111486875095 (+0.6016753270075874) | > avg_loss_mel: 17.594540302570053 (+0.5671726740323599) | > avg_loss_duration: 2.3470088701981764 (+0.0035838805712180566) | > avg_loss_1: 32.22018014467678 (+1.1400022506713725)  > EPOCH: 755/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:36:32)   --> TIME: 2024-06-12 00:36:42 -- STEP: 24/330 -- GLOBAL_STEP: 337175 | > loss_disc: 2.302206039428711 (2.337850163380305) | > loss_disc_real_0: 0.10046468675136566 (0.10399297283341487) | > loss_disc_real_1: 0.2462400496006012 (0.19672902735571066) | > loss_disc_real_2: 0.21432340145111084 (0.21252089800933996) | > loss_disc_real_3: 0.25526154041290283 (0.22922465639809766) | > loss_disc_real_4: 0.23123911023139954 (0.23335513224204382) | > loss_disc_real_5: 0.22701512277126312 (0.22831109973291555) | > loss_0: 2.302206039428711 (2.337850163380305) | > grad_norm_0: tensor(6.8844, device='cuda:0') (tensor(7.1779, device='cuda:0')) | > loss_gen: 2.546377658843994 (2.506524612506231) | > loss_kl: 1.8462603092193604 (1.8900386095046997) | > loss_feat: 7.79026985168457 (7.03890061378479) | > loss_mel: 17.2017822265625 (17.39380351702372) | > loss_duration: 1.9363338947296143 (2.0408562024434405) | > loss_1: 31.32102394104004 (30.870123624801636) | > grad_norm_1: tensor(40.2587, device='cuda:0') (tensor(66.1753, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3638 (0.36715197563171387) | > loader_time: 0.0032 (0.0031717419624328613)  --> TIME: 2024-06-12 00:36:52 -- STEP: 49/330 -- GLOBAL_STEP: 337200 | > loss_disc: 2.4117443561553955 (2.3621042650573103) | > loss_disc_real_0: 0.12320330739021301 (0.11017039980815381) | > loss_disc_real_1: 0.21588397026062012 (0.19569170900753569) | > loss_disc_real_2: 0.2078394889831543 (0.21109858824282277) | > loss_disc_real_3: 0.20811448991298676 (0.2308862574246465) | > loss_disc_real_4: 0.2147870659828186 (0.23257051499522463) | > loss_disc_real_5: 0.21354512870311737 (0.2268747729914529) | > loss_0: 2.4117443561553955 (2.3621042650573103) | > grad_norm_0: tensor(8.4127, device='cuda:0') (tensor(7.3336, device='cuda:0')) | > loss_gen: 2.293984889984131 (2.481073827159648) | > loss_kl: 1.8033097982406616 (1.924466077162295) | > loss_feat: 6.381552696228027 (7.045638298501774) | > loss_mel: 16.593252182006836 (17.404236151247606) | > loss_duration: 1.9544475078582764 (2.006166956862624) | > loss_1: 29.026546478271484 (30.861581101709483) | > grad_norm_1: tensor(58.3750, device='cuda:0') (tensor(63.5097, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3905 (0.36707436795137366) | > loader_time: 0.0036 (0.0033426771358567842)  --> TIME: 2024-06-12 00:37:01 -- STEP: 74/330 -- GLOBAL_STEP: 337225 | > loss_disc: 2.3943417072296143 (2.366324273315636) | > loss_disc_real_0: 0.10425744950771332 (0.1110748412037218) | > loss_disc_real_1: 0.19062229990959167 (0.19606958873368602) | > loss_disc_real_2: 0.2163713574409485 (0.21198131184320193) | > loss_disc_real_3: 0.24004332721233368 (0.22865491118785497) | > loss_disc_real_4: 0.244157075881958 (0.2322977225522737) | > loss_disc_real_5: 0.23630623519420624 (0.22724106203059893) | > loss_0: 2.3943417072296143 (2.366324273315636) | > grad_norm_0: tensor(7.3553, device='cuda:0') (tensor(7.5734, device='cuda:0')) | > loss_gen: 2.5512423515319824 (2.477083789335715) | > loss_kl: 2.0623323917388916 (1.9483277121105709) | > loss_feat: 7.35511589050293 (7.02263179340878) | > loss_mel: 17.81576156616211 (17.388319762977392) | > loss_duration: 1.8950989246368408 (1.9922727185326645) | > loss_1: 31.67955207824707 (30.828635679708945) | > grad_norm_1: tensor(135.6525, device='cuda:0') (tensor(68.6132, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3625 (0.36751165583327017) | > loader_time: 0.004 (0.0034776088353749867)  --> TIME: 2024-06-12 00:37:11 -- STEP: 99/330 -- GLOBAL_STEP: 337250 | > loss_disc: 2.313978433609009 (2.3636892781113135) | > loss_disc_real_0: 0.11743007600307465 (0.11217136101590262) | > loss_disc_real_1: 0.18802273273468018 (0.1970515555203563) | > loss_disc_real_2: 0.1990678310394287 (0.2107897214215211) | > loss_disc_real_3: 0.23622742295265198 (0.22835526878785606) | > loss_disc_real_4: 0.2428969293832779 (0.23220596906512675) | > loss_disc_real_5: 0.2566049098968506 (0.22663675624914845) | > loss_0: 2.313978433609009 (2.3636892781113135) | > grad_norm_0: tensor(5.9385, device='cuda:0') (tensor(8.6730, device='cuda:0')) | > loss_gen: 2.6906092166900635 (2.4788150522443986) | > loss_kl: 2.0071566104888916 (1.9599107034278638) | > loss_feat: 7.26906156539917 (6.991978216652918) | > loss_mel: 17.615522384643555 (17.363470366506867) | > loss_duration: 2.0151729583740234 (1.9913419882456456) | > loss_1: 31.597522735595703 (30.785516180173314) | > grad_norm_1: tensor(77.5991, device='cuda:0') (tensor(93.0575, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3736 (0.36860266598788183) | > loader_time: 0.0038 (0.00355867665223401)  --> TIME: 2024-06-12 00:37:20 -- STEP: 124/330 -- GLOBAL_STEP: 337275 | > loss_disc: 2.3335437774658203 (2.3720160261277234) | > loss_disc_real_0: 0.11309030652046204 (0.11367809099535789) | > loss_disc_real_1: 0.20219960808753967 (0.19699603956072562) | > loss_disc_real_2: 0.18109752237796783 (0.21113807311461819) | > loss_disc_real_3: 0.21439813077449799 (0.23002631085053568) | > loss_disc_real_4: 0.2147597223520279 (0.23297296861006367) | > loss_disc_real_5: 0.22016385197639465 (0.2266654124663722) | > loss_0: 2.3335437774658203 (2.3720160261277234) | > grad_norm_0: tensor(11.3674, device='cuda:0') (tensor(9.0673, device='cuda:0')) | > loss_gen: 2.5435304641723633 (2.4671979777274595) | > loss_kl: 1.9235862493515015 (1.9671006779516897) | > loss_feat: 7.072693824768066 (6.95799070788968) | > loss_mel: 17.449953079223633 (17.360030581874245) | > loss_duration: 2.0304791927337646 (1.9954410108827771) | > loss_1: 31.020240783691406 (30.747760880377985) | > grad_norm_1: tensor(86.4597, device='cuda:0') (tensor(92.7278, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.4002 (0.37256347363994974) | > loader_time: 0.004 (0.003688133532001126)  --> TIME: 2024-06-12 00:37:30 -- STEP: 149/330 -- GLOBAL_STEP: 337300 | > loss_disc: 2.465498685836792 (2.3748249559594488) | > loss_disc_real_0: 0.11612898111343384 (0.1141489985705222) | > loss_disc_real_1: 0.23221462965011597 (0.19809474351022063) | > loss_disc_real_2: 0.27098578214645386 (0.2117997004881801) | > loss_disc_real_3: 0.2342562973499298 (0.22956849074603727) | > loss_disc_real_4: 0.23254621028900146 (0.23257393524950784) | > loss_disc_real_5: 0.210132896900177 (0.2258966774148429) | > loss_0: 2.465498685836792 (2.3748249559594488) | > grad_norm_0: tensor(8.6784, device='cuda:0') (tensor(9.7308, device='cuda:0')) | > loss_gen: 2.5151944160461426 (2.466198409163712) | > loss_kl: 2.041195869445801 (1.9765122680856078) | > loss_feat: 6.670680522918701 (6.966770616953805) | > loss_mel: 17.784400939941406 (17.362423525560633) | > loss_duration: 2.0388741493225098 (1.999128447283034) | > loss_1: 31.050344467163086 (30.771033203841856) | > grad_norm_1: tensor(160.1457, device='cuda:0') (tensor(101.8356, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3839 (0.3745603737415084) | > loader_time: 0.0043 (0.003786221446606937)  --> TIME: 2024-06-12 00:37:40 -- STEP: 174/330 -- GLOBAL_STEP: 337325 | > loss_disc: 2.400777816772461 (2.3796327210020762) | > loss_disc_real_0: 0.09395201504230499 (0.1155297802011857) | > loss_disc_real_1: 0.18558073043823242 (0.1974645740855699) | > loss_disc_real_2: 0.2363022118806839 (0.21242728212784076) | > loss_disc_real_3: 0.21880243718624115 (0.23084366038955492) | > loss_disc_real_4: 0.22382591664791107 (0.23351770913463898) | > loss_disc_real_5: 0.2398500144481659 (0.22637185762668477) | > loss_0: 2.400777816772461 (2.3796327210020762) | > grad_norm_0: tensor(15.5024, device='cuda:0') (tensor(10.1662, device='cuda:0')) | > loss_gen: 2.408508777618408 (2.459892573027775) | > loss_kl: 2.1392626762390137 (1.9843516781412323) | > loss_feat: 7.25472354888916 (6.965496353719426) | > loss_mel: 17.22426986694336 (17.332203760914428) | > loss_duration: 2.102285146713257 (2.0048321540328273) | > loss_1: 31.12904930114746 (30.74677650407813) | > grad_norm_1: tensor(220.7292, device='cuda:0') (tensor(111.9370, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3998 (0.3767050545791101) | > loader_time: 0.0053 (0.0038867640769344636)  --> TIME: 2024-06-12 00:37:50 -- STEP: 199/330 -- GLOBAL_STEP: 337350 | > loss_disc: 2.4786815643310547 (2.3817705185569125) | > loss_disc_real_0: 0.09577976167201996 (0.116740619417411) | > loss_disc_real_1: 0.1908257156610489 (0.1974414129502809) | > loss_disc_real_2: 0.20128920674324036 (0.21245602349839618) | > loss_disc_real_3: 0.24332937598228455 (0.23079635869318516) | > loss_disc_real_4: 0.23143932223320007 (0.2340347576680495) | > loss_disc_real_5: 0.23737944662570953 (0.22604415576961173) | > loss_0: 2.4786815643310547 (2.3817705185569125) | > grad_norm_0: tensor(9.5415, device='cuda:0') (tensor(10.4752, device='cuda:0')) | > loss_gen: 2.2125589847564697 (2.4581842626159505) | > loss_kl: 1.935929775238037 (1.9881379849946679) | > loss_feat: 5.899544715881348 (6.95939471374205) | > loss_mel: 16.990310668945312 (17.320226539918536) | > loss_duration: 2.1407127380371094 (2.013191207569448) | > loss_1: 29.17905616760254 (30.739134716628186) | > grad_norm_1: tensor(56.4338, device='cuda:0') (tensor(118.1420, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.3995 (0.37838894518176525) | > loader_time: 0.0047 (0.003992283164556302)  --> TIME: 2024-06-12 00:38:00 -- STEP: 224/330 -- GLOBAL_STEP: 337375 | > loss_disc: 2.307619094848633 (2.3800081557461215) | > loss_disc_real_0: 0.10899817943572998 (0.11754180806955057) | > loss_disc_real_1: 0.18897214531898499 (0.19692734163254497) | > loss_disc_real_2: 0.20487014949321747 (0.21213577827438712) | > loss_disc_real_3: 0.2179548144340515 (0.23052404428433096) | > loss_disc_real_4: 0.1860770732164383 (0.2338917132999216) | > loss_disc_real_5: 0.19143225252628326 (0.22519613935479096) | > loss_0: 2.307619094848633 (2.3800081557461215) | > grad_norm_0: tensor(25.5623, device='cuda:0') (tensor(11.7868, device='cuda:0')) | > loss_gen: 2.6111021041870117 (2.458569010453565) | > loss_kl: 2.0685794353485107 (1.9934304505586624) | > loss_feat: 6.918155193328857 (6.96683177777699) | > loss_mel: 17.401926040649414 (17.2830916770867) | > loss_duration: 2.133035898208618 (2.020881063171795) | > loss_1: 31.13279914855957 (30.7228039758546) | > grad_norm_1: tensor(373.4314, device='cuda:0') (tensor(138.7631, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.4026 (0.3808409954820361) | > loader_time: 0.0051 (0.004129594990185328)  --> TIME: 2024-06-12 00:38:11 -- STEP: 249/330 -- GLOBAL_STEP: 337400 | > loss_disc: 2.1085739135742188 (2.376738644986748) | > loss_disc_real_0: 0.08351974189281464 (0.1189667063664241) | > loss_disc_real_1: 0.15657289326190948 (0.19656266248130413) | > loss_disc_real_2: 0.23341739177703857 (0.2122962064293015) | > loss_disc_real_3: 0.22960565984249115 (0.2306711678524094) | > loss_disc_real_4: 0.21758964657783508 (0.23288352177085647) | > loss_disc_real_5: 0.18662245571613312 (0.2239091860721389) | > loss_0: 2.1085739135742188 (2.376738644986748) | > grad_norm_0: tensor(22.4683, device='cuda:0') (tensor(13.8937, device='cuda:0')) | > loss_gen: 2.8291778564453125 (2.4667550263155893) | > loss_kl: 2.0900187492370605 (1.996326021401279) | > loss_feat: 7.827683925628662 (6.979027512561844) | > loss_mel: 16.944353103637695 (17.25291966051462) | > loss_duration: 2.094172477722168 (2.029270407665208) | > loss_1: 31.78540802001953 (30.724298599733405) | > grad_norm_1: tensor(540.0250, device='cuda:0') (tensor(160.3009, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.4186 (0.38438949048758514) | > loader_time: 0.0061 (0.004254988398417889)  --> TIME: 2024-06-12 00:38:22 -- STEP: 274/330 -- GLOBAL_STEP: 337425 | > loss_disc: 2.4920825958251953 (2.3759992144403683) | > loss_disc_real_0: 0.12839657068252563 (0.11965691994359023) | > loss_disc_real_1: 0.20319852232933044 (0.19667140247612974) | > loss_disc_real_2: 0.22765889763832092 (0.21198062495376074) | > loss_disc_real_3: 0.2246856838464737 (0.23053702875210422) | > loss_disc_real_4: 0.216862753033638 (0.23279324793902628) | > loss_disc_real_5: 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(0.19676647741459682) | > loss_disc_real_2: 0.21019835770130157 (0.2119543598248409) | > loss_disc_real_3: 0.22010108828544617 (0.2307612177320946) | > loss_disc_real_4: 0.23063039779663086 (0.23321799380723449) | > loss_disc_real_5: 0.2195911407470703 (0.2233745762735705) | > loss_0: 2.343386173248291 (2.3776305531179642) | > grad_norm_0: tensor(13.8468, device='cuda:0') (tensor(17.7839, device='cuda:0')) | > loss_gen: 2.4762752056121826 (2.4723374923336077) | > loss_kl: 2.0708096027374268 (2.0055287095615295) | > loss_feat: 7.3893046379089355 (6.990770317638997) | > loss_mel: 17.837923049926758 (17.15725618700519) | > loss_duration: 2.1926071643829346 (2.0482617596718784) | > loss_1: 31.966920852661133 (30.67415440919806) | > grad_norm_1: tensor(398.4223, device='cuda:0') (tensor(209.6274, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.4755 (0.3942119429342723) | > loader_time: 0.0072 (0.004575404036403898)  --> TIME: 2024-06-12 00:38:47 -- STEP: 324/330 -- GLOBAL_STEP: 337475 | > loss_disc: 2.4301555156707764 (2.38131931276969) | > loss_disc_real_0: 0.14220094680786133 (0.1213005525002509) | > loss_disc_real_1: 0.16641123592853546 (0.19804915031533174) | > loss_disc_real_2: 0.24575349688529968 (0.21212069515460813) | > loss_disc_real_3: 0.2222583293914795 (0.23070137920203032) | > loss_disc_real_4: 0.2130909413099289 (0.23317374445406008) | > loss_disc_real_5: 0.21640710532665253 (0.22354415615583645) | > loss_0: 2.4301555156707764 (2.38131931276969) | > grad_norm_0: tensor(23.3855, device='cuda:0') (tensor(18.5764, device='cuda:0')) | > loss_gen: 2.419640064239502 (2.468196107281581) | > loss_kl: 2.2399795055389404 (2.0143710150394907) | > loss_feat: 8.472844123840332 (7.032613534986237) | > loss_mel: 16.836450576782227 (17.12041453667628) | > loss_duration: 2.261040449142456 (2.0630315247877142) | > loss_1: 32.22995376586914 (30.698626665421475) | > grad_norm_1: tensor(360.2149, device='cuda:0') (tensor(221.1817, device='cuda:0')) | > current_lr_0: 0.0001819872205073572 | > current_lr_1: 0.0001819872205073572 | > step_time: 0.5778 (0.4050461031772472) | > loader_time: 0.0083 (0.00482009369650005)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5077128410339355 (2.5077128410339355) | > loss_disc_real_0: 0.17529690265655518 (0.17529690265655518) | > loss_disc_real_1: 0.21840481460094452 (0.21840481460094452) | > loss_disc_real_2: 0.16589829325675964 (0.16589829325675964) | > loss_disc_real_3: 0.19725880026817322 (0.19725880026817322) | > loss_disc_real_4: 0.2675223648548126 (0.2675223648548126) | > loss_disc_real_5: 0.2578311264514923 (0.2578311264514923) | > loss_0: 2.5077128410339355 (2.5077128410339355) | > loss_gen: 2.2028756141662598 (2.2028756141662598) | > loss_kl: 2.459705352783203 (2.459705352783203) | > loss_feat: 5.485454559326172 (5.485454559326172) | > loss_mel: 16.473316192626953 (16.473316192626953) | > loss_duration: 2.996137857437134 (2.996137857437134) | > loss_1: 29.617488861083984 (29.617488861083984)  --> STEP: 1 | > loss_disc: 2.088310956954956 (2.088310956954956) | > loss_disc_real_0: 0.072748102247715 (0.072748102247715) | > loss_disc_real_1: 0.21259723603725433 (0.21259723603725433) | > loss_disc_real_2: 0.11698244512081146 (0.11698244512081146) | > loss_disc_real_3: 0.15217824280261993 (0.15217824280261993) | > loss_disc_real_4: 0.17141219973564148 (0.17141219973564148) | > loss_disc_real_5: 0.16018588840961456 (0.16018588840961456) | > loss_0: 2.088310956954956 (2.088310956954956) | > loss_gen: 2.440053939819336 (2.440053939819336) | > loss_kl: 3.244020700454712 (3.244020700454712) | > loss_feat: 6.737186908721924 (6.737186908721924) | > loss_mel: 17.005048751831055 (17.005048751831055) | > loss_duration: 2.493799924850464 (2.493799924850464) | > loss_1: 31.920108795166016 (31.920108795166016)  --> STEP: 2 | > loss_disc: 2.4223687648773193 (2.2553398609161377) | > loss_disc_real_0: 0.0714571624994278 (0.0721026323735714) | > loss_disc_real_1: 0.22330862283706665 (0.2179529294371605) | > loss_disc_real_2: 0.1676304042339325 (0.14230642467737198) | > loss_disc_real_3: 0.2269415408372879 (0.18955989181995392) | > loss_disc_real_4: 0.2705008387565613 (0.22095651924610138) | > loss_disc_real_5: 0.28132495284080505 (0.2207554206252098) | > loss_0: 2.4223687648773193 (2.2553398609161377) | > loss_gen: 2.3594443798065186 (2.3997491598129272) | > loss_kl: 2.5569446086883545 (2.900482654571533) | > loss_feat: 6.278527736663818 (6.507857322692871) | > loss_mel: 18.783306121826172 (17.894177436828613) | > loss_duration: 2.4814891815185547 (2.4876445531845093) | > loss_1: 32.45970916748047 (32.18990898132324)  --> STEP: 3 | > loss_disc: 2.179356336593628 (2.2300120194753013) | > loss_disc_real_0: 0.1150355413556099 (0.0864136020342509) | > loss_disc_real_1: 0.18094831705093384 (0.20561805864175162) | > loss_disc_real_2: 0.10488226264715195 (0.12983170400063196) | > loss_disc_real_3: 0.17253828048706055 (0.18388602137565613) | > loss_disc_real_4: 0.17858394980430603 (0.2068323294321696) | > loss_disc_real_5: 0.15558405220508575 (0.19903163115183511) | > loss_0: 2.179356336593628 (2.2300120194753013) | > loss_gen: 2.130246877670288 (2.309915065765381) | > loss_kl: 3.582862377166748 (3.1279425621032715) | > loss_feat: 6.319336891174316 (6.445017178853353) | > loss_mel: 15.257978439331055 (17.01544443766276) | > loss_duration: 2.3482046127319336 (2.441164573033651) | > loss_1: 29.638629913330078 (31.33948262532552)  --> STEP: 4 | > loss_disc: 2.253251314163208 (2.235821843147278) | > loss_disc_real_0: 0.08898439258337021 (0.08705629967153072) | > loss_disc_real_1: 0.28751128911972046 (0.22609136626124382) | > loss_disc_real_2: 0.15123410522937775 (0.1351823043078184) | > loss_disc_real_3: 0.21176472306251526 (0.1908556967973709) | > loss_disc_real_4: 0.22087650001049042 (0.2103433720767498) | > loss_disc_real_5: 0.2001420259475708 (0.19930922985076904) | > loss_0: 2.253251314163208 (2.235821843147278) | > loss_gen: 2.5957136154174805 (2.3813647031784058) | > loss_kl: 3.9173521995544434 (3.3252949714660645) | > loss_feat: 9.337913513183594 (7.168241262435913) | > loss_mel: 17.246139526367188 (17.073118209838867) | > loss_duration: 2.419416904449463 (2.4357276558876038) | > loss_1: 35.516536712646484 (32.38374614715576)  --> STEP: 5 | > loss_disc: 2.0952630043029785 (2.207710075378418) | > loss_disc_real_0: 0.15454410016536713 (0.100553859770298) | > loss_disc_real_1: 0.23205959796905518 (0.2272850126028061) | > loss_disc_real_2: 0.11891663074493408 (0.13192916959524154) | > loss_disc_real_3: 0.18217144906520844 (0.18911884725093842) | > loss_disc_real_4: 0.15886732935905457 (0.20004816353321075) | > loss_disc_real_5: 0.13851793110370636 (0.1871509701013565) | > loss_0: 2.0952630043029785 (2.207710075378418) | > loss_gen: 2.442348003387451 (2.393561363220215) | > loss_kl: 2.428622245788574 (3.1459604263305665) | > loss_feat: 7.815700054168701 (7.297733020782471) | > loss_mel: 19.393102645874023 (17.5371150970459) | > loss_duration: 2.4118001461029053 (2.430942153930664) | > loss_1: 34.491573333740234 (32.805311584472655)  --> STEP: 6 | > loss_disc: 2.5764429569244385 (2.269165555636088) | > loss_disc_real_0: 0.09435310959815979 (0.09952040140827496) | > loss_disc_real_1: 0.4198971688747406 (0.2593870386481285) | > loss_disc_real_2: 0.2329689860343933 (0.14876913900176683) | > loss_disc_real_3: 0.2228897511959076 (0.1947473312417666) | > loss_disc_real_4: 0.20853252708911896 (0.20146222412586212) | > loss_disc_real_5: 0.22633419930934906 (0.1936815083026886) | > loss_0: 2.5764429569244385 (2.269165555636088) | > loss_gen: 2.6256566047668457 (2.432243903477987) | > loss_kl: 3.1041786670684814 (3.1389967997868857) | > loss_feat: 6.242619514465332 (7.121880769729614) | > loss_mel: 17.278663635253906 (17.4940398534139) | > loss_duration: 2.204716444015503 (2.3932378689448037) | > loss_1: 31.455833435058594 (32.58039855957031)  --> STEP: 7 | > loss_disc: 2.4962244033813477 (2.301602533885411) | > loss_disc_real_0: 0.18059015274047852 (0.11110179445573262) | > loss_disc_real_1: 0.3097437024116516 (0.26658084775720325) | > loss_disc_real_2: 0.14429135620594025 (0.14812945574522018) | > loss_disc_real_3: 0.22268706560134888 (0.19873872186456407) | > loss_disc_real_4: 0.2333996444940567 (0.20602471274988993) | > loss_disc_real_5: 0.2310609519481659 (0.19902142882347107) | > loss_0: 2.4962244033813477 (2.301602533885411) | > loss_gen: 2.334949254989624 (2.418344667979649) | > loss_kl: 4.210038661956787 (3.2920027800968716) | > loss_feat: 5.342835426330566 (6.867731434958322) | > loss_mel: 17.32887077331543 (17.47044427054269) | > loss_duration: 2.5361170768737793 (2.413649184363229) | > loss_1: 31.752811431884766 (32.462171827043804)  --> STEP: 8 | > loss_disc: 2.6851022243499756 (2.3495399951934814) | > loss_disc_real_0: 0.1513732373714447 (0.11613572482019663) | > loss_disc_real_1: 0.4260993003845215 (0.286520654335618) | > loss_disc_real_2: 0.18533948063850403 (0.15278070885688066) | > loss_disc_real_3: 0.2617954611778259 (0.2066208142787218) | > loss_disc_real_4: 0.26026302576065063 (0.212804501876235) | > loss_disc_real_5: 0.33556684851646423 (0.21608960628509521) | > loss_0: 2.6851022243499756 (2.3495399951934814) | > loss_gen: 2.7493157386779785 (2.4597160518169403) | > loss_kl: 3.503234386444092 (3.318406730890274) | > loss_feat: 7.917703151702881 (6.998977899551392) | > loss_mel: 18.373811721801758 (17.583365201950073) | > loss_duration: 2.3249051570892334 (2.4025561809539795) | > loss_1: 34.86897277832031 (32.76302194595337)  --> STEP: 9 | > loss_disc: 2.3143367767333984 (2.3456285264756946) | > loss_disc_real_0: 0.1378292590379715 (0.1185461175110605) | > loss_disc_real_1: 0.2919498682022095 (0.2871239003207948) | > loss_disc_real_2: 0.1788908690214157 (0.15568183776405123) | > loss_disc_real_3: 0.2074236273765564 (0.20671001573403677) | > loss_disc_real_4: 0.21989445388317108 (0.21359227432145012) | > loss_disc_real_5: 0.22103099524974823 (0.21663864950338999) | > loss_0: 2.3143367767333984 (2.3456285264756946) | > loss_gen: 2.544158935546875 (2.4690985944536) | > loss_kl: 2.90226149559021 (3.272168371412489) | > loss_feat: 9.52460765838623 (7.279603428310818) | > loss_mel: 18.703336715698242 (17.707806481255425) | > loss_duration: 2.2419281005859375 (2.3847086164686413) | > loss_1: 35.91629409790039 (33.11338551839193)  --> STEP: 10 | > loss_disc: 2.363734722137451 (2.34743914604187) | > loss_disc_real_0: 0.10360552370548248 (0.1170520581305027) | > loss_disc_real_1: 0.31377947330474854 (0.2897894576191902) | > loss_disc_real_2: 0.1909734010696411 (0.1592109940946102) | > loss_disc_real_3: 0.22828556597232819 (0.2088675707578659) | > loss_disc_real_4: 0.2569906711578369 (0.2179321140050888) | > loss_disc_real_5: 0.2467961609363556 (0.21965440064668657) | > loss_0: 2.363734722137451 (2.34743914604187) | > loss_gen: 2.62722110748291 (2.4849108457565308) | > loss_kl: 2.605836868286133 (3.2055352210998533) | > loss_feat: 7.231269836425781 (7.274770069122314) | > loss_mel: 17.864498138427734 (17.723475646972656) | > loss_duration: 2.43491268157959 (2.3897290229797363) | > loss_1: 32.76374053955078 (33.07842102050781)  --> STEP: 11 | > loss_disc: 2.545588254928589 (2.365452701395208) | > loss_disc_real_0: 0.20851019024848938 (0.1253664337775924) | > loss_disc_real_1: 0.3369150459766388 (0.2940736020153219) | > loss_disc_real_2: 0.15512660145759583 (0.15883968567306345) | > loss_disc_real_3: 0.2495553195476532 (0.21256645701148294) | > loss_disc_real_4: 0.24679836630821228 (0.2205563187599182) | > loss_disc_real_5: 0.29471898078918457 (0.22647845338691364) | > loss_0: 2.545588254928589 (2.365452701395208) | > loss_gen: 2.4834911823272705 (2.48478178544478) | > loss_kl: 2.8780734539031982 (3.175765969536521) | > loss_feat: 6.873779296875 (7.238316362554377) | > loss_mel: 16.71148109436035 (17.63147614218972) | > loss_duration: 2.5193285942077637 (2.401510802182284) | > loss_1: 31.466154098510742 (32.93185130032626)  --> STEP: 12 | > loss_disc: 2.3552632331848145 (2.364603579044342) | > loss_disc_real_0: 0.08849352598190308 (0.12229369146128495) | > loss_disc_real_1: 0.2696281373500824 (0.2920364799598853) | > loss_disc_real_2: 0.16477489471435547 (0.15933428642650446) | > loss_disc_real_3: 0.24018263816833496 (0.2148678054412206) | > loss_disc_real_4: 0.23380087316036224 (0.22166003162662187) | > loss_disc_real_5: 0.27775993943214417 (0.23075191055734953) | > loss_0: 2.3552632331848145 (2.364603579044342) | > loss_gen: 2.403803586959839 (2.4780336022377014) | > loss_kl: 3.37015700340271 (3.1919652223587036) | > loss_feat: 5.9135332107543945 (7.127917766571045) | > loss_mel: 17.207496643066406 (17.596144517262776) | > loss_duration: 2.3394393920898438 (2.396338184674581) | > loss_1: 31.23443031311035 (32.7903995513916)  --> STEP: 13 | > loss_disc: 2.43410325050354 (2.3699497076181264) | > loss_disc_real_0: 0.13034328818321228 (0.12291289120912552) | > loss_disc_real_1: 0.21281568706035614 (0.28594257281376767) | > loss_disc_real_2: 0.14112654328346252 (0.1579336908001166) | > loss_disc_real_3: 0.26179417967796326 (0.21847752653635466) | > loss_disc_real_4: 0.21011731028556824 (0.22077212998500237) | > loss_disc_real_5: 0.24294866621494293 (0.23169012253101057) | > loss_0: 2.43410325050354 (2.3699497076181264) | > loss_gen: 2.1343674659729004 (2.4515977456019473) | > loss_kl: 3.372546672821045 (3.205856103163499) | > loss_feat: 8.430817604064941 (7.228140830993652) | > loss_mel: 15.944097518920898 (17.469063978928787) | > loss_duration: 2.300780773162842 (2.3889876145582933) | > loss_1: 32.18260955810547 (32.74364647498498)  --> STEP: 14 | > loss_disc: 2.383734703063965 (2.3709343501499722) | > loss_disc_real_0: 0.1416167914867401 (0.124248884086098) | > loss_disc_real_1: 0.2726193964481354 (0.2849909173590796) | > loss_disc_real_2: 0.2164463996887207 (0.16211317000644548) | > loss_disc_real_3: 0.2754605710506439 (0.22254774400166102) | > loss_disc_real_4: 0.251575231552124 (0.22297235152551106) | > loss_disc_real_5: 0.20681148767471313 (0.22991307718413218) | > loss_0: 2.383734703063965 (2.3709343501499722) | > loss_gen: 2.622897148132324 (2.46383341721126) | > loss_kl: 3.871943473815918 (3.2534337724958147) | > loss_feat: 7.1626973152160645 (7.223466294152396) | > loss_mel: 17.323143005371094 (17.458641052246094) | > loss_duration: 2.4189891815185547 (2.3911305836268832) | > loss_1: 33.39967346191406 (32.79050554547991)  --> STEP: 15 | > loss_disc: 2.504127264022827 (2.379813877741496) | > loss_disc_real_0: 0.18079204857349396 (0.12801842838525773) | > loss_disc_real_1: 0.30565881729125977 (0.2863687773545583) | > loss_disc_real_2: 0.15910068154335022 (0.16191233744223912) | > loss_disc_real_3: 0.25228050351142883 (0.2245299279689789) | > loss_disc_real_4: 0.19229039549827576 (0.22092688779036204) | > loss_disc_real_5: 0.23823338747024536 (0.23046776453653972) | > loss_0: 2.504127264022827 (2.379813877741496) | > loss_gen: 2.3157618045806885 (2.453961976369222) | > loss_kl: 3.1954104900360107 (3.2495655536651613) | > loss_feat: 5.654399871826172 (7.118861865997315) | > loss_mel: 16.39776611328125 (17.387916056315103) | > loss_duration: 2.38288950920105 (2.390581178665161) | > loss_1: 29.94622802734375 (32.600887044270834)  --> STEP: 16 | > loss_disc: 2.458282709121704 (2.384718179702759) | > loss_disc_real_0: 0.20425978302955627 (0.13278351305052638) | > loss_disc_real_1: 0.27989640831947327 (0.2859642542898655) | > loss_disc_real_2: 0.18364574015140533 (0.163270675111562) | > loss_disc_real_3: 0.23837250471115112 (0.22539508901536465) | > loss_disc_real_4: 0.23270832002162933 (0.22166322730481625) | > loss_disc_real_5: 0.2672579288482666 (0.23276714980602264) | > loss_0: 2.458282709121704 (2.384718179702759) | > loss_gen: 2.5849411487579346 (2.4621481746435165) | > loss_kl: 2.7922306060791016 (3.2209821194410324) | > loss_feat: 6.910042762756348 (7.105810672044754) | > loss_mel: 16.705322265625 (17.345253944396973) | > loss_duration: 2.387174606323242 (2.390368267893791) | > loss_1: 31.37971305847168 (32.524563670158386)  --> STEP: 17 | > loss_disc: 2.6259548664093018 (2.3989085730384376) | > loss_disc_real_0: 0.13612478971481323 (0.1329800587366609) | > loss_disc_real_1: 0.2527952194213867 (0.2840131345917197) | > loss_disc_real_2: 0.20224489271640778 (0.16556327614714117) | > loss_disc_real_3: 0.25268518924713135 (0.227000389028998) | > loss_disc_real_4: 0.27978482842445374 (0.2250821450177361) | > loss_disc_real_5: 0.36343565583229065 (0.24045353251345017) | > loss_0: 2.6259548664093018 (2.3989085730384376) | > loss_gen: 2.2825541496276855 (2.4515838202308204) | > loss_kl: 2.6366114616394043 (3.186607374864466) | > loss_feat: 6.520261764526367 (7.07136661866132) | > loss_mel: 17.192218780517578 (17.336251875933478) | > loss_duration: 2.506558656692505 (2.397202996646657) | > loss_1: 31.138206481933594 (32.44301324732163)  --> STEP: 18 | > loss_disc: 2.686342716217041 (2.4148771365483603) | > loss_disc_real_0: 0.17046351730823517 (0.13506247310174835) | > loss_disc_real_1: 0.3118607997894287 (0.2855602271027035) | > loss_disc_real_2: 0.12717024981975555 (0.1634303302400642) | > loss_disc_real_3: 0.21475572884082794 (0.2263201301296552) | > loss_disc_real_4: 0.2152280956506729 (0.22453469783067703) | > loss_disc_real_5: 0.2347070723772049 (0.24013428472810322) | > loss_0: 2.686342716217041 (2.4148771365483603) | > loss_gen: 1.9793083667755127 (2.425346295038859) | > loss_kl: 2.8388867378234863 (3.167289561695523) | > loss_feat: 7.0901594161987305 (7.072410662968953) | > loss_mel: 16.147165298461914 (17.27019151051839) | > loss_duration: 2.220640182495117 (2.3873939514160156) | > loss_1: 30.276161193847656 (32.32263257768419)  --> STEP: 19 | > loss_disc: 2.537842035293579 (2.4213489733244242) | > loss_disc_real_0: 0.32002103328704834 (0.14479713416413256) | > loss_disc_real_1: 0.22553570568561554 (0.28240104176496206) | > loss_disc_real_2: 0.19494420289993286 (0.1650889551168994) | > loss_disc_real_3: 0.19422495365142822 (0.22463091031501167) | > loss_disc_real_4: 0.19244085252285004 (0.22284554807763352) | > loss_disc_real_5: 0.19646820425987244 (0.23783606996661738) | > loss_0: 2.537842035293579 (2.4213489733244242) | > loss_gen: 2.4241325855255127 (2.425282415590788) | > loss_kl: 2.305119514465332 (3.1219121907886707) | > loss_feat: 8.388565063476562 (7.141681947206196) | > loss_mel: 14.903088569641113 (17.145607145209063) | > loss_duration: 2.3701443672180176 (2.3864860785634896) | > loss_1: 30.391050338745117 (32.220970354582136)  --> STEP: 20 | > loss_disc: 2.1949338912963867 (2.4100282192230225) | > loss_disc_real_0: 0.1560092270374298 (0.14535773880779743) | > loss_disc_real_1: 0.32487753033638 (0.28452486619353295) | > loss_disc_real_2: 0.14357852935791016 (0.16401343382894992) | > loss_disc_real_3: 0.16653043031692505 (0.22172588631510734) | > loss_disc_real_4: 0.16737370193004608 (0.22007195577025412) | > loss_disc_real_5: 0.1706574410200119 (0.23447713851928711) | > loss_0: 2.1949338912963867 (2.4100282192230225) | > loss_gen: 2.5294077396392822 (2.430488681793213) | > loss_kl: 2.418376922607422 (3.086735427379608) | > loss_feat: 7.191791534423828 (7.144187426567077) | > loss_mel: 17.50131607055664 (17.16339259147644) | > loss_duration: 2.304889678955078 (2.3824062585830688) | > loss_1: 31.945781707763672 (32.20721092224121)  --> STEP: 21 | > loss_disc: 2.311629295349121 (2.405342556181408) | > loss_disc_real_0: 0.13110189139842987 (0.14467888893116088) | > loss_disc_real_1: 0.2495102882385254 (0.2828575053385326) | > loss_disc_real_2: 0.21832500398159027 (0.16659969907431377) | > loss_disc_real_3: 0.19803185760974884 (0.2205975992338998) | > loss_disc_real_4: 0.2901822626590729 (0.22341054181257883) | > loss_disc_real_5: 0.24899402260780334 (0.23516841871397837) | > loss_0: 2.311629295349121 (2.405342556181408) | > loss_gen: 2.7077279090881348 (2.443690549759638) | > loss_kl: 2.8455283641815186 (3.0752493767511275) | > loss_feat: 6.002376556396484 (7.089815480368478) | > loss_mel: 16.19190788269043 (17.117131414867583) | > loss_duration: 2.1626315116882324 (2.3719407944452193) | > loss_1: 29.910173416137695 (32.09782818385533)  --> STEP: 22 | > loss_disc: 2.1581003665924072 (2.3941042748364536) | > loss_disc_real_0: 0.062160298228263855 (0.14092804389921101) | > loss_disc_real_1: 0.3475284278392792 (0.28579709272493015) | > loss_disc_real_2: 0.11928810924291611 (0.1644491722637957) | > loss_disc_real_3: 0.21624906361103058 (0.22039993852376938) | > loss_disc_real_4: 0.2311013787984848 (0.2237601253119382) | > loss_disc_real_5: 0.19313114881515503 (0.2332576337185773) | > loss_0: 2.1581003665924072 (2.3941042748364536) | > loss_gen: 2.6406569480895996 (2.4526435678655454) | > loss_kl: 2.7569985389709473 (3.0607834295793013) | > loss_feat: 8.117323875427246 (7.1365204074166035) | > loss_mel: 19.39805030822754 (17.220809546383943) | > loss_duration: 2.2111804485321045 (2.3646335059946235) | > loss_1: 35.124210357666016 (32.235391009937636)  --> STEP: 23 | > loss_disc: 2.227564811706543 (2.386863428613414) | > loss_disc_real_0: 0.06038296967744827 (0.13742608415043872) | > loss_disc_real_1: 0.21375280618667603 (0.28266473244065826) | > loss_disc_real_2: 0.13851840794086456 (0.1633217477280161) | > loss_disc_real_3: 0.23670195043087006 (0.22110872165016507) | > loss_disc_real_4: 0.19670981168746948 (0.22258402471957) | > loss_disc_real_5: 0.2498232126235962 (0.23397787627966507) | > loss_0: 2.227564811706543 (2.386863428613414) | > loss_gen: 2.419017791748047 (2.4511815775995673) | > loss_kl: 2.648820161819458 (3.0428719831549604) | > loss_feat: 7.6481709480285645 (7.158766083095385) | > loss_mel: 17.588903427124023 (17.236813628155254) | > loss_duration: 2.2983667850494385 (2.361752344214398) | > loss_1: 32.60327911376953 (32.25138614488685)  --> STEP: 24 | > loss_disc: 2.417470932006836 (2.3881387412548065) | > loss_disc_real_0: 0.11554698646068573 (0.13651445508003235) | > loss_disc_real_1: 0.26912641525268555 (0.2821006358911594) | > loss_disc_real_2: 0.17306800186634064 (0.1637278416504463) | > loss_disc_real_3: 0.2382114976644516 (0.221821337317427) | > loss_disc_real_4: 0.2002130001783371 (0.22165189869701862) | > loss_disc_real_5: 0.16959165036678314 (0.23129511686662832) | > loss_0: 2.417470932006836 (2.3881387412548065) | > loss_gen: 2.2177443504333496 (2.4414550264676413) | > loss_kl: 2.4652256965637207 (3.0188033878803253) | > loss_feat: 5.3734660148620605 (7.08437858025233) | > loss_mel: 16.852907180786133 (17.22081752618154) | > loss_duration: 2.4640917778015137 (2.3660164872805276) | > loss_1: 29.373435974121094 (32.13147155443828)  --> STEP: 25 | > loss_disc: 2.432647705078125 (2.3899190998077393) | > loss_disc_real_0: 0.13707126677036285 (0.13653672754764556) | > loss_disc_real_1: 0.24023236334323883 (0.2804259049892426) | > loss_disc_real_2: 0.13699451088905334 (0.16265850841999058) | > loss_disc_real_3: 0.25936755537986755 (0.22332318603992463) | > loss_disc_real_4: 0.2278416007757187 (0.22189948678016663) | > loss_disc_real_5: 0.2564648389816284 (0.23230190575122833) | > loss_0: 2.432647705078125 (2.3899190998077393) | > loss_gen: 2.3172550201416016 (2.4364870262145994) | > loss_kl: 2.6635570526123047 (3.0045935344696044) | > loss_feat: 7.930130481719971 (7.118208656311035) | > loss_mel: 17.09933853149414 (17.215958366394045) | > loss_duration: 2.3956480026245117 (2.367201747894287) | > loss_1: 32.40592956542969 (32.14244987487793)  --> STEP: 26 | > loss_disc: 2.0584652423858643 (2.3771708745222826) | > loss_disc_real_0: 0.159922793507576 (0.1374361916230275) | > loss_disc_real_1: 0.19709289073944092 (0.2772207890565579) | > loss_disc_real_2: 0.1543571949005127 (0.1623392271307799) | > loss_disc_real_3: 0.16571657359600067 (0.2211075470997737) | > loss_disc_real_4: 0.18288734555244446 (0.22039901980986962) | > loss_disc_real_5: 0.2075069397687912 (0.2313482532134423) | > loss_0: 2.0584652423858643 (2.3771708745222826) | > loss_gen: 2.8973278999328613 (2.454211675203763) | > loss_kl: 2.348937511444092 (2.9793759951224694) | > loss_feat: 9.4883451461792 (7.209367752075195) | > loss_mel: 19.92144012451172 (17.320015357090877) | > loss_duration: 2.297901153564453 (2.3645363404200626) | > loss_1: 36.95395278930664 (32.32750767927904) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023847634975726786 (-8.992965404803956e-05) | > avg_loss_disc: 2.3771708745222826 (-0.004065733689528006) | > avg_loss_disc_real_0: 0.1374361916230275 (-0.037003227151357204) | > avg_loss_disc_real_1: 0.2772207890565579 (+0.09089531806799084) | > avg_loss_disc_real_2: 0.1623392271307799 (-0.019961097492621455) | > avg_loss_disc_real_3: 0.2211075470997737 (-0.012928003875108868) | > avg_loss_disc_real_4: 0.22039901980986962 (-0.01677754521369934) | > avg_loss_disc_real_5: 0.2313482532134423 (+0.021863797536263108) | > avg_loss_0: 2.3771708745222826 (-0.004065733689528006) | > avg_loss_gen: 2.454211675203763 (+0.068143129348754) | > avg_loss_kl: 2.9793759951224694 (+0.11792458020723773) | > avg_loss_feat: 7.209367752075195 (+0.17825660338768579) | > avg_loss_mel: 17.320015357090877 (-0.2745249454791754) | > avg_loss_duration: 2.3645363404200626 (+0.017527470221886166) | > avg_loss_1: 32.32750767927904 (+0.10732753460225553)  > EPOCH: 756/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:39:11)   --> TIME: 2024-06-12 00:39:19 -- STEP: 19/330 -- GLOBAL_STEP: 337500 | > loss_disc: 2.290938377380371 (2.320418960169742) | > loss_disc_real_0: 0.10453131794929504 (0.10831458788169057) | > loss_disc_real_1: 0.1788264364004135 (0.21017293632030487) | > loss_disc_real_2: 0.1895432323217392 (0.20335615465515539) | > loss_disc_real_3: 0.21787972748279572 (0.2260802333292208) | > loss_disc_real_4: 0.2314990609884262 (0.22757214856775185) | > loss_disc_real_5: 0.2231210619211197 (0.22198877209111265) | > loss_0: 2.290938377380371 (2.320418960169742) | > grad_norm_0: tensor(4.6983, device='cuda:0') (tensor(6.5892, device='cuda:0')) | > loss_gen: 2.4004452228546143 (2.5381671002036645) | > loss_kl: 2.0549890995025635 (1.9112330863350315) | > loss_feat: 7.338189125061035 (7.06977021066766) | > loss_mel: 17.438270568847656 (17.609465950413753) | > loss_duration: 1.96357262134552 (2.0505634734505103) | > loss_1: 31.195466995239258 (31.17919962029708) | > grad_norm_1: tensor(63.9242, device='cuda:0') (tensor(71.4222, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.3641 (0.37012257074054916) | > loader_time: 0.004 (0.0031936043187191614) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_337500.pth  --> TIME: 2024-06-12 00:39:34 -- STEP: 44/330 -- GLOBAL_STEP: 337525 | > loss_disc: 2.381779909133911 (2.3607599952004175) | > loss_disc_real_0: 0.10175128281116486 (0.11010735871439631) | > loss_disc_real_1: 0.22074981033802032 (0.2027867781845006) | > loss_disc_real_2: 0.23921646177768707 (0.21053576774217866) | > loss_disc_real_3: 0.21491260826587677 (0.22988314215432515) | > loss_disc_real_4: 0.22670137882232666 (0.23296226662668315) | > loss_disc_real_5: 0.18750245869159698 (0.22266371209513058) | > loss_0: 2.381779909133911 (2.3607599952004175) | > grad_norm_0: tensor(5.2870, device='cuda:0') (tensor(7.3270, device='cuda:0')) | > loss_gen: 2.4716224670410156 (2.5038992220705203) | > loss_kl: 2.1005136966705322 (1.9563177905299447) | > loss_feat: 7.850687026977539 (7.06050980091095) | > loss_mel: 17.822641372680664 (17.544278361580588) | > loss_duration: 1.9145519733428955 (2.003065076741305) | > loss_1: 32.16001510620117 (31.068070108240303) | > grad_norm_1: tensor(127.3433, device='cuda:0') (tensor(83.9487, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.3761 (0.37686887112530804) | > loader_time: 0.0033 (0.0034037882631475277)  --> TIME: 2024-06-12 00:39:43 -- STEP: 69/330 -- GLOBAL_STEP: 337550 | > loss_disc: 2.322143793106079 (2.3565592765808105) | > loss_disc_real_0: 0.10887713730335236 (0.1096733088294665) | > loss_disc_real_1: 0.1778068095445633 (0.2003443495950837) | > loss_disc_real_2: 0.1907220482826233 (0.21076695426650668) | > loss_disc_real_3: 0.24459999799728394 (0.2281742452279381) | > loss_disc_real_4: 0.2215583324432373 (0.23138576961945798) | > loss_disc_real_5: 0.23309141397476196 (0.22185198250024216) | > loss_0: 2.322143793106079 (2.3565592765808105) | > grad_norm_0: tensor(9.2994, device='cuda:0') (tensor(8.7193, device='cuda:0')) | > loss_gen: 2.4803802967071533 (2.4882737104443535) | > loss_kl: 1.709349513053894 (1.953331004018369) | > loss_feat: 7.023159503936768 (7.011876375778861) | > loss_mel: 16.780628204345703 (17.464303362196762) | > loss_duration: 1.9468327760696411 (1.9908667439999788) | > loss_1: 29.940351486206055 (30.908651103144106) | > grad_norm_1: tensor(131.0103, device='cuda:0') (tensor(101.7979, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.3728 (0.3771060860675315) | > loader_time: 0.0042 (0.003572153008502463)  --> TIME: 2024-06-12 00:39:53 -- STEP: 94/330 -- GLOBAL_STEP: 337575 | > loss_disc: 2.363873243331909 (2.3592392459828795) | > loss_disc_real_0: 0.12974566221237183 (0.11123182901993711) | > loss_disc_real_1: 0.21686728298664093 (0.2004883934525733) | > loss_disc_real_2: 0.20367775857448578 (0.21052468155926846) | > loss_disc_real_3: 0.23024889826774597 (0.22962422859161458) | > loss_disc_real_4: 0.26293760538101196 (0.2322168066463572) | > loss_disc_real_5: 0.28768190741539 (0.22233008228717965) | > loss_0: 2.363873243331909 (2.3592392459828795) | > grad_norm_0: tensor(14.4872, device='cuda:0') (tensor(10.0133, device='cuda:0')) | > loss_gen: 2.621938705444336 (2.4855895473601968) | > loss_kl: 2.0330898761749268 (1.9660724502928713) | > loss_feat: 7.264939785003662 (6.969440029022541) | > loss_mel: 17.94066619873047 (17.386468927910986) | > loss_duration: 2.0084195137023926 (1.988391247201473) | > loss_1: 31.869054794311523 (30.795962191642598) | > grad_norm_1: tensor(231.5103, device='cuda:0') (tensor(124.8722, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.3686 (0.37438582866749864) | > loader_time: 0.0035 (0.0036448189552794113)  --> TIME: 2024-06-12 00:40:02 -- STEP: 119/330 -- GLOBAL_STEP: 337600 | > loss_disc: 2.3740859031677246 (2.3605923853000665) | > loss_disc_real_0: 0.12947988510131836 (0.11220952793329704) | > loss_disc_real_1: 0.1763804405927658 (0.19934436478534664) | > loss_disc_real_2: 0.19518306851387024 (0.21123175047525838) | > loss_disc_real_3: 0.23151923716068268 (0.22858818376264653) | > loss_disc_real_4: 0.2300506979227066 (0.23144513982183793) | > loss_disc_real_5: 0.229121133685112 (0.221634646048065) | > loss_0: 2.3740859031677246 (2.3605923853000665) | > grad_norm_0: tensor(15.6253, device='cuda:0') (tensor(11.4172, device='cuda:0')) | > loss_gen: 2.574425220489502 (2.486824348193257) | > loss_kl: 2.106651544570923 (1.973764863334784) | > loss_feat: 7.713682174682617 (6.991235488603095) | > loss_mel: 18.180971145629883 (17.392275032876913) | > loss_duration: 2.007309913635254 (1.990981022850806) | > loss_1: 32.583038330078125 (30.835080715788514) | > grad_norm_1: tensor(59.8017, device='cuda:0') (tensor(149.0086, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.3666 (0.37366376404000934) | > loader_time: 0.0042 (0.0037063530513218473)  --> TIME: 2024-06-12 00:40:12 -- STEP: 144/330 -- GLOBAL_STEP: 337625 | > loss_disc: 2.367218255996704 (2.362577643659379) | > loss_disc_real_0: 0.0767369493842125 (0.11179992246131103) | > loss_disc_real_1: 0.16452786326408386 (0.19874936352587402) | > loss_disc_real_2: 0.23560665547847748 (0.21237029476712146) | > loss_disc_real_3: 0.19651548564434052 (0.23011073066542545) | > loss_disc_real_4: 0.21377317607402802 (0.2309398641809821) | > loss_disc_real_5: 0.20921765267848969 (0.2224433928107222) | > loss_0: 2.367218255996704 (2.362577643659379) | > grad_norm_0: tensor(16.7607, device='cuda:0') (tensor(13.5107, device='cuda:0')) | > loss_gen: 2.551119089126587 (2.4919498529699116) | > loss_kl: 2.062774181365967 (1.9853209488921695) | > loss_feat: 6.9657793045043945 (7.0001241862773895) | > loss_mel: 17.44361686706543 (17.398095250129696) | > loss_duration: 1.9942121505737305 (1.9959517651134067) | > loss_1: 31.017501831054688 (30.871441947089302) | > grad_norm_1: tensor(544.7637, device='cuda:0') (tensor(177.3368, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.3791 (0.37304285168647766) | > loader_time: 0.0051 (0.0037877625889248317)  --> TIME: 2024-06-12 00:40:22 -- STEP: 169/330 -- GLOBAL_STEP: 337650 | > loss_disc: 2.3856685161590576 (2.3651012090536256) | > loss_disc_real_0: 0.1392175406217575 (0.11236971718143429) | > loss_disc_real_1: 0.23951973021030426 (0.19955245797803411) | > loss_disc_real_2: 0.20023000240325928 (0.21283882565399598) | > loss_disc_real_3: 0.2316390424966812 (0.230026572501871) | > loss_disc_real_4: 0.22853699326515198 (0.23075524386922283) | > loss_disc_real_5: 0.20747250318527222 (0.2213416017547867) | > loss_0: 2.3856685161590576 (2.3651012090536256) | > grad_norm_0: tensor(13.1882, device='cuda:0') (tensor(16.1410, device='cuda:0')) | > loss_gen: 2.562201976776123 (2.4961787088382867) | > loss_kl: 2.1361184120178223 (1.9898540952501917) | > loss_feat: 6.6581902503967285 (6.996401682407899) | > loss_mel: 16.893695831298828 (17.378857877832896) | > loss_duration: 2.0503973960876465 (2.001029777103627) | > loss_1: 30.30060386657715 (30.862322147075947) | > grad_norm_1: tensor(481.7531, device='cuda:0') (tensor(206.7789, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.4018 (0.3754578652466542) | > loader_time: 0.0048 (0.003909190025555311)  --> TIME: 2024-06-12 00:40:32 -- STEP: 194/330 -- GLOBAL_STEP: 337675 | > loss_disc: 2.329390525817871 (2.364529532255585) | > loss_disc_real_0: 0.07580265402793884 (0.1132732695832695) | > loss_disc_real_1: 0.20455746352672577 (0.19858490652644753) | > loss_disc_real_2: 0.24837805330753326 (0.21256943746018656) | > loss_disc_real_3: 0.24127966165542603 (0.23036821393929807) | > loss_disc_real_4: 0.23511651158332825 (0.23105732128792203) | > loss_disc_real_5: 0.21000608801841736 (0.2210334771379982) | > loss_0: 2.329390525817871 (2.364529532255585) | > grad_norm_0: tensor(31.5000, device='cuda:0') (tensor(18.7081, device='cuda:0')) | > loss_gen: 2.585707187652588 (2.497861859724693) | > loss_kl: 2.093388557434082 (1.9931870219633752) | > loss_feat: 6.636868000030518 (6.993067675030108) | > loss_mel: 17.20305824279785 (17.338675508794097) | > loss_duration: 2.0364532470703125 (2.0089267781100335) | > loss_1: 30.55547523498535 (30.831718828260286) | > grad_norm_1: tensor(442.2076, device='cuda:0') (tensor(234.6804, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.396 (0.3775662515581268) | > loader_time: 0.0054 (0.004015842663873099)  --> TIME: 2024-06-12 00:40:42 -- STEP: 219/330 -- GLOBAL_STEP: 337700 | > loss_disc: 2.334186553955078 (2.3641319601503126) | > loss_disc_real_0: 0.15369382500648499 (0.11434936111784416) | > loss_disc_real_1: 0.20588716864585876 (0.1985996626147396) | > loss_disc_real_2: 0.18711213767528534 (0.2121599817384868) | > loss_disc_real_3: 0.22025884687900543 (0.23022057456240808) | > loss_disc_real_4: 0.23481962084770203 (0.23060819506645203) | > loss_disc_real_5: 0.21847960352897644 (0.22102882872977758) | > loss_0: 2.334186553955078 (2.3641319601503126) | > grad_norm_0: tensor(27.6584, device='cuda:0') (tensor(19.4078, device='cuda:0')) | > loss_gen: 2.5075981616973877 (2.493202587240907) | > loss_kl: 2.151787042617798 (1.99580347374694) | > loss_feat: 7.274775981903076 (6.985795391204695) | > loss_mel: 17.168550491333008 (17.288562530796277) | > loss_duration: 2.0860116481781006 (2.016989749860547) | > loss_1: 31.188724517822266 (30.78035374645773) | > grad_norm_1: tensor(458.9678, device='cuda:0') (tensor(243.1788, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.424 (0.3804217930798116) | > loader_time: 0.0059 (0.004143744298856549)  --> TIME: 2024-06-12 00:40:56 -- STEP: 244/330 -- GLOBAL_STEP: 337725 | > loss_disc: 2.2955214977264404 (2.3674170111046453) | > loss_disc_real_0: 0.10435819625854492 (0.11598160795745302) | > loss_disc_real_1: 0.1796860694885254 (0.19869101841430192) | > loss_disc_real_2: 0.20283056795597076 (0.21181648200164077) | > loss_disc_real_3: 0.20681487023830414 (0.23023333424916032) | > loss_disc_real_4: 0.21284036338329315 (0.23070216148358877) | > loss_disc_real_5: 0.2345239371061325 (0.22158790758398714) | > loss_0: 2.2955214977264404 (2.3674170111046453) | > grad_norm_0: tensor(48.3385, device='cuda:0') (tensor(20.5529, device='cuda:0')) | > loss_gen: 2.493546485900879 (2.4887963523630234) | > loss_kl: 2.131124496459961 (1.9991411381080502) | > loss_feat: 7.222163677215576 (6.97298174217099) | > loss_mel: 16.226112365722656 (17.249763316795473) | > loss_duration: 2.0664494037628174 (2.026154465851238) | > loss_1: 30.1393985748291 (30.73683705095385) | > grad_norm_1: tensor(611.8596, device='cuda:0') (tensor(254.3646, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.4226 (0.38310097866371023) | > loader_time: 0.0056 (0.01763141252955452)  --> TIME: 2024-06-12 00:41:07 -- STEP: 269/330 -- GLOBAL_STEP: 337750 | > loss_disc: 2.308002471923828 (2.3700324921802953) | > loss_disc_real_0: 0.06749190390110016 (0.11696289571133688) | > loss_disc_real_1: 0.17973066866397858 (0.19910310014916174) | > loss_disc_real_2: 0.2175179123878479 (0.2124715746556959) | > loss_disc_real_3: 0.2483106106519699 (0.2305117124850865) | > loss_disc_real_4: 0.2212017923593521 (0.2308724907029517) | > loss_disc_real_5: 0.17772945761680603 (0.2209020049820159) | > loss_0: 2.308002471923828 (2.3700324921802953) | > grad_norm_0: tensor(42.0457, device='cuda:0') (tensor(22.2775, device='cuda:0')) | > loss_gen: 2.4702670574188232 (2.4886597390511667) | > loss_kl: 2.034193277359009 (2.005305617715347) | > loss_feat: 7.229215621948242 (6.980343270922239) | > loss_mel: 16.57093048095703 (17.20707567207875) | > loss_duration: 2.1405229568481445 (2.0347994805268645) | > loss_1: 30.44512939453125 (30.716183807770115) | > grad_norm_1: tensor(545.8914, device='cuda:0') (tensor(273.8365, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.4264 (0.3873182052130149) | > loader_time: 0.0067 (0.016526604230519118)  --> TIME: 2024-06-12 00:41:18 -- STEP: 294/330 -- GLOBAL_STEP: 337775 | > loss_disc: 2.420440673828125 (2.373855259142765) | > loss_disc_real_0: 0.09236709773540497 (0.11825652141757563) | > loss_disc_real_1: 0.18226175010204315 (0.1991413547372331) | > loss_disc_real_2: 0.2081127166748047 (0.21285768826397095) | > loss_disc_real_3: 0.2682484984397888 (0.23038364739036885) | > loss_disc_real_4: 0.2862781882286072 (0.23134147345411535) | > loss_disc_real_5: 0.21859906613826752 (0.22125528175003675) | > loss_0: 2.420440673828125 (2.373855259142765) | > grad_norm_0: tensor(49.4210, device='cuda:0') (tensor(24.7079, device='cuda:0')) | > loss_gen: 2.416720151901245 (2.488520820935568) | > loss_kl: 1.9448286294937134 (2.008444198945753) | > loss_feat: 7.179476737976074 (6.9708363880105555) | > loss_mel: 16.67186164855957 (17.1458140619758) | > loss_duration: 2.190682888031006 (2.0452028946811667) | > loss_1: 30.4035701751709 (30.658818433073915) | > grad_norm_1: tensor(537.8459, device='cuda:0') (tensor(292.6068, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.4599 (0.39232839126976154) | > loader_time: 0.0072 (0.01565471474005251)  --> TIME: 2024-06-12 00:41:31 -- STEP: 319/330 -- GLOBAL_STEP: 337800 | > loss_disc: 2.450512409210205 (2.3742403124567115) | > loss_disc_real_0: 0.1097496896982193 (0.11917145624990373) | > loss_disc_real_1: 0.199642151594162 (0.19904532738987554) | > loss_disc_real_2: 0.20918628573417664 (0.212589062073014) | > loss_disc_real_3: 0.24652980268001556 (0.23069198018517986) | > loss_disc_real_4: 0.28593379259109497 (0.2313472502470764) | > loss_disc_real_5: 0.2599078118801117 (0.22119230494416994) | > loss_0: 2.450512409210205 (2.3742403124567115) | > grad_norm_0: tensor(22.4556, device='cuda:0') (tensor(25.1588, device='cuda:0')) | > loss_gen: 2.331747531890869 (2.486486330301411) | > loss_kl: 2.1376454830169678 (2.0139532627356833) | > loss_feat: 7.671981334686279 (7.0052499083515976) | > loss_mel: 17.290605545043945 (17.106425207610407) | > loss_duration: 2.2514073848724365 (2.0593273792894666) | > loss_1: 31.683385848999023 (30.671442157422486) | > grad_norm_1: tensor(380.0478, device='cuda:0') (tensor(299.3821, device='cuda:0')) | > current_lr_0: 0.00018196447210479377 | > current_lr_1: 0.00018196447210479377 | > step_time: 0.5613 (0.40221895842716593) | > loader_time: 0.0089 (0.015021977379777956)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5831966400146484 (2.5831966400146484) | > loss_disc_real_0: 0.16937163472175598 (0.16937163472175598) | > loss_disc_real_1: 0.319090873003006 (0.319090873003006) | > loss_disc_real_2: 0.32622307538986206 (0.32622307538986206) | > loss_disc_real_3: 0.2511281967163086 (0.2511281967163086) | > loss_disc_real_4: 0.31788498163223267 (0.31788498163223267) | > loss_disc_real_5: 0.35213643312454224 (0.35213643312454224) | > loss_0: 2.5831966400146484 (2.5831966400146484) | > loss_gen: 2.9090819358825684 (2.9090819358825684) | > loss_kl: 1.9904100894927979 (1.9904100894927979) | > loss_feat: 7.207876682281494 (7.207876682281494) | > loss_mel: 17.728483200073242 (17.728483200073242) | > loss_duration: 2.9360251426696777 (2.9360251426696777) | > loss_1: 32.77187728881836 (32.77187728881836)  --> STEP: 1 | > loss_disc: 2.31758189201355 (2.31758189201355) | > loss_disc_real_0: 0.10269571095705032 (0.10269571095705032) | > loss_disc_real_1: 0.32109251618385315 (0.32109251618385315) | > loss_disc_real_2: 0.17957201600074768 (0.17957201600074768) | > loss_disc_real_3: 0.2623618543148041 (0.2623618543148041) | > loss_disc_real_4: 0.2613290548324585 (0.2613290548324585) | > loss_disc_real_5: 0.22887635231018066 (0.22887635231018066) | > loss_0: 2.31758189201355 (2.31758189201355) | > loss_gen: 2.7072744369506836 (2.7072744369506836) | > loss_kl: 2.8879828453063965 (2.8879828453063965) | > loss_feat: 5.195846080780029 (5.195846080780029) | > loss_mel: 16.719953536987305 (16.719953536987305) | > loss_duration: 2.4577391147613525 (2.4577391147613525) | > loss_1: 29.96879768371582 (29.96879768371582)  --> STEP: 2 | > loss_disc: 2.331448793411255 (2.3245153427124023) | > loss_disc_real_0: 0.17344874143600464 (0.13807222619652748) | > loss_disc_real_1: 0.2450377196073532 (0.2830651178956032) | > loss_disc_real_2: 0.24453221261501312 (0.2120521143078804) | > loss_disc_real_3: 0.29159247875213623 (0.27697716653347015) | > loss_disc_real_4: 0.2503523826599121 (0.2558407187461853) | > loss_disc_real_5: 0.25769469141960144 (0.24328552186489105) | > loss_0: 2.331448793411255 (2.3245153427124023) | > loss_gen: 2.7841219902038574 (2.7456982135772705) | > loss_kl: 3.016380548477173 (2.9521816968917847) | > loss_feat: 5.495406627655029 (5.345626354217529) | > loss_mel: 17.77513313293457 (17.247543334960938) | > loss_duration: 2.4388837814331055 (2.448311448097229) | > loss_1: 31.509925842285156 (30.73936176300049)  --> STEP: 3 | > loss_disc: 2.4882307052612305 (2.3790871302286782) | > loss_disc_real_0: 0.15739069879055023 (0.14451171706120172) | > loss_disc_real_1: 0.2757999300956726 (0.28064338862895966) | > loss_disc_real_2: 0.2546996474266052 (0.22626795868078867) | > loss_disc_real_3: 0.27647972106933594 (0.27681135137875873) | > loss_disc_real_4: 0.28950804471969604 (0.26706316073735553) | > loss_disc_real_5: 0.31057009100914 (0.2657137115796407) | > loss_0: 2.4882307052612305 (2.3790871302286782) | > loss_gen: 2.526827812194824 (2.672741413116455) | > loss_kl: 3.5925710201263428 (3.165644804636637) | > loss_feat: 5.290506362915039 (5.327253023783366) | > loss_mel: 16.822641372680664 (17.10590934753418) | > loss_duration: 2.3780031204223633 (2.424875338872274) | > loss_1: 30.610549926757812 (30.69642448425293)  --> STEP: 4 | > loss_disc: 2.58986759185791 (2.4317822456359863) | > loss_disc_real_0: 0.11592745780944824 (0.13736565224826336) | > loss_disc_real_1: 0.305172324180603 (0.2867756225168705) | > loss_disc_real_2: 0.22405439615249634 (0.2257145680487156) | > loss_disc_real_3: 0.32699650526046753 (0.28935763984918594) | > loss_disc_real_4: 0.31443700194358826 (0.2789066210389137) | > loss_disc_real_5: 0.23911455273628235 (0.2590639218688011) | > loss_0: 2.58986759185791 (2.4317822456359863) | > loss_gen: 2.5102038383483887 (2.6321070194244385) | > loss_kl: 4.087531566619873 (3.3961164951324463) | > loss_feat: 5.5068535804748535 (5.372153162956238) | > loss_mel: 16.84201431274414 (17.03993558883667) | > loss_duration: 2.406465530395508 (2.4202728867530823) | > loss_1: 31.353069305419922 (30.860585689544678)  --> STEP: 5 | > loss_disc: 2.6509828567504883 (2.475622367858887) | > loss_disc_real_0: 0.24002382159233093 (0.15789728611707687) | > loss_disc_real_1: 0.2907877266407013 (0.28757804334163667) | > loss_disc_real_2: 0.2576138973236084 (0.23209443390369416) | > loss_disc_real_3: 0.2616651952266693 (0.28381915092468263) | > loss_disc_real_4: 0.31365299224853516 (0.285855895280838) | > loss_disc_real_5: 0.22812950611114502 (0.2528770387172699) | > loss_0: 2.6509828567504883 (2.475622367858887) | > loss_gen: 2.4788317680358887 (2.6014519691467286) | > loss_kl: 2.7280755043029785 (3.2625082969665526) | > loss_feat: 5.151367664337158 (5.327996063232422) | > loss_mel: 18.51436424255371 (17.33482131958008) | > loss_duration: 2.317272424697876 (2.399672794342041) | > loss_1: 31.189910888671875 (30.926450729370117)  --> STEP: 6 | > loss_disc: 2.5483057498931885 (2.4877362648646035) | > loss_disc_real_0: 0.13691876828670502 (0.15440086647868156) | > loss_disc_real_1: 0.32322752475738525 (0.29351962357759476) | > loss_disc_real_2: 0.31435713171958923 (0.24580488353967667) | > loss_disc_real_3: 0.32020530104637146 (0.2898835092782974) | > loss_disc_real_4: 0.28183266520500183 (0.2851853569348653) | > loss_disc_real_5: 0.35208436846733093 (0.2694115936756134) | > loss_0: 2.5483057498931885 (2.4877362648646035) | > loss_gen: 2.8693599700927734 (2.646103302637736) | > loss_kl: 2.5979418754577637 (3.151747226715088) | > loss_feat: 5.948694705963135 (5.431445837020874) | > loss_mel: 16.83142852783203 (17.250922520955402) | > loss_duration: 2.218216896057129 (2.369430144627889) | > loss_1: 30.465641021728516 (30.84964911142985)  --> STEP: 7 | > loss_disc: 2.436079978942871 (2.4803567954472134) | > loss_disc_real_0: 0.19400233030319214 (0.16005821845361165) | > loss_disc_real_1: 0.26458778977394104 (0.2893865044627871) | > loss_disc_real_2: 0.2606638967990875 (0.2479275997195925) | > loss_disc_real_3: 0.30112624168395996 (0.2914896139076778) | > loss_disc_real_4: 0.2698715329170227 (0.28299766778945923) | > loss_disc_real_5: 0.2509617209434509 (0.26677589757101877) | > loss_0: 2.436079978942871 (2.4803567954472134) | > loss_gen: 2.8239121437072754 (2.67150456564767) | > loss_kl: 4.180381774902344 (3.2986950193132674) | > loss_feat: 6.049612045288086 (5.519755295344761) | > loss_mel: 16.617145538330078 (17.160382952008927) | > loss_duration: 2.4288883209228516 (2.3779241698128835) | > loss_1: 32.099937438964844 (31.028261729649135)  --> STEP: 8 | > loss_disc: 2.0830092430114746 (2.430688351392746) | > loss_disc_real_0: 0.11190340667963028 (0.15403886698186398) | > loss_disc_real_1: 0.19673094153404236 (0.277804559096694) | > loss_disc_real_2: 0.14039473235607147 (0.23448599129915237) | > loss_disc_real_3: 0.2343769371509552 (0.28435052931308746) | > loss_disc_real_4: 0.18211416900157928 (0.27038723044097424) | > loss_disc_real_5: 0.17232249677181244 (0.254969222471118) | > loss_0: 2.0830092430114746 (2.430688351392746) | > loss_gen: 2.582247734069824 (2.6603474617004395) | > loss_kl: 2.8407318592071533 (3.241449624300003) | > loss_feat: 10.956480026245117 (6.199345886707306) | > loss_mel: 19.370981216430664 (17.436707735061646) | > loss_duration: 2.3138585090637207 (2.3699159622192383) | > loss_1: 38.064300537109375 (31.907766580581665)  --> STEP: 9 | > loss_disc: 2.6154348850250244 (2.4512157440185547) | > loss_disc_real_0: 0.2561954855918884 (0.1653896023829778) | > loss_disc_real_1: 0.3313343822956085 (0.28375231722990674) | > loss_disc_real_2: 0.28253233432769775 (0.23982447385787964) | > loss_disc_real_3: 0.26416313648223877 (0.2821074856652154) | > loss_disc_real_4: 0.2764194905757904 (0.27105748156706494) | > loss_disc_real_5: 0.27026835083961487 (0.2566691256231732) | > loss_0: 2.6154348850250244 (2.4512157440185547) | > loss_gen: 2.75740647315979 (2.671131796307034) | > loss_kl: 2.4190096855163574 (3.150067408879598) | > loss_feat: 10.538602828979492 (6.681485546959771) | > loss_mel: 17.708818435668945 (17.466942257351345) | > loss_duration: 2.152303695678711 (2.345736821492513) | > loss_1: 35.576141357421875 (32.315363778008354)  --> STEP: 10 | > loss_disc: 2.630693197250366 (2.469163489341736) | > loss_disc_real_0: 0.21435537934303284 (0.1702861800789833) | > loss_disc_real_1: 0.29891306161880493 (0.28526839166879653) | > loss_disc_real_2: 0.30381277203559875 (0.24622330367565154) | > loss_disc_real_3: 0.2576492428779602 (0.27966166138648985) | > loss_disc_real_4: 0.2774741053581238 (0.2716991439461708) | > loss_disc_real_5: 0.2939666509628296 (0.2603988781571388) | > loss_0: 2.630693197250366 (2.469163489341736) | > loss_gen: 2.461473226547241 (2.6501659393310546) | > loss_kl: 2.744473457336426 (3.109508013725281) | > loss_feat: 4.945301055908203 (6.507867097854614) | > loss_mel: 13.563575744628906 (17.076605606079102) | > loss_duration: 2.3988170623779297 (2.351044845581055) | > loss_1: 26.11363983154297 (31.695191383361816)  --> STEP: 11 | > loss_disc: 2.5436477661132812 (2.475934787230058) | > loss_disc_real_0: 0.19428208470344543 (0.17246762595393442) | > loss_disc_real_1: 0.3818022310733795 (0.29404419525103137) | > loss_disc_real_2: 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(3.122862228980431) | > loss_feat: 6.800062656402588 (6.545275578132043) | > loss_mel: 14.863953590393066 (16.91885779454158) | > loss_duration: 2.2997941970825195 (2.3531397672799916) | > loss_1: 30.162612915039062 (31.596767865694485)  --> STEP: 14 | > loss_disc: 2.283492088317871 (2.4463091577802385) | > loss_disc_real_0: 0.0794600173830986 (0.16411983807172095) | > loss_disc_real_1: 0.24120821058750153 (0.28806042458329884) | > loss_disc_real_2: 0.26686617732048035 (0.24480698044810975) | > loss_disc_real_3: 0.2576843798160553 (0.27604676038026804) | > loss_disc_real_4: 0.26314589381217957 (0.26778289569275715) | > loss_disc_real_5: 0.19179801642894745 (0.2533388648714338) | > loss_0: 2.283492088317871 (2.4463091577802385) | > loss_gen: 2.6713407039642334 (2.6576828956604004) | > loss_kl: 3.806751251220703 (3.1717114448547363) | > loss_feat: 6.765021324157715 (6.560971702848162) | > loss_mel: 18.034679412841797 (16.99855933870588) | > loss_duration: 2.3749685287475586 (2.354698964527675) | > loss_1: 33.65276336669922 (31.743624687194824)  --> STEP: 15 | > loss_disc: 2.832137107849121 (2.472031021118164) | > loss_disc_real_0: 0.3080400824546814 (0.17371452103058496) | > loss_disc_real_1: 0.43129947781562805 (0.29760969479878746) | > loss_disc_real_2: 0.3157358765602112 (0.24953557352224986) | > loss_disc_real_3: 0.2648436427116394 (0.27529988586902615) | > loss_disc_real_4: 0.30918893218040466 (0.27054329812526695) | > loss_disc_real_5: 0.27532023191452026 (0.2548042893409729) | > loss_0: 2.832137107849121 (2.472031021118164) | > loss_gen: 2.823181629180908 (2.6687161445617678) | > loss_kl: 2.741716146469116 (3.1430450916290282) | > loss_feat: 7.648995876312256 (6.633506647745768) | > loss_mel: 15.523558616638184 (16.9002259572347) | > loss_duration: 2.3275372982025146 (2.3528881867726645) | > loss_1: 31.06498908996582 (31.698382314046224)  --> STEP: 16 | > loss_disc: 2.484675884246826 (2.4728213250637054) | > loss_disc_real_0: 0.22187194228172302 (0.1767243598587811) | > loss_disc_real_1: 0.28642627596855164 (0.2969107311218977) | > loss_disc_real_2: 0.2095479816198349 (0.24703634902834892) | > loss_disc_real_3: 0.3189806044101715 (0.2780299307778477) | > loss_disc_real_4: 0.3550671339035034 (0.27582603786140675) | > loss_disc_real_5: 0.3269292414188385 (0.2593120988458395) | > loss_0: 2.484675884246826 (2.4728213250637054) | > loss_gen: 3.01782488822937 (2.6905354410409927) | > loss_kl: 2.7905306816101074 (3.1210129410028458) | > loss_feat: 6.720917701721191 (6.638969838619232) | > loss_mel: 15.829028129577637 (16.833276093006134) | > loss_duration: 2.3836264610290527 (2.3548093289136887) | > loss_1: 30.741928100585938 (31.638603925704956)  --> STEP: 17 | > loss_disc: 2.461521863937378 (2.472156650879804) | > loss_disc_real_0: 0.13972516357898712 (0.174547936548205) | > loss_disc_real_1: 0.22106388211250305 (0.2924491517684039) | > loss_disc_real_2: 0.2269577980041504 (0.24585525779163137) | > loss_disc_real_3: 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(6.759198515038741) | > loss_mel: 15.892918586730957 (16.89863395690918) | > loss_duration: 2.3308651447296143 (2.3521587472212944) | > loss_1: 28.22211265563965 (31.717117911890934)  --> STEP: 20 | > loss_disc: 2.476158380508423 (2.4662174940109254) | > loss_disc_real_0: 0.22259151935577393 (0.17338728569447995) | > loss_disc_real_1: 0.30020517110824585 (0.2881752125918865) | > loss_disc_real_2: 0.25776660442352295 (0.24240343123674393) | > loss_disc_real_3: 0.2597709894180298 (0.2737601548433303) | > loss_disc_real_4: 0.2622602880001068 (0.2719701893627643) | > loss_disc_real_5: 0.24830612540245056 (0.2600743874907494) | > loss_0: 2.476158380508423 (2.4662174940109254) | > loss_gen: 2.841507911682129 (2.679830574989319) | > loss_kl: 2.4748618602752686 (3.007757878303528) | > loss_feat: 7.149549961090088 (6.778716087341309) | > loss_mel: 18.02988624572754 (16.955196571350097) | > loss_duration: 2.3171465396881104 (2.350408136844635) | > loss_1: 32.812950134277344 (31.771909523010255)  --> STEP: 21 | > loss_disc: 2.350745916366577 (2.4607188474564325) | > loss_disc_real_0: 0.13357001543045044 (0.17149122520571664) | > loss_disc_real_1: 0.2580146789550781 (0.28673899670441944) | > loss_disc_real_2: 0.22318197786808014 (0.2414881239334742) | > loss_disc_real_3: 0.2506638169288635 (0.2726603292283557) | > loss_disc_real_4: 0.2750520706176758 (0.27211694561299815) | > loss_disc_real_5: 0.2786271870136261 (0.2609578541346959) | > loss_0: 2.350745916366577 (2.4607188474564325) | > loss_gen: 2.7038915157318115 (2.680976334072295) | > loss_kl: 3.257788896560669 (3.0196641172681535) | > loss_feat: 4.924959182739258 (6.690441949026925) | > loss_mel: 15.264923095703125 (16.87470735822405) | > loss_duration: 2.18491268157959 (2.342527400879633) | > loss_1: 28.336475372314453 (31.60831742059617)  --> STEP: 22 | > loss_disc: 2.320598602294922 (2.4543497454036367) | > loss_disc_real_0: 0.12744095921516418 (0.16948894038796425) | > loss_disc_real_1: 0.2517010271549225 (0.2851463617248969) | > loss_disc_real_2: 0.22765682637691498 (0.24085942858999426) | > loss_disc_real_3: 0.215230792760849 (0.27004989575255994) | > loss_disc_real_4: 0.2323083132505417 (0.2703074623237956) | > loss_disc_real_5: 0.2423599809408188 (0.260112496262247) | > loss_0: 2.320598602294922 (2.4543497454036367) | > loss_gen: 2.678074836730957 (2.680844447829507) | > loss_kl: 2.3717873096466064 (2.9902151714671743) | > loss_feat: 8.462289810180664 (6.770980488170277) | > loss_mel: 15.791115760803223 (16.825453194704924) | > loss_duration: 2.2263405323028564 (2.337246179580689) | > loss_1: 31.52960968017578 (31.604739796031605)  --> STEP: 23 | > loss_disc: 2.4010515213012695 (2.4520324313122295) | > loss_disc_real_0: 0.13001888990402222 (0.1677728512364885) | > loss_disc_real_1: 0.26394882798194885 (0.28422472982302954) | > loss_disc_real_2: 0.2198922485113144 (0.23994781206483426) | > loss_disc_real_3: 0.26719993352890015 (0.26992598435153126) | > loss_disc_real_4: 0.2302938848733902 (0.2685677415650823) | > loss_disc_real_5: 0.265982449054718 (0.2603677116010501) | > loss_0: 2.4010515213012695 (2.4520324313122295) | > loss_gen: 2.620976686477661 (2.6782415016837744) | > loss_kl: 2.8482232093811035 (2.9840416078982144) | > loss_feat: 8.435656547546387 (6.843357708143151) | > loss_mel: 18.023345947265625 (16.87753548829452) | > loss_duration: 2.294391632080078 (2.33538293838501) | > loss_1: 34.22259521484375 (31.718559596849524)  --> STEP: 24 | > loss_disc: 2.5432872772216797 (2.4558347165584564) | > loss_disc_real_0: 0.14050713181495667 (0.16663677959392467) | > loss_disc_real_1: 0.253615140914917 (0.28294933028519154) | > loss_disc_real_2: 0.2850687503814697 (0.24182785116136074) | > loss_disc_real_3: 0.3073897659778595 (0.27148697525262827) | > loss_disc_real_4: 0.2944450080394745 (0.2696459610015153) | > loss_disc_real_5: 0.33489924669265747 (0.26347319222986704) | > loss_0: 2.5432872772216797 (2.4558347165584564) | > loss_gen: 2.701232433319092 (2.679199457168579) | > loss_kl: 2.679746150970459 (2.9713626305262246) | > loss_feat: 5.416994571685791 (6.783925910790761) | > loss_mel: 16.865259170532227 (16.877023975054424) | > loss_duration: 2.4290454387664795 (2.339285542567571) | > loss_1: 30.09227752685547 (31.650797843933105)  --> STEP: 25 | > loss_disc: 2.5103256702423096 (2.4580143547058104) | > loss_disc_real_0: 0.1616525501012802 (0.1664374104142189) | > loss_disc_real_1: 0.17357459664344788 (0.27857434093952177) | > loss_disc_real_2: 0.31352537870407104 (0.24469575226306917) | > loss_disc_real_3: 0.27396953105926514 (0.2715862774848937) | > loss_disc_real_4: 0.22389301657676697 (0.26781584322452534) | > loss_disc_real_5: 0.3111291825771332 (0.2653794318437577) | > loss_0: 2.5103256702423096 (2.4580143547058104) | > loss_gen: 2.40271258354187 (2.6681399822235106) | > loss_kl: 3.0975964069366455 (2.9764119815826415) | > loss_feat: 6.704056739807129 (6.780731143951416) | > loss_mel: 16.410472869873047 (16.858361930847167) | > loss_duration: 2.3834829330444336 (2.3410534381866457) | > loss_1: 30.998321533203125 (31.624698791503906)  --> STEP: 26 | > loss_disc: 2.259648323059082 (2.450384891950167) | > loss_disc_real_0: 0.22641676664352417 (0.16874430873073065) | > loss_disc_real_1: 0.30225661396980286 (0.27948519759453255) | > loss_disc_real_2: 0.22799454629421234 (0.2440533981873439) | > loss_disc_real_3: 0.2001165896654129 (0.26883744333799064) | > loss_disc_real_4: 0.292142778635025 (0.26875149458646763) | > loss_disc_real_5: 0.16980473697185516 (0.2617034820409922) | > loss_0: 2.259648323059082 (2.450384891950167) | > loss_gen: 3.0841729640960693 (2.6841412507570706) | > loss_kl: 2.7838408946990967 (2.9690054013178897) | > loss_feat: 12.797079086303711 (7.012129141734197) | > loss_mel: 17.65888214111328 (16.889151169703556) | > loss_duration: 2.2891621589660645 (2.339057619755085) | > loss_1: 38.613136291503906 (31.893484849196213) --> EVAL PERFORMANCE | > avg_loader_time: 0.002398866873521072 (+1.4103375948393195e-05) | > avg_loss_disc: 2.450384891950167 (+0.07321401742788458) | > avg_loss_disc_real_0: 0.16874430873073065 (+0.03130811710770315) | > avg_loss_disc_real_1: 0.27948519759453255 (+0.0022644085379746604) | > avg_loss_disc_real_2: 0.2440533981873439 (+0.081714171056564) | > avg_loss_disc_real_3: 0.26883744333799064 (+0.04772989623821694) | > avg_loss_disc_real_4: 0.26875149458646763 (+0.048352474776598015) | > avg_loss_disc_real_5: 0.2617034820409922 (+0.0303552288275499) | > avg_loss_0: 2.450384891950167 (+0.07321401742788458) | > avg_loss_gen: 2.6841412507570706 (+0.2299295755533075) | > avg_loss_kl: 2.9690054013178897 (-0.01037059380457972) | > avg_loss_feat: 7.012129141734197 (-0.19723861034099865) | > avg_loss_mel: 16.889151169703556 (-0.43086418738732135) | > avg_loss_duration: 2.339057619755085 (-0.025478720664977583) | > avg_loss_1: 31.893484849196213 (-0.4340228300828244)  > EPOCH: 757/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:41:58)   --> TIME: 2024-06-12 00:42:05 -- STEP: 14/330 -- GLOBAL_STEP: 337825 | > loss_disc: 2.3148887157440186 (2.3026414939335416) | > loss_disc_real_0: 0.09747941046953201 (0.10106657232557024) | > loss_disc_real_1: 0.19707433879375458 (0.19031562230416707) | > loss_disc_real_2: 0.20914575457572937 (0.20568943449429103) | > loss_disc_real_3: 0.22310248017311096 (0.22517442277499608) | > loss_disc_real_4: 0.23181064426898956 (0.23312215400593622) | > loss_disc_real_5: 0.24704928696155548 (0.23371354277644837) | > loss_0: 2.3148887157440186 (2.3026414939335416) | > grad_norm_0: tensor(4.5954, device='cuda:0') (tensor(5.8313, device='cuda:0')) | > loss_gen: 2.538081645965576 (2.493042162486485) | > loss_kl: 2.0397655963897705 (1.9898574181965425) | > loss_feat: 7.0616631507873535 (6.892570120947702) | > loss_mel: 16.76395034790039 (17.458621706281388) | > loss_duration: 1.9947450160980225 (2.0680436491966243) | > loss_1: 30.39820671081543 (30.902135167803085) | > grad_norm_1: tensor(72.9974, device='cuda:0') (tensor(57.1764, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3451 (0.37007944924490793) | > loader_time: 0.0035 (0.003453169550214495)  --> TIME: 2024-06-12 00:42:14 -- STEP: 39/330 -- GLOBAL_STEP: 337850 | > loss_disc: 2.3135480880737305 (2.327577688755133) | > loss_disc_real_0: 0.10515353828668594 (0.10364863868707265) | > loss_disc_real_1: 0.1932426393032074 (0.19514392774838668) | > loss_disc_real_2: 0.15959769487380981 (0.20667055249214172) | > loss_disc_real_3: 0.2011215090751648 (0.22547221451233596) | > loss_disc_real_4: 0.21859930455684662 (0.2318048236461786) | > loss_disc_real_5: 0.24218904972076416 (0.2284050920070746) | > loss_0: 2.3135480880737305 (2.327577688755133) | > grad_norm_0: tensor(5.7795, device='cuda:0') (tensor(6.7301, device='cuda:0')) | > loss_gen: 2.5714807510375977 (2.493020137151082) | > loss_kl: 2.009053945541382 (1.9828125146719127) | > loss_feat: 7.9425740242004395 (7.005684656974597) | > loss_mel: 17.50521469116211 (17.335437530126327) | > loss_duration: 1.9785211086273193 (2.0109682602760124) | > loss_1: 32.00684356689453 (30.827923114483173) | > grad_norm_1: tensor(48.9857, device='cuda:0') (tensor(63.5614, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3587 (0.3673356985434508) | > loader_time: 0.0033 (0.0034751219627184747)  --> TIME: 2024-06-12 00:42:23 -- STEP: 64/330 -- GLOBAL_STEP: 337875 | > loss_disc: 2.3811159133911133 (2.3425072655081753) | > loss_disc_real_0: 0.12395218014717102 (0.10657690570224077) | > loss_disc_real_1: 0.2453087866306305 (0.19500931142829359) | > loss_disc_real_2: 0.23324750363826752 (0.20735698123462498) | > loss_disc_real_3: 0.20711013674736023 (0.228963453322649) | > loss_disc_real_4: 0.22470036149024963 (0.23389860545285046) | > loss_disc_real_5: 0.24017229676246643 (0.2268839052412659) | > loss_0: 2.3811159133911133 (2.3425072655081753) | > grad_norm_0: tensor(8.9939, device='cuda:0') (tensor(7.9519, device='cuda:0')) | > loss_gen: 2.5011372566223145 (2.4891236573457722) | > loss_kl: 2.0573222637176514 (1.9797489140182734) | > loss_feat: 7.2700300216674805 (7.020221754908562) | > loss_mel: 17.94244956970215 (17.335387170314785) | > loss_duration: 1.990107774734497 (1.9942359346896414) | > loss_1: 31.76104736328125 (30.818717420101166) | > grad_norm_1: tensor(59.8877, device='cuda:0') (tensor(70.3963, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3681 (0.36796247959136963) | > loader_time: 0.0044 (0.0035452842712402344)  --> TIME: 2024-06-12 00:42:33 -- STEP: 89/330 -- GLOBAL_STEP: 337900 | > loss_disc: 2.3619866371154785 (2.349108176284961) | > loss_disc_real_0: 0.09011190384626389 (0.10851661149370537) | > loss_disc_real_1: 0.20609451830387115 (0.19523856562844824) | > loss_disc_real_2: 0.2262476086616516 (0.20836349852969138) | > loss_disc_real_3: 0.2478998899459839 (0.22841816069035048) | > loss_disc_real_4: 0.234399676322937 (0.23333634134758724) | > loss_disc_real_5: 0.23510918021202087 (0.226615946949198) | > loss_0: 2.3619866371154785 (2.349108176284961) | > grad_norm_0: tensor(12.7050, device='cuda:0') (tensor(8.2447, device='cuda:0')) | > loss_gen: 2.5795586109161377 (2.4755012238963268) | > loss_kl: 1.959221363067627 (1.980708214674103) | > loss_feat: 7.383922100067139 (7.0215078311020065) | > loss_mel: 17.203338623046875 (17.328858579142704) | > loss_duration: 2.014441967010498 (1.9888057748923145) | > loss_1: 31.140483856201172 (30.79538167460581) | > grad_norm_1: tensor(226.8259, device='cuda:0') (tensor(83.6079, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3631 (0.36953852149877664) | > loader_time: 0.0043 (0.003588764855031217)  --> TIME: 2024-06-12 00:42:43 -- STEP: 114/330 -- GLOBAL_STEP: 337925 | > loss_disc: 2.4347941875457764 (2.354374007174842) | > loss_disc_real_0: 0.11920793354511261 (0.11021913882148893) | > loss_disc_real_1: 0.1562013179063797 (0.1952717432327438) | > loss_disc_real_2: 0.21362274885177612 (0.2085300100999966) | > loss_disc_real_3: 0.22476491332054138 (0.22910166989293015) | > loss_disc_real_4: 0.22211022675037384 (0.2331844965616862) | > loss_disc_real_5: 0.252360999584198 (0.22604820615889734) | > loss_0: 2.4347941875457764 (2.354374007174842) | > grad_norm_0: tensor(10.5840, device='cuda:0') (tensor(8.4572, device='cuda:0')) | > loss_gen: 2.398528814315796 (2.4756816144575153) | > loss_kl: 2.030681848526001 (1.9922681377645124) | > loss_feat: 6.669511795043945 (6.989352991706447) | > loss_mel: 17.305044174194336 (17.312443766677575) | > loss_duration: 2.008265972137451 (1.9909566463085646) | > loss_1: 30.412033081054688 (30.760703203970927) | > grad_norm_1: tensor(99.4067, device='cuda:0') (tensor(87.2060, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3743 (0.3707906509700575) | > loader_time: 0.0035 (0.003660172746892561)  --> TIME: 2024-06-12 00:42:52 -- STEP: 139/330 -- GLOBAL_STEP: 337950 | > loss_disc: 2.387742519378662 (2.355277543445284) | > loss_disc_real_0: 0.1332888901233673 (0.11117441367974386) | > loss_disc_real_1: 0.19825267791748047 (0.19569359183740273) | > loss_disc_real_2: 0.19934745132923126 (0.20911615701030484) | > loss_disc_real_3: 0.2095879465341568 (0.22823797691640235) | > loss_disc_real_4: 0.21429955959320068 (0.2327079798677843) | > loss_disc_real_5: 0.1929478943347931 (0.2251348662719452) | > loss_0: 2.387742519378662 (2.355277543445284) | > grad_norm_0: tensor(16.6587, device='cuda:0') (tensor(8.5156, device='cuda:0')) | > loss_gen: 2.453901529312134 (2.471791296554126) | > loss_kl: 2.087315559387207 (2.0028488833269624) | > loss_feat: 6.993633270263672 (6.977974027180843) | > loss_mel: 17.339889526367188 (17.289594087669304) | > loss_duration: 2.0872960090637207 (1.9963043344964226) | > loss_1: 30.962034225463867 (30.73851267039347) | > grad_norm_1: tensor(89.6343, device='cuda:0') (tensor(86.3018, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3813 (0.3722357046689919) | > loader_time: 0.0042 (0.003746332882119597)  --> TIME: 2024-06-12 00:43:02 -- STEP: 164/330 -- GLOBAL_STEP: 337975 | > loss_disc: 2.4425179958343506 (2.3611781975118107) | > loss_disc_real_0: 0.11953026056289673 (0.1127077964838685) | > loss_disc_real_1: 0.20963986217975616 (0.19648089141743938) | > loss_disc_real_2: 0.19918584823608398 (0.2103138428817435) | > loss_disc_real_3: 0.22891637682914734 (0.22842839969004072) | > loss_disc_real_4: 0.23350884020328522 (0.23265387835662543) | > loss_disc_real_5: 0.23982976377010345 (0.22511684558377032) | > loss_0: 2.4425179958343506 (2.3611781975118107) | > grad_norm_0: tensor(16.5367, device='cuda:0') (tensor(8.8108, device='cuda:0')) | > loss_gen: 2.392514705657959 (2.4683240317716826) | > loss_kl: 1.9727270603179932 (2.0064907364728963) | > loss_feat: 6.735806465148926 (6.970995045289761) | > loss_mel: 16.55020523071289 (17.293006769040726) | > loss_duration: 2.0830466747283936 (2.000097617143538) | > loss_1: 29.73430061340332 (30.738914222252077) | > grad_norm_1: tensor(204.6840, device='cuda:0') (tensor(90.6395, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3848 (0.37553219824302503) | > loader_time: 0.0046 (0.0038627560545758505)  --> TIME: 2024-06-12 00:43:12 -- STEP: 189/330 -- GLOBAL_STEP: 338000 | > loss_disc: 2.324519634246826 (2.3646365788878576) | > loss_disc_real_0: 0.13290296494960785 (0.11429871555674014) | > loss_disc_real_1: 0.21997742354869843 (0.19653748882510674) | > loss_disc_real_2: 0.23772786557674408 (0.21088224633660896) | > loss_disc_real_3: 0.2338303029537201 (0.22877103957549605) | > loss_disc_real_4: 0.23970218002796173 (0.23264944987006922) | > loss_disc_real_5: 0.20308411121368408 (0.224445748975668) | > loss_0: 2.324519634246826 (2.3646365788878576) | > grad_norm_0: tensor(51.0374, device='cuda:0') (tensor(10.8973, device='cuda:0')) | > loss_gen: 2.5060362815856934 (2.469194852485858) | > loss_kl: 2.287536859512329 (2.010850550005675) | > loss_feat: 7.051848888397217 (6.97131477840363) | > loss_mel: 16.877395629882812 (17.266320899680803) | > loss_duration: 2.0883946418762207 (2.0078897993400613) | > loss_1: 30.81121253967285 (30.725570910822146) | > grad_norm_1: tensor(469.5810, device='cuda:0') (tensor(120.9037, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.3837 (0.3772250407587285) | > loader_time: 0.0046 (0.003970022554750796) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_338000.pth  --> TIME: 2024-06-12 00:43:27 -- STEP: 214/330 -- GLOBAL_STEP: 338025 | > loss_disc: 2.3061420917510986 (2.3634884078925986) | > loss_disc_real_0: 0.08652479201555252 (0.11474343326604255) | > loss_disc_real_1: 0.20123909413814545 (0.19677282264020957) | > loss_disc_real_2: 0.2101142406463623 (0.21090051148817918) | > loss_disc_real_3: 0.23756907880306244 (0.2289989188870537) | > loss_disc_real_4: 0.22997787594795227 (0.2320504014458612) | > loss_disc_real_5: 0.2233050912618637 (0.2238907305018924) | > loss_0: 2.3061420917510986 (2.3634884078925986) | > grad_norm_0: tensor(30.3042, device='cuda:0') (tensor(13.3375, device='cuda:0')) | > loss_gen: 2.6521620750427246 (2.4768924412326276) | > loss_kl: 1.9530010223388672 (2.0180929214040804) | > loss_feat: 6.792529582977295 (6.979161607884915) | > loss_mel: 16.941621780395508 (17.233526746803353) | > loss_duration: 2.120810031890869 (2.016143042350484) | > loss_1: 30.460124969482422 (30.723816773601783) | > grad_norm_1: tensor(442.7784, device='cuda:0') (tensor(152.2074, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.4068 (0.3811093301416559) | > loader_time: 0.0052 (0.004111880453947551)  --> TIME: 2024-06-12 00:43:38 -- STEP: 239/330 -- GLOBAL_STEP: 338050 | > loss_disc: 2.284548282623291 (2.362572799666654) | > loss_disc_real_0: 0.11326387524604797 (0.1153331595204116) | > loss_disc_real_1: 0.172057643532753 (0.19678660678564255) | > loss_disc_real_2: 0.1939244270324707 (0.21124981936051757) | > loss_disc_real_3: 0.23488619923591614 (0.22921173735891925) | > loss_disc_real_4: 0.19717282056808472 (0.23132277719645325) | > loss_disc_real_5: 0.1541091650724411 (0.22280350888623354) | > loss_0: 2.284548282623291 (2.362572799666654) | > grad_norm_0: tensor(33.3707, device='cuda:0') (tensor(16.2118, device='cuda:0')) | > loss_gen: 2.8000833988189697 (2.486136031450088) | > loss_kl: 2.047368288040161 (2.024631642896261) | > loss_feat: 7.107484817504883 (6.984639177761317) | > loss_mel: 17.229339599609375 (17.197021272890737) | > loss_duration: 2.0667710304260254 (2.0250235421886993) | > loss_1: 31.251047134399414 (30.717451678160344) | > grad_norm_1: tensor(556.1185, device='cuda:0') (tensor(185.4724, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.42 (0.3844343229317766) | > loader_time: 0.0059 (0.004245685234229435)  --> TIME: 2024-06-12 00:43:49 -- STEP: 264/330 -- GLOBAL_STEP: 338075 | > loss_disc: 2.322922468185425 (2.365986117810912) | > loss_disc_real_0: 0.09652560204267502 (0.11687673969815175) | > loss_disc_real_1: 0.18284133076667786 (0.1968511272447579) | > loss_disc_real_2: 0.18603740632534027 (0.21119695986536416) | > loss_disc_real_3: 0.23440489172935486 (0.22942725326301475) | > loss_disc_real_4: 0.26047050952911377 (0.23191284783410307) | > loss_disc_real_5: 0.22550347447395325 (0.22278174503960393) | > loss_0: 2.322922468185425 (2.365986117810912) | > grad_norm_0: tensor(29.3609, device='cuda:0') (tensor(17.9941, device='cuda:0')) | > loss_gen: 2.6347646713256836 (2.486117820848118) | > loss_kl: 2.1059045791625977 (2.028858031738887) | > loss_feat: 7.486741065979004 (6.991183757781982) | > loss_mel: 16.766830444335938 (17.17526747602405) | > loss_duration: 2.158679962158203 (2.0332642215670953) | > loss_1: 31.15291976928711 (30.714691335504707) | > grad_norm_1: tensor(536.8261, device='cuda:0') (tensor(210.9048, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.4543 (0.3886323860197357) | > loader_time: 0.0059 (0.004385597778089118)  --> TIME: 2024-06-12 00:44:00 -- STEP: 289/330 -- GLOBAL_STEP: 338100 | > loss_disc: 2.595803737640381 (2.3666333855229666) | > loss_disc_real_0: 0.23197588324546814 (0.11743998824003246) | > loss_disc_real_1: 0.23762273788452148 (0.19721752343293292) | > loss_disc_real_2: 0.25922858715057373 (0.2114544130835978) | > loss_disc_real_3: 0.24857518076896667 (0.22949898547160996) | > loss_disc_real_4: 0.2557826638221741 (0.23182302888701944) | > loss_disc_real_5: 0.2492770254611969 (0.222480906180032) | > loss_0: 2.595803737640381 (2.3666333855229666) | > grad_norm_0: tensor(36.7503, device='cuda:0') (tensor(19.3742, device='cuda:0')) | > loss_gen: 2.3264989852905273 (2.486245577723098) | > loss_kl: 2.0037882328033447 (2.0331553554864894) | > loss_feat: 5.984115123748779 (6.990857358622303) | > loss_mel: 15.869873046875 (17.13370550215038) | > loss_duration: 2.1941065788269043 (2.043241726073425) | > loss_1: 28.37838363647461 (30.687205555529744) | > grad_norm_1: tensor(183.0227, device='cuda:0') (tensor(229.2170, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.4667 (0.3938628695002889) | > loader_time: 0.0065 (0.0045572671923257875)  --> TIME: 2024-06-12 00:44:13 -- STEP: 314/330 -- GLOBAL_STEP: 338125 | > loss_disc: 2.400024890899658 (2.370740147912577) | > loss_disc_real_0: 0.16595859825611115 (0.11912371142275015) | > loss_disc_real_1: 0.23746918141841888 (0.19771778203879198) | > loss_disc_real_2: 0.23242588341236115 (0.21207731910002459) | > loss_disc_real_3: 0.21560676395893097 (0.2295217417227994) | > loss_disc_real_4: 0.1975902020931244 (0.2319334715035311) | > loss_disc_real_5: 0.18398721516132355 (0.2221478161158835) | > loss_0: 2.400024890899658 (2.370740147912577) | > grad_norm_0: tensor(10.0454, device='cuda:0') (tensor(21.4337, device='cuda:0')) | > loss_gen: 2.5000085830688477 (2.4876104190850716) | > loss_kl: 2.084373712539673 (2.0376723123963463) | > loss_feat: 7.154767036437988 (7.001070819842588) | > loss_mel: 17.11161231994629 (17.093823566558253) | > loss_duration: 2.2463278770446777 (2.0563786948562406) | > loss_1: 31.097089767456055 (30.676555864370552) | > grad_norm_1: tensor(409.5129, device='cuda:0') (tensor(251.7339, device='cuda:0')) | > current_lr_0: 0.00018194172654578068 | > current_lr_1: 0.00018194172654578068 | > step_time: 0.5158 (0.4018937425248941) | > loader_time: 0.0085 (0.0047591172965468845)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7233808040618896 (2.7233808040618896) | > loss_disc_real_0: 0.21409480273723602 (0.21409480273723602) | > loss_disc_real_1: 0.27819961309432983 (0.27819961309432983) | > loss_disc_real_2: 0.30583107471466064 (0.30583107471466064) | > loss_disc_real_3: 0.25765690207481384 (0.25765690207481384) | > loss_disc_real_4: 0.2850067615509033 (0.2850067615509033) | > loss_disc_real_5: 0.2740992605686188 (0.2740992605686188) | > loss_0: 2.7233808040618896 (2.7233808040618896) | > loss_gen: 2.3049116134643555 (2.3049116134643555) | > loss_kl: 2.077704668045044 (2.077704668045044) | > loss_feat: 5.496234893798828 (5.496234893798828) | > loss_mel: 14.529122352600098 (14.529122352600098) | > loss_duration: 3.0165371894836426 (3.0165371894836426) | > loss_1: 27.424510955810547 (27.424510955810547)  --> STEP: 1 | > loss_disc: 2.19329833984375 (2.19329833984375) | > loss_disc_real_0: 0.0806812271475792 (0.0806812271475792) | > loss_disc_real_1: 0.18598727881908417 (0.18598727881908417) | > loss_disc_real_2: 0.17424294352531433 (0.17424294352531433) | > loss_disc_real_3: 0.21361063420772552 (0.21361063420772552) | > loss_disc_real_4: 0.231583371758461 (0.231583371758461) | > loss_disc_real_5: 0.18677330017089844 (0.18677330017089844) | > loss_0: 2.19329833984375 (2.19329833984375) | > loss_gen: 2.378582239151001 (2.378582239151001) | > loss_kl: 3.70499849319458 (3.70499849319458) | > loss_feat: 5.339067459106445 (5.339067459106445) | > loss_mel: 16.14072036743164 (16.14072036743164) | > loss_duration: 2.471726894378662 (2.471726894378662) | > loss_1: 30.03509521484375 (30.03509521484375)  --> STEP: 2 | > loss_disc: 2.536142349243164 (2.364720344543457) | > loss_disc_real_0: 0.20364850759506226 (0.14216486737132072) | > loss_disc_real_1: 0.2717863917350769 (0.22888683527708054) | > loss_disc_real_2: 0.20901590585708618 (0.19162942469120026) | > loss_disc_real_3: 0.2605648338794708 (0.23708773404359818) | > loss_disc_real_4: 0.2288251370191574 (0.2302042543888092) | > loss_disc_real_5: 0.28469520807266235 (0.2357342541217804) | > loss_0: 2.536142349243164 (2.364720344543457) | > loss_gen: 2.432434558868408 (2.4055083990097046) | > loss_kl: 2.5431089401245117 (3.124053716659546) | > loss_feat: 6.155654430389404 (5.747360944747925) | > loss_mel: 18.1082763671875 (17.12449836730957) | > loss_duration: 2.4781346321105957 (2.474930763244629) | > loss_1: 31.717607498168945 (30.876351356506348)  --> STEP: 3 | > loss_disc: 2.3942465782165527 (2.374562422434489) | > loss_disc_real_0: 0.12313522398471832 (0.13582165290911993) | > loss_disc_real_1: 0.1602223813533783 (0.20599868396917978) | > loss_disc_real_2: 0.1864074021577835 (0.18988875051339468) | > loss_disc_real_3: 0.22249600291252136 (0.23222382366657257) | > loss_disc_real_4: 0.2220047116279602 (0.2274710734685262) | > loss_disc_real_5: 0.27496710419654846 (0.24881187081336975) | > loss_0: 2.3942465782165527 (2.374562422434489) | > loss_gen: 2.1562693119049072 (2.3224287033081055) | > loss_kl: 3.3063912391662598 (3.1848328908284507) | > loss_feat: 6.048555374145508 (5.847759087880452) | > loss_mel: 17.853490829467773 (17.367495854695637) | > loss_duration: 2.317080020904541 (2.422313849131266) | > loss_1: 31.681785583496094 (31.144829432169598)  --> STEP: 4 | > loss_disc: 2.4277234077453613 (2.387852668762207) | > loss_disc_real_0: 0.16944211721420288 (0.14422676898539066) | > loss_disc_real_1: 0.21118542551994324 (0.20729536935687065) | > loss_disc_real_2: 0.2261926531791687 (0.19896472617983818) | > loss_disc_real_3: 0.23327359557151794 (0.23248626664280891) | > loss_disc_real_4: 0.18410369753837585 (0.21662922948598862) | > loss_disc_real_5: 0.22927582263946533 (0.24392785876989365) | > loss_0: 2.4277234077453613 (2.387852668762207) | > loss_gen: 2.2805016040802 (2.311946928501129) | > loss_kl: 3.980138063430786 (3.3836591839790344) | > loss_feat: 6.4244184494018555 (5.991923928260803) | > loss_mel: 16.401546478271484 (17.1260085105896) | > loss_duration: 2.3441615104675293 (2.402775764465332) | > loss_1: 31.430767059326172 (31.21631383895874)  --> STEP: 5 | > loss_disc: 2.610231637954712 (2.432328462600708) | > loss_disc_real_0: 0.333574116230011 (0.18209623843431472) | > loss_disc_real_1: 0.21432533860206604 (0.20870136320590973) | > loss_disc_real_2: 0.24502414464950562 (0.20817660987377168) | > loss_disc_real_3: 0.27126041054725647 (0.24024109542369843) | > loss_disc_real_4: 0.27090030908584595 (0.22748344540596008) | > loss_disc_real_5: 0.21798421442508698 (0.23873912990093232) | > loss_0: 2.610231637954712 (2.432328462600708) | > loss_gen: 2.480928659439087 (2.345743274688721) | > loss_kl: 2.917043924331665 (3.2903361320495605) | > loss_feat: 4.774341106414795 (5.748407363891602) | > loss_mel: 18.305871963500977 (17.361981201171876) | > loss_duration: 2.3574464321136475 (2.393709897994995) | > loss_1: 30.83563232421875 (31.140177536010743)  --> STEP: 6 | > loss_disc: 2.2488749027252197 (2.4017528692881265) | > loss_disc_real_0: 0.13350394368171692 (0.1739975226422151) | > loss_disc_real_1: 0.19015945494174957 (0.20561104516188303) | > loss_disc_real_2: 0.1941804736852646 (0.20584392050902048) | > loss_disc_real_3: 0.1979733109474182 (0.23319646467765173) | > loss_disc_real_4: 0.21705108880996704 (0.2257447193066279) | > loss_disc_real_5: 0.21088001132011414 (0.23409594347079596) | > loss_0: 2.2488749027252197 (2.4017528692881265) | > loss_gen: 2.448805332183838 (2.3629202842712402) | > loss_kl: 2.4982712268829346 (3.1583253145217896) | > loss_feat: 7.230992317199707 (5.995504856109619) | > loss_mel: 18.32685089111328 (17.52279281616211) | > loss_duration: 2.159116268157959 (2.3546109596888223) | > loss_1: 32.66403579711914 (31.39415391286214)  --> STEP: 7 | > loss_disc: 2.7276346683502197 (2.4483074120112827) | > loss_disc_real_0: 0.21631476283073425 (0.1800428426691464) | > loss_disc_real_1: 0.2678384780883789 (0.21450067843709672) | > loss_disc_real_2: 0.2802176773548126 (0.21646874291556223) | > loss_disc_real_3: 0.2524830996990204 (0.23595169825213297) | > loss_disc_real_4: 0.2716270983219147 (0.23229934488024032) | > loss_disc_real_5: 0.2864362299442291 (0.241573127252715) | > loss_0: 2.7276346683502197 (2.4483074120112827) | > loss_gen: 2.2962870597839355 (2.353401252201625) | > loss_kl: 4.241934299468994 (3.313126598085676) | > loss_feat: 5.250495433807373 (5.88907493863787) | > loss_mel: 15.615642547607422 (17.250342777797155) | > loss_duration: 2.5048389434814453 (2.3760721002306258) | > loss_1: 29.909198760986328 (31.182017462594168)  --> STEP: 8 | > loss_disc: 2.2695770263671875 (2.425966113805771) | > loss_disc_real_0: 0.21409599483013153 (0.18429948668926954) | > loss_disc_real_1: 0.16982457041740417 (0.20891616493463516) | > loss_disc_real_2: 0.228398859500885 (0.21796000748872757) | > loss_disc_real_3: 0.258951872587204 (0.23882672004401684) | > loss_disc_real_4: 0.20758038759231567 (0.22920947521924973) | > loss_disc_real_5: 0.290661096572876 (0.2477091234177351) | > loss_0: 2.2695770263671875 (2.425966113805771) | > loss_gen: 3.05586838722229 (2.4412096440792084) | > loss_kl: 2.9368607997894287 (3.266093373298645) | > loss_feat: 9.281868934631348 (6.313174188137054) | > loss_mel: 20.223894119262695 (17.622036695480347) | > loss_duration: 2.324340343475342 (2.369605630636215) | > loss_1: 37.82283401489258 (32.01211953163147)  --> STEP: 9 | > loss_disc: 2.3189260959625244 (2.414072778489855) | > loss_disc_real_0: 0.17940852046012878 (0.1837560459971428) | > loss_disc_real_1: 0.2195787876844406 (0.21010090079572466) | > loss_disc_real_2: 0.26521989703178406 (0.22321110632684496) | > loss_disc_real_3: 0.30082976818084717 (0.24571594761477578) | > loss_disc_real_4: 0.2283024787902832 (0.22910869783825344) | > loss_disc_real_5: 0.2909872531890869 (0.25251780450344086) | > loss_0: 2.3189260959625244 (2.414072778489855) | > loss_gen: 2.9855291843414307 (2.501689592997233) | > loss_kl: 2.5291635990142822 (3.1842122872670493) | > loss_feat: 9.33399772644043 (6.648821247948541) | > loss_mel: 19.14868927001953 (17.791664759318035) | > loss_duration: 2.1889095306396484 (2.349528286192152) | > loss_1: 36.18628692626953 (32.47591590881348)  --> STEP: 10 | > loss_disc: 2.4422857761383057 (2.4168940782546997) | > loss_disc_real_0: 0.10462956130504608 (0.17584339752793313) | > loss_disc_real_1: 0.2440280318260193 (0.21349361389875413) | > loss_disc_real_2: 0.2565135955810547 (0.22654135525226593) | > loss_disc_real_3: 0.2580307126045227 (0.24694742411375045) | > loss_disc_real_4: 0.29364240169525146 (0.23556206822395326) | > loss_disc_real_5: 0.3260815739631653 (0.2598741814494133) | > loss_0: 2.4422857761383057 (2.4168940782546997) | > loss_gen: 2.597249746322632 (2.511245608329773) | > loss_kl: 2.886951208114624 (3.1544861793518066) | > loss_feat: 6.264806747436523 (6.610419797897339) | > loss_mel: 15.720630645751953 (17.584561347961426) | > loss_duration: 2.349273681640625 (2.3495028257369994) | > loss_1: 29.818912506103516 (32.21021556854248)  --> STEP: 11 | > loss_disc: 2.543031692504883 (2.4283611340956255) | > loss_disc_real_0: 0.17885331809520721 (0.1761170266704126) | > loss_disc_real_1: 0.1932617574930191 (0.2116543542255055) | > loss_disc_real_2: 0.2648068070411682 (0.2300200326876207) | > loss_disc_real_3: 0.22958742082118988 (0.24536924199624496) | > loss_disc_real_4: 0.29569900035858154 (0.241029062054374) | > loss_disc_real_5: 0.2641254663467407 (0.2602606618946249) | > loss_0: 2.543031692504883 (2.4283611340956255) | > loss_gen: 2.4606497287750244 (2.506645982915705) | > loss_kl: 3.3457553386688232 (3.1718742847442627) | > loss_feat: 5.449827194213867 (6.504911379380659) | > loss_mel: 17.086973190307617 (17.53932606090199) | > loss_duration: 2.514652729034424 (2.3645164533094927) | > loss_1: 30.857858657836914 (32.08727403120561)  --> STEP: 12 | > loss_disc: 2.3525121212005615 (2.4220403830210366) | > loss_disc_real_0: 0.15181535482406616 (0.1740918873498837) | > loss_disc_real_1: 0.2052215188741684 (0.21111828461289406) | > loss_disc_real_2: 0.2412365972995758 (0.2309547464052836) | > loss_disc_real_3: 0.20372243225574493 (0.24189867451786995) | > loss_disc_real_4: 0.22190697491168976 (0.23943555479248366) | > loss_disc_real_5: 0.19381293654441833 (0.25472335144877434) | > loss_0: 2.3525121212005615 (2.4220403830210366) | > loss_gen: 2.357383966445923 (2.494207481543223) | > loss_kl: 2.260603666305542 (3.095935066541036) | > loss_feat: 7.863421440124512 (6.618120551109314) | > loss_mel: 17.71428871154785 (17.553906281789143) | > loss_duration: 2.236548900604248 (2.3538524905840554) | > loss_1: 32.432247161865234 (32.11602179209391)  --> STEP: 13 | > loss_disc: 2.499577522277832 (2.4280047783484826) | > loss_disc_real_0: 0.10908442735671997 (0.16909131350425574) | > loss_disc_real_1: 0.23139840364456177 (0.21267829376917619) | > loss_disc_real_2: 0.28963351249694824 (0.23546849764310396) | > loss_disc_real_3: 0.27940014004707336 (0.24478340263550097) | > loss_disc_real_4: 0.2708576023578644 (0.24185263537443602) | > loss_disc_real_5: 0.28805094957351685 (0.2572870128429853) | > loss_0: 2.499577522277832 (2.4280047783484826) | > loss_gen: 2.5262362957000732 (2.4966712364783654) | > loss_kl: 2.9897990226745605 (3.087770755474384) | > loss_feat: 6.4095072746276855 (6.602073375995342) | > loss_mel: 16.744062423706055 (17.491610600398136) | > loss_duration: 2.250906467437744 (2.345933565726647) | > loss_1: 30.920509338378906 (32.0240592956543)  --> STEP: 14 | > loss_disc: 2.4335086345672607 (2.428397910935538) | > loss_disc_real_0: 0.1845647394657135 (0.17019655821578844) | > loss_disc_real_1: 0.22659613192081451 (0.2136724250657218) | > loss_disc_real_2: 0.2054242640733719 (0.2333224809595517) | > loss_disc_real_3: 0.2462335079908371 (0.24488698158945357) | > loss_disc_real_4: 0.240696981549263 (0.24177008867263794) | > loss_disc_real_5: 0.24841800332069397 (0.2566535121628216) | > loss_0: 2.4335086345672607 (2.428397910935538) | > loss_gen: 2.4999911785125732 (2.4969083751950945) | > loss_kl: 3.2903926372528076 (3.1022437470299855) | > loss_feat: 5.881425380706787 (6.550598519189017) | > loss_mel: 18.166107177734375 (17.539788927350724) | > loss_duration: 2.407189130783081 (2.350308963230678) | > loss_1: 32.2451057434082 (32.03984832763672)  --> STEP: 15 | > loss_disc: 2.617149829864502 (2.440981372197469) | > loss_disc_real_0: 0.25712722539901733 (0.1759919360280037) | > loss_disc_real_1: 0.23856410384178162 (0.2153318703174591) | > loss_disc_real_2: 0.27342724800109863 (0.23599613209565481) | > loss_disc_real_3: 0.2705342471599579 (0.24659679929415385) | > loss_disc_real_4: 0.21090473234653473 (0.2397123982508977) | > loss_disc_real_5: 0.22664348781108856 (0.2546528438727061) | > loss_0: 2.617149829864502 (2.440981372197469) | > loss_gen: 2.31913423538208 (2.485056765874227) | > loss_kl: 3.6791558265686035 (3.14070455233256) | > loss_feat: 5.643433570861816 (6.490120855967204) | > loss_mel: 16.992578506469727 (17.503308232625326) | > loss_duration: 2.368704319000244 (2.3515353202819824) | > loss_1: 31.003005981445312 (31.97072550455729)  --> STEP: 16 | > loss_disc: 2.3110084533691406 (2.4328580647706985) | > loss_disc_real_0: 0.12966439127922058 (0.17309646448120475) | > loss_disc_real_1: 0.17604047060012817 (0.21287615783512592) | > loss_disc_real_2: 0.24178668856620789 (0.23635804187506437) | > loss_disc_real_3: 0.20459984242916107 (0.2439719894900918) | > loss_disc_real_4: 0.2570746839046478 (0.2407975411042571) | > loss_disc_real_5: 0.2487707883119583 (0.25428521540015936) | > loss_0: 2.3110084533691406 (2.4328580647706985) | > loss_gen: 2.370828628540039 (2.47791750729084) | > loss_kl: 3.4165802001953125 (3.1579467803239822) | > loss_feat: 5.694517612457275 (6.440395653247833) | > loss_mel: 16.389970779418945 (17.433724641799927) | > loss_duration: 2.3857924938201904 (2.3536763936281204) | > loss_1: 30.257688522338867 (31.86366069316864)  --> STEP: 17 | > loss_disc: 2.4510269165039062 (2.433926820755005) | > loss_disc_real_0: 0.16338929533958435 (0.17252545453169765) | > loss_disc_real_1: 0.2627258598804474 (0.2158084932495566) | > loss_disc_real_2: 0.17926104366779327 (0.2329993949216955) | > loss_disc_real_3: 0.2074587643146515 (0.2418241527150659) | > loss_disc_real_4: 0.29353970289230347 (0.2439000212094363) | > loss_disc_real_5: 0.35368093848228455 (0.26013202264028434) | > loss_0: 2.4510269165039062 (2.433926820755005) | > loss_gen: 2.6222426891326904 (2.4864072238697723) | > loss_kl: 2.6115052700042725 (3.125803162069882) | > loss_feat: 8.45763874053955 (6.559057011323817) | > loss_mel: 18.51425552368164 (17.497285281910617) | > loss_duration: 2.499203681945801 (2.3622368223526897) | > loss_1: 34.7048454284668 (32.03078920700971)  --> STEP: 18 | > loss_disc: 2.110278367996216 (2.4159463511572943) | > loss_disc_real_0: 0.08538883924484253 (0.1676845314602057) | > loss_disc_real_1: 0.16570329666137695 (0.21302487121687996) | > loss_disc_real_2: 0.16774697601795197 (0.22937426053815418) | > loss_disc_real_3: 0.1937524527311325 (0.23915350271595848) | > loss_disc_real_4: 0.1443483829498291 (0.23836937463945812) | > loss_disc_real_5: 0.14979156851768494 (0.25400199741125107) | > loss_0: 2.110278367996216 (2.4159463511572943) | > loss_gen: 2.5128402709960938 (2.4878757264879017) | > loss_kl: 2.825129508972168 (3.1090990702311196) | > loss_feat: 10.077128410339355 (6.754505422380236) | > loss_mel: 18.190969467163086 (17.53582329220242) | > loss_duration: 2.2616660594940186 (2.35664955774943) | > loss_1: 35.867733001708984 (32.24395275115967)  --> STEP: 19 | > loss_disc: 2.60546875 (2.425921214254279) | > loss_disc_real_0: 0.1288743019104004 (0.16564188779968964) | > loss_disc_real_1: 0.23149356245994568 (0.21399690759809395) | > loss_disc_real_2: 0.2018841654062271 (0.2279274134259475) | > loss_disc_real_3: 0.2644200325012207 (0.24048332007307754) | > loss_disc_real_4: 0.291377991437912 (0.24115930183937676) | > loss_disc_real_5: 0.4126974642276764 (0.26235439040158925) | > loss_0: 2.60546875 (2.425921214254279) | > loss_gen: 2.3821418285369873 (2.482310784490485) | > loss_kl: 2.4218103885650635 (3.07292598172238) | > loss_feat: 5.950307369232178 (6.712179209056654) | > loss_mel: 17.07859230041504 (17.51175850316098) | > loss_duration: 2.376443386077881 (2.3576913381877698) | > loss_1: 30.20929527282715 (32.136865515457956)  --> STEP: 20 | > loss_disc: 2.4353511333465576 (2.426392710208893) | > loss_disc_real_0: 0.14082016050815582 (0.16440080143511296) | > loss_disc_real_1: 0.16390718519687653 (0.21149242147803307) | > loss_disc_real_2: 0.21487468481063843 (0.22727477699518203) | > loss_disc_real_3: 0.20667216181755066 (0.2387927621603012) | > loss_disc_real_4: 0.24237127602100372 (0.2412199005484581) | > loss_disc_real_5: 0.19517476856708527 (0.25899540930986403) | > loss_0: 2.4353511333465576 (2.426392710208893) | > loss_gen: 2.2590014934539795 (2.4711453199386595) | > loss_kl: 2.431227207183838 (3.040841042995453) | > loss_feat: 8.46746826171875 (6.799943661689758) | > loss_mel: 17.953203201293945 (17.53383073806763) | > loss_duration: 2.3370766639709473 (2.3566606044769287) | > loss_1: 33.447975158691406 (32.202420997619626)  --> STEP: 21 | > loss_disc: 2.4296839237213135 (2.4265494346618652) | > loss_disc_real_0: 0.24222062528133392 (0.16810650733255206) | > loss_disc_real_1: 0.25191736221313477 (0.21341741865589506) | > loss_disc_real_2: 0.2805013656616211 (0.22980937645548866) | > loss_disc_real_3: 0.2057538777589798 (0.23721948195071446) | > loss_disc_real_4: 0.22445963323116302 (0.24042179258096785) | > loss_disc_real_5: 0.25716084241867065 (0.258908048981712) | > loss_0: 2.4296839237213135 (2.4265494346618652) | > loss_gen: 2.593691110610962 (2.476980833780198) | > loss_kl: 1.9817922115325928 (2.9904101462591264) | > loss_feat: 6.164591312408447 (6.769688787914458) | > loss_mel: 15.082152366638184 (17.41708414895194) | > loss_duration: 2.149812698364258 (2.3468107041858493) | > loss_1: 27.97203826904297 (32.00097420102074)  --> STEP: 22 | > loss_disc: 2.6984548568725586 (2.4389087720350786) | > loss_disc_real_0: 0.23910942673683167 (0.1713339127600193) | > loss_disc_real_1: 0.21303997933864594 (0.21340026232329282) | > loss_disc_real_2: 0.2563687264919281 (0.23101661963896317) | > loss_disc_real_3: 0.22514089941978455 (0.23667045547203583) | > loss_disc_real_4: 0.2616361379623413 (0.24138608100739392) | > loss_disc_real_5: 0.26295480132102966 (0.2590919922698628) | > loss_0: 2.6984548568725586 (2.4389087720350786) | > loss_gen: 2.02205753326416 (2.4563025019385596) | > loss_kl: 2.7062900066375732 (2.9774955944581465) | > loss_feat: 4.226994037628174 (6.654111753810536) | > loss_mel: 13.129222869873047 (17.222181363539264) | > loss_duration: 2.1821188926696777 (2.339324712753296) | > loss_1: 24.26668357849121 (31.64941553636031)  --> STEP: 23 | > loss_disc: 2.605175256729126 (2.446137749630472) | > loss_disc_real_0: 0.1809094399213791 (0.1717502400279045) | > loss_disc_real_1: 0.2745650112628937 (0.21605959923371024) | > loss_disc_real_2: 0.20594064891338348 (0.22992636004219885) | > loss_disc_real_3: 0.2194216102361679 (0.23592050567917203) | > loss_disc_real_4: 0.2310684323310852 (0.24093748758668485) | > loss_disc_real_5: 0.2603188455104828 (0.2591453337151071) | > loss_0: 2.605175256729126 (2.446137749630472) | > loss_gen: 2.080977201461792 (2.4399840106134825) | > loss_kl: 2.723334789276123 (2.9664451246676236) | > loss_feat: 5.428599834442139 (6.600828626881475) | > loss_mel: 16.11783218383789 (17.174166181813117) | > loss_duration: 2.3144235610961914 (2.3382420539855957) | > loss_1: 28.66516876220703 (31.519665676614512)  --> STEP: 24 | > loss_disc: 2.5395686626434326 (2.4500307043393454) | > loss_disc_real_0: 0.2791351079940796 (0.17622460952649513) | > loss_disc_real_1: 0.18876028060913086 (0.21492212762435278) | > loss_disc_real_2: 0.19639527797698975 (0.22852923162281513) | > loss_disc_real_3: 0.25265300273895264 (0.2366176930566629) | > loss_disc_real_4: 0.3082387149333954 (0.2437417053927978) | > loss_disc_real_5: 0.27552130818367004 (0.2598276659846306) | > loss_0: 2.5395686626434326 (2.4500307043393454) | > loss_gen: 2.5251898765563965 (2.4435342550277706) | > loss_kl: 2.646021604537964 (2.9530941446622214) | > loss_feat: 6.390369892120361 (6.592059512933095) | > loss_mel: 17.8620662689209 (17.202828685442608) | > loss_duration: 2.413496971130371 (2.3413776755332947) | > loss_1: 31.837142944335938 (31.532893896102905)  --> STEP: 25 | > loss_disc: 2.78014874458313 (2.4632354259490965) | > loss_disc_real_0: 0.368388295173645 (0.18391115695238114) | > loss_disc_real_1: 0.2686192989349365 (0.21707001447677612) | > loss_disc_real_2: 0.2870151996612549 (0.2308686703443527) | > loss_disc_real_3: 0.24855369329452515 (0.23709513306617735) | > loss_disc_real_4: 0.26798364520072937 (0.24471138298511505) | > loss_disc_real_5: 0.30668240785598755 (0.26170185565948484) | > loss_0: 2.78014874458313 (2.4632354259490965) | > loss_gen: 2.471313238143921 (2.4446454143524163) | > loss_kl: 3.083394765853882 (2.958306169509888) | > loss_feat: 4.919218063354492 (6.525145854949951) | > loss_mel: 12.835594177246094 (17.028139305114745) | > loss_duration: 2.4430315494537354 (2.345443830490112) | > loss_1: 25.752552032470703 (31.301680221557618)  --> STEP: 26 | > loss_disc: 2.348130464553833 (2.4588083120492787) | > loss_disc_real_0: 0.05473572760820389 (0.17894287120837432) | > loss_disc_real_1: 0.2643202841281891 (0.218887332540292) | > loss_disc_real_2: 0.21633683145046234 (0.2303097534638185) | > loss_disc_real_3: 0.22679448127746582 (0.23669895415122694) | > loss_disc_real_4: 0.1405295431613922 (0.2407043891457411) | > loss_disc_real_5: 0.34027212858200073 (0.26472378923342776) | > loss_0: 2.348130464553833 (2.4588083120492787) | > loss_gen: 2.2927656173706055 (2.43880388369927) | > loss_kl: 2.427936553955078 (2.937907338142395) | > loss_feat: 9.216107368469238 (6.628644374700693) | > loss_mel: 17.384876251220703 (17.041859956888054) | > loss_duration: 2.2825605869293213 (2.3430252441993127) | > loss_1: 33.604248046875 (31.390240522531364) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023841674511249247 (-1.4699422396147101e-05) | > avg_loss_disc: 2.4588083120492787 (+0.008423420099111567) | > avg_loss_disc_real_0: 0.17894287120837432 (+0.010198562477643669) | > avg_loss_disc_real_1: 0.218887332540292 (-0.06059786505424056) | > avg_loss_disc_real_2: 0.2303097534638185 (-0.013743644723525406) | > avg_loss_disc_real_3: 0.23669895415122694 (-0.03213848918676371) | > avg_loss_disc_real_4: 0.2407043891457411 (-0.028047105440726527) | > avg_loss_disc_real_5: 0.26472378923342776 (+0.0030203071924355673) | > avg_loss_0: 2.4588083120492787 (+0.008423420099111567) | > avg_loss_gen: 2.43880388369927 (-0.24533736705780074) | > avg_loss_kl: 2.937907338142395 (-0.031098063175494683) | > avg_loss_feat: 6.628644374700693 (-0.38348476703350354) | > avg_loss_mel: 17.041859956888054 (+0.15270878718449765) | > avg_loss_duration: 2.3430252441993127 (+0.003967624444227713) | > avg_loss_1: 31.390240522531364 (-0.5032443266648485)  > EPOCH: 758/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:44:40)   --> TIME: 2024-06-12 00:44:45 -- STEP: 9/330 -- GLOBAL_STEP: 338150 | > loss_disc: 2.3758435249328613 (2.3008719285329184) | > loss_disc_real_0: 0.11224903911352158 (0.1002496952811877) | > loss_disc_real_1: 0.19035300612449646 (0.18724807600180307) | > loss_disc_real_2: 0.20311298966407776 (0.19953363140424094) | > loss_disc_real_3: 0.2702505886554718 (0.23002440730730692) | > loss_disc_real_4: 0.2286190688610077 (0.22786533998118508) | > loss_disc_real_5: 0.20856627821922302 (0.23194869524902767) | > loss_0: 2.3758435249328613 (2.3008719285329184) | > grad_norm_0: tensor(12.4438, device='cuda:0') (tensor(7.6065, device='cuda:0')) | > loss_gen: 2.568279266357422 (2.4719772073957653) | > loss_kl: 1.9629335403442383 (1.8557361231909857) | > loss_feat: 7.172858715057373 (6.8011459774441185) | > loss_mel: 17.64720344543457 (17.655385547214085) | > loss_duration: 2.0717062950134277 (2.113810035917494) | > loss_1: 31.42298126220703 (30.898055182562935) | > grad_norm_1: tensor(56.9911, device='cuda:0') (tensor(60.9582, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.3462 (0.36467236942715114) | > loader_time: 0.0028 (0.003289090262518989)  --> TIME: 2024-06-12 00:44:54 -- STEP: 34/330 -- GLOBAL_STEP: 338175 | > loss_disc: 2.4188308715820312 (2.348481802379384) | > loss_disc_real_0: 0.11025821417570114 (0.10573554039001465) | > loss_disc_real_1: 0.15407341718673706 (0.19528253990061142) | > loss_disc_real_2: 0.19030870497226715 (0.20835692610810785) | > loss_disc_real_3: 0.24220824241638184 (0.2266849209280575) | > loss_disc_real_4: 0.24357369542121887 (0.23498512366238763) | > loss_disc_real_5: 0.23676228523254395 (0.2250238604405347) | > loss_0: 2.4188308715820312 (2.348481802379384) | > grad_norm_0: tensor(8.0148, device='cuda:0') (tensor(9.1047, device='cuda:0')) | > loss_gen: 2.5730462074279785 (2.4988977979211247) | > loss_kl: 2.119326114654541 (1.9221591107985552) | > loss_feat: 7.086481094360352 (6.9761222250321335) | > loss_mel: 17.75150489807129 (17.343339976142435) | > loss_duration: 2.0330777168273926 (2.0148628950119023) | > loss_1: 31.563434600830078 (30.755381864659928) | > grad_norm_1: tensor(152.7044, device='cuda:0') (tensor(77.8848, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.3474 (0.3577686688479255) | > loader_time: 0.0033 (0.003424202694612391)  --> TIME: 2024-06-12 00:45:03 -- STEP: 59/330 -- GLOBAL_STEP: 338200 | > loss_disc: 2.283024787902832 (2.361770407628205) | > loss_disc_real_0: 0.1065976545214653 (0.10927390155650801) | > loss_disc_real_1: 0.19499905407428741 (0.19664679897033563) | > loss_disc_real_2: 0.20646709203720093 (0.20988117082644317) | > loss_disc_real_3: 0.23979540169239044 (0.2295555982549312) | > loss_disc_real_4: 0.23469935357570648 (0.23495359870336824) | > loss_disc_real_5: 0.2170047014951706 (0.22470067037364183) | > loss_0: 2.283024787902832 (2.361770407628205) | > grad_norm_0: tensor(11.5953, device='cuda:0') (tensor(9.5667, device='cuda:0')) | > loss_gen: 2.4594264030456543 (2.4748810388274114) | > loss_kl: 2.083509683609009 (1.946968935303769) | > loss_feat: 6.933272838592529 (6.897354134058548) | > loss_mel: 16.393491744995117 (17.306255081952635) | > loss_duration: 1.9484713077545166 (1.9952988968057148) | > loss_1: 29.818172454833984 (30.620758056640625) | > grad_norm_1: tensor(135.6322, device='cuda:0') (tensor(87.4830, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.3713 (0.3631724058571508) | > loader_time: 0.0036 (0.003587512646691274)  --> TIME: 2024-06-12 00:45:13 -- STEP: 84/330 -- GLOBAL_STEP: 338225 | > loss_disc: 2.3119678497314453 (2.366031263555799) | > loss_disc_real_0: 0.10943345725536346 (0.1102602652141026) | > loss_disc_real_1: 0.19773976504802704 (0.19587504828260058) | > loss_disc_real_2: 0.16722796857357025 (0.2101096622645855) | > loss_disc_real_3: 0.22594401240348816 (0.2291188912377471) | > loss_disc_real_4: 0.21701142191886902 (0.23493012466600963) | > loss_disc_real_5: 0.18823695182800293 (0.22507012653208913) | > loss_0: 2.3119678497314453 (2.366031263555799) | > grad_norm_0: tensor(5.9733, device='cuda:0') (tensor(9.2136, device='cuda:0')) | > loss_gen: 2.4344775676727295 (2.4718341713859915) | > loss_kl: 2.1029303073883057 (1.9539651161148435) | > loss_feat: 6.922103404998779 (6.921177341824486) | > loss_mel: 17.653066635131836 (17.306306725456608) | > loss_duration: 2.0407581329345703 (1.9878301052820115) | > loss_1: 31.153335571289062 (30.641113349369594) | > grad_norm_1: tensor(108.0248, device='cuda:0') (tensor(85.7110, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.395 (0.37073473703293564) | > loader_time: 0.0043 (0.003732184569040934)  --> TIME: 2024-06-12 00:45:23 -- STEP: 109/330 -- GLOBAL_STEP: 338250 | > loss_disc: 2.39620304107666 (2.3617840753782775) | > loss_disc_real_0: 0.09927381575107574 (0.11169395472751845) | > loss_disc_real_1: 0.2426603138446808 (0.19595734487979785) | > loss_disc_real_2: 0.19662323594093323 (0.20958001897969378) | > loss_disc_real_3: 0.2363659143447876 (0.22816436307145915) | > loss_disc_real_4: 0.23092003166675568 (0.23284430665160538) | > loss_disc_real_5: 0.21790070831775665 (0.22400495054524974) | > loss_0: 2.39620304107666 (2.3617840753782775) | > grad_norm_0: tensor(15.5051, device='cuda:0') (tensor(9.1027, device='cuda:0')) | > loss_gen: 2.5912554264068604 (2.4750376425751845) | > loss_kl: 2.1832125186920166 (1.9748831014020727) | > loss_feat: 6.908112525939941 (6.921888137082441) | > loss_mel: 16.89082145690918 (17.287880503803226) | > loss_duration: 1.9456053972244263 (1.990184166015835) | > loss_1: 30.51900863647461 (30.64987352353717) | > grad_norm_1: tensor(80.6048, device='cuda:0') (tensor(85.9492, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.3857 (0.37418078720022774) | > loader_time: 0.0047 (0.0038876489761772506)  --> TIME: 2024-06-12 00:45:33 -- STEP: 134/330 -- GLOBAL_STEP: 338275 | > loss_disc: 2.332681179046631 (2.3663796150862275) | > loss_disc_real_0: 0.12852896749973297 (0.11267496228440484) | > loss_disc_real_1: 0.20570030808448792 (0.19688296985270373) | > loss_disc_real_2: 0.19607234001159668 (0.21088613769901332) | > loss_disc_real_3: 0.19942188262939453 (0.2284806627613395) | > loss_disc_real_4: 0.226371631026268 (0.23293106079991185) | > loss_disc_real_5: 0.18554437160491943 (0.22376647057817944) | > loss_0: 2.332681179046631 (2.3663796150862275) | > grad_norm_0: tensor(7.2966, device='cuda:0') (tensor(9.0316, device='cuda:0')) | > loss_gen: 2.3985815048217773 (2.4719944391677626) | > loss_kl: 2.0238869190216064 (1.9819542311910372) | > loss_feat: 7.1707868576049805 (6.924798221730474) | > loss_mel: 17.637943267822266 (17.327148465967905) | > loss_duration: 2.0259509086608887 (1.9948032533944542) | > loss_1: 31.25714874267578 (30.700698596328053) | > grad_norm_1: tensor(147.8708, device='cuda:0') (tensor(85.3286, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.392 (0.3762809554142738) | > loader_time: 0.0056 (0.0040302792591835135)  --> TIME: 2024-06-12 00:45:43 -- STEP: 159/330 -- GLOBAL_STEP: 338300 | > loss_disc: 2.2907934188842773 (2.367811018565915) | > loss_disc_real_0: 0.08491677045822144 (0.11372561935546263) | > loss_disc_real_1: 0.2275608330965042 (0.19685435491912767) | > loss_disc_real_2: 0.23504868149757385 (0.21119056463991326) | > loss_disc_real_3: 0.20502923429012299 (0.22922488372280914) | > loss_disc_real_4: 0.22568683326244354 (0.23317256035669795) | > loss_disc_real_5: 0.2357688844203949 (0.22398169704203336) | > loss_0: 2.2907934188842773 (2.367811018565915) | > grad_norm_0: tensor(8.2722, device='cuda:0') (tensor(9.0174, device='cuda:0')) | > loss_gen: 2.5318870544433594 (2.472081725702346) | > loss_kl: 1.9618480205535889 (1.9866394074457996) | > loss_feat: 7.5782294273376465 (6.93183833548108) | > loss_mel: 17.33501434326172 (17.333467639467262) | > loss_duration: 2.0274970531463623 (1.9990411157128196) | > loss_1: 31.43447494506836 (30.723068249300592) | > grad_norm_1: tensor(92.6205, device='cuda:0') (tensor(87.9167, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.3886 (0.37899922574840994) | > loader_time: 0.0045 (0.004117404889760528)  --> TIME: 2024-06-12 00:45:53 -- STEP: 184/330 -- GLOBAL_STEP: 338325 | > loss_disc: 2.3912930488586426 (2.3687769550344235) | > loss_disc_real_0: 0.09040170907974243 (0.11499958023752856) | > loss_disc_real_1: 0.2189760059118271 (0.19693964849347653) | > loss_disc_real_2: 0.1882743090391159 (0.21098566662682144) | > loss_disc_real_3: 0.23500904440879822 (0.22899690076060916) | > loss_disc_real_4: 0.25011178851127625 (0.23287900083738824) | > loss_disc_real_5: 0.24041806161403656 (0.22426777195347392) | > loss_0: 2.3912930488586426 (2.3687769550344235) | > grad_norm_0: tensor(7.6041, device='cuda:0') (tensor(9.2464, device='cuda:0')) | > loss_gen: 2.3846230506896973 (2.4674757485804357) | > loss_kl: 2.0061075687408447 (1.9917525927657667) | > loss_feat: 6.549795627593994 (6.935087921826736) | > loss_mel: 17.01653289794922 (17.30430519062541) | > loss_duration: 2.0463314056396484 (2.0061852167481966) | > loss_1: 30.00339126586914 (30.70480665953263) | > grad_norm_1: tensor(57.1372, device='cuda:0') (tensor(89.8403, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.3807 (0.3800280327382293) | > loader_time: 0.0041 (0.004172783830891485)  --> TIME: 2024-06-12 00:46:03 -- STEP: 209/330 -- GLOBAL_STEP: 338350 | > loss_disc: 2.442120313644409 (2.373088448811948) | > loss_disc_real_0: 0.08206015825271606 (0.11606655836675726) | > loss_disc_real_1: 0.1808631867170334 (0.1971056731551458) | > loss_disc_real_2: 0.20797176659107208 (0.211038402250509) | > loss_disc_real_3: 0.21763542294502258 (0.22942559784679323) | > loss_disc_real_4: 0.24584943056106567 (0.23311942423644819) | > loss_disc_real_5: 0.23533286154270172 (0.22488913139658112) | > loss_0: 2.442120313644409 (2.373088448811948) | > grad_norm_0: tensor(17.3769, device='cuda:0') (tensor(10.0035, device='cuda:0')) | > loss_gen: 2.319286346435547 (2.4630650059458183) | > loss_kl: 2.0234622955322266 (1.9984809496756375) | > loss_feat: 6.264927387237549 (6.932614356136778) | > loss_mel: 17.182668685913086 (17.28227568813488) | > loss_duration: 2.1003966331481934 (2.0142287609109486) | > loss_1: 29.8907413482666 (30.690664747685336) | > grad_norm_1: tensor(109.3658, device='cuda:0') (tensor(102.1358, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.4102 (0.38252101332377003) | > loader_time: 0.0047 (0.004228265661942332)  --> TIME: 2024-06-12 00:46:14 -- STEP: 234/330 -- GLOBAL_STEP: 338375 | > loss_disc: 2.3791890144348145 (2.3768020562636565) | > loss_disc_real_0: 0.089856818318367 (0.11758338688657834) | > loss_disc_real_1: 0.23339630663394928 (0.19766302298531574) | > loss_disc_real_2: 0.2096407562494278 (0.2113923999743584) | > loss_disc_real_3: 0.21731624007225037 (0.22955315057029071) | > loss_disc_real_4: 0.22918783128261566 (0.23304975427623487) | > loss_disc_real_5: 0.19461961090564728 (0.22489811429101178) | > loss_0: 2.3791890144348145 (2.3768020562636565) | > grad_norm_0: tensor(31.9912, device='cuda:0') (tensor(11.2079, device='cuda:0')) | > loss_gen: 2.5091392993927 (2.4577689833111243) | > loss_kl: 2.073392868041992 (2.004511784284542) | > loss_feat: 6.684301376342773 (6.898555038321732) | > loss_mel: 16.0617618560791 (17.22755111384596) | > loss_duration: 2.0791735649108887 (2.023072900425677) | > loss_1: 29.40777015686035 (30.611459797264164) | > grad_norm_1: tensor(458.7400, device='cuda:0') (tensor(119.2107, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.4368 (0.38569989163651414) | > loader_time: 0.0055 (0.004328704287863186)  --> TIME: 2024-06-12 00:46:25 -- STEP: 259/330 -- GLOBAL_STEP: 338400 | > loss_disc: 2.558560609817505 (2.3773942131793655) | > loss_disc_real_0: 0.18913275003433228 (0.11822132314609285) | > loss_disc_real_1: 0.20234684646129608 (0.19796814714849686) | > loss_disc_real_2: 0.19735684990882874 (0.21141860976412494) | > loss_disc_real_3: 0.21394646167755127 (0.22982712458229435) | > loss_disc_real_4: 0.25216060876846313 (0.23281276686311228) | > loss_disc_real_5: 0.20959389209747314 (0.2244076696602074) | > loss_0: 2.558560609817505 (2.3773942131793655) | > grad_norm_0: tensor(47.8878, device='cuda:0') (tensor(12.9442, device='cuda:0')) | > loss_gen: 2.3165454864501953 (2.464042469341323) | > loss_kl: 2.0310447216033936 (2.0083209667426742) | > loss_feat: 6.375247001647949 (6.921062046036297) | > loss_mel: 17.173662185668945 (17.197789913899193) | > loss_duration: 2.1348609924316406 (2.0313453283089036) | > loss_1: 30.031360626220703 (30.622560670477082) | > grad_norm_1: tensor(158.4613, device='cuda:0') (tensor(143.6528, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.4371 (0.3905300099877316) | > loader_time: 0.007 (0.004496807297224244)  --> TIME: 2024-06-12 00:46:36 -- STEP: 284/330 -- GLOBAL_STEP: 338425 | > loss_disc: 2.5883114337921143 (2.378383793461491) | > loss_disc_real_0: 0.2874082922935486 (0.12013219121161481) | > loss_disc_real_1: 0.22046512365341187 (0.19813325602403828) | > loss_disc_real_2: 0.2269117385149002 (0.21167656244106708) | > loss_disc_real_3: 0.1923176497220993 (0.2300911782912805) | > loss_disc_real_4: 0.19902397692203522 (0.23302074243694965) | > loss_disc_real_5: 0.1744392365217209 (0.22308164583125584) | > loss_0: 2.5883114337921143 (2.378383793461491) | > grad_norm_0: tensor(112.2687, device='cuda:0') (tensor(16.5786, device='cuda:0')) | > loss_gen: 2.310431480407715 (2.473552739116508) | > loss_kl: 2.116612195968628 (2.0139409127369734) | > loss_feat: 7.149319171905518 (6.939611095777701) | > loss_mel: 17.12510871887207 (17.15281592624288) | > loss_duration: 2.149643898010254 (2.0410798355727153) | > loss_1: 30.851116180419922 (30.62100047796545) | > grad_norm_1: tensor(335.3077, device='cuda:0') (tensor(175.6990, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.4456 (0.3952708504569363) | > loader_time: 0.0067 (0.004663260050222909)  --> TIME: 2024-06-12 00:46:48 -- STEP: 309/330 -- GLOBAL_STEP: 338450 | > loss_disc: 2.500932216644287 (2.3837279795057182) | > loss_disc_real_0: 0.1657831370830536 (0.12199455410434976) | > loss_disc_real_1: 0.1822468638420105 (0.19861072133081248) | > loss_disc_real_2: 0.20041391253471375 (0.21182957479676) | > loss_disc_real_3: 0.22708293795585632 (0.23044192067627767) | > loss_disc_real_4: 0.2383471429347992 (0.23295664734246277) | > loss_disc_real_5: 0.20114682614803314 (0.22342793248039233) | > loss_0: 2.500932216644287 (2.3837279795057182) | > grad_norm_0: tensor(28.6726, device='cuda:0') (tensor(18.1417, device='cuda:0')) | > loss_gen: 2.2670183181762695 (2.4686756373223373) | > loss_kl: 1.9837216138839722 (2.0188021906757054) | > loss_feat: 6.001758098602295 (6.938235344624445) | > loss_mel: 16.38332176208496 (17.100563212891608) | > loss_duration: 2.2325329780578613 (2.052964397618689) | > loss_1: 28.868350982666016 (30.579240749569) | > grad_norm_1: tensor(270.9472, device='cuda:0') (tensor(195.0666, device='cuda:0')) | > current_lr_0: 0.00018191898382996245 | > current_lr_1: 0.00018191898382996245 | > step_time: 0.4838 (0.4018281401168182) | > loader_time: 0.0071 (0.004865941877889789)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.245680570602417 (2.245680570602417) | > loss_disc_real_0: 0.11231514066457748 (0.11231514066457748) | > loss_disc_real_1: 0.13638998568058014 (0.13638998568058014) | > loss_disc_real_2: 0.2507213354110718 (0.2507213354110718) | > loss_disc_real_3: 0.19397024810314178 (0.19397024810314178) | > loss_disc_real_4: 0.2657471299171448 (0.2657471299171448) | > loss_disc_real_5: 0.23735541105270386 (0.23735541105270386) | > loss_0: 2.245680570602417 (2.245680570602417) | > loss_gen: 2.5423734188079834 (2.5423734188079834) | > loss_kl: 2.545494794845581 (2.545494794845581) | > loss_feat: 8.523368835449219 (8.523368835449219) | > loss_mel: 18.019487380981445 (18.019487380981445) | > loss_duration: 3.0863285064697266 (3.0863285064697266) | > loss_1: 34.71705627441406 (34.71705627441406)  --> STEP: 1 | > loss_disc: 2.2016756534576416 (2.2016756534576416) | > loss_disc_real_0: 0.057433873414993286 (0.057433873414993286) | > loss_disc_real_1: 0.12305860221385956 (0.12305860221385956) | > loss_disc_real_2: 0.24442186951637268 (0.24442186951637268) | > loss_disc_real_3: 0.19105634093284607 (0.19105634093284607) | > loss_disc_real_4: 0.2080964297056198 (0.2080964297056198) | > loss_disc_real_5: 0.21853719651699066 (0.21853719651699066) | > loss_0: 2.2016756534576416 (2.2016756534576416) | > loss_gen: 2.2918214797973633 (2.2918214797973633) | > loss_kl: 3.452406883239746 (3.452406883239746) | > loss_feat: 7.368841648101807 (7.368841648101807) | > loss_mel: 18.430002212524414 (18.430002212524414) | > loss_duration: 2.4909443855285645 (2.4909443855285645) | > loss_1: 34.03401565551758 (34.03401565551758)  --> STEP: 2 | > loss_disc: 2.397141456604004 (2.2994085550308228) | > loss_disc_real_0: 0.11920708417892456 (0.08832047879695892) | > loss_disc_real_1: 0.13369548320770264 (0.1283770427107811) | > loss_disc_real_2: 0.2795776128768921 (0.2619997411966324) | > loss_disc_real_3: 0.2613154947757721 (0.22618591785430908) | > loss_disc_real_4: 0.21203158795833588 (0.21006400883197784) | > loss_disc_real_5: 0.23445887863636017 (0.22649803757667542) | > loss_0: 2.397141456604004 (2.2994085550308228) | > loss_gen: 2.4343223571777344 (2.363071918487549) | > loss_kl: 2.968332529067993 (3.2103697061538696) | > loss_feat: 6.054492473602295 (6.711667060852051) | > loss_mel: 18.714811325073242 (18.572406768798828) | > loss_duration: 2.5548315048217773 (2.522887945175171) | > loss_1: 32.72679138183594 (33.38040351867676)  --> STEP: 3 | > loss_disc: 2.4693119525909424 (2.356043020884196) | > loss_disc_real_0: 0.10430760681629181 (0.09364952147006989) | > loss_disc_real_1: 0.178538516163826 (0.14509753386179605) | > loss_disc_real_2: 0.27389490604400635 (0.265964796145757) | > loss_disc_real_3: 0.21608774363994598 (0.2228198597828547) | > loss_disc_real_4: 0.2729732096195221 (0.23103374242782593) | > loss_disc_real_5: 0.246848925948143 (0.23328166703383127) | > loss_0: 2.4693119525909424 (2.356043020884196) | > loss_gen: 2.2621161937713623 (2.32942001024882) | > loss_kl: 3.516507863998413 (3.3124157587687173) | > loss_feat: 5.639631271362305 (6.354321797688802) | > loss_mel: 16.288990020751953 (17.811267852783203) | > loss_duration: 2.3886923789978027 (2.478156089782715) | > loss_1: 30.095937728881836 (32.28558158874512)  --> STEP: 4 | > loss_disc: 2.6156210899353027 (2.4209375381469727) | > loss_disc_real_0: 0.22850093245506287 (0.12736237421631813) | > loss_disc_real_1: 0.20146887004375458 (0.1591903679072857) | > loss_disc_real_2: 0.19975320994853973 (0.2494118995964527) | > loss_disc_real_3: 0.3475135266780853 (0.25399327650666237) | > loss_disc_real_4: 0.2652081847190857 (0.23957735300064087) | > loss_disc_real_5: 0.24641664326190948 (0.23656541109085083) | > loss_0: 2.6156210899353027 (2.4209375381469727) | > loss_gen: 2.3697502613067627 (2.3395025730133057) | > loss_kl: 3.6876437664031982 (3.4062227606773376) | > loss_feat: 5.230401992797852 (6.0733418464660645) | > loss_mel: 17.243446350097656 (17.669312477111816) | > loss_duration: 2.4108314514160156 (2.46132493019104) | > loss_1: 30.942073822021484 (31.94970464706421)  --> STEP: 5 | > loss_disc: 2.3977413177490234 (2.4162982940673827) | > loss_disc_real_0: 0.1065419614315033 (0.12319829165935517) | > loss_disc_real_1: 0.22260266542434692 (0.17187282741069793) | > loss_disc_real_2: 0.24570024013519287 (0.24866956770420073) | > loss_disc_real_3: 0.26920631527900696 (0.2570358842611313) | > loss_disc_real_4: 0.2047920674085617 (0.23262029588222505) | > loss_disc_real_5: 0.19404584169387817 (0.2280614972114563) | > loss_0: 2.3977413177490234 (2.4162982940673827) | > loss_gen: 2.220123291015625 (2.3156267166137696) | > loss_kl: 2.280055522918701 (3.18098931312561) | > loss_feat: 5.35574197769165 (5.929821872711182) | > loss_mel: 17.78215217590332 (17.691880416870116) | > loss_duration: 2.367746353149414 (2.4426092147827148) | > loss_1: 30.00581932067871 (31.56092758178711)  --> STEP: 6 | > loss_disc: 2.057600498199463 (2.356515328089396) | > loss_disc_real_0: 0.08697166293859482 (0.11716052020589511) | > loss_disc_real_1: 0.10551568865776062 (0.16081330428520837) | > loss_disc_real_2: 0.27269378304481506 (0.25267360359430313) | > loss_disc_real_3: 0.25593557953834534 (0.25685250014066696) | > loss_disc_real_4: 0.23707625269889832 (0.2333629553516706) | > loss_disc_real_5: 0.18202893435955048 (0.22038940340280533) | > loss_0: 2.057600498199463 (2.356515328089396) | > loss_gen: 2.672786235809326 (2.3751533031463623) | > loss_kl: 3.2495663166046143 (3.1924188137054443) | > loss_feat: 6.254930019378662 (5.984006563822429) | > loss_mel: 18.9989013671875 (17.909717241923016) | > loss_duration: 2.2198894023895264 (2.4054892460505166) | > loss_1: 33.39607620239258 (31.866785685221355)  --> STEP: 7 | > loss_disc: 2.506265640258789 (2.377908229827881) | > loss_disc_real_0: 0.19733232259750366 (0.12861363483326776) | > loss_disc_real_1: 0.19058293104171753 (0.16506610810756683) | > loss_disc_real_2: 0.2387315034866333 (0.25068187500749317) | > loss_disc_real_3: 0.24155142903327942 (0.2546666328396116) | > loss_disc_real_4: 0.2342359572649002 (0.23348766991070338) | > loss_disc_real_5: 0.23947975039482117 (0.22311659583023616) | > loss_0: 2.506265640258789 (2.377908229827881) | > loss_gen: 2.1659934520721436 (2.345273324421474) | > loss_kl: 4.280824661254883 (3.347905363355364) | > loss_feat: 4.546194076538086 (5.778604779924665) | > loss_mel: 14.63798713684082 (17.44232722691127) | > loss_duration: 2.5487256050109863 (2.4259515830448697) | > loss_1: 28.179723739624023 (31.34006255013602)  --> STEP: 8 | > loss_disc: 2.4421911239624023 (2.385943591594696) | > loss_disc_real_0: 0.20873591303825378 (0.138628919608891) | > loss_disc_real_1: 0.1595783531665802 (0.1643801387399435) | > loss_disc_real_2: 0.18260499835014343 (0.24217226542532444) | > loss_disc_real_3: 0.2362852692604065 (0.25236896239221096) | > loss_disc_real_4: 0.2708006203174591 (0.23815178871154785) | > loss_disc_real_5: 0.2326839417219162 (0.22431251406669617) | > loss_0: 2.4421911239624023 (2.385943591594696) | > loss_gen: 2.284853935241699 (2.337720900774002) | > loss_kl: 2.896332263946533 (3.2914587259292603) | > loss_feat: 10.807414054870605 (6.407205939292908) | > loss_mel: 18.939605712890625 (17.62948703765869) | > loss_duration: 2.294106960296631 (2.4094710052013397) | > loss_1: 37.222312927246094 (32.07534384727478)  --> STEP: 9 | > loss_disc: 2.5758235454559326 (2.4070413642459445) | > loss_disc_real_0: 0.1598484218120575 (0.1409866420759095) | > loss_disc_real_1: 0.1492171436548233 (0.16269536150826347) | > loss_disc_real_2: 0.34103986620903015 (0.25315755440129173) | > loss_disc_real_3: 0.25113290548324585 (0.2522316227356593) | > loss_disc_real_4: 0.27769777178764343 (0.24254578683111402) | > loss_disc_real_5: 0.21418248116970062 (0.22318695485591888) | > loss_0: 2.5758235454559326 (2.4070413642459445) | > loss_gen: 2.635260581970215 (2.370780865351359) | > loss_kl: 2.7009804248809814 (3.2258500258127847) | > loss_feat: 8.420181274414062 (6.6308698654174805) | > loss_mel: 17.437408447265625 (17.608144972059463) | > loss_duration: 2.1453683376312256 (2.380126264360216) | > loss_1: 33.33919906616211 (32.215772204928925)  --> STEP: 10 | > loss_disc: 2.5834624767303467 (2.4246834754943847) | > loss_disc_real_0: 0.1617668867111206 (0.14306466653943062) | > loss_disc_real_1: 0.24795213341712952 (0.1712210386991501) | > loss_disc_real_2: 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loss_disc_real_5: 0.24394312500953674 (0.23070782016624103) | > loss_0: 2.5121560096740723 (2.4326355240561743) | > loss_gen: 2.281684160232544 (2.3660066344521264) | > loss_kl: 3.5834004878997803 (3.227599122307517) | > loss_feat: 4.5048933029174805 (6.268490747971968) | > loss_mel: 15.660750389099121 (17.386700110001996) | > loss_duration: 2.5315098762512207 (2.3972996798428623) | > loss_1: 28.562238693237305 (31.64609648964622)  --> STEP: 12 | > loss_disc: 2.3664913177490234 (2.4271235068639117) | > loss_disc_real_0: 0.126779705286026 (0.14166826568543914) | > loss_disc_real_1: 0.1172587126493454 (0.1741896408299605) | > loss_disc_real_2: 0.27103081345558167 (0.2614484292765458) | > loss_disc_real_3: 0.22814998030662537 (0.25007252891858417) | > loss_disc_real_4: 0.21187902987003326 (0.2384102282424768) | > loss_disc_real_5: 0.2801532447338104 (0.2348282722135385) | > loss_0: 2.3664913177490234 (2.4271235068639117) | > loss_gen: 2.2928125858306885 (2.35990713040034) | > loss_kl: 2.8602192401885986 (3.196984132130941) | > loss_feat: 6.278563499450684 (6.269330143928528) | > loss_mel: 18.082786560058594 (17.44470731417338) | > loss_duration: 2.2874367237091064 (2.3881444334983826) | > loss_1: 31.80181884765625 (31.65907335281372)  --> STEP: 13 | > loss_disc: 2.38916015625 (2.42420324912438) | > loss_disc_real_0: 0.09208524227142334 (0.1378541869612841) | > loss_disc_real_1: 0.1664271503686905 (0.17359252617909357) | > loss_disc_real_2: 0.29436078667640686 (0.26398014907653516) | > loss_disc_real_3: 0.2523510456085205 (0.2502477994331947) | > loss_disc_real_4: 0.2246064841747284 (0.2373484017757269) | > loss_disc_real_5: 0.22356028854846954 (0.23396150423930243) | > loss_0: 2.38916015625 (2.42420324912438) | > loss_gen: 2.267207384109497 (2.35277638068566) | > loss_kl: 3.275733232498169 (3.203041755236112) | > loss_feat: 8.749005317687988 (6.460074388063871) | > loss_mel: 18.32816505432129 (17.512665601877067) | > loss_duration: 2.2747440338134766 (2.3794213258303127) | > loss_1: 34.89485168457031 (31.907979378333458)  --> STEP: 14 | > loss_disc: 2.500248432159424 (2.4296350479125977) | > loss_disc_real_0: 0.11768059432506561 (0.13641321605869708) | > loss_disc_real_1: 0.24817413091659546 (0.17891978366034372) | > loss_disc_real_2: 0.3449646830558777 (0.2697647586464882) | > loss_disc_real_3: 0.32377922534942627 (0.25550004414149696) | > loss_disc_real_4: 0.23282809555530548 (0.2370255227599825) | > loss_disc_real_5: 0.2315245121717453 (0.23378743337733404) | > loss_0: 2.500248432159424 (2.4296350479125977) | > loss_gen: 2.812535285949707 (2.3856163024902344) | > loss_kl: 3.6077487468719482 (3.2319493974958147) | > loss_feat: 6.147248268127441 (6.437729665211269) | > loss_mel: 18.171476364135742 (17.559723513466974) | > loss_duration: 2.438261032104492 (2.383624161992754) | > loss_1: 33.177268981933594 (31.998642921447754)  --> STEP: 15 | > loss_disc: 2.276648998260498 (2.419435977935791) | > loss_disc_real_0: 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(0.22871065578039954) | > loss_0: 2.3993639945983887 (2.4037690863889805) | > loss_gen: 2.240274667739868 (2.3813863221336815) | > loss_kl: 2.6122400760650635 (3.2177893694709327) | > loss_feat: 6.1173810958862305 (6.678229584413416) | > loss_mel: 17.5372314453125 (17.444014380959903) | > loss_duration: 2.4496302604675293 (2.3900472977582146) | > loss_1: 30.956758499145508 (32.11146702485926)  --> STEP: 18 | > loss_disc: 2.2832815647125244 (2.397075335184733) | > loss_disc_real_0: 0.10283608734607697 (0.1314954455527995) | > loss_disc_real_1: 0.1986711025238037 (0.17736505965391794) | > loss_disc_real_2: 0.2426321655511856 (0.2653033062815666) | > loss_disc_real_3: 0.1748632937669754 (0.2462721491853396) | > loss_disc_real_4: 0.15240290760993958 (0.23019930058055454) | > loss_disc_real_5: 0.15140479803085327 (0.22441588590542474) | > loss_0: 2.2832815647125244 (2.397075335184733) | > loss_gen: 2.48193621635437 (2.386972427368164) | > loss_kl: 3.229045867919922 (3.218414730495877) | > loss_feat: 9.589953422546387 (6.839992019865248) | > loss_mel: 17.51692008972168 (17.448064698113335) | > loss_duration: 2.243156671524048 (2.381886707411872) | > loss_1: 35.061012268066406 (32.27533064948188)  --> STEP: 19 | > loss_disc: 2.721273899078369 (2.4141384174949243) | > loss_disc_real_0: 0.23971351981163025 (0.1371911336716853) | > loss_disc_real_1: 0.17797929048538208 (0.17739738759241605) | > loss_disc_real_2: 0.3133305013179779 (0.2678310533887462) | > loss_disc_real_3: 0.30202892422676086 (0.24920671629278282) | > loss_disc_real_4: 0.3054155111312866 (0.23415804850427727) | > loss_disc_real_5: 0.29867616295814514 (0.22832432153977847) | > loss_0: 2.721273899078369 (2.4141384174949243) | > loss_gen: 2.355743885040283 (2.385328819877223) | > loss_kl: 2.6186718940734863 (3.186849318052593) | > loss_feat: 6.58412504196167 (6.826525336817691) | > loss_mel: 16.52452850341797 (17.399457529971475) | > loss_duration: 2.337448835372925 (2.379547872041401) | > loss_1: 30.420516967773438 (32.177708876760384)  --> STEP: 20 | > loss_disc: 2.4200966358184814 (2.414436328411102) | > loss_disc_real_0: 0.1197817251086235 (0.13632066324353223) | > loss_disc_real_1: 0.15785588324069977 (0.17642031237483025) | > loss_disc_real_2: 0.27686142921447754 (0.26828257218003276) | > loss_disc_real_3: 0.2707880139350891 (0.25028578117489814) | > loss_disc_real_4: 0.22433210909366608 (0.23366675153374672) | > loss_disc_real_5: 0.212374746799469 (0.22752684280276297) | > loss_0: 2.4200966358184814 (2.414436328411102) | > loss_gen: 2.291779041290283 (2.380651330947876) | > loss_kl: 2.3639259338378906 (3.145703148841858) | > loss_feat: 6.700878143310547 (6.820242977142334) | > loss_mel: 18.320003509521484 (17.445484828948974) | > loss_duration: 2.353516101837158 (2.378246283531189) | > loss_1: 32.03010177612305 (32.170328521728514)  --> STEP: 21 | > loss_disc: 2.3276877403259277 (2.410305443264189) | > loss_disc_real_0: 0.08265164494514465 (0.13376499570551376) | > loss_disc_real_1: 0.17349067330360413 (0.1762808057523909) | > loss_disc_real_2: 0.27145105600357056 (0.26843345236210603) | > loss_disc_real_3: 0.2207605540752411 (0.24887981797967637) | > loss_disc_real_4: 0.2633058428764343 (0.23507813683577947) | > loss_disc_real_5: 0.2557782232761383 (0.22887214663482847) | > loss_0: 2.3276877403259277 (2.410305443264189) | > loss_gen: 2.325570583343506 (2.3780284382048107) | > loss_kl: 2.895547866821289 (3.133790992555164) | > loss_feat: 7.092796325683594 (6.833221708025251) | > loss_mel: 16.123382568359375 (17.38252757844471) | > loss_duration: 2.2034149169921875 (2.3699209803626653) | > loss_1: 30.64071273803711 (32.09748967488607)  --> STEP: 22 | > loss_disc: 2.4315872192382812 (2.411272796717557) | > loss_disc_real_0: 0.21375209093093872 (0.13740077276121487) | > loss_disc_real_1: 0.21350891888141632 (0.17797299271280115) | > loss_disc_real_2: 0.3407546281814575 (0.2717207785357129) | > loss_disc_real_3: 0.23205846548080444 (0.24811521104790948) | > loss_disc_real_4: 0.2161422073841095 (0.23421741276979446) | > loss_disc_real_5: 0.21373297274112701 (0.22818400236693295) | > loss_0: 2.4315872192382812 (2.411272796717557) | > loss_gen: 2.5057075023651123 (2.383832032030279) | > loss_kl: 2.559572219848633 (3.107690139250322) | > loss_feat: 6.499874591827393 (6.818069566379894) | > loss_mel: 13.30583381652832 (17.197223316539418) | > loss_duration: 2.179727077484131 (2.3612758029590957) | > loss_1: 27.05071449279785 (31.86809080297297)  --> STEP: 23 | > loss_disc: 2.3557868003845215 (2.4088603620943814) | > loss_disc_real_0: 0.05652664229273796 (0.13388450621910716) | > loss_disc_real_1: 0.13042134046554565 (0.17590552957161612) | > loss_disc_real_2: 0.1864454448223114 (0.2680131553307824) | > loss_disc_real_3: 0.25706636905670166 (0.24850439183090045) | > loss_disc_real_4: 0.26249247789382935 (0.2354467634273612) | > loss_disc_real_5: 0.2211499959230423 (0.22787817599980728) | > loss_0: 2.3557868003845215 (2.4088603620943814) | > loss_gen: 2.107339382171631 (2.3718106124712075) | > loss_kl: 2.691873550415039 (3.089611157127049) | > loss_feat: 6.850254535675049 (6.819468912870987) | > loss_mel: 17.387163162231445 (17.20548157069994) | > loss_duration: 2.2691309452056885 (2.3572695047959042) | > loss_1: 31.305761337280273 (31.843641695768937)  --> STEP: 24 | > loss_disc: 2.372008800506592 (2.4073248803615566) | > loss_disc_real_0: 0.10290026664733887 (0.13259349623695016) | > loss_disc_real_1: 0.1477232426404953 (0.17473126761615276) | > loss_disc_real_2: 0.2312374711036682 (0.26648083515465265) | > loss_disc_real_3: 0.2053067535161972 (0.24670449023445448) | > loss_disc_real_4: 0.19957038760185242 (0.23395191443463167) | > loss_disc_real_5: 0.23344364762306213 (0.22811007065077624) | > loss_0: 2.372008800506592 (2.4073248803615566) | > loss_gen: 2.2880613803863525 (2.368321061134339) | > loss_kl: 2.5675060749053955 (3.0678567787011466) | > loss_feat: 7.889291763305664 (6.864044864972432) | > loss_mel: 18.258089065551758 (17.249340216318767) | > loss_duration: 2.423372268676758 (2.3600237866242733) | > loss_1: 33.42631912231445 (31.909586588541668)  --> STEP: 25 | > loss_disc: 2.602827787399292 (2.415144996643066) | > loss_disc_real_0: 0.13969488441944122 (0.1328775517642498) | > loss_disc_real_1: 0.13328032195568085 (0.17307322978973388) | > loss_disc_real_2: 0.31835487484931946 (0.26855579674243935) | > loss_disc_real_3: 0.27146410942077637 (0.24769487500190734) | > loss_disc_real_4: 0.22577577829360962 (0.2336248689889908) | > loss_disc_real_5: 0.30477210879325867 (0.23117655217647554) | > loss_0: 2.602827787399292 (2.415144996643066) | > loss_gen: 2.1476168632507324 (2.3594928932189947) | > loss_kl: 3.227832317352295 (3.0742558002471925) | > loss_feat: 6.29481840133667 (6.841275806427002) | > loss_mel: 16.33478546142578 (17.212758026123048) | > loss_duration: 2.395724058151245 (2.361451797485352) | > loss_1: 30.40077781677246 (31.8492342376709)  --> STEP: 26 | > loss_disc: 2.521883964538574 (2.4192503415621243) | > loss_disc_real_0: 0.06335227191448212 (0.13020350253925875) | > loss_disc_real_1: 0.06589769572019577 (0.1689510938639824) | > loss_disc_real_2: 0.3732522130012512 (0.2725825819831629) | > loss_disc_real_3: 0.14824633300304413 (0.24386993107887414) | > loss_disc_real_4: 0.11551225930452347 (0.22908207630881897) | > loss_disc_real_5: 0.06758034229278564 (0.22488439025787207) | > loss_0: 2.521883964538574 (2.4192503415621243) | > loss_gen: 2.15749454498291 (2.3517237259791455) | > loss_kl: 2.3328304290771484 (3.0457394398175754) | > loss_feat: 16.961009979248047 (7.230496351535503) | > loss_mel: 21.829221725463867 (17.39031432225154) | > loss_duration: 2.302432060241699 (2.3591818075913653) | > loss_1: 45.58298873901367 (32.37745556464562) --> EVAL PERFORMANCE | > avg_loader_time: 0.002607840758103591 (+0.0002236733069786662) | > avg_loss_disc: 2.4192503415621243 (-0.03955797048715448) | > avg_loss_disc_real_0: 0.13020350253925875 (-0.048739368669115574) | > avg_loss_disc_real_1: 0.1689510938639824 (-0.049936238676309586) | > avg_loss_disc_real_2: 0.2725825819831629 (+0.042272828519344385) | > avg_loss_disc_real_3: 0.24386993107887414 (+0.007170976927647205) | > avg_loss_disc_real_4: 0.22908207630881897 (-0.011622312836922138) | > avg_loss_disc_real_5: 0.22488439025787207 (-0.03983939897555569) | > avg_loss_0: 2.4192503415621243 (-0.03955797048715448) | > avg_loss_gen: 2.3517237259791455 (-0.08708015772012434) | > avg_loss_kl: 3.0457394398175754 (+0.10783210167518043) | > avg_loss_feat: 7.230496351535503 (+0.6018519768348103) | > avg_loss_mel: 17.39031432225154 (+0.3484543653634873) | > avg_loss_duration: 2.3591818075913653 (+0.016156563392052625) | > avg_loss_1: 32.37745556464562 (+0.9872150421142578)  > EPOCH: 759/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:47:20)   --> TIME: 2024-06-12 00:47:22 -- STEP: 4/330 -- GLOBAL_STEP: 338475 | > loss_disc: 2.207005739212036 (2.263394057750702) | > loss_disc_real_0: 0.08289346098899841 (0.08990352042019367) | > loss_disc_real_1: 0.140349343419075 (0.1863371692597866) | > loss_disc_real_2: 0.18906092643737793 (0.20209969952702522) | > loss_disc_real_3: 0.18322350084781647 (0.21077075973153114) | > loss_disc_real_4: 0.21295839548110962 (0.2288757748901844) | > loss_disc_real_5: 0.2093406319618225 (0.21056287363171577) | > loss_0: 2.207005739212036 (2.263394057750702) | > grad_norm_0: tensor(6.1570, device='cuda:0') (tensor(5.8212, device='cuda:0')) | > loss_gen: 2.5813474655151367 (2.5174968242645264) | > loss_kl: 1.9603248834609985 (2.016911417245865) | > loss_feat: 6.946882724761963 (6.872209906578064) | > loss_mel: 17.908838272094727 (17.938705921173096) | > loss_duration: 2.1231565475463867 (2.162858247756958) | > loss_1: 31.520549774169922 (31.508182525634766) | > grad_norm_1: tensor(115.0159, device='cuda:0') (tensor(101.9877, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.3815 (0.3891943693161011) | > loader_time: 0.0033 (0.0031072497367858887)  --> TIME: 2024-06-12 00:47:32 -- STEP: 29/330 -- GLOBAL_STEP: 338500 | > loss_disc: 2.4451112747192383 (2.3437558289231917) | > loss_disc_real_0: 0.08973558247089386 (0.10100405663251877) | > loss_disc_real_1: 0.17712406814098358 (0.19881947544114342) | > loss_disc_real_2: 0.2089204639196396 (0.21108780544379663) | > loss_disc_real_3: 0.22358831763267517 (0.22546446580311347) | > loss_disc_real_4: 0.24144577980041504 (0.23104005692334012) | > loss_disc_real_5: 0.2512590289115906 (0.2214910963485981) | > loss_0: 2.4451112747192383 (2.3437558289231917) | > grad_norm_0: tensor(11.4329, device='cuda:0') (tensor(9.1889, device='cuda:0')) | > loss_gen: 2.3677597045898438 (2.4732492381128766) | > loss_kl: 1.96993887424469 (1.9191728953657479) | > loss_feat: 6.2887468338012695 (6.885789427263983) | > loss_mel: 17.06446075439453 (17.507894581761853) | > loss_duration: 2.0050244331359863 (2.024487293999771) | > loss_1: 29.69593048095703 (30.810593637926825) | > grad_norm_1: tensor(166.1562, device='cuda:0') (tensor(105.5417, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.3711 (0.36820167508618584) | > loader_time: 0.0031 (0.0033869250067349137) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_338500.pth  --> TIME: 2024-06-12 00:47:46 -- STEP: 54/330 -- GLOBAL_STEP: 338525 | > loss_disc: 2.2307944297790527 (2.3353576792611004) | > loss_disc_real_0: 0.12220244109630585 (0.10283836929334535) | > loss_disc_real_1: 0.1903391182422638 (0.19672639281661422) | > loss_disc_real_2: 0.2071983963251114 (0.20925743022450694) | > loss_disc_real_3: 0.21601571142673492 (0.22536517238175427) | > loss_disc_real_4: 0.20728622376918793 (0.23041092852751413) | > loss_disc_real_5: 0.20013247430324554 (0.22274950036296137) | > loss_0: 2.2307944297790527 (2.3353576792611004) | > grad_norm_0: tensor(5.9429, device='cuda:0') (tensor(8.6695, device='cuda:0')) | > loss_gen: 2.607389450073242 (2.4748515332186662) | > loss_kl: 2.136491060256958 (1.937505978125113) | > loss_feat: 7.347748279571533 (6.885928516034727) | > loss_mel: 18.337980270385742 (17.383235260292334) | > loss_duration: 1.9519212245941162 (2.000817910388664) | > loss_1: 32.38153076171875 (30.682339279739946) | > grad_norm_1: tensor(49.5832, device='cuda:0') (tensor(107.9031, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.3717 (0.36905867523617214) | > loader_time: 0.0035 (0.0034861034817165798)  --> TIME: 2024-06-12 00:47:55 -- STEP: 79/330 -- GLOBAL_STEP: 338550 | > loss_disc: 2.328263521194458 (2.343590597563151) | > loss_disc_real_0: 0.12415467202663422 (0.10520505160093305) | > loss_disc_real_1: 0.24513021111488342 (0.19777074493939362) | > loss_disc_real_2: 0.20390212535858154 (0.20924436517908604) | > loss_disc_real_3: 0.2028650939464569 (0.2263916745970521) | > loss_disc_real_4: 0.213254913687706 (0.2317983606193639) | > loss_disc_real_5: 0.22008785605430603 (0.22368213873875292) | > loss_0: 2.328263521194458 (2.343590597563151) | > grad_norm_0: tensor(6.8863, device='cuda:0') (tensor(8.7515, device='cuda:0')) | > loss_gen: 2.4744372367858887 (2.4718056268329867) | > loss_kl: 1.9383562803268433 (1.9605016104782684) | > loss_feat: 6.662455081939697 (6.928395349768143) | > loss_mel: 17.395984649658203 (17.35756514344034) | > loss_duration: 1.9468333721160889 (1.9919785834565948) | > loss_1: 30.418066024780273 (30.71024629134166) | > grad_norm_1: tensor(141.9220, device='cuda:0') (tensor(106.4796, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.3899 (0.3699786331080184) | > loader_time: 0.0037 (0.0035802171200136597)  --> TIME: 2024-06-12 00:48:05 -- STEP: 104/330 -- GLOBAL_STEP: 338575 | > loss_disc: 2.300055742263794 (2.353198734613564) | > loss_disc_real_0: 0.08279135823249817 (0.10831937480431335) | > loss_disc_real_1: 0.2171173244714737 (0.19754809212799257) | > loss_disc_real_2: 0.21205486357212067 (0.210152166394087) | > loss_disc_real_3: 0.21315589547157288 (0.227170576986212) | > loss_disc_real_4: 0.2101738452911377 (0.23102350590320733) | > loss_disc_real_5: 0.20355994999408722 (0.22425972039882952) | > loss_0: 2.300055742263794 (2.353198734613564) | > grad_norm_0: tensor(9.5818, device='cuda:0') (tensor(8.5343, device='cuda:0')) | > loss_gen: 2.3541221618652344 (2.4644603179051328) | > loss_kl: 1.957024335861206 (1.9756576923223643) | > loss_feat: 7.032605171203613 (6.909213836376484) | > loss_mel: 17.230010986328125 (17.34406385971949) | > loss_duration: 2.049211025238037 (1.9929790726074805) | > loss_1: 30.622974395751953 (30.686374756006096) | > grad_norm_1: tensor(88.5293, device='cuda:0') (tensor(104.8606, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.3663 (0.37051204305428725) | > loader_time: 0.0039 (0.003695155565555279)  --> TIME: 2024-06-12 00:48:15 -- STEP: 129/330 -- GLOBAL_STEP: 338600 | > loss_disc: 2.4856393337249756 (2.3588199282801416) | > loss_disc_real_0: 0.14518940448760986 (0.110507396706777) | > loss_disc_real_1: 0.18875205516815186 (0.19730964915234914) | > loss_disc_real_2: 0.22947575151920319 (0.21085174936194753) | > loss_disc_real_3: 0.2503475546836853 (0.22793958561364994) | > loss_disc_real_4: 0.2363334596157074 (0.23175901671250662) | > loss_disc_real_5: 0.2357037514448166 (0.2239021341236987) | > loss_0: 2.4856393337249756 (2.3588199282801416) | > grad_norm_0: tensor(13.1966, device='cuda:0') (tensor(8.6798, device='cuda:0')) | > loss_gen: 2.3497965335845947 (2.460301859434261) | > loss_kl: 1.9555116891860962 (1.9804015797238017) | > loss_feat: 6.623612880706787 (6.90418573867443) | > loss_mel: 17.47323989868164 (17.34359886849573) | > loss_duration: 1.9868593215942383 (1.995903769204783) | > loss_1: 30.389019012451172 (30.684391761010932) | > grad_norm_1: tensor(150.9700, device='cuda:0') (tensor(105.1357, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.3756 (0.37333413981652075) | > loader_time: 0.0039 (0.0038136345471522603)  --> TIME: 2024-06-12 00:48:24 -- STEP: 154/330 -- GLOBAL_STEP: 338625 | > loss_disc: 2.299534320831299 (2.363205929855246) | > loss_disc_real_0: 0.11052703857421875 (0.11120503695754262) | > loss_disc_real_1: 0.15779508650302887 (0.19756500732589077) | > loss_disc_real_2: 0.194993257522583 (0.21140941735598948) | > loss_disc_real_3: 0.23201555013656616 (0.22843590485198156) | > loss_disc_real_4: 0.21003492176532745 (0.23196734342869227) | > loss_disc_real_5: 0.19574865698814392 (0.22348873472058928) | > loss_0: 2.299534320831299 (2.363205929855246) | > grad_norm_0: tensor(6.9584, device='cuda:0') (tensor(8.8677, device='cuda:0')) | > loss_gen: 2.504539728164673 (2.4601728188527097) | > loss_kl: 2.0120596885681152 (1.9854997288097034) | > loss_feat: 6.965495586395264 (6.909242010735846) | > loss_mel: 16.79319190979004 (17.31468238459005) | > loss_duration: 2.0053529739379883 (1.9991021156311035) | > loss_1: 30.2806396484375 (30.66869899204799) | > grad_norm_1: tensor(82.0199, device='cuda:0') (tensor(106.3917, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.393 (0.3748337386490463) | > loader_time: 0.0043 (0.0038951124463762555)  --> TIME: 2024-06-12 00:48:35 -- STEP: 179/330 -- GLOBAL_STEP: 338650 | > loss_disc: 2.256725311279297 (2.3667017720931045) | > loss_disc_real_0: 0.1164349615573883 (0.11265738033715574) | > loss_disc_real_1: 0.2389795333147049 (0.19774501899767188) | > loss_disc_real_2: 0.20867586135864258 (0.21173874517725833) | > loss_disc_real_3: 0.20926329493522644 (0.22910589712292123) | > loss_disc_real_4: 0.2345501184463501 (0.23241153051400318) | > loss_disc_real_5: 0.19278205931186676 (0.22311219639618304) | > loss_0: 2.256725311279297 (2.3667017720931045) | > grad_norm_0: tensor(18.3123, device='cuda:0') (tensor(9.9003, device='cuda:0')) | > loss_gen: 2.653547763824463 (2.461359741967483) | > loss_kl: 2.161578416824341 (1.9909632325838398) | > loss_feat: 6.968251705169678 (6.907102371727288) | > loss_mel: 17.676162719726562 (17.29166516245412) | > loss_duration: 2.0580968856811523 (2.006328656020778) | > loss_1: 31.517635345458984 (30.657419087500546) | > grad_norm_1: tensor(315.4012, device='cuda:0') (tensor(124.4216, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.376 (0.3778715839599097) | > loader_time: 0.0044 (0.0039806605717323355)  --> TIME: 2024-06-12 00:48:45 -- STEP: 204/330 -- GLOBAL_STEP: 338675 | > loss_disc: 2.3286681175231934 (2.370303824836131) | > loss_disc_real_0: 0.08179240673780441 (0.11464014397386242) | > loss_disc_real_1: 0.1780043989419937 (0.19782459202642536) | > loss_disc_real_2: 0.19279241561889648 (0.21175719702652857) | > loss_disc_real_3: 0.20235545933246613 (0.2290868830008834) | > loss_disc_real_4: 0.22458729147911072 (0.23245983797253347) | > loss_disc_real_5: 0.22370490431785583 (0.22386424718242065) | > loss_0: 2.3286681175231934 (2.370303824836131) | > grad_norm_0: tensor(24.3464, device='cuda:0') (tensor(11.3768, device='cuda:0')) | > loss_gen: 2.4798762798309326 (2.4603486458460475) | > loss_kl: 2.0887434482574463 (1.9980671779782164) | > loss_feat: 7.644073009490967 (6.916805323432474) | > loss_mel: 17.77606773376465 (17.260564294515884) | > loss_duration: 2.017566680908203 (2.0139092358888377) | > loss_1: 32.006324768066406 (30.649694545596255) | > grad_norm_1: tensor(418.9348, device='cuda:0') (tensor(144.7453, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.4004 (0.38048594488817095) | > loader_time: 0.005 (0.0040793944807613605)  --> TIME: 2024-06-12 00:48:55 -- STEP: 229/330 -- GLOBAL_STEP: 338700 | > loss_disc: 2.370637893676758 (2.3729698449763648) | > loss_disc_real_0: 0.10620058327913284 (0.11690762079438788) | > loss_disc_real_1: 0.21779458224773407 (0.1984069930413925) | > loss_disc_real_2: 0.18664804100990295 (0.21204931194605264) | > loss_disc_real_3: 0.2167232781648636 (0.2295118070585759) | > loss_disc_real_4: 0.22203336656093597 (0.23177458801384054) | > loss_disc_real_5: 0.24379673600196838 (0.22297781979152728) | > loss_0: 2.370637893676758 (2.3729698449763648) | > grad_norm_0: tensor(13.0449, device='cuda:0') (tensor(13.8810, device='cuda:0')) | > loss_gen: 2.655794382095337 (2.464789692491422) | > loss_kl: 1.9507882595062256 (2.000981756693411) | > loss_feat: 6.568191051483154 (6.921049378324284) | > loss_mel: 16.752849578857422 (17.230036489828187) | > loss_duration: 2.1248679161071777 (2.0226256399696076) | > loss_1: 30.052490234375 (30.63948283133028) | > grad_norm_1: tensor(416.5745, device='cuda:0') (tensor(168.3172, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.4136 (0.3832095523067957) | > loader_time: 0.0056 (0.004190030576880842)  --> TIME: 2024-06-12 00:49:06 -- STEP: 254/330 -- GLOBAL_STEP: 338725 | > loss_disc: 2.2839736938476562 (2.3763509209700437) | > loss_disc_real_0: 0.06382502615451813 (0.11798027357247871) | > loss_disc_real_1: 0.1666199415922165 (0.19820225039335687) | > loss_disc_real_2: 0.2187032252550125 (0.2120224558344976) | > loss_disc_real_3: 0.24494965374469757 (0.22990757232810569) | > loss_disc_real_4: 0.23535078763961792 (0.23231209527085148) | > loss_disc_real_5: 0.22845777869224548 (0.2232895823796903) | > loss_0: 2.2839736938476562 (2.3763509209700437) | > grad_norm_0: tensor(52.9732, device='cuda:0') (tensor(16.3386, device='cuda:0')) | > loss_gen: 2.6350197792053223 (2.470769767686137) | > loss_kl: 2.127295732498169 (2.006170381711223) | > loss_feat: 7.632086753845215 (6.940184525617465) | > loss_mel: 17.02518081665039 (17.205096143437185) | > loss_duration: 2.0733225345611572 (2.030402091544447) | > loss_1: 31.492904663085938 (30.652622771075393) | > grad_norm_1: tensor(531.8838, device='cuda:0') (tensor(193.1092, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.4308 (0.38681314029092856) | > loader_time: 0.0059 (0.004315517080111767)  --> TIME: 2024-06-12 00:49:17 -- STEP: 279/330 -- GLOBAL_STEP: 338750 | > loss_disc: 2.3190135955810547 (2.377261836896231) | > loss_disc_real_0: 0.13469906151294708 (0.11929458737586988) | > loss_disc_real_1: 0.17278920114040375 (0.19854762963283015) | > loss_disc_real_2: 0.2351430207490921 (0.21222588686960142) | > loss_disc_real_3: 0.20989978313446045 (0.2296651869371373) | > loss_disc_real_4: 0.21954834461212158 (0.23221131272640708) | > loss_disc_real_5: 0.23584656417369843 (0.22317579596914272) | > loss_0: 2.3190135955810547 (2.377261836896231) | > grad_norm_0: tensor(16.0440, device='cuda:0') (tensor(17.2025, device='cuda:0')) | > loss_gen: 2.5862317085266113 (2.4677736502821723) | > loss_kl: 1.9173988103866577 (2.0100841526489517) | > loss_feat: 7.572897434234619 (6.94062461135208) | > loss_mel: 17.03656578063965 (17.158217457460253) | > loss_duration: 2.12990665435791 (2.0400772325454244) | > loss_1: 31.243000030517578 (30.616776982515944) | > grad_norm_1: tensor(140.6727, device='cuda:0') (tensor(204.4572, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.4489 (0.39158065686516436) | > loader_time: 0.0064 (0.004463391492016426)  --> TIME: 2024-06-12 00:49:29 -- STEP: 304/330 -- GLOBAL_STEP: 338775 | > loss_disc: 2.490868091583252 (2.3813968959607545) | > loss_disc_real_0: 0.13282066583633423 (0.12111512554417316) | > loss_disc_real_1: 0.16408704221248627 (0.19855483900755636) | > loss_disc_real_2: 0.20883844792842865 (0.21257690144212624) | > loss_disc_real_3: 0.2148749977350235 (0.2300177006737182) | > loss_disc_real_4: 0.27004769444465637 (0.23258541362654223) | > loss_disc_real_5: 0.2674534022808075 (0.2233967026205439) | > loss_0: 2.490868091583252 (2.3813968959607545) | > grad_norm_0: tensor(15.5156, device='cuda:0') (tensor(17.9426, device='cuda:0')) | > loss_gen: 2.380051374435425 (2.46299765298241) | > loss_kl: 2.151637554168701 (2.0174325543798886) | > loss_feat: 7.255042552947998 (6.935854784752193) | > loss_mel: 16.78019142150879 (17.121552348136913) | > loss_duration: 2.1932106018066406 (2.05091218101351) | > loss_1: 30.7601318359375 (30.588749408721924) | > grad_norm_1: tensor(62.9375, device='cuda:0') (tensor(216.7104, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 0.476 (0.3980577227316405) | > loader_time: 0.0069 (0.004632705136349325)  --> TIME: 2024-06-12 00:49:58 -- STEP: 329/330 -- GLOBAL_STEP: 338800 | > loss_disc: 2.574179172515869 (2.385140025506989) | > loss_disc_real_0: 0.18371324241161346 (0.12284340974407718) | > loss_disc_real_1: 0.15491563081741333 (0.19868273480503754) | > loss_disc_real_2: 0.2228645384311676 (0.21253676051245635) | > loss_disc_real_3: 0.3284461498260498 (0.23031231235588212) | > loss_disc_real_4: 0.23906034231185913 (0.23280036549075397) | > loss_disc_real_5: 0.17994585633277893 (0.22365923031122847) | > loss_0: 2.574179172515869 (2.385140025506989) | > grad_norm_0: tensor(11.4900, device='cuda:0') (tensor(18.3697, device='cuda:0')) | > loss_gen: 2.040820360183716 (2.459367425970755) | > loss_kl: 2.1774818897247314 (2.0276629732734874) | > loss_feat: 11.11449146270752 (7.017311931018772) | > loss_mel: 17.279455184936523 (17.086965995719012) | > loss_duration: 2.285658359527588 (2.065451903183773) | > loss_1: 34.89790725708008 (30.65676016068386) | > grad_norm_1: tensor(118.2928, device='cuda:0') (tensor(223.1767, device='cuda:0')) | > current_lr_0: 0.0001818962439569837 | > current_lr_1: 0.0001818962439569837 | > step_time: 14.9786 (0.45569698281563525) | > loader_time: 0.0342 (0.005095077503053612)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4958724975585938 (2.4958724975585938) | > loss_disc_real_0: 0.14094457030296326 (0.14094457030296326) | > loss_disc_real_1: 0.17589722573757172 (0.17589722573757172) | > loss_disc_real_2: 0.27876347303390503 (0.27876347303390503) | > loss_disc_real_3: 0.2565210461616516 (0.2565210461616516) | > loss_disc_real_4: 0.2263045608997345 (0.2263045608997345) | > loss_disc_real_5: 0.31638768315315247 (0.31638768315315247) | > loss_0: 2.4958724975585938 (2.4958724975585938) | > loss_gen: 2.3402857780456543 (2.3402857780456543) | > loss_kl: 2.5154404640197754 (2.5154404640197754) | > loss_feat: 6.840306282043457 (6.840306282043457) | > loss_mel: 16.169143676757812 (16.169143676757812) | > loss_duration: 2.935502052307129 (2.935502052307129) | > loss_1: 30.800678253173828 (30.800678253173828)  --> STEP: 1 | > loss_disc: 2.3128674030303955 (2.3128674030303955) | > loss_disc_real_0: 0.05084051936864853 (0.05084051936864853) | > loss_disc_real_1: 0.12741278111934662 (0.12741278111934662) | > loss_disc_real_2: 0.1856355518102646 (0.1856355518102646) | > loss_disc_real_3: 0.2215963900089264 (0.2215963900089264) | > loss_disc_real_4: 0.20993156731128693 (0.20993156731128693) | > loss_disc_real_5: 0.20297326147556305 (0.20297326147556305) | > loss_0: 2.3128674030303955 (2.3128674030303955) | > loss_gen: 2.034310817718506 (2.034310817718506) | > loss_kl: 2.2833473682403564 (2.2833473682403564) | > loss_feat: 6.7318501472473145 (6.7318501472473145) | > loss_mel: 16.901382446289062 (16.901382446289062) | > loss_duration: 2.579310894012451 (2.579310894012451) | > loss_1: 30.530202865600586 (30.530202865600586)  --> STEP: 2 | > loss_disc: 2.2314414978027344 (2.272154450416565) | > loss_disc_real_0: 0.07290983945131302 (0.061875179409980774) | > loss_disc_real_1: 0.1745203733444214 (0.150966577231884) | > loss_disc_real_2: 0.20570878684520721 (0.1956721693277359) | > loss_disc_real_3: 0.24217741191387177 (0.23188690096139908) | > loss_disc_real_4: 0.15457093715667725 (0.1822512522339821) | > loss_disc_real_5: 0.13464584946632385 (0.16880955547094345) | > loss_0: 2.2314414978027344 (2.272154450416565) | > loss_gen: 2.3357248306274414 (2.1850178241729736) | > loss_kl: 3.441735029220581 (2.8625411987304688) | > loss_feat: 6.458741664886475 (6.5952959060668945) | > loss_mel: 18.613767623901367 (17.757575035095215) | > loss_duration: 2.446201801300049 (2.51275634765625) | > loss_1: 33.29616928100586 (31.913186073303223)  --> STEP: 3 | > loss_disc: 2.1812431812286377 (2.2418506940205893) | > loss_disc_real_0: 0.0964130237698555 (0.07338779419660568) | > loss_disc_real_1: 0.1773035079240799 (0.15974555412928262) | > loss_disc_real_2: 0.19103892147541046 (0.19412775337696075) | > loss_disc_real_3: 0.2088463455438614 (0.22420671582221985) | > loss_disc_real_4: 0.1620161384344101 (0.1755062143007914) | > loss_disc_real_5: 0.13918694853782654 (0.15893535315990448) | > loss_0: 2.1812431812286377 (2.2418506940205893) | > loss_gen: 2.302062511444092 (2.224032719930013) | > loss_kl: 3.0411264896392822 (2.9220696290334067) | > loss_feat: 7.54353141784668 (6.911374409993489) | > loss_mel: 18.089614868164062 (17.868254979451496) | > loss_duration: 2.3709022998809814 (2.4654716650644937) | > loss_1: 33.34723663330078 (32.39120292663574)  --> STEP: 4 | > loss_disc: 2.368337631225586 (2.2734724283218384) | > loss_disc_real_0: 0.1562255322933197 (0.09409722872078419) | > loss_disc_real_1: 0.20166167616844177 (0.17022458463907242) | > loss_disc_real_2: 0.2378719300031662 (0.20506379753351212) | > loss_disc_real_3: 0.2522798776626587 (0.23122500628232956) | > loss_disc_real_4: 0.21983058750629425 (0.18658730760216713) | > loss_disc_real_5: 0.1684141904115677 (0.16130506247282028) | > loss_0: 2.368337631225586 (2.2734724283218384) | > loss_gen: 2.4030096530914307 (2.2687769532203674) | > loss_kl: 3.887282609939575 (3.1633728742599487) | > loss_feat: 6.416662216186523 (6.787696361541748) | > loss_mel: 17.1971378326416 (17.700475692749023) | > loss_duration: 2.410365581512451 (2.451695144176483) | > loss_1: 32.314456939697266 (32.37201642990112)  --> STEP: 5 | > loss_disc: 2.2560579776763916 (2.269989538192749) | > loss_disc_real_0: 0.12074322253465652 (0.09942642748355865) | > loss_disc_real_1: 0.20240335166454315 (0.17666033804416656) | > loss_disc_real_2: 0.25088220834732056 (0.21422747969627381) | > loss_disc_real_3: 0.2685713768005371 (0.23869428038597107) | > loss_disc_real_4: 0.22448062896728516 (0.19416597187519075) | > loss_disc_real_5: 0.25384780764579773 (0.17981361150741576) | > loss_0: 2.2560579776763916 (2.269989538192749) | > loss_gen: 2.6532535552978516 (2.345672273635864) | > loss_kl: 2.7592110633850098 (3.082540512084961) | > loss_feat: 5.583374977111816 (6.546832084655762) | > loss_mel: 17.582183837890625 (17.676817321777342) | > loss_duration: 2.3062076568603516 (2.422597646713257) | > loss_1: 30.884231567382812 (32.07445945739746)  --> STEP: 6 | > loss_disc: 2.5841617584228516 (2.322351574897766) | > loss_disc_real_0: 0.1178143173456192 (0.10249107579390208) | > loss_disc_real_1: 0.21049843728542328 (0.1823000212510427) | > loss_disc_real_2: 0.24985116720199585 (0.22016476094722748) | > loss_disc_real_3: 0.2856292128562927 (0.2465167691310247) | > loss_disc_real_4: 0.24905169010162354 (0.2033135915795962) | > loss_disc_real_5: 0.2553558945655823 (0.1924039920171102) | > loss_0: 2.5841617584228516 (2.322351574897766) | > loss_gen: 2.1024365425109863 (2.3051329851150513) | > loss_kl: 2.924600839614868 (3.0562172333399453) | > loss_feat: 5.85258674621582 (6.4311245282491045) | > loss_mel: 18.463966369628906 (17.808008829752605) | > loss_duration: 2.231489419937134 (2.390746275583903) | > loss_1: 31.5750789642334 (31.99122937520345)  --> STEP: 7 | > loss_disc: 2.4827029705047607 (2.3452589171273366) | > loss_disc_real_0: 0.1354997456073761 (0.1072066000529698) | > loss_disc_real_1: 0.17320124804973602 (0.18100019650799887) | > loss_disc_real_2: 0.22275036573410034 (0.2205341330596379) | > loss_disc_real_3: 0.20535235106945038 (0.2406361379793712) | > loss_disc_real_4: 0.20317521691322327 (0.20329382377011435) | > loss_disc_real_5: 0.2056204229593277 (0.19429205358028412) | > loss_0: 2.4827029705047607 (2.3452589171273366) | > loss_gen: 2.1305794715881348 (2.2801967688969205) | > loss_kl: 4.024773120880127 (3.1945823601314) | > loss_feat: 5.401149749755859 (6.283985274178641) | > loss_mel: 15.992377281188965 (17.548632894243514) | > loss_duration: 2.5799975395202637 (2.4177821704319546) | > loss_1: 30.128877639770508 (31.72517912728446)  --> STEP: 8 | > loss_disc: 2.728454351425171 (2.393158346414566) | > loss_disc_real_0: 0.09502333402633667 (0.10568369179964066) | > loss_disc_real_1: 0.12327399104833603 (0.17378442082554102) | > loss_disc_real_2: 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loss_disc_real_5: 0.22870934009552002 (0.19740782015853459) | > loss_0: 2.6380813121795654 (2.4203720092773438) | > loss_gen: 2.096646308898926 (2.2300519943237305) | > loss_kl: 2.556560754776001 (3.135616938273112) | > loss_feat: 6.669132232666016 (6.816291597154406) | > loss_mel: 19.283166885375977 (17.832981639438206) | > loss_duration: 2.203428030014038 (2.376669724782308) | > loss_1: 32.80893325805664 (32.391611099243164)  --> STEP: 10 | > loss_disc: 2.316706657409668 (2.410005474090576) | > loss_disc_real_0: 0.11018975079059601 (0.11155923753976822) | > loss_disc_real_1: 0.20238512754440308 (0.17698845341801644) | > loss_disc_real_2: 0.2483624368906021 (0.22785650342702865) | > loss_disc_real_3: 0.2236839383840561 (0.2420494943857193) | > loss_disc_real_4: 0.1752372682094574 (0.1998037204146385) | > loss_disc_real_5: 0.18776144087314606 (0.19644318222999574) | > loss_0: 2.316706657409668 (2.410005474090576) | > loss_gen: 2.2644972801208496 (2.2334965229034425) | > loss_kl: 2.9091978073120117 (3.112975025177002) | > loss_feat: 6.192014694213867 (6.753863906860351) | > loss_mel: 17.650297164916992 (17.814713191986083) | > loss_duration: 2.366243362426758 (2.3756270885467528) | > loss_1: 31.382251739501953 (32.29067516326904)  --> STEP: 11 | > loss_disc: 2.5003628730773926 (2.4182197830893775) | > loss_disc_real_0: 0.11713088303804398 (0.1120657507668842) | > loss_disc_real_1: 0.20269542932510376 (0.17932545122775165) | > loss_disc_real_2: 0.25643882155418396 (0.23045489598404278) | > loss_disc_real_3: 0.24186347424983978 (0.2420325834642757) | > loss_disc_real_4: 0.27485570311546326 (0.20662662793289532) | > loss_disc_real_5: 0.2655864357948303 (0.2027289325540716) | > loss_0: 2.5003628730773926 (2.4182197830893775) | > loss_gen: 2.323014736175537 (2.2416345422918145) | > loss_kl: 3.3404314517974854 (3.1336528821425005) | > loss_feat: 5.929656982421875 (6.678936004638672) | > loss_mel: 16.573287963867188 (17.701856353066184) | > loss_duration: 2.488347053527832 (2.3858743580904873) | > loss_1: 30.654739379882812 (32.14195372841575)  --> STEP: 12 | > loss_disc: 2.2489120960235596 (2.404110809167226) | > loss_disc_real_0: 0.0623357817530632 (0.10792158668239911) | > loss_disc_real_1: 0.1477833390235901 (0.17669694187740484) | > loss_disc_real_2: 0.1565151810646057 (0.22429325307408968) | > loss_disc_real_3: 0.22385844588279724 (0.2405180719991525) | > loss_disc_real_4: 0.13760972023010254 (0.20087521895766258) | > loss_disc_real_5: 0.1849336326122284 (0.20124599089225134) | > loss_0: 2.2489120960235596 (2.404110809167226) | > loss_gen: 2.059560775756836 (2.2264617284139) | > loss_kl: 2.8405628204345703 (3.109228710333506) | > loss_feat: 7.211560249328613 (6.723321358362834) | > loss_mel: 16.727025985717773 (17.620620489120483) | > loss_duration: 2.2613987922668457 (2.3755013942718506) | > loss_1: 31.100107192993164 (32.0551331837972)  --> STEP: 13 | > loss_disc: 2.2886881828308105 (2.395232145602886) | > loss_disc_real_0: 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loss_disc_real_3: 0.263625830411911 (0.23903675377368927) | > loss_disc_real_4: 0.21416132152080536 (0.19895104957478388) | > loss_disc_real_5: 0.23351067304611206 (0.200920504118715) | > loss_0: 2.4500110149383545 (2.3991449219839915) | > loss_gen: 2.091186046600342 (2.218325138092041) | > loss_kl: 3.5984556674957275 (3.147924372128078) | > loss_feat: 6.811678886413574 (6.7173599515642435) | > loss_mel: 18.43351173400879 (17.64771577290126) | > loss_duration: 2.426335334777832 (2.3720194612230574) | > loss_1: 33.361167907714844 (32.10334437234061)  --> STEP: 15 | > loss_disc: 2.446227550506592 (2.402283763885498) | > loss_disc_real_0: 0.142523393034935 (0.11026446521282196) | > loss_disc_real_1: 0.26305973529815674 (0.18044411639372507) | > loss_disc_real_2: 0.23141124844551086 (0.22385559479395548) | > loss_disc_real_3: 0.2523958683013916 (0.23992736140886942) | > loss_disc_real_4: 0.1820162832736969 (0.1978220651547114) | > loss_disc_real_5: 0.2079692780971527 (0.2013904223839442) | > loss_0: 2.446227550506592 (2.402283763885498) | > loss_gen: 2.333512306213379 (2.2260042826334634) | > loss_kl: 3.5817761421203613 (3.176847823460897) | > loss_feat: 6.380293369293213 (6.694888846079508) | > loss_mel: 15.989777565002441 (17.53718655904134) | > loss_duration: 2.335325241088867 (2.369573179880778) | > loss_1: 30.620683670043945 (32.00450032552083)  --> STEP: 16 | > loss_disc: 2.8672165870666504 (2.43134206533432) | > loss_disc_real_0: 0.2139246016740799 (0.11674322374165058) | > loss_disc_real_1: 0.24718528985977173 (0.184615439735353) | > loss_disc_real_2: 0.206608384847641 (0.22277764417231083) | > loss_disc_real_3: 0.35975226759910583 (0.2474164180457592) | > loss_disc_real_4: 0.24731028079986572 (0.20091507863253355) | > loss_disc_real_5: 0.29557543992996216 (0.20727698598057032) | > loss_0: 2.8672165870666504 (2.43134206533432) | > loss_gen: 2.0661540031433105 (2.216013640165329) | > loss_kl: 2.6655397415161133 (3.144891068339348) | > loss_feat: 5.9007887840271 (6.645257592201233) | > loss_mel: 14.93370532989502 (17.374468982219696) | > loss_duration: 2.3878612518310547 (2.3707161843776703) | > loss_1: 27.954050064086914 (31.75134718418121)  --> STEP: 17 | > loss_disc: 2.5972900390625 (2.4411037108477425) | > loss_disc_real_0: 0.17404460906982422 (0.12011389346683726) | > loss_disc_real_1: 0.216924786567688 (0.18651598954901977) | > loss_disc_real_2: 0.2755800485610962 (0.22588366795988643) | > loss_disc_real_3: 0.3040539026260376 (0.25074803478577556) | > loss_disc_real_4: 0.270352303981781 (0.20499962130013635) | > loss_disc_real_5: 0.3897760510444641 (0.21801222510197582) | > loss_0: 2.5972900390625 (2.4411037108477425) | > loss_gen: 2.530082941055298 (2.2344883049235627) | > loss_kl: 2.6534171104431152 (3.1159808355219223) | > loss_feat: 5.70065450668335 (6.589692704817828) | > loss_mel: 16.964317321777344 (17.35034241395838) | > loss_duration: 2.4336190223693848 (2.3744163513183594) | > loss_1: 30.28209114074707 (31.66492035809685)  --> STEP: 18 | > loss_disc: 2.490525245666504 (2.443849351671007) | > loss_disc_real_0: 0.11111447215080261 (0.11961392561594646) | > loss_disc_real_1: 0.12668617069721222 (0.18319211072391933) | > loss_disc_real_2: 0.16864004731178284 (0.22270346681276956) | > loss_disc_real_3: 0.22047004103660583 (0.2490659240219328) | > loss_disc_real_4: 0.1959645301103592 (0.20449767178959316) | > loss_disc_real_5: 0.2405959963798523 (0.21926687906185785) | > loss_0: 2.490525245666504 (2.443849351671007) | > loss_gen: 2.0139691829681396 (2.2222372425927057) | > loss_kl: 2.716935396194458 (3.0938116444481745) | > loss_feat: 7.335277557373047 (6.63111408551534) | > loss_mel: 16.433887481689453 (17.29942825105455) | > loss_duration: 2.235375165939331 (2.3666918410195246) | > loss_1: 30.735443115234375 (31.61328273349338)  --> STEP: 19 | > loss_disc: 2.65516996383667 (2.4549714891534102) | > loss_disc_real_0: 0.1587114781141281 (0.12167169153690338) | > loss_disc_real_1: 0.2787777781486511 (0.18822293532522102) | > loss_disc_real_2: 0.1803676038980484 (0.22047526350146845) | > loss_disc_real_3: 0.29062485694885254 (0.25125323628124435) | > loss_disc_real_4: 0.25366097688674927 (0.2070852141631277) | > loss_disc_real_5: 0.23712106049060822 (0.22020657282126577) | > loss_0: 2.65516996383667 (2.4549714891534102) | > loss_gen: 2.36269474029541 (2.2296297424717952) | > loss_kl: 1.647504448890686 (3.017690213103043) | > loss_feat: 7.393160343170166 (6.671221783286647) | > loss_mel: 16.385385513305664 (17.25132073854145) | > loss_duration: 2.3768157958984375 (2.3672246807499935) | > loss_1: 30.16556167602539 (31.537086888363486)  --> STEP: 20 | > loss_disc: 2.696134567260742 (2.467029643058777) | > loss_disc_real_0: 0.21049296855926514 (0.12611275538802147) | > loss_disc_real_1: 0.17879639565944672 (0.18775160834193233) | > loss_disc_real_2: 0.233802929520607 (0.22114164680242537) | > loss_disc_real_3: 0.2324092835187912 (0.25031103864312165) | > loss_disc_real_4: 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(17.065117489207875) | > loss_duration: 2.219553232192993 (2.3490836078470405) | > loss_1: 30.319883346557617 (31.142342480746183)  --> STEP: 23 | > loss_disc: 2.556190252304077 (2.4669333748195483) | > loss_disc_real_0: 0.0984397679567337 (0.12546098685782886) | > loss_disc_real_1: 0.1881750524044037 (0.186946121894795) | > loss_disc_real_2: 0.22299262881278992 (0.21969433711922687) | > loss_disc_real_3: 0.2655833065509796 (0.24957356180833726) | > loss_disc_real_4: 0.24164330959320068 (0.20923047674738843) | > loss_disc_real_5: 0.23412355780601501 (0.21605973463991415) | > loss_0: 2.556190252304077 (2.4669333748195483) | > loss_gen: 2.2324674129486084 (2.2089256670164024) | > loss_kl: 3.0264358520507812 (2.987846255302429) | > loss_feat: 7.185299396514893 (6.5625028402908985) | > loss_mel: 17.21806526184082 (17.071767392365828) | > loss_duration: 2.318877696990967 (2.347770307375037) | > loss_1: 31.98114585876465 (31.17881219283394)  --> STEP: 24 | > loss_disc: 2.4783449172973633 (2.467408855756124) | > loss_disc_real_0: 0.1865970939397812 (0.1280083246529102) | > loss_disc_real_1: 0.23011291027069092 (0.188744738077124) | > loss_disc_real_2: 0.2733655273914337 (0.22193063671390215) | > loss_disc_real_3: 0.26770010590553284 (0.25032883447905374) | > loss_disc_real_4: 0.23900185525417328 (0.21047095085183778) | > loss_disc_real_5: 0.21645709872245789 (0.2160762914766868) | > loss_0: 2.4783449172973633 (2.467408855756124) | > loss_gen: 2.3931307792663574 (2.216600880026817) | > loss_kl: 2.4473066329956055 (2.9653237710396447) | > loss_feat: 4.9718017578125 (6.496223628520966) | > loss_mel: 16.836387634277344 (17.061959902445476) | > loss_duration: 2.389636516571045 (2.349514732758204) | > loss_1: 29.038265228271484 (31.089622735977173)  --> STEP: 25 | > loss_disc: 2.45145583152771 (2.466770734786987) | > loss_disc_real_0: 0.17245645821094513 (0.12978624999523158) | > loss_disc_real_1: 0.21842306852340698 (0.18993187129497532) | > loss_disc_real_2: 0.17161661386489868 (0.21991807579994202) | > loss_disc_real_3: 0.19812889397144318 (0.24824083685874931) | > loss_disc_real_4: 0.16771559417247772 (0.2087607365846634) | > loss_disc_real_5: 0.2855614423751831 (0.21885569751262665) | > loss_0: 2.45145583152771 (2.466770734786987) | > loss_gen: 2.329840660095215 (2.2211304712295528) | > loss_kl: 2.7762086391448975 (2.957759165763855) | > loss_feat: 8.500909805297852 (6.576411075592041) | > loss_mel: 16.83417510986328 (17.052848510742187) | > loss_duration: 2.369706153869629 (2.350322389602661) | > loss_1: 32.81084060668945 (31.158471450805663)  --> STEP: 26 | > loss_disc: 2.514348030090332 (2.468600630760193) | > loss_disc_real_0: 0.11417089402675629 (0.12918565938105947) | > loss_disc_real_1: 0.2676895558834076 (0.19292255147145349) | > loss_disc_real_2: 0.14699427783489227 (0.2171133143397478) | > loss_disc_real_3: 0.2221938818693161 (0.24723903089761728) | > loss_disc_real_4: 0.16408750414848328 (0.207042535337118) | > loss_disc_real_5: 0.22307801246643066 (0.2190180942416191) | > loss_0: 2.514348030090332 (2.468600630760193) | > loss_gen: 1.9181878566741943 (2.209478832208193) | > loss_kl: 2.294933319091797 (2.9322658639687758) | > loss_feat: 5.452403545379639 (6.533180016737718) | > loss_mel: 13.996063232421875 (16.935279846191406) | > loss_duration: 2.332979679107666 (2.3496553622759304) | > loss_1: 25.99456787109375 (30.9598597746629) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024677148232093225 (-0.0001401259348942684) | > avg_loss_disc: 2.468600630760193 (+0.04935028919806861) | > avg_loss_disc_real_0: 0.12918565938105947 (-0.0010178431581992775) | > avg_loss_disc_real_1: 0.19292255147145349 (+0.023971457607471075) | > avg_loss_disc_real_2: 0.2171133143397478 (-0.05546926764341509) | > avg_loss_disc_real_3: 0.24723903089761728 (+0.003369099818743143) | > avg_loss_disc_real_4: 0.207042535337118 (-0.022039540971700966) | > avg_loss_disc_real_5: 0.2190180942416191 (-0.005866296016252964) | > avg_loss_0: 2.468600630760193 (+0.04935028919806861) | > avg_loss_gen: 2.209478832208193 (-0.14224489377095262) | > avg_loss_kl: 2.9322658639687758 (-0.11347357584879969) | > avg_loss_feat: 6.533180016737718 (-0.6973163347977858) | > avg_loss_mel: 16.935279846191406 (-0.4550344760601348) | > avg_loss_duration: 2.3496553622759304 (-0.009526445315434895) | > avg_loss_1: 30.9598597746629 (-1.4175957899827232)  > EPOCH: 760/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:50:04)   --> TIME: 2024-06-12 00:50:14 -- STEP: 24/330 -- GLOBAL_STEP: 338825 | > loss_disc: 2.4038774967193604 (2.3294224540392556) | > loss_disc_real_0: 0.09638094902038574 (0.10336861511071523) | > loss_disc_real_1: 0.20930014550685883 (0.19696543303628763) | > loss_disc_real_2: 0.1774783432483673 (0.20771188661456108) | > loss_disc_real_3: 0.2308582216501236 (0.22343166855474314) | > loss_disc_real_4: 0.2242201864719391 (0.2273413296788931) | > loss_disc_real_5: 0.2184401899576187 (0.21859731835623583) | > loss_0: 2.4038774967193604 (2.3294224540392556) | > grad_norm_0: tensor(9.5350, device='cuda:0') (tensor(8.9676, device='cuda:0')) | > loss_gen: 2.4556944370269775 (2.4703654746214547) | > loss_kl: 1.9188449382781982 (1.939540907740593) | > loss_feat: 7.007391929626465 (6.887136260668437) | > loss_mel: 17.51919174194336 (17.47897505760193) | > loss_duration: 1.9510960578918457 (2.0358181446790695) | > loss_1: 30.852218627929688 (30.811835686365765) | > grad_norm_1: tensor(99.0792, device='cuda:0') (tensor(96.9953, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.363 (0.3677578965822856) | > loader_time: 0.0036 (0.003240277369817098)  --> TIME: 2024-06-12 00:50:23 -- STEP: 49/330 -- GLOBAL_STEP: 338850 | > loss_disc: 2.2571306228637695 (2.3479643549237927) | > loss_disc_real_0: 0.09018835425376892 (0.10444630773700013) | > loss_disc_real_1: 0.19950982928276062 (0.19661602803639003) | > loss_disc_real_2: 0.2039593756198883 (0.2110048754482853) | > loss_disc_real_3: 0.22679390013217926 (0.22677023708820343) | > loss_disc_real_4: 0.22046403586864471 (0.23318483482818214) | > loss_disc_real_5: 0.1945745199918747 (0.2231857779682899) | > loss_0: 2.2571306228637695 (2.3479643549237927) | > grad_norm_0: tensor(12.9728, device='cuda:0') (tensor(10.9756, device='cuda:0')) | > loss_gen: 2.436506509780884 (2.4778424331120075) | > loss_kl: 1.867079257965088 (1.9352827120800407) | > loss_feat: 6.895860195159912 (6.953532043768435) | > loss_mel: 16.94537353515625 (17.389625977496706) | > loss_duration: 1.9397802352905273 (1.9999862666032753) | > loss_1: 30.084598541259766 (30.756269260328644) | > grad_norm_1: tensor(88.0306, device='cuda:0') (tensor(128.9084, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.3604 (0.3621922609757404) | > loader_time: 0.0037 (0.0033666892927520127)  --> TIME: 2024-06-12 00:50:32 -- STEP: 74/330 -- GLOBAL_STEP: 338875 | > loss_disc: 2.272454261779785 (2.3470170658987914) | > loss_disc_real_0: 0.08384893834590912 (0.10620189125876169) | > loss_disc_real_1: 0.19082997739315033 (0.19553887159437744) | > loss_disc_real_2: 0.18434974551200867 (0.20932595653308406) | > loss_disc_real_3: 0.22057990729808807 (0.22772609200832006) | > loss_disc_real_4: 0.23405562341213226 (0.23309304967925354) | > loss_disc_real_5: 0.2136680781841278 (0.22353492959125623) | > loss_0: 2.272454261779785 (2.3470170658987914) | > grad_norm_0: tensor(22.0055, device='cuda:0') (tensor(13.0227, device='cuda:0')) | > loss_gen: 2.5875601768493652 (2.478567706572042) | > loss_kl: 2.209343910217285 (1.9451030218923413) | > loss_feat: 6.986997604370117 (6.9524458421243205) | > loss_mel: 17.393903732299805 (17.384783345299798) | > loss_duration: 1.9265928268432617 (1.987556559008521) | > loss_1: 31.10439682006836 (30.748456336356497) | > grad_norm_1: tensor(323.7916, device='cuda:0') (tensor(167.7406, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.3758 (0.3629645721332446) | > loader_time: 0.0037 (0.003435286315711769)  --> TIME: 2024-06-12 00:50:42 -- STEP: 99/330 -- GLOBAL_STEP: 338900 | > loss_disc: 2.307889938354492 (2.3460453399504066) | > loss_disc_real_0: 0.1150137186050415 (0.10848882154683874) | > loss_disc_real_1: 0.1893789917230606 (0.19560165071126187) | > loss_disc_real_2: 0.20880594849586487 (0.208617608505066) | > loss_disc_real_3: 0.23856857419013977 (0.22791110581219798) | > loss_disc_real_4: 0.21798604726791382 (0.23189288422916876) | > loss_disc_real_5: 0.21406656503677368 (0.22212938452609862) | > loss_0: 2.307889938354492 (2.3460453399504066) | > grad_norm_0: tensor(8.5174, device='cuda:0') (tensor(16.1376, device='cuda:0')) | > loss_gen: 2.5465104579925537 (2.481147850402676) | > loss_kl: 2.175644874572754 (1.9633215689899945) | > loss_feat: 6.917581558227539 (6.927514822796137) | > loss_mel: 17.947917938232422 (17.33158567216661) | > loss_duration: 2.0102498531341553 (1.9884152388331866) | > loss_1: 31.5979061126709 (30.69198506287854) | > grad_norm_1: tensor(91.7984, device='cuda:0') (tensor(208.9521, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.3608 (0.3643571198588669) | > loader_time: 0.0042 (0.0035724856636740947)  --> TIME: 2024-06-12 00:50:51 -- STEP: 124/330 -- GLOBAL_STEP: 338925 | > loss_disc: 2.2720165252685547 (2.3396054448619963) | > loss_disc_real_0: 0.07614671438932419 (0.10889299766671273) | > loss_disc_real_1: 0.1777486652135849 (0.19389111092013697) | > loss_disc_real_2: 0.2351079136133194 (0.20902015052495465) | > loss_disc_real_3: 0.21920770406723022 (0.22784707154477796) | > loss_disc_real_4: 0.2107831835746765 (0.2311083472544147) | > loss_disc_real_5: 0.17613670229911804 (0.22117838299562853) | > loss_0: 2.2720165252685547 (2.3396054448619963) | > grad_norm_0: tensor(13.7019, device='cuda:0') (tensor(17.6933, device='cuda:0')) | > loss_gen: 2.6173930168151855 (2.4975092372586634) | > loss_kl: 2.0214693546295166 (1.9709659286083714) | > loss_feat: 7.585844039916992 (6.958851337432861) | > loss_mel: 17.346813201904297 (17.32393267077784) | > loss_duration: 2.0096678733825684 (1.9931643980164682) | > loss_1: 31.581188201904297 (30.744423589398785) | > grad_norm_1: tensor(454.0684, device='cuda:0') (tensor(235.4514, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.3599 (0.36484908288524986) | > loader_time: 0.0039 (0.0036546261079849736)  --> TIME: 2024-06-12 00:51:01 -- STEP: 149/330 -- GLOBAL_STEP: 338950 | > loss_disc: 2.279405355453491 (2.3446505197742638) | > loss_disc_real_0: 0.1257694661617279 (0.10989444702863693) | > loss_disc_real_1: 0.19242528080940247 (0.19473815204313139) | > loss_disc_real_2: 0.19314582645893097 (0.21060388860286483) | > loss_disc_real_3: 0.24636787176132202 (0.2280218745238029) | > loss_disc_real_4: 0.23158632218837738 (0.2307718628204909) | > loss_disc_real_5: 0.1981825828552246 (0.22079118576225817) | > loss_0: 2.279405355453491 (2.3446505197742638) | > grad_norm_0: tensor(10.0023, device='cuda:0') (tensor(19.9166, device='cuda:0')) | > loss_gen: 2.759519100189209 (2.5011868556873895) | > loss_kl: 2.1049153804779053 (1.9763196602763746) | > loss_feat: 6.860025882720947 (6.975941360396827) | > loss_mel: 16.995649337768555 (17.331107216393384) | > loss_duration: 2.0194926261901855 (1.996917072558563) | > loss_1: 30.73960304260254 (30.78147217411323) | > grad_norm_1: tensor(386.4933, device='cuda:0') (tensor(258.0945, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.3698 (0.36586102383248753) | > loader_time: 0.004 (0.0037531468692241898)  --> TIME: 2024-06-12 00:51:10 -- STEP: 174/330 -- GLOBAL_STEP: 338975 | > loss_disc: 2.307529926300049 (2.3445586582710005) | > loss_disc_real_0: 0.09385219216346741 (0.11028330212180641) | > loss_disc_real_1: 0.18708360195159912 (0.19445106729693795) | > loss_disc_real_2: 0.1945120245218277 (0.21062596621869625) | > loss_disc_real_3: 0.22764159739017487 (0.228057314095826) | > loss_disc_real_4: 0.2035854309797287 (0.23086335261662802) | > loss_disc_real_5: 0.20712043344974518 (0.22096227340657135) | > loss_0: 2.307529926300049 (2.3445586582710005) | > grad_norm_0: tensor(15.5050, device='cuda:0') (tensor(21.1638, device='cuda:0')) | > loss_gen: 2.596733570098877 (2.504377902239217) | > loss_kl: 1.8909318447113037 (1.9873956558348118) | > loss_feat: 7.284379005432129 (6.991328951956212) | > loss_mel: 17.186885833740234 (17.298320852476976) | > loss_duration: 2.091249465942383 (2.00276871796312) | > loss_1: 31.050180435180664 (30.784192063342566) | > grad_norm_1: tensor(340.6149, device='cuda:0') (tensor(272.8349, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.3737 (0.36776686810899045) | > loader_time: 0.0043 (0.0038456149484919406)  --> TIME: 2024-06-12 00:51:21 -- STEP: 199/330 -- GLOBAL_STEP: 339000 | > loss_disc: 2.460742950439453 (2.3483281183482405) | > loss_disc_real_0: 0.2320871353149414 (0.11279877997822498) | > loss_disc_real_1: 0.20013992488384247 (0.1953155939752732) | > loss_disc_real_2: 0.22431780397891998 (0.21098832718691035) | > loss_disc_real_3: 0.2406112551689148 (0.2287193538256027) | > loss_disc_real_4: 0.24045972526073456 (0.23027366849046257) | > loss_disc_real_5: 0.2601189911365509 (0.2208130325953565) | > loss_0: 2.460742950439453 (2.3483281183482405) | > grad_norm_0: tensor(25.9091, device='cuda:0') (tensor(23.1969, device='cuda:0')) | > loss_gen: 2.493654727935791 (2.5069085042081287) | > loss_kl: 1.8502099514007568 (1.993934330628745) | > loss_feat: 6.097896575927734 (6.9991185269763125) | > loss_mel: 16.555694580078125 (17.281541666193817) | > loss_duration: 2.129650592803955 (2.011059376462618) | > loss_1: 29.127105712890625 (30.792562360140547) | > grad_norm_1: tensor(298.2150, device='cuda:0') (tensor(294.3083, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.4049 (0.37199530889041454) | > loader_time: 0.0047 (0.003993018787709912) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_339000.pth  --> TIME: 2024-06-12 00:51:36 -- STEP: 224/330 -- GLOBAL_STEP: 339025 | > loss_disc: 2.328510046005249 (2.3548952223999144) | > loss_disc_real_0: 0.11399300396442413 (0.11406542763247021) | > loss_disc_real_1: 0.1886117309331894 (0.19550116579713567) | > loss_disc_real_2: 0.18616536259651184 (0.2112606762509261) | > loss_disc_real_3: 0.23632559180259705 (0.2292359062869634) | > loss_disc_real_4: 0.23920436203479767 (0.23062074956085002) | > loss_disc_real_5: 0.22173558175563812 (0.22117048521925295) | > loss_0: 2.328510046005249 (2.3548952223999144) | > grad_norm_0: tensor(53.4885, device='cuda:0') (tensor(23.9045, device='cuda:0')) | > loss_gen: 2.539710283279419 (2.501106393124376) | > loss_kl: 2.1731791496276855 (2.0006495091531957) | > loss_feat: 7.528344631195068 (6.994810798338482) | > loss_mel: 16.67679786682129 (17.232374472277506) | > loss_duration: 2.1462950706481934 (2.018741173403601) | > loss_1: 31.064329147338867 (30.747682307447707) | > grad_norm_1: tensor(166.0947, device='cuda:0') (tensor(304.6602, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.4274 (0.3778743648103305) | > loader_time: 0.0051 (0.004173018038272859)  --> TIME: 2024-06-12 00:51:47 -- STEP: 249/330 -- GLOBAL_STEP: 339050 | > loss_disc: 2.5123894214630127 (2.3595834879511317) | > loss_disc_real_0: 0.138427734375 (0.115739250578076) | > loss_disc_real_1: 0.18433231115341187 (0.19614578669808475) | > loss_disc_real_2: 0.23382973670959473 (0.21168283974549856) | > loss_disc_real_3: 0.24424657225608826 (0.2288040733002276) | > loss_disc_real_4: 0.2419474869966507 (0.2307574608359471) | > loss_disc_real_5: 0.22171638906002045 (0.22105446685270133) | > loss_0: 2.5123894214630127 (2.3595834879511317) | > grad_norm_0: tensor(15.7267, device='cuda:0') (tensor(25.0954, device='cuda:0')) | > loss_gen: 2.3970048427581787 (2.495803398300845) | > loss_kl: 2.11590313911438 (2.006226753614034) | > loss_feat: 6.024129390716553 (6.967409135826141) | > loss_mel: 16.60277557373047 (17.183256965085686) | > loss_duration: 2.111699342727661 (2.0273987480914237) | > loss_1: 29.251514434814453 (30.680094975544268) | > grad_norm_1: tensor(505.1178, device='cuda:0') (tensor(316.0457, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.4159 (0.3824224136919381) | > loader_time: 0.0066 (0.004324801954399631)  --> TIME: 2024-06-12 00:51:58 -- STEP: 274/330 -- GLOBAL_STEP: 339075 | > loss_disc: 2.406917095184326 (2.3616943028721487) | > loss_disc_real_0: 0.1554671972990036 (0.11659574516824564) | > loss_disc_real_1: 0.164084792137146 (0.19668876706031116) | > loss_disc_real_2: 0.2315598428249359 (0.21176476091364005) | > loss_disc_real_3: 0.2552088499069214 (0.22921544808323366) | > loss_disc_real_4: 0.2263256311416626 (0.2306339618933462) | > loss_disc_real_5: 0.23694603145122528 (0.2208891057402548) | > loss_0: 2.406917095184326 (2.3616943028721487) | > grad_norm_0: tensor(51.4797, device='cuda:0') (tensor(26.0086, device='cuda:0')) | > loss_gen: 2.439112663269043 (2.4945295822881435) | > loss_kl: 2.138554334640503 (2.0157655072908325) | > loss_feat: 6.2058916091918945 (6.980676228112548) | > loss_mel: 15.692450523376465 (17.150632642481447) | > loss_duration: 2.1281607151031494 (2.0363107893588754) | > loss_1: 28.604169845581055 (30.677914744746076) | > grad_norm_1: tensor(372.7389, device='cuda:0') (tensor(327.7776, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.4359 (0.38759769836481467) | > loader_time: 0.0061 (0.00447627662742225)  --> TIME: 2024-06-12 00:52:10 -- STEP: 299/330 -- GLOBAL_STEP: 339100 | > loss_disc: 2.4414565563201904 (2.365581323470558) | > loss_disc_real_0: 0.0977347195148468 (0.11766812803354551) | > loss_disc_real_1: 0.1779354065656662 (0.19684860738224805) | > loss_disc_real_2: 0.20414046943187714 (0.21154838197406717) | > loss_disc_real_3: 0.23621052503585815 (0.22930578792772963) | > loss_disc_real_4: 0.22988155484199524 (0.23099693476555738) | > loss_disc_real_5: 0.2264726459980011 (0.22133166390318534) | > loss_0: 2.4414565563201904 (2.365581323470558) | > grad_norm_0: tensor(27.8352, device='cuda:0') (tensor(27.2195, device='cuda:0')) | > loss_gen: 2.3335981369018555 (2.488793475173388) | > loss_kl: 2.0422487258911133 (2.0217313571119786) | > loss_feat: 6.974335670471191 (6.964449115421461) | > loss_mel: 16.581872940063477 (17.09328600395484) | > loss_duration: 2.2114603519439697 (2.047075570626402) | > loss_1: 30.143516540527344 (30.615335534647556) | > grad_norm_1: tensor(501.7825, device='cuda:0') (tensor(337.8216, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.466 (0.3933339764840627) | > loader_time: 0.0067 (0.00463354148992328)  --> TIME: 2024-06-12 00:52:24 -- STEP: 324/330 -- GLOBAL_STEP: 339125 | > loss_disc: 2.397381544113159 (2.368115957872366) | > loss_disc_real_0: 0.15750610828399658 (0.11966819040201328) | > loss_disc_real_1: 0.18710026144981384 (0.19724301635115235) | > loss_disc_real_2: 0.23517253994941711 (0.21158245739377576) | > loss_disc_real_3: 0.20820458233356476 (0.22906223413201027) | > loss_disc_real_4: 0.23052921891212463 (0.23131312558680406) | > loss_disc_real_5: 0.24573037028312683 (0.22154146961775828) | > loss_0: 2.397381544113159 (2.368115957872366) | > grad_norm_0: tensor(20.7929, device='cuda:0') (tensor(27.1530, device='cuda:0')) | > loss_gen: 2.274421215057373 (2.486687526290799) | > loss_kl: 2.20772123336792 (2.0286664591159353) | > loss_feat: 9.619874000549316 (7.016397367289037) | > loss_mel: 17.530519485473633 (17.057871809712164) | > loss_duration: 2.2645163536071777 (2.0616202604623486) | > loss_1: 33.89705276489258 (30.651243427653373) | > grad_norm_1: tensor(427.4531, device='cuda:0') (tensor(338.7661, device='cuda:0')) | > current_lr_0: 0.00018187350692648908 | > current_lr_1: 0.00018187350692648908 | > step_time: 0.597 (0.40478248139958334) | > loader_time: 0.0092 (0.004892152768594248)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6720831394195557 (2.6720831394195557) | > loss_disc_real_0: 0.25459977984428406 (0.25459977984428406) | > loss_disc_real_1: 0.22249671816825867 (0.22249671816825867) | > loss_disc_real_2: 0.2658214569091797 (0.2658214569091797) | > loss_disc_real_3: 0.2778015732765198 (0.2778015732765198) | > loss_disc_real_4: 0.27531036734580994 (0.27531036734580994) | > loss_disc_real_5: 0.2965170443058014 (0.2965170443058014) | > loss_0: 2.6720831394195557 (2.6720831394195557) | > loss_gen: 2.2661328315734863 (2.2661328315734863) | > loss_kl: 2.596160650253296 (2.596160650253296) | > loss_feat: 5.306769847869873 (5.306769847869873) | > loss_mel: 16.456932067871094 (16.456932067871094) | > loss_duration: 3.092362403869629 (3.092362403869629) | > loss_1: 29.71835708618164 (29.71835708618164)  --> STEP: 1 | > loss_disc: 2.5439772605895996 (2.5439772605895996) | > loss_disc_real_0: 0.059162501245737076 (0.059162501245737076) | > loss_disc_real_1: 0.17659805715084076 (0.17659805715084076) | > loss_disc_real_2: 0.2445465475320816 (0.2445465475320816) | > loss_disc_real_3: 0.250897616147995 (0.250897616147995) | > loss_disc_real_4: 0.23191390931606293 (0.23191390931606293) | > loss_disc_real_5: 0.2040676772594452 (0.2040676772594452) | > loss_0: 2.5439772605895996 (2.5439772605895996) | > loss_gen: 1.9738883972167969 (1.9738883972167969) | > loss_kl: 3.7013914585113525 (3.7013914585113525) | > loss_feat: 5.222479820251465 (5.222479820251465) | > loss_mel: 17.361116409301758 (17.361116409301758) | > loss_duration: 2.593233823776245 (2.593233823776245) | > loss_1: 30.852109909057617 (30.852109909057617)  --> STEP: 2 | > loss_disc: 2.2627103328704834 (2.4033437967300415) | > loss_disc_real_0: 0.1213236153125763 (0.09024305827915668) | > loss_disc_real_1: 0.1693304181098938 (0.17296423763036728) | > loss_disc_real_2: 0.23675118386745453 (0.24064886569976807) | > loss_disc_real_3: 0.19384196400642395 (0.22236979007720947) | > loss_disc_real_4: 0.24867983162403107 (0.240296870470047) | > loss_disc_real_5: 0.27612942457199097 (0.24009855091571808) | > loss_0: 2.2627103328704834 (2.4033437967300415) | > loss_gen: 2.505204677581787 (2.239546537399292) | > loss_kl: 3.270792245864868 (3.4860918521881104) | > loss_feat: 5.789360046386719 (5.505919933319092) | > loss_mel: 18.14752960205078 (17.75432300567627) | > loss_duration: 2.471304178237915 (2.53226900100708) | > loss_1: 32.1841926574707 (31.51815128326416)  --> STEP: 3 | > loss_disc: 2.4815123081207275 (2.4293999671936035) | > loss_disc_real_0: 0.20415663719177246 (0.1282142512500286) | > loss_disc_real_1: 0.140410915017128 (0.16211313009262085) | > loss_disc_real_2: 0.25687116384506226 (0.24605629841486612) | > loss_disc_real_3: 0.24317686259746552 (0.22930548091729483) | > loss_disc_real_4: 0.21161669492721558 (0.23073681195576987) | > loss_disc_real_5: 0.22696979343891144 (0.2357222984234492) | > loss_0: 2.4815123081207275 (2.4293999671936035) | > loss_gen: 2.450563430786133 (2.3098855018615723) | > loss_kl: 2.9105281829833984 (3.2942372957865396) | > loss_feat: 7.426164150238037 (6.14600133895874) | > loss_mel: 16.210559844970703 (17.239735285441082) | > loss_duration: 2.3214025497436523 (2.461980183919271) | > loss_1: 31.319217681884766 (31.451840082804363)  --> STEP: 4 | > loss_disc: 2.3638312816619873 (2.4130077958106995) | > loss_disc_real_0: 0.14997327327728271 (0.13365400675684214) | > loss_disc_real_1: 0.13180993497371674 (0.15453733131289482) | > loss_disc_real_2: 0.22176246345043182 (0.23998283967375755) | > loss_disc_real_3: 0.25715404748916626 (0.23626762256026268) | > loss_disc_real_4: 0.26645153760910034 (0.23966549336910248) | > loss_disc_real_5: 0.20064790546894073 (0.22695370018482208) | > loss_0: 2.3638312816619873 (2.4130077958106995) | > loss_gen: 2.4782755374908447 (2.3519830107688904) | > loss_kl: 4.028331279754639 (3.4777607917785645) | > loss_feat: 7.357307434082031 (6.448827862739563) | > loss_mel: 18.557661056518555 (17.56921672821045) | > loss_duration: 2.4411325454711914 (2.456768274307251) | > loss_1: 34.862709045410156 (32.30455732345581)  --> STEP: 5 | > loss_disc: 2.340127468109131 (2.398431730270386) | > loss_disc_real_0: 0.14607030153274536 (0.13613726571202278) | > loss_disc_real_1: 0.18297147750854492 (0.16022416055202485) | > loss_disc_real_2: 0.22314368188381195 (0.23661500811576844) | > loss_disc_real_3: 0.30169281363487244 (0.24935266077518464) | > loss_disc_real_4: 0.22242483496665955 (0.2362173616886139) | > loss_disc_real_5: 0.20758669078350067 (0.2230802983045578) | > loss_0: 2.340127468109131 (2.398431730270386) | > loss_gen: 2.4792611598968506 (2.3774386405944825) | > loss_kl: 2.72462797164917 (3.3271342277526856) | > loss_feat: 6.5587005615234375 (6.4708024024963375) | > loss_mel: 18.903676986694336 (17.836108779907228) | > loss_duration: 2.335571765899658 (2.4325289726257324) | > loss_1: 33.00183868408203 (32.444013595581055)  --> STEP: 6 | > loss_disc: 2.430654287338257 (2.4038021564483643) | > loss_disc_real_0: 0.15521107614040375 (0.13931623411675295) | > loss_disc_real_1: 0.1652701050043106 (0.16106515129407248) | > loss_disc_real_2: 0.2720097601413727 (0.24251413345336914) | > loss_disc_real_3: 0.28991350531578064 (0.25611280153195065) | > loss_disc_real_4: 0.28046900033950806 (0.24359263479709625) | > loss_disc_real_5: 0.2875089645385742 (0.23381840934356055) | > loss_0: 2.430654287338257 (2.4038021564483643) | > loss_gen: 2.5456602573394775 (2.4054755767186484) | > loss_kl: 3.0892961025238037 (3.2874945402145386) | > loss_feat: 6.260643482208252 (6.435775915781657) | > loss_mel: 17.523645401000977 (17.78403155008952) | > loss_duration: 2.185826539993286 (2.3914119005203247) | > loss_1: 31.605072021484375 (32.30418999989828)  --> STEP: 7 | > loss_disc: 2.365215539932251 (2.398289782660348) | > loss_disc_real_0: 0.0632592961192131 (0.12845095725996153) | > loss_disc_real_1: 0.11847526580095291 (0.15498088193791254) | > loss_disc_real_2: 0.24659056961536407 (0.24309648147651128) | > loss_disc_real_3: 0.2928738594055176 (0.26136438122817446) | > loss_disc_real_4: 0.24203172326087952 (0.24336964743477957) | > loss_disc_real_5: 0.22717565298080444 (0.23286944414888108) | > loss_0: 2.365215539932251 (2.398289782660348) | > loss_gen: 2.3309242725372314 (2.3948253904070174) | > loss_kl: 3.630575656890869 (3.3365061283111572) | > loss_feat: 7.459330081939697 (6.58199793951852) | > loss_mel: 20.148441314697266 (18.12180437360491) | > loss_duration: 2.5432348251342773 (2.4131008897508894) | > loss_1: 36.11250686645508 (32.848235266549246)  --> STEP: 8 | > loss_disc: 2.4453353881835938 (2.404170483350754) | > loss_disc_real_0: 0.1751382052898407 (0.13428686326369643) | > loss_disc_real_1: 0.15937423706054688 (0.15553005132824183) | > loss_disc_real_2: 0.1756196767091751 (0.23466188088059425) | > loss_disc_real_3: 0.3070603609085083 (0.2670763786882162) | > loss_disc_real_4: 0.2830396890640259 (0.24832840263843536) | > loss_disc_real_5: 0.23415906727313995 (0.23303064703941345) | > loss_0: 2.4453353881835938 (2.404170483350754) | > loss_gen: 2.2494595050811768 (2.3766546547412872) | > loss_kl: 3.166088581085205 (3.315203934907913) | > loss_feat: 8.415376663208008 (6.811170279979706) | > loss_mel: 17.466896057128906 (18.03994083404541) | > loss_duration: 2.3162522315979004 (2.4009948074817657) | > loss_1: 33.61407470703125 (32.9439651966095)  --> STEP: 9 | > loss_disc: 2.595889091491699 (2.42547255092197) | > loss_disc_real_0: 0.17653390765190125 (0.1389809793068303) | > loss_disc_real_1: 0.10898248106241226 (0.15035809907648298) | > loss_disc_real_2: 0.25633254647254944 (0.2370697326130337) | > loss_disc_real_3: 0.2538265883922577 (0.265604179766443) | > loss_disc_real_4: 0.255553662776947 (0.2491312093204922) | > loss_disc_real_5: 0.2645605504512787 (0.2365339696407318) | > loss_0: 2.595889091491699 (2.42547255092197) | > loss_gen: 2.1677238941192627 (2.3534401257832847) | > loss_kl: 2.034208297729492 (3.172871086332533) | > loss_feat: 7.029292106628418 (6.835406038496229) | > loss_mel: 18.247583389282227 (18.063012229071724) | > loss_duration: 2.162660837173462 (2.3745132552252874) | > loss_1: 31.641469955444336 (32.7992435031467)  --> STEP: 10 | > loss_disc: 2.4607253074645996 (2.428997826576233) | > loss_disc_real_0: 0.09796886146068573 (0.13487976752221584) | > loss_disc_real_1: 0.16088013350963593 (0.15141030251979828) | > loss_disc_real_2: 0.2921852171421051 (0.24258128106594085) | > loss_disc_real_3: 0.2725675702095032 (0.26630051881074907) | > loss_disc_real_4: 0.2942691445350647 (0.25364500284194946) | > loss_disc_real_5: 0.278642863035202 (0.24074485898017883) | > loss_0: 2.4607253074645996 (2.428997826576233) | > loss_gen: 2.495558738708496 (2.3676519870758055) | > loss_kl: 2.459176778793335 (3.1015016555786135) | > loss_feat: 6.214725971221924 (6.773338031768799) | > loss_mel: 17.93695831298828 (18.050406837463377) | > loss_duration: 2.4118146896362305 (2.378243398666382) | > loss_1: 31.518234252929688 (32.671142578125)  --> STEP: 11 | > loss_disc: 2.2679667472839355 (2.4143586375496606) | > loss_disc_real_0: 0.1155211552977562 (0.13311989368362862) | > loss_disc_real_1: 0.20356178283691406 (0.15615134618499063) | > loss_disc_real_2: 0.16177210211753845 (0.23523499207063156) | > loss_disc_real_3: 0.2799801230430603 (0.26754411919550464) | > loss_disc_real_4: 0.23867186903953552 (0.2522838088599118) | > loss_disc_real_5: 0.21740245819091797 (0.23862282254479147) | > loss_0: 2.2679667472839355 (2.4143586375496606) | > loss_gen: 2.4467315673828125 (2.3748410398309883) | > loss_kl: 3.344170093536377 (3.1235624226656826) | > loss_feat: 6.7143330574035645 (6.767973943190142) | > loss_mel: 17.037641525268555 (17.958337263627485) | > loss_duration: 2.4980225563049316 (2.389132412997159) | > loss_1: 32.04090118408203 (32.613847905939274)  --> STEP: 12 | > loss_disc: 2.4914631843566895 (2.4207840164502463) | > loss_disc_real_0: 0.09709250926971436 (0.13011761164913577) | > loss_disc_real_1: 0.1667296588420868 (0.15703287223974863) | > loss_disc_real_2: 0.3424304127693176 (0.24416794379552206) | > loss_disc_real_3: 0.2736872136592865 (0.2680560437341531) | > loss_disc_real_4: 0.24748198688030243 (0.2518836570282777) | > loss_disc_real_5: 0.2752082645893097 (0.24167160938183466) | > loss_0: 2.4914631843566895 (2.4207840164502463) | > loss_gen: 2.435904026031494 (2.3799296220143638) | > loss_kl: 2.6871914863586426 (3.087198177973429) | > loss_feat: 6.441328525543213 (6.7407534917195635) | > loss_mel: 16.95622444152832 (17.87482786178589) | > loss_duration: 2.246262550354004 (2.3772265911102295) | > loss_1: 30.766910552978516 (32.459936459859215)  --> STEP: 13 | > loss_disc: 2.281280755996704 (2.4100529964153585) | > loss_disc_real_0: 0.1276019811630249 (0.12992410161174262) | > loss_disc_real_1: 0.18887658417224884 (0.15948238854224867) | > loss_disc_real_2: 0.23056311905384064 (0.2431214188153927) | > loss_disc_real_3: 0.25601762533187866 (0.2671300115493628) | > loss_disc_real_4: 0.20686528086662292 (0.24842070501584274) | > loss_disc_real_5: 0.20547616481781006 (0.23888734441537124) | > loss_0: 2.281280755996704 (2.4100529964153585) | > loss_gen: 2.535457134246826 (2.391893276801476) | > loss_kl: 3.4939382076263428 (3.118485872562115) | > loss_feat: 8.242321014404297 (6.856258685772236) | > loss_mel: 16.223569869995117 (17.747808016263523) | > loss_duration: 2.285088539123535 (2.3701390486497145) | > loss_1: 32.78037643432617 (32.48458568866436)  --> STEP: 14 | > loss_disc: 2.3368287086486816 (2.40482269014631) | > loss_disc_real_0: 0.06133387237787247 (0.12502479952360904) | > loss_disc_real_1: 0.16552875936031342 (0.15991427217211043) | > loss_disc_real_2: 0.18328893184661865 (0.23884766974619456) | > loss_disc_real_3: 0.2611177861690521 (0.2667005668793406) | > loss_disc_real_4: 0.276454359292984 (0.2504231088927814) | > loss_disc_real_5: 0.33093127608299255 (0.24546191096305847) | > loss_0: 2.3368287086486816 (2.40482269014631) | > loss_gen: 2.461235761642456 (2.3968463114329746) | > loss_kl: 4.114778995513916 (3.189649667058672) | > loss_feat: 5.325891017913818 (6.746946709496634) | > loss_mel: 18.03302764892578 (17.768180847167972) | > loss_duration: 2.449084520339966 (2.375778010913304) | > loss_1: 32.38401794433594 (32.477402278355186)  --> STEP: 15 | > loss_disc: 2.5099449157714844 (2.4118308385213214) | > loss_disc_real_0: 0.13628382980823517 (0.12577540154258413) | > loss_disc_real_1: 0.172136127948761 (0.16072906255722047) | > loss_disc_real_2: 0.24714280664920807 (0.23940067887306213) | > loss_disc_real_3: 0.23543314635753632 (0.26461607217788696) | > loss_disc_real_4: 0.24775747954845428 (0.2502454002698263) | > loss_disc_real_5: 0.22402311861515045 (0.2440326581398646) | > loss_0: 2.5099449157714844 (2.4118308385213214) | > loss_gen: 2.1288187503814697 (2.3789778073628742) | > loss_kl: 3.075448513031006 (3.182036256790161) | > loss_feat: 7.09680700302124 (6.770270729064942) | > loss_mel: 17.610103607177734 (17.757642364501958) | > loss_duration: 2.3876852989196777 (2.3765718301137286) | > loss_1: 32.29886245727539 (32.46549962361653)  --> STEP: 16 | > loss_disc: 2.4714202880859375 (2.41555517911911) | > loss_disc_real_0: 0.19692957401275635 (0.1302225373219699) | > loss_disc_real_1: 0.2519506514072418 (0.1664304118603468) | > loss_disc_real_2: 0.2669074237346649 (0.2411198504269123) | > loss_disc_real_3: 0.242887482047081 (0.2632580352947116) | > loss_disc_real_4: 0.3142748177051544 (0.25424723885953426) | > loss_disc_real_5: 0.27649611234664917 (0.24606162402778864) | > loss_0: 2.4714202880859375 (2.41555517911911) | > loss_gen: 2.6133973598480225 (2.393629029393196) | > loss_kl: 2.714977741241455 (3.152845099568367) | > loss_feat: 6.90710973739624 (6.778823167085648) | > loss_mel: 17.63910675048828 (17.750233888626102) | > loss_duration: 2.3827173709869385 (2.3769559264183044) | > loss_1: 32.25730895996094 (32.452487707138054)  --> STEP: 17 | > loss_disc: 2.370602607727051 (2.4129109102136947) | > loss_disc_real_0: 0.12842273712158203 (0.13011666672194708) | > loss_disc_real_1: 0.21240867674350739 (0.1691350156770033) | > loss_disc_real_2: 0.22896985709667206 (0.24040514493689819) | > loss_disc_real_3: 0.2690700888633728 (0.2635999207987505) | > loss_disc_real_4: 0.2514309287071228 (0.2540815735564512) | > loss_disc_real_5: 0.3519403040409088 (0.2522897816756192) | > loss_0: 2.370602607727051 (2.4129109102136947) | > loss_gen: 2.692453145980835 (2.4112069186042335) | > loss_kl: 2.0868170261383057 (3.090137565837187) | > loss_feat: 5.636044025421143 (6.711600864634795) | > loss_mel: 17.10763931274414 (17.71243420769187) | > loss_duration: 2.4686896800994873 (2.382352029576021) | > loss_1: 29.99164390563965 (32.307732189402856)  --> STEP: 18 | > loss_disc: 2.443479537963867 (2.4146091673109265) | > loss_disc_real_0: 0.09722885489463806 (0.12828956606487435) | > loss_disc_real_1: 0.1420620083808899 (0.1676309597161081) | > loss_disc_real_2: 0.15256865322589874 (0.23552533984184265) | > loss_disc_real_3: 0.29405951499938965 (0.26529212047656375) | > loss_disc_real_4: 0.2910569906234741 (0.2561357633935081) | > loss_disc_real_5: 0.288252592086792 (0.2542877155873511) | > loss_0: 2.443479537963867 (2.4146091673109265) | > loss_gen: 2.3558950424194336 (2.408134036593967) | > loss_kl: 2.4336037635803223 (3.0536634657118054) | > loss_feat: 8.565714836120605 (6.8146071963840065) | > loss_mel: 17.837247848510742 (17.719368298848476) | > loss_duration: 2.2342076301574707 (2.3741217851638794) | > loss_1: 33.42667007446289 (32.369895405239525)  --> STEP: 19 | > loss_disc: 2.489229917526245 (2.418536575216996) | > loss_disc_real_0: 0.11654473841190338 (0.12767141724103379) | > loss_disc_real_1: 0.13519999384880066 (0.1659240667757235) | > loss_disc_real_2: 0.17233474552631378 (0.23219951908839376) | > loss_disc_real_3: 0.2122967690229416 (0.2625028914526889) | > loss_disc_real_4: 0.2445710301399231 (0.25552709322226674) | > loss_disc_real_5: 0.28296327590942383 (0.25579695560430227) | > loss_0: 2.489229917526245 (2.418536575216996) | > loss_gen: 2.0841140747070312 (2.3910803543893913) | > loss_kl: 2.3627536296844482 (3.0172997901314185) | > loss_feat: 6.446791172027588 (6.795248458259984) | > loss_mel: 17.630212783813477 (17.71467590332032) | > loss_duration: 2.3513951301574707 (2.3729256454267) | > loss_1: 30.875267028808594 (32.291230753848424)  --> STEP: 20 | > loss_disc: 2.496005058288574 (2.4224099993705748) | > loss_disc_real_0: 0.1847880780696869 (0.13052725028246642) | > loss_disc_real_1: 0.1633095145225525 (0.16579333916306493) | > loss_disc_real_2: 0.24186842143535614 (0.2326829642057419) | > loss_disc_real_3: 0.2600920498371124 (0.2623823493719101) | > loss_disc_real_4: 0.29072442650794983 (0.2572869598865509) | > loss_disc_real_5: 0.2341555505990982 (0.2547148853540421) | > loss_0: 2.496005058288574 (2.4224099993705748) | > loss_gen: 2.285562753677368 (2.3858044743537903) | > loss_kl: 2.1958975791931152 (2.9762296795845034) | > loss_feat: 6.356003284454346 (6.773286199569702) | > loss_mel: 18.68132781982422 (17.763008499145513) | > loss_duration: 2.246838092803955 (2.366621267795563) | > loss_1: 31.765628814697266 (32.26495065689087)  --> STEP: 21 | > loss_disc: 2.230771541595459 (2.413284358524141) | > loss_disc_real_0: 0.0932711809873581 (0.1287531517446041) | > loss_disc_real_1: 0.1628490388393402 (0.16565313438574472) | > loss_disc_real_2: 0.25444117188453674 (0.23371906933330355) | > loss_disc_real_3: 0.23332315683364868 (0.2609985782986596) | > loss_disc_real_4: 0.2333812117576599 (0.25614859092803227) | > loss_disc_real_5: 0.24715371429920197 (0.2543548295895259) | > loss_0: 2.230771541595459 (2.413284358524141) | > loss_gen: 2.6044721603393555 (2.3962172213054838) | > loss_kl: 2.5545055866241455 (2.9561475799197243) | > loss_feat: 7.004518032073975 (6.784297239212763) | > loss_mel: 15.845685958862305 (17.671707425798694) | > loss_duration: 2.183567523956299 (2.3579044228508357) | > loss_1: 30.1927490234375 (32.16627438863119)  --> STEP: 22 | > loss_disc: 2.263683319091797 (2.4064843112772163) | > loss_disc_real_0: 0.10007049888372421 (0.1274493947963823) | > loss_disc_real_1: 0.12319768965244293 (0.16372334144332193) | > loss_disc_real_2: 0.20967654883861542 (0.2326262274926359) | > loss_disc_real_3: 0.2030027210712433 (0.2583624029701407) | > loss_disc_real_4: 0.21499399840831757 (0.2542779276316816) | > loss_disc_real_5: 0.2644766867160797 (0.25481491400436923) | > loss_0: 2.263683319091797 (2.4064843112772163) | > loss_gen: 2.5590744018554688 (2.403619820421392) | > loss_kl: 2.424551248550415 (2.9319841103120283) | > loss_feat: 10.066184997558594 (6.93347395550121) | > loss_mel: 21.151050567626953 (17.829859386790886) | > loss_duration: 2.1765894889831543 (2.3496628349477593) | > loss_1: 38.37744903564453 (32.44860050894997)  --> STEP: 23 | > loss_disc: 2.6085126399993896 (2.415268151656441) | > loss_disc_real_0: 0.24482907354831696 (0.13255285908994469) | > loss_disc_real_1: 0.19824516773223877 (0.16522429041240527) | > loss_disc_real_2: 0.2161795049905777 (0.23191115260124207) | > loss_disc_real_3: 0.2757725119590759 (0.25911936423052917) | > loss_disc_real_4: 0.2833154797554016 (0.2555404298979303) | > loss_disc_real_5: 0.29953280091285706 (0.25675916995691217) | > loss_0: 2.6085126399993896 (2.415268151656441) | > loss_gen: 2.5474982261657715 (2.4098754032798437) | > loss_kl: 3.148137092590332 (2.941382066063259) | > loss_feat: 6.9190673828125 (6.932847582775613) | > loss_mel: 16.26844596862793 (17.761971846870757) | > loss_duration: 2.2795305252075195 (2.3466136040894883) | > loss_1: 31.162681579589844 (32.39269099028214)  --> STEP: 24 | > loss_disc: 2.389683723449707 (2.4142021338144937) | > loss_disc_real_0: 0.08275918662548065 (0.1304781227372587) | > loss_disc_real_1: 0.17568664252758026 (0.16566022175053755) | > loss_disc_real_2: 0.2114623486995697 (0.23105911910533905) | > loss_disc_real_3: 0.2534066140651703 (0.2588813329736392) | > loss_disc_real_4: 0.21529024839401245 (0.25386333900193375) | > loss_disc_real_5: 0.3116277754306793 (0.25904536185165244) | > loss_0: 2.389683723449707 (2.4142021338144937) | > loss_gen: 2.340381383895874 (2.406979819138845) | > loss_kl: 2.2219979763031006 (2.911407728989919) | > loss_feat: 8.162205696105957 (6.984070837497711) | > loss_mel: 19.365650177001953 (17.82879177729289) | > loss_duration: 2.387608051300049 (2.348321706056595) | > loss_1: 34.47784423828125 (32.47957237561544)  --> STEP: 25 | > loss_disc: 2.443220853805542 (2.4153628826141356) | > loss_disc_real_0: 0.14550594985485077 (0.1310792358219624) | > loss_disc_real_1: 0.2402736097574234 (0.168644757270813) | > loss_disc_real_2: 0.3129384517669678 (0.2343342924118042) | > loss_disc_real_3: 0.28085777163505554 (0.2597603905200958) | > loss_disc_real_4: 0.23438817262649536 (0.2530843323469162) | > loss_disc_real_5: 0.28949764370918274 (0.26026345312595367) | > loss_0: 2.443220853805542 (2.4153628826141356) | > loss_gen: 2.6912922859191895 (2.4183523178100588) | > loss_kl: 3.238403797149658 (2.9244875717163086) | > loss_feat: 8.432943344116211 (7.042025737762451) | > loss_mel: 17.06631088256836 (17.798292541503905) | > loss_duration: 2.430772304534912 (2.3516197299957273) | > loss_1: 33.85972213745117 (32.534778366088865)  --> STEP: 26 | > loss_disc: 2.31591796875 (2.4115380782347455) | > loss_disc_real_0: 0.12154518067836761 (0.1307125413933626) | > loss_disc_real_1: 0.11556912213563919 (0.16660338668869093) | > loss_disc_real_2: 0.13534022867679596 (0.23052682842199618) | > loss_disc_real_3: 0.15602052211761475 (0.25577039558153886) | > loss_disc_real_4: 0.17065826058387756 (0.24991409881756857) | > loss_disc_real_5: 0.1630115807056427 (0.25652299649440324) | > loss_0: 2.31591796875 (2.4115380782347455) | > loss_gen: 2.1177122592926025 (2.4067892386363106) | > loss_kl: 2.3826401233673096 (2.9036472852413473) | > loss_feat: 17.986427307128906 (7.462964259661161) | > loss_mel: 20.834836959838867 (17.915082711439865) | > loss_duration: 2.301529884338379 (2.3496931974704447) | > loss_1: 45.623146057128906 (33.03817712343656) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025259439761822046 (+5.822915297288211e-05) | > avg_loss_disc: 2.4115380782347455 (-0.05706255252544734) | > avg_loss_disc_real_0: 0.1307125413933626 (+0.001526882012303138) | > avg_loss_disc_real_1: 0.16660338668869093 (-0.026319164782762555) | > avg_loss_disc_real_2: 0.23052682842199618 (+0.01341351408224839) | > avg_loss_disc_real_3: 0.25577039558153886 (+0.008531364683921572) | > avg_loss_disc_real_4: 0.24991409881756857 (+0.04287156348045057) | > avg_loss_disc_real_5: 0.25652299649440324 (+0.037504902252784134) | > avg_loss_0: 2.4115380782347455 (-0.05706255252544734) | > avg_loss_gen: 2.4067892386363106 (+0.1973104064281177) | > avg_loss_kl: 2.9036472852413473 (-0.028618578727428456) | > avg_loss_feat: 7.462964259661161 (+0.9297842429234437) | > avg_loss_mel: 17.915082711439865 (+0.9798028652484589) | > avg_loss_duration: 2.3496931974704447 (+3.7835194514279635e-05) | > avg_loss_1: 33.03817712343656 (+2.0783173487736626)  > EPOCH: 761/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:52:46)   --> TIME: 2024-06-12 00:52:54 -- STEP: 19/330 -- GLOBAL_STEP: 339150 | > loss_disc: 2.3118841648101807 (2.32752924216421) | > loss_disc_real_0: 0.12700656056404114 (0.10140056339533705) | > loss_disc_real_1: 0.17569056153297424 (0.1972389440787466) | > loss_disc_real_2: 0.18947121500968933 (0.20599815876860367) | > loss_disc_real_3: 0.21343816816806793 (0.22542332897060796) | > loss_disc_real_4: 0.213942751288414 (0.23483243270924217) | > loss_disc_real_5: 0.20191754400730133 (0.2252337148315028) | > loss_0: 2.3118841648101807 (2.32752924216421) | > grad_norm_0: tensor(15.9989, device='cuda:0') (tensor(7.4383, device='cuda:0')) | > loss_gen: 2.2853381633758545 (2.497532581028185) | > loss_kl: 1.917983889579773 (1.9088153023468821) | > loss_feat: 6.769595146179199 (7.021753461737382) | > loss_mel: 16.775972366333008 (17.526379936619808) | > loss_duration: 1.9658058881759644 (2.049700555048491) | > loss_1: 29.714693069458008 (31.004181610910518) | > grad_norm_1: tensor(53.6302, device='cuda:0') (tensor(76.0195, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.349 (0.3559830314234683) | > loader_time: 0.0032 (0.0031319542935020045)  --> TIME: 2024-06-12 00:53:03 -- STEP: 44/330 -- GLOBAL_STEP: 339175 | > loss_disc: 2.2630650997161865 (2.339727320454337) | > loss_disc_real_0: 0.06579141318798065 (0.10302554959939285) | > loss_disc_real_1: 0.16990844905376434 (0.19607405229048294) | > loss_disc_real_2: 0.20769819617271423 (0.2072467959739945) | > loss_disc_real_3: 0.2079138308763504 (0.22701748629862611) | > loss_disc_real_4: 0.23923064768314362 (0.23464531485329976) | > loss_disc_real_5: 0.20082570612430573 (0.2230971950021657) | > loss_0: 2.2630650997161865 (2.339727320454337) | > grad_norm_0: tensor(6.8640, device='cuda:0') (tensor(8.2553, device='cuda:0')) | > loss_gen: 2.6244149208068848 (2.5086384307254446) | > loss_kl: 1.6944314241409302 (1.938234651630575) | > loss_feat: 7.268076419830322 (7.090829935940829) | > loss_mel: 17.711498260498047 (17.43453493985263) | > loss_duration: 1.9129287004470825 (2.001395203850486) | > loss_1: 31.21135139465332 (30.973633376034822) | > grad_norm_1: tensor(83.7460, device='cuda:0') (tensor(73.9900, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3749 (0.35672166672619904) | > loader_time: 0.0031 (0.0033386078747836027)  --> TIME: 2024-06-12 00:53:12 -- STEP: 69/330 -- GLOBAL_STEP: 339200 | > loss_disc: 2.3587231636047363 (2.346113464106684) | > loss_disc_real_0: 0.10206969082355499 (0.10672549174531647) | > loss_disc_real_1: 0.21049271523952484 (0.19610347307246664) | > loss_disc_real_2: 0.1924581229686737 (0.20722416950308759) | > loss_disc_real_3: 0.2340417504310608 (0.2278264342010885) | > loss_disc_real_4: 0.22571136057376862 (0.2320706716914108) | > loss_disc_real_5: 0.2391047328710556 (0.22359379931636478) | > loss_0: 2.3587231636047363 (2.346113464106684) | > grad_norm_0: tensor(8.3538, device='cuda:0') (tensor(9.1227, device='cuda:0')) | > loss_gen: 2.4497194290161133 (2.491374458091846) | > loss_kl: 1.677437424659729 (1.972356623497562) | > loss_feat: 6.560678005218506 (7.01025234443554) | > loss_mel: 16.086864471435547 (17.335266362065862) | > loss_duration: 1.9290428161621094 (1.9913827215415845) | > loss_1: 28.70374298095703 (30.800632642663043) | > grad_norm_1: tensor(152.6803, device='cuda:0') (tensor(102.3762, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3557 (0.35756528204765875) | > loader_time: 0.0039 (0.0034035979837611103)  --> TIME: 2024-06-12 00:53:22 -- STEP: 94/330 -- GLOBAL_STEP: 339225 | > loss_disc: 2.367671012878418 (2.352013828906607) | > loss_disc_real_0: 0.16676141321659088 (0.10832096497587701) | > loss_disc_real_1: 0.17737028002738953 (0.19626463299736063) | > loss_disc_real_2: 0.20681722462177277 (0.20892840576298694) | > loss_disc_real_3: 0.22261041402816772 (0.2290537528535153) | > loss_disc_real_4: 0.22916154563426971 (0.23370759902482338) | > loss_disc_real_5: 0.22061565518379211 (0.22278400098389767) | > loss_0: 2.367671012878418 (2.352013828906607) | > grad_norm_0: tensor(9.9490, device='cuda:0') (tensor(9.3562, device='cuda:0')) | > loss_gen: 2.4564390182495117 (2.4861972332000737) | > loss_kl: 2.072368621826172 (1.990776370180414) | > loss_feat: 7.128090858459473 (6.99009881121047) | > loss_mel: 17.890913009643555 (17.305543514008228) | > loss_duration: 1.981101393699646 (1.9895075420115858) | > loss_1: 31.528915405273438 (30.762123655765613) | > grad_norm_1: tensor(87.9910, device='cuda:0') (tensor(107.8269, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3688 (0.3621740569459631) | > loader_time: 0.0042 (0.003567556117443328)  --> TIME: 2024-06-12 00:53:32 -- STEP: 119/330 -- GLOBAL_STEP: 339250 | > loss_disc: 2.3343684673309326 (2.362841253521061) | > loss_disc_real_0: 0.0647939145565033 (0.111219607137081) | > loss_disc_real_1: 0.1827034056186676 (0.19660085414638037) | > loss_disc_real_2: 0.1790357232093811 (0.21008144907590723) | > loss_disc_real_3: 0.22286280989646912 (0.2298071460814035) | > loss_disc_real_4: 0.24844135344028473 (0.2334126686098195) | > loss_disc_real_5: 0.21165494620800018 (0.22303946241110312) | > loss_0: 2.3343684673309326 (2.362841253521061) | > grad_norm_0: tensor(10.2859, device='cuda:0') (tensor(10.0636, device='cuda:0')) | > loss_gen: 2.5270941257476807 (2.47473912279145) | > loss_kl: 2.199681282043457 (2.0093316390734763) | > loss_feat: 7.3083086013793945 (6.979212416320288) | > loss_mel: 17.370115280151367 (17.321323843563306) | > loss_duration: 1.9749587774276733 (1.9918880192171626) | > loss_1: 31.380157470703125 (30.776495172196075) | > grad_norm_1: tensor(193.1900, device='cuda:0') (tensor(119.5336, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3679 (0.36472388475882905) | > loader_time: 0.0046 (0.003722347131296366)  --> TIME: 2024-06-12 00:53:41 -- STEP: 144/330 -- GLOBAL_STEP: 339275 | > loss_disc: 2.3681986331939697 (2.3679087724950567) | > loss_disc_real_0: 0.12478286027908325 (0.11295717170772453) | > loss_disc_real_1: 0.20620392262935638 (0.19648446939471695) | > loss_disc_real_2: 0.24003499746322632 (0.2106757668985261) | > loss_disc_real_3: 0.22251267731189728 (0.23004013041241306) | > loss_disc_real_4: 0.22002778947353363 (0.23329113982617855) | > loss_disc_real_5: 0.2159072458744049 (0.2231342386868265) | > loss_0: 2.3681986331939697 (2.3679087724950567) | > grad_norm_0: tensor(5.4871, device='cuda:0') (tensor(9.8943, device='cuda:0')) | > loss_gen: 2.5192904472351074 (2.4670353763633295) | > loss_kl: 2.0270004272460938 (2.016049201289814) | > loss_feat: 7.144041538238525 (6.953966703679826) | > loss_mel: 17.19744300842285 (17.30902464522256) | > loss_duration: 1.9997076988220215 (1.997179690334532) | > loss_1: 30.887483596801758 (30.743255694707234) | > grad_norm_1: tensor(51.8108, device='cuda:0') (tensor(115.3674, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3897 (0.36749182641506195) | > loader_time: 0.0042 (0.003810440500577291)  --> TIME: 2024-06-12 00:53:51 -- STEP: 169/330 -- GLOBAL_STEP: 339300 | > loss_disc: 2.455089569091797 (2.3706571152929716) | > loss_disc_real_0: 0.10939505696296692 (0.11423490101680953) | > loss_disc_real_1: 0.18806655704975128 (0.19622501034355733) | > loss_disc_real_2: 0.2023346722126007 (0.21005611677141584) | > loss_disc_real_3: 0.2585677206516266 (0.23015866230225426) | > loss_disc_real_4: 0.2940933108329773 (0.23370806273271347) | > loss_disc_real_5: 0.285897821187973 (0.22436086533690344) | > loss_0: 2.455089569091797 (2.3706571152929716) | > grad_norm_0: tensor(15.6339, device='cuda:0') (tensor(10.0440, device='cuda:0')) | > loss_gen: 2.5077269077301025 (2.4622893234681795) | > loss_kl: 2.153357744216919 (2.0215080821302522) | > loss_feat: 7.079064846038818 (6.945089509501258) | > loss_mel: 17.132099151611328 (17.29533121571739) | > loss_duration: 2.057342529296875 (2.002641294129502) | > loss_1: 30.929590225219727 (30.726859436938042) | > grad_norm_1: tensor(262.5024, device='cuda:0') (tensor(118.0602, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3832 (0.37147892720600545) | > loader_time: 0.0064 (0.003931512494059004)  --> TIME: 2024-06-12 00:54:02 -- STEP: 194/330 -- GLOBAL_STEP: 339325 | > loss_disc: 2.463172435760498 (2.3726741689996618) | > loss_disc_real_0: 0.09978345781564713 (0.11554994267056283) | > loss_disc_real_1: 0.22747670114040375 (0.19624194318486246) | > loss_disc_real_2: 0.23778288066387177 (0.21074205621616127) | > loss_disc_real_3: 0.26641860604286194 (0.23047216705133008) | > loss_disc_real_4: 0.2598840296268463 (0.23388139358193605) | > loss_disc_real_5: 0.2245330959558487 (0.22389519675490782) | > loss_0: 2.463172435760498 (2.3726741689996618) | > grad_norm_0: tensor(13.7966, device='cuda:0') (tensor(12.0995, device='cuda:0')) | > loss_gen: 2.4149160385131836 (2.4625022251581394) | > loss_kl: 2.2303504943847656 (2.0256727927738853) | > loss_feat: 6.31839656829834 (6.925602310711574) | > loss_mel: 17.02594566345215 (17.24535158983211) | > loss_duration: 2.0359504222869873 (2.0108621243349063) | > loss_1: 30.025558471679688 (30.669991070462256) | > grad_norm_1: tensor(328.8454, device='cuda:0') (tensor(144.8056, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.4093 (0.375341929111284) | > loader_time: 0.0049 (0.004072394567666595)  --> TIME: 2024-06-12 00:54:12 -- STEP: 219/330 -- GLOBAL_STEP: 339350 | > loss_disc: 2.288278579711914 (2.3749454816182456) | > loss_disc_real_0: 0.08138995617628098 (0.11639235036013877) | > loss_disc_real_1: 0.19182687997817993 (0.19629813118340222) | > loss_disc_real_2: 0.20499488711357117 (0.2110778294061417) | > loss_disc_real_3: 0.23634357750415802 (0.23052734422357118) | > loss_disc_real_4: 0.2698639929294586 (0.23428740736828546) | > loss_disc_real_5: 0.19253462553024292 (0.2236700283201862) | > loss_0: 2.288278579711914 (2.3749454816182456) | > grad_norm_0: tensor(13.1041, device='cuda:0') (tensor(14.2634, device='cuda:0')) | > loss_gen: 2.724478006362915 (2.466666395805741) | > loss_kl: 2.1200058460235596 (2.030921793419477) | > loss_feat: 8.503385543823242 (6.946771127448233) | > loss_mel: 17.17857551574707 (17.202164584643217) | > loss_duration: 2.085275173187256 (2.017992010399632) | > loss_1: 32.61172103881836 (30.664515961250757) | > grad_norm_1: tensor(438.9787, device='cuda:0') (tensor(168.0119, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.3988 (0.37845754405679216) | > loader_time: 0.0053 (0.004212004953323435)  --> TIME: 2024-06-12 00:54:23 -- STEP: 244/330 -- GLOBAL_STEP: 339375 | > loss_disc: 2.382002830505371 (2.372353641713252) | > loss_disc_real_0: 0.15318536758422852 (0.11771232079042764) | > loss_disc_real_1: 0.16186897456645966 (0.1959718733903815) | > loss_disc_real_2: 0.23177210986614227 (0.21126919496254842) | > loss_disc_real_3: 0.2040623128414154 (0.23000740082781826) | > loss_disc_real_4: 0.21283109486103058 (0.23346867143619257) | > loss_disc_real_5: 0.2408226877450943 (0.2225687130674964) | > loss_0: 2.382002830505371 (2.372353641713252) | > grad_norm_0: tensor(49.0002, device='cuda:0') (tensor(17.4305, device='cuda:0')) | > loss_gen: 2.6402809619903564 (2.4701824608396303) | > loss_kl: 1.8819715976715088 (2.02921815534107) | > loss_feat: 7.038819789886475 (6.935469392870292) | > loss_mel: 16.59212303161621 (17.151712808452668) | > loss_duration: 2.048095226287842 (2.0270968182165126) | > loss_1: 30.201292037963867 (30.613679666988187) | > grad_norm_1: tensor(333.2047, device='cuda:0') (tensor(195.2098, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.4405 (0.3827301127011658) | > loader_time: 0.0054 (0.00433778274254721)  --> TIME: 2024-06-12 00:54:34 -- STEP: 269/330 -- GLOBAL_STEP: 339400 | > loss_disc: 2.270543098449707 (2.3730992030033833) | > loss_disc_real_0: 0.09657873213291168 (0.11892508779095008) | > loss_disc_real_1: 0.15894940495491028 (0.19635328462132737) | > loss_disc_real_2: 0.18536747992038727 (0.21094901100853558) | > loss_disc_real_3: 0.2210710495710373 (0.23027080114667747) | > loss_disc_real_4: 0.2218421995639801 (0.2332090596394911) | > loss_disc_real_5: 0.19699573516845703 (0.22273143749254784) | > loss_0: 2.270543098449707 (2.3730992030033833) | > grad_norm_0: tensor(32.4304, device='cuda:0') (tensor(19.0743, device='cuda:0')) | > loss_gen: 2.6897995471954346 (2.471284283138118) | > loss_kl: 1.9704753160476685 (2.033698063357612) | > loss_feat: 7.1456990242004395 (6.951665305736782) | > loss_mel: 15.959732055664062 (17.12672268679594) | > loss_duration: 2.1436805725097656 (2.0354444790063746) | > loss_1: 29.909387588500977 (30.618814822909556) | > grad_norm_1: tensor(476.1504, device='cuda:0') (tensor(220.9367, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.4451 (0.38751420301132483) | > loader_time: 0.0063 (0.0045024036917987835)  --> TIME: 2024-06-12 00:54:46 -- STEP: 294/330 -- GLOBAL_STEP: 339425 | > loss_disc: 2.4230074882507324 (2.3769957524578587) | > loss_disc_real_0: 0.14085234701633453 (0.12043187825554082) | > loss_disc_real_1: 0.1931942254304886 (0.19713338140119502) | > loss_disc_real_2: 0.2396697849035263 (0.21149815897755073) | > loss_disc_real_3: 0.21901848912239075 (0.23039118438756384) | > loss_disc_real_4: 0.226399227976799 (0.23330232085419345) | > loss_disc_real_5: 0.2703251242637634 (0.2230230997107467) | > loss_0: 2.4230074882507324 (2.3769957524578587) | > grad_norm_0: tensor(35.5011, device='cuda:0') (tensor(20.0857, device='cuda:0')) | > loss_gen: 2.3448917865753174 (2.468090822096584) | > loss_kl: 1.941007375717163 (2.0344522927894073) | > loss_feat: 6.988158226013184 (6.940897369060386) | > loss_mel: 17.03093719482422 (17.080702243208073) | > loss_duration: 2.184011936187744 (2.0456128959753084) | > loss_1: 30.48900604248047 (30.569755612587443) | > grad_norm_1: tensor(498.0474, device='cuda:0') (tensor(234.4236, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.4598 (0.3935852488692926) | > loader_time: 0.0074 (0.004667258587013299)  --> TIME: 2024-06-12 00:54:59 -- STEP: 319/330 -- GLOBAL_STEP: 339450 | > loss_disc: 2.4728848934173584 (2.3765477872567486) | > loss_disc_real_0: 0.176002636551857 (0.12132606905269025) | > loss_disc_real_1: 0.2022608071565628 (0.19711497785716223) | > loss_disc_real_2: 0.23721466958522797 (0.21140668646295244) | > loss_disc_real_3: 0.2500040829181671 (0.23040328733039125) | > loss_disc_real_4: 0.2239547073841095 (0.23297843860234582) | > loss_disc_real_5: 0.2088276892900467 (0.22275277719976014) | > loss_0: 2.4728848934173584 (2.3765477872567486) | > grad_norm_0: tensor(42.1385, device='cuda:0') (tensor(20.6660, device='cuda:0')) | > loss_gen: 2.474242925643921 (2.467369320250603) | > loss_kl: 1.9900968074798584 (2.0373775596528967) | > loss_feat: 7.151558876037598 (6.954610891850391) | > loss_mel: 16.695232391357422 (17.03290192834263) | > loss_duration: 2.2399868965148926 (2.0597390392357284) | > loss_1: 30.551116943359375 (30.551998736342668) | > grad_norm_1: tensor(373.3287, device='cuda:0') (tensor(248.4050, device='cuda:0')) | > current_lr_0: 0.00018185077273812325 | > current_lr_1: 0.00018185077273812325 | > step_time: 0.5707 (0.4027584167109762) | > loader_time: 0.0083 (0.004898682657080385)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5960988998413086 (2.5960988998413086) | > loss_disc_real_0: 0.23552364110946655 (0.23552364110946655) | > loss_disc_real_1: 0.22407808899879456 (0.22407808899879456) | > loss_disc_real_2: 0.2610018849372864 (0.2610018849372864) | > loss_disc_real_3: 0.29422253370285034 (0.29422253370285034) | > loss_disc_real_4: 0.26330193877220154 (0.26330193877220154) | > loss_disc_real_5: 0.2349901646375656 (0.2349901646375656) | > loss_0: 2.5960988998413086 (2.5960988998413086) | > loss_gen: 2.406619071960449 (2.406619071960449) | > loss_kl: 2.4781301021575928 (2.4781301021575928) | > loss_feat: 6.333933353424072 (6.333933353424072) | > loss_mel: 15.937581062316895 (15.937581062316895) | > loss_duration: 3.083718776702881 (3.083718776702881) | > loss_1: 30.2399845123291 (30.2399845123291)  --> STEP: 1 | > loss_disc: 2.0205345153808594 (2.0205345153808594) | > loss_disc_real_0: 0.060134876519441605 (0.060134876519441605) | > loss_disc_real_1: 0.1710565686225891 (0.1710565686225891) | > loss_disc_real_2: 0.19080689549446106 (0.19080689549446106) | > loss_disc_real_3: 0.25346359610557556 (0.25346359610557556) | > loss_disc_real_4: 0.13608647882938385 (0.13608647882938385) | > loss_disc_real_5: 0.2071504294872284 (0.2071504294872284) | > loss_0: 2.0205345153808594 (2.0205345153808594) | > loss_gen: 2.5343940258026123 (2.5343940258026123) | > loss_kl: 2.7442057132720947 (2.7442057132720947) | > loss_feat: 7.594985008239746 (7.594985008239746) | > loss_mel: 19.192459106445312 (19.192459106445312) | > loss_duration: 2.429630994796753 (2.429630994796753) | > loss_1: 34.49567413330078 (34.49567413330078)  --> STEP: 2 | > loss_disc: 2.4716405868530273 (2.2460875511169434) | > loss_disc_real_0: 0.10269658267498016 (0.08141572959721088) | > loss_disc_real_1: 0.2426946759223938 (0.20687562227249146) | > loss_disc_real_2: 0.24500523507595062 (0.21790606528520584) | > loss_disc_real_3: 0.2164796143770218 (0.23497160524129868) | > loss_disc_real_4: 0.22239473462104797 (0.1792406067252159) | > loss_disc_real_5: 0.2662910521030426 (0.2367207407951355) | > loss_0: 2.4716405868530273 (2.2460875511169434) | > loss_gen: 2.2820117473602295 (2.408202886581421) | > loss_kl: 3.016113758087158 (2.8801597356796265) | > loss_feat: 5.3947882652282715 (6.494886636734009) | > loss_mel: 17.34522247314453 (18.268840789794922) | > loss_duration: 2.5188441276550293 (2.474237561225891) | > loss_1: 30.55698013305664 (32.52632713317871)  --> STEP: 3 | > loss_disc: 2.4921064376831055 (2.3280938466389975) | > loss_disc_real_0: 0.10782089829444885 (0.0902174524962902) | > loss_disc_real_1: 0.18075791001319885 (0.19816971818606058) | > loss_disc_real_2: 0.2522892653942108 (0.2293671319882075) | > loss_disc_real_3: 0.25045672059059143 (0.24013331035772958) | > loss_disc_real_4: 0.25171494483947754 (0.2033987194299698) | > loss_disc_real_5: 0.2034708708524704 (0.22563745081424713) | > loss_0: 2.4921064376831055 (2.3280938466389975) | > loss_gen: 2.2380008697509766 (2.351468880971273) | > loss_kl: 3.3474137783050537 (3.0359110832214355) | > loss_feat: 5.967118740081787 (6.318964004516602) | > loss_mel: 17.2015380859375 (17.91307322184245) | > loss_duration: 2.3269567489624023 (2.4251439571380615) | > loss_1: 31.08102798461914 (32.04456075032552)  --> STEP: 4 | > loss_disc: 2.3541154861450195 (2.334599256515503) | > loss_disc_real_0: 0.1896750032901764 (0.11508184019476175) | > loss_disc_real_1: 0.21288731694221497 (0.20184911787509918) | > loss_disc_real_2: 0.2913433611392975 (0.24486118927598) | > loss_disc_real_3: 0.21685242652893066 (0.23431308940052986) | > loss_disc_real_4: 0.1412200778722763 (0.18785405904054642) | > loss_disc_real_5: 0.13992658257484436 (0.20420973375439644) | > loss_0: 2.3541154861450195 (2.334599256515503) | > loss_gen: 2.46665096282959 (2.380264401435852) | > loss_kl: 3.3181052207946777 (3.106459617614746) | > loss_feat: 8.7947416305542 (6.937908411026001) | > loss_mel: 17.954320907592773 (17.92338514328003) | > loss_duration: 2.39780592918396 (2.418309450149536) | > loss_1: 34.93162155151367 (32.76632595062256)  --> STEP: 5 | > loss_disc: 2.323169708251953 (2.332313346862793) | > loss_disc_real_0: 0.21580955386161804 (0.13522738292813302) | > loss_disc_real_1: 0.19641023874282837 (0.20076134204864501) | > loss_disc_real_2: 0.284117192029953 (0.2527123898267746) | > loss_disc_real_3: 0.26734310388565063 (0.240919092297554) | > loss_disc_real_4: 0.21089507639408112 (0.19246226251125337) | > loss_disc_real_5: 0.12710729241371155 (0.18878924548625947) | > loss_0: 2.323169708251953 (2.332313346862793) | > loss_gen: 2.5382001399993896 (2.4118515491485595) | > loss_kl: 2.318345546722412 (2.9488368034362793) | > loss_feat: 5.987803936004639 (6.747887516021729) | > loss_mel: 19.528127670288086 (18.24433364868164) | > loss_duration: 2.3398892879486084 (2.4026254177093507) | > loss_1: 32.71236801147461 (32.75553436279297)  --> STEP: 6 | > loss_disc: 2.4799392223358154 (2.35691765944163) | > loss_disc_real_0: 0.13693854212760925 (0.1355125761280457) | > loss_disc_real_1: 0.1876073181629181 (0.1985690047343572) | > loss_disc_real_2: 0.22717851400375366 (0.24845674385627112) | > loss_disc_real_3: 0.2408195286989212 (0.24090249836444855) | > loss_disc_real_4: 0.27837198972702026 (0.20678055038054785) | > loss_disc_real_5: 0.2773692309856415 (0.20355257640282312) | > loss_0: 2.4799392223358154 (2.35691765944163) | > loss_gen: 2.3667101860046387 (2.4043279886245728) | > loss_kl: 3.6799023151397705 (3.0706810553868613) | > loss_feat: 4.598183631896973 (6.3896035353342695) | > loss_mel: 19.010034561157227 (18.37195046742757) | > loss_duration: 2.234009265899658 (2.3745227257410684) | > loss_1: 31.888839721679688 (32.61108525594076)  --> STEP: 7 | > loss_disc: 2.7160022258758545 (2.4082154546465193) | > loss_disc_real_0: 0.1794179230928421 (0.14178476855158806) | > loss_disc_real_1: 0.29520130157470703 (0.21237361856869288) | > loss_disc_real_2: 0.25987616181373596 (0.2500880892787661) | > loss_disc_real_3: 0.3514805734157562 (0.2566993662289211) | > loss_disc_real_4: 0.29203957319259644 (0.21896041078226908) | > loss_disc_real_5: 0.29950621724128723 (0.21726023937974656) | > loss_0: 2.7160022258758545 (2.4082154546465193) | > loss_gen: 2.441782236099243 (2.4096785954066684) | > loss_kl: 4.592464447021484 (3.288078682763236) | > loss_feat: 5.490007400512695 (6.26108980178833) | > loss_mel: 18.60679817199707 (18.405500139508927) | > loss_duration: 2.5448970794677734 (2.398861919130598) | > loss_1: 33.67594909667969 (32.7632086617606)  --> STEP: 8 | > loss_disc: 2.5785298347473145 (2.4295047521591187) | > loss_disc_real_0: 0.13420143723487854 (0.14083685213699937) | > loss_disc_real_1: 0.21215187013149261 (0.21234590001404285) | > loss_disc_real_2: 0.19908694922924042 (0.24371294677257538) | > loss_disc_real_3: 0.24801507592201233 (0.2556138299405575) | > loss_disc_real_4: 0.208335280418396 (0.21763226948678493) | > loss_disc_real_5: 0.2103579342365265 (0.21639745123684406) | > loss_0: 2.5785298347473145 (2.4295047521591187) | > loss_gen: 1.9416885375976562 (2.351179838180542) | > loss_kl: 3.273542642593384 (3.2862616777420044) | > loss_feat: 4.909223556518555 (6.092106521129608) | > loss_mel: 15.415677070617676 (18.031772255897522) | > loss_duration: 2.3370108604431152 (2.3911305367946625) | > loss_1: 27.87714195251465 (32.15245032310486)  --> STEP: 9 | > loss_disc: 2.4255096912384033 (2.4290608565012612) | > loss_disc_real_0: 0.19507214426994324 (0.14686299570732647) | > loss_disc_real_1: 0.2587595283985138 (0.21750296983453962) | > loss_disc_real_2: 0.22847077250480652 (0.2420193718539344) | > loss_disc_real_3: 0.20259548723697662 (0.24972290297349295) | > loss_disc_real_4: 0.20333565771579742 (0.21604375706778634) | > loss_disc_real_5: 0.1559550166130066 (0.20968162516752878) | > loss_0: 2.4255096912384033 (2.4290608565012612) | > loss_gen: 2.529519557952881 (2.370995362599691) | > loss_kl: 2.2495179176330566 (3.171067926618788) | > loss_feat: 10.899397850036621 (6.626250002119276) | > loss_mel: 18.844324111938477 (18.122055795457626) | > loss_duration: 2.1883153915405273 (2.368595520655314) | > loss_1: 36.71107482910156 (32.65896415710449)  --> STEP: 10 | > loss_disc: 2.7462384700775146 (2.4607786178588866) | > loss_disc_real_0: 0.19451165199279785 (0.1516278613358736) | > loss_disc_real_1: 0.1981561779975891 (0.21556829065084457) | > loss_disc_real_2: 0.2724713683128357 (0.24506457149982452) | > loss_disc_real_3: 0.3141305446624756 (0.2561636671423912) | > loss_disc_real_4: 0.22251491248607635 (0.21669087260961534) | > loss_disc_real_5: 0.25899821519851685 (0.21461328417062758) | > loss_0: 2.7462384700775146 (2.4607786178588866) | > loss_gen: 1.9857677221298218 (2.332472598552704) | > loss_kl: 3.092284917831421 (3.1631896257400514) | > loss_feat: 3.04958176612854 (6.268583178520203) | > loss_mel: 12.540088653564453 (17.563859081268312) | > loss_duration: 2.363499164581299 (2.3680858850479125) | > loss_1: 23.031221389770508 (31.696189880371094)  --> STEP: 11 | > loss_disc: 2.6516811847686768 (2.4781333966688677) | > loss_disc_real_0: 0.16500747203826904 (0.15284418958154591) | > loss_disc_real_1: 0.2802535891532898 (0.22144877233288504) | > loss_disc_real_2: 0.18716973066329956 (0.23980140415104953) | > loss_disc_real_3: 0.2632334530353546 (0.2568063749508424) | > loss_disc_real_4: 0.20937781035900116 (0.2160260487686504) | > loss_disc_real_5: 0.23782218992710114 (0.21672318469394336) | > loss_0: 2.6516811847686768 (2.4781333966688677) | > loss_gen: 2.0144553184509277 (2.3035619367252695) | > loss_kl: 3.1759111881256104 (3.164346131411466) | > loss_feat: 4.908990383148193 (6.144983833486384) | > loss_mel: 17.02971649169922 (17.515300664034758) | > loss_duration: 2.555342197418213 (2.3851091861724854) | > loss_1: 29.684415817260742 (31.513301329179242)  --> STEP: 12 | > loss_disc: 2.5131564140319824 (2.481051981449127) | > loss_disc_real_0: 0.1592332124710083 (0.15337660815566778) | > loss_disc_real_1: 0.27997586131095886 (0.22632602974772453) | > loss_disc_real_2: 0.16447651386260986 (0.23352432996034622) | > loss_disc_real_3: 0.2717597484588623 (0.2580524894098441) | > loss_disc_real_4: 0.23043008148670197 (0.21722638482848802) | > loss_disc_real_5: 0.2910262644290924 (0.22291510800520578) | > loss_0: 2.5131564140319824 (2.481051981449127) | > loss_gen: 2.2860140800476074 (2.3020996153354645) | > loss_kl: 2.4404923915863037 (3.1040249864260354) | > loss_feat: 7.273946762084961 (6.239064077536265) | > loss_mel: 18.227083206176758 (17.574615875879925) | > loss_duration: 2.287749767303467 (2.3769959012667337) | > loss_1: 32.51528549194336 (31.596800009409588)  --> STEP: 13 | > loss_disc: 2.6306161880493164 (2.4925569204183726) | > loss_disc_real_0: 0.12512890994548798 (0.15120370829334626) | > loss_disc_real_1: 0.3193601965904236 (0.23348250412023985) | > loss_disc_real_2: 0.17601361870765686 (0.22910042909475473) | > loss_disc_real_3: 0.3230387270450592 (0.2630514307663991) | > loss_disc_real_4: 0.23653896152973175 (0.21871196765166062) | > loss_disc_real_5: 0.3395656943321228 (0.23188823003035325) | > loss_0: 2.6306161880493164 (2.4925569204183726) | > loss_gen: 2.4411802291870117 (2.312798124093276) | > loss_kl: 3.799898624420166 (3.1575537278101993) | > loss_feat: 7.053796291351318 (6.301735786291269) | > loss_mel: 17.961965560913086 (17.60441200549786) | > loss_duration: 2.338066577911377 (2.3740013379317064) | > loss_1: 33.594905853271484 (31.750500458937424)  --> STEP: 14 | > loss_disc: 2.3606691360473633 (2.483136364391872) | > loss_disc_real_0: 0.10868079960346222 (0.14816635767264025) | > loss_disc_real_1: 0.2516610622406006 (0.23478097255740846) | > loss_disc_real_2: 0.256477952003479 (0.2310559664453779) | > loss_disc_real_3: 0.27479809522628784 (0.2638904782278197) | > loss_disc_real_4: 0.15743644535541534 (0.21433514463050024) | > loss_disc_real_5: 0.17274242639541626 (0.22766352977071488) | > loss_0: 2.3606691360473633 (2.483136364391872) | > loss_gen: 2.279754161834717 (2.3104378410748074) | > loss_kl: 3.173327922821045 (3.1586804560252597) | > loss_feat: 7.030885696411133 (6.353817922728402) | > loss_mel: 19.024728775024414 (17.705863203321183) | > loss_duration: 2.3380839824676514 (2.3714358125414168) | > loss_1: 33.84678268432617 (31.900234903608048)  --> STEP: 15 | > loss_disc: 2.367992877960205 (2.4754601319630942) | > loss_disc_real_0: 0.11951019614934921 (0.14625594690442084) | > loss_disc_real_1: 0.15677154064178467 (0.22958034376303355) | > loss_disc_real_2: 0.23416505753993988 (0.23126323918501537) | > loss_disc_real_3: 0.17703278362751007 (0.2580999652544657) | > loss_disc_real_4: 0.0991319939494133 (0.20665493458509446) | > loss_disc_real_5: 0.1525159776210785 (0.22265369296073914) | > loss_0: 2.367992877960205 (2.4754601319630942) | > loss_gen: 2.2364015579223633 (2.3055020888646443) | > loss_kl: 3.270352602005005 (3.166125265757243) | > loss_feat: 8.112935066223145 (6.471092398961385) | > loss_mel: 18.445924758911133 (17.755200640360513) | > loss_duration: 2.378418445587158 (2.3719013214111326) | > loss_1: 34.44403076171875 (32.06982129414876)  --> STEP: 16 | > loss_disc: 2.544009208679199 (2.4797444492578506) | > loss_disc_real_0: 0.13959622383117676 (0.1458397142123431) | > loss_disc_real_1: 0.16622771322727203 (0.22562080435454845) | > loss_disc_real_2: 0.11668659746646881 (0.2241021990776062) | > loss_disc_real_3: 0.25710785388946533 (0.2580379582941532) | > loss_disc_real_4: 0.23145811259746552 (0.20820513321086764) | > loss_disc_real_5: 0.17653857171535492 (0.21977149788290262) | > loss_0: 2.544009208679199 (2.4797444492578506) | > loss_gen: 2.147813558578491 (2.29564655572176) | > loss_kl: 2.8182950019836426 (3.144385874271393) | > loss_feat: 7.541808128356934 (6.538012132048607) | > loss_mel: 17.381515502929688 (17.731845319271088) | > loss_duration: 2.3973686695098877 (2.373493030667305) | > loss_1: 32.286800384521484 (32.08338248729706)  --> STEP: 17 | > loss_disc: 2.607503652572632 (2.487259696511661) | > loss_disc_real_0: 0.18787628412246704 (0.14831245361882098) | > loss_disc_real_1: 0.20133735239505768 (0.22419236600399017) | > loss_disc_real_2: 0.2992643713951111 (0.2285235033315771) | > loss_disc_real_3: 0.27623745799064636 (0.2591085170998293) | > loss_disc_real_4: 0.24254819750785828 (0.2102253134636318) | > loss_disc_real_5: 0.32386812567710876 (0.22589482892962062) | > loss_0: 2.607503652572632 (2.487259696511661) | > loss_gen: 2.354600429534912 (2.299114430651945) | > loss_kl: 2.847247362136841 (3.126907138263478) | > loss_feat: 4.972449779510498 (6.44592022895813) | > loss_mel: 16.977163314819336 (17.68745226018569) | > loss_duration: 2.4692273139953613 (2.3791244590983673) | > loss_1: 29.62068748474121 (31.938518075382007)  --> STEP: 18 | > loss_disc: 2.483642101287842 (2.487058718999227) | > loss_disc_real_0: 0.0793582946062088 (0.14448166700700918) | > loss_disc_real_1: 0.17293895781040192 (0.2213449544376797) | > loss_disc_real_2: 0.14110836386680603 (0.22366710669464535) | > loss_disc_real_3: 0.2292400300502777 (0.2574491567081875) | > loss_disc_real_4: 0.20233869552612305 (0.2097871680226591) | > loss_disc_real_5: 0.17395181953907013 (0.22300910618570116) | > loss_0: 2.483642101287842 (2.487058718999227) | > loss_gen: 2.1176578998565674 (2.289033512274424) | > loss_kl: 2.7247776985168457 (3.1045666138331094) | > loss_feat: 8.780932426452637 (6.575643128818935) | > loss_mel: 19.417903900146484 (17.783588462405735) | > loss_duration: 2.307185649871826 (2.3751278585857816) | > loss_1: 35.34845733642578 (32.127959145439995)  --> STEP: 19 | > loss_disc: 2.627270460128784 (2.494438284321835) | > loss_disc_real_0: 0.16135823726654053 (0.14536990754698453) | > loss_disc_real_1: 0.30361080169677734 (0.22567473587236905) | > loss_disc_real_2: 0.18197935819625854 (0.22147301466841446) | > loss_disc_real_3: 0.2459469437599182 (0.25684377707933126) | > loss_disc_real_4: 0.24201618134975433 (0.2114834318819799) | > loss_disc_real_5: 0.2653656303882599 (0.22523839693320424) | > loss_0: 2.627270460128784 (2.494438284321835) | > loss_gen: 2.1803789138793945 (2.283314849201002) | > loss_kl: 2.750080108642578 (3.0859094293493974) | > loss_feat: 6.490813255310059 (6.571178398634258) | > loss_mel: 19.15401840209961 (17.85571635396857) | > loss_duration: 2.3637382984161377 (2.374528408050537) | > loss_1: 32.939029693603516 (32.17064706902755)  --> STEP: 20 | > loss_disc: 2.5034022331237793 (2.4948864817619323) | > loss_disc_real_0: 0.13330993056297302 (0.14476690869778394) | > loss_disc_real_1: 0.18295608460903168 (0.2235388033092022) | > loss_disc_real_2: 0.16651539504528046 (0.21872513368725777) | > loss_disc_real_3: 0.20432667434215546 (0.25421792194247245) | > loss_disc_real_4: 0.1609414666891098 (0.2089563336223364) | > loss_disc_real_5: 0.17346498370170593 (0.22264972627162932) | > loss_0: 2.5034022331237793 (2.4948864817619323) | > loss_gen: 2.085773468017578 (2.2734377801418306) | > loss_kl: 2.502307415008545 (3.056729328632355) | > loss_feat: 6.206852912902832 (6.552962124347687) | > loss_mel: 17.17730140686035 (17.821795606613158) | > loss_duration: 2.3153672218322754 (2.371570348739624) | > loss_1: 30.287601470947266 (32.07649478912354)  --> STEP: 21 | > loss_disc: 2.5652711391448975 (2.498238132113502) | > loss_disc_real_0: 0.10538782179355621 (0.1428917140832969) | > loss_disc_real_1: 0.16907916963100433 (0.2209454874197642) | > loss_disc_real_2: 0.25503209233283997 (0.22045403647990452) | > loss_disc_real_3: 0.29967406392097473 (0.25638250013192493) | > loss_disc_real_4: 0.23728035390377045 (0.21030509649288087) | > loss_disc_real_5: 0.24963141977787018 (0.22393456881954557) | > loss_0: 2.5652711391448975 (2.498238132113502) | > loss_gen: 2.0381107330322266 (2.2622317302794683) | > loss_kl: 3.3391106128692627 (3.07017605645316) | > loss_feat: 4.076446533203125 (6.43503281048366) | > loss_mel: 13.508980751037598 (17.61642347063337) | > loss_duration: 2.2171952724456787 (2.3642191546303883) | > loss_1: 25.17984390258789 (31.748082842145646)  --> STEP: 22 | > loss_disc: 2.2660093307495117 (2.487682277506048) | > loss_disc_real_0: 0.14930227398872375 (0.1431831031699072) | > loss_disc_real_1: 0.19770604372024536 (0.21988914906978607) | > loss_disc_real_2: 0.25950896739959717 (0.22222926061261783) | > loss_disc_real_3: 0.2142927050590515 (0.2544693276286125) | > loss_disc_real_4: 0.14980025589466095 (0.20755487646568904) | > loss_disc_real_5: 0.11275233328342438 (0.21888083084063095) | > loss_0: 2.2660093307495117 (2.487682277506048) | > loss_gen: 2.391116142272949 (2.2680901126428084) | > loss_kl: 2.3208906650543213 (3.0361176295713945) | > loss_feat: 6.952139854431152 (6.458537676117637) | > loss_mel: 16.64104652404785 (17.572088154879484) | > loss_duration: 2.2258355617523193 (2.3579289913177486) | > loss_1: 30.531030654907227 (31.692762288180266)  --> STEP: 23 | > loss_disc: 2.568350076675415 (2.4911895731221074) | > loss_disc_real_0: 0.16270609200000763 (0.14403192877121593) | > loss_disc_real_1: 0.2230444848537445 (0.22002633758213208) | > loss_disc_real_2: 0.19436992704868317 (0.22101798524027286) | > loss_disc_real_3: 0.3225805461406708 (0.25743068495522375) | > loss_disc_real_4: 0.255965918302536 (0.20965970437163892) | > loss_disc_real_5: 0.2673184871673584 (0.22098681589831476) | > loss_0: 2.568350076675415 (2.4911895731221074) | > loss_gen: 2.399052143096924 (2.2737841139669004) | > loss_kl: 3.140592575073242 (3.0406600185062573) | > loss_feat: 7.4409284591674805 (6.501250318858935) | > loss_mel: 16.797773361206055 (17.538422294284988) | > loss_duration: 2.3207814693450928 (2.3563138816667637) | > loss_1: 32.09912872314453 (31.710430394048277)  --> STEP: 24 | > loss_disc: 2.564530611038208 (2.494245449701945) | > loss_disc_real_0: 0.23574461042881012 (0.14785329050694904) | > loss_disc_real_1: 0.21885056793689728 (0.2199773471802473) | > loss_disc_real_2: 0.2616364061832428 (0.22271041944622993) | > loss_disc_real_3: 0.2326061874628067 (0.2563963308930397) | > loss_disc_real_4: 0.18372701108455658 (0.20857917548467717) | > loss_disc_real_5: 0.2119017094373703 (0.2206082697957754) | > loss_0: 2.564530611038208 (2.494245449701945) | > loss_gen: 2.4406673908233643 (2.28073758383592) | > loss_kl: 2.6015007495880127 (3.022361715634664) | > loss_feat: 6.520291328430176 (6.502043694257736) | > loss_mel: 17.185888290405273 (17.52373337745667) | > loss_duration: 2.4485158920288086 (2.3601556320985155) | > loss_1: 31.19686508178711 (31.689031839370728)  --> STEP: 25 | > loss_disc: 2.5226235389709473 (2.4953805732727052) | > loss_disc_real_0: 0.144084170460701 (0.14770252570509912) | > loss_disc_real_1: 0.16037294268608093 (0.21759317100048065) | > loss_disc_real_2: 0.1965877264738083 (0.22166551172733306) | > loss_disc_real_3: 0.2133404165506363 (0.25467409431934357) | > loss_disc_real_4: 0.23779712617397308 (0.20974789351224898) | > loss_disc_real_5: 0.2096593827009201 (0.2201703143119812) | > loss_0: 2.5226235389709473 (2.4953805732727052) | > loss_gen: 1.9386720657348633 (2.2670549631118773) | > loss_kl: 3.0223910808563232 (3.02236289024353) | > loss_feat: 3.5126092433929443 (6.3824663162231445) | > loss_mel: 10.758004188537598 (17.253104209899906) | > loss_duration: 2.398777961730957 (2.3617005252838132) | > loss_1: 21.630455017089844 (31.286688766479493)  --> STEP: 26 | > loss_disc: 2.303663969039917 (2.4880068577252903) | > loss_disc_real_0: 0.1244661957025528 (0.14680882070500118) | > loss_disc_real_1: 0.1674545258283615 (0.21566476157078376) | > loss_disc_real_2: 0.15972867608070374 (0.21928332574092424) | > loss_disc_real_3: 0.12107647210359573 (0.24953572423412249) | > loss_disc_real_4: 0.08364883810281754 (0.20489792984265548) | > loss_disc_real_5: 0.11133348196744919 (0.21598428229872996) | > loss_0: 2.303663969039917 (2.4880068577252903) | > loss_gen: 2.047520875930786 (2.2586113443741427) | > loss_kl: 2.0571324825286865 (2.9852386437929592) | > loss_feat: 14.202152252197266 (6.683223467606765) | > loss_mel: 20.941102981567383 (17.394950316502502) | > loss_duration: 2.284285545349121 (2.358723026055556) | > loss_1: 41.53219223022461 (31.680746592008152) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024674122150127706 (-5.853176116943403e-05) | > avg_loss_disc: 2.4880068577252903 (+0.07646877949054476) | > avg_loss_disc_real_0: 0.14680882070500118 (+0.016096279311638567) | > avg_loss_disc_real_1: 0.21566476157078376 (+0.049061374882092834) | > avg_loss_disc_real_2: 0.21928332574092424 (-0.011243502681071937) | > avg_loss_disc_real_3: 0.24953572423412249 (-0.006234671347416371) | > avg_loss_disc_real_4: 0.20489792984265548 (-0.04501616897491309) | > avg_loss_disc_real_5: 0.21598428229872996 (-0.04053871419567329) | > avg_loss_0: 2.4880068577252903 (+0.07646877949054476) | > avg_loss_gen: 2.2586113443741427 (-0.14817789426216788) | > avg_loss_kl: 2.9852386437929592 (+0.08159135855161193) | > avg_loss_feat: 6.683223467606765 (-0.7797407920543966) | > avg_loss_mel: 17.394950316502502 (-0.5201323949373631) | > avg_loss_duration: 2.358723026055556 (+0.009029828585111144) | > avg_loss_1: 31.680746592008152 (-1.3574305314284096)  > EPOCH: 762/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:55:25)   --> TIME: 2024-06-12 00:55:31 -- STEP: 14/330 -- GLOBAL_STEP: 339475 | > loss_disc: 2.3294034004211426 (2.329753177506583) | > loss_disc_real_0: 0.10595330595970154 (0.10554568256650652) | > loss_disc_real_1: 0.21735869348049164 (0.202882425061294) | > loss_disc_real_2: 0.21490401029586792 (0.2025401677404131) | > loss_disc_real_3: 0.2428121566772461 (0.2233856235231672) | > loss_disc_real_4: 0.23831550776958466 (0.22643733769655228) | > loss_disc_real_5: 0.24879249930381775 (0.22401721243347442) | > loss_0: 2.3294034004211426 (2.329753177506583) | > grad_norm_0: tensor(17.0937, device='cuda:0') (tensor(8.4343, device='cuda:0')) | > loss_gen: 2.603127956390381 (2.4944574662617276) | > loss_kl: 1.8268671035766602 (1.9382538454873222) | > loss_feat: 6.874417304992676 (6.926474469048636) | > loss_mel: 16.685253143310547 (17.661614826747346) | > loss_duration: 1.9975608587265015 (2.0685369031769887) | > loss_1: 29.987226486206055 (31.089338030133927) | > grad_norm_1: tensor(214.1687, device='cuda:0') (tensor(122.2243, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3558 (0.36719177450452534) | > loader_time: 0.0029 (0.0031454222542898996)  --> TIME: 2024-06-12 00:55:40 -- STEP: 39/330 -- GLOBAL_STEP: 339500 | > loss_disc: 2.422131299972534 (2.3523957545940695) | > loss_disc_real_0: 0.12682679295539856 (0.10893267870713504) | > loss_disc_real_1: 0.19895179569721222 (0.19861309535992452) | > loss_disc_real_2: 0.19699183106422424 (0.20726480315893125) | > loss_disc_real_3: 0.21031829714775085 (0.2283368164148086) | > loss_disc_real_4: 0.21251937747001648 (0.23049901922543845) | > loss_disc_real_5: 0.2088310867547989 (0.22718548621886817) | > loss_0: 2.422131299972534 (2.3523957545940695) | > grad_norm_0: tensor(13.7625, device='cuda:0') (tensor(9.1289, device='cuda:0')) | > loss_gen: 2.446833848953247 (2.49632181876745) | > loss_kl: 1.9596643447875977 (1.947911879955194) | > loss_feat: 7.495297908782959 (6.994215415074275) | > loss_mel: 17.4334774017334 (17.509638468424473) | > loss_duration: 2.030329942703247 (2.0120758123886886) | > loss_1: 31.365604400634766 (30.960163556612454) | > grad_norm_1: tensor(204.8416, device='cuda:0') (tensor(106.3937, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3647 (0.3647666344275841) | > loader_time: 0.0031 (0.003301571577023237) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_339500.pth  --> TIME: 2024-06-12 00:55:55 -- STEP: 64/330 -- GLOBAL_STEP: 339525 | > loss_disc: 2.4123048782348633 (2.366707868874073) | > loss_disc_real_0: 0.13440728187561035 (0.10867288371082395) | > loss_disc_real_1: 0.22101284563541412 (0.19677960546687245) | > loss_disc_real_2: 0.25427383184432983 (0.20736967935226858) | > loss_disc_real_3: 0.2695756256580353 (0.23016244149766862) | > loss_disc_real_4: 0.2657087743282318 (0.23449905426241457) | > loss_disc_real_5: 0.2666036784648895 (0.2276574291754514) | > loss_0: 2.4123048782348633 (2.366707868874073) | > grad_norm_0: tensor(11.0679, device='cuda:0') (tensor(10.0896, device='cuda:0')) | > loss_gen: 2.502934455871582 (2.4919376969337463) | > loss_kl: 2.223551034927368 (1.958489716053009) | > loss_feat: 6.735788822174072 (6.984261088073254) | > loss_mel: 17.943763732910156 (17.458928674459457) | > loss_duration: 1.997451663017273 (1.996624350547791) | > loss_1: 31.403488159179688 (30.89024168252945) | > grad_norm_1: tensor(198.4013, device='cuda:0') (tensor(122.4877, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3693 (0.3672235645353794) | > loader_time: 0.0036 (0.0034355148673057556)  --> TIME: 2024-06-12 00:56:04 -- STEP: 89/330 -- GLOBAL_STEP: 339550 | > loss_disc: 2.4525489807128906 (2.3719583414913563) | > loss_disc_real_0: 0.1150260716676712 (0.10937048871530576) | > loss_disc_real_1: 0.2404680848121643 (0.19741035077009308) | > loss_disc_real_2: 0.2414073795080185 (0.20888206613867472) | > loss_disc_real_3: 0.2539842128753662 (0.23062003646673782) | > loss_disc_real_4: 0.2509138882160187 (0.23356088292732669) | > loss_disc_real_5: 0.24539558589458466 (0.22786869744906266) | > loss_0: 2.4525489807128906 (2.3719583414913563) | > grad_norm_0: tensor(11.9579, device='cuda:0') (tensor(11.5553, device='cuda:0')) | > loss_gen: 2.536160469055176 (2.4791039107890613) | > loss_kl: 2.047008752822876 (1.9775406671374032) | > loss_feat: 6.655146598815918 (6.917133058055064) | > loss_mel: 16.884859085083008 (17.39802829871017) | > loss_duration: 2.008615493774414 (1.9902722487288917) | > loss_1: 30.13178825378418 (30.762078295932728) | > grad_norm_1: tensor(170.4216, device='cuda:0') (tensor(147.6692, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3577 (0.36626405930251227) | > loader_time: 0.0038 (0.003525163350480326)  --> TIME: 2024-06-12 00:56:13 -- STEP: 114/330 -- GLOBAL_STEP: 339575 | > loss_disc: 2.33681321144104 (2.3689667718452325) | > loss_disc_real_0: 0.13283969461917877 (0.10988451991426318) | > loss_disc_real_1: 0.18158932030200958 (0.19627853378392102) | > loss_disc_real_2: 0.1835484802722931 (0.20850311232763424) | > loss_disc_real_3: 0.24458922445774078 (0.23112630556549943) | > loss_disc_real_4: 0.2502244710922241 (0.23383581808261705) | > loss_disc_real_5: 0.23439505696296692 (0.22697249969892336) | > loss_0: 2.33681321144104 (2.3689667718452325) | > grad_norm_0: tensor(14.5849, device='cuda:0') (tensor(11.6263, device='cuda:0')) | > loss_gen: 2.660217046737671 (2.476275609250654) | > loss_kl: 2.078747272491455 (1.9916558861732483) | > loss_feat: 7.175902843475342 (6.923678281014426) | > loss_mel: 17.204017639160156 (17.355223220691354) | > loss_duration: 2.0258450508117676 (1.992166108206699) | > loss_1: 31.144729614257812 (30.738999149255584) | > grad_norm_1: tensor(69.8626, device='cuda:0') (tensor(150.5093, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3615 (0.36680227204373017) | > loader_time: 0.0039 (0.0036361552121346456)  --> TIME: 2024-06-12 00:56:23 -- STEP: 139/330 -- GLOBAL_STEP: 339600 | > loss_disc: 2.3346962928771973 (2.3685710790346) | > loss_disc_real_0: 0.12612010538578033 (0.11176621265334191) | > loss_disc_real_1: 0.16852718591690063 (0.19624210197290928) | > loss_disc_real_2: 0.20856794714927673 (0.20935758873284294) | > loss_disc_real_3: 0.19895274937152863 (0.23055659877739365) | > loss_disc_real_4: 0.2232917845249176 (0.2329695940875321) | > loss_disc_real_5: 0.20816543698310852 (0.22602503945072777) | > loss_0: 2.3346962928771973 (2.3685710790346) | > grad_norm_0: tensor(8.8585, device='cuda:0') (tensor(11.5713, device='cuda:0')) | > loss_gen: 2.4028406143188477 (2.4697221766272897) | > loss_kl: 2.096583604812622 (2.000809305005794) | > loss_feat: 6.880062103271484 (6.920292034423609) | > loss_mel: 16.515491485595703 (17.32370424613679) | > loss_duration: 2.0611305236816406 (1.9976043503919094) | > loss_1: 29.95610809326172 (30.712132158896907) | > grad_norm_1: tensor(81.8901, device='cuda:0') (tensor(148.4206, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3817 (0.3682791792231498) | > loader_time: 0.0042 (0.003747144191385173)  --> TIME: 2024-06-12 00:56:33 -- STEP: 164/330 -- GLOBAL_STEP: 339625 | > loss_disc: 2.415292263031006 (2.3686193663899493) | > loss_disc_real_0: 0.06985896825790405 (0.1132651892740552) | > loss_disc_real_1: 0.17856734991073608 (0.19647596222234937) | > loss_disc_real_2: 0.16689711809158325 (0.2092762820240928) | > loss_disc_real_3: 0.22266215085983276 (0.23014151950071499) | > loss_disc_real_4: 0.23308807611465454 (0.23265171278177238) | > loss_disc_real_5: 0.22475086152553558 (0.2250555994488844) | > loss_0: 2.415292263031006 (2.3686193663899493) | > grad_norm_0: tensor(11.0550, device='cuda:0') (tensor(11.6751, device='cuda:0')) | > loss_gen: 2.3496522903442383 (2.465721307731256) | > loss_kl: 2.084726095199585 (2.0142303312697054) | > loss_feat: 6.970268249511719 (6.91196016276755) | > loss_mel: 17.40277671813965 (17.296013762311244) | > loss_duration: 2.0644869804382324 (2.001209235045968) | > loss_1: 30.871910095214844 (30.689134783861114) | > grad_norm_1: tensor(154.7127, device='cuda:0') (tensor(150.7690, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.3732 (0.3702287223280931) | > loader_time: 0.0045 (0.003847261754477896)  --> TIME: 2024-06-12 00:56:43 -- STEP: 189/330 -- GLOBAL_STEP: 339650 | > loss_disc: 2.3869881629943848 (2.369730684492323) | > loss_disc_real_0: 0.09776128828525543 (0.11413082630230637) | > loss_disc_real_1: 0.20916494727134705 (0.19763721975069198) | > loss_disc_real_2: 0.16561740636825562 (0.20873440652297287) | > loss_disc_real_3: 0.22341157495975494 (0.23044591337915452) | > loss_disc_real_4: 0.24915900826454163 (0.23275753422073586) | > loss_disc_real_5: 0.21959710121154785 (0.22456258622111466) | > loss_0: 2.3869881629943848 (2.369730684492323) | > grad_norm_0: tensor(22.5290, device='cuda:0') (tensor(12.6869, device='cuda:0')) | > loss_gen: 2.4968862533569336 (2.465735720578955) | > loss_kl: 2.2568225860595703 (2.019005305552607) | > loss_feat: 6.080334663391113 (6.91740990441943) | > loss_mel: 16.851491928100586 (17.27043221488833) | > loss_duration: 2.078903913497925 (2.0090535109636) | > loss_1: 29.76443862915039 (30.68163664883407) | > grad_norm_1: tensor(374.1171, device='cuda:0') (tensor(166.2269, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.4026 (0.37242243908069766) | > loader_time: 0.0049 (0.00396422608188851)  --> TIME: 2024-06-12 00:56:53 -- STEP: 214/330 -- GLOBAL_STEP: 339675 | > loss_disc: 2.5121521949768066 (2.3737822960470325) | > loss_disc_real_0: 0.11979356408119202 (0.1161976380395555) | > loss_disc_real_1: 0.23191487789154053 (0.19762976982883204) | > loss_disc_real_2: 0.21118156611919403 (0.20976575276004933) | > loss_disc_real_3: 0.23758970201015472 (0.23062234344047922) | > loss_disc_real_4: 0.24740710854530334 (0.23296149632084034) | > loss_disc_real_5: 0.2852831184864044 (0.22446070736813767) | > loss_0: 2.5121521949768066 (2.3737822960470325) | > grad_norm_0: tensor(8.6459, device='cuda:0') (tensor(14.3612, device='cuda:0')) | > loss_gen: 2.165682554244995 (2.4691674720461116) | > loss_kl: 1.89411461353302 (2.0239922270596575) | > loss_feat: 6.069183349609375 (6.940589677507632) | > loss_mel: 16.76642417907715 (17.249462323768146) | > loss_duration: 2.1151700019836426 (2.0170167032803303) | > loss_1: 29.01057243347168 (30.700228388064374) | > grad_norm_1: tensor(325.0810, device='cuda:0') (tensor(184.9483, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.399 (0.37531037419755897) | > loader_time: 0.0056 (0.004095056346643747)  --> TIME: 2024-06-12 00:57:03 -- STEP: 239/330 -- GLOBAL_STEP: 339700 | > loss_disc: 2.4177327156066895 (2.37195911367568) | > loss_disc_real_0: 0.1441107988357544 (0.11624744481496731) | > loss_disc_real_1: 0.2101624310016632 (0.1977741279986114) | > loss_disc_real_2: 0.21058206260204315 (0.2100078090090133) | > loss_disc_real_3: 0.2090444713830948 (0.2302985120892026) | > loss_disc_real_4: 0.20930588245391846 (0.23257817066114816) | > loss_disc_real_5: 0.19743645191192627 (0.2233763084626098) | > loss_0: 2.4177327156066895 (2.37195911367568) | > grad_norm_0: tensor(15.2480, device='cuda:0') (tensor(16.3515, device='cuda:0')) | > loss_gen: 2.4228012561798096 (2.477317599571898) | > loss_kl: 2.0784554481506348 (2.026980824550326) | > loss_feat: 6.6252031326293945 (6.95407014910646) | > loss_mel: 16.62045669555664 (17.209381905559738) | > loss_duration: 2.0685293674468994 (2.0252985959272487) | > loss_1: 29.815446853637695 (30.693049043791063) | > grad_norm_1: tensor(603.0436, device='cuda:0') (tensor(212.2229, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.4141 (0.37904112109579313) | > loader_time: 0.0056 (0.0042340555949191136)  --> TIME: 2024-06-12 00:57:14 -- STEP: 264/330 -- GLOBAL_STEP: 339725 | > loss_disc: 2.259692430496216 (2.372222696289872) | > loss_disc_real_0: 0.08487281203269958 (0.11732113276692954) | > loss_disc_real_1: 0.18652400374412537 (0.1978724677341454) | > loss_disc_real_2: 0.20570838451385498 (0.2102627336527362) | > loss_disc_real_3: 0.2234051674604416 (0.23028361548980078) | > loss_disc_real_4: 0.23751097917556763 (0.2320432678203691) | > loss_disc_real_5: 0.22515997290611267 (0.22340974381024184) | > loss_0: 2.259692430496216 (2.372222696289872) | > grad_norm_0: tensor(29.3319, device='cuda:0') (tensor(18.7977, device='cuda:0')) | > loss_gen: 2.5863826274871826 (2.4808310369650517) | > loss_kl: 2.059175968170166 (2.031328482609807) | > loss_feat: 7.809830665588379 (6.971830293987736) | > loss_mel: 17.26822280883789 (17.19184953877422) | > loss_duration: 2.146627902984619 (2.033302052906064) | > loss_1: 31.8702392578125 (30.70914136279713) | > grad_norm_1: tensor(399.6870, device='cuda:0') (tensor(232.7973, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.4412 (0.38321928092927654) | > loader_time: 0.0063 (0.004375135356729677)  --> TIME: 2024-06-12 00:57:26 -- STEP: 289/330 -- GLOBAL_STEP: 339750 | > loss_disc: 2.586510181427002 (2.3747819839464337) | > loss_disc_real_0: 0.13635101914405823 (0.11923753158237695) | > loss_disc_real_1: 0.21522517502307892 (0.19792586245338809) | > loss_disc_real_2: 0.20157958567142487 (0.21028342703840724) | > loss_disc_real_3: 0.21844348311424255 (0.23038658747211047) | > loss_disc_real_4: 0.22369955480098724 (0.23179246490389419) | > loss_disc_real_5: 0.21318915486335754 (0.2228040411604317) | > loss_0: 2.586510181427002 (2.3747819839464337) | > grad_norm_0: tensor(26.9774, device='cuda:0') (tensor(21.0093, device='cuda:0')) | > loss_gen: 2.1994335651397705 (2.4828942713028) | > loss_kl: 2.1067800521850586 (2.0345773498904736) | > loss_feat: 5.723667144775391 (6.98077300015618) | > loss_mel: 15.39482593536377 (17.13183042004861) | > loss_duration: 2.1872477531433105 (2.043214465095097) | > loss_1: 27.611955642700195 (30.67328948050634) | > grad_norm_1: tensor(334.2588, device='cuda:0') (tensor(253.5839, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.461 (0.3895936779497405) | > loader_time: 0.0073 (0.00456331592942604)  --> TIME: 2024-06-12 00:57:39 -- STEP: 314/330 -- GLOBAL_STEP: 339775 | > loss_disc: 2.3609530925750732 (2.3798752172737347) | > loss_disc_real_0: 0.16244347393512726 (0.12075044940801183) | > loss_disc_real_1: 0.22176013886928558 (0.19877464770321635) | > loss_disc_real_2: 0.18767626583576202 (0.2105136415001693) | > loss_disc_real_3: 0.2075919657945633 (0.23057142607155878) | > loss_disc_real_4: 0.23833894729614258 (0.2321918437340457) | > loss_disc_real_5: 0.2113606184720993 (0.22343413299246198) | > loss_0: 2.3609530925750732 (2.3798752172737347) | > grad_norm_0: tensor(8.0542, device='cuda:0') (tensor(20.9529, device='cuda:0')) | > loss_gen: 2.4741055965423584 (2.4743852425532737) | > loss_kl: 2.1340246200561523 (2.0374958507574275) | > loss_feat: 6.855933666229248 (6.9701285286314185) | > loss_mel: 16.06920623779297 (17.08860787312697) | > loss_duration: 2.2489044666290283 (2.056368686970631) | > loss_1: 29.782175064086914 (30.626986169511344) | > grad_norm_1: tensor(145.7290, device='cuda:0') (tensor(251.9887, device='cuda:0')) | > current_lr_0: 0.00018182804139153097 | > current_lr_1: 0.00018182804139153097 | > step_time: 0.5483 (0.39950415207322243) | > loader_time: 0.0081 (0.0048024487343563405)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5517148971557617 (2.5517148971557617) | > loss_disc_real_0: 0.05469336360692978 (0.05469336360692978) | > loss_disc_real_1: 0.1799136996269226 (0.1799136996269226) | > loss_disc_real_2: 0.26593017578125 (0.26593017578125) | > loss_disc_real_3: 0.27198758721351624 (0.27198758721351624) | > loss_disc_real_4: 0.2841531038284302 (0.2841531038284302) | > loss_disc_real_5: 0.2987176775932312 (0.2987176775932312) | > loss_0: 2.5517148971557617 (2.5517148971557617) | > loss_gen: 2.2538280487060547 (2.2538280487060547) | > loss_kl: 2.4342970848083496 (2.4342970848083496) | > loss_feat: 6.605374336242676 (6.605374336242676) | > loss_mel: 13.835358619689941 (13.835358619689941) | > loss_duration: 3.049116849899292 (3.049116849899292) | > loss_1: 28.177974700927734 (28.177974700927734)  --> STEP: 1 | > loss_disc: 2.2682485580444336 (2.2682485580444336) | > loss_disc_real_0: 0.0641651451587677 (0.0641651451587677) | > loss_disc_real_1: 0.09879722446203232 (0.09879722446203232) | > loss_disc_real_2: 0.15280568599700928 (0.15280568599700928) | > loss_disc_real_3: 0.21448668837547302 (0.21448668837547302) | > loss_disc_real_4: 0.2541196346282959 (0.2541196346282959) | > loss_disc_real_5: 0.18674299120903015 (0.18674299120903015) | > loss_0: 2.2682485580444336 (2.2682485580444336) | > loss_gen: 2.0509769916534424 (2.0509769916534424) | > loss_kl: 4.082636833190918 (4.082636833190918) | > loss_feat: 7.469650745391846 (7.469650745391846) | > loss_mel: 17.37179183959961 (17.37179183959961) | > loss_duration: 2.4290103912353516 (2.4290103912353516) | > loss_1: 33.40406799316406 (33.40406799316406)  --> STEP: 2 | > loss_disc: 2.633061408996582 (2.450654983520508) | > loss_disc_real_0: 0.08187617361545563 (0.07302065938711166) | > loss_disc_real_1: 0.20256085693836212 (0.15067904070019722) | > loss_disc_real_2: 0.2635154724121094 (0.20816057920455933) | > loss_disc_real_3: 0.2977498173713684 (0.2561182528734207) | > loss_disc_real_4: 0.2661411166191101 (0.260130375623703) | > loss_disc_real_5: 0.2216205596923828 (0.20418177545070648) | > loss_0: 2.633061408996582 (2.450654983520508) | > loss_gen: 2.0405728816986084 (2.0457749366760254) | > loss_kl: 2.7253835201263428 (3.4040101766586304) | > loss_feat: 5.3045573234558105 (6.387104034423828) | > loss_mel: 18.21742057800293 (17.79460620880127) | > loss_duration: 2.5524394512176514 (2.4907249212265015) | > loss_1: 30.84037208557129 (32.122220039367676)  --> STEP: 3 | > loss_disc: 2.439875602722168 (2.447061856587728) | > loss_disc_real_0: 0.05768723785877228 (0.0679095188776652) | > loss_disc_real_1: 0.10879959911108017 (0.1367192268371582) | > loss_disc_real_2: 0.17937186360359192 (0.19856434067090353) | > loss_disc_real_3: 0.27487820386886597 (0.26237156987190247) | > loss_disc_real_4: 0.286104679107666 (0.268788476785024) | > loss_disc_real_5: 0.2869110107421875 (0.23175818721453348) | > loss_0: 2.439875602722168 (2.447061856587728) | > loss_gen: 2.154021739959717 (2.081857204437256) | > loss_kl: 3.0149056911468506 (3.274308681488037) | > loss_feat: 6.219756126403809 (6.331321398417155) | > loss_mel: 17.80267906188965 (17.79729715983073) | > loss_duration: 2.2710771560668945 (2.4175089995066323) | > loss_1: 31.462440490722656 (31.902293523152668)  --> STEP: 4 | > loss_disc: 2.645324945449829 (2.496627628803253) | > loss_disc_real_0: 0.0857611894607544 (0.0723724365234375) | > loss_disc_real_1: 0.23888012766838074 (0.16225945204496384) | > loss_disc_real_2: 0.23578667640686035 (0.20786992460489273) | > loss_disc_real_3: 0.27080848813056946 (0.2644807994365692) | > loss_disc_real_4: 0.23062537610530853 (0.25924770161509514) | > loss_disc_real_5: 0.16256946325302124 (0.21446100622415543) | > loss_0: 2.645324945449829 (2.496627628803253) | > loss_gen: 1.885148286819458 (2.0326799750328064) | > loss_kl: 4.207419395446777 (3.507586359977722) | > loss_feat: 4.812307357788086 (5.951567888259888) | > loss_mel: 14.353063583374023 (16.936238765716553) | > loss_duration: 2.3677780628204346 (2.405076265335083) | > loss_1: 27.62571907043457 (30.833149909973145)  --> STEP: 5 | > loss_disc: 2.5876126289367676 (2.514824628829956) | > loss_disc_real_0: 0.06993091851472855 (0.07188413292169571) | > loss_disc_real_1: 0.12695959210395813 (0.1551994800567627) | > loss_disc_real_2: 0.19572210311889648 (0.20544036030769347) | > loss_disc_real_3: 0.2438194304704666 (0.2603485256433487) | > loss_disc_real_4: 0.24758705496788025 (0.25691557228565215) | > loss_disc_real_5: 0.18225662410259247 (0.20802012979984283) | > loss_0: 2.5876126289367676 (2.514824628829956) | > loss_gen: 1.7350189685821533 (1.9731477737426757) | > loss_kl: 2.814495086669922 (3.368968105316162) | > loss_feat: 4.938015460968018 (5.748857402801514) | > loss_mel: 19.09972381591797 (17.368935775756835) | > loss_duration: 2.293480157852173 (2.382757043838501) | > loss_1: 30.880733489990234 (30.842666625976562)  --> STEP: 6 | > loss_disc: 2.4061715602874756 (2.496715784072876) | > loss_disc_real_0: 0.04971705377101898 (0.06818961972991626) | > loss_disc_real_1: 0.1549825221300125 (0.15516332040230432) | > loss_disc_real_2: 0.21754546463489532 (0.20745787769556046) | > loss_disc_real_3: 0.271734356880188 (0.26224616418282193) | > loss_disc_real_4: 0.23247651755809784 (0.25284239649772644) | > loss_disc_real_5: 0.1828611195087433 (0.20382696141799292) | > loss_0: 2.4061715602874756 (2.496715784072876) | > loss_gen: 2.0420217514038086 (1.9846267700195312) | > loss_kl: 3.840979814529419 (3.4476367235183716) | > loss_feat: 6.476343154907227 (5.870105028152466) | > loss_mel: 17.97321128845215 (17.469648361206055) | > loss_duration: 2.1934077739715576 (2.3511988321940103) | > loss_1: 32.52596664428711 (31.12321662902832)  --> STEP: 7 | > loss_disc: 2.4685282707214355 (2.4926889964512418) | > loss_disc_real_0: 0.061658021062612534 (0.06725653420601573) | > loss_disc_real_1: 0.18173983693122864 (0.1589599656207221) | > loss_disc_real_2: 0.19004927575588226 (0.2049709345613207) | > loss_disc_real_3: 0.2989943027496338 (0.26749589826379505) | > loss_disc_real_4: 0.2884526550769806 (0.25792957629476276) | > loss_disc_real_5: 0.20908720791339874 (0.2045784252030509) | > loss_0: 2.4685282707214355 (2.4926889964512418) | > loss_gen: 2.256544828414917 (2.0234722069331577) | > loss_kl: 4.409032821655273 (3.5849790232522145) | > loss_feat: 6.823598861694336 (6.006318432944162) | > loss_mel: 17.616626739501953 (17.490645272391184) | > loss_duration: 2.5233192443847656 (2.3757874625069753) | > loss_1: 33.629119873046875 (31.481202806745255)  --> STEP: 8 | > loss_disc: 2.4041337966918945 (2.4816195964813232) | > loss_disc_real_0: 0.12900732457637787 (0.07497538300231099) | > loss_disc_real_1: 0.10634618997573853 (0.15238324366509914) | > loss_disc_real_2: 0.2464444488286972 (0.21015512384474277) | > loss_disc_real_3: 0.24665504693984985 (0.2648907918483019) | > loss_disc_real_4: 0.21709933876991272 (0.2528257966041565) | > loss_disc_real_5: 0.1871308982372284 (0.20239748433232307) | > loss_0: 2.4041337966918945 (2.4816195964813232) | > loss_gen: 2.2568085193634033 (2.0526392459869385) | > loss_kl: 2.75683331489563 (3.4814608097076416) | > loss_feat: 10.014241218566895 (6.507308781147003) | > loss_mel: 19.723644256591797 (17.76977014541626) | > loss_duration: 2.2753891944885254 (2.363237679004669) | > loss_1: 37.026920318603516 (32.17441749572754)  --> STEP: 9 | > loss_disc: 2.486325263977051 (2.482142448425293) | > loss_disc_real_0: 0.08168360590934753 (0.07572074110309283) | > loss_disc_real_1: 0.21707239747047424 (0.15957092742125192) | > loss_disc_real_2: 0.28152960538864136 (0.21808562179406485) | > loss_disc_real_3: 0.3162703812122345 (0.2705996351109611) | > loss_disc_real_4: 0.21798154711723328 (0.24895421332783169) | > loss_disc_real_5: 0.21033792197704315 (0.2032797551817364) | > loss_0: 2.486325263977051 (2.482142448425293) | > loss_gen: 2.306032180786133 (2.080794016520182) | > loss_kl: 2.6911566257476807 (3.3936492337120905) | > loss_feat: 8.845001220703125 (6.767052385542128) | > loss_mel: 17.73599624633789 (17.766017489963108) | > loss_duration: 2.1482343673706055 (2.33934842215644) | > loss_1: 33.72642135620117 (32.346862369113495)  --> STEP: 10 | > loss_disc: 2.272216320037842 (2.4611498355865478) | > loss_disc_real_0: 0.06626798212528229 (0.07477546520531178) | > loss_disc_real_1: 0.22383879125118256 (0.165997713804245) | > loss_disc_real_2: 0.25632262229919434 (0.2219093218445778) | > loss_disc_real_3: 0.2835124433040619 (0.27189091593027115) | > loss_disc_real_4: 0.27290457487106323 (0.25134924948215487) | > loss_disc_real_5: 0.23402193188667297 (0.20635397285223006) | > loss_0: 2.272216320037842 (2.4611498355865478) | > loss_gen: 2.564816474914551 (2.1291962623596192) | > loss_kl: 2.681469678878784 (3.32243127822876) | > loss_feat: 6.815491676330566 (6.771896314620972) | > loss_mel: 16.59225845336914 (17.64864158630371) | > loss_duration: 2.38726806640625 (2.344140386581421) | > loss_1: 31.041305541992188 (32.21630668640137)  --> STEP: 11 | > loss_disc: 2.561420440673828 (2.470265345139937) | > loss_disc_real_0: 0.09148728847503662 (0.07629472186619585) | > loss_disc_real_1: 0.14387787878513336 (0.16398681971159848) | > loss_disc_real_2: 0.2783823609352112 (0.22704323448918082) | > loss_disc_real_3: 0.24603408575057983 (0.26954029500484467) | > loss_disc_real_4: 0.2683775722980499 (0.2528972788290544) | > loss_disc_real_5: 0.2755582630634308 (0.21264527196233923) | > loss_0: 2.561420440673828 (2.470265345139937) | > loss_gen: 2.1912975311279297 (2.1348418322476475) | > loss_kl: 4.0555009841918945 (3.389073978770863) | > loss_feat: 7.129083633422852 (6.804367889057506) | > loss_mel: 16.796743392944336 (17.571196295998313) | > loss_duration: 2.502671957015991 (2.358552347530018) | > loss_1: 32.675296783447266 (32.258033058860086)  --> STEP: 12 | > loss_disc: 2.499551773071289 (2.472705880800883) | > loss_disc_real_0: 0.06740126013755798 (0.07555360005547603) | > loss_disc_real_1: 0.14173492789268494 (0.1621324953933557) | > loss_disc_real_2: 0.256635457277298 (0.22950925305485725) | > loss_disc_real_3: 0.26807349920272827 (0.26941806202133495) | > loss_disc_real_4: 0.26120737195014954 (0.25358978658914566) | > loss_disc_real_5: 0.2544530928134918 (0.2161292570332686) | > loss_0: 2.499551773071289 (2.472705880800883) | > loss_gen: 2.101083993911743 (2.1320286790529885) | > loss_kl: 2.947721242904663 (3.3522945841153464) | > loss_feat: 5.778356075286865 (6.718866904576619) | > loss_mel: 16.32202911376953 (17.46709903081258) | > loss_duration: 2.2937116622924805 (2.353148957093557) | > loss_1: 29.442901611328125 (32.02343877156576)  --> STEP: 13 | > loss_disc: 2.3116252422332764 (2.4603150624495287) | > loss_disc_real_0: 0.11821500957012177 (0.078835246941218) | > loss_disc_real_1: 0.18912868201732635 (0.16420912513366112) | > loss_disc_real_2: 0.23355597257614136 (0.2298205391718791) | > loss_disc_real_3: 0.2444406896829605 (0.26749672568761385) | > loss_disc_real_4: 0.24754787981510162 (0.25312502452960384) | > loss_disc_real_5: 0.19070330262184143 (0.21417341438623574) | > loss_0: 2.3116252422332764 (2.4603150624495287) | > loss_gen: 2.4323596954345703 (2.155131064928495) | > loss_kl: 3.1927008628845215 (3.3400181440206675) | > loss_feat: 6.700915813446045 (6.717486051412729) | > loss_mel: 16.946489334106445 (17.427052131065956) | > loss_duration: 2.2503557205200195 (2.3452417850494385) | > loss_1: 31.522823333740234 (31.984929891733024)  --> STEP: 14 | > loss_disc: 2.6486458778381348 (2.473767263548715) | > loss_disc_real_0: 0.09347350150346756 (0.07988083655280727) | > loss_disc_real_1: 0.21146446466445923 (0.16758450652871812) | > loss_disc_real_2: 0.28874748945236206 (0.23402960704905645) | > loss_disc_real_3: 0.2841000556945801 (0.2686826778309686) | > loss_disc_real_4: 0.24730318784713745 (0.2527091790522848) | > loss_disc_real_5: 0.2350665032863617 (0.21566577787910188) | > loss_0: 2.6486458778381348 (2.473767263548715) | > loss_gen: 2.0965287685394287 (2.1509451866149902) | > loss_kl: 3.4419798851013184 (3.3473011255264282) | > loss_feat: 7.703981399536133 (6.787950004850115) | > loss_mel: 18.14578628540039 (17.478390284946986) | > loss_duration: 2.401215076446533 (2.349239877292088) | > loss_1: 33.789493560791016 (32.11382729666574)  --> STEP: 15 | > loss_disc: 2.5003294944763184 (2.4755380789438886) | > loss_disc_real_0: 0.17544400691986084 (0.0862517145772775) | > loss_disc_real_1: 0.16188164055347443 (0.16720431546370187) | > loss_disc_real_2: 0.2173338234424591 (0.23291655480861664) | > loss_disc_real_3: 0.2674309313297272 (0.26859922806421915) | > loss_disc_real_4: 0.24347522854804993 (0.25209358235200247) | > loss_disc_real_5: 0.23091243207454681 (0.21668222149213154) | > loss_0: 2.5003294944763184 (2.4755380789438886) | > loss_gen: 2.271588087081909 (2.158988046646118) | > loss_kl: 3.3494935035705566 (3.3474472840627034) | > loss_feat: 8.400973320007324 (6.8954848925272625) | > loss_mel: 17.214733123779297 (17.460813140869142) | > loss_duration: 2.408907175064087 (2.3532176971435548) | > loss_1: 33.645694732666016 (32.21595179239909)  --> STEP: 16 | > loss_disc: 2.7104811668395996 (2.4902220219373703) | > loss_disc_real_0: 0.19727428257465363 (0.09319062507711351) | > loss_disc_real_1: 0.152268186211586 (0.16627080738544464) | > loss_disc_real_2: 0.22441303730010986 (0.23238508496433496) | > loss_disc_real_3: 0.319094717502594 (0.2717551961541176) | > loss_disc_real_4: 0.30972880125045776 (0.2556957835331559) | > loss_disc_real_5: 0.2775639593601227 (0.220487330108881) | > loss_0: 2.7104811668395996 (2.4902220219373703) | > loss_gen: 2.2287163734436035 (2.163346067070961) | > loss_kl: 3.531153917312622 (3.3589289486408234) | > loss_feat: 8.05944538116455 (6.968232423067093) | > loss_mel: 17.609928131103516 (17.47013282775879) | > loss_duration: 2.3714418411254883 (2.3543567061424255) | > loss_1: 33.80068588256836 (32.31499767303467)  --> STEP: 17 | > loss_disc: 2.523790121078491 (2.4921966160044953) | > loss_disc_real_0: 0.11762407422065735 (0.09462788679143962) | > loss_disc_real_1: 0.16635502874851227 (0.16627576158327215) | > loss_disc_real_2: 0.23330052196979523 (0.23243893419995026) | > loss_disc_real_3: 0.24371282756328583 (0.27010564506053925) | > loss_disc_real_4: 0.2666226029396057 (0.25633853761588826) | > loss_disc_real_5: 0.2273123562335968 (0.22088880223386428) | > loss_0: 2.523790121078491 (2.4921966160044953) | > loss_gen: 2.1399319171905518 (2.1619687641368195) | > loss_kl: 2.5035135746002197 (3.30861039722667) | > loss_feat: 7.8550825119018555 (7.020400075351491) | > loss_mel: 18.409770965576172 (17.525405659395105) | > loss_duration: 2.423780918121338 (2.3584404833176555) | > loss_1: 33.33208084106445 (32.37482609468348)  --> STEP: 18 | > loss_disc: 2.267115592956543 (2.4796921147240534) | > loss_disc_real_0: 0.032811522483825684 (0.09119364432990551) | > loss_disc_real_1: 0.1348259449005127 (0.16452854954534107) | > loss_disc_real_2: 0.18102599680423737 (0.22958265990018845) | > loss_disc_real_3: 0.2204378992319107 (0.2673463258478377) | > loss_disc_real_4: 0.20980210602283478 (0.2537531803051631) | > loss_disc_real_5: 0.21906040608882904 (0.22078722467025122) | > loss_0: 2.267115592956543 (2.4796921147240534) | > loss_gen: 2.095897674560547 (2.1582981480492487) | > loss_kl: 2.73166561126709 (3.2765579091178045) | > loss_feat: 9.34748649597168 (7.149682654274835) | > loss_mel: 16.86092758178711 (17.488490210639107) | > loss_duration: 2.2651662826538086 (2.353258583280775) | > loss_1: 33.301143646240234 (32.42628818088107)  --> STEP: 19 | > loss_disc: 2.710092067718506 (2.491818428039551) | > loss_disc_real_0: 0.08680206537246704 (0.09096250859530348) | > loss_disc_real_1: 0.1630331426858902 (0.16444984392115944) | > loss_disc_real_2: 0.3358250856399536 (0.23517436651807083) | > loss_disc_real_3: 0.36540064215660095 (0.2725070793377726) | > loss_disc_real_4: 0.2885901927947998 (0.25558670727830185) | > loss_disc_real_5: 0.29284432530403137 (0.2245797036509765) | > loss_0: 2.710092067718506 (2.491818428039551) | > loss_gen: 2.3292622566223145 (2.1672962590267786) | > loss_kl: 2.4084596633911133 (3.2308685277637683) | > loss_feat: 7.228663921356201 (7.1538395630685905) | > loss_mel: 15.119490623474121 (17.363806021840947) | > loss_duration: 2.3921990394592285 (2.3553080809743783) | > loss_1: 29.47807502746582 (32.27111906754343)  --> STEP: 20 | > loss_disc: 2.5865907669067383 (2.49655704498291) | > loss_disc_real_0: 0.08775662630796432 (0.09080221448093653) | > loss_disc_real_1: 0.19227543473243713 (0.16584112346172333) | > loss_disc_real_2: 0.2197861671447754 (0.23440495654940605) | > loss_disc_real_3: 0.24279244244098663 (0.2710213474929333) | > loss_disc_real_4: 0.19444961845874786 (0.25252985283732415) | > loss_disc_real_5: 0.15297137200832367 (0.22099928706884384) | > loss_0: 2.5865907669067383 (2.49655704498291) | > loss_gen: 1.8264758586883545 (2.1502552390098577) | > loss_kl: 2.113431453704834 (3.1749966740608215) | > loss_feat: 5.084506034851074 (7.050372886657715) | > loss_mel: 14.92434024810791 (17.241832733154293) | > loss_duration: 2.2726633548736572 (2.351175844669342) | > loss_1: 26.221416473388672 (31.968633937835694)  --> STEP: 21 | > loss_disc: 2.3419148921966553 (2.4891931329454695) | > loss_disc_real_0: 0.056994788348674774 (0.08919233704606692) | > loss_disc_real_1: 0.23031912744045258 (0.16891150460356757) | > loss_disc_real_2: 0.23900720477104187 (0.2346241112266268) | > loss_disc_real_3: 0.20409853756427765 (0.26783454702014015) | > loss_disc_real_4: 0.2724763751029968 (0.2534796872309276) | > loss_disc_real_5: 0.24058663845062256 (0.22193201808702379) | > loss_0: 2.3419148921966553 (2.4891931329454695) | > loss_gen: 2.1962499618530273 (2.1524454639071515) | > loss_kl: 2.476393222808838 (3.1417298430488225) | > loss_feat: 5.216761112213135 (6.963058040255592) | > loss_mel: 14.958383560180664 (17.133097058250787) | > loss_duration: 2.1871025562286377 (2.3433628309340704) | > loss_1: 27.034893035888672 (31.733693894885835)  --> STEP: 22 | > loss_disc: 2.5188820362091064 (2.490542628548362) | > loss_disc_real_0: 0.051654886454343796 (0.08748608929189769) | > loss_disc_real_1: 0.1820230484008789 (0.16950748386708173) | > loss_disc_real_2: 0.2019994854927063 (0.23314117369326678) | > loss_disc_real_3: 0.19712339341640472 (0.26462040367451584) | > loss_disc_real_4: 0.2452481985092163 (0.253105528652668) | > loss_disc_real_5: 0.21491476893424988 (0.22161305221644315) | > loss_0: 2.5188820362091064 (2.490542628548362) | > loss_gen: 1.9161393642425537 (2.1417042775587607) | > loss_kl: 2.0557141304016113 (3.092365492473949) | > loss_feat: 6.677000999450684 (6.950055447491732) | > loss_mel: 17.60320472717285 (17.154465588656336) | > loss_duration: 2.191554307937622 (2.336462443525141) | > loss_1: 30.443614959716797 (31.675053943287242)  --> STEP: 23 | > loss_disc: 2.5291786193847656 (2.492222454236901) | > loss_disc_real_0: 0.06027800589799881 (0.08630312914433687) | > loss_disc_real_1: 0.13669805228710175 (0.1680809868418652) | > loss_disc_real_2: 0.21611268818378448 (0.2324008047580719) | > loss_disc_real_3: 0.33968791365623474 (0.2678842084563297) | > loss_disc_real_4: 0.3190458118915558 (0.25597249748914136) | > loss_disc_real_5: 0.2731837332248688 (0.22385525573854861) | > loss_0: 2.5291786193847656 (2.492222454236901) | > loss_gen: 2.1941301822662354 (2.1439836647199555) | > loss_kl: 2.6747543811798096 (3.0742084876350733) | > loss_feat: 5.381792068481445 (6.8818700831869375) | > loss_mel: 16.38648796081543 (17.12107525701108) | > loss_duration: 2.2756400108337402 (2.333817989929863) | > loss_1: 28.912805557250977 (31.55495618737262)  --> STEP: 24 | > loss_disc: 2.381322145462036 (2.487601608037948) | > loss_disc_real_0: 0.10555929690599442 (0.08710546946773927) | > loss_disc_real_1: 0.16505548357963562 (0.16795492420593897) | > loss_disc_real_2: 0.22004233300685883 (0.2318858684351047) | > loss_disc_real_3: 0.2514824867248535 (0.2672008033841849) | > loss_disc_real_4: 0.22282513976097107 (0.2545913575838009) | > loss_disc_real_5: 0.1879788488149643 (0.22236040545006594) | > loss_0: 2.381322145462036 (2.487601608037948) | > loss_gen: 2.1640076637268066 (2.1448179980119075) | > loss_kl: 2.665987491607666 (3.0571992794672647) | > loss_feat: 7.3120317459106445 (6.8997934858004255) | > loss_mel: 15.63400936126709 (17.059114178021748) | > loss_duration: 2.4030377864837646 (2.3367021481196084) | > loss_1: 30.179075241088867 (31.497627814610798)  --> STEP: 25 | > loss_disc: 2.4938206672668457 (2.487850370407104) | > loss_disc_real_0: 0.11918413639068604 (0.08838861614465714) | > loss_disc_real_1: 0.21073666214942932 (0.16966619372367858) | > loss_disc_real_2: 0.18660800158977509 (0.2300747537612915) | > loss_disc_real_3: 0.24546658992767334 (0.2663314348459245) | > loss_disc_real_4: 0.23868568241596222 (0.25395513057708735) | > loss_disc_real_5: 0.22374729812145233 (0.22241588115692137) | > loss_0: 2.4938206672668457 (2.487850370407104) | > loss_gen: 2.476072311401367 (2.158068170547486) | > loss_kl: 2.5742437839508057 (3.0378810596466064) | > loss_feat: 9.183489799499512 (6.991141338348388) | > loss_mel: 16.345439910888672 (17.030567207336425) | > loss_duration: 2.3865137100219727 (2.338694610595703) | > loss_1: 32.96575927734375 (31.556353073120118)  --> STEP: 26 | > loss_disc: 2.7689225673675537 (2.4986608395209675) | > loss_disc_real_0: 0.068063884973526 (0.08760689571499825) | > loss_disc_real_1: 0.31084156036376953 (0.17509601551752824) | > loss_disc_real_2: 0.18529197573661804 (0.22835233922188097) | > loss_disc_real_3: 0.16939716041088104 (0.26260319352149974) | > loss_disc_real_4: 0.18291351199150085 (0.2512227606314879) | > loss_disc_real_5: 0.1830812245607376 (0.22090300974937585) | > loss_0: 2.7689225673675537 (2.4986608395209675) | > loss_gen: 1.5680513381958008 (2.1353752154570365) | > loss_kl: 2.7721362113952637 (3.0276601039446316) | > loss_feat: 7.915227890014648 (7.026683128797091) | > loss_mel: 11.895413398742676 (16.83306129162128) | > loss_duration: 2.2745096683502197 (2.3362259589708767) | > loss_1: 26.425338745117188 (31.359006368196926) --> EVAL PERFORMANCE | > avg_loader_time: 0.002290744047898513 (-0.0001766681671142578) | > avg_loss_disc: 2.4986608395209675 (+0.010653981795677225) | > avg_loss_disc_real_0: 0.08760689571499825 (-0.05920192499000293) | > avg_loss_disc_real_1: 0.17509601551752824 (-0.04056874605325553) | > avg_loss_disc_real_2: 0.22835233922188097 (+0.009069013480956734) | > avg_loss_disc_real_3: 0.26260319352149974 (+0.013067469287377259) | > avg_loss_disc_real_4: 0.2512227606314879 (+0.04632483078883243) | > avg_loss_disc_real_5: 0.22090300974937585 (+0.004918727450645893) | > avg_loss_0: 2.4986608395209675 (+0.010653981795677225) | > avg_loss_gen: 2.1353752154570365 (-0.12323612891710622) | > avg_loss_kl: 3.0276601039446316 (+0.04242146015167236) | > avg_loss_feat: 7.026683128797091 (+0.3434596611903258) | > avg_loss_mel: 16.83306129162128 (-0.5618890248812214) | > avg_loss_duration: 2.3362259589708767 (-0.022497067084679134) | > avg_loss_1: 31.359006368196926 (-0.3217402238112257)  > EPOCH: 763/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 00:58:09)   --> TIME: 2024-06-12 00:58:13 -- STEP: 9/330 -- GLOBAL_STEP: 339800 | > loss_disc: 2.343832492828369 (2.337593581941393) | > loss_disc_real_0: 0.11729989945888519 (0.11480814342697461) | > loss_disc_real_1: 0.18934963643550873 (0.19931755463282266) | > loss_disc_real_2: 0.19225236773490906 (0.2070603089200126) | > loss_disc_real_3: 0.21668803691864014 (0.2307813266913096) | > loss_disc_real_4: 0.21263712644577026 (0.2314743548631668) | > loss_disc_real_5: 0.2073785662651062 (0.23030606740050846) | > loss_0: 2.343832492828369 (2.337593581941393) | > grad_norm_0: tensor(5.3626, device='cuda:0') (tensor(8.6661, device='cuda:0')) | > loss_gen: 2.3908257484436035 (2.5625995530022516) | > loss_kl: 1.802696704864502 (2.0082696941163807) | > loss_feat: 6.862483024597168 (7.034218046400282) | > loss_mel: 17.902698516845703 (17.749615987141926) | > loss_duration: 2.0815701484680176 (2.1204269197252064) | > loss_1: 31.040273666381836 (31.475130081176758) | > grad_norm_1: tensor(77.4160, device='cuda:0') (tensor(87.4550, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3385 (0.3616909186045329) | > loader_time: 0.0028 (0.0032171673244900173)  --> TIME: 2024-06-12 00:58:22 -- STEP: 34/330 -- GLOBAL_STEP: 339825 | > loss_disc: 2.330807685852051 (2.341178753796746) | > loss_disc_real_0: 0.08708866685628891 (0.10975065575364758) | > loss_disc_real_1: 0.22812272608280182 (0.20045066274264278) | > loss_disc_real_2: 0.20500096678733826 (0.20660138699938269) | > loss_disc_real_3: 0.22276826202869415 (0.22694851940169053) | > loss_disc_real_4: 0.23550494015216827 (0.23047958051457124) | > loss_disc_real_5: 0.19383856654167175 (0.21901526959503398) | > loss_0: 2.330807685852051 (2.341178753796746) | > grad_norm_0: tensor(11.6886, device='cuda:0') (tensor(10.2155, device='cuda:0')) | > loss_gen: 2.519439458847046 (2.4992492269067204) | > loss_kl: 1.7774207592010498 (1.9811533058390898) | > loss_feat: 7.452356338500977 (7.076258505091948) | > loss_mel: 17.613935470581055 (17.436079810647403) | > loss_duration: 2.017742395401001 (2.0168866129482503) | > loss_1: 31.38089370727539 (31.00962739832261) | > grad_norm_1: tensor(148.8111, device='cuda:0') (tensor(102.3570, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3718 (0.36435601991765637) | > loader_time: 0.0039 (0.0034595938289866727)  --> TIME: 2024-06-12 00:58:32 -- STEP: 59/330 -- GLOBAL_STEP: 339850 | > loss_disc: 2.3867170810699463 (2.3502861362392626) | > loss_disc_real_0: 0.06601012498140335 (0.10840953173021138) | > loss_disc_real_1: 0.1612585484981537 (0.1991361632185467) | > loss_disc_real_2: 0.22489681839942932 (0.20833628662561965) | > loss_disc_real_3: 0.24140618741512299 (0.22797106029623646) | > loss_disc_real_4: 0.23413598537445068 (0.2313330804897567) | > loss_disc_real_5: 0.23187802731990814 (0.22170924711025367) | > loss_0: 2.3867170810699463 (2.3502861362392626) | > grad_norm_0: tensor(12.8749, device='cuda:0') (tensor(9.3184, device='cuda:0')) | > loss_gen: 2.380221128463745 (2.4859182470935886) | > loss_kl: 1.784921407699585 (1.9802668195659832) | > loss_feat: 6.8266448974609375 (7.027729381949214) | > loss_mel: 17.117311477661133 (17.38690221107612) | > loss_duration: 1.948843240737915 (1.9959065853539157) | > loss_1: 30.057941436767578 (30.876723176341947) | > grad_norm_1: tensor(98.5854, device='cuda:0') (tensor(91.6620, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3891 (0.36736222040855276) | > loader_time: 0.0037 (0.0035916546643790554)  --> TIME: 2024-06-12 00:58:41 -- STEP: 84/330 -- GLOBAL_STEP: 339875 | > loss_disc: 2.282033681869507 (2.3541698739642194) | > loss_disc_real_0: 0.10419002175331116 (0.11000030013244777) | > loss_disc_real_1: 0.18391311168670654 (0.19812174939683505) | > loss_disc_real_2: 0.20112407207489014 (0.21141968738465083) | > loss_disc_real_3: 0.2034175544977188 (0.22861541701214655) | > loss_disc_real_4: 0.21662485599517822 (0.2303816537771906) | > loss_disc_real_5: 0.23240818083286285 (0.22303469390386627) | > loss_0: 2.282033681869507 (2.3541698739642194) | > grad_norm_0: tensor(8.9375, device='cuda:0') (tensor(8.5530, device='cuda:0')) | > loss_gen: 2.444185733795166 (2.4822721963837036) | > loss_kl: 1.97749924659729 (1.981712247644152) | > loss_feat: 7.097491264343262 (7.027581674712045) | > loss_mel: 17.456098556518555 (17.390893606912517) | > loss_duration: 2.0558059215545654 (1.9891575276851654) | > loss_1: 31.03108024597168 (30.87161720366705) | > grad_norm_1: tensor(38.9283, device='cuda:0') (tensor(86.7235, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3724 (0.37018061251867385) | > loader_time: 0.0045 (0.0037565912519182476)  --> TIME: 2024-06-12 00:58:51 -- STEP: 109/330 -- GLOBAL_STEP: 339900 | > loss_disc: 2.3571925163269043 (2.359568978668353) | > loss_disc_real_0: 0.10715238749980927 (0.11197956012339767) | > loss_disc_real_1: 0.18451175093650818 (0.19723425217724722) | > loss_disc_real_2: 0.18642841279506683 (0.21220712596123373) | > loss_disc_real_3: 0.22788825631141663 (0.22914647044391806) | > loss_disc_real_4: 0.22497299313545227 (0.23046345530299966) | > loss_disc_real_5: 0.20870330929756165 (0.22286883639086277) | > loss_0: 2.3571925163269043 (2.359568978668353) | > grad_norm_0: tensor(13.1195, device='cuda:0') (tensor(9.0319, device='cuda:0')) | > loss_gen: 2.4728431701660156 (2.4751751925967156) | > loss_kl: 2.048985719680786 (1.993097540435441) | > loss_feat: 6.767662048339844 (6.987780487865483) | > loss_mel: 16.92949867248535 (17.34422649593529) | > loss_duration: 1.952923059463501 (1.9912564841979141) | > loss_1: 30.171913146972656 (30.791536138692035) | > grad_norm_1: tensor(173.8920, device='cuda:0') (tensor(96.5942, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.375 (0.37059061680365046) | > loader_time: 0.0039 (0.0038542506891653078)  --> TIME: 2024-06-12 00:59:00 -- STEP: 134/330 -- GLOBAL_STEP: 339925 | > loss_disc: 2.30469012260437 (2.3576793599484573) | > loss_disc_real_0: 0.12206032872200012 (0.11298890598118305) | > loss_disc_real_1: 0.21753184497356415 (0.195784615936564) | > loss_disc_real_2: 0.21855540573596954 (0.2115975245833397) | > loss_disc_real_3: 0.22226716578006744 (0.22950249843632997) | > loss_disc_real_4: 0.18961574137210846 (0.23051607886801906) | > loss_disc_real_5: 0.19616472721099854 (0.22182630981082346) | > loss_0: 2.30469012260437 (2.3576793599484573) | > grad_norm_0: tensor(20.7922, device='cuda:0') (tensor(9.9767, device='cuda:0')) | > loss_gen: 2.5982275009155273 (2.4808756326561543) | > loss_kl: 2.050872802734375 (2.0002780058490695) | > loss_feat: 8.201614379882812 (7.001765770698661) | > loss_mel: 17.776472091674805 (17.357170695689195) | > loss_duration: 2.010411500930786 (1.995581398259348) | > loss_1: 32.637596130371094 (30.8356714818015) | > grad_norm_1: tensor(415.9514, device='cuda:0') (tensor(119.8309, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3616 (0.37027674290671275) | > loader_time: 0.0041 (0.003924369812011719)  --> TIME: 2024-06-12 00:59:10 -- STEP: 159/330 -- GLOBAL_STEP: 339950 | > loss_disc: 2.411536693572998 (2.362501616747874) | > loss_disc_real_0: 0.14254620671272278 (0.1138605609676748) | > loss_disc_real_1: 0.18232880532741547 (0.19654135293555713) | > loss_disc_real_2: 0.19569887220859528 (0.21188468331435942) | > loss_disc_real_3: 0.2114703357219696 (0.2294408067967157) | > loss_disc_real_4: 0.21786923706531525 (0.23086280989571936) | > loss_disc_real_5: 0.2283768653869629 (0.22129617818871383) | > loss_0: 2.411536693572998 (2.362501616747874) | > grad_norm_0: tensor(35.4431, device='cuda:0') (tensor(12.8397, device='cuda:0')) | > loss_gen: 2.464731216430664 (2.480457640294009) | > loss_kl: 1.9522533416748047 (1.9991559075109613) | > loss_feat: 6.756476402282715 (6.9954278424101055) | > loss_mel: 16.795499801635742 (17.333948009418993) | > loss_duration: 2.0258805751800537 (1.9993861643773205) | > loss_1: 29.994842529296875 (30.808375616493464) | > grad_norm_1: tensor(240.2723, device='cuda:0') (tensor(154.6121, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3691 (0.37146417449855196) | > loader_time: 0.0042 (0.0040065777376762715)  --> TIME: 2024-06-12 00:59:20 -- STEP: 184/330 -- GLOBAL_STEP: 339975 | > loss_disc: 2.408851385116577 (2.3657471693080403) | > loss_disc_real_0: 0.08859848976135254 (0.11440642212477067) | > loss_disc_real_1: 0.18641798198223114 (0.1968000493133846) | > loss_disc_real_2: 0.19026832282543182 (0.21183244503386642) | > loss_disc_real_3: 0.22611649334430695 (0.23013898106696812) | > loss_disc_real_4: 0.2174183577299118 (0.23118144848748393) | > loss_disc_real_5: 0.21140232682228088 (0.22179978988740756) | > loss_0: 2.408851385116577 (2.3657471693080403) | > grad_norm_0: tensor(15.6102, device='cuda:0') (tensor(14.9148, device='cuda:0')) | > loss_gen: 2.356494903564453 (2.4815646578436317) | > loss_kl: 2.017331838607788 (2.0034159765295367) | > loss_feat: 7.1265645027160645 (6.98909165289091) | > loss_mel: 17.0714054107666 (17.315225056979973) | > loss_duration: 2.041299343109131 (2.0063989907503137) | > loss_1: 30.613096237182617 (30.79569639330325) | > grad_norm_1: tensor(370.0644, device='cuda:0') (tensor(184.0226, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3946 (0.3735434529574021) | > loader_time: 0.0054 (0.0041105552859928285)  --> TIME: 2024-06-12 00:59:30 -- STEP: 209/330 -- GLOBAL_STEP: 340000 | > loss_disc: 2.2771880626678467 (2.3633058824037256) | > loss_disc_real_0: 0.11414535343647003 (0.11583979743305575) | > loss_disc_real_1: 0.1648356169462204 (0.19682481343095956) | > loss_disc_real_2: 0.18775901198387146 (0.21161680194464597) | > loss_disc_real_3: 0.24108709394931793 (0.22955993637799077) | > loss_disc_real_4: 0.2554267644882202 (0.23131605776017933) | > loss_disc_real_5: 0.24171766638755798 (0.22099102071027435) | > loss_0: 2.2771880626678467 (2.3633058824037256) | > grad_norm_0: tensor(33.6885, device='cuda:0') (tensor(17.5221, device='cuda:0')) | > loss_gen: 2.7959024906158447 (2.4929622793882094) | > loss_kl: 1.9430733919143677 (2.012881077077401) | > loss_feat: 8.235783576965332 (7.015151886278362) | > loss_mel: 17.68026351928711 (17.287073103434725) | > loss_duration: 2.1041994094848633 (2.0144388749839033) | > loss_1: 32.759220123291016 (30.822507283333955) | > grad_norm_1: tensor(547.3317, device='cuda:0') (tensor(210.7690, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.3931 (0.37625945584055337) | > loader_time: 0.0075 (0.0042443708939985765) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_340000.pth  --> TIME: 2024-06-12 00:59:47 -- STEP: 234/330 -- GLOBAL_STEP: 340025 | > loss_disc: 2.482941150665283 (2.36296636528439) | > loss_disc_real_0: 0.19027337431907654 (0.11741685451796421) | > loss_disc_real_1: 0.16021376848220825 (0.19683900819374966) | > loss_disc_real_2: 0.19425822794437408 (0.21199221144884062) | > loss_disc_real_3: 0.2245025783777237 (0.22989255871273515) | > loss_disc_real_4: 0.24398942291736603 (0.23099720484425879) | > loss_disc_real_5: 0.1976480931043625 (0.21949289860124263) | > loss_0: 2.482941150665283 (2.36296636528439) | > grad_norm_0: tensor(26.9898, device='cuda:0') (tensor(20.5266, device='cuda:0')) | > loss_gen: 2.4015815258026123 (2.499189944348784) | > loss_kl: 2.03924298286438 (2.0186850637452207) | > loss_feat: 6.583306789398193 (7.008811039802356) | > loss_mel: 16.56328773498535 (17.2448564798404) | > loss_duration: 2.079580068588257 (2.023583224186533) | > loss_1: 29.6669979095459 (30.795125781980335) | > grad_norm_1: tensor(300.5492, device='cuda:0') (tensor(238.4016, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.4141 (0.3810614530856793) | > loader_time: 0.0049 (0.00441055522005782)  --> TIME: 2024-06-12 00:59:58 -- STEP: 259/330 -- GLOBAL_STEP: 340050 | > loss_disc: 2.4092156887054443 (2.3650570431271114) | > loss_disc_real_0: 0.16034531593322754 (0.11828162919542964) | > loss_disc_real_1: 0.18671825528144836 (0.19694666840625089) | > loss_disc_real_2: 0.1936568170785904 (0.21176951651867754) | > loss_disc_real_3: 0.2456444650888443 (0.23024929168141486) | > loss_disc_real_4: 0.25553107261657715 (0.23127718580505563) | > loss_disc_real_5: 0.24117298424243927 (0.22041478730076527) | > loss_0: 2.4092156887054443 (2.3650570431271114) | > grad_norm_0: tensor(30.0126, device='cuda:0') (tensor(20.7878, device='cuda:0')) | > loss_gen: 2.4944958686828613 (2.494879941682558) | > loss_kl: 2.107970714569092 (2.019817737078575) | > loss_feat: 6.949092388153076 (6.993920416445346) | > loss_mel: 17.17760467529297 (17.20616466198188) | > loss_duration: 2.123427391052246 (2.0315417916618284) | > loss_1: 30.85259246826172 (30.74632457600597) | > grad_norm_1: tensor(415.4621, device='cuda:0') (tensor(248.3170, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.4208 (0.3852673423796547) | > loader_time: 0.0063 (0.004546639541861632)  --> TIME: 2024-06-12 01:00:09 -- STEP: 284/330 -- GLOBAL_STEP: 340075 | > loss_disc: 2.289085865020752 (2.366563953983951) | > loss_disc_real_0: 0.15975454449653625 (0.11900922573420786) | > loss_disc_real_1: 0.18486140668392181 (0.1971844556465955) | > loss_disc_real_2: 0.21269230544567108 (0.21189800791547334) | > loss_disc_real_3: 0.1915951520204544 (0.23005029260062834) | > loss_disc_real_4: 0.21284031867980957 (0.23105484677452437) | > loss_disc_real_5: 0.23218348622322083 (0.22054251477542058) | > loss_0: 2.289085865020752 (2.366563953983951) | > grad_norm_0: tensor(36.4972, device='cuda:0') (tensor(21.1491, device='cuda:0')) | > loss_gen: 2.6214630603790283 (2.4877524224805168) | > loss_kl: 2.0304107666015625 (2.024553773688599) | > loss_feat: 7.588508605957031 (6.982432993365007) | > loss_mel: 16.698863983154297 (17.15701695227287) | > loss_duration: 2.151956558227539 (2.0412688872344082) | > loss_1: 31.091203689575195 (30.693025051707952) | > grad_norm_1: tensor(407.5148, device='cuda:0') (tensor(254.3732, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.4559 (0.3903876786500636) | > loader_time: 0.0064 (0.004689158688128831)  --> TIME: 2024-06-12 01:00:21 -- STEP: 309/330 -- GLOBAL_STEP: 340100 | > loss_disc: 2.530102252960205 (2.369096377135094) | > loss_disc_real_0: 0.17173004150390625 (0.12003602365990289) | > loss_disc_real_1: 0.1828785389661789 (0.19765715956880822) | > loss_disc_real_2: 0.2172962725162506 (0.2119868114638869) | > loss_disc_real_3: 0.23269140720367432 (0.2302626638061406) | > loss_disc_real_4: 0.21508902311325073 (0.23114082178637432) | > loss_disc_real_5: 0.19902771711349487 (0.22054140887021242) | > loss_0: 2.530102252960205 (2.369096377135094) | > grad_norm_0: tensor(29.5676, device='cuda:0') (tensor(22.6404, device='cuda:0')) | > loss_gen: 2.49766206741333 (2.4876752771605966) | > loss_kl: 2.123208522796631 (2.0294857314489416) | > loss_feat: 5.958705902099609 (7.004904868919103) | > loss_mel: 15.423731803894043 (17.1109432078488) | > loss_duration: 2.225816249847412 (2.0530860697953095) | > loss_1: 28.229124069213867 (30.686095197609713) | > grad_norm_1: tensor(545.5639, device='cuda:0') (tensor(275.6342, device='cuda:0')) | > current_lr_0: 0.000181805312886357 | > current_lr_1: 0.000181805312886357 | > step_time: 0.5332 (0.39764548814026673) | > loader_time: 0.0068 (0.004874233289058152)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.395691394805908 (2.395691394805908) | > loss_disc_real_0: 0.16990265250205994 (0.16990265250205994) | > loss_disc_real_1: 0.2784346640110016 (0.2784346640110016) | > loss_disc_real_2: 0.21749258041381836 (0.21749258041381836) | > loss_disc_real_3: 0.27113062143325806 (0.27113062143325806) | > loss_disc_real_4: 0.2523277699947357 (0.2523277699947357) | > loss_disc_real_5: 0.24309512972831726 (0.24309512972831726) | > loss_0: 2.395691394805908 (2.395691394805908) | > loss_gen: 2.5359556674957275 (2.5359556674957275) | > loss_kl: 2.441114664077759 (2.441114664077759) | > loss_feat: 5.989557266235352 (5.989557266235352) | > loss_mel: 15.014959335327148 (15.014959335327148) | > loss_duration: 2.8986754417419434 (2.8986754417419434) | > loss_1: 28.88026237487793 (28.88026237487793)  --> STEP: 1 | > loss_disc: 2.576303482055664 (2.576303482055664) | > loss_disc_real_0: 0.12910230457782745 (0.12910230457782745) | > loss_disc_real_1: 0.2736976146697998 (0.2736976146697998) | > loss_disc_real_2: 0.18229492008686066 (0.18229492008686066) | > loss_disc_real_3: 0.26258960366249084 (0.26258960366249084) | > loss_disc_real_4: 0.2920474708080292 (0.2920474708080292) | > loss_disc_real_5: 0.30427709221839905 (0.30427709221839905) | > loss_0: 2.576303482055664 (2.576303482055664) | > loss_gen: 2.3058011531829834 (2.3058011531829834) | > loss_kl: 4.3853631019592285 (4.3853631019592285) | > loss_feat: 6.894688129425049 (6.894688129425049) | > loss_mel: 17.09218978881836 (17.09218978881836) | > loss_duration: 2.442570686340332 (2.442570686340332) | > loss_1: 33.12061309814453 (33.12061309814453)  --> STEP: 2 | > loss_disc: 2.475271701812744 (2.525787591934204) | > loss_disc_real_0: 0.10193081945180893 (0.11551656201481819) | > loss_disc_real_1: 0.2645949721336365 (0.26914629340171814) | > loss_disc_real_2: 0.12303868681192398 (0.15266680344939232) | > loss_disc_real_3: 0.23193606734275818 (0.2472628355026245) | > loss_disc_real_4: 0.2672747075557709 (0.2796610891819) | > loss_disc_real_5: 0.28665241599082947 (0.29546475410461426) | > loss_0: 2.475271701812744 (2.525787591934204) | > loss_gen: 2.178386688232422 (2.2420939207077026) | > loss_kl: 3.0487520694732666 (3.7170575857162476) | > loss_feat: 5.481717109680176 (6.188202619552612) | > loss_mel: 18.198917388916016 (17.645553588867188) | > loss_duration: 2.5621542930603027 (2.5023624897003174) | > loss_1: 31.469926834106445 (32.29526996612549)  --> STEP: 3 | > loss_disc: 2.1138899326324463 (2.3884883721669516) | > loss_disc_real_0: 0.04950101673603058 (0.09351138025522232) | > loss_disc_real_1: 0.20614901185035706 (0.24814719955126444) | > loss_disc_real_2: 0.2006615698337555 (0.1686650589108467) | > loss_disc_real_3: 0.21376927196979523 (0.23609831432501474) | > loss_disc_real_4: 0.20957054197788239 (0.2562975734472275) | > loss_disc_real_5: 0.18482324481010437 (0.2585842510064443) | > loss_0: 2.1138899326324463 (2.3884883721669516) | > loss_gen: 2.4005837440490723 (2.2949238618214927) | > loss_kl: 3.612650156021118 (3.6822551091512046) | > loss_feat: 7.719696521759033 (6.698700586954753) | > loss_mel: 16.05596923828125 (17.115692138671875) | > loss_duration: 2.295517921447754 (2.4334143002827964) | > loss_1: 32.08441925048828 (32.22498639424642)  --> STEP: 4 | > loss_disc: 2.543954849243164 (2.4273549914360046) | > loss_disc_real_0: 0.2289840579032898 (0.1273795496672392) | > loss_disc_real_1: 0.2952427268028259 (0.2599210813641548) | > loss_disc_real_2: 0.18067635595798492 (0.17166788317263126) | > loss_disc_real_3: 0.25031957030296326 (0.23965362831950188) | > loss_disc_real_4: 0.22803741693496704 (0.24923253431916237) | > loss_disc_real_5: 0.21113885939121246 (0.24672290310263634) | > loss_0: 2.543954849243164 (2.4273549914360046) | > loss_gen: 2.2758901119232178 (2.290165424346924) | > loss_kl: 3.6930017471313477 (3.6849417686462402) | > loss_feat: 5.72198486328125 (6.454521656036377) | > loss_mel: 18.25393295288086 (17.40025234222412) | > loss_duration: 2.339935779571533 (2.4100446701049805) | > loss_1: 32.28474426269531 (32.23992586135864)  --> STEP: 5 | > loss_disc: 2.340090036392212 (2.409902000427246) | > loss_disc_real_0: 0.23021334409713745 (0.14794630855321883) | > loss_disc_real_1: 0.24213111400604248 (0.25636308789253237) | > loss_disc_real_2: 0.16048002243041992 (0.16943031102418898) | > loss_disc_real_3: 0.2588416337966919 (0.2434912294149399) | > loss_disc_real_4: 0.2536739706993103 (0.25012082159519194) | > loss_disc_real_5: 0.194248229265213 (0.23622796833515167) | > loss_0: 2.340090036392212 (2.409902000427246) | > loss_gen: 2.583528757095337 (2.3488380908966064) | > loss_kl: 2.9454522132873535 (3.5370438575744627) | > loss_feat: 6.322568893432617 (6.428131103515625) | > loss_mel: 19.473472595214844 (17.814896392822266) | > loss_duration: 2.3364946842193604 (2.3953346729278566) | > loss_1: 33.66151809692383 (32.52424430847168)  --> STEP: 6 | > loss_disc: 2.2623260021209717 (2.3853060007095337) | > loss_disc_real_0: 0.08093051612377167 (0.13677700981497765) | > loss_disc_real_1: 0.22267234325408936 (0.2507479637861252) | > loss_disc_real_2: 0.1684078574180603 (0.1692599020898342) | > loss_disc_real_3: 0.2198975831270218 (0.2395589550336202) | > loss_disc_real_4: 0.20932142436504364 (0.2433209220568339) | > loss_disc_real_5: 0.22608470916748047 (0.2345374251405398) | > loss_0: 2.2623260021209717 (2.3853060007095337) | > loss_gen: 2.3770182132720947 (2.353534777959188) | > loss_kl: 2.8614394664764404 (3.4244431257247925) | > loss_feat: 6.254184246063232 (6.399139960606893) | > loss_mel: 16.699237823486328 (17.62895329793294) | > loss_duration: 2.2232587337493896 (2.3666553497314453) | > loss_1: 30.415138244628906 (32.17272663116455)  --> STEP: 7 | > loss_disc: 2.13323974609375 (2.3492965357644215) | > loss_disc_real_0: 0.12238121777772903 (0.1347204680953707) | > loss_disc_real_1: 0.27060016989707947 (0.2535839932305472) | > loss_disc_real_2: 0.17928992211818695 (0.1706927620938846) | > loss_disc_real_3: 0.2554118037223816 (0.24182364770344325) | > loss_disc_real_4: 0.19281335175037384 (0.23610555487019674) | > loss_disc_real_5: 0.1728666126728058 (0.22572730907372066) | > loss_0: 2.13323974609375 (2.3492965357644215) | > loss_gen: 2.547159433364868 (2.381195443017142) | > loss_kl: 4.5082831382751465 (3.579277413231986) | > loss_feat: 6.570218563079834 (6.423579760960171) | > loss_mel: 16.425983428955078 (17.457100459507533) | > loss_duration: 2.5481719970703125 (2.3925862993512834) | > loss_1: 32.599815368652344 (32.23373930794852)  --> STEP: 8 | > loss_disc: 2.477328062057495 (2.365300476551056) | > loss_disc_real_0: 0.23327413201332092 (0.14703967608511448) | > loss_disc_real_1: 0.2682524621486664 (0.2554175518453121) | > loss_disc_real_2: 0.21606962382793427 (0.1763648698106408) | > loss_disc_real_3: 0.22113627195358276 (0.2392377257347107) | > loss_disc_real_4: 0.1770334392786026 (0.22872154042124748) | > loss_disc_real_5: 0.1674123853445053 (0.21843794360756874) | > loss_0: 2.477328062057495 (2.365300476551056) | > loss_gen: 2.3364057540893555 (2.375596731901169) | > loss_kl: 3.659252643585205 (3.5892743170261383) | > loss_feat: 9.087648391723633 (6.756588339805603) | > loss_mel: 17.288326263427734 (17.43600368499756) | > loss_duration: 2.2825393676757812 (2.3788304328918457) | > loss_1: 34.654170989990234 (32.536293268203735)  --> STEP: 9 | > loss_disc: 2.588104009628296 (2.390056424670749) | > loss_disc_real_0: 0.15453830361366272 (0.14787285692161983) | > loss_disc_real_1: 0.25746989250183105 (0.25564558969603646) | > loss_disc_real_2: 0.2091333270072937 (0.1800058094991578) | > loss_disc_real_3: 0.2538164258003235 (0.24085758129755655) | > loss_disc_real_4: 0.22127535939216614 (0.22789418697357178) | > loss_disc_real_5: 0.17226336896419525 (0.21330743531386057) | > loss_0: 2.588104009628296 (2.390056424670749) | > loss_gen: 2.071789264678955 (2.3418403466542563) | > loss_kl: 2.249514579772949 (3.4404121239980063) | > loss_feat: 6.509191513061523 (6.729099803500706) | > loss_mel: 17.853567123413086 (17.482399622599285) | > loss_duration: 2.1722514629364014 (2.3558772140079074) | > loss_1: 30.856313705444336 (32.34962887234158)  --> STEP: 10 | > loss_disc: 2.615950584411621 (2.4126458406448363) | > loss_disc_real_0: 0.16963624954223633 (0.15004919618368148) | > loss_disc_real_1: 0.33123964071273804 (0.2632049947977066) | > loss_disc_real_2: 0.23054449260234833 (0.18505967780947685) | > loss_disc_real_3: 0.2892809808254242 (0.24569992125034332) | > loss_disc_real_4: 0.2498539239168167 (0.23009016066789628) | > loss_disc_real_5: 0.26169875264167786 (0.21814656704664231) | > loss_0: 2.615950584411621 (2.4126458406448363) | > loss_gen: 2.338935375213623 (2.341549849510193) | > loss_kl: 3.0065441131591797 (3.3970253229141236) | > loss_feat: 4.566704750061035 (6.512860298156738) | > loss_mel: 14.251175880432129 (17.15927724838257) | > loss_duration: 2.412423610687256 (2.3615318536758423) | > loss_1: 26.57578468322754 (31.772244453430176)  --> STEP: 11 | > loss_disc: 2.2516984939575195 (2.398014263673262) | > loss_disc_real_0: 0.12277302145957947 (0.14756954393603586) | > loss_disc_real_1: 0.2275555580854416 (0.25996413691477344) | > loss_disc_real_2: 0.14272738993167877 (0.1812112880024043) | > loss_disc_real_3: 0.2137090563774109 (0.24279166080734946) | > loss_disc_real_4: 0.2320442795753479 (0.23026780784130096) | > loss_disc_real_5: 0.2012198120355606 (0.21660777113654398) | > loss_0: 2.2516984939575195 (2.398014263673262) | > loss_gen: 2.3648030757904053 (2.3436637791720303) | > loss_kl: 3.2340750694274902 (3.3822116635062476) | > loss_feat: 6.652810096740723 (6.525583007118919) | > loss_mel: 16.915456771850586 (17.137111750516024) | > loss_duration: 2.5219035148620605 (2.3761110956018623) | > loss_1: 31.689048767089844 (31.764681209217418)  --> STEP: 12 | > loss_disc: 2.5262928009033203 (2.408704141775767) | > loss_disc_real_0: 0.09396477043628693 (0.14310247947772345) | > loss_disc_real_1: 0.3166663646697998 (0.2646893225610256) | > loss_disc_real_2: 0.20178578794002533 (0.18292582966387272) | > loss_disc_real_3: 0.24348199367523193 (0.24284918854633966) | > loss_disc_real_4: 0.26443907618522644 (0.2331154135366281) | > loss_disc_real_5: 0.25840988755226135 (0.22009128083785376) | > loss_0: 2.5262928009033203 (2.408704141775767) | > loss_gen: 2.265367031097412 (2.337139050165812) | > loss_kl: 3.0457327365875244 (3.3541717529296875) | > loss_feat: 5.69706916809082 (6.45654018719991) | > loss_mel: 14.583050727844238 (16.92427333196004) | > loss_duration: 2.305239200592041 (2.3702051043510437) | > loss_1: 27.89645767211914 (31.44232924779256)  --> STEP: 13 | > loss_disc: 2.455672264099121 (2.412317074262179) | > loss_disc_real_0: 0.141596719622612 (0.14298665179656103) | > loss_disc_real_1: 0.2771908640861511 (0.26565097960141987) | > loss_disc_real_2: 0.17685198783874512 (0.18245861106193983) | > loss_disc_real_3: 0.2656407654285431 (0.24460238676804763) | > loss_disc_real_4: 0.23469869792461395 (0.23323720464339623) | > loss_disc_real_5: 0.27808240056037903 (0.22455213620112494) | > loss_0: 2.455672264099121 (2.412317074262179) | > loss_gen: 2.4634573459625244 (2.3468558421501746) | > loss_kl: 3.460273265838623 (3.3623334077688365) | > loss_feat: 6.570449352264404 (6.46530243066641) | > loss_mel: 17.302988052368164 (16.9534052335299) | > loss_duration: 2.3022308349609375 (2.3649763143979587) | > loss_1: 32.099395751953125 (31.492872825035683)  --> STEP: 14 | > loss_disc: 2.206031560897827 (2.397582394736154) | > loss_disc_real_0: 0.09977385401725769 (0.13990002338375365) | > loss_disc_real_1: 0.21782565116882324 (0.26223488471337725) | > loss_disc_real_2: 0.16498343646526337 (0.18121038430503436) | > loss_disc_real_3: 0.19764338433742523 (0.24124817230871745) | > loss_disc_real_4: 0.23794949054718018 (0.23357379649366652) | > loss_disc_real_5: 0.15203572809696198 (0.21937239276511328) | > loss_0: 2.206031560897827 (2.397582394736154) | > loss_gen: 2.3641037940979004 (2.3480878387178694) | > loss_kl: 3.8194923400878906 (3.3949876172201976) | > loss_feat: 6.781666278839111 (6.487899848393032) | > loss_mel: 17.73500633239746 (17.00923388344901) | > loss_duration: 2.44313645362854 (2.370559181485857) | > loss_1: 33.14340591430664 (31.610768045697892)  --> STEP: 15 | > loss_disc: 2.5473544597625732 (2.407567199071248) | > loss_disc_real_0: 0.18606507778167725 (0.14297769367694854) | > loss_disc_real_1: 0.3319664001464844 (0.26688365240891776) | > loss_disc_real_2: 0.1626894325017929 (0.17997565418481826) | > loss_disc_real_3: 0.22299954295158386 (0.2400315970182419) | > loss_disc_real_4: 0.1882941573858261 (0.23055515388647715) | > loss_disc_real_5: 0.167524054646492 (0.21591583689053853) | > loss_0: 2.5473544597625732 (2.407567199071248) | > loss_gen: 2.087519407272339 (2.330716609954834) | > loss_kl: 3.5617165565490723 (3.4061028798421225) | > loss_feat: 4.826429843902588 (6.377135181427002) | > loss_mel: 16.235605239868164 (16.95765864054362) | > loss_duration: 2.416390895843506 (2.3736146291097007) | > loss_1: 29.127662658691406 (31.445227686564127)  --> STEP: 16 | > loss_disc: 2.579413890838623 (2.4183076173067093) | > loss_disc_real_0: 0.1556069403886795 (0.14376702159643173) | > loss_disc_real_1: 0.26619380712509155 (0.2668405370786786) | > loss_disc_real_2: 0.19759021699428558 (0.18107656436040998) | > loss_disc_real_3: 0.2896217107772827 (0.24313097912818193) | > loss_disc_real_4: 0.2272500991821289 (0.2303485879674554) | > loss_disc_real_5: 0.18578606843948364 (0.2140327263623476) | > loss_0: 2.579413890838623 (2.4183076173067093) | > loss_gen: 2.2542736530303955 (2.3259389251470566) | > loss_kl: 3.4483535289764404 (3.4087435454130173) | > loss_feat: 7.187922477722168 (6.42780938744545) | > loss_mel: 16.608903884887695 (16.935861468315125) | > loss_duration: 2.3885085582733154 (2.3745454996824265) | > loss_1: 31.887962341308594 (31.472898602485657)  --> STEP: 17 | > loss_disc: 2.5658397674560547 (2.4269859790802) | > loss_disc_real_0: 0.133384570479393 (0.1431562891777824) | > loss_disc_real_1: 0.2608519196510315 (0.2664882654652876) | > loss_disc_real_2: 0.23967885971069336 (0.18452375820454428) | > loss_disc_real_3: 0.26319053769111633 (0.24431095316129572) | > loss_disc_real_4: 0.2778943181037903 (0.23314539562253392) | > loss_disc_real_5: 0.33938223123550415 (0.22140622664900386) | > loss_0: 2.5658397674560547 (2.4269859790802) | > loss_gen: 2.4550557136535645 (2.333534030353322) | > loss_kl: 2.1286306381225586 (3.3334427861606373) | > loss_feat: 6.064310550689697 (6.406427102930405) | > loss_mel: 17.059133529663086 (16.943112766041477) | > loss_duration: 2.4820024967193604 (2.3808664995081283) | > loss_1: 30.189132690429688 (31.397382960600012)  --> STEP: 18 | > loss_disc: 2.094043254852295 (2.4084891610675387) | > loss_disc_real_0: 0.12110988795757294 (0.14193148910999298) | > loss_disc_real_1: 0.20484621822834015 (0.2630637072854572) | > loss_disc_real_2: 0.12970256805419922 (0.18147813652952513) | > loss_disc_real_3: 0.13312089443206787 (0.2381337276763386) | > loss_disc_real_4: 0.17367327213287354 (0.22984138876199722) | > loss_disc_real_5: 0.15183576941490173 (0.2175412012471093) | > loss_0: 2.094043254852295 (2.4084891610675387) | > loss_gen: 2.438436508178711 (2.3393619457880654) | > loss_kl: 3.1377649307250977 (3.322571794191996) | > loss_feat: 9.745708465576172 (6.591942734188503) | > loss_mel: 16.625858306884766 (16.925487518310547) | > loss_duration: 2.3225185871124268 (2.3776249488194785) | > loss_1: 34.270286560058594 (31.55698871612549)  --> STEP: 19 | > loss_disc: 2.4964206218719482 (2.4131171326888237) | > loss_disc_real_0: 0.1374298334121704 (0.14169455986273916) | > loss_disc_real_1: 0.2393481433391571 (0.26181551970933614) | > loss_disc_real_2: 0.1676405370235443 (0.18074984181868403) | > loss_disc_real_3: 0.27006128430366516 (0.23981412539356634) | > loss_disc_real_4: 0.3074774742126465 (0.2339274985225577) | > loss_disc_real_5: 0.3011448383331299 (0.22194139267268934) | > loss_0: 2.4964206218719482 (2.4131171326888237) | > loss_gen: 2.406498432159424 (2.3428954450707686) | > loss_kl: 2.593256711959839 (3.284186789863988) | > loss_feat: 6.398588180541992 (6.5817661787334245) | > loss_mel: 17.44209098815918 (16.95267717461837) | > loss_duration: 2.371924877166748 (2.377324945048282) | > loss_1: 31.212360382080078 (31.538850382754678)  --> STEP: 20 | > loss_disc: 2.4024953842163086 (2.412586045265198) | > loss_disc_real_0: 0.16473400592803955 (0.14284653216600418) | > loss_disc_real_1: 0.24255499243736267 (0.26085249334573746) | > loss_disc_real_2: 0.21205250918865204 (0.18231497518718243) | > loss_disc_real_3: 0.26869839429855347 (0.2412583388388157) | > loss_disc_real_4: 0.28041598200798035 (0.23625192269682885) | > loss_disc_real_5: 0.2370392084121704 (0.22269628345966339) | > loss_0: 2.4024953842163086 (2.412586045265198) | > loss_gen: 2.4025611877441406 (2.3458787322044374) | > loss_kl: 2.5096707344055176 (3.2454609870910645) | > loss_feat: 4.943719863891602 (6.499863862991333) | > loss_mel: 17.83196258544922 (16.996641445159913) | > loss_duration: 2.292800188064575 (2.3730987071990968) | > loss_1: 29.980714797973633 (31.460943603515624)  --> STEP: 21 | > loss_disc: 2.1941745281219482 (2.402185496829805) | > loss_disc_real_0: 0.10344360768795013 (0.140970202428954) | > loss_disc_real_1: 0.22368720173835754 (0.25908271755490986) | > loss_disc_real_2: 0.24102705717086792 (0.18511078861497698) | > loss_disc_real_3: 0.20108842849731445 (0.23934548596541086) | > loss_disc_real_4: 0.256273090839386 (0.23720531165599823) | > loss_disc_real_5: 0.28776827454566956 (0.22579494970185415) | > loss_0: 2.1941745281219482 (2.402185496829805) | > loss_gen: 2.935767650604248 (2.3739686806996665) | > loss_kl: 2.997300863265991 (3.2336438383374895) | > loss_feat: 8.772605895996094 (6.608089674086798) | > loss_mel: 17.323898315429688 (17.012225105648948) | > loss_duration: 2.223357677459717 (2.365968181973412) | > loss_1: 34.2529296875 (31.593895321800595)  --> STEP: 22 | > loss_disc: 2.460235595703125 (2.404824137687683) | > loss_disc_real_0: 0.14368268847465515 (0.14109349724921316) | > loss_disc_real_1: 0.27770036458969116 (0.259928974238309) | > loss_disc_real_2: 0.12051375210285187 (0.18217455968260765) | > loss_disc_real_3: 0.24359795451164246 (0.23953877999023956) | > loss_disc_real_4: 0.1730286031961441 (0.23428818854418668) | > loss_disc_real_5: 0.22703534364700317 (0.2258513312448155) | > loss_0: 2.460235595703125 (2.404824137687683) | > loss_gen: 2.2212088108062744 (2.367025050249967) | > loss_kl: 2.278109550476074 (3.190210461616516) | > loss_feat: 8.200560569763184 (6.68047471479936) | > loss_mel: 20.649118423461914 (17.177538438276812) | > loss_duration: 2.2244553565979004 (2.3595357808199795) | > loss_1: 35.573455810546875 (31.774784434925426)  --> STEP: 23 | > loss_disc: 2.540736436843872 (2.4107333680857783) | > loss_disc_real_0: 0.15429189801216125 (0.1416673407606457) | > loss_disc_real_1: 0.2778248190879822 (0.26070705444916437) | > loss_disc_real_2: 0.21939720213413239 (0.1837929354413696) | > loss_disc_real_3: 0.2582716643810272 (0.24035325322462164) | > loss_disc_real_4: 0.2610434591770172 (0.2354514611803967) | > loss_disc_real_5: 0.2686624526977539 (0.22771268435146497) | > loss_0: 2.540736436843872 (2.4107333680857783) | > loss_gen: 2.2811434268951416 (2.3632910666258438) | > loss_kl: 2.4744794368743896 (3.159091721410337) | > loss_feat: 5.371651649475098 (6.623569364133089) | > loss_mel: 16.971900939941406 (17.16859767747962) | > loss_duration: 2.340794563293457 (2.358720945275348) | > loss_1: 29.43996810913086 (31.67327068163001)  --> STEP: 24 | > loss_disc: 2.43481183052063 (2.411736637353897) | > loss_disc_real_0: 0.16881069540977478 (0.14279831387102607) | > loss_disc_real_1: 0.30163007974624634 (0.2624121805032094) | > loss_disc_real_2: 0.16177143156528473 (0.18287537277986607) | > loss_disc_real_3: 0.24666887521743774 (0.24061640414098898) | > loss_disc_real_4: 0.19677498936653137 (0.23383994152148566) | > loss_disc_real_5: 0.1967688798904419 (0.226423359165589) | > loss_0: 2.43481183052063 (2.411736637353897) | > loss_gen: 2.352792978286743 (2.3628536462783813) | > loss_kl: 2.9492015838623047 (3.150346299012502) | > loss_feat: 5.391056060791016 (6.572214643160502) | > loss_mel: 16.393718719482422 (17.13631105422974) | > loss_duration: 2.4037539958953857 (2.3605973223845163) | > loss_1: 29.490522384643555 (31.58232283592224)  --> STEP: 25 | > loss_disc: 2.2856106758117676 (2.4066915988922117) | > loss_disc_real_0: 0.13617201149463654 (0.1425332617759705) | > loss_disc_real_1: 0.20766490697860718 (0.2602222895622253) | > loss_disc_real_2: 0.21377478539943695 (0.1841113492846489) | > loss_disc_real_3: 0.227516770362854 (0.2400924187898636) | > loss_disc_real_4: 0.16255418956279755 (0.23098851144313812) | > loss_disc_real_5: 0.20887905359268188 (0.22572158694267272) | > loss_0: 2.2856106758117676 (2.4066915988922117) | > loss_gen: 2.2613375186920166 (2.3587930011749267) | > loss_kl: 2.7901766300201416 (3.1359395122528078) | > loss_feat: 8.244550704956055 (6.639108085632325) | > loss_mel: 15.833465576171875 (17.084197235107425) | > loss_duration: 2.4373819828033447 (2.3636687088012693) | > loss_1: 31.566911697387695 (31.58170639038086)  --> STEP: 26 | > loss_disc: 3.113865852355957 (2.433890608640817) | > loss_disc_real_0: 0.16275060176849365 (0.14331085177568295) | > loss_disc_real_1: 0.3015691339969635 (0.2618125528097152) | > loss_disc_real_2: 0.15358178317546844 (0.18293713520352656) | > loss_disc_real_3: 0.20730352401733398 (0.2388313074524586) | > loss_disc_real_4: 0.15080410242080688 (0.22790449571151) | > loss_disc_real_5: 0.1354636549949646 (0.22225012802160704) | > loss_0: 3.113865852355957 (2.433890608640817) | > loss_gen: 1.490425705909729 (2.325394259049342) | > loss_kl: 2.6140944957733154 (3.1158685500805197) | > loss_feat: 6.7255778312683105 (6.642433845079863) | > loss_mel: 10.322213172912598 (16.824120925023006) | > loss_duration: 2.286684274673462 (2.360707769027123) | > loss_1: 23.438993453979492 (31.26852512359619) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023596103374774646 (+6.886628957895186e-05) | > avg_loss_disc: 2.433890608640817 (-0.06477023088015033) | > avg_loss_disc_real_0: 0.14331085177568295 (+0.055703956060684706) | > avg_loss_disc_real_1: 0.2618125528097152 (+0.08671653729218698) | > avg_loss_disc_real_2: 0.18293713520352656 (-0.045415204018354416) | > avg_loss_disc_real_3: 0.2388313074524586 (-0.023771886069041154) | > avg_loss_disc_real_4: 0.22790449571151 (-0.023318264919977905) | > avg_loss_disc_real_5: 0.22225012802160704 (+0.0013471182722311903) | > avg_loss_0: 2.433890608640817 (-0.06477023088015033) | > avg_loss_gen: 2.325394259049342 (+0.1900190435923057) | > avg_loss_kl: 3.1158685500805197 (+0.08820844613588807) | > avg_loss_feat: 6.642433845079863 (-0.384249283717228) | > avg_loss_mel: 16.824120925023006 (-0.008940366598274352) | > avg_loss_duration: 2.360707769027123 (+0.024481810056246278) | > avg_loss_1: 31.26852512359619 (-0.09048124460073481)  > EPOCH: 764/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:00:53)   --> TIME: 2024-06-12 01:00:56 -- STEP: 4/330 -- GLOBAL_STEP: 340125 | > loss_disc: 2.2921743392944336 (2.2355725169181824) | > loss_disc_real_0: 0.09834110736846924 (0.11177496239542961) | > loss_disc_real_1: 0.17872314155101776 (0.18262866884469986) | > loss_disc_real_2: 0.23453308641910553 (0.2082587033510208) | > loss_disc_real_3: 0.22024111449718475 (0.21362650021910667) | > loss_disc_real_4: 0.22323758900165558 (0.21852371096611023) | > loss_disc_real_5: 0.21703271567821503 (0.20293641462922096) | > loss_0: 2.2921743392944336 (2.2355725169181824) | > grad_norm_0: tensor(10.3994, device='cuda:0') (tensor(6.3012, device='cuda:0')) | > loss_gen: 2.3780746459960938 (2.497949719429016) | > loss_kl: 1.9459691047668457 (1.9082767963409424) | > loss_feat: 6.093291282653809 (6.622373461723328) | > loss_mel: 16.760589599609375 (17.512056350708008) | > loss_duration: 2.1127288341522217 (2.153902232646942) | > loss_1: 29.290653228759766 (30.694559574127197) | > grad_norm_1: tensor(83.9350, device='cuda:0') (tensor(103.0386, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3439 (0.38384366035461426) | > loader_time: 0.0027 (0.0031018853187561035)  --> TIME: 2024-06-12 01:01:05 -- STEP: 29/330 -- GLOBAL_STEP: 340150 | > loss_disc: 2.383674144744873 (2.309938036162278) | > loss_disc_real_0: 0.12418100982904434 (0.10234317645944398) | > loss_disc_real_1: 0.22210074961185455 (0.1908637089975949) | > loss_disc_real_2: 0.21884594857692719 (0.20896861265445577) | > loss_disc_real_3: 0.22133488953113556 (0.22736365425175634) | > loss_disc_real_4: 0.2496822625398636 (0.2273954589819086) | > loss_disc_real_5: 0.24710136651992798 (0.21988820361679998) | > loss_0: 2.383674144744873 (2.309938036162278) | > grad_norm_0: tensor(10.4042, device='cuda:0') (tensor(7.5351, device='cuda:0')) | > loss_gen: 2.6190497875213623 (2.50079242936496) | > loss_kl: 1.964669942855835 (1.9568700831511925) | > loss_feat: 7.360589981079102 (6.964682809237776) | > loss_mel: 17.52313804626465 (17.44926301364241) | > loss_duration: 1.993717908859253 (2.0136607186547635) | > loss_1: 31.461164474487305 (30.885269165039062) | > grad_norm_1: tensor(57.9883, device='cuda:0') (tensor(73.3219, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3564 (0.364779702548323) | > loader_time: 0.0034 (0.0031604109139278017)  --> TIME: 2024-06-12 01:01:15 -- STEP: 54/330 -- GLOBAL_STEP: 340175 | > loss_disc: 2.314507484436035 (2.3388334159497863) | > loss_disc_real_0: 0.09832139313220978 (0.1029002716143926) | > loss_disc_real_1: 0.1864914894104004 (0.1942157499768116) | > loss_disc_real_2: 0.17080636322498322 (0.20988546449829032) | > loss_disc_real_3: 0.2129376083612442 (0.2281300229606805) | > loss_disc_real_4: 0.1911226063966751 (0.23173456804619896) | > loss_disc_real_5: 0.19496400654315948 (0.22232045012491722) | > loss_0: 2.314507484436035 (2.3388334159497863) | > grad_norm_0: tensor(5.5080, device='cuda:0') (tensor(7.8220, device='cuda:0')) | > loss_gen: 2.501239776611328 (2.478028566749007) | > loss_kl: 2.0852603912353516 (1.9600758243490148) | > loss_feat: 7.826572895050049 (6.889032566988909) | > loss_mel: 18.42865562438965 (17.348654146547666) | > loss_duration: 1.962069034576416 (1.9961317424420957) | > loss_1: 32.80379867553711 (30.67192271903709) | > grad_norm_1: tensor(50.8463, device='cuda:0') (tensor(69.2711, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3885 (0.3700774599004675) | > loader_time: 0.0037 (0.0033203893237643773)  --> TIME: 2024-06-12 01:01:24 -- STEP: 79/330 -- GLOBAL_STEP: 340200 | > loss_disc: 2.3129756450653076 (2.3408508451679086) | > loss_disc_real_0: 0.1194179579615593 (0.10655843938076043) | > loss_disc_real_1: 0.18302902579307556 (0.19488793404041968) | > loss_disc_real_2: 0.1985374242067337 (0.20975967638100249) | > loss_disc_real_3: 0.21769651770591736 (0.22794018610368802) | > loss_disc_real_4: 0.2254689633846283 (0.23131442918807646) | > loss_disc_real_5: 0.2299986034631729 (0.22368621448927287) | > loss_0: 2.3129756450653076 (2.3408508451679086) | > grad_norm_0: tensor(7.6094, device='cuda:0') (tensor(7.9252, device='cuda:0')) | > loss_gen: 2.481210231781006 (2.4714231551448003) | > loss_kl: 2.0292506217956543 (1.9743294127379791) | > loss_feat: 6.719376564025879 (6.923931025251558) | > loss_mel: 16.809818267822266 (17.283651858945433) | > loss_duration: 1.96952223777771 (1.9888216468352307) | > loss_1: 30.009178161621094 (30.642156987250605) | > grad_norm_1: tensor(87.3936, device='cuda:0') (tensor(76.8504, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3883 (0.3709785002696363) | > loader_time: 0.0051 (0.0035161458993259865)  --> TIME: 2024-06-12 01:01:34 -- STEP: 104/330 -- GLOBAL_STEP: 340225 | > loss_disc: 2.3368825912475586 (2.3463751788322726) | > loss_disc_real_0: 0.08382658660411835 (0.10755742283967826) | > loss_disc_real_1: 0.20650307834148407 (0.19517105173033017) | > loss_disc_real_2: 0.2005212903022766 (0.21087481239094183) | > loss_disc_real_3: 0.21631695330142975 (0.22868147263160118) | > loss_disc_real_4: 0.23035791516304016 (0.2312931970048409) | > loss_disc_real_5: 0.24311544001102448 (0.2237636620322099) | > loss_0: 2.3368825912475586 (2.3463751788322726) | > grad_norm_0: tensor(8.8679, device='cuda:0') (tensor(7.8476, device='cuda:0')) | > loss_gen: 2.5170838832855225 (2.4684163538309245) | > loss_kl: 2.1945414543151855 (1.9804801379258816) | > loss_feat: 6.669255256652832 (6.910612083398378) | > loss_mel: 17.51620101928711 (17.27030132367061) | > loss_duration: 2.0379581451416016 (1.9912790942650576) | > loss_1: 30.935039520263672 (30.621088944948635) | > grad_norm_1: tensor(164.7031, device='cuda:0') (tensor(77.4957, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3739 (0.3731038043132195) | > loader_time: 0.0038 (0.003611498154126681)  --> TIME: 2024-06-12 01:01:44 -- STEP: 129/330 -- GLOBAL_STEP: 340250 | > loss_disc: 2.248023748397827 (2.3450615720231385) | > loss_disc_real_0: 0.1570480763912201 (0.10906661532877028) | > loss_disc_real_1: 0.17666175961494446 (0.19458810800267745) | > loss_disc_real_2: 0.21554909646511078 (0.21088435945584794) | > loss_disc_real_3: 0.23337653279304504 (0.22871650847815728) | > loss_disc_real_4: 0.2391546368598938 (0.230635913652043) | > loss_disc_real_5: 0.21353404223918915 (0.2230456201143043) | > loss_0: 2.248023748397827 (2.3450615720231385) | > grad_norm_0: tensor(12.6110, device='cuda:0') (tensor(8.0241, device='cuda:0')) | > loss_gen: 2.6651933193206787 (2.469602403714675) | > loss_kl: 2.0512990951538086 (1.9928221332934475) | > loss_feat: 7.150644302368164 (6.935739324998486) | > loss_mel: 17.065937042236328 (17.290703248608015) | > loss_duration: 1.9780354499816895 (1.994145584660907) | > loss_1: 30.911108016967773 (30.683012585307278) | > grad_norm_1: tensor(238.7298, device='cuda:0') (tensor(85.2934, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3858 (0.37390816488931344) | > loader_time: 0.0048 (0.0037130976832190224)  --> TIME: 2024-06-12 01:01:53 -- STEP: 154/330 -- GLOBAL_STEP: 340275 | > loss_disc: 2.314027786254883 (2.347349447089355) | > loss_disc_real_0: 0.10985967516899109 (0.10981214002935917) | > loss_disc_real_1: 0.20457687973976135 (0.19438111307946118) | > loss_disc_real_2: 0.21997039020061493 (0.2110873136621017) | > loss_disc_real_3: 0.25117743015289307 (0.2286695684124897) | > loss_disc_real_4: 0.21505765616893768 (0.23054537777002757) | > loss_disc_real_5: 0.21770736575126648 (0.22342652895233847) | > loss_0: 2.314027786254883 (2.347349447089355) | > grad_norm_0: tensor(22.9473, device='cuda:0') (tensor(8.9004, device='cuda:0')) | > loss_gen: 2.6492037773132324 (2.473784366211334) | > loss_kl: 2.0469892024993896 (1.9995227115494865) | > loss_feat: 6.914553642272949 (6.962865968803307) | > loss_mel: 17.677139282226562 (17.28136177806111) | > loss_duration: 2.001765251159668 (1.9976304986260154) | > loss_1: 31.289653778076172 (30.715165249713056) | > grad_norm_1: tensor(272.6189, device='cuda:0') (tensor(99.4393, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3919 (0.37475247506971476) | > loader_time: 0.0042 (0.0038087027413504465)  --> TIME: 2024-06-12 01:02:03 -- STEP: 179/330 -- GLOBAL_STEP: 340300 | > loss_disc: 2.3730199337005615 (2.353788450443544) | > loss_disc_real_0: 0.1364171802997589 (0.11167020175876564) | > loss_disc_real_1: 0.14697007834911346 (0.19521146230191483) | > loss_disc_real_2: 0.16906540095806122 (0.21156281490898665) | > loss_disc_real_3: 0.24928702414035797 (0.2294286367946497) | > loss_disc_real_4: 0.2509787082672119 (0.23115009577247683) | > loss_disc_real_5: 0.23759178817272186 (0.22327430213296878) | > loss_0: 2.3730199337005615 (2.353788450443544) | > grad_norm_0: tensor(18.7387, device='cuda:0') (tensor(10.4096, device='cuda:0')) | > loss_gen: 2.6728196144104004 (2.4747697214840523) | > loss_kl: 2.1219258308410645 (2.006048812546544) | > loss_feat: 7.603367805480957 (6.975691494329015) | > loss_mel: 17.474077224731445 (17.29022213600202) | > loss_duration: 2.061070203781128 (2.0043773844255424) | > loss_1: 31.933259963989258 (30.75110943756956) | > grad_norm_1: tensor(170.4271, device='cuda:0') (tensor(119.0775, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.3748 (0.3763117190845851) | > loader_time: 0.0049 (0.0038962590627830123)  --> TIME: 2024-06-12 01:02:13 -- STEP: 204/330 -- GLOBAL_STEP: 340325 | > loss_disc: 2.5220143795013428 (2.359806154288497) | > loss_disc_real_0: 0.18350759148597717 (0.11345203710245151) | > loss_disc_real_1: 0.21158477663993835 (0.1961655602881721) | > loss_disc_real_2: 0.2389851063489914 (0.212173094644266) | > loss_disc_real_3: 0.21277077496051788 (0.22939160268972902) | > loss_disc_real_4: 0.21114344894886017 (0.23088720667303778) | > loss_disc_real_5: 0.2519257664680481 (0.22315294916431108) | > loss_0: 2.5220143795013428 (2.359806154288497) | > grad_norm_0: tensor(34.9096, device='cuda:0') (tensor(12.1413, device='cuda:0')) | > loss_gen: 2.4723572731018066 (2.476914907203002) | > loss_kl: 2.139760971069336 (2.0113919231237163) | > loss_feat: 7.914900302886963 (6.995255862965303) | > loss_mel: 17.913883209228516 (17.274066588457913) | > loss_duration: 2.013068437576294 (2.012406278474661) | > loss_1: 32.4539680480957 (30.770035416472194) | > grad_norm_1: tensor(274.0288, device='cuda:0') (tensor(145.7074, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.401 (0.3783065478006998) | > loader_time: 0.0055 (0.0040095775735144515)  --> TIME: 2024-06-12 01:02:24 -- STEP: 229/330 -- GLOBAL_STEP: 340350 | > loss_disc: 2.399827241897583 (2.361387089350338) | > loss_disc_real_0: 0.10221212357282639 (0.11457960011527007) | > loss_disc_real_1: 0.17531399428844452 (0.19630806798757938) | > loss_disc_real_2: 0.18466520309448242 (0.21235142212247224) | > loss_disc_real_3: 0.2253059297800064 (0.22935078075098678) | > loss_disc_real_4: 0.2507098615169525 (0.2310930609572923) | > loss_disc_real_5: 0.21597518026828766 (0.22301869946796302) | > loss_0: 2.399827241897583 (2.361387089350338) | > grad_norm_0: tensor(21.1585, device='cuda:0') (tensor(14.3351, device='cuda:0')) | > loss_gen: 2.6952531337738037 (2.4798663984740155) | > loss_kl: 2.0775952339172363 (2.0151636892010547) | > loss_feat: 6.957254409790039 (7.002785461958839) | > loss_mel: 17.492311477661133 (17.24019653620159) | > loss_duration: 2.128430128097534 (2.021201838051911) | > loss_1: 31.35084342956543 (30.759213768238585) | > grad_norm_1: tensor(364.8430, device='cuda:0') (tensor(169.0286, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.4075 (0.38136559074102006) | > loader_time: 0.005 (0.004128095885031087)  --> TIME: 2024-06-12 01:02:34 -- STEP: 254/330 -- GLOBAL_STEP: 340375 | > loss_disc: 2.3475897312164307 (2.3637119024757327) | > loss_disc_real_0: 0.11880232393741608 (0.11632774050134843) | > loss_disc_real_1: 0.1976005733013153 (0.19662122680680952) | > loss_disc_real_2: 0.21667765080928802 (0.21274337289840217) | > loss_disc_real_3: 0.20964504778385162 (0.22942865469793636) | > loss_disc_real_4: 0.21238738298416138 (0.23101564109560072) | > loss_disc_real_5: 0.20397356152534485 (0.22246876980845384) | > loss_0: 2.3475897312164307 (2.3637119024757327) | > grad_norm_0: tensor(11.2417, device='cuda:0') (tensor(16.2635, device='cuda:0')) | > loss_gen: 2.6021881103515625 (2.4814993837686985) | > loss_kl: 2.040355682373047 (2.019115386985418) | > loss_feat: 7.257837295532227 (6.995950625637385) | > loss_mel: 16.78363800048828 (17.186038877081696) | > loss_duration: 2.06992769241333 (2.0285892434946224) | > loss_1: 30.75394630432129 (30.711193370068166) | > grad_norm_1: tensor(316.3696, device='cuda:0') (tensor(191.6481, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.4313 (0.38512426098500646) | > loader_time: 0.0056 (0.004256210927888165)  --> TIME: 2024-06-12 01:02:45 -- STEP: 279/330 -- GLOBAL_STEP: 340400 | > loss_disc: 2.27305269241333 (2.363959811494342) | > loss_disc_real_0: 0.11889295279979706 (0.11691135898446096) | > loss_disc_real_1: 0.1855684220790863 (0.1970614517995533) | > loss_disc_real_2: 0.22344577312469482 (0.2127061517221526) | > loss_disc_real_3: 0.2281748652458191 (0.2291692119345443) | > loss_disc_real_4: 0.23888476192951202 (0.23121496383434556) | > loss_disc_real_5: 0.19065819680690765 (0.222635054513545) | > loss_0: 2.27305269241333 (2.363959811494342) | > grad_norm_0: tensor(63.5988, device='cuda:0') (tensor(18.5259, device='cuda:0')) | > loss_gen: 2.618635654449463 (2.4863845968759195) | > loss_kl: 2.091046094894409 (2.0259189631349295) | > loss_feat: 7.273797035217285 (7.006086217887085) | > loss_mel: 16.74968910217285 (17.14378934265466) | > loss_duration: 2.1182327270507812 (2.0384670487441494) | > loss_1: 30.85140037536621 (30.700646027869222) | > grad_norm_1: tensor(562.7843, device='cuda:0') (tensor(211.9851, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.4313 (0.3897520649817682) | > loader_time: 0.006 (0.0043999499317565706)  --> TIME: 2024-06-12 01:02:57 -- STEP: 304/330 -- GLOBAL_STEP: 340425 | > loss_disc: 2.4115028381347656 (2.365259027010516) | > loss_disc_real_0: 0.1608935296535492 (0.11785127892845164) | > loss_disc_real_1: 0.18408913910388947 (0.19725096289460584) | > loss_disc_real_2: 0.2452344447374344 (0.2128269567007296) | > loss_disc_real_3: 0.22715088725090027 (0.22993621730098598) | > loss_disc_real_4: 0.1967354267835617 (0.23125841537196384) | > loss_disc_real_5: 0.2326078563928604 (0.2218911181155004) | > loss_0: 2.4115028381347656 (2.365259027010516) | > grad_norm_0: tensor(38.2791, device='cuda:0') (tensor(20.5743, device='cuda:0')) | > loss_gen: 2.334249496459961 (2.4899897355782357) | > loss_kl: 2.1454544067382812 (2.0298120850010926) | > loss_feat: 8.42550277709961 (7.016960310308557) | > loss_mel: 16.699172973632812 (17.082542952738326) | > loss_duration: 2.2001230716705322 (2.049390081904438) | > loss_1: 31.804502487182617 (30.66869504828202) | > grad_norm_1: tensor(632.2955, device='cuda:0') (tensor(235.4914, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 0.4642 (0.3959006337743056) | > loader_time: 0.0067 (0.004575624277717191)  --> TIME: 2024-06-12 01:03:26 -- STEP: 329/330 -- GLOBAL_STEP: 340450 | > loss_disc: 2.5346200466156006 (2.3695090041696836) | > loss_disc_real_0: 0.17530860006809235 (0.12008723622261572) | > loss_disc_real_1: 0.2523597180843353 (0.19820285314484562) | > loss_disc_real_2: 0.23361961543560028 (0.21287165179078693) | > loss_disc_real_3: 0.25122982263565063 (0.229952689679198) | > loss_disc_real_4: 0.2610664963722229 (0.2316219927148616) | > loss_disc_real_5: 0.21899065375328064 (0.2218308892202957) | > loss_0: 2.5346200466156006 (2.3695090041696836) | > grad_norm_0: tensor(11.2978, device='cuda:0') (tensor(20.7483, device='cuda:0')) | > loss_gen: 2.2759459018707275 (2.486409079340093) | > loss_kl: 2.2236640453338623 (2.0373401757793967) | > loss_feat: 9.578910827636719 (7.118834637581034) | > loss_mel: 17.503753662109375 (17.072549880819135) | > loss_duration: 2.2988319396972656 (2.0639851691150395) | > loss_1: 33.881103515625 (30.779118813279915) | > grad_norm_1: tensor(142.9809, device='cuda:0') (tensor(245.1938, device='cuda:0')) | > current_lr_0: 0.0001817825872222462 | > current_lr_1: 0.0001817825872222462 | > step_time: 14.9416 (0.4522883225356917) | > loader_time: 0.0332 (0.00499745850142737)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.26246976852417 (2.26246976852417) | > loss_disc_real_0: 0.14919723570346832 (0.14919723570346832) | > loss_disc_real_1: 0.1300147920846939 (0.1300147920846939) | > loss_disc_real_2: 0.2741212844848633 (0.2741212844848633) | > loss_disc_real_3: 0.24081382155418396 (0.24081382155418396) | > loss_disc_real_4: 0.24275441467761993 (0.24275441467761993) | > loss_disc_real_5: 0.29982757568359375 (0.29982757568359375) | > loss_0: 2.26246976852417 (2.26246976852417) | > loss_gen: 2.696152687072754 (2.696152687072754) | > loss_kl: 2.7399966716766357 (2.7399966716766357) | > loss_feat: 7.924404144287109 (7.924404144287109) | > loss_mel: 17.30275535583496 (17.30275535583496) | > loss_duration: 3.053332805633545 (3.053332805633545) | > loss_1: 33.71664047241211 (33.71664047241211)  --> STEP: 1 | > loss_disc: 2.1505115032196045 (2.1505115032196045) | > loss_disc_real_0: 0.08135650306940079 (0.08135650306940079) | > loss_disc_real_1: 0.12881916761398315 (0.12881916761398315) | > loss_disc_real_2: 0.14518199861049652 (0.14518199861049652) | > loss_disc_real_3: 0.21425724029541016 (0.21425724029541016) | > loss_disc_real_4: 0.2602959871292114 (0.2602959871292114) | > loss_disc_real_5: 0.20235715806484222 (0.20235715806484222) | > loss_0: 2.1505115032196045 (2.1505115032196045) | > loss_gen: 2.2330939769744873 (2.2330939769744873) | > loss_kl: 3.9608960151672363 (3.9608960151672363) | > loss_feat: 7.3013529777526855 (7.3013529777526855) | > loss_mel: 18.04269790649414 (18.04269790649414) | > loss_duration: 2.4671764373779297 (2.4671764373779297) | > loss_1: 34.005218505859375 (34.005218505859375)  --> STEP: 2 | > loss_disc: 2.051877975463867 (2.101194739341736) | > loss_disc_real_0: 0.0635441467165947 (0.07245032489299774) | > loss_disc_real_1: 0.19115929305553436 (0.15998923033475876) | > loss_disc_real_2: 0.22807030379772186 (0.1866261512041092) | > loss_disc_real_3: 0.16308045387268066 (0.1886688470840454) | > loss_disc_real_4: 0.21845123171806335 (0.2393736094236374) | > loss_disc_real_5: 0.1738499253988266 (0.1881035417318344) | > loss_0: 2.051877975463867 (2.101194739341736) | > loss_gen: 2.464430332183838 (2.3487621545791626) | > loss_kl: 3.348742723464966 (3.654819369316101) | > loss_feat: 6.576700687408447 (6.939026832580566) | > loss_mel: 18.682832717895508 (18.362765312194824) | > loss_duration: 2.5321974754333496 (2.4996869564056396) | > loss_1: 33.60490417480469 (33.80506134033203)  --> STEP: 3 | > loss_disc: 1.9998948574066162 (2.0674281120300293) | > loss_disc_real_0: 0.1244797557592392 (0.08979346851507823) | > loss_disc_real_1: 0.09276045113801956 (0.13757963726917902) | > loss_disc_real_2: 0.1382666379213333 (0.1705063134431839) | > loss_disc_real_3: 0.21548579633235931 (0.1976078301668167) | > loss_disc_real_4: 0.21117761731147766 (0.22997494538625082) | > loss_disc_real_5: 0.17471784353256226 (0.18364164233207703) | > loss_0: 1.9998948574066162 (2.0674281120300293) | > loss_gen: 2.5323665142059326 (2.409963607788086) | > loss_kl: 2.866596221923828 (3.3920783201853433) | > loss_feat: 6.668430805206299 (6.848828156789144) | > loss_mel: 18.119918823242188 (18.281816482543945) | > loss_duration: 2.38631010055542 (2.461894671122233) | > loss_1: 32.5736198425293 (33.39458084106445)  --> STEP: 4 | > loss_disc: 2.414510488510132 (2.154198706150055) | > loss_disc_real_0: 0.18051515519618988 (0.11247389018535614) | > loss_disc_real_1: 0.17096559703350067 (0.14592612721025944) | > loss_disc_real_2: 0.2896151840686798 (0.20028353109955788) | > loss_disc_real_3: 0.2776665985584259 (0.217622522264719) | > loss_disc_real_4: 0.19271762669086456 (0.22066061571240425) | > loss_disc_real_5: 0.1507129967212677 (0.1754094809293747) | > loss_0: 2.414510488510132 (2.154198706150055) | > loss_gen: 2.4631240367889404 (2.4232537150382996) | > loss_kl: 4.27372407913208 (3.6124897599220276) | > loss_feat: 5.760988235473633 (6.576868176460266) | > loss_mel: 14.829978942871094 (17.418857097625732) | > loss_duration: 2.3807456493377686 (2.441607415676117) | > loss_1: 29.708559036254883 (32.47307538986206)  --> STEP: 5 | > loss_disc: 2.451362133026123 (2.2136313915252686) | > loss_disc_real_0: 0.12389202415943146 (0.1147575169801712) | > loss_disc_real_1: 0.1542641967535019 (0.14759374111890794) | > loss_disc_real_2: 0.2534293234348297 (0.21091268956661224) | > loss_disc_real_3: 0.2514735460281372 (0.22439272701740265) | > loss_disc_real_4: 0.22197149693965912 (0.22092279195785522) | > loss_disc_real_5: 0.16344650089740753 (0.17301688492298126) | > loss_0: 2.451362133026123 (2.2136313915252686) | > loss_gen: 2.051211357116699 (2.3488452434539795) | > loss_kl: 2.545186996459961 (3.3990292072296144) | > loss_feat: 5.583161354064941 (6.378126811981201) | > loss_mel: 17.540454864501953 (17.443176651000975) | > loss_duration: 2.3036041259765625 (2.414006757736206) | > loss_1: 30.02362060546875 (31.9831844329834)  --> STEP: 6 | > loss_disc: 2.7898030281066895 (2.309659997622172) | > loss_disc_real_0: 0.21793562173843384 (0.13195386777321497) | > loss_disc_real_1: 0.16312764585018158 (0.15018272524078688) | > loss_disc_real_2: 0.3084047734737396 (0.22716137021780014) | > loss_disc_real_3: 0.2381141036748886 (0.22667962312698364) | > loss_disc_real_4: 0.26896682381629944 (0.22893013060092926) | > loss_disc_real_5: 0.2346210926771164 (0.18328425288200378) | > loss_0: 2.7898030281066895 (2.309659997622172) | > loss_gen: 1.94797682762146 (2.282033840815226) | > loss_kl: 3.030435800552368 (3.3375969727834067) | > loss_feat: 5.037749767303467 (6.154730637868245) | > loss_mel: 14.64116096496582 (16.976174036661785) | > loss_duration: 2.251681327819824 (2.386952519416809) | > loss_1: 26.90900421142578 (31.13748772939046)  --> STEP: 7 | > loss_disc: 2.276779890060425 (2.304962839399065) | > loss_disc_real_0: 0.16296517848968506 (0.136384055018425) | > loss_disc_real_1: 0.1317473202943802 (0.14754909596272878) | > loss_disc_real_2: 0.19982795417308807 (0.22325659649712698) | > loss_disc_real_3: 0.2020752727985382 (0.22316471593720572) | > loss_disc_real_4: 0.2443377673625946 (0.23113122156688146) | > loss_disc_real_5: 0.22204583883285522 (0.18882162230355398) | > loss_0: 2.276779890060425 (2.304962839399065) | > loss_gen: 2.480961561203003 (2.3104520865849087) | > loss_kl: 4.630300998687744 (3.522268976484026) | > loss_feat: 7.619498252868652 (6.363983154296875) | > loss_mel: 18.97432518005371 (17.26162420000349) | > loss_duration: 2.6245410442352295 (2.420893737248012) | > loss_1: 36.329627990722656 (31.879222052437918)  --> STEP: 8 | > loss_disc: 2.3542943000793457 (2.3111292719841003) | > loss_disc_real_0: 0.16969095170497894 (0.14054741710424423) | > loss_disc_real_1: 0.10927972197532654 (0.1427654242143035) | > loss_disc_real_2: 0.1722007393836975 (0.2168746143579483) | > loss_disc_real_3: 0.20624902844429016 (0.22105025500059128) | > loss_disc_real_4: 0.21185846626758575 (0.2287221271544695) | > loss_disc_real_5: 0.2117222100496292 (0.1916841957718134) | > loss_0: 2.3542943000793457 (2.3111292719841003) | > loss_gen: 2.264183282852173 (2.3046684861183167) | > loss_kl: 3.3003368377685547 (3.4945274591445923) | > loss_feat: 9.287208557128906 (6.729386329650879) | > loss_mel: 18.403783798217773 (17.404394149780273) | > loss_duration: 2.2521488666534424 (2.399800628423691) | > loss_1: 35.507659912109375 (32.33277678489685)  --> STEP: 9 | > loss_disc: 2.3826730251312256 (2.3190785778893366) | > loss_disc_real_0: 0.11234544962644577 (0.1374138651622666) | > loss_disc_real_1: 0.0974428728222847 (0.13772958517074585) | > loss_disc_real_2: 0.2441146820783615 (0.21990128854910532) | > loss_disc_real_3: 0.2868461608886719 (0.22836091121037802) | > loss_disc_real_4: 0.26645833253860474 (0.23291503886381784) | > loss_disc_real_5: 0.30506646633148193 (0.2042822258339988) | > loss_0: 2.3826730251312256 (2.3190785778893366) | > loss_gen: 2.521735191345215 (2.328787008921305) | > loss_kl: 2.5302391052246094 (3.3873843087090387) | > loss_feat: 10.159852981567383 (7.110549290974935) | > loss_mel: 19.330533981323242 (17.61840968661838) | > loss_duration: 2.256261110305786 (2.383851793077257) | > loss_1: 36.798622131347656 (32.82898182339139)  --> STEP: 10 | > loss_disc: 2.307298183441162 (2.317900538444519) | > loss_disc_real_0: 0.09271278977394104 (0.13294375762343408) | > loss_disc_real_1: 0.2071366310119629 (0.14467028975486756) | > loss_disc_real_2: 0.23393987119197845 (0.22130514681339264) | > loss_disc_real_3: 0.20687292516231537 (0.22621211260557175) | > loss_disc_real_4: 0.2168886512517929 (0.23131240010261536) | > loss_disc_real_5: 0.24230125546455383 (0.2080841287970543) | > loss_0: 2.307298183441162 (2.317900538444519) | > loss_gen: 2.3024728298187256 (2.326155591011047) | > loss_kl: 2.95261812210083 (3.343907690048218) | > loss_feat: 6.053916931152344 (7.004886054992676) | > loss_mel: 17.530101776123047 (17.60957889556885) | > loss_duration: 2.3977115154266357 (2.385237765312195) | > loss_1: 31.236820220947266 (32.669765663146975)  --> STEP: 11 | > loss_disc: 2.1255786418914795 (2.30041672966697) | > loss_disc_real_0: 0.0805722028017044 (0.128182707185095) | > loss_disc_real_1: 0.11807571351528168 (0.1422526010058143) | > loss_disc_real_2: 0.2579788565635681 (0.22463912042704495) | > loss_disc_real_3: 0.20576736330986023 (0.22435349903323434) | > loss_disc_real_4: 0.23838523030281067 (0.23195538466626947) | > loss_disc_real_5: 0.17351961135864258 (0.20494189993901687) | > loss_0: 2.1255786418914795 (2.30041672966697) | > loss_gen: 2.457948684692383 (2.3381367813457143) | > loss_kl: 3.805615186691284 (3.385881098833951) | > loss_feat: 8.670307159423828 (7.156287973577326) | > loss_mel: 18.945802688598633 (17.73105378584428) | > loss_duration: 2.4900708198547363 (2.3947680429978804) | > loss_1: 36.369747161865234 (33.006127617575906)  --> STEP: 12 | > loss_disc: 2.4929049015045166 (2.3164574106534324) | > loss_disc_real_0: 0.19194507598876953 (0.13349623791873455) | > loss_disc_real_1: 0.15677191317081451 (0.143462543686231) | > loss_disc_real_2: 0.2025183141231537 (0.22279571990172067) | > loss_disc_real_3: 0.2676064074039459 (0.22795790806412697) | > loss_disc_real_4: 0.25020021200180054 (0.2334757869442304) | > loss_disc_real_5: 0.24882881343364716 (0.20859914273023605) | > loss_0: 2.4929049015045166 (2.3164574106534324) | > loss_gen: 2.2456765174865723 (2.3304317593574524) | > loss_kl: 3.0618374347686768 (3.3588774601618447) | > loss_feat: 5.522047996520996 (7.020101308822632) | > loss_mel: 17.39757537841797 (17.703263918558758) | > loss_duration: 2.3206605911254883 (2.3885924220085144) | > loss_1: 30.54779815673828 (32.80126682917277)  --> STEP: 13 | > loss_disc: 2.4317896366119385 (2.325329120342548) | > loss_disc_real_0: 0.14249920845031738 (0.1341887741134717) | > loss_disc_real_1: 0.15986871719360352 (0.14472455703295195) | > loss_disc_real_2: 0.2500799000263214 (0.22489450298822844) | > loss_disc_real_3: 0.21449021995067596 (0.22692193205539996) | > loss_disc_real_4: 0.2276533544063568 (0.23302790751824012) | > loss_disc_real_5: 0.20546600222587585 (0.20835813192220834) | > loss_0: 2.4317896366119385 (2.325329120342548) | > loss_gen: 2.2425692081451416 (2.32367310157189) | > loss_kl: 3.7561686038970947 (3.3894383173722487) | > loss_feat: 6.616030216217041 (6.98901891708374) | > loss_mel: 17.46746063232422 (17.685125204233024) | > loss_duration: 2.2981619834899902 (2.3816362344301663) | > loss_1: 32.38039016723633 (32.768891701331505)  --> STEP: 14 | > loss_disc: 2.4494051933288574 (2.334191696984427) | > loss_disc_real_0: 0.11065339297056198 (0.1325076754604067) | > loss_disc_real_1: 0.1007552519440651 (0.14158389238374575) | > loss_disc_real_2: 0.2939516305923462 (0.22982715495995112) | > loss_disc_real_3: 0.2819080650806427 (0.23084951298577444) | > loss_disc_real_4: 0.3191254436969757 (0.23917773153100694) | > loss_disc_real_5: 0.29280388355255127 (0.2143899713243757) | > loss_0: 2.4494051933288574 (2.334191696984427) | > loss_gen: 2.464989185333252 (2.3337671075548445) | > loss_kl: 3.578132390975952 (3.402916465486799) | > loss_feat: 6.614965915679932 (6.962300845554897) | > loss_mel: 18.373645782470703 (17.734305245535715) | > loss_duration: 2.4241244792938232 (2.3846711090632846) | > loss_1: 33.45585632324219 (32.817960602896555)  --> STEP: 15 | > loss_disc: 2.458273410797119 (2.342463811238607) | > loss_disc_real_0: 0.17351935803890228 (0.1352417876323064) | > loss_disc_real_1: 0.0758383646607399 (0.137200857202212) | > loss_disc_real_2: 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loss_disc_real_5: 0.24585941433906555 (0.21641532611101866) | > loss_0: 2.2545559406280518 (2.336969569325447) | > loss_gen: 2.8057069778442383 (2.3625871688127518) | > loss_kl: 3.170382261276245 (3.4149557799100876) | > loss_feat: 10.12786865234375 (7.11196231842041) | > loss_mel: 16.610265731811523 (17.679473042488098) | > loss_duration: 2.4337756633758545 (2.3881606608629227) | > loss_1: 35.14799880981445 (32.957138895988464)  --> STEP: 17 | > loss_disc: 2.7166175842285156 (2.359301805496216) | > loss_disc_real_0: 0.1295183300971985 (0.13964230085120483) | > loss_disc_real_1: 0.17402732372283936 (0.13969757539384506) | > loss_disc_real_2: 0.35792312026023865 (0.24221639773424933) | > loss_disc_real_3: 0.33622241020202637 (0.23500337846138897) | > loss_disc_real_4: 0.3149845004081726 (0.2446122143198462) | > loss_disc_real_5: 0.3914918303489685 (0.22671394400736866) | > loss_0: 2.7166175842285156 (2.359301805496216) | > loss_gen: 2.3661417961120605 (2.3627962645362404) | > loss_kl: 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(2.3891274796591864) | > loss_1: 36.66304016113281 (33.1141987906562)  --> STEP: 19 | > loss_disc: 2.51367449760437 (2.368959539814999) | > loss_disc_real_0: 0.11095383018255234 (0.13747168724474154) | > loss_disc_real_1: 0.20403219759464264 (0.14067111321185766) | > loss_disc_real_2: 0.17031529545783997 (0.23375599007857473) | > loss_disc_real_3: 0.26346415281295776 (0.23611134682831011) | > loss_disc_real_4: 0.277677059173584 (0.24602935972966647) | > loss_disc_real_5: 0.3009035885334015 (0.22629933765060023) | > loss_0: 2.51367449760437 (2.368959539814999) | > loss_gen: 2.0838623046875 (2.3366998496808504) | > loss_kl: 2.1507904529571533 (3.301888240011115) | > loss_feat: 5.0600056648254395 (7.092441508644505) | > loss_mel: 16.507118225097656 (17.734920903256064) | > loss_duration: 2.3789403438568115 (2.3885913146169564) | > loss_1: 28.18071746826172 (32.854541878951224)  --> STEP: 20 | > loss_disc: 2.274789333343506 (2.3642510294914247) | > loss_disc_real_0: 0.0947820246219635 (0.13533720411360264) | > loss_disc_real_1: 0.10801684856414795 (0.13903839997947215) | > loss_disc_real_2: 0.2149050235748291 (0.23281344175338745) | > loss_disc_real_3: 0.2726478576660156 (0.23793817237019538) | > loss_disc_real_4: 0.23571062088012695 (0.2455134227871895) | > loss_disc_real_5: 0.18560627102851868 (0.22426468431949614) | > loss_0: 2.274789333343506 (2.3642510294914247) | > loss_gen: 2.2184503078460693 (2.3307873725891115) | > loss_kl: 2.5624916553497314 (3.2649184107780456) | > loss_feat: 5.5394062995910645 (7.014789748191833) | > loss_mel: 18.45672607421875 (17.7710111618042) | > loss_duration: 2.3439669609069824 (2.3863600969314573) | > loss_1: 31.121042251586914 (32.767866897583005)  --> STEP: 21 | > loss_disc: 2.10831880569458 (2.352063780739194) | > loss_disc_real_0: 0.1007445827126503 (0.133689936427843) | > loss_disc_real_1: 0.0929395779967308 (0.136843217980294) | > loss_disc_real_2: 0.16768673062324524 (0.22971216979480924) | > loss_disc_real_3: 0.20294144749641418 (0.2362716616619201) | > loss_disc_real_4: 0.2065659761428833 (0.24365878247079395) | > loss_disc_real_5: 0.22936426103115082 (0.22450752130576543) | > loss_0: 2.10831880569458 (2.352063780739194) | > loss_gen: 2.4033024311065674 (2.3342404706137523) | > loss_kl: 2.7881531715393066 (3.2422153041476296) | > loss_feat: 7.145308017730713 (7.021004903884161) | > loss_mel: 18.14912223815918 (17.789016451154435) | > loss_duration: 2.187377691268921 (2.3768847442808605) | > loss_1: 32.67326354980469 (32.76336197626023)  --> STEP: 22 | > loss_disc: 2.034524440765381 (2.337630174376748) | > loss_disc_real_0: 0.055845294147729874 (0.13015154359692876) | > loss_disc_real_1: 0.19443731009960175 (0.13946113125844437) | > loss_disc_real_2: 0.1376897096633911 (0.2255293306979266) | > loss_disc_real_3: 0.15677152574062347 (0.23265801912004297) | > loss_disc_real_4: 0.2214132845401764 (0.2426476234739477) | > loss_disc_real_5: 0.1836956888437271 (0.2226524380120364) | > loss_0: 2.034524440765381 (2.337630174376748) | > loss_gen: 2.4342808723449707 (2.338787761601535) | > loss_kl: 2.4583513736724854 (3.2065851254896685) | > loss_feat: 8.154634475708008 (7.072533520785245) | > loss_mel: 17.482990264892578 (17.77510616996071) | > loss_duration: 2.190145969390869 (2.368396618149497) | > loss_1: 32.720401763916016 (32.76140923933549)  --> STEP: 23 | > loss_disc: 2.4160923957824707 (2.3410415753074316) | > loss_disc_real_0: 0.19223284721374512 (0.13285073071070339) | > loss_disc_real_1: 0.16421206295490265 (0.14053725872350778) | > loss_disc_real_2: 0.34162771701812744 (0.23057708662489187) | > loss_disc_real_3: 0.22729383409023285 (0.23242479368396426) | > loss_disc_real_4: 0.288758248090744 (0.24465243323989536) | > loss_disc_real_5: 0.2221626490354538 (0.2226311428391415) | > loss_0: 2.4160923957824707 (2.3410415753074316) | > loss_gen: 2.6268601417541504 (2.351312647695127) | > loss_kl: 2.512113094329834 (3.176390689352284) | > loss_feat: 6.098845481872559 (7.030199258223824) | > loss_mel: 15.520376205444336 (17.677074432373043) | > loss_duration: 2.262535333633423 (2.36379395360532) | > loss_1: 29.020729064941406 (32.59877097088358)  --> STEP: 24 | > loss_disc: 2.481377363204956 (2.346888899803162) | > loss_disc_real_0: 0.15928873419761658 (0.13395231418932477) | > loss_disc_real_1: 0.14728952944278717 (0.1408186033368111) | > loss_disc_real_2: 0.307664155960083 (0.23378904784719148) | > loss_disc_real_3: 0.24061672389507294 (0.23276612410942712) | > loss_disc_real_4: 0.20121507346630096 (0.24284254324932894) | > loss_disc_real_5: 0.2021634876728058 (0.22177832387387753) | > loss_0: 2.481377363204956 (2.346888899803162) | > loss_gen: 2.2474777698516846 (2.34698619445165) | > loss_kl: 2.6000096797943115 (3.1523748139540353) | > loss_feat: 8.481728553771973 (7.09067964553833) | > loss_mel: 16.647655487060547 (17.634181976318356) | > loss_duration: 2.4524524211883545 (2.3674880564212795) | > loss_1: 32.429325103759766 (32.59171072642008)  --> STEP: 25 | > loss_disc: 2.521982192993164 (2.3538926315307624) | > loss_disc_real_0: 0.2150585949420929 (0.1371965654194355) | > loss_disc_real_1: 0.170306995511055 (0.14199813902378086) | > loss_disc_real_2: 0.2791997790336609 (0.23560547709465027) | > loss_disc_real_3: 0.2890598177909851 (0.23501787185668946) | > loss_disc_real_4: 0.30380502343177795 (0.24528104245662688) | > loss_disc_real_5: 0.24582338333129883 (0.22274012625217438) | > loss_0: 2.521982192993164 (2.3538926315307624) | > loss_gen: 2.6420042514801025 (2.358786916732788) | > loss_kl: 3.0560543537139893 (3.1485219955444337) | > loss_feat: 7.912209510803223 (7.123540840148926) | > loss_mel: 16.83371353149414 (17.602163238525385) | > loss_duration: 2.398294448852539 (2.36872031211853) | > loss_1: 32.84227752685547 (32.6017333984375)  --> STEP: 26 | > loss_disc: 2.343970775604248 (2.353511021687435) | > loss_disc_real_0: 0.1454681009054184 (0.13751470139966562) | > loss_disc_real_1: 0.07581119984388351 (0.13945248751686173) | > loss_disc_real_2: 0.12444762140512466 (0.23133017495274544) | > loss_disc_real_3: 0.13149775564670563 (0.23103632892553622) | > loss_disc_real_4: 0.16510705649852753 (0.2421974276120846) | > loss_disc_real_5: 0.13289600610733032 (0.21928458316968039) | > loss_0: 2.343970775604248 (2.353511021687435) | > loss_gen: 2.020449638366699 (2.3457739444879384) | > loss_kl: 2.7242021560668945 (3.1322020017183743) | > loss_feat: 12.677172660827637 (7.337142064021184) | > loss_mel: 19.62842559814453 (17.680096406203045) | > loss_duration: 2.3164305686950684 (2.366709168140704) | > loss_1: 39.36668014526367 (32.86192365793082) --> EVAL PERFORMANCE | > avg_loader_time: 0.002568373313316932 (+0.00020876297583946732) | > avg_loss_disc: 2.353511021687435 (-0.0803795869533821) | > avg_loss_disc_real_0: 0.13751470139966562 (-0.005796150376017328) | > avg_loss_disc_real_1: 0.13945248751686173 (-0.12236006529285348) | > avg_loss_disc_real_2: 0.23133017495274544 (+0.04839303974921888) | > avg_loss_disc_real_3: 0.23103632892553622 (-0.007794978526922375) | > avg_loss_disc_real_4: 0.2421974276120846 (+0.014292931900574596) | > avg_loss_disc_real_5: 0.21928458316968039 (-0.0029655448519266547) | > avg_loss_0: 2.353511021687435 (-0.0803795869533821) | > avg_loss_gen: 2.3457739444879384 (+0.02037968543859625) | > avg_loss_kl: 3.1322020017183743 (+0.0163334516378546) | > avg_loss_feat: 7.337142064021184 (+0.6947082189413214) | > avg_loss_mel: 17.680096406203045 (+0.8559754811800389) | > avg_loss_duration: 2.366709168140704 (+0.006001399113581218) | > avg_loss_1: 32.86192365793082 (+1.593398534334625)  > EPOCH: 765/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:03:32)   --> TIME: 2024-06-12 01:03:42 -- STEP: 24/330 -- GLOBAL_STEP: 340475 | > loss_disc: 2.355482578277588 (2.302191019058227) | > loss_disc_real_0: 0.11522176861763 (0.10434604839732249) | > loss_disc_real_1: 0.19184452295303345 (0.19300750643014908) | > loss_disc_real_2: 0.22302234172821045 (0.2024194790671269) | > loss_disc_real_3: 0.24054639041423798 (0.22218076388041177) | > loss_disc_real_4: 0.24825116991996765 (0.22700918279588223) | > loss_disc_real_5: 0.2518903911113739 (0.2196607869118452) | > loss_0: 2.355482578277588 (2.302191019058227) | > grad_norm_0: tensor(10.2594, device='cuda:0') (tensor(7.5921, device='cuda:0')) | > loss_gen: 2.4871108531951904 (2.5044432183106737) | > loss_kl: 1.7016414403915405 (1.9369647304217021) | > loss_feat: 6.959152698516846 (7.033256868521373) | > loss_mel: 16.943286895751953 (17.345182577768963) | > loss_duration: 1.946908712387085 (2.031212185819944) | > loss_1: 30.03809928894043 (30.851059595743816) | > grad_norm_1: tensor(120.9814, device='cuda:0') (tensor(81.1915, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3717 (0.3726281026999156) | > loader_time: 0.0032 (0.003434648116429647)  --> TIME: 2024-06-12 01:03:51 -- STEP: 49/330 -- GLOBAL_STEP: 340500 | > loss_disc: 2.304105520248413 (2.340704771937156) | > loss_disc_real_0: 0.08619948476552963 (0.10678301964487348) | > loss_disc_real_1: 0.18427212536334991 (0.19346891586877862) | > loss_disc_real_2: 0.18685798346996307 (0.20645017861103526) | > loss_disc_real_3: 0.22276999056339264 (0.22951254491903345) | > loss_disc_real_4: 0.19565719366073608 (0.2327277012625519) | > loss_disc_real_5: 0.20841644704341888 (0.2244322336449915) | > loss_0: 2.304105520248413 (2.340704771937156) | > grad_norm_0: tensor(6.3268, device='cuda:0') (tensor(8.9877, device='cuda:0')) | > loss_gen: 2.4082436561584473 (2.4936898484521977) | > loss_kl: 1.877610445022583 (1.937834771312013) | > loss_feat: 6.87434196472168 (6.973802585991061) | > loss_mel: 16.7553768157959 (17.319580078125) | > loss_duration: 1.9241943359375 (1.9986270520151879) | > loss_1: 29.839765548706055 (30.723534214253327) | > grad_norm_1: tensor(72.2401, device='cuda:0') (tensor(99.6631, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3692 (0.36564207563594897) | > loader_time: 0.0042 (0.003439572392677774) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_340500.pth  --> TIME: 2024-06-12 01:04:05 -- STEP: 74/330 -- GLOBAL_STEP: 340525 | > loss_disc: 2.332793712615967 (2.3497728914827913) | > loss_disc_real_0: 0.12122465670108795 (0.10780169583252959) | > loss_disc_real_1: 0.17362600564956665 (0.1934231793558275) | > loss_disc_real_2: 0.20142163336277008 (0.20872055175336632) | > loss_disc_real_3: 0.25375908613204956 (0.23084033824302055) | > loss_disc_real_4: 0.27655476331710815 (0.2332231646051278) | > loss_disc_real_5: 0.22685520350933075 (0.22413176177321253) | > loss_0: 2.332793712615967 (2.3497728914827913) | > grad_norm_0: tensor(8.0291, device='cuda:0') (tensor(8.6062, device='cuda:0')) | > loss_gen: 2.686607599258423 (2.484847397417634) | > loss_kl: 1.9687191247940063 (1.960668850589443) | > loss_feat: 6.962522506713867 (6.9496927970164535) | > loss_mel: 18.099374771118164 (17.38239329570049) | > loss_duration: 1.9190489053726196 (1.9864012276804126) | > loss_1: 31.636272430419922 (30.764003495912295) | > grad_norm_1: tensor(85.3055, device='cuda:0') (tensor(89.4937, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3731 (0.3667562362310049) | > loader_time: 0.004 (0.0035181979875306825)  --> TIME: 2024-06-12 01:04:15 -- STEP: 99/330 -- GLOBAL_STEP: 340550 | > loss_disc: 2.4344708919525146 (2.3551120228237576) | > loss_disc_real_0: 0.173649400472641 (0.11221215083743587) | > loss_disc_real_1: 0.2502698004245758 (0.19599673001453127) | > loss_disc_real_2: 0.21941843628883362 (0.2098433268491668) | > loss_disc_real_3: 0.22195856273174286 (0.22925358212957478) | > loss_disc_real_4: 0.21731597185134888 (0.23237055720704974) | > loss_disc_real_5: 0.20643159747123718 (0.22311856680446202) | > loss_0: 2.4344708919525146 (2.3551120228237576) | > grad_norm_0: tensor(13.6232, device='cuda:0') (tensor(9.0670, device='cuda:0')) | > loss_gen: 2.4649620056152344 (2.4807108724960174) | > loss_kl: 1.9986717700958252 (1.9618008774940414) | > loss_feat: 7.007295608520508 (6.934320107854978) | > loss_mel: 17.677392959594727 (17.357372438064733) | > loss_duration: 2.013946056365967 (1.987993127167827) | > loss_1: 31.162269592285156 (30.722197349625404) | > grad_norm_1: tensor(111.7585, device='cuda:0') (tensor(93.5444, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3887 (0.368379592895508) | > loader_time: 0.0044 (0.003594121547660442)  --> TIME: 2024-06-12 01:04:24 -- STEP: 124/330 -- GLOBAL_STEP: 340575 | > loss_disc: 2.3027713298797607 (2.3607973110291276) | > loss_disc_real_0: 0.11297088861465454 (0.11300040949736873) | > loss_disc_real_1: 0.19872862100601196 (0.19706222523123984) | > loss_disc_real_2: 0.2245812565088272 (0.21045932245831336) | > loss_disc_real_3: 0.23432843387126923 (0.23005944538501003) | > loss_disc_real_4: 0.18826639652252197 (0.2315492499018869) | > loss_disc_real_5: 0.18388572335243225 (0.22351220899051236) | > loss_0: 2.3027713298797607 (2.3607973110291276) | > grad_norm_0: tensor(7.1718, device='cuda:0') (tensor(9.3658, device='cuda:0')) | > loss_gen: 2.5325777530670166 (2.4788302798424993) | > loss_kl: 2.106111526489258 (1.9626727719460764) | > loss_feat: 7.4072651863098145 (6.964707751427928) | > loss_mel: 18.045085906982422 (17.399263551158295) | > loss_duration: 2.0056169033050537 (1.9923241023094422) | > loss_1: 32.096656799316406 (30.797798448993312) | > grad_norm_1: tensor(67.1795, device='cuda:0') (tensor(100.6247, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3644 (0.37056709297241713) | > loader_time: 0.0037 (0.0036916905833828833)  --> TIME: 2024-06-12 01:04:34 -- STEP: 149/330 -- GLOBAL_STEP: 340600 | > loss_disc: 2.3495121002197266 (2.3629772823128934) | > loss_disc_real_0: 0.07790974527597427 (0.11437476221347015) | > loss_disc_real_1: 0.20352314412593842 (0.1980923883266896) | > loss_disc_real_2: 0.2611478567123413 (0.21142148121491372) | > loss_disc_real_3: 0.23898719251155853 (0.229514331125573) | > loss_disc_real_4: 0.2249019891023636 (0.2303766639240636) | > loss_disc_real_5: 0.21565724909305573 (0.22262833832494364) | > loss_0: 2.3495121002197266 (2.3629772823128934) | > grad_norm_0: tensor(17.4357, device='cuda:0') (tensor(9.8732, device='cuda:0')) | > loss_gen: 2.5360779762268066 (2.4762335175635823) | > loss_kl: 2.1008291244506836 (1.9772608032162557) | > loss_feat: 6.750349998474121 (6.956084267405055) | > loss_mel: 18.210079193115234 (17.384702464878167) | > loss_duration: 2.027252197265625 (1.9962073940558722) | > loss_1: 31.624588012695312 (30.790488415916496) | > grad_norm_1: tensor(102.0097, device='cuda:0') (tensor(113.3255, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3908 (0.3731272412626536) | > loader_time: 0.0054 (0.003816620615504732)  --> TIME: 2024-06-12 01:04:44 -- STEP: 174/330 -- GLOBAL_STEP: 340625 | > loss_disc: 2.3850009441375732 (2.364315779729823) | > loss_disc_real_0: 0.08683963119983673 (0.11467402171472023) | > loss_disc_real_1: 0.16026636958122253 (0.19724592480851308) | > loss_disc_real_2: 0.17914466559886932 (0.21171626491450715) | > loss_disc_real_3: 0.2133362591266632 (0.23009514962804728) | > loss_disc_real_4: 0.23091153800487518 (0.2314007874021585) | > loss_disc_real_5: 0.2121748924255371 (0.22302009850397878) | > loss_0: 2.3850009441375732 (2.364315779729823) | > grad_norm_0: tensor(14.4155, device='cuda:0') (tensor(10.2988, device='cuda:0')) | > loss_gen: 2.261712074279785 (2.47713252593731) | > loss_kl: 1.9474360942840576 (1.984469004746141) | > loss_feat: 7.2459211349487305 (6.947383121512402) | > loss_mel: 17.797130584716797 (17.348257448481412) | > loss_duration: 2.1096303462982178 (2.0021984303134617) | > loss_1: 31.361831665039062 (30.759440509752295) | > grad_norm_1: tensor(200.6044, device='cuda:0') (tensor(125.2520, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3842 (0.37556120719032726) | > loader_time: 0.0042 (0.003937434876102139)  --> TIME: 2024-06-12 01:04:54 -- STEP: 199/330 -- GLOBAL_STEP: 340650 | > loss_disc: 2.3244967460632324 (2.367273885401053) | > loss_disc_real_0: 0.12207510322332382 (0.11604866183283341) | > loss_disc_real_1: 0.1938193142414093 (0.19791651565824914) | > loss_disc_real_2: 0.226527601480484 (0.21181654772866312) | > loss_disc_real_3: 0.19614177942276 (0.2301075457029007) | > loss_disc_real_4: 0.1939631998538971 (0.2314714437453591) | > loss_disc_real_5: 0.22159519791603088 (0.2225338545576412) | > loss_0: 2.3244967460632324 (2.367273885401053) | > grad_norm_0: tensor(19.7604, device='cuda:0') (tensor(11.3628, device='cuda:0')) | > loss_gen: 2.512230396270752 (2.474576213252005) | > loss_kl: 2.027207374572754 (1.9915234659185361) | > loss_feat: 6.891224384307861 (6.939218712811494) | > loss_mel: 17.258983612060547 (17.305340464989733) | > loss_duration: 2.1232857704162598 (2.010678530937464) | > loss_1: 30.812931060791016 (30.721337399890075) | > grad_norm_1: tensor(404.1875, device='cuda:0') (tensor(140.2378, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.387 (0.3771547144980886) | > loader_time: 0.005 (0.004038914963228618)  --> TIME: 2024-06-12 01:05:04 -- STEP: 224/330 -- GLOBAL_STEP: 340675 | > loss_disc: 2.609933853149414 (2.3692138631429023) | > loss_disc_real_0: 0.16626283526420593 (0.11740866177050131) | > loss_disc_real_1: 0.2119230031967163 (0.19793534531657178) | > loss_disc_real_2: 0.17763812839984894 (0.21206457912921906) | > loss_disc_real_3: 0.23909464478492737 (0.23032891623941915) | > loss_disc_real_4: 0.21886393427848816 (0.2305798587123198) | > loss_disc_real_5: 0.2548384368419647 (0.22150239069014788) | > loss_0: 2.609933853149414 (2.3692138631429023) | > grad_norm_0: tensor(68.3252, device='cuda:0') (tensor(13.4954, device='cuda:0')) | > loss_gen: 2.348386764526367 (2.4790332998548235) | > loss_kl: 2.0639450550079346 (1.996948161295482) | > loss_feat: 6.815393447875977 (6.951221693839345) | > loss_mel: 16.837995529174805 (17.251882587160374) | > loss_duration: 2.1293182373046875 (2.018327419246947) | > loss_1: 30.195039749145508 (30.697413155010768) | > grad_norm_1: tensor(221.1958, device='cuda:0') (tensor(163.7140, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.3968 (0.3800637956176485) | > loader_time: 0.0057 (0.004168627517563955)  --> TIME: 2024-06-12 01:05:15 -- STEP: 249/330 -- GLOBAL_STEP: 340700 | > loss_disc: 2.443798303604126 (2.3730649048066073) | > loss_disc_real_0: 0.16560465097427368 (0.11874973845769124) | > loss_disc_real_1: 0.1711486428976059 (0.19806356237355957) | > loss_disc_real_2: 0.21868975460529327 (0.2124062783148394) | > loss_disc_real_3: 0.23170898854732513 (0.23017491603711523) | > loss_disc_real_4: 0.29136115312576294 (0.23167857455920024) | > loss_disc_real_5: 0.21230417490005493 (0.22211489751635785) | > loss_0: 2.443798303604126 (2.3730649048066073) | > grad_norm_0: tensor(25.4681, device='cuda:0') (tensor(14.8477, device='cuda:0')) | > loss_gen: 2.4784648418426514 (2.4815622419717323) | > loss_kl: 1.927453637123108 (2.00078201868448) | > loss_feat: 6.84077262878418 (6.953009387096727) | > loss_mel: 16.830490112304688 (17.205575893202926) | > loss_duration: 2.104149341583252 (2.0270059405560468) | > loss_1: 30.18132972717285 (30.667935490129462) | > grad_norm_1: tensor(451.0868, device='cuda:0') (tensor(183.2806, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.4238 (0.383979274565915) | > loader_time: 0.0061 (0.0043113566785452345)  --> TIME: 2024-06-12 01:05:26 -- STEP: 274/330 -- GLOBAL_STEP: 340725 | > loss_disc: 2.3364477157592773 (2.3739019562728236) | > loss_disc_real_0: 0.12838324904441833 (0.11923923357015978) | > loss_disc_real_1: 0.16379311680793762 (0.19844401654970903) | > loss_disc_real_2: 0.1963140368461609 (0.2124343086441938) | > loss_disc_real_3: 0.25722768902778625 (0.23036502997805602) | > loss_disc_real_4: 0.23916073143482208 (0.2315940407179568) | > loss_disc_real_5: 0.21861696243286133 (0.22212762271400788) | > loss_0: 2.3364477157592773 (2.3739019562728236) | > grad_norm_0: tensor(39.8472, device='cuda:0') (tensor(15.8791, device='cuda:0')) | > loss_gen: 2.5400636196136475 (2.4769416360089376) | > loss_kl: 2.101161003112793 (2.0036662982328095) | > loss_feat: 7.307864189147949 (6.952040120632979) | > loss_mel: 16.063119888305664 (17.15823586317743) | > loss_duration: 2.120220899581909 (2.0358445914122303) | > loss_1: 30.132429122924805 (30.626728538179048) | > grad_norm_1: tensor(722.3594, device='cuda:0') (tensor(199.2125, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.4362 (0.3890575953643687) | > loader_time: 0.0065 (0.004498526997809863)  --> TIME: 2024-06-12 01:05:38 -- STEP: 299/330 -- GLOBAL_STEP: 340750 | > loss_disc: 2.497541666030884 (2.376917612592514) | > loss_disc_real_0: 0.15731766819953918 (0.12026271246448408) | > loss_disc_real_1: 0.19247354567050934 (0.19851907888383766) | > loss_disc_real_2: 0.26082319021224976 (0.2131176021784843) | > loss_disc_real_3: 0.2555645704269409 (0.2304158951327155) | > loss_disc_real_4: 0.2569185197353363 (0.23186916097948782) | > loss_disc_real_5: 0.2560864984989166 (0.22222733686998936) | > loss_0: 2.497541666030884 (2.376917612592514) | > grad_norm_0: tensor(7.3176, device='cuda:0') (tensor(17.3359, device='cuda:0')) | > loss_gen: 2.4257895946502686 (2.4750250143350954) | > loss_kl: 2.0625486373901367 (2.009951136582671) | > loss_feat: 7.083304405212402 (6.9584870067328515) | > loss_mel: 17.402328491210938 (17.131196089014146) | > loss_duration: 2.2138423919677734 (2.046777497167172) | > loss_1: 31.18781280517578 (30.62143679207384) | > grad_norm_1: tensor(360.3997, device='cuda:0') (tensor(215.3446, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.469 (0.3950683990848503) | > loader_time: 0.0064 (0.004683886084668213)  --> TIME: 2024-06-12 01:05:52 -- STEP: 324/330 -- GLOBAL_STEP: 340775 | > loss_disc: 2.4705452919006348 (2.380212654302151) | > loss_disc_real_0: 0.16738232970237732 (0.12135301597048472) | > loss_disc_real_1: 0.2568301260471344 (0.1991233406703413) | > loss_disc_real_2: 0.20892851054668427 (0.21284059614494996) | > loss_disc_real_3: 0.2462637722492218 (0.23056829329810025) | > loss_disc_real_4: 0.2539416551589966 (0.23233040665954718) | > loss_disc_real_5: 0.2876185178756714 (0.2227182925483327) | > loss_0: 2.4705452919006348 (2.380212654302151) | > grad_norm_0: tensor(33.3606, device='cuda:0') (tensor(18.9238, device='cuda:0')) | > loss_gen: 2.283881425857544 (2.4738778898745393) | > loss_kl: 2.048715591430664 (2.01641128865289) | > loss_feat: 8.999921798706055 (7.00412294599745) | > loss_mel: 17.053735733032227 (17.085127424310734) | > loss_duration: 2.269144296646118 (2.061570088804504) | > loss_1: 32.655399322509766 (30.64110968436724) | > grad_norm_1: tensor(449.0182, device='cuda:0') (tensor(231.6914, device='cuda:0')) | > current_lr_0: 0.00018175986439884342 | > current_lr_1: 0.00018175986439884342 | > step_time: 0.6502 (0.40708646215038535) | > loader_time: 0.0091 (0.004948967032962376)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.408714771270752 (2.408714771270752) | > loss_disc_real_0: 0.19071954488754272 (0.19071954488754272) | > loss_disc_real_1: 0.1988375186920166 (0.1988375186920166) | > loss_disc_real_2: 0.19853825867176056 (0.19853825867176056) | > loss_disc_real_3: 0.22692258656024933 (0.22692258656024933) | > loss_disc_real_4: 0.19432511925697327 (0.19432511925697327) | > loss_disc_real_5: 0.1988692432641983 (0.1988692432641983) | > loss_0: 2.408714771270752 (2.408714771270752) | > loss_gen: 2.221004009246826 (2.221004009246826) | > loss_kl: 1.8654603958129883 (1.8654603958129883) | > loss_feat: 6.6514434814453125 (6.6514434814453125) | > loss_mel: 17.59920310974121 (17.59920310974121) | > loss_duration: 3.0051345825195312 (3.0051345825195312) | > loss_1: 31.342247009277344 (31.342247009277344)  --> STEP: 1 | > loss_disc: 2.3461756706237793 (2.3461756706237793) | > loss_disc_real_0: 0.13576845824718475 (0.13576845824718475) | > loss_disc_real_1: 0.1390228271484375 (0.1390228271484375) | > loss_disc_real_2: 0.14862969517707825 (0.14862969517707825) | > loss_disc_real_3: 0.2568538188934326 (0.2568538188934326) | > loss_disc_real_4: 0.19357819855213165 (0.19357819855213165) | > loss_disc_real_5: 0.16712385416030884 (0.16712385416030884) | > loss_0: 2.3461756706237793 (2.3461756706237793) | > loss_gen: 2.0215511322021484 (2.0215511322021484) | > loss_kl: 4.283660411834717 (4.283660411834717) | > loss_feat: 6.91103982925415 (6.91103982925415) | > loss_mel: 17.78151512145996 (17.78151512145996) | > loss_duration: 2.468916654586792 (2.468916654586792) | > loss_1: 33.46668243408203 (33.46668243408203)  --> STEP: 2 | > loss_disc: 2.216989040374756 (2.2815823554992676) | > loss_disc_real_0: 0.096229188144207 (0.11599882319569588) | > loss_disc_real_1: 0.13886161148548126 (0.13894221931695938) | > loss_disc_real_2: 0.16559407114982605 (0.15711188316345215) | > loss_disc_real_3: 0.18409675359725952 (0.22047528624534607) | > loss_disc_real_4: 0.1877329796552658 (0.19065558910369873) | > loss_disc_real_5: 0.18330594897270203 (0.17521490156650543) | > loss_0: 2.216989040374756 (2.2815823554992676) | > loss_gen: 2.0994997024536133 (2.060525417327881) | > loss_kl: 3.286940574645996 (3.7853004932403564) | > loss_feat: 6.058472633361816 (6.484756231307983) | > loss_mel: 18.13901710510254 (17.96026611328125) | > loss_duration: 2.561551094055176 (2.515233874320984) | > loss_1: 32.14548110961914 (32.806081771850586)  --> STEP: 3 | > loss_disc: 2.209956645965576 (2.257707118988037) | > loss_disc_real_0: 0.0701376348733902 (0.10071176042159398) | > loss_disc_real_1: 0.1915443390607834 (0.15647625923156738) | > loss_disc_real_2: 0.12473651021718979 (0.14632009218136469) | > loss_disc_real_3: 0.20902188122272491 (0.216657484571139) | > loss_disc_real_4: 0.21175403892993927 (0.1976884057124456) | > loss_disc_real_5: 0.1445273905992508 (0.16498573124408722) | > loss_0: 2.209956645965576 (2.257707118988037) | > loss_gen: 2.037914752960205 (2.0529885292053223) | > loss_kl: 3.102008104324341 (3.5575363636016846) | > loss_feat: 6.207948684692383 (6.392487049102783) | > loss_mel: 16.803848266601562 (17.574793497721355) | > loss_duration: 2.3831329345703125 (2.4712002277374268) | > loss_1: 30.53485107421875 (32.049004872639976)  --> STEP: 4 | > loss_disc: 2.493274688720703 (2.3165990114212036) | > loss_disc_real_0: 0.09540988504886627 (0.09938629157841206) | > loss_disc_real_1: 0.1599665731191635 (0.15734883770346642) | > loss_disc_real_2: 0.18127447366714478 (0.15505868755280972) | > loss_disc_real_3: 0.1829724907875061 (0.2082362361252308) | > loss_disc_real_4: 0.14516183733940125 (0.1845567636191845) | > loss_disc_real_5: 0.17822164297103882 (0.16829470917582512) | > loss_0: 2.493274688720703 (2.3165990114212036) | > loss_gen: 1.8158187866210938 (1.9936960935592651) | > loss_kl: 3.697453022003174 (3.592515528202057) | > loss_feat: 5.246581554412842 (6.106010675430298) | > loss_mel: 16.550762176513672 (17.318785667419434) | > loss_duration: 2.3907508850097656 (2.4510878920555115) | > loss_1: 29.701366424560547 (31.462095260620117)  --> STEP: 5 | > loss_disc: 2.5907795429229736 (2.371435117721558) | > loss_disc_real_0: 0.1675192415714264 (0.11301288157701492) | > loss_disc_real_1: 0.11601509898900986 (0.1490820899605751) | > loss_disc_real_2: 0.18461006879806519 (0.16096896380186082) | > loss_disc_real_3: 0.2698516547679901 (0.22055931985378266) | > loss_disc_real_4: 0.23263919353485107 (0.1941732496023178) | > loss_disc_real_5: 0.24809908866882324 (0.18425558507442474) | > loss_0: 2.5907795429229736 (2.371435117721558) | > loss_gen: 1.9833316802978516 (1.9916232109069825) | > loss_kl: 2.911022424697876 (3.456216907501221) | > loss_feat: 4.90501070022583 (5.865810680389404) | > loss_mel: 18.83723258972168 (17.62247505187988) | > loss_duration: 2.3485920429229736 (2.430588722229004) | > loss_1: 30.985191345214844 (31.366714477539062)  --> STEP: 6 | > loss_disc: 2.3889060020446777 (2.374346931775411) | > loss_disc_real_0: 0.11541584134101868 (0.11341337487101555) | > loss_disc_real_1: 0.1311708688735962 (0.14609688644607863) | > loss_disc_real_2: 0.19731901586055756 (0.1670273058116436) | > loss_disc_real_3: 0.16082046926021576 (0.21060284475485483) | > loss_disc_real_4: 0.19851307570934296 (0.19489655395348868) | > loss_disc_real_5: 0.20304439961910248 (0.18738705416520438) | > loss_0: 2.3889060020446777 (2.374346931775411) | > loss_gen: 2.020378589630127 (1.9964157740275066) | > loss_kl: 2.958284616470337 (3.3732281923294067) | > loss_feat: 6.580410480499268 (5.984910647074382) | > loss_mel: 18.780105590820312 (17.81541347503662) | > loss_duration: 2.1844091415405273 (2.389558792114258) | > loss_1: 32.523590087890625 (31.559527079264324)  --> STEP: 7 | > loss_disc: 2.314141035079956 (2.365746089390346) | > loss_disc_real_0: 0.0626341700553894 (0.10615920275449753) | > loss_disc_real_1: 0.14591999351978302 (0.1460716160280364) | > loss_disc_real_2: 0.16962803900241852 (0.16739883912461145) | > loss_disc_real_3: 0.19205242395401 (0.20795278464044845) | > loss_disc_real_4: 0.18297240138053894 (0.19319310358592443) | > loss_disc_real_5: 0.17167779803276062 (0.1851428747177124) | > loss_0: 2.314141035079956 (2.365746089390346) | > loss_gen: 1.896102786064148 (1.9820853471755981) | > loss_kl: 4.2988152503967285 (3.5054549149104526) | > loss_feat: 5.756305694580078 (5.952252796718052) | > loss_mel: 19.59355926513672 (18.069434302193777) | > loss_duration: 2.5051848888397217 (2.406076805932181) | > loss_1: 34.04996871948242 (31.91530445643834)  --> STEP: 8 | > loss_disc: 2.603264570236206 (2.3954358994960785) | > loss_disc_real_0: 0.1838197410106659 (0.11586677003651857) | > loss_disc_real_1: 0.19844216108322144 (0.15261793415993452) | > loss_disc_real_2: 0.12145046889781952 (0.16165529284626245) | > loss_disc_real_3: 0.19726808369159698 (0.206617197021842) | > loss_disc_real_4: 0.19086550176143646 (0.19290215335786343) | > loss_disc_real_5: 0.25585928559303284 (0.19398242607712746) | > loss_0: 2.603264570236206 (2.3954358994960785) | > loss_gen: 1.8959354162216187 (1.9713166058063507) | > loss_kl: 2.8722920417785645 (3.4263095557689667) | > loss_feat: 8.597604751586914 (6.28292179107666) | > loss_mel: 15.746561050415039 (17.779075145721436) | > loss_duration: 2.251195192337036 (2.386716604232788) | > loss_1: 31.363588333129883 (31.84633994102478)  --> STEP: 9 | > loss_disc: 2.371643304824829 (2.3927922778659396) | > loss_disc_real_0: 0.07841400802135468 (0.1117053520348337) | > loss_disc_real_1: 0.16031000018119812 (0.15347260816229713) | > loss_disc_real_2: 0.19004929065704346 (0.1648101814919048) | > loss_disc_real_3: 0.21826809644699097 (0.2079117414024141) | > loss_disc_real_4: 0.22841273248195648 (0.19684777326054043) | > loss_disc_real_5: 0.21894335746765137 (0.19675586289829677) | > loss_0: 2.371643304824829 (2.3927922778659396) | > loss_gen: 2.1318516731262207 (1.9891538355085585) | > loss_kl: 3.19515061378479 (3.400625228881836) | > loss_feat: 7.829299449920654 (6.4547415309482155) | > loss_mel: 18.501047134399414 (17.859294255574543) | > loss_duration: 2.142547369003296 (2.3595866892072888) | > loss_1: 33.799896240234375 (32.063401752048065)  --> STEP: 10 | > loss_disc: 2.501138925552368 (2.4036269426345824) | > loss_disc_real_0: 0.08608072251081467 (0.10914288908243179) | > loss_disc_real_1: 0.18696758151054382 (0.1568221054971218) | > loss_disc_real_2: 0.2761463224887848 (0.1759437955915928) | > loss_disc_real_3: 0.22369371354579926 (0.20948993861675264) | > loss_disc_real_4: 0.21107523143291473 (0.19827051907777787) | > loss_disc_real_5: 0.24408955872058868 (0.20148923248052597) | > loss_0: 2.501138925552368 (2.4036269426345824) | > loss_gen: 2.0472664833068848 (1.994965100288391) | > loss_kl: 3.0127005577087402 (3.3618327617645263) | > loss_feat: 5.340146541595459 (6.343282032012939) | > loss_mel: 15.581257820129395 (17.631490612030028) | > loss_duration: 2.3768250942230225 (2.361310529708862) | > loss_1: 28.358196258544922 (31.692881202697755)  --> STEP: 11 | > loss_disc: 2.5836102962493896 (2.419989065690474) | > loss_disc_real_0: 0.07741105556488037 (0.10625817694447258) | > loss_disc_real_1: 0.23570802807807922 (0.16399355300448157) | > loss_disc_real_2: 0.23287014663219452 (0.18111891841346567) | > loss_disc_real_3: 0.22816115617752075 (0.21118732203136792) | > loss_disc_real_4: 0.2759145498275757 (0.2053290673277595) | > loss_disc_real_5: 0.23553693294525146 (0.20458447797731918) | > loss_0: 2.5836102962493896 (2.419989065690474) | > loss_gen: 2.0974605083465576 (2.0042828646573154) | > loss_kl: 3.245617628097534 (3.3512677496129815) | > loss_feat: 6.988154888153076 (6.401906837116588) | > loss_mel: 17.287832260131836 (17.60024894367565) | > loss_duration: 2.481894016265869 (2.372272664850408) | > loss_1: 32.10095977783203 (31.729979254982688)  --> STEP: 12 | > loss_disc: 2.595576047897339 (2.4346213142077127) | > loss_disc_real_0: 0.17429223656654358 (0.11192768191297849) | > loss_disc_real_1: 0.16363738477230072 (0.1639638723184665) | > loss_disc_real_2: 0.29739218950271606 (0.1908083576709032) | > loss_disc_real_3: 0.2536791265010834 (0.21472830573717752) | > loss_disc_real_4: 0.20629101991653442 (0.20540923004349074) | > loss_disc_real_5: 0.20820148289203644 (0.20488589505354562) | > loss_0: 2.595576047897339 (2.4346213142077127) | > loss_gen: 2.0648579597473145 (2.0093307892481485) | > loss_kl: 3.0733683109283447 (3.3281094630559287) | > loss_feat: 5.532424449920654 (6.329449971516927) | > loss_mel: 14.687556266784668 (17.357524553934734) | > loss_duration: 2.294414520263672 (2.365784486134847) | > loss_1: 27.65262222290039 (31.390199502309162)  --> STEP: 13 | > loss_disc: 2.470147132873535 (2.4373540694896993) | > loss_disc_real_0: 0.08942903578281403 (0.11019701682604276) | > loss_disc_real_1: 0.1871083676815033 (0.16574421811562318) | > loss_disc_real_2: 0.26896360516548157 (0.19682029978587076) | > loss_disc_real_3: 0.2687895596027374 (0.218886863726836) | > loss_disc_real_4: 0.17441242933273315 (0.20302486075804785) | > loss_disc_real_5: 0.14443057775497437 (0.2002354860305786) | > loss_0: 2.470147132873535 (2.4373540694896993) | > loss_gen: 2.1485419273376465 (2.020039338331956) | > loss_kl: 3.1894218921661377 (3.3174411883720984) | > loss_feat: 9.105896949768066 (6.543022815997784) | > loss_mel: 18.166486740112305 (17.41975241440993) | > loss_duration: 2.2835466861724854 (2.3594585015223575) | > loss_1: 34.89389419555664 (31.659714478712814)  --> STEP: 14 | > loss_disc: 2.6093356609344482 (2.44963846887861) | > loss_disc_real_0: 0.09370742738246918 (0.10901918900864464) | > loss_disc_real_1: 0.16069023311138153 (0.16538321918674878) | > loss_disc_real_2: 0.20385198295116425 (0.19732256286910602) | > loss_disc_real_3: 0.21429923176765442 (0.2185591757297516) | > loss_disc_real_4: 0.2731586694717407 (0.20803441852331161) | > loss_disc_real_5: 0.20978021621704102 (0.20091725247246878) | > loss_0: 2.6093356609344482 (2.44963846887861) | > loss_gen: 1.8228654861450195 (2.0059554917471747) | > loss_kl: 3.955853223800659 (3.363042048045567) | > loss_feat: 6.506522178649902 (6.5404156276157925) | > loss_mel: 17.548688888549805 (17.42896216256278) | > loss_duration: 2.429293155670166 (2.364446691104344) | > loss_1: 32.26322555541992 (31.70282241276332)  --> STEP: 15 | > loss_disc: 2.5469436645507812 (2.4561254819234213) | > loss_disc_real_0: 0.11562333256006241 (0.10945946524540583) | > loss_disc_real_1: 0.23275040090084076 (0.1698743646343549) | > loss_disc_real_2: 0.2002735137939453 (0.19751929293076198) | > loss_disc_real_3: 0.2732013761997223 (0.2222019890944163) | > loss_disc_real_4: 0.19384530186653137 (0.2070884774128596) | > loss_disc_real_5: 0.24997179210186005 (0.2041875551144282) | > loss_0: 2.5469436645507812 (2.4561254819234213) | > loss_gen: 2.182785987854004 (2.01774419148763) | > loss_kl: 3.5934436321258545 (3.3784021536509194) | > loss_feat: 5.585233688354492 (6.476736831665039) | > loss_mel: 17.702682495117188 (17.447210184733073) | > loss_duration: 2.361489772796631 (2.364249563217163) | > loss_1: 31.425634384155273 (31.68434321085612)  --> STEP: 16 | > loss_disc: 2.4945473670959473 (2.458526849746704) | > loss_disc_real_0: 0.13045085966587067 (0.11077142739668489) | > loss_disc_real_1: 0.18569591641426086 (0.17086321162059903) | > loss_disc_real_2: 0.20409046113491058 (0.19792999094352126) | > loss_disc_real_3: 0.2440856248140335 (0.22356971632689238) | > loss_disc_real_4: 0.18891972303390503 (0.20595293026417494) | > loss_disc_real_5: 0.11348588764667511 (0.19851870089769363) | > loss_0: 2.4945473670959473 (2.458526849746704) | > loss_gen: 1.9414465427398682 (2.012975588440895) | > loss_kl: 2.7417662143707275 (3.3386124074459076) | > loss_feat: 5.955754280090332 (6.44417542219162) | > loss_mel: 15.195452690124512 (17.306475341320038) | > loss_duration: 2.3855650424957275 (2.3655817806720734) | > loss_1: 28.21998405456543 (31.46782076358795)  --> STEP: 17 | > loss_disc: 2.6668944358825684 (2.4707837665782257) | > loss_disc_real_0: 0.11507084220647812 (0.11102433415020213) | > loss_disc_real_1: 0.23375923931598663 (0.17456297795562184) | > loss_disc_real_2: 0.24454963207244873 (0.20067232277463465) | > loss_disc_real_3: 0.2725299298763275 (0.22644972888862386) | > loss_disc_real_4: 0.2727391719818115 (0.20988153271815357) | > loss_disc_real_5: 0.3668676018714905 (0.20842157742556403) | > loss_0: 2.6668944358825684 (2.4707837665782257) | > loss_gen: 2.3048770427703857 (2.030146262224983) | > loss_kl: 2.6893374919891357 (3.300419765360215) | > loss_feat: 6.427064418792725 (6.44316889257992) | > loss_mel: 16.913166046142578 (17.283339500427246) | > loss_duration: 2.473209857940674 (2.3719128440408146) | > loss_1: 30.807653427124023 (31.42898739085478)  --> STEP: 18 | > loss_disc: 2.4219748973846436 (2.4680721627341375) | > loss_disc_real_0: 0.10594800859689713 (0.11074231606390741) | > loss_disc_real_1: 0.17332549393177032 (0.17449422884318563) | > loss_disc_real_2: 0.14869341254234314 (0.19778460553950733) | > loss_disc_real_3: 0.20545415580272675 (0.22528330816162956) | > loss_disc_real_4: 0.2418941706418991 (0.2116600126028061) | > loss_disc_real_5: 0.3615809679031372 (0.21693043245209587) | > loss_0: 2.4219748973846436 (2.4680721627341375) | > loss_gen: 2.4900708198547363 (2.055697626537747) | > loss_kl: 3.06646990776062 (3.2874225510491266) | > loss_feat: 8.6591157913208 (6.56627705362108) | > loss_mel: 17.091796875 (17.272698243459065) | > loss_duration: 2.263697624206543 (2.365900887383355) | > loss_1: 33.57115173339844 (31.547996520996094)  --> STEP: 19 | > loss_disc: 2.615408182144165 (2.4758266900715076) | > loss_disc_real_0: 0.15430958569049835 (0.11303533025478062) | > loss_disc_real_1: 0.20795822143554688 (0.17625549161120466) | > loss_disc_real_2: 0.23369935154914856 (0.19967485532948845) | > loss_disc_real_3: 0.23387598991394043 (0.22573555456964592) | > loss_disc_real_4: 0.2652011513710022 (0.2144779672748164) | > loss_disc_real_5: 0.20155452191829681 (0.21612117400294856) | > loss_0: 2.615408182144165 (2.4758266900715076) | > loss_gen: 2.0852954387664795 (2.057255406128733) | > loss_kl: 1.9911994934082031 (3.2192002848574988) | > loss_feat: 6.426241397857666 (6.558906755949321) | > loss_mel: 17.863988876342773 (17.303818803084525) | > loss_duration: 2.369056224822998 (2.3660669577749154) | > loss_1: 30.735780715942383 (31.505248320730107)  --> STEP: 20 | > loss_disc: 2.3010361194610596 (2.4670871615409853) | > loss_disc_real_0: 0.15549534559249878 (0.11515833102166653) | > loss_disc_real_1: 0.12835319340229034 (0.17386037670075893) | > loss_disc_real_2: 0.1711520254611969 (0.19824871383607387) | > loss_disc_real_3: 0.1962198168039322 (0.22425976768136024) | > loss_disc_real_4: 0.18838897347450256 (0.21317351758480071) | > loss_disc_real_5: 0.228520005941391 (0.2167411155998707) | > loss_0: 2.3010361194610596 (2.4670871615409853) | > loss_gen: 2.149609088897705 (2.0618730902671816) | > loss_kl: 2.2066850662231445 (3.168574523925781) | > loss_feat: 7.524504661560059 (6.607186651229858) | > loss_mel: 18.616727828979492 (17.369464254379274) | > loss_duration: 2.294438123703003 (2.3624855160713194) | > loss_1: 32.79196548461914 (31.56958417892456)  --> STEP: 21 | > loss_disc: 2.429823875427246 (2.4653127193450928) | > loss_disc_real_0: 0.067489393055439 (0.11288838159470331) | > loss_disc_real_1: 0.19363930821418762 (0.17480223058235078) | > loss_disc_real_2: 0.21516594290733337 (0.19905429617280052) | > loss_disc_real_3: 0.20834816992282867 (0.2235020725500016) | > loss_disc_real_4: 0.2228456437587738 (0.2136340950216566) | > loss_disc_real_5: 0.14564165472984314 (0.21335542698701224) | > loss_0: 2.429823875427246 (2.4653127193450928) | > loss_gen: 1.8818806409835815 (2.0533020212536766) | > loss_kl: 2.2127432823181152 (3.1230587505158924) | > loss_feat: 5.430192947387695 (6.551139331999279) | > loss_mel: 17.620580673217773 (17.381422179085867) | > loss_duration: 2.1819348335266113 (2.3538878645215715) | > loss_1: 29.32733154296875 (31.462810243879044)  --> STEP: 22 | > loss_disc: 2.455824851989746 (2.4648814526471226) | > loss_disc_real_0: 0.11344966292381287 (0.1129138943823901) | > loss_disc_real_1: 0.14541098475456238 (0.17346626486290584) | > loss_disc_real_2: 0.18257683515548706 (0.19830532067201354) | > loss_disc_real_3: 0.2093021124601364 (0.2228566198186441) | > loss_disc_real_4: 0.21677044034004211 (0.21377665617249228) | > loss_disc_real_5: 0.2529554069042206 (0.21515542607415805) | > loss_0: 2.455824851989746 (2.4648814526471226) | > loss_gen: 2.1351704597473145 (2.0570233139124783) | > loss_kl: 2.4666643142700195 (3.093222639777444) | > loss_feat: 7.418458938598633 (6.590562950481068) | > loss_mel: 17.402732849121094 (17.38239084590565) | > loss_duration: 2.1730051040649414 (2.345665920864452) | > loss_1: 31.596031188964844 (31.468865741382945)  --> STEP: 23 | > loss_disc: 2.4274134635925293 (2.463252409644749) | > loss_disc_real_0: 0.09456701576709747 (0.11211620400781216) | > loss_disc_real_1: 0.1481322944164276 (0.17236478788697202) | > loss_disc_real_2: 0.1885652095079422 (0.1978818375779235) | > loss_disc_real_3: 0.20265741646289825 (0.22197839358578558) | > loss_disc_real_4: 0.22468729317188263 (0.21425103169420492) | > loss_disc_real_5: 0.2243504673242569 (0.21555521047633627) | > loss_0: 2.4274134635925293 (2.463252409644749) | > loss_gen: 1.9944876432418823 (2.054304371709409) | > loss_kl: 2.632974147796631 (3.073211835778278) | > loss_feat: 7.39485502243042 (6.625532171000605) | > loss_mel: 18.331857681274414 (17.423672012660813) | > loss_duration: 2.2699897289276123 (2.3423756516498067) | > loss_1: 32.62416458129883 (31.519096125727113)  --> STEP: 24 | > loss_disc: 2.327369451522827 (2.457590619723002) | > loss_disc_real_0: 0.18944859504699707 (0.1153383869677782) | > loss_disc_real_1: 0.14443179965019226 (0.1712009133771062) | > loss_disc_real_2: 0.15342694520950317 (0.19602955039590597) | > loss_disc_real_3: 0.19670939445495605 (0.22092551862200102) | > loss_disc_real_4: 0.201785147190094 (0.21373161983986697) | > loss_disc_real_5: 0.1844710409641266 (0.21426003674666086) | > loss_0: 2.327369451522827 (2.457590619723002) | > loss_gen: 2.1348233222961426 (2.0576593279838566) | > loss_kl: 2.5359504222869873 (3.0508259435494742) | > loss_feat: 5.783961296081543 (6.590466717878978) | > loss_mel: 18.06160545349121 (17.450252572695412) | > loss_duration: 2.424854040145874 (2.3458122511704764) | > loss_1: 30.941194534301758 (31.495016892751057)  --> STEP: 25 | > loss_disc: 2.629037380218506 (2.4644484901428223) | > loss_disc_real_0: 0.2079917937517166 (0.11904452323913574) | > loss_disc_real_1: 0.19942624866962433 (0.1723299267888069) | > loss_disc_real_2: 0.2035357654094696 (0.1963297989964485) | > loss_disc_real_3: 0.20909540355205536 (0.22045231401920318) | > loss_disc_real_4: 0.2238878756761551 (0.21413787007331847) | > loss_disc_real_5: 0.18098998069763184 (0.2129292345046997) | > loss_0: 2.629037380218506 (2.4644484901428223) | > loss_gen: 2.059169054031372 (2.0577197170257575) | > loss_kl: 2.914799213409424 (3.0453848743438723) | > loss_feat: 7.669829368591309 (6.633641223907471) | > loss_mel: 14.454280853271484 (17.330413703918456) | > loss_duration: 2.4245572090148926 (2.348962049484253) | > loss_1: 29.52263641357422 (31.416121673583984)  --> STEP: 26 | > loss_disc: 2.285890579223633 (2.457580878184392) | > loss_disc_real_0: 0.21361546218395233 (0.12268186704470561) | > loss_disc_real_1: 0.09371022880077362 (0.16930609225080565) | > loss_disc_real_2: 0.17159481346607208 (0.19537845339912635) | > loss_disc_real_3: 0.23178112506866455 (0.22088803752110556) | > loss_disc_real_4: 0.1337289810180664 (0.21104522049427032) | > loss_disc_real_5: 0.1360892951488495 (0.2099738522217824) | > loss_0: 2.285890579223633 (2.457580878184392) | > loss_gen: 2.2418291568756104 (2.064800849327675) | > loss_kl: 2.133819818496704 (3.0103246798882117) | > loss_feat: 7.966385841369629 (6.6849006322713995) | > loss_mel: 17.854312896728516 (17.35056367287269) | > loss_duration: 2.3126144409179688 (2.347564064539396) | > loss_1: 32.50896072387695 (31.4581539447491) --> EVAL PERFORMANCE | > avg_loader_time: 0.002307506707998423 (-0.0002608666053185091) | > avg_loss_disc: 2.457580878184392 (+0.10406985649695688) | > avg_loss_disc_real_0: 0.12268186704470561 (-0.014832834354960009) | > avg_loss_disc_real_1: 0.16930609225080565 (+0.02985360473394391) | > avg_loss_disc_real_2: 0.19537845339912635 (-0.03595172155361909) | > avg_loss_disc_real_3: 0.22088803752110556 (-0.01014829140443066) | > avg_loss_disc_real_4: 0.21104522049427032 (-0.031152207117814273) | > avg_loss_disc_real_5: 0.2099738522217824 (-0.009310730947898) | > avg_loss_0: 2.457580878184392 (+0.10406985649695688) | > avg_loss_gen: 2.064800849327675 (-0.2809730951602636) | > avg_loss_kl: 3.0103246798882117 (-0.12187732183016253) | > avg_loss_feat: 6.6849006322713995 (-0.6522414317497844) | > avg_loss_mel: 17.35056367287269 (-0.3295327333303568) | > avg_loss_duration: 2.347564064539396 (-0.01914510360130839) | > avg_loss_1: 31.4581539447491 (-1.4037697131817168)  > EPOCH: 766/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:06:15)   --> TIME: 2024-06-12 01:06:23 -- STEP: 19/330 -- GLOBAL_STEP: 340800 | > loss_disc: 2.287036418914795 (2.3027320535559404) | > loss_disc_real_0: 0.1428537219762802 (0.11014369365416075) | > loss_disc_real_1: 0.17509281635284424 (0.19657066464424133) | > loss_disc_real_2: 0.19298973679542542 (0.205892529926802) | > loss_disc_real_3: 0.20001257956027985 (0.22209027252699198) | > loss_disc_real_4: 0.2171873301267624 (0.22219732874318174) | > loss_disc_real_5: 0.25101250410079956 (0.21700745664144816) | > loss_0: 2.287036418914795 (2.3027320535559404) | > grad_norm_0: tensor(14.0131, device='cuda:0') (tensor(9.2584, device='cuda:0')) | > loss_gen: 2.529869794845581 (2.504411069970382) | > loss_kl: 1.8956778049468994 (1.9209601126219098) | > loss_feat: 7.2177252769470215 (6.926947317625347) | > loss_mel: 16.79509735107422 (17.61894908704256) | > loss_duration: 1.9576548337936401 (2.0544432464398836) | > loss_1: 30.396024703979492 (31.025710658023232) | > grad_norm_1: tensor(151.3047, device='cuda:0') (tensor(128.6438, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.3602 (0.3667122062883879) | > loader_time: 0.003 (0.003152960225155479)  --> TIME: 2024-06-12 01:06:32 -- STEP: 44/330 -- GLOBAL_STEP: 340825 | > loss_disc: 2.358215570449829 (2.3315645835616365) | > loss_disc_real_0: 0.10735099762678146 (0.10780972851948305) | > loss_disc_real_1: 0.1960863471031189 (0.19390991601076993) | > loss_disc_real_2: 0.21337610483169556 (0.20673410221934319) | > loss_disc_real_3: 0.23271575570106506 (0.2291907420889898) | > loss_disc_real_4: 0.22025370597839355 (0.23023305562409488) | > loss_disc_real_5: 0.20498426258563995 (0.21816244484348732) | > loss_0: 2.358215570449829 (2.3315645835616365) | > grad_norm_0: tensor(17.7052, device='cuda:0') (tensor(8.9370, device='cuda:0')) | > loss_gen: 2.489764451980591 (2.4937807321548466) | > loss_kl: 1.718739628791809 (1.9413126734170048) | > loss_feat: 7.337657451629639 (7.049843300472606) | > loss_mel: 17.67397689819336 (17.417562636462126) | > loss_duration: 1.9208803176879883 (2.006457835435868) | > loss_1: 31.14101791381836 (30.908957307988945) | > grad_norm_1: tensor(71.6340, device='cuda:0') (tensor(107.3188, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.3636 (0.3660630150274797) | > loader_time: 0.0038 (0.003315383737737482)  --> TIME: 2024-06-12 01:06:42 -- STEP: 69/330 -- GLOBAL_STEP: 340850 | > loss_disc: 2.4405717849731445 (2.336292916449947) | > loss_disc_real_0: 0.11180080473423004 (0.10756826983845752) | > loss_disc_real_1: 0.17583537101745605 (0.19389204551344333) | > loss_disc_real_2: 0.19549433887004852 (0.20747401640898938) | > loss_disc_real_3: 0.23757153749465942 (0.22747554036154263) | > loss_disc_real_4: 0.2563464939594269 (0.23162217848542807) | > loss_disc_real_5: 0.2471340149641037 (0.22052440846311874) | > loss_0: 2.4405717849731445 (2.336292916449947) | > grad_norm_0: tensor(11.2632, device='cuda:0') (tensor(9.0498, device='cuda:0')) | > loss_gen: 2.3649215698242188 (2.4858670545660932) | > loss_kl: 1.9143861532211304 (1.9569348390551582) | > loss_feat: 6.57106876373291 (7.028636213661968) | > loss_mel: 17.12038803100586 (17.378042234890707) | > loss_duration: 1.9352672100067139 (1.994451128918192) | > loss_1: 29.906030654907227 (30.84393164040386) | > grad_norm_1: tensor(89.8390, device='cuda:0') (tensor(99.1164, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.3723 (0.36667538725811505) | > loader_time: 0.0038 (0.0034078411434007726)  --> TIME: 2024-06-12 01:06:51 -- STEP: 94/330 -- GLOBAL_STEP: 340875 | > loss_disc: 2.2711586952209473 (2.341341721250655) | > loss_disc_real_0: 0.09437577426433563 (0.10881398475550591) | > loss_disc_real_1: 0.1823255568742752 (0.1946621931930805) | > loss_disc_real_2: 0.16821295022964478 (0.20750379229479643) | > loss_disc_real_3: 0.2007625848054886 (0.22807779416758964) | > loss_disc_real_4: 0.2048031985759735 (0.23149808306009212) | > loss_disc_real_5: 0.18752186000347137 (0.22175402083295456) | > loss_0: 2.2711586952209473 (2.341341721250655) | > grad_norm_0: tensor(4.1361, device='cuda:0') (tensor(8.4709, device='cuda:0')) | > loss_gen: 2.528010606765747 (2.479611011261636) | > loss_kl: 2.1061315536499023 (1.96948940576391) | > loss_feat: 7.850462913513184 (6.9686912830839765) | > loss_mel: 17.966325759887695 (17.319233823329853) | > loss_duration: 2.001246690750122 (1.9904872965305414) | > loss_1: 32.452178955078125 (30.727513008929314) | > grad_norm_1: tensor(57.2041, device='cuda:0') (tensor(94.4254, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.3688 (0.3687013159406946) | > loader_time: 0.004 (0.0035390422699299266)  --> TIME: 2024-06-12 01:07:01 -- STEP: 119/330 -- GLOBAL_STEP: 340900 | > loss_disc: 2.3779678344726562 (2.34899901542343) | > loss_disc_real_0: 0.12024915218353271 (0.11010966512585889) | > loss_disc_real_1: 0.20647692680358887 (0.19541115470293183) | > loss_disc_real_2: 0.2661299705505371 (0.2086222717741958) | > loss_disc_real_3: 0.25884154438972473 (0.22964231669902802) | > loss_disc_real_4: 0.2558736205101013 (0.23179826841634862) | > loss_disc_real_5: 0.2531372904777527 (0.2229447317223589) | > loss_0: 2.3779678344726562 (2.34899901542343) | > grad_norm_0: tensor(6.1515, device='cuda:0') (tensor(9.0008, device='cuda:0')) | > loss_gen: 2.651546001434326 (2.4810899225603635) | > loss_kl: 1.9891207218170166 (1.983803899348283) | > loss_feat: 6.772294998168945 (6.980176981757669) | > loss_mel: 17.07798957824707 (17.322404853436126) | > loss_duration: 1.9794867038726807 (1.9916714289609125) | > loss_1: 30.47043800354004 (30.759147115114356) | > grad_norm_1: tensor(89.1054, device='cuda:0') (tensor(104.8115, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.5978 (0.3717420481834091) | > loader_time: 0.0052 (0.0036591061023103087)  --> TIME: 2024-06-12 01:07:11 -- STEP: 144/330 -- GLOBAL_STEP: 340925 | > loss_disc: 2.3745436668395996 (2.3538033747010756) | > loss_disc_real_0: 0.12056564539670944 (0.11201505947651134) | > loss_disc_real_1: 0.18144512176513672 (0.19617978400654257) | > loss_disc_real_2: 0.21208606660366058 (0.2098101938350333) | > loss_disc_real_3: 0.2263755202293396 (0.22928260018428168) | > loss_disc_real_4: 0.25018295645713806 (0.23103071107632583) | > loss_disc_real_5: 0.2183828502893448 (0.22259081651767096) | > loss_0: 2.3745436668395996 (2.3538033747010756) | > grad_norm_0: tensor(19.7903, device='cuda:0') (tensor(9.3774, device='cuda:0')) | > loss_gen: 2.51067852973938 (2.475996457868152) | > loss_kl: 2.086717128753662 (1.994195626841651) | > loss_feat: 7.381149768829346 (6.986049188507928) | > loss_mel: 17.731773376464844 (17.31691885656781) | > loss_duration: 1.996345043182373 (1.9969756570127275) | > loss_1: 31.7066650390625 (30.770135826534695) | > grad_norm_1: tensor(265.5673, device='cuda:0') (tensor(110.0012, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.3937 (0.3732449793153339) | > loader_time: 0.0037 (0.0037781447172164917)  --> TIME: 2024-06-12 01:07:21 -- STEP: 169/330 -- GLOBAL_STEP: 340950 | > loss_disc: 2.3388497829437256 (2.355518798150959) | > loss_disc_real_0: 0.11227476596832275 (0.11355153387467537) | > loss_disc_real_1: 0.196941539645195 (0.19632803873550247) | > loss_disc_real_2: 0.20716524124145508 (0.20943777783382575) | > loss_disc_real_3: 0.24304711818695068 (0.22947376340451325) | > loss_disc_real_4: 0.23478446900844574 (0.23192127613273597) | > loss_disc_real_5: 0.23332460224628448 (0.2232127015936304) | > loss_0: 2.3388497829437256 (2.355518798150959) | > grad_norm_0: tensor(35.0523, device='cuda:0') (tensor(10.7704, device='cuda:0')) | > loss_gen: 2.5072851181030273 (2.4754993421791562) | > loss_kl: 1.9065065383911133 (1.998466020505104) | > loss_feat: 7.294972896575928 (6.973314313493537) | > loss_mel: 17.2609920501709 (17.30604175703061) | > loss_duration: 2.045975685119629 (2.002023213008451) | > loss_1: 31.015731811523438 (30.75534462787696) | > grad_norm_1: tensor(399.0093, device='cuda:0') (tensor(127.8805, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.3923 (0.37584452234076327) | > loader_time: 0.0047 (0.003922198651104989)  --> TIME: 2024-06-12 01:07:31 -- STEP: 194/330 -- GLOBAL_STEP: 340975 | > loss_disc: 2.386338710784912 (2.3555611150780904) | > loss_disc_real_0: 0.11167094856500626 (0.11483596276837527) | > loss_disc_real_1: 0.21842823922634125 (0.19631813143946453) | > loss_disc_real_2: 0.2593761384487152 (0.20990129014880388) | > loss_disc_real_3: 0.26507747173309326 (0.22934190360541196) | > loss_disc_real_4: 0.2500756084918976 (0.231481959601653) | > loss_disc_real_5: 0.22050149738788605 (0.2222366554989028) | > loss_0: 2.386338710784912 (2.3555611150780904) | > grad_norm_0: tensor(17.0348, device='cuda:0') (tensor(12.5589, device='cuda:0')) | > loss_gen: 2.4016366004943848 (2.479498842327865) | > loss_kl: 2.019369125366211 (2.003724144291632) | > loss_feat: 6.437424659729004 (6.986296442366138) | > loss_mel: 17.113826751708984 (17.278653798644076) | > loss_duration: 2.0349838733673096 (2.00975439720547) | > loss_1: 30.00724220275879 (30.75792760947316) | > grad_norm_1: tensor(291.7499, device='cuda:0') (tensor(152.5154, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.403 (0.3786219419892301) | > loader_time: 0.0049 (0.004008095289014047)  --> TIME: 2024-06-12 01:07:41 -- STEP: 219/330 -- GLOBAL_STEP: 341000 | > loss_disc: 2.374717950820923 (2.356356381281325) | > loss_disc_real_0: 0.17844656109809875 (0.11661988534203403) | > loss_disc_real_1: 0.1840435117483139 (0.19607792542949654) | > loss_disc_real_2: 0.19924204051494598 (0.20999740656108073) | > loss_disc_real_3: 0.2516321539878845 (0.229183102035087) | > loss_disc_real_4: 0.24340258538722992 (0.23114543241452953) | > loss_disc_real_5: 0.2774232029914856 (0.22186857155741077) | > loss_0: 2.374717950820923 (2.356356381281325) | > grad_norm_0: tensor(40.0981, device='cuda:0') (tensor(14.7479, device='cuda:0')) | > loss_gen: 2.5276081562042236 (2.4813149149559406) | > loss_kl: 2.2523562908172607 (2.0111580145413472) | > loss_feat: 7.626590728759766 (6.994818465350425) | > loss_mel: 18.02267837524414 (17.24949102967841) | > loss_duration: 2.0722708702087402 (2.017917591687207) | > loss_1: 32.50150680541992 (30.754700003149303) | > grad_norm_1: tensor(353.5632, device='cuda:0') (tensor(178.3997, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.4054 (0.38106351247116854) | > loader_time: 0.0046 (0.004118861673085108) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_341000.pth  --> TIME: 2024-06-12 01:07:57 -- STEP: 244/330 -- GLOBAL_STEP: 341025 | > loss_disc: 2.285644054412842 (2.3583934991086113) | > loss_disc_real_0: 0.10881848633289337 (0.11766341551527625) | > loss_disc_real_1: 0.17854855954647064 (0.19656267731648971) | > loss_disc_real_2: 0.21439093351364136 (0.21017312765365742) | > loss_disc_real_3: 0.226096972823143 (0.22910426960128252) | > loss_disc_real_4: 0.21041561663150787 (0.23117684163763874) | > loss_disc_real_5: 0.20156262814998627 (0.22158791955377236) | > loss_0: 2.285644054412842 (2.3583934991086113) | > grad_norm_0: tensor(41.8757, device='cuda:0') (tensor(16.6706, device='cuda:0')) | > loss_gen: 2.4075980186462402 (2.4825288917197557) | > loss_kl: 2.009387254714966 (2.0126380426961874) | > loss_feat: 6.790722846984863 (6.999356469169992) | > loss_mel: 16.63323974609375 (17.217818271918365) | > loss_duration: 2.0581157207489014 (2.0267953462288038) | > loss_1: 29.899063110351562 (30.739137000724917) | > grad_norm_1: tensor(463.1472, device='cuda:0') (tensor(203.8601, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.4221 (0.38554268293693417) | > loader_time: 0.0057 (0.004316918185499843)  --> TIME: 2024-06-12 01:08:08 -- STEP: 269/330 -- GLOBAL_STEP: 341050 | > loss_disc: 2.2809085845947266 (2.3598452252526263) | > loss_disc_real_0: 0.1417645812034607 (0.11840045119750013) | > loss_disc_real_1: 0.21589063107967377 (0.19674450447125058) | > loss_disc_real_2: 0.1627112776041031 (0.20996936197396104) | > loss_disc_real_3: 0.20841515064239502 (0.22923466374882975) | > loss_disc_real_4: 0.2397068291902542 (0.23107585083817903) | > loss_disc_real_5: 0.20562906563282013 (0.22183727774921402) | > loss_0: 2.2809085845947266 (2.3598452252526263) | > grad_norm_0: tensor(16.1805, device='cuda:0') (tensor(17.6112, device='cuda:0')) | > loss_gen: 2.568516731262207 (2.481126004435316) | > loss_kl: 2.2540485858917236 (2.020970537760002) | > loss_feat: 7.590747356414795 (7.008491884820081) | > loss_mel: 16.218032836914062 (17.180849383754794) | > loss_duration: 2.1316299438476562 (2.0355603101085107) | > loss_1: 30.76297378540039 (30.726998105811365) | > grad_norm_1: tensor(406.9978, device='cuda:0') (tensor(218.0255, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.4387 (0.38947001354401883) | > loader_time: 0.0058 (0.004443225364259624)  --> TIME: 2024-06-12 01:08:20 -- STEP: 294/330 -- GLOBAL_STEP: 341075 | > loss_disc: 2.297140121459961 (2.3615271607223822) | > loss_disc_real_0: 0.12558592855930328 (0.1193001450476598) | > loss_disc_real_1: 0.18909716606140137 (0.19702882334894065) | > loss_disc_real_2: 0.21333706378936768 (0.21015812821534213) | > loss_disc_real_3: 0.23757612705230713 (0.22930341142983662) | > loss_disc_real_4: 0.2460603564977646 (0.23126559172357827) | > loss_disc_real_5: 0.21019694209098816 (0.22178868701060614) | > loss_0: 2.297140121459961 (2.3615271607223822) | > grad_norm_0: tensor(50.4949, device='cuda:0') (tensor(18.9179, device='cuda:0')) | > loss_gen: 2.651759624481201 (2.479756262026676) | > loss_kl: 2.23191499710083 (2.022504913158157) | > loss_feat: 7.33054256439209 (7.008055354462189) | > loss_mel: 17.68006706237793 (17.12220939000447) | > loss_duration: 2.189164638519287 (2.0455775374457947) | > loss_1: 32.08345031738281 (30.67810345344803) | > grad_norm_1: tensor(532.0163, device='cuda:0') (tensor(232.2283, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.454 (0.39447096172644175) | > loader_time: 0.007 (0.004620763720298297)  --> TIME: 2024-06-12 01:08:33 -- STEP: 319/330 -- GLOBAL_STEP: 341100 | > loss_disc: 2.445084571838379 (2.3662736684924757) | > loss_disc_real_0: 0.12495004385709763 (0.12057802520201874) | > loss_disc_real_1: 0.20056550204753876 (0.19760100501458097) | > loss_disc_real_2: 0.21313907206058502 (0.21041053089789083) | > loss_disc_real_3: 0.23399844765663147 (0.22960263079610363) | > loss_disc_real_4: 0.22900061309337616 (0.23148926896361344) | > loss_disc_real_5: 0.18985645473003387 (0.22214381037087277) | > loss_0: 2.445084571838379 (2.3662736684924757) | > grad_norm_0: tensor(12.9842, device='cuda:0') (tensor(20.5262, device='cuda:0')) | > loss_gen: 2.489107847213745 (2.477823440557736) | > loss_kl: 1.95866858959198 (2.0270886600578097) | > loss_feat: 7.875194072723389 (7.0271888556525255) | > loss_mel: 16.88047981262207 (17.091332082838097) | > loss_duration: 2.2410836219787598 (2.059670647857331) | > loss_1: 31.44453239440918 (30.683103680984352) | > grad_norm_1: tensor(76.2639, device='cuda:0') (tensor(249.7245, device='cuda:0')) | > current_lr_0: 0.00018173714441579354 | > current_lr_1: 0.00018173714441579354 | > step_time: 0.5686 (0.40363467673896625) | > loader_time: 0.0086 (0.00483213397776445)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7137739658355713 (2.7137739658355713) | > loss_disc_real_0: 0.21271413564682007 (0.21271413564682007) | > loss_disc_real_1: 0.1978331208229065 (0.1978331208229065) | > loss_disc_real_2: 0.1970420926809311 (0.1970420926809311) | > loss_disc_real_3: 0.30421504378318787 (0.30421504378318787) | > loss_disc_real_4: 0.2899903655052185 (0.2899903655052185) | > loss_disc_real_5: 0.2646673917770386 (0.2646673917770386) | > loss_0: 2.7137739658355713 (2.7137739658355713) | > loss_gen: 2.108238697052002 (2.108238697052002) | > loss_kl: 3.461958408355713 (3.461958408355713) | > loss_feat: 5.010589599609375 (5.010589599609375) | > loss_mel: 13.789432525634766 (13.789432525634766) | > loss_duration: 3.0169448852539062 (3.0169448852539062) | > loss_1: 27.387163162231445 (27.387163162231445)  --> STEP: 1 | > loss_disc: 2.095724582672119 (2.095724582672119) | > loss_disc_real_0: 0.08254550397396088 (0.08254550397396088) | > loss_disc_real_1: 0.13616102933883667 (0.13616102933883667) | > loss_disc_real_2: 0.16799259185791016 (0.16799259185791016) | > loss_disc_real_3: 0.21877510845661163 (0.21877510845661163) | > loss_disc_real_4: 0.1758325845003128 (0.1758325845003128) | > loss_disc_real_5: 0.20493565499782562 (0.20493565499782562) | > loss_0: 2.095724582672119 (2.095724582672119) | > loss_gen: 2.4087493419647217 (2.4087493419647217) | > loss_kl: 3.4024434089660645 (3.4024434089660645) | > loss_feat: 7.872770309448242 (7.872770309448242) | > loss_mel: 18.736417770385742 (18.736417770385742) | > loss_duration: 2.4433236122131348 (2.4433236122131348) | > loss_1: 34.863704681396484 (34.863704681396484)  --> STEP: 2 | > loss_disc: 2.303131103515625 (2.199427843093872) | > loss_disc_real_0: 0.14337290823459625 (0.11295920610427856) | > loss_disc_real_1: 0.14979802072048187 (0.14297952502965927) | > loss_disc_real_2: 0.1748621016740799 (0.17142734676599503) | > loss_disc_real_3: 0.3347488045692444 (0.276761956512928) | > loss_disc_real_4: 0.24068471789360046 (0.20825865119695663) | > loss_disc_real_5: 0.2666555643081665 (0.23579560965299606) | > loss_0: 2.303131103515625 (2.199427843093872) | > loss_gen: 2.7479002475738525 (2.578324794769287) | > loss_kl: 3.744750499725342 (3.573596954345703) | > loss_feat: 7.271644115447998 (7.57220721244812) | > loss_mel: 19.684062957763672 (19.210240364074707) | > loss_duration: 2.5365757942199707 (2.4899497032165527) | > loss_1: 35.98493576049805 (35.424320220947266)  --> STEP: 3 | > loss_disc: 2.341423749923706 (2.24675981203715) | > loss_disc_real_0: 0.13500741124153137 (0.12030860781669617) | > loss_disc_real_1: 0.21247856318950653 (0.16614587108294168) | > loss_disc_real_2: 0.13739347457885742 (0.16008272270361582) | > loss_disc_real_3: 0.24122750759124756 (0.2649171402057012) | > loss_disc_real_4: 0.229841411113739 (0.21545290450255075) | > loss_disc_real_5: 0.18736235797405243 (0.21965119242668152) | > loss_0: 2.341423749923706 (2.24675981203715) | > loss_gen: 2.2155332565307617 (2.457394282023112) | > loss_kl: 3.7484853267669678 (3.6318930784861245) | > loss_feat: 7.073643207550049 (7.40601921081543) | > loss_mel: 15.543593406677246 (17.988024711608887) | > loss_duration: 2.3589510917663574 (2.446283499399821) | > loss_1: 30.940208435058594 (33.92961629231771)  --> STEP: 4 | > loss_disc: 2.6308040618896484 (2.3427708745002747) | > loss_disc_real_0: 0.15178394317626953 (0.1281774416565895) | > loss_disc_real_1: 0.1571189910173416 (0.16388915106654167) | > loss_disc_real_2: 0.16604697704315186 (0.16157378628849983) | > loss_disc_real_3: 0.23969393968582153 (0.2586113400757313) | > loss_disc_real_4: 0.17395935952663422 (0.20507951825857162) | > loss_disc_real_5: 0.21199153363704681 (0.21773627772927284) | > loss_0: 2.6308040618896484 (2.3427708745002747) | > loss_gen: 1.956272006034851 (2.3321137130260468) | > loss_kl: 3.4412410259246826 (3.584230065345764) | > loss_feat: 6.636012554168701 (7.213517546653748) | > loss_mel: 17.183568954467773 (17.78691077232361) | > loss_duration: 2.431769847869873 (2.442655086517334) | > loss_1: 31.64886474609375 (33.35942840576172)  --> STEP: 5 | > loss_disc: 2.4079456329345703 (2.355805826187134) | > loss_disc_real_0: 0.1651138812303543 (0.13556472957134247) | > loss_disc_real_1: 0.19084860384464264 (0.16928104162216187) | > loss_disc_real_2: 0.2545924484729767 (0.1801775187253952) | > loss_disc_real_3: 0.309490442276001 (0.2687871605157852) | > loss_disc_real_4: 0.2538393437862396 (0.21483148336410524) | > loss_disc_real_5: 0.2266613245010376 (0.21952128708362578) | > loss_0: 2.4079456329345703 (2.355805826187134) | > loss_gen: 2.5477161407470703 (2.3752341985702516) | > loss_kl: 2.4685757160186768 (3.361099195480347) | > loss_feat: 6.631103992462158 (7.09703483581543) | > loss_mel: 18.710346221923828 (17.97159786224365) | > loss_duration: 2.364759683609009 (2.427076005935669) | > loss_1: 32.722503662109375 (33.23204345703125)  --> STEP: 6 | > loss_disc: 2.5091419219970703 (2.3813618421554565) | > loss_disc_real_0: 0.17536064982414246 (0.14219738294680914) | > loss_disc_real_1: 0.24237306416034698 (0.18146304537852606) | > loss_disc_real_2: 0.24436578154563904 (0.19087556252876917) | > loss_disc_real_3: 0.28778165578842163 (0.27195290972789127) | > loss_disc_real_4: 0.19362816214561462 (0.21129759649435678) | > loss_disc_real_5: 0.2607017755508423 (0.22638470182816187) | > loss_0: 2.5091419219970703 (2.3813618421554565) | > loss_gen: 2.356407880783081 (2.3720964789390564) | > loss_kl: 2.2825701236724854 (3.1813443501790366) | > loss_feat: 5.593735694885254 (6.846484978993733) | > loss_mel: 17.89201545715332 (17.95833412806193) | > loss_duration: 2.2150394916534424 (2.3917365868886313) | > loss_1: 30.33976936340332 (32.749997774759926)  --> STEP: 7 | > loss_disc: 2.2439067363739014 (2.361725398472377) | > loss_disc_real_0: 0.17610269784927368 (0.14704099936144693) | > loss_disc_real_1: 0.16092902421951294 (0.1785296137843813) | > loss_disc_real_2: 0.20923955738544464 (0.1934989903654371) | > loss_disc_real_3: 0.2895525097846985 (0.2744671383074352) | > loss_disc_real_4: 0.24205496907234192 (0.21569150686264038) | > loss_disc_real_5: 0.23582498729228973 (0.227733314037323) | > loss_0: 2.2439067363739014 (2.361725398472377) | > loss_gen: 2.7371652126312256 (2.424249155180795) | > loss_kl: 4.132060527801514 (3.3171609469822476) | > loss_feat: 6.618453025817871 (6.813908985682896) | > loss_mel: 18.816524505615234 (18.080932753426687) | > loss_duration: 2.5073623657226562 (2.408254555293492) | > loss_1: 34.81156539916992 (33.044507435389924)  --> STEP: 8 | > loss_disc: 2.3862788677215576 (2.364794582128525) | > loss_disc_real_0: 0.1663171797990799 (0.14945052191615105) | > loss_disc_real_1: 0.1315975934267044 (0.1726631112396717) | > loss_disc_real_2: 0.18966364860534668 (0.1930195726454258) | > loss_disc_real_3: 0.1917785406112671 (0.26413106359541416) | > loss_disc_real_4: 0.20296339690685272 (0.21410049311816692) | > loss_disc_real_5: 0.28671666979789734 (0.2351062335073948) | > loss_0: 2.3862788677215576 (2.364794582128525) | > loss_gen: 2.2597875595092773 (2.403691455721855) | > loss_kl: 3.998244524002075 (3.402296394109726) | > loss_feat: 8.856816291809082 (7.069272398948669) | > loss_mel: 17.091245651245117 (17.95722186565399) | > loss_duration: 2.30108380317688 (2.3948582112789154) | > loss_1: 34.50717544555664 (33.22734093666077)  --> STEP: 9 | > loss_disc: 2.5702314376831055 (2.387620899412367) | > loss_disc_real_0: 0.2304362952709198 (0.158448941177792) | > loss_disc_real_1: 0.2094840258359909 (0.17675432397259605) | > loss_disc_real_2: 0.2039749175310135 (0.19423683318826887) | > loss_disc_real_3: 0.24406005442142487 (0.2619009514649709) | > loss_disc_real_4: 0.2355893850326538 (0.21648814777533212) | > loss_disc_real_5: 0.2661049962043762 (0.23855054047372606) | > loss_0: 2.5702314376831055 (2.387620899412367) | > loss_gen: 2.4357705116271973 (2.4072557952668934) | > loss_kl: 2.5344159603118896 (3.3058652347988553) | > loss_feat: 7.346383094787598 (7.100062476264106) | > loss_mel: 17.22871971130371 (17.876277181837295) | > loss_duration: 2.195157289505005 (2.372669219970703) | > loss_1: 31.740447998046875 (33.06213061014811)  --> STEP: 10 | > loss_disc: 2.460505485534668 (2.3949093580245973) | > loss_disc_real_0: 0.11863643676042557 (0.15446769073605537) | > loss_disc_real_1: 0.23051993548870087 (0.18213088512420655) | > loss_disc_real_2: 0.2799333930015564 (0.20280648916959762) | > loss_disc_real_3: 0.2641385793685913 (0.26212471425533296) | > loss_disc_real_4: 0.21725645661354065 (0.21656497865915297) | > loss_disc_real_5: 0.2698819041252136 (0.24168367683887482) | > loss_0: 2.460505485534668 (2.3949093580245973) | > loss_gen: 2.546049118041992 (2.421135127544403) | > loss_kl: 3.062962532043457 (3.2815749645233154) | > loss_feat: 6.31841516494751 (7.0218977451324465) | > loss_mel: 17.768646240234375 (17.865514087677003) | > loss_duration: 2.411675453186035 (2.3765698432922364) | > loss_1: 32.107749938964844 (32.96669254302979)  --> STEP: 11 | > loss_disc: 2.3809540271759033 (2.3936406915838067) | > loss_disc_real_0: 0.08047573268413544 (0.14774114909497174) | > loss_disc_real_1: 0.12584587931632996 (0.17701406641439957) | > loss_disc_real_2: 0.1904214322566986 (0.20168057490478863) | > loss_disc_real_3: 0.2287064641714096 (0.25908669152043085) | > loss_disc_real_4: 0.22080764174461365 (0.21695067530328577) | > loss_disc_real_5: 0.1797732561826706 (0.23605545677921988) | > loss_0: 2.3809540271759033 (2.3936406915838067) | > loss_gen: 1.957352876663208 (2.3789731047370215) | > loss_kl: 3.728135585784912 (3.322171384638006) | > loss_feat: 6.495072364807129 (6.974004528739235) | > loss_mel: 17.05084991455078 (17.79145370830189) | > loss_duration: 2.4753856658935547 (2.385553099892356) | > loss_1: 31.706796646118164 (32.85215655240145)  --> STEP: 12 | > loss_disc: 2.611018180847168 (2.4117554823557534) | > loss_disc_real_0: 0.19204369187355042 (0.1514330276598533) | > loss_disc_real_1: 0.16376028954982758 (0.17590958500901857) | > loss_disc_real_2: 0.2074771225452423 (0.2021636205414931) | > loss_disc_real_3: 0.2719842791557312 (0.26016149049003917) | > loss_disc_real_4: 0.20530985295772552 (0.21598060677448908) | > loss_disc_real_5: 0.27844834327697754 (0.2395881973206997) | > loss_0: 2.611018180847168 (2.4117554823557534) | > loss_gen: 2.1782281398773193 (2.3622443576653795) | > loss_kl: 3.281071662902832 (3.3187464078267417) | > loss_feat: 6.223600387573242 (6.911470850308736) | > loss_mel: 17.935869216918945 (17.803488334019978) | > loss_duration: 2.258201837539673 (2.374940494696299) | > loss_1: 31.876970291137695 (32.77089103062948)  --> STEP: 13 | > loss_disc: 2.55953049659729 (2.423122791143564) | > loss_disc_real_0: 0.16250525414943695 (0.15228473738982126) | > loss_disc_real_1: 0.17843608558177948 (0.17610393120692328) | > loss_disc_real_2: 0.19820407032966614 (0.20185903975596795) | > loss_disc_real_3: 0.2733221650123596 (0.2611738500686792) | > loss_disc_real_4: 0.26467522978782654 (0.21972634700628427) | > loss_disc_real_5: 0.2637437582015991 (0.24144631738846117) | > loss_0: 2.55953049659729 (2.423122791143564) | > loss_gen: 2.2180323600769043 (2.3511511270816507) | > loss_kl: 3.3247883319854736 (3.319211171223567) | > loss_feat: 6.025807857513428 (6.84334292778602) | > loss_mel: 15.31881046295166 (17.612359267014725) | > loss_duration: 2.2684574127197266 (2.366749488390409) | > loss_1: 29.15589714050293 (32.492814577542816)  --> STEP: 14 | > loss_disc: 2.8150041103363037 (2.4511143139430454) | > loss_disc_real_0: 0.1452086865901947 (0.15177930518984795) | > loss_disc_real_1: 0.22908185422420502 (0.17988806856530054) | > loss_disc_real_2: 0.1824195832014084 (0.20047050714492798) | > loss_disc_real_3: 0.3046402633190155 (0.26427859387227465) | > loss_disc_real_4: 0.241714209318161 (0.22129690859998977) | > loss_disc_real_5: 0.3141734004020691 (0.24664110903229033) | > loss_0: 2.8150041103363037 (2.4511143139430454) | > loss_gen: 2.27312970161438 (2.345578168119703) | > loss_kl: 3.636376142501831 (3.3418658120291576) | > loss_feat: 6.326907157897949 (6.806454658508301) | > loss_mel: 18.292095184326172 (17.66091183253697) | > loss_duration: 2.4651365280151367 (2.3737771340778897) | > loss_1: 32.99364471435547 (32.52858815874372)  --> STEP: 15 | > loss_disc: 2.518385648727417 (2.455599069595337) | > loss_disc_real_0: 0.2529316246509552 (0.15852279315392176) | > loss_disc_real_1: 0.16790540516376495 (0.1790892243385315) | > loss_disc_real_2: 0.2384311556816101 (0.20300121704737345) | > loss_disc_real_3: 0.28072497248649597 (0.26537501911322275) | > loss_disc_real_4: 0.18808843195438385 (0.21908301015694936) | > loss_disc_real_5: 0.2622230648994446 (0.2476799060901006) | > loss_0: 2.518385648727417 (2.455599069595337) | > loss_gen: 2.3736658096313477 (2.347450677553813) | > loss_kl: 4.041426181793213 (3.388503170013428) | > loss_feat: 6.736555099487305 (6.801794687906901) | > loss_mel: 17.991029739379883 (17.682919692993163) | > loss_duration: 2.4083433151245117 (2.3760815461476645) | > loss_1: 33.551021575927734 (32.59675038655599)  --> STEP: 16 | > loss_disc: 1.9935591220855713 (2.4267215728759766) | > loss_disc_real_0: 0.147826686501503 (0.1578542864881456) | > loss_disc_real_1: 0.21211761236190796 (0.18115349858999252) | > loss_disc_real_2: 0.1861724555492401 (0.20194941945374012) | > loss_disc_real_3: 0.20954608917236328 (0.26188571099191904) | > loss_disc_real_4: 0.20724022388458252 (0.21834283601492643) | > loss_disc_real_5: 0.15395207703113556 (0.2418219167739153) | > loss_0: 1.9935591220855713 (2.4267215728759766) | > loss_gen: 2.970677375793457 (2.3864023461937904) | > loss_kl: 3.3943605422973633 (3.3888692557811737) | > loss_feat: 9.250226020812988 (6.9548216462135315) | > loss_mel: 16.38787841796875 (17.601979613304138) | > loss_duration: 2.3909125328063965 (2.377008482813835) | > loss_1: 34.3940544128418 (32.70908188819885)  --> STEP: 17 | > loss_disc: 2.566007137298584 (2.434914841371424) | > loss_disc_real_0: 0.12589579820632935 (0.15597437541274464) | > loss_disc_real_1: 0.22947457432746887 (0.18399591480984406) | > loss_disc_real_2: 0.27318504452705383 (0.20613975034040563) | > loss_disc_real_3: 0.3102780878543854 (0.26473232139559355) | > loss_disc_real_4: 0.25521767139434814 (0.22051194397842183) | > loss_disc_real_5: 0.3050169348716736 (0.24553927077966578) | > loss_0: 2.566007137298584 (2.434914841371424) | > loss_gen: 2.3315086364746094 (2.383173304445603) | > loss_kl: 1.9354554414749146 (3.3033743255278645) | > loss_feat: 5.144863128662109 (6.848353498122272) | > loss_mel: 17.509113311767578 (17.59651688968434) | > loss_duration: 2.4954614639282227 (2.3839763052323284) | > loss_1: 29.416400909423828 (32.515394771800324)  --> STEP: 18 | > loss_disc: 2.5526766777038574 (2.441457165612115) | > loss_disc_real_0: 0.268739253282547 (0.16223909084995589) | > loss_disc_real_1: 0.20908887684345245 (0.18538996825615564) | > loss_disc_real_2: 0.15893983840942383 (0.20351753301090664) | > loss_disc_real_3: 0.2531665861606598 (0.26408978054920834) | > loss_disc_real_4: 0.2328355461359024 (0.2211965885427263) | > loss_disc_real_5: 0.3372897207736969 (0.2506365180015564) | > loss_0: 2.5526766777038574 (2.441457165612115) | > loss_gen: 2.7458419799804688 (2.4033215641975403) | > loss_kl: 3.3652307987213135 (3.3068107962608337) | > loss_feat: 8.15684700012207 (6.921047581566705) | > loss_mel: 18.092775344848633 (17.624086803860134) | > loss_duration: 2.258936882019043 (2.3770296706093683) | > loss_1: 34.619632720947266 (32.632296880086265)  --> STEP: 19 | > loss_disc: 2.6180992126464844 (2.450754115456029) | > loss_disc_real_0: 0.24869871139526367 (0.16678959719444575) | > loss_disc_real_1: 0.25408709049224854 (0.1890056062685816) | > loss_disc_real_2: 0.18215852975845337 (0.20239337494498805) | > loss_disc_real_3: 0.2577471137046814 (0.26375595597844376) | > loss_disc_real_4: 0.2660945951938629 (0.22355964152436508) | > loss_disc_real_5: 0.28968167304992676 (0.2526915261619969) | > loss_0: 2.6180992126464844 (2.450754115456029) | > loss_gen: 2.5103492736816406 (2.4089546015388086) | > loss_kl: 2.3841679096221924 (3.258250644332484) | > loss_feat: 6.215518474578857 (6.883914470672607) | > loss_mel: 17.027862548828125 (17.59270657991108) | > loss_duration: 2.3829641342163086 (2.3773420107992074) | > loss_1: 30.520862579345703 (32.521168758994655)  --> STEP: 20 | > loss_disc: 2.445101261138916 (2.4504714727401735) | > loss_disc_real_0: 0.09995725750923157 (0.16344798021018506) | > loss_disc_real_1: 0.171152263879776 (0.18811293914914132) | > loss_disc_real_2: 0.23383335769176483 (0.2039653740823269) | > loss_disc_real_3: 0.3038295805454254 (0.26575963720679285) | > loss_disc_real_4: 0.2310345321893692 (0.22393338605761529) | > loss_disc_real_5: 0.28608325123786926 (0.2543611124157905) | > loss_0: 2.445101261138916 (2.4504714727401735) | > loss_gen: 2.429530382156372 (2.409983390569687) | > loss_kl: 2.332954168319702 (3.211985820531845) | > loss_feat: 7.176499843597412 (6.898543739318848) | > loss_mel: 17.347991943359375 (17.580470848083497) | > loss_duration: 2.2804906368255615 (2.372499442100525) | > loss_1: 31.567466735839844 (32.473483657836915)  --> STEP: 21 | > loss_disc: 2.6516475677490234 (2.4600512867882136) | > loss_disc_real_0: 0.22771698236465454 (0.1665084088842074) | > loss_disc_real_1: 0.21928082406520844 (0.1895971241451445) | > loss_disc_real_2: 0.17030088603496552 (0.20236230322292872) | > loss_disc_real_3: 0.2869603633880615 (0.2667691955963771) | > loss_disc_real_4: 0.29721423983573914 (0.2274229505232402) | > loss_disc_real_5: 0.2845427095890045 (0.2557983313288007) | > loss_0: 2.6516475677490234 (2.4600512867882136) | > loss_gen: 2.1913113594055176 (2.3995704367047264) | > loss_kl: 2.5400331020355225 (3.17998807203202) | > loss_feat: 3.5452029705047607 (6.738860845565796) | > loss_mel: 13.155935287475586 (17.36977867853074) | > loss_duration: 2.1874899864196777 (2.3636894680204845) | > loss_1: 23.619972229003906 (32.05188787551153)  --> STEP: 22 | > loss_disc: 2.479510545730591 (2.4609357985583213) | > loss_disc_real_0: 0.19207873940467834 (0.1676706966351379) | > loss_disc_real_1: 0.1574615091085434 (0.18813641437075354) | > loss_disc_real_2: 0.23114699125289917 (0.20367069813338193) | > loss_disc_real_3: 0.2050912082195282 (0.2639656507156112) | > loss_disc_real_4: 0.17542584240436554 (0.2250594456087459) | > loss_disc_real_5: 0.1860789954662323 (0.25262927060777485) | > loss_0: 2.479510545730591 (2.4609357985583213) | > loss_gen: 2.1142542362213135 (2.386601518500935) | > loss_kl: 2.476469039916992 (3.1480099342086096) | > loss_feat: 7.882566452026367 (6.790847464041277) | > loss_mel: 18.722003936767578 (17.43124346299605) | > loss_duration: 2.2270054817199707 (2.3574765595522793) | > loss_1: 33.422298431396484 (32.11417926441539)  --> STEP: 23 | > loss_disc: 2.495673179626465 (2.4624461194743277) | > loss_disc_real_0: 0.2283637523651123 (0.17030952514513678) | > loss_disc_real_1: 0.20670433342456818 (0.18894371519918027) | > loss_disc_real_2: 0.21614018082618713 (0.20421284955480826) | > loss_disc_real_3: 0.26250067353248596 (0.26390195605547534) | > loss_disc_real_4: 0.21481168270111084 (0.22461389069971832) | > loss_disc_real_5: 0.261302649974823 (0.25300637405851606) | > loss_0: 2.495673179626465 (2.4624461194743277) | > loss_gen: 2.459435224533081 (2.389768201371898) | > loss_kl: 3.496825695037842 (3.163175836853359) | > loss_feat: 6.19126558303833 (6.764778686606365) | > loss_mel: 17.489391326904297 (17.43377163099206) | > loss_duration: 2.327308177947998 (2.356164890786876) | > loss_1: 31.96422576904297 (32.10765954722528)  --> STEP: 24 | > loss_disc: 2.470388650894165 (2.462777058283488) | > loss_disc_real_0: 0.13690194487571716 (0.16891754263391098) | > loss_disc_real_1: 0.257452130317688 (0.19179823249578476) | > loss_disc_real_2: 0.2941952347755432 (0.2079621156056722) | > loss_disc_real_3: 0.32102859020233154 (0.26628223247826105) | > loss_disc_real_4: 0.2509536147117615 (0.2257113792002201) | > loss_disc_real_5: 0.2086532562971115 (0.2511583274851242) | > loss_0: 2.470388650894165 (2.462777058283488) | > loss_gen: 2.520310163497925 (2.3952074497938156) | > loss_kl: 2.6776154041290283 (3.142944152156512) | > loss_feat: 5.25647497177124 (6.7019326984882355) | > loss_mel: 15.95922565460205 (17.37233221530914) | > loss_duration: 2.430248498916626 (2.359251707792282) | > loss_1: 28.843873977661133 (31.97166848182678)  --> STEP: 25 | > loss_disc: 2.699678421020508 (2.4722531127929686) | > loss_disc_real_0: 0.1256900131702423 (0.16718844145536424) | > loss_disc_real_1: 0.20476755499839783 (0.19231700539588928) | > loss_disc_real_2: 0.22946780920028687 (0.2088223433494568) | > loss_disc_real_3: 0.22694234549999237 (0.26470863699913033) | > loss_disc_real_4: 0.2608581781387329 (0.22711725115776063) | > loss_disc_real_5: 0.2665118873119354 (0.2517724698781966) | > loss_0: 2.699678421020508 (2.4722531127929686) | > loss_gen: 1.98207426071167 (2.3786821222305297) | > loss_kl: 2.8545753955841064 (3.131409401893616) | > loss_feat: 5.394245147705078 (6.649625196456909) | > loss_mel: 16.177547454833984 (17.324540824890132) | > loss_duration: 2.434422492980957 (2.362258539199829) | > loss_1: 28.842864990234375 (31.84651634216308)  --> STEP: 26 | > loss_disc: 2.5063836574554443 (2.4735658260492177) | > loss_disc_real_0: 0.07404494285583496 (0.16360599920153618) | > loss_disc_real_1: 0.1583947092294693 (0.1910123016971808) | > loss_disc_real_2: 0.1738426238298416 (0.20747696952177927) | > loss_disc_real_3: 0.24839067459106445 (0.2640810230603586) | > loss_disc_real_4: 0.24282896518707275 (0.2277215478511957) | > loss_disc_real_5: 0.22016389667987823 (0.25055675552441514) | > loss_0: 2.5063836574554443 (2.4735658260492177) | > loss_gen: 1.7881102561950684 (2.3559678196907043) | > loss_kl: 2.5292162895202637 (3.1082481283407946) | > loss_feat: 5.212296485900879 (6.594343322973985) | > loss_mel: 18.938112258911133 (17.38660126466017) | > loss_duration: 2.325328826904297 (2.360838165650001) | > loss_1: 30.79306411743164 (31.80599894890418) --> EVAL PERFORMANCE | > avg_loader_time: 0.002434235352736253 (+0.00012672864473782996) | > avg_loss_disc: 2.4735658260492177 (+0.015984947864825738) | > avg_loss_disc_real_0: 0.16360599920153618 (+0.040924132156830564) | > avg_loss_disc_real_1: 0.1910123016971808 (+0.021706209446375163) | > avg_loss_disc_real_2: 0.20747696952177927 (+0.01209851612265292) | > avg_loss_disc_real_3: 0.2640810230603586 (+0.04319298553925302) | > avg_loss_disc_real_4: 0.2277215478511957 (+0.01667632735692537) | > avg_loss_disc_real_5: 0.25055675552441514 (+0.040582903302632756) | > avg_loss_0: 2.4735658260492177 (+0.015984947864825738) | > avg_loss_gen: 2.3559678196907043 (+0.2911669703630295) | > avg_loss_kl: 3.1082481283407946 (+0.09792344845258283) | > avg_loss_feat: 6.594343322973985 (-0.09055730929741479) | > avg_loss_mel: 17.38660126466017 (+0.036037591787483336) | > avg_loss_duration: 2.360838165650001 (+0.01327410111060523) | > avg_loss_1: 31.80599894890418 (+0.34784500415507935)  > EPOCH: 767/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:08:59)   --> TIME: 2024-06-12 01:09:05 -- STEP: 14/330 -- GLOBAL_STEP: 341125 | > loss_disc: 2.514033555984497 (2.3677503722054616) | > loss_disc_real_0: 0.09331995248794556 (0.10316342807241849) | > loss_disc_real_1: 0.21803198754787445 (0.2160003004329545) | > loss_disc_real_2: 0.19499748945236206 (0.20035680489880697) | > loss_disc_real_3: 0.2328815758228302 (0.22698286175727844) | > loss_disc_real_4: 0.23816218972206116 (0.22946530154773168) | > loss_disc_real_5: 0.22678644955158234 (0.22241964510508946) | > loss_0: 2.514033555984497 (2.3677503722054616) | > grad_norm_0: tensor(11.9075, device='cuda:0') (tensor(8.1054, device='cuda:0')) | > loss_gen: 2.498901605606079 (2.487238918031965) | > loss_kl: 1.9426054954528809 (1.9169090475354875) | > loss_feat: 7.044562816619873 (6.9608321871076315) | > loss_mel: 17.141447067260742 (17.820194925580704) | > loss_duration: 1.9946444034576416 (2.0688274673053195) | > loss_1: 30.622161865234375 (31.25400229862758) | > grad_norm_1: tensor(108.3303, device='cuda:0') (tensor(76.0666, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3505 (0.36556029319763184) | > loader_time: 0.003 (0.0031838417053222656)  --> TIME: 2024-06-12 01:09:15 -- STEP: 39/330 -- GLOBAL_STEP: 341150 | > loss_disc: 2.267698287963867 (2.3529478525504084) | > loss_disc_real_0: 0.08815570920705795 (0.10378659058075684) | > loss_disc_real_1: 0.19524796307086945 (0.20499956187529444) | > loss_disc_real_2: 0.2022750824689865 (0.20841083885767522) | > loss_disc_real_3: 0.22417671978473663 (0.22460885575184455) | > loss_disc_real_4: 0.21038953959941864 (0.22913952592091683) | > loss_disc_real_5: 0.22120600938796997 (0.22309829600346395) | > loss_0: 2.267698287963867 (2.3529478525504084) | > grad_norm_0: tensor(12.4674, device='cuda:0') (tensor(7.9512, device='cuda:0')) | > loss_gen: 2.506761312484741 (2.486340914017115) | > loss_kl: 2.1274685859680176 (1.957197660054916) | > loss_feat: 7.518466472625732 (6.959797541300456) | > loss_mel: 17.908447265625 (17.56334260793832) | > loss_duration: 1.9890466928482056 (2.0094209053577523) | > loss_1: 32.05018997192383 (30.976099503345978) | > grad_norm_1: tensor(97.2661, device='cuda:0') (tensor(75.5079, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3756 (0.3611632371560121) | > loader_time: 0.0042 (0.0033666904156024638)  --> TIME: 2024-06-12 01:09:24 -- STEP: 64/330 -- GLOBAL_STEP: 341175 | > loss_disc: 2.392367362976074 (2.353696197271346) | > loss_disc_real_0: 0.14225956797599792 (0.10526174632832408) | > loss_disc_real_1: 0.1862584948539734 (0.20216351747512817) | > loss_disc_real_2: 0.2171643078327179 (0.2091321568004787) | > loss_disc_real_3: 0.2147112935781479 (0.22846285928972065) | > loss_disc_real_4: 0.22057296335697174 (0.22920097294263542) | > loss_disc_real_5: 0.19938808679580688 (0.22230620635673404) | > loss_0: 2.392367362976074 (2.353696197271346) | > grad_norm_0: tensor(9.2070, device='cuda:0') (tensor(8.2970, device='cuda:0')) | > loss_gen: 2.3614563941955566 (2.4763880707323542) | > loss_kl: 2.0343029499053955 (1.965817853808403) | > loss_feat: 7.524550437927246 (6.970774106681347) | > loss_mel: 17.646528244018555 (17.51475048065185) | > loss_duration: 1.9977476596832275 (1.9952572043985133) | > loss_1: 31.564584732055664 (30.922987639904022) | > grad_norm_1: tensor(90.1401, device='cuda:0') (tensor(89.4531, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.396 (0.36761918663978577) | > loader_time: 0.0044 (0.0035957135260105133)  --> TIME: 2024-06-12 01:09:34 -- STEP: 89/330 -- GLOBAL_STEP: 341200 | > loss_disc: 2.4051191806793213 (2.362332933404472) | > loss_disc_real_0: 0.11333649605512619 (0.10716987857490443) | > loss_disc_real_1: 0.19692477583885193 (0.20046114569969392) | > loss_disc_real_2: 0.21552971005439758 (0.21193127468060913) | > loss_disc_real_3: 0.2257954478263855 (0.22889752116765869) | > loss_disc_real_4: 0.2155645787715912 (0.23038112414017153) | > loss_disc_real_5: 0.23911599814891815 (0.22350224283304107) | > loss_0: 2.4051191806793213 (2.362332933404472) | > grad_norm_0: tensor(9.2367, device='cuda:0') (tensor(9.0343, device='cuda:0')) | > loss_gen: 2.4507105350494385 (2.469495971551102) | > loss_kl: 1.8713581562042236 (1.9772959920797455) | > loss_feat: 6.961641788482666 (6.9658911630009) | > loss_mel: 17.183425903320312 (17.43811696299006) | > loss_duration: 2.004075527191162 (1.9902792365363478) | > loss_1: 30.47121238708496 (30.84107926186551) | > grad_norm_1: tensor(172.5767, device='cuda:0') (tensor(113.1348, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3691 (0.3704801168334618) | > loader_time: 0.0042 (0.0037833412041824856)  --> TIME: 2024-06-12 01:09:44 -- STEP: 114/330 -- GLOBAL_STEP: 341225 | > loss_disc: 2.4493160247802734 (2.3607648213704415) | > loss_disc_real_0: 0.07141980528831482 (0.10864351072201603) | > loss_disc_real_1: 0.191249817609787 (0.19894380122423172) | > loss_disc_real_2: 0.23030833899974823 (0.2122438176159273) | > loss_disc_real_3: 0.2024833709001541 (0.22855834140066514) | > loss_disc_real_4: 0.20212537050247192 (0.23020277146184653) | > loss_disc_real_5: 0.21973061561584473 (0.22308449211873507) | > loss_0: 2.4493160247802734 (2.3607648213704415) | > grad_norm_0: tensor(11.9271, device='cuda:0') (tensor(9.2943, device='cuda:0')) | > loss_gen: 2.4558656215667725 (2.4697412628876547) | > loss_kl: 2.0725340843200684 (1.9920551410892553) | > loss_feat: 7.025050640106201 (6.93956032133939) | > loss_mel: 18.274173736572266 (17.398018728222766) | > loss_duration: 2.013387680053711 (1.9919532913910718) | > loss_1: 31.84101104736328 (30.791328781529476) | > grad_norm_1: tensor(89.1819, device='cuda:0') (tensor(115.8724, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3767 (0.3728465615657338) | > loader_time: 0.0037 (0.0038822240996779058)  --> TIME: 2024-06-12 01:09:53 -- STEP: 139/330 -- GLOBAL_STEP: 341250 | > loss_disc: 2.3997528553009033 (2.3659608604239035) | > loss_disc_real_0: 0.13812461495399475 (0.11127005622005293) | > loss_disc_real_1: 0.17849349975585938 (0.19821130307458287) | > loss_disc_real_2: 0.18917641043663025 (0.2126406455854718) | > loss_disc_real_3: 0.21519361436367035 (0.2293581119973025) | > loss_disc_real_4: 0.21013100445270538 (0.23027935302514824) | > loss_disc_real_5: 0.22421501576900482 (0.22382894126202563) | > loss_0: 2.3997528553009033 (2.3659608604239035) | > grad_norm_0: tensor(11.4290, device='cuda:0') (tensor(9.9120, device='cuda:0')) | > loss_gen: 2.4140963554382324 (2.4663429706216724) | > loss_kl: 1.9263594150543213 (1.9987624797889654) | > loss_feat: 6.967897415161133 (6.924491151631307) | > loss_mel: 16.62641143798828 (17.387471363698836) | > loss_duration: 2.0693912506103516 (1.998019494598718) | > loss_1: 30.0041561126709 (30.77508749378671) | > grad_norm_1: tensor(163.8056, device='cuda:0') (tensor(114.8834, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3676 (0.37236581946448455) | > loader_time: 0.0041 (0.003924824351029431)  --> TIME: 2024-06-12 01:10:03 -- STEP: 164/330 -- GLOBAL_STEP: 341275 | > loss_disc: 2.4690706729888916 (2.371549737162705) | > loss_disc_real_0: 0.15402023494243622 (0.11227088655549579) | > loss_disc_real_1: 0.1914006769657135 (0.19851501958399284) | > loss_disc_real_2: 0.17322558164596558 (0.21260946952715154) | > loss_disc_real_3: 0.21181020140647888 (0.22962534409470675) | > loss_disc_real_4: 0.23087109625339508 (0.23112856987409475) | > loss_disc_real_5: 0.24084246158599854 (0.22454393600545283) | > loss_0: 2.4690706729888916 (2.371549737162705) | > grad_norm_0: tensor(16.8032, device='cuda:0') (tensor(10.8511, device='cuda:0')) | > loss_gen: 2.4018826484680176 (2.462571900065352) | > loss_kl: 1.9450196027755737 (2.0020598282174364) | > loss_feat: 6.731184482574463 (6.928161292541318) | > loss_mel: 16.931703567504883 (17.360663059281137) | > loss_duration: 2.0647852420806885 (2.0017711353011247) | > loss_1: 30.074573516845703 (30.755227228490316) | > grad_norm_1: tensor(246.7161, device='cuda:0') (tensor(131.8713, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3684 (0.3732901884288322) | > loader_time: 0.005 (0.003991704161574203)  --> TIME: 2024-06-12 01:10:13 -- STEP: 189/330 -- GLOBAL_STEP: 341300 | > loss_disc: 2.3587746620178223 (2.3731538770060037) | > loss_disc_real_0: 0.10280128568410873 (0.1138041579415874) | > loss_disc_real_1: 0.2115812450647354 (0.1983719921458966) | > loss_disc_real_2: 0.20912140607833862 (0.21323122833140942) | > loss_disc_real_3: 0.21614308655261993 (0.22990407396561255) | > loss_disc_real_4: 0.21336816251277924 (0.23088319489249476) | > loss_disc_real_5: 0.22279348969459534 (0.22416155016611497) | > loss_0: 2.3587746620178223 (2.3731538770060037) | > grad_norm_0: tensor(56.4079, device='cuda:0') (tensor(13.1238, device='cuda:0')) | > loss_gen: 2.416944980621338 (2.4634355703989663) | > loss_kl: 2.1179428100585938 (2.005000041275426) | > loss_feat: 6.758760929107666 (6.931417694798222) | > loss_mel: 16.46746253967285 (17.337065000382676) | > loss_duration: 2.1040053367614746 (2.0092514526276366) | > loss_1: 29.865116119384766 (30.746169771466935) | > grad_norm_1: tensor(520.6711, device='cuda:0') (tensor(156.8658, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.3934 (0.37532409284480656) | > loader_time: 0.0051 (0.004094873155866351)  --> TIME: 2024-06-12 01:10:23 -- STEP: 214/330 -- GLOBAL_STEP: 341325 | > loss_disc: 2.591923236846924 (2.3739389805036137) | > loss_disc_real_0: 0.1311691254377365 (0.11527196107275575) | > loss_disc_real_1: 0.21939294040203094 (0.19850838372361995) | > loss_disc_real_2: 0.2277553528547287 (0.2136357951665593) | > loss_disc_real_3: 0.25299975275993347 (0.2297333112665426) | > loss_disc_real_4: 0.2476550042629242 (0.23094541934606072) | > loss_disc_real_5: 0.24860797822475433 (0.22376888593502137) | > loss_0: 2.591923236846924 (2.3739389805036137) | > grad_norm_0: tensor(10.8264, device='cuda:0') (tensor(15.2612, device='cuda:0')) | > loss_gen: 2.187434434890747 (2.4700237713127504) | > loss_kl: 2.03834867477417 (2.0095768164251435) | > loss_feat: 6.1625823974609375 (6.936061273111362) | > loss_mel: 16.363903045654297 (17.300727946735993) | > loss_duration: 2.129918336868286 (2.0171641740843507) | > loss_1: 28.88218879699707 (30.733554020106236) | > grad_norm_1: tensor(270.7358, device='cuda:0') (tensor(179.8969, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.4026 (0.37831147920305475) | > loader_time: 0.0058 (0.004241943359375001)  --> TIME: 2024-06-12 01:10:34 -- STEP: 239/330 -- GLOBAL_STEP: 341350 | > loss_disc: 2.303762674331665 (2.3758555974920395) | > loss_disc_real_0: 0.0811106264591217 (0.11533946947634968) | > loss_disc_real_1: 0.18071751296520233 (0.19842184250823625) | > loss_disc_real_2: 0.21204078197479248 (0.21322187282550284) | > loss_disc_real_3: 0.22221218049526215 (0.2297835548926597) | > loss_disc_real_4: 0.21908406913280487 (0.23198126923589027) | > loss_disc_real_5: 0.19795432686805725 (0.2233119557093377) | > loss_0: 2.303762674331665 (2.3758555974920395) | > grad_norm_0: tensor(22.9663, device='cuda:0') (tensor(17.7186, device='cuda:0')) | > loss_gen: 2.5402286052703857 (2.474616634297073) | > loss_kl: 2.1344597339630127 (2.0130732752787996) | > loss_feat: 6.881849765777588 (6.9408378241949995) | > loss_mel: 17.274534225463867 (17.268608823480967) | > loss_duration: 2.0690689086914062 (2.0260466945720013) | > loss_1: 30.9001407623291 (30.723183276763024) | > grad_norm_1: tensor(362.9079, device='cuda:0') (tensor(205.3394, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.4164 (0.38187702430342024) | > loader_time: 0.0064 (0.004397168817879266)  --> TIME: 2024-06-12 01:10:44 -- STEP: 264/330 -- GLOBAL_STEP: 341375 | > loss_disc: 2.2719614505767822 (2.3745574797644733) | > loss_disc_real_0: 0.1389218270778656 (0.11648630431260575) | > loss_disc_real_1: 0.19156891107559204 (0.1984889805881363) | > loss_disc_real_2: 0.2175574153661728 (0.21313438417785097) | > loss_disc_real_3: 0.2354116588830948 (0.22983010254348768) | > loss_disc_real_4: 0.21011334657669067 (0.23133579455316067) | > loss_disc_real_5: 0.21874874830245972 (0.22332727231762628) | > loss_0: 2.2719614505767822 (2.3745574797644733) | > grad_norm_0: tensor(42.0255, device='cuda:0') (tensor(19.0449, device='cuda:0')) | > loss_gen: 2.6629889011383057 (2.4771796871315357) | > loss_kl: 2.0696399211883545 (2.0180383681347864) | > loss_feat: 7.104821681976318 (6.954528333562793) | > loss_mel: 16.869726181030273 (17.237463846351165) | > loss_duration: 2.152461528778076 (2.0346391088131695) | > loss_1: 30.859638214111328 (30.72184934760585) | > grad_norm_1: tensor(492.2032, device='cuda:0') (tensor(225.2256, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.4196 (0.38614171833703004) | > loader_time: 0.0056 (0.0045447719819618)  --> TIME: 2024-06-12 01:10:56 -- STEP: 289/330 -- GLOBAL_STEP: 341400 | > loss_disc: 2.266726016998291 (2.3758735821733814) | > loss_disc_real_0: 0.08468775451183319 (0.11735952247230652) | > loss_disc_real_1: 0.17398284375667572 (0.19878987643132986) | > loss_disc_real_2: 0.18836642801761627 (0.21332874986952152) | > loss_disc_real_3: 0.2275288999080658 (0.23010306142811957) | > loss_disc_real_4: 0.2400640994310379 (0.23182730577808763) | > loss_disc_real_5: 0.22882699966430664 (0.2230667921498573) | > loss_0: 2.266726016998291 (2.3758735821733814) | > grad_norm_0: tensor(41.7052, device='cuda:0') (tensor(19.8878, device='cuda:0')) | > loss_gen: 2.5422580242156982 (2.4752845747660617) | > loss_kl: 1.8984768390655518 (2.0200821627382575) | > loss_feat: 7.071089267730713 (6.963260053350852) | > loss_mel: 16.530094146728516 (17.189653238210713) | > loss_duration: 2.1926984786987305 (2.0446552359934067) | > loss_1: 30.234615325927734 (30.692935250622178) | > grad_norm_1: tensor(671.7056, device='cuda:0') (tensor(239.2163, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.4509 (0.39066585372476015) | > loader_time: 0.0067 (0.0046943215762867635)  --> TIME: 2024-06-12 01:11:09 -- STEP: 314/330 -- GLOBAL_STEP: 341425 | > loss_disc: 2.5572848320007324 (2.3777606259485706) | > loss_disc_real_0: 0.18710529804229736 (0.1193715764957059) | > loss_disc_real_1: 0.22513288259506226 (0.1989044899678534) | > loss_disc_real_2: 0.24125058948993683 (0.2132465935721519) | > loss_disc_real_3: 0.2643226981163025 (0.23010717246942458) | > loss_disc_real_4: 0.24908412992954254 (0.23148491461375717) | > loss_disc_real_5: 0.2757405936717987 (0.22258944187764154) | > loss_0: 2.5572848320007324 (2.3777606259485706) | > grad_norm_0: tensor(34.4325, device='cuda:0') (tensor(21.2881, device='cuda:0')) | > loss_gen: 2.3653910160064697 (2.4736948590369754) | > loss_kl: 2.1018388271331787 (2.0230574998885946) | > loss_feat: 6.481035232543945 (6.965700737230337) | > loss_mel: 16.443546295166016 (17.13445130123455) | > loss_duration: 2.246413230895996 (2.057743503409585) | > loss_1: 29.638225555419922 (30.654647906115102) | > grad_norm_1: tensor(136.1537, device='cuda:0') (tensor(253.6630, device='cuda:0')) | > current_lr_0: 0.00018171442727274155 | > current_lr_1: 0.00018171442727274155 | > step_time: 0.5292 (0.39964529663134524) | > loader_time: 0.0074 (0.004874191466410451)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7873620986938477 (2.7873620986938477) | > loss_disc_real_0: 0.21471688151359558 (0.21471688151359558) | > loss_disc_real_1: 0.21405665576457977 (0.21405665576457977) | > loss_disc_real_2: 0.1621030569076538 (0.1621030569076538) | > loss_disc_real_3: 0.2387455850839615 (0.2387455850839615) | > loss_disc_real_4: 0.28060540556907654 (0.28060540556907654) | > loss_disc_real_5: 0.28366535902023315 (0.28366535902023315) | > loss_0: 2.7873620986938477 (2.7873620986938477) | > loss_gen: 1.9499530792236328 (1.9499530792236328) | > loss_kl: 1.7412792444229126 (1.7412792444229126) | > loss_feat: 5.146495342254639 (5.146495342254639) | > loss_mel: 15.888042449951172 (15.888042449951172) | > loss_duration: 2.9246106147766113 (2.9246106147766113) | > loss_1: 27.650381088256836 (27.650381088256836)  --> STEP: 1 | > loss_disc: 2.092444658279419 (2.092444658279419) | > loss_disc_real_0: 0.06877196580171585 (0.06877196580171585) | > loss_disc_real_1: 0.1878722459077835 (0.1878722459077835) | > loss_disc_real_2: 0.14331461489200592 (0.14331461489200592) | > loss_disc_real_3: 0.1693563312292099 (0.1693563312292099) | > loss_disc_real_4: 0.15170204639434814 (0.15170204639434814) | > loss_disc_real_5: 0.1411801427602768 (0.1411801427602768) | > loss_0: 2.092444658279419 (2.092444658279419) | > loss_gen: 2.354731559753418 (2.354731559753418) | > loss_kl: 2.4332637786865234 (2.4332637786865234) | > loss_feat: 7.346556186676025 (7.346556186676025) | > loss_mel: 16.465333938598633 (16.465333938598633) | > loss_duration: 2.3847408294677734 (2.3847408294677734) | > loss_1: 30.9846248626709 (30.9846248626709)  --> STEP: 2 | > loss_disc: 2.293029308319092 (2.1927369832992554) | > loss_disc_real_0: 0.08895432204008102 (0.07886314392089844) | > loss_disc_real_1: 0.24283690750598907 (0.2153545767068863) | > loss_disc_real_2: 0.19032669067382812 (0.16682065278291702) | > loss_disc_real_3: 0.248262420296669 (0.20880937576293945) | > loss_disc_real_4: 0.1987651288509369 (0.17523358762264252) | > loss_disc_real_5: 0.1721905618906021 (0.15668535232543945) | > loss_0: 2.293029308319092 (2.1927369832992554) | > loss_gen: 2.3040456771850586 (2.3293886184692383) | > loss_kl: 3.579479694366455 (3.0063717365264893) | > loss_feat: 6.107613563537598 (6.7270848751068115) | > loss_mel: 17.650089263916016 (17.057711601257324) | > loss_duration: 2.5487427711486816 (2.4667418003082275) | > loss_1: 32.189971923828125 (31.58729839324951)  --> STEP: 3 | > loss_disc: 2.4612834453582764 (2.282252470652262) | > loss_disc_real_0: 0.191252663731575 (0.11632631719112396) | > loss_disc_real_1: 0.20917381346225739 (0.21329432229200998) | > loss_disc_real_2: 0.18229572474956512 (0.17197901010513306) | > loss_disc_real_3: 0.23201891779899597 (0.21654588977495828) | > loss_disc_real_4: 0.2603544294834137 (0.2036072015762329) | > loss_disc_real_5: 0.2904393970966339 (0.20127003391583762) | > loss_0: 2.4612834453582764 (2.282252470652262) | > loss_gen: 2.525623321533203 (2.3948001861572266) | > loss_kl: 3.056736707687378 (3.0231600602467856) | > loss_feat: 5.9220356941223145 (6.4587351481119795) | > loss_mel: 18.498462677001953 (17.537961959838867) | > loss_duration: 2.23386812210083 (2.3891172409057617) | > loss_1: 32.236724853515625 (31.803773880004883)  --> STEP: 4 | > loss_disc: 2.4973068237304688 (2.336016058921814) | > loss_disc_real_0: 0.1453552097082138 (0.12358354032039642) | > loss_disc_real_1: 0.1882161945104599 (0.20702479034662247) | > loss_disc_real_2: 0.1261192262172699 (0.16051406413316727) | > loss_disc_real_3: 0.21463820338249207 (0.21606896817684174) | > loss_disc_real_4: 0.18508079648017883 (0.1989756003022194) | > loss_disc_real_5: 0.16787593066692352 (0.19292150810360909) | > loss_0: 2.4973068237304688 (2.336016058921814) | > loss_gen: 1.9625415802001953 (2.2867355346679688) | > loss_kl: 3.776205062866211 (3.211421310901642) | > loss_feat: 7.488842964172363 (6.716262102127075) | > loss_mel: 17.274702072143555 (17.47214698791504) | > loss_duration: 2.3597846031188965 (2.3817840814590454) | > loss_1: 32.86207580566406 (32.06834936141968)  --> STEP: 5 | > loss_disc: 2.4698634147644043 (2.362785530090332) | > loss_disc_real_0: 0.14259028434753418 (0.12738488912582396) | > loss_disc_real_1: 0.222402885556221 (0.2101004093885422) | > loss_disc_real_2: 0.2078954428434372 (0.16999033987522125) | > loss_disc_real_3: 0.23573650419712067 (0.2200024753808975) | > loss_disc_real_4: 0.24447061121463776 (0.20807460248470305) | > loss_disc_real_5: 0.24597395956516266 (0.2035319983959198) | > loss_0: 2.4698634147644043 (2.362785530090332) | > loss_gen: 2.2770068645477295 (2.284789800643921) | > loss_kl: 2.9947032928466797 (3.1680777072906494) | > loss_feat: 6.758434772491455 (6.724696636199951) | > loss_mel: 18.53612518310547 (17.684942626953124) | > loss_duration: 2.3758673667907715 (2.3806007385253904) | > loss_1: 32.942134857177734 (32.24310646057129)  --> STEP: 6 | > loss_disc: 2.4215807914733887 (2.3725847403208413) | > loss_disc_real_0: 0.10335449129343033 (0.12337982282042503) | > loss_disc_real_1: 0.20857739448547363 (0.20984657357136408) | > loss_disc_real_2: 0.1403120905160904 (0.16504396498203278) | > loss_disc_real_3: 0.2338358610868454 (0.22230803966522217) | > loss_disc_real_4: 0.2771681845188141 (0.21959019949038824) | > loss_disc_real_5: 0.2657211422920227 (0.21389685571193695) | > loss_0: 2.4215807914733887 (2.3725847403208413) | > loss_gen: 2.2946674823760986 (2.286436080932617) | > loss_kl: 2.586528778076172 (3.0711528857549033) | > loss_feat: 5.565145492553711 (6.531438112258911) | > loss_mel: 19.07299041748047 (17.916283925374348) | > loss_duration: 2.2247133255004883 (2.3546195030212402) | > loss_1: 31.74404525756836 (32.15992959340414)  --> STEP: 7 | > loss_disc: 2.306090831756592 (2.363085610525949) | > loss_disc_real_0: 0.08601163327693939 (0.11804151002849851) | > loss_disc_real_1: 0.21824905276298523 (0.21104692774159567) | > loss_disc_real_2: 0.21551914513111115 (0.17225470500332968) | > loss_disc_real_3: 0.2323884218931198 (0.22374809426920755) | > loss_disc_real_4: 0.23788703978061676 (0.22220403381756373) | > loss_disc_real_5: 0.23858721554279327 (0.21742404997348785) | > loss_0: 2.306090831756592 (2.363085610525949) | > loss_gen: 2.309474229812622 (2.2897272450583324) | > loss_kl: 4.420929908752441 (3.2639781747545515) | > loss_feat: 4.996379375457764 (6.312144007001605) | > loss_mel: 17.247894287109375 (17.820799691336497) | > loss_duration: 2.505464553833008 (2.37616879599435) | > loss_1: 31.48014259338379 (32.0628171648298)  --> STEP: 8 | > loss_disc: 2.5123963356018066 (2.381749451160431) | > loss_disc_real_0: 0.14979048073291779 (0.12201013136655092) | > loss_disc_real_1: 0.15909390151500702 (0.2045527994632721) | > loss_disc_real_2: 0.18796668946743011 (0.17421870306134224) | > loss_disc_real_3: 0.238389253616333 (0.22557823918759823) | > loss_disc_real_4: 0.2546594738960266 (0.2262609638273716) | > loss_disc_real_5: 0.23925548791885376 (0.2201529797166586) | > loss_0: 2.5123963356018066 (2.381749451160431) | > loss_gen: 2.157158374786377 (2.2731561362743378) | > loss_kl: 3.462019205093384 (3.2887333035469055) | > loss_feat: 7.800317764282227 (6.498165726661682) | > loss_mel: 15.064963340759277 (17.476320147514343) | > loss_duration: 2.2420685291290283 (2.3594062626361847) | > loss_1: 30.72652816772461 (31.895781040191654)  --> STEP: 9 | > loss_disc: 2.307608127593994 (2.3735115263197155) | > loss_disc_real_0: 0.14467966556549072 (0.12452896849976645) | > loss_disc_real_1: 0.15475112199783325 (0.19901927974489) | > loss_disc_real_2: 0.13811656832695007 (0.17020735475752088) | > loss_disc_real_3: 0.1759791076183319 (0.22006722456879085) | > loss_disc_real_4: 0.17651942372322083 (0.2207341260380215) | > loss_disc_real_5: 0.226394921541214 (0.22084652880827585) | > loss_0: 2.307608127593994 (2.3735115263197155) | > loss_gen: 2.1132800579071045 (2.2553921275668674) | > loss_kl: 2.982372760772705 (3.254693243238661) | > loss_feat: 9.61919116973877 (6.844946331448025) | > loss_mel: 20.05387306213379 (17.762714915805393) | > loss_duration: 2.135723829269409 (2.3345526589287653) | > loss_1: 36.904441833496094 (32.452298906114365)  --> STEP: 10 | > loss_disc: 2.5939688682556152 (2.3955572605133058) | > loss_disc_real_0: 0.11323188990354538 (0.12339926064014435) | > loss_disc_real_1: 0.2347213178873062 (0.20258948355913162) | > loss_disc_real_2: 0.19487115740776062 (0.17267373502254485) | > loss_disc_real_3: 0.2668960988521576 (0.22475011199712752) | > loss_disc_real_4: 0.2906668186187744 (0.2277273952960968) | > loss_disc_real_5: 0.2955905497074127 (0.22832093089818956) | > loss_0: 2.5939688682556152 (2.3955572605133058) | > loss_gen: 2.3514082431793213 (2.264993739128113) | > loss_kl: 2.208980083465576 (3.1501219272613525) | > loss_feat: 6.666800498962402 (6.827131748199463) | > loss_mel: 17.293676376342773 (17.71581106185913) | > loss_duration: 2.36474871635437 (2.3375722646713255) | > loss_1: 30.88561248779297 (32.295630264282224)  --> STEP: 11 | > loss_disc: 2.4224660396575928 (2.398003513162786) | > loss_disc_real_0: 0.12353920936584473 (0.12341198325157166) | > loss_disc_real_1: 0.2437869906425476 (0.20633471147580582) | > loss_disc_real_2: 0.1652391105890274 (0.17199786007404327) | > loss_disc_real_3: 0.2513018250465393 (0.2271639040925286) | > loss_disc_real_4: 0.19566160440444946 (0.22481232339685614) | > loss_disc_real_5: 0.24920503795146942 (0.23021948608485135) | > loss_0: 2.4224660396575928 (2.398003513162786) | > loss_gen: 2.266596794128418 (2.2651394714008677) | > loss_kl: 3.82717227935791 (3.2116719592701304) | > loss_feat: 5.25720739364624 (6.684411352330988) | > loss_mel: 16.07501983642578 (17.56664822318337) | > loss_duration: 2.5187180042266846 (2.3540400591763584) | > loss_1: 29.944713592529297 (32.08191056685014)  --> STEP: 12 | > loss_disc: 2.430027723312378 (2.400672197341919) | > loss_disc_real_0: 0.20503291487693787 (0.13021372755368552) | > loss_disc_real_1: 0.21630418300628662 (0.20716550077001253) | > loss_disc_real_2: 0.18459421396255493 (0.17304755623141924) | > loss_disc_real_3: 0.22466903924942017 (0.22695599868893623) | > loss_disc_real_4: 0.18573790788650513 (0.22155612210432687) | > loss_disc_real_5: 0.19750064611434937 (0.2274929160873095) | > loss_0: 2.430027723312378 (2.400672197341919) | > loss_gen: 2.2844717502593994 (2.2667504946390786) | > loss_kl: 2.842890977859497 (3.1809402108192444) | > loss_feat: 5.97372579574585 (6.6251875559488935) | > loss_mel: 14.749897956848145 (17.3319190343221) | > loss_duration: 2.260538101196289 (2.346248229344686) | > loss_1: 28.11152458190918 (31.75104506810506)  --> STEP: 13 | > loss_disc: 2.42010235786438 (2.402166825074416) | > loss_disc_real_0: 0.23884502053260803 (0.13856998085975647) | > loss_disc_real_1: 0.22220323979854584 (0.20832224992605355) | > loss_disc_real_2: 0.1710045486688614 (0.17289040180353019) | > loss_disc_real_3: 0.2280203253030777 (0.2270378699669471) | > loss_disc_real_4: 0.1638546586036682 (0.2171175479888916) | > loss_disc_real_5: 0.16492977738380432 (0.22268036695627066) | > loss_0: 2.42010235786438 (2.402166825074416) | > loss_gen: 2.201859474182129 (2.261758877680852) | > loss_kl: 3.0046324729919434 (3.167378077140221) | > loss_feat: 8.386321067810059 (6.760659364553598) | > loss_mel: 17.999670028686523 (17.38328449542706) | > loss_duration: 2.2789766788482666 (2.3410734946911154) | > loss_1: 33.8714599609375 (31.91415390601525)  --> STEP: 14 | > loss_disc: 2.248673439025879 (2.3912030117852345) | > loss_disc_real_0: 0.12659981846809387 (0.137714969260352) | > loss_disc_real_1: 0.09754655510187149 (0.20040970029575483) | > loss_disc_real_2: 0.151560977101326 (0.17136687146765844) | > loss_disc_real_3: 0.19554273784160614 (0.2247882176722799) | > loss_disc_real_4: 0.1699001044034958 (0.21374487344707763) | > loss_disc_real_5: 0.15964683890342712 (0.21817797209535325) | > loss_0: 2.248673439025879 (2.3912030117852345) | > loss_gen: 2.2731990814208984 (2.2625760350908553) | > loss_kl: 3.542921543121338 (3.1942026104245866) | > loss_feat: 8.392998695373535 (6.877255031040737) | > loss_mel: 18.795766830444336 (17.484176090785436) | > loss_duration: 2.431541681289673 (2.3475355080195834) | > loss_1: 35.43642807006836 (32.16574491773333)  --> STEP: 15 | > loss_disc: 2.4738574028015137 (2.396713304519653) | > loss_disc_real_0: 0.11929695308208466 (0.13648710151513418) | > loss_disc_real_1: 0.21470582485198975 (0.2013627752661705) | > loss_disc_real_2: 0.15372256934642792 (0.17019058465957643) | > loss_disc_real_3: 0.20555387437343597 (0.22350592811902364) | > loss_disc_real_4: 0.22092491388320923 (0.21422354280948638) | > loss_disc_real_5: 0.2723601460456848 (0.22179011702537538) | > loss_0: 2.4738574028015137 (2.396713304519653) | > loss_gen: 2.1293065547943115 (2.2536914030710857) | > loss_kl: 3.12237548828125 (3.189414135615031) | > loss_feat: 8.310192108154297 (6.972784169514974) | > loss_mel: 16.726404190063477 (17.433657964070637) | > loss_duration: 2.343552350997925 (2.34726996421814) | > loss_1: 32.631832122802734 (32.19681739807129)  --> STEP: 16 | > loss_disc: 2.622281551361084 (2.4108113199472427) | > loss_disc_real_0: 0.1592743992805481 (0.13791130762547255) | > loss_disc_real_1: 0.28633353114128113 (0.20667344750836492) | > loss_disc_real_2: 0.18954990804195404 (0.17140054237097502) | > loss_disc_real_3: 0.1876654177904129 (0.22126589622348547) | > loss_disc_real_4: 0.21033376455307007 (0.21398043166846037) | > loss_disc_real_5: 0.23472712934017181 (0.22259868029505014) | > loss_0: 2.622281551361084 (2.4108113199472427) | > loss_gen: 1.9524208307266235 (2.2348619922995567) | > loss_kl: 3.072918176651001 (3.182133138179779) | > loss_feat: 4.8039164543151855 (6.837229937314987) | > loss_mel: 10.793569564819336 (17.01865243911743) | > loss_duration: 2.3852484226226807 (2.3496436178684235) | > loss_1: 23.008073806762695 (31.622520923614502)  --> STEP: 17 | > loss_disc: 2.272881507873535 (2.402697801589966) | > loss_disc_real_0: 0.12921717762947083 (0.13739988821394303) | > loss_disc_real_1: 0.13587787747383118 (0.20250900221221588) | > loss_disc_real_2: 0.13809335231781006 (0.16944129589725943) | > loss_disc_real_3: 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(6.878925172906173) | > loss_mel: 14.792819023132324 (16.931782421312835) | > loss_duration: 2.3739099502563477 (2.3544388821250513) | > loss_1: 27.728126525878906 (31.48455137955515)  --> STEP: 20 | > loss_disc: 2.382901668548584 (2.399248921871185) | > loss_disc_real_0: 0.12387284636497498 (0.1368894897401333) | > loss_disc_real_1: 0.18120567500591278 (0.20138147957623004) | > loss_disc_real_2: 0.13110479712486267 (0.17010435760021209) | > loss_disc_real_3: 0.19472207129001617 (0.2107621718198061) | > loss_disc_real_4: 0.2287680059671402 (0.2090062364935875) | > loss_disc_real_5: 0.29067906737327576 (0.2182483360171318) | > loss_0: 2.382901668548584 (2.399248921871185) | > loss_gen: 2.079502820968628 (2.200186938047409) | > loss_kl: 2.496762275695801 (3.082061243057251) | > loss_feat: 6.016809463500977 (6.835819387435913) | > loss_mel: 17.502826690673828 (16.960334634780885) | > loss_duration: 2.2747960090637207 (2.3504567384719848) | > loss_1: 30.370697021484375 (31.42885866165161)  --> STEP: 21 | > loss_disc: 2.586054563522339 (2.4081444286164784) | > loss_disc_real_0: 0.10445590317249298 (0.13534503323691233) | > loss_disc_real_1: 0.2875977158546448 (0.20548701463710695) | > loss_disc_real_2: 0.15786728262901306 (0.1695216397444407) | > loss_disc_real_3: 0.22883708775043488 (0.211622882102217) | > loss_disc_real_4: 0.25147414207458496 (0.21102851771173023) | > loss_disc_real_5: 0.3174666464328766 (0.2229730174655006) | > loss_0: 2.586054563522339 (2.4081444286164784) | > loss_gen: 2.4768598079681396 (2.213361836615063) | > loss_kl: 2.46307373046875 (3.0525856472197033) | > loss_feat: 5.983692169189453 (6.795241900852749) | > loss_mel: 15.832681655883789 (16.906636873881023) | > loss_duration: 2.167081832885742 (2.341724600110735) | > loss_1: 28.923389434814453 (31.309550603230793)  --> STEP: 22 | > loss_disc: 2.5586905479431152 (2.4149874340404165) | > loss_disc_real_0: 0.09858660399913788 (0.1336741955442862) | > loss_disc_real_1: 0.27911511063575745 (0.20883374627340923) | > loss_disc_real_2: 0.15718910098075867 (0.168961069800637) | > loss_disc_real_3: 0.19066275656223297 (0.21067014912312682) | > loss_disc_real_4: 0.24153542518615723 (0.2124151953242042) | > loss_disc_real_5: 0.29643020033836365 (0.226311980323358) | > loss_0: 2.5586905479431152 (2.4149874340404165) | > loss_gen: 2.16770601272583 (2.211286571892825) | > loss_kl: 2.856708526611328 (3.0436821417375044) | > loss_feat: 6.521403789520264 (6.782794713973999) | > loss_mel: 15.656404495239258 (16.849808129397307) | > loss_duration: 2.250598907470703 (2.3375825231725518) | > loss_1: 29.452821731567383 (31.225153836337004)  --> STEP: 23 | > loss_disc: 2.389126777648926 (2.413863057675569) | > loss_disc_real_0: 0.12742164731025696 (0.13340234562106754) | > loss_disc_real_1: 0.14335408806800842 (0.20598680461230484) | > loss_disc_real_2: 0.1627446413040161 (0.1686907903007839) | > loss_disc_real_3: 0.2287510186433792 (0.21145627388487692) | > loss_disc_real_4: 0.20772618055343628 (0.21221132511677948) | > loss_disc_real_5: 0.2606017589569092 (0.2278028402639472) | > loss_0: 2.389126777648926 (2.413863057675569) | > loss_gen: 2.2113094329833984 (2.2112875658532847) | > loss_kl: 2.667117118835449 (3.027309749437415) | > loss_feat: 6.326106071472168 (6.762938686039137) | > loss_mel: 16.495006561279297 (16.83438197426174) | > loss_duration: 2.2842965126037598 (2.3352657401043437) | > loss_1: 29.983835220336914 (31.171183461728305)  --> STEP: 24 | > loss_disc: 2.41213059425354 (2.4137908716996512) | > loss_disc_real_0: 0.2121952772140503 (0.13668538443744183) | > loss_disc_real_1: 0.18629635870456696 (0.2051663693661491) | > loss_disc_real_2: 0.20371384918689728 (0.17015008442103863) | > loss_disc_real_3: 0.21510480344295502 (0.21160829594979683) | > loss_disc_real_4: 0.15951059758663177 (0.21001546146969) | > loss_disc_real_5: 0.14066429436206818 (0.22417206751803556) | > loss_0: 2.41213059425354 (2.4137908716996512) | > loss_gen: 2.1140153408050537 (2.207234556476275) | > loss_kl: 2.569664239883423 (3.008241186539332) | > loss_feat: 7.077296257019043 (6.7760369181633) | > loss_mel: 18.102550506591797 (16.88722232977549) | > loss_duration: 2.414229154586792 (2.3385558823744454) | > loss_1: 32.27775573730469 (31.21729063987732)  --> STEP: 25 | > loss_disc: 2.563514471054077 (2.419779815673828) | > loss_disc_real_0: 0.1749689280986786 (0.1382167261838913) | > loss_disc_real_1: 0.26308903098106384 (0.2074832758307457) | > loss_disc_real_2: 0.12071552127599716 (0.16817270189523698) | > loss_disc_real_3: 0.2011120617389679 (0.21118844658136368) | > loss_disc_real_4: 0.21008232235908508 (0.2100181359052658) | > loss_disc_real_5: 0.21660374104976654 (0.22386933445930482) | > loss_0: 2.563514471054077 (2.419779815673828) | > loss_gen: 2.035564661026001 (2.2003677606582643) | > loss_kl: 2.3687949180603027 (2.982663335800171) | > loss_feat: 8.722735404968262 (6.853904857635498) | > loss_mel: 15.889796257019043 (16.84732528686523) | > loss_duration: 2.405129909515381 (2.341218843460083) | > loss_1: 31.422021865844727 (31.225479888916016)  --> STEP: 26 | > loss_disc: 2.55096173286438 (2.424825274027311) | > loss_disc_real_0: 0.06053793430328369 (0.13522908034232947) | > loss_disc_real_1: 0.16866756975650787 (0.20599036405865961) | > loss_disc_real_2: 0.1537134200334549 (0.1676165756697838) | > loss_disc_real_3: 0.1260412335395813 (0.20791355377206436) | > loss_disc_real_4: 0.15757207572460175 (0.20800097974447104) | > loss_disc_real_5: 0.10907335579395294 (0.21945410451063743) | > loss_0: 2.55096173286438 (2.424825274027311) | > loss_gen: 1.7229468822479248 (2.1820054191809435) | > loss_kl: 2.3602981567382812 (2.9587262135285597) | > loss_feat: 7.604623794555664 (6.882778662901658) | > loss_mel: 16.84038734436035 (16.847058442922737) | > loss_duration: 2.26723575592041 (2.3383733400931725) | > loss_1: 30.795490264892578 (31.208941826453575) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023485055336585413 (-8.572981907771157e-05) | > avg_loss_disc: 2.424825274027311 (-0.04874055202190686) | > avg_loss_disc_real_0: 0.13522908034232947 (-0.028376918859206707) | > avg_loss_disc_real_1: 0.20599036405865961 (+0.014978062361478806) | > avg_loss_disc_real_2: 0.1676165756697838 (-0.03986039385199547) | > avg_loss_disc_real_3: 0.20791355377206436 (-0.05616746928829422) | > avg_loss_disc_real_4: 0.20800097974447104 (-0.01972056810672465) | > avg_loss_disc_real_5: 0.21945410451063743 (-0.03110265101377771) | > avg_loss_0: 2.424825274027311 (-0.04874055202190686) | > avg_loss_gen: 2.1820054191809435 (-0.17396240050976086) | > avg_loss_kl: 2.9587262135285597 (-0.14952191481223487) | > avg_loss_feat: 6.882778662901658 (+0.28843533992767334) | > avg_loss_mel: 16.847058442922737 (-0.5395428217374345) | > avg_loss_duration: 2.3383733400931725 (-0.022464825556828494) | > avg_loss_1: 31.208941826453575 (-0.5970571224506038)  > EPOCH: 768/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:11:38)   --> TIME: 2024-06-12 01:11:42 -- STEP: 9/330 -- GLOBAL_STEP: 341450 | > loss_disc: 2.367047071456909 (2.3240630096859403) | > loss_disc_real_0: 0.10336217284202576 (0.09751935799916585) | > loss_disc_real_1: 0.18633626401424408 (0.18795013427734375) | > loss_disc_real_2: 0.2358599156141281 (0.21720687051614126) | > loss_disc_real_3: 0.24669931828975677 (0.2268813881609175) | > loss_disc_real_4: 0.22360146045684814 (0.2270590215921402) | > loss_disc_real_5: 0.22178451716899872 (0.23271997272968292) | > loss_0: 2.367047071456909 (2.3240630096859403) | > grad_norm_0: tensor(10.3002, device='cuda:0') (tensor(8.4732, device='cuda:0')) | > loss_gen: 2.529017448425293 (2.542763842476739) | > loss_kl: 1.8376717567443848 (1.9386809402041965) | > loss_feat: 6.398653507232666 (6.829257965087891) | > loss_mel: 17.950456619262695 (17.478364520602756) | > loss_duration: 2.1008617877960205 (2.1242193380991616) | > loss_1: 30.81666374206543 (30.913286844889324) | > grad_norm_1: tensor(93.2936, device='cuda:0') (tensor(105.8016, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3437 (0.3669659031762017) | > loader_time: 0.0032 (0.0032265186309814453)  --> TIME: 2024-06-12 01:11:51 -- STEP: 34/330 -- GLOBAL_STEP: 341475 | > loss_disc: 2.4258840084075928 (2.332964862094207) | > loss_disc_real_0: 0.11162601411342621 (0.1040879974470419) | > loss_disc_real_1: 0.19614773988723755 (0.1945524456746438) | > loss_disc_real_2: 0.20081135630607605 (0.20837322578710668) | > loss_disc_real_3: 0.2040872722864151 (0.22379139328704162) | > loss_disc_real_4: 0.2229795604944229 (0.22887484028058894) | > loss_disc_real_5: 0.19325527548789978 (0.22269321627476635) | > loss_0: 2.4258840084075928 (2.332964862094207) | > grad_norm_0: tensor(9.3574, device='cuda:0') (tensor(9.9377, device='cuda:0')) | > loss_gen: 2.505856513977051 (2.5233205977608177) | > loss_kl: 1.9634690284729004 (1.9313077225404627) | > loss_feat: 7.729401588439941 (7.008348128374885) | > loss_mel: 18.368656158447266 (17.444967971128577) | > loss_duration: 2.0057120323181152 (2.023449627792134) | > loss_1: 32.57309341430664 (30.931394072139966) | > grad_norm_1: tensor(83.2499, device='cuda:0') (tensor(136.6596, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3687 (0.36172889961915855) | > loader_time: 0.0037 (0.0033231482786290787)  --> TIME: 2024-06-12 01:12:01 -- STEP: 59/330 -- GLOBAL_STEP: 341500 | > loss_disc: 2.3871567249298096 (2.3653674489360754) | > loss_disc_real_0: 0.12143974006175995 (0.110548221458823) | > loss_disc_real_1: 0.2304212749004364 (0.20014670339681334) | > loss_disc_real_2: 0.21638238430023193 (0.20985012135263217) | > loss_disc_real_3: 0.21947839856147766 (0.22745278629205995) | > loss_disc_real_4: 0.22400082647800446 (0.2308783265998808) | > loss_disc_real_5: 0.22223827242851257 (0.2229039858458406) | > loss_0: 2.3871567249298096 (2.3653674489360754) | > grad_norm_0: tensor(11.0928, device='cuda:0') (tensor(12.1222, device='cuda:0')) | > loss_gen: 2.422698497772217 (2.5002223152225302) | > loss_kl: 2.022606134414673 (1.9407557733988359) | > loss_feat: 7.327383518218994 (7.004867351661294) | > loss_mel: 17.217775344848633 (17.397744857658786) | > loss_duration: 1.9510631561279297 (1.998914148847936) | > loss_1: 30.941526412963867 (30.84250446901483) | > grad_norm_1: tensor(232.0432, device='cuda:0') (tensor(143.3182, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3714 (0.36324333740493) | > loader_time: 0.0035 (0.0034800060724808) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_341500.pth  --> TIME: 2024-06-12 01:12:15 -- STEP: 84/330 -- GLOBAL_STEP: 341525 | > loss_disc: 2.2806897163391113 (2.3682308111871997) | > loss_disc_real_0: 0.08580885827541351 (0.11059062582041536) | > loss_disc_real_1: 0.18806472420692444 (0.19963971827001797) | > loss_disc_real_2: 0.23321747779846191 (0.20979311884868718) | > loss_disc_real_3: 0.2429211288690567 (0.22940622429762567) | > loss_disc_real_4: 0.21083305776119232 (0.232306843180032) | > loss_disc_real_5: 0.1873050183057785 (0.22434340541561446) | > loss_0: 2.2806897163391113 (2.3682308111871997) | > grad_norm_0: tensor(6.9936, device='cuda:0') (tensor(12.0045, device='cuda:0')) | > loss_gen: 2.5374042987823486 (2.493259483859652) | > loss_kl: 2.125459671020508 (1.9680296253590357) | > loss_feat: 6.687478542327881 (7.036875259308586) | > loss_mel: 16.928815841674805 (17.403273162387674) | > loss_duration: 2.0411343574523926 (1.9919434402670182) | > loss_1: 30.320293426513672 (30.893380959828693) | > grad_norm_1: tensor(130.9088, device='cuda:0') (tensor(138.8521, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.367 (0.36724863165900823) | > loader_time: 0.0039 (0.0036349580401466007)  --> TIME: 2024-06-12 01:12:24 -- STEP: 109/330 -- GLOBAL_STEP: 341550 | > loss_disc: 2.3118042945861816 (2.36646952760329) | > loss_disc_real_0: 0.1404687464237213 (0.11147683811023695) | > loss_disc_real_1: 0.2350873053073883 (0.2001574926693505) | > loss_disc_real_2: 0.19058336317539215 (0.21109217952150822) | > loss_disc_real_3: 0.19595327973365784 (0.2291618297132877) | > loss_disc_real_4: 0.23747898638248444 (0.23187036046741205) | > loss_disc_real_5: 0.21057087182998657 (0.223639973396555) | > loss_0: 2.3118042945861816 (2.36646952760329) | > grad_norm_0: tensor(5.1846, device='cuda:0') (tensor(11.7962, device='cuda:0')) | > loss_gen: 2.486025333404541 (2.4912496334915843) | > loss_kl: 2.0980162620544434 (1.9788463925002913) | > loss_feat: 6.862367630004883 (7.021244622151785) | > loss_mel: 17.472471237182617 (17.35569814804498) | > loss_duration: 1.9436609745025635 (1.992814300257132) | > loss_1: 30.86254119873047 (30.839853024263995) | > grad_norm_1: tensor(73.3042, device='cuda:0') (tensor(152.6786, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3672 (0.3705935893802468) | > loader_time: 0.0044 (0.003751590711261154)  --> TIME: 2024-06-12 01:12:34 -- STEP: 134/330 -- GLOBAL_STEP: 341575 | > loss_disc: 2.4045329093933105 (2.3671121757421925) | > loss_disc_real_0: 0.14786073565483093 (0.11248225841059614) | > loss_disc_real_1: 0.2009103149175644 (0.19967964213730685) | > loss_disc_real_2: 0.226227268576622 (0.21170355779911154) | > loss_disc_real_3: 0.24315962195396423 (0.22930059526393662) | > loss_disc_real_4: 0.23418064415454865 (0.2310908893818286) | > loss_disc_real_5: 0.23442845046520233 (0.22288096596055956) | > loss_0: 2.4045329093933105 (2.3671121757421925) | > grad_norm_0: tensor(14.7574, device='cuda:0') (tensor(11.6873, device='cuda:0')) | > loss_gen: 2.463798999786377 (2.4861758858410266) | > loss_kl: 2.1130619049072266 (1.9884106863790483) | > loss_feat: 7.08474588394165 (7.0181334481310484) | > loss_mel: 16.851032257080078 (17.35529803518039) | > loss_duration: 2.0048789978027344 (1.9966876595767575) | > loss_1: 30.51751708984375 (30.844705652834765) | > grad_norm_1: tensor(255.9159, device='cuda:0') (tensor(155.1218, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.379 (0.3716213507438774) | > loader_time: 0.0041 (0.0038148609559927413)  --> TIME: 2024-06-12 01:12:44 -- STEP: 159/330 -- GLOBAL_STEP: 341600 | > loss_disc: 2.348126173019409 (2.363787829501074) | > loss_disc_real_0: 0.14932474493980408 (0.1131881335340206) | > loss_disc_real_1: 0.21257522702217102 (0.1985756116655638) | > loss_disc_real_2: 0.22892619669437408 (0.21157886837638396) | > loss_disc_real_3: 0.2234371304512024 (0.22927552902098722) | > loss_disc_real_4: 0.21039479970932007 (0.230907862759986) | > loss_disc_real_5: 0.1873035728931427 (0.22266515152259442) | > loss_0: 2.348126173019409 (2.363787829501074) | > grad_norm_0: tensor(33.3110, device='cuda:0') (tensor(12.6320, device='cuda:0')) | > loss_gen: 2.50840425491333 (2.487266661985864) | > loss_kl: 2.0938117504119873 (1.9969074531171307) | > loss_feat: 6.892216205596924 (7.030553778762338) | > loss_mel: 17.062397003173828 (17.359483137070757) | > loss_duration: 2.032536029815674 (1.9997903400996946) | > loss_1: 30.58936309814453 (30.874001305058318) | > grad_norm_1: tensor(334.8256, device='cuda:0') (tensor(170.5909, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3762 (0.3733411854917898) | > loader_time: 0.0039 (0.003868938242114565)  --> TIME: 2024-06-12 01:12:54 -- STEP: 184/330 -- GLOBAL_STEP: 341625 | > loss_disc: 2.4606823921203613 (2.3636074791783876) | > loss_disc_real_0: 0.1273687332868576 (0.11410601161744284) | > loss_disc_real_1: 0.2212095707654953 (0.19930567276542605) | > loss_disc_real_2: 0.2554500102996826 (0.21153592204918029) | > loss_disc_real_3: 0.2554994821548462 (0.22915603771157886) | > loss_disc_real_4: 0.2744305729866028 (0.2308473111656697) | > loss_disc_real_5: 0.2824130356311798 (0.22275033058679622) | > loss_0: 2.4606823921203613 (2.3636074791783876) | > grad_norm_0: tensor(16.6510, device='cuda:0') (tensor(14.7864, device='cuda:0')) | > loss_gen: 2.731348752975464 (2.4941933323507706) | > loss_kl: 2.162139654159546 (2.0033340194950924) | > loss_feat: 6.365632057189941 (7.0249070576999495) | > loss_mel: 16.49970054626465 (17.327170356460236) | > loss_duration: 2.051863193511963 (2.0063424894343247) | > loss_1: 29.810684204101562 (30.85594716279403) | > grad_norm_1: tensor(397.4870, device='cuda:0') (tensor(195.5206, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3938 (0.3754417999931004) | > loader_time: 0.0053 (0.003983679025069527)  --> TIME: 2024-06-12 01:13:04 -- STEP: 209/330 -- GLOBAL_STEP: 341650 | > loss_disc: 2.2372679710388184 (2.3630692103262727) | > loss_disc_real_0: 0.12048143148422241 (0.11496517274297025) | > loss_disc_real_1: 0.2129160314798355 (0.19950681625370778) | > loss_disc_real_2: 0.20209556818008423 (0.21150012570990326) | > loss_disc_real_3: 0.2301458865404129 (0.22923733051598927) | > loss_disc_real_4: 0.20341187715530396 (0.23078155809897555) | > loss_disc_real_5: 0.1822817325592041 (0.22152767576384202) | > loss_0: 2.2372679710388184 (2.3630692103262727) | > grad_norm_0: tensor(10.3997, device='cuda:0') (tensor(17.0237, device='cuda:0')) | > loss_gen: 2.7170164585113525 (2.500859903947017) | > loss_kl: 2.1330130100250244 (2.0089364987241) | > loss_feat: 6.984799385070801 (7.035937585328755) | > loss_mel: 16.96114730834961 (17.30397098942807) | > loss_duration: 2.092426300048828 (2.0147623348464223) | > loss_1: 30.888402938842773 (30.864467255806808) | > grad_norm_1: tensor(853.9810, device='cuda:0') (tensor(227.1166, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.3969 (0.37812117070102236) | > loader_time: 0.005 (0.004102655575035861)  --> TIME: 2024-06-12 01:13:14 -- STEP: 234/330 -- GLOBAL_STEP: 341675 | > loss_disc: 2.4288294315338135 (2.3627533515294403) | > loss_disc_real_0: 0.14840397238731384 (0.11622695460851885) | > loss_disc_real_1: 0.24391032755374908 (0.19950072919456371) | > loss_disc_real_2: 0.22191278636455536 (0.21164094618497747) | > loss_disc_real_3: 0.21665088832378387 (0.22924912771862796) | > loss_disc_real_4: 0.2233590930700302 (0.23092368659045961) | > loss_disc_real_5: 0.255373477935791 (0.22076703729028377) | > loss_0: 2.4288294315338135 (2.3627533515294403) | > grad_norm_0: tensor(28.5346, device='cuda:0') (tensor(19.7462, device='cuda:0')) | > loss_gen: 2.529252529144287 (2.504414600184839) | > loss_kl: 2.01712703704834 (2.01644559497507) | > loss_feat: 7.29072380065918 (7.0341036931062355) | > loss_mel: 16.001331329345703 (17.283044191507194) | > loss_duration: 2.086735248565674 (2.0234602878236365) | > loss_1: 29.925168991088867 (30.861468339577698) | > grad_norm_1: tensor(512.9623, device='cuda:0') (tensor(251.3185, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.4267 (0.3814271637517163) | > loader_time: 0.005 (0.004208887744153666)  --> TIME: 2024-06-12 01:13:25 -- STEP: 259/330 -- GLOBAL_STEP: 341700 | > loss_disc: 2.4805922508239746 (2.3640312605382863) | > loss_disc_real_0: 0.11415005475282669 (0.11678748291604307) | > loss_disc_real_1: 0.2547307312488556 (0.19945425220898222) | > loss_disc_real_2: 0.20287832617759705 (0.2116183902075852) | > loss_disc_real_3: 0.2602756917476654 (0.22892649920520636) | > loss_disc_real_4: 0.2420758605003357 (0.23063465118638338) | > loss_disc_real_5: 0.23629352450370789 (0.22122338776652878) | > loss_0: 2.4805922508239746 (2.3640312605382863) | > grad_norm_0: tensor(14.1788, device='cuda:0') (tensor(19.9548, device='cuda:0')) | > loss_gen: 2.458649158477783 (2.4975229460300157) | > loss_kl: 2.1374659538269043 (2.0219196605866445) | > loss_feat: 7.191802501678467 (7.032139873872853) | > loss_mel: 16.586956024169922 (17.22733971879289) | > loss_duration: 2.1323318481445312 (2.0314150800115804) | > loss_1: 30.507205963134766 (30.810337265485963) | > grad_norm_1: tensor(423.0609, device='cuda:0') (tensor(260.0682, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.4245 (0.38602546743444494) | > loader_time: 0.0055 (0.004330656243107033)  --> TIME: 2024-06-12 01:13:37 -- STEP: 284/330 -- GLOBAL_STEP: 341725 | > loss_disc: 2.2906816005706787 (2.3656699758180433) | > loss_disc_real_0: 0.11316300183534622 (0.11858152074765571) | > loss_disc_real_1: 0.15744377672672272 (0.19938626061652748) | > loss_disc_real_2: 0.2230716496706009 (0.21147159528984144) | > loss_disc_real_3: 0.20819345116615295 (0.22882797506073832) | > loss_disc_real_4: 0.21185845136642456 (0.23057341879942048) | > loss_disc_real_5: 0.2058795839548111 (0.22104366580155535) | > loss_0: 2.2906816005706787 (2.3656699758180433) | > grad_norm_0: tensor(43.2304, device='cuda:0') (tensor(21.6445, device='cuda:0')) | > loss_gen: 2.527287006378174 (2.493464770451397) | > loss_kl: 1.9852287769317627 (2.027066564056232) | > loss_feat: 7.429086208343506 (7.026269509758748) | > loss_mel: 16.050992965698242 (17.170738569447696) | > loss_duration: 2.150311231613159 (2.0411329399531986) | > loss_1: 30.142906188964844 (30.758672351568517) | > grad_norm_1: tensor(695.3219, device='cuda:0') (tensor(277.0713, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.4513 (0.39119748246501873) | > loader_time: 0.0065 (0.004500380704100702)  --> TIME: 2024-06-12 01:13:49 -- STEP: 309/330 -- GLOBAL_STEP: 341750 | > loss_disc: 2.3761377334594727 (2.3706667191773945) | > loss_disc_real_0: 0.06668922305107117 (0.11988149032382518) | > loss_disc_real_1: 0.17996148765087128 (0.19996393532236031) | > loss_disc_real_2: 0.20912466943264008 (0.21165482333370003) | > loss_disc_real_3: 0.20944246649742126 (0.22922345118229442) | > loss_disc_real_4: 0.2089586853981018 (0.23112395873540428) | > loss_disc_real_5: 0.24266654253005981 (0.22099720144156113) | > loss_0: 2.3761377334594727 (2.3706667191773945) | > grad_norm_0: tensor(56.5555, device='cuda:0') (tensor(23.8508, device='cuda:0')) | > loss_gen: 2.541787624359131 (2.4949547264568226) | > loss_kl: 2.0589985847473145 (2.0316663039154967) | > loss_feat: 8.47995376586914 (7.045207059113339) | > loss_mel: 16.543048858642578 (17.124083235040064) | > loss_duration: 2.2198774814605713 (2.0528445864958274) | > loss_1: 31.843666076660156 (30.748755884016216) | > grad_norm_1: tensor(755.0632, device='cuda:0') (tensor(298.0811, device='cuda:0')) | > current_lr_0: 0.00018169171296933244 | > current_lr_1: 0.00018169171296933244 | > step_time: 0.49 (0.39810803175744125) | > loader_time: 0.0079 (0.004704448397491355)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6590096950531006 (2.6590096950531006) | > loss_disc_real_0: 0.14040550589561462 (0.14040550589561462) | > loss_disc_real_1: 0.1999974399805069 (0.1999974399805069) | > loss_disc_real_2: 0.23877963423728943 (0.23877963423728943) | > loss_disc_real_3: 0.29858022928237915 (0.29858022928237915) | > loss_disc_real_4: 0.2963968813419342 (0.2963968813419342) | > loss_disc_real_5: 0.25150278210639954 (0.25150278210639954) | > loss_0: 2.6590096950531006 (2.6590096950531006) | > loss_gen: 2.1466617584228516 (2.1466617584228516) | > loss_kl: 2.2152116298675537 (2.2152116298675537) | > loss_feat: 4.963229656219482 (4.963229656219482) | > loss_mel: 15.667001724243164 (15.667001724243164) | > loss_duration: 3.020529270172119 (3.020529270172119) | > loss_1: 28.01263427734375 (28.01263427734375)  --> STEP: 1 | > loss_disc: 2.15787935256958 (2.15787935256958) | > loss_disc_real_0: 0.07566923648118973 (0.07566923648118973) | > loss_disc_real_1: 0.14424312114715576 (0.14424312114715576) | > loss_disc_real_2: 0.16187196969985962 (0.16187196969985962) | > loss_disc_real_3: 0.209350124001503 (0.209350124001503) | > loss_disc_real_4: 0.28192585706710815 (0.28192585706710815) | > loss_disc_real_5: 0.16943411529064178 (0.16943411529064178) | > loss_0: 2.15787935256958 (2.15787935256958) | > loss_gen: 2.382906436920166 (2.382906436920166) | > loss_kl: 3.9219563007354736 (3.9219563007354736) | > loss_feat: 7.195774078369141 (7.195774078369141) | > loss_mel: 19.04592514038086 (19.04592514038086) | > loss_duration: 2.4643402099609375 (2.4643402099609375) | > loss_1: 35.010902404785156 (35.010902404785156)  --> STEP: 2 | > loss_disc: 2.4988532066345215 (2.328366279602051) | > loss_disc_real_0: 0.20038560032844543 (0.13802741840481758) | > loss_disc_real_1: 0.2380158007144928 (0.19112946093082428) | > loss_disc_real_2: 0.23583664000034332 (0.19885430485010147) | > loss_disc_real_3: 0.29118940234184265 (0.2502697631716728) | > loss_disc_real_4: 0.28330039978027344 (0.2826131284236908) | > loss_disc_real_5: 0.24409803748130798 (0.20676607638597488) | > loss_0: 2.4988532066345215 (2.328366279602051) | > loss_gen: 2.4589004516601562 (2.420903444290161) | > loss_kl: 3.2037341594696045 (3.562845230102539) | > loss_feat: 4.540644645690918 (5.868209362030029) | > loss_mel: 17.27339744567871 (18.159661293029785) | > loss_duration: 2.436124324798584 (2.4502322673797607) | > loss_1: 29.91280174255371 (32.461852073669434)  --> STEP: 3 | > loss_disc: 2.180683135986328 (2.2791385650634766) | > loss_disc_real_0: 0.09670718759298325 (0.12425400813420613) | > loss_disc_real_1: 0.10383689403533936 (0.16203193863232931) | > loss_disc_real_2: 0.23878203332424164 (0.21216354767481485) | > loss_disc_real_3: 0.2911311984062195 (0.26389024158318836) | > loss_disc_real_4: 0.3089272379875183 (0.2913844982783) | > loss_disc_real_5: 0.25198042392730713 (0.22183752556641897) | > loss_0: 2.180683135986328 (2.2791385650634766) | > loss_gen: 2.663242816925049 (2.501683235168457) | > loss_kl: 2.582811117172241 (3.2361671924591064) | > loss_feat: 7.654543399810791 (6.463654041290283) | > loss_mel: 17.141359329223633 (17.820227305094402) | > loss_duration: 2.384303092956543 (2.428255875905355) | > loss_1: 32.4262580871582 (32.44998741149902)  --> STEP: 4 | > loss_disc: 2.3620822429656982 (2.299874484539032) | > loss_disc_real_0: 0.11788076907396317 (0.1226606983691454) | > loss_disc_real_1: 0.17660833895206451 (0.1656760387122631) | > loss_disc_real_2: 0.24968396127223969 (0.22154365107417107) | > loss_disc_real_3: 0.2496931552886963 (0.26034097000956535) | > loss_disc_real_4: 0.25000011920928955 (0.28103840351104736) | > loss_disc_real_5: 0.28327810764312744 (0.23719767108559608) | > loss_0: 2.3620822429656982 (2.299874484539032) | > loss_gen: 2.513563871383667 (2.5046533942222595) | > loss_kl: 3.367255449295044 (3.268939256668091) | > loss_feat: 7.196422100067139 (6.646846055984497) | > loss_mel: 16.873029708862305 (17.583427906036377) | > loss_duration: 2.3918914794921875 (2.419164776802063) | > loss_1: 32.3421630859375 (32.42303133010864)  --> STEP: 5 | > loss_disc: 2.397367000579834 (2.3193729877471925) | > loss_disc_real_0: 0.21525941789150238 (0.14118044227361679) | > loss_disc_real_1: 0.17112137377262115 (0.16676510572433473) | > loss_disc_real_2: 0.2597748339176178 (0.2291898876428604) | > loss_disc_real_3: 0.3014371693134308 (0.26856020987033846) | > loss_disc_real_4: 0.22014237940311432 (0.26885919868946073) | > loss_disc_real_5: 0.2018509954214096 (0.23012833595275878) | > loss_0: 2.397367000579834 (2.3193729877471925) | > loss_gen: 2.5586862564086914 (2.515459966659546) | > loss_kl: 2.6589200496673584 (3.1469354152679445) | > loss_feat: 5.8099541664123535 (6.479467678070068) | > loss_mel: 17.697969436645508 (17.606336212158205) | > loss_duration: 2.4058573246002197 (2.4165032863616944) | > loss_1: 31.131385803222656 (32.16470222473144)  --> STEP: 6 | > loss_disc: 2.7100038528442383 (2.384478131930033) | > loss_disc_real_0: 0.14895743131637573 (0.14247660711407661) | > loss_disc_real_1: 0.2662038803100586 (0.18333823482195535) | > loss_disc_real_2: 0.3441094160079956 (0.24834314237038294) | > loss_disc_real_3: 0.3372882902622223 (0.28001488993565243) | > loss_disc_real_4: 0.2818569540977478 (0.2710254912575086) | > loss_disc_real_5: 0.27145814895629883 (0.23701663812001547) | > loss_0: 2.7100038528442383 (2.384478131930033) | > loss_gen: 2.3901164531707764 (2.4945693810780845) | > loss_kl: 2.8105432987213135 (3.0908700625101724) | > loss_feat: 3.870241403579712 (6.044596632321675) | > loss_mel: 14.983013153076172 (17.1691157023112) | > loss_duration: 2.214597225189209 (2.3828522761662803) | > loss_1: 26.268510818481445 (31.182003657023113)  --> STEP: 7 | > loss_disc: 2.336090564727783 (2.377565622329712) | > loss_disc_real_0: 0.18872113525867462 (0.14908296827759063) | > loss_disc_real_1: 0.14812393486499786 (0.17830762054239) | > loss_disc_real_2: 0.25982001423835754 (0.24998269549437932) | > loss_disc_real_3: 0.2571030855178833 (0.27674177501882824) | > loss_disc_real_4: 0.2511923313140869 (0.2681921826941626) | > loss_disc_real_5: 0.2635538578033447 (0.24080766950334823) | > loss_0: 2.336090564727783 (2.377565622329712) | > loss_gen: 2.7174079418182373 (2.5264034611838206) | > loss_kl: 3.978870153427124 (3.2177272183554515) | > loss_feat: 7.339300632476807 (6.229554346629551) | > loss_mel: 17.022851943969727 (17.14822087969099) | > loss_duration: 2.5382509231567383 (2.4050520828792026) | > loss_1: 33.5966796875 (31.52695737566267)  --> STEP: 8 | > loss_disc: 2.263043165206909 (2.3632503151893616) | > loss_disc_real_0: 0.12762752175331116 (0.14640103746205568) | > loss_disc_real_1: 0.14366526901721954 (0.1739773266017437) | > loss_disc_real_2: 0.18947063386440277 (0.24241868779063225) | > loss_disc_real_3: 0.2540540397167206 (0.2739058081060648) | > loss_disc_real_4: 0.20147795975208282 (0.25985290482640266) | > loss_disc_real_5: 0.13677270710468292 (0.22780329920351505) | > loss_0: 2.263043165206909 (2.3632503151893616) | > loss_gen: 2.2778983116149902 (2.4953403174877167) | > loss_kl: 3.4526760578155518 (3.247095823287964) | > loss_feat: 9.942277908325195 (6.693644791841507) | > loss_mel: 19.207286834716797 (17.405604124069214) | > loss_duration: 2.254502058029175 (2.386233329772949) | > loss_1: 37.134639739990234 (32.22791767120361)  --> STEP: 9 | > loss_disc: 2.6140670776367188 (2.391118844350179) | > loss_disc_real_0: 0.23990675806999207 (0.15679056197404861) | > loss_disc_real_1: 0.24450348317623138 (0.1818135662211312) | > loss_disc_real_2: 0.31364327669143677 (0.2503325310018327) | > loss_disc_real_3: 0.2956012189388275 (0.2763164093097051) | > loss_disc_real_4: 0.3277944326400757 (0.26740196347236633) | > loss_disc_real_5: 0.244317427277565 (0.22963820232285392) | > loss_0: 2.6140670776367188 (2.391118844350179) | > loss_gen: 2.708031415939331 (2.5189726617601185) | > loss_kl: 2.6890785694122314 (3.1850939061906605) | > loss_feat: 7.070570468902588 (6.735525422626072) | > loss_mel: 19.021690368652344 (17.585169262356228) | > loss_duration: 2.2166967391967773 (2.367395930820041) | > loss_1: 33.7060661315918 (32.39215638902452)  --> STEP: 10 | > loss_disc: 2.4530887603759766 (2.397315835952759) | > loss_disc_real_0: 0.1379597783088684 (0.1549074836075306) | > loss_disc_real_1: 0.23225079476833344 (0.18685728907585145) | > loss_disc_real_2: 0.18722686171531677 (0.24402196407318116) | > loss_disc_real_3: 0.2456165999174118 (0.27324642837047575) | > loss_disc_real_4: 0.24388596415519714 (0.2650503635406494) | > loss_disc_real_5: 0.264499306678772 (0.23312431275844575) | > loss_0: 2.4530887603759766 (2.397315835952759) | > loss_gen: 2.400604486465454 (2.507135844230652) | > loss_kl: 2.9767234325408936 (3.1642568588256834) | > loss_feat: 4.4489970207214355 (6.506872582435608) | > loss_mel: 12.604734420776367 (17.087125778198242) | > loss_duration: 2.3891353607177734 (2.3695698738098145) | > loss_1: 24.820194244384766 (31.634960174560547)  --> STEP: 11 | > loss_disc: 2.568948984146118 (2.4129188494248823) | > loss_disc_real_0: 0.14957790076732635 (0.15442297607660294) | > loss_disc_real_1: 0.2555645704269409 (0.19310340556231412) | > loss_disc_real_2: 0.28152522444725037 (0.2474313513799147) | > loss_disc_real_3: 0.29289311170578003 (0.27503249049186707) | > loss_disc_real_4: 0.40900176763534546 (0.2781368548219854) | > loss_disc_real_5: 0.3344494104385376 (0.24233568527481772) | > loss_0: 2.568948984146118 (2.4129188494248823) | > loss_gen: 2.910104990005493 (2.5437694029374556) | > loss_kl: 3.6520655155181885 (3.208603100343184) | > loss_feat: 6.204550743103027 (6.479388778859919) | > loss_mel: 16.590818405151367 (17.04200692610307) | > loss_duration: 2.55405855178833 (2.3863415718078613) | > loss_1: 31.911596298217773 (31.66010891307484)  --> STEP: 12 | > loss_disc: 2.287435293197632 (2.402461886405945) | > loss_disc_real_0: 0.1036577969789505 (0.1501925444851319) | > loss_disc_real_1: 0.12823008000850677 (0.18769729509949684) | > loss_disc_real_2: 0.21437832713127136 (0.24467693269252777) | > loss_disc_real_3: 0.29827624559402466 (0.27696947008371353) | > loss_disc_real_4: 0.24302132427692413 (0.27521056060989696) | > loss_disc_real_5: 0.27537959814071655 (0.2450893446803093) | > loss_0: 2.287435293197632 (2.402461886405945) | > loss_gen: 2.6110422611236572 (2.5493754744529724) | > loss_kl: 3.0280489921569824 (3.1935569246610007) | > loss_feat: 6.759886264801025 (6.502763569355011) | > loss_mel: 17.363670349121094 (17.068812211354572) | > loss_duration: 2.238342761993408 (2.3740083376566568) | > loss_1: 32.00099182128906 (31.688515822092693)  --> STEP: 13 | > loss_disc: 2.5943281650543213 (2.4172208309173584) | > loss_disc_real_0: 0.23560121655464172 (0.15676244233663267) | > loss_disc_real_1: 0.25086522102355957 (0.19255636632442474) | > loss_disc_real_2: 0.31486520171165466 (0.2500760303093837) | > loss_disc_real_3: 0.25632959604263306 (0.2753817874651689) | > loss_disc_real_4: 0.2587834298610687 (0.27394693516767943) | > loss_disc_real_5: 0.21433354914188385 (0.24272351425427657) | > loss_0: 2.5943281650543213 (2.4172208309173584) | > loss_gen: 2.5815017223358154 (2.5518467242901144) | > loss_kl: 3.2863473892211914 (3.200694652704092) | > loss_feat: 5.641573429107666 (6.436518173951369) | > loss_mel: 13.03692626953125 (16.758667138906624) | > loss_duration: 2.2594118118286133 (2.365193220285269) | > loss_1: 26.80575942993164 (31.312919176541843)  --> STEP: 14 | > loss_disc: 2.34378981590271 (2.411975758416312) | > loss_disc_real_0: 0.10519027709960938 (0.15307871624827385) | > loss_disc_real_1: 0.1628625988960266 (0.19043538293668202) | > loss_disc_real_2: 0.21406543254852295 (0.24750384475503648) | > loss_disc_real_3: 0.28327468037605286 (0.27594556553023203) | > loss_disc_real_4: 0.32773256301879883 (0.27778876572847366) | > loss_disc_real_5: 0.2359091192483902 (0.2422367717538561) | > loss_0: 2.34378981590271 (2.411975758416312) | > loss_gen: 2.5975475311279297 (2.5551110676356723) | > loss_kl: 3.80393648147583 (3.2437833547592163) | > loss_feat: 7.413637638092041 (6.506312421389988) | > loss_mel: 20.1198673248291 (16.998752866472515) | > loss_duration: 2.4649529457092285 (2.372318914958409) | > loss_1: 36.39994430541992 (31.676278114318848)  --> STEP: 15 | > loss_disc: 2.3391692638397217 (2.407121992111206) | > loss_disc_real_0: 0.07235006988048553 (0.1476968064904213) | > loss_disc_real_1: 0.21610890328884125 (0.1921469509601593) | > loss_disc_real_2: 0.24116353690624237 (0.2470811575651169) | > loss_disc_real_3: 0.3111468553543091 (0.2782923181851705) | > loss_disc_real_4: 0.2425466775894165 (0.27543929318586985) | > loss_disc_real_5: 0.2334098368883133 (0.2416483094294866) | > loss_0: 2.3391692638397217 (2.407121992111206) | > loss_gen: 2.4595468044281006 (2.5487401167551678) | > loss_kl: 2.9277820587158203 (3.2227166016896565) | > loss_feat: 6.885825157165527 (6.531613270441691) | > loss_mel: 19.23638916015625 (17.147928619384764) | > loss_duration: 2.3948049545288086 (2.3738179842631024) | > loss_1: 33.90434646606445 (31.82481600443522)  --> STEP: 16 | > loss_disc: 2.7175180912017822 (2.426521748304367) | > loss_disc_real_0: 0.2655981779098511 (0.15506564220413566) | > loss_disc_real_1: 0.4177711606025696 (0.20624846406280994) | > loss_disc_real_2: 0.21028943359851837 (0.24478167481720448) | > loss_disc_real_3: 0.31202661991119385 (0.28040071204304695) | > loss_disc_real_4: 0.28034549951553345 (0.2757459310814738) | > loss_disc_real_5: 0.25167393684387207 (0.24227491114288568) | > loss_0: 2.7175180912017822 (2.426521748304367) | > loss_gen: 2.652712345123291 (2.5552383810281754) | > loss_kl: 2.363180637359619 (3.1689956039190292) | > loss_feat: 6.544608116149902 (6.532425448298454) | > loss_mel: 16.204021453857422 (17.088934421539307) | > loss_duration: 2.4227294921875 (2.376874953508377) | > loss_1: 30.187252044677734 (31.72246825695038)  --> STEP: 17 | > loss_disc: 2.5338406562805176 (2.4328346252441406) | > loss_disc_real_0: 0.2249574363231659 (0.15917692421113744) | > loss_disc_real_1: 0.23117686808109283 (0.20771484076976776) | > loss_disc_real_2: 0.2513699233531952 (0.24516921884873333) | > loss_disc_real_3: 0.3314819931983948 (0.28340549328747916) | > loss_disc_real_4: 0.3350096344947815 (0.27923203128225665) | > loss_disc_real_5: 0.3383690118789673 (0.24792750530383167) | > loss_0: 2.5338406562805176 (2.4328346252441406) | > loss_gen: 2.8849050998687744 (2.5746305409599755) | > loss_kl: 2.55118989944458 (3.1326540918911205) | > loss_feat: 5.462282657623291 (6.469475872376385) | > loss_mel: 16.794944763183594 (17.071640912224264) | > loss_duration: 2.522286891937256 (2.38542859694537) | > loss_1: 30.21561050415039 (31.633829565609204)  --> STEP: 18 | > loss_disc: 2.2689669132232666 (2.4237308634652033) | > loss_disc_real_0: 0.1475115716457367 (0.15852884906861517) | > loss_disc_real_1: 0.14193612337112427 (0.20406046758095422) | > loss_disc_real_2: 0.1693899929523468 (0.24095926185448965) | > loss_disc_real_3: 0.24013248085975647 (0.2810014370414946) | > loss_disc_real_4: 0.2855006456375122 (0.2795802876353264) | > loss_disc_real_5: 0.2078953981399536 (0.24570349935028288) | > loss_0: 2.2689669132232666 (2.4237308634652033) | > loss_gen: 2.4510884284973145 (2.5677670902676053) | > loss_kl: 3.1786539554595947 (3.135209639867147) | > loss_feat: 8.454907417297363 (6.579777624871996) | > loss_mel: 19.126008987426758 (17.185772471957737) | > loss_duration: 2.26265811920166 (2.3786080148484974) | > loss_1: 35.47331619262695 (31.8471343782213)  --> STEP: 19 | > loss_disc: 2.5715126991271973 (2.4315088548158346) | > loss_disc_real_0: 0.12616965174674988 (0.15682573342009595) | > loss_disc_real_1: 0.18259038031101227 (0.2029304629877994) | > loss_disc_real_2: 0.2521737813949585 (0.24154949972504064) | > loss_disc_real_3: 0.26223424077033997 (0.28001368986932856) | > loss_disc_real_4: 0.3861124813556671 (0.28518724519955485) | > loss_disc_real_5: 0.3470897078514099 (0.2510396155871843) | > loss_0: 2.5715126991271973 (2.4315088548158346) | > loss_gen: 2.5116331577301025 (2.5648126727656315) | > loss_kl: 2.523287773132324 (3.103003225828472) | > loss_feat: 5.735235214233398 (6.5353280243120695) | > loss_mel: 16.631513595581055 (17.156600952148438) | > loss_duration: 2.3981986045837402 (2.379639098518773) | > loss_1: 29.799869537353516 (31.739383597122995)  --> STEP: 20 | > loss_disc: 2.2783994674682617 (2.4238533854484556) | > loss_disc_real_0: 0.1061534732580185 (0.15429212041199208) | > loss_disc_real_1: 0.19547297060489655 (0.20255758836865426) | > loss_disc_real_2: 0.22255557775497437 (0.24059980362653732) | > loss_disc_real_3: 0.23163104057312012 (0.2775945574045181) | > loss_disc_real_4: 0.21058818697929382 (0.28145729228854177) | > loss_disc_real_5: 0.21699383854866028 (0.2493373267352581) | > loss_0: 2.2783994674682617 (2.4238533854484556) | > loss_gen: 2.384132146835327 (2.555778646469116) | > loss_kl: 2.465951681137085 (3.0711506485939024) | > loss_feat: 5.760183811187744 (6.496570813655853) | > loss_mel: 16.0612850189209 (17.10183515548706) | > loss_duration: 2.2807984352111816 (2.3746970653533936) | > loss_1: 28.952350616455078 (31.6000319480896)  --> STEP: 21 | > loss_disc: 2.488516330718994 (2.4269325733184814) | > loss_disc_real_0: 0.2176242172718048 (0.15730793454817363) | > loss_disc_real_1: 0.25027355551719666 (0.2048297772804896) | > loss_disc_real_2: 0.2477472573518753 (0.24094015856583914) | > loss_disc_real_3: 0.21278442442417145 (0.2745083605959302) | > loss_disc_real_4: 0.29689931869506836 (0.2821926268793288) | > loss_disc_real_5: 0.21873529255390167 (0.24788008701233638) | > loss_0: 2.488516330718994 (2.4269325733184814) | > loss_gen: 2.4695870876312256 (2.5516742865244546) | > loss_kl: 2.3268871307373047 (3.0357095286959694) | > loss_feat: 4.8345818519592285 (6.41742848214649) | > loss_mel: 17.06249237060547 (17.09996168954032) | > loss_duration: 2.152644634246826 (2.364123140062605) | > loss_1: 28.846193313598633 (31.4688967750186)  --> STEP: 22 | > loss_disc: 2.388237237930298 (2.4251736944372) | > loss_disc_real_0: 0.1356905996799469 (0.1563253284177997) | > loss_disc_real_1: 0.2362893521785736 (0.20625975795767523) | > loss_disc_real_2: 0.2221345454454422 (0.24008535796945746) | > loss_disc_real_3: 0.2453792244195938 (0.27318430895155127) | > loss_disc_real_4: 0.32402634620666504 (0.28409415957602585) | > loss_disc_real_5: 0.3188774585723877 (0.251107240265066) | > loss_0: 2.388237237930298 (2.4251736944372) | > loss_gen: 2.6854400634765625 (2.557754549113187) | > loss_kl: 2.192563772201538 (2.997384721582586) | > loss_feat: 6.932480812072754 (6.440839951688593) | > loss_mel: 17.134410858154297 (17.101527560840953) | > loss_duration: 2.211198091506958 (2.3571720014918935) | > loss_1: 31.156095504760742 (31.454678535461426)  --> STEP: 23 | > loss_disc: 2.6686267852783203 (2.4357586114302925) | > loss_disc_real_0: 0.16795210540294647 (0.15683084046063217) | > loss_disc_real_1: 0.3183758556842804 (0.21113437090231024) | > loss_disc_real_2: 0.2822916507720947 (0.24192041417826776) | > loss_disc_real_3: 0.3486083447933197 (0.2764636148577151) | > loss_disc_real_4: 0.3671673834323883 (0.28770603887412854) | > loss_disc_real_5: 0.25487083196640015 (0.2512708746868631) | > loss_0: 2.6686267852783203 (2.4357586114302925) | > loss_gen: 2.747987747192383 (2.5660255577253257) | > loss_kl: 2.4704551696777344 (2.974474741064984) | > loss_feat: 6.193818092346191 (6.430099870847619) | > loss_mel: 17.57366180419922 (17.12205513663914) | > loss_duration: 2.2673044204711914 (2.3532647153605586) | > loss_1: 31.25322723388672 (31.445919783219047)  --> STEP: 24 | > loss_disc: 2.5047669410705566 (2.4386339584986367) | > loss_disc_real_0: 0.16653072834014893 (0.15723500245561203) | > loss_disc_real_1: 0.2061079442501068 (0.21092493645846844) | > loss_disc_real_2: 0.2495429515838623 (0.24223801990350088) | > loss_disc_real_3: 0.3145366311073303 (0.2780499905347824) | > loss_disc_real_4: 0.38746851682662964 (0.2918628087888161) | > loss_disc_real_5: 0.3234838843345642 (0.2542797500888507) | > loss_0: 2.5047669410705566 (2.4386339584986367) | > loss_gen: 2.710939407348633 (2.5720636347929635) | > loss_kl: 2.5487263202667236 (2.956735223531723) | > loss_feat: 5.417514324188232 (6.387908806403478) | > loss_mel: 17.93034553527832 (17.155733903249107) | > loss_duration: 2.408616542816162 (2.355571041504542) | > loss_1: 31.016143798828125 (31.42801245053609)  --> STEP: 25 | > loss_disc: 2.405083417892456 (2.4372919368743897) | > loss_disc_real_0: 0.11658418923616409 (0.1556089699268341) | > loss_disc_real_1: 0.22794662415981293 (0.2116058039665222) | > loss_disc_real_2: 0.31841781735420227 (0.24528521180152893) | > loss_disc_real_3: 0.28683900833129883 (0.27840155124664306) | > loss_disc_real_4: 0.3540392220020294 (0.29434986531734464) | > loss_disc_real_5: 0.28440505266189575 (0.25548476219177246) | > loss_0: 2.405083417892456 (2.4372919368743897) | > loss_gen: 2.841992139816284 (2.5828607749938963) | > loss_kl: 2.921699285507202 (2.9553337860107423) | > loss_feat: 7.0099616050720215 (6.41279091835022) | > loss_mel: 16.02115821838379 (17.110350875854493) | > loss_duration: 2.3930063247680664 (2.357068452835083) | > loss_1: 31.187816619873047 (31.41840461730957)  --> STEP: 26 | > loss_disc: 2.3137335777282715 (2.4325396922918467) | > loss_disc_real_0: 0.1295095682144165 (0.15460514678404882) | > loss_disc_real_1: 0.17508754134178162 (0.2102012554040322) | > loss_disc_real_2: 0.14963467419147491 (0.241606344970373) | > loss_disc_real_3: 0.13527053594589233 (0.2728965121966142) | > loss_disc_real_4: 0.40309450030326843 (0.2985323512783417) | > loss_disc_real_5: 0.29498574137687683 (0.2570040306219688) | > loss_0: 2.3137335777282715 (2.4325396922918467) | > loss_gen: 2.5329947471618652 (2.580942850846511) | > loss_kl: 2.324937105178833 (2.9310877598248997) | > loss_feat: 14.489273071289062 (6.723424847309406) | > loss_mel: 17.45220947265625 (17.12349928342379) | > loss_duration: 2.2793450355529785 (2.354079090631925) | > loss_1: 39.078758239746094 (31.7130336027879) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023130086752084587 (-3.54968584500826e-05) | > avg_loss_disc: 2.4325396922918467 (+0.007714418264535894) | > avg_loss_disc_real_0: 0.15460514678404882 (+0.019376066441719353) | > avg_loss_disc_real_1: 0.2102012554040322 (+0.004210891345372586) | > avg_loss_disc_real_2: 0.241606344970373 (+0.0739897693005892) | > avg_loss_disc_real_3: 0.2728965121966142 (+0.06498295842454985) | > avg_loss_disc_real_4: 0.2985323512783417 (+0.09053137153387067) | > avg_loss_disc_real_5: 0.2570040306219688 (+0.03754992611133137) | > avg_loss_0: 2.4325396922918467 (+0.007714418264535894) | > avg_loss_gen: 2.580942850846511 (+0.3989374316655674) | > avg_loss_kl: 2.9310877598248997 (-0.027638453703660026) | > avg_loss_feat: 6.723424847309406 (-0.1593538155922518) | > avg_loss_mel: 17.12349928342379 (+0.2764408405010528) | > avg_loss_duration: 2.354079090631925 (+0.01570575053875256) | > avg_loss_1: 31.7130336027879 (+0.5040917763343238)  > EPOCH: 769/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:14:20)   --> TIME: 2024-06-12 01:14:23 -- STEP: 4/330 -- GLOBAL_STEP: 341775 | > loss_disc: 2.3657100200653076 (2.323593556880951) | > loss_disc_real_0: 0.09214842319488525 (0.10000932030379772) | > loss_disc_real_1: 0.24954257905483246 (0.2148212492465973) | > loss_disc_real_2: 0.22767502069473267 (0.2282453030347824) | > loss_disc_real_3: 0.19300620257854462 (0.2179265096783638) | > loss_disc_real_4: 0.25086021423339844 (0.2525235339999199) | > loss_disc_real_5: 0.23789116740226746 (0.22008567303419113) | > loss_0: 2.3657100200653076 (2.323593556880951) | > grad_norm_0: tensor(17.0764, device='cuda:0') (tensor(10.2328, device='cuda:0')) | > loss_gen: 2.4578237533569336 (2.5350698232650757) | > loss_kl: 1.961850643157959 (2.119258940219879) | > loss_feat: 6.32144021987915 (6.5144970417022705) | > loss_mel: 17.054407119750977 (17.343717575073242) | > loss_duration: 2.14851713180542 (2.1616382002830505) | > loss_1: 29.94403839111328 (30.67418098449707) | > grad_norm_1: tensor(96.8727, device='cuda:0') (tensor(88.7399, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3506 (0.38894474506378174) | > loader_time: 0.0028 (0.003079831600189209)  --> TIME: 2024-06-12 01:14:32 -- STEP: 29/330 -- GLOBAL_STEP: 341800 | > loss_disc: 2.30659818649292 (2.3224950741077284) | > loss_disc_real_0: 0.13748663663864136 (0.10270593520896189) | > loss_disc_real_1: 0.20245784521102905 (0.200145888945152) | > loss_disc_real_2: 0.23264180123806 (0.20723472741143456) | > loss_disc_real_3: 0.22925212979316711 (0.2241177456132297) | > loss_disc_real_4: 0.23111695051193237 (0.23340718550928707) | > loss_disc_real_5: 0.2023838311433792 (0.22510520754189328) | > loss_0: 2.30659818649292 (2.3224950741077284) | > grad_norm_0: tensor(8.2514, device='cuda:0') (tensor(8.2969, device='cuda:0')) | > loss_gen: 2.6392552852630615 (2.4921203399526664) | > loss_kl: 1.9452687501907349 (1.942036850699063) | > loss_feat: 6.990914344787598 (6.853113388193065) | > loss_mel: 17.31386947631836 (17.308998699845937) | > loss_duration: 1.9842051267623901 (2.015992744215603) | > loss_1: 30.87351417541504 (30.612262068123652) | > grad_norm_1: tensor(73.4423, device='cuda:0') (tensor(83.5504, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.368 (0.36065951709089605) | > loader_time: 0.0032 (0.0032109885380185886)  --> TIME: 2024-06-12 01:14:41 -- STEP: 54/330 -- GLOBAL_STEP: 341825 | > loss_disc: 2.2954628467559814 (2.3229176689077304) | > loss_disc_real_0: 0.10677185654640198 (0.10384911878241433) | > loss_disc_real_1: 0.18932773172855377 (0.1956076759982992) | > loss_disc_real_2: 0.18050497770309448 (0.20773405995633867) | > loss_disc_real_3: 0.24692761898040771 (0.22619727860998223) | > loss_disc_real_4: 0.2268781065940857 (0.23158955270493473) | > loss_disc_real_5: 0.2436925619840622 (0.22429858727587593) | > loss_0: 2.2954628467559814 (2.3229176689077304) | > grad_norm_0: tensor(4.5466, device='cuda:0') (tensor(8.3299, device='cuda:0')) | > loss_gen: 2.6238744258880615 (2.495658569865757) | > loss_kl: 1.9848523139953613 (1.9555414230735213) | > loss_feat: 7.666871547698975 (6.9974785027680575) | > loss_mel: 18.27604866027832 (17.296461423238117) | > loss_duration: 1.9507520198822021 (1.9931326640976792) | > loss_1: 32.50239944458008 (30.73827259628861) | > grad_norm_1: tensor(44.7293, device='cuda:0') (tensor(78.3068, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3686 (0.36072387077190265) | > loader_time: 0.0038 (0.003339612925494159)  --> TIME: 2024-06-12 01:14:51 -- STEP: 79/330 -- GLOBAL_STEP: 341850 | > loss_disc: 2.276179313659668 (2.3226576213595234) | > loss_disc_real_0: 0.08087314665317535 (0.10573695383117168) | > loss_disc_real_1: 0.20335735380649567 (0.19467999569222894) | > loss_disc_real_2: 0.21024955809116364 (0.2083121755077869) | > loss_disc_real_3: 0.228897824883461 (0.22578025015094613) | > loss_disc_real_4: 0.2500670552253723 (0.2301856805629368) | > loss_disc_real_5: 0.2608717083930969 (0.22361580593676506) | > loss_0: 2.276179313659668 (2.3226576213595234) | > grad_norm_0: tensor(9.3336, device='cuda:0') (tensor(8.0179, device='cuda:0')) | > loss_gen: 2.5888593196868896 (2.494217984284027) | > loss_kl: 1.8823778629302979 (1.9529588841184784) | > loss_feat: 7.405312538146973 (7.055896221836911) | > loss_mel: 17.055265426635742 (17.259254600428328) | > loss_duration: 1.9389758110046387 (1.9861001968383782) | > loss_1: 30.870792388916016 (30.74842793428445) | > grad_norm_1: tensor(100.8337, device='cuda:0') (tensor(77.2952, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3877 (0.36179246178156227) | > loader_time: 0.0035 (0.003486968293974671)  --> TIME: 2024-06-12 01:15:00 -- STEP: 104/330 -- GLOBAL_STEP: 341875 | > loss_disc: 2.334092617034912 (2.3368921577930446) | > loss_disc_real_0: 0.1464584469795227 (0.10821993126032445) | > loss_disc_real_1: 0.19083274900913239 (0.19586525441935423) | > loss_disc_real_2: 0.24571049213409424 (0.20929201692342758) | > loss_disc_real_3: 0.209798663854599 (0.22672976625080293) | > loss_disc_real_4: 0.23490332067012787 (0.23149344711922681) | > loss_disc_real_5: 0.2333754450082779 (0.22429575112003547) | > loss_0: 2.334092617034912 (2.3368921577930446) | > grad_norm_0: tensor(8.8715, device='cuda:0') (tensor(7.7395, device='cuda:0')) | > loss_gen: 2.487187147140503 (2.4829929562715383) | > loss_kl: 2.0367319583892822 (1.968312763250791) | > loss_feat: 6.6027350425720215 (6.9870631373845615) | > loss_mel: 17.144136428833008 (17.2325972043551) | > loss_duration: 2.047300338745117 (1.9889135750440445) | > loss_1: 30.318090438842773 (30.659879666108353) | > grad_norm_1: tensor(34.6501, device='cuda:0') (tensor(74.8908, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3749 (0.3631810775169961) | > loader_time: 0.0039 (0.0036114706442906307)  --> TIME: 2024-06-12 01:15:10 -- STEP: 129/330 -- GLOBAL_STEP: 341900 | > loss_disc: 2.428286552429199 (2.3437057410099706) | > loss_disc_real_0: 0.0943363606929779 (0.10968283038268718) | > loss_disc_real_1: 0.22133061289787292 (0.19533899137678068) | > loss_disc_real_2: 0.20809334516525269 (0.20941601578117341) | > loss_disc_real_3: 0.252811074256897 (0.22804188185421995) | > loss_disc_real_4: 0.24929821491241455 (0.23239131167877553) | > loss_disc_real_5: 0.27096739411354065 (0.22502119169216747) | > loss_0: 2.428286552429199 (2.3437057410099706) | > grad_norm_0: tensor(3.7303, device='cuda:0') (tensor(7.6693, device='cuda:0')) | > loss_gen: 2.5329620838165283 (2.478874677835509) | > loss_kl: 2.097226142883301 (1.9776990173398987) | > loss_feat: 6.844648361206055 (6.970828692118327) | > loss_mel: 18.262784957885742 (17.2563815301703) | > loss_duration: 1.9840688705444336 (1.9920076178025825) | > loss_1: 31.721691131591797 (30.675791570382525) | > grad_norm_1: tensor(45.4676, device='cuda:0') (tensor(74.8821, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3781 (0.36400133694789216) | > loader_time: 0.0041 (0.0036881616873334546)  --> TIME: 2024-06-12 01:15:19 -- STEP: 154/330 -- GLOBAL_STEP: 341925 | > loss_disc: 2.3736813068389893 (2.3480049154975196) | > loss_disc_real_0: 0.13369809091091156 (0.11145142901253391) | > loss_disc_real_1: 0.19108980894088745 (0.19531844527303394) | > loss_disc_real_2: 0.22195862233638763 (0.20939135851411075) | > loss_disc_real_3: 0.24568191170692444 (0.22850997571821335) | > loss_disc_real_4: 0.2492198497056961 (0.2322528417427819) | > loss_disc_real_5: 0.24493981897830963 (0.2246970943622775) | > loss_0: 2.3736813068389893 (2.3480049154975196) | > grad_norm_0: tensor(6.9723, device='cuda:0') (tensor(7.8440, device='cuda:0')) | > loss_gen: 2.4575843811035156 (2.4718528552488848) | > loss_kl: 1.8749265670776367 (1.9840199328088142) | > loss_feat: 6.881697177886963 (6.953316499660541) | > loss_mel: 16.470996856689453 (17.25142419493044) | > loss_duration: 1.98818039894104 (1.9957904846637275) | > loss_1: 29.673385620117188 (30.656403950282506) | > grad_norm_1: tensor(96.1990, device='cuda:0') (tensor(77.9915, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3924 (0.36756309750792265) | > loader_time: 0.0046 (0.00381606894654113)  --> TIME: 2024-06-12 01:15:30 -- STEP: 179/330 -- GLOBAL_STEP: 341950 | > loss_disc: 2.4169223308563232 (2.3588127930071097) | > loss_disc_real_0: 0.120005764067173 (0.11353449719078713) | > loss_disc_real_1: 0.19709542393684387 (0.19568158203330113) | > loss_disc_real_2: 0.22078773379325867 (0.2102583655098963) | > loss_disc_real_3: 0.21442608535289764 (0.2294580569313891) | > loss_disc_real_4: 0.20965997874736786 (0.23269764188281655) | > loss_disc_real_5: 0.23572587966918945 (0.225343494774909) | > loss_0: 2.4169223308563232 (2.3588127930071097) | > grad_norm_0: tensor(5.4237, device='cuda:0') (tensor(8.2255, device='cuda:0')) | > loss_gen: 2.2993500232696533 (2.4627509956253313) | > loss_kl: 2.0365233421325684 (1.9839437061181948) | > loss_feat: 6.450455188751221 (6.941510157878173) | > loss_mel: 17.08526039123535 (17.23021741685921) | > loss_duration: 2.058664321899414 (2.002694442951479) | > loss_1: 29.930253982543945 (30.621116723428226) | > grad_norm_1: tensor(104.9560, device='cuda:0') (tensor(84.4247, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.3933 (0.37256131358652805) | > loader_time: 0.0053 (0.003961318032035615)  --> TIME: 2024-06-12 01:15:40 -- STEP: 204/330 -- GLOBAL_STEP: 341975 | > loss_disc: 2.550067663192749 (2.3624171941888092) | > loss_disc_real_0: 0.1391964852809906 (0.11489543954239172) | > loss_disc_real_1: 0.1987600177526474 (0.1958160436913078) | > loss_disc_real_2: 0.22911491990089417 (0.21079990121663786) | > loss_disc_real_3: 0.24609306454658508 (0.2292046621441841) | > loss_disc_real_4: 0.26360470056533813 (0.23271505227860287) | > loss_disc_real_5: 0.27032017707824707 (0.22527103177180477) | > loss_0: 2.550067663192749 (2.3624171941888092) | > grad_norm_0: tensor(14.7904, device='cuda:0') (tensor(8.8631, device='cuda:0')) | > loss_gen: 2.3718786239624023 (2.46047287945654) | > loss_kl: 2.1242964267730713 (1.9937246804143869) | > loss_feat: 7.145588397979736 (6.9337591306836) | > loss_mel: 17.617183685302734 (17.186689068289375) | > loss_duration: 2.009016990661621 (2.0105160054038542) | > loss_1: 31.267967224121094 (30.585161844889324) | > grad_norm_1: tensor(135.5403, device='cuda:0') (tensor(99.5522, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.423 (0.3774017294247945) | > loader_time: 0.0055 (0.0041201512018839495)  --> TIME: 2024-06-12 01:15:51 -- STEP: 229/330 -- GLOBAL_STEP: 342000 | > loss_disc: 2.3123855590820312 (2.3635904945140314) | > loss_disc_real_0: 0.11835275590419769 (0.11552028279897948) | > loss_disc_real_1: 0.1811366081237793 (0.19608749794127112) | > loss_disc_real_2: 0.15731097757816315 (0.21110058943517343) | > loss_disc_real_3: 0.2466873973608017 (0.2293721067202664) | > loss_disc_real_4: 0.2293568253517151 (0.2324157521844431) | > loss_disc_real_5: 0.22393618524074554 (0.2243493621005762) | > loss_0: 2.3123855590820312 (2.3635904945140314) | > grad_norm_0: tensor(9.6446, device='cuda:0') (tensor(10.7313, device='cuda:0')) | > loss_gen: 2.6875693798065186 (2.4614356282496566) | > loss_kl: 2.1271886825561523 (2.0009936677316387) | > loss_feat: 7.142447471618652 (6.932218449605084) | > loss_mel: 17.244552612304688 (17.14623549515505) | > loss_duration: 2.115558385848999 (2.0194108090546457) | > loss_1: 31.31731605529785 (30.560294072180337) | > grad_norm_1: tensor(436.6614, device='cuda:0') (tensor(128.0758, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.4107 (0.38073448218632994) | > loader_time: 0.0048 (0.004232007863740213) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_342000.pth  --> TIME: 2024-06-12 01:16:06 -- STEP: 254/330 -- GLOBAL_STEP: 342025 | > loss_disc: 2.4723610877990723 (2.365620372802253) | > loss_disc_real_0: 0.16243551671504974 (0.11661300846324192) | > loss_disc_real_1: 0.21690571308135986 (0.1966761995957592) | > loss_disc_real_2: 0.23439019918441772 (0.2118859286383381) | > loss_disc_real_3: 0.25141870975494385 (0.22980778758216092) | > loss_disc_real_4: 0.20781631767749786 (0.23230666843220946) | > loss_disc_real_5: 0.2172805666923523 (0.22354332703774368) | > loss_0: 2.4723610877990723 (2.365620372802253) | > grad_norm_0: tensor(10.6763, device='cuda:0') (tensor(13.0445, device='cuda:0')) | > loss_gen: 2.468395471572876 (2.4719797372818) | > loss_kl: 2.058659315109253 (2.0069892321984595) | > loss_feat: 6.8686370849609375 (6.967104314819095) | > loss_mel: 17.45351791381836 (17.137882510508152) | > loss_duration: 2.0698657035827637 (2.0272975240166726) | > loss_1: 30.91907501220703 (30.611253340413253) | > grad_norm_1: tensor(541.1310, device='cuda:0') (tensor(156.9185, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.4281 (0.3849274070244136) | > loader_time: 0.0059 (0.0043867882781141385)  --> TIME: 2024-06-12 01:16:18 -- STEP: 279/330 -- GLOBAL_STEP: 342050 | > loss_disc: 2.253159523010254 (2.3636223218774273) | > loss_disc_real_0: 0.09394603967666626 (0.1166973514849567) | > loss_disc_real_1: 0.1730787307024002 (0.19695330360457028) | > loss_disc_real_2: 0.19993016123771667 (0.21167423931287604) | > loss_disc_real_3: 0.19919252395629883 (0.2297029778842003) | > loss_disc_real_4: 0.18747827410697937 (0.23179121117865312) | > loss_disc_real_5: 0.17196251451969147 (0.22329153323472614) | > loss_0: 2.253159523010254 (2.3636223218774273) | > grad_norm_0: tensor(18.2395, device='cuda:0') (tensor(15.2529, device='cuda:0')) | > loss_gen: 2.6503846645355225 (2.480753761038559) | > loss_kl: 2.0005252361297607 (2.0105150523578805) | > loss_feat: 7.016006946563721 (6.990147438527862) | > loss_mel: 17.163406372070312 (17.103101053545565) | > loss_duration: 2.136770725250244 (2.0373603468727466) | > loss_1: 30.96709442138672 (30.621877656615336) | > grad_norm_1: tensor(649.9351, device='cuda:0') (tensor(187.2039, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.4452 (0.390407522092156) | > loader_time: 0.0066 (0.004530515294775741)  --> TIME: 2024-06-12 01:16:30 -- STEP: 304/330 -- GLOBAL_STEP: 342075 | > loss_disc: 2.8482308387756348 (2.3693646474888457) | > loss_disc_real_0: 0.2855711877346039 (0.11843888939505345) | > loss_disc_real_1: 0.15748578310012817 (0.19742191739772497) | > loss_disc_real_2: 0.2346593290567398 (0.211808425570397) | > loss_disc_real_3: 0.23815962672233582 (0.2299831999759925) | > loss_disc_real_4: 0.3822655975818634 (0.2323297247976849) | > loss_disc_real_5: 0.3116952180862427 (0.22338076043677957) | > loss_0: 2.8482308387756348 (2.3693646474888457) | > grad_norm_0: tensor(21.8625, device='cuda:0') (tensor(16.0555, device='cuda:0')) | > loss_gen: 2.485264301300049 (2.475734740495683) | > loss_kl: 2.0273568630218506 (2.014832640164776) | > loss_feat: 6.887577056884766 (6.985031611041019) | > loss_mel: 15.833850860595703 (17.051510293232777) | > loss_duration: 2.1881537437438965 (2.04845183930899) | > loss_1: 29.422203063964844 (30.575561115616246) | > grad_norm_1: tensor(350.7514, device='cuda:0') (tensor(201.8278, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 0.4871 (0.3969720813788865) | > loader_time: 0.0073 (0.004700449736494767)  --> TIME: 2024-06-12 01:16:59 -- STEP: 329/330 -- GLOBAL_STEP: 342100 | > loss_disc: 2.3907999992370605 (2.3743191511797694) | > loss_disc_real_0: 0.11192486435174942 (0.12025473463861414) | > loss_disc_real_1: 0.19110484421253204 (0.19861315666361057) | > loss_disc_real_2: 0.1769469827413559 (0.2116005646693308) | > loss_disc_real_3: 0.2468061000108719 (0.22979169241563166) | > loss_disc_real_4: 0.23566606640815735 (0.23310065536694685) | > loss_disc_real_5: 0.20745404064655304 (0.2241379979624212) | > loss_0: 2.3907999992370605 (2.3743191511797694) | > grad_norm_0: tensor(10.9473, device='cuda:0') (tensor(16.2566, device='cuda:0')) | > loss_gen: 2.6085927486419678 (2.473939517348735) | > loss_kl: 2.267210006713867 (2.025601697910159) | > loss_feat: 11.999524116516113 (7.1009504874788885) | > loss_mel: 18.374025344848633 (17.046017235173284) | > loss_duration: 2.2945127487182617 (2.063383879994911) | > loss_1: 37.54386520385742 (30.709892806311146) | > grad_norm_1: tensor(158.5214, device='cuda:0') (tensor(205.0679, device='cuda:0')) | > current_lr_0: 0.00018166900150521126 | > current_lr_1: 0.00018166900150521126 | > step_time: 14.4395 (0.45330479152296815) | > loader_time: 0.0337 (0.00513849070006953)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5261240005493164 (2.5261240005493164) | > loss_disc_real_0: 0.15707819163799286 (0.15707819163799286) | > loss_disc_real_1: 0.2515944838523865 (0.2515944838523865) | > loss_disc_real_2: 0.2641584873199463 (0.2641584873199463) | > loss_disc_real_3: 0.3538968861103058 (0.3538968861103058) | > loss_disc_real_4: 0.2548764944076538 (0.2548764944076538) | > loss_disc_real_5: 0.1957368105649948 (0.1957368105649948) | > loss_0: 2.5261240005493164 (2.5261240005493164) | > loss_gen: 2.4016225337982178 (2.4016225337982178) | > loss_kl: 2.4980053901672363 (2.4980053901672363) | > loss_feat: 7.356786251068115 (7.356786251068115) | > loss_mel: 16.474258422851562 (16.474258422851562) | > loss_duration: 3.164109230041504 (3.164109230041504) | > loss_1: 31.89478302001953 (31.89478302001953)  --> STEP: 1 | > loss_disc: 2.4555504322052 (2.4555504322052) | > loss_disc_real_0: 0.05833534151315689 (0.05833534151315689) | > loss_disc_real_1: 0.1775183230638504 (0.1775183230638504) | > loss_disc_real_2: 0.18454690277576447 (0.18454690277576447) | > loss_disc_real_3: 0.2688274085521698 (0.2688274085521698) | > loss_disc_real_4: 0.2492017149925232 (0.2492017149925232) | > loss_disc_real_5: 0.26811742782592773 (0.26811742782592773) | > loss_0: 2.4555504322052 (2.4555504322052) | > loss_gen: 2.103945255279541 (2.103945255279541) | > loss_kl: 3.537151336669922 (3.537151336669922) | > loss_feat: 4.545551300048828 (4.545551300048828) | > loss_mel: 18.097854614257812 (18.097854614257812) | > loss_duration: 2.4087162017822266 (2.4087162017822266) | > loss_1: 30.693218231201172 (30.693218231201172)  --> STEP: 2 | > loss_disc: 2.3405590057373047 (2.3980547189712524) | > loss_disc_real_0: 0.11246471852064133 (0.08540003001689911) | > loss_disc_real_1: 0.3265184164047241 (0.25201836973428726) | > loss_disc_real_2: 0.23450298607349396 (0.2095249444246292) | > loss_disc_real_3: 0.255539208650589 (0.2621833086013794) | > loss_disc_real_4: 0.2673362195491791 (0.25826896727085114) | > loss_disc_real_5: 0.16618987917900085 (0.2171536535024643) | > loss_0: 2.3405590057373047 (2.3980547189712524) | > loss_gen: 2.5252203941345215 (2.3145828247070312) | > loss_kl: 3.123347759246826 (3.330249547958374) | > loss_feat: 5.737924575805664 (5.141737937927246) | > loss_mel: 18.474828720092773 (18.286341667175293) | > loss_duration: 2.4468631744384766 (2.4277896881103516) | > loss_1: 32.30818557739258 (31.500701904296875)  --> STEP: 3 | > loss_disc: 2.488408088684082 (2.428172508875529) | > loss_disc_real_0: 0.09329696744680405 (0.08803234249353409) | > loss_disc_real_1: 0.2698117196559906 (0.25794948637485504) | > loss_disc_real_2: 0.16207751631736755 (0.193709135055542) | > loss_disc_real_3: 0.21673664450645447 (0.24703442056973776) | > loss_disc_real_4: 0.2827932834625244 (0.26644373933474225) | > loss_disc_real_5: 0.2730839252471924 (0.23579707741737366) | > loss_0: 2.488408088684082 (2.428172508875529) | > loss_gen: 2.272444248199463 (2.300536632537842) | > loss_kl: 3.446404457092285 (3.368967851003011) | > loss_feat: 6.5121965408325195 (5.598557472229004) | > loss_mel: 16.073564529418945 (17.548749287923176) | > loss_duration: 2.3186421394348145 (2.3914071718851724) | > loss_1: 30.62325096130371 (31.208218256632488)  --> STEP: 4 | > loss_disc: 2.2194888591766357 (2.3760015964508057) | > loss_disc_real_0: 0.17577345669269562 (0.10996762104332447) | > loss_disc_real_1: 0.1697484850883484 (0.23589923605322838) | > loss_disc_real_2: 0.21761281788349152 (0.19968505576252937) | > loss_disc_real_3: 0.19796748459339142 (0.23476768657565117) | > loss_disc_real_4: 0.19597238302230835 (0.24882590025663376) | > loss_disc_real_5: 0.22060485184192657 (0.2319990210235119) | > loss_0: 2.2194888591766357 (2.3760015964508057) | > loss_gen: 2.358768939971924 (2.3150947093963623) | > loss_kl: 3.3498282432556152 (3.364182949066162) | > loss_feat: 8.690105438232422 (6.371444463729858) | > loss_mel: 18.47608184814453 (17.780582427978516) | > loss_duration: 2.358004570007324 (2.3830565214157104) | > loss_1: 35.232791900634766 (32.21436166763306)  --> STEP: 5 | > loss_disc: 2.405322551727295 (2.3818657875061033) | > loss_disc_real_0: 0.1271340250968933 (0.11340090185403824) | > loss_disc_real_1: 0.26580655574798584 (0.24188069999217987) | > loss_disc_real_2: 0.20668576657772064 (0.20108519792556762) | > loss_disc_real_3: 0.2597876489162445 (0.23977167904376984) | > loss_disc_real_4: 0.22581517696380615 (0.24422375559806825) | > loss_disc_real_5: 0.1167360320687294 (0.20894642323255538) | > loss_0: 2.405322551727295 (2.3818657875061033) | > loss_gen: 2.2538557052612305 (2.302846908569336) | > loss_kl: 2.529919147491455 (3.197330188751221) | > loss_feat: 6.118200302124023 (6.320795631408691) | > loss_mel: 19.385347366333008 (18.101535415649415) | > loss_duration: 2.3659098148345947 (2.3796271800994875) | > loss_1: 32.65323257446289 (32.30213584899902)  --> STEP: 6 | > loss_disc: 2.3166122436523438 (2.37099019686381) | > loss_disc_real_0: 0.09599374234676361 (0.1104997086028258) | > loss_disc_real_1: 0.13700860738754272 (0.224402017891407) | > loss_disc_real_2: 0.2633417546749115 (0.21146129071712494) | > loss_disc_real_3: 0.3258247971534729 (0.254113865395387) | > loss_disc_real_4: 0.25490546226501465 (0.2460040400425593) | > loss_disc_real_5: 0.20891185104846954 (0.2089406612018744) | > loss_0: 2.3166122436523438 (2.37099019686381) | > loss_gen: 2.4650750160217285 (2.329884926478068) | > loss_kl: 3.570366382598877 (3.25950288772583) | > loss_feat: 5.4704365730285645 (6.17906912167867) | > loss_mel: 18.758872985839844 (18.21109167734782) | > loss_duration: 2.2088675498962402 (2.3511672417322793) | > loss_1: 32.47361755371094 (32.330716133117676)  --> STEP: 7 | > loss_disc: 2.135685920715332 (2.3373753002711704) | > loss_disc_real_0: 0.07656228542327881 (0.10565150529146194) | > loss_disc_real_1: 0.26908600330352783 (0.23078544437885284) | > loss_disc_real_2: 0.253551721572876 (0.21747420941080367) | > loss_disc_real_3: 0.21522250771522522 (0.2485579571553639) | > loss_disc_real_4: 0.18052223324775696 (0.2366494962147304) | > loss_disc_real_5: 0.15671613812446594 (0.20148001504795893) | > loss_0: 2.135685920715332 (2.3373753002711704) | > loss_gen: 2.6791036128997803 (2.3797733102525984) | > loss_kl: 4.224978446960449 (3.39742796761649) | > loss_feat: 7.784121513366699 (6.408362320491245) | > loss_mel: 17.944385528564453 (18.172990798950195) | > loss_duration: 2.4708645343780518 (2.36826685496739) | > loss_1: 35.103450775146484 (32.72682108197893)  --> STEP: 8 | > loss_disc: 2.471663475036621 (2.354161322116852) | > loss_disc_real_0: 0.2306683212518692 (0.12127860728651285) | > loss_disc_real_1: 0.19245517253875732 (0.2259941603988409) | > loss_disc_real_2: 0.13940314948558807 (0.2077153269201517) | > loss_disc_real_3: 0.2458137720823288 (0.2482149340212345) | > loss_disc_real_4: 0.20726993680000305 (0.23297705128788948) | > loss_disc_real_5: 0.2330358773469925 (0.20542449783533812) | > loss_0: 2.471663475036621 (2.354161322116852) | > loss_gen: 2.3581790924072266 (2.377074033021927) | > loss_kl: 3.194201946258545 (3.372024714946747) | > loss_feat: 9.827066421508789 (6.835700333118439) | > loss_mel: 18.532424926757812 (18.217920064926147) | > loss_duration: 2.2589550018310547 (2.354602873325348) | > loss_1: 36.17082977294922 (33.15732216835022)  --> STEP: 9 | > loss_disc: 2.337102174758911 (2.352265861299303) | > loss_disc_real_0: 0.20646284520626068 (0.13074352261092928) | > loss_disc_real_1: 0.2547476291656494 (0.22918899026181963) | > loss_disc_real_2: 0.2685141861438751 (0.21447075572278765) | > loss_disc_real_3: 0.2229059636592865 (0.24540282620324028) | > loss_disc_real_4: 0.19207659363746643 (0.22843255599339804) | > loss_disc_real_5: 0.16389115154743195 (0.20080968158112633) | > loss_0: 2.337102174758911 (2.352265861299303) | > loss_gen: 2.575852632522583 (2.399160544077555) | > loss_kl: 2.7387855052948 (3.301664802763197) | > loss_feat: 11.340614318847656 (7.336246331532796) | > loss_mel: 17.160938262939453 (18.10047764248318) | > loss_duration: 2.1799631118774414 (2.3351984553866916) | > loss_1: 35.996150970458984 (33.47274759080675)  --> STEP: 10 | > loss_disc: 2.4442596435546875 (2.361465239524841) | > loss_disc_real_0: 0.12401877343654633 (0.13007104769349098) | > loss_disc_real_1: 0.232435405254364 (0.22951363176107406) | > loss_disc_real_2: 0.24841149151325226 (0.2178648293018341) | > loss_disc_real_3: 0.3010701537132263 (0.2509695589542389) | > loss_disc_real_4: 0.23172244429588318 (0.22876154482364655) | > loss_disc_real_5: 0.2203672230243683 (0.20276543572545053) | > loss_0: 2.4442596435546875 (2.361465239524841) | > loss_gen: 2.4178638458251953 (2.4010308742523194) | > loss_kl: 3.03393816947937 (3.2748921394348143) | > loss_feat: 5.632414817810059 (7.165863180160523) | > loss_mel: 18.833803176879883 (18.17381019592285) | > loss_duration: 2.31333589553833 (2.3330121994018556) | > loss_1: 32.23135757446289 (33.348608589172365)  --> STEP: 11 | > loss_disc: 2.5136735439300537 (2.3753023581071333) | > loss_disc_real_0: 0.10685928165912628 (0.12796088714491238) | > loss_disc_real_1: 0.1861543208360672 (0.22557187622243707) | > loss_disc_real_2: 0.24813582003116608 (0.2206167375499552) | > loss_disc_real_3: 0.3047369122505188 (0.25585750016299164) | > loss_disc_real_4: 0.2659231722354889 (0.2321398745883595) | > loss_disc_real_5: 0.2427486628293991 (0.2064002745530822) | > loss_0: 2.5136735439300537 (2.3753023581071333) | > loss_gen: 2.26655912399292 (2.388806169683283) | > loss_kl: 3.7702529430389404 (3.3199249397624624) | > loss_feat: 6.649355411529541 (7.118907928466797) | > loss_mel: 16.320011138916016 (18.00528300892223) | > loss_duration: 2.457611083984375 (2.344339370727539) | > loss_1: 31.463790893554688 (33.17726152593439)  --> STEP: 12 | > loss_disc: 2.3408920764923096 (2.372434834639231) | > loss_disc_real_0: 0.12851879000663757 (0.12800737905005613) | > loss_disc_real_1: 0.23297123610973358 (0.22618848954637846) | > loss_disc_real_2: 0.3049294948577881 (0.22764280065894127) | > loss_disc_real_3: 0.2517526149749756 (0.25551542639732366) | > loss_disc_real_4: 0.24206072092056274 (0.23296661178270975) | > loss_disc_real_5: 0.24836431443691254 (0.20989727787673473) | > loss_0: 2.3408920764923096 (2.372434834639231) | > loss_gen: 2.6760995388031006 (2.4127472837766013) | > loss_kl: 3.1509644985198975 (3.3058449029922485) | > loss_feat: 6.3870320320129395 (7.057918270428975) | > loss_mel: 17.002147674560547 (17.921688397725422) | > loss_duration: 2.2979979515075684 (2.3404775857925415) | > loss_1: 31.51424217224121 (33.0386765797933)  --> STEP: 13 | > loss_disc: 2.3752095699310303 (2.3726482758155236) | > loss_disc_real_0: 0.08986181020736694 (0.12507310452369544) | > loss_disc_real_1: 0.24220725893974304 (0.22742070257663727) | > loss_disc_real_2: 0.21794472634792328 (0.22689679494270912) | > loss_disc_real_3: 0.25354406237602234 (0.2553637830110697) | > loss_disc_real_4: 0.18724170327186584 (0.22944931112802947) | > loss_disc_real_5: 0.17840683460235596 (0.20747493608639792) | > loss_0: 2.3752095699310303 (2.3726482758155236) | > loss_gen: 2.285032272338867 (2.402923052127545) | > loss_kl: 3.3414571285247803 (3.3085843049562893) | > loss_feat: 8.570619583129883 (7.174279909867507) | > loss_mel: 17.027265548706055 (17.852886640108547) | > loss_duration: 2.2577013969421387 (2.3341101866502028) | > loss_1: 33.48207473754883 (33.07278413038988)  --> STEP: 14 | > loss_disc: 2.3704638481140137 (2.372492245265416) | > loss_disc_real_0: 0.1391310691833496 (0.12607724485652788) | > loss_disc_real_1: 0.12189890444278717 (0.21988343128136226) | > loss_disc_real_2: 0.19378674030303955 (0.22453179103987558) | > loss_disc_real_3: 0.2349017858505249 (0.2539022117853165) | > loss_disc_real_4: 0.2906852066516876 (0.2338233036654336) | > loss_disc_real_5: 0.24068096280097961 (0.20984679513743945) | > loss_0: 2.3704638481140137 (2.372492245265416) | > loss_gen: 2.331329822540283 (2.397809250014169) | > loss_kl: 4.228180408477783 (3.3742697409221103) | > loss_feat: 6.318526268005371 (7.113154649734497) | > loss_mel: 19.328405380249023 (17.958280835832866) | > loss_duration: 2.4086122512817383 (2.3394317626953125) | > loss_1: 34.615055084228516 (33.182946341378354)  --> STEP: 15 | > loss_disc: 2.580643653869629 (2.38636900583903) | > loss_disc_real_0: 0.1424492746591568 (0.12716871351003647) | > loss_disc_real_1: 0.2172698676586151 (0.21970919370651246) | > loss_disc_real_2: 0.21749351918697357 (0.22406257291634876) | > loss_disc_real_3: 0.2636977434158325 (0.25455524722735096) | > loss_disc_real_4: 0.25349441170692444 (0.23513471086819968) | > loss_disc_real_5: 0.2617059051990509 (0.2133040691415469) | > loss_0: 2.580643653869629 (2.38636900583903) | > loss_gen: 2.128664016723633 (2.3798662344614665) | > loss_kl: 3.162445545196533 (3.3601481278737384) | > loss_feat: 6.413933277130127 (7.066539891560873) | > loss_mel: 17.277101516723633 (17.912868881225585) | > loss_duration: 2.3638172149658203 (2.341057459513346) | > loss_1: 31.345962524414062 (33.060480753580734)  --> STEP: 16 | > loss_disc: 2.3171417713165283 (2.3820423036813736) | > loss_disc_real_0: 0.09042220562696457 (0.12487205676734447) | > loss_disc_real_1: 0.2889980971813202 (0.22403975017368793) | > loss_disc_real_2: 0.23349954187870026 (0.22465238347649574) | > loss_disc_real_3: 0.25123485922813416 (0.25434772297739994) | > loss_disc_real_4: 0.22457784414291382 (0.2344749066978693) | > loss_disc_real_5: 0.2540639340877533 (0.21585156070068479) | > loss_0: 2.3171417713165283 (2.3820423036813736) | > loss_gen: 2.675994873046875 (2.3983742743730545) | > loss_kl: 2.583892345428467 (3.311632141470909) | > loss_feat: 6.004411697387695 (7.000156879425049) | > loss_mel: 16.98167610168457 (17.854669332504272) | > loss_duration: 2.3982861042022705 (2.344634249806404) | > loss_1: 30.644262313842773 (32.90946710109711)  --> STEP: 17 | > loss_disc: 2.767141819000244 (2.4046952163471893) | > loss_disc_real_0: 0.14499421417713165 (0.12605571308556726) | > loss_disc_real_1: 0.282674640417099 (0.22748886136447682) | > loss_disc_real_2: 0.24937036633491516 (0.22610638246816747) | > loss_disc_real_3: 0.2647135555744171 (0.254957477836048) | > loss_disc_real_4: 0.2909868359565735 (0.23779913783073425) | > loss_disc_real_5: 0.31155818700790405 (0.22148136224816828) | > loss_0: 2.767141819000244 (2.4046952163471893) | > loss_gen: 2.287415027618408 (2.3918472598580753) | > loss_kl: 2.6025278568267822 (3.269920124727137) | > loss_feat: 5.800749778747559 (6.929603520561667) | > loss_mel: 17.55989646911621 (17.837329752304974) | > loss_duration: 2.4322657585144043 (2.3497890444362866) | > loss_1: 30.68285369873047 (32.77848984213436)  --> STEP: 18 | > loss_disc: 2.484774351119995 (2.409144057167901) | > loss_disc_real_0: 0.13930708169937134 (0.12679190023077858) | > loss_disc_real_1: 0.2693151533603668 (0.22981254425313738) | > loss_disc_real_2: 0.21468253433704376 (0.2254717242386606) | > loss_disc_real_3: 0.2320462316274643 (0.25368463082446) | > loss_disc_real_4: 0.2844187617301941 (0.2403891169362598) | > loss_disc_real_5: 0.22799052298069 (0.22184298228886393) | > loss_0: 2.484774351119995 (2.409144057167901) | > loss_gen: 2.506368637084961 (2.398209558592902) | > loss_kl: 2.5162432193756104 (3.2280491855409412) | > loss_feat: 8.559463500976562 (7.020151297251384) | > loss_mel: 18.940185546875 (17.898599518669975) | > loss_duration: 2.245011806488037 (2.343968086772495) | > loss_1: 34.76727294921875 (32.88897779252794)  --> STEP: 19 | > loss_disc: 2.4391398429870605 (2.4107227827373303) | > loss_disc_real_0: 0.1588769108057022 (0.12848058499787984) | > loss_disc_real_1: 0.15491719543933868 (0.22587068378925323) | > loss_disc_real_2: 0.22886337339878082 (0.22565023208919324) | > loss_disc_real_3: 0.24498121440410614 (0.25322655627602036) | > loss_disc_real_4: 0.23997601866722107 (0.24036737492209986) | > loss_disc_real_5: 0.17403684556484222 (0.2193268698297049) | > loss_0: 2.4391398429870605 (2.4107227827373303) | > loss_gen: 2.1466176509857178 (2.384967879245156) | > loss_kl: 2.522136926651001 (3.19089590875726) | > loss_feat: 10.49891471862793 (7.203244108902781) | > loss_mel: 17.82671546936035 (17.894816147653682) | > loss_duration: 2.390305995941162 (2.3464069240971615) | > loss_1: 35.38468933105469 (33.02033103139777)  --> STEP: 20 | > loss_disc: 2.33233642578125 (2.4068034648895265) | > loss_disc_real_0: 0.13612322509288788 (0.12886271700263024) | > loss_disc_real_1: 0.20523090660572052 (0.2248386949300766) | > loss_disc_real_2: 0.27573710680007935 (0.22815457582473755) | > loss_disc_real_3: 0.25967031717300415 (0.25354874432086955) | > loss_disc_real_4: 0.19521285593509674 (0.23810964897274972) | > loss_disc_real_5: 0.1407887041568756 (0.21539996154606342) | > loss_0: 2.33233642578125 (2.4068034648895265) | > loss_gen: 2.312685966491699 (2.3813537836074827) | > loss_kl: 2.553741693496704 (3.1590381979942324) | > loss_feat: 6.3213934898376465 (7.159151577949524) | > loss_mel: 17.419509887695312 (17.871050834655765) | > loss_duration: 2.3145978450775146 (2.344816470146179) | > loss_1: 30.92192840576172 (32.915410900115965)  --> STEP: 21 | > loss_disc: 2.409560203552246 (2.4069347381591797) | > loss_disc_real_0: 0.10559640824794769 (0.12775479753812155) | > loss_disc_real_1: 0.23753032088279724 (0.22544305807068235) | > loss_disc_real_2: 0.3129592537879944 (0.23219289382298788) | > loss_disc_real_3: 0.28551018238067627 (0.2550707175618127) | > loss_disc_real_4: 0.24234353005886078 (0.23831126235780262) | > loss_disc_real_5: 0.24650555849075317 (0.21688118044819152) | > loss_0: 2.409560203552246 (2.4069347381591797) | > loss_gen: 2.6875569820404053 (2.395934888294765) | > loss_kl: 2.4338643550872803 (3.124506110236758) | > loss_feat: 7.011538505554199 (7.152122384025937) | > loss_mel: 15.330265998840332 (17.750061080569317) | > loss_duration: 2.1922924518585205 (2.3375534216562905) | > loss_1: 29.655519485473633 (32.76017797560919)  --> STEP: 22 | > loss_disc: 2.498169422149658 (2.411081769249656) | > loss_disc_real_0: 0.13685160875320435 (0.12816828895698895) | > loss_disc_real_1: 0.2599007189273834 (0.22700931538235058) | > loss_disc_real_2: 0.2004384696483612 (0.23074951090595938) | > loss_disc_real_3: 0.1818569004535675 (0.2517428167841652) | > loss_disc_real_4: 0.2145557999610901 (0.2372314686124975) | > loss_disc_real_5: 0.23523454368114471 (0.21771542423150755) | > loss_0: 2.498169422149658 (2.411081769249656) | > loss_gen: 2.3049585819244385 (2.3917996016415684) | > loss_kl: 2.4799468517303467 (3.0952079621228306) | > loss_feat: 7.304440975189209 (7.15904595635154) | > loss_mel: 19.089885711669922 (17.8109622001648) | > loss_duration: 2.2018465995788574 (2.33138492974368) | > loss_1: 33.38107681274414 (32.788400650024414)  --> STEP: 23 | > loss_disc: 2.473289966583252 (2.4137864734815513) | > loss_disc_real_0: 0.10551711916923523 (0.12718345548795618) | > loss_disc_real_1: 0.31083640456199646 (0.23065397143363953) | > loss_disc_real_2: 0.2724403440952301 (0.23256215582723203) | > loss_disc_real_3: 0.33080342411994934 (0.2551802344944167) | > loss_disc_real_4: 0.2901657521724701 (0.23953295920206152) | > loss_disc_real_5: 0.27916568517684937 (0.220387174707392) | > loss_0: 2.473289966583252 (2.4137864734815513) | > loss_gen: 2.7476954460144043 (2.4072733340056045) | > loss_kl: 2.653825044631958 (3.0760174004927925) | > loss_feat: 6.2485032081604 (7.119457141212795) | > loss_mel: 16.102602005004883 (17.736685669940453) | > loss_duration: 2.29178786277771 (2.329663318136464) | > loss_1: 30.044414520263672 (32.66909690525221)  --> STEP: 24 | > loss_disc: 2.1633124351501465 (2.4033500552177425) | > loss_disc_real_0: 0.05954308807849884 (0.12436510684589545) | > loss_disc_real_1: 0.14635580778121948 (0.22714154794812202) | > loss_disc_real_2: 0.15735507011413574 (0.22942852725585303) | > loss_disc_real_3: 0.2626532018184662 (0.25549160813291877) | > loss_disc_real_4: 0.23355010151863098 (0.23928367346525192) | > loss_disc_real_5: 0.24257895350456238 (0.2213118321572741) | > loss_0: 2.1633124351501465 (2.4033500552177425) | > loss_gen: 2.392939329147339 (2.406676083803177) | > loss_kl: 2.2180490493774414 (3.0402687191963196) | > loss_feat: 9.725022315979004 (7.2280223568280535) | > loss_mel: 17.800275802612305 (17.73933525880178) | > loss_duration: 2.390634059906006 (2.332203765710195) | > loss_1: 34.526920318603516 (32.74650621414185)  --> STEP: 25 | > loss_disc: 2.8651857376098633 (2.4218234825134273) | > loss_disc_real_0: 0.24096843600273132 (0.1290292400121689) | > loss_disc_real_1: 0.4525596797466278 (0.23615827322006225) | > loss_disc_real_2: 0.30253124237060547 (0.2323526358604431) | > loss_disc_real_3: 0.3964267373085022 (0.2611290132999421) | > loss_disc_real_4: 0.3276004493236542 (0.242816344499588) | > loss_disc_real_5: 0.33765631914138794 (0.22596561163663864) | > loss_0: 2.8651857376098633 (2.4218234825134273) | > loss_gen: 2.8477320671081543 (2.4243183231353758) | > loss_kl: 2.6221976280212402 (3.0235458755493165) | > loss_feat: 6.81240177154541 (7.211397533416748) | > loss_mel: 16.088703155517578 (17.673309974670413) | > loss_duration: 2.4191534519195557 (2.3356817531585694) | > loss_1: 30.79018783569336 (32.668253479003916)  --> STEP: 26 | > loss_disc: 2.6726958751678467 (2.4314724206924434) | > loss_disc_real_0: 0.08793328702449799 (0.12744862643572002) | > loss_disc_real_1: 0.22626084089279175 (0.23577760274593645) | > loss_disc_real_2: 0.2209058701992035 (0.23191237564270312) | > loss_disc_real_3: 0.26364925503730774 (0.2612259456744562) | > loss_disc_real_4: 0.27407631278038025 (0.24401865097192618) | > loss_disc_real_5: 0.2767997086048126 (0.22792076921233764) | > loss_0: 2.6726958751678467 (2.4314724206924434) | > loss_gen: 1.8859937191009521 (2.403613530672513) | > loss_kl: 2.623875141143799 (3.0081739242260275) | > loss_feat: 3.715028762817383 (7.076921811470618) | > loss_mel: 12.99926471710205 (17.493539003225475) | > loss_duration: 2.289003849029541 (2.333886449153607) | > loss_1: 23.513166427612305 (32.316134746258086) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023966569166917065 (+8.364824148324786e-05) | > avg_loss_disc: 2.4314724206924434 (-0.001067271599403341) | > avg_loss_disc_real_0: 0.12744862643572002 (-0.0271565203483288) | > avg_loss_disc_real_1: 0.23577760274593645 (+0.025576347341904254) | > avg_loss_disc_real_2: 0.23191237564270312 (-0.009693969327669888) | > avg_loss_disc_real_3: 0.2612259456744562 (-0.011670566522158032) | > avg_loss_disc_real_4: 0.24401865097192618 (-0.05451370030641553) | > avg_loss_disc_real_5: 0.22792076921233764 (-0.02908326140963116) | > avg_loss_0: 2.4314724206924434 (-0.001067271599403341) | > avg_loss_gen: 2.403613530672513 (-0.17732932017399783) | > avg_loss_kl: 3.0081739242260275 (+0.07708616440112781) | > avg_loss_feat: 7.076921811470618 (+0.353496964161212) | > avg_loss_mel: 17.493539003225475 (+0.37003971980168515) | > avg_loss_duration: 2.333886449153607 (-0.02019264147831823) | > avg_loss_1: 32.316134746258086 (+0.6031011434701874)  > EPOCH: 770/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:17:04)   --> TIME: 2024-06-12 01:17:14 -- STEP: 24/330 -- GLOBAL_STEP: 342125 | > loss_disc: 2.328403949737549 (2.3565814495086674) | > loss_disc_real_0: 0.08884387463331223 (0.10796295820424955) | > loss_disc_real_1: 0.16696639358997345 (0.20160720559457937) | > loss_disc_real_2: 0.24166639149188995 (0.21287811361253262) | > loss_disc_real_3: 0.2714681923389435 (0.22837328165769577) | > loss_disc_real_4: 0.22355720400810242 (0.22930382626752058) | > loss_disc_real_5: 0.2425728589296341 (0.22999020976324877) | > loss_0: 2.328403949737549 (2.3565814495086674) | > grad_norm_0: tensor(9.9774, device='cuda:0') (tensor(8.4485, device='cuda:0')) | > loss_gen: 2.6233127117156982 (2.4746915300687147) | > loss_kl: 1.7826032638549805 (1.9253640919923782) | > loss_feat: 7.785866737365723 (6.939001103242238) | > loss_mel: 16.880739212036133 (17.449956655502316) | > loss_duration: 1.9243603944778442 (2.0304387311140704) | > loss_1: 30.99688148498535 (30.819451967875164) | > grad_norm_1: tensor(54.8350, device='cuda:0') (tensor(104.6894, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3493 (0.358866810798645) | > loader_time: 0.0038 (0.0033019185066223145)  --> TIME: 2024-06-12 01:17:24 -- STEP: 49/330 -- GLOBAL_STEP: 342150 | > loss_disc: 2.266099691390991 (2.3656087651544677) | > loss_disc_real_0: 0.10080452263355255 (0.10909720799144433) | > loss_disc_real_1: 0.2030327320098877 (0.19809456352068452) | > loss_disc_real_2: 0.22420674562454224 (0.2124908140727452) | > loss_disc_real_3: 0.22551749646663666 (0.2283124628723884) | > loss_disc_real_4: 0.20318488776683807 (0.23236212408056064) | > loss_disc_real_5: 0.1993982046842575 (0.2251783551610246) | > loss_0: 2.266099691390991 (2.3656087651544677) | > grad_norm_0: tensor(10.1416, device='cuda:0') (tensor(8.5270, device='cuda:0')) | > loss_gen: 2.640141487121582 (2.463157366733161) | > loss_kl: 1.9763320684432983 (1.9592507177469682) | > loss_feat: 6.9733500480651855 (6.893126769941681) | > loss_mel: 17.016437530517578 (17.390439208672973) | > loss_duration: 1.932356595993042 (1.9982106904594272) | > loss_1: 30.538618087768555 (30.704184824106644) | > grad_norm_1: tensor(112.4601, device='cuda:0') (tensor(108.1013, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3748 (0.3615421421673833) | > loader_time: 0.0033 (0.0033664022173200336)  --> TIME: 2024-06-12 01:17:33 -- STEP: 74/330 -- GLOBAL_STEP: 342175 | > loss_disc: 2.44891357421875 (2.37195590702263) | > loss_disc_real_0: 0.10632501542568207 (0.11062191829488084) | > loss_disc_real_1: 0.17701886594295502 (0.1982636393324749) | > loss_disc_real_2: 0.2029532641172409 (0.21318304901187482) | > loss_disc_real_3: 0.23553352057933807 (0.22757703347786054) | > loss_disc_real_4: 0.2621001899242401 (0.23300162018150897) | > loss_disc_real_5: 0.24865329265594482 (0.2276993597278724) | > loss_0: 2.44891357421875 (2.37195590702263) | > grad_norm_0: tensor(12.7693, device='cuda:0') (tensor(8.9107, device='cuda:0')) | > loss_gen: 2.472205877304077 (2.4592179543263195) | > loss_kl: 2.020979881286621 (1.979822534161645) | > loss_feat: 7.565905570983887 (6.88952374458313) | > loss_mel: 17.971593856811523 (17.307320324150297) | > loss_duration: 1.9085781574249268 (1.987232607764167) | > loss_1: 31.93926429748535 (30.62311721492458) | > grad_norm_1: tensor(292.7798, device='cuda:0') (tensor(112.4977, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3801 (0.366683476680034) | > loader_time: 0.0046 (0.003561648162635597)  --> TIME: 2024-06-12 01:17:43 -- STEP: 99/330 -- GLOBAL_STEP: 342200 | > loss_disc: 2.2595088481903076 (2.371151724247016) | > loss_disc_real_0: 0.08309745788574219 (0.11102779781577563) | > loss_disc_real_1: 0.17863412201404572 (0.19684601101008328) | > loss_disc_real_2: 0.22060488164424896 (0.213203307354089) | > loss_disc_real_3: 0.2136111706495285 (0.22977554617506085) | > loss_disc_real_4: 0.22516211867332458 (0.2330926423422014) | > loss_disc_real_5: 0.1993822604417801 (0.22623983687824673) | > loss_0: 2.2595088481903076 (2.371151724247016) | > grad_norm_0: tensor(5.4744, device='cuda:0') (tensor(11.3483, device='cuda:0')) | > loss_gen: 2.6327157020568848 (2.461098996075717) | > loss_kl: 2.1394927501678467 (1.9891039638808279) | > loss_feat: 7.089869499206543 (6.892835578533134) | > loss_mel: 17.2412109375 (17.293177797336785) | > loss_duration: 2.00174880027771 (1.9881618432324344) | > loss_1: 31.105037689208984 (30.624378127281112) | > grad_norm_1: tensor(123.8949, device='cuda:0') (tensor(139.9527, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3527 (0.36711292796664774) | > loader_time: 0.0036 (0.0036555059028394294)  --> TIME: 2024-06-12 01:17:52 -- STEP: 124/330 -- GLOBAL_STEP: 342225 | > loss_disc: 2.4107632637023926 (2.3717756578999163) | > loss_disc_real_0: 0.1138954609632492 (0.11172910479287948) | > loss_disc_real_1: 0.19611406326293945 (0.1968956277255089) | > loss_disc_real_2: 0.1918296068906784 (0.2131768723409022) | > loss_disc_real_3: 0.2429015189409256 (0.22965073801817432) | > loss_disc_real_4: 0.22286367416381836 (0.23273603846469232) | > loss_disc_real_5: 0.21615269780158997 (0.22576568876543351) | > loss_0: 2.4107632637023926 (2.3717756578999163) | > grad_norm_0: tensor(6.3099, device='cuda:0') (tensor(12.8003, device='cuda:0')) | > loss_gen: 2.4760377407073975 (2.4631083396173294) | > loss_kl: 2.119495391845703 (1.9965825100098886) | > loss_feat: 6.696168899536133 (6.895656381883929) | > loss_mel: 17.53653907775879 (17.27458766968021) | > loss_duration: 2.015465259552002 (1.9926470047043219) | > loss_1: 30.843706130981445 (30.622581804952315) | > grad_norm_1: tensor(169.2751, device='cuda:0') (tensor(167.2176, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3812 (0.36940098770203134) | > loader_time: 0.0051 (0.0038072101531490205)  --> TIME: 2024-06-12 01:18:02 -- STEP: 149/330 -- GLOBAL_STEP: 342250 | > loss_disc: 2.297821044921875 (2.3743988155518583) | > loss_disc_real_0: 0.105096735060215 (0.11272133911816065) | > loss_disc_real_1: 0.16825874149799347 (0.19725159110638918) | > loss_disc_real_2: 0.22797948122024536 (0.21398215985938204) | > loss_disc_real_3: 0.21601642668247223 (0.22910798946082991) | > loss_disc_real_4: 0.22342446446418762 (0.23297702526086128) | > loss_disc_real_5: 0.19633181393146515 (0.22526544442512844) | > loss_0: 2.297821044921875 (2.3743988155518583) | > grad_norm_0: tensor(20.1801, device='cuda:0') (tensor(14.3339, device='cuda:0')) | > loss_gen: 2.498785972595215 (2.4619125615830395) | > loss_kl: 2.092243194580078 (2.0098824445033228) | > loss_feat: 6.873619079589844 (6.889771733508014) | > loss_mel: 16.963817596435547 (17.266563434728855) | > loss_duration: 2.0325303077697754 (1.9965654635589394) | > loss_1: 30.460996627807617 (30.62469555387561) | > grad_norm_1: tensor(98.3140, device='cuda:0') (tensor(181.9415, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.389 (0.3715171909972325) | > loader_time: 0.0041 (0.0039057923643381004)  --> TIME: 2024-06-12 01:18:12 -- STEP: 174/330 -- GLOBAL_STEP: 342275 | > loss_disc: 2.3576033115386963 (2.373957627121059) | > loss_disc_real_0: 0.07517622411251068 (0.11334465003047867) | > loss_disc_real_1: 0.20469261705875397 (0.19722797969977057) | > loss_disc_real_2: 0.20909029245376587 (0.21347616707113967) | > loss_disc_real_3: 0.2191215455532074 (0.22924080756546436) | > loss_disc_real_4: 0.2042541652917862 (0.2323545266328187) | > loss_disc_real_5: 0.21127107739448547 (0.22511062188737693) | > loss_0: 2.3576033115386963 (2.373957627121059) | > grad_norm_0: tensor(25.9243, device='cuda:0') (tensor(15.6688, device='cuda:0')) | > loss_gen: 2.4365553855895996 (2.4642996582491636) | > loss_kl: 2.1603033542633057 (2.0179942949064835) | > loss_feat: 7.010702133178711 (6.902731018504877) | > loss_mel: 17.155834197998047 (17.247802915244282) | > loss_duration: 2.1223487854003906 (2.002162599700621) | > loss_1: 30.885744094848633 (30.634990352323687) | > grad_norm_1: tensor(477.4485, device='cuda:0') (tensor(201.6908, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3957 (0.37524696054129764) | > loader_time: 0.0051 (0.004024575496542042)  --> TIME: 2024-06-12 01:18:26 -- STEP: 199/330 -- GLOBAL_STEP: 342300 | > loss_disc: 2.3946847915649414 (2.3735512477069634) | > loss_disc_real_0: 0.15536808967590332 (0.11485121350492065) | > loss_disc_real_1: 0.2125202715396881 (0.19801431220380503) | > loss_disc_real_2: 0.22485876083374023 (0.213198283359633) | > loss_disc_real_3: 0.21225136518478394 (0.22920630572728776) | > loss_disc_real_4: 0.22992031276226044 (0.23218428474574831) | > loss_disc_real_5: 0.23006902635097504 (0.2236657988036697) | > loss_0: 2.3946847915649414 (2.3735512477069634) | > grad_norm_0: tensor(29.3185, device='cuda:0') (tensor(18.2995, device='cuda:0')) | > loss_gen: 2.4767768383026123 (2.4714654318651346) | > loss_kl: 1.971529245376587 (2.021502852439878) | > loss_feat: 6.369561195373535 (6.91376917086654) | > loss_mel: 16.51471519470215 (17.230900821973357) | > loss_duration: 2.127671241760254 (2.0104298298083365) | > loss_1: 29.460250854492188 (30.648067944013892) | > grad_norm_1: tensor(122.6042, device='cuda:0') (tensor(226.7165, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.3936 (0.37732844256875503) | > loader_time: 0.0052 (0.02183560749993253)  --> TIME: 2024-06-12 01:18:36 -- STEP: 224/330 -- GLOBAL_STEP: 342325 | > loss_disc: 2.3505537509918213 (2.3769395393984647) | > loss_disc_real_0: 0.15710294246673584 (0.11695451059910868) | > loss_disc_real_1: 0.21242031455039978 (0.1981069197479103) | > loss_disc_real_2: 0.1907098889350891 (0.21299082014177526) | > loss_disc_real_3: 0.24193643033504486 (0.22946447899032915) | > loss_disc_real_4: 0.23031184077262878 (0.23194508480706386) | > loss_disc_real_5: 0.21255959570407867 (0.2232453167172415) | > loss_0: 2.3505537509918213 (2.3769395393984647) | > grad_norm_0: tensor(36.0329, device='cuda:0') (tensor(19.3231, device='cuda:0')) | > loss_gen: 2.407611846923828 (2.4684616465653684) | > loss_kl: 2.135718822479248 (2.028722198413948) | > loss_feat: 7.798811435699463 (6.9255091313804895) | > loss_mel: 17.185302734375 (17.198085022824174) | > loss_duration: 2.1323156356811523 (2.018194521644286) | > loss_1: 31.659759521484375 (30.63897235904421) | > grad_norm_1: tensor(420.9731, device='cuda:0') (tensor(248.4426, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.4235 (0.3809861977185522) | > loader_time: 0.0057 (0.019988073834351135)  --> TIME: 2024-06-12 01:18:47 -- STEP: 249/330 -- GLOBAL_STEP: 342350 | > loss_disc: 2.4666225910186768 (2.37309477319679) | > loss_disc_real_0: 0.18078120052814484 (0.1173062503158328) | > loss_disc_real_1: 0.21031363308429718 (0.1980206910745207) | > loss_disc_real_2: 0.19876089692115784 (0.21258355611299415) | > loss_disc_real_3: 0.2729974687099457 (0.22934040343426318) | > loss_disc_real_4: 0.2711145877838135 (0.23145237834338683) | > loss_disc_real_5: 0.23868012428283691 (0.2224442299350677) | > loss_0: 2.4666225910186768 (2.37309477319679) | > grad_norm_0: tensor(14.7641, device='cuda:0') (tensor(19.7333, device='cuda:0')) | > loss_gen: 2.391122341156006 (2.471229310974059) | > loss_kl: 1.9611729383468628 (2.0348119036739596) | > loss_feat: 5.850264549255371 (6.927174543281157) | > loss_mel: 16.101959228515625 (17.161459440208365) | > loss_duration: 2.089461088180542 (2.026988255929756) | > loss_1: 28.393980026245117 (30.62166328889778) | > grad_norm_1: tensor(376.6419, device='cuda:0') (tensor(256.6911, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.4323 (0.3850978282560785) | > loader_time: 0.0053 (0.018537276241195253)  --> TIME: 2024-06-12 01:18:58 -- STEP: 274/330 -- GLOBAL_STEP: 342375 | > loss_disc: 2.478565216064453 (2.376715170205944) | > loss_disc_real_0: 0.1303705871105194 (0.11839433286311853) | > loss_disc_real_1: 0.21360953152179718 (0.19880224878553054) | > loss_disc_real_2: 0.22525884211063385 (0.21278763910497192) | > loss_disc_real_3: 0.26838418841362 (0.22946902092573418) | > loss_disc_real_4: 0.23884887993335724 (0.2316020459045459) | > loss_disc_real_5: 0.22151824831962585 (0.22288868810138562) | > loss_0: 2.478565216064453 (2.376715170205944) | > grad_norm_0: tensor(40.5800, device='cuda:0') (tensor(20.4679, device='cuda:0')) | > loss_gen: 2.4231154918670654 (2.4688754081726065) | > loss_kl: 2.2279529571533203 (2.0407991539822867) | > loss_feat: 6.052659511566162 (6.934586681588723) | > loss_mel: 15.88101863861084 (17.116824894925994) | > loss_duration: 2.1271185874938965 (2.035550651324056) | > loss_1: 28.71186637878418 (30.596636625972106) | > grad_norm_1: tensor(239.5517, device='cuda:0') (tensor(265.5466, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.4696 (0.3899982262701884) | > loader_time: 0.006 (0.01738161240180914)  --> TIME: 2024-06-12 01:19:10 -- STEP: 299/330 -- GLOBAL_STEP: 342400 | > loss_disc: 2.372213840484619 (2.3779279212887867) | > loss_disc_real_0: 0.19140130281448364 (0.11946012660312812) | > loss_disc_real_1: 0.160361647605896 (0.19912220308413867) | > loss_disc_real_2: 0.23331010341644287 (0.21307564230268214) | > loss_disc_real_3: 0.2389855682849884 (0.2294721703565241) | > loss_disc_real_4: 0.22818157076835632 (0.23161722679800015) | > loss_disc_real_5: 0.19416004419326782 (0.22222102530624555) | > loss_0: 2.372213840484619 (2.3779279212887867) | > grad_norm_0: tensor(10.8259, device='cuda:0') (tensor(22.3191, device='cuda:0')) | > loss_gen: 2.735994338989258 (2.4746831954522275) | > loss_kl: 2.0254201889038086 (2.0458712159191874) | > loss_feat: 7.648987293243408 (6.954024778959345) | > loss_mel: 16.763322830200195 (17.064317610750244) | > loss_duration: 2.1884987354278564 (2.0463062110154526) | > loss_1: 31.362224578857422 (30.58520286457993) | > grad_norm_1: tensor(679.0300, device='cuda:0') (tensor(285.5743, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.4705 (0.3957729738292885) | > loader_time: 0.007 (0.016488292145489847)  --> TIME: 2024-06-12 01:19:24 -- STEP: 324/330 -- GLOBAL_STEP: 342425 | > loss_disc: 2.4000799655914307 (2.3792141653873293) | > loss_disc_real_0: 0.16269654035568237 (0.12080625283681316) | > loss_disc_real_1: 0.2782129645347595 (0.1994716769291294) | > loss_disc_real_2: 0.20906877517700195 (0.21332057979371813) | > loss_disc_real_3: 0.220638245344162 (0.2296664640307427) | > loss_disc_real_4: 0.23469196259975433 (0.23119662807863436) | > loss_disc_real_5: 0.2169898897409439 (0.2220836633609401) | > loss_0: 2.4000799655914307 (2.3792141653873293) | > grad_norm_0: tensor(25.0537, device='cuda:0') (tensor(23.8779, device='cuda:0')) | > loss_gen: 2.406461238861084 (2.4740881404758976) | > loss_kl: 2.143138885498047 (2.04893523896182) | > loss_feat: 9.16403865814209 (7.013283136450214) | > loss_mel: 16.62801742553711 (17.035348126917732) | > loss_duration: 2.2615163326263428 (2.0609120649320096) | > loss_1: 32.603172302246094 (30.632566552103302) | > grad_norm_1: tensor(164.9970, device='cuda:0') (tensor(296.8483, device='cuda:0')) | > current_lr_0: 0.0001816462928800231 | > current_lr_1: 0.0001816462928800231 | > step_time: 0.5854 (0.406869923626935) | > loader_time: 0.0091 (0.01583956641915403)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.704774856567383 (2.704774856567383) | > loss_disc_real_0: 0.22704137861728668 (0.22704137861728668) | > loss_disc_real_1: 0.12537112832069397 (0.12537112832069397) | > loss_disc_real_2: 0.2496008723974228 (0.2496008723974228) | > loss_disc_real_3: 0.2786199152469635 (0.2786199152469635) | > loss_disc_real_4: 0.28312379121780396 (0.28312379121780396) | > loss_disc_real_5: 0.22018054127693176 (0.22018054127693176) | > loss_0: 2.704774856567383 (2.704774856567383) | > loss_gen: 2.0880813598632812 (2.0880813598632812) | > loss_kl: 2.4621260166168213 (2.4621260166168213) | > loss_feat: 6.22555685043335 (6.22555685043335) | > loss_mel: 17.134397506713867 (17.134397506713867) | > loss_duration: 3.1627817153930664 (3.1627817153930664) | > loss_1: 31.07294464111328 (31.07294464111328)  --> STEP: 1 | > loss_disc: 2.078828811645508 (2.078828811645508) | > loss_disc_real_0: 0.08456382900476456 (0.08456382900476456) | > loss_disc_real_1: 0.1822025179862976 (0.1822025179862976) | > loss_disc_real_2: 0.18546651303768158 (0.18546651303768158) | > loss_disc_real_3: 0.1987418830394745 (0.1987418830394745) | > loss_disc_real_4: 0.16529592871665955 (0.16529592871665955) | > loss_disc_real_5: 0.11401583254337311 (0.11401583254337311) | > loss_0: 2.078828811645508 (2.078828811645508) | > loss_gen: 2.2644457817077637 (2.2644457817077637) | > loss_kl: 3.107663154602051 (3.107663154602051) | > loss_feat: 6.604953765869141 (6.604953765869141) | > loss_mel: 19.34231948852539 (19.34231948852539) | > loss_duration: 2.5289039611816406 (2.5289039611816406) | > loss_1: 33.84828567504883 (33.84828567504883)  --> STEP: 2 | > loss_disc: 2.2063632011413574 (2.1425960063934326) | > loss_disc_real_0: 0.10186329483985901 (0.09321356192231178) | > loss_disc_real_1: 0.19878807663917542 (0.1904952973127365) | > loss_disc_real_2: 0.23021362721920013 (0.20784007012844086) | > loss_disc_real_3: 0.19674892723560333 (0.1977454051375389) | > loss_disc_real_4: 0.17899197340011597 (0.17214395105838776) | > loss_disc_real_5: 0.1990315169095993 (0.1565236747264862) | > loss_0: 2.2063632011413574 (2.1425960063934326) | > loss_gen: 2.362281084060669 (2.3133634328842163) | > loss_kl: 3.3333420753479004 (3.2205026149749756) | > loss_feat: 5.672858715057373 (6.138906240463257) | > loss_mel: 18.205400466918945 (18.773859977722168) | > loss_duration: 2.4809327125549316 (2.504918336868286) | > loss_1: 32.05481719970703 (32.95155143737793)  --> STEP: 3 | > loss_disc: 2.5845863819122314 (2.2899261315663657) | > loss_disc_real_0: 0.18593481183052063 (0.12412064522504807) | > loss_disc_real_1: 0.20785701274871826 (0.1962825357913971) | > loss_disc_real_2: 0.18558160960674286 (0.20042058328787485) | > loss_disc_real_3: 0.26771876215934753 (0.22106985747814178) | > loss_disc_real_4: 0.2687016427516937 (0.20432984828948975) | > loss_disc_real_5: 0.30399566888809204 (0.20568100611368814) | > loss_0: 2.5845863819122314 (2.2899261315663657) | > loss_gen: 2.5175065994262695 (2.381411155064901) | > loss_kl: 2.728877067565918 (3.0566274325052896) | > loss_feat: 6.3449835777282715 (6.207598686218262) | > loss_mel: 17.90339469909668 (18.483704884847004) | > loss_duration: 2.3847217559814453 (2.464852809906006) | > loss_1: 31.879484176635742 (32.5941956837972)  --> STEP: 4 | > loss_disc: 2.413127899169922 (2.3207265734672546) | > loss_disc_real_0: 0.2584683895111084 (0.15770758129656315) | > loss_disc_real_1: 0.1620357483625412 (0.18772083893418312) | > loss_disc_real_2: 0.20578812062740326 (0.20176246762275696) | > loss_disc_real_3: 0.25367578864097595 (0.22922134026885033) | > loss_disc_real_4: 0.20344533026218414 (0.20410871878266335) | > loss_disc_real_5: 0.21962720155715942 (0.20916755497455597) | > loss_0: 2.413127899169922 (2.3207265734672546) | > loss_gen: 2.537466049194336 (2.4204248785972595) | > loss_kl: 3.2152669429779053 (3.0962873101234436) | > loss_feat: 6.2470293045043945 (6.217456340789795) | > loss_mel: 18.084056854248047 (18.383792877197266) | > loss_duration: 2.3313746452331543 (2.431483268737793) | > loss_1: 32.415191650390625 (32.54944467544556)  --> STEP: 5 | > loss_disc: 2.3851027488708496 (2.3336018085479737) | > loss_disc_real_0: 0.24511092901229858 (0.17518825083971024) | > loss_disc_real_1: 0.12443750351667404 (0.1750641718506813) | > loss_disc_real_2: 0.208586648106575 (0.20312730371952056) | > loss_disc_real_3: 0.2751658856868744 (0.23841024935245514) | > loss_disc_real_4: 0.1908329278230667 (0.201453560590744) | > loss_disc_real_5: 0.19588759541511536 (0.20651156306266785) | > loss_0: 2.3851027488708496 (2.3336018085479737) | > loss_gen: 2.368281364440918 (2.409996175765991) | > loss_kl: 2.2274420261383057 (2.922518253326416) | > loss_feat: 6.198002338409424 (6.213565540313721) | > loss_mel: 18.20092010498047 (18.347218322753907) | > loss_duration: 2.401294469833374 (2.4254455089569094) | > loss_1: 31.39594268798828 (32.3187442779541)  --> STEP: 6 | > loss_disc: 2.569103479385376 (2.372852087020874) | > loss_disc_real_0: 0.15420126914978027 (0.17169042055805525) | > loss_disc_real_1: 0.17676135897636414 (0.17534703637162843) | > loss_disc_real_2: 0.2792464792728424 (0.21581383297840753) | > loss_disc_real_3: 0.30374079942703247 (0.2492986743648847) | > loss_disc_real_4: 0.25271275639533997 (0.20999675989151) | > loss_disc_real_5: 0.2027193158864975 (0.20587952186663946) | > loss_0: 2.569103479385376 (2.372852087020874) | > loss_gen: 2.2257628440856934 (2.3792906204859414) | > loss_kl: 3.1916511058807373 (2.9673737287521362) | > loss_feat: 5.761780261993408 (6.138267993927002) | > loss_mel: 17.446046829223633 (18.197023073832195) | > loss_duration: 2.1770124435424805 (2.3840399980545044) | > loss_1: 30.80225372314453 (32.065995852152504)  --> STEP: 7 | > loss_disc: 2.464797019958496 (2.3859870774405345) | > loss_disc_real_0: 0.13954097032546997 (0.1670976419534002) | > loss_disc_real_1: 0.19494444131851196 (0.17814666564975465) | > loss_disc_real_2: 0.2604738473892212 (0.2221938350370952) | > loss_disc_real_3: 0.2701408863067627 (0.2522761332137244) | > loss_disc_real_4: 0.25395116209983826 (0.21627596020698547) | > loss_disc_real_5: 0.25811371207237244 (0.21334154903888702) | > loss_0: 2.464797019958496 (2.3859870774405345) | > loss_gen: 2.415310859680176 (2.3844363689422607) | > loss_kl: 4.113306045532227 (3.1310783454350064) | > loss_feat: 6.424154281616211 (6.179108892168317) | > loss_mel: 16.167638778686523 (17.907111031668528) | > loss_duration: 2.4997446537017822 (2.4005692345755443) | > loss_1: 31.620155334472656 (32.00230434962681)  --> STEP: 8 | > loss_disc: 2.4764273166656494 (2.3972921073436737) | > loss_disc_real_0: 0.1794854998588562 (0.1686461241915822) | > loss_disc_real_1: 0.1438569575548172 (0.17386045213788748) | > loss_disc_real_2: 0.2012564241886139 (0.21957665868103504) | > loss_disc_real_3: 0.2207445502281189 (0.2483346853405237) | > loss_disc_real_4: 0.20365074276924133 (0.21469780802726746) | > loss_disc_real_5: 0.18650682270526886 (0.20998720824718475) | > loss_0: 2.4764273166656494 (2.3972921073436737) | > loss_gen: 2.4506595134735107 (2.392714262008667) | > loss_kl: 2.5688655376434326 (3.0608017444610596) | > loss_feat: 9.451059341430664 (6.588102698326111) | > loss_mel: 16.761905670166016 (17.763960361480713) | > loss_duration: 2.2764463424682617 (2.385053873062134) | > loss_1: 33.508934020996094 (32.190633058547974)  --> STEP: 9 | > loss_disc: 2.7718515396118164 (2.438909822040134) | > loss_disc_real_0: 0.291257381439209 (0.1822695972190963) | > loss_disc_real_1: 0.1748003363609314 (0.1739648837182257) | > loss_disc_real_2: 0.28191831707954407 (0.2265035096142027) | > loss_disc_real_3: 0.2816435396671295 (0.252035669154591) | > loss_disc_real_4: 0.25629162788391113 (0.21931934356689453) | > loss_disc_real_5: 0.2886662483215332 (0.21872932381100124) | > loss_0: 2.7718515396118164 (2.438909822040134) | > loss_gen: 2.390958309173584 (2.392519156138102) | > loss_kl: 2.522214651107788 (3.000958734088474) | > loss_feat: 9.629101753234863 (6.925991482204861) | > loss_mel: 18.96599578857422 (17.89751985337999) | > loss_duration: 2.151710271835327 (2.3591268062591553) | > loss_1: 35.65998077392578 (32.57611613803439)  --> STEP: 10 | > loss_disc: 2.201320171356201 (2.415150856971741) | > loss_disc_real_0: 0.10392945259809494 (0.17443558275699617) | > loss_disc_real_1: 0.16165070235729218 (0.17273346558213235) | > loss_disc_real_2: 0.20828184485435486 (0.22468134313821791) | > loss_disc_real_3: 0.22819247841835022 (0.24965135008096695) | > loss_disc_real_4: 0.19541355967521667 (0.21692876517772675) | > loss_disc_real_5: 0.2011333703994751 (0.21696972846984863) | > loss_0: 2.201320171356201 (2.415150856971741) | > loss_gen: 2.435526132583618 (2.3968198537826537) | > loss_kl: 2.87080454826355 (2.9879433155059814) | > loss_feat: 6.390312194824219 (6.872423553466797) | > loss_mel: 17.84859275817871 (17.892627143859862) | > loss_duration: 2.3522889614105225 (2.358443021774292) | > loss_1: 31.897525787353516 (32.50825710296631)  --> STEP: 11 | > loss_disc: 2.381456136703491 (2.4120877005837182) | > loss_disc_real_0: 0.19475549459457397 (0.17628284746950323) | > loss_disc_real_1: 0.19620384275913239 (0.17486713623458688) | > loss_disc_real_2: 0.21819664537906647 (0.22409182516011325) | > loss_disc_real_3: 0.2985154092311859 (0.2540935372764414) | > loss_disc_real_4: 0.2525444030761719 (0.22016655044122177) | > loss_disc_real_5: 0.28349602222442627 (0.22301757335662842) | > loss_0: 2.381456136703491 (2.4120877005837182) | > loss_gen: 2.60079026222229 (2.4153626181862573) | > loss_kl: 3.5903193950653076 (3.042704777284102) | > loss_feat: 5.196722984313965 (6.720087138089267) | > loss_mel: 18.059370040893555 (17.907785589044746) | > loss_duration: 2.500152111053467 (2.371325666254217) | > loss_1: 31.947355270385742 (32.457266027277164)  --> STEP: 12 | > loss_disc: 2.530742645263672 (2.4219756126403813) | > loss_disc_real_0: 0.18082737922668457 (0.17666155844926834) | > loss_disc_real_1: 0.23374004662036896 (0.17977321210006872) | > loss_disc_real_2: 0.2661992609500885 (0.22760077814261118) | > loss_disc_real_3: 0.2555721700191498 (0.2542167566716671) | > loss_disc_real_4: 0.2544782757759094 (0.22302586088577905) | > loss_disc_real_5: 0.22204463183879852 (0.22293649489680925) | > loss_0: 2.530742645263672 (2.4219756126403813) | > loss_gen: 2.423468589782715 (2.4160381158192954) | > loss_kl: 2.4120960235595703 (2.990154047807058) | > loss_feat: 6.139179706573486 (6.671678185462952) | > loss_mel: 17.6423282623291 (17.885664145151775) | > loss_duration: 2.2729830741882324 (2.3631304502487183) | > loss_1: 30.890056610107422 (32.32666524251302)  --> STEP: 13 | > loss_disc: 2.643369436264038 (2.4390059067652783) | > loss_disc_real_0: 0.1523924171924591 (0.17479470142951378) | > loss_disc_real_1: 0.24732527136802673 (0.18496952435145012) | > loss_disc_real_2: 0.26979318261146545 (0.23084634771713844) | > loss_disc_real_3: 0.26958492398262024 (0.25539892338789427) | > loss_disc_real_4: 0.22917281091213226 (0.22349870319549853) | > loss_disc_real_5: 0.1918533891439438 (0.22054548676197344) | > loss_0: 2.643369436264038 (2.4390059067652783) | > loss_gen: 2.1031908988952637 (2.3919729452866774) | > loss_kl: 3.2410647869110107 (3.0094548738919773) | > loss_feat: 5.321904182434082 (6.567849415999192) | > loss_mel: 15.473816871643066 (17.70013743180495) | > loss_duration: 2.2687227725982666 (2.3558683211986837) | > loss_1: 28.40869903564453 (32.02528322660006)  --> STEP: 14 | > loss_disc: 2.3690078258514404 (2.4340060438428615) | > loss_disc_real_0: 0.15459491312503815 (0.1733518594077655) | > loss_disc_real_1: 0.0972859114408493 (0.17870640914355004) | > loss_disc_real_2: 0.2510554790496826 (0.23228985709803446) | > loss_disc_real_3: 0.2573701739311218 (0.2555397269981248) | > loss_disc_real_4: 0.2690070569515228 (0.22674929989235743) | > loss_disc_real_5: 0.2720169425010681 (0.22422201931476593) | > loss_0: 2.3690078258514404 (2.4340060438428615) | > loss_gen: 2.557481050491333 (2.4037949528012956) | > loss_kl: 3.8585333824157715 (3.070103338786534) | > loss_feat: 8.092672348022461 (6.67676533971514) | > loss_mel: 18.941978454589844 (17.78884036200387) | > loss_duration: 2.4188690185546875 (2.3603683710098267) | > loss_1: 35.86953353881836 (32.29987253461565)  --> STEP: 15 | > loss_disc: 2.3382480144500732 (2.427622175216676) | > loss_disc_real_0: 0.2006162703037262 (0.17516948680082958) | > loss_disc_real_1: 0.149557426571846 (0.1767631436387698) | > loss_disc_real_2: 0.20731475949287415 (0.23062485059102375) | > loss_disc_real_3: 0.26340964436531067 (0.25606438815593724) | > loss_disc_real_4: 0.2578185498714447 (0.22882058322429658) | > loss_disc_real_5: 0.23103727400302887 (0.2246763696273168) | > loss_0: 2.3382480144500732 (2.427622175216676) | > loss_gen: 2.624850034713745 (2.418531958262126) | > loss_kl: 3.8291125297546387 (3.120703951517741) | > loss_feat: 6.703904151916504 (6.678574593861898) | > loss_mel: 17.496999740600586 (17.769384320576986) | > loss_duration: 2.4071645736694336 (2.3634881178538003) | > loss_1: 33.06203079223633 (32.3506830851237)  --> STEP: 16 | > loss_disc: 2.601137161254883 (2.4384668618440637) | > loss_disc_real_0: 0.14436811208724976 (0.17324440088123083) | > loss_disc_real_1: 0.2493036836385727 (0.18129692738875747) | > loss_disc_real_2: 0.23673281073570251 (0.23100659810006618) | > loss_disc_real_3: 0.26171624660491943 (0.25641762930899864) | > loss_disc_real_4: 0.2769169211387634 (0.23182660434395075) | > loss_disc_real_5: 0.2942348122596741 (0.22902377229183912) | > loss_0: 2.601137161254883 (2.4384668618440637) | > loss_gen: 2.2038869857788086 (2.4051166474819183) | > loss_kl: 2.668673515319824 (3.092452049255371) | > loss_feat: 6.352738380432129 (6.658209830522537) | > loss_mel: 12.936641693115234 (17.467337906360626) | > loss_duration: 2.443382978439331 (2.368481546640396) | > loss_1: 26.605323791503906 (31.99159812927246)  --> STEP: 17 | > loss_disc: 2.5610342025756836 (2.445676705416512) | > loss_disc_real_0: 0.25656747817993164 (0.1781457583693897) | > loss_disc_real_1: 0.2541135549545288 (0.18558025842203812) | > loss_disc_real_2: 0.27523258328437805 (0.23360812664031982) | > loss_disc_real_3: 0.3101990520954132 (0.25958124241408187) | > loss_disc_real_4: 0.2536098062992096 (0.23310796916484833) | > loss_disc_real_5: 0.28345537185668945 (0.23222563108977148) | > loss_0: 2.5610342025756836 (2.445676705416512) | > loss_gen: 2.7653844356536865 (2.4263088703155518) | > loss_kl: 2.570124626159668 (3.0617269067203297) | > loss_feat: 5.809481143951416 (6.608284613665412) | > loss_mel: 16.592472076416016 (17.41587521048153) | > loss_duration: 2.448939800262451 (2.3732143850887524) | > loss_1: 30.186403274536133 (31.885410196640912)  --> STEP: 18 | > loss_disc: 2.614657402038574 (2.4550645218955154) | > loss_disc_real_0: 0.15516528487205505 (0.17686906539731556) | > loss_disc_real_1: 0.2709347605705261 (0.19032217520806524) | > loss_disc_real_2: 0.23619525134563446 (0.23375185579061508) | > loss_disc_real_3: 0.24820423126220703 (0.25894918623897767) | > loss_disc_real_4: 0.2489325851202011 (0.23398711449570125) | > loss_disc_real_5: 0.3291691839694977 (0.23761138402753407) | > loss_0: 2.614657402038574 (2.4550645218955154) | > loss_gen: 2.197777509689331 (2.413612683614095) | > loss_kl: 3.5180509090423584 (3.087078240182665) | > loss_feat: 5.205463409423828 (6.530350102318658) | > loss_mel: 13.81641674041748 (17.215905295477974) | > loss_duration: 2.3192615509033203 (2.3702170054117837) | > loss_1: 27.056970596313477 (31.617163552178276)  --> STEP: 19 | > loss_disc: 2.5938358306884766 (2.4623682749898816) | > loss_disc_real_0: 0.17434851825237274 (0.17673640502126595) | > loss_disc_real_1: 0.24224749207496643 (0.19305508662211268) | > loss_disc_real_2: 0.2689391076564789 (0.23560381641513423) | > loss_disc_real_3: 0.2808343470096588 (0.2601010368058556) | > loss_disc_real_4: 0.2374250739812851 (0.23416805973178462) | > loss_disc_real_5: 0.24694330990314484 (0.23810253802098727) | > loss_0: 2.5938358306884766 (2.4623682749898816) | > loss_gen: 2.349944829940796 (2.4102617439470793) | > loss_kl: 2.2707624435424805 (3.044114250885813) | > loss_feat: 6.118690490722656 (6.5086838069715) | > loss_mel: 16.324813842773438 (17.169005745335628) | > loss_duration: 2.345034122467041 (2.3688915905199552) | > loss_1: 29.40924644470215 (31.5009573886269)  --> STEP: 20 | > loss_disc: 2.580288887023926 (2.468264305591584) | > loss_disc_real_0: 0.23571500182151794 (0.17968533486127855) | > loss_disc_real_1: 0.17458929121494293 (0.1921317968517542) | > loss_disc_real_2: 0.23839028179645538 (0.2357431396842003) | > loss_disc_real_3: 0.250445157289505 (0.2596182428300381) | > loss_disc_real_4: 0.2741188406944275 (0.23616559877991677) | > loss_disc_real_5: 0.22940023243427277 (0.23766742274165154) | > loss_0: 2.580288887023926 (2.468264305591584) | > loss_gen: 2.2402679920196533 (2.401762056350708) | > loss_kl: 2.0580997467041016 (2.994813525676727) | > loss_feat: 4.854762554168701 (6.42598774433136) | > loss_mel: 15.584390640258789 (17.089774990081786) | > loss_duration: 2.2947704792022705 (2.365185534954071) | > loss_1: 27.03229331970215 (31.277524185180663)  --> STEP: 21 | > loss_disc: 2.2956414222717285 (2.4600441682906387) | > loss_disc_real_0: 0.10698172450065613 (0.1762232581774394) | > loss_disc_real_1: 0.15799418091773987 (0.1905061960929916) | > loss_disc_real_2: 0.2944784462451935 (0.23854005904424758) | > loss_disc_real_3: 0.238499715924263 (0.2586125986916678) | > loss_disc_real_4: 0.17370450496673584 (0.2331912609792891) | > loss_disc_real_5: 0.1617203801870346 (0.2340508969057174) | > loss_0: 2.2956414222717285 (2.4600441682906387) | > loss_gen: 2.3534369468688965 (2.399460860661098) | > loss_kl: 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(2.3491109067743476) | > loss_1: 32.16065979003906 (31.259719415144488)  --> STEP: 23 | > loss_disc: 2.3684122562408447 (2.459815357042397) | > loss_disc_real_0: 0.13158610463142395 (0.1769975417334101) | > loss_disc_real_1: 0.24079559743404388 (0.1957432909504227) | > loss_disc_real_2: 0.1932257115840912 (0.23383335121299909) | > loss_disc_real_3: 0.2651034891605377 (0.25911374843638874) | > loss_disc_real_4: 0.22297629714012146 (0.23451929442260577) | > loss_disc_real_5: 0.2706384062767029 (0.23683870227440543) | > loss_0: 2.3684122562408447 (2.459815357042397) | > loss_gen: 2.492288589477539 (2.415943850641665) | > loss_kl: 2.856794595718384 (2.947842328444771) | > loss_feat: 6.091459274291992 (6.5146911247916846) | > loss_mel: 17.211956024169922 (17.020908728889797) | > loss_duration: 2.296116352081299 (2.346806795700737) | > loss_1: 30.9486141204834 (31.24619309798531)  --> STEP: 24 | > loss_disc: 2.571031332015991 (2.46444935599963) | > loss_disc_real_0: 0.27542269229888916 (0.18109858967363837) | > loss_disc_real_1: 0.16219869256019592 (0.19434559935082993) | > loss_disc_real_2: 0.2852615714073181 (0.2359761937210957) | > loss_disc_real_3: 0.28003767132759094 (0.2599855785568555) | > loss_disc_real_4: 0.2637970447540283 (0.23573920068641505) | > loss_disc_real_5: 0.23202411830425262 (0.2366380946089824) | > loss_0: 2.571031332015991 (2.46444935599963) | > loss_gen: 2.4013760089874268 (2.415336857239405) | > loss_kl: 3.0280678272247314 (2.9511850575606027) | > loss_feat: 5.604653358459473 (6.4767728845278425) | > loss_mel: 17.39899444580078 (17.036662300427754) | > loss_duration: 2.4448022842407227 (2.3508899410565696) | > loss_1: 30.87789535522461 (31.230847358703613)  --> STEP: 25 | > loss_disc: 2.691519260406494 (2.4735321521759044) | > loss_disc_real_0: 0.33038654923439026 (0.18707010805606847) | > loss_disc_real_1: 0.26117536425590515 (0.19701878994703292) | > loss_disc_real_2: 0.2522618770599365 (0.23662762105464935) | > loss_disc_real_3: 0.2818061411380768 (0.2608584010601044) | > loss_disc_real_4: 0.22911706566810608 (0.2354743152856827) | > loss_disc_real_5: 0.28022077679634094 (0.23838140189647675) | > loss_0: 2.691519260406494 (2.4735321521759044) | > loss_gen: 2.563746690750122 (2.421273250579834) | > loss_kl: 3.099807024002075 (2.9571299362182617) | > loss_feat: 7.498961925506592 (6.5176604461669925) | > loss_mel: 15.047125816345215 (16.957080841064453) | > loss_duration: 2.4050986766815186 (2.3530582904815676) | > loss_1: 30.6147403717041 (31.206203079223634)  --> STEP: 26 | > loss_disc: 2.631420135498047 (2.479604766919064) | > loss_disc_real_0: 0.18984776735305786 (0.18717694110595268) | > loss_disc_real_1: 0.17174549400806427 (0.19604674010322645) | > loss_disc_real_2: 0.21140828728675842 (0.23565764667896125) | > loss_disc_real_3: 0.18153972923755646 (0.2578076829130833) | > loss_disc_real_4: 0.1385163515806198 (0.23174516283548796) | > loss_disc_real_5: 0.2056601345539093 (0.2371228916140703) | > loss_0: 2.631420135498047 (2.479604766919064) | > loss_gen: 2.0763165950775146 (2.4080056869066677) | > loss_kl: 2.8382911682128906 (2.9525592143719015) | > loss_feat: 11.73569107055664 (6.71835393172044) | > loss_mel: 19.247867584228516 (17.04518802349384) | > loss_duration: 2.3019261360168457 (2.3510916691560015) | > loss_1: 38.20009231567383 (31.4751988190871) --> EVAL PERFORMANCE | > avg_loader_time: 0.002431915356562689 (+3.525843987098234e-05) | > avg_loss_disc: 2.479604766919064 (+0.04813234622662055) | > avg_loss_disc_real_0: 0.18717694110595268 (+0.05972831467023265) | > avg_loss_disc_real_1: 0.19604674010322645 (-0.03973086264271) | > avg_loss_disc_real_2: 0.23565764667896125 (+0.00374527103625813) | > avg_loss_disc_real_3: 0.2578076829130833 (-0.003418262761372859) | > avg_loss_disc_real_4: 0.23174516283548796 (-0.012273488136438221) | > avg_loss_disc_real_5: 0.2371228916140703 (+0.009202122401732654) | > avg_loss_0: 2.479604766919064 (+0.04813234622662055) | > avg_loss_gen: 2.4080056869066677 (+0.004392156234154676) | > avg_loss_kl: 2.9525592143719015 (-0.05561470985412598) | > avg_loss_feat: 6.71835393172044 (-0.35856787975017834) | > avg_loss_mel: 17.04518802349384 (-0.44835097973163585) | > avg_loss_duration: 2.3510916691560015 (+0.01720522000239466) | > avg_loss_1: 31.4751988190871 (-0.8409359271709853)  > EPOCH: 771/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:19:47)   --> TIME: 2024-06-12 01:19:55 -- STEP: 19/330 -- GLOBAL_STEP: 342450 | > loss_disc: 2.2450687885284424 (2.3057093745783757) | > loss_disc_real_0: 0.09115442633628845 (0.09857307648972462) | > loss_disc_real_1: 0.21505898237228394 (0.19778127733029818) | > loss_disc_real_2: 0.17468039691448212 (0.204602145834973) | > loss_disc_real_3: 0.22301985323429108 (0.2271107976373873) | > loss_disc_real_4: 0.23340992629528046 (0.23155849152489713) | > loss_disc_real_5: 0.23677384853363037 (0.2288763248606732) | > loss_0: 2.2450687885284424 (2.3057093745783757) | > grad_norm_0: tensor(12.0545, device='cuda:0') (tensor(8.4830, device='cuda:0')) | > loss_gen: 2.600720167160034 (2.5182743072509766) | > loss_kl: 2.008108615875244 (1.893587821408322) | > loss_feat: 8.02391242980957 (7.021136986581903) | > loss_mel: 17.210311889648438 (17.43334870589407) | > loss_duration: 1.9577885866165161 (2.0513122207240055) | > loss_1: 31.800840377807617 (30.917660060681794) | > grad_norm_1: tensor(159.2488, device='cuda:0') (tensor(101.0604, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3568 (0.35449220004834625) | > loader_time: 0.0034 (0.0031606774581106087)  --> TIME: 2024-06-12 01:20:04 -- STEP: 44/330 -- GLOBAL_STEP: 342475 | > loss_disc: 2.4817962646484375 (2.3387728658589455) | > loss_disc_real_0: 0.11763879656791687 (0.10402101583101532) | > loss_disc_real_1: 0.2116355001926422 (0.19549118490381678) | > loss_disc_real_2: 0.23853860795497894 (0.20705886083570393) | > loss_disc_real_3: 0.24248021841049194 (0.23003089766610751) | > loss_disc_real_4: 0.2753215432167053 (0.23316098512573677) | > loss_disc_real_5: 0.23297680914402008 (0.22351088307120584) | > loss_0: 2.4817962646484375 (2.3387728658589455) | > grad_norm_0: tensor(14.6673, device='cuda:0') (tensor(8.3167, device='cuda:0')) | > loss_gen: 2.48629093170166 (2.500480202111331) | > loss_kl: 1.980959415435791 (1.9150129475376823) | > loss_feat: 7.448517322540283 (7.043489824641835) | > loss_mel: 16.755266189575195 (17.382939815521247) | > loss_duration: 1.9033057689666748 (2.0039311132647772) | > loss_1: 30.574337005615234 (30.845853805541992) | > grad_norm_1: tensor(202.9487, device='cuda:0') (tensor(86.5221, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3711 (0.3571877750483426) | > loader_time: 0.0033 (0.0032529234886169434)  --> TIME: 2024-06-12 01:20:14 -- STEP: 69/330 -- GLOBAL_STEP: 342500 | > loss_disc: 2.4201273918151855 (2.3451622016188027) | > loss_disc_real_0: 0.10383886098861694 (0.10554037631853767) | > loss_disc_real_1: 0.1872992068529129 (0.19590273348317633) | > loss_disc_real_2: 0.24680641293525696 (0.2075647165377935) | > loss_disc_real_3: 0.2353016883134842 (0.22845793007940485) | > loss_disc_real_4: 0.27487048506736755 (0.2318184444869774) | > loss_disc_real_5: 0.2696789503097534 (0.22465268706066022) | > loss_0: 2.4201273918151855 (2.3451622016188027) | > grad_norm_0: tensor(12.0573, device='cuda:0') (tensor(9.3591, device='cuda:0')) | > loss_gen: 2.5760862827301025 (2.485231012537859) | > loss_kl: 2.0063517093658447 (1.9537831458492556) | > loss_feat: 7.302618503570557 (6.974065407462742) | > loss_mel: 17.079238891601562 (17.297999312912207) | > loss_duration: 1.9413669109344482 (1.9906090688014373) | > loss_1: 30.905662536621094 (30.70168796484021) | > grad_norm_1: tensor(69.3544, device='cuda:0') (tensor(97.0392, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3615 (0.36248302114182623) | > loader_time: 0.0036 (0.0034234558326610622) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_342500.pth  --> TIME: 2024-06-12 01:20:28 -- STEP: 94/330 -- GLOBAL_STEP: 342525 | > loss_disc: 2.290954828262329 (2.350014681511737) | > loss_disc_real_0: 0.10507656633853912 (0.10767463737345756) | > loss_disc_real_1: 0.17443205416202545 (0.19561711714622826) | > loss_disc_real_2: 0.2573133707046509 (0.20840279123884567) | > loss_disc_real_3: 0.23412486910820007 (0.22988209239345916) | > loss_disc_real_4: 0.23674140870571136 (0.2331487423879035) | > loss_disc_real_5: 0.18316903710365295 (0.2246516613250083) | > loss_0: 2.290954828262329 (2.350014681511737) | > grad_norm_0: tensor(9.0239, device='cuda:0') (tensor(8.8316, device='cuda:0')) | > loss_gen: 2.5241785049438477 (2.477496131937555) | > loss_kl: 2.110323429107666 (1.9664581887265469) | > loss_feat: 7.391209602355957 (6.954868778269342) | > loss_mel: 18.01690101623535 (17.288987819184644) | > loss_duration: 1.9997813701629639 (1.9877898337993214) | > loss_1: 32.042396545410156 (30.675600762062885) | > grad_norm_1: tensor(72.5698, device='cuda:0') (tensor(90.4543, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3678 (0.3652617956729644) | > loader_time: 0.0037 (0.003566282860776211)  --> TIME: 2024-06-12 01:20:37 -- STEP: 119/330 -- GLOBAL_STEP: 342550 | > loss_disc: 2.3063337802886963 (2.3524199694144636) | > loss_disc_real_0: 0.089523546397686 (0.10961636832030881) | > loss_disc_real_1: 0.17589057981967926 (0.19607007328201745) | > loss_disc_real_2: 0.1949751377105713 (0.20849791144122595) | > loss_disc_real_3: 0.22382283210754395 (0.2301776493046464) | > loss_disc_real_4: 0.2604742646217346 (0.23166206754556223) | > loss_disc_real_5: 0.19358201324939728 (0.22412546467380362) | > loss_0: 2.3063337802886963 (2.3524199694144636) | > grad_norm_0: tensor(6.6137, device='cuda:0') (tensor(8.8153, device='cuda:0')) | > loss_gen: 2.422207832336426 (2.47458276828798) | > loss_kl: 1.9794269800186157 (1.9864938499546851) | > loss_feat: 7.361469268798828 (6.97123105586076) | > loss_mel: 17.515260696411133 (17.312225558176753) | > loss_duration: 1.9918304681777954 (1.9905673435756135) | > loss_1: 31.27019691467285 (30.73510054580304) | > grad_norm_1: tensor(97.2806, device='cuda:0') (tensor(88.2965, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3663 (0.3660370361905137) | > loader_time: 0.0038 (0.0036497196229566043)  --> TIME: 2024-06-12 01:20:47 -- STEP: 144/330 -- GLOBAL_STEP: 342575 | > loss_disc: 2.337799072265625 (2.360370826390055) | > loss_disc_real_0: 0.1226881891489029 (0.11091321091064148) | > loss_disc_real_1: 0.16685821115970612 (0.19613801574127546) | > loss_disc_real_2: 0.158100426197052 (0.20914001814607117) | > loss_disc_real_3: 0.2532557249069214 (0.23072843781361976) | > loss_disc_real_4: 0.22144736349582672 (0.23304578092777067) | > loss_disc_real_5: 0.21078859269618988 (0.22479630510012308) | > loss_0: 2.337799072265625 (2.360370826390055) | > grad_norm_0: tensor(9.8924, device='cuda:0') (tensor(8.8196, device='cuda:0')) | > loss_gen: 2.4071924686431885 (2.4719204588068866) | > loss_kl: 1.9703009128570557 (1.9918218428889911) | > loss_feat: 7.250319480895996 (6.9662425749831725) | > loss_mel: 17.348947525024414 (17.330407586362625) | > loss_duration: 2.0026307106018066 (1.9960832835899458) | > loss_1: 30.97939109802246 (30.756475740008884) | > grad_norm_1: tensor(82.1725, device='cuda:0') (tensor(92.6068, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3899 (0.36701206035084183) | > loader_time: 0.005 (0.003727785415119595)  --> TIME: 2024-06-12 01:20:57 -- STEP: 169/330 -- GLOBAL_STEP: 342600 | > loss_disc: 2.4244141578674316 (2.3645778915585867) | > loss_disc_real_0: 0.14671891927719116 (0.11251227077118744) | > loss_disc_real_1: 0.19168154895305634 (0.19693969569262668) | > loss_disc_real_2: 0.2136431336402893 (0.20946296361776498) | > loss_disc_real_3: 0.24085742235183716 (0.23052814602851868) | > loss_disc_real_4: 0.24540676176548004 (0.23275664545727906) | > loss_disc_real_5: 0.22486652433872223 (0.22457023291192815) | > loss_0: 2.4244141578674316 (2.3645778915585867) | > grad_norm_0: tensor(11.3363, device='cuda:0') (tensor(9.4044, device='cuda:0')) | > loss_gen: 2.4303886890411377 (2.4663978187290176) | > loss_kl: 2.0752034187316895 (2.000687130104155) | > loss_feat: 6.83839750289917 (6.938828694044486) | > loss_mel: 17.683086395263672 (17.322191740634175) | > loss_duration: 2.056291103363037 (2.0017980746263584) | > loss_1: 31.0833683013916 (30.729903452495147) | > grad_norm_1: tensor(90.6348, device='cuda:0') (tensor(100.2508, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3895 (0.3697032321839643) | > loader_time: 0.004 (0.003800929650752502)  --> TIME: 2024-06-12 01:21:07 -- STEP: 194/330 -- GLOBAL_STEP: 342625 | > loss_disc: 2.377737045288086 (2.3661846340317103) | > loss_disc_real_0: 0.12567707896232605 (0.11395529450215015) | > loss_disc_real_1: 0.1845671385526657 (0.19768431728955396) | > loss_disc_real_2: 0.18075786530971527 (0.20910186274457224) | > loss_disc_real_3: 0.23173673450946808 (0.2303950069952257) | > loss_disc_real_4: 0.24115009605884552 (0.2330023402866629) | > loss_disc_real_5: 0.23192739486694336 (0.22492663762004106) | > loss_0: 2.377737045288086 (2.3661846340317103) | > grad_norm_0: tensor(6.4267, device='cuda:0') (tensor(9.7524, device='cuda:0')) | > loss_gen: 2.4240496158599854 (2.464349342375686) | > loss_kl: 2.037709951400757 (2.0047019652484606) | > loss_feat: 6.880325794219971 (6.928573770621388) | > loss_mel: 17.87095069885254 (17.283940212013785) | > loss_duration: 2.03129506111145 (2.0099292637146626) | > loss_1: 31.24433135986328 (30.69149452878028) | > grad_norm_1: tensor(115.6262, device='cuda:0') (tensor(106.5989, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.3828 (0.3718846507908143) | > loader_time: 0.0045 (0.003927766662283042)  --> TIME: 2024-06-12 01:21:17 -- STEP: 219/330 -- GLOBAL_STEP: 342650 | > loss_disc: 2.319270372390747 (2.3704729472121167) | > loss_disc_real_0: 0.12926532328128815 (0.11548423164919631) | > loss_disc_real_1: 0.2802669107913971 (0.19833379208225094) | > loss_disc_real_2: 0.20906615257263184 (0.2099643982436559) | > loss_disc_real_3: 0.22779996693134308 (0.2307180669754063) | > loss_disc_real_4: 0.19991691410541534 (0.23270786659086132) | > loss_disc_real_5: 0.2139769345521927 (0.22436266450304962) | > loss_0: 2.319270372390747 (2.3704729472121167) | > grad_norm_0: tensor(31.7940, device='cuda:0') (tensor(11.4719, device='cuda:0')) | > loss_gen: 2.866750955581665 (2.469149623287322) | > loss_kl: 1.9846211671829224 (2.0088994263513977) | > loss_feat: 7.546021461486816 (6.94541041274049) | > loss_mel: 17.13453483581543 (17.24693508670754) | > loss_duration: 2.062899112701416 (2.017470059329517) | > loss_1: 31.594825744628906 (30.687864590997567) | > grad_norm_1: tensor(485.0722, device='cuda:0') (tensor(135.3793, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.4204 (0.3755258751786463) | > loader_time: 0.0053 (0.004039548847773306)  --> TIME: 2024-06-12 01:21:28 -- STEP: 244/330 -- GLOBAL_STEP: 342675 | > loss_disc: 2.4120607376098633 (2.3711297062576815) | > loss_disc_real_0: 0.11530277132987976 (0.11637648637788217) | > loss_disc_real_1: 0.246565580368042 (0.19833613223716862) | > loss_disc_real_2: 0.20355646312236786 (0.21057183216096925) | > loss_disc_real_3: 0.25826889276504517 (0.23071785307809956) | > loss_disc_real_4: 0.22338272631168365 (0.23241705087120415) | > loss_disc_real_5: 0.1971949189901352 (0.2234305560466696) | > loss_0: 2.4120607376098633 (2.3711297062576815) | > grad_norm_0: tensor(18.4121, device='cuda:0') (tensor(13.7455, device='cuda:0')) | > loss_gen: 2.4961068630218506 (2.4766668589388727) | > loss_kl: 1.9731405973434448 (2.0103919442559843) | > loss_feat: 6.168028831481934 (6.953476958587522) | > loss_mel: 16.269685745239258 (17.225129326835994) | > loss_duration: 2.04567289352417 (2.026702191986024) | > loss_1: 28.952634811401367 (30.69236726448184) | > grad_norm_1: tensor(653.0311, device='cuda:0') (tensor(164.4830, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.4434 (0.3807908697206466) | > loader_time: 0.0057 (0.0041933186718675)  --> TIME: 2024-06-12 01:21:39 -- STEP: 269/330 -- GLOBAL_STEP: 342700 | > loss_disc: 2.3417632579803467 (2.372772701610865) | > loss_disc_real_0: 0.1314452588558197 (0.11791718609935732) | > loss_disc_real_1: 0.18817093968391418 (0.19869213360171337) | > loss_disc_real_2: 0.20484009385108948 (0.2110101278165016) | > loss_disc_real_3: 0.2131405472755432 (0.23034627929496057) | > loss_disc_real_4: 0.23153145611286163 (0.23267159674690557) | > loss_disc_real_5: 0.24338963627815247 (0.22339386578829315) | > loss_0: 2.3417632579803467 (2.372772701610865) | > grad_norm_0: tensor(18.6587, device='cuda:0') (tensor(15.2785, device='cuda:0')) | > loss_gen: 2.4041671752929688 (2.477263263610215) | > loss_kl: 1.9217020273208618 (2.0150496294950457) | > loss_feat: 6.90675163269043 (6.950485913726922) | > loss_mel: 16.61214828491211 (17.17959297988493) | > loss_duration: 2.1375086307525635 (2.0349870898023434) | > loss_1: 29.982276916503906 (30.65737885258898) | > grad_norm_1: tensor(484.3267, device='cuda:0') (tensor(185.8446, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.4542 (0.38607999649189656) | > loader_time: 0.0063 (0.0043556645900343464)  --> TIME: 2024-06-12 01:21:51 -- STEP: 294/330 -- GLOBAL_STEP: 342725 | > loss_disc: 2.4159746170043945 (2.375691328729903) | > loss_disc_real_0: 0.11263444274663925 (0.11963975454877022) | > loss_disc_real_1: 0.17330974340438843 (0.19900941686565382) | > loss_disc_real_2: 0.20442847907543182 (0.2111243444944726) | > loss_disc_real_3: 0.1927066296339035 (0.23034325536011027) | > loss_disc_real_4: 0.20917268097400665 (0.23203264703961457) | > loss_disc_real_5: 0.1773039996623993 (0.22291929193702684) | > loss_0: 2.4159746170043945 (2.375691328729903) | > grad_norm_0: tensor(24.9076, device='cuda:0') (tensor(16.5570, device='cuda:0')) | > loss_gen: 2.25063419342041 (2.4714272022247306) | > loss_kl: 2.133368968963623 (2.020098420632939) | > loss_feat: 7.118799686431885 (6.952565189932482) | > loss_mel: 16.702754974365234 (17.133333910079212) | > loss_duration: 2.198359727859497 (2.0452862783354173) | > loss_1: 30.403919219970703 (30.622711006475953) | > grad_norm_1: tensor(143.5714, device='cuda:0') (tensor(202.3854, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.4542 (0.39182177206285956) | > loader_time: 0.0065 (0.0045201964929801304)  --> TIME: 2024-06-12 01:22:04 -- STEP: 319/330 -- GLOBAL_STEP: 342750 | > loss_disc: 2.419192314147949 (2.3756493311316995) | > loss_disc_real_0: 0.10148074477910995 (0.12018657319224367) | > loss_disc_real_1: 0.18879544734954834 (0.19938190795224303) | > loss_disc_real_2: 0.20072193443775177 (0.21133324928978772) | > loss_disc_real_3: 0.202677384018898 (0.23011802164925302) | > loss_disc_real_4: 0.23074807226657867 (0.23201330080861957) | > loss_disc_real_5: 0.20096656680107117 (0.22268794990819077) | > loss_0: 2.419192314147949 (2.3756493311316995) | > grad_norm_0: tensor(18.1576, device='cuda:0') (tensor(18.0429, device='cuda:0')) | > loss_gen: 2.433016777038574 (2.4724998018210953) | > loss_kl: 2.0266575813293457 (2.0234473330847513) | > loss_feat: 7.787039279937744 (6.984131730836016) | > loss_mel: 16.91103172302246 (17.105005623031165) | > loss_duration: 2.247340440750122 (2.059321298120914) | > loss_1: 31.405086517333984 (30.644405783530686) | > grad_norm_1: tensor(443.8459, device='cuda:0') (tensor(223.1088, device='cuda:0')) | > current_lr_0: 0.0001816235870934131 | > current_lr_1: 0.0001816235870934131 | > step_time: 0.5653 (0.40174295237071844) | > loader_time: 0.009 (0.004737948175508028)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.642188787460327 (2.642188787460327) | > loss_disc_real_0: 0.21711474657058716 (0.21711474657058716) | > loss_disc_real_1: 0.23838971555233002 (0.23838971555233002) | > loss_disc_real_2: 0.22859978675842285 (0.22859978675842285) | > loss_disc_real_3: 0.2436123937368393 (0.2436123937368393) | > loss_disc_real_4: 0.29627859592437744 (0.29627859592437744) | > loss_disc_real_5: 0.29285717010498047 (0.29285717010498047) | > loss_0: 2.642188787460327 (2.642188787460327) | > loss_gen: 2.3180203437805176 (2.3180203437805176) | > loss_kl: 2.047409772872925 (2.047409772872925) | > loss_feat: 3.7793290615081787 (3.7793290615081787) | > loss_mel: 13.788713455200195 (13.788713455200195) | > loss_duration: 3.0322628021240234 (3.0322628021240234) | > loss_1: 24.965734481811523 (24.965734481811523)  --> STEP: 1 | > loss_disc: 2.198563575744629 (2.198563575744629) | > loss_disc_real_0: 0.08008135110139847 (0.08008135110139847) | > loss_disc_real_1: 0.21136456727981567 (0.21136456727981567) | > loss_disc_real_2: 0.1791694611310959 (0.1791694611310959) | > loss_disc_real_3: 0.19621498882770538 (0.19621498882770538) | > loss_disc_real_4: 0.16343571245670319 (0.16343571245670319) | > loss_disc_real_5: 0.2082994282245636 (0.2082994282245636) | > loss_0: 2.198563575744629 (2.198563575744629) | > loss_gen: 2.2702102661132812 (2.2702102661132812) | > loss_kl: 2.7965400218963623 (2.7965400218963623) | > loss_feat: 8.161947250366211 (8.161947250366211) | > loss_mel: 19.147319793701172 (19.147319793701172) | > loss_duration: 2.448533535003662 (2.448533535003662) | > loss_1: 34.82455062866211 (34.82455062866211)  --> STEP: 2 | > loss_disc: 2.5125694274902344 (2.3555665016174316) | > loss_disc_real_0: 0.13794255256652832 (0.1090119518339634) | > loss_disc_real_1: 0.24440190196037292 (0.2278832346200943) | > loss_disc_real_2: 0.18782761693000793 (0.1834985390305519) | > loss_disc_real_3: 0.22677361965179443 (0.2114943042397499) | > loss_disc_real_4: 0.21695077419281006 (0.19019324332475662) | > loss_disc_real_5: 0.25748562812805176 (0.23289252817630768) | > loss_0: 2.5125694274902344 (2.3555665016174316) | > loss_gen: 2.3928840160369873 (2.3315471410751343) | > loss_kl: 2.6295981407165527 (2.7130690813064575) | > loss_feat: 5.559735298156738 (6.860841274261475) | > loss_mel: 18.863554000854492 (19.005436897277832) | > loss_duration: 2.472092628479004 (2.460313081741333) | > loss_1: 31.917861938476562 (33.371206283569336)  --> STEP: 3 | > loss_disc: 2.2365543842315674 (2.3158957958221436) | > loss_disc_real_0: 0.13395729660987854 (0.11732706675926845) | > loss_disc_real_1: 0.2243533879518509 (0.22670661906401315) | > loss_disc_real_2: 0.15709316730499268 (0.1746967484553655) | > loss_disc_real_3: 0.25542324781417847 (0.2261372854312261) | > loss_disc_real_4: 0.2758188545703888 (0.21873511373996735) | > loss_disc_real_5: 0.23099668323993683 (0.23226057986418405) | > loss_0: 2.2365543842315674 (2.3158957958221436) | > loss_gen: 2.604398727416992 (2.4224976698557534) | > loss_kl: 2.9926788806915283 (2.806272347768148) | > loss_feat: 6.406669616699219 (6.709450721740723) | > loss_mel: 19.597068786621094 (19.202647527058918) | > loss_duration: 2.3058180809020996 (2.4088147481282554) | > loss_1: 33.90663528442383 (33.5496826171875)  --> STEP: 4 | > loss_disc: 2.238934278488159 (2.2966554164886475) | > loss_disc_real_0: 0.15958425402641296 (0.12789136357605457) | > loss_disc_real_1: 0.2137913852930069 (0.2234778106212616) | > loss_disc_real_2: 0.1546998769044876 (0.16969753056764603) | > loss_disc_real_3: 0.24515406787395477 (0.23089148104190826) | > loss_disc_real_4: 0.18489514291286469 (0.21027512103319168) | > loss_disc_real_5: 0.20061759650707245 (0.22434983402490616) | > loss_0: 2.238934278488159 (2.2966554164886475) | > loss_gen: 2.436342239379883 (2.425958812236786) | > loss_kl: 3.7841827869415283 (3.050749957561493) | > loss_feat: 7.8193359375 (6.986922025680542) | > loss_mel: 18.585899353027344 (19.048460483551025) | > loss_duration: 2.372814178466797 (2.3998146057128906) | > loss_1: 34.99857711791992 (33.911906242370605)  --> STEP: 5 | > loss_disc: 2.620560646057129 (2.361436462402344) | > loss_disc_real_0: 0.2784312963485718 (0.15799935013055802) | > loss_disc_real_1: 0.2097424566745758 (0.22073073983192443) | > loss_disc_real_2: 0.2663642168045044 (0.1890308678150177) | > loss_disc_real_3: 0.2550024688243866 (0.23571367859840392) | > loss_disc_real_4: 0.26755043864250183 (0.22173018455505372) | > loss_disc_real_5: 0.25771456956863403 (0.23102278113365174) | > loss_0: 2.620560646057129 (2.361436462402344) | > loss_gen: 2.4590609073638916 (2.432579231262207) | > loss_kl: 3.029749870300293 (3.046549940109253) | > loss_feat: 5.0481367111206055 (6.599164962768555) | > loss_mel: 17.755508422851562 (18.789870071411134) | > loss_duration: 2.317279577255249 (2.383307600021362) | > loss_1: 30.6097354888916 (33.251472091674806)  --> STEP: 6 | > loss_disc: 2.583510637283325 (2.3984488248825073) | > loss_disc_real_0: 0.15322700142860413 (0.15720395868023238) | > loss_disc_real_1: 0.24556156992912292 (0.22486921151479086) | > loss_disc_real_2: 0.23759569227695465 (0.19712500522534052) | > loss_disc_real_3: 0.2542060911655426 (0.23879574735959372) | > loss_disc_real_4: 0.21286199986934662 (0.22025215377410254) | > loss_disc_real_5: 0.27128711342811584 (0.2377335031827291) | > loss_0: 2.583510637283325 (2.3984488248825073) | > loss_gen: 2.3216114044189453 (2.4140845934549966) | > loss_kl: 2.6623146533966064 (2.982510725657145) | > loss_feat: 6.229233741760254 (6.537509759267171) | > loss_mel: 17.188961029052734 (18.523051897684734) | > loss_duration: 2.172950506210327 (2.34824808438619) | > loss_1: 30.575071334838867 (32.80540529886881)  --> STEP: 7 | > loss_disc: 2.636012554168701 (2.432386500494821) | > loss_disc_real_0: 0.21207693219184875 (0.16504295489617757) | > loss_disc_real_1: 0.2612214982509613 (0.23006239533424377) | > loss_disc_real_2: 0.2224443554878235 (0.2007420552628381) | > loss_disc_real_3: 0.2374003678560257 (0.23859640743051255) | > loss_disc_real_4: 0.2840033173561096 (0.2293594628572464) | > loss_disc_real_5: 0.3155989348888397 (0.24885713628360204) | > loss_0: 2.636012554168701 (2.432386500494821) | > loss_gen: 2.487637519836426 (2.4245921543666293) | > loss_kl: 3.971485137939453 (3.1237927845546176) | > loss_feat: 6.2927398681640625 (6.502542631966727) | > loss_mel: 18.051742553710938 (18.45572199140276) | > loss_duration: 2.605400562286377 (2.384984152657645) | > loss_1: 33.40900421142578 (32.891633714948384)  --> STEP: 8 | > loss_disc: 2.219839572906494 (2.40581813454628) | > loss_disc_real_0: 0.16035203635692596 (0.16445659007877111) | > loss_disc_real_1: 0.20195065438747406 (0.22654842771589756) | > loss_disc_real_2: 0.18930533528327942 (0.19931246526539326) | > loss_disc_real_3: 0.1663464903831482 (0.22956516779959202) | > loss_disc_real_4: 0.1793171763420105 (0.2231041770428419) | > loss_disc_real_5: 0.16082799434661865 (0.2378534935414791) | > loss_0: 2.219839572906494 (2.40581813454628) | > loss_gen: 2.360137462615967 (2.4165353178977966) | > loss_kl: 3.27687668800354 (3.142928272485733) | > loss_feat: 8.205978393554688 (6.715472102165222) | > loss_mel: 18.169086456298828 (18.41989254951477) | > loss_duration: 2.307791233062744 (2.3753350377082825) | > loss_1: 34.31986999511719 (33.07016324996948)  --> STEP: 9 | > loss_disc: 2.3608860969543457 (2.400825685924954) | > loss_disc_real_0: 0.1660040318965912 (0.1646285280585289) | > loss_disc_real_1: 0.10303711146116257 (0.21282494813203812) | > loss_disc_real_2: 0.21654890477657318 (0.20122762521107992) | > loss_disc_real_3: 0.24682272970676422 (0.23148267467816672) | > loss_disc_real_4: 0.2437656670808792 (0.2253998981581794) | > loss_disc_real_5: 0.2321176677942276 (0.23721617956956229) | > loss_0: 2.3608860969543457 (2.400825685924954) | > loss_gen: 2.4048237800598145 (2.4152340359157987) | > loss_kl: 2.907992124557495 (3.116824256049262) | > loss_feat: 9.055854797363281 (6.975514623853895) | > loss_mel: 19.9980525970459 (18.59524366590712) | > loss_duration: 2.144287347793579 (2.3496630721622043) | > loss_1: 36.511009216308594 (33.45247946845161)  --> STEP: 10 | > loss_disc: 2.4360246658325195 (2.4043455839157106) | > loss_disc_real_0: 0.16790708899497986 (0.164956384152174) | > loss_disc_real_1: 0.254443496465683 (0.2169868029654026) | > loss_disc_real_2: 0.2310718148946762 (0.20421204417943956) | > loss_disc_real_3: 0.24922344088554382 (0.2332567512989044) | > loss_disc_real_4: 0.24883343279361725 (0.22774325162172318) | > loss_disc_real_5: 0.2076713740825653 (0.23426169902086258) | > loss_0: 2.4360246658325195 (2.4043455839157106) | > loss_gen: 2.2607080936431885 (2.3997814416885377) | > loss_kl: 2.982037305831909 (3.1033455610275267) | > loss_feat: 5.472456932067871 (6.825208854675293) | > loss_mel: 13.79968547821045 (18.11568784713745) | > loss_duration: 2.360393524169922 (2.350736117362976) | > loss_1: 26.875282287597656 (32.79475975036621)  --> STEP: 11 | > loss_disc: 2.5093770027160645 (2.4138938947157427) | > loss_disc_real_0: 0.13046208024024963 (0.16182053834199905) | > loss_disc_real_1: 0.27650120854377747 (0.2223972034725276) | > loss_disc_real_2: 0.18378908932209015 (0.2023554119196805) | > loss_disc_real_3: 0.2746584713459015 (0.23702054403044961) | > loss_disc_real_4: 0.24129454791545868 (0.2289751876484264) | > loss_disc_real_5: 0.22087210416793823 (0.23304446312514218) | > loss_0: 2.5093770027160645 (2.4138938947157427) | > loss_gen: 2.2222583293914795 (2.3836429769342597) | > loss_kl: 3.980645179748535 (3.1831000718203457) | > loss_feat: 6.466608047485352 (6.79260878129439) | > loss_mel: 16.597705841064453 (17.977689482948996) | > loss_duration: 2.522034168243408 (2.366308667443015) | > loss_1: 31.78925132751465 (32.703349893743344)  --> STEP: 12 | > loss_disc: 2.2036523818969727 (2.396373768647512) | > loss_disc_real_0: 0.06789559870958328 (0.15399346003929773) | > loss_disc_real_1: 0.22598503530025482 (0.22269618945817152) | > loss_disc_real_2: 0.21265673637390137 (0.2032138556241989) | > loss_disc_real_3: 0.2104426473379135 (0.2348057193060716) | > loss_disc_real_4: 0.1874759942293167 (0.22551692153016725) | > loss_disc_real_5: 0.22904330492019653 (0.23271103327473006) | > loss_0: 2.2036523818969727 (2.396373768647512) | > loss_gen: 2.3962857723236084 (2.3846965432167053) | > loss_kl: 2.68357515335083 (3.1414729952812195) | > loss_feat: 6.778912544250488 (6.7914674282073975) | > loss_mel: 17.585670471191406 (17.945021231969196) | > loss_duration: 2.2450318336486816 (2.3562022646268206) | > loss_1: 31.689476013183594 (32.618860403696694)  --> STEP: 13 | > loss_disc: 2.3690052032470703 (2.3942684943859396) | > loss_disc_real_0: 0.10432961583137512 (0.150173164330996) | > loss_disc_real_1: 0.31467512249946594 (0.22977149199980956) | > loss_disc_real_2: 0.24269717931747437 (0.2062510343698355) | > loss_disc_real_3: 0.2268402874469757 (0.23419299377844885) | > loss_disc_real_4: 0.1876949965953827 (0.22260754268903) | > loss_disc_real_5: 0.1868770867586136 (0.22918534508118263) | > loss_0: 2.3690052032470703 (2.3942684943859396) | > loss_gen: 2.3814430236816406 (2.3844462724832387) | > loss_kl: 3.474972724914551 (3.1671268206376295) | > loss_feat: 6.16991662979126 (6.743655828329233) | > loss_mel: 15.68933391571045 (17.77150682302622) | > loss_duration: 2.2531962394714355 (2.3482787242302523) | > loss_1: 29.96886444091797 (32.41501456040602)  --> STEP: 14 | > loss_disc: 2.299801826477051 (2.38752087524959) | > loss_disc_real_0: 0.16074779629707336 (0.1509284951857158) | > loss_disc_real_1: 0.15869517624378204 (0.22469461230295046) | > loss_disc_real_2: 0.20025098323822021 (0.20582245928900583) | > loss_disc_real_3: 0.22687005996704102 (0.23366992707763398) | > loss_disc_real_4: 0.2502005398273468 (0.2245784710560526) | > loss_disc_real_5: 0.2794645130634308 (0.23277671422277177) | > loss_0: 2.299801826477051 (2.38752087524959) | > loss_gen: 2.492100238800049 (2.392135841505868) | > loss_kl: 4.056334018707275 (3.230641620499747) | > loss_feat: 7.55816125869751 (6.801834787641253) | > loss_mel: 17.55126953125 (17.755775587899347) | > loss_duration: 2.4066433906555176 (2.352447628974914) | > loss_1: 34.06450653076172 (32.53283541543143)  --> STEP: 15 | > loss_disc: 2.4475083351135254 (2.391520039240519) | > loss_disc_real_0: 0.12320086359977722 (0.1490799864133199) | > loss_disc_real_1: 0.21914714574813843 (0.2243247811992963) | > loss_disc_real_2: 0.24275819957256317 (0.2082848419745763) | > loss_disc_real_3: 0.18001459538936615 (0.2300929049650828) | > loss_disc_real_4: 0.2197144329547882 (0.22425420184930164) | > loss_disc_real_5: 0.24609379470348358 (0.23366451958815257) | > loss_0: 2.4475083351135254 (2.391520039240519) | > loss_gen: 2.2548041343688965 (2.382980394363403) | > loss_kl: 3.8036303520202637 (3.2688408692677817) | > loss_feat: 7.054777145385742 (6.818697611490886) | > loss_mel: 17.614185333251953 (17.746336237589517) | > loss_duration: 2.4065775871276855 (2.3560562928517657) | > loss_1: 33.133975982666016 (32.572911453247066)  --> STEP: 16 | > loss_disc: 2.3685808181762695 (2.3900863379240036) | > loss_disc_real_0: 0.12475229054689407 (0.1475595054216683) | > loss_disc_real_1: 0.23305171728134155 (0.22487021470442414) | > loss_disc_real_2: 0.14817453920841217 (0.20452794805169106) | > loss_disc_real_3: 0.26468518376350403 (0.23225492238998413) | > loss_disc_real_4: 0.21977467834949493 (0.22397423163056374) | > loss_disc_real_5: 0.23330511152744293 (0.23364205658435822) | > loss_0: 2.3685808181762695 (2.3900863379240036) | > loss_gen: 2.3662562370300293 (2.3819351345300674) | > loss_kl: 3.0879900455474854 (3.257537692785263) | > loss_feat: 8.002609252929688 (6.8926920890808105) | > loss_mel: 16.70304298400879 (17.681130409240723) | > loss_duration: 2.3803226947784424 (2.357572942972183) | > loss_1: 32.54022216796875 (32.570868372917175)  --> STEP: 17 | > loss_disc: 2.642754554748535 (2.4049491742077995) | > loss_disc_real_0: 0.1671527624130249 (0.14871204995057163) | > loss_disc_real_1: 0.20927101373672485 (0.22395261464750066) | > loss_disc_real_2: 0.19756969809532166 (0.20411863923072815) | > loss_disc_real_3: 0.3245108723640442 (0.23768174297669353) | > loss_disc_real_4: 0.3099263608455658 (0.22903023923144622) | > loss_disc_real_5: 0.48022326827049255 (0.24814683374236612) | > loss_0: 2.642754554748535 (2.4049491742077995) | > loss_gen: 2.7285385131835938 (2.40232356856851) | > loss_kl: 2.4317879676818848 (3.2089641795438877) | > loss_feat: 6.280702590942383 (6.856692706837373) | > loss_mel: 16.476612091064453 (17.610276390524472) | > loss_duration: 2.472500801086426 (2.364333405214197) | > loss_1: 30.390140533447266 (32.44259026471306)  --> STEP: 18 | > loss_disc: 2.314284086227417 (2.399912224875556) | > loss_disc_real_0: 0.11812703311443329 (0.14701288234856394) | > loss_disc_real_1: 0.224751278758049 (0.22399698487586445) | > loss_disc_real_2: 0.14343902468681335 (0.200747549533844) | > loss_disc_real_3: 0.1733926683664322 (0.2341101277205679) | > loss_disc_real_4: 0.21621549129486084 (0.2283183087905248) | > loss_disc_real_5: 0.2319958209991455 (0.24724955525663164) | > loss_0: 2.314284086227417 (2.399912224875556) | > loss_gen: 2.370082378387451 (2.4005323913362293) | > loss_kl: 2.96730899810791 (3.1955388916863336) | > loss_feat: 9.154139518737793 (6.9843286408318415) | > loss_mel: 19.264450073242188 (17.702174928453232) | > loss_duration: 2.2937231063842773 (2.360410610834757) | > loss_1: 36.049705505371094 (32.64298555586073)  --> STEP: 19 | > loss_disc: 2.526939868927002 (2.406597890351948) | > loss_disc_real_0: 0.1931014060974121 (0.1494385941248191) | > loss_disc_real_1: 0.2804901599884033 (0.22697030988178754) | > loss_disc_real_2: 0.24966977536678314 (0.20332240352505132) | > loss_disc_real_3: 0.24345536530017853 (0.2346019823300211) | > loss_disc_real_4: 0.26074883341789246 (0.23002517850775467) | > loss_disc_real_5: 0.2639344036579132 (0.24812770517248856) | > loss_0: 2.526939868927002 (2.406597890351948) | > loss_gen: 2.5179104804992676 (2.4067101855027047) | > loss_kl: 1.8850253820419312 (3.1265644964418913) | > loss_feat: 5.464790344238281 (6.904352941011128) | > loss_mel: 15.736387252807617 (17.598712419208727) | > loss_duration: 2.355714797973633 (2.3601634627894343) | > loss_1: 27.959827423095703 (32.3965035488731)  --> STEP: 20 | > loss_disc: 2.3836536407470703 (2.405450677871704) | > loss_disc_real_0: 0.15848097205162048 (0.14989071302115917) | > loss_disc_real_1: 0.2556721270084381 (0.22840540073812007) | > loss_disc_real_2: 0.25769394636154175 (0.20604098066687584) | > loss_disc_real_3: 0.274647980928421 (0.2366042822599411) | > loss_disc_real_4: 0.25284484028816223 (0.23116616159677505) | > loss_disc_real_5: 0.19974073767662048 (0.24570835679769515) | > loss_0: 2.3836536407470703 (2.405450677871704) | > loss_gen: 2.5922231674194336 (2.4159858345985414) | > loss_kl: 2.271817684173584 (3.0838271558284758) | > loss_feat: 9.117132186889648 (7.014991903305054) | > loss_mel: 18.629907608032227 (17.650272178649903) | > loss_duration: 2.3475112915039062 (2.359530854225158) | > loss_1: 34.95859146118164 (32.52460794448852)  --> STEP: 21 | > loss_disc: 2.590683698654175 (2.4142712979089644) | > loss_disc_real_0: 0.17613394558429718 (0.151140390762261) | > loss_disc_real_1: 0.26707035303115845 (0.23024658894255048) | > loss_disc_real_2: 0.1820145696401596 (0.20489686585607983) | > loss_disc_real_3: 0.25920772552490234 (0.23768063670112974) | > loss_disc_real_4: 0.26804184913635254 (0.2329221467177073) | > loss_disc_real_5: 0.27088379859924316 (0.24690718735967362) | > loss_0: 2.590683698654175 (2.4142712979089644) | > loss_gen: 2.2477595806121826 (2.407975060599191) | > loss_kl: 2.6109471321105957 (3.061309059460958) | > loss_feat: 5.421332359313965 (6.939103353591192) | > loss_mel: 15.96484375 (17.570013682047527) | > loss_duration: 2.206033945083618 (2.3522214775993704) | > loss_1: 28.450916290283203 (32.33062262762161)  --> STEP: 22 | > loss_disc: 2.3007800579071045 (2.4091126051816074) | > loss_disc_real_0: 0.1348380446434021 (0.15039937502958559) | > loss_disc_real_1: 0.2669202387332916 (0.2319135730239478) | > loss_disc_real_2: 0.17460907995700836 (0.20352014831521295) | > loss_disc_real_3: 0.19243313372135162 (0.23562393202023071) | > loss_disc_real_4: 0.26757216453552246 (0.234497147527608) | > loss_disc_real_5: 0.28987300395965576 (0.24886017902330917) | > loss_0: 2.3007800579071045 (2.4091126051816074) | > loss_gen: 2.8110063076019287 (2.4262946627356787) | > loss_kl: 2.242645025253296 (3.024097057906064) | > loss_feat: 7.702552795410156 (6.9738056009466) | > loss_mel: 16.290056228637695 (17.511833797801625) | > loss_duration: 2.2283968925476074 (2.3465930873697447) | > loss_1: 31.274658203125 (32.28262424468994)  --> STEP: 23 | > loss_disc: 2.289761781692505 (2.4039234389429507) | > loss_disc_real_0: 0.10679226368665695 (0.14850341366684955) | > loss_disc_real_1: 0.23294606804847717 (0.23195846411197082) | > loss_disc_real_2: 0.1645125150680542 (0.20182416426098865) | > loss_disc_real_3: 0.212418332695961 (0.2346149929191755) | > loss_disc_real_4: 0.17669758200645447 (0.23198412293973175) | > loss_disc_real_5: 0.22890672087669373 (0.24799263736476068) | > loss_0: 2.289761781692505 (2.4039234389429507) | > loss_gen: 2.5001962184906006 (2.429507773855458) | > loss_kl: 2.969895601272583 (3.021740472835043) | > loss_feat: 8.644908905029297 (7.0464622663415) | > loss_mel: 16.83982276916504 (17.48261592699134) | > loss_duration: 2.3229923248291016 (2.345566967259282) | > loss_1: 33.27781677246094 (32.32589348502781)  --> STEP: 24 | > loss_disc: 2.498602867126465 (2.407868415117264) | > loss_disc_real_0: 0.18711835145950317 (0.15011236940821013) | > loss_disc_real_1: 0.2306532859802246 (0.23190408168981472) | > loss_disc_real_2: 0.18184980750083923 (0.20099189939598242) | > loss_disc_real_3: 0.19542145729064941 (0.2329819289346536) | > loss_disc_real_4: 0.21650078892707825 (0.23133898402253786) | > loss_disc_real_5: 0.29336223006248474 (0.2498830370604992) | > loss_0: 2.498602867126465 (2.407868415117264) | > loss_gen: 2.1732773780822754 (2.4188315073649087) | > loss_kl: 2.5192184448242188 (3.000802055001259) | > loss_feat: 5.399654865264893 (6.977845291296641) | > loss_mel: 15.68333911895752 (17.407646059989933) | > loss_duration: 2.3869519233703613 (2.347291340430577) | > loss_1: 28.16244125366211 (32.15241630872091)  --> STEP: 25 | > loss_disc: 2.554166793823242 (2.413720350265503) | > loss_disc_real_0: 0.19042295217514038 (0.15172479271888734) | > loss_disc_real_1: 0.21293188631534576 (0.23114519387483598) | > loss_disc_real_2: 0.27678269147872925 (0.2040235310792923) | > loss_disc_real_3: 0.22789523005485535 (0.23277846097946167) | > loss_disc_real_4: 0.25553423166275024 (0.23230679392814635) | > loss_disc_real_5: 0.2788606882095337 (0.25104214310646056) | > loss_0: 2.554166793823242 (2.413720350265503) | > loss_gen: 2.1989870071411133 (2.4100377273559572) | > loss_kl: 3.1133666038513184 (3.005304636955261) | > loss_feat: 4.836349010467529 (6.892185440063477) | > loss_mel: 16.726999282836914 (17.380420188903813) | > loss_duration: 2.3858065605163574 (2.3488319492340084) | > loss_1: 29.26150894165039 (32.03678001403809)  --> STEP: 26 | > loss_disc: 2.542937755584717 (2.418690250470088) | > loss_disc_real_0: 0.08891475200653076 (0.14930902192225823) | > loss_disc_real_1: 0.30802083015441895 (0.2341019491163584) | > loss_disc_real_2: 0.14031146466732025 (0.20157306698652414) | > loss_disc_real_3: 0.22540892660617828 (0.23249501734972) | > loss_disc_real_4: 0.2809438705444336 (0.23417745072108048) | > loss_disc_real_5: 0.29395049810409546 (0.25269246445252347) | > loss_0: 2.542937755584717 (2.418690250470088) | > loss_gen: 2.245438575744629 (2.4037069907555217) | > loss_kl: 2.901634693145752 (3.001317331424126) | > loss_feat: 8.096489906311035 (6.93850484261146) | > loss_mel: 17.35247039794922 (17.379345196944023) | > loss_duration: 2.304840564727783 (2.347139972906846) | > loss_1: 32.900875091552734 (32.070014440096344) --> EVAL PERFORMANCE | > avg_loader_time: 0.002502331366905799 (+7.041601034311028e-05) | > avg_loss_disc: 2.418690250470088 (-0.06091451644897594) | > avg_loss_disc_real_0: 0.14930902192225823 (-0.03786791918369445) | > avg_loss_disc_real_1: 0.2341019491163584 (+0.038055209013131946) | > avg_loss_disc_real_2: 0.20157306698652414 (-0.03408457969243711) | > avg_loss_disc_real_3: 0.23249501734972 (-0.025312665563363312) | > avg_loss_disc_real_4: 0.23417745072108048 (+0.002432287885592521) | > avg_loss_disc_real_5: 0.25269246445252347 (+0.015569572838453172) | > avg_loss_0: 2.418690250470088 (-0.06091451644897594) | > avg_loss_gen: 2.4037069907555217 (-0.004298696151145975) | > avg_loss_kl: 3.001317331424126 (+0.04875811705222466) | > avg_loss_feat: 6.93850484261146 (+0.2201509108910198) | > avg_loss_mel: 17.379345196944023 (+0.33415717345018336) | > avg_loss_duration: 2.347139972906846 (-0.003951696249155479) | > avg_loss_1: 32.070014440096344 (+0.5948156210092428)  > EPOCH: 772/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:22:30)   --> TIME: 2024-06-12 01:22:37 -- STEP: 14/330 -- GLOBAL_STEP: 342775 | > loss_disc: 2.3784871101379395 (2.338623438562666) | > loss_disc_real_0: 0.13063257932662964 (0.10386541060038976) | > loss_disc_real_1: 0.2261253446340561 (0.19974220544099808) | > loss_disc_real_2: 0.20248925685882568 (0.2073815507548196) | > loss_disc_real_3: 0.2222559005022049 (0.21935690194368362) | > loss_disc_real_4: 0.2331933230161667 (0.23292157799005508) | > loss_disc_real_5: 0.21369902789592743 (0.22909673409802572) | > loss_0: 2.3784871101379395 (2.338623438562666) | > grad_norm_0: tensor(12.0310, device='cuda:0') (tensor(7.9252, device='cuda:0')) | > loss_gen: 2.5105156898498535 (2.48094528062003) | > loss_kl: 1.6634111404418945 (1.9187764014516557) | > loss_feat: 6.6479082107543945 (6.90336993762425) | > loss_mel: 16.4970645904541 (17.587677955627445) | > loss_duration: 1.9966607093811035 (2.0706127200807845) | > loss_1: 29.31555938720703 (30.961382184709823) | > grad_norm_1: tensor(86.5672, device='cuda:0') (tensor(99.6684, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3542 (0.377021108354841) | > loader_time: 0.0036 (0.0035295656749180387)  --> TIME: 2024-06-12 01:22:46 -- STEP: 39/330 -- GLOBAL_STEP: 342800 | > loss_disc: 2.406707525253296 (2.343230803807576) | > loss_disc_real_0: 0.13281016051769257 (0.10817112143223102) | > loss_disc_real_1: 0.21038997173309326 (0.19494429268898109) | > loss_disc_real_2: 0.192820206284523 (0.20898622006942064) | > loss_disc_real_3: 0.24347789585590363 (0.22652349716577774) | > loss_disc_real_4: 0.2335369735956192 (0.2341137199829786) | > loss_disc_real_5: 0.21656832098960876 (0.2262532325127186) | > loss_0: 2.406707525253296 (2.343230803807576) | > grad_norm_0: tensor(12.8330, device='cuda:0') (tensor(8.6651, device='cuda:0')) | > loss_gen: 2.519289970397949 (2.4984109707367734) | > loss_kl: 1.90265953540802 (1.9261155556409786) | > loss_feat: 7.231768608093262 (6.9658133922479095) | > loss_mel: 16.662376403808594 (17.435259598952072) | > loss_duration: 1.9987541437149048 (2.0081876730307564) | > loss_1: 30.314847946166992 (30.83378698886969) | > grad_norm_1: tensor(156.3748, device='cuda:0') (tensor(106.0760, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3592 (0.36584847401349974) | > loader_time: 0.0034 (0.0035272500453851162)  --> TIME: 2024-06-12 01:22:55 -- STEP: 64/330 -- GLOBAL_STEP: 342825 | > loss_disc: 2.2694382667541504 (2.3581775650382033) | > loss_disc_real_0: 0.08056776225566864 (0.10985808225814253) | > loss_disc_real_1: 0.21351300179958344 (0.19643378537148237) | > loss_disc_real_2: 0.19061626493930817 (0.20958528062328696) | > loss_disc_real_3: 0.2164691835641861 (0.22798515297472477) | > loss_disc_real_4: 0.22315014898777008 (0.23314836341887712) | > loss_disc_real_5: 0.21096719801425934 (0.22642049845308065) | > loss_0: 2.2694382667541504 (2.3581775650382033) | > grad_norm_0: tensor(32.0444, device='cuda:0') (tensor(12.7563, device='cuda:0')) | > loss_gen: 2.550968885421753 (2.4969004467129707) | > loss_kl: 2.119839668273926 (1.9413656517863274) | > loss_feat: 7.2889838218688965 (7.0286044627428055) | > loss_mel: 17.59743309020996 (17.428902566432953) | > loss_duration: 2.00010347366333 (1.9933555647730832) | > loss_1: 31.557327270507812 (30.889128535985947) | > grad_norm_1: tensor(373.6850, device='cuda:0') (tensor(163.3480, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3539 (0.3629060238599777) | > loader_time: 0.0036 (0.003574918955564499)  --> TIME: 2024-06-12 01:23:05 -- STEP: 89/330 -- GLOBAL_STEP: 342850 | > loss_disc: 2.3506743907928467 (2.3621294310923364) | > loss_disc_real_0: 0.09383422136306763 (0.11111393637871475) | > loss_disc_real_1: 0.15135101974010468 (0.1965407600228706) | > loss_disc_real_2: 0.21887502074241638 (0.20991148791286382) | > loss_disc_real_3: 0.19183829426765442 (0.22854532050282766) | > loss_disc_real_4: 0.23247091472148895 (0.23430286297637426) | > loss_disc_real_5: 0.2320408821105957 (0.22710313388470854) | > loss_0: 2.3506743907928467 (2.3621294310923364) | > grad_norm_0: tensor(10.0870, device='cuda:0') (tensor(13.6828, device='cuda:0')) | > loss_gen: 2.4453537464141846 (2.493818829568585) | > loss_kl: 1.7883538007736206 (1.9562109414111362) | > loss_feat: 7.222179889678955 (6.997275684656722) | > loss_mel: 17.255512237548828 (17.356068578998702) | > loss_duration: 2.000150680541992 (1.9888076433974708) | > loss_1: 30.711549758911133 (30.792181550786736) | > grad_norm_1: tensor(118.6422, device='cuda:0') (tensor(180.9637, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3614 (0.36353553279062345) | > loader_time: 0.0037 (0.0036455138345782676)  --> TIME: 2024-06-12 01:23:14 -- STEP: 114/330 -- GLOBAL_STEP: 342875 | > loss_disc: 2.4217917919158936 (2.361688201887566) | > loss_disc_real_0: 0.0931759774684906 (0.11167574353646814) | > loss_disc_real_1: 0.16171301901340485 (0.19707653985211723) | > loss_disc_real_2: 0.20507186651229858 (0.20954273837177376) | > loss_disc_real_3: 0.23636144399642944 (0.2285880168017588) | > loss_disc_real_4: 0.2613570988178253 (0.23395112000013651) | > loss_disc_real_5: 0.2081986963748932 (0.2265459356600778) | > loss_0: 2.4217917919158936 (2.361688201887566) | > grad_norm_0: tensor(19.8229, device='cuda:0') (tensor(13.7694, device='cuda:0')) | > loss_gen: 2.4613142013549805 (2.4899267899362663) | > loss_kl: 2.0367422103881836 (1.9665259645696271) | > loss_feat: 7.451890468597412 (6.986973101632637) | > loss_mel: 17.756845474243164 (17.345642524853105) | > loss_duration: 2.0195200443267822 (1.991446809810505) | > loss_1: 31.72631072998047 (30.78051513538026) | > grad_norm_1: tensor(297.6694, device='cuda:0') (tensor(183.2629, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3932 (0.3641074373011004) | > loader_time: 0.0045 (0.003732024577626011)  --> TIME: 2024-06-12 01:23:24 -- STEP: 139/330 -- GLOBAL_STEP: 342900 | > loss_disc: 2.3460404872894287 (2.3614816065314863) | > loss_disc_real_0: 0.13484132289886475 (0.11304262998721581) | > loss_disc_real_1: 0.18127098679542542 (0.1978893613429378) | > loss_disc_real_2: 0.18827448785305023 (0.21025830786005198) | > loss_disc_real_3: 0.22920216619968414 (0.2288226335168742) | > loss_disc_real_4: 0.21802082657814026 (0.23283640493591912) | > loss_disc_real_5: 0.21091912686824799 (0.2248888831558845) | > loss_0: 2.3460404872894287 (2.3614816065314863) | > grad_norm_0: tensor(31.7218, device='cuda:0') (tensor(14.9432, device='cuda:0')) | > loss_gen: 2.4729244709014893 (2.4900640532267175) | > loss_kl: 2.0128633975982666 (1.9798127644353634) | > loss_feat: 6.868129730224609 (6.988781064534359) | > loss_mel: 17.139923095703125 (17.348684997009737) | > loss_duration: 2.073375940322876 (1.9965837053257784) | > loss_1: 30.567216873168945 (30.80392653650517) | > grad_norm_1: tensor(382.3524, device='cuda:0') (tensor(195.6843, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3861 (0.3662481342288231) | > loader_time: 0.0053 (0.0038548322032681474)  --> TIME: 2024-06-12 01:23:33 -- STEP: 164/330 -- GLOBAL_STEP: 342925 | > loss_disc: 2.387742519378662 (2.365696735498382) | > loss_disc_real_0: 0.08127182722091675 (0.11375743518697053) | > loss_disc_real_1: 0.20138245820999146 (0.19785542940584622) | > loss_disc_real_2: 0.17785915732383728 (0.21096821792605447) | > loss_disc_real_3: 0.22271423041820526 (0.2293253192087499) | > loss_disc_real_4: 0.22253262996673584 (0.23313982121464683) | > loss_disc_real_5: 0.2526370882987976 (0.22390856175887874) | > loss_0: 2.387742519378662 (2.365696735498382) | > grad_norm_0: tensor(9.9626, device='cuda:0') (tensor(15.6125, device='cuda:0')) | > loss_gen: 2.450129508972168 (2.4888940235463575) | > loss_kl: 2.0609793663024902 (1.9833635084512757) | > loss_feat: 7.11043119430542 (7.003546168164509) | > loss_mel: 17.026348114013672 (17.338756398456862) | > loss_duration: 2.066042900085449 (2.0008401245605656) | > loss_1: 30.713932037353516 (30.81540019337724) | > grad_norm_1: tensor(167.2288, device='cuda:0') (tensor(213.1026, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.3787 (0.3689357449368733) | > loader_time: 0.004 (0.003915448014329119)  --> TIME: 2024-06-12 01:23:43 -- STEP: 189/330 -- GLOBAL_STEP: 342950 | > loss_disc: 2.5148754119873047 (2.368466908338839) | > loss_disc_real_0: 0.10571335256099701 (0.11495087871318141) | > loss_disc_real_1: 0.19812484085559845 (0.19772509158288357) | > loss_disc_real_2: 0.17760518193244934 (0.2112847392363523) | > loss_disc_real_3: 0.20431357622146606 (0.22940919938541593) | > loss_disc_real_4: 0.2525680959224701 (0.23358255798223787) | > loss_disc_real_5: 0.26151221990585327 (0.2247240562287588) | > loss_0: 2.5148754119873047 (2.368466908338839) | > grad_norm_0: tensor(29.6304, device='cuda:0') (tensor(15.5322, device='cuda:0')) | > loss_gen: 2.1853818893432617 (2.485727438851008) | > loss_kl: 1.9441399574279785 (1.9878418483431377) | > loss_feat: 6.498044967651367 (6.992569189223032) | > loss_mel: 16.89029884338379 (17.30439444446059) | > loss_duration: 2.093040704727173 (2.008558217810576) | > loss_1: 29.610904693603516 (30.779091093275284) | > grad_norm_1: tensor(167.7231, device='cuda:0') (tensor(210.4194, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.387 (0.3715949121606413) | > loader_time: 0.0049 (0.004035876541541369)  --> TIME: 2024-06-12 01:23:54 -- STEP: 214/330 -- GLOBAL_STEP: 342975 | > loss_disc: 2.452653408050537 (2.368824032979591) | > loss_disc_real_0: 0.13327637314796448 (0.11604612188361516) | > loss_disc_real_1: 0.20392857491970062 (0.19753479115038272) | > loss_disc_real_2: 0.23933076858520508 (0.21114553253505833) | > loss_disc_real_3: 0.22539474070072174 (0.22926301836410415) | > loss_disc_real_4: 0.18539714813232422 (0.23328198492527008) | > loss_disc_real_5: 0.20386873185634613 (0.22471222030782254) | > loss_0: 2.452653408050537 (2.368824032979591) | > grad_norm_0: tensor(11.7790, device='cuda:0') (tensor(16.3766, device='cuda:0')) | > loss_gen: 2.5439863204956055 (2.4829453163057855) | > loss_kl: 1.8043538331985474 (1.9890692050211898) | > loss_feat: 6.599261283874512 (6.974647631154996) | > loss_mel: 17.261260986328125 (17.257315377208673) | > loss_duration: 2.117236614227295 (2.01603974137351) | > loss_1: 30.326099395751953 (30.720017237083933) | > grad_norm_1: tensor(322.2896, device='cuda:0') (tensor(221.3122, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.406 (0.37611228617552284) | > loader_time: 0.0049 (0.004158071268384704)  --> TIME: 2024-06-12 01:24:05 -- STEP: 239/330 -- GLOBAL_STEP: 343000 | > loss_disc: 2.2586896419525146 (2.3697289632454077) | > loss_disc_real_0: 0.10166644304990768 (0.11644121162811583) | > loss_disc_real_1: 0.19365952908992767 (0.1980015040067449) | > loss_disc_real_2: 0.2007790058851242 (0.21147297597081094) | > loss_disc_real_3: 0.2224426418542862 (0.2297417945442838) | > loss_disc_real_4: 0.2207079976797104 (0.23308819526159613) | > loss_disc_real_5: 0.19852027297019958 (0.22390892640317334) | > loss_0: 2.2586896419525146 (2.3697289632454077) | > grad_norm_0: tensor(23.1484, device='cuda:0') (tensor(18.2397, device='cuda:0')) | > loss_gen: 2.778053045272827 (2.4853320041959766) | > loss_kl: 2.07778000831604 (1.990491179741576) | > loss_feat: 7.037759780883789 (6.9820082796168625) | > loss_mel: 17.025754928588867 (17.215314318445444) | > loss_duration: 2.070812702178955 (2.0244534823685036) | > loss_1: 30.99015998840332 (30.6975992354389) | > grad_norm_1: tensor(458.5799, device='cuda:0') (tensor(235.2889, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.4317 (0.3804996652084414) | > loader_time: 0.0058 (0.004302105644257998) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_343000.pth  --> TIME: 2024-06-12 01:24:20 -- STEP: 264/330 -- GLOBAL_STEP: 343025 | > loss_disc: 2.3726513385772705 (2.3720698221163317) | > loss_disc_real_0: 0.16647878289222717 (0.11811977668637128) | > loss_disc_real_1: 0.19097313284873962 (0.19802329452200368) | > loss_disc_real_2: 0.23501019179821014 (0.21132199985511374) | > loss_disc_real_3: 0.25915607810020447 (0.22967161193038477) | > loss_disc_real_4: 0.2368132472038269 (0.23298497780254393) | > loss_disc_real_5: 0.21780942380428314 (0.22390389538398295) | > loss_0: 2.3726513385772705 (2.3720698221163317) | > grad_norm_0: tensor(17.7969, device='cuda:0') (tensor(19.8902, device='cuda:0')) | > loss_gen: 2.773921489715576 (2.487200749642922) | > loss_kl: 2.076942205429077 (1.9977293438983685) | > loss_feat: 7.849061489105225 (6.992531491048409) | > loss_mel: 17.712547302246094 (17.18782887675546) | > loss_duration: 2.132798433303833 (2.032429040381406) | > loss_1: 32.54526901245117 (30.69771946560253) | > grad_norm_1: tensor(453.4030, device='cuda:0') (tensor(251.6706, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.4565 (0.38602439562479657) | > loader_time: 0.0061 (0.004476805528004966)  --> TIME: 2024-06-12 01:24:32 -- STEP: 289/330 -- GLOBAL_STEP: 343050 | > loss_disc: 2.4590911865234375 (2.371601537849664) | > loss_disc_real_0: 0.13740527629852295 (0.11932737992554387) | > loss_disc_real_1: 0.17940716445446014 (0.19782265056582055) | > loss_disc_real_2: 0.2165326327085495 (0.21150752262673164) | > loss_disc_real_3: 0.2877095639705658 (0.22937718523621156) | > loss_disc_real_4: 0.24542143940925598 (0.23267039868039655) | > loss_disc_real_5: 0.2419288158416748 (0.22343171519391677) | > loss_0: 2.4590911865234375 (2.371601537849664) | > grad_norm_0: tensor(9.8568, device='cuda:0') (tensor(21.1074, device='cuda:0')) | > loss_gen: 2.3236918449401855 (2.487445790874918) | > loss_kl: 1.9147557020187378 (2.0044696314524613) | > loss_feat: 6.93586540222168 (7.010679903327386) | > loss_mel: 16.433122634887695 (17.13549158564901) | > loss_duration: 2.185539960861206 (2.0422020626728123) | > loss_1: 29.79297637939453 (30.680288955002094) | > grad_norm_1: tensor(140.1145, device='cuda:0') (tensor(264.7523, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.4469 (0.39132448298708383) | > loader_time: 0.0063 (0.004639688247627868)  --> TIME: 2024-06-12 01:24:44 -- STEP: 314/330 -- GLOBAL_STEP: 343075 | > loss_disc: 2.3955061435699463 (2.3754097997762598) | > loss_disc_real_0: 0.1573408544063568 (0.12051435724897369) | > loss_disc_real_1: 0.2603202164173126 (0.19841901421736768) | > loss_disc_real_2: 0.2424781769514084 (0.21157415581356948) | > loss_disc_real_3: 0.24692296981811523 (0.22956287832396813) | > loss_disc_real_4: 0.24415454268455505 (0.2328659412777348) | > loss_disc_real_5: 0.24057051539421082 (0.2239586347892026) | > loss_0: 2.3955061435699463 (2.3754097997762598) | > grad_norm_0: tensor(50.1100, device='cuda:0') (tensor(21.7537, device='cuda:0')) | > loss_gen: 2.3498806953430176 (2.4822409730048705) | > loss_kl: 2.0800373554229736 (2.009612286546427) | > loss_feat: 7.1505913734436035 (7.013294163782885) | > loss_mel: 17.108966827392578 (17.089220232265017) | > loss_duration: 2.238792896270752 (2.055178073561118) | > loss_1: 30.928268432617188 (30.649545730299252) | > grad_norm_1: tensor(366.9297, device='cuda:0') (tensor(272.8264, device='cuda:0')) | > current_lr_0: 0.0001816008841450264 | > current_lr_1: 0.0001816008841450264 | > step_time: 0.5462 (0.3999963733041364) | > loader_time: 0.009 (0.004845170458410957)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7628822326660156 (2.7628822326660156) | > loss_disc_real_0: 0.3367491364479065 (0.3367491364479065) | > loss_disc_real_1: 0.24573387205600739 (0.24573387205600739) | > loss_disc_real_2: 0.28756049275398254 (0.28756049275398254) | > loss_disc_real_3: 0.26049092411994934 (0.26049092411994934) | > loss_disc_real_4: 0.2580479383468628 (0.2580479383468628) | > loss_disc_real_5: 0.2647095024585724 (0.2647095024585724) | > loss_0: 2.7628822326660156 (2.7628822326660156) | > loss_gen: 2.308969736099243 (2.308969736099243) | > loss_kl: 2.2758476734161377 (2.2758476734161377) | > loss_feat: 5.02242374420166 (5.02242374420166) | > loss_mel: 15.511717796325684 (15.511717796325684) | > loss_duration: 3.040800094604492 (3.040800094604492) | > loss_1: 28.159759521484375 (28.159759521484375)  --> STEP: 1 | > loss_disc: 2.4742398262023926 (2.4742398262023926) | > loss_disc_real_0: 0.1396915316581726 (0.1396915316581726) | > loss_disc_real_1: 0.25369083881378174 (0.25369083881378174) | > loss_disc_real_2: 0.2243131846189499 (0.2243131846189499) | > loss_disc_real_3: 0.2503388226032257 (0.2503388226032257) | > loss_disc_real_4: 0.2789575159549713 (0.2789575159549713) | > loss_disc_real_5: 0.2768656611442566 (0.2768656611442566) | > loss_0: 2.4742398262023926 (2.4742398262023926) | > loss_gen: 2.3514811992645264 (2.3514811992645264) | > loss_kl: 3.696502447128296 (3.696502447128296) | > loss_feat: 6.0732831954956055 (6.0732831954956055) | > loss_mel: 17.37078857421875 (17.37078857421875) | > loss_duration: 2.4784862995147705 (2.4784862995147705) | > loss_1: 31.970542907714844 (31.970542907714844)  --> STEP: 2 | > loss_disc: 2.479836940765381 (2.4770383834838867) | > loss_disc_real_0: 0.10993293672800064 (0.12481223419308662) | > loss_disc_real_1: 0.3635328710079193 (0.3086118549108505) | > loss_disc_real_2: 0.26318609714508057 (0.24374964088201523) | > loss_disc_real_3: 0.22734759747982025 (0.23884321004152298) | > loss_disc_real_4: 0.22442086040973663 (0.251689188182354) | > loss_disc_real_5: 0.3088018596172333 (0.29283376038074493) | > loss_0: 2.479836940765381 (2.4770383834838867) | > loss_gen: 2.629845142364502 (2.490663170814514) | > loss_kl: 3.1238529682159424 (3.410177707672119) | > loss_feat: 4.844905376434326 (5.459094285964966) | > loss_mel: 18.354957580566406 (17.862873077392578) | > loss_duration: 2.5902695655822754 (2.534377932548523) | > loss_1: 31.5438289642334 (31.75718593597412)  --> STEP: 3 | > loss_disc: 2.4361226558685303 (2.463399807612101) | > loss_disc_real_0: 0.18728891015052795 (0.14563779284556708) | > loss_disc_real_1: 0.29190394282341003 (0.3030425508817037) | > loss_disc_real_2: 0.18066765367984772 (0.22272231181462607) | > loss_disc_real_3: 0.2855895757675171 (0.2544253319501877) | > loss_disc_real_4: 0.27565357089042664 (0.25967731575171155) | > loss_disc_real_5: 0.29470887780189514 (0.29345879952112836) | > loss_0: 2.4361226558685303 (2.463399807612101) | > loss_gen: 3.0197792053222656 (2.667035182317098) | > loss_kl: 3.7368500232696533 (3.519068479537964) | > loss_feat: 6.782920837402344 (5.900369803110759) | > loss_mel: 17.982769012451172 (17.902838389078777) | > loss_duration: 2.2983360290527344 (2.4556972980499268) | > loss_1: 33.820655822753906 (32.44500923156738)  --> STEP: 4 | > loss_disc: 2.2723960876464844 (2.415648877620697) | > loss_disc_real_0: 0.13766160607337952 (0.14364374615252018) | > loss_disc_real_1: 0.23969610035419464 (0.28720593824982643) | > loss_disc_real_2: 0.25285524129867554 (0.23025554418563843) | > loss_disc_real_3: 0.2057998776435852 (0.24226896837353706) | > loss_disc_real_4: 0.18645665049552917 (0.24137214943766594) | > loss_disc_real_5: 0.1777363419532776 (0.26452818512916565) | > loss_0: 2.2723960876464844 (2.415648877620697) | > loss_gen: 2.6769492626190186 (2.669513702392578) | > loss_kl: 3.81069278717041 (3.5919745564460754) | > loss_feat: 8.163148880004883 (6.4660645723342896) | > loss_mel: 17.8385066986084 (17.88675546646118) | > loss_duration: 2.4053378105163574 (2.4431074261665344) | > loss_1: 34.89463424682617 (33.05741548538208)  --> STEP: 5 | > loss_disc: 2.5053722858428955 (2.4335935592651365) | > loss_disc_real_0: 0.2701585292816162 (0.1689467027783394) | > loss_disc_real_1: 0.22664189338684082 (0.2750931292772293) | > loss_disc_real_2: 0.2199990153312683 (0.2282042384147644) | > loss_disc_real_3: 0.2393968403339386 (0.24169454276561736) | > loss_disc_real_4: 0.20925594866275787 (0.23494890928268433) | > loss_disc_real_5: 0.1999005675315857 (0.25160266160964967) | > loss_0: 2.5053722858428955 (2.4335935592651365) | > loss_gen: 2.3681135177612305 (2.6092336654663084) | > loss_kl: 2.485943078994751 (3.3707682609558107) | > loss_feat: 4.634961128234863 (6.099843883514405) | > loss_mel: 18.061962127685547 (17.921796798706055) | > loss_duration: 2.2959394454956055 (2.413673830032349) | > loss_1: 29.846920013427734 (32.41531639099121)  --> STEP: 6 | > loss_disc: 2.531883955001831 (2.449975291887919) | > loss_disc_real_0: 0.20148809254169464 (0.1743702677388986) | > loss_disc_real_1: 0.22666677832603455 (0.2670220707853635) | > loss_disc_real_2: 0.22203320264816284 (0.22717573245366415) | > loss_disc_real_3: 0.28000733256340027 (0.24808000773191452) | > loss_disc_real_4: 0.19261719286441803 (0.22789362321297327) | > loss_disc_real_5: 0.2178190052509308 (0.24597205221652985) | > loss_0: 2.531883955001831 (2.449975291887919) | > loss_gen: 2.1985790729522705 (2.5407912333806357) | > loss_kl: 2.969031572341919 (3.3038121461868286) | > loss_feat: 4.412512302398682 (5.81862195332845) | > loss_mel: 15.760274887084961 (17.561543146769207) | > loss_duration: 2.1875381469726562 (2.3759845495224) | > loss_1: 27.527936935424805 (31.60075314839681)  --> STEP: 7 | > loss_disc: 2.4208567142486572 (2.4458154950823103) | > loss_disc_real_0: 0.1516018807888031 (0.1711176410317421) | > loss_disc_real_1: 0.29259562492370605 (0.2706754356622696) | > loss_disc_real_2: 0.2102147787809372 (0.224752739071846) | > loss_disc_real_3: 0.30066385865211487 (0.2555919864348003) | > loss_disc_real_4: 0.2677421271800995 (0.23358626663684845) | > loss_disc_real_5: 0.28868368268013 (0.25207371371132986) | > loss_0: 2.4208567142486572 (2.4458154950823103) | > loss_gen: 2.8142502307891846 (2.579856804439) | > loss_kl: 4.228519916534424 (3.435913256236485) | > loss_feat: 6.506649017333984 (5.916911533900669) | > loss_mel: 17.60673713684082 (17.56799943106515) | > loss_duration: 2.538119316101074 (2.399146659033639) | > loss_1: 33.69427490234375 (31.899827684674943)  --> STEP: 8 | > loss_disc: 2.541701316833496 (2.4578012228012085) | > loss_disc_real_0: 0.2426348328590393 (0.18005729001015425) | > loss_disc_real_1: 0.25854697823524475 (0.2691593784838915) | > loss_disc_real_2: 0.20049111545085907 (0.22172003611922264) | > loss_disc_real_3: 0.28417155146598816 (0.25916443206369877) | > loss_disc_real_4: 0.21709050238132477 (0.231524296104908) | > loss_disc_real_5: 0.231904998421669 (0.24955262430012226) | > loss_0: 2.541701316833496 (2.4578012228012085) | > loss_gen: 2.4013423919677734 (2.5575425028800964) | > loss_kl: 2.9358389377593994 (3.3734039664268494) | > loss_feat: 5.708012580871582 (5.890799164772034) | > loss_mel: 12.030590057373047 (16.875823259353638) | > loss_duration: 2.2757983207702637 (2.383728116750717) | > loss_1: 25.35158348083496 (31.081297159194946)  --> STEP: 9 | > loss_disc: 2.3810477256774902 (2.4492730564541287) | > loss_disc_real_0: 0.1850164830684662 (0.1806083114610778) | > loss_disc_real_1: 0.22094731032848358 (0.2638024820221795) | > loss_disc_real_2: 0.23660776019096375 (0.22337422768274942) | > loss_disc_real_3: 0.24727438390254974 (0.2578433156013489) | > loss_disc_real_4: 0.20148462057113647 (0.22818655437893337) | > loss_disc_real_5: 0.23520968854427338 (0.2479589647716946) | > loss_0: 2.3810477256774902 (2.4492730564541287) | > loss_gen: 2.757065534591675 (2.5797117286258273) | > loss_kl: 1.8118736743927002 (3.199900600645277) | > loss_feat: 12.736702919006348 (6.651455137464735) | > loss_mel: 18.16013526916504 (17.018524593777126) | > loss_duration: 2.208664655685425 (2.3642766210767956) | > loss_1: 37.6744384765625 (31.81386841668023)  --> STEP: 10 | > loss_disc: 2.340930461883545 (2.4384387969970702) | > loss_disc_real_0: 0.1180405467748642 (0.17435153499245643) | > loss_disc_real_1: 0.28107142448425293 (0.26552937626838685) | > loss_disc_real_2: 0.19237235188484192 (0.22027404010295867) | > loss_disc_real_3: 0.23283176124095917 (0.2553421601653099) | > loss_disc_real_4: 0.2465766817331314 (0.23002556711435318) | > loss_disc_real_5: 0.25313788652420044 (0.24847685694694518) | > loss_0: 2.340930461883545 (2.4384387969970702) | > loss_gen: 2.6293065547943115 (2.584671211242676) | > loss_kl: 3.315263509750366 (3.211436891555786) | > loss_feat: 6.90723991394043 (6.677033615112305) | > loss_mel: 18.302793502807617 (17.146951484680176) | > loss_duration: 2.3930606842041016 (2.3671550273895265) | > loss_1: 33.547664642333984 (31.987248039245607)  --> STEP: 11 | > loss_disc: 2.384746551513672 (2.4335576837713067) | > loss_disc_real_0: 0.1884194165468216 (0.17563043331558054) | > loss_disc_real_1: 0.2833106517791748 (0.26714585586027667) | > loss_disc_real_2: 0.28053268790245056 (0.22575209899382156) | > loss_disc_real_3: 0.24175092577934265 (0.2541065934029492) | > loss_disc_real_4: 0.19977542757987976 (0.22727555442940106) | > loss_disc_real_5: 0.2752775251865387 (0.2509132813323628) | > loss_0: 2.384746551513672 (2.4335576837713067) | > loss_gen: 2.7268552780151367 (2.5975970354947178) | > loss_kl: 4.079009056091309 (3.2903070883317427) | > loss_feat: 6.778933525085449 (6.686297243291682) | > loss_mel: 17.709787368774414 (17.1981183832342) | > loss_duration: 2.518007755279541 (2.380868911743164) | > loss_1: 33.81259536743164 (32.153188705444336)  --> STEP: 12 | > loss_disc: 2.482257127761841 (2.437615970770518) | > loss_disc_real_0: 0.218081533908844 (0.17916802503168583) | > loss_disc_real_1: 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loss_disc_real_4: 0.251216858625412 (0.22926156337444598) | > loss_disc_real_5: 0.27746516466140747 (0.25100722106603474) | > loss_0: 2.6676688194274902 (2.455312343744131) | > loss_gen: 2.527573585510254 (2.576337979390071) | > loss_kl: 3.3601856231689453 (3.2738030507014346) | > loss_feat: 4.47448205947876 (6.471793981698843) | > loss_mel: 13.258081436157227 (16.7251027914194) | > loss_duration: 2.27964448928833 (2.367565998664269) | > loss_1: 25.899967193603516 (31.414603746854343)  --> STEP: 14 | > loss_disc: 2.498335599899292 (2.4583854334694997) | > loss_disc_real_0: 0.27973663806915283 (0.18665014579892159) | > loss_disc_real_1: 0.15547142922878265 (0.25917132943868637) | > loss_disc_real_2: 0.21267662942409515 (0.23343788087368011) | > loss_disc_real_3: 0.2462140917778015 (0.253450120134013) | > loss_disc_real_4: 0.22305254638195038 (0.2288180621606963) | > loss_disc_real_5: 0.1719040423631668 (0.24535699401582986) | > loss_0: 2.498335599899292 (2.4583854334694997) | > loss_gen: 2.3296382427215576 (2.5587165696280345) | > loss_kl: 3.563606023788452 (3.2945032630647932) | > loss_feat: 6.394352912902832 (6.466262476784842) | > loss_mel: 19.57619857788086 (16.92875249045236) | > loss_duration: 2.436199188232422 (2.3724683693477084) | > loss_1: 34.29999542236328 (31.620703152247838)  --> STEP: 15 | > loss_disc: 2.471318483352661 (2.4592476367950438) | > loss_disc_real_0: 0.19477534294128418 (0.18719182560841244) | > loss_disc_real_1: 0.3230656385421753 (0.26343095004558564) | > loss_disc_real_2: 0.27873334288597107 (0.23645757834116618) | > loss_disc_real_3: 0.1887153834104538 (0.2491344710191091) | > loss_disc_real_4: 0.2148360013961792 (0.22788592477639516) | > loss_disc_real_5: 0.1759457141160965 (0.24072957535584766) | > loss_0: 2.471318483352661 (2.4592476367950438) | > loss_gen: 2.6743736267089844 (2.5664270401000975) | > loss_kl: 2.8592119216918945 (3.2654838403066) | > loss_feat: 8.713595390319824 (6.6160846710205075) | > loss_mel: 17.14331817626953 (16.94305686950684) | > loss_duration: 2.3765289783477783 (2.37273907661438) | > loss_1: 33.76702880859375 (31.763791529337563)  --> STEP: 16 | > loss_disc: 2.788255214691162 (2.4798106104135513) | > loss_disc_real_0: 0.34531688690185547 (0.19707464193925261) | > loss_disc_real_1: 0.3301350176334381 (0.2675999542698264) | > loss_disc_real_2: 0.3154035806655884 (0.24139170348644257) | > loss_disc_real_3: 0.2772791385650635 (0.25089351274073124) | > loss_disc_real_4: 0.2232021987438202 (0.22759319189935923) | > loss_disc_real_5: 0.262464314699173 (0.24208799656480548) | > loss_0: 2.788255214691162 (2.4798106104135513) | > loss_gen: 2.5671546459198 (2.566472515463829) | > loss_kl: 3.1331334114074707 (3.2572119385004044) | > loss_feat: 5.526298999786377 (6.547973066568375) | > loss_mel: 11.92129135131836 (16.62919652462006) | > loss_duration: 2.4231505393981934 (2.3758897930383682) | > loss_1: 25.571027755737305 (31.37674379348755)  --> STEP: 17 | > loss_disc: 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loss_disc_real_2: 0.2209252119064331 (0.24344136979844835) | > loss_disc_real_3: 0.19535218179225922 (0.25006289697355694) | > loss_disc_real_4: 0.21809600293636322 (0.22853635417090523) | > loss_disc_real_5: 0.20481528341770172 (0.2427685707807541) | > loss_0: 2.3825395107269287 (2.4722292025883994) | > loss_gen: 2.571991205215454 (2.570812529987759) | > loss_kl: 2.715649127960205 (3.1852980984581842) | > loss_feat: 9.264988899230957 (6.6621344619327125) | > loss_mel: 18.436988830566406 (16.733184390597877) | > loss_duration: 2.292154312133789 (2.3760652674569025) | > loss_1: 35.281776428222656 (31.527494960361057)  --> STEP: 19 | > loss_disc: 2.6680307388305664 (2.482534546601145) | > loss_disc_real_0: 0.16390785574913025 (0.18863841342298607) | > loss_disc_real_1: 0.3512040078639984 (0.2704812398082332) | > loss_disc_real_2: 0.2956264019012451 (0.24618795043543765) | > loss_disc_real_3: 0.28378134965896606 (0.25183755237805217) | > loss_disc_real_4: 0.2699151039123535 (0.23071418310466565) | > loss_disc_real_5: 0.2771140933036804 (0.2445762298609081) | > loss_0: 2.6680307388305664 (2.482534546601145) | > loss_gen: 2.455885648727417 (2.5647637467635307) | > loss_kl: 2.348942995071411 (3.141279408806249) | > loss_feat: 4.8108930587768555 (6.564700703871877) | > loss_mel: 17.089887619018555 (16.75195824472528) | > loss_duration: 2.38149356842041 (2.3763509675076135) | > loss_1: 29.087100982666016 (31.39905317206132)  --> STEP: 20 | > loss_disc: 2.5474979877471924 (2.4857827186584474) | > loss_disc_real_0: 0.27480581402778625 (0.19294678345322608) | > loss_disc_real_1: 0.23922155797481537 (0.2689182557165623) | > loss_disc_real_2: 0.18796563148498535 (0.24327683448791504) | > loss_disc_real_3: 0.20360811054706573 (0.24942608028650284) | > loss_disc_real_4: 0.2007012963294983 (0.22921353876590728) | > loss_disc_real_5: 0.2161496877670288 (0.24315490275621415) | > loss_0: 2.5474979877471924 (2.4857827186584474) | > loss_gen: 2.2609386444091797 (2.549572491645813) | > loss_kl: 2.4272139072418213 (3.1055761337280274) | > loss_feat: 6.087906360626221 (6.540860986709594) | > loss_mel: 17.479379653930664 (16.78832931518555) | > loss_duration: 2.281970262527466 (2.371631932258606) | > loss_1: 30.53740882873535 (31.35597095489502)  --> STEP: 21 | > loss_disc: 2.57035493850708 (2.489809967222668) | > loss_disc_real_0: 0.2757774591445923 (0.19689110134329116) | > loss_disc_real_1: 0.27637460827827454 (0.2692733201242629) | > loss_disc_real_2: 0.2504673898220062 (0.24361924188477652) | > loss_disc_real_3: 0.2905573546886444 (0.25138471240089055) | > loss_disc_real_4: 0.2839934825897217 (0.23182210751942225) | > loss_disc_real_5: 0.3152447044849396 (0.24658775045758202) | > loss_0: 2.57035493850708 (2.489809967222668) | > loss_gen: 2.6924123764038086 (2.5563743909200034) | > loss_kl: 2.4650278091430664 (3.075073832557315) | > loss_feat: 4.416336536407471 (6.439693155742827) | > loss_mel: 13.742210388183594 (16.643276032947362) | > loss_duration: 2.188239812850952 (2.362898974191575) | > loss_1: 25.504226684570312 (31.077316465831938)  --> STEP: 22 | > loss_disc: 2.3610167503356934 (2.483955730091442) | > loss_disc_real_0: 0.11798450350761414 (0.19330443780530582) | > loss_disc_real_1: 0.20288681983947754 (0.2662557519294999) | > loss_disc_real_2: 0.2688157260417938 (0.2447645366191864) | > loss_disc_real_3: 0.20371513068675995 (0.2492179132320664) | > loss_disc_real_4: 0.26354333758354187 (0.23326398161324588) | > loss_disc_real_5: 0.3455609381198883 (0.2510865317149596) | > loss_0: 2.3610167503356934 (2.483955730091442) | > loss_gen: 2.6458334922790527 (2.560440713709051) | > loss_kl: 2.3312604427337646 (3.041264133019881) | > loss_feat: 8.55302619934082 (6.5357537486336446) | > loss_mel: 19.689634323120117 (16.78174686431885) | > loss_duration: 2.2023792266845703 (2.3556026220321655) | > loss_1: 35.42213439941406 (31.274808190085672)  --> STEP: 23 | > loss_disc: 2.6686089038848877 (2.4919841289520264) | > loss_disc_real_0: 0.14637669920921326 (0.19126410134460614) | > loss_disc_real_1: 0.2763630151748657 (0.26669519815755927) | > loss_disc_real_2: 0.2507573664188385 (0.2450250944365626) | > loss_disc_real_3: 0.301172137260437 (0.25147679253764776) | > loss_disc_real_4: 0.2615199089050293 (0.2344925001911495) | > loss_disc_real_5: 0.29448118805885315 (0.2529732559038245) | > loss_0: 2.6686089038848877 (2.4919841289520264) | > loss_gen: 2.2755517959594727 (2.5480542390242866) | > loss_kl: 2.9087159633636475 (3.0355011691217837) | > loss_feat: 5.071170330047607 (6.472076208695121) | > loss_mel: 15.472919464111328 (16.724841325179394) | > loss_duration: 2.28224515914917 (2.352413167124209) | > loss_1: 28.010601043701172 (31.132886140242867)  --> STEP: 24 | > loss_disc: 2.6040101051330566 (2.4966518779595694) | > loss_disc_real_0: 0.1721041202545166 (0.19046576879918575) | > loss_disc_real_1: 0.24418476223945618 (0.2657572633276383) | > loss_disc_real_2: 0.3045024275779724 (0.24750331665078798) | > loss_disc_real_3: 0.2988084852695465 (0.25344894640147686) | > loss_disc_real_4: 0.23517616093158722 (0.23452098605533442) | > loss_disc_real_5: 0.2392115443944931 (0.2523998512576024) | > loss_0: 2.6040101051330566 (2.4966518779595694) | > loss_gen: 2.5157787799835205 (2.5467094282309213) | > loss_kl: 2.654658079147339 (3.019632707039515) | > loss_feat: 5.966383457183838 (6.451005677382152) | > loss_mel: 17.149213790893555 (16.74252351125082) | > loss_duration: 2.4112701416015625 (2.3548655410607653) | > loss_1: 30.69730567932129 (31.114736954371136)  --> STEP: 25 | > loss_disc: 2.644371271133423 (2.5025606536865235) | > loss_disc_real_0: 0.21218803524971008 (0.19133465945720673) | > loss_disc_real_1: 0.26383060216903687 (0.26568019688129424) | > loss_disc_real_2: 0.35667967796325684 (0.25187037110328675) | > loss_disc_real_3: 0.2626650929450989 (0.25381759226322176) | > loss_disc_real_4: 0.19794385135173798 (0.23305790066719057) | > loss_disc_real_5: 0.26367735862731934 (0.25285095155239107) | > loss_0: 2.644371271133423 (2.5025606536865235) | > loss_gen: 2.5276856422424316 (2.545948476791382) | > loss_kl: 2.4444451332092285 (2.9966252040863037) | > loss_feat: 6.552535057067871 (6.45506685256958) | > loss_mel: 14.935647964477539 (16.670248489379887) | > loss_duration: 2.376492500305176 (2.355730619430542) | > loss_1: 28.836807250976562 (31.023619766235353)  --> STEP: 26 | > loss_disc: 2.6325788497924805 (2.5075613535367527) | > loss_disc_real_0: 0.21691706776618958 (0.19231859823832145) | > loss_disc_real_1: 0.20457565784454346 (0.26333002230295766) | > loss_disc_real_2: 0.20075081288814545 (0.24990423424885824) | > loss_disc_real_3: 0.19446898996829987 (0.25153495371341705) | > loss_disc_real_4: 0.247305765748024 (0.23360589547799185) | > loss_disc_real_5: 0.2956448793411255 (0.25449687185195774) | > loss_0: 2.6325788497924805 (2.5075613535367527) | > loss_gen: 2.220609426498413 (2.5334354363954983) | > loss_kl: 2.4115312099456787 (2.9741215889270487) | > loss_feat: 11.384946823120117 (6.644677620667678) | > loss_mel: 18.587743759155273 (16.743998307448173) | > loss_duration: 2.3054635524749756 (2.353797270701482) | > loss_1: 36.91029357910156 (31.250030297499436) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023505412615262553 (-0.0001517901053795438) | > avg_loss_disc: 2.5075613535367527 (+0.08887110306666468) | > avg_loss_disc_real_0: 0.19231859823832145 (+0.043009576316063225) | > avg_loss_disc_real_1: 0.26333002230295766 (+0.029228073186599257) | > avg_loss_disc_real_2: 0.24990423424885824 (+0.04833116726233411) | > avg_loss_disc_real_3: 0.25153495371341705 (+0.019039936363697052) | > avg_loss_disc_real_4: 0.23360589547799185 (-0.0005715552430886339) | > avg_loss_disc_real_5: 0.25449687185195774 (+0.0018044073994342713) | > avg_loss_0: 2.5075613535367527 (+0.08887110306666468) | > avg_loss_gen: 2.5334354363954983 (+0.12972844563997654) | > avg_loss_kl: 2.9741215889270487 (-0.027195742497077458) | > avg_loss_feat: 6.644677620667678 (-0.29382722194378186) | > avg_loss_mel: 16.743998307448173 (-0.6353468894958496) | > avg_loss_duration: 2.353797270701482 (+0.0066572977946357526) | > avg_loss_1: 31.250030297499436 (-0.8199841425969083)  > EPOCH: 773/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:25:13)   --> TIME: 2024-06-12 01:25:18 -- STEP: 9/330 -- GLOBAL_STEP: 343100 | > loss_disc: 2.360720634460449 (2.3230492803785534) | > loss_disc_real_0: 0.096003457903862 (0.10255810783969031) | > loss_disc_real_1: 0.16785860061645508 (0.1899295664495892) | > loss_disc_real_2: 0.2130209356546402 (0.21107572482691872) | > loss_disc_real_3: 0.23718489706516266 (0.2298204782936308) | > loss_disc_real_4: 0.2417031079530716 (0.22859737939304775) | > loss_disc_real_5: 0.25020676851272583 (0.22283363507853615) | > loss_0: 2.360720634460449 (2.3230492803785534) | > grad_norm_0: tensor(7.6910, device='cuda:0') (tensor(7.2535, device='cuda:0')) | > loss_gen: 2.5156009197235107 (2.473539537853665) | > loss_kl: 1.7684131860733032 (1.9554604689280193) | > loss_feat: 6.67815637588501 (6.690343485938178) | > loss_mel: 17.496274948120117 (17.796879026624893) | > loss_duration: 2.060730457305908 (2.105855703353882) | > loss_1: 30.519174575805664 (31.022077348497177) | > grad_norm_1: tensor(90.0137, device='cuda:0') (tensor(89.9713, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.346 (0.4026437865363227) | > loader_time: 0.0027 (0.0033075809478759766)  --> TIME: 2024-06-12 01:25:27 -- STEP: 34/330 -- GLOBAL_STEP: 343125 | > loss_disc: 2.337189197540283 (2.33657766790951) | > loss_disc_real_0: 0.08847475051879883 (0.10650867420960874) | > loss_disc_real_1: 0.19992710649967194 (0.196637457346215) | > loss_disc_real_2: 0.21919605135917664 (0.2109218971694217) | > loss_disc_real_3: 0.2023410201072693 (0.22696172708974166) | > loss_disc_real_4: 0.21028022468090057 (0.2284509960342856) | > loss_disc_real_5: 0.1956915557384491 (0.22383473199956558) | > loss_0: 2.337189197540283 (2.33657766790951) | > grad_norm_0: tensor(7.5200, device='cuda:0') (tensor(8.1852, device='cuda:0')) | > loss_gen: 2.338782787322998 (2.4814024392296288) | > loss_kl: 2.02866268157959 (1.9678639103384579) | > loss_feat: 7.854134559631348 (6.874607843511245) | > loss_mel: 17.476463317871094 (17.497477250940666) | > loss_duration: 1.976006031036377 (2.0119068517404446) | > loss_1: 31.674049377441406 (30.8332581800573) | > grad_norm_1: tensor(106.0810, device='cuda:0') (tensor(87.2746, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3619 (0.37579311342800364) | > loader_time: 0.0031 (0.0032900571823120117)  --> TIME: 2024-06-12 01:25:37 -- STEP: 59/330 -- GLOBAL_STEP: 343150 | > loss_disc: 2.3982837200164795 (2.3476022825402727) | > loss_disc_real_0: 0.09983313828706741 (0.1059304350766085) | > loss_disc_real_1: 0.21739991009235382 (0.1961885316897247) | > loss_disc_real_2: 0.25674545764923096 (0.20924473920110928) | > loss_disc_real_3: 0.24205735325813293 (0.22792259692135503) | > loss_disc_real_4: 0.25020426511764526 (0.22983133641339965) | > loss_disc_real_5: 0.22381597757339478 (0.22104883749606247) | > loss_0: 2.3982837200164795 (2.3476022825402727) | > grad_norm_0: tensor(9.2539, device='cuda:0') (tensor(9.4666, device='cuda:0')) | > loss_gen: 2.5257487297058105 (2.4893403619022694) | > loss_kl: 1.8108454942703247 (1.9560122894028487) | > loss_feat: 6.701852321624756 (6.957273499440339) | > loss_mel: 16.69879150390625 (17.40291965613931) | > loss_duration: 1.945454478263855 (1.9925734006752402) | > loss_1: 29.682693481445312 (30.798119140883625) | > grad_norm_1: tensor(173.0211, device='cuda:0') (tensor(112.9058, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3699 (0.3735537933090986) | > loader_time: 0.004 (0.0034385333626957264)  --> TIME: 2024-06-12 01:25:46 -- STEP: 84/330 -- GLOBAL_STEP: 343175 | > loss_disc: 2.37453293800354 (2.3567801458495006) | > loss_disc_real_0: 0.1038893610239029 (0.10739100378538881) | > loss_disc_real_1: 0.168859601020813 (0.19551444461657896) | > loss_disc_real_2: 0.17747662961483002 (0.21014340363797687) | > loss_disc_real_3: 0.23061665892601013 (0.2298641243860835) | > loss_disc_real_4: 0.21560858190059662 (0.23194472403043792) | > loss_disc_real_5: 0.2134551703929901 (0.22305114070574442) | > loss_0: 2.37453293800354 (2.3567801458495006) | > grad_norm_0: tensor(9.1740, device='cuda:0') (tensor(10.1885, device='cuda:0')) | > loss_gen: 2.4832565784454346 (2.4782321651776633) | > loss_kl: 2.1214210987091064 (1.9635925491650899) | > loss_feat: 6.798822402954102 (6.960536519686381) | > loss_mel: 17.583646774291992 (17.354919808251516) | > loss_duration: 2.065990924835205 (1.9858977099259694) | > loss_1: 31.053138732910156 (30.743178640093124) | > grad_norm_1: tensor(138.4013, device='cuda:0') (tensor(130.5569, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3756 (0.3728288582393101) | > loader_time: 0.004 (0.0035469759078252884)  --> TIME: 2024-06-12 01:25:56 -- STEP: 109/330 -- GLOBAL_STEP: 343200 | > loss_disc: 2.3687584400177 (2.35931343988541) | > loss_disc_real_0: 0.1286027431488037 (0.10897314931274554) | > loss_disc_real_1: 0.2203739434480667 (0.19562059203419124) | > loss_disc_real_2: 0.19622211158275604 (0.21106404052415026) | > loss_disc_real_3: 0.24439045786857605 (0.23061815505727715) | > loss_disc_real_4: 0.23377080261707306 (0.23341526214135896) | > loss_disc_real_5: 0.23177295923233032 (0.22327014462116662) | > loss_0: 2.3687584400177 (2.35931343988541) | > grad_norm_0: tensor(9.5736, device='cuda:0') (tensor(9.9492, device='cuda:0')) | > loss_gen: 2.443899393081665 (2.4802486502796137) | > loss_kl: 2.2472333908081055 (1.973265026687482) | > loss_feat: 6.633548259735107 (6.946065850214127) | > loss_mel: 16.960866928100586 (17.31847203980893) | > loss_duration: 1.9296000003814697 (1.9872937836778273) | > loss_1: 30.215147018432617 (30.70534524130165) | > grad_norm_1: tensor(119.5028, device='cuda:0') (tensor(128.2198, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3592 (0.37202649597727927) | > loader_time: 0.0039 (0.00362692841696083)  --> TIME: 2024-06-12 01:26:05 -- STEP: 134/330 -- GLOBAL_STEP: 343225 | > loss_disc: 2.2738053798675537 (2.3597515572362866) | > loss_disc_real_0: 0.12202230095863342 (0.11011136517818294) | > loss_disc_real_1: 0.19997534155845642 (0.19543547316718463) | > loss_disc_real_2: 0.2458348125219345 (0.21072839589706108) | > loss_disc_real_3: 0.20186270773410797 (0.23003118963383917) | > loss_disc_real_4: 0.22612765431404114 (0.2322233682915346) | > loss_disc_real_5: 0.2159097045660019 (0.22320323259528005) | > loss_0: 2.2738053798675537 (2.3597515572362866) | > grad_norm_0: tensor(10.1158, device='cuda:0') (tensor(9.6274, device='cuda:0')) | > loss_gen: 2.7326560020446777 (2.4758168832579655) | > loss_kl: 2.0151493549346924 (1.9715265195761154) | > loss_feat: 7.627370834350586 (6.9363595514155145) | > loss_mel: 17.844375610351562 (17.336629305312897) | > loss_duration: 2.0206074714660645 (1.9928597389762082) | > loss_1: 32.24016189575195 (30.713191900680314) | > grad_norm_1: tensor(69.4150, device='cuda:0') (tensor(123.7821, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3756 (0.37320269755463104) | > loader_time: 0.0037 (0.0036934418464774515)  --> TIME: 2024-06-12 01:26:15 -- STEP: 159/330 -- GLOBAL_STEP: 343250 | > loss_disc: 2.354402542114258 (2.3624218005054396) | > loss_disc_real_0: 0.14453032612800598 (0.11092200303602519) | > loss_disc_real_1: 0.18331500887870789 (0.19574576513197436) | > loss_disc_real_2: 0.2241227775812149 (0.21080783300054898) | > loss_disc_real_3: 0.20443101227283478 (0.22995042510377536) | > loss_disc_real_4: 0.23611903190612793 (0.23236248768725484) | > loss_disc_real_5: 0.22995221614837646 (0.22359845314010884) | > loss_0: 2.354402542114258 (2.3624218005054396) | > grad_norm_0: tensor(12.4259, device='cuda:0') (tensor(10.0993, device='cuda:0')) | > loss_gen: 2.6453440189361572 (2.474699804617924) | > loss_kl: 2.0638701915740967 (1.9807757858960133) | > loss_feat: 6.590696334838867 (6.941850005455737) | > loss_mel: 17.14585304260254 (17.344341571975814) | > loss_duration: 2.011226177215576 (1.9969881930441227) | > loss_1: 30.456989288330078 (30.73865530625829) | > grad_norm_1: tensor(289.7563, device='cuda:0') (tensor(132.0681, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3756 (0.3739567597707113) | > loader_time: 0.0042 (0.003781960445380061)  --> TIME: 2024-06-12 01:26:25 -- STEP: 184/330 -- GLOBAL_STEP: 343275 | > loss_disc: 2.3838205337524414 (2.3658612590769055) | > loss_disc_real_0: 0.16439256072044373 (0.11226591224903645) | > loss_disc_real_1: 0.199937641620636 (0.19648505569152214) | > loss_disc_real_2: 0.2314920723438263 (0.21061550088874673) | > loss_disc_real_3: 0.2663678824901581 (0.23068097873550394) | > loss_disc_real_4: 0.2609574496746063 (0.2330604740620955) | > loss_disc_real_5: 0.24356938898563385 (0.22407188906293848) | > loss_0: 2.3838205337524414 (2.3658612590769055) | > grad_norm_0: tensor(39.9441, device='cuda:0') (tensor(11.6675, device='cuda:0')) | > loss_gen: 2.5171406269073486 (2.4730088140653526) | > loss_kl: 1.994323968887329 (1.991038923678191) | > loss_feat: 6.410912036895752 (6.9336117350536846) | > loss_mel: 16.394832611083984 (17.30553847810498) | > loss_duration: 2.0456533432006836 (2.004055227274479) | > loss_1: 29.36286163330078 (30.707253145134967) | > grad_norm_1: tensor(303.0828, device='cuda:0') (tensor(151.2719, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.3896 (0.3756748748862226) | > loader_time: 0.0052 (0.003932730011318041)  --> TIME: 2024-06-12 01:26:35 -- STEP: 209/330 -- GLOBAL_STEP: 343300 | > loss_disc: 2.5386905670166016 (2.3641917272047546) | > loss_disc_real_0: 0.08898784220218658 (0.11326303903423428) | > loss_disc_real_1: 0.1752740442752838 (0.196463191837215) | > loss_disc_real_2: 0.20005805790424347 (0.21072614257130326) | > loss_disc_real_3: 0.2440239042043686 (0.23014955108530782) | > loss_disc_real_4: 0.2577655613422394 (0.2327649378035057) | > loss_disc_real_5: 0.2658144533634186 (0.22332005252678427) | > loss_0: 2.5386905670166016 (2.3641917272047546) | > grad_norm_0: tensor(31.8743, device='cuda:0') (tensor(13.4188, device='cuda:0')) | > loss_gen: 2.4288227558135986 (2.479944911299711) | > loss_kl: 2.067383289337158 (1.9973207974547975) | > loss_feat: 7.229968070983887 (6.957978857761365) | > loss_mel: 17.394716262817383 (17.2665007376785) | > loss_duration: 2.100551128387451 (2.0123343119780968) | > loss_1: 31.22144317626953 (30.714079596779563) | > grad_norm_1: tensor(209.5315, device='cuda:0') (tensor(169.7891, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.4018 (0.3779435077922767) | > loader_time: 0.0051 (0.004101264990117558)  --> TIME: 2024-06-12 01:26:45 -- STEP: 234/330 -- GLOBAL_STEP: 343325 | > loss_disc: 2.240715980529785 (2.365616732173494) | > loss_disc_real_0: 0.09937146306037903 (0.11405226317608458) | > loss_disc_real_1: 0.18099983036518097 (0.19681903178620544) | > loss_disc_real_2: 0.1797018051147461 (0.2107749927120331) | > loss_disc_real_3: 0.20335759222507477 (0.23031699873952785) | > loss_disc_real_4: 0.23794357478618622 (0.2325768471400962) | > loss_disc_real_5: 0.2636723816394806 (0.2233122104508245) | > loss_0: 2.240715980529785 (2.365616732173494) | > grad_norm_0: tensor(27.1700, device='cuda:0') (tensor(15.0517, device='cuda:0')) | > loss_gen: 2.52297306060791 (2.4831483038062734) | > loss_kl: 1.808767557144165 (2.0010588199664383) | > loss_feat: 7.058352470397949 (6.954756928305341) | > loss_mel: 16.844865798950195 (17.239449183146178) | > loss_duration: 2.093095541000366 (2.0211527352659093) | > loss_1: 30.328054428100586 (30.699565968961796) | > grad_norm_1: tensor(471.8516, device='cuda:0') (tensor(190.2357, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.4128 (0.3809971299945799) | > loader_time: 0.0071 (0.0042509472268259406)  --> TIME: 2024-06-12 01:26:56 -- STEP: 259/330 -- GLOBAL_STEP: 343350 | > loss_disc: 2.3982179164886475 (2.3666018325849834) | > loss_disc_real_0: 0.15398815274238586 (0.1150562633476202) | > loss_disc_real_1: 0.16752037405967712 (0.19692399557032644) | > loss_disc_real_2: 0.18583905696868896 (0.21095512427648522) | > loss_disc_real_3: 0.22287169098854065 (0.23013937806991078) | > loss_disc_real_4: 0.2433844357728958 (0.23251367892537797) | > loss_disc_real_5: 0.2342946082353592 (0.2235222430072696) | > loss_0: 2.3982179164886475 (2.3666018325849834) | > grad_norm_0: tensor(33.6652, device='cuda:0') (tensor(16.5819, device='cuda:0')) | > loss_gen: 2.463658571243286 (2.4822612996267086) | > loss_kl: 2.281035900115967 (2.0063041025147004) | > loss_feat: 7.5025224685668945 (6.966567188616425) | > loss_mel: 17.488548278808594 (17.20474469983901) | > loss_duration: 2.1360678672790527 (2.029254036520437) | > loss_1: 31.87183380126953 (30.689131313309247) | > grad_norm_1: tensor(370.9533, device='cuda:0') (tensor(207.3312, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.4218 (0.38459142662843687) | > loader_time: 0.0062 (0.004397429094351395)  --> TIME: 2024-06-12 01:27:07 -- STEP: 284/330 -- GLOBAL_STEP: 343375 | > loss_disc: 2.4423513412475586 (2.367681483147848) | > loss_disc_real_0: 0.163362056016922 (0.1162429886384749) | > loss_disc_real_1: 0.18784844875335693 (0.1969590360744738) | > loss_disc_real_2: 0.24821540713310242 (0.21080336121606158) | > loss_disc_real_3: 0.23436781764030457 (0.2299189702410933) | > loss_disc_real_4: 0.2519035339355469 (0.23226770249680734) | > loss_disc_real_5: 0.27548685669898987 (0.22365989714441165) | > loss_0: 2.4423513412475586 (2.367681483147848) | > grad_norm_0: tensor(26.1717, device='cuda:0') (tensor(18.0801, device='cuda:0')) | > loss_gen: 2.641094923019409 (2.481037601618701) | > loss_kl: 2.0791561603546143 (2.0125693678855887) | > loss_feat: 7.465308666229248 (6.97085020239924) | > loss_mel: 15.965677261352539 (17.15971252280223) | > loss_duration: 2.148693084716797 (2.039166924399387) | > loss_1: 30.299930572509766 (30.66333658594481) | > grad_norm_1: tensor(468.7214, device='cuda:0') (tensor(225.6212, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.457 (0.3892661114813577) | > loader_time: 0.006 (0.004557660767729852)  --> TIME: 2024-06-12 01:27:20 -- STEP: 309/330 -- GLOBAL_STEP: 343400 | > loss_disc: 2.397460699081421 (2.3712616800104525) | > loss_disc_real_0: 0.1194828674197197 (0.11752447266505374) | > loss_disc_real_1: 0.21913327276706696 (0.19814720320663007) | > loss_disc_real_2: 0.2005186825990677 (0.21081335312147365) | > loss_disc_real_3: 0.2350102812051773 (0.23016921298210674) | > loss_disc_real_4: 0.2281886488199234 (0.23207255194873871) | > loss_disc_real_5: 0.20642918348312378 (0.22257312563244966) | > loss_0: 2.397460699081421 (2.3712616800104525) | > grad_norm_0: tensor(13.9778, device='cuda:0') (tensor(19.7101, device='cuda:0')) | > loss_gen: 2.535202741622925 (2.480804904764912) | > loss_kl: 1.9891771078109741 (2.0140130272960968) | > loss_feat: 7.499685764312744 (6.988460050045865) | > loss_mel: 17.23076629638672 (17.129053186830202) | > loss_duration: 2.224963665008545 (2.051188757118666) | > loss_1: 31.479795455932617 (30.663519899436185) | > grad_norm_1: tensor(484.3791, device='cuda:0') (tensor(247.2818, device='cuda:0')) | > current_lr_0: 0.00018157818403450826 | > current_lr_1: 0.00018157818403450826 | > step_time: 0.4942 (0.39643913102381423) | > loader_time: 0.0079 (0.0047642011858498754)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6541590690612793 (2.6541590690612793) | > loss_disc_real_0: 0.24932408332824707 (0.24932408332824707) | > loss_disc_real_1: 0.23398178815841675 (0.23398178815841675) | > loss_disc_real_2: 0.24343371391296387 (0.24343371391296387) | > loss_disc_real_3: 0.2694769501686096 (0.2694769501686096) | > loss_disc_real_4: 0.27858081459999084 (0.27858081459999084) | > loss_disc_real_5: 0.2931825518608093 (0.2931825518608093) | > loss_0: 2.6541590690612793 (2.6541590690612793) | > loss_gen: 2.3269431591033936 (2.3269431591033936) | > loss_kl: 3.1761908531188965 (3.1761908531188965) | > loss_feat: 4.529511451721191 (4.529511451721191) | > loss_mel: 13.944454193115234 (13.944454193115234) | > loss_duration: 3.011542320251465 (3.011542320251465) | > loss_1: 26.98863983154297 (26.98863983154297)  --> STEP: 1 | > loss_disc: 2.5514206886291504 (2.5514206886291504) | > loss_disc_real_0: 0.08982318639755249 (0.08982318639755249) | > loss_disc_real_1: 0.16461437940597534 (0.16461437940597534) | > loss_disc_real_2: 0.19752049446105957 (0.19752049446105957) | > loss_disc_real_3: 0.21047767996788025 (0.21047767996788025) | > loss_disc_real_4: 0.25045153498649597 (0.25045153498649597) | > loss_disc_real_5: 0.1969403177499771 (0.1969403177499771) | > loss_0: 2.5514206886291504 (2.5514206886291504) | > loss_gen: 1.977717638015747 (1.977717638015747) | > loss_kl: 3.0552332401275635 (3.0552332401275635) | > loss_feat: 5.7233500480651855 (5.7233500480651855) | > loss_mel: 18.118192672729492 (18.118192672729492) | > loss_duration: 2.4373865127563477 (2.4373865127563477) | > loss_1: 31.31188201904297 (31.31188201904297)  --> STEP: 2 | > loss_disc: 2.3777308464050293 (2.46457576751709) | > loss_disc_real_0: 0.12433551251888275 (0.10707934945821762) | > loss_disc_real_1: 0.2190147489309311 (0.19181456416845322) | > loss_disc_real_2: 0.2015698254108429 (0.19954515993595123) | > loss_disc_real_3: 0.17673645913600922 (0.19360706955194473) | > loss_disc_real_4: 0.160344660282135 (0.2053980976343155) | > loss_disc_real_5: 0.1771000176668167 (0.1870201677083969) | > loss_0: 2.3777308464050293 (2.46457576751709) | > loss_gen: 2.101156234741211 (2.039436936378479) | > loss_kl: 2.5656747817993164 (2.81045401096344) | > loss_feat: 5.452893257141113 (5.588121652603149) | > loss_mel: 17.402528762817383 (17.760360717773438) | > loss_duration: 2.4087722301483154 (2.4230793714523315) | > loss_1: 29.9310245513916 (30.621453285217285)  --> STEP: 3 | > loss_disc: 2.4694771766662598 (2.466209570566813) | > loss_disc_real_0: 0.10703909397125244 (0.10706593096256256) | > loss_disc_real_1: 0.18062080442905426 (0.1880833109219869) | > loss_disc_real_2: 0.10916822403669357 (0.16941951463619867) | > loss_disc_real_3: 0.2097107321023941 (0.1989749570687612) | > loss_disc_real_4: 0.22326454520225525 (0.21135358015696207) | > loss_disc_real_5: 0.1792767494916916 (0.18443902830282846) | > loss_0: 2.4694771766662598 (2.466209570566813) | > loss_gen: 1.9980340003967285 (2.0256359577178955) | > loss_kl: 3.3770174980163574 (2.9993085066477456) | > loss_feat: 6.382226943969727 (5.852823416392009) | > loss_mel: 17.239791870117188 (17.586837768554688) | > loss_duration: 2.3275399208068848 (2.391232887903849) | > loss_1: 31.324609756469727 (30.855838775634766)  --> STEP: 4 | > loss_disc: 2.513113021850586 (2.4779354333877563) | > loss_disc_real_0: 0.1064123809337616 (0.10690254345536232) | > loss_disc_real_1: 0.18128448724746704 (0.18638360500335693) | > loss_disc_real_2: 0.2787454426288605 (0.19675099663436413) | > loss_disc_real_3: 0.2666343152523041 (0.2158897966146469) | > loss_disc_real_4: 0.25274842977523804 (0.22170229256153107) | > loss_disc_real_5: 0.20359618961811066 (0.18922831863164902) | > loss_0: 2.513113021850586 (2.4779354333877563) | > loss_gen: 2.2332615852355957 (2.0775423645973206) | > loss_kl: 3.3991942405700684 (3.0992799401283264) | > loss_feat: 5.385747909545898 (5.736054539680481) | > loss_mel: 19.33096694946289 (18.02287006378174) | > loss_duration: 2.3223423957824707 (2.3740102648735046) | > loss_1: 32.671512603759766 (31.309757232666016)  --> STEP: 5 | > loss_disc: 2.2526113986968994 (2.432870626449585) | > loss_disc_real_0: 0.13153600692749023 (0.1118292361497879) | > loss_disc_real_1: 0.17621806263923645 (0.18435049653053284) | > loss_disc_real_2: 0.21294362843036652 (0.1999895229935646) | > loss_disc_real_3: 0.2113649696111679 (0.21498483121395112) | > loss_disc_real_4: 0.161014586687088 (0.20956475138664246) | > loss_disc_real_5: 0.15882213413715363 (0.18314708173274993) | > loss_0: 2.2526113986968994 (2.432870626449585) | > loss_gen: 2.3090970516204834 (2.123853302001953) | > loss_kl: 2.392780303955078 (2.957980012893677) | > loss_feat: 6.217184066772461 (5.832280445098877) | > loss_mel: 18.151302337646484 (18.048556518554687) | > loss_duration: 2.3825905323028564 (2.375726318359375) | > loss_1: 31.45295524597168 (31.33839683532715)  --> STEP: 6 | > loss_disc: 2.5021276473999023 (2.4444134632746377) | > loss_disc_real_0: 0.0867287740111351 (0.10764582579334576) | > loss_disc_real_1: 0.1901683360338211 (0.18532013644774756) | > loss_disc_real_2: 0.20030654966831207 (0.2000423607726892) | > loss_disc_real_3: 0.209886372089386 (0.2141350880265236) | > loss_disc_real_4: 0.21470321714878082 (0.21042116234699884) | > loss_disc_real_5: 0.22450873255729675 (0.19004069020350775) | > loss_0: 2.5021276473999023 (2.4444134632746377) | > loss_gen: 2.160813570022583 (2.130013346672058) | > loss_kl: 2.71775484085083 (2.917942484219869) | > loss_feat: 5.936281681060791 (5.849613984425862) | > loss_mel: 15.527263641357422 (17.62834103902181) | > loss_duration: 2.1920061111450195 (2.345106283823649) | > loss_1: 28.534122467041016 (30.871017773946125)  --> STEP: 7 | > loss_disc: 2.450148344039917 (2.445232731955392) | > loss_disc_real_0: 0.09213665872812271 (0.1054302304983139) | > loss_disc_real_1: 0.16854968667030334 (0.18292435790811265) | > loss_disc_real_2: 0.2460378259420395 (0.2066131415111678) | > loss_disc_real_3: 0.22694070637226105 (0.21596446207591466) | > loss_disc_real_4: 0.230270117521286 (0.21325672737189702) | > loss_disc_real_5: 0.22781503200531006 (0.19543702474662236) | > loss_0: 2.450148344039917 (2.445232731955392) | > loss_gen: 2.13588285446167 (2.13085184778486) | > loss_kl: 4.585594177246094 (3.1561784403664723) | > loss_feat: 5.285801410675049 (5.769069331032889) | > loss_mel: 15.402669906616211 (17.310388020106725) | > loss_duration: 2.564328908920288 (2.3764238016945973) | > loss_1: 29.97427749633789 (30.74291202000209)  --> STEP: 8 | > loss_disc: 2.3656201362609863 (2.4352811574935913) | > loss_disc_real_0: 0.1685592234134674 (0.11332135461270809) | > loss_disc_real_1: 0.11414459347724915 (0.17432688735425472) | > loss_disc_real_2: 0.11836208403110504 (0.19558175932615995) | > loss_disc_real_3: 0.13980816304683685 (0.20644492469727993) | > loss_disc_real_4: 0.17795413732528687 (0.20884390361607075) | > loss_disc_real_5: 0.13733872771263123 (0.18817473761737347) | > loss_0: 2.3656201362609863 (2.4352811574935913) | > loss_gen: 2.112217664718628 (2.128522574901581) | > loss_kl: 2.733320951461792 (3.1033212542533875) | > loss_feat: 11.89753532409668 (6.535127580165863) | > loss_mel: 19.982709884643555 (17.644428253173828) | > loss_duration: 2.2960205078125 (2.3663733899593353) | > loss_1: 39.02180480957031 (31.77777361869812)  --> STEP: 9 | > loss_disc: 2.395454168319702 (2.4308559364742703) | > loss_disc_real_0: 0.12984181940555573 (0.11515696181191339) | > loss_disc_real_1: 0.14719785749912262 (0.17131255070368448) | > loss_disc_real_2: 0.22262270748615265 (0.1985863091217147) | > loss_disc_real_3: 0.174723282456398 (0.20292029778162637) | > loss_disc_real_4: 0.24622438848018646 (0.2129972908231947) | > loss_disc_real_5: 0.22797365486621857 (0.19259683953391182) | > loss_0: 2.395454168319702 (2.4308559364742703) | > loss_gen: 2.3852462768554688 (2.157047430674235) | > loss_kl: 2.3417961597442627 (3.018707354863485) | > loss_feat: 10.216828346252441 (6.944205443064372) | > loss_mel: 19.391559600830078 (17.838553958468967) | > loss_duration: 2.1370739936828613 (2.3408956792619495) | > loss_1: 36.472503662109375 (32.29941029018826)  --> STEP: 10 | > loss_disc: 2.482628345489502 (2.4360331773757933) | > loss_disc_real_0: 0.1602829098701477 (0.11966955661773682) | > loss_disc_real_1: 0.2189766764640808 (0.1760789632797241) | > loss_disc_real_2: 0.2303074598312378 (0.201758424192667) | > loss_disc_real_3: 0.2807241380214691 (0.21070068180561066) | > loss_disc_real_4: 0.26290494203567505 (0.21798805594444276) | > loss_disc_real_5: 0.2741575837135315 (0.20075291395187378) | > loss_0: 2.482628345489502 (2.4360331773757933) | > loss_gen: 2.4610369205474854 (2.18744637966156) | > loss_kl: 2.684451103210449 (2.985281729698181) | > loss_feat: 4.817523002624512 (6.731537199020385) | > loss_mel: 15.584098815917969 (17.613108444213868) | > loss_duration: 2.390550136566162 (2.3458611249923704) | > loss_1: 27.937660217285156 (31.86323528289795)  --> STEP: 11 | > loss_disc: 2.4017012119293213 (2.432912089607932) | > loss_disc_real_0: 0.10683399438858032 (0.11850268732417714) | > loss_disc_real_1: 0.24358856678009033 (0.1822161999615756) | > loss_disc_real_2: 0.2306036800146103 (0.20438072017648004) | > loss_disc_real_3: 0.22390881180763245 (0.21190142089670355) | > loss_disc_real_4: 0.19895349442958832 (0.21625764126127417) | > loss_disc_real_5: 0.1696041375398636 (0.1979212070053274) | > loss_0: 2.4017012119293213 (2.432912089607932) | > loss_gen: 2.2413723468780518 (2.192348740317605) | > loss_kl: 4.221397399902344 (3.0976558815349233) | > loss_feat: 6.119504451751709 (6.675897858359597) | > loss_mel: 13.264241218566895 (17.21775687824596) | > loss_duration: 2.567502498626709 (2.3660103407773105) | > loss_1: 28.414020538330078 (31.54967030611905)  --> STEP: 12 | > loss_disc: 2.56907320022583 (2.4442588488260903) | > loss_disc_real_0: 0.0897693932056427 (0.1161082461476326) | > loss_disc_real_1: 0.1922374665737152 (0.18305130551258722) | > loss_disc_real_2: 0.27085474133491516 (0.20992022193968296) | > loss_disc_real_3: 0.209394633769989 (0.21169252196947733) | > loss_disc_real_4: 0.18762728571891785 (0.21387177829941115) | > loss_disc_real_5: 0.16532078385353088 (0.19520450507601103) | > loss_0: 2.56907320022583 (2.4442588488260903) | > loss_gen: 1.9553958177566528 (2.1726026634375257) | > loss_kl: 3.032780647277832 (3.092249612013499) | > loss_feat: 5.208138465881348 (6.553584575653076) | > loss_mel: 14.792301177978516 (17.01563556989034) | > loss_duration: 2.256927967071533 (2.356920142968496) | > loss_1: 27.24554443359375 (31.190993150075276)  --> STEP: 13 | > loss_disc: 2.562368631362915 (2.4533442167135386) | > loss_disc_real_0: 0.0923738107085228 (0.11428252034462415) | > loss_disc_real_1: 0.21571947634220123 (0.18556424173024985) | > loss_disc_real_2: 0.2312966287136078 (0.21156456092229256) | > loss_disc_real_3: 0.2115061730146408 (0.2116781874344899) | > loss_disc_real_4: 0.16782034933567047 (0.2103293606868157) | > loss_disc_real_5: 0.1739765852689743 (0.19357158816777742) | > loss_0: 2.562368631362915 (2.4533442167135386) | > loss_gen: 1.883542537689209 (2.1503672691491937) | > loss_kl: 3.6111397743225098 (3.132164239883423) | > loss_feat: 5.019530296325684 (6.4355804003202) | > loss_mel: 15.417208671569824 (16.892679654634914) | > loss_duration: 2.248446226119995 (2.348575995518611) | > loss_1: 28.179866790771484 (30.959368045513447)  --> STEP: 14 | > loss_disc: 2.5261893272399902 (2.458547438893999) | > loss_disc_real_0: 0.1119518131017685 (0.11411604125584875) | > loss_disc_real_1: 0.1998526155948639 (0.18658483986343657) | > loss_disc_real_2: 0.1861294060945511 (0.20974776414888247) | > loss_disc_real_3: 0.2065402865409851 (0.21131119451352529) | > loss_disc_real_4: 0.16146749258041382 (0.20683922725064413) | > loss_disc_real_5: 0.10404917597770691 (0.18717713015420095) | > loss_0: 2.5261893272399902 (2.458547438893999) | > loss_gen: 1.7894058227539062 (2.1245843086923872) | > loss_kl: 3.9333529472351074 (3.1893920046942577) | > loss_feat: 6.142467498779297 (6.41464376449585) | > loss_mel: 16.92908477783203 (16.895280020577566) | > loss_duration: 2.3955392837524414 (2.3519305161067416) | > loss_1: 31.189849853515625 (30.975831031799316)  --> STEP: 15 | > loss_disc: 2.5699517726898193 (2.4659743944803876) | > loss_disc_real_0: 0.16428318619728088 (0.11746051758527756) | > loss_disc_real_1: 0.17397518455982208 (0.18574419617652893) | > loss_disc_real_2: 0.26012787222862244 (0.21310643802086512) | > loss_disc_real_3: 0.18041403591632843 (0.20925138394037882) | > loss_disc_real_4: 0.20831964910030365 (0.20693792204062145) | > loss_disc_real_5: 0.18454651534557343 (0.1870017558336258) | > loss_0: 2.5699517726898193 (2.4659743944803876) | > loss_gen: 2.0617592334747314 (2.1203959703445436) | > loss_kl: 3.564913749694824 (3.214426787694295) | > loss_feat: 6.398919105529785 (6.413595453898112) | > loss_mel: 17.934221267700195 (16.96454277038574) | > loss_duration: 2.359405755996704 (2.3524288654327394) | > loss_1: 32.31922149658203 (31.065390396118165)  --> STEP: 16 | > loss_disc: 2.7197389602661133 (2.4818346798419952) | > loss_disc_real_0: 0.13835489749908447 (0.11876641632989049) | > loss_disc_real_1: 0.2305392622947693 (0.18854388780891895) | > loss_disc_real_2: 0.22403305768966675 (0.21378935175016522) | > loss_disc_real_3: 0.14135582745075226 (0.20500791165977716) | > loss_disc_real_4: 0.18332327902317047 (0.20546200685203075) | > loss_disc_real_5: 0.16202884912490845 (0.18544094916433096) | > loss_0: 2.7197389602661133 (2.4818346798419952) | > loss_gen: 1.7730008363723755 (2.098683774471283) | > loss_kl: 3.035494804382324 (3.203243538737297) | > loss_feat: 7.2146830558776855 (6.463663429021835) | > loss_mel: 16.602792739868164 (16.941933393478394) | > loss_duration: 2.4328606128692627 (2.357455849647522) | > loss_1: 31.0588321685791 (31.064980506896973)  --> STEP: 17 | > loss_disc: 2.657608985900879 (2.4921743449042824) | > loss_disc_real_0: 0.16683238744735718 (0.12159382639562383) | > loss_disc_real_1: 0.25103747844696045 (0.19221998137586258) | > loss_disc_real_2: 0.3182949721813202 (0.21993674118729198) | > loss_disc_real_3: 0.24123932421207428 (0.207139171221677) | > loss_disc_real_4: 0.257760614156723 (0.20853839551701264) | > loss_disc_real_5: 0.29481977224349976 (0.19187499758075266) | > loss_0: 2.657608985900879 (2.4921743449042824) | > loss_gen: 2.2274811267852783 (2.106260089313283) | > loss_kl: 2.485753059387207 (3.161038216422586) | > loss_feat: 5.5678582191467285 (6.410969004911535) | > loss_mel: 16.727386474609375 (16.9293129864861) | > loss_duration: 2.481262445449829 (2.3647385905770695) | > loss_1: 29.489742279052734 (30.97231943467084)  --> STEP: 18 | > loss_disc: 2.361553430557251 (2.4849176274405584) | > loss_disc_real_0: 0.07176516950130463 (0.11882556767927276) | > loss_disc_real_1: 0.23450526595115662 (0.1945691638522678) | > loss_disc_real_2: 0.19371074438095093 (0.21847974136471748) | > loss_disc_real_3: 0.1872492879629135 (0.20603417770730126) | > loss_disc_real_4: 0.20110881328582764 (0.2081256409486135) | > loss_disc_real_5: 0.1626674234867096 (0.19025235457552803) | > loss_0: 2.361553430557251 (2.4849176274405584) | > loss_gen: 2.060856819152832 (2.1037376854154797) | > loss_kl: 3.020827531814575 (3.153248733944363) | > loss_feat: 7.878985404968262 (6.492525471581353) | > loss_mel: 14.902849197387695 (16.816731664869522) | > loss_duration: 2.259094476699829 (2.358869473139445) | > loss_1: 30.12261199951172 (30.925113466050888)  --> STEP: 19 | > loss_disc: 2.408669948577881 (2.480904591710944) | > loss_disc_real_0: 0.1165851280093193 (0.11870764980190679) | > loss_disc_real_1: 0.20964428782463074 (0.1953625914297606) | > loss_disc_real_2: 0.20018699765205383 (0.21751696537984044) | > loss_disc_real_3: 0.16700051724910736 (0.20397977452529104) | > loss_disc_real_4: 0.18998798727989197 (0.20717102759762815) | > loss_disc_real_5: 0.1640644371509552 (0.18887404313212947) | > loss_0: 2.408669948577881 (2.480904591710944) | > loss_gen: 2.052281141281128 (2.101029446250514) | > loss_kl: 2.046142578125 (3.0949799889012386) | > loss_feat: 8.606433868408203 (6.60378380825645) | > loss_mel: 17.53083610534668 (16.85431610910516) | > loss_duration: 2.368436813354492 (2.3593730173612895) | > loss_1: 32.604129791259766 (31.013482746325042)  --> STEP: 20 | > loss_disc: 2.3576903343200684 (2.4747438788414002) | > loss_disc_real_0: 0.1346820890903473 (0.1195063717663288) | > loss_disc_real_1: 0.1424853801727295 (0.19271873086690902) | > loss_disc_real_2: 0.19824834167957306 (0.2165535341948271) | > loss_disc_real_3: 0.17434880137443542 (0.20249822586774827) | > loss_disc_real_4: 0.15938979387283325 (0.2047819659113884) | > loss_disc_real_5: 0.17438139021396637 (0.1881494104862213) | > loss_0: 2.3576903343200684 (2.4747438788414002) | > loss_gen: 2.0293619632720947 (2.097446072101593) | > loss_kl: 2.587130546569824 (3.069587516784668) | > loss_feat: 6.951295852661133 (6.621159410476684) | > loss_mel: 17.75409507751465 (16.899305057525634) | > loss_duration: 2.2859082221984863 (2.3556997776031494) | > loss_1: 31.607791900634766 (31.04319820404053)  --> STEP: 21 | > loss_disc: 2.491441249847412 (2.4755389917464483) | > loss_disc_real_0: 0.04565718397498131 (0.11598974377626464) | > loss_disc_real_1: 0.18315227329730988 (0.19226318526835667) | > loss_disc_real_2: 0.20342092216014862 (0.21592817171698525) | > loss_disc_real_3: 0.25338417291641235 (0.20492136620339893) | > loss_disc_real_4: 0.2359781265258789 (0.2062674973692213) | > loss_disc_real_5: 0.2320743352174759 (0.19024107356866202) | > loss_0: 2.491441249847412 (2.4755389917464483) | > loss_gen: 1.9038070440292358 (2.088225166002909) | > loss_kl: 2.7071330547332764 (3.0523277804965065) | > loss_feat: 4.2821364402771 (6.5097773642767045) | > loss_mel: 16.152252197265625 (16.863731111798966) | > loss_duration: 2.218715190887451 (2.349176702045259) | > loss_1: 27.2640438079834 (30.86323847089495)  --> STEP: 22 | > loss_disc: 2.5570528507232666 (2.4792441671544854) | > loss_disc_real_0: 0.2109752595424652 (0.12030726722018285) | > loss_disc_real_1: 0.16098029911518097 (0.19084123589775778) | > loss_disc_real_2: 0.16628196835517883 (0.21367152610963042) | > loss_disc_real_3: 0.19785794615745544 (0.20460030165585605) | > loss_disc_real_4: 0.21554717421531677 (0.20668930086222562) | > loss_disc_real_5: 0.2841966450214386 (0.19451178136197003) | > loss_0: 2.5570528507232666 (2.4792441671544854) | > loss_gen: 2.0267374515533447 (2.0854302698915657) | > loss_kl: 2.459508180618286 (3.0253814350474966) | > loss_feat: 8.833588600158691 (6.615405147725886) | > loss_mel: 20.375463485717773 (17.023355310613457) | > loss_duration: 2.2161669731140137 (2.3431308052756568) | > loss_1: 35.91146469116211 (31.09270329908891)  --> STEP: 23 | > loss_disc: 2.5042223930358887 (2.480330176975416) | > loss_disc_real_0: 0.14195764064788818 (0.12124858780399612) | > loss_disc_real_1: 0.20739726722240448 (0.19156106334665549) | > loss_disc_real_2: 0.2295789271593094 (0.21436315224222516) | > loss_disc_real_3: 0.2430863082408905 (0.20627360628998798) | > loss_disc_real_4: 0.16435208916664124 (0.20484855252763498) | > loss_disc_real_5: 0.11392096430063248 (0.19100783279408579) | > loss_0: 2.5042223930358887 (2.480330176975416) | > loss_gen: 2.0335235595703125 (2.083173456399337) | > loss_kl: 3.024557590484619 (3.0253456157186758) | > loss_feat: 6.317573070526123 (6.602455926978069) | > loss_mel: 17.228832244873047 (17.03228909036387) | > loss_duration: 2.3134450912475586 (2.3418401220570435) | > loss_1: 30.917930603027344 (31.085104486216668)  --> STEP: 24 | > loss_disc: 2.246406078338623 (2.4705833395322165) | > loss_disc_real_0: 0.10609295219182968 (0.12061710298682253) | > loss_disc_real_1: 0.23902949690818787 (0.19353891474505266) | > loss_disc_real_2: 0.22792990505695343 (0.2149284336095055) | > loss_disc_real_3: 0.25026750564575195 (0.20810668542981148) | > loss_disc_real_4: 0.18272803723812103 (0.20392686439057192) | > loss_disc_real_5: 0.14916101098060608 (0.18926421521852413) | > loss_0: 2.246406078338623 (2.4705833395322165) | > loss_gen: 2.3477654457092285 (2.094198122620582) | > loss_kl: 2.292769193649292 (2.9948215981324515) | > loss_feat: 6.640485763549805 (6.604040503501892) | > loss_mel: 18.67072105407715 (17.100557088851925) | > loss_duration: 2.386753797531128 (2.343711525201797) | > loss_1: 32.338497161865234 (31.13732918103536)  --> STEP: 25 | > loss_disc: 2.72164249420166 (2.480625705718994) | > loss_disc_real_0: 0.13406583666801453 (0.1211550523340702) | > loss_disc_real_1: 0.3116593360900879 (0.19826373159885408) | > loss_disc_real_2: 0.2798185348510742 (0.21752403765916825) | > loss_disc_real_3: 0.21112020313739777 (0.20822722613811492) | > loss_disc_real_4: 0.21434281766414642 (0.2043435025215149) | > loss_disc_real_5: 0.19784225523471832 (0.1896073368191719) | > loss_0: 2.72164249420166 (2.480625705718994) | > loss_gen: 1.9196476936340332 (2.08721610546112) | > loss_kl: 2.9417707920074463 (2.992699565887451) | > loss_feat: 4.136407852172852 (6.505335197448731) | > loss_mel: 14.13261604309082 (16.98183944702148) | > loss_duration: 2.411689281463623 (2.34643063545227) | > loss_1: 25.542131423950195 (30.913521270751954)  --> STEP: 26 | > loss_disc: 2.8019638061523438 (2.492984863427969) | > loss_disc_real_0: 0.07742773741483688 (0.1194732325294843) | > loss_disc_real_1: 0.1553228497505188 (0.19661215922007194) | > loss_disc_real_2: 0.09229405969381332 (0.21270750004511613) | > loss_disc_real_3: 0.06406442821025848 (0.20268250314088967) | > loss_disc_real_4: 0.1317289173603058 (0.20155063386146838) | > loss_disc_real_5: 0.0867859497666359 (0.18565266808638206) | > loss_0: 2.8019638061523438 (2.492984863427969) | > loss_gen: 1.4303197860717773 (2.061950862407684) | > loss_kl: 2.280747413635254 (2.965316790800828) | > loss_feat: 15.11888599395752 (6.836625612699068) | > loss_mel: 17.839975357055664 (17.014844674330483) | > loss_duration: 2.354902982711792 (2.3467564949622517) | > loss_1: 39.02483367919922 (31.225494824923) --> EVAL PERFORMANCE | > avg_loader_time: 0.002483092821561373 (+0.00013255156003511752) | > avg_loss_disc: 2.492984863427969 (-0.014576490108783702) | > avg_loss_disc_real_0: 0.1194732325294843 (-0.07284536570883715) | > avg_loss_disc_real_1: 0.19661215922007194 (-0.06671786308288571) | > avg_loss_disc_real_2: 0.21270750004511613 (-0.037196734203742116) | > avg_loss_disc_real_3: 0.20268250314088967 (-0.04885245057252738) | > avg_loss_disc_real_4: 0.20155063386146838 (-0.03205526161652347) | > avg_loss_disc_real_5: 0.18565266808638206 (-0.06884420376557568) | > avg_loss_0: 2.492984863427969 (-0.014576490108783702) | > avg_loss_gen: 2.061950862407684 (-0.4714845739878144) | > avg_loss_kl: 2.965316790800828 (-0.008804798126220703) | > avg_loss_feat: 6.836625612699068 (+0.19194799203139024) | > avg_loss_mel: 17.014844674330483 (+0.27084636688231) | > avg_loss_duration: 2.3467564949622517 (-0.007040775739230121) | > avg_loss_1: 31.225494824923 (-0.02453547257643507)  > EPOCH: 774/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:27:51)   --> TIME: 2024-06-12 01:27:54 -- STEP: 4/330 -- GLOBAL_STEP: 343425 | > loss_disc: 2.329047679901123 (2.241265296936035) | > loss_disc_real_0: 0.06980167329311371 (0.10162140056490898) | > loss_disc_real_1: 0.22729428112506866 (0.1811092086136341) | > loss_disc_real_2: 0.20486518740653992 (0.20550327003002167) | > loss_disc_real_3: 0.20486541092395782 (0.21388570591807365) | > loss_disc_real_4: 0.24703703820705414 (0.22554417699575424) | > loss_disc_real_5: 0.2595360279083252 (0.21661343798041344) | > loss_0: 2.329047679901123 (2.241265296936035) | > grad_norm_0: tensor(10.7937, device='cuda:0') (tensor(6.8711, device='cuda:0')) | > loss_gen: 2.414527416229248 (2.5721323490142822) | > loss_kl: 1.9656078815460205 (2.0169047713279724) | > loss_feat: 6.558990955352783 (6.8806235790252686) | > loss_mel: 17.414297103881836 (17.63170289993286) | > loss_duration: 2.122467041015625 (2.139457046985626) | > loss_1: 30.47589111328125 (31.24082088470459) | > grad_norm_1: tensor(140.9810, device='cuda:0') (tensor(80.2036, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.3405 (0.3792567253112793) | > loader_time: 0.0027 (0.0029178857803344727)  --> TIME: 2024-06-12 01:28:03 -- STEP: 29/330 -- GLOBAL_STEP: 343450 | > loss_disc: 2.3799257278442383 (2.34095601377816) | > loss_disc_real_0: 0.10416828095912933 (0.105028146042906) | > loss_disc_real_1: 0.1991589516401291 (0.1972383543335158) | > loss_disc_real_2: 0.22049613296985626 (0.20773581852172984) | > loss_disc_real_3: 0.20736488699913025 (0.2270440505496387) | > loss_disc_real_4: 0.21993641555309296 (0.23179344010764155) | > loss_disc_real_5: 0.21889249980449677 (0.2258500980919805) | > loss_0: 2.3799257278442383 (2.34095601377816) | > grad_norm_0: tensor(8.3993, device='cuda:0') (tensor(8.4663, device='cuda:0')) | > loss_gen: 2.416426181793213 (2.5047789359914847) | > loss_kl: 2.15138578414917 (1.9737208136196793) | > loss_feat: 6.565020561218262 (7.024902458848624) | > loss_mel: 16.924850463867188 (17.415274948909367) | > loss_duration: 1.9927566051483154 (2.013608180243393) | > loss_1: 30.050437927246094 (30.93228524306725) | > grad_norm_1: tensor(73.8794, device='cuda:0') (tensor(79.4039, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.3468 (0.36040785394865893) | > loader_time: 0.0032 (0.0032789542757231615)  --> TIME: 2024-06-12 01:28:12 -- STEP: 54/330 -- GLOBAL_STEP: 343475 | > loss_disc: 2.42132830619812 (2.34970948431227) | > loss_disc_real_0: 0.12973888218402863 (0.10756316077378061) | > loss_disc_real_1: 0.19630788266658783 (0.1969953996163827) | > loss_disc_real_2: 0.23542995750904083 (0.20885683127023555) | > loss_disc_real_3: 0.2619535028934479 (0.22605283006473822) | > loss_disc_real_4: 0.24603886902332306 (0.23325615900534172) | > loss_disc_real_5: 0.2004893273115158 (0.2249218741500819) | > loss_0: 2.42132830619812 (2.34970948431227) | > grad_norm_0: tensor(11.0725, device='cuda:0') (tensor(9.6646, device='cuda:0')) | > loss_gen: 2.4966540336608887 (2.488612863752575) | > loss_kl: 2.1529996395111084 (1.9754353827900357) | > loss_feat: 7.442887783050537 (6.986288450382374) | > loss_mel: 17.38385581970215 (17.34797853893704) | > loss_duration: 1.948495864868164 (1.9929462605052524) | > loss_1: 31.424894332885742 (30.791261355082195) | > grad_norm_1: tensor(170.8444, device='cuda:0') (tensor(93.7496, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.3658 (0.360120658521299) | > loader_time: 0.0033 (0.0033801484991002966)  --> TIME: 2024-06-12 01:28:21 -- STEP: 79/330 -- GLOBAL_STEP: 343500 | > loss_disc: 2.399078130722046 (2.352689661557162) | > loss_disc_real_0: 0.15864211320877075 (0.11004833782775493) | > loss_disc_real_1: 0.24709147214889526 (0.19746956983699077) | > loss_disc_real_2: 0.2322428673505783 (0.20788605133943924) | > loss_disc_real_3: 0.22303172945976257 (0.22697356513029412) | > loss_disc_real_4: 0.23486801981925964 (0.2332749864723109) | > loss_disc_real_5: 0.23866499960422516 (0.22536926782583888) | > loss_0: 2.399078130722046 (2.352689661557162) | > grad_norm_0: tensor(16.9280, device='cuda:0') (tensor(9.8983, device='cuda:0')) | > loss_gen: 2.508476495742798 (2.483404720885843) | > loss_kl: 1.905197024345398 (1.9718122738826125) | > loss_feat: 6.7830681800842285 (6.965060584152801) | > loss_mel: 17.690261840820312 (17.327928048145925) | > loss_duration: 1.961632490158081 (1.987359911580629) | > loss_1: 30.848634719848633 (30.73556535455245) | > grad_norm_1: tensor(91.9130, device='cuda:0') (tensor(100.5600, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.373 (0.36318417742282527) | > loader_time: 0.0037 (0.0035670226133322413) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_343500.pth  --> TIME: 2024-06-12 01:28:36 -- STEP: 104/330 -- GLOBAL_STEP: 343525 | > loss_disc: 2.354933500289917 (2.359293522743079) | > loss_disc_real_0: 0.11735130101442337 (0.11196901814009134) | > loss_disc_real_1: 0.22510622441768646 (0.19800702754694682) | > loss_disc_real_2: 0.2173651158809662 (0.20865558904524037) | > loss_disc_real_3: 0.2249411940574646 (0.22818019370046946) | > loss_disc_real_4: 0.2194623351097107 (0.2326239558080068) | > loss_disc_real_5: 0.2292199432849884 (0.2253689830406354) | > loss_0: 2.354933500289917 (2.359293522743079) | > grad_norm_0: tensor(8.7541, device='cuda:0') (tensor(9.7474, device='cuda:0')) | > loss_gen: 2.4364938735961914 (2.4812286542012143) | > loss_kl: 2.088649272918701 (1.981532673423107) | > loss_feat: 7.418290615081787 (6.971813091864953) | > loss_mel: 17.503625869750977 (17.31951466890483) | > loss_duration: 2.0588648319244385 (1.9899747360211153) | > loss_1: 31.505924224853516 (30.744063689158512) | > grad_norm_1: tensor(49.6830, device='cuda:0') (tensor(101.8885, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.3789 (0.36856354658420265) | > loader_time: 0.0041 (0.003751841875223013)  --> TIME: 2024-06-12 01:28:46 -- STEP: 129/330 -- GLOBAL_STEP: 343550 | > loss_disc: 2.466928243637085 (2.367988767549974) | > loss_disc_real_0: 0.14068098366260529 (0.11405800121237142) | > loss_disc_real_1: 0.2012217789888382 (0.19869770456192104) | > loss_disc_real_2: 0.1731077879667282 (0.20907310021016026) | > loss_disc_real_3: 0.2603456974029541 (0.22866132786107618) | > loss_disc_real_4: 0.2546541690826416 (0.232268614939941) | > loss_disc_real_5: 0.2493472695350647 (0.2251274600740551) | > loss_0: 2.466928243637085 (2.367988767549974) | > grad_norm_0: tensor(8.8005, device='cuda:0') (tensor(9.2229, device='cuda:0')) | > loss_gen: 2.5165460109710693 (2.474527510561684) | > loss_kl: 2.1397056579589844 (1.9909619702849277) | > loss_feat: 6.6833319664001465 (6.957046238950981) | > loss_mel: 17.859073638916016 (17.299401919047046) | > loss_duration: 1.9741919040679932 (1.9925338649010473) | > loss_1: 31.172849655151367 (30.714471388232802) | > grad_norm_1: tensor(49.9297, device='cuda:0') (tensor(94.5149, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.3812 (0.3703354680260946) | > loader_time: 0.0042 (0.0038764236509337907)  --> TIME: 2024-06-12 01:28:55 -- STEP: 154/330 -- GLOBAL_STEP: 343575 | > loss_disc: 2.359576940536499 (2.3699790130962017) | > loss_disc_real_0: 0.1032121330499649 (0.114949490294441) | > loss_disc_real_1: 0.17349232733249664 (0.1985942923596927) | > loss_disc_real_2: 0.22618266940116882 (0.21049231339197655) | > loss_disc_real_3: 0.2475600242614746 (0.22867721319198608) | > loss_disc_real_4: 0.2332673817873001 (0.23268947643893106) | > loss_disc_real_5: 0.22014856338500977 (0.22478550982165646) | > loss_0: 2.359576940536499 (2.3699790130962017) | > grad_norm_0: tensor(6.1051, device='cuda:0') (tensor(9.5593, device='cuda:0')) | > loss_gen: 2.4706099033355713 (2.4722293119925953) | > loss_kl: 1.8320494890213013 (1.9893902756951072) | > loss_feat: 6.87377405166626 (6.949286222457886) | > loss_mel: 16.873916625976562 (17.293657011799993) | > loss_duration: 1.994128942489624 (1.9963566080316322) | > loss_1: 30.044479370117188 (30.700919324701484) | > grad_norm_1: tensor(199.0092, device='cuda:0') (tensor(101.3972, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.3651 (0.3702300632154787) | > loader_time: 0.0044 (0.0039857703369933295)  --> TIME: 2024-06-12 01:29:05 -- STEP: 179/330 -- GLOBAL_STEP: 343600 | > loss_disc: 2.3960466384887695 (2.376349391883976) | > loss_disc_real_0: 0.17760488390922546 (0.11704799370559234) | > loss_disc_real_1: 0.18028873205184937 (0.19894191997344268) | > loss_disc_real_2: 0.22060441970825195 (0.21098652232292645) | > loss_disc_real_3: 0.21297802031040192 (0.2292294597159551) | > loss_disc_real_4: 0.23054589331150055 (0.2333390357274583) | > loss_disc_real_5: 0.21292036771774292 (0.224390038981118) | > loss_0: 2.3960466384887695 (2.376349391883976) | > grad_norm_0: tensor(51.4234, device='cuda:0') (tensor(11.2654, device='cuda:0')) | > loss_gen: 2.4706103801727295 (2.4676398125440713) | > loss_kl: 2.183086633682251 (1.9932285913541996) | > loss_feat: 7.8357672691345215 (6.9312764093196595) | > loss_mel: 17.35709571838379 (17.283506473349444) | > loss_duration: 2.054990530014038 (2.0031943481061716) | > loss_1: 31.90155029296875 (30.67884553877335) | > grad_norm_1: tensor(325.7842, device='cuda:0') (tensor(125.5949, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.385 (0.3725033192661221) | > loader_time: 0.0047 (0.004080559288323261)  --> TIME: 2024-06-12 01:29:15 -- STEP: 204/330 -- GLOBAL_STEP: 343625 | > loss_disc: 2.457829475402832 (2.3722908356610457) | > loss_disc_real_0: 0.291226863861084 (0.11926848554581988) | > loss_disc_real_1: 0.18611125648021698 (0.1981570305047082) | > loss_disc_real_2: 0.2654939591884613 (0.2105214925227212) | > loss_disc_real_3: 0.22257666289806366 (0.22913505122357725) | > loss_disc_real_4: 0.2066146731376648 (0.23191879105334187) | > loss_disc_real_5: 0.22668831050395966 (0.22354415263615401) | > loss_0: 2.457829475402832 (2.3722908356610457) | > grad_norm_0: tensor(65.7648, device='cuda:0') (tensor(14.0552, device='cuda:0')) | > loss_gen: 2.539447069168091 (2.4821242000542423) | > loss_kl: 2.221364736557007 (1.9991379596439063) | > loss_feat: 7.597332954406738 (6.969709057433932) | > loss_mel: 17.720687866210938 (17.26294881689782) | > loss_duration: 2.0262303352355957 (2.011355173938415) | > loss_1: 32.105064392089844 (30.725275086421593) | > grad_norm_1: tensor(599.3132, device='cuda:0') (tensor(159.1933, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.4017 (0.3745975050271726) | > loader_time: 0.0049 (0.00419362970426971)  --> TIME: 2024-06-12 01:29:25 -- STEP: 229/330 -- GLOBAL_STEP: 343650 | > loss_disc: 2.4471895694732666 (2.3743814485041836) | > loss_disc_real_0: 0.2095538079738617 (0.11986594233970975) | > loss_disc_real_1: 0.23751379549503326 (0.19817305073207123) | > loss_disc_real_2: 0.22014018893241882 (0.21056129519856132) | > loss_disc_real_3: 0.22299280762672424 (0.22967965393347511) | > loss_disc_real_4: 0.24689020216464996 (0.23243190959811733) | > loss_disc_real_5: 0.2496652752161026 (0.2234293482058954) | > loss_0: 2.4471895694732666 (2.3743814485041836) | > grad_norm_0: tensor(69.3770, device='cuda:0') (tensor(16.7462, device='cuda:0')) | > loss_gen: 2.470271348953247 (2.4863443395456364) | > loss_kl: 2.165959358215332 (2.003912083967285) | > loss_feat: 6.458336353302002 (6.973059943669748) | > loss_mel: 16.973630905151367 (17.237680176980618) | > loss_duration: 2.1188182830810547 (2.0202932581630852) | > loss_1: 30.1870174407959 (30.721289655527173) | > grad_norm_1: tensor(345.4444, device='cuda:0') (tensor(186.3275, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.4089 (0.3779261133035718) | > loader_time: 0.0052 (0.004307417890390457)  --> TIME: 2024-06-12 01:29:36 -- STEP: 254/330 -- GLOBAL_STEP: 343675 | > loss_disc: 2.292527437210083 (2.375261544242617) | > loss_disc_real_0: 0.1861255168914795 (0.12141748127622867) | > loss_disc_real_1: 0.19802254438400269 (0.19797661102662875) | > loss_disc_real_2: 0.19048641622066498 (0.21095214297217646) | > loss_disc_real_3: 0.2016756385564804 (0.2297547389789829) | > loss_disc_real_4: 0.19987426698207855 (0.23224940497105515) | > loss_disc_real_5: 0.1899213343858719 (0.22266989271706483) | > loss_0: 2.292527437210083 (2.375261544242617) | > grad_norm_0: tensor(43.6497, device='cuda:0') (tensor(18.7547, device='cuda:0')) | > loss_gen: 2.617713451385498 (2.486696125954154) | > loss_kl: 2.0446746349334717 (2.0070290692209265) | > loss_feat: 7.80128288269043 (6.971591014561691) | > loss_mel: 17.3674259185791 (17.195320812735964) | > loss_duration: 2.0649924278259277 (2.0278230056049322) | > loss_1: 31.896089553833008 (30.688459884463335) | > grad_norm_1: tensor(453.0000, device='cuda:0') (tensor(210.9677, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.4395 (0.3825586808948066) | > loader_time: 0.0058 (0.004431827800480402)  --> TIME: 2024-06-12 01:29:48 -- STEP: 279/330 -- GLOBAL_STEP: 343700 | > loss_disc: 2.3347959518432617 (2.37324043499526) | > loss_disc_real_0: 0.12452013045549393 (0.12128478731946706) | > loss_disc_real_1: 0.19979548454284668 (0.1982584740953206) | > loss_disc_real_2: 0.22671185433864594 (0.21119403214223922) | > loss_disc_real_3: 0.22865816950798035 (0.22948829680147137) | > loss_disc_real_4: 0.25052905082702637 (0.23178912619108794) | > loss_disc_real_5: 0.24740158021450043 (0.22238990440163564) | > loss_0: 2.3347959518432617 (2.37324043499526) | > grad_norm_0: tensor(9.0247, device='cuda:0') (tensor(19.0918, device='cuda:0')) | > loss_gen: 2.4806389808654785 (2.48463343890337) | > loss_kl: 2.0357794761657715 (2.01061469551483) | > loss_feat: 6.4829607009887695 (6.981972320105439) | > loss_mel: 17.168476104736328 (17.16741227932728) | > loss_duration: 2.1292483806610107 (2.037373795304247) | > loss_1: 30.297101974487305 (30.68200641208225) | > grad_norm_1: tensor(232.5995, device='cuda:0') (tensor(222.8988, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.4374 (0.387859829010502) | > loader_time: 0.0068 (0.004593046762609997)  --> TIME: 2024-06-12 01:30:00 -- STEP: 304/330 -- GLOBAL_STEP: 343725 | > loss_disc: 3.523770809173584 (2.383650849524295) | > loss_disc_real_0: 1.063589096069336 (0.12702221783662312) | > loss_disc_real_1: 0.23721110820770264 (0.19882339856734402) | > loss_disc_real_2: 0.26934850215911865 (0.211793793904546) | > loss_disc_real_3: 0.25568997859954834 (0.22985120936247863) | > loss_disc_real_4: 0.2475135177373886 (0.2318047497323469) | > loss_disc_real_5: 0.24023336172103882 (0.22228229094884897) | > loss_0: 3.523770809173584 (2.383650849524295) | > grad_norm_0: tensor(47.2162, device='cuda:0') (tensor(19.9131, device='cuda:0')) | > loss_gen: 2.3123345375061035 (2.478042797822701) | > loss_kl: 2.0142033100128174 (2.01454559164612) | > loss_feat: 6.82877779006958 (6.981264710426329) | > loss_mel: 16.781152725219727 (17.127509844930543) | > loss_duration: 2.1898772716522217 (2.048254415785013) | > loss_1: 30.126344680786133 (30.64961724532278) | > grad_norm_1: tensor(197.0987, device='cuda:0') (tensor(235.8275, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 0.4734 (0.3941974294813056) | > loader_time: 0.007 (0.0047610613860582076)  --> TIME: 2024-06-12 01:30:28 -- STEP: 329/330 -- GLOBAL_STEP: 343750 | > loss_disc: 2.4656691551208496 (2.3934242964515557) | > loss_disc_real_0: 0.2298319935798645 (0.13032564070177666) | > loss_disc_real_1: 0.1741449236869812 (0.19933202215059911) | > loss_disc_real_2: 0.20469430088996887 (0.21214794614394744) | > loss_disc_real_3: 0.2526172995567322 (0.2302895837822946) | > loss_disc_real_4: 0.25382739305496216 (0.232192730061189) | > loss_disc_real_5: 0.30212682485580444 (0.22297978179251893) | > loss_0: 2.4656691551208496 (2.3934242964515557) | > grad_norm_0: tensor(22.8382, device='cuda:0') (tensor(20.5366, device='cuda:0')) | > loss_gen: 2.49247145652771 (2.4719672775558417) | > loss_kl: 2.195854425430298 (2.019339156005883) | > loss_feat: 10.164814949035645 (7.0622085394467975) | > loss_mel: 16.82402801513672 (17.11403784128671) | > loss_duration: 2.3007445335388184 (2.0631374077231697) | > loss_1: 33.97791290283203 (30.730690106794828) | > grad_norm_1: tensor(80.3691, device='cuda:0') (tensor(244.4898, device='cuda:0')) | > current_lr_0: 0.00018155548676150393 | > current_lr_1: 0.00018155548676150393 | > step_time: 14.2342 (0.4489580664591224) | > loader_time: 0.0332 (0.005210084393394034)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6247386932373047 (2.6247386932373047) | > loss_disc_real_0: 0.19268730282783508 (0.19268730282783508) | > loss_disc_real_1: 0.21486860513687134 (0.21486860513687134) | > loss_disc_real_2: 0.27436602115631104 (0.27436602115631104) | > loss_disc_real_3: 0.30718740820884705 (0.30718740820884705) | > loss_disc_real_4: 0.3289719223976135 (0.3289719223976135) | > loss_disc_real_5: 0.29128679633140564 (0.29128679633140564) | > loss_0: 2.6247386932373047 (2.6247386932373047) | > loss_gen: 2.417752504348755 (2.417752504348755) | > loss_kl: 2.003178119659424 (2.003178119659424) | > loss_feat: 4.825555801391602 (4.825555801391602) | > loss_mel: 12.67685317993164 (12.67685317993164) | > loss_duration: 3.304830551147461 (3.304830551147461) | > loss_1: 25.22817039489746 (25.22817039489746)  --> STEP: 1 | > loss_disc: 2.346214532852173 (2.346214532852173) | > loss_disc_real_0: 0.11735187470912933 (0.11735187470912933) | > loss_disc_real_1: 0.2766796052455902 (0.2766796052455902) | > loss_disc_real_2: 0.2228400707244873 (0.2228400707244873) | > loss_disc_real_3: 0.2321087121963501 (0.2321087121963501) | > loss_disc_real_4: 0.2360597550868988 (0.2360597550868988) | > loss_disc_real_5: 0.23612521588802338 (0.23612521588802338) | > loss_0: 2.346214532852173 (2.346214532852173) | > loss_gen: 2.3849058151245117 (2.3849058151245117) | > loss_kl: 2.810868263244629 (2.810868263244629) | > loss_feat: 4.892248630523682 (4.892248630523682) | > loss_mel: 17.67699432373047 (17.67699432373047) | > loss_duration: 2.5046281814575195 (2.5046281814575195) | > loss_1: 30.26964569091797 (30.26964569091797)  --> STEP: 2 | > loss_disc: 2.404804229736328 (2.3755093812942505) | > loss_disc_real_0: 0.136941060423851 (0.12714646756649017) | > loss_disc_real_1: 0.15583188831806183 (0.21625574678182602) | > loss_disc_real_2: 0.283458411693573 (0.25314924120903015) | > loss_disc_real_3: 0.2461102306842804 (0.23910947144031525) | > loss_disc_real_4: 0.28607091307640076 (0.2610653340816498) | > loss_disc_real_5: 0.2792375087738037 (0.25768136233091354) | > loss_0: 2.404804229736328 (2.3755093812942505) | > loss_gen: 2.4650230407714844 (2.424964427947998) | > loss_kl: 3.0794029235839844 (2.9451355934143066) | > loss_feat: 5.613682746887207 (5.252965688705444) | > loss_mel: 19.351032257080078 (18.514013290405273) | > loss_duration: 2.4617843627929688 (2.483206272125244) | > loss_1: 32.970924377441406 (31.620285034179688)  --> STEP: 3 | > loss_disc: 2.0178418159484863 (2.256286859512329) | > loss_disc_real_0: 0.1586192399263382 (0.13763739168643951) | > loss_disc_real_1: 0.1596646010875702 (0.1973920315504074) | > loss_disc_real_2: 0.22374138236045837 (0.24334662159283957) | > loss_disc_real_3: 0.2386210411787033 (0.23894666135311127) | > loss_disc_real_4: 0.16745762526988983 (0.2298627644777298) | > loss_disc_real_5: 0.16565635800361633 (0.22700636088848114) | > loss_0: 2.0178418159484863 (2.256286859512329) | > loss_gen: 2.883434772491455 (2.5777878761291504) | > loss_kl: 4.023681163787842 (3.3046507835388184) | > loss_feat: 7.690604209899902 (6.065511862436931) | > loss_mel: 17.623098373413086 (18.21704165140788) | > loss_duration: 2.326280117034912 (2.4308975537618003) | > loss_1: 34.547096252441406 (32.59588877360026)  --> STEP: 4 | > loss_disc: 2.4807240962982178 (2.3123961687088013) | > loss_disc_real_0: 0.20531722903251648 (0.15455735102295876) | > loss_disc_real_1: 0.18960680067539215 (0.1954457238316536) | > loss_disc_real_2: 0.2757142186164856 (0.25143852084875107) | > loss_disc_real_3: 0.27877771854400635 (0.24890442565083504) | > loss_disc_real_4: 0.2997915744781494 (0.2473449669778347) | > loss_disc_real_5: 0.24496591091156006 (0.23149624839425087) | > loss_0: 2.4807240962982178 (2.3123961687088013) | > loss_gen: 2.807574987411499 (2.6352346539497375) | > loss_kl: 3.511500358581543 (3.3563631772994995) | > loss_feat: 6.8260698318481445 (6.255651354789734) | > loss_mel: 18.16666603088379 (18.204447746276855) | > loss_duration: 2.370765447616577 (2.4158645272254944) | > loss_1: 33.68257522583008 (32.867560386657715)  --> STEP: 5 | > loss_disc: 2.3485000133514404 (2.319616937637329) | > loss_disc_real_0: 0.2341289520263672 (0.17047167122364043) | > loss_disc_real_1: 0.23143890500068665 (0.20264436006546022) | > loss_disc_real_2: 0.283069908618927 (0.25776479840278627) | > loss_disc_real_3: 0.22029833495616913 (0.24318320751190187) | > loss_disc_real_4: 0.19263894855976105 (0.23640376329421997) | > loss_disc_real_5: 0.13108111917972565 (0.21141322255134581) | > loss_0: 2.3485000133514404 (2.319616937637329) | > loss_gen: 2.5259902477264404 (2.613385772705078) | > loss_kl: 2.737027645111084 (3.2324960708618162) | > loss_feat: 6.3067626953125 (6.265873622894287) | > loss_mel: 18.624303817749023 (18.28841896057129) | > loss_duration: 2.3677899837493896 (2.4062496185302735) | > loss_1: 32.56187438964844 (32.80642318725586)  --> STEP: 6 | > loss_disc: 2.4692492485046387 (2.344555656115214) | > loss_disc_real_0: 0.1076183021068573 (0.15999610970417658) | > loss_disc_real_1: 0.17589730024337769 (0.19818651676177979) | > loss_disc_real_2: 0.2620448172092438 (0.2584781348705292) | > loss_disc_real_3: 0.253513365983963 (0.2449049005905787) | > loss_disc_real_4: 0.23298558592796326 (0.23583406706651053) | > loss_disc_real_5: 0.17196880280971527 (0.2048391525944074) | > loss_0: 2.4692492485046387 (2.344555656115214) | > loss_gen: 2.1674270629882812 (2.539059321085612) | > loss_kl: 2.9736180305480957 (3.1893497308095298) | > loss_feat: 6.190165042877197 (6.253255526224772) | > loss_mel: 16.987056732177734 (18.07152525583903) | > loss_duration: 2.2098422050476074 (2.3735150496164956) | > loss_1: 30.52811050415039 (32.42670440673828)  --> STEP: 7 | > loss_disc: 2.506255626678467 (2.3676556519099643) | > loss_disc_real_0: 0.2701020836830139 (0.1757255345582962) | > loss_disc_real_1: 0.194486603140831 (0.19765795767307281) | > loss_disc_real_2: 0.22894398868083954 (0.2542589711291449) | > loss_disc_real_3: 0.28805282711982727 (0.2510688900947571) | > loss_disc_real_4: 0.2358005791902542 (0.23582928308418818) | > loss_disc_real_5: 0.26001259684562683 (0.21272107320172445) | > loss_0: 2.506255626678467 (2.3676556519099643) | > loss_gen: 2.4829487800598145 (2.531043529510498) | > loss_kl: 4.120822906494141 (3.3224173273359026) | > loss_feat: 5.832376480102539 (6.19312994820731) | > loss_mel: 16.61324119567871 (17.86319896153041) | > loss_duration: 2.654491424560547 (2.41365453175136) | > loss_1: 31.703880310058594 (32.32344382149832)  --> STEP: 8 | > loss_disc: 2.6552581787109375 (2.403605967760086) | > loss_disc_real_0: 0.3569480776786804 (0.19837835244834423) | > loss_disc_real_1: 0.19058296084403992 (0.1967735830694437) | > loss_disc_real_2: 0.2600056529045105 (0.25497730635106564) | > loss_disc_real_3: 0.3221340775489807 (0.25995203852653503) | > loss_disc_real_4: 0.29119807481765747 (0.24275038205087185) | > loss_disc_real_5: 0.27108266949653625 (0.22001627273857594) | > loss_0: 2.6552581787109375 (2.403605967760086) | > loss_gen: 2.7568981647491455 (2.559275358915329) | > loss_kl: 3.2080562114715576 (3.3081221878528595) | > loss_feat: 7.3181915283203125 (6.3337626457214355) | > loss_mel: 18.322290420532227 (17.92058539390564) | > loss_duration: 2.2877726554870605 (2.3979192972183228) | > loss_1: 33.89320755004883 (32.51966428756714)  --> STEP: 9 | > loss_disc: 2.49531626701355 (2.413796001010471) | > loss_disc_real_0: 0.2981151342391968 (0.2094602170917723) | > loss_disc_real_1: 0.1789158135652542 (0.1947893864578671) | > loss_disc_real_2: 0.31215351819992065 (0.2613302187787162) | > loss_disc_real_3: 0.26680952310562134 (0.26071398125754464) | > loss_disc_real_4: 0.2568553388118744 (0.24431759946876103) | > loss_disc_real_5: 0.2177940011024475 (0.219769353667895) | > loss_0: 2.49531626701355 (2.413796001010471) | > loss_gen: 2.6831886768341064 (2.5730435053507485) | > loss_kl: 2.7878425121307373 (3.250313334994846) | > loss_feat: 10.987929344177246 (6.850892278883192) | > loss_mel: 19.18979263305664 (18.061608420477974) | > loss_duration: 2.1859421730041504 (2.374366283416748) | > loss_1: 37.83469772338867 (33.110223558213974)  --> STEP: 10 | > loss_disc: 2.530170440673828 (2.4254334449768065) | > loss_disc_real_0: 0.17697834968566895 (0.20621203035116195) | > loss_disc_real_1: 0.215071439743042 (0.19681759178638458) | > loss_disc_real_2: 0.2129376381635666 (0.25649096071720123) | > loss_disc_real_3: 0.24782782793045044 (0.2594253659248352) | > loss_disc_real_4: 0.2165118306875229 (0.2415370225906372) | > loss_disc_real_5: 0.3083890676498413 (0.22863132506608963) | > loss_0: 2.530170440673828 (2.4254334449768065) | > loss_gen: 2.2361714839935303 (2.539356303215027) | > loss_kl: 2.9825351238250732 (3.2235355138778687) | > loss_feat: 4.7382283210754395 (6.639625883102417) | > loss_mel: 15.528508186340332 (17.80829839706421) | > loss_duration: 2.344378709793091 (2.3713675260543825) | > loss_1: 27.829822540283203 (32.5821834564209)  --> STEP: 11 | > loss_disc: 2.523711919784546 (2.4343678517775102) | > loss_disc_real_0: 0.26188981533050537 (0.2112736471674659) | > loss_disc_real_1: 0.22235125303268433 (0.19913883371786636) | > loss_disc_real_2: 0.2541661560535431 (0.25627961483868683) | > loss_disc_real_3: 0.2986643314361572 (0.2629925446076827) | > loss_disc_real_4: 0.29381754994392395 (0.24628979780457236) | > loss_disc_real_5: 0.31279999017715454 (0.23628302189436826) | > loss_0: 2.523711919784546 (2.4343678517775102) | > loss_gen: 2.801518201828003 (2.5631892030889336) | > loss_kl: 3.5420427322387695 (3.2524907155470415) | > loss_feat: 6.276165008544922 (6.606583985415372) | > loss_mel: 16.6441650390625 (17.702468091791328) | > loss_duration: 2.572758674621582 (2.389675812287764) | > loss_1: 31.836647033691406 (32.514407417990945)  --> STEP: 12 | > loss_disc: 2.5114259719848633 (2.44078936179479) | > loss_disc_real_0: 0.22051037847995758 (0.2120433747768402) | > loss_disc_real_1: 0.2357245832681656 (0.2021876461803913) | > loss_disc_real_2: 0.33556312322616577 (0.26288657387097675) | > loss_disc_real_3: 0.30423039197921753 (0.2664290318886439) | > loss_disc_real_4: 0.25068560242652893 (0.24665611485640207) | > loss_disc_real_5: 0.268229603767395 (0.2389452370504538) | > loss_0: 2.5114259719848633 (2.44078936179479) | > loss_gen: 2.7598063945770264 (2.5795739690462747) | > loss_kl: 2.788317918777466 (3.2138096491495767) | > loss_feat: 5.831196308135986 (6.54196834564209) | > loss_mel: 16.114744186401367 (17.570157766342167) | > loss_duration: 2.2594962120056152 (2.3788275122642517) | > loss_1: 29.75356101989746 (32.28433688481649)  --> STEP: 13 | > loss_disc: 2.748692274093628 (2.4644742012023926) | > loss_disc_real_0: 0.2655477821826935 (0.2161590984234443) | > loss_disc_real_1: 0.256210595369339 (0.20634325765646422) | > loss_disc_real_2: 0.2914389669895172 (0.26508291180317217) | > loss_disc_real_3: 0.31039074063301086 (0.26981070179205674) | > loss_disc_real_4: 0.23626954853534698 (0.24585714821632093) | > loss_disc_real_5: 0.2558083236217499 (0.24024239755593813) | > loss_0: 2.748692274093628 (2.4644742012023926) | > loss_gen: 2.2466776371002197 (2.5539665588965783) | > loss_kl: 2.824671745300293 (3.1838759642380934) | > loss_feat: 4.533822059631348 (6.387495554410494) | > loss_mel: 14.793936729431152 (17.356602301964397) | > loss_duration: 2.2909371852874756 (2.372066717881423) | > loss_1: 26.690046310424805 (31.85400684063251)  --> STEP: 14 | > loss_disc: 2.4259235858917236 (2.461720585823059) | > loss_disc_real_0: 0.19252584874629974 (0.21447100916079112) | > loss_disc_real_1: 0.17939117550849915 (0.20441810893160955) | > loss_disc_real_2: 0.25113457441329956 (0.26408660198960987) | > loss_disc_real_3: 0.2601912021636963 (0.26912359467574526) | > loss_disc_real_4: 0.25314855575561523 (0.24637796304055623) | > loss_disc_real_5: 0.25914299488067627 (0.24159244022199086) | > loss_0: 2.4259235858917236 (2.461720585823059) | > loss_gen: 2.5276732444763184 (2.5520884650094167) | > loss_kl: 3.5292696952819824 (3.2085469450269426) | > loss_feat: 7.265594482421875 (6.450216906411307) | > loss_mel: 17.086700439453125 (17.337323597499307) | > loss_duration: 2.4173710346221924 (2.3753027405057634) | > loss_1: 32.82661056518555 (31.923478535243444)  --> STEP: 15 | > loss_disc: 2.5212886333465576 (2.4656917889912924) | > loss_disc_real_0: 0.3298857510089874 (0.2221653252840042) | > loss_disc_real_1: 0.15853549540042877 (0.20135926802953083) | > loss_disc_real_2: 0.24772822856903076 (0.26299604376157126) | > loss_disc_real_3: 0.2393387258052826 (0.26713793675104774) | > loss_disc_real_4: 0.2934625744819641 (0.24951693713665007) | > loss_disc_real_5: 0.24479052424430847 (0.2418056458234787) | > loss_0: 2.5212886333465576 (2.4656917889912924) | > loss_gen: 2.784273386001587 (2.567567459742228) | > loss_kl: 3.4865078926086426 (3.227077674865723) | > loss_feat: 9.326949119567871 (6.641999053955078) | > loss_mel: 17.539382934570312 (17.350794219970705) | > loss_duration: 2.363645076751709 (2.3745255629221598) | > loss_1: 35.50075912475586 (32.161963907877606)  --> STEP: 16 | > loss_disc: 2.441648483276367 (2.4641890823841095) | > loss_disc_real_0: 0.17588384449481964 (0.21927273273468018) | > loss_disc_real_1: 0.19947586953639984 (0.20124155562371016) | > loss_disc_real_2: 0.2348834127187729 (0.26123900432139635) | > loss_disc_real_3: 0.22604970633983612 (0.26456992235034704) | > loss_disc_real_4: 0.17724521458148956 (0.24499995447695255) | > loss_disc_real_5: 0.16906727850437164 (0.2372594978660345) | > loss_0: 2.441648483276367 (2.4641890823841095) | > loss_gen: 2.1310691833496094 (2.5402863174676895) | > loss_kl: 2.8402416706085205 (3.2029004245996475) | > loss_feat: 6.2746429443359375 (6.619039297103882) | > loss_mel: 17.00056266784668 (17.328904747962955) | > loss_duration: 2.3740429878234863 (2.3744954019784927) | > loss_1: 30.620559692382812 (32.06562614440918)  --> STEP: 17 | > loss_disc: 2.6153810024261475 (2.4730827247395233) | > loss_disc_real_0: 0.2755693197250366 (0.22258429667528937) | > loss_disc_real_1: 0.23923927545547485 (0.20347671561381397) | > loss_disc_real_2: 0.3309698700904846 (0.26534081995487213) | > loss_disc_real_3: 0.31197258830070496 (0.26735831446507397) | > loss_disc_real_4: 0.28206589818000793 (0.24718030410654404) | > loss_disc_real_5: 0.22095659375190735 (0.23630050350637996) | > loss_0: 2.6153810024261475 (2.4730827247395233) | > loss_gen: 2.97424054145813 (2.5658130365259506) | > loss_kl: 2.5328145027160645 (3.163483605665319) | > loss_feat: 6.0304155349731445 (6.58441436991972) | > loss_mel: 16.586572647094727 (17.285238153794236) | > loss_duration: 2.516842842102051 (2.3828687808092903) | > loss_1: 30.640888214111328 (31.981818030862247)  --> STEP: 18 | > loss_disc: 2.3802390098571777 (2.4679247405793934) | > loss_disc_real_0: 0.1712433397769928 (0.2197320212920507) | > loss_disc_real_1: 0.17769084870815277 (0.20204416745238835) | > loss_disc_real_2: 0.2485882192850113 (0.2644101199176576) | > loss_disc_real_3: 0.21779844164848328 (0.2646049881974856) | > loss_disc_real_4: 0.1929577887058258 (0.24416794213983747) | > loss_disc_real_5: 0.1879272609949112 (0.2336131011446317) | > loss_0: 2.3802390098571777 (2.4679247405793934) | > loss_gen: 2.3396995067596436 (2.553251173761156) | > loss_kl: 3.0361268520355225 (3.1564082304636636) | > loss_feat: 8.660355567932129 (6.6997444364759655) | > loss_mel: 19.792329788208008 (17.42452102237278) | > loss_duration: 2.279395818710327 (2.3771202829149036) | > loss_1: 36.107906341552734 (32.21104515923394)  --> STEP: 19 | > loss_disc: 2.277237892150879 (2.457888590662103) | > loss_disc_real_0: 0.21811583638191223 (0.21964695892835917) | > loss_disc_real_1: 0.2439354807138443 (0.2042489734135176) | > loss_disc_real_2: 0.15883004665374756 (0.25885327395639923) | > loss_disc_real_3: 0.24751703441143036 (0.2637056222087459) | > loss_disc_real_4: 0.2470524162054062 (0.2443197565643411) | > loss_disc_real_5: 0.22525911033153534 (0.23317341741762662) | > loss_0: 2.277237892150879 (2.457888590662103) | > loss_gen: 2.713670492172241 (2.5616942957827917) | > loss_kl: 1.8990298509597778 (3.090230421016091) | > loss_feat: 7.21690559387207 (6.7269634447599715) | > loss_mel: 17.285140991210938 (17.417185231258998) | > loss_duration: 2.4007067680358887 (2.3783616768686393) | > loss_1: 31.51545524597168 (32.17443516379908)  --> STEP: 20 | > loss_disc: 2.3742904663085938 (2.4537086844444276) | > loss_disc_real_0: 0.2328723669052124 (0.22030822932720184) | > loss_disc_real_1: 0.20944154262542725 (0.20450860187411307) | > loss_disc_real_2: 0.19813217222690582 (0.25581721886992453) | > loss_disc_real_3: 0.202364981174469 (0.26063859015703206) | > loss_disc_real_4: 0.22879773378372192 (0.24354365542531015) | > loss_disc_real_5: 0.19568376243114471 (0.23129893466830254) | > loss_0: 2.3742904663085938 (2.4537086844444276) | > loss_gen: 2.3004326820373535 (2.5486312150955195) | > loss_kl: 2.6017491817474365 (3.065806359052658) | > loss_feat: 6.381247520446777 (6.709677648544312) | > loss_mel: 16.338668823242188 (17.363259410858156) | > loss_duration: 2.3023946285247803 (2.3745633244514464) | > loss_1: 29.92449378967285 (32.06193809509277)  --> STEP: 21 | > loss_disc: 2.4708778858184814 (2.4545262654622397) | > loss_disc_real_0: 0.13861873745918274 (0.21641825352396285) | > loss_disc_real_1: 0.2541186511516571 (0.20687098517304375) | > loss_disc_real_2: 0.2025410532951355 (0.2532802586044584) | > loss_disc_real_3: 0.22461548447608948 (0.25892320417222525) | > loss_disc_real_4: 0.22971995174884796 (0.24288538382166908) | > loss_disc_real_5: 0.23618172109127045 (0.23153144830749148) | > loss_0: 2.4708778858184814 (2.4545262654622397) | > loss_gen: 2.2392778396606445 (2.533900101979573) | > loss_kl: 2.233907699584961 (3.026192137173244) | > loss_feat: 4.4109721183776855 (6.600215480441139) | > loss_mel: 14.66191577911377 (17.23462399982271) | > loss_duration: 2.1266958713531494 (2.3627601123991466) | > loss_1: 25.67276954650879 (31.75769197373163)  --> STEP: 22 | > loss_disc: 2.726099729537964 (2.466870513829318) | > loss_disc_real_0: 0.2569577991962433 (0.21826096014543014) | > loss_disc_real_1: 0.23925665020942688 (0.20834306085651572) | > loss_disc_real_2: 0.30196571350097656 (0.25549323382702743) | > loss_disc_real_3: 0.28626465797424316 (0.2601659975268624) | > loss_disc_real_4: 0.3067140281200409 (0.24578668583523144) | > loss_disc_real_5: 0.3501339852809906 (0.2369224727153778) | > loss_0: 2.726099729537964 (2.466870513829318) | > loss_gen: 2.6007511615753174 (2.5369387865066524) | > loss_kl: 2.0447616577148438 (2.981581660834226) | > loss_feat: 5.932754039764404 (6.569876324046742) | > loss_mel: 16.726747512817383 (17.21153870495883) | > loss_duration: 2.2093658447265625 (2.3557876456867564) | > loss_1: 29.514381408691406 (31.655723311684348)  --> STEP: 23 | > loss_disc: 2.5840299129486084 (2.471964400747548) | > loss_disc_real_0: 0.2671507000923157 (0.22038660101268603) | > loss_disc_real_1: 0.24921883642673492 (0.2101202684900035) | > loss_disc_real_2: 0.31225916743278503 (0.257961317896843) | > loss_disc_real_3: 0.2891400456428528 (0.26142573874929675) | > loss_disc_real_4: 0.2617667317390442 (0.24648147043974503) | > loss_disc_real_5: 0.20448002219200134 (0.23551193138827448) | > loss_0: 2.5840299129486084 (2.471964400747548) | > loss_gen: 2.5300564765930176 (2.5366395556408423) | > loss_kl: 2.8213627338409424 (2.97461562053017) | > loss_feat: 6.997143745422363 (6.588453168454378) | > loss_mel: 17.126209259033203 (17.20782872904902) | > loss_duration: 2.3031044006347656 (2.3534970698149307) | > loss_1: 31.777875900268555 (31.661034293796707)  --> STEP: 24 | > loss_disc: 2.3827574253082275 (2.4682474434375763) | > loss_disc_real_0: 0.2304249107837677 (0.22080486391981444) | > loss_disc_real_1: 0.2702115774154663 (0.21262407302856445) | > loss_disc_real_2: 0.21180325746536255 (0.25603806537886464) | > loss_disc_real_3: 0.2741246521472931 (0.26195486014087993) | > loss_disc_real_4: 0.2415841519832611 (0.2462774155040582) | > loss_disc_real_5: 0.2858283519744873 (0.23760844891270003) | > loss_0: 2.3827574253082275 (2.4682474434375763) | > loss_gen: 2.976792335510254 (2.554979254802068) | > loss_kl: 2.5213513374328613 (2.955729608734449) | > loss_feat: 7.446351528167725 (6.624198933442433) | > loss_mel: 18.773563385009766 (17.273067673047382) | > loss_duration: 2.4615111351013184 (2.3579976558685303) | > loss_1: 34.179569244384766 (31.76597325007121)  --> STEP: 25 | > loss_disc: 2.3577687740325928 (2.463828296661377) | > loss_disc_real_0: 0.20054671168327332 (0.21999453783035278) | > loss_disc_real_1: 0.20433993637561798 (0.2122927075624466) | > loss_disc_real_2: 0.29289722442626953 (0.2575124317407608) | > loss_disc_real_3: 0.24890388548374176 (0.26143282115459443) | > loss_disc_real_4: 0.23187761008739471 (0.24570142328739167) | > loss_disc_real_5: 0.2257365584373474 (0.23713357329368592) | > loss_0: 2.3577687740325928 (2.463828296661377) | > loss_gen: 2.8050527572631836 (2.5649821949005127) | > loss_kl: 2.9407918453216553 (2.955132098197937) | > loss_feat: 6.940384864807129 (6.636846370697022) | > loss_mel: 16.283109664916992 (17.233469352722167) | > loss_duration: 2.4328866004943848 (2.3609932136535643) | > loss_1: 31.4022274017334 (31.751423416137694)  --> STEP: 26 | > loss_disc: 2.8519182205200195 (2.4787548321944017) | > loss_disc_real_0: 0.13361187279224396 (0.21667212763657936) | > loss_disc_real_1: 0.33348044753074646 (0.21695377448430428) | > loss_disc_real_2: 0.262886643409729 (0.2577191321895673) | > loss_disc_real_3: 0.2958320081233978 (0.2627558668072407) | > loss_disc_real_4: 0.29692327976226807 (0.24767149469027153) | > loss_disc_real_5: 0.2503358721733093 (0.23764135401982528) | > loss_0: 2.8519182205200195 (2.4787548321944017) | > loss_gen: 1.8199329376220703 (2.536326454235957) | > loss_kl: 2.4469387531280518 (2.9355862003106337) | > loss_feat: 1.4307888746261597 (6.436613390078912) | > loss_mel: 7.029843807220459 (16.841022216356716) | > loss_duration: 2.295081615447998 (2.3584581521841192) | > loss_1: 15.022586822509766 (31.10800662407508) --> EVAL PERFORMANCE | > avg_loader_time: 0.002433189978966347 (-4.9902842595025976e-05) | > avg_loss_disc: 2.4787548321944017 (-0.014230031233567253) | > avg_loss_disc_real_0: 0.21667212763657936 (+0.09719889510709506) | > avg_loss_disc_real_1: 0.21695377448430428 (+0.020341615264232338) | > avg_loss_disc_real_2: 0.2577191321895673 (+0.0450116321444512) | > avg_loss_disc_real_3: 0.2627558668072407 (+0.06007336366635105) | > avg_loss_disc_real_4: 0.24767149469027153 (+0.04612086082880315) | > avg_loss_disc_real_5: 0.23764135401982528 (+0.05198868593344322) | > avg_loss_0: 2.4787548321944017 (-0.014230031233567253) | > avg_loss_gen: 2.536326454235957 (+0.47437559182827327) | > avg_loss_kl: 2.9355862003106337 (-0.02973059049019433) | > avg_loss_feat: 6.436613390078912 (-0.40001222262015634) | > avg_loss_mel: 16.841022216356716 (-0.17382245797376683) | > avg_loss_duration: 2.3584581521841192 (+0.011701657221867556) | > avg_loss_1: 31.10800662407508 (-0.11748820084791944)  > EPOCH: 775/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:30:34)   --> TIME: 2024-06-12 01:30:44 -- STEP: 24/330 -- GLOBAL_STEP: 343775 | > loss_disc: 2.248483180999756 (2.313002020120621) | > loss_disc_real_0: 0.09367483109235764 (0.10005675069987774) | > loss_disc_real_1: 0.23965539038181305 (0.19942725573976836) | > loss_disc_real_2: 0.17888100445270538 (0.20502151176333427) | > loss_disc_real_3: 0.197049081325531 (0.22148650512099266) | > loss_disc_real_4: 0.2227676510810852 (0.229453361282746) | > loss_disc_real_5: 0.21561074256896973 (0.22278442482153574) | > loss_0: 2.248483180999756 (2.313002020120621) | > grad_norm_0: tensor(7.1569, device='cuda:0') (tensor(9.6301, device='cuda:0')) | > loss_gen: 2.636781930923462 (2.49097149570783) | > loss_kl: 2.041382074356079 (1.87231907248497) | > loss_feat: 7.716041564941406 (6.956720034281413) | > loss_mel: 17.409690856933594 (17.595320860544838) | > loss_duration: 1.9159936904907227 (2.023560836911202) | > loss_1: 31.719890594482422 (30.938891967137653) | > grad_norm_1: tensor(123.2422, device='cuda:0') (tensor(129.5529, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3443 (0.3659820059935252) | > loader_time: 0.003 (0.0032329261302948)  --> TIME: 2024-06-12 01:30:53 -- STEP: 49/330 -- GLOBAL_STEP: 343800 | > loss_disc: 2.3617241382598877 (2.3349635941641678) | > loss_disc_real_0: 0.08614727854728699 (0.10296547382461782) | > loss_disc_real_1: 0.1919393390417099 (0.19554662461183508) | > loss_disc_real_2: 0.23840199410915375 (0.20813452650089653) | > loss_disc_real_3: 0.21501581370830536 (0.2245438959525556) | > loss_disc_real_4: 0.25105249881744385 (0.23334393270161688) | > loss_disc_real_5: 0.23398825526237488 (0.22664365050744037) | > loss_0: 2.3617241382598877 (2.3349635941641678) | > grad_norm_0: tensor(10.8666, device='cuda:0') (tensor(9.5132, device='cuda:0')) | > loss_gen: 2.4057979583740234 (2.480533273852602) | > loss_kl: 1.9322701692581177 (1.8932083188271036) | > loss_feat: 6.256547451019287 (6.942789554595947) | > loss_mel: 16.512887954711914 (17.3921841991191) | > loss_duration: 1.9404337406158447 (1.9917098210782427) | > loss_1: 29.047937393188477 (30.700425011771067) | > grad_norm_1: tensor(163.9850, device='cuda:0') (tensor(122.2103, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3877 (0.36520852361406614) | > loader_time: 0.0034 (0.00335519654410226)  --> TIME: 2024-06-12 01:31:03 -- STEP: 74/330 -- GLOBAL_STEP: 343825 | > loss_disc: 2.323275089263916 (2.337440812909925) | > loss_disc_real_0: 0.10096193850040436 (0.10382955179021165) | > loss_disc_real_1: 0.20621024072170258 (0.19458005980059906) | > loss_disc_real_2: 0.21917127072811127 (0.20660487985288775) | > loss_disc_real_3: 0.24652263522148132 (0.22619020435455683) | > loss_disc_real_4: 0.22900187969207764 (0.231717721835987) | > loss_disc_real_5: 0.21509814262390137 (0.22608355634115837) | > loss_0: 2.323275089263916 (2.337440812909925) | > grad_norm_0: tensor(4.4456, device='cuda:0') (tensor(8.8993, device='cuda:0')) | > loss_gen: 2.713998794555664 (2.481098123498865) | > loss_kl: 2.0876317024230957 (1.920891014305321) | > loss_feat: 7.279739856719971 (6.949740790032052) | > loss_mel: 17.469379425048828 (17.407654916917956) | > loss_duration: 1.9270957708358765 (1.9822647007736003) | > loss_1: 31.47784423828125 (30.74164934416075) | > grad_norm_1: tensor(106.2633, device='cuda:0') (tensor(108.9483, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3725 (0.3693938287528787) | > loader_time: 0.0043 (0.0034848580489287503)  --> TIME: 2024-06-12 01:31:12 -- STEP: 99/330 -- GLOBAL_STEP: 343850 | > loss_disc: 2.4332435131073 (2.3522364683825563) | > loss_disc_real_0: 0.1322641670703888 (0.10769900152779589) | > loss_disc_real_1: 0.25381702184677124 (0.19646296898523966) | > loss_disc_real_2: 0.20798997581005096 (0.20843046722990094) | > loss_disc_real_3: 0.2169683575630188 (0.227683818551025) | > loss_disc_real_4: 0.24637499451637268 (0.23258019170977853) | > loss_disc_real_5: 0.23115383088588715 (0.22678314480516645) | > loss_0: 2.4332435131073 (2.3522364683825563) | > grad_norm_0: tensor(9.7157, device='cuda:0') (tensor(9.3443, device='cuda:0')) | > loss_gen: 2.468360662460327 (2.474737776650323) | > loss_kl: 1.8602830171585083 (1.9356934554649121) | > loss_feat: 6.399919509887695 (6.923630001569035) | > loss_mel: 17.455781936645508 (17.392520480685768) | > loss_duration: 1.9881597757339478 (1.9835155949448098) | > loss_1: 30.172504425048828 (30.710097206963432) | > grad_norm_1: tensor(51.9613, device='cuda:0') (tensor(103.3867, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3779 (0.3704094959027841) | > loader_time: 0.0037 (0.003564003742102421)  --> TIME: 2024-06-12 01:31:22 -- STEP: 124/330 -- GLOBAL_STEP: 343875 | > loss_disc: 2.3519701957702637 (2.362944943289604) | > loss_disc_real_0: 0.12714031338691711 (0.11024263969832851) | > loss_disc_real_1: 0.20657937228679657 (0.19658997042044515) | > loss_disc_real_2: 0.23364251852035522 (0.20883344714680024) | > loss_disc_real_3: 0.2138623297214508 (0.22846666206755945) | > loss_disc_real_4: 0.18894389271736145 (0.2328895139357736) | > loss_disc_real_5: 0.21023139357566833 (0.22625842474160657) | > loss_0: 2.3519701957702637 (2.362944943289604) | > grad_norm_0: tensor(6.5333, device='cuda:0') (tensor(9.6633, device='cuda:0')) | > loss_gen: 2.490652561187744 (2.4658868120562647) | > loss_kl: 2.185990571975708 (1.952776531057973) | > loss_feat: 7.233763694763184 (6.897326380975785) | > loss_mel: 18.115854263305664 (17.389475968576253) | > loss_duration: 2.014774799346924 (1.988321057250423) | > loss_1: 32.04103469848633 (30.69378669800297) | > grad_norm_1: tensor(119.5126, device='cuda:0') (tensor(103.0699, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3818 (0.3716312569956627) | > loader_time: 0.0049 (0.003718337705058436)  --> TIME: 2024-06-12 01:31:32 -- STEP: 149/330 -- GLOBAL_STEP: 343900 | > loss_disc: 2.3318369388580322 (2.3649606336683253) | > loss_disc_real_0: 0.14879730343818665 (0.11158976173840914) | > loss_disc_real_1: 0.21369187533855438 (0.19716679119823766) | > loss_disc_real_2: 0.21492192149162292 (0.20915487508645791) | > loss_disc_real_3: 0.22718730568885803 (0.2285931036376313) | > loss_disc_real_4: 0.22073590755462646 (0.23325774883663894) | > loss_disc_real_5: 0.19207318127155304 (0.22557770015809359) | > loss_0: 2.3318369388580322 (2.3649606336683253) | > grad_norm_0: tensor(13.6404, device='cuda:0') (tensor(9.7065, device='cuda:0')) | > loss_gen: 2.5905466079711914 (2.4671187208802903) | > loss_kl: 2.0764482021331787 (1.9654141392483808) | > loss_feat: 6.69980001449585 (6.90470890070768) | > loss_mel: 17.17618179321289 (17.37397342400263) | > loss_duration: 2.026149272918701 (1.9930829177766838) | > loss_1: 30.56912612915039 (30.70429796820519) | > grad_norm_1: tensor(211.5358, device='cuda:0') (tensor(105.5809, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3792 (0.3733123772896376) | > loader_time: 0.004 (0.0038227154904563955)  --> TIME: 2024-06-12 01:31:41 -- STEP: 174/330 -- GLOBAL_STEP: 343925 | > loss_disc: 2.476973533630371 (2.367962761857046) | > loss_disc_real_0: 0.15278901159763336 (0.11339891337971578) | > loss_disc_real_1: 0.20138482749462128 (0.19774774984381666) | > loss_disc_real_2: 0.24890169501304626 (0.20989098682485777) | > loss_disc_real_3: 0.24654334783554077 (0.2291051860170803) | > loss_disc_real_4: 0.25153830647468567 (0.23350886246938815) | > loss_disc_real_5: 0.2381839156150818 (0.22546094844396086) | > loss_0: 2.476973533630371 (2.367962761857046) | > grad_norm_0: tensor(14.3496, device='cuda:0') (tensor(10.4069, device='cuda:0')) | > loss_gen: 2.4504201412200928 (2.4674296173556094) | > loss_kl: 2.014087677001953 (1.9735143123001888) | > loss_feat: 6.415809631347656 (6.918354686649367) | > loss_mel: 16.55170440673828 (17.35715778394677) | > loss_duration: 2.1090188026428223 (1.9994007342163174) | > loss_1: 29.541040420532227 (30.71585706732739) | > grad_norm_1: tensor(165.2936, device='cuda:0') (tensor(115.7975, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3997 (0.37490538344986146) | > loader_time: 0.0043 (0.003928638052666325)  --> TIME: 2024-06-12 01:31:51 -- STEP: 199/330 -- GLOBAL_STEP: 343950 | > loss_disc: 2.415774345397949 (2.3702586008675754) | > loss_disc_real_0: 0.10694317519664764 (0.11471249638640102) | > loss_disc_real_1: 0.19246162474155426 (0.1981331802642525) | > loss_disc_real_2: 0.22366484999656677 (0.20990880619940447) | > loss_disc_real_3: 0.23904234170913696 (0.22917147504923932) | > loss_disc_real_4: 0.2234933078289032 (0.2334269440952857) | > loss_disc_real_5: 0.20571021735668182 (0.2247354083474557) | > loss_0: 2.415774345397949 (2.3702586008675754) | > grad_norm_0: tensor(9.3656, device='cuda:0') (tensor(11.9591, device='cuda:0')) | > loss_gen: 2.3057143688201904 (2.4672358060002932) | > loss_kl: 1.891788363456726 (1.9785301110253262) | > loss_feat: 6.000760078430176 (6.927615503569943) | > loss_mel: 15.422830581665039 (17.29898437423323) | > loss_duration: 2.1153039932250977 (2.008003523601359) | > loss_1: 27.73639678955078 (30.6803691998199) | > grad_norm_1: tensor(173.4705, device='cuda:0') (tensor(141.4809, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.4047 (0.37720724206473966) | > loader_time: 0.0047 (0.0040268670374424605)  --> TIME: 2024-06-12 01:32:02 -- STEP: 224/330 -- GLOBAL_STEP: 343975 | > loss_disc: 2.4956533908843994 (2.3774497359991087) | > loss_disc_real_0: 0.20463596284389496 (0.11708763185223299) | > loss_disc_real_1: 0.17079032957553864 (0.19870926060580782) | > loss_disc_real_2: 0.16955001652240753 (0.2105505170433649) | > loss_disc_real_3: 0.22645699977874756 (0.22941969421559147) | > loss_disc_real_4: 0.20645932853221893 (0.23300935128437622) | > loss_disc_real_5: 0.18522314727306366 (0.22516360579590713) | > loss_0: 2.4956533908843994 (2.3774497359991087) | > grad_norm_0: tensor(36.4255, device='cuda:0') (tensor(14.7807, device='cuda:0')) | > loss_gen: 2.3691413402557373 (2.466130092740059) | > loss_kl: 2.042712926864624 (1.984223797917366) | > loss_feat: 6.782366752624512 (6.911681630781719) | > loss_mel: 17.062883377075195 (17.250240828309742) | > loss_duration: 2.1288540363311768 (2.0159993746450957) | > loss_1: 30.385957717895508 (30.62827560731343) | > grad_norm_1: tensor(562.0488, device='cuda:0') (tensor(168.1160, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.3963 (0.3799286229269846) | > loader_time: 0.0053 (0.004170991480350494)  --> TIME: 2024-06-12 01:32:12 -- STEP: 249/330 -- GLOBAL_STEP: 344000 | > loss_disc: 2.3864998817443848 (2.377445550328758) | > loss_disc_real_0: 0.12756313383579254 (0.11741800678063588) | > loss_disc_real_1: 0.2273283153772354 (0.19828287766401068) | > loss_disc_real_2: 0.21905192732810974 (0.210885192376064) | > loss_disc_real_3: 0.23683886229991913 (0.22982034416323205) | > loss_disc_real_4: 0.22739288210868835 (0.2332979400593593) | > loss_disc_real_5: 0.20846706628799438 (0.22458644624216012) | > loss_0: 2.3864998817443848 (2.377445550328758) | > grad_norm_0: tensor(14.9154, device='cuda:0') (tensor(16.5126, device='cuda:0')) | > loss_gen: 2.355861186981201 (2.4674727706066575) | > loss_kl: 2.1468429565429688 (1.9922400760842136) | > loss_feat: 6.102303504943848 (6.9169444022887205) | > loss_mel: 16.277761459350586 (17.20855059489667) | > loss_duration: 2.0980544090270996 (2.024867248343654) | > loss_1: 28.980825424194336 (30.610074996948242) | > grad_norm_1: tensor(130.1182, device='cuda:0') (tensor(184.6972, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.4153 (0.38363346900327144) | > loader_time: 0.0053 (0.004275608254245007) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_344000.pth  --> TIME: 2024-06-12 01:32:28 -- STEP: 274/330 -- GLOBAL_STEP: 344025 | > loss_disc: 2.5367374420166016 (2.377751809837175) | > loss_disc_real_0: 0.16843532025814056 (0.1182399010625634) | > loss_disc_real_1: 0.17670400440692902 (0.19804086128290557) | > loss_disc_real_2: 0.24559716880321503 (0.21110575455818734) | > loss_disc_real_3: 0.25827986001968384 (0.22960469425812252) | > loss_disc_real_4: 0.25542908906936646 (0.23349658231230547) | > loss_disc_real_5: 0.2788937985897064 (0.2245769355527676) | > loss_0: 2.5367374420166016 (2.377751809837175) | > grad_norm_0: tensor(15.4150, device='cuda:0') (tensor(16.4684, device='cuda:0')) | > loss_gen: 2.350736618041992 (2.4626136548327704) | > loss_kl: 2.0265958309173584 (1.99816950046233) | > loss_feat: 6.622256278991699 (6.914779863218321) | > loss_mel: 15.27260971069336 (17.16655038569095) | > loss_duration: 2.128112316131592 (2.0337651820078366) | > loss_1: 28.400312423706055 (30.57587848440574) | > grad_norm_1: tensor(262.6956, device='cuda:0') (tensor(191.0095, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.4397 (0.3888317189947533) | > loader_time: 0.006 (0.004419833204171953)  --> TIME: 2024-06-12 01:32:40 -- STEP: 299/330 -- GLOBAL_STEP: 344050 | > loss_disc: 2.3839304447174072 (2.3821448530241804) | > loss_disc_real_0: 0.1039980947971344 (0.11895105678799958) | > loss_disc_real_1: 0.16367383301258087 (0.19821058208727121) | > loss_disc_real_2: 0.1937503069639206 (0.21141408159581312) | > loss_disc_real_3: 0.2358279526233673 (0.23005124009572542) | > loss_disc_real_4: 0.22593368589878082 (0.23366546491316728) | > loss_disc_real_5: 0.2081461399793625 (0.22460964481567458) | > loss_0: 2.3839304447174072 (2.3821448530241804) | > grad_norm_0: tensor(28.2899, device='cuda:0') (tensor(16.8721, device='cuda:0')) | > loss_gen: 2.5612783432006836 (2.4574933897292732) | > loss_kl: 2.0976715087890625 (2.0042892279832265) | > loss_feat: 6.946918964385986 (6.920199424526763) | > loss_mel: 16.969070434570312 (17.119614926468966) | > loss_duration: 2.2006783485412598 (2.0443928225781987) | > loss_1: 30.775617599487305 (30.545989696796124) | > grad_norm_1: tensor(459.0218, device='cuda:0') (tensor(197.7955, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.4545 (0.39427038578684115) | > loader_time: 0.0072 (0.004589531333948855)  --> TIME: 2024-06-12 01:32:54 -- STEP: 324/330 -- GLOBAL_STEP: 344075 | > loss_disc: 2.538001537322998 (2.3900890181094034) | > loss_disc_real_0: 0.14116579294204712 (0.12080740319265995) | > loss_disc_real_1: 0.26620787382125854 (0.1991704024006556) | > loss_disc_real_2: 0.22729508578777313 (0.21234012523918977) | > loss_disc_real_3: 0.2724572718143463 (0.23057767380902797) | > loss_disc_real_4: 0.3389933109283447 (0.23437960836806415) | > loss_disc_real_5: 0.28672119975090027 (0.22495947226330085) | > loss_0: 2.538001537322998 (2.3900890181094034) | > grad_norm_0: tensor(30.7417, device='cuda:0') (tensor(17.7230, device='cuda:0')) | > loss_gen: 2.2230682373046875 (2.4536339883451106) | > loss_kl: 2.210796594619751 (2.011227644152112) | > loss_feat: 8.078694343566895 (6.954077467506314) | > loss_mel: 17.581947326660156 (17.081228553512943) | > loss_duration: 2.253662109375 (2.058988087707095) | > loss_1: 32.348167419433594 (30.559155687873748) | > grad_norm_1: tensor(341.5265, device='cuda:0') (tensor(210.7466, device='cuda:0')) | > current_lr_0: 0.00018153279232565873 | > current_lr_1: 0.00018153279232565873 | > step_time: 0.581 (0.40556964241428156) | > loader_time: 0.0093 (0.004851862972165331)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.585280656814575 (2.585280656814575) | > loss_disc_real_0: 0.1573822945356369 (0.1573822945356369) | > loss_disc_real_1: 0.31911319494247437 (0.31911319494247437) | > loss_disc_real_2: 0.31953662633895874 (0.31953662633895874) | > loss_disc_real_3: 0.28547775745391846 (0.28547775745391846) | > loss_disc_real_4: 0.2613610029220581 (0.2613610029220581) | > loss_disc_real_5: 0.3197445869445801 (0.3197445869445801) | > loss_0: 2.585280656814575 (2.585280656814575) | > loss_gen: 2.789961814880371 (2.789961814880371) | > loss_kl: 2.26397442817688 (2.26397442817688) | > loss_feat: 7.770496368408203 (7.770496368408203) | > loss_mel: 17.196006774902344 (17.196006774902344) | > loss_duration: 3.168553352355957 (3.168553352355957) | > loss_1: 33.18899154663086 (33.18899154663086)  --> STEP: 1 | > loss_disc: 2.270941972732544 (2.270941972732544) | > loss_disc_real_0: 0.08101466298103333 (0.08101466298103333) | > loss_disc_real_1: 0.18954139947891235 (0.18954139947891235) | > loss_disc_real_2: 0.14910678565502167 (0.14910678565502167) | > loss_disc_real_3: 0.24759620428085327 (0.24759620428085327) | > loss_disc_real_4: 0.33429980278015137 (0.33429980278015137) | > loss_disc_real_5: 0.2927154302597046 (0.2927154302597046) | > loss_0: 2.270941972732544 (2.270941972732544) | > loss_gen: 2.530771255493164 (2.530771255493164) | > loss_kl: 3.029670476913452 (3.029670476913452) | > loss_feat: 6.861405849456787 (6.861405849456787) | > loss_mel: 17.57356071472168 (17.57356071472168) | > loss_duration: 2.4724855422973633 (2.4724855422973633) | > loss_1: 32.4678955078125 (32.4678955078125)  --> STEP: 2 | > loss_disc: 2.2035105228424072 (2.2372262477874756) | > loss_disc_real_0: 0.12874168157577515 (0.10487817227840424) | > loss_disc_real_1: 0.21466106176376343 (0.2021012306213379) | > loss_disc_real_2: 0.19775192439556122 (0.17342935502529144) | > loss_disc_real_3: 0.27267131209373474 (0.260133758187294) | > loss_disc_real_4: 0.2831823229789734 (0.3087410628795624) | > loss_disc_real_5: 0.25816184282302856 (0.2754386365413666) | > loss_0: 2.2035105228424072 (2.2372262477874756) | > loss_gen: 2.8201239109039307 (2.6754475831985474) | > loss_kl: 3.4008123874664307 (3.2152414321899414) | > loss_feat: 5.714235782623291 (6.287820816040039) | > loss_mel: 18.63909339904785 (18.106327056884766) | > loss_duration: 2.5365514755249023 (2.504518508911133) | > loss_1: 33.110816955566406 (32.78935623168945)  --> STEP: 3 | > loss_disc: 2.4162402153015137 (2.296897570292155) | > loss_disc_real_0: 0.15565016865730286 (0.12180217107137044) | > loss_disc_real_1: 0.2274732142686844 (0.2105585585037867) | > loss_disc_real_2: 0.1914527416229248 (0.1794371505578359) | > loss_disc_real_3: 0.3354625403881073 (0.28524335225423175) | > loss_disc_real_4: 0.301692396402359 (0.30639150738716125) | > loss_disc_real_5: 0.2670406103134155 (0.2726392944653829) | > loss_0: 2.4162402153015137 (2.296897570292155) | > loss_gen: 2.720198154449463 (2.690364440282186) | > loss_kl: 3.4918882846832275 (3.3074570496877036) | > loss_feat: 7.135523796081543 (6.570388476053874) | > loss_mel: 16.43364715576172 (17.54876708984375) | > loss_duration: 2.381814956665039 (2.4636173248291016) | > loss_1: 32.16307067871094 (32.58059438069662)  --> STEP: 4 | > loss_disc: 2.3571231365203857 (2.3119539618492126) | > loss_disc_real_0: 0.13143403828144073 (0.12421013787388802) | > loss_disc_real_1: 0.24138155579566956 (0.21826430782675743) | > loss_disc_real_2: 0.25537264347076416 (0.19842102378606796) | > loss_disc_real_3: 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2.5443642139434814 (2.3584360122680663) | > loss_gen: 2.479358673095703 (2.6269514083862306) | > loss_kl: 3.128563165664673 (3.4944613456726072) | > loss_feat: 5.1309051513671875 (6.539289665222168) | > loss_mel: 17.80043601989746 (17.737610244750975) | > loss_duration: 2.450077533721924 (2.4445659160614013) | > loss_1: 30.98933982849121 (32.842878341674805)  --> STEP: 6 | > loss_disc: 2.297518730163574 (2.348283131917318) | > loss_disc_real_0: 0.11267759650945663 (0.14767732843756676) | > loss_disc_real_1: 0.2313387542963028 (0.2263073374827703) | > loss_disc_real_2: 0.24921347200870514 (0.20397591342528662) | > loss_disc_real_3: 0.2720734775066376 (0.27577047049999237) | > loss_disc_real_4: 0.2604253590106964 (0.2770725190639496) | > loss_disc_real_5: 0.29908186197280884 (0.2885837455590566) | > loss_0: 2.297518730163574 (2.348283131917318) | > loss_gen: 2.666470527648926 (2.633537928263346) | > loss_kl: 2.9984748363494873 (3.4117969274520874) | > loss_feat: 6.229703903198242 (6.487692038218181) | > loss_mel: 18.6993465423584 (17.897899627685547) | > loss_duration: 2.172457695007324 (2.3992145458857217) | > loss_1: 32.76645278930664 (32.83014074961344)  --> STEP: 7 | > loss_disc: 2.276594638824463 (2.3380419186183383) | > loss_disc_real_0: 0.19400227069854736 (0.15429517733199255) | > loss_disc_real_1: 0.23291686177253723 (0.22725155523845128) | > loss_disc_real_2: 0.18243274092674255 (0.20089831735406602) | > loss_disc_real_3: 0.23618099093437195 (0.2701148305620466) | > loss_disc_real_4: 0.2299938052892685 (0.27034698852470945) | > loss_disc_real_5: 0.2520548105239868 (0.28336532626833233) | > loss_0: 2.276594638824463 (2.3380419186183383) | > loss_gen: 2.569878101348877 (2.624443667275565) | > loss_kl: 4.360115051269531 (3.5472709451402937) | > loss_feat: 6.228944301605225 (6.450728075844901) | > loss_mel: 19.51938247680664 (18.129540034702845) | > loss_duration: 2.590595006942749 (2.4265546117510115) | > loss_1: 35.268917083740234 (33.178537368774414)  --> STEP: 8 | > loss_disc: 2.4763779640197754 (2.355333924293518) | > loss_disc_real_0: 0.19623373448848724 (0.1595374969765544) | > loss_disc_real_1: 0.21880337595939636 (0.2261955328285694) | > loss_disc_real_2: 0.18931466341018677 (0.19945036061108112) | > loss_disc_real_3: 0.3117617666721344 (0.27532069757580757) | > loss_disc_real_4: 0.3557138442993164 (0.2810178454965353) | > loss_disc_real_5: 0.3363730013370514 (0.2899912856519222) | > loss_0: 2.4763779640197754 (2.355333924293518) | > loss_gen: 2.9564592838287354 (2.6659456193447113) | > loss_kl: 3.3073322772979736 (3.5172786116600037) | > loss_feat: 9.569183349609375 (6.84053498506546) | > loss_mel: 19.080965042114258 (18.248468160629272) | > loss_duration: 2.2813658714294434 (2.4084060192108154) | > loss_1: 37.19530487060547 (33.680633306503296)  --> STEP: 9 | > loss_disc: 2.3139822483062744 (2.3507392936282687) | > loss_disc_real_0: 0.1957596242427826 (0.16356217778391308) | > loss_disc_real_1: 0.24417634308338165 (0.22819340063465965) | > loss_disc_real_2: 0.2530950605869293 (0.2054108828306198) | > loss_disc_real_3: 0.26425203680992126 (0.27409084637959796) | > loss_disc_real_4: 0.24696359038352966 (0.277234039372868) | > loss_disc_real_5: 0.2345176339149475 (0.28382754657003617) | > loss_0: 2.3139822483062744 (2.3507392936282687) | > loss_gen: 2.809375286102295 (2.6818822489844427) | > loss_kl: 2.5266242027282715 (3.407205899556478) | > loss_feat: 7.19830322265625 (6.8802870114644366) | > loss_mel: 19.307050704956055 (18.36608844333225) | > loss_duration: 2.209111213684082 (2.386262151930067) | > loss_1: 34.05046463012695 (33.721725675794815)  --> STEP: 10 | > loss_disc: 2.293682098388672 (2.345033574104309) | > loss_disc_real_0: 0.14144590497016907 (0.1613505505025387) | > loss_disc_real_1: 0.19998136162757874 (0.22537219673395156) | > loss_disc_real_2: 0.16874785721302032 (0.20174458026885986) | > loss_disc_real_3: 0.2736898362636566 (0.27405074536800383) | > loss_disc_real_4: 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(2.683753078634089) | > loss_kl: 4.0302510261535645 (3.4282320629466665) | > loss_feat: 6.612022876739502 (6.79990664395419) | > loss_mel: 17.435401916503906 (18.327856237238105) | > loss_duration: 2.560169219970703 (2.403771833939986) | > loss_1: 33.18223571777344 (33.64351948824796)  --> STEP: 12 | > loss_disc: 2.6372146606445312 (2.3894043167432146) | > loss_disc_real_0: 0.18585562705993652 (0.16558633185923102) | > loss_disc_real_1: 0.27041739225387573 (0.23566851392388344) | > loss_disc_real_2: 0.26484572887420654 (0.2089203620950381) | > loss_disc_real_3: 0.2610322833061218 (0.2706759522358576) | > loss_disc_real_4: 0.2788618803024292 (0.28533611570795375) | > loss_disc_real_5: 0.2694321870803833 (0.29355314870675403) | > loss_0: 2.6372146606445312 (2.3894043167432146) | > loss_gen: 2.5559096336364746 (2.673099458217621) | > loss_kl: 2.8428432941436768 (3.3794496655464172) | > loss_feat: 5.370405197143555 (6.680781523386638) | > loss_mel: 16.0302677154541 (18.13639052708944) | > loss_duration: 2.293093681335449 (2.3945486545562744) | > loss_1: 29.092517852783203 (33.26426935195923)  --> STEP: 13 | > loss_disc: 2.525139331817627 (2.3998454717489386) | > loss_disc_real_0: 0.1310209035873413 (0.16292745276139337) | > loss_disc_real_1: 0.22630393505096436 (0.23494816170288965) | > loss_disc_real_2: 0.24203170835971832 (0.21146738873078272) | > loss_disc_real_3: 0.2508021593093872 (0.26914719893382144) | > loss_disc_real_4: 0.2757073938846588 (0.28459544479846954) | > loss_disc_real_5: 0.32361361384391785 (0.29586549217884356) | > loss_0: 2.525139331817627 (2.3998454717489386) | > loss_gen: 2.269092321395874 (2.6420219861544094) | > loss_kl: 3.838588237762451 (3.414768017255343) | > loss_feat: 4.001767158508301 (6.474703495319073) | > loss_mel: 14.25500774383545 (17.837822620685287) | > loss_duration: 2.3393688201904297 (2.390304051912748) | > loss_1: 26.703824996948242 (32.759619786189155)  --> STEP: 14 | > loss_disc: 2.6279549598693848 (2.416139006614685) | > loss_disc_real_0: 0.1651342213153839 (0.1630850790866784) | > loss_disc_real_1: 0.30757221579551697 (0.24013559413807734) | > loss_disc_real_2: 0.2315385490655899 (0.21290104304041182) | > loss_disc_real_3: 0.27418768405914307 (0.26950723358563017) | > loss_disc_real_4: 0.28851574659347534 (0.2848754663552557) | > loss_disc_real_5: 0.3071516454219818 (0.29667164598192486) | > loss_0: 2.6279549598693848 (2.416139006614685) | > loss_gen: 2.5910370349884033 (2.6383802039282664) | > loss_kl: 4.303094387054443 (3.4782199008124217) | > loss_feat: 5.412762641906738 (6.398850577218192) | > loss_mel: 19.560256958007812 (17.960853644779753) | > loss_duration: 2.434506416320801 (2.39346136365618) | > loss_1: 34.301658630371094 (32.86976541791644)  --> STEP: 15 | > loss_disc: 2.604780673980713 (2.42871511777242) | > loss_disc_real_0: 0.24697136878967285 (0.16867749840021137) | > loss_disc_real_1: 0.2686994671821594 (0.24203985234101613) | > loss_disc_real_2: 0.2893123924732208 (0.21799513300259907) | > loss_disc_real_3: 0.27448803186416626 (0.2698392868041992) | > loss_disc_real_4: 0.29568108916282654 (0.2855958412090937) | > loss_disc_real_5: 0.3534204959869385 (0.30045490264892577) | > loss_0: 2.604780673980713 (2.42871511777242) | > loss_gen: 2.8562352657318115 (2.6529038747151694) | > loss_kl: 3.1986591815948486 (3.45958251953125) | > loss_feat: 8.822700500488281 (6.5604405721028645) | > loss_mel: 17.579662322998047 (17.935440889994307) | > loss_duration: 2.4006524085998535 (2.3939407666524253) | > loss_1: 34.85791015625 (33.00230840047201)  --> STEP: 16 | > loss_disc: 2.3612048625946045 (2.4244957268238068) | > loss_disc_real_0: 0.23679609596729279 (0.17293491074815395) | > loss_disc_real_1: 0.354847252368927 (0.24909031484276056) | > loss_disc_real_2: 0.24090051651000977 (0.21942671947181225) | > loss_disc_real_3: 0.25457462668418884 (0.26888524554669857) | > loss_disc_real_4: 0.2767637073993683 (0.2850438328459859) | > loss_disc_real_5: 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(3.423751985325533) | > loss_feat: 6.419624328613281 (6.565951824188232) | > loss_mel: 16.658132553100586 (17.7736910090727) | > loss_duration: 2.5744621753692627 (2.402351772083956) | > loss_1: 31.292888641357422 (32.859373204848346)  --> STEP: 18 | > loss_disc: 2.336489677429199 (2.4257382684283786) | > loss_disc_real_0: 0.1826511025428772 (0.17076372727751735) | > loss_disc_real_1: 0.2305026650428772 (0.2493960600760248) | > loss_disc_real_2: 0.24094462394714355 (0.22212270730071598) | > loss_disc_real_3: 0.206061452627182 (0.26555830902523464) | > loss_disc_real_4: 0.18937250971794128 (0.2835230487916205) | > loss_disc_real_5: 0.22094883024692535 (0.30078313334120643) | > loss_0: 2.336489677429199 (2.4257382684283786) | > loss_gen: 2.641538381576538 (2.6907330089145236) | > loss_kl: 3.1919190883636475 (3.4108723799387612) | > loss_feat: 8.392906188964844 (6.667449288898045) | > loss_mel: 16.792173385620117 (17.719162252214222) | > loss_duration: 2.2928802967071533 (2.396270023451911) | > loss_1: 33.31141662597656 (32.884486728244354)  --> STEP: 19 | > loss_disc: 2.4217076301574707 (2.425526129572015) | > loss_disc_real_0: 0.22825098037719727 (0.17378937217750048) | > loss_disc_real_1: 0.24192138016223907 (0.2490026558700361) | > loss_disc_real_2: 0.19846104085445404 (0.22087735643512324) | > loss_disc_real_3: 0.24350924789905548 (0.2643978321238568) | > loss_disc_real_4: 0.30725178122520447 (0.28477192944601964) | > loss_disc_real_5: 0.2718254327774048 (0.29925904383784846) | > loss_0: 2.4217076301574707 (2.425526129572015) | > loss_gen: 2.5989670753479004 (2.6859032229373327) | > loss_kl: 2.300011396408081 (3.352406012384515) | > loss_feat: 9.13171100616455 (6.797147274017334) | > loss_mel: 15.731391906738281 (17.614542760347067) | > loss_duration: 2.353151321411133 (2.394000618081344) | > loss_1: 32.115234375 (32.84399976228413)  --> STEP: 20 | > loss_disc: 2.1300902366638184 (2.4107543349266054) | > loss_disc_real_0: 0.15761412680149078 (0.17298060990869998) | > loss_disc_real_1: 0.21527571976184845 (0.2473163090646267) | > loss_disc_real_2: 0.19939883053302765 (0.21980343014001846) | > loss_disc_real_3: 0.2110716998577118 (0.26173152551054957) | > loss_disc_real_4: 0.2395092248916626 (0.2825087942183018) | > loss_disc_real_5: 0.21215566992759705 (0.2949038751423359) | > loss_0: 2.1300902366638184 (2.4107543349266054) | > loss_gen: 2.689767360687256 (2.6860964298248287) | > loss_kl: 2.259946823120117 (3.2977830529212953) | > loss_feat: 5.28419828414917 (6.721499824523926) | > loss_mel: 17.980703353881836 (17.632850790023806) | > loss_duration: 2.3148751258850098 (2.3900443434715273) | > loss_1: 30.529491424560547 (32.72827434539795)  --> STEP: 21 | > loss_disc: 2.3602378368377686 (2.408348787398565) | > loss_disc_real_0: 0.144326314330101 (0.17161611964305243) | > loss_disc_real_1: 0.23290178179740906 (0.246629903004283) | > loss_disc_real_2: 0.22727568447589874 (0.22015925177506038) | > loss_disc_real_3: 0.26882487535476685 (0.2620693040745599) | > loss_disc_real_4: 0.289655864238739 (0.28284913088594166) | > loss_disc_real_5: 0.2938053011894226 (0.29485156209695906) | > loss_0: 2.3602378368377686 (2.408348787398565) | > loss_gen: 2.767976999282837 (2.6899955045609243) | > loss_kl: 3.41556978225708 (3.303391944794428) | > loss_feat: 4.7408342361450195 (6.627182415553501) | > loss_mel: 16.90392303466797 (17.598139944530672) | > loss_duration: 2.185654640197754 (2.3803115004584905) | > loss_1: 30.013957977294922 (32.59902118501209)  --> STEP: 22 | > loss_disc: 2.376384735107422 (2.4068958759307857) | > loss_disc_real_0: 0.15532532334327698 (0.17087562890215355) | > loss_disc_real_1: 0.28382596373558044 (0.2483206330375238) | > loss_disc_real_2: 0.19610820710659027 (0.2190660224719481) | > loss_disc_real_3: 0.24432533979415894 (0.2612627602436326) | > loss_disc_real_4: 0.25763311982154846 (0.28170294856483286) | > loss_disc_real_5: 0.23835590481758118 (0.29228357767516916) | > loss_0: 2.376384735107422 (2.4068958759307857) | > loss_gen: 2.6788299083709717 (2.689487977461381) | > loss_kl: 2.565876007080078 (3.269868493080139) | > loss_feat: 7.254024028778076 (6.655675216154619) | > loss_mel: 19.289018630981445 (17.674998066642072) | > loss_duration: 2.2430260181427 (2.3740712512623183) | > loss_1: 34.0307731628418 (32.664100820367985)  --> STEP: 23 | > loss_disc: 2.5340991020202637 (2.4124264509781543) | > loss_disc_real_0: 0.2719724774360657 (0.17527114405580188) | > loss_disc_real_1: 0.24528710544109344 (0.24818874053333118) | > loss_disc_real_2: 0.24987776577472687 (0.2204056634851124) | > loss_disc_real_3: 0.3101721704006195 (0.2633892563374146) | > loss_disc_real_4: 0.28065863251686096 (0.28165754351926886) | > loss_disc_real_5: 0.2680929899215698 (0.29123181299023004) | > loss_0: 2.5340991020202637 (2.4124264509781543) | > loss_gen: 2.7372806072235107 (2.6915659178858213) | > loss_kl: 2.5848586559295654 (3.240085456682288) | > loss_feat: 6.1425700187683105 (6.633366294529127) | > loss_mel: 18.872175216674805 (17.727049247078277) | > loss_duration: 2.313769578933716 (2.3714494394219443) | > loss_1: 32.65065383911133 (32.663516169009)  --> STEP: 24 | > loss_disc: 2.4724185466766357 (2.414926121632258) | > loss_disc_real_0: 0.2537810206413269 (0.1785423889135321) | > loss_disc_real_1: 0.24400518834590912 (0.24801442585885525) | > loss_disc_real_2: 0.25942978262901306 (0.22203166844944158) | > loss_disc_real_3: 0.26784077286720276 (0.26357473619282246) | > loss_disc_real_4: 0.24444147944450378 (0.2801068741828203) | > loss_disc_real_5: 0.289561927318573 (0.2911622344205777) | > loss_0: 2.4724185466766357 (2.414926121632258) | > loss_gen: 2.7930829524993896 (2.695795794328053) | > loss_kl: 2.5995845794677734 (3.2133979201316833) | > loss_feat: 5.443122863769531 (6.5837728182474775) | > loss_mel: 17.431400299072266 (17.714730540911358) | > loss_duration: 2.4096035957336426 (2.3730391959349317) | > loss_1: 30.676794052124023 (32.58073608080546)  --> STEP: 25 | > loss_disc: 2.22379994392395 (2.407281074523926) | > loss_disc_real_0: 0.14704585075378418 (0.17728252738714217) | > loss_disc_real_1: 0.2176438570022583 (0.24679960310459137) | > loss_disc_real_2: 0.2929440438747406 (0.22486816346645355) | > loss_disc_real_3: 0.22847825288772583 (0.2621708768606186) | > loss_disc_real_4: 0.21652927994728088 (0.27756377041339875) | > loss_disc_real_5: 0.30410683155059814 (0.2916800183057785) | > loss_0: 2.22379994392395 (2.407281074523926) | > loss_gen: 2.9231555461883545 (2.704890184402465) | > loss_kl: 3.1892588138580322 (3.2124323558807375) | > loss_feat: 8.158476829528809 (6.6467609786987305) | > loss_mel: 16.341812133789062 (17.659813804626467) | > loss_duration: 2.41815185546875 (2.3748437023162845) | > loss_1: 33.030853271484375 (32.59874076843262)  --> STEP: 26 | > loss_disc: 2.3355062007904053 (2.404520502457252) | > loss_disc_real_0: 0.15166662633419037 (0.17629730042356712) | > loss_disc_real_1: 0.17188222706317902 (0.24391816556453705) | > loss_disc_real_2: 0.1497119963169098 (0.22197754165300956) | > loss_disc_real_3: 0.2853253483772278 (0.26306143345741123) | > loss_disc_real_4: 0.22122037410736084 (0.27539671670932037) | > loss_disc_real_5: 0.21223784983158112 (0.28862455028754014) | > loss_0: 2.3355062007904053 (2.404520502457252) | > loss_gen: 2.560046434402466 (2.6993192709409266) | > loss_kl: 2.585594415664673 (3.1883232043339658) | > loss_feat: 11.674447059631348 (6.840133520273062) | > loss_mel: 19.511207580566406 (17.731021257547233) | > loss_duration: 2.330427646636963 (2.3731353924824643) | > loss_1: 38.66172409057617 (32.831932434668914) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023673589412982646 (-6.583103766808233e-05) | > avg_loss_disc: 2.404520502457252 (-0.07423432973714972) | > avg_loss_disc_real_0: 0.17629730042356712 (-0.04037482721301225) | > avg_loss_disc_real_1: 0.24391816556453705 (+0.02696439108023277) | > avg_loss_disc_real_2: 0.22197754165300956 (-0.03574159053655776) | > avg_loss_disc_real_3: 0.26306143345741123 (+0.0003055666501705079) | > avg_loss_disc_real_4: 0.27539671670932037 (+0.02772522201904884) | > avg_loss_disc_real_5: 0.28862455028754014 (+0.05098319626771486) | > avg_loss_0: 2.404520502457252 (-0.07423432973714972) | > avg_loss_gen: 2.6993192709409266 (+0.16299281670496946) | > avg_loss_kl: 3.1883232043339658 (+0.2527370040233321) | > avg_loss_feat: 6.840133520273062 (+0.40352013019415) | > avg_loss_mel: 17.731021257547233 (+0.8899990411905172) | > avg_loss_duration: 2.3731353924824643 (+0.014677240298345051) | > avg_loss_1: 32.831932434668914 (+1.7239258105938333)  > EPOCH: 776/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:33:17)   --> TIME: 2024-06-12 01:33:25 -- STEP: 19/330 -- GLOBAL_STEP: 344100 | > loss_disc: 2.355053424835205 (2.322920887093795) | > loss_disc_real_0: 0.13021086156368256 (0.11069549424083609) | > loss_disc_real_1: 0.16598522663116455 (0.1963526841841246) | > loss_disc_real_2: 0.19896088540554047 (0.20740207716038353) | > loss_disc_real_3: 0.24556565284729004 (0.22548566523351168) | > loss_disc_real_4: 0.2466898262500763 (0.2288109613092322) | > loss_disc_real_5: 0.2253495305776596 (0.22405441654355904) | > loss_0: 2.355053424835205 (2.322920887093795) | > grad_norm_0: tensor(7.4110, device='cuda:0') (tensor(7.8622, device='cuda:0')) | > loss_gen: 2.4218387603759766 (2.4757408970280697) | > loss_kl: 1.6938787698745728 (1.915493551053499) | > loss_feat: 7.31036376953125 (6.930973529815674) | > loss_mel: 17.437545776367188 (17.640681818911904) | > loss_duration: 1.9550518989562988 (2.045496018309342) | > loss_1: 30.81867790222168 (31.008385808844317) | > grad_norm_1: tensor(60.3984, device='cuda:0') (tensor(85.2240, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3672 (0.3745756149291992) | > loader_time: 0.0032 (0.0033474219472784746)  --> TIME: 2024-06-12 01:33:35 -- STEP: 44/330 -- GLOBAL_STEP: 344125 | > loss_disc: 2.425508975982666 (2.355127410455185) | > loss_disc_real_0: 0.1398802101612091 (0.1111686851151965) | > loss_disc_real_1: 0.2127416729927063 (0.19646770032969388) | > loss_disc_real_2: 0.25594204664230347 (0.20851026610894638) | > loss_disc_real_3: 0.25242123007774353 (0.22900445860895244) | > loss_disc_real_4: 0.20634755492210388 (0.23102761974388902) | > loss_disc_real_5: 0.19807234406471252 (0.2246181064031341) | > loss_0: 2.425508975982666 (2.355127410455185) | > grad_norm_0: tensor(9.2104, device='cuda:0') (tensor(9.0817, device='cuda:0')) | > loss_gen: 2.4184021949768066 (2.4903461824763906) | > loss_kl: 1.6572245359420776 (1.936596859585155) | > loss_feat: 7.37127685546875 (6.983535181392323) | > loss_mel: 17.149450302124023 (17.516064990650527) | > loss_duration: 1.9070377349853516 (2.0002178224650295) | > loss_1: 30.50339126586914 (30.92676089026711) | > grad_norm_1: tensor(53.9895, device='cuda:0') (tensor(80.0211, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.387 (0.3768551620570097) | > loader_time: 0.004 (0.0035456473177129574)  --> TIME: 2024-06-12 01:33:44 -- STEP: 69/330 -- GLOBAL_STEP: 344150 | > loss_disc: 2.3668456077575684 (2.3565715154012055) | > loss_disc_real_0: 0.0959184393286705 (0.11156264562969623) | > loss_disc_real_1: 0.19855424761772156 (0.1964299547067587) | > loss_disc_real_2: 0.24067801237106323 (0.20950073953987897) | > loss_disc_real_3: 0.2176680862903595 (0.22800719781198364) | > loss_disc_real_4: 0.2397487759590149 (0.23079104786333832) | > loss_disc_real_5: 0.27153682708740234 (0.2253316757471665) | > loss_0: 2.3668456077575684 (2.3565715154012055) | > grad_norm_0: tensor(6.5277, device='cuda:0') (tensor(9.4045, device='cuda:0')) | > loss_gen: 2.5192596912384033 (2.484923141590063) | > loss_kl: 2.0093886852264404 (1.9589740746263145) | > loss_feat: 7.016979694366455 (6.991302911786065) | > loss_mel: 16.471778869628906 (17.445245770440586) | > loss_duration: 1.930762529373169 (1.9874584571174954) | > loss_1: 29.948169708251953 (30.867904331373133) | > grad_norm_1: tensor(69.0111, device='cuda:0') (tensor(102.7454, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3679 (0.3778088196464207) | > loader_time: 0.0035 (0.0036743862041528673)  --> TIME: 2024-06-12 01:33:54 -- STEP: 94/330 -- GLOBAL_STEP: 344175 | > loss_disc: 2.2748632431030273 (2.362718701362611) | > loss_disc_real_0: 0.12864360213279724 (0.11235916701720115) | > loss_disc_real_1: 0.21144576370716095 (0.19726626162833355) | > loss_disc_real_2: 0.2021971493959427 (0.21065029517767278) | > loss_disc_real_3: 0.2169383317232132 (0.22944479863694373) | > loss_disc_real_4: 0.201982781291008 (0.23062794132435577) | > loss_disc_real_5: 0.21259410679340363 (0.2239068221855671) | > loss_0: 2.2748632431030273 (2.362718701362611) | > grad_norm_0: tensor(15.6154, device='cuda:0') (tensor(10.0757, device='cuda:0')) | > loss_gen: 2.570920467376709 (2.472834140696423) | > loss_kl: 1.999337911605835 (1.968902406540323) | > loss_feat: 7.0777692794799805 (6.946130539508576) | > loss_mel: 17.700748443603516 (17.429776293166146) | > loss_duration: 2.0072853565216064 (1.9857139308401879) | > loss_1: 31.356061935424805 (30.803357164910498) | > grad_norm_1: tensor(285.5966, device='cuda:0') (tensor(118.8640, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3575 (0.37560405376109673) | > loader_time: 0.0035 (0.0036893195294319314)  --> TIME: 2024-06-12 01:34:03 -- STEP: 119/330 -- GLOBAL_STEP: 344200 | > loss_disc: 2.330231189727783 (2.3621415711250635) | > loss_disc_real_0: 0.10949493944644928 (0.11179487864259913) | > loss_disc_real_1: 0.19197030365467072 (0.19594900585523173) | > loss_disc_real_2: 0.23136018216609955 (0.2108130801876052) | > loss_disc_real_3: 0.2260451763868332 (0.22980503299657037) | > loss_disc_real_4: 0.22504247725009918 (0.230985002983518) | > loss_disc_real_5: 0.21141840517520905 (0.22438834344639497) | > loss_0: 2.330231189727783 (2.3621415711250635) | > grad_norm_0: tensor(12.8277, device='cuda:0') (tensor(11.1336, device='cuda:0')) | > loss_gen: 2.5617074966430664 (2.4728141071415757) | > loss_kl: 2.0722734928131104 (1.9754885425086783) | > loss_feat: 7.3710408210754395 (6.928399594891973) | > loss_mel: 17.817914962768555 (17.403868571049024) | > loss_duration: 1.9920668601989746 (1.9891479315877962) | > loss_1: 31.815004348754883 (30.769718667038347) | > grad_norm_1: tensor(287.6297, device='cuda:0') (tensor(142.8435, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3645 (0.3749431662198876) | > loader_time: 0.0041 (0.0037790466757381663)  --> TIME: 2024-06-12 01:34:13 -- STEP: 144/330 -- GLOBAL_STEP: 344225 | > loss_disc: 2.378265142440796 (2.3621963991059207) | > loss_disc_real_0: 0.10066850483417511 (0.11283958392838637) | > loss_disc_real_1: 0.16501136124134064 (0.19597775416655674) | > loss_disc_real_2: 0.21597594022750854 (0.21111892639762825) | > loss_disc_real_3: 0.23973602056503296 (0.2298763823798961) | > loss_disc_real_4: 0.2687617838382721 (0.23150680555651584) | > loss_disc_real_5: 0.2126391977071762 (0.2235693507310417) | > loss_0: 2.378265142440796 (2.3621963991059207) | > grad_norm_0: tensor(21.6997, device='cuda:0') (tensor(12.3341, device='cuda:0')) | > loss_gen: 2.532829761505127 (2.4771582119994706) | > loss_kl: 2.1153578758239746 (1.984005495078034) | > loss_feat: 7.5074639320373535 (6.931666357649699) | > loss_mel: 18.106632232666016 (17.376422484715786) | > loss_duration: 2.004693031311035 (1.9951086317499478) | > loss_1: 32.26697540283203 (30.76436111662123) | > grad_norm_1: tensor(357.9438, device='cuda:0') (tensor(161.7755, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3767 (0.3746546689007017) | > loader_time: 0.0038 (0.0038311233123143515)  --> TIME: 2024-06-12 01:34:23 -- STEP: 169/330 -- GLOBAL_STEP: 344250 | > loss_disc: 2.481173038482666 (2.3614717009504886) | > loss_disc_real_0: 0.11971987038850784 (0.11330345652159854) | > loss_disc_real_1: 0.21612927317619324 (0.19660639039863503) | > loss_disc_real_2: 0.21726737916469574 (0.2103905578160427) | > loss_disc_real_3: 0.2561102509498596 (0.23003473666292676) | > loss_disc_real_4: 0.22802777588367462 (0.23049980313820245) | > loss_disc_real_5: 0.23782964050769806 (0.22292466849617704) | > loss_0: 2.481173038482666 (2.3614717009504886) | > grad_norm_0: tensor(27.5726, device='cuda:0') (tensor(14.0231, device='cuda:0')) | > loss_gen: 2.490025520324707 (2.4820955053589064) | > loss_kl: 2.0055737495422363 (1.987867815254708) | > loss_feat: 7.068180084228516 (6.920118941357858) | > loss_mel: 17.272823333740234 (17.353638428908127) | > loss_duration: 2.060299873352051 (2.0004102774625707) | > loss_1: 30.896900177001953 (30.744130930251625) | > grad_norm_1: tensor(256.3570, device='cuda:0') (tensor(188.4278, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3863 (0.37706030896429465) | > loader_time: 0.0051 (0.003985915663679677)  --> TIME: 2024-06-12 01:34:33 -- STEP: 194/330 -- GLOBAL_STEP: 344275 | > loss_disc: 2.3534719944000244 (2.362110682369509) | > loss_disc_real_0: 0.11798686534166336 (0.114359005287136) | > loss_disc_real_1: 0.2144204080104828 (0.19680384600285408) | > loss_disc_real_2: 0.22569197416305542 (0.21052642181976555) | > loss_disc_real_3: 0.22589145600795746 (0.23042326896768256) | > loss_disc_real_4: 0.2455216944217682 (0.23058301993866556) | > loss_disc_real_5: 0.2165895402431488 (0.22214500798085302) | > loss_0: 2.3534719944000244 (2.362110682369509) | > grad_norm_0: tensor(22.5918, device='cuda:0') (tensor(17.1391, device='cuda:0')) | > loss_gen: 2.432331085205078 (2.4891220257454325) | > loss_kl: 2.2718071937561035 (1.9957223964720656) | > loss_feat: 6.471995830535889 (6.925425246818781) | > loss_mel: 17.19570541381836 (17.30859906894644) | > loss_duration: 2.0267691612243652 (2.008862188181927) | > loss_1: 30.398609161376953 (30.72773087884962) | > grad_norm_1: tensor(253.3997, device='cuda:0') (tensor(218.1297, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3981 (0.3793831940778751) | > loader_time: 0.0048 (0.004132855798780304)  --> TIME: 2024-06-12 01:34:43 -- STEP: 219/330 -- GLOBAL_STEP: 344300 | > loss_disc: 2.459514617919922 (2.3668035274226926) | > loss_disc_real_0: 0.15812638401985168 (0.11569551688078876) | > loss_disc_real_1: 0.198284313082695 (0.1972845981246261) | > loss_disc_real_2: 0.2485014647245407 (0.2114598224424336) | > loss_disc_real_3: 0.2594127953052521 (0.2305470198801119) | > loss_disc_real_4: 0.22859962284564972 (0.230435767266304) | > loss_disc_real_5: 0.24487994611263275 (0.2219553294519311) | > loss_0: 2.459514617919922 (2.3668035274226926) | > grad_norm_0: tensor(47.2629, device='cuda:0') (tensor(19.1997, device='cuda:0')) | > loss_gen: 2.489097833633423 (2.48803459999224) | > loss_kl: 2.2281177043914795 (2.0015758433842774) | > loss_feat: 7.066744804382324 (6.922001303058783) | > loss_mel: 17.576234817504883 (17.2824140574834) | > loss_duration: 2.096871852874756 (2.016993221626979) | > loss_1: 31.457067489624023 (30.71101896730188) | > grad_norm_1: tensor(261.5221, device='cuda:0') (tensor(241.3973, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.3959 (0.38193534062877627) | > loader_time: 0.0057 (0.004290880133572236)  --> TIME: 2024-06-12 01:34:54 -- STEP: 244/330 -- GLOBAL_STEP: 344325 | > loss_disc: 2.447885751724243 (2.370114721235683) | > loss_disc_real_0: 0.08152802288532257 (0.11732299659462249) | > loss_disc_real_1: 0.2358354777097702 (0.19723487889668986) | > loss_disc_real_2: 0.20177261531352997 (0.21159894648389738) | > loss_disc_real_3: 0.26633718609809875 (0.23060718679525813) | > loss_disc_real_4: 0.2483624517917633 (0.23065255814399876) | > loss_disc_real_5: 0.28950077295303345 (0.22304201284881497) | > loss_0: 2.447885751724243 (2.370114721235683) | > grad_norm_0: tensor(29.4291, device='cuda:0') (tensor(20.4978, device='cuda:0')) | > loss_gen: 2.341752290725708 (2.485760001862637) | > loss_kl: 1.9871572256088257 (2.0101691411166898) | > loss_feat: 6.394046783447266 (6.923781086186896) | > loss_mel: 16.497663497924805 (17.239483145416752) | > loss_duration: 2.047783851623535 (2.0262584573909885) | > loss_1: 29.26840591430664 (30.68545180461446) | > grad_norm_1: tensor(385.8923, device='cuda:0') (tensor(259.1992, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.4322 (0.3860048553982718) | > loader_time: 0.0058 (0.004407933500946547)  --> TIME: 2024-06-12 01:35:05 -- STEP: 269/330 -- GLOBAL_STEP: 344350 | > loss_disc: 2.4333298206329346 (2.373753591984179) | > loss_disc_real_0: 0.1115109845995903 (0.11832508580502968) | > loss_disc_real_1: 0.17968915402889252 (0.19725819984554807) | > loss_disc_real_2: 0.18499618768692017 (0.21202450187454436) | > loss_disc_real_3: 0.23951227962970734 (0.2304118153774162) | > loss_disc_real_4: 0.22532807290554047 (0.23075673310951672) | > loss_disc_real_5: 0.21920040249824524 (0.2235544301763343) | > loss_0: 2.4333298206329346 (2.373753591984179) | > grad_norm_0: tensor(53.1538, device='cuda:0') (tensor(21.3359, device='cuda:0')) | > loss_gen: 2.3057148456573486 (2.481134540529501) | > loss_kl: 2.03277850151062 (2.0149968366197504) | > loss_feat: 6.303888320922852 (6.934361245109247) | > loss_mel: 16.20746612548828 (17.20332194615473) | > loss_duration: 2.132916212081909 (2.034632425325954) | > loss_1: 28.982763290405273 (30.66844698398973) | > grad_norm_1: tensor(562.4715, device='cuda:0') (tensor(271.8331, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.4356 (0.389832232521369) | > loader_time: 0.0061 (0.00454222845765295)  --> TIME: 2024-06-12 01:35:17 -- STEP: 294/330 -- GLOBAL_STEP: 344375 | > loss_disc: 2.2761940956115723 (2.373431071132219) | > loss_disc_real_0: 0.15166333317756653 (0.1194705831102368) | > loss_disc_real_1: 0.1811390519142151 (0.19755582719230327) | > loss_disc_real_2: 0.24971263110637665 (0.2117762492120672) | > loss_disc_real_3: 0.24205267429351807 (0.23056509670148898) | > loss_disc_real_4: 0.21916554868221283 (0.23071709184014066) | > loss_disc_real_5: 0.19957832992076874 (0.2227287725323723) | > loss_0: 2.2761940956115723 (2.373431071132219) | > grad_norm_0: tensor(21.1164, device='cuda:0') (tensor(23.1109, device='cuda:0')) | > loss_gen: 2.6282122135162354 (2.4854550783326044) | > loss_kl: 2.036346435546875 (2.0165110169624803) | > loss_feat: 7.307112693786621 (6.938182439933829) | > loss_mel: 17.239484786987305 (17.148932165029084) | > loss_duration: 2.1836254596710205 (2.0449467641966685) | > loss_1: 31.3947811126709 (30.63402744215362) | > grad_norm_1: tensor(769.2631, device='cuda:0') (tensor(293.3083, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.4604 (0.3948738291150047) | > loader_time: 0.007 (0.004691887874992528)  --> TIME: 2024-06-12 01:35:30 -- STEP: 319/330 -- GLOBAL_STEP: 344400 | > loss_disc: 2.4694175720214844 (2.3736295401115775) | > loss_disc_real_0: 0.08702845871448517 (0.12042759106637542) | > loss_disc_real_1: 0.2012234330177307 (0.19793917280753204) | > loss_disc_real_2: 0.22405937314033508 (0.21155886099816865) | > loss_disc_real_3: 0.2675763964653015 (0.23034640338540446) | > loss_disc_real_4: 0.30007195472717285 (0.2311411500911354) | > loss_disc_real_5: 0.304625540971756 (0.2229057130955604) | > loss_0: 2.4694175720214844 (2.3736295401115775) | > grad_norm_0: tensor(25.6613, device='cuda:0') (tensor(24.7336, device='cuda:0')) | > loss_gen: 2.331326961517334 (2.4881138659569926) | > loss_kl: 1.9895812273025513 (2.0194649019958835) | > loss_feat: 6.806160926818848 (6.970218059037546) | > loss_mel: 15.662162780761719 (17.104972277315426) | > loss_duration: 2.236682891845703 (2.0588520563508275) | > loss_1: 29.025915145874023 (30.641621114318273) | > grad_norm_1: tensor(377.8490, device='cuda:0') (tensor(311.3791, device='cuda:0')) | > current_lr_0: 0.000181510100726618 | > current_lr_1: 0.000181510100726618 | > step_time: 0.5488 (0.4040531409571536) | > loader_time: 0.0083 (0.00489861464425688)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.760956048965454 (2.760956048965454) | > loss_disc_real_0: 0.2119089514017105 (0.2119089514017105) | > loss_disc_real_1: 0.27826258540153503 (0.27826258540153503) | > loss_disc_real_2: 0.2272053062915802 (0.2272053062915802) | > loss_disc_real_3: 0.2587428092956543 (0.2587428092956543) | > loss_disc_real_4: 0.22282908856868744 (0.22282908856868744) | > loss_disc_real_5: 0.21332049369812012 (0.21332049369812012) | > loss_0: 2.760956048965454 (2.760956048965454) | > loss_gen: 2.114798069000244 (2.114798069000244) | > loss_kl: 2.5523486137390137 (2.5523486137390137) | > loss_feat: 6.8000969886779785 (6.8000969886779785) | > loss_mel: 15.72134017944336 (15.72134017944336) | > loss_duration: 3.223033905029297 (3.223033905029297) | > loss_1: 30.411617279052734 (30.411617279052734)  --> STEP: 1 | > loss_disc: 2.2841649055480957 (2.2841649055480957) | > loss_disc_real_0: 0.10670414566993713 (0.10670414566993713) | > loss_disc_real_1: 0.30642977356910706 (0.30642977356910706) | > loss_disc_real_2: 0.19969697296619415 (0.19969697296619415) | > loss_disc_real_3: 0.2292545586824417 (0.2292545586824417) | > loss_disc_real_4: 0.2133670598268509 (0.2133670598268509) | > loss_disc_real_5: 0.19205723702907562 (0.19205723702907562) | > loss_0: 2.2841649055480957 (2.2841649055480957) | > loss_gen: 2.438737630844116 (2.438737630844116) | > loss_kl: 3.608628034591675 (3.608628034591675) | > loss_feat: 5.336797714233398 (5.336797714233398) | > loss_mel: 16.87043571472168 (16.87043571472168) | > loss_duration: 2.499358892440796 (2.499358892440796) | > loss_1: 30.753957748413086 (30.753957748413086)  --> STEP: 2 | > loss_disc: 2.2967617511749268 (2.2904633283615112) | > loss_disc_real_0: 0.09915288537740707 (0.1029285155236721) | > loss_disc_real_1: 0.20421144366264343 (0.25532060861587524) | > loss_disc_real_2: 0.2552124261856079 (0.22745469957590103) | > loss_disc_real_3: 0.23522299528121948 (0.2322387769818306) | > loss_disc_real_4: 0.20025235414505005 (0.20680970698595047) | > loss_disc_real_5: 0.20777356624603271 (0.19991540163755417) | > loss_0: 2.2967617511749268 (2.2904633283615112) | > loss_gen: 2.3488430976867676 (2.393790364265442) | > loss_kl: 2.760862112045288 (3.1847450733184814) | > loss_feat: 6.439537048339844 (5.888167381286621) | > loss_mel: 18.11332130432129 (17.491878509521484) | > loss_duration: 2.4641597270965576 (2.4817593097686768) | > loss_1: 32.12672424316406 (31.440340995788574)  --> STEP: 3 | > loss_disc: 2.1985867023468018 (2.259837786356608) | > loss_disc_real_0: 0.1377469003200531 (0.11453464378913243) | > loss_disc_real_1: 0.2096298485994339 (0.24009035527706146) | > loss_disc_real_2: 0.12024460732936859 (0.19171800216039023) | > loss_disc_real_3: 0.2140486240386963 (0.22617539266745249) | > loss_disc_real_4: 0.16955231130123138 (0.1943905750910441) | > loss_disc_real_5: 0.19519059360027313 (0.19834046562512717) | > loss_0: 2.1985867023468018 (2.259837786356608) | > loss_gen: 2.2802140712738037 (2.355931599934896) | > loss_kl: 2.8095476627349854 (3.0596792697906494) | > loss_feat: 8.28183650970459 (6.686057090759277) | > loss_mel: 18.014179229736328 (17.665978749593098) | > loss_duration: 2.305771827697754 (2.4230968157450357) | > loss_1: 33.691551208496094 (32.190744400024414)  --> STEP: 4 | > loss_disc: 2.3381035327911377 (2.2794042229652405) | > loss_disc_real_0: 0.1769888550043106 (0.13014819659292698) | > loss_disc_real_1: 0.18742920458316803 (0.2269250676035881) | > loss_disc_real_2: 0.16134487092494965 (0.18412471935153008) | > loss_disc_real_3: 0.22026492655277252 (0.2246977761387825) | > loss_disc_real_4: 0.18873724341392517 (0.19297724217176437) | > loss_disc_real_5: 0.2481880635023117 (0.2108023650944233) | > loss_0: 2.3381035327911377 (2.2794042229652405) | > loss_gen: 2.3022539615631104 (2.3425121903419495) | > loss_kl: 3.54591703414917 (3.1812387108802795) | > loss_feat: 5.5486907958984375 (6.401715517044067) | > loss_mel: 14.02479076385498 (16.75568175315857) | > loss_duration: 2.4025866985321045 (2.417969286441803) | > loss_1: 27.82423973083496 (31.09911823272705)  --> STEP: 5 | > loss_disc: 2.3091886043548584 (2.285361099243164) | > loss_disc_real_0: 0.12517955899238586 (0.12915446907281875) | > loss_disc_real_1: 0.18953579664230347 (0.21944721341133117) | > loss_disc_real_2: 0.18297311663627625 (0.1838943988084793) | > loss_disc_real_3: 0.19933107495307922 (0.21962443590164185) | > loss_disc_real_4: 0.1988033801317215 (0.1941424697637558) | > loss_disc_real_5: 0.18114487826824188 (0.204870867729187) | > loss_0: 2.3091886043548584 (2.285361099243164) | > loss_gen: 2.2098376750946045 (2.3159772872924806) | > loss_kl: 2.7592074871063232 (3.0968324661254885) | > loss_feat: 5.880051612854004 (6.297382736206055) | > loss_mel: 18.325315475463867 (17.06960849761963) | > loss_duration: 2.431136131286621 (2.4206026554107667) | > loss_1: 31.605548858642578 (31.200404357910156)  --> STEP: 6 | > loss_disc: 2.3405370712280273 (2.2945570945739746) | > loss_disc_real_0: 0.11205878853797913 (0.12630518898367882) | > loss_disc_real_1: 0.16868625581264496 (0.21098705381155014) | > loss_disc_real_2: 0.24829056859016418 (0.19462709377209345) | > loss_disc_real_3: 0.25858646631240845 (0.22611810763676962) | > loss_disc_real_4: 0.1868194341659546 (0.19292196383078894) | > loss_disc_real_5: 0.197074294090271 (0.20357143878936768) | > loss_0: 2.3405370712280273 (2.2945570945739746) | > loss_gen: 2.3496079444885254 (2.3215823968251548) | > loss_kl: 2.967980146408081 (3.0753570795059204) | > loss_feat: 5.195338726043701 (6.113708734512329) | > loss_mel: 17.336997985839844 (17.114173412322998) | > loss_duration: 2.1469645500183105 (2.374996304512024) | > loss_1: 29.996889114379883 (30.999818483988445)  --> STEP: 7 | > loss_disc: 2.1820948123931885 (2.278491054262434) | > loss_disc_real_0: 0.13488632440567017 (0.12753106547253473) | > loss_disc_real_1: 0.1965034455060959 (0.20891796691077097) | > loss_disc_real_2: 0.2001679390668869 (0.1954186430999211) | > loss_disc_real_3: 0.2371072769165039 (0.22768798896244594) | > loss_disc_real_4: 0.2032347470521927 (0.19439521857670375) | > loss_disc_real_5: 0.18461820483207703 (0.20086383393832616) | > loss_0: 2.1820948123931885 (2.278491054262434) | > loss_gen: 2.5458550453186035 (2.353621346609933) | > loss_kl: 4.6511125564575195 (3.30046500478472) | > loss_feat: 5.67862606048584 (6.051554066794259) | > loss_mel: 18.36617088317871 (17.293030193873815) | > loss_duration: 2.4813456535339355 (2.390189068658011) | > loss_1: 33.72311019897461 (31.388860157557897)  --> STEP: 8 | > loss_disc: 2.3040730953216553 (2.2816888093948364) | > loss_disc_real_0: 0.16672590374946594 (0.13243042025715113) | > loss_disc_real_1: 0.14461520314216614 (0.20088012143969536) | > loss_disc_real_2: 0.19461314380168915 (0.1953179556876421) | > loss_disc_real_3: 0.19481322169303894 (0.22357864305377007) | > loss_disc_real_4: 0.17037056386470795 (0.19139213673770428) | > loss_disc_real_5: 0.17346836626529694 (0.1974394004791975) | > loss_0: 2.3040730953216553 (2.2816888093948364) | > loss_gen: 2.1766624450683594 (2.3315014839172363) | > loss_kl: 2.6976990699768066 (3.225119262933731) | > loss_feat: 12.345288276672363 (6.838270843029022) | > loss_mel: 19.644620895385742 (17.586979031562805) | > loss_duration: 2.2971601486206055 (2.3785604536533356) | > loss_1: 39.16143035888672 (32.360431432724)  --> STEP: 9 | > loss_disc: 2.323662042617798 (2.2863525019751654) | > loss_disc_real_0: 0.12140130996704102 (0.13120496355825) | > loss_disc_real_1: 0.09677193313837051 (0.18931254496177038) | > loss_disc_real_2: 0.16695743799209595 (0.19216678705480364) | > loss_disc_real_3: 0.20134907960891724 (0.22110869155989754) | > loss_disc_real_4: 0.18196967244148254 (0.1903451962603463) | > loss_disc_real_5: 0.20179809629917145 (0.19792370001475015) | > loss_0: 2.323662042617798 (2.2863525019751654) | > loss_gen: 2.0256359577178955 (2.297516425450643) | > loss_kl: 2.5385987758636475 (3.1488392088148327) | > loss_feat: 11.84765625 (7.394869221581353) | > loss_mel: 19.28407096862793 (17.77554480234782) | > loss_duration: 2.193767786026001 (2.358027935028076) | > loss_1: 37.88972854614258 (32.97479777865939)  --> STEP: 10 | > loss_disc: 2.5387206077575684 (2.311589312553406) | > loss_disc_real_0: 0.15238530933856964 (0.13332299813628196) | > loss_disc_real_1: 0.24522116780281067 (0.1949034072458744) | > loss_disc_real_2: 0.2295515090227127 (0.19590525925159455) | > loss_disc_real_3: 0.26712849736213684 (0.22571067214012147) | > loss_disc_real_4: 0.26836296916007996 (0.19814697355031968) | > loss_disc_real_5: 0.3160495460033417 (0.20973628461360933) | > loss_0: 2.5387206077575684 (2.311589312553406) | > loss_gen: 2.4830684661865234 (2.316071629524231) | > loss_kl: 3.0159294605255127 (3.135548233985901) | > loss_feat: 5.419769763946533 (7.197359275817871) | > loss_mel: 17.673927307128906 (17.76538305282593) | > loss_duration: 2.3064768314361572 (2.3528728246688844) | > loss_1: 30.899171829223633 (32.76723518371582)  --> STEP: 11 | > loss_disc: 2.302523136138916 (2.310765114697543) | > loss_disc_real_0: 0.16656601428985596 (0.1363450905138796) | > loss_disc_real_1: 0.18527686595916748 (0.19402826712890106) | > loss_disc_real_2: 0.21446610987186432 (0.1975926093079827) | > loss_disc_real_3: 0.21066640317440033 (0.2243430113250559) | > loss_disc_real_4: 0.21061968803405762 (0.19928085668520493) | > loss_disc_real_5: 0.21779073774814606 (0.21046850762583993) | > loss_0: 2.302523136138916 (2.310765114697543) | > loss_gen: 2.338473081588745 (2.3181081251664595) | > loss_kl: 3.6018102169036865 (3.1779356869784268) | > loss_feat: 6.960202693939209 (7.175799586556175) | > loss_mel: 16.885704040527344 (17.685412233526055) | > loss_duration: 2.5488221645355225 (2.370686401020397) | > loss_1: 32.33501052856445 (32.727942033247515)  --> STEP: 12 | > loss_disc: 2.279991388320923 (2.3082006374994912) | > loss_disc_real_0: 0.16433954238891602 (0.13867796150346598) | > loss_disc_real_1: 0.15290388464927673 (0.19060123525559902) | > loss_disc_real_2: 0.18427281081676483 (0.19648262610038122) | > loss_disc_real_3: 0.19493921101093292 (0.2218926946322123) | > loss_disc_real_4: 0.2056622952222824 (0.1998126432299614) | > loss_disc_real_5: 0.2684107720851898 (0.2152970296641191) | > loss_0: 2.279991388320923 (2.3082006374994912) | > loss_gen: 2.4323627948760986 (2.327629347642263) | > loss_kl: 2.4240059852600098 (3.1151082118352256) | > loss_feat: 5.863931655883789 (7.066477259000142) | > loss_mel: 18.404125213623047 (17.74530498186747) | > loss_duration: 2.2529244422912598 (2.3608729044596353) | > loss_1: 31.377349853515625 (32.61539268493652)  --> STEP: 13 | > loss_disc: 2.457894802093506 (2.3197155732374926) | > loss_disc_real_0: 0.17339080572128296 (0.1413481802894519) | > loss_disc_real_1: 0.22986364364624023 (0.19362142051641756) | > loss_disc_real_2: 0.21596834063529968 (0.19798152721845186) | > loss_disc_real_3: 0.27388352155685425 (0.22589198901103094) | > loss_disc_real_4: 0.28334543108940125 (0.20623824229607216) | > loss_disc_real_5: 0.23639507591724396 (0.21691995629897484) | > loss_0: 2.457894802093506 (2.3197155732374926) | > loss_gen: 2.6627161502838135 (2.3534052555377665) | > loss_kl: 3.284635543823242 (3.128148775834304) | > loss_feat: 5.687675476074219 (6.960415583390456) | > loss_mel: 12.617045402526855 (17.350823475764347) | > loss_duration: 2.2658543586730957 (2.3535637855529785) | > loss_1: 26.517925262451172 (32.146356729360726)  --> STEP: 14 | > loss_disc: 2.1577515602111816 (2.3081467151641846) | > loss_disc_real_0: 0.14076867699623108 (0.14130678719707898) | > loss_disc_real_1: 0.1323722004890442 (0.18924647622874805) | > loss_disc_real_2: 0.11864572763442993 (0.19231468439102173) | > loss_disc_real_3: 0.23014982044696808 (0.2261961198278836) | > loss_disc_real_4: 0.24470195174217224 (0.20898565011365072) | > loss_disc_real_5: 0.2311582714319229 (0.21793697880847113) | > loss_0: 2.1577515602111816 (2.3081467151641846) | > loss_gen: 2.436483383178711 (2.35933940751212) | > loss_kl: 3.7518680095672607 (3.172700149672372) | > loss_feat: 7.473786354064941 (6.99708492415292) | > loss_mel: 18.612947463989258 (17.440975189208984) | > loss_duration: 2.396345376968384 (2.3566196135112216) | > loss_1: 34.67143249511719 (32.32671928405762)  --> STEP: 15 | > loss_disc: 2.365809679031372 (2.31199091275533) | > loss_disc_real_0: 0.15742218494415283 (0.1423811470468839) | > loss_disc_real_1: 0.26627182960510254 (0.19438149978717167) | > loss_disc_real_2: 0.2249021679162979 (0.1944871832927068) | > loss_disc_real_3: 0.2146221399307251 (0.22542452116807302) | > loss_disc_real_4: 0.18338537216186523 (0.20727896491686504) | > loss_disc_real_5: 0.2032919079065323 (0.21696064074834187) | > loss_0: 2.365809679031372 (2.31199091275533) | > loss_gen: 2.4387803077697754 (2.364635467529297) | > loss_kl: 3.3198540210723877 (3.1825104077657063) | > loss_feat: 7.047726631164551 (7.000461037953695) | > loss_mel: 18.795507431030273 (17.531277338663738) | > loss_duration: 2.3254106044769287 (2.3545390129089356) | > loss_1: 33.927276611328125 (32.433423105875654)  --> STEP: 16 | > loss_disc: 2.8104381561279297 (2.343143865466118) | > loss_disc_real_0: 0.24896985292434692 (0.14904294116422534) | > loss_disc_real_1: 0.28203824162483215 (0.19986004615202546) | > loss_disc_real_2: 0.19125771522521973 (0.19428534153848886) | > loss_disc_real_3: 0.22326241433620453 (0.22528938949108124) | > loss_disc_real_4: 0.22266799211502075 (0.20824077911674976) | > loss_disc_real_5: 0.2425040453672409 (0.21855710353702307) | > loss_0: 2.8104381561279297 (2.343143865466118) | > loss_gen: 1.8315297365188599 (2.3313163593411446) | > loss_kl: 3.109485149383545 (3.1779463291168213) | > loss_feat: 4.986087799072266 (6.874562710523605) | > loss_mel: 10.896166801452637 (17.116582930088043) | > loss_duration: 2.4360265731811523 (2.359631985425949) | > loss_1: 23.259296417236328 (31.860040187835697)  --> STEP: 17 | > loss_disc: 2.347050666809082 (2.3433736773098217) | > loss_disc_real_0: 0.10447283089160919 (0.1464211699717185) | > loss_disc_real_1: 0.19531796872615814 (0.19959286512697444) | > loss_disc_real_2: 0.19161920249462128 (0.19412850983002605) | > loss_disc_real_3: 0.1940937489271164 (0.22345435181084802) | > loss_disc_real_4: 0.180514395236969 (0.2066098153591156) | > loss_disc_real_5: 0.23168538510799408 (0.219329355394139) | > loss_0: 2.347050666809082 (2.3433736773098217) | > loss_gen: 2.0938804149627686 (2.317349539083593) | > loss_kl: 2.6355438232421875 (3.14604029935949) | > loss_feat: 7.452332973480225 (6.908549196579877) | > loss_mel: 17.27387046813965 (17.125835138208725) | > loss_duration: 2.4783213138580322 (2.366613710627836) | > loss_1: 31.933948516845703 (31.86438773660099)  --> STEP: 18 | > loss_disc: 2.4944353103637695 (2.351765990257263) | > loss_disc_real_0: 0.11573463678359985 (0.14471636257237858) | > loss_disc_real_1: 0.2084450125694275 (0.2000846510959996) | > loss_disc_real_2: 0.12117993831634521 (0.19007581141259935) | > loss_disc_real_3: 0.24300165474414825 (0.22454031308492026) | > loss_disc_real_4: 0.2489084005355835 (0.20895973675780827) | > loss_disc_real_5: 0.34857162833213806 (0.2265094816684723) | > loss_0: 2.4944353103637695 (2.351765990257263) | > loss_gen: 2.3673410415649414 (2.3201268447770014) | > loss_kl: 3.1631388664245605 (3.1469902197519937) | > loss_feat: 8.621146202087402 (7.003693474663629) | > loss_mel: 19.883928298950195 (17.279062536027695) | > loss_duration: 2.2647671699523926 (2.3609555694792004) | > loss_1: 36.30031967163086 (32.1108283996582)  --> STEP: 19 | > loss_disc: 2.677938461303711 (2.3689329624176025) | > loss_disc_real_0: 0.20656010508537292 (0.14797129638885198) | > loss_disc_real_1: 0.21434980630874634 (0.20083544873877576) | > loss_disc_real_2: 0.15463343262672424 (0.18821042305544802) | > loss_disc_real_3: 0.2899506986141205 (0.22798296495487816) | > loss_disc_real_4: 0.25418832898139954 (0.21134018898010254) | > loss_disc_real_5: 0.25936469435691833 (0.22823870338891683) | > loss_0: 2.677938461303711 (2.3689329624176025) | > loss_gen: 2.0113565921783447 (2.303875778850756) | > loss_kl: 2.0881543159484863 (3.091262014288651) | > loss_feat: 4.234632968902588 (6.8579534480446265) | > loss_mel: 14.9490385055542 (17.156429692318564) | > loss_duration: 2.366384267807007 (2.361241290443822) | > loss_1: 25.649566650390625 (31.770761991802015)  --> STEP: 20 | > loss_disc: 2.6630725860595703 (2.383639943599701) | > loss_disc_real_0: 0.14350780844688416 (0.14774812199175358) | > loss_disc_real_1: 0.23253504931926727 (0.20242042876780034) | > loss_disc_real_2: 0.18706145882606506 (0.1881529748439789) | > loss_disc_real_3: 0.257551908493042 (0.22946141213178634) | > loss_disc_real_4: 0.2703624665737152 (0.21429130285978318) | > loss_disc_real_5: 0.24701017141342163 (0.22917727679014205) | > loss_0: 2.6630725860595703 (2.383639943599701) | > loss_gen: 2.005197763442993 (2.288941878080368) | > loss_kl: 2.471435546875 (3.060270690917968) | > loss_feat: 4.573586940765381 (6.743735122680664) | > loss_mel: 15.56801700592041 (17.07700905799866) | > loss_duration: 2.3039395809173584 (2.358376204967499) | > loss_1: 26.922176361083984 (31.528332710266113)  --> STEP: 21 | > loss_disc: 2.2503175735473633 (2.3772912593114945) | > loss_disc_real_0: 0.0953972339630127 (0.14525522256181353) | > loss_disc_real_1: 0.21451741456985474 (0.2029964757107553) | > loss_disc_real_2: 0.2145267277956009 (0.18940886784167515) | > loss_disc_real_3: 0.2420865297317505 (0.2300626082079751) | > loss_disc_real_4: 0.23132427036762238 (0.21510239655063265) | > loss_disc_real_5: 0.32919177412986755 (0.23393987190155757) | > loss_0: 2.2503175735473633 (2.3772912593114945) | > loss_gen: 2.697801351547241 (2.3084113768168857) | > loss_kl: 2.9147088527679443 (3.053339174815586) | > loss_feat: 5.90962028503418 (6.704015368507022) | > loss_mel: 17.227134704589844 (17.084157898312522) | > loss_duration: 2.112579822540283 (2.3466716153281078) | > loss_1: 30.861845016479492 (31.49659520103818)  --> STEP: 22 | > loss_disc: 2.4739673137664795 (2.3816856254230845) | > loss_disc_real_0: 0.09197579324245453 (0.1428334303200245) | > loss_disc_real_1: 0.19175495207309723 (0.20248549736358903) | > loss_disc_real_2: 0.06982901692390442 (0.18397342007268558) | > loss_disc_real_3: 0.20220065116882324 (0.2287961556152864) | > loss_disc_real_4: 0.21793536841869354 (0.21523116799918088) | > loss_disc_real_5: 0.22356146574020386 (0.23346812616695056) | > loss_0: 2.4739673137664795 (2.3816856254230845) | > loss_gen: 1.845944881439209 (2.287390172481537) | > loss_kl: 1.985390543937683 (3.004796055230227) | > loss_feat: 7.360861301422119 (6.733872001821345) | > loss_mel: 18.668291091918945 (17.15616395256736) | > loss_duration: 2.1979422569274902 (2.3399111899462617) | > loss_1: 32.05842971801758 (31.522133133628152)  --> STEP: 23 | > loss_disc: 2.728487014770508 (2.3967639466990596) | > loss_disc_real_0: 0.26903462409973145 (0.14832043874522913) | > loss_disc_real_1: 0.27571025490760803 (0.20566918247419855) | > loss_disc_real_2: 0.24588169157505035 (0.18666508405104928) | > loss_disc_real_3: 0.2292768955230713 (0.22881705735040747) | > loss_disc_real_4: 0.23454385995864868 (0.21607085025828818) | > loss_disc_real_5: 0.28264373540878296 (0.23560619613398676) | > loss_0: 2.728487014770508 (2.3967639466990596) | > loss_gen: 2.2464518547058105 (2.2856102456217227) | > loss_kl: 2.3214943408966064 (2.9750872850418086) | > loss_feat: 5.585353374481201 (6.683936409328295) | > loss_mel: 16.03244400024414 (17.107306563335918) | > loss_duration: 2.270277976989746 (2.3368836589481523) | > loss_1: 28.456024169921875 (31.388824048249617)  --> STEP: 24 | > loss_disc: 2.194046974182129 (2.3883174061775208) | > loss_disc_real_0: 0.08832792937755585 (0.1458207508549094) | > loss_disc_real_1: 0.20885290205478668 (0.20580183745672306) | > loss_disc_real_2: 0.18928004801273346 (0.18677404088278612) | > loss_disc_real_3: 0.278155118227005 (0.23087280988693237) | > loss_disc_real_4: 0.24361133575439453 (0.21721837048729262) | > loss_disc_real_5: 0.27566245198249817 (0.23727520679434141) | > loss_0: 2.194046974182129 (2.3883174061775208) | > loss_gen: 2.5687713623046875 (2.297408625483513) | > loss_kl: 2.42620849609375 (2.952217335502306) | > loss_feat: 5.129674434661865 (6.619175493717194) | > loss_mel: 17.213584899902344 (17.11173482735952) | > loss_duration: 2.3777031898498535 (2.338584472735723) | > loss_1: 29.7159423828125 (31.31912064552307)  --> STEP: 25 | > loss_disc: 2.584092140197754 (2.3961483955383303) | > loss_disc_real_0: 0.3054042458534241 (0.15220409065484997) | > loss_disc_real_1: 0.24740302562713623 (0.20746588498353957) | > loss_disc_real_2: 0.22064176201820374 (0.18812874972820282) | > loss_disc_real_3: 0.2049163281917572 (0.22983455061912536) | > loss_disc_real_4: 0.2416079342365265 (0.21819395303726197) | > loss_disc_real_5: 0.3113229274749756 (0.24023711562156677) | > loss_0: 2.584092140197754 (2.3961483955383303) | > loss_gen: 2.497290849685669 (2.305403914451599) | > loss_kl: 3.224317789077759 (2.963101353645324) | > loss_feat: 6.826426982879639 (6.627465553283692) | > loss_mel: 13.046647071838379 (16.949131317138676) | > loss_duration: 2.420685291290283 (2.341868505477905) | > loss_1: 28.015369415283203 (31.186970596313476)  --> STEP: 26 | > loss_disc: 2.68298602104187 (2.407180611903851) | > loss_disc_real_0: 0.12485405802726746 (0.15115216632301987) | > loss_disc_real_1: 0.22247223556041718 (0.2080430523134195) | > loss_disc_real_2: 0.2997608780860901 (0.1924222931265831) | > loss_disc_real_3: 0.17073753476142883 (0.22756158847075242) | > loss_disc_real_4: 0.13648734986782074 (0.21505139137689883) | > loss_disc_real_5: 0.21000878512859344 (0.2390744875256832) | > loss_0: 2.68298602104187 (2.407180611903851) | > loss_gen: 2.000936985015869 (2.29369364793484) | > loss_kl: 2.367823839187622 (2.9402060646277204) | > loss_feat: 9.022604942321777 (6.719586299015925) | > loss_mel: 18.532440185546875 (17.010027812077453) | > loss_duration: 2.316052198410034 (2.3408755705906796) | > loss_1: 34.2398567199707 (31.304389293377216) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024487238663893473 (+8.136492509108273e-05) | > avg_loss_disc: 2.407180611903851 (+0.0026601094465990016) | > avg_loss_disc_real_0: 0.15115216632301987 (-0.02514513410054725) | > avg_loss_disc_real_1: 0.2080430523134195 (-0.03587511325111756) | > avg_loss_disc_real_2: 0.1924222931265831 (-0.029555248526426464) | > avg_loss_disc_real_3: 0.22756158847075242 (-0.03549984498665881) | > avg_loss_disc_real_4: 0.21505139137689883 (-0.06034532533242154) | > avg_loss_disc_real_5: 0.2390744875256832 (-0.049550062761856944) | > avg_loss_0: 2.407180611903851 (+0.0026601094465990016) | > avg_loss_gen: 2.29369364793484 (-0.4056256230060864) | > avg_loss_kl: 2.9402060646277204 (-0.24811713970624538) | > avg_loss_feat: 6.719586299015925 (-0.12054722125713635) | > avg_loss_mel: 17.010027812077453 (-0.7209934454697802) | > avg_loss_duration: 2.3408755705906796 (-0.03225982189178467) | > avg_loss_1: 31.304389293377216 (-1.527543141291698)  > EPOCH: 777/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:35:56)   --> TIME: 2024-06-12 01:36:02 -- STEP: 14/330 -- GLOBAL_STEP: 344425 | > loss_disc: 2.3754072189331055 (2.310619899204799) | > loss_disc_real_0: 0.09930028021335602 (0.10086656947221075) | > loss_disc_real_1: 0.17953145503997803 (0.19832803308963776) | > loss_disc_real_2: 0.21492455899715424 (0.2087891006043979) | > loss_disc_real_3: 0.2766621708869934 (0.22238990664482117) | > loss_disc_real_4: 0.24967771768569946 (0.2260803026812417) | > loss_disc_real_5: 0.2338612675666809 (0.22495549065726145) | > loss_0: 2.3754072189331055 (2.310619899204799) | > grad_norm_0: tensor(8.2585, device='cuda:0') (tensor(7.8296, device='cuda:0')) | > loss_gen: 2.6066131591796875 (2.5228723968778337) | > loss_kl: 1.9538769721984863 (1.9180464489119393) | > loss_feat: 7.678562641143799 (7.054531267711094) | > loss_mel: 16.921966552734375 (17.587546484810964) | > loss_duration: 1.9825304746627808 (2.0613542028835843) | > loss_1: 31.1435489654541 (31.1443510055542) | > grad_norm_1: tensor(95.1215, device='cuda:0') (tensor(63.5224, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3661 (0.36499108586992535) | > loader_time: 0.0031 (0.003223351069859096)  --> TIME: 2024-06-12 01:36:11 -- STEP: 39/330 -- GLOBAL_STEP: 344450 | > loss_disc: 2.4027509689331055 (2.317229362634512) | > loss_disc_real_0: 0.12266731262207031 (0.1045242421902143) | > loss_disc_real_1: 0.21729391813278198 (0.19694200616616472) | > loss_disc_real_2: 0.22520692646503448 (0.20656857123741737) | > loss_disc_real_3: 0.21533945202827454 (0.22617611709313515) | > loss_disc_real_4: 0.22416822612285614 (0.2269430324817315) | > loss_disc_real_5: 0.2211187481880188 (0.22061552221958453) | > loss_0: 2.4027509689331055 (2.317229362634512) | > grad_norm_0: tensor(7.3805, device='cuda:0') (tensor(7.7020, device='cuda:0')) | > loss_gen: 2.5272412300109863 (2.5288573411794815) | > loss_kl: 2.162848711013794 (1.9475565812526605) | > loss_feat: 7.910184860229492 (7.150262649242695) | > loss_mel: 17.121183395385742 (17.472426243317432) | > loss_duration: 1.9843363761901855 (2.0052065727038264) | > loss_1: 31.705795288085938 (31.10430927765675) | > grad_norm_1: tensor(41.0418, device='cuda:0') (tensor(69.1227, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3736 (0.3650975288488926) | > loader_time: 0.0037 (0.003375890927437024)  --> TIME: 2024-06-12 01:36:21 -- STEP: 64/330 -- GLOBAL_STEP: 344475 | > loss_disc: 2.2296502590179443 (2.3422235772013673) | > loss_disc_real_0: 0.11222775280475616 (0.10789748758543283) | > loss_disc_real_1: 0.173254132270813 (0.19842007197439673) | > loss_disc_real_2: 0.20201422274112701 (0.20782871101982892) | > loss_disc_real_3: 0.20364660024642944 (0.22688868758268654) | > loss_disc_real_4: 0.2049006223678589 (0.2295084830839187) | > loss_disc_real_5: 0.1953364908695221 (0.2217067233286798) | > loss_0: 2.2296502590179443 (2.3422235772013673) | > grad_norm_0: tensor(5.3923, device='cuda:0') (tensor(8.4613, device='cuda:0')) | > loss_gen: 2.535062551498413 (2.5027763843536386) | > loss_kl: 2.0859134197235107 (1.968181909993291) | > loss_feat: 8.145364761352539 (7.089266546070576) | > loss_mel: 17.69377326965332 (17.47846296429634) | > loss_duration: 1.9816478490829468 (1.9906954225152733) | > loss_1: 32.44176483154297 (31.02938312292099) | > grad_norm_1: tensor(67.9545, device='cuda:0') (tensor(86.7870, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3582 (0.36649294570088387) | > loader_time: 0.0036 (0.0034844018518924713)  --> TIME: 2024-06-12 01:36:30 -- STEP: 89/330 -- GLOBAL_STEP: 344500 | > loss_disc: 2.3394181728363037 (2.358937041143354) | > loss_disc_real_0: 0.10855864733457565 (0.11013191226827965) | > loss_disc_real_1: 0.1767425537109375 (0.19735566635480087) | > loss_disc_real_2: 0.23026211559772491 (0.20929079544678164) | > loss_disc_real_3: 0.21375234425067902 (0.22781299021136894) | > loss_disc_real_4: 0.22707930207252502 (0.23213895083813185) | > loss_disc_real_5: 0.21608948707580566 (0.22561593169576666) | > loss_0: 2.3394181728363037 (2.358937041143354) | > grad_norm_0: tensor(4.4140, device='cuda:0') (tensor(8.7860, device='cuda:0')) | > loss_gen: 2.657184362411499 (2.4902985551384056) | > loss_kl: 1.905861735343933 (1.975374990634704) | > loss_feat: 7.271273612976074 (7.029114599977986) | > loss_mel: 17.35248374938965 (17.39131110973572) | > loss_duration: 1.99055814743042 (1.986209322897236) | > loss_1: 31.1773624420166 (30.872308645355567) | > grad_norm_1: tensor(76.2287, device='cuda:0') (tensor(89.6307, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3772 (0.36853272191594155) | > loader_time: 0.0043 (0.0036017894744873047) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_344500.pth  --> TIME: 2024-06-12 01:36:45 -- STEP: 114/330 -- GLOBAL_STEP: 344525 | > loss_disc: 2.3882224559783936 (2.3629840507841946) | > loss_disc_real_0: 0.10121063143014908 (0.11246444088848014) | > loss_disc_real_1: 0.20817233622074127 (0.19775414976634478) | > loss_disc_real_2: 0.2140825241804123 (0.21087842905207685) | > loss_disc_real_3: 0.25080418586730957 (0.22893611459355606) | > loss_disc_real_4: 0.23822392523288727 (0.23123198747634888) | > loss_disc_real_5: 0.2782094478607178 (0.2245432569792396) | > loss_0: 2.3882224559783936 (2.3629840507841946) | > grad_norm_0: tensor(4.7923, device='cuda:0') (tensor(8.4478, device='cuda:0')) | > loss_gen: 2.442195177078247 (2.477447189782795) | > loss_kl: 2.078404188156128 (1.9832284126365394) | > loss_feat: 7.183632850646973 (6.978586431135211) | > loss_mel: 17.057981491088867 (17.325121193601376) | > loss_duration: 2.0152177810668945 (1.9891544894168252) | > loss_1: 30.77743148803711 (30.753537746897916) | > grad_norm_1: tensor(106.4536, device='cuda:0') (tensor(82.6745, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3626 (0.3721497100696229) | > loader_time: 0.0053 (0.003767017732586777)  --> TIME: 2024-06-12 01:36:54 -- STEP: 139/330 -- GLOBAL_STEP: 344550 | > loss_disc: 2.386058807373047 (2.362606388201817) | > loss_disc_real_0: 0.11620001494884491 (0.11258532021114293) | > loss_disc_real_1: 0.2341807633638382 (0.19784616416306808) | > loss_disc_real_2: 0.21000301837921143 (0.21054595140673274) | > loss_disc_real_3: 0.22341933846473694 (0.22819414649078315) | > loss_disc_real_4: 0.239823579788208 (0.23090325660413977) | > loss_disc_real_5: 0.2333770990371704 (0.22399704072544044) | > loss_0: 2.386058807373047 (2.362606388201817) | > grad_norm_0: tensor(11.9830, device='cuda:0') (tensor(8.2769, device='cuda:0')) | > loss_gen: 2.497093915939331 (2.4733102287319926) | > loss_kl: 2.174410343170166 (1.9924298293298954) | > loss_feat: 6.77407693862915 (6.975654581467882) | > loss_mel: 16.98187828063965 (17.334832321825644) | > loss_duration: 2.0591864585876465 (1.9952429816019621) | > loss_1: 30.48664665222168 (30.771469980692693) | > grad_norm_1: tensor(148.0445, device='cuda:0') (tensor(81.3319, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3664 (0.37267520959428746) | > loader_time: 0.0042 (0.003858405051471518)  --> TIME: 2024-06-12 01:37:04 -- STEP: 164/330 -- GLOBAL_STEP: 344575 | > loss_disc: 2.409938335418701 (2.3618042934231633) | > loss_disc_real_0: 0.15121956169605255 (0.11346189296100195) | > loss_disc_real_1: 0.16296708583831787 (0.19746835429857412) | > loss_disc_real_2: 0.20726481080055237 (0.21071821496617504) | > loss_disc_real_3: 0.20299886167049408 (0.22823476146270588) | > loss_disc_real_4: 0.24265971779823303 (0.23136078784378564) | > loss_disc_real_5: 0.23368719220161438 (0.22375523080913032) | > loss_0: 2.409938335418701 (2.3618042934231633) | > grad_norm_0: tensor(5.0515, device='cuda:0') (tensor(8.7374, device='cuda:0')) | > loss_gen: 2.3802244663238525 (2.4724968933477647) | > loss_kl: 2.083868980407715 (1.9985239970974806) | > loss_feat: 7.10354471206665 (6.981343932268096) | > loss_mel: 17.831106185913086 (17.328384131920043) | > loss_duration: 2.070687770843506 (1.999239734760145) | > loss_1: 31.469432830810547 (30.77998873082603) | > grad_norm_1: tensor(124.7255, device='cuda:0') (tensor(90.3233, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.3795 (0.37408670419599943) | > loader_time: 0.0045 (0.003957943218510326)  --> TIME: 2024-06-12 01:37:14 -- STEP: 189/330 -- GLOBAL_STEP: 344600 | > loss_disc: 2.3339381217956543 (2.3665082114083424) | > loss_disc_real_0: 0.10140179097652435 (0.11518288687581106) | > loss_disc_real_1: 0.21480683982372284 (0.19786062639541724) | > loss_disc_real_2: 0.20184291899204254 (0.2113690180753274) | > loss_disc_real_3: 0.22802887856960297 (0.2284362792338013) | > loss_disc_real_4: 0.20838579535484314 (0.2311096088123069) | > loss_disc_real_5: 0.20446811616420746 (0.2232462416880976) | > loss_0: 2.3339381217956543 (2.3665082114083424) | > grad_norm_0: tensor(12.8206, device='cuda:0') (tensor(10.7314, device='cuda:0')) | > loss_gen: 2.6650009155273438 (2.4690712948955564) | > loss_kl: 2.0252974033355713 (2.000353680085883) | > loss_feat: 6.548868179321289 (6.953207790536225) | > loss_mel: 16.722530364990234 (17.30218709713566) | > loss_duration: 2.088984966278076 (2.0072133667254572) | > loss_1: 30.050682067871094 (30.732033230009534) | > grad_norm_1: tensor(517.6343, device='cuda:0') (tensor(123.9286, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.4009 (0.3761830216362362) | > loader_time: 0.0048 (0.004076525017067241)  --> TIME: 2024-06-12 01:37:24 -- STEP: 214/330 -- GLOBAL_STEP: 344625 | > loss_disc: 2.4264285564422607 (2.368327068391247) | > loss_disc_real_0: 0.13333626091480255 (0.11618994315650974) | > loss_disc_real_1: 0.18686115741729736 (0.19790570006192285) | > loss_disc_real_2: 0.20184819400310516 (0.21219529726794947) | > loss_disc_real_3: 0.24368740618228912 (0.22871345782948432) | > loss_disc_real_4: 0.24782373011112213 (0.23118546298731155) | > loss_disc_real_5: 0.23269475996494293 (0.2231244481751852) | > loss_0: 2.4264285564422607 (2.368327068391247) | > grad_norm_0: tensor(24.0664, device='cuda:0') (tensor(12.6082, device='cuda:0')) | > loss_gen: 2.3316025733947754 (2.4728635014774643) | > loss_kl: 1.8642463684082031 (2.009085271403054) | > loss_feat: 6.025805950164795 (6.945481122097123) | > loss_mel: 16.922956466674805 (17.269700041441148) | > loss_duration: 2.12955904006958 (2.0149616203575498) | > loss_1: 29.274169921875 (30.712091561789826) | > grad_norm_1: tensor(134.0059, device='cuda:0') (tensor(151.5060, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.4049 (0.37901442630268695) | > loader_time: 0.0055 (0.004190995314410914)  --> TIME: 2024-06-12 01:37:35 -- STEP: 239/330 -- GLOBAL_STEP: 344650 | > loss_disc: 2.1558382511138916 (2.3648447401852786) | > loss_disc_real_0: 0.07898354530334473 (0.11630256064080292) | > loss_disc_real_1: 0.1989385336637497 (0.1973998537871628) | > loss_disc_real_2: 0.18063485622406006 (0.21235129187296625) | > loss_disc_real_3: 0.20494945347309113 (0.22844360881021333) | > loss_disc_real_4: 0.17959260940551758 (0.23064223268540834) | > loss_disc_real_5: 0.15645678341388702 (0.22237433480667768) | > loss_0: 2.1558382511138916 (2.3648447401852786) | > grad_norm_0: tensor(27.6220, device='cuda:0') (tensor(14.8313, device='cuda:0')) | > loss_gen: 2.574960708618164 (2.4815078888976925) | > loss_kl: 2.0931007862091064 (2.0156102659313246) | > loss_feat: 7.680609226226807 (6.9532075606629435) | > loss_mel: 17.62679100036621 (17.22385637929748) | > loss_duration: 2.0604724884033203 (2.023682400771267) | > loss_1: 32.03593444824219 (30.69786450054855) | > grad_norm_1: tensor(463.1170, device='cuda:0') (tensor(179.2229, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.4224 (0.3826930333380918) | > loader_time: 0.0052 (0.0043193106870770956)  --> TIME: 2024-06-12 01:37:46 -- STEP: 264/330 -- GLOBAL_STEP: 344675 | > loss_disc: 2.2725281715393066 (2.3632198382507665) | > loss_disc_real_0: 0.08038250356912613 (0.11728623238476839) | > loss_disc_real_1: 0.19298310577869415 (0.19755598089911716) | > loss_disc_real_2: 0.22711186110973358 (0.21240409192713824) | > loss_disc_real_3: 0.2141471952199936 (0.22836672842051042) | > loss_disc_real_4: 0.25374147295951843 (0.23030317676338283) | > loss_disc_real_5: 0.20674940943717957 (0.22157331290795948) | > loss_0: 2.2725281715393066 (2.3632198382507665) | > grad_norm_0: tensor(40.6367, device='cuda:0') (tensor(17.0823, device='cuda:0')) | > loss_gen: 2.6994266510009766 (2.4871472635052423) | > loss_kl: 2.047074794769287 (2.0195417417721306) | > loss_feat: 6.964326858520508 (6.971831076072924) | > loss_mel: 16.820070266723633 (17.19199183492949) | > loss_duration: 2.1449098587036133 (2.0319546957810743) | > loss_1: 30.67580795288086 (30.702466625155825) | > grad_norm_1: tensor(611.8096, device='cuda:0') (tensor(206.4511, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.4423 (0.38687132163481275) | > loader_time: 0.0078 (0.004461996483080315)  --> TIME: 2024-06-12 01:37:57 -- STEP: 289/330 -- GLOBAL_STEP: 344700 | > loss_disc: 2.425644636154175 (2.3656550600454485) | > loss_disc_real_0: 0.22262364625930786 (0.11894368632957597) | > loss_disc_real_1: 0.2437158226966858 (0.1981497172872088) | > loss_disc_real_2: 0.21999606490135193 (0.2123326172981295) | > loss_disc_real_3: 0.22772344946861267 (0.22854140339013201) | > loss_disc_real_4: 0.2064310759305954 (0.23040834110500905) | > loss_disc_real_5: 0.20852619409561157 (0.22064740909424616) | > loss_0: 2.425644636154175 (2.3656550600454485) | > grad_norm_0: tensor(21.1877, device='cuda:0') (tensor(19.3604, device='cuda:0')) | > loss_gen: 2.5905556678771973 (2.488878541339227) | > loss_kl: 2.0344793796539307 (2.021922758293811) | > loss_feat: 6.3933539390563965 (6.9810743364908285) | > loss_mel: 15.418013572692871 (17.136054167697992) | > loss_duration: 2.187286853790283 (2.041792970215163) | > loss_1: 28.623689651489258 (30.66972278476174) | > grad_norm_1: tensor(349.1732, device='cuda:0') (tensor(230.6700, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.4466 (0.3921593638027415) | > loader_time: 0.0064 (0.004620368917920597)  --> TIME: 2024-06-12 01:38:10 -- STEP: 314/330 -- GLOBAL_STEP: 344725 | > loss_disc: 2.2639026641845703 (2.3695438918034752) | > loss_disc_real_0: 0.10695166885852814 (0.1204856352963645) | > loss_disc_real_1: 0.19785496592521667 (0.19911527315712269) | > loss_disc_real_2: 0.18404516577720642 (0.21224432723347547) | > loss_disc_real_3: 0.22603829205036163 (0.22851268031225083) | > loss_disc_real_4: 0.2032434493303299 (0.23047943992219913) | > loss_disc_real_5: 0.18288512527942657 (0.22089937661483786) | > loss_0: 2.2639026641845703 (2.3695438918034752) | > grad_norm_0: tensor(36.3162, device='cuda:0') (tensor(20.9155, device='cuda:0')) | > loss_gen: 2.506695032119751 (2.485625648954112) | > loss_kl: 2.033811330795288 (2.026233294966872) | > loss_feat: 8.013663291931152 (6.9907420987536195) | > loss_mel: 16.329877853393555 (17.090190568547328) | > loss_duration: 2.257930040359497 (2.0547546300159176) | > loss_1: 31.141979217529297 (30.64754623971927) | > grad_norm_1: tensor(751.8645, device='cuda:0') (tensor(249.1104, device='cuda:0')) | > current_lr_0: 0.00018148741196402716 | > current_lr_1: 0.00018148741196402716 | > step_time: 0.5327 (0.4003567285598462) | > loader_time: 0.0081 (0.004814408387348148)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5526132583618164 (2.5526132583618164) | > loss_disc_real_0: 0.22596433758735657 (0.22596433758735657) | > loss_disc_real_1: 0.2539345622062683 (0.2539345622062683) | > loss_disc_real_2: 0.2748311161994934 (0.2748311161994934) | > loss_disc_real_3: 0.27495142817497253 (0.27495142817497253) | > loss_disc_real_4: 0.2671733498573303 (0.2671733498573303) | > loss_disc_real_5: 0.18520842492580414 (0.18520842492580414) | > loss_0: 2.5526132583618164 (2.5526132583618164) | > loss_gen: 2.5290184020996094 (2.5290184020996094) | > loss_kl: 3.1293818950653076 (3.1293818950653076) | > loss_feat: 5.630859375 (5.630859375) | > loss_mel: 16.502750396728516 (16.502750396728516) | > loss_duration: 3.2082467079162598 (3.2082467079162598) | > loss_1: 31.00025749206543 (31.00025749206543)  --> STEP: 1 | > loss_disc: 2.2559916973114014 (2.2559916973114014) | > loss_disc_real_0: 0.12403564900159836 (0.12403564900159836) | > loss_disc_real_1: 0.1405441015958786 (0.1405441015958786) | > loss_disc_real_2: 0.1381625533103943 (0.1381625533103943) | > loss_disc_real_3: 0.2642754316329956 (0.2642754316329956) | > loss_disc_real_4: 0.29170751571655273 (0.29170751571655273) | > loss_disc_real_5: 0.18864098191261292 (0.18864098191261292) | > loss_0: 2.2559916973114014 (2.2559916973114014) | > loss_gen: 2.474194288253784 (2.474194288253784) | > loss_kl: 3.7377164363861084 (3.7377164363861084) | > loss_feat: 6.320614814758301 (6.320614814758301) | > loss_mel: 17.46738624572754 (17.46738624572754) | > loss_duration: 2.511143684387207 (2.511143684387207) | > loss_1: 32.51105499267578 (32.51105499267578)  --> STEP: 2 | > loss_disc: 2.55716609954834 (2.4065788984298706) | > loss_disc_real_0: 0.09806419909000397 (0.11104992404580116) | > loss_disc_real_1: 0.16034366190433502 (0.1504438817501068) | > loss_disc_real_2: 0.2577171325683594 (0.19793984293937683) | > loss_disc_real_3: 0.3088729977607727 (0.28657421469688416) | > loss_disc_real_4: 0.29516932368278503 (0.2934384196996689) | > loss_disc_real_5: 0.2708781659603119 (0.2297595739364624) | > loss_0: 2.55716609954834 (2.4065788984298706) | > loss_gen: 2.291938066482544 (2.383066177368164) | > loss_kl: 2.791597843170166 (3.264657139778137) | > loss_feat: 6.170435905456543 (6.245525360107422) | > loss_mel: 18.332408905029297 (17.899897575378418) | > loss_duration: 2.539731979370117 (2.525437831878662) | > loss_1: 32.12611389160156 (32.31858444213867)  --> STEP: 3 | > loss_disc: 2.4911842346191406 (2.4347806771596274) | > loss_disc_real_0: 0.15135130286216736 (0.12448371698458989) | > loss_disc_real_1: 0.13559895753860474 (0.1454955736796061) | > loss_disc_real_2: 0.16364268958568573 (0.18650745848814645) | > loss_disc_real_3: 0.21232151985168457 (0.26182331641515094) | > loss_disc_real_4: 0.22488796710968018 (0.2705882688363393) | > loss_disc_real_5: 0.1884758323431015 (0.21599832673867544) | > loss_0: 2.4911842346191406 (2.4347806771596274) | > loss_gen: 2.094745635986328 (2.2869593302408853) | > loss_kl: 2.702486276626587 (3.0772668520609536) | > loss_feat: 5.338656902313232 (5.943235874176025) | > loss_mel: 16.690479278564453 (17.496758143107098) | > loss_duration: 2.2934319972991943 (2.4481025536855063) | > loss_1: 29.119800567626953 (31.252323150634766)  --> STEP: 4 | > loss_disc: 2.5106329917907715 (2.4537437558174133) | > loss_disc_real_0: 0.26994937658309937 (0.16085013188421726) | > loss_disc_real_1: 0.18055100739002228 (0.15425943210721016) | > loss_disc_real_2: 0.19258667528629303 (0.1880272626876831) | > loss_disc_real_3: 0.259922593832016 (0.2613481357693672) | > loss_disc_real_4: 0.2419554740190506 (0.26343007013201714) | > loss_disc_real_5: 0.23090194165706635 (0.21972423046827316) | > loss_0: 2.5106329917907715 (2.4537437558174133) | > loss_gen: 2.5634071826934814 (2.3560712933540344) | > loss_kl: 3.9919240474700928 (3.3059311509132385) | > loss_feat: 6.460373878479004 (6.07252037525177) | > loss_mel: 17.54294776916504 (17.508305549621582) | > loss_duration: 2.4120795726776123 (2.4390968084335327) | > loss_1: 32.970733642578125 (31.681925773620605)  --> STEP: 5 | > loss_disc: 2.628173828125 (2.488629770278931) | > loss_disc_real_0: 0.3212199807167053 (0.19292410165071489) | > loss_disc_real_1: 0.2413591593503952 (0.17167937755584717) | > loss_disc_real_2: 0.17149944603443146 (0.18472169935703278) | > loss_disc_real_3: 0.2746851444244385 (0.2640155375003815) | > loss_disc_real_4: 0.3057914078235626 (0.27190233767032623) | > loss_disc_real_5: 0.20510552823543549 (0.21680049002170562) | > loss_0: 2.628173828125 (2.488629770278931) | > loss_gen: 2.4585378170013428 (2.376564598083496) | > loss_kl: 2.857269287109375 (3.216198778152466) | > loss_feat: 5.133422374725342 (5.884700775146484) | > loss_mel: 18.906518936157227 (17.787948226928712) | > loss_duration: 2.353626251220703 (2.4220026969909667) | > loss_1: 31.709375381469727 (31.68741569519043)  --> STEP: 6 | > loss_disc: 2.5101118087768555 (2.492210110028585) | > loss_disc_real_0: 0.17134451866149902 (0.18932750448584557) | > loss_disc_real_1: 0.17328649759292603 (0.17194723089536032) | > loss_disc_real_2: 0.2760797441005707 (0.19994804014762244) | > loss_disc_real_3: 0.30410176515579224 (0.27069657544294995) | > loss_disc_real_4: 0.26838937401771545 (0.27131684372822445) | > loss_disc_real_5: 0.19005662202835083 (0.21234317868947983) | > loss_0: 2.5101118087768555 (2.492210110028585) | > loss_gen: 2.336399555206299 (2.36987042427063) | > loss_kl: 3.398738145828247 (3.246622006098429) | > loss_feat: 5.821498394012451 (5.8741670449574785) | > loss_mel: 17.280357360839844 (17.703349749247234) | > loss_duration: 2.175179958343506 (2.3808655738830566) | > loss_1: 31.012174606323242 (31.574875513712566)  --> STEP: 7 | > loss_disc: 2.307185649871826 (2.465778044291905) | > loss_disc_real_0: 0.12416130304336548 (0.18001804713691985) | > loss_disc_real_1: 0.24788960814476013 (0.18279614193098886) | > loss_disc_real_2: 0.2953415513038635 (0.213575684598514) | > loss_disc_real_3: 0.3040427267551422 (0.2754603113446917) | > loss_disc_real_4: 0.249549999833107 (0.26820729460035053) | > loss_disc_real_5: 0.19966688752174377 (0.21053227995123183) | > loss_0: 2.307185649871826 (2.465778044291905) | > loss_gen: 3.0345544815063477 (2.464825289590018) | > loss_kl: 4.2409138679504395 (3.3886637006487166) | > loss_feat: 8.62826919555664 (6.2676102093287875) | > loss_mel: 16.819364547729492 (17.57706614903041) | > loss_duration: 2.464948892593384 (2.3928774765559604) | > loss_1: 35.188053131103516 (32.09104374476841)  --> STEP: 8 | > loss_disc: 1.9860864877700806 (2.405816599726677) | > loss_disc_real_0: 0.10151737928390503 (0.170205463655293) | > loss_disc_real_1: 0.13370312750339508 (0.17665951512753963) | > loss_disc_real_2: 0.14030198752880096 (0.20441647246479988) | > loss_disc_real_3: 0.21674290299415588 (0.2681206353008747) | > loss_disc_real_4: 0.15719030797481537 (0.2543301712721586) | > loss_disc_real_5: 0.14712420105934143 (0.20260627008974552) | > loss_0: 1.9860864877700806 (2.405816599726677) | > loss_gen: 2.603431224822998 (2.4821510314941406) | > loss_kl: 3.218294620513916 (3.3673675656318665) | > loss_feat: 11.654970169067383 (6.941030204296112) | > loss_mel: 19.77223014831543 (17.85146164894104) | > loss_duration: 2.2505064010620117 (2.375081092119217) | > loss_1: 39.49943161010742 (33.01709222793579)  --> STEP: 9 | > loss_disc: 2.574455738067627 (2.4245542817645602) | > loss_disc_real_0: 0.2005968540906906 (0.1735822848147816) | > loss_disc_real_1: 0.1843523532152176 (0.17751427491505942) | > loss_disc_real_2: 0.2446955293416977 (0.20889192322889963) | > loss_disc_real_3: 0.3063816726207733 (0.27237186166975236) | > loss_disc_real_4: 0.26665446162223816 (0.2556995368666119) | > loss_disc_real_5: 0.351380318403244 (0.21913671990235647) | > loss_0: 2.574455738067627 (2.4245542817645602) | > loss_gen: 2.690112590789795 (2.50525787141588) | > loss_kl: 2.877471685409546 (3.3129346900516086) | > loss_feat: 7.706581115722656 (7.026091416676839) | > loss_mel: 19.943927764892578 (18.083957884046768) | > loss_duration: 2.180392265319824 (2.353449000252618) | > loss_1: 35.39848709106445 (33.28169165717231)  --> STEP: 10 | > loss_disc: 2.5486834049224854 (2.436967194080353) | > loss_disc_real_0: 0.15641768276691437 (0.1718658246099949) | > loss_disc_real_1: 0.16401781141757965 (0.17616462856531143) | > loss_disc_real_2: 0.19397740066051483 (0.20740047097206116) | > loss_disc_real_3: 0.31196409463882446 (0.27633108496665953) | > loss_disc_real_4: 0.31770721077919006 (0.2619003042578697) | > loss_disc_real_5: 0.2749883830547333 (0.22472188621759415) | > loss_0: 2.5486834049224854 (2.436967194080353) | > loss_gen: 2.3969123363494873 (2.4944233179092405) | > loss_kl: 2.8292224407196045 (3.264563465118408) | > loss_feat: 6.08958101272583 (6.932440376281738) | > loss_mel: 17.7296085357666 (18.04852294921875) | > loss_duration: 2.343687057495117 (2.3524728059768676) | > loss_1: 31.389009475708008 (33.09242343902588)  --> STEP: 11 | > loss_disc: 2.6079952716827393 (2.4525152011351152) | > loss_disc_real_0: 0.16588440537452698 (0.17132205922495236) | > loss_disc_real_1: 0.19912511110305786 (0.178251945159652) | > loss_disc_real_2: 0.24717511236667633 (0.2110163474624807) | > loss_disc_real_3: 0.31572699546813965 (0.279912531375885) | > loss_disc_real_4: 0.2837257981300354 (0.26388444006443024) | > loss_disc_real_5: 0.20748692750930786 (0.22315507178956812) | > loss_0: 2.6079952716827393 (2.4525152011351152) | > loss_gen: 2.2526097297668457 (2.4724402644417505) | > loss_kl: 3.372286558151245 (3.274356473575939) | > loss_feat: 4.7719316482543945 (6.736030491915616) | > loss_mel: 15.74424934387207 (17.83904353055087) | > loss_duration: 2.512150526046753 (2.3669889623468574) | > loss_1: 28.653226852416992 (32.688860112970524)  --> STEP: 12 | > loss_disc: 2.7678093910217285 (2.4787897169589996) | > loss_disc_real_0: 0.21407973766326904 (0.17488519909481207) | > loss_disc_real_1: 0.17422086000442505 (0.17791602139671645) | > loss_disc_real_2: 0.2838982045650482 (0.21708983555436134) | > loss_disc_real_3: 0.2760745882987976 (0.27959270278612774) | > loss_disc_real_4: 0.26675209403038025 (0.2641234112282594) | > loss_disc_real_5: 0.2665514051914215 (0.22677143290638924) | > loss_0: 2.7678093910217285 (2.4787897169589996) | > loss_gen: 2.115506649017334 (2.442695796489716) | > loss_kl: 3.648810386657715 (3.3055609663327536) | > loss_feat: 5.167320728302002 (6.605304678281148) | > loss_mel: 17.317129135131836 (17.79555066426595) | > loss_duration: 2.2848212718963623 (2.360141654809316) | > loss_1: 30.533588409423828 (32.509254137674965)  --> STEP: 13 | > loss_disc: 2.784194231033325 (2.502282371887794) | > loss_disc_real_0: 0.18160822987556458 (0.17540235530871612) | > loss_disc_real_1: 0.14282622933387756 (0.1752168066226519) | > loss_disc_real_2: 0.24724647402763367 (0.2194095769753823) | > loss_disc_real_3: 0.3039679229259491 (0.28146771971996015) | > loss_disc_real_4: 0.3211463987827301 (0.2685097948862956) | > loss_disc_real_5: 0.3243344724178314 (0.2342762820995771) | > loss_0: 2.784194231033325 (2.502282371887794) | > loss_gen: 2.263329029083252 (2.428898352843065) | > loss_kl: 3.0789167881011963 (3.2881267987764797) | > loss_feat: 5.3057732582092285 (6.505340722891001) | > loss_mel: 17.06283187866211 (17.73918768075796) | > loss_duration: 2.2484967708587646 (2.35155358681312) | > loss_1: 29.959346771240234 (32.313107417179985)  --> STEP: 14 | > loss_disc: 2.677018642425537 (2.5147635340690613) | > loss_disc_real_0: 0.2616041898727417 (0.18155962920614652) | > loss_disc_real_1: 0.21729105710983276 (0.1782221102288791) | > loss_disc_real_2: 0.2509424686431885 (0.22166192638022558) | > loss_disc_real_3: 0.2840607464313507 (0.2816529359136309) | > loss_disc_real_4: 0.2913493514060974 (0.27014119178056717) | > loss_disc_real_5: 0.28244638442993164 (0.2377170036946024) | > loss_0: 2.677018642425537 (2.5147635340690613) | > loss_gen: 2.533764123916626 (2.4363887650626053) | > loss_kl: 3.781416893005371 (3.323361805507115) | > loss_feat: 6.617706775665283 (6.513366869517735) | > loss_mel: 17.763669967651367 (17.740936415536062) | > loss_duration: 2.4331393241882324 (2.357381139482771) | > loss_1: 33.129695892333984 (32.371435165405266)  --> STEP: 15 | > loss_disc: 2.762700319290161 (2.5312926530838014) | > loss_disc_real_0: 0.2187604308128357 (0.18403968264659246) | > loss_disc_real_1: 0.14745034277439117 (0.1761706590652466) | > loss_disc_real_2: 0.26063963770866394 (0.22426044046878815) | > loss_disc_real_3: 0.26015862822532654 (0.28021998206774396) | > loss_disc_real_4: 0.2728889286518097 (0.27032437423865) | > loss_disc_real_5: 0.23279809951782227 (0.23738907674948376) | > loss_0: 2.762700319290161 (2.5312926530838014) | > loss_gen: 2.0460588932037354 (2.410366773605347) | > loss_kl: 4.119681358337402 (3.376449775695801) | > loss_feat: 5.977670669555664 (6.4776537895202635) | > loss_mel: 16.9133243560791 (17.685762278238933) | > loss_duration: 2.4202089309692383 (2.3615696589152018) | > loss_1: 31.476943969726562 (32.311802419026684)  --> STEP: 16 | > loss_disc: 2.6035406589508057 (2.535808153450489) | > loss_disc_real_0: 0.16348585486412048 (0.18275506841018796) | > loss_disc_real_1: 0.23072907328605652 (0.1795805599540472) | > loss_disc_real_2: 0.27467918395996094 (0.22741161193698645) | > loss_disc_real_3: 0.28606826066970825 (0.2805854994803667) | > loss_disc_real_4: 0.2959040701389313 (0.2719231052324176) | > loss_disc_real_5: 0.2976435422897339 (0.24115498084574938) | > loss_0: 2.6035406589508057 (2.535808153450489) | > loss_gen: 2.6845476627349854 (2.4275030791759495) | > loss_kl: 3.0460383892059326 (3.355799064040184) | > loss_feat: 7.547224044799805 (6.544501930475235) | > loss_mel: 16.104171752929688 (17.586912870407104) | > loss_duration: 2.3872828483581543 (2.3631767332553864) | > loss_1: 31.769264221191406 (32.27789378166198)  --> STEP: 17 | > loss_disc: 2.595278739929199 (2.5393064232433544) | > loss_disc_real_0: 0.22948402166366577 (0.18550383036627488) | > loss_disc_real_1: 0.28573399782180786 (0.18582487982862136) | > loss_disc_real_2: 0.26200079917907715 (0.2294462700100506) | > loss_disc_real_3: 0.30344870686531067 (0.28193039403242226) | > loss_disc_real_4: 0.2731347978115082 (0.27199438126648173) | > loss_disc_real_5: 0.23006169497966766 (0.24050243461833282) | > loss_0: 2.595278739929199 (2.5393064232433544) | > loss_gen: 2.6675260066986084 (2.4416220749125763) | > loss_kl: 2.4754858016967773 (3.3040159309611603) | > loss_feat: 5.635581016540527 (6.491035994361429) | > loss_mel: 16.405784606933594 (17.517434737261603) | > loss_duration: 2.4614691734313965 (2.368958641501034) | > loss_1: 29.64584732055664 (32.12306751924402)  --> STEP: 18 | > loss_disc: 2.2642173767089844 (2.5240236984358893) | > loss_disc_real_0: 0.11885711550712585 (0.18180123509632218) | > loss_disc_real_1: 0.15441995859146118 (0.18408016198211247) | > loss_disc_real_2: 0.21044279634952545 (0.22839052147335476) | > loss_disc_real_3: 0.186788409948349 (0.2766447282499737) | > loss_disc_real_4: 0.20268620550632477 (0.2681439270575841) | > loss_disc_real_5: 0.20432618260383606 (0.23849264283974966) | > loss_0: 2.2642173767089844 (2.5240236984358893) | > loss_gen: 2.329664707183838 (2.4354022211498685) | > loss_kl: 2.809508800506592 (3.276543312602573) | > loss_feat: 5.826690196990967 (6.454127894507514) | > loss_mel: 17.23870277404785 (17.501949628194172) | > loss_duration: 2.25146484375 (2.362431208292643) | > loss_1: 30.456029891967773 (32.03045431772867)  --> STEP: 19 | > loss_disc: 2.273397922515869 (2.5108328681243095) | > loss_disc_real_0: 0.1557474136352539 (0.18042998133521332) | > loss_disc_real_1: 0.19935490190982819 (0.18488409566251854) | > loss_disc_real_2: 0.20942582190036774 (0.22739237939056597) | > loss_disc_real_3: 0.24204513430595398 (0.27482369698976217) | > loss_disc_real_4: 0.21823248267173767 (0.26551700893201324) | > loss_disc_real_5: 0.2037355899810791 (0.2366633242682407) | > loss_0: 2.273397922515869 (2.5108328681243095) | > loss_gen: 2.5040464401245117 (2.4390150747801127) | > loss_kl: 1.8222466707229614 (3.2000013840825936) | > loss_feat: 6.805764198303223 (6.472635068391499) | > loss_mel: 16.881820678710938 (17.469311262431898) | > loss_duration: 2.351369619369507 (2.361849019401952) | > loss_1: 30.36524772644043 (31.9428118655556)  --> STEP: 20 | > loss_disc: 2.388371706008911 (2.5047098100185394) | > loss_disc_real_0: 0.18647652864456177 (0.18073230870068074) | > loss_disc_real_1: 0.2269248515367508 (0.18698613345623014) | > loss_disc_real_2: 0.2803124487400055 (0.23003838285803796) | > loss_disc_real_3: 0.20683035254478455 (0.2714240297675133) | > loss_disc_real_4: 0.23990122973918915 (0.26423621997237207) | > loss_disc_real_5: 0.18147245049476624 (0.23390378057956696) | > loss_0: 2.388371706008911 (2.5047098100185394) | > loss_gen: 2.495985984802246 (2.4418636202812194) | > loss_kl: 2.1645171642303467 (3.148227173089981) | > loss_feat: 7.207380294799805 (6.509372329711914) | > loss_mel: 18.035327911376953 (17.497612094879152) | > loss_duration: 2.2823843955993652 (2.3578757882118224) | > loss_1: 32.18559646606445 (31.954951095581045)  --> STEP: 21 | > loss_disc: 2.3745357990264893 (2.4985110475903465) | > loss_disc_real_0: 0.14951369166374207 (0.17924570788939795) | > loss_disc_real_1: 0.1235346570611 (0.18396463458027157) | > loss_disc_real_2: 0.2526289224624634 (0.23111412283920107) | > loss_disc_real_3: 0.2858250141143799 (0.27210979092688786) | > loss_disc_real_4: 0.19500760734081268 (0.26093961937086924) | > loss_disc_real_5: 0.19362778961658478 (0.23198587624799638) | > loss_0: 2.3745357990264893 (2.4985110475903465) | > loss_gen: 2.3939146995544434 (2.439580338341849) | > loss_kl: 2.7873384952545166 (3.131041997954959) | > loss_feat: 7.510598659515381 (6.55704977398827) | > loss_mel: 14.879096984863281 (17.372920899164107) | > loss_duration: 2.140523672103882 (2.3475256874447776) | > loss_1: 29.71147346496582 (31.84811882745651)  --> STEP: 22 | > loss_disc: 2.548229694366455 (2.5007709860801697) | > loss_disc_real_0: 0.23556360602378845 (0.18180561235005205) | > loss_disc_real_1: 0.19516213238239288 (0.1844736117530953) | > loss_disc_real_2: 0.2406969666481018 (0.23154970664869656) | > loss_disc_real_3: 0.27721479535102844 (0.27234183658253064) | > loss_disc_real_4: 0.2753048539161682 (0.26159258457747375) | > loss_disc_real_5: 0.18550176918506622 (0.22987296229059045) | > loss_0: 2.548229694366455 (2.5007709860801697) | > loss_gen: 2.3549764156341553 (2.4357347054914995) | > loss_kl: 2.7706873416900635 (3.114662240852009) | > loss_feat: 5.472685813903809 (6.50776050307534) | > loss_mel: 16.648277282714844 (17.339982552961867) | > loss_duration: 2.1850662231445312 (2.340141166340221) | > loss_1: 29.43169403076172 (31.738281336697654)  --> STEP: 23 | > loss_disc: 2.582716941833496 (2.5043338537216187) | > loss_disc_real_0: 0.2694573998451233 (0.18561655963244644) | > loss_disc_real_1: 0.290277898311615 (0.18907379812520483) | > loss_disc_real_2: 0.1640436053276062 (0.2286146587651709) | > loss_disc_real_3: 0.32978084683418274 (0.2748391848543416) | > loss_disc_real_4: 0.2380019873380661 (0.26056690643662994) | > loss_disc_real_5: 0.19662831723690033 (0.22842754294043002) | > loss_0: 2.582716941833496 (2.5043338537216187) | > loss_gen: 2.5391318798065186 (2.440230234809544) | > loss_kl: 2.8164424896240234 (3.101696164711662) | > loss_feat: 5.225785732269287 (6.452022469562033) | > loss_mel: 16.51879119873047 (17.304278581038762) | > loss_duration: 2.3293795585632324 (2.339673270349917) | > loss_1: 29.42953109741211 (31.637900891511325)  --> STEP: 24 | > loss_disc: 2.3935084342956543 (2.4997161279122033) | > loss_disc_real_0: 0.18115955591201782 (0.18543085114409527) | > loss_disc_real_1: 0.21921806037425995 (0.1903298090522488) | > loss_disc_real_2: 0.21951355040073395 (0.22823544591665268) | > loss_disc_real_3: 0.29559698700904846 (0.27570409327745443) | > loss_disc_real_4: 0.22954736649990082 (0.2592744256059329) | > loss_disc_real_5: 0.21357038617134094 (0.22780849474171797) | > loss_0: 2.3935084342956543 (2.4997161279122033) | > loss_gen: 2.583833694458008 (2.4462137122948966) | > loss_kl: 2.5107314586639404 (3.077072635293007) | > loss_feat: 7.36745548248291 (6.49016551176707) | > loss_mel: 17.26628875732422 (17.302695671717323) | > loss_duration: 2.399644136428833 (2.3421720564365383) | > loss_1: 32.127952575683594 (31.65831971168517)  --> STEP: 25 | > loss_disc: 2.6440162658691406 (2.505488133430481) | > loss_disc_real_0: 0.2037867307662964 (0.18616508632898332) | > loss_disc_real_1: 0.1876186728477478 (0.19022136360406874) | > loss_disc_real_2: 0.29724907875061035 (0.230995991230011) | > loss_disc_real_3: 0.32424309849739075 (0.2776456534862519) | > loss_disc_real_4: 0.27491411566734314 (0.2599000132083893) | > loss_disc_real_5: 0.307397723197937 (0.23099206387996674) | > loss_0: 2.6440162658691406 (2.505488133430481) | > loss_gen: 2.6549458503723145 (2.4545629978179933) | > loss_kl: 2.779073476791382 (3.065152668952942) | > loss_feat: 5.660231113433838 (6.4569681358337405) | > loss_mel: 17.159934997558594 (17.296985244750974) | > loss_duration: 2.364053249359131 (2.343047304153442) | > loss_1: 30.61823844909668 (31.616716461181632)  --> STEP: 26 | > loss_disc: 2.385185480117798 (2.50086110830307) | > loss_disc_real_0: 0.14274680614471436 (0.1844951524757422) | > loss_disc_real_1: 0.08209666609764099 (0.18606272139228308) | > loss_disc_real_2: 0.1715189665555954 (0.22870841335791808) | > loss_disc_real_3: 0.26045867800712585 (0.276984615967824) | > loss_disc_real_4: 0.26214611530303955 (0.2599864017504912) | > loss_disc_real_5: 0.28096622228622437 (0.23291414689559203) | > loss_0: 2.385185480117798 (2.50086110830307) | > loss_gen: 2.4735405445098877 (2.455292903459989) | > loss_kl: 2.7407138347625732 (3.052674252253312) | > loss_feat: 8.696165084838867 (6.54309109541086) | > loss_mel: 19.454538345336914 (17.379968056311974) | > loss_duration: 2.3116254806518555 (2.341838772480304) | > loss_1: 35.67658615112305 (31.77286529541015) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023235266025249768 (-0.00012519726386437053) | > avg_loss_disc: 2.50086110830307 (+0.09368049639921905) | > avg_loss_disc_real_0: 0.1844951524757422 (+0.033342986152722326) | > avg_loss_disc_real_1: 0.18606272139228308 (-0.02198033092113641) | > avg_loss_disc_real_2: 0.22870841335791808 (+0.036286120231334984) | > avg_loss_disc_real_3: 0.276984615967824 (+0.04942302749707156) | > avg_loss_disc_real_4: 0.2599864017504912 (+0.04493501037359238) | > avg_loss_disc_real_5: 0.23291414689559203 (-0.00616034063009116) | > avg_loss_0: 2.50086110830307 (+0.09368049639921905) | > avg_loss_gen: 2.455292903459989 (+0.16159925552514887) | > avg_loss_kl: 3.052674252253312 (+0.11246818762559174) | > avg_loss_feat: 6.54309109541086 (-0.17649520360506532) | > avg_loss_mel: 17.379968056311974 (+0.3699402442345203) | > avg_loss_duration: 2.341838772480304 (+0.0009632018896241767) | > avg_loss_1: 31.77286529541015 (+0.4684760020329328)  > EPOCH: 778/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:38:39)   --> TIME: 2024-06-12 01:38:43 -- STEP: 9/330 -- GLOBAL_STEP: 344750 | > loss_disc: 2.325687885284424 (2.3029766612582736) | > loss_disc_real_0: 0.076836958527565 (0.08817434393697315) | > loss_disc_real_1: 0.19540514051914215 (0.19024232857757145) | > loss_disc_real_2: 0.23715172708034515 (0.20272805955674914) | > loss_disc_real_3: 0.2326020896434784 (0.22539590464697945) | > loss_disc_real_4: 0.22902359068393707 (0.23582798573705885) | > loss_disc_real_5: 0.21678996086120605 (0.23294771876600054) | > loss_0: 2.325687885284424 (2.3029766612582736) | > grad_norm_0: tensor(8.1445, device='cuda:0') (tensor(8.0232, device='cuda:0')) | > loss_gen: 2.4706859588623047 (2.4842225445641413) | > loss_kl: 2.0068140029907227 (2.0492557419670954) | > loss_feat: 6.153662204742432 (6.883160909016927) | > loss_mel: 17.163753509521484 (17.807498931884766) | > loss_duration: 2.0584540367126465 (2.0992798805236816) | > loss_1: 29.853370666503906 (31.323418299357098) | > grad_norm_1: tensor(61.2538, device='cuda:0') (tensor(88.1680, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3597 (0.3616229163275825) | > loader_time: 0.0033 (0.0030245516035291883)  --> TIME: 2024-06-12 01:38:52 -- STEP: 34/330 -- GLOBAL_STEP: 344775 | > loss_disc: 2.407667636871338 (2.304351750542135) | > loss_disc_real_0: 0.14289116859436035 (0.09844033858355354) | > loss_disc_real_1: 0.24034284055233002 (0.19392474390128078) | > loss_disc_real_2: 0.21211281418800354 (0.20785995003055124) | > loss_disc_real_3: 0.2168073058128357 (0.22682881004670086) | > loss_disc_real_4: 0.2533325254917145 (0.22934788728461547) | > loss_disc_real_5: 0.2649689316749573 (0.22223367191412868) | > loss_0: 2.407667636871338 (2.304351750542135) | > grad_norm_0: tensor(13.3026, device='cuda:0') (tensor(8.4235, device='cuda:0')) | > loss_gen: 2.5963892936706543 (2.508420018588795) | > loss_kl: 1.9393584728240967 (1.9857465554686153) | > loss_feat: 7.353701591491699 (6.976995818755206) | > loss_mel: 18.038410186767578 (17.408134404350736) | > loss_duration: 2.010607957839966 (2.0105822086334237) | > loss_1: 31.93846893310547 (30.889879058389102) | > grad_norm_1: tensor(210.3862, device='cuda:0') (tensor(86.5401, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3511 (0.35772498916177187) | > loader_time: 0.0034 (0.0032917962354772233)  --> TIME: 2024-06-12 01:39:02 -- STEP: 59/330 -- GLOBAL_STEP: 344800 | > loss_disc: 2.3189141750335693 (2.319143141730358) | > loss_disc_real_0: 0.09331643581390381 (0.1009003208097765) | > loss_disc_real_1: 0.1825629621744156 (0.19534436676461817) | > loss_disc_real_2: 0.21676602959632874 (0.2094416805243088) | > loss_disc_real_3: 0.22848348319530487 (0.22747492209329442) | > loss_disc_real_4: 0.2506296932697296 (0.23065947450823704) | > loss_disc_real_5: 0.21520479023456573 (0.22222109315759045) | > loss_0: 2.3189141750335693 (2.319143141730358) | > grad_norm_0: tensor(9.4119, device='cuda:0') (tensor(9.3945, device='cuda:0')) | > loss_gen: 2.5030574798583984 (2.488342155844477) | > loss_kl: 1.8993850946426392 (1.9506475885035628) | > loss_feat: 7.113585948944092 (6.964074999599133) | > loss_mel: 16.652225494384766 (17.287564503944534) | > loss_duration: 1.937453269958496 (1.9918507135520551) | > loss_1: 30.10570526123047 (30.68247998771021) | > grad_norm_1: tensor(90.9235, device='cuda:0') (tensor(101.8735, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3667 (0.3590318388858084) | > loader_time: 0.0038 (0.0034101332648325774)  --> TIME: 2024-06-12 01:39:11 -- STEP: 84/330 -- GLOBAL_STEP: 344825 | > loss_disc: 2.3418822288513184 (2.323905669507528) | > loss_disc_real_0: 0.11934570968151093 (0.10381623526059446) | > loss_disc_real_1: 0.21323178708553314 (0.19570984921994664) | > loss_disc_real_2: 0.1765282303094864 (0.2082600841919581) | > loss_disc_real_3: 0.26637163758277893 (0.22888085636354627) | > loss_disc_real_4: 0.2366100400686264 (0.23156577508364404) | > loss_disc_real_5: 0.2439131736755371 (0.22230105829380808) | > loss_0: 2.3418822288513184 (2.323905669507528) | > grad_norm_0: tensor(5.7663, device='cuda:0') (tensor(9.5290, device='cuda:0')) | > loss_gen: 2.5655148029327393 (2.4910680112384602) | > loss_kl: 1.788884162902832 (1.9594849802198864) | > loss_feat: 6.568985462188721 (6.9939612320491245) | > loss_mel: 17.200716018676758 (17.237098637081335) | > loss_duration: 2.060218334197998 (1.9864761517161418) | > loss_1: 30.1843204498291 (30.668089049203054) | > grad_norm_1: tensor(131.2994, device='cuda:0') (tensor(114.2851, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3568 (0.3602383789562043) | > loader_time: 0.0038 (0.0035183117503211616)  --> TIME: 2024-06-12 01:39:21 -- STEP: 109/330 -- GLOBAL_STEP: 344850 | > loss_disc: 2.294323205947876 (2.326333398119026) | > loss_disc_real_0: 0.09481707960367203 (0.10607112178561884) | > loss_disc_real_1: 0.1734611690044403 (0.19587474719646875) | > loss_disc_real_2: 0.20431376993656158 (0.2079409321240329) | > loss_disc_real_3: 0.22336401045322418 (0.22846265273903488) | > loss_disc_real_4: 0.19804437458515167 (0.23092126326823453) | > loss_disc_real_5: 0.1994422823190689 (0.22229160696541497) | > loss_0: 2.294323205947876 (2.326333398119026) | > grad_norm_0: tensor(8.5045, device='cuda:0') (tensor(9.5886, device='cuda:0')) | > loss_gen: 2.571368932723999 (2.4918037182694173) | > loss_kl: 2.030243158340454 (1.9682282450002269) | > loss_feat: 7.280697345733643 (6.998735449729709) | > loss_mel: 17.707778930664062 (17.21341853185531) | > loss_duration: 1.9348783493041992 (1.9886179035956708) | > loss_1: 31.524967193603516 (30.660803891103203) | > grad_norm_1: tensor(166.8494, device='cuda:0') (tensor(116.5163, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3899 (0.3646169211886344) | > loader_time: 0.0045 (0.00370399230117098)  --> TIME: 2024-06-12 01:39:31 -- STEP: 134/330 -- GLOBAL_STEP: 344875 | > loss_disc: 2.3628809452056885 (2.341648815283136) | > loss_disc_real_0: 0.16263601183891296 (0.10954497532168431) | > loss_disc_real_1: 0.1757308542728424 (0.19650676101446152) | > loss_disc_real_2: 0.19310832023620605 (0.21003125107555248) | > loss_disc_real_3: 0.20781207084655762 (0.2293947718259114) | > loss_disc_real_4: 0.25706255435943604 (0.2315055611195849) | > loss_disc_real_5: 0.19163678586483002 (0.2226985528397916) | > loss_0: 2.3628809452056885 (2.341648815283136) | > grad_norm_0: tensor(20.7127, device='cuda:0') (tensor(10.1286, device='cuda:0')) | > loss_gen: 2.428011178970337 (2.4827564332022587) | > loss_kl: 2.091797351837158 (1.9741659458003826) | > loss_feat: 7.790241241455078 (6.991909012865665) | > loss_mel: 18.431673049926758 (17.248989567827817) | > loss_duration: 2.006314754486084 (1.9927261284927824) | > loss_1: 32.7480354309082 (30.69054700367486) | > grad_norm_1: tensor(362.6093, device='cuda:0') (tensor(125.5056, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3842 (0.3696423413148566) | > loader_time: 0.0043 (0.0038824793118149487)  --> TIME: 2024-06-12 01:39:41 -- STEP: 159/330 -- GLOBAL_STEP: 344900 | > loss_disc: 2.24696946144104 (2.344077900520662) | > loss_disc_real_0: 0.09990938007831573 (0.11018823654209293) | > loss_disc_real_1: 0.19012947380542755 (0.1965052780677688) | > loss_disc_real_2: 0.21145783364772797 (0.20914484213733073) | > loss_disc_real_3: 0.22821730375289917 (0.22995134194691977) | > loss_disc_real_4: 0.2056969851255417 (0.23168392769945492) | > loss_disc_real_5: 0.18741576373577118 (0.2224860963581493) | > loss_0: 2.24696946144104 (2.344077900520662) | > grad_norm_0: tensor(32.6690, device='cuda:0') (tensor(12.3595, device='cuda:0')) | > loss_gen: 2.5920023918151855 (2.484067706941807) | > loss_kl: 1.9597731828689575 (1.9765125588051178) | > loss_feat: 7.1307501792907715 (6.9716655803176595) | > loss_mel: 16.702835083007812 (17.232743815056182) | > loss_duration: 2.019902467727661 (1.9964816562784542) | > loss_1: 30.405263900756836 (30.661471264917147) | > grad_norm_1: tensor(397.5913, device='cuda:0') (tensor(155.5962, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3843 (0.3735915010080397) | > loader_time: 0.0048 (0.004039166108617245)  --> TIME: 2024-06-12 01:39:51 -- STEP: 184/330 -- GLOBAL_STEP: 344925 | > loss_disc: 2.425348997116089 (2.3431209027767186) | > loss_disc_real_0: 0.11016605794429779 (0.11085674693079098) | > loss_disc_real_1: 0.18436765670776367 (0.19595886459169184) | > loss_disc_real_2: 0.17631632089614868 (0.20955630221768565) | > loss_disc_real_3: 0.2365836501121521 (0.2291260186744773) | > loss_disc_real_4: 0.224617138504982 (0.2309346904411264) | > loss_disc_real_5: 0.182389497756958 (0.22166423272827399) | > loss_0: 2.425348997116089 (2.3431209027767186) | > grad_norm_0: tensor(8.8487, device='cuda:0') (tensor(13.9388, device='cuda:0')) | > loss_gen: 2.5048563480377197 (2.4898733431878286) | > loss_kl: 1.9865717887878418 (1.983132294986559) | > loss_feat: 7.012546539306641 (6.984379799469657) | > loss_mel: 16.82596206665039 (17.188285729159478) | > loss_duration: 2.0313477516174316 (2.0043186163124838) | > loss_1: 30.361284255981445 (30.64998980190443) | > grad_norm_1: tensor(336.6805, device='cuda:0') (tensor(185.4556, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.377 (0.3753097484941067) | > loader_time: 0.0048 (0.004152691882589592)  --> TIME: 2024-06-12 01:40:01 -- STEP: 209/330 -- GLOBAL_STEP: 344950 | > loss_disc: 2.4255919456481934 (2.3484064939489766) | > loss_disc_real_0: 0.13832199573516846 (0.11220065593434293) | > loss_disc_real_1: 0.20812737941741943 (0.19689866715070736) | > loss_disc_real_2: 0.2283630669116974 (0.2107332646133797) | > loss_disc_real_3: 0.23670262098312378 (0.22981700137186278) | > loss_disc_real_4: 0.2017529159784317 (0.23089134536291422) | > loss_disc_real_5: 0.1782914698123932 (0.22167314852824052) | > loss_0: 2.4255919456481934 (2.3484064939489766) | > grad_norm_0: tensor(28.0778, device='cuda:0') (tensor(16.0923, device='cuda:0')) | > loss_gen: 2.527000904083252 (2.498449916474555) | > loss_kl: 1.9426872730255127 (1.9904784831133755) | > loss_feat: 6.339728832244873 (6.997176861648924) | > loss_mel: 16.267494201660156 (17.201377617685424) | > loss_duration: 2.1168465614318848 (2.012706633960232) | > loss_1: 29.193758010864258 (30.700189499193403) | > grad_norm_1: tensor(470.2823, device='cuda:0') (tensor(213.3167, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.3977 (0.3770256110925993) | > loader_time: 0.0051 (0.004242365440113121)  --> TIME: 2024-06-12 01:40:11 -- STEP: 234/330 -- GLOBAL_STEP: 344975 | > loss_disc: 2.4441065788269043 (2.3472999864154382) | > loss_disc_real_0: 0.13400624692440033 (0.11437462048971245) | > loss_disc_real_1: 0.18743418157100677 (0.19699069520092422) | > loss_disc_real_2: 0.20279279351234436 (0.21020993462994567) | > loss_disc_real_3: 0.24869991838932037 (0.22967127914357388) | > loss_disc_real_4: 0.2597709894180298 (0.230200982437684) | > loss_disc_real_5: 0.23003923892974854 (0.22022102531204876) | > loss_0: 2.4441065788269043 (2.3472999864154382) | > grad_norm_0: tensor(16.3427, device='cuda:0') (tensor(18.7881, device='cuda:0')) | > loss_gen: 2.556394338607788 (2.503742098808287) | > loss_kl: 2.0638489723205566 (1.9934763679137597) | > loss_feat: 6.162657737731934 (6.999254230760101) | > loss_mel: 15.630993843078613 (17.160148001124714) | > loss_duration: 2.0848002433776855 (2.021492267775741) | > loss_1: 28.49869728088379 (30.67811296740149) | > grad_norm_1: tensor(281.2551, device='cuda:0') (tensor(240.0384, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.4179 (0.3795831468370225) | > loader_time: 0.0054 (0.0043669888096996845)  --> TIME: 2024-06-12 01:40:22 -- STEP: 259/330 -- GLOBAL_STEP: 345000 | > loss_disc: 2.403757095336914 (2.3495126194014966) | > loss_disc_real_0: 0.1046070009469986 (0.11576434410389326) | > loss_disc_real_1: 0.2338801473379135 (0.19715140414744273) | > loss_disc_real_2: 0.22849804162979126 (0.21026157797763706) | > loss_disc_real_3: 0.2592281699180603 (0.22985787666672444) | > loss_disc_real_4: 0.22572974860668182 (0.23021260433215432) | > loss_disc_real_5: 0.2259591817855835 (0.22064884208344124) | > loss_0: 2.403757095336914 (2.3495126194014966) | > grad_norm_0: tensor(22.8113, device='cuda:0') (tensor(20.6847, device='cuda:0')) | > loss_gen: 2.5092179775238037 (2.5070222427485973) | > loss_kl: 2.1001877784729004 (1.9969365808494304) | > loss_feat: 6.531114101409912 (7.018143246993135) | > loss_mel: 16.637901306152344 (17.144245578515484) | > loss_duration: 2.1359734535217285 (2.0295916344668434) | > loss_1: 29.91439437866211 (30.69593926654359) | > grad_norm_1: tensor(451.7781, device='cuda:0') (tensor(259.4549, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.4268 (0.3836171820357039) | > loader_time: 0.0065 (0.004531363262633098) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_345000.pth  --> TIME: 2024-06-12 01:40:38 -- STEP: 284/330 -- GLOBAL_STEP: 345025 | > loss_disc: 2.4497411251068115 (2.3528345840077995) | > loss_disc_real_0: 0.13245075941085815 (0.11677883244053998) | > loss_disc_real_1: 0.21556687355041504 (0.19722041298805829) | > loss_disc_real_2: 0.2257462739944458 (0.21066158999439688) | > loss_disc_real_3: 0.24038894474506378 (0.2296529885014178) | > loss_disc_real_4: 0.2696232497692108 (0.2306419896407866) | > loss_disc_real_5: 0.23108720779418945 (0.22100748672661646) | > loss_0: 2.4497411251068115 (2.3528345840077995) | > grad_norm_0: tensor(18.3970, device='cuda:0') (tensor(20.9594, device='cuda:0')) | > loss_gen: 2.4246978759765625 (2.5020388171706385) | > loss_kl: 2.0388801097869873 (2.00426908907756) | > loss_feat: 7.548569679260254 (7.015386334607299) | > loss_mel: 17.433143615722656 (17.108679109895732) | > loss_duration: 2.147820472717285 (2.0394869241076474) | > loss_1: 31.59311294555664 (30.669860268982365) | > grad_norm_1: tensor(343.8747, device='cuda:0') (tensor(265.9913, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.4443 (0.3893913609880796) | > loader_time: 0.0071 (0.00472373945612303)  --> TIME: 2024-06-12 01:40:50 -- STEP: 309/330 -- GLOBAL_STEP: 345050 | > loss_disc: 2.4650938510894775 (2.355145350243281) | > loss_disc_real_0: 0.14461475610733032 (0.11787190176184895) | > loss_disc_real_1: 0.2803111970424652 (0.19770630427355906) | > loss_disc_real_2: 0.2250877469778061 (0.2104601756365167) | > loss_disc_real_3: 0.23209533095359802 (0.22969975416521424) | > loss_disc_real_4: 0.2651287615299225 (0.23064629463509062) | > loss_disc_real_5: 0.2459312528371811 (0.22090630054859667) | > loss_0: 2.4650938510894775 (2.355145350243281) | > grad_norm_0: tensor(40.7910, device='cuda:0') (tensor(21.6965, device='cuda:0')) | > loss_gen: 2.3183512687683105 (2.498849957506247) | > loss_kl: 1.9653104543685913 (2.0074221732932775) | > loss_feat: 5.734195709228516 (7.016386686405317) | > loss_mel: 14.649357795715332 (17.057651510516404) | > loss_duration: 2.220574378967285 (2.051599887196687) | > loss_1: 26.88779067993164 (30.63191023150694) | > grad_norm_1: tensor(378.1441, device='cuda:0') (tensor(277.8131, device='cuda:0')) | > current_lr_0: 0.00018146472603753166 | > current_lr_1: 0.00018146472603753166 | > step_time: 0.5116 (0.3962183947702055) | > loader_time: 0.0074 (0.004908608772993859)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7630209922790527 (2.7630209922790527) | > loss_disc_real_0: 0.262692928314209 (0.262692928314209) | > loss_disc_real_1: 0.303398460149765 (0.303398460149765) | > loss_disc_real_2: 0.2667155861854553 (0.2667155861854553) | > loss_disc_real_3: 0.26219019293785095 (0.26219019293785095) | > loss_disc_real_4: 0.270673930644989 (0.270673930644989) | > loss_disc_real_5: 0.2821924388408661 (0.2821924388408661) | > loss_0: 2.7630209922790527 (2.7630209922790527) | > loss_gen: 2.1947267055511475 (2.1947267055511475) | > loss_kl: 2.9264392852783203 (2.9264392852783203) | > loss_feat: 3.6951394081115723 (3.6951394081115723) | > loss_mel: 12.926716804504395 (12.926716804504395) | > loss_duration: 2.9632568359375 (2.9632568359375) | > loss_1: 24.706279754638672 (24.706279754638672)  --> STEP: 1 | > loss_disc: 2.2854409217834473 (2.2854409217834473) | > loss_disc_real_0: 0.07693497091531754 (0.07693497091531754) | > loss_disc_real_1: 0.21158334612846375 (0.21158334612846375) | > loss_disc_real_2: 0.096257284283638 (0.096257284283638) | > loss_disc_real_3: 0.19555245339870453 (0.19555245339870453) | > loss_disc_real_4: 0.21816740930080414 (0.21816740930080414) | > loss_disc_real_5: 0.2770564556121826 (0.2770564556121826) | > loss_0: 2.2854409217834473 (2.2854409217834473) | > loss_gen: 2.2419793605804443 (2.2419793605804443) | > loss_kl: 3.8896615505218506 (3.8896615505218506) | > loss_feat: 6.202914714813232 (6.202914714813232) | > loss_mel: 17.060287475585938 (17.060287475585938) | > loss_duration: 2.450007677078247 (2.450007677078247) | > loss_1: 31.844850540161133 (31.844850540161133)  --> STEP: 2 | > loss_disc: 2.4836037158966064 (2.384522318840027) | > loss_disc_real_0: 0.20125709474086761 (0.13909603282809258) | > loss_disc_real_1: 0.21557606756687164 (0.2135797068476677) | > loss_disc_real_2: 0.1831764429807663 (0.13971686363220215) | > loss_disc_real_3: 0.2579084634780884 (0.22673045843839645) | > loss_disc_real_4: 0.2667008936405182 (0.24243415147066116) | > loss_disc_real_5: 0.31118279695510864 (0.29411962628364563) | > loss_0: 2.4836037158966064 (2.384522318840027) | > loss_gen: 2.38395094871521 (2.312965154647827) | > loss_kl: 2.961214065551758 (3.425437808036804) | > loss_feat: 4.895099639892578 (5.549007177352905) | > loss_mel: 17.339120864868164 (17.19970417022705) | > loss_duration: 2.490934371948242 (2.4704710245132446) | > loss_1: 30.07032012939453 (30.957585334777832)  --> STEP: 3 | > loss_disc: 2.388171911239624 (2.3857388496398926) | > loss_disc_real_0: 0.1696086823940277 (0.1492669160167376) | > loss_disc_real_1: 0.18863895535469055 (0.20526612301667532) | > loss_disc_real_2: 0.15400314331054688 (0.14447895685831705) | > loss_disc_real_3: 0.21813133358955383 (0.22386408348878226) | > loss_disc_real_4: 0.21442586183547974 (0.23309805492560068) | > loss_disc_real_5: 0.23984161019325256 (0.2760269542535146) | > loss_0: 2.388171911239624 (2.3857388496398926) | > loss_gen: 2.209435224533081 (2.2784551779429116) | > loss_kl: 3.1121673583984375 (3.321014324824015) | > loss_feat: 5.90940523147583 (5.669139862060547) | > loss_mel: 16.81903076171875 (17.072813034057617) | > loss_duration: 2.361264944076538 (2.4340689977010093) | > loss_1: 30.41130256652832 (30.77549107869466)  --> STEP: 4 | > loss_disc: 2.4363245964050293 (2.3983852863311768) | > loss_disc_real_0: 0.12160561233758926 (0.14235159009695053) | > loss_disc_real_1: 0.21659040451049805 (0.208097193390131) | > loss_disc_real_2: 0.21708720922470093 (0.16263101994991302) | > loss_disc_real_3: 0.2823222279548645 (0.2384786196053028) | > loss_disc_real_4: 0.21117204427719116 (0.2276165522634983) | > loss_disc_real_5: 0.22352394461631775 (0.2629012018442154) | > loss_0: 2.4363245964050293 (2.3983852863311768) | > loss_gen: 2.2869787216186523 (2.280586063861847) | > loss_kl: 3.265096426010132 (3.3070348501205444) | > loss_feat: 6.55875301361084 (5.89154314994812) | > loss_mel: 17.374711990356445 (17.148287773132324) | > loss_duration: 2.3976616859436035 (2.4249671697616577) | > loss_1: 31.883203506469727 (31.052419185638428)  --> STEP: 5 | > loss_disc: 2.6215744018554688 (2.443023109436035) | > loss_disc_real_0: 0.15330909192562103 (0.14454309046268463) | > loss_disc_real_1: 0.3424832820892334 (0.2349744111299515) | > loss_disc_real_2: 0.19351264834403992 (0.1688073456287384) | > loss_disc_real_3: 0.20588864386081696 (0.23196062445640564) | > loss_disc_real_4: 0.17948836088180542 (0.21799091398715972) | > loss_disc_real_5: 0.19161848723888397 (0.2486446589231491) | > loss_0: 2.6215744018554688 (2.443023109436035) | > loss_gen: 2.047734260559082 (2.234015703201294) | > loss_kl: 2.90720796585083 (3.2270694732666017) | > loss_feat: 5.134791374206543 (5.740192794799805) | > loss_mel: 19.319278717041016 (17.582485961914063) | > loss_duration: 2.378859043121338 (2.4157455444335936) | > loss_1: 31.787870407104492 (31.19950942993164)  --> STEP: 6 | > loss_disc: 2.4075984954833984 (2.4371190071105957) | > loss_disc_real_0: 0.06743942946195602 (0.13169248029589653) | > loss_disc_real_1: 0.22336678206920624 (0.23303980628649393) | > loss_disc_real_2: 0.20625470578670502 (0.17504857232173285) | > loss_disc_real_3: 0.21672609448432922 (0.22942153612772623) | > loss_disc_real_4: 0.2217193990945816 (0.21861232817173004) | > loss_disc_real_5: 0.16771574318408966 (0.23515650629997253) | > loss_0: 2.4075984954833984 (2.4371190071105957) | > loss_gen: 2.23394775390625 (2.2340043783187866) | > loss_kl: 3.2030649185180664 (3.2230687141418457) | > loss_feat: 5.903088092803955 (5.76734201113383) | > loss_mel: 18.810684204101562 (17.787185668945312) | > loss_duration: 2.186527729034424 (2.377542575200399) | > loss_1: 32.33731460571289 (31.389143625895183)  --> STEP: 7 | > loss_disc: 2.3535332679748535 (2.425178187234061) | > loss_disc_real_0: 0.1156892329454422 (0.1294063021029745) | > loss_disc_real_1: 0.2161296159029007 (0.23062406480312347) | > loss_disc_real_2: 0.2007678747177124 (0.17872275837830134) | > loss_disc_real_3: 0.25279808044433594 (0.2327610424586705) | > loss_disc_real_4: 0.27981728315353394 (0.2273558931691306) | > loss_disc_real_5: 0.2542761266231537 (0.23788788063185556) | > loss_0: 2.3535332679748535 (2.425178187234061) | > loss_gen: 2.4228298664093018 (2.2609794480460033) | > loss_kl: 4.102165699005127 (3.348653997693743) | > loss_feat: 7.183178424835205 (5.969604355948312) | > loss_mel: 17.208553314208984 (17.70452390398298) | > loss_duration: 2.487100601196289 (2.3931937217712402) | > loss_1: 33.40382766723633 (31.67695563180106)  --> STEP: 8 | > loss_disc: 2.5417139530181885 (2.439745157957077) | > loss_disc_real_0: 0.17859117686748505 (0.1355544114485383) | > loss_disc_real_1: 0.2270495593547821 (0.2301772516220808) | > loss_disc_real_2: 0.2066202163696289 (0.1822099406272173) | > loss_disc_real_3: 0.19810828566551208 (0.22842944785952568) | > loss_disc_real_4: 0.205672025680542 (0.22464540973305702) | > loss_disc_real_5: 0.2779514491558075 (0.24289582669734955) | > loss_0: 2.5417139530181885 (2.439745157957077) | > loss_gen: 2.062046766281128 (2.2361128628253937) | > loss_kl: 2.5362608432769775 (3.2471048533916473) | > loss_feat: 5.905910015106201 (5.961642563343048) | > loss_mel: 15.612641334533691 (17.44303858280182) | > loss_duration: 2.280280590057373 (2.379079580307007) | > loss_1: 28.397140502929688 (31.26697874069214)  --> STEP: 9 | > loss_disc: 2.4655685424804688 (2.4426144229041205) | > loss_disc_real_0: 0.1399126946926117 (0.13603866514232424) | > loss_disc_real_1: 0.22424699366092682 (0.22951833407084146) | > loss_disc_real_2: 0.17309413850307465 (0.18119707372453478) | > loss_disc_real_3: 0.23535487055778503 (0.22919893927044338) | > loss_disc_real_4: 0.22821231186389923 (0.2250417321920395) | > loss_disc_real_5: 0.23985594511032104 (0.2425580620765686) | > loss_0: 2.4655685424804688 (2.4426144229041205) | > loss_gen: 2.0517563819885254 (2.215628809399075) | > loss_kl: 3.331636667251587 (3.256497277153863) | > loss_feat: 6.464972496032715 (6.017568111419678) | > loss_mel: 18.08005142211914 (17.51381778717041) | > loss_duration: 2.19643497467041 (2.3587857352362738) | > loss_1: 32.12485122680664 (31.36229790581597)  --> STEP: 10 | > loss_disc: 2.732985019683838 (2.471651482582092) | > loss_disc_real_0: 0.2121778130531311 (0.1436525799334049) | > loss_disc_real_1: 0.2918648421764374 (0.23575298488140106) | > loss_disc_real_2: 0.3037155568599701 (0.1934489220380783) | > loss_disc_real_3: 0.23393447697162628 (0.22967249304056167) | > loss_disc_real_4: 0.27395758032798767 (0.2299333170056343) | > loss_disc_real_5: 0.30646461248397827 (0.24894871711730956) | > loss_0: 2.732985019683838 (2.471651482582092) | > loss_gen: 2.198894739151001 (2.2139554023742676) | > loss_kl: 2.385406017303467 (3.1693881511688233) | > loss_feat: 3.9602482318878174 (5.811836123466492) | > loss_mel: 12.706777572631836 (17.033113765716553) | > loss_duration: 2.3545546531677246 (2.358362627029419) | > loss_1: 23.60588264465332 (30.586656379699708)  --> STEP: 11 | > loss_disc: 2.6015172004699707 (2.4834574569355357) | > loss_disc_real_0: 0.13326773047447205 (0.14270850270986557) | > loss_disc_real_1: 0.383780837059021 (0.24921006235209378) | > loss_disc_real_2: 0.19051364064216614 (0.19318207827481357) | > loss_disc_real_3: 0.22425268590450287 (0.22917978330091995) | > loss_disc_real_4: 0.21402928233146667 (0.22848749567161908) | > loss_disc_real_5: 0.2478615641593933 (0.2488498850302263) | > loss_0: 2.6015172004699707 (2.4834574569355357) | > loss_gen: 2.2130706310272217 (2.2138749686154453) | > loss_kl: 3.8025333881378174 (3.2269468090750952) | > loss_feat: 6.097631454467773 (5.837817517193881) | > loss_mel: 17.483699798583984 (17.074076132340863) | > loss_duration: 2.4980921745300293 (2.371065313165838) | > loss_1: 32.095027923583984 (30.723781065507367)  --> STEP: 12 | > loss_disc: 2.6424455642700195 (2.496706465880076) | > loss_disc_real_0: 0.10762503743171692 (0.13978488060335317) | > loss_disc_real_1: 0.3140403628349304 (0.25461258739233017) | > loss_disc_real_2: 0.2322014719247818 (0.19643369441231093) | > loss_disc_real_3: 0.27918535470962524 (0.23334691425164542) | > loss_disc_real_4: 0.25117799639701843 (0.23037837073206902) | > loss_disc_real_5: 0.27837321162223816 (0.25131016224622726) | > loss_0: 2.6424455642700195 (2.496706465880076) | > loss_gen: 2.2630815505981445 (2.2179755171140036) | > loss_kl: 2.937947988510132 (3.202863574028015) | > loss_feat: 6.086757659912109 (5.858562529087067) | > loss_mel: 16.838468551635742 (17.054442167282104) | > loss_duration: 2.2927165031433105 (2.364536245663961) | > loss_1: 30.41897201538086 (30.69838031133016)  --> STEP: 13 | > loss_disc: 2.3077871799468994 (2.4821742131159854) | > loss_disc_real_0: 0.13094818592071533 (0.13910513485853487) | > loss_disc_real_1: 0.2648757994174957 (0.2554020652404198) | > loss_disc_real_2: 0.13447394967079163 (0.1916675602014248) | > loss_disc_real_3: 0.2257710099220276 (0.23276415238013634) | > loss_disc_real_4: 0.24487099051475525 (0.2314931876384295) | > loss_disc_real_5: 0.2514186501502991 (0.2513185074696174) | > loss_0: 2.3077871799468994 (2.4821742131159854) | > loss_gen: 2.4930899143218994 (2.2391381630530725) | > loss_kl: 3.791624069213867 (3.2481528428884654) | > loss_feat: 5.815098762512207 (5.855219162427462) | > loss_mel: 15.469038009643555 (16.93248800130991) | > loss_duration: 2.246370792388916 (2.355446595412034) | > loss_1: 29.81521987915039 (30.630444893470177)  --> STEP: 14 | > loss_disc: 2.4821577072143555 (2.482173034123012) | > loss_disc_real_0: 0.11626460403203964 (0.13747366837092806) | > loss_disc_real_1: 0.22823704779148102 (0.2534617068512099) | > loss_disc_real_2: 0.20578396320343018 (0.19267587470156805) | > loss_disc_real_3: 0.2338830828666687 (0.23284407598631723) | > loss_disc_real_4: 0.2652119994163513 (0.23390167419399535) | > loss_disc_real_5: 0.17445501685142517 (0.24582825813974657) | > loss_0: 2.4821577072143555 (2.482173034123012) | > loss_gen: 2.1657919883728027 (2.2338991505759105) | > loss_kl: 3.9572699069976807 (3.298804061753409) | > loss_feat: 6.826450824737549 (5.924592852592468) | > loss_mel: 18.32929801940918 (17.03226014545986) | > loss_duration: 2.3772945404052734 (2.357007162911551) | > loss_1: 33.656105041503906 (30.846563475472585)  --> STEP: 15 | > loss_disc: 2.344752311706543 (2.4730116526285806) | > loss_disc_real_0: 0.06495482474565506 (0.13263907879590986) | > loss_disc_real_1: 0.23927876353263855 (0.25251617729663844) | > loss_disc_real_2: 0.22405648231506348 (0.19476791520913442) | > loss_disc_real_3: 0.23844625055789948 (0.23321755429108937) | > loss_disc_real_4: 0.17374134063720703 (0.22989098529020946) | > loss_disc_real_5: 0.19628676772117615 (0.24252549211184188) | > loss_0: 2.344752311706543 (2.4730116526285806) | > loss_gen: 2.245661735534668 (2.234683322906494) | > loss_kl: 2.935742139816284 (3.2745999336242675) | > loss_feat: 8.194421768188477 (6.075914780298869) | > loss_mel: 19.017642974853516 (17.16461900075277) | > loss_duration: 2.3609814643859863 (2.3572721163431805) | > loss_1: 34.754451751708984 (31.107089360555012)  --> STEP: 16 | > loss_disc: 2.683156967163086 (2.4861457347869873) | > loss_disc_real_0: 0.3098326027393341 (0.14371367404237387) | > loss_disc_real_1: 0.29596808552742004 (0.2552319215610623) | > loss_disc_real_2: 0.25442394614219666 (0.1984964171424508) | > loss_disc_real_3: 0.22610044479370117 (0.2327727349475026) | > loss_disc_real_4: 0.20564500987529755 (0.22837561182677746) | > loss_disc_real_5: 0.2080245018005371 (0.24036918021738532) | > loss_0: 2.683156967163086 (2.4861457347869873) | > loss_gen: 2.170741558074951 (2.2306869626045227) | > loss_kl: 3.0100865364074707 (3.2580678462982178) | > loss_feat: 5.365560531616211 (6.031517639756203) | > loss_mel: 15.27497673034668 (17.046516358852386) | > loss_duration: 2.4353830814361572 (2.3621540516614914) | > loss_1: 28.25674819946289 (30.928943037986755)  --> STEP: 17 | > loss_disc: 2.518922805786133 (2.488073797786937) | > loss_disc_real_0: 0.12859952449798584 (0.14282460642211575) | > loss_disc_real_1: 0.28811773657798767 (0.2571663812679402) | > loss_disc_real_2: 0.2253425270318985 (0.20007560007712422) | > loss_disc_real_3: 0.23115351796150208 (0.23267748688950257) | > loss_disc_real_4: 0.21441037952899933 (0.22755412757396698) | > loss_disc_real_5: 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(3.1849598487218223) | > loss_feat: 8.510814666748047 (6.207604659928216) | > loss_mel: 17.27935218811035 (17.123321374257404) | > loss_duration: 2.2500176429748535 (2.361622201071845) | > loss_1: 32.647010803222656 (31.093620618184406)  --> STEP: 19 | > loss_disc: 2.4471614360809326 (2.4877890662143103) | > loss_disc_real_0: 0.18212196230888367 (0.1418372996543583) | > loss_disc_real_1: 0.2472364902496338 (0.2524960793946918) | > loss_disc_real_2: 0.22316671907901764 (0.2020964426429648) | > loss_disc_real_3: 0.24536283314228058 (0.23131011034313) | > loss_disc_real_4: 0.25656020641326904 (0.22497992295967906) | > loss_disc_real_5: 0.2196258157491684 (0.23874686815236745) | > loss_0: 2.4471614360809326 (2.4877890662143103) | > loss_gen: 2.376413106918335 (2.2245491429379114) | > loss_kl: 2.3319971561431885 (3.1400670754282096) | > loss_feat: 6.258469104766846 (6.210281735972354) | > loss_mel: 15.841545104980469 (17.055859465348092) | > loss_duration: 2.354597568511963 (2.3612524835686934) | > loss_1: 29.163021087646484 (30.99201011657715)  --> STEP: 20 | > loss_disc: 2.270840644836426 (2.476941645145416) | > loss_disc_real_0: 0.1112419068813324 (0.140307530015707) | > loss_disc_real_1: 0.33789560198783875 (0.25676605552434917) | > loss_disc_real_2: 0.14798597991466522 (0.19939091950654983) | > loss_disc_real_3: 0.163835808634758 (0.22793639525771142) | > loss_disc_real_4: 0.15104356408119202 (0.2212831050157547) | > loss_disc_real_5: 0.1774473786354065 (0.2356818936765194) | > loss_0: 2.270840644836426 (2.476941645145416) | > loss_gen: 2.2574846744537354 (2.2261959195137027) | > loss_kl: 2.3690617084503174 (3.101516807079315) | > loss_feat: 5.842541694641113 (6.191894733905793) | > loss_mel: 19.539949417114258 (17.1800639629364) | > loss_duration: 2.311004638671875 (2.3587400913238525) | > loss_1: 32.32004165649414 (31.058411693573)  --> STEP: 21 | > loss_disc: 2.3758254051208496 (2.472126586096627) | > loss_disc_real_0: 0.12196975201368332 (0.13943430249180114) | > loss_disc_real_1: 0.19996705651283264 (0.2540613412857055) | > loss_disc_real_2: 0.1596180498600006 (0.19749697333290464) | > loss_disc_real_3: 0.23266582190990448 (0.22816160605067298) | > loss_disc_real_4: 0.2749294638633728 (0.22383769353230795) | > loss_disc_real_5: 0.2331364005804062 (0.23556067971956163) | > loss_0: 2.3758254051208496 (2.472126586096627) | > loss_gen: 2.311556339263916 (2.23026070140657) | > loss_kl: 3.0459396839141846 (3.098870277404785) | > loss_feat: 6.335881233215332 (6.198751233872914) | > loss_mel: 16.08790397644043 (17.12805634453183) | > loss_duration: 2.148547410964966 (2.3487309160686674) | > loss_1: 29.929828643798828 (31.004669643583753)  --> STEP: 22 | > loss_disc: 2.642392635345459 (2.479865951971574) | > loss_disc_real_0: 0.19877904653549194 (0.14213179085742345) | > loss_disc_real_1: 0.2745807468891144 (0.25499404154040595) | > loss_disc_real_2: 0.1574202924966812 (0.1956753060221672) | > loss_disc_real_3: 0.17095987498760223 (0.22556152736598795) | > loss_disc_real_4: 0.2300279140472412 (0.22411906719207764) | > loss_disc_real_5: 0.20805108547210693 (0.2343102436174046) | > loss_0: 2.642392635345459 (2.479865951971574) | > loss_gen: 2.0061440467834473 (2.2200735807418828) | > loss_kl: 2.0212979316711426 (3.049889716235074) | > loss_feat: 6.1519670486450195 (6.196624679998918) | > loss_mel: 17.44557762145996 (17.142489129846748) | > loss_duration: 2.1975417137145996 (2.341858679598028) | > loss_1: 29.822528839111328 (30.950935970653187)  --> STEP: 23 | > loss_disc: 2.3959171772003174 (2.4762160052423887) | > loss_disc_real_0: 0.13902999460697174 (0.14199693015088205) | > loss_disc_real_1: 0.2913636267185211 (0.2565753278524979) | > loss_disc_real_2: 0.2187838852405548 (0.19668002685774927) | > loss_disc_real_3: 0.22888264060020447 (0.2257059235935626) | > loss_disc_real_4: 0.21126534044742584 (0.22356020950752756) | > loss_disc_real_5: 0.24019771814346313 (0.2345662207707115) | > loss_0: 2.3959171772003174 (2.4762160052423887) | > loss_gen: 2.458892822265625 (2.2304570260255234) | > loss_kl: 2.636145830154419 (3.0319008516228716) | > loss_feat: 7.489920616149902 (6.252854938092439) | > loss_mel: 17.30646514892578 (17.14961852198062) | > loss_duration: 2.3294477462768555 (2.341319073801455) | > loss_1: 32.22087097167969 (31.006150535915207)  --> STEP: 24 | > loss_disc: 2.533090353012085 (2.4785857697327924) | > loss_disc_real_0: 0.1840856820344925 (0.14375062814603248) | > loss_disc_real_1: 0.2906414270401001 (0.25799474865198135) | > loss_disc_real_2: 0.24316710233688354 (0.19861698833604655) | > loss_disc_real_3: 0.24155010282993317 (0.22636609772841135) | > loss_disc_real_4: 0.173541858792305 (0.22147611156105995) | > loss_disc_real_5: 0.19372431933879852 (0.2328644748777151) | > loss_0: 2.533090353012085 (2.4785857697327924) | > loss_gen: 2.139662742614746 (2.2266739308834076) | > loss_kl: 2.9209935665130615 (3.027279714743296) | > loss_feat: 4.94217586517334 (6.198243310054143) | > loss_mel: 17.196611404418945 (17.151576558748882) | > loss_duration: 2.443779230117798 (2.3455882469813027) | > loss_1: 29.64322280883789 (30.94936188062032)  --> STEP: 25 | > loss_disc: 2.2952282428741455 (2.471251468658447) | > loss_disc_real_0: 0.11329673230648041 (0.14253247231245042) | > loss_disc_real_1: 0.2045484483242035 (0.25585689663887023) | > loss_disc_real_2: 0.16151219606399536 (0.19713279664516448) | > loss_disc_real_3: 0.21230778098106384 (0.22580376505851746) | > loss_disc_real_4: 0.23676852881908417 (0.2220878082513809) | > loss_disc_real_5: 0.2164974808692932 (0.23220979511737824) | > loss_0: 2.2952282428741455 (2.471251468658447) | > loss_gen: 2.2768325805664062 (2.2286802768707275) | > loss_kl: 3.0193498134613037 (3.0269625186920166) | > loss_feat: 7.063259124755859 (6.232843942642212) | > loss_mel: 16.52660369873047 (17.126577644348146) | > loss_duration: 2.4330952167510986 (2.349088525772095) | > loss_1: 31.319141387939453 (30.964153060913088)  --> STEP: 26 | > loss_disc: 2.6291236877441406 (2.4773234770848194) | > loss_disc_real_0: 0.21616904437541962 (0.14536464816102618) | > loss_disc_real_1: 0.279951810836792 (0.2567836241080211) | > loss_disc_real_2: 0.2226351648569107 (0.1981136569610009) | > loss_disc_real_3: 0.24070224165916443 (0.22637678338931158) | > loss_disc_real_4: 0.23995892703533173 (0.22277515897384056) | > loss_disc_real_5: 0.2688285708427429 (0.2336182095683538) | > loss_0: 2.6291236877441406 (2.4773234770848194) | > loss_gen: 2.0645854473114014 (2.222368937272292) | > loss_kl: 2.311707019805908 (2.999452691811782) | > loss_feat: 1.5871169567108154 (6.054162135491004) | > loss_mel: 8.531341552734375 (16.79599164082454) | > loss_duration: 2.3134140968322754 (2.3477164323513326) | > loss_1: 16.808164596557617 (30.419691966130184) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023765197167029744 (+5.299311417799766e-05) | > avg_loss_disc: 2.4773234770848194 (-0.0235376312182507) | > avg_loss_disc_real_0: 0.14536464816102618 (-0.039130504314716014) | > avg_loss_disc_real_1: 0.2567836241080211 (+0.070720902715738) | > avg_loss_disc_real_2: 0.1981136569610009 (-0.030594756396917194) | > avg_loss_disc_real_3: 0.22637678338931158 (-0.050607832578512396) | > avg_loss_disc_real_4: 0.22277515897384056 (-0.03721124277665064) | > avg_loss_disc_real_5: 0.2336182095683538 (+0.0007040626727617683) | > avg_loss_0: 2.4773234770848194 (-0.0235376312182507) | > avg_loss_gen: 2.222368937272292 (-0.23292396618769695) | > avg_loss_kl: 2.999452691811782 (-0.05322156044153026) | > avg_loss_feat: 6.054162135491004 (-0.4889289599198561) | > avg_loss_mel: 16.79599164082454 (-0.5839764154874345) | > avg_loss_duration: 2.3477164323513326 (+0.00587765987102884) | > avg_loss_1: 30.419691966130184 (-1.353173329279965)  > EPOCH: 779/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:41:20)   --> TIME: 2024-06-12 01:41:22 -- STEP: 4/330 -- GLOBAL_STEP: 345075 | > loss_disc: 2.288309097290039 (2.300363302230835) | > loss_disc_real_0: 0.07829040288925171 (0.11906983703374863) | > loss_disc_real_1: 0.1816001981496811 (0.19413567334413528) | > loss_disc_real_2: 0.24340291321277618 (0.20078172534704208) | > loss_disc_real_3: 0.2186751812696457 (0.20661767199635506) | > loss_disc_real_4: 0.2075798511505127 (0.20893288776278496) | > loss_disc_real_5: 0.2096674144268036 (0.2115381322801113) | > loss_0: 2.288309097290039 (2.300363302230835) | > grad_norm_0: tensor(5.2065, device='cuda:0') (tensor(10.0797, device='cuda:0')) | > loss_gen: 2.4981436729431152 (2.4228641390800476) | > loss_kl: 1.62245774269104 (1.8301673531532288) | > loss_feat: 6.678357124328613 (6.570523619651794) | > loss_mel: 17.357574462890625 (17.810463905334473) | > loss_duration: 2.157318115234375 (2.1650445461273193) | > loss_1: 30.313852310180664 (30.799063205718994) | > grad_norm_1: tensor(61.6433, device='cuda:0') (tensor(73.0303, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3612 (0.3804088234901428) | > loader_time: 0.0028 (0.003060281276702881)  --> TIME: 2024-06-12 01:41:32 -- STEP: 29/330 -- GLOBAL_STEP: 345100 | > loss_disc: 2.3426029682159424 (2.3006848137954186) | > loss_disc_real_0: 0.12350761890411377 (0.1076471923754133) | > loss_disc_real_1: 0.21895185112953186 (0.1918718645284916) | > loss_disc_real_2: 0.21937157213687897 (0.20603845294179587) | > loss_disc_real_3: 0.24444225430488586 (0.22242845594882965) | > loss_disc_real_4: 0.2459510713815689 (0.22760589934628586) | > loss_disc_real_5: 0.22219030559062958 (0.21820878314560857) | > loss_0: 2.3426029682159424 (2.3006848137954186) | > grad_norm_0: tensor(10.9163, device='cuda:0') (tensor(7.8552, device='cuda:0')) | > loss_gen: 2.5661590099334717 (2.5122226846629174) | > loss_kl: 2.0413119792938232 (1.9009664880818333) | > loss_feat: 7.053701400756836 (7.011518889460071) | > loss_mel: 17.30956268310547 (17.46281538338497) | > loss_duration: 1.9800407886505127 (2.0214055447742862) | > loss_1: 30.950775146484375 (30.90892877249882) | > grad_norm_1: tensor(132.9358, device='cuda:0') (tensor(84.1139, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3776 (0.3644876069036023) | > loader_time: 0.0038 (0.0033098007070607154)  --> TIME: 2024-06-12 01:41:41 -- STEP: 54/330 -- GLOBAL_STEP: 345125 | > loss_disc: 2.3475582599639893 (2.322047255657337) | > loss_disc_real_0: 0.15047255158424377 (0.10899104867820386) | > loss_disc_real_1: 0.19085301458835602 (0.194739215903812) | > loss_disc_real_2: 0.18909966945648193 (0.20700125092709507) | > loss_disc_real_3: 0.20586234331130981 (0.22350758838432808) | > loss_disc_real_4: 0.23999591171741486 (0.23053470088375938) | > loss_disc_real_5: 0.23199813067913055 (0.22216920057932535) | > loss_0: 2.3475582599639893 (2.322047255657337) | > grad_norm_0: tensor(11.4958, device='cuda:0') (tensor(8.7891, device='cuda:0')) | > loss_gen: 2.490981101989746 (2.501361471635324) | > loss_kl: 1.777255892753601 (1.9150049421522353) | > loss_feat: 7.279147624969482 (7.006047019252071) | > loss_mel: 18.20772361755371 (17.397785963835545) | > loss_duration: 1.9545701742172241 (2.0014109567359646) | > loss_1: 31.709678649902344 (30.821610309459544) | > grad_norm_1: tensor(78.4483, device='cuda:0') (tensor(101.2979, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3511 (0.36623888545566136) | > loader_time: 0.0033 (0.003507803987573694)  --> TIME: 2024-06-12 01:41:51 -- STEP: 79/330 -- GLOBAL_STEP: 345150 | > loss_disc: 2.2803664207458496 (2.3350759125963045) | > loss_disc_real_0: 0.0937773585319519 (0.1095832061918476) | > loss_disc_real_1: 0.14438949525356293 (0.19577415702463702) | > loss_disc_real_2: 0.17221267521381378 (0.20840805806691134) | > loss_disc_real_3: 0.2325940579175949 (0.22543059534664395) | > loss_disc_real_4: 0.22565412521362305 (0.22959837656986865) | > loss_disc_real_5: 0.24252910912036896 (0.22159494818011416) | > loss_0: 2.2803664207458496 (2.3350759125963045) | > grad_norm_0: tensor(8.5822, device='cuda:0') (tensor(9.7364, device='cuda:0')) | > loss_gen: 2.4630861282348633 (2.496184029156648) | > loss_kl: 2.1169495582580566 (1.9456686354890655) | > loss_feat: 7.4334869384765625 (7.06100614161431) | > loss_mel: 17.644855499267578 (17.370371939260753) | > loss_duration: 1.949999451637268 (1.9934042541286616) | > loss_1: 31.60837745666504 (30.86663499663148) | > grad_norm_1: tensor(70.1953, device='cuda:0') (tensor(121.1809, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3845 (0.36779381051848203) | > loader_time: 0.004 (0.0036426978775217565)  --> TIME: 2024-06-12 01:42:00 -- STEP: 104/330 -- GLOBAL_STEP: 345175 | > loss_disc: 2.3068246841430664 (2.335713870250261) | > loss_disc_real_0: 0.15229538083076477 (0.11183904326305939) | > loss_disc_real_1: 0.20168735086917877 (0.1966745667159557) | > loss_disc_real_2: 0.18696138262748718 (0.20765796805230471) | > loss_disc_real_3: 0.21182435750961304 (0.22536610181515032) | > loss_disc_real_4: 0.22335278987884521 (0.230111329887922) | > loss_disc_real_5: 0.21806393563747406 (0.22089554913915121) | > loss_0: 2.3068246841430664 (2.335713870250261) | > grad_norm_0: tensor(11.0165, device='cuda:0') (tensor(10.8564, device='cuda:0')) | > loss_gen: 2.6322622299194336 (2.5075651338467226) | > loss_kl: 1.994537591934204 (1.9560120965425785) | > loss_feat: 8.24197769165039 (7.071248435057127) | > loss_mel: 17.83091163635254 (17.366114313785854) | > loss_duration: 2.0311222076416016 (1.9950147890127625) | > loss_1: 32.730812072753906 (30.89595471895658) | > grad_norm_1: tensor(165.3512, device='cuda:0') (tensor(143.9800, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3574 (0.3687664155776684) | > loader_time: 0.0037 (0.003724875358434824)  --> TIME: 2024-06-12 01:42:10 -- STEP: 129/330 -- GLOBAL_STEP: 345200 | > loss_disc: 2.313551664352417 (2.3437364212302265) | > loss_disc_real_0: 0.14078038930892944 (0.11272719542878543) | > loss_disc_real_1: 0.22639653086662292 (0.1976168656996054) | > loss_disc_real_2: 0.2158789187669754 (0.2090503837942153) | > loss_disc_real_3: 0.23702915012836456 (0.22708210718724153) | > loss_disc_real_4: 0.2370239645242691 (0.2306880501582641) | > loss_disc_real_5: 0.22609834372997284 (0.22114440071028332) | > loss_0: 2.313551664352417 (2.3437364212302265) | > grad_norm_0: tensor(5.7950, device='cuda:0') (tensor(10.5026, device='cuda:0')) | > loss_gen: 2.548213005065918 (2.4999326550683305) | > loss_kl: 1.9185394048690796 (1.9575046947760175) | > loss_feat: 6.625603199005127 (7.039512745169706) | > loss_mel: 17.4283390045166 (17.340099194253145) | > loss_duration: 1.9704372882843018 (1.9975431270377582) | > loss_1: 30.491132736206055 (30.834592434787012) | > grad_norm_1: tensor(153.4247, device='cuda:0') (tensor(138.0683, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3689 (0.37271154388900873) | > loader_time: 0.004 (0.00377724337023358)  --> TIME: 2024-06-12 01:42:20 -- STEP: 154/330 -- GLOBAL_STEP: 345225 | > loss_disc: 2.393500566482544 (2.348454925921056) | > loss_disc_real_0: 0.1517816185951233 (0.11379653017048712) | > loss_disc_real_1: 0.177617147564888 (0.19698813238314217) | > loss_disc_real_2: 0.19445262849330902 (0.20990584287550543) | > loss_disc_real_3: 0.20444616675376892 (0.22707589706043144) | > loss_disc_real_4: 0.2351820170879364 (0.230795274500723) | > loss_disc_real_5: 0.2202032506465912 (0.2212224199206798) | > loss_0: 2.393500566482544 (2.348454925921056) | > grad_norm_0: tensor(21.5845, device='cuda:0') (tensor(11.2426, device='cuda:0')) | > loss_gen: 2.5228443145751953 (2.4955812893904636) | > loss_kl: 1.991511344909668 (1.9666350445190033) | > loss_feat: 7.097424030303955 (7.026368515832083) | > loss_mel: 17.266637802124023 (17.354874072136823) | > loss_duration: 1.9930822849273682 (2.000530416315252) | > loss_1: 30.87150001525879 (30.843989310326513) | > grad_norm_1: tensor(136.1816, device='cuda:0') (tensor(146.4230, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3986 (0.3745219397854495) | > loader_time: 0.0042 (0.0038647496855104125)  --> TIME: 2024-06-12 01:42:30 -- STEP: 179/330 -- GLOBAL_STEP: 345250 | > loss_disc: 2.435509443283081 (2.356514516489465) | > loss_disc_real_0: 0.0881723165512085 (0.11606427103114528) | > loss_disc_real_1: 0.16639357805252075 (0.19729729504558627) | > loss_disc_real_2: 0.21203407645225525 (0.21042691487506782) | > loss_disc_real_3: 0.23222827911376953 (0.22760698415713604) | > loss_disc_real_4: 0.24739964306354523 (0.23221366648567454) | > loss_disc_real_5: 0.25025826692581177 (0.22219643479618947) | > loss_0: 2.435509443283081 (2.356514516489465) | > grad_norm_0: tensor(13.9536, device='cuda:0') (tensor(11.9337, device='cuda:0')) | > loss_gen: 2.360715627670288 (2.49111993885573) | > loss_kl: 2.0398802757263184 (1.9794850589176796) | > loss_feat: 6.794800281524658 (7.00789559486858) | > loss_mel: 16.977935791015625 (17.326558251620682) | > loss_duration: 2.046891927719116 (2.007416078498243) | > loss_1: 30.220224380493164 (30.812474895455985) | > grad_norm_1: tensor(142.2751, device='cuda:0') (tensor(157.0124, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.3985 (0.3768010259340595) | > loader_time: 0.0047 (0.0039474098376055654)  --> TIME: 2024-06-12 01:42:40 -- STEP: 204/330 -- GLOBAL_STEP: 345275 | > loss_disc: 2.3207287788391113 (2.356111347675322) | > loss_disc_real_0: 0.08889400959014893 (0.11637248577294397) | > loss_disc_real_1: 0.2012103646993637 (0.1969860022997155) | > loss_disc_real_2: 0.1977214366197586 (0.210646136572548) | > loss_disc_real_3: 0.2136685699224472 (0.22763413833636864) | > loss_disc_real_4: 0.20743194222450256 (0.2317777403137263) | > loss_disc_real_5: 0.20403623580932617 (0.2216290627040115) | > loss_0: 2.3207287788391113 (2.356111347675322) | > grad_norm_0: tensor(21.5895, device='cuda:0') (tensor(13.1225, device='cuda:0')) | > loss_gen: 2.5610463619232178 (2.4936984345024715) | > loss_kl: 2.036761999130249 (1.9867413406278573) | > loss_feat: 7.703147888183594 (7.011143733473385) | > loss_mel: 17.78990364074707 (17.311122824164002) | > loss_duration: 2.0118844509124756 (2.0147471714253515) | > loss_1: 32.102745056152344 (30.8174534591974) | > grad_norm_1: tensor(403.3706, device='cuda:0') (tensor(173.0807, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.4098 (0.3799229533064599) | > loader_time: 0.0049 (0.004061828641330494)  --> TIME: 2024-06-12 01:42:50 -- STEP: 229/330 -- GLOBAL_STEP: 345300 | > loss_disc: 2.2493393421173096 (2.3554230777457272) | > loss_disc_real_0: 0.12925267219543457 (0.11692762573343177) | > loss_disc_real_1: 0.13658733665943146 (0.19719307222220575) | > loss_disc_real_2: 0.17098060250282288 (0.2108336350673151) | > loss_disc_real_3: 0.22528646886348724 (0.227784462175515) | > loss_disc_real_4: 0.2190643697977066 (0.23079742074793602) | > loss_disc_real_5: 0.20341160893440247 (0.22099823045938816) | > loss_0: 2.2493393421173096 (2.3554230777457272) | > grad_norm_0: tensor(12.6549, device='cuda:0') (tensor(14.7427, device='cuda:0')) | > loss_gen: 2.7081408500671387 (2.5006294125552793) | > loss_kl: 2.024024724960327 (1.9940966211552182) | > loss_feat: 7.0385026931762695 (7.024173282639949) | > loss_mel: 17.468313217163086 (17.273426684750223) | > loss_duration: 2.1125097274780273 (2.02335777293126) | > loss_1: 31.35149383544922 (30.815683714687562) | > grad_norm_1: tensor(492.8151, device='cuda:0') (tensor(197.3766, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.425 (0.383051753564693) | > loader_time: 0.0053 (0.0042005126653279785)  --> TIME: 2024-06-12 01:43:01 -- STEP: 254/330 -- GLOBAL_STEP: 345325 | > loss_disc: 2.3400449752807617 (2.3584340876481646) | > loss_disc_real_0: 0.13312146067619324 (0.11780185783355254) | > loss_disc_real_1: 0.22225262224674225 (0.19776809156879666) | > loss_disc_real_2: 0.22686319053173065 (0.21085142531967538) | > loss_disc_real_3: 0.23973095417022705 (0.22787623336230675) | > loss_disc_real_4: 0.24513763189315796 (0.23099109577381705) | > loss_disc_real_5: 0.25010785460472107 (0.22081062232884835) | > loss_0: 2.3400449752807617 (2.3584340876481646) | > grad_norm_0: tensor(54.7069, device='cuda:0') (tensor(17.3487, device='cuda:0')) | > loss_gen: 2.561558246612549 (2.5062438540571326) | > loss_kl: 2.1545870304107666 (1.999570247695202) | > loss_feat: 7.884293079376221 (7.043871821380976) | > loss_mel: 17.239139556884766 (17.227873276537796) | > loss_duration: 2.0631752014160156 (2.0303303665063503) | > loss_1: 31.902751922607422 (30.80788951032744) | > grad_norm_1: tensor(498.0347, device='cuda:0') (tensor(219.8497, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.4346 (0.38700327159851555) | > loader_time: 0.0061 (0.004341908327237826)  --> TIME: 2024-06-12 01:43:13 -- STEP: 279/330 -- GLOBAL_STEP: 345350 | > loss_disc: 2.485823392868042 (2.358223262226281) | > loss_disc_real_0: 0.1683681309223175 (0.11863479931508342) | > loss_disc_real_1: 0.2519210875034332 (0.1976344304486415) | > loss_disc_real_2: 0.25851279497146606 (0.21063626250485792) | > loss_disc_real_3: 0.2705831825733185 (0.22812709885258828) | > loss_disc_real_4: 0.2657202184200287 (0.23077868512668062) | > loss_disc_real_5: 0.24324728548526764 (0.2203244741565438) | > loss_0: 2.485823392868042 (2.358223262226281) | > grad_norm_0: tensor(26.4839, device='cuda:0') (tensor(18.8511, device='cuda:0')) | > loss_gen: 2.591503858566284 (2.5085929260459006) | > loss_kl: 2.0679574012756348 (2.0078846023928736) | > loss_feat: 6.448427677154541 (7.058865089143049) | > loss_mel: 16.662616729736328 (17.187821466862935) | > loss_duration: 2.144226551055908 (2.039971464850996) | > loss_1: 29.914730072021484 (30.803135519813893) | > grad_norm_1: tensor(52.4245, device='cuda:0') (tensor(243.1864, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.4613 (0.39200154854832586) | > loader_time: 0.0059 (0.004490016609109856)  --> TIME: 2024-06-12 01:43:25 -- STEP: 304/330 -- GLOBAL_STEP: 345375 | > loss_disc: 2.2801437377929688 (2.362940607886564) | > loss_disc_real_0: 0.13377682864665985 (0.1195826637803724) | > loss_disc_real_1: 0.18331046402454376 (0.19804864391488464) | > loss_disc_real_2: 0.21318036317825317 (0.21098700435341974) | > loss_disc_real_3: 0.23957116901874542 (0.2288657197924821) | > loss_disc_real_4: 0.22185812890529633 (0.23166681605538256) | > loss_disc_real_5: 0.23383212089538574 (0.22097014356404543) | > loss_0: 2.2801437377929688 (2.362940607886564) | > grad_norm_0: tensor(33.9412, device='cuda:0') (tensor(19.9080, device='cuda:0')) | > loss_gen: 2.4975945949554443 (2.503389854180186) | > loss_kl: 2.1096129417419434 (2.0113573760578505) | > loss_feat: 7.985705375671387 (7.05680346645807) | > loss_mel: 17.380409240722656 (17.14898817162765) | > loss_duration: 2.1929931640625 (2.0508153842468015) | > loss_1: 32.16631317138672 (30.771354229826677) | > grad_norm_1: tensor(387.1666, device='cuda:0') (tensor(257.7376, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 0.4995 (0.39847236950146536) | > loader_time: 0.0068 (0.004666671156883236)  --> TIME: 2024-06-12 01:43:53 -- STEP: 329/330 -- GLOBAL_STEP: 345400 | > loss_disc: 2.5525455474853516 (2.366491590952074) | > loss_disc_real_0: 0.20919550955295563 (0.12150120436239388) | > loss_disc_real_1: 0.16379068791866302 (0.19811135489708742) | > loss_disc_real_2: 0.23518501222133636 (0.21097917252398551) | > loss_disc_real_3: 0.30818796157836914 (0.2288607679148938) | > loss_disc_real_4: 0.2409510761499405 (0.23181215472134414) | > loss_disc_real_5: 0.23589810729026794 (0.2212203899143677) | > loss_0: 2.5525455474853516 (2.366491590952074) | > grad_norm_0: tensor(19.3965, device='cuda:0') (tensor(20.5998, device='cuda:0')) | > loss_gen: 2.88051438331604 (2.5021179425317834) | > loss_kl: 2.2070860862731934 (2.020584516612229) | > loss_feat: 10.682839393615723 (7.14092537987196) | > loss_mel: 17.90288543701172 (17.10994798144309) | > loss_duration: 2.2992119789123535 (2.0654747424516993) | > loss_1: 35.972537994384766 (30.83905052486524) | > grad_norm_1: tensor(491.7023, device='cuda:0') (tensor(270.0279, device='cuda:0')) | > current_lr_0: 0.00018144204294677697 | > current_lr_1: 0.00018144204294677697 | > step_time: 14.3401 (0.45349932369127843) | > loader_time: 0.0336 (0.005114114030878592)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7293403148651123 (2.7293403148651123) | > loss_disc_real_0: 0.3317964971065521 (0.3317964971065521) | > loss_disc_real_1: 0.2026248276233673 (0.2026248276233673) | > loss_disc_real_2: 0.2830265462398529 (0.2830265462398529) | > loss_disc_real_3: 0.2867882251739502 (0.2867882251739502) | > loss_disc_real_4: 0.25766921043395996 (0.25766921043395996) | > loss_disc_real_5: 0.2318340241909027 (0.2318340241909027) | > loss_0: 2.7293403148651123 (2.7293403148651123) | > loss_gen: 2.5715720653533936 (2.5715720653533936) | > loss_kl: 2.088588237762451 (2.088588237762451) | > loss_feat: 6.964713096618652 (6.964713096618652) | > loss_mel: 16.409399032592773 (16.409399032592773) | > loss_duration: 3.0336339473724365 (3.0336339473724365) | > loss_1: 31.06790542602539 (31.06790542602539)  --> STEP: 1 | > loss_disc: 2.191128730773926 (2.191128730773926) | > loss_disc_real_0: 0.1054697036743164 (0.1054697036743164) | > loss_disc_real_1: 0.14926952123641968 (0.14926952123641968) | > loss_disc_real_2: 0.14425122737884521 (0.14425122737884521) | > loss_disc_real_3: 0.21870985627174377 (0.21870985627174377) | > loss_disc_real_4: 0.21610645949840546 (0.21610645949840546) | > loss_disc_real_5: 0.1900966912508011 (0.1900966912508011) | > loss_0: 2.191128730773926 (2.191128730773926) | > loss_gen: 2.3391613960266113 (2.3391613960266113) | > loss_kl: 3.8668534755706787 (3.8668534755706787) | > loss_feat: 5.647049903869629 (5.647049903869629) | > loss_mel: 16.848684310913086 (16.848684310913086) | > loss_duration: 2.4286136627197266 (2.4286136627197266) | > loss_1: 31.130361557006836 (31.130361557006836)  --> STEP: 2 | > loss_disc: 2.377526044845581 (2.2843273878097534) | > loss_disc_real_0: 0.04541373252868652 (0.07544171810150146) | > loss_disc_real_1: 0.18877480924129486 (0.16902216523885727) | > loss_disc_real_2: 0.21443304419517517 (0.1793421357870102) | > loss_disc_real_3: 0.27141228318214417 (0.24506106972694397) | > loss_disc_real_4: 0.2807714343070984 (0.24843894690275192) | > loss_disc_real_5: 0.2847863733768463 (0.2374415323138237) | > loss_0: 2.377526044845581 (2.2843273878097534) | > loss_gen: 2.4074220657348633 (2.3732917308807373) | > loss_kl: 3.0210530757904053 (3.443953275680542) | > loss_feat: 6.04034423828125 (5.8436970710754395) | > loss_mel: 19.856182098388672 (18.35243320465088) | > loss_duration: 2.476198196411133 (2.4524059295654297) | > loss_1: 33.80120086669922 (32.46578121185303)  --> STEP: 3 | > loss_disc: 2.24387788772583 (2.2708442211151123) | > loss_disc_real_0: 0.07990582287311554 (0.07692975302537282) | > loss_disc_real_1: 0.14856167137622833 (0.16220200061798096) | > loss_disc_real_2: 0.20373277366161346 (0.18747234841187796) | > loss_disc_real_3: 0.22721438109874725 (0.23911217351754507) | > loss_disc_real_4: 0.25890156626701355 (0.2519264866908391) | > loss_disc_real_5: 0.3090496063232422 (0.2613108903169632) | > loss_0: 2.24387788772583 (2.2708442211151123) | > loss_gen: 2.7376627922058105 (2.4947487513224282) | > loss_kl: 3.8967320919036865 (3.5948795477549234) | > loss_feat: 7.236146450042725 (6.307846864064534) | > loss_mel: 17.242448806762695 (17.982438405354817) | > loss_duration: 2.301499366760254 (2.4021037419637046) | > loss_1: 33.41448974609375 (32.782017389933266)  --> STEP: 4 | > loss_disc: 2.2510812282562256 (2.2659034729003906) | > loss_disc_real_0: 0.24823129177093506 (0.11975513771176338) | > loss_disc_real_1: 0.1710110902786255 (0.1644042730331421) | > loss_disc_real_2: 0.2164285033941269 (0.19471138715744019) | > loss_disc_real_3: 0.19373025000095367 (0.22776669263839722) | > loss_disc_real_4: 0.11885961145162582 (0.2186597678810358) | > loss_disc_real_5: 0.10893184691667557 (0.2232161294668913) | > loss_0: 2.2510812282562256 (2.2659034729003906) | > loss_gen: 2.3586487770080566 (2.4607237577438354) | > loss_kl: 3.5966029167175293 (3.595310389995575) | > loss_feat: 8.023391723632812 (6.736733078956604) | > loss_mel: 17.399974822998047 (17.836822509765625) | > loss_duration: 2.359001874923706 (2.391328275203705) | > loss_1: 33.73762130737305 (33.02091836929321)  --> STEP: 5 | > loss_disc: 2.3939154148101807 (2.2915058612823485) | > loss_disc_real_0: 0.31232041120529175 (0.15826819241046905) | > loss_disc_real_1: 0.20300458371639252 (0.17212433516979217) | > loss_disc_real_2: 0.24871857464313507 (0.20551282465457915) | > loss_disc_real_3: 0.2566901743412018 (0.23355138897895814) | > loss_disc_real_4: 0.26764652132987976 (0.22845711857080458) | > loss_disc_real_5: 0.17755331099033356 (0.21408356577157975) | > loss_0: 2.3939154148101807 (2.2915058612823485) | > loss_gen: 2.646343946456909 (2.49784779548645) | > loss_kl: 2.9240128993988037 (3.4610508918762206) | > loss_feat: 5.894094467163086 (6.5682053565979) | > loss_mel: 18.550762176513672 (17.979610443115234) | > loss_duration: 2.384629964828491 (2.3899886131286623) | > loss_1: 32.39984130859375 (32.89670295715332)  --> STEP: 6 | > loss_disc: 2.5275168418884277 (2.3308410247166953) | > loss_disc_real_0: 0.18915556371212006 (0.1634160876274109) | > loss_disc_real_1: 0.17812640964984894 (0.1731246809164683) | > loss_disc_real_2: 0.275844931602478 (0.21723484247922897) | > loss_disc_real_3: 0.2603480815887451 (0.23801750441392264) | > loss_disc_real_4: 0.2684343755245209 (0.2351199947297573) | > loss_disc_real_5: 0.24128347635269165 (0.21861688420176506) | > loss_0: 2.5275168418884277 (2.3308410247166953) | > loss_gen: 2.5935211181640625 (2.5137933492660522) | > loss_kl: 3.30190110206604 (3.4345259269078574) | > loss_feat: 5.479424476623535 (6.386741876602173) | > loss_mel: 17.84733772277832 (17.95756498972575) | > loss_duration: 2.218177318572998 (2.3613533973693848) | > loss_1: 31.44036102294922 (32.65397930145264)  --> STEP: 7 | > loss_disc: 2.4215288162231445 (2.343796423503331) | > loss_disc_real_0: 0.22686035931110382 (0.1724795550107956) | > loss_disc_real_1: 0.15865419805049896 (0.1710574690784727) | > loss_disc_real_2: 0.2723362445831299 (0.2251064713512148) | > loss_disc_real_3: 0.3244568109512329 (0.25036597677639555) | > loss_disc_real_4: 0.25181809067726135 (0.23750543700797216) | > loss_disc_real_5: 0.2282833606004715 (0.21999780940158026) | > loss_0: 2.4215288162231445 (2.343796423503331) | > loss_gen: 2.615104913711548 (2.528266429901123) | > loss_kl: 4.142452716827393 (3.5356583254677907) | > loss_feat: 6.55186653137207 (6.410331112997873) | > loss_mel: 18.069011688232422 (17.973485946655273) | > loss_duration: 2.4910051822662354 (2.3798750809260776) | > loss_1: 33.869441986083984 (32.82761682782854)  --> STEP: 8 | > loss_disc: 2.403637170791626 (2.3512765169143677) | > loss_disc_real_0: 0.236122727394104 (0.18043495155870914) | > loss_disc_real_1: 0.1857752650976181 (0.17289719358086586) | > loss_disc_real_2: 0.18055835366249084 (0.21953795664012432) | > loss_disc_real_3: 0.2562229037284851 (0.2510980926454067) | > loss_disc_real_4: 0.19760429859161377 (0.23251779470592737) | > loss_disc_real_5: 0.2519221603870392 (0.22398835327476263) | > loss_0: 2.403637170791626 (2.3512765169143677) | > loss_gen: 2.6092844009399414 (2.5383936762809753) | > loss_kl: 3.1949453353881836 (3.49306920170784) | > loss_feat: 6.759876251220703 (6.454024255275726) | > loss_mel: 15.743239402770996 (17.69470512866974) | > loss_duration: 2.2567830085754395 (2.364488571882248) | > loss_1: 30.564128875732422 (32.54468083381653)  --> STEP: 9 | > loss_disc: 2.5690104961395264 (2.3754691812727184) | > loss_disc_real_0: 0.3306944966316223 (0.1971304565668106) | > loss_disc_real_1: 0.2160721719264984 (0.17769441339704725) | > loss_disc_real_2: 0.2669163942337036 (0.22480222748385537) | > loss_disc_real_3: 0.2717965245246887 (0.2533979184097714) | > loss_disc_real_4: 0.21549899876117706 (0.2306268173787329) | > loss_disc_real_5: 0.1796812117099762 (0.2190653375453419) | > loss_0: 2.5690104961395264 (2.3754691812727184) | > loss_gen: 2.7045321464538574 (2.5568535063001843) | > loss_kl: 2.4883384704589844 (3.3814324537913003) | > loss_feat: 7.04392671585083 (6.519568973117405) | > loss_mel: 18.55414390563965 (17.79019832611084) | > loss_duration: 2.183241605758667 (2.344350020090739) | > loss_1: 32.97418212890625 (32.59240319993761)  --> STEP: 10 | > loss_disc: 2.221558094024658 (2.3600780725479127) | > loss_disc_real_0: 0.10505170375108719 (0.18792258128523825) | > loss_disc_real_1: 0.1701940894126892 (0.17694438099861146) | > loss_disc_real_2: 0.1333799511194229 (0.2156599998474121) | > loss_disc_real_3: 0.21638834476470947 (0.2496969610452652) | > loss_disc_real_4: 0.22977742552757263 (0.23054187819361688) | > loss_disc_real_5: 0.2783467769622803 (0.22499348148703574) | > loss_0: 2.221558094024658 (2.3600780725479127) | > loss_gen: 2.534977912902832 (2.554665946960449) | > loss_kl: 2.9148306846618652 (3.3347722768783568) | > loss_feat: 6.616157054901123 (6.529227781295776) | > loss_mel: 17.598520278930664 (17.771030521392824) | > loss_duration: 2.307116985321045 (2.3406267166137695) | > loss_1: 31.971603393554688 (32.53032321929932)  --> STEP: 11 | > loss_disc: 2.377209186553955 (2.361635446548462) | > loss_disc_real_0: 0.14805783331394196 (0.1842985132878477) | > loss_disc_real_1: 0.2243284434080124 (0.1812520230358297) | > loss_disc_real_2: 0.25785917043685913 (0.21949628808281638) | > loss_disc_real_3: 0.30388712882995605 (0.25462333993478253) | > loss_disc_real_4: 0.29476791620254517 (0.23638060892170126) | > loss_disc_real_5: 0.258958637714386 (0.22808122296224942) | > loss_0: 2.377209186553955 (2.361635446548462) | > loss_gen: 2.669731855392456 (2.565126484090632) | > loss_kl: 3.660968542098999 (3.3644264828075063) | > loss_feat: 5.755418300628662 (6.458881464871493) | > loss_mel: 17.09415054321289 (17.709495977921918) | > loss_duration: 2.509727716445923 (2.355999534780329) | > loss_1: 31.68999481201172 (32.45392972772772)  --> STEP: 12 | > loss_disc: 2.4392104148864746 (2.368100027243296) | > loss_disc_real_0: 0.16597528755664825 (0.18277157781024775) | > loss_disc_real_1: 0.19338545203208923 (0.18226314211885133) | > loss_disc_real_2: 0.200652614235878 (0.21792598192890486) | > loss_disc_real_3: 0.2635345458984375 (0.2553659404317538) | > loss_disc_real_4: 0.24315215647220612 (0.23694490455091) | > loss_disc_real_5: 0.18535512685775757 (0.22452071495354176) | > loss_0: 2.4392104148864746 (2.368100027243296) | > loss_gen: 2.503535032272339 (2.559993863105774) | > loss_kl: 2.825650215148926 (3.3195284605026245) | > loss_feat: 8.051742553710938 (6.591619888941447) | > loss_mel: 17.05452537536621 (17.65491509437561) | > loss_duration: 2.265343427658081 (2.348444859186808) | > loss_1: 32.70079803466797 (32.474502086639404)  --> STEP: 13 | > loss_disc: 2.319061756134033 (2.364327852542584) | > loss_disc_real_0: 0.09092871844768524 (0.175706742474666) | > loss_disc_real_1: 0.18382743000984192 (0.18238347195661986) | > loss_disc_real_2: 0.21385733783245087 (0.2176130093061007) | > loss_disc_real_3: 0.25573185086250305 (0.25539408738796526) | > loss_disc_real_4: 0.27532583475112915 (0.2398972837970807) | > loss_disc_real_5: 0.2293030172586441 (0.22488858436162656) | > loss_0: 2.319061756134033 (2.364327852542584) | > loss_gen: 2.3959238529205322 (2.5473730930915246) | > loss_kl: 3.1824121475219727 (3.3089810518118052) | > loss_feat: 6.282238006591797 (6.567821282606858) | > loss_mel: 15.245668411254883 (17.469588426443245) | > loss_duration: 2.2899065017700195 (2.3439419086162863) | > loss_1: 29.396148681640625 (32.23770567087027)  --> STEP: 14 | > loss_disc: 2.283937931060791 (2.3585857152938843) | > loss_disc_real_0: 0.2056766301393509 (0.17784744873642921) | > loss_disc_real_1: 0.13475759327411652 (0.1789816234792982) | > loss_disc_real_2: 0.24119572341442108 (0.21929748888526643) | > loss_disc_real_3: 0.1767205446958542 (0.24977454862424306) | > loss_disc_real_4: 0.22936689853668213 (0.23914511342133796) | > loss_disc_real_5: 0.19842837750911713 (0.22299856958644731) | > loss_0: 2.283937931060791 (2.3585857152938843) | > loss_gen: 2.5435662269592285 (2.547101174082075) | > loss_kl: 3.5966389179229736 (3.329528042248317) | > loss_feat: 6.588081359863281 (6.5692684309823175) | > loss_mel: 18.217792510986328 (17.52303157533918) | > loss_duration: 2.372809886932373 (2.346003907067435) | > loss_1: 33.318885803222656 (32.31493282318115)  --> STEP: 15 | > loss_disc: 2.4558377265930176 (2.3650691827138264) | > loss_disc_real_0: 0.24400022625923157 (0.18225763390461605) | > loss_disc_real_1: 0.21339081227779388 (0.1812755693991979) | > loss_disc_real_2: 0.30240610241889954 (0.22483806312084198) | > loss_disc_real_3: 0.310030072927475 (0.25379158357779186) | > loss_disc_real_4: 0.2643452286720276 (0.24082512110471727) | > loss_disc_real_5: 0.2655830979347229 (0.225837538142999) | > loss_0: 2.4558377265930176 (2.3650691827138264) | > loss_gen: 2.84637451171875 (2.56705272992452) | > loss_kl: 3.6029160022735596 (3.34775390625) | > loss_feat: 6.325493812561035 (6.553016789754232) | > loss_mel: 17.288299560546875 (17.507382774353026) | > loss_duration: 2.4222891330718994 (2.351089588801066) | > loss_1: 32.485374450683594 (32.32629559834798)  --> STEP: 16 | > loss_disc: 2.3911690711975098 (2.3667004257440567) | > loss_disc_real_0: 0.18015022575855255 (0.18212592089548707) | > loss_disc_real_1: 0.1707327961921692 (0.1806166460737586) | > loss_disc_real_2: 0.22389325499534607 (0.22477901261299849) | > loss_disc_real_3: 0.3402889668941498 (0.2591976700350642) | > loss_disc_real_4: 0.27105093002319336 (0.242714234162122) | > loss_disc_real_5: 0.25139233469963074 (0.2274347129277885) | > loss_0: 2.3911690711975098 (2.3667004257440567) | > loss_gen: 2.671074390411377 (2.5735540837049484) | > loss_kl: 2.72717022895813 (3.308967426419258) | > loss_feat: 7.924361228942871 (6.638725817203522) | > loss_mel: 15.994075775146484 (17.41280108690262) | > loss_duration: 2.4363980293273926 (2.3564213663339615) | > loss_1: 31.75307846069336 (32.29046952724457)  --> STEP: 17 | > loss_disc: 2.439619302749634 (2.370989771450267) | > loss_disc_real_0: 0.12124120444059372 (0.1785444669863757) | > loss_disc_real_1: 0.13716308772563934 (0.17806055440622218) | > loss_disc_real_2: 0.2813381552696228 (0.22810602100456462) | > loss_disc_real_3: 0.32571282982826233 (0.26311032649348765) | > loss_disc_real_4: 0.29355984926223755 (0.24570515269742293) | > loss_disc_real_5: 0.2649837136268616 (0.2296434776747928) | > loss_0: 2.439619302749634 (2.370989771450267) | > loss_gen: 2.5473265647888184 (2.572011288474588) | > loss_kl: 2.9336729049682617 (3.2868912780986115) | > loss_feat: 6.362245559692383 (6.622462272644043) | > loss_mel: 17.016687393188477 (17.38950028139002) | > loss_duration: 2.483010768890381 (2.363867801778457) | > loss_1: 31.342945098876953 (32.23473279616412)  --> STEP: 18 | > loss_disc: 2.620126724243164 (2.3848307132720947) | > loss_disc_real_0: 0.1573353111743927 (0.17736618055237663) | > loss_disc_real_1: 0.1892678588628769 (0.17868318243159187) | > loss_disc_real_2: 0.24126768112182617 (0.22883722434441248) | > loss_disc_real_3: 0.35566258430480957 (0.26825211859411663) | > loss_disc_real_4: 0.3098510205745697 (0.24926881202393109) | > loss_disc_real_5: 0.3452662229537964 (0.23606696352362633) | > loss_0: 2.620126724243164 (2.3848307132720947) | > loss_gen: 2.673454761505127 (2.5776470369762845) | > loss_kl: 2.7233939170837402 (3.255585869153341) | > loss_feat: 7.446681976318359 (6.668252256181505) | > loss_mel: 18.2495174407959 (17.437279012468125) | > loss_duration: 2.2729570865631104 (2.358817206488715) | > loss_1: 33.366004943847656 (32.2975812488132)  --> STEP: 19 | > loss_disc: 2.673912763595581 (2.4000455580259623) | > loss_disc_real_0: 0.16060614585876465 (0.17648407346323916) | > loss_disc_real_1: 0.16473960876464844 (0.1779493101333317) | > loss_disc_real_2: 0.2728869318962097 (0.2311556300050334) | > loss_disc_real_3: 0.3110768795013428 (0.2705060533787075) | > loss_disc_real_4: 0.28491100668907166 (0.2511447170063069) | > loss_disc_real_5: 0.24731971323490143 (0.23665921350843028) | > loss_0: 2.673912763595581 (2.4000455580259623) | > loss_gen: 2.1591577529907227 (2.555621285187571) | > loss_kl: 1.9085310697555542 (3.1846882481324044) | > loss_feat: 6.285943984985352 (6.648130768223813) | > loss_mel: 17.234655380249023 (17.426614610772383) | > loss_duration: 2.3608837127685547 (2.3589259699771277) | > loss_1: 29.94917106628418 (32.173980712890625)  --> STEP: 20 | > loss_disc: 2.4939026832580566 (2.404738414287567) | > loss_disc_real_0: 0.2017870843410492 (0.17774922400712967) | > loss_disc_real_1: 0.14216451346874237 (0.17616007030010222) | > loss_disc_real_2: 0.2204093635082245 (0.23061831668019295) | > loss_disc_real_3: 0.2619934678077698 (0.2700804241001606) | > loss_disc_real_4: 0.23670931160449982 (0.25042294673621657) | > loss_disc_real_5: 0.27291277050971985 (0.23847189135849475) | > loss_0: 2.4939026832580566 (2.404738414287567) | > loss_gen: 2.406024694442749 (2.5481414556503297) | > loss_kl: 2.1124327182769775 (3.131075471639633) | > loss_feat: 6.761148929595947 (6.65378167629242) | > loss_mel: 17.69602394104004 (17.440085077285765) | > loss_duration: 2.306856393814087 (2.3563224911689753) | > loss_1: 31.282487869262695 (32.12940607070923)  --> STEP: 21 | > loss_disc: 2.4739227294921875 (2.4080329054877874) | > loss_disc_real_0: 0.19848808646202087 (0.178736788885934) | > loss_disc_real_1: 0.2226652204990387 (0.17837460126195634) | > loss_disc_real_2: 0.22170011699199677 (0.23019364050456456) | > loss_disc_real_3: 0.2613816559314728 (0.2696661970445088) | > loss_disc_real_4: 0.24940121173858643 (0.25037429268871036) | > loss_disc_real_5: 0.17620183527469635 (0.2355066505925996) | > loss_0: 2.4739227294921875 (2.4080329054877874) | > loss_gen: 2.4124791622161865 (2.54168134643918) | > loss_kl: 3.2207415103912354 (3.135345283008757) | > loss_feat: 5.508204936981201 (6.599230402991886) | > loss_mel: 13.642027854919434 (17.259225209554035) | > loss_duration: 2.152714729309082 (2.346626883461361) | > loss_1: 26.936168670654297 (31.882109051658993)  --> STEP: 22 | > loss_disc: 2.462209701538086 (2.4104954871264375) | > loss_disc_real_0: 0.14597967267036438 (0.17724782905795355) | > loss_disc_real_1: 0.16813167929649353 (0.17790901389988983) | > loss_disc_real_2: 0.19430150091648102 (0.22856217961419711) | > loss_disc_real_3: 0.33550211787223816 (0.27265873890031467) | > loss_disc_real_4: 0.30871397256851196 (0.2530260963196104) | > loss_disc_real_5: 0.32400810718536377 (0.23952944407408888) | > loss_0: 2.462209701538086 (2.4104954871264375) | > loss_gen: 2.7301104068756104 (2.550246303731745) | > loss_kl: 2.3491759300231934 (3.099610312418504) | > loss_feat: 7.501042366027832 (6.640221855857155) | > loss_mel: 18.538440704345703 (17.317371368408203) | > loss_duration: 2.2096691131591797 (2.3404015302658077) | > loss_1: 33.32843780517578 (31.947851267727938)  --> STEP: 23 | > loss_disc: 2.657054901123047 (2.4212154616480293) | > loss_disc_real_0: 0.3018498420715332 (0.18266530788463095) | > loss_disc_real_1: 0.14453645050525665 (0.1764580328827319) | > loss_disc_real_2: 0.29852330684661865 (0.23160396775473718) | > loss_disc_real_3: 0.3282206952571869 (0.27507447613322217) | > loss_disc_real_4: 0.2548184394836426 (0.253104024283264) | > loss_disc_real_5: 0.26114121079444885 (0.24046908610540887) | > loss_0: 2.657054901123047 (2.4212154616480293) | > loss_gen: 2.3068127632141113 (2.5396622367527173) | > loss_kl: 2.6791903972625732 (3.0813311856725942) | > loss_feat: 5.369267463684082 (6.584962969240935) | > loss_mel: 16.715145111083984 (17.291187618089758) | > loss_duration: 2.2905502319335938 (2.3382340825122334) | > loss_1: 29.360965728759766 (31.835377983424973)  --> STEP: 24 | > loss_disc: 2.4446747303009033 (2.4221929311752324) | > loss_disc_real_0: 0.17093008756637573 (0.18217634037137032) | > loss_disc_real_1: 0.15838395059108734 (0.17570494612058005) | > loss_disc_real_2: 0.22435316443443298 (0.23130185094972452) | > loss_disc_real_3: 0.24649713933467865 (0.27388375376661617) | > loss_disc_real_4: 0.24423883855342865 (0.25273464154452085) | > loss_disc_real_5: 0.23100590705871582 (0.24007478697846332) | > loss_0: 2.4446747303009033 (2.4221929311752324) | > loss_gen: 2.281690835952759 (2.5289134283860526) | > loss_kl: 2.4025211334228516 (3.0530474334955215) | > loss_feat: 6.817843914031982 (6.594666341940562) | > loss_mel: 18.043292999267578 (17.3225253423055) | > loss_duration: 2.3574979305267334 (2.339036742846171) | > loss_1: 31.902847290039062 (31.838189204533894)  --> STEP: 25 | > loss_disc: 2.297577381134033 (2.4172083091735845) | > loss_disc_real_0: 0.18670502305030823 (0.18235748767852783) | > loss_disc_real_1: 0.18961933255195618 (0.1762615215778351) | > loss_disc_real_2: 0.21562299132347107 (0.23067469656467438) | > loss_disc_real_3: 0.24769267439842224 (0.27283611059188845) | > loss_disc_real_4: 0.2541314661502838 (0.2527905145287514) | > loss_disc_real_5: 0.2425163835287094 (0.24017245084047317) | > loss_0: 2.297577381134033 (2.4172083091735845) | > loss_gen: 2.5733349323272705 (2.5306902885437013) | > loss_kl: 3.3385002613067627 (3.064465546607971) | > loss_feat: 5.302445888519287 (6.542977523803711) | > loss_mel: 13.503180503845215 (17.16975154876709) | > loss_duration: 2.3766767978668213 (2.340542345046997) | > loss_1: 27.094139099121094 (31.648427200317382)  --> STEP: 26 | > loss_disc: 3.6159865856170654 (2.463315165959872) | > loss_disc_real_0: 0.6262662410736084 (0.1994309012706463) | > loss_disc_real_1: 0.4599260985851288 (0.18717169761657715) | > loss_disc_real_2: 0.27700185775756836 (0.23245651045670876) | > loss_disc_real_3: 0.36134353280067444 (0.2762402422153033) | > loss_disc_real_4: 0.27640050649642944 (0.2536985911428929) | > loss_disc_real_5: 0.23164469003677368 (0.2398444600403309) | > loss_0: 3.6159865856170654 (2.463315165959872) | > loss_gen: 2.79915189743042 (2.5410157350393443) | > loss_kl: 2.9369068145751953 (3.0595594415297875) | > loss_feat: 15.377878189086914 (6.882781395545373) | > loss_mel: 18.480995178222656 (17.22018399605384) | > loss_duration: 2.2860870361328125 (2.338447910088759) | > loss_1: 41.881019592285156 (32.0419884461623) --> EVAL PERFORMANCE | > avg_loader_time: 0.002449961809011606 (+7.344209230863161e-05) | > avg_loss_disc: 2.463315165959872 (-0.01400831112494716) | > avg_loss_disc_real_0: 0.1994309012706463 (+0.05406625310962013) | > avg_loss_disc_real_1: 0.18717169761657715 (-0.06961192649144393) | > avg_loss_disc_real_2: 0.23245651045670876 (+0.03434285349570787) | > avg_loss_disc_real_3: 0.2762402422153033 (+0.04986345882599172) | > avg_loss_disc_real_4: 0.2536985911428929 (+0.03092343216905233) | > avg_loss_disc_real_5: 0.2398444600403309 (+0.006226250471977085) | > avg_loss_0: 2.463315165959872 (-0.01400831112494716) | > avg_loss_gen: 2.5410157350393443 (+0.3186467977670522) | > avg_loss_kl: 3.0595594415297875 (+0.06010674971800567) | > avg_loss_feat: 6.882781395545373 (+0.8286192600543689) | > avg_loss_mel: 17.22018399605384 (+0.42419235522930165) | > avg_loss_duration: 2.338447910088759 (-0.009268522262573686) | > avg_loss_1: 32.0419884461623 (+1.6222964800321158)  > EPOCH: 780/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:43:59)   --> TIME: 2024-06-12 01:44:09 -- STEP: 24/330 -- GLOBAL_STEP: 345425 | > loss_disc: 2.3844311237335205 (2.337491740783056) | > loss_disc_real_0: 0.08719345182180405 (0.10990596283227205) | > loss_disc_real_1: 0.22539584338665009 (0.20249189933141074) | > loss_disc_real_2: 0.2005208432674408 (0.20207660707334676) | > loss_disc_real_3: 0.2525681257247925 (0.2292440744737784) | > loss_disc_real_4: 0.24261678755283356 (0.23368873012562594) | > loss_disc_real_5: 0.23668912053108215 (0.228396692002813) | > loss_0: 2.3844311237335205 (2.337491740783056) | > grad_norm_0: tensor(4.8937, device='cuda:0') (tensor(8.5418, device='cuda:0')) | > loss_gen: 2.391437530517578 (2.5138392647107444) | > loss_kl: 1.8975127935409546 (1.8960255434115727) | > loss_feat: 7.158153533935547 (7.009858349959056) | > loss_mel: 17.434062957763672 (17.52517016728719) | > loss_duration: 1.9489789009094238 (2.027716338634491) | > loss_1: 30.83014488220215 (30.972609440485638) | > grad_norm_1: tensor(79.1351, device='cuda:0') (tensor(82.1893, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.3435 (0.36803319056828815) | > loader_time: 0.003 (0.0030850370724995932)  --> TIME: 2024-06-12 01:44:18 -- STEP: 49/330 -- GLOBAL_STEP: 345450 | > loss_disc: 2.385450839996338 (2.335293906075614) | > loss_disc_real_0: 0.08900485932826996 (0.1082099475422684) | > loss_disc_real_1: 0.21808990836143494 (0.19804207281190522) | > loss_disc_real_2: 0.23307034373283386 (0.20669902800297252) | > loss_disc_real_3: 0.21279820799827576 (0.22582582734069045) | > loss_disc_real_4: 0.21118208765983582 (0.23212424103094606) | > loss_disc_real_5: 0.233171284198761 (0.22566341411094276) | > loss_0: 2.385450839996338 (2.335293906075614) | > grad_norm_0: tensor(11.6829, device='cuda:0') (tensor(8.8173, device='cuda:0')) | > loss_gen: 2.4268929958343506 (2.5021782164670983) | > loss_kl: 1.8908807039260864 (1.9231526875982479) | > loss_feat: 6.838907718658447 (7.029033641425931) | > loss_mel: 17.102996826171875 (17.414109132727802) | > loss_duration: 1.9159318208694458 (1.996918899672372) | > loss_1: 30.17561149597168 (30.865392490309112) | > grad_norm_1: tensor(137.1612, device='cuda:0') (tensor(83.4563, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.3704 (0.36539148311225733) | > loader_time: 0.0033 (0.0032097709422208823)  --> TIME: 2024-06-12 01:44:28 -- STEP: 74/330 -- GLOBAL_STEP: 345475 | > loss_disc: 2.2364518642425537 (2.3349659410682886) | > loss_disc_real_0: 0.08951359987258911 (0.10841424018144608) | > loss_disc_real_1: 0.16667935252189636 (0.19540578892102112) | > loss_disc_real_2: 0.16745585203170776 (0.20702392809294365) | > loss_disc_real_3: 0.21707744896411896 (0.22675403932461868) | > loss_disc_real_4: 0.21268989145755768 (0.231145422805) | > loss_disc_real_5: 0.2278175801038742 (0.22350857225624285) | > loss_0: 2.2364518642425537 (2.3349659410682886) | > grad_norm_0: tensor(3.3667, device='cuda:0') (tensor(8.3408, device='cuda:0')) | > loss_gen: 2.6314280033111572 (2.5019647108541947) | > loss_kl: 2.0295064449310303 (1.946222242471334) | > loss_feat: 7.540115833282471 (7.057794519372888) | > loss_mel: 17.4678897857666 (17.449035696081218) | > loss_duration: 1.911132574081421 (1.9866947547809497) | > loss_1: 31.5800724029541 (30.941711838180954) | > grad_norm_1: tensor(51.7084, device='cuda:0') (tensor(80.1718, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.385 (0.36607230031812515) | > loader_time: 0.0038 (0.0033982380016430004)  --> TIME: 2024-06-12 01:44:37 -- STEP: 99/330 -- GLOBAL_STEP: 345500 | > loss_disc: 2.288381814956665 (2.3468283691791574) | > loss_disc_real_0: 0.11630766093730927 (0.1117552233615307) | > loss_disc_real_1: 0.19903114438056946 (0.1947745110350426) | > loss_disc_real_2: 0.23641374707221985 (0.21007309568048727) | > loss_disc_real_3: 0.2283516228199005 (0.22847828901175296) | > loss_disc_real_4: 0.20478302240371704 (0.23179965669458563) | > loss_disc_real_5: 0.18336759507656097 (0.22268805314194068) | > loss_0: 2.288381814956665 (2.3468283691791574) | > grad_norm_0: tensor(6.4134, device='cuda:0') (tensor(8.2136, device='cuda:0')) | > loss_gen: 2.567964553833008 (2.4941516765440346) | > loss_kl: 1.943373441696167 (1.9473126259717075) | > loss_feat: 7.19833517074585 (7.0135958074319245) | > loss_mel: 17.383214950561523 (17.39530215600525) | > loss_duration: 1.9937388896942139 (1.9876007600264116) | > loss_1: 31.086626052856445 (30.83796296938501) | > grad_norm_1: tensor(48.7806, device='cuda:0') (tensor(79.1945, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.3577 (0.3662394441739477) | > loader_time: 0.0038 (0.0034997511391687873) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_345500.pth  --> TIME: 2024-06-12 01:44:51 -- STEP: 124/330 -- GLOBAL_STEP: 345525 | > loss_disc: 2.353146553039551 (2.3540147273771224) | > loss_disc_real_0: 0.1017005443572998 (0.1135526467114687) | > loss_disc_real_1: 0.1810271441936493 (0.1944630603876806) | > loss_disc_real_2: 0.2086622714996338 (0.2111125820346417) | > loss_disc_real_3: 0.24580925703048706 (0.22947861614727205) | > loss_disc_real_4: 0.2321115881204605 (0.23073870628591506) | > loss_disc_real_5: 0.21330603957176208 (0.22266124453275432) | > loss_0: 2.353146553039551 (2.3540147273771224) | > grad_norm_0: tensor(6.2754, device='cuda:0') (tensor(8.1100, device='cuda:0')) | > loss_gen: 2.5817718505859375 (2.4868927405726517) | > loss_kl: 2.140143871307373 (1.9643029176419782) | > loss_feat: 7.53024435043335 (6.996942562441672) | > loss_mel: 17.686012268066406 (17.38092375570728) | > loss_duration: 2.0156636238098145 (1.9919921678881491) | > loss_1: 31.953834533691406 (30.82105407407207) | > grad_norm_1: tensor(68.7174, device='cuda:0') (tensor(80.4427, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.3571 (0.3678856472815237) | > loader_time: 0.004 (0.0036183230338558076)  --> TIME: 2024-06-12 01:45:01 -- STEP: 149/330 -- GLOBAL_STEP: 345550 | > loss_disc: 2.249504566192627 (2.3593235543910285) | > loss_disc_real_0: 0.12350907176733017 (0.11401240772648946) | > loss_disc_real_1: 0.23620307445526123 (0.19627794153338315) | > loss_disc_real_2: 0.20005911588668823 (0.2108462001853341) | > loss_disc_real_3: 0.2358376681804657 (0.22937859104783742) | > loss_disc_real_4: 0.21012811362743378 (0.23156088660627402) | > loss_disc_real_5: 0.2241930067539215 (0.22384561138265086) | > loss_0: 2.249504566192627 (2.3593235543910285) | > grad_norm_0: tensor(19.8069, device='cuda:0') (tensor(8.5272, device='cuda:0')) | > loss_gen: 2.5715560913085938 (2.4811437642014265) | > loss_kl: 2.0423483848571777 (1.9756276583511558) | > loss_feat: 6.972219944000244 (6.965870940445254) | > loss_mel: 17.41758918762207 (17.3632874520833) | > loss_duration: 2.0338516235351562 (1.9964935627559688) | > loss_1: 31.037565231323242 (30.782423326633122) | > grad_norm_1: tensor(145.1764, device='cuda:0') (tensor(86.6643, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.364 (0.3696561723747509) | > loader_time: 0.0046 (0.0037392737881449243)  --> TIME: 2024-06-12 01:45:11 -- STEP: 174/330 -- GLOBAL_STEP: 345575 | > loss_disc: 2.35231614112854 (2.360256066267517) | > loss_disc_real_0: 0.14021429419517517 (0.11475468692423284) | > loss_disc_real_1: 0.18585702776908875 (0.19563312408910405) | > loss_disc_real_2: 0.22117027640342712 (0.21040987214822876) | > loss_disc_real_3: 0.22123615443706512 (0.22984775267113214) | > loss_disc_real_4: 0.22356079518795013 (0.23239248845426516) | > loss_disc_real_5: 0.20638985931873322 (0.22394138617419648) | > loss_0: 2.35231614112854 (2.360256066267517) | > grad_norm_0: tensor(20.1827, device='cuda:0') (tensor(9.2937, device='cuda:0')) | > loss_gen: 2.3604238033294678 (2.478538751602174) | > loss_kl: 2.046808958053589 (1.98271286213535) | > loss_feat: 6.837865829467773 (6.968745204223984) | > loss_mel: 16.888120651245117 (17.328562725549453) | > loss_duration: 2.0814027786254883 (2.002103614396063) | > loss_1: 30.214622497558594 (30.760663164073023) | > grad_norm_1: tensor(169.4002, device='cuda:0') (tensor(100.8791, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.386 (0.3712711252015212) | > loader_time: 0.0049 (0.0038582867589490167)  --> TIME: 2024-06-12 01:45:21 -- STEP: 199/330 -- GLOBAL_STEP: 345600 | > loss_disc: 2.3180465698242188 (2.3615330739236944) | > loss_disc_real_0: 0.10206042230129242 (0.11587674313004892) | > loss_disc_real_1: 0.21489500999450684 (0.19592793630295666) | > loss_disc_real_2: 0.1982145756483078 (0.21029558058959152) | > loss_disc_real_3: 0.22867901623249054 (0.2301324110234802) | > loss_disc_real_4: 0.2224755883216858 (0.23233866766469563) | > loss_disc_real_5: 0.20278291404247284 (0.22364492706917039) | > loss_0: 2.3180465698242188 (2.3615330739236944) | > grad_norm_0: tensor(18.5430, device='cuda:0') (tensor(10.5221, device='cuda:0')) | > loss_gen: 2.403850793838501 (2.474823653398449) | > loss_kl: 1.9699164628982544 (1.9928073697353728) | > loss_feat: 6.603496551513672 (6.956043042130207) | > loss_mel: 17.094276428222656 (17.290589006701907) | > loss_duration: 2.134539842605591 (2.010734224439268) | > loss_1: 30.20608139038086 (30.72499731437645) | > grad_norm_1: tensor(256.8613, device='cuda:0') (tensor(121.1141, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.4174 (0.3757816535144595) | > loader_time: 0.0054 (0.003992702493715526)  --> TIME: 2024-06-12 01:45:32 -- STEP: 224/330 -- GLOBAL_STEP: 345625 | > loss_disc: 2.2660694122314453 (2.3637025505304328) | > loss_disc_real_0: 0.11287309229373932 (0.11632788134738803) | > loss_disc_real_1: 0.20009976625442505 (0.19603540555440957) | > loss_disc_real_2: 0.20027191936969757 (0.2107660524946238) | > loss_disc_real_3: 0.22169679403305054 (0.23029746008770807) | > loss_disc_real_4: 0.2242475301027298 (0.2320736089854368) | > loss_disc_real_5: 0.18475444614887238 (0.2233063005177038) | > loss_0: 2.2660694122314453 (2.3637025505304328) | > grad_norm_0: tensor(13.9290, device='cuda:0') (tensor(12.3799, device='cuda:0')) | > loss_gen: 2.817548990249634 (2.4805490097829286) | > loss_kl: 2.0262043476104736 (1.9990050388234002) | > loss_feat: 7.137604236602783 (6.968649642808097) | > loss_mel: 16.44618797302246 (17.262769779988698) | > loss_duration: 2.126044988632202 (2.018757372562377) | > loss_1: 30.553590774536133 (30.729730887072428) | > grad_norm_1: tensor(542.7095, device='cuda:0') (tensor(148.6128, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.4487 (0.38079780446631567) | > loader_time: 0.0051 (0.004158362746238708)  --> TIME: 2024-06-12 01:45:43 -- STEP: 249/330 -- GLOBAL_STEP: 345650 | > loss_disc: 2.3764235973358154 (2.3619899874231414) | > loss_disc_real_0: 0.07867960631847382 (0.11700974488593488) | > loss_disc_real_1: 0.18373964726924896 (0.19625081624611318) | > loss_disc_real_2: 0.18655027449131012 (0.21078492982320515) | > loss_disc_real_3: 0.2399246245622635 (0.22982278968914446) | > loss_disc_real_4: 0.212595134973526 (0.2316448203770511) | > loss_disc_real_5: 0.1898546665906906 (0.22176447008029523) | > loss_0: 2.3764235973358154 (2.3619899874231414) | > grad_norm_0: tensor(30.7218, device='cuda:0') (tensor(14.9520, device='cuda:0')) | > loss_gen: 2.5646159648895264 (2.488602808680401) | > loss_kl: 2.0374648571014404 (2.00540590765007) | > loss_feat: 7.895023822784424 (6.989099372342888) | > loss_mel: 16.957353591918945 (17.222174146567962) | > loss_duration: 2.101547956466675 (2.0274241856303106) | > loss_1: 31.556005477905273 (30.732706452948023) | > grad_norm_1: tensor(698.0887, device='cuda:0') (tensor(180.0656, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.4274 (0.38561630344773873) | > loader_time: 0.0054 (0.004309166866133968)  --> TIME: 2024-06-12 01:45:54 -- STEP: 274/330 -- GLOBAL_STEP: 345675 | > loss_disc: 2.32828950881958 (2.3683304029659626) | > loss_disc_real_0: 0.15560320019721985 (0.11855794837440017) | > loss_disc_real_1: 0.23647432029247284 (0.19728846788188836) | > loss_disc_real_2: 0.24201464653015137 (0.21116112226987407) | > loss_disc_real_3: 0.2196664959192276 (0.2303971404576824) | > loss_disc_real_4: 0.19667597115039825 (0.23199358778278323) | > loss_disc_real_5: 0.22654524445533752 (0.22168175305110696) | > loss_0: 2.32828950881958 (2.3683304029659626) | > grad_norm_0: tensor(35.1012, device='cuda:0') (tensor(16.6496, device='cuda:0')) | > loss_gen: 2.564561605453491 (2.4851650382480486) | > loss_kl: 2.1775777339935303 (2.010166420553722) | > loss_feat: 6.996579170227051 (6.981294076808178) | > loss_mel: 16.0556640625 (17.18118521766941) | > loss_duration: 2.1361992359161377 (2.0361302677732334) | > loss_1: 29.93058204650879 (30.693941046721744) | > grad_norm_1: tensor(442.3538, device='cuda:0') (tensor(201.1033, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.4346 (0.38990015966178726) | > loader_time: 0.0059 (0.004439328708787903)  --> TIME: 2024-06-12 01:46:06 -- STEP: 299/330 -- GLOBAL_STEP: 345700 | > loss_disc: 2.420621871948242 (2.372664524958683) | > loss_disc_real_0: 0.09024626761674881 (0.11984465602648298) | > loss_disc_real_1: 0.23434849083423615 (0.19795196346415328) | > loss_disc_real_2: 0.22668829560279846 (0.21161322898689325) | > loss_disc_real_3: 0.22069679200649261 (0.23028951664034739) | > loss_disc_real_4: 0.22107931971549988 (0.23181306827427153) | > loss_disc_real_5: 0.20849262177944183 (0.22185814320841765) | > loss_0: 2.420621871948242 (2.372664524958683) | > grad_norm_0: tensor(19.9897, device='cuda:0') (tensor(17.3651, device='cuda:0')) | > loss_gen: 2.2768003940582275 (2.4785779088635906) | > loss_kl: 2.0692920684814453 (2.0145639751268463) | > loss_feat: 7.559696674346924 (6.984862152150642) | > loss_mel: 17.874820709228516 (17.13182475495099) | > loss_duration: 2.2131540775299072 (2.046586112832546) | > loss_1: 31.993762969970703 (30.656414905918083) | > grad_norm_1: tensor(370.4347, device='cuda:0') (tensor(211.8611, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.4691 (0.3959488517863296) | > loader_time: 0.0066 (0.0046018381979951875)  --> TIME: 2024-06-12 01:46:20 -- STEP: 324/330 -- GLOBAL_STEP: 345725 | > loss_disc: 2.5682950019836426 (2.3753940632313846) | > loss_disc_real_0: 0.18138834834098816 (0.121007390021358) | > loss_disc_real_1: 0.21752575039863586 (0.19790912148209266) | > loss_disc_real_2: 0.18256168067455292 (0.21158312909581048) | > loss_disc_real_3: 0.27668970823287964 (0.2304994149800436) | > loss_disc_real_4: 0.25580763816833496 (0.23203920931727798) | > loss_disc_real_5: 0.2254883497953415 (0.22191143891325707) | > loss_0: 2.5682950019836426 (2.3753940632313846) | > grad_norm_0: tensor(17.0600, device='cuda:0') (tensor(17.9306, device='cuda:0')) | > loss_gen: 2.310657262802124 (2.473338648124978) | > loss_kl: 2.1148550510406494 (2.0201416674219526) | > loss_feat: 8.550826072692871 (7.020579698645038) | > loss_mel: 15.757856369018555 (17.07720302358085) | > loss_duration: 2.267444610595703 (2.061196411465423) | > loss_1: 31.00164031982422 (30.652459456596844) | > grad_norm_1: tensor(168.8440, device='cuda:0') (tensor(222.4095, device='cuda:0')) | > current_lr_0: 0.0001814193626914086 | > current_lr_1: 0.0001814193626914086 | > step_time: 0.6678 (0.4075158937477772) | > loader_time: 0.0094 (0.004855490025178884)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4118194580078125 (2.4118194580078125) | > loss_disc_real_0: 0.1709340363740921 (0.1709340363740921) | > loss_disc_real_1: 0.13656406104564667 (0.13656406104564667) | > loss_disc_real_2: 0.2656790018081665 (0.2656790018081665) | > loss_disc_real_3: 0.2196335643529892 (0.2196335643529892) | > loss_disc_real_4: 0.28301802277565 (0.28301802277565) | > loss_disc_real_5: 0.22647105157375336 (0.22647105157375336) | > loss_0: 2.4118194580078125 (2.4118194580078125) | > loss_gen: 2.3346188068389893 (2.3346188068389893) | > loss_kl: 1.9972347021102905 (1.9972347021102905) | > loss_feat: 5.666692733764648 (5.666692733764648) | > loss_mel: 15.830923080444336 (15.830923080444336) | > loss_duration: 3.1876449584960938 (3.1876449584960938) | > loss_1: 29.017114639282227 (29.017114639282227)  --> STEP: 1 | > loss_disc: 2.6182830333709717 (2.6182830333709717) | > loss_disc_real_0: 0.12396832555532455 (0.12396832555532455) | > loss_disc_real_1: 0.19925226271152496 (0.19925226271152496) | > loss_disc_real_2: 0.21410946547985077 (0.21410946547985077) | > loss_disc_real_3: 0.2670458257198334 (0.2670458257198334) | > loss_disc_real_4: 0.32393717765808105 (0.32393717765808105) | > loss_disc_real_5: 0.31576135754585266 (0.31576135754585266) | > loss_0: 2.6182830333709717 (2.6182830333709717) | > loss_gen: 2.277937889099121 (2.277937889099121) | > loss_kl: 3.1439571380615234 (3.1439571380615234) | > loss_feat: 6.4739508628845215 (6.4739508628845215) | > loss_mel: 18.12110137939453 (18.12110137939453) | > loss_duration: 2.463752269744873 (2.463752269744873) | > loss_1: 32.4807014465332 (32.4807014465332)  --> STEP: 2 | > loss_disc: 2.3767895698547363 (2.497536301612854) | > loss_disc_real_0: 0.10429190844297409 (0.11413011699914932) | > loss_disc_real_1: 0.2622964680194855 (0.23077436536550522) | > loss_disc_real_2: 0.2230195850133896 (0.21856452524662018) | > loss_disc_real_3: 0.23488333821296692 (0.25096458196640015) | > loss_disc_real_4: 0.29870545864105225 (0.31132131814956665) | > loss_disc_real_5: 0.3445509374141693 (0.330156147480011) | > loss_0: 2.3767895698547363 (2.497536301612854) | > loss_gen: 2.6482462882995605 (2.463092088699341) | > loss_kl: 2.94602108001709 (3.0449891090393066) | > loss_feat: 5.5883378982543945 (6.031144380569458) | > loss_mel: 18.86183738708496 (18.491469383239746) | > loss_duration: 2.446214199066162 (2.4549832344055176) | > loss_1: 32.490657806396484 (32.485679626464844)  --> STEP: 3 | > loss_disc: 2.0407581329345703 (2.3452769120534263) | > loss_disc_real_0: 0.1267980933189392 (0.11835277577241261) | > loss_disc_real_1: 0.21586674451828003 (0.22580515841643015) | > loss_disc_real_2: 0.155549094080925 (0.19755938152472177) | > loss_disc_real_3: 0.1749618798494339 (0.2256303479274114) | > loss_disc_real_4: 0.18902355432510376 (0.27055539687474567) | > loss_disc_real_5: 0.17839393019676208 (0.27956874171892804) | > loss_0: 2.0407581329345703 (2.3452769120534263) | > loss_gen: 2.747580051422119 (2.5579214096069336) | > loss_kl: 2.7508389949798584 (2.9469390710194907) | > loss_feat: 7.771324157714844 (6.611204306284587) | > loss_mel: 17.423080444335938 (18.135339736938477) | > loss_duration: 2.3474371433258057 (2.419134537378947) | > loss_1: 33.040260314941406 (32.67053985595703)  --> STEP: 4 | > loss_disc: 2.6052651405334473 (2.4102739691734314) | > loss_disc_real_0: 0.260581910610199 (0.1539100594818592) | > loss_disc_real_1: 0.21713365614414215 (0.22363728284835815) | > loss_disc_real_2: 0.28068453073501587 (0.2183406688272953) | > loss_disc_real_3: 0.2928544878959656 (0.24243638291954994) | > loss_disc_real_4: 0.28525060415267944 (0.2742291986942291) | > loss_disc_real_5: 0.23902569711208344 (0.2694329805672169) | > loss_0: 2.6052651405334473 (2.4102739691734314) | > loss_gen: 2.3928606510162354 (2.516656219959259) | > loss_kl: 3.8391427993774414 (3.1699900031089783) | > loss_feat: 5.250556468963623 (6.271042346954346) | > loss_mel: 17.129430770874023 (17.883862495422363) | > loss_duration: 2.426158905029297 (2.4208906292915344) | > loss_1: 31.038148880004883 (32.262442111968994)  --> STEP: 5 | > loss_disc: 2.1985831260681152 (2.367935800552368) | > loss_disc_real_0: 0.14519450068473816 (0.152166947722435) | > loss_disc_real_1: 0.24537566304206848 (0.22798495888710021) | > loss_disc_real_2: 0.22092147171497345 (0.21885682940483092) | > loss_disc_real_3: 0.23888856172561646 (0.24172681868076323) | > loss_disc_real_4: 0.26978379487991333 (0.273340117931366) | > loss_disc_real_5: 0.20925410091876984 (0.25739720463752747) | > loss_0: 2.1985831260681152 (2.367935800552368) | > loss_gen: 2.7802886962890625 (2.5693827152252195) | > loss_kl: 2.12967586517334 (2.9619271755218506) | > loss_feat: 5.937409400939941 (6.2043157577514645) | > loss_mel: 18.111984252929688 (17.92948684692383) | > loss_duration: 2.382174253463745 (2.4131473541259765) | > loss_1: 31.34153175354004 (32.078260040283205)  --> STEP: 6 | > loss_disc: 2.578996181488037 (2.403112530708313) | > loss_disc_real_0: 0.10368812829256058 (0.1440871444841226) | > loss_disc_real_1: 0.2353011518716812 (0.2292043243845304) | > loss_disc_real_2: 0.23243938386440277 (0.22112058848142624) | > loss_disc_real_3: 0.2929728329181671 (0.2502678210536639) | > loss_disc_real_4: 0.3364377021789551 (0.2838563819726308) | > loss_disc_real_5: 0.2886698246002197 (0.2626093079646428) | > loss_0: 2.578996181488037 (2.403112530708313) | > loss_gen: 2.4573781490325928 (2.5507152875264487) | > loss_kl: 3.1224372386932373 (2.9886788527170816) | > loss_feat: 6.063599109649658 (6.18086298306783) | > loss_mel: 17.686725616455078 (17.889026641845703) | > loss_duration: 2.097689390182495 (2.360571026802063) | > loss_1: 31.427827835083008 (31.969854672749836)  --> STEP: 7 | > loss_disc: 2.4077367782592773 (2.403773137501308) | > loss_disc_real_0: 0.13610398769378662 (0.1429466935140746) | > loss_disc_real_1: 0.2386230081319809 (0.23054985063416616) | > loss_disc_real_2: 0.24401149153709412 (0.2243907174893788) | > loss_disc_real_3: 0.27621957659721375 (0.2539752147027424) | > loss_disc_real_4: 0.27244600653648376 (0.28222632833889555) | > loss_disc_real_5: 0.2127329260110855 (0.2554841105427061) | > loss_0: 2.4077367782592773 (2.403773137501308) | > loss_gen: 2.4382290840148926 (2.5346458298819408) | > loss_kl: 4.178986072540283 (3.1587227412632535) | > loss_feat: 4.431369781494141 (5.930935382843018) | > loss_mel: 17.2447509765625 (17.79698726109096) | > loss_duration: 2.5111451148986816 (2.382081610815866) | > loss_1: 30.804479598999023 (31.803372519356863)  --> STEP: 8 | > loss_disc: 2.260258913040161 (2.3858338594436646) | > loss_disc_real_0: 0.1441689133644104 (0.14309947099536657) | > loss_disc_real_1: 0.20591118931770325 (0.2274700179696083) | > loss_disc_real_2: 0.13608944416046143 (0.21335305832326412) | > loss_disc_real_3: 0.09885470569133759 (0.23458515107631683) | > loss_disc_real_4: 0.10198928415775299 (0.2596966978162527) | > loss_disc_real_5: 0.1199796199798584 (0.23854604922235012) | > loss_0: 2.260258913040161 (2.3858338594436646) | > loss_gen: 2.096569299697876 (2.4798862636089325) | > loss_kl: 3.017423391342163 (3.141060322523117) | > loss_feat: 10.475481033325195 (6.49900358915329) | > loss_mel: 18.76410484313965 (17.917876958847046) | > loss_duration: 2.2679734230041504 (2.3678180873394012) | > loss_1: 36.62155532836914 (32.4056453704834)  --> STEP: 9 | > loss_disc: 2.3552238941192627 (2.3824327521853976) | > loss_disc_real_0: 0.123922199010849 (0.14096866299708685) | > loss_disc_real_1: 0.15550178289413452 (0.21947354740566677) | > loss_disc_real_2: 0.1357949823141098 (0.20473549432224697) | > loss_disc_real_3: 0.18289141356945038 (0.2288414024644428) | > loss_disc_real_4: 0.21638542413711548 (0.25488433407412636) | > loss_disc_real_5: 0.16648073494434357 (0.2305387920803494) | > loss_0: 2.3552238941192627 (2.3824327521853976) | > loss_gen: 2.413991689682007 (2.4725646442837186) | > loss_kl: 2.465940475463867 (3.0660470061832004) | > loss_feat: 10.830622673034668 (6.980294598473443) | > loss_mel: 18.717655181884766 (18.006741205851238) | > loss_duration: 2.149886131286621 (2.343603425555759) | > loss_1: 36.578094482421875 (32.86925082736545)  --> STEP: 10 | > loss_disc: 2.5833911895751953 (2.4025285959243776) | > loss_disc_real_0: 0.13110125064849854 (0.139981921762228) | > loss_disc_real_1: 0.21902741491794586 (0.21942893415689468) | > loss_disc_real_2: 0.26399314403533936 (0.21066125929355622) | > loss_disc_real_3: 0.25030481815338135 (0.23098774403333663) | > loss_disc_real_4: 0.22698438167572021 (0.2520943388342857) | > loss_disc_real_5: 0.2788926362991333 (0.23537417650222778) | > loss_0: 2.5833911895751953 (2.4025285959243776) | > loss_gen: 2.206329822540283 (2.445941162109375) | > loss_kl: 3.0313072204589844 (3.062573027610779) | > loss_feat: 5.364710807800293 (6.818736219406128) | > loss_mel: 15.056854248046875 (17.711752510070802) | > loss_duration: 2.359828472137451 (2.3452259302139282) | > loss_1: 28.019031524658203 (32.38422889709473)  --> STEP: 11 | > loss_disc: 2.585118532180786 (2.419127681038596) | > loss_disc_real_0: 0.12820468842983246 (0.1389112641865557) | > loss_disc_real_1: 0.2299780398607254 (0.22038794376633383) | > loss_disc_real_2: 0.2467576414346695 (0.21394274857911197) | > loss_disc_real_3: 0.25560012459754944 (0.2332252331755378) | > loss_disc_real_4: 0.30339694023132324 (0.2567582116885619) | > loss_disc_real_5: 0.3642614781856537 (0.24709120392799377) | > loss_0: 2.585118532180786 (2.419127681038596) | > loss_gen: 2.4667279720306396 (2.4478308721022173) | > loss_kl: 3.881195306777954 (3.136993234807795) | > loss_feat: 5.788534164428711 (6.725081487135454) | > loss_mel: 15.517937660217285 (17.512314796447754) | > loss_duration: 2.527036666870117 (2.3617541790008545) | > loss_1: 30.181432723999023 (32.18397469954057)  --> STEP: 12 | > loss_disc: 2.291339874267578 (2.4084786971410113) | > loss_disc_real_0: 0.12264903634786606 (0.13755607853333154) | > loss_disc_real_1: 0.2720503509044647 (0.22469314436117807) | > loss_disc_real_2: 0.2886577546596527 (0.22016899908582369) | > loss_disc_real_3: 0.19052454829216003 (0.22966684276858965) | > loss_disc_real_4: 0.26724475622177124 (0.25763209039966267) | > loss_disc_real_5: 0.2129656970500946 (0.24424741168816885) | > loss_0: 2.291339874267578 (2.4084786971410113) | > loss_gen: 2.615706443786621 (2.4618205030759177) | > loss_kl: 2.4925198554992676 (3.0832871198654175) | > loss_feat: 6.2925190925598145 (6.689034620920817) | > loss_mel: 16.182308197021484 (17.40148091316223) | > loss_duration: 2.257608413696289 (2.353075365225474) | > loss_1: 29.840662002563477 (31.98869864145915)  --> STEP: 13 | > loss_disc: 2.419593095779419 (2.4093336508824272) | > loss_disc_real_0: 0.09949546307325363 (0.13462833888255632) | > loss_disc_real_1: 0.18112561106681824 (0.22134179564622733) | > loss_disc_real_2: 0.2808815538883209 (0.2248391956090927) | > loss_disc_real_3: 0.2908972203731537 (0.2343768718150946) | > loss_disc_real_4: 0.2253851592540741 (0.25515155723461735) | > loss_disc_real_5: 0.24759002029895782 (0.2445045354274603) | > loss_0: 2.419593095779419 (2.4093336508824272) | > loss_gen: 2.335718870162964 (2.452120377467229) | > loss_kl: 3.3159666061401367 (3.10118554188655) | > loss_feat: 6.821895122528076 (6.699254659505991) | > loss_mel: 15.13320541381836 (17.226998182443474) | > loss_duration: 2.2436087131500244 (2.3446548535273624) | > loss_1: 29.850393295288086 (31.824213614830605)  --> STEP: 14 | > loss_disc: 2.415205955505371 (2.4097531012126376) | > loss_disc_real_0: 0.18179689347743988 (0.13799752135361945) | > loss_disc_real_1: 0.13345655798912048 (0.2150642786707197) | > loss_disc_real_2: 0.24262461066246033 (0.22610958239861897) | > loss_disc_real_3: 0.23581555485725403 (0.23447963488953455) | > loss_disc_real_4: 0.3191973865032196 (0.2597262593252318) | > loss_disc_real_5: 0.27759549021720886 (0.24686817505529948) | > loss_0: 2.415205955505371 (2.4097531012126376) | > loss_gen: 2.57128643989563 (2.4606322390692577) | > loss_kl: 3.3022704124450684 (3.115548746926444) | > loss_feat: 6.134324073791504 (6.658902474812099) | > loss_mel: 18.35675621032715 (17.307695184435165) | > loss_duration: 2.3627443313598633 (2.345946959086827) | > loss_1: 32.72738265991211 (31.888725689479283)  --> STEP: 15 | > loss_disc: 2.114992618560791 (2.3901024023691813) | > loss_disc_real_0: 0.04610474407672882 (0.13187133620182676) | > loss_disc_real_1: 0.15445420145988464 (0.21102360685666402) | > loss_disc_real_2: 0.18821880221366882 (0.22358353038628895) | > loss_disc_real_3: 0.2200719714164734 (0.23351912399133046) | > loss_disc_real_4: 0.19171641767024994 (0.25519226988156635) | > loss_disc_real_5: 0.1837669461965561 (0.24266142646471658) | > loss_0: 2.114992618560791 (2.3901024023691813) | > loss_gen: 2.331192970275879 (2.4520029544830324) | > loss_kl: 3.2162673473358154 (3.1222633202870687) | > loss_feat: 7.032576560974121 (6.683814080556234) | > loss_mel: 19.392749786376953 (17.446698824564617) | > loss_duration: 2.357421398162842 (2.3467119216918944) | > loss_1: 34.33020782470703 (32.05149116516113)  --> STEP: 16 | > loss_disc: 2.621579647064209 (2.4045697301626205) | > loss_disc_real_0: 0.18574781715869904 (0.13523861626163128) | > loss_disc_real_1: 0.15993474423885345 (0.20783055294305086) | > loss_disc_real_2: 0.4219563901424408 (0.23598183412104845) | > loss_disc_real_3: 0.24256619811058044 (0.2340845661237836) | > loss_disc_real_4: 0.2764246165752411 (0.25651929154992104) | > loss_disc_real_5: 0.28092795610427856 (0.24505308456718922) | > loss_0: 2.621579647064209 (2.4045697301626205) | > loss_gen: 2.345729112625122 (2.445360839366913) | > loss_kl: 2.7171857357025146 (3.096945971250534) | > loss_feat: 5.516337871551514 (6.610846817493439) | > loss_mel: 16.229379653930664 (17.370616376399994) | > loss_duration: 2.403313159942627 (2.3502494990825653) | > loss_1: 29.211944580078125 (31.874019503593445)  --> STEP: 17 | > loss_disc: 2.5104668140411377 (2.4107989703907684) | > loss_disc_real_0: 0.12455986440181732 (0.1346104543875246) | > loss_disc_real_1: 0.2352433055639267 (0.20944306780310237) | > loss_disc_real_2: 0.28233444690704346 (0.23870845840257757) | > loss_disc_real_3: 0.2624872624874115 (0.2357553129687029) | > loss_disc_real_4: 0.31442514061927795 (0.2599255179657656) | > loss_disc_real_5: 0.29045647382736206 (0.2477238721707288) | > loss_0: 2.5104668140411377 (2.4107989703907684) | > loss_gen: 2.499495029449463 (2.4485452034894157) | > loss_kl: 2.7798354625701904 (3.0782924119163964) | > loss_feat: 6.808531761169434 (6.6224753435920265) | > loss_mel: 16.66713523864746 (17.329235133002786) | > loss_duration: 2.4746546745300293 (2.357567450579475) | > loss_1: 31.229652404785156 (31.83611555660472)  --> STEP: 18 | > loss_disc: 2.2992806434631348 (2.404603507783678) | > loss_disc_real_0: 0.10942636430263519 (0.1332113382716974) | > loss_disc_real_1: 0.17679546773433685 (0.20762931224372652) | > loss_disc_real_2: 0.17250709235668182 (0.23503060473336113) | > loss_disc_real_3: 0.2516297399997711 (0.23663722558154) | > loss_disc_real_4: 0.23731599748134613 (0.2586694334944089) | > loss_disc_real_5: 0.19428229331970215 (0.24475489556789398) | > loss_0: 2.2992806434631348 (2.404603507783678) | > loss_gen: 2.340249538421631 (2.4425287776523166) | > loss_kl: 3.311504602432251 (3.0912486447228327) | > loss_feat: 7.291182994842529 (6.659625768661499) | > loss_mel: 19.02677345275879 (17.423542817433674) | > loss_duration: 2.271033763885498 (2.3527600235409207) | > loss_1: 34.240745544433594 (31.969706111484104)  --> STEP: 19 | > loss_disc: 2.5518271923065186 (2.412352122758564) | > loss_disc_real_0: 0.18411487340927124 (0.13589047169999077) | > loss_disc_real_1: 0.22309556603431702 (0.20844332560112602) | > loss_disc_real_2: 0.2913338541984558 (0.23799393365257665) | > loss_disc_real_3: 0.2959953844547272 (0.2397613392064446) | > loss_disc_real_4: 0.3634324073791504 (0.2641832742251848) | > loss_disc_real_5: 0.35041651129722595 (0.25031603323785884) | > loss_0: 2.5518271923065186 (2.412352122758564) | > loss_gen: 2.8105366230010986 (2.461897611618042) | > loss_kl: 2.3382575511932373 (3.051617534537064) | > loss_feat: 6.659811019897461 (6.6596355187265495) | > loss_mel: 17.668851852416992 (17.436453819274902) | > loss_duration: 2.361933469772339 (2.353242836500469) | > loss_1: 31.83938980102539 (31.962847358302067)  --> STEP: 20 | > loss_disc: 2.5109686851501465 (2.4172829508781435) | > loss_disc_real_0: 0.20555680990219116 (0.1393737886101008) | > loss_disc_real_1: 0.26587793231010437 (0.21131505593657493) | > loss_disc_real_2: 0.29618358612060547 (0.24090341627597808) | > loss_disc_real_3: 0.3210456669330597 (0.24382555559277536) | > loss_disc_real_4: 0.27078011631965637 (0.26451311632990837) | > loss_disc_real_5: 0.22647026181221008 (0.24912374466657639) | > loss_0: 2.5109686851501465 (2.4172829508781435) | > loss_gen: 2.845982313156128 (2.4811018466949464) | > loss_kl: 2.258706569671631 (3.0119719862937924) | > loss_feat: 6.806609630584717 (6.666984224319458) | > loss_mel: 18.03321647644043 (17.46629195213318) | > loss_duration: 2.2753076553344727 (2.3493460774421693) | > loss_1: 32.21982192993164 (31.975696086883545)  --> STEP: 21 | > loss_disc: 2.6151034832000732 (2.4267029762268066) | > loss_disc_real_0: 0.13588730990886688 (0.13920776581480393) | > loss_disc_real_1: 0.26820239424705505 (0.21402397680850255) | > loss_disc_real_2: 0.2691991329193115 (0.24225083135423206) | > loss_disc_real_3: 0.2684810161590576 (0.2449996251435507) | > loss_disc_real_4: 0.2890005111694336 (0.2656791827508381) | > loss_disc_real_5: 0.34316515922546387 (0.2536019072646186) | > loss_0: 2.6151034832000732 (2.4267029762268066) | > loss_gen: 2.36431884765625 (2.4755407515026273) | > loss_kl: 2.245145559310913 (2.9754564421517506) | > loss_feat: 4.875357151031494 (6.581668649400983) | > loss_mel: 13.453835487365723 (17.275222596668062) | > loss_duration: 2.1828982830047607 (2.341419991992769) | > loss_1: 25.121553421020508 (31.649308340890066)  --> STEP: 22 | > loss_disc: 2.5769646167755127 (2.433533050797202) | > loss_disc_real_0: 0.19631749391555786 (0.14180366254665638) | > loss_disc_real_1: 0.28247806429862976 (0.21713552623987198) | > loss_disc_real_2: 0.24592997133731842 (0.2424180649898269) | > loss_disc_real_3: 0.23809944093227386 (0.24468598040667447) | > loss_disc_real_4: 0.29056206345558167 (0.2668102227828719) | > loss_disc_real_5: 0.3632751405239105 (0.2585870542309501) | > loss_0: 2.5769646167755127 (2.433533050797202) | > loss_gen: 2.6141514778137207 (2.4818412390622226) | > loss_kl: 2.4299540519714355 (2.9506608789617363) | > loss_feat: 8.282218933105469 (6.658966389569369) | > loss_mel: 17.305870056152344 (17.276615663008258) | > loss_duration: 2.2029967308044434 (2.3351280255751177) | > loss_1: 32.83518981933594 (31.70321204445579)  --> STEP: 23 | > loss_disc: 2.4026405811309814 (2.432189899942149) | > loss_disc_real_0: 0.1416456550359726 (0.14179679265488754) | > loss_disc_real_1: 0.23724272847175598 (0.21800975242386694) | > loss_disc_real_2: 0.23172150552272797 (0.24195299718690955) | > loss_disc_real_3: 0.1879802942276001 (0.24222051579019296) | > loss_disc_real_4: 0.2559771239757538 (0.2663392184869103) | > loss_disc_real_5: 0.20166835188865662 (0.2561123280421547) | > loss_0: 2.4026405811309814 (2.432189899942149) | > loss_gen: 2.358832359313965 (2.476493026899255) | > loss_kl: 2.9190406799316406 (2.9492860876995586) | > loss_feat: 5.236220359802246 (6.597107866536016) | > loss_mel: 16.9201602935791 (17.26111760346786) | > loss_duration: 2.2766199111938477 (2.3325841945150625) | > loss_1: 29.710872650146484 (31.616588592529297)  --> STEP: 24 | > loss_disc: 2.361482858657837 (2.429243773221969) | > loss_disc_real_0: 0.13468357920646667 (0.14150040876120332) | > loss_disc_real_1: 0.2087230682373047 (0.21762280724942684) | > loss_disc_real_2: 0.23404213786125183 (0.24162337804834047) | > loss_disc_real_3: 0.20379900932312012 (0.24061961968739828) | > loss_disc_real_4: 0.2783403992652893 (0.2668392676860094) | > loss_disc_real_5: 0.2936660051345825 (0.25767706458767253) | > loss_0: 2.361482858657837 (2.429243773221969) | > loss_gen: 2.4087347984313965 (2.4736697673797607) | > loss_kl: 2.4679696559906006 (2.9292312363783517) | > loss_feat: 4.3988165855407715 (6.505512396494548) | > loss_mel: 16.909912109375 (17.24648404121399) | > loss_duration: 2.419161558151245 (2.33619158466657) | > loss_1: 28.604595184326172 (31.4910888671875)  --> STEP: 25 | > loss_disc: 2.7457733154296875 (2.4419049549102776) | > loss_disc_real_0: 0.14396336674690247 (0.1415989270806313) | > loss_disc_real_1: 0.20319636166095734 (0.21704574942588806) | > loss_disc_real_2: 0.35467395186424255 (0.24614540100097657) | > loss_disc_real_3: 0.3205775022506714 (0.2438179349899292) | > loss_disc_real_4: 0.33779779076576233 (0.26967760860919954) | > loss_disc_real_5: 0.3674554228782654 (0.2620681989192963) | > loss_0: 2.7457733154296875 (2.4419049549102776) | > loss_gen: 2.4440195560455322 (2.4724837589263915) | > loss_kl: 3.8017611503601074 (2.964132432937622) | > loss_feat: 6.0965423583984375 (6.489153594970703) | > loss_mel: 16.6073055267334 (17.220916900634766) | > loss_duration: 2.3828234672546387 (2.338056859970093) | > loss_1: 31.33245277404785 (31.484743423461914)  --> STEP: 26 | > loss_disc: 2.5466389656066895 (2.4459331860909086) | > loss_disc_real_0: 0.053776007145643234 (0.13822112246774715) | > loss_disc_real_1: 0.15168651938438416 (0.21453193288583022) | > loss_disc_real_2: 0.17582999169826508 (0.24344096218164152) | > loss_disc_real_3: 0.4006716310977936 (0.2498507694556163) | > loss_disc_real_4: 0.34542524814605713 (0.2725909793606171) | > loss_disc_real_5: 0.48228806257247925 (0.27053819367518794) | > loss_0: 2.5466389656066895 (2.4459331860909086) | > loss_gen: 2.7794930934906006 (2.484291810255784) | > loss_kl: 2.4549238681793213 (2.944547488139226) | > loss_feat: 9.291239738464355 (6.596926138951228) | > loss_mel: 20.508625030517578 (17.347367213322567) | > loss_duration: 2.3199949264526367 (2.3373621702194214) | > loss_1: 37.35427474975586 (31.710494628319374) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024364269696749174 (-1.3534839336688635e-05) | > avg_loss_disc: 2.4459331860909086 (-0.017381979868963615) | > avg_loss_disc_real_0: 0.13822112246774715 (-0.061209778802899156) | > avg_loss_disc_real_1: 0.21453193288583022 (+0.027360235269253075) | > avg_loss_disc_real_2: 0.24344096218164152 (+0.010984451724932759) | > avg_loss_disc_real_3: 0.2498507694556163 (-0.026389472759687005) | > avg_loss_disc_real_4: 0.2725909793606171 (+0.01889238821772421) | > avg_loss_disc_real_5: 0.27053819367518794 (+0.030693733634857057) | > avg_loss_0: 2.4459331860909086 (-0.017381979868963615) | > avg_loss_gen: 2.484291810255784 (-0.05672392478356025) | > avg_loss_kl: 2.944547488139226 (-0.11501195339056158) | > avg_loss_feat: 6.596926138951228 (-0.2858552565941448) | > avg_loss_mel: 17.347367213322567 (+0.12718321726872617) | > avg_loss_duration: 2.3373621702194214 (-0.0010857398693375764) | > avg_loss_1: 31.710494628319374 (-0.33149381784292586)  > EPOCH: 781/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:46:42)   --> TIME: 2024-06-12 01:46:50 -- STEP: 19/330 -- GLOBAL_STEP: 345750 | > loss_disc: 2.3334436416625977 (2.311577018938567) | > loss_disc_real_0: 0.08518193662166595 (0.09849912398739864) | > loss_disc_real_1: 0.15540072321891785 (0.18954252726153323) | > loss_disc_real_2: 0.2067137360572815 (0.20704126279605062) | > loss_disc_real_3: 0.22911272943019867 (0.2287379087586152) | > loss_disc_real_4: 0.23559723794460297 (0.23391104607205643) | > loss_disc_real_5: 0.24383102357387543 (0.2291104793548584) | > loss_0: 2.3334436416625977 (2.311577018938567) | > grad_norm_0: tensor(5.1482, device='cuda:0') (tensor(6.9252, device='cuda:0')) | > loss_gen: 2.4443717002868652 (2.4936749307732833) | > loss_kl: 1.6968520879745483 (1.8871704151755886) | > loss_feat: 7.348724365234375 (6.893355444857948) | > loss_mel: 17.80693244934082 (17.584054043418483) | > loss_duration: 1.9608290195465088 (2.0507654955512598) | > loss_1: 31.257709503173828 (30.909020574469317) | > grad_norm_1: tensor(117.3061, device='cuda:0') (tensor(77.2037, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.3492 (0.3586027371255975) | > loader_time: 0.0031 (0.0030626497770610606)  --> TIME: 2024-06-12 01:46:59 -- STEP: 44/330 -- GLOBAL_STEP: 345775 | > loss_disc: 2.36285138130188 (2.326301412148909) | > loss_disc_real_0: 0.12493357062339783 (0.1024040738967332) | > loss_disc_real_1: 0.1631176918745041 (0.19387771798805753) | > loss_disc_real_2: 0.2351469248533249 (0.20672628486698325) | > loss_disc_real_3: 0.20570212602615356 (0.22661860625852237) | > loss_disc_real_4: 0.19715532660484314 (0.23203737525777382) | > loss_disc_real_5: 0.20307797193527222 (0.22460929372093894) | > loss_0: 2.36285138130188 (2.326301412148909) | > grad_norm_0: tensor(12.6585, device='cuda:0') (tensor(7.8304, device='cuda:0')) | > loss_gen: 2.3200130462646484 (2.4853706197305163) | > loss_kl: 1.8746451139450073 (1.9128759584643624) | > loss_feat: 6.964309215545654 (6.945214596661654) | > loss_mel: 17.142183303833008 (17.37349137392911) | > loss_duration: 1.9178040027618408 (2.0035476088523865) | > loss_1: 30.21895408630371 (30.7205002524636) | > grad_norm_1: tensor(87.4550, device='cuda:0') (tensor(75.6209, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.3621 (0.35827538642016327) | > loader_time: 0.0032 (0.003212283958088268)  --> TIME: 2024-06-12 01:47:08 -- STEP: 69/330 -- GLOBAL_STEP: 345800 | > loss_disc: 2.4143528938293457 (2.3420615472655366) | > loss_disc_real_0: 0.1141887679696083 (0.10399370629718338) | > loss_disc_real_1: 0.191422700881958 (0.19415377663529435) | > loss_disc_real_2: 0.2239348590373993 (0.20783578680045361) | > loss_disc_real_3: 0.24158020317554474 (0.22777720681135205) | > loss_disc_real_4: 0.21380403637886047 (0.23273359368676724) | > loss_disc_real_5: 0.19818919897079468 (0.22416463710259701) | > loss_0: 2.4143528938293457 (2.3420615472655366) | > grad_norm_0: tensor(8.8527, device='cuda:0') (tensor(8.3356, device='cuda:0')) | > loss_gen: 2.5874202251434326 (2.4815456936324862) | > loss_kl: 1.9926738739013672 (1.9461710954057998) | > loss_feat: 7.324948310852051 (6.958809023318083) | > loss_mel: 16.748899459838867 (17.33067371534264) | > loss_duration: 1.928614616394043 (1.9896285447521491) | > loss_1: 30.58255386352539 (30.70682818647744) | > grad_norm_1: tensor(198.1824, device='cuda:0') (tensor(88.6272, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.3612 (0.3592280339503634) | > loader_time: 0.0035 (0.0033618436343428016)  --> TIME: 2024-06-12 01:47:18 -- STEP: 94/330 -- GLOBAL_STEP: 345825 | > loss_disc: 2.3348617553710938 (2.346806102610649) | > loss_disc_real_0: 0.13698460161685944 (0.10709836952229763) | > loss_disc_real_1: 0.22798539698123932 (0.19557138373877136) | > loss_disc_real_2: 0.2180127650499344 (0.208564207908955) | > loss_disc_real_3: 0.2481733113527298 (0.2281041048625682) | > loss_disc_real_4: 0.23057077825069427 (0.23336213399121103) | > loss_disc_real_5: 0.186879962682724 (0.22411033844060085) | > loss_0: 2.3348617553710938 (2.346806102610649) | > grad_norm_0: tensor(6.5851, device='cuda:0') (tensor(8.9066, device='cuda:0')) | > loss_gen: 2.7380101680755615 (2.487065523228747) | > loss_kl: 2.097489833831787 (1.9700667376213885) | > loss_feat: 7.354260444641113 (6.9454424482710815) | > loss_mel: 17.5993595123291 (17.294122107485506) | > loss_duration: 1.9901628494262695 (1.9879576551153308) | > loss_1: 31.779281616210938 (30.684654479331158) | > grad_norm_1: tensor(134.9427, device='cuda:0') (tensor(98.3983, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.3697 (0.36188171772246663) | > loader_time: 0.0036 (0.003530109182317206)  --> TIME: 2024-06-12 01:47:27 -- STEP: 119/330 -- GLOBAL_STEP: 345850 | > loss_disc: 2.325279712677002 (2.3464681140514982) | > loss_disc_real_0: 0.12159036099910736 (0.10977565916646428) | > loss_disc_real_1: 0.18919481337070465 (0.19476225521384163) | > loss_disc_real_2: 0.21964852511882782 (0.20926616647664237) | > loss_disc_real_3: 0.22133375704288483 (0.2279465062027218) | > loss_disc_real_4: 0.22842350602149963 (0.23188835795687027) | > loss_disc_real_5: 0.1994481384754181 (0.22359833058689824) | > loss_0: 2.325279712677002 (2.3464681140514982) | > grad_norm_0: tensor(12.8093, device='cuda:0') (tensor(8.9270, device='cuda:0')) | > loss_gen: 2.461998462677002 (2.4848053856056276) | > loss_kl: 2.074247360229492 (1.9798491311674358) | > loss_feat: 7.617218494415283 (6.973020024660255) | > loss_mel: 17.450176239013672 (17.288304288848114) | > loss_duration: 1.9794023036956787 (1.9895213251354316) | > loss_1: 31.58304214477539 (30.715500134379923) | > grad_norm_1: tensor(188.3676, device='cuda:0') (tensor(96.3976, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.3868 (0.36534260701732474) | > loader_time: 0.0037 (0.003622221345661067)  --> TIME: 2024-06-12 01:47:37 -- STEP: 144/330 -- GLOBAL_STEP: 345875 | > loss_disc: 2.4199063777923584 (2.3504810581604634) | > loss_disc_real_0: 0.1041363924741745 (0.11128340097558168) | > loss_disc_real_1: 0.24126039445400238 (0.19554174142993155) | > loss_disc_real_2: 0.2311345934867859 (0.20941519033577713) | > loss_disc_real_3: 0.25899943709373474 (0.2285114269082745) | > loss_disc_real_4: 0.23744086921215057 (0.2321485396888521) | > loss_disc_real_5: 0.23849686980247498 (0.22357245793359148) | > loss_0: 2.4199063777923584 (2.3504810581604634) | > grad_norm_0: tensor(14.0730, device='cuda:0') (tensor(9.3626, device='cuda:0')) | > loss_gen: 2.4716007709503174 (2.482489062680138) | > loss_kl: 2.0089120864868164 (1.987022288971477) | > loss_feat: 7.332279682159424 (6.97585975461536) | > loss_mel: 17.27158546447754 (17.278596215777934) | > loss_duration: 1.9998540878295898 (1.995387192401621) | > loss_1: 31.084232330322266 (30.719354523552788) | > grad_norm_1: tensor(331.4096, device='cuda:0') (tensor(106.0213, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.3772 (0.3679330796003341) | > loader_time: 0.004 (0.0037429167164696586)  --> TIME: 2024-06-12 01:47:47 -- STEP: 169/330 -- GLOBAL_STEP: 345900 | > loss_disc: 2.3105316162109375 (2.3532282473772934) | > loss_disc_real_0: 0.0983387753367424 (0.11244326314100853) | > loss_disc_real_1: 0.20727650821208954 (0.1961112670468155) | > loss_disc_real_2: 0.1986173838376999 (0.2100325053083827) | > loss_disc_real_3: 0.20219406485557556 (0.2285685876064752) | > loss_disc_real_4: 0.19180752336978912 (0.2314205537357274) | > loss_disc_real_5: 0.20976190268993378 (0.2225004878093505) | > loss_0: 2.3105316162109375 (2.3532282473772934) | > grad_norm_0: tensor(22.0699, device='cuda:0') (tensor(10.8848, device='cuda:0')) | > loss_gen: 2.5651683807373047 (2.485305513855973) | > loss_kl: 2.008291482925415 (2.0013241655022433) | > loss_feat: 7.3140034675598145 (6.971842878668971) | > loss_mel: 17.223541259765625 (17.29064901904948) | > loss_duration: 2.0636520385742188 (2.0011500635090664) | > loss_1: 31.174657821655273 (30.75027170124844) | > grad_norm_1: tensor(360.4538, device='cuda:0') (tensor(134.4778, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.39 (0.37103979545232124) | > loader_time: 0.0047 (0.003845807363295696)  --> TIME: 2024-06-12 01:47:57 -- STEP: 194/330 -- GLOBAL_STEP: 345925 | > loss_disc: 2.317479372024536 (2.355988042870747) | > loss_disc_real_0: 0.06628597527742386 (0.11370873889050533) | > loss_disc_real_1: 0.18441501259803772 (0.19636457820528558) | > loss_disc_real_2: 0.20891396701335907 (0.21055988852203514) | > loss_disc_real_3: 0.2201399952173233 (0.22930203401243565) | > loss_disc_real_4: 0.23673789203166962 (0.23163822462263794) | > loss_disc_real_5: 0.21119238436222076 (0.22219372348687083) | > loss_0: 2.317479372024536 (2.355988042870747) | > grad_norm_0: tensor(27.2963, device='cuda:0') (tensor(13.8094, device='cuda:0')) | > loss_gen: 2.650684118270874 (2.488357199836023) | > loss_kl: 2.1408095359802246 (2.0093126788581777) | > loss_feat: 6.715551376342773 (6.9711564865308935) | > loss_mel: 17.261966705322266 (17.263377553408926) | > loss_duration: 2.037532329559326 (2.009209843640476) | > loss_1: 30.80654525756836 (30.74141386366382) | > grad_norm_1: tensor(452.4880, device='cuda:0') (tensor(170.5847, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.4005 (0.3751141312196084) | > loader_time: 0.005 (0.00396911630925444)  --> TIME: 2024-06-12 01:48:08 -- STEP: 219/330 -- GLOBAL_STEP: 345950 | > loss_disc: 2.470956563949585 (2.355839177353741) | > loss_disc_real_0: 0.18438886106014252 (0.11482600481610865) | > loss_disc_real_1: 0.19009995460510254 (0.1965460582002657) | > loss_disc_real_2: 0.22079311311244965 (0.21075509032702344) | > loss_disc_real_3: 0.23556911945343018 (0.22893459571006636) | > loss_disc_real_4: 0.2202235758304596 (0.2311761606501662) | > loss_disc_real_5: 0.19651393592357635 (0.220849078131593) | > loss_0: 2.470956563949585 (2.355839177353741) | > grad_norm_0: tensor(56.7555, device='cuda:0') (tensor(15.8378, device='cuda:0')) | > loss_gen: 2.537745714187622 (2.4927250206742664) | > loss_kl: 2.187847137451172 (2.016010197330283) | > loss_feat: 7.456981658935547 (6.983286679063213) | > loss_mel: 17.159963607788086 (17.230435798157313) | > loss_duration: 2.0873265266418457 (2.016814609096476) | > loss_1: 31.42986488342285 (30.739272400668767) | > grad_norm_1: tensor(228.9993, device='cuda:0') (tensor(198.8639, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.4203 (0.3785037352069873) | > loader_time: 0.0057 (0.004112201194240621)  --> TIME: 2024-06-12 01:48:18 -- STEP: 244/330 -- GLOBAL_STEP: 345975 | > loss_disc: 2.366114616394043 (2.3556681324224) | > loss_disc_real_0: 0.10349246859550476 (0.115427513362565) | > loss_disc_real_1: 0.20515823364257812 (0.19675206551786326) | > loss_disc_real_2: 0.22143347561359406 (0.21077470475288693) | > loss_disc_real_3: 0.22476306557655334 (0.22903362203572616) | > loss_disc_real_4: 0.26526761054992676 (0.23116442799323894) | > loss_disc_real_5: 0.20393633842468262 (0.22087617517739047) | > loss_0: 2.366114616394043 (2.3556681324224) | > grad_norm_0: tensor(19.6848, device='cuda:0') (tensor(18.0168, device='cuda:0')) | > loss_gen: 2.5488102436065674 (2.4973979563009547) | > loss_kl: 2.116780996322632 (2.022150966476222) | > loss_feat: 6.737880229949951 (6.988493348731369) | > loss_mel: 15.739194869995117 (17.182522269546023) | > loss_duration: 2.043156385421753 (2.0259598488690442) | > loss_1: 29.185823440551758 (30.71652446027662) | > grad_norm_1: tensor(620.2484, device='cuda:0') (tensor(225.8885, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.447 (0.382574953993813) | > loader_time: 0.0054 (0.00425759886131912)  --> TIME: 2024-06-12 01:48:29 -- STEP: 269/330 -- GLOBAL_STEP: 346000 | > loss_disc: 2.4643516540527344 (2.356149065450221) | > loss_disc_real_0: 0.16143587231636047 (0.1169074311935547) | > loss_disc_real_1: 0.21422165632247925 (0.1972811592666633) | > loss_disc_real_2: 0.2526812255382538 (0.21079595835678644) | > loss_disc_real_3: 0.22994931042194366 (0.22910410293194441) | > loss_disc_real_4: 0.22829344868659973 (0.23075581859921876) | > loss_disc_real_5: 0.23490010201931 (0.22000944780594353) | > loss_0: 2.4643516540527344 (2.356149065450221) | > grad_norm_0: tensor(29.8642, device='cuda:0') (tensor(20.4821, device='cuda:0')) | > loss_gen: 2.4841599464416504 (2.500424627034638) | > loss_kl: 2.1293838024139404 (2.0278724533917742) | > loss_feat: 6.116176128387451 (7.001897342143006) | > loss_mel: 15.432229042053223 (17.13702420940188) | > loss_duration: 2.1485300064086914 (2.0345549960118707) | > loss_1: 28.31047821044922 (30.70177368249149) | > grad_norm_1: tensor(169.6776, device='cuda:0') (tensor(250.4286, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.4492 (0.387334088853744) | > loader_time: 0.0061 (0.004420002153814947) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_346000.pth  --> TIME: 2024-06-12 01:48:45 -- STEP: 294/330 -- GLOBAL_STEP: 346025 | > loss_disc: 2.433324098587036 (2.362815866664964) | > loss_disc_real_0: 0.150611013174057 (0.11845262537450613) | > loss_disc_real_1: 0.18327155709266663 (0.1981167889067105) | > loss_disc_real_2: 0.2451036274433136 (0.2109323630527575) | > loss_disc_real_3: 0.26633039116859436 (0.229307878179615) | > loss_disc_real_4: 0.23809263110160828 (0.23110455482387213) | > loss_disc_real_5: 0.23350895941257477 (0.22065701462379117) | > loss_0: 2.433324098587036 (2.362815866664964) | > grad_norm_0: tensor(10.4356, device='cuda:0') (tensor(20.9343, device='cuda:0')) | > loss_gen: 2.4067749977111816 (2.493393936124789) | > loss_kl: 2.07767653465271 (2.031177391811293) | > loss_feat: 7.388976097106934 (6.994382131667364) | > loss_mel: 17.270917892456055 (17.070873020457586) | > loss_duration: 2.184511184692383 (2.0451271708319814) | > loss_1: 31.328857421875 (30.634953712930486) | > grad_norm_1: tensor(152.6031, device='cuda:0') (tensor(257.6787, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.4681 (0.393946959858849) | > loader_time: 0.0068 (0.004614814609086434)  --> TIME: 2024-06-12 01:48:58 -- STEP: 319/330 -- GLOBAL_STEP: 346050 | > loss_disc: 2.359919548034668 (2.3678301569062707) | > loss_disc_real_0: 0.10633449256420135 (0.11956028674136508) | > loss_disc_real_1: 0.19751130044460297 (0.19834990187498477) | > loss_disc_real_2: 0.22278337180614471 (0.2111300298225918) | > loss_disc_real_3: 0.237106591463089 (0.22953703200742365) | > loss_disc_real_4: 0.2055564820766449 (0.2311301716255917) | > loss_disc_real_5: 0.20784753561019897 (0.22104664002092655) | > loss_0: 2.359919548034668 (2.3678301569062707) | > grad_norm_0: tensor(9.3159, device='cuda:0') (tensor(20.7519, device='cuda:0')) | > loss_gen: 2.408630847930908 (2.484568096627262) | > loss_kl: 2.0537259578704834 (2.037595773565359) | > loss_feat: 7.456140995025635 (7.001104861591303) | > loss_mel: 16.593929290771484 (17.04080302139809) | > loss_duration: 2.254096746444702 (2.0595250738825572) | > loss_1: 30.766523361206055 (30.62359690890417) | > grad_norm_1: tensor(136.2040, device='cuda:0') (tensor(256.9440, device='cuda:0')) | > current_lr_0: 0.00018139668527107218 | > current_lr_1: 0.00018139668527107218 | > step_time: 0.5592 (0.40290977439162884) | > loader_time: 0.0081 (0.004830842481511514)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6469781398773193 (2.6469781398773193) | > loss_disc_real_0: 0.20037981867790222 (0.20037981867790222) | > loss_disc_real_1: 0.25326448678970337 (0.25326448678970337) | > loss_disc_real_2: 0.250108927488327 (0.250108927488327) | > loss_disc_real_3: 0.276907742023468 (0.276907742023468) | > loss_disc_real_4: 0.2868719696998596 (0.2868719696998596) | > loss_disc_real_5: 0.23053567111492157 (0.23053567111492157) | > loss_0: 2.6469781398773193 (2.6469781398773193) | > loss_gen: 2.3241159915924072 (2.3241159915924072) | > loss_kl: 2.550553560256958 (2.550553560256958) | > loss_feat: 4.515517234802246 (4.515517234802246) | > loss_mel: 14.556273460388184 (14.556273460388184) | > loss_duration: 2.978688955307007 (2.978688955307007) | > loss_1: 26.92514991760254 (26.92514991760254)  --> STEP: 1 | > loss_disc: 2.2723584175109863 (2.2723584175109863) | > loss_disc_real_0: 0.07088805735111237 (0.07088805735111237) | > loss_disc_real_1: 0.14190725982189178 (0.14190725982189178) | > loss_disc_real_2: 0.20733381807804108 (0.20733381807804108) | > loss_disc_real_3: 0.22177863121032715 (0.22177863121032715) | > loss_disc_real_4: 0.24881988763809204 (0.24881988763809204) | > loss_disc_real_5: 0.21893157064914703 (0.21893157064914703) | > loss_0: 2.2723584175109863 (2.2723584175109863) | > loss_gen: 2.3339731693267822 (2.3339731693267822) | > loss_kl: 3.523624897003174 (3.523624897003174) | > loss_feat: 7.434074401855469 (7.434074401855469) | > loss_mel: 17.768526077270508 (17.768526077270508) | > loss_duration: 2.4321329593658447 (2.4321329593658447) | > loss_1: 33.492332458496094 (33.492332458496094)  --> STEP: 2 | > loss_disc: 2.3993897438049316 (2.335874080657959) | > loss_disc_real_0: 0.10433878749608994 (0.08761342242360115) | > loss_disc_real_1: 0.23743323981761932 (0.18967024981975555) | > loss_disc_real_2: 0.23200368881225586 (0.21966875344514847) | > loss_disc_real_3: 0.22178985178470612 (0.22178424149751663) | > loss_disc_real_4: 0.2771930396556854 (0.26300646364688873) | > loss_disc_real_5: 0.2430068850517273 (0.23096922785043716) | > loss_0: 2.3993897438049316 (2.335874080657959) | > loss_gen: 2.3748011589050293 (2.3543871641159058) | > loss_kl: 2.6229565143585205 (3.073290705680847) | > loss_feat: 6.109580039978027 (6.771827220916748) | > loss_mel: 17.0692195892334 (17.418872833251953) | > loss_duration: 2.465465545654297 (2.448799252510071) | > loss_1: 30.64202308654785 (32.06717777252197)  --> STEP: 3 | > loss_disc: 2.3811447620391846 (2.350964307785034) | > loss_disc_real_0: 0.13328194618225098 (0.10283626367648442) | > loss_disc_real_1: 0.1547011137008667 (0.17801387111345926) | > loss_disc_real_2: 0.18194840848445892 (0.2070953051249186) | > loss_disc_real_3: 0.2511178255081177 (0.23156210283438364) | > loss_disc_real_4: 0.2737220823764801 (0.2665783365567525) | > loss_disc_real_5: 0.28638097643852234 (0.24943981071313223) | > loss_0: 2.3811447620391846 (2.350964307785034) | > loss_gen: 2.406222105026245 (2.3716654777526855) | > loss_kl: 3.11209774017334 (3.0862263838450112) | > loss_feat: 7.028149604797363 (6.85726801554362) | > loss_mel: 16.736896514892578 (17.191547393798828) | > loss_duration: 2.381679058074951 (2.4264258543650308) | > loss_1: 31.6650447845459 (31.933133443196613)  --> STEP: 4 | > loss_disc: 2.5246100425720215 (2.394375741481781) | > loss_disc_real_0: 0.1556243598461151 (0.1160332877188921) | > loss_disc_real_1: 0.1886981725692749 (0.18068494647741318) | > loss_disc_real_2: 0.21520252525806427 (0.20912211015820503) | > loss_disc_real_3: 0.293003112077713 (0.246922355145216) | > loss_disc_real_4: 0.25737228989601135 (0.26427682489156723) | > loss_disc_real_5: 0.27228736877441406 (0.2551517002284527) | > loss_0: 2.5246100425720215 (2.394375741481781) | > loss_gen: 2.291501045227051 (2.351624369621277) | > loss_kl: 3.7842044830322266 (3.260720908641815) | > loss_feat: 5.588318824768066 (6.5400307178497314) | > loss_mel: 16.709110260009766 (17.070938110351562) | > loss_duration: 2.5199050903320312 (2.449795663356781) | > loss_1: 30.89303970336914 (31.673110008239746)  --> STEP: 5 | > loss_disc: 2.400733232498169 (2.3956472396850588) | > loss_disc_real_0: 0.10831919312477112 (0.1144904688000679) | > loss_disc_real_1: 0.18223266303539276 (0.1809944897890091) | > loss_disc_real_2: 0.22905655205249786 (0.2131089985370636) | > loss_disc_real_3: 0.3015374541282654 (0.25784537494182586) | > loss_disc_real_4: 0.2742640972137451 (0.2662742793560028) | > loss_disc_real_5: 0.18663176894187927 (0.241447713971138) | > loss_0: 2.400733232498169 (2.3956472396850588) | > loss_gen: 2.313457727432251 (2.3439910411834717) | > loss_kl: 2.6135807037353516 (3.1312928676605223) | > loss_feat: 6.431013107299805 (6.518227195739746) | > loss_mel: 19.213130950927734 (17.499376678466795) | > loss_duration: 2.3717029094696045 (2.434177112579346) | > loss_1: 32.94288635253906 (31.927065277099608)  --> STEP: 6 | > loss_disc: 2.448141574859619 (2.4043962955474854) | > loss_disc_real_0: 0.0822729766368866 (0.10912088677287102) | > loss_disc_real_1: 0.19500732421875 (0.1833299621939659) | > loss_disc_real_2: 0.24269765615463257 (0.2180404414733251) | > loss_disc_real_3: 0.28831350803375244 (0.26292339712381363) | > loss_disc_real_4: 0.25359320640563965 (0.26416076719760895) | > loss_disc_real_5: 0.259326696395874 (0.24442754437526068) | > loss_0: 2.448141574859619 (2.4043962955474854) | > loss_gen: 2.2860052585601807 (2.33432674407959) | > loss_kl: 2.818431854248047 (3.07914936542511) | > loss_feat: 6.572442531585693 (6.527263085047404) | > loss_mel: 17.55398941040039 (17.50847880045573) | > loss_duration: 2.1932549476623535 (2.3940234184265137) | > loss_1: 31.424123764038086 (31.843241691589355)  --> STEP: 7 | > loss_disc: 2.4796671867370605 (2.415149280003139) | > loss_disc_real_0: 0.13364894688129425 (0.11262489535978862) | > loss_disc_real_1: 0.23006150126457214 (0.19000589634690965) | > loss_disc_real_2: 0.25600695610046387 (0.22346422927720205) | > loss_disc_real_3: 0.29290807247161865 (0.26720692217350006) | > loss_disc_real_4: 0.2831632196903229 (0.26687540326799664) | > loss_disc_real_5: 0.22733144462108612 (0.24198524441037858) | > loss_0: 2.4796671867370605 (2.415149280003139) | > loss_gen: 2.471256971359253 (2.3538882051195418) | > loss_kl: 4.067063331604004 (3.2202799320220947) | > loss_feat: 4.568173885345459 (6.247393199375698) | > loss_mel: 16.87472915649414 (17.417943137032644) | > loss_duration: 2.5198357105255127 (2.411996603012085) | > loss_1: 30.50105857849121 (31.65150124686105)  --> STEP: 8 | > loss_disc: 2.4130496978759766 (2.4148868322372437) | > loss_disc_real_0: 0.16391032934188843 (0.1190355746075511) | > loss_disc_real_1: 0.1621565818786621 (0.18652473203837872) | > loss_disc_real_2: 0.16787563264369965 (0.21651565469801426) | > loss_disc_real_3: 0.2942030429840088 (0.27058143727481365) | > loss_disc_real_4: 0.24433480203151703 (0.2640578281134367) | > loss_disc_real_5: 0.2256859391927719 (0.23994783125817776) | > loss_0: 2.4130496978759766 (2.4148868322372437) | > loss_gen: 2.4600143432617188 (2.367153972387314) | > loss_kl: 3.2706668376922607 (3.2265782952308655) | > loss_feat: 9.97382640838623 (6.713197350502014) | > loss_mel: 17.549541473388672 (17.43439292907715) | > loss_duration: 2.2735188007354736 (2.3946868777275085) | > loss_1: 35.52756881713867 (32.13600969314575)  --> STEP: 9 | > loss_disc: 2.31504225730896 (2.4037929905785456) | > loss_disc_real_0: 0.17418375611305237 (0.12516315033038458) | > loss_disc_real_1: 0.15986603498458862 (0.1835626545879576) | > loss_disc_real_2: 0.16384300589561462 (0.2106631381644143) | > loss_disc_real_3: 0.22347111999988556 (0.2653469575775994) | > loss_disc_real_4: 0.195219486951828 (0.2564091235399246) | > loss_disc_real_5: 0.16393747925758362 (0.2315022365914451) | > loss_0: 2.31504225730896 (2.4037929905785456) | > loss_gen: 2.3687989711761475 (2.3673367500305176) | > loss_kl: 3.2273378372192383 (3.226662688785129) | > loss_feat: 10.7694673538208 (7.163894017537435) | > loss_mel: 19.538240432739258 (17.668153762817383) | > loss_duration: 2.170666217803955 (2.3697956932915583) | > loss_1: 38.07450866699219 (32.79584291246202)  --> STEP: 10 | > loss_disc: 2.3640661239624023 (2.3998203039169312) | > loss_disc_real_0: 0.11590275168418884 (0.124237110465765) | > loss_disc_real_1: 0.17006739974021912 (0.18221312910318374) | > loss_disc_real_2: 0.24218438565731049 (0.21381526291370392) | > loss_disc_real_3: 0.28563192486763 (0.2673754543066025) | > loss_disc_real_4: 0.2122722566127777 (0.25199543684720993) | > loss_disc_real_5: 0.23399046063423157 (0.23175105899572374) | > loss_0: 2.3640661239624023 (2.3998203039169312) | > loss_gen: 2.4612090587615967 (2.3767239809036256) | > loss_kl: 2.734292984008789 (3.177425718307495) | > loss_feat: 7.953566551208496 (7.242861270904541) | > loss_mel: 18.210296630859375 (17.722368049621583) | > loss_duration: 2.3593857288360596 (2.3687546968460085) | > loss_1: 33.71875 (32.88813362121582)  --> STEP: 11 | > loss_disc: 2.5215678215026855 (2.410888260061091) | > loss_disc_real_0: 0.1697186678647995 (0.12837179750204086) | > loss_disc_real_1: 0.21736480295658112 (0.18540873581712897) | > loss_disc_real_2: 0.22504082322120667 (0.21483576839620416) | > loss_disc_real_3: 0.2833848297595978 (0.2688308520750566) | > loss_disc_real_4: 0.23640377819538116 (0.2505780133334073) | > loss_disc_real_5: 0.13972721993923187 (0.22338525544513355) | > loss_0: 2.5215678215026855 (2.410888260061091) | > loss_gen: 2.253875255584717 (2.365555914965543) | > loss_kl: 3.9493248462677 (3.2475983663038774) | > loss_feat: 7.0396294593811035 (7.224385651675138) | > loss_mel: 17.62078285217285 (17.7131330316717) | > loss_duration: 2.5113742351531982 (2.381720109419389) | > loss_1: 33.3749885559082 (32.93239316073331)  --> STEP: 12 | > loss_disc: 2.2488672733306885 (2.3973865111668906) | > loss_disc_real_0: 0.054095715284347534 (0.12218212398389976) | > loss_disc_real_1: 0.06093364953994751 (0.17503581196069717) | > loss_disc_real_2: 0.21331967413425446 (0.21470942720770836) | > loss_disc_real_3: 0.20661741495132446 (0.26364639898141223) | > loss_disc_real_4: 0.2214808613061905 (0.24815325066447255) | > loss_disc_real_5: 0.18278825283050537 (0.22000217189391455) | > loss_0: 2.2488672733306885 (2.3973865111668906) | > loss_gen: 2.1042070388793945 (2.343776841958364) | > loss_kl: 3.3542327880859375 (3.256484568119049) | > loss_feat: 7.195929050445557 (7.222014268239339) | > loss_mel: 18.486141204833984 (17.777550379435223) | > loss_duration: 2.277568817138672 (2.3730408350626626) | > loss_1: 33.4180793762207 (32.972867012023926)  --> STEP: 13 | > loss_disc: 2.402761936187744 (2.397800005399264) | > loss_disc_real_0: 0.07325732707977295 (0.1184186780681977) | > loss_disc_real_1: 0.20311737060546875 (0.17719593185644883) | > loss_disc_real_2: 0.2534467875957489 (0.21768922416063455) | > loss_disc_real_3: 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2.3312604427337646 (2.393047179494585) | > loss_gen: 2.3634743690490723 (2.3302502802440097) | > loss_kl: 3.66837477684021 (3.267315694264003) | > loss_feat: 6.512564182281494 (7.096727200916836) | > loss_mel: 19.52666664123535 (17.777369499206543) | > loss_duration: 2.448911666870117 (2.3732632228306363) | > loss_1: 34.519989013671875 (32.84492588043212)  --> STEP: 15 | > loss_disc: 2.3412885665893555 (2.3895966053009032) | > loss_disc_real_0: 0.11374174803495407 (0.12040277520815532) | > loss_disc_real_1: 0.17617888748645782 (0.1728475938240687) | > loss_disc_real_2: 0.17233635485172272 (0.21154304444789887) | > loss_disc_real_3: 0.22367143630981445 (0.259070818622907) | > loss_disc_real_4: 0.24674628674983978 (0.25101057390371956) | > loss_disc_real_5: 0.2680303752422333 (0.2207746038834254) | > loss_0: 2.3412885665893555 (2.3895966053009032) | > loss_gen: 2.1765365600585938 (2.3200026988983153) | > loss_kl: 3.0081214904785156 (3.250036080678304) | > loss_feat: 5.288167476654053 (6.976156552632649) | > loss_mel: 15.847332000732422 (17.648700332641603) | > loss_duration: 2.375685930252075 (2.373424736658732) | > loss_1: 28.695844650268555 (32.568320465087886)  --> STEP: 16 | > loss_disc: 2.4428839683532715 (2.3929270654916763) | > loss_disc_real_0: 0.2128770649433136 (0.1261824183166027) | > loss_disc_real_1: 0.14925456047058105 (0.17137302923947573) | > loss_disc_real_2: 0.22477951645851135 (0.21237032394856215) | > loss_disc_real_3: 0.30979999899864197 (0.26224139239639044) | > loss_disc_real_4: 0.22757114470005035 (0.24954560957849023) | > loss_disc_real_5: 0.17678169906139374 (0.21802504733204842) | > loss_0: 2.4428839683532715 (2.3929270654916763) | > loss_gen: 2.335465908050537 (2.3209691494703293) | > loss_kl: 3.2310147285461426 (3.248847246170044) | > loss_feat: 8.86511516571045 (7.094216465950012) | > loss_mel: 14.596141815185547 (17.457915425300598) | > loss_duration: 2.3863353729248047 (2.3742316514253616) | > loss_1: 31.414073944091797 (32.496180057525635)  --> STEP: 17 | > loss_disc: 2.534170389175415 (2.4012354962966023) | > loss_disc_real_0: 0.16648732125759125 (0.12855329496019027) | > loss_disc_real_1: 0.1880398988723755 (0.17235343333552866) | > loss_disc_real_2: 0.28395429253578186 (0.2165811456301633) | > loss_disc_real_3: 0.24618731439113617 (0.2612970348666696) | > loss_disc_real_4: 0.2690052092075348 (0.2506902919096105) | > loss_disc_real_5: 0.3035922646522522 (0.2230584130567663) | > loss_0: 2.534170389175415 (2.4012354962966023) | > loss_gen: 2.3373286724090576 (2.321931474349078) | > loss_kl: 2.4333059787750244 (3.2008742304409252) | > loss_feat: 4.379090309143066 (6.9345031626084275) | > loss_mel: 16.714658737182617 (17.4141944436466) | > loss_duration: 2.5400118827819824 (2.383983429740457) | > loss_1: 28.404394149780273 (32.25548676883473)  --> STEP: 18 | > loss_disc: 2.7044286727905273 (2.418079561657376) | > loss_disc_real_0: 0.10743200778961182 (0.12737989011738035) | > loss_disc_real_1: 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13.274857521057129 (17.14545472462972) | > loss_duration: 2.1803603172302246 (2.366050197964623) | > loss_1: 24.262203216552734 (31.64288548060826)  --> STEP: 22 | > loss_disc: 2.5064966678619385 (2.436876968903975) | > loss_disc_real_0: 0.1821320354938507 (0.13740624351934952) | > loss_disc_real_1: 0.15974608063697815 (0.17339257489551196) | > loss_disc_real_2: 0.3332274258136749 (0.2226224880326878) | > loss_disc_real_3: 0.2543744742870331 (0.2657068832354112) | > loss_disc_real_4: 0.23048830032348633 (0.25059564818035474) | > loss_disc_real_5: 0.15542544424533844 (0.22593160583214325) | > loss_0: 2.5064966678619385 (2.436876968903975) | > loss_gen: 2.373201847076416 (2.310955589467829) | > loss_kl: 2.402470588684082 (3.0196161703629927) | > loss_feat: 8.40096664428711 (6.848320570859042) | > loss_mel: 20.716182708740234 (17.307760542089287) | > loss_duration: 2.2125697135925293 (2.3590738123113457) | > loss_1: 36.10539245605469 (31.845726706764914)  --> STEP: 23 | > loss_disc: 2.562380790710449 (2.4423336568086045) | > loss_disc_real_0: 0.19301046431064606 (0.1398238183363624) | > loss_disc_real_1: 0.21123486757278442 (0.17503789196843686) | > loss_disc_real_2: 0.28147053718566895 (0.22518109886542612) | > loss_disc_real_3: 0.29939985275268555 (0.2671717949535536) | > loss_disc_real_4: 0.2799524962902069 (0.2518720328807831) | > loss_disc_real_5: 0.23974435031414032 (0.22653215994005618) | > loss_0: 2.562380790710449 (2.4423336568086045) | > loss_gen: 2.3815462589263916 (2.3140247490095054) | > loss_kl: 2.49959397315979 (2.9970065096150273) | > loss_feat: 4.80410099029541 (6.759441458660623) | > loss_mel: 15.688962936401367 (17.23737803749416) | > loss_duration: 2.279123306274414 (2.3555977033532183) | > loss_1: 27.6533260345459 (31.663448416668437)  --> STEP: 24 | > loss_disc: 2.2504327297210693 (2.434337784846624) | > loss_disc_real_0: 0.10964007675647736 (0.13856616243720052) | > loss_disc_real_1: 0.18154661357402802 (0.17530908870200315) | > loss_disc_real_2: 0.3256772756576538 (0.22936843956510225) | > loss_disc_real_3: 0.25306054949760437 (0.266583826392889) | > loss_disc_real_4: 0.23017488420009613 (0.2509679850190878) | > loss_disc_real_5: 0.2365793138742447 (0.2269507913539807) | > loss_0: 2.2504327297210693 (2.434337784846624) | > loss_gen: 2.649078369140625 (2.3279853165149684) | > loss_kl: 2.319633722305298 (2.968782643477122) | > loss_feat: 8.466266632080078 (6.8305591742197675) | > loss_mel: 17.98944664001465 (17.268714229265846) | > loss_duration: 2.4152307510375977 (2.358082413673401) | > loss_1: 33.839656829833984 (31.754123767217)  --> STEP: 25 | > loss_disc: 2.457840919494629 (2.435277910232544) | > loss_disc_real_0: 0.12928655743598938 (0.13819497823715207) | > loss_disc_real_1: 0.14882320165634155 (0.1742496532201767) | > loss_disc_real_2: 0.29576343297958374 (0.2320242393016815) | > loss_disc_real_3: 0.2154037207365036 (0.2645366221666336) | > loss_disc_real_4: 0.21459202468395233 (0.24951294660568238) | > loss_disc_real_5: 0.20719444751739502 (0.22616053760051727) | > loss_0: 2.457840919494629 (2.435277910232544) | > loss_gen: 2.1438353061676025 (2.3206193161010735) | > loss_kl: 2.25270938873291 (2.9401397132873535) | > loss_feat: 7.481624126434326 (6.856601772308349) | > loss_mel: 15.688634872436523 (17.205511054992673) | > loss_duration: 2.361907720565796 (2.3582354259490965) | > loss_1: 29.9287109375 (31.68110725402832)  --> STEP: 26 | > loss_disc: 2.5790061950683594 (2.440805921187768) | > loss_disc_real_0: 0.11821990460157394 (0.1374267061742452) | > loss_disc_real_1: 0.17211581766605377 (0.1741675826219412) | > loss_disc_real_2: 0.19176669418811798 (0.23047587218192908) | > loss_disc_real_3: 0.19013187289237976 (0.2616749010407008) | > loss_disc_real_4: 0.23697249591350555 (0.2490306215790602) | > loss_disc_real_5: 0.1259448081254959 (0.22230608646686262) | > loss_0: 2.5790061950683594 (2.440805921187768) | > loss_gen: 1.793565034866333 (2.3003479975920453) | > loss_kl: 2.3319501876831055 (2.916747808456421) | > loss_feat: 11.933062553405762 (7.051850263889019) | > loss_mel: 20.52264976501465 (17.333093313070442) | > loss_duration: 2.331582546234131 (2.3572103151908284) | > loss_1: 38.91280746459961 (31.959249569819523) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024366378784179688 (+2.1090874305134885e-07) | > avg_loss_disc: 2.440805921187768 (-0.005127264903140638) | > avg_loss_disc_real_0: 0.1374267061742452 (-0.0007944162935019372) | > avg_loss_disc_real_1: 0.1741675826219412 (-0.040364350263889015) | > avg_loss_disc_real_2: 0.23047587218192908 (-0.012965089999712437) | > avg_loss_disc_real_3: 0.2616749010407008 (+0.011824131585084496) | > avg_loss_disc_real_4: 0.2490306215790602 (-0.023560357781556907) | > avg_loss_disc_real_5: 0.22230608646686262 (-0.048232107208325325) | > avg_loss_0: 2.440805921187768 (-0.005127264903140638) | > avg_loss_gen: 2.3003479975920453 (-0.18394381266373871) | > avg_loss_kl: 2.916747808456421 (-0.027799679682805056) | > avg_loss_feat: 7.051850263889019 (+0.4549241249377909) | > avg_loss_mel: 17.333093313070442 (-0.014273900252124605) | > avg_loss_duration: 2.3572103151908284 (+0.019848144971406967) | > avg_loss_1: 31.959249569819523 (+0.24875494150014887)  > EPOCH: 782/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:49:25)   --> TIME: 2024-06-12 01:49:31 -- STEP: 14/330 -- GLOBAL_STEP: 346075 | > loss_disc: 2.3095898628234863 (2.3483798844473704) | > loss_disc_real_0: 0.09508408606052399 (0.10406147954719407) | > loss_disc_real_1: 0.20344124734401703 (0.1972237548657826) | > loss_disc_real_2: 0.16931964457035065 (0.2065469760979925) | > loss_disc_real_3: 0.22939163446426392 (0.22636625170707703) | > loss_disc_real_4: 0.21932414174079895 (0.22794060515505926) | > loss_disc_real_5: 0.20964999496936798 (0.22699839302471705) | > loss_0: 2.3095898628234863 (2.3483798844473704) | > grad_norm_0: tensor(19.9636, device='cuda:0') (tensor(9.0530, device='cuda:0')) | > loss_gen: 2.508932113647461 (2.4507417508534024) | > loss_kl: 1.7336064577102661 (2.009731224605015) | > loss_feat: 7.222123146057129 (6.8231774398258755) | > loss_mel: 16.93900489807129 (17.362192426409038) | > loss_duration: 2.021145820617676 (2.0677225845200673) | > loss_1: 30.42481231689453 (30.71356569017683) | > grad_norm_1: tensor(265.2108, device='cuda:0') (tensor(101.7554, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3657 (0.3684638057436262) | > loader_time: 0.0029 (0.003158841814313616)  --> TIME: 2024-06-12 01:49:41 -- STEP: 39/330 -- GLOBAL_STEP: 346100 | > loss_disc: 2.305246591567993 (2.3244657455346522) | > loss_disc_real_0: 0.10944999009370804 (0.10119729087902947) | > loss_disc_real_1: 0.1479150950908661 (0.1946589744243866) | > loss_disc_real_2: 0.21780654788017273 (0.2076375480645742) | > loss_disc_real_3: 0.24312038719654083 (0.22803797324498495) | > loss_disc_real_4: 0.23530665040016174 (0.2297909588385851) | > loss_disc_real_5: 0.21835152804851532 (0.22267092573337066) | > loss_0: 2.305246591567993 (2.3244657455346522) | > grad_norm_0: tensor(8.0561, device='cuda:0') (tensor(7.9902, device='cuda:0')) | > loss_gen: 2.511782169342041 (2.4955373727358303) | > loss_kl: 1.9336177110671997 (1.9887948372425177) | > loss_feat: 7.699648857116699 (7.067582925160726) | > loss_mel: 16.86223602294922 (17.373984556931717) | > loss_duration: 2.0088603496551514 (2.009905738708301) | > loss_1: 31.016143798828125 (30.935805540818436) | > grad_norm_1: tensor(98.9382, device='cuda:0') (tensor(96.1271, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3745 (0.3665180756495549) | > loader_time: 0.0036 (0.0033284456301958133)  --> TIME: 2024-06-12 01:49:50 -- STEP: 64/330 -- GLOBAL_STEP: 346125 | > loss_disc: 2.2364630699157715 (2.3308531604707237) | > loss_disc_real_0: 0.09150965511798859 (0.10355672612786292) | > loss_disc_real_1: 0.17102877795696259 (0.1943256561644375) | > loss_disc_real_2: 0.1940341591835022 (0.20752901211380959) | > loss_disc_real_3: 0.24092675745487213 (0.2274355529807508) | > loss_disc_real_4: 0.2570023238658905 (0.2305535702034831) | > loss_disc_real_5: 0.22841636836528778 (0.22356118634343147) | > loss_0: 2.2364630699157715 (2.3308531604707237) | > grad_norm_0: tensor(10.2211, device='cuda:0') (tensor(8.0340, device='cuda:0')) | > loss_gen: 2.668104648590088 (2.490425206720828) | > loss_kl: 2.0828065872192383 (1.9877303428947926) | > loss_feat: 7.670752048492432 (7.051742278039455) | > loss_mel: 18.12883186340332 (17.308289617300034) | > loss_duration: 1.9913967847824097 (1.9929495044052603) | > loss_1: 32.541893005371094 (30.831136912107468) | > grad_norm_1: tensor(142.3767, device='cuda:0') (tensor(96.3881, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3745 (0.36677931249141693) | > loader_time: 0.0038 (0.003431219607591629)  --> TIME: 2024-06-12 01:49:59 -- STEP: 89/330 -- GLOBAL_STEP: 346150 | > loss_disc: 2.3784103393554688 (2.332935577028253) | > loss_disc_real_0: 0.16509558260440826 (0.10498355337408148) | > loss_disc_real_1: 0.21579675376415253 (0.19544321265113485) | > loss_disc_real_2: 0.20483845472335815 (0.20849004488312792) | > loss_disc_real_3: 0.22016236186027527 (0.22890023719728664) | > loss_disc_real_4: 0.22402404248714447 (0.23040527892246676) | > loss_disc_real_5: 0.2009773850440979 (0.22242117145757997) | > loss_0: 2.3784103393554688 (2.332935577028253) | > grad_norm_0: tensor(36.5299, device='cuda:0') (tensor(9.2583, device='cuda:0')) | > loss_gen: 2.4413633346557617 (2.492059284381652) | > loss_kl: 1.9796240329742432 (1.9955690000834083) | > loss_feat: 6.429734706878662 (7.01715148432871) | > loss_mel: 16.663606643676758 (17.301233655950995) | > loss_duration: 2.0150108337402344 (1.986241256253103) | > loss_1: 29.529338836669922 (30.79225467296129) | > grad_norm_1: tensor(275.8679, device='cuda:0') (tensor(116.1642, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3726 (0.3661389618777157) | > loader_time: 0.0037 (0.003562458445516865)  --> TIME: 2024-06-12 01:50:09 -- STEP: 114/330 -- GLOBAL_STEP: 346175 | > loss_disc: 2.3636794090270996 (2.3422974682690803) | > loss_disc_real_0: 0.08608579635620117 (0.10760104113764928) | > loss_disc_real_1: 0.1852763444185257 (0.19546601620682497) | > loss_disc_real_2: 0.20140424370765686 (0.20902306089798606) | > loss_disc_real_3: 0.24238906800746918 (0.22944290478501403) | > loss_disc_real_4: 0.24784953892230988 (0.2312563102234874) | > loss_disc_real_5: 0.22862845659255981 (0.22261658428530945) | > loss_0: 2.3636794090270996 (2.3422974682690803) | > grad_norm_0: tensor(13.8034, device='cuda:0') (tensor(11.4935, device='cuda:0')) | > loss_gen: 2.5068459510803223 (2.491025826387238) | > loss_kl: 1.8738352060317993 (1.9989999856865193) | > loss_feat: 7.345485687255859 (7.036344670412833) | > loss_mel: 17.04193687438965 (17.307114383630584) | > loss_duration: 2.0142621994018555 (1.9884166947582311) | > loss_1: 30.782363891601562 (30.821901505453546) | > grad_norm_1: tensor(214.6848, device='cuda:0') (tensor(156.0756, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3708 (0.36722698546292487) | > loader_time: 0.0039 (0.0036760631360505756)  --> TIME: 2024-06-12 01:50:18 -- STEP: 139/330 -- GLOBAL_STEP: 346200 | > loss_disc: 2.344674587249756 (2.345330788934831) | > loss_disc_real_0: 0.11243429034948349 (0.1098631998832277) | > loss_disc_real_1: 0.20634977519512177 (0.19571008195551176) | > loss_disc_real_2: 0.18133623898029327 (0.21034768931299658) | > loss_disc_real_3: 0.22194437682628632 (0.22847313535728042) | > loss_disc_real_4: 0.2009815126657486 (0.23086916628501397) | > loss_disc_real_5: 0.18266966938972473 (0.22259750415524135) | > loss_0: 2.344674587249756 (2.345330788934831) | > grad_norm_0: tensor(26.4070, device='cuda:0') (tensor(12.2034, device='cuda:0')) | > loss_gen: 2.4111645221710205 (2.4861659077431653) | > loss_kl: 2.3052845001220703 (2.012032266143414) | > loss_feat: 7.191939353942871 (6.991622070614382) | > loss_mel: 17.072219848632812 (17.2908454593137) | > loss_duration: 2.046025276184082 (1.994503920884441) | > loss_1: 31.026634216308594 (30.775169605831447) | > grad_norm_1: tensor(407.7856, device='cuda:0') (tensor(165.4386, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3872 (0.3688903849759548) | > loader_time: 0.0041 (0.003769567544511754)  --> TIME: 2024-06-12 01:50:28 -- STEP: 164/330 -- GLOBAL_STEP: 346225 | > loss_disc: 2.375499725341797 (2.351214164640846) | > loss_disc_real_0: 0.11995008587837219 (0.11046127716033921) | > loss_disc_real_1: 0.18342465162277222 (0.19630934261694188) | > loss_disc_real_2: 0.2097918689250946 (0.21047966800084925) | > loss_disc_real_3: 0.22498343884944916 (0.22968012712350705) | > loss_disc_real_4: 0.21823042631149292 (0.23165242646525547) | > loss_disc_real_5: 0.2636915147304535 (0.22285039050549996) | > loss_0: 2.375499725341797 (2.351214164640846) | > grad_norm_0: tensor(53.9086, device='cuda:0') (tensor(13.6457, device='cuda:0')) | > loss_gen: 2.570765495300293 (2.4854625332646254) | > loss_kl: 2.0503029823303223 (2.0181037311146883) | > loss_feat: 6.943390846252441 (6.999103624646256) | > loss_mel: 16.92798614501953 (17.29922664456251) | > loss_duration: 2.081543445587158 (1.9990537181133177) | > loss_1: 30.573989868164062 (30.80095021317645) | > grad_norm_1: tensor(412.8900, device='cuda:0') (tensor(182.4815, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3755 (0.370919932679432) | > loader_time: 0.0048 (0.003868456293896931)  --> TIME: 2024-06-12 01:50:38 -- STEP: 189/330 -- GLOBAL_STEP: 346250 | > loss_disc: 2.454561233520508 (2.354030131032228) | > loss_disc_real_0: 0.1081683337688446 (0.11117461658817118) | > loss_disc_real_1: 0.20636899769306183 (0.19646071315442443) | > loss_disc_real_2: 0.19432131946086884 (0.21072955161490764) | > loss_disc_real_3: 0.21328270435333252 (0.2295944039468412) | > loss_disc_real_4: 0.24652768671512604 (0.23196085775024677) | > loss_disc_real_5: 0.2870214581489563 (0.22342596270104564) | > loss_0: 2.454561233520508 (2.354030131032228) | > grad_norm_0: tensor(46.4501, device='cuda:0') (tensor(15.5553, device='cuda:0')) | > loss_gen: 2.426398277282715 (2.494783554127607) | > loss_kl: 2.044999122619629 (2.019170392127262) | > loss_feat: 7.231539726257324 (7.01020669684839) | > loss_mel: 17.663297653198242 (17.280837437463184) | > loss_duration: 2.091886281967163 (2.006813895134698) | > loss_1: 31.458120346069336 (30.81181195173314) | > grad_norm_1: tensor(396.0078, device='cuda:0') (tensor(212.4380, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.4024 (0.37294941604452775) | > loader_time: 0.0049 (0.003964955213839416)  --> TIME: 2024-06-12 01:50:48 -- STEP: 214/330 -- GLOBAL_STEP: 346275 | > loss_disc: 2.3868632316589355 (2.3538898909203376) | > loss_disc_real_0: 0.06617223471403122 (0.11226134677635173) | > loss_disc_real_1: 0.21532432734966278 (0.19681676344893803) | > loss_disc_real_2: 0.1911669224500656 (0.2113476043271127) | > loss_disc_real_3: 0.2298748642206192 (0.22946543100281297) | > loss_disc_real_4: 0.25093868374824524 (0.23144593375308492) | > loss_disc_real_5: 0.22579503059387207 (0.2217256813962883) | > loss_0: 2.3868632316589355 (2.3538898909203376) | > grad_norm_0: tensor(55.8802, device='cuda:0') (tensor(18.2527, device='cuda:0')) | > loss_gen: 2.461413860321045 (2.4986933659170263) | > loss_kl: 1.8859617710113525 (2.023552470675136) | > loss_feat: 6.755612850189209 (7.017363095951971) | > loss_mel: 16.922611236572266 (17.245486036639345) | > loss_duration: 2.1123290061950684 (2.0145111234388615) | > loss_1: 30.137929916381836 (30.79960606476971) | > grad_norm_1: tensor(523.1582, device='cuda:0') (tensor(238.3103, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.3884 (0.37530031828122706) | > loader_time: 0.0056 (0.004067243816696596)  --> TIME: 2024-06-12 01:50:59 -- STEP: 239/330 -- GLOBAL_STEP: 346300 | > loss_disc: 2.2616915702819824 (2.3536800899266215) | > loss_disc_real_0: 0.08675779402256012 (0.11422718328786194) | > loss_disc_real_1: 0.2256251722574234 (0.19695845657811503) | > loss_disc_real_2: 0.20530718564987183 (0.2116065172470763) | > loss_disc_real_3: 0.229112908244133 (0.22905236900351536) | > loss_disc_real_4: 0.19547893106937408 (0.23053024565824404) | > loss_disc_real_5: 0.17670881748199463 (0.2205364860001967) | > loss_0: 2.2616915702819824 (2.3536800899266215) | > grad_norm_0: tensor(35.9567, device='cuda:0') (tensor(20.9067, device='cuda:0')) | > loss_gen: 2.7738990783691406 (2.5040233883398835) | > loss_kl: 2.090348720550537 (2.02486294084014) | > loss_feat: 7.475595474243164 (7.030584718392983) | > loss_mel: 17.081281661987305 (17.215653024457982) | > loss_duration: 2.0635552406311035 (2.0235356411674505) | > loss_1: 31.48468017578125 (30.7986597117021) | > grad_norm_1: tensor(642.9691, device='cuda:0') (tensor(266.7706, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.4213 (0.37869769958272625) | > loader_time: 0.0053 (0.004174787130315933)  --> TIME: 2024-06-12 01:51:09 -- STEP: 264/330 -- GLOBAL_STEP: 346325 | > loss_disc: 2.298604965209961 (2.355287863449618) | > loss_disc_real_0: 0.10842781513929367 (0.11543294469910588) | > loss_disc_real_1: 0.18533127009868622 (0.1969697188698884) | > loss_disc_real_2: 0.20519942045211792 (0.21096649974810353) | > loss_disc_real_3: 0.24571272730827332 (0.22919868243237337) | > loss_disc_real_4: 0.2378012090921402 (0.23052892314665246) | > loss_disc_real_5: 0.2657790184020996 (0.22101038287986408) | > loss_0: 2.298604965209961 (2.355287863449618) | > grad_norm_0: tensor(50.8012, device='cuda:0') (tensor(22.2517, device='cuda:0')) | > loss_gen: 2.7083442211151123 (2.503717079307093) | > loss_kl: 1.9604908227920532 (2.025744204719859) | > loss_feat: 7.40595006942749 (7.034510868968385) | > loss_mel: 17.157604217529297 (17.17931135134263) | > loss_duration: 2.1593642234802246 (2.0318016631133604) | > loss_1: 31.391752243041992 (30.775085153001726) | > grad_norm_1: tensor(703.2164, device='cuda:0') (tensor(287.1329, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.4282 (0.3831752737363178) | > loader_time: 0.0059 (0.004307398290345163)  --> TIME: 2024-06-12 01:51:21 -- STEP: 289/330 -- GLOBAL_STEP: 346350 | > loss_disc: 2.4753518104553223 (2.36086342573991) | > loss_disc_real_0: 0.09954244643449783 (0.11695351548312445) | > loss_disc_real_1: 0.21463650465011597 (0.1976910470163121) | > loss_disc_real_2: 0.19677741825580597 (0.2116864926881031) | > loss_disc_real_3: 0.239694282412529 (0.22937792895368225) | > loss_disc_real_4: 0.25293534994125366 (0.23095206998830023) | > loss_disc_real_5: 0.20995347201824188 (0.22102437867012814) | > loss_0: 2.4753518104553223 (2.36086342573991) | > grad_norm_0: tensor(12.8368, device='cuda:0') (tensor(23.5759, device='cuda:0')) | > loss_gen: 2.435809373855591 (2.4989358496088467) | > loss_kl: 1.9445908069610596 (2.0282917864182384) | > loss_feat: 6.494255065917969 (7.017275341654319) | > loss_mel: 16.78554344177246 (17.115042306972615) | > loss_duration: 2.199376106262207 (2.0420556922272395) | > loss_1: 29.859573364257812 (30.701600942644692) | > grad_norm_1: tensor(348.1760, device='cuda:0') (tensor(304.6475, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.4629 (0.3893794097702396) | > loader_time: 0.0064 (0.004495201638825624)  --> TIME: 2024-06-12 01:51:34 -- STEP: 314/330 -- GLOBAL_STEP: 346375 | > loss_disc: 2.4060308933258057 (2.362391376950939) | > loss_disc_real_0: 0.19811700284481049 (0.11804479530235384) | > loss_disc_real_1: 0.18396450579166412 (0.1978982476292142) | > loss_disc_real_2: 0.2222808450460434 (0.2114245610631955) | > loss_disc_real_3: 0.2247144728899002 (0.22934665777690852) | > loss_disc_real_4: 0.2066439390182495 (0.23107765686170312) | > loss_disc_real_5: 0.22359687089920044 (0.22116682555075665) | > loss_0: 2.4060308933258057 (2.362391376950939) | > grad_norm_0: tensor(47.6899, device='cuda:0') (tensor(24.7932, device='cuda:0')) | > loss_gen: 2.47387433052063 (2.4965799758388734) | > loss_kl: 2.0746476650238037 (2.0310906373011814) | > loss_feat: 7.241881370544434 (7.025728956149642) | > loss_mel: 17.000354766845703 (17.058318505621244) | > loss_duration: 2.232567310333252 (2.055007319921141) | > loss_1: 31.023324966430664 (30.66672537129396) | > grad_norm_1: tensor(417.3739, device='cuda:0') (tensor(314.3792, device='cuda:0')) | > current_lr_0: 0.0001813740106854133 | > current_lr_1: 0.0001813740106854133 | > step_time: 0.5168 (0.39807215921438427) | > loader_time: 0.0087 (0.004715111604921378)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5802202224731445 (2.5802202224731445) | > loss_disc_real_0: 0.1686999797821045 (0.1686999797821045) | > loss_disc_real_1: 0.2682931423187256 (0.2682931423187256) | > loss_disc_real_2: 0.23369382321834564 (0.23369382321834564) | > loss_disc_real_3: 0.24731606245040894 (0.24731606245040894) | > loss_disc_real_4: 0.26109880208969116 (0.26109880208969116) | > loss_disc_real_5: 0.27869629859924316 (0.27869629859924316) | > loss_0: 2.5802202224731445 (2.5802202224731445) | > loss_gen: 2.3236377239227295 (2.3236377239227295) | > loss_kl: 2.988074779510498 (2.988074779510498) | > loss_feat: 4.430508136749268 (4.430508136749268) | > loss_mel: 14.82772445678711 (14.82772445678711) | > loss_duration: 3.195405960083008 (3.195405960083008) | > loss_1: 27.765350341796875 (27.765350341796875)  --> STEP: 1 | > loss_disc: 2.2603468894958496 (2.2603468894958496) | > loss_disc_real_0: 0.12820863723754883 (0.12820863723754883) | > loss_disc_real_1: 0.20223242044448853 (0.20223242044448853) | > loss_disc_real_2: 0.20230716466903687 (0.20230716466903687) | > loss_disc_real_3: 0.2378183901309967 (0.2378183901309967) | > loss_disc_real_4: 0.20801270008087158 (0.20801270008087158) | > loss_disc_real_5: 0.20946261286735535 (0.20946261286735535) | > loss_0: 2.2603468894958496 (2.2603468894958496) | > loss_gen: 2.4355382919311523 (2.4355382919311523) | > loss_kl: 3.521825075149536 (3.521825075149536) | > loss_feat: 5.917357444763184 (5.917357444763184) | > loss_mel: 17.262203216552734 (17.262203216552734) | > loss_duration: 2.418503761291504 (2.418503761291504) | > loss_1: 31.55542755126953 (31.55542755126953)  --> STEP: 2 | > loss_disc: 2.192626953125 (2.226486921310425) | > loss_disc_real_0: 0.09591114521026611 (0.11205989122390747) | > loss_disc_real_1: 0.22153955698013306 (0.2118859887123108) | > loss_disc_real_2: 0.18052808940410614 (0.1914176270365715) | > loss_disc_real_3: 0.21914106607437134 (0.22847972810268402) | > loss_disc_real_4: 0.20047527551651 (0.2042439877986908) | > loss_disc_real_5: 0.21870838105678558 (0.21408549696207047) | > loss_0: 2.192626953125 (2.226486921310425) | > loss_gen: 2.5089304447174072 (2.47223436832428) | > loss_kl: 3.261913299560547 (3.3918691873550415) | > loss_feat: 5.954967021942139 (5.936162233352661) | > loss_mel: 18.596694946289062 (17.9294490814209) | > loss_duration: 2.47967529296875 (2.449089527130127) | > loss_1: 32.802181243896484 (32.17880439758301)  --> STEP: 3 | > loss_disc: 2.4623780250549316 (2.3051172892252603) | > loss_disc_real_0: 0.19020135700702667 (0.1381070464849472) | > loss_disc_real_1: 0.20513935387134552 (0.20963711043198904) | > loss_disc_real_2: 0.19834111630916595 (0.193725456794103) | > loss_disc_real_3: 0.21434545516967773 (0.22376830379168192) | > loss_disc_real_4: 0.21756210923194885 (0.20868336160977682) | > loss_disc_real_5: 0.19020752608776093 (0.20612617333730063) | > loss_0: 2.4623780250549316 (2.3051172892252603) | > loss_gen: 2.1654345989227295 (2.369967778523763) | > loss_kl: 3.726642608642578 (3.5034603277842202) | > loss_feat: 5.682599067687988 (5.8516411781311035) | > loss_mel: 15.442893981933594 (17.100597381591797) | > loss_duration: 2.414397716522217 (2.4375255902608237) | > loss_1: 29.43196678161621 (31.26319185892741)  --> STEP: 4 | > loss_disc: 2.435382843017578 (2.33768367767334) | > loss_disc_real_0: 0.16295373439788818 (0.14431871846318245) | > loss_disc_real_1: 0.20746740698814392 (0.20909468457102776) | > loss_disc_real_2: 0.2211085706949234 (0.2005712352693081) | > loss_disc_real_3: 0.22727052867412567 (0.22464386001229286) | > loss_disc_real_4: 0.21880608797073364 (0.21121404320001602) | > loss_disc_real_5: 0.2730332016944885 (0.2228529304265976) | > loss_0: 2.435382843017578 (2.33768367767334) | > loss_gen: 2.2599682807922363 (2.3424679040908813) | > loss_kl: 3.327885627746582 (3.459566652774811) | > loss_feat: 4.4114603996276855 (5.491595983505249) | > loss_mel: 17.961170196533203 (17.31574058532715) | > loss_duration: 2.397737503051758 (2.427578568458557) | > loss_1: 30.35822105407715 (31.036949157714844)  --> STEP: 5 | > loss_disc: 2.695010185241699 (2.4091489791870115) | > loss_disc_real_0: 0.20644494891166687 (0.15674396455287934) | > loss_disc_real_1: 0.23589573800563812 (0.21445489525794983) | > loss_disc_real_2: 0.17349159717559814 (0.1951553076505661) | > loss_disc_real_3: 0.21930339932441711 (0.22357576787471772) | > loss_disc_real_4: 0.23408904671669006 (0.21578904390335082) | > loss_disc_real_5: 0.30930909514427185 (0.24014416337013245) | > loss_0: 2.695010185241699 (2.4091489791870115) | > loss_gen: 2.1487021446228027 (2.3037147521972656) | > loss_kl: 1.9648857116699219 (3.160630464553833) | > loss_feat: 4.634615421295166 (5.320199871063233) | > loss_mel: 15.620847702026367 (16.97676200866699) | > loss_duration: 2.3317573070526123 (2.4084143161773683) | > loss_1: 26.700807571411133 (30.1697208404541)  --> STEP: 6 | > loss_disc: 2.406978130340576 (2.408787171045939) | > loss_disc_real_0: 0.09608637541532516 (0.14663436636328697) | > loss_disc_real_1: 0.2319299429655075 (0.21736740320920944) | > loss_disc_real_2: 0.23279009759426117 (0.20142777264118195) | > loss_disc_real_3: 0.21692553162574768 (0.22246739516655603) | > loss_disc_real_4: 0.21074441075325012 (0.2149482717116674) | > loss_disc_real_5: 0.3155304193496704 (0.2527085393667221) | > loss_0: 2.406978130340576 (2.408787171045939) | > loss_gen: 2.4240899085998535 (2.3237772782643638) | > loss_kl: 3.0517520904541016 (3.1424840688705444) | > loss_feat: 5.332214832305908 (5.322202364603679) | > loss_mel: 17.22502326965332 (17.018138885498047) | > loss_duration: 2.2385149002075195 (2.38009774684906) | > loss_1: 30.271595001220703 (30.186699867248535)  --> STEP: 7 | > loss_disc: 2.4298460483551025 (2.411795582090105) | > loss_disc_real_0: 0.17124593257904053 (0.1501503043941089) | > loss_disc_real_1: 0.2006538361310959 (0.21497975076947892) | > loss_disc_real_2: 0.2600296437740326 (0.20979946851730347) | > loss_disc_real_3: 0.28435033559799194 (0.23130781522818974) | > loss_disc_real_4: 0.2027873694896698 (0.21321099996566772) | > loss_disc_real_5: 0.18065263330936432 (0.2424148385013853) | > loss_0: 2.4298460483551025 (2.411795582090105) | > loss_gen: 2.4319159984588623 (2.3392256668635776) | > loss_kl: 4.322512626647949 (3.3110595771244595) | > loss_feat: 5.3510026931762695 (5.326316697256906) | > loss_mel: 17.000812530517578 (17.015663691929408) | > loss_duration: 2.515254020690918 (2.3994057859693254) | > loss_1: 31.621498107910156 (30.39167104448591)  --> STEP: 8 | > loss_disc: 2.4315574169158936 (2.414265811443329) | > loss_disc_real_0: 0.18261459469795227 (0.15420834068208933) | > loss_disc_real_1: 0.19389724731445312 (0.2123444378376007) | > loss_disc_real_2: 0.2725825607776642 (0.21764735504984856) | > loss_disc_real_3: 0.2346237301826477 (0.231722304597497) | > loss_disc_real_4: 0.22058945894241333 (0.21413330733776093) | > loss_disc_real_5: 0.22730807960033417 (0.2405264936387539) | > loss_0: 2.4315574169158936 (2.414265811443329) | > loss_gen: 2.5414042472839355 (2.3644979894161224) | > loss_kl: 3.1468942165374756 (3.2905389070510864) | > loss_feat: 6.613714218139648 (5.4872413873672485) | > loss_mel: 16.297130584716797 (16.925847053527832) | > loss_duration: 2.28243088722229 (2.384783923625946) | > loss_1: 30.881574630737305 (30.452908992767334)  --> STEP: 9 | > loss_disc: 2.4476304054260254 (2.4179729885525174) | > loss_disc_real_0: 0.20016345381736755 (0.1593144643637869) | > loss_disc_real_1: 0.18459583818912506 (0.20926126009888119) | > loss_disc_real_2: 0.19689154624938965 (0.21534115407201979) | > loss_disc_real_3: 0.2295888364315033 (0.23148525257905325) | > loss_disc_real_4: 0.1646498441696167 (0.20863514476352268) | > loss_disc_real_5: 0.24282556772232056 (0.24078194631470573) | > loss_0: 2.4476304054260254 (2.4179729885525174) | > loss_gen: 2.2514734268188477 (2.351939704683092) | > loss_kl: 2.605855703353882 (3.214462995529175) | > loss_feat: 10.727764129638672 (6.0695216920640735) | > loss_mel: 18.250036239624023 (17.0729791853163) | > loss_duration: 2.250671863555908 (2.369882583618164) | > loss_1: 36.08580017089844 (31.078785790337456)  --> STEP: 10 | > loss_disc: 2.286099910736084 (2.404785680770874) | > loss_disc_real_0: 0.11386330425739288 (0.1547693483531475) | > loss_disc_real_1: 0.2093624472618103 (0.2092713788151741) | > loss_disc_real_2: 0.19603894650936127 (0.21341093331575395) | > loss_disc_real_3: 0.20382927358150482 (0.2287196546792984) | > loss_disc_real_4: 0.18433304131031036 (0.20620493441820145) | > loss_disc_real_5: 0.16204531490802765 (0.23290828317403794) | > loss_0: 2.286099910736084 (2.404785680770874) | > loss_gen: 2.1878769397735596 (2.3355334281921385) | > loss_kl: 2.9298312664031982 (3.1859998226165773) | > loss_feat: 5.102635860443115 (5.972833108901978) | > loss_mel: 13.721046447753906 (16.73778591156006) | > loss_duration: 2.4135818481445312 (2.374252510070801) | > loss_1: 26.35497283935547 (30.606404495239257)  --> STEP: 11 | > loss_disc: 2.319643497467041 (2.3970454822887075) | > loss_disc_real_0: 0.10650786757469177 (0.15038194100965152) | > loss_disc_real_1: 0.17940817773342133 (0.20655654235319656) | > loss_disc_real_2: 0.2729717791080475 (0.2188255556605079) | > loss_disc_real_3: 0.23114266991615295 (0.22893992879173972) | > loss_disc_real_4: 0.22752442955970764 (0.20814307034015656) | > loss_disc_real_5: 0.19724658131599426 (0.22966631027785214) | > loss_0: 2.319643497467041 (2.3970454822887075) | > loss_gen: 2.296894073486328 (2.3320207595825195) | > loss_kl: 4.102519989013672 (3.269319837743586) | > loss_feat: 7.039427757263184 (6.069796258752996) | > loss_mel: 16.55376625061035 (16.721056851473723) | > loss_duration: 2.545332670211792 (2.3898052519018) | > loss_1: 32.537940979003906 (30.781998721036043)  --> STEP: 12 | > loss_disc: 2.3037896156311035 (2.3892741600672402) | > loss_disc_real_0: 0.17910079658031464 (0.15277517897387347) | > loss_disc_real_1: 0.21095353364944458 (0.20692295829455057) | > loss_disc_real_2: 0.22695817053318024 (0.21950327356656393) | > loss_disc_real_3: 0.19928742945194244 (0.22646888718008995) | > loss_disc_real_4: 0.14940519630908966 (0.20324824750423431) | > loss_disc_real_5: 0.1653698980808258 (0.22430827592809996) | > loss_0: 2.3037896156311035 (2.3892741600672402) | > loss_gen: 2.3037378787994385 (2.329663852850596) | > loss_kl: 3.5935425758361816 (3.2963383992513022) | > loss_feat: 6.773036479949951 (6.128399610519409) | > loss_mel: 17.452959060668945 (16.78204870223999) | > loss_duration: 2.309628963470459 (2.3831238945325217) | > loss_1: 32.43290328979492 (30.91957410176595)  --> STEP: 13 | > loss_disc: 2.2784979343414307 (2.380752911934486) | > loss_disc_real_0: 0.1439695507287979 (0.1520978229550215) | > loss_disc_real_1: 0.21709416806697845 (0.2077053590462758) | > loss_disc_real_2: 0.17811407148838043 (0.21631948879131904) | > loss_disc_real_3: 0.1960829198360443 (0.22413150507670182) | > loss_disc_real_4: 0.21955370903015137 (0.2045025137754587) | > loss_disc_real_5: 0.18886062502861023 (0.22158153355121613) | > loss_0: 2.2784979343414307 (2.380752911934486) | > loss_gen: 2.4432826042175293 (2.3384037568018985) | > loss_kl: 3.4879021644592285 (3.3110740734980655) | > loss_feat: 5.840880870819092 (6.106282784388616) | > loss_mel: 16.01087760925293 (16.722727848933292) | > loss_duration: 2.256977081298828 (2.373420293514545) | > loss_1: 30.039920806884766 (30.851908463698166)  --> STEP: 14 | > loss_disc: 2.175102949142456 (2.3660636288779124) | > loss_disc_real_0: 0.10705582797527313 (0.14888053759932518) | > loss_disc_real_1: 0.17222091555595398 (0.20517075593982423) | > loss_disc_real_2: 0.18116293847560883 (0.21380830662591116) | > loss_disc_real_3: 0.1940518468618393 (0.2219829580613545) | > loss_disc_real_4: 0.20484888553619385 (0.20452725461551122) | > loss_disc_real_5: 0.19750039279460907 (0.21986145206860133) | > loss_0: 2.175102949142456 (2.3660636288779124) | > loss_gen: 2.29813551902771 (2.3355274541037425) | > loss_kl: 3.1849000453948975 (3.3020616429192677) | > loss_feat: 7.066378116607666 (6.174861022404262) | > loss_mel: 17.687088012695312 (16.791610717773438) | > loss_duration: 2.3873231410980225 (2.3744133540562222) | > loss_1: 32.62382507324219 (30.978473935808456)  --> STEP: 15 | > loss_disc: 2.321183681488037 (2.363071632385254) | > loss_disc_real_0: 0.17700710892677307 (0.15075564235448838) | > loss_disc_real_1: 0.22388066351413727 (0.2064180831114451) | > loss_disc_real_2: 0.2022801637649536 (0.213039763768514) | > loss_disc_real_3: 0.20809322595596313 (0.22105697592099507) | > loss_disc_real_4: 0.2046387493610382 (0.20453468759854634) | > loss_disc_real_5: 0.27880480885505676 (0.22379100918769837) | > loss_0: 2.321183681488037 (2.363071632385254) | > loss_gen: 2.511861562728882 (2.347283061345418) | > loss_kl: 3.4479455947875977 (3.31178723971049) | > loss_feat: 6.262914657592773 (6.180731264750163) | > loss_mel: 17.889678955078125 (16.864815266927085) | > loss_duration: 2.412231922149658 (2.376934591929118) | > loss_1: 32.524635314941406 (31.081551361083985)  --> STEP: 16 | > loss_disc: 2.2093095779418945 (2.353461503982544) | > loss_disc_real_0: 0.2687474191188812 (0.15813012840226293) | > loss_disc_real_1: 0.16844768822193146 (0.2040449334308505) | > loss_disc_real_2: 0.26087260246276855 (0.2160293161869049) | > loss_disc_real_3: 0.2616914212703705 (0.22359662875533104) | > loss_disc_real_4: 0.21457026898860931 (0.20516191143542528) | > loss_disc_real_5: 0.20036926865577698 (0.22232715040445328) | > loss_0: 2.2093095779418945 (2.353461503982544) | > loss_gen: 3.0688343048095703 (2.392380014061928) | > loss_kl: 3.1425554752349854 (3.301210254430771) | > loss_feat: 9.412721633911133 (6.382730662822723) | > loss_mel: 16.72187042236328 (16.855881214141846) | > loss_duration: 2.4432249069213867 (2.3810777366161346) | > loss_1: 34.789207458496094 (31.31327986717224)  --> STEP: 17 | > loss_disc: 2.2866902351379395 (2.3495337822858025) | > loss_disc_real_0: 0.1679011583328247 (0.15870489486876657) | > loss_disc_real_1: 0.1930883675813675 (0.2034004295573515) | > loss_disc_real_2: 0.21657691895961761 (0.21606152811471155) | > loss_disc_real_3: 0.23244179785251617 (0.22411693281987133) | > loss_disc_real_4: 0.16600844264030457 (0.20285876621218288) | > loss_disc_real_5: 0.25460124015808105 (0.22422562627231374) | > loss_0: 2.2866902351379395 (2.3495337822858025) | > loss_gen: 2.5773205757141113 (2.403258870629703) | > loss_kl: 2.9276514053344727 (3.27923620448393) | > loss_feat: 7.510199546813965 (6.449052361881032) | > loss_mel: 17.34061050415039 (16.884394701789407) | > loss_duration: 2.4656505584716797 (2.3860526084899902) | > loss_1: 32.821434020996094 (31.401994817397174)  --> STEP: 18 | > loss_disc: 2.128411054611206 (2.3372491863038807) | > loss_disc_real_0: 0.08729854226112366 (0.15473787527945307) | > loss_disc_real_1: 0.12516307830810547 (0.1990539100435045) | > loss_disc_real_2: 0.15025976300239563 (0.21240587449736065) | > loss_disc_real_3: 0.17357850074768066 (0.2213092421491941) | > loss_disc_real_4: 0.18934014439582825 (0.20210773166682985) | > loss_disc_real_5: 0.19554588198661804 (0.22263230714533064) | > loss_0: 2.128411054611206 (2.3372491863038807) | > loss_gen: 2.2566981315612793 (2.395116607348124) | > loss_kl: 2.4536712169647217 (3.233371482955085) | > loss_feat: 8.278848648071289 (6.550707711113824) | > loss_mel: 17.576799392700195 (16.92286162906223) | > loss_duration: 2.2766733169555664 (2.3799759811825223) | > loss_1: 32.842689514160156 (31.482033411661785)  --> STEP: 19 | > loss_disc: 2.5384650230407715 (2.347839493500559) | > loss_disc_real_0: 0.14602956175804138 (0.15427954298885246) | > loss_disc_real_1: 0.22022633254528046 (0.20016824806991376) | > loss_disc_real_2: 0.3142405152320862 (0.21776559243076726) | > loss_disc_real_3: 0.2301316261291504 (0.22177357814813914) | > loss_disc_real_4: 0.21567048132419586 (0.2028215605961649) | > loss_disc_real_5: 0.21385374665260315 (0.2221702776457134) | > loss_0: 2.5384650230407715 (2.347839493500559) | > loss_gen: 2.262491226196289 (2.3881363241296065) | > loss_kl: 2.2646591663360596 (3.1823866241856624) | > loss_feat: 5.925293922424316 (6.5177911959196395) | > loss_mel: 15.213685035705566 (16.832904966253984) | > loss_duration: 2.364182233810425 (2.379144731320833) | > loss_1: 28.030309677124023 (31.300363741422956)  --> STEP: 20 | > loss_disc: 2.5707223415374756 (2.358983635902405) | > loss_disc_real_0: 0.2618839740753174 (0.1596597645431757) | > loss_disc_real_1: 0.29635998606681824 (0.204977834969759) | > loss_disc_real_2: 0.2580360174179077 (0.2197791136801243) | > loss_disc_real_3: 0.2749658524990082 (0.2244331918656826) | > loss_disc_real_4: 0.25174224376678467 (0.2052675947546959) | > loss_disc_real_5: 0.26518920063972473 (0.22432122379541397) | > loss_0: 2.5707223415374756 (2.358983635902405) | > loss_gen: 2.78316068649292 (2.407887542247772) | > loss_kl: 2.43548321723938 (3.145041453838348) | > loss_feat: 8.094701766967773 (6.596636724472046) | > loss_mel: 18.990310668945312 (16.94077525138855) | > loss_duration: 2.3155698776245117 (2.375965988636017) | > loss_1: 34.61922836303711 (31.466306972503663)  --> STEP: 21 | > loss_disc: 2.1066555976867676 (2.3469680150349936) | > loss_disc_real_0: 0.12212331593036652 (0.1578723146092324) | > loss_disc_real_1: 0.15356457233428955 (0.20252958436806998) | > loss_disc_real_2: 0.14143918454647064 (0.216048640864236) | > loss_disc_real_3: 0.21036109328269958 (0.2237630919331596) | > loss_disc_real_4: 0.21294111013412476 (0.20563300024895442) | > loss_disc_real_5: 0.1893116682767868 (0.22265410210405076) | > loss_0: 2.1066555976867676 (2.3469680150349936) | > loss_gen: 2.367067337036133 (2.40594372295198) | > loss_kl: 2.0570738315582275 (3.0932334718250094) | > loss_feat: 6.110474586486816 (6.573486146472749) | > loss_mel: 15.118924140930176 (16.854020436604817) | > loss_duration: 2.1272852420806885 (2.364124048323858) | > loss_1: 27.780824661254883 (31.29080781482515)  --> STEP: 22 | > loss_disc: 2.4631354808807373 (2.352248354391618) | > loss_disc_real_0: 0.12149589508771896 (0.15621884099461816) | > loss_disc_real_1: 0.27231326699256897 (0.20570156994191083) | > loss_disc_real_2: 0.17492592334747314 (0.21417942643165588) | > loss_disc_real_3: 0.23357780277729034 (0.22420921515334735) | > loss_disc_real_4: 0.2050764113664627 (0.20560770075429569) | > loss_disc_real_5: 0.23761887848377228 (0.22333431921221994) | > loss_0: 2.4631354808807373 (2.352248354391618) | > loss_gen: 2.2787342071533203 (2.400161472233859) | > loss_kl: 2.5042717456817627 (3.0664624842730435) | > loss_feat: 7.494386196136475 (6.615345239639282) | > loss_mel: 17.08258628845215 (16.86440979350697) | > loss_duration: 2.2329723834991455 (2.3581626090136436) | > loss_1: 31.592952728271484 (31.304541674527254)  --> STEP: 23 | > loss_disc: 2.337369203567505 (2.35160143479057) | > loss_disc_real_0: 0.12570197880268097 (0.15489202089931653) | > loss_disc_real_1: 0.19764040410518646 (0.2053510844707489) | > loss_disc_real_2: 0.23552720248699188 (0.21510759060797485) | > loss_disc_real_3: 0.2548459470272064 (0.22554124697394992) | > loss_disc_real_4: 0.18194685876369476 (0.20457896849383478) | > loss_disc_real_5: 0.2267276644706726 (0.22348185596258743) | > loss_0: 2.337369203567505 (2.35160143479057) | > loss_gen: 2.4178287982940674 (2.4009296168451724) | > loss_kl: 2.493431568145752 (3.0415480966153354) | > loss_feat: 6.662558555603027 (6.6173979925072715) | > loss_mel: 18.115806579589844 (16.918818349423617) | > loss_duration: 2.304698944091797 (2.3558381018431285) | > loss_1: 31.994325637817383 (31.334532281626824)  --> STEP: 24 | > loss_disc: 2.4034323692321777 (2.35376105705897) | > loss_disc_real_0: 0.20954300463199615 (0.1571691452215115) | > loss_disc_real_1: 0.1707346886396408 (0.20390873464445272) | > loss_disc_real_2: 0.1922854334115982 (0.21415666739145914) | > loss_disc_real_3: 0.2104320377111435 (0.22491169658799967) | > loss_disc_real_4: 0.17470456659793854 (0.20333420174817243) | > loss_disc_real_5: 0.17370012402534485 (0.221407617131869) | > loss_0: 2.4034323692321777 (2.35376105705897) | > loss_gen: 2.234398603439331 (2.393990824619929) | > loss_kl: 2.4908652305603027 (3.0186029771963754) | > loss_feat: 5.837192535400391 (6.584889431794484) | > loss_mel: 16.371620178222656 (16.896018425623577) | > loss_duration: 2.406022071838379 (2.3579291005929304) | > loss_1: 29.340099334716797 (31.25143090883891)  --> STEP: 25 | > loss_disc: 2.4233691692352295 (2.3565453815460207) | > loss_disc_real_0: 0.17074616253376007 (0.15771222591400147) | > loss_disc_real_1: 0.2014060616493225 (0.20380862772464753) | > loss_disc_real_2: 0.2010323852300644 (0.21363169610500335) | > loss_disc_real_3: 0.18219074606895447 (0.22320285856723784) | > loss_disc_real_4: 0.17072683572769165 (0.20202990710735322) | > loss_disc_real_5: 0.19056770205497742 (0.22017402052879334) | > loss_0: 2.4233691692352295 (2.3565453815460207) | > loss_gen: 1.9762601852416992 (2.3772815990448) | > loss_kl: 3.2162880897521973 (3.0265103816986083) | > loss_feat: 3.9655420780181885 (6.4801155376434325) | > loss_mel: 15.432345390319824 (16.837471504211425) | > loss_duration: 2.4329938888549805 (2.3609316921234127) | > loss_1: 27.02342987060547 (31.08231086730957)  --> STEP: 26 | > loss_disc: 1.9530746936798096 (2.341027278166551) | > loss_disc_real_0: 0.07252935320138931 (0.154435961578901) | > loss_disc_real_1: 0.13725079596042633 (0.2012487111183313) | > loss_disc_real_2: 0.2147275060415268 (0.2136738426410235) | > loss_disc_real_3: 0.1512247771024704 (0.22043447081859296) | > loss_disc_real_4: 0.07598757743835449 (0.19718212519700712) | > loss_disc_real_5: 0.12978973984718323 (0.2166977020410391) | > loss_0: 1.9530746936798096 (2.341027278166551) | > loss_gen: 2.359006881713867 (2.376578725301303) | > loss_kl: 2.5529239177703857 (3.0082955177013693) | > loss_feat: 14.530014991760254 (6.789727055109465) | > loss_mel: 18.983352661132812 (16.920005394862248) | > loss_duration: 2.3067355155944824 (2.358847223795377) | > loss_1: 40.73203659057617 (31.453454164358284) --> EVAL PERFORMANCE | > avg_loader_time: 0.002325855768643893 (-0.00011078210977407592) | > avg_loss_disc: 2.341027278166551 (-0.09977864302121686) | > avg_loss_disc_real_0: 0.154435961578901 (+0.017009255404655782) | > avg_loss_disc_real_1: 0.2012487111183313 (+0.027081128496390106) | > avg_loss_disc_real_2: 0.2136738426410235 (-0.016802029540905594) | > avg_loss_disc_real_3: 0.22043447081859296 (-0.04124043022210783) | > avg_loss_disc_real_4: 0.19718212519700712 (-0.05184849638205308) | > avg_loss_disc_real_5: 0.2166977020410391 (-0.005608384425823509) | > avg_loss_0: 2.341027278166551 (-0.09977864302121686) | > avg_loss_gen: 2.376578725301303 (+0.07623072770925754) | > avg_loss_kl: 3.0082955177013693 (+0.09154770924494837) | > avg_loss_feat: 6.789727055109465 (-0.2621232087795544) | > avg_loss_mel: 16.920005394862248 (-0.4130879182081948) | > avg_loss_duration: 2.358847223795377 (+0.0016369086045484593) | > avg_loss_1: 31.453454164358284 (-0.5057954054612388)  > EPOCH: 783/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:52:02)   --> TIME: 2024-06-12 01:52:06 -- STEP: 9/330 -- GLOBAL_STEP: 346400 | > loss_disc: 2.4085421562194824 (2.3239846229553223) | > loss_disc_real_0: 0.09581831842660904 (0.10259548491901821) | > loss_disc_real_1: 0.16912752389907837 (0.19722432725959355) | > loss_disc_real_2: 0.2011980265378952 (0.20418167445394728) | > loss_disc_real_3: 0.21219003200531006 (0.21837383839819166) | > loss_disc_real_4: 0.22876958549022675 (0.2348544630739424) | > loss_disc_real_5: 0.21594616770744324 (0.22819948858684963) | > loss_0: 2.4085421562194824 (2.3239846229553223) | > grad_norm_0: tensor(5.6322, device='cuda:0') (tensor(6.6269, device='cuda:0')) | > loss_gen: 2.4081411361694336 (2.4854972892337375) | > loss_kl: 2.0524702072143555 (1.9133470058441162) | > loss_feat: 6.859303951263428 (6.791329754723443) | > loss_mel: 17.555200576782227 (17.53591685824924) | > loss_duration: 2.0817089080810547 (2.1240307490030923) | > loss_1: 30.956823348999023 (30.850120968288845) | > grad_norm_1: tensor(76.4879, device='cuda:0') (tensor(85.4009, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3566 (0.3660699526468913) | > loader_time: 0.0031 (0.003064049614800347)  --> TIME: 2024-06-12 01:52:16 -- STEP: 34/330 -- GLOBAL_STEP: 346425 | > loss_disc: 2.3726985454559326 (2.3508388224770043) | > loss_disc_real_0: 0.08963711559772491 (0.10579128410009776) | > loss_disc_real_1: 0.24056944251060486 (0.19869824542718775) | > loss_disc_real_2: 0.20106084644794464 (0.21033680219860637) | > loss_disc_real_3: 0.2629152238368988 (0.22570490092039108) | > loss_disc_real_4: 0.236387699842453 (0.23199217810350306) | > loss_disc_real_5: 0.2238093912601471 (0.2245574571630534) | > loss_0: 2.3726985454559326 (2.3508388224770043) | > grad_norm_0: tensor(10.4378, device='cuda:0') (tensor(8.8345, device='cuda:0')) | > loss_gen: 2.461860179901123 (2.484493437935324) | > loss_kl: 1.957893967628479 (1.928774546174442) | > loss_feat: 6.595335960388184 (6.92289137840271) | > loss_mel: 17.060089111328125 (17.40139633066514) | > loss_duration: 2.0072319507598877 (2.0170197276508106) | > loss_1: 30.082412719726562 (30.754575280582202) | > grad_norm_1: tensor(55.3683, device='cuda:0') (tensor(93.4128, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3691 (0.3631236202576581) | > loader_time: 0.0039 (0.0032309293746948242)  --> TIME: 2024-06-12 01:52:25 -- STEP: 59/330 -- GLOBAL_STEP: 346450 | > loss_disc: 2.353013753890991 (2.351900690692967) | > loss_disc_real_0: 0.11072057485580444 (0.10853366174940336) | > loss_disc_real_1: 0.21051307022571564 (0.19699545760275955) | > loss_disc_real_2: 0.22474199533462524 (0.21034027055158452) | > loss_disc_real_3: 0.19260276854038239 (0.22609903953843197) | > loss_disc_real_4: 0.23341017961502075 (0.2316507414235907) | > loss_disc_real_5: 0.2276323139667511 (0.22337518354593697) | > loss_0: 2.353013753890991 (2.351900690692967) | > grad_norm_0: tensor(17.8547, device='cuda:0') (tensor(8.7787, device='cuda:0')) | > loss_gen: 2.5263147354125977 (2.4660678879689364) | > loss_kl: 2.044293165206909 (1.955096511517541) | > loss_feat: 6.855075836181641 (6.926388982999122) | > loss_mel: 15.985041618347168 (17.34571767257432) | > loss_duration: 1.9618656635284424 (1.9972269696704419) | > loss_1: 29.372591018676758 (30.690497964115465) | > grad_norm_1: tensor(93.7628, device='cuda:0') (tensor(88.7600, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3612 (0.367411447783648) | > loader_time: 0.0038 (0.0035081798747434454)  --> TIME: 2024-06-12 01:52:35 -- STEP: 84/330 -- GLOBAL_STEP: 346475 | > loss_disc: 2.2929611206054688 (2.3516578418867935) | > loss_disc_real_0: 0.08246488869190216 (0.10853654616290614) | > loss_disc_real_1: 0.17280912399291992 (0.1969153224712327) | > loss_disc_real_2: 0.2052222192287445 (0.21012428846387637) | > loss_disc_real_3: 0.2179386019706726 (0.2266803000654493) | > loss_disc_real_4: 0.25016963481903076 (0.23200174669424692) | > loss_disc_real_5: 0.22157563269138336 (0.22349016687699727) | > loss_0: 2.2929611206054688 (2.3516578418867935) | > grad_norm_0: tensor(7.7104, device='cuda:0') (tensor(9.0666, device='cuda:0')) | > loss_gen: 2.53509521484375 (2.4696783309891117) | > loss_kl: 2.14052414894104 (1.9770396067982627) | > loss_feat: 6.87514066696167 (6.9652801638557795) | > loss_mel: 17.369821548461914 (17.309697741553894) | > loss_duration: 2.0506701469421387 (1.9900865469660085) | > loss_1: 30.97125244140625 (30.71178234191168) | > grad_norm_1: tensor(133.4893, device='cuda:0') (tensor(96.8336, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3683 (0.370531263805571) | > loader_time: 0.0042 (0.0036918577693757556)  --> TIME: 2024-06-12 01:52:44 -- STEP: 109/330 -- GLOBAL_STEP: 346500 | > loss_disc: 2.3453617095947266 (2.3501995834735556) | > loss_disc_real_0: 0.12343329191207886 (0.10973929060161661) | > loss_disc_real_1: 0.1966436803340912 (0.1975054416908037) | > loss_disc_real_2: 0.19065427780151367 (0.2099544318444138) | > loss_disc_real_3: 0.24747754633426666 (0.22733847783246172) | > loss_disc_real_4: 0.23478354513645172 (0.23142010588711553) | > loss_disc_real_5: 0.2402973473072052 (0.2230292099331497) | > loss_0: 2.3453617095947266 (2.3501995834735556) | > grad_norm_0: tensor(8.5540, device='cuda:0') (tensor(9.2990, device='cuda:0')) | > loss_gen: 2.4647512435913086 (2.472964157751941) | > loss_kl: 2.1696133613586426 (1.9903820960893543) | > loss_feat: 6.483137130737305 (6.954923139799625) | > loss_mel: 16.967260360717773 (17.2215981614699) | > loss_duration: 1.9467298984527588 (1.9916062956556273) | > loss_1: 30.031492233276367 (30.6314739087306) | > grad_norm_1: tensor(61.3322, device='cuda:0') (tensor(101.5345, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3704 (0.37184337519724436) | > loader_time: 0.0044 (0.0037960546826003886) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_346500.pth  --> TIME: 2024-06-12 01:52:59 -- STEP: 134/330 -- GLOBAL_STEP: 346525 | > loss_disc: 2.4140536785125732 (2.357327055575243) | > loss_disc_real_0: 0.1058005690574646 (0.1113806609898361) | > loss_disc_real_1: 0.18846803903579712 (0.1964528333784929) | > loss_disc_real_2: 0.23620329797267914 (0.2112346462794204) | > loss_disc_real_3: 0.21109209954738617 (0.22748890074331368) | > loss_disc_real_4: 0.2188345491886139 (0.23106380173964286) | > loss_disc_real_5: 0.2117844671010971 (0.2235012237927807) | > loss_0: 2.4140536785125732 (2.357327055575243) | > grad_norm_0: tensor(10.6850, device='cuda:0') (tensor(9.4399, device='cuda:0')) | > loss_gen: 2.5117907524108887 (2.472985669748107) | > loss_kl: 2.079695701599121 (2.0003686760788533) | > loss_feat: 7.472125053405762 (6.982036455353694) | > loss_mel: 17.638113021850586 (17.272925889314102) | > loss_duration: 2.0119574069976807 (1.9957591784534174) | > loss_1: 31.713682174682617 (30.724075858272723) | > grad_norm_1: tensor(85.7162, device='cuda:0') (tensor(101.0771, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3676 (0.3721774460664436) | > loader_time: 0.0041 (0.0038586338954185373)  --> TIME: 2024-06-12 01:53:08 -- STEP: 159/330 -- GLOBAL_STEP: 346550 | > loss_disc: 2.421478748321533 (2.3686409671351596) | > loss_disc_real_0: 0.14496305584907532 (0.11345936386090405) | > loss_disc_real_1: 0.16914129257202148 (0.1972397774832803) | > loss_disc_real_2: 0.1765693724155426 (0.21195007410814176) | > loss_disc_real_3: 0.20915475487709045 (0.22861297316146348) | > loss_disc_real_4: 0.22779592871665955 (0.23206149557101652) | > loss_disc_real_5: 0.20689716935157776 (0.22416561185938758) | > loss_0: 2.421478748321533 (2.3686409671351596) | > grad_norm_0: tensor(18.7815, device='cuda:0') (tensor(10.0546, device='cuda:0')) | > loss_gen: 2.319498062133789 (2.465855815875455) | > loss_kl: 2.1088507175445557 (2.0075363655510188) | > loss_feat: 7.108571529388428 (6.941544208886488) | > loss_mel: 16.73263168334961 (17.291796162443337) | > loss_duration: 2.0080583095550537 (1.9989655992519935) | > loss_1: 30.277610778808594 (30.70569810927289) | > grad_norm_1: tensor(226.3727, device='cuda:0') (tensor(109.1635, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.383 (0.37437225587712897) | > loader_time: 0.0041 (0.003951246633469683)  --> TIME: 2024-06-12 01:53:18 -- STEP: 184/330 -- GLOBAL_STEP: 346575 | > loss_disc: 2.356599807739258 (2.367620841316553) | > loss_disc_real_0: 0.11804917454719543 (0.11417391369848148) | > loss_disc_real_1: 0.27116522192955017 (0.19743864869941832) | > loss_disc_real_2: 0.23019713163375854 (0.21182189136743546) | > loss_disc_real_3: 0.22870004177093506 (0.22902848911674126) | > loss_disc_real_4: 0.2233770191669464 (0.2325911353463712) | > loss_disc_real_5: 0.22686238586902618 (0.22409628153495167) | > loss_0: 2.356599807739258 (2.367620841316553) | > grad_norm_0: tensor(24.2154, device='cuda:0') (tensor(10.9013, device='cuda:0')) | > loss_gen: 2.57387375831604 (2.467244684696197) | > loss_kl: 2.0352959632873535 (2.0112993607054586) | > loss_feat: 7.4808220863342285 (6.933795237022897) | > loss_mel: 17.034536361694336 (17.264484457347695) | > loss_duration: 2.0457077026367188 (2.005887957370799) | > loss_1: 31.170236587524414 (30.682711663453475) | > grad_norm_1: tensor(363.7143, device='cuda:0') (tensor(126.4621, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.3924 (0.3762371799220211) | > loader_time: 0.0053 (0.004033766362978064)  --> TIME: 2024-06-12 01:53:29 -- STEP: 209/330 -- GLOBAL_STEP: 346600 | > loss_disc: 2.176161766052246 (2.365858293606332) | > loss_disc_real_0: 0.0641443058848381 (0.11463696361657535) | > loss_disc_real_1: 0.21479851007461548 (0.19779895231769412) | > loss_disc_real_2: 0.21114219725131989 (0.2123531523788945) | > loss_disc_real_3: 0.24483950436115265 (0.22917416812985708) | > loss_disc_real_4: 0.21568535268306732 (0.23152675476085627) | > loss_disc_real_5: 0.18754422664642334 (0.22212321856660705) | > loss_0: 2.176161766052246 (2.365858293606332) | > grad_norm_0: tensor(27.5802, device='cuda:0') (tensor(12.8271, device='cuda:0')) | > loss_gen: 2.8948614597320557 (2.477062064494811) | > loss_kl: 2.0604865550994873 (2.01881747953059) | > loss_feat: 7.516376495361328 (6.955900454635255) | > loss_mel: 16.561426162719727 (17.2349859903874) | > loss_duration: 2.098285675048828 (2.013689596116828) | > loss_1: 31.131437301635742 (30.700455569764642) | > grad_norm_1: tensor(544.1411, device='cuda:0') (tensor(158.7032, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.4133 (0.3791810268420353) | > loader_time: 0.0059 (0.004150843506224419)  --> TIME: 2024-06-12 01:53:39 -- STEP: 234/330 -- GLOBAL_STEP: 346625 | > loss_disc: 2.288311243057251 (2.366003080310983) | > loss_disc_real_0: 0.18292097747325897 (0.11601603702984305) | > loss_disc_real_1: 0.19536758959293365 (0.19732996573050815) | > loss_disc_real_2: 0.24563683569431305 (0.2124913772329306) | > loss_disc_real_3: 0.2291174829006195 (0.22940989653778893) | > loss_disc_real_4: 0.24905483424663544 (0.23165573033257428) | > loss_disc_real_5: 0.21083463728427887 (0.22231494635343552) | > loss_0: 2.288311243057251 (2.366003080310983) | > grad_norm_0: tensor(80.5248, device='cuda:0') (tensor(16.2850, device='cuda:0')) | > loss_gen: 2.56947660446167 (2.4889907490493886) | > loss_kl: 2.0033211708068848 (2.02203874863111) | > loss_feat: 6.412350654602051 (6.965437294071556) | > loss_mel: 16.1010684967041 (17.207065875713642) | > loss_duration: 2.067371368408203 (2.0221539730699654) | > loss_1: 29.153589248657227 (30.705686626271305) | > grad_norm_1: tensor(533.1221, device='cuda:0') (tensor(190.3011, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.4191 (0.38272679870964127) | > loader_time: 0.0054 (0.004273094682611971)  --> TIME: 2024-06-12 01:53:50 -- STEP: 259/330 -- GLOBAL_STEP: 346650 | > loss_disc: 2.3173718452453613 (2.3650307185861577) | > loss_disc_real_0: 0.11247484385967255 (0.11716665957540158) | > loss_disc_real_1: 0.21701619029045105 (0.19694264365439246) | > loss_disc_real_2: 0.2179339975118637 (0.21217658954697685) | > loss_disc_real_3: 0.19999992847442627 (0.22981334497799744) | > loss_disc_real_4: 0.20942002534866333 (0.23136308662679664) | > loss_disc_real_5: 0.20429326593875885 (0.22153223257037202) | > loss_0: 2.3173718452453613 (2.3650307185861577) | > grad_norm_0: tensor(24.3250, device='cuda:0') (tensor(17.3332, device='cuda:0')) | > loss_gen: 2.596747398376465 (2.4894726442093997) | > loss_kl: 2.123955249786377 (2.0275130515853417) | > loss_feat: 7.5110344886779785 (6.988629836373348) | > loss_mel: 18.07433319091797 (17.187487804751598) | > loss_duration: 2.137516498565674 (2.030130584727844) | > loss_1: 32.44358825683594 (30.723233904157365) | > grad_norm_1: tensor(320.8562, device='cuda:0') (tensor(210.2429, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.4303 (0.386756739561162) | > loader_time: 0.0055 (0.004387721131667207)  --> TIME: 2024-06-12 01:54:01 -- STEP: 284/330 -- GLOBAL_STEP: 346675 | > loss_disc: 2.5506210327148438 (2.3674984532342815) | > loss_disc_real_0: 0.13469479978084564 (0.11827260662447399) | > loss_disc_real_1: 0.2301829308271408 (0.19708036169619628) | > loss_disc_real_2: 0.23923707008361816 (0.21236941197388604) | > loss_disc_real_3: 0.2230520099401474 (0.22986651453333842) | > loss_disc_real_4: 0.22818684577941895 (0.23133591284424487) | > loss_disc_real_5: 0.2636740207672119 (0.22201916837776212) | > loss_0: 2.5506210327148438 (2.3674984532342815) | > grad_norm_0: tensor(28.2523, device='cuda:0') (tensor(18.0194, device='cuda:0')) | > loss_gen: 2.392469882965088 (2.486647810734492) | > loss_kl: 1.9832338094711304 (2.0318265720992024) | > loss_feat: 6.725203037261963 (6.986073703833027) | > loss_mel: 17.59687042236328 (17.137519574501145) | > loss_duration: 2.1558163166046143 (2.04012178577168) | > loss_1: 30.853593826293945 (30.682189424272995) | > grad_norm_1: tensor(343.1771, device='cuda:0') (tensor(223.5674, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.4621 (0.3922762484617637) | > loader_time: 0.0063 (0.0045398633245011455)  --> TIME: 2024-06-12 01:54:14 -- STEP: 309/330 -- GLOBAL_STEP: 346700 | > loss_disc: 2.416030168533325 (2.3709366414153448) | > loss_disc_real_0: 0.1716408133506775 (0.11972953106689607) | > loss_disc_real_1: 0.14487549662590027 (0.19735847413539892) | > loss_disc_real_2: 0.19128277897834778 (0.2122756984916705) | > loss_disc_real_3: 0.23699215054512024 (0.23028290662371997) | > loss_disc_real_4: 0.27176469564437866 (0.23162049749522534) | > loss_disc_real_5: 0.2589385211467743 (0.22178536475090532) | > loss_0: 2.416030168533325 (2.3709366414153448) | > grad_norm_0: tensor(49.0157, device='cuda:0') (tensor(19.3670, device='cuda:0')) | > loss_gen: 2.5661585330963135 (2.4831215393967607) | > loss_kl: 2.06656813621521 (2.033577910518955) | > loss_feat: 6.970592021942139 (6.978081545783477) | > loss_mel: 15.751320838928223 (17.077068372065963) | > loss_duration: 2.213897228240967 (2.052024020732029) | > loss_1: 29.56853675842285 (30.623873368050287) | > grad_norm_1: tensor(626.6390, device='cuda:0') (tensor(241.0425, device='cuda:0')) | > current_lr_0: 0.00018135133893407761 | > current_lr_1: 0.00018135133893407761 | > step_time: 0.491 (0.3992752048961555) | > loader_time: 0.0069 (0.004725916871746767)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6535558700561523 (2.6535558700561523) | > loss_disc_real_0: 0.15344294905662537 (0.15344294905662537) | > loss_disc_real_1: 0.15512758493423462 (0.15512758493423462) | > loss_disc_real_2: 0.20252850651741028 (0.20252850651741028) | > loss_disc_real_3: 0.25027334690093994 (0.25027334690093994) | > loss_disc_real_4: 0.26059386134147644 (0.26059386134147644) | > loss_disc_real_5: 0.23269808292388916 (0.23269808292388916) | > loss_0: 2.6535558700561523 (2.6535558700561523) | > loss_gen: 1.8056554794311523 (1.8056554794311523) | > loss_kl: 2.8855881690979004 (2.8855881690979004) | > loss_feat: 4.064225673675537 (4.064225673675537) | > loss_mel: 13.581884384155273 (13.581884384155273) | > loss_duration: 3.076010227203369 (3.076010227203369) | > loss_1: 25.413362503051758 (25.413362503051758)  --> STEP: 1 | > loss_disc: 2.2878074645996094 (2.2878074645996094) | > loss_disc_real_0: 0.08976799994707108 (0.08976799994707108) | > loss_disc_real_1: 0.20454293489456177 (0.20454293489456177) | > loss_disc_real_2: 0.2256176471710205 (0.2256176471710205) | > loss_disc_real_3: 0.2527559697628021 (0.2527559697628021) | > loss_disc_real_4: 0.21921223402023315 (0.21921223402023315) | > loss_disc_real_5: 0.15709775686264038 (0.15709775686264038) | > loss_0: 2.2878074645996094 (2.2878074645996094) | > loss_gen: 2.2371041774749756 (2.2371041774749756) | > loss_kl: 3.0158157348632812 (3.0158157348632812) | > loss_feat: 5.440084934234619 (5.440084934234619) | > loss_mel: 16.892635345458984 (16.892635345458984) | > loss_duration: 2.4835753440856934 (2.4835753440856934) | > loss_1: 30.069215774536133 (30.069215774536133)  --> STEP: 2 | > loss_disc: 2.5065481662750244 (2.397177815437317) | > loss_disc_real_0: 0.06729403883218765 (0.07853101938962936) | > loss_disc_real_1: 0.18383879959583282 (0.1941908672451973) | > loss_disc_real_2: 0.24804802238941193 (0.23683283478021622) | > loss_disc_real_3: 0.2657760679721832 (0.2592660188674927) | > loss_disc_real_4: 0.26335108280181885 (0.241281658411026) | > loss_disc_real_5: 0.24361537396907806 (0.20035656541585922) | > loss_0: 2.5065481662750244 (2.397177815437317) | > loss_gen: 2.088026523590088 (2.1625653505325317) | > loss_kl: 3.2816224098205566 (3.148719072341919) | > loss_feat: 5.355771064758301 (5.39792799949646) | > loss_mel: 18.71469497680664 (17.803665161132812) | > loss_duration: 2.509260892868042 (2.4964181184768677) | > loss_1: 31.94937515258789 (31.00929546356201)  --> STEP: 3 | > loss_disc: 2.3345093727111816 (2.376288334528605) | > loss_disc_real_0: 0.09911409020423889 (0.0853920429944992) | > loss_disc_real_1: 0.14214511215686798 (0.17684228221575418) | > loss_disc_real_2: 0.10807284712791443 (0.19391283889611563) | > loss_disc_real_3: 0.22720828652381897 (0.2485801080862681) | > loss_disc_real_4: 0.21831592917442322 (0.23362641533215842) | > loss_disc_real_5: 0.15790753066539764 (0.18620688716570535) | > loss_0: 2.3345093727111816 (2.376288334528605) | > loss_gen: 2.099273920059204 (2.1414682070414224) | > loss_kl: 3.742685079574585 (3.346707741419474) | > loss_feat: 6.300877094268799 (5.698911031087239) | > loss_mel: 16.104026794433594 (17.23711903889974) | > loss_duration: 2.372870683670044 (2.4552356402079263) | > loss_1: 30.619733810424805 (30.87944157918294)  --> STEP: 4 | > loss_disc: 2.503113269805908 (2.407994568347931) | > loss_disc_real_0: 0.09978938102722168 (0.08899137750267982) | > loss_disc_real_1: 0.2774639129638672 (0.20199768990278244) | > loss_disc_real_2: 0.20268933475017548 (0.19610696285963058) | > loss_disc_real_3: 0.22414635121822357 (0.24247166886925697) | > loss_disc_real_4: 0.21904991567134857 (0.22998229041695595) | > loss_disc_real_5: 0.2514805197715759 (0.202525295317173) | > loss_0: 2.503113269805908 (2.407994568347931) | > loss_gen: 2.2577552795410156 (2.170539975166321) | > loss_kl: 3.3416311740875244 (3.345438599586487) | > loss_feat: 6.777256965637207 (5.9684975147247314) | > loss_mel: 18.49704933166504 (17.552101612091064) | > loss_duration: 2.4435596466064453 (2.452316641807556) | > loss_1: 33.31725311279297 (31.48889446258545)  --> STEP: 5 | > loss_disc: 2.66692852973938 (2.459781360626221) | > loss_disc_real_0: 0.24510398507118225 (0.12021389901638031) | > loss_disc_real_1: 0.2361166626214981 (0.20882148444652557) | > loss_disc_real_2: 0.23148351907730103 (0.20318227410316467) | > loss_disc_real_3: 0.26926207542419434 (0.24782975018024445) | > loss_disc_real_4: 0.2562287449836731 (0.23523158133029937) | > loss_disc_real_5: 0.2864297032356262 (0.21930617690086365) | > loss_0: 2.66692852973938 (2.459781360626221) | > loss_gen: 2.2844438552856445 (2.1933207511901855) | > loss_kl: 2.647581100463867 (3.2058670997619627) | > loss_feat: 5.695075511932373 (5.91381311416626) | > loss_mel: 18.7082462310791 (17.783330535888673) | > loss_duration: 2.2807905673980713 (2.418011426925659) | > loss_1: 31.61613655090332 (31.514342880249025)  --> STEP: 6 | > loss_disc: 2.525399684906006 (2.470717748006185) | > loss_disc_real_0: 0.14298713207244873 (0.12400943785905838) | > loss_disc_real_1: 0.13337472081184387 (0.1962470238407453) | > loss_disc_real_2: 0.165710911154747 (0.19693704694509506) | > loss_disc_real_3: 0.2591266930103302 (0.24971257398525873) | > loss_disc_real_4: 0.2501877248287201 (0.2377242719133695) | > loss_disc_real_5: 0.19370324909687042 (0.21503902226686478) | > loss_0: 2.525399684906006 (2.470717748006185) | > loss_gen: 1.9836208820343018 (2.158370772997538) | > loss_kl: 3.260798931121826 (3.215022404988607) | > loss_feat: 5.66110372543335 (5.871694882710774) | > loss_mel: 18.274215698242188 (17.865144729614258) | > loss_duration: 2.1860694885253906 (2.3793544371922812) | > loss_1: 31.365808486938477 (31.489587148030598)  --> STEP: 7 | > loss_disc: 2.49191951751709 (2.4737465722220287) | > loss_disc_real_0: 0.12234195321798325 (0.12377122576747622) | > loss_disc_real_1: 0.19079740345478058 (0.19546850664275034) | > loss_disc_real_2: 0.19114446640014648 (0.19610953543867385) | > loss_disc_real_3: 0.23770193755626678 (0.24799676878111704) | > loss_disc_real_4: 0.23950989544391632 (0.2379793609891619) | > loss_disc_real_5: 0.21600718796253204 (0.2151773316519601) | > loss_0: 2.49191951751709 (2.4737465722220287) | > loss_gen: 2.087109327316284 (2.1481905664716447) | > loss_kl: 4.219071865081787 (3.3584580421447754) | > loss_feat: 5.404374599456787 (5.8049348422459195) | > loss_mel: 17.464548110961914 (17.80791664123535) | > loss_duration: 2.5165045261383057 (2.398947307041713) | > loss_1: 31.691606521606445 (31.518447058541433)  --> STEP: 8 | > loss_disc: 2.53767728805542 (2.4817379117012024) | > loss_disc_real_0: 0.17311808466911316 (0.12993958313018084) | > loss_disc_real_1: 0.2939836084842682 (0.20778289437294006) | > loss_disc_real_2: 0.2245095819234848 (0.1996595412492752) | > loss_disc_real_3: 0.21309863030910492 (0.24363450147211552) | > loss_disc_real_4: 0.23515291512012482 (0.23762605525553226) | > loss_disc_real_5: 0.2529325783252716 (0.21989673748612404) | > loss_0: 2.53767728805542 (2.4817379117012024) | > loss_gen: 2.3426437377929688 (2.1724972128868103) | > loss_kl: 3.3490188121795654 (3.357278138399124) | > loss_feat: 7.0116376876831055 (5.955772697925568) | > loss_mel: 15.025334358215332 (17.46009385585785) | > loss_duration: 2.286327838897705 (2.384869873523712) | > loss_1: 30.01496124267578 (31.330511331558228)  --> STEP: 9 | > loss_disc: 2.581231117248535 (2.4927927123175726) | > loss_disc_real_0: 0.1943299025297165 (0.13709406306346258) | > loss_disc_real_1: 0.5243305563926697 (0.24295485681957668) | > loss_disc_real_2: 0.17984746396541595 (0.1974581993288464) | > loss_disc_real_3: 0.21354636549949646 (0.24029137525293562) | > loss_disc_real_4: 0.21380692720413208 (0.23497948547204336) | > loss_disc_real_5: 0.25948062539100647 (0.2242949472533332) | > loss_0: 2.581231117248535 (2.4927927123175726) | > loss_gen: 2.7268588542938232 (2.234092950820923) | > loss_kl: 2.7649338245391846 (3.2914621035257974) | > loss_feat: 11.532914161682129 (6.575455082787408) | > loss_mel: 17.404537200927734 (17.453920894198948) | > loss_duration: 2.1806983947753906 (2.3621841536627874) | > loss_1: 36.60994338989258 (31.91711489359538)  --> STEP: 10 | > loss_disc: 2.5904555320739746 (2.5025589942932127) | > loss_disc_real_0: 0.15759062767028809 (0.13914371952414512) | > loss_disc_real_1: 0.2629123628139496 (0.24495060741901398) | > loss_disc_real_2: 0.24490177631378174 (0.20220255702733994) | > loss_disc_real_3: 0.29219916462898254 (0.2454821541905403) | > loss_disc_real_4: 0.27459684014320374 (0.2389412209391594) | > loss_disc_real_5: 0.26169759035110474 (0.22803521156311035) | > loss_0: 2.5904555320739746 (2.5025589942932127) | > loss_gen: 2.262655258178711 (2.2369491815567017) | > loss_kl: 3.051486015319824 (3.2674644947052003) | > loss_feat: 5.065696716308594 (6.424479246139526) | > loss_mel: 18.0296630859375 (17.511495113372803) | > loss_duration: 2.3747782707214355 (2.3634435653686525) | > loss_1: 30.78428077697754 (31.803831481933592)  --> STEP: 11 | > loss_disc: 2.39168381690979 (2.492479432712902) | > loss_disc_real_0: 0.0989123061299324 (0.1354863183064894) | > loss_disc_real_1: 0.20745502412319183 (0.24154191802848468) | > loss_disc_real_2: 0.19748185575008392 (0.2017734023657712) | > loss_disc_real_3: 0.23996023833751678 (0.24498016184026544) | > loss_disc_real_4: 0.2317734956741333 (0.23828960955142975) | > loss_disc_real_5: 0.22934792935848236 (0.2281545495445078) | > loss_0: 2.39168381690979 (2.492479432712902) | > loss_gen: 2.207219123840332 (2.2342464490370317) | > loss_kl: 3.7705790996551514 (3.3132021860642866) | > loss_feat: 6.102039813995361 (6.395166570490057) | > loss_mel: 17.082775115966797 (17.472520568154074) | > loss_duration: 2.549915313720703 (2.380395542491566) | > loss_1: 31.712528228759766 (31.79553118619052)  --> STEP: 12 | > loss_disc: 2.6837005615234375 (2.5084145267804465) | > loss_disc_real_0: 0.16378600895404816 (0.13784462586045262) | > loss_disc_real_1: 0.24684038758277893 (0.2419834571580092) | > loss_disc_real_2: 0.25174421072006226 (0.20593763639529547) | > loss_disc_real_3: 0.31580275297164917 (0.2508820444345474) | > loss_disc_real_4: 0.29353663325309753 (0.2428935281932354) | > loss_disc_real_5: 0.3315891623497009 (0.23677410061160722) | > loss_0: 2.6837005615234375 (2.5084145267804465) | > loss_gen: 2.4732894897460938 (2.2541667024294534) | > loss_kl: 2.6288702487945557 (3.2561745246251426) | > loss_feat: 5.798478603363037 (6.345442573229472) | > loss_mel: 17.053539276123047 (17.43760546048482) | > loss_duration: 2.282382011413574 (2.372227748235067) | > loss_1: 30.236560821533203 (31.665616989135742)  --> STEP: 13 | > loss_disc: 2.71636700630188 (2.5244108713590183) | > loss_disc_real_0: 0.14302030205726624 (0.13824275479866904) | > loss_disc_real_1: 0.1957160383462906 (0.23842442494172317) | > loss_disc_real_2: 0.24761353433132172 (0.2091434746980667) | > loss_disc_real_3: 0.27718275785446167 (0.2529051762360793) | > loss_disc_real_4: 0.2540549635887146 (0.2437521001467338) | > loss_disc_real_5: 0.303061842918396 (0.24187315771212944) | > loss_0: 2.71636700630188 (2.5244108713590183) | > loss_gen: 1.9230329990386963 (2.228694879091703) | > loss_kl: 3.346550464630127 (3.2631265200101414) | > loss_feat: 3.728287935256958 (6.144122985693125) | > loss_mel: 11.305957794189453 (16.965940255385178) | > loss_duration: 2.2695963382720947 (2.3643330243917613) | > loss_1: 22.57342529296875 (30.966217627892128)  --> STEP: 14 | > loss_disc: 2.527752637863159 (2.5246495689664568) | > loss_disc_real_0: 0.16973161697387695 (0.14049195923975533) | > loss_disc_real_1: 0.320321649312973 (0.2442742266825267) | > loss_disc_real_2: 0.1786605715751648 (0.2069661244750023) | > loss_disc_real_3: 0.21597160398960114 (0.25026706393275944) | > loss_disc_real_4: 0.23655472695827484 (0.24323800206184387) | > loss_disc_real_5: 0.20871920883655548 (0.2395050185067313) | > loss_0: 2.527752637863159 (2.5246495689664568) | > loss_gen: 2.3498098850250244 (2.237345950944083) | > loss_kl: 4.364450454711914 (3.341792515345982) | > loss_feat: 6.026537895202637 (6.13572405065809) | > loss_mel: 18.74713134765625 (17.0931681905474) | > loss_duration: 2.4938902854919434 (2.3735871144703458) | > loss_1: 33.98181915283203 (31.181617736816406)  --> STEP: 15 | > loss_disc: 2.2895255088806152 (2.508974631627401) | > loss_disc_real_0: 0.12715403735637665 (0.1396027644475301) | > loss_disc_real_1: 0.1462843120098114 (0.2377415657043457) | > loss_disc_real_2: 0.12874548137187958 (0.20175141493479412) | > loss_disc_real_3: 0.22129978239536285 (0.24833591183026632) | > loss_disc_real_4: 0.2338210493326187 (0.24261020521322887) | > loss_disc_real_5: 0.17282700538635254 (0.2350598176320394) | > loss_0: 2.2895255088806152 (2.508974631627401) | > loss_gen: 2.2418088912963867 (2.2376434803009033) | > loss_kl: 3.4477858543395996 (3.3488587379455566) | > loss_feat: 7.304541110992432 (6.213645188013713) | > loss_mel: 18.02503776550293 (17.155292828877766) | > loss_duration: 2.3638436794281006 (2.372937552134196) | > loss_1: 33.38301467895508 (31.328377532958985)  --> STEP: 16 | > loss_disc: 2.8024585247039795 (2.527317374944687) | > loss_disc_real_0: 0.20860058069229126 (0.14391512796282765) | > loss_disc_real_1: 0.22206206619739532 (0.2367615969851613) | > loss_disc_real_2: 0.19605213403701782 (0.2013952098786831) | > loss_disc_real_3: 0.24851438403129578 (0.24834706634283066) | > loss_disc_real_4: 0.24211491644382477 (0.2425792496651411) | > loss_disc_real_5: 0.25263988971710205 (0.2361585721373558) | > loss_0: 2.8024585247039795 (2.527317374944687) | > loss_gen: 1.889061689376831 (2.215857118368149) | > loss_kl: 2.861828327178955 (3.318419337272644) | > loss_feat: 4.449246406555176 (6.103370264172554) | > loss_mel: 14.575197219848633 (16.994036853313446) | > loss_duration: 2.422177791595459 (2.376015067100525) | > loss_1: 26.197511672973633 (31.0076984167099)  --> STEP: 17 | > loss_disc: 2.3306658267974854 (2.5157496368183807) | > loss_disc_real_0: 0.10867273807525635 (0.14184204620473523) | > loss_disc_real_1: 0.19964130222797394 (0.23457805023473852) | > loss_disc_real_2: 0.23581159114837646 (0.20341970289454742) | > loss_disc_real_3: 0.23301120102405548 (0.24744495661819682) | > loss_disc_real_4: 0.21633169054985046 (0.24103527559953578) | > loss_disc_real_5: 0.20744962990283966 (0.2344698108294431) | > loss_0: 2.3306658267974854 (2.5157496368183807) | > loss_gen: 2.342513084411621 (2.2233074693118824) | > loss_kl: 2.586143970489502 (3.275344315697165) | > loss_feat: 6.749169826507568 (6.141358473721673) | > loss_mel: 16.566205978393555 (16.968870331259335) | > loss_duration: 2.458533525466919 (2.3808690940632538) | > loss_1: 30.70256805419922 (30.98974957185633)  --> STEP: 18 | > loss_disc: 2.5331802368164062 (2.5167180034849377) | > loss_disc_real_0: 0.12721142172813416 (0.14102923373381293) | > loss_disc_real_1: 0.2076408416032791 (0.2330815386441019) | > loss_disc_real_2: 0.14521649479866028 (0.20018619133366478) | > loss_disc_real_3: 0.19113650918006897 (0.24431670953830084) | > loss_disc_real_4: 0.2988109588623047 (0.2442450357808007) | > loss_disc_real_5: 0.24969574809074402 (0.2353156962328487) | > loss_0: 2.5331802368164062 (2.5167180034849377) | > loss_gen: 2.091491222381592 (2.215984344482422) | > loss_kl: 3.0653865337371826 (3.263679994477166) | > loss_feat: 9.629324913024902 (6.335134387016296) | > loss_mel: 18.288249969482422 (17.042169200049507) | > loss_duration: 2.2398219108581543 (2.3730331394407482) | > loss_1: 35.314273834228516 (31.230000919765896)  --> STEP: 19 | > loss_disc: 2.3775582313537598 (2.509393804951718) | > loss_disc_real_0: 0.14747220277786255 (0.14136833736771026) | > loss_disc_real_1: 0.1757459193468094 (0.23006387447056018) | > loss_disc_real_2: 0.1591387838125229 (0.198025801464131) | > loss_disc_real_3: 0.22703176736831665 (0.2434069757398806) | > loss_disc_real_4: 0.24652515351772308 (0.24436504197748085) | > loss_disc_real_5: 0.22514741122722626 (0.23478052333781593) | > loss_0: 2.3775582313537598 (2.509393804951718) | > loss_gen: 2.3575363159179688 (2.2234344482421875) | > loss_kl: 2.1883785724639893 (3.207085182792262) | > loss_feat: 8.27155590057373 (6.437051308782477) | > loss_mel: 17.345401763916016 (17.05812880867406) | > loss_duration: 2.3711085319519043 (2.3729318443097567) | > loss_1: 32.53398132324219 (31.29863146731728)  --> STEP: 20 | > loss_disc: 2.3545148372650146 (2.501649856567383) | > loss_disc_real_0: 0.07319172471761703 (0.1379595067352056) | > loss_disc_real_1: 0.29750683903694153 (0.23343602269887925) | > loss_disc_real_2: 0.22617420554161072 (0.19943322166800498) | > loss_disc_real_3: 0.20385068655014038 (0.2414291612803936) | > loss_disc_real_4: 0.2169375866651535 (0.24299366921186447) | > loss_disc_real_5: 0.22075477242469788 (0.23407923579216003) | > loss_0: 2.3545148372650146 (2.501649856567383) | > loss_gen: 2.4041101932525635 (2.232468235492706) | > loss_kl: 2.6281471252441406 (3.178138279914856) | > loss_feat: 7.39093017578125 (6.484745252132416) | > loss_mel: 18.912870407104492 (17.150865888595582) | > loss_duration: 2.2948739528656006 (2.3690289497375487) | > loss_1: 33.63093185424805 (31.41524648666382)  --> STEP: 21 | > loss_disc: 2.789559841156006 (2.5153598558335077) | > loss_disc_real_0: 0.20252037048339844 (0.14103383358035765) | > loss_disc_real_1: 0.2520991861820221 (0.2343247447695051) | > loss_disc_real_2: 0.2584109604358673 (0.20224168541885557) | > loss_disc_real_3: 0.27338317036628723 (0.24295078076067425) | > loss_disc_real_4: 0.20197634398937225 (0.24104046324888864) | > loss_disc_real_5: 0.20297731459140778 (0.23259819192545755) | > loss_0: 2.789559841156006 (2.5153598558335077) | > loss_gen: 2.0456905364990234 (2.22357405935015) | > loss_kl: 2.095566987991333 (3.1265872660137357) | > loss_feat: 4.4891357421875 (6.389716227849324) | > loss_mel: 15.581916809082031 (17.076154027666366) | > loss_duration: 2.1422300338745117 (2.3582290013631186) | > loss_1: 26.354537963867188 (31.174260366530646)  --> STEP: 22 | > loss_disc: 2.4375271797180176 (2.5118220069191675) | > loss_disc_real_0: 0.15143880248069763 (0.14150678671219127) | > loss_disc_real_1: 0.23652420938014984 (0.2344247204336253) | > loss_disc_real_2: 0.24821555614471436 (0.20433140681548553) | > loss_disc_real_3: 0.235783651471138 (0.24262500215660443) | > loss_disc_real_4: 0.22239433228969574 (0.24019291184165262) | > loss_disc_real_5: 0.21239061653614044 (0.23167966577139767) | > loss_0: 2.4375271797180176 (2.5118220069191675) | > loss_gen: 2.498260974884033 (2.2360598282380537) | > loss_kl: 2.299403429031372 (3.0889880006963555) | > loss_feat: 8.571187019348145 (6.488873991099271) | > loss_mel: 17.94742202758789 (17.115757118571892) | > loss_duration: 2.1900649070739746 (2.35058517889543) | > loss_1: 33.5063362121582 (31.280263814059172)  --> STEP: 23 | > loss_disc: 2.5675430297851562 (2.514244660087254) | > loss_disc_real_0: 0.18048307299613953 (0.14320140785497165) | > loss_disc_real_1: 0.19740551710128784 (0.23281518985395847) | > loss_disc_real_2: 0.23109814524650574 (0.20549517805161682) | > loss_disc_real_3: 0.2953221797943115 (0.24491618379302646) | > loss_disc_real_4: 0.265144407749176 (0.24127775948980582) | > loss_disc_real_5: 0.26971784234046936 (0.23333349953527036) | > loss_0: 2.5675430297851562 (2.514244660087254) | > loss_gen: 2.1644980907440186 (2.232948448347009) | > loss_kl: 2.0924792289733887 (3.0456615323605747) | > loss_feat: 4.274535179138184 (6.392598390579224) | > loss_mel: 16.85501480102539 (17.10442049606987) | > loss_duration: 2.292646646499634 (2.348066112269526) | > loss_1: 27.67917251586914 (31.123694627181344)  --> STEP: 24 | > loss_disc: 2.6144893169403076 (2.5184215207894645) | > loss_disc_real_0: 0.08929891884326935 (0.1409554708128174) | > loss_disc_real_1: 0.1935950070619583 (0.23118101557095846) | > loss_disc_real_2: 0.15838952362537384 (0.20353244245052338) | > loss_disc_real_3: 0.20946484804153442 (0.24343904480338097) | > loss_disc_real_4: 0.19384679198265076 (0.23930146917700768) | > loss_disc_real_5: 0.21679697930812836 (0.23264447785913944) | > loss_0: 2.6144893169403076 (2.5184215207894645) | > loss_gen: 1.9032893180847168 (2.2192126512527466) | > loss_kl: 2.6685571670532227 (3.0299488504727683) | > loss_feat: 5.64013671875 (6.361245820919673) | > loss_mel: 17.706262588500977 (17.12949724992117) | > loss_duration: 2.4048991203308105 (2.3504341542720795) | > loss_1: 30.32314682006836 (31.090338468551636)  --> STEP: 25 | > loss_disc: 2.672682285308838 (2.524591951370239) | > loss_disc_real_0: 0.10600032657384872 (0.13955726504325866) | > loss_disc_real_1: 0.2955453395843506 (0.23375558853149414) | > loss_disc_real_2: 0.24451273679733276 (0.20517165422439576) | > loss_disc_real_3: 0.22360938787460327 (0.24264585852622986) | > loss_disc_real_4: 0.26789653301239014 (0.24044527173042296) | > loss_disc_real_5: 0.3016316890716553 (0.23540396630764007) | > loss_0: 2.672682285308838 (2.524591951370239) | > loss_gen: 2.1624441146850586 (2.216941909790039) | > loss_kl: 3.0929436683654785 (3.0324686431884764) | > loss_feat: 6.094089508056641 (6.350559568405151) | > loss_mel: 16.99748420715332 (17.124216728210452) | > loss_duration: 2.427598237991333 (2.3535207176208495) | > loss_1: 30.774560928344727 (31.077707366943358)  --> STEP: 26 | > loss_disc: 2.9584121704101562 (2.541277344410236) | > loss_disc_real_0: 0.10568779706954956 (0.138254593198116) | > loss_disc_real_1: 0.3334771394729614 (0.23759103279847366) | > loss_disc_real_2: 0.08863520622253418 (0.20068948314740107) | > loss_disc_real_3: 0.027605680748820305 (0.23437508245786795) | > loss_disc_real_4: 0.18003201484680176 (0.23812168492720678) | > loss_disc_real_5: 0.5122581720352173 (0.24605220498946997) | > loss_0: 2.9584121704101562 (2.541277344410236) | > loss_gen: 2.2670576572418213 (2.2188694385381846) | > loss_kl: 2.573322296142578 (3.014809168302096) | > loss_feat: 19.54924201965332 (6.858201201145466) | > loss_mel: 18.39015769958496 (17.17290676557101) | > loss_duration: 2.3094468116760254 (2.3518255673922024) | > loss_1: 45.089229583740234 (31.616612067589394) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024116039276123047 (+8.574815896841186e-05) | > avg_loss_disc: 2.541277344410236 (+0.2002500662436848) | > avg_loss_disc_real_0: 0.138254593198116 (-0.01618136838078499) | > avg_loss_disc_real_1: 0.23759103279847366 (+0.03634232168014234) | > avg_loss_disc_real_2: 0.20068948314740107 (-0.012984359493622422) | > avg_loss_disc_real_3: 0.23437508245786795 (+0.013940611639274986) | > avg_loss_disc_real_4: 0.23812168492720678 (+0.040939559730199665) | > avg_loss_disc_real_5: 0.24605220498946997 (+0.029354502948430866) | > avg_loss_0: 2.541277344410236 (+0.2002500662436848) | > avg_loss_gen: 2.2188694385381846 (-0.15770928676311824) | > avg_loss_kl: 3.014809168302096 (+0.006513650600726617) | > avg_loss_feat: 6.858201201145466 (+0.06847414603600122) | > avg_loss_mel: 17.17290676557101 (+0.25290137070876284) | > avg_loss_duration: 2.3518255673922024 (-0.0070216564031744255) | > avg_loss_1: 31.616612067589394 (+0.16315790323110946)  > EPOCH: 784/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:54:45)   --> TIME: 2024-06-12 01:54:48 -- STEP: 4/330 -- GLOBAL_STEP: 346725 | > loss_disc: 2.3079380989074707 (2.325566351413727) | > loss_disc_real_0: 0.08934160321950912 (0.10323681868612766) | > loss_disc_real_1: 0.23260793089866638 (0.20787157863378525) | > loss_disc_real_2: 0.21675537526607513 (0.2115127369761467) | > loss_disc_real_3: 0.1965918093919754 (0.19518795982003212) | > loss_disc_real_4: 0.20552238821983337 (0.2016734629869461) | > loss_disc_real_5: 0.1942427158355713 (0.20039153471589088) | > loss_0: 2.3079380989074707 (2.325566351413727) | > grad_norm_0: tensor(8.1669, device='cuda:0') (tensor(8.0483, device='cuda:0')) | > loss_gen: 2.2939484119415283 (2.4326022267341614) | > loss_kl: 1.5073356628417969 (1.835562914609909) | > loss_feat: 6.513364315032959 (6.500688791275024) | > loss_mel: 17.708608627319336 (17.697919845581055) | > loss_duration: 2.1550207138061523 (2.1562410593032837) | > loss_1: 30.178279876708984 (30.623015880584717) | > grad_norm_1: tensor(97.3432, device='cuda:0') (tensor(95.4002, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.3723 (0.3880484104156494) | > loader_time: 0.003 (0.00339663028717041)  --> TIME: 2024-06-12 01:54:57 -- STEP: 29/330 -- GLOBAL_STEP: 346750 | > loss_disc: 2.3109004497528076 (2.321520468284344) | > loss_disc_real_0: 0.10501044988632202 (0.10023721975499186) | > loss_disc_real_1: 0.192606121301651 (0.1943668466189812) | > loss_disc_real_2: 0.1659354865550995 (0.2043697792908241) | > loss_disc_real_3: 0.209935262799263 (0.22373899252250276) | > loss_disc_real_4: 0.2107580304145813 (0.22561359611050835) | > loss_disc_real_5: 0.23653128743171692 (0.21787215255457779) | > loss_0: 2.3109004497528076 (2.321520468284344) | > grad_norm_0: tensor(11.6031, device='cuda:0') (tensor(9.1748, device='cuda:0')) | > loss_gen: 2.541017770767212 (2.484480635873202) | > loss_kl: 1.9654674530029297 (1.9046515020830879) | > loss_feat: 7.40989875793457 (7.0510091452763) | > loss_mel: 17.961244583129883 (17.451890320613465) | > loss_duration: 2.001260757446289 (2.012828078763238) | > loss_1: 31.878889083862305 (30.90486006901182) | > grad_norm_1: tensor(72.7538, device='cuda:0') (tensor(113.5812, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.3616 (0.3637971960265061) | > loader_time: 0.0041 (0.0032923303801437906)  --> TIME: 2024-06-12 01:55:06 -- STEP: 54/330 -- GLOBAL_STEP: 346775 | > loss_disc: 2.3933868408203125 (2.3424058490329327) | > loss_disc_real_0: 0.13849180936813354 (0.1047561737122359) | > loss_disc_real_1: 0.23797975480556488 (0.19631561857682686) | > loss_disc_real_2: 0.18493326008319855 (0.20643601952879517) | > loss_disc_real_3: 0.21674013137817383 (0.22691193471352258) | > loss_disc_real_4: 0.2441796213388443 (0.23177759735672562) | > loss_disc_real_5: 0.18005672097206116 (0.2204195746669063) | > loss_0: 2.3933868408203125 (2.3424058490329327) | > grad_norm_0: tensor(9.8907, device='cuda:0') (tensor(9.1244, device='cuda:0')) | > loss_gen: 2.4064276218414307 (2.4765899667033446) | > loss_kl: 1.8065094947814941 (1.9317274358537462) | > loss_feat: 7.269112586975098 (7.027263623696786) | > loss_mel: 17.082624435424805 (17.330731974707714) | > loss_duration: 1.9760019779205322 (1.9918172712679263) | > loss_1: 30.54067611694336 (30.758130532723886) | > grad_norm_1: tensor(72.3508, device='cuda:0') (tensor(101.8392, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.3648 (0.3707877000172933) | > loader_time: 0.004 (0.003415226936340332)  --> TIME: 2024-06-12 01:55:16 -- STEP: 79/330 -- GLOBAL_STEP: 346800 | > loss_disc: 2.3473713397979736 (2.3550835530969167) | > loss_disc_real_0: 0.13677316904067993 (0.1070313348045832) | > loss_disc_real_1: 0.18140479922294617 (0.19580042965804476) | > loss_disc_real_2: 0.23877926170825958 (0.21025635792484768) | > loss_disc_real_3: 0.2128874510526657 (0.22805596756029733) | > loss_disc_real_4: 0.22039711475372314 (0.23126018594337416) | > loss_disc_real_5: 0.19976499676704407 (0.22075292845315572) | > loss_0: 2.3473713397979736 (2.3550835530969167) | > grad_norm_0: tensor(13.6731, device='cuda:0') (tensor(10.9844, device='cuda:0')) | > loss_gen: 2.4637627601623535 (2.478103815754758) | > loss_kl: 2.069783926010132 (1.967685329763195) | > loss_feat: 6.593534469604492 (7.014330815665329) | > loss_mel: 17.163166046142578 (17.345396416096744) | > loss_duration: 1.9728186130523682 (1.9868605468846574) | > loss_1: 30.263065338134766 (30.792376989050755) | > grad_norm_1: tensor(111.3665, device='cuda:0') (tensor(138.8156, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.3867 (0.3720995383926585) | > loader_time: 0.0035 (0.00351018241689175)  --> TIME: 2024-06-12 01:55:26 -- STEP: 104/330 -- GLOBAL_STEP: 346825 | > loss_disc: 2.2636630535125732 (2.3526396590929766) | > loss_disc_real_0: 0.1143694818019867 (0.1080418166776116) | > loss_disc_real_1: 0.225205197930336 (0.19565041420551446) | > loss_disc_real_2: 0.1984567493200302 (0.21026946145754594) | > loss_disc_real_3: 0.25017857551574707 (0.2287361788061949) | > loss_disc_real_4: 0.21705040335655212 (0.2320281512175615) | > loss_disc_real_5: 0.20506708323955536 (0.2201099696640785) | > loss_0: 2.2636630535125732 (2.3526396590929766) | > grad_norm_0: tensor(19.2228, device='cuda:0') (tensor(12.6445, device='cuda:0')) | > loss_gen: 2.60494327545166 (2.484878521699172) | > loss_kl: 1.9769790172576904 (1.9722196219059138) | > loss_feat: 7.460397720336914 (7.0002323755851155) | > loss_mel: 17.700172424316406 (17.345000184499302) | > loss_duration: 2.017681837081909 (1.9889345604639788) | > loss_1: 31.760173797607422 (30.791265359291664) | > grad_norm_1: tensor(234.0722, device='cuda:0') (tensor(166.6168, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.3688 (0.37342314766003537) | > loader_time: 0.0038 (0.003636559614768395)  --> TIME: 2024-06-12 01:55:35 -- STEP: 129/330 -- GLOBAL_STEP: 346850 | > loss_disc: 2.4615583419799805 (2.3558296159256336) | > loss_disc_real_0: 0.13127484917640686 (0.10948188360347304) | > loss_disc_real_1: 0.19757437705993652 (0.19675085918847904) | > loss_disc_real_2: 0.19448797404766083 (0.21063135333301486) | > loss_disc_real_3: 0.25992292165756226 (0.22910619763902915) | > loss_disc_real_4: 0.23428471386432648 (0.23117300844931787) | > loss_disc_real_5: 0.2458706796169281 (0.21990749517152475) | > loss_0: 2.4615583419799805 (2.3558296159256336) | > grad_norm_0: tensor(13.2180, device='cuda:0') (tensor(13.8989, device='cuda:0')) | > loss_gen: 2.501786470413208 (2.485483225001845) | > loss_kl: 2.1543121337890625 (1.9847776418508485) | > loss_feat: 6.396478652954102 (7.019700741583063) | > loss_mel: 17.294851303100586 (17.353022930233976) | > loss_duration: 1.9809026718139648 (1.99202546685241) | > loss_1: 30.328330993652344 (30.835010070209357) | > grad_norm_1: tensor(77.0653, device='cuda:0') (tensor(187.7656, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.3742 (0.37513435903445697) | > loader_time: 0.0038 (0.0037320861520693284)  --> TIME: 2024-06-12 01:55:45 -- STEP: 154/330 -- GLOBAL_STEP: 346875 | > loss_disc: 2.34609055519104 (2.355734147034682) | > loss_disc_real_0: 0.12236662954092026 (0.1102420094531852) | > loss_disc_real_1: 0.1748875379562378 (0.19754389673471448) | > loss_disc_real_2: 0.23524026572704315 (0.2109234258532524) | > loss_disc_real_3: 0.21379104256629944 (0.2284577071860239) | > loss_disc_real_4: 0.24348744750022888 (0.23129158563815155) | > loss_disc_real_5: 0.19680723547935486 (0.21955694345297752) | > loss_0: 2.34609055519104 (2.355734147034682) | > grad_norm_0: tensor(11.2053, device='cuda:0') (tensor(14.2117, device='cuda:0')) | > loss_gen: 2.567290782928467 (2.48646574515801) | > loss_kl: 1.95341157913208 (1.9929581957978089) | > loss_feat: 6.867100238800049 (7.014637417607493) | > loss_mel: 16.613903045654297 (17.326170295863953) | > loss_duration: 1.9979515075683594 (1.9958537491885098) | > loss_1: 29.999656677246094 (30.816085456253646) | > grad_norm_1: tensor(252.4406, device='cuda:0') (tensor(201.9377, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.381 (0.3765009161713835) | > loader_time: 0.0042 (0.003845070863698984)  --> TIME: 2024-06-12 01:55:55 -- STEP: 179/330 -- GLOBAL_STEP: 346900 | > loss_disc: 2.3449411392211914 (2.367701991310333) | > loss_disc_real_0: 0.09708907455205917 (0.11218789690200177) | > loss_disc_real_1: 0.16494683921337128 (0.19792915272979097) | > loss_disc_real_2: 0.19276604056358337 (0.21116314437136305) | > loss_disc_real_3: 0.2215372771024704 (0.22980283675247065) | > loss_disc_real_4: 0.24759724736213684 (0.23217350502586898) | > loss_disc_real_5: 0.24961571395397186 (0.22125605040089377) | > loss_0: 2.3449411392211914 (2.367701991310333) | > grad_norm_0: tensor(10.2293, device='cuda:0') (tensor(15.3947, device='cuda:0')) | > loss_gen: 2.5782198905944824 (2.479036721437337) | > loss_kl: 1.9193216562271118 (2.0060929919088353) | > loss_feat: 7.0037617683410645 (7.000789911387353) | > loss_mel: 17.06513023376465 (17.29990089139459) | > loss_duration: 2.064664602279663 (2.0033535038292736) | > loss_1: 30.6310977935791 (30.789174063911652) | > grad_norm_1: tensor(379.9019, device='cuda:0') (tensor(213.5816, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.381 (0.3776314351811756) | > loader_time: 0.0043 (0.003940042836706064)  --> TIME: 2024-06-12 01:56:05 -- STEP: 204/330 -- GLOBAL_STEP: 346925 | > loss_disc: 2.5048205852508545 (2.370146543371911) | > loss_disc_real_0: 0.14536404609680176 (0.11405379748811909) | > loss_disc_real_1: 0.2216905802488327 (0.1978932855029901) | > loss_disc_real_2: 0.23906409740447998 (0.21151357136812865) | > loss_disc_real_3: 0.2360258251428604 (0.22993264887847153) | > loss_disc_real_4: 0.23256079852581024 (0.2328276496891882) | > loss_disc_real_5: 0.22952359914779663 (0.22130899956705524) | > loss_0: 2.5048205852508545 (2.370146543371911) | > grad_norm_0: tensor(22.8032, device='cuda:0') (tensor(17.1323, device='cuda:0')) | > loss_gen: 2.4999454021453857 (2.4823794399990766) | > loss_kl: 2.1198973655700684 (2.0110641846469806) | > loss_feat: 6.910858154296875 (7.008865463967417) | > loss_mel: 16.772157669067383 (17.27811627761991) | > loss_duration: 2.0105106830596924 (2.0115238860541704) | > loss_1: 30.313369750976562 (30.791949356303494) | > grad_norm_1: tensor(186.1244, device='cuda:0') (tensor(230.8264, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.388 (0.37985157148510806) | > loader_time: 0.0051 (0.004058056017931769)  --> TIME: 2024-06-12 01:56:15 -- STEP: 229/330 -- GLOBAL_STEP: 346950 | > loss_disc: 2.293323516845703 (2.3708094384472433) | > loss_disc_real_0: 0.09761910140514374 (0.1151340914215063) | > loss_disc_real_1: 0.17299218475818634 (0.19856965333613766) | > loss_disc_real_2: 0.22001370787620544 (0.21133768200614048) | > loss_disc_real_3: 0.2148328274488449 (0.22928106934482875) | > loss_disc_real_4: 0.2239139825105667 (0.2320046551102634) | > loss_disc_real_5: 0.20516245067119598 (0.22049747583126916) | > loss_0: 2.293323516845703 (2.3708094384472433) | > grad_norm_0: tensor(36.2671, device='cuda:0') (tensor(19.3902, device='cuda:0')) | > loss_gen: 2.675502061843872 (2.4842846351940047) | > loss_kl: 2.0667316913604736 (2.0146426821379686) | > loss_feat: 7.727282524108887 (6.9983888172166315) | > loss_mel: 16.988800048828125 (17.236401079002945) | > loss_duration: 2.1161699295043945 (2.020339992889672) | > loss_1: 31.574485778808594 (30.754057305348493) | > grad_norm_1: tensor(412.0042, device='cuda:0') (tensor(247.2034, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.4063 (0.3823110495071745) | > loader_time: 0.0054 (0.004168817570115801)  --> TIME: 2024-06-12 01:56:26 -- STEP: 254/330 -- GLOBAL_STEP: 346975 | > loss_disc: 2.2480223178863525 (2.371507301105288) | > loss_disc_real_0: 0.11200374364852905 (0.11607150425474475) | > loss_disc_real_1: 0.15295098721981049 (0.19855444321012872) | > loss_disc_real_2: 0.21384017169475555 (0.21151755104853412) | > loss_disc_real_3: 0.2186645120382309 (0.22974594312859334) | > loss_disc_real_4: 0.22187043726444244 (0.2319474442619977) | > loss_disc_real_5: 0.18880781531333923 (0.22049219976729295) | > loss_0: 2.2480223178863525 (2.371507301105288) | > grad_norm_0: tensor(43.8882, device='cuda:0') (tensor(21.0856, device='cuda:0')) | > loss_gen: 2.635042667388916 (2.490451677577703) | > loss_kl: 2.0654311180114746 (2.0202209024917424) | > loss_feat: 8.034698486328125 (7.008736467736912) | > loss_mel: 17.55419158935547 (17.211177439201535) | > loss_duration: 2.076200246810913 (2.0281439794330156) | > loss_1: 32.365562438964844 (30.758730542941358) | > grad_norm_1: tensor(705.2729, device='cuda:0') (tensor(269.0902, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.4213 (0.38589880410141836) | > loader_time: 0.0058 (0.004284676604383576)  --> TIME: 2024-06-12 01:56:37 -- STEP: 279/330 -- GLOBAL_STEP: 347000 | > loss_disc: 2.47287654876709 (2.3715653205857903) | > loss_disc_real_0: 0.17673812806606293 (0.11679753335359706) | > loss_disc_real_1: 0.25666388869285583 (0.19893198788806957) | > loss_disc_real_2: 0.23486106097698212 (0.21204606323472916) | > loss_disc_real_3: 0.2237539291381836 (0.22959232089980955) | > loss_disc_real_4: 0.2151118367910385 (0.23159366269265452) | > loss_disc_real_5: 0.20534195005893707 (0.22043773104640318) | > loss_0: 2.47287654876709 (2.3715653205857903) | > grad_norm_0: tensor(9.9393, device='cuda:0') (tensor(21.2134, device='cuda:0')) | > loss_gen: 2.5234408378601074 (2.4898313518920685) | > loss_kl: 2.009246587753296 (2.0240779568217557) | > loss_feat: 6.835806369781494 (7.014002622242043) | > loss_mel: 16.31113052368164 (17.164852111570298) | > loss_duration: 2.138111114501953 (2.037930457822739) | > loss_1: 29.81773567199707 (30.7306945759763) | > grad_norm_1: tensor(265.7844, device='cuda:0') (tensor(280.8198, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.4399 (0.3906688468003359) | > loader_time: 0.007 (0.004435056426619117) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_347000.pth  --> TIME: 2024-06-12 01:56:55 -- STEP: 304/330 -- GLOBAL_STEP: 347025 | > loss_disc: 2.487800121307373 (2.374401388199706) | > loss_disc_real_0: 0.1902163177728653 (0.11817752699808858) | > loss_disc_real_1: 0.1714368462562561 (0.19887126854767923) | > loss_disc_real_2: 0.20863552391529083 (0.2122547421604395) | > loss_disc_real_3: 0.2323925793170929 (0.22976446833069386) | > loss_disc_real_4: 0.22377894818782806 (0.23189597047473254) | > loss_disc_real_5: 0.19805265963077545 (0.22060809720699726) | > loss_0: 2.487800121307373 (2.374401388199706) | > grad_norm_0: tensor(24.0108, device='cuda:0') (tensor(22.2446, device='cuda:0')) | > loss_gen: 2.4382827281951904 (2.4861294736987665) | > loss_kl: 2.064832925796509 (2.029876320377776) | > loss_feat: 8.415226936340332 (7.027588064733305) | > loss_mel: 16.400388717651367 (17.118715684664874) | > loss_duration: 2.189439296722412 (2.0489247841270366) | > loss_1: 31.508169174194336 (30.711234375050193) | > grad_norm_1: tensor(251.3337, device='cuda:0') (tensor(293.5395, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 0.4784 (0.3979206885162153) | > loader_time: 0.0069 (0.004666870361880254)  --> TIME: 2024-06-12 01:57:24 -- STEP: 329/330 -- GLOBAL_STEP: 347050 | > loss_disc: 2.6876535415649414 (2.378416147637874) | > loss_disc_real_0: 0.11546680331230164 (0.11995494039587701) | > loss_disc_real_1: 0.30565986037254333 (0.20019648466429088) | > loss_disc_real_2: 0.18189896643161774 (0.2120558466864212) | > loss_disc_real_3: 0.2939120829105377 (0.22999055271453045) | > loss_disc_real_4: 0.25635042786598206 (0.23194940170799708) | > loss_disc_real_5: 0.2903064787387848 (0.22083984587149055) | > loss_0: 2.6876535415649414 (2.378416147637874) | > grad_norm_0: tensor(13.2551, device='cuda:0') (tensor(22.8166, device='cuda:0')) | > loss_gen: 2.495515823364258 (2.4882702030309423) | > loss_kl: 2.2649221420288086 (2.0379898261878986) | > loss_feat: 8.9099760055542 (7.128060624954548) | > loss_mel: 16.84606170654297 (17.096445399577128) | > loss_duration: 2.300762414932251 (2.0636038533822396) | > loss_1: 32.817237854003906 (30.81436992633669) | > grad_norm_1: tensor(322.3446, device='cuda:0') (tensor(306.1788, device='cuda:0')) | > current_lr_0: 0.00018132867001671084 | > current_lr_1: 0.00018132867001671084 | > step_time: 15.2701 (0.4560193037189611) | > loader_time: 0.0336 (0.005104769326995574)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.692805767059326 (2.692805767059326) | > loss_disc_real_0: 0.34487271308898926 (0.34487271308898926) | > loss_disc_real_1: 0.17345023155212402 (0.17345023155212402) | > loss_disc_real_2: 0.3215412199497223 (0.3215412199497223) | > loss_disc_real_3: 0.23902392387390137 (0.23902392387390137) | > loss_disc_real_4: 0.258524090051651 (0.258524090051651) | > loss_disc_real_5: 0.21775205433368683 (0.21775205433368683) | > loss_0: 2.692805767059326 (2.692805767059326) | > loss_gen: 2.8403024673461914 (2.8403024673461914) | > loss_kl: 2.9661049842834473 (2.9661049842834473) | > loss_feat: 8.225570678710938 (8.225570678710938) | > loss_mel: 18.837800979614258 (18.837800979614258) | > loss_duration: 3.100226402282715 (3.100226402282715) | > loss_1: 35.97000503540039 (35.97000503540039)  --> STEP: 1 | > loss_disc: 2.268455982208252 (2.268455982208252) | > loss_disc_real_0: 0.11863350868225098 (0.11863350868225098) | > loss_disc_real_1: 0.1577516496181488 (0.1577516496181488) | > loss_disc_real_2: 0.17996490001678467 (0.17996490001678467) | > loss_disc_real_3: 0.2068760246038437 (0.2068760246038437) | > loss_disc_real_4: 0.26360177993774414 (0.26360177993774414) | > loss_disc_real_5: 0.17599979043006897 (0.17599979043006897) | > loss_0: 2.268455982208252 (2.268455982208252) | > loss_gen: 2.3053383827209473 (2.3053383827209473) | > loss_kl: 2.952814817428589 (2.952814817428589) | > loss_feat: 5.690284252166748 (5.690284252166748) | > loss_mel: 17.02627182006836 (17.02627182006836) | > loss_duration: 2.4735336303710938 (2.4735336303710938) | > loss_1: 30.4482421875 (30.4482421875)  --> STEP: 2 | > loss_disc: 2.44879150390625 (2.358623743057251) | > loss_disc_real_0: 0.10223297029733658 (0.11043323948979378) | > loss_disc_real_1: 0.13052158057689667 (0.14413661509752274) | > loss_disc_real_2: 0.33173319697380066 (0.25584904849529266) | > loss_disc_real_3: 0.18762893974781036 (0.19725248217582703) | > loss_disc_real_4: 0.24361631274223328 (0.2536090463399887) | > loss_disc_real_5: 0.339273601770401 (0.257636696100235) | > loss_0: 2.44879150390625 (2.358623743057251) | > loss_gen: 2.4459657669067383 (2.3756520748138428) | > loss_kl: 3.1147847175598145 (3.0337997674942017) | > loss_feat: 5.445504188537598 (5.567894220352173) | > loss_mel: 19.229328155517578 (18.12779998779297) | > loss_duration: 2.4629225730895996 (2.4682281017303467) | > loss_1: 32.69850540161133 (31.573373794555664)  --> STEP: 3 | > loss_disc: 2.3525328636169434 (2.356593449910482) | > loss_disc_real_0: 0.20861265063285828 (0.14315970987081528) | > loss_disc_real_1: 0.13082973659038544 (0.13970098892847696) | > loss_disc_real_2: 0.21418900787830353 (0.2419623682896296) | > loss_disc_real_3: 0.24676674604415894 (0.21375723679860434) | > loss_disc_real_4: 0.2771409749984741 (0.2614530225594838) | > loss_disc_real_5: 0.18255040049552917 (0.23260793089866638) | > loss_0: 2.3525328636169434 (2.356593449910482) | > loss_gen: 2.5296502113342285 (2.4269847869873047) | > loss_kl: 3.41965913772583 (3.162419557571411) | > loss_feat: 7.2712812423706055 (6.135689894358317) | > loss_mel: 17.36690330505371 (17.874167760213215) | > loss_duration: 2.399202823638916 (2.4452196756998696) | > loss_1: 32.986698150634766 (32.044481913248696)  --> STEP: 4 | > loss_disc: 2.7705366611480713 (2.460079252719879) | > loss_disc_real_0: 0.2853260338306427 (0.17870129086077213) | > loss_disc_real_1: 0.19517527520656586 (0.1535695604979992) | > loss_disc_real_2: 0.3026581108570099 (0.2571363039314747) | > loss_disc_real_3: 0.21238771080970764 (0.21341485530138016) | > loss_disc_real_4: 0.20029620826244354 (0.24616381898522377) | > loss_disc_real_5: 0.17342931032180786 (0.21781327575445175) | > loss_0: 2.7705366611480713 (2.460079252719879) | > loss_gen: 2.1596529483795166 (2.3601518273353577) | > loss_kl: 3.848883867263794 (3.334035634994507) | > loss_feat: 4.772549629211426 (5.794904828071594) | > loss_mel: 17.588058471679688 (17.802640438079834) | > loss_duration: 2.3980157375335693 (2.4334186911582947) | > loss_1: 30.767160415649414 (31.725151538848877)  --> STEP: 5 | > loss_disc: 2.6206400394439697 (2.4921914100646974) | > loss_disc_real_0: 0.18612483143806458 (0.1801859989762306) | > loss_disc_real_1: 0.13426384329795837 (0.14970841705799104) | > loss_disc_real_2: 0.2958179712295532 (0.2648726373910904) | > loss_disc_real_3: 0.286346971988678 (0.22800127863883973) | > loss_disc_real_4: 0.3273414373397827 (0.26239934265613557) | > loss_disc_real_5: 0.25398409366607666 (0.22504743933677673) | > loss_0: 2.6206400394439697 (2.4921914100646974) | > loss_gen: 2.30954909324646 (2.350031280517578) | > loss_kl: 3.4454681873321533 (3.356322145462036) | > loss_feat: 3.933013677597046 (5.422526597976685) | > loss_mel: 18.769094467163086 (17.995931243896486) | > loss_duration: 2.3484444618225098 (2.4164238452911375) | > loss_1: 30.80556869506836 (31.541234970092773)  --> STEP: 6 | > loss_disc: 2.414868116378784 (2.4793041944503784) | > loss_disc_real_0: 0.12282255291938782 (0.17062542463342348) | > loss_disc_real_1: 0.15532757341861725 (0.1506449431180954) | > loss_disc_real_2: 0.3005979657173157 (0.2708268587787946) | > loss_disc_real_3: 0.272704541683197 (0.23545182247956595) | > loss_disc_real_4: 0.2947777807712555 (0.26779574900865555) | > loss_disc_real_5: 0.215311199426651 (0.2234247326850891) | > loss_0: 2.414868116378784 (2.4793041944503784) | > loss_gen: 2.5195796489715576 (2.3782893419265747) | > loss_kl: 2.801161527633667 (3.2637953758239746) | > loss_feat: 5.244109630584717 (5.39279043674469) | > loss_mel: 17.415725708007812 (17.89923032124837) | > loss_duration: 2.2322802543640137 (2.3857332468032837) | > loss_1: 30.21285629272461 (31.319838523864746)  --> STEP: 7 | > loss_disc: 2.224963426589966 (2.442969799041748) | > loss_disc_real_0: 0.21891170740127563 (0.17752346502883093) | > loss_disc_real_1: 0.14893850684165955 (0.150401166507176) | > loss_disc_real_2: 0.22476308047771454 (0.2642463190214975) | > loss_disc_real_3: 0.2840418517589569 (0.24239325523376465) | > loss_disc_real_4: 0.21648335456848145 (0.2604654069457735) | > loss_disc_real_5: 0.15362322330474854 (0.2134530884878976) | > loss_0: 2.224963426589966 (2.442969799041748) | > loss_gen: 2.8161988258361816 (2.440847839627947) | > loss_kl: 4.283796310424805 (3.4095097950526645) | > loss_feat: 7.611678123474121 (5.709774391991751) | > loss_mel: 17.775814056396484 (17.88159942626953) | > loss_duration: 2.464372158050537 (2.3969673769814626) | > loss_1: 34.95185852050781 (31.838698523385183)  --> STEP: 8 | > loss_disc: 2.512662649154663 (2.4516814053058624) | > loss_disc_real_0: 0.23940369486808777 (0.18525849375873804) | > loss_disc_real_1: 0.19441692531108856 (0.15590313635766506) | > loss_disc_real_2: 0.2390262335538864 (0.2610938083380461) | > loss_disc_real_3: 0.27538755536079407 (0.24651754274964333) | > loss_disc_real_4: 0.33278825879096985 (0.2695057634264231) | > loss_disc_real_5: 0.28136059641838074 (0.221941526979208) | > loss_0: 2.512662649154663 (2.4516814053058624) | > loss_gen: 3.04616379737854 (2.5165123343467712) | > loss_kl: 2.9647862911224365 (3.353919357061386) | > loss_feat: 6.615539073944092 (5.822994977235794) | > loss_mel: 16.376422882080078 (17.69345235824585) | > loss_duration: 2.2841591835021973 (2.3828663527965546) | > loss_1: 31.287071228027344 (31.769745111465454)  --> STEP: 9 | > loss_disc: 2.7220230102539062 (2.4817193614112005) | > loss_disc_real_0: 0.26509708166122437 (0.1941294479701254) | > loss_disc_real_1: 0.21239416301250458 (0.16217991709709167) | > loss_disc_real_2: 0.33318042755126953 (0.2691034326950709) | > loss_disc_real_3: 0.2520347833633423 (0.24713056948449877) | > loss_disc_real_4: 0.3283260762691498 (0.2760413537422816) | > loss_disc_real_5: 0.22179582715034485 (0.22192533810933432) | > loss_0: 2.7220230102539062 (2.4817193614112005) | > loss_gen: 2.639988660812378 (2.530231926176283) | > loss_kl: 2.780740261077881 (3.2902327908409967) | > loss_feat: 7.187776565551758 (5.974637375937568) | > loss_mel: 17.62064552307129 (17.68536270989312) | > loss_duration: 2.153362274169922 (2.3573658996158176) | > loss_1: 32.38251495361328 (31.83783064948188)  --> STEP: 10 | > loss_disc: 2.6003952026367188 (2.4935869455337523) | > loss_disc_real_0: 0.21500864624977112 (0.19621736779809) | > loss_disc_real_1: 0.19576504826545715 (0.16553843021392822) | > loss_disc_real_2: 0.2856539785861969 (0.2707584872841835) | > loss_disc_real_3: 0.3029485046863556 (0.25271236300468447) | > loss_disc_real_4: 0.26670801639556885 (0.2751080200076103) | > loss_disc_real_5: 0.23977944254875183 (0.22371074855327605) | > loss_0: 2.6003952026367188 (2.4935869455337523) | > loss_gen: 2.4105072021484375 (2.5182594537734984) | > loss_kl: 2.9609780311584473 (3.2573073148727416) | > loss_feat: 4.390260219573975 (5.8161996603012085) | > loss_mel: 13.801079750061035 (17.296934413909913) | > loss_duration: 2.3975186347961426 (2.36138117313385) | > loss_1: 25.960342407226562 (31.25008182525635)  --> STEP: 11 | > loss_disc: 2.625969648361206 (2.5056217366998847) | > loss_disc_real_0: 0.19411957263946533 (0.1960266591473059) | > loss_disc_real_1: 0.20403656363487244 (0.16903826052492316) | > loss_disc_real_2: 0.2454865723848343 (0.26846104047515174) | > loss_disc_real_3: 0.3107098639011383 (0.25798486308618024) | > loss_disc_real_4: 0.28239938616752625 (0.2757708714766936) | > loss_disc_real_5: 0.3051489591598511 (0.23111422224478287) | > loss_0: 2.625969648361206 (2.5056217366998847) | > loss_gen: 2.49635648727417 (2.5162682750008325) | > loss_kl: 3.7861216068267822 (3.305381341414018) | > loss_feat: 6.382618427276611 (5.867692275480791) | > loss_mel: 16.46697998046875 (17.221484010869805) | > loss_duration: 2.505258321762085 (2.374460913918235) | > loss_1: 31.6373348236084 (31.28528664328835)  --> STEP: 12 | > loss_disc: 2.5350089073181152 (2.5080706675847373) | > loss_disc_real_0: 0.1785186231136322 (0.19456765614449978) | > loss_disc_real_1: 0.23164355754852295 (0.17425536861022314) | > loss_disc_real_2: 0.2597915530204773 (0.26773858318726224) | > loss_disc_real_3: 0.18551824986934662 (0.25194597865144414) | > loss_disc_real_4: 0.21675531566143036 (0.2708529084920883) | > loss_disc_real_5: 0.20776931941509247 (0.229168813675642) | > loss_0: 2.5350089073181152 (2.5080706675847373) | > loss_gen: 2.243565797805786 (2.493543068567912) | > loss_kl: 2.9525012969970703 (3.275974671045939) | > loss_feat: 6.274472713470459 (5.901590645313263) | > loss_mel: 17.48518180847168 (17.243458827336628) | > loss_duration: 2.3066372871398926 (2.3688089450200396) | > loss_1: 31.262359619140625 (31.283376057942707)  --> STEP: 13 | > loss_disc: 2.672781229019165 (2.520740710772001) | > loss_disc_real_0: 0.22804947197437286 (0.1971431804391054) | > loss_disc_real_1: 0.23759759962558746 (0.1791278479190973) | > loss_disc_real_2: 0.213480606675148 (0.2635648926863304) | > loss_disc_real_3: 0.31174975633621216 (0.2565462692425801) | > loss_disc_real_4: 0.3205682039260864 (0.27467716198701125) | > loss_disc_real_5: 0.32098090648651123 (0.23623128235340118) | > loss_0: 2.672781229019165 (2.520740710772001) | > loss_gen: 2.5686981678009033 (2.499324230047373) | > loss_kl: 3.103358030319214 (3.262696467913114) | > loss_feat: 6.3760809898376465 (5.93808990258437) | > loss_mel: 16.423166275024414 (17.18035940023569) | > loss_duration: 2.3000898361206055 (2.3635228597200832) | > loss_1: 30.771392822265625 (31.243992732121395)  --> STEP: 14 | > loss_disc: 2.4764561653137207 (2.5175775289535522) | > loss_disc_real_0: 0.15015754103660583 (0.19378706333892687) | > loss_disc_real_1: 0.1195826306939125 (0.1748746181172984) | > loss_disc_real_2: 0.21677984297275543 (0.260223103421075) | > loss_disc_real_3: 0.27657628059387207 (0.257976984339101) | > loss_disc_real_4: 0.3386571407318115 (0.2792471604687827) | > loss_disc_real_5: 0.3033803403377533 (0.24102764363799775) | > loss_0: 2.4764561653137207 (2.5175775289535522) | > loss_gen: 2.4435505867004395 (2.4953403983797346) | > loss_kl: 3.6803948879241943 (3.292532069342477) | > loss_feat: 6.89838981628418 (6.006682753562927) | > loss_mel: 18.0078182220459 (17.239463601793563) | > loss_duration: 2.4390997886657715 (2.3689212117876326) | > loss_1: 33.46925354003906 (31.40293993268694)  --> STEP: 15 | > loss_disc: 2.5673036575317383 (2.520892604192098) | > loss_disc_real_0: 0.2763720750808716 (0.19929273078838985) | > loss_disc_real_1: 0.244289368391037 (0.17950226813554765) | > loss_disc_real_2: 0.2423853874206543 (0.2590339223543803) | > loss_disc_real_3: 0.26402124762535095 (0.258379935224851) | > loss_disc_real_4: 0.31179600954055786 (0.2814170837402344) | > loss_disc_real_5: 0.20498283207416534 (0.23862465620040893) | > loss_0: 2.5673036575317383 (2.520892604192098) | > loss_gen: 2.5229272842407227 (2.4971795241038004) | > loss_kl: 3.2268595695495605 (3.288153902689616) | > loss_feat: 7.68648099899292 (6.11866930325826) | > loss_mel: 18.256244659423828 (17.30724900563558) | > loss_duration: 2.338974952697754 (2.366924794514974) | > loss_1: 34.03148651123047 (31.57817637125651)  --> STEP: 16 | > loss_disc: 2.158580780029297 (2.498248115181923) | > loss_disc_real_0: 0.1556018590927124 (0.19656205130741) | > loss_disc_real_1: 0.13815511763095856 (0.17691807122901082) | > loss_disc_real_2: 0.2810637950897217 (0.2604107894003391) | > loss_disc_real_3: 0.190973162651062 (0.25416701193898916) | > loss_disc_real_4: 0.2228805422782898 (0.27775854989886284) | > loss_disc_real_5: 0.18208225071430206 (0.23509075585752726) | > loss_0: 2.158580780029297 (2.498248115181923) | > loss_gen: 3.065066337585449 (2.5326724499464035) | > loss_kl: 2.5108556747436523 (3.239572763442993) | > loss_feat: 8.03442096710205 (6.238403782248497) | > loss_mel: 16.78514862060547 (17.274617731571198) | > loss_duration: 2.429058074951172 (2.3708081245422363) | > loss_1: 32.82455062866211 (31.65607476234436)  --> STEP: 17 | > loss_disc: 2.5520951747894287 (2.501415589276482) | > loss_disc_real_0: 0.16013669967651367 (0.1944193835644161) | > loss_disc_real_1: 0.2326192706823349 (0.18019461237332401) | > loss_disc_real_2: 0.3220464885234833 (0.2640364187605241) | > loss_disc_real_3: 0.22682087123394012 (0.2525584154269275) | > loss_disc_real_4: 0.27376440167427063 (0.27752360000329857) | > loss_disc_real_5: 0.3406478762626648 (0.24129999823430004) | > loss_0: 2.5520951747894287 (2.501415589276482) | > loss_gen: 2.622349977493286 (2.5379475986256317) | > loss_kl: 2.5505101680755615 (3.19903966959785) | > loss_feat: 5.59759521484375 (6.200709160636453) | > loss_mel: 16.011220932006836 (17.200300272773294) | > loss_duration: 2.4186208248138428 (2.373620636322919) | > loss_1: 29.200298309326172 (31.511617323931524)  --> STEP: 18 | > loss_disc: 2.730210065841675 (2.5141263935301037) | > loss_disc_real_0: 0.3073289096355438 (0.20069213501281208) | > loss_disc_real_1: 0.13018593192100525 (0.1774163523481952) | > loss_disc_real_2: 0.2911180257797241 (0.265540952483813) | > loss_disc_real_3: 0.246723935008049 (0.25223427762587863) | > loss_disc_real_4: 0.21692876517772675 (0.27415722029076683) | > loss_disc_real_5: 0.20101457834243774 (0.23906191935141882) | > loss_0: 2.730210065841675 (2.5141263935301037) | > loss_gen: 2.43906831741333 (2.5324543052249484) | > loss_kl: 2.6666977405548096 (3.169465117984348) | > loss_feat: 7.902985572814941 (6.295280072424147) | > loss_mel: 17.496850967407227 (17.216775311364067) | > loss_duration: 2.2650890350341797 (2.3675911029179892) | > loss_1: 32.77069091796875 (31.581565856933594)  --> STEP: 19 | > loss_disc: 2.341978073120117 (2.5050659556137886) | > loss_disc_real_0: 0.1442558914422989 (0.1977218064038377) | > loss_disc_real_1: 0.17498768866062164 (0.17728852794358604) | > loss_disc_real_2: 0.1864881068468094 (0.2613802763976549) | > loss_disc_real_3: 0.22335214912891388 (0.2507141655997226) | > loss_disc_real_4: 0.3121105432510376 (0.2761547636044653) | > loss_disc_real_5: 0.23402540385723114 (0.23879683958856682) | > loss_0: 2.341978073120117 (2.5050659556137886) | > loss_gen: 2.5094046592712402 (2.531241165964227) | > loss_kl: 2.7951130867004395 (3.149762379495721) | > loss_feat: 9.87838077545166 (6.483864319951911) | > loss_mel: 19.07500457763672 (17.31457685169421) | > loss_duration: 2.357281446456909 (2.3670484894200374) | > loss_1: 36.61518478393555 (31.846493168881064)  --> STEP: 20 | > loss_disc: 2.514472723007202 (2.5055362939834596) | > loss_disc_real_0: 0.1906260848045349 (0.19736702032387257) | > loss_disc_real_1: 0.2059091329574585 (0.17871955819427968) | > loss_disc_real_2: 0.20496828854084015 (0.25855967700481414) | > loss_disc_real_3: 0.20310913026332855 (0.2483339138329029) | > loss_disc_real_4: 0.2866653501987457 (0.2766802929341793) | > loss_disc_real_5: 0.3108523488044739 (0.2423996150493622) | > loss_0: 2.514472723007202 (2.5055362939834596) | > loss_gen: 2.5231165885925293 (2.530834937095642) | > loss_kl: 2.4056360721588135 (3.1125560641288756) | > loss_feat: 8.33735179901123 (6.576538693904877) | > loss_mel: 19.850711822509766 (17.44138360023499) | > loss_duration: 2.302229166030884 (2.3638075232505797) | > loss_1: 35.41904830932617 (32.02512092590332)  --> STEP: 21 | > loss_disc: 2.6288180351257324 (2.5114068530854725) | > loss_disc_real_0: 0.25354909896850586 (0.20004235740218843) | > loss_disc_real_1: 0.18380367755889893 (0.1789616591164044) | > 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(0.27806565775112674) | > loss_disc_real_5: 0.20475271344184875 (0.24532552876255728) | > loss_0: 2.3483877182006836 (2.503996892408891) | > loss_gen: 2.574223041534424 (2.5372936508872295) | > loss_kl: 2.656270742416382 (3.0583628199317237) | > loss_feat: 5.801552772521973 (6.498711813579906) | > loss_mel: 16.966299057006836 (17.331440578807488) | > loss_duration: 2.1751718521118164 (2.3479573835026133) | > loss_1: 30.17351531982422 (31.773766257546164)  --> STEP: 23 | > loss_disc: 2.6446025371551514 (2.5101101813109024) | > loss_disc_real_0: 0.2708248496055603 (0.20216226869303247) | > loss_disc_real_1: 0.1568198949098587 (0.17685734674982403) | > loss_disc_real_2: 0.23355746269226074 (0.2584125140438909) | > loss_disc_real_3: 0.2872117757797241 (0.2512127024971921) | > loss_disc_real_4: 0.2996455430984497 (0.27900391363579297) | > loss_disc_real_5: 0.27251720428466797 (0.24650777552438818) | > loss_0: 2.6446025371551514 (2.5101101813109024) | > loss_gen: 2.4678542613983154 (2.534274546996407) | > loss_kl: 2.538116693496704 (3.035743423130201) | > loss_feat: 6.911025524139404 (6.51663849664771) | > loss_mel: 17.937244415283203 (17.357779876045562) | > loss_duration: 2.275871753692627 (2.344823225684788) | > loss_1: 32.13011169433594 (31.78925953740659)  --> STEP: 24 | > loss_disc: 2.371856927871704 (2.504349629084269) | > loss_disc_real_0: 0.25622472167015076 (0.2044148709004124) | > loss_disc_real_1: 0.19254358112812042 (0.17751093984891972) | > loss_disc_real_2: 0.2810925245285034 (0.25935751448074973) | > loss_disc_real_3: 0.3225148916244507 (0.2541836270441612) | > loss_disc_real_4: 0.3221045434474945 (0.2807997732112805) | > loss_disc_real_5: 0.22638174891471863 (0.24566919108231863) | > loss_0: 2.371856927871704 (2.504349629084269) | > loss_gen: 3.0853469371795654 (2.5572358965873723) | > loss_kl: 2.650019407272339 (3.0196715891361237) | > loss_feat: 6.23429012298584 (6.5048739810784655) | > loss_mel: 16.614582061767578 (17.326813300450645) | > loss_duration: 2.4450926780700684 (2.3490011195341745) | > loss_1: 31.02933120727539 (31.757595856984455)  --> STEP: 25 | > loss_disc: 2.428483724594116 (2.501314992904663) | > loss_disc_real_0: 0.19537144899368286 (0.2040531340241432) | > loss_disc_real_1: 0.10504892468452454 (0.1746124592423439) | > loss_disc_real_2: 0.2300741970539093 (0.25818618178367614) | > loss_disc_real_3: 0.23687361180782318 (0.2534912264347077) | > loss_disc_real_4: 0.1912388950586319 (0.27721733808517457) | > loss_disc_real_5: 0.2056111991405487 (0.24406687140464783) | > loss_0: 2.428483724594116 (2.501314992904663) | > loss_gen: 2.2855734825134277 (2.546369400024415) | > loss_kl: 3.0505926609039307 (3.020908432006836) | > loss_feat: 6.446150302886963 (6.502525033950806) | > loss_mel: 14.8119478225708 (17.226218681335453) | > loss_duration: 2.4271018505096436 (2.3521251487731933) | > loss_1: 29.021366119384766 (31.648146667480468)  --> STEP: 26 | > loss_disc: 2.9484376907348633 (2.518512019744286) | > loss_disc_real_0: 0.16419780254364014 (0.2025202366595085) | > loss_disc_real_1: 0.12735502421855927 (0.17279486558758295) | > loss_disc_real_2: 0.4679754972457886 (0.266255001609142) | > loss_disc_real_3: 0.2603870630264282 (0.2537564509190046) | > loss_disc_real_4: 0.42544353008270264 (0.28291834546969485) | > loss_disc_real_5: 0.277679443359375 (0.24535966263367578) | > loss_0: 2.9484376907348633 (2.518512019744286) | > loss_gen: 2.503345012664795 (2.544714615895199) | > loss_kl: 2.568347454071045 (3.003502240547767) | > loss_feat: 9.909043312072754 (6.633544967724727) | > loss_mel: 18.920835494995117 (17.291396251091594) | > loss_duration: 2.305443286895752 (2.3503296925471377) | > loss_1: 36.20701217651367 (31.82348764859713) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024563165811391976 (+4.4712653526892895e-05) | > avg_loss_disc: 2.518512019744286 (-0.022765324665949827) | > avg_loss_disc_real_0: 0.2025202366595085 (+0.06426564346139249) | > avg_loss_disc_real_1: 0.17279486558758295 (-0.06479616721089071) | > avg_loss_disc_real_2: 0.266255001609142 (+0.06556551846174094) | > avg_loss_disc_real_3: 0.2537564509190046 (+0.019381368461136667) | > avg_loss_disc_real_4: 0.28291834546969485 (+0.04479666054248807) | > avg_loss_disc_real_5: 0.24535966263367578 (-0.0006925423557941901) | > avg_loss_0: 2.518512019744286 (-0.022765324665949827) | > avg_loss_gen: 2.544714615895199 (+0.32584517735701457) | > avg_loss_kl: 3.003502240547767 (-0.011306927754328733) | > avg_loss_feat: 6.633544967724727 (-0.22465623342073915) | > avg_loss_mel: 17.291396251091594 (+0.11848948552058403) | > avg_loss_duration: 2.3503296925471377 (-0.0014958748450646375) | > avg_loss_1: 31.82348764859713 (+0.2068755810077363)  > EPOCH: 785/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 01:57:30)   --> TIME: 2024-06-12 01:57:41 -- STEP: 24/330 -- GLOBAL_STEP: 347075 | > loss_disc: 2.312459707260132 (2.3362719615300493) | > loss_disc_real_0: 0.07014407962560654 (0.10168675146996975) | > loss_disc_real_1: 0.2278975248336792 (0.19663857047756514) | > loss_disc_real_2: 0.20908483862876892 (0.2111064592997233) | > loss_disc_real_3: 0.22448328137397766 (0.22459186799824238) | > loss_disc_real_4: 0.2363385260105133 (0.23160536773502827) | > loss_disc_real_5: 0.2135600596666336 (0.221689789245526) | > loss_0: 2.312459707260132 (2.3362719615300493) | > grad_norm_0: tensor(9.7477, device='cuda:0') (tensor(13.5712, device='cuda:0')) | > loss_gen: 2.466675281524658 (2.499894102414449) | > loss_kl: 1.8420084714889526 (1.9645616511503856) | > loss_feat: 7.705598831176758 (6.9898980259895325) | > loss_mel: 17.347684860229492 (17.543676058451343) | > loss_duration: 1.9515068531036377 (2.0292807022730504) | > loss_1: 31.313474655151367 (31.027310212453205) | > grad_norm_1: tensor(63.3569, device='cuda:0') (tensor(133.2437, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3981 (0.37919565041859943) | > loader_time: 0.0032 (0.0035363435745239258)  --> TIME: 2024-06-12 01:57:50 -- STEP: 49/330 -- GLOBAL_STEP: 347100 | > loss_disc: 2.342318058013916 (2.3603071971815455) | > loss_disc_real_0: 0.10199297219514847 (0.10660798619596326) | > loss_disc_real_1: 0.20672282576560974 (0.1999750538748138) | > loss_disc_real_2: 0.20534734427928925 (0.21190696468158643) | > loss_disc_real_3: 0.22201967239379883 (0.2266326792994324) | > loss_disc_real_4: 0.2271633744239807 (0.2317748124502143) | > loss_disc_real_5: 0.21859656274318695 (0.22277754849317122) | > loss_0: 2.342318058013916 (2.3603071971815455) | > grad_norm_0: tensor(9.3001, device='cuda:0') (tensor(11.7631, device='cuda:0')) | > loss_gen: 2.4729418754577637 (2.4886226751366434) | > loss_kl: 1.9344512224197388 (1.9556064386757053) | > loss_feat: 7.26577091217041 (6.980151322423195) | > loss_mel: 17.107053756713867 (17.507023752952108) | > loss_duration: 1.9130871295928955 (1.9947242031292036) | > loss_1: 30.69330596923828 (30.92612830960021) | > grad_norm_1: tensor(291.1410, device='cuda:0') (tensor(144.7421, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3666 (0.3733465914823571) | > loader_time: 0.0034 (0.0035112001457992866)  --> TIME: 2024-06-12 01:57:59 -- STEP: 74/330 -- GLOBAL_STEP: 347125 | > loss_disc: 2.462468385696411 (2.3550974517255208) | > loss_disc_real_0: 0.07874080538749695 (0.10720151038588704) | > loss_disc_real_1: 0.22974637150764465 (0.19846710300928838) | > loss_disc_real_2: 0.2209448665380478 (0.2101626567341186) | > loss_disc_real_3: 0.25982987880706787 (0.22821680899407412) | > loss_disc_real_4: 0.2571190893650055 (0.23162527442783923) | > loss_disc_real_5: 0.25481584668159485 (0.22210069906872673) | > loss_0: 2.462468385696411 (2.3550974517255208) | > grad_norm_0: tensor(15.5429, device='cuda:0') (tensor(11.5602, device='cuda:0')) | > loss_gen: 2.4023990631103516 (2.4907801409025443) | > loss_kl: 2.0044777393341064 (1.988641637402612) | > loss_feat: 7.06305456161499 (7.041116192534163) | > loss_mel: 17.497669219970703 (17.479654724533496) | > loss_duration: 1.9189655780792236 (1.9837000515009906) | > loss_1: 30.886566162109375 (30.983892621220768) | > grad_norm_1: tensor(162.6283, device='cuda:0') (tensor(144.1164, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3621 (0.3697981866630348) | > loader_time: 0.0038 (0.0035672155586448876)  --> TIME: 2024-06-12 01:58:09 -- STEP: 99/330 -- GLOBAL_STEP: 347150 | > loss_disc: 2.244631767272949 (2.3600557404335096) | > loss_disc_real_0: 0.058869846165180206 (0.10918033446627434) | > loss_disc_real_1: 0.18463853001594543 (0.1982102482908904) | > loss_disc_real_2: 0.22626237571239471 (0.21124835297314806) | > loss_disc_real_3: 0.22906605899333954 (0.22819330611012198) | > loss_disc_real_4: 0.19831004738807678 (0.2318666015911584) | > loss_disc_real_5: 0.1939421445131302 (0.22331910332043967) | > loss_0: 2.244631767272949 (2.3600557404335096) | > grad_norm_0: tensor(8.2660, device='cuda:0') (tensor(11.1247, device='cuda:0')) | > loss_gen: 2.451502561569214 (2.479495944398822) | > loss_kl: 2.001929521560669 (1.999190578557024) | > loss_feat: 7.266584873199463 (6.971670589061699) | > loss_mel: 17.793214797973633 (17.398133432022252) | > loss_duration: 2.0044445991516113 (1.9856477084786002) | > loss_1: 31.517675399780273 (30.83413825372253) | > grad_norm_1: tensor(73.0059, device='cuda:0') (tensor(145.4544, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3808 (0.3692537895356766) | > loader_time: 0.0037 (0.0036039545078470248)  --> TIME: 2024-06-12 01:58:18 -- STEP: 124/330 -- GLOBAL_STEP: 347175 | > loss_disc: 2.2869176864624023 (2.361225364669677) | > loss_disc_real_0: 0.09083002805709839 (0.11000891660730686) | > loss_disc_real_1: 0.18929602205753326 (0.1984645246017364) | > loss_disc_real_2: 0.2034008949995041 (0.2105159223560364) | > loss_disc_real_3: 0.2104305922985077 (0.2285957829125466) | > loss_disc_real_4: 0.2003907710313797 (0.23120668470378844) | > loss_disc_real_5: 0.19069206714630127 (0.22272679978801357) | > loss_0: 2.2869176864624023 (2.361225364669677) | > grad_norm_0: tensor(11.9650, device='cuda:0') (tensor(11.0420, device='cuda:0')) | > loss_gen: 2.4640872478485107 (2.481058578337392) | > loss_kl: 1.8722410202026367 (1.9951734369800938) | > loss_feat: 7.467636585235596 (7.007675232425813) | > loss_mel: 17.20728302001953 (17.392631384634203) | > loss_duration: 2.0067625045776367 (1.9899493388591274) | > loss_1: 31.018009185791016 (30.866487979888916) | > grad_norm_1: tensor(115.3825, device='cuda:0') (tensor(141.3536, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3755 (0.37024609119661395) | > loader_time: 0.0038 (0.0036638725188470654)  --> TIME: 2024-06-12 01:58:28 -- STEP: 149/330 -- GLOBAL_STEP: 347200 | > loss_disc: 2.382481813430786 (2.365715262073798) | > loss_disc_real_0: 0.0950908288359642 (0.1115607878305768) | > loss_disc_real_1: 0.15905624628067017 (0.19943352893694932) | > loss_disc_real_2: 0.1962377279996872 (0.21103613878656546) | > loss_disc_real_3: 0.2288380265235901 (0.2285560015463989) | > loss_disc_real_4: 0.2175324261188507 (0.23142596659244308) | > loss_disc_real_5: 0.19189153611660004 (0.2232251956358852) | > loss_0: 2.382481813430786 (2.365715262073798) | > grad_norm_0: tensor(13.1610, device='cuda:0') (tensor(10.7212, device='cuda:0')) | > loss_gen: 2.363332986831665 (2.4758260874140174) | > loss_kl: 1.930866003036499 (1.9982942398762542) | > loss_feat: 6.626660346984863 (6.994930961788101) | > loss_mel: 17.60773277282715 (17.375372854655232) | > loss_duration: 2.022343635559082 (1.9942913575460446) | > loss_1: 30.55093765258789 (30.838715482878204) | > grad_norm_1: tensor(168.8547, device='cuda:0') (tensor(134.1734, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3789 (0.37299074902630497) | > loader_time: 0.0041 (0.003789095270553691)  --> TIME: 2024-06-12 01:58:38 -- STEP: 174/330 -- GLOBAL_STEP: 347225 | > loss_disc: 2.3158926963806152 (2.3678590758093487) | > loss_disc_real_0: 0.11970186978578568 (0.11247284397825427) | > loss_disc_real_1: 0.1910996437072754 (0.1989368033306353) | > loss_disc_real_2: 0.18250712752342224 (0.210729573992477) | > loss_disc_real_3: 0.21315573155879974 (0.22907125495973674) | > loss_disc_real_4: 0.23208335041999817 (0.23204214177254973) | > loss_disc_real_5: 0.21682177484035492 (0.22399148935901708) | > loss_0: 2.3158926963806152 (2.3678590758093487) | > grad_norm_0: tensor(7.9489, device='cuda:0') (tensor(11.1215, device='cuda:0')) | > loss_gen: 2.557288885116577 (2.4730291448790442) | > loss_kl: 2.0143558979034424 (2.0048585102475935) | > loss_feat: 7.160168647766113 (6.977480940435124) | > loss_mel: 17.36032485961914 (17.334093302145778) | > loss_duration: 2.090562343597412 (2.00033307486567) | > loss_1: 31.182701110839844 (30.78979495476032) | > grad_norm_1: tensor(94.5474, device='cuda:0') (tensor(139.9687, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.4017 (0.37527960607375205) | > loader_time: 0.0048 (0.0039058964827965044)  --> TIME: 2024-06-12 01:58:48 -- STEP: 199/330 -- GLOBAL_STEP: 347250 | > loss_disc: 2.2996904850006104 (2.367987742975132) | > loss_disc_real_0: 0.10801641643047333 (0.11423797347587557) | > loss_disc_real_1: 0.22555707395076752 (0.198955696881117) | > loss_disc_real_2: 0.2438899725675583 (0.21062173668164097) | > loss_disc_real_3: 0.20357443392276764 (0.22884700862906088) | > loss_disc_real_4: 0.2176816761493683 (0.2315307759759414) | > loss_disc_real_5: 0.23142342269420624 (0.22340213166708922) | > loss_0: 2.2996904850006104 (2.367987742975132) | > grad_norm_0: tensor(19.4718, device='cuda:0') (tensor(12.1559, device='cuda:0')) | > loss_gen: 2.5147287845611572 (2.471399078417062) | > loss_kl: 2.0678207874298096 (2.0111235913319807) | > loss_feat: 6.870338439941406 (7.003606877734313) | > loss_mel: 16.677717208862305 (17.30290909388557) | > loss_duration: 2.136007070541382 (2.0089878538745145) | > loss_1: 30.266611099243164 (30.798026473078895) | > grad_norm_1: tensor(386.2319, device='cuda:0') (tensor(153.9868, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3943 (0.37781140073459935) | > loader_time: 0.0045 (0.004000904572069945)  --> TIME: 2024-06-12 01:58:59 -- STEP: 224/330 -- GLOBAL_STEP: 347275 | > loss_disc: 2.327336311340332 (2.372555994561742) | > loss_disc_real_0: 0.10833685100078583 (0.11517294023984245) | > loss_disc_real_1: 0.22258763015270233 (0.19967182393052754) | > loss_disc_real_2: 0.1819712370634079 (0.211172308307141) | > loss_disc_real_3: 0.24178649485111237 (0.22933148512882845) | > loss_disc_real_4: 0.2334834635257721 (0.23136412598458783) | > loss_disc_real_5: 0.19440358877182007 (0.22282107207658036) | > loss_0: 2.327336311340332 (2.372555994561742) | > grad_norm_0: tensor(11.2681, device='cuda:0') (tensor(14.0177, device='cuda:0')) | > loss_gen: 2.6140522956848145 (2.4715882699404426) | > loss_kl: 1.9369250535964966 (2.0138875980462343) | > loss_feat: 7.167148590087891 (7.001502530915396) | > loss_mel: 16.58349609375 (17.25774962987219) | > loss_duration: 2.134584426879883 (2.0175057303692645) | > loss_1: 30.43620491027832 (30.762233751160757) | > grad_norm_1: tensor(584.5707, device='cuda:0') (tensor(175.6962, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.3872 (0.38122143170663275) | > loader_time: 0.0051 (0.004131666251591274)  --> TIME: 2024-06-12 01:59:09 -- STEP: 249/330 -- GLOBAL_STEP: 347300 | > loss_disc: 2.43790340423584 (2.3719446122885723) | > loss_disc_real_0: 0.14995890855789185 (0.1158534250704639) | > loss_disc_real_1: 0.1850193738937378 (0.19929637511571255) | > loss_disc_real_2: 0.22957278788089752 (0.21132746350813097) | > loss_disc_real_3: 0.21974195539951324 (0.22964355367493916) | > loss_disc_real_4: 0.23021385073661804 (0.23130272729808546) | > loss_disc_real_5: 0.21221409738063812 (0.22339415017620148) | > loss_0: 2.43790340423584 (2.3719446122885723) | > grad_norm_0: tensor(22.2375, device='cuda:0') (tensor(16.0616, device='cuda:0')) | > loss_gen: 2.3381705284118652 (2.4792699871293014) | > loss_kl: 1.9686996936798096 (2.0163676451487706) | > loss_feat: 6.299386501312256 (7.005857929168456) | > loss_mel: 16.982494354248047 (17.23963282098732) | > loss_duration: 2.096876621246338 (2.0262462580539173) | > loss_1: 29.685626983642578 (30.767374620858924) | > grad_norm_1: tensor(354.0475, device='cuda:0') (tensor(199.1357, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.4111 (0.3842257438414546) | > loader_time: 0.0056 (0.004272319226858608)  --> TIME: 2024-06-12 01:59:20 -- STEP: 274/330 -- GLOBAL_STEP: 347325 | > loss_disc: 2.486792802810669 (2.3716375775580874) | > loss_disc_real_0: 0.15592777729034424 (0.11676152781957258) | > loss_disc_real_1: 0.20570893585681915 (0.19917559455128492) | > loss_disc_real_2: 0.28674250841140747 (0.21192587243161928) | > loss_disc_real_3: 0.23123638331890106 (0.22951988794290237) | > loss_disc_real_4: 0.21470105648040771 (0.2316465967871847) | > loss_disc_real_5: 0.20337475836277008 (0.22158555376486186) | > loss_0: 2.486792802810669 (2.3716375775580874) | > grad_norm_0: tensor(42.4166, device='cuda:0') (tensor(18.3315, device='cuda:0')) | > loss_gen: 2.4439897537231445 (2.487314761120036) | > loss_kl: 2.192969799041748 (2.021664088659912) | > loss_feat: 6.353193759918213 (7.027904157220882) | > loss_mel: 15.495817184448242 (17.202009688328655) | > loss_duration: 2.1257801055908203 (2.0347671956911606) | > loss_1: 28.61174964904785 (30.773659873182755) | > grad_norm_1: tensor(619.0713, device='cuda:0') (tensor(229.2913, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.4374 (0.38862052973169475) | > loader_time: 0.0067 (0.004440604335200179)  --> TIME: 2024-06-12 01:59:32 -- STEP: 299/330 -- GLOBAL_STEP: 347350 | > loss_disc: 2.4350075721740723 (2.3729236062155135) | > loss_disc_real_0: 0.15059241652488708 (0.11824159309218162) | > loss_disc_real_1: 0.18801003694534302 (0.1992791415656292) | > loss_disc_real_2: 0.23364350199699402 (0.2120412131615704) | > loss_disc_real_3: 0.25502800941467285 (0.22942251500278013) | > loss_disc_real_4: 0.24242551624774933 (0.23145762469656891) | > loss_disc_real_5: 0.21750657260417938 (0.22152967770960819) | > loss_0: 2.4350075721740723 (2.3729236062155135) | > grad_norm_0: tensor(22.9995, device='cuda:0') (tensor(20.6634, device='cuda:0')) | > loss_gen: 2.7828407287597656 (2.4905553254794097) | > loss_kl: 2.128783702850342 (2.024944272727072) | > loss_feat: 7.103269577026367 (7.034497425308993) | > loss_mel: 17.012548446655273 (17.14880041294673) | > loss_duration: 2.195354461669922 (2.045560430523546) | > loss_1: 31.222797393798828 (30.744357871371367) | > grad_norm_1: tensor(175.9171, device='cuda:0') (tensor(250.9637, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.4712 (0.39489053643268085) | > loader_time: 0.0075 (0.00462897087020619)  --> TIME: 2024-06-12 01:59:46 -- STEP: 324/330 -- GLOBAL_STEP: 347375 | > loss_disc: 2.3452694416046143 (2.3751314893180955) | > loss_disc_real_0: 0.13912498950958252 (0.11963719987298971) | > loss_disc_real_1: 0.1637188047170639 (0.19946629931161455) | > loss_disc_real_2: 0.2546382546424866 (0.21236630717729327) | > loss_disc_real_3: 0.2561408281326294 (0.22938016884856754) | > loss_disc_real_4: 0.2485305666923523 (0.23154145663167225) | > loss_disc_real_5: 0.29022714495658875 (0.22195765569254203) | > loss_0: 2.3452694416046143 (2.3751314893180955) | > grad_norm_0: tensor(8.4575, device='cuda:0') (tensor(21.6185, device='cuda:0')) | > loss_gen: 2.4287023544311523 (2.48779957677111) | > loss_kl: 2.1834020614624023 (2.0312446528746753) | > loss_feat: 9.574647903442383 (7.08883207079805) | > loss_mel: 17.823270797729492 (17.123572378982747) | > loss_duration: 2.258462905883789 (2.0600312561900544) | > loss_1: 34.26848602294922 (30.791479928993883) | > grad_norm_1: tensor(182.1147, device='cuda:0') (tensor(265.4421, device='cuda:0')) | > current_lr_0: 0.00018130600393295875 | > current_lr_1: 0.00018130600393295875 | > step_time: 0.5994 (0.4057284313955424) | > loader_time: 0.0089 (0.004870364695419501)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4879226684570312 (2.4879226684570312) | > loss_disc_real_0: 0.1581529676914215 (0.1581529676914215) | > loss_disc_real_1: 0.22907593846321106 (0.22907593846321106) | > loss_disc_real_2: 0.21018275618553162 (0.21018275618553162) | > loss_disc_real_3: 0.2302892655134201 (0.2302892655134201) | > loss_disc_real_4: 0.2661114037036896 (0.2661114037036896) | > loss_disc_real_5: 0.207976832985878 (0.207976832985878) | > loss_0: 2.4879226684570312 (2.4879226684570312) | > loss_gen: 2.130979061126709 (2.130979061126709) | > loss_kl: 2.269779682159424 (2.269779682159424) | > loss_feat: 5.590597152709961 (5.590597152709961) | > loss_mel: 14.847860336303711 (14.847860336303711) | > loss_duration: 3.221470594406128 (3.221470594406128) | > loss_1: 28.060686111450195 (28.060686111450195)  --> STEP: 1 | > loss_disc: 2.320551633834839 (2.320551633834839) | > loss_disc_real_0: 0.11248231679201126 (0.11248231679201126) | > loss_disc_real_1: 0.17766672372817993 (0.17766672372817993) | > loss_disc_real_2: 0.22412629425525665 (0.22412629425525665) | > loss_disc_real_3: 0.18422281742095947 (0.18422281742095947) | > loss_disc_real_4: 0.1995343565940857 (0.1995343565940857) | > loss_disc_real_5: 0.16719110310077667 (0.16719110310077667) | > loss_0: 2.320551633834839 (2.320551633834839) | > loss_gen: 2.21637225151062 (2.21637225151062) | > loss_kl: 3.5060300827026367 (3.5060300827026367) | > loss_feat: 4.983410358428955 (4.983410358428955) | > loss_mel: 15.672228813171387 (15.672228813171387) | > loss_duration: 2.452810287475586 (2.452810287475586) | > loss_1: 28.830852508544922 (28.830852508544922)  --> STEP: 2 | > loss_disc: 2.405731678009033 (2.363141655921936) | > loss_disc_real_0: 0.17838025093078613 (0.1454312838613987) | > loss_disc_real_1: 0.1460275650024414 (0.16184714436531067) | > loss_disc_real_2: 0.1654374748468399 (0.19478188455104828) | > loss_disc_real_3: 0.30658140778541565 (0.24540211260318756) | > loss_disc_real_4: 0.2698562443256378 (0.23469530045986176) | > loss_disc_real_5: 0.33508676290512085 (0.25113893300294876) | > loss_0: 2.405731678009033 (2.363141655921936) | > loss_gen: 2.5957937240600586 (2.4060829877853394) | > loss_kl: 2.254502773284912 (2.8802664279937744) | > loss_feat: 6.7891716957092285 (5.886291027069092) | > loss_mel: 19.177536010742188 (17.424882411956787) | > loss_duration: 2.511823892593384 (2.482317090034485) | > loss_1: 33.32883071899414 (31.07984161376953)  --> STEP: 3 | > loss_disc: 2.222456693649292 (2.316246668497721) | > loss_disc_real_0: 0.14578531682491302 (0.14554929484923682) | > loss_disc_real_1: 0.10431314259767532 (0.14266914377609888) | > loss_disc_real_2: 0.16986234486103058 (0.1864753713210424) | > loss_disc_real_3: 0.21555070579051971 (0.23545164366563162) | > loss_disc_real_4: 0.21911680698394775 (0.22950246930122375) | > loss_disc_real_5: 0.17211268842220306 (0.22479685147603354) | > loss_0: 2.222456693649292 (2.316246668497721) | > loss_gen: 2.3705666065216064 (2.3942441940307617) | > loss_kl: 4.064952373504639 (3.2751617431640625) | > loss_feat: 7.781421184539795 (6.518001079559326) | > loss_mel: 16.920541763305664 (17.256768862406414) | > loss_duration: 2.2936501502990723 (2.4194281101226807) | > loss_1: 33.43113327026367 (31.863605499267578)  --> STEP: 4 | > loss_disc: 2.1269688606262207 (2.268927216529846) | > loss_disc_real_0: 0.15133586525917053 (0.14699593745172024) | > loss_disc_real_1: 0.16150295734405518 (0.14737759716808796) | > loss_disc_real_2: 0.15464206039905548 (0.17851704359054565) | > loss_disc_real_3: 0.204258993268013 (0.22765348106622696) | > loss_disc_real_4: 0.19707651436328888 (0.22139598056674004) | > loss_disc_real_5: 0.2212240993976593 (0.22390366345643997) | > loss_0: 2.1269688606262207 (2.268927216529846) | > loss_gen: 2.400031566619873 (2.3956910371780396) | > loss_kl: 3.5618057250976562 (3.346822738647461) | > loss_feat: 6.87221097946167 (6.606553554534912) | > loss_mel: 17.116981506347656 (17.221822023391724) | > loss_duration: 2.3642845153808594 (2.4056422114372253) | > loss_1: 32.31531524658203 (31.97653293609619)  --> STEP: 5 | > loss_disc: 2.258448839187622 (2.2668315410614013) | > loss_disc_real_0: 0.17957505583763123 (0.15351176112890244) | > loss_disc_real_1: 0.19011731445789337 (0.15592554062604905) | > loss_disc_real_2: 0.2222517877817154 (0.1872639924287796) | > loss_disc_real_3: 0.25708484649658203 (0.23353975415229797) | > loss_disc_real_4: 0.1924700140953064 (0.2156107872724533) | > loss_disc_real_5: 0.1450856626033783 (0.20814006328582763) | > loss_0: 2.258448839187622 (2.2668315410614013) | > loss_gen: 2.263111114501953 (2.3691750526428224) | > loss_kl: 2.273869276046753 (3.1322320461273194) | > loss_feat: 5.333773612976074 (6.351997566223145) | > loss_mel: 18.27613067626953 (17.432683753967286) | > loss_duration: 2.2818613052368164 (2.3808860301971437) | > loss_1: 30.42874526977539 (31.66697540283203)  --> STEP: 6 | > loss_disc: 2.5644149780273438 (2.316428780555725) | > loss_disc_real_0: 0.0944330245256424 (0.14366530502835909) | > loss_disc_real_1: 0.21961908042430878 (0.16654113059242567) | > loss_disc_real_2: 0.17091643810272217 (0.18453940004110336) | > loss_disc_real_3: 0.28518402576446533 (0.24214713275432587) | > loss_disc_real_4: 0.2582817077636719 (0.22272260735432306) | > loss_disc_real_5: 0.283202588558197 (0.22065048416455588) | > loss_0: 2.5644149780273438 (2.316428780555725) | > loss_gen: 2.1471686363220215 (2.332173983256022) | > loss_kl: 3.302138328552246 (3.160549759864807) | > loss_feat: 5.341512203216553 (6.183583339055379) | > loss_mel: 16.791757583618164 (17.325862725575764) | > loss_duration: 2.1618592739105225 (2.34438157081604) | > loss_1: 29.744436264038086 (31.34655221303304)  --> STEP: 7 | > loss_disc: 2.4757070541381836 (2.3391828196389333) | > loss_disc_real_0: 0.1170136108994484 (0.13985792015280044) | > loss_disc_real_1: 0.1386314183473587 (0.1625540288431304) | > loss_disc_real_2: 0.20568640530109406 (0.1875604007925306) | > loss_disc_real_3: 0.25801461935043335 (0.2444139165537698) | > loss_disc_real_4: 0.19548119604587555 (0.218830977167402) | > loss_disc_real_5: 0.27286872267723083 (0.22811023252350943) | > loss_0: 2.4757070541381836 (2.3391828196389333) | > loss_gen: 2.2341392040252686 (2.318169014794486) | > loss_kl: 4.465493202209473 (3.346970251628331) | > loss_feat: 6.273406028747559 (6.196415151868548) | > loss_mel: 18.627426147460938 (17.511800357273646) | > loss_duration: 2.5590996742248535 (2.375055585588728) | > loss_1: 34.15956497192383 (31.748411178588867)  --> STEP: 8 | > loss_disc: 2.371001720428467 (2.343160182237625) | > loss_disc_real_0: 0.15874293446540833 (0.1422185469418764) | > loss_disc_real_1: 0.14415927231311798 (0.16025468427687883) | > loss_disc_real_2: 0.19440224766731262 (0.18841563165187836) | > loss_disc_real_3: 0.2571342885494232 (0.24600396305322647) | > loss_disc_real_4: 0.272352397441864 (0.22552115470170975) | > loss_disc_real_5: 0.266297310590744 (0.23288361728191376) | > loss_0: 2.371001720428467 (2.343160182237625) | > loss_gen: 2.3382184505462646 (2.3206751942634583) | > loss_kl: 2.9384498596191406 (3.295905202627182) | > loss_feat: 7.333285808563232 (6.338523983955383) | > loss_mel: 17.92045783996582 (17.56288254261017) | > loss_duration: 2.287208080291748 (2.3640746474266052) | > loss_1: 32.81761932373047 (31.882062196731567)  --> STEP: 9 | > loss_disc: 2.302422523498535 (2.3386337757110596) | > loss_disc_real_0: 0.18389447033405304 (0.1468492050965627) | > loss_disc_real_1: 0.157852441072464 (0.15998776836527717) | > loss_disc_real_2: 0.23703521490097046 (0.19381780756844413) | > loss_disc_real_3: 0.24259918928146362 (0.24562565485636392) | > loss_disc_real_4: 0.2018243372440338 (0.2228881749841902) | > loss_disc_real_5: 0.2306593358516693 (0.2326364749007755) | > loss_0: 2.302422523498535 (2.3386337757110596) | > loss_gen: 2.4279794692993164 (2.3325978914896646) | > loss_kl: 3.1089110374450684 (3.2751280731625028) | > loss_feat: 8.414456367492676 (6.569183137681749) | > loss_mel: 19.63164520263672 (17.792745060390896) | > loss_duration: 2.164639472961426 (2.341915183597141) | > loss_1: 35.74763107299805 (32.31156984965006)  --> STEP: 10 | > loss_disc: 2.64009428024292 (2.3687798261642454) | > loss_disc_real_0: 0.2622165083885193 (0.15838593542575835) | > loss_disc_real_1: 0.16293737292289734 (0.1602827288210392) | > loss_disc_real_2: 0.262719064950943 (0.20070793330669404) | > loss_disc_real_3: 0.241385817527771 (0.24520167112350463) | > loss_disc_real_4: 0.2769658863544464 (0.22829594612121581) | > loss_disc_real_5: 0.2756912112236023 (0.23694194853305817) | > loss_0: 2.64009428024292 (2.3687798261642454) | > loss_gen: 2.3514211177825928 (2.3344802141189573) | > loss_kl: 3.0409998893737793 (3.2517152547836305) | > loss_feat: 6.055714130401611 (6.517836236953736) | > loss_mel: 17.585407257080078 (17.772011280059814) | > loss_duration: 2.350923538208008 (2.3428160190582275) | > loss_1: 31.38446617126465 (32.21885948181152)  --> STEP: 11 | > loss_disc: 2.466250419616699 (2.377640789205378) | > loss_disc_real_0: 0.15592484176158905 (0.1581621996381066) | > loss_disc_real_1: 0.1563984751701355 (0.15992961485277524) | > loss_disc_real_2: 0.3165256679058075 (0.2112368182702498) | > loss_disc_real_3: 0.18629594147205353 (0.23984660479155454) | > loss_disc_real_4: 0.17641933262348175 (0.22357989034869455) | > loss_disc_real_5: 0.2153468281030655 (0.2349787557666952) | > loss_0: 2.466250419616699 (2.377640789205378) | > loss_gen: 2.215205430984497 (2.3236370520158247) | > loss_kl: 3.383364200592041 (3.2636833407662134) | > loss_feat: 6.062986373901367 (6.4764862494035205) | > loss_mel: 16.938329696655273 (17.696222045204856) | > loss_duration: 2.5064282417297363 (2.35768985748291) | > loss_1: 31.106313705444336 (32.117718956687234)  --> STEP: 12 | > loss_disc: 2.640085458755493 (2.399511178334554) | > loss_disc_real_0: 0.1746329367160797 (0.15953476106127104) | > loss_disc_real_1: 0.15893271565437317 (0.15984653991957506) | > loss_disc_real_2: 0.20497822761535645 (0.2107152690490087) | > loss_disc_real_3: 0.22916969656944275 (0.2389568624397119) | > loss_disc_real_4: 0.24351346492767334 (0.22524102156360945) | > loss_disc_real_5: 0.19017481803894043 (0.2312450942893823) | > loss_0: 2.640085458755493 (2.399511178334554) | > loss_gen: 2.1624081134796143 (2.3102013071378074) | > loss_kl: 3.14652156829834 (3.253919859727224) | > loss_feat: 4.902843475341797 (6.345349351565043) | > loss_mel: 16.97053337097168 (17.635747989018757) | > loss_duration: 2.2613344192504883 (2.3496602376302085) | > loss_1: 29.443641662597656 (31.894879182179768)  --> STEP: 13 | > loss_disc: 2.5986156463623047 (2.414826906644381) | > loss_disc_real_0: 0.11946003884077072 (0.15645209012123254) | > loss_disc_real_1: 0.21496042609214783 (0.16408606962515757) | > loss_disc_real_2: 0.22785308957099915 (0.21203356293531564) | > loss_disc_real_3: 0.22387383878231049 (0.237796629850681) | > loss_disc_real_4: 0.253808856010437 (0.22743854729028848) | > loss_disc_real_5: 0.24536091089248657 (0.23233092633577493) | > loss_0: 2.5986156463623047 (2.414826906644381) | > loss_gen: 2.060140609741211 (2.2909658688765306) | > loss_kl: 3.36999249458313 (3.262848523946909) | > loss_feat: 5.310600280761719 (6.265753269195557) | > loss_mel: 15.676130294799805 (17.48500816638653) | > loss_duration: 2.2680630683898926 (2.3433835323040304) | > loss_1: 28.684926986694336 (31.647959782527042)  --> STEP: 14 | > loss_disc: 2.4291977882385254 (2.4158533981868198) | > loss_disc_real_0: 0.18127501010894775 (0.15822515583464078) | > loss_disc_real_1: 0.10603734850883484 (0.1599397324025631) | > loss_disc_real_2: 0.22057414054870605 (0.21264360419341496) | > loss_disc_real_3: 0.22096525132656097 (0.2365943885275296) | > loss_disc_real_4: 0.20381172001361847 (0.22575091677052633) | > loss_disc_real_5: 0.14878782629966736 (0.22636356204748154) | > loss_0: 2.4291977882385254 (2.4158533981868198) | > loss_gen: 2.098031997680664 (2.277184878076826) | > loss_kl: 4.026296138763428 (3.317380496433803) | > loss_feat: 7.207522869110107 (6.33302252633231) | > loss_mel: 18.751211166381836 (17.575451237814768) | > loss_duration: 2.445734977722168 (2.3506943498338972) | > loss_1: 34.5287971496582 (31.85373388017927)  --> STEP: 15 | > loss_disc: 2.3281071186065674 (2.410003646214803) | > loss_disc_real_0: 0.1517850011587143 (0.157795812189579) | > loss_disc_real_1: 0.1906280815601349 (0.1619856223464012) | > loss_disc_real_2: 0.16016237437725067 (0.209144855539004) | > loss_disc_real_3: 0.22321107983589172 (0.23570216794808704) | > loss_disc_real_4: 0.21758238971233368 (0.22520634829998015) | > loss_disc_real_5: 0.18501710891723633 (0.22360713183879852) | > loss_0: 2.3281071186065674 (2.410003646214803) | > loss_gen: 2.2524330615997314 (2.275534756978353) | > loss_kl: 2.9593145847320557 (3.2935094356536867) | > loss_feat: 6.512563705444336 (6.344991938273112) | > loss_mel: 15.062226295471191 (17.407902908325195) | > loss_duration: 2.366349697113037 (2.3517380396525067) | > loss_1: 29.15288734436035 (31.673677444458008)  --> STEP: 16 | > loss_disc: 2.615342617034912 (2.42283733189106) | > loss_disc_real_0: 0.2602240741252899 (0.16419757856056094) | > loss_disc_real_1: 0.15264829993247986 (0.16140203969553113) | > loss_disc_real_2: 0.2602672576904297 (0.2123400056734681) | > loss_disc_real_3: 0.18023620545864105 (0.23223554529249668) | > loss_disc_real_4: 0.20305903255939484 (0.22382214106619358) | > loss_disc_real_5: 0.23878759145736694 (0.22455591056495905) | > loss_0: 2.615342617034912 (2.42283733189106) | > loss_gen: 2.1428093910217285 (2.267239421606064) | > loss_kl: 3.367112874984741 (3.2981096506118774) | > loss_feat: 5.5216288566589355 (6.293531745672226) | > loss_mel: 13.542472839355469 (17.166313529014587) | > loss_duration: 2.474360942840576 (2.359401971101761) | > loss_1: 27.048383712768555 (31.384596586227417)  --> STEP: 17 | > loss_disc: 2.4138247966766357 (2.4223071827608) | > loss_disc_real_0: 0.16567730903625488 (0.1642846215297194) | > loss_disc_real_1: 0.1569179892539978 (0.16113827202249975) | > loss_disc_real_2: 0.27207040786743164 (0.21585355874370127) | > loss_disc_real_3: 0.19221524894237518 (0.22988141021307776) | > loss_disc_real_4: 0.2909771502017975 (0.2277724357212291) | > loss_disc_real_5: 0.34806427359580994 (0.23182110839030323) | > loss_0: 2.4138247966766357 (2.4223071827608) | > loss_gen: 2.4195640087127686 (2.27619969143587) | > loss_kl: 2.286261558532715 (3.238589174607221) | > loss_feat: 5.541719913482666 (6.24930752024931) | > loss_mel: 17.506874084472656 (17.186346502865064) | > loss_duration: 2.4555323123931885 (2.36505669706008) | > loss_1: 30.209951400756836 (31.3154998106115)  --> STEP: 18 | > loss_disc: 2.3008687496185303 (2.4155606031417847) | > loss_disc_real_0: 0.15754826366901398 (0.1639103794263469) | > loss_disc_real_1: 0.11549755930900574 (0.1586026768717501) | > loss_disc_real_2: 0.1218777745962143 (0.21063268184661865) | > loss_disc_real_3: 0.1173756942152977 (0.22363109265764555) | > loss_disc_real_4: 0.14446012675762177 (0.22314397411213982) | > loss_disc_real_5: 0.18976245820522308 (0.22948451671335432) | > loss_0: 2.3008687496185303 (2.4155606031417847) | > loss_gen: 2.212129831314087 (2.272640254762438) | > loss_kl: 2.7580065727233887 (3.21189014116923) | > loss_feat: 9.34237003326416 (6.421144326527913) | > loss_mel: 17.518598556518555 (17.204804950290256) | > loss_duration: 2.192457675933838 (2.3554678625530667) | > loss_1: 34.023563385009766 (31.46594778696696)  --> STEP: 19 | > loss_disc: 2.5264382362365723 (2.4213962680415104) | > loss_disc_real_0: 0.21944168210029602 (0.16683307956708104) | > loss_disc_real_1: 0.1789272576570511 (0.15967239164992383) | > loss_disc_real_2: 0.2162373811006546 (0.2109276660178837) | > loss_disc_real_3: 0.29139867424964905 (0.2271978074782773) | > loss_disc_real_4: 0.24350029230117798 (0.22421535927998393) | > loss_disc_real_5: 0.22393368184566498 (0.22919236750979172) | > loss_0: 2.5264382362365723 (2.4213962680415104) | > loss_gen: 2.253495693206787 (2.2716326462595084) | > loss_kl: 2.6188769340515137 (3.180678919741982) | > loss_feat: 5.058637619018555 (6.349433447185316) | > loss_mel: 16.509092330932617 (17.168188496639853) | > loss_duration: 2.3312814235687256 (2.3541948920802067) | > loss_1: 28.771385192871094 (31.324128703067178)  --> STEP: 20 | > loss_disc: 2.221925973892212 (2.4114227533340453) | > loss_disc_real_0: 0.08716867864131927 (0.16284985952079295) | > loss_disc_real_1: 0.16637952625751495 (0.16000774838030338) | > loss_disc_real_2: 0.16384798288345337 (0.20857368186116218) | > loss_disc_real_3: 0.2156084030866623 (0.22661833725869657) | > loss_disc_real_4: 0.15160386264324188 (0.22058478444814683) | > loss_disc_real_5: 0.17896032333374023 (0.22668076530098916) | > loss_0: 2.221925973892212 (2.4114227533340453) | > loss_gen: 2.1418495178222656 (2.2651434898376466) | > loss_kl: 2.414865016937256 (3.1423882246017456) | > loss_feat: 8.104120254516602 (6.43716778755188) | > loss_mel: 18.274385452270508 (17.223498344421387) | > loss_duration: 2.278200626373291 (2.350395178794861) | > loss_1: 33.21342086791992 (31.418593311309813)  --> STEP: 21 | > loss_disc: 2.3761863708496094 (2.409744830358596) | > loss_disc_real_0: 0.1407352238893509 (0.16179678163358144) | > loss_disc_real_1: 0.1695873886346817 (0.16046392172574997) | > loss_disc_real_2: 0.19599772989749908 (0.20797482700574965) | > loss_disc_real_3: 0.2016296535730362 (0.2254283999403318) | > loss_disc_real_4: 0.2075778990983963 (0.21996540895530156) | > loss_disc_real_5: 0.2324652522802353 (0.22695621706190564) | > loss_0: 2.3761863708496094 (2.409744830358596) | > loss_gen: 2.319185495376587 (2.2677169186728343) | > loss_kl: 2.441253423690796 (3.1090008531297957) | > loss_feat: 6.555148124694824 (6.442785898844401) | > loss_mel: 17.35396957397461 (17.229711260114396) | > loss_duration: 2.1910862922668457 (2.342809041341146) | > loss_1: 30.86064338684082 (31.392024267287482)  --> STEP: 22 | > loss_disc: 2.2719154357910156 (2.4034798578782515) | > loss_disc_real_0: 0.11905482411384583 (0.15985396538268437) | > loss_disc_real_1: 0.11768221855163574 (0.15851929885419933) | > loss_disc_real_2: 0.15835092961788177 (0.20571919530630112) | > loss_disc_real_3: 0.1784791350364685 (0.22329434244470162) | > loss_disc_real_4: 0.2217610776424408 (0.22004703025926242) | > loss_disc_real_5: 0.23481306433677673 (0.2273133464834907) | > loss_0: 2.2719154357910156 (2.4034798578782515) | > loss_gen: 2.3343868255615234 (2.2707473689859565) | > loss_kl: 2.7138402462005615 (3.091039007360285) | > loss_feat: 8.09610366821289 (6.517936706542969) | > loss_mel: 18.35641860961914 (17.28092523054643) | > loss_duration: 2.185999870300293 (2.33568135174838) | > loss_1: 33.68674850463867 (31.49632991443981)  --> STEP: 23 | > loss_disc: 2.4121575355529785 (2.403857148211935) | > loss_disc_real_0: 0.1572900265455246 (0.15974248978106872) | > loss_disc_real_1: 0.1950758844614029 (0.16010871561972992) | > loss_disc_real_2: 0.22249330580234528 (0.20644850445830304) | > loss_disc_real_3: 0.24550339579582214 (0.22425995345996774) | > loss_disc_real_4: 0.24581898748874664 (0.22116755013880524) | > loss_disc_real_5: 0.2915954291820526 (0.23010821964429773) | > loss_0: 2.4121575355529785 (2.403857148211935) | > loss_gen: 2.4847304821014404 (2.280050982599673) | > loss_kl: 2.918518543243408 (3.0835381176160728) | > loss_feat: 6.739819049835205 (6.5275837649469794) | > loss_mel: 18.3698787689209 (17.32827103656271) | > loss_duration: 2.2847750186920166 (2.3334680329198423) | > loss_1: 32.79772186279297 (31.55291217306386)  --> STEP: 24 | > loss_disc: 2.4837653636932373 (2.4071866571903224) | > loss_disc_real_0: 0.15399491786956787 (0.15950300761808953) | > loss_disc_real_1: 0.18610882759094238 (0.16119205361853042) | > loss_disc_real_2: 0.25197747349739075 (0.2083455448349317) | > loss_disc_real_3: 0.2311815619468689 (0.22454835381358862) | > loss_disc_real_4: 0.20057879388332367 (0.22030968529482683) | > loss_disc_real_5: 0.24558402597904205 (0.2307530449082454) | > loss_0: 2.4837653636932373 (2.4071866571903224) | > loss_gen: 2.208768606185913 (2.2770808835824328) | > loss_kl: 2.381253480911255 (3.054276257753372) | > loss_feat: 6.019433498382568 (6.506410837173462) | > loss_mel: 17.035926818847656 (17.316090027491253) | > loss_duration: 2.4097580909729004 (2.33664678533872) | > loss_1: 30.05514144897461 (31.49050505956014)  --> STEP: 25 | > loss_disc: 2.4686050415039062 (2.4096433925628657) | > loss_disc_real_0: 0.1735641360282898 (0.16006545275449752) | > loss_disc_real_1: 0.2686004638671875 (0.1654883900284767) | > loss_disc_real_2: 0.29388517141342163 (0.21176712989807128) | > loss_disc_real_3: 0.23217032849788666 (0.22485323280096053) | > loss_disc_real_4: 0.21113242208957672 (0.21994259476661682) | > loss_disc_real_5: 0.18438640236854553 (0.2288983792066574) | > loss_0: 2.4686050415039062 (2.4096433925628657) | > loss_gen: 2.4518892765045166 (2.2840732192993163) | > loss_kl: 3.2381205558776855 (3.0616300296783447) | > loss_feat: 6.879307746887207 (6.521326713562011) | > loss_mel: 16.401975631713867 (17.279525451660156) | > loss_duration: 2.407818078994751 (2.339493637084961) | > loss_1: 31.37911033630371 (31.486049270629884)  --> STEP: 26 | > loss_disc: 2.9118409156799316 (2.428958681913522) | > loss_disc_real_0: 0.11975561827421188 (0.15851507450525576) | > loss_disc_real_1: 0.16310378909111023 (0.16539667460780877) | > loss_disc_real_2: 0.19819548726081848 (0.21124514364279234) | > loss_disc_real_3: 0.18587630987167358 (0.22335412038060334) | > loss_disc_real_4: 0.15137521922588348 (0.21730538801505014) | > loss_disc_real_5: 0.14600124955177307 (0.22571002806608492) | > loss_0: 2.9118409156799316 (2.428958681913522) | > loss_gen: 1.3389924764633179 (2.2477239599594703) | > loss_kl: 2.576908826828003 (3.042986906491793) | > loss_feat: 10.17182445526123 (6.661730472858135) | > loss_mel: 12.444348335266113 (17.093557101029617) | > loss_duration: 2.286994218826294 (2.337474428690397) | > loss_1: 28.819068908691406 (31.383473102863018) --> EVAL PERFORMANCE | > avg_loader_time: 0.002539607194753794 (+8.329061361459639e-05) | > avg_loss_disc: 2.428958681913522 (-0.08955333783076425) | > avg_loss_disc_real_0: 0.15851507450525576 (-0.044005162154252736) | > avg_loss_disc_real_1: 0.16539667460780877 (-0.007398190979774177) | > avg_loss_disc_real_2: 0.21124514364279234 (-0.05500985796634966) | > avg_loss_disc_real_3: 0.22335412038060334 (-0.030402330538401273) | > avg_loss_disc_real_4: 0.21730538801505014 (-0.06561295745464471) | > avg_loss_disc_real_5: 0.22571002806608492 (-0.019649634567590862) | > avg_loss_0: 2.428958681913522 (-0.08955333783076425) | > avg_loss_gen: 2.2477239599594703 (-0.29699065593572893) | > avg_loss_kl: 3.042986906491793 (+0.039484665944026) | > avg_loss_feat: 6.661730472858135 (+0.02818550513340856) | > avg_loss_mel: 17.093557101029617 (-0.19783915006197716) | > avg_loss_duration: 2.337474428690397 (-0.012855263856740962) | > avg_loss_1: 31.383473102863018 (-0.4400145457341118)  > EPOCH: 786/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:00:07)   --> TIME: 2024-06-12 02:00:16 -- STEP: 19/330 -- GLOBAL_STEP: 347400 | > loss_disc: 2.4770591259002686 (2.317669241051925) | > loss_disc_real_0: 0.12927943468093872 (0.10606752885015387) | > loss_disc_real_1: 0.2090844362974167 (0.19736521495016) | > loss_disc_real_2: 0.20752982795238495 (0.20772547941458852) | > loss_disc_real_3: 0.23756638169288635 (0.22790958144162832) | > loss_disc_real_4: 0.24737806618213654 (0.2313193678855896) | > loss_disc_real_5: 0.23328343033790588 (0.22151353327851547) | > loss_0: 2.4770591259002686 (2.317669241051925) | > grad_norm_0: tensor(4.7939, device='cuda:0') (tensor(6.9866, device='cuda:0')) | > loss_gen: 2.46146559715271 (2.5322792028125964) | > loss_kl: 1.5534989833831787 (1.8827897749449078) | > loss_feat: 7.2127885818481445 (6.972838451987819) | > loss_mel: 16.924283981323242 (17.53619876660799) | > loss_duration: 1.9970619678497314 (2.054559092772634) | > loss_1: 30.149099349975586 (30.97866580360814) | > grad_norm_1: tensor(48.5169, device='cuda:0') (tensor(93.3112, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.369 (0.36722273575632197) | > loader_time: 0.003 (0.003335237503051758)  --> TIME: 2024-06-12 02:00:25 -- STEP: 44/330 -- GLOBAL_STEP: 347425 | > loss_disc: 2.3977274894714355 (2.344710994850506) | > loss_disc_real_0: 0.11336378753185272 (0.1047534104436636) | > loss_disc_real_1: 0.23827534914016724 (0.1968299726193602) | > loss_disc_real_2: 0.22558128833770752 (0.20990276912396605) | > loss_disc_real_3: 0.2699667513370514 (0.2293243956836787) | > loss_disc_real_4: 0.257423460483551 (0.23373241383921017) | > loss_disc_real_5: 0.23670822381973267 (0.2238538380373608) | > loss_0: 2.3977274894714355 (2.344710994850506) | > grad_norm_0: tensor(7.8477, device='cuda:0') (tensor(10.0313, device='cuda:0')) | > loss_gen: 2.564207077026367 (2.5227966416965835) | > loss_kl: 1.833686113357544 (1.9499260241335088) | > loss_feat: 6.745549201965332 (7.059271173043684) | > loss_mel: 17.126754760742188 (17.441987557844676) | > loss_duration: 1.9095343351364136 (2.0059106864712457) | > loss_1: 30.179731369018555 (30.97989251396873) | > grad_norm_1: tensor(143.3770, device='cuda:0') (tensor(132.0095, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.3621 (0.3682114265181802) | > loader_time: 0.0036 (0.003504260019822554)  --> TIME: 2024-06-12 02:00:35 -- STEP: 69/330 -- GLOBAL_STEP: 347450 | > loss_disc: 2.350041627883911 (2.342187774354133) | > loss_disc_real_0: 0.0913957729935646 (0.1051060275539108) | > loss_disc_real_1: 0.169723778963089 (0.19557744696520382) | > loss_disc_real_2: 0.20423707365989685 (0.20978037905001987) | > loss_disc_real_3: 0.220431387424469 (0.22915563851163007) | > loss_disc_real_4: 0.23177675902843475 (0.2325023324161336) | > loss_disc_real_5: 0.2423267811536789 (0.22416742210802826) | > loss_0: 2.350041627883911 (2.342187774354133) | > grad_norm_0: tensor(9.6397, device='cuda:0') (tensor(10.2764, device='cuda:0')) | > loss_gen: 2.4935860633850098 (2.507848407911218) | > loss_kl: 2.0257303714752197 (1.9524524332820505) | > loss_feat: 7.075878143310547 (7.050962524137635) | > loss_mel: 16.84375762939453 (17.469999423925426) | > loss_duration: 1.916871190071106 (1.9927778451339058) | > loss_1: 30.355823516845703 (30.974040957464688) | > grad_norm_1: tensor(56.4060, device='cuda:0') (tensor(131.6847, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.3797 (0.3699888180995333) | > loader_time: 0.0044 (0.0036039870718251104)  --> TIME: 2024-06-12 02:00:44 -- STEP: 94/330 -- GLOBAL_STEP: 347475 | > loss_disc: 2.4419941902160645 (2.3457075332073454) | > loss_disc_real_0: 0.15398795902729034 (0.10657165302558148) | > loss_disc_real_1: 0.2055337280035019 (0.19628705908643443) | > loss_disc_real_2: 0.1943625509738922 (0.20947436956649132) | > loss_disc_real_3: 0.21942584216594696 (0.23022680444286225) | > loss_disc_real_4: 0.24534942209720612 (0.23271969911899973) | > loss_disc_real_5: 0.22786587476730347 (0.22401742193293064) | > loss_0: 2.4419941902160645 (2.3457075332073454) | > grad_norm_0: tensor(10.0458, device='cuda:0') (tensor(9.6465, device='cuda:0')) | > loss_gen: 2.3226206302642822 (2.4993376884054617) | > loss_kl: 2.2314419746398926 (1.9658005326352221) | > loss_feat: 7.166701793670654 (7.016440381395056) | > loss_mel: 17.703981399536133 (17.385547637939453) | > loss_duration: 1.9918711185455322 (1.9895104410800528) | > loss_1: 31.416616439819336 (30.856636919873825) | > grad_norm_1: tensor(73.8951, device='cuda:0') (tensor(117.4990, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.3625 (0.3705441545932851) | > loader_time: 0.0035 (0.003663382631667117)  --> TIME: 2024-06-12 02:00:54 -- STEP: 119/330 -- GLOBAL_STEP: 347500 | > loss_disc: 2.4247307777404785 (2.3541873843730006) | > loss_disc_real_0: 0.07596096396446228 (0.10829065508451782) | > loss_disc_real_1: 0.23153822124004364 (0.1967225382808878) | > loss_disc_real_2: 0.25483769178390503 (0.2100432046822139) | > loss_disc_real_3: 0.20319345593452454 (0.22988608016186401) | > loss_disc_real_4: 0.2141072303056717 (0.23261968829050786) | > loss_disc_real_5: 0.21268410980701447 (0.22407611904024077) | > loss_0: 2.4247307777404785 (2.3541873843730006) | > grad_norm_0: tensor(13.4181, device='cuda:0') (tensor(9.8105, device='cuda:0')) | > loss_gen: 2.4943857192993164 (2.4900716773602123) | > loss_kl: 2.127067804336548 (1.97762605522861) | > loss_feat: 6.63106632232666 (7.006394762952788) | > loss_mel: 17.84625244140625 (17.361730767899196) | > loss_duration: 1.9797407388687134 (1.9918560741328393) | > loss_1: 31.078510284423828 (30.82767948182691) | > grad_norm_1: tensor(115.0588, device='cuda:0') (tensor(116.3887, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.3888 (0.3744554299266398) | > loader_time: 0.0041 (0.00376154194359018) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_347500.pth  --> TIME: 2024-06-12 02:01:08 -- STEP: 144/330 -- GLOBAL_STEP: 347525 | > loss_disc: 2.3554697036743164 (2.360326723919975) | > loss_disc_real_0: 0.10832594335079193 (0.11053576858507261) | > loss_disc_real_1: 0.19638650119304657 (0.19686317381759488) | > loss_disc_real_2: 0.17547833919525146 (0.21032240158981746) | > loss_disc_real_3: 0.2164119929075241 (0.23041718018551668) | > loss_disc_real_4: 0.22244895994663239 (0.23329405124402708) | > loss_disc_real_5: 0.20590095221996307 (0.22423887563248476) | > loss_0: 2.3554697036743164 (2.360326723919975) | > grad_norm_0: tensor(10.0180, device='cuda:0') (tensor(9.8120, device='cuda:0')) | > loss_gen: 2.400580406188965 (2.4797560158703047) | > loss_kl: 1.993404746055603 (1.9887489245997534) | > loss_feat: 7.028593063354492 (6.964354094531801) | > loss_mel: 16.94523048400879 (17.345923887358772) | > loss_duration: 1.9998400211334229 (1.9969412022166781) | > loss_1: 30.36764907836914 (30.77572418583764) | > grad_norm_1: tensor(174.2112, device='cuda:0') (tensor(116.8741, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.3817 (0.3755715423160129) | > loader_time: 0.0041 (0.003867912623617384)  --> TIME: 2024-06-12 02:01:18 -- STEP: 169/330 -- GLOBAL_STEP: 347550 | > loss_disc: 2.372156858444214 (2.3610738847382677) | > loss_disc_real_0: 0.10533501952886581 (0.11149392576789009) | > loss_disc_real_1: 0.18763963878154755 (0.19703377739212216) | > loss_disc_real_2: 0.23791824281215668 (0.21074707911917445) | > loss_disc_real_3: 0.23496292531490326 (0.22997753551373115) | > loss_disc_real_4: 0.21759234368801117 (0.23257632923902138) | > loss_disc_real_5: 0.23038284480571747 (0.22410789405453135) | > loss_0: 2.372156858444214 (2.3610738847382677) | > grad_norm_0: tensor(7.2397, device='cuda:0') (tensor(10.0284, device='cuda:0')) | > loss_gen: 2.441615104675293 (2.478729592272514) | > loss_kl: 1.9938509464263916 (2.0019828052915765) | > loss_feat: 7.13773250579834 (6.965446875645564) | > loss_mel: 17.159099578857422 (17.32775714129387) | > loss_duration: 2.0407626628875732 (2.002005285765293) | > loss_1: 30.773061752319336 (30.775921793379023) | > grad_norm_1: tensor(108.0628, device='cuda:0') (tensor(121.0405, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.3911 (0.3770957261147582) | > loader_time: 0.0044 (0.003984884397518001)  --> TIME: 2024-06-12 02:01:28 -- STEP: 194/330 -- GLOBAL_STEP: 347575 | > loss_disc: 2.260740280151367 (2.35950325076113) | > loss_disc_real_0: 0.10973682999610901 (0.11283876612475238) | > loss_disc_real_1: 0.14911478757858276 (0.19633313061035784) | > loss_disc_real_2: 0.2008018046617508 (0.21079664577528373) | > loss_disc_real_3: 0.23292283713817596 (0.22957663153557434) | > loss_disc_real_4: 0.23328720033168793 (0.23228681863276) | > loss_disc_real_5: 0.22191594541072845 (0.2237611877703175) | > loss_0: 2.260740280151367 (2.35950325076113) | > grad_norm_0: tensor(21.1566, device='cuda:0') (tensor(11.0600, device='cuda:0')) | > loss_gen: 2.5337491035461426 (2.4791394287777906) | > loss_kl: 2.0597569942474365 (2.0093980099737037) | > loss_feat: 7.288669586181641 (6.967979337751251) | > loss_mel: 17.497926712036133 (17.28403196629791) | > loss_duration: 2.0323054790496826 (2.0100039194539643) | > loss_1: 31.41240692138672 (30.750552708340674) | > grad_norm_1: tensor(249.0562, device='cuda:0') (tensor(135.5313, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.4056 (0.3798612982956403) | > loader_time: 0.0047 (0.004107695264914601)  --> TIME: 2024-06-12 02:01:39 -- STEP: 219/330 -- GLOBAL_STEP: 347600 | > loss_disc: 2.2760274410247803 (2.3636317743013953) | > loss_disc_real_0: 0.11136674135923386 (0.11464210480587668) | > loss_disc_real_1: 0.1747211515903473 (0.19707939423382553) | > loss_disc_real_2: 0.2190926969051361 (0.21110905740903393) | > loss_disc_real_3: 0.24734850227832794 (0.22993729246533626) | > loss_disc_real_4: 0.23790651559829712 (0.23254759684545265) | > loss_disc_real_5: 0.22869805991649628 (0.22384201269171553) | > loss_0: 2.2760274410247803 (2.3636317743013953) | > grad_norm_0: tensor(36.6229, device='cuda:0') (tensor(13.5562, device='cuda:0')) | > loss_gen: 2.5628364086151123 (2.482661537928123) | > loss_kl: 2.0973944664001465 (2.014569278721396) | > loss_feat: 6.714447021484375 (6.975970755973363) | > loss_mel: 16.208486557006836 (17.256242987227765) | > loss_duration: 2.1008801460266113 (2.0177023563210805) | > loss_1: 29.684043884277344 (30.747146954819492) | > grad_norm_1: tensor(361.4901, device='cuda:0') (tensor(164.5461, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.4163 (0.3820942983235397) | > loader_time: 0.0048 (0.0042052671789578645)  --> TIME: 2024-06-12 02:01:49 -- STEP: 244/330 -- GLOBAL_STEP: 347625 | > loss_disc: 2.430400848388672 (2.3627270880292643) | > loss_disc_real_0: 0.11511924862861633 (0.11537322856974407) | > loss_disc_real_1: 0.2004590928554535 (0.19708475348402243) | > loss_disc_real_2: 0.23357515037059784 (0.21108708713875443) | > loss_disc_real_3: 0.23693713545799255 (0.22965450725350223) | > loss_disc_real_4: 0.22720366716384888 (0.23290841458517997) | > loss_disc_real_5: 0.19946180284023285 (0.22301601581886166) | > loss_0: 2.430400848388672 (2.3627270880292643) | > grad_norm_0: tensor(35.7209, device='cuda:0') (tensor(15.4443, device='cuda:0')) | > loss_gen: 2.255342483520508 (2.490843762139804) | > loss_kl: 2.045898914337158 (2.01643914033155) | > loss_feat: 6.879753112792969 (6.982286246096502) | > loss_mel: 16.06679344177246 (17.21144069609094) | > loss_duration: 2.0528512001037598 (2.026712131304817) | > loss_1: 29.30063819885254 (30.72772198817769) | > grad_norm_1: tensor(384.8665, device='cuda:0') (tensor(188.3183, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.418 (0.38521142377228024) | > loader_time: 0.0065 (0.004339563064887874)  --> TIME: 2024-06-12 02:02:00 -- STEP: 269/330 -- GLOBAL_STEP: 347650 | > loss_disc: 2.366772413253784 (2.3615435056083682) | > loss_disc_real_0: 0.13291320204734802 (0.11601584692759141) | > loss_disc_real_1: 0.1750221997499466 (0.19721989195142983) | > loss_disc_real_2: 0.21842661499977112 (0.2107179632971278) | > loss_disc_real_3: 0.21952533721923828 (0.22944763419131808) | > loss_disc_real_4: 0.23522432148456573 (0.23225843225048376) | > loss_disc_real_5: 0.21707673370838165 (0.2222441000012217) | > loss_0: 2.366772413253784 (2.3615435056083682) | > grad_norm_0: tensor(41.9131, device='cuda:0') (tensor(17.4756, device='cuda:0')) | > loss_gen: 2.4230027198791504 (2.4936056332074124) | > loss_kl: 2.2298948764801025 (2.023059150986512) | > loss_feat: 6.3808183670043945 (6.996758212830497) | > loss_mel: 16.42173194885254 (17.181731082249744) | > loss_duration: 2.1427242755889893 (2.034858936713972) | > loss_1: 29.59817123413086 (30.730013021306036) | > grad_norm_1: tensor(373.0777, device='cuda:0') (tensor(216.4396, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.4284 (0.3892653085928423) | > loader_time: 0.0058 (0.004475885164338858)  --> TIME: 2024-06-12 02:02:12 -- STEP: 294/330 -- GLOBAL_STEP: 347675 | > loss_disc: 2.3518946170806885 (2.363827574009796) | > loss_disc_real_0: 0.14187562465667725 (0.11719175595410015) | > loss_disc_real_1: 0.17055676877498627 (0.1973765796037758) | > loss_disc_real_2: 0.21972425282001495 (0.2110623899771243) | > loss_disc_real_3: 0.21166491508483887 (0.2294176720133444) | > loss_disc_real_4: 0.2241721898317337 (0.23244110322525713) | > loss_disc_real_5: 0.2307635247707367 (0.2225171790337887) | > loss_0: 2.3518946170806885 (2.363827574009796) | > grad_norm_0: tensor(39.3278, device='cuda:0') (tensor(19.0982, device='cuda:0')) | > loss_gen: 2.38187837600708 (2.49103883821137) | > loss_kl: 2.016070604324341 (2.02800156064585) | > loss_feat: 7.372420787811279 (6.993397218029515) | > loss_mel: 16.886343002319336 (17.11990780084311) | > loss_duration: 2.171999931335449 (2.044856026059104) | > loss_1: 30.828712463378906 (30.67720145919696) | > grad_norm_1: tensor(545.1185, device='cuda:0') (tensor(236.9406, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.4547 (0.39452023165566574) | > loader_time: 0.0066 (0.0046401015755270615)  --> TIME: 2024-06-12 02:02:25 -- STEP: 319/330 -- GLOBAL_STEP: 347700 | > loss_disc: 2.586515188217163 (2.3681105326709306) | > loss_disc_real_0: 0.15785497426986694 (0.11859086471198121) | > loss_disc_real_1: 0.22954118251800537 (0.19768029572821702) | > loss_disc_real_2: 0.2162947654724121 (0.21100955033750748) | > loss_disc_real_3: 0.24557965993881226 (0.2295549858513297) | > loss_disc_real_4: 0.2862587869167328 (0.2327390491588736) | > loss_disc_real_5: 0.29206934571266174 (0.2231140999024191) | > loss_0: 2.586515188217163 (2.3681105326709306) | > grad_norm_0: tensor(36.8555, device='cuda:0') (tensor(20.1365, device='cuda:0')) | > loss_gen: 2.3269007205963135 (2.485590243414277) | > loss_kl: 2.031209945678711 (2.032916743927241) | > loss_feat: 6.654970169067383 (6.990856880678279) | > loss_mel: 15.832659721374512 (17.0415758593329) | > loss_duration: 2.2510931491851807 (2.0588255272389944) | > loss_1: 29.096834182739258 (30.60976526505521) | > grad_norm_1: tensor(335.2045, device='cuda:0') (tensor(248.4156, device='cuda:0')) | > current_lr_0: 0.00018128334068246712 | > current_lr_1: 0.00018128334068246712 | > step_time: 0.5619 (0.40325146932213274) | > loader_time: 0.0088 (0.004842347112195245)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.664586067199707 (2.664586067199707) | > loss_disc_real_0: 0.21608605980873108 (0.21608605980873108) | > loss_disc_real_1: 0.15020737051963806 (0.15020737051963806) | > loss_disc_real_2: 0.20988132059574127 (0.20988132059574127) | > loss_disc_real_3: 0.30605971813201904 (0.30605971813201904) | > loss_disc_real_4: 0.3105871379375458 (0.3105871379375458) | > loss_disc_real_5: 0.2923514246940613 (0.2923514246940613) | > loss_0: 2.664586067199707 (2.664586067199707) | > loss_gen: 2.249840021133423 (2.249840021133423) | > loss_kl: 3.4318480491638184 (3.4318480491638184) | > loss_feat: 4.14006233215332 (4.14006233215332) | > loss_mel: 15.373270034790039 (15.373270034790039) | > loss_duration: 3.0142743587493896 (3.0142743587493896) | > loss_1: 28.20929527282715 (28.20929527282715)  --> STEP: 1 | > loss_disc: 2.138599395751953 (2.138599395751953) | > loss_disc_real_0: 0.10778459161520004 (0.10778459161520004) | > loss_disc_real_1: 0.1440962702035904 (0.1440962702035904) | > loss_disc_real_2: 0.13577204942703247 (0.13577204942703247) | > loss_disc_real_3: 0.19676490128040314 (0.19676490128040314) | > loss_disc_real_4: 0.2249428927898407 (0.2249428927898407) | > loss_disc_real_5: 0.1765696406364441 (0.1765696406364441) | > loss_0: 2.138599395751953 (2.138599395751953) | > loss_gen: 2.3400330543518066 (2.3400330543518066) | > loss_kl: 3.6939220428466797 (3.6939220428466797) | > loss_feat: 7.837576866149902 (7.837576866149902) | > loss_mel: 18.444414138793945 (18.444414138793945) | > loss_duration: 2.4813642501831055 (2.4813642501831055) | > loss_1: 34.79731369018555 (34.79731369018555)  --> STEP: 2 | > loss_disc: 2.202711820602417 (2.170655608177185) | > loss_disc_real_0: 0.07799790054559708 (0.09289124608039856) | > loss_disc_real_1: 0.20826593041419983 (0.1761811003088951) | > loss_disc_real_2: 0.2076500803232193 (0.17171106487512589) | > loss_disc_real_3: 0.24324224889278412 (0.22000357508659363) | > loss_disc_real_4: 0.22643519937992096 (0.22568904608488083) | > loss_disc_real_5: 0.19176742434501648 (0.18416853249073029) | > loss_0: 2.202711820602417 (2.170655608177185) | > loss_gen: 2.395369052886963 (2.3677010536193848) | > loss_kl: 2.6261355876922607 (3.16002881526947) | > loss_feat: 6.070539951324463 (6.954058408737183) | > loss_mel: 17.617042541503906 (18.030728340148926) | > loss_duration: 2.4547817707061768 (2.468073010444641) | > loss_1: 31.163867950439453 (32.9805908203125)  --> STEP: 3 | > loss_disc: 2.3530325889587402 (2.23144793510437) | > loss_disc_real_0: 0.11475417762994766 (0.10017888993024826) | > loss_disc_real_1: 0.18500980734825134 (0.1791240026553472) | > loss_disc_real_2: 0.2084776610136032 (0.183966596921285) | > loss_disc_real_3: 0.19805821776390076 (0.21268845597902933) | > loss_disc_real_4: 0.19251640141010284 (0.21463149785995483) | > loss_disc_real_5: 0.16252243518829346 (0.17695316672325134) | > loss_0: 2.3530325889587402 (2.23144793510437) | > loss_gen: 2.1073129177093506 (2.28090500831604) | > loss_kl: 3.1226441860198975 (3.1475672721862793) | > loss_feat: 6.329960823059082 (6.7460258801778155) | > loss_mel: 16.619340896606445 (17.560265858968098) | > loss_duration: 2.365553379058838 (2.4338997999827066) | > loss_1: 30.544811248779297 (32.1686642964681)  --> STEP: 4 | > loss_disc: 2.286818027496338 (2.245290458202362) | > loss_disc_real_0: 0.10228593647480011 (0.10070565156638622) | > loss_disc_real_1: 0.1931101679801941 (0.18262054398655891) | > loss_disc_real_2: 0.23057815432548523 (0.19561948627233505) | > loss_disc_real_3: 0.22941681742668152 (0.21687054634094238) | > loss_disc_real_4: 0.1983102411031723 (0.2105511836707592) | > loss_disc_real_5: 0.1924673467874527 (0.18083171173930168) | > loss_0: 2.286818027496338 (2.245290458202362) | > loss_gen: 2.4142799377441406 (2.314248740673065) | > loss_kl: 3.2593271732330322 (3.1755072474479675) | > loss_feat: 7.061175346374512 (6.82481324672699) | > loss_mel: 17.647829055786133 (17.582156658172607) | > loss_duration: 2.3927292823791504 (2.4236071705818176) | > loss_1: 32.77534103393555 (32.32033348083496)  --> STEP: 5 | > loss_disc: 2.26082706451416 (2.248397779464722) | > loss_disc_real_0: 0.14272955060005188 (0.10911043137311935) | > loss_disc_real_1: 0.19025705754756927 (0.184147846698761) | > loss_disc_real_2: 0.2224850058555603 (0.2009925901889801) | > loss_disc_real_3: 0.24136625230312347 (0.2217696875333786) | > loss_disc_real_4: 0.20840729773044586 (0.21012240648269653) | > loss_disc_real_5: 0.15628696978092194 (0.17592276334762574) | > loss_0: 2.26082706451416 (2.248397779464722) | > loss_gen: 2.376004219055176 (2.3265998363494873) | > loss_kl: 2.4729411602020264 (3.034994029998779) | > loss_feat: 6.119598388671875 (6.683770275115966) | > loss_mel: 18.24992561340332 (17.71571044921875) | > loss_duration: 2.4183311462402344 (2.422551965713501) | > loss_1: 31.636798858642578 (32.18362655639648)  --> STEP: 6 | > loss_disc: 2.456580638885498 (2.2830949227015176) | > loss_disc_real_0: 0.08888959884643555 (0.10574029261867206) | > loss_disc_real_1: 0.19715291261672974 (0.1863153576850891) | > loss_disc_real_2: 0.2672819197177887 (0.21204081177711487) | > loss_disc_real_3: 0.2981985807418823 (0.23450783640146255) | > loss_disc_real_4: 0.2307252138853073 (0.213556207716465) | > loss_disc_real_5: 0.2420337200164795 (0.18694125612576803) | > loss_0: 2.456580638885498 (2.2830949227015176) | > loss_gen: 2.2757694721221924 (2.3181281089782715) | > loss_kl: 2.436539888381958 (2.9352516730626426) | > loss_feat: 5.416616916656494 (6.472578048706055) | > loss_mel: 16.45746421813965 (17.5060027440389) | > loss_duration: 2.1931886672973633 (2.3843247493108115) | > loss_1: 28.779579162597656 (31.61628532409668)  --> STEP: 7 | > loss_disc: 2.1886637210845947 (2.2696047510419572) | > loss_disc_real_0: 0.1028454378247261 (0.10532674193382263) | > loss_disc_real_1: 0.22019630670547485 (0.19115549325942993) | > loss_disc_real_2: 0.20770548284053802 (0.2114214790718896) | > loss_disc_real_3: 0.1830388456583023 (0.22715512343815394) | > loss_disc_real_4: 0.1274780035018921 (0.20125932140009745) | > loss_disc_real_5: 0.11013948917388916 (0.17596957513264247) | > loss_0: 2.1886637210845947 (2.2696047510419572) | > loss_gen: 2.3447470664978027 (2.3219308171953474) | > loss_kl: 4.141445636749268 (3.107565096446446) | > loss_feat: 8.55717945098877 (6.770378249032157) | > loss_mel: 18.521129608154297 (17.651020867483957) | > loss_duration: 2.4991466999053955 (2.4007278851100375) | > loss_1: 36.06364822387695 (32.25162288120815)  --> STEP: 8 | > loss_disc: 2.2592854499816895 (2.268314838409424) | > loss_disc_real_0: 0.15433646738529205 (0.11145295761525631) | > loss_disc_real_1: 0.10672400146722794 (0.18060155678540468) | > loss_disc_real_2: 0.16701290011405945 (0.20587040670216084) | > loss_disc_real_3: 0.19582247734069824 (0.22323854267597198) | > loss_disc_real_4: 0.23547673225402832 (0.2055364977568388) | > loss_disc_real_5: 0.2644042670726776 (0.18702391162514687) | > loss_0: 2.2592854499816895 (2.268314838409424) | > loss_gen: 2.392472267150879 (2.330748498439789) | > loss_kl: 3.748082160949707 (3.1876297295093536) | > loss_feat: 9.569347381591797 (7.120249390602112) | > loss_mel: 18.127090454101562 (17.710529565811157) | > loss_duration: 2.2499947547912598 (2.3818862438201904) | > loss_1: 36.08698654174805 (32.731043338775635)  --> STEP: 9 | > loss_disc: 2.5892200469970703 (2.30397097269694) | > loss_disc_real_0: 0.10543185472488403 (0.11078394618299273) | > loss_disc_real_1: 0.16847607493400574 (0.17925428102413812) | > loss_disc_real_2: 0.20730368793010712 (0.20602966017193264) | > loss_disc_real_3: 0.2739276885986328 (0.22887067000071207) | > loss_disc_real_4: 0.21300998330116272 (0.20636688503954145) | > loss_disc_real_5: 0.23542314767837524 (0.19240160451995003) | > loss_0: 2.5892200469970703 (2.30397097269694) | > loss_gen: 1.9524147510528564 (2.2887114153967962) | > loss_kl: 2.369615077972412 (3.0967392126719155) | > loss_feat: 8.934986114501953 (7.321886804368761) | > loss_mel: 19.23786735534668 (17.880233764648438) | > loss_duration: 2.1373987197875977 (2.3547209633721247) | > loss_1: 34.63228225708008 (32.94229210747613)  --> STEP: 10 | > loss_disc: 2.663188934326172 (2.339892768859863) | > loss_disc_real_0: 0.11862173676490784 (0.11156772524118423) | > loss_disc_real_1: 0.2156781405210495 (0.18289666697382928) | > loss_disc_real_2: 0.204501211643219 (0.20587681531906127) | > loss_disc_real_3: 0.24395067989826202 (0.23037867099046708) | > loss_disc_real_4: 0.24265103042125702 (0.209995299577713) | > loss_disc_real_5: 0.24679890275001526 (0.19784133434295653) | > loss_0: 2.663188934326172 (2.339892768859863) | > loss_gen: 1.938638687133789 (2.253704142570496) | > loss_kl: 2.9716038703918457 (3.0842256784439086) | > loss_feat: 5.244723320007324 (7.1141704559326175) | > loss_mel: 15.853584289550781 (17.67756881713867) | > loss_duration: 2.3390145301818848 (2.3531503200531008) | > loss_1: 28.347564697265625 (32.482819366455075)  --> STEP: 11 | > loss_disc: 2.4914369583129883 (2.353669513355602) | > loss_disc_real_0: 0.09678710997104645 (0.11022403294389899) | > loss_disc_real_1: 0.1744014173746109 (0.1821243715557185) | > loss_disc_real_2: 0.20489367842674255 (0.2057874392379414) | > loss_disc_real_3: 0.254886269569397 (0.23260663449764252) | > loss_disc_real_4: 0.2581631541252136 (0.2143741954456676) | > loss_disc_real_5: 0.23753422498703003 (0.20144977894696323) | > loss_0: 2.4914369583129883 (2.353669513355602) | > loss_gen: 2.0683188438415527 (2.236850933595137) | > loss_kl: 3.9618587493896484 (3.1640105030753394) | > loss_feat: 4.731420516967773 (6.897556825117632) | > loss_mel: 17.2502498626709 (17.638721639459785) | > loss_duration: 2.5255160331726074 (2.368819930336692) | > loss_1: 30.537364959716797 (32.305959874933414)  --> STEP: 12 | > loss_disc: 2.430189847946167 (2.3600462079048157) | > loss_disc_real_0: 0.1429237425327301 (0.11294900874296825) | > loss_disc_real_1: 0.1526804268360138 (0.17967070949574312) | > loss_disc_real_2: 0.26412931084632874 (0.21064926187197366) | > loss_disc_real_3: 0.2736535668373108 (0.23602721219261488) | > loss_disc_real_4: 0.19899897277355194 (0.21309292688965797) | > loss_disc_real_5: 0.2012546807527542 (0.20143352076411247) | > loss_0: 2.430189847946167 (2.3600462079048157) | > loss_gen: 2.302882432937622 (2.2423535585403442) | > loss_kl: 2.6009109020233154 (3.1170855363210044) | > loss_feat: 6.209432601928711 (6.840213139851888) | > loss_mel: 16.8625431060791 (17.574040095011394) | > loss_duration: 2.2971320152282715 (2.3628459374109902) | > loss_1: 30.27290153503418 (32.13653834660848)  --> STEP: 13 | > loss_disc: 2.5915794372558594 (2.3778564563164344) | > loss_disc_real_0: 0.13189025223255157 (0.11440602747293618) | > loss_disc_real_1: 0.2316877394914627 (0.18367201949541384) | > loss_disc_real_2: 0.14986151456832886 (0.20597328131015485) | > loss_disc_real_3: 0.29843637347221375 (0.24082791690643018) | > loss_disc_real_4: 0.23765042424201965 (0.21498196514753196) | > loss_disc_real_5: 0.29440829157829285 (0.20858542621135712) | > loss_0: 2.5915794372558594 (2.3778564563164344) | > loss_gen: 2.0369338989257812 (2.226552046262301) | > loss_kl: 3.611708641052246 (3.155133467454177) | > loss_feat: 4.934478282928467 (6.693618150857779) | > loss_mel: 16.973711013793945 (17.527860934917744) | > loss_duration: 2.2549080848693848 (2.3545430256770206) | > loss_1: 29.811738967895508 (31.95770762516902)  --> STEP: 14 | > loss_disc: 2.304873466491699 (2.372643385614668) | > loss_disc_real_0: 0.08758445084095001 (0.11249020057065147) | > loss_disc_real_1: 0.18487556278705597 (0.1837579868733883) | > loss_disc_real_2: 0.17822711169719696 (0.20399141205208643) | > loss_disc_real_3: 0.2143690288066864 (0.23893799632787704) | > loss_disc_real_4: 0.20388086140155792 (0.21418902916567667) | > loss_disc_real_5: 0.19566525518894196 (0.20766255685261317) | > loss_0: 2.304873466491699 (2.372643385614668) | > loss_gen: 2.1263437271118164 (2.2193943091801236) | > loss_kl: 3.8022773265838623 (3.2013580288205827) | > loss_feat: 6.351014614105225 (6.669146469661167) | > loss_mel: 19.099143981933594 (17.640095438276017) | > loss_duration: 2.4279732704162598 (2.359788043158395) | > loss_1: 33.80675506591797 (32.089782442365376)  --> STEP: 15 | > loss_disc: 2.4376015663146973 (2.37697393099467) | > loss_disc_real_0: 0.07117319107055664 (0.10973573327064515) | > loss_disc_real_1: 0.12749312818050385 (0.18000699629386266) | > loss_disc_real_2: 0.24998897314071655 (0.20705791612466176) | > loss_disc_real_3: 0.2295733243227005 (0.23831368486086527) | > loss_disc_real_4: 0.22295252978801727 (0.21477326254049936) | > loss_disc_real_5: 0.20721018314361572 (0.20763239860534669) | > loss_0: 2.4376015663146973 (2.37697393099467) | > loss_gen: 2.05281400680542 (2.2082889556884764) | > loss_kl: 3.3892929553985596 (3.213887023925781) | > loss_feat: 5.8500800132751465 (6.614542039235433) | > loss_mel: 17.833070755004883 (17.652960459391277) | > loss_duration: 2.3844823837280273 (2.361434332529704) | > loss_1: 31.509742736816406 (32.05111312866211)  --> STEP: 16 | > loss_disc: 2.7088444232940674 (2.397715836763382) | > loss_disc_real_0: 0.17128069698810577 (0.11358229350298643) | > loss_disc_real_1: 0.1681850105524063 (0.17926812218502164) | > loss_disc_real_2: 0.21829593181610107 (0.20776029210537672) | > loss_disc_real_3: 0.2464856505393982 (0.23882443271577358) | > loss_disc_real_4: 0.20831269025802612 (0.2143694767728448) | > loss_disc_real_5: 0.19092673063278198 (0.20658829435706139) | > loss_0: 2.7088444232940674 (2.397715836763382) | > loss_gen: 1.971664309501648 (2.1934999153017998) | > loss_kl: 2.977665662765503 (3.199123188853264) | > loss_feat: 7.565083026885986 (6.6739508509635925) | > loss_mel: 16.617618560791016 (17.58825159072876) | > loss_duration: 2.3860039710998535 (2.362969934940338) | > loss_1: 31.518033981323242 (32.01779568195343)  --> STEP: 17 | > loss_disc: 2.497671365737915 (2.403595573761884) | > loss_disc_real_0: 0.1138787567615509 (0.1135997325181961) | > loss_disc_real_1: 0.2226218730211258 (0.18181834282243953) | > loss_disc_real_2: 0.23943310976028442 (0.20962339902625365) | > loss_disc_real_3: 0.2411692887544632 (0.2389623654239318) | > loss_disc_real_4: 0.2651555836200714 (0.21735689482268164) | > loss_disc_real_5: 0.24595816433429718 (0.20890416906160467) | > loss_0: 2.497671365737915 (2.403595573761884) | > loss_gen: 2.181931972503662 (2.19281944807838) | > loss_kl: 2.4950032234191895 (3.157704367357142) | > loss_feat: 6.068471908569336 (6.6383344425874595) | > loss_mel: 16.674278259277344 (17.534488453584558) | > loss_duration: 2.480771780014038 (2.369899455238791) | > loss_1: 29.90045738220215 (31.893246370203354)  --> STEP: 18 | > loss_disc: 2.478916883468628 (2.407780090967814) | > loss_disc_real_0: 0.14900553226470947 (0.1155667213930024) | > loss_disc_real_1: 0.23103004693984985 (0.18455232638451788) | > loss_disc_real_2: 0.19926795363426208 (0.20904809650447634) | > loss_disc_real_3: 0.2597365975379944 (0.24011648943026861) | > loss_disc_real_4: 0.19860631227493286 (0.21631519579225117) | > loss_disc_real_5: 0.16317404806613922 (0.2063636067840788) | > loss_0: 2.478916883468628 (2.407780090967814) | > loss_gen: 2.1495606899261475 (2.1904161837365894) | > loss_kl: 2.6811978816986084 (3.1312317848205566) | > loss_feat: 6.806303977966309 (6.64766608344184) | > loss_mel: 14.432376861572266 (17.362148920694988) | > loss_duration: 2.2608625888824463 (2.3638418515523276) | > loss_1: 28.330303192138672 (31.695305082533096)  --> STEP: 19 | > loss_disc: 2.6431071758270264 (2.420165727013036) | > loss_disc_real_0: 0.17078909277915955 (0.11847316199227383) | > loss_disc_real_1: 0.13852883875370026 (0.18213003756184326) | > loss_disc_real_2: 0.18146856129169464 (0.2075965420195931) | > loss_disc_real_3: 0.19438521564006805 (0.23770958028341593) | > loss_disc_real_4: 0.22336365282535553 (0.21668616721504613) | > loss_disc_real_5: 0.22127331793308258 (0.20714832842350006) | > loss_0: 2.6431071758270264 (2.420165727013036) | > loss_gen: 1.9505338668823242 (2.177790798638996) | > loss_kl: 1.8990375995635986 (3.0663794592807165) | > loss_feat: 8.590219497680664 (6.749905736822831) | > loss_mel: 16.140363693237305 (17.29784443503932) | > loss_duration: 2.374124526977539 (2.3643830449957597) | > loss_1: 30.95427894592285 (31.656303706922028)  --> STEP: 20 | > loss_disc: 2.480433940887451 (2.4231791377067564) | > loss_disc_real_0: 0.1176343634724617 (0.11843122206628323) | > loss_disc_real_1: 0.20137013494968414 (0.1830920424312353) | > loss_disc_real_2: 0.17876465618610382 (0.20615494772791862) | > loss_disc_real_3: 0.2016574740409851 (0.2359069749712944) | > loss_disc_real_4: 0.23474769294261932 (0.21758924350142478) | > loss_disc_real_5: 0.21396681666374207 (0.20748925283551217) | > loss_0: 2.480433940887451 (2.4231791377067564) | > loss_gen: 2.082897424697876 (2.17304612994194) | > loss_kl: 2.232323169708252 (3.024676644802093) | > loss_feat: 5.727310657501221 (6.69877598285675) | > loss_mel: 18.22504425048828 (17.344204425811768) | > loss_duration: 2.3273425102233887 (2.3625310182571413) | > loss_1: 30.59491729736328 (31.603234386444093)  --> STEP: 21 | > loss_disc: 2.4801130294799805 (2.4258902754102434) | > loss_disc_real_0: 0.09374617785215378 (0.1172557437703723) | > loss_disc_real_1: 0.14868687093257904 (0.1814537009312993) | > loss_disc_real_2: 0.15102966129779816 (0.20352993408838907) | > loss_disc_real_3: 0.29254400730133057 (0.23860397651081994) | > loss_disc_real_4: 0.2961525022983551 (0.22133035106318338) | > loss_disc_real_5: 0.23682981729507446 (0.2088864225716818) | > loss_0: 2.4801130294799805 (2.4258902754102434) | > loss_gen: 2.0806801319122314 (2.168647749083383) | > loss_kl: 2.838144302368164 (3.015794152305239) | > loss_feat: 5.220105171203613 (6.628363087063744) | > loss_mel: 14.428670883178711 (17.205369495210192) | > loss_duration: 2.1802423000335693 (2.3538506031036377) | > loss_1: 26.74784278869629 (31.372025262741815)  --> STEP: 22 | > loss_disc: 2.2805752754211426 (2.4192850481380117) | > loss_disc_real_0: 0.0749840959906578 (0.11533430523493073) | > loss_disc_real_1: 0.13048207759857178 (0.17913680896162987) | > loss_disc_real_2: 0.21914759278297424 (0.20423982766541568) | > loss_disc_real_3: 0.20088891685009003 (0.2368896556171504) | > loss_disc_real_4: 0.2535918354988098 (0.22279678217389368) | > loss_disc_real_5: 0.23903393745422363 (0.2102567641572519) | > loss_0: 2.2805752754211426 (2.4192850481380117) | > loss_gen: 2.3283636569976807 (2.175907563079487) | > loss_kl: 2.5390610694885254 (2.994124466722661) | > loss_feat: 8.655232429504395 (6.720493511720137) | > loss_mel: 17.812206268310547 (17.232952984896574) | > loss_duration: 2.208583354949951 (2.3472475463693794) | > loss_1: 33.5434455871582 (31.470726186578926)  --> STEP: 23 | > loss_disc: 2.5125572681427 (2.423340362051259) | > loss_disc_real_0: 0.09831050038337708 (0.11459413980660231) | > loss_disc_real_1: 0.1563001424074173 (0.17814391041579453) | > loss_disc_real_2: 0.15750809013843536 (0.2022080129903296) | > loss_disc_real_3: 0.23358899354934692 (0.23674614857072415) | > loss_disc_real_4: 0.24524766206741333 (0.2237729073866554) | > loss_disc_real_5: 0.28191861510276794 (0.21337249680705692) | > loss_0: 2.5125572681427 (2.423340362051259) | > loss_gen: 2.1399922370910645 (2.1743460271669472) | > loss_kl: 2.607057809829712 (2.977295481640359) | > loss_feat: 7.72192907333374 (6.764034188312033) | > loss_mel: 18.013687133789062 (17.2668979478919) | > loss_duration: 2.2363078594207764 (2.34242408171944) | > loss_1: 32.71897506713867 (31.524997877038043)  --> STEP: 24 | > loss_disc: 2.3601620197296143 (2.4207079311211905) | > loss_disc_real_0: 0.16978809237480164 (0.11689388783027728) | > loss_disc_real_1: 0.16866324841976166 (0.1777488828326265) | > loss_disc_real_2: 0.15532441437244415 (0.20025452971458435) | > loss_disc_real_3: 0.24525275826454163 (0.23710059064129987) | > loss_disc_real_4: 0.24103988707065582 (0.22449236487348875) | > loss_disc_real_5: 0.187363862991333 (0.21228880373140177) | > loss_0: 2.3601620197296143 (2.4207079311211905) | > loss_gen: 2.2545149326324463 (2.1776863982280097) | > loss_kl: 2.587996244430542 (2.96107468008995) | > loss_feat: 5.342547416687012 (6.704805572827657) | > loss_mel: 17.319129943847656 (17.26907428105672) | > loss_duration: 2.408139944076538 (2.3451622426509857) | > loss_1: 29.912328720092773 (31.45780332883199)  --> STEP: 25 | > loss_disc: 2.6531965732574463 (2.4300074768066406) | > loss_disc_real_0: 0.12459966540336609 (0.11720211893320083) | > loss_disc_real_1: 0.21345214545726776 (0.17917701333761216) | > loss_disc_real_2: 0.2178364396095276 (0.20095780611038208) | > loss_disc_real_3: 0.25346824526786804 (0.23775529682636262) | > loss_disc_real_4: 0.20834261178970337 (0.22384637475013733) | > loss_disc_real_5: 0.29378125071525574 (0.21554850161075592) | > loss_0: 2.6531965732574463 (2.4300074768066406) | > loss_gen: 2.0676777362823486 (2.1732860517501833) | > loss_kl: 3.036734104156494 (2.964101057052612) | > loss_feat: 6.338200092315674 (6.690141353607178) | > loss_mel: 16.371633529663086 (17.233176651000978) | > loss_duration: 2.4270529747009277 (2.3484378719329833) | > loss_1: 30.24129867553711 (31.409143142700195)  --> STEP: 26 | > loss_disc: 2.8240509033203125 (2.445162993211013) | > loss_disc_real_0: 0.09141024202108383 (0.11621012366735019) | > loss_disc_real_1: 0.12829075753688812 (0.1772198496529689) | > loss_disc_real_2: 0.3532802164554596 (0.20681636035442352) | > loss_disc_real_3: 0.20529919862747192 (0.23650698535717452) | > loss_disc_real_4: 0.15740087628364563 (0.22129077865527227) | > loss_disc_real_5: 0.12459530681371689 (0.2120503018108698) | > loss_0: 2.8240509033203125 (2.445162993211013) | > loss_gen: 1.6726492643356323 (2.1540307906957774) | > loss_kl: 2.464783191680908 (2.9448965237690845) | > loss_feat: 9.46669864654541 (6.796932018720186) | > loss_mel: 17.915096282958984 (17.25940432915321) | > loss_duration: 2.292952537536621 (2.3463038206100464) | > loss_1: 33.81217956542969 (31.501567620497482) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023238108708308297 (-0.00021579632392296428) | > avg_loss_disc: 2.445162993211013 (+0.016204311297491003) | > avg_loss_disc_real_0: 0.11621012366735019 (-0.04230495083790557) | > avg_loss_disc_real_1: 0.1772198496529689 (+0.011823175045160145) | > avg_loss_disc_real_2: 0.20681636035442352 (-0.0044287832883688205) | > avg_loss_disc_real_3: 0.23650698535717452 (+0.013152864976571171) | > avg_loss_disc_real_4: 0.22129077865527227 (+0.003985390640222131) | > avg_loss_disc_real_5: 0.2120503018108698 (-0.01365972625521511) | > avg_loss_0: 2.445162993211013 (+0.016204311297491003) | > avg_loss_gen: 2.1540307906957774 (-0.09369316926369287) | > avg_loss_kl: 2.9448965237690845 (-0.09809038272270865) | > avg_loss_feat: 6.796932018720186 (+0.13520154586205102) | > avg_loss_mel: 17.25940432915321 (+0.16584722812359232) | > avg_loss_duration: 2.3463038206100464 (+0.008829391919649598) | > avg_loss_1: 31.501567620497482 (+0.11809451763446432)  > EPOCH: 787/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:02:51)   --> TIME: 2024-06-12 02:02:57 -- STEP: 14/330 -- GLOBAL_STEP: 347725 | > loss_disc: 2.405012369155884 (2.317792228290013) | > loss_disc_real_0: 0.11110701411962509 (0.10280090304357666) | > loss_disc_real_1: 0.21567919850349426 (0.1995448704276766) | > loss_disc_real_2: 0.2077588587999344 (0.20106663874217443) | > loss_disc_real_3: 0.2560933530330658 (0.22672919183969498) | > loss_disc_real_4: 0.25051864981651306 (0.2324673788888114) | > loss_disc_real_5: 0.22722885012626648 (0.22505200228520802) | > loss_0: 2.405012369155884 (2.317792228290013) | > grad_norm_0: tensor(9.1372, device='cuda:0') (tensor(7.4033, device='cuda:0')) | > loss_gen: 2.4513070583343506 (2.48236654485975) | > loss_kl: 1.9287948608398438 (1.9786424721990312) | > loss_feat: 6.378558158874512 (6.777440105165754) | > loss_mel: 15.99374008178711 (17.498014858790807) | > loss_duration: 1.9952571392059326 (2.062681087425777) | > loss_1: 28.747657775878906 (30.7991452898298) | > grad_norm_1: tensor(117.2436, device='cuda:0') (tensor(87.5256, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.3513 (0.36110501629965647) | > loader_time: 0.0032 (0.0031347274780273438)  --> TIME: 2024-06-12 02:03:06 -- STEP: 39/330 -- GLOBAL_STEP: 347750 | > loss_disc: 2.413038730621338 (2.326182163678683) | > loss_disc_real_0: 0.11100194603204727 (0.0995213996905547) | > loss_disc_real_1: 0.1983780711889267 (0.1941690349426025) | > loss_disc_real_2: 0.2454691380262375 (0.20634590394985983) | > loss_disc_real_3: 0.2111913561820984 (0.22882436292293745) | > loss_disc_real_4: 0.22823752462863922 (0.23191782984978113) | > loss_disc_real_5: 0.24442310631275177 (0.22331202603303468) | > loss_0: 2.413038730621338 (2.326182163678683) | > grad_norm_0: tensor(9.8720, device='cuda:0') (tensor(7.6927, device='cuda:0')) | > loss_gen: 2.633105993270874 (2.520650007785895) | > loss_kl: 1.7597112655639648 (1.9476399910755646) | > loss_feat: 7.916184425354004 (7.128157982459435) | > loss_mel: 17.41067886352539 (17.343139746250248) | > loss_duration: 1.9932787418365479 (2.0071524289938116) | > loss_1: 31.71295928955078 (30.946740272717598) | > grad_norm_1: tensor(61.9372, device='cuda:0') (tensor(94.4464, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.3475 (0.35761578266437244) | > loader_time: 0.0033 (0.0033291792258238182)  --> TIME: 2024-06-12 02:03:16 -- STEP: 64/330 -- GLOBAL_STEP: 347775 | > loss_disc: 2.3559703826904297 (2.33625740557909) | > loss_disc_real_0: 0.12379441410303116 (0.10235517448745668) | > loss_disc_real_1: 0.19068820774555206 (0.19425975694321096) | > loss_disc_real_2: 0.19883622229099274 (0.20730564091354609) | > loss_disc_real_3: 0.2341102659702301 (0.2297947108745575) | > loss_disc_real_4: 0.27253755927085876 (0.23249838431365788) | > loss_disc_real_5: 0.24501743912696838 (0.22346684033982456) | > loss_0: 2.3559703826904297 (2.33625740557909) | > grad_norm_0: tensor(5.7273, device='cuda:0') (tensor(8.0055, device='cuda:0')) | > loss_gen: 2.5216047763824463 (2.5215444155037403) | > loss_kl: 2.117694854736328 (1.9576140586286783) | > loss_feat: 7.156323432922363 (7.129744037985802) | > loss_mel: 17.86070442199707 (17.340373694896694) | > loss_duration: 1.974809169769287 (1.9910762812942266) | > loss_1: 31.63113784790039 (30.940352588891983) | > grad_norm_1: tensor(126.5688, device='cuda:0') (tensor(103.7774, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.4169 (0.3621419556438923) | > loader_time: 0.0041 (0.0035222284495830536)  --> TIME: 2024-06-12 02:03:25 -- STEP: 89/330 -- GLOBAL_STEP: 347800 | > loss_disc: 2.401984214782715 (2.346801647979222) | > loss_disc_real_0: 0.12547369301319122 (0.1059334014406365) | > loss_disc_real_1: 0.19156533479690552 (0.19520081613170967) | > loss_disc_real_2: 0.22675593197345734 (0.20798777730277415) | > loss_disc_real_3: 0.2476160228252411 (0.23030522733591915) | > loss_disc_real_4: 0.24747146666049957 (0.2332172721959232) | > loss_disc_real_5: 0.2520657777786255 (0.22297367152203335) | > loss_0: 2.401984214782715 (2.346801647979222) | > grad_norm_0: tensor(4.2734, device='cuda:0') (tensor(8.1611, device='cuda:0')) | > loss_gen: 2.577204465866089 (2.5002967802326337) | > loss_kl: 1.9993337392807007 (1.9553954333401797) | > loss_feat: 7.198334693908691 (7.070803915516714) | > loss_mel: 17.230661392211914 (17.282895773984073) | > loss_duration: 2.023700714111328 (1.986936916126294) | > loss_1: 31.029233932495117 (30.796328898226278) | > grad_norm_1: tensor(71.8056, device='cuda:0') (tensor(97.2667, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.3939 (0.3671626562482854) | > loader_time: 0.0038 (0.0037218292107742824)  --> TIME: 2024-06-12 02:03:35 -- STEP: 114/330 -- GLOBAL_STEP: 347825 | > loss_disc: 2.388740062713623 (2.356311204140646) | > loss_disc_real_0: 0.12838703393936157 (0.10944215097186859) | > loss_disc_real_1: 0.18725433945655823 (0.19496759275595346) | > loss_disc_real_2: 0.20668688416481018 (0.20826815957562966) | > loss_disc_real_3: 0.23193378746509552 (0.22977093685614436) | > loss_disc_real_4: 0.25309279561042786 (0.23366163278880872) | > loss_disc_real_5: 0.248854860663414 (0.22358180399526628) | > loss_0: 2.388740062713623 (2.356311204140646) | > grad_norm_0: tensor(5.5292, device='cuda:0') (tensor(8.2615, device='cuda:0')) | > loss_gen: 2.7388317584991455 (2.488247609975045) | > loss_kl: 2.337005853652954 (1.972066975476449) | > loss_feat: 7.125377178192139 (7.023301551216527) | > loss_mel: 17.468481063842773 (17.303297586608355) | > loss_duration: 2.017524480819702 (1.9889563991312396) | > loss_1: 31.68722152709961 (30.775870206063253) | > grad_norm_1: tensor(55.4176, device='cuda:0') (tensor(96.2406, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.3677 (0.3709613482157389) | > loader_time: 0.0046 (0.003874676269397401)  --> TIME: 2024-06-12 02:03:45 -- STEP: 139/330 -- GLOBAL_STEP: 347850 | > loss_disc: 2.4131040573120117 (2.360512669995534) | > loss_disc_real_0: 0.10390074551105499 (0.11129246234036178) | > loss_disc_real_1: 0.21887069940567017 (0.19647016328015773) | > loss_disc_real_2: 0.20023806393146515 (0.20987096439591418) | > loss_disc_real_3: 0.21437232196331024 (0.2298235661691899) | > loss_disc_real_4: 0.21838408708572388 (0.23287744348426517) | > loss_disc_real_5: 0.20066165924072266 (0.22407089624044707) | > loss_0: 2.4131040573120117 (2.360512669995534) | > grad_norm_0: tensor(4.4341, device='cuda:0') (tensor(8.4458, device='cuda:0')) | > loss_gen: 2.4091336727142334 (2.4789544163848003) | > loss_kl: 2.036699056625366 (1.9747268973494605) | > loss_feat: 6.54143762588501 (7.002682538341276) | > loss_mel: 17.118928909301758 (17.300653498807403) | > loss_duration: 2.044888496398926 (1.9941625380687575) | > loss_1: 30.15108871459961 (30.75118000387288) | > grad_norm_1: tensor(73.6959, device='cuda:0') (tensor(96.5580, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.3892 (0.3738196239196997) | > loader_time: 0.004 (0.003984005331135482)  --> TIME: 2024-06-12 02:03:55 -- STEP: 164/330 -- GLOBAL_STEP: 347875 | > loss_disc: 2.53971529006958 (2.3652302840860884) | > loss_disc_real_0: 0.1829659789800644 (0.11323167815259318) | > loss_disc_real_1: 0.2078973948955536 (0.19645236886856038) | > loss_disc_real_2: 0.199894517660141 (0.2108695017310178) | > loss_disc_real_3: 0.2272060364484787 (0.22991494952542027) | > loss_disc_real_4: 0.2389880269765854 (0.23332733888088203) | > loss_disc_real_5: 0.25903773307800293 (0.22395740912818327) | > loss_0: 2.53971529006958 (2.3652302840860884) | > grad_norm_0: tensor(23.4114, device='cuda:0') (tensor(9.1988, device='cuda:0')) | > loss_gen: 2.2435672283172607 (2.476243177565133) | > loss_kl: 2.038712978363037 (1.9788650644988548) | > loss_feat: 6.001237869262695 (6.985960297468234) | > loss_mel: 17.070980072021484 (17.292560798365898) | > loss_duration: 2.0732665061950684 (1.998141092498128) | > loss_1: 29.427764892578125 (30.731770468921198) | > grad_norm_1: tensor(154.3375, device='cuda:0') (tensor(110.1805, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.3812 (0.37432021774896757) | > loader_time: 0.0043 (0.00404681229009861)  --> TIME: 2024-06-12 02:04:05 -- STEP: 189/330 -- GLOBAL_STEP: 347900 | > loss_disc: 2.240525245666504 (2.3686662754684535) | > loss_disc_real_0: 0.05718844383955002 (0.1148106657244541) | > loss_disc_real_1: 0.20839187502861023 (0.19767457885401593) | > loss_disc_real_2: 0.25165319442749023 (0.21132165311820927) | > loss_disc_real_3: 0.22260162234306335 (0.2298020334155471) | > loss_disc_real_4: 0.22676001489162445 (0.23225651996791677) | > loss_disc_real_5: 0.20304539799690247 (0.22269728803445424) | > loss_0: 2.240525245666504 (2.3686662754684535) | > grad_norm_0: tensor(42.1649, device='cuda:0') (tensor(11.9031, device='cuda:0')) | > loss_gen: 2.689225196838379 (2.477896661354752) | > loss_kl: 1.891005277633667 (1.9839140933657449) | > loss_feat: 7.317439556121826 (6.969224349531549) | > loss_mel: 16.896347045898438 (17.24037145685266) | > loss_duration: 2.0807535648345947 (2.0063213128892206) | > loss_1: 30.874771118164062 (30.6777279263451) | > grad_norm_1: tensor(482.9642, device='cuda:0') (tensor(142.6883, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.4121 (0.3757710292856529) | > loader_time: 0.0045 (0.004144171558359944)  --> TIME: 2024-06-12 02:04:15 -- STEP: 214/330 -- GLOBAL_STEP: 347925 | > loss_disc: 2.529672861099243 (2.368417601719081) | > loss_disc_real_0: 0.19768604636192322 (0.11601602279137228) | > loss_disc_real_1: 0.22864024341106415 (0.197900423379702) | > loss_disc_real_2: 0.23714350163936615 (0.21146486762249583) | > loss_disc_real_3: 0.23169618844985962 (0.22975674341215152) | > loss_disc_real_4: 0.23445868492126465 (0.232194284133822) | > loss_disc_real_5: 0.23559874296188354 (0.22223686120498962) | > loss_0: 2.529672861099243 (2.368417601719081) | > grad_norm_0: tensor(81.6005, device='cuda:0') (tensor(14.4098, device='cuda:0')) | > loss_gen: 2.3275880813598633 (2.4840648475094387) | > loss_kl: 2.105409860610962 (1.9946425779957637) | > loss_feat: 5.740231513977051 (6.965232855805729) | > loss_mel: 15.734299659729004 (17.190953379479517) | > loss_duration: 2.1292355060577393 (2.0140319082224485) | > loss_1: 28.03676414489746 (30.648925594080275) | > grad_norm_1: tensor(427.8948, device='cuda:0') (tensor(170.2808, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.4125 (0.3778252891290968) | > loader_time: 0.0054 (0.004260075426547326)  --> TIME: 2024-06-12 02:04:25 -- STEP: 239/330 -- GLOBAL_STEP: 347950 | > loss_disc: 2.476337432861328 (2.3669028361970907) | > loss_disc_real_0: 0.11309163272380829 (0.11701521215079719) | > loss_disc_real_1: 0.15337447822093964 (0.19750202219605947) | > loss_disc_real_2: 0.22865143418312073 (0.21168916052106038) | > loss_disc_real_3: 0.2467973530292511 (0.22979514500336667) | > loss_disc_real_4: 0.23455244302749634 (0.2313043053055408) | > loss_disc_real_5: 0.22061534225940704 (0.22139699395481013) | > loss_0: 2.476337432861328 (2.3669028361970907) | > grad_norm_0: tensor(13.7807, device='cuda:0') (tensor(16.1216, device='cuda:0')) | > loss_gen: 2.4904627799987793 (2.487631193264759) | > loss_kl: 1.9772098064422607 (1.9978981945803973) | > loss_feat: 6.506024360656738 (6.972750039280211) | > loss_mel: 16.427518844604492 (17.15693854088563) | > loss_duration: 2.083738088607788 (2.0231542706988357) | > loss_1: 29.484954833984375 (30.638372253673346) | > grad_norm_1: tensor(176.3334, device='cuda:0') (tensor(191.3019, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.4149 (0.38154427576264577) | > loader_time: 0.0058 (0.004406551935682732)  --> TIME: 2024-06-12 02:04:36 -- STEP: 264/330 -- GLOBAL_STEP: 347975 | > loss_disc: 2.405801296234131 (2.3721466543096486) | > loss_disc_real_0: 0.11102379113435745 (0.11874472428903435) | > loss_disc_real_1: 0.1760898232460022 (0.19799947891045702) | > loss_disc_real_2: 0.16958212852478027 (0.2118121458386833) | > loss_disc_real_3: 0.22929136455059052 (0.229901874494372) | > loss_disc_real_4: 0.2407393455505371 (0.23186574554578823) | > loss_disc_real_5: 0.2256820648908615 (0.22181580407601414) | > loss_0: 2.405801296234131 (2.3721466543096486) | > grad_norm_0: tensor(16.1642, device='cuda:0') (tensor(16.8267, device='cuda:0')) | > loss_gen: 2.47031307220459 (2.481804322112691) | > loss_kl: 1.989755630493164 (2.007091735348557) | > loss_feat: 6.760869026184082 (6.965303569129021) | > loss_mel: 16.611055374145508 (17.122660272049174) | > loss_duration: 2.1565704345703125 (2.0316298676259597) | > loss_1: 29.988563537597656 (30.608489766265407) | > grad_norm_1: tensor(399.7557, device='cuda:0') (tensor(203.7849, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.4408 (0.38617250323295593) | > loader_time: 0.006 (0.004576763420393969)  --> TIME: 2024-06-12 02:04:48 -- STEP: 289/330 -- GLOBAL_STEP: 348000 | > loss_disc: 2.5012600421905518 (2.374299441241888) | > loss_disc_real_0: 0.09219413995742798 (0.11942653409543746) | > loss_disc_real_1: 0.2294706553220749 (0.19859509783632626) | > loss_disc_real_2: 0.19807659089565277 (0.21230771400318013) | > loss_disc_real_3: 0.24075418710708618 (0.23027506228343014) | > loss_disc_real_4: 0.24200528860092163 (0.23201629601960364) | > loss_disc_real_5: 0.19622980058193207 (0.22170587971961206) | > loss_0: 2.5012600421905518 (2.374299441241888) | > grad_norm_0: tensor(18.8989, device='cuda:0') (tensor(18.0939, device='cuda:0')) | > loss_gen: 2.3162217140197754 (2.479592667318959) | > loss_kl: 2.0671229362487793 (2.0124501328154825) | > loss_feat: 6.858092308044434 (6.958441335024719) | > loss_mel: 16.508548736572266 (17.076433554652652) | > loss_duration: 2.186601161956787 (2.0418787019063043) | > loss_1: 29.936586380004883 (30.56879638223087) | > grad_norm_1: tensor(103.2838, device='cuda:0') (tensor(222.0929, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.4627 (0.3923345692842477) | > loader_time: 0.0074 (0.004756774869344635) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_348000.pth  --> TIME: 2024-06-12 02:05:05 -- STEP: 314/330 -- GLOBAL_STEP: 348025 | > loss_disc: 2.448267936706543 (2.3778955010092178) | > loss_disc_real_0: 0.14008888602256775 (0.12094441305395144) | > loss_disc_real_1: 0.19496574997901917 (0.198661522500834) | > loss_disc_real_2: 0.1847425103187561 (0.21216272899679314) | > loss_disc_real_3: 0.22520731389522552 (0.23033387636303143) | > loss_disc_real_4: 0.2382725030183792 (0.2319350046147207) | > loss_disc_real_5: 0.2220650017261505 (0.2217194574179163) | > loss_0: 2.448267936706543 (2.3778955010092178) | > grad_norm_0: tensor(53.7341, device='cuda:0') (tensor(20.0024, device='cuda:0')) | > loss_gen: 2.3162055015563965 (2.4804007604623304) | > loss_kl: 2.0577337741851807 (2.0185937072820717) | > loss_feat: 7.342859268188477 (6.977035965889126) | > loss_mel: 16.876876831054688 (17.04269363925715) | > loss_duration: 2.242636203765869 (2.0546866647756783) | > loss_1: 30.83631134033203 (30.573410744879656) | > grad_norm_1: tensor(405.6511, device='cuda:0') (tensor(243.3031, device='cuda:0')) | > current_lr_0: 0.00018126068026488182 | > current_lr_1: 0.00018126068026488182 | > step_time: 0.5196 (0.40051796405938017) | > loader_time: 0.0075 (0.0049638748168945295)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6715588569641113 (2.6715588569641113) | > loss_disc_real_0: 0.22657904028892517 (0.22657904028892517) | > loss_disc_real_1: 0.22957704961299896 (0.22957704961299896) | > loss_disc_real_2: 0.25822964310646057 (0.25822964310646057) | > loss_disc_real_3: 0.24853675067424774 (0.24853675067424774) | > loss_disc_real_4: 0.24159206449985504 (0.24159206449985504) | > loss_disc_real_5: 0.23836031556129456 (0.23836031556129456) | > loss_0: 2.6715588569641113 (2.6715588569641113) | > loss_gen: 2.035567283630371 (2.035567283630371) | > loss_kl: 2.2729361057281494 (2.2729361057281494) | > loss_feat: 5.6365203857421875 (5.6365203857421875) | > loss_mel: 14.482773780822754 (14.482773780822754) | > loss_duration: 2.9774250984191895 (2.9774250984191895) | > loss_1: 27.405223846435547 (27.405223846435547)  --> STEP: 1 | > loss_disc: 2.3997902870178223 (2.3997902870178223) | > loss_disc_real_0: 0.09222831577062607 (0.09222831577062607) | > loss_disc_real_1: 0.2831505835056305 (0.2831505835056305) | > loss_disc_real_2: 0.1846403330564499 (0.1846403330564499) | > loss_disc_real_3: 0.26621106266975403 (0.26621106266975403) | > loss_disc_real_4: 0.2161189764738083 (0.2161189764738083) | > loss_disc_real_5: 0.2576465904712677 (0.2576465904712677) | > loss_0: 2.3997902870178223 (2.3997902870178223) | > loss_gen: 2.363884687423706 (2.363884687423706) | > loss_kl: 3.7739055156707764 (3.7739055156707764) | > loss_feat: 6.752870082855225 (6.752870082855225) | > loss_mel: 18.09709930419922 (18.09709930419922) | > loss_duration: 2.4675490856170654 (2.4675490856170654) | > loss_1: 33.45530700683594 (33.45530700683594)  --> STEP: 2 | > loss_disc: 2.528669834136963 (2.4642300605773926) | > loss_disc_real_0: 0.11615613102912903 (0.10419222339987755) | > loss_disc_real_1: 0.1665605753660202 (0.22485557943582535) | > loss_disc_real_2: 0.2042272835969925 (0.1944338083267212) | > loss_disc_real_3: 0.18780522048473358 (0.2270081415772438) | > loss_disc_real_4: 0.2221517711877823 (0.2191353738307953) | > loss_disc_real_5: 0.3088909387588501 (0.2832687646150589) | > loss_0: 2.528669834136963 (2.4642300605773926) | > loss_gen: 2.146909713745117 (2.2553972005844116) | > loss_kl: 2.8013739585876465 (3.2876397371292114) | > loss_feat: 5.773456573486328 (6.263163328170776) | > loss_mel: 17.70555877685547 (17.901329040527344) | > loss_duration: 2.431138038635254 (2.4493435621261597) | > loss_1: 30.858436584472656 (32.1568717956543)  --> STEP: 3 | > loss_disc: 2.508639097213745 (2.4790330727895102) | > loss_disc_real_0: 0.1485442817211151 (0.11897624284029007) | > loss_disc_real_1: 0.19490830600261688 (0.2148731549580892) | > loss_disc_real_2: 0.1133182942867279 (0.16739530364672342) | > loss_disc_real_3: 0.25107792019844055 (0.23503140111764273) | > loss_disc_real_4: 0.2213984727859497 (0.21988974014918009) | > loss_disc_real_5: 0.2465832680463791 (0.2710402657588323) | > loss_0: 2.508639097213745 (2.4790330727895102) | > loss_gen: 2.118593215942383 (2.209795872370402) | > loss_kl: 3.759868860244751 (3.445049444834391) | > loss_feat: 5.965842247009277 (6.164056301116943) | > loss_mel: 18.19257926940918 (17.99841245015462) | > loss_duration: 2.328479766845703 (2.4090556303660073) | > loss_1: 32.36536407470703 (32.22636922200521)  --> STEP: 4 | > loss_disc: 2.5325729846954346 (2.492418050765991) | > loss_disc_real_0: 0.17155280709266663 (0.1321203839033842) | > loss_disc_real_1: 0.17151318490505219 (0.20403316244482994) | > loss_disc_real_2: 0.1968824863433838 (0.17476709932088852) | > loss_disc_real_3: 0.2759760916233063 (0.2452675737440586) | > loss_disc_real_4: 0.20221862196922302 (0.21547196060419083) | > loss_disc_real_5: 0.25080612301826477 (0.2659817300736904) | > loss_0: 2.5325729846954346 (2.492418050765991) | > loss_gen: 2.2511866092681885 (2.2201435565948486) | > loss_kl: 3.086028814315796 (3.3552942872047424) | > loss_feat: 5.763211727142334 (6.063845157623291) | > loss_mel: 17.998382568359375 (17.99840497970581) | > loss_duration: 2.3312196731567383 (2.38959664106369) | > loss_1: 31.43002700805664 (32.027283668518066)  --> STEP: 5 | > loss_disc: 2.3718104362487793 (2.468296527862549) | > loss_disc_real_0: 0.20264533162117004 (0.14622537344694136) | > loss_disc_real_1: 0.1359509378671646 (0.19041671752929687) | > loss_disc_real_2: 0.19889506697654724 (0.17959269285202026) | > loss_disc_real_3: 0.2198728322982788 (0.24018862545490266) | > loss_disc_real_4: 0.1884690821170807 (0.2100713849067688) | > loss_disc_real_5: 0.1798870712518692 (0.24876279830932618) | > loss_0: 2.3718104362487793 (2.468296527862549) | > loss_gen: 2.1339688301086426 (2.2029086112976075) | > loss_kl: 2.9314522743225098 (3.270525884628296) | > loss_feat: 4.8484416007995605 (5.820764446258545) | > loss_mel: 18.19938087463379 (18.038600158691406) | > loss_duration: 2.383023738861084 (2.388282060623169) | > loss_1: 30.496267318725586 (31.72108039855957)  --> STEP: 6 | > loss_disc: 2.531609296798706 (2.478848656018575) | > loss_disc_real_0: 0.2397100329399109 (0.16180615002910295) | > loss_disc_real_1: 0.2065729945898056 (0.193109430372715) | > loss_disc_real_2: 0.2349485158920288 (0.18881866335868835) | > loss_disc_real_3: 0.35585838556289673 (0.259466918806235) | > loss_disc_real_4: 0.21912825107574463 (0.2115808626015981) | > loss_disc_real_5: 0.1722942590713501 (0.23601804176966348) | > loss_0: 2.531609296798706 (2.478848656018575) | > loss_gen: 2.4455201625823975 (2.2433438698450723) | > loss_kl: 2.8722822666168213 (3.2041519482930503) | > loss_feat: 5.459775924682617 (5.760599692662557) | > loss_mel: 18.24135971069336 (18.0723934173584) | > loss_duration: 2.204047441482544 (2.357576290766398) | > loss_1: 31.222986221313477 (31.638064702351887)  --> STEP: 7 | > loss_disc: 2.3492965698242188 (2.460341215133667) | > loss_disc_real_0: 0.1475064903497696 (0.1597633415034839) | > loss_disc_real_1: 0.1704730987548828 (0.1898756687130247) | > loss_disc_real_2: 0.1724250763654709 (0.1864767223596573) | > loss_disc_real_3: 0.22749550640583038 (0.2548995741776058) | > loss_disc_real_4: 0.2011420726776123 (0.21008960689817155) | > loss_disc_real_5: 0.23844115436077118 (0.2363642007112503) | > loss_0: 2.3492965698242188 (2.460341215133667) | > loss_gen: 2.278759717941284 (2.2484032767159596) | > loss_kl: 3.481076240539551 (3.2437125614711215) | > loss_feat: 7.0681071281433105 (5.947386469159808) | > loss_mel: 18.321367263793945 (18.107961109706334) | > loss_duration: 2.547335386276245 (2.3846847329820906) | > loss_1: 33.6966438293457 (31.932147434779576)  --> STEP: 8 | > loss_disc: 2.5677404403686523 (2.47376611828804) | > loss_disc_real_0: 0.22511336207389832 (0.1679320940747857) | > loss_disc_real_1: 0.12525726854801178 (0.18179836869239807) | > loss_disc_real_2: 0.20267456769943237 (0.18850145302712917) | > loss_disc_real_3: 0.2711549997329712 (0.25693150237202644) | > loss_disc_real_4: 0.22608862817287445 (0.21208948455750942) | > loss_disc_real_5: 0.24954091012477875 (0.23801128938794136) | > loss_0: 2.5677404403686523 (2.47376611828804) | > loss_gen: 2.4037668704986572 (2.267823725938797) | > loss_kl: 3.1805777549743652 (3.235820710659027) | > loss_feat: 8.248409271240234 (6.235014319419861) | > loss_mel: 18.34740447998047 (18.1378915309906) | > loss_duration: 2.288970470428467 (2.3727204501628876) | > loss_1: 34.46913146972656 (32.24927043914795)  --> STEP: 9 | > loss_disc: 2.4816157817840576 (2.474638303120931) | > loss_disc_real_0: 0.2327350378036499 (0.17513242115577063) | > loss_disc_real_1: 0.2122219055891037 (0.18517876168092093) | > loss_disc_real_2: 0.23529048264026642 (0.19370023409525552) | > loss_disc_real_3: 0.23903101682662964 (0.254942559533649) | > loss_disc_real_4: 0.21776346862316132 (0.21271992723147073) | > loss_disc_real_5: 0.2372225672006607 (0.23792365358935463) | > loss_0: 2.4816157817840576 (2.474638303120931) | > loss_gen: 2.453179359436035 (2.288418796327379) | > loss_kl: 2.5507824420928955 (3.1597053474850125) | > loss_feat: 6.0455403327941895 (6.213961654239231) | > loss_mel: 17.13807487487793 (18.026800791422527) | > loss_duration: 2.181307792663574 (2.3514523771074085) | > loss_1: 30.368885040283203 (32.04033872816298)  --> STEP: 10 | > loss_disc: 2.5987308025360107 (2.487047553062439) | > loss_disc_real_0: 0.18037104606628418 (0.17565628364682198) | > loss_disc_real_1: 0.20026032626628876 (0.1866869181394577) | > loss_disc_real_2: 0.25686946511268616 (0.20001715719699859) | > loss_disc_real_3: 0.24179255962371826 (0.2536275595426559) | > loss_disc_real_4: 0.20997460186481476 (0.21244539469480514) | > loss_disc_real_5: 0.21200482547283173 (0.23533177077770234) | > loss_0: 2.5987308025360107 (2.487047553062439) | > loss_gen: 2.2066469192504883 (2.28024160861969) | > loss_kl: 3.1391422748565674 (3.157649040222168) | > loss_feat: 6.8326873779296875 (6.275834226608277) | > loss_mel: 18.270383834838867 (18.05115909576416) | > loss_duration: 2.365354537963867 (2.352842593193054) | > loss_1: 32.81421661376953 (32.117726516723636)  --> STEP: 11 | > loss_disc: 2.6736514568328857 (2.504011544314298) | > loss_disc_real_0: 0.12881435453891754 (0.1713979264551943) | > loss_disc_real_1: 0.22401723265647888 (0.19008058309555054) | > loss_disc_real_2: 0.25121891498565674 (0.20467186245051297) | > loss_disc_real_3: 0.30346304178237915 (0.2581580579280853) | > loss_disc_real_4: 0.2404835820198059 (0.21499432081525977) | > loss_disc_real_5: 0.3024074137210846 (0.241429556499828) | > loss_0: 2.6736514568328857 (2.504011544314298) | > loss_gen: 2.0909085273742676 (2.2630295103246514) | > loss_kl: 3.7405223846435547 (3.2106375260786577) | > loss_feat: 5.229145526885986 (6.180680708451704) | > loss_mel: 16.43753433227539 (17.904465935447) | > loss_duration: 2.5506696701049805 (2.3708268729123203) | > loss_1: 30.048778533935547 (31.92964033647017)  --> STEP: 12 | > loss_disc: 2.515726327896118 (2.5049877762794495) | > loss_disc_real_0: 0.1504974663257599 (0.1696562214444081) | > loss_disc_real_1: 0.21859674155712128 (0.19245692963401476) | > loss_disc_real_2: 0.23286579549312592 (0.20702135687073073) | > loss_disc_real_3: 0.23339281976222992 (0.2560942880809307) | > loss_disc_real_4: 0.27934619784355164 (0.22035697723428407) | > loss_disc_real_5: 0.19282051920890808 (0.23737880339225134) | > loss_0: 2.515726327896118 (2.5049877762794495) | > loss_gen: 2.371340274810791 (2.2720554073651633) | > loss_kl: 2.3858675956726074 (3.1419066985448203) | > loss_feat: 6.017493724822998 (6.167081793149312) | > loss_mel: 17.983732223510742 (17.911071459452312) | > loss_duration: 2.2591278553009033 (2.361518621444702) | > loss_1: 31.017560958862305 (31.853633721669514)  --> STEP: 13 | > loss_disc: 2.8961246013641357 (2.535075224362887) | > loss_disc_real_0: 0.22429680824279785 (0.1738593435058227) | > loss_disc_real_1: 0.17815066874027252 (0.19135644802680382) | > loss_disc_real_2: 0.16469500958919525 (0.2037654840029203) | > loss_disc_real_3: 0.23949477076530457 (0.25481740213357484) | > loss_disc_real_4: 0.21038973331451416 (0.21959026616353255) | > loss_disc_real_5: 0.23950642347335815 (0.23754246647541338) | > loss_0: 2.8961246013641357 (2.535075224362887) | > loss_gen: 2.081594228744507 (2.2574045474712667) | > loss_kl: 3.0488662719726562 (3.1347497426546536) | > loss_feat: 7.165891647338867 (6.243913320394663) | > loss_mel: 17.54033660888672 (17.88255339402419) | > loss_duration: 2.270944595336914 (2.35455138866718) | > loss_1: 32.107635498046875 (31.87317231985239)  --> STEP: 14 | > loss_disc: 2.340265989303589 (2.5211602790015086) | > loss_disc_real_0: 0.12429267913103104 (0.17031886747905187) | > loss_disc_real_1: 0.09976933151483536 (0.1848145111330918) | > loss_disc_real_2: 0.21194668114185333 (0.2043498552271298) | > loss_disc_real_3: 0.2242083102464676 (0.2526310384273529) | > loss_disc_real_4: 0.20697250962257385 (0.21868899783917836) | > loss_disc_real_5: 0.173024982213974 (0.23293407474245345) | > loss_0: 2.340265989303589 (2.5211602790015086) | > loss_gen: 2.152606725692749 (2.249918988772801) | > loss_kl: 3.4799885749816895 (3.159409659249442) | > loss_feat: 6.356774806976318 (6.251974855150495) | > loss_mel: 18.413700103759766 (17.92049244471959) | > loss_duration: 2.414006233215332 (2.358798163277762) | > loss_1: 32.81707763671875 (31.940594128199987)  --> STEP: 15 | > loss_disc: 2.74685001373291 (2.536206261316935) | > loss_disc_real_0: 0.3851511776447296 (0.18464102149009703) | > loss_disc_real_1: 0.18753370642662048 (0.18499579081932704) | > loss_disc_real_2: 0.20286999642848969 (0.20425119797388713) | > loss_disc_real_3: 0.25006407499313354 (0.2524599075317383) | > loss_disc_real_4: 0.2580714523792267 (0.22131449480851492) | > loss_disc_real_5: 0.2719038128852844 (0.23553205728530885) | > loss_0: 2.74685001373291 (2.536206261316935) | > loss_gen: 2.5701353549957275 (2.271266746520996) | > loss_kl: 3.171057939529419 (3.160186211268107) | > loss_feat: 7.501007080078125 (6.335243670145671) | > loss_mel: 17.266326904296875 (17.876881408691407) | > loss_duration: 2.4330928325653076 (2.3637511412302654) | > loss_1: 32.941619873046875 (32.00732917785645)  --> STEP: 16 | > loss_disc: 2.378870725631714 (2.526372790336609) | > loss_disc_real_0: 0.34153473377227783 (0.19444687850773335) | > loss_disc_real_1: 0.16089744865894318 (0.18348964443430305) | > loss_disc_real_2: 0.24087221920490265 (0.2065400118008256) | > loss_disc_real_3: 0.2675204873085022 (0.253401193767786) | > loss_disc_real_4: 0.21672603487968445 (0.221027716062963) | > loss_disc_real_5: 0.17354686558246613 (0.23165798280388117) | > loss_0: 2.378870725631714 (2.526372790336609) | > loss_gen: 2.7390248775482178 (2.3005016297101974) | > loss_kl: 3.3948652744293213 (3.174853652715683) | > loss_feat: 6.16530179977417 (6.324622303247452) | > loss_mel: 16.030960083007812 (17.76151132583618) | > loss_duration: 2.387272834777832 (2.365221247076988) | > loss_1: 30.717426300048828 (31.926710247993473)  --> STEP: 17 | > loss_disc: 2.754639148712158 (2.5398002231822296) | > loss_disc_real_0: 0.13399064540863037 (0.19089062950190375) | > loss_disc_real_1: 0.25909188389778137 (0.18793683499097824) | > loss_disc_real_2: 0.30280622839927673 (0.2122027304242639) | > loss_disc_real_3: 0.27342304587364197 (0.25457894977401285) | > loss_disc_real_4: 0.24977679550647736 (0.22271883838316975) | > loss_disc_real_5: 0.41674578189849854 (0.2425455003976822) | > loss_0: 2.754639148712158 (2.5398002231822296) | > loss_gen: 2.4147348403930664 (2.3072212303386017) | > loss_kl: 2.77673602104187 (3.151434968499576) | > loss_feat: 6.411905765533447 (6.329756624558392) | > loss_mel: 16.228267669677734 (17.671320522532742) | > loss_duration: 2.455317497253418 (2.370521026499131) | > loss_1: 30.28696060180664 (31.830254386453067)  --> STEP: 18 | > loss_disc: 2.56368350982666 (2.5411270724402533) | > loss_disc_real_0: 0.09199155122041702 (0.1853962362640434) | > loss_disc_real_1: 0.24290545284748077 (0.19099064709411728) | > loss_disc_real_2: 0.17439362406730652 (0.21010222451554406) | > loss_disc_real_3: 0.22910098731517792 (0.25316350741518867) | > loss_disc_real_4: 0.2205124944448471 (0.22259626371992958) | > loss_disc_real_5: 0.20325855910778046 (0.2403628925482432) | > loss_0: 2.56368350982666 (2.5411270724402533) | > loss_gen: 2.174738883972168 (2.299861099984911) | > loss_kl: 2.4843437671661377 (3.1143743462032742) | > loss_feat: 6.795783996582031 (6.355647034115261) | > loss_mel: 14.319801330566406 (17.485125011867947) | > loss_duration: 2.2217049598693848 (2.362253467241923) | > loss_1: 27.996374130249023 (31.617261038886177)  --> STEP: 19 | > loss_disc: 2.537071943283081 (2.540913644589876) | > loss_disc_real_0: 0.13817116618156433 (0.18291070625970238) | > loss_disc_real_1: 0.16950780153274536 (0.1898599710119398) | > loss_disc_real_2: 0.27298641204833984 (0.2134119185962175) | > loss_disc_real_3: 0.21604184806346893 (0.25120973587036133) | > loss_disc_real_4: 0.21554289758205414 (0.2222250339231993) | > loss_disc_real_5: 0.21810923516750336 (0.2391916474229411) | > loss_0: 2.537071943283081 (2.540913644589876) | > loss_gen: 2.25919508934021 (2.2977207836351896) | > loss_kl: 2.537842273712158 (3.084030552914268) | > loss_feat: 7.774811744689941 (6.430339913619192) | > loss_mel: 16.09427261352539 (17.411922254060443) | > loss_duration: 2.341465711593628 (2.361159374839381) | > loss_1: 31.007587432861328 (31.58517295435855)  --> STEP: 20 | > loss_disc: 2.323578119277954 (2.5300468683242796) | > loss_disc_real_0: 0.10805478692054749 (0.17916791029274465) | > loss_disc_real_1: 0.21888257563114166 (0.1913111012428999) | > loss_disc_real_2: 0.23387254774570465 (0.21443495005369187) | > loss_disc_real_3: 0.23882074654102325 (0.2505902864038944) | > loss_disc_real_4: 0.1789829134941101 (0.22006292790174484) | > loss_disc_real_5: 0.18991483747959137 (0.2367278069257736) | > loss_0: 2.323578119277954 (2.5300468683242796) | > loss_gen: 2.429849147796631 (2.304327201843262) | > loss_kl: 2.2133727073669434 (3.040497660636902) | > loss_feat: 7.76763916015625 (6.497204875946045) | > loss_mel: 19.06331443786621 (17.494491863250733) | > loss_duration: 2.313265800476074 (2.3587646961212156) | > loss_1: 33.78744125366211 (31.695286369323732)  --> STEP: 21 | > loss_disc: 2.6619796752929688 (2.5363293829418363) | > loss_disc_real_0: 0.1535579264163971 (0.1779483872510138) | > loss_disc_real_1: 0.2664415240287781 (0.1948887404231798) | > loss_disc_real_2: 0.176439568400383 (0.21262564616543905) | > loss_disc_real_3: 0.2474648654460907 (0.2504414568344752) | > loss_disc_real_4: 0.2129559963941574 (0.21972450259185972) | > loss_disc_real_5: 0.2588312029838562 (0.23778034959520614) | > loss_0: 2.6619796752929688 (2.5363293829418363) | > loss_gen: 1.9219093322753906 (2.2861168271019343) | > loss_kl: 3.1863067150115967 (3.0474409489404586) | > loss_feat: 3.483461856842041 (6.353693303607759) | > loss_mel: 12.355255126953125 (17.249766304379417) | > loss_duration: 2.2140471935272217 (2.3518733864738826) | > loss_1: 23.160980224609375 (31.288890838623047)  --> STEP: 22 | > loss_disc: 2.386209011077881 (2.529505729675293) | > loss_disc_real_0: 0.160896435379982 (0.17717329852960326) | > loss_disc_real_1: 0.14340052008628845 (0.19254836677150292) | > loss_disc_real_2: 0.1998395472764969 (0.21204445985230533) | > loss_disc_real_3: 0.19248872995376587 (0.24780724197626114) | > loss_disc_real_4: 0.1919752061367035 (0.21846317093480716) | > loss_disc_real_5: 0.20725850760936737 (0.23639299314130435) | > loss_0: 2.386209011077881 (2.529505729675293) | > loss_gen: 2.3389203548431396 (2.288516987453807) | > loss_kl: 2.5167651176452637 (3.0233193202452227) | > loss_feat: 8.119996070861816 (6.433979793028398) | > loss_mel: 20.20865249633789 (17.38426113128662) | > loss_duration: 2.192316770553589 (2.34462081302296) | > loss_1: 35.376651763916016 (31.47469815340909)  --> STEP: 23 | > loss_disc: 2.375884771347046 (2.522826557574065) | > loss_disc_real_0: 0.19324442744255066 (0.1778720432649488) | > loss_disc_real_1: 0.19622866809368134 (0.1927083798724672) | > loss_disc_real_2: 0.20277096331119537 (0.21164126435051794) | > loss_disc_real_3: 0.25325700640678406 (0.2480441882558491) | > loss_disc_real_4: 0.19598092138767242 (0.2174856818240622) | > loss_disc_real_5: 0.2562393546104431 (0.23725587842257126) | > loss_0: 2.375884771347046 (2.522826557574065) | > loss_gen: 2.373553514480591 (2.2922142277593194) | > loss_kl: 2.907139301300049 (3.0182680150736934) | > loss_feat: 5.481386661529541 (6.392562700354534) | > loss_mel: 16.54140853881836 (17.347615366396695) | > loss_duration: 2.2949132919311523 (2.342459616453751) | > loss_1: 29.598403930664062 (31.393120143724524)  --> STEP: 24 | > loss_disc: 2.4691739082336426 (2.5205910305182138) | > loss_disc_real_0: 0.11944907903671265 (0.1754377530887723) | > loss_disc_real_1: 0.1912308931350708 (0.19264681792507568) | > loss_disc_real_2: 0.21290947496891022 (0.21169410645961761) | > loss_disc_real_3: 0.2053920328617096 (0.2462670151144266) | > loss_disc_real_4: 0.18248963356018066 (0.21602751314640045) | > loss_disc_real_5: 0.1954057663679123 (0.23551212375362715) | > loss_0: 2.4691739082336426 (2.5205910305182138) | > loss_gen: 1.953500747680664 (2.2781011660893755) | > loss_kl: 2.531005859375 (2.9979654252529144) | > loss_feat: 5.984519004821777 (6.375560879707336) | > loss_mel: 16.41782569885254 (17.308874130249023) | > loss_duration: 2.38627290725708 (2.344285170237223) | > loss_1: 29.273122787475586 (31.304786920547485)  --> STEP: 25 | > loss_disc: 2.537402391433716 (2.521263484954834) | > loss_disc_real_0: 0.17649374902248383 (0.17547999292612076) | > loss_disc_real_1: 0.23163948953151703 (0.19420652478933334) | > loss_disc_real_2: 0.22275394201278687 (0.21213649988174438) | > loss_disc_real_3: 0.2673438489437103 (0.24711008846759797) | > loss_disc_real_4: 0.22136737406253815 (0.21624110758304596) | > loss_disc_real_5: 0.26920774579048157 (0.23685994863510132) | > loss_0: 2.537402391433716 (2.521263484954834) | > loss_gen: 2.4047703742980957 (2.2831679344177243) | > loss_kl: 2.7906477451324463 (2.9896727180480958) | > loss_feat: 5.865349292755127 (6.355152416229248) | > loss_mel: 15.296823501586914 (17.22839210510254) | > loss_duration: 2.418642997741699 (2.3472594833374023) | > loss_1: 28.776233673095703 (31.203644790649413)  --> STEP: 26 | > loss_disc: 3.436359405517578 (2.5564594818995547) | > loss_disc_real_0: 0.45548731088638306 (0.18624950515536162) | > loss_disc_real_1: 0.15968935191631317 (0.1928789412172941) | > loss_disc_real_2: 0.09213247150182724 (0.20752096032867065) | > loss_disc_real_3: 0.09033436328172684 (0.241080252883526) | > loss_disc_real_4: 0.17039130628108978 (0.21447765368681687) | > loss_disc_real_5: 0.2578473389148712 (0.237667155953554) | > loss_0: 3.436359405517578 (2.5564594818995547) | > loss_gen: 1.5764656066894531 (2.2559870756589446) | > loss_kl: 2.274096965789795 (2.9621505737304688) | > loss_feat: 16.946836471557617 (6.762524879895723) | > loss_mel: 19.953514099121094 (17.33320448948787) | > loss_duration: 2.310774326324463 (2.3458562080676737) | > loss_1: 43.06168746948242 (31.659723355219914) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023998205478374776 (+7.600967700664794e-05) | > avg_loss_disc: 2.5564594818995547 (+0.11129648868854192) | > avg_loss_disc_real_0: 0.18624950515536162 (+0.07003938148801143) | > avg_loss_disc_real_1: 0.1928789412172941 (+0.015659091564325184) | > avg_loss_disc_real_2: 0.20752096032867065 (+0.0007045999742471276) | > avg_loss_disc_real_3: 0.241080252883526 (+0.004573267526351482) | > avg_loss_disc_real_4: 0.21447765368681687 (-0.006813124968455403) | > avg_loss_disc_real_5: 0.237667155953554 (+0.025616854142684192) | > avg_loss_0: 2.5564594818995547 (+0.11129648868854192) | > avg_loss_gen: 2.2559870756589446 (+0.10195628496316722) | > avg_loss_kl: 2.9621505737304688 (+0.017254049961384244) | > avg_loss_feat: 6.762524879895723 (-0.03440713882446289) | > avg_loss_mel: 17.33320448948787 (+0.07380016033465964) | > avg_loss_duration: 2.3458562080676737 (-0.00044761254237268844) | > avg_loss_1: 31.659723355219914 (+0.15815573472243116)  > EPOCH: 788/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:05:35)   --> TIME: 2024-06-12 02:05:40 -- STEP: 9/330 -- GLOBAL_STEP: 348050 | > loss_disc: 2.364504814147949 (2.3614611360761852) | > loss_disc_real_0: 0.12851935625076294 (0.09827277271283998) | > loss_disc_real_1: 0.17192654311656952 (0.21169696748256683) | > loss_disc_real_2: 0.22539514303207397 (0.20881837771998513) | > loss_disc_real_3: 0.22489964962005615 (0.2231145203113556) | > loss_disc_real_4: 0.20574861764907837 (0.23022554649247062) | > loss_disc_real_5: 0.22223487496376038 (0.2343719353278478) | > loss_0: 2.364504814147949 (2.3614611360761852) | > grad_norm_0: tensor(5.0521, device='cuda:0') (tensor(8.0574, device='cuda:0')) | > loss_gen: 2.364093065261841 (2.4858114984300403) | > loss_kl: 2.11120867729187 (1.9589467975828383) | > loss_feat: 7.000966548919678 (6.63015784157647) | > loss_mel: 18.120845794677734 (17.68421681722005) | > loss_duration: 2.0543317794799805 (2.103487014770508) | > loss_1: 31.651447296142578 (30.862619823879665) | > grad_norm_1: tensor(69.7830, device='cuda:0') (tensor(84.0044, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3721 (0.383379062016805) | > loader_time: 0.0033 (0.0034644073910183376)  --> TIME: 2024-06-12 02:05:49 -- STEP: 34/330 -- GLOBAL_STEP: 348075 | > loss_disc: 2.2571187019348145 (2.339354409891016) | > loss_disc_real_0: 0.13113638758659363 (0.1013641314690604) | > loss_disc_real_1: 0.20146210491657257 (0.2006070324603249) | > loss_disc_real_2: 0.19969621300697327 (0.20732303270522287) | > loss_disc_real_3: 0.1998997926712036 (0.22795391696340897) | > loss_disc_real_4: 0.23163819313049316 (0.2311886899611529) | > loss_disc_real_5: 0.2199246734380722 (0.22015467110802145) | > loss_0: 2.2571187019348145 (2.339354409891016) | > grad_norm_0: tensor(8.2069, device='cuda:0') (tensor(9.8383, device='cuda:0')) | > loss_gen: 2.5274887084960938 (2.4961328576592834) | > loss_kl: 2.1162378787994385 (1.9664533734321594) | > loss_feat: 7.05614709854126 (6.858491603065939) | > loss_mel: 17.28594207763672 (17.403811791363886) | > loss_duration: 2.0109376907348633 (2.010632683249081) | > loss_1: 30.996753692626953 (30.735522494596594) | > grad_norm_1: tensor(93.1647, device='cuda:0') (tensor(88.1368, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3533 (0.3663734968970804) | > loader_time: 0.0031 (0.0032876028734094955)  --> TIME: 2024-06-12 02:05:58 -- STEP: 59/330 -- GLOBAL_STEP: 348100 | > loss_disc: 2.361184597015381 (2.335312806953818) | > loss_disc_real_0: 0.08970824629068375 (0.10394923748858904) | > loss_disc_real_1: 0.16548006236553192 (0.19650207081083523) | > loss_disc_real_2: 0.1938774287700653 (0.20807188522007505) | > loss_disc_real_3: 0.21923664212226868 (0.22832142346996373) | > loss_disc_real_4: 0.21252384781837463 (0.23285229175777758) | > loss_disc_real_5: 0.20309917628765106 (0.22081261393377336) | > loss_0: 2.361184597015381 (2.335312806953818) | > grad_norm_0: tensor(10.3601, device='cuda:0') (tensor(9.2155, device='cuda:0')) | > loss_gen: 2.262984037399292 (2.4897406586145956) | > loss_kl: 1.818444013595581 (1.9567574141389232) | > loss_feat: 6.054628372192383 (6.956757739438849) | > loss_mel: 15.963786125183105 (17.347252910420053) | > loss_duration: 1.9499800205230713 (1.9917256933147625) | > loss_1: 28.049821853637695 (30.742234504829018) | > grad_norm_1: tensor(59.4063, device='cuda:0') (tensor(85.1033, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3608 (0.3665275452500682) | > loader_time: 0.0034 (0.0034198841806185446)  --> TIME: 2024-06-12 02:06:07 -- STEP: 84/330 -- GLOBAL_STEP: 348125 | > loss_disc: 2.2747623920440674 (2.334636813118345) | > loss_disc_real_0: 0.10259060561656952 (0.10499554415721268) | > loss_disc_real_1: 0.18518619239330292 (0.19648375096065657) | > loss_disc_real_2: 0.21806803345680237 (0.20808234402821177) | > loss_disc_real_3: 0.22102496027946472 (0.22693999182610286) | > loss_disc_real_4: 0.21508079767227173 (0.23008900703418822) | > loss_disc_real_5: 0.23498526215553284 (0.22178386027614275) | > loss_0: 2.2747623920440674 (2.334636813118345) | > grad_norm_0: tensor(6.3137, device='cuda:0') (tensor(9.7335, device='cuda:0')) | > loss_gen: 2.6193926334381104 (2.490427953856332) | > loss_kl: 2.169262409210205 (1.9851048177196866) | > loss_feat: 6.787017345428467 (6.980483889579773) | > loss_mel: 17.623424530029297 (17.294239384787435) | > loss_duration: 2.039416790008545 (1.986477248725437) | > loss_1: 31.238513946533203 (30.736733436584473) | > grad_norm_1: tensor(69.6120, device='cuda:0') (tensor(91.0753, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3542 (0.3666792852537973) | > loader_time: 0.0042 (0.0035774282046726774)  --> TIME: 2024-06-12 02:06:17 -- STEP: 109/330 -- GLOBAL_STEP: 348150 | > loss_disc: 2.271254539489746 (2.336234856089322) | > loss_disc_real_0: 0.09859465062618256 (0.1067356373943867) | > loss_disc_real_1: 0.17191189527511597 (0.1956896649314723) | > loss_disc_real_2: 0.21399624645709991 (0.20774498814289724) | > loss_disc_real_3: 0.23736046254634857 (0.22790196346580435) | > loss_disc_real_4: 0.22874978184700012 (0.23107634908562408) | > loss_disc_real_5: 0.2014308124780655 (0.2214649225320291) | > loss_0: 2.271254539489746 (2.336234856089322) | > grad_norm_0: tensor(13.7127, device='cuda:0') (tensor(9.3307, device='cuda:0')) | > loss_gen: 2.6340651512145996 (2.487185565703505) | > loss_kl: 1.9904953241348267 (1.9913517258582858) | > loss_feat: 7.0030927658081055 (6.966688147378624) | > loss_mel: 17.562131881713867 (17.267426027070513) | > loss_duration: 1.9395980834960938 (1.9886489975343056) | > loss_1: 31.129384994506836 (30.701300577286187) | > grad_norm_1: tensor(190.0758, device='cuda:0') (tensor(93.7459, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3739 (0.3709699188897369) | > loader_time: 0.0036 (0.0036640167236328125)  --> TIME: 2024-06-12 02:06:27 -- STEP: 134/330 -- GLOBAL_STEP: 348175 | > loss_disc: 2.3201327323913574 (2.3422098978241888) | > loss_disc_real_0: 0.13726192712783813 (0.1086507245286632) | > loss_disc_real_1: 0.17828087508678436 (0.19613208288132256) | > loss_disc_real_2: 0.21270805597305298 (0.20838161780318218) | > loss_disc_real_3: 0.20410193502902985 (0.22743964462137933) | > loss_disc_real_4: 0.22271905839443207 (0.23143518326887444) | > loss_disc_real_5: 0.22480596601963043 (0.22262355852038113) | > loss_0: 2.3201327323913574 (2.3422098978241888) | > grad_norm_0: tensor(9.3644, device='cuda:0') (tensor(9.3848, device='cuda:0')) | > loss_gen: 2.448826789855957 (2.4844946025022816) | > loss_kl: 2.2838478088378906 (2.0054593620015613) | > loss_feat: 7.668054580688477 (6.971533956812389) | > loss_mel: 17.764108657836914 (17.302353531567036) | > loss_duration: 2.00809383392334 (1.9935916653319972) | > loss_1: 32.17293167114258 (30.757433151131245) | > grad_norm_1: tensor(68.3703, device='cuda:0') (tensor(95.5910, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3692 (0.3735519398504229) | > loader_time: 0.0038 (0.00374034981229412)  --> TIME: 2024-06-12 02:06:37 -- STEP: 159/330 -- GLOBAL_STEP: 348200 | > loss_disc: 2.3425111770629883 (2.352688011133447) | > loss_disc_real_0: 0.14000685513019562 (0.11080570811839224) | > loss_disc_real_1: 0.18553371727466583 (0.19662025167882066) | > loss_disc_real_2: 0.22861692309379578 (0.21027174985633698) | > loss_disc_real_3: 0.23138797283172607 (0.22877664873435063) | > loss_disc_real_4: 0.22097916901111603 (0.23139236876799626) | > loss_disc_real_5: 0.20183464884757996 (0.22258981078300835) | > loss_0: 2.3425111770629883 (2.352688011133447) | > grad_norm_0: tensor(16.9900, device='cuda:0') (tensor(9.7471, device='cuda:0')) | > loss_gen: 2.5029895305633545 (2.475472532728182) | > loss_kl: 2.0828990936279297 (2.0091324969657562) | > loss_feat: 6.910671710968018 (6.951176142542619) | > loss_mel: 16.821109771728516 (17.29701845900819) | > loss_duration: 2.0264928340911865 (1.998018684627125) | > loss_1: 30.344161987304688 (30.730818406590874) | > grad_norm_1: tensor(107.5902, device='cuda:0') (tensor(105.4591, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.4039 (0.376540074558378) | > loader_time: 0.0041 (0.0038110984946196935)  --> TIME: 2024-06-12 02:06:47 -- STEP: 184/330 -- GLOBAL_STEP: 348225 | > loss_disc: 2.467332601547241 (2.354404261578685) | > loss_disc_real_0: 0.15597426891326904 (0.11205791651635715) | > loss_disc_real_1: 0.18795686960220337 (0.19618470084084116) | > loss_disc_real_2: 0.23520761728286743 (0.21101619270832633) | > loss_disc_real_3: 0.2579866051673889 (0.22893810053558453) | > loss_disc_real_4: 0.26799634099006653 (0.23191526758929956) | > loss_disc_real_5: 0.2850123643875122 (0.22326735536689343) | > loss_0: 2.467332601547241 (2.354404261578685) | > grad_norm_0: tensor(9.8555, device='cuda:0') (tensor(10.9164, device='cuda:0')) | > loss_gen: 2.446915626525879 (2.4808811052985797) | > loss_kl: 2.0268208980560303 (2.0141691144393836) | > loss_feat: 6.821013927459717 (6.959434771019481) | > loss_mel: 17.033056259155273 (17.267922510271504) | > loss_duration: 2.0406529903411865 (2.0056857058535438) | > loss_1: 30.368457794189453 (30.728093271670133) | > grad_norm_1: tensor(292.0199, device='cuda:0') (tensor(128.2172, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3965 (0.3790011574392733) | > loader_time: 0.0051 (0.0039168168669161596)  --> TIME: 2024-06-12 02:06:57 -- STEP: 209/330 -- GLOBAL_STEP: 348250 | > loss_disc: 2.3036482334136963 (2.3539898726358373) | > loss_disc_real_0: 0.12034964561462402 (0.11301316461708558) | > loss_disc_real_1: 0.19010956585407257 (0.19643892333553167) | > loss_disc_real_2: 0.2216159552335739 (0.2109817148110512) | > loss_disc_real_3: 0.24914290010929108 (0.22857475416226822) | > loss_disc_real_4: 0.2354552149772644 (0.230962153755877) | > loss_disc_real_5: 0.20411282777786255 (0.22203301977027545) | > loss_0: 2.3036482334136963 (2.3539898726358373) | > grad_norm_0: tensor(47.9747, device='cuda:0') (tensor(13.0288, device='cuda:0')) | > loss_gen: 2.5371298789978027 (2.4851769043498053) | > loss_kl: 1.9500150680541992 (2.025134062652954) | > loss_feat: 6.968397617340088 (6.977993702774414) | > loss_mel: 17.542850494384766 (17.248630756396437) | > loss_duration: 2.1171064376831055 (2.014236585375223) | > loss_1: 31.115501403808594 (30.751172097676108) | > grad_norm_1: tensor(495.7915, device='cuda:0') (tensor(154.9281, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.3937 (0.3813880288429808) | > loader_time: 0.0047 (0.004037831958971525)  --> TIME: 2024-06-12 02:07:08 -- STEP: 234/330 -- GLOBAL_STEP: 348275 | > loss_disc: 2.391522169113159 (2.3602243651691666) | > loss_disc_real_0: 0.06563282012939453 (0.11481933969144638) | > loss_disc_real_1: 0.1905526965856552 (0.19695888650722992) | > loss_disc_real_2: 0.23783762753009796 (0.2114668878861981) | > loss_disc_real_3: 0.2292765974998474 (0.2291187669476892) | > loss_disc_real_4: 0.220673069357872 (0.23156036875950983) | > loss_disc_real_5: 0.20923224091529846 (0.2217575132719472) | > loss_0: 2.391522169113159 (2.3602243651691666) | > grad_norm_0: tensor(33.3640, device='cuda:0') (tensor(16.2149, device='cuda:0')) | > loss_gen: 2.507241725921631 (2.486566765695555) | > loss_kl: 1.9230660200119019 (2.030164724741228) | > loss_feat: 6.824076175689697 (6.9739985995822495) | > loss_mel: 15.672384262084961 (17.204265459989905) | > loss_duration: 2.093395233154297 (2.0232432362360826) | > loss_1: 29.02016258239746 (30.718238822415344) | > grad_norm_1: tensor(596.5421, device='cuda:0') (tensor(184.5253, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.4229 (0.38410900087438077) | > loader_time: 0.0055 (0.004171559953282021)  --> TIME: 2024-06-12 02:07:19 -- STEP: 259/330 -- GLOBAL_STEP: 348300 | > loss_disc: 2.377223491668701 (2.3594831987697646) | > loss_disc_real_0: 0.16144874691963196 (0.11624678585347521) | > loss_disc_real_1: 0.20539560914039612 (0.19644050173547736) | > loss_disc_real_2: 0.23536956310272217 (0.21159540392947468) | > loss_disc_real_3: 0.21536019444465637 (0.2291321690593447) | > loss_disc_real_4: 0.2371351569890976 (0.23107291395599777) | > loss_disc_real_5: 0.22573435306549072 (0.22136551118725514) | > loss_0: 2.377223491668701 (2.3594831987697646) | > grad_norm_0: tensor(22.3393, device='cuda:0') (tensor(17.1715, device='cuda:0')) | > loss_gen: 2.5545032024383545 (2.4879083191566016) | > loss_kl: 2.02813458442688 (2.0379516484654565) | > loss_feat: 7.050887584686279 (6.993950517941626) | > loss_mel: 16.1663818359375 (17.162126633191214) | > loss_duration: 2.1440658569335938 (2.031549072173571) | > loss_1: 29.943971633911133 (30.713486225908788) | > grad_norm_1: tensor(413.8506, device='cuda:0') (tensor(200.3100, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.4366 (0.3883448871406349) | > loader_time: 0.0056 (0.004315153512255103)  --> TIME: 2024-06-12 02:07:30 -- STEP: 284/330 -- GLOBAL_STEP: 348325 | > loss_disc: 2.383070945739746 (2.364102106698802) | > loss_disc_real_0: 0.09690292924642563 (0.11746419802255614) | > loss_disc_real_1: 0.18075333535671234 (0.19695014207505843) | > loss_disc_real_2: 0.1765727996826172 (0.21173623471822534) | > loss_disc_real_3: 0.188949853181839 (0.22917932177513417) | > loss_disc_real_4: 0.2310657799243927 (0.23166408410794304) | > loss_disc_real_5: 0.22945788502693176 (0.22231035469703272) | > loss_0: 2.383070945739746 (2.364102106698802) | > grad_norm_0: tensor(24.9836, device='cuda:0') (tensor(16.9967, device='cuda:0')) | > loss_gen: 2.3810718059539795 (2.479941745039442) | > loss_kl: 2.237072706222534 (2.042336228867653) | > loss_feat: 7.402560710906982 (6.984945404697472) | > loss_mel: 17.764619827270508 (17.108566747584828) | > loss_duration: 2.1567959785461426 (2.0413539120009236) | > loss_1: 31.942119598388672 (30.6571440562396) | > grad_norm_1: tensor(186.9846, device='cuda:0') (tensor(197.0397, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.4477 (0.3930945329263175) | > loader_time: 0.0063 (0.004455521073139887)  --> TIME: 2024-06-12 02:07:42 -- STEP: 309/330 -- GLOBAL_STEP: 348350 | > loss_disc: 2.486531972885132 (2.369913497789007) | > loss_disc_real_0: 0.0877288281917572 (0.11878641102836741) | > loss_disc_real_1: 0.1821288913488388 (0.1974132375906201) | > loss_disc_real_2: 0.1974017322063446 (0.2124300823821219) | > loss_disc_real_3: 0.2174910455942154 (0.2297522000799673) | > loss_disc_real_4: 0.24737843871116638 (0.23182794784457944) | > loss_disc_real_5: 0.22094003856182098 (0.22261755549406156) | > loss_0: 2.486531972885132 (2.369913497789007) | > grad_norm_0: tensor(9.5222, device='cuda:0') (tensor(16.8029, device='cuda:0')) | > loss_gen: 2.2549238204956055 (2.473012197364881) | > loss_kl: 2.060067653656006 (2.04649637355002) | > loss_feat: 6.710521697998047 (6.986891294374435) | > loss_mel: 16.009422302246094 (17.06017414883118) | > loss_duration: 2.234276294708252 (2.053201047733761) | > loss_1: 29.269210815429688 (30.619775080758004) | > grad_norm_1: tensor(50.1384, device='cuda:0') (tensor(196.4504, device='cuda:0')) | > current_lr_0: 0.0001812380226798487 | > current_lr_1: 0.0001812380226798487 | > step_time: 0.4936 (0.40004706382751454) | > loader_time: 0.0073 (0.004639446542486788)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7627172470092773 (2.7627172470092773) | > loss_disc_real_0: 0.22117024660110474 (0.22117024660110474) | > loss_disc_real_1: 0.29307642579078674 (0.29307642579078674) | > loss_disc_real_2: 0.3125644624233246 (0.3125644624233246) | > loss_disc_real_3: 0.28032994270324707 (0.28032994270324707) | > loss_disc_real_4: 0.295101135969162 (0.295101135969162) | > loss_disc_real_5: 0.2648816406726837 (0.2648816406726837) | > loss_0: 2.7627172470092773 (2.7627172470092773) | > loss_gen: 2.385138988494873 (2.385138988494873) | > loss_kl: 2.8890841007232666 (2.8890841007232666) | > loss_feat: 4.159156322479248 (4.159156322479248) | > loss_mel: 14.28072452545166 (14.28072452545166) | > loss_duration: 3.0173778533935547 (3.0173778533935547) | > loss_1: 26.731481552124023 (26.731481552124023)  --> STEP: 1 | > loss_disc: 2.2870266437530518 (2.2870266437530518) | > loss_disc_real_0: 0.09235477447509766 (0.09235477447509766) | > loss_disc_real_1: 0.1843167096376419 (0.1843167096376419) | > loss_disc_real_2: 0.21071971952915192 (0.21071971952915192) | > loss_disc_real_3: 0.2029203474521637 (0.2029203474521637) | > loss_disc_real_4: 0.20909631252288818 (0.20909631252288818) | > loss_disc_real_5: 0.20267346501350403 (0.20267346501350403) | > loss_0: 2.2870266437530518 (2.2870266437530518) | > loss_gen: 2.264340400695801 (2.264340400695801) | > loss_kl: 3.0771915912628174 (3.0771915912628174) | > loss_feat: 6.350011348724365 (6.350011348724365) | > loss_mel: 17.61953353881836 (17.61953353881836) | > loss_duration: 2.5120034217834473 (2.5120034217834473) | > loss_1: 31.82308006286621 (31.82308006286621)  --> STEP: 2 | > loss_disc: 2.333634614944458 (2.310330629348755) | > loss_disc_real_0: 0.12435607612133026 (0.10835542529821396) | > loss_disc_real_1: 0.2023562341928482 (0.19333647191524506) | > loss_disc_real_2: 0.2619379460811615 (0.2363288328051567) | > loss_disc_real_3: 0.2603609561920166 (0.23164065182209015) | > loss_disc_real_4: 0.22798043489456177 (0.21853837370872498) | > loss_disc_real_5: 0.23298455774784088 (0.21782901138067245) | > loss_0: 2.333634614944458 (2.310330629348755) | > loss_gen: 2.6311230659484863 (2.4477317333221436) | > loss_kl: 2.894106149673462 (2.9856488704681396) | > loss_feat: 6.112375736236572 (6.231193542480469) | > loss_mel: 17.72666358947754 (17.67309856414795) | > loss_duration: 2.4736123085021973 (2.4928078651428223) | > loss_1: 31.837881088256836 (31.830480575561523)  --> STEP: 3 | > loss_disc: 2.409108877182007 (2.343256711959839) | > loss_disc_real_0: 0.10342402756214142 (0.10671162605285645) | > loss_disc_real_1: 0.23097091913223267 (0.20588128765424094) | > loss_disc_real_2: 0.272780179977417 (0.2484792818625768) | > loss_disc_real_3: 0.2583852708339691 (0.2405555248260498) | > loss_disc_real_4: 0.24090838432312012 (0.22599504391352335) | > loss_disc_real_5: 0.2693406045436859 (0.23499954243501028) | > loss_0: 2.409108877182007 (2.343256711959839) | > loss_gen: 2.536534070968628 (2.477332512537638) | > loss_kl: 2.801513195037842 (2.9242703119913735) | > loss_feat: 5.43689489364624 (5.966427326202393) | > loss_mel: 17.706783294677734 (17.68432680765788) | > loss_duration: 2.39160418510437 (2.459073305130005) | > loss_1: 30.873327255249023 (31.51142946879069)  --> STEP: 4 | > loss_disc: 2.452108144760132 (2.370469570159912) | > loss_disc_real_0: 0.2619529664516449 (0.14552196115255356) | > loss_disc_real_1: 0.23874925076961517 (0.2140982784330845) | > loss_disc_real_2: 0.2864311635494232 (0.2579672522842884) | > loss_disc_real_3: 0.22826066613197327 (0.23748181015253067) | > loss_disc_real_4: 0.2101791948080063 (0.2220410816371441) | > loss_disc_real_5: 0.22449520230293274 (0.2323734574019909) | > loss_0: 2.452108144760132 (2.370469570159912) | > loss_gen: 2.6838927268981934 (2.528972566127777) | > loss_kl: 3.3072750568389893 (3.0200214982032776) | > loss_feat: 8.275627136230469 (6.543727278709412) | > loss_mel: 17.943593978881836 (17.749143600463867) | > loss_duration: 2.4393937587738037 (2.4541534185409546) | > loss_1: 34.6497802734375 (32.29601716995239)  --> STEP: 5 | > loss_disc: 2.526726245880127 (2.401720905303955) | > loss_disc_real_0: 0.14985522627830505 (0.14638861417770385) | > loss_disc_real_1: 0.1997145414352417 (0.21122153103351593) | > loss_disc_real_2: 0.20910261571407318 (0.24819432497024535) | > loss_disc_real_3: 0.26557591557502747 (0.24310063123703002) | > loss_disc_real_4: 0.26640209555625916 (0.2309132844209671) | > loss_disc_real_5: 0.24524684250354767 (0.23494813442230225) | > loss_0: 2.526726245880127 (2.401720905303955) | > loss_gen: 2.199037551879883 (2.462985563278198) | > loss_kl: 3.007689952850342 (3.0175551891326906) | > loss_feat: 4.559329986572266 (6.146847820281982) | > loss_mel: 18.4708309173584 (17.893481063842774) | > loss_duration: 2.3519577980041504 (2.4337142944335937) | > loss_1: 30.58884620666504 (31.954582977294923)  --> STEP: 6 | > loss_disc: 2.1399056911468506 (2.358085036277771) | > loss_disc_real_0: 0.09693899750709534 (0.1381470113992691) | > loss_disc_real_1: 0.22030571103096008 (0.21273556103308996) | > loss_disc_real_2: 0.23493695259094238 (0.2459847629070282) | > loss_disc_real_3: 0.1858500838279724 (0.23355887333552042) | > loss_disc_real_4: 0.1774957776069641 (0.22201036661863327) | > loss_disc_real_5: 0.15900900959968567 (0.2222916136185328) | > loss_0: 2.1399056911468506 (2.358085036277771) | > loss_gen: 2.4859561920166016 (2.4668140014012656) | > loss_kl: 3.2554337978363037 (3.057201623916626) | > loss_feat: 6.35504150390625 (6.181546767552693) | > loss_mel: 18.008054733276367 (17.91257667541504) | > loss_duration: 2.1683027744293213 (2.3894790410995483) | > loss_1: 32.272789001464844 (32.00761731465658)  --> STEP: 7 | > loss_disc: 2.469933032989502 (2.374063321522304) | > loss_disc_real_0: 0.14055146276950836 (0.13849050445216043) | > loss_disc_real_1: 0.22131389379501343 (0.21396103714193618) | > loss_disc_real_2: 0.2589903175830841 (0.2478426992893219) | > loss_disc_real_3: 0.21008315682411194 (0.23020519954817636) | > loss_disc_real_4: 0.2520713806152344 (0.22630479718957627) | > loss_disc_real_5: 0.22084710001945496 (0.22208525453295028) | > loss_0: 2.469933032989502 (2.374063321522304) | > loss_gen: 2.3555445671081543 (2.450918367930821) | > loss_kl: 4.030980587005615 (3.19631290435791) | > loss_feat: 7.141456127166748 (6.318676676068987) | > loss_mel: 17.1502742767334 (17.80367633274623) | > loss_duration: 2.4797403812408447 (2.4023735182625905) | > loss_1: 33.157997131347656 (32.171957288469585)  --> STEP: 8 | > loss_disc: 2.6282620429992676 (2.4058381617069244) | > loss_disc_real_0: 0.13763427734375 (0.13838347606360912) | > loss_disc_real_1: 0.16644500195980072 (0.20802153274416924) | > loss_disc_real_2: 0.3268350064754486 (0.25771673768758774) | > loss_disc_real_3: 0.2650812566280365 (0.23456470668315887) | > loss_disc_real_4: 0.33009156584739685 (0.23927814327180386) | > loss_disc_real_5: 0.30930209159851074 (0.23298735916614532) | > loss_0: 2.6282620429992676 (2.4058381617069244) | > loss_gen: 2.5063865184783936 (2.4578518867492676) | > loss_kl: 2.564094305038452 (3.117285579442978) | > loss_feat: 6.597212791442871 (6.353493690490723) | > loss_mel: 17.499977111816406 (17.765713930130005) | > loss_duration: 2.239717721939087 (2.3820415437221527) | > loss_1: 31.40738868713379 (32.07638621330261)  --> STEP: 9 | > loss_disc: 2.57894229888916 (2.425071954727173) | > loss_disc_real_0: 0.14432069659233093 (0.1390431672334671) | > loss_disc_real_1: 0.2391509711742401 (0.21148035923639932) | > loss_disc_real_2: 0.24291828274726868 (0.2560724649164412) | > loss_disc_real_3: 0.19990405440330505 (0.23071352309650844) | > loss_disc_real_4: 0.22475366294384003 (0.23766431212425232) | > loss_disc_real_5: 0.160155788064003 (0.2248949623770184) | > loss_0: 2.57894229888916 (2.425071954727173) | > loss_gen: 2.1027660369873047 (2.418397903442383) | > loss_kl: 2.2364118099212646 (3.0194107161627874) | > loss_feat: 10.24865436553955 (6.7862893210517035) | > loss_mel: 18.575546264648438 (17.855695300632053) | > loss_duration: 2.163057804107666 (2.357710017098321) | > loss_1: 35.32643508911133 (32.437502755059135)  --> STEP: 10 | > loss_disc: 2.427171468734741 (2.4252819061279296) | > loss_disc_real_0: 0.12277791649103165 (0.13741664215922356) | > loss_disc_real_1: 0.2191343456506729 (0.21224575787782668) | > loss_disc_real_2: 0.2228720486164093 (0.252752423286438) | > loss_disc_real_3: 0.23318715393543243 (0.23096088618040084) | > loss_disc_real_4: 0.2819453477859497 (0.24209241569042206) | > loss_disc_real_5: 0.2543494999408722 (0.22784041613340378) | > loss_0: 2.427171468734741 (2.4252819061279296) | > loss_gen: 2.5303163528442383 (2.4295897483825684) | > loss_kl: 2.568502902984619 (2.9743199348449707) | > loss_feat: 6.688591957092285 (6.7765195846557615) | > loss_mel: 17.358997344970703 (17.806025505065918) | > loss_duration: 2.3458735942840576 (2.3565263748168945) | > loss_1: 31.492280960083008 (32.342980575561526)  --> STEP: 11 | > loss_disc: 2.553142547607422 (2.4369056008078833) | > loss_disc_real_0: 0.13494597375392914 (0.13719203594056043) | > loss_disc_real_1: 0.25933581590652466 (0.21652667224407196) | > loss_disc_real_2: 0.3251340687274933 (0.25933257287198846) | > loss_disc_real_3: 0.21494559943675995 (0.22950495102188803) | > loss_disc_real_4: 0.20702698826789856 (0.23890464956110175) | > loss_disc_real_5: 0.24194900691509247 (0.2291230152953755) | > loss_0: 2.553142547607422 (2.4369056008078833) | > loss_gen: 2.2766809463500977 (2.4156889481977983) | > loss_kl: 3.4885051250457764 (3.021064043045044) | > loss_feat: 6.426024913787842 (6.744656432758678) | > loss_mel: 15.81607723236084 (17.625121116638184) | > loss_duration: 2.522066116333008 (2.37157544222745) | > loss_1: 30.52935218811035 (32.178105267611414)  --> STEP: 12 | > loss_disc: 2.1469788551330566 (2.4127450386683145) | > loss_disc_real_0: 0.07120926678180695 (0.13169347184399763) | > loss_disc_real_1: 0.15209457278251648 (0.21115733062227568) | > loss_disc_real_2: 0.17543180286884308 (0.252340842038393) | > loss_disc_real_3: 0.22699734568595886 (0.2292959839105606) | > loss_disc_real_4: 0.20806889235973358 (0.2363350031276544) | > loss_disc_real_5: 0.150472953915596 (0.2225688435137272) | > loss_0: 2.1469788551330566 (2.4127450386683145) | > loss_gen: 2.3292155265808105 (2.408482829729716) | > loss_kl: 2.9797215461730957 (3.0176188349723816) | > loss_feat: 6.451562404632568 (6.720231930414836) | > loss_mel: 17.619714736938477 (17.62467058499654) | > loss_duration: 2.314990520477295 (2.366860032081604) | > loss_1: 31.695205688476562 (32.137863636016846)  --> STEP: 13 | > loss_disc: 2.383617877960205 (2.410504487844614) | > loss_disc_real_0: 0.06665141880512238 (0.12669023699485338) | > loss_disc_real_1: 0.19863075017929077 (0.21019374751127684) | > loss_disc_real_2: 0.20806309580802917 (0.24893486155913427) | > loss_disc_real_3: 0.23435945808887482 (0.2296854819242771) | > loss_disc_real_4: 0.2390691190958023 (0.23654531974058884) | > loss_disc_real_5: 0.26944804191589355 (0.22617493569850922) | > loss_0: 2.383617877960205 (2.410504487844614) | > loss_gen: 2.234524965286255 (2.3951014555417576) | > loss_kl: 2.9163992404937744 (3.009832712320181) | > loss_feat: 5.980802059173584 (6.663352709550124) | > loss_mel: 15.480234146118164 (17.45971393585205) | > loss_duration: 2.2676706314086914 (2.3592300781836877) | > loss_1: 28.87963104248047 (31.88723035959097)  --> STEP: 14 | > loss_disc: 2.4460856914520264 (2.4130460023880005) | > loss_disc_real_0: 0.14434531331062317 (0.12795131387455122) | > loss_disc_real_1: 0.29865071177482605 (0.21651210210153035) | > loss_disc_real_2: 0.23879556357860565 (0.24821062598909652) | > loss_disc_real_3: 0.19718675315380096 (0.22736414415495737) | > loss_disc_real_4: 0.2995451092720032 (0.24104530470711844) | > loss_disc_real_5: 0.22266918420791626 (0.22592452487775258) | > loss_0: 2.4460856914520264 (2.4130460023880005) | > loss_gen: 2.567943811416626 (2.407447338104248) | > loss_kl: 3.586397171020508 (3.051015887941633) | > loss_feat: 6.966080665588379 (6.684976134981428) | > loss_mel: 17.951143264770508 (17.494816030774796) | > loss_duration: 2.4091386795043945 (2.362794978278024) | > loss_1: 33.4807014465332 (32.00104972294399)  --> STEP: 15 | > loss_disc: 2.297654151916504 (2.4053532123565673) | > loss_disc_real_0: 0.10030005872249603 (0.1261078968644142) | > loss_disc_real_1: 0.24415084719657898 (0.21835468510786693) | > loss_disc_real_2: 0.3062232732772827 (0.2520781358083089) | > loss_disc_real_3: 0.2910632789134979 (0.23161075313886006) | > loss_disc_real_4: 0.22308604419231415 (0.23984802067279815) | > loss_disc_real_5: 0.16927233338356018 (0.22214771211147308) | > loss_0: 2.297654151916504 (2.4053532123565673) | > loss_gen: 2.626432180404663 (2.4220463275909423) | > loss_kl: 3.2897348403930664 (3.0669304847717287) | > loss_feat: 10.089092254638672 (6.911917209625244) | > loss_mel: 18.700965881347656 (17.575226020812988) | > loss_duration: 2.3697876930236816 (2.3632611592610675) | > loss_1: 37.076011657714844 (32.33938051859538)  --> STEP: 16 | > loss_disc: 2.665518283843994 (2.4216135293245316) | > loss_disc_real_0: 0.18990230560302734 (0.13009504741057754) | > loss_disc_real_1: 0.34995412826538086 (0.22657965030521154) | > loss_disc_real_2: 0.3384368419647217 (0.2574755549430847) | > loss_disc_real_3: 0.26416879892349243 (0.2336456310003996) | > loss_disc_real_4: 0.23510544002056122 (0.23955160938203335) | > loss_disc_real_5: 0.21844393014907837 (0.2219162257388234) | > loss_0: 2.665518283843994 (2.4216135293245316) | > loss_gen: 2.6033143997192383 (2.433375582098961) | > loss_kl: 3.2657742500305176 (3.079358220100403) | > loss_feat: 6.320265769958496 (6.874938994646072) | > loss_mel: 14.748980522155762 (17.39858567714691) | > loss_duration: 2.4169111251831055 (2.366614282131195) | > loss_1: 29.355247497558594 (32.15287220478058)  --> STEP: 17 | > loss_disc: 2.5724034309387207 (2.4304835235371307) | > loss_disc_real_0: 0.1031426265835762 (0.12850961089134216) | > loss_disc_real_1: 0.14265882968902588 (0.2216431314454359) | > loss_disc_real_2: 0.2785252034664154 (0.2587137695621042) | > loss_disc_real_3: 0.2797308564186096 (0.23635652661323547) | > loss_disc_real_4: 0.289507120847702 (0.24249016888001385) | > loss_disc_real_5: 0.26995813846588135 (0.22474222060512095) | > loss_0: 2.5724034309387207 (2.4304835235371307) | > loss_gen: 2.2569098472595215 (2.4229952447554646) | > loss_kl: 2.5594992637634277 (3.0487782814923454) | > loss_feat: 6.144125461578369 (6.831949963289149) | > loss_mel: 17.050874710083008 (17.378132090849036) | > loss_duration: 2.5074970722198486 (2.3749015050775864) | > loss_1: 30.51890754699707 (32.056756636675665)  --> STEP: 18 | > loss_disc: 2.231036901473999 (2.419403155644735) | > loss_disc_real_0: 0.07197770476341248 (0.12536894943979052) | > loss_disc_real_1: 0.20022068917751312 (0.22045299576388466) | > loss_disc_real_2: 0.15328675508499146 (0.25285671320226455) | > loss_disc_real_3: 0.2131243348121643 (0.23506584929095375) | > loss_disc_real_4: 0.24970290064811707 (0.24289087620046404) | > loss_disc_real_5: 0.20171965658664703 (0.22346318927076128) | > loss_0: 2.231036901473999 (2.419403155644735) | > loss_gen: 2.328282117843628 (2.4177334043714733) | > loss_kl: 2.77675199508667 (3.0336657100253634) | > loss_feat: 7.69197940826416 (6.879729376898871) | > loss_mel: 16.022457122802734 (17.302816814846462) | > loss_duration: 2.2481470108032227 (2.3678595887290106) | > loss_1: 31.067615509033203 (32.00180435180664)  --> STEP: 19 | > loss_disc: 2.704680919647217 (2.43441777480276) | > loss_disc_real_0: 0.2675965130329132 (0.1328546106815338) | > loss_disc_real_1: 0.233361154794693 (0.22113237255497983) | > loss_disc_real_2: 0.3259837329387665 (0.25670550371471207) | > loss_disc_real_3: 0.3471340835094452 (0.24096417740771645) | > loss_disc_real_4: 0.3414835035800934 (0.24807996185202347) | > loss_disc_real_5: 0.35344791412353516 (0.230304490578802) | > loss_0: 2.704680919647217 (2.43441777480276) | > loss_gen: 2.960552215576172 (2.44630281548751) | > loss_kl: 2.131492853164673 (2.986182928085327) | > loss_feat: 5.894845008850098 (6.827893357527883) | > loss_mel: 16.564083099365234 (17.26393609297903) | > loss_duration: 2.3779385089874268 (2.3683900582162956) | > loss_1: 29.928911209106445 (31.89270471271716)  --> STEP: 20 | > loss_disc: 2.3396434783935547 (2.4296790599822997) | > loss_disc_real_0: 0.11504387855529785 (0.131964074075222) | > loss_disc_real_1: 0.15734653174877167 (0.21794308051466943) | > loss_disc_real_2: 0.29323238134384155 (0.25853184759616854) | > loss_disc_real_3: 0.22305212914943695 (0.24006857499480247) | > loss_disc_real_4: 0.19387465715408325 (0.24536969661712646) | > loss_disc_real_5: 0.18067875504493713 (0.22782320380210877) | > loss_0: 2.3396434783935547 (2.4296790599822997) | > loss_gen: 2.3660950660705566 (2.4422924280166627) | > loss_kl: 2.484714984893799 (2.961109530925751) | > loss_feat: 6.388278961181641 (6.805912637710572) | > loss_mel: 17.76781463623047 (17.289130020141602) | > loss_duration: 2.2785837650299072 (2.3638997435569764) | > loss_1: 31.285486221313477 (31.862343788146973)  --> STEP: 21 | > loss_disc: 2.499345541000366 (2.4329965114593506) | > loss_disc_real_0: 0.06983642280101776 (0.1290056144907361) | > loss_disc_real_1: 0.23488357663154602 (0.21874977080594926) | > loss_disc_real_2: 0.17861007153987885 (0.2547260487363452) | > loss_disc_real_3: 0.27481532096862793 (0.24172318194593703) | > loss_disc_real_4: 0.28464728593826294 (0.24724005801337107) | > loss_disc_real_5: 0.3162359595298767 (0.23203333502724058) | > loss_0: 2.499345541000366 (2.4329965114593506) | > loss_gen: 2.3909528255462646 (2.4398476850418818) | > loss_kl: 2.990678310394287 (2.9625175680433) | > loss_feat: 5.513996124267578 (6.744392803737095) | > loss_mel: 15.48930549621582 (17.20342409043085) | > loss_duration: 2.194873332977295 (2.355850866862706) | > loss_1: 28.57980728149414 (31.70603252592541)  --> STEP: 22 | > loss_disc: 2.1304891109466553 (2.4192461750724097) | > loss_disc_real_0: 0.07847632467746735 (0.12670882859013297) | > loss_disc_real_1: 0.22902235388755798 (0.21921670640056784) | > loss_disc_real_2: 0.17651599645614624 (0.2511710463599725) | > loss_disc_real_3: 0.1368667632341385 (0.23695698109540073) | > loss_disc_real_4: 0.16875120997428894 (0.2436723831025037) | > loss_disc_real_5: 0.15063413977622986 (0.22833337160674008) | > loss_0: 2.1304891109466553 (2.4192461750724097) | > loss_gen: 2.407003164291382 (2.4383547522804956) | > loss_kl: 2.5146212577819824 (2.942158644849604) | > loss_feat: 8.962912559509277 (6.845234610817649) | > loss_mel: 17.39327621459961 (17.21205373243852) | > loss_duration: 2.226553201675415 (2.3499737002632837) | > loss_1: 33.50436782836914 (31.78777503967285)  --> STEP: 23 | > loss_disc: 2.8120203018188477 (2.436323311017907) | > loss_disc_real_0: 0.2744715213775635 (0.1331332934939343) | > loss_disc_real_1: 0.34442827105522156 (0.2246606874725093) | > loss_disc_real_2: 0.26280874013900757 (0.2516770330460175) | > loss_disc_real_3: 0.3421419560909271 (0.2415302408778149) | > loss_disc_real_4: 0.36243996024131775 (0.24883619080419125) | > loss_disc_real_5: 0.35264381766319275 (0.23373817360919455) | > loss_0: 2.8120203018188477 (2.436323311017907) | > loss_gen: 2.8266243934631348 (2.455236041027567) | > loss_kl: 3.016322135925293 (2.9453831444615903) | > loss_feat: 6.776196002960205 (6.842232932215151) | > loss_mel: 16.45294952392578 (17.17904920163362) | > loss_duration: 2.2650794982910156 (2.34628264800362) | > loss_1: 31.33717155456543 (31.768183583798617)  --> STEP: 24 | > loss_disc: 2.208759069442749 (2.426841467618942) | > loss_disc_real_0: 0.0690002292394638 (0.13046108248333135) | > loss_disc_real_1: 0.1581142395734787 (0.22188791881004968) | > loss_disc_real_2: 0.2829360067844391 (0.2529794902851184) | > loss_disc_real_3: 0.27787384390830994 (0.2430445576707522) | > loss_disc_real_4: 0.27134066820144653 (0.24977387736241022) | > loss_disc_real_5: 0.30773141980171204 (0.23682122553388277) | > loss_0: 2.208759069442749 (2.426841467618942) | > loss_gen: 2.7694880962371826 (2.468329876661301) | > loss_kl: 2.3567240238189697 (2.920855681101481) | > loss_feat: 7.919302940368652 (6.887110849221547) | > loss_mel: 17.879100799560547 (17.20821801821391) | > loss_duration: 2.3936867713928223 (2.3482578198115034) | > loss_1: 33.318302154541016 (31.832771857579548)  --> STEP: 25 | > loss_disc: 2.515397787094116 (2.430383720397949) | > loss_disc_real_0: 0.1678791642189026 (0.1319578057527542) | > loss_disc_real_1: 0.1760457158088684 (0.22005423069000243) | > loss_disc_real_2: 0.23759572207927704 (0.25236413955688475) | > loss_disc_real_3: 0.19652394950389862 (0.24118373334407806) | > loss_disc_real_4: 0.2665451169013977 (0.25044472694396974) | > loss_disc_real_5: 0.29456257820129395 (0.23913087964057922) | > loss_0: 2.515397787094116 (2.430383720397949) | > loss_gen: 2.359316349029541 (2.463969335556031) | > loss_kl: 3.4374752044677734 (2.9415204620361326) | > loss_feat: 6.455074310302734 (6.869829387664795) | > loss_mel: 15.35035228729248 (17.13390338897705) | > loss_duration: 2.3997015953063965 (2.3503155708312993) | > loss_1: 30.00191879272461 (31.75953773498535)  --> STEP: 26 | > loss_disc: 2.6392149925231934 (2.4384156924027662) | > loss_disc_real_0: 0.03232715278863907 (0.1281258575618267) | > loss_disc_real_1: 0.1550290286540985 (0.2175532613809292) | > loss_disc_real_2: 0.26170212030410767 (0.25272329266254717) | > loss_disc_real_3: 0.19806239008903503 (0.23952522014196104) | > loss_disc_real_4: 0.2056581825017929 (0.24872216754234755) | > loss_disc_real_5: 0.17127078771591187 (0.2365208761050151) | > loss_0: 2.6392149925231934 (2.4384156924027662) | > loss_gen: 1.6166356801986694 (2.431379579580748) | > loss_kl: 2.4618301391601562 (2.9230708342332106) | > loss_feat: 7.284294605255127 (6.885770357572115) | > loss_mel: 13.74188232421875 (17.0034410403325) | > loss_duration: 2.287677764892578 (2.347906424449041) | > loss_1: 27.39232063293457 (31.59156784644494) --> EVAL PERFORMANCE | > avg_loader_time: 0.00222472961132343 (-0.00017509093651404744) | > avg_loss_disc: 2.4384156924027662 (-0.11804378949678851) | > avg_loss_disc_real_0: 0.1281258575618267 (-0.058123647593534916) | > avg_loss_disc_real_1: 0.2175532613809292 (+0.024674320163635105) | > avg_loss_disc_real_2: 0.25272329266254717 (+0.04520233233387652) | > avg_loss_disc_real_3: 0.23952522014196104 (-0.00155503274156496) | > avg_loss_disc_real_4: 0.24872216754234755 (+0.03424451385553068) | > avg_loss_disc_real_5: 0.2365208761050151 (-0.0011462798485389059) | > avg_loss_0: 2.4384156924027662 (-0.11804378949678851) | > avg_loss_gen: 2.431379579580748 (+0.1753925039218034) | > avg_loss_kl: 2.9230708342332106 (-0.03907973949725818) | > avg_loss_feat: 6.885770357572115 (+0.1232454776763916) | > avg_loss_mel: 17.0034410403325 (-0.3297634491553687) | > avg_loss_duration: 2.347906424449041 (+0.0020502163813671537) | > avg_loss_1: 31.59156784644494 (-0.068155508774975)  > EPOCH: 789/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:08:14)   --> TIME: 2024-06-12 02:08:17 -- STEP: 4/330 -- GLOBAL_STEP: 348375 | > loss_disc: 2.233311653137207 (2.243603229522705) | > loss_disc_real_0: 0.07766856998205185 (0.08711865916848183) | > loss_disc_real_1: 0.1850823611021042 (0.1807359829545021) | > loss_disc_real_2: 0.18258307874202728 (0.20842666923999786) | > loss_disc_real_3: 0.20521117746829987 (0.22591061517596245) | > loss_disc_real_4: 0.23019200563430786 (0.23621810227632523) | > loss_disc_real_5: 0.22009335458278656 (0.21129890531301498) | > loss_0: 2.233311653137207 (2.243603229522705) | > grad_norm_0: tensor(4.7184, device='cuda:0') (tensor(5.3553, device='cuda:0')) | > loss_gen: 2.690749168395996 (2.6083731651306152) | > loss_kl: 2.0269486904144287 (2.0257839262485504) | > loss_feat: 7.731720924377441 (7.38727867603302) | > loss_mel: 18.809572219848633 (18.19438123703003) | > loss_duration: 2.0964136123657227 (2.1380452513694763) | > loss_1: 33.355403900146484 (32.353862285614014) | > grad_norm_1: tensor(85.6148, device='cuda:0') (tensor(64.7500, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.371 (0.39466238021850586) | > loader_time: 0.0029 (0.0031273365020751953)  --> TIME: 2024-06-12 02:08:26 -- STEP: 29/330 -- GLOBAL_STEP: 348400 | > loss_disc: 2.271235704421997 (2.325351854850506) | > loss_disc_real_0: 0.08695995807647705 (0.09989736922856035) | > loss_disc_real_1: 0.16328078508377075 (0.1984691023826599) | > loss_disc_real_2: 0.21430768072605133 (0.20732042142029466) | > loss_disc_real_3: 0.22137703001499176 (0.2272503823041916) | > loss_disc_real_4: 0.2358744889497757 (0.2305797585125627) | > loss_disc_real_5: 0.2392992079257965 (0.21765055481729836) | > loss_0: 2.271235704421997 (2.325351854850506) | > grad_norm_0: tensor(8.9770, device='cuda:0') (tensor(10.9538, device='cuda:0')) | > loss_gen: 2.5360429286956787 (2.523346950267923) | > loss_kl: 1.9091459512710571 (1.8904785657751149) | > loss_feat: 7.048727989196777 (7.117500107863854) | > loss_mel: 17.674827575683594 (17.67066633290258) | > loss_duration: 2.0019521713256836 (2.0108941094628694) | > loss_1: 31.170696258544922 (31.21288588951374) | > grad_norm_1: tensor(236.1199, device='cuda:0') (tensor(165.0268, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3686 (0.36307985207130167) | > loader_time: 0.0031 (0.0032618785726613014)  --> TIME: 2024-06-12 02:08:35 -- STEP: 54/330 -- GLOBAL_STEP: 348425 | > loss_disc: 2.399364471435547 (2.3263072702619763) | > loss_disc_real_0: 0.10453842580318451 (0.10266732452092348) | > loss_disc_real_1: 0.20983709394931793 (0.19742916800357677) | > loss_disc_real_2: 0.19836384057998657 (0.2068319359311351) | > loss_disc_real_3: 0.22395659983158112 (0.22725450937394742) | > loss_disc_real_4: 0.23509494960308075 (0.2316808772307855) | > loss_disc_real_5: 0.18642467260360718 (0.22051908213783195) | > loss_0: 2.399364471435547 (2.3263072702619763) | > grad_norm_0: tensor(7.2605, device='cuda:0') (tensor(12.3974, device='cuda:0')) | > loss_gen: 2.339369773864746 (2.5250565078523426) | > loss_kl: 1.8782707452774048 (1.9311238284464236) | > loss_feat: 7.80695104598999 (7.127432937975283) | > loss_mel: 17.628446578979492 (17.495739089118107) | > loss_duration: 1.954637050628662 (1.9924415394111914) | > loss_1: 31.607675552368164 (31.071793838783545) | > grad_norm_1: tensor(101.5978, device='cuda:0') (tensor(172.3761, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3644 (0.36205161059344265) | > loader_time: 0.0032 (0.003394144552725333)  --> TIME: 2024-06-12 02:08:44 -- STEP: 79/330 -- GLOBAL_STEP: 348450 | > loss_disc: 2.3443894386291504 (2.3308810976487173) | > loss_disc_real_0: 0.10456112027168274 (0.10378828955979287) | > loss_disc_real_1: 0.224867582321167 (0.19467323509198203) | > loss_disc_real_2: 0.21571755409240723 (0.20935811875741692) | > loss_disc_real_3: 0.23452414572238922 (0.22792003784753098) | > loss_disc_real_4: 0.22710071504116058 (0.232425657820098) | > loss_disc_real_5: 0.23678092658519745 (0.22211967936799495) | > loss_0: 2.3443894386291504 (2.3308810976487173) | > grad_norm_0: tensor(22.1607, device='cuda:0') (tensor(12.2374, device='cuda:0')) | > loss_gen: 2.5218214988708496 (2.5181227333938017) | > loss_kl: 1.9905834197998047 (1.9525958178918572) | > loss_feat: 6.876283168792725 (7.092530582524553) | > loss_mel: 16.458507537841797 (17.377857497975793) | > loss_duration: 1.9436407089233398 (1.9865361165396775) | > loss_1: 29.790836334228516 (30.927642749834664) | > grad_norm_1: tensor(211.0780, device='cuda:0') (tensor(156.0950, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3617 (0.3624851432027697) | > loader_time: 0.0034 (0.0033786870256254944)  --> TIME: 2024-06-12 02:08:54 -- STEP: 104/330 -- GLOBAL_STEP: 348475 | > loss_disc: 2.38844633102417 (2.3387370109558097) | > loss_disc_real_0: 0.08840139210224152 (0.10651165612328511) | > loss_disc_real_1: 0.20826490223407745 (0.19530846407780283) | > loss_disc_real_2: 0.1882556527853012 (0.20970866800500795) | > loss_disc_real_3: 0.2287757396697998 (0.2285270938793054) | > loss_disc_real_4: 0.2777847349643707 (0.23247568065730426) | > loss_disc_real_5: 0.25017184019088745 (0.22210806823120668) | > loss_0: 2.38844633102417 (2.3387370109558097) | > grad_norm_0: tensor(17.8236, device='cuda:0') (tensor(12.7530, device='cuda:0')) | > loss_gen: 2.5007009506225586 (2.502663834736897) | > loss_kl: 2.018573045730591 (1.9625145770036256) | > loss_feat: 6.224047660827637 (7.046157809404226) | > loss_mel: 16.84410285949707 (17.337932751728935) | > loss_duration: 2.043159008026123 (1.9886143207550049) | > loss_1: 29.630584716796875 (30.83788327070383) | > grad_norm_1: tensor(190.9715, device='cuda:0') (tensor(156.0138, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3687 (0.3636354070443374) | > loader_time: 0.0037 (0.003461702511860774)  --> TIME: 2024-06-12 02:09:03 -- STEP: 129/330 -- GLOBAL_STEP: 348500 | > loss_disc: 2.37693452835083 (2.348506757455278) | > loss_disc_real_0: 0.11458970606327057 (0.10865905216728994) | > loss_disc_real_1: 0.18328721821308136 (0.19492897564588593) | > loss_disc_real_2: 0.20153231918811798 (0.21032737957876782) | > loss_disc_real_3: 0.26397520303726196 (0.22957515901373338) | > loss_disc_real_4: 0.24575451016426086 (0.23358046904552815) | > loss_disc_real_5: 0.23319584131240845 (0.22379753016686255) | > loss_0: 2.37693452835083 (2.348506757455278) | > grad_norm_0: tensor(12.3538, device='cuda:0') (tensor(12.9612, device='cuda:0')) | > loss_gen: 2.5116515159606934 (2.498150084369866) | > loss_kl: 2.071624994277954 (1.97256712858067) | > loss_feat: 6.776510238647461 (7.0216869272926985) | > loss_mel: 17.921184539794922 (17.328700509182237) | > loss_duration: 1.990903615951538 (1.9919418031855147) | > loss_1: 31.271875381469727 (30.81304649234742) | > grad_norm_1: tensor(161.7043, device='cuda:0') (tensor(160.4848, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3795 (0.3651970116667046) | > loader_time: 0.004 (0.0035856712696164155) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_348500.pth  --> TIME: 2024-06-12 02:09:17 -- STEP: 154/330 -- GLOBAL_STEP: 348525 | > loss_disc: 2.3626620769500732 (2.35106827531542) | > loss_disc_real_0: 0.1389262080192566 (0.11045831258033777) | > loss_disc_real_1: 0.2273167222738266 (0.1949951310049404) | > loss_disc_real_2: 0.2032567411661148 (0.20994888836300218) | > loss_disc_real_3: 0.21481403708457947 (0.22909765080972153) | > loss_disc_real_4: 0.23880022764205933 (0.23308903849744178) | > loss_disc_real_5: 0.22473688423633575 (0.22304672902667677) | > loss_0: 2.3626620769500732 (2.35106827531542) | > grad_norm_0: tensor(40.1423, device='cuda:0') (tensor(14.7071, device='cuda:0')) | > loss_gen: 2.523587465286255 (2.4938215110209083) | > loss_kl: 1.9072879552841187 (1.9846545767474484) | > loss_feat: 6.752328395843506 (7.007050111696316) | > loss_mel: 17.098451614379883 (17.315613269805894) | > loss_duration: 1.995233416557312 (1.996119153964055) | > loss_1: 30.27688980102539 (30.79725866193895) | > grad_norm_1: tensor(377.2253, device='cuda:0') (tensor(179.3327, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3785 (0.368304441501568) | > loader_time: 0.005 (0.0037011093907542043)  --> TIME: 2024-06-12 02:09:27 -- STEP: 179/330 -- GLOBAL_STEP: 348550 | > loss_disc: 2.3044722080230713 (2.352979429607284) | > loss_disc_real_0: 0.09827261418104172 (0.11024785678646418) | > loss_disc_real_1: 0.2058846354484558 (0.19498809930665537) | > loss_disc_real_2: 0.18765424191951752 (0.2106074247113819) | > loss_disc_real_3: 0.21352256834506989 (0.22955820488863152) | > loss_disc_real_4: 0.21170495450496674 (0.23281429083653668) | > loss_disc_real_5: 0.17437539994716644 (0.22400266265069974) | > loss_0: 2.3044722080230713 (2.352979429607284) | > grad_norm_0: tensor(14.0742, device='cuda:0') (tensor(15.9564, device='cuda:0')) | > loss_gen: 2.6092233657836914 (2.5027663334787893) | > loss_kl: 2.0277259349823 (1.986736339563764) | > loss_feat: 7.551643371582031 (7.014288947568924) | > loss_mel: 17.08681869506836 (17.28754573161375) | > loss_duration: 2.064208984375 (2.003487199378413) | > loss_1: 31.339618682861328 (30.794824621530886) | > grad_norm_1: tensor(457.4227, device='cuda:0') (tensor(199.7457, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.4093 (0.3726301233195728) | > loader_time: 0.0045 (0.0038527390144390767)  --> TIME: 2024-06-12 02:09:37 -- STEP: 204/330 -- GLOBAL_STEP: 348575 | > loss_disc: 2.355811357498169 (2.3518047005522464) | > loss_disc_real_0: 0.1381652057170868 (0.11169714944473669) | > loss_disc_real_1: 0.21099141240119934 (0.19513266708920987) | > loss_disc_real_2: 0.21773399412631989 (0.2104164264073559) | > loss_disc_real_3: 0.18960028886795044 (0.22943270746983735) | > loss_disc_real_4: 0.19487395882606506 (0.23272505461000928) | > loss_disc_real_5: 0.2145882248878479 (0.22336244605043354) | > loss_0: 2.355811357498169 (2.3518047005522464) | > grad_norm_0: tensor(18.1925, device='cuda:0') (tensor(18.4637, device='cuda:0')) | > loss_gen: 2.505751848220825 (2.50772712511175) | > loss_kl: 2.1548256874084473 (1.9937653319508422) | > loss_feat: 6.902259349822998 (7.01653949653401) | > loss_mel: 16.559579849243164 (17.243487414191755) | > loss_duration: 2.020352840423584 (2.011780042274326) | > loss_1: 30.142770767211914 (30.77329948836682) | > grad_norm_1: tensor(396.7704, device='cuda:0') (tensor(225.8061, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.409 (0.3759771655587591) | > loader_time: 0.0053 (0.004003777223474839)  --> TIME: 2024-06-12 02:09:48 -- STEP: 229/330 -- GLOBAL_STEP: 348600 | > loss_disc: 2.319674491882324 (2.353842139764642) | > loss_disc_real_0: 0.10117952525615692 (0.11296705755213983) | > loss_disc_real_1: 0.1612560898065567 (0.19549094882334167) | > loss_disc_real_2: 0.20566469430923462 (0.2101042067640213) | > loss_disc_real_3: 0.22635436058044434 (0.22968501028275384) | > loss_disc_real_4: 0.22335034608840942 (0.23245468995977178) | > loss_disc_real_5: 0.2025872766971588 (0.2230141118624325) | > loss_0: 2.319674491882324 (2.353842139764642) | > grad_norm_0: tensor(25.3043, device='cuda:0') (tensor(19.4957, device='cuda:0')) | > loss_gen: 2.5182201862335205 (2.5009006860474847) | > loss_kl: 2.171621799468994 (2.0051636019127854) | > loss_feat: 6.896577835083008 (6.998429858528369) | > loss_mel: 17.41851234436035 (17.192037653194244) | > loss_duration: 2.1305952072143555 (2.021119827786909) | > loss_1: 31.135528564453125 (30.717651725335934) | > grad_norm_1: tensor(243.3931, device='cuda:0') (tensor(242.0539, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.3993 (0.3793594795543556) | > loader_time: 0.005 (0.00412954305457236)  --> TIME: 2024-06-12 02:09:58 -- STEP: 254/330 -- GLOBAL_STEP: 348625 | > loss_disc: 2.3618335723876953 (2.359292387962339) | > loss_disc_real_0: 0.11855888366699219 (0.11509451484234315) | > loss_disc_real_1: 0.17693854868412018 (0.195941437358462) | > loss_disc_real_2: 0.19951596856117249 (0.21054921005889188) | > loss_disc_real_3: 0.24954649806022644 (0.2299103410107883) | > loss_disc_real_4: 0.2358918935060501 (0.23297753255432985) | > loss_disc_real_5: 0.24805369973182678 (0.2228842625819792) | > loss_0: 2.3618335723876953 (2.359292387962339) | > grad_norm_0: tensor(46.6617, device='cuda:0') (tensor(20.6398, device='cuda:0')) | > loss_gen: 2.3985142707824707 (2.496757629349477) | > loss_kl: 1.954432725906372 (2.0112815931087398) | > loss_feat: 7.740475654602051 (7.0092724796355235) | > loss_mel: 17.42510986328125 (17.164204071825882) | > loss_duration: 2.072772264480591 (2.0290849368403285) | > loss_1: 31.591304779052734 (30.710600845457062) | > grad_norm_1: tensor(642.2634, device='cuda:0') (tensor(256.0420, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.4311 (0.38271549179798053) | > loader_time: 0.006 (0.0042585716472835974)  --> TIME: 2024-06-12 02:10:10 -- STEP: 279/330 -- GLOBAL_STEP: 348650 | > loss_disc: 2.410236120223999 (2.360416333735201) | > loss_disc_real_0: 0.1161341667175293 (0.11634850993378615) | > loss_disc_real_1: 0.20917947590351105 (0.19598291264212683) | > loss_disc_real_2: 0.246741384267807 (0.21061151653635035) | > loss_disc_real_3: 0.24891257286071777 (0.2295799185405068) | > loss_disc_real_4: 0.22707827389240265 (0.2326133191371904) | > loss_disc_real_5: 0.23481960594654083 (0.22207548904589855) | > loss_0: 2.410236120223999 (2.360416333735201) | > grad_norm_0: tensor(30.4612, device='cuda:0') (tensor(22.1026, device='cuda:0')) | > loss_gen: 2.5751466751098633 (2.4987299843928312) | > loss_kl: 2.0732672214508057 (2.015492899016239) | > loss_feat: 6.002796173095703 (7.026346580956571) | > loss_mel: 16.360429763793945 (17.124257658544835) | > loss_duration: 2.126251459121704 (2.0387135893640562) | > loss_1: 29.137889862060547 (30.703540802001953) | > grad_norm_1: tensor(439.4901, device='cuda:0') (tensor(275.8965, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.441 (0.38806611149969084) | > loader_time: 0.0062 (0.004399450021832647)  --> TIME: 2024-06-12 02:10:22 -- STEP: 304/330 -- GLOBAL_STEP: 348675 | > loss_disc: 2.2576348781585693 (2.363757499738741) | > loss_disc_real_0: 0.10940970480442047 (0.11798634321281784) | > loss_disc_real_1: 0.1651603728532791 (0.19633179849111718) | > loss_disc_real_2: 0.19466747343540192 (0.21115846451567977) | > loss_disc_real_3: 0.1963619887828827 (0.22985126857498758) | > loss_disc_real_4: 0.21055233478546143 (0.23223122635758237) | > loss_disc_real_5: 0.2246292680501938 (0.22150211884199003) | > loss_0: 2.2576348781585693 (2.363757499738741) | > grad_norm_0: tensor(21.7581, device='cuda:0') (tensor(23.4116, device='cuda:0')) | > loss_gen: 2.582430124282837 (2.496137867632666) | > loss_kl: 1.9920893907546997 (2.019495843664596) | > loss_feat: 8.262286186218262 (7.0319703535029765) | > loss_mel: 16.377296447753906 (17.09742268449381) | > loss_duration: 2.20119047164917 (2.0497183697788337) | > loss_1: 31.415292739868164 (30.694745195539372) | > grad_norm_1: tensor(462.7375, device='cuda:0') (tensor(292.1135, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 0.4851 (0.394870812171384) | > loader_time: 0.0067 (0.004569025416123238)  --> TIME: 2024-06-12 02:10:50 -- STEP: 329/330 -- GLOBAL_STEP: 348700 | > loss_disc: 2.471189260482788 (2.3676396510521283) | > loss_disc_real_0: 0.12271063029766083 (0.1194722136329735) | > loss_disc_real_1: 0.1357416808605194 (0.1965300400478137) | > loss_disc_real_2: 0.1692747175693512 (0.21169100529698254) | > loss_disc_real_3: 0.2190999984741211 (0.2299572957232368) | > loss_disc_real_4: 0.16801601648330688 (0.23268982663886525) | > loss_disc_real_5: 0.2928656041622162 (0.2221897864504788) | > loss_0: 2.471189260482788 (2.3676396510521283) | > grad_norm_0: tensor(13.0509, device='cuda:0') (tensor(23.2180, device='cuda:0')) | > loss_gen: 2.3890433311462402 (2.4942721211801557) | > loss_kl: 2.1506290435791016 (2.0272715403316233) | > loss_feat: 12.02945327758789 (7.14252734836474) | > loss_mel: 18.764976501464844 (17.08574826376778) | > loss_duration: 2.288296937942505 (2.0643930717804517) | > loss_1: 37.622398376464844 (30.81421244543012) | > grad_norm_1: tensor(210.2234, device='cuda:0') (tensor(297.9053, device='cuda:0')) | > current_lr_0: 0.00018121536792701373 | > current_lr_1: 0.00018121536792701373 | > step_time: 14.0916 (0.44932087648965685) | > loader_time: 0.0346 (0.005022096778846439)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.69325590133667 (2.69325590133667) | > loss_disc_real_0: 0.1471857726573944 (0.1471857726573944) | > loss_disc_real_1: 0.2945084273815155 (0.2945084273815155) | > loss_disc_real_2: 0.21634544432163239 (0.21634544432163239) | > loss_disc_real_3: 0.2185455560684204 (0.2185455560684204) | > loss_disc_real_4: 0.20671896636486053 (0.20671896636486053) | > loss_disc_real_5: 0.2756515145301819 (0.2756515145301819) | > loss_0: 2.69325590133667 (2.69325590133667) | > loss_gen: 2.163837432861328 (2.163837432861328) | > loss_kl: 2.012779951095581 (2.012779951095581) | > loss_feat: 6.726377487182617 (6.726377487182617) | > loss_mel: 17.756702423095703 (17.756702423095703) | > loss_duration: 3.1428208351135254 (3.1428208351135254) | > loss_1: 31.802518844604492 (31.802518844604492)  --> STEP: 1 | > loss_disc: 2.1576411724090576 (2.1576411724090576) | > loss_disc_real_0: 0.06268537789583206 (0.06268537789583206) | > loss_disc_real_1: 0.25121140480041504 (0.25121140480041504) | > loss_disc_real_2: 0.1429559737443924 (0.1429559737443924) | > loss_disc_real_3: 0.24942968785762787 (0.24942968785762787) | > loss_disc_real_4: 0.22118356823921204 (0.22118356823921204) | > loss_disc_real_5: 0.1669585108757019 (0.1669585108757019) | > loss_0: 2.1576411724090576 (2.1576411724090576) | > loss_gen: 2.627302885055542 (2.627302885055542) | > loss_kl: 2.7713119983673096 (2.7713119983673096) | > loss_feat: 7.848293304443359 (7.848293304443359) | > loss_mel: 18.837425231933594 (18.837425231933594) | > loss_duration: 2.4399900436401367 (2.4399900436401367) | > loss_1: 34.52432632446289 (34.52432632446289)  --> STEP: 2 | > loss_disc: 2.490851640701294 (2.324246406555176) | > loss_disc_real_0: 0.12766233086585999 (0.09517385438084602) | > loss_disc_real_1: 0.21354927122592926 (0.23238033801317215) | > loss_disc_real_2: 0.24706631898880005 (0.19501114636659622) | > loss_disc_real_3: 0.26415714621543884 (0.25679341703653336) | > loss_disc_real_4: 0.2606301009654999 (0.24090683460235596) | > loss_disc_real_5: 0.29794782400131226 (0.23245316743850708) | > loss_0: 2.490851640701294 (2.324246406555176) | > loss_gen: 2.3401033878326416 (2.483703136444092) | > loss_kl: 3.387848138809204 (3.079580068588257) | > loss_feat: 4.914510250091553 (6.381401777267456) | > loss_mel: 17.92508888244629 (18.38125705718994) | > loss_duration: 2.484128475189209 (2.462059259414673) | > loss_1: 31.051679611206055 (32.78800296783447)  --> STEP: 3 | > loss_disc: 2.2306771278381348 (2.2930566469828286) | > loss_disc_real_0: 0.17012950778007507 (0.12015907218058904) | > loss_disc_real_1: 0.18525636196136475 (0.21667234599590302) | > loss_disc_real_2: 0.17265692353248596 (0.18755973875522614) | > loss_disc_real_3: 0.23240208625793457 (0.24866297344366708) | > loss_disc_real_4: 0.22774310410022736 (0.23651892443497977) | > loss_disc_real_5: 0.24314622581005096 (0.2360175202290217) | > loss_0: 2.2306771278381348 (2.2930566469828286) | > loss_gen: 2.5864782333374023 (2.5179615020751953) | > loss_kl: 3.32057523727417 (3.159911791483561) | > loss_feat: 6.604248046875 (6.455683867136638) | > loss_mel: 18.14756202697754 (18.30335871378581) | > loss_duration: 2.3185839653015137 (2.414234161376953) | > loss_1: 32.977447509765625 (32.85115114847819)  --> STEP: 4 | > loss_disc: 2.4291956424713135 (2.32709139585495) | > loss_disc_real_0: 0.13498187065124512 (0.12386477179825306) | > loss_disc_real_1: 0.22298312187194824 (0.21825003996491432) | > loss_disc_real_2: 0.16703727841377258 (0.18242912366986275) | > loss_disc_real_3: 0.23085738718509674 (0.2442115768790245) | > loss_disc_real_4: 0.19400855898857117 (0.2258913330733776) | > loss_disc_real_5: 0.2730392813682556 (0.24527296051383018) | > loss_0: 2.4291956424713135 (2.32709139585495) | > loss_gen: 2.2458302974700928 (2.4499287009239197) | > loss_kl: 3.7025039196014404 (3.295559823513031) | > loss_feat: 7.248175621032715 (6.653806805610657) | > loss_mel: 19.31878089904785 (18.55721426010132) | > loss_duration: 2.437112808227539 (2.4199538230895996) | > loss_1: 34.95240020751953 (33.376463413238525)  --> STEP: 5 | > loss_disc: 2.446702241897583 (2.3510135650634765) | > loss_disc_real_0: 0.1271713525056839 (0.12452608793973922) | > loss_disc_real_1: 0.2629473805427551 (0.2271895080804825) | > loss_disc_real_2: 0.23520277440547943 (0.19298385381698607) | > loss_disc_real_3: 0.22643627226352692 (0.240656515955925) | > loss_disc_real_4: 0.2602865993976593 (0.23277038633823394) | > loss_disc_real_5: 0.21614329516887665 (0.23944702744483948) | > loss_0: 2.446702241897583 (2.3510135650634765) | > loss_gen: 2.3753178119659424 (2.435006523132324) | > loss_kl: 2.6820168495178223 (3.172851228713989) | > loss_feat: 4.66700553894043 (6.2564465522766115) | > loss_mel: 19.15924072265625 (18.677619552612306) | > loss_duration: 2.3084716796875 (2.3976573944091797) | > loss_1: 31.192052841186523 (32.939581298828124)  --> STEP: 6 | > loss_disc: 2.3830819129943848 (2.356358289718628) | > loss_disc_real_0: 0.14975783228874207 (0.12873137866457304) | > loss_disc_real_1: 0.2666396498680115 (0.2337645317117373) | > loss_disc_real_2: 0.22766615450382233 (0.19876423726479212) | > loss_disc_real_3: 0.2732885777950287 (0.24609519292910895) | > loss_disc_real_4: 0.21443264186382294 (0.22971409559249878) | > loss_disc_real_5: 0.1914614886045456 (0.23144943763812384) | > loss_0: 2.3830819129943848 (2.356358289718628) | > loss_gen: 2.4836487770080566 (2.4431135654449463) | > loss_kl: 3.4648451805114746 (3.2215168873469033) | > loss_feat: 5.555354118347168 (6.139597813288371) | > loss_mel: 18.069589614868164 (18.57628122965495) | > loss_duration: 2.166044235229492 (2.359055201212565) | > loss_1: 31.73948097229004 (32.73956457773844)  --> STEP: 7 | > loss_disc: 2.107391595840454 (2.320791619164603) | > loss_disc_real_0: 0.10142302513122559 (0.12483018530266625) | > loss_disc_real_1: 0.2564401626586914 (0.23700390756130219) | > loss_disc_real_2: 0.1730537712574005 (0.19509131354945047) | > loss_disc_real_3: 0.22423036396503448 (0.24297164593424117) | > loss_disc_real_4: 0.18564344942569733 (0.22341828899724142) | > loss_disc_real_5: 0.15124455094337463 (0.2199915966817311) | > loss_0: 2.107391595840454 (2.320791619164603) | > loss_gen: 2.701972723007202 (2.480093445096697) | > loss_kl: 4.207455158233643 (3.3623652117592946) | > loss_feat: 8.202144622802734 (6.4342473575047086) | > loss_mel: 18.98383903503418 (18.634503773280553) | > loss_duration: 2.6084537506103516 (2.3946835654122487) | > loss_1: 36.70386505126953 (33.30589321681431)  --> STEP: 8 | > loss_disc: 2.3950037956237793 (2.330068141222) | > loss_disc_real_0: 0.18535158038139343 (0.13239535968750715) | > loss_disc_real_1: 0.19584134221076965 (0.23185858689248562) | > loss_disc_real_2: 0.20636028051376343 (0.19649993441998959) | > loss_disc_real_3: 0.24119554460048676 (0.24274963326752186) | > loss_disc_real_4: 0.20278459787368774 (0.22083907760679722) | > loss_disc_real_5: 0.27188757061958313 (0.2264785934239626) | > loss_0: 2.3950037956237793 (2.330068141222) | > loss_gen: 2.4746346473693848 (2.479411095380783) | > loss_kl: 3.1566050052642822 (3.336645185947418) | > loss_feat: 7.75465202331543 (6.599297940731049) | > loss_mel: 16.460769653320312 (18.362787008285522) | > loss_duration: 2.312821865081787 (2.384450852870941) | > loss_1: 32.159481048583984 (33.16259169578552)  --> STEP: 9 | > loss_disc: 2.49061918258667 (2.3479071458180747) | > loss_disc_real_0: 0.2354811429977417 (0.14384933561086655) | > loss_disc_real_1: 0.32887694239616394 (0.2426384041706721) | > loss_disc_real_2: 0.1791052371263504 (0.1945671902762519) | > loss_disc_real_3: 0.19998478889465332 (0.2379979838927587) | > loss_disc_real_4: 0.2683449387550354 (0.22611750662326813) | > loss_disc_real_5: 0.23084381222724915 (0.22696361773543888) | > loss_0: 2.49061918258667 (2.3479071458180747) | > loss_gen: 2.5854203701019287 (2.4911899036831326) | > loss_kl: 2.5535120964050293 (3.249630398220486) | > loss_feat: 10.83980655670166 (7.070465564727783) | > loss_mel: 18.124326705932617 (18.3362914191352) | > loss_duration: 2.179011583328247 (2.3616242673661976) | > loss_1: 36.28207778930664 (33.509201261732315)  --> STEP: 10 | > loss_disc: 2.7303307056427 (2.386149501800537) | > loss_disc_real_0: 0.22912530601024628 (0.15237693265080451) | > loss_disc_real_1: 0.2565082013607025 (0.24402538388967515) | > loss_disc_real_2: 0.2116156965494156 (0.19627204090356826) | > loss_disc_real_3: 0.32040122151374817 (0.24623830765485763) | > loss_disc_real_4: 0.3101944029331207 (0.2345251962542534) | > loss_disc_real_5: 0.3812585473060608 (0.24239311069250108) | > loss_0: 2.7303307056427 (2.386149501800537) | > loss_gen: 2.567103862762451 (2.4987812995910645) | > loss_kl: 3.2588655948638916 (3.250553917884827) | > loss_feat: 6.236939430236816 (6.987112951278687) | > loss_mel: 18.54800033569336 (18.357462310791014) | > loss_duration: 2.357365608215332 (2.361198401451111) | > loss_1: 32.9682731628418 (33.45510845184326)  --> STEP: 11 | > loss_disc: 2.4243805408477783 (2.3896250508048316) | > loss_disc_real_0: 0.20479172468185425 (0.15714191374453632) | > loss_disc_real_1: 0.25619298219680786 (0.24513152919032358) | > loss_disc_real_2: 0.2334815114736557 (0.1996547200463035) | > loss_disc_real_3: 0.23618008196353912 (0.2453239235011014) | > loss_disc_real_4: 0.18932099640369415 (0.2304157235405662) | > loss_disc_real_5: 0.2418898493051529 (0.2423473596572876) | > loss_0: 2.4243805408477783 (2.3896250508048316) | > loss_gen: 2.3869595527648926 (2.4886156862432305) | > loss_kl: 3.7899692058563232 (3.2995916713367808) | > loss_feat: 4.849006652832031 (6.792739651419899) | > loss_mel: 12.948908805847168 (17.865775628523394) | > loss_duration: 2.5024209022521973 (2.374036810614846) | > loss_1: 26.477264404296875 (32.820758992975406)  --> STEP: 12 | > loss_disc: 2.5457921028137207 (2.402638971805572) | > loss_disc_real_0: 0.11253353953361511 (0.15342454922695956) | > loss_disc_real_1: 0.3001493215560913 (0.24971634522080421) | > loss_disc_real_2: 0.22865834832191467 (0.2020716890692711) | > loss_disc_real_3: 0.23197494447231293 (0.2442115085820357) | > loss_disc_real_4: 0.22041024267673492 (0.22958193346858025) | > loss_disc_real_5: 0.260201632976532 (0.24383521576722464) | > loss_0: 2.5457921028137207 (2.402638971805572) | > loss_gen: 2.2067720890045166 (2.465128719806671) | > loss_kl: 3.1184699535369873 (3.2844981948534646) | > loss_feat: 5.019598960876465 (6.644977927207947) | > loss_mel: 15.464076042175293 (17.665633996327717) | > loss_duration: 2.31907320022583 (2.369456509749095) | > loss_1: 28.12799072265625 (32.429694970448814)  --> STEP: 13 | > loss_disc: 2.5247883796691895 (2.4120350801027732) | > loss_disc_real_0: 0.14148199558258057 (0.15250589125431502) | > loss_disc_real_1: 0.3012598752975464 (0.2536812321497844) | > loss_disc_real_2: 0.23442700505256653 (0.2045605595295246) | > loss_disc_real_3: 0.3122510015964508 (0.24944531573699072) | > loss_disc_real_4: 0.23410405218601227 (0.22992978875453657) | > loss_disc_real_5: 0.32923662662506104 (0.2504045550639813) | > loss_0: 2.5247883796691895 (2.4120350801027732) | > loss_gen: 2.565401077270508 (2.47284197807312) | > loss_kl: 3.2808377742767334 (3.2842166240398702) | > loss_feat: 6.2373809814453125 (6.613624315995437) | > loss_mel: 15.165321350097656 (17.47330225431002) | > loss_duration: 2.2689809799194336 (2.361727622839121) | > loss_1: 29.517921447753906 (32.205712391779976)  --> STEP: 14 | > loss_disc: 2.324850082397461 (2.4058075802666794) | > loss_disc_real_0: 0.1410655677318573 (0.15168872528842517) | > loss_disc_real_1: 0.2097422480583191 (0.25054273328610827) | > loss_disc_real_2: 0.2420455366373062 (0.20723805789436614) | > loss_disc_real_3: 0.24052821099758148 (0.24880837968417577) | > loss_disc_real_4: 0.23128469288349152 (0.2300265676208905) | > loss_disc_real_5: 0.24175061285495758 (0.2497864163347653) | > loss_0: 2.324850082397461 (2.4058075802666794) | > loss_gen: 2.548279285430908 (2.478230357170105) | > loss_kl: 3.1501667499542236 (3.2746416330337524) | > loss_feat: 7.1957316398620605 (6.6552034105573386) | > loss_mel: 17.85820770263672 (17.50079550061907) | > loss_duration: 2.427950620651245 (2.366457836968558) | > loss_1: 33.180335998535156 (32.27532836369106)  --> STEP: 15 | > loss_disc: 2.4903724193573 (2.4114452362060543) | > loss_disc_real_0: 0.13407546281814575 (0.15051450779040654) | > loss_disc_real_1: 0.20296666026115417 (0.24737099508444466) | > loss_disc_real_2: 0.2665683627128601 (0.2111934115489324) | > loss_disc_real_3: 0.2464035153388977 (0.24864805539449056) | > loss_disc_real_4: 0.206074059009552 (0.22842973371346792) | > loss_disc_real_5: 0.2212671935558319 (0.24788513481616975) | > loss_0: 2.4903724193573 (2.4114452362060543) | > loss_gen: 2.2737042903900146 (2.4645952860514324) | > loss_kl: 2.8771328926086426 (3.248141050338745) | > loss_feat: 5.669829368591309 (6.589511807759603) | > loss_mel: 17.889495849609375 (17.526708857218424) | > loss_duration: 2.335466146469116 (2.3643917242685952) | > loss_1: 31.045629501342773 (32.1933484395345)  --> STEP: 16 | > loss_disc: 2.582202196121216 (2.422117546200752) | > loss_disc_real_0: 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(0.2575142060716947) | > loss_0: 2.3048300743103027 (2.43038006623586) | > loss_gen: 2.7075655460357666 (2.4752556218041315) | > loss_kl: 2.627394914627075 (3.142415682474772) | > loss_feat: 7.862048625946045 (6.5684545040130615) | > loss_mel: 17.20507049560547 (17.35671149359809) | > loss_duration: 2.241945743560791 (2.3654430309931436) | > loss_1: 32.64402770996094 (31.908280266655815)  --> STEP: 19 | > loss_disc: 2.5099661350250244 (2.434568806698447) | > loss_disc_real_0: 0.12526890635490417 (0.15379121625109723) | > loss_disc_real_1: 0.34786635637283325 (0.2614834394894148) | > loss_disc_real_2: 0.2085612714290619 (0.2123328800264158) | > loss_disc_real_3: 0.23953501880168915 (0.2470732464602119) | > loss_disc_real_4: 0.2553934156894684 (0.23195756344418778) | > loss_disc_real_5: 0.26898977160453796 (0.25811818320500224) | > loss_0: 2.5099661350250244 (2.434568806698447) | > loss_gen: 2.5709481239318848 (2.4802920692845394) | > loss_kl: 2.043670415878296 (3.0845869842328524) | > loss_feat: 6.982276439666748 (6.590234605889571) | > loss_mel: 15.843000411987305 (17.277042489302787) | > loss_duration: 2.3654556274414062 (2.365443693964105) | > loss_1: 29.805349349975586 (31.797599692093698)  --> STEP: 20 | > loss_disc: 2.577040195465088 (2.4416923761367793) | > loss_disc_real_0: 0.27085089683532715 (0.15964420028030873) | > loss_disc_real_1: 0.2597617208957672 (0.2613973535597324) | > loss_disc_real_2: 0.21785558760166168 (0.21260901540517807) | > loss_disc_real_3: 0.24636244773864746 (0.24703770652413368) | > loss_disc_real_4: 0.27172401547431946 (0.23394588604569436) | > loss_disc_real_5: 0.24563837051391602 (0.2574941925704479) | > loss_0: 2.577040195465088 (2.4416923761367793) | > loss_gen: 2.436148166656494 (2.4780848741531374) | > loss_kl: 2.150416135787964 (3.0378784418106077) | > loss_feat: 5.60894775390625 (6.541170263290406) | > loss_mel: 17.276981353759766 (17.277039432525633) | > loss_duration: 2.322723150253296 (2.3633076667785646) | > loss_1: 29.795217514038086 (31.697480583190917)  --> STEP: 21 | > loss_disc: 2.565659523010254 (2.4475955736069444) | > loss_disc_real_0: 0.19258826971054077 (0.16121296549127215) | > loss_disc_real_1: 0.3219185769557953 (0.26427931657859255) | > loss_disc_real_2: 0.2561337947845459 (0.21468162394705273) | > loss_disc_real_3: 0.3236430287361145 (0.2506855790104185) | > loss_disc_real_4: 0.29975423216819763 (0.2370796168134326) | > loss_disc_real_5: 0.21513845026493073 (0.2554772524606614) | > loss_0: 2.565659523010254 (2.4475955736069444) | > loss_gen: 2.6224772930145264 (2.4849607036227273) | > loss_kl: 3.229137659072876 (3.0469860235850015) | > loss_feat: 5.709740161895752 (6.501578353700184) | > loss_mel: 15.35021686553955 (17.18528597695487) | > loss_duration: 2.1889748573303223 (2.3550061044238864) | > loss_1: 29.10054588317871 (31.57381702604748)  --> STEP: 22 | > loss_disc: 2.3643319606781006 (2.4438108639283604) | > loss_disc_real_0: 0.12511098384857178 (0.15957196632569487) | > loss_disc_real_1: 0.18093544244766235 (0.26049095866355026) | > loss_disc_real_2: 0.2254561483860016 (0.21517137505791403) | > loss_disc_real_3: 0.25090500712394714 (0.2506955530155789) | > loss_disc_real_4: 0.28393280506134033 (0.2392093071883375) | > loss_disc_real_5: 0.2821899354457855 (0.2566914653236216) | > loss_0: 2.3643319606781006 (2.4438108639283604) | > loss_gen: 2.5185301303863525 (2.4864865866574375) | > loss_kl: 2.529646873474121 (3.0234706076708706) | > loss_feat: 8.08580493927002 (6.5735886530442675) | > loss_mel: 20.328218460083008 (17.328146544369783) | > loss_duration: 2.1879916191101074 (2.3474145369096235) | > loss_1: 35.65019226074219 (31.759106809442695)  --> STEP: 23 | > loss_disc: 2.410362958908081 (2.4423566071883482) | > loss_disc_real_0: 0.2837159037590027 (0.1649695288227952) | > loss_disc_real_1: 0.2826594412326813 (0.2614548057317733) | > loss_disc_real_2: 0.2165478765964508 (0.2152312229508939) | > loss_disc_real_3: 0.25008442997932434 (0.2506689824487852) | > loss_disc_real_4: 0.17430849373340607 (0.236387532690297) | > loss_disc_real_5: 0.1913176029920578 (0.2538491234831188) | > loss_0: 2.410362958908081 (2.4423566071883482) | > loss_gen: 2.733241081237793 (2.49721504294354) | > loss_kl: 2.774766683578491 (3.0126573935798975) | > loss_feat: 8.044605255126953 (6.637545896613079) | > loss_mel: 16.75697135925293 (17.30331284066905) | > loss_duration: 2.2949464321136475 (2.3451333149619726) | > loss_1: 32.604530334472656 (31.795864354009215)  --> STEP: 24 | > loss_disc: 2.4827890396118164 (2.4440412918726593) | > loss_disc_real_0: 0.12175625562667847 (0.163168975772957) | > loss_disc_real_1: 0.2528286278247833 (0.26109538165231544) | > loss_disc_real_2: 0.22346577048301697 (0.2155743290980657) | > loss_disc_real_3: 0.2620086669921875 (0.2511414693047603) | > loss_disc_real_4: 0.24004344642162323 (0.23653986242910227) | > loss_disc_real_5: 0.27076274156570435 (0.2545538575698932) | > loss_0: 2.4827890396118164 (2.4440412918726593) | > loss_gen: 2.3045825958251953 (2.4891886909802756) | > loss_kl: 2.9661173820495605 (3.0107182264328003) | > loss_feat: 5.1525726318359375 (6.575672010580699) | > loss_mel: 17.150022506713867 (17.296925743420918) | > loss_duration: 2.4265964031219482 (2.348527610301972) | > loss_1: 29.99989128112793 (31.72103214263916)  --> STEP: 25 | > loss_disc: 2.764430522918701 (2.4568568611145007) | > loss_disc_real_0: 0.22251811623573303 (0.16554294139146805) | > loss_disc_real_1: 0.26294058561325073 (0.2611691898107529) | > loss_disc_real_2: 0.25500190258026123 (0.21715143203735351) | > loss_disc_real_3: 0.25439026951789856 (0.25127142131328584) | > loss_disc_real_4: 0.24022166430950165 (0.23668713450431825) | > loss_disc_real_5: 0.24612738192081451 (0.25421679854393003) | > loss_0: 2.764430522918701 (2.4568568611145007) | > loss_gen: 2.2047204971313477 (2.4778099632263184) | > loss_kl: 3.0591793060302734 (3.012656669616699) | > loss_feat: 6.066924095153809 (6.555322093963623) | > loss_mel: 14.028775215148926 (17.166199722290038) | > loss_duration: 2.386843204498291 (2.350060234069825) | > loss_1: 27.746442794799805 (31.562048568725587)  --> STEP: 26 | > loss_disc: 2.7183923721313477 (2.466915919230533) | > loss_disc_real_0: 0.19526401162147522 (0.16668605947723755) | > loss_disc_real_1: 0.24585604667663574 (0.260580222767133) | > loss_disc_real_2: 0.15079252421855927 (0.21459916635201529) | > loss_disc_real_3: 0.2618864178657532 (0.25167969041145766) | > loss_disc_real_4: 0.2150953859090805 (0.23585668263527063) | > loss_disc_real_5: 0.29396846890449524 (0.2557457089424133) | > loss_0: 2.7183923721313477 (2.466915919230533) | > loss_gen: 2.051173210144043 (2.4614008573385386) | > loss_kl: 2.7018048763275146 (3.000700831413269) | > loss_feat: 6.659801483154297 (6.5593405320094185) | > loss_mel: 18.54538345336914 (17.219245250408466) | > loss_duration: 2.310728073120117 (2.348547458648682) | > loss_1: 32.268890380859375 (31.589234792269192) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025405792089609 (+0.0003158495976374699) | > avg_loss_disc: 2.466915919230533 (+0.028500226827766983) | > avg_loss_disc_real_0: 0.16668605947723755 (+0.03856020191541085) | > avg_loss_disc_real_1: 0.260580222767133 (+0.043026961386203794) | > avg_loss_disc_real_2: 0.21459916635201529 (-0.038124126310531886) | > avg_loss_disc_real_3: 0.25167969041145766 (+0.01215447026949662) | > avg_loss_disc_real_4: 0.23585668263527063 (-0.012865484907076924) | > avg_loss_disc_real_5: 0.2557457089424133 (+0.019224832837398176) | > avg_loss_0: 2.466915919230533 (+0.028500226827766983) | > avg_loss_gen: 2.4614008573385386 (+0.03002127775779062) | > avg_loss_kl: 3.000700831413269 (+0.07762999718005847) | > avg_loss_feat: 6.5593405320094185 (-0.3264298255626965) | > avg_loss_mel: 17.219245250408466 (+0.21580421007596584) | > avg_loss_duration: 2.348547458648682 (+0.0006410341996412328) | > avg_loss_1: 31.589234792269192 (-0.002333054175746696)  > EPOCH: 790/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:10:55)   --> TIME: 2024-06-12 02:11:05 -- STEP: 24/330 -- GLOBAL_STEP: 348725 | > loss_disc: 2.388772487640381 (2.3156636456648503) | > loss_disc_real_0: 0.08856303989887238 (0.10217990912497044) | > loss_disc_real_1: 0.21668322384357452 (0.19821932973961034) | > loss_disc_real_2: 0.21408483386039734 (0.20842843254407248) | > loss_disc_real_3: 0.2357024848461151 (0.22723843653996786) | > loss_disc_real_4: 0.2370453029870987 (0.22807956424852213) | > loss_disc_real_5: 0.23152250051498413 (0.22311803698539734) | > loss_0: 2.388772487640381 (2.3156636456648503) | > grad_norm_0: tensor(4.2163, device='cuda:0') (tensor(7.5193, device='cuda:0')) | > loss_gen: 2.450212240219116 (2.5129454632600154) | > loss_kl: 1.9948089122772217 (1.9252886821826298) | > loss_feat: 6.878260612487793 (6.888885676860809) | > loss_mel: 17.283977508544922 (17.41670521100362) | > loss_duration: 1.9341635704040527 (2.0326223820447917) | > loss_1: 30.541423797607422 (30.776447534561157) | > grad_norm_1: tensor(48.5366, device='cuda:0') (tensor(95.3956, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.35 (0.35565826296806335) | > loader_time: 0.0035 (0.0031348963578542075)  --> TIME: 2024-06-12 02:11:14 -- STEP: 49/330 -- GLOBAL_STEP: 348750 | > loss_disc: 2.310728073120117 (2.3385159336790746) | > loss_disc_real_0: 0.09119296073913574 (0.10454733472089378) | > loss_disc_real_1: 0.17227192223072052 (0.19568228447923855) | > loss_disc_real_2: 0.1927826851606369 (0.21074084785519814) | > loss_disc_real_3: 0.21954786777496338 (0.22681236327910909) | > loss_disc_real_4: 0.2202567458152771 (0.2299969038184808) | > loss_disc_real_5: 0.20715980231761932 (0.22089775879772341) | > loss_0: 2.310728073120117 (2.3385159336790746) | > grad_norm_0: tensor(11.0579, device='cuda:0') (tensor(8.4675, device='cuda:0')) | > loss_gen: 2.4480884075164795 (2.5007476660670074) | > loss_kl: 2.0545198917388916 (1.9512180552190663) | > loss_feat: 7.035223007202148 (6.954294126860949) | > loss_mel: 17.776405334472656 (17.36993665111308) | > loss_duration: 1.94106125831604 (1.9984436521724784) | > loss_1: 31.25529670715332 (30.774640024924764) | > grad_norm_1: tensor(121.1948, device='cuda:0') (tensor(97.9580, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.3575 (0.35637157303946343) | > loader_time: 0.0033 (0.003276323785587233)  --> TIME: 2024-06-12 02:11:24 -- STEP: 74/330 -- GLOBAL_STEP: 348775 | > loss_disc: 2.335628032684326 (2.340060031091845) | > loss_disc_real_0: 0.10340875387191772 (0.10533239340057245) | > loss_disc_real_1: 0.19133885204792023 (0.19536404996304896) | > loss_disc_real_2: 0.19522136449813843 (0.21042762012095065) | > loss_disc_real_3: 0.2276986688375473 (0.2270939491085104) | > loss_disc_real_4: 0.20706921815872192 (0.23020516778971697) | > loss_disc_real_5: 0.2023833841085434 (0.22286742663866765) | > loss_0: 2.335628032684326 (2.340060031091845) | > grad_norm_0: tensor(6.7946, device='cuda:0') (tensor(8.3793, device='cuda:0')) | > loss_gen: 2.483074426651001 (2.4975225409945936) | > loss_kl: 1.9465687274932861 (1.9520941924404454) | > loss_feat: 7.429267883300781 (7.006064112121995) | > loss_mel: 17.66490936279297 (17.432129834149336) | > loss_duration: 1.9145801067352295 (1.9860654940476292) | > loss_1: 31.438398361206055 (30.87387600460568) | > grad_norm_1: tensor(108.3729, device='cuda:0') (tensor(93.7701, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.3838 (0.361727476119995) | > loader_time: 0.0044 (0.0035376419892182223)  --> TIME: 2024-06-12 02:11:33 -- STEP: 99/330 -- GLOBAL_STEP: 348800 | > loss_disc: 2.3381621837615967 (2.3402942912747156) | > loss_disc_real_0: 0.11364558339118958 (0.10656547501231685) | > loss_disc_real_1: 0.19956181943416595 (0.19510064642838754) | > loss_disc_real_2: 0.1853761523962021 (0.21044582203783171) | > loss_disc_real_3: 0.21147258579730988 (0.22762117662815132) | > loss_disc_real_4: 0.23029795289039612 (0.230276001824273) | > loss_disc_real_5: 0.22547252476215363 (0.22373531277131553) | > loss_0: 2.3381621837615967 (2.3402942912747156) | > grad_norm_0: tensor(7.6082, device='cuda:0') (tensor(8.2154, device='cuda:0')) | > loss_gen: 2.5986433029174805 (2.4994044905961186) | > loss_kl: 1.9732921123504639 (1.964361998769972) | > loss_feat: 6.86649227142334 (6.991932878590593) | > loss_mel: 17.65812873840332 (17.37204038253938) | > loss_duration: 2.0042717456817627 (1.987071240791167) | > loss_1: 31.100830078125 (30.814810916630908) | > grad_norm_1: tensor(76.2788, device='cuda:0') (tensor(91.2383, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.383 (0.36443598824317996) | > loader_time: 0.0038 (0.003616068098280165)  --> TIME: 2024-06-12 02:11:43 -- STEP: 124/330 -- GLOBAL_STEP: 348825 | > loss_disc: 2.39381742477417 (2.3508523452666488) | > loss_disc_real_0: 0.12274166941642761 (0.10887877793321686) | > loss_disc_real_1: 0.1908828765153885 (0.19644885966854708) | > loss_disc_real_2: 0.23418618738651276 (0.21198200001831977) | > loss_disc_real_3: 0.21670696139335632 (0.22805721276710111) | > loss_disc_real_4: 0.21763679385185242 (0.23128713859665778) | > loss_disc_real_5: 0.20586539804935455 (0.22340508754695615) | > loss_0: 2.39381742477417 (2.3508523452666488) | > grad_norm_0: tensor(6.8927, device='cuda:0') (tensor(8.3506, device='cuda:0')) | > loss_gen: 2.431489944458008 (2.4881725907325762) | > loss_kl: 2.0039260387420654 (1.976404369838776) | > loss_feat: 6.98323392868042 (6.96957726247849) | > loss_mel: 16.936716079711914 (17.38013571308505) | > loss_duration: 1.9990508556365967 (1.991290540464463) | > loss_1: 30.354415893554688 (30.805580431415187) | > grad_norm_1: tensor(128.1233, device='cuda:0') (tensor(89.4530, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.383 (0.3673001566240863) | > loader_time: 0.0047 (0.0037451982498168945)  --> TIME: 2024-06-12 02:11:53 -- STEP: 149/330 -- GLOBAL_STEP: 348850 | > loss_disc: 2.363469123840332 (2.3531059818779854) | > loss_disc_real_0: 0.11354538798332214 (0.11022437073840391) | > loss_disc_real_1: 0.22206977009773254 (0.19697698020695031) | > loss_disc_real_2: 0.21761584281921387 (0.21215276430117203) | > loss_disc_real_3: 0.22160126268863678 (0.22784087891946703) | > loss_disc_real_4: 0.2248309999704361 (0.23080785152496108) | > loss_disc_real_5: 0.24153605103492737 (0.2231704235676951) | > loss_0: 2.363469123840332 (2.3531059818779854) | > grad_norm_0: tensor(19.5556, device='cuda:0') (tensor(8.6420, device='cuda:0')) | > loss_gen: 2.4605767726898193 (2.4826462188823126) | > loss_kl: 2.0617730617523193 (1.982519426601845) | > loss_feat: 6.29265832901001 (6.981118147805233) | > loss_mel: 17.133495330810547 (17.365856573885715) | > loss_duration: 2.0243308544158936 (1.9957892806738016) | > loss_1: 29.97283363342285 (30.80792958304386) | > grad_norm_1: tensor(145.1808, device='cuda:0') (tensor(90.3148, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.3814 (0.3703956251976473) | > loader_time: 0.0049 (0.0038939706431139237)  --> TIME: 2024-06-12 02:12:03 -- STEP: 174/330 -- GLOBAL_STEP: 348875 | > loss_disc: 2.39896297454834 (2.3571505793209724) | > loss_disc_real_0: 0.13031917810440063 (0.1121096527096869) | > loss_disc_real_1: 0.18270131945610046 (0.19691505343064486) | > loss_disc_real_2: 0.2081434279680252 (0.21189464740026956) | > loss_disc_real_3: 0.21239374577999115 (0.22857215580926543) | > loss_disc_real_4: 0.21937930583953857 (0.23136946807305017) | > loss_disc_real_5: 0.2287619560956955 (0.22343653217814435) | > loss_0: 2.39896297454834 (2.3571505793209724) | > grad_norm_0: tensor(13.8956, device='cuda:0') (tensor(8.7884, device='cuda:0')) | > loss_gen: 2.2986350059509277 (2.477989821598449) | > loss_kl: 2.0133631229400635 (1.9875114971193775) | > loss_feat: 6.992668628692627 (6.970020518905815) | > loss_mel: 17.120803833007812 (17.341134361837113) | > loss_duration: 2.1086058616638184 (2.002087307387385) | > loss_1: 30.534076690673828 (30.77874343696682) | > grad_norm_1: tensor(336.0919, device='cuda:0') (tensor(95.4499, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.3871 (0.3752617479740887) | > loader_time: 0.0061 (0.004027204952020757)  --> TIME: 2024-06-12 02:12:13 -- STEP: 199/330 -- GLOBAL_STEP: 348900 | > loss_disc: 2.370351791381836 (2.363892918256059) | > loss_disc_real_0: 0.11787997931241989 (0.11409966370568203) | > loss_disc_real_1: 0.2501258850097656 (0.19689722696141373) | > loss_disc_real_2: 0.23850511014461517 (0.21256773825266853) | > loss_disc_real_3: 0.23335808515548706 (0.22905268628693107) | > loss_disc_real_4: 0.22840677201747894 (0.23191398352234807) | > loss_disc_real_5: 0.22046245634555817 (0.22384891220972167) | > loss_0: 2.370351791381836 (2.363892918256059) | > grad_norm_0: tensor(6.4856, device='cuda:0') (tensor(10.3346, device='cuda:0')) | > loss_gen: 2.508556842803955 (2.4734412892979005) | > loss_kl: 1.920722484588623 (1.993317141604783) | > loss_feat: 6.2981038093566895 (6.96761778730843) | > loss_mel: 17.030187606811523 (17.29698468213107) | > loss_duration: 2.123940944671631 (2.0109249419303388) | > loss_1: 29.881511688232422 (30.742285819508922) | > grad_norm_1: tensor(154.0096, device='cuda:0') (tensor(114.6771, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.4035 (0.3781178488803268) | > loader_time: 0.0054 (0.004128850285132327)  --> TIME: 2024-06-12 02:12:24 -- STEP: 224/330 -- GLOBAL_STEP: 348925 | > loss_disc: 2.3045592308044434 (2.361354934317724) | > loss_disc_real_0: 0.09119032323360443 (0.11469605455308088) | > loss_disc_real_1: 0.1807720810174942 (0.19673223933205003) | > loss_disc_real_2: 0.19921426475048065 (0.2118179714307189) | > loss_disc_real_3: 0.22337745130062103 (0.22881934718628014) | > loss_disc_real_4: 0.20848782360553741 (0.23172944498115353) | > loss_disc_real_5: 0.15934787690639496 (0.2229350487967687) | > loss_0: 2.3045592308044434 (2.361354934317724) | > grad_norm_0: tensor(24.4248, device='cuda:0') (tensor(13.1186, device='cuda:0')) | > loss_gen: 2.572998046875 (2.4789657975946158) | > loss_kl: 1.917837381362915 (1.9990276651723045) | > loss_feat: 7.641465187072754 (6.976247778960636) | > loss_mel: 16.992971420288086 (17.24947487030712) | > loss_duration: 2.133002996444702 (2.0190887238298134) | > loss_1: 31.25827407836914 (30.722804844379425) | > grad_norm_1: tensor(609.7603, device='cuda:0') (tensor(145.6624, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.4292 (0.3813688095126832) | > loader_time: 0.0052 (0.004248223134449549)  --> TIME: 2024-06-12 02:12:35 -- STEP: 249/330 -- GLOBAL_STEP: 348950 | > loss_disc: 2.350440502166748 (2.3619322671468947) | > loss_disc_real_0: 0.09999849647283554 (0.11548300922276025) | > loss_disc_real_1: 0.1655549854040146 (0.19677616972999873) | > loss_disc_real_2: 0.22262653708457947 (0.21171539477315773) | > loss_disc_real_3: 0.26426252722740173 (0.22903032469222823) | > loss_disc_real_4: 0.22251904010772705 (0.23165163774806333) | > loss_disc_real_5: 0.19426733255386353 (0.22288907621519632) | > loss_0: 2.350440502166748 (2.3619322671468947) | > grad_norm_0: tensor(18.3787, device='cuda:0') (tensor(15.0286, device='cuda:0')) | > loss_gen: 2.505899429321289 (2.482402791938629) | > loss_kl: 2.133147716522217 (2.0016689209574197) | > loss_feat: 6.40625524520874 (6.979636741929265) | > loss_mel: 16.144805908203125 (17.216107437409566) | > loss_duration: 2.1079583168029785 (2.0280126711450883) | > loss_1: 29.298065185546875 (30.707828605988897) | > grad_norm_1: tensor(502.8102, device='cuda:0') (tensor(171.6050, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.4124 (0.38536218467007666) | > loader_time: 0.0057 (0.004396955650973032)  --> TIME: 2024-06-12 02:12:46 -- STEP: 274/330 -- GLOBAL_STEP: 348975 | > loss_disc: 2.3655388355255127 (2.364738768904748) | > loss_disc_real_0: 0.14572851359844208 (0.11758270723758822) | > loss_disc_real_1: 0.21078327298164368 (0.19710332601174818) | > loss_disc_real_2: 0.24870042502880096 (0.2115093742082589) | > loss_disc_real_3: 0.2288283407688141 (0.22895613171323373) | > loss_disc_real_4: 0.24368596076965332 (0.2315404420025157) | > loss_disc_real_5: 0.23535841703414917 (0.22280972489040263) | > loss_0: 2.3655388355255127 (2.364738768904748) | > grad_norm_0: tensor(38.1286, device='cuda:0') (tensor(16.5348, device='cuda:0')) | > loss_gen: 2.503662586212158 (2.4811892692190023) | > loss_kl: 2.1621432304382324 (2.005134952329371) | > loss_feat: 6.916806221008301 (6.989171480610422) | > loss_mel: 16.045316696166992 (17.167763612566215) | > loss_duration: 2.1069211959838867 (2.0367901351330024) | > loss_1: 29.734848022460938 (30.680049492494902) | > grad_norm_1: tensor(437.4331, device='cuda:0') (tensor(188.5912, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.4449 (0.3900133910840444) | > loader_time: 0.0061 (0.004548901188982663)  --> TIME: 2024-06-12 02:12:57 -- STEP: 299/330 -- GLOBAL_STEP: 349000 | > loss_disc: 2.4695703983306885 (2.368271161879982) | > loss_disc_real_0: 0.12748244404792786 (0.1187474085983624) | > loss_disc_real_1: 0.21514426171779633 (0.197620534577896) | > loss_disc_real_2: 0.23325181007385254 (0.21163205239286395) | > loss_disc_real_3: 0.2328430414199829 (0.2288802028400045) | > loss_disc_real_4: 0.24063792824745178 (0.23185220121539954) | > loss_disc_real_5: 0.24715293943881989 (0.2230827424139482) | > loss_0: 2.4695703983306885 (2.368271161879982) | > grad_norm_0: tensor(9.8708, device='cuda:0') (tensor(17.3507, device='cuda:0')) | > loss_gen: 2.2951245307922363 (2.4766153045322583) | > loss_kl: 2.078627824783325 (2.010129463712507) | > loss_feat: 7.048102378845215 (6.998169924503186) | > loss_mel: 16.06941795349121 (17.125163374935912) | > loss_duration: 2.191206693649292 (2.0474014768632327) | > loss_1: 29.682477951049805 (30.657479608338015) | > grad_norm_1: tensor(41.1971, device='cuda:0') (tensor(201.1872, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.4718 (0.3959193333335544) | > loader_time: 0.0068 (0.004723902928789324) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_349000.pth  --> TIME: 2024-06-12 02:13:16 -- STEP: 324/330 -- GLOBAL_STEP: 349025 | > loss_disc: 2.6640090942382812 (2.3731887634889564) | > loss_disc_real_0: 0.27573421597480774 (0.12063725858374878) | > loss_disc_real_1: 0.25922703742980957 (0.1983398300722058) | > loss_disc_real_2: 0.281857967376709 (0.211877117600338) | > loss_disc_real_3: 0.24001643061637878 (0.22903524647340362) | > loss_disc_real_4: 0.2971187233924866 (0.23195015445903497) | > loss_disc_real_5: 0.2062995433807373 (0.22338084090087149) | > loss_0: 2.6640090942382812 (2.3731887634889564) | > grad_norm_0: tensor(18.2630, device='cuda:0') (tensor(18.0477, device='cuda:0')) | > loss_gen: 2.5011892318725586 (2.4753989820127136) | > loss_kl: 2.2396786212921143 (2.0151986707875746) | > loss_feat: 8.011995315551758 (7.04389034377204) | > loss_mel: 17.150894165039062 (17.09645314569827) | > loss_duration: 2.2704215049743652 (2.0619577022246336) | > loss_1: 32.17417907714844 (30.69289889159026) | > grad_norm_1: tensor(115.6064, device='cuda:0') (tensor(216.3264, device='cuda:0')) | > current_lr_0: 0.00018119271600602286 | > current_lr_1: 0.00018119271600602286 | > step_time: 0.6023 (0.4074147777792848) | > loader_time: 0.0094 (0.004974435141057143)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.729116201400757 (2.729116201400757) | > loss_disc_real_0: 0.35411232709884644 (0.35411232709884644) | > loss_disc_real_1: 0.26160725951194763 (0.26160725951194763) | > loss_disc_real_2: 0.26196524500846863 (0.26196524500846863) | > loss_disc_real_3: 0.27793753147125244 (0.27793753147125244) | > loss_disc_real_4: 0.2769119441509247 (0.2769119441509247) | > loss_disc_real_5: 0.2617775797843933 (0.2617775797843933) | > loss_0: 2.729116201400757 (2.729116201400757) | > loss_gen: 2.5246574878692627 (2.5246574878692627) | > loss_kl: 3.042602300643921 (3.042602300643921) | > loss_feat: 3.9207444190979004 (3.9207444190979004) | > loss_mel: 12.527276992797852 (12.527276992797852) | > loss_duration: 3.139374256134033 (3.139374256134033) | > loss_1: 25.15465545654297 (25.15465545654297)  --> STEP: 1 | > loss_disc: 2.3687844276428223 (2.3687844276428223) | > loss_disc_real_0: 0.12748229503631592 (0.12748229503631592) | > loss_disc_real_1: 0.3198953866958618 (0.3198953866958618) | > loss_disc_real_2: 0.2602389454841614 (0.2602389454841614) | > loss_disc_real_3: 0.26225924491882324 (0.26225924491882324) | > loss_disc_real_4: 0.24306745827198029 (0.24306745827198029) | > loss_disc_real_5: 0.17468731105327606 (0.17468731105327606) | > loss_0: 2.3687844276428223 (2.3687844276428223) | > loss_gen: 2.6279609203338623 (2.6279609203338623) | > loss_kl: 2.7030463218688965 (2.7030463218688965) | > loss_feat: 5.603288173675537 (5.603288173675537) | > loss_mel: 17.508872985839844 (17.508872985839844) | > loss_duration: 2.4680161476135254 (2.4680161476135254) | > loss_1: 30.911184310913086 (30.911184310913086)  --> STEP: 2 | > loss_disc: 2.467165946960449 (2.4179751873016357) | > loss_disc_real_0: 0.14861640334129333 (0.13804934918880463) | > loss_disc_real_1: 0.2781165838241577 (0.29900598526000977) | > loss_disc_real_2: 0.1816049963235855 (0.22092197090387344) | > loss_disc_real_3: 0.3001258373260498 (0.2811925411224365) | > loss_disc_real_4: 0.2846098840236664 (0.26383867114782333) | > loss_disc_real_5: 0.23923377692699432 (0.2069605439901352) | > loss_0: 2.467165946960449 (2.4179751873016357) | > loss_gen: 2.6692378520965576 (2.64859938621521) | > loss_kl: 2.9671671390533447 (2.8351067304611206) | > loss_feat: 5.8548808097839355 (5.729084491729736) | > loss_mel: 18.50092124938965 (18.004897117614746) | > loss_duration: 2.488356828689575 (2.4781864881515503) | > loss_1: 32.48056411743164 (31.695874214172363)  --> STEP: 3 | > loss_disc: 2.3811910152435303 (2.4057137966156006) | > loss_disc_real_0: 0.08841398358345032 (0.1215042273203532) | > loss_disc_real_1: 0.21873778104782104 (0.2722499171892802) | > loss_disc_real_2: 0.15487909317016602 (0.19890767832597098) | > loss_disc_real_3: 0.2907038927078247 (0.28436299165089923) | > loss_disc_real_4: 0.2368265986442566 (0.25483464697996777) | > loss_disc_real_5: 0.219122514128685 (0.21101453403631845) | > loss_0: 2.3811910152435303 (2.4057137966156006) | > loss_gen: 2.107125759124756 (2.4681081771850586) | > loss_kl: 4.036073684692383 (3.235429048538208) | > loss_feat: 4.626467227935791 (5.361545403798421) | > loss_mel: 15.66235065460205 (17.224048296610516) | > loss_duration: 2.3695712089538574 (2.441981395085653) | > loss_1: 28.80158805847168 (30.731112162272137)  --> STEP: 4 | > loss_disc: 2.5470409393310547 (2.441045582294464) | > loss_disc_real_0: 0.24921326339244843 (0.153431486338377) | > loss_disc_real_1: 0.33069273829460144 (0.2868606224656105) | > loss_disc_real_2: 0.26273322105407715 (0.2148640640079975) | > loss_disc_real_3: 0.3440238833427429 (0.29927821457386017) | > loss_disc_real_4: 0.26837801933288574 (0.25822049006819725) | > loss_disc_real_5: 0.22458328306674957 (0.21440672129392624) | > loss_0: 2.5470409393310547 (2.441045582294464) | > loss_gen: 2.7959022521972656 (2.5500566959381104) | > loss_kl: 3.355508327484131 (3.2654488682746887) | > loss_feat: 6.475235939025879 (5.639968037605286) | > loss_mel: 18.507417678833008 (17.544890642166138) | > loss_duration: 2.392972469329834 (2.429729163646698) | > loss_1: 33.527034759521484 (31.430092811584473)  --> STEP: 5 | > loss_disc: 2.613372564315796 (2.4755109786987304) | > loss_disc_real_0: 0.28312644362449646 (0.1793704777956009) | > loss_disc_real_1: 0.24765759706497192 (0.27902001738548277) | > loss_disc_real_2: 0.3120920956134796 (0.23430967032909394) | > loss_disc_real_3: 0.26097241044044495 (0.2916170537471771) | > loss_disc_real_4: 0.32267096638679504 (0.2711105853319168) | > loss_disc_real_5: 0.3049854636192322 (0.23252246975898744) | > loss_0: 2.613372564315796 (2.4755109786987304) | > loss_gen: 2.8371596336364746 (2.6074772834777833) | > loss_kl: 3.6920006275177 (3.350759220123291) | > loss_feat: 4.637790679931641 (5.4395325660705565) | > loss_mel: 17.988618850708008 (17.633636283874512) | > loss_duration: 2.405771017074585 (2.424937534332275) | > loss_1: 31.56134033203125 (31.45634231567383)  --> STEP: 6 | > loss_disc: 2.4323642253875732 (2.468319853146871) | > loss_disc_real_0: 0.2189779132604599 (0.18597171703974405) | > loss_disc_real_1: 0.36200469732284546 (0.2928507973750432) | > loss_disc_real_2: 0.32300546765327454 (0.24909230321645737) | > loss_disc_real_3: 0.32889121770858765 (0.29782941440741223) | > loss_disc_real_4: 0.24379634857177734 (0.2665582125385602) | > loss_disc_real_5: 0.2198794186115265 (0.23041529456774393) | > loss_0: 2.4323642253875732 (2.468319853146871) | > loss_gen: 3.197638511657715 (2.7058374881744385) | > loss_kl: 3.1699368953704834 (3.3206221659978232) | > loss_feat: 6.582462787628174 (5.630020936330159) | > loss_mel: 17.73826026916504 (17.651073614756267) | > loss_duration: 2.1939573287963867 (2.3864408334096274) | > loss_1: 32.88225555419922 (31.693994522094727)  --> STEP: 7 | > loss_disc: 2.5067617893218994 (2.473811558314732) | > loss_disc_real_0: 0.18538638949394226 (0.18588809881891524) | > loss_disc_real_1: 0.27921733260154724 (0.2909031595502581) | > loss_disc_real_2: 0.2826243042945862 (0.25388258908476147) | > loss_disc_real_3: 0.3416028916835785 (0.3040827683040074) | > loss_disc_real_4: 0.31234920024871826 (0.27309978221143993) | > loss_disc_real_5: 0.2738058269023895 (0.23661394204412187) | > loss_0: 2.5067617893218994 (2.473811558314732) | > loss_gen: 2.835210084915161 (2.7243192877088274) | > loss_kl: 4.148663520812988 (3.438913788114275) | > loss_feat: 6.417306900024414 (5.742490359715053) | > loss_mel: 16.450912475585938 (17.47962202344622) | > loss_duration: 2.488112211227417 (2.400965315955026) | > loss_1: 32.340206146240234 (31.78631046840123)  --> STEP: 8 | > loss_disc: 2.569267988204956 (2.48574361205101) | > loss_disc_real_0: 0.24182893335819244 (0.19288070313632488) | > loss_disc_real_1: 0.32647398114204407 (0.29534951224923134) | > loss_disc_real_2: 0.2073054313659668 (0.24806044436991215) | > loss_disc_real_3: 0.24258673191070557 (0.29639576375484467) | > loss_disc_real_4: 0.26289233565330505 (0.2718238513916731) | > loss_disc_real_5: 0.2747538089752197 (0.2413814254105091) | > loss_0: 2.569267988204956 (2.48574361205101) | > loss_gen: 2.8149735927581787 (2.7356510758399963) | > loss_kl: 3.1254069805145264 (3.3997254371643066) | > loss_feat: 9.984954833984375 (6.272798418998718) | > loss_mel: 19.980920791625977 (17.79228436946869) | > loss_duration: 2.2896804809570312 (2.3870547115802765) | > loss_1: 38.1959342956543 (32.58751344680786)  --> STEP: 9 | > loss_disc: 2.601081609725952 (2.4985589451260037) | > loss_disc_real_0: 0.2137271612882614 (0.19519697626431784) | > loss_disc_real_1: 0.43160802125930786 (0.31048934658368427) | > loss_disc_real_2: 0.20290623605251312 (0.24304331011242336) | > loss_disc_real_3: 0.3577895164489746 (0.3032172918319702) | > loss_disc_real_4: 0.3368571400642395 (0.2790497723552916) | > loss_disc_real_5: 0.30397525429725647 (0.24833629528681436) | > loss_0: 2.601081609725952 (2.4985589451260037) | > loss_gen: 3.3591980934143066 (2.8049340777926974) | > loss_kl: 2.1091573238372803 (3.2563289801279702) | > loss_feat: 7.934978485107422 (6.4574850930107965) | > loss_mel: 17.95257568359375 (17.810094515482586) | > loss_duration: 2.1786587238311768 (2.3638996018303766) | > loss_1: 33.534568786621094 (32.692741817898224)  --> STEP: 10 | > loss_disc: 2.787691831588745 (2.527472233772278) | > loss_disc_real_0: 0.18569281697273254 (0.1942465603351593) | > loss_disc_real_1: 0.36682960391044617 (0.31612337231636045) | > loss_disc_real_2: 0.31485939025878906 (0.25022491812705994) | > loss_disc_real_3: 0.34124431014060974 (0.30701999366283417) | > loss_disc_real_4: 0.3392520248889923 (0.28506999760866164) | > loss_disc_real_5: 0.33656400442123413 (0.25715906620025636) | > loss_0: 2.787691831588745 (2.527472233772278) | > loss_gen: 2.9072155952453613 (2.8151622295379637) | > loss_kl: 2.897400379180908 (3.220436120033264) | > loss_feat: 5.637382507324219 (6.375474834442139) | > loss_mel: 16.101730346679688 (17.639258098602294) | > loss_duration: 2.3754019737243652 (2.3650498390197754) | > loss_1: 29.919130325317383 (32.41538066864014)  --> STEP: 11 | > loss_disc: 2.466390609741211 (2.521919358860363) | > loss_disc_real_0: 0.13034294545650482 (0.18843714080073617) | > loss_disc_real_1: 0.24068880081176758 (0.3092656839977611) | > loss_disc_real_2: 0.2485932856798172 (0.2500765879045833) | > loss_disc_real_3: 0.26354655623435974 (0.3030678629875183) | > loss_disc_real_4: 0.20715542137622833 (0.2779868543148041) | > loss_disc_real_5: 0.21405074000358582 (0.2532401274551045) | > loss_0: 2.466390609741211 (2.521919358860363) | > loss_gen: 2.222297430038452 (2.761265429583463) | > loss_kl: 3.3991968631744385 (3.236687096682462) | > loss_feat: 5.4105353355407715 (6.287753061814741) | > loss_mel: 17.10082244873047 (17.590309403159402) | > loss_duration: 2.5583226680755615 (2.382620096206665) | > loss_1: 30.69117546081543 (32.25863474065607)  --> STEP: 12 | > loss_disc: 2.6952154636383057 (2.5363607009251914) | > loss_disc_real_0: 0.14573092758655548 (0.18487828969955444) | > loss_disc_real_1: 0.2587885558605194 (0.305059256652991) | > loss_disc_real_2: 0.32460224628448486 (0.2562870594362418) | > loss_disc_real_3: 0.3064526617527008 (0.30334992955128354) | > loss_disc_real_4: 0.2839770019054413 (0.2784860332806905) | > loss_disc_real_5: 0.28055161237716675 (0.255516084531943) | > loss_0: 2.6952154636383057 (2.5363607009251914) | > loss_gen: 2.4374420642852783 (2.7342801491419473) | > loss_kl: 2.9263851642608643 (3.2108286023139954) | > loss_feat: 4.486209392547607 (6.137624422709147) | > loss_mel: 16.39812469482422 (17.490960677464802) | > loss_duration: 2.2638747692108154 (2.3727246522903442) | > loss_1: 28.512035369873047 (31.946418126424152)  --> STEP: 13 | > loss_disc: 2.426682949066162 (2.527923950782189) | > loss_disc_real_0: 0.23985250294208527 (0.18910707533359528) | > loss_disc_real_1: 0.29283979535102844 (0.30411929809130156) | > loss_disc_real_2: 0.2486482709646225 (0.2556994603230403) | > loss_disc_real_3: 0.3113462030887604 (0.3039650275157048) | > loss_disc_real_4: 0.2462446391582489 (0.27600592604050267) | > loss_disc_real_5: 0.19554810225963593 (0.25090316281868863) | > loss_0: 2.426682949066162 (2.527923950782189) | > loss_gen: 2.901212215423584 (2.747121077317458) | > loss_kl: 3.169116973876953 (3.207620015511146) | > loss_feat: 7.7838006019592285 (6.264253359574538) | > loss_mel: 16.736661911010742 (17.432937695429874) | > loss_duration: 2.245457887649536 (2.3629349011641283) | > loss_1: 32.83625030517578 (32.01486675555889)  --> STEP: 14 | > loss_disc: 2.4461636543273926 (2.5220839296068465) | > loss_disc_real_0: 0.16672392189502716 (0.18750827865941183) | > loss_disc_real_1: 0.22783231735229492 (0.29867022803851534) | > loss_disc_real_2: 0.18017590045928955 (0.2503049203327724) | > loss_disc_real_3: 0.3226848542690277 (0.305302157998085) | > loss_disc_real_4: 0.25765690207481384 (0.2746952814715249) | > loss_disc_real_5: 0.26568371057510376 (0.2519589162298611) | > loss_0: 2.4461636543273926 (2.5220839296068465) | > loss_gen: 2.576615810394287 (2.7349421296800887) | > loss_kl: 4.3110833168029785 (3.286438822746277) | > loss_feat: 6.067691802978516 (6.250213248389108) | > loss_mel: 18.59776496887207 (17.516139643532888) | > loss_duration: 2.3732192516326904 (2.3636694976261685) | > loss_1: 33.92637634277344 (32.15140315464564)  --> STEP: 15 | > loss_disc: 2.6664891242980957 (2.531710942586263) | > loss_disc_real_0: 0.25090017914772034 (0.1917344053586324) | > loss_disc_real_1: 0.32044360041618347 (0.30012178619702656) | > loss_disc_real_2: 0.23585593700408936 (0.24934165477752684) | > loss_disc_real_3: 0.313037633895874 (0.30581785639127096) | > loss_disc_real_4: 0.22395381331443787 (0.2713125169277191) | > loss_disc_real_5: 0.23513810336589813 (0.25083752870559695) | > loss_0: 2.6664891242980957 (2.531710942586263) | > loss_gen: 2.70316481590271 (2.73282364209493) | > loss_kl: 3.7942452430725098 (3.320292584101359) | > loss_feat: 7.685245513916016 (6.345882066090902) | > loss_mel: 17.591028213500977 (17.521132214864096) | > loss_duration: 2.399427890777588 (2.3660533905029295) | > loss_1: 34.17311096191406 (32.286183675130204)  --> STEP: 16 | > loss_disc: 2.591475248336792 (2.535446211695671) | > loss_disc_real_0: 0.22903716564178467 (0.19406582787632942) | > loss_disc_real_1: 0.22789327800273895 (0.2956075044348836) | > loss_disc_real_2: 0.30232274532318115 (0.25265297293663025) | > loss_disc_real_3: 0.28140637278556824 (0.30429213866591454) | > loss_disc_real_4: 0.27947574853897095 (0.27182271890342236) | > loss_disc_real_5: 0.24398234486579895 (0.25040907971560955) | > loss_0: 2.591475248336792 (2.535446211695671) | > loss_gen: 2.5556299686431885 (2.721749037504196) | > loss_kl: 3.179455518722534 (3.3114902675151825) | > loss_feat: 7.082211971282959 (6.391902685165405) | > loss_mel: 15.855034828186035 (17.417001128196716) | > loss_duration: 2.3876914978027344 (2.3674057722091675) | > loss_1: 31.06002426147461 (32.20954871177673)  --> STEP: 17 | > loss_disc: 2.6122164726257324 (2.5399621093974396) | > loss_disc_real_0: 0.17488248646259308 (0.19293739602846258) | > loss_disc_real_1: 0.21766753494739532 (0.29102280034738426) | > loss_disc_real_2: 0.264067679643631 (0.2533244262723362) | > loss_disc_real_3: 0.305647075176239 (0.3043718408135807) | > loss_disc_real_4: 0.30040913820266724 (0.27350427297984853) | > loss_disc_real_5: 0.31111687421798706 (0.2539801264510435) | > loss_0: 2.6122164726257324 (2.5399621093974396) | > loss_gen: 2.5435266494750977 (2.7112653676201317) | > loss_kl: 2.485804796218872 (3.2629205339095173) | > loss_feat: 6.059139251708984 (6.372328365550322) | > loss_mel: 16.69075584411621 (17.37428081736845) | > loss_duration: 2.449035882949829 (2.3722075434292065) | > loss_1: 30.228260040283203 (32.09300231933594)  --> STEP: 18 | > loss_disc: 2.67273211479187 (2.547338220808241) | > loss_disc_real_0: 0.15608948469161987 (0.19089028984308243) | > loss_disc_real_1: 0.44028332829475403 (0.29931505190001595) | > loss_disc_real_2: 0.2605994939804077 (0.25372859670056236) | > loss_disc_real_3: 0.31444594264030457 (0.30493151313728756) | > loss_disc_real_4: 0.2884903848171234 (0.274336834748586) | > loss_disc_real_5: 0.23694033920764923 (0.25303347160418826) | > loss_0: 2.67273211479187 (2.547338220808241) | > loss_gen: 2.5311717987060547 (2.7012601693471274) | > loss_kl: 2.7228386402130127 (3.2329159842597113) | > loss_feat: 5.275522232055664 (6.311394691467285) | > loss_mel: 14.645355224609375 (17.222673839992947) | > loss_duration: 2.2038795948028564 (2.3628559907277427) | > loss_1: 27.378767013549805 (31.831100357903374)  --> STEP: 19 | > loss_disc: 2.5763535499572754 (2.5488653433950326) | > loss_disc_real_0: 0.1849515438079834 (0.19057772426228775) | > loss_disc_real_1: 0.3203182816505432 (0.3004204850447805) | > loss_disc_real_2: 0.2654308080673218 (0.2543445025619708) | > loss_disc_real_3: 0.2996571660041809 (0.30465391591975566) | > loss_disc_real_4: 0.2716391980648041 (0.27419485387049225) | > loss_disc_real_5: 0.19945262372493744 (0.25021342697896454) | > loss_0: 2.5763535499572754 (2.5488653433950326) | > loss_gen: 2.495987892150879 (2.6904563652841667) | > loss_kl: 2.142226457595825 (3.175511272330033) | > loss_feat: 6.397789001464844 (6.315941760414525) | > loss_mel: 16.95272445678711 (17.208465977718955) | > loss_duration: 2.326490879058838 (2.3609420374820105) | > loss_1: 30.315217971801758 (31.751317074424342)  --> STEP: 20 | > loss_disc: 2.391573667526245 (2.541000759601593) | > loss_disc_real_0: 0.1691286563873291 (0.1895052708685398) | > loss_disc_real_1: 0.2539523243904114 (0.29809707701206206) | > loss_disc_real_2: 0.24932321906089783 (0.2540934383869171) | > loss_disc_real_3: 0.33004385232925415 (0.30592341274023055) | > loss_disc_real_4: 0.24357841908931732 (0.2726640321314335) | > loss_disc_real_5: 0.2348128706216812 (0.2494433991611004) | > loss_0: 2.391573667526245 (2.541000759601593) | > loss_gen: 2.8147215843200684 (2.6966696262359617) | > loss_kl: 2.3093199729919434 (3.1322017073631283) | > loss_feat: 5.819914817810059 (6.291140413284301) | > loss_mel: 19.064062118530273 (17.301245784759523) | > loss_duration: 2.3144006729125977 (2.35861496925354) | > loss_1: 32.322418212890625 (31.779872131347656)  --> STEP: 21 | > loss_disc: 2.4643969535827637 (2.537352959314982) | > loss_disc_real_0: 0.09682302176952362 (0.18509183043525332) | > loss_disc_real_1: 0.2828975021839142 (0.2973732877345312) | > loss_disc_real_2: 0.20341339707374573 (0.2516801030862899) | > loss_disc_real_3: 0.26461926102638245 (0.3039565483729045) | > loss_disc_real_4: 0.23444528877735138 (0.2708440919717153) | > loss_disc_real_5: 0.27242913842201233 (0.25053795817352476) | > loss_0: 2.4643969535827637 (2.537352959314982) | > loss_gen: 2.437051773071289 (2.6843068713233587) | > loss_kl: 2.9755077362060547 (3.124740089688982) | > loss_feat: 7.5822014808654785 (6.352619511740548) | > loss_mel: 16.93033218383789 (17.28358323233468) | > loss_duration: 2.2478013038635254 (2.353338128044492) | > loss_1: 32.17289352416992 (31.798587435767764)  --> STEP: 22 | > loss_disc: 2.458211898803711 (2.5337556383826514) | > loss_disc_real_0: 0.15214279294013977 (0.18359414691274817) | > loss_disc_real_1: 0.2917026877403259 (0.2971155331893401) | > loss_disc_real_2: 0.27262362837791443 (0.2526320815086365) | > loss_disc_real_3: 0.3126140534877777 (0.30435007133267145) | > loss_disc_real_4: 0.32563653588294983 (0.27333465760404413) | > loss_disc_real_5: 0.27809035778045654 (0.25179033997383987) | > loss_0: 2.458211898803711 (2.5337556383826514) | > loss_gen: 2.95790433883667 (2.696743119846691) | > loss_kl: 2.380981206893921 (3.0909328677437524) | > loss_feat: 7.86473274230957 (6.421351931311867) | > loss_mel: 18.15105438232422 (17.323013739152387) | > loss_duration: 2.1992392539978027 (2.346333633769642) | > loss_1: 33.55391311645508 (31.878374966708098)  --> STEP: 23 | > loss_disc: 2.365903377532959 (2.526457713997882) | > loss_disc_real_0: 0.11616871505975723 (0.18066260639740073) | > loss_disc_real_1: 0.30790144205093384 (0.2975844857485398) | > loss_disc_real_2: 0.27323246002197266 (0.25352775013965106) | > loss_disc_real_3: 0.26810476183891296 (0.3027741883112037) | > loss_disc_real_4: 0.29017388820648193 (0.2740667980650197) | > loss_disc_real_5: 0.30182862281799316 (0.2539659174888031) | > loss_0: 2.365903377532959 (2.526457713997882) | > loss_gen: 2.9893107414245605 (2.7094634512196416) | > loss_kl: 2.571911334991455 (3.068366714145826) | > loss_feat: 6.53187894821167 (6.4261574537857715) | > loss_mel: 17.902353286743164 (17.348202415134597) | > loss_duration: 2.280588150024414 (2.3434751344763716) | > loss_1: 32.27604293823242 (31.895664878513504)  --> STEP: 24 | > loss_disc: 2.803356170654297 (2.537995149691899) | > loss_disc_real_0: 0.2607969045639038 (0.1840015354876717) | > loss_disc_real_1: 0.30561235547065735 (0.2979189803202947) | > loss_disc_real_2: 0.3731268346309662 (0.2585110453267892) | > loss_disc_real_3: 0.32255685329437256 (0.3035984660188357) | > loss_disc_real_4: 0.32339954376220703 (0.27612232913573587) | > loss_disc_real_5: 0.34901779890060425 (0.25792641254762816) | > loss_0: 2.803356170654297 (2.537995149691899) | > loss_gen: 2.7275078296661377 (2.710215300321579) | > loss_kl: 2.783358335494995 (3.056491365035375) | > loss_feat: 5.261970520019531 (6.377649664878845) | > loss_mel: 18.57405662536621 (17.39927967389425) | > loss_duration: 2.4046483039855957 (2.3460240165392556) | > loss_1: 31.751541137695312 (31.889659722646076)  --> STEP: 25 | > loss_disc: 2.5222349166870117 (2.5373647403717037) | > loss_disc_real_0: 0.13228246569633484 (0.1819327726960182) | > loss_disc_real_1: 0.2638481557369232 (0.29655614733695984) | > loss_disc_real_2: 0.2727746069431305 (0.25908158779144286) | > loss_disc_real_3: 0.310724675655365 (0.3038835144042969) | > loss_disc_real_4: 0.28941377997398376 (0.27665398716926576) | > loss_disc_real_5: 0.2997644543647766 (0.2595999342203141) | > loss_0: 2.5222349166870117 (2.5373647403717037) | > loss_gen: 2.5891482830047607 (2.705372619628906) | > loss_kl: 2.643296241760254 (3.03996356010437) | > loss_feat: 4.898057460784912 (6.318465976715088) | > loss_mel: 14.866361618041992 (17.297962951660157) | > loss_duration: 2.4163365364074707 (2.3488365173339845) | > loss_1: 27.413198471069336 (31.71060127258301)  --> STEP: 26 | > loss_disc: 2.633368968963623 (2.541057210702162) | > loss_disc_real_0: 0.2356163114309311 (0.18399752418582255) | > loss_disc_real_1: 0.33345407247543335 (0.2979752983038242) | > loss_disc_real_2: 0.22610537707805634 (0.25781327199477416) | > loss_disc_real_3: 0.27575358748435974 (0.3028015941381455) | > loss_disc_real_4: 0.18701599538326263 (0.2732063721005733) | > loss_disc_real_5: 0.17692694067955017 (0.25642020369951546) | > loss_0: 2.633368968963623 (2.541057210702162) | > loss_gen: 2.736262559890747 (2.7065606942543616) | > loss_kl: 2.5509214401245117 (3.0211542477974525) | > loss_feat: 11.708861351013184 (6.525788875726553) | > loss_mel: 20.366409301757812 (17.415980118971603) | > loss_duration: 2.2725963592529297 (2.345904203561636) | > loss_1: 39.635047912597656 (32.01538768181434) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023953914642333984 (-0.00014518774472750164) | > avg_loss_disc: 2.541057210702162 (+0.07414129147162862) | > avg_loss_disc_real_0: 0.18399752418582255 (+0.017311464708584995) | > avg_loss_disc_real_1: 0.2979752983038242 (+0.03739507553669119) | > avg_loss_disc_real_2: 0.25781327199477416 (+0.04321410564275888) | > avg_loss_disc_real_3: 0.3028015941381455 (+0.051121903726687845) | > avg_loss_disc_real_4: 0.2732063721005733 (+0.03734968946530268) | > avg_loss_disc_real_5: 0.25642020369951546 (+0.0006744947571021842) | > avg_loss_0: 2.541057210702162 (+0.07414129147162862) | > avg_loss_gen: 2.7065606942543616 (+0.245159836915823) | > avg_loss_kl: 3.0211542477974525 (+0.02045341638418341) | > avg_loss_feat: 6.525788875726553 (-0.033551656282865494) | > avg_loss_mel: 17.415980118971603 (+0.19673486856313716) | > avg_loss_duration: 2.345904203561636 (-0.0026432550870461036) | > avg_loss_1: 32.01538768181434 (+0.42615288954514696)  > EPOCH: 791/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:13:39)   --> TIME: 2024-06-12 02:13:47 -- STEP: 19/330 -- GLOBAL_STEP: 349050 | > loss_disc: 2.392803192138672 (2.3651263839320134) | > loss_disc_real_0: 0.09628630429506302 (0.10800377632442273) | > loss_disc_real_1: 0.1896984577178955 (0.20543530583381653) | > loss_disc_real_2: 0.19351869821548462 (0.2076153990469481) | > loss_disc_real_3: 0.2172831892967224 (0.2295717981300856) | > loss_disc_real_4: 0.22168801724910736 (0.23624209353798314) | > loss_disc_real_5: 0.2401791363954544 (0.22954539562526502) | > loss_0: 2.392803192138672 (2.3651263839320134) | > grad_norm_0: tensor(10.9689, device='cuda:0') (tensor(11.0861, device='cuda:0')) | > loss_gen: 2.2820956707000732 (2.4629223848644055) | > loss_kl: 1.9578841924667358 (1.8932141253822727) | > loss_feat: 7.1539483070373535 (6.853624569742303) | > loss_mel: 17.242286682128906 (17.501404410914372) | > loss_duration: 1.98173987865448 (2.049266087381463) | > loss_1: 30.617952346801758 (30.76043108889931) | > grad_norm_1: tensor(100.0848, device='cuda:0') (tensor(119.0418, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.354 (0.3680278878462942) | > loader_time: 0.0035 (0.003375981983385588)  --> TIME: 2024-06-12 02:13:56 -- STEP: 44/330 -- GLOBAL_STEP: 349075 | > loss_disc: 2.462466239929199 (2.3507622697136616) | > loss_disc_real_0: 0.1203513890504837 (0.10627718828618526) | > loss_disc_real_1: 0.1879892200231552 (0.19826670431277965) | > loss_disc_real_2: 0.2170819193124771 (0.20949174362150105) | > loss_disc_real_3: 0.25042858719825745 (0.22919133576479825) | > loss_disc_real_4: 0.2617128789424896 (0.234639378095215) | > loss_disc_real_5: 0.24304798245429993 (0.22501604970205913) | > loss_0: 2.462466239929199 (2.3507622697136616) | > grad_norm_0: tensor(7.2132, device='cuda:0') (tensor(9.2698, device='cuda:0')) | > loss_gen: 2.346848487854004 (2.4799081032926393) | > loss_kl: 1.9243110418319702 (1.9196424944834276) | > loss_feat: 6.947463035583496 (6.9582332155921245) | > loss_mel: 16.902318954467773 (17.385060527107935) | > loss_duration: 1.892859935760498 (2.0008619210936804) | > loss_1: 30.01380157470703 (30.743706139651213) | > grad_norm_1: tensor(60.8831, device='cuda:0') (tensor(94.4220, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.356 (0.3660011345689947) | > loader_time: 0.0039 (0.0033973888917402787)  --> TIME: 2024-06-12 02:14:06 -- STEP: 69/330 -- GLOBAL_STEP: 349100 | > loss_disc: 2.4318525791168213 (2.352671104928721) | > loss_disc_real_0: 0.12992331385612488 (0.10768438238596571) | > loss_disc_real_1: 0.22726215422153473 (0.1970787942409515) | > loss_disc_real_2: 0.2358810305595398 (0.21140667277833688) | > loss_disc_real_3: 0.26786381006240845 (0.22801335069580356) | > loss_disc_real_4: 0.24579519033432007 (0.23323591550191244) | > loss_disc_real_5: 0.2510276436805725 (0.22430919629076254) | > loss_0: 2.4318525791168213 (2.352671104928721) | > grad_norm_0: tensor(11.5418, device='cuda:0') (tensor(9.6089, device='cuda:0')) | > loss_gen: 2.4720213413238525 (2.475370113400446) | > loss_kl: 1.898005723953247 (1.9373993804489358) | > loss_feat: 6.627885818481445 (6.925574005513951) | > loss_mel: 16.988445281982422 (17.319066863129105) | > loss_duration: 1.9197967052459717 (1.989446811054064) | > loss_1: 29.906152725219727 (30.646857026694477) | > grad_norm_1: tensor(166.7288, device='cuda:0') (tensor(92.7117, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.3888 (0.36525951606639917) | > loader_time: 0.0041 (0.003484332043191661)  --> TIME: 2024-06-12 02:14:15 -- STEP: 94/330 -- GLOBAL_STEP: 349125 | > loss_disc: 2.2788989543914795 (2.3517888936590627) | > loss_disc_real_0: 0.1424286961555481 (0.10901013896503348) | > loss_disc_real_1: 0.18331028521060944 (0.19671177864074707) | > loss_disc_real_2: 0.2252199947834015 (0.21123624783247072) | > loss_disc_real_3: 0.19225984811782837 (0.2279520313790504) | > loss_disc_real_4: 0.22685587406158447 (0.23242065405592005) | > loss_disc_real_5: 0.20165595412254333 (0.2235630086444794) | > loss_0: 2.2788989543914795 (2.3517888936590627) | > grad_norm_0: tensor(6.6996, device='cuda:0') (tensor(9.7261, device='cuda:0')) | > loss_gen: 2.5858919620513916 (2.469363653913459) | > loss_kl: 1.977385401725769 (1.9516985682730978) | > loss_feat: 7.36175537109375 (6.924924667845381) | > loss_mel: 17.3995361328125 (17.257915496826172) | > loss_duration: 2.020686626434326 (1.9880139802364594) | > loss_1: 31.345256805419922 (30.591916266908036) | > grad_norm_1: tensor(97.8942, device='cuda:0') (tensor(94.0412, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.3622 (0.36611788830858594) | > loader_time: 0.0037 (0.003597366048934612)  --> TIME: 2024-06-12 02:14:25 -- STEP: 119/330 -- GLOBAL_STEP: 349150 | > loss_disc: 2.37096905708313 (2.3536135529269693) | > loss_disc_real_0: 0.11315082013607025 (0.11042480715433088) | > loss_disc_real_1: 0.24524438381195068 (0.19645980225891627) | > loss_disc_real_2: 0.21185694634914398 (0.21101133838421154) | > loss_disc_real_3: 0.21800832450389862 (0.2288328399177359) | > loss_disc_real_4: 0.20011229813098907 (0.23188614945451752) | > loss_disc_real_5: 0.20936577022075653 (0.22330845103544347) | > loss_0: 2.37096905708313 (2.3536135529269693) | > grad_norm_0: tensor(10.0928, device='cuda:0') (tensor(9.6277, device='cuda:0')) | > loss_gen: 2.344348907470703 (2.4690543182757736) | > loss_kl: 1.982404351234436 (1.967730183561309) | > loss_feat: 6.933749675750732 (6.941404254496598) | > loss_mel: 16.587207794189453 (17.23482939776253) | > loss_duration: 1.9877060651779175 (1.9892744827671212) | > loss_1: 29.83541488647461 (30.602292565738452) | > grad_norm_1: tensor(108.9337, device='cuda:0') (tensor(103.1660, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.3815 (0.3676554094843504) | > loader_time: 0.0039 (0.0036725396869563254)  --> TIME: 2024-06-12 02:14:34 -- STEP: 144/330 -- GLOBAL_STEP: 349175 | > loss_disc: 2.35331392288208 (2.3628474871317544) | > loss_disc_real_0: 0.09674988687038422 (0.1125977616239753) | > loss_disc_real_1: 0.19229412078857422 (0.1969107407041722) | > loss_disc_real_2: 0.22731426358222961 (0.21158694869114292) | > loss_disc_real_3: 0.22692669928073883 (0.22979192145996624) | > loss_disc_real_4: 0.23865623772144318 (0.232359297780527) | > loss_disc_real_5: 0.27238336205482483 (0.22414210945781735) | > loss_0: 2.35331392288208 (2.3628474871317544) | > grad_norm_0: tensor(7.2993, device='cuda:0') (tensor(9.5848, device='cuda:0')) | > loss_gen: 2.4980225563049316 (2.460328969690536) | > loss_kl: 1.9877865314483643 (1.984461296763685) | > loss_feat: 8.1110258102417 (6.923317362864812) | > loss_mel: 17.41312026977539 (17.26587402820588) | > loss_duration: 2.015988826751709 (1.9944768622517586) | > loss_1: 32.025943756103516 (30.628458460172016) | > grad_norm_1: tensor(57.7379, device='cuda:0') (tensor(104.8995, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.3937 (0.3687860949171914) | > loader_time: 0.0042 (0.0037622700134913125)  --> TIME: 2024-06-12 02:14:44 -- STEP: 169/330 -- GLOBAL_STEP: 349200 | > loss_disc: 2.4883031845092773 (2.3661457927974734) | > loss_disc_real_0: 0.09818011522293091 (0.1135775371945116) | > loss_disc_real_1: 0.15796996653079987 (0.1966010730647477) | > loss_disc_real_2: 0.20591965317726135 (0.21164096794890228) | > loss_disc_real_3: 0.24742969870567322 (0.22954302320818928) | > loss_disc_real_4: 0.2333042025566101 (0.23223934397542265) | > loss_disc_real_5: 0.2126682847738266 (0.22363354926983986) | > loss_0: 2.4883031845092773 (2.3661457927974734) | > grad_norm_0: tensor(15.8185, device='cuda:0') (tensor(10.0808, device='cuda:0')) | > loss_gen: 2.3809213638305664 (2.4596182241947697) | > loss_kl: 2.1004271507263184 (1.9997561923145541) | > loss_feat: 7.428811073303223 (6.944728151580991) | > loss_mel: 17.561830520629883 (17.28030446295202) | > loss_duration: 2.063870429992676 (1.9999525829179752) | > loss_1: 31.535858154296875 (30.684359567405203) | > grad_norm_1: tensor(225.1633, device='cuda:0') (tensor(113.9692, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.3757 (0.37090310965769385) | > loader_time: 0.0042 (0.003869187902416703)  --> TIME: 2024-06-12 02:14:54 -- STEP: 194/330 -- GLOBAL_STEP: 349225 | > loss_disc: 2.5254039764404297 (2.3714731993134497) | > loss_disc_real_0: 0.23750311136245728 (0.11565931878753544) | > loss_disc_real_1: 0.23968103528022766 (0.19698658923512885) | > loss_disc_real_2: 0.23206420242786407 (0.21181708935302557) | > loss_disc_real_3: 0.22995659708976746 (0.23016641957243694) | > loss_disc_real_4: 0.21989978849887848 (0.23316427128216655) | > loss_disc_real_5: 0.22745676338672638 (0.22464835252036752) | > loss_0: 2.5254039764404297 (2.3714731993134497) | > grad_norm_0: tensor(31.3467, device='cuda:0') (tensor(11.8079, device='cuda:0')) | > loss_gen: 2.2390923500061035 (2.4607100339279975) | > loss_kl: 2.053401231765747 (2.0065747597782884) | > loss_feat: 5.733539581298828 (6.922882780586321) | > loss_mel: 17.331623077392578 (17.240062045067866) | > loss_duration: 2.038295030593872 (2.0079626815835225) | > loss_1: 29.395952224731445 (30.638192245640706) | > grad_norm_1: tensor(254.3620, device='cuda:0') (tensor(133.0501, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.3964 (0.37340977511455103) | > loader_time: 0.0048 (0.003968452669910546)  --> TIME: 2024-06-12 02:15:04 -- STEP: 219/330 -- GLOBAL_STEP: 349250 | > loss_disc: 2.476213216781616 (2.3792975536764507) | > loss_disc_real_0: 0.13362357020378113 (0.11704050953665825) | > loss_disc_real_1: 0.21077881753444672 (0.19773937128994565) | > loss_disc_real_2: 0.18540717661380768 (0.21240007285385915) | > loss_disc_real_3: 0.19796940684318542 (0.23047681356946084) | > loss_disc_real_4: 0.23614872992038727 (0.23306967590225341) | > loss_disc_real_5: 0.2264709174633026 (0.22413304910812204) | > loss_0: 2.476213216781616 (2.3792975536764507) | > grad_norm_0: tensor(58.4717, device='cuda:0') (tensor(13.2019, device='cuda:0')) | > loss_gen: 2.3312153816223145 (2.4583571327331426) | > loss_kl: 1.9725958108901978 (2.0094961532174715) | > loss_feat: 6.942756175994873 (6.923475025995681) | > loss_mel: 17.126583099365234 (17.215372477492256) | > loss_duration: 2.07134747505188 (2.016037859328806) | > loss_1: 30.44449806213379 (30.622738598688553) | > grad_norm_1: tensor(310.5164, device='cuda:0') (tensor(152.2804, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.4088 (0.3763434113977162) | > loader_time: 0.0048 (0.004063654163656716)  --> TIME: 2024-06-12 02:15:15 -- STEP: 244/330 -- GLOBAL_STEP: 349275 | > loss_disc: 2.3809738159179688 (2.379474174780926) | > loss_disc_real_0: 0.09082251787185669 (0.11838096132898918) | > loss_disc_real_1: 0.18103092908859253 (0.19777537729652203) | > loss_disc_real_2: 0.2096109241247177 (0.21252699709329448) | > loss_disc_real_3: 0.239268958568573 (0.23062810955233262) | > loss_disc_real_4: 0.21594609320163727 (0.2327513956754911) | > loss_disc_real_5: 0.2097184658050537 (0.22371669589984614) | > loss_0: 2.3809738159179688 (2.379474174780926) | > grad_norm_0: tensor(22.6421, device='cuda:0') (tensor(14.5827, device='cuda:0')) | > loss_gen: 2.3708977699279785 (2.459805252122099) | > loss_kl: 1.9245705604553223 (2.0114625731452556) | > loss_feat: 6.623325824737549 (6.912524037673825) | > loss_mel: 15.849601745605469 (17.19286292498231) | > loss_duration: 2.0546393394470215 (2.0251690149307255) | > loss_1: 28.823036193847656 (30.601823767677683) | > grad_norm_1: tensor(525.3285, device='cuda:0') (tensor(171.1178, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.4416 (0.38045382988257487) | > loader_time: 0.0056 (0.004191525646897614)  --> TIME: 2024-06-12 02:15:26 -- STEP: 269/330 -- GLOBAL_STEP: 349300 | > loss_disc: 2.2825560569763184 (2.381019024157614) | > loss_disc_real_0: 0.11182308942079544 (0.11926645403347051) | > loss_disc_real_1: 0.1792551428079605 (0.19788903917521794) | > loss_disc_real_2: 0.2026357352733612 (0.21261419389106084) | > loss_disc_real_3: 0.23318029940128326 (0.23061040337422525) | > loss_disc_real_4: 0.2267628312110901 (0.23298548344785838) | > loss_disc_real_5: 0.22383372485637665 (0.22313855444410033) | > loss_0: 2.2825560569763184 (2.381019024157614) | > grad_norm_0: tensor(18.8100, device='cuda:0') (tensor(14.9699, device='cuda:0')) | > loss_gen: 2.5664684772491455 (2.4575361478727564) | > loss_kl: 2.13907527923584 (2.0183173785865516) | > loss_feat: 7.094875812530518 (6.931989469492746) | > loss_mel: 16.04292869567871 (17.163003212457273) | > loss_duration: 2.1364359855651855 (2.0338485187757414) | > loss_1: 29.979785919189453 (30.604694706799815) | > grad_norm_1: tensor(356.6479, device='cuda:0') (tensor(180.3047, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.4392 (0.3864466310876896) | > loader_time: 0.0073 (0.0043809174605018595)  --> TIME: 2024-06-12 02:15:38 -- STEP: 294/330 -- GLOBAL_STEP: 349325 | > loss_disc: 2.378443717956543 (2.381625252516092) | > loss_disc_real_0: 0.09394501149654388 (0.1199995214689751) | > loss_disc_real_1: 0.13982664048671722 (0.19799390800145217) | > loss_disc_real_2: 0.24443593621253967 (0.2124014880482843) | > loss_disc_real_3: 0.21472622454166412 (0.2302805368794876) | > loss_disc_real_4: 0.20463210344314575 (0.23264486555542266) | > loss_disc_real_5: 0.17477378249168396 (0.22324970156765309) | > loss_0: 2.378443717956543 (2.381625252516092) | > grad_norm_0: tensor(34.5732, device='cuda:0') (tensor(16.2292, device='cuda:0')) | > loss_gen: 2.4785943031311035 (2.456090033459826) | > loss_kl: 2.1321094036102295 (2.020292288997545) | > loss_feat: 7.228055477142334 (6.924072662989301) | > loss_mel: 17.021469116210938 (17.107759047527715) | > loss_duration: 2.1819381713867188 (2.043975941988887) | > loss_1: 31.042165756225586 (30.55218995022936) | > grad_norm_1: tensor(476.9751, device='cuda:0') (tensor(197.9846, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.4654 (0.39265688260396325) | > loader_time: 0.0073 (0.004579141837399022)  --> TIME: 2024-06-12 02:15:51 -- STEP: 319/330 -- GLOBAL_STEP: 349350 | > loss_disc: 2.4540231227874756 (2.3815182152212975) | > loss_disc_real_0: 0.2169225513935089 (0.12083198529519258) | > loss_disc_real_1: 0.23797757923603058 (0.19827477451775896) | > loss_disc_real_2: 0.22851824760437012 (0.21207031117150776) | > loss_disc_real_3: 0.19992592930793762 (0.23037944724754106) | > loss_disc_real_4: 0.2325565665960312 (0.2327505175876767) | > loss_disc_real_5: 0.22800526022911072 (0.22324666063239956) | > loss_0: 2.4540231227874756 (2.3815182152212975) | > grad_norm_0: tensor(54.1555, device='cuda:0') (tensor(17.4080, device='cuda:0')) | > loss_gen: 2.5851962566375732 (2.4577753543853755) | > loss_kl: 2.0650618076324463 (2.022363036403833) | > loss_feat: 8.320611953735352 (6.946194310920742) | > loss_mel: 17.02088737487793 (17.064213196685703) | > loss_duration: 2.235044479370117 (2.057929240797756) | > loss_1: 32.22679901123047 (30.548475098086747) | > grad_norm_1: tensor(565.7922, device='cuda:0') (tensor(214.5753, device='cuda:0')) | > current_lr_0: 0.0001811700669165221 | > current_lr_1: 0.0001811700669165221 | > step_time: 0.5626 (0.4019128992266043) | > loader_time: 0.0089 (0.004821205587596357)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4470877647399902 (2.4470877647399902) | > loss_disc_real_0: 0.16341690719127655 (0.16341690719127655) | > loss_disc_real_1: 0.23186469078063965 (0.23186469078063965) | > loss_disc_real_2: 0.27040672302246094 (0.27040672302246094) | > loss_disc_real_3: 0.24337348341941833 (0.24337348341941833) | > loss_disc_real_4: 0.28179383277893066 (0.28179383277893066) | > loss_disc_real_5: 0.2260330766439438 (0.2260330766439438) | > loss_0: 2.4470877647399902 (2.4470877647399902) | > loss_gen: 2.402041435241699 (2.402041435241699) | > loss_kl: 2.47353196144104 (2.47353196144104) | > loss_feat: 7.27699089050293 (7.27699089050293) | > loss_mel: 17.124465942382812 (17.124465942382812) | > loss_duration: 2.9460830688476562 (2.9460830688476562) | > loss_1: 32.223114013671875 (32.223114013671875)  --> STEP: 1 | > loss_disc: 2.3760440349578857 (2.3760440349578857) | > loss_disc_real_0: 0.11668740957975388 (0.11668740957975388) | > loss_disc_real_1: 0.29084691405296326 (0.29084691405296326) | > loss_disc_real_2: 0.19656509160995483 (0.19656509160995483) | > loss_disc_real_3: 0.18804048001766205 (0.18804048001766205) | > loss_disc_real_4: 0.22948747873306274 (0.22948747873306274) | > loss_disc_real_5: 0.19879838824272156 (0.19879838824272156) | > loss_0: 2.3760440349578857 (2.3760440349578857) | > loss_gen: 2.2754831314086914 (2.2754831314086914) | > loss_kl: 3.095048427581787 (3.095048427581787) | > loss_feat: 5.325664520263672 (5.325664520263672) | > loss_mel: 15.644552230834961 (15.644552230834961) | > loss_duration: 2.5034689903259277 (2.5034689903259277) | > loss_1: 28.84421730041504 (28.84421730041504)  --> STEP: 2 | > loss_disc: 2.2115020751953125 (2.293773055076599) | > loss_disc_real_0: 0.0646093562245369 (0.09064838290214539) | > loss_disc_real_1: 0.22066529095172882 (0.25575610250234604) | > loss_disc_real_2: 0.18903948366641998 (0.1928022876381874) | > loss_disc_real_3: 0.19302387535572052 (0.19053217768669128) | > loss_disc_real_4: 0.22670051455497742 (0.22809399664402008) | > loss_disc_real_5: 0.19485989212989807 (0.19682914018630981) | > loss_0: 2.2115020751953125 (2.293773055076599) | > loss_gen: 2.237974166870117 (2.2567286491394043) | > loss_kl: 2.6990740299224854 (2.8970612287521362) | > loss_feat: 5.447690963745117 (5.3866777420043945) | > loss_mel: 18.397804260253906 (17.021178245544434) | > loss_duration: 2.506676197052002 (2.505072593688965) | > loss_1: 31.28921890258789 (30.066718101501465)  --> STEP: 3 | > loss_disc: 2.514910936355591 (2.367485682169596) | > loss_disc_real_0: 0.14357063174247742 (0.1082891325155894) | > loss_disc_real_1: 0.22914086282253265 (0.24688435594240823) | > loss_disc_real_2: 0.2267846018075943 (0.20412972569465637) | > loss_disc_real_3: 0.2184167504310608 (0.1998270352681478) | > loss_disc_real_4: 0.2719626724720001 (0.24271688858668009) | > loss_disc_real_5: 0.21385163068771362 (0.20250330368677774) | > loss_0: 2.514910936355591 (2.367485682169596) | > loss_gen: 2.3024137020111084 (2.271957000096639) | > loss_kl: 3.3179876804351807 (3.037370045979818) | > loss_feat: 5.903867721557617 (5.559074401855469) | > loss_mel: 16.31685447692871 (16.78640365600586) | > loss_duration: 2.327922821044922 (2.4460226694742837) | > loss_1: 30.16904640197754 (30.10082753499349)  --> STEP: 4 | > loss_disc: 2.2623283863067627 (2.341196358203888) | > loss_disc_real_0: 0.12197751551866531 (0.11171122826635838) | > loss_disc_real_1: 0.19413836300373077 (0.23369785770773888) | > loss_disc_real_2: 0.2111033946275711 (0.20587314292788506) | > loss_disc_real_3: 0.17635436356067657 (0.19395886734127998) | > loss_disc_real_4: 0.17317669093608856 (0.2253318391740322) | > loss_disc_real_5: 0.18694454431533813 (0.19861361384391785) | > loss_0: 2.2623283863067627 (2.341196358203888) | > loss_gen: 2.3760907649993896 (2.2979904413223267) | > loss_kl: 3.933887004852295 (3.261499285697937) | > loss_feat: 10.11562728881836 (6.698212623596191) | > loss_mel: 17.682783126831055 (17.010498523712158) | > loss_duration: 2.3886566162109375 (2.4316811561584473) | > loss_1: 36.49704360961914 (31.699881553649902)  --> STEP: 5 | > loss_disc: 2.2941818237304688 (2.331793451309204) | > loss_disc_real_0: 0.19614410400390625 (0.12859780341386795) | > loss_disc_real_1: 0.2698877453804016 (0.2409358352422714) | > loss_disc_real_2: 0.1915489286184311 (0.20300830006599427) | > loss_disc_real_3: 0.19948232173919678 (0.19506355822086335) | > loss_disc_real_4: 0.21061347424983978 (0.22238816618919371) | > loss_disc_real_5: 0.18571192026138306 (0.1960332751274109) | > loss_0: 2.2941818237304688 (2.331793451309204) | > loss_gen: 2.4640815258026123 (2.331208658218384) | > loss_kl: 3.2859251499176025 (3.26638445854187) | > loss_feat: 5.639763355255127 (6.486522769927978) | > loss_mel: 18.138662338256836 (17.236131286621095) | > loss_duration: 2.355642795562744 (2.4164734840393067) | > loss_1: 31.88407325744629 (31.73671989440918)  --> STEP: 6 | > loss_disc: 2.5997538566589355 (2.3764535188674927) | > loss_disc_real_0: 0.2621056139469147 (0.15084910516937575) | > loss_disc_real_1: 0.19172459840774536 (0.2327339624365171) | > loss_disc_real_2: 0.27021366357803345 (0.21420919398466745) | > loss_disc_real_3: 0.23855124413967133 (0.20231150587399802) | > loss_disc_real_4: 0.23168593645095825 (0.22393779456615448) | > loss_disc_real_5: 0.22101426124572754 (0.200196772813797) | > loss_0: 2.5997538566589355 (2.3764535188674927) | > loss_gen: 2.3221261501312256 (2.329694906870524) | > loss_kl: 3.095669984817505 (3.237932046254476) | > loss_feat: 5.299668312072754 (6.288713693618774) | > loss_mel: 17.33014488220215 (17.251800219217937) | > loss_duration: 2.221449851989746 (2.38396954536438) | > loss_1: 30.269058227539062 (31.492109616597492)  --> STEP: 7 | > loss_disc: 2.2102928161621094 (2.3527162756238664) | > loss_disc_real_0: 0.09395928680896759 (0.142721988260746) | > loss_disc_real_1: 0.2295452207326889 (0.23227842790739878) | > loss_disc_real_2: 0.17203575372695923 (0.20818441680499486) | > loss_disc_real_3: 0.21067814528942108 (0.20350674007620131) | > loss_disc_real_4: 0.2188686579465866 (0.2232136321919305) | > loss_disc_real_5: 0.2144291251897812 (0.20222996601036616) | > loss_0: 2.2102928161621094 (2.3527162756238664) | > loss_gen: 2.6147398948669434 (2.370415619441441) | > loss_kl: 4.272594451904297 (3.3857409613473073) | > loss_feat: 6.964457988739014 (6.385248592921665) | > loss_mel: 19.41834831237793 (17.561307089669363) | > loss_duration: 2.510955810546875 (2.4021104403904507) | > loss_1: 35.781097412109375 (32.10482215881348)  --> STEP: 8 | > loss_disc: 2.3400139808654785 (2.351128488779068) | > loss_disc_real_0: 0.10211445391178131 (0.13764604646712542) | > loss_disc_real_1: 0.24907879531383514 (0.23437847383320332) | > loss_disc_real_2: 0.21860550343990326 (0.2094870526343584) | > loss_disc_real_3: 0.21527528762817383 (0.20497780852019787) | > loss_disc_real_4: 0.20690782368183136 (0.2211754061281681) | > loss_disc_real_5: 0.2645726799964905 (0.2100228052586317) | > loss_0: 2.3400139808654785 (2.351128488779068) | > loss_gen: 2.4015910625457764 (2.374312549829483) | > loss_kl: 2.996030330657959 (3.337027132511139) | > loss_feat: 9.826412200927734 (6.815394043922424) | > loss_mel: 17.286914825439453 (17.527008056640625) | > loss_duration: 2.2284770011901855 (2.3804062604904175) | > loss_1: 34.73942565917969 (32.43414759635925)  --> STEP: 9 | > loss_disc: 2.3204023838043213 (2.347714477115207) | > loss_disc_real_0: 0.09214472025632858 (0.13259034355481467) | > loss_disc_real_1: 0.15752249956130981 (0.22583892113632625) | > loss_disc_real_2: 0.19303759932518005 (0.20765933560000527) | > loss_disc_real_3: 0.24911312758922577 (0.20988173286120096) | > loss_disc_real_4: 0.29829275608062744 (0.22974400056733024) | > loss_disc_real_5: 0.2502112090587616 (0.21448818345864615) | > loss_0: 2.3204023838043213 (2.347714477115207) | > loss_gen: 2.5364181995391846 (2.3923242886861167) | > loss_kl: 2.1628761291503906 (3.2065659099155) | > loss_feat: 9.826791763305664 (7.149993790520562) | > loss_mel: 20.038400650024414 (17.806051678127712) | > loss_duration: 2.170191764831543 (2.357049094306098) | > loss_1: 36.73468017578125 (32.911984549628365)  --> STEP: 10 | > loss_disc: 2.484282970428467 (2.361371326446533) | > loss_disc_real_0: 0.10731044411659241 (0.13006235361099244) | > loss_disc_real_1: 0.21655060350894928 (0.22491008937358856) | > loss_disc_real_2: 0.2655898630619049 (0.21345238834619523) | > loss_disc_real_3: 0.18352076411247253 (0.20724563598632811) | > loss_disc_real_4: 0.25016865134239197 (0.23178646564483643) | > loss_disc_real_5: 0.2732497453689575 (0.22036433964967728) | > loss_0: 2.484282970428467 (2.361371326446533) | > loss_gen: 2.3658287525177 (2.389674735069275) | > loss_kl: 3.210834264755249 (3.206992745399475) | > loss_feat: 7.191624164581299 (7.154156827926636) | > loss_mel: 16.53441619873047 (17.67888813018799) | > loss_duration: 2.4262514114379883 (2.363969326019287) | > loss_1: 31.728954315185547 (32.79368152618408)  --> STEP: 11 | > loss_disc: 2.488298177719116 (2.3729101311076772) | > loss_disc_real_0: 0.11588788032531738 (0.12877376513047653) | > loss_disc_real_1: 0.272828072309494 (0.22926626964048905) | > loss_disc_real_2: 0.22820593416690826 (0.21479361978444186) | > loss_disc_real_3: 0.20669898390769958 (0.20719594034281644) | > loss_disc_real_4: 0.2189137488603592 (0.2306162186644294) | > loss_disc_real_5: 0.2654392719268799 (0.2244620607657866) | > loss_0: 2.488298177719116 (2.3729101311076772) | > loss_gen: 2.2255020141601562 (2.374749942259355) | > loss_kl: 3.6814463138580322 (3.2501248879866167) | > loss_feat: 7.460333347320557 (7.181991056962446) | > loss_mel: 18.364381790161133 (17.741205735640094) | > loss_duration: 2.583214521408081 (2.3839007074182685) | > loss_1: 34.314876556396484 (32.93197198347612)  --> STEP: 12 | > loss_disc: 2.3393843173980713 (2.3701163132985434) | > loss_disc_real_0: 0.12288185954093933 (0.1282827729980151) | > loss_disc_real_1: 0.22231481969356537 (0.2286869821449121) | > loss_disc_real_2: 0.2556130290031433 (0.21819523721933365) | > loss_disc_real_3: 0.2483038455247879 (0.21062159910798073) | > loss_disc_real_4: 0.25004762411117554 (0.23223550245165825) | > loss_disc_real_5: 0.22275254130363464 (0.22431960081060728) | > loss_0: 2.3393843173980713 (2.3701163132985434) | > loss_gen: 2.5363972187042236 (2.3882205486297607) | > loss_kl: 3.1024324893951416 (3.237817188103994) | > loss_feat: 6.019425868988037 (7.085110624631246) | > loss_mel: 17.107770919799805 (17.688419500986736) | > loss_duration: 2.286151170730591 (2.3757549126942954) | > loss_1: 31.05217933654785 (32.775322596232094)  --> STEP: 13 | > loss_disc: 2.55367112159729 (2.3842359139369083) | > loss_disc_real_0: 0.21747751533985138 (0.1351439070243102) | > loss_disc_real_1: 0.25984230637550354 (0.23108354554726526) | > loss_disc_real_2: 0.27236950397491455 (0.2223624885082245) | > loss_disc_real_3: 0.19689926505088806 (0.20956603494974282) | > loss_disc_real_4: 0.23601914942264557 (0.23252655221865728) | > loss_disc_real_5: 0.2498953491449356 (0.22628696606709406) | > loss_0: 2.55367112159729 (2.3842359139369083) | > loss_gen: 2.4444665908813477 (2.3925471672644982) | > loss_kl: 3.055433750152588 (3.2237876928769627) | > loss_feat: 5.73012638092041 (6.98088106742272) | > loss_mel: 16.365530014038086 (17.586658771221455) | > loss_duration: 2.26127290725708 (2.3669486045837402) | > loss_1: 29.856830596923828 (32.55082321166992)  --> STEP: 14 | > loss_disc: 2.278021812438965 (2.376649192401341) | > loss_disc_real_0: 0.18637420237064362 (0.1388032138347626) | > loss_disc_real_1: 0.13206934928894043 (0.22401110295738494) | > loss_disc_real_2: 0.1547168791294098 (0.2175306592668806) | > loss_disc_real_3: 0.19572891294956207 (0.20857766909258707) | > loss_disc_real_4: 0.2096911370754242 (0.23089545113699778) | > loss_disc_real_5: 0.1952029913663864 (0.22406668215990067) | > loss_0: 2.278021812438965 (2.376649192401341) | > loss_gen: 2.1814897060394287 (2.3774716343198503) | > loss_kl: 3.411475419998169 (3.2371939590999057) | > loss_feat: 6.627181053161621 (6.955616780689785) | > loss_mel: 18.593158721923828 (17.658551624843053) | > loss_duration: 2.387053966522217 (2.36838470186506) | > loss_1: 33.20035934448242 (32.59721864972796)  --> STEP: 15 | > loss_disc: 2.3830513954162598 (2.377076005935669) | > loss_disc_real_0: 0.06493958830833435 (0.13387897213300073) | > loss_disc_real_1: 0.14840038120746613 (0.218970388174057) | > loss_disc_real_2: 0.20455078780651093 (0.21666533450285594) | > loss_disc_real_3: 0.17105397582054138 (0.20607608954111736) | > loss_disc_real_4: 0.24848857522010803 (0.23206832607587177) | > loss_disc_real_5: 0.29795607924461365 (0.2289926419655482) | > loss_0: 2.3830513954162598 (2.377076005935669) | > loss_gen: 2.114741563796997 (2.3599562962849934) | > loss_kl: 3.3428456783294678 (3.2442374070485434) | > loss_feat: 6.514629364013672 (6.926217619578043) | > loss_mel: 17.940311431884766 (17.677335611979167) | > loss_duration: 2.411004066467285 (2.3712259928385415) | > loss_1: 32.32353210449219 (32.578972880045576)  --> STEP: 16 | > loss_disc: 2.243927001953125 (2.36875419318676) | > loss_disc_real_0: 0.24052265286445618 (0.1405442021787167) | > loss_disc_real_1: 0.22604545950889587 (0.21941258013248444) | > loss_disc_real_2: 0.22943493723869324 (0.21746343467384577) | > loss_disc_real_3: 0.171623095870018 (0.20392277743667364) | > loss_disc_real_4: 0.1945894956588745 (0.22972589917480946) | > loss_disc_real_5: 0.18412041664123535 (0.22618812788277864) | > loss_0: 2.243927001953125 (2.36875419318676) | > loss_gen: 2.602588415145874 (2.3751208037137985) | > loss_kl: 3.0374057292938232 (3.2313104271888733) | > loss_feat: 6.049713611602783 (6.87143611907959) | > loss_mel: 16.319433212280273 (17.592466711997986) | > loss_duration: 2.405198574066162 (2.373349279165268) | > loss_1: 30.414339065551758 (32.44368326663971)  --> STEP: 17 | > loss_disc: 2.376909017562866 (2.3692338887382958) | > loss_disc_real_0: 0.09696789085865021 (0.13798088974812453) | > loss_disc_real_1: 0.13823267817497253 (0.21463729178204255) | > loss_disc_real_2: 0.2467074692249298 (0.21918367200038014) | > loss_disc_real_3: 0.21606750786304474 (0.20463717334410725) | > loss_disc_real_4: 0.30081847310066223 (0.2339078152880949) | > loss_disc_real_5: 0.3191983103752136 (0.231659315088216) | > loss_0: 2.376909017562866 (2.3692338887382958) | > loss_gen: 2.4172019958496094 (2.3775961679570816) | > loss_kl: 2.784226894378662 (3.2050113958470963) | > loss_feat: 6.3166913986206055 (6.83880407669965) | > loss_mel: 17.579599380493164 (17.59170981014476) | > loss_duration: 2.525023937225342 (2.382271317874684) | > loss_1: 31.622743606567383 (32.39539269840016)  --> STEP: 18 | > loss_disc: 2.438105344772339 (2.3730600807401867) | > loss_disc_real_0: 0.04739374667406082 (0.13294827068845433) | > loss_disc_real_1: 0.20457617938518524 (0.21407834109332827) | > loss_disc_real_2: 0.25852665305137634 (0.2213693931698799) | > loss_disc_real_3: 0.17566807568073273 (0.20302777902947533) | > loss_disc_real_4: 0.26160359382629395 (0.2354464696513282) | > loss_disc_real_5: 0.24080559611320496 (0.2321674418118265) | > loss_0: 2.438105344772339 (2.3730600807401867) | > loss_gen: 2.39153790473938 (2.3783707088894315) | > loss_kl: 3.1196300983428955 (3.2002679904301963) | > loss_feat: 9.100805282592773 (6.964470810360378) | > loss_mel: 19.32891273498535 (17.688221083747017) | > loss_duration: 2.310171604156494 (2.3782657782236734) | > loss_1: 36.25105667114258 (32.609596252441406)  --> STEP: 19 | > loss_disc: 2.529431104660034 (2.381290134630705) | > loss_disc_real_0: 0.1477435678243637 (0.13372697053771274) | > loss_disc_real_1: 0.18159450590610504 (0.2123686655571586) | > loss_disc_real_2: 0.28421440720558167 (0.22467702548754842) | > loss_disc_real_3: 0.22786125540733337 (0.20433480410199417) | > loss_disc_real_4: 0.2938418984413147 (0.2385199132718538) | > loss_disc_real_5: 0.2377275973558426 (0.23246008157730103) | > loss_0: 2.529431104660034 (2.381290134630705) | > loss_gen: 2.392223834991455 (2.3790998207895377) | > loss_kl: 2.41703200340271 (3.159045043744539) | > loss_feat: 6.079737663269043 (6.917905907881887) | > loss_mel: 16.587427139282227 (17.63028456035413) | > loss_duration: 2.3495595455169678 (2.376754923870689) | > loss_1: 29.82598114013672 (32.463090193899056)  --> STEP: 20 | > loss_disc: 2.331763744354248 (2.3788138151168825) | > loss_disc_real_0: 0.11585941910743713 (0.13283359296619895) | > loss_disc_real_1: 0.2233443409204483 (0.2129174493253231) | > loss_disc_real_2: 0.20423546433448792 (0.2236549474298954) | > loss_disc_real_3: 0.17814891040325165 (0.20302550941705705) | > loss_disc_real_4: 0.23904578387737274 (0.23854620680212973) | > loss_disc_real_5: 0.21283800899982452 (0.2314789779484272) | > loss_0: 2.331763744354248 (2.3788138151168825) | > loss_gen: 2.3305397033691406 (2.376671814918518) | > loss_kl: 2.081326484680176 (3.105159115791321) | > loss_feat: 6.8782453536987305 (6.9159228801727295) | > loss_mel: 16.89463996887207 (17.593502330780026) | > loss_duration: 2.3269386291503906 (2.374264109134674) | > loss_1: 30.511690139770508 (32.36552019119263)  --> STEP: 21 | > loss_disc: 2.5751523971557617 (2.388163271404448) | > loss_disc_real_0: 0.14145593345165253 (0.13324418060836343) | > loss_disc_real_1: 0.3134458065032959 (0.21770451395284562) | > loss_disc_real_2: 0.26008206605911255 (0.2253895721265248) | > loss_disc_real_3: 0.17745983600616455 (0.20180809639749073) | > loss_disc_real_4: 0.21116948127746582 (0.2372425532057172) | > loss_disc_real_5: 0.17497235536575317 (0.2287881863968713) | > loss_0: 2.5751523971557617 (2.388163271404448) | > loss_gen: 2.2931926250457764 (2.3726966154007685) | > loss_kl: 2.8053746223449707 (3.090883663722447) | > loss_feat: 5.98248291015625 (6.871473357790992) | > loss_mel: 15.713253021240234 (17.50396664937337) | > loss_duration: 2.2419590950012207 (2.3679638703664145) | > loss_1: 29.0362606048584 (32.20698402041481)  --> STEP: 22 | > loss_disc: 2.53973126411438 (2.3950527256185357) | > loss_disc_real_0: 0.23066556453704834 (0.13767242533239457) | > loss_disc_real_1: 0.2498067319393158 (0.21916370567950336) | > loss_disc_real_2: 0.2322496920824051 (0.225701395760883) | > loss_disc_real_3: 0.21687628328800201 (0.20249301398342306) | > loss_disc_real_4: 0.24953585863113403 (0.2378013398159634) | > loss_disc_real_5: 0.24315766990184784 (0.2294413447380066) | > loss_0: 2.53973126411438 (2.3950527256185357) | > loss_gen: 2.578317165374756 (2.3820430040359497) | > loss_kl: 2.461829900741577 (3.06229031085968) | > loss_feat: 7.59402322769165 (6.904316533695567) | > loss_mel: 17.76671028137207 (17.51590954173695) | > loss_duration: 2.2265918254852295 (2.3615378683263604) | > loss_1: 32.627471923828125 (32.226097106933594)  --> STEP: 23 | > loss_disc: 2.4369707107543945 (2.3968752467113994) | > loss_disc_real_0: 0.1246165782213211 (0.13710477980582617) | > loss_disc_real_1: 0.2522158920764923 (0.22060075726198114) | > loss_disc_real_2: 0.26215943694114685 (0.22728652798611185) | > loss_disc_real_3: 0.2674374282360077 (0.20531668416831805) | > loss_disc_real_4: 0.22522032260894775 (0.23725433906783228) | > loss_disc_real_5: 0.2269907146692276 (0.22933479560458142) | > loss_0: 2.4369707107543945 (2.3968752467113994) | > loss_gen: 2.438626289367676 (2.3845031468764595) | > loss_kl: 2.851032018661499 (3.053105167720629) | > loss_feat: 9.337841033935547 (7.0101219467494795) | > loss_mel: 18.012184143066406 (17.537486698316492) | > loss_duration: 2.3080570697784424 (2.3592126162155815) | > loss_1: 34.94773864746094 (32.344429347826086)  --> STEP: 24 | > loss_disc: 2.3916566371917725 (2.3966578046480813) | > loss_disc_real_0: 0.09150546789169312 (0.1352048084760706) | > loss_disc_real_1: 0.2694501280784607 (0.2226361477126678) | > loss_disc_real_2: 0.16633591055870056 (0.22474691892663637) | > loss_disc_real_3: 0.16556279361248016 (0.2036602720618248) | > loss_disc_real_4: 0.21876779198646545 (0.23648406627277532) | > loss_disc_real_5: 0.20037630200386047 (0.22812819170455137) | > loss_0: 2.3916566371917725 (2.3966578046480813) | > loss_gen: 2.2090539932250977 (2.3771927654743195) | > loss_kl: 2.5332741737365723 (3.031445542971293) | > loss_feat: 6.9054460525512695 (7.0057604511578875) | > loss_mel: 17.025161743164062 (17.51613982518514) | > loss_duration: 2.455383777618408 (2.363219747940699) | > loss_1: 31.128318786621094 (32.29375807444254)  --> STEP: 25 | > loss_disc: 2.7100374698638916 (2.409192991256714) | > loss_disc_real_0: 0.22225093841552734 (0.13868665367364888) | > loss_disc_real_1: 0.2647278308868408 (0.22431981503963472) | > loss_disc_real_2: 0.28611519932746887 (0.2272016501426697) | > loss_disc_real_3: 0.2592598497867584 (0.20588425517082215) | > loss_disc_real_4: 0.2876667380332947 (0.2385313731431961) | > loss_disc_real_5: 0.2642900347709656 (0.22957466542720795) | > loss_0: 2.7100374698638916 (2.409192991256714) | > loss_gen: 2.275200128555298 (2.3731130599975585) | > loss_kl: 2.937169075012207 (3.0276744842529295) | > loss_feat: 5.461994647979736 (6.944009819030762) | > loss_mel: 14.400687217712402 (17.39152172088623) | > loss_duration: 2.413384437561035 (2.3652263355255125) | > loss_1: 27.488433837890625 (32.10154510498047)  --> STEP: 26 | > loss_disc: 3.263786792755127 (2.442061983622038) | > loss_disc_real_0: 0.18517708778381348 (0.1404747472932706) | > loss_disc_real_1: 0.2740403115749359 (0.22623214182945398) | > loss_disc_real_2: 0.27461889386177063 (0.22902539028571203) | > loss_disc_real_3: 0.24656935036182404 (0.2074490665243222) | > loss_disc_real_4: 0.19340278208255768 (0.23679565810240233) | > loss_disc_real_5: 0.18805314600467682 (0.22797768391095674) | > loss_0: 3.263786792755127 (2.442061983622038) | > loss_gen: 1.4958922863006592 (2.3393737994707546) | > loss_kl: 2.4409890174865723 (3.00510965860807) | > loss_feat: 4.888614177703857 (6.8649561405181885) | > loss_mel: 8.842909812927246 (17.0627289551955) | > loss_duration: 2.2579407691955566 (2.361099967589745) | > loss_1: 19.92634391784668 (31.633268136244553) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023523752505962667 (-4.3016213637131744e-05) | > avg_loss_disc: 2.442061983622038 (-0.09899522708012398) | > avg_loss_disc_real_0: 0.1404747472932706 (-0.043522776892551934) | > avg_loss_disc_real_1: 0.22623214182945398 (-0.07174315647437021) | > avg_loss_disc_real_2: 0.22902539028571203 (-0.02878788170906213) | > avg_loss_disc_real_3: 0.2074490665243222 (-0.09535252761382329) | > avg_loss_disc_real_4: 0.23679565810240233 (-0.036410713998170974) | > avg_loss_disc_real_5: 0.22797768391095674 (-0.028442519788558718) | > avg_loss_0: 2.442061983622038 (-0.09899522708012398) | > avg_loss_gen: 2.3393737994707546 (-0.367186894783607) | > avg_loss_kl: 3.00510965860807 (-0.016044589189382563) | > avg_loss_feat: 6.8649561405181885 (+0.3391672647916355) | > avg_loss_mel: 17.0627289551955 (-0.353251163776104) | > avg_loss_duration: 2.361099967589745 (+0.015195764028109071) | > avg_loss_1: 31.633268136244553 (-0.3821195455697861)  > EPOCH: 792/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:16:17)   --> TIME: 2024-06-12 02:16:23 -- STEP: 14/330 -- GLOBAL_STEP: 349375 | > loss_disc: 2.276251792907715 (2.2761293990271434) | > loss_disc_real_0: 0.08199077844619751 (0.10561079319034304) | > loss_disc_real_1: 0.18290282785892487 (0.19348577622856414) | > loss_disc_real_2: 0.17933495342731476 (0.20115132736308233) | > loss_disc_real_3: 0.2118184119462967 (0.2136339619755745) | > loss_disc_real_4: 0.22316361963748932 (0.22564673210893357) | > loss_disc_real_5: 0.20890575647354126 (0.21533703697579248) | > loss_0: 2.276251792907715 (2.2761293990271434) | > grad_norm_0: tensor(11.8518, device='cuda:0') (tensor(7.6290, device='cuda:0')) | > loss_gen: 2.4901256561279297 (2.5414139372961864) | > loss_kl: 1.9444160461425781 (1.893788652760642) | > loss_feat: 7.078436851501465 (7.017731462206159) | > loss_mel: 17.3509521484375 (17.5759368624006) | > loss_duration: 2.0109682083129883 (2.0593002438545227) | > loss_1: 30.874900817871094 (31.0881712777274) | > grad_norm_1: tensor(81.9506, device='cuda:0') (tensor(91.7695, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.3507 (0.36913529464176725) | > loader_time: 0.0035 (0.0033777611596243723)  --> TIME: 2024-06-12 02:16:33 -- STEP: 39/330 -- GLOBAL_STEP: 349400 | > loss_disc: 2.311744213104248 (2.3245309560726852) | > loss_disc_real_0: 0.13015200197696686 (0.10432767810729834) | > loss_disc_real_1: 0.24437160789966583 (0.19552233509528333) | > loss_disc_real_2: 0.22042974829673767 (0.20847687851160002) | > loss_disc_real_3: 0.1687958538532257 (0.22545267947209188) | > loss_disc_real_4: 0.1989460289478302 (0.23141624453740242) | > loss_disc_real_5: 0.20248395204544067 (0.22184219994606116) | > loss_0: 2.311744213104248 (2.3245309560726852) | > grad_norm_0: tensor(8.3516, device='cuda:0') (tensor(7.9710, device='cuda:0')) | > loss_gen: 2.4490392208099365 (2.5388992138397994) | > loss_kl: 2.0085701942443848 (1.9421797012671447) | > loss_feat: 6.911726951599121 (7.141289136348626) | > loss_mel: 17.06505584716797 (17.438079736171623) | > loss_duration: 1.992088794708252 (2.0027432411144943) | > loss_1: 30.426481246948242 (31.063190900362454) | > grad_norm_1: tensor(110.3299, device='cuda:0') (tensor(81.5611, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.3902 (0.370798422740056) | > loader_time: 0.0038 (0.003626120396149464)  --> TIME: 2024-06-12 02:16:42 -- STEP: 64/330 -- GLOBAL_STEP: 349425 | > loss_disc: 2.4623353481292725 (2.3428058549761763) | > loss_disc_real_0: 0.08732504397630692 (0.10470240144059062) | > loss_disc_real_1: 0.20131425559520721 (0.19734004442580047) | > loss_disc_real_2: 0.23622064292430878 (0.20911813457496464) | > loss_disc_real_3: 0.228812575340271 (0.22745281248353422) | > loss_disc_real_4: 0.20795902609825134 (0.2322720568627119) | > loss_disc_real_5: 0.1970997154712677 (0.22457506135106087) | > loss_0: 2.4623353481292725 (2.3428058549761763) | > grad_norm_0: tensor(8.3112, device='cuda:0') (tensor(8.6534, device='cuda:0')) | > loss_gen: 2.2246787548065186 (2.5095754973590374) | > loss_kl: 1.8317382335662842 (1.9441817104816437) | > loss_feat: 6.342599391937256 (7.0719644501805305) | > loss_mel: 17.754919052124023 (17.395495310425765) | > loss_duration: 1.9841645956039429 (1.9895251560956235) | > loss_1: 30.138099670410156 (30.91074213385582) | > grad_norm_1: tensor(196.5803, device='cuda:0') (tensor(85.2529, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.3888 (0.372303269803524) | > loader_time: 0.004 (0.003711756318807602)  --> TIME: 2024-06-12 02:16:52 -- STEP: 89/330 -- GLOBAL_STEP: 349450 | > loss_disc: 2.3216915130615234 (2.3454102666190484) | > loss_disc_real_0: 0.11363399028778076 (0.1056658107410656) | > loss_disc_real_1: 0.1900208443403244 (0.19608881031529288) | > loss_disc_real_2: 0.19507606327533722 (0.2101428152135249) | > loss_disc_real_3: 0.2349766194820404 (0.22820842500483052) | > loss_disc_real_4: 0.23259326815605164 (0.2325480141666498) | > loss_disc_real_5: 0.21849794685840607 (0.22427251499690368) | > loss_0: 2.3216915130615234 (2.3454102666190484) | > grad_norm_0: tensor(9.2730, device='cuda:0') (tensor(9.5718, device='cuda:0')) | > loss_gen: 2.5825657844543457 (2.498693010780249) | > loss_kl: 2.031560182571411 (1.956047986330611) | > loss_feat: 6.980232238769531 (7.046508874786034) | > loss_mel: 17.436664581298828 (17.329465898235203) | > loss_duration: 2.0092825889587402 (1.9844899699929053) | > loss_1: 31.04030418395996 (30.81520577762904) | > grad_norm_1: tensor(277.1245, device='cuda:0') (tensor(114.4497, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.3498 (0.3698095685980294) | > loader_time: 0.0039 (0.0037777236338411824)  --> TIME: 2024-06-12 02:17:01 -- STEP: 114/330 -- GLOBAL_STEP: 349475 | > loss_disc: 2.38899302482605 (2.345536903331155) | > loss_disc_real_0: 0.09422336518764496 (0.10625326901412847) | > loss_disc_real_1: 0.20657414197921753 (0.19600611768270793) | > loss_disc_real_2: 0.22567102313041687 (0.21063317789843208) | > loss_disc_real_3: 0.2239207923412323 (0.22934353573803315) | > loss_disc_real_4: 0.23259499669075012 (0.23189280927181244) | > loss_disc_real_5: 0.21984107792377472 (0.22284328061760517) | > loss_0: 2.38899302482605 (2.345536903331155) | > grad_norm_0: tensor(10.7485, device='cuda:0') (tensor(10.3345, device='cuda:0')) | > loss_gen: 2.4986255168914795 (2.49636681456315) | > loss_kl: 2.0815398693084717 (1.9706811120635586) | > loss_feat: 7.171316623687744 (7.035913078408492) | > loss_mel: 17.516510009765625 (17.288964949156114) | > loss_duration: 2.034472942352295 (1.988186370908168) | > loss_1: 31.302465438842773 (30.7801123669273) | > grad_norm_1: tensor(193.6534, device='cuda:0') (tensor(130.1486, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.3692 (0.3694832241326048) | > loader_time: 0.0038 (0.00383725082665159)  --> TIME: 2024-06-12 02:17:11 -- STEP: 139/330 -- GLOBAL_STEP: 349500 | > loss_disc: 2.4471545219421387 (2.3487238883972172) | > loss_disc_real_0: 0.15740862488746643 (0.1085801468157082) | > loss_disc_real_1: 0.20690803229808807 (0.1962404250026607) | > loss_disc_real_2: 0.18971526622772217 (0.20998873202492008) | > loss_disc_real_3: 0.2223273068666458 (0.2289145607099259) | > loss_disc_real_4: 0.24078337848186493 (0.23186621391515938) | > loss_disc_real_5: 0.2040998637676239 (0.22290775094100898) | > loss_0: 2.4471545219421387 (2.3487238883972172) | > grad_norm_0: tensor(11.4455, device='cuda:0') (tensor(11.1804, device='cuda:0')) | > loss_gen: 2.49525785446167 (2.4924670792312082) | > loss_kl: 1.8850642442703247 (1.9817349842126422) | > loss_feat: 6.581546783447266 (7.00233255701957) | > loss_mel: 17.03265380859375 (17.263351117964277) | > loss_duration: 2.0681352615356445 (1.9944689316715267) | > loss_1: 30.06265640258789 (30.734354622930073) | > grad_norm_1: tensor(170.1303, device='cuda:0') (tensor(147.2079, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.3891 (0.370096518839006) | > loader_time: 0.0041 (0.003940148319271829) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_349500.pth  --> TIME: 2024-06-12 02:17:26 -- STEP: 164/330 -- GLOBAL_STEP: 349525 | > loss_disc: 2.4460244178771973 (2.354110432834161) | > loss_disc_real_0: 0.10747557878494263 (0.11051057101931512) | > loss_disc_real_1: 0.2071176916360855 (0.19653034192032925) | > loss_disc_real_2: 0.19324946403503418 (0.21090425151150402) | > loss_disc_real_3: 0.2283620685338974 (0.22917004084078282) | > loss_disc_real_4: 0.2563239336013794 (0.23252417383397497) | > loss_disc_real_5: 0.269982248544693 (0.2221442630923376) | > loss_0: 2.4460244178771973 (2.354110432834161) | > grad_norm_0: tensor(40.3810, device='cuda:0') (tensor(13.0621, device='cuda:0')) | > loss_gen: 2.4017977714538574 (2.493861275475201) | > loss_kl: 2.118027925491333 (1.9935757459663763) | > loss_feat: 6.638628005981445 (7.011254551934033) | > loss_mel: 16.009933471679688 (17.255173223774612) | > loss_duration: 2.0825228691101074 (1.9994457029714816) | > loss_1: 29.250911712646484 (30.753310471046262) | > grad_norm_1: tensor(332.7054, device='cuda:0') (tensor(174.5138, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.4 (0.37440061859968254) | > loader_time: 0.0045 (0.004008000943718888)  --> TIME: 2024-06-12 02:17:36 -- STEP: 189/330 -- GLOBAL_STEP: 349550 | > loss_disc: 2.4312145709991455 (2.358577241342534) | > loss_disc_real_0: 0.12410332262516022 (0.11240249966818187) | > loss_disc_real_1: 0.22044847905635834 (0.1970421456628375) | > loss_disc_real_2: 0.2111085206270218 (0.21066210304618513) | > loss_disc_real_3: 0.2508270740509033 (0.22928042181585204) | > loss_disc_real_4: 0.26529204845428467 (0.23247693124271573) | > loss_disc_real_5: 0.2385886311531067 (0.2223103340498354) | > loss_0: 2.4312145709991455 (2.358577241342534) | > grad_norm_0: tensor(25.9516, device='cuda:0') (tensor(14.6917, device='cuda:0')) | > loss_gen: 2.660270929336548 (2.4922388066690444) | > loss_kl: 2.251143455505371 (2.0007887378571527) | > loss_feat: 6.962897300720215 (6.984002365637078) | > loss_mel: 16.560693740844727 (17.20071906135196) | > loss_duration: 2.099501609802246 (2.007394946441449) | > loss_1: 30.534507751464844 (30.68514389966531) | > grad_norm_1: tensor(304.5831, device='cuda:0') (tensor(189.4129, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.4004 (0.3767611993052975) | > loader_time: 0.0055 (0.004126146356895487)  --> TIME: 2024-06-12 02:17:46 -- STEP: 214/330 -- GLOBAL_STEP: 349575 | > loss_disc: 2.443419933319092 (2.3596772690799748) | > loss_disc_real_0: 0.12492946535348892 (0.1137721711230055) | > loss_disc_real_1: 0.20186913013458252 (0.19759266531077496) | > loss_disc_real_2: 0.19902583956718445 (0.2112611576775524) | > loss_disc_real_3: 0.21035972237586975 (0.22947163030365922) | > loss_disc_real_4: 0.26347821950912476 (0.23245757323837726) | > loss_disc_real_5: 0.2653977870941162 (0.2218923417625026) | > loss_0: 2.443419933319092 (2.3596772690799748) | > grad_norm_0: tensor(69.4157, device='cuda:0') (tensor(16.4486, device='cuda:0')) | > loss_gen: 2.2266290187835693 (2.496697665374971) | > loss_kl: 2.0136516094207764 (2.0086610679314516) | > loss_feat: 6.017173767089844 (7.0022443588649) | > loss_mel: 16.67193603515625 (17.181662287667525) | > loss_duration: 2.1148929595947266 (2.014836788734543) | > loss_1: 29.04428482055664 (30.704102168573396) | > grad_norm_1: tensor(359.9312, device='cuda:0') (tensor(210.3589, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.4006 (0.37985692403026855) | > loader_time: 0.0062 (0.004232427784215625)  --> TIME: 2024-06-12 02:17:57 -- STEP: 239/330 -- GLOBAL_STEP: 349600 | > loss_disc: 2.2471120357513428 (2.3608582139513983) | > loss_disc_real_0: 0.07095356285572052 (0.11463688011573447) | > loss_disc_real_1: 0.21300701797008514 (0.19773617293295997) | > loss_disc_real_2: 0.19822046160697937 (0.2108152057336464) | > loss_disc_real_3: 0.21104039251804352 (0.2295570679040135) | > loss_disc_real_4: 0.19467519223690033 (0.2320490554286845) | > loss_disc_real_5: 0.18401023745536804 (0.2211765198029235) | > loss_0: 2.2471120357513428 (2.3608582139513983) | > grad_norm_0: tensor(37.6693, device='cuda:0') (tensor(18.8043, device='cuda:0')) | > loss_gen: 2.690366268157959 (2.4961157942416787) | > loss_kl: 1.9518218040466309 (2.0124483163386726) | > loss_feat: 7.519811153411865 (6.999020380953865) | > loss_mel: 17.229175567626953 (17.163468971412037) | > loss_duration: 2.071571111679077 (2.023986711162902) | > loss_1: 31.46274757385254 (30.695040164133495) | > grad_norm_1: tensor(543.9770, device='cuda:0') (tensor(234.9634, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.4403 (0.3843239171734417) | > loader_time: 0.0058 (0.004352046854825202)  --> TIME: 2024-06-12 02:18:08 -- STEP: 264/330 -- GLOBAL_STEP: 349625 | > loss_disc: 2.32528018951416 (2.364156809720126) | > loss_disc_real_0: 0.14125707745552063 (0.11608102996692511) | > loss_disc_real_1: 0.21103350818157196 (0.19787416652296524) | > loss_disc_real_2: 0.19613297283649445 (0.21122046481027748) | > loss_disc_real_3: 0.2013007253408432 (0.22973911345682363) | > loss_disc_real_4: 0.1970556378364563 (0.23206293707092604) | > loss_disc_real_5: 0.17933951318264008 (0.22150659222494473) | > loss_0: 2.32528018951416 (2.364156809720126) | > grad_norm_0: tensor(27.0837, device='cuda:0') (tensor(19.5448, device='cuda:0')) | > loss_gen: 2.439678907394409 (2.4929283225175114) | > loss_kl: 2.200928211212158 (2.0201426505139395) | > loss_feat: 6.824018478393555 (7.0043004967949605) | > loss_mel: 16.918052673339844 (17.12789818373592) | > loss_duration: 2.1483731269836426 (2.0322940895954753) | > loss_1: 30.531049728393555 (30.677563717871003) | > grad_norm_1: tensor(347.4545, device='cuda:0') (tensor(249.2878, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.4484 (0.3893344953204648) | > loader_time: 0.0062 (0.004472226807565403)  --> TIME: 2024-06-12 02:18:20 -- STEP: 289/330 -- GLOBAL_STEP: 349650 | > loss_disc: 2.4008066654205322 (2.3642920688774343) | > loss_disc_real_0: 0.07271410524845123 (0.11694502227240368) | > loss_disc_real_1: 0.1684124916791916 (0.19775801742365606) | > loss_disc_real_2: 0.17842194437980652 (0.21114025906914247) | > loss_disc_real_3: 0.23990043997764587 (0.22957846491394576) | > loss_disc_real_4: 0.25410977005958557 (0.23175617382188157) | > loss_disc_real_5: 0.2673405408859253 (0.22124543084817777) | > loss_0: 2.4008066654205322 (2.3642920688774343) | > grad_norm_0: tensor(44.6303, device='cuda:0') (tensor(21.2503, device='cuda:0')) | > loss_gen: 2.524945020675659 (2.491528164556695) | > loss_kl: 1.9706699848175049 (2.0262095086714824) | > loss_feat: 7.602295875549316 (7.010711917415209) | > loss_mel: 16.891740798950195 (17.068322072804584) | > loss_duration: 2.188028335571289 (2.0423094100193158) | > loss_1: 31.17767906188965 (30.639081057380228) | > grad_norm_1: tensor(616.8619, device='cuda:0') (tensor(266.1323, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.4796 (0.395330814341773) | > loader_time: 0.0062 (0.004624741300167099)  --> TIME: 2024-06-12 02:18:33 -- STEP: 314/330 -- GLOBAL_STEP: 349675 | > loss_disc: 2.368738889694214 (2.3708421105791806) | > loss_disc_real_0: 0.11295570433139801 (0.11945701148479608) | > loss_disc_real_1: 0.20884674787521362 (0.19840336852012916) | > loss_disc_real_2: 0.24026063084602356 (0.2115438525938684) | > loss_disc_real_3: 0.2217327058315277 (0.22980054453679716) | > loss_disc_real_4: 0.20422784984111786 (0.23213413784838027) | > loss_disc_real_5: 0.20274922251701355 (0.2213607213584481) | > loss_0: 2.368738889694214 (2.3708421105791806) | > grad_norm_0: tensor(43.2420, device='cuda:0') (tensor(23.3112, device='cuda:0')) | > loss_gen: 2.4100189208984375 (2.487925537072929) | > loss_kl: 2.109387159347534 (2.028055753297868) | > loss_feat: 7.15736198425293 (7.007402565828553) | > loss_mel: 16.655153274536133 (17.015454811655022) | > loss_duration: 2.248718738555908 (2.0553546578261486) | > loss_1: 30.580638885498047 (30.594193306698163) | > grad_norm_1: tensor(443.9974, device='cuda:0') (tensor(283.5941, device='cuda:0')) | > current_lr_0: 0.00018114742065815752 | > current_lr_1: 0.00018114742065815752 | > step_time: 0.5375 (0.4037445047099122) | > loader_time: 0.0081 (0.004837592695928686)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7421507835388184 (2.7421507835388184) | > loss_disc_real_0: 0.3168458342552185 (0.3168458342552185) | > loss_disc_real_1: 0.276211142539978 (0.276211142539978) | > loss_disc_real_2: 0.3031160831451416 (0.3031160831451416) | > loss_disc_real_3: 0.23149614036083221 (0.23149614036083221) | > loss_disc_real_4: 0.27271825075149536 (0.27271825075149536) | > loss_disc_real_5: 0.2207173854112625 (0.2207173854112625) | > loss_0: 2.7421507835388184 (2.7421507835388184) | > loss_gen: 2.3127870559692383 (2.3127870559692383) | > loss_kl: 2.679565668106079 (2.679565668106079) | > loss_feat: 5.144894123077393 (5.144894123077393) | > loss_mel: 16.620447158813477 (16.620447158813477) | > loss_duration: 3.0241599082946777 (3.0241599082946777) | > loss_1: 29.7818546295166 (29.7818546295166)  --> STEP: 1 | > loss_disc: 2.3991966247558594 (2.3991966247558594) | > loss_disc_real_0: 0.10512880235910416 (0.10512880235910416) | > loss_disc_real_1: 0.2065422683954239 (0.2065422683954239) | > loss_disc_real_2: 0.2187836468219757 (0.2187836468219757) | > loss_disc_real_3: 0.2896053194999695 (0.2896053194999695) | > loss_disc_real_4: 0.28078562021255493 (0.28078562021255493) | > loss_disc_real_5: 0.24414148926734924 (0.24414148926734924) | > loss_0: 2.3991966247558594 (2.3991966247558594) | > loss_gen: 2.415626049041748 (2.415626049041748) | > loss_kl: 3.094022512435913 (3.094022512435913) | > loss_feat: 6.153639316558838 (6.153639316558838) | > loss_mel: 16.557769775390625 (16.557769775390625) | > loss_duration: 2.466414451599121 (2.466414451599121) | > loss_1: 30.68747329711914 (30.68747329711914)  --> STEP: 2 | > loss_disc: 2.443798780441284 (2.4214977025985718) | > loss_disc_real_0: 0.13946972787380219 (0.12229926511645317) | > loss_disc_real_1: 0.31765297055244446 (0.2620976194739342) | > loss_disc_real_2: 0.30599740147590637 (0.26239052414894104) | > loss_disc_real_3: 0.2625232934951782 (0.27606430649757385) | > loss_disc_real_4: 0.20913545787334442 (0.24496053904294968) | > loss_disc_real_5: 0.21107487380504608 (0.22760818153619766) | > loss_0: 2.443798780441284 (2.4214977025985718) | > loss_gen: 2.5455574989318848 (2.4805917739868164) | > loss_kl: 2.048825740814209 (2.571424126625061) | > loss_feat: 5.549958229064941 (5.85179877281189) | > loss_mel: 16.682857513427734 (16.62031364440918) | > loss_duration: 2.4913883209228516 (2.4789013862609863) | > loss_1: 29.318586349487305 (30.003029823303223)  --> STEP: 3 | > loss_disc: 2.3417928218841553 (2.3949294090270996) | > loss_disc_real_0: 0.1724126935005188 (0.13900374124447504) | > loss_disc_real_1: 0.2543407380580902 (0.2595119923353195) | > loss_disc_real_2: 0.17747516930103302 (0.23408540586630502) | > loss_disc_real_3: 0.2184578776359558 (0.25686216354370117) | > loss_disc_real_4: 0.1907828450202942 (0.22690130770206451) | > loss_disc_real_5: 0.2518448233604431 (0.23568706214427948) | > loss_0: 2.3417928218841553 (2.3949294090270996) | > loss_gen: 2.635871410369873 (2.5323516527811685) | > loss_kl: 3.799236536026001 (2.9806949297587075) | > loss_feat: 7.4042792320251465 (6.369292259216309) | > loss_mel: 15.765817642211914 (16.335481643676758) | > loss_duration: 2.3514041900634766 (2.4364023208618164) | > loss_1: 31.95660972595215 (30.6542231241862)  --> STEP: 4 | > loss_disc: 2.8064985275268555 (2.4978216886520386) | > loss_disc_real_0: 0.26788198947906494 (0.17122330330312252) | > loss_disc_real_1: 0.30885106325149536 (0.2718467600643635) | > loss_disc_real_2: 0.27087122201919556 (0.24328185990452766) | > loss_disc_real_3: 0.278887540102005 (0.26236850768327713) | > loss_disc_real_4: 0.21574464440345764 (0.2241121418774128) | > loss_disc_real_5: 0.17785696685314178 (0.22122953832149506) | > loss_0: 2.8064985275268555 (2.4978216886520386) | > loss_gen: 2.0570430755615234 (2.4135245084762573) | > loss_kl: 3.664727210998535 (3.1517030000686646) | > loss_feat: 3.7838001251220703 (5.722919225692749) | > loss_mel: 13.59915542602539 (15.651400089263916) | > loss_duration: 2.3478989601135254 (2.4142764806747437) | > loss_1: 25.452625274658203 (29.3538236618042)  --> STEP: 5 | > loss_disc: 2.407358169555664 (2.4797289848327635) | > loss_disc_real_0: 0.13646692037582397 (0.1642720267176628) | > loss_disc_real_1: 0.26831281185150146 (0.27113997042179105) | > loss_disc_real_2: 0.32825568318367004 (0.26027662456035616) | > loss_disc_real_3: 0.2334345281124115 (0.256581711769104) | > loss_disc_real_4: 0.2201061099767685 (0.22331093549728392) | > loss_disc_real_5: 0.1561991274356842 (0.20822345614433288) | > loss_0: 2.407358169555664 (2.4797289848327635) | > loss_gen: 2.600818395614624 (2.4509832859039307) | > loss_kl: 2.9412567615509033 (3.1096137523651124) | > loss_feat: 7.1150922775268555 (6.00135383605957) | > loss_mel: 17.448497772216797 (16.01081962585449) | > loss_duration: 2.369535446166992 (2.4053282737731934) | > loss_1: 32.47520065307617 (29.978099060058593)  --> STEP: 6 | > loss_disc: 2.9793429374694824 (2.5629979769388833) | > loss_disc_real_0: 0.21423985064029694 (0.17259999737143517) | > loss_disc_real_1: 0.46775028109550476 (0.3039083555340767) | > loss_disc_real_2: 0.32276394963264465 (0.2706911787390709) | > loss_disc_real_3: 0.2785458564758301 (0.26024240255355835) | > loss_disc_real_4: 0.2384803295135498 (0.22583916783332825) | > loss_disc_real_5: 0.2446613758802414 (0.2142964427669843) | > loss_0: 2.9793429374694824 (2.5629979769388833) | > loss_gen: 2.528876304626465 (2.4639654556910195) | > loss_kl: 2.4041903018951416 (2.9920431772867837) | > loss_feat: 6.674161911010742 (6.113488515218099) | > loss_mel: 17.96396255493164 (16.33634344736735) | > loss_duration: 2.176801919937134 (2.36724054813385) | > loss_1: 31.74799156188965 (30.2730811436971)  --> STEP: 7 | > loss_disc: 2.4905974864959717 (2.552655049732753) | > loss_disc_real_0: 0.23707501590251923 (0.18181071430444717) | > loss_disc_real_1: 0.2926992177963257 (0.3023070501429694) | > loss_disc_real_2: 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loss_disc_real_5: 0.26601603627204895 (0.22826002724468708) | > loss_0: 2.697615385055542 (2.570775091648102) | > loss_gen: 2.6549785137176514 (2.52580389380455) | > loss_kl: 3.685483694076538 (3.19086229801178) | > loss_feat: 7.358990669250488 (6.379318594932556) | > loss_mel: 18.497337341308594 (16.83409333229065) | > loss_duration: 2.32014799118042 (2.3732330203056335) | > loss_1: 34.51694107055664 (31.303311586380005)  --> STEP: 9 | > loss_disc: 2.6929657459259033 (2.584351831012302) | > loss_disc_real_0: 0.2849386930465698 (0.20720095021857154) | > loss_disc_real_1: 0.31893691420555115 (0.3169596509801017) | > loss_disc_real_2: 0.3102598488330841 (0.2691195524401135) | > loss_disc_real_3: 0.24489463865756989 (0.25685333212216693) | > loss_disc_real_4: 0.24925802648067474 (0.2346414393848843) | > loss_disc_real_5: 0.22607332468032837 (0.22801706029309166) | > loss_0: 2.6929657459259033 (2.584351831012302) | > loss_gen: 2.577803611755371 (2.5315816402435303) | > loss_kl: 2.4865200519561768 (3.112602048450046) | > loss_feat: 6.706898212432861 (6.415716330210368) | > loss_mel: 19.675363540649414 (17.14979002210829) | > loss_duration: 2.2168121337890625 (2.3558529218037925) | > loss_1: 33.66339874267578 (31.56554349263509)  --> STEP: 10 | > loss_disc: 2.895481586456299 (2.6154648065567017) | > loss_disc_real_0: 0.2269672453403473 (0.20917757973074913) | > loss_disc_real_1: 0.320828378200531 (0.3173465237021446) | > loss_disc_real_2: 0.3129677474498749 (0.2735043719410896) | > loss_disc_real_3: 0.3205128312110901 (0.26321928203105927) | > loss_disc_real_4: 0.33546239137649536 (0.24472353458404542) | > loss_disc_real_5: 0.3761732578277588 (0.2428326800465584) | > loss_0: 2.895481586456299 (2.6154648065567017) | > loss_gen: 2.5230283737182617 (2.5307263135910034) | > loss_kl: 2.7486016750335693 (3.0762020111083985) | > loss_feat: 6.215127468109131 (6.3956574440002445) | > loss_mel: 17.729341506958008 (17.207745170593263) | > loss_duration: 2.3356385231018066 (2.353831481933594) | > loss_1: 31.55173683166504 (31.564162826538087)  --> STEP: 11 | > loss_disc: 2.6530613899230957 (2.6188826777718286) | > loss_disc_real_0: 0.1867542564868927 (0.20713909579948944) | > loss_disc_real_1: 0.28975534439086914 (0.31483823467384686) | > loss_disc_real_2: 0.27197134494781494 (0.27336500585079193) | > loss_disc_real_3: 0.257144033908844 (0.2626669867472215) | > loss_disc_real_4: 0.2676428556442261 (0.24680710922588) | > loss_disc_real_5: 0.30512917041778564 (0.2484959973530336) | > loss_0: 2.6530613899230957 (2.6188826777718286) | > loss_gen: 2.478611707687378 (2.5259886221452192) | > loss_kl: 3.7686123847961426 (3.139148408716375) | > loss_feat: 7.375377178192139 (6.484722874381325) | > loss_mel: 17.749282836914062 (17.256975867531516) | > loss_duration: 2.5526552200317383 (2.371906367215243) | > loss_1: 33.924537658691406 (31.778742356733844)  --> STEP: 12 | > loss_disc: 2.4800543785095215 (2.607313652833303) | > loss_disc_real_0: 0.12412861734628677 (0.20022155592838922) | > loss_disc_real_1: 0.2516137957572937 (0.30956953143080074) | > loss_disc_real_2: 0.23774680495262146 (0.27039682244261104) | > loss_disc_real_3: 0.2494838386774063 (0.2615683910747369) | > loss_disc_real_4: 0.21977415680885315 (0.24455436319112778) | > loss_disc_real_5: 0.25753143429756165 (0.24924895043174425) | > loss_0: 2.4800543785095215 (2.607313652833303) | > loss_gen: 2.392712354660034 (2.514882266521454) | > loss_kl: 2.833406925201416 (3.1136699517567954) | > loss_feat: 6.055768013000488 (6.448976635932922) | > loss_mel: 15.0028715133667 (17.06913383801778) | > loss_duration: 2.249593734741211 (2.3617136478424072) | > loss_1: 28.534353256225586 (31.508376598358154)  --> STEP: 13 | > loss_disc: 2.447416305541992 (2.5950138568878174) | > loss_disc_real_0: 0.13239845633506775 (0.19500439442121065) | > loss_disc_real_1: 0.4001826345920563 (0.3165397701355127) | > loss_disc_real_2: 0.16144824028015137 (0.262016162276268) | > loss_disc_real_3: 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(6.692848745981852) | > loss_mel: 18.919475555419922 (17.32926654815674) | > loss_duration: 2.3272953033447266 (2.35437806447347) | > loss_1: 35.828224182128906 (32.056423314412434)  --> STEP: 16 | > loss_disc: 2.2791812419891357 (2.533949926495552) | > loss_disc_real_0: 0.17603923380374908 (0.17915749782696366) | > loss_disc_real_1: 0.2746879458427429 (0.3093438511714339) | > loss_disc_real_2: 0.2641822099685669 (0.26149673853069544) | > loss_disc_real_3: 0.202602356672287 (0.24918750673532486) | > loss_disc_real_4: 0.16622747480869293 (0.2328737936913967) | > loss_disc_real_5: 0.22166436910629272 (0.2417243281379342) | > loss_0: 2.2791812419891357 (2.533949926495552) | > loss_gen: 2.8460659980773926 (2.542273625731468) | > loss_kl: 2.651932954788208 (3.126285493373871) | > loss_feat: 6.934521198272705 (6.7079532742500305) | > loss_mel: 16.172134399414062 (17.25694578886032) | > loss_duration: 2.466782331466675 (2.3614033311605453) | > loss_1: 31.071435928344727 (31.994861602783203)  --> STEP: 17 | > loss_disc: 2.7288591861724854 (2.5454151770647835) | > loss_disc_real_0: 0.217801034450531 (0.1814306470401147) | > loss_disc_real_1: 0.27651941776275635 (0.3074130021473941) | > loss_disc_real_2: 0.3195732533931732 (0.2649130041108412) | > loss_disc_real_3: 0.3068126142024994 (0.2525772189392763) | > loss_disc_real_4: 0.2773621678352356 (0.23549075687632842) | > loss_disc_real_5: 0.25341418385505676 (0.24241196670952966) | > loss_0: 2.7288591861724854 (2.5454151770647835) | > loss_gen: 2.526492118835449 (2.541345301796408) | > loss_kl: 2.442617893218994 (3.08606975218829) | > loss_feat: 6.493313789367676 (6.695327422198127) | > loss_mel: 16.979305267333984 (17.24061399347642) | > loss_duration: 2.466219902038574 (2.3675690118004296) | > loss_1: 30.90795135498047 (31.93092570585363)  --> STEP: 18 | > loss_disc: 2.0129404067993164 (2.5158332453833685) | > loss_disc_real_0: 0.13094446063041687 (0.17862585890624258) | > loss_disc_real_1: 0.2592461109161377 (0.3047370637456576) | > loss_disc_real_2: 0.16777192056179047 (0.25951627724700504) | > loss_disc_real_3: 0.18678869307041168 (0.2489223008354505) | > loss_disc_real_4: 0.15866295993328094 (0.23122254593504799) | > loss_disc_real_5: 0.12883463501930237 (0.23610211494896147) | > loss_0: 2.0129404067993164 (2.5158332453833685) | > loss_gen: 2.749518394470215 (2.55291047361162) | > loss_kl: 3.5603151321411133 (3.1124167177412243) | > loss_feat: 11.20201301574707 (6.945698844061957) | > loss_mel: 20.79579734802246 (17.438124179840088) | > loss_duration: 2.2915773391723633 (2.3633472522099814) | > loss_1: 40.599220275878906 (32.41249762641059)  --> STEP: 19 | > loss_disc: 2.522458553314209 (2.5161819458007812) | > loss_disc_real_0: 0.207199364900589 (0.18012972764278712) | > loss_disc_real_1: 0.25520747900009155 (0.30213024349589096) | > loss_disc_real_2: 0.24147416651248932 (0.2585666924715042) | > loss_disc_real_3: 0.2500374913215637 (0.2489809950715617) | > loss_disc_real_4: 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2.6427550315856934 (2.5597249388694765) | > loss_kl: 2.0885114669799805 (3.0106127738952635) | > loss_feat: 7.416976451873779 (6.837980580329895) | > loss_mel: 19.342666625976562 (17.41576662063599) | > loss_duration: 2.3079545497894287 (2.3622034311294557) | > loss_1: 33.79886245727539 (32.18628845214843)  --> STEP: 21 | > loss_disc: 2.4623775482177734 (2.5052651791345504) | > loss_disc_real_0: 0.19622394442558289 (0.17718849047308877) | > loss_disc_real_1: 0.33186495304107666 (0.29870572970027015) | > loss_disc_real_2: 0.2513061463832855 (0.2603811373313268) | > loss_disc_real_3: 0.2376166433095932 (0.25015489544187275) | > loss_disc_real_4: 0.23920151591300964 (0.23198030179455167) | > loss_disc_real_5: 0.2918168008327484 (0.24086884870415642) | > loss_0: 2.4623775482177734 (2.5052651791345504) | > loss_gen: 2.9027507305145264 (2.5760595003763833) | > loss_kl: 3.8366951942443848 (3.0499500320071267) | > loss_feat: 6.888037204742432 (6.840364229111445) | > loss_mel: 15.622086524963379 (17.330353282746817) | > loss_duration: 2.1535887718200684 (2.3522693997337702) | > loss_1: 31.40315818786621 (32.14899653480166)  --> STEP: 22 | > loss_disc: 2.8223869800567627 (2.5196798064491968) | > loss_disc_real_0: 0.366077721118927 (0.18577436459335414) | > loss_disc_real_1: 0.3709290623664856 (0.3019886084578254) | > loss_disc_real_2: 0.2796950042247772 (0.2612590403719382) | > loss_disc_real_3: 0.2567962408065796 (0.25045677477663214) | > loss_disc_real_4: 0.21132628619670868 (0.23104148290374063) | > loss_disc_real_5: 0.2997319996356964 (0.24354444647377188) | > loss_0: 2.8223869800567627 (2.5196798064491968) | > loss_gen: 2.689526081085205 (2.5812170722267846) | > loss_kl: 2.5198564529418945 (3.0258548693223433) | > loss_feat: 7.3591132164001465 (6.863943728533658) | > loss_mel: 17.816640853881836 (17.352457263252955) | > loss_duration: 2.1814446449279785 (2.3445046381516885) | > loss_1: 32.56658172607422 (32.167977679859504)  --> STEP: 23 | > loss_disc: 2.4741311073303223 (2.517699428226637) | > loss_disc_real_0: 0.1540568768978119 (0.18439534338920013) | > loss_disc_real_1: 0.34658026695251465 (0.30392737621846405) | > loss_disc_real_2: 0.220571368932724 (0.2594900111789289) | > loss_disc_real_3: 0.2722521424293518 (0.2514043994571852) | > loss_disc_real_4: 0.2350323349237442 (0.23121499820895816) | > loss_disc_real_5: 0.2050090730190277 (0.2418689954540004) | > loss_0: 2.4741311073303223 (2.517699428226637) | > loss_gen: 2.403099536895752 (2.573472831560218) | > loss_kl: 2.8418679237365723 (3.017855436905571) | > loss_feat: 5.978015422821045 (6.825425106546153) | > loss_mel: 15.600671768188477 (17.27629267651102) | > loss_duration: 2.305173873901367 (2.3427946049234136) | > loss_1: 29.128828048706055 (32.03584073937457)  --> STEP: 24 | > loss_disc: 2.7012851238250732 (2.525348832209905) | > loss_disc_real_0: 0.24379266798496246 (0.18687023191402355) | > loss_disc_real_1: 0.3078662157058716 (0.3040914945304394) | > loss_disc_real_2: 0.2730447053909302 (0.26005479010442895) | > loss_disc_real_3: 0.24247722327709198 (0.2510324337830146) | > loss_disc_real_4: 0.26125600934028625 (0.23246670700609684) | > loss_disc_real_5: 0.28017887473106384 (0.24346524042387804) | > loss_0: 2.7012851238250732 (2.525348832209905) | > loss_gen: 2.435638904571533 (2.567729751269023) | > loss_kl: 2.3947701454162598 (2.991893549760183) | > loss_feat: 4.570533752441406 (6.731471300125122) | > loss_mel: 13.645176887512207 (17.124996185302734) | > loss_duration: 2.3819355964660645 (2.344425479571024) | > loss_1: 25.428054809570312 (31.760516325632725)  --> STEP: 25 | > loss_disc: 2.774688720703125 (2.535322427749634) | > loss_disc_real_0: 0.2256384789943695 (0.18842096179723739) | > loss_disc_real_1: 0.3021887540817261 (0.30401538491249086) | > loss_disc_real_2: 0.28690242767333984 (0.2611286956071854) | > loss_disc_real_3: 0.27933043241500854 (0.2521643537282944) | > loss_disc_real_4: 0.22491873800754547 (0.23216478824615477) | > loss_disc_real_5: 0.22561277449131012 (0.2427511417865753) | > loss_0: 2.774688720703125 (2.535322427749634) | > loss_gen: 2.3104054927825928 (2.5574367809295655) | > loss_kl: 2.8973793983459473 (2.9881129837036133) | > loss_feat: 5.370471000671387 (6.677031288146972) | > loss_mel: 16.886709213256836 (17.115464706420898) | > loss_duration: 2.416187286376953 (2.347295951843261) | > loss_1: 29.881153106689453 (31.685341796874994)  --> STEP: 26 | > loss_disc: 2.4745030403137207 (2.5329832205405602) | > loss_disc_real_0: 0.1578492820262909 (0.1872451279598933) | > loss_disc_real_1: 0.34061601758003235 (0.3054231015535501) | > loss_disc_real_2: 0.30691882967948914 (0.2628898546099663) | > loss_disc_real_3: 0.16539986431598663 (0.24882725798166716) | > loss_disc_real_4: 0.20603546500205994 (0.23115981427522805) | > loss_disc_real_5: 0.15735992789268494 (0.23946686432911798) | > loss_0: 2.4745030403137207 (2.5329832205405602) | > loss_gen: 2.4844319820404053 (2.554628904049213) | > loss_kl: 2.5920186042785645 (2.9728785844949575) | > loss_feat: 9.703317642211914 (6.79342691714947) | > loss_mel: 17.582136154174805 (17.133413608257587) | > loss_duration: 2.2781789302825928 (2.3446376048601585) | > loss_1: 34.64008331298828 (31.79898570134089) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023123759489793046 (-3.999930161696207e-05) | > avg_loss_disc: 2.5329832205405602 (+0.09092123691852239) | > avg_loss_disc_real_0: 0.1872451279598933 (+0.046770380666622674) | > avg_loss_disc_real_1: 0.3054231015535501 (+0.07919095972409615) | > avg_loss_disc_real_2: 0.2628898546099663 (+0.033864464324254245) | > avg_loss_disc_real_3: 0.24882725798166716 (+0.04137819145734495) | > avg_loss_disc_real_4: 0.23115981427522805 (-0.005635843827174275) | > avg_loss_disc_real_5: 0.23946686432911798 (+0.011489180418161243) | > avg_loss_0: 2.5329832205405602 (+0.09092123691852239) | > avg_loss_gen: 2.554628904049213 (+0.2152551045784583) | > avg_loss_kl: 2.9728785844949575 (-0.032231074113112435) | > avg_loss_feat: 6.79342691714947 (-0.07152922336871814) | > avg_loss_mel: 17.133413608257587 (+0.07068465306208793) | > avg_loss_duration: 2.3446376048601585 (-0.016462362729586566) | > avg_loss_1: 31.79898570134089 (+0.16571756509633673)  > EPOCH: 793/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:19:01)   --> TIME: 2024-06-12 02:19:06 -- STEP: 9/330 -- GLOBAL_STEP: 349700 | > loss_disc: 2.3691961765289307 (2.3465034431881375) | > loss_disc_real_0: 0.0890478864312172 (0.10410895612504747) | > loss_disc_real_1: 0.15255188941955566 (0.20078323615921867) | > loss_disc_real_2: 0.22715066373348236 (0.21390025979942745) | > loss_disc_real_3: 0.23291826248168945 (0.2357905540201399) | > loss_disc_real_4: 0.27022460103034973 (0.2451108925872379) | > loss_disc_real_5: 0.2569740116596222 (0.234159294101927) | > loss_0: 2.3691961765289307 (2.3465034431881375) | > grad_norm_0: tensor(7.1548, device='cuda:0') (tensor(7.1932, device='cuda:0')) | > loss_gen: 2.4762048721313477 (2.479488399293688) | > loss_kl: 2.054565191268921 (2.017060703701443) | > loss_feat: 6.678757190704346 (6.822983264923096) | > loss_mel: 17.69815444946289 (17.704531775580513) | > loss_duration: 2.1030874252319336 (2.112012015448676) | > loss_1: 31.01076889038086 (31.136076397365994) | > grad_norm_1: tensor(47.2944, device='cuda:0') (tensor(75.4348, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3511 (0.3723564147949219) | > loader_time: 0.0029 (0.003281328413221571)  --> TIME: 2024-06-12 02:19:15 -- STEP: 34/330 -- GLOBAL_STEP: 349725 | > loss_disc: 2.2982876300811768 (2.3264371086569393) | > loss_disc_real_0: 0.08946724236011505 (0.10407879488433108) | > loss_disc_real_1: 0.14911581575870514 (0.19715898133376064) | > loss_disc_real_2: 0.18674667179584503 (0.21143713242867412) | > loss_disc_real_3: 0.2085922807455063 (0.22638480759718838) | > loss_disc_real_4: 0.21317240595817566 (0.23153897287214503) | > loss_disc_real_5: 0.21542619168758392 (0.22171516453518586) | > loss_0: 2.2982876300811768 (2.3264371086569393) | > grad_norm_0: tensor(3.9927, device='cuda:0') (tensor(7.4095, device='cuda:0')) | > loss_gen: 2.4233694076538086 (2.4942392321193916) | > loss_kl: 2.1667068004608154 (1.9940015743760502) | > loss_feat: 7.8399834632873535 (7.050726960687077) | > loss_mel: 17.576862335205078 (17.383596869076) | > loss_duration: 2.012404441833496 (2.012722373008728) | > loss_1: 32.01932907104492 (30.935287138995) | > grad_norm_1: tensor(113.4602, device='cuda:0') (tensor(78.1243, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3582 (0.36295290554271026) | > loader_time: 0.0032 (0.003253537065842572)  --> TIME: 2024-06-12 02:19:25 -- STEP: 59/330 -- GLOBAL_STEP: 349750 | > loss_disc: 2.4004597663879395 (2.348051345954507) | > loss_disc_real_0: 0.09406144917011261 (0.10539069797022868) | > loss_disc_real_1: 0.17933283746242523 (0.1975518581220659) | > loss_disc_real_2: 0.1965920329093933 (0.21109892933045404) | > loss_disc_real_3: 0.23980848491191864 (0.22928722025984424) | > loss_disc_real_4: 0.22271302342414856 (0.2327120892577252) | > loss_disc_real_5: 0.26418066024780273 (0.22203205248056831) | > loss_0: 2.4004597663879395 (2.348051345954507) | > grad_norm_0: tensor(6.9273, device='cuda:0') (tensor(8.0670, device='cuda:0')) | > loss_gen: 2.4178428649902344 (2.485736778226949) | > loss_kl: 2.068591594696045 (1.987593337640924) | > loss_feat: 7.058382511138916 (7.081535622224969) | > loss_mel: 16.318986892700195 (17.34423996230303) | > loss_duration: 1.92319917678833 (1.9920071161399457) | > loss_1: 29.787002563476562 (30.891112893314684) | > grad_norm_1: tensor(167.2739, device='cuda:0') (tensor(85.5843, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3632 (0.37182521011869785) | > loader_time: 0.0032 (0.0033959857488082626)  --> TIME: 2024-06-12 02:19:35 -- STEP: 84/330 -- GLOBAL_STEP: 349775 | > loss_disc: 2.382641077041626 (2.342023872193836) | > loss_disc_real_0: 0.12200086563825607 (0.10608290916397459) | > loss_disc_real_1: 0.1793701946735382 (0.1981037014297077) | > loss_disc_real_2: 0.2357856184244156 (0.2099206351808139) | > loss_disc_real_3: 0.2362661510705948 (0.22781853218163764) | > loss_disc_real_4: 0.24263906478881836 (0.23377546756750062) | > loss_disc_real_5: 0.22425200045108795 (0.2222735346073196) | > loss_0: 2.382641077041626 (2.342023872193836) | > grad_norm_0: tensor(6.1138, device='cuda:0') (tensor(8.2327, device='cuda:0')) | > loss_gen: 2.554591655731201 (2.495598409857068) | > loss_kl: 1.851466417312622 (1.9961806549912406) | > loss_feat: 7.496580123901367 (7.112174539338975) | > loss_mel: 16.9471492767334 (17.32044176828294) | > loss_duration: 2.044818878173828 (1.986649320239113) | > loss_1: 30.894607543945312 (30.91104473386492) | > grad_norm_1: tensor(92.7478, device='cuda:0') (tensor(101.8575, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3741 (0.37301129954201834) | > loader_time: 0.0037 (0.0034781978243873233)  --> TIME: 2024-06-12 02:19:44 -- STEP: 109/330 -- GLOBAL_STEP: 349800 | > loss_disc: 2.275636911392212 (2.346063795439694) | > loss_disc_real_0: 0.10173619538545609 (0.10864868028721678) | > loss_disc_real_1: 0.17833687365055084 (0.19758465093210206) | > loss_disc_real_2: 0.1905234158039093 (0.21038809063237743) | > loss_disc_real_3: 0.21444466710090637 (0.22840623776300237) | > loss_disc_real_4: 0.22104734182357788 (0.23273273126794658) | > loss_disc_real_5: 0.2028750330209732 (0.22264920079380002) | > loss_0: 2.275636911392212 (2.346063795439694) | > grad_norm_0: tensor(5.0069, device='cuda:0') (tensor(8.6258, device='cuda:0')) | > loss_gen: 2.496250867843628 (2.491986524074449) | > loss_kl: 2.039090633392334 (2.003018957759263) | > loss_feat: 7.146304130554199 (7.084334793440792) | > loss_mel: 17.2692813873291 (17.32316501862412) | > loss_duration: 1.9429682493209839 (1.9899000530942867) | > loss_1: 30.89389419555664 (30.892405396207756) | > grad_norm_1: tensor(55.4002, device='cuda:0') (tensor(100.7351, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3829 (0.3735066663234606) | > loader_time: 0.0038 (0.003572050584565609)  --> TIME: 2024-06-12 02:19:54 -- STEP: 134/330 -- GLOBAL_STEP: 349825 | > loss_disc: 2.3484280109405518 (2.346742503678621) | > loss_disc_real_0: 0.1237078607082367 (0.11046793428597165) | > loss_disc_real_1: 0.19886092841625214 (0.1968813419564447) | > loss_disc_real_2: 0.1997707635164261 (0.2107034235525487) | > loss_disc_real_3: 0.1789233684539795 (0.2285811444049451) | > loss_disc_real_4: 0.22755570709705353 (0.2319325098573272) | > loss_disc_real_5: 0.1988462507724762 (0.22190709556661434) | > loss_0: 2.3484280109405518 (2.346742503678621) | > grad_norm_0: tensor(7.2962, device='cuda:0') (tensor(8.3838, device='cuda:0')) | > loss_gen: 2.419588565826416 (2.491253265694006) | > loss_kl: 2.075711727142334 (2.009383101961507) | > loss_feat: 7.572290420532227 (7.111778031534223) | > loss_mel: 17.406862258911133 (17.35159301757812) | > loss_duration: 1.999064564704895 (1.9940900980536618) | > loss_1: 31.47351837158203 (30.958097585991247) | > grad_norm_1: tensor(114.0361, device='cuda:0') (tensor(96.8524, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3905 (0.37376173040760097) | > loader_time: 0.0041 (0.003648599581931954)  --> TIME: 2024-06-12 02:20:03 -- STEP: 159/330 -- GLOBAL_STEP: 349850 | > loss_disc: 2.3943710327148438 (2.3495725205859297) | > loss_disc_real_0: 0.12383702397346497 (0.1116717186926296) | > loss_disc_real_1: 0.20224957168102264 (0.19671311412217488) | > loss_disc_real_2: 0.21254315972328186 (0.21075889786834237) | > loss_disc_real_3: 0.2506093680858612 (0.22897580444063032) | > loss_disc_real_4: 0.257453590631485 (0.23171983968536808) | > loss_disc_real_5: 0.2584307789802551 (0.22219900655671485) | > loss_0: 2.3943710327148438 (2.3495725205859297) | > grad_norm_0: tensor(8.1346, device='cuda:0') (tensor(8.5735, device='cuda:0')) | > loss_gen: 2.54435658454895 (2.4904867882998483) | > loss_kl: 2.1064419746398926 (2.0148739080009226) | > loss_feat: 6.8005757331848145 (7.098167827294306) | > loss_mel: 16.92432403564453 (17.344604816076885) | > loss_duration: 2.0150516033172607 (1.9974262032118983) | > loss_1: 30.390748977661133 (30.945559591617226) | > grad_norm_1: tensor(123.6950, device='cuda:0') (tensor(103.3814, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3675 (0.37489655482694034) | > loader_time: 0.0045 (0.003742549404408197)  --> TIME: 2024-06-12 02:20:13 -- STEP: 184/330 -- GLOBAL_STEP: 349875 | > loss_disc: 2.2814602851867676 (2.350972962120305) | > loss_disc_real_0: 0.140919491648674 (0.11352138541152944) | > loss_disc_real_1: 0.19661331176757812 (0.1966457703839178) | > loss_disc_real_2: 0.20353569090366364 (0.21042999884356622) | > loss_disc_real_3: 0.2187424749135971 (0.2287256264168283) | > loss_disc_real_4: 0.23767076432704926 (0.23244710533839205) | > loss_disc_real_5: 0.2594219744205475 (0.22266708095760449) | > loss_0: 2.2814602851867676 (2.350972962120305) | > grad_norm_0: tensor(20.9211, device='cuda:0') (tensor(9.2651, device='cuda:0')) | > loss_gen: 2.64060115814209 (2.490194215722706) | > loss_kl: 1.9766849279403687 (2.017910662552585) | > loss_feat: 7.352993488311768 (7.086719238239785) | > loss_mel: 17.445537567138672 (17.296580667081088) | > loss_duration: 2.0528757572174072 (2.0044535255950438) | > loss_1: 31.468692779541016 (30.895858360373456) | > grad_norm_1: tensor(151.1719, device='cuda:0') (tensor(114.1143, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3993 (0.3768211292183916) | > loader_time: 0.0043 (0.003843659939973251)  --> TIME: 2024-06-12 02:20:23 -- STEP: 209/330 -- GLOBAL_STEP: 349900 | > loss_disc: 2.366929292678833 (2.358352383928436) | > loss_disc_real_0: 0.10755515098571777 (0.11509045227720406) | > loss_disc_real_1: 0.22048348188400269 (0.19708038624108698) | > loss_disc_real_2: 0.1972273737192154 (0.21097673268979816) | > loss_disc_real_3: 0.24201540648937225 (0.22957437831248964) | > loss_disc_real_4: 0.23144717514514923 (0.232435054827535) | > loss_disc_real_5: 0.19965222477912903 (0.2227706210464952) | > loss_0: 2.366929292678833 (2.358352383928436) | > grad_norm_0: tensor(32.1285, device='cuda:0') (tensor(10.9432, device='cuda:0')) | > loss_gen: 2.4006247520446777 (2.482467047905808) | > loss_kl: 2.030200242996216 (2.01730023616809) | > loss_feat: 7.127758026123047 (7.066373799976549) | > loss_mel: 16.976993560791016 (17.261774784069882) | > loss_duration: 2.106196880340576 (2.0123042718075133) | > loss_1: 30.641775131225586 (30.840220182135916) | > grad_norm_1: tensor(237.0314, device='cuda:0') (tensor(133.3713, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.3891 (0.3789996690156926) | > loader_time: 0.0047 (0.003953786557941346)  --> TIME: 2024-06-12 02:20:34 -- STEP: 234/330 -- GLOBAL_STEP: 349925 | > loss_disc: 2.5453457832336426 (2.3578164709938902) | > loss_disc_real_0: 0.15621839463710785 (0.11548905950198826) | > loss_disc_real_1: 0.19655446708202362 (0.19660884428482792) | > loss_disc_real_2: 0.2153395414352417 (0.2108645628914874) | > loss_disc_real_3: 0.24389053881168365 (0.22918951829783937) | > loss_disc_real_4: 0.23987659811973572 (0.23236911966759935) | > loss_disc_real_5: 0.2440638542175293 (0.2225249954777905) | > loss_0: 2.5453457832336426 (2.3578164709938902) | > grad_norm_0: tensor(25.8295, device='cuda:0') (tensor(12.9988, device='cuda:0')) | > loss_gen: 2.3173763751983643 (2.4866824516883264) | > loss_kl: 2.0403530597686768 (2.015360114920853) | > loss_feat: 6.5012688636779785 (7.050341117076384) | > loss_mel: 16.67831039428711 (17.217166024395546) | > loss_duration: 2.096463203430176 (2.0211909296166226) | > loss_1: 29.633773803710938 (30.790740705962875) | > grad_norm_1: tensor(132.5662, device='cuda:0') (tensor(162.1379, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.4054 (0.38193207826369835) | > loader_time: 0.0052 (0.004075725873311365)  --> TIME: 2024-06-12 02:20:45 -- STEP: 259/330 -- GLOBAL_STEP: 349950 | > loss_disc: 2.4191582202911377 (2.3613357985802144) | > loss_disc_real_0: 0.15802378952503204 (0.11677417668251458) | > loss_disc_real_1: 0.18903766572475433 (0.1967933358603003) | > loss_disc_real_2: 0.19297169148921967 (0.2110693003680255) | > loss_disc_real_3: 0.21327216923236847 (0.22958529145100862) | > loss_disc_real_4: 0.22208140790462494 (0.23221685090120234) | > loss_disc_real_5: 0.20430657267570496 (0.22250246063852863) | > loss_0: 2.4191582202911377 (2.3613357985802144) | > grad_norm_0: tensor(26.8601, device='cuda:0') (tensor(15.2066, device='cuda:0')) | > loss_gen: 2.4432384967803955 (2.4886719849118855) | > loss_kl: 2.0502045154571533 (2.0178710889632168) | > loss_feat: 7.423201560974121 (7.052794473051564) | > loss_mel: 16.625972747802734 (17.182683948384287) | > loss_duration: 2.1341538429260254 (2.029506812224521) | > loss_1: 30.67677116394043 (30.77152836921132) | > grad_norm_1: tensor(100.5699, device='cuda:0') (tensor(187.1475, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.4265 (0.38578526117626755) | > loader_time: 0.0053 (0.00421402537224376)  --> TIME: 2024-06-12 02:20:56 -- STEP: 284/330 -- GLOBAL_STEP: 349975 | > loss_disc: 2.4111475944519043 (2.3625679645739814) | > loss_disc_real_0: 0.10276626795530319 (0.11759430891506269) | > loss_disc_real_1: 0.2246524840593338 (0.1967312596528464) | > loss_disc_real_2: 0.20263953506946564 (0.21092342333474626) | > loss_disc_real_3: 0.23222272098064423 (0.22999280003804556) | > loss_disc_real_4: 0.24875304102897644 (0.23254050104550913) | > loss_disc_real_5: 0.23106572031974792 (0.22262351293589028) | > loss_0: 2.4111475944519043 (2.3625679645739814) | > grad_norm_0: tensor(12.1182, device='cuda:0') (tensor(16.8866, device='cuda:0')) | > loss_gen: 2.4653518199920654 (2.48779988960481) | > loss_kl: 1.9026200771331787 (2.0200517546962677) | > loss_feat: 6.579735279083252 (7.0534148048347145) | > loss_mel: 16.30595588684082 (17.140330956015795) | > loss_duration: 2.1462674140930176 (2.039257247683032) | > loss_1: 29.39992904663086 (30.740854699846725) | > grad_norm_1: tensor(207.7750, device='cuda:0') (tensor(207.9106, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.451 (0.3906053581707913) | > loader_time: 0.0061 (0.004355808378944937)  --> TIME: 2024-06-12 02:21:08 -- STEP: 309/330 -- GLOBAL_STEP: 350000 | > loss_disc: 2.435516834259033 (2.3650626210333074) | > loss_disc_real_0: 0.12148775160312653 (0.11835716124684294) | > loss_disc_real_1: 0.1747227907180786 (0.19729530705217416) | > loss_disc_real_2: 0.22893764078617096 (0.21120206490882393) | > loss_disc_real_3: 0.23992542922496796 (0.23022315099015592) | > loss_disc_real_4: 0.2637151777744293 (0.23274174207236775) | > loss_disc_real_5: 0.24394004046916962 (0.22275172376516952) | > loss_0: 2.435516834259033 (2.3650626210333074) | > grad_norm_0: tensor(16.7529, device='cuda:0') (tensor(17.5640, device='cuda:0')) | > loss_gen: 2.3660778999328613 (2.4854167927430293) | > loss_kl: 2.0330071449279785 (2.02288079416096) | > loss_feat: 6.5077433586120605 (7.059214451552209) | > loss_mel: 16.437294006347656 (17.089084251798873) | > loss_duration: 2.22961163520813 (2.051378093491098) | > loss_1: 29.573734283447266 (30.70797444933055) | > grad_norm_1: tensor(103.1046, device='cuda:0') (tensor(220.5773, device='cuda:0')) | > current_lr_0: 0.00018112477723057524 | > current_lr_1: 0.00018112477723057524 | > step_time: 0.4871 (0.39717005294503516) | > loader_time: 0.0071 (0.004533316325215463) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_350000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6944620609283447 (2.6944620609283447) | > loss_disc_real_0: 0.310808002948761 (0.310808002948761) | > loss_disc_real_1: 0.1955443024635315 (0.1955443024635315) | > loss_disc_real_2: 0.35605889558792114 (0.35605889558792114) | > loss_disc_real_3: 0.2678486406803131 (0.2678486406803131) | > loss_disc_real_4: 0.27926474809646606 (0.27926474809646606) | > loss_disc_real_5: 0.26977285742759705 (0.26977285742759705) | > loss_0: 2.6944620609283447 (2.6944620609283447) | > loss_gen: 2.501514196395874 (2.501514196395874) | > loss_kl: 3.0264627933502197 (3.0264627933502197) | > loss_feat: 4.897327899932861 (4.897327899932861) | > loss_mel: 15.072630882263184 (15.072630882263184) | > loss_duration: 2.9701242446899414 (2.9701242446899414) | > loss_1: 28.468059539794922 (28.468059539794922)  --> STEP: 1 | > loss_disc: 2.2890522480010986 (2.2890522480010986) | > loss_disc_real_0: 0.11369450390338898 (0.11369450390338898) | > loss_disc_real_1: 0.1959240585565567 (0.1959240585565567) | > loss_disc_real_2: 0.26387661695480347 (0.26387661695480347) | > loss_disc_real_3: 0.2730869650840759 (0.2730869650840759) | > loss_disc_real_4: 0.2899959981441498 (0.2899959981441498) | > loss_disc_real_5: 0.2568857967853546 (0.2568857967853546) | > loss_0: 2.2890522480010986 (2.2890522480010986) | > loss_gen: 2.7134273052215576 (2.7134273052215576) | > loss_kl: 3.0128071308135986 (3.0128071308135986) | > loss_feat: 6.687124729156494 (6.687124729156494) | > loss_mel: 16.994619369506836 (16.994619369506836) | > loss_duration: 2.410332679748535 (2.410332679748535) | > loss_1: 31.818309783935547 (31.818309783935547)  --> STEP: 2 | > loss_disc: 2.328706741333008 (2.3088794946670532) | > loss_disc_real_0: 0.1361536681652069 (0.12492408603429794) | > loss_disc_real_1: 0.2547520101070404 (0.22533803433179855) | > loss_disc_real_2: 0.3161698579788208 (0.29002323746681213) | > loss_disc_real_3: 0.2670048475265503 (0.2700459063053131) | > loss_disc_real_4: 0.22033049166202545 (0.2551632449030876) | > loss_disc_real_5: 0.19000929594039917 (0.2234475463628769) | > loss_0: 2.328706741333008 (2.3088794946670532) | > loss_gen: 2.6293201446533203 (2.671373724937439) | > loss_kl: 3.074819803237915 (3.043813467025757) | > loss_feat: 5.760600566864014 (6.223862648010254) | > loss_mel: 17.86817741394043 (17.431398391723633) | > loss_duration: 2.443312644958496 (2.4268226623535156) | > loss_1: 31.776229858398438 (31.797269821166992)  --> STEP: 3 | > loss_disc: 2.222175121307373 (2.279978036880493) | > loss_disc_real_0: 0.19966092705726624 (0.14983636637528738) | > loss_disc_real_1: 0.18638984858989716 (0.21235530575116476) | > loss_disc_real_2: 0.198518306016922 (0.25952159365018207) | > loss_disc_real_3: 0.18884794414043427 (0.24297991891702017) | > loss_disc_real_4: 0.18896332383155823 (0.23309660454591116) | > loss_disc_real_5: 0.2519621253013611 (0.2329524060090383) | > loss_0: 2.222175121307373 (2.279978036880493) | > loss_gen: 2.6621580123901367 (2.668301820755005) | > loss_kl: 3.268328905105591 (3.1186519463857016) | > loss_feat: 7.766643047332764 (6.738122781117757) | > loss_mel: 18.222900390625 (17.695232391357422) | > loss_duration: 2.332137107849121 (2.395260810852051) | > loss_1: 34.25217056274414 (32.615570068359375)  --> STEP: 4 | > loss_disc: 2.3938872814178467 (2.3084553480148315) | > loss_disc_real_0: 0.1812363862991333 (0.15768637135624886) | > loss_disc_real_1: 0.2834044396877289 (0.2301175892353058) | > loss_disc_real_2: 0.28985926508903503 (0.2671060115098953) | > loss_disc_real_3: 0.2652304172515869 (0.24854254350066185) | > loss_disc_real_4: 0.2128123641014099 (0.22802554443478584) | > loss_disc_real_5: 0.22158531844615936 (0.23011063411831856) | > loss_0: 2.3938872814178467 (2.3084553480148315) | > loss_gen: 2.880478858947754 (2.721346080303192) | > loss_kl: 4.171914100646973 (3.3819674849510193) | > loss_feat: 7.003005027770996 (6.804343342781067) | > loss_mel: 17.57526397705078 (17.66524028778076) | > loss_duration: 2.417421579360962 (2.4008010029792786) | > loss_1: 34.0480842590332 (32.97369861602783)  --> STEP: 5 | > loss_disc: 2.4018666744232178 (2.3271376132965087) | > loss_disc_real_0: 0.21841084957122803 (0.1698312669992447) | > loss_disc_real_1: 0.23501621186733246 (0.2310973137617111) | > loss_disc_real_2: 0.236256405711174 (0.2609360903501511) | > loss_disc_real_3: 0.2953406274318695 (0.2579021602869034) | > loss_disc_real_4: 0.25318285822868347 (0.23305700719356537) | > loss_disc_real_5: 0.23458313941955566 (0.23100513517856597) | > loss_0: 2.4018666744232178 (2.3271376132965087) | > loss_gen: 2.8112919330596924 (2.7393352508544924) | > loss_kl: 2.9756557941436768 (3.300705146789551) | > loss_feat: 5.943359851837158 (6.632146644592285) | > loss_mel: 18.808813095092773 (17.893954849243165) | > loss_duration: 2.325662612915039 (2.3857733249664306) | > loss_1: 32.864784240722656 (32.9519157409668)  --> STEP: 6 | > loss_disc: 2.5167782306671143 (2.3587443828582764) | > loss_disc_real_0: 0.15057235956192017 (0.16662144909302393) | > loss_disc_real_1: 0.2566114366054535 (0.23534966756900152) | > loss_disc_real_2: 0.3007126748561859 (0.2675655211011569) | > loss_disc_real_3: 0.3020144999027252 (0.2652542168895404) | > loss_disc_real_4: 0.23043188452720642 (0.2326194867491722) | > loss_disc_real_5: 0.22944043576717377 (0.23074435194333395) | > loss_0: 2.5167782306671143 (2.3587443828582764) | > loss_gen: 2.4397454261779785 (2.6894036134084067) | > loss_kl: 2.352900505065918 (3.142737706502279) | > loss_feat: 5.633525848388672 (6.465709845225017) | > loss_mel: 18.215511322021484 (17.94754759470622) | > loss_duration: 2.1866097450256348 (2.352579394976298) | > loss_1: 30.828292846679688 (32.597978591918945)  --> STEP: 7 | > loss_disc: 2.7655162811279297 (2.4168546540396556) | > loss_disc_real_0: 0.20376546680927277 (0.17192773733820235) | > loss_disc_real_1: 0.2761622369289398 (0.24118003462042129) | > loss_disc_real_2: 0.2584586441516876 (0.2662645386798041) | > loss_disc_real_3: 0.36247408390045166 (0.2791427693196705) | > loss_disc_real_4: 0.2506292164325714 (0.2351923052753721) | > loss_disc_real_5: 0.2652894854545593 (0.23567937101636613) | > loss_0: 2.7655162811279297 (2.4168546540396556) | > loss_gen: 2.263457775115967 (2.628554207938058) | > loss_kl: 4.2645673751831055 (3.3029990877423967) | > loss_feat: 4.4241557121276855 (6.174059254782541) | > loss_mel: 15.455105781555176 (17.591484478541783) | > loss_duration: 2.5414819717407227 (2.379565477371216) | > loss_1: 28.948768615722656 (32.07666288103376)  --> STEP: 8 | > loss_disc: 2.3656256198883057 (2.4104510247707367) | > loss_disc_real_0: 0.1237155869603157 (0.1659012185409665) | > loss_disc_real_1: 0.30032891035079956 (0.24857364408671856) | > loss_disc_real_2: 0.2683970630168915 (0.26653110422194004) | > loss_disc_real_3: 0.2886446416378021 (0.280330503359437) | > loss_disc_real_4: 0.24776029586791992 (0.23676330409944057) | > loss_disc_real_5: 0.28895413875579834 (0.24233871698379517) | > loss_0: 2.3656256198883057 (2.4104510247707367) | > loss_gen: 2.892487049102783 (2.6615458130836487) | > loss_kl: 3.177990198135376 (3.287372976541519) | > loss_feat: 8.575506210327148 (6.4742401242256165) | > loss_mel: 19.847490310668945 (17.873485207557678) | > loss_duration: 2.2643063068389893 (2.3651580810546875) | > loss_1: 36.75777816772461 (32.66180229187012)  --> STEP: 9 | > loss_disc: 2.3685250282287598 (2.405792580710517) | > loss_disc_real_0: 0.14720995724201202 (0.16382441172997156) | > loss_disc_real_1: 0.1905447542667389 (0.2421259896622764) | > loss_disc_real_2: 0.30717018246650696 (0.27104655736022526) | > loss_disc_real_3: 0.26247113943099976 (0.27834612958961064) | > loss_disc_real_4: 0.25578755140304565 (0.2388771093553967) | > loss_disc_real_5: 0.21492163836956024 (0.23929237491554683) | > loss_0: 2.3685250282287598 (2.405792580710517) | > loss_gen: 2.700897693634033 (2.6659182442559137) | > loss_kl: 2.1865780353546143 (3.165062427520752) | > loss_feat: 6.811051845550537 (6.511663648817274) | > loss_mel: 18.704002380371094 (17.965764893425835) | > loss_duration: 2.1862354278564453 (2.345277786254883) | > loss_1: 32.588768005371094 (32.653687371148)  --> STEP: 10 | > loss_disc: 2.4487497806549072 (2.410088300704956) | > loss_disc_real_0: 0.11136174201965332 (0.15857814475893975) | > loss_disc_real_1: 0.21590794622898102 (0.23950418531894685) | > loss_disc_real_2: 0.17343135178089142 (0.26128503680229187) | > loss_disc_real_3: 0.2577401101589203 (0.2762855276465416) | > loss_disc_real_4: 0.2805473208427429 (0.24304413050413132) | > loss_disc_real_5: 0.32102829217910767 (0.24746596664190293) | > loss_0: 2.4487497806549072 (2.410088300704956) | > loss_gen: 2.283205509185791 (2.627646970748901) | > loss_kl: 2.8558900356292725 (3.134145188331604) | > loss_feat: 5.640474796295166 (6.424544763565064) | > loss_mel: 15.952183723449707 (17.764406776428224) | > loss_duration: 2.3431222438812256 (2.345062232017517) | > loss_1: 29.074874877929688 (32.295806121826175)  --> STEP: 11 | > loss_disc: 2.4648120403289795 (2.415063186125322) | > loss_disc_real_0: 0.11206480860710144 (0.15434965965422717) | > loss_disc_real_1: 0.19122232496738434 (0.2351149252869866) | > loss_disc_real_2: 0.3327774405479431 (0.2677843462337147) | > loss_disc_real_3: 0.2268703430891037 (0.27179323814131995) | > loss_disc_real_4: 0.21638493239879608 (0.24062056704000992) | > loss_disc_real_5: 0.2718510627746582 (0.2496827935630625) | > loss_0: 2.4648120403289795 (2.415063186125322) | > loss_gen: 2.356588125228882 (2.6030052575198086) | > loss_kl: 3.3143703937530518 (3.150529297915372) | > loss_feat: 6.471482276916504 (6.428811810233376) | > loss_mel: 16.06908416748047 (17.610286539251153) | > loss_duration: 2.573180675506592 (2.3658002723347056) | > loss_1: 30.784706115722656 (32.15843339399858)  --> STEP: 12 | > loss_disc: 2.1695899963378906 (2.3946070869763694) | > loss_disc_real_0: 0.10408495366573334 (0.15016093415518603) | > loss_disc_real_1: 0.2081914097070694 (0.23287129898866019) | > loss_disc_real_2: 0.26493388414382935 (0.26754680772622425) | > loss_disc_real_3: 0.24022901058197021 (0.2691628858447075) | > loss_disc_real_4: 0.2237209975719452 (0.23921226958433786) | > loss_disc_real_5: 0.22343173623085022 (0.24749520545204481) | > loss_0: 2.1695899963378906 (2.3946070869763694) | > loss_gen: 2.8799595832824707 (2.626084784666697) | > loss_kl: 2.7408857345581055 (3.1163923343022666) | > loss_feat: 6.745431900024414 (6.455196817715962) | > loss_mel: 18.569988250732422 (17.690261681874592) | > loss_duration: 2.244873046875 (2.3557230035463967) | > loss_1: 33.18113708496094 (32.243658701578774)  --> STEP: 13 | > loss_disc: 2.247352361679077 (2.383279800415039) | > loss_disc_real_0: 0.14719942212104797 (0.1499331255371754) | > loss_disc_real_1: 0.29553940892219543 (0.23769192282970136) | > loss_disc_real_2: 0.2461119294166565 (0.26589797093318057) | > loss_disc_real_3: 0.24594374001026154 (0.26737679770359624) | > loss_disc_real_4: 0.26604512333869934 (0.2412763352577503) | > loss_disc_real_5: 0.20105919241905212 (0.2439232044495069) | > loss_0: 2.247352361679077 (2.383279800415039) | > loss_gen: 2.9755148887634277 (2.652964023443369) | > loss_kl: 3.457545280456543 (3.142634868621826) | > loss_feat: 9.132820129394531 (6.661167841691237) | > loss_mel: 17.74233055114746 (17.694266979510967) | > loss_duration: 2.267556667327881 (2.348940977683434) | > loss_1: 35.57576370239258 (32.49997447087215)  --> STEP: 14 | > loss_disc: 2.6584463119506836 (2.4029345512390137) | > loss_disc_real_0: 0.15837249159812927 (0.1505359373986721) | > loss_disc_real_1: 0.22906067967414856 (0.2370754054614476) | > loss_disc_real_2: 0.3075954020023346 (0.2688763588666916) | > loss_disc_real_3: 0.2856258749961853 (0.26868030322449543) | > loss_disc_real_4: 0.26570260524749756 (0.2430210688284465) | > loss_disc_real_5: 0.30356407165527344 (0.24818326639277594) | > loss_0: 2.6584463119506836 (2.4029345512390137) | > loss_gen: 2.5557305812835693 (2.646018777574812) | > loss_kl: 3.6583337783813477 (3.1794705050332204) | > loss_feat: 5.763145446777344 (6.597023384911673) | > loss_mel: 18.473567962646484 (17.74993133544922) | > loss_duration: 2.4448816776275635 (2.3557938848223006) | > loss_1: 32.895660400390625 (32.528237751552034)  --> STEP: 15 | > loss_disc: 2.5168120861053467 (2.4105263868967692) | > loss_disc_real_0: 0.18124577403068542 (0.1525832598408063) | > loss_disc_real_1: 0.22181805968284607 (0.23605824907620748) | > loss_disc_real_2: 0.23601222038269043 (0.2666854163010915) | > loss_disc_real_3: 0.2174253612756729 (0.2652633070945739) | > loss_disc_real_4: 0.20461368560791016 (0.2404605766137441) | > loss_disc_real_5: 0.23501445353031158 (0.24730534553527833) | > loss_0: 2.5168120861053467 (2.4105263868967692) | > loss_gen: 2.376685619354248 (2.6280632336934406) | > loss_kl: 3.5087740421295166 (3.201424074172974) | > loss_feat: 7.520599365234375 (6.658595116933187) | > loss_mel: 14.133910179138184 (17.508863258361817) | > loss_duration: 2.320934534072876 (2.3534699281056723) | > loss_1: 29.860904693603516 (32.3504155476888)  --> STEP: 16 | > loss_disc: 2.905366897583008 (2.441453918814659) | > loss_disc_real_0: 0.2781909108161926 (0.16043373802676797) | > loss_disc_real_1: 0.3447190225124359 (0.24284954741597176) | > loss_disc_real_2: 0.262525349855423 (0.26642541214823723) | > loss_disc_real_3: 0.3188386857509613 (0.2686117682605981) | > loss_disc_real_4: 0.3170716166496277 (0.24524876661598682) | > loss_disc_real_5: 0.3509652018547058 (0.25378408655524254) | > loss_0: 2.905366897583008 (2.441453918814659) | > loss_gen: 2.491213321685791 (2.6195101141929626) | > loss_kl: 3.2187962532043457 (3.2025098353624344) | > loss_feat: 7.077617168426514 (6.68478399515152) | > loss_mel: 14.596809387207031 (17.326859891414642) | > loss_duration: 2.437812089920044 (2.3587413132190704) | > loss_1: 29.822248458862305 (32.192405104637146)  --> STEP: 17 | > loss_disc: 2.494180202484131 (2.444555464912863) | > loss_disc_real_0: 0.1953531801700592 (0.1624878228587263) | > loss_disc_real_1: 0.3089125454425812 (0.24673560612341938) | > loss_disc_real_2: 0.2769896984100342 (0.26704684075187235) | > loss_disc_real_3: 0.29672589898109436 (0.27026554065592145) | > loss_disc_real_4: 0.2470937967300415 (0.2453572977991665) | > loss_disc_real_5: 0.2210959941148758 (0.25186125758816214) | > loss_0: 2.494180202484131 (2.444555464912863) | > loss_gen: 2.848935842514038 (2.633005745270673) | > loss_kl: 2.0281217098236084 (3.133428180918974) | > loss_feat: 8.226768493652344 (6.775488965651569) | > loss_mel: 16.768089294433594 (17.293991032768698) | > loss_duration: 2.422614336013794 (2.3624985498540543) | > loss_1: 32.29452896118164 (32.198412390316236)  --> STEP: 18 | > loss_disc: 2.477092742919922 (2.446363091468811) | > loss_disc_real_0: 0.09764253348112106 (0.15888530678219265) | > loss_disc_real_1: 0.21045313775539398 (0.24471991343630684) | > loss_disc_real_2: 0.20779146254062653 (0.263754875295692) | > loss_disc_real_3: 0.22400259971618652 (0.2676953772703806) | > loss_disc_real_4: 0.24640291929244995 (0.2454153878821267) | > loss_disc_real_5: 0.2491266280412674 (0.25170933372444576) | > loss_0: 2.477092742919922 (2.446363091468811) | > loss_gen: 2.1308186054229736 (2.6051064597235785) | > loss_kl: 2.92775821685791 (3.1220020718044705) | > loss_feat: 5.947603702545166 (6.729495339923435) | > loss_mel: 14.059301376342773 (17.114286051856148) | > loss_duration: 2.251873731613159 (2.3563527266184487) | > loss_1: 27.31735610961914 (31.927242596944172)  --> STEP: 19 | > loss_disc: 2.4143664836883545 (2.444679059480366) | > loss_disc_real_0: 0.18884623050689697 (0.16046219750454552) | > loss_disc_real_1: 0.2527879476547241 (0.24514454681622355) | > loss_disc_real_2: 0.3199232220649719 (0.26671110407302256) | > loss_disc_real_3: 0.2697516679763794 (0.2678036030970121) | > loss_disc_real_4: 0.24746018648147583 (0.2455230088610398) | > loss_disc_real_5: 0.2759999632835388 (0.25298778791176646) | > loss_0: 2.4143664836883545 (2.444679059480366) | > loss_gen: 2.922020673751831 (2.6217861551987496) | > loss_kl: 2.3302130699157715 (3.0803289664419076) | > loss_feat: 8.45992374420166 (6.820570519095973) | > loss_mel: 16.973716735839844 (17.106887666802656) | > loss_duration: 2.339280605316162 (2.3554541939183284) | > loss_1: 33.02515411376953 (31.985027413619193)  --> STEP: 20 | > loss_disc: 2.545309543609619 (2.4497105836868287) | > loss_disc_real_0: 0.23174476623535156 (0.16402632594108582) | > loss_disc_real_1: 0.18325653672218323 (0.24205014631152152) | > loss_disc_real_2: 0.2693052887916565 (0.26684081330895426) | > loss_disc_real_3: 0.2681024968624115 (0.2678185477852821) | > loss_disc_real_4: 0.27294299006462097 (0.24689400792121888) | > loss_disc_real_5: 0.21349337697029114 (0.2510130673646927) | > loss_0: 2.545309543609619 (2.4497105836868287) | > loss_gen: 2.4486184120178223 (2.6131277680397034) | > loss_kl: 2.3752572536468506 (3.0450753808021545) | > loss_feat: 6.378543376922607 (6.798469161987304) | > loss_mel: 18.180845260620117 (17.16058554649353) | > loss_duration: 2.2863054275512695 (2.3519967555999757) | > loss_1: 31.669570922851562 (31.969254589080812)  --> STEP: 21 | > loss_disc: 2.472987651824951 (2.4508190155029297) | > loss_disc_real_0: 0.1986241638660431 (0.16567384203275046) | > loss_disc_real_1: 0.20561647415161133 (0.240315209542002) | > loss_disc_real_2: 0.1771286278963089 (0.26256880447978065) | > loss_disc_real_3: 0.28877121210098267 (0.26881629370507737) | > loss_disc_real_4: 0.24394594132900238 (0.24675362379778) | > loss_disc_real_5: 0.2854107618331909 (0.25265105281557354) | > loss_0: 2.472987651824951 (2.4508190155029297) | > loss_gen: 2.431126594543457 (2.604461045492263) | > loss_kl: 2.794788122177124 (3.0331569399152483) | > loss_feat: 5.584379196166992 (6.740655354091099) | > loss_mel: 14.69697380065918 (17.0432707014538) | > loss_duration: 2.1221554279327393 (2.3410519304729642) | > loss_1: 27.629423141479492 (31.762595948718843)  --> STEP: 22 | > loss_disc: 2.3788199424743652 (2.4475463303652676) | > loss_disc_real_0: 0.1552678942680359 (0.1652008444070816) | > loss_disc_real_1: 0.20305784046649933 (0.23862169276584277) | > loss_disc_real_2: 0.2574968934059143 (0.26233826306733216) | > loss_disc_real_3: 0.26943638920783997 (0.26884447986429383) | > loss_disc_real_4: 0.2271537482738495 (0.24586272036487405) | > loss_disc_real_5: 0.23658950626850128 (0.25192098251797934) | > loss_0: 2.3788199424743652 (2.4475463303652676) | > loss_gen: 2.4980928897857666 (2.599626129323786) | > loss_kl: 2.5591654777526855 (3.0116118734533135) | > loss_feat: 6.747751235961914 (6.740977894176137) | > loss_mel: 17.635501861572266 (17.070190299641002) | > loss_duration: 2.1687302589416504 (2.333219127221541) | > loss_1: 31.609241485595703 (31.755625291304156)  --> STEP: 23 | > loss_disc: 2.666405439376831 (2.457061943800553) | > loss_disc_real_0: 0.3422263264656067 (0.1728976044965827) | > loss_disc_real_1: 0.16689042747020721 (0.23550294210081515) | > loss_disc_real_2: 0.2903696298599243 (0.26355701814527094) | > loss_disc_real_3: 0.23836521804332733 (0.2675192945677301) | > loss_disc_real_4: 0.16695572435855865 (0.24243198140807773) | > loss_disc_real_5: 0.23858368396759033 (0.2513410999723103) | > loss_0: 2.666405439376831 (2.457061943800553) | > loss_gen: 2.3975019454956055 (2.5908381213312563) | > loss_kl: 2.6450605392456055 (2.995674858922544) | > loss_feat: 7.046457290649414 (6.754259607066279) | > loss_mel: 16.64974594116211 (17.05191011014192) | > loss_duration: 2.2822418212890625 (2.3310027226157812) | > loss_1: 31.021007537841797 (31.723685388979703)  --> STEP: 24 | > loss_disc: 2.6260573863983154 (2.46410342057546) | > loss_disc_real_0: 0.2584640383720398 (0.17646287257472673) | > loss_disc_real_1: 0.20396611094474792 (0.23418890746931234) | > loss_disc_real_2: 0.20494778454303741 (0.26111496674517787) | > loss_disc_real_3: 0.2547053396701813 (0.26698537978033227) | > loss_disc_real_4: 0.2575060725212097 (0.24306006853779158) | > loss_disc_real_5: 0.26378336548805237 (0.2518595277021329) | > loss_0: 2.6260573863983154 (2.46410342057546) | > loss_gen: 2.2501957416534424 (2.576644688844681) | > loss_kl: 2.0676591396331787 (2.9570075372854867) | > loss_feat: 4.102636337280273 (6.643775304158528) | > loss_mel: 15.861568450927734 (17.002312541008) | > loss_duration: 2.3796515464782715 (2.333029756943385) | > loss_1: 26.661712646484375 (31.5127698580424)  --> STEP: 25 | > loss_disc: 2.699005365371704 (2.4734994983673095) | > loss_disc_real_0: 0.2817199230194092 (0.18067315459251404) | > loss_disc_real_1: 0.3290395736694336 (0.2379829341173172) | > loss_disc_real_2: 0.25197431445121765 (0.2607493406534195) | > loss_disc_real_3: 0.25571542978286743 (0.26653458178043365) | > loss_disc_real_4: 0.25237902998924255 (0.24343282699584962) | > loss_disc_real_5: 0.3016015291213989 (0.2538492077589035) | > loss_0: 2.699005365371704 (2.4734994983673095) | > loss_gen: 2.6561014652252197 (2.5798229598999023) | > loss_kl: 2.93882155418396 (2.9562800979614257) | > loss_feat: 8.087668418884277 (6.701531028747558) | > loss_mel: 15.811039924621582 (16.954661636352544) | > loss_duration: 2.384254217147827 (2.335078735351563) | > loss_1: 31.877885818481445 (31.52737449645996)  --> STEP: 26 | > loss_disc: 2.44551420211792 (2.4724231408192563) | > loss_disc_real_0: 0.18540042638778687 (0.18085497273848608) | > loss_disc_real_1: 0.2699968218803406 (0.2392142374928181) | > loss_disc_real_2: 0.2398502081632614 (0.2599455278653365) | > loss_disc_real_3: 0.2211020588874817 (0.26478717705378163) | > loss_disc_real_4: 0.11885665357112885 (0.23864143571028343) | > loss_disc_real_5: 0.200235515832901 (0.2517871426848265) | > loss_0: 2.44551420211792 (2.4724231408192563) | > loss_gen: 2.2506580352783203 (2.5671627704913798) | > loss_kl: 2.3462719917297363 (2.9328182477217455) | > loss_feat: 11.85165786743164 (6.899612830235408) | > loss_mel: 18.48892593383789 (17.01367180164044) | > loss_duration: 2.291069746017456 (2.333386081915636) | > loss_1: 37.22858428955078 (31.74665179619422) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025431559636042663 (+0.0002307800146249617) | > avg_loss_disc: 2.4724231408192563 (-0.06056007972130395) | > avg_loss_disc_real_0: 0.18085497273848608 (-0.006390155221407207) | > avg_loss_disc_real_1: 0.2392142374928181 (-0.06620886406073204) | > avg_loss_disc_real_2: 0.2599455278653365 (-0.0029443267446297994) | > avg_loss_disc_real_3: 0.26478717705378163 (+0.01595991907211447) | > avg_loss_disc_real_4: 0.23864143571028343 (+0.0074816214350553745) | > avg_loss_disc_real_5: 0.2517871426848265 (+0.012320278355708508) | > avg_loss_0: 2.4724231408192563 (-0.06056007972130395) | > avg_loss_gen: 2.5671627704913798 (+0.012533866442166808) | > avg_loss_kl: 2.9328182477217455 (-0.04006033677321197) | > avg_loss_feat: 6.899612830235408 (+0.1061859130859375) | > avg_loss_mel: 17.01367180164044 (-0.11974180661714584) | > avg_loss_duration: 2.333386081915636 (-0.011251522944522474) | > avg_loss_1: 31.74665179619422 (-0.0523339051466678)  > EPOCH: 794/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:21:45)   --> TIME: 2024-06-12 02:21:48 -- STEP: 4/330 -- GLOBAL_STEP: 350025 | > loss_disc: 2.221304416656494 (2.2871670722961426) | > loss_disc_real_0: 0.09462349861860275 (0.09289264492690563) | > loss_disc_real_1: 0.14799433946609497 (0.18452785909175873) | > loss_disc_real_2: 0.16096699237823486 (0.2030653990805149) | > loss_disc_real_3: 0.19857002794742584 (0.2356857769191265) | > loss_disc_real_4: 0.20545683801174164 (0.2255987972021103) | > loss_disc_real_5: 0.1973949670791626 (0.21449371054768562) | > loss_0: 2.221304416656494 (2.2871670722961426) | > grad_norm_0: tensor(8.9762, device='cuda:0') (tensor(9.2675, device='cuda:0')) | > loss_gen: 2.5620994567871094 (2.4513797760009766) | > loss_kl: 1.701755166053772 (1.8954699039459229) | > loss_feat: 7.098532676696777 (6.807986855506897) | > loss_mel: 17.954978942871094 (17.70898962020874) | > loss_duration: 2.1552040576934814 (2.1481436491012573) | > loss_1: 31.472572326660156 (31.011969566345215) | > grad_norm_1: tensor(122.7474, device='cuda:0') (tensor(94.7578, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.382 (0.3885939121246338) | > loader_time: 0.0027 (0.003193378448486328)  --> TIME: 2024-06-12 02:21:57 -- STEP: 29/330 -- GLOBAL_STEP: 350050 | > loss_disc: 2.3454418182373047 (2.321804712558616) | > loss_disc_real_0: 0.10120252519845963 (0.10066425312182) | > loss_disc_real_1: 0.20964671671390533 (0.19531006700006023) | > loss_disc_real_2: 0.18782100081443787 (0.20650138166444054) | > loss_disc_real_3: 0.196139395236969 (0.2263477794055281) | > loss_disc_real_4: 0.23028990626335144 (0.2302223346356688) | > loss_disc_real_5: 0.22434595227241516 (0.2214756453859395) | > loss_0: 2.3454418182373047 (2.321804712558616) | > grad_norm_0: tensor(7.8241, device='cuda:0') (tensor(8.7835, device='cuda:0')) | > loss_gen: 2.5006022453308105 (2.503296769898513) | > loss_kl: 2.0664639472961426 (1.9176843248564621) | > loss_feat: 6.802842617034912 (7.023984169137889) | > loss_mel: 16.444887161254883 (17.345111781153186) | > loss_duration: 1.983634114265442 (2.011151058920499) | > loss_1: 29.798431396484375 (30.801228227286504) | > grad_norm_1: tensor(79.5983, device='cuda:0') (tensor(103.2395, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.3548 (0.3569272304403371) | > loader_time: 0.0035 (0.0031639214219718144)  --> TIME: 2024-06-12 02:22:06 -- STEP: 54/330 -- GLOBAL_STEP: 350075 | > loss_disc: 2.1916489601135254 (2.3409303117681435) | > loss_disc_real_0: 0.12691709399223328 (0.10416429614027341) | > loss_disc_real_1: 0.19165219366550446 (0.19690475640473543) | > loss_disc_real_2: 0.21245507895946503 (0.21010511451297337) | > loss_disc_real_3: 0.23713678121566772 (0.22903751223175614) | > loss_disc_real_4: 0.20584960281848907 (0.22990815120714683) | > loss_disc_real_5: 0.19922366738319397 (0.22178575810458925) | > loss_0: 2.1916489601135254 (2.3409303117681435) | > grad_norm_0: tensor(6.7431, device='cuda:0') (tensor(9.2381, device='cuda:0')) | > loss_gen: 2.6056339740753174 (2.4937335694277727) | > loss_kl: 2.0163023471832275 (1.9304300568721913) | > loss_feat: 8.046764373779297 (7.028892976266366) | > loss_mel: 18.4008731842041 (17.385752465989853) | > loss_duration: 1.9499433040618896 (1.991212831603157) | > loss_1: 33.01951599121094 (30.830021928857875) | > grad_norm_1: tensor(48.5931, device='cuda:0') (tensor(98.5392, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.3558 (0.3582780184569182) | > loader_time: 0.0038 (0.0033279701515480323)  --> TIME: 2024-06-12 02:22:15 -- STEP: 79/330 -- GLOBAL_STEP: 350100 | > loss_disc: 2.3618714809417725 (2.3445571253571336) | > loss_disc_real_0: 0.10414204001426697 (0.10634414125469667) | > loss_disc_real_1: 0.21926186978816986 (0.19603727663619608) | > loss_disc_real_2: 0.23485730588436127 (0.20945902470546432) | > loss_disc_real_3: 0.24369843304157257 (0.22920649526994438) | > loss_disc_real_4: 0.2235645353794098 (0.23067779141136363) | > loss_disc_real_5: 0.20118661224842072 (0.2213812066784388) | > loss_0: 2.3618714809417725 (2.3445571253571336) | > grad_norm_0: tensor(4.7910, device='cuda:0') (tensor(9.9703, device='cuda:0')) | > loss_gen: 2.587124824523926 (2.4867626805848713) | > loss_kl: 1.8578898906707764 (1.948684149150607) | > loss_feat: 7.40163516998291 (7.014588995824886) | > loss_mel: 17.095102310180664 (17.32028207899648) | > loss_duration: 1.941178798675537 (1.985428716562972) | > loss_1: 30.882932662963867 (30.755746720712395) | > grad_norm_1: tensor(70.9684, device='cuda:0') (tensor(121.3019, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.381 (0.3606865285318109) | > loader_time: 0.0043 (0.0034864341156392157)  --> TIME: 2024-06-12 02:22:25 -- STEP: 104/330 -- GLOBAL_STEP: 350125 | > loss_disc: 2.303377628326416 (2.3448557555675524) | > loss_disc_real_0: 0.0987963005900383 (0.10866141627327754) | > loss_disc_real_1: 0.21607010066509247 (0.19592180690513208) | > loss_disc_real_2: 0.20160584151744843 (0.20946000745663276) | > loss_disc_real_3: 0.2208814024925232 (0.22922791726887226) | > loss_disc_real_4: 0.2207479178905487 (0.23150454590526912) | > loss_disc_real_5: 0.21426154673099518 (0.22217975384913957) | > loss_0: 2.303377628326416 (2.3448557555675524) | > grad_norm_0: tensor(17.0560, device='cuda:0') (tensor(10.1761, device='cuda:0')) | > loss_gen: 2.5115535259246826 (2.4873075897877035) | > loss_kl: 1.9886564016342163 (1.9605376869440079) | > loss_feat: 7.431767463684082 (6.982685662232912) | > loss_mel: 17.159133911132812 (17.283429897748498) | > loss_duration: 2.0501301288604736 (1.9882640666686577) | > loss_1: 31.1412410736084 (30.70222493318411) | > grad_norm_1: tensor(104.2254, device='cuda:0') (tensor(126.3508, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.3861 (0.36501342058181757) | > loader_time: 0.0035 (0.0036381506002866305)  --> TIME: 2024-06-12 02:22:35 -- STEP: 129/330 -- GLOBAL_STEP: 350150 | > loss_disc: 2.2517988681793213 (2.347963028175888) | > loss_disc_real_0: 0.1192849650979042 (0.11018444759439128) | > loss_disc_real_1: 0.21853432059288025 (0.1960071508967599) | > loss_disc_real_2: 0.20475900173187256 (0.20946686720663263) | > loss_disc_real_3: 0.25373390316963196 (0.2294062513482663) | > loss_disc_real_4: 0.24487756192684174 (0.23064848318580508) | > loss_disc_real_5: 0.23435078561306 (0.22213287154833475) | > loss_0: 2.2517988681793213 (2.347963028175888) | > grad_norm_0: tensor(6.2101, device='cuda:0') (tensor(10.4526, device='cuda:0')) | > loss_gen: 2.901276111602783 (2.484715507936108) | > loss_kl: 1.9512073993682861 (1.9646845677102258) | > loss_feat: 7.3722405433654785 (6.962333287379538) | > loss_mel: 18.238584518432617 (17.279309206230682) | > loss_duration: 1.966306209564209 (1.9912777104119002) | > loss_1: 32.42961502075195 (30.682320232539215) | > grad_norm_1: tensor(88.9548, device='cuda:0') (tensor(122.6345, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.3957 (0.3683404090792633) | > loader_time: 0.0045 (0.0037753785303396774)  --> TIME: 2024-06-12 02:22:45 -- STEP: 154/330 -- GLOBAL_STEP: 350175 | > loss_disc: 2.3286523818969727 (2.3570901356734257) | > loss_disc_real_0: 0.1248031035065651 (0.11260302490615226) | > loss_disc_real_1: 0.19431021809577942 (0.19605132598768582) | > loss_disc_real_2: 0.2333688586950302 (0.20997966119608322) | > loss_disc_real_3: 0.23676253855228424 (0.22985053362397403) | > loss_disc_real_4: 0.2194698303937912 (0.23226676136255264) | > loss_disc_real_5: 0.20418976247310638 (0.22248914973302322) | > loss_0: 2.3286523818969727 (2.3570901356734257) | > grad_norm_0: tensor(15.5022, device='cuda:0') (tensor(10.7927, device='cuda:0')) | > loss_gen: 2.481144905090332 (2.4781145755346725) | > loss_kl: 2.013662815093994 (1.9802095355925622) | > loss_feat: 6.752860069274902 (6.949299381924914) | > loss_mel: 17.186594009399414 (17.297146933419345) | > loss_duration: 2.009291648864746 (1.995075839680511) | > loss_1: 30.443553924560547 (30.699846218158672) | > grad_norm_1: tensor(222.1738, device='cuda:0') (tensor(120.1711, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.3849 (0.37204473514061476) | > loader_time: 0.004 (0.003886681098442573)  --> TIME: 2024-06-12 02:22:55 -- STEP: 179/330 -- GLOBAL_STEP: 350200 | > loss_disc: 2.4659626483917236 (2.3643096532235615) | > loss_disc_real_0: 0.10494409501552582 (0.1144881704666095) | > loss_disc_real_1: 0.20890311896800995 (0.1967112969752796) | > loss_disc_real_2: 0.20741131901741028 (0.21081437495167696) | > loss_disc_real_3: 0.23210810124874115 (0.23009883450063248) | > loss_disc_real_4: 0.21570897102355957 (0.23232907572938077) | > loss_disc_real_5: 0.18776804208755493 (0.22224527572453354) | > loss_0: 2.4659626483917236 (2.3643096532235615) | > grad_norm_0: tensor(17.2397, device='cuda:0') (tensor(11.3389, device='cuda:0')) | > loss_gen: 2.1758081912994385 (2.4742202332565912) | > loss_kl: 2.129889726638794 (1.990179088528596) | > loss_feat: 6.323259353637695 (6.944857845093285) | > loss_mel: 16.472671508789062 (17.28632513504453) | > loss_duration: 2.061354637145996 (2.0022579817798554) | > loss_1: 29.162982940673828 (30.69784020578395) | > grad_norm_1: tensor(307.2346, device='cuda:0') (tensor(130.8794, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.3899 (0.37506607124925323) | > loader_time: 0.0042 (0.004010216483856713)  --> TIME: 2024-06-12 02:23:05 -- STEP: 204/330 -- GLOBAL_STEP: 350225 | > loss_disc: 2.402787923812866 (2.3610002106311287) | > loss_disc_real_0: 0.10719133913516998 (0.11513426293637238) | > loss_disc_real_1: 0.18291030824184418 (0.19647462527249368) | > loss_disc_real_2: 0.17931993305683136 (0.2110201663100252) | > loss_disc_real_3: 0.23044554889202118 (0.22963207317333595) | > loss_disc_real_4: 0.25744086503982544 (0.23182907890455395) | > loss_disc_real_5: 0.24784743785858154 (0.2211119562533556) | > loss_0: 2.402787923812866 (2.3610002106311287) | > grad_norm_0: tensor(36.0098, device='cuda:0') (tensor(13.5728, device='cuda:0')) | > loss_gen: 2.6062324047088623 (2.4829059769125563) | > loss_kl: 1.9249211549758911 (2.0003231869024387) | > loss_feat: 8.00645637512207 (6.9667047402438) | > loss_mel: 18.198835372924805 (17.25383550045535) | > loss_duration: 2.0172030925750732 (2.010762101294948) | > loss_1: 32.75364685058594 (30.714531431011125) | > grad_norm_1: tensor(405.8123, device='cuda:0') (tensor(162.6153, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.4062 (0.3784860325794594) | > loader_time: 0.005 (0.0041295278306100885)  --> TIME: 2024-06-12 02:23:16 -- STEP: 229/330 -- GLOBAL_STEP: 350250 | > loss_disc: 2.264235496520996 (2.362305756739655) | > loss_disc_real_0: 0.19140323996543884 (0.11498044564604239) | > loss_disc_real_1: 0.1852540522813797 (0.19684982000480045) | > loss_disc_real_2: 0.22116175293922424 (0.21142131877518117) | > loss_disc_real_3: 0.22722458839416504 (0.23002028640961542) | > loss_disc_real_4: 0.23321868479251862 (0.23187577106286344) | > loss_disc_real_5: 0.17378342151641846 (0.22077445451609432) | > loss_0: 2.264235496520996 (2.362305756739655) | > grad_norm_0: tensor(67.7414, device='cuda:0') (tensor(16.0524, device='cuda:0')) | > loss_gen: 2.533318042755127 (2.4937099941953322) | > loss_kl: 2.2425081729888916 (2.003607893094225) | > loss_feat: 7.4843058586120605 (6.99030064287144) | > loss_mel: 16.872446060180664 (17.226852783469635) | > loss_duration: 2.123521327972412 (2.0199722993842384) | > loss_1: 31.256099700927734 (30.734443572931415) | > grad_norm_1: tensor(402.7243, device='cuda:0') (tensor(191.4340, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.4126 (0.3832041040778681) | > loader_time: 0.0053 (0.004269918500075692)  --> TIME: 2024-06-12 02:23:27 -- STEP: 254/330 -- GLOBAL_STEP: 350275 | > loss_disc: 2.4035396575927734 (2.362663538437191) | > loss_disc_real_0: 0.09156123548746109 (0.11623409557647592) | > loss_disc_real_1: 0.18206466734409332 (0.19703439505785464) | > loss_disc_real_2: 0.24046602845191956 (0.2116365484951988) | > loss_disc_real_3: 0.2325085699558258 (0.22986312410024207) | > loss_disc_real_4: 0.23860521614551544 (0.2318365949345386) | > loss_disc_real_5: 0.22549226880073547 (0.2206927511518396) | > loss_0: 2.4035396575927734 (2.362663538437191) | > grad_norm_0: tensor(20.5287, device='cuda:0') (tensor(17.2101, device='cuda:0')) | > loss_gen: 2.3395934104919434 (2.4935957287240234) | > loss_kl: 1.9382435083389282 (2.0092585565536965) | > loss_feat: 7.331390857696533 (6.991214902382198) | > loss_mel: 16.600194931030273 (17.1847076979209) | > loss_duration: 2.064361095428467 (2.027670140341512) | > loss_1: 30.273784637451172 (30.706446985560138) | > grad_norm_1: tensor(141.4355, device='cuda:0') (tensor(207.7264, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.4388 (0.38734011762724146) | > loader_time: 0.0056 (0.004387477251488391)  --> TIME: 2024-06-12 02:23:38 -- STEP: 279/330 -- GLOBAL_STEP: 350300 | > loss_disc: 2.329911231994629 (2.3652387724982367) | > loss_disc_real_0: 0.16717767715454102 (0.11768286763339915) | > loss_disc_real_1: 0.20478399097919464 (0.19693890481012263) | > loss_disc_real_2: 0.21625083684921265 (0.21158401267502897) | > loss_disc_real_3: 0.2122228741645813 (0.22984840798335263) | > loss_disc_real_4: 0.24984972178936005 (0.2320190189559827) | > loss_disc_real_5: 0.2458517849445343 (0.22143224159449232) | > loss_0: 2.329911231994629 (2.3652387724982367) | > grad_norm_0: tensor(13.9172, device='cuda:0') (tensor(17.1591, device='cuda:0')) | > loss_gen: 2.707542896270752 (2.4874932107959613) | > loss_kl: 2.0283541679382324 (2.015126957261005) | > loss_feat: 7.715943336486816 (6.9877498705327294) | > loss_mel: 16.881086349487305 (17.144394344753678) | > loss_duration: 2.1256580352783203 (2.037478516178747) | > loss_1: 31.45858383178711 (30.672242913194882) | > grad_norm_1: tensor(254.8827, device='cuda:0') (tensor(208.5020, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.451 (0.39250520822395135) | > loader_time: 0.0061 (0.004534711119949177)  --> TIME: 2024-06-12 02:23:50 -- STEP: 304/330 -- GLOBAL_STEP: 350325 | > loss_disc: 2.45393705368042 (2.3696794070695577) | > loss_disc_real_0: 0.15487340092658997 (0.11936327996418665) | > loss_disc_real_1: 0.20932672917842865 (0.19710917731648994) | > loss_disc_real_2: 0.2342005968093872 (0.21218387037515646) | > loss_disc_real_3: 0.2455374151468277 (0.2297671997037373) | > loss_disc_real_4: 0.24396076798439026 (0.23222436099068114) | > loss_disc_real_5: 0.2278488427400589 (0.22199946097833545) | > loss_0: 2.45393705368042 (2.3696794070695577) | > grad_norm_0: tensor(6.4525, device='cuda:0') (tensor(17.3223, device='cuda:0')) | > loss_gen: 2.1914525032043457 (2.47979022091941) | > loss_kl: 2.145052433013916 (2.022583259955833) | > loss_feat: 6.794976711273193 (6.992060650336115) | > loss_mel: 16.364253997802734 (17.10855167790462) | > loss_duration: 2.2050869464874268 (2.048607234107821) | > loss_1: 29.700822830200195 (30.65159307028118) | > grad_norm_1: tensor(84.9713, device='cuda:0') (tensor(210.4174, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 0.4939 (0.3989931941032409) | > loader_time: 0.0076 (0.004718596998013948)  --> TIME: 2024-06-12 02:24:18 -- STEP: 329/330 -- GLOBAL_STEP: 350350 | > loss_disc: 2.477921485900879 (2.373722061197809) | > loss_disc_real_0: 0.1088927835226059 (0.12128179284848703) | > loss_disc_real_1: 0.22149504721164703 (0.1975562405350723) | > loss_disc_real_2: 0.18687637150287628 (0.21214250531783588) | > loss_disc_real_3: 0.25164714455604553 (0.22984624466091666) | > loss_disc_real_4: 0.22311127185821533 (0.23240132806511274) | > loss_disc_real_5: 0.2665814757347107 (0.22214979821063102) | > loss_0: 2.477921485900879 (2.373722061197809) | > grad_norm_0: tensor(12.9910, device='cuda:0') (tensor(17.1685, device='cuda:0')) | > loss_gen: 2.327838659286499 (2.477108313319895) | > loss_kl: 2.1447298526763916 (2.030969870126718) | > loss_feat: 10.967967987060547 (7.089943511870132) | > loss_mel: 18.354948043823242 (17.08486467726686) | > loss_duration: 2.2891933917999268 (2.0633155748836907) | > loss_1: 36.08467483520508 (30.746201976092028) | > grad_norm_1: tensor(111.6625, device='cuda:0') (tensor(207.7864, device='cuda:0')) | > current_lr_0: 0.00018110213663342142 | > current_lr_1: 0.00018110213663342142 | > step_time: 14.3301 (0.45362695951954574) | > loader_time: 0.0347 (0.005170840260467989)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.631655216217041 (2.631655216217041) | > loss_disc_real_0: 0.18314078450202942 (0.18314078450202942) | > loss_disc_real_1: 0.17254936695098877 (0.17254936695098877) | > loss_disc_real_2: 0.20529882609844208 (0.20529882609844208) | > loss_disc_real_3: 0.24734093248844147 (0.24734093248844147) | > loss_disc_real_4: 0.22353175282478333 (0.22353175282478333) | > loss_disc_real_5: 0.25757673382759094 (0.25757673382759094) | > loss_0: 2.631655216217041 (2.631655216217041) | > loss_gen: 2.0348105430603027 (2.0348105430603027) | > loss_kl: 2.7576348781585693 (2.7576348781585693) | > loss_feat: 6.533827304840088 (6.533827304840088) | > loss_mel: 16.718143463134766 (16.718143463134766) | > loss_duration: 3.0780811309814453 (3.0780811309814453) | > loss_1: 31.12249755859375 (31.12249755859375)  --> STEP: 1 | > loss_disc: 2.37923526763916 (2.37923526763916) | > loss_disc_real_0: 0.16064760088920593 (0.16064760088920593) | > loss_disc_real_1: 0.1874331533908844 (0.1874331533908844) | > loss_disc_real_2: 0.15967482328414917 (0.15967482328414917) | > loss_disc_real_3: 0.2687346935272217 (0.2687346935272217) | > loss_disc_real_4: 0.2309655398130417 (0.2309655398130417) | > loss_disc_real_5: 0.23506499826908112 (0.23506499826908112) | > loss_0: 2.37923526763916 (2.37923526763916) | > loss_gen: 2.2969541549682617 (2.2969541549682617) | > loss_kl: 3.325894355773926 (3.325894355773926) | > loss_feat: 6.247515678405762 (6.247515678405762) | > loss_mel: 17.228164672851562 (17.228164672851562) | > loss_duration: 2.46114444732666 (2.46114444732666) | > loss_1: 31.559673309326172 (31.559673309326172)  --> STEP: 2 | > loss_disc: 2.5997397899627686 (2.4894875288009644) | > loss_disc_real_0: 0.10729379206895828 (0.1339706964790821) | > loss_disc_real_1: 0.2842739224433899 (0.23585353791713715) | > loss_disc_real_2: 0.3450304865837097 (0.25235265493392944) | > loss_disc_real_3: 0.25529056787490845 (0.26201263070106506) | > loss_disc_real_4: 0.2502823770046234 (0.24062395840883255) | > loss_disc_real_5: 0.2396564781665802 (0.23736073821783066) | > loss_0: 2.5997397899627686 (2.4894875288009644) | > loss_gen: 2.384219169616699 (2.3405866622924805) | > loss_kl: 2.7623581886291504 (3.044126272201538) | > loss_feat: 5.444117546081543 (5.845816612243652) | > loss_mel: 17.188491821289062 (17.208328247070312) | > loss_duration: 2.591634511947632 (2.526389479637146) | > loss_1: 30.370820999145508 (30.96524715423584)  --> STEP: 3 | > loss_disc: 2.3042123317718506 (2.4277291297912598) | > loss_disc_real_0: 0.1156080812215805 (0.12784982472658157) | > loss_disc_real_1: 0.18505345284938812 (0.21892017622788748) | > loss_disc_real_2: 0.2792845666408539 (0.2613299588362376) | > loss_disc_real_3: 0.20628388226032257 (0.24343638122081757) | > loss_disc_real_4: 0.28164634108543396 (0.2542980859676997) | > loss_disc_real_5: 0.25761881470680237 (0.24411343038082123) | > loss_0: 2.3042123317718506 (2.4277291297912598) | > loss_gen: 2.731781005859375 (2.470984776814779) | > loss_kl: 3.4724042415618896 (3.1868855953216553) | > loss_feat: 8.392402648925781 (6.694678624471028) | > loss_mel: 17.7072811126709 (17.374645868937176) | > loss_duration: 2.3458144664764404 (2.4661978085835776) | > loss_1: 34.64968490600586 (32.193393071492515)  --> STEP: 4 | > loss_disc: 2.2152183055877686 (2.374601423740387) | > loss_disc_real_0: 0.13009750843048096 (0.12841174565255642) | > loss_disc_real_1: 0.23182380199432373 (0.22214608266949654) | > loss_disc_real_2: 0.20028835535049438 (0.2460695579648018) | > loss_disc_real_3: 0.20941200852394104 (0.23493028804659843) | > loss_disc_real_4: 0.18020960688591003 (0.23577596619725227) | > loss_disc_real_5: 0.14503450691699982 (0.21934369951486588) | > loss_0: 2.2152183055877686 (2.374601423740387) | > loss_gen: 2.3889498710632324 (2.450476050376892) | > loss_kl: 3.8091189861297607 (3.3424439430236816) | > loss_feat: 7.017660617828369 (6.775424122810364) | > loss_mel: 18.38127326965332 (17.62630271911621) | > loss_duration: 2.3764874935150146 (2.4437702298164368) | > loss_1: 33.97349166870117 (32.63841772079468)  --> STEP: 5 | > loss_disc: 2.532569169998169 (2.406194972991943) | > loss_disc_real_0: 0.22479702532291412 (0.14768880158662795) | > loss_disc_real_1: 0.2675955295562744 (0.23123597204685212) | > loss_disc_real_2: 0.2882004678249359 (0.2544957399368286) | > loss_disc_real_3: 0.23094671964645386 (0.2341335743665695) | > loss_disc_real_4: 0.28611326217651367 (0.24584342539310455) | > loss_disc_real_5: 0.25646886229515076 (0.22676873207092285) | > loss_0: 2.532569169998169 (2.406194972991943) | > loss_gen: 2.550589084625244 (2.4704986572265626) | > loss_kl: 2.6952617168426514 (3.2130074977874754) | > loss_feat: 5.399403095245361 (6.500219917297363) | > loss_mel: 18.12471580505371 (17.72598533630371) | > loss_duration: 2.330282688140869 (2.4210727214813232) | > loss_1: 31.100250244140625 (32.330784225463866)  --> STEP: 6 | > loss_disc: 2.51835560798645 (2.4248884121576944) | > loss_disc_real_0: 0.16564840078353882 (0.15068206811944643) | > loss_disc_real_1: 0.16324017941951752 (0.21990333994229636) | > loss_disc_real_2: 0.23547956347465515 (0.25132637719313305) | > loss_disc_real_3: 0.28309059143066406 (0.24229307721058527) | > loss_disc_real_4: 0.2722879648208618 (0.2502508486310641) | > loss_disc_real_5: 0.28890836238861084 (0.23712533712387085) | > loss_0: 2.51835560798645 (2.4248884121576944) | > loss_gen: 2.328155279159546 (2.4467747608820596) | > loss_kl: 2.87469482421875 (3.156622052192688) | > loss_feat: 5.074740886688232 (6.262640078862508) | > loss_mel: 18.14527702331543 (17.795867284138996) | > loss_duration: 2.213155508041382 (2.3864198525746665) | > loss_1: 30.636024475097656 (32.048324267069496)  --> STEP: 7 | > loss_disc: 2.2758092880249023 (2.4035913944244385) | > loss_disc_real_0: 0.15558020770549774 (0.1513818023460252) | > loss_disc_real_1: 0.2187366932630539 (0.219736676130976) | > loss_disc_real_2: 0.221505269408226 (0.24706621893814631) | > loss_disc_real_3: 0.21380703151226044 (0.23822364211082458) | > loss_disc_real_4: 0.1950381100177765 (0.24236331454345159) | > loss_disc_real_5: 0.20219427347183228 (0.23213518517357962) | > loss_0: 2.2758092880249023 (2.4035913944244385) | > loss_gen: 2.4041388034820557 (2.4406839098249162) | > loss_kl: 4.004200458526611 (3.2777046816689626) | > loss_feat: 6.852283000946045 (6.3468747820172995) | > loss_mel: 17.194080352783203 (17.70989772251674) | > loss_duration: 2.511298179626465 (2.404259613582066) | > loss_1: 32.965999603271484 (32.17942074366978)  --> STEP: 8 | > loss_disc: 2.4517641067504883 (2.4096129834651947) | > loss_disc_real_0: 0.285410076379776 (0.16813533660024405) | > loss_disc_real_1: 0.21187852323055267 (0.21875440701842308) | > loss_disc_real_2: 0.1873801052570343 (0.23960545472800732) | > loss_disc_real_3: 0.19099491834640503 (0.23232005164027214) | > loss_disc_real_4: 0.18857891857624054 (0.2356402650475502) | > loss_disc_real_5: 0.20038531720638275 (0.22816645167768002) | > loss_0: 2.4517641067504883 (2.4096129834651947) | > loss_gen: 2.433588743209839 (2.4397970139980316) | > loss_kl: 3.2180323600769043 (3.2702456414699554) | > loss_feat: 9.403668403625488 (6.728973984718323) | > loss_mel: 19.230104446411133 (17.89992356300354) | > loss_duration: 2.290330410003662 (2.3900184631347656) | > loss_1: 36.575721740722656 (32.72895836830139)  --> STEP: 9 | > loss_disc: 2.715517520904541 (2.443602376514011) | > loss_disc_real_0: 0.16917601227760315 (0.16825096723106173) | > loss_disc_real_1: 0.19887806475162506 (0.2165459245443344) | > loss_disc_real_2: 0.28220558166503906 (0.24433880216545528) | > loss_disc_real_3: 0.23317141830921173 (0.23241464793682098) | > loss_disc_real_4: 0.21899470686912537 (0.23379075858328077) | > loss_disc_real_5: 0.27542588114738464 (0.23341749939653608) | > loss_0: 2.715517520904541 (2.443602376514011) | > loss_gen: 2.221134662628174 (2.4155011971791587) | > loss_kl: 2.4248013496398926 (3.1763073868221707) | > loss_feat: 10.719586372375488 (7.172375361124675) | > loss_mel: 19.422941207885742 (18.06914774576823) | > loss_duration: 2.196187734603882 (2.368481715520223) | > loss_1: 36.984649658203125 (33.20181295606825)  --> STEP: 10 | > loss_disc: 2.4409215450286865 (2.4433342933654787) | > loss_disc_real_0: 0.13529479503631592 (0.16495535001158715) | > loss_disc_real_1: 0.23257462680339813 (0.2181487947702408) | > loss_disc_real_2: 0.24767109751701355 (0.2446720317006111) | > loss_disc_real_3: 0.19187946617603302 (0.2283611297607422) | > loss_disc_real_4: 0.17588822543621063 (0.22800050526857377) | > loss_disc_real_5: 0.175021231174469 (0.22757787257432938) | > loss_0: 2.4409215450286865 (2.4433342933654787) | > loss_gen: 2.1403918266296387 (2.3879902601242065) | > loss_kl: 3.010697841644287 (3.1597464323043822) | > loss_feat: 6.527118682861328 (7.1078496932983395) | > loss_mel: 16.51601791381836 (17.91383476257324) | > loss_duration: 2.3390491008758545 (2.365538454055786) | > loss_1: 30.533275604248047 (32.93495922088623)  --> STEP: 11 | > loss_disc: 2.3728232383728027 (2.4369241974570532) | > loss_disc_real_0: 0.10730750858783722 (0.1597146371548826) | > loss_disc_real_1: 0.1810321807861328 (0.21477455713532187) | > loss_disc_real_2: 0.18604233860969543 (0.23934205960143695) | > loss_disc_real_3: 0.19807685911655426 (0.2256080142476342) | > loss_disc_real_4: 0.15571190416812897 (0.2214288142594424) | > loss_disc_real_5: 0.19100210070610046 (0.2242528024044904) | > loss_0: 2.3728232383728027 (2.4369241974570532) | > loss_gen: 2.0556414127349854 (2.357776728543368) | > loss_kl: 3.8900461196899414 (3.226137312975797) | > loss_feat: 7.708765983581543 (7.162478446960449) | > loss_mel: 17.186491012573242 (17.847712603482332) | > loss_duration: 2.493199110031128 (2.377143968235363) | > loss_1: 33.334144592285156 (32.97124880010431)  --> STEP: 12 | > loss_disc: 2.3951194286346436 (2.4334404667218523) | > loss_disc_real_0: 0.1561478078365326 (0.15941740137835345) | > loss_disc_real_1: 0.2281752973794937 (0.21589128548900285) | > loss_disc_real_2: 0.3143143057823181 (0.24558974678317705) | > loss_disc_real_3: 0.24547690153121948 (0.22726375485459963) | > loss_disc_real_4: 0.22868837416172028 (0.22203377758463225) | > loss_disc_real_5: 0.2768974006175995 (0.2286398522555828) | > loss_0: 2.3951194286346436 (2.4334404667218523) | > loss_gen: 2.6441400051116943 (2.3816403349240622) | > loss_kl: 2.610045909881592 (3.1747963627179465) | > loss_feat: 5.9148268699646 (7.058507482210795) | > loss_mel: 15.959680557250977 (17.69037659962972) | > loss_duration: 2.343776226043701 (2.3743633230527244) | > loss_1: 29.472471237182617 (32.679684003194176)  --> STEP: 13 | > loss_disc: 2.5118072032928467 (2.4394686772273135) | > loss_disc_real_0: 0.2644079625606537 (0.16749359839237654) | > loss_disc_real_1: 0.19348375499248505 (0.21416762929696304) | > loss_disc_real_2: 0.2129307985305786 (0.24307751999451563) | > loss_disc_real_3: 0.21246133744716644 (0.22612510736172015) | > loss_disc_real_4: 0.2137218415737152 (0.22139439789148477) | > loss_disc_real_5: 0.1981900930404663 (0.22629756308518922) | > loss_0: 2.5118072032928467 (2.4394686772273135) | > loss_gen: 2.3956916332244873 (2.3827212040240946) | > loss_kl: 3.474128007888794 (3.1978218738849344) | > loss_feat: 7.011945724487305 (7.054925808539758) | > loss_mel: 17.72050666809082 (17.69269429720365) | > loss_duration: 2.30863881111145 (2.369307591364934) | > loss_1: 32.910911560058594 (32.69747073833759)  --> STEP: 14 | > loss_disc: 2.3282876014709473 (2.431527171816145) | > loss_disc_real_0: 0.14172860980033875 (0.16565324206437385) | > loss_disc_real_1: 0.19580671191215515 (0.2128561351980482) | > loss_disc_real_2: 0.2362062931060791 (0.24258671807391302) | > loss_disc_real_3: 0.23534347116947174 (0.2267835619194167) | > loss_disc_real_4: 0.18881414830684662 (0.21906723720686777) | > loss_disc_real_5: 0.12212390452623367 (0.21885658747383527) | > loss_0: 2.3282876014709473 (2.431527171816145) | > loss_gen: 2.375577211380005 (2.382210918835231) | > loss_kl: 3.4175968170166016 (3.2135200841086253) | > loss_feat: 6.142087459564209 (6.989723069327218) | > loss_mel: 17.98695945739746 (17.713713237217494) | > loss_duration: 2.455801486968994 (2.375485726765224) | > loss_1: 32.37802505493164 (32.674653189522886)  --> STEP: 15 | > loss_disc: 2.2100439071655273 (2.416761620839437) | > loss_disc_real_0: 0.20132410526275635 (0.16803129961093266) | > loss_disc_real_1: 0.22272658348083496 (0.2135141650835673) | > loss_disc_real_2: 0.19429612159729004 (0.2393673449754715) | > loss_disc_real_3: 0.2421957552433014 (0.22781104147434234) | > loss_disc_real_4: 0.1712934970855713 (0.21588232119878134) | > loss_disc_real_5: 0.16873404383659363 (0.21551508456468582) | > loss_0: 2.2100439071655273 (2.416761620839437) | > loss_gen: 3.0020508766174316 (2.423533582687378) | > loss_kl: 3.6326804161071777 (3.241464106241862) | > loss_feat: 8.43368911743164 (7.08598747253418) | > loss_mel: 17.714006423950195 (17.713732782999674) | > loss_duration: 2.386537551879883 (2.376222515106201) | > loss_1: 35.168968200683594 (32.8409408569336)  --> STEP: 16 | > loss_disc: 2.694943428039551 (2.434147983789444) | > loss_disc_real_0: 0.23034387826919556 (0.1719258357770741) | > loss_disc_real_1: 0.2195434719324112 (0.21389099676162004) | > loss_disc_real_2: 0.21762894093990326 (0.23800869472324848) | > loss_disc_real_3: 0.2875114679336548 (0.23154231812804937) | > loss_disc_real_4: 0.2387668937444687 (0.2173126069828868) | > loss_disc_real_5: 0.26301100850105286 (0.21848357981070876) | > loss_0: 2.694943428039551 (2.434147983789444) | > loss_gen: 2.2980995178222656 (2.4156939536333084) | > loss_kl: 2.536620616912842 (3.197411388158798) | > loss_feat: 6.177754878997803 (7.029222935438156) | > loss_mel: 15.120207786560059 (17.5516374707222) | > loss_duration: 2.425273895263672 (2.379288226366043) | > loss_1: 28.55795669555664 (32.57325434684754)  --> STEP: 17 | > loss_disc: 2.560790538787842 (2.441597545848173) | > loss_disc_real_0: 0.12490391731262207 (0.16915984057328282) | > loss_disc_real_1: 0.28172773122787476 (0.21788139290669384) | > loss_disc_real_2: 0.3040068447589874 (0.24189093884299784) | > loss_disc_real_3: 0.28937453031539917 (0.23494421296259937) | > loss_disc_real_4: 0.2604464590549469 (0.21984989239889033) | > loss_disc_real_5: 0.27207040786743164 (0.22163574616698659) | > loss_0: 2.560790538787842 (2.441597545848173) | > loss_gen: 2.424098014831543 (2.416188310174381) | > loss_kl: 2.4311363697052 (3.1523363870732926) | > loss_feat: 5.315141201019287 (6.928394598119399) | > loss_mel: 16.782869338989258 (17.50641581591438) | > loss_duration: 2.439103364944458 (2.382806763929479) | > loss_1: 29.392351150512695 (32.38614239412196)  --> STEP: 18 | > loss_disc: 2.3125834465026855 (2.434430095884535) | > loss_disc_real_0: 0.1019100695848465 (0.16542374218503633) | > loss_disc_real_1: 0.11439333856105804 (0.21213205655415854) | > loss_disc_real_2: 0.2045963555574417 (0.23981901754935583) | > loss_disc_real_3: 0.14503183960914612 (0.22994908110962975) | > loss_disc_real_4: 0.15506404638290405 (0.21625067873133552) | > loss_disc_real_5: 0.12112561613321304 (0.21605185005399916) | > loss_0: 2.3125834465026855 (2.434430095884535) | > loss_gen: 2.11969256401062 (2.3997163242763944) | > loss_kl: 2.946993112564087 (3.1409284273783364) | > loss_feat: 10.44424819946289 (7.1237197981940374) | > loss_mel: 19.897281646728516 (17.639241695404053) | > loss_duration: 2.283417224884033 (2.377285122871399) | > loss_1: 37.69163131713867 (32.680891778734)  --> STEP: 19 | > loss_disc: 2.5886614322662354 (2.4425475346414665) | > loss_disc_real_0: 0.19431927800178528 (0.16694455985960208) | > loss_disc_real_1: 0.24605701863765717 (0.21391758087434268) | > loss_disc_real_2: 0.19484475255012512 (0.23745195097044894) | > loss_disc_real_3: 0.29403480887413025 (0.2333220141498666) | > loss_disc_real_4: 0.21751049160957336 (0.21631698467229543) | > loss_disc_real_5: 0.238612562417984 (0.2172392559678931) | > loss_0: 2.5886614322662354 (2.4425475346414665) | > loss_gen: 2.279754877090454 (2.393402563898187) | > loss_kl: 2.0460219383239746 (3.083301770059686) | > loss_feat: 7.116777420043945 (7.123354409870348) | > loss_mel: 16.41189956665039 (17.574644741259124) | > loss_duration: 2.3739776611328125 (2.3771110459377893) | > loss_1: 30.228431701660156 (32.55181493257222)  --> STEP: 20 | > loss_disc: 2.716113805770874 (2.456225848197937) | > loss_disc_real_0: 0.2090451419353485 (0.1690495889633894) | > loss_disc_real_1: 0.2208082228899002 (0.21426211297512054) | > loss_disc_real_2: 0.27531519532203674 (0.23934511318802834) | > loss_disc_real_3: 0.23034320771694183 (0.23317307382822036) | > loss_disc_real_4: 0.27617087960243225 (0.21930967941880225) | > loss_disc_real_5: 0.2028123289346695 (0.2165179096162319) | > loss_0: 2.716113805770874 (2.456225848197937) | > loss_gen: 2.042400360107422 (2.3758524537086485) | > loss_kl: 2.5132856369018555 (3.0548009634017945) | > loss_feat: 5.598740577697754 (7.047123718261719) | > loss_mel: 18.12574005126953 (17.602199506759643) | > loss_duration: 2.319744110107422 (2.3742426991462713) | > loss_1: 30.599910736083984 (32.45421972274781)  --> STEP: 21 | > loss_disc: 2.4210524559020996 (2.454550924755278) | > loss_disc_real_0: 0.13434389233589172 (0.16739693674303235) | > loss_disc_real_1: 0.22316914796829224 (0.2146862574986049) | > loss_disc_real_2: 0.19923800230026245 (0.23743525076480138) | > loss_disc_real_3: 0.25231626629829407 (0.2340846544220334) | > loss_disc_real_4: 0.21837538480758667 (0.21926518919922056) | > loss_disc_real_5: 0.27089768648147583 (0.21910742280029116) | > loss_0: 2.4210524559020996 (2.454550924755278) | > loss_gen: 2.4256174564361572 (2.3782222157432917) | > loss_kl: 3.0992743968963623 (3.056918745949155) | > loss_feat: 6.4863996505737305 (7.020422572181339) | > loss_mel: 16.428911209106445 (17.546328635442826) | > loss_duration: 2.142467498779297 (2.3632057848430823) | > loss_1: 30.582670211791992 (32.365098317464195)  --> STEP: 22 | > loss_disc: 2.415132761001587 (2.452759190039201) | > loss_disc_real_0: 0.13062486052513123 (0.16572547873312776) | > loss_disc_real_1: 0.25657573342323303 (0.216590324586088) | > loss_disc_real_2: 0.33118849992752075 (0.24169676209037955) | > loss_disc_real_3: 0.2218184471130371 (0.23352709954435175) | > loss_disc_real_4: 0.17805463075637817 (0.2173919819972732) | > loss_disc_real_5: 0.1946222186088562 (0.21799445897340775) | > loss_0: 2.415132761001587 (2.452759190039201) | > loss_gen: 2.3940212726593018 (2.3789403546940195) | > loss_kl: 2.197204351425171 (3.0178408189253374) | > loss_feat: 6.5758209228515625 (7.000213406302712) | > loss_mel: 18.825517654418945 (17.604473590850834) | > loss_duration: 2.181366443634033 (2.354940360242671) | > loss_1: 32.17393112182617 (32.35640889948065)  --> STEP: 23 | > loss_disc: 2.7844936847686768 (2.467182428940483) | > loss_disc_real_0: 0.20418010652065277 (0.16739741907171582) | > loss_disc_real_1: 0.22074677050113678 (0.21677103962587274) | > loss_disc_real_2: 0.3795427083969116 (0.24769006410370703) | > loss_disc_real_3: 0.3280460238456726 (0.23763661799223526) | > loss_disc_real_4: 0.2533188760280609 (0.218954020868177) | > loss_disc_real_5: 0.2359020859003067 (0.2187730514484903) | > loss_0: 2.7844936847686768 (2.467182428940483) | > loss_gen: 2.265418291091919 (2.3740046127982763) | > loss_kl: 2.5359714031219482 (2.9968899747599727) | > loss_feat: 4.9697794914245605 (6.9119336708732275) | > loss_mel: 16.6119441986084 (17.561320139014207) | > loss_duration: 2.2871146202087402 (2.351991415023804) | > loss_1: 28.670228958129883 (32.19614020637844)  --> STEP: 24 | > loss_disc: 2.55792236328125 (2.470963259538015) | > loss_disc_real_0: 0.17422157526016235 (0.16768175891290107) | > loss_disc_real_1: 0.24873483180999756 (0.21810286430021128) | > loss_disc_real_2: 0.2723132371902466 (0.24871602964897951) | > loss_disc_real_3: 0.2354510873556137 (0.23754555421570936) | > loss_disc_real_4: 0.26637011766433716 (0.220929691568017) | > loss_disc_real_5: 0.27866217494010925 (0.22126843159397444) | > loss_0: 2.55792236328125 (2.470963259538015) | > loss_gen: 2.409013509750366 (2.375463316837947) | > loss_kl: 2.596240282058716 (2.980196237564087) | > loss_feat: 5.065127849578857 (6.834983428319295) | > loss_mel: 17.351768493652344 (17.552588820457462) | > loss_duration: 2.4108963012695312 (2.354445785284043) | > loss_1: 29.83304786682129 (32.09767802556356)  --> STEP: 25 | > loss_disc: 2.8484394550323486 (2.486062307357788) | > loss_disc_real_0: 0.16418501734733582 (0.16754188925027846) | > loss_disc_real_1: 0.2781514525413513 (0.22050480782985687) | > loss_disc_real_2: 0.3011592626571655 (0.25081375896930697) | > loss_disc_real_3: 0.2582603991031647 (0.23837414801120757) | > loss_disc_real_4: 0.21920181810855865 (0.22086057662963868) | > loss_disc_real_5: 0.23055429756641388 (0.22163986623287202) | > loss_0: 2.8484394550323486 (2.486062307357788) | > loss_gen: 2.065675973892212 (2.3630718231201175) | > loss_kl: 2.5850088596343994 (2.9643887424468995) | > loss_feat: 7.159162998199463 (6.847950611114502) | > loss_mel: 16.283443450927734 (17.501823005676275) | > loss_duration: 2.412851333618164 (2.356782007217408) | > loss_1: 30.506141662597656 (32.03401657104492)  --> STEP: 26 | > loss_disc: 2.816540241241455 (2.4987729971225443) | > loss_disc_real_0: 0.1808907389640808 (0.16805530654696318) | > loss_disc_real_1: 0.21531741321086884 (0.2203052926522035) | > loss_disc_real_2: 0.25935959815979004 (0.2511424450920179) | > loss_disc_real_3: 0.19898056983947754 (0.23685901038921797) | > loss_disc_real_4: 0.18828527629375458 (0.2196076804628739) | > loss_disc_real_5: 0.19115346670150757 (0.2204673124047426) | > loss_0: 2.816540241241455 (2.4987729971225443) | > loss_gen: 1.7727068662643433 (2.3403654786256647) | > loss_kl: 2.4201035499572754 (2.943454696581914) | > loss_feat: 7.676458835601807 (6.879816312056321) | > loss_mel: 9.967771530151367 (17.212051795079166) | > loss_duration: 2.314192771911621 (2.355143959705647) | > loss_1: 24.151233673095703 (31.73083261343149) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025263474537776066 (-1.6808509826659723e-05) | > avg_loss_disc: 2.4987729971225443 (+0.02634985630328801) | > avg_loss_disc_real_0: 0.16805530654696318 (-0.012799666191522896) | > avg_loss_disc_real_1: 0.2203052926522035 (-0.01890894484061459) | > avg_loss_disc_real_2: 0.2511424450920179 (-0.008803082773318593) | > avg_loss_disc_real_3: 0.23685901038921797 (-0.02792816666456366) | > avg_loss_disc_real_4: 0.2196076804628739 (-0.019033755247409523) | > avg_loss_disc_real_5: 0.2204673124047426 (-0.031319830280083893) | > avg_loss_0: 2.4987729971225443 (+0.02634985630328801) | > avg_loss_gen: 2.3403654786256647 (-0.22679729186571507) | > avg_loss_kl: 2.943454696581914 (+0.010636448860168457) | > avg_loss_feat: 6.879816312056321 (-0.019796518179086675) | > avg_loss_mel: 17.212051795079166 (+0.19837999343872426) | > avg_loss_duration: 2.355143959705647 (+0.021757877790010927) | > avg_loss_1: 31.73083261343149 (-0.015819182762729866)  > EPOCH: 795/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:24:24)   --> TIME: 2024-06-12 02:24:34 -- STEP: 24/330 -- GLOBAL_STEP: 350375 | > loss_disc: 2.3835902214050293 (2.3388483623663587) | > loss_disc_real_0: 0.090018630027771 (0.10113992883513372) | > loss_disc_real_1: 0.17228297889232635 (0.19607664768894514) | > loss_disc_real_2: 0.23117096722126007 (0.21333086676895618) | > loss_disc_real_3: 0.2643015682697296 (0.22743044855693975) | > loss_disc_real_4: 0.26418229937553406 (0.22981967901190123) | > loss_disc_real_5: 0.23972854018211365 (0.2211593072861433) | > loss_0: 2.3835902214050293 (2.3388483623663587) | > grad_norm_0: tensor(5.8949, device='cuda:0') (tensor(7.2125, device='cuda:0')) | > loss_gen: 2.388308525085449 (2.488237371047338) | > loss_kl: 2.007732629776001 (1.885524645447731) | > loss_feat: 7.609335899353027 (7.02975066502889) | > loss_mel: 17.10861587524414 (17.542494138081874) | > loss_duration: 1.9432728290557861 (2.030091037352879) | > loss_1: 31.057268142700195 (30.97609766324361) | > grad_norm_1: tensor(65.1357, device='cuda:0') (tensor(93.5735, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3736 (0.375115046898524) | > loader_time: 0.0034 (0.0033529698848724365)  --> TIME: 2024-06-12 02:24:44 -- STEP: 49/330 -- GLOBAL_STEP: 350400 | > loss_disc: 2.3812434673309326 (2.329594072030515) | > loss_disc_real_0: 0.08637651801109314 (0.10135250036813775) | > loss_disc_real_1: 0.18144629895687103 (0.19311181197361071) | > loss_disc_real_2: 0.24362066388130188 (0.2092676603672456) | > loss_disc_real_3: 0.21473708748817444 (0.22736290340520898) | > loss_disc_real_4: 0.21306920051574707 (0.2294423780879196) | > loss_disc_real_5: 0.19661086797714233 (0.22014227661551264) | > loss_0: 2.3812434673309326 (2.329594072030515) | > grad_norm_0: tensor(13.0735, device='cuda:0') (tensor(10.7856, device='cuda:0')) | > loss_gen: 2.404599189758301 (2.5040510381971086) | > loss_kl: 1.906928300857544 (1.9413610769777883) | > loss_feat: 6.293507099151611 (7.016149326246612) | > loss_mel: 16.74953269958496 (17.407649877120036) | > loss_duration: 1.924546718597412 (1.99595791466382) | > loss_1: 29.279115676879883 (30.865169330519073) | > grad_norm_1: tensor(238.3254, device='cuda:0') (tensor(132.3230, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3945 (0.3719196903462313) | > loader_time: 0.0032 (0.0034310623091094346)  --> TIME: 2024-06-12 02:24:53 -- STEP: 74/330 -- GLOBAL_STEP: 350425 | > loss_disc: 2.2652320861816406 (2.335703163533597) | > loss_disc_real_0: 0.101905457675457 (0.10285416487100961) | > loss_disc_real_1: 0.18893209099769592 (0.19541373627411351) | > loss_disc_real_2: 0.18099811673164368 (0.20982161607291247) | > loss_disc_real_3: 0.22886916995048523 (0.2276500636661375) | > loss_disc_real_4: 0.23222747445106506 (0.23048309136081385) | > loss_disc_real_5: 0.21396781504154205 (0.22223785418916392) | > loss_0: 2.2652320861816406 (2.335703163533597) | > grad_norm_0: tensor(24.6288, device='cuda:0') (tensor(11.8993, device='cuda:0')) | > loss_gen: 2.5350449085235596 (2.50643676036113) | > loss_kl: 2.3190839290618896 (1.9597725852115735) | > loss_feat: 7.301173686981201 (7.033858060836792) | > loss_mel: 17.897045135498047 (17.350117245235957) | > loss_duration: 1.9032559394836426 (1.9842091299392073) | > loss_1: 31.955604553222656 (30.83439388790646) | > grad_norm_1: tensor(298.5184, device='cuda:0') (tensor(170.0022, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3774 (0.3717541211360209) | > loader_time: 0.0041 (0.0035742327973649307)  --> TIME: 2024-06-12 02:25:03 -- STEP: 99/330 -- GLOBAL_STEP: 350450 | > loss_disc: 2.28204083442688 (2.3362219478144786) | > loss_disc_real_0: 0.08297237753868103 (0.10481161067281107) | > loss_disc_real_1: 0.20316167175769806 (0.1956686576207479) | > loss_disc_real_2: 0.1945749670267105 (0.20995838127352975) | > loss_disc_real_3: 0.2332678735256195 (0.22731390836262944) | > loss_disc_real_4: 0.24145127832889557 (0.23103761642870277) | > loss_disc_real_5: 0.22400064766407013 (0.2216692106290297) | > loss_0: 2.28204083442688 (2.3362219478144786) | > grad_norm_0: tensor(27.5260, device='cuda:0') (tensor(14.0646, device='cuda:0')) | > loss_gen: 2.583522081375122 (2.5057679932526864) | > loss_kl: 2.103429079055786 (1.9665134639450998) | > loss_feat: 6.352968215942383 (7.019231642135466) | > loss_mel: 16.32025718688965 (17.278918584187828) | > loss_duration: 2.0127158164978027 (1.986190497273146) | > loss_1: 29.372892379760742 (30.75662225665468) | > grad_norm_1: tensor(383.6895, device='cuda:0') (tensor(190.1978, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3702 (0.37234959939513546) | > loader_time: 0.0038 (0.0037013352519333965)  --> TIME: 2024-06-12 02:25:13 -- STEP: 124/330 -- GLOBAL_STEP: 350475 | > loss_disc: 2.458071231842041 (2.339447106084516) | > loss_disc_real_0: 0.10297888517379761 (0.10683494758221411) | > loss_disc_real_1: 0.2235753983259201 (0.1964180681013292) | > loss_disc_real_2: 0.23977217078208923 (0.209924521585626) | > loss_disc_real_3: 0.22351191937923431 (0.22710703950255148) | > loss_disc_real_4: 0.21356813609600067 (0.22974223295046436) | > loss_disc_real_5: 0.1826704889535904 (0.22007098914154113) | > loss_0: 2.458071231842041 (2.339447106084516) | > grad_norm_0: tensor(29.1914, device='cuda:0') (tensor(15.5633, device='cuda:0')) | > loss_gen: 2.536721706390381 (2.5070629100645743) | > loss_kl: 2.0314762592315674 (1.979982230932482) | > loss_feat: 7.6185622215271 (7.005943302185305) | > loss_mel: 17.34404754638672 (17.260182011512025) | > loss_duration: 2.0029196739196777 (1.9905696165177125) | > loss_1: 31.533729553222656 (30.743740174078173) | > grad_norm_1: tensor(340.9867, device='cuda:0') (tensor(215.2471, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.377 (0.3744467170007767) | > loader_time: 0.0049 (0.0037876482932798325)  --> TIME: 2024-06-12 02:25:22 -- STEP: 149/330 -- GLOBAL_STEP: 350500 | > loss_disc: 2.162611961364746 (2.337284859394867) | > loss_disc_real_0: 0.12276026606559753 (0.10662744899324125) | > loss_disc_real_1: 0.1972200572490692 (0.19562181980417878) | > loss_disc_real_2: 0.20871178805828094 (0.21038827760107565) | > loss_disc_real_3: 0.23395466804504395 (0.22842584860404866) | > loss_disc_real_4: 0.20289967954158783 (0.22929762593851793) | > loss_disc_real_5: 0.1691955178976059 (0.21839118283867037) | > loss_0: 2.162611961364746 (2.337284859394867) | > grad_norm_0: tensor(16.2689, device='cuda:0') (tensor(16.6334, device='cuda:0')) | > loss_gen: 2.980177640914917 (2.5264695906799117) | > loss_kl: 1.9955295324325562 (1.9918425955228358) | > loss_feat: 7.509047985076904 (7.06030465452463) | > loss_mel: 17.43647575378418 (17.30058556115068) | > loss_duration: 2.0428824424743652 (1.9947308029904458) | > loss_1: 31.964113235473633 (30.873933305676353) | > grad_norm_1: tensor(415.1608, device='cuda:0') (tensor(235.2755, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3897 (0.37566063548094464) | > loader_time: 0.0041 (0.0038864084538197357) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_350500.pth  --> TIME: 2024-06-12 02:25:37 -- STEP: 174/330 -- GLOBAL_STEP: 350525 | > loss_disc: 2.318844795227051 (2.3462920147797175) | > loss_disc_real_0: 0.1246442198753357 (0.10796995893463324) | > loss_disc_real_1: 0.16938509047031403 (0.19587038380318675) | > loss_disc_real_2: 0.2114485204219818 (0.21082229269989605) | > loss_disc_real_3: 0.2052256166934967 (0.22944167744496774) | > loss_disc_real_4: 0.19239839911460876 (0.23031263336025434) | > loss_disc_real_5: 0.21673357486724854 (0.2195697145900507) | > loss_0: 2.318844795227051 (2.3462920147797175) | > grad_norm_0: tensor(14.0941, device='cuda:0') (tensor(17.4182, device='cuda:0')) | > loss_gen: 2.467041254043579 (2.515951900646605) | > loss_kl: 1.9880688190460205 (1.9961611806661232) | > loss_feat: 7.996258735656738 (7.032589487645818) | > loss_mel: 17.645572662353516 (17.28886063893637) | > loss_duration: 2.106229782104492 (2.0006817682036035) | > loss_1: 32.20317077636719 (30.834245078865138) | > grad_norm_1: tensor(216.5930, device='cuda:0') (tensor(245.0386, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3989 (0.3785762238776546) | > loader_time: 0.0046 (0.00399498007763391)  --> TIME: 2024-06-12 02:25:47 -- STEP: 199/330 -- GLOBAL_STEP: 350550 | > loss_disc: 2.4001502990722656 (2.348852342097605) | > loss_disc_real_0: 0.09018287062644958 (0.10963155939501136) | > loss_disc_real_1: 0.20582297444343567 (0.1963993100514963) | > loss_disc_real_2: 0.18114382028579712 (0.21114728903051597) | > loss_disc_real_3: 0.20894387364387512 (0.22921221617178703) | > loss_disc_real_4: 0.25008508563041687 (0.23051125941863612) | > loss_disc_real_5: 0.2587035000324249 (0.2189226843903412) | > loss_0: 2.4001502990722656 (2.348852342097605) | > grad_norm_0: tensor(23.8718, device='cuda:0') (tensor(18.7544, device='cuda:0')) | > loss_gen: 2.285033941268921 (2.5140802656585857) | > loss_kl: 1.9200794696807861 (2.000819249368792) | > loss_feat: 5.811776161193848 (7.009848621023361) | > loss_mel: 16.45258140563965 (17.262959288592324) | > loss_duration: 2.1262259483337402 (2.0096288667851345) | > loss_1: 28.5956974029541 (30.797336405845144) | > grad_norm_1: tensor(284.3624, device='cuda:0') (tensor(257.4411, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3956 (0.38059526112810443) | > loader_time: 0.005 (0.004109773204554265)  --> TIME: 2024-06-12 02:25:57 -- STEP: 224/330 -- GLOBAL_STEP: 350575 | > loss_disc: 2.3650400638580322 (2.350253994975773) | > loss_disc_real_0: 0.10395655035972595 (0.11157271927887842) | > loss_disc_real_1: 0.1861782819032669 (0.19590542778106673) | > loss_disc_real_2: 0.20575851202011108 (0.21128770921911513) | > loss_disc_real_3: 0.20916303992271423 (0.22960851008870772) | > loss_disc_real_4: 0.21244749426841736 (0.23077344734753882) | > loss_disc_real_5: 0.23004265129566193 (0.21923964164618934) | > loss_0: 2.3650400638580322 (2.350253994975773) | > grad_norm_0: tensor(16.8442, device='cuda:0') (tensor(21.0036, device='cuda:0')) | > loss_gen: 2.672743558883667 (2.5153005932058616) | > loss_kl: 2.166908025741577 (2.0080097269799024) | > loss_feat: 7.298030376434326 (7.010695161564009) | > loss_mel: 16.562559127807617 (17.22159999608994) | > loss_duration: 2.1285834312438965 (2.0173390779112075) | > loss_1: 30.82882308959961 (30.77294464622225) | > grad_norm_1: tensor(460.2539, device='cuda:0') (tensor(276.1082, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.3903 (0.3826643792646271) | > loader_time: 0.005 (0.00422413327864238)  --> TIME: 2024-06-12 02:26:08 -- STEP: 249/330 -- GLOBAL_STEP: 350600 | > loss_disc: 2.4774224758148193 (2.3537785327099425) | > loss_disc_real_0: 0.1541455090045929 (0.11384175837518701) | > loss_disc_real_1: 0.17824143171310425 (0.19584023659248428) | > loss_disc_real_2: 0.16792967915534973 (0.21128740128743123) | > loss_disc_real_3: 0.23405002057552338 (0.2294439876893438) | > loss_disc_real_4: 0.22244298458099365 (0.23095333019653) | > loss_disc_real_5: 0.2231074869632721 (0.21940739243384824) | > loss_0: 2.4774224758148193 (2.3537785327099425) | > grad_norm_0: tensor(29.9354, device='cuda:0') (tensor(22.6863, device='cuda:0')) | > loss_gen: 2.3210978507995605 (2.5132298182292168) | > loss_kl: 2.001143455505371 (2.0125160336973194) | > loss_feat: 6.299869537353516 (6.999619974189973) | > loss_mel: 16.82316017150879 (17.178967958473297) | > loss_duration: 2.1036925315856934 (2.026064212542462) | > loss_1: 29.54896354675293 (30.730398078520135) | > grad_norm_1: tensor(116.3870, device='cuda:0') (tensor(289.2595, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.4141 (0.38598750777033913) | > loader_time: 0.0055 (0.00435221051595297)  --> TIME: 2024-06-12 02:26:19 -- STEP: 274/330 -- GLOBAL_STEP: 350625 | > loss_disc: 2.490494966506958 (2.359607863600238) | > loss_disc_real_0: 0.18640881776809692 (0.1154066450132506) | > loss_disc_real_1: 0.24041596055030823 (0.19634692044588775) | > loss_disc_real_2: 0.20538218319416046 (0.21146024622186257) | > loss_disc_real_3: 0.23659928143024445 (0.2299284284567311) | > loss_disc_real_4: 0.23965448141098022 (0.23096384575767243) | > loss_disc_real_5: 0.26299411058425903 (0.21971719630443265) | > loss_0: 2.490494966506958 (2.359607863600238) | > grad_norm_0: tensor(25.0795, device='cuda:0') (tensor(23.4084, device='cuda:0')) | > loss_gen: 2.250047445297241 (2.5062607056903152) | > loss_kl: 2.0809013843536377 (2.0189925858574185) | > loss_feat: 6.123800277709961 (6.989812024318389) | > loss_mel: 14.97126293182373 (17.129852928384377) | > loss_duration: 2.1290478706359863 (2.0351017665689026) | > loss_1: 27.5550594329834 (30.680020088697002) | > grad_norm_1: tensor(418.4903, device='cuda:0') (tensor(296.4924, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.4405 (0.3900968106123652) | > loader_time: 0.0072 (0.004502440020985845)  --> TIME: 2024-06-12 02:26:31 -- STEP: 299/330 -- GLOBAL_STEP: 350650 | > loss_disc: 2.5121285915374756 (2.3637186651644506) | > loss_disc_real_0: 0.11871061474084854 (0.11675437584668899) | > loss_disc_real_1: 0.2225559502840042 (0.1964209434579448) | > loss_disc_real_2: 0.17656967043876648 (0.21154618786529553) | > loss_disc_real_3: 0.21241764724254608 (0.22973636620020788) | > loss_disc_real_4: 0.2278447151184082 (0.2310462213778576) | > loss_disc_real_5: 0.2450558841228485 (0.21998885951711974) | > loss_0: 2.5121285915374756 (2.3637186651644506) | > grad_norm_0: tensor(23.1836, device='cuda:0') (tensor(23.5755, device='cuda:0')) | > loss_gen: 2.3558712005615234 (2.497835314792138) | > loss_kl: 2.0056912899017334 (2.0249781855771376) | > loss_feat: 6.211670398712158 (6.986323297621813) | > loss_mel: 16.602067947387695 (17.07050066089949) | > loss_duration: 2.1974306106567383 (2.046029139920623) | > loss_1: 29.372730255126953 (30.62566665981127) | > grad_norm_1: tensor(279.8940, device='cuda:0') (tensor(301.1945, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.4594 (0.39552411028373996) | > loader_time: 0.0067 (0.004673442712994323)  --> TIME: 2024-06-12 02:26:44 -- STEP: 324/330 -- GLOBAL_STEP: 350675 | > loss_disc: 2.3589744567871094 (2.367374421637736) | > loss_disc_real_0: 0.11460646986961365 (0.11864361178451853) | > loss_disc_real_1: 0.20917677879333496 (0.19700344900290176) | > loss_disc_real_2: 0.2024182379245758 (0.21165636453179665) | > loss_disc_real_3: 0.19663333892822266 (0.22980645492121024) | > loss_disc_real_4: 0.20930466055870056 (0.2312494259281659) | > loss_disc_real_5: 0.22289524972438812 (0.22073582187294954) | > loss_0: 2.3589744567871094 (2.367374421637736) | > grad_norm_0: tensor(20.0596, device='cuda:0') (tensor(23.3848, device='cuda:0')) | > loss_gen: 2.3019728660583496 (2.4917023616072593) | > loss_kl: 2.202665328979492 (2.0298548708727338) | > loss_feat: 8.710664749145508 (7.01751638489005) | > loss_mel: 16.548646926879883 (17.032588261145126) | > loss_duration: 2.254605770111084 (2.060447303233325) | > loss_1: 32.0185546875 (30.632109235834193) | > grad_norm_1: tensor(296.6338, device='cuda:0') (tensor(298.8314, device='cuda:0')) | > current_lr_0: 0.00018107949886634223 | > current_lr_1: 0.00018107949886634223 | > step_time: 0.6042 (0.4063091646006077) | > loader_time: 0.0088 (0.004931109922903555)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.54719614982605 (2.54719614982605) | > loss_disc_real_0: 0.18271920084953308 (0.18271920084953308) | > loss_disc_real_1: 0.24416932463645935 (0.24416932463645935) | > loss_disc_real_2: 0.2925187945365906 (0.2925187945365906) | > loss_disc_real_3: 0.2301657646894455 (0.2301657646894455) | > loss_disc_real_4: 0.2416379749774933 (0.2416379749774933) | > loss_disc_real_5: 0.21014656126499176 (0.21014656126499176) | > loss_0: 2.54719614982605 (2.54719614982605) | > loss_gen: 2.3280274868011475 (2.3280274868011475) | > loss_kl: 2.1775929927825928 (2.1775929927825928) | > loss_feat: 7.229885578155518 (7.229885578155518) | > loss_mel: 17.005348205566406 (17.005348205566406) | > loss_duration: 2.9642605781555176 (2.9642605781555176) | > loss_1: 31.705114364624023 (31.705114364624023)  --> STEP: 1 | > loss_disc: 2.2280936241149902 (2.2280936241149902) | > loss_disc_real_0: 0.08499802649021149 (0.08499802649021149) | > loss_disc_real_1: 0.1294206827878952 (0.1294206827878952) | > loss_disc_real_2: 0.16334258019924164 (0.16334258019924164) | > loss_disc_real_3: 0.22959987819194794 (0.22959987819194794) | > loss_disc_real_4: 0.22406986355781555 (0.22406986355781555) | > loss_disc_real_5: 0.2010595202445984 (0.2010595202445984) | > loss_0: 2.2280936241149902 (2.2280936241149902) | > loss_gen: 2.2896435260772705 (2.2896435260772705) | > loss_kl: 3.018902063369751 (3.018902063369751) | > loss_feat: 5.370672225952148 (5.370672225952148) | > loss_mel: 18.65167808532715 (18.65167808532715) | > loss_duration: 2.4550576210021973 (2.4550576210021973) | > loss_1: 31.785953521728516 (31.785953521728516)  --> STEP: 2 | > loss_disc: 2.414206027984619 (2.3211498260498047) | > loss_disc_real_0: 0.10988543182611465 (0.09744172915816307) | > loss_disc_real_1: 0.13469237089157104 (0.13205652683973312) | > loss_disc_real_2: 0.25415998697280884 (0.20875128358602524) | > loss_disc_real_3: 0.27106282114982605 (0.250331349670887) | > loss_disc_real_4: 0.21728146076202393 (0.22067566215991974) | > loss_disc_real_5: 0.21708662807941437 (0.20907307416200638) | > loss_0: 2.414206027984619 (2.3211498260498047) | > loss_gen: 2.1940886974334717 (2.241866111755371) | > loss_kl: 2.8480594158172607 (2.933480739593506) | > loss_feat: 5.972283840179443 (5.671478033065796) | > loss_mel: 18.479707717895508 (18.565692901611328) | > loss_duration: 2.435051679611206 (2.4450546503067017) | > loss_1: 31.929189682006836 (31.857571601867676)  --> STEP: 3 | > loss_disc: 2.2145915031433105 (2.285630385080973) | > loss_disc_real_0: 0.1047990694642067 (0.09989417592684428) | > loss_disc_real_1: 0.09334265440702438 (0.11915190269549687) | > loss_disc_real_2: 0.14280018210411072 (0.18676758309205374) | > loss_disc_real_3: 0.16395077109336853 (0.22153782347838083) | > loss_disc_real_4: 0.17835283279418945 (0.206568052371343) | > loss_disc_real_5: 0.226282998919487 (0.21480971574783325) | > loss_0: 2.2145915031433105 (2.285630385080973) | > loss_gen: 2.2187044620513916 (2.2341455618540444) | > loss_kl: 3.350764274597168 (3.072575251261393) | > loss_feat: 8.037240028381348 (6.4600653648376465) | > loss_mel: 17.860610961914062 (18.330665588378906) | > loss_duration: 2.335902690887451 (2.408670663833618) | > loss_1: 33.80322265625 (32.50612195332845)  --> STEP: 4 | > loss_disc: 2.29339337348938 (2.287571132183075) | > loss_disc_real_0: 0.11304814368486404 (0.10318266786634922) | > loss_disc_real_1: 0.150845006108284 (0.12707517854869366) | > loss_disc_real_2: 0.14826303720474243 (0.1771414466202259) | > loss_disc_real_3: 0.278408944606781 (0.23575560376048088) | > loss_disc_real_4: 0.22179457545280457 (0.21037468314170837) | > loss_disc_real_5: 0.19284431636333466 (0.2093183659017086) | > loss_0: 2.29339337348938 (2.287571132183075) | > loss_gen: 2.2515974044799805 (2.2385085225105286) | > loss_kl: 4.269130229949951 (3.3717139959335327) | > loss_feat: 6.640213489532471 (6.5051023960113525) | > loss_mel: 16.45944595336914 (17.862860679626465) | > loss_duration: 2.328415632247925 (2.388606905937195) | > loss_1: 31.948802947998047 (32.36679220199585)  --> STEP: 5 | > loss_disc: 2.4323570728302 (2.3165283203125) | > loss_disc_real_0: 0.15186651051044464 (0.1129194363951683) | > loss_disc_real_1: 0.19620166718959808 (0.14090047627687455) | > loss_disc_real_2: 0.2092675268650055 (0.1835666626691818) | > loss_disc_real_3: 0.21953098475933075 (0.23251067996025085) | > loss_disc_real_4: 0.17940333485603333 (0.20418041348457336) | > loss_disc_real_5: 0.1576230823993683 (0.19897930920124055) | > loss_0: 2.4323570728302 (2.3165283203125) | > loss_gen: 2.1573660373687744 (2.2222800254821777) | > loss_kl: 2.822789192199707 (3.2619290351867676) | > loss_feat: 5.692263126373291 (6.34253454208374) | > loss_mel: 18.884166717529297 (18.06712188720703) | > loss_duration: 2.3353586196899414 (2.377957248687744) | > loss_1: 31.891944885253906 (32.27182273864746)  --> STEP: 6 | > loss_disc: 2.4056901931762695 (2.3313886324564614) | > loss_disc_real_0: 0.05983150005340576 (0.10407144700487454) | > loss_disc_real_1: 0.20973098278045654 (0.15237222736080488) | > loss_disc_real_2: 0.2873927652835846 (0.20087101310491562) | > loss_disc_real_3: 0.25231796503067017 (0.23581189413865408) | > loss_disc_real_4: 0.22012601792812347 (0.20683801422516504) | > loss_disc_real_5: 0.2709851562976837 (0.2109802837173144) | > loss_0: 2.4056901931762695 (2.3313886324564614) | > loss_gen: 2.4475059509277344 (2.259817679723104) | > loss_kl: 3.487017869949341 (3.29944384098053) | > loss_feat: 6.538948059082031 (6.375270128250122) | > loss_mel: 16.681507110595703 (17.836186091105144) | > loss_duration: 2.1691598892211914 (2.343157688776652) | > loss_1: 31.324138641357422 (32.11387538909912)  --> STEP: 7 | > loss_disc: 2.395948886871338 (2.340611525944301) | > loss_disc_real_0: 0.15180346369743347 (0.11089030653238297) | > loss_disc_real_1: 0.1950087547302246 (0.15846315984215056) | > loss_disc_real_2: 0.2117728888988495 (0.20242842393262045) | > loss_disc_real_3: 0.2576299011707306 (0.2389287522860936) | > loss_disc_real_4: 0.20876134932041168 (0.20711277638162887) | > loss_disc_real_5: 0.3248101472854614 (0.22724169279847825) | > loss_0: 2.395948886871338 (2.340611525944301) | > loss_gen: 2.6801397800445557 (2.3198636940547397) | > loss_kl: 4.727914333343506 (3.503511054175241) | > loss_feat: 5.847146987915039 (6.2998239653451105) | > loss_mel: 18.144546508789062 (17.880237579345703) | > loss_duration: 2.551518201828003 (2.3729234763554166) | > loss_1: 33.95126724243164 (32.376359939575195)  --> STEP: 8 | > loss_disc: 2.6219072341918945 (2.3757734894752502) | > loss_disc_real_0: 0.22618606686592102 (0.12530227657407522) | > loss_disc_real_1: 0.1627689003944397 (0.1590013774111867) | > loss_disc_real_2: 0.2625550329685211 (0.20994425006210804) | > loss_disc_real_3: 0.29774191975593567 (0.24628039821982384) | > loss_disc_real_4: 0.25631579756736755 (0.2132631540298462) | > loss_disc_real_5: 0.28177767992019653 (0.23405869118869305) | > loss_0: 2.6219072341918945 (2.3757734894752502) | > loss_gen: 2.2225589752197266 (2.307700604200363) | > loss_kl: 2.741438627243042 (3.408252000808716) | > loss_feat: 5.846640110015869 (6.243175983428955) | > loss_mel: 14.519859313964844 (17.460190296173096) | > loss_duration: 2.2741849422454834 (2.360581159591675) | > loss_1: 27.60468101501465 (31.779900074005127)  --> STEP: 9 | > loss_disc: 2.5529582500457764 (2.3954606850941977) | > loss_disc_real_0: 0.2093595266342163 (0.134641971025202) | > loss_disc_real_1: 0.22156274318695068 (0.16595264027516046) | > loss_disc_real_2: 0.24070344865322113 (0.21336193879445395) | > loss_disc_real_3: 0.22150851786136627 (0.2435279670688841) | > loss_disc_real_4: 0.1596493124961853 (0.2073060605261061) | > loss_disc_real_5: 0.12523148953914642 (0.22196677989429897) | > loss_0: 2.5529582500457764 (2.3954606850941977) | > loss_gen: 2.226107597351074 (2.298634714550442) | > loss_kl: 2.239440679550171 (3.278384076224433) | > loss_feat: 10.140634536743164 (6.6762269337972) | > loss_mel: 18.480466842651367 (17.573554356892902) | > loss_duration: 2.1363463401794434 (2.3356661796569824) | > loss_1: 35.22299575805664 (32.16246626112196)  --> STEP: 10 | > loss_disc: 2.514983892440796 (2.4074130058288574) | > loss_disc_real_0: 0.09851931035518646 (0.13102970495820046) | > loss_disc_real_1: 0.22071696817874908 (0.17142907306551933) | > loss_disc_real_2: 0.23444944620132446 (0.21547068953514098) | > loss_disc_real_3: 0.23106789588928223 (0.24228195995092391) | > loss_disc_real_4: 0.23036503791809082 (0.20961195826530457) | > loss_disc_real_5: 0.19415296614170074 (0.21918539851903915) | > loss_0: 2.514983892440796 (2.4074130058288574) | > loss_gen: 2.215092897415161 (2.2902805328369142) | > loss_kl: 2.7810757160186768 (3.2286532402038572) | > loss_feat: 6.292018890380859 (6.637806129455567) | > loss_mel: 17.88322639465332 (17.604521560668946) | > loss_duration: 2.3251194953918457 (2.334611511230469) | > loss_1: 31.49653434753418 (32.095873069763186)  --> STEP: 11 | > loss_disc: 2.4460177421569824 (2.4109225273132324) | > loss_disc_real_0: 0.15887658298015594 (0.13356123932383276) | > loss_disc_real_1: 0.2006496787071228 (0.17408549176021057) | > loss_disc_real_2: 0.22369727492332458 (0.21621856093406677) | > loss_disc_real_3: 0.21644416451454163 (0.23993306945670734) | > loss_disc_real_4: 0.25443631410598755 (0.21368689970536667) | > loss_disc_real_5: 0.2252475470304489 (0.21973650292916733) | > loss_0: 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(6.712758302688599) | > loss_mel: 18.519851684570312 (17.494301954905193) | > loss_duration: 2.3416385650634766 (2.3496280113855996) | > loss_1: 33.925376892089844 (32.120745499928795)  --> STEP: 13 | > loss_disc: 2.4303486347198486 (2.401094840123103) | > loss_disc_real_0: 0.10672879219055176 (0.12826901616958472) | > loss_disc_real_1: 0.16083745658397675 (0.17219611945060584) | > loss_disc_real_2: 0.2150948941707611 (0.21934726375799912) | > loss_disc_real_3: 0.18177615106105804 (0.23542387783527374) | > loss_disc_real_4: 0.20690621435642242 (0.21318249977551973) | > loss_disc_real_5: 0.2307967245578766 (0.21819185064389154) | > loss_0: 2.4303486347198486 (2.401094840123103) | > loss_gen: 2.173203468322754 (2.2873909840217004) | > loss_kl: 3.0719947814941406 (3.252138688014104) | > loss_feat: 6.43289041519165 (6.691230003650372) | > loss_mel: 16.83466148376465 (17.443560380202072) | > loss_duration: 2.287843704223633 (2.344875372373141) | > loss_1: 30.80059242248535 (32.01919526320238)  --> STEP: 14 | > loss_disc: 2.3210079669952393 (2.3953743491853987) | > loss_disc_real_0: 0.12972596287727356 (0.12837308379156248) | > loss_disc_real_1: 0.13092321157455444 (0.16924805460231646) | > loss_disc_real_2: 0.2130281627178192 (0.2188958993979863) | > loss_disc_real_3: 0.24246735870838165 (0.2359269836119243) | > loss_disc_real_4: 0.24016094207763672 (0.2151095313685281) | > loss_disc_real_5: 0.1733831763267517 (0.21499123104981013) | > loss_0: 2.3210079669952393 (2.3953743491853987) | > loss_gen: 2.190048933029175 (2.2804379803793773) | > loss_kl: 4.01445198059082 (3.3065896374838695) | > loss_feat: 5.793388366699219 (6.627098458153861) | > loss_mel: 17.89349365234375 (17.475698471069336) | > loss_duration: 2.353384256362915 (2.3454831498009816) | > loss_1: 32.24476623535156 (32.03530747549875)  --> STEP: 15 | > loss_disc: 2.5510878562927246 (2.4057552496592205) | > loss_disc_real_0: 0.16262656450271606 (0.13065664917230607) | > loss_disc_real_1: 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loss_disc_real_4: 0.24156366288661957 (0.2138453759253025) | > loss_disc_real_5: 0.30637243390083313 (0.21996165439486504) | > loss_0: 2.5049710273742676 (2.411956235766411) | > loss_gen: 2.298858642578125 (2.2754510194063187) | > loss_kl: 3.0185163021087646 (3.3130882531404495) | > loss_feat: 5.643857479095459 (6.600501269102097) | > loss_mel: 15.307978630065918 (17.33340746164322) | > loss_duration: 2.410763740539551 (2.352361425757408) | > loss_1: 28.679973602294922 (31.874809265136722)  --> STEP: 17 | > loss_disc: 2.627488136291504 (2.424634582856122) | > loss_disc_real_0: 0.1435573399066925 (0.13563381442252329) | > loss_disc_real_1: 0.2426791489124298 (0.183170624953859) | > loss_disc_real_2: 0.26754534244537354 (0.22222935802796306) | > loss_disc_real_3: 0.26985621452331543 (0.2395730825031505) | > loss_disc_real_4: 0.2598402202129364 (0.21655095500104568) | > loss_disc_real_5: 0.24916449189186096 (0.22167946836527655) | > loss_0: 2.627488136291504 (2.424634582856122) | > 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loss_disc_real_2: 0.26200756430625916 (0.22024716969047273) | > loss_disc_real_3: 0.19789333641529083 (0.23294298634642646) | > loss_disc_real_4: 0.19154056906700134 (0.2132696629989715) | > loss_disc_real_5: 0.16990281641483307 (0.21424138333116258) | > loss_0: 2.5130672454833984 (2.4270894300369985) | > loss_gen: 1.9812170267105103 (2.2420908382960727) | > loss_kl: 3.638698101043701 (3.1987535045260476) | > loss_feat: 5.97157096862793 (6.624789760226295) | > loss_mel: 16.481185913085938 (17.33435126713344) | > loss_duration: 2.1357736587524414 (2.3436541443779353) | > loss_1: 30.208446502685547 (31.74363962809245)  --> STEP: 22 | > loss_disc: 2.585102081298828 (2.434271823276173) | > loss_disc_real_0: 0.15747173130512238 (0.13046930357813835) | > loss_disc_real_1: 0.1794346123933792 (0.1775452457368374) | > loss_disc_real_2: 0.24567760527133942 (0.22140309858051213) | > loss_disc_real_3: 0.2605220079421997 (0.23419657823714343) | > loss_disc_real_4: 0.2648196816444397 (0.2156128456646746) | > loss_disc_real_5: 0.21785041689872742 (0.21440543031150644) | > loss_0: 2.585102081298828 (2.434271823276173) | > loss_gen: 2.17611026763916 (2.2390917214480313) | > loss_kl: 2.223989486694336 (3.1544460491700606) | > loss_feat: 7.917818069458008 (6.683563774282282) | > loss_mel: 17.441312789916992 (17.33921315453269) | > loss_duration: 2.2147645950317383 (2.3377955284985625) | > loss_1: 31.973995208740234 (31.75411033630371)  --> STEP: 23 | > loss_disc: 2.6808555126190186 (2.444992853247601) | > loss_disc_real_0: 0.2507169842720032 (0.1356974636083064) | > loss_disc_real_1: 0.16131088137626648 (0.1768394038081169) | > loss_disc_real_2: 0.28442883491516113 (0.22414334798636643) | > loss_disc_real_3: 0.2741774618625641 (0.2359348775252052) | > loss_disc_real_4: 0.2307956963777542 (0.21627296960872153) | > loss_disc_real_5: 0.24808505177497864 (0.2158697616794835) | > loss_0: 2.6808555126190186 (2.444992853247601) | > loss_gen: 2.1888210773468018 (2.236906041269717) | > loss_kl: 2.6747231483459473 (3.1335885317429253) | > loss_feat: 6.060636043548584 (6.656479959902556) | > loss_mel: 14.980313301086426 (17.236652291339375) | > loss_duration: 2.260410785675049 (2.334430974462758) | > loss_1: 28.16490364074707 (31.598057871279508)  --> STEP: 24 | > loss_disc: 2.222504138946533 (2.4357224901517234) | > loss_disc_real_0: 0.10653389245271683 (0.13448231481015682) | > loss_disc_real_1: 0.19335956871509552 (0.17752774401257435) | > loss_disc_real_2: 0.25452032685279846 (0.22540905543913445) | > loss_disc_real_3: 0.2364649474620819 (0.23595696377257505) | > loss_disc_real_4: 0.1842881590127945 (0.21494026916722456) | > loss_disc_real_5: 0.21040484309196472 (0.2156420567383369) | > loss_0: 2.222504138946533 (2.4357224901517234) | > loss_gen: 2.451796054840088 (2.245859791835149) | > loss_kl: 2.2067573070526123 (3.0949705640474954) | > loss_feat: 7.033449172973633 (6.6721870104471845) | > loss_mel: 17.372350692749023 (17.24230639139811) | > loss_duration: 2.427588939666748 (2.3383125563462577) | > loss_1: 31.491941452026367 (31.593636353810627)  --> STEP: 25 | > loss_disc: 2.592926502227783 (2.4420106506347654) | > loss_disc_real_0: 0.18578781187534332 (0.13653453469276428) | > loss_disc_real_1: 0.14182080328464508 (0.1760994663834572) | > loss_disc_real_2: 0.23851215839385986 (0.22593317955732345) | > loss_disc_real_3: 0.18508076667785645 (0.2339219158887863) | > loss_disc_real_4: 0.18184229731559753 (0.21361635029315948) | > loss_disc_real_5: 0.19208484888076782 (0.21469976842403413) | > loss_0: 2.592926502227783 (2.4420106506347654) | > loss_gen: 1.9101014137268066 (2.232429456710815) | > loss_kl: 2.1725013256073 (3.0580717945098876) | > loss_feat: 6.775976181030273 (6.676338577270508) | > loss_mel: 15.05571174621582 (17.15484260559082) | > loss_duration: 2.3933308124542236 (2.3405132865905762) | > loss_1: 28.307621002197266 (31.462195739746093)  --> STEP: 26 | > loss_disc: 2.557217597961426 (2.446441687070406) | > loss_disc_real_0: 0.2033783197402954 (0.1391054495022847) | > loss_disc_real_1: 0.1577959656715393 (0.17539548558684495) | > loss_disc_real_2: 0.14159643650054932 (0.22268945867052445) | > loss_disc_real_3: 0.24743624031543732 (0.23444169759750366) | > loss_disc_real_4: 0.19851358234882355 (0.2130354746029927) | > loss_disc_real_5: 0.19835209846496582 (0.2140710118871469) | > loss_0: 2.557217597961426 (2.446441687070406) | > loss_gen: 2.410846710205078 (2.2392916587682867) | > loss_kl: 2.298044204711914 (3.0288399641330424) | > loss_feat: 12.319134712219238 (6.893369197845459) | > loss_mel: 17.060510635375977 (17.151214452890247) | > loss_duration: 2.3110153675079346 (2.339378751241244) | > loss_1: 36.39955139160156 (31.652094034048226) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024714103111853967 (-5.493714259220987e-05) | > avg_loss_disc: 2.446441687070406 (-0.05233131005213831) | > avg_loss_disc_real_0: 0.1391054495022847 (-0.02894985704467848) | > avg_loss_disc_real_1: 0.17539548558684495 (-0.04490980706535855) | > avg_loss_disc_real_2: 0.22268945867052445 (-0.028452986421493437) | > avg_loss_disc_real_3: 0.23444169759750366 (-0.00241731279171431) | > avg_loss_disc_real_4: 0.2130354746029927 (-0.006572205859881192) | > avg_loss_disc_real_5: 0.2140710118871469 (-0.00639630051759571) | > avg_loss_0: 2.446441687070406 (-0.05233131005213831) | > avg_loss_gen: 2.2392916587682867 (-0.10107381985737796) | > avg_loss_kl: 3.0288399641330424 (+0.08538526755112841) | > avg_loss_feat: 6.893369197845459 (+0.013552885789137825) | > avg_loss_mel: 17.151214452890247 (-0.06083734218891834) | > avg_loss_duration: 2.339378751241244 (-0.015765208464403102) | > avg_loss_1: 31.652094034048226 (-0.07873857938326623)  > EPOCH: 796/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:27:07)   --> TIME: 2024-06-12 02:27:15 -- STEP: 19/330 -- GLOBAL_STEP: 350700 | > loss_disc: 2.2371554374694824 (2.333778092735692) | > loss_disc_real_0: 0.08940517902374268 (0.1072230076319293) | > loss_disc_real_1: 0.1542205810546875 (0.1888885999980726) | > loss_disc_real_2: 0.1995762586593628 (0.20894648134708405) | > loss_disc_real_3: 0.23501336574554443 (0.22731394908930125) | > loss_disc_real_4: 0.23458726704120636 (0.22874622909646286) | > loss_disc_real_5: 0.2337302565574646 (0.22543366331803172) | > loss_0: 2.2371554374694824 (2.333778092735692) | > grad_norm_0: tensor(10.4553, device='cuda:0') (tensor(9.3517, device='cuda:0')) | > loss_gen: 2.6898069381713867 (2.489305897762901) | > loss_kl: 1.941304326057434 (1.9337538229791742) | > loss_feat: 8.136922836303711 (6.929840288664165) | > loss_mel: 17.13661003112793 (17.615206065930817) | > loss_duration: 1.9575295448303223 (2.0470470503756872) | > loss_1: 31.862173080444336 (31.015152881019993) | > grad_norm_1: tensor(338.4506, device='cuda:0') (tensor(100.7905, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3655 (0.36331525601838766) | > loader_time: 0.0033 (0.0030807695890727794)  --> TIME: 2024-06-12 02:27:25 -- STEP: 44/330 -- GLOBAL_STEP: 350725 | > loss_disc: 2.3618998527526855 (2.3382585482163867) | > loss_disc_real_0: 0.09884102642536163 (0.10674495563249696) | > loss_disc_real_1: 0.20583848655223846 (0.1940588534555652) | > loss_disc_real_2: 0.2512902319431305 (0.21035762469876895) | > loss_disc_real_3: 0.2315961867570877 (0.2241554023189978) | > loss_disc_real_4: 0.23612719774246216 (0.22871325334364717) | > loss_disc_real_5: 0.20582962036132812 (0.2224683047018268) | > loss_0: 2.3618998527526855 (2.3382585482163867) | > grad_norm_0: tensor(11.8003, device='cuda:0') (tensor(10.2034, device='cuda:0')) | > loss_gen: 2.582322359085083 (2.501631899313493) | > loss_kl: 2.0673696994781494 (1.9329168525609104) | > loss_feat: 7.575556755065918 (7.010152610865506) | > loss_mel: 17.636425018310547 (17.427843050523236) | > loss_duration: 1.910691738128662 (2.000183750282635) | > loss_1: 31.77236557006836 (30.872728087685324) | > grad_norm_1: tensor(204.8516, device='cuda:0') (tensor(110.3118, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3909 (0.3683591051535172) | > loader_time: 0.0037 (0.0033852078697898164)  --> TIME: 2024-06-12 02:27:34 -- STEP: 69/330 -- GLOBAL_STEP: 350750 | > loss_disc: 2.3284459114074707 (2.3439399988754936) | > loss_disc_real_0: 0.08578211069107056 (0.10891709125776222) | > loss_disc_real_1: 0.18876947462558746 (0.19556217068347378) | > loss_disc_real_2: 0.18798339366912842 (0.20952334632908087) | > loss_disc_real_3: 0.2287776917219162 (0.22679285316363626) | > loss_disc_real_4: 0.21493135392665863 (0.22925614943538886) | > loss_disc_real_5: 0.23695985972881317 (0.22249221132285352) | > loss_0: 2.3284459114074707 (2.3439399988754936) | > grad_norm_0: tensor(12.2720, device='cuda:0') (tensor(10.2313, device='cuda:0')) | > loss_gen: 2.4999847412109375 (2.4911296091217925) | > loss_kl: 2.053948402404785 (1.937423357065173) | > loss_feat: 7.98897647857666 (7.049756471661554) | > loss_mel: 17.7434139251709 (17.451698054438044) | > loss_duration: 1.941896677017212 (1.9886029008506005) | > loss_1: 32.22822189331055 (30.918610365494438) | > grad_norm_1: tensor(213.5015, device='cuda:0') (tensor(114.8791, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3777 (0.37245005801104114) | > loader_time: 0.0041 (0.0036557860996412196)  --> TIME: 2024-06-12 02:27:44 -- STEP: 94/330 -- GLOBAL_STEP: 350775 | > loss_disc: 2.4229674339294434 (2.3558688645667205) | > loss_disc_real_0: 0.1372375637292862 (0.11067877468118008) | > loss_disc_real_1: 0.21573033928871155 (0.1959240178161479) | > loss_disc_real_2: 0.25181692838668823 (0.2100343152563623) | > loss_disc_real_3: 0.24140417575836182 (0.22789378480074254) | > loss_disc_real_4: 0.2545185387134552 (0.23149933507467838) | > loss_disc_real_5: 0.2338944375514984 (0.22406601493662975) | > loss_0: 2.4229674339294434 (2.3558688645667205) | > grad_norm_0: tensor(15.0447, device='cuda:0') (tensor(10.8186, device='cuda:0')) | > loss_gen: 2.5255613327026367 (2.482609249175863) | > loss_kl: 2.0524911880493164 (1.9500715808665499) | > loss_feat: 6.6701459884643555 (6.976997451579317) | > loss_mel: 17.143495559692383 (17.401110588236044) | > loss_duration: 1.9982051849365234 (1.9858535693046897) | > loss_1: 30.3898983001709 (30.79664240492151) | > grad_norm_1: tensor(211.1734, device='cuda:0') (tensor(130.4789, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3643 (0.3759171633010215) | > loader_time: 0.0041 (0.0037733214966794277)  --> TIME: 2024-06-12 02:27:54 -- STEP: 119/330 -- GLOBAL_STEP: 350800 | > loss_disc: 2.385761260986328 (2.3543675687132763) | > loss_disc_real_0: 0.14163245260715485 (0.11147934808826246) | > loss_disc_real_1: 0.21647752821445465 (0.19613512599167704) | > loss_disc_real_2: 0.18483498692512512 (0.2094431092508701) | > loss_disc_real_3: 0.19052742421627045 (0.2282836640081486) | > loss_disc_real_4: 0.24050907790660858 (0.23127764638732462) | > loss_disc_real_5: 0.25190970301628113 (0.22373470350974747) | > loss_0: 2.385761260986328 (2.3543675687132763) | > grad_norm_0: tensor(9.2255, device='cuda:0') (tensor(10.9233, device='cuda:0')) | > loss_gen: 2.5291526317596436 (2.485220929153827) | > loss_kl: 2.123525857925415 (1.9654759118536942) | > loss_feat: 7.540881156921387 (6.996300605164857) | > loss_mel: 17.490205764770508 (17.400117858117362) | > loss_duration: 1.9596606492996216 (1.9874905327788925) | > loss_1: 31.6434268951416 (30.83460583406336) | > grad_norm_1: tensor(252.0063, device='cuda:0') (tensor(137.9960, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3545 (0.3739842146384616) | > loader_time: 0.0039 (0.0038341554273076416)  --> TIME: 2024-06-12 02:28:03 -- STEP: 144/330 -- GLOBAL_STEP: 350825 | > loss_disc: 2.2780816555023193 (2.3565241263972387) | > loss_disc_real_0: 0.09925636649131775 (0.11248035120984747) | > loss_disc_real_1: 0.16688059270381927 (0.19596794868508977) | > loss_disc_real_2: 0.18034236133098602 (0.21029364234871337) | > loss_disc_real_3: 0.2360839992761612 (0.22794582829293278) | > loss_disc_real_4: 0.22156907618045807 (0.23067912376589245) | > loss_disc_real_5: 0.22843724489212036 (0.22358081189708578) | > loss_0: 2.2780816555023193 (2.3565241263972387) | > grad_norm_0: tensor(8.7578, device='cuda:0') (tensor(11.6249, device='cuda:0')) | > loss_gen: 2.745668649673462 (2.483451397882568) | > loss_kl: 1.8830573558807373 (1.9663885451025434) | > loss_feat: 7.95530891418457 (7.012705008188884) | > loss_mel: 18.363271713256836 (17.390872849358445) | > loss_duration: 1.9877879619598389 (1.9928689060939684) | > loss_1: 32.93509292602539 (30.846286707454258) | > grad_norm_1: tensor(91.3039, device='cuda:0') (tensor(145.1595, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3787 (0.3741042912006378) | > loader_time: 0.0041 (0.0038802093929714626)  --> TIME: 2024-06-12 02:28:13 -- STEP: 169/330 -- GLOBAL_STEP: 350850 | > loss_disc: 2.2091214656829834 (2.3580956134570408) | > loss_disc_real_0: 0.10426988452672958 (0.11406128203286928) | > loss_disc_real_1: 0.20315100252628326 (0.19637035106766157) | > loss_disc_real_2: 0.19852620363235474 (0.2109091252793927) | > loss_disc_real_3: 0.2174096703529358 (0.22829064003814606) | > loss_disc_real_4: 0.1944660097360611 (0.23017027021865166) | > loss_disc_real_5: 0.1839616596698761 (0.2221507676959743) | > loss_0: 2.2091214656829834 (2.3580956134570408) | > grad_norm_0: tensor(10.2103, device='cuda:0') (tensor(13.5308, device='cuda:0')) | > loss_gen: 2.763514757156372 (2.493616351009121) | > loss_kl: 1.9647939205169678 (1.973903055727129) | > loss_feat: 7.485470771789551 (7.035498334105903) | > loss_mel: 17.083160400390625 (17.374134199153733) | > loss_duration: 2.04732608795166 (1.9985121918853217) | > loss_1: 31.34426498413086 (30.875664163623338) | > grad_norm_1: tensor(380.8415, device='cuda:0') (tensor(164.9636, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3973 (0.3747427407101062) | > loader_time: 0.0045 (0.003934016594519981)  --> TIME: 2024-06-12 02:28:23 -- STEP: 194/330 -- GLOBAL_STEP: 350875 | > loss_disc: 2.421590566635132 (2.3654106105725785) | > loss_disc_real_0: 0.15155570209026337 (0.11508316683016487) | > loss_disc_real_1: 0.15065476298332214 (0.1973932373155024) | > loss_disc_real_2: 0.19012504816055298 (0.21122863205130568) | > loss_disc_real_3: 0.22069880366325378 (0.22877135074015745) | > loss_disc_real_4: 0.24512971937656403 (0.23169367023042797) | > loss_disc_real_5: 0.19346731901168823 (0.2218213112852008) | > loss_0: 2.421590566635132 (2.3654106105725785) | > grad_norm_0: tensor(45.3941, device='cuda:0') (tensor(16.0275, device='cuda:0')) | > loss_gen: 2.308624267578125 (2.4990159162541024) | > loss_kl: 1.9181252717971802 (1.9812842410864289) | > loss_feat: 6.947134971618652 (7.028344928603811) | > loss_mel: 17.47504234313965 (17.340416524828093) | > loss_duration: 2.023827075958252 (2.0064161487461365) | > loss_1: 30.672752380371094 (30.855477765663384) | > grad_norm_1: tensor(209.5018, device='cuda:0') (tensor(194.7128, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.3968 (0.3776627865034281) | > loader_time: 0.0047 (0.004062065144175107)  --> TIME: 2024-06-12 02:28:33 -- STEP: 219/330 -- GLOBAL_STEP: 350900 | > loss_disc: 2.346907615661621 (2.365082237818471) | > loss_disc_real_0: 0.06692128628492355 (0.11594497437958848) | > loss_disc_real_1: 0.20794734358787537 (0.19729591810812147) | > loss_disc_real_2: 0.20932023227214813 (0.21130509150626997) | > loss_disc_real_3: 0.23671314120292664 (0.22892290462641957) | > loss_disc_real_4: 0.23546233773231506 (0.2310835768779119) | > loss_disc_real_5: 0.21934399008750916 (0.22135745955112318) | > loss_0: 2.346907615661621 (2.365082237818471) | > grad_norm_0: tensor(41.2811, device='cuda:0') (tensor(18.6103, device='cuda:0')) | > loss_gen: 2.4851393699645996 (2.5025876646172507) | > loss_kl: 2.0386133193969727 (1.9883842364838133) | > loss_feat: 7.3334550857543945 (7.0335614996958) | > loss_mel: 17.529010772705078 (17.276229009236378) | > loss_duration: 2.0832059383392334 (2.014318861373484) | > loss_1: 31.469425201416016 (30.815081287192427) | > grad_norm_1: tensor(550.7378, device='cuda:0') (tensor(227.1275, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.4026 (0.38122069998963243) | > loader_time: 0.0059 (0.00420105729473236)  --> TIME: 2024-06-12 02:28:44 -- STEP: 244/330 -- GLOBAL_STEP: 350925 | > loss_disc: 2.3751060962677 (2.3650046753101672) | > loss_disc_real_0: 0.12210017442703247 (0.11662084177197492) | > loss_disc_real_1: 0.22078421711921692 (0.19746545744968244) | > loss_disc_real_2: 0.2171613574028015 (0.21112248362576375) | > loss_disc_real_3: 0.21150560677051544 (0.2288947716721746) | > loss_disc_real_4: 0.23531320691108704 (0.23121963783365782) | > loss_disc_real_5: 0.20920565724372864 (0.2213259716747237) | > loss_0: 2.3751060962677 (2.3650046753101672) | > grad_norm_0: tensor(43.2277, device='cuda:0') (tensor(19.9109, device='cuda:0')) | > loss_gen: 2.480854034423828 (2.500442537127948) | > loss_kl: 2.118107318878174 (1.996179376469284) | > loss_feat: 6.762530326843262 (7.018225548697299) | > loss_mel: 16.802383422851562 (17.22511107022645) | > loss_duration: 2.043825387954712 (2.0236208233676978) | > loss_1: 30.207700729370117 (30.76357936859131) | > grad_norm_1: tensor(600.8693, device='cuda:0') (tensor(247.8670, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.425 (0.3854769820072612) | > loader_time: 0.0057 (0.004341896440162037)  --> TIME: 2024-06-12 02:28:55 -- STEP: 269/330 -- GLOBAL_STEP: 350950 | > loss_disc: 2.353658437728882 (2.3667914229254743) | > loss_disc_real_0: 0.11952546238899231 (0.11768574955904351) | > loss_disc_real_1: 0.21006055176258087 (0.19755219166828353) | > loss_disc_real_2: 0.22968491911888123 (0.21123593397521617) | > loss_disc_real_3: 0.23126184940338135 (0.22908264836192574) | > loss_disc_real_4: 0.21927927434444427 (0.23133329354697438) | > loss_disc_real_5: 0.2261980175971985 (0.22167864098424805) | > loss_0: 2.353658437728882 (2.3667914229254743) | > grad_norm_0: tensor(47.5639, device='cuda:0') (tensor(20.7677, device='cuda:0')) | > loss_gen: 2.480077028274536 (2.4973955021471776) | > loss_kl: 2.0393729209899902 (2.003404935496447) | > loss_feat: 6.9975690841674805 (7.031532961196616) | > loss_mel: 16.459993362426758 (17.197156289253098) | > loss_duration: 2.144962787628174 (2.03241297214891) | > loss_1: 30.12197494506836 (30.761902663787502) | > grad_norm_1: tensor(345.8593, device='cuda:0') (tensor(258.4053, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.4354 (0.38907374679820694) | > loader_time: 0.0057 (0.004482649515995752)  --> TIME: 2024-06-12 02:29:07 -- STEP: 294/330 -- GLOBAL_STEP: 350975 | > loss_disc: 2.3955721855163574 (2.368159346840007) | > loss_disc_real_0: 0.11900515854358673 (0.11852784874234475) | > loss_disc_real_1: 0.18599088490009308 (0.19783928458179745) | > loss_disc_real_2: 0.21062451601028442 (0.21135533094203388) | > loss_disc_real_3: 0.2615770399570465 (0.22924606816298296) | > loss_disc_real_4: 0.19715481996536255 (0.23118597436316154) | > loss_disc_real_5: 0.2015026956796646 (0.22132972947188786) | > loss_0: 2.3955721855163574 (2.368159346840007) | > grad_norm_0: tensor(7.9307, device='cuda:0') (tensor(22.1979, device='cuda:0')) | > loss_gen: 2.5667712688446045 (2.497652420381299) | > loss_kl: 2.001241445541382 (2.008518047073261) | > loss_feat: 7.165295600891113 (7.0407011881977555) | > loss_mel: 16.707279205322266 (17.14054054467857) | > loss_duration: 2.17586612701416 (2.042546663154551) | > loss_1: 30.616455078125 (30.72995886510732) | > grad_norm_1: tensor(494.4217, device='cuda:0') (tensor(274.8566, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.4655 (0.39530105088032846) | > loader_time: 0.0066 (0.004623127632400619)  --> TIME: 2024-06-12 02:29:20 -- STEP: 319/330 -- GLOBAL_STEP: 351000 | > loss_disc: 2.5070571899414062 (2.3711187846981985) | > loss_disc_real_0: 0.15533584356307983 (0.11987433621081812) | > loss_disc_real_1: 0.2447141855955124 (0.1980832477908897) | > loss_disc_real_2: 0.24867480993270874 (0.21144211838798463) | > loss_disc_real_3: 0.23709198832511902 (0.22939401010173988) | > loss_disc_real_4: 0.21701686084270477 (0.23096593864098608) | > loss_disc_real_5: 0.19370147585868835 (0.2214843465429862) | > loss_0: 2.5070571899414062 (2.3711187846981985) | > grad_norm_0: tensor(36.6665, device='cuda:0') (tensor(23.6567, device='cuda:0')) | > loss_gen: 2.563532829284668 (2.4975229909053787) | > loss_kl: 2.1144256591796875 (2.0137541077353736) | > loss_feat: 7.3265461921691895 (7.058371397395122) | > loss_mel: 16.407135009765625 (17.099337616684295) | > loss_duration: 2.2416954040527344 (2.0567482668778) | > loss_1: 30.653335571289062 (30.725734381840148) | > grad_norm_1: tensor(548.4238, device='cuda:0') (tensor(289.7342, device='cuda:0')) | > current_lr_0: 0.00018105686392898393 | > current_lr_1: 0.00018105686392898393 | > step_time: 0.5589 (0.4041934461802901) | > loader_time: 0.0087 (0.004838061556920739) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_351000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.651038408279419 (2.651038408279419) | > loss_disc_real_0: 0.3717007637023926 (0.3717007637023926) | > loss_disc_real_1: 0.2692548334598541 (0.2692548334598541) | > loss_disc_real_2: 0.22919702529907227 (0.22919702529907227) | > loss_disc_real_3: 0.2572879493236542 (0.2572879493236542) | > loss_disc_real_4: 0.2669701874256134 (0.2669701874256134) | > loss_disc_real_5: 0.2543724775314331 (0.2543724775314331) | > loss_0: 2.651038408279419 (2.651038408279419) | > loss_gen: 2.7727015018463135 (2.7727015018463135) | > loss_kl: 2.528265953063965 (2.528265953063965) | > loss_feat: 6.816741943359375 (6.816741943359375) | > loss_mel: 15.812637329101562 (15.812637329101562) | > loss_duration: 3.18581485748291 (3.18581485748291) | > loss_1: 31.116161346435547 (31.116161346435547)  --> STEP: 1 | > loss_disc: 2.3881747722625732 (2.3881747722625732) | > loss_disc_real_0: 0.1259375363588333 (0.1259375363588333) | > loss_disc_real_1: 0.12521415948867798 (0.12521415948867798) | > loss_disc_real_2: 0.1881977617740631 (0.1881977617740631) | > loss_disc_real_3: 0.24126574397087097 (0.24126574397087097) | > loss_disc_real_4: 0.2887769341468811 (0.2887769341468811) | > loss_disc_real_5: 0.24620158970355988 (0.24620158970355988) | > loss_0: 2.3881747722625732 (2.3881747722625732) | > loss_gen: 2.310127019882202 (2.310127019882202) | > loss_kl: 2.733811140060425 (2.733811140060425) | > loss_feat: 5.846391201019287 (5.846391201019287) | > loss_mel: 19.324954986572266 (19.324954986572266) | > loss_duration: 2.4988434314727783 (2.4988434314727783) | > loss_1: 32.71412658691406 (32.71412658691406)  --> STEP: 2 | > loss_disc: 2.5985639095306396 (2.4933693408966064) | > loss_disc_real_0: 0.2761625647544861 (0.2010500505566597) | > loss_disc_real_1: 0.16361410915851593 (0.14441413432359695) | > loss_disc_real_2: 0.21915829181671143 (0.20367802679538727) | > loss_disc_real_3: 0.3012165427207947 (0.2712411433458328) | > loss_disc_real_4: 0.3245413899421692 (0.30665916204452515) | > loss_disc_real_5: 0.29326897859573364 (0.26973528414964676) | > loss_0: 2.5985639095306396 (2.4933693408966064) | > loss_gen: 2.5681495666503906 (2.4391382932662964) | > loss_kl: 2.8951728343963623 (2.8144919872283936) | > loss_feat: 5.966365337371826 (5.906378269195557) | > loss_mel: 17.139537811279297 (18.23224639892578) | > loss_duration: 2.561671257019043 (2.5302573442459106) | > loss_1: 31.130897521972656 (31.92251205444336)  --> STEP: 3 | > loss_disc: 2.1995413303375244 (2.3954266707102456) | > loss_disc_real_0: 0.15881650149822235 (0.18697220087051392) | > loss_disc_real_1: 0.15366341173648834 (0.14749722679456076) | > loss_disc_real_2: 0.2133406549692154 (0.20689890285332999) | > loss_disc_real_3: 0.16791491210460663 (0.2367990662654241) | > loss_disc_real_4: 0.1769152730703354 (0.26341119905312854) | > loss_disc_real_5: 0.1964874267578125 (0.245319331685702) | > loss_0: 2.1995413303375244 (2.3954266707102456) | > loss_gen: 2.4697346687316895 (2.4493370850880942) | > loss_kl: 2.5325841903686523 (2.72052272160848) | > loss_feat: 6.817531108856201 (6.2100958824157715) | > loss_mel: 17.681930541992188 (18.048807779947918) | > loss_duration: 2.3101258277893066 (2.4568801720937095) | > loss_1: 31.811904907226562 (31.885643005371094)  --> STEP: 4 | > loss_disc: 2.4942052364349365 (2.4201213121414185) | > loss_disc_real_0: 0.20388948917388916 (0.19120152294635773) | > loss_disc_real_1: 0.27449044585227966 (0.17924553155899048) | > loss_disc_real_2: 0.30269962549209595 (0.23084908351302147) | > loss_disc_real_3: 0.246252179145813 (0.23916234448552132) | > loss_disc_real_4: 0.2201707512140274 (0.25260108709335327) | > loss_disc_real_5: 0.21483281254768372 (0.23769770190119743) | > loss_0: 2.4942052364349365 (2.4201213121414185) | > loss_gen: 2.6504297256469727 (2.4996102452278137) | > loss_kl: 4.32515287399292 (3.12168025970459) | > loss_feat: 6.892527103424072 (6.380703687667847) | > loss_mel: 17.729469299316406 (17.96897315979004) | > loss_duration: 2.3010964393615723 (2.417934238910675) | > loss_1: 33.898677825927734 (32.388901710510254)  --> STEP: 5 | > loss_disc: 2.330301523208618 (2.402157354354858) | > loss_disc_real_0: 0.1950574517250061 (0.1919727087020874) | > loss_disc_real_1: 0.2438378483057022 (0.19216399490833283) | > loss_disc_real_2: 0.13510477542877197 (0.21170022189617158) | > loss_disc_real_3: 0.261059433221817 (0.24354176223278046) | > loss_disc_real_4: 0.2716286778450012 (0.25640660524368286) | > loss_disc_real_5: 0.20028001070022583 (0.2302141636610031) | > loss_0: 2.330301523208618 (2.402157354354858) | > loss_gen: 2.7002668380737305 (2.539741563796997) | > loss_kl: 3.1332526206970215 (3.123994731903076) | > loss_feat: 6.223984241485596 (6.349359798431396) | > loss_mel: 19.843334197998047 (18.34384536743164) | > loss_duration: 2.385603666305542 (2.4114681243896485) | > loss_1: 34.286441802978516 (32.768409729003906)  --> STEP: 6 | > loss_disc: 2.3009355068206787 (2.385287046432495) | > loss_disc_real_0: 0.1373589038848877 (0.1828704078992208) | > loss_disc_real_1: 0.30199944972991943 (0.21046990404526392) | > loss_disc_real_2: 0.18723733723163605 (0.2076230744520823) | > loss_disc_real_3: 0.234701469540596 (0.24206838011741638) | > loss_disc_real_4: 0.2789062559604645 (0.2601565470298131) | > loss_disc_real_5: 0.18618807196617126 (0.22287648171186447) | > loss_0: 2.3009355068206787 (2.385287046432495) | > loss_gen: 2.664787769317627 (2.5605825980504355) | > loss_kl: 3.5620968341827393 (3.1970117489496865) | > loss_feat: 5.517215728759766 (6.210669120152791) | > loss_mel: 18.445079803466797 (18.3607177734375) | > loss_duration: 2.197258949279785 (2.3757665952046714) | > loss_1: 32.386436462402344 (32.70474751790365)  --> STEP: 7 | > loss_disc: 2.2120141983032227 (2.3605337824140276) | > loss_disc_real_0: 0.17405393719673157 (0.18161091208457947) | > loss_disc_real_1: 0.1842295080423355 (0.20672127604484558) | > loss_disc_real_2: 0.17740528285503387 (0.2033062470810754) | > loss_disc_real_3: 0.20003695785999298 (0.23606389122349875) | > loss_disc_real_4: 0.20051921904087067 (0.2516369287456785) | > loss_disc_real_5: 0.21408690512180328 (0.2216208279132843) | > loss_0: 2.2120141983032227 (2.3605337824140276) | > loss_gen: 2.634718418121338 (2.5711734294891357) | > loss_kl: 4.409914016723633 (3.3702835014888217) | > loss_feat: 8.20999526977539 (6.496287141527448) | > loss_mel: 18.75396728515625 (18.416896275111608) | > loss_duration: 2.5036959648132324 (2.3940422194344655) | > loss_1: 36.512290954589844 (33.2486822945731)  --> STEP: 8 | > loss_disc: 2.3763105869293213 (2.3625058829784393) | > loss_disc_real_0: 0.22369509935379028 (0.18687143549323082) | > loss_disc_real_1: 0.24948599934577942 (0.2120668664574623) | > loss_disc_real_2: 0.18458802998065948 (0.2009664699435234) | > loss_disc_real_3: 0.2029564529657364 (0.23192546144127846) | > loss_disc_real_4: 0.24110101163387299 (0.2503199391067028) | > loss_disc_real_5: 0.25378093123435974 (0.22564084082841873) | > loss_0: 2.3763105869293213 (2.3625058829784393) | > loss_gen: 2.841606855392456 (2.604977607727051) | > loss_kl: 3.149346351623535 (3.342666357755661) | > loss_feat: 7.619479656219482 (6.636686205863953) | > loss_mel: 18.478702545166016 (18.424622058868408) | > loss_duration: 2.30531907081604 (2.3829518258571625) | > loss_1: 34.39445495605469 (33.3919038772583)  --> STEP: 9 | > loss_disc: 2.3232433795928955 (2.3581433826022677) | > loss_disc_real_0: 0.21591684222221375 (0.19009870290756226) | > loss_disc_real_1: 0.19124023616313934 (0.20975279642475975) | > loss_disc_real_2: 0.2075677067041397 (0.20169994069470298) | > loss_disc_real_3: 0.23518456518650055 (0.23228758407963646) | > loss_disc_real_4: 0.25622665882110596 (0.25097624129719204) | > loss_disc_real_5: 0.19896721839904785 (0.22267710500293308) | > loss_0: 2.3232433795928955 (2.3581433826022677) | > loss_gen: 2.630336284637451 (2.607795238494873) | > loss_kl: 2.532440423965454 (3.2526412540011935) | > loss_feat: 8.081714630126953 (6.797244919670953) | > loss_mel: 19.049165725708008 (18.494015799628365) | > loss_duration: 2.1633529663085938 (2.358551952573988) | > loss_1: 34.457008361816406 (33.51024881998698)  --> STEP: 10 | > loss_disc: 2.3626208305358887 (2.3585911273956297) | > loss_disc_real_0: 0.1565537303686142 (0.18674420565366745) | > loss_disc_real_1: 0.2373654693365097 (0.21251406371593476) | > loss_disc_real_2: 0.24935199320316315 (0.20646514594554902) | > loss_disc_real_3: 0.20954500138759613 (0.23001332581043243) | > loss_disc_real_4: 0.248256117105484 (0.25070422887802124) | > loss_disc_real_5: 0.20443372428417206 (0.220852766931057) | > loss_0: 2.3626208305358887 (2.3585911273956297) | > loss_gen: 2.7965691089630127 (2.626672625541687) | > loss_kl: 2.8858554363250732 (3.2159626722335815) | > loss_feat: 7.033768177032471 (6.820897245407105) | > loss_mel: 17.37039566040039 (18.381653785705566) | > loss_duration: 2.3227198123931885 (2.3549687385559084) | > loss_1: 32.40930938720703 (33.40015487670898)  --> STEP: 11 | > loss_disc: 2.4762156009674072 (2.3692842613567007) | > loss_disc_real_0: 0.13387930393218994 (0.1819383054971695) | > loss_disc_real_1: 0.26569175720214844 (0.21734839948740872) | > loss_disc_real_2: 0.244862899184227 (0.20995585078542883) | > loss_disc_real_3: 0.2305159866809845 (0.2300590222532099) | > loss_disc_real_4: 0.2518519163131714 (0.2508085640993985) | > loss_disc_real_5: 0.3315199315547943 (0.23091341826048764) | > loss_0: 2.4762156009674072 (2.3692842613567007) | > loss_gen: 2.551867723464966 (2.6198721798983486) | > loss_kl: 4.372700214385986 (3.3211206306110728) | > loss_feat: 7.34872579574585 (6.868881659074263) | > loss_mel: 16.369354248046875 (18.19871746410023) | > loss_duration: 2.532626152038574 (2.371119412508878) | > loss_1: 33.17527389526367 (33.37971115112305)  --> STEP: 12 | > loss_disc: 2.5264995098114014 (2.382385532061259) | > loss_disc_real_0: 0.20823612809181213 (0.18412979071338972) | > loss_disc_real_1: 0.15993884205818176 (0.2125642697016398) | > loss_disc_real_2: 0.2581214904785156 (0.21396965409318605) | > loss_disc_real_3: 0.307273268699646 (0.2364935427904129) | > loss_disc_real_4: 0.28790074586868286 (0.25389957924683887) | > loss_disc_real_5: 0.28448498249053955 (0.23537771527965864) | > loss_0: 2.5264995098114014 (2.382385532061259) | > loss_gen: 2.5170702934265137 (2.611305356025696) | > loss_kl: 2.205439329147339 (3.2281471888224282) | > loss_feat: 6.792382717132568 (6.862506747245789) | > loss_mel: 17.32553482055664 (18.12595224380493) | > loss_duration: 2.3466529846191406 (2.3690805435180664) | > loss_1: 31.18708038330078 (33.19699192047119)  --> STEP: 13 | > loss_disc: 2.3761961460113525 (2.381909425442035) | > loss_disc_real_0: 0.18611951172351837 (0.1842828461757073) | > loss_disc_real_1: 0.2385019063949585 (0.2145594725242028) | > loss_disc_real_2: 0.266534686088562 (0.21801311809283036) | > loss_disc_real_3: 0.20157982409000397 (0.23380787212115067) | > loss_disc_real_4: 0.23119258880615234 (0.2521528876744784) | > loss_disc_real_5: 0.20097553730010986 (0.23273139389661643) | > loss_0: 2.3761961460113525 (2.381909425442035) | > loss_gen: 2.7208504676818848 (2.619731903076172) | > loss_kl: 3.224029302597046 (3.2278304283435526) | > loss_feat: 6.1127777099609375 (6.804835282839262) | > loss_mel: 15.613638877868652 (17.93269736950214) | > loss_duration: 2.2488322257995605 (2.359830672924335) | > loss_1: 29.920129776000977 (32.94492560166579)  --> STEP: 14 | > loss_disc: 2.223407745361328 (2.370587876864842) | > loss_disc_real_0: 0.11478739976882935 (0.17931888571807317) | > loss_disc_real_1: 0.14483751356601715 (0.2095793325986181) | > loss_disc_real_2: 0.15891899168491364 (0.21379210906369345) | > loss_disc_real_3: 0.2398584485054016 (0.23424005614859716) | > loss_disc_real_4: 0.2476266324520111 (0.25182958373001646) | > loss_disc_real_5: 0.2592473328113556 (0.2346253895333835) | > loss_0: 2.223407745361328 (2.370587876864842) | > loss_gen: 2.492072343826294 (2.610613363129752) | > loss_kl: 3.225518226623535 (3.227665271077837) | > loss_feat: 6.448757171630859 (6.779401132038662) | > loss_mel: 18.51970100402832 (17.974626200539724) | > loss_duration: 2.3857784271240234 (2.3616840839385986) | > loss_1: 33.07183074951172 (32.953990255083355)  --> STEP: 15 | > loss_disc: 2.6774742603302 (2.391046969095866) | > loss_disc_real_0: 0.2911469340324402 (0.18677408893903097) | > loss_disc_real_1: 0.2688561975955963 (0.21353112359841664) | > loss_disc_real_2: 0.1951199620962143 (0.21254729926586152) | > loss_disc_real_3: 0.20798105001449585 (0.2324894557396571) | > loss_disc_real_4: 0.2148379385471344 (0.24936347405115766) | > loss_disc_real_5: 0.22987961769104004 (0.23430900474389393) | > loss_0: 2.6774742603302 (2.391046969095866) | > loss_gen: 2.5857033729553223 (2.608952697118123) | > loss_kl: 3.436776638031006 (3.241606028874715) | > loss_feat: 8.702132225036621 (6.907583204905192) | > loss_mel: 17.826915740966797 (17.964778836568197) | > loss_duration: 2.399946689605713 (2.3642349243164062) | > loss_1: 34.95147705078125 (33.08715604146322)  --> STEP: 16 | > loss_disc: 2.6666505336761475 (2.4082721918821335) | > loss_disc_real_0: 0.32529523968696594 (0.1954316608607769) | > loss_disc_real_1: 0.26639875769615173 (0.2168353507295251) | > loss_disc_real_2: 0.21029499173164368 (0.2124065300449729) | > loss_disc_real_3: 0.24040977656841278 (0.23298447579145432) | > loss_disc_real_4: 0.2308693379163742 (0.2482075905427337) | > loss_disc_real_5: 0.27926236391067505 (0.23711858969181776) | > loss_0: 2.6666505336761475 (2.4082721918821335) | > loss_gen: 2.6275343894958496 (2.6101140528917313) | > loss_kl: 3.3424925804138184 (3.247911438345909) | > loss_feat: 5.583219051361084 (6.824810445308685) | > loss_mel: 15.149747848510742 (17.788839399814606) | > loss_duration: 2.404557704925537 (2.366755098104477) | > loss_1: 29.10755157470703 (32.838430762290955)  --> STEP: 17 | > loss_disc: 2.6030595302581787 (2.419730270610136) | > loss_disc_real_0: 0.274979829788208 (0.20011096491533167) | > loss_disc_real_1: 0.26571905612945557 (0.21971086281187394) | > loss_disc_real_2: 0.2538759410381317 (0.21484590716221752) | > loss_disc_real_3: 0.24889595806598663 (0.23392044533701503) | > loss_disc_real_4: 0.25880447030067444 (0.24883093641084783) | > loss_disc_real_5: 0.2296329140663147 (0.23667825583149404) | > loss_0: 2.6030595302581787 (2.419730270610136) | > loss_gen: 2.568506956100464 (2.607666576609892) | > loss_kl: 1.9609999656677246 (3.1722107634824863) | > loss_feat: 4.901543140411377 (6.711677074432373) | > loss_mel: 16.10735511779785 (17.68992855969597) | > loss_duration: 2.4167683124542236 (2.369697051889756) | > loss_1: 27.95517349243164 (32.55118033465217)  --> STEP: 18 | > loss_disc: 2.645627021789551 (2.432280090120104) | > loss_disc_real_0: 0.29011309146881104 (0.20511108305719164) | > loss_disc_real_1: 0.2060350477695465 (0.21895109530952242) | > loss_disc_real_2: 0.2706200182437897 (0.21794446888897154) | > loss_disc_real_3: 0.2935251295566559 (0.23723181668255064) | > loss_disc_real_4: 0.27672871947288513 (0.2503808132476277) | > loss_disc_real_5: 0.24560335278511047 (0.2371740945511394) | > loss_0: 2.645627021789551 (2.432280090120104) | > loss_gen: 2.582038402557373 (2.60624278916253) | > loss_kl: 3.2067394256591797 (3.174129022492303) | > loss_feat: 6.55752420425415 (6.703113026089138) | > loss_mel: 16.971118927001953 (17.64999469121297) | > loss_duration: 2.2326529026031494 (2.3620834880405) | > loss_1: 31.550073623657227 (32.49556329515245)  --> STEP: 19 | > loss_disc: 2.657578706741333 (2.4441379120475366) | > loss_disc_real_0: 0.34195539355278015 (0.2123134151885384) | > loss_disc_real_1: 0.24105022847652435 (0.22011420758146988) | > loss_disc_real_2: 0.23474153876304626 (0.21882852519813337) | > loss_disc_real_3: 0.2598802149295807 (0.23842383764292063) | > loss_disc_real_4: 0.2676308751106262 (0.2512887112404171) | > loss_disc_real_5: 0.2981101870536804 (0.24038125731443105) | > loss_0: 2.657578706741333 (2.4441379120475366) | > loss_gen: 2.8887922763824463 (2.621113814805683) | > loss_kl: 2.543851137161255 (3.140956502211721) | > loss_feat: 6.099773406982422 (6.671358309294048) | > loss_mel: 18.561325073242188 (17.69795944816188) | > loss_duration: 2.3908448219299316 (2.3635972424557337) | > loss_1: 32.48458480834961 (32.494985480057565)  --> STEP: 20 | > loss_disc: 2.258535385131836 (2.4348577857017517) | > loss_disc_real_0: 0.19317029416561127 (0.21135625913739203) | > loss_disc_real_1: 0.2511187195777893 (0.22166443318128587) | > loss_disc_real_2: 0.19936354458332062 (0.21785527616739273) | > loss_disc_real_3: 0.21261778473854065 (0.23713353499770165) | > loss_disc_real_4: 0.23110085725784302 (0.2502793185412884) | > loss_disc_real_5: 0.22905661165714264 (0.23981502503156663) | > loss_0: 2.258535385131836 (2.4348577857017517) | > loss_gen: 3.0171189308166504 (2.6409140706062315) | > loss_kl: 2.4350461959838867 (3.1056609869003298) | > loss_feat: 6.358176231384277 (6.65569920539856) | > loss_mel: 17.660778045654297 (17.696100378036498) | > loss_duration: 2.2979049682617188 (2.360312628746033) | > loss_1: 31.769023895263672 (32.45868740081787)  --> STEP: 21 | > loss_disc: 2.5404157638549805 (2.4398843560900008) | > loss_disc_real_0: 0.26298093795776367 (0.21381457717645735) | > loss_disc_real_1: 0.24185128509998322 (0.22262571184408098) | > loss_disc_real_2: 0.3257521986961365 (0.22299322485923767) | > loss_disc_real_3: 0.2951451539993286 (0.23989599304539816) | > loss_disc_real_4: 0.28132033348083496 (0.25175746210983824) | > loss_disc_real_5: 0.27714771032333374 (0.2415927719502222) | > loss_0: 2.5404157638549805 (2.4398843560900008) | > loss_gen: 2.860569953918457 (2.6513738745734807) | > loss_kl: 3.1420297622680664 (3.1073928333464123) | > loss_feat: 6.098862171173096 (6.629183156149728) | > loss_mel: 14.687775611877441 (17.55284681774321) | > loss_duration: 2.156642436981201 (2.350614048185803) | > loss_1: 28.945880889892578 (32.29141090029762)  --> STEP: 22 | > loss_disc: 2.613377571105957 (2.4477704113179986) | > loss_disc_real_0: 0.20660586655139923 (0.21348690851168198) | > loss_disc_real_1: 0.24647384881973267 (0.22370971807024695) | > loss_disc_real_2: 0.2282254844903946 (0.22323105484247208) | > loss_disc_real_3: 0.23903411626815796 (0.23985681682825089) | > loss_disc_real_4: 0.30053475499153137 (0.25397461178627884) | > loss_disc_real_5: 0.3573794364929199 (0.24685580215670846) | > loss_0: 2.613377571105957 (2.4477704113179986) | > loss_gen: 2.6159749031066895 (2.6497648304158994) | > loss_kl: 2.2987425327301025 (3.0706360015002163) | > loss_feat: 6.263107776641846 (6.612543366172097) | > loss_mel: 15.618244171142578 (17.464910333806817) | > loss_duration: 2.192887306213379 (2.34344465082342) | > loss_1: 28.988956451416016 (32.14129933443937)  --> STEP: 23 | > loss_disc: 2.5823893547058105 (2.453623408856599) | > loss_disc_real_0: 0.24424327909946442 (0.21482414201549863) | > loss_disc_real_1: 0.2825756072998047 (0.2262691045584886) | > loss_disc_real_2: 0.25766950845718384 (0.22472837891267694) | > loss_disc_real_3: 0.21391531825065613 (0.23872892558574677) | > loss_disc_real_4: 0.2155761569738388 (0.2523051137509554) | > loss_disc_real_5: 0.23786383867263794 (0.24646484722261844) | > loss_0: 2.5823893547058105 (2.453623408856599) | > loss_gen: 2.390044927597046 (2.638472660728123) | > loss_kl: 2.5360658168792725 (3.0473938195601753) | > loss_feat: 4.831223964691162 (6.535094696542491) | > loss_mel: 16.169591903686523 (17.40859214119289) | > loss_duration: 2.250305414199829 (2.339395118796307) | > loss_1: 28.177230834960938 (31.968948530114215)  --> STEP: 24 | > loss_disc: 2.4569358825683594 (2.4537614285945892) | > loss_disc_real_0: 0.26670458912849426 (0.21698582731187344) | > loss_disc_real_1: 0.21767663955688477 (0.22591108518342176) | > loss_disc_real_2: 0.2108895182609558 (0.22415175971885523) | > loss_disc_real_3: 0.2631147503852844 (0.23974500161906084) | > loss_disc_real_4: 0.2768253684043884 (0.25332679102818173) | > loss_disc_real_5: 0.2900955080986023 (0.24828279142578444) | > loss_0: 2.4569358825683594 (2.4537614285945892) | > loss_gen: 2.7609102725982666 (2.643574227889379) | > loss_kl: 2.684974193572998 (3.0322930018107095) | > loss_feat: 5.6299214363098145 (6.497379144032796) | > loss_mel: 16.686847686767578 (17.378519455591835) | > loss_duration: 2.472111940383911 (2.3449249863624573) | > loss_1: 30.234766006469727 (31.89669092496236)  --> STEP: 25 | > loss_disc: 2.362557888031006 (2.450113286972046) | > loss_disc_real_0: 0.16612690687179565 (0.21495147049427032) | > loss_disc_real_1: 0.1737661212682724 (0.2238252866268158) | > loss_disc_real_2: 0.2059243619441986 (0.22342266380786896) | > loss_disc_real_3: 0.2049780786037445 (0.2383543246984482) | > loss_disc_real_4: 0.2391740381717682 (0.2527606809139252) | > loss_disc_real_5: 0.31264814734458923 (0.2508574056625366) | > loss_0: 2.362557888031006 (2.450113286972046) | > loss_gen: 2.4880282878875732 (2.6373523902893066) | > loss_kl: 2.874296188354492 (3.0259731292724608) | > loss_feat: 6.16869592666626 (6.484231815338135) | > loss_mel: 15.539384841918945 (17.304954071044918) | > loss_duration: 2.443765878677368 (2.3488786220550537) | > loss_1: 29.514169692993164 (31.801390075683592)  --> STEP: 26 | > loss_disc: 2.578458309173584 (2.455049633979798) | > loss_disc_real_0: 0.16727466881275177 (0.21311774735267347) | > loss_disc_real_1: 0.23296955227851868 (0.22417698915188128) | > loss_disc_real_2: 0.21841172873973846 (0.22322993553601778) | > loss_disc_real_3: 0.19990824162960052 (0.23687562919580019) | > loss_disc_real_4: 0.1785464584827423 (0.24990628774349505) | > loss_disc_real_5: 0.25111451745033264 (0.2508672945774518) | > loss_0: 2.578458309173584 (2.455049633979798) | > loss_gen: 2.2629799842834473 (2.6229534515967736) | > loss_kl: 2.526939868927002 (3.0067795423360972) | > loss_feat: 9.78912353515625 (6.6113430353311395) | > loss_mel: 19.53978729248047 (17.390909194946286) | > loss_duration: 2.340296745300293 (2.348548549872178) | > loss_1: 36.459129333496094 (31.980533893291767) --> EVAL PERFORMANCE | > avg_loader_time: 0.002426761847275954 (-4.464846390944254e-05) | > avg_loss_disc: 2.455049633979798 (+0.008607946909391817) | > avg_loss_disc_real_0: 0.21311774735267347 (+0.07401229785038876) | > avg_loss_disc_real_1: 0.22417698915188128 (+0.04878150356503633) | > avg_loss_disc_real_2: 0.22322993553601778 (+0.0005404768654933279) | > avg_loss_disc_real_3: 0.23687562919580019 (+0.0024339315982965237) | > avg_loss_disc_real_4: 0.24990628774349505 (+0.036870813140502334) | > avg_loss_disc_real_5: 0.2508672945774518 (+0.03679628269030494) | > avg_loss_0: 2.455049633979798 (+0.008607946909391817) | > avg_loss_gen: 2.6229534515967736 (+0.3836617928284869) | > avg_loss_kl: 3.0067795423360972 (-0.022060421796945118) | > avg_loss_feat: 6.6113430353311395 (-0.28202616251431945) | > avg_loss_mel: 17.390909194946286 (+0.23969474205603802) | > avg_loss_duration: 2.348548549872178 (+0.009169798630934256) | > avg_loss_1: 31.980533893291767 (+0.3284398592435416)  > EPOCH: 797/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:29:51)   --> TIME: 2024-06-12 02:29:57 -- STEP: 14/330 -- GLOBAL_STEP: 351025 | > loss_disc: 2.310727834701538 (2.2891413484300887) | > loss_disc_real_0: 0.11382883042097092 (0.09849126796637263) | > loss_disc_real_1: 0.19464553892612457 (0.18863220725740706) | > loss_disc_real_2: 0.18544310331344604 (0.20411648069109237) | > loss_disc_real_3: 0.2508338689804077 (0.21918859971421106) | > loss_disc_real_4: 0.2247985154390335 (0.2216913572379521) | > loss_disc_real_5: 0.2102847695350647 (0.2240446007677487) | > loss_0: 2.310727834701538 (2.2891413484300887) | > grad_norm_0: tensor(8.0687, device='cuda:0') (tensor(6.6466, device='cuda:0')) | > loss_gen: 2.505311965942383 (2.5020756891795566) | > loss_kl: 1.8784112930297852 (1.903473164354052) | > loss_feat: 7.0912275314331055 (6.98360184260777) | > loss_mel: 16.964641571044922 (17.302948406764436) | > loss_duration: 1.9987537860870361 (2.0602212718554904) | > loss_1: 30.43834686279297 (30.752320425851003) | > grad_norm_1: tensor(79.2721, device='cuda:0') (tensor(73.3828, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.3566 (0.3667407887322562) | > loader_time: 0.0031 (0.003337212971278599)  --> TIME: 2024-06-12 02:30:07 -- STEP: 39/330 -- GLOBAL_STEP: 351050 | > loss_disc: 2.2871017456054688 (2.3439270655314126) | > loss_disc_real_0: 0.09855111688375473 (0.10481612460735516) | > loss_disc_real_1: 0.16571012139320374 (0.19340825501160744) | > loss_disc_real_2: 0.20104797184467316 (0.20817639124699133) | > loss_disc_real_3: 0.1884218156337738 (0.22880682005332068) | > loss_disc_real_4: 0.2000862956047058 (0.23046822807727715) | > loss_disc_real_5: 0.18565350770950317 (0.22303304954981193) | > loss_0: 2.2871017456054688 (2.3439270655314126) | > grad_norm_0: tensor(4.8374, device='cuda:0') (tensor(7.8784, device='cuda:0')) | > loss_gen: 2.474278450012207 (2.4872121260716367) | > loss_kl: 1.932140588760376 (1.9429950775244298) | > loss_feat: 7.928060531616211 (7.071815551855625) | > loss_mel: 17.63173484802246 (17.262856703538162) | > loss_duration: 1.9952630996704102 (2.001752339876615) | > loss_1: 31.961475372314453 (30.766631786639874) | > grad_norm_1: tensor(62.5761, device='cuda:0') (tensor(77.2264, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.3552 (0.3626548999395126) | > loader_time: 0.0034 (0.003333152868808844)  --> TIME: 2024-06-12 02:30:16 -- STEP: 64/330 -- GLOBAL_STEP: 351075 | > loss_disc: 2.260718584060669 (2.336450539529324) | > loss_disc_real_0: 0.09043333679437637 (0.10381542216055095) | > loss_disc_real_1: 0.1623014211654663 (0.19356469670310616) | > loss_disc_real_2: 0.2307993620634079 (0.20644791144877675) | > loss_disc_real_3: 0.2573185861110687 (0.22849316336214542) | > loss_disc_real_4: 0.23870603740215302 (0.23214673739857972) | > loss_disc_real_5: 0.22915920615196228 (0.22403102414682508) | > loss_0: 2.260718584060669 (2.336450539529324) | > grad_norm_0: tensor(4.2713, device='cuda:0') (tensor(8.5967, device='cuda:0')) | > loss_gen: 2.544247627258301 (2.4882175363600254) | > loss_kl: 1.952717900276184 (1.9496437795460224) | > loss_feat: 7.838352203369141 (7.040097929537296) | > loss_mel: 18.0152645111084 (17.269278734922416) | > loss_duration: 1.984412670135498 (1.9891935344785452) | > loss_1: 32.33499526977539 (30.73643159866333) | > grad_norm_1: tensor(81.8089, device='cuda:0') (tensor(80.9235, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.375 (0.36504837870597845) | > loader_time: 0.0037 (0.0035055018961429596)  --> TIME: 2024-06-12 02:30:26 -- STEP: 89/330 -- GLOBAL_STEP: 351100 | > loss_disc: 2.316129684448242 (2.345006080155962) | > loss_disc_real_0: 0.10118668526411057 (0.10587063975883333) | > loss_disc_real_1: 0.20568279922008514 (0.19385791109519057) | > loss_disc_real_2: 0.19745023548603058 (0.2082830258969511) | > loss_disc_real_3: 0.22183063626289368 (0.22907650470733643) | > loss_disc_real_4: 0.228872612118721 (0.23334093793724361) | > loss_disc_real_5: 0.2223331779241562 (0.22460678588138538) | > loss_0: 2.316129684448242 (2.345006080155962) | > grad_norm_0: tensor(10.7383, device='cuda:0') (tensor(8.4720, device='cuda:0')) | > loss_gen: 2.382721424102783 (2.478978309738501) | > loss_kl: 1.8740158081054688 (1.9564488563644753) | > loss_feat: 6.704766273498535 (6.970513456323173) | > loss_mel: 16.711185455322266 (17.23804776052411) | > loss_duration: 2.005300998687744 (1.9851112419299866) | > loss_1: 29.677988052368164 (30.629099620861954) | > grad_norm_1: tensor(87.7517, device='cuda:0') (tensor(80.5119, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.3909 (0.3720448097486175) | > loader_time: 0.0046 (0.0036041066887673367)  --> TIME: 2024-06-12 02:30:35 -- STEP: 114/330 -- GLOBAL_STEP: 351125 | > loss_disc: 2.3401496410369873 (2.3569060815008074) | > loss_disc_real_0: 0.0872759148478508 (0.10812572350627497) | > loss_disc_real_1: 0.20203399658203125 (0.193900402439268) | > loss_disc_real_2: 0.19245178997516632 (0.20934899634959409) | > loss_disc_real_3: 0.21039116382598877 (0.22954534020340234) | > loss_disc_real_4: 0.22562745213508606 (0.2335030931914062) | > loss_disc_real_5: 0.2229539453983307 (0.225059088384896) | > loss_0: 2.3401496410369873 (2.3569060815008074) | > grad_norm_0: tensor(9.0189, device='cuda:0') (tensor(8.3515, device='cuda:0')) | > loss_gen: 2.414604425430298 (2.464286760280007) | > loss_kl: 1.9672653675079346 (1.9620688160260518) | > loss_feat: 6.6488423347473145 (6.948403174417061) | > loss_mel: 17.66162109375 (17.24931514472293) | > loss_duration: 2.0111746788024902 (1.9871170688093753) | > loss_1: 30.703508377075195 (30.61119087955408) | > grad_norm_1: tensor(70.3768, device='cuda:0') (tensor(77.7971, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.3771 (0.37236492048230085) | > loader_time: 0.0037 (0.003674011481435675)  --> TIME: 2024-06-12 02:30:45 -- STEP: 139/330 -- GLOBAL_STEP: 351150 | > loss_disc: 2.44478702545166 (2.3617639438711486) | > loss_disc_real_0: 0.14886967837810516 (0.1100978155037482) | > loss_disc_real_1: 0.2029511034488678 (0.19376999043303425) | > loss_disc_real_2: 0.22411859035491943 (0.21095832657042168) | > loss_disc_real_3: 0.2067350447177887 (0.22934963044931564) | > loss_disc_real_4: 0.23352378606796265 (0.23333268575102306) | > loss_disc_real_5: 0.21976488828659058 (0.2249482629968108) | > loss_0: 2.44478702545166 (2.3617639438711486) | > grad_norm_0: tensor(8.4958, device='cuda:0') (tensor(8.5286, device='cuda:0')) | > loss_gen: 2.3525166511535645 (2.463618362550255) | > loss_kl: 2.125063180923462 (1.9680703115120208) | > loss_feat: 6.652973175048828 (6.926020690863081) | > loss_mel: 16.149744033813477 (17.24379779623568) | > loss_duration: 2.0663743019104004 (1.9933615502693671) | > loss_1: 29.346670150756836 (30.594868680556043) | > grad_norm_1: tensor(103.6885, device='cuda:0') (tensor(80.2196, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.3638 (0.3736151534018757) | > loader_time: 0.004 (0.0037621131046212835)  --> TIME: 2024-06-12 02:30:55 -- STEP: 164/330 -- GLOBAL_STEP: 351175 | > loss_disc: 2.431114673614502 (2.366291559324033) | > loss_disc_real_0: 0.14963707327842712 (0.11163946204796067) | > loss_disc_real_1: 0.2364708036184311 (0.19499341434821846) | > loss_disc_real_2: 0.22030238807201385 (0.21043704977122749) | > loss_disc_real_3: 0.20291459560394287 (0.22987037624527767) | > loss_disc_real_4: 0.2221914827823639 (0.23393257589238445) | > loss_disc_real_5: 0.22647547721862793 (0.22516843022369756) | > loss_0: 2.431114673614502 (2.366291559324033) | > grad_norm_0: tensor(8.0660, device='cuda:0') (tensor(8.7370, device='cuda:0')) | > loss_gen: 2.531611919403076 (2.460215737180013) | > loss_kl: 1.9373440742492676 (1.9736560633996638) | > loss_feat: 7.267251968383789 (6.908816288157207) | > loss_mel: 17.725547790527344 (17.254319458473034) | > loss_duration: 2.0625200271606445 (1.9975293911084897) | > loss_1: 31.524276733398438 (30.594536851092084) | > grad_norm_1: tensor(58.6362, device='cuda:0') (tensor(88.0477, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.3862 (0.37546872365765455) | > loader_time: 0.0044 (0.003877053900462825)  --> TIME: 2024-06-12 02:31:05 -- STEP: 189/330 -- GLOBAL_STEP: 351200 | > loss_disc: 2.299250841140747 (2.3692858067769853) | > loss_disc_real_0: 0.10742318630218506 (0.11355402139286513) | > loss_disc_real_1: 0.14212587475776672 (0.19578552963557064) | > loss_disc_real_2: 0.1793258935213089 (0.21050895277469878) | > loss_disc_real_3: 0.23859918117523193 (0.22982711987520651) | > loss_disc_real_4: 0.20063474774360657 (0.23380444407778442) | > loss_disc_real_5: 0.20613788068294525 (0.22481245212454012) | > loss_0: 2.299250841140747 (2.3692858067769853) | > grad_norm_0: tensor(17.5131, device='cuda:0') (tensor(9.5564, device='cuda:0')) | > loss_gen: 2.4760799407958984 (2.4585782093976554) | > loss_kl: 2.019056797027588 (1.9816836200693928) | > loss_feat: 7.019798755645752 (6.91319232012229) | > loss_mel: 17.009286880493164 (17.20520528157552) | > loss_duration: 2.0793237686157227 (2.0055280885999163) | > loss_1: 30.603546142578125 (30.564187438399703) | > grad_norm_1: tensor(251.6820, device='cuda:0') (tensor(104.3855, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.4182 (0.3772457781292145) | > loader_time: 0.0046 (0.003994473704585325)  --> TIME: 2024-06-12 02:31:15 -- STEP: 214/330 -- GLOBAL_STEP: 351225 | > loss_disc: 2.447373151779175 (2.373011844180455) | > loss_disc_real_0: 0.10517427325248718 (0.11498621767647911) | > loss_disc_real_1: 0.21790699660778046 (0.19648478208022693) | > loss_disc_real_2: 0.2233096957206726 (0.2118626676290949) | > loss_disc_real_3: 0.25061988830566406 (0.2302552284759896) | > loss_disc_real_4: 0.2525438070297241 (0.23375675938675336) | > loss_disc_real_5: 0.23149827122688293 (0.22454940012403737) | > loss_0: 2.447373151779175 (2.373011844180455) | > grad_norm_0: tensor(39.6420, device='cuda:0') (tensor(11.9744, device='cuda:0')) | > loss_gen: 2.406444549560547 (2.4612949050475503) | > loss_kl: 1.9807612895965576 (1.9843154248790207) | > loss_feat: 5.686740875244141 (6.916040834979476) | > loss_mel: 16.05009651184082 (17.18480172558366) | > loss_duration: 2.1208291053771973 (2.013792435142481) | > loss_1: 28.244871139526367 (30.56024523761785) | > grad_norm_1: tensor(396.8242, device='cuda:0') (tensor(134.0827, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.4037 (0.37988544513131983) | > loader_time: 0.0055 (0.004122143593904018)  --> TIME: 2024-06-12 02:31:26 -- STEP: 239/330 -- GLOBAL_STEP: 351250 | > loss_disc: 2.252439022064209 (2.3702600640731877) | > loss_disc_real_0: 0.10399655997753143 (0.11575824374559034) | > loss_disc_real_1: 0.2015226036310196 (0.19624104578375315) | > loss_disc_real_2: 0.22877395153045654 (0.21118837613690347) | > loss_disc_real_3: 0.24643199145793915 (0.23005075297595068) | > loss_disc_real_4: 0.22692909836769104 (0.23334404077988788) | > loss_disc_real_5: 0.204373300075531 (0.22334468227550075) | > loss_0: 2.252439022064209 (2.3702600640731877) | > grad_norm_0: tensor(22.0551, device='cuda:0') (tensor(14.2880, device='cuda:0')) | > loss_gen: 2.7713510990142822 (2.4709004797197287) | > loss_kl: 1.8416026830673218 (1.9893445933713074) | > loss_feat: 7.155047416687012 (6.9397052461632125) | > loss_mel: 16.903778076171875 (17.158532789062765) | > loss_duration: 2.076969623565674 (2.022733649948153) | > loss_1: 30.748748779296875 (30.581216708386794) | > grad_norm_1: tensor(284.5270, device='cuda:0') (tensor(161.9840, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.4259 (0.38348370516150576) | > loader_time: 0.0056 (0.004239948224821851)  --> TIME: 2024-06-12 02:31:37 -- STEP: 264/330 -- GLOBAL_STEP: 351275 | > loss_disc: 2.3825156688690186 (2.3723005137660285) | > loss_disc_real_0: 0.13293784856796265 (0.11760631835821901) | > loss_disc_real_1: 0.16672740876674652 (0.19621496303289224) | > loss_disc_real_2: 0.204936221241951 (0.2111505066242182) | > loss_disc_real_3: 0.22994621098041534 (0.230285267148054) | > loss_disc_real_4: 0.2508176863193512 (0.23364385273872) | > loss_disc_real_5: 0.22088868916034698 (0.2235754978363261) | > loss_0: 2.3825156688690186 (2.3723005137660285) | > grad_norm_0: tensor(39.8379, device='cuda:0') (tensor(15.4968, device='cuda:0')) | > loss_gen: 2.466055393218994 (2.471105021057707) | > loss_kl: 2.072843074798584 (1.9965268657966093) | > loss_feat: 6.840298652648926 (6.9582616704883) | > loss_mel: 16.74541664123535 (17.130805951176274) | > loss_duration: 2.1540424823760986 (2.03117782012983) | > loss_1: 30.278656005859375 (30.58787727355957) | > grad_norm_1: tensor(523.4525, device='cuda:0') (tensor(177.6635, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.4281 (0.3879026707374689) | > loader_time: 0.0059 (0.004383703975966484)  --> TIME: 2024-06-12 02:31:48 -- STEP: 289/330 -- GLOBAL_STEP: 351300 | > loss_disc: 2.442246437072754 (2.375772017508642) | > loss_disc_real_0: 0.15839681029319763 (0.11901588093450738) | > loss_disc_real_1: 0.20535431802272797 (0.19672303953591513) | > loss_disc_real_2: 0.18937915563583374 (0.21197717572372266) | > loss_disc_real_3: 0.2422294020652771 (0.23019253150608301) | > loss_disc_real_4: 0.2692640423774719 (0.23354181265748497) | > loss_disc_real_5: 0.2835722267627716 (0.2232793169966206) | > loss_0: 2.442246437072754 (2.375772017508642) | > grad_norm_0: tensor(29.2981, device='cuda:0') (tensor(16.2410, device='cuda:0')) | > loss_gen: 2.5922229290008545 (2.466626311668475) | > loss_kl: 2.0458478927612305 (1.9998528763497165) | > loss_feat: 6.3095855712890625 (6.947863628295054) | > loss_mel: 15.735618591308594 (17.081568988549257) | > loss_duration: 2.179497003555298 (2.0412398972725807) | > loss_1: 28.86277198791504 (30.53715167326086) | > grad_norm_1: tensor(430.3635, device='cuda:0') (tensor(190.2865, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.4693 (0.393129602023062) | > loader_time: 0.0063 (0.0045418483575735144)  --> TIME: 2024-06-12 02:32:01 -- STEP: 314/330 -- GLOBAL_STEP: 351325 | > loss_disc: 2.469259023666382 (2.3793225090974452) | > loss_disc_real_0: 0.1508474349975586 (0.11999510698447562) | > loss_disc_real_1: 0.2405441552400589 (0.19737267532166397) | > loss_disc_real_2: 0.19130009412765503 (0.21210801881399882) | > loss_disc_real_3: 0.26534828543663025 (0.23037666400336915) | > loss_disc_real_4: 0.2185463011264801 (0.2335524165136799) | > loss_disc_real_5: 0.22284850478172302 (0.2233630542162877) | > loss_0: 2.469259023666382 (2.3793225090974452) | > grad_norm_0: tensor(40.7945, device='cuda:0') (tensor(16.9883, device='cuda:0')) | > loss_gen: 2.352267026901245 (2.460618739674805) | > loss_kl: 1.933529019355774 (2.0050034131973415) | > loss_feat: 6.861819744110107 (6.943109093198354) | > loss_mel: 16.381683349609375 (17.03345459130159) | > loss_duration: 2.2529380321502686 (2.0545334690695367) | > loss_1: 29.782236099243164 (30.49671927531054) | > grad_norm_1: tensor(365.1715, device='cuda:0') (tensor(200.2769, device='cuda:0')) | > current_lr_0: 0.0001810342318209928 | > current_lr_1: 0.0001810342318209928 | > step_time: 0.5288 (0.40103373254180713) | > loader_time: 0.0072 (0.0047461720788554785)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2407591342926025 (2.2407591342926025) | > loss_disc_real_0: 0.16853465139865875 (0.16853465139865875) | > loss_disc_real_1: 0.20998996496200562 (0.20998996496200562) | > loss_disc_real_2: 0.2032657414674759 (0.2032657414674759) | > loss_disc_real_3: 0.2568443715572357 (0.2568443715572357) | > loss_disc_real_4: 0.19684463739395142 (0.19684463739395142) | > loss_disc_real_5: 0.14625276625156403 (0.14625276625156403) | > loss_0: 2.2407591342926025 (2.2407591342926025) | > loss_gen: 2.775803327560425 (2.775803327560425) | > loss_kl: 2.403423547744751 (2.403423547744751) | > loss_feat: 7.768223762512207 (7.768223762512207) | > loss_mel: 17.269363403320312 (17.269363403320312) | > loss_duration: 3.004031181335449 (3.004031181335449) | > loss_1: 33.22084426879883 (33.22084426879883)  --> STEP: 1 | > loss_disc: 2.384021043777466 (2.384021043777466) | > loss_disc_real_0: 0.10742314159870148 (0.10742314159870148) | > loss_disc_real_1: 0.16201767325401306 (0.16201767325401306) | > loss_disc_real_2: 0.20561844110488892 (0.20561844110488892) | > loss_disc_real_3: 0.3042581081390381 (0.3042581081390381) | > loss_disc_real_4: 0.28842419385910034 (0.28842419385910034) | > loss_disc_real_5: 0.20505011081695557 (0.20505011081695557) | > loss_0: 2.384021043777466 (2.384021043777466) | > loss_gen: 2.266185760498047 (2.266185760498047) | > loss_kl: 2.5910236835479736 (2.5910236835479736) | > loss_feat: 4.3934712409973145 (4.3934712409973145) | > loss_mel: 17.056480407714844 (17.056480407714844) | > loss_duration: 2.4383533000946045 (2.4383533000946045) | > loss_1: 28.745513916015625 (28.745513916015625)  --> STEP: 2 | > loss_disc: 2.4447884559631348 (2.4144047498703003) | > loss_disc_real_0: 0.0946982204914093 (0.10106068104505539) | > loss_disc_real_1: 0.19809046387672424 (0.18005406856536865) | > loss_disc_real_2: 0.29159069061279297 (0.24860456585884094) | > loss_disc_real_3: 0.31798702478408813 (0.3111225664615631) | > loss_disc_real_4: 0.257723331451416 (0.2730737626552582) | > loss_disc_real_5: 0.28411293029785156 (0.24458152055740356) | > loss_0: 2.4447884559631348 (2.4144047498703003) | > loss_gen: 2.730727434158325 (2.498456597328186) | > loss_kl: 2.780939817428589 (2.6859817504882812) | > loss_feat: 6.072901725769043 (5.233186483383179) | > loss_mel: 17.97983741760254 (17.51815891265869) | > loss_duration: 2.4994215965270996 (2.468887448310852) | > loss_1: 32.06382751464844 (30.40467071533203)  --> STEP: 3 | > loss_disc: 2.168649196624756 (2.3324862321217856) | > loss_disc_real_0: 0.09927409887313843 (0.1004651536544164) | > loss_disc_real_1: 0.17474736273288727 (0.1782851666212082) | > loss_disc_real_2: 0.12706877291202545 (0.20809263487656912) | > loss_disc_real_3: 0.21846072375774384 (0.28023528556029004) | > loss_disc_real_4: 0.1929132640361786 (0.24635359644889832) | > loss_disc_real_5: 0.20877304673194885 (0.23264536261558533) | > loss_0: 2.168649196624756 (2.3324862321217856) | > loss_gen: 2.364983320236206 (2.453965504964193) | > loss_kl: 3.1451125144958496 (2.839025338490804) | > loss_feat: 7.355693817138672 (5.940688927968343) | > loss_mel: 16.809337615966797 (17.281885147094727) | > loss_duration: 2.3845181465148926 (2.4407643477121987) | > loss_1: 32.05964660644531 (30.956329345703125)  --> STEP: 4 | > loss_disc: 2.5317978858947754 (2.382314145565033) | > loss_disc_real_0: 0.1303815245628357 (0.10794424638152122) | > loss_disc_real_1: 0.17351336777210236 (0.17709221690893173) | > loss_disc_real_2: 0.2062864899635315 (0.2076410986483097) | > loss_disc_real_3: 0.31640625 (0.2892780266702175) | > loss_disc_real_4: 0.21847668290138245 (0.23938436806201935) | > loss_disc_real_5: 0.24217475950717926 (0.2350277118384838) | > loss_0: 2.5317978858947754 (2.382314145565033) | > loss_gen: 2.256342649459839 (2.4045597910881042) | > loss_kl: 3.876753091812134 (3.0984572768211365) | > loss_feat: 5.98369836807251 (5.951441287994385) | > loss_mel: 18.670249938964844 (17.628976345062256) | > loss_duration: 2.395838737487793 (2.4295329451560974) | > loss_1: 33.18288040161133 (31.512967109680176)  --> STEP: 5 | > loss_disc: 2.6348350048065186 (2.43281831741333) | > loss_disc_real_0: 0.2214159369468689 (0.13063858449459076) | > loss_disc_real_1: 0.20950837433338165 (0.18357544839382173) | > loss_disc_real_2: 0.2043231576681137 (0.2069775104522705) | > loss_disc_real_3: 0.3076149821281433 (0.29294541776180266) | > loss_disc_real_4: 0.25950556993484497 (0.24340860843658446) | > loss_disc_real_5: 0.2992396950721741 (0.24787010848522187) | > loss_0: 2.6348350048065186 (2.43281831741333) | > loss_gen: 2.1814675331115723 (2.359941339492798) | > loss_kl: 3.193310260772705 (3.11742787361145) | > loss_feat: 4.497931480407715 (5.660739326477051) | > loss_mel: 17.71866798400879 (17.646914672851562) | > loss_duration: 2.4152684211730957 (2.4266800403594972) | > loss_1: 30.00664520263672 (31.211702728271483)  --> STEP: 6 | > loss_disc: 2.3824543952941895 (2.424424330393473) | > loss_disc_real_0: 0.17855240404605865 (0.13862422108650208) | > loss_disc_real_1: 0.17718835175037384 (0.1825109322865804) | > loss_disc_real_2: 0.20520241558551788 (0.20668166130781174) | > loss_disc_real_3: 0.27820688486099243 (0.29048899561166763) | > loss_disc_real_4: 0.2626855671405792 (0.24662143488725027) | > loss_disc_real_5: 0.22678542137145996 (0.24435599396626154) | > loss_0: 2.3824543952941895 (2.424424330393473) | > loss_gen: 2.5365962982177734 (2.389383832613627) | > loss_kl: 2.786607265472412 (3.0622911055882773) | > loss_feat: 5.816137313842773 (5.686638991038005) | > loss_mel: 18.77349853515625 (17.834678649902344) | > loss_duration: 2.238705635070801 (2.395350972811381) | > loss_1: 32.151546478271484 (31.368343353271484)  --> STEP: 7 | > loss_disc: 2.293480634689331 (2.4057180881500244) | > loss_disc_real_0: 0.13421647250652313 (0.13799454271793365) | > loss_disc_real_1: 0.15607668459415436 (0.1787346111876624) | > loss_disc_real_2: 0.18474867939949036 (0.20354837817805155) | > loss_disc_real_3: 0.25010165572166443 (0.2847193756273815) | > loss_disc_real_4: 0.24460992217063904 (0.24633407592773438) | > loss_disc_real_5: 0.2290768325328827 (0.242173256618636) | > loss_0: 2.293480634689331 (2.4057180881500244) | > loss_gen: 2.414206027984619 (2.3929298605237688) | > loss_kl: 4.45032262802124 (3.2605813230787004) | > loss_feat: 5.188380718231201 (5.6154592377798895) | > loss_mel: 14.937289237976074 (17.42076587677002) | > loss_duration: 2.5402820110321045 (2.4160554068429128) | > loss_1: 29.530479431152344 (31.105791364397323)  --> STEP: 8 | > loss_disc: 2.345154285430908 (2.398147612810135) | > loss_disc_real_0: 0.17338444292545319 (0.1424182802438736) | > loss_disc_real_1: 0.19390299916267395 (0.18063065968453884) | > loss_disc_real_2: 0.17776261270046234 (0.2003251574933529) | > loss_disc_real_3: 0.1985875815153122 (0.2739529013633728) | > loss_disc_real_4: 0.2202696055173874 (0.243076017126441) | > loss_disc_real_5: 0.27290669083595276 (0.2460149358958006) | > loss_0: 2.345154285430908 (2.398147612810135) | > loss_gen: 2.6835289001464844 (2.4292547404766083) | > loss_kl: 2.7722504138946533 (3.1995399594306946) | > loss_feat: 11.15114974975586 (6.307420551776886) | > loss_mel: 19.741647720336914 (17.71087610721588) | > loss_duration: 2.2490673065185547 (2.395181894302368) | > loss_1: 38.59764099121094 (32.04227256774902)  --> STEP: 9 | > loss_disc: 2.5887136459350586 (2.419321616490682) | > loss_disc_real_0: 0.23332363367080688 (0.1525188750690884) | > loss_disc_real_1: 0.2241927981376648 (0.18547089729044172) | > loss_disc_real_2: 0.22288298606872559 (0.20283158289061654) | > loss_disc_real_3: 0.22791719436645508 (0.2688378228081597) | > loss_disc_real_4: 0.26296550035476685 (0.2452859597073661) | > loss_disc_real_5: 0.21907944977283478 (0.24302210410435995) | > loss_0: 2.5887136459350586 (2.419321616490682) | > loss_gen: 2.4079031944274902 (2.426882346471151) | > loss_kl: 2.7109546661376953 (3.1452527046203613) | > loss_feat: 7.6238226890563965 (6.453687455919054) | > loss_mel: 17.524456024169922 (17.69016276465522) | > loss_duration: 2.188943862915039 (2.372266557481554) | > loss_1: 32.45608139038086 (32.08825132581923)  --> STEP: 10 | > loss_disc: 2.4911739826202393 (2.426506853103638) | > loss_disc_real_0: 0.1808336079120636 (0.15535034835338593) | > loss_disc_real_1: 0.16020385921001434 (0.182944193482399) | > loss_disc_real_2: 0.2504313886165619 (0.20759156346321106) | > loss_disc_real_3: 0.261898934841156 (0.26814393401145936) | > loss_disc_real_4: 0.2702755928039551 (0.24778492301702498) | > loss_disc_real_5: 0.2705247700214386 (0.2457723706960678) | > loss_0: 2.4911739826202393 (2.426506853103638) | > loss_gen: 2.324615955352783 (2.416655707359314) | > loss_kl: 2.911752223968506 (3.121902656555176) | > loss_feat: 4.945362091064453 (6.302854919433594) | > loss_mel: 14.9832124710083 (17.419467735290528) | > loss_duration: 2.3012497425079346 (2.365164875984192) | > loss_1: 27.4661922454834 (31.626045417785644)  --> STEP: 11 | > loss_disc: 2.4466593265533447 (2.42833889614452) | > loss_disc_real_0: 0.1843518614768982 (0.1579868495464325) | > loss_disc_real_1: 0.2056286633014679 (0.18500641801140524) | > loss_disc_real_2: 0.16193881630897522 (0.2034413137219169) | > loss_disc_real_3: 0.2530179023742676 (0.2667688402262601) | > loss_disc_real_4: 0.22761987149715424 (0.24595173651521857) | > loss_disc_real_5: 0.2661704123020172 (0.2476267381147905) | > loss_0: 2.4466593265533447 (2.42833889614452) | > loss_gen: 2.3971593379974365 (2.4148833101445977) | > loss_kl: 4.091704845428467 (3.210066491907293) | > loss_feat: 5.16494083404541 (6.199408184398305) | > loss_mel: 13.45140266418457 (17.058734547008168) | > loss_duration: 2.5030770301818848 (2.3777023445476186) | > loss_1: 27.60828399658203 (31.260794379494406)  --> STEP: 12 | > loss_disc: 2.4780259132385254 (2.4324794809023538) | > loss_disc_real_0: 0.11443071067333221 (0.15435717130700746) | > loss_disc_real_1: 0.1840764582157135 (0.18492892136176428) | > loss_disc_real_2: 0.12059096246957779 (0.19653711778422198) | > loss_disc_real_3: 0.26219385862350464 (0.2663875917593638) | > loss_disc_real_4: 0.2503005862236023 (0.24631414065758386) | > loss_disc_real_5: 0.2539112865924835 (0.24815045048793158) | > loss_0: 2.4780259132385254 (2.4324794809023538) | > loss_gen: 2.2072179317474365 (2.3975778619448342) | > loss_kl: 2.582857131958008 (3.1577990452448526) | > loss_feat: 5.63083028793335 (6.152026693026225) | > loss_mel: 17.02046775817871 (17.055545647939045) | > loss_duration: 2.339303493499756 (2.37450244029363) | > loss_1: 29.780677795410156 (31.13745133082072)  --> STEP: 13 | > loss_disc: 2.490025520324707 (2.436906099319458) | > loss_disc_real_0: 0.22736340761184692 (0.15997303563814896) | > loss_disc_real_1: 0.19705930352210999 (0.18586202768179086) | > loss_disc_real_2: 0.21003611385822296 (0.19757550209760666) | > loss_disc_real_3: 0.2809424102306366 (0.2675071931802309) | > loss_disc_real_4: 0.27410396933555603 (0.24845181978665865) | > loss_disc_real_5: 0.2646138072013855 (0.24941686254281265) | > loss_0: 2.490025520324707 (2.436906099319458) | > loss_gen: 2.51473331451416 (2.4065898198347826) | > loss_kl: 3.5769004821777344 (3.1900376173166127) | > loss_feat: 4.986996650695801 (6.062408997462346) | > loss_mel: 16.77431297302246 (17.033912365253155) | > loss_duration: 2.275700569152832 (2.3669022963597226) | > loss_1: 30.128643035888672 (31.059850692749023)  --> STEP: 14 | > loss_disc: 2.456423759460449 (2.438300217900957) | > loss_disc_real_0: 0.16664165258407593 (0.1604493654200009) | > loss_disc_real_1: 0.1430867314338684 (0.18280664937836782) | > loss_disc_real_2: 0.1487501561641693 (0.19408797738807543) | > loss_disc_real_3: 0.2590673565864563 (0.26690434770924704) | > loss_disc_real_4: 0.28308993577957153 (0.2509259709290096) | > loss_disc_real_5: 0.2319575995206833 (0.24816977232694626) | > loss_0: 2.456423759460449 (2.438300217900957) | > loss_gen: 2.1633377075195312 (2.389214668955122) | > loss_kl: 3.913079261779785 (3.241683449063982) | > loss_feat: 5.762046813964844 (6.040954555783953) | > loss_mel: 18.935829162597656 (17.169763565063477) | > loss_duration: 2.420132637023926 (2.3707044635500227) | > loss_1: 33.19442367553711 (31.212320191519602)  --> STEP: 15 | > loss_disc: 2.3763105869293213 (2.434167575836182) | > loss_disc_real_0: 0.09456516057252884 (0.15605708509683608) | > loss_disc_real_1: 0.2022717446088791 (0.18410432239373525) | > loss_disc_real_2: 0.19742222130298615 (0.19431026031573614) | > loss_disc_real_3: 0.27747493982315063 (0.267609053850174) | > loss_disc_real_4: 0.28176289796829224 (0.25298176606496176) | > loss_disc_real_5: 0.2510025203227997 (0.2483586221933365) | > loss_0: 2.3763105869293213 (2.434167575836182) | > loss_gen: 2.361602306365967 (2.3873738447825112) | > loss_kl: 3.6373507976531982 (3.2680612723032634) | > loss_feat: 5.579570770263672 (6.010195636749268) | > loss_mel: 18.011775970458984 (17.225897725423177) | > loss_duration: 2.3955321311950684 (2.3723596413930257) | > loss_1: 31.9858341217041 (31.263887786865233)  --> STEP: 16 | > loss_disc: 2.436699390411377 (2.4343258142471313) | > loss_disc_real_0: 0.2622510492801666 (0.16269420785829425) | > loss_disc_real_1: 0.16915255784988403 (0.18316983710974455) | > loss_disc_real_2: 0.1948522925376892 (0.1943441373296082) | > loss_disc_real_3: 0.2748282253742218 (0.26806025207042694) | > loss_disc_real_4: 0.2542281746864319 (0.25305966660380363) | > loss_disc_real_5: 0.24182277917861938 (0.24795013200491667) | > loss_0: 2.436699390411377 (2.4343258142471313) | > loss_gen: 2.4410383701324463 (2.3907278776168823) | > loss_kl: 2.928748607635498 (3.246854230761528) | > loss_feat: 6.702237129211426 (6.0534482300281525) | > loss_mel: 15.96934986114502 (17.147363483905792) | > loss_duration: 2.3849239349365234 (2.3731449097394943) | > loss_1: 30.42629623413086 (31.211538314819336)  --> STEP: 17 | > loss_disc: 2.329801559448242 (2.428177328670726) | > loss_disc_real_0: 0.19083929061889648 (0.16434980096185908) | > loss_disc_real_1: 0.14773553609848022 (0.18108546646202311) | > loss_disc_real_2: 0.2598460912704468 (0.19819719344377518) | > loss_disc_real_3: 0.2156425267457962 (0.2649768564630957) | > loss_disc_real_4: 0.23116140067577362 (0.2517715333139195) | > loss_disc_real_5: 0.29463115334510803 (0.2506960744366926) | > loss_0: 2.329801559448242 (2.428177328670726) | > loss_gen: 2.595569372177124 (2.4027773772968963) | > loss_kl: 2.471731662750244 (3.2012587855843937) | > loss_feat: 6.858308792114258 (6.100792968974394) | > loss_mel: 18.091032028198242 (17.202873398275937) | > loss_duration: 2.470017433166504 (2.378843293470495) | > loss_1: 32.48666000366211 (31.286545472986557)  --> STEP: 18 | > loss_disc: 2.1941111087799072 (2.415173649787903) | > loss_disc_real_0: 0.0991576611995697 (0.16072801541950968) | > loss_disc_real_1: 0.11046142876148224 (0.17716190881199306) | > loss_disc_real_2: 0.19084781408309937 (0.1977888945904043) | > loss_disc_real_3: 0.2153678983449936 (0.2622208032343123) | > loss_disc_real_4: 0.23950818181037903 (0.25109023600816727) | > loss_disc_real_5: 0.2602646052837372 (0.25122765948375064) | > loss_0: 2.1941111087799072 (2.415173649787903) | > loss_gen: 2.4553005695343018 (2.405695332421197) | > loss_kl: 3.014705181121826 (3.190894696447584) | > loss_feat: 7.645299911499023 (6.186598910225762) | > loss_mel: 16.360502243041992 (17.15607500076294) | > loss_duration: 2.298830032348633 (2.374398112297058) | > loss_1: 31.774639129638672 (31.31366178724501)  --> STEP: 19 | > loss_disc: 2.3860549926757812 (2.413641088887265) | > loss_disc_real_0: 0.1483410894870758 (0.1600760719493816) | > loss_disc_real_1: 0.26405009627342224 (0.18173497130996302) | > loss_disc_real_2: 0.2076958417892456 (0.19831031286402753) | > loss_disc_real_3: 0.19423644244670868 (0.2586426789823331) | > loss_disc_real_4: 0.24512319266796112 (0.25077618109552485) | > loss_disc_real_5: 0.24433396756649017 (0.25086483359336853) | > loss_0: 2.3860549926757812 (2.413641088887265) | > loss_gen: 2.385835647583008 (2.404650085850766) | > loss_kl: 2.1150922775268555 (3.134273516504388) | > loss_feat: 7.142585277557373 (6.2369139821905835) | > loss_mel: 17.60222053527832 (17.1795563446848) | > loss_duration: 2.370737075805664 (2.374205426165932) | > loss_1: 31.616470336914062 (31.329599079332855)  --> STEP: 20 | > loss_disc: 2.5946412086486816 (2.4226910948753355) | > loss_disc_real_0: 0.1496172547340393 (0.15955313108861446) | > loss_disc_real_1: 0.1892847865819931 (0.18211246207356452) | > loss_disc_real_2: 0.2582654356956482 (0.20130806900560855) | > loss_disc_real_3: 0.27949580550193787 (0.2596853353083134) | > loss_disc_real_4: 0.26028475165367126 (0.2512516096234322) | > loss_disc_real_5: 0.30372464656829834 (0.25350782424211504) | > loss_0: 2.5946412086486816 (2.4226910948753355) | > loss_gen: 2.3821451663970947 (2.403524839878082) | > loss_kl: 2.1562159061431885 (3.085370635986328) | > loss_feat: 5.15750789642334 (6.182943677902221) | > loss_mel: 14.62764835357666 (17.051960945129395) | > loss_duration: 2.3376569747924805 (2.3723780035972597) | > loss_1: 26.661174774169922 (31.096177864074708)  --> STEP: 21 | > loss_disc: 2.287257671356201 (2.4162418842315674) | > loss_disc_real_0: 0.12055562436580658 (0.15769610695895694) | > loss_disc_real_1: 0.10695375502109528 (0.17853347602344694) | > loss_disc_real_2: 0.12854409217834473 (0.1978431177281198) | > loss_disc_real_3: 0.25604143738746643 (0.2595118163597016) | > loss_disc_real_4: 0.2701683044433594 (0.2521524046148573) | > loss_disc_real_5: 0.25275006890296936 (0.25347174065453665) | > loss_0: 2.287257671356201 (2.4162418842315674) | > loss_gen: 2.320402145385742 (2.399566616330828) | > loss_kl: 3.448733329772949 (3.1026736214047386) | > loss_feat: 6.475754737854004 (6.196887061709449) | > loss_mel: 16.78516387939453 (17.039256322951545) | > loss_duration: 2.1335692405700684 (2.3610061577388217) | > loss_1: 31.163623809814453 (31.0993895757766)  --> STEP: 22 | > loss_disc: 2.3739707469940186 (2.414320468902588) | > loss_disc_real_0: 0.16154107451438904 (0.15787087821147658) | > loss_disc_real_1: 0.1729750782251358 (0.17828082157806915) | > loss_disc_real_2: 0.12475669384002686 (0.19452100755138832) | > loss_disc_real_3: 0.28401708602905273 (0.26062569225376303) | > loss_disc_real_4: 0.26820701360702515 (0.2528821595690467) | > loss_disc_real_5: 0.25586533546447754 (0.2535805404186249) | > loss_0: 2.3739707469940186 (2.414320468902588) | > loss_gen: 2.4325156211853027 (2.4010642983696675) | > loss_kl: 2.5055203437805176 (3.0755302906036377) | > loss_feat: 7.653789520263672 (6.263109900734642) | > loss_mel: 18.14762306213379 (17.089636629278008) | > loss_duration: 2.195018768310547 (2.353461276401173) | > loss_1: 32.93446731567383 (31.182802200317383)  --> STEP: 23 | > loss_disc: 2.7485103607177734 (2.4288504641989004) | > loss_disc_real_0: 0.32860684394836426 (0.16529418106960214) | > loss_disc_real_1: 0.20156797766685486 (0.17929330662540768) | > loss_disc_real_2: 0.18530495464801788 (0.19412030959906784) | > loss_disc_real_3: 0.25842517614364624 (0.26053001764027967) | > loss_disc_real_4: 0.23594841361045837 (0.25214590974476025) | > loss_disc_real_5: 0.25137242674827576 (0.2534845354764358) | > loss_0: 2.7485103607177734 (2.4288504641989004) | > loss_gen: 2.194406032562256 (2.392079156378041) | > loss_kl: 2.8285064697265625 (3.0647901244785474) | > loss_feat: 8.05007553100586 (6.3408040585725205) | > loss_mel: 17.72709846496582 (17.117352361264434) | > loss_duration: 2.3158929347991943 (2.3518278702445654) | > loss_1: 33.1159782409668 (31.26685333251953)  --> STEP: 24 | > loss_disc: 2.4840664863586426 (2.4311511317888894) | > loss_disc_real_0: 0.1036224365234375 (0.1627245250468453) | > loss_disc_real_1: 0.2187110334634781 (0.18093571191032728) | > loss_disc_real_2: 0.24230912327766418 (0.19612817683567604) | > loss_disc_real_3: 0.29118818044662476 (0.26180744109054405) | > loss_disc_real_4: 0.2511402368545532 (0.2521040067076683) | > loss_disc_real_5: 0.23959003388881683 (0.252905597910285) | > loss_0: 2.4840664863586426 (2.4311511317888894) | > loss_gen: 2.2876803874969482 (2.387729207674662) | > loss_kl: 2.8146657943725586 (3.054368277390798) | > loss_feat: 5.777290344238281 (6.317324320475261) | > loss_mel: 15.890336036682129 (17.066226681073505) | > loss_duration: 2.4683265686035156 (2.3566819826761884) | > loss_1: 29.238298416137695 (31.18233021100362)  --> STEP: 25 | > loss_disc: 2.5404577255249023 (2.43552339553833) | > loss_disc_real_0: 0.13362771272659302 (0.16156065255403518) | > loss_disc_real_1: 0.19427452981472015 (0.18146926462650298) | > loss_disc_real_2: 0.19527944922447205 (0.19609422773122787) | > loss_disc_real_3: 0.2429071068763733 (0.26105142772197726) | > loss_disc_real_4: 0.2235429584980011 (0.2509615647792816) | > loss_disc_real_5: 0.23525622487068176 (0.25219962298870086) | > loss_0: 2.5404577255249023 (2.43552339553833) | > loss_gen: 2.1982219219207764 (2.3801489162445066) | > loss_kl: 2.802910327911377 (3.044309959411621) | > loss_feat: 7.603433609008789 (6.368768692016602) | > loss_mel: 17.149625778198242 (17.069562644958495) | > loss_duration: 2.4569406509399414 (2.3606923294067386) | > loss_1: 32.21113204956055 (31.2234822845459)  --> STEP: 26 | > loss_disc: 2.508613348007202 (2.4383345475563636) | > loss_disc_real_0: 0.33575764298439026 (0.16826053680135653) | > loss_disc_real_1: 0.18043860793113708 (0.18142962398437354) | > loss_disc_real_2: 0.15902958810329437 (0.19466866466861504) | > loss_disc_real_3: 0.21610309183597565 (0.25932264557251566) | > loss_disc_real_4: 0.17553068697452545 (0.2480603771714064) | > loss_disc_real_5: 0.1945383995771408 (0.24998188362671778) | > loss_0: 2.508613348007202 (2.4383345475563636) | > loss_gen: 2.067887544631958 (2.3681388634901777) | > loss_kl: 2.5033702850341797 (3.023504587320181) | > loss_feat: 5.571920394897461 (6.3381206805889425) | > loss_mel: 14.836089134216309 (16.983659817622257) | > loss_duration: 2.335855007171631 (2.3597370477823114) | > loss_1: 27.31512451171875 (31.073160831744854) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024118881959181568 (-1.4873651357797443e-05) | > avg_loss_disc: 2.4383345475563636 (-0.016715086423434222) | > avg_loss_disc_real_0: 0.16826053680135653 (-0.044857210551316945) | > avg_loss_disc_real_1: 0.18142962398437354 (-0.04274736516750774) | > avg_loss_disc_real_2: 0.19466866466861504 (-0.028561270867402733) | > avg_loss_disc_real_3: 0.25932264557251566 (+0.02244701637671548) | > avg_loss_disc_real_4: 0.2480603771714064 (-0.0018459105720886604) | > avg_loss_disc_real_5: 0.24998188362671778 (-0.0008854109507340502) | > avg_loss_0: 2.4383345475563636 (-0.016715086423434222) | > avg_loss_gen: 2.3681388634901777 (-0.25481458810659596) | > avg_loss_kl: 3.023504587320181 (+0.01672504498408367) | > avg_loss_feat: 6.3381206805889425 (-0.273222354742197) | > avg_loss_mel: 16.983659817622257 (-0.4072493773240282) | > avg_loss_duration: 2.3597370477823114 (+0.011188497910133322) | > avg_loss_1: 31.073160831744854 (-0.9073730615469131)  > EPOCH: 798/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:32:30)   --> TIME: 2024-06-12 02:32:35 -- STEP: 9/330 -- GLOBAL_STEP: 351350 | > loss_disc: 2.3240890502929688 (2.335349506802029) | > loss_disc_real_0: 0.08764868974685669 (0.10643330216407776) | > loss_disc_real_1: 0.17441612482070923 (0.19169424143102434) | > loss_disc_real_2: 0.17986264824867249 (0.20278184778160518) | > loss_disc_real_3: 0.25733160972595215 (0.23216698401504093) | > loss_disc_real_4: 0.2199835330247879 (0.23776755730311075) | > loss_disc_real_5: 0.21041113138198853 (0.23623830411169264) | > loss_0: 2.3240890502929688 (2.335349506802029) | > grad_norm_0: tensor(4.4144, device='cuda:0') (tensor(7.2801, device='cuda:0')) | > loss_gen: 2.505812406539917 (2.452079349093967) | > loss_kl: 1.9880805015563965 (1.9647967153125339) | > loss_feat: 7.018232822418213 (6.646458042992486) | > loss_mel: 18.154502868652344 (17.476329379611546) | > loss_duration: 2.098313331604004 (2.105027092827691) | > loss_1: 31.764942169189453 (30.644690407647026) | > grad_norm_1: tensor(34.1333, device='cuda:0') (tensor(64.2744, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3401 (0.3716089725494385) | > loader_time: 0.0027 (0.003179682625664605)  --> TIME: 2024-06-12 02:32:44 -- STEP: 34/330 -- GLOBAL_STEP: 351375 | > loss_disc: 2.3622050285339355 (2.331122496548821) | > loss_disc_real_0: 0.10000646859407425 (0.10413199728902649) | > loss_disc_real_1: 0.22582390904426575 (0.1941876998719047) | > loss_disc_real_2: 0.22057542204856873 (0.20775923746473648) | > loss_disc_real_3: 0.25227412581443787 (0.22743517511031208) | > loss_disc_real_4: 0.23493535816669464 (0.232122222728589) | > loss_disc_real_5: 0.2284267693758011 (0.22415845972650192) | > loss_0: 2.3622050285339355 (2.331122496548821) | > grad_norm_0: tensor(11.6632, device='cuda:0') (tensor(9.6865, device='cuda:0')) | > loss_gen: 2.6038293838500977 (2.483613974907819) | > loss_kl: 2.2676398754119873 (1.974624679369085) | > loss_feat: 7.679773807525635 (6.902889434029074) | > loss_mel: 17.411691665649414 (17.264785177567433) | > loss_duration: 1.9873619079589844 (2.0103150781463173) | > loss_1: 31.950294494628906 (30.63622833700741) | > grad_norm_1: tensor(171.1231, device='cuda:0') (tensor(87.7711, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3439 (0.36173807172214284) | > loader_time: 0.0031 (0.0032942154828239888)  --> TIME: 2024-06-12 02:32:53 -- STEP: 59/330 -- GLOBAL_STEP: 351400 | > loss_disc: 2.3630874156951904 (2.337150569689476) | > loss_disc_real_0: 0.08090227842330933 (0.10466679539215767) | > loss_disc_real_1: 0.21403539180755615 (0.19427014331696396) | > loss_disc_real_2: 0.1767047941684723 (0.20709011615332912) | > loss_disc_real_3: 0.2171788066625595 (0.2284874421055034) | > loss_disc_real_4: 0.2382098138332367 (0.23213916663396156) | > loss_disc_real_5: 0.23504918813705444 (0.22409315053689277) | > loss_0: 2.3630874156951904 (2.337150569689476) | > grad_norm_0: tensor(11.6173, device='cuda:0') (tensor(10.7057, device='cuda:0')) | > loss_gen: 2.377556085586548 (2.4860346519340903) | > loss_kl: 1.8621505498886108 (1.9634926945476208) | > loss_feat: 6.549883842468262 (6.967995651697708) | > loss_mel: 16.174724578857422 (17.192584571191823) | > loss_duration: 1.9467926025390625 (1.9910428564427263) | > loss_1: 28.91110610961914 (30.60115038338354) | > grad_norm_1: tensor(356.2268, device='cuda:0') (tensor(129.6467, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3519 (0.36291184667813575) | > loader_time: 0.0034 (0.0034203933457196767)  --> TIME: 2024-06-12 02:33:02 -- STEP: 84/330 -- GLOBAL_STEP: 351425 | > loss_disc: 2.275167942047119 (2.3385700583457947) | > loss_disc_real_0: 0.1040145605802536 (0.1057390584832146) | > loss_disc_real_1: 0.19255957007408142 (0.1935026936587833) | > loss_disc_real_2: 0.2026616781949997 (0.20800944116143955) | > loss_disc_real_3: 0.22854723036289215 (0.2289483126785074) | > loss_disc_real_4: 0.2224048376083374 (0.23195984995081312) | > loss_disc_real_5: 0.21551574766635895 (0.223764179540532) | > loss_0: 2.275167942047119 (2.3385700583457947) | > grad_norm_0: tensor(8.2194, device='cuda:0') (tensor(11.5307, device='cuda:0')) | > loss_gen: 2.524345874786377 (2.4848679275739762) | > loss_kl: 2.0309906005859375 (1.9779273853415535) | > loss_feat: 6.991283416748047 (6.98424049786159) | > loss_mel: 17.12482452392578 (17.222837993076876) | > loss_duration: 2.0506911277770996 (1.9855332970619202) | > loss_1: 30.722135543823242 (30.655407042730424) | > grad_norm_1: tensor(134.3571, device='cuda:0') (tensor(142.6862, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3542 (0.3625155176435199) | > loader_time: 0.004 (0.0035160694803510395)  --> TIME: 2024-06-12 02:33:12 -- STEP: 109/330 -- GLOBAL_STEP: 351450 | > loss_disc: 2.31689190864563 (2.339496966895706) | > loss_disc_real_0: 0.07699843496084213 (0.10707130788936528) | > loss_disc_real_1: 0.1742979884147644 (0.19379717781456238) | > loss_disc_real_2: 0.2038877159357071 (0.20854416448588764) | > loss_disc_real_3: 0.2529681921005249 (0.22889578315096165) | > loss_disc_real_4: 0.24815821647644043 (0.23220067368734867) | > loss_disc_real_5: 0.23366063833236694 (0.22394874090448433) | > loss_0: 2.31689190864563 (2.339496966895706) | > grad_norm_0: tensor(14.0163, device='cuda:0') (tensor(11.6207, device='cuda:0')) | > loss_gen: 2.564162015914917 (2.48261677015812) | > loss_kl: 1.9491266012191772 (1.9923327712837708) | > loss_feat: 7.277345657348633 (6.966971900484977) | > loss_mel: 17.862285614013672 (17.204927899421914) | > loss_duration: 1.9437458515167236 (1.9888847519498352) | > loss_1: 31.596664428710938 (30.63573403314713) | > grad_norm_1: tensor(297.3598, device='cuda:0') (tensor(145.9809, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3747 (0.36471483685554723) | > loader_time: 0.0038 (0.0035935476285601973)  --> TIME: 2024-06-12 02:33:22 -- STEP: 134/330 -- GLOBAL_STEP: 351475 | > loss_disc: 2.337508201599121 (2.342724293025571) | > loss_disc_real_0: 0.11345215141773224 (0.10796542732573267) | > loss_disc_real_1: 0.2115280032157898 (0.1936792567817133) | > loss_disc_real_2: 0.20904652774333954 (0.2088108350759122) | > loss_disc_real_3: 0.22172832489013672 (0.22869047589266478) | > loss_disc_real_4: 0.21089719235897064 (0.23199276014495251) | > loss_disc_real_5: 0.19761087000370026 (0.2238281580494411) | > loss_0: 2.337508201599121 (2.342724293025571) | > grad_norm_0: tensor(6.1065, device='cuda:0') (tensor(12.1316, device='cuda:0')) | > loss_gen: 2.460397720336914 (2.4858679326612556) | > loss_kl: 2.11525821685791 (1.9990564077647763) | > loss_feat: 7.7961907386779785 (6.9702562965563875) | > loss_mel: 17.238759994506836 (17.2345029489318) | > loss_duration: 2.021182060241699 (1.99323384708433) | > loss_1: 31.631790161132812 (30.682917409868384) | > grad_norm_1: tensor(56.5025, device='cuda:0') (tensor(154.7693, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3804 (0.36865618869439887) | > loader_time: 0.0046 (0.003730405622453832)  --> TIME: 2024-06-12 02:33:32 -- STEP: 159/330 -- GLOBAL_STEP: 351500 | > loss_disc: 2.4112846851348877 (2.3440912834503367) | > loss_disc_real_0: 0.15290720760822296 (0.10973314181813654) | > loss_disc_real_1: 0.18836306035518646 (0.19400002212269496) | > loss_disc_real_2: 0.19247356057167053 (0.2089340650248077) | > loss_disc_real_3: 0.24386078119277954 (0.2284526954282005) | > loss_disc_real_4: 0.21543988585472107 (0.2311543256231824) | > loss_disc_real_5: 0.20777739584445953 (0.22266274268897074) | > loss_0: 2.4112846851348877 (2.3440912834503367) | > grad_norm_0: tensor(15.3654, device='cuda:0') (tensor(11.7738, device='cuda:0')) | > loss_gen: 2.501584053039551 (2.4813274857383103) | > loss_kl: 2.1712067127227783 (2.004876358703997) | > loss_feat: 6.920711517333984 (6.951914229482974) | > loss_mel: 17.18573570251465 (17.22771782545174) | > loss_duration: 2.0162386894226074 (1.9972234941878408) | > loss_1: 30.795475006103516 (30.663059354578174) | > grad_norm_1: tensor(160.6516, device='cuda:0') (tensor(149.2429, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3903 (0.3738996427763933) | > loader_time: 0.0047 (0.0038857340062939147) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_351500.pth  --> TIME: 2024-06-12 02:33:47 -- STEP: 184/330 -- GLOBAL_STEP: 351525 | > loss_disc: 2.3417813777923584 (2.3503043651580815) | > loss_disc_real_0: 0.08847105503082275 (0.1108646743485461) | > loss_disc_real_1: 0.17774896323680878 (0.19464754953008623) | > loss_disc_real_2: 0.1856514811515808 (0.20907945210195103) | > loss_disc_real_3: 0.23786741495132446 (0.2295336235800515) | > loss_disc_real_4: 0.2402818351984024 (0.23186825183422669) | > loss_disc_real_5: 0.25123605132102966 (0.22342065956605517) | > loss_0: 2.3417813777923584 (2.3503043651580815) | > grad_norm_0: tensor(13.3166, device='cuda:0') (tensor(12.1936, device='cuda:0')) | > loss_gen: 2.499041795730591 (2.476165755935339) | > loss_kl: 1.9200875759124756 (2.0120282030623886) | > loss_feat: 7.053544521331787 (6.943464375060538) | > loss_mel: 17.299943923950195 (17.217187912567816) | > loss_duration: 2.0338172912597656 (2.0044132898683134) | > loss_1: 30.806434631347656 (30.653259463932205) | > grad_norm_1: tensor(157.6986, device='cuda:0') (tensor(153.1260, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.389 (0.3780201828998068) | > loader_time: 0.0047 (0.004007401673690132)  --> TIME: 2024-06-12 02:33:57 -- STEP: 209/330 -- GLOBAL_STEP: 351550 | > loss_disc: 2.2705721855163574 (2.3526893460579457) | > loss_disc_real_0: 0.07285846024751663 (0.11172287700849287) | > loss_disc_real_1: 0.22451744973659515 (0.19561561813765158) | > loss_disc_real_2: 0.19597189128398895 (0.2095821835635381) | > loss_disc_real_3: 0.22080132365226746 (0.22963570671503625) | > loss_disc_real_4: 0.24408777058124542 (0.2317255803842864) | > loss_disc_real_5: 0.2289831042289734 (0.22302043430828022) | > loss_0: 2.2705721855163574 (2.3526893460579457) | > grad_norm_0: tensor(10.9859, device='cuda:0') (tensor(13.9325, device='cuda:0')) | > loss_gen: 2.7695529460906982 (2.4797750123950304) | > loss_kl: 2.141934633255005 (2.0176330194518894) | > loss_feat: 6.670535564422607 (6.950419480720775) | > loss_mel: 17.011852264404297 (17.192535172238887) | > loss_duration: 2.1062734127044678 (2.0123594936571636) | > loss_1: 30.70014762878418 (30.652722071232407) | > grad_norm_1: tensor(437.1490, device='cuda:0') (tensor(175.9305, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.3894 (0.3793371442402379) | > loader_time: 0.0047 (0.004092726410861217)  --> TIME: 2024-06-12 02:34:07 -- STEP: 234/330 -- GLOBAL_STEP: 351575 | > loss_disc: 2.3692848682403564 (2.3563421791435295) | > loss_disc_real_0: 0.11568818986415863 (0.11355296035225575) | > loss_disc_real_1: 0.21446014940738678 (0.1955866222070832) | > loss_disc_real_2: 0.20770478248596191 (0.20997489129121483) | > loss_disc_real_3: 0.23817862570285797 (0.2298360233887648) | > loss_disc_real_4: 0.30104154348373413 (0.2322560294698446) | > loss_disc_real_5: 0.25906723737716675 (0.22311379582199276) | > loss_0: 2.3692848682403564 (2.3563421791435295) | > grad_norm_0: tensor(53.3365, device='cuda:0') (tensor(16.4982, device='cuda:0')) | > loss_gen: 2.500298023223877 (2.4863499474321693) | > loss_kl: 2.0648648738861084 (2.0241269138124256) | > loss_feat: 7.096575736999512 (6.955073511498606) | > loss_mel: 16.5108642578125 (17.153349966065498) | > loss_duration: 2.0785305500030518 (2.0213494453674725) | > loss_1: 30.251134872436523 (30.640249733232025) | > grad_norm_1: tensor(375.2094, device='cuda:0') (tensor(201.1203, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.4052 (0.3813559968247373) | > loader_time: 0.0052 (0.0041986836327446795)  --> TIME: 2024-06-12 02:34:18 -- STEP: 259/330 -- GLOBAL_STEP: 351600 | > loss_disc: 2.448385715484619 (2.3569009165966364) | > loss_disc_real_0: 0.11328369379043579 (0.11455075160877125) | > loss_disc_real_1: 0.22126471996307373 (0.19564571470367398) | > loss_disc_real_2: 0.22749949991703033 (0.20985221379512062) | > loss_disc_real_3: 0.24084173142910004 (0.2298555786660279) | > loss_disc_real_4: 0.22236843407154083 (0.23222895461389917) | > loss_disc_real_5: 0.25282609462738037 (0.22266208107176894) | > loss_0: 2.448385715484619 (2.3569009165966364) | > grad_norm_0: tensor(11.9999, device='cuda:0') (tensor(17.5779, device='cuda:0')) | > loss_gen: 2.3472988605499268 (2.4887263848514647) | > loss_kl: 2.0742733478546143 (2.0305849332146666) | > loss_feat: 7.147181510925293 (6.978680678776333) | > loss_mel: 17.49791717529297 (17.135645115237438) | > loss_duration: 2.1345486640930176 (2.0295121494867634) | > loss_1: 31.20121955871582 (30.663149196668943) | > grad_norm_1: tensor(103.7623, device='cuda:0') (tensor(219.3570, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.4336 (0.38608523593446004) | > loader_time: 0.0061 (0.004319035408579701)  --> TIME: 2024-06-12 02:34:29 -- STEP: 284/330 -- GLOBAL_STEP: 351625 | > loss_disc: 2.314695119857788 (2.3614513815288793) | > loss_disc_real_0: 0.15394482016563416 (0.1157069159015803) | > loss_disc_real_1: 0.18448325991630554 (0.19634643254775386) | > loss_disc_real_2: 0.19239124655723572 (0.21011024073395923) | > loss_disc_real_3: 0.189788818359375 (0.22994466603431904) | > loss_disc_real_4: 0.21560145914554596 (0.23225603278883747) | > loss_disc_real_5: 0.1941322237253189 (0.22294943344215273) | > loss_0: 2.314695119857788 (2.3614513815288793) | > grad_norm_0: tensor(23.6169, device='cuda:0') (tensor(18.1745, device='cuda:0')) | > loss_gen: 2.509845495223999 (2.4829722382652943) | > loss_kl: 1.9595903158187866 (2.035078055002319) | > loss_feat: 7.223701000213623 (6.964388758363858) | > loss_mel: 16.240781784057617 (17.09281763896136) | > loss_duration: 2.1564598083496094 (2.0393350300654576) | > loss_1: 30.090377807617188 (30.61459163880684) | > grad_norm_1: tensor(405.8080, device='cuda:0') (tensor(227.9152, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.4533 (0.39154283345585145) | > loader_time: 0.0059 (0.004467530149809068)  --> TIME: 2024-06-12 02:34:42 -- STEP: 309/330 -- GLOBAL_STEP: 351650 | > loss_disc: 2.5823583602905273 (2.3691092046719144) | > loss_disc_real_0: 0.15153563022613525 (0.11737772511336407) | > loss_disc_real_1: 0.20255731046199799 (0.19683272847272804) | > loss_disc_real_2: 0.21701547503471375 (0.21080332608670468) | > loss_disc_real_3: 0.2572171986103058 (0.23027185724391136) | > loss_disc_real_4: 0.292537659406662 (0.23243175244447098) | > loss_disc_real_5: 0.19674986600875854 (0.2229674328299402) | > loss_0: 2.5823583602905273 (2.3691092046719144) | > grad_norm_0: tensor(19.8903, device='cuda:0') (tensor(18.7385, device='cuda:0')) | > loss_gen: 2.5220084190368652 (2.475533895893777) | > loss_kl: 2.1147162914276123 (2.0388165098949544) | > loss_feat: 6.4119672775268555 (6.968008700312148) | > loss_mel: 15.527939796447754 (17.0461552258834) | > loss_duration: 2.2311253547668457 (2.050984749130448) | > loss_1: 28.807756423950195 (30.57949903790619) | > grad_norm_1: tensor(126.8575, device='cuda:0') (tensor(234.8418, device='cuda:0')) | > current_lr_0: 0.00018101160254201516 | > current_lr_1: 0.00018101160254201516 | > step_time: 0.4862 (0.39874540254907703) | > loader_time: 0.0073 (0.004663254450825808)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5600881576538086 (2.5600881576538086) | > loss_disc_real_0: 0.15996628999710083 (0.15996628999710083) | > loss_disc_real_1: 0.18019965291023254 (0.18019965291023254) | > loss_disc_real_2: 0.2364809662103653 (0.2364809662103653) | > loss_disc_real_3: 0.2153111845254898 (0.2153111845254898) | > loss_disc_real_4: 0.28878864645957947 (0.28878864645957947) | > loss_disc_real_5: 0.28810879588127136 (0.28810879588127136) | > loss_0: 2.5600881576538086 (2.5600881576538086) | > loss_gen: 2.1273796558380127 (2.1273796558380127) | > loss_kl: 2.7431302070617676 (2.7431302070617676) | > loss_feat: 4.359909534454346 (4.359909534454346) | > loss_mel: 14.87835693359375 (14.87835693359375) | > loss_duration: 2.9209513664245605 (2.9209513664245605) | > loss_1: 27.029727935791016 (27.029727935791016)  --> STEP: 1 | > loss_disc: 2.5087804794311523 (2.5087804794311523) | > loss_disc_real_0: 0.14526674151420593 (0.14526674151420593) | > loss_disc_real_1: 0.22139328718185425 (0.22139328718185425) | > loss_disc_real_2: 0.2052736133337021 (0.2052736133337021) | > loss_disc_real_3: 0.22592371702194214 (0.22592371702194214) | > loss_disc_real_4: 0.2412671446800232 (0.2412671446800232) | > loss_disc_real_5: 0.23238225281238556 (0.23238225281238556) | > loss_0: 2.5087804794311523 (2.5087804794311523) | > loss_gen: 2.2449841499328613 (2.2449841499328613) | > loss_kl: 2.541588306427002 (2.541588306427002) | > loss_feat: 5.673306465148926 (5.673306465148926) | > loss_mel: 16.59581756591797 (16.59581756591797) | > loss_duration: 2.412649631500244 (2.412649631500244) | > loss_1: 29.468345642089844 (29.468345642089844)  --> STEP: 2 | > loss_disc: 2.3574788570404053 (2.433129668235779) | > loss_disc_real_0: 0.10229329019784927 (0.1237800158560276) | > loss_disc_real_1: 0.1563701182603836 (0.18888170272111893) | > loss_disc_real_2: 0.16288408637046814 (0.1840788498520851) | > loss_disc_real_3: 0.20838035643100739 (0.21715203672647476) | > loss_disc_real_4: 0.236882284283638 (0.2390747144818306) | > loss_disc_real_5: 0.19308505952358246 (0.212733656167984) | > loss_0: 2.3574788570404053 (2.433129668235779) | > loss_gen: 2.0355050563812256 (2.1402446031570435) | > loss_kl: 2.6128153800964355 (2.5772018432617188) | > loss_feat: 5.6925225257873535 (5.68291449546814) | > loss_mel: 16.83530044555664 (16.715559005737305) | > loss_duration: 2.518825054168701 (2.4657373428344727) | > loss_1: 29.694969177246094 (29.58165740966797)  --> STEP: 3 | > loss_disc: 2.2793588638305664 (2.3818727334340415) | > loss_disc_real_0: 0.20574554800987244 (0.1511018599073092) | > loss_disc_real_1: 0.1622285395860672 (0.17999731500943503) | > loss_disc_real_2: 0.21687762439250946 (0.19501177469889322) | > loss_disc_real_3: 0.20033183693885803 (0.21154530346393585) | > loss_disc_real_4: 0.22623063623905182 (0.234793355067571) | > loss_disc_real_5: 0.21348384022712708 (0.2129837175210317) | > loss_0: 2.2793588638305664 (2.3818727334340415) | > loss_gen: 2.752068281173706 (2.3441858291625977) | > loss_kl: 3.001352548599243 (2.71858541170756) | > loss_feat: 7.523292064666748 (6.296373685201009) | > loss_mel: 16.070362091064453 (16.50049336751302) | > loss_duration: 2.4638867378234863 (2.465120474497477) | > loss_1: 31.81096076965332 (30.324758529663086)  --> STEP: 4 | > loss_disc: 2.33943510055542 (2.371263325214386) | > loss_disc_real_0: 0.13679707050323486 (0.14752566255629063) | > loss_disc_real_1: 0.20626899600028992 (0.18656523525714874) | > loss_disc_real_2: 0.21096593141555786 (0.1990003138780594) | > loss_disc_real_3: 0.23508970439434052 (0.21743140369653702) | > loss_disc_real_4: 0.23863258957862854 (0.2357531636953354) | > loss_disc_real_5: 0.20647811889648438 (0.21135731786489487) | > loss_0: 2.33943510055542 (2.371263325214386) | > loss_gen: 2.4885339736938477 (2.38027286529541) | > loss_kl: 3.814114809036255 (2.992467761039734) | > loss_feat: 5.434066295623779 (6.080796837806702) | > loss_mel: 15.393406867980957 (16.223721742630005) | > loss_duration: 2.343474864959717 (2.434709072113037) | > loss_1: 29.47359848022461 (30.111968517303467)  --> STEP: 5 | > loss_disc: 2.6891112327575684 (2.4348329067230225) | > loss_disc_real_0: 0.2210484743118286 (0.16223022490739822) | > loss_disc_real_1: 0.1758318543434143 (0.18441855907440186) | > loss_disc_real_2: 0.19266149401664734 (0.197732549905777) | > loss_disc_real_3: 0.2997121214866638 (0.23388754725456237) | > loss_disc_real_4: 0.2401811182498932 (0.23663875460624695) | > loss_disc_real_5: 0.21506500244140625 (0.21209885478019713) | > loss_0: 2.6891112327575684 (2.4348329067230225) | > loss_gen: 2.0965700149536133 (2.323532295227051) | > loss_kl: 3.128490924835205 (3.019672393798828) | > loss_feat: 4.433050155639648 (5.751247501373291) | > loss_mel: 16.690671920776367 (16.317111778259278) | > loss_duration: 2.299712896347046 (2.407709836959839) | > loss_1: 28.648494720458984 (29.81927375793457)  --> STEP: 6 | > loss_disc: 2.5802700519561768 (2.4590724309285483) | > loss_disc_real_0: 0.09127247333526611 (0.15040393297870955) | > loss_disc_real_1: 0.16843080520629883 (0.18175393342971802) | > loss_disc_real_2: 0.24841146171092987 (0.2061790352066358) | > loss_disc_real_3: 0.2848461866378784 (0.2423806538184484) | > loss_disc_real_4: 0.2885378301143646 (0.24528860052426657) | > loss_disc_real_5: 0.3043380081653595 (0.22747204701105753) | > loss_0: 2.5802700519561768 (2.4590724309285483) | > loss_gen: 2.330176830291748 (2.3246397177378335) | > loss_kl: 2.721047878265381 (2.9699016412099204) | > loss_feat: 5.945481300354004 (5.78361980120341) | > loss_mel: 16.930557250976562 (16.419352690378826) | > loss_duration: 2.134209156036377 (2.3621263901392617) | > loss_1: 30.061471939086914 (29.85964012145996)  --> STEP: 7 | > loss_disc: 2.368927240371704 (2.4461945465632846) | > loss_disc_real_0: 0.10954178124666214 (0.1445664827312742) | > loss_disc_real_1: 0.16696582734584808 (0.17964134684630803) | > loss_disc_real_2: 0.1902163028717041 (0.20389864487307413) | > loss_disc_real_3: 0.21532578766345978 (0.23851567293916429) | > loss_disc_real_4: 0.20486652851104736 (0.2395140188080924) | > loss_disc_real_5: 0.19284139573574066 (0.2225248111145837) | > loss_0: 2.368927240371704 (2.4461945465632846) | > loss_gen: 2.0340828895568848 (2.2831315994262695) | > loss_kl: 3.630930185317993 (3.0643342903682163) | > loss_feat: 4.8948163986206055 (5.656647886548724) | > loss_mel: 17.283157348632812 (16.54275335584368) | > loss_duration: 2.616694927215576 (2.398493324007307) | > loss_1: 30.459680557250977 (29.94536018371582)  --> STEP: 8 | > loss_disc: 2.4058539867401123 (2.441151976585388) | > loss_disc_real_0: 0.15848073363304138 (0.1463057640939951) | > loss_disc_real_1: 0.20123986899852753 (0.18234116211533546) | > loss_disc_real_2: 0.21233496069908142 (0.20495318435132504) | > loss_disc_real_3: 0.2211303412914276 (0.2363425064831972) | > loss_disc_real_4: 0.18631784617900848 (0.2328644972294569) | > loss_disc_real_5: 0.20554082095623016 (0.2204018123447895) | > loss_0: 2.4058539867401123 (2.441151976585388) | > loss_gen: 2.2063229084014893 (2.273530513048172) | > loss_kl: 3.363990545272827 (3.1017913222312927) | > loss_feat: 6.2331013679504395 (5.728704571723938) | > loss_mel: 14.149603843688965 (16.24360966682434) | > loss_duration: 2.3704748153686523 (2.394991010427475) | > loss_1: 28.32349395751953 (29.742626905441284)  --> STEP: 9 | > loss_disc: 2.4381935596466064 (2.4408232635921903) | > loss_disc_real_0: 0.21378177404403687 (0.15380309853288862) | > loss_disc_real_1: 0.2226712703704834 (0.18682228525479636) | > loss_disc_real_2: 0.2440480887889862 (0.2092970626221763) | > loss_disc_real_3: 0.2676241993904114 (0.23981825013955435) | > loss_disc_real_4: 0.2672491669654846 (0.23668501608901554) | > loss_disc_real_5: 0.2825455069541931 (0.2273066673013899) | > loss_0: 2.4381935596466064 (2.4408232635921903) | > loss_gen: 2.508749485015869 (2.2996659543779163) | > loss_kl: 2.2705259323120117 (3.0094285011291504) | > loss_feat: 6.939084053039551 (5.8631911807590065) | > loss_mel: 18.013025283813477 (16.440211402045357) | > loss_duration: 2.170732259750366 (2.3700733714633517) | > loss_1: 31.902116775512695 (29.982570224338108)  --> STEP: 10 | > loss_disc: 2.5716941356658936 (2.4539103507995605) | > loss_disc_real_0: 0.17555135488510132 (0.1559779241681099) | > loss_disc_real_1: 0.23558244109153748 (0.19169830083847045) | > loss_disc_real_2: 0.22943773865699768 (0.21131113022565842) | > loss_disc_real_3: 0.2731674313545227 (0.24315316826105118) | > loss_disc_real_4: 0.275296151638031 (0.24054612964391708) | > loss_disc_real_5: 0.2434043437242508 (0.228916434943676) | > loss_0: 2.5716941356658936 (2.4539103507995605) | > loss_gen: 2.2992687225341797 (2.2996262311935425) | > loss_kl: 3.032634973526001 (3.0117491483688354) | > loss_feat: 4.936984062194824 (5.770570468902588) | > loss_mel: 14.359580039978027 (16.232148265838624) | > loss_duration: 2.342404842376709 (2.3673065185546873) | > loss_1: 26.97087287902832 (29.681400489807128)  --> STEP: 11 | > loss_disc: 2.311678886413574 (2.440980217673562) | > loss_disc_real_0: 0.0708867684006691 (0.148242364552888) | > loss_disc_real_1: 0.18329647183418274 (0.19093449820171704) | > loss_disc_real_2: 0.22773613035678864 (0.21280431205576117) | > loss_disc_real_3: 0.2129296511411667 (0.24040557579560715) | > loss_disc_real_4: 0.23580805957317352 (0.24011539600112222) | > loss_disc_real_5: 0.3165958523750305 (0.23688729107379913) | > loss_0: 2.311678886413574 (2.440980217673562) | > loss_gen: 2.3846993446350098 (2.307360150597312) | > loss_kl: 3.847115993499756 (3.0876915888352827) | > loss_feat: 6.561347961425781 (5.842459331859242) | > loss_mel: 17.29566192626953 (16.328831325877797) | > loss_duration: 2.4828336238861084 (2.3778089826757256) | > loss_1: 32.571659088134766 (29.944151271473277)  --> STEP: 12 | > loss_disc: 2.4614357948303223 (2.442684849103292) | > loss_disc_real_0: 0.14037829637527466 (0.1475870255380869) | > loss_disc_real_1: 0.22658424079418182 (0.19390531008442244) | > loss_disc_real_2: 0.2795904576778412 (0.2183698241909345) | > loss_disc_real_3: 0.28366318345069885 (0.24401037643353143) | > loss_disc_real_4: 0.2869669198989868 (0.2440196896592776) | > loss_disc_real_5: 0.25870925188064575 (0.23870578780770302) | > loss_0: 2.4614357948303223 (2.442684849103292) | > loss_gen: 2.6701717376708984 (2.3375944495201106) | > loss_kl: 2.3724238872528076 (3.028085947036743) | > loss_feat: 5.821650981903076 (5.840725302696228) | > loss_mel: 17.824684143066406 (16.45348572731018) | > loss_duration: 2.283259868621826 (2.3699298898379006) | > loss_1: 30.972190856933594 (30.029821236928303)  --> STEP: 13 | > loss_disc: 2.3429014682769775 (2.4350092044243445) | > loss_disc_real_0: 0.10368765890598297 (0.14421015118177122) | > loss_disc_real_1: 0.18734951317310333 (0.19340101801432097) | > loss_disc_real_2: 0.2524562478065491 (0.220991856776751) | > loss_disc_real_3: 0.2145138382911682 (0.24174141196104196) | > loss_disc_real_4: 0.19816458225250244 (0.24049237370491028) | > loss_disc_real_5: 0.15111641585826874 (0.2319681438115927) | > loss_0: 2.3429014682769775 (2.4350092044243445) | > loss_gen: 2.1840760707855225 (2.3257853434636035) | > loss_kl: 3.1328184604644775 (3.036142294223492) | > loss_feat: 6.634716033935547 (5.90180151279156) | > loss_mel: 15.601232528686523 (16.387927788954514) | > loss_duration: 2.2586631774902344 (2.3613709119650035) | > loss_1: 29.811506271362305 (30.013027778038612)  --> STEP: 14 | > loss_disc: 2.4196033477783203 (2.4339087860924855) | > loss_disc_real_0: 0.14567436277866364 (0.14431473772440637) | > loss_disc_real_1: 0.1577257364988327 (0.1908527836203575) | > loss_disc_real_2: 0.22384124994277954 (0.22119538486003876) | > loss_disc_real_3: 0.20584088563919067 (0.2391770886523383) | > loss_disc_real_4: 0.22366087138652802 (0.23929012353931153) | > loss_disc_real_5: 0.1901605725288391 (0.22898188871996744) | > loss_0: 2.4196033477783203 (2.4339087860924855) | > loss_gen: 2.2083427906036377 (2.3173965896878914) | > loss_kl: 3.0883545875549316 (3.0398717437471663) | > loss_feat: 7.2700982093811035 (5.999536991119385) | > loss_mel: 18.353425979614258 (16.52832051685878) | > loss_duration: 2.411652088165283 (2.3649624245507375) | > loss_1: 33.33187484741211 (30.25008828299386)  --> STEP: 15 | > loss_disc: 2.443347454071045 (2.4345380306243896) | > loss_disc_real_0: 0.12148678302764893 (0.14279287407795588) | > loss_disc_real_1: 0.16863425076007843 (0.1893715480963389) | > loss_disc_real_2: 0.1806194931268692 (0.21849032541116079) | > loss_disc_real_3: 0.22612854838371277 (0.23830718596776326) | > loss_disc_real_4: 0.2976016700267792 (0.2431775599718094) | > loss_disc_real_5: 0.308297336101532 (0.23426958521207172) | > loss_0: 2.443347454071045 (2.4345380306243896) | > loss_gen: 2.259740114212036 (2.313552824656168) | > loss_kl: 2.7152180671691895 (3.0182281653086345) | > loss_feat: 7.454806804656982 (6.096554978688558) | > loss_mel: 17.574752807617188 (16.59808266957601) | > loss_duration: 2.321218252182007 (2.362046146392822) | > loss_1: 32.32573699951172 (30.388464864095052)  --> STEP: 16 | > loss_disc: 2.654648780822754 (2.4482949525117874) | > loss_disc_real_0: 0.19539013504981995 (0.14608020288869739) | > loss_disc_real_1: 0.1998656839132309 (0.19002743158489466) | > loss_disc_real_2: 0.27383527159690857 (0.22194938454777002) | > loss_disc_real_3: 0.23468051850795746 (0.2380805192515254) | > loss_disc_real_4: 0.27543526887893677 (0.24519366677850485) | > loss_disc_real_5: 0.27303630113601685 (0.2366925049573183) | > loss_0: 2.654648780822754 (2.4482949525117874) | > loss_gen: 2.2819859981536865 (2.3115798979997626) | > loss_kl: 2.8201870918273926 (3.005850598216057) | > loss_feat: 6.959071636199951 (6.15046226978302) | > loss_mel: 15.853166580200195 (16.55152541399002) | > loss_duration: 2.4213972091674805 (2.3657555878162384) | > loss_1: 30.33580780029297 (30.385173797607422)  --> STEP: 17 | > loss_disc: 2.6793460845947266 (2.46188619557549) | > loss_disc_real_0: 0.12239959090948105 (0.14468722571344936) | > loss_disc_real_1: 0.14839747548103333 (0.1875786106376087) | > loss_disc_real_2: 0.25524669885635376 (0.22390805009533377) | > loss_disc_real_3: 0.22623690962791443 (0.23738383633248947) | > loss_disc_real_4: 0.2921655774116516 (0.24795672034516053) | > loss_disc_real_5: 0.34582439064979553 (0.24311202764511108) | > loss_0: 2.6793460845947266 (2.46188619557549) | > loss_gen: 2.25224232673645 (2.3080894526313323) | > loss_kl: 2.2306313514709473 (2.96024946605458) | > loss_feat: 6.860269069671631 (6.192215610952938) | > loss_mel: 16.573678970336914 (16.552828564363367) | > loss_duration: 2.395951747894287 (2.367531832526712) | > loss_1: 30.312774658203125 (30.380915024701288)  --> STEP: 18 | > loss_disc: 2.278411626815796 (2.451693163977729) | > loss_disc_real_0: 0.14753013849258423 (0.1448451653122902) | > loss_disc_real_1: 0.20093321800231934 (0.18832053326898152) | > loss_disc_real_2: 0.20744256675243378 (0.22299330102072823) | > loss_disc_real_3: 0.23880033195018768 (0.2374625305334727) | > loss_disc_real_4: 0.2447844296693802 (0.24778048197428384) | > loss_disc_real_5: 0.22087563574314117 (0.24187667253944609) | > loss_0: 2.278411626815796 (2.451693163977729) | > loss_gen: 2.729142904281616 (2.3314813110563484) | > loss_kl: 3.191887855529785 (2.973118265469869) | > loss_feat: 8.017319679260254 (6.293610281414455) | > loss_mel: 17.922637939453125 (16.628929085201687) | > loss_duration: 2.2974321842193604 (2.363637407620748) | > loss_1: 34.15842056274414 (30.590776443481445)  --> STEP: 19 | > loss_disc: 2.364976406097412 (2.447129124089291) | > loss_disc_real_0: 0.0664956122636795 (0.14072150462552122) | > loss_disc_real_1: 0.18720324337482452 (0.1882617285377101) | > loss_disc_real_2: 0.18597210943698883 (0.221044817253163) | > loss_disc_real_3: 0.19558237493038177 (0.23525831181752055) | > loss_disc_real_4: 0.25926053524017334 (0.2483846953040675) | > loss_disc_real_5: 0.20865818858146667 (0.2401283312784998) | > loss_0: 2.364976406097412 (2.447129124089291) | > loss_gen: 2.0849761962890625 (2.318507357647544) | > loss_kl: 2.325636148452759 (2.939040259311074) | > loss_feat: 6.604160308837891 (6.3099550196999) | > loss_mel: 17.03765869140625 (16.65044116973877) | > loss_duration: 2.3842172622680664 (2.3647205578653434) | > loss_1: 30.436649322509766 (30.582664489746094)  --> STEP: 20 | > loss_disc: 2.5540966987609863 (2.452477502822876) | > loss_disc_real_0: 0.14287593960762024 (0.14082922637462617) | > loss_disc_real_1: 0.15353083610534668 (0.1865251839160919) | > loss_disc_real_2: 0.2780144214630127 (0.22389329746365547) | > loss_disc_real_3: 0.27495113015174866 (0.23724295273423196) | > loss_disc_real_4: 0.27738186717033386 (0.24983455389738082) | > loss_disc_real_5: 0.28428319096565247 (0.24233607426285744) | > loss_0: 2.5540966987609863 (2.452477502822876) | > loss_gen: 2.2787108421325684 (2.3165175318717948) | > loss_kl: 2.097533941268921 (2.896964943408966) | > loss_feat: 6.100496768951416 (6.299482107162476) | > loss_mel: 16.283422470092773 (16.63209023475647) | > loss_duration: 2.3495779037475586 (2.3639634251594543) | > loss_1: 29.1097412109375 (30.509018325805663)  --> STEP: 21 | > loss_disc: 2.5592265129089355 (2.4575607890174505) | > loss_disc_real_0: 0.19975943863391876 (0.143635426958402) | > loss_disc_real_1: 0.23376557230949402 (0.18877472622053965) | > loss_disc_real_2: 0.24791750311851501 (0.22503730725674403) | > loss_disc_real_3: 0.2215718924999237 (0.23649671177069345) | > loss_disc_real_4: 0.2196808010339737 (0.24839866090388524) | > loss_disc_real_5: 0.17235858738422394 (0.2390038129829225) | > loss_0: 2.5592265129089355 (2.4575607890174505) | > loss_gen: 2.3073713779449463 (2.316082000732421) | > loss_kl: 3.568166494369507 (2.9289269220261347) | > loss_feat: 4.818521022796631 (6.228960150764102) | > loss_mel: 13.819219589233398 (16.498144013541086) | > loss_duration: 2.1440372467041016 (2.3534907499949136) | > loss_1: 26.65731430053711 (30.325603848411923)  --> STEP: 22 | > loss_disc: 2.6363401412963867 (2.4656871232119477) | > loss_disc_real_0: 0.24371613562107086 (0.1481845500794324) | > loss_disc_real_1: 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loss_disc_real_4: 0.24792535603046417 (0.24907207877739615) | > loss_disc_real_5: 0.24491460621356964 (0.24017719017422717) | > loss_0: 2.7324204444885254 (2.477284224137016) | > loss_gen: 1.7945724725723267 (2.3058648264926402) | > loss_kl: 2.7121634483337402 (2.888306876887446) | > loss_feat: 5.03762674331665 (6.239419170047926) | > loss_mel: 15.655782699584961 (16.519364274066426) | > loss_duration: 2.3104782104492188 (2.3447228825610615) | > loss_1: 27.510623931884766 (30.297678076702617)  --> STEP: 24 | > loss_disc: 2.423330307006836 (2.475036144256592) | > loss_disc_real_0: 0.14155465364456177 (0.14546335116028783) | > loss_disc_real_1: 0.1443871259689331 (0.18682302410403887) | > loss_disc_real_2: 0.19817836582660675 (0.2265870707730452) | > loss_disc_real_3: 0.26512715220451355 (0.24096709676086903) | > loss_disc_real_4: 0.21945957839488983 (0.24783822459479174) | > loss_disc_real_5: 0.19011735916137695 (0.2380913638820251) | > loss_0: 2.423330307006836 (2.475036144256592) | > loss_gen: 2.1649539470672607 (2.299993539849916) | > loss_kl: 2.8032634258270264 (2.8847633997599282) | > loss_feat: 5.4521708488464355 (6.206617156664531) | > loss_mel: 17.817264556884766 (16.57344345251719) | > loss_duration: 2.4558000564575195 (2.349351098140081) | > loss_1: 30.693450927734375 (30.314168612162273)  --> STEP: 25 | > loss_disc: 2.8611197471618652 (2.4904794883728028) | > loss_disc_real_0: 0.1904212236404419 (0.14726166605949398) | > loss_disc_real_1: 0.24678251147270203 (0.1892214035987854) | > loss_disc_real_2: 0.21469809114933014 (0.22611151158809661) | > loss_disc_real_3: 0.26562580466270447 (0.24195344507694244) | > loss_disc_real_4: 0.2563076913356781 (0.24817700326442718) | > loss_disc_real_5: 0.33247271180152893 (0.24186661779880525) | > loss_0: 2.8611197471618652 (2.4904794883728028) | > loss_gen: 1.9496495723724365 (2.2859797811508167) | > loss_kl: 3.2259023189544678 (2.89840895652771) | > loss_feat: 7.023928165435791 (6.239309597015381) | > loss_mel: 16.441015243530273 (16.568146324157713) | > loss_duration: 2.457327127456665 (2.353670139312744) | > loss_1: 31.097822189331055 (30.345514755249024)  --> STEP: 26 | > loss_disc: 2.6087288856506348 (2.495027542114258) | > loss_disc_real_0: 0.255977988243103 (0.15144306306655586) | > loss_disc_real_1: 0.19596704840660095 (0.18948085147600907) | > loss_disc_real_2: 0.2812211811542511 (0.22823111426371795) | > loss_disc_real_3: 0.18791329860687256 (0.2398749779050167) | > loss_disc_real_4: 0.23412221670150757 (0.24763643455046874) | > loss_disc_real_5: 0.2596585750579834 (0.24255092384723517) | > loss_0: 2.6087288856506348 (2.495027542114258) | > loss_gen: 2.158590793609619 (2.2810802047069245) | > loss_kl: 2.567936658859253 (2.8856984835404615) | > loss_feat: 6.806595802307129 (6.261128297218909) | > loss_mel: 9.914594650268555 (16.312240490546593) | > loss_duration: 2.300999402999878 (2.3516443417622495) | > loss_1: 23.748716354370117 (30.091791739830605) --> EVAL PERFORMANCE | > avg_loader_time: 0.002297383088331956 (-0.00011450510758620079) | > avg_loss_disc: 2.495027542114258 (+0.05669299455789423) | > avg_loss_disc_real_0: 0.15144306306655586 (-0.016817473734800664) | > avg_loss_disc_real_1: 0.18948085147600907 (+0.008051227491635532) | > avg_loss_disc_real_2: 0.22823111426371795 (+0.033562449595102906) | > avg_loss_disc_real_3: 0.2398749779050167 (-0.019447667667498975) | > avg_loss_disc_real_4: 0.24763643455046874 (-0.0004239426209376451) | > avg_loss_disc_real_5: 0.24255092384723517 (-0.007430959779482604) | > avg_loss_0: 2.495027542114258 (+0.05669299455789423) | > avg_loss_gen: 2.2810802047069245 (-0.08705865878325314) | > avg_loss_kl: 2.8856984835404615 (-0.13780610377971936) | > avg_loss_feat: 6.261128297218909 (-0.07699238337003322) | > avg_loss_mel: 16.312240490546593 (-0.6714193270756645) | > avg_loss_duration: 2.3516443417622495 (-0.008092706020061957) | > avg_loss_1: 30.091791739830605 (-0.9813690919142495) > BEST MODEL : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/best_model_351671.pth  > EPOCH: 799/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:35:24)   --> TIME: 2024-06-12 02:35:26 -- STEP: 4/330 -- GLOBAL_STEP: 351675 | > loss_disc: 2.2796974182128906 (2.3467054963111877) | > loss_disc_real_0: 0.07802833616733551 (0.1081940047442913) | > loss_disc_real_1: 0.19100983440876007 (0.17786580696702003) | > loss_disc_real_2: 0.20254075527191162 (0.21610014513134956) | > loss_disc_real_3: 0.2206164002418518 (0.2239190973341465) | > loss_disc_real_4: 0.2268839180469513 (0.22897066920995712) | > loss_disc_real_5: 0.19390077888965607 (0.2049773931503296) | > loss_0: 2.2796974182128906 (2.3467054963111877) | > grad_norm_0: tensor(11.4807, device='cuda:0') (tensor(10.1386, device='cuda:0')) | > loss_gen: 2.6931145191192627 (2.5397132635116577) | > loss_kl: 1.8086698055267334 (1.9364434480667114) | > loss_feat: 7.493012428283691 (6.854283571243286) | > loss_mel: 17.845169067382812 (17.918099880218506) | > loss_duration: 2.1620545387268066 (2.168594777584076) | > loss_1: 32.00202178955078 (31.417134284973145) | > grad_norm_1: tensor(96.3805, device='cuda:0') (tensor(75.6262, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3578 (0.38282501697540283) | > loader_time: 0.0037 (0.003649473190307617)  --> TIME: 2024-06-12 02:35:36 -- STEP: 29/330 -- GLOBAL_STEP: 351700 | > loss_disc: 2.3683717250823975 (2.365914772296774) | > loss_disc_real_0: 0.11651454120874405 (0.111216367575629) | > loss_disc_real_1: 0.2533528208732605 (0.1993304136498221) | > loss_disc_real_2: 0.18646569550037384 (0.20898035425564337) | > loss_disc_real_3: 0.22834675014019012 (0.22701861272598134) | > loss_disc_real_4: 0.2477366179227829 (0.2370141405483772) | > loss_disc_real_5: 0.20199640095233917 (0.21866877377033234) | > loss_0: 2.3683717250823975 (2.365914772296774) | > grad_norm_0: tensor(18.1603, device='cuda:0') (tensor(16.7761, device='cuda:0')) | > loss_gen: 2.4937472343444824 (2.521690639956244) | > loss_kl: 1.8752585649490356 (1.914240467137304) | > loss_feat: 7.118999481201172 (6.9119534163639464) | > loss_mel: 17.724956512451172 (17.433662447436102) | > loss_duration: 1.9796735048294067 (2.014093925212992) | > loss_1: 31.192636489868164 (30.795640748122644) | > grad_norm_1: tensor(168.7409, device='cuda:0') (tensor(203.7307, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3719 (0.3665398071552145) | > loader_time: 0.0031 (0.0033892927498653017)  --> TIME: 2024-06-12 02:35:45 -- STEP: 54/330 -- GLOBAL_STEP: 351725 | > loss_disc: 2.28639554977417 (2.3604424617908624) | > loss_disc_real_0: 0.1279577910900116 (0.11011235553909231) | > loss_disc_real_1: 0.2144797146320343 (0.19742168734471002) | > loss_disc_real_2: 0.1697329431772232 (0.20907245272839511) | > loss_disc_real_3: 0.20586912333965302 (0.23107154005103642) | > loss_disc_real_4: 0.22261905670166016 (0.23609668016433716) | > loss_disc_real_5: 0.21643409132957458 (0.22230889593009595) | > loss_0: 2.28639554977417 (2.3604424617908624) | > grad_norm_0: tensor(8.4862, device='cuda:0') (tensor(15.0652, device='cuda:0')) | > loss_gen: 2.628958225250244 (2.512599181245874) | > loss_kl: 2.160292387008667 (1.9287862402421456) | > loss_feat: 8.003488540649414 (6.973307583067152) | > loss_mel: 18.359569549560547 (17.371046913994686) | > loss_duration: 1.9372973442077637 (1.9928997688823273) | > loss_1: 33.089603424072266 (30.77863958146837) | > grad_norm_1: tensor(124.3076, device='cuda:0') (tensor(190.8585, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3646 (0.36650988790724015) | > loader_time: 0.0033 (0.003510576707345468)  --> TIME: 2024-06-12 02:35:55 -- STEP: 79/330 -- GLOBAL_STEP: 351750 | > loss_disc: 2.432629346847534 (2.359428879580921) | > loss_disc_real_0: 0.10402153432369232 (0.11024472777602039) | > loss_disc_real_1: 0.21611906588077545 (0.197346198030665) | > loss_disc_real_2: 0.22493138909339905 (0.20931060763099527) | > loss_disc_real_3: 0.22975724935531616 (0.22941625174842303) | > loss_disc_real_4: 0.24981974065303802 (0.23467675002315377) | > loss_disc_real_5: 0.2465636134147644 (0.22355020838447764) | > loss_0: 2.432629346847534 (2.359428879580921) | > grad_norm_0: tensor(20.3581, device='cuda:0') (tensor(14.3337, device='cuda:0')) | > loss_gen: 2.5066945552825928 (2.499033429954624) | > loss_kl: 1.7680741548538208 (1.94540733778024) | > loss_feat: 6.704133987426758 (6.998206072215792) | > loss_mel: 17.215497970581055 (17.34495754483381) | > loss_duration: 1.9647338390350342 (1.9853438516206379) | > loss_1: 30.159133911132812 (30.772948156429244) | > grad_norm_1: tensor(92.7421, device='cuda:0') (tensor(183.6452, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3852 (0.36898880970628956) | > loader_time: 0.0038 (0.0035704479941838906)  --> TIME: 2024-06-12 02:36:04 -- STEP: 104/330 -- GLOBAL_STEP: 351775 | > loss_disc: 2.2731900215148926 (2.3510565161705035) | > loss_disc_real_0: 0.11944263428449631 (0.1106327106603063) | > loss_disc_real_1: 0.18803849816322327 (0.19655655195506722) | > loss_disc_real_2: 0.20257647335529327 (0.20780777057202962) | > loss_disc_real_3: 0.21169307827949524 (0.22925947692531806) | > loss_disc_real_4: 0.21774925291538239 (0.23336655345673746) | > loss_disc_real_5: 0.2206568866968155 (0.22283372540886587) | > loss_0: 2.2731900215148926 (2.3510565161705035) | > grad_norm_0: tensor(14.3626, device='cuda:0') (tensor(14.4137, device='cuda:0')) | > loss_gen: 2.567171335220337 (2.4988796825592337) | > loss_kl: 2.0532050132751465 (1.9514144510030746) | > loss_feat: 7.119855880737305 (6.988862321926997) | > loss_mel: 17.131933212280273 (17.29715321614193) | > loss_duration: 2.031053066253662 (1.9872305014958749) | > loss_1: 30.90321922302246 (30.723540104352512) | > grad_norm_1: tensor(290.5065, device='cuda:0') (tensor(197.5139, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3739 (0.369827002286911) | > loader_time: 0.0041 (0.0036792594652909497)  --> TIME: 2024-06-12 02:36:14 -- STEP: 129/330 -- GLOBAL_STEP: 351800 | > loss_disc: 2.2940378189086914 (2.3543202008387847) | > loss_disc_real_0: 0.10045310854911804 (0.11049529817677284) | > loss_disc_real_1: 0.19313393533229828 (0.1983303080002467) | > loss_disc_real_2: 0.20985323190689087 (0.20842634973137877) | > loss_disc_real_3: 0.27003344893455505 (0.22984649137009022) | > loss_disc_real_4: 0.2499743551015854 (0.23285365405008773) | > loss_disc_real_5: 0.22260217368602753 (0.22290221942487612) | > loss_0: 2.2940378189086914 (2.3543202008387847) | > grad_norm_0: tensor(11.3882, device='cuda:0') (tensor(15.6621, device='cuda:0')) | > loss_gen: 2.6309988498687744 (2.501094021538431) | > loss_kl: 1.9938805103302002 (1.9619388755901839) | > loss_feat: 6.948094844818115 (6.9856706774512) | > loss_mel: 17.674076080322266 (17.297657914864) | > loss_duration: 1.967700481414795 (1.990274798962497) | > loss_1: 31.214750289916992 (30.73663619876832) | > grad_norm_1: tensor(255.5834, device='cuda:0') (tensor(214.5188, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.37 (0.3739552276079045) | > loader_time: 0.0041 (0.0037839523581571356)  --> TIME: 2024-06-12 02:36:24 -- STEP: 154/330 -- GLOBAL_STEP: 351825 | > loss_disc: 2.30902361869812 (2.3538739402572846) | > loss_disc_real_0: 0.11730547994375229 (0.11110273158395445) | > loss_disc_real_1: 0.17579224705696106 (0.19864585463489806) | > loss_disc_real_2: 0.21351215243339539 (0.2085791272776467) | > loss_disc_real_3: 0.24368201196193695 (0.22899543948761827) | > loss_disc_real_4: 0.22869594395160675 (0.23267337602454347) | > loss_disc_real_5: 0.18907655775547028 (0.2219302308830348) | > loss_0: 2.30902361869812 (2.3538739402572846) | > grad_norm_0: tensor(16.9169, device='cuda:0') (tensor(16.9797, device='cuda:0')) | > loss_gen: 2.6784656047821045 (2.507682674890988) | > loss_kl: 2.155803918838501 (1.9749347095365648) | > loss_feat: 7.546747207641602 (7.008068784490808) | > loss_mel: 17.318666458129883 (17.28764457826491) | > loss_duration: 2.008159637451172 (1.9941570874932524) | > loss_1: 31.707841873168945 (30.772487751849287) | > grad_norm_1: tensor(356.3667, device='cuda:0') (tensor(232.5728, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3904 (0.3763649308836306) | > loader_time: 0.0048 (0.003855534962245396)  --> TIME: 2024-06-12 02:36:34 -- STEP: 179/330 -- GLOBAL_STEP: 351850 | > loss_disc: 2.4105710983276367 (2.3653434694812296) | > loss_disc_real_0: 0.11214759200811386 (0.11260892213556353) | > loss_disc_real_1: 0.21804070472717285 (0.19991837699986045) | > loss_disc_real_2: 0.22847150266170502 (0.21032403076494202) | > loss_disc_real_3: 0.24734051525592804 (0.23008355847950088) | > loss_disc_real_4: 0.24732902646064758 (0.2330982768335822) | > loss_disc_real_5: 0.22013375163078308 (0.2223846241415546) | > loss_0: 2.4105710983276367 (2.3653434694812296) | > grad_norm_0: tensor(16.0561, device='cuda:0') (tensor(18.3843, device='cuda:0')) | > loss_gen: 2.5288028717041016 (2.495558644140232) | > loss_kl: 2.133819341659546 (1.982802026098667) | > loss_feat: 6.690221786499023 (6.96765651116824) | > loss_mel: 16.73596954345703 (17.260484716745736) | > loss_duration: 2.0628552436828613 (2.0013719963627823) | > loss_1: 30.151668548583984 (30.70787380793907) | > grad_norm_1: tensor(421.0726, device='cuda:0') (tensor(249.4308, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.3879 (0.37824175344499145) | > loader_time: 0.0046 (0.003978382941730862)  --> TIME: 2024-06-12 02:36:44 -- STEP: 204/330 -- GLOBAL_STEP: 351875 | > loss_disc: 2.468857765197754 (2.366999813154634) | > loss_disc_real_0: 0.1522163301706314 (0.11484565921858245) | > loss_disc_real_1: 0.18188539147377014 (0.19909549906265508) | > loss_disc_real_2: 0.19741453230381012 (0.21035513340258127) | > loss_disc_real_3: 0.2140280157327652 (0.23027257299890705) | > loss_disc_real_4: 0.21390527486801147 (0.23287163981620004) | > loss_disc_real_5: 0.256864458322525 (0.22186315424886405) | > loss_0: 2.468857765197754 (2.366999813154634) | > grad_norm_0: tensor(35.5927, device='cuda:0') (tensor(20.1947, device='cuda:0')) | > loss_gen: 2.3769125938415527 (2.4980259479260902) | > loss_kl: 2.1089284420013428 (1.9981033229360394) | > loss_feat: 7.451469421386719 (6.980682550692091) | > loss_mel: 17.728954315185547 (17.229810667972938) | > loss_duration: 2.007826328277588 (2.00987146765578) | > loss_1: 31.674091339111328 (30.716493896409578) | > grad_norm_1: tensor(350.0581, device='cuda:0') (tensor(272.4841, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.4026 (0.38111502049016033) | > loader_time: 0.0051 (0.004107991854349772)  --> TIME: 2024-06-12 02:36:55 -- STEP: 229/330 -- GLOBAL_STEP: 351900 | > loss_disc: 2.4044153690338135 (2.3695215929023075) | > loss_disc_real_0: 0.05930063873529434 (0.11577099034619644) | > loss_disc_real_1: 0.18499350547790527 (0.19897464516381516) | > loss_disc_real_2: 0.19063778221607208 (0.21031296565543092) | > loss_disc_real_3: 0.21658167243003845 (0.23019912793386452) | > loss_disc_real_4: 0.25316891074180603 (0.23333990287572537) | > loss_disc_real_5: 0.23633801937103271 (0.22227121551224238) | > loss_0: 2.4044153690338135 (2.3695215929023075) | > grad_norm_0: tensor(22.3989, device='cuda:0') (tensor(21.8462, device='cuda:0')) | > loss_gen: 2.5258424282073975 (2.494472270449175) | > loss_kl: 2.051605701446533 (2.0007261688532267) | > loss_feat: 6.997817516326904 (6.9634346045781434) | > loss_mel: 17.118896484375 (17.208390764794494) | > loss_duration: 2.114961862564087 (2.018769208000217) | > loss_1: 30.809123992919922 (30.68579294796073) | > grad_norm_1: tensor(267.4262, device='cuda:0') (tensor(282.5655, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.4187 (0.38411030498654575) | > loader_time: 0.005 (0.004220418013860043)  --> TIME: 2024-06-12 02:37:06 -- STEP: 254/330 -- GLOBAL_STEP: 351925 | > loss_disc: 2.417416572570801 (2.3722758978370635) | > loss_disc_real_0: 0.1423238068819046 (0.11780452977601938) | > loss_disc_real_1: 0.1842043697834015 (0.19871913307295078) | > loss_disc_real_2: 0.19752947986125946 (0.21124644295906456) | > loss_disc_real_3: 0.220526784658432 (0.23020462856048673) | > loss_disc_real_4: 0.23286083340644836 (0.23318400533180536) | > loss_disc_real_5: 0.22620205581188202 (0.2217065654401704) | > loss_0: 2.417416572570801 (2.3722758978370635) | > grad_norm_0: tensor(7.9078, device='cuda:0') (tensor(23.1004, device='cuda:0')) | > loss_gen: 2.5445287227630615 (2.492274763077262) | > loss_kl: 2.014711856842041 (2.002975377510851) | > loss_feat: 7.472132205963135 (6.96033548370121) | > loss_mel: 17.235374450683594 (17.15922308343602) | > loss_duration: 2.0658798217773438 (2.0259927229618464) | > loss_1: 31.332626342773438 (30.640801362165316) | > grad_norm_1: tensor(400.5112, device='cuda:0') (tensor(293.9373, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.4572 (0.3881192216722985) | > loader_time: 0.0055 (0.004340836382287692)  --> TIME: 2024-06-12 02:37:17 -- STEP: 279/330 -- GLOBAL_STEP: 351950 | > loss_disc: 2.4937667846679688 (2.373988176332155) | > loss_disc_real_0: 0.23434147238731384 (0.119143704012517) | > loss_disc_real_1: 0.22130028903484344 (0.19878528173679097) | > loss_disc_real_2: 0.19642169773578644 (0.21130519704793088) | > loss_disc_real_3: 0.2512461841106415 (0.2302649440410744) | > loss_disc_real_4: 0.26864174008369446 (0.23298095802252444) | > loss_disc_real_5: 0.24945755302906036 (0.22209749656552483) | > loss_0: 2.4937667846679688 (2.373988176332155) | > grad_norm_0: tensor(56.6997, device='cuda:0') (tensor(24.4440, device='cuda:0')) | > loss_gen: 2.582610607147217 (2.4898070631061398) | > loss_kl: 2.0079023838043213 (2.006235197026242) | > loss_feat: 6.666259765625 (6.958203572098927) | > loss_mel: 16.072738647460938 (17.125155780477762) | > loss_duration: 2.128657341003418 (2.0358207892346125) | > loss_1: 29.458168029785156 (30.615222363489075) | > grad_norm_1: tensor(429.5060, device='cuda:0') (tensor(305.9256, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.4434 (0.39329045989607403) | > loader_time: 0.006 (0.0044620242170108244)  --> TIME: 2024-06-12 02:37:29 -- STEP: 304/330 -- GLOBAL_STEP: 351975 | > loss_disc: 2.3339357376098633 (2.377460844422643) | > loss_disc_real_0: 0.13261449337005615 (0.11996056323282812) | > loss_disc_real_1: 0.18298205733299255 (0.19837647848027318) | > loss_disc_real_2: 0.21162311732769012 (0.21154568069859558) | > loss_disc_real_3: 0.23139560222625732 (0.23088521760349212) | > loss_disc_real_4: 0.24904614686965942 (0.23338641265505244) | > loss_disc_real_5: 0.22948069870471954 (0.2224649466378124) | > loss_0: 2.3339357376098633 (2.377460844422643) | > grad_norm_0: tensor(29.8490, device='cuda:0') (tensor(24.8864, device='cuda:0')) | > loss_gen: 2.5268585681915283 (2.485871915754518) | > loss_kl: 1.9949538707733154 (2.0114046437175648) | > loss_feat: 7.42838191986084 (6.960510555066562) | > loss_mel: 16.555219650268555 (17.07120512033764) | > loss_duration: 2.202503204345703 (2.0472441041155864) | > loss_1: 30.707918167114258 (30.576236323306436) | > grad_norm_1: tensor(680.8586, device='cuda:0') (tensor(316.8790, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 0.4714 (0.39968207792231913) | > loader_time: 0.0066 (0.004631119339089644)  --> TIME: 2024-06-12 02:37:58 -- STEP: 329/330 -- GLOBAL_STEP: 352000 | > loss_disc: 2.6442298889160156 (2.383436650853028) | > loss_disc_real_0: 0.14726203680038452 (0.12151374982664288) | > loss_disc_real_1: 0.21227334439754486 (0.1993014671836943) | > loss_disc_real_2: 0.23592542111873627 (0.21161915964268627) | > loss_disc_real_3: 0.31715714931488037 (0.23105903748864462) | > loss_disc_real_4: 0.2855834662914276 (0.23382918627247626) | > loss_disc_real_5: 0.2771228551864624 (0.22280050891148645) | > loss_0: 2.6442298889160156 (2.383436650853028) | > grad_norm_0: tensor(8.0559, device='cuda:0') (tensor(24.5081, device='cuda:0')) | > loss_gen: 2.5311472415924072 (2.4812076751222) | > loss_kl: 2.3451099395751953 (2.023166002111232) | > loss_feat: 7.3660664558410645 (7.034748549881678) | > loss_mel: 18.01615333557129 (17.037813737399674) | > loss_duration: 2.299656391143799 (2.0622003165421896) | > loss_1: 32.55813217163086 (30.639136288303735) | > grad_norm_1: tensor(91.0664, device='cuda:0') (tensor(313.9951, device='cuda:0')) | > current_lr_0: 0.00018098897609169741 | > current_lr_1: 0.00018098897609169741 | > step_time: 14.4514 (0.4554672364405948) | > loader_time: 0.0332 (0.0050640678695632315) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_352000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5954983234405518 (2.5954983234405518) | > loss_disc_real_0: 0.22275914251804352 (0.22275914251804352) | > loss_disc_real_1: 0.24862293899059296 (0.24862293899059296) | > loss_disc_real_2: 0.24371926486492157 (0.24371926486492157) | > loss_disc_real_3: 0.306988924741745 (0.306988924741745) | > loss_disc_real_4: 0.268950879573822 (0.268950879573822) | > loss_disc_real_5: 0.27648648619651794 (0.27648648619651794) | > loss_0: 2.5954983234405518 (2.5954983234405518) | > loss_gen: 2.3661625385284424 (2.3661625385284424) | > loss_kl: 2.439676284790039 (2.439676284790039) | > loss_feat: 4.016547203063965 (4.016547203063965) | > loss_mel: 13.973642349243164 (13.973642349243164) | > loss_duration: 2.9746978282928467 (2.9746978282928467) | > loss_1: 25.770727157592773 (25.770727157592773)  --> STEP: 1 | > loss_disc: 2.359650135040283 (2.359650135040283) | > loss_disc_real_0: 0.16158592700958252 (0.16158592700958252) | > loss_disc_real_1: 0.1772807538509369 (0.1772807538509369) | > loss_disc_real_2: 0.20575694739818573 (0.20575694739818573) | > loss_disc_real_3: 0.21174666285514832 (0.21174666285514832) | > loss_disc_real_4: 0.19515138864517212 (0.19515138864517212) | > loss_disc_real_5: 0.24242843687534332 (0.24242843687534332) | > loss_0: 2.359650135040283 (2.359650135040283) | > loss_gen: 2.439408540725708 (2.439408540725708) | > loss_kl: 2.687823534011841 (2.687823534011841) | > loss_feat: 6.152376651763916 (6.152376651763916) | > loss_mel: 16.998083114624023 (16.998083114624023) | > loss_duration: 2.354696273803711 (2.354696273803711) | > loss_1: 30.632389068603516 (30.632389068603516)  --> STEP: 2 | > loss_disc: 2.343946933746338 (2.3517985343933105) | > loss_disc_real_0: 0.08167874813079834 (0.12163233757019043) | > loss_disc_real_1: 0.2471737265586853 (0.2122272402048111) | > loss_disc_real_2: 0.19845978915691376 (0.20210836827754974) | > loss_disc_real_3: 0.2492958903312683 (0.2305212765932083) | > loss_disc_real_4: 0.2375369369983673 (0.21634416282176971) | > loss_disc_real_5: 0.3094048798084259 (0.2759166583418846) | > loss_0: 2.343946933746338 (2.3517985343933105) | > loss_gen: 2.656015157699585 (2.5477118492126465) | > loss_kl: 2.7794582843780518 (2.7336409091949463) | > loss_feat: 5.879488468170166 (6.015932559967041) | > loss_mel: 19.363750457763672 (18.180916786193848) | > loss_duration: 2.5202836990356445 (2.4374899864196777) | > loss_1: 33.198997497558594 (31.915693283081055)  --> STEP: 3 | > loss_disc: 2.573030948638916 (2.425542672475179) | > loss_disc_real_0: 0.1827743500471115 (0.14201300839583078) | > loss_disc_real_1: 0.19032052159309387 (0.20492500066757202) | > loss_disc_real_2: 0.20100833475589752 (0.201741690436999) | > loss_disc_real_3: 0.24182561039924622 (0.2342893878618876) | > loss_disc_real_4: 0.2656909227371216 (0.23279308279355368) | > loss_disc_real_5: 0.32078564167022705 (0.2908729861179988) | > loss_0: 2.573030948638916 (2.425542672475179) | > loss_gen: 2.5234341621398926 (2.539619286855062) | > loss_kl: 3.032555341720581 (2.8332790533701577) | > loss_feat: 6.993791103363037 (6.341885407765706) | > loss_mel: 19.28394889831543 (18.548594156901043) | > loss_duration: 2.3130640983581543 (2.39601469039917) | > loss_1: 34.146793365478516 (32.659393310546875)  --> STEP: 4 | > loss_disc: 2.5454862117767334 (2.4555285573005676) | > loss_disc_real_0: 0.26916375756263733 (0.17380069568753242) | > loss_disc_real_1: 0.1303970366716385 (0.18629300966858864) | > loss_disc_real_2: 0.2152692675590515 (0.20512358471751213) | > loss_disc_real_3: 0.2805861532688141 (0.24586357921361923) | > loss_disc_real_4: 0.20771028101444244 (0.22652238234877586) | > loss_disc_real_5: 0.2344631850719452 (0.27677053585648537) | > loss_0: 2.5454862117767334 (2.4555285573005676) | > loss_gen: 2.3894097805023193 (2.502066910266876) | > loss_kl: 3.1726300716400146 (2.918116807937622) | > loss_feat: 7.2136311531066895 (6.559821844100952) | > loss_mel: 16.854990005493164 (18.125193119049072) | > loss_duration: 2.308196544647217 (2.3740601539611816) | > loss_1: 31.938858032226562 (32.4792594909668)  --> STEP: 5 | > loss_disc: 2.2284510135650635 (2.410113048553467) | > loss_disc_real_0: 0.2562467157840729 (0.19028989970684052) | > loss_disc_real_1: 0.15719851851463318 (0.18047411143779754) | > loss_disc_real_2: 0.1345636248588562 (0.19101159274578094) | > loss_disc_real_3: 0.21962420642375946 (0.24061570465564727) | > loss_disc_real_4: 0.18640363216400146 (0.21849863231182098) | > loss_disc_real_5: 0.20481666922569275 (0.26237976253032685) | > loss_0: 2.2284510135650635 (2.410113048553467) | > loss_gen: 2.6594977378845215 (2.5335530757904055) | > loss_kl: 2.460474967956543 (2.826588439941406) | > loss_feat: 6.950693607330322 (6.637996196746826) | > loss_mel: 19.074260711669922 (18.31500663757324) | > loss_duration: 2.414907455444336 (2.3822296142578123) | > loss_1: 33.559837341308594 (32.69537506103516)  --> STEP: 6 | > loss_disc: 2.4733219146728516 (2.4206478595733643) | > loss_disc_real_0: 0.12244221568107605 (0.1789819523692131) | > loss_disc_real_1: 0.21983395516872406 (0.18703408539295197) | > loss_disc_real_2: 0.23714616894721985 (0.1987006887793541) | > loss_disc_real_3: 0.29886043071746826 (0.2503231589992841) | > loss_disc_real_4: 0.1899605393409729 (0.2137422834833463) | > loss_disc_real_5: 0.20063301920890808 (0.25208863864342373) | > loss_0: 2.4733219146728516 (2.4206478595733643) | > loss_gen: 2.269188642501831 (2.489492336908976) | > loss_kl: 2.834610939025879 (2.827925523122152) | > loss_feat: 5.117676734924316 (6.384609619776408) | > loss_mel: 17.842557907104492 (18.236265182495117) | > loss_duration: 2.204244613647461 (2.3525654474894204) | > loss_1: 30.268278121948242 (32.29085890452067)  --> STEP: 7 | > loss_disc: 2.7403159141540527 (2.4663147245134627) | > loss_disc_real_0: 0.3249216079711914 (0.19983047459806716) | > loss_disc_real_1: 0.16770225763320923 (0.18427239571298873) | > loss_disc_real_2: 0.24988318979740143 (0.20601247463907515) | > loss_disc_real_3: 0.26722607016563416 (0.25273786059447695) | > loss_disc_real_4: 0.2782074511051178 (0.22295159314359939) | > loss_disc_real_5: 0.3079553544521332 (0.26006959804466795) | > loss_0: 2.7403159141540527 (2.4663147245134627) | > loss_gen: 2.390880823135376 (2.475404977798462) | > loss_kl: 4.184786319732666 (3.0217627797807967) | > loss_feat: 5.192329406738281 (6.214283875056675) | > loss_mel: 17.866891860961914 (18.18349756513323) | > loss_duration: 2.6000277996063232 (2.3879172120775496) | > loss_1: 32.23491668701172 (32.28286715916225)  --> STEP: 8 | > loss_disc: 2.5137264728546143 (2.4722411930561066) | > loss_disc_real_0: 0.33848243951797485 (0.2171619702130556) | > loss_disc_real_1: 0.15929009020328522 (0.18114960752427578) | > loss_disc_real_2: 0.19568514823913574 (0.20472155883908272) | > loss_disc_real_3: 0.273023396730423 (0.2552735526114702) | > loss_disc_real_4: 0.20553246140480042 (0.2207742016762495) | > loss_disc_real_5: 0.2572237551212311 (0.2597138676792383) | > loss_0: 2.5137264728546143 (2.4722411930561066) | > loss_gen: 2.512263059616089 (2.4800122380256653) | > loss_kl: 3.056424379348755 (3.0260954797267914) | > loss_feat: 8.813567161560059 (6.539194285869598) | > loss_mel: 15.853529930114746 (17.89225161075592) | > loss_duration: 2.2346763610839844 (2.368762105703354) | > loss_1: 32.470458984375 (32.30631613731384)  --> STEP: 9 | > loss_disc: 2.3079721927642822 (2.4539890819125705) | > loss_disc_real_0: 0.19415533542633057 (0.21460567745897505) | > loss_disc_real_1: 0.11018644273281097 (0.17326481143633524) | > loss_disc_real_2: 0.18077225983142853 (0.20206052561601004) | > loss_disc_real_3: 0.2452417016029358 (0.25415890249941087) | > loss_disc_real_4: 0.20756611227989197 (0.21930663618776533) | > loss_disc_real_5: 0.21653254330158234 (0.25491594274838764) | > loss_0: 2.3079721927642822 (2.4539890819125705) | > loss_gen: 2.451251745223999 (2.476816627714369) | > loss_kl: 2.7202208042144775 (2.9921094046698675) | > loss_feat: 9.237417221069336 (6.838996834225124) | > loss_mel: 18.563323974609375 (17.96681520673964) | > loss_duration: 2.1599082946777344 (2.345556126700507) | > loss_1: 35.13212203979492 (32.62029457092285)  --> STEP: 10 | > loss_disc: 2.4957785606384277 (2.4581680297851562) | > loss_disc_real_0: 0.16447171568870544 (0.2095922812819481) | > loss_disc_real_1: 0.18038950860500336 (0.17397728115320205) | > loss_disc_real_2: 0.21315492689609528 (0.20316996574401855) | > loss_disc_real_3: 0.26315146684646606 (0.2550581589341164) | > loss_disc_real_4: 0.27821657061576843 (0.22519762963056564) | > loss_disc_real_5: 0.35954225063323975 (0.2653785735368729) | > loss_0: 2.4957785606384277 (2.4581680297851562) | > loss_gen: 2.4993913173675537 (2.4790740966796876) | > loss_kl: 3.0013301372528076 (2.9930314779281617) | > loss_feat: 6.637062072753906 (6.818803358078003) | > loss_mel: 17.818571090698242 (17.951990795135497) | > loss_duration: 2.3036882877349854 (2.3413693428039553) | > loss_1: 32.26004409790039 (32.584269523620605)  --> STEP: 11 | > loss_disc: 2.5069491863250732 (2.4626026803796943) | > loss_disc_real_0: 0.2625521719455719 (0.21440681679682297) | > loss_disc_real_1: 0.25317564606666565 (0.18117713250897147) | > loss_disc_real_2: 0.24062158167362213 (0.20657465810125525) | > loss_disc_real_3: 0.2342982441186905 (0.2531708939508958) | > loss_disc_real_4: 0.18373911082744598 (0.22142867337573657) | > loss_disc_real_5: 0.2079501897096634 (0.26015781137076294) | > loss_0: 2.5069491863250732 (2.4626026803796943) | > loss_gen: 2.5248937606811523 (2.483239520679821) | > loss_kl: 3.94211483001709 (3.0793117826635186) | > loss_feat: 5.972847938537598 (6.741898319937966) | > loss_mel: 17.970945358276367 (17.953713937239215) | > loss_duration: 2.557664632797241 (2.361032550985163) | > loss_1: 32.96846389770508 (32.619196284901015)  --> STEP: 12 | > loss_disc: 2.181950330734253 (2.4392149845759072) | > loss_disc_real_0: 0.1547045260667801 (0.20943162590265274) | > loss_disc_real_1: 0.1716744303703308 (0.18038524066408476) | > loss_disc_real_2: 0.21394284069538116 (0.2071886733174324) | > loss_disc_real_3: 0.22866317629814148 (0.25112858414649963) | > loss_disc_real_4: 0.2019181251525879 (0.21980279435714087) | > loss_disc_real_5: 0.20838646590709686 (0.2558435325821241) | > loss_0: 2.181950330734253 (2.4392149845759072) | > loss_gen: 2.6811587810516357 (2.499732792377472) | > loss_kl: 2.689108371734619 (3.046794831752777) | > loss_feat: 5.700541973114014 (6.655118624369304) | > loss_mel: 17.762659072875977 (17.937792698542278) | > loss_duration: 2.280456066131592 (2.354317843914032) | > loss_1: 31.113924026489258 (32.49375693003337)  --> STEP: 13 | > loss_disc: 2.166194438934326 (2.4182134041419396) | > loss_disc_real_0: 0.10923382639884949 (0.20172410286389864) | > loss_disc_real_1: 0.1705004870891571 (0.17962487500447494) | > loss_disc_real_2: 0.18108555674552917 (0.20518074127343985) | > loss_disc_real_3: 0.18043912947177887 (0.24569093378690574) | > loss_disc_real_4: 0.13445237278938293 (0.21323737731346717) | > loss_disc_real_5: 0.18683300912380219 (0.25053503077763783) | > loss_0: 2.166194438934326 (2.4182134041419396) | > loss_gen: 2.50171160697937 (2.49988500888531) | > loss_kl: 2.8811044692993164 (3.034049419256357) | > loss_feat: 8.228687286376953 (6.776162367600661) | > loss_mel: 16.180126190185547 (17.802587582514835) | > loss_duration: 2.2083144187927246 (2.343086811212393) | > loss_1: 31.999942779541016 (32.455771226149345)  --> STEP: 14 | > loss_disc: 2.406977653503418 (2.4174108505249023) | > loss_disc_real_0: 0.1924297958612442 (0.20106022379228047) | > loss_disc_real_1: 0.14756017923355103 (0.17733453959226608) | > loss_disc_real_2: 0.27389341592788696 (0.2100887894630432) | > loss_disc_real_3: 0.2591123878955841 (0.24664960908038275) | > loss_disc_real_4: 0.1999271661043167 (0.212286647941385) | > loss_disc_real_5: 0.24263496696949005 (0.2499707405056273) | > loss_0: 2.406977653503418 (2.4174108505249023) | > loss_gen: 2.5878214836120605 (2.5061661856515065) | > loss_kl: 3.9331657886505127 (3.0982720170702254) | > loss_feat: 6.922189712524414 (6.786592892238072) | > loss_mel: 18.603229522705078 (17.859776292528426) | > loss_duration: 2.363954544067383 (2.344577363559178) | > loss_1: 34.410362243652344 (32.5953848702567)  --> STEP: 15 | > loss_disc: 2.62127685546875 (2.431001917521159) | > loss_disc_real_0: 0.32594120502471924 (0.20938562254110973) | > loss_disc_real_1: 0.20750536024570465 (0.17934592763582866) | > loss_disc_real_2: 0.20097185671329498 (0.20948099394639333) | > loss_disc_real_3: 0.27303704619407654 (0.248408771554629) | > loss_disc_real_4: 0.1893588900566101 (0.21075813074906666) | > loss_disc_real_5: 0.3269089460372925 (0.2550999542077383) | > loss_0: 2.62127685546875 (2.431001917521159) | > loss_gen: 2.818106174468994 (2.5269621849060058) | > loss_kl: 3.1827046871185303 (3.1039008617401125) | > loss_feat: 7.625311851501465 (6.842507489522299) | > loss_mel: 16.882770538330078 (17.794642575581868) | > loss_duration: 2.4214677810668945 (2.349703391393026) | > loss_1: 32.930362701416016 (32.61771672566732)  --> STEP: 16 | > loss_disc: 2.595536231994629 (2.4412853121757507) | > loss_disc_real_0: 0.2665851414203644 (0.21296059247106314) | > loss_disc_real_1: 0.20344102382659912 (0.1808518711477518) | > loss_disc_real_2: 0.18406958878040314 (0.20789278112351894) | > loss_disc_real_3: 0.2740807831287384 (0.25001327227801085) | > loss_disc_real_4: 0.27220991253852844 (0.21459886711090803) | > loss_disc_real_5: 0.292481005191803 (0.25743626989424234) | > loss_0: 2.595536231994629 (2.4412853121757507) | > loss_gen: 2.5412051677703857 (2.5278523713350296) | > loss_kl: 2.7110986709594727 (3.0793507248163223) | > loss_feat: 5.987926006317139 (6.789096146821976) | > loss_mel: 16.039281845092773 (17.6849325299263) | > loss_duration: 2.402585744857788 (2.3530085384845734) | > loss_1: 29.682096481323242 (32.43424046039581)  --> STEP: 17 | > loss_disc: 2.633727550506592 (2.4526054438422706) | > loss_disc_real_0: 0.2349335253238678 (0.21425311793299281) | > loss_disc_real_1: 0.20493732392787933 (0.1822686624877593) | > loss_disc_real_2: 0.2806200385093689 (0.21217085508739247) | > loss_disc_real_3: 0.2618910074234009 (0.25071196258068085) | > loss_disc_real_4: 0.22625494003295898 (0.21528451845926397) | > loss_disc_real_5: 0.29039788246154785 (0.25937518828055445) | > loss_0: 2.633727550506592 (2.4526054438422706) | > loss_gen: 2.3250679969787598 (2.5159238787258373) | > loss_kl: 2.4428017139434814 (3.041906665353214) | > loss_feat: 5.3924455642700195 (6.706940230201273) | > loss_mel: 16.900083541870117 (17.638764942393582) | > loss_duration: 2.4989781379699707 (2.361594985513126) | > loss_1: 29.559375762939453 (32.265130772310144)  --> STEP: 18 | > loss_disc: 2.712273120880127 (2.4670314258999295) | > loss_disc_real_0: 0.22604431211948395 (0.2149081842766868) | > loss_disc_real_1: 0.10634398460388184 (0.17805062482754389) | > loss_disc_real_2: 0.19303767383098602 (0.21110790057314766) | > loss_disc_real_3: 0.312203049659729 (0.2541281340850724) | > loss_disc_real_4: 0.24938306212425232 (0.21717888199620777) | > loss_disc_real_5: 0.3933179974555969 (0.26681645545694566) | > loss_0: 2.712273120880127 (2.4670314258999295) | > loss_gen: 2.4226250648498535 (2.5107406112882824) | > loss_kl: 2.8605539798736572 (3.0318315161599054) | > loss_feat: 8.065104484558105 (6.782393799887763) | > loss_mel: 18.722368240356445 (17.698965125613743) | > loss_duration: 2.2664833068847656 (2.356311003367106) | > loss_1: 34.337135314941406 (32.38024213578966)  --> STEP: 19 | > loss_disc: 2.6021347045898438 (2.474142124778346) | > loss_disc_real_0: 0.2740825414657593 (0.2180226241287432) | > loss_disc_real_1: 0.21228334307670593 (0.17985234684065768) | > loss_disc_real_2: 0.2442975640296936 (0.21285472496559746) | > loss_disc_real_3: 0.31291863322257996 (0.25722237088178335) | > loss_disc_real_4: 0.22771510481834412 (0.2177334200394781) | > loss_disc_real_5: 0.2931727468967438 (0.2682036286906192) | > loss_0: 2.6021347045898438 (2.474142124778346) | > loss_gen: 2.66298246383667 (2.5187533403697766) | > loss_kl: 2.2669975757598877 (2.991577098244115) | > loss_feat: 8.969090461730957 (6.89748309787951) | > loss_mel: 17.83490562438965 (17.70611988870721) | > loss_duration: 2.3682503700256348 (2.356939391085976) | > loss_1: 34.10222625732422 (32.47087287902832)  --> STEP: 20 | > loss_disc: 2.758648633956909 (2.4883674502372743) | > loss_disc_real_0: 0.3101802468299866 (0.2226305052638054) | > loss_disc_real_1: 0.21719729900360107 (0.18171959444880487) | > loss_disc_real_2: 0.1997663974761963 (0.2122003085911274) | > loss_disc_real_3: 0.2570174038410187 (0.2572121225297451) | > loss_disc_real_4: 0.24852953851222992 (0.2192732259631157) | > loss_disc_real_5: 0.2511991262435913 (0.2673534035682678) | > loss_0: 2.758648633956909 (2.4883674502372743) | > loss_gen: 2.268968105316162 (2.5062640786170958) | > loss_kl: 2.3952417373657227 (2.961760330200195) | > loss_feat: 5.775324821472168 (6.841375184059143) | > loss_mel: 15.634750366210938 (17.602551412582397) | > loss_duration: 2.3556113243103027 (2.3568729877471926) | > loss_1: 28.42989730834961 (32.268824100494385)  --> STEP: 21 | > loss_disc: 2.6269030570983887 (2.494964383897327) | > loss_disc_real_0: 0.25112223625183105 (0.22398725435847328) | > loss_disc_real_1: 0.22911399602890015 (0.18397647071452367) | > loss_disc_real_2: 0.23078462481498718 (0.21308527603035882) | > loss_disc_real_3: 0.23714201152324677 (0.2562564029580071) | > loss_disc_real_4: 0.20061860978603363 (0.21838491090706416) | > loss_disc_real_5: 0.24102097749710083 (0.26609947851725985) | > loss_0: 2.6269030570983887 (2.494964383897327) | > loss_gen: 2.1142995357513428 (2.4875991003853932) | > loss_kl: 2.2073707580566406 (2.9258370172409784) | > loss_feat: 2.8109195232391357 (6.649448724020095) | > loss_mel: 10.249829292297363 (17.25242178780692) | > loss_duration: 2.14975643157959 (2.347010294596354) | > loss_1: 19.532176971435547 (31.662317094348726)  --> STEP: 22 | > loss_disc: 2.494908571243286 (2.4949618469585073) | > loss_disc_real_0: 0.23644475638866425 (0.2245535044507547) | > loss_disc_real_1: 0.12803612649440765 (0.18143372779542746) | > loss_disc_real_2: 0.19815415143966675 (0.21240658854896372) | > loss_disc_real_3: 0.2373194694519043 (0.25539563325318426) | > loss_disc_real_4: 0.2316208928823471 (0.2189865464513952) | > loss_disc_real_5: 0.2696371376514435 (0.26626028120517725) | > loss_0: 2.494908571243286 (2.4949618469585073) | > loss_gen: 2.786621570587158 (2.50119103084911) | > loss_kl: 2.475102424621582 (2.905349081212824) | > loss_feat: 8.282812118530273 (6.723692514679649) | > loss_mel: 19.268892288208008 (17.344079537825152) | > loss_duration: 2.211961269378662 (2.3408717025410044) | > loss_1: 35.025386810302734 (31.815183899619363)  --> STEP: 23 | > loss_disc: 2.530594825744629 (2.49651110690573) | > loss_disc_real_0: 0.134721577167511 (0.220647768481918) | > loss_disc_real_1: 0.19315224885940552 (0.1819432287112526) | > loss_disc_real_2: 0.23634515702724457 (0.21344739587410635) | > loss_disc_real_3: 0.29312995076179504 (0.25703625575355865) | > loss_disc_real_4: 0.26364874839782715 (0.22092838131863138) | > loss_disc_real_5: 0.24062003195285797 (0.26514548775942426) | > loss_0: 2.530594825744629 (2.49651110690573) | > loss_gen: 2.285768508911133 (2.491824834243111) | > loss_kl: 2.842484712600708 (2.902615847794906) | > loss_feat: 6.657617092132568 (6.72081967022108) | > loss_mel: 16.76310157775879 (17.318819626517918) | > loss_duration: 2.287105083465576 (2.3385340234507686) | > loss_1: 30.836076736450195 (31.772614022959832)  --> STEP: 24 | > loss_disc: 2.4515156745910645 (2.494636297225952) | > loss_disc_real_0: 0.20393699407577515 (0.21995148621499538) | > loss_disc_real_1: 0.20212525129318237 (0.182784146318833) | > loss_disc_real_2: 0.23069560527801514 (0.2141660712659359) | > loss_disc_real_3: 0.3389231860637665 (0.26044821118315065) | > loss_disc_real_4: 0.23516620695590973 (0.22152162405351797) | > loss_disc_real_5: 0.2298198938369751 (0.26367358801265556) | > loss_0: 2.4515156745910645 (2.494636297225952) | > loss_gen: 2.5243496894836426 (2.4931800365448) | > loss_kl: 1.955299735069275 (2.863144343098005) | > loss_feat: 6.181763648986816 (6.698359002669652) | > loss_mel: 15.156457901000977 (17.228721221288044) | > loss_duration: 2.3749265670776367 (2.340050379435221) | > loss_1: 28.192798614501953 (31.623455047607422)  --> STEP: 25 | > loss_disc: 2.7182486057281494 (2.50358078956604) | > loss_disc_real_0: 0.3577266335487366 (0.22546249210834504) | > loss_disc_real_1: 0.2308330088853836 (0.18470610082149502) | > loss_disc_real_2: 0.19919034838676453 (0.21356704235076904) | > loss_disc_real_3: 0.24898475408554077 (0.25998967289924624) | > loss_disc_real_4: 0.236829936504364 (0.22213395655155183) | > loss_disc_real_5: 0.29164552688598633 (0.2647924655675888) | > loss_0: 2.7182486057281494 (2.50358078956604) | > loss_gen: 2.58475661277771 (2.496843099594116) | > loss_kl: 2.4488933086395264 (2.8465743017196656) | > loss_feat: 6.1226091384887695 (6.675329008102417) | > loss_mel: 14.655311584472656 (17.12578483581543) | > loss_duration: 2.3499341011047363 (2.340445728302002) | > loss_1: 28.1615047454834 (31.484977035522462)  --> STEP: 26 | > loss_disc: 2.933457612991333 (2.520114513543936) | > loss_disc_real_0: 0.22658953070640564 (0.22550583974673197) | > loss_disc_real_1: 0.370978981256485 (0.19187044237668693) | > loss_disc_real_2: 0.1291598081588745 (0.2103206102664654) | > loss_disc_real_3: 0.19493424892425537 (0.25748754120790046) | > loss_disc_real_4: 0.15967045724391937 (0.21973151427048904) | > loss_disc_real_5: 0.3572920262813568 (0.26835014097965676) | > loss_0: 2.933457612991333 (2.520114513543936) | > loss_gen: 2.366990089416504 (2.4918487530488234) | > loss_kl: 2.6918482780456543 (2.840623300809127) | > loss_feat: 11.82143497467041 (6.8732561606627245) | > loss_mel: 18.40287208557129 (17.174903576190655) | > loss_duration: 2.2842934131622314 (2.3382860238735494) | > loss_1: 37.56743621826172 (31.718917773320126) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023560340587909408 (+5.865097045898481e-05) | > avg_loss_disc: 2.520114513543936 (+0.025086971429677973) | > avg_loss_disc_real_0: 0.22550583974673197 (+0.0740627766801761) | > avg_loss_disc_real_1: 0.19187044237668693 (+0.0023895909006778626) | > avg_loss_disc_real_2: 0.2103206102664654 (-0.017910503997252553) | > avg_loss_disc_real_3: 0.25748754120790046 (+0.01761256330288377) | > avg_loss_disc_real_4: 0.21973151427048904 (-0.027904920279979706) | > avg_loss_disc_real_5: 0.26835014097965676 (+0.025799217132421587) | > avg_loss_0: 2.520114513543936 (+0.025086971429677973) | > avg_loss_gen: 2.4918487530488234 (+0.21076854834189884) | > avg_loss_kl: 2.840623300809127 (-0.045075182731334706) | > avg_loss_feat: 6.8732561606627245 (+0.6121278634438152) | > avg_loss_mel: 17.174903576190655 (+0.862663085644062) | > avg_loss_duration: 2.3382860238735494 (-0.013358317888700011) | > avg_loss_1: 31.718917773320126 (+1.627126033489521)  > EPOCH: 800/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:38:08)   --> TIME: 2024-06-12 02:38:17 -- STEP: 24/330 -- GLOBAL_STEP: 352025 | > loss_disc: 2.229548931121826 (2.3111476997534433) | > loss_disc_real_0: 0.07586817443370819 (0.1030644727870822) | > loss_disc_real_1: 0.2008981704711914 (0.1942723896354437) | > loss_disc_real_2: 0.17865052819252014 (0.20331102920075259) | > loss_disc_real_3: 0.21304859220981598 (0.22217511758208275) | > loss_disc_real_4: 0.1986987590789795 (0.22273547885318598) | > loss_disc_real_5: 0.18409010767936707 (0.22452741426726183) | > loss_0: 2.229548931121826 (2.3111476997534433) | > grad_norm_0: tensor(4.9128, device='cuda:0') (tensor(8.6057, device='cuda:0')) | > loss_gen: 2.6123013496398926 (2.5072301427523302) | > loss_kl: 1.9992784261703491 (1.946046342452367) | > loss_feat: 7.952116012573242 (7.002658625443776) | > loss_mel: 17.828893661499023 (17.558370590209964) | > loss_duration: 1.930002212524414 (2.0319138765335087) | > loss_1: 32.322593688964844 (31.04621974627177) | > grad_norm_1: tensor(118.4854, device='cuda:0') (tensor(97.6925, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.3535 (0.3572509189446767) | > loader_time: 0.003 (0.0030803879102071128)  --> TIME: 2024-06-12 02:38:27 -- STEP: 49/330 -- GLOBAL_STEP: 352050 | > loss_disc: 2.290626049041748 (2.3296456823543634) | > loss_disc_real_0: 0.09782235324382782 (0.10419852970814218) | > loss_disc_real_1: 0.18948422372341156 (0.19609689043492687) | > loss_disc_real_2: 0.2248658984899521 (0.2078223617709413) | > loss_disc_real_3: 0.20084604620933533 (0.22630902394956473) | > loss_disc_real_4: 0.18732674419879913 (0.22700154507646755) | > loss_disc_real_5: 0.15906378626823425 (0.22202409286888278) | > loss_0: 2.290626049041748 (2.3296456823543634) | > grad_norm_0: tensor(9.5749, device='cuda:0') (tensor(8.4314, device='cuda:0')) | > loss_gen: 2.423081159591675 (2.50496278490339) | > loss_kl: 1.695867896080017 (1.9406268791276582) | > loss_feat: 6.7965521812438965 (7.030316761561802) | > loss_mel: 16.958343505859375 (17.433751261964137) | > loss_duration: 1.917818546295166 (1.998458811214992) | > loss_1: 29.791662216186523 (30.908116671503805) | > grad_norm_1: tensor(48.9537, device='cuda:0') (tensor(92.0222, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.3598 (0.36135417101334555) | > loader_time: 0.0033 (0.0033415045057024273)  --> TIME: 2024-06-12 02:38:36 -- STEP: 74/330 -- GLOBAL_STEP: 352075 | > loss_disc: 2.3417177200317383 (2.3406347229674065) | > loss_disc_real_0: 0.15835541486740112 (0.10661146497806988) | > loss_disc_real_1: 0.21541106700897217 (0.19679746897639455) | > loss_disc_real_2: 0.23139043152332306 (0.20866217605165532) | > loss_disc_real_3: 0.24583591520786285 (0.22654948222476082) | > loss_disc_real_4: 0.2221752554178238 (0.22836679864574122) | > loss_disc_real_5: 0.22456468641757965 (0.22277943226131233) | > loss_0: 2.3417177200317383 (2.3406347229674065) | > grad_norm_0: tensor(9.2481, device='cuda:0') (tensor(8.5723, device='cuda:0')) | > loss_gen: 2.5866241455078125 (2.494933125135061) | > loss_kl: 1.8934245109558105 (1.969968542859361) | > loss_feat: 7.506097316741943 (7.018753064645304) | > loss_mel: 17.317615509033203 (17.4200887293429) | > loss_duration: 1.924964189529419 (1.9860553499814626) | > loss_1: 31.22872543334961 (30.889799040717048) | > grad_norm_1: tensor(39.9744, device='cuda:0') (tensor(87.7204, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.3597 (0.36399381869548075) | > loader_time: 0.0035 (0.0034405283025793127)  --> TIME: 2024-06-12 02:38:46 -- STEP: 99/330 -- GLOBAL_STEP: 352100 | > loss_disc: 2.4409892559051514 (2.3444542066015397) | > loss_disc_real_0: 0.15494126081466675 (0.10873691158162223) | > loss_disc_real_1: 0.23595361411571503 (0.19757214248782456) | > loss_disc_real_2: 0.22647026181221008 (0.20800797626225634) | > loss_disc_real_3: 0.22568266093730927 (0.2277028632886482) | > loss_disc_real_4: 0.23755791783332825 (0.23004950748549569) | > loss_disc_real_5: 0.23479250073432922 (0.2230623352407205) | > loss_0: 2.4409892559051514 (2.3444542066015397) | > grad_norm_0: tensor(7.7484, device='cuda:0') (tensor(8.8931, device='cuda:0')) | > loss_gen: 2.4292590618133545 (2.4873183616484047) | > loss_kl: 1.9626680612564087 (1.984645426875413) | > loss_feat: 6.307951927185059 (6.95968849972041) | > loss_mel: 17.164751052856445 (17.31039177287709) | > loss_duration: 2.002889633178711 (1.986400665658893) | > loss_1: 29.86751937866211 (30.728444879705254) | > grad_norm_1: tensor(34.7425, device='cuda:0') (tensor(86.8133, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.363 (0.3660325859532212) | > loader_time: 0.0044 (0.003583510716756185)  --> TIME: 2024-06-12 02:38:55 -- STEP: 124/330 -- GLOBAL_STEP: 352125 | > loss_disc: 2.332639455795288 (2.3510246411446607) | > loss_disc_real_0: 0.12432289868593216 (0.11016890917333864) | > loss_disc_real_1: 0.18075984716415405 (0.197374876588583) | > loss_disc_real_2: 0.18851172924041748 (0.20853007032025245) | > loss_disc_real_3: 0.20536303520202637 (0.22822387035815947) | > loss_disc_real_4: 0.23455411195755005 (0.23003902286291122) | > loss_disc_real_5: 0.19818225502967834 (0.22271650657057762) | > loss_0: 2.332639455795288 (2.3510246411446607) | > grad_norm_0: tensor(8.1546, device='cuda:0') (tensor(8.9828, device='cuda:0')) | > loss_gen: 2.5176022052764893 (2.4803706792093085) | > loss_kl: 2.024757146835327 (1.9911667377718034) | > loss_feat: 7.421926498413086 (6.934369010310019) | > loss_mel: 17.66362953186035 (17.29190956392596) | > loss_duration: 2.0087928771972656 (1.9906045102304029) | > loss_1: 31.636709213256836 (30.68842052644299) | > grad_norm_1: tensor(97.2531, device='cuda:0') (tensor(84.0567, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.365 (0.36612474533819384) | > loader_time: 0.004 (0.0036538300975676504)  --> TIME: 2024-06-12 02:39:05 -- STEP: 149/330 -- GLOBAL_STEP: 352150 | > loss_disc: 2.326414108276367 (2.357984282026355) | > loss_disc_real_0: 0.12279801070690155 (0.11226316701445803) | > loss_disc_real_1: 0.17472413182258606 (0.19731490634031748) | > loss_disc_real_2: 0.21861997246742249 (0.20976498583019176) | > loss_disc_real_3: 0.23424357175827026 (0.22819251752139738) | > loss_disc_real_4: 0.2237669825553894 (0.23086326804337085) | > loss_disc_real_5: 0.26246294379234314 (0.22361251581835268) | > loss_0: 2.326414108276367 (2.357984282026355) | > grad_norm_0: tensor(11.1888, device='cuda:0') (tensor(9.0220, device='cuda:0')) | > loss_gen: 2.552403211593628 (2.474792541273487) | > loss_kl: 2.0754334926605225 (1.999380898155622) | > loss_feat: 6.810629844665527 (6.916557379216956) | > loss_mel: 17.13743782043457 (17.27057514574703) | > loss_duration: 2.0184435844421387 (1.9945001170139185) | > loss_1: 30.594348907470703 (30.655806099808455) | > grad_norm_1: tensor(122.5392, device='cuda:0') (tensor(87.1283, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.3668 (0.36651910711454866) | > loader_time: 0.0042 (0.003748808931184295)  --> TIME: 2024-06-12 02:39:14 -- STEP: 174/330 -- GLOBAL_STEP: 352175 | > loss_disc: 2.3960773944854736 (2.363595883051554) | > loss_disc_real_0: 0.14233991503715515 (0.11444760674889061) | > loss_disc_real_1: 0.23403912782669067 (0.1969966944092992) | > loss_disc_real_2: 0.22079230844974518 (0.2098463536507782) | > loss_disc_real_3: 0.24438422918319702 (0.22870639506085166) | > loss_disc_real_4: 0.23280911147594452 (0.23127777506222671) | > loss_disc_real_5: 0.20227965712547302 (0.22408593394632997) | > loss_0: 2.3960773944854736 (2.363595883051554) | > grad_norm_0: tensor(16.3650, device='cuda:0') (tensor(9.3143, device='cuda:0')) | > loss_gen: 2.4196295738220215 (2.4675209467438433) | > loss_kl: 2.1139919757843018 (2.0083225020046895) | > loss_feat: 7.0160417556762695 (6.900032205143194) | > loss_mel: 17.127201080322266 (17.251254191343808) | > loss_duration: 2.100029468536377 (2.0003980076175996) | > loss_1: 30.776893615722656 (30.627527894644903) | > grad_norm_1: tensor(143.1680, device='cuda:0') (tensor(92.5171, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.3963 (0.3682256745195937) | > loader_time: 0.0043 (0.0038468618502562075)  --> TIME: 2024-06-12 02:39:25 -- STEP: 199/330 -- GLOBAL_STEP: 352200 | > loss_disc: 2.4284727573394775 (2.364558778216491) | > loss_disc_real_0: 0.11726175248622894 (0.11484182071895456) | > loss_disc_real_1: 0.17553408443927765 (0.19743795033974867) | > loss_disc_real_2: 0.2053251564502716 (0.21012505559465994) | > loss_disc_real_3: 0.24683600664138794 (0.2288678237541237) | > loss_disc_real_4: 0.22972677648067474 (0.231305170748102) | > loss_disc_real_5: 0.21358270943164825 (0.22380727761654398) | > loss_0: 2.4284727573394775 (2.364558778216491) | > grad_norm_0: tensor(13.6683, device='cuda:0') (tensor(10.8510, device='cuda:0')) | > loss_gen: 2.3068227767944336 (2.4699070441662956) | > loss_kl: 1.9854918718338013 (2.015455949845627) | > loss_feat: 6.0255513191223145 (6.908495548382477) | > loss_mel: 17.18562889099121 (17.203762926647993) | > loss_duration: 2.127678632736206 (2.008559046678207) | > loss_1: 29.63117218017578 (30.6061805169187) | > grad_norm_1: tensor(64.1326, device='cuda:0') (tensor(118.6470, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.4189 (0.3731858754277828) | > loader_time: 0.0053 (0.004000807527321666)  --> TIME: 2024-06-12 02:39:35 -- STEP: 224/330 -- GLOBAL_STEP: 352225 | > loss_disc: 2.4783718585968018 (2.3642378694244783) | > loss_disc_real_0: 0.21823814511299133 (0.11620615778623947) | > loss_disc_real_1: 0.22101625800132751 (0.1976917823776603) | > loss_disc_real_2: 0.22565370798110962 (0.21013895349044884) | > loss_disc_real_3: 0.22488799691200256 (0.2284423369648201) | > loss_disc_real_4: 0.21307046711444855 (0.23099987894030555) | > loss_disc_real_5: 0.21948158740997314 (0.22287600507427538) | > loss_0: 2.4783718585968018 (2.3642378694244783) | > grad_norm_0: tensor(79.3720, device='cuda:0') (tensor(12.5511, device='cuda:0')) | > loss_gen: 2.550058364868164 (2.476324880761758) | > loss_kl: 2.1209094524383545 (2.0205557069608147) | > loss_feat: 7.434119701385498 (6.930944779089519) | > loss_mel: 17.14901351928711 (17.172889726502543) | > loss_duration: 2.1171393394470215 (2.0163674955921493) | > loss_1: 31.371240615844727 (30.617082595825195) | > grad_norm_1: tensor(339.8610, device='cuda:0') (tensor(144.9420, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.4158 (0.3787000264440264) | > loader_time: 0.0057 (0.004151561430522375)  --> TIME: 2024-06-12 02:39:46 -- STEP: 249/330 -- GLOBAL_STEP: 352250 | > loss_disc: 2.4546821117401123 (2.368721882502237) | > loss_disc_real_0: 0.16629764437675476 (0.11834308140009761) | > loss_disc_real_1: 0.20742927491664886 (0.19760805087156566) | > loss_disc_real_2: 0.20125031471252441 (0.21059637346181526) | > loss_disc_real_3: 0.19440381228923798 (0.2291969172207706) | > loss_disc_real_4: 0.2608107626438141 (0.23150240471324768) | > loss_disc_real_5: 0.2359590381383896 (0.22223726351816492) | > loss_0: 2.4546821117401123 (2.368721882502237) | > grad_norm_0: tensor(26.5143, device='cuda:0') (tensor(14.7551, device='cuda:0')) | > loss_gen: 2.2125306129455566 (2.4801978212762537) | > loss_kl: 1.9624547958374023 (2.0255218289463395) | > loss_feat: 6.907179832458496 (6.941759747194957) | > loss_mel: 16.917198181152344 (17.1644807915132) | > loss_duration: 2.098392963409424 (2.0254979473519974) | > loss_1: 30.097755432128906 (30.63745812718648) | > grad_norm_1: tensor(372.1827, device='cuda:0') (tensor(167.0611, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.4175 (0.3832791368645358) | > loader_time: 0.006 (0.004306821938020639)  --> TIME: 2024-06-12 02:39:58 -- STEP: 274/330 -- GLOBAL_STEP: 352275 | > loss_disc: 2.3794450759887695 (2.370892382886287) | > loss_disc_real_0: 0.13602522015571594 (0.11956179242608321) | > loss_disc_real_1: 0.1815703958272934 (0.1972957498727054) | > loss_disc_real_2: 0.21795496344566345 (0.2107466125901598) | > loss_disc_real_3: 0.2383781373500824 (0.22901318673669857) | > loss_disc_real_4: 0.22996068000793457 (0.23136311753170327) | > loss_disc_real_5: 0.21947059035301208 (0.22238662577893611) | > loss_0: 2.3794450759887695 (2.370892382886287) | > grad_norm_0: tensor(37.3071, device='cuda:0') (tensor(16.0586, device='cuda:0')) | > loss_gen: 2.393465995788574 (2.4746456851054264) | > loss_kl: 2.1948049068450928 (2.030201636091637) | > loss_feat: 6.546930313110352 (6.936833987270828) | > loss_mel: 16.9791316986084 (17.120634900392385) | > loss_duration: 2.1390628814697266 (2.0343679533387604) | > loss_1: 30.25339698791504 (30.596684156543148) | > grad_norm_1: tensor(508.9903, device='cuda:0') (tensor(185.6469, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.453 (0.3886149538694507) | > loader_time: 0.0064 (0.0044601076710833265)  --> TIME: 2024-06-12 02:40:09 -- STEP: 299/330 -- GLOBAL_STEP: 352300 | > loss_disc: 2.2960634231567383 (2.3740824791898696) | > loss_disc_real_0: 0.10027512907981873 (0.12090032345873855) | > loss_disc_real_1: 0.23188439011573792 (0.19784326522445997) | > loss_disc_real_2: 0.1919809877872467 (0.21103069365622606) | > loss_disc_real_3: 0.22128747403621674 (0.22897373757832823) | > loss_disc_real_4: 0.22420871257781982 (0.2318415849105171) | > loss_disc_real_5: 0.17630046606063843 (0.22202838827734414) | > loss_0: 2.2960634231567383 (2.3740824791898696) | > grad_norm_0: tensor(40.4081, device='cuda:0') (tensor(17.9096, device='cuda:0')) | > loss_gen: 2.5986390113830566 (2.473698487648595) | > loss_kl: 2.098313808441162 (2.0345831339973284) | > loss_feat: 7.4553327560424805 (6.9463658524197465) | > loss_mel: 16.793060302734375 (17.074370339562645) | > loss_duration: 2.2103731632232666 (2.045213415869899) | > loss_1: 31.155717849731445 (30.574231214746582) | > grad_norm_1: tensor(596.4036, device='cuda:0') (tensor(207.4513, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.4572 (0.39408440414479756) | > loader_time: 0.0066 (0.004619387878622099)  --> TIME: 2024-06-12 02:40:23 -- STEP: 324/330 -- GLOBAL_STEP: 352325 | > loss_disc: 2.532442092895508 (2.3831399421633015) | > loss_disc_real_0: 0.11116889119148254 (0.12385843218200737) | > loss_disc_real_1: 0.1812763661146164 (0.19862491729450824) | > loss_disc_real_2: 0.20900671184062958 (0.21150103036636186) | > loss_disc_real_3: 0.2188919186592102 (0.2295613838934604) | > loss_disc_real_4: 0.26752007007598877 (0.23199666475440245) | > loss_disc_real_5: 0.17951416969299316 (0.22218492949082533) | > loss_0: 2.532442092895508 (2.3831399421633015) | > grad_norm_0: tensor(38.5183, device='cuda:0') (tensor(19.5543, device='cuda:0')) | > loss_gen: 2.451557159423828 (2.4714219422987935) | > loss_kl: 2.207977294921875 (2.041482685524741) | > loss_feat: 8.765331268310547 (6.997457257023562) | > loss_mel: 16.784040451049805 (17.049865154572462) | > loss_duration: 2.260803699493408 (2.059829613676775) | > loss_1: 32.46971130371094 (30.620056640954665) | > grad_norm_1: tensor(523.4683, device='cuda:0') (tensor(224.7965, device='cuda:0')) | > current_lr_0: 0.00018096635246968594 | > current_lr_1: 0.00018096635246968594 | > step_time: 0.5811 (0.40513284927533016) | > loader_time: 0.0086 (0.004880840395703727)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6934642791748047 (2.6934642791748047) | > loss_disc_real_0: 0.298152893781662 (0.298152893781662) | > loss_disc_real_1: 0.22209279239177704 (0.22209279239177704) | > loss_disc_real_2: 0.24282370507717133 (0.24282370507717133) | > loss_disc_real_3: 0.2807052433490753 (0.2807052433490753) | > loss_disc_real_4: 0.3100353181362152 (0.3100353181362152) | > loss_disc_real_5: 0.29501792788505554 (0.29501792788505554) | > loss_0: 2.6934642791748047 (2.6934642791748047) | > loss_gen: 2.5791425704956055 (2.5791425704956055) | > loss_kl: 1.8797411918640137 (1.8797411918640137) | > loss_feat: 7.169888019561768 (7.169888019561768) | > loss_mel: 17.895965576171875 (17.895965576171875) | > loss_duration: 3.013563632965088 (3.013563632965088) | > loss_1: 32.53830337524414 (32.53830337524414)  --> STEP: 1 | > loss_disc: 2.5845160484313965 (2.5845160484313965) | > loss_disc_real_0: 0.11449524015188217 (0.11449524015188217) | > loss_disc_real_1: 0.14714978635311127 (0.14714978635311127) | > loss_disc_real_2: 0.2470790296792984 (0.2470790296792984) | > loss_disc_real_3: 0.22077509760856628 (0.22077509760856628) | > loss_disc_real_4: 0.26509493589401245 (0.26509493589401245) | > loss_disc_real_5: 0.19833879172801971 (0.19833879172801971) | > loss_0: 2.5845160484313965 (2.5845160484313965) | > loss_gen: 2.051928997039795 (2.051928997039795) | > loss_kl: 2.9176981449127197 (2.9176981449127197) | > loss_feat: 6.097629070281982 (6.097629070281982) | > loss_mel: 18.759424209594727 (18.759424209594727) | > loss_duration: 2.430631637573242 (2.430631637573242) | > loss_1: 32.2573127746582 (32.2573127746582)  --> STEP: 2 | > loss_disc: 2.3277454376220703 (2.4561307430267334) | > loss_disc_real_0: 0.09285210072994232 (0.10367367044091225) | > loss_disc_real_1: 0.23925603926181793 (0.1932029128074646) | > loss_disc_real_2: 0.20089486241340637 (0.2239869460463524) | > loss_disc_real_3: 0.25386935472488403 (0.23732222616672516) | > loss_disc_real_4: 0.23726113140583038 (0.2511780336499214) | > loss_disc_real_5: 0.2758585512638092 (0.23709867149591446) | > loss_0: 2.3277454376220703 (2.4561307430267334) | > loss_gen: 2.501338481903076 (2.2766337394714355) | > loss_kl: 2.9557347297668457 (2.9367164373397827) | > loss_feat: 5.217352867126465 (5.657490968704224) | > loss_mel: 17.572538375854492 (18.16598129272461) | > loss_duration: 2.472665786743164 (2.451648712158203) | > loss_1: 30.71963119506836 (31.48847198486328)  --> STEP: 3 | > loss_disc: 2.0139670372009277 (2.3087428410847983) | > loss_disc_real_0: 0.13934235274791718 (0.1155632312099139) | > loss_disc_real_1: 0.09411351382732391 (0.1601731131474177) | > loss_disc_real_2: 0.1705617755651474 (0.20617855588595072) | > loss_disc_real_3: 0.17401844263076782 (0.21622096498807272) | > loss_disc_real_4: 0.16684269905090332 (0.22306625545024872) | > loss_disc_real_5: 0.1499321460723877 (0.20804316302140555) | > loss_0: 2.0139670372009277 (2.3087428410847983) | > loss_gen: 2.4850685596466064 (2.346112012863159) | > loss_kl: 2.601820230484009 (2.825084368387858) | > loss_feat: 7.538397789001465 (6.284459908803304) | > loss_mel: 19.095306396484375 (18.4757563273112) | > loss_duration: 2.357095241546631 (2.420130888621012) | > loss_1: 34.07768630981445 (32.35154342651367)  --> STEP: 4 | > loss_disc: 2.459001302719116 (2.3463074564933777) | > loss_disc_real_0: 0.27968722581863403 (0.15659422986209393) | > loss_disc_real_1: 0.1865164339542389 (0.166758943349123) | > loss_disc_real_2: 0.19085091352462769 (0.20234664529561996) | > loss_disc_real_3: 0.2237088680267334 (0.21809294074773788) | > loss_disc_real_4: 0.2225571721792221 (0.22293898463249207) | > loss_disc_real_5: 0.298921674489975 (0.2307627908885479) | > loss_0: 2.459001302719116 (2.3463074564933777) | > loss_gen: 2.5980207920074463 (2.409089207649231) | > loss_kl: 4.195032596588135 (3.1675714254379272) | > loss_feat: 7.819886207580566 (6.66831648349762) | > loss_mel: 17.907045364379883 (18.33357858657837) | > loss_duration: 2.3452985286712646 (2.4014227986335754) | > loss_1: 34.86528396606445 (32.97997856140137)  --> STEP: 5 | > loss_disc: 2.4109227657318115 (2.3592305183410645) | > loss_disc_real_0: 0.17967864871025085 (0.1612111136317253) | > loss_disc_real_1: 0.22921842336654663 (0.17925083935260772) | > loss_disc_real_2: 0.19858665764331818 (0.20159464776515962) | > loss_disc_real_3: 0.22104212641716003 (0.21868277788162233) | > loss_disc_real_4: 0.22841933369636536 (0.22403505444526672) | > loss_disc_real_5: 0.22267791628837585 (0.2291458159685135) | > loss_0: 2.4109227657318115 (2.3592305183410645) | > loss_gen: 2.3024652004241943 (2.387764406204224) | > loss_kl: 2.837761163711548 (3.1016093730926513) | > loss_feat: 6.689404487609863 (6.672534084320068) | > loss_mel: 18.51629638671875 (18.370122146606445) | > loss_duration: 2.4049925804138184 (2.402136754989624) | > loss_1: 32.750919342041016 (32.934166717529294)  --> STEP: 6 | > loss_disc: 2.405128002166748 (2.3668800989786782) | > loss_disc_real_0: 0.16935601830482483 (0.16256859774390855) | > loss_disc_real_1: 0.22710083425045013 (0.18722583850224814) | > loss_disc_real_2: 0.22374045848846436 (0.20528561621904373) | > loss_disc_real_3: 0.2529285252094269 (0.2243904024362564) | > loss_disc_real_4: 0.24588939547538757 (0.22767744461695352) | > loss_disc_real_5: 0.227052241563797 (0.22879688690106073) | > loss_0: 2.405128002166748 (2.3668800989786782) | > loss_gen: 2.7121169567108154 (2.441823164621989) | > loss_kl: 3.207385540008545 (3.1192387342453003) | > loss_feat: 6.085137844085693 (6.574634710947673) | > loss_mel: 16.959789276123047 (18.135066668192547) | > loss_duration: 2.2849230766296387 (2.3826011419296265) | > loss_1: 31.249351501464844 (32.653364181518555)  --> STEP: 7 | > loss_disc: 2.547365427017212 (2.3926637172698975) | > loss_disc_real_0: 0.2579296827316284 (0.1761916098850114) | > loss_disc_real_1: 0.1772536188364029 (0.18580123569284165) | > loss_disc_real_2: 0.18675586581230164 (0.2026385090180806) | > loss_disc_real_3: 0.2522933781147003 (0.22837654181889125) | > loss_disc_real_4: 0.28001153469085693 (0.23515374319893972) | > loss_disc_real_5: 0.32022911310195923 (0.2418586335011891) | > loss_0: 2.547365427017212 (2.3926637172698975) | > loss_gen: 2.362039089202881 (2.4304254395621165) | > loss_kl: 4.6687445640563965 (3.3405967099326) | > loss_feat: 5.021749496459961 (6.352793966020856) | > loss_mel: 16.857791900634766 (17.95259884425572) | > loss_duration: 2.6083006858825684 (2.4148439339229038) | > loss_1: 31.518627166748047 (32.491258893694194)  --> STEP: 8 | > loss_disc: 2.5691099166870117 (2.4147194921970367) | > loss_disc_real_0: 0.20516428351402283 (0.17981319408863783) | > loss_disc_real_1: 0.22606061398983002 (0.1908336579799652) | > loss_disc_real_2: 0.1835043728351593 (0.20024674199521542) | > loss_disc_real_3: 0.28136295080184937 (0.23499984294176102) | > loss_disc_real_4: 0.29026973247528076 (0.24204324185848236) | > loss_disc_real_5: 0.2280554622411728 (0.24013323709368706) | > loss_0: 2.5691099166870117 (2.4147194921970367) | > loss_gen: 2.397409439086914 (2.426298439502716) | > loss_kl: 3.459642171859741 (3.3554773926734924) | > loss_feat: 10.152081489562988 (6.827704906463623) | > loss_mel: 18.79221534729004 (18.05755090713501) | > loss_duration: 2.2961807250976562 (2.400011032819748) | > loss_1: 37.09752655029297 (33.06704235076904)  --> STEP: 9 | > loss_disc: 2.3284852504730225 (2.4051379097832575) | > loss_disc_real_0: 0.2112218737602234 (0.18330304738548067) | > loss_disc_real_1: 0.27053096890449524 (0.19968891474935743) | > loss_disc_real_2: 0.18201439082622528 (0.19822092519866097) | > loss_disc_real_3: 0.2429850846529007 (0.23588709202077654) | > loss_disc_real_4: 0.19494545459747314 (0.2368101543850369) | > loss_disc_real_5: 0.25187447667121887 (0.24143781926896837) | > loss_0: 2.3284852504730225 (2.4051379097832575) | > loss_gen: 2.962735652923584 (2.485902574327257) | > loss_kl: 2.93135404586792 (3.308352576361762) | > loss_feat: 11.09712028503418 (7.302084392971462) | > loss_mel: 17.745248794555664 (18.022850672403973) | > loss_duration: 2.1739141941070557 (2.374889161851671) | > loss_1: 36.91037368774414 (33.494079165988495)  --> STEP: 10 | > loss_disc: 2.5686795711517334 (2.421492075920105) | > loss_disc_real_0: 0.18185505270957947 (0.18315824791789054) | > loss_disc_real_1: 0.21595829725265503 (0.20131585299968718) | > loss_disc_real_2: 0.20202304422855377 (0.19860113710165023) | > loss_disc_real_3: 0.26054173707962036 (0.23835255652666093) | > loss_disc_real_4: 0.31701457500457764 (0.24483059644699096) | > loss_disc_real_5: 0.27924415469169617 (0.24521845281124116) | > loss_0: 2.5686795711517334 (2.421492075920105) | > loss_gen: 2.441941022872925 (2.481506419181824) | > loss_kl: 3.3268535137176514 (3.3102026700973513) | > loss_feat: 6.126018047332764 (7.184477758407593) | > loss_mel: 18.65321922302246 (18.08588752746582) | > loss_duration: 2.325010299682617 (2.3699012756347657) | > loss_1: 32.87303924560547 (33.43197517395019)  --> STEP: 11 | > loss_disc: 2.4299733638763428 (2.422263102097945) | > loss_disc_real_0: 0.14480386674404144 (0.17967148599299518) | > loss_disc_real_1: 0.17046214640140533 (0.19851097058166156) | > loss_disc_real_2: 0.17472513020038605 (0.19643059101971713) | > loss_disc_real_3: 0.2072925716638565 (0.23552892153913324) | > loss_disc_real_4: 0.23706068098545074 (0.24412424049594186) | > loss_disc_real_5: 0.23372091352939606 (0.24417322196743704) | > loss_0: 2.4299733638763428 (2.422263102097945) | > loss_gen: 2.1839685440063477 (2.4544575214385986) | > loss_kl: 3.9840872287750244 (3.371464902704412) | > loss_feat: 5.5271992683410645 (7.033816077492454) | > loss_mel: 15.585907936096191 (17.858616655523125) | > loss_duration: 2.4883689880371094 (2.3806710676713423) | > loss_1: 29.76953125 (33.09902572631836)  --> STEP: 12 | > loss_disc: 2.5550169944763184 (2.433325926462809) | > loss_disc_real_0: 0.14827333390712738 (0.17705497331917286) | > loss_disc_real_1: 0.25864890217781067 (0.20352246488134065) | > loss_disc_real_2: 0.21958430111408234 (0.19836006686091423) | > loss_disc_real_3: 0.22542208433151245 (0.23468668510516486) | > loss_disc_real_4: 0.2548217177391052 (0.24501569693287215) | > loss_disc_real_5: 0.23688003420829773 (0.24356545632084212) | > loss_0: 2.5550169944763184 (2.433325926462809) | > loss_gen: 2.2701568603515625 (2.439099133014679) | > loss_kl: 2.8706414699554443 (3.3297296166419983) | > loss_feat: 6.515474319458008 (6.990620930989583) | > loss_mel: 17.17888832092285 (17.801972627639767) | > loss_duration: 2.25465726852417 (2.370169917742411) | > loss_1: 31.089818954467773 (32.931591828664146)  --> STEP: 13 | > loss_disc: 2.446598768234253 (2.434346914291382) | > loss_disc_real_0: 0.10706903785467148 (0.17167143982190353) | > loss_disc_real_1: 0.18801341950893402 (0.20232946139115554) | > loss_disc_real_2: 0.21274232864379883 (0.1994663946903669) | > loss_disc_real_3: 0.22282560169696808 (0.2337742940737651) | > loss_disc_real_4: 0.2540808320045471 (0.24571301501530868) | > loss_disc_real_5: 0.2411113977432251 (0.24337668258410233) | > loss_0: 2.446598768234253 (2.434346914291382) | > loss_gen: 2.2036421298980713 (2.420987055851863) | > loss_kl: 3.4200682640075684 (3.3366787433624268) | > loss_feat: 6.047936916351318 (6.918106776017409) | > loss_mel: 16.461334228515625 (17.69884659693791) | > loss_duration: 2.333728313446045 (2.3673667174119215) | > loss_1: 30.466711044311523 (32.74198561448317)  --> STEP: 14 | > loss_disc: 2.5531158447265625 (2.442830409322466) | > loss_disc_real_0: 0.19873949885368347 (0.1736048726098878) | > loss_disc_real_1: 0.24887631833553314 (0.2056542368871825) | > loss_disc_real_2: 0.21707487106323242 (0.20072414300271443) | > loss_disc_real_3: 0.2640021741390228 (0.23593342836414063) | > loss_disc_real_4: 0.26643505692481995 (0.24719316086598805) | > loss_disc_real_5: 0.22364765405654907 (0.24196746626070567) | > loss_0: 2.5531158447265625 (2.442830409322466) | > loss_gen: 2.4232473373413086 (2.4211485045296803) | > loss_kl: 4.001711368560791 (3.3841810737337386) | > loss_feat: 7.213529109954834 (6.939208371298654) | > loss_mel: 17.343048095703125 (17.67343241827828) | > loss_duration: 2.4574975967407227 (2.3738046373639787) | > loss_1: 33.43903350830078 (32.79177474975585)  --> STEP: 15 | > loss_disc: 2.2350261211395264 (2.42897679011027) | > loss_disc_real_0: 0.17569658160209656 (0.17374431987603506) | > loss_disc_real_1: 0.2026323825120926 (0.20545277992884317) | > loss_disc_real_2: 0.13843411207199097 (0.19657147427399954) | > loss_disc_real_3: 0.2802256643772125 (0.23888624409834544) | > loss_disc_real_4: 0.18710702657699585 (0.24318741858005524) | > loss_disc_real_5: 0.1827487200498581 (0.23801954984664916) | > loss_0: 2.2350261211395264 (2.42897679011027) | > loss_gen: 2.5357601642608643 (2.4287892818450927) | > loss_kl: 3.7015063762664795 (3.405336093902588) | > loss_feat: 8.747322082519531 (7.059749285380046) | > loss_mel: 17.655651092529297 (17.672246996561682) | > loss_duration: 2.398500442504883 (2.375451024373372) | > loss_1: 35.03874206542969 (32.94157257080077)  --> STEP: 16 | > loss_disc: 2.7198123931884766 (2.447154015302658) | > loss_disc_real_0: 0.21185724437236786 (0.17612637765705585) | > loss_disc_real_1: 0.1964186131954193 (0.2048881445080042) | > loss_disc_real_2: 0.17799168825149536 (0.19541023764759302) | > loss_disc_real_3: 0.2733878195285797 (0.24104259256273508) | > loss_disc_real_4: 0.2109401673078537 (0.24117196537554264) | > loss_disc_real_5: 0.3021748661994934 (0.24202925711870193) | > loss_0: 2.7198123931884766 (2.447154015302658) | > loss_gen: 2.1037089824676514 (2.4084717631340027) | > loss_kl: 2.8760945796966553 (3.372258499264717) | > loss_feat: 6.1258158683776855 (7.001378446817398) | > loss_mel: 13.841241836547852 (17.432809174060818) | > loss_duration: 2.4745917320251465 (2.3816473186016083) | > loss_1: 27.421451568603516 (32.596565008163445)  --> STEP: 17 | > loss_disc: 2.53164005279541 (2.4521237822139965) | > loss_disc_real_0: 0.10032670199871063 (0.17166757320656495) | > loss_disc_real_1: 0.28192710876464844 (0.2094198482878068) | > loss_disc_real_2: 0.1845857948064804 (0.19477350571576288) | > loss_disc_real_3: 0.2876754403114319 (0.2437857012538349) | > loss_disc_real_4: 0.28109443187713623 (0.2435203457579893) | > loss_disc_real_5: 0.27975139021873474 (0.24424820612458623) | > loss_0: 2.53164005279541 (2.4521237822139965) | > loss_gen: 2.4031074047088623 (2.4081562126384064) | > loss_kl: 2.8239142894744873 (3.3400029575123504) | > loss_feat: 5.25549840927124 (6.898679621079388) | > loss_mel: 16.33327865600586 (17.36813090829288) | > loss_duration: 2.4755959510803223 (2.387173708747415) | > loss_1: 29.291393280029297 (32.40214314180261)  --> STEP: 18 | > loss_disc: 2.5646185874938965 (2.4583734936184354) | > loss_disc_real_0: 0.13979417085647583 (0.16989682863156) | > loss_disc_real_1: 0.3025326132774353 (0.21459277967611948) | > loss_disc_real_2: 0.28013095259666443 (0.19951558609803519) | > loss_disc_real_3: 0.2331693172454834 (0.2431959021422598) | > loss_disc_real_4: 0.2516046166419983 (0.24396947191821206) | > loss_disc_real_5: 0.31822314858436584 (0.24835792515012953) | > loss_0: 2.5646185874938965 (2.4583734936184354) | > loss_gen: 2.8335235118865967 (2.4317877292633057) | > loss_kl: 2.6663761138916016 (3.3025792439778647) | > loss_feat: 8.26058578491211 (6.974341074625651) | > loss_mel: 18.926984786987305 (17.45473390155368) | > loss_duration: 2.27287220954895 (2.3808236254586115) | > loss_1: 34.96034240722656 (32.54426532321506)  --> STEP: 19 | > loss_disc: 2.7306623458862305 (2.4727044858430562) | > loss_disc_real_0: 0.2592277526855469 (0.1745984562133488) | > loss_disc_real_1: 0.20732076466083527 (0.21421004204373612) | > loss_disc_real_2: 0.16439872980117798 (0.19766733050346375) | > loss_disc_real_3: 0.22740401327610016 (0.24236475009667247) | > loss_disc_real_4: 0.2526099979877472 (0.2444242364481876) | > loss_disc_real_5: 0.2240506410598755 (0.24707859440853722) | > loss_0: 2.7306623458862305 (2.4727044858430562) | > loss_gen: 2.0148704051971436 (2.409844712207192) | > loss_kl: 2.332378387451172 (3.2515160410027755) | > loss_feat: 4.239401340484619 (6.830396878091912) | > loss_mel: 15.199610710144043 (17.33604320726896) | > loss_duration: 2.351055145263672 (2.3792568633430884) | > loss_1: 26.13731575012207 (32.20705745094701)  --> STEP: 20 | > loss_disc: 2.5570931434631348 (2.47692391872406) | > loss_disc_real_0: 0.1849629431962967 (0.17511668056249619) | > loss_disc_real_1: 0.2647205591201782 (0.2167355678975582) | > loss_disc_real_2: 0.21744590997695923 (0.19865625947713852) | > loss_disc_real_3: 0.20879192650318146 (0.2406861089169979) | > loss_disc_real_4: 0.27045491337776184 (0.2457257702946663) | > loss_disc_real_5: 0.30188989639282227 (0.24981915950775146) | > loss_0: 2.5570931434631348 (2.47692391872406) | > loss_gen: 2.462512731552124 (2.4124781131744384) | > loss_kl: 2.3529341220855713 (3.206586945056915) | > loss_feat: 5.732871055603027 (6.775520586967469) | > loss_mel: 20.202905654907227 (17.479386329650872) | > loss_duration: 2.3539695739746094 (2.377992498874664) | > loss_1: 33.105194091796875 (32.251964282989505)  --> STEP: 21 | > loss_disc: 2.8573079109191895 (2.4950374421619235) | > loss_disc_real_0: 0.4061446785926819 (0.18611801380202883) | > loss_disc_real_1: 0.2715909481048584 (0.2193477288598106) | > loss_disc_real_2: 0.2814229130744934 (0.20259752869606018) | > loss_disc_real_3: 0.27737393975257874 (0.242433148480597) | > loss_disc_real_4: 0.2681327164173126 (0.24679276772907802) | > loss_disc_real_5: 0.3013662099838257 (0.2522737809589931) | > loss_0: 2.8573079109191895 (2.4950374421619235) | > loss_gen: 2.496122360229492 (2.4164611725580123) | > loss_kl: 2.6883981227874756 (3.181911286853609) | > loss_feat: 5.320957660675049 (6.7062556857154485) | > loss_mel: 15.251300811767578 (17.373287019275477) | > loss_duration: 2.2205538749694824 (2.3704954215458462) | > loss_1: 27.977333068847656 (32.048410415649414)  --> STEP: 22 | > loss_disc: 2.4600577354431152 (2.4934474554928867) | > loss_disc_real_0: 0.13378244638442993 (0.18373912437395615) | > loss_disc_real_1: 0.23215451836585999 (0.21992985565554013) | > loss_disc_real_2: 0.21259336173534393 (0.20305188474330035) | > loss_disc_real_3: 0.23539823293685913 (0.24211337959224527) | > loss_disc_real_4: 0.2547297477722168 (0.2471535395492207) | > loss_disc_real_5: 0.27861204743385315 (0.2534709748896686) | > loss_0: 2.4600577354431152 (2.4934474554928867) | > loss_gen: 2.507556200027466 (2.4206018556248057) | > loss_kl: 2.8322460651397705 (3.1660174131393433) | > loss_feat: 8.872448921203613 (6.804719014601274) | > loss_mel: 18.487449645996094 (17.423930775035505) | > loss_duration: 2.2503674030303955 (2.365035057067871) | > loss_1: 34.95006561279297 (32.180303833701394)  --> STEP: 23 | > loss_disc: 2.389535665512085 (2.4889295515806777) | > loss_disc_real_0: 0.14537230134010315 (0.18207100163335385) | > loss_disc_real_1: 0.14713634550571442 (0.21676492043163464) | > loss_disc_real_2: 0.20604351162910461 (0.20318195547746576) | > loss_disc_real_3: 0.28744396567344666 (0.24408427463925403) | > loss_disc_real_4: 0.2035042643547058 (0.24525574497554614) | > loss_disc_real_5: 0.20765839517116547 (0.25147912359755975) | > loss_0: 2.389535665512085 (2.4889295515806777) | > loss_gen: 2.1205272674560547 (2.4075551344000776) | > loss_kl: 2.3369593620300293 (3.129971410917199) | > loss_feat: 5.116746425628662 (6.731328902037247) | > loss_mel: 16.032957077026367 (17.36345365773076) | > loss_duration: 2.285895347595215 (2.3615942001342773) | > loss_1: 27.893085479736328 (31.993903035702914)  --> STEP: 24 | > loss_disc: 2.6347787380218506 (2.4950066010157266) | > loss_disc_real_0: 0.16889803111553192 (0.18152212786177793) | > loss_disc_real_1: 0.30849453806877136 (0.220586987833182) | > loss_disc_real_2: 0.17704299092292786 (0.20209283195436) | > loss_disc_real_3: 0.32542118430137634 (0.24747331254184246) | > loss_disc_real_4: 0.258296936750412 (0.24579912796616554) | > loss_disc_real_5: 0.23123624920845032 (0.25063567049801355) | > loss_0: 2.6347787380218506 (2.4950066010157266) | > loss_gen: 2.1943511962890625 (2.398671636978785) | > loss_kl: 2.864028215408325 (3.1188904444376626) | > loss_feat: 6.811271667480469 (6.734659850597382) | > loss_mel: 17.34160804748535 (17.362543423970532) | > loss_duration: 2.432976245880127 (2.3645684520403543) | > loss_1: 31.64423370361328 (31.979333480199177)  --> STEP: 25 | > loss_disc: 2.621114730834961 (2.500050926208496) | > loss_disc_real_0: 0.21942739188671112 (0.18303833842277528) | > loss_disc_real_1: 0.2763296961784363 (0.22281669616699218) | > loss_disc_real_2: 0.20377327501773834 (0.20216004967689513) | > loss_disc_real_3: 0.2747940123081207 (0.2485661405324936) | > loss_disc_real_4: 0.2398957908153534 (0.24556299448013305) | > loss_disc_real_5: 0.25891074538230896 (0.25096667349338536) | > loss_0: 2.621114730834961 (2.500050926208496) | > loss_gen: 2.5151991844177246 (2.4033327388763426) | > loss_kl: 3.3190934658050537 (3.1268985652923584) | > loss_feat: 5.081265926361084 (6.66852409362793) | > loss_mel: 13.0195951461792 (17.18882549285888) | > loss_duration: 2.422476053237915 (2.3668847560882567) | > loss_1: 26.357629776000977 (31.75446533203125)  --> STEP: 26 | > loss_disc: 2.657303810119629 (2.506099114051232) | > loss_disc_real_0: 0.222634956240654 (0.18456128526192445) | > loss_disc_real_1: 0.14573217928409576 (0.21985190705611155) | > loss_disc_real_2: 0.23349875211715698 (0.203365384386136) | > loss_disc_real_3: 0.22996558248996735 (0.24785073445393488) | > loss_disc_real_4: 0.23642301559448242 (0.24521145683068496) | > loss_disc_real_5: 0.27331987023353577 (0.25182641182954496) | > loss_0: 2.657303810119629 (2.506099114051232) | > loss_gen: 1.9791858196258545 (2.3870193958282466) | > loss_kl: 2.536073684692383 (3.1041745314231286) | > loss_feat: 2.6894233226776123 (6.515481756283687) | > loss_mel: 9.755061149597168 (16.902911479656503) | > loss_duration: 2.3152101039886475 (2.364897269469041) | > loss_1: 19.274953842163086 (31.274484120882473) --> EVAL PERFORMANCE | > avg_loader_time: 0.002570299001840445 (+0.0002142649430495044) | > avg_loss_disc: 2.506099114051232 (-0.014015399492703917) | > avg_loss_disc_real_0: 0.18456128526192445 (-0.04094455448480752) | > avg_loss_disc_real_1: 0.21985190705611155 (+0.02798146467942461) | > avg_loss_disc_real_2: 0.203365384386136 (-0.006955225880329402) | > avg_loss_disc_real_3: 0.24785073445393488 (-0.009636806753965582) | > avg_loss_disc_real_4: 0.24521145683068496 (+0.025479942560195923) | > avg_loss_disc_real_5: 0.25182641182954496 (-0.0165237291501118) | > avg_loss_0: 2.506099114051232 (-0.014015399492703917) | > avg_loss_gen: 2.3870193958282466 (-0.10482935722057674) | > avg_loss_kl: 3.1041745314231286 (+0.26355123061400176) | > avg_loss_feat: 6.515481756283687 (-0.35777440437903785) | > avg_loss_mel: 16.902911479656503 (-0.27199209653415224) | > avg_loss_duration: 2.364897269469041 (+0.02661124559549144) | > avg_loss_1: 31.274484120882473 (-0.4444336524376524)  > EPOCH: 801/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:40:45)   --> TIME: 2024-06-12 02:40:55 -- STEP: 19/330 -- GLOBAL_STEP: 352350 | > loss_disc: 2.2181079387664795 (2.3111839043466667) | > loss_disc_real_0: 0.10458161681890488 (0.10493352617088117) | > loss_disc_real_1: 0.16285569965839386 (0.191531954627288) | > loss_disc_real_2: 0.16306021809577942 (0.20513877272605896) | > loss_disc_real_3: 0.2213914394378662 (0.22622299586471759) | > loss_disc_real_4: 0.20029909908771515 (0.23164040791360954) | > loss_disc_real_5: 0.2047002613544464 (0.22769119865015933) | > loss_0: 2.2181079387664795 (2.3111839043466667) | > grad_norm_0: tensor(7.3915, device='cuda:0') (tensor(7.4958, device='cuda:0')) | > loss_gen: 2.550837516784668 (2.4977001265475622) | > loss_kl: 1.9323534965515137 (1.9561665434586375) | > loss_feat: 7.6941819190979 (6.8226965101141674) | > loss_mel: 17.70014190673828 (17.367727781596937) | > loss_duration: 1.9542503356933594 (2.0458024175543534) | > loss_1: 31.831764221191406 (30.690093291433232) | > grad_norm_1: tensor(144.9771, device='cuda:0') (tensor(77.1216, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3563 (0.3547745754844264) | > loader_time: 0.0033 (0.08534656072917737)  --> TIME: 2024-06-12 02:41:04 -- STEP: 44/330 -- GLOBAL_STEP: 352375 | > loss_disc: 2.449308156967163 (2.3335008241913537) | > loss_disc_real_0: 0.10053502768278122 (0.10485125857998025) | > loss_disc_real_1: 0.20386570692062378 (0.19581038437106393) | > loss_disc_real_2: 0.2488727867603302 (0.2073781852695075) | > loss_disc_real_3: 0.22914187610149384 (0.2256704822859981) | > loss_disc_real_4: 0.23370017111301422 (0.23265980793671173) | > loss_disc_real_5: 0.20871205627918243 (0.22587010298262944) | > loss_0: 2.449308156967163 (2.3335008241913537) | > grad_norm_0: tensor(8.9953, device='cuda:0') (tensor(7.9922, device='cuda:0')) | > loss_gen: 2.4768013954162598 (2.5056277080015694) | > loss_kl: 1.8548624515533447 (1.97827856649052) | > loss_feat: 6.787581443786621 (6.99702233617956) | > loss_mel: 17.646188735961914 (17.38626779209484) | > loss_duration: 1.916102409362793 (1.998260395093397) | > loss_1: 30.681533813476562 (30.865456581115723) | > grad_norm_1: tensor(87.0941, device='cuda:0') (tensor(72.3283, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3526 (0.355072021484375) | > loader_time: 0.0032 (0.038788470354947174)  --> TIME: 2024-06-12 02:41:13 -- STEP: 69/330 -- GLOBAL_STEP: 352400 | > loss_disc: 2.3964431285858154 (2.3510250319605293) | > loss_disc_real_0: 0.07876785844564438 (0.10628029563720676) | > loss_disc_real_1: 0.21022947132587433 (0.195311910432318) | > loss_disc_real_2: 0.23454609513282776 (0.20870341749294943) | > loss_disc_real_3: 0.25222593545913696 (0.22802660365899405) | > loss_disc_real_4: 0.2561914324760437 (0.23340567363345105) | > loss_disc_real_5: 0.2392575591802597 (0.22545662219973578) | > loss_0: 2.3964431285858154 (2.3510250319605293) | > grad_norm_0: tensor(9.9950, device='cuda:0') (tensor(8.6612, device='cuda:0')) | > loss_gen: 2.5638930797576904 (2.5048218879146846) | > loss_kl: 2.076470136642456 (1.9953188239664272) | > loss_feat: 6.503191947937012 (7.008548743482949) | > loss_mel: 16.529518127441406 (17.31890722634136) | > loss_duration: 1.928929328918457 (1.9878782016643575) | > loss_1: 29.602001190185547 (30.815474662227906) | > grad_norm_1: tensor(83.6338, device='cuda:0') (tensor(79.4834, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3572 (0.3569446439328401) | > loader_time: 0.0035 (0.026018792304439816)  --> TIME: 2024-06-12 02:41:22 -- STEP: 94/330 -- GLOBAL_STEP: 352425 | > loss_disc: 2.3451898097991943 (2.351876781341878) | > loss_disc_real_0: 0.1267888844013214 (0.10743088354455664) | > loss_disc_real_1: 0.1750713288784027 (0.19518869370222092) | > loss_disc_real_2: 0.2106044739484787 (0.2094915358627096) | > loss_disc_real_3: 0.2601153254508972 (0.22858727263643386) | > loss_disc_real_4: 0.22636976838111877 (0.23438416373856524) | > loss_disc_real_5: 0.1957141011953354 (0.2255847079956785) | > loss_0: 2.3451898097991943 (2.351876781341878) | > grad_norm_0: tensor(5.2355, device='cuda:0') (tensor(8.6539, device='cuda:0')) | > loss_gen: 2.564966917037964 (2.4971062883417656) | > loss_kl: 1.9512295722961426 (1.998821891368703) | > loss_feat: 7.426889419555664 (6.958384381963851) | > loss_mel: 17.69754409790039 (17.270292829959956) | > loss_duration: 2.020219326019287 (1.986121261373479) | > loss_1: 31.66084861755371 (30.71072649448476) | > grad_norm_1: tensor(54.9267, device='cuda:0') (tensor(92.4886, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3859 (0.361991304032346) | > loader_time: 0.0041 (0.02017641574778455)  --> TIME: 2024-06-12 02:41:32 -- STEP: 119/330 -- GLOBAL_STEP: 352450 | > loss_disc: 2.4155771732330322 (2.3582618056225177) | > loss_disc_real_0: 0.11940023303031921 (0.10919133774122271) | > loss_disc_real_1: 0.19648723304271698 (0.1949061098970285) | > loss_disc_real_2: 0.20109453797340393 (0.20967825182846614) | > loss_disc_real_3: 0.24030323326587677 (0.2297959802280955) | > loss_disc_real_4: 0.26366981863975525 (0.23470433632365795) | > loss_disc_real_5: 0.2503144443035126 (0.22537962391096003) | > loss_0: 2.4155771732330322 (2.3582618056225177) | > grad_norm_0: tensor(10.5153, device='cuda:0') (tensor(9.3729, device='cuda:0')) | > loss_gen: 2.510146141052246 (2.487991078561093) | > loss_kl: 1.963002324104309 (2.0012443877067883) | > loss_feat: 7.429689884185791 (6.95280717801647) | > loss_mel: 17.329187393188477 (17.26334341834574) | > loss_duration: 1.9832088947296143 (1.9873221090861726) | > loss_1: 31.215234756469727 (30.692708087568523) | > grad_norm_1: tensor(115.9455, device='cuda:0') (tensor(108.0864, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3909 (0.36573280606951025) | > loader_time: 0.0043 (0.016862033795909722)  --> TIME: 2024-06-12 02:41:42 -- STEP: 144/330 -- GLOBAL_STEP: 352475 | > loss_disc: 2.2549643516540527 (2.354993300305472) | > loss_disc_real_0: 0.10150180011987686 (0.11031729567589031) | > loss_disc_real_1: 0.1549147069454193 (0.19448972907331255) | > loss_disc_real_2: 0.20082896947860718 (0.21008215016788906) | > loss_disc_real_3: 0.19844990968704224 (0.22878814126468366) | > loss_disc_real_4: 0.20229634642601013 (0.23332175974630648) | > loss_disc_real_5: 0.21040885150432587 (0.2250807219081455) | > loss_0: 2.2549643516540527 (2.354993300305472) | > grad_norm_0: tensor(7.3330, device='cuda:0') (tensor(9.2150, device='cuda:0')) | > loss_gen: 2.5179288387298584 (2.481272382868661) | > loss_kl: 1.7554394006729126 (2.00215069287353) | > loss_feat: 7.694336891174316 (6.936052875386345) | > loss_mel: 17.268327713012695 (17.253854334354408) | > loss_duration: 1.9855600595474243 (1.992779527273443) | > loss_1: 31.221593856811523 (30.666109707620407) | > grad_norm_1: tensor(164.9419, device='cuda:0') (tensor(108.1945, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3843 (0.368366100721889) | > loader_time: 0.004 (0.014686615930663215)  --> TIME: 2024-06-12 02:41:52 -- STEP: 169/330 -- GLOBAL_STEP: 352500 | > loss_disc: 2.3808176517486572 (2.363552000395644) | > loss_disc_real_0: 0.1341458261013031 (0.11202836667115872) | > loss_disc_real_1: 0.20061041414737701 (0.1946241553189486) | > loss_disc_real_2: 0.21525375545024872 (0.2114141494388411) | > loss_disc_real_3: 0.2555481195449829 (0.22997514727200277) | > loss_disc_real_4: 0.251958966255188 (0.2341300738457392) | > loss_disc_real_5: 0.24046120047569275 (0.2258174504930451) | > loss_0: 2.3808176517486572 (2.363552000395644) | > grad_norm_0: tensor(12.4294, device='cuda:0') (tensor(9.6559, device='cuda:0')) | > loss_gen: 2.471519947052002 (2.476161333230825) | > loss_kl: 2.0861802101135254 (2.007073839035259) | > loss_feat: 6.716331481933594 (6.93450348475981) | > loss_mel: 16.855749130249023 (17.251939468835232) | > loss_duration: 2.0478906631469727 (1.998178586451965) | > loss_1: 30.177669525146484 (30.667856645301953) | > grad_norm_1: tensor(120.7664, device='cuda:0') (tensor(110.8166, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.402 (0.3729005903887325) | > loader_time: 0.0043 (0.013209495318711862) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_352500.pth  --> TIME: 2024-06-12 02:42:06 -- STEP: 194/330 -- GLOBAL_STEP: 352525 | > loss_disc: 2.3289923667907715 (2.364994704108877) | > loss_disc_real_0: 0.17458082735538483 (0.11320436000823975) | > loss_disc_real_1: 0.17576000094413757 (0.19485470076504438) | > loss_disc_real_2: 0.21686434745788574 (0.2112668154319537) | > loss_disc_real_3: 0.2222350388765335 (0.22948866783036398) | > loss_disc_real_4: 0.23975390195846558 (0.2338435132939791) | > loss_disc_real_5: 0.21200911700725555 (0.22545754126052267) | > loss_0: 2.3289923667907715 (2.364994704108877) | > grad_norm_0: tensor(44.7988, device='cuda:0') (tensor(11.2289, device='cuda:0')) | > loss_gen: 2.599358320236206 (2.4710486045817723) | > loss_kl: 2.1924855709075928 (2.0113313855584116) | > loss_feat: 6.873026371002197 (6.920895861596176) | > loss_mel: 17.143272399902344 (17.228612536007592) | > loss_duration: 2.0347301959991455 (2.006063048372564) | > loss_1: 30.842872619628906 (30.63795134947472) | > grad_norm_1: tensor(220.6225, device='cuda:0') (tensor(126.6016, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.3953 (0.3769657562688454) | > loader_time: 0.0052 (0.012139882009053967)  --> TIME: 2024-06-12 02:42:16 -- STEP: 219/330 -- GLOBAL_STEP: 352550 | > loss_disc: 2.369849681854248 (2.366205351537766) | > loss_disc_real_0: 0.15798310935497284 (0.11533661394222686) | > loss_disc_real_1: 0.1516880989074707 (0.19478228613394033) | > loss_disc_real_2: 0.22561074793338776 (0.2111092247919405) | > loss_disc_real_3: 0.2662944197654724 (0.22953527961691764) | > loss_disc_real_4: 0.2427121251821518 (0.23331537087486215) | > loss_disc_real_5: 0.24223445355892181 (0.22514587586328863) | > loss_0: 2.369849681854248 (2.366205351537766) | > grad_norm_0: tensor(26.0691, device='cuda:0') (tensor(13.2387, device='cuda:0')) | > loss_gen: 2.5285091400146484 (2.471392478028388) | > loss_kl: 2.116285562515259 (2.0160583099818115) | > loss_feat: 7.754336833953857 (6.9256716275324015) | > loss_mel: 17.391382217407227 (17.19506844646854) | > loss_duration: 2.070545196533203 (2.0141370013424247) | > loss_1: 31.861059188842773 (30.622327769728013) | > grad_norm_1: tensor(311.1528, device='cuda:0') (tensor(152.0341, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.4215 (0.37995338004473683) | > loader_time: 0.0047 (0.011313170602876847)  --> TIME: 2024-06-12 02:42:27 -- STEP: 244/330 -- GLOBAL_STEP: 352575 | > loss_disc: 2.3627073764801025 (2.3651678816216894) | > loss_disc_real_0: 0.09494495391845703 (0.11548582782022289) | > loss_disc_real_1: 0.15721341967582703 (0.19479677502493387) | > loss_disc_real_2: 0.18482506275177002 (0.2109919749200344) | > loss_disc_real_3: 0.21134519577026367 (0.22950047956871206) | > loss_disc_real_4: 0.1834634691476822 (0.23289543054387218) | > loss_disc_real_5: 0.170004203915596 (0.22467496301062773) | > loss_0: 2.3627073764801025 (2.3651678816216894) | > grad_norm_0: tensor(43.1141, device='cuda:0') (tensor(14.8799, device='cuda:0')) | > loss_gen: 2.4253733158111572 (2.477656503192713) | > loss_kl: 2.0093626976013184 (2.0197396034100015) | > loss_feat: 6.772778034210205 (6.9352159070186925) | > loss_mel: 16.220544815063477 (17.159650611095728) | > loss_duration: 2.0492565631866455 (2.023247578104989) | > loss_1: 29.47731590270996 (30.61551013540049) | > grad_norm_1: tensor(533.5116, device='cuda:0') (tensor(173.5958, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.4401 (0.3839318410294955) | > loader_time: 0.0055 (0.01069238049085023)  --> TIME: 2024-06-12 02:42:38 -- STEP: 269/330 -- GLOBAL_STEP: 352600 | > loss_disc: 2.330411672592163 (2.36767560487343) | > loss_disc_real_0: 0.16737447679042816 (0.11720539310940138) | > loss_disc_real_1: 0.17595870792865753 (0.1954095187461952) | > loss_disc_real_2: 0.17949481308460236 (0.21138809876149472) | > loss_disc_real_3: 0.21072621643543243 (0.22959448447014763) | > loss_disc_real_4: 0.22098611295223236 (0.23298998337696034) | > loss_disc_real_5: 0.23699919879436493 (0.22415594163880473) | > loss_0: 2.330411672592163 (2.36767560487343) | > grad_norm_0: tensor(33.0364, device='cuda:0') (tensor(17.1133, device='cuda:0')) | > loss_gen: 2.504384994506836 (2.4808030314605025) | > loss_kl: 2.013521909713745 (2.0249146892235617) | > loss_feat: 7.342110633850098 (6.944740795291489) | > loss_mel: 16.82373809814453 (17.128608980143365) | > loss_duration: 2.1389975547790527 (2.031845668877811) | > loss_1: 30.82275390625 (30.610913138407312) | > grad_norm_1: tensor(365.1607, device='cuda:0') (tensor(197.8529, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.4397 (0.3886708654878751) | > loader_time: 0.0064 (0.010246147453563365)  --> TIME: 2024-06-12 02:42:50 -- STEP: 294/330 -- GLOBAL_STEP: 352625 | > loss_disc: 2.45686674118042 (2.3692623774210606) | > loss_disc_real_0: 0.10764657706022263 (0.1183673668221957) | > loss_disc_real_1: 0.1815558820962906 (0.1957748543445756) | > loss_disc_real_2: 0.22882981598377228 (0.2114394435874459) | > loss_disc_real_3: 0.23279236257076263 (0.22956649447176733) | > loss_disc_real_4: 0.20770113170146942 (0.2326758160274856) | > loss_disc_real_5: 0.19817212224006653 (0.22385734502150093) | > loss_0: 2.45686674118042 (2.3692623774210606) | > grad_norm_0: tensor(16.1473, device='cuda:0') (tensor(17.9601, device='cuda:0')) | > loss_gen: 2.2366080284118652 (2.4767532900077134) | > loss_kl: 2.1642370223999023 (2.030420351190631) | > loss_feat: 6.828495502471924 (6.952748592208033) | > loss_mel: 16.69545555114746 (17.077282947747875) | > loss_duration: 2.1811351776123047 (2.042120104744321) | > loss_1: 30.105932235717773 (30.579325286709533) | > grad_norm_1: tensor(390.9240, device='cuda:0') (tensor(210.4458, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.4701 (0.3948273326263947) | > loader_time: 0.0069 (0.009923243198265024)  --> TIME: 2024-06-12 02:43:03 -- STEP: 319/330 -- GLOBAL_STEP: 352650 | > loss_disc: 2.5308096408843994 (2.372023591427219) | > loss_disc_real_0: 0.16948814690113068 (0.11940585863907882) | > loss_disc_real_1: 0.2166164666414261 (0.1962222690959709) | > loss_disc_real_2: 0.22877095639705658 (0.21162807002523476) | > loss_disc_real_3: 0.2593022584915161 (0.22972523311275672) | > loss_disc_real_4: 0.29464924335479736 (0.23295494269427836) | > loss_disc_real_5: 0.28267523646354675 (0.2243297399024605) | > loss_0: 2.5308096408843994 (2.372023591427219) | > grad_norm_0: tensor(27.4051, device='cuda:0') (tensor(18.1511, device='cuda:0')) | > loss_gen: 2.2860753536224365 (2.472832498131874) | > loss_kl: 1.9823274612426758 (2.0348565036600283) | > loss_feat: 6.259937763214111 (6.97216816008278) | > loss_mel: 15.7964448928833 (17.03205508946624) | > loss_duration: 2.234846591949463 (2.0563704182735436) | > loss_1: 28.559633255004883 (30.568282686430834) | > grad_norm_1: tensor(377.6807, device='cuda:0') (tensor(217.3055, device='cuda:0')) | > current_lr_0: 0.0001809437316756272 | > current_lr_1: 0.0001809437316756272 | > step_time: 0.5523 (0.4039684956350297) | > loader_time: 0.0082 (0.009739099998832868)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6208508014678955 (2.6208508014678955) | > loss_disc_real_0: 0.3460260033607483 (0.3460260033607483) | > loss_disc_real_1: 0.2815561890602112 (0.2815561890602112) | > loss_disc_real_2: 0.2768112123012543 (0.2768112123012543) | > loss_disc_real_3: 0.2735607922077179 (0.2735607922077179) | > loss_disc_real_4: 0.3085725009441376 (0.3085725009441376) | > loss_disc_real_5: 0.2459540069103241 (0.2459540069103241) | > loss_0: 2.6208508014678955 (2.6208508014678955) | > loss_gen: 2.8116915225982666 (2.8116915225982666) | > loss_kl: 1.8619931936264038 (1.8619931936264038) | > loss_feat: 7.172598361968994 (7.172598361968994) | > loss_mel: 16.715240478515625 (16.715240478515625) | > loss_duration: 3.179593563079834 (3.179593563079834) | > loss_1: 31.741117477416992 (31.741117477416992)  --> STEP: 1 | > loss_disc: 2.31467866897583 (2.31467866897583) | > loss_disc_real_0: 0.11561930179595947 (0.11561930179595947) | > loss_disc_real_1: 0.14085112512111664 (0.14085112512111664) | > loss_disc_real_2: 0.17699111998081207 (0.17699111998081207) | > loss_disc_real_3: 0.2836071252822876 (0.2836071252822876) | > loss_disc_real_4: 0.28061145544052124 (0.28061145544052124) | > loss_disc_real_5: 0.25334376096725464 (0.25334376096725464) | > loss_0: 2.31467866897583 (2.31467866897583) | > loss_gen: 2.4651334285736084 (2.4651334285736084) | > loss_kl: 3.425527811050415 (3.425527811050415) | > loss_feat: 6.319461345672607 (6.319461345672607) | > loss_mel: 17.033836364746094 (17.033836364746094) | > loss_duration: 2.572737693786621 (2.572737693786621) | > loss_1: 31.816696166992188 (31.816696166992188)  --> STEP: 2 | > loss_disc: 2.4310107231140137 (2.372844696044922) | > loss_disc_real_0: 0.09426506608724594 (0.1049421839416027) | > loss_disc_real_1: 0.1340728998184204 (0.13746201246976852) | > loss_disc_real_2: 0.1438838094472885 (0.1604374647140503) | > loss_disc_real_3: 0.2663775086402893 (0.27499231696128845) | > loss_disc_real_4: 0.25237298011779785 (0.26649221777915955) | > loss_disc_real_5: 0.2510093152523041 (0.25217653810977936) | > loss_0: 2.4310107231140137 (2.372844696044922) | > loss_gen: 2.104804039001465 (2.2849687337875366) | > loss_kl: 2.8877158164978027 (3.156621813774109) | > loss_feat: 5.278892993927002 (5.799177169799805) | > loss_mel: 18.616985321044922 (17.825410842895508) | > loss_duration: 2.406844139099121 (2.489790916442871) | > loss_1: 31.295242309570312 (31.55596923828125)  --> STEP: 3 | > loss_disc: 2.3993115425109863 (2.381666978200277) | > loss_disc_real_0: 0.11917023360729218 (0.10968486716349919) | > loss_disc_real_1: 0.12870219349861145 (0.13454207281271616) | > loss_disc_real_2: 0.18999740481376648 (0.17029077808062235) | > loss_disc_real_3: 0.21843567490577698 (0.2561401029427846) | > loss_disc_real_4: 0.2735593914985657 (0.2688479423522949) | > loss_disc_real_5: 0.23406116664409637 (0.2461380809545517) | > loss_0: 2.3993115425109863 (2.381666978200277) | > loss_gen: 2.2661306858062744 (2.278689384460449) | > loss_kl: 3.186101198196411 (3.1664482752482095) | > loss_feat: 6.137331485748291 (5.911895275115967) | > loss_mel: 17.840599060058594 (17.83047358194987) | > loss_duration: 2.457606554031372 (2.479062795639038) | > loss_1: 31.88776969909668 (31.666569391886394)  --> STEP: 4 | > loss_disc: 2.484534740447998 (2.407383918762207) | > loss_disc_real_0: 0.15638267993927002 (0.1213593203574419) | > loss_disc_real_1: 0.2234412580728531 (0.1567668691277504) | > loss_disc_real_2: 0.25416067242622375 (0.1912582516670227) | > loss_disc_real_3: 0.26229339838027954 (0.25767842680215836) | > loss_disc_real_4: 0.280338317155838 (0.2717205360531807) | > loss_disc_real_5: 0.2579391598701477 (0.2490883506834507) | > loss_0: 2.484534740447998 (2.407383918762207) | > loss_gen: 2.4068169593811035 (2.310721278190613) | > loss_kl: 4.069416522979736 (3.3921903371810913) | > loss_feat: 5.772711277008057 (5.877099275588989) | > loss_mel: 16.803924560546875 (17.57383632659912) | > loss_duration: 2.332984209060669 (2.442543148994446) | > loss_1: 31.385854721069336 (31.59639072418213)  --> STEP: 5 | > loss_disc: 2.1949660778045654 (2.3649003505706787) | > loss_disc_real_0: 0.14785310626029968 (0.12665807753801345) | > loss_disc_real_1: 0.16332709789276123 (0.15807891488075257) | > loss_disc_real_2: 0.22770652174949646 (0.19854790568351746) | > loss_disc_real_3: 0.23703992366790771 (0.2535507261753082) | > loss_disc_real_4: 0.21869918704032898 (0.26111626625061035) | > loss_disc_real_5: 0.17185398936271667 (0.23364147841930388) | > loss_0: 2.1949660778045654 (2.3649003505706787) | > loss_gen: 2.632166862487793 (2.3750103950500487) | > loss_kl: 2.89561128616333 (3.2928745269775392) | > loss_feat: 5.865382671356201 (5.874755954742431) | > loss_mel: 17.642780303955078 (17.587625122070314) | > loss_duration: 2.3822288513183594 (2.4304802894592283) | > loss_1: 31.418170928955078 (31.56074676513672)  --> STEP: 6 | > loss_disc: 2.4919443130493164 (2.386074344317118) | > loss_disc_real_0: 0.11548316478729248 (0.12479559207955997) | > loss_disc_real_1: 0.15287365019321442 (0.15721137076616287) | > loss_disc_real_2: 0.2659275233745575 (0.20977784196535745) | > loss_disc_real_3: 0.30786409974098206 (0.26260295510292053) | > loss_disc_real_4: 0.30352163314819336 (0.2681838274002075) | > loss_disc_real_5: 0.2952480614185333 (0.2439092422525088) | > loss_0: 2.4919443130493164 (2.386074344317118) | > loss_gen: 2.492655038833618 (2.3946178356806436) | > loss_kl: 2.572664737701416 (3.172839562098185) | > loss_feat: 5.99260950088501 (5.894398212432861) | > loss_mel: 18.568246841430664 (17.75106207529704) | > loss_duration: 2.221177101135254 (2.395596424738566) | > loss_1: 31.847354888916016 (31.6085147857666)  --> STEP: 7 | > loss_disc: 1.9901074171066284 (2.3295076404299055) | > loss_disc_real_0: 0.06657861173152924 (0.11647888060126986) | > loss_disc_real_1: 0.22111785411834717 (0.1663408683879035) | > loss_disc_real_2: 0.14009883999824524 (0.19982369882719858) | > loss_disc_real_3: 0.2132972776889801 (0.25555928690092905) | > loss_disc_real_4: 0.1851293295621872 (0.25631889913763317) | > loss_disc_real_5: 0.1866205632686615 (0.23572514525481633) | > loss_0: 1.9901074171066284 (2.3295076404299055) | > loss_gen: 2.7515761852264404 (2.4456118856157576) | > loss_kl: 4.397305965423584 (3.347763334001814) | > loss_feat: 8.117347717285156 (6.211962427411761) | > loss_mel: 20.0386905670166 (18.07786614554269) | > loss_duration: 2.532911539077759 (2.415212869644165) | > loss_1: 37.837833404541016 (32.49841744559152)  --> STEP: 8 | > loss_disc: 2.3336544036865234 (2.3300259858369827) | > loss_disc_real_0: 0.12006605416536331 (0.11692727729678154) | > loss_disc_real_1: 0.1720968633890152 (0.16706036776304245) | > loss_disc_real_2: 0.24209871888160706 (0.20510807633399963) | > loss_disc_real_3: 0.20110440254211426 (0.2487524263560772) | > loss_disc_real_4: 0.26990893483161926 (0.25801765359938145) | > loss_disc_real_5: 0.2171507328748703 (0.23340334370732307) | > loss_0: 2.3336544036865234 (2.3300259858369827) | > loss_gen: 2.5052988529205322 (2.4530727565288544) | > loss_kl: 2.9409284591674805 (3.296908974647522) | > loss_feat: 9.804084777832031 (6.660977721214294) | > loss_mel: 19.31931495666504 (18.233047246932983) | > loss_duration: 2.2485506534576416 (2.3943800926208496) | > loss_1: 36.81817626953125 (33.038387298583984)  --> STEP: 9 | > loss_disc: 2.665605306625366 (2.367312577035692) | > loss_disc_real_0: 0.2851957380771637 (0.13562377293904623) | > loss_disc_real_1: 0.24349670112133026 (0.1755532936917411) | > loss_disc_real_2: 0.24755138158798218 (0.2098239991399977) | > loss_disc_real_3: 0.23702888190746307 (0.24744981030623117) | > loss_disc_real_4: 0.2689207196235657 (0.25922910537984634) | > loss_disc_real_5: 0.22128480672836304 (0.23205683959854972) | > loss_0: 2.665605306625366 (2.367312577035692) | > loss_gen: 2.326850414276123 (2.4390480518341064) | > loss_kl: 2.6880345344543457 (3.2292562590705023) | > loss_feat: 7.911304950714111 (6.799902968936497) | > loss_mel: 18.641935348510742 (18.278479258219402) | > loss_duration: 2.1658554077148438 (2.368988460964627) | > loss_1: 33.73398208618164 (33.115675608317055)  --> STEP: 10 | > loss_disc: 2.5193755626678467 (2.3825188755989073) | > loss_disc_real_0: 0.09908242523670197 (0.1319696381688118) | > loss_disc_real_1: 0.27022475004196167 (0.18502043932676315) | > loss_disc_real_2: 0.273491770029068 (0.21619077622890473) | > loss_disc_real_3: 0.32249340415000916 (0.25495416969060897) | > loss_disc_real_4: 0.2686007618904114 (0.26016627103090284) | > loss_disc_real_5: 0.3353465795516968 (0.24238581359386444) | > loss_0: 2.5193755626678467 (2.3825188755989073) | > loss_gen: 2.630290985107422 (2.458172345161438) | > loss_kl: 2.9643497467041016 (3.202765607833862) | > loss_feat: 5.7477827072143555 (6.694690942764282) | > loss_mel: 17.423778533935547 (18.193009185791016) | > loss_duration: 2.3331077098846436 (2.3654003858566286) | > loss_1: 31.099308013916016 (32.914038848876956)  --> STEP: 11 | > loss_disc: 2.514004945755005 (2.3944721547040073) | > loss_disc_real_0: 0.11458804458379745 (0.13038949329744687) | > loss_disc_real_1: 0.2678839862346649 (0.1925534890456633) | > loss_disc_real_2: 0.1951569765806198 (0.2142786126245152) | > loss_disc_real_3: 0.2934686541557312 (0.25845548646016553) | > loss_disc_real_4: 0.2814207971096039 (0.26209850067442114) | > loss_disc_real_5: 0.2648727595806122 (0.24443008141084152) | > loss_0: 2.514004945755005 (2.3944721547040073) | > loss_gen: 2.3187601566314697 (2.4454985098405317) | > loss_kl: 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(2.375661929448446) | > loss_1: 32.33646011352539 (32.66194613774618)  --> STEP: 13 | > loss_disc: 2.239974021911621 (2.3820127982359667) | > loss_disc_real_0: 0.07320845127105713 (0.12541651324583933) | > loss_disc_real_1: 0.20437121391296387 (0.19046062574936792) | > loss_disc_real_2: 0.17904599010944366 (0.21810327126429632) | > loss_disc_real_3: 0.2971111834049225 (0.26682520715089947) | > loss_disc_real_4: 0.17009547352790833 (0.2540555882912416) | > loss_disc_real_5: 0.18000465631484985 (0.23922514227720407) | > loss_0: 2.239974021911621 (2.3820127982359667) | > loss_gen: 2.3833959102630615 (2.44582592524015) | > loss_kl: 3.054537057876587 (3.2070724964141846) | > loss_feat: 9.920618057250977 (6.887481102576623) | > loss_mel: 17.628337860107422 (17.95364313859206) | > loss_duration: 2.2687995433807373 (2.3674417459047756) | > loss_1: 35.25568771362305 (32.861464720505936)  --> STEP: 14 | > loss_disc: 2.4240479469299316 (2.385015308856964) | > loss_disc_real_0: 0.12320731580257416 (0.12525871342846323) | > loss_disc_real_1: 0.20680999755859375 (0.1916284380214555) | > loss_disc_real_2: 0.23943370580673218 (0.21962687373161316) | > loss_disc_real_3: 0.3072422742843628 (0.2697121405175754) | > loss_disc_real_4: 0.2804732918739319 (0.2559425671185766) | > loss_disc_real_5: 0.2560804486274719 (0.24042909273079463) | > loss_0: 2.4240479469299316 (2.385015308856964) | > loss_gen: 2.676443576812744 (2.4622986146381924) | > loss_kl: 3.565638303756714 (3.2326843397957936) | > loss_feat: 6.300888538360596 (6.845581633704049) | > loss_mel: 18.855792999267578 (18.0180824143546) | > loss_duration: 2.4294233322143555 (2.371869002069746) | > loss_1: 33.82818603515625 (32.93051624298096)  --> STEP: 15 | > loss_disc: 2.369778633117676 (2.383999530474345) | > loss_disc_real_0: 0.13989610970020294 (0.1262345398465792) | > loss_disc_real_1: 0.13184890151023865 (0.18764313558737436) | > loss_disc_real_2: 0.24242477118968964 (0.2211467335621516) | > loss_disc_real_3: 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(6.810662774478688) | > loss_mel: 17.75942611694336 (17.69576409283806) | > loss_duration: 2.4553050994873047 (2.3792908472173355) | > loss_1: 33.41972351074219 (32.50541339201086)  --> STEP: 18 | > loss_disc: 2.408656120300293 (2.4146523674329123) | > loss_disc_real_0: 0.09910359978675842 (0.13059737326370344) | > loss_disc_real_1: 0.1747252643108368 (0.193982789085971) | > loss_disc_real_2: 0.2061385065317154 (0.2266339146428638) | > loss_disc_real_3: 0.20900548994541168 (0.2681495539016194) | > loss_disc_real_4: 0.20267803966999054 (0.2526523893078168) | > loss_disc_real_5: 0.1531922072172165 (0.23497343808412552) | > loss_0: 2.408656120300293 (2.4146523674329123) | > loss_gen: 2.071260690689087 (2.4132962226867676) | > loss_kl: 3.156259536743164 (3.184611757596334) | > loss_feat: 7.699161529541016 (6.860023816426595) | > loss_mel: 18.190959930419922 (17.72327497270372) | > loss_duration: 2.263354778289795 (2.372849954499139) | > loss_1: 33.38099670410156 (32.55405690934923)  --> STEP: 19 | > loss_disc: 2.631110429763794 (2.4260448970292745) | > loss_disc_real_0: 0.0978890061378479 (0.12887588025707944) | > loss_disc_real_1: 0.23385192453861237 (0.19608116463611) | > loss_disc_real_2: 0.27126362919807434 (0.22898284698787488) | > loss_disc_real_3: 0.29739677906036377 (0.2696888815415533) | > loss_disc_real_4: 0.28954577445983887 (0.25459414642108114) | > loss_disc_real_5: 0.24621421098709106 (0.23556505771059738) | > loss_0: 2.631110429763794 (2.4260448970292745) | > loss_gen: 2.2295150756835938 (2.403623530739232) | > loss_kl: 2.4134511947631836 (3.1440243595524837) | > loss_feat: 7.012510299682617 (6.868049420808491) | > loss_mel: 17.668123245239258 (17.720372250205592) | > loss_duration: 2.4015707969665527 (2.3743615777868974) | > loss_1: 31.72517204284668 (32.51043139005962)  --> STEP: 20 | > loss_disc: 2.271944999694824 (2.418339902162552) | > loss_disc_real_0: 0.11199410259723663 (0.1280317913740873) | > loss_disc_real_1: 0.21247124671936035 (0.1969006687402725) | > loss_disc_real_2: 0.18837465345859528 (0.2269524373114109) | > loss_disc_real_3: 0.26759156584739685 (0.2695840157568455) | > loss_disc_real_4: 0.20670373737812042 (0.2521996259689331) | > loss_disc_real_5: 0.18336467444896698 (0.23295503854751587) | > loss_0: 2.271944999694824 (2.418339902162552) | > loss_gen: 2.259413242340088 (2.3964130163192747) | > loss_kl: 2.423311948776245 (3.107988739013672) | > loss_feat: 5.562331199645996 (6.802763509750366) | > loss_mel: 16.550386428833008 (17.661872959136964) | > loss_duration: 2.3102593421936035 (2.371156466007233) | > loss_1: 29.105701446533203 (32.340194892883304)  --> STEP: 21 | > loss_disc: 2.341468095779419 (2.4146793399538313) | > loss_disc_real_0: 0.10234817862510681 (0.12680876219556442) | > loss_disc_real_1: 0.23539453744888306 (0.19873371010734922) | > loss_disc_real_2: 0.24393007159233093 (0.2277608960866928) | > loss_disc_real_3: 0.2525438964366913 (0.2687725815035048) | > loss_disc_real_4: 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(17.382981175961703) | > loss_duration: 2.289539098739624 (2.3511335538781206) | > loss_1: 28.778139114379883 (31.815600436666738)  --> STEP: 24 | > loss_disc: 2.3058221340179443 (2.432471906145414) | > loss_disc_real_0: 0.19883373379707336 (0.13757345670213297) | > loss_disc_real_1: 0.29086971282958984 (0.2047581716130177) | > loss_disc_real_2: 0.19976268708705902 (0.2277882763495048) | > loss_disc_real_3: 0.21138916909694672 (0.2679227609187365) | > loss_disc_real_4: 0.22396130859851837 (0.2564655498911937) | > loss_disc_real_5: 0.22193878889083862 (0.23666240026553473) | > loss_0: 2.3058221340179443 (2.432471906145414) | > loss_gen: 2.494460105895996 (2.3989087243874865) | > loss_kl: 2.0900979042053223 (3.0434413154919944) | > loss_feat: 5.493551254272461 (6.55566147963206) | > loss_mel: 15.366701126098633 (17.298969507217407) | > loss_duration: 2.4294424057006836 (2.354396422704061) | > loss_1: 27.874252319335938 (31.651377598444622)  --> STEP: 25 | > loss_disc: 2.470642328262329 (2.4339987230300903) | > loss_disc_real_0: 0.14646312594413757 (0.13792904347181317) | > loss_disc_real_1: 0.17393158376216888 (0.20352510809898378) | > loss_disc_real_2: 0.2804888188838959 (0.22989629805088044) | > loss_disc_real_3: 0.23549143970012665 (0.26662550806999213) | > loss_disc_real_4: 0.22442099452018738 (0.2551837676763535) | > loss_disc_real_5: 0.22694797813892365 (0.2362738233804703) | > loss_0: 2.470642328262329 (2.4339987230300903) | > loss_gen: 2.155135154724121 (2.389157781600952) | > loss_kl: 3.1359896659851074 (3.0471432495117186) | > loss_feat: 5.5621418952941895 (6.5159206962585445) | > loss_mel: 15.101974487304688 (17.2110897064209) | > loss_duration: 2.4003725051879883 (2.356235466003418) | > loss_1: 28.355613708496094 (31.51954704284668)  --> STEP: 26 | > loss_disc: 4.696398735046387 (2.5210141081076403) | > loss_disc_real_0: 0.5835855007171631 (0.15506967644278816) | > loss_disc_real_1: 0.22603683173656464 (0.2043909436235061) | > loss_disc_real_2: 0.12255962938070297 (0.22576796464048898) | > loss_disc_real_3: 0.15067961812019348 (0.26216605076423066) | > loss_disc_real_4: 1.447371006011963 (0.30103712299695384) | > loss_disc_real_5: 0.7476456761360168 (0.2559419715633759) | > loss_0: 4.696398735046387 (2.5210141081076403) | > loss_gen: 2.1761183738708496 (2.380963958226717) | > loss_kl: 2.6420466899871826 (3.031562612606929) | > loss_feat: 22.122940063476562 (7.116190671920776) | > loss_mel: 19.077909469604492 (17.282890466543346) | > loss_duration: 2.322413921356201 (2.3549346373631406) | > loss_1: 48.341426849365234 (32.16654242002047) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023678541183471675 (-0.00020244488349327764) | > avg_loss_disc: 2.5210141081076403 (+0.014914994056408393) | > avg_loss_disc_real_0: 0.15506967644278816 (-0.02949160881913629) | > avg_loss_disc_real_1: 0.2043909436235061 (-0.015460963432605446) | > avg_loss_disc_real_2: 0.22576796464048898 (+0.02240258025435299) | > avg_loss_disc_real_3: 0.26216605076423066 (+0.014315316310295784) | > avg_loss_disc_real_4: 0.30103712299695384 (+0.055825666166268884) | > avg_loss_disc_real_5: 0.2559419715633759 (+0.004115559733830931) | > avg_loss_0: 2.5210141081076403 (+0.014914994056408393) | > avg_loss_gen: 2.380963958226717 (-0.006055437601529601) | > avg_loss_kl: 3.031562612606929 (-0.07261191881619977) | > avg_loss_feat: 7.116190671920776 (+0.6007089156370897) | > avg_loss_mel: 17.282890466543346 (+0.37997898688684373) | > avg_loss_duration: 2.3549346373631406 (-0.009962632105900315) | > avg_loss_1: 32.16654242002047 (+0.8920582991379966)  > EPOCH: 802/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:43:29)   --> TIME: 2024-06-12 02:43:35 -- STEP: 14/330 -- GLOBAL_STEP: 352675 | > loss_disc: 2.3629560470581055 (2.3422192675726756) | > loss_disc_real_0: 0.07996087521314621 (0.1001010819205216) | > loss_disc_real_1: 0.16049256920814514 (0.19616251013108663) | > loss_disc_real_2: 0.20896118879318237 (0.20639667234250478) | > loss_disc_real_3: 0.2403770536184311 (0.2330116065485137) | > loss_disc_real_4: 0.2337460070848465 (0.23609725385904312) | > loss_disc_real_5: 0.2426195591688156 (0.22493524317230498) | > loss_0: 2.3629560470581055 (2.3422192675726756) | > grad_norm_0: tensor(19.8315, device='cuda:0') (tensor(8.9093, device='cuda:0')) | > loss_gen: 2.5647990703582764 (2.473005311829703) | > loss_kl: 2.0147526264190674 (1.9335466197558813) | > loss_feat: 7.312232494354248 (6.911407675061907) | > loss_mel: 16.45214080810547 (17.499836240495956) | > loss_duration: 1.987616777420044 (2.060565616403307) | > loss_1: 30.331541061401367 (30.878361293247767) | > grad_norm_1: tensor(275.7973, device='cuda:0') (tensor(89.1585, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3599 (0.3695322104862758) | > loader_time: 0.0029 (0.002987640244620187)  --> TIME: 2024-06-12 02:43:45 -- STEP: 39/330 -- GLOBAL_STEP: 352700 | > loss_disc: 2.2431442737579346 (2.3211501194880557) | > loss_disc_real_0: 0.09633415937423706 (0.10454781506306086) | > loss_disc_real_1: 0.17978768050670624 (0.19284464839177254) | > loss_disc_real_2: 0.21578660607337952 (0.206036647160848) | > loss_disc_real_3: 0.214626744389534 (0.22640069402181184) | > loss_disc_real_4: 0.20738373696804047 (0.23288089686479324) | > loss_disc_real_5: 0.19765342772006989 (0.224807335016055) | > loss_0: 2.2431442737579346 (2.3211501194880557) | > grad_norm_0: tensor(8.5434, device='cuda:0') (tensor(8.6406, device='cuda:0')) | > loss_gen: 2.644791603088379 (2.5125972185379424) | > loss_kl: 2.0043492317199707 (1.9543864879852686) | > loss_feat: 7.852260589599609 (7.042901283655411) | > loss_mel: 17.058677673339844 (17.31695835406964) | > loss_duration: 1.994751214981079 (2.006520769534967) | > loss_1: 31.554828643798828 (30.83336424216246) | > grad_norm_1: tensor(111.2989, device='cuda:0') (tensor(87.4409, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3594 (0.3656946573501978) | > loader_time: 0.0034 (0.0032291045555701624)  --> TIME: 2024-06-12 02:43:54 -- STEP: 64/330 -- GLOBAL_STEP: 352725 | > loss_disc: 2.2804975509643555 (2.3340683951973915) | > loss_disc_real_0: 0.11985127627849579 (0.10671856405679137) | > loss_disc_real_1: 0.20488859713077545 (0.19548251968808472) | > loss_disc_real_2: 0.24431540071964264 (0.2081441804766655) | > loss_disc_real_3: 0.21517343819141388 (0.22647567093372345) | > loss_disc_real_4: 0.2285093069076538 (0.23276221030391753) | > loss_disc_real_5: 0.2163301557302475 (0.2248443178832531) | > loss_0: 2.2804975509643555 (2.3340683951973915) | > grad_norm_0: tensor(9.3565, device='cuda:0') (tensor(9.8157, device='cuda:0')) | > loss_gen: 2.5791964530944824 (2.511405840516091) | > loss_kl: 2.0774877071380615 (1.9667857699096203) | > loss_feat: 8.124999046325684 (7.050822041928768) | > loss_mel: 17.776748657226562 (17.363441020250324) | > loss_duration: 1.9939088821411133 (1.9912281818687914) | > loss_1: 32.55234146118164 (30.8836829662323) | > grad_norm_1: tensor(123.2261, device='cuda:0') (tensor(116.4671, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3829 (0.3661329783499241) | > loader_time: 0.0038 (0.0033414214849472046)  --> TIME: 2024-06-12 02:44:03 -- STEP: 89/330 -- GLOBAL_STEP: 352750 | > loss_disc: 2.3397574424743652 (2.3481512900148886) | > loss_disc_real_0: 0.16333362460136414 (0.10824688289607509) | > loss_disc_real_1: 0.19143401086330414 (0.1963481849498963) | > loss_disc_real_2: 0.24861550331115723 (0.2098991527651133) | > loss_disc_real_3: 0.21230556070804596 (0.22763483510928206) | > loss_disc_real_4: 0.2167835831642151 (0.23309180056780912) | > loss_disc_real_5: 0.22018393874168396 (0.2249363630675198) | > loss_0: 2.3397574424743652 (2.3481512900148886) | > grad_norm_0: tensor(10.6631, device='cuda:0') (tensor(9.3927, device='cuda:0')) | > loss_gen: 2.4576292037963867 (2.5041552768664417) | > loss_kl: 1.8254485130310059 (1.9878164596771926) | > loss_feat: 6.855844497680664 (7.041749675622147) | > loss_mel: 17.026098251342773 (17.315217682484832) | > loss_duration: 1.9949469566345215 (1.9856222064307567) | > loss_1: 30.15996742248535 (30.834561401538636) | > grad_norm_1: tensor(58.1278, device='cuda:0') (tensor(107.6477, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3673 (0.36637657679868546) | > loader_time: 0.0038 (0.0034606054927525894)  --> TIME: 2024-06-12 02:44:13 -- STEP: 114/330 -- GLOBAL_STEP: 352775 | > loss_disc: 2.3086445331573486 (2.3547734628643915) | > loss_disc_real_0: 0.10129714012145996 (0.1105169544748047) | > loss_disc_real_1: 0.16680198907852173 (0.1959446694767266) | > loss_disc_real_2: 0.19729381799697876 (0.21027620646514392) | > loss_disc_real_3: 0.21033811569213867 (0.22840604342912374) | > loss_disc_real_4: 0.22457267343997955 (0.2322650699500452) | > loss_disc_real_5: 0.22795048356056213 (0.2244138343815218) | > loss_0: 2.3086445331573486 (2.3547734628643915) | > grad_norm_0: tensor(8.7971, device='cuda:0') (tensor(9.7914, device='cuda:0')) | > loss_gen: 2.518207311630249 (2.493502608516761) | > loss_kl: 2.138874053955078 (1.9976147068174261) | > loss_feat: 7.234001636505127 (7.00815522879885) | > loss_mel: 17.87462043762207 (17.26844089073047) | > loss_duration: 2.0053553581237793 (1.987603969741286) | > loss_1: 31.771059036254883 (30.75531758760151) | > grad_norm_1: tensor(70.0348, device='cuda:0') (tensor(109.7670, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3591 (0.36683162053426105) | > loader_time: 0.0039 (0.0035541224897953504)  --> TIME: 2024-06-12 02:44:22 -- STEP: 139/330 -- GLOBAL_STEP: 352800 | > loss_disc: 2.3455002307891846 (2.359586967838754) | > loss_disc_real_0: 0.1381775289773941 (0.11131936847734794) | > loss_disc_real_1: 0.18506045639514923 (0.1969715897127879) | > loss_disc_real_2: 0.23104648292064667 (0.2106080313595079) | > loss_disc_real_3: 0.21081222593784332 (0.22865153945607247) | > loss_disc_real_4: 0.2305426001548767 (0.23227825449953834) | > loss_disc_real_5: 0.23009732365608215 (0.22399843435922115) | > loss_0: 2.3455002307891846 (2.359586967838754) | > grad_norm_0: tensor(27.5481, device='cuda:0') (tensor(10.3966, device='cuda:0')) | > loss_gen: 2.5190370082855225 (2.4877824989154194) | > loss_kl: 1.919777512550354 (2.00127576409484) | > loss_feat: 7.860314846038818 (6.990558469895836) | > loss_mel: 17.468233108520508 (17.287280926601493) | > loss_duration: 2.0683486461639404 (1.9932541075370294) | > loss_1: 31.835710525512695 (30.76015192484684) | > grad_norm_1: tensor(392.6366, device='cuda:0') (tensor(123.7305, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3767 (0.36770207933384735) | > loader_time: 0.0039 (0.00366495153029188)  --> TIME: 2024-06-12 02:44:32 -- STEP: 164/330 -- GLOBAL_STEP: 352825 | > loss_disc: 2.411959171295166 (2.3603433690420013) | > loss_disc_real_0: 0.10197865962982178 (0.11237904570269876) | > loss_disc_real_1: 0.17769892513751984 (0.19709366705359482) | > loss_disc_real_2: 0.18698906898498535 (0.21038667621409024) | > loss_disc_real_3: 0.2600288689136505 (0.2291698672967713) | > loss_disc_real_4: 0.2450600564479828 (0.23213901734206735) | > loss_disc_real_5: 0.21571829915046692 (0.22350600189188632) | > loss_0: 2.411959171295166 (2.3603433690420013) | > grad_norm_0: tensor(11.6662, device='cuda:0') (tensor(12.2781, device='cuda:0')) | > loss_gen: 2.461186408996582 (2.4873142896628972) | > loss_kl: 2.0610527992248535 (2.0092071382010857) | > loss_feat: 6.937783241271973 (6.980487643218622) | > loss_mel: 17.17270278930664 (17.275937917755865) | > loss_duration: 2.0760669708251953 (1.9972406669360836) | > loss_1: 30.708791732788086 (30.750187745908413) | > grad_norm_1: tensor(416.7834, device='cuda:0') (tensor(147.2150, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3719 (0.37005968500928177) | > loader_time: 0.0048 (0.0037697364644306464)  --> TIME: 2024-06-12 02:44:42 -- STEP: 189/330 -- GLOBAL_STEP: 352850 | > loss_disc: 2.3712639808654785 (2.3631971954668645) | > loss_disc_real_0: 0.13918626308441162 (0.1134609835094245) | > loss_disc_real_1: 0.2056569755077362 (0.19763574193394373) | > loss_disc_real_2: 0.166372150182724 (0.21017230353342797) | > loss_disc_real_3: 0.21524325013160706 (0.22940038996083395) | > loss_disc_real_4: 0.23989614844322205 (0.23232915421957692) | > loss_disc_real_5: 0.24791359901428223 (0.22356461311774278) | > loss_0: 2.3712639808654785 (2.3631971954668645) | > grad_norm_0: tensor(20.2869, device='cuda:0') (tensor(14.0413, device='cuda:0')) | > loss_gen: 2.5378026962280273 (2.485033237114156) | > loss_kl: 2.1699378490448 (2.0143669692296835) | > loss_feat: 6.55098295211792 (6.972995889249932) | > loss_mel: 16.96299934387207 (17.259264880387224) | > loss_duration: 2.0942463874816895 (2.0052617870310634) | > loss_1: 30.315967559814453 (30.73692288474431) | > grad_norm_1: tensor(224.3608, device='cuda:0') (tensor(169.0424, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3986 (0.3727093474574819) | > loader_time: 0.005 (0.003881417885028496)  --> TIME: 2024-06-12 02:44:52 -- STEP: 214/330 -- GLOBAL_STEP: 352875 | > loss_disc: 2.5391342639923096 (2.365442960061761) | > loss_disc_real_0: 0.1096971333026886 (0.1148360885818985) | > loss_disc_real_1: 0.20092026889324188 (0.19693261948979904) | > loss_disc_real_2: 0.20804175734519958 (0.21055041887214254) | > loss_disc_real_3: 0.22753283381462097 (0.2294706035161687) | > loss_disc_real_4: 0.25317439436912537 (0.23241715961806128) | > loss_disc_real_5: 0.2113686203956604 (0.22327772423485728) | > loss_0: 2.5391342639923096 (2.365442960061761) | > grad_norm_0: tensor(42.2727, device='cuda:0') (tensor(15.1465, device='cuda:0')) | > loss_gen: 2.4121477603912354 (2.4861236064233525) | > loss_kl: 1.9858832359313965 (2.0188501772479475) | > loss_feat: 6.528439044952393 (6.982753216663253) | > loss_mel: 17.016450881958008 (17.23948163184049) | > loss_duration: 2.120509147644043 (2.0135213927687894) | > loss_1: 30.063430786132812 (30.74073015195187) | > grad_norm_1: tensor(344.0492, device='cuda:0') (tensor(183.0536, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.3992 (0.3761935690853082) | > loader_time: 0.0048 (0.0039871730537058055)  --> TIME: 2024-06-12 02:45:03 -- STEP: 239/330 -- GLOBAL_STEP: 352900 | > loss_disc: 2.2898950576782227 (2.3680120691594726) | > loss_disc_real_0: 0.1163560301065445 (0.11654027663638901) | > loss_disc_real_1: 0.21233907341957092 (0.19721344618368347) | > loss_disc_real_2: 0.22942671179771423 (0.21077672625934732) | > loss_disc_real_3: 0.23719653487205505 (0.22930091382569348) | > loss_disc_real_4: 0.21334785223007202 (0.23250995601320865) | > loss_disc_real_5: 0.20236767828464508 (0.2234577812160907) | > loss_0: 2.2898950576782227 (2.3680120691594726) | > grad_norm_0: tensor(33.8530, device='cuda:0') (tensor(16.6268, device='cuda:0')) | > loss_gen: 2.564913749694824 (2.4826690771589726) | > loss_kl: 2.1509850025177 (2.021324293383993) | > loss_feat: 7.820805072784424 (6.9686185226280815) | > loss_mel: 17.096473693847656 (17.185578789172304) | > loss_duration: 2.068946599960327 (2.022510824841935) | > loss_1: 31.702125549316406 (30.68070161093229) | > grad_norm_1: tensor(468.8570, device='cuda:0') (tensor(201.1402, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.4198 (0.3802639141242373) | > loader_time: 0.0051 (0.004111453579060706)  --> TIME: 2024-06-12 02:45:14 -- STEP: 264/330 -- GLOBAL_STEP: 352925 | > loss_disc: 2.2855350971221924 (2.367425802079115) | > loss_disc_real_0: 0.11357234418392181 (0.11703186414458534) | > loss_disc_real_1: 0.23858089745044708 (0.19719712153980226) | > loss_disc_real_2: 0.19165566563606262 (0.2108080016279763) | > loss_disc_real_3: 0.22259874641895294 (0.2296306628620986) | > loss_disc_real_4: 0.22040162980556488 (0.23245949919025102) | > loss_disc_real_5: 0.20434226095676422 (0.22349028153852982) | > loss_0: 2.2855350971221924 (2.367425802079115) | > grad_norm_0: tensor(28.7156, device='cuda:0') (tensor(18.2473, device='cuda:0')) | > loss_gen: 2.6299102306365967 (2.485726072029635) | > loss_kl: 2.049877882003784 (2.0296377160332413) | > loss_feat: 7.749497890472412 (6.993241066282446) | > loss_mel: 16.87137222290039 (17.15531841552618) | > loss_duration: 2.147353172302246 (2.03100560650681) | > loss_1: 31.448009490966797 (30.694928963979084) | > grad_norm_1: tensor(571.8948, device='cuda:0') (tensor(221.2285, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.4605 (0.3849429903608379) | > loader_time: 0.0065 (0.004251159501798229)  --> TIME: 2024-06-12 02:45:26 -- STEP: 289/330 -- GLOBAL_STEP: 352950 | > loss_disc: 2.420985698699951 (2.3670057730691245) | > loss_disc_real_0: 0.15805041790008545 (0.1179823784164079) | > loss_disc_real_1: 0.18934042751789093 (0.1973288373757398) | > loss_disc_real_2: 0.17157098650932312 (0.21060653433049026) | > loss_disc_real_3: 0.23002997040748596 (0.22954094451191517) | > loss_disc_real_4: 0.2589941620826721 (0.2323243303488695) | > loss_disc_real_5: 0.2150607854127884 (0.22250772522807533) | > loss_0: 2.420985698699951 (2.3670057730691245) | > grad_norm_0: tensor(24.7260, device='cuda:0') (tensor(19.9544, device='cuda:0')) | > loss_gen: 2.3785438537597656 (2.4888720875380375) | > loss_kl: 2.105644941329956 (2.032320695352389) | > loss_feat: 6.346660614013672 (7.001595061543081) | > loss_mel: 15.954819679260254 (17.111122896927032) | > loss_duration: 2.196561813354492 (2.0412134216730977) | > loss_1: 28.98223114013672 (30.675124224494486) | > grad_norm_1: tensor(658.5442, device='cuda:0') (tensor(245.9275, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.477 (0.39098129800446707) | > loader_time: 0.0067 (0.0044353198015153646)  --> TIME: 2024-06-12 02:45:38 -- STEP: 314/330 -- GLOBAL_STEP: 352975 | > loss_disc: 2.501854658126831 (2.369057077511101) | > loss_disc_real_0: 0.12173706293106079 (0.11884011684139822) | > loss_disc_real_1: 0.20771685242652893 (0.19754576317633787) | > loss_disc_real_2: 0.2132166028022766 (0.2112664625902846) | > loss_disc_real_3: 0.24955987930297852 (0.22964907836192733) | > loss_disc_real_4: 0.2729182839393616 (0.2321008689179542) | > loss_disc_real_5: 0.2931131422519684 (0.22232116554762907) | > loss_0: 2.501854658126831 (2.369057077511101) | > grad_norm_0: tensor(36.8665, device='cuda:0') (tensor(21.3822, device='cuda:0')) | > loss_gen: 2.4949371814727783 (2.4881014573346283) | > loss_kl: 2.0689992904663086 (2.0355057313943368) | > loss_feat: 7.39493989944458 (7.0156276590505255) | > loss_mel: 17.425113677978516 (17.06995695563638) | > loss_duration: 2.240571975708008 (2.0542545493241335) | > loss_1: 31.624563217163086 (30.663446396019808) | > grad_norm_1: tensor(416.9857, device='cuda:0') (tensor(262.1887, device='cuda:0')) | > current_lr_0: 0.00018092111370916774 | > current_lr_1: 0.00018092111370916774 | > step_time: 0.5185 (0.3994412687933368) | > loader_time: 0.0072 (0.004670050493471183)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.676131248474121 (2.676131248474121) | > loss_disc_real_0: 0.16928449273109436 (0.16928449273109436) | > loss_disc_real_1: 0.11662555485963821 (0.11662555485963821) | > loss_disc_real_2: 0.19472560286521912 (0.19472560286521912) | > loss_disc_real_3: 0.2855793833732605 (0.2855793833732605) | > loss_disc_real_4: 0.3000847399234772 (0.3000847399234772) | > loss_disc_real_5: 0.27193546295166016 (0.27193546295166016) | > loss_0: 2.676131248474121 (2.676131248474121) | > loss_gen: 2.005584478378296 (2.005584478378296) | > loss_kl: 2.244635820388794 (2.244635820388794) | > loss_feat: 5.280358791351318 (5.280358791351318) | > loss_mel: 16.456295013427734 (16.456295013427734) | > loss_duration: 3.2648086547851562 (3.2648086547851562) | > loss_1: 29.25168228149414 (29.25168228149414)  --> STEP: 1 | > loss_disc: 2.3722028732299805 (2.3722028732299805) | > loss_disc_real_0: 0.11228801310062408 (0.11228801310062408) | > loss_disc_real_1: 0.14225657284259796 (0.14225657284259796) | > loss_disc_real_2: 0.11522633582353592 (0.11522633582353592) | > loss_disc_real_3: 0.25513961911201477 (0.25513961911201477) | > loss_disc_real_4: 0.2408684641122818 (0.2408684641122818) | > loss_disc_real_5: 0.3168623447418213 (0.3168623447418213) | > loss_0: 2.3722028732299805 (2.3722028732299805) | > loss_gen: 2.1696667671203613 (2.1696667671203613) | > loss_kl: 2.5838449001312256 (2.5838449001312256) | > loss_feat: 7.0138702392578125 (7.0138702392578125) | > loss_mel: 17.4117374420166 (17.4117374420166) | > loss_duration: 2.416038751602173 (2.416038751602173) | > loss_1: 31.595157623291016 (31.595157623291016)  --> STEP: 2 | > loss_disc: 2.3951869010925293 (2.383694887161255) | > loss_disc_real_0: 0.101838119328022 (0.10706306621432304) | > loss_disc_real_1: 0.19594994187355042 (0.1691032573580742) | > loss_disc_real_2: 0.15837550163269043 (0.13680091872811317) | > loss_disc_real_3: 0.2962093651294708 (0.2756744921207428) | > loss_disc_real_4: 0.2842608094215393 (0.26256463676691055) | > loss_disc_real_5: 0.30578193068504333 (0.3113221377134323) | > loss_0: 2.3951869010925293 (2.383694887161255) | > loss_gen: 2.547372579574585 (2.358519673347473) | > loss_kl: 2.9998319149017334 (2.7918384075164795) | > loss_feat: 5.897180557250977 (6.4555253982543945) | > loss_mel: 18.54003143310547 (17.975884437561035) | > loss_duration: 2.468597412109375 (2.442318081855774) | > loss_1: 32.4530143737793 (32.024085998535156)  --> STEP: 3 | > loss_disc: 2.353057622909546 (2.3734824657440186) | > loss_disc_real_0: 0.07981638610363007 (0.09798083951075871) | > loss_disc_real_1: 0.12297970801591873 (0.15372874091068903) | > loss_disc_real_2: 0.1387142837047577 (0.13743870705366135) | > loss_disc_real_3: 0.23453228175640106 (0.26196042199929553) | > loss_disc_real_4: 0.28521570563316345 (0.2701149930556615) | > loss_disc_real_5: 0.2587735652923584 (0.29380594690640766) | > loss_0: 2.353057622909546 (2.3734824657440186) | > loss_gen: 2.210212230682373 (2.309083859125773) | > loss_kl: 3.4690587520599365 (3.0175785223642984) | > loss_feat: 6.860194206237793 (6.590415000915527) | > loss_mel: 17.727054595947266 (17.892941157023113) | > loss_duration: 2.3974828720092773 (2.427373011906942) | > loss_1: 32.664005279541016 (32.23739242553711)  --> STEP: 4 | > loss_disc: 2.4563357830047607 (2.394195795059204) | > loss_disc_real_0: 0.1352590173482895 (0.10730038397014141) | > loss_disc_real_1: 0.15768437087535858 (0.15471764840185642) | > loss_disc_real_2: 0.150826558470726 (0.1407856699079275) | > loss_disc_real_3: 0.22927355766296387 (0.25378870591521263) | > loss_disc_real_4: 0.23115554451942444 (0.26037513092160225) | > loss_disc_real_5: 0.19014394283294678 (0.26789044588804245) | > loss_0: 2.4563357830047607 (2.394195795059204) | > loss_gen: 2.1343109607696533 (2.265390634536743) | > loss_kl: 3.7787930965423584 (3.2078821659088135) | > loss_feat: 8.31232738494873 (7.020893096923828) | > loss_mel: 18.800857543945312 (18.119920253753662) | > loss_duration: 2.3387668132781982 (2.405221462249756) | > loss_1: 35.36505889892578 (33.01930904388428)  --> STEP: 5 | > loss_disc: 2.5646917819976807 (2.4282949924468995) | > loss_disc_real_0: 0.1548069715499878 (0.11680170148611069) | > loss_disc_real_1: 0.19895419478416443 (0.16356495767831802) | > loss_disc_real_2: 0.17534567415714264 (0.14769767075777054) | > loss_disc_real_3: 0.22552354633808136 (0.24813567399978637) | > loss_disc_real_4: 0.24142798781394958 (0.2565857023000717) | > loss_disc_real_5: 0.21762587130069733 (0.25783753097057344) | > loss_0: 2.5646917819976807 (2.4282949924468995) | > loss_gen: 1.984039545059204 (2.2091204166412353) | > loss_kl: 2.8915789127349854 (3.1446215152740478) | > loss_feat: 5.753444671630859 (6.767403411865234) | > loss_mel: 16.962129592895508 (17.88836212158203) | > loss_duration: 2.356377124786377 (2.39545259475708) | > loss_1: 29.947568893432617 (32.404961013793944)  --> STEP: 6 | > loss_disc: 2.391970634460449 (2.422240932782491) | > loss_disc_real_0: 0.08757287263870239 (0.11193023001154263) | > loss_disc_real_1: 0.13326171040534973 (0.15851441646615663) | > loss_disc_real_2: 0.1364622861146927 (0.1458251066505909) | > loss_disc_real_3: 0.23751971125602722 (0.2463663468758265) | > loss_disc_real_4: 0.2340501844882965 (0.25282978266477585) | > loss_disc_real_5: 0.25522127747535706 (0.2574014887213707) | > loss_0: 2.391970634460449 (2.422240932782491) | > loss_gen: 2.223738431930542 (2.2115567525227866) | > loss_kl: 2.9609973430633545 (3.1140174865722656) | > loss_feat: 6.431550979614258 (6.711428006490071) | > loss_mel: 18.908578872680664 (18.058398246765137) | > loss_duration: 2.2501258850097656 (2.371231476465861) | > loss_1: 32.774993896484375 (32.46663316090902)  --> STEP: 7 | > loss_disc: 2.3563899993896484 (2.4128336565835133) | > loss_disc_real_0: 0.22405068576335907 (0.12794743797608785) | > loss_disc_real_1: 0.18800628185272217 (0.16272754009280885) | > loss_disc_real_2: 0.2064894139766693 (0.1544914362686021) | > loss_disc_real_3: 0.2487514764070511 (0.24670707966600144) | > loss_disc_real_4: 0.20410901308059692 (0.24586967272417887) | > loss_disc_real_5: 0.23014532029628754 (0.25350775037493023) | > loss_0: 2.3563899993896484 (2.4128336565835133) | > loss_gen: 2.6254539489746094 (2.2706849234444753) | > loss_kl: 4.576656818389893 (3.3229659625462125) | > loss_feat: 7.162919521331787 (6.775926794324603) | > loss_mel: 17.531301498413086 (17.98309871128627) | > loss_duration: 2.612910747528076 (2.405757086617606) | > loss_1: 34.50924301147461 (32.75843456813267)  --> STEP: 8 | > loss_disc: 2.5743720531463623 (2.4330259561538696) | > loss_disc_real_0: 0.2465507835149765 (0.14277285616844893) | > loss_disc_real_1: 0.13206057250499725 (0.1588941691443324) | > loss_disc_real_2: 0.11498204618692398 (0.14955276250839233) | > loss_disc_real_3: 0.2731653153896332 (0.2500143591314554) | > loss_disc_real_4: 0.24817393720149994 (0.246157705783844) | > loss_disc_real_5: 0.26644763350486755 (0.2551252357661724) | > loss_0: 2.5743720531463623 (2.4330259561538696) | > loss_gen: 2.2760162353515625 (2.2713513374328613) | > loss_kl: 3.3896291255950928 (3.3312988579273224) | > loss_feat: 11.379525184631348 (7.351376593112946) | > loss_mel: 18.415142059326172 (18.03710412979126) | > loss_duration: 2.2537758350372314 (2.386759430170059) | > loss_1: 37.714088439941406 (33.377891302108765)  --> STEP: 9 | > loss_disc: 2.4989893436431885 (2.4403552214304605) | > loss_disc_real_0: 0.18769070506095886 (0.1477637282676167) | > loss_disc_real_1: 0.10874968022108078 (0.15332255926397112) | > loss_disc_real_2: 0.1494758576154709 (0.14954421752028996) | > loss_disc_real_3: 0.2347753643989563 (0.24832113749451107) | > loss_disc_real_4: 0.24571824073791504 (0.24610887633429634) | > loss_disc_real_5: 0.279249906539917 (0.2578057547410329) | > loss_0: 2.4989893436431885 (2.4403552214304605) | > loss_gen: 2.2880940437316895 (2.273211638132731) | > loss_kl: 2.299790859222412 (3.2166868580712213) | > loss_feat: 9.602986335754395 (7.60155545340644) | > loss_mel: 20.563844680786133 (18.317853079901802) | > loss_duration: 2.1873416900634766 (2.36460190349155) | > loss_1: 36.942054748535156 (33.77390946282281)  --> STEP: 10 | > loss_disc: 2.2583601474761963 (2.4221557140350343) | > loss_disc_real_0: 0.09830281138420105 (0.14281763657927513) | > loss_disc_real_1: 0.20051683485507965 (0.15804198682308196) | > loss_disc_real_2: 0.23240509629249573 (0.15783030539751053) | > loss_disc_real_3: 0.2639264464378357 (0.24988166838884354) | > loss_disc_real_4: 0.2064274400472641 (0.2421407327055931) | > loss_disc_real_5: 0.19932101666927338 (0.25195728093385694) | > loss_0: 2.2583601474761963 (2.4221557140350343) | > loss_gen: 2.4219634532928467 (2.2880868196487425) | > loss_kl: 2.664999008178711 (3.1615180730819703) | > loss_feat: 6.152830600738525 (7.456682968139648) | > loss_mel: 16.55567169189453 (18.141634941101074) | > loss_duration: 2.3072423934936523 (2.3588659524917603) | > loss_1: 30.102706909179688 (33.406789207458495)  --> STEP: 11 | > loss_disc: 2.4638218879699707 (2.425943548029119) | > loss_disc_real_0: 0.18749359250068665 (0.14687908711758527) | > loss_disc_real_1: 0.1524994671344757 (0.15753812139684503) | > loss_disc_real_2: 0.16556011140346527 (0.1585330150344155) | > loss_disc_real_3: 0.25829970836639404 (0.250646944750439) | > loss_disc_real_4: 0.223545640707016 (0.24045026979663156) | > loss_disc_real_5: 0.25389549136161804 (0.25213348188183526) | > loss_0: 2.4638218879699707 (2.425943548029119) | > loss_gen: 2.1113016605377197 (2.2720154415477407) | > loss_kl: 4.090684413909912 (3.245987740429965) | > loss_feat: 5.675633430480957 (7.29476937380704) | > loss_mel: 17.68709373474121 (18.100313013250176) | > loss_duration: 2.479200839996338 (2.369805487719449) | > loss_1: 32.043914794921875 (33.28289153359153)  --> STEP: 12 | > loss_disc: 2.4740238189697266 (2.42995023727417) | > loss_disc_real_0: 0.12875613570213318 (0.14536884116629759) | > loss_disc_real_1: 0.23222297430038452 (0.16376185913880667) | > loss_disc_real_2: 0.1545511931180954 (0.15820119654138884) | > loss_disc_real_3: 0.2123737633228302 (0.24745751296480498) | > loss_disc_real_4: 0.20191825926303864 (0.23723926891883215) | > loss_disc_real_5: 0.19229212403297424 (0.24714670206109682) | > loss_0: 2.4740238189697266 (2.42995023727417) | > loss_gen: 2.080589532852173 (2.2560632824897766) | > loss_kl: 2.691354513168335 (3.199768304824829) | > loss_feat: 5.654505252838135 (7.158080697059631) | > loss_mel: 15.157452583312988 (17.85507464408874) | > loss_duration: 2.301250457763672 (2.3640925685564675) | > loss_1: 27.885150909423828 (32.83307981491089)  --> STEP: 13 | > loss_disc: 2.5114314556121826 (2.436218023300171) | > loss_disc_real_0: 0.12852904200553894 (0.14407347200008538) | > loss_disc_real_1: 0.22876280546188354 (0.1687619319328895) | > loss_disc_real_2: 0.1666766256093979 (0.15885315262354338) | > loss_disc_real_3: 0.25678789615631104 (0.24817523474876696) | > loss_disc_real_4: 0.2195916771888733 (0.23588176186268145) | > loss_disc_real_5: 0.2205272614955902 (0.2450990527868271) | > loss_0: 2.5114314556121826 (2.436218023300171) | > loss_gen: 2.0549263954162598 (2.240591214253352) | > loss_kl: 3.1395070552825928 (3.195132824090811) | > loss_feat: 5.806301593780518 (7.054097689115084) | > loss_mel: 16.489107131958008 (17.750000220078682) | > loss_duration: 2.185262441635132 (2.350336404947134) | > loss_1: 29.67510414123535 (32.59015860924354)  --> STEP: 14 | > loss_disc: 2.3547580242156982 (2.4303994519369945) | > loss_disc_real_0: 0.10631179064512253 (0.14137620904615947) | > loss_disc_real_1: 0.15900900959968567 (0.16806529462337494) | > loss_disc_real_2: 0.1331157237291336 (0.15701476484537125) | > loss_disc_real_3: 0.2540551722049713 (0.248595230281353) | > loss_disc_real_4: 0.2686033844947815 (0.23821902062211717) | > loss_disc_real_5: 0.25088709592819214 (0.24551248443978174) | > loss_0: 2.3547580242156982 (2.4303994519369945) | > loss_gen: 2.3358097076416016 (2.2473925352096558) | > loss_kl: 3.77882981300354 (3.236825466156006) | > loss_feat: 5.83002233505249 (6.96666373525347) | > loss_mel: 18.057096481323242 (17.771935667310437) | > loss_duration: 2.4197471141815186 (2.35529431274959) | > loss_1: 32.421504974365234 (32.578111921037944)  --> STEP: 15 | > loss_disc: 2.3374099731445312 (2.42420015335083) | > loss_disc_real_0: 0.12480053305625916 (0.14027116398016612) | > loss_disc_real_1: 0.11410483717918396 (0.1644679307937622) | > loss_disc_real_2: 0.15046411752700806 (0.15657805502414704) | > loss_disc_real_3: 0.23884384334087372 (0.24794513781865438) | > loss_disc_real_4: 0.21457774937152863 (0.23664293587207794) | > loss_disc_real_5: 0.1995151937007904 (0.24244599839051564) | > loss_0: 2.3374099731445312 (2.42420015335083) | > loss_gen: 2.2542672157287598 (2.247850847244263) | > loss_kl: 3.421255111694336 (3.2491207758585614) | > loss_feat: 8.21016788482666 (7.049564011891683) | > loss_mel: 18.744659423828125 (17.83678391774495) | > loss_duration: 2.3980605602264404 (2.3581453959147134) | > loss_1: 35.028411865234375 (32.74146525065104)  --> STEP: 16 | > loss_disc: 2.4747354984283447 (2.4273586124181747) | > loss_disc_real_0: 0.27137047052383423 (0.14846487063914537) | > loss_disc_real_1: 0.2194618284702301 (0.16790504939854145) | > loss_disc_real_2: 0.18287363648414612 (0.15822152886539698) | > loss_disc_real_3: 0.26609644293785095 (0.24907959438860416) | > loss_disc_real_4: 0.18850953876972198 (0.2336345985531807) | > loss_disc_real_5: 0.20099546015262604 (0.23985533975064754) | > loss_0: 2.4747354984283447 (2.4273586124181747) | > loss_gen: 2.2277750968933105 (2.246596112847328) | > loss_kl: 2.7886922359466553 (3.220343992114067) | > loss_feat: 6.527158260345459 (7.016913652420044) | > loss_mel: 16.375883102416992 (17.745477616786953) | > loss_duration: 2.4256591796875 (2.3623650074005127) | > loss_1: 30.345169067382812 (32.59169673919678)  --> STEP: 17 | > loss_disc: 2.6476798057556152 (2.4403186826144947) | > loss_disc_real_0: 0.22458213567733765 (0.15294235681786256) | > loss_disc_real_1: 0.19361691176891327 (0.16941751189091625) | > loss_disc_real_2: 0.18203461170196533 (0.15962229844401865) | > loss_disc_real_3: 0.32526740431785583 (0.25356123026679545) | > loss_disc_real_4: 0.30996012687683105 (0.23812433551339543) | > loss_disc_real_5: 0.3463912308216095 (0.24612215687246883) | > loss_0: 2.6476798057556152 (2.4403186826144947) | > loss_gen: 2.488555908203125 (2.2608290419859043) | > loss_kl: 2.1518568992614746 (3.1574918101815617) | > loss_feat: 7.210494518280029 (7.028300762176514) | > loss_mel: 16.119678497314453 (17.64984237446504) | > loss_duration: 2.4818997383117676 (2.3693964621599983) | > loss_1: 30.452484130859375 (32.465860703412226)  --> STEP: 18 | > loss_disc: 2.421680450439453 (2.4392832252714367) | > loss_disc_real_0: 0.14337463676929474 (0.15241081681516436) | > loss_disc_real_1: 0.1712847799062729 (0.16952124900288051) | > loss_disc_real_2: 0.18751801550388336 (0.1611720605029) | > loss_disc_real_3: 0.22387699782848358 (0.25191210624244476) | > loss_disc_real_4: 0.21440118551254272 (0.23680638273557028) | > loss_disc_real_5: 0.24963684380054474 (0.24631741725736195) | > loss_0: 2.421680450439453 (2.4392832252714367) | > loss_gen: 2.739196538925171 (2.287405014038086) | > loss_kl: 3.127084255218506 (3.155802501572503) | > loss_feat: 8.068313598632812 (7.086079253090753) | > loss_mel: 16.879247665405273 (17.607031557295056) | > loss_duration: 2.2755937576293945 (2.364185200797187) | > loss_1: 33.08943557739258 (32.50050375196669)  --> STEP: 19 | > loss_disc: 2.638880729675293 (2.4497883570821664) | > loss_disc_real_0: 0.20391203463077545 (0.1551214072265123) | > loss_disc_real_1: 0.2032734751701355 (0.17129768195905185) | > loss_disc_real_2: 0.15766486525535583 (0.16098747127934507) | > loss_disc_real_3: 0.23291151225566864 (0.25091207497998286) | > loss_disc_real_4: 0.2765571177005768 (0.23889852668109693) | > loss_disc_real_5: 0.2919696569442749 (0.2487201667145679) | > loss_0: 2.638880729675293 (2.4497883570821664) | > loss_gen: 2.2103302478790283 (2.2833484473981356) | > loss_kl: 2.1350090503692627 (3.102076530456543) | > loss_feat: 6.38818359375 (7.049347902599134) | > loss_mel: 16.86387062072754 (17.5679178237915) | > loss_duration: 2.3908019065856934 (2.3655860800492134) | > loss_1: 29.988195419311523 (32.36827699761642)  --> STEP: 20 | > loss_disc: 2.7336084842681885 (2.4639793634414673) | > loss_disc_real_0: 0.09781864285469055 (0.15225626900792122) | > loss_disc_real_1: 0.13186341524124146 (0.16932596862316132) | > loss_disc_real_2: 0.15146517753601074 (0.16051135659217836) | > loss_disc_real_3: 0.2597619891166687 (0.25135457068681716) | > loss_disc_real_4: 0.23267677426338196 (0.23858743906021118) | > loss_disc_real_5: 0.19733507931232452 (0.2461509123444557) | > loss_0: 2.7336084842681885 (2.4639793634414673) | > loss_gen: 1.8673269748687744 (2.2625473737716675) | > loss_kl: 2.5499427318573 (3.074469840526581) | > loss_feat: 7.573707103729248 (7.0755658626556395) | > loss_mel: 20.823444366455078 (17.73069415092468) | > loss_duration: 2.297027587890625 (2.3621581554412843) | > loss_1: 35.1114501953125 (32.50543565750122)  --> STEP: 21 | > loss_disc: 2.225156545639038 (2.4526068483080183) | > loss_disc_real_0: 0.07157203555107117 (0.1484141626528331) | > loss_disc_real_1: 0.16230209171772003 (0.16899149829433077) | > loss_disc_real_2: 0.1497545689344406 (0.15999912860847654) | > loss_disc_real_3: 0.16103243827819824 (0.2470535167625972) | > loss_disc_real_4: 0.1661234349012375 (0.23513677219549814) | > loss_disc_real_5: 0.1802423596382141 (0.24301240983463468) | > loss_0: 2.225156545639038 (2.4526068483080183) | > loss_gen: 2.01456618309021 (2.250738745643979) | > loss_kl: 3.878967046737671 (3.1127792312985374) | > loss_feat: 5.92315149307251 (7.020688987913585) | > loss_mel: 15.161396980285645 (17.608346666608536) | > loss_duration: 2.140150785446167 (2.3515863759177074) | > loss_1: 29.11823272705078 (32.344140279860724)  --> STEP: 22 | > loss_disc: 2.5158047676086426 (2.455479481003501) | > loss_disc_real_0: 0.15338990092277527 (0.1486403325741941) | > loss_disc_real_1: 0.253536194562912 (0.17283443903381174) | > loss_disc_real_2: 0.1798539012670517 (0.16090161827477542) | > loss_disc_real_3: 0.21152111887931824 (0.2454384077679027) | > loss_disc_real_4: 0.26579347252845764 (0.23653025857426904) | > loss_disc_real_5: 0.26394620537757874 (0.2439639459956776) | > loss_0: 2.5158047676086426 (2.455479481003501) | > loss_gen: 2.398864269256592 (2.257471723990007) | > loss_kl: 2.5681676864624023 (3.0880241610787134) | > loss_feat: 7.968358993530273 (7.063764897259799) | > loss_mel: 18.471923828125 (17.64760017395019) | > loss_duration: 2.19320011138916 (2.344387000257319) | > loss_1: 33.60051345825195 (32.40124815160578)  --> STEP: 23 | > loss_disc: 2.5579540729522705 (2.4599348980447515) | > loss_disc_real_0: 0.2252877950668335 (0.15197283094343927) | > loss_disc_real_1: 0.16909629106521606 (0.1726719108612641) | > loss_disc_real_2: 0.20277146995067596 (0.16272204660851022) | > loss_disc_real_3: 0.23891742527484894 (0.24515488678994385) | > loss_disc_real_4: 0.2662739157676697 (0.23782346106093863) | > loss_disc_real_5: 0.28500622510910034 (0.2457483929136525) | > loss_0: 2.5579540729522705 (2.4599348980447515) | > loss_gen: 2.3177342414855957 (2.260091833446337) | > loss_kl: 3.067856550216675 (3.0871473084325376) | > loss_feat: 6.28090763092041 (7.029727624810261) | > loss_mel: 14.364501953125 (17.50485677304475) | > loss_duration: 2.2757651805877686 (2.341403442880382) | > loss_1: 28.306764602661133 (32.22322712773862)  --> STEP: 24 | > loss_disc: 2.528136730194092 (2.462776641050974) | > loss_disc_real_0: 0.19127225875854492 (0.153610307102402) | > loss_disc_real_1: 0.19733087718486786 (0.17369936779141426) | > loss_disc_real_2: 0.16451585292816162 (0.1627967885384957) | > loss_disc_real_3: 0.2765396535396576 (0.24646258540451527) | > loss_disc_real_4: 0.20238399505615234 (0.23634681664407253) | > loss_disc_real_5: 0.2386203408241272 (0.24545139074325562) | > loss_0: 2.528136730194092 (2.462776641050974) | > loss_gen: 2.1594316959381104 (2.255897661050161) | > loss_kl: 2.420217990875244 (3.0593585868676505) | > loss_feat: 6.591930866241455 (7.011486093203227) | > loss_mel: 17.124317169189453 (17.489000956217446) | > loss_duration: 2.4026381969451904 (2.3439548909664154) | > loss_1: 30.698535919189453 (32.1596983273824)  --> STEP: 25 | > loss_disc: 2.37496280670166 (2.4592640876770013) | > loss_disc_real_0: 0.22949841618537903 (0.15664583146572109) | > loss_disc_real_1: 0.16853097081184387 (0.17349263191223144) | > loss_disc_real_2: 0.20062290132045746 (0.16430983304977417) | > loss_disc_real_3: 0.2251388281583786 (0.2456096351146698) | > loss_disc_real_4: 0.2532343864440918 (0.2370223194360733) | > loss_disc_real_5: 0.26368632912635803 (0.2461807882785797) | > loss_0: 2.37496280670166 (2.4592640876770013) | > loss_gen: 2.4629688262939453 (2.264180507659912) | > loss_kl: 2.301358461380005 (3.0290385818481447) | > loss_feat: 7.01288366317749 (7.011541996002197) | > loss_mel: 16.6121883392334 (17.453928451538083) | > loss_duration: 2.4040451049804688 (2.3463584995269775) | > loss_1: 30.79344367980957 (32.105048141479486)  --> STEP: 26 | > loss_disc: 3.1737303733825684 (2.486743560204139) | > loss_disc_real_0: 0.18591547012329102 (0.15777158679870457) | > loss_disc_real_1: 0.4496060013771057 (0.1841123768916497) | > loss_disc_real_2: 0.21536818146705627 (0.1662736156812081) | > loss_disc_real_3: 0.2074858546257019 (0.24414333586509412) | > loss_disc_real_4: 0.2864553928375244 (0.23892359148997527) | > loss_disc_real_5: 0.2865675687789917 (0.24773412599013403) | > loss_0: 3.1737303733825684 (2.486743560204139) | > loss_gen: 1.7514903545379639 (2.2444616556167603) | > loss_kl: 2.3020761013031006 (3.001078486442566) | > loss_feat: 7.695980548858643 (7.037866555727446) | > loss_mel: 15.105260848999023 (17.36359508220966) | > loss_duration: 2.3041138648986816 (2.344733705887428) | > loss_1: 29.158920288085938 (31.991735531733582) --> EVAL PERFORMANCE | > avg_loader_time: 0.002397638100844164 (+2.9783982496996327e-05) | > avg_loss_disc: 2.486743560204139 (-0.03427054790350148) | > avg_loss_disc_real_0: 0.15777158679870457 (+0.0027019103559164093) | > avg_loss_disc_real_1: 0.1841123768916497 (-0.020278566731856407) | > avg_loss_disc_real_2: 0.1662736156812081 (-0.05949434895928088) | > avg_loss_disc_real_3: 0.24414333586509412 (-0.018022714899136538) | > avg_loss_disc_real_4: 0.23892359148997527 (-0.06211353150697857) | > avg_loss_disc_real_5: 0.24773412599013403 (-0.008207845573241862) | > avg_loss_0: 2.486743560204139 (-0.03427054790350148) | > avg_loss_gen: 2.2444616556167603 (-0.13650230260995677) | > avg_loss_kl: 3.001078486442566 (-0.030484126164362912) | > avg_loss_feat: 7.037866555727446 (-0.0783241161933308) | > avg_loss_mel: 17.36359508220966 (+0.08070461566631337) | > avg_loss_duration: 2.344733705887428 (-0.010200931475712771) | > avg_loss_1: 31.991735531733582 (-0.17480688828688784)  > EPOCH: 803/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:46:08)   --> TIME: 2024-06-12 02:46:13 -- STEP: 9/330 -- GLOBAL_STEP: 353000 | > loss_disc: 2.3232462406158447 (2.352720128165351) | > loss_disc_real_0: 0.07913479208946228 (0.1026882595486111) | > loss_disc_real_1: 0.2198367863893509 (0.2084897988372379) | > loss_disc_real_2: 0.2017851173877716 (0.20382259951697457) | > loss_disc_real_3: 0.25228285789489746 (0.22122003138065338) | > loss_disc_real_4: 0.24842141568660736 (0.24324573245313433) | > loss_disc_real_5: 0.2348361611366272 (0.2438333961698744) | > loss_0: 2.3232462406158447 (2.352720128165351) | > grad_norm_0: tensor(10.0634, device='cuda:0') (tensor(8.2926, device='cuda:0')) | > loss_gen: 2.67944598197937 (2.535050710042318) | > loss_kl: 1.884473443031311 (1.954442302385966) | > loss_feat: 7.1934380531311035 (6.864132828182644) | > loss_mel: 17.99417495727539 (17.773928748236763) | > loss_duration: 2.053340435028076 (2.1102067364586725) | > loss_1: 31.804872512817383 (31.23776117960612) | > grad_norm_1: tensor(75.2919, device='cuda:0') (tensor(63.8962, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3495 (0.36603548791673446) | > loader_time: 0.0028 (0.002903540929158529) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_353000.pth  --> TIME: 2024-06-12 02:46:26 -- STEP: 34/330 -- GLOBAL_STEP: 353025 | > loss_disc: 2.3854129314422607 (2.3341005760080673) | > loss_disc_real_0: 0.09999817609786987 (0.10532773329931147) | > loss_disc_real_1: 0.20254622399806976 (0.20263849900049322) | > loss_disc_real_2: 0.20526531338691711 (0.20747900052982218) | > loss_disc_real_3: 0.2526080012321472 (0.22274565696716309) | > loss_disc_real_4: 0.1979874223470688 (0.22969291578320897) | > loss_disc_real_5: 0.21561023592948914 (0.22575963069410884) | > loss_0: 2.3854129314422607 (2.3341005760080673) | > grad_norm_0: tensor(10.7745, device='cuda:0') (tensor(9.5903, device='cuda:0')) | > loss_gen: 2.438760280609131 (2.5132629871368417) | > loss_kl: 2.088491678237915 (1.9278939471525305) | > loss_feat: 7.463099002838135 (7.070531592649572) | > loss_mel: 17.664512634277344 (17.527964928570913) | > loss_duration: 1.9941314458847046 (2.0111004885505217) | > loss_1: 31.64899444580078 (31.050754098331225) | > grad_norm_1: tensor(100.7079, device='cuda:0') (tensor(85.8680, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3632 (0.36914248326245475) | > loader_time: 0.0034 (0.0033936430426204905)  --> TIME: 2024-06-12 02:46:36 -- STEP: 59/330 -- GLOBAL_STEP: 353050 | > loss_disc: 2.4299192428588867 (2.3510023335279047) | > loss_disc_real_0: 0.11955370008945465 (0.10713097516257884) | > loss_disc_real_1: 0.22714705765247345 (0.19944624956381524) | > loss_disc_real_2: 0.2480630725622177 (0.2096294753127179) | > loss_disc_real_3: 0.22991187870502472 (0.22632806457705418) | > loss_disc_real_4: 0.24341003596782684 (0.2319891548762887) | > loss_disc_real_5: 0.23720566928386688 (0.22574162079116045) | > loss_0: 2.4299192428588867 (2.3510023335279047) | > grad_norm_0: tensor(11.9309, device='cuda:0') (tensor(10.0929, device='cuda:0')) | > loss_gen: 2.410757541656494 (2.491780713453132) | > loss_kl: 1.9839686155319214 (1.9242876808522111) | > loss_feat: 6.601360321044922 (7.03472061480506) | > loss_mel: 16.573226928710938 (17.372407201993262) | > loss_duration: 1.9488472938537598 (1.9931563886545467) | > loss_1: 29.518159866333008 (30.816352650270623) | > grad_norm_1: tensor(87.3301, device='cuda:0') (tensor(103.9917, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3872 (0.3729362124103611) | > loader_time: 0.0042 (0.0036725553415589414)  --> TIME: 2024-06-12 02:46:45 -- STEP: 84/330 -- GLOBAL_STEP: 353075 | > loss_disc: 2.391305923461914 (2.345784735111964) | > loss_disc_real_0: 0.08772704750299454 (0.10733417359491189) | > loss_disc_real_1: 0.19437412917613983 (0.19783162964241854) | > loss_disc_real_2: 0.18305128812789917 (0.20876984156313397) | > loss_disc_real_3: 0.2234218269586563 (0.22702983234609878) | > loss_disc_real_4: 0.2364777773618698 (0.23206174533282006) | > loss_disc_real_5: 0.2264987677335739 (0.22411308827854337) | > loss_0: 2.391305923461914 (2.345784735111964) | > grad_norm_0: tensor(11.3747, device='cuda:0') (tensor(9.5693, device='cuda:0')) | > loss_gen: 2.307140588760376 (2.487926361106691) | > loss_kl: 1.9841394424438477 (1.9367775533880507) | > loss_feat: 6.629192352294922 (7.042443655786061) | > loss_mel: 17.14909553527832 (17.302730991726822) | > loss_duration: 2.0429892539978027 (1.9862120165711354) | > loss_1: 30.112558364868164 (30.75609064102173) | > grad_norm_1: tensor(160.0219, device='cuda:0') (tensor(100.7428, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3574 (0.3723358966055371) | > loader_time: 0.004 (0.0037964951424371628)  --> TIME: 2024-06-12 02:46:55 -- STEP: 109/330 -- GLOBAL_STEP: 353100 | > loss_disc: 2.3328375816345215 (2.3490604326265667) | > loss_disc_real_0: 0.1222536563873291 (0.1092815993165751) | > loss_disc_real_1: 0.22327816486358643 (0.19727848989701058) | > loss_disc_real_2: 0.24126960337162018 (0.20934003659891426) | > loss_disc_real_3: 0.22055082023143768 (0.22783646739404137) | > loss_disc_real_4: 0.2346409112215042 (0.23230995675292584) | > loss_disc_real_5: 0.21199367940425873 (0.2240423549205885) | > loss_0: 2.3328375816345215 (2.3490604326265667) | > grad_norm_0: tensor(21.6610, device='cuda:0') (tensor(10.0378, device='cuda:0')) | > loss_gen: 2.493886947631836 (2.482979728541243) | > loss_kl: 2.1019980907440186 (1.949306692552129) | > loss_feat: 6.722203254699707 (7.001071391849343) | > loss_mel: 17.152015686035156 (17.282143330355304) | > loss_duration: 1.9328848123550415 (1.9877633917222326) | > loss_1: 30.40298843383789 (30.70326460392103) | > grad_norm_1: tensor(143.6549, device='cuda:0') (tensor(111.0970, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3711 (0.37403042163323924) | > loader_time: 0.004 (0.003896172987211735)  --> TIME: 2024-06-12 02:47:05 -- STEP: 134/330 -- GLOBAL_STEP: 353125 | > loss_disc: 2.3828248977661133 (2.3539407591321577) | > loss_disc_real_0: 0.09978446364402771 (0.11020853609513881) | > loss_disc_real_1: 0.18067513406276703 (0.19654336282566418) | > loss_disc_real_2: 0.21626798808574677 (0.21103872703527338) | > loss_disc_real_3: 0.22804860770702362 (0.22771569719510293) | > loss_disc_real_4: 0.2256200909614563 (0.23231783342450413) | > loss_disc_real_5: 0.22919388115406036 (0.2233196965126849) | > loss_0: 2.3828248977661133 (2.3539407591321577) | > grad_norm_0: tensor(7.4885, device='cuda:0') (tensor(10.1283, device='cuda:0')) | > loss_gen: 2.6072232723236084 (2.4784034490585327) | > loss_kl: 2.0651721954345703 (1.9690010520949293) | > loss_feat: 7.26900053024292 (6.98392151718709) | > loss_mel: 17.599441528320312 (17.280482527035385) | > loss_duration: 1.9964125156402588 (1.9923869246867165) | > loss_1: 31.537250518798828 (30.704195535005027) | > grad_norm_1: tensor(86.3127, device='cuda:0') (tensor(113.6372, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3774 (0.37660626155226984) | > loader_time: 0.0039 (0.003975197450438542)  --> TIME: 2024-06-12 02:47:15 -- STEP: 159/330 -- GLOBAL_STEP: 353150 | > loss_disc: 2.327822685241699 (2.356279879995862) | > loss_disc_real_0: 0.13128486275672913 (0.11189631635100587) | > loss_disc_real_1: 0.1810382902622223 (0.19680993502619887) | > loss_disc_real_2: 0.19869333505630493 (0.21064119012850635) | > loss_disc_real_3: 0.21529442071914673 (0.22840844282189254) | > loss_disc_real_4: 0.19238443672657013 (0.23202947063266105) | > loss_disc_real_5: 0.17366811633110046 (0.22304505737697553) | > loss_0: 2.327822685241699 (2.356279879995862) | > grad_norm_0: tensor(12.8817, device='cuda:0') (tensor(11.2058, device='cuda:0')) | > loss_gen: 2.5256083011627197 (2.4747816451690494) | > loss_kl: 2.0989809036254883 (1.978241836499868) | > loss_feat: 6.8202738761901855 (6.970711798038122) | > loss_mel: 16.516944885253906 (17.25365501379816) | > loss_duration: 2.010810136795044 (1.996479516509194) | > loss_1: 29.972618103027344 (30.673869810764145) | > grad_norm_1: tensor(448.2844, device='cuda:0') (tensor(129.7969, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3695 (0.3793082012320465) | > loader_time: 0.004 (0.0040468119975156005)  --> TIME: 2024-06-12 02:47:25 -- STEP: 184/330 -- GLOBAL_STEP: 353175 | > loss_disc: 2.4796125888824463 (2.357586443424224) | > loss_disc_real_0: 0.08224401623010635 (0.11306962585481613) | > loss_disc_real_1: 0.2105042189359665 (0.19642049163256006) | > loss_disc_real_2: 0.20876693725585938 (0.2107345919408228) | > loss_disc_real_3: 0.24667097628116608 (0.22849977397076462) | > loss_disc_real_4: 0.26806050539016724 (0.2314929172558629) | > loss_disc_real_5: 0.2599835991859436 (0.22300958592930567) | > loss_0: 2.4796125888824463 (2.357586443424224) | > grad_norm_0: tensor(21.4689, device='cuda:0') (tensor(13.5876, device='cuda:0')) | > loss_gen: 2.5591230392456055 (2.480857669011407) | > loss_kl: 2.1884796619415283 (1.9881736739822056) | > loss_feat: 7.049935340881348 (6.977950746598451) | > loss_mel: 17.24933624267578 (17.238952123600495) | > loss_duration: 2.0399677753448486 (2.00348069615986) | > loss_1: 31.086843490600586 (30.689414915831193) | > grad_norm_1: tensor(347.1168, device='cuda:0') (tensor(159.3875, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3921 (0.38090900493704755) | > loader_time: 0.005 (0.0041464437609133485)  --> TIME: 2024-06-12 02:47:35 -- STEP: 209/330 -- GLOBAL_STEP: 353200 | > loss_disc: 2.221906900405884 (2.360082699351333) | > loss_disc_real_0: 0.09900698065757751 (0.11539934215505727) | > loss_disc_real_1: 0.20606784522533417 (0.19675220570495827) | > loss_disc_real_2: 0.2011212557554245 (0.21069940774919885) | > loss_disc_real_3: 0.2173815816640854 (0.22845684177282324) | > loss_disc_real_4: 0.23624098300933838 (0.23114419204481482) | > loss_disc_real_5: 0.17756202816963196 (0.22272776138554348) | > loss_0: 2.221906900405884 (2.360082699351333) | > grad_norm_0: tensor(20.4691, device='cuda:0') (tensor(15.8571, device='cuda:0')) | > loss_gen: 2.7426373958587646 (2.481983628569608) | > loss_kl: 2.03230619430542 (1.9923841645272724) | > loss_feat: 7.581874847412109 (6.980148027958482) | > loss_mel: 17.68886947631836 (17.21215387280478) | > loss_duration: 2.093963623046875 (2.01165836279472) | > loss_1: 32.139652252197266 (30.678328080610797) | > grad_norm_1: tensor(414.4831, device='cuda:0') (tensor(180.9315, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.3901 (0.3836643501902311) | > loader_time: 0.006 (0.004266105770494378)  --> TIME: 2024-06-12 02:47:46 -- STEP: 234/330 -- GLOBAL_STEP: 353225 | > loss_disc: 2.3924221992492676 (2.3622860439822206) | > loss_disc_real_0: 0.1108851432800293 (0.11643810875904866) | > loss_disc_real_1: 0.197090283036232 (0.19721355149124425) | > loss_disc_real_2: 0.15943680703639984 (0.21106591483211926) | > loss_disc_real_3: 0.2451091706752777 (0.22878893948773033) | > loss_disc_real_4: 0.2546921670436859 (0.23166597666393998) | > loss_disc_real_5: 0.22085243463516235 (0.22197224429020515) | > loss_0: 2.3924221992492676 (2.3622860439822206) | > grad_norm_0: tensor(12.5269, device='cuda:0') (tensor(17.3758, device='cuda:0')) | > loss_gen: 2.5156006813049316 (2.479907748026726) | > loss_kl: 2.0671207904815674 (1.9998709248681354) | > loss_feat: 6.495663166046143 (6.965879688915025) | > loss_mel: 16.017887115478516 (17.17897956391685) | > loss_duration: 2.0925216674804688 (2.0207392721094632) | > loss_1: 29.188793182373047 (30.645377232478214) | > grad_norm_1: tensor(401.3738, device='cuda:0') (tensor(200.4921, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.419 (0.38686164933392125) | > loader_time: 0.0055 (0.004381695364275545)  --> TIME: 2024-06-12 02:47:57 -- STEP: 259/330 -- GLOBAL_STEP: 353250 | > loss_disc: 2.4297075271606445 (2.3617508613925184) | > loss_disc_real_0: 0.09266325831413269 (0.11745327060977465) | > loss_disc_real_1: 0.17515815794467926 (0.19708094535877346) | > loss_disc_real_2: 0.20412759482860565 (0.21082946226633653) | > loss_disc_real_3: 0.20152603089809418 (0.228681039280873) | > loss_disc_real_4: 0.24447312951087952 (0.23162660336402394) | > loss_disc_real_5: 0.24018529057502747 (0.2218471376592128) | > loss_0: 2.4297075271606445 (2.3617508613925184) | > grad_norm_0: tensor(32.6004, device='cuda:0') (tensor(18.2802, device='cuda:0')) | > loss_gen: 2.571089029312134 (2.4809466080315787) | > loss_kl: 1.9926655292510986 (2.00365563571223) | > loss_feat: 7.250220775604248 (6.982944396471885) | > loss_mel: 16.99785804748535 (17.135204164217797) | > loss_duration: 2.1327757835388184 (2.028929109278793) | > loss_1: 30.944610595703125 (30.631679939947535) | > grad_norm_1: tensor(444.9341, device='cuda:0') (tensor(217.8618, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.4334 (0.39067175213434524) | > loader_time: 0.0062 (0.004497895369658595)  --> TIME: 2024-06-12 02:48:08 -- STEP: 284/330 -- GLOBAL_STEP: 353275 | > loss_disc: 2.309903621673584 (2.3622198281153817) | > loss_disc_real_0: 0.14488674700260162 (0.1184875743437401) | > loss_disc_real_1: 0.2008340209722519 (0.19707019181108812) | > loss_disc_real_2: 0.20860807597637177 (0.2110073063260233) | > loss_disc_real_3: 0.20096097886562347 (0.22884703668910014) | > loss_disc_real_4: 0.22084027528762817 (0.2316169448616639) | > loss_disc_real_5: 0.246456578373909 (0.22192445156020177) | > loss_0: 2.309903621673584 (2.3622198281153817) | > grad_norm_0: tensor(38.9209, device='cuda:0') (tensor(19.6346, device='cuda:0')) | > loss_gen: 2.535644292831421 (2.4834594088540958) | > loss_kl: 2.0503952503204346 (2.0085699356777575) | > loss_feat: 7.486934185028076 (6.997099025148742) | > loss_mel: 16.43958282470703 (17.085136259105838) | > loss_duration: 2.1432430744171143 (2.0388835097702462) | > loss_1: 30.65580177307129 (30.613148165420746) | > grad_norm_1: tensor(602.9798, device='cuda:0') (tensor(237.2829, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.4622 (0.3957562631284688) | > loader_time: 0.0064 (0.004637251437549857)  --> TIME: 2024-06-12 02:48:21 -- STEP: 309/330 -- GLOBAL_STEP: 353300 | > loss_disc: 2.3436808586120605 (2.3688107076972043) | > loss_disc_real_0: 0.11746083945035934 (0.1197797572632052) | > loss_disc_real_1: 0.19099827110767365 (0.19741883208450753) | > loss_disc_real_2: 0.18488456308841705 (0.21146951553119425) | > loss_disc_real_3: 0.24019646644592285 (0.22930417747559284) | > loss_disc_real_4: 0.22858989238739014 (0.2320379482214505) | > loss_disc_real_5: 0.2457905113697052 (0.22218027156340653) | > loss_0: 2.3436808586120605 (2.3688107076972043) | > grad_norm_0: tensor(35.8083, device='cuda:0') (tensor(20.7253, device='cuda:0')) | > loss_gen: 2.485548496246338 (2.477818502963168) | > loss_kl: 1.9750460386276245 (2.011550201953035) | > loss_feat: 7.0873565673828125 (6.995524557663016) | > loss_mel: 17.24189567565918 (17.047713671687344) | > loss_duration: 2.232835292816162 (2.05052633270091) | > loss_1: 31.022682189941406 (30.58313330863286) | > grad_norm_1: tensor(535.4420, device='cuda:0') (tensor(252.8008, device='cuda:0')) | > current_lr_0: 0.0001808984985699541 | > current_lr_1: 0.0001808984985699541 | > step_time: 0.5126 (0.4031317712419628) | > loader_time: 0.0079 (0.004823885303484967)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7759385108947754 (2.7759385108947754) | > loss_disc_real_0: 0.3057495951652527 (0.3057495951652527) | > loss_disc_real_1: 0.22228574752807617 (0.22228574752807617) | > loss_disc_real_2: 0.2698417007923126 (0.2698417007923126) | > loss_disc_real_3: 0.27800634503364563 (0.27800634503364563) | > loss_disc_real_4: 0.307944655418396 (0.307944655418396) | > loss_disc_real_5: 0.3409094214439392 (0.3409094214439392) | > loss_0: 2.7759385108947754 (2.7759385108947754) | > loss_gen: 2.3841724395751953 (2.3841724395751953) | > loss_kl: 2.3717281818389893 (2.3717281818389893) | > loss_feat: 4.895381927490234 (4.895381927490234) | > loss_mel: 14.482538223266602 (14.482538223266602) | > loss_duration: 2.988933563232422 (2.988933563232422) | > loss_1: 27.12275505065918 (27.12275505065918)  --> STEP: 1 | > loss_disc: 2.4071450233459473 (2.4071450233459473) | > loss_disc_real_0: 0.09619256108999252 (0.09619256108999252) | > loss_disc_real_1: 0.17719587683677673 (0.17719587683677673) | > loss_disc_real_2: 0.23188737034797668 (0.23188737034797668) | > loss_disc_real_3: 0.20065617561340332 (0.20065617561340332) | > loss_disc_real_4: 0.3024345338344574 (0.3024345338344574) | > loss_disc_real_5: 0.3321661353111267 (0.3321661353111267) | > loss_0: 2.4071450233459473 (2.4071450233459473) | > loss_gen: 2.577181816101074 (2.577181816101074) | > loss_kl: 3.3321683406829834 (3.3321683406829834) | > loss_feat: 4.622678279876709 (4.622678279876709) | > loss_mel: 16.126291275024414 (16.126291275024414) | > loss_duration: 2.4864354133605957 (2.4864354133605957) | > loss_1: 29.144756317138672 (29.144756317138672)  --> STEP: 2 | > loss_disc: 2.300699472427368 (2.3539222478866577) | > loss_disc_real_0: 0.16097547113895416 (0.12858401611447334) | > loss_disc_real_1: 0.21297959983348846 (0.1950877383351326) | > loss_disc_real_2: 0.23348115384578705 (0.23268426209688187) | > loss_disc_real_3: 0.2609972655773163 (0.2308267205953598) | > loss_disc_real_4: 0.25064602494239807 (0.27654027938842773) | > loss_disc_real_5: 0.2326086312532425 (0.2823873832821846) | > loss_0: 2.300699472427368 (2.3539222478866577) | > loss_gen: 2.6649348735809326 (2.6210583448410034) | > loss_kl: 3.207137107849121 (3.2696527242660522) | > loss_feat: 5.747833728790283 (5.185256004333496) | > loss_mel: 19.657804489135742 (17.892047882080078) | > loss_duration: 2.450942039489746 (2.468688726425171) | > loss_1: 33.72865295410156 (31.436704635620117)  --> STEP: 3 | > loss_disc: 2.4248523712158203 (2.377565622329712) | > loss_disc_real_0: 0.1514866203069687 (0.1362182175119718) | > loss_disc_real_1: 0.17695100605487823 (0.18904216090838113) | > loss_disc_real_2: 0.233676016330719 (0.23301484684149423) | > loss_disc_real_3: 0.23302024602890015 (0.23155789573987326) | > loss_disc_real_4: 0.2784130871295929 (0.2771645486354828) | > loss_disc_real_5: 0.3014596998691559 (0.28874482214450836) | > loss_0: 2.4248523712158203 (2.377565622329712) | > loss_gen: 2.5092878341674805 (2.583801507949829) | > loss_kl: 2.974118947982788 (3.1711414655049643) | > loss_feat: 5.455636978149414 (5.275382995605469) | > loss_mel: 16.14712142944336 (17.310405731201172) | > loss_duration: 2.321437358856201 (2.419604937235514) | > loss_1: 29.407604217529297 (30.760337829589844)  --> STEP: 4 | > loss_disc: 2.558580160140991 (2.4228192567825317) | > loss_disc_real_0: 0.12315499782562256 (0.13295241259038448) | > loss_disc_real_1: 0.1390507072210312 (0.17654429748654366) | > loss_disc_real_2: 0.18820449709892273 (0.22181225940585136) | > loss_disc_real_3: 0.27672189474105835 (0.24284889549016953) | > loss_disc_real_4: 0.2662266790866852 (0.2744300812482834) | > loss_disc_real_5: 0.3006511926651001 (0.2917214147746563) | > loss_0: 2.558580160140991 (2.4228192567825317) | > loss_gen: 2.139512538909912 (2.47272926568985) | > loss_kl: 4.240787506103516 (3.438552975654602) | > loss_feat: 5.82291316986084 (5.4122655391693115) | > loss_mel: 17.934152603149414 (17.466342449188232) | > loss_duration: 2.368009328842163 (2.4067060351371765) | > loss_1: 32.505374908447266 (31.1965970993042)  --> STEP: 5 | > loss_disc: 2.42822265625 (2.423899936676025) | > loss_disc_real_0: 0.15023110806941986 (0.13640815168619155) | > loss_disc_real_1: 0.20384883880615234 (0.1820052057504654) | > loss_disc_real_2: 0.2682989537715912 (0.23110959827899932) | > loss_disc_real_3: 0.24505920708179474 (0.24329095780849458) | > loss_disc_real_4: 0.20242688059806824 (0.26002944111824033) | > loss_disc_real_5: 0.23903875052928925 (0.2811848819255829) | > loss_0: 2.42822265625 (2.423899936676025) | > loss_gen: 2.2892906665802 (2.43604154586792) | > loss_kl: 2.5589489936828613 (3.2626321792602537) | > loss_feat: 6.904457092285156 (5.7107038497924805) | > loss_mel: 18.73948097229004 (17.720970153808594) | > loss_duration: 2.348870277404785 (2.395138883590698) | > loss_1: 32.84104919433594 (31.52548751831055)  --> STEP: 6 | > loss_disc: 2.4948978424072266 (2.435732920964559) | > loss_disc_real_0: 0.20361730456352234 (0.1476096771657467) | > loss_disc_real_1: 0.2169530838727951 (0.187829852104187) | > loss_disc_real_2: 0.2841404378414154 (0.239948071539402) | > loss_disc_real_3: 0.2296254187822342 (0.24101336797078451) | > loss_disc_real_4: 0.27126866579055786 (0.2619026452302933) | > loss_disc_real_5: 0.27958089113235474 (0.28091755012671155) | > loss_0: 2.4948978424072266 (2.435732920964559) | > loss_gen: 2.4540791511535645 (2.4390478134155273) | > loss_kl: 2.863525152206421 (3.1961143414179483) | > loss_feat: 5.74020528793335 (5.715620756149292) | > loss_mel: 18.874929428100586 (17.913296699523926) | > loss_duration: 2.2202420234680176 (2.365989406903585) | > loss_1: 32.15298080444336 (31.630069732666016)  --> STEP: 7 | > loss_disc: 2.2212111949920654 (2.4050869601113454) | > loss_disc_real_0: 0.09834983199834824 (0.1405725564275469) | > loss_disc_real_1: 0.18544767796993256 (0.18748954151357924) | > loss_disc_real_2: 0.24941660463809967 (0.24130071912493026) | > loss_disc_real_3: 0.2062523365020752 (0.23604750633239746) | > loss_disc_real_4: 0.21096518635749817 (0.25462586539132254) | > loss_disc_real_5: 0.24571190774440765 (0.2758881726435253) | > loss_0: 2.2212111949920654 (2.4050869601113454) | > loss_gen: 2.4077837467193604 (2.4345815181732178) | > loss_kl: 4.482109069824219 (3.3798278740474155) | > loss_feat: 6.343151092529297 (5.805267947060721) | > loss_mel: 17.104578018188477 (17.797765459333146) | > loss_duration: 2.5313720703125 (2.389615501676287) | > loss_1: 32.868995666503906 (31.807059151785715)  --> STEP: 8 | > loss_disc: 2.3834269046783447 (2.4023794531822205) | > loss_disc_real_0: 0.17108124494552612 (0.1443861424922943) | > loss_disc_real_1: 0.2064034640789032 (0.18985378183424473) | > loss_disc_real_2: 0.21458671987056732 (0.23796146921813488) | > loss_disc_real_3: 0.16574499011039734 (0.22725969180464745) | > loss_disc_real_4: 0.28529685735702515 (0.25845973938703537) | > loss_disc_real_5: 0.22437813878059387 (0.26944941841065884) | > loss_0: 2.3834269046783447 (2.4023794531822205) | > loss_gen: 2.470262289047241 (2.4390416145324707) | > loss_kl: 3.1345314979553223 (3.349165827035904) | > loss_feat: 10.270273208618164 (6.363393604755402) | > loss_mel: 19.3012752532959 (17.98570418357849) | > loss_duration: 2.2413816452026367 (2.3710862696170807) | > loss_1: 37.417720794677734 (32.50839185714722)  --> STEP: 9 | > loss_disc: 2.6685540676116943 (2.431954410341051) | > loss_disc_real_0: 0.20064610242843628 (0.15063724915186563) | > loss_disc_real_1: 0.20327405631542206 (0.19134492344326443) | > loss_disc_real_2: 0.26066914200782776 (0.2404845439725452) | > loss_disc_real_3: 0.26965174078941345 (0.23196991946962145) | > loss_disc_real_4: 0.3311535120010376 (0.2665368252330356) | > loss_disc_real_5: 0.31713175773620605 (0.27474745611349743) | > loss_0: 2.6685540676116943 (2.431954410341051) | > loss_gen: 2.6290369033813477 (2.460152202182346) | > loss_kl: 2.8307600021362305 (3.291565179824829) | > loss_feat: 8.493447303771973 (6.6000662379794655) | > loss_mel: 17.62270736694336 (17.945371203952366) | > loss_duration: 2.1723923683166504 (2.3490091694725885) | > loss_1: 33.74834442138672 (32.64616436428494)  --> STEP: 10 | > loss_disc: 2.3599679470062256 (2.4247557640075685) | > loss_disc_real_0: 0.09770525991916656 (0.14534405022859573) | > loss_disc_real_1: 0.18135537207126617 (0.1903459683060646) | > loss_disc_real_2: 0.2115379273891449 (0.23758988231420516) | > loss_disc_real_3: 0.1857297271490097 (0.22734590023756027) | > loss_disc_real_4: 0.21746939420700073 (0.26163008213043215) | > loss_disc_real_5: 0.2622060775756836 (0.273493318259716) | > loss_0: 2.3599679470062256 (2.4247557640075685) | > loss_gen: 2.3108019828796387 (2.445217180252075) | > loss_kl: 3.382885694503784 (3.3006972312927245) | > loss_feat: 5.823892593383789 (6.522448873519897) | > loss_mel: 17.555160522460938 (17.906350135803223) | > loss_duration: 2.3624181747436523 (2.3503500699996946) | > loss_1: 31.435161590576172 (32.525064086914064)  --> STEP: 11 | > loss_disc: 2.5181283950805664 (2.4332441850142046) | > loss_disc_real_0: 0.15585215389728546 (0.1462993323802948) | > loss_disc_real_1: 0.2078355997800827 (0.1919359348037026) | > loss_disc_real_2: 0.2526102662086487 (0.23895537175915457) | > loss_disc_real_3: 0.24640266597270966 (0.2290783334862102) | > loss_disc_real_4: 0.2884982228279114 (0.26407264037565753) | > loss_disc_real_5: 0.315422385931015 (0.2773050516843796) | > loss_0: 2.5181283950805664 (2.4332441850142046) | > loss_gen: 2.4858932495117188 (2.4489150047302246) | > loss_kl: 3.6587636470794678 (3.333248723636974) | > loss_feat: 5.392635822296143 (6.41973859613592) | > loss_mel: 16.925838470458984 (17.81721271168102) | > loss_duration: 2.5533447265625 (2.3688041296872226) | > loss_1: 31.016475677490234 (32.38791968605735)  --> STEP: 12 | > loss_disc: 2.3393266201019287 (2.425417721271515) | > loss_disc_real_0: 0.14121851325035095 (0.1458759307861328) | > loss_disc_real_1: 0.18061232566833496 (0.19099230070908865) | > loss_disc_real_2: 0.18296395242214203 (0.23428942014773688) | > loss_disc_real_3: 0.1819380670785904 (0.2251499779522419) | > loss_disc_real_4: 0.22762152552604675 (0.2610350474715233) | > loss_disc_real_5: 0.2012338787317276 (0.2709657872716586) | > loss_0: 2.3393266201019287 (2.425417721271515) | > loss_gen: 2.2715346813201904 (2.434133311112722) | > loss_kl: 3.1444764137268066 (3.3175176978111267) | > loss_feat: 6.915327072143555 (6.461037635803223) | > loss_mel: 18.414506912231445 (17.866987228393555) | > loss_duration: 2.3083205223083496 (2.3637638290723166) | > loss_1: 33.05416488647461 (32.44344011942545)  --> STEP: 13 | > loss_disc: 2.685615062713623 (2.4454329013824463) | > loss_disc_real_0: 0.22035184502601624 (0.15160484726612383) | > loss_disc_real_1: 0.283527672290802 (0.1981104062153743) | > loss_disc_real_2: 0.2315446138381958 (0.2340782812008491) | > loss_disc_real_3: 0.26625776290893555 (0.22831211525660294) | > loss_disc_real_4: 0.24381616711616516 (0.25971051821341884) | > loss_disc_real_5: 0.24638187885284424 (0.26907471739328825) | > loss_0: 2.685615062713623 (2.4454329013824463) | > loss_gen: 2.511160373687744 (2.440058469772339) | > loss_kl: 3.1085429191589355 (3.301442714837881) | > loss_feat: 7.585813522338867 (6.547558857844426) | > loss_mel: 17.118179321289062 (17.809386620154747) | > loss_duration: 2.234283447265625 (2.353803799702571) | > loss_1: 32.557979583740234 (32.45225084744967)  --> STEP: 14 | > loss_disc: 2.485727310180664 (2.448311073439462) | > loss_disc_real_0: 0.14648181200027466 (0.15123891617570603) | > loss_disc_real_1: 0.08559568226337433 (0.19007364021880285) | > loss_disc_real_2: 0.28490036725997925 (0.23770843020507268) | > loss_disc_real_3: 0.2547120451927185 (0.23019782453775406) | > loss_disc_real_4: 0.2577791213989258 (0.2595725612980979) | > loss_disc_real_5: 0.22597211599349976 (0.2659959601504462) | > loss_0: 2.485727310180664 (2.448311073439462) | > loss_gen: 2.2904505729675293 (2.429372191429138) | > loss_kl: 3.5935003757476807 (3.322303976331438) | > loss_feat: 6.310296535491943 (6.530611549104963) | > loss_mel: 18.22553062438965 (17.839111191885813) | > loss_duration: 2.467603921890259 (2.3619323798588345) | > loss_1: 32.88738250732422 (32.48333168029785)  --> STEP: 15 | > loss_disc: 2.418480634689331 (2.4463223775227863) | > loss_disc_real_0: 0.2590028643608093 (0.15842317938804626) | > loss_disc_real_1: 0.25107356905937195 (0.19414030214150746) | > loss_disc_real_2: 0.1799926459789276 (0.233860711256663) | > loss_disc_real_3: 0.2303244173526764 (0.2302062640587489) | > loss_disc_real_4: 0.2428002655506134 (0.2584544082482656) | > loss_disc_real_5: 0.25242879986763 (0.26509148279825845) | > loss_0: 2.418480634689331 (2.4463223775227863) | > loss_gen: 2.5681328773498535 (2.4386229038238527) | > loss_kl: 2.744611978530884 (3.283791176478068) | > loss_feat: 7.7689313888549805 (6.613166205088297) | > loss_mel: 19.447751998901367 (17.946353912353516) | > loss_duration: 2.3295607566833496 (2.3597742716471353) | > loss_1: 34.85898971557617 (32.64170888264974)  --> STEP: 16 | > loss_disc: 2.2448153495788574 (2.433728188276291) | > loss_disc_real_0: 0.18022692203521729 (0.15978591330349445) | > loss_disc_real_1: 0.16642765700817108 (0.19240826182067394) | > loss_disc_real_2: 0.23625187575817108 (0.23401015903800726) | > loss_disc_real_3: 0.25478607416152954 (0.23174250219017267) | > loss_disc_real_4: 0.28964558243751526 (0.2604038566350937) | > loss_disc_real_5: 0.18416555225849152 (0.26003361213952303) | > loss_0: 2.2448153495788574 (2.433728188276291) | > loss_gen: 2.763881206512451 (2.45895154774189) | > loss_kl: 3.014453172683716 (3.266957551240921) | > loss_feat: 8.096922874450684 (6.705900996923447) | > loss_mel: 16.701433181762695 (17.86854636669159) | > loss_duration: 2.469817638397217 (2.3666519820690155) | > loss_1: 33.0465087890625 (32.66700887680054)  --> STEP: 17 | > loss_disc: 2.466996192932129 (2.435685129726634) | > loss_disc_real_0: 0.07274529337882996 (0.1546658768373377) | > loss_disc_real_1: 0.1928516924381256 (0.19243434597464168) | > loss_disc_real_2: 0.23317378759384155 (0.2339609607177622) | > loss_disc_real_3: 0.26754230260849 (0.23384837280301488) | > loss_disc_real_4: 0.2690505385398865 (0.26091248498243447) | > loss_disc_real_5: 0.4327879250049591 (0.2701956305433722) | > loss_0: 2.466996192932129 (2.435685129726634) | > loss_gen: 2.5489213466644287 (2.4642438888549805) | > loss_kl: 2.233172655105591 (3.206146674997666) | > loss_feat: 5.719843864440918 (6.64789763618918) | > loss_mel: 17.049543380737305 (17.820369720458984) | > loss_duration: 2.4658358097076416 (2.3724863248712875) | > loss_1: 30.017316818237305 (32.51114463806152)  --> STEP: 18 | > loss_disc: 2.2453174591064453 (2.4251091480255127) | > loss_disc_real_0: 0.15328535437583923 (0.15458918114503226) | > loss_disc_real_1: 0.19543041288852692 (0.1926007941365242) | > loss_disc_real_2: 0.2334999442100525 (0.23393534868955612) | > loss_disc_real_3: 0.1654406636953354 (0.2300479445192549) | > loss_disc_real_4: 0.19626715779304504 (0.2573210779163573) | > loss_disc_real_5: 0.2419240027666092 (0.26862498455577427) | > loss_0: 2.2453174591064453 (2.4251091480255127) | > loss_gen: 2.6706368923187256 (2.4757101668251886) | > loss_kl: 3.0115604400634766 (3.1953363286124334) | > loss_feat: 6.864609718322754 (6.6599371963077125) | > loss_mel: 18.254291534423828 (17.844476487901474) | > loss_duration: 2.258915901184082 (2.366176856888665) | > loss_1: 33.06001663208008 (32.54163752661811)  --> STEP: 19 | > loss_disc: 2.5328404903411865 (2.430779218673706) | > loss_disc_real_0: 0.24943816661834717 (0.15958123301204882) | > loss_disc_real_1: 0.2975059449672699 (0.19812211786445819) | > loss_disc_real_2: 0.22898545861244202 (0.2336748281591817) | > loss_disc_real_3: 0.21873708069324493 (0.22945263589683332) | > loss_disc_real_4: 0.30300384759902954 (0.25972543421544525) | > loss_disc_real_5: 0.28479140996932983 (0.26947584905122457) | > loss_0: 2.5328404903411865 (2.430779218673706) | > loss_gen: 2.864199161529541 (2.4961569560201546) | > loss_kl: 2.7304484844207764 (3.170868547339188) | > loss_feat: 7.201893329620361 (6.6884612033241675) | > loss_mel: 15.62282943725586 (17.727547695762233) | > loss_duration: 2.3176279067993164 (2.3636216489892257) | > loss_1: 30.73699951171875 (32.446656578465515)  --> STEP: 20 | > loss_disc: 2.6034295558929443 (2.439411735534668) | > loss_disc_real_0: 0.28848278522491455 (0.1660263106226921) | > loss_disc_real_1: 0.18870536983013153 (0.19765128046274186) | > loss_disc_real_2: 0.2481483817100525 (0.23439850583672522) | > loss_disc_real_3: 0.2567136883735657 (0.23081568852066994) | > loss_disc_real_4: 0.2879168689250946 (0.26113500595092776) | > loss_disc_real_5: 0.2842974066734314 (0.2702169269323349) | > loss_0: 2.6034295558929443 (2.439411735534668) | > loss_gen: 2.4501454830169678 (2.4938563823699953) | > loss_kl: 2.3668878078460693 (3.130669510364532) | > loss_feat: 4.951449394226074 (6.601610612869263) | > loss_mel: 16.71426773071289 (17.676883697509766) | > loss_duration: 2.278747081756592 (2.359377920627594) | > loss_1: 28.761497497558594 (32.262398624420165)  --> STEP: 21 | > loss_disc: 2.5787312984466553 (2.446046000435239) | > loss_disc_real_0: 0.27275779843330383 (0.17110876242319742) | > loss_disc_real_1: 0.23482027649879456 (0.19942123265493483) | > loss_disc_real_2: 0.3152540326118469 (0.23824876901649295) | > loss_disc_real_3: 0.26927629113197327 (0.23264714578787485) | > loss_disc_real_4: 0.26077964901924133 (0.261118084192276) | > loss_disc_real_5: 0.26253175735473633 (0.2698509664762588) | > loss_0: 2.5787312984466553 (2.446046000435239) | > loss_gen: 2.713810920715332 (2.5043304080054876) | > loss_kl: 3.601929187774658 (3.153110447384062) | > loss_feat: 5.491045951843262 (6.5487265813918345) | > loss_mel: 15.09481143951416 (17.553927875700452) | > loss_duration: 2.213961601257324 (2.3524533339909146) | > loss_1: 29.115558624267578 (32.112549100603374)  --> STEP: 22 | > loss_disc: 2.2349891662597656 (2.4364525079727173) | > loss_disc_real_0: 0.11700135469436646 (0.16864933479915967) | > loss_disc_real_1: 0.2750597298145294 (0.20285934616218915) | > loss_disc_real_2: 0.24695254862308502 (0.23864439536224713) | > loss_disc_real_3: 0.175303652882576 (0.23004062338308853) | > loss_disc_real_4: 0.21699169278144836 (0.25911233912814746) | > loss_disc_real_5: 0.16073031723499298 (0.26489093696529215) | > loss_0: 2.2349891662597656 (2.4364525079727173) | > loss_gen: 2.5237250328063965 (2.5052119818600747) | > loss_kl: 2.5443999767303467 (3.125441789627075) | > loss_feat: 7.0514116287231445 (6.571575901725075) | > loss_mel: 17.5462703704834 (17.553579807281494) | > loss_duration: 2.2130589485168457 (2.346117225560275) | > loss_1: 31.87886619567871 (32.10192715037953)  --> STEP: 23 | > loss_disc: 2.5281994342803955 (2.440441504768703) | > loss_disc_real_0: 0.1978631615638733 (0.16991950118023416) | > loss_disc_real_1: 0.1941707879304886 (0.20248158276081085) | > loss_disc_real_2: 0.270428329706192 (0.2400263055511143) | > loss_disc_real_3: 0.2556935250759125 (0.23115596693495047) | > loss_disc_real_4: 0.21952947974205017 (0.2573913452417954) | > loss_disc_real_5: 0.23503099381923676 (0.2635926785676376) | > loss_0: 2.5281994342803955 (2.440441504768703) | > loss_gen: 2.1461143493652344 (2.4895990413168207) | > loss_kl: 2.556670665740967 (3.100712610327679) | > loss_feat: 4.5635223388671875 (6.48426922507908) | > loss_mel: 15.6573486328125 (17.47113497360893) | > loss_duration: 2.286881923675537 (2.3435417776522427) | > loss_1: 27.210538864135742 (31.88925809445589)  --> STEP: 24 | > loss_disc: 2.290898561477661 (2.434210548798243) | > loss_disc_real_0: 0.08612151443958282 (0.16642791839937368) | > loss_disc_real_1: 0.14990895986557007 (0.20029105680684248) | > loss_disc_real_2: 0.29852864146232605 (0.24246390288074812) | > loss_disc_real_3: 0.213309183716774 (0.23041235096752644) | > loss_disc_real_4: 0.25412893295288086 (0.257255411396424) | > loss_disc_real_5: 0.22106283903121948 (0.26182060192028683) | > loss_0: 2.290898561477661 (2.434210548798243) | > loss_gen: 2.5011050701141357 (2.490078459183376) | > loss_kl: 2.4122259616851807 (3.0720256666342416) | > loss_feat: 6.331368923187256 (6.477898379166921) | > loss_mel: 17.63087272644043 (17.47779071331024) | > loss_duration: 2.4432101249694824 (2.3476946254571276) | > loss_1: 31.318782806396484 (31.865488290786747)  --> STEP: 25 | > loss_disc: 2.609464406967163 (2.441220703125) | > loss_disc_real_0: 0.2322668433189392 (0.16906147539615632) | > loss_disc_real_1: 0.21454329788684845 (0.20086114645004272) | > loss_disc_real_2: 0.26002222299575806 (0.2431662356853485) | > loss_disc_real_3: 0.2575285732746124 (0.23149699985980987) | > loss_disc_real_4: 0.28404417634010315 (0.25832696199417116) | > loss_disc_real_5: 0.2736831605434418 (0.262295104265213) | > loss_0: 2.609464406967163 (2.441220703125) | > loss_gen: 2.5391554832458496 (2.4920415401458746) | > loss_kl: 3.257570505142212 (3.0794474601745607) | > loss_feat: 7.51180362701416 (6.519254589080811) | > loss_mel: 17.300643920898438 (17.47070484161377) | > loss_duration: 2.381371259689331 (2.349041690826416) | > loss_1: 32.99054718017578 (31.91049064636231)  --> STEP: 26 | > loss_disc: 2.620112895965576 (2.4481011720804067) | > loss_disc_real_0: 0.23015615344047546 (0.1714112707055532) | > loss_disc_real_1: 0.19232675433158875 (0.20053290059933296) | > loss_disc_real_2: 0.20997962355613708 (0.24188982752653268) | > loss_disc_real_3: 0.20066453516483307 (0.23031113583308) | > loss_disc_real_4: 0.2541033923625946 (0.25816451700834125) | > loss_disc_real_5: 0.2184823751449585 (0.2606099992990494) | > loss_0: 2.620112895965576 (2.4481011720804067) | > loss_gen: 2.1215407848358154 (2.4777915110954876) | > loss_kl: 2.6159980297088623 (3.061622482079726) | > loss_feat: 6.428946018218994 (6.515781182509202) | > loss_mel: 15.884669303894043 (17.409703474778397) | > loss_duration: 2.3117799758911133 (2.3476085479442887) | > loss_1: 29.362934112548828 (31.812507702754097) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024662659718440133 (+6.862787099984943e-05) | > avg_loss_disc: 2.4481011720804067 (-0.03864238812373211) | > avg_loss_disc_real_0: 0.1714112707055532 (+0.013639683906848638) | > avg_loss_disc_real_1: 0.20053290059933296 (+0.016420523707683266) | > avg_loss_disc_real_2: 0.24188982752653268 (+0.07561621184532458) | > avg_loss_disc_real_3: 0.23031113583308 (-0.01383220003201413) | > avg_loss_disc_real_4: 0.25816451700834125 (+0.01924092551836598) | > avg_loss_disc_real_5: 0.2606099992990494 (+0.012875873308915348) | > avg_loss_0: 2.4481011720804067 (-0.03864238812373211) | > avg_loss_gen: 2.4777915110954876 (+0.2333298554787273) | > avg_loss_kl: 3.061622482079726 (+0.060543995637160286) | > avg_loss_feat: 6.515781182509202 (-0.5220853732182436) | > avg_loss_mel: 17.409703474778397 (+0.04610839256873689) | > avg_loss_duration: 2.3476085479442887 (+0.002874842056860949) | > avg_loss_1: 31.812507702754097 (-0.17922782897948508)  > EPOCH: 804/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:48:53)   --> TIME: 2024-06-12 02:48:55 -- STEP: 4/330 -- GLOBAL_STEP: 353325 | > loss_disc: 2.251659393310547 (2.264327883720398) | > loss_disc_real_0: 0.08568470925092697 (0.10038110241293907) | > loss_disc_real_1: 0.18151551485061646 (0.19147608056664467) | > loss_disc_real_2: 0.20691026747226715 (0.20345990732312202) | > loss_disc_real_3: 0.21695241332054138 (0.20490926504135132) | > loss_disc_real_4: 0.2284477800130844 (0.2311330921947956) | > loss_disc_real_5: 0.216423898935318 (0.22655526921153069) | > loss_0: 2.251659393310547 (2.264327883720398) | > grad_norm_0: tensor(10.1061, device='cuda:0') (tensor(8.4136, device='cuda:0')) | > loss_gen: 2.577793836593628 (2.5015926361083984) | > loss_kl: 1.7465063333511353 (1.9823207557201385) | > loss_feat: 6.829311370849609 (6.771579027175903) | > loss_mel: 17.518932342529297 (17.790396213531494) | > loss_duration: 2.146420955657959 (2.1506022810935974) | > loss_1: 30.8189640045166 (31.19649076461792) | > grad_norm_1: tensor(76.7842, device='cuda:0') (tensor(85.8081, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.3909 (0.395879864692688) | > loader_time: 0.0034 (0.0034003257751464844)  --> TIME: 2024-06-12 02:49:04 -- STEP: 29/330 -- GLOBAL_STEP: 353350 | > loss_disc: 2.343388319015503 (2.309770057941306) | > loss_disc_real_0: 0.14391110837459564 (0.10479663055518577) | > loss_disc_real_1: 0.21874170005321503 (0.19493427821274462) | > loss_disc_real_2: 0.1912199854850769 (0.2039314261798201) | > loss_disc_real_3: 0.21126379072666168 (0.22504178819985227) | > loss_disc_real_4: 0.2268296480178833 (0.2289091333233077) | > loss_disc_real_5: 0.21658243238925934 (0.22044773862279696) | > loss_0: 2.343388319015503 (2.309770057941306) | > grad_norm_0: tensor(6.1404, device='cuda:0') (tensor(9.2445, device='cuda:0')) | > loss_gen: 2.5131828784942627 (2.5160695848793817) | > loss_kl: 1.904897928237915 (1.9586986755502636) | > loss_feat: 6.98721981048584 (7.010314349470468) | > loss_mel: 17.822975158691406 (17.512857470019107) | > loss_duration: 1.996019721031189 (2.0170968318807665) | > loss_1: 31.224294662475586 (31.015037010455952) | > grad_norm_1: tensor(82.9424, device='cuda:0') (tensor(110.2238, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.3657 (0.3666890736283927) | > loader_time: 0.0031 (0.003242130937247441)  --> TIME: 2024-06-12 02:49:14 -- STEP: 54/330 -- GLOBAL_STEP: 353375 | > loss_disc: 2.2311954498291016 (2.3233916891945734) | > loss_disc_real_0: 0.08180546015501022 (0.1058056532508797) | > loss_disc_real_1: 0.19582657516002655 (0.1940031432443195) | > loss_disc_real_2: 0.1874673217535019 (0.20646518965562186) | > loss_disc_real_3: 0.21236976981163025 (0.22618817813970424) | > loss_disc_real_4: 0.22520582377910614 (0.23171917818210744) | > loss_disc_real_5: 0.19994911551475525 (0.22075597279601628) | > loss_0: 2.2311954498291016 (2.3233916891945734) | > grad_norm_0: tensor(5.4137, device='cuda:0') (tensor(9.1790, device='cuda:0')) | > loss_gen: 2.5688555240631104 (2.503025712790313) | > loss_kl: 2.0084550380706787 (1.9549585139309917) | > loss_feat: 7.919190883636475 (6.964664989047581) | > loss_mel: 18.21941375732422 (17.405602260872165) | > loss_duration: 1.959693193435669 (1.995502792022847) | > loss_1: 32.67560958862305 (30.82375431060791) | > grad_norm_1: tensor(66.1875, device='cuda:0') (tensor(94.5775, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.362 (0.37090969968725135) | > loader_time: 0.0035 (0.003312066749290184)  --> TIME: 2024-06-12 02:49:24 -- STEP: 79/330 -- GLOBAL_STEP: 353400 | > loss_disc: 2.4071006774902344 (2.340899705886841) | > loss_disc_real_0: 0.14483323693275452 (0.10755104505563085) | > loss_disc_real_1: 0.20364327728748322 (0.19416199964058545) | > loss_disc_real_2: 0.19450287520885468 (0.20842482149600983) | > loss_disc_real_3: 0.21529968082904816 (0.22852401190166233) | > loss_disc_real_4: 0.22016963362693787 (0.2319136567508118) | > loss_disc_real_5: 0.23761315643787384 (0.22271116870113566) | > loss_0: 2.4071006774902344 (2.340899705886841) | > grad_norm_0: tensor(8.4617, device='cuda:0') (tensor(9.4970, device='cuda:0')) | > loss_gen: 2.452198028564453 (2.4869995992394944) | > loss_kl: 2.188091993331909 (1.9706275146218795) | > loss_feat: 6.769977569580078 (6.962261586249629) | > loss_mel: 16.70182228088379 (17.358686121204233) | > loss_duration: 1.9592170715332031 (1.9886028721362734) | > loss_1: 30.071308135986328 (30.76717777493634) | > grad_norm_1: tensor(100.9980, device='cuda:0') (tensor(94.8211, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.3739 (0.37160947956616364) | > loader_time: 0.0035 (0.0034068264538728737)  --> TIME: 2024-06-12 02:49:33 -- STEP: 104/330 -- GLOBAL_STEP: 353425 | > loss_disc: 2.359743118286133 (2.3472260901561155) | > loss_disc_real_0: 0.10802705585956573 (0.10892460201508723) | > loss_disc_real_1: 0.18608704209327698 (0.1960049563875565) | > loss_disc_real_2: 0.2236151546239853 (0.2098767659985102) | > loss_disc_real_3: 0.24004343152046204 (0.22800555180471677) | > loss_disc_real_4: 0.24103304743766785 (0.23104316368699074) | > loss_disc_real_5: 0.2543371617794037 (0.22201646821430096) | > loss_0: 2.359743118286133 (2.3472260901561155) | > grad_norm_0: tensor(22.3897, device='cuda:0') (tensor(10.5085, device='cuda:0')) | > loss_gen: 2.640265941619873 (2.4845684445821323) | > loss_kl: 2.256324529647827 (1.9989905414673) | > loss_feat: 7.074837684631348 (6.963684833966768) | > loss_mel: 17.071739196777344 (17.31459631369664) | > loss_duration: 2.0224289894104004 (1.9912809878587725) | > loss_1: 31.065595626831055 (30.753121229318474) | > grad_norm_1: tensor(411.1485, device='cuda:0') (tensor(116.8811, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.3736 (0.372326692709556) | > loader_time: 0.0042 (0.003515115151038537)  --> TIME: 2024-06-12 02:49:43 -- STEP: 129/330 -- GLOBAL_STEP: 353450 | > loss_disc: 2.3592216968536377 (2.3524999637012343) | > loss_disc_real_0: 0.11283746361732483 (0.10963304173345714) | > loss_disc_real_1: 0.22027450799942017 (0.1962783439445865) | > loss_disc_real_2: 0.20840971171855927 (0.21000586403894794) | > loss_disc_real_3: 0.19938188791275024 (0.22880201388237087) | > loss_disc_real_4: 0.23007112741470337 (0.23204770095126573) | > loss_disc_real_5: 0.23799096047878265 (0.2226722619330236) | > loss_0: 2.3592216968536377 (2.3524999637012343) | > grad_norm_0: tensor(7.0421, device='cuda:0') (tensor(11.4878, device='cuda:0')) | > loss_gen: 2.514355182647705 (2.4823883115783216) | > loss_kl: 1.985185146331787 (2.008043000864428) | > loss_feat: 6.60272216796875 (6.938554397849149) | > loss_mel: 17.836631774902344 (17.293458605921547) | > loss_duration: 1.987975835800171 (1.9937241086664126) | > loss_1: 30.926870346069336 (30.71616842580396) | > grad_norm_1: tensor(187.6458, device='cuda:0') (tensor(140.5610, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.3978 (0.373483981272971) | > loader_time: 0.0049 (0.003623731376588807)  --> TIME: 2024-06-12 02:49:53 -- STEP: 154/330 -- GLOBAL_STEP: 353475 | > loss_disc: 2.4517054557800293 (2.360533214234687) | > loss_disc_real_0: 0.11245192587375641 (0.1121315529884456) | > loss_disc_real_1: 0.2082623988389969 (0.19601830820758612) | > loss_disc_real_2: 0.2567369043827057 (0.21128561367075166) | > loss_disc_real_3: 0.2162107676267624 (0.22973913109147703) | > loss_disc_real_4: 0.23435652256011963 (0.23204336625027966) | > loss_disc_real_5: 0.2127494066953659 (0.2230019225896179) | > loss_0: 2.4517054557800293 (2.360533214234687) | > grad_norm_0: tensor(9.4655, device='cuda:0') (tensor(13.0577, device='cuda:0')) | > loss_gen: 2.44586181640625 (2.4836930346179313) | > loss_kl: 2.0960915088653564 (2.0108215909499614) | > loss_feat: 7.225681304931641 (6.950630847509805) | > loss_mel: 17.34833526611328 (17.307513651909773) | > loss_duration: 1.9944705963134766 (1.99682562227373) | > loss_1: 31.110441207885742 (30.749484718620003) | > grad_norm_1: tensor(141.2611, device='cuda:0') (tensor(157.2414, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.3683 (0.37452970077465103) | > loader_time: 0.004 (0.0037253057801878296)  --> TIME: 2024-06-12 02:50:02 -- STEP: 179/330 -- GLOBAL_STEP: 353500 | > loss_disc: 2.4141321182250977 (2.3639728303728176) | > loss_disc_real_0: 0.12263233959674835 (0.11313478652824903) | > loss_disc_real_1: 0.2580692768096924 (0.19691403251786468) | > loss_disc_real_2: 0.20975416898727417 (0.21103566227345494) | > loss_disc_real_3: 0.25381067395210266 (0.22997793563584376) | > loss_disc_real_4: 0.2702814042568207 (0.23251127297651833) | > loss_disc_real_5: 0.2649664580821991 (0.22343394443309506) | > loss_0: 2.4141321182250977 (2.3639728303728176) | > grad_norm_0: tensor(30.9406, device='cuda:0') (tensor(13.8089, device='cuda:0')) | > loss_gen: 2.452305555343628 (2.4804195318808095) | > loss_kl: 2.0827412605285645 (2.0174851524097286) | > loss_feat: 6.700839042663574 (6.925609119777573) | > loss_mel: 17.02896499633789 (17.27163181091821) | > loss_duration: 2.059539318084717 (2.003608951355493) | > loss_1: 30.324390411376953 (30.6987545183917) | > grad_norm_1: tensor(423.3231, device='cuda:0') (tensor(172.2507, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.4072 (0.3765590990055871) | > loader_time: 0.0047 (0.0038367330029024094) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_353500.pth  --> TIME: 2024-06-12 02:50:18 -- STEP: 204/330 -- GLOBAL_STEP: 353525 | > loss_disc: 2.5920214653015137 (2.362648511634155) | > loss_disc_real_0: 0.1967717856168747 (0.11424911986379062) | > loss_disc_real_1: 0.19998282194137573 (0.1966986783287104) | > loss_disc_real_2: 0.21101517975330353 (0.2109437855143173) | > loss_disc_real_3: 0.24612794816493988 (0.22936740028215388) | > loss_disc_real_4: 0.23925836384296417 (0.23172624935122096) | > loss_disc_real_5: 0.2508969008922577 (0.22309439782710636) | > loss_0: 2.5920214653015137 (2.362648511634155) | > grad_norm_0: tensor(35.8961, device='cuda:0') (tensor(15.6573, device='cuda:0')) | > loss_gen: 2.37394380569458 (2.4850627616340017) | > loss_kl: 2.028505802154541 (2.024260438540402) | > loss_feat: 7.071247577667236 (6.950328258907094) | > loss_mel: 17.042160034179688 (17.23350463661493) | > loss_duration: 2.0317673683166504 (2.0113227647893575) | > loss_1: 30.547624588012695 (30.704478834189622) | > grad_norm_1: tensor(291.4793, device='cuda:0') (tensor(193.1414, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.4064 (0.37923069794972725) | > loader_time: 0.0049 (0.003961600509344364)  --> TIME: 2024-06-12 02:50:28 -- STEP: 229/330 -- GLOBAL_STEP: 353550 | > loss_disc: 2.3994534015655518 (2.362049978372834) | > loss_disc_real_0: 0.06126604229211807 (0.11419210203935486) | > loss_disc_real_1: 0.23005571961402893 (0.19719716327419445) | > loss_disc_real_2: 0.19506050646305084 (0.211177948780976) | > loss_disc_real_3: 0.23669038712978363 (0.22957583064595685) | > loss_disc_real_4: 0.2568148076534271 (0.23110037918434392) | > loss_disc_real_5: 0.24395005404949188 (0.22170608415874332) | > loss_0: 2.3994534015655518 (2.362049978372834) | > grad_norm_0: tensor(25.8915, device='cuda:0') (tensor(17.3220, device='cuda:0')) | > loss_gen: 2.5439443588256836 (2.4933759926708485) | > loss_kl: 2.0835227966308594 (2.0289651540689584) | > loss_feat: 7.118908882141113 (6.9673547286654145) | > loss_mel: 16.974519729614258 (17.206115093814223) | > loss_duration: 2.130856990814209 (2.020539069279835) | > loss_1: 30.851755142211914 (30.716350039019854) | > grad_norm_1: tensor(355.7254, device='cuda:0') (tensor(214.3318, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.403 (0.38188056341945853) | > loader_time: 0.0062 (0.004100433083080307)  --> TIME: 2024-06-12 02:50:39 -- STEP: 254/330 -- GLOBAL_STEP: 353575 | > loss_disc: 2.3115177154541016 (2.361427222649884) | > loss_disc_real_0: 0.16300848126411438 (0.11447120336155722) | > loss_disc_real_1: 0.19198860228061676 (0.19715660300076474) | > loss_disc_real_2: 0.20225660502910614 (0.21120598272779795) | > loss_disc_real_3: 0.24339397251605988 (0.22940649432460153) | > loss_disc_real_4: 0.24288669228553772 (0.23103404643498068) | > loss_disc_real_5: 0.2042798399925232 (0.22167691418270427) | > loss_0: 2.3115177154541016 (2.361427222649884) | > grad_norm_0: tensor(53.2999, device='cuda:0') (tensor(18.9323, device='cuda:0')) | > loss_gen: 2.7042157649993896 (2.503050600449868) | > loss_kl: 2.1299166679382324 (2.032390723547597) | > loss_feat: 7.86475133895874 (6.989687555418239) | > loss_mel: 17.504146575927734 (17.17410529129148) | > loss_duration: 2.0511350631713867 (2.027602889406402) | > loss_1: 32.25416564941406 (30.72683708311066) | > grad_norm_1: tensor(704.5316, device='cuda:0') (tensor(235.7313, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.4384 (0.38530997310097753) | > loader_time: 0.0052 (0.004232057436244692)  --> TIME: 2024-06-12 02:50:50 -- STEP: 279/330 -- GLOBAL_STEP: 353600 | > loss_disc: 2.5262017250061035 (2.3638884807573013) | > loss_disc_real_0: 0.16314616799354553 (0.11580081870211922) | > loss_disc_real_1: 0.22731661796569824 (0.19759795982991493) | > loss_disc_real_2: 0.19936396181583405 (0.21132432981844876) | > loss_disc_real_3: 0.24984341859817505 (0.22958440186729573) | > loss_disc_real_4: 0.2566929757595062 (0.2310136006510813) | > loss_disc_real_5: 0.24457363784313202 (0.22155935939494853) | > loss_0: 2.5262017250061035 (2.3638884807573013) | > grad_norm_0: tensor(32.2147, device='cuda:0') (tensor(20.4167, device='cuda:0')) | > loss_gen: 2.343842029571533 (2.5000607745194503) | > loss_kl: 2.059617042541504 (2.034079223550775) | > loss_feat: 6.2840375900268555 (6.99389264062314) | > loss_mel: 16.949167251586914 (17.135369714442966) | > loss_duration: 2.1163175106048584 (2.037189709242957) | > loss_1: 29.752981185913086 (30.700592129888502) | > grad_norm_1: tensor(227.8383, device='cuda:0') (tensor(255.6328, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.4298 (0.38957070706138464) | > loader_time: 0.0059 (0.004384961179507675)  --> TIME: 2024-06-12 02:51:02 -- STEP: 304/330 -- GLOBAL_STEP: 353625 | > loss_disc: 2.4123148918151855 (2.3654309503341997) | > loss_disc_real_0: 0.14578062295913696 (0.1169606909327405) | > loss_disc_real_1: 0.1783875972032547 (0.19735036412940207) | > loss_disc_real_2: 0.22317296266555786 (0.2114354845038371) | > loss_disc_real_3: 0.2321082055568695 (0.2297776789943639) | > loss_disc_real_4: 0.23676228523254395 (0.2313894711826977) | > loss_disc_real_5: 0.2203923761844635 (0.22143560848934085) | > loss_0: 2.4123148918151855 (2.3654309503341997) | > grad_norm_0: tensor(40.5859, device='cuda:0') (tensor(21.7138, device='cuda:0')) | > loss_gen: 2.4311444759368896 (2.49786108104806) | > loss_kl: 2.061488628387451 (2.034709542989731) | > loss_feat: 8.031317710876465 (7.000626647158673) | > loss_mel: 16.42679786682129 (17.07923707209135) | > loss_duration: 2.188399314880371 (2.048262792982556) | > loss_1: 31.139148712158203 (30.660697215481807) | > grad_norm_1: tensor(604.2764, device='cuda:0') (tensor(271.7796, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 0.4614 (0.39619664298860635) | > loader_time: 0.008 (0.004573808688866466)  --> TIME: 2024-06-12 02:51:29 -- STEP: 329/330 -- GLOBAL_STEP: 353650 | > loss_disc: 2.4336636066436768 (2.370380621188321) | > loss_disc_real_0: 0.11888913065195084 (0.11815003440418143) | > loss_disc_real_1: 0.3071986734867096 (0.19891132473220932) | > loss_disc_real_2: 0.27617162466049194 (0.21188947630870678) | > loss_disc_real_3: 0.22737063467502594 (0.2299413009798636) | > loss_disc_real_4: 0.21644072234630585 (0.23134491762491707) | > loss_disc_real_5: 0.18576842546463013 (0.22155614487124795) | > loss_0: 2.4336636066436768 (2.370380621188321) | > grad_norm_0: tensor(8.8256, device='cuda:0') (tensor(22.0473, device='cuda:0')) | > loss_gen: 2.0696563720703125 (2.4931126713390395) | > loss_kl: 2.2658486366271973 (2.0452504027578247) | > loss_feat: 10.892091751098633 (7.092392801151449) | > loss_mel: 16.895166397094727 (17.061445552165008) | > loss_duration: 2.294818878173828 (2.0626730962364888) | > loss_1: 34.41758346557617 (30.75487462075648) | > grad_norm_1: tensor(167.1878, device='cuda:0') (tensor(276.4846, device='cuda:0')) | > current_lr_0: 0.00018087588625763284 | > current_lr_1: 0.00018087588625763284 | > step_time: 13.3764 (0.44802362215917524) | > loader_time: 0.0347 (0.005003227651300402)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6052896976470947 (2.6052896976470947) | > loss_disc_real_0: 0.21399712562561035 (0.21399712562561035) | > loss_disc_real_1: 0.16061654686927795 (0.16061654686927795) | > loss_disc_real_2: 0.2427297681570053 (0.2427297681570053) | > loss_disc_real_3: 0.25010132789611816 (0.25010132789611816) | > loss_disc_real_4: 0.30657002329826355 (0.30657002329826355) | > loss_disc_real_5: 0.28085827827453613 (0.28085827827453613) | > loss_0: 2.6052896976470947 (2.6052896976470947) | > loss_gen: 2.2412681579589844 (2.2412681579589844) | > loss_kl: 3.2724502086639404 (3.2724502086639404) | > loss_feat: 4.842533588409424 (4.842533588409424) | > loss_mel: 15.513447761535645 (15.513447761535645) | > loss_duration: 3.121685028076172 (3.121685028076172) | > loss_1: 28.991384506225586 (28.991384506225586)  --> STEP: 1 | > loss_disc: 2.336606979370117 (2.336606979370117) | > loss_disc_real_0: 0.10184667259454727 (0.10184667259454727) | > loss_disc_real_1: 0.16636669635772705 (0.16636669635772705) | > loss_disc_real_2: 0.19837749004364014 (0.19837749004364014) | > loss_disc_real_3: 0.2663711905479431 (0.2663711905479431) | > loss_disc_real_4: 0.2156391441822052 (0.2156391441822052) | > loss_disc_real_5: 0.21802851557731628 (0.21802851557731628) | > loss_0: 2.336606979370117 (2.336606979370117) | > loss_gen: 2.179678201675415 (2.179678201675415) | > loss_kl: 3.202594757080078 (3.202594757080078) | > loss_feat: 5.9909186363220215 (5.9909186363220215) | > loss_mel: 17.612897872924805 (17.612897872924805) | > loss_duration: 2.4206924438476562 (2.4206924438476562) | > loss_1: 31.406782150268555 (31.406782150268555)  --> STEP: 2 | > loss_disc: 2.2067739963531494 (2.2716904878616333) | > loss_disc_real_0: 0.06299123913049698 (0.08241895586252213) | > loss_disc_real_1: 0.1485210508108139 (0.15744387358427048) | > loss_disc_real_2: 0.18026326596736908 (0.1893203780055046) | > loss_disc_real_3: 0.2705085277557373 (0.2684398591518402) | > loss_disc_real_4: 0.24072197079658508 (0.22818055748939514) | > loss_disc_real_5: 0.20890522003173828 (0.21346686780452728) | > loss_0: 2.2067739963531494 (2.2716904878616333) | > loss_gen: 2.483201026916504 (2.3314396142959595) | > loss_kl: 3.118800401687622 (3.16069757938385) | > loss_feat: 7.0403547286987305 (6.515636682510376) | > loss_mel: 17.807329177856445 (17.710113525390625) | > loss_duration: 2.5215578079223633 (2.4711251258850098) | > loss_1: 32.97124099731445 (32.189011573791504)  --> STEP: 3 | > loss_disc: 2.1121840476989746 (2.2185216744740806) | > loss_disc_real_0: 0.07825153321027756 (0.0810298149784406) | > loss_disc_real_1: 0.12937575578689575 (0.1480878343184789) | > loss_disc_real_2: 0.17860984802246094 (0.18575020134449005) | > loss_disc_real_3: 0.21272459626197815 (0.2498681048552195) | > loss_disc_real_4: 0.20143461227416992 (0.2192652424176534) | > loss_disc_real_5: 0.17013074457645416 (0.19902149339516959) | > loss_0: 2.1121840476989746 (2.2185216744740806) | > loss_gen: 2.3556923866271973 (2.3395238717397056) | > loss_kl: 3.242370367050171 (3.1879218419392905) | > loss_feat: 7.531476974487305 (6.8542501131693525) | > loss_mel: 17.422542572021484 (17.614256540934246) | > loss_duration: 2.3919386863708496 (2.4447296460469565) | > loss_1: 32.94401931762695 (32.440680821736656)  --> STEP: 4 | > loss_disc: 2.132310152053833 (2.1969687938690186) | > loss_disc_real_0: 0.0597555935382843 (0.07571125961840153) | > loss_disc_real_1: 0.11884979903697968 (0.1407783254981041) | > loss_disc_real_2: 0.15734852850437164 (0.17864978313446045) | > loss_disc_real_3: 0.186532124876976 (0.23403410986065865) | > loss_disc_real_4: 0.24539297819137573 (0.22579717636108398) | > loss_disc_real_5: 0.18948855996131897 (0.19663826003670692) | > loss_0: 2.132310152053833 (2.1969687938690186) | > loss_gen: 2.3242125511169434 (2.335696041584015) | > loss_kl: 4.290656089782715 (3.4636054039001465) | > loss_feat: 6.994815826416016 (6.889391541481018) | > loss_mel: 17.16179656982422 (17.50114154815674) | > loss_duration: 2.3910317420959473 (2.431305170059204) | > loss_1: 33.162513732910156 (32.62113904953003)  --> STEP: 5 | > loss_disc: 2.652460813522339 (2.2880671977996827) | > loss_disc_real_0: 0.2787025570869446 (0.11630951911211014) | > loss_disc_real_1: 0.24375154078006744 (0.16137296855449676) | > loss_disc_real_2: 0.224115252494812 (0.18774287700653075) | > loss_disc_real_3: 0.31113001704216003 (0.24945329129695892) | > loss_disc_real_4: 0.23983260989189148 (0.2286042630672455) | > loss_disc_real_5: 0.21595118939876556 (0.20050084590911865) | > loss_0: 2.652460813522339 (2.2880671977996827) | > loss_gen: 2.2647294998168945 (2.3215027332305906) | > loss_kl: 3.28348445892334 (3.427581214904785) | > loss_feat: 5.0568342208862305 (6.5228800773620605) | > loss_mel: 17.765031814575195 (17.55391960144043) | > loss_duration: 2.391284942626953 (2.423301124572754) | > loss_1: 30.761363983154297 (32.24918403625488)  --> STEP: 6 | > loss_disc: 2.3775243759155273 (2.3029767274856567) | > loss_disc_real_0: 0.12074146419763565 (0.1170481766263644) | > loss_disc_real_1: 0.17295052111148834 (0.1633025606473287) | > loss_disc_real_2: 0.2116674929857254 (0.1917303130030632) | > loss_disc_real_3: 0.3014926016330719 (0.25812650968631107) | > loss_disc_real_4: 0.25306642055511475 (0.2326812893152237) | > loss_disc_real_5: 0.2698223292827606 (0.2120544264713923) | > loss_0: 2.3775243759155273 (2.3029767274856567) | > loss_gen: 2.415092945098877 (2.337101101875305) | > loss_kl: 3.158902406692505 (3.3828014135360718) | > loss_feat: 6.052250385284424 (6.444441795349121) | > loss_mel: 16.940216064453125 (17.45163567860921) | > loss_duration: 2.225937843322754 (2.3904072443644204) | > loss_1: 30.792400360107422 (32.00638675689697)  --> STEP: 7 | > loss_disc: 2.504034996032715 (2.3316993372780934) | > loss_disc_real_0: 0.14126577973365784 (0.1205078342131206) | > loss_disc_real_1: 0.1974499523639679 (0.16818075946399144) | > loss_disc_real_2: 0.2548539936542511 (0.20074798166751862) | > loss_disc_real_3: 0.2572024166584015 (0.2579944963966097) | > loss_disc_real_4: 0.2504720389842987 (0.2352228249822344) | > loss_disc_real_5: 0.23904795944690704 (0.21591064546789443) | > loss_0: 2.504034996032715 (2.3316993372780934) | > loss_gen: 2.3507800102233887 (2.339055231639317) | > loss_kl: 4.038480758666992 (3.4764698914119174) | > loss_feat: 5.79917049407959 (6.352260180882046) | > loss_mel: 17.321868896484375 (17.43309756687709) | > loss_duration: 2.5347723960876465 (2.4110308374677385) | > loss_1: 32.04507064819336 (32.01191302708217)  --> STEP: 8 | > loss_disc: 2.7717108726501465 (2.3867007791996) | > loss_disc_real_0: 0.15146252512931824 (0.1243771705776453) | > loss_disc_real_1: 0.16939012706279755 (0.1683319304138422) | > loss_disc_real_2: 0.16558364033699036 (0.19635243900120258) | > loss_disc_real_3: 0.2401355654001236 (0.25576213002204895) | > loss_disc_real_4: 0.22006195783615112 (0.233327716588974) | > loss_disc_real_5: 0.3323970437049866 (0.23047144524753094) | > loss_0: 2.7717108726501465 (2.3867007791996) | > loss_gen: 2.000894069671631 (2.2967850863933563) | > loss_kl: 3.1784746646881104 (3.4392204880714417) | > loss_feat: 8.541264533996582 (6.625885725021362) | > loss_mel: 18.442750930786133 (17.559304237365723) | > loss_duration: 2.29681396484375 (2.39675372838974) | > loss_1: 34.46019744873047 (32.31794857978821)  --> STEP: 9 | > loss_disc: 2.5796070098876953 (2.4081348048316107) | > loss_disc_real_0: 0.27831903100013733 (0.14148182173569998) | > loss_disc_real_1: 0.16335350275039673 (0.16777877178457049) | > loss_disc_real_2: 0.18174901604652405 (0.19472983645068276) | > loss_disc_real_3: 0.24484486877918243 (0.2545491009950638) | > loss_disc_real_4: 0.25204500555992126 (0.2354074153635237) | > loss_disc_real_5: 0.27742043137550354 (0.2356879992617501) | > loss_0: 2.5796070098876953 (2.4081348048316107) | > loss_gen: 2.380502223968506 (2.3060869905683727) | > loss_kl: 2.7319860458374023 (3.360638883378771) | > loss_feat: 7.208006858825684 (6.69056585099962) | > loss_mel: 16.431066513061523 (17.43394449022081) | > loss_duration: 2.235236167907715 (2.3788073327806263) | > loss_1: 30.986797332763672 (32.17004288567437)  --> STEP: 10 | > loss_disc: 2.417048692703247 (2.4090261936187742) | > loss_disc_real_0: 0.16609235107898712 (0.1439428746700287) | > loss_disc_real_1: 0.20077235996723175 (0.1710781306028366) | > loss_disc_real_2: 0.21224306523799896 (0.19648115932941437) | > loss_disc_real_3: 0.229281485080719 (0.2520223394036293) | > loss_disc_real_4: 0.20580720901489258 (0.23244739472866058) | > loss_disc_real_5: 0.21355611085891724 (0.23347481042146684) | > loss_0: 2.417048692703247 (2.4090261936187742) | > loss_gen: 2.1416714191436768 (2.2896454334259033) | > loss_kl: 3.068479299545288 (3.3314229249954224) | > loss_feat: 5.481963634490967 (6.569705629348755) | > loss_mel: 16.31829071044922 (17.322379112243652) | > loss_duration: 2.3573482036590576 (2.3766614198684692) | > loss_1: 29.367752075195312 (31.889813804626463)  --> STEP: 11 | > loss_disc: 2.509406089782715 (2.4181516387245874) | > loss_disc_real_0: 0.1415284425020218 (0.14372338083657352) | > loss_disc_real_1: 0.24013815820217133 (0.17735631493004886) | > loss_disc_real_2: 0.21152861416339874 (0.1978491097688675) | > loss_disc_real_3: 0.20490777492523193 (0.24773919717832046) | > loss_disc_real_4: 0.25328394770622253 (0.23434162681752985) | > loss_disc_real_5: 0.22940197587013245 (0.23310455273498187) | > loss_0: 2.509406089782715 (2.4181516387245874) | > loss_gen: 2.255897045135498 (2.2865773981267754) | > loss_kl: 3.8595921993255615 (3.3794383135708896) | > loss_feat: 6.0082831382751465 (6.518667221069336) | > loss_mel: 16.706518173217773 (17.26639175415039) | > loss_duration: 2.5108535289764404 (2.3888607025146484) | > loss_1: 31.341144561767578 (31.839934782548383)  --> STEP: 12 | > loss_disc: 2.680574655532837 (2.440020223458608) | > loss_disc_real_0: 0.1603616625070572 (0.14510990430911383) | > loss_disc_real_1: 0.2066151201725006 (0.17979454870025316) | > loss_disc_real_2: 0.20291195809841156 (0.1982710137963295) | > loss_disc_real_3: 0.31036803126335144 (0.2529582666854064) | > loss_disc_real_4: 0.252768874168396 (0.23587723076343536) | > loss_disc_real_5: 0.2641969323158264 (0.23569558436671892) | > loss_0: 2.680574655532837 (2.440020223458608) | > loss_gen: 2.11466383934021 (2.2722512682278952) | > loss_kl: 2.8821303844451904 (3.337995986143748) | > loss_feat: 5.732144832611084 (6.453123688697815) | > loss_mel: 16.20613670349121 (17.17803716659546) | > loss_duration: 2.293421745300293 (2.3809074560801187) | > loss_1: 29.228496551513672 (31.622314929962158)  --> STEP: 13 | > loss_disc: 2.3840088844299316 (2.4357116589179406) | > loss_disc_real_0: 0.11062325537204742 (0.14245708516010872) | > loss_disc_real_1: 0.15650953352451324 (0.1780033936867347) | > loss_disc_real_2: 0.18853875994682312 (0.19752237888482901) | > loss_disc_real_3: 0.26312753558158875 (0.25374051813895887) | > loss_disc_real_4: 0.19791923463344574 (0.23295738490728232) | > loss_disc_real_5: 0.23983681201934814 (0.2360141403399981) | > loss_0: 2.3840088844299316 (2.4357116589179406) | > loss_gen: 2.135162591934204 (2.261705985436073) | > loss_kl: 3.0447962284088135 (3.315442158625676) | > loss_feat: 4.498523712158203 (6.302769844348614) | > loss_mel: 15.000016212463379 (17.010497093200684) | > loss_duration: 2.240402936935425 (2.3700994161459117) | > loss_1: 26.918899536132812 (31.260513745821438)  --> STEP: 14 | > loss_disc: 2.3677878379821777 (2.430859957422529) | > loss_disc_real_0: 0.11234237253665924 (0.14030603425843374) | > loss_disc_real_1: 0.1720445305109024 (0.1775777606027467) | > loss_disc_real_2: 0.15560568869113922 (0.19452832958527974) | > loss_disc_real_3: 0.2744501531124115 (0.2552197777799198) | > loss_disc_real_4: 0.26883184909820557 (0.2355198466352054) | > loss_disc_real_5: 0.2474483698606491 (0.2368308710200446) | > loss_0: 2.3677878379821777 (2.430859957422529) | > loss_gen: 2.323188066482544 (2.2660975626536777) | > loss_kl: 3.753251552581787 (3.3467142581939697) | > loss_feat: 6.357999801635742 (6.306714841297695) | > loss_mel: 17.28401756286621 (17.030034269605363) | > loss_duration: 2.460089683532715 (2.3765272923878262) | > loss_1: 32.17854690551758 (31.32608754294259)  --> STEP: 15 | > loss_disc: 2.4464688301086426 (2.4319005489349363) | > loss_disc_real_0: 0.13098354637622833 (0.13968453506628672) | > loss_disc_real_1: 0.21054776012897491 (0.1797757605711619) | > loss_disc_real_2: 0.18898163735866547 (0.19415855010350544) | > loss_disc_real_3: 0.2531004846096039 (0.2550784915685654) | > loss_disc_real_4: 0.20007245242595673 (0.2331566870212555) | > loss_disc_real_5: 0.18688873946666718 (0.23350139558315278) | > loss_0: 2.4464688301086426 (2.4319005489349363) | > loss_gen: 2.2589893341064453 (2.265623680750529) | > loss_kl: 3.4549694061279297 (3.353931268056234) | > loss_feat: 9.308540344238281 (6.506836541493734) | > loss_mel: 17.59603500366211 (17.067767651875815) | > loss_duration: 2.443838596343994 (2.3810147126515706) | > loss_1: 35.062374114990234 (31.575173314412435)  --> STEP: 16 | > loss_disc: 2.7522451877593994 (2.4519220888614655) | > loss_disc_real_0: 0.2802499532699585 (0.1484698737040162) | > loss_disc_real_1: 0.26208582520484924 (0.18492013961076736) | > loss_disc_real_2: 0.21670794486999512 (0.19556788727641106) | > loss_disc_real_3: 0.3291751444339752 (0.2597095323726535) | > loss_disc_real_4: 0.2880546748638153 (0.23658781126141548) | > loss_disc_real_5: 0.2999557852745056 (0.23765479493886232) | > loss_0: 2.7522451877593994 (2.4519220888614655) | > loss_gen: 2.407273530960083 (2.274476796388626) | > loss_kl: 3.489760160446167 (3.3624205738306046) | > loss_feat: 5.910019397735596 (6.46953547000885) | > loss_mel: 14.20244026184082 (16.888684689998627) | > loss_duration: 2.427095413208008 (2.383894756436348) | > loss_1: 28.436588287353516 (31.379011750221252)  --> STEP: 17 | > loss_disc: 2.58233380317688 (2.4595933661741367) | > loss_disc_real_0: 0.14146456122398376 (0.14805779649930842) | > loss_disc_real_1: 0.2066715955734253 (0.18619963702033548) | > loss_disc_real_2: 0.18268218636512756 (0.19480990486986496) | > loss_disc_real_3: 0.24887500703334808 (0.2590722073526943) | > loss_disc_real_4: 0.18990838527679443 (0.23384196267408483) | > loss_disc_real_5: 0.28738853335380554 (0.24058030896327076) | > loss_0: 2.58233380317688 (2.4595933661741367) | > loss_gen: 2.2102677822113037 (2.270699795554666) | > loss_kl: 2.5405848026275635 (3.3140772931716023) | > loss_feat: 7.824171543121338 (6.54921994489782) | > loss_mel: 17.086700439453125 (16.900332675260657) | > loss_duration: 2.445235252380371 (2.3875030209036434) | > loss_1: 32.10696029663086 (31.42183225295123)  --> STEP: 18 | > loss_disc: 2.410276174545288 (2.4568535221947565) | > loss_disc_real_0: 0.16056175529956818 (0.14875246087710062) | > loss_disc_real_1: 0.10926830768585205 (0.18192567427953085) | > loss_disc_real_2: 0.23226596415042877 (0.1968907970521185) | > loss_disc_real_3: 0.23733919858932495 (0.2578648179769516) | > loss_disc_real_4: 0.22475841641426086 (0.23333732121520573) | > loss_disc_real_5: 0.2335331290960312 (0.24018879897064632) | > loss_0: 2.410276174545288 (2.4568535221947565) | > loss_gen: 2.476295232772827 (2.282121764289008) | > loss_kl: 3.573772668838501 (3.3285048140419855) | > loss_feat: 10.590228080749512 (6.773720396889581) | > loss_mel: 19.76189613342285 (17.059308422936333) | > loss_duration: 2.2690787315368652 (2.3809238937166004) | > loss_1: 38.671268463134766 (31.824578709072536)  --> STEP: 19 | > loss_disc: 2.739293098449707 (2.47171876305028) | > loss_disc_real_0: 0.2443750500679016 (0.15378522872924805) | > loss_disc_real_1: 0.15859907865524292 (0.1806979587203578) | > loss_disc_real_2: 0.23629432916641235 (0.19896466716339714) | > loss_disc_real_3: 0.30431216955184937 (0.260309415428262) | > loss_disc_real_4: 0.26310232281684875 (0.23490390024687113) | > loss_disc_real_5: 0.24413450062274933 (0.24039646747865176) | > loss_0: 2.739293098449707 (2.47171876305028) | > loss_gen: 2.0800323486328125 (2.2714854792544714) | > loss_kl: 2.128082036972046 (3.2653246678804098) | > loss_feat: 4.516407489776611 (6.65491445440995) | > loss_mel: 15.91257381439209 (16.99895396985506) | > loss_duration: 2.366800308227539 (2.380180547111913) | > loss_1: 27.003896713256836 (31.570858604029606)  --> STEP: 20 | > loss_disc: 2.172518491744995 (2.456758749485016) | > loss_disc_real_0: 0.13012397289276123 (0.1526021659374237) | > loss_disc_real_1: 0.18769679963588715 (0.18104790076613425) | > loss_disc_real_2: 0.18305645883083344 (0.19816925674676894) | > loss_disc_real_3: 0.23400160670280457 (0.25899402499198915) | > loss_disc_real_4: 0.1874992400407791 (0.23253366723656654) | > loss_disc_real_5: 0.22010549902915955 (0.23938191905617714) | > loss_0: 2.172518491744995 (2.456758749485016) | > loss_gen: 2.432274580001831 (2.2795249342918393) | > loss_kl: 2.441926956176758 (3.2241547822952272) | > loss_feat: 7.974713325500488 (6.720904397964477) | > loss_mel: 18.95828628540039 (17.096920585632326) | > loss_duration: 2.3129072189331055 (2.3768168807029726) | > loss_1: 34.12010955810547 (31.6983211517334)  --> STEP: 21 | > loss_disc: 2.2498245239257812 (2.4469047387441) | > loss_disc_real_0: 0.0774783343076706 (0.14902484062172117) | > loss_disc_real_1: 0.1410641372203827 (0.17914391202586039) | > loss_disc_real_2: 0.26440954208374023 (0.2013235560485295) | > loss_disc_real_3: 0.23888888955116272 (0.258036637590045) | > loss_disc_real_4: 0.2395814210176468 (0.23286927455947512) | > loss_disc_real_5: 0.2159842997789383 (0.23826774670964196) | > loss_0: 2.2498245239257812 (2.4469047387441) | > loss_gen: 2.4027323722839355 (2.2853919551486057) | > loss_kl: 3.10037899017334 (3.2182606969560896) | > loss_feat: 5.759550094604492 (6.6751256216140025) | > loss_mel: 13.946013450622559 (16.946877388727096) | > loss_duration: 2.2100822925567627 (2.3688771384102956) | > loss_1: 27.418758392333984 (31.494532448904856)  --> STEP: 22 | > loss_disc: 2.5235960483551025 (2.4503907073627818) | > loss_disc_real_0: 0.21549227833747864 (0.15204608779061923) | > loss_disc_real_1: 0.2333066314458847 (0.18160585381767966) | > loss_disc_real_2: 0.16047820448875427 (0.1994669491594488) | > loss_disc_real_3: 0.23896390199661255 (0.2571696950630708) | > loss_disc_real_4: 0.22604988515377045 (0.2325593023137613) | > loss_disc_real_5: 0.21280144155025482 (0.23711018738421527) | > loss_0: 2.5235960483551025 (2.4503907073627818) | > loss_gen: 2.270733118057251 (2.284725644371726) | > loss_kl: 2.2839062213897705 (3.1757900389758023) | > loss_feat: 9.15614128112793 (6.787899060682817) | > loss_mel: 19.579418182373047 (17.06653833389282) | > loss_duration: 2.1947035789489746 (2.360960158434781) | > loss_1: 35.484901428222656 (31.675912857055664)  --> STEP: 23 | > loss_disc: 2.302347421646118 (2.4439540427664053) | > loss_disc_real_0: 0.13467033207416534 (0.1512906201507734) | > loss_disc_real_1: 0.19696220755577087 (0.1822735213715097) | > loss_disc_real_2: 0.2204115390777588 (0.20037758350372314) | > loss_disc_real_3: 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2.4128258228302 (2.4426570336023965) | > loss_gen: 2.1109697818756104 (2.292307545741399) | > loss_kl: 2.4405548572540283 (3.1373500525951385) | > loss_feat: 7.466553688049316 (6.809960166613261) | > loss_mel: 17.158536911010742 (17.038899858792618) | > loss_duration: 2.394618034362793 (2.3602411448955536) | > loss_1: 31.571231842041016 (31.638758341471355)  --> STEP: 25 | > loss_disc: 2.4290218353271484 (2.442111625671387) | > loss_disc_real_0: 0.13151304423809052 (0.150204815864563) | > loss_disc_real_1: 0.24849161505699158 (0.18296316564083098) | > loss_disc_real_2: 0.215349018573761 (0.1998724615573883) | > loss_disc_real_3: 0.2558116614818573 (0.2559164029359817) | > loss_disc_real_4: 0.23383808135986328 (0.22997864484786987) | > loss_disc_real_5: 0.25116440653800964 (0.23316194474697113) | > loss_0: 2.4290218353271484 (2.442111625671387) | > loss_gen: 2.3445677757263184 (2.294397954940796) | > loss_kl: 2.72080135345459 (3.1206881046295165) | > loss_feat: 5.9822845458984375 (6.776853141784668) | > loss_mel: 15.76310920715332 (16.987868232727045) | > loss_duration: 2.416670322418213 (2.3624983119964598) | > loss_1: 29.227432250976562 (31.542305297851563)  --> STEP: 26 | > loss_disc: 2.841348171234131 (2.4574668774238) | > loss_disc_real_0: 0.16308462619781494 (0.1507001931850727) | > loss_disc_real_1: 0.15398447215557098 (0.18184860050678253) | > loss_disc_real_2: 0.1108931377530098 (0.19645017987260452) | > loss_disc_real_3: 0.2654890716075897 (0.2562845825002743) | > loss_disc_real_4: 0.1831635683774948 (0.22817806498362467) | > loss_disc_real_5: 0.18086683750152588 (0.23115059446830016) | > loss_0: 2.841348171234131 (2.4574668774238) | > loss_gen: 1.6897906064987183 (2.271143826154562) | > loss_kl: 2.483924150466919 (3.0961971833155704) | > loss_feat: 12.543041229248047 (6.998629606687105) | > loss_mel: 17.843849182128906 (17.02079057693481) | > loss_duration: 2.3005900382995605 (2.360117224546579) | > loss_1: 36.8611946105957 (31.746877963726337) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025603862909170296 (+9.412031907301633e-05) | > avg_loss_disc: 2.4574668774238 (+0.009365705343393316) | > avg_loss_disc_real_0: 0.1507001931850727 (-0.020711077520480514) | > avg_loss_disc_real_1: 0.18184860050678253 (-0.018684300092550427) | > avg_loss_disc_real_2: 0.19645017987260452 (-0.04543964765392816) | > avg_loss_disc_real_3: 0.2562845825002743 (+0.02597344666719431) | > avg_loss_disc_real_4: 0.22817806498362467 (-0.029986452024716587) | > avg_loss_disc_real_5: 0.23115059446830016 (-0.029459404830749214) | > avg_loss_0: 2.4574668774238 (+0.009365705343393316) | > avg_loss_gen: 2.271143826154562 (-0.20664768494092556) | > avg_loss_kl: 3.0961971833155704 (+0.03457470123584416) | > avg_loss_feat: 6.998629606687105 (+0.4828484241779032) | > avg_loss_mel: 17.02079057693481 (-0.3889128978435856) | > avg_loss_duration: 2.360117224546579 (+0.012508676602290159) | > avg_loss_1: 31.746877963726337 (-0.06562973902775937)  > EPOCH: 805/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:51:35)   --> TIME: 2024-06-12 02:51:45 -- STEP: 24/330 -- GLOBAL_STEP: 353675 | > loss_disc: 2.268892765045166 (2.3289384146531424) | > loss_disc_real_0: 0.10519403219223022 (0.10214315416912238) | > loss_disc_real_1: 0.2185637205839157 (0.19505750325818857) | > loss_disc_real_2: 0.20878639817237854 (0.20710611281295618) | > loss_disc_real_3: 0.2371659129858017 (0.22678309368590513) | > loss_disc_real_4: 0.2505705654621124 (0.22927886806428432) | > loss_disc_real_5: 0.2272021472454071 (0.22356471419334412) | > loss_0: 2.268892765045166 (2.3289384146531424) | > grad_norm_0: tensor(7.2988, device='cuda:0') (tensor(8.9129, device='cuda:0')) | > loss_gen: 2.540391206741333 (2.499172349770864) | > loss_kl: 1.6442409753799438 (1.9463274826606114) | > loss_feat: 6.931986331939697 (6.978052000204722) | > loss_mel: 17.031909942626953 (17.433123826980594) | > loss_duration: 1.9389331340789795 (2.0191376209259033) | > loss_1: 30.087461471557617 (30.875813007354736) | > grad_norm_1: tensor(81.1177, device='cuda:0') (tensor(94.7016, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3547 (0.3661297758420308) | > loader_time: 0.0034 (0.003376056750615438)  --> TIME: 2024-06-12 02:51:54 -- STEP: 49/330 -- GLOBAL_STEP: 353700 | > loss_disc: 2.3717615604400635 (2.3542879406286747) | > loss_disc_real_0: 0.10007497668266296 (0.10509544428513974) | > loss_disc_real_1: 0.2059580385684967 (0.19625204588685716) | > loss_disc_real_2: 0.1940527707338333 (0.20715301864001215) | > loss_disc_real_3: 0.22271664440631866 (0.22806309133159872) | > loss_disc_real_4: 0.21545884013175964 (0.23416396701822476) | > loss_disc_real_5: 0.21429841220378876 (0.22820626989919313) | > loss_0: 2.3717615604400635 (2.3542879406286747) | > grad_norm_0: tensor(3.9260, device='cuda:0') (tensor(9.1801, device='cuda:0')) | > loss_gen: 2.3419177532196045 (2.4864009740401287) | > loss_kl: 1.9292787313461304 (1.9411056236344941) | > loss_feat: 6.389062404632568 (6.942399316904496) | > loss_mel: 16.373533248901367 (17.323783991288174) | > loss_duration: 1.90872061252594 (1.9904396582622916) | > loss_1: 28.94251251220703 (30.684129481412928) | > grad_norm_1: tensor(136.9589, device='cuda:0') (tensor(98.4927, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3723 (0.364761410927286) | > loader_time: 0.0034 (0.0034380834929797115)  --> TIME: 2024-06-12 02:52:04 -- STEP: 74/330 -- GLOBAL_STEP: 353725 | > loss_disc: 2.25852108001709 (2.35608607047313) | > loss_disc_real_0: 0.12907521426677704 (0.10702156768860044) | > loss_disc_real_1: 0.18684066832065582 (0.19556516348510178) | > loss_disc_real_2: 0.15604521334171295 (0.2078596373667588) | > loss_disc_real_3: 0.216164693236351 (0.22828000663100062) | > loss_disc_real_4: 0.209378182888031 (0.23294526237893748) | > loss_disc_real_5: 0.23857621848583221 (0.22776935309977145) | > loss_0: 2.25852108001709 (2.35608607047313) | > grad_norm_0: tensor(6.0073, device='cuda:0') (tensor(9.6999, device='cuda:0')) | > loss_gen: 2.6525509357452393 (2.4906980057020447) | > loss_kl: 2.043501615524292 (1.9656942357888092) | > loss_feat: 7.353227138519287 (7.0272358301523585) | > loss_mel: 17.37984848022461 (17.343745850227986) | > loss_duration: 1.9003340005874634 (1.9808706270681846) | > loss_1: 31.3294620513916 (30.80824447322536) | > grad_norm_1: tensor(79.6798, device='cuda:0') (tensor(115.3592, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3638 (0.3658821969418913) | > loader_time: 0.0035 (0.003507604470124116)  --> TIME: 2024-06-12 02:52:13 -- STEP: 99/330 -- GLOBAL_STEP: 353750 | > loss_disc: 2.3541574478149414 (2.3645664465547824) | > loss_disc_real_0: 0.10937276482582092 (0.10858716778080872) | > loss_disc_real_1: 0.22320149838924408 (0.1960519239155933) | > loss_disc_real_2: 0.24041859805583954 (0.20879159100127942) | > loss_disc_real_3: 0.2557884454727173 (0.23007510000407094) | > loss_disc_real_4: 0.24365265667438507 (0.23422347189802112) | > loss_disc_real_5: 0.21785032749176025 (0.22772364875282905) | > loss_0: 2.3541574478149414 (2.3645664465547824) | > grad_norm_0: tensor(4.5234, device='cuda:0') (tensor(9.0219, device='cuda:0')) | > loss_gen: 2.5050737857818604 (2.4822459991532133) | > loss_kl: 1.8189282417297363 (1.9701855580012004) | > loss_feat: 6.878163814544678 (6.998320488014608) | > loss_mel: 17.199600219726562 (17.291038705845082) | > loss_duration: 1.9944196939468384 (1.9819907407567958) | > loss_1: 30.39618492126465 (30.723781412298028) | > grad_norm_1: tensor(43.1408, device='cuda:0') (tensor(109.3637, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3738 (0.3653179611822571) | > loader_time: 0.0036 (0.003580514830772323)  --> TIME: 2024-06-12 02:52:23 -- STEP: 124/330 -- GLOBAL_STEP: 353775 | > loss_disc: 2.408297061920166 (2.3649849757071473) | > loss_disc_real_0: 0.09456374496221542 (0.1097633795992982) | > loss_disc_real_1: 0.17676782608032227 (0.19606543428474857) | > loss_disc_real_2: 0.19743651151657104 (0.20889406819497386) | > loss_disc_real_3: 0.2632477581501007 (0.230172261595726) | > loss_disc_real_4: 0.25209760665893555 (0.23397849115633196) | > loss_disc_real_5: 0.23193979263305664 (0.22657733362528584) | > loss_0: 2.408297061920166 (2.3649849757071473) | > grad_norm_0: tensor(10.9724, device='cuda:0') (tensor(8.9700, device='cuda:0')) | > loss_gen: 2.451113224029541 (2.479598178017523) | > loss_kl: 2.058425188064575 (1.9805104511399423) | > loss_feat: 7.018467426300049 (7.002374379865586) | > loss_mel: 18.37628173828125 (17.305763121574167) | > loss_duration: 1.9858754873275757 (1.9865146173584847) | > loss_1: 31.89016342163086 (30.75476066527828) | > grad_norm_1: tensor(59.3230, device='cuda:0') (tensor(100.6627, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3964 (0.3687785825421733) | > loader_time: 0.0049 (0.0037208507137913857)  --> TIME: 2024-06-12 02:52:33 -- STEP: 149/330 -- GLOBAL_STEP: 353800 | > loss_disc: 2.328477382659912 (2.3664171023656864) | > loss_disc_real_0: 0.10601183772087097 (0.11122329183072854) | > loss_disc_real_1: 0.21285836398601532 (0.1959740733540298) | > loss_disc_real_2: 0.20595893263816833 (0.20947798556529434) | > loss_disc_real_3: 0.24003872275352478 (0.23070591978178728) | > loss_disc_real_4: 0.23528757691383362 (0.2332174853990542) | > loss_disc_real_5: 0.21429598331451416 (0.22590100165181512) | > loss_0: 2.328477382659912 (2.3664171023656864) | > grad_norm_0: tensor(5.7611, device='cuda:0') (tensor(9.1505, device='cuda:0')) | > loss_gen: 2.4788877964019775 (2.4755741765835135) | > loss_kl: 2.010065793991089 (1.9860827370778027) | > loss_feat: 6.970627784729004 (6.990635926291446) | > loss_mel: 17.11223030090332 (17.30075445751217) | > loss_duration: 2.021667003631592 (1.991378648969151) | > loss_1: 30.59347915649414 (30.74442590803108) | > grad_norm_1: tensor(90.8154, device='cuda:0') (tensor(102.2358, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3914 (0.37180836888767727) | > loader_time: 0.0041 (0.003848427894131449)  --> TIME: 2024-06-12 02:52:43 -- STEP: 174/330 -- GLOBAL_STEP: 353825 | > loss_disc: 2.4290366172790527 (2.373439233878564) | > loss_disc_real_0: 0.1285955160856247 (0.11344658330768007) | > loss_disc_real_1: 0.20603133738040924 (0.19670087296044686) | > loss_disc_real_2: 0.20811212062835693 (0.2095450218552831) | > loss_disc_real_3: 0.2112896889448166 (0.23075917037739152) | > loss_disc_real_4: 0.20598813891410828 (0.23345144538358711) | > loss_disc_real_5: 0.18483643233776093 (0.22558026992041488) | > loss_0: 2.4290366172790527 (2.373439233878564) | > grad_norm_0: tensor(19.9319, device='cuda:0') (tensor(9.9699, device='cuda:0')) | > loss_gen: 2.4146530628204346 (2.468101138356087) | > loss_kl: 2.095208168029785 (1.9983657783475415) | > loss_feat: 6.605628490447998 (6.953671005950577) | > loss_mel: 17.54608917236328 (17.301189937810797) | > loss_duration: 2.1051840782165527 (1.9978801340892398) | > loss_1: 30.76676368713379 (30.71920798290735) | > grad_norm_1: tensor(270.4132, device='cuda:0') (tensor(114.9751, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3961 (0.3746446631420617) | > loader_time: 0.0054 (0.003957690863773741)  --> TIME: 2024-06-12 02:52:53 -- STEP: 199/330 -- GLOBAL_STEP: 353850 | > loss_disc: 2.3994295597076416 (2.3700680624899566) | > loss_disc_real_0: 0.09868958592414856 (0.11434516168419442) | > loss_disc_real_1: 0.2054167240858078 (0.19680532843024284) | > loss_disc_real_2: 0.23352500796318054 (0.20975691806431396) | > loss_disc_real_3: 0.2466815561056137 (0.23026656146025537) | > loss_disc_real_4: 0.21958930790424347 (0.23299587027511404) | > loss_disc_real_5: 0.2326139509677887 (0.2254025743684577) | > loss_0: 2.3994295597076416 (2.3700680624899566) | > grad_norm_0: tensor(15.1349, device='cuda:0') (tensor(11.7106, device='cuda:0')) | > loss_gen: 2.4419896602630615 (2.474071508675962) | > loss_kl: 1.8979592323303223 (2.002487730141262) | > loss_feat: 6.194547176361084 (6.9478882784819485) | > loss_mel: 16.897127151489258 (17.262635739005407) | > loss_duration: 2.1281180381774902 (2.0066121630932234) | > loss_1: 29.559741973876953 (30.693695422992036) | > grad_norm_1: tensor(187.3548, device='cuda:0') (tensor(138.5735, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3962 (0.37774955327786386) | > loader_time: 0.005 (0.00407303038553976)  --> TIME: 2024-06-12 02:53:03 -- STEP: 224/330 -- GLOBAL_STEP: 353875 | > loss_disc: 2.5003302097320557 (2.3741044710789416) | > loss_disc_real_0: 0.15615248680114746 (0.11567940439895862) | > loss_disc_real_1: 0.17807087302207947 (0.1972735180918659) | > loss_disc_real_2: 0.19771669805049896 (0.2104712053468185) | > loss_disc_real_3: 0.24613259732723236 (0.23071260790207557) | > loss_disc_real_4: 0.25677037239074707 (0.23313842886792763) | > loss_disc_real_5: 0.24324658513069153 (0.2243470116518438) | > loss_0: 2.5003302097320557 (2.3741044710789416) | > grad_norm_0: tensor(12.9489, device='cuda:0') (tensor(13.4566, device='cuda:0')) | > loss_gen: 2.5417301654815674 (2.4763630511505252) | > loss_kl: 2.0685694217681885 (2.008078715098758) | > loss_feat: 6.849130630493164 (6.945941516331264) | > loss_mel: 17.6280517578125 (17.23248488136702) | > loss_duration: 2.1099228858947754 (2.0148154071399156) | > loss_1: 31.197404861450195 (30.677683566297805) | > grad_norm_1: tensor(234.0122, device='cuda:0') (tensor(166.5626, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.3933 (0.38002443526472357) | > loader_time: 0.0052 (0.004211209714412691)  --> TIME: 2024-06-12 02:53:14 -- STEP: 249/330 -- GLOBAL_STEP: 353900 | > loss_disc: 2.3057093620300293 (2.3724185252285395) | > loss_disc_real_0: 0.11052657663822174 (0.11722362678812212) | > loss_disc_real_1: 0.19863273203372955 (0.19707222480371772) | > loss_disc_real_2: 0.23383429646492004 (0.21061859432473243) | > loss_disc_real_3: 0.23249317705631256 (0.23040736697045675) | > loss_disc_real_4: 0.2244511991739273 (0.23316718625974464) | > loss_disc_real_5: 0.1764877289533615 (0.22344753086327548) | > loss_0: 2.3057093620300293 (2.3724185252285395) | > grad_norm_0: tensor(13.0298, device='cuda:0') (tensor(16.5201, device='cuda:0')) | > loss_gen: 2.767362594604492 (2.4862643935115454) | > loss_kl: 2.043369770050049 (2.0127548367144135) | > loss_feat: 6.770960807800293 (6.965481625982077) | > loss_mel: 16.700788497924805 (17.207869537384173) | > loss_duration: 2.100450038909912 (2.023816880452107) | > loss_1: 30.382932662963867 (30.696187268299273) | > grad_norm_1: tensor(446.9521, device='cuda:0') (tensor(195.9109, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.4143 (0.3832717717412006) | > loader_time: 0.0057 (0.004373972674450244)  --> TIME: 2024-06-12 02:53:25 -- STEP: 274/330 -- GLOBAL_STEP: 353925 | > loss_disc: 2.495460033416748 (2.375111300579823) | > loss_disc_real_0: 0.11857571452856064 (0.11785656172972526) | > loss_disc_real_1: 0.2262614518404007 (0.1970764291982581) | > loss_disc_real_2: 0.2503530979156494 (0.2109048768986751) | > loss_disc_real_3: 0.25318652391433716 (0.23053484828802795) | > loss_disc_real_4: 0.24639134109020233 (0.23319348170809504) | > loss_disc_real_5: 0.22731263935565948 (0.22358882383708545) | > loss_0: 2.495460033416748 (2.375111300579823) | > grad_norm_0: tensor(23.4454, device='cuda:0') (tensor(17.2333, device='cuda:0')) | > loss_gen: 2.4752633571624756 (2.4809164069864864) | > loss_kl: 2.040656089782715 (2.0207105840209643) | > loss_feat: 6.061949253082275 (6.963875389447177) | > loss_mel: 16.276132583618164 (17.170235407613507) | > loss_duration: 2.128965377807617 (2.0331364626431987) | > loss_1: 28.982967376708984 (30.668874274205116) | > grad_norm_1: tensor(257.5847, device='cuda:0') (tensor(210.1162, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.4461 (0.3879218849822552) | > loader_time: 0.0064 (0.004540915906864364)  --> TIME: 2024-06-12 02:53:37 -- STEP: 299/330 -- GLOBAL_STEP: 353950 | > loss_disc: 2.2976109981536865 (2.3796758811210705) | > loss_disc_real_0: 0.10934920608997345 (0.11930521066770905) | > loss_disc_real_1: 0.15718704462051392 (0.19748666055226405) | > loss_disc_real_2: 0.17753852903842926 (0.21095661425271564) | > loss_disc_real_3: 0.22068031132221222 (0.23062643608121972) | > loss_disc_real_4: 0.23412691056728363 (0.2337891831246507) | > loss_disc_real_5: 0.22085227072238922 (0.22423728782197713) | > loss_0: 2.2976109981536865 (2.3796758811210705) | > grad_norm_0: tensor(25.6253, device='cuda:0') (tensor(17.5832, device='cuda:0')) | > loss_gen: 2.4832677841186523 (2.474233329096765) | > loss_kl: 2.085176467895508 (2.024381271572816) | > loss_feat: 6.587568759918213 (6.949840741811388) | > loss_mel: 17.10907554626465 (17.117229142715317) | > loss_duration: 2.2020959854125977 (2.0442957551184313) | > loss_1: 30.467182159423828 (30.609980248288565) | > grad_norm_1: tensor(329.4193, device='cuda:0') (tensor(212.7117, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.4807 (0.3942388483513159) | > loader_time: 0.007 (0.004724531269392444)  --> TIME: 2024-06-12 02:53:50 -- STEP: 324/330 -- GLOBAL_STEP: 353975 | > loss_disc: 2.4300825595855713 (2.3823843399683633) | > loss_disc_real_0: 0.13907654583454132 (0.1211048145491032) | > loss_disc_real_1: 0.30334532260894775 (0.19833465288450688) | > loss_disc_real_2: 0.17583926022052765 (0.21098842458040626) | > loss_disc_real_3: 0.239840567111969 (0.23075016684554245) | > loss_disc_real_4: 0.21343177556991577 (0.2331941640579406) | > loss_disc_real_5: 0.22186964750289917 (0.2237498361479354) | > loss_0: 2.4300825595855713 (2.3823843399683633) | > grad_norm_0: tensor(17.3323, device='cuda:0') (tensor(18.1388, device='cuda:0')) | > loss_gen: 2.5714163780212402 (2.470671422687577) | > loss_kl: 2.1742897033691406 (2.030542461592474) | > loss_feat: 9.039923667907715 (6.995054046312968) | > loss_mel: 16.613597869873047 (17.075637473000437) | > loss_duration: 2.2670984268188477 (2.0592412095011015) | > loss_1: 32.66632843017578 (30.63114663112311) | > grad_norm_1: tensor(354.3439, device='cuda:0') (tensor(224.9014, device='cuda:0')) | > current_lr_0: 0.00018085327677185063 | > current_lr_1: 0.00018085327677185063 | > step_time: 0.5948 (0.40525108134305027) | > loader_time: 0.0101 (0.0049930663756382375)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.407860517501831 (2.407860517501831) | > loss_disc_real_0: 0.16781362891197205 (0.16781362891197205) | > loss_disc_real_1: 0.1788836568593979 (0.1788836568593979) | > loss_disc_real_2: 0.23295897245407104 (0.23295897245407104) | > loss_disc_real_3: 0.28177115321159363 (0.28177115321159363) | > loss_disc_real_4: 0.2763413190841675 (0.2763413190841675) | > loss_disc_real_5: 0.22817058861255646 (0.22817058861255646) | > loss_0: 2.407860517501831 (2.407860517501831) | > loss_gen: 2.680279493331909 (2.680279493331909) | > loss_kl: 1.7693878412246704 (1.7693878412246704) | > loss_feat: 7.550362586975098 (7.550362586975098) | > loss_mel: 16.802845001220703 (16.802845001220703) | > loss_duration: 3.171206474304199 (3.171206474304199) | > loss_1: 31.974082946777344 (31.974082946777344)  --> STEP: 1 | > loss_disc: 2.2034852504730225 (2.2034852504730225) | > loss_disc_real_0: 0.08227759599685669 (0.08227759599685669) | > loss_disc_real_1: 0.20171061158180237 (0.20171061158180237) | > loss_disc_real_2: 0.1283152550458908 (0.1283152550458908) | > loss_disc_real_3: 0.1955702304840088 (0.1955702304840088) | > loss_disc_real_4: 0.26491105556488037 (0.26491105556488037) | > loss_disc_real_5: 0.1469266712665558 (0.1469266712665558) | > loss_0: 2.2034852504730225 (2.2034852504730225) | > loss_gen: 2.1726696491241455 (2.1726696491241455) | > loss_kl: 3.139674186706543 (3.139674186706543) | > loss_feat: 5.15714693069458 (5.15714693069458) | > loss_mel: 16.5236873626709 (16.5236873626709) | > loss_duration: 2.391028881072998 (2.391028881072998) | > loss_1: 29.38420867919922 (29.38420867919922)  --> STEP: 2 | > loss_disc: 2.5532279014587402 (2.3783565759658813) | > loss_disc_real_0: 0.10662458091974258 (0.09445108845829964) | > loss_disc_real_1: 0.17351770401000977 (0.18761415779590607) | > loss_disc_real_2: 0.24541912972927094 (0.18686719238758087) | > loss_disc_real_3: 0.2526450753211975 (0.22410765290260315) | > loss_disc_real_4: 0.28300267457962036 (0.27395686507225037) | > loss_disc_real_5: 0.25413891673088074 (0.20053279399871826) | > loss_0: 2.5532279014587402 (2.3783565759658813) | > loss_gen: 2.464858055114746 (2.318763852119446) | > loss_kl: 3.2081966400146484 (3.1739354133605957) | > loss_feat: 6.273098468780518 (5.715122699737549) | > loss_mel: 19.6158390045166 (18.06976318359375) | > loss_duration: 2.5516748428344727 (2.4713518619537354) | > loss_1: 34.11366653442383 (31.748937606811523)  --> STEP: 3 | > loss_disc: 2.130908250808716 (2.2958738009134927) | > loss_disc_real_0: 0.07076887786388397 (0.08655701826016109) | > loss_disc_real_1: 0.2410612404346466 (0.20542985200881958) | > loss_disc_real_2: 0.1286846250295639 (0.16747300326824188) | > loss_disc_real_3: 0.200189471244812 (0.21613492568333945) | > loss_disc_real_4: 0.22611793875694275 (0.25801055630048114) | > loss_disc_real_5: 0.23626907169818878 (0.21244488656520844) | > loss_0: 2.130908250808716 (2.2958738009134927) | > loss_gen: 2.6205224990844727 (2.4193500677744546) | > loss_kl: 3.7433788776397705 (3.363749901453654) | > loss_feat: 7.8160400390625 (6.415428479512532) | > loss_mel: 17.93528938293457 (18.024938583374023) | > loss_duration: 2.440730571746826 (2.461144765218099) | > loss_1: 34.55596160888672 (32.68461227416992)  --> STEP: 4 | > loss_disc: 2.467219114303589 (2.338710129261017) | > loss_disc_real_0: 0.15445315837860107 (0.10353105328977108) | > loss_disc_real_1: 0.1631995290517807 (0.19487227126955986) | > loss_disc_real_2: 0.2253420352935791 (0.1819402612745762) | > loss_disc_real_3: 0.2574017643928528 (0.22645163536071777) | > loss_disc_real_4: 0.26128509640693665 (0.25882919132709503) | > loss_disc_real_5: 0.18541787564754486 (0.20568813383579254) | > loss_0: 2.467219114303589 (2.338710129261017) | > loss_gen: 2.183675527572632 (2.360431432723999) | > loss_kl: 3.3109261989593506 (3.350543975830078) | > loss_feat: 6.135056495666504 (6.345335483551025) | > loss_mel: 17.783580780029297 (17.964599132537842) | > loss_duration: 2.406257152557373 (2.4474228620529175) | > loss_1: 31.81949806213379 (32.46833372116089)  --> STEP: 5 | > loss_disc: 2.3891518115997314 (2.34879846572876) | > loss_disc_real_0: 0.1520014852285385 (0.11322513967752457) | > loss_disc_real_1: 0.2533329129219055 (0.20656439960002898) | > loss_disc_real_2: 0.2185705453157425 (0.18926631808280944) | > loss_disc_real_3: 0.21675720810890198 (0.2245127499103546) | > loss_disc_real_4: 0.24168971180915833 (0.2554012954235077) | > loss_disc_real_5: 0.2546032667160034 (0.21547116041183473) | > loss_0: 2.3891518115997314 (2.34879846572876) | > loss_gen: 2.5176267623901367 (2.3918704986572266) | > loss_kl: 2.6853930950164795 (3.2175137996673584) | > loss_feat: 7.595133304595947 (6.595295047760009) | > loss_mel: 19.129119873046875 (18.197503280639648) | > loss_duration: 2.395930767059326 (2.4371244430541994) | > loss_1: 34.323204040527344 (32.83930778503418)  --> STEP: 6 | > loss_disc: 2.5675582885742188 (2.385258436203003) | > loss_disc_real_0: 0.1872701346874237 (0.12556597217917442) | > loss_disc_real_1: 0.1914200782775879 (0.20404034604628882) | > loss_disc_real_2: 0.22759373486042023 (0.1956542208790779) | > loss_disc_real_3: 0.26104480028152466 (0.23060142497221628) | > loss_disc_real_4: 0.2706778049468994 (0.257947380344073) | > loss_disc_real_5: 0.24109725654125214 (0.2197421764334043) | > loss_0: 2.5675582885742188 (2.385258436203003) | > loss_gen: 2.407518148422241 (2.394478440284729) | > loss_kl: 2.5130860805511475 (3.1001091798146567) | > loss_feat: 6.930427074432373 (6.651150385538737) | > loss_mel: 18.359859466552734 (18.224562644958496) | > loss_duration: 2.2239837646484375 (2.401600996653239) | > loss_1: 32.43487548828125 (32.77190240224203)  --> STEP: 7 | > loss_disc: 2.2108004093170166 (2.3603358609335765) | > loss_disc_real_0: 0.08582314848899841 (0.11988842593772071) | > loss_disc_real_1: 0.20262758433818817 (0.20383852294513158) | > loss_disc_real_2: 0.18977154791355133 (0.19481383902685984) | > loss_disc_real_3: 0.21901555359363556 (0.2289463004895619) | > loss_disc_real_4: 0.23973985016345978 (0.2553463046039854) | > loss_disc_real_5: 0.15701475739479065 (0.2107811165707452) | > loss_0: 2.2108004093170166 (2.3603358609335765) | > loss_gen: 2.243612051010132 (2.3729260989597867) | > loss_kl: 4.313260078430176 (3.273416451045445) | > loss_feat: 7.453850269317627 (6.76582179750715) | > loss_mel: 19.531484603881836 (18.411265781947545) | > loss_duration: 2.597499132156372 (2.429586444582258) | > loss_1: 36.139705657958984 (33.253017153058735)  --> STEP: 8 | > loss_disc: 2.299190044403076 (2.352692633867264) | > loss_disc_real_0: 0.18546077609062195 (0.12808496970683336) | > loss_disc_real_1: 0.22794267535209656 (0.2068515419960022) | > loss_disc_real_2: 0.1805795282125473 (0.19303455017507076) | > loss_disc_real_3: 0.24199455976486206 (0.23057733289897442) | > loss_disc_real_4: 0.29141631722450256 (0.25985505618155) | > loss_disc_real_5: 0.2618850767612457 (0.21716911159455776) | > loss_0: 2.299190044403076 (2.352692633867264) | > loss_gen: 2.835453987121582 (2.430742084980011) | > loss_kl: 2.8069090843200684 (3.215103030204773) | > loss_feat: 7.902675151824951 (6.907928466796875) | > loss_mel: 17.529542922973633 (18.301050424575806) | > loss_duration: 2.3179447650909424 (2.4156312346458435) | > loss_1: 33.39252471923828 (33.27045559883118)  --> STEP: 9 | > loss_disc: 2.423990249633789 (2.3606145911746554) | > loss_disc_real_0: 0.24823318421840668 (0.1414347713192304) | > loss_disc_real_1: 0.1832774430513382 (0.2042321976688173) | > loss_disc_real_2: 0.2558895945549011 (0.20001844399505192) | > loss_disc_real_3: 0.22146552801132202 (0.22956491013367972) | > loss_disc_real_4: 0.25100186467170715 (0.2588713682360119) | > loss_disc_real_5: 0.1491154581308365 (0.20960759454303318) | > loss_0: 2.423990249633789 (2.3606145911746554) | > loss_gen: 2.509596347808838 (2.4395036697387695) | > loss_kl: 2.922758102416992 (3.182620260450575) | > loss_feat: 7.258283615112305 (6.9468568166097) | > loss_mel: 18.91121482849121 (18.368846469455296) | > loss_duration: 2.2601490020751953 (2.3983554310268826) | > loss_1: 33.86199951171875 (33.33618270026313)  --> STEP: 10 | > loss_disc: 2.3624749183654785 (2.360800623893738) | > loss_disc_real_0: 0.08885520696640015 (0.13617681488394737) | > loss_disc_real_1: 0.20889709889888763 (0.20469868779182435) | > loss_disc_real_2: 0.1935359537601471 (0.19937019497156144) | > loss_disc_real_3: 0.24199403822422028 (0.23080782294273378) | > loss_disc_real_4: 0.2406136691570282 (0.2570455983281136) | > loss_disc_real_5: 0.22807849943637848 (0.2114546850323677) | > loss_0: 2.3624749183654785 (2.360800623893738) | > loss_gen: 2.3094656467437744 (2.42649986743927) | > loss_kl: 3.3578622341156006 (3.2001444578170775) | > loss_feat: 6.417034149169922 (6.893874549865723) | > loss_mel: 16.92835807800293 (18.224797630310057) | > loss_duration: 2.347806453704834 (2.3933005332946777) | > loss_1: 31.36052703857422 (33.13861713409424)  --> STEP: 11 | > loss_disc: 2.6836562156677246 (2.3901511322368276) | > loss_disc_real_0: 0.2350836992263794 (0.14516834982416846) | > loss_disc_real_1: 0.3106030821800232 (0.21432636000893332) | > loss_disc_real_2: 0.2873819172382355 (0.20737126063216815) | > loss_disc_real_3: 0.24459899961948395 (0.2320615662769838) | > loss_disc_real_4: 0.2782427966594696 (0.2589726163582368) | > loss_disc_real_5: 0.27430960536003113 (0.21716876869851892) | > loss_0: 2.6836562156677246 (2.3901511322368276) | > loss_gen: 2.3903746604919434 (2.4232157577167857) | > loss_kl: 3.8805744647979736 (3.262001731178977) | > loss_feat: 5.765616416931152 (6.7913056286898525) | > loss_mel: 17.05912208557129 (18.1188271262429) | > loss_duration: 2.5486817359924316 (2.4074260971762915) | > loss_1: 31.64436912536621 (33.002776406028055)  --> STEP: 12 | > loss_disc: 2.4786977767944336 (2.3975300192832947) | > loss_disc_real_0: 0.059767723083496094 (0.13805163092911243) | > loss_disc_real_1: 0.21175873279571533 (0.2141123910744985) | > loss_disc_real_2: 0.1816042959690094 (0.20522401357690492) | > loss_disc_real_3: 0.2643720209598541 (0.23475410416722298) | > loss_disc_real_4: 0.27678820490837097 (0.26045724873741466) | > loss_disc_real_5: 0.25855526328086853 (0.22061764324704805) | > loss_0: 2.4786977767944336 (2.3975300192832947) | > loss_gen: 2.1450998783111572 (2.4000394344329834) | > loss_kl: 2.7611186504364014 (3.2202614744504294) | > loss_feat: 6.322064399719238 (6.752202192942302) | > loss_mel: 16.379228591918945 (17.9738605817159) | > loss_duration: 2.269768476486206 (2.395954628785451) | > loss_1: 29.87727928161621 (32.742318312327065)  --> STEP: 13 | > loss_disc: 2.4537508487701416 (2.4018546984745908) | > loss_disc_real_0: 0.14289124310016632 (0.13842390878842428) | > loss_disc_real_1: 0.24014703929424286 (0.21611505632217115) | > loss_disc_real_2: 0.18965819478034973 (0.20402664290024683) | > loss_disc_real_3: 0.27597951889038086 (0.2379252899151582) | > loss_disc_real_4: 0.26670992374420166 (0.26093822373793674) | > loss_disc_real_5: 0.2101748287677765 (0.21981434982556564) | > loss_0: 2.4537508487701416 (2.4018546984745908) | > loss_gen: 2.4538025856018066 (2.4041750614459696) | > loss_kl: 3.525418281555176 (3.2437350749969482) | > loss_feat: 5.971044540405273 (6.692113142747146) | > loss_mel: 14.523704528808594 (17.708463962261494) | > loss_duration: 2.267709255218506 (2.386089600049532) | > loss_1: 28.741680145263672 (32.43457691486065)  --> STEP: 14 | > loss_disc: 2.250659942626953 (2.391055073056902) | > loss_disc_real_0: 0.17045113444328308 (0.14071156776377133) | > loss_disc_real_1: 0.14167261123657227 (0.21079773881605693) | > loss_disc_real_2: 0.1938968449831009 (0.203303085906165) | > loss_disc_real_3: 0.18684539198875427 (0.23427672577755793) | > loss_disc_real_4: 0.23511624336242676 (0.2590937965682575) | > loss_disc_real_5: 0.1806778758764267 (0.21701888740062714) | > loss_0: 2.250659942626953 (2.391055073056902) | > loss_gen: 2.4530858993530273 (2.4076686927250455) | > loss_kl: 4.274385452270508 (3.3173529590879167) | > loss_feat: 7.231983184814453 (6.730675288609096) | > loss_mel: 19.050031661987305 (17.804290226527623) | > loss_duration: 2.429441213607788 (2.3891861438751216) | > loss_1: 35.438926696777344 (32.6491733278547)  --> STEP: 15 | > loss_disc: 2.5932443141937256 (2.404534355799357) | > loss_disc_real_0: 0.18494701385498047 (0.14366059750318527) | > loss_disc_real_1: 0.31843215227127075 (0.21797336637973785) | > loss_disc_real_2: 0.18802917003631592 (0.20228482484817506) | > loss_disc_real_3: 0.2607402801513672 (0.23604096273581188) | > loss_disc_real_4: 0.19626739621162415 (0.25490536987781526) | > loss_disc_real_5: 0.22720502316951752 (0.21769796311855316) | > loss_0: 2.5932443141937256 (2.404534355799357) | > loss_gen: 2.252969264984131 (2.397355397542318) | > loss_kl: 3.532071828842163 (3.3316675504048665) | > loss_feat: 7.104851245880127 (6.755620352427164) | > loss_mel: 18.189476013183594 (17.829969278971355) | > loss_duration: 2.427590847015381 (2.3917464574178053) | > loss_1: 33.5069580078125 (32.70635897318522)  --> STEP: 16 | > loss_disc: 2.491164207458496 (2.4099487215280533) | > loss_disc_real_0: 0.28046512603759766 (0.15221088053658605) | > loss_disc_real_1: 0.17911216616630554 (0.21554454136639833) | > loss_disc_real_2: 0.22596031427383423 (0.20376454293727875) | > loss_disc_real_3: 0.19180747866630554 (0.23327636998146772) | > loss_disc_real_4: 0.2725970149040222 (0.2560110976919532) | > loss_disc_real_5: 0.2133835405111313 (0.2174283117055893) | > loss_0: 2.491164207458496 (2.4099487215280533) | > loss_gen: 2.405168056488037 (2.397843688726425) | > loss_kl: 3.338796615600586 (3.332113116979599) | > loss_feat: 6.103564739227295 (6.714866876602173) | > loss_mel: 16.34967803955078 (17.73745107650757) | > loss_duration: 2.4336273670196533 (2.394364014267921) | > loss_1: 30.630836486816406 (32.57663881778717)  --> STEP: 17 | > loss_disc: 2.4913055896759033 (2.4147344196543976) | > loss_disc_real_0: 0.1432076394557953 (0.15168127812006893) | > loss_disc_real_1: 0.17037837207317352 (0.2128877078785616) | > loss_disc_real_2: 0.2251487523317337 (0.2050224376075408) | > loss_disc_real_3: 0.28873011469841003 (0.23653835496481726) | > loss_disc_real_4: 0.252839058637619 (0.2558245071593453) | > loss_disc_real_5: 0.31217285990715027 (0.2230015204233282) | > loss_0: 2.4913055896759033 (2.4147344196543976) | > loss_gen: 2.4054393768310547 (2.3982904939090504) | > loss_kl: 2.609454870223999 (3.2896038083469166) | > loss_feat: 6.338335037231445 (6.692717944874483) | > loss_mel: 17.129953384399414 (17.701715918148267) | > loss_duration: 2.505887508392334 (2.400924219804651) | > loss_1: 30.989070892333984 (32.483252469231104)  --> STEP: 18 | > loss_disc: 2.3008508682250977 (2.408407555686103) | > loss_disc_real_0: 0.16068550944328308 (0.15218151319358084) | > loss_disc_real_1: 0.1490180939435959 (0.20933939599328572) | > loss_disc_real_2: 0.1669885665178299 (0.20290944476922354) | > loss_disc_real_3: 0.2562772333621979 (0.2376349593202273) | > loss_disc_real_4: 0.25124087929725647 (0.25556986116700703) | > loss_disc_real_5: 0.268428236246109 (0.2255252268579271) | > loss_0: 2.3008508682250977 (2.408407555686103) | > loss_gen: 2.572577714920044 (2.40797311729855) | > loss_kl: 2.865623712539673 (3.2660493585798474) | > loss_feat: 7.846630573272705 (6.756824202007717) | > loss_mel: 16.32375717163086 (17.625162654452854) | > loss_duration: 2.279353618621826 (2.3941702975167165) | > loss_1: 31.887943267822266 (32.450179735819496)  --> STEP: 19 | > loss_disc: 2.5855443477630615 (2.417730544742785) | > loss_disc_real_0: 0.17781846225261688 (0.15353082630195117) | > loss_disc_real_1: 0.34686216711997986 (0.2165774365789012) | > loss_disc_real_2: 0.24453264474868774 (0.20510013950498482) | > loss_disc_real_3: 0.2756810188293457 (0.23963738350491776) | > loss_disc_real_4: 0.283169686794281 (0.2570224835684425) | > loss_disc_real_5: 0.24219347536563873 (0.2264025030951751) | > loss_0: 2.5855443477630615 (2.417730544742785) | > loss_gen: 2.6461939811706543 (2.420511057502345) | > loss_kl: 2.2964680194854736 (3.215018761785407) | > loss_feat: 7.410810470581055 (6.79124453193263) | > loss_mel: 16.363555908203125 (17.55876229938708) | > loss_duration: 2.3997907638549805 (2.39446611153452) | > loss_1: 31.1168212890625 (32.38000297546387)  --> STEP: 20 | > loss_disc: 2.3110804557800293 (2.412398040294647) | > loss_disc_real_0: 0.10903524607419968 (0.15130604729056357) | > loss_disc_real_1: 0.21813243627548218 (0.21665518656373023) | > loss_disc_real_2: 0.20158898830413818 (0.20492458194494248) | > loss_disc_real_3: 0.19188520312309265 (0.2372497744858265) | > loss_disc_real_4: 0.1956464946269989 (0.2539536841213703) | > loss_disc_real_5: 0.20394210517406464 (0.22527948319911956) | > loss_0: 2.3110804557800293 (2.412398040294647) | > loss_gen: 2.2301206588745117 (2.410991537570953) | > loss_kl: 2.0839669704437256 (3.158466172218323) | > loss_feat: 6.292708873748779 (6.766317749023438) | > loss_mel: 15.942201614379883 (17.47793426513672) | > loss_duration: 2.355757474899292 (2.3925306797027583) | > loss_1: 28.904756546020508 (32.2062406539917)  --> STEP: 21 | > loss_disc: 2.410506248474121 (2.4123079549698603) | > loss_disc_real_0: 0.1346748322248459 (0.15051408466838656) | > loss_disc_real_1: 0.22508588433265686 (0.21705664836225055) | > loss_disc_real_2: 0.21871007978916168 (0.20558103422323862) | > loss_disc_real_3: 0.22837184369564056 (0.23682701587677002) | > loss_disc_real_4: 0.2808363735675812 (0.2552338121902375) | > loss_disc_real_5: 0.22593586146831512 (0.2253107393071765) | > loss_0: 2.410506248474121 (2.4123079549698603) | > loss_gen: 2.4452216625213623 (2.412621543520973) | > loss_kl: 2.672959327697754 (3.1353467986697243) | > loss_feat: 6.335592746734619 (6.745807034628732) | > loss_mel: 17.037508010864258 (17.456961586361842) | > loss_duration: 2.2124085426330566 (2.3839534350803917) | > loss_1: 30.703689575195312 (32.134690602620445)  --> STEP: 22 | > loss_disc: 2.4646658897399902 (2.4146878610957754) | > loss_disc_real_0: 0.13208600878715515 (0.1496764448556033) | > loss_disc_real_1: 0.23863744735717773 (0.21803759377111087) | > loss_disc_real_2: 0.15984982252120972 (0.2035023427822373) | > loss_disc_real_3: 0.17021913826465607 (0.2337993850762194) | > loss_disc_real_4: 0.24479825794696808 (0.25475946881554346) | > loss_disc_real_5: 0.24011096358299255 (0.22598347677425903) | > loss_0: 2.4646658897399902 (2.4146878610957754) | > loss_gen: 2.195970058441162 (2.4027737487446177) | > loss_kl: 2.3628578186035156 (3.1002336632121694) | > loss_feat: 9.244181632995605 (6.859369516372681) | > loss_mel: 18.83835220336914 (17.519752068953082) | > loss_duration: 2.215294361114502 (2.376287113536488) | > loss_1: 34.85665512084961 (32.25841626253995)  --> STEP: 23 | > loss_disc: 2.500574827194214 (2.4184220770130986) | > loss_disc_real_0: 0.19166256487369537 (0.1515019283346508) | > loss_disc_real_1: 0.17978261411190033 (0.21637433378592782) | > loss_disc_real_2: 0.21520009636878967 (0.20401094076426132) | > loss_disc_real_3: 0.26326611638069153 (0.2350805473068486) | > loss_disc_real_4: 0.3043164610862732 (0.25691412065340125) | > loss_disc_real_5: 0.33080005645751953 (0.2305407193691834) | > loss_0: 2.500574827194214 (2.4184220770130986) | > loss_gen: 2.565599203109741 (2.40985311632571) | > loss_kl: 2.6021933555603027 (3.078579736792523) | > loss_feat: 5.965351104736328 (6.820499150649361) | > loss_mel: 16.854097366333008 (17.49081056014351) | > loss_duration: 2.2805917263031006 (2.372126444526341) | > loss_1: 30.267833709716797 (32.1718691950259)  --> STEP: 24 | > loss_disc: 2.429737091064453 (2.4188935359319053) | > loss_disc_real_0: 0.1295611560344696 (0.1505877294888099) | > loss_disc_real_1: 0.16661041975021362 (0.21430083736777306) | > loss_disc_real_2: 0.2632242441177368 (0.2064781617373228) | > loss_disc_real_3: 0.23146867752075195 (0.23493005273242792) | > loss_disc_real_4: 0.26715511083602905 (0.2573408285776774) | > loss_disc_real_5: 0.2578950524330139 (0.231680483246843) | > loss_0: 2.429737091064453 (2.4188935359319053) | > loss_gen: 2.334949254989624 (2.406732122103373) | > loss_kl: 2.60077166557312 (3.058671067158381) | > loss_feat: 4.91699743270874 (6.7411865790685015) | > loss_mel: 16.859132766723633 (17.46449065208435) | > loss_duration: 2.4113495349884033 (2.37376073996226) | > loss_1: 29.123201370239258 (32.044841368993126)  --> STEP: 25 | > loss_disc: 2.400510787963867 (2.4181582260131838) | > loss_disc_real_0: 0.17498499155044556 (0.15156361997127532) | > loss_disc_real_1: 0.2229752540588379 (0.21464781403541566) | > loss_disc_real_2: 0.25219640135765076 (0.20830689132213592) | > loss_disc_real_3: 0.2600835859775543 (0.23593619406223298) | > loss_disc_real_4: 0.27407312393188477 (0.2580101203918457) | > loss_disc_real_5: 0.24878902733325958 (0.23236482501029967) | > loss_0: 2.400510787963867 (2.4181582260131838) | > loss_gen: 2.641829490661621 (2.4161360168457033) | > loss_kl: 2.8257222175598145 (3.0493531131744387) | > loss_feat: 6.222618579864502 (6.7204438591003415) | > loss_mel: 14.634267807006836 (17.35128173828125) | > loss_duration: 2.426112651824951 (2.3758548164367674) | > loss_1: 28.750553131103516 (31.91306983947754)  --> STEP: 26 | > loss_disc: 3.0298867225646973 (2.441686245111319) | > loss_disc_real_0: 0.1998455971479416 (0.1534206190934548) | > loss_disc_real_1: 0.16301335394382477 (0.21266187326266214) | > loss_disc_real_2: 0.2854476273059845 (0.2112738427061301) | > loss_disc_real_3: 0.1937694251537323 (0.23431439525805986) | > loss_disc_real_4: 0.33992892503738403 (0.2611608436474433) | > loss_disc_real_5: 0.558419942855835 (0.2449054064658972) | > loss_0: 3.0298867225646973 (2.441686245111319) | > loss_gen: 1.954555630683899 (2.3983829250702495) | > loss_kl: 2.591649293899536 (3.031749120125404) | > loss_feat: 6.771052360534668 (6.722390339924739) | > loss_mel: 8.978760719299316 (17.029261699089638) | > loss_duration: 2.333986282348633 (2.3742444882026086) | > loss_1: 22.630002975463867 (31.556028806246243) --> EVAL PERFORMANCE | > avg_loader_time: 0.002631095739511343 (+7.070944859431357e-05) | > avg_loss_disc: 2.441686245111319 (-0.015780632312480947) | > avg_loss_disc_real_0: 0.1534206190934548 (+0.002720425908382118) | > avg_loss_disc_real_1: 0.21266187326266214 (+0.03081327275587961) | > avg_loss_disc_real_2: 0.2112738427061301 (+0.01482366283352557) | > avg_loss_disc_real_3: 0.23431439525805986 (-0.021970187242214445) | > avg_loss_disc_real_4: 0.2611608436474433 (+0.03298277866381863) | > avg_loss_disc_real_5: 0.2449054064658972 (+0.013754811997597038) | > avg_loss_0: 2.441686245111319 (-0.015780632312480947) | > avg_loss_gen: 2.3983829250702495 (+0.12723909891568752) | > avg_loss_kl: 3.031749120125404 (-0.0644480631901665) | > avg_loss_feat: 6.722390339924739 (-0.2762392667623663) | > avg_loss_mel: 17.029261699089638 (+0.008471122154826816) | > avg_loss_duration: 2.3742444882026086 (+0.014127263656029676) | > avg_loss_1: 31.556028806246243 (-0.1908491574800948)  > EPOCH: 806/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:54:13)   --> TIME: 2024-06-12 02:54:22 -- STEP: 19/330 -- GLOBAL_STEP: 354000 | > loss_disc: 2.2813663482666016 (2.355601586793598) | > loss_disc_real_0: 0.1016836017370224 (0.11069573814931669) | > loss_disc_real_1: 0.17235396802425385 (0.19476541876792908) | > loss_disc_real_2: 0.1649664342403412 (0.21102760104756607) | > loss_disc_real_3: 0.22641417384147644 (0.2347941390777889) | > loss_disc_real_4: 0.24351589381694794 (0.23474300456674477) | > loss_disc_real_5: 0.22734837234020233 (0.2302545638460862) | > loss_0: 2.2813663482666016 (2.355601586793598) | > grad_norm_0: tensor(12.7238, device='cuda:0') (tensor(13.5933, device='cuda:0')) | > loss_gen: 2.509258270263672 (2.4631605273798893) | > loss_kl: 2.104604959487915 (1.9532787862576937) | > loss_feat: 7.580304145812988 (6.643123350645366) | > loss_mel: 17.053478240966797 (17.39080539502596) | > loss_duration: 1.9757755994796753 (2.0488175781149613) | > loss_1: 31.223421096801758 (30.49918576290733) | > grad_norm_1: tensor(122.7777, device='cuda:0') (tensor(134.5193, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3448 (0.36762297780890213) | > loader_time: 0.0031 (0.0033815283524362663) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_354000.pth  --> TIME: 2024-06-12 02:54:36 -- STEP: 44/330 -- GLOBAL_STEP: 354025 | > loss_disc: 2.3708577156066895 (2.336037950082259) | > loss_disc_real_0: 0.10870255529880524 (0.10659388639032841) | > loss_disc_real_1: 0.18570338189601898 (0.19305500083348967) | > loss_disc_real_2: 0.22827298939228058 (0.2112549174238335) | > loss_disc_real_3: 0.2500261962413788 (0.22889708592133087) | > loss_disc_real_4: 0.22389771044254303 (0.23045301335779103) | > loss_disc_real_5: 0.2375493049621582 (0.22517597675323486) | > loss_0: 2.3708577156066895 (2.336037950082259) | > grad_norm_0: tensor(4.9867, device='cuda:0') (tensor(11.8702, device='cuda:0')) | > loss_gen: 2.5262439250946045 (2.4946641380136665) | > loss_kl: 1.9832100868225098 (1.957957156679847) | > loss_feat: 7.809758186340332 (6.907230745662343) | > loss_mel: 17.671112060546875 (17.35121822357178) | > loss_duration: 1.9340835809707642 (2.0000283799388185) | > loss_1: 31.924407958984375 (30.711098540912975) | > grad_norm_1: tensor(102.5483, device='cuda:0') (tensor(146.8175, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3694 (0.374144890091636) | > loader_time: 0.004 (0.003526118668642911)  --> TIME: 2024-06-12 02:54:46 -- STEP: 69/330 -- GLOBAL_STEP: 354050 | > loss_disc: 2.348250389099121 (2.3494177555692373) | > loss_disc_real_0: 0.10237404704093933 (0.10794690272946289) | > loss_disc_real_1: 0.21429477632045746 (0.19458637548529584) | > loss_disc_real_2: 0.20753496885299683 (0.21173953513304392) | > loss_disc_real_3: 0.2570658028125763 (0.22854424559551736) | > loss_disc_real_4: 0.20983299612998962 (0.2311013336630835) | > loss_disc_real_5: 0.23286105692386627 (0.2242508556531823) | > loss_0: 2.348250389099121 (2.3494177555692373) | > grad_norm_0: tensor(6.1414, device='cuda:0') (tensor(10.3539, device='cuda:0')) | > loss_gen: 2.4845457077026367 (2.478072080059328) | > loss_kl: 1.77340829372406 (1.9668233135472173) | > loss_feat: 6.871005058288574 (6.942131249800973) | > loss_mel: 17.15360450744629 (17.307321189106375) | > loss_duration: 1.9145320653915405 (1.9872983728629952) | > loss_1: 30.197093963623047 (30.681646181189496) | > grad_norm_1: tensor(153.2574, device='cuda:0') (tensor(126.3208, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3683 (0.37330770838087884) | > loader_time: 0.0036 (0.00360403199126755)  --> TIME: 2024-06-12 02:54:55 -- STEP: 94/330 -- GLOBAL_STEP: 354075 | > loss_disc: 2.276751756668091 (2.350977907789515) | > loss_disc_real_0: 0.0985414981842041 (0.10993485533176585) | > loss_disc_real_1: 0.22866974771022797 (0.1962100708104195) | > loss_disc_real_2: 0.18277128040790558 (0.209981750934682) | > loss_disc_real_3: 0.23025618493556976 (0.22801456315086244) | > loss_disc_real_4: 0.24075376987457275 (0.23213722667795547) | > loss_disc_real_5: 0.22644388675689697 (0.2228233941057895) | > loss_0: 2.276751756668091 (2.350977907789515) | > grad_norm_0: tensor(10.6572, device='cuda:0') (tensor(10.1016, device='cuda:0')) | > loss_gen: 2.6298978328704834 (2.4773201029351424) | > loss_kl: 2.0764975547790527 (1.9743660384036126) | > loss_feat: 7.460072994232178 (6.93275568333078) | > loss_mel: 18.19650650024414 (17.273133724293807) | > loss_duration: 2.0069665908813477 (1.985401371692089) | > loss_1: 32.36994171142578 (30.642976781155202) | > grad_norm_1: tensor(160.7232, device='cuda:0') (tensor(123.7913, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3602 (0.3728635640854531) | > loader_time: 0.0037 (0.0036693507052482444)  --> TIME: 2024-06-12 02:55:05 -- STEP: 119/330 -- GLOBAL_STEP: 354100 | > loss_disc: 2.406810760498047 (2.344627895275085) | > loss_disc_real_0: 0.12435363978147507 (0.10985582459624074) | > loss_disc_real_1: 0.1939561814069748 (0.1945517700509865) | > loss_disc_real_2: 0.2495165467262268 (0.2095580911185561) | > loss_disc_real_3: 0.2458265721797943 (0.2281032133252681) | > loss_disc_real_4: 0.23836961388587952 (0.2318186896438358) | > loss_disc_real_5: 0.2516675591468811 (0.22308340994249873) | > loss_0: 2.406810760498047 (2.344627895275085) | > grad_norm_0: tensor(13.8236, device='cuda:0') (tensor(10.5594, device='cuda:0')) | > loss_gen: 2.4917027950286865 (2.4830481465123286) | > loss_kl: 2.025247097015381 (1.9837366753265637) | > loss_feat: 6.614025592803955 (6.976644892652495) | > loss_mel: 16.1611385345459 (17.242090064938335) | > loss_duration: 1.977860927581787 (1.9873332867101459) | > loss_1: 29.269975662231445 (30.67285300503258) | > grad_norm_1: tensor(243.8299, device='cuda:0') (tensor(133.8698, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3855 (0.3735458690579198) | > loader_time: 0.004 (0.0037690631481779725)  --> TIME: 2024-06-12 02:55:14 -- STEP: 144/330 -- GLOBAL_STEP: 354125 | > loss_disc: 2.3258676528930664 (2.35070783727699) | > loss_disc_real_0: 0.13067284226417542 (0.1116845703476833) | > loss_disc_real_1: 0.193878173828125 (0.19465377802650133) | > loss_disc_real_2: 0.19026723504066467 (0.21097265504714516) | > loss_disc_real_3: 0.20998430252075195 (0.2285485424929195) | > loss_disc_real_4: 0.21702420711517334 (0.2314891434378094) | > loss_disc_real_5: 0.2433675229549408 (0.22245339894046387) | > loss_0: 2.3258676528930664 (2.35070783727699) | > grad_norm_0: tensor(16.3940, device='cuda:0') (tensor(10.7396, device='cuda:0')) | > loss_gen: 2.4182581901550293 (2.478976738121775) | > loss_kl: 1.9480319023132324 (1.9867817676729627) | > loss_feat: 8.119982719421387 (6.975841131475237) | > loss_mel: 17.129987716674805 (17.230427609549647) | > loss_duration: 1.986872673034668 (1.9923830189638667) | > loss_1: 31.603134155273438 (30.66441019376119) | > grad_norm_1: tensor(293.7109, device='cuda:0') (tensor(137.7219, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3894 (0.3738410903347863) | > loader_time: 0.004 (0.0038725468847486707)  --> TIME: 2024-06-12 02:55:24 -- STEP: 169/330 -- GLOBAL_STEP: 354150 | > loss_disc: 2.386044502258301 (2.3575309169363) | > loss_disc_real_0: 0.06973710656166077 (0.11231799943912664) | > loss_disc_real_1: 0.19520102441310883 (0.19488346409162827) | > loss_disc_real_2: 0.2487008422613144 (0.212008778424658) | > loss_disc_real_3: 0.20382916927337646 (0.22895294013460712) | > loss_disc_real_4: 0.23572547733783722 (0.23236673876378663) | > loss_disc_real_5: 0.22634807229042053 (0.22230925935612628) | > loss_0: 2.386044502258301 (2.3575309169363) | > grad_norm_0: tensor(13.0441, device='cuda:0') (tensor(12.3322, device='cuda:0')) | > loss_gen: 2.6188061237335205 (2.479319219758525) | > loss_kl: 2.1832871437072754 (1.9943596258671326) | > loss_feat: 7.581221580505371 (6.970662021072658) | > loss_mel: 17.302854537963867 (17.21487173949474) | > loss_duration: 2.034897565841675 (1.9982408821230104) | > loss_1: 31.721067428588867 (30.65745344669861) | > grad_norm_1: tensor(320.6241, device='cuda:0') (tensor(158.3004, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3999 (0.3761319197141206) | > loader_time: 0.0044 (0.003967323246792223)  --> TIME: 2024-06-12 02:55:35 -- STEP: 194/330 -- GLOBAL_STEP: 354175 | > loss_disc: 2.4704017639160156 (2.3556823275752907) | > loss_disc_real_0: 0.18480247259140015 (0.11399467320171829) | > loss_disc_real_1: 0.23146650195121765 (0.1953779070340481) | > loss_disc_real_2: 0.19560031592845917 (0.21106458877779774) | > loss_disc_real_3: 0.24915482103824615 (0.22904086719775937) | > loss_disc_real_4: 0.22109143435955048 (0.23174490733552225) | > loss_disc_real_5: 0.21856318414211273 (0.22156176078565343) | > loss_0: 2.4704017639160156 (2.3556823275752907) | > grad_norm_0: tensor(33.1987, device='cuda:0') (tensor(14.8193, device='cuda:0')) | > loss_gen: 2.354802131652832 (2.4873338372436997) | > loss_kl: 2.075169801712036 (1.9977681446321232) | > loss_feat: 6.477245807647705 (6.984009848427527) | > loss_mel: 16.71328353881836 (17.18509411074452) | > loss_duration: 2.031160831451416 (2.006395068979755) | > loss_1: 29.651662826538086 (30.66060096701396) | > grad_norm_1: tensor(127.6979, device='cuda:0') (tensor(183.5473, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.3951 (0.3789464579415074) | > loader_time: 0.0049 (0.00409741499989303)  --> TIME: 2024-06-12 02:55:45 -- STEP: 219/330 -- GLOBAL_STEP: 354200 | > loss_disc: 2.250168561935425 (2.3592193583919587) | > loss_disc_real_0: 0.1456241011619568 (0.11563878309100731) | > loss_disc_real_1: 0.21308420598506927 (0.19545106331235199) | > loss_disc_real_2: 0.21008546650409698 (0.2109594186555305) | > loss_disc_real_3: 0.20018424093723297 (0.2296666413817776) | > loss_disc_real_4: 0.2085305005311966 (0.2319150725592217) | > loss_disc_real_5: 0.22648511826992035 (0.22100815176963806) | > loss_0: 2.250168561935425 (2.3592193583919587) | > grad_norm_0: tensor(52.7899, device='cuda:0') (tensor(17.0528, device='cuda:0')) | > loss_gen: 2.5852534770965576 (2.490673007486074) | > loss_kl: 2.1322288513183594 (2.0043404641216744) | > loss_feat: 8.63866901397705 (6.99608823480127) | > loss_mel: 17.50579071044922 (17.16895004603417) | > loss_duration: 2.0990915298461914 (2.0145048441952222) | > loss_1: 32.96103286743164 (30.674556584118708) | > grad_norm_1: tensor(541.9274, device='cuda:0') (tensor(209.5583, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.4048 (0.3818696895146477) | > loader_time: 0.0065 (0.004226497319191013)  --> TIME: 2024-06-12 02:55:56 -- STEP: 244/330 -- GLOBAL_STEP: 354225 | > loss_disc: 2.288008213043213 (2.3591080092992947) | > loss_disc_real_0: 0.11164791882038116 (0.11640608255736164) | > loss_disc_real_1: 0.1731707900762558 (0.19510730038412283) | > loss_disc_real_2: 0.2001139223575592 (0.2110291058655645) | > loss_disc_real_3: 0.21330459415912628 (0.22954304827774158) | > loss_disc_real_4: 0.2116095870733261 (0.2315999478956715) | > loss_disc_real_5: 0.20012177526950836 (0.22110624269383852) | > loss_0: 2.288008213043213 (2.3591080092992947) | > grad_norm_0: tensor(38.7714, device='cuda:0') (tensor(19.1320, device='cuda:0')) | > loss_gen: 2.6399223804473877 (2.4943256729938947) | > loss_kl: 1.9874770641326904 (2.0084594331803873) | > loss_feat: 6.681751251220703 (7.005161940074358) | > loss_mel: 16.500057220458984 (17.147066870673758) | > loss_duration: 2.0387134552001953 (2.023414641130168) | > loss_1: 29.84792137145996 (30.678428501379294) | > grad_norm_1: tensor(390.2095, device='cuda:0') (tensor(232.0325, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.4494 (0.38565451493028724) | > loader_time: 0.0059 (0.004348423637327601)  --> TIME: 2024-06-12 02:56:07 -- STEP: 269/330 -- GLOBAL_STEP: 354250 | > loss_disc: 2.4847679138183594 (2.365994643987777) | > loss_disc_real_0: 0.14725765585899353 (0.11771240971677809) | > loss_disc_real_1: 0.23001140356063843 (0.19637788062202) | > loss_disc_real_2: 0.23576554656028748 (0.21179267165829258) | > loss_disc_real_3: 0.21528927981853485 (0.23028755420645813) | > loss_disc_real_4: 0.21200990676879883 (0.23191848585596758) | > loss_disc_real_5: 0.2084738165140152 (0.2211462171215107) | > loss_0: 2.4847679138183594 (2.365994643987777) | > grad_norm_0: tensor(32.5837, device='cuda:0') (tensor(20.1819, device='cuda:0')) | > loss_gen: 2.302051544189453 (2.4888668849122575) | > loss_kl: 2.1418774127960205 (2.0130199530753954) | > loss_feat: 6.092617511749268 (6.995789091826372) | > loss_mel: 16.946788787841797 (17.117991674345223) | > loss_duration: 2.141270399093628 (2.0320163101068673) | > loss_1: 29.624605178833008 (30.647683863303033) | > grad_norm_1: tensor(161.7394, device='cuda:0') (tensor(246.4587, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.449 (0.3902348204616276) | > loader_time: 0.0058 (0.004493083209353308)  --> TIME: 2024-06-12 02:56:18 -- STEP: 294/330 -- GLOBAL_STEP: 354275 | > loss_disc: 2.2916362285614014 (2.3670021214452737) | > loss_disc_real_0: 0.0958826094865799 (0.1186121324850183) | > loss_disc_real_1: 0.161691352725029 (0.19630544379252154) | > loss_disc_real_2: 0.22457583248615265 (0.21128943628397115) | > loss_disc_real_3: 0.22505809366703033 (0.23042493283140417) | > loss_disc_real_4: 0.22644025087356567 (0.2315377149553526) | > loss_disc_real_5: 0.16951735317707062 (0.22076344196082784) | > loss_0: 2.2916362285614014 (2.3670021214452737) | > grad_norm_0: tensor(35.7843, device='cuda:0') (tensor(21.7365, device='cuda:0')) | > loss_gen: 2.5929908752441406 (2.487805207570396) | > loss_kl: 2.025883913040161 (2.0162528522160597) | > loss_feat: 8.176618576049805 (7.010847296033587) | > loss_mel: 17.66529083251953 (17.07047553613883) | > loss_duration: 2.183332920074463 (2.0423238366639542) | > loss_1: 32.64411926269531 (30.627704711187455) | > grad_norm_1: tensor(706.1581, device='cuda:0') (tensor(271.2597, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.4558 (0.3955960849515434) | > loader_time: 0.0072 (0.004629277858604379)  --> TIME: 2024-06-12 02:56:31 -- STEP: 319/330 -- GLOBAL_STEP: 354300 | > loss_disc: 2.304307460784912 (2.37205987290529) | > loss_disc_real_0: 0.16459089517593384 (0.12031980706699963) | > loss_disc_real_1: 0.22690492868423462 (0.19694273743696722) | > loss_disc_real_2: 0.2040615677833557 (0.2116993877301022) | > loss_disc_real_3: 0.26518353819847107 (0.23043280073841538) | > loss_disc_real_4: 0.26622238755226135 (0.23208323877806947) | > loss_disc_real_5: 0.2169223427772522 (0.220948723696616) | > loss_0: 2.304307460784912 (2.37205987290529) | > grad_norm_0: tensor(16.9615, device='cuda:0') (tensor(22.6492, device='cuda:0')) | > loss_gen: 2.6540043354034424 (2.483726976059822) | > loss_kl: 2.1165659427642822 (2.021529725352799) | > loss_feat: 8.48156452178955 (7.008446923617659) | > loss_mel: 17.314434051513672 (17.01775461155045) | > loss_duration: 2.2384603023529053 (2.0564456942686844) | > loss_1: 32.80502700805664 (30.58790389273234) | > grad_norm_1: tensor(184.0024, device='cuda:0') (tensor(283.0994, device='cuda:0')) | > current_lr_0: 0.00018083067011225414 | > current_lr_1: 0.00018083067011225414 | > step_time: 0.5418 (0.40443479005819577) | > loader_time: 0.0085 (0.004820043390447442)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.493196964263916 (2.493196964263916) | > loss_disc_real_0: 0.16254669427871704 (0.16254669427871704) | > loss_disc_real_1: 0.22294288873672485 (0.22294288873672485) | > loss_disc_real_2: 0.1825917661190033 (0.1825917661190033) | > loss_disc_real_3: 0.26897862553596497 (0.26897862553596497) | > loss_disc_real_4: 0.3208796977996826 (0.3208796977996826) | > loss_disc_real_5: 0.26124152541160583 (0.26124152541160583) | > loss_0: 2.493196964263916 (2.493196964263916) | > loss_gen: 2.4502105712890625 (2.4502105712890625) | > loss_kl: 2.6946754455566406 (2.6946754455566406) | > loss_feat: 8.24171257019043 (8.24171257019043) | > loss_mel: 18.854759216308594 (18.854759216308594) | > loss_duration: 3.063481330871582 (3.063481330871582) | > loss_1: 35.30483627319336 (35.30483627319336)  --> STEP: 1 | > loss_disc: 2.172046661376953 (2.172046661376953) | > loss_disc_real_0: 0.10549686849117279 (0.10549686849117279) | > loss_disc_real_1: 0.21701401472091675 (0.21701401472091675) | > loss_disc_real_2: 0.17486321926116943 (0.17486321926116943) | > loss_disc_real_3: 0.20952190458774567 (0.20952190458774567) | > loss_disc_real_4: 0.25013917684555054 (0.25013917684555054) | > loss_disc_real_5: 0.19757677614688873 (0.19757677614688873) | > loss_0: 2.172046661376953 (2.172046661376953) | > loss_gen: 2.571917772293091 (2.571917772293091) | > loss_kl: 3.9387974739074707 (3.9387974739074707) | > loss_feat: 7.818166732788086 (7.818166732788086) | > loss_mel: 18.685039520263672 (18.685039520263672) | > loss_duration: 2.4815828800201416 (2.4815828800201416) | > loss_1: 35.49550247192383 (35.49550247192383)  --> STEP: 2 | > loss_disc: 2.41129469871521 (2.2916706800460815) | > loss_disc_real_0: 0.13380490243434906 (0.11965088546276093) | > loss_disc_real_1: 0.2255357950925827 (0.22127490490674973) | > loss_disc_real_2: 0.1417691558599472 (0.15831618756055832) | > loss_disc_real_3: 0.21521607041358948 (0.21236898750066757) | > loss_disc_real_4: 0.311747282743454 (0.28094322979450226) | > loss_disc_real_5: 0.2656337022781372 (0.23160523921251297) | > loss_0: 2.41129469871521 (2.2916706800460815) | > loss_gen: 2.3105039596557617 (2.4412108659744263) | > loss_kl: 2.843996047973633 (3.3913967609405518) | > loss_feat: 5.522940158843994 (6.67055344581604) | > loss_mel: 18.02562713623047 (18.35533332824707) | > loss_duration: 2.505967140197754 (2.4937750101089478) | > loss_1: 31.209033966064453 (33.35226821899414)  --> STEP: 3 | > loss_disc: 2.43359637260437 (2.3389792442321777) | > loss_disc_real_0: 0.1483309268951416 (0.12921089927355447) | > loss_disc_real_1: 0.2729252874851227 (0.2384916990995407) | > loss_disc_real_2: 0.23524083197116852 (0.18395773569742838) | > loss_disc_real_3: 0.23120121657848358 (0.21864639719327292) | > loss_disc_real_4: 0.23442789912223816 (0.26543811957041424) | > loss_disc_real_5: 0.20756959915161133 (0.22359335919221243) | > loss_0: 2.43359637260437 (2.3389792442321777) | > loss_gen: 2.3809549808502197 (2.421125570933024) | > loss_kl: 3.8739113807678223 (3.552234967549642) | > loss_feat: 5.944697380065918 (6.428601423899333) | > loss_mel: 15.58700180053711 (17.43255615234375) | > loss_duration: 2.4453463554382324 (2.4776321252187095) | > loss_1: 30.23191261291504 (32.31214968363444)  --> STEP: 4 | > loss_disc: 2.1780812740325928 (2.2987547516822815) | > loss_disc_real_0: 0.21218997240066528 (0.14995566755533218) | > loss_disc_real_1: 0.20562563836574554 (0.23027518391609192) | > loss_disc_real_2: 0.1430760622024536 (0.1737373173236847) | > loss_disc_real_3: 0.17203176021575928 (0.2069927379488945) | > loss_disc_real_4: 0.16630250215530396 (0.24065421521663666) | > loss_disc_real_5: 0.15957367420196533 (0.20758843794465065) | > loss_0: 2.1780812740325928 (2.2987547516822815) | > loss_gen: 2.5099987983703613 (2.4433438777923584) | > loss_kl: 3.6308047771453857 (3.571877419948578) | > loss_feat: 9.530403137207031 (7.204051852226257) | > loss_mel: 19.072265625 (17.842483520507812) | > loss_duration: 2.3993639945983887 (2.458065092563629) | > loss_1: 37.14283752441406 (33.519821643829346)  --> STEP: 5 | > loss_disc: 2.7477316856384277 (2.388550138473511) | > loss_disc_real_0: 0.2800906002521515 (0.17598265409469604) | > loss_disc_real_1: 0.3355989158153534 (0.2513399302959442) | > loss_disc_real_2: 0.24909424781799316 (0.18880870342254638) | > loss_disc_real_3: 0.26261430978775024 (0.21811705231666564) | > loss_disc_real_4: 0.26412513852119446 (0.24534839987754822) | > loss_disc_real_5: 0.24965083599090576 (0.21600091755390166) | > loss_0: 2.7477316856384277 (2.388550138473511) | > loss_gen: 2.3972818851470947 (2.4341314792633058) | > loss_kl: 2.38887619972229 (3.3352771759033204) | > loss_feat: 4.280574321746826 (6.619356346130371) | > loss_mel: 17.90208625793457 (17.854404067993165) | > loss_duration: 2.4153711795806885 (2.449526309967041) | > loss_1: 29.38418960571289 (32.692695236206056)  --> STEP: 6 | > loss_disc: 2.4785525798797607 (2.4035505453745523) | > loss_disc_real_0: 0.114462710916996 (0.16572933023174605) | > loss_disc_real_1: 0.2571351230144501 (0.2523057957490285) | > loss_disc_real_2: 0.23639975488185883 (0.1967405453324318) | > loss_disc_real_3: 0.28012144565582275 (0.22845111787319183) | > loss_disc_real_4: 0.27158835530281067 (0.24972172578175864) | > loss_disc_real_5: 0.28420713543891907 (0.22736862053473791) | > loss_0: 2.4785525798797607 (2.4035505453745523) | > loss_gen: 2.5607924461364746 (2.455241640408834) | > loss_kl: 2.6055221557617188 (3.2136513392130532) | > loss_feat: 7.0387725830078125 (6.689259052276611) | > loss_mel: 18.619937896728516 (17.981993039449055) | > loss_duration: 2.2441697120666504 (2.415300210316976) | > loss_1: 33.06919479370117 (32.75544516245524)  --> STEP: 7 | > loss_disc: 2.278073310852051 (2.3856252261570523) | > loss_disc_real_0: 0.17576783895492554 (0.16716340290648596) | > loss_disc_real_1: 0.252634733915329 (0.2523527869156429) | > loss_disc_real_2: 0.18572555482387543 (0.19516697525978088) | > loss_disc_real_3: 0.2695263624191284 (0.23431900995118277) | > loss_disc_real_4: 0.27724865078926086 (0.25365414363997324) | > loss_disc_real_5: 0.2167811244726181 (0.22585612109729222) | > loss_0: 2.278073310852051 (2.3856252261570523) | > loss_gen: 2.741832733154297 (2.496183225086757) | > loss_kl: 4.1688690185546875 (3.3501110076904297) | > loss_feat: 5.9979424476623535 (6.590499537331717) | > loss_mel: 17.54832649230957 (17.920040675571986) | > loss_duration: 2.5985748767852783 (2.4414823055267334) | > loss_1: 33.055545806884766 (32.79831668308803)  --> STEP: 8 | > loss_disc: 2.4941189289093018 (2.3991869390010834) | > loss_disc_real_0: 0.2475164383649826 (0.17720753233879805) | > loss_disc_real_1: 0.2598230540752411 (0.25328657031059265) | > loss_disc_real_2: 0.18478043377399445 (0.19386865757405758) | > loss_disc_real_3: 0.28289860486984253 (0.24039145931601524) | > loss_disc_real_4: 0.23144526779651642 (0.25087803415954113) | > loss_disc_real_5: 0.2411978542804718 (0.22777383774518967) | > loss_0: 2.4941189289093018 (2.3991869390010834) | > loss_gen: 2.4504635334014893 (2.4904682636260986) | > loss_kl: 3.466876268386841 (3.364706665277481) | > loss_feat: 5.770068168640137 (6.48794561624527) | > loss_mel: 14.521486282348633 (17.495221376419067) | > loss_duration: 2.182982921600342 (2.4091698825359344) | > loss_1: 28.391878128051758 (32.247511863708496)  --> STEP: 9 | > loss_disc: 2.6587319374084473 (2.4280252721574573) | > loss_disc_real_0: 0.27705979347229004 (0.18830222802029717) | > loss_disc_real_1: 0.27781400084495544 (0.25601184036996627) | > loss_disc_real_2: 0.23589950799942017 (0.19853875206576455) | > loss_disc_real_3: 0.3360137641429901 (0.25101615985234577) | > loss_disc_real_4: 0.2527961730957031 (0.2510911607080036) | > loss_disc_real_5: 0.32797855138778687 (0.23890769481658936) | > loss_0: 2.6587319374084473 (2.4280252721574573) | > loss_gen: 2.76419997215271 (2.520882897906833) | > loss_kl: 2.854032278060913 (3.3079650666978626) | > loss_feat: 7.821233749389648 (6.636088742150201) | > loss_mel: 18.192689895629883 (17.572717878553604) | > loss_duration: 2.1586761474609375 (2.3813372453053794) | > loss_1: 33.79083251953125 (32.41899193657769)  --> STEP: 10 | > loss_disc: 2.3549387454986572 (2.4207166194915772) | > loss_disc_real_0: 0.09412578493356705 (0.17888458371162413) | > loss_disc_real_1: 0.19343602657318115 (0.24975425899028778) | > loss_disc_real_2: 0.14644356071949005 (0.19332923293113707) | > loss_disc_real_3: 0.2293577939271927 (0.24885032325983047) | > loss_disc_real_4: 0.2660808563232422 (0.2525901302695274) | > loss_disc_real_5: 0.2515319585800171 (0.24017012119293213) | > loss_0: 2.3549387454986572 (2.4207166194915772) | > loss_gen: 2.436387777328491 (2.512433385848999) | > loss_kl: 3.077054500579834 (3.2848740100860594) | > loss_feat: 6.789829730987549 (6.651462841033935) | > loss_mel: 18.868141174316406 (17.702260208129882) | > loss_duration: 2.3512749671936035 (2.378331017494202) | > loss_1: 33.52268981933594 (32.529361724853516)  --> STEP: 11 | > loss_disc: 2.596086025238037 (2.4366592927412554) | > loss_disc_real_0: 0.19240552186965942 (0.18011375990780917) | > loss_disc_real_1: 0.25040045380592346 (0.24981300397352738) | > loss_disc_real_2: 0.1765577644109726 (0.19180455397475848) | > loss_disc_real_3: 0.2943311929702759 (0.25298494777896186) | > loss_disc_real_4: 0.2797253727912903 (0.2550569704987786) | > loss_disc_real_5: 0.2767225205898285 (0.24349306659265) | > loss_0: 2.596086025238037 (2.4366592927412554) | > loss_gen: 2.5608651638031006 (2.5168362747539175) | > loss_kl: 3.523020029067993 (3.306523648175326) | > loss_feat: 5.811150550842285 (6.575070814652876) | > loss_mel: 17.251935958862305 (17.66132164001465) | > loss_duration: 2.557533025741577 (2.394622109153054) | > loss_1: 31.704504013061523 (32.454374660145156)  --> STEP: 12 | > loss_disc: 2.5274527072906494 (2.4442254106203714) | > loss_disc_real_0: 0.17885738611221313 (0.1800090620915095) | > loss_disc_real_1: 0.25153738260269165 (0.24995670219262442) | > loss_disc_real_2: 0.22689369320869446 (0.19472864891091982) | > loss_disc_real_3: 0.24233293533325195 (0.2520972800751527) | > loss_disc_real_4: 0.24895544350147247 (0.25454850991566974) | > loss_disc_real_5: 0.2280239760875702 (0.24220397571722665) | > loss_0: 2.5274527072906494 (2.4442254106203714) | > loss_gen: 2.4187421798706055 (2.508661766846975) | > loss_kl: 2.916149616241455 (3.2739924788475037) | > loss_feat: 5.917997360229492 (6.520314693450928) | > loss_mel: 17.169904708862305 (17.620370229085285) | > loss_duration: 2.2584567070007324 (2.3832749923070273) | > loss_1: 30.681251525878906 (32.306614398956306)  --> STEP: 13 | > loss_disc: 2.2395236492156982 (2.4284791212815504) | > loss_disc_real_0: 0.12551161646842957 (0.17581695088973412) | > loss_disc_real_1: 0.1502009481191635 (0.24228318264851204) | > loss_disc_real_2: 0.20038484036922455 (0.19516374056155866) | > loss_disc_real_3: 0.29137343168258667 (0.2551185225064938) | > loss_disc_real_4: 0.20604783296585083 (0.2508176886118375) | > loss_disc_real_5: 0.24349325895309448 (0.24230315135075495) | > loss_0: 2.2395236492156982 (2.4284791212815504) | > loss_gen: 2.6914539337158203 (2.522722702759963) | > loss_kl: 3.296663284301758 (3.275736386959369) | > loss_feat: 8.230247497558594 (6.6518479860745945) | > loss_mel: 17.27566146850586 (17.593854170579178) | > loss_duration: 2.2898292541503906 (2.3760868586026707) | > loss_1: 33.78385543823242 (32.42024832505447)  --> STEP: 14 | > loss_disc: 2.6850969791412354 (2.446808968271528) | > loss_disc_real_0: 0.1680808663368225 (0.175264373421669) | > loss_disc_real_1: 0.3429918885231018 (0.24947666163955415) | > loss_disc_real_2: 0.18774794042110443 (0.1946340405515262) | > loss_disc_real_3: 0.1980864405632019 (0.2510448023676872) | > loss_disc_real_4: 0.2938551604747772 (0.2538917937449046) | > loss_disc_real_5: 0.2840883731842041 (0.24528781005314418) | > loss_0: 2.6850969791412354 (2.446808968271528) | > loss_gen: 2.2466886043548584 (2.5030059814453125) | > loss_kl: 3.7190282344818115 (3.3074000903538296) | > loss_feat: 5.277679920196533 (6.553693124226162) | > loss_mel: 17.556671142578125 (17.591198240007675) | > loss_duration: 2.4313087463378906 (2.3800312791551863) | > loss_1: 31.23137664794922 (32.33532891954695)  --> STEP: 15 | > loss_disc: 2.6090850830078125 (2.4576273759206138) | > loss_disc_real_0: 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| > loss_0: 2.3350789546966553 (2.4603571330799774) | > loss_gen: 2.5885000228881836 (2.490542299607221) | > loss_kl: 2.183929204940796 (3.249063155230354) | > loss_feat: 6.4923529624938965 (6.443613753599279) | > loss_mel: 17.18940544128418 (17.410929174984204) | > loss_duration: 2.4730074405670166 (2.3891737741582535) | > loss_1: 30.927196502685547 (31.983322367948645)  --> STEP: 18 | > loss_disc: 2.4574499130249023 (2.460195620854696) | > loss_disc_real_0: 0.22395741939544678 (0.18072721610466638) | > loss_disc_real_1: 0.2874950170516968 (0.2539308915535609) | > loss_disc_real_2: 0.18501922488212585 (0.1971891712811258) | > loss_disc_real_3: 0.2058061957359314 (0.25193711039092803) | > loss_disc_real_4: 0.21847212314605713 (0.25907920797665906) | > loss_disc_real_5: 0.2674786448478699 (0.24470099724001354) | > loss_0: 2.4574499130249023 (2.460195620854696) | > loss_gen: 2.4779534339904785 (2.4898429181840687) | > loss_kl: 3.594198226928711 (3.2682373258802624) | > loss_feat: 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(31.986067520944697)  --> STEP: 20 | > loss_disc: 2.4330058097839355 (2.465394067764282) | > loss_disc_real_0: 0.18995356559753418 (0.18591919019818307) | > loss_disc_real_1: 0.2725343406200409 (0.25567221492528913) | > loss_disc_real_2: 0.20545288920402527 (0.19930226877331733) | > loss_disc_real_3: 0.2155117243528366 (0.2520962402224541) | > loss_disc_real_4: 0.23748503625392914 (0.25977459624409666) | > loss_disc_real_5: 0.1719764620065689 (0.2383293867111206) | > loss_0: 2.4330058097839355 (2.465394067764282) | > loss_gen: 2.371328353881836 (2.483762538433075) | > loss_kl: 2.4417219161987305 (3.179678201675415) | > loss_feat: 6.195704936981201 (6.435168957710266) | > loss_mel: 18.550535202026367 (17.50165343284607) | > loss_duration: 2.303016185760498 (2.3796162724494936) | > loss_1: 31.862306594848633 (31.979879474639894)  --> STEP: 21 | > loss_disc: 2.2452893257141113 (2.4549128895714167) | > loss_disc_real_0: 0.08276937901973724 (0.18100729442778088) | > loss_disc_real_1: 0.2506581246852875 (0.2554334487233843) | > loss_disc_real_2: 0.14435160160064697 (0.1966855703365235) | > loss_disc_real_3: 0.1853262037038803 (0.24891671467395055) | > loss_disc_real_4: 0.23548340797424316 (0.25861787299315125) | > loss_disc_real_5: 0.16272546350955963 (0.23472919989199864) | > loss_0: 2.2452893257141113 (2.4549128895714167) | > loss_gen: 2.3736629486083984 (2.478519700822376) | > loss_kl: 3.5517258644104004 (3.1973947570437478) | > loss_feat: 6.134140968322754 (6.420834291548956) | > loss_mel: 16.751365661621094 (17.46592544374012) | > loss_duration: 2.071800470352173 (2.3649583771115257) | > loss_1: 30.8826961517334 (31.927632649739582)  --> STEP: 22 | > loss_disc: 2.6220741271972656 (2.462511127645319) | > loss_disc_real_0: 0.22262325882911682 (0.18289892917329614) | > loss_disc_real_1: 0.260221391916275 (0.25565108250487933) | > loss_disc_real_2: 0.24157696962356567 (0.1987260884859345) | > loss_disc_real_3: 0.19168168306350708 (0.2463151223280213) | > loss_disc_real_4: 0.30140286684036255 (0.26056264544075175) | > loss_disc_real_5: 0.23847386240959167 (0.23489941182461652) | > loss_0: 2.6220741271972656 (2.462511127645319) | > loss_gen: 2.4003732204437256 (2.474967588077892) | > loss_kl: 2.6500871181488037 (3.1725171370939775) | > loss_feat: 8.272643089294434 (6.505007418719205) | > loss_mel: 19.317888259887695 (17.550105571746826) | > loss_duration: 2.215176582336426 (2.3581501137126577) | > loss_1: 34.85616683959961 (32.060747840187766)  --> STEP: 23 | > loss_disc: 2.4174389839172363 (2.460551469222359) | > loss_disc_real_0: 0.13554097712039948 (0.18083988777969195) | > loss_disc_real_1: 0.25005149841308594 (0.2554076223269753) | > loss_disc_real_2: 0.2125563621520996 (0.19932740473228952) | > loss_disc_real_3: 0.31118565797805786 (0.24913558039976202) | > loss_disc_real_4: 0.29241546988487244 (0.2619475508513657) | > loss_disc_real_5: 0.2604374587535858 (0.23600976169109344) | > loss_0: 2.4174389839172363 (2.460551469222359) | > loss_gen: 2.611093282699585 (2.4808860965397046) | > loss_kl: 2.7445411682128906 (3.1539094862730606) | > loss_feat: 6.916711330413818 (6.522907588792884) | > loss_mel: 17.374292373657227 (17.542461519655973) | > loss_duration: 2.2898921966552734 (2.3551823781884234) | > loss_1: 31.93653106689453 (32.05534711091415)  --> STEP: 24 | > loss_disc: 2.012209415435791 (2.441870550314585) | > loss_disc_real_0: 0.14200861752033234 (0.17922191818555197) | > loss_disc_real_1: 0.18119360506534576 (0.2523153716077407) | > loss_disc_real_2: 0.1993093341588974 (0.1993266517917315) | > loss_disc_real_3: 0.21903713047504425 (0.24788147831956545) | > loss_disc_real_4: 0.22502577304840088 (0.26040914344290883) | > loss_disc_real_5: 0.13795921206474304 (0.23192432212332884) | > loss_0: 2.012209415435791 (2.441870550314585) | > loss_gen: 2.829249858856201 (2.495401253302892) | > loss_kl: 2.641258716583252 (3.1325490375359855) | > loss_feat: 10.711654663085938 (6.697438716888428) | > loss_mel: 19.366661071777344 (17.618469834327698) | > loss_duration: 2.405238628387451 (2.35726805528005) | > loss_1: 37.954063415527344 (32.3011269569397)  --> STEP: 25 | > loss_disc: 2.7561826705932617 (2.4544430351257325) | > loss_disc_real_0: 0.26709961891174316 (0.1827370262145996) | > loss_disc_real_1: 0.2423757016658783 (0.2519177848100662) | > loss_disc_real_2: 0.22392572462558746 (0.20031061470508577) | > loss_disc_real_3: 0.25378456711769104 (0.24811760187149048) | > loss_disc_real_4: 0.26317092776298523 (0.2605196148157119) | > loss_disc_real_5: 0.31285011768341064 (0.23516135394573212) | > loss_0: 2.7561826705932617 (2.4544430351257325) | > loss_gen: 2.225935459136963 (2.484622621536255) | > loss_kl: 2.9764010906219482 (3.1263031196594238) | > loss_feat: 4.769744396209717 (6.620330944061279) | > loss_mel: 13.816509246826172 (17.466391410827637) | > loss_duration: 2.4137768745422363 (2.359528408050537) | > loss_1: 26.20236587524414 (32.05717651367188)  --> STEP: 26 | > loss_disc: 2.570340156555176 (2.4589006167191725) | > loss_disc_real_0: 0.2099795937538147 (0.1837848172738002) | > loss_disc_real_1: 0.30111148953437805 (0.2538098503763859) | > loss_disc_real_2: 0.29303911328315735 (0.20387709541962698) | > loss_disc_real_3: 0.3009175658226013 (0.250148369715764) | > loss_disc_real_4: 0.22921419143676758 (0.2593155600703679) | > loss_disc_real_5: 0.24233493208885193 (0.23543726079739058) | > loss_0: 2.570340156555176 (2.4589006167191725) | > loss_gen: 2.6815316677093506 (2.492196046389066) | > loss_kl: 2.3229427337646484 (3.0954046432788553) | > loss_feat: 5.47115421295166 (6.576131839018601) | > loss_mel: 14.496206283569336 (17.352153521317703) | > loss_duration: 2.2860214710235596 (2.356701218164884) | > loss_1: 27.257856369018555 (31.872587277339054) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024404617456289437 (-0.0001906339938823995) | > avg_loss_disc: 2.4589006167191725 (+0.01721437160785344) | > avg_loss_disc_real_0: 0.1837848172738002 (+0.030364198180345386) | > avg_loss_disc_real_1: 0.2538098503763859 (+0.04114797711372378) | > avg_loss_disc_real_2: 0.20387709541962698 (-0.007396747286503108) | > avg_loss_disc_real_3: 0.250148369715764 (+0.015833974457704125) | > avg_loss_disc_real_4: 0.2593155600703679 (-0.0018452835770754183) | > avg_loss_disc_real_5: 0.23543726079739058 (-0.009468145668506622) | > avg_loss_0: 2.4589006167191725 (+0.01721437160785344) | > avg_loss_gen: 2.492196046389066 (+0.0938131213188167) | > avg_loss_kl: 3.0954046432788553 (+0.06365552315345147) | > avg_loss_feat: 6.576131839018601 (-0.14625850090613746) | > avg_loss_mel: 17.352153521317703 (+0.32289182222806545) | > avg_loss_duration: 2.356701218164884 (-0.01754327003772449) | > avg_loss_1: 31.872587277339054 (+0.31655847109281154)  > EPOCH: 807/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:56:57)   --> TIME: 2024-06-12 02:57:04 -- STEP: 14/330 -- GLOBAL_STEP: 354325 | > loss_disc: 2.3456974029541016 (2.340758357729231) | > loss_disc_real_0: 0.11110556125640869 (0.09917959677321571) | > loss_disc_real_1: 0.22265289723873138 (0.19615482006754195) | > loss_disc_real_2: 0.20155510306358337 (0.20753934127943857) | > loss_disc_real_3: 0.20703524351119995 (0.22488299012184143) | > loss_disc_real_4: 0.2239522635936737 (0.2361427577478545) | > loss_disc_real_5: 0.2125236690044403 (0.23416005820035934) | > loss_0: 2.3456974029541016 (2.340758357729231) | > grad_norm_0: tensor(15.4337, device='cuda:0') (tensor(8.9754, device='cuda:0')) | > loss_gen: 2.4393508434295654 (2.4814446653638567) | > loss_kl: 1.9315342903137207 (1.9325092094285148) | > loss_feat: 6.972140312194824 (6.9821489197867255) | > loss_mel: 17.173351287841797 (17.598483630589076) | > loss_duration: 2.0107901096343994 (2.0648778676986694) | > loss_1: 30.52716636657715 (31.059464045933314) | > grad_norm_1: tensor(53.4120, device='cuda:0') (tensor(78.7842, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.3565 (0.35918363503047396) | > loader_time: 0.0031 (0.002990501267569406)  --> TIME: 2024-06-12 02:57:13 -- STEP: 39/330 -- GLOBAL_STEP: 354350 | > loss_disc: 2.318580150604248 (2.3234365353217497) | > loss_disc_real_0: 0.09338987618684769 (0.10257033889110272) | > loss_disc_real_1: 0.15958042442798615 (0.19515044948993587) | > loss_disc_real_2: 0.22000829875469208 (0.20671172172595292) | > loss_disc_real_3: 0.23974880576133728 (0.22732669229690844) | > loss_disc_real_4: 0.21297740936279297 (0.23117631062483177) | > loss_disc_real_5: 0.2037287950515747 (0.22615385093750098) | > loss_0: 2.318580150604248 (2.3234365353217497) | > grad_norm_0: tensor(5.1898, device='cuda:0') (tensor(8.3781, device='cuda:0')) | > loss_gen: 2.600200891494751 (2.510937336163643) | > loss_kl: 2.0581555366516113 (1.9400522005863678) | > loss_feat: 8.649991989135742 (7.07192431963407) | > loss_mel: 17.496061325073242 (17.379117965698242) | > loss_duration: 1.9951879978179932 (2.002316447404714) | > loss_1: 32.799598693847656 (30.90434842231946) | > grad_norm_1: tensor(140.5219, device='cuda:0') (tensor(73.5422, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.355 (0.35943985596681255) | > loader_time: 0.0032 (0.003158263671092498)  --> TIME: 2024-06-12 02:57:22 -- STEP: 64/330 -- GLOBAL_STEP: 354375 | > loss_disc: 2.2189550399780273 (2.3428824953734875) | > loss_disc_real_0: 0.12436765432357788 (0.105795604060404) | > loss_disc_real_1: 0.1758480817079544 (0.19504067744128406) | > loss_disc_real_2: 0.1997273862361908 (0.2081537926569581) | > loss_disc_real_3: 0.20509186387062073 (0.22662283410318196) | > loss_disc_real_4: 0.19814418256282806 (0.23158304579555988) | > loss_disc_real_5: 0.17644375562667847 (0.22596397926099598) | > loss_0: 2.2189550399780273 (2.3428824953734875) | > grad_norm_0: tensor(10.5976, device='cuda:0') (tensor(8.6757, device='cuda:0')) | > loss_gen: 2.6686453819274902 (2.4912664741277695) | > loss_kl: 1.906220555305481 (1.943637041375041) | > loss_feat: 8.111915588378906 (7.097784154117107) | > loss_mel: 17.89580535888672 (17.372350543737404) | > loss_duration: 1.974760890007019 (1.9875492267310613) | > loss_1: 32.55734634399414 (30.892587542533875) | > grad_norm_1: tensor(145.7120, device='cuda:0') (tensor(86.0937, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.3713 (0.3682904578745365) | > loader_time: 0.0034 (0.003481101244688034)  --> TIME: 2024-06-12 02:57:32 -- STEP: 89/330 -- GLOBAL_STEP: 354400 | > loss_disc: 2.322524309158325 (2.348460792155747) | > loss_disc_real_0: 0.12065351754426956 (0.10912454638923152) | > loss_disc_real_1: 0.18716102838516235 (0.19487170205357368) | > loss_disc_real_2: 0.1653536558151245 (0.20889396479960237) | > loss_disc_real_3: 0.1973627656698227 (0.22704759290379084) | > loss_disc_real_4: 0.19975093007087708 (0.2328428423471665) | > loss_disc_real_5: 0.18797186017036438 (0.22475275631701008) | > loss_0: 2.322524309158325 (2.348460792155747) | > grad_norm_0: tensor(5.8803, device='cuda:0') (tensor(9.3489, device='cuda:0')) | > loss_gen: 2.471412181854248 (2.4871317777740827) | > loss_kl: 2.016955614089966 (1.9515478008248832) | > loss_feat: 6.969949722290039 (7.0596164049727195) | > loss_mel: 17.257780075073242 (17.298014330060294) | > loss_duration: 1.989551305770874 (1.9830297271857094) | > loss_1: 30.705650329589844 (30.779340079661164) | > grad_norm_1: tensor(105.6865, device='cuda:0') (tensor(96.5634, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.384 (0.3728648598274489) | > loader_time: 0.0041 (0.0036760769533307363)  --> TIME: 2024-06-12 02:57:42 -- STEP: 114/330 -- GLOBAL_STEP: 354425 | > loss_disc: 2.3508872985839844 (2.357636138012534) | > loss_disc_real_0: 0.10760675370693207 (0.11045270517729876) | > loss_disc_real_1: 0.21210327744483948 (0.19630383138071028) | > loss_disc_real_2: 0.19772472977638245 (0.21026730001495594) | > loss_disc_real_3: 0.2768539786338806 (0.2288847780018522) | > loss_disc_real_4: 0.26651430130004883 (0.23329413080947442) | > loss_disc_real_5: 0.22800515592098236 (0.22445554822160488) | > loss_0: 2.3508872985839844 (2.357636138012534) | > grad_norm_0: tensor(9.8833, device='cuda:0') (tensor(9.8374, device='cuda:0')) | > loss_gen: 2.604229688644409 (2.4848946646640173) | > loss_kl: 2.124396324157715 (1.9599693103840476) | > loss_feat: 6.956457614898682 (7.048153132723089) | > loss_mel: 16.91176986694336 (17.292798527500096) | > loss_duration: 2.0090062618255615 (1.985645538882205) | > loss_1: 30.605859756469727 (30.771461202387226) | > grad_norm_1: tensor(123.4604, device='cuda:0') (tensor(102.3484, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.3821 (0.37423903063723923) | > loader_time: 0.0042 (0.0037557848712854217)  --> TIME: 2024-06-12 02:57:52 -- STEP: 139/330 -- GLOBAL_STEP: 354450 | > loss_disc: 2.3928921222686768 (2.3649467341333836) | > loss_disc_real_0: 0.13072577118873596 (0.1122299919990327) | > loss_disc_real_1: 0.22838632762432098 (0.19696607349587858) | > loss_disc_real_2: 0.1997237354516983 (0.2104359205892618) | > loss_disc_real_3: 0.2226075381040573 (0.22936168313026428) | > loss_disc_real_4: 0.23122984170913696 (0.2331412716520776) | > loss_disc_real_5: 0.20483925938606262 (0.22421285445741612) | > loss_0: 2.3928921222686768 (2.3649467341333836) | > grad_norm_0: tensor(34.8010, device='cuda:0') (tensor(11.0948, device='cuda:0')) | > loss_gen: 2.491788864135742 (2.4815758252315385) | > loss_kl: 2.1681594848632812 (1.9663654522930119) | > loss_feat: 7.5473198890686035 (7.031906711111824) | > loss_mel: 17.47591209411621 (17.316013871337024) | > loss_duration: 2.0751452445983887 (1.9916673975882766) | > loss_1: 31.758325576782227 (30.787529197528208) | > grad_norm_1: tensor(376.3362, device='cuda:0') (tensor(122.7644, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.3802 (0.3744965508687411) | > loader_time: 0.004 (0.003846466970100677)  --> TIME: 2024-06-12 02:58:01 -- STEP: 164/330 -- GLOBAL_STEP: 354475 | > loss_disc: 2.218411445617676 (2.3710671648746597) | > loss_disc_real_0: 0.09189441800117493 (0.11392642246422971) | > loss_disc_real_1: 0.19128616154193878 (0.19696338029532898) | > loss_disc_real_2: 0.19914668798446655 (0.2111826503603924) | > loss_disc_real_3: 0.20091292262077332 (0.22995133061961429) | > loss_disc_real_4: 0.22494354844093323 (0.23342437115384312) | > loss_disc_real_5: 0.2157476246356964 (0.22399847581982613) | > loss_0: 2.218411445617676 (2.3710671648746597) | > grad_norm_0: tensor(27.5294, device='cuda:0') (tensor(13.5340, device='cuda:0')) | > loss_gen: 2.8087990283966064 (2.4810539949231036) | > loss_kl: 2.0537686347961426 (1.9765048492245558) | > loss_feat: 7.244762420654297 (7.019042730331421) | > loss_mel: 17.073204040527344 (17.29493727335117) | > loss_duration: 2.0755999088287354 (1.995890321528039) | > loss_1: 31.256134033203125 (30.76742911920315) | > grad_norm_1: tensor(424.8125, device='cuda:0') (tensor(155.5678, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.3771 (0.37560101689361947) | > loader_time: 0.0042 (0.003961420640712833)  --> TIME: 2024-06-12 02:58:11 -- STEP: 189/330 -- GLOBAL_STEP: 354500 | > loss_disc: 2.3147082328796387 (2.3728703821777675) | > loss_disc_real_0: 0.1354721486568451 (0.1142947107514061) | > loss_disc_real_1: 0.23569898307323456 (0.19632270837587024) | > loss_disc_real_2: 0.24242769181728363 (0.2116588267384383) | > loss_disc_real_3: 0.22732219099998474 (0.23020968322085325) | > loss_disc_real_4: 0.21711361408233643 (0.23394770376265994) | > loss_disc_real_5: 0.1876305490732193 (0.22479275002996757) | > loss_0: 2.3147082328796387 (2.3728703821777675) | > grad_norm_0: tensor(60.4205, device='cuda:0') (tensor(15.1140, device='cuda:0')) | > loss_gen: 2.567385673522949 (2.4854467558482343) | > loss_kl: 2.0461208820343018 (1.9869302088621432) | > loss_feat: 7.220616340637207 (7.00733604885283) | > loss_mel: 17.00371742248535 (17.246606645129994) | > loss_duration: 2.0694973468780518 (2.0041699737468086) | > loss_1: 30.907339096069336 (30.730489569366295) | > grad_norm_1: tensor(517.3245, device='cuda:0') (tensor(178.4132, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.3935 (0.377354830030411) | > loader_time: 0.0055 (0.004063819451306864) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_354500.pth  --> TIME: 2024-06-12 02:58:26 -- STEP: 214/330 -- GLOBAL_STEP: 354525 | > loss_disc: 2.3323659896850586 (2.3688017876348777) | > loss_disc_real_0: 0.07214608043432236 (0.11500512594444172) | > loss_disc_real_1: 0.19743280112743378 (0.19694654657461932) | > loss_disc_real_2: 0.20933961868286133 (0.2113068841188868) | > loss_disc_real_3: 0.2340061515569687 (0.22982453380789714) | > loss_disc_real_4: 0.2127017080783844 (0.23344250475970385) | > loss_disc_real_5: 0.22816188633441925 (0.22365163092579798) | > loss_0: 2.3323659896850586 (2.3688017876348777) | > grad_norm_0: tensor(42.3301, device='cuda:0') (tensor(17.0147, device='cuda:0')) | > loss_gen: 2.407231092453003 (2.4902350445774126) | > loss_kl: 2.0148866176605225 (1.9922309373026696) | > loss_feat: 6.7846293449401855 (7.018183525477614) | > loss_mel: 16.85132598876953 (17.206524443403595) | > loss_duration: 2.1152000427246094 (2.012696164790713) | > loss_1: 30.17327117919922 (30.719870032551132) | > grad_norm_1: tensor(447.1536, device='cuda:0') (tensor(205.8621, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.4151 (0.38173653812051933) | > loader_time: 0.0048 (0.004196839911915433)  --> TIME: 2024-06-12 02:58:37 -- STEP: 239/330 -- GLOBAL_STEP: 354550 | > loss_disc: 2.314650774002075 (2.371926189965285) | > loss_disc_real_0: 0.12407881021499634 (0.1165796088904267) | > loss_disc_real_1: 0.2000720351934433 (0.19724921084098737) | > loss_disc_real_2: 0.23224419355392456 (0.21168861117323076) | > loss_disc_real_3: 0.21579422056674957 (0.229891505700275) | > loss_disc_real_4: 0.23604744672775269 (0.23324419090438586) | > loss_disc_real_5: 0.22696545720100403 (0.2228363697498912) | > loss_0: 2.314650774002075 (2.371926189965285) | > grad_norm_0: tensor(16.1079, device='cuda:0') (tensor(19.1409, device='cuda:0')) | > loss_gen: 2.6458277702331543 (2.4914911302063762) | > loss_kl: 1.987479567527771 (1.9957916347551545) | > loss_feat: 7.029189586639404 (7.0063862561181995) | > loss_mel: 16.9537353515625 (17.16078626560867) | > loss_duration: 2.0662620067596436 (2.0217041261026534) | > loss_1: 30.6824951171875 (30.676159343958897) | > grad_norm_1: tensor(109.7007, device='cuda:0') (tensor(228.0396, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.4186 (0.3848940857284737) | > loader_time: 0.0053 (0.004326636821156268)  --> TIME: 2024-06-12 02:58:48 -- STEP: 264/330 -- GLOBAL_STEP: 354575 | > loss_disc: 2.4596171379089355 (2.3741761193130966) | > loss_disc_real_0: 0.1414530873298645 (0.11775123713199388) | > loss_disc_real_1: 0.19865025579929352 (0.19916239245371384) | > loss_disc_real_2: 0.19718697667121887 (0.21140871134897077) | > loss_disc_real_3: 0.219315305352211 (0.22976452924988486) | > loss_disc_real_4: 0.24466775357723236 (0.23311114926455598) | > loss_disc_real_5: 0.24024303257465363 (0.2232963407807278) | > loss_0: 2.4596171379089355 (2.3741761193130966) | > grad_norm_0: tensor(28.1898, device='cuda:0') (tensor(19.5014, device='cuda:0')) | > loss_gen: 2.3759751319885254 (2.486347202098732) | > loss_kl: 1.9013687372207642 (2.0017762220267095) | > loss_feat: 6.104904651641846 (6.997601472970212) | > loss_mel: 15.705689430236816 (17.124593348214134) | > loss_duration: 2.1421327590942383 (2.0299065239501712) | > loss_1: 28.230072021484375 (30.64022472410491) | > grad_norm_1: tensor(284.8324, device='cuda:0') (tensor(236.7926, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.4259 (0.3887636526064439) | > loader_time: 0.0058 (0.00445492881717104)  --> TIME: 2024-06-12 02:58:59 -- STEP: 289/330 -- GLOBAL_STEP: 354600 | > loss_disc: 2.233052968978882 (2.3742275576278007) | > loss_disc_real_0: 0.1586572378873825 (0.11838409726130922) | > loss_disc_real_1: 0.17291797697544098 (0.19926356758832103) | > loss_disc_real_2: 0.1968175172805786 (0.2112562232054641) | > loss_disc_real_3: 0.21209585666656494 (0.22976388666250303) | > loss_disc_real_4: 0.23076219856739044 (0.23296067170205825) | > loss_disc_real_5: 0.1957017183303833 (0.22257262989105242) | > loss_0: 2.233052968978882 (2.3742275576278007) | > grad_norm_0: tensor(57.8284, device='cuda:0') (tensor(20.5187, device='cuda:0')) | > loss_gen: 2.5943820476531982 (2.4843185896691993) | > loss_kl: 1.9541380405426025 (2.0084210522859567) | > loss_feat: 7.738587856292725 (6.999728791853961) | > loss_mel: 16.82792854309082 (17.085571061368643) | > loss_duration: 2.1920104026794434 (2.0401328187500307) | > loss_1: 31.30704689025879 (30.618172318877647) | > grad_norm_1: tensor(733.9747, device='cuda:0') (tensor(251.6867, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.446 (0.39362208076001876) | > loader_time: 0.0063 (0.0045926909133224775)  --> TIME: 2024-06-12 02:59:12 -- STEP: 314/330 -- GLOBAL_STEP: 354625 | > loss_disc: 2.32380747795105 (2.3763718195022294) | > loss_disc_real_0: 0.14621780812740326 (0.11994776950710138) | > loss_disc_real_1: 0.20281369984149933 (0.19926172333538147) | > loss_disc_real_2: 0.20253318548202515 (0.21126750339368347) | > loss_disc_real_3: 0.2000245600938797 (0.2297020399361659) | > loss_disc_real_4: 0.1924036741256714 (0.23289924190872036) | > loss_disc_real_5: 0.19093063473701477 (0.22245475075616963) | > loss_0: 2.32380747795105 (2.3763718195022294) | > grad_norm_0: tensor(38.6898, device='cuda:0') (tensor(21.7554, device='cuda:0')) | > loss_gen: 2.498077869415283 (2.4839212157923716) | > loss_kl: 2.0971899032592773 (2.0155686474150163) | > loss_feat: 8.04608154296875 (7.015451352307751) | > loss_mel: 16.21673583984375 (17.042716126533087) | > loss_duration: 2.245626926422119 (2.053275954951146) | > loss_1: 31.10371208190918 (30.610933273461214) | > grad_norm_1: tensor(499.0258, device='cuda:0') (tensor(267.5581, device='cuda:0')) | > current_lr_0: 0.0001808080662784901 | > current_lr_1: 0.0001808080662784901 | > step_time: 0.522 (0.4012869816676828) | > loader_time: 0.0086 (0.004778275064602022)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6050806045532227 (2.6050806045532227) | > loss_disc_real_0: 0.22251230478286743 (0.22251230478286743) | > loss_disc_real_1: 0.23713910579681396 (0.23713910579681396) | > loss_disc_real_2: 0.2605804204940796 (0.2605804204940796) | > loss_disc_real_3: 0.250020295381546 (0.250020295381546) | > loss_disc_real_4: 0.2753957509994507 (0.2753957509994507) | > loss_disc_real_5: 0.288953572511673 (0.288953572511673) | > loss_0: 2.6050806045532227 (2.6050806045532227) | > loss_gen: 2.3608059883117676 (2.3608059883117676) | > loss_kl: 2.2511322498321533 (2.2511322498321533) | > loss_feat: 5.506124019622803 (5.506124019622803) | > loss_mel: 14.820355415344238 (14.820355415344238) | > loss_duration: 3.0948572158813477 (3.0948572158813477) | > loss_1: 28.033275604248047 (28.033275604248047)  --> STEP: 1 | > loss_disc: 2.6232247352600098 (2.6232247352600098) | > loss_disc_real_0: 0.14251302182674408 (0.14251302182674408) | > loss_disc_real_1: 0.22444093227386475 (0.22444093227386475) | > loss_disc_real_2: 0.22688992321491241 (0.22688992321491241) | > loss_disc_real_3: 0.28371742367744446 (0.28371742367744446) | > loss_disc_real_4: 0.2569486200809479 (0.2569486200809479) | > loss_disc_real_5: 0.30101731419563293 (0.30101731419563293) | > loss_0: 2.6232247352600098 (2.6232247352600098) | > loss_gen: 2.132631301879883 (2.132631301879883) | > loss_kl: 2.996535062789917 (2.996535062789917) | > loss_feat: 4.2772698402404785 (4.2772698402404785) | > loss_mel: 16.02873420715332 (16.02873420715332) | > loss_duration: 2.4535679817199707 (2.4535679817199707) | > loss_1: 27.88873863220215 (27.88873863220215)  --> STEP: 2 | > loss_disc: 2.695150136947632 (2.659187436103821) | > loss_disc_real_0: 0.13218602538108826 (0.13734952360391617) | > loss_disc_real_1: 0.2060311883687973 (0.21523606032133102) | > loss_disc_real_2: 0.21628892421722412 (0.22158942371606827) | > loss_disc_real_3: 0.21474455296993256 (0.2492309883236885) | > loss_disc_real_4: 0.253337562084198 (0.25514309108257294) | > loss_disc_real_5: 0.40062037110328674 (0.35081884264945984) | > loss_0: 2.695150136947632 (2.659187436103821) | > loss_gen: 2.124058246612549 (2.128344774246216) | > loss_kl: 2.4954638481140137 (2.7459994554519653) | > loss_feat: 5.4031147956848145 (4.8401923179626465) | > loss_mel: 16.725204467773438 (16.37696933746338) | > loss_duration: 2.448016405105591 (2.4507921934127808) | > loss_1: 29.195858001708984 (28.542298316955566)  --> STEP: 3 | > loss_disc: 2.320862054824829 (2.5464123090108237) | > loss_disc_real_0: 0.10685841739177704 (0.12718582153320312) | > loss_disc_real_1: 0.1596193164587021 (0.1966971457004547) | > loss_disc_real_2: 0.15264356136322021 (0.19860746959845224) | > loss_disc_real_3: 0.2366083264350891 (0.24502343436082205) | > loss_disc_real_4: 0.23698371648788452 (0.2490899662176768) | > loss_disc_real_5: 0.28528568148612976 (0.3289744555950165) | > loss_0: 2.320862054824829 (2.5464123090108237) | > loss_gen: 2.2060697078704834 (2.154253085454305) | > loss_kl: 2.903637409210205 (2.7985454400380454) | > loss_feat: 6.028347492218018 (5.2362440427144366) | > loss_mel: 16.96871566772461 (16.57421811421712) | > loss_duration: 2.354933023452759 (2.41883913675944) | > loss_1: 30.461702346801758 (29.18209966023763)  --> STEP: 4 | > loss_disc: 2.4481284618377686 (2.52184134721756) | > loss_disc_real_0: 0.2194574475288391 (0.15025372803211212) | > loss_disc_real_1: 0.21213731169700623 (0.2005571871995926) | > loss_disc_real_2: 0.22048331797122955 (0.20407643169164658) | > loss_disc_real_3: 0.19289658963680267 (0.2319917231798172) | > loss_disc_real_4: 0.21896396577358246 (0.2415584661066532) | > loss_disc_real_5: 0.2677529752254486 (0.3136690855026245) | > loss_0: 2.4481284618377686 (2.52184134721756) | > loss_gen: 2.5158252716064453 (2.24464613199234) | > loss_kl: 3.393206834793091 (2.9472107887268066) | > loss_feat: 7.231021404266357 (5.734938383102417) | > loss_mel: 17.934661865234375 (16.914329051971436) | > loss_duration: 2.4179391860961914 (2.418614149093628) | > loss_1: 33.49265670776367 (30.25973892211914)  --> STEP: 5 | > loss_disc: 2.2741739749908447 (2.472307872772217) | > loss_disc_real_0: 0.11999601125717163 (0.14420218467712403) | > loss_disc_real_1: 0.14826461672782898 (0.19009867310523987) | > loss_disc_real_2: 0.15715543925762177 (0.1946922332048416) | > loss_disc_real_3: 0.2234324961900711 (0.23027987778186798) | > loss_disc_real_4: 0.2648066282272339 (0.24620809853076936) | > loss_disc_real_5: 0.24365642666816711 (0.29966655373573303) | > loss_0: 2.2741739749908447 (2.472307872772217) | > loss_gen: 2.2502598762512207 (2.2457688808441163) | > loss_kl: 2.87101149559021 (2.9319709300994874) | > loss_feat: 5.377777576446533 (5.66350622177124) | > loss_mel: 17.772701263427734 (17.086003494262695) | > loss_duration: 2.3542895317077637 (2.405749225616455) | > loss_1: 30.626039505004883 (30.33299903869629)  --> STEP: 6 | > loss_disc: 2.3599250316619873 (2.453577399253845) | > loss_disc_real_0: 0.09898059070110321 (0.13666525234778723) | > loss_disc_real_1: 0.22718116641044617 (0.19627908865610758) | > loss_disc_real_2: 0.18846222758293152 (0.19365389893452326) | > loss_disc_real_3: 0.222189262509346 (0.22893144190311432) | > loss_disc_real_4: 0.22567783296108246 (0.2427863876024882) | > loss_disc_real_5: 0.22490449249744415 (0.2872062101960182) | > loss_0: 2.3599250316619873 (2.453577399253845) | > loss_gen: 2.269145965576172 (2.249665061632792) | > loss_kl: 2.8491053581237793 (2.918160001436869) | > loss_feat: 5.273589611053467 (5.598520119984944) | > loss_mel: 18.270103454589844 (17.283353487650555) | > loss_duration: 2.190523624420166 (2.3698782920837402) | > loss_1: 30.852468490600586 (30.41957728068034)  --> STEP: 7 | > loss_disc: 2.350480556488037 (2.4388492788587297) | > loss_disc_real_0: 0.16533887386322021 (0.14076148399284907) | > loss_disc_real_1: 0.2594274878501892 (0.2053002885409764) | > loss_disc_real_2: 0.19046099483966827 (0.1931977697781154) | > loss_disc_real_3: 0.2549552619457245 (0.23264913048063005) | > loss_disc_real_4: 0.254963219165802 (0.2445259349686759) | > loss_disc_real_5: 0.2951871156692505 (0.28834633954933714) | > loss_0: 2.350480556488037 (2.4388492788587297) | > loss_gen: 2.605520009994507 (2.3005014828273227) | > loss_kl: 4.254705905914307 (3.109095130647932) | > loss_feat: 6.0441508293151855 (5.6621816498892645) | > loss_mel: 16.64488983154297 (17.1921443939209) | > loss_duration: 2.53114652633667 (2.3929166112627303) | > loss_1: 32.080413818359375 (30.656839643205917)  --> STEP: 8 | > loss_disc: 2.3435566425323486 (2.426937699317932) | > loss_disc_real_0: 0.21224641799926758 (0.1496971007436514) | > loss_disc_real_1: 0.1862044632434845 (0.2029133103787899) | > loss_disc_real_2: 0.20097976922988892 (0.1941705197095871) | > loss_disc_real_3: 0.15271082520484924 (0.22265684232115746) | > loss_disc_real_4: 0.16132813692092896 (0.23412621021270752) | > loss_disc_real_5: 0.25813621282577515 (0.28457007370889187) | > loss_0: 2.3435566425323486 (2.426937699317932) | > loss_gen: 2.4536077976226807 (2.3196397721767426) | > loss_kl: 2.7052533626556396 (3.0586149096488953) | > loss_feat: 11.484670639038086 (6.389992773532867) | > loss_mel: 19.881072998046875 (17.528260469436646) | > loss_duration: 2.2938971519470215 (2.3805391788482666) | > loss_1: 38.818504333496094 (31.677047729492188)  --> STEP: 9 | > loss_disc: 2.246701955795288 (2.406911505593194) | > loss_disc_real_0: 0.30009332299232483 (0.1664077921046151) | > loss_disc_real_1: 0.2499522566795349 (0.20813985996776158) | > loss_disc_real_2: 0.23219437897205353 (0.19839539296097225) | > loss_disc_real_3: 0.19762320816516876 (0.21987532741493648) | > loss_disc_real_4: 0.14545601606369019 (0.22427396641837227) | > loss_disc_real_5: 0.20514757931232452 (0.27574535210927326) | > loss_0: 2.246701955795288 (2.406911505593194) | > loss_gen: 3.071770191192627 (2.403209818734063) | > loss_kl: 2.4303243160247803 (2.9888048436906605) | > loss_feat: 12.465753555297852 (7.065077304840088) | > loss_mel: 18.448139190673828 (17.630469216240776) | > loss_duration: 2.1660194396972656 (2.3567036522759333) | > loss_1: 38.58200454711914 (32.44426515367296)  --> STEP: 10 | > loss_disc: 2.4411637783050537 (2.41033673286438) | > loss_disc_real_0: 0.09314028918743134 (0.15908104181289673) | > loss_disc_real_1: 0.20952780544757843 (0.20827865451574326) | > loss_disc_real_2: 0.23568589985370636 (0.20212444365024568) | > loss_disc_real_3: 0.22373563051223755 (0.2202613577246666) | > loss_disc_real_4: 0.25774744153022766 (0.2276213139295578) | > loss_disc_real_5: 0.3857661783695221 (0.2867474347352982) | > loss_0: 2.4411637783050537 (2.41033673286438) | > loss_gen: 2.6080427169799805 (2.4236931085586546) | > loss_kl: 2.7439064979553223 (2.9643150091171266) | > loss_feat: 7.280643463134766 (7.086633920669556) | > loss_mel: 17.485492706298828 (17.615971565246582) | > loss_duration: 2.2991185188293457 (2.3509451389312743) | > loss_1: 32.41720199584961 (32.441558837890625)  --> STEP: 11 | > loss_disc: 2.8479819297790527 (2.450122659856623) | > loss_disc_real_0: 0.29242509603500366 (0.171203228560361) | > loss_disc_real_1: 0.22360645234584808 (0.20967209068211642) | > loss_disc_real_2: 0.2293528914451599 (0.20459975708614697) | > loss_disc_real_3: 0.25353315472602844 (0.22328606654297223) | > loss_disc_real_4: 0.21692155301570892 (0.22664860839193518) | > loss_disc_real_5: 0.3051539659500122 (0.2884207557548176) | > loss_0: 2.8479819297790527 (2.450122659856623) | > loss_gen: 2.278099775314331 (2.410457350990989) | > loss_kl: 4.054234027862549 (3.0633985562758013) | > loss_feat: 6.449863910675049 (7.028745737942782) | > loss_mel: 17.881927490234375 (17.64014937660911) | > loss_duration: 2.5343856811523438 (2.3676215518604624) | > loss_1: 33.198509216308594 (32.5103725086559)  --> STEP: 12 | > loss_disc: 2.6767783164978027 (2.4690106312433877) | > loss_disc_real_0: 0.1746448576450348 (0.1714900309840838) | > loss_disc_real_1: 0.24212132394313812 (0.21237619345386824) | > loss_disc_real_2: 0.27903035283088684 (0.21080230673154196) | > loss_disc_real_3: 0.2529834806919098 (0.22576085105538368) | > loss_disc_real_4: 0.21192307770252228 (0.2254214808344841) | > loss_disc_real_5: 0.19772012531757355 (0.28086236988504726) | > loss_0: 2.6767783164978027 (2.4690106312433877) | > loss_gen: 2.052267551422119 (2.380608201026916) | > loss_kl: 2.644207000732422 (3.0284659266471863) | > loss_feat: 5.236478805541992 (6.879390160242717) | > loss_mel: 16.50299835205078 (17.545386791229248) | > loss_duration: 2.2100491523742676 (2.3544905185699463) | > loss_1: 28.645999908447266 (32.18834145863851)  --> STEP: 13 | > loss_disc: 2.8962419033050537 (2.5018745752481313) | > loss_disc_real_0: 0.2529974579811096 (0.1777598330607781) | > loss_disc_real_1: 0.23356543481349945 (0.2140061350969168) | > loss_disc_real_2: 0.20818954706192017 (0.21060132521849412) | > loss_disc_real_3: 0.23609641194343567 (0.22655589420061845) | > loss_disc_real_4: 0.19974076747894287 (0.2234460413455963) | > loss_disc_real_5: 0.27283531427383423 (0.2802449040688001) | > loss_0: 2.8962419033050537 (2.5018745752481313) | > loss_gen: 1.82720148563385 (2.3380384536889878) | > loss_kl: 3.380391836166382 (3.055537150456355) | > loss_feat: 5.843697547912598 (6.799721497755784) | > loss_mel: 16.059961318969727 (17.431123293363132) | > loss_duration: 2.2841172218322754 (2.349077188051664) | > loss_1: 29.395368576049805 (31.97349739074707)  --> STEP: 14 | > loss_disc: 2.4031126499176025 (2.4948201520102367) | > loss_disc_real_0: 0.18519440293312073 (0.17829087376594543) | > loss_disc_real_1: 0.2646746039390564 (0.2176253114427839) | > loss_disc_real_2: 0.15532664954662323 (0.20665313409907476) | > loss_disc_real_3: 0.2143029123544693 (0.2256806812116078) | > loss_disc_real_4: 0.21456663310527802 (0.2228117978998593) | > loss_disc_real_5: 0.27541404962539673 (0.2798998430371284) | > loss_0: 2.4031126499176025 (2.4948201520102367) | > loss_gen: 2.488633871078491 (2.3487952692168093) | > loss_kl: 4.2754807472229 (3.142675978796823) | > loss_feat: 6.366644382476807 (6.768787418093) | > loss_mel: 17.762653350830078 (17.45480401175363) | > loss_duration: 2.3702332973480225 (2.3505883387156894) | > loss_1: 33.26364517211914 (32.06565080370222)  --> STEP: 15 | > loss_disc: 2.4848570823669434 (2.4941559473673505) | > loss_disc_real_0: 0.16481326520442963 (0.17739236652851104) | > loss_disc_real_1: 0.248153954744339 (0.21966055432955425) | > loss_disc_real_2: 0.1890120655298233 (0.2054770628611247) | > loss_disc_real_3: 0.19538016617298126 (0.22366064687569936) | > loss_disc_real_4: 0.20553389191627502 (0.22165993750095367) | > loss_disc_real_5: 0.2643279731273651 (0.2788617183764775) | > loss_0: 2.4848570823669434 (2.4941559473673505) | > loss_gen: 2.493633985519409 (2.3584511836369826) | > loss_kl: 2.92370867729187 (3.1280781586964923) | > loss_feat: 9.537678718566895 (6.953380171457926) | > loss_mel: 18.327054977416992 (17.512954076131187) | > loss_duration: 2.3760859966278076 (2.352288182576497) | > loss_1: 35.658164978027344 (32.305151748657224)  --> STEP: 16 | > loss_disc: 2.4817333221435547 (2.493379533290863) | > loss_disc_real_0: 0.2184620201587677 (0.1799592198804021) | > loss_disc_real_1: 0.23695531487464905 (0.22074147686362267) | > loss_disc_real_2: 0.22031553089618683 (0.20640446711331606) | > loss_disc_real_3: 0.20946164429187775 (0.2227732092142105) | > loss_disc_real_4: 0.20638984441757202 (0.22070555668324232) | > loss_disc_real_5: 0.22042058408260345 (0.2752091474831104) | > loss_0: 2.4817333221435547 (2.493379533290863) | > loss_gen: 2.2418301105499268 (2.3511623665690418) | > loss_kl: 3.112456798553467 (3.1271018236875534) | > loss_feat: 6.043054580688477 (6.896484822034836) | > loss_mel: 15.85662841796875 (17.409433722496036) | > loss_duration: 2.4144246578216553 (2.3561717122793198) | > loss_1: 29.66839599609375 (32.14035451412201)  --> STEP: 17 | > loss_disc: 2.4909374713897705 (2.493235882590799) | > loss_disc_real_0: 0.17228761315345764 (0.17950794889646418) | > loss_disc_real_1: 0.23982402682304382 (0.22186397980241215) | > loss_disc_real_2: 0.24974927306175232 (0.20895416158087113) | > loss_disc_real_3: 0.24543210864067078 (0.2241060856510611) | > loss_disc_real_4: 0.23895737528800964 (0.22177919307175806) | > loss_disc_real_5: 0.2951948642730713 (0.27638477788251986) | > loss_0: 2.4909374713897705 (2.493235882590799) | > loss_gen: 2.441821336746216 (2.356495247167699) | > loss_kl: 2.5420749187469482 (3.092688476338106) | > loss_feat: 5.512041091918945 (6.81504695555743) | > loss_mel: 17.261962890625 (17.400758967680094) | > loss_duration: 2.443887710571289 (2.3613314768847298) | > loss_1: 30.2017879486084 (32.026321186738855)  --> STEP: 18 | > loss_disc: 2.4609534740448 (2.491442415449354) | > loss_disc_real_0: 0.14859342575073242 (0.17779047538836798) | > loss_disc_real_1: 0.25886037945747375 (0.22391933533880445) | > loss_disc_real_2: 0.16010653972625732 (0.20624040481117037) | > loss_disc_real_3: 0.1791306883096695 (0.22160745246542823) | > loss_disc_real_4: 0.13443687558174133 (0.21692684210009044) | > loss_disc_real_5: 0.22385621070861816 (0.27346652415063644) | > loss_0: 2.4609534740448 (2.491442415449354) | > loss_gen: 2.120842218399048 (2.3434034122361074) | > loss_kl: 2.998816728591919 (3.0874733792410956) | > loss_feat: 8.879552841186523 (6.929741726981269) | > loss_mel: 16.66193962097168 (17.359713448418514) | > loss_duration: 2.2029643058776855 (2.352533300717672) | > loss_1: 32.86411666870117 (32.072865380181206)  --> STEP: 19 | > loss_disc: 2.4745709896087646 (2.4905544456682707) | > loss_disc_real_0: 0.3146495223045349 (0.1849935831207978) | > loss_disc_real_1: 0.26040464639663696 (0.22583961486816406) | > loss_disc_real_2: 0.15001823008060455 (0.20328134298324585) | > loss_disc_real_3: 0.1998223513364792 (0.22046086819548355) | > loss_disc_real_4: 0.2128102332353592 (0.2167101784756309) | > loss_disc_real_5: 0.24634568393230438 (0.2720391115075664) | > loss_0: 2.4745709896087646 (2.4905544456682707) | > loss_gen: 2.704118013381958 (2.3623883912437837) | > loss_kl: 2.1166820526123047 (3.036379098892212) | > loss_feat: 10.381868362426758 (7.111432602531032) | > loss_mel: 18.352184295654297 (17.411948756167767) | > loss_duration: 2.362222194671631 (2.353043242504722) | > loss_1: 35.91707229614258 (32.275192059968646)  --> STEP: 20 | > loss_disc: 2.596529722213745 (2.4958532094955443) | > loss_disc_real_0: 0.14227700233459473 (0.18285775408148766) | > loss_disc_real_1: 0.3018043339252472 (0.22963785082101823) | > loss_disc_real_2: 0.24786826968193054 (0.2055106893181801) | > loss_disc_real_3: 0.23872919380664825 (0.2213742844760418) | > loss_disc_real_4: 0.24744218587875366 (0.21824677884578705) | > loss_disc_real_5: 0.30760565400123596 (0.2738174386322499) | > loss_0: 2.596529722213745 (2.4958532094955443) | > loss_gen: 2.3894686698913574 (2.363742405176162) | > loss_kl: 2.534921169281006 (3.0113062024116517) | > loss_feat: 5.3496599197387695 (7.023343968391418) | > loss_mel: 15.348883628845215 (17.30879549980164) | > loss_duration: 2.3167471885681152 (2.3512284398078918) | > loss_1: 27.939682006835938 (32.058416557312015)  --> STEP: 21 | > loss_disc: 2.433744430541992 (2.4928956485929943) | > loss_disc_real_0: 0.10729604959487915 (0.17925957767736345) | > loss_disc_real_1: 0.20303891599178314 (0.22837123487676894) | > loss_disc_real_2: 0.2621822655200958 (0.2082093358039856) | > loss_disc_real_3: 0.2622014582157135 (0.22331843560650236) | > loss_disc_real_4: 0.2281801402568817 (0.2187197960558392) | > loss_disc_real_5: 0.2689177095890045 (0.27358411820161915) | > loss_0: 2.433744430541992 (2.4928956485929943) | > loss_gen: 2.4732468128204346 (2.36895690077827) | > loss_kl: 2.158543586730957 (2.970698458807809) | > loss_feat: 6.540502548217773 (7.000351519811721) | > loss_mel: 15.928154945373535 (17.243050711495542) | > loss_duration: 2.199251651763916 (2.343991449901036) | > loss_1: 29.299699783325195 (31.92704909188407)  --> STEP: 22 | > loss_disc: 2.5869457721710205 (2.4971706542101773) | > loss_disc_real_0: 0.18608330190181732 (0.17956974696029315) | > loss_disc_real_1: 0.27171561121940613 (0.23034143380143426) | > loss_disc_real_2: 0.2860294580459595 (0.21174661408771167) | > loss_disc_real_3: 0.22494708001613617 (0.22339246489784934) | > loss_disc_real_4: 0.28114867210388184 (0.22155747223984112) | > loss_disc_real_5: 0.28608042001724243 (0.27415213192051113) | > loss_0: 2.5869457721710205 (2.4971706542101773) | > loss_gen: 2.4022579193115234 (2.3704705834388724) | > loss_kl: 1.8964855670928955 (2.9218706000934946) | > loss_feat: 5.5743231773376465 (6.935532049699263) | > loss_mel: 15.747692108154297 (17.17507986588912) | > loss_duration: 2.207548141479492 (2.3377894813364204) | > loss_1: 27.82830810546875 (31.740742683410645)  --> STEP: 23 | > loss_disc: 2.5828940868377686 (2.5008977599765942) | > loss_disc_real_0: 0.19268107414245605 (0.18013980466386545) | > loss_disc_real_1: 0.21822795271873474 (0.2298147607108821) | > loss_disc_real_2: 0.2686603367328644 (0.2142211237679357) | > loss_disc_real_3: 0.27009034156799316 (0.22542280736176865) | > loss_disc_real_4: 0.2210557758808136 (0.22153565935466601) | > loss_disc_real_5: 0.2991131842136383 (0.2752373950636906) | > loss_0: 2.5828940868377686 (2.5008977599765942) | > loss_gen: 2.3274574279785156 (2.368600446244944) | > loss_kl: 2.478853225708008 (2.902608975120213) | > loss_feat: 6.2178874015808105 (6.904330108476722) | > loss_mel: 16.785327911376953 (17.158134128736418) | > loss_duration: 2.2884600162506104 (2.3356447219848633) | > loss_1: 30.097986221313477 (31.669318489406418)  --> STEP: 24 | > loss_disc: 2.6287903785705566 (2.5062266190846763) | > loss_disc_real_0: 0.19082888960838318 (0.18058518320322037) | > loss_disc_real_1: 0.1993437111377716 (0.22854513364533582) | > loss_disc_real_2: 0.24566550552845 (0.21553130634129047) | > loss_disc_real_3: 0.20613980293273926 (0.22461934884389242) | > loss_disc_real_4: 0.21517905592918396 (0.22127080087860426) | > loss_disc_real_5: 0.22167392075061798 (0.27300558363397925) | > loss_0: 2.6287903785705566 (2.5062266190846763) | > loss_gen: 1.9909096956253052 (2.3528633316357923) | > loss_kl: 2.4015419483184814 (2.8817311823368073) | > loss_feat: 4.458273887634277 (6.802411099274953) | > loss_mel: 17.275774002075195 (17.163035790125534) | > loss_duration: 2.4201133251190186 (2.3391642471154532) | > loss_1: 28.546611785888672 (31.53920571009318)  --> STEP: 25 | > loss_disc: 2.5404982566833496 (2.507597484588623) | > loss_disc_real_0: 0.219856858253479 (0.1821560502052307) | > loss_disc_real_1: 0.21568506956100464 (0.2280307310819626) | > loss_disc_real_2: 0.26265284419059753 (0.21741616785526274) | > loss_disc_real_3: 0.22760622203350067 (0.22473882377147675) | > loss_disc_real_4: 0.23047791421413422 (0.22163908541202545) | > loss_disc_real_5: 0.3196493685245514 (0.27487133502960215) | > loss_0: 2.5404982566833496 (2.507597484588623) | > loss_gen: 2.3973565101623535 (2.3546430587768548) | > loss_kl: 2.851341724395752 (2.880515604019165) | > loss_feat: 5.988157272338867 (6.76984094619751) | > loss_mel: 16.676115036010742 (17.14355895996094) | > loss_duration: 2.4107556343078613 (2.3420279026031494) | > loss_1: 30.3237247467041 (31.490586471557616)  --> STEP: 26 | > loss_disc: 2.5920400619506836 (2.5108452760256252) | > loss_disc_real_0: 0.4816390872001648 (0.19367462855118972) | > loss_disc_real_1: 0.1850142776966095 (0.22637625210560286) | > loss_disc_real_2: 0.20914340019226074 (0.21709798448360884) | > loss_disc_real_3: 0.22019554674625397 (0.22456408234742972) | > loss_disc_real_4: 0.1295136660337448 (0.21809580005132234) | > loss_disc_real_5: 0.12862280011177063 (0.2692463913789163) | > loss_0: 2.5920400619506836 (2.5108452760256252) | > loss_gen: 2.8458786010742188 (2.3735367334805995) | > loss_kl: 2.1751387119293213 (2.853385723554171) | > loss_feat: 15.1890869140625 (7.093658098807702) | > loss_mel: 18.49595069885254 (17.19557402684139) | > loss_duration: 2.3274760246276855 (2.3414682149887085) | > loss_1: 41.033531188964844 (31.85762280684251) --> EVAL PERFORMANCE | > avg_loader_time: 0.002415638703566332 (-2.4823042062611846e-05) | > avg_loss_disc: 2.5108452760256252 (+0.051944659306452756) | > avg_loss_disc_real_0: 0.19367462855118972 (+0.009889811277389526) | > avg_loss_disc_real_1: 0.22637625210560286 (-0.027433598270783066) | > avg_loss_disc_real_2: 0.21709798448360884 (+0.013220889063981861) | > avg_loss_disc_real_3: 0.22456408234742972 (-0.025584287368334263) | > avg_loss_disc_real_4: 0.21809580005132234 (-0.04121976001904554) | > avg_loss_disc_real_5: 0.2692463913789163 (+0.03380913058152574) | > avg_loss_0: 2.5108452760256252 (+0.051944659306452756) | > avg_loss_gen: 2.3735367334805995 (-0.11865931290846676) | > avg_loss_kl: 2.853385723554171 (-0.24201891972468426) | > avg_loss_feat: 7.093658098807702 (+0.5175262597891006) | > avg_loss_mel: 17.19557402684139 (-0.1565794944763148) | > avg_loss_duration: 2.3414682149887085 (-0.015233003176175597) | > avg_loss_1: 31.85762280684251 (-0.014964470496543925)  > EPOCH: 808/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 02:59:40)   --> TIME: 2024-06-12 02:59:45 -- STEP: 9/330 -- GLOBAL_STEP: 354650 | > loss_disc: 2.3384790420532227 (2.2842174106174045) | > loss_disc_real_0: 0.06896873563528061 (0.09554496159156163) | > loss_disc_real_1: 0.17858155071735382 (0.17952029903729758) | > loss_disc_real_2: 0.22321675717830658 (0.20133651793003082) | > loss_disc_real_3: 0.21393164992332458 (0.2302319457133611) | > loss_disc_real_4: 0.24360474944114685 (0.22732519606749216) | > loss_disc_real_5: 0.25995704531669617 (0.23252329561445448) | > loss_0: 2.3384790420532227 (2.2842174106174045) | > grad_norm_0: tensor(8.7064, device='cuda:0') (tensor(7.3875, device='cuda:0')) | > loss_gen: 2.5808768272399902 (2.509560955895318) | > loss_kl: 1.7189297676086426 (1.8505825334125094) | > loss_feat: 6.842567443847656 (6.883123026953803) | > loss_mel: 17.85871124267578 (17.949960496690537) | > loss_duration: 2.0375618934631348 (2.103779421912299) | > loss_1: 31.038646697998047 (31.297006395128037) | > grad_norm_1: tensor(57.6396, device='cuda:0') (tensor(85.8894, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3772 (0.37431759304470485) | > loader_time: 0.0035 (0.0032203197479248047)  --> TIME: 2024-06-12 02:59:54 -- STEP: 34/330 -- GLOBAL_STEP: 354675 | > loss_disc: 2.3203365802764893 (2.333702283747055) | > loss_disc_real_0: 0.10621392726898193 (0.10458673712085276) | > loss_disc_real_1: 0.21489249169826508 (0.19351917680572062) | > loss_disc_real_2: 0.20289850234985352 (0.20713767058709087) | > loss_disc_real_3: 0.21416890621185303 (0.2287639559191816) | > loss_disc_real_4: 0.20143099129199982 (0.22994139746708028) | > loss_disc_real_5: 0.2256210297346115 (0.2256085447528783) | > loss_0: 2.3203365802764893 (2.333702283747055) | > grad_norm_0: tensor(7.0224, device='cuda:0') (tensor(7.7337, device='cuda:0')) | > loss_gen: 2.4418485164642334 (2.4854811640346752) | > loss_kl: 1.9383859634399414 (1.9279768642257242) | > loss_feat: 7.242598056793213 (6.873339596916647) | > loss_mel: 17.241865158081055 (17.488130008473114) | > loss_duration: 2.010664939880371 (2.0107793211936955) | > loss_1: 30.875362396240234 (30.78570696886848) | > grad_norm_1: tensor(64.7288, device='cuda:0') (tensor(82.0683, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3697 (0.3698993781033684) | > loader_time: 0.0031 (0.0033069849014282227)  --> TIME: 2024-06-12 03:00:04 -- STEP: 59/330 -- GLOBAL_STEP: 354700 | > loss_disc: 2.259392738342285 (2.337031303826025) | > loss_disc_real_0: 0.11247359961271286 (0.10607058302325717) | > loss_disc_real_1: 0.16621258854866028 (0.1952895155902636) | > loss_disc_real_2: 0.2170279324054718 (0.20857233364703293) | > loss_disc_real_3: 0.18397526443004608 (0.22774975102836803) | > loss_disc_real_4: 0.1971893012523651 (0.2303415741455757) | > loss_disc_real_5: 0.2163839489221573 (0.2246061949911764) | > loss_0: 2.259392738342285 (2.337031303826025) | > grad_norm_0: tensor(5.5796, device='cuda:0') (tensor(7.2539, device='cuda:0')) | > loss_gen: 2.467848300933838 (2.48799017324286) | > loss_kl: 1.9388749599456787 (1.9162101462735968) | > loss_feat: 7.935028553009033 (6.993461641214662) | > loss_mel: 16.5926513671875 (17.40733657448979) | > loss_duration: 1.9520196914672852 (1.9916518179036808) | > loss_1: 30.88642120361328 (30.796650320796644) | > grad_norm_1: tensor(57.4893, device='cuda:0') (tensor(73.2775, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.368 (0.36607540259927007) | > loader_time: 0.0035 (0.0034362865706621592)  --> TIME: 2024-06-12 03:00:13 -- STEP: 84/330 -- GLOBAL_STEP: 354725 | > loss_disc: 2.303424835205078 (2.34367743560246) | > loss_disc_real_0: 0.09806815534830093 (0.10693030077077094) | > loss_disc_real_1: 0.1891678273677826 (0.1944386987459092) | > loss_disc_real_2: 0.20481283962726593 (0.20822775044611522) | > loss_disc_real_3: 0.2171502262353897 (0.22887465978662172) | > loss_disc_real_4: 0.23009361326694489 (0.23117577213616597) | > loss_disc_real_5: 0.23801778256893158 (0.22517250566965058) | > loss_0: 2.303424835205078 (2.34367743560246) | > grad_norm_0: tensor(16.7613, device='cuda:0') (tensor(7.6884, device='cuda:0')) | > loss_gen: 2.4583911895751953 (2.4796810462361285) | > loss_kl: 2.0078024864196777 (1.953365446556182) | > loss_feat: 6.658079147338867 (6.998578270276387) | > loss_mel: 17.180978775024414 (17.37069143567767) | > loss_duration: 2.0492475032806396 (1.9864801097483866) | > loss_1: 30.35449981689453 (30.78879635674613) | > grad_norm_1: tensor(84.9279, device='cuda:0') (tensor(78.6154, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3783 (0.37172768797193256) | > loader_time: 0.0036 (0.0035878902389889673)  --> TIME: 2024-06-12 03:00:23 -- STEP: 109/330 -- GLOBAL_STEP: 354750 | > loss_disc: 2.4418957233428955 (2.348717693888812) | > loss_disc_real_0: 0.11753441393375397 (0.10839090797059033) | > loss_disc_real_1: 0.1689886599779129 (0.19419397796512744) | > loss_disc_real_2: 0.22504320740699768 (0.2088974570735879) | > loss_disc_real_3: 0.2258894145488739 (0.2295784240742342) | > loss_disc_real_4: 0.24841098487377167 (0.23297467321977702) | > loss_disc_real_5: 0.22361449897289276 (0.22554285783286487) | > loss_0: 2.4418957233428955 (2.348717693888812) | > grad_norm_0: tensor(6.3246, device='cuda:0') (tensor(7.7041, device='cuda:0')) | > loss_gen: 2.503737449645996 (2.477585998150187) | > loss_kl: 2.139456272125244 (1.978868223111564) | > loss_feat: 6.926037311553955 (6.9892146827977735) | > loss_mel: 17.582141876220703 (17.299198203130604) | > loss_duration: 1.9402046203613281 (1.9885154317278384) | > loss_1: 31.09157943725586 (30.73338254876093) | > grad_norm_1: tensor(48.1897, device='cuda:0') (tensor(82.0925, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3656 (0.3730469712423622) | > loader_time: 0.0038 (0.003702988318347056)  --> TIME: 2024-06-12 03:00:33 -- STEP: 134/330 -- GLOBAL_STEP: 354775 | > loss_disc: 2.374316692352295 (2.358715270882221) | > loss_disc_real_0: 0.13211381435394287 (0.1106748709927744) | > loss_disc_real_1: 0.2567146122455597 (0.19530799473399546) | > loss_disc_real_2: 0.24142634868621826 (0.210416144621906) | > loss_disc_real_3: 0.22224488854408264 (0.22949163093050914) | > loss_disc_real_4: 0.23249566555023193 (0.232679302679069) | > loss_disc_real_5: 0.2164088636636734 (0.2257368959375282) | > loss_0: 2.374316692352295 (2.358715270882221) | > grad_norm_0: tensor(20.4923, device='cuda:0') (tensor(8.4796, device='cuda:0')) | > loss_gen: 2.521514892578125 (2.470865110852825) | > loss_kl: 2.1308493614196777 (1.9779408013642723) | > loss_feat: 7.155831813812256 (6.957133147253919) | > loss_mel: 17.63302230834961 (17.307626055247756) | > loss_duration: 2.010451078414917 (1.9929048765951127) | > loss_1: 31.451669692993164 (30.70647001978177) | > grad_norm_1: tensor(312.9823, device='cuda:0') (tensor(88.8618, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3745 (0.37432678066082853) | > loader_time: 0.0038 (0.0038023671107505685)  --> TIME: 2024-06-12 03:00:43 -- STEP: 159/330 -- GLOBAL_STEP: 354800 | > loss_disc: 2.2907869815826416 (2.3585873774762423) | > loss_disc_real_0: 0.09325829148292542 (0.11141118838352228) | > loss_disc_real_1: 0.15866555273532867 (0.1949164999543497) | > loss_disc_real_2: 0.1808660924434662 (0.21038655327551026) | > loss_disc_real_3: 0.22805063426494598 (0.22942493331132444) | > loss_disc_real_4: 0.22882214188575745 (0.2324804643040183) | > loss_disc_real_5: 0.24657368659973145 (0.22578342765007378) | > loss_0: 2.2907869815826416 (2.3585873774762423) | > grad_norm_0: tensor(16.9748, device='cuda:0') (tensor(9.8599, device='cuda:0')) | > loss_gen: 2.6512069702148438 (2.468758858974623) | > loss_kl: 2.0473058223724365 (1.9796093297454547) | > loss_feat: 6.983918190002441 (6.953396410312292) | > loss_mel: 16.959197998046875 (17.30112933512755) | > loss_duration: 2.0118484497070312 (1.9970736736021701) | > loss_1: 30.65347671508789 (30.69996759426669) | > grad_norm_1: tensor(201.4881, device='cuda:0') (tensor(110.5085, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.4103 (0.37674328366165655) | > loader_time: 0.0042 (0.003872177136019341)  --> TIME: 2024-06-12 03:00:53 -- STEP: 184/330 -- GLOBAL_STEP: 354825 | > loss_disc: 2.4630508422851562 (2.363649872334108) | > loss_disc_real_0: 0.09683039039373398 (0.11262834128802238) | > loss_disc_real_1: 0.17526938021183014 (0.19506036020491446) | > loss_disc_real_2: 0.2094164788722992 (0.21124273830133938) | > loss_disc_real_3: 0.25998958945274353 (0.22953678942892863) | > loss_disc_real_4: 0.26636365056037903 (0.2329273791578801) | > loss_disc_real_5: 0.21902215480804443 (0.22593874597679015) | > loss_0: 2.4630508422851562 (2.363649872334108) | > grad_norm_0: tensor(21.2257, device='cuda:0') (tensor(10.2964, device='cuda:0')) | > loss_gen: 2.274730682373047 (2.465066742637881) | > loss_kl: 2.036533832550049 (1.9904032757748729) | > loss_feat: 6.168548107147217 (6.958735002123791) | > loss_mel: 16.70414161682129 (17.261059035425607) | > loss_duration: 2.0430521965026855 (2.004091762330222) | > loss_1: 29.227006912231445 (30.679355828658395) | > grad_norm_1: tensor(196.0877, device='cuda:0') (tensor(119.0837, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3823 (0.37834628250287944) | > loader_time: 0.0042 (0.003955933062926582)  --> TIME: 2024-06-12 03:01:03 -- STEP: 209/330 -- GLOBAL_STEP: 354850 | > loss_disc: 2.447333812713623 (2.3671918440093282) | > loss_disc_real_0: 0.13321715593338013 (0.11408937747398631) | > loss_disc_real_1: 0.1961236596107483 (0.19526547336122077) | > loss_disc_real_2: 0.1896204799413681 (0.21107392198446268) | > loss_disc_real_3: 0.2227153480052948 (0.2297473950534346) | > loss_disc_real_4: 0.2144469916820526 (0.23330003550748504) | > loss_disc_real_5: 0.2197723090648651 (0.22568088677226072) | > loss_0: 2.447333812713623 (2.3671918440093282) | > grad_norm_0: tensor(61.0969, device='cuda:0') (tensor(11.8475, device='cuda:0')) | > loss_gen: 2.365912914276123 (2.46094147212197) | > loss_kl: 2.0673301219940186 (1.9995079559572575) | > loss_feat: 6.682684898376465 (6.937734243402071) | > loss_mel: 16.302236557006836 (17.2028404902043) | > loss_duration: 2.1135215759277344 (2.0122254721856008) | > loss_1: 29.531686782836914 (30.613249637293475) | > grad_norm_1: tensor(489.6950, device='cuda:0') (tensor(135.1783, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.3963 (0.3807320708863474) | > loader_time: 0.0049 (0.0040368246689937905)  --> TIME: 2024-06-12 03:01:13 -- STEP: 234/330 -- GLOBAL_STEP: 354875 | > loss_disc: 2.264760971069336 (2.369658405964193) | > loss_disc_real_0: 0.10290049761533737 (0.11593004112314974) | > loss_disc_real_1: 0.20189127326011658 (0.1956248680113728) | > loss_disc_real_2: 0.19999553263187408 (0.21125216043403008) | > loss_disc_real_3: 0.22116903960704803 (0.229515912823188) | > loss_disc_real_4: 0.22501973807811737 (0.2329322086312832) | > loss_disc_real_5: 0.1771751046180725 (0.224624508084395) | > loss_0: 2.264760971069336 (2.369658405964193) | > grad_norm_0: tensor(26.7534, device='cuda:0') (tensor(14.1664, device='cuda:0')) | > loss_gen: 2.7195098400115967 (2.466221570968625) | > loss_kl: 2.098184585571289 (2.0057946061476684) | > loss_feat: 7.140289783477783 (6.93214523486602) | > loss_mel: 16.27591323852539 (17.156578524499892) | > loss_duration: 2.093313694000244 (2.020962414069054) | > loss_1: 30.32720947265625 (30.58170236277784) | > grad_norm_1: tensor(373.8308, device='cuda:0') (tensor(162.7199, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.4129 (0.3833315637376575) | > loader_time: 0.0054 (0.004153290365496254)  --> TIME: 2024-06-12 03:01:24 -- STEP: 259/330 -- GLOBAL_STEP: 354900 | > loss_disc: 2.4229187965393066 (2.3709692918195704) | > loss_disc_real_0: 0.09721415489912033 (0.11707201364187661) | > loss_disc_real_1: 0.17109863460063934 (0.1954640196096944) | > loss_disc_real_2: 0.21568825840950012 (0.2115136361950613) | > loss_disc_real_3: 0.22477330267429352 (0.2297652981686316) | > loss_disc_real_4: 0.23522913455963135 (0.23268312164024957) | > loss_disc_real_5: 0.1918761134147644 (0.22417956038331432) | > loss_0: 2.4229187965393066 (2.3709692918195704) | > grad_norm_0: tensor(26.1025, device='cuda:0') (tensor(16.7215, device='cuda:0')) | > loss_gen: 2.759830951690674 (2.469709663317468) | > loss_kl: 2.0435943603515625 (2.0098159906947015) | > loss_feat: 6.860525131225586 (6.938562498129473) | > loss_mel: 16.494279861450195 (17.11609440144426) | > loss_duration: 2.1296188831329346 (2.0290035349982127) | > loss_1: 30.28784942626953 (30.563186107915342) | > grad_norm_1: tensor(601.8431, device='cuda:0') (tensor(188.0243, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.4203 (0.38758847612211617) | > loader_time: 0.0066 (0.0042900357927594885)  --> TIME: 2024-06-12 03:01:36 -- STEP: 284/330 -- GLOBAL_STEP: 354925 | > loss_disc: 2.33564829826355 (2.3739335453006594) | > loss_disc_real_0: 0.12559285759925842 (0.11882226116640467) | > loss_disc_real_1: 0.23921552300453186 (0.19590355319456326) | > loss_disc_real_2: 0.19824939966201782 (0.21187694171364876) | > loss_disc_real_3: 0.19212967157363892 (0.22965887939216387) | > loss_disc_real_4: 0.22841687500476837 (0.23265124500637324) | > loss_disc_real_5: 0.2223312109708786 (0.22388515422041988) | > loss_0: 2.33564829826355 (2.3739335453006594) | > grad_norm_0: tensor(30.4163, device='cuda:0') (tensor(19.0127, device='cuda:0')) | > loss_gen: 2.545954942703247 (2.4689404242475246) | > loss_kl: 1.9437980651855469 (2.0164375321965817) | > loss_feat: 6.537980079650879 (6.933310936874067) | > loss_mel: 16.63414192199707 (17.07744145057572) | > loss_duration: 2.166168451309204 (2.0388379327847925) | > loss_1: 29.828044891357422 (30.534968302283488) | > grad_norm_1: tensor(516.7966, device='cuda:0') (tensor(208.4319, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.447 (0.392560491259669) | > loader_time: 0.0061 (0.004422395162179437)  --> TIME: 2024-06-12 03:01:48 -- STEP: 309/330 -- GLOBAL_STEP: 354950 | > loss_disc: 2.3694136142730713 (2.374389737169335) | > loss_disc_real_0: 0.12563717365264893 (0.1196387236799237) | > loss_disc_real_1: 0.18762335181236267 (0.19630470997307303) | > loss_disc_real_2: 0.22262372076511383 (0.21169097311674198) | > loss_disc_real_3: 0.23418565094470978 (0.22961394421298142) | > loss_disc_real_4: 0.17643442749977112 (0.23273181384821154) | > loss_disc_real_5: 0.18996210396289825 (0.22395774235038696) | > loss_0: 2.3694136142730713 (2.374389737169335) | > grad_norm_0: tensor(28.0755, device='cuda:0') (tensor(19.8357, device='cuda:0')) | > loss_gen: 2.393380880355835 (2.4677407587230378) | > loss_kl: 2.061004638671875 (2.0203351125748026) | > loss_feat: 7.937263011932373 (6.945324177109308) | > loss_mel: 16.655282974243164 (17.020080495420803) | > loss_duration: 2.21806001663208 (2.050744376522052) | > loss_1: 31.264991760253906 (30.50422493771056) | > grad_norm_1: tensor(514.1105, device='cuda:0') (tensor(223.6739, device='cuda:0')) | > current_lr_0: 0.00018078546527020527 | > current_lr_1: 0.00018078546527020527 | > step_time: 0.5034 (0.39940087232003313) | > loader_time: 0.008 (0.004595799739306801)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4311795234680176 (2.4311795234680176) | > loss_disc_real_0: 0.1865561306476593 (0.1865561306476593) | > loss_disc_real_1: 0.10217186063528061 (0.10217186063528061) | > loss_disc_real_2: 0.20591668784618378 (0.20591668784618378) | > loss_disc_real_3: 0.23683221638202667 (0.23683221638202667) | > loss_disc_real_4: 0.2856851816177368 (0.2856851816177368) | > loss_disc_real_5: 0.21705561876296997 (0.21705561876296997) | > loss_0: 2.4311795234680176 (2.4311795234680176) | > loss_gen: 2.243741750717163 (2.243741750717163) | > loss_kl: 1.7272391319274902 (1.7272391319274902) | > loss_feat: 7.459461212158203 (7.459461212158203) | > loss_mel: 18.0400333404541 (18.0400333404541) | > loss_duration: 3.0924203395843506 (3.0924203395843506) | > loss_1: 32.562896728515625 (32.562896728515625)  --> STEP: 1 | > loss_disc: 2.2640297412872314 (2.2640297412872314) | > loss_disc_real_0: 0.0843488872051239 (0.0843488872051239) | > loss_disc_real_1: 0.1336538940668106 (0.1336538940668106) | > loss_disc_real_2: 0.16231773793697357 (0.16231773793697357) | > loss_disc_real_3: 0.17757423222064972 (0.17757423222064972) | > loss_disc_real_4: 0.21243911981582642 (0.21243911981582642) | > loss_disc_real_5: 0.16388733685016632 (0.16388733685016632) | > loss_0: 2.2640297412872314 (2.2640297412872314) | > loss_gen: 2.1143782138824463 (2.1143782138824463) | > loss_kl: 2.737398386001587 (2.737398386001587) | > loss_feat: 6.89019250869751 (6.89019250869751) | > loss_mel: 17.464202880859375 (17.464202880859375) | > loss_duration: 2.4273812770843506 (2.4273812770843506) | > loss_1: 31.63355255126953 (31.63355255126953)  --> STEP: 2 | > loss_disc: 2.1929965019226074 (2.2285131216049194) | > loss_disc_real_0: 0.11624022573232651 (0.1002945564687252) | > loss_disc_real_1: 0.12768720090389252 (0.13067054748535156) | > loss_disc_real_2: 0.12716348469257355 (0.14474061131477356) | > loss_disc_real_3: 0.19946305453777313 (0.18851864337921143) | > loss_disc_real_4: 0.19722650945186615 (0.20483281463384628) | > loss_disc_real_5: 0.1452459692955017 (0.15456665307283401) | > loss_0: 2.1929965019226074 (2.2285131216049194) | > loss_gen: 2.1813724040985107 (2.1478753089904785) | > loss_kl: 3.0709424018859863 (2.9041703939437866) | > loss_feat: 6.8832688331604 (6.886730670928955) | > loss_mel: 18.702573776245117 (18.083388328552246) | > loss_duration: 2.551163673400879 (2.4892724752426147) | > loss_1: 33.389320373535156 (32.511436462402344)  --> STEP: 3 | > loss_disc: 2.5876710414886475 (2.3482324282328286) | > loss_disc_real_0: 0.08186689019203186 (0.09415200104316075) | > loss_disc_real_1: 0.13136155903339386 (0.13090088466803232) | > loss_disc_real_2: 0.15705695748329163 (0.14884606003761292) | > loss_disc_real_3: 0.2365560382604599 (0.2045311083396276) | > loss_disc_real_4: 0.2510710060596466 (0.22024554510911307) | > loss_disc_real_5: 0.24358180165290833 (0.1842383692661921) | > loss_0: 2.5876710414886475 (2.3482324282328286) | > loss_gen: 1.8516427278518677 (2.0491311152776084) | > loss_kl: 3.079103469848633 (2.962481419245402) | > loss_feat: 6.944129943847656 (6.9058637619018555) | > loss_mel: 17.965255737304688 (18.044010798136394) | > loss_duration: 2.33804988861084 (2.4388649463653564) | > loss_1: 32.17818069458008 (32.400351206461586)  --> STEP: 4 | > loss_disc: 2.3373398780822754 (2.3455092906951904) | > loss_disc_real_0: 0.14755883812904358 (0.10750371031463146) | > loss_disc_real_1: 0.17776010930538177 (0.1426156908273697) | > loss_disc_real_2: 0.18057312071323395 (0.15677782520651817) | > loss_disc_real_3: 0.1878986805677414 (0.20037300139665604) | > loss_disc_real_4: 0.1503770351409912 (0.2027784176170826) | > loss_disc_real_5: 0.17139403522014618 (0.18102728575468063) | > loss_0: 2.3373398780822754 (2.3455092906951904) | > loss_gen: 1.992535948753357 (2.0349823236465454) | > loss_kl: 3.680635929107666 (3.142020046710968) | > loss_feat: 6.536247730255127 (6.813459753990173) | > loss_mel: 16.414976119995117 (17.636752128601074) | > loss_duration: 2.4396181106567383 (2.439053237438202) | > loss_1: 31.064014434814453 (32.066267013549805)  --> STEP: 5 | > loss_disc: 2.5026192665100098 (2.3769312858581544) | > loss_disc_real_0: 0.1900808960199356 (0.12401914745569229) | > loss_disc_real_1: 0.21663498878479004 (0.15741955041885375) | > loss_disc_real_2: 0.16568587720394135 (0.1585594356060028) | > loss_disc_real_3: 0.25055259466171265 (0.21040892004966735) | > loss_disc_real_4: 0.26318174600601196 (0.21485908329486847) | > loss_disc_real_5: 0.2687819302082062 (0.19857821464538575) | > loss_0: 2.5026192665100098 (2.3769312858581544) | > loss_gen: 2.206071376800537 (2.069200134277344) | > loss_kl: 2.501835823059082 (3.013983201980591) | > loss_feat: 4.905435562133789 (6.431854915618897) | > loss_mel: 18.393770217895508 (17.78815574645996) | > loss_duration: 2.3633856773376465 (2.4239197254180906) | > loss_1: 30.370498657226562 (31.727113342285158)  --> STEP: 6 | > loss_disc: 2.595456600189209 (2.4133521715799966) | > loss_disc_real_0: 0.13956153392791748 (0.12660954520106316) | > loss_disc_real_1: 0.1483970731496811 (0.15591580420732498) | > loss_disc_real_2: 0.24303947389125824 (0.17263944198687872) | > loss_disc_real_3: 0.30667179822921753 (0.22645273307959238) | > loss_disc_real_4: 0.2466154396533966 (0.22015180935462317) | > loss_disc_real_5: 0.27016308903694153 (0.21050902704397836) | > loss_0: 2.595456600189209 (2.4133521715799966) | > loss_gen: 2.152287721633911 (2.0830480655034385) | > loss_kl: 3.06604266166687 (3.0226597785949707) | > loss_feat: 4.85810661315918 (6.16956353187561) | > loss_mel: 17.413557052612305 (17.725722630818684) | > loss_duration: 2.173757314682007 (2.38222599029541) | > loss_1: 29.663753509521484 (31.383220036824543)  --> STEP: 7 | > loss_disc: 2.4688191413879395 (2.421276024409703) | > loss_disc_real_0: 0.16650322079658508 (0.13230864171470916) | > loss_disc_real_1: 0.1819353848695755 (0.15963288715907506) | > loss_disc_real_2: 0.2306121587753296 (0.18092125867094314) | > loss_disc_real_3: 0.2982074022293091 (0.23670340010098048) | > loss_disc_real_4: 0.2389744371175766 (0.22284075617790222) | > loss_disc_real_5: 0.25803619623184204 (0.21729862264224462) | > loss_0: 2.4688191413879395 (2.421276024409703) | > loss_gen: 2.3209621906280518 (2.1170357976640974) | > loss_kl: 4.308725833892822 (3.2063835007803783) | > loss_feat: 6.23980712890625 (6.179598331451416) | > loss_mel: 17.16623878479004 (17.645796367100306) | > loss_duration: 2.5688648223876953 (2.408888680594308) | > loss_1: 32.60459899902344 (31.5577027457101)  --> STEP: 8 | > loss_disc: 2.2890541553497314 (2.4047482907772064) | > loss_disc_real_0: 0.05983481928706169 (0.12324941391125323) | > loss_disc_real_1: 0.14690549671649933 (0.1580419633537531) | > loss_disc_real_2: 0.16568320989608765 (0.1790165025740862) | > loss_disc_real_3: 0.24237513542175293 (0.23741236701607704) | > loss_disc_real_4: 0.18914245069026947 (0.21862846799194813) | > loss_disc_real_5: 0.16813592612743378 (0.21115328557789326) | > loss_0: 2.2890541553497314 (2.4047482907772064) | > loss_gen: 2.046457052230835 (2.1082134544849396) | > loss_kl: 3.2251100540161133 (3.208724319934845) | > loss_feat: 9.541027069091797 (6.599776923656464) | > loss_mel: 19.69816780090332 (17.902342796325684) | > loss_duration: 2.3276424407958984 (2.398732900619507) | > loss_1: 36.838401794433594 (32.21779012680054)  --> STEP: 9 | > loss_disc: 2.508026361465454 (2.4162236319647894) | > loss_disc_real_0: 0.10448135435581207 (0.12116407396064864) | > loss_disc_real_1: 0.13413821160793304 (0.15538599093755087) | > loss_disc_real_2: 0.19638501107692719 (0.18094633685217965) | > loss_disc_real_3: 0.2439214140176773 (0.2381355944606993) | > loss_disc_real_4: 0.2674708366394043 (0.22405539784166548) | > loss_disc_real_5: 0.22125069797039032 (0.2122752202881707) | > loss_0: 2.508026361465454 (2.4162236319647894) | > loss_gen: 2.1491127014160156 (2.1127578152550592) | > loss_kl: 2.8889553546905518 (3.1731944349077015) | > loss_feat: 7.408868789672852 (6.6896760198805065) | > loss_mel: 17.33521270751953 (17.83932834201389) | > loss_duration: 2.183192014694214 (2.374783913294474) | > loss_1: 31.965341567993164 (32.18974028693305)  --> STEP: 10 | > loss_disc: 2.5580806732177734 (2.430409336090088) | > loss_disc_real_0: 0.16254925727844238 (0.12530259229242802) | > loss_disc_real_1: 0.17659644782543182 (0.15750703662633897) | > loss_disc_real_2: 0.20580346882343292 (0.18343205004930496) | > loss_disc_real_3: 0.2670784592628479 (0.24102988094091415) | > loss_disc_real_4: 0.24661102890968323 (0.22631096094846725) | > loss_disc_real_5: 0.2161969542503357 (0.2126673936843872) | > loss_0: 2.5580806732177734 (2.430409336090088) | > loss_gen: 2.312448740005493 (2.1327269077301025) | > loss_kl: 2.6145272254943848 (3.1173277139663695) | > loss_feat: 7.523487091064453 (6.773057126998902) | > loss_mel: 17.128154754638672 (17.76821098327637) | > loss_duration: 2.374586820602417 (2.3747642040252686) | > loss_1: 31.953203201293945 (32.16608657836914)  --> STEP: 11 | > loss_disc: 2.3566651344299316 (2.423705317757346) | > loss_disc_real_0: 0.07771486788988113 (0.12097643552856012) | > loss_disc_real_1: 0.1775416135787964 (0.15932836180383508) | > loss_disc_real_2: 0.18654084205627441 (0.183714667504484) | > loss_disc_real_3: 0.2349584996700287 (0.24047793718901547) | > loss_disc_real_4: 0.21661540865898132 (0.22542954710396854) | > loss_disc_real_5: 0.20948350429534912 (0.21237794919447464) | > loss_0: 2.3566651344299316 (2.423705317757346) | > loss_gen: 2.1761817932128906 (2.1366773518649014) | > loss_kl: 3.3951117992401123 (3.142580812627619) | > loss_feat: 6.488924026489258 (6.747226845134389) | > loss_mel: 15.744421005249023 (17.584230076182973) | > loss_duration: 2.522733211517334 (2.3882159319790928) | > loss_1: 30.32737159729004 (31.998930670998313)  --> STEP: 12 | > loss_disc: 2.3312978744506836 (2.416004697481791) | > loss_disc_real_0: 0.09661131352186203 (0.1189460086946686) | > loss_disc_real_1: 0.1558409184217453 (0.15903774152199426) | > loss_disc_real_2: 0.2161560207605362 (0.18641811360915503) | > loss_disc_real_3: 0.2244405597448349 (0.23914148906866708) | > loss_disc_real_4: 0.25388669967651367 (0.22780097648501396) | > loss_disc_real_5: 0.25245919823646545 (0.21571805328130722) | > loss_0: 2.3312978744506836 (2.416004697481791) | > loss_gen: 2.4070305824279785 (2.1592067877451577) | > loss_kl: 2.7973110675811768 (3.113808333873749) | > loss_feat: 7.063110828399658 (6.773550510406494) | > loss_mel: 17.169370651245117 (17.549658457438152) | > loss_duration: 2.2922511100769043 (2.3802188634872437) | > loss_1: 31.729074478149414 (31.97644265492757)  --> STEP: 13 | > loss_disc: 2.4775383472442627 (2.4207380551558275) | > loss_disc_real_0: 0.1260916292667389 (0.11949567181559709) | > loss_disc_real_1: 0.20684051513671875 (0.16271487795389616) | > loss_disc_real_2: 0.20827610790729523 (0.18809949778593504) | > loss_disc_real_3: 0.23532310128211975 (0.23884776693124038) | > loss_disc_real_4: 0.27808505296707153 (0.23166898236824915) | > loss_disc_real_5: 0.19757062196731567 (0.2143220970263848) | > loss_0: 2.4775383472442627 (2.4207380551558275) | > loss_gen: 2.1452739238739014 (2.1581350289858303) | > loss_kl: 3.3294081687927246 (3.130392936559824) | > loss_feat: 5.184443473815918 (6.651311507591834) | > loss_mel: 15.43045711517334 (17.38664296957163) | > loss_duration: 2.2886266708374023 (2.3731733102064867) | > loss_1: 28.37820816040039 (31.69965538611779)  --> STEP: 14 | > loss_disc: 2.38045334815979 (2.417860576084682) | > loss_disc_real_0: 0.08829259872436523 (0.1172668808805091) | > loss_disc_real_1: 0.08428560942411423 (0.15711278734462603) | > loss_disc_real_2: 0.23449552059173584 (0.1914134994149208) | > loss_disc_real_3: 0.2270420640707016 (0.2380045024412019) | > loss_disc_real_4: 0.28179875016212463 (0.2352496800678117) | > loss_disc_real_5: 0.20711778104305267 (0.21380750302757537) | > loss_0: 2.38045334815979 (2.417860576084682) | > loss_gen: 2.2242956161499023 (2.162860785211836) | > loss_kl: 3.7939491271972656 (3.177789807319641) | > loss_feat: 8.027762413024902 (6.749629429408482) | > loss_mel: 18.832475662231445 (17.489916733333043) | > loss_duration: 2.4119858741760254 (2.3759456362043108) | > loss_1: 35.290470123291016 (31.95614215305873)  --> STEP: 15 | > loss_disc: 2.617600679397583 (2.4311765829722085) | > loss_disc_real_0: 0.19477474689483643 (0.12243407194813093) | > loss_disc_real_1: 0.1971641629934311 (0.15978287905454636) | > loss_disc_real_2: 0.19736257195472717 (0.1918101042509079) | > loss_disc_real_3: 0.20899836719036102 (0.23607076009114583) | > loss_disc_real_4: 0.2596191465854645 (0.23687431116898855) | > loss_disc_real_5: 0.2222607582807541 (0.21437105337778728) | > loss_0: 2.617600679397583 (2.4311765829722085) | > loss_gen: 1.9811656475067139 (2.150747776031494) | > loss_kl: 2.9344019889831543 (3.1615639527638755) | > loss_feat: 6.080145359039307 (6.704997158050537) | > loss_mel: 16.827346801757812 (17.44574540456136) | > loss_duration: 2.389308214187622 (2.3768364747365314) | > loss_1: 30.21236801147461 (31.83989054361979)  --> STEP: 16 | > loss_disc: 2.6594765186309814 (2.445445328950882) | > loss_disc_real_0: 0.12012416124343872 (0.12228970252908766) | > loss_disc_real_1: 0.15987557172775269 (0.15978867234662175) | > loss_disc_real_2: 0.24732103943824768 (0.19527953770011663) | > loss_disc_real_3: 0.23908089101314545 (0.2362588932737708) | > loss_disc_real_4: 0.20983819663524628 (0.23518455401062965) | > loss_disc_real_5: 0.15387782454490662 (0.21059022657573223) | > loss_0: 2.6594765186309814 (2.445445328950882) | > loss_gen: 1.8624311685562134 (2.132727988064289) | > loss_kl: 3.0131587982177734 (3.152288630604744) | > loss_feat: 7.307515621185303 (6.74265456199646) | > loss_mel: 16.16814613342285 (17.365895450115204) | > loss_duration: 2.4217605590820312 (2.3796442300081253) | > loss_1: 30.773012161254883 (31.773210644721985)  --> STEP: 17 | > loss_disc: 2.3537116050720215 (2.4400492275462433) | > loss_disc_real_0: 0.12270928174257278 (0.12231438365929267) | > loss_disc_real_1: 0.16741831600666046 (0.16023747491485932) | > loss_disc_real_2: 0.18677186965942383 (0.19477908663889942) | > loss_disc_real_3: 0.25388434529304504 (0.23729568456902222) | > loss_disc_real_4: 0.19936755299568176 (0.23307767159798565) | > loss_disc_real_5: 0.23260623216629028 (0.211885285728118) | > loss_0: 2.3537116050720215 (2.4400492275462433) | > loss_gen: 2.3028886318206787 (2.142737437697018) | > loss_kl: 2.5723016262054443 (3.1181717479930207) | > loss_feat: 8.22728443145752 (6.829985730788287) | > loss_mel: 17.563743591308594 (17.377533576067755) | > loss_duration: 2.425668716430664 (2.382351552738863) | > loss_1: 33.091888427734375 (31.850779926075656)  --> STEP: 18 | > loss_disc: 2.473248243331909 (2.4418936173121133) | > loss_disc_real_0: 0.05446520075201988 (0.11854498460888863) | > loss_disc_real_1: 0.13572993874549866 (0.1588759451276726) | > loss_disc_real_2: 0.15057691931724548 (0.19232341067658532) | > loss_disc_real_3: 0.24041438102722168 (0.23746894548336664) | > loss_disc_real_4: 0.3364006280899048 (0.2388178358475367) | > loss_disc_real_5: 0.28406211733818054 (0.2158951097064548) | > loss_0: 2.473248243331909 (2.4418936173121133) | > loss_gen: 2.1457717418670654 (2.1429060101509094) | > loss_kl: 2.7524335384368896 (3.0978529585732355) | > loss_feat: 8.938553810119629 (6.94712840186225) | > loss_mel: 17.044279098510742 (17.3590194384257) | > loss_duration: 2.225450038909912 (2.3736348019705877) | > loss_1: 33.10648727416992 (31.920541445414226)  --> STEP: 19 | > loss_disc: 2.365002393722534 (2.4378467108073987) | > loss_disc_real_0: 0.18448872864246368 (0.12201570797907679) | > loss_disc_real_1: 0.18050915002822876 (0.16001453485928083) | > loss_disc_real_2: 0.1568228155374527 (0.19045495830084147) | > loss_disc_real_3: 0.20296210050582886 (0.23565279574770676) | > loss_disc_real_4: 0.2001313418149948 (0.2367817045826661) | > loss_disc_real_5: 0.22299440205097198 (0.21626875667195572) | > loss_0: 2.365002393722534 (2.4378467108073987) | > loss_gen: 2.241942882537842 (2.1481184771186426) | > loss_kl: 2.1859405040740967 (3.0498575662311755) | > loss_feat: 6.375506401062012 (6.9170430333990796) | > loss_mel: 15.527533531188965 (17.26262544330798) | > loss_duration: 2.371425151824951 (2.3735185045945015) | > loss_1: 28.702350616455078 (31.751162980732165)  --> STEP: 20 | > loss_disc: 2.4120240211486816 (2.436555576324463) | > loss_disc_real_0: 0.09704504907131195 (0.12076717503368854) | > loss_disc_real_1: 0.10695843398571014 (0.1573617298156023) | > loss_disc_real_2: 0.15836697816848755 (0.18885055929422379) | > loss_disc_real_3: 0.2124796062707901 (0.23449413627386093) | > loss_disc_real_4: 0.23887324333190918 (0.23688628152012825) | > loss_disc_real_5: 0.22915451228618622 (0.21691304445266724) | > loss_0: 2.4120240211486816 (2.436555576324463) | > loss_gen: 2.003418207168579 (2.1408834636211393) | > loss_kl: 2.5318515300750732 (3.0239572644233705) | > loss_feat: 7.025179386138916 (6.922449851036072) | > loss_mel: 19.251665115356445 (17.362077426910403) | > loss_duration: 2.299056053161621 (2.3697953820228577) | > loss_1: 33.11117172241211 (31.819163417816164)  --> STEP: 21 | > loss_disc: 2.7097527980804443 (2.4495649678366527) | > loss_disc_real_0: 0.039378903806209564 (0.11689154307047527) | > loss_disc_real_1: 0.13885298371315002 (0.15648036095358075) | > loss_disc_real_2: 0.1994105726480484 (0.18935341707297734) | > loss_disc_real_3: 0.16145165264606476 (0.2310159227677754) | > loss_disc_real_4: 0.20534679293632507 (0.2353844011113757) | > loss_disc_real_5: 0.26808610558509827 (0.2193498568875449) | > loss_0: 2.7097527980804443 (2.4495649678366527) | > loss_gen: 1.6015565395355225 (2.115201229140872) | > loss_kl: 3.0194506645202637 (3.023742664427984) | > loss_feat: 4.620654106140137 (6.812840529850551) | > loss_mel: 14.67248821258545 (17.234001750037788) | > loss_duration: 2.148470401763916 (2.3592560972486223) | > loss_1: 26.062620162963867 (31.545042310442245)  --> STEP: 22 | > loss_disc: 2.2650959491729736 (2.441180012442849) | > loss_disc_real_0: 0.05755096301436424 (0.11419424397701566) | > loss_disc_real_1: 0.1300448328256607 (0.1552787460386753) | > loss_disc_real_2: 0.15764877200126648 (0.18791229684244504) | > loss_disc_real_3: 0.21192072331905365 (0.23014795915646988) | > loss_disc_real_4: 0.2172507345676422 (0.23456014354120602) | > loss_disc_real_5: 0.23407189548015594 (0.2200190404599363) | > loss_0: 2.2650959491729736 (2.441180012442849) | > loss_gen: 2.205984592437744 (2.1193277456543664) | > loss_kl: 2.0761897563934326 (2.980672077699141) | > loss_feat: 7.365415573120117 (6.837957577271895) | > loss_mel: 18.1175537109375 (17.274163202805955) | > loss_duration: 2.212028741836548 (2.3525639447298916) | > loss_1: 31.977170944213867 (31.564684521068227)  --> STEP: 23 | > loss_disc: 2.4991981983184814 (2.443702542263529) | > loss_disc_real_0: 0.1465764343738556 (0.1156021652986174) | > loss_disc_real_1: 0.140285924077034 (0.15462688421425613) | > loss_disc_real_2: 0.1668914407491684 (0.18699834657751996) | > loss_disc_real_3: 0.28852036595344543 (0.23268588988677316) | > loss_disc_real_4: 0.26745229959487915 (0.23599023728267007) | > loss_disc_real_5: 0.18105457723140717 (0.21832493336304373) | > loss_0: 2.4991981983184814 (2.443702542263529) | > loss_gen: 2.128206491470337 (2.119713778081148) | > loss_kl: 2.98818302154541 (2.980998640475066) | > loss_feat: 6.629209995269775 (6.828881595445716) | > loss_mel: 16.342151641845703 (17.233640961025074) | > loss_duration: 2.2857003211975098 (2.3496568306632666) | > loss_1: 30.373451232910156 (31.51289176940918)  --> STEP: 24 | > loss_disc: 2.254218578338623 (2.4358073770999913) | > loss_disc_real_0: 0.12331091612577438 (0.11592336324974895) | > loss_disc_real_1: 0.14858515560626984 (0.1543751455222567) | > loss_disc_real_2: 0.17457006871700287 (0.18648050166666508) | > loss_disc_real_3: 0.20557408034801483 (0.23155623115599155) | > loss_disc_real_4: 0.20865851640701294 (0.2348514155795177) | > loss_disc_real_5: 0.17650960385799408 (0.216582627967) | > loss_0: 2.254218578338623 (2.4358073770999913) | > loss_gen: 2.1929876804351807 (2.122766857345899) | > loss_kl: 2.5810227394104004 (2.9643329779307046) | > loss_feat: 7.8732099533081055 (6.872395277023315) | > loss_mel: 17.02328109741211 (17.224875966707867) | > loss_duration: 2.4427216053009033 (2.3535345296065016) | > loss_1: 32.113224029541016 (31.53790561358134)  --> STEP: 25 | > loss_disc: 2.521690607070923 (2.439242706298829) | > loss_disc_real_0: 0.1131192296743393 (0.11581119790673255) | > loss_disc_real_1: 0.11059598624706268 (0.15262397915124892) | > loss_disc_real_2: 0.16410820186138153 (0.18558560967445373) | > loss_disc_real_3: 0.22382692992687225 (0.23124705910682677) | > loss_disc_real_4: 0.24634557962417603 (0.235311182141304) | > loss_disc_real_5: 0.22429028153419495 (0.2168909341096878) | > loss_0: 2.521690607070923 (2.439242706298829) | > loss_gen: 1.8698419332504272 (2.11264986038208) | > loss_kl: 2.9028160572052 (2.9618723011016845) | > loss_feat: 6.971365928649902 (6.876354103088379) | > loss_mel: 14.827373504638672 (17.128975868225098) | > loss_duration: 2.448406457901001 (2.3573294067382817) | > loss_1: 29.019804000854492 (31.437181549072264)  --> STEP: 26 | > loss_disc: 2.848515510559082 (2.4549839680011463) | > loss_disc_real_0: 0.1513916403055191 (0.11717967646053204) | > loss_disc_real_1: 0.1869349479675293 (0.15394363179802895) | > loss_disc_real_2: 0.2704733908176422 (0.18885052433380714) | > loss_disc_real_3: 0.2525651156902313 (0.23206698436003464) | > loss_disc_real_4: 0.18302476406097412 (0.23330016606129134) | > loss_disc_real_5: 0.16405530273914337 (0.21485879444158995) | > loss_0: 2.848515510559082 (2.4549839680011463) | > loss_gen: 1.573194980621338 (2.0919015957758975) | > loss_kl: 2.8766021728515625 (2.9585926807843723) | > loss_feat: 4.494842052459717 (6.784757485756507) | > loss_mel: 9.670439720153809 (16.84210909329928) | > loss_duration: 2.3232030868530273 (2.3560168559734644) | > loss_1: 20.938282012939453 (31.033377720759464) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024492557232196513 (+3.3617019653319445e-05) | > avg_loss_disc: 2.4549839680011463 (-0.05586130802447897) | > avg_loss_disc_real_0: 0.11717967646053204 (-0.07649495209065768) | > avg_loss_disc_real_1: 0.15394363179802895 (-0.07243262030757391) | > avg_loss_disc_real_2: 0.18885052433380714 (-0.0282474601498017) | > avg_loss_disc_real_3: 0.23206698436003464 (+0.007502902012604923) | > avg_loss_disc_real_4: 0.23330016606129134 (+0.015204366009968995) | > avg_loss_disc_real_5: 0.21485879444158995 (-0.054387596937326366) | > avg_loss_0: 2.4549839680011463 (-0.05586130802447897) | > avg_loss_gen: 2.0919015957758975 (-0.28163513770470194) | > avg_loss_kl: 2.9585926807843723 (+0.10520695723020124) | > avg_loss_feat: 6.784757485756507 (-0.3089006130511951) | > avg_loss_mel: 16.84210909329928 (-0.35346493354211006) | > avg_loss_duration: 2.3560168559734644 (+0.014548640984755945) | > avg_loss_1: 31.033377720759464 (-0.8242450860830459)  > EPOCH: 809/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:02:19)   --> TIME: 2024-06-12 03:02:22 -- STEP: 4/330 -- GLOBAL_STEP: 354975 | > loss_disc: 2.2909388542175293 (2.2971802949905396) | > loss_disc_real_0: 0.0772864893078804 (0.10498978570103645) | > loss_disc_real_1: 0.20189695060253143 (0.1954517588019371) | > loss_disc_real_2: 0.211742103099823 (0.22394688427448273) | > loss_disc_real_3: 0.214715838432312 (0.22365844622254372) | > loss_disc_real_4: 0.21000385284423828 (0.21468012779951096) | > loss_disc_real_5: 0.19829337298870087 (0.20033777505159378) | > loss_0: 2.2909388542175293 (2.2971802949905396) | > grad_norm_0: tensor(5.6524, device='cuda:0') (tensor(5.7979, device='cuda:0')) | > loss_gen: 2.3621768951416016 (2.5725136399269104) | > loss_kl: 1.6712303161621094 (1.9451587796211243) | > loss_feat: 6.906006813049316 (7.188450455665588) | > loss_mel: 16.918087005615234 (17.56090021133423) | > loss_duration: 2.1156744956970215 (2.1553468108177185) | > loss_1: 29.973175048828125 (31.422369480133057) | > grad_norm_1: tensor(61.9740, device='cuda:0') (tensor(49.8858, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3721 (0.38397079706192017) | > loader_time: 0.0035 (0.003094196319580078)  --> TIME: 2024-06-12 03:02:31 -- STEP: 29/330 -- GLOBAL_STEP: 355000 | > loss_disc: 2.418010711669922 (2.329941346727569) | > loss_disc_real_0: 0.09760695695877075 (0.10220649684297628) | > loss_disc_real_1: 0.19065162539482117 (0.19413722229414973) | > loss_disc_real_2: 0.21748784184455872 (0.2071666501719376) | > loss_disc_real_3: 0.2293461710214615 (0.22711958042506514) | > loss_disc_real_4: 0.24883006513118744 (0.23215050584283367) | > loss_disc_real_5: 0.23166145384311676 (0.2238439629817831) | > loss_0: 2.418010711669922 (2.329941346727569) | > grad_norm_0: tensor(5.2374, device='cuda:0') (tensor(7.7576, device='cuda:0')) | > loss_gen: 2.522941827774048 (2.522989355284592) | > loss_kl: 1.9889259338378906 (1.9143631006109303) | > loss_feat: 6.7197265625 (7.104849881139295) | > loss_mel: 17.16542625427246 (17.23915126405913) | > loss_duration: 1.9821512699127197 (2.0131524184654506) | > loss_1: 30.37917137145996 (30.794505744144836) | > grad_norm_1: tensor(58.0061, device='cuda:0') (tensor(73.5656, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3522 (0.35976210955915777) | > loader_time: 0.0031 (0.003252448706791319) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_355000.pth  --> TIME: 2024-06-12 03:02:45 -- STEP: 54/330 -- GLOBAL_STEP: 355025 | > loss_disc: 2.290130853652954 (2.3471902123203985) | > loss_disc_real_0: 0.08905448019504547 (0.10387791141315743) | > loss_disc_real_1: 0.19615384936332703 (0.19550301134586334) | > loss_disc_real_2: 0.1837511658668518 (0.20797407240779311) | > loss_disc_real_3: 0.2552320659160614 (0.22910087390078437) | > loss_disc_real_4: 0.21688690781593323 (0.2326448443863127) | > loss_disc_real_5: 0.19376207888126373 (0.22423895200093588) | > loss_0: 2.290130853652954 (2.3471902123203985) | > grad_norm_0: tensor(4.5375, device='cuda:0') (tensor(8.9320, device='cuda:0')) | > loss_gen: 2.515496015548706 (2.490530354005319) | > loss_kl: 2.003180503845215 (1.925988460028613) | > loss_feat: 7.918662071228027 (7.000864823659261) | > loss_mel: 17.28246307373047 (17.20568888275712) | > loss_duration: 1.952035665512085 (1.9937143171275107) | > loss_1: 31.671836853027344 (30.616786815502024) | > grad_norm_1: tensor(114.4520, device='cuda:0') (tensor(92.9187, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3704 (0.36252052254147) | > loader_time: 0.0035 (0.003410114182366265)  --> TIME: 2024-06-12 03:02:55 -- STEP: 79/330 -- GLOBAL_STEP: 355050 | > loss_disc: 2.3945131301879883 (2.3549852944627596) | > loss_disc_real_0: 0.12146693468093872 (0.10777880091078673) | > loss_disc_real_1: 0.24958503246307373 (0.1954526346695574) | > loss_disc_real_2: 0.17964157462120056 (0.20929604146299483) | > loss_disc_real_3: 0.21190744638442993 (0.22845464171488075) | > loss_disc_real_4: 0.2000807672739029 (0.23298444438584243) | > loss_disc_real_5: 0.22079944610595703 (0.22454966189740574) | > loss_0: 2.3945131301879883 (2.3549852944627596) | > grad_norm_0: tensor(7.1752, device='cuda:0') (tensor(9.2551, device='cuda:0')) | > loss_gen: 2.4283640384674072 (2.482602892042715) | > loss_kl: 2.0035417079925537 (1.9465371370315552) | > loss_feat: 6.902997970581055 (6.996072787272779) | > loss_mel: 16.952117919921875 (17.224516735801213) | > loss_duration: 1.9427001476287842 (1.9859746272050882) | > loss_1: 30.229721069335938 (30.635704137101957) | > grad_norm_1: tensor(127.7363, device='cuda:0') (tensor(96.2207, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3714 (0.36355978929543803) | > loader_time: 0.0038 (0.003482755226424978)  --> TIME: 2024-06-12 03:03:04 -- STEP: 104/330 -- GLOBAL_STEP: 355075 | > loss_disc: 2.327136993408203 (2.355976618253268) | > loss_disc_real_0: 0.12197921425104141 (0.10973672224925114) | > loss_disc_real_1: 0.17904485762119293 (0.19565908782757246) | > loss_disc_real_2: 0.20308846235275269 (0.20915727904782846) | > loss_disc_real_3: 0.26036402583122253 (0.22924197321900955) | > loss_disc_real_4: 0.2305210679769516 (0.23293154658033297) | > loss_disc_real_5: 0.2160916030406952 (0.2234536971037204) | > loss_0: 2.327136993408203 (2.355976618253268) | > grad_norm_0: tensor(19.5689, device='cuda:0') (tensor(10.0010, device='cuda:0')) | > loss_gen: 2.593923330307007 (2.4756260743507954) | > loss_kl: 1.9588849544525146 (1.946698961349634) | > loss_feat: 7.98531436920166 (6.962902976916387) | > loss_mel: 17.344165802001953 (17.17397361535292) | > loss_duration: 2.0349225997924805 (1.9879163469259555) | > loss_1: 31.91720962524414 (30.547117966871994) | > grad_norm_1: tensor(300.6094, device='cuda:0') (tensor(104.1223, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3622 (0.3653505123578586) | > loader_time: 0.0046 (0.0035978578604184664)  --> TIME: 2024-06-12 03:03:13 -- STEP: 129/330 -- GLOBAL_STEP: 355100 | > loss_disc: 2.333855628967285 (2.359821036804555) | > loss_disc_real_0: 0.10458298027515411 (0.11070233999296676) | > loss_disc_real_1: 0.16691115498542786 (0.19583541027797285) | > loss_disc_real_2: 0.20227643847465515 (0.20945498716923616) | > loss_disc_real_3: 0.23492911458015442 (0.22938558701858963) | > loss_disc_real_4: 0.25081318616867065 (0.23223158104937205) | > loss_disc_real_5: 0.2510318160057068 (0.22364433675773382) | > loss_0: 2.333855628967285 (2.359821036804555) | > grad_norm_0: tensor(13.8388, device='cuda:0') (tensor(12.0782, device='cuda:0')) | > loss_gen: 2.556868553161621 (2.4711992962415814) | > loss_kl: 2.044210910797119 (1.951819425405458) | > loss_feat: 7.126479625701904 (6.9591903575631076) | > loss_mel: 17.517946243286133 (17.18768271364907) | > loss_duration: 1.9649561643600464 (1.9907851006633552) | > loss_1: 31.21046257019043 (30.56067682606305) | > grad_norm_1: tensor(246.0301, device='cuda:0') (tensor(134.2149, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3856 (0.36660387164862585) | > loader_time: 0.004 (0.003708072410997494)  --> TIME: 2024-06-12 03:03:23 -- STEP: 154/330 -- GLOBAL_STEP: 355125 | > loss_disc: 2.4048011302948 (2.3622765664930476) | > loss_disc_real_0: 0.13351717591285706 (0.11147352777324714) | > loss_disc_real_1: 0.2006388008594513 (0.19610003072333027) | > loss_disc_real_2: 0.23604649305343628 (0.20989708447611177) | > loss_disc_real_3: 0.2123691439628601 (0.22992240569808267) | > loss_disc_real_4: 0.222055122256279 (0.2325764645810251) | > loss_disc_real_5: 0.2263174206018448 (0.2232466580999362) | > loss_0: 2.4048011302948 (2.3622765664930476) | > grad_norm_0: tensor(14.5079, device='cuda:0') (tensor(12.8008, device='cuda:0')) | > loss_gen: 2.394153118133545 (2.472991985160034) | > loss_kl: 2.2291133403778076 (1.9668366823877608) | > loss_feat: 7.1036882400512695 (6.974267185508432) | > loss_mel: 17.010465621948242 (17.211794809861615) | > loss_duration: 2.003666400909424 (1.9941143532852075) | > loss_1: 30.741086959838867 (30.620004963565183) | > grad_norm_1: tensor(174.2773, device='cuda:0') (tensor(152.6523, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3871 (0.36999142169952404) | > loader_time: 0.0043 (0.0038482028168517275)  --> TIME: 2024-06-12 03:03:34 -- STEP: 179/330 -- GLOBAL_STEP: 355150 | > loss_disc: 2.322897434234619 (2.36753516490233) | > loss_disc_real_0: 0.13601483404636383 (0.1124169360325989) | > loss_disc_real_1: 0.1939861923456192 (0.1960985451603735) | > loss_disc_real_2: 0.21906693279743195 (0.21142142469989522) | > loss_disc_real_3: 0.23708125948905945 (0.23019531852040212) | > loss_disc_real_4: 0.19791339337825775 (0.2325244904729907) | > loss_disc_real_5: 0.20758526027202606 (0.2232988415150669) | > loss_0: 2.322897434234619 (2.36753516490233) | > grad_norm_0: tensor(18.0879, device='cuda:0') (tensor(13.7210, device='cuda:0')) | > loss_gen: 2.5749502182006836 (2.470565157895647) | > loss_kl: 2.046070098876953 (1.9758491063251176) | > loss_feat: 6.730216026306152 (6.963124349796574) | > loss_mel: 16.972349166870117 (17.193761266143625) | > loss_duration: 2.0596299171447754 (2.001561540465115) | > loss_1: 30.383214950561523 (30.604861403310764) | > grad_norm_1: tensor(207.2661, device='cuda:0') (tensor(165.0687, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.4119 (0.37384386302372596) | > loader_time: 0.0051 (0.003971038583936638)  --> TIME: 2024-06-12 03:03:44 -- STEP: 204/330 -- GLOBAL_STEP: 355175 | > loss_disc: 2.386012315750122 (2.369569523661744) | > loss_disc_real_0: 0.11322370171546936 (0.11377042309180194) | > loss_disc_real_1: 0.1812361478805542 (0.1964639275535649) | > loss_disc_real_2: 0.25130870938301086 (0.21200480662724552) | > loss_disc_real_3: 0.21326316893100739 (0.23049270697668486) | > loss_disc_real_4: 0.2248498946428299 (0.23272850875760995) | > loss_disc_real_5: 0.2409508377313614 (0.22373463943892835) | > loss_0: 2.386012315750122 (2.369569523661744) | > grad_norm_0: tensor(22.3389, device='cuda:0') (tensor(15.1925, device='cuda:0')) | > loss_gen: 2.4699318408966064 (2.4753429480627465) | > loss_kl: 2.1159980297088623 (1.9914814204561944) | > loss_feat: 6.438781261444092 (6.962658519838372) | > loss_mel: 16.511638641357422 (17.155707700579768) | > loss_duration: 2.0097875595092773 (2.009830845337288) | > loss_1: 29.546138763427734 (30.59502140680949) | > grad_norm_1: tensor(519.3846, device='cuda:0') (tensor(193.4838, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3996 (0.3778046439675724) | > loader_time: 0.0053 (0.004114776265387439)  --> TIME: 2024-06-12 03:03:54 -- STEP: 229/330 -- GLOBAL_STEP: 355200 | > loss_disc: 2.387514591217041 (2.3704413795054746) | > loss_disc_real_0: 0.15351608395576477 (0.11448902073905978) | > loss_disc_real_1: 0.15220288932323456 (0.19675803529383315) | > loss_disc_real_2: 0.2082449048757553 (0.21226208217799925) | > loss_disc_real_3: 0.19657103717327118 (0.23041157984056848) | > loss_disc_real_4: 0.22422780096530914 (0.2326987289445369) | > loss_disc_real_5: 0.20019644498825073 (0.22295554424737737) | > loss_0: 2.387514591217041 (2.3704413795054746) | > grad_norm_0: tensor(38.7830, device='cuda:0') (tensor(17.3061, device='cuda:0')) | > loss_gen: 2.3357999324798584 (2.479087270503481) | > loss_kl: 2.14032244682312 (1.9995236854886385) | > loss_feat: 6.302212715148926 (6.968751651230859) | > loss_mel: 16.9703369140625 (17.13702485446846) | > loss_duration: 2.1175637245178223 (2.018890401681959) | > loss_1: 29.866235733032227 (30.60327783942743) | > grad_norm_1: tensor(103.6885, device='cuda:0') (tensor(217.0343, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.3994 (0.3803908585460946) | > loader_time: 0.0051 (0.004228926121407718)  --> TIME: 2024-06-12 03:04:05 -- STEP: 254/330 -- GLOBAL_STEP: 355225 | > loss_disc: 2.400829315185547 (2.374292419651362) | > loss_disc_real_0: 0.09570751339197159 (0.117363155269482) | > loss_disc_real_1: 0.17376098036766052 (0.19670418327248942) | > loss_disc_real_2: 0.2155565321445465 (0.2123057151169289) | > loss_disc_real_3: 0.2654286026954651 (0.23073701343433126) | > loss_disc_real_4: 0.22015859186649323 (0.23247565182409888) | > loss_disc_real_5: 0.2200135886669159 (0.22230664892928806) | > loss_0: 2.400829315185547 (2.374292419651362) | > grad_norm_0: tensor(48.0700, device='cuda:0') (tensor(20.1853, device='cuda:0')) | > loss_gen: 2.3932838439941406 (2.4797131733631526) | > loss_kl: 1.979563593864441 (2.005780687951667) | > loss_feat: 7.176090717315674 (6.952576216750258) | > loss_mel: 16.892105102539062 (17.09311298685749) | > loss_duration: 2.064140796661377 (2.0266585152918917) | > loss_1: 30.505184173583984 (30.557841578806478) | > grad_norm_1: tensor(638.1475, device='cuda:0') (tensor(243.9237, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.4221 (0.38474035263061523) | > loader_time: 0.0061 (0.0043551734113317754)  --> TIME: 2024-06-12 03:04:16 -- STEP: 279/330 -- GLOBAL_STEP: 355250 | > loss_disc: 2.377662181854248 (2.3773226831976233) | > loss_disc_real_0: 0.13012376427650452 (0.11889655231147685) | > loss_disc_real_1: 0.17949990928173065 (0.19659976303363788) | > loss_disc_real_2: 0.23911383748054504 (0.2126642221511478) | > loss_disc_real_3: 0.21987512707710266 (0.23072432237927626) | > loss_disc_real_4: 0.24671578407287598 (0.23255268764752213) | > loss_disc_real_5: 0.2563399076461792 (0.22222348155727525) | > loss_0: 2.377662181854248 (2.3773226831976233) | > grad_norm_0: tensor(31.9736, device='cuda:0') (tensor(21.4152, device='cuda:0')) | > loss_gen: 2.4514458179473877 (2.4781129548199288) | > loss_kl: 2.1439874172210693 (2.0155657649467504) | > loss_feat: 6.952832221984863 (6.951117898400969) | > loss_mel: 17.683664321899414 (17.052583609003314) | > loss_duration: 2.131165027618408 (2.0362911890911817) | > loss_1: 31.363094329833984 (30.533671437198542) | > grad_norm_1: tensor(477.8494, device='cuda:0') (tensor(263.3524, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.4472 (0.38923240904312406) | > loader_time: 0.0068 (0.004504102959855053)  --> TIME: 2024-06-12 03:04:28 -- STEP: 304/330 -- GLOBAL_STEP: 355275 | > loss_disc: 2.31306529045105 (2.379978906951454) | > loss_disc_real_0: 0.08150916546583176 (0.12028976444056944) | > loss_disc_real_1: 0.15769802033901215 (0.19695557271571537) | > loss_disc_real_2: 0.21559306979179382 (0.2128436516872362) | > loss_disc_real_3: 0.19531771540641785 (0.23084768922509327) | > loss_disc_real_4: 0.19947050511837006 (0.2324034114319243) | > loss_disc_real_5: 0.18660880625247955 (0.22211575615955031) | > loss_0: 2.31306529045105 (2.379978906951454) | > grad_norm_0: tensor(27.9608, device='cuda:0') (tensor(22.7714, device='cuda:0')) | > loss_gen: 2.475950241088867 (2.474933527802166) | > loss_kl: 2.1773927211761475 (2.0230178750659307) | > loss_feat: 8.632247924804688 (6.955355189348522) | > loss_mel: 16.754409790039062 (17.008184972562287) | > loss_duration: 2.1881051063537598 (2.047331778626694) | > loss_1: 32.22810745239258 (30.508823388501217) | > grad_norm_1: tensor(649.5049, device='cuda:0') (tensor(280.3534, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 0.4843 (0.3961461460904071) | > loader_time: 0.0074 (0.004701487327876842)  --> TIME: 2024-06-12 03:04:57 -- STEP: 329/330 -- GLOBAL_STEP: 355300 | > loss_disc: 2.684364080429077 (2.3857711781846738) | > loss_disc_real_0: 0.23923033475875854 (0.12290085557746308) | > loss_disc_real_1: 0.1266147494316101 (0.19741358365693715) | > loss_disc_real_2: 0.1816372126340866 (0.21303469051343693) | > loss_disc_real_3: 0.2615320086479187 (0.2308203415396003) | > loss_disc_real_4: 0.19713738560676575 (0.2324731762104846) | > loss_disc_real_5: 0.1938031017780304 (0.221833337721129) | > loss_0: 2.684364080429077 (2.3857711781846738) | > grad_norm_0: tensor(14.6238, device='cuda:0') (tensor(23.6686, device='cuda:0')) | > loss_gen: 2.5185720920562744 (2.4765609267272484) | > loss_kl: 2.2044103145599365 (2.034146708558034) | > loss_feat: 9.671856880187988 (7.066841503769431) | > loss_mel: 17.94864845275879 (16.9961897638431) | > loss_duration: 2.2872109413146973 (2.062232971191406) | > loss_1: 34.63070297241211 (30.63597192735295) | > grad_norm_1: tensor(364.8268, device='cuda:0') (tensor(292.2520, device='cuda:0')) | > current_lr_0: 0.00018076286708704648 | > current_lr_1: 0.00018076286708704648 | > step_time: 14.2847 (0.4518105440226732) | > loader_time: 0.0346 (0.005156211215311995)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.678128480911255 (2.678128480911255) | > loss_disc_real_0: 0.41958141326904297 (0.41958141326904297) | > loss_disc_real_1: 0.12029793858528137 (0.12029793858528137) | > loss_disc_real_2: 0.25978437066078186 (0.25978437066078186) | > loss_disc_real_3: 0.2840408384799957 (0.2840408384799957) | > loss_disc_real_4: 0.3226727545261383 (0.3226727545261383) | > loss_disc_real_5: 0.22403845191001892 (0.22403845191001892) | > loss_0: 2.678128480911255 (2.678128480911255) | > loss_gen: 2.8123841285705566 (2.8123841285705566) | > loss_kl: 2.5319736003875732 (2.5319736003875732) | > loss_feat: 8.29664134979248 (8.29664134979248) | > loss_mel: 17.65382957458496 (17.65382957458496) | > loss_duration: 3.03391695022583 (3.03391695022583) | > loss_1: 34.3287467956543 (34.3287467956543)  --> STEP: 1 | > loss_disc: 2.3686251640319824 (2.3686251640319824) | > loss_disc_real_0: 0.15113119781017303 (0.15113119781017303) | > loss_disc_real_1: 0.17426833510398865 (0.17426833510398865) | > loss_disc_real_2: 0.1974562555551529 (0.1974562555551529) | > loss_disc_real_3: 0.2800711691379547 (0.2800711691379547) | > loss_disc_real_4: 0.2334572672843933 (0.2334572672843933) | > loss_disc_real_5: 0.22663943469524384 (0.22663943469524384) | > loss_0: 2.3686251640319824 (2.3686251640319824) | > loss_gen: 2.3284780979156494 (2.3284780979156494) | > loss_kl: 3.7554373741149902 (3.7554373741149902) | > loss_feat: 5.746860027313232 (5.746860027313232) | > loss_mel: 17.242053985595703 (17.242053985595703) | > loss_duration: 2.4092037677764893 (2.4092037677764893) | > loss_1: 31.482032775878906 (31.482032775878906)  --> STEP: 2 | > loss_disc: 2.4130685329437256 (2.390846848487854) | > loss_disc_real_0: 0.21460795402526855 (0.1828695759177208) | > loss_disc_real_1: 0.17524807155132294 (0.1747582033276558) | > loss_disc_real_2: 0.28954577445983887 (0.24350101500749588) | > loss_disc_real_3: 0.26800480484962463 (0.2740379869937897) | > loss_disc_real_4: 0.21105918288230896 (0.22225822508335114) | > loss_disc_real_5: 0.21116580069065094 (0.2189026176929474) | > loss_0: 2.4130685329437256 (2.390846848487854) | > loss_gen: 2.5480666160583496 (2.4382723569869995) | > loss_kl: 2.9384071826934814 (3.346922278404236) | > loss_feat: 5.4021897315979 (5.574524879455566) | > loss_mel: 18.246917724609375 (17.74448585510254) | > loss_duration: 2.5312135219573975 (2.4702086448669434) | > loss_1: 31.66679573059082 (31.574414253234863)  --> STEP: 3 | > loss_disc: 2.4115281105041504 (2.397740602493286) | > loss_disc_real_0: 0.0805663913488388 (0.14876851439476013) | > loss_disc_real_1: 0.15602733194828033 (0.16851457953453064) | > loss_disc_real_2: 0.22747288644313812 (0.2381583054860433) | > loss_disc_real_3: 0.3298119008541107 (0.29262929161389667) | > loss_disc_real_4: 0.2399594783782959 (0.22815864284833273) | > loss_disc_real_5: 0.14341799914836884 (0.19374107817808786) | > loss_0: 2.4115281105041504 (2.397740602493286) | > loss_gen: 2.2315337657928467 (2.3693594932556152) | > loss_kl: 3.1914165019989014 (3.2950870196024575) | > loss_feat: 6.328093528747559 (5.8257144292195635) | > loss_mel: 16.31553840637207 (17.26817003885905) | > loss_duration: 2.3268179893493652 (2.4224117596944175) | > loss_1: 30.393400192260742 (31.180742899576824)  --> STEP: 4 | > loss_disc: 2.6002719402313232 (2.4483734369277954) | > loss_disc_real_0: 0.27377521991729736 (0.18002019077539444) | > loss_disc_real_1: 0.15191000699996948 (0.16436343640089035) | > loss_disc_real_2: 0.2385135293006897 (0.2382471114397049) | > loss_disc_real_3: 0.30989357829093933 (0.29694536328315735) | > loss_disc_real_4: 0.2620244026184082 (0.2366250827908516) | > loss_disc_real_5: 0.2769390940666199 (0.21454058215022087) | > loss_0: 2.6002719402313232 (2.4483734369277954) | > loss_gen: 2.4865050315856934 (2.3986458778381348) | > loss_kl: 3.366656541824341 (3.3129794001579285) | > loss_feat: 6.639980792999268 (6.02928102016449) | > loss_mel: 17.79953956604004 (17.401012420654297) | > loss_duration: 2.36348295211792 (2.407679557800293) | > loss_1: 32.656166076660156 (31.549598693847656)  --> STEP: 5 | > loss_disc: 2.3923580646514893 (2.4371703624725343) | > loss_disc_real_0: 0.2187824845314026 (0.18777264952659606) | > loss_disc_real_1: 0.1669815331697464 (0.16488705575466156) | > loss_disc_real_2: 0.1760241985321045 (0.2258025288581848) | > loss_disc_real_3: 0.3341851830482483 (0.3043933272361755) | > loss_disc_real_4: 0.301064133644104 (0.2495128929615021) | > loss_disc_real_5: 0.274457722902298 (0.2265240103006363) | > loss_0: 2.3923580646514893 (2.4371703624725343) | > loss_gen: 2.739759922027588 (2.466868686676025) | > loss_kl: 2.7705600261688232 (3.2044955253601075) | > loss_feat: 5.415154457092285 (5.906455707550049) | > loss_mel: 17.969425201416016 (17.51469497680664) | > loss_duration: 2.3801305294036865 (2.4021697521209715) | > loss_1: 31.2750301361084 (31.494684982299805)  --> STEP: 6 | > loss_disc: 2.676898956298828 (2.47712512811025) | > loss_disc_real_0: 0.20190849900245667 (0.1901286244392395) | > loss_disc_real_1: 0.17231608927249908 (0.1661252280076345) | > loss_disc_real_2: 0.21890808641910553 (0.22465345511833826) | > loss_disc_real_3: 0.2992643117904663 (0.3035384913285573) | > loss_disc_real_4: 0.3019023835659027 (0.25824447472890216) | > loss_disc_real_5: 0.27767542004585266 (0.23504924525817236) | > loss_0: 2.676898956298828 (2.47712512811025) | > loss_gen: 2.191392421722412 (2.4209559758504233) | > loss_kl: 2.714770555496216 (3.122874697049459) | > loss_feat: 4.022319316864014 (5.592432975769043) | > loss_mel: 15.963695526123047 (17.256195068359375) | > loss_duration: 2.1843433380126953 (2.3658653497695923) | > loss_1: 27.076522827148438 (30.75832462310791)  --> STEP: 7 | > loss_disc: 2.3175101280212402 (2.4543229852403914) | > loss_disc_real_0: 0.21689526736736298 (0.19395243057182857) | > loss_disc_real_1: 0.17882975935935974 (0.16794016105788095) | > loss_disc_real_2: 0.21941417455673218 (0.22390498646668025) | > loss_disc_real_3: 0.2863771319389343 (0.30108686855861116) | > loss_disc_real_4: 0.25454872846603394 (0.2577165109770639) | > loss_disc_real_5: 0.24514472484588623 (0.23649145662784576) | > loss_0: 2.3175101280212402 (2.4543229852403914) | > loss_gen: 2.5888679027557373 (2.4449433939797536) | > loss_kl: 4.398157119750977 (3.3050579002925327) | > loss_feat: 6.09681510925293 (5.664487566266741) | > loss_mel: 17.541446685791016 (17.296945299421036) | > loss_duration: 2.630904197692871 (2.403728042330061) | > loss_1: 33.25619125366211 (31.115162713187082)  --> STEP: 8 | > loss_disc: 2.791278600692749 (2.496442437171936) | > loss_disc_real_0: 0.424740731716156 (0.2228009682148695) | > loss_disc_real_1: 0.13217230141162872 (0.16346917860209942) | > loss_disc_real_2: 0.26576629281044006 (0.22913764975965023) | > loss_disc_real_3: 0.31740468740463257 (0.30312659591436386) | > loss_disc_real_4: 0.26422572135925293 (0.2585301622748375) | > loss_disc_real_5: 0.24524840712547302 (0.23758607544004917) | > loss_0: 2.791278600692749 (2.496442437171936) | > loss_gen: 2.7162857055664062 (2.4788611829280853) | > loss_kl: 3.1681556701660156 (3.287945121526718) | > loss_feat: 8.519208908081055 (6.02132773399353) | > loss_mel: 18.222314834594727 (17.41261649131775) | > loss_duration: 2.246253728866577 (2.3840437531471252) | > loss_1: 34.87221908569336 (31.584794759750366)  --> STEP: 9 | > loss_disc: 2.382899284362793 (2.4838265313042536) | > loss_disc_real_0: 0.28861767053604126 (0.23011393513944414) | > loss_disc_real_1: 0.1382574439048767 (0.16066787474685246) | > loss_disc_real_2: 0.28481438755989075 (0.23532395395967695) | > loss_disc_real_3: 0.316906213760376 (0.30465766456392074) | > loss_disc_real_4: 0.27241864800453186 (0.26007332735591465) | > loss_disc_real_5: 0.28496283292770386 (0.24285015960534415) | > loss_0: 2.382899284362793 (2.4838265313042536) | > loss_gen: 3.2140674591064453 (2.5605507691701255) | > loss_kl: 2.990143060684204 (3.254856003655328) | > loss_feat: 7.657308578491211 (6.203103383382161) | > loss_mel: 18.10104751586914 (17.489108827379013) | > loss_duration: 2.1604957580566406 (2.3592050870259604) | > loss_1: 34.12306213378906 (31.866824467976887)  --> STEP: 10 | > loss_disc: 2.155041217803955 (2.4509479999542236) | > loss_disc_real_0: 0.15847881138324738 (0.22295042276382446) | > loss_disc_real_1: 0.11661699414253235 (0.15626278668642044) | > loss_disc_real_2: 0.23473183810710907 (0.23526474237442016) | > loss_disc_real_3: 0.2795514464378357 (0.30214704275131227) | > loss_disc_real_4: 0.1793748140335083 (0.252003476023674) | > loss_disc_real_5: 0.1405385434627533 (0.23261899799108504) | > loss_0: 2.155041217803955 (2.4509479999542236) | > loss_gen: 2.54897403717041 (2.5593930959701536) | > loss_kl: 3.5532336235046387 (3.2846937656402586) | > loss_feat: 8.137436866760254 (6.396536731719971) | > loss_mel: 17.620040893554688 (17.502202033996582) | > loss_duration: 2.3118343353271484 (2.354468011856079) | > loss_1: 34.17151641845703 (32.0972936630249)  --> STEP: 11 | > loss_disc: 2.512937068939209 (2.4565833698619497) | > loss_disc_real_0: 0.23315942287445068 (0.2238785136829723) | > loss_disc_real_1: 0.17377068102359772 (0.15785441344434564) | > loss_disc_real_2: 0.21706001460552216 (0.23360976712270218) | > loss_disc_real_3: 0.2961277663707733 (0.3015998358076269) | > loss_disc_real_4: 0.21945081651210785 (0.24904414334080435) | > loss_disc_real_5: 0.234922856092453 (0.23282843963666397) | > loss_0: 2.512937068939209 (2.4565833698619497) | > loss_gen: 2.5593771934509277 (2.559391650286588) | > loss_kl: 3.759450674057007 (3.327853484587236) | > loss_feat: 5.980310440063477 (6.358697977933017) | > loss_mel: 16.560251235961914 (17.416570143266156) | > loss_duration: 2.5085582733154297 (2.368476217443293) | > loss_1: 31.367948532104492 (32.03098956021395)  --> STEP: 12 | > loss_disc: 2.4689736366271973 (2.4576158920923867) | > loss_disc_real_0: 0.11553995311260223 (0.21485030030210814) | > loss_disc_real_1: 0.20080211758613586 (0.16143338878949484) | > loss_disc_real_2: 0.322986900806427 (0.2410578615963459) | > loss_disc_real_3: 0.230354443192482 (0.2956627197563648) | > loss_disc_real_4: 0.23715625703334808 (0.24805348614851633) | > loss_disc_real_5: 0.22469358146190643 (0.2321505347887675) | > loss_0: 2.4689736366271973 (2.4576158920923867) | > loss_gen: 2.43007755279541 (2.5486154754956565) | > loss_kl: 3.0303759574890137 (3.303063690662384) | > loss_feat: 6.6181464195251465 (6.380318681399028) | > loss_mel: 18.0653133392334 (17.470632076263428) | > loss_duration: 2.2804384231567383 (2.36113973458608) | > loss_1: 32.42435073852539 (32.06376965840658)  --> STEP: 13 | > loss_disc: 2.5239417552948 (2.4627178815694957) | > loss_disc_real_0: 0.1644282191991806 (0.210971678678806) | > loss_disc_real_1: 0.12324217706918716 (0.15849560327254808) | > loss_disc_real_2: 0.20138956606388092 (0.23800645424769476) | > loss_disc_real_3: 0.26423031091690063 (0.29324484215332913) | > loss_disc_real_4: 0.2012312412261963 (0.24445177500064558) | > loss_disc_real_5: 0.16798362135887146 (0.2272146183710832) | > loss_0: 2.5239417552948 (2.4627178815694957) | > loss_gen: 2.041926145553589 (2.5096393731924205) | > loss_kl: 3.5547921657562256 (3.3224274195157566) | > loss_feat: 5.351075172424316 (6.301146103785588) | > loss_mel: 16.45582389831543 (17.392569908728966) | > loss_duration: 2.2632031440734863 (2.3536061507004957) | > loss_1: 29.666818618774414 (31.8793888092041)  --> STEP: 14 | > loss_disc: 2.68740177154541 (2.4787667308534895) | > loss_disc_real_0: 0.379275381565094 (0.22299337174211228) | > loss_disc_real_1: 0.08118646591901779 (0.1529735220330102) | > loss_disc_real_2: 0.22993531823158264 (0.23742994453225816) | > loss_disc_real_3: 0.3319368064403534 (0.2960085538881166) | > loss_disc_real_4: 0.279386430978775 (0.24694710757051194) | > loss_disc_real_5: 0.2721664309501648 (0.23042546212673187) | > loss_0: 2.68740177154541 (2.4787667308534895) | > loss_gen: 2.4348621368408203 (2.504298142024449) | > loss_kl: 3.9210305213928223 (3.365184783935547) | > loss_feat: 7.160752296447754 (6.3625465461186) | > loss_mel: 19.245840072631836 (17.52494634900774) | > loss_duration: 2.3756730556488037 (2.3551823581968034) | > loss_1: 35.13815689086914 (32.11215795789446)  --> STEP: 15 | > loss_disc: 2.7553422451019287 (2.4972050984700522) | > loss_disc_real_0: 0.32034605741500854 (0.22948355078697205) | > loss_disc_real_1: 0.19678814709186554 (0.1558944970369339) | > loss_disc_real_2: 0.232002392411232 (0.23706810772418976) | > loss_disc_real_3: 0.31787118315696716 (0.29746606250603996) | > loss_disc_real_4: 0.2635118067264557 (0.24805142084757487) | > loss_disc_real_5: 0.22976267337799072 (0.23038127621014912) | > loss_0: 2.7553422451019287 (2.4972050984700522) | > loss_gen: 2.932983875274658 (2.5328771909077963) | > loss_kl: 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(2.3608169555664062) | > loss_1: 28.509984970092773 (32.02986001968384)  --> STEP: 17 | > loss_disc: 2.5567517280578613 (2.4876256830552044) | > loss_disc_real_0: 0.26660341024398804 (0.22551936787717483) | > loss_disc_real_1: 0.1671065241098404 (0.15718427738722632) | > loss_disc_real_2: 0.2614682614803314 (0.23652182344128103) | > loss_disc_real_3: 0.2455264925956726 (0.2920131604461109) | > loss_disc_real_4: 0.24127589166164398 (0.24641907653387854) | > loss_disc_real_5: 0.3351220488548279 (0.23480461450184092) | > loss_0: 2.5567517280578613 (2.4876256830552044) | > loss_gen: 2.670088052749634 (2.5321044641382553) | > loss_kl: 2.6781344413757324 (3.268143008737003) | > loss_feat: 6.060013771057129 (6.370879958657658) | > loss_mel: 18.22803497314453 (17.495988116544837) | > loss_duration: 2.4901957511901855 (2.36842747295604) | > loss_1: 32.12646484375 (32.03554265639361)  --> STEP: 18 | > loss_disc: 2.4421944618225098 (2.485101726320055) | > loss_disc_real_0: 0.151514932513237 (0.22140801035695606) | > loss_disc_real_1: 0.12270893156528473 (0.15526898039711845) | > loss_disc_real_2: 0.15057271718978882 (0.2317468730939759) | > loss_disc_real_3: 0.19297072291374207 (0.28651080280542374) | > loss_disc_real_4: 0.19439595937728882 (0.24352890335851246) | > loss_disc_real_5: 0.17498528957366943 (0.23148131867249808) | > loss_0: 2.4421944618225098 (2.485101726320055) | > loss_gen: 2.1160671710968018 (2.508991281191508) | > loss_kl: 2.8975796699523926 (3.2475561565823026) | > loss_feat: 8.971452713012695 (6.515356222788493) | > loss_mel: 17.64720344543457 (17.504388968149822) | > loss_duration: 2.265942096710205 (2.362733840942383) | > loss_1: 33.89824676513672 (32.13902621799045)  --> STEP: 19 | > loss_disc: 2.4699971675872803 (2.4843067495446456) | > loss_disc_real_0: 0.22594192624092102 (0.2216466375087437) | > loss_disc_real_1: 0.13258777558803558 (0.1540752327755878) | > loss_disc_real_2: 0.18568038940429688 (0.2293223213208349) | > loss_disc_real_3: 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2.6248626708984375 (2.491334545612335) | > loss_gen: 2.711005210876465 (2.5229379892349244) | > loss_kl: 2.5589041709899902 (3.1710355162620543) | > loss_feat: 6.378633975982666 (6.660387921333313) | > loss_mel: 17.771663665771484 (17.568687200546265) | > loss_duration: 2.315089702606201 (2.360403037071228) | > loss_1: 31.73529815673828 (32.28345146179199)  --> STEP: 21 | > loss_disc: 2.3816299438476562 (2.4861105169568742) | > loss_disc_real_0: 0.12716354429721832 (0.22270308222089494) | > loss_disc_real_1: 0.23302744328975677 (0.15737010254746392) | > loss_disc_real_2: 0.28273698687553406 (0.23755020399888357) | > loss_disc_real_3: 0.2622828185558319 (0.2862488620337986) | > loss_disc_real_4: 0.19055995345115662 (0.24134322858992077) | > loss_disc_real_5: 0.14122231304645538 (0.22658699183236986) | > loss_0: 2.3816299438476562 (2.4861105169568742) | > loss_gen: 2.4390220642089844 (2.5189419928051175) | > loss_kl: 2.8695805072784424 (3.1566805158342635) | > loss_feat: 5.111238956451416 (6.586618923005604) | > loss_mel: 13.800748825073242 (17.389261563618977) | > loss_duration: 2.2180230617523193 (2.353623038246518) | > loss_1: 26.438613891601562 (32.0051258632115)  --> STEP: 22 | > loss_disc: 2.523294687271118 (2.487800706516613) | > loss_disc_real_0: 0.1956448256969452 (0.22147316146980633) | > loss_disc_real_1: 0.14823020994663239 (0.15695465288378976) | > loss_disc_real_2: 0.21817249059677124 (0.2366693988442421) | > loss_disc_real_3: 0.26468005776405334 (0.28526846183971927) | > loss_disc_real_4: 0.2599463164806366 (0.24218882349404422) | > loss_disc_real_5: 0.2382148653268814 (0.22711553153666583) | > loss_0: 2.523294687271118 (2.487800706516613) | > loss_gen: 2.224797010421753 (2.5055717663331465) | > loss_kl: 2.4996469020843506 (3.126815351572904) | > loss_feat: 6.6851301193237305 (6.591096704656428) | > loss_mel: 17.90464973449707 (17.412688298658892) | > loss_duration: 2.181198835372925 (2.3457855744795366) | > loss_1: 31.49542236328125 (31.981957522305574)  --> STEP: 23 | > loss_disc: 2.7038331031799316 (2.497193419415018) | > loss_disc_real_0: 0.2695634961128235 (0.22356404558472012) | > loss_disc_real_1: 0.15356165170669556 (0.15680713109348132) | > loss_disc_real_2: 0.29392698407173157 (0.23915885907152426) | > loss_disc_real_3: 0.3546751141548157 (0.2882861423751582) | > loss_disc_real_4: 0.26666295528411865 (0.24325291618056918) | > loss_disc_real_5: 0.19304783642292023 (0.22563432740128558) | > loss_0: 2.7038331031799316 (2.497193419415018) | > loss_gen: 2.3138020038604736 (2.4972339505734653) | > loss_kl: 2.729619264602661 (3.109545956487241) | > loss_feat: 5.299953460693359 (6.534960041875425) | > loss_mel: 16.51670265197754 (17.373732400977094) | > loss_duration: 2.284735679626465 (2.343131231225055) | > loss_1: 29.144813537597656 (31.858603436013926)  --> STEP: 24 | > loss_disc: 2.4306459426879883 (2.494420607884725) | > loss_disc_real_0: 0.08891953527927399 (0.21795385765532652) | > loss_disc_real_1: 0.1509835422039032 (0.15656448155641556) | > loss_disc_real_2: 0.17906227707862854 (0.23665483482182026) | > loss_disc_real_3: 0.2442987859249115 (0.28645333585639793) | > loss_disc_real_4: 0.26262229681015015 (0.24405997370680174) | > loss_disc_real_5: 0.19187839329242706 (0.22422783014674982) | > loss_0: 2.4306459426879883 (2.494420607884725) | > loss_gen: 2.1640625 (2.483351806799571) | > loss_kl: 2.780977487564087 (3.0958556036154428) | > loss_feat: 8.568881034851074 (6.619706749916077) | > loss_mel: 18.806499481201172 (17.433431029319763) | > loss_duration: 2.441939353942871 (2.3472482363382974) | > loss_1: 34.762359619140625 (31.97959327697754)  --> STEP: 25 | > loss_disc: 2.4354453086853027 (2.492061595916748) | > loss_disc_real_0: 0.16959190368652344 (0.2160193794965744) | > loss_disc_real_1: 0.15150396525859833 (0.15636206090450286) | > loss_disc_real_2: 0.19943365454673767 (0.23516598761081695) | > loss_disc_real_3: 0.21579976379871368 (0.28362719297409056) | > loss_disc_real_4: 0.19462011754512787 (0.24208237946033478) | > loss_disc_real_5: 0.21111060678958893 (0.22370314121246337) | > loss_0: 2.4354453086853027 (2.492061595916748) | > loss_gen: 2.041830539703369 (2.465690956115723) | > loss_kl: 3.2272706031799316 (3.1011122035980225) | > loss_feat: 4.8933024406433105 (6.550650577545166) | > loss_mel: 14.612728118896484 (17.32060291290283) | > loss_duration: 2.4178149700164795 (2.350070905685425) | > loss_1: 27.19294548034668 (31.788127365112306)  --> STEP: 26 | > loss_disc: 2.0886666774749756 (2.4765464067459106) | > loss_disc_real_0: 0.15359005331993103 (0.2136182515667035) | > loss_disc_real_1: 0.10044185817241669 (0.1542112838763457) | > loss_disc_real_2: 0.10975832492113113 (0.23034261596890596) | > loss_disc_real_3: 0.19142413139343262 (0.2800809213748345) | > loss_disc_real_4: 0.19195646047592163 (0.24015445949939582) | > loss_disc_real_5: 0.11465160548686981 (0.21950885137686363) | > loss_0: 2.0886666774749756 (2.4765464067459106) | > loss_gen: 2.9974496364593506 (2.4861432130520162) | > loss_kl: 2.519794225692749 (3.078753819832435) | > loss_feat: 16.42608642578125 (6.9304750332465535) | > loss_mel: 22.75339126586914 (17.529556311093845) | > loss_duration: 2.300381660461426 (2.3481597808691173) | > loss_1: 46.997100830078125 (32.373087882995605) --> EVAL PERFORMANCE | > avg_loader_time: 0.00238492855658898 (-6.432716663067137e-05) | > avg_loss_disc: 2.4765464067459106 (+0.02156243874476438) | > avg_loss_disc_real_0: 0.2136182515667035 (+0.09643857510617146) | > avg_loss_disc_real_1: 0.1542112838763457 (+0.0002676520783167491) | > avg_loss_disc_real_2: 0.23034261596890596 (+0.041492091635098816) | > avg_loss_disc_real_3: 0.2800809213748345 (+0.048013937014799835) | > avg_loss_disc_real_4: 0.24015445949939582 (+0.006854293438104481) | > avg_loss_disc_real_5: 0.21950885137686363 (+0.004650056935273678) | > avg_loss_0: 2.4765464067459106 (+0.02156243874476438) | > avg_loss_gen: 2.4861432130520162 (+0.3942416172761187) | > avg_loss_kl: 3.078753819832435 (+0.1201611390480628) | > avg_loss_feat: 6.9304750332465535 (+0.1457175474900465) | > avg_loss_mel: 17.529556311093845 (+0.687447217794567) | > avg_loss_duration: 2.3481597808691173 (-0.007857075104347189) | > avg_loss_1: 32.373087882995605 (+1.3397101622361411)  > EPOCH: 810/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:05:03)   --> TIME: 2024-06-12 03:05:13 -- STEP: 24/330 -- GLOBAL_STEP: 355325 | > loss_disc: 2.4267208576202393 (2.321237742900849) | > loss_disc_real_0: 0.1072385311126709 (0.10430718834201495) | > loss_disc_real_1: 0.2000514268875122 (0.2023593739916881) | > loss_disc_real_2: 0.20096147060394287 (0.2108082448442777) | > loss_disc_real_3: 0.22804602980613708 (0.22501697080830732) | > loss_disc_real_4: 0.22030851244926453 (0.23247671934465566) | > loss_disc_real_5: 0.2255910038948059 (0.22224622157712778) | > loss_0: 2.4267208576202393 (2.321237742900849) | > grad_norm_0: tensor(13.4409, device='cuda:0') (tensor(11.0594, device='cuda:0')) | > loss_gen: 2.36149001121521 (2.4897549152374268) | > loss_kl: 1.9704161882400513 (1.9324191560347874) | > loss_feat: 7.164927005767822 (6.890713632106781) | > loss_mel: 17.50756072998047 (17.29763662815094) | > loss_duration: 1.9320175647735596 (2.0270545482635502) | > loss_1: 30.936412811279297 (30.637578805287678) | > grad_norm_1: tensor(40.8292, device='cuda:0') (tensor(131.7110, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3627 (0.356955091158549) | > loader_time: 0.003 (0.0030968785285949707)  --> TIME: 2024-06-12 03:05:22 -- STEP: 49/330 -- GLOBAL_STEP: 355350 | > loss_disc: 2.3469018936157227 (2.327873760340164) | > loss_disc_real_0: 0.1300162971019745 (0.10391786648910872) | > loss_disc_real_1: 0.17883612215518951 (0.19806557133489724) | > loss_disc_real_2: 0.2165403664112091 (0.20862237835416989) | > loss_disc_real_3: 0.2106345146894455 (0.2286830945890777) | > loss_disc_real_4: 0.20437046885490417 (0.232465852888263) | > loss_disc_real_5: 0.19097091257572174 (0.22387675302369253) | > loss_0: 2.3469018936157227 (2.327873760340164) | > grad_norm_0: tensor(12.0776, device='cuda:0') (tensor(9.8453, device='cuda:0')) | > loss_gen: 2.399617910385132 (2.5124046315952224) | > loss_kl: 1.8568953275680542 (1.9559030508508488) | > loss_feat: 7.4908447265625 (7.007616850794578) | > loss_mel: 17.431798934936523 (17.243212583113685) | > loss_duration: 1.9350513219833374 (1.9974853749177897) | > loss_1: 31.114208221435547 (30.71662252776477) | > grad_norm_1: tensor(96.3302, device='cuda:0') (tensor(112.4320, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3714 (0.3615581259435537) | > loader_time: 0.0035 (0.0032986037585200096)  --> TIME: 2024-06-12 03:05:31 -- STEP: 74/330 -- GLOBAL_STEP: 355375 | > loss_disc: 2.2617740631103516 (2.3359223056483907) | > loss_disc_real_0: 0.07227658480405807 (0.10486376094254288) | > loss_disc_real_1: 0.1821715533733368 (0.19707158127346555) | > loss_disc_real_2: 0.223003089427948 (0.20861723696863332) | > loss_disc_real_3: 0.23009942471981049 (0.2290206497182717) | > loss_disc_real_4: 0.2386762648820877 (0.23390318896319415) | > loss_disc_real_5: 0.23548021912574768 (0.2246396835591342) | > loss_0: 2.2617740631103516 (2.3359223056483907) | > grad_norm_0: tensor(5.2636, device='cuda:0') (tensor(9.5868, device='cuda:0')) | > loss_gen: 2.5723636150360107 (2.5040153941592656) | > loss_kl: 2.156888008117676 (1.977153120814143) | > loss_feat: 7.201820373535156 (7.034035850215602) | > loss_mel: 16.997379302978516 (17.26072462185009) | > loss_duration: 1.9229137897491455 (1.9853867743466351) | > loss_1: 30.851364135742188 (30.761315732388884) | > grad_norm_1: tensor(71.0727, device='cuda:0') (tensor(105.4169, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3646 (0.3639898815670529) | > loader_time: 0.0034 (0.0034434698723457956)  --> TIME: 2024-06-12 03:05:41 -- STEP: 99/330 -- GLOBAL_STEP: 355400 | > loss_disc: 2.3822438716888428 (2.344433086087005) | > loss_disc_real_0: 0.13972210884094238 (0.10668899570450638) | > loss_disc_real_1: 0.24454376101493835 (0.19755836929937806) | > loss_disc_real_2: 0.2439221441745758 (0.20983311774754765) | > loss_disc_real_3: 0.24391452968120575 (0.22962002335774778) | > loss_disc_real_4: 0.24323225021362305 (0.23369712901837897) | > loss_disc_real_5: 0.21730293333530426 (0.2242377522316846) | > loss_0: 2.3822438716888428 (2.344433086087005) | > grad_norm_0: tensor(10.0952, device='cuda:0') (tensor(10.0470, device='cuda:0')) | > loss_gen: 2.4064197540283203 (2.493647604277641) | > loss_kl: 1.9382256269454956 (1.979762173662282) | > loss_feat: 6.574591636657715 (6.961424914273349) | > loss_mel: 17.12452507019043 (17.237937224031683) | > loss_duration: 1.998478889465332 (1.987018842889805) | > loss_1: 30.042240142822266 (30.65979073264382) | > grad_norm_1: tensor(99.2224, device='cuda:0') (tensor(114.2846, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3692 (0.3650346380291563) | > loader_time: 0.0037 (0.0035524849939827965)  --> TIME: 2024-06-12 03:05:50 -- STEP: 124/330 -- GLOBAL_STEP: 355425 | > loss_disc: 2.348696708679199 (2.3419875983268983) | > loss_disc_real_0: 0.14920605719089508 (0.10749456863249501) | > loss_disc_real_1: 0.21060477197170258 (0.1963674519811907) | > loss_disc_real_2: 0.20113429427146912 (0.209008495052976) | > loss_disc_real_3: 0.2454788237810135 (0.22905238032821687) | > loss_disc_real_4: 0.22646117210388184 (0.2321199398607977) | > loss_disc_real_5: 0.22632433474063873 (0.22377108422017866) | > loss_0: 2.348696708679199 (2.3419875983268983) | > grad_norm_0: tensor(10.5493, device='cuda:0') (tensor(10.7256, device='cuda:0')) | > loss_gen: 2.5329012870788574 (2.4898612845328554) | > loss_kl: 1.9480326175689697 (1.9921302170522752) | > loss_feat: 7.073604583740234 (6.951946831518604) | > loss_mel: 18.03692054748535 (17.234367501351127) | > loss_duration: 2.013988733291626 (1.9916036542384856) | > loss_1: 31.60544776916504 (30.65990949446155) | > grad_norm_1: tensor(62.1207, device='cuda:0') (tensor(117.8402, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3819 (0.367112111660742) | > loader_time: 0.0039 (0.003652436117972097)  --> TIME: 2024-06-12 03:06:00 -- STEP: 149/330 -- GLOBAL_STEP: 355450 | > loss_disc: 2.3493025302886963 (2.3473784843547234) | > loss_disc_real_0: 0.11051531136035919 (0.1089752073455977) | > loss_disc_real_1: 0.2187509685754776 (0.1964160531959278) | > loss_disc_real_2: 0.21612772345542908 (0.21025501781662034) | > loss_disc_real_3: 0.21555176377296448 (0.22912670331913354) | > loss_disc_real_4: 0.22686484456062317 (0.23271834000245037) | > loss_disc_real_5: 0.2047673612833023 (0.2237226087975022) | > loss_0: 2.3493025302886963 (2.3473784843547234) | > grad_norm_0: tensor(16.7567, device='cuda:0') (tensor(10.8873, device='cuda:0')) | > loss_gen: 2.4708046913146973 (2.4840766919539288) | > loss_kl: 2.0162179470062256 (2.000489897375939) | > loss_feat: 6.892306327819824 (6.95435527187066) | > loss_mel: 16.741300582885742 (17.24081723642028) | > loss_duration: 2.0290331840515137 (1.9955194068435054) | > loss_1: 30.1496639251709 (30.675258559668624) | > grad_norm_1: tensor(95.9626, device='cuda:0') (tensor(120.0841, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3879 (0.37114230898402684) | > loader_time: 0.0039 (0.003722390872520088)  --> TIME: 2024-06-12 03:06:10 -- STEP: 174/330 -- GLOBAL_STEP: 355475 | > loss_disc: 2.414123296737671 (2.3577189418091162) | > loss_disc_real_0: 0.12320810556411743 (0.11077864288256087) | > loss_disc_real_1: 0.2459375560283661 (0.19723628187316591) | > loss_disc_real_2: 0.255805641412735 (0.21033608082724706) | > loss_disc_real_3: 0.24267517030239105 (0.22973663873713593) | > loss_disc_real_4: 0.2295019030570984 (0.23309783029487763) | > loss_disc_real_5: 0.24906007945537567 (0.22386934582529397) | > loss_0: 2.414123296737671 (2.3577189418091162) | > grad_norm_0: tensor(9.1125, device='cuda:0') (tensor(11.0038, device='cuda:0')) | > loss_gen: 2.5140933990478516 (2.474031951235629) | > loss_kl: 2.141524314880371 (2.009280058844337) | > loss_feat: 6.954432964324951 (6.9345671226238395) | > loss_mel: 17.619064331054688 (17.22046239896751) | > loss_duration: 2.095466375350952 (2.0008299076694187) | > loss_1: 31.324581146240234 (30.639171501685833) | > grad_norm_1: tensor(56.6697, device='cuda:0') (tensor(117.1814, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.4016 (0.37335117383934996) | > loader_time: 0.0041 (0.0038006894889919237)  --> TIME: 2024-06-12 03:06:20 -- STEP: 199/330 -- GLOBAL_STEP: 355500 | > loss_disc: 2.451923370361328 (2.358024646289382) | > loss_disc_real_0: 0.11572204530239105 (0.11179521668646204) | > loss_disc_real_1: 0.20372962951660156 (0.19750766860480287) | > loss_disc_real_2: 0.23039448261260986 (0.21013027167499956) | > loss_disc_real_3: 0.2158757597208023 (0.22910549135962924) | > loss_disc_real_4: 0.2394270896911621 (0.2327817775795807) | > loss_disc_real_5: 0.2609993815422058 (0.22385464533789073) | > loss_0: 2.451923370361328 (2.358024646289382) | > grad_norm_0: tensor(12.3570, device='cuda:0') (tensor(11.4464, device='cuda:0')) | > loss_gen: 2.395416736602783 (2.472090211944963) | > loss_kl: 2.064073324203491 (2.01852334264535) | > loss_feat: 6.062309265136719 (6.941195871362735) | > loss_mel: 16.80939292907715 (17.188737385237026) | > loss_duration: 2.1348257064819336 (2.0092684042513675) | > loss_1: 29.466018676757812 (30.629815278939866) | > grad_norm_1: tensor(79.8856, device='cuda:0') (tensor(124.1426, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.3854 (0.376118861251141) | > loader_time: 0.0044 (0.0039237264412731385) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_355500.pth  --> TIME: 2024-06-12 03:06:35 -- STEP: 224/330 -- GLOBAL_STEP: 355525 | > loss_disc: 2.3582799434661865 (2.3649966131363587) | > loss_disc_real_0: 0.10022280365228653 (0.11315610855152565) | > loss_disc_real_1: 0.16498813033103943 (0.1982078151777387) | > loss_disc_real_2: 0.19845974445343018 (0.2110010080837777) | > loss_disc_real_3: 0.20278821885585785 (0.2295491506478616) | > loss_disc_real_4: 0.21785606443881989 (0.23284234312762106) | > loss_disc_real_5: 0.19816352427005768 (0.2238541961248432) | > loss_0: 2.3582799434661865 (2.3649966131363587) | > grad_norm_0: tensor(24.0304, device='cuda:0') (tensor(12.3398, device='cuda:0')) | > loss_gen: 2.269199848175049 (2.467277293758733) | > loss_kl: 2.040713310241699 (2.022302666412935) | > loss_feat: 6.622460842132568 (6.93038658797741) | > loss_mel: 16.343276977539062 (17.149573100464675) | > loss_duration: 2.139741897583008 (2.0173704097313547) | > loss_1: 29.41539192199707 (30.5869101030486) | > grad_norm_1: tensor(443.3564, device='cuda:0') (tensor(140.0939, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.4012 (0.38008580569710054) | > loader_time: 0.0054 (0.0040634050965309134)  --> TIME: 2024-06-12 03:06:46 -- STEP: 249/330 -- GLOBAL_STEP: 355550 | > loss_disc: 2.415245532989502 (2.3674718711270857) | > loss_disc_real_0: 0.11274611204862595 (0.11441013216972351) | > loss_disc_real_1: 0.16736964881420135 (0.19782817040581305) | > loss_disc_real_2: 0.22918514907360077 (0.21132549703360556) | > loss_disc_real_3: 0.24255701899528503 (0.22977681936748534) | > loss_disc_real_4: 0.23827941715717316 (0.23273951670970303) | > loss_disc_real_5: 0.21255072951316833 (0.22353906528538012) | > loss_0: 2.415245532989502 (2.3674718711270857) | > grad_norm_0: tensor(8.6877, device='cuda:0') (tensor(14.1985, device='cuda:0')) | > loss_gen: 2.5112357139587402 (2.4698383836861115) | > loss_kl: 2.1189773082733154 (2.0255056854232762) | > loss_feat: 7.118895053863525 (6.942635547683901) | > loss_mel: 16.523250579833984 (17.11325360110485) | > loss_duration: 2.0891337394714355 (2.0260742567629224) | > loss_1: 30.361494064331055 (30.57730751343999) | > grad_norm_1: tensor(361.1198, device='cuda:0') (tensor(165.1134, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.415 (0.3843659827986875) | > loader_time: 0.0056 (0.004191612144071895)  --> TIME: 2024-06-12 03:06:57 -- STEP: 274/330 -- GLOBAL_STEP: 355575 | > loss_disc: 2.496927499771118 (2.3658506026233193) | > loss_disc_real_0: 0.1803790032863617 (0.11544453522639117) | > loss_disc_real_1: 0.23080852627754211 (0.19806879258503887) | > loss_disc_real_2: 0.24046941101551056 (0.21117386428544116) | > loss_disc_real_3: 0.20405125617980957 (0.2297843274843954) | > loss_disc_real_4: 0.21181361377239227 (0.23263942336078977) | > loss_disc_real_5: 0.21395981311798096 (0.2231912691227711) | > loss_0: 2.496927499771118 (2.3658506026233193) | > grad_norm_0: tensor(45.2374, device='cuda:0') (tensor(15.7230, device='cuda:0')) | > loss_gen: 2.215104579925537 (2.475923173619013) | > loss_kl: 2.0542659759521484 (2.0290489161971745) | > loss_feat: 7.157905578613281 (6.965319391584746) | > loss_mel: 16.636035919189453 (17.076784840465457) | > loss_duration: 2.1218628883361816 (2.0348634584976804) | > loss_1: 30.1851749420166 (30.58193978776027) | > grad_norm_1: tensor(279.0370, device='cuda:0') (tensor(186.2548, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.4391 (0.38878701551117173) | > loader_time: 0.0062 (0.004359244430152171)  --> TIME: 2024-06-12 03:07:09 -- STEP: 299/330 -- GLOBAL_STEP: 355600 | > loss_disc: 2.326645612716675 (2.368474739451073) | > loss_disc_real_0: 0.1441776305437088 (0.11676423639108903) | > loss_disc_real_1: 0.18695808947086334 (0.19827688039345892) | > loss_disc_real_2: 0.20393356680870056 (0.21131687708522956) | > loss_disc_real_3: 0.22393472492694855 (0.2300137863011663) | > loss_disc_real_4: 0.23504933714866638 (0.23251667693506514) | > loss_disc_real_5: 0.201634481549263 (0.22231166004935235) | > loss_0: 2.326645612716675 (2.368474739451073) | > grad_norm_0: tensor(54.7078, device='cuda:0') (tensor(18.0252, device='cuda:0')) | > loss_gen: 2.358546733856201 (2.4769474973646686) | > loss_kl: 1.9201056957244873 (2.0334243527224256) | > loss_feat: 6.666027069091797 (6.973237248168741) | > loss_mel: 16.96120262145996 (17.029825357290413) | > loss_duration: 2.207737684249878 (2.0455750426321124) | > loss_1: 30.11362075805664 (30.55900948821103) | > grad_norm_1: tensor(604.1932, device='cuda:0') (tensor(213.6149, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.4707 (0.3946008435061145) | > loader_time: 0.0066 (0.0045444359348769175)  --> TIME: 2024-06-12 03:07:23 -- STEP: 324/330 -- GLOBAL_STEP: 355625 | > loss_disc: 2.521270275115967 (2.371172553963132) | > loss_disc_real_0: 0.14580866694450378 (0.11773912274037246) | > loss_disc_real_1: 0.15547364950180054 (0.19955036733989362) | > loss_disc_real_2: 0.18504273891448975 (0.21141593834316286) | > loss_disc_real_3: 0.16731828451156616 (0.22993104297805717) | > loss_disc_real_4: 0.20720063149929047 (0.23224342646606175) | > loss_disc_real_5: 0.18682320415973663 (0.2220529614959234) | > loss_0: 2.521270275115967 (2.371172553963132) | > grad_norm_0: tensor(21.5729, device='cuda:0') (tensor(19.3922, device='cuda:0')) | > loss_gen: 2.4923791885375977 (2.4766913593551254) | > loss_kl: 2.1747241020202637 (2.0398484453742913) | > loss_feat: 9.28995132446289 (7.034555695675038) | > loss_mel: 17.06597137451172 (17.00209938449624) | > loss_duration: 2.2615647315979004 (2.0601945905773738) | > loss_1: 33.28459167480469 (30.61338946260052) | > grad_norm_1: tensor(288.9883, device='cuda:0') (tensor(232.3607, device='cuda:0')) | > current_lr_0: 0.0001807402717286606 | > current_lr_1: 0.0001807402717286606 | > step_time: 0.5916 (0.4058531581619641) | > loader_time: 0.0089 (0.00480247500502033)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5821571350097656 (2.5821571350097656) | > loss_disc_real_0: 0.2572093605995178 (0.2572093605995178) | > loss_disc_real_1: 0.18527257442474365 (0.18527257442474365) | > loss_disc_real_2: 0.24010948836803436 (0.24010948836803436) | > loss_disc_real_3: 0.2321477234363556 (0.2321477234363556) | > loss_disc_real_4: 0.2669094502925873 (0.2669094502925873) | > loss_disc_real_5: 0.2533945143222809 (0.2533945143222809) | > loss_0: 2.5821571350097656 (2.5821571350097656) | > loss_gen: 2.2148852348327637 (2.2148852348327637) | > loss_kl: 2.9429123401641846 (2.9429123401641846) | > loss_feat: 4.857336044311523 (4.857336044311523) | > loss_mel: 15.730253219604492 (15.730253219604492) | > loss_duration: 2.9209938049316406 (2.9209938049316406) | > loss_1: 28.6663818359375 (28.6663818359375)  --> STEP: 1 | > loss_disc: 2.121389627456665 (2.121389627456665) | > loss_disc_real_0: 0.05722162872552872 (0.05722162872552872) | > loss_disc_real_1: 0.15639866888523102 (0.15639866888523102) | > loss_disc_real_2: 0.2149464190006256 (0.2149464190006256) | > loss_disc_real_3: 0.17227958142757416 (0.17227958142757416) | > loss_disc_real_4: 0.18784725666046143 (0.18784725666046143) | > loss_disc_real_5: 0.16633717715740204 (0.16633717715740204) | > loss_0: 2.121389627456665 (2.121389627456665) | > loss_gen: 2.2635679244995117 (2.2635679244995117) | > loss_kl: 3.141472101211548 (3.141472101211548) | > loss_feat: 6.633350372314453 (6.633350372314453) | > loss_mel: 17.681163787841797 (17.681163787841797) | > loss_duration: 2.3868556022644043 (2.3868556022644043) | > loss_1: 32.10641098022461 (32.10641098022461)  --> STEP: 2 | > loss_disc: 2.48036527633667 (2.3008774518966675) | > loss_disc_real_0: 0.13651037216186523 (0.09686600044369698) | > loss_disc_real_1: 0.1531364619731903 (0.15476756542921066) | > loss_disc_real_2: 0.27791646122932434 (0.24643144011497498) | > loss_disc_real_3: 0.2702871263027191 (0.22128335386514664) | > loss_disc_real_4: 0.251919686794281 (0.21988347172737122) | > loss_disc_real_5: 0.21138346195220947 (0.18886031955480576) | > loss_0: 2.48036527633667 (2.3008774518966675) | > loss_gen: 2.3779940605163574 (2.3207809925079346) | > loss_kl: 3.1043238639831543 (3.122897982597351) | > loss_feat: 5.590607166290283 (6.111978769302368) | > loss_mel: 16.931509017944336 (17.306336402893066) | > loss_duration: 2.480210542678833 (2.4335330724716187) | > loss_1: 30.48464584350586 (31.295528411865234)  --> STEP: 3 | > loss_disc: 2.460840940475464 (2.354198614756266) | > loss_disc_real_0: 0.09266985207796097 (0.09546728432178497) | > loss_disc_real_1: 0.15495681762695312 (0.15483064949512482) | > loss_disc_real_2: 0.2318788319826126 (0.24158057073752084) | > loss_disc_real_3: 0.30734017491340637 (0.24996896088123322) | > loss_disc_real_4: 0.34266236424446106 (0.2608097692330678) | > loss_disc_real_5: 0.23990578949451447 (0.20587547620137533) | > loss_0: 2.460840940475464 (2.354198614756266) | > loss_gen: 2.4682016372680664 (2.3699212074279785) | > loss_kl: 3.4077320098876953 (3.2178426583607993) | > loss_feat: 5.848809242248535 (6.024255593617757) | > loss_mel: 15.252744674682617 (16.621805826822918) | > loss_duration: 2.332972764968872 (2.400012969970703) | > loss_1: 29.31045913696289 (30.633838653564453)  --> STEP: 4 | > loss_disc: 2.2111306190490723 (2.3184316158294678) | > loss_disc_real_0: 0.13858918845653534 (0.10624776035547256) | > loss_disc_real_1: 0.10966898500919342 (0.14354023337364197) | > loss_disc_real_2: 0.18983419239521027 (0.2286439761519432) | > loss_disc_real_3: 0.22023414075374603 (0.24253525584936142) | > loss_disc_real_4: 0.23698671162128448 (0.254854004830122) | > loss_disc_real_5: 0.16705957055091858 (0.19617149978876114) | > loss_0: 2.2111306190490723 (2.3184316158294678) | > loss_gen: 2.244234561920166 (2.3384995460510254) | > loss_kl: 4.609863758087158 (3.565847933292389) | > loss_feat: 5.759581089019775 (5.958086967468262) | > loss_mel: 18.289209365844727 (17.03865671157837) | > loss_duration: 2.492321491241455 (2.423090100288391) | > loss_1: 33.39521026611328 (31.32418155670166)  --> STEP: 5 | > loss_disc: 2.3242104053497314 (2.3195873737335204) | > loss_disc_real_0: 0.14095786213874817 (0.11318978071212768) | > loss_disc_real_1: 0.12388531118631363 (0.1396092489361763) | > loss_disc_real_2: 0.18189063668251038 (0.21929330825805665) | > loss_disc_real_3: 0.18522626161575317 (0.23107345700263976) | > loss_disc_real_4: 0.18757015466690063 (0.2413972347974777) | > loss_disc_real_5: 0.18340393900871277 (0.19361798763275145) | > loss_0: 2.3242104053497314 (2.3195873737335204) | > loss_gen: 2.1171414852142334 (2.294227933883667) | > loss_kl: 2.7118406295776367 (3.3950464725494385) | > loss_feat: 6.022975444793701 (5.971064662933349) | > loss_mel: 18.401222229003906 (17.311169815063476) | > loss_duration: 2.3341894149780273 (2.405309963226318) | > loss_1: 31.58736801147461 (31.37681884765625)  --> STEP: 6 | > loss_disc: 2.489511728286743 (2.347908099492391) | > loss_disc_real_0: 0.07697571814060211 (0.10715410361687343) | > loss_disc_real_1: 0.0904419869184494 (0.13141470526655516) | > loss_disc_real_2: 0.21315811574459076 (0.218270776172479) | > loss_disc_real_3: 0.24232496321201324 (0.23294870803753534) | > loss_disc_real_4: 0.25564563274383545 (0.24377196778853735) | > loss_disc_real_5: 0.24634087085723877 (0.20240513483683267) | > loss_0: 2.489511728286743 (2.347908099492391) | > loss_gen: 2.0803444385528564 (2.2585806846618652) | > loss_kl: 2.6519711017608643 (3.2712005774180093) | > loss_feat: 5.618399143218994 (5.91228707631429) | > loss_mel: 18.29147720336914 (17.474554379781086) | > loss_duration: 2.215167999267578 (2.373619635899862) | > loss_1: 30.85736083984375 (31.290242513020832)  --> STEP: 7 | > loss_disc: 2.55340838432312 (2.377265283039638) | > loss_disc_real_0: 0.15577152371406555 (0.11409944934504372) | > loss_disc_real_1: 0.19625230133533478 (0.1406772189906665) | > loss_disc_real_2: 0.25611642003059387 (0.22367729672363826) | > loss_disc_real_3: 0.2445928007364273 (0.23461214985166276) | > loss_disc_real_4: 0.278919517993927 (0.2487930463893073) | > loss_disc_real_5: 0.21708877384662628 (0.2045027975525175) | > loss_0: 2.55340838432312 (2.377265283039638) | > loss_gen: 2.33209490776062 (2.269082716533116) | > loss_kl: 4.697545051574707 (3.474964073726109) | > loss_feat: 4.963422775268555 (5.776735033307757) | > loss_mel: 16.161514282226562 (17.286977222987584) | > loss_duration: 2.487283945083618 (2.389857394354684) | > loss_1: 30.641860961914062 (31.197616577148438)  --> STEP: 8 | > loss_disc: 2.183553457260132 (2.3530513048171997) | > loss_disc_real_0: 0.12157472968101501 (0.11503385938704014) | > loss_disc_real_1: 0.15059450268745422 (0.141916879452765) | > loss_disc_real_2: 0.14485080540180206 (0.21382398530840874) | > loss_disc_real_3: 0.2341948300600052 (0.23455998487770557) | > loss_disc_real_4: 0.2785988450050354 (0.2525187712162733) | > loss_disc_real_5: 0.2081267386674881 (0.2049557901918888) | > loss_0: 2.183553457260132 (2.3530513048171997) | > loss_gen: 2.5337634086608887 (2.3021678030490875) | > loss_kl: 3.270728826522827 (3.449434667825699) | > loss_feat: 8.731951713562012 (6.146137118339539) | > loss_mel: 17.372806549072266 (17.29770588874817) | > loss_duration: 2.294613838195801 (2.3779519498348236) | > loss_1: 34.20386505126953 (31.573397636413574)  --> STEP: 9 | > loss_disc: 2.739950180053711 (2.3960400687323675) | > loss_disc_real_0: 0.17482995986938477 (0.1216778705517451) | > loss_disc_real_1: 0.14496883749961853 (0.1422559859024154) | > loss_disc_real_2: 0.1975044459104538 (0.2120107031530804) | > loss_disc_real_3: 0.25591740012168884 (0.23693303101592594) | > loss_disc_real_4: 0.2600446939468384 (0.2533549848530028) | > loss_disc_real_5: 0.26091867685317993 (0.21117388870981005) | > loss_0: 2.739950180053711 (2.3960400687323675) | > loss_gen: 2.1073672771453857 (2.2805233001708984) | > loss_kl: 2.713071823120117 (3.367616573969523) | > loss_feat: 9.975921630859375 (6.5716687308417425) | > loss_mel: 18.581811904907227 (17.440384334988064) | > loss_duration: 2.1971774101257324 (2.357865889867147) | > loss_1: 35.57535171508789 (32.018059200710724)  --> STEP: 10 | > loss_disc: 2.279283046722412 (2.384364366531372) | > loss_disc_real_0: 0.08220849931240082 (0.11773093342781067) | > loss_disc_real_1: 0.14512167870998383 (0.14254255518317221) | > loss_disc_real_2: 0.2591967284679413 (0.2167293056845665) | > loss_disc_real_3: 0.2804463505744934 (0.24128436297178268) | > loss_disc_real_4: 0.22021038830280304 (0.2500405251979828) | > loss_disc_real_5: 0.1535484939813614 (0.2054113492369652) | > loss_0: 2.279283046722412 (2.384364366531372) | > loss_gen: 2.541048049926758 (2.3065757751464844) | > loss_kl: 3.0602481365203857 (3.3368797302246094) | > loss_feat: 8.068987846374512 (6.72140064239502) | > loss_mel: 17.15216827392578 (17.411562728881837) | > loss_duration: 2.4101548194885254 (2.3630947828292848) | > loss_1: 33.232608795166016 (32.13951416015625)  --> STEP: 11 | > loss_disc: 2.6260950565338135 (2.4063398838043213) | > loss_disc_real_0: 0.1781790852546692 (0.12322621995752508) | > loss_disc_real_1: 0.16572356224060059 (0.14464991946112027) | > loss_disc_real_2: 0.18807728588581085 (0.21412457661195236) | > loss_disc_real_3: 0.2603726387023926 (0.2430196607654745) | > loss_disc_real_4: 0.26396313309669495 (0.25130621682513843) | > loss_disc_real_5: 0.243670254945755 (0.2088894315741279) | > loss_0: 2.6260950565338135 (2.4063398838043213) | > loss_gen: 1.9787256717681885 (2.276771220293912) | > loss_kl: 3.4527034759521484 (3.3474091616543857) | > loss_feat: 4.5725507736206055 (6.526050654324618) | > loss_mel: 16.738296508789062 (17.350356708873402) | > loss_duration: 2.5341238975524902 (2.378642884167758) | > loss_1: 29.276399612426758 (31.87923101945357)  --> STEP: 12 | > loss_disc: 2.4796254634857178 (2.4124470154444375) | > loss_disc_real_0: 0.10690073668956757 (0.12186576301852863) | > loss_disc_real_1: 0.19566218554973602 (0.14890094163517156) | > loss_disc_real_2: 0.24711838364601135 (0.21687406053145727) | > loss_disc_real_3: 0.21785558760166168 (0.24092265466849008) | > loss_disc_real_4: 0.2679438889026642 (0.25269268949826557) | > loss_disc_real_5: 0.26276999711990356 (0.21337947870294252) | > loss_0: 2.4796254634857178 (2.4124470154444375) | > loss_gen: 2.263455629348755 (2.275661587715149) | > loss_kl: 3.1585161685943604 (3.3316680788993835) | > loss_feat: 7.12190580368042 (6.575705250104268) | > loss_mel: 16.54693603515625 (17.28340498606364) | > loss_duration: 2.3058972358703613 (2.3725807468096414) | > loss_1: 31.396711349487305 (31.83902104695638)  --> STEP: 13 | > loss_disc: 2.4096696376800537 (2.4122333710010233) | > loss_disc_real_0: 0.052895236760377884 (0.11656033792174779) | > loss_disc_real_1: 0.167507603764534 (0.1503322233374302) | > loss_disc_real_2: 0.2485157549381256 (0.2193080370242779) | > loss_disc_real_3: 0.26855042576789856 (0.24304786782998306) | > loss_disc_real_4: 0.2415534406900406 (0.2518358242053252) | > loss_disc_real_5: 0.20321308076381683 (0.21259744809224054) | > loss_0: 2.4096696376800537 (2.4122333710010233) | > loss_gen: 2.180190324783325 (2.268317644412701) | > loss_kl: 2.884258508682251 (3.29725195811345) | > loss_feat: 6.619935035705566 (6.579107541304368) | > loss_mel: 14.9580078125 (17.1045282804049) | > loss_duration: 2.180863380432129 (2.3578332570882945) | > loss_1: 28.823253631591797 (31.60703893808218)  --> STEP: 14 | > loss_disc: 2.231203556060791 (2.399302669933864) | > loss_disc_real_0: 0.12246943265199661 (0.11698241611676556) | > loss_disc_real_1: 0.11707470566034317 (0.14795668636049544) | > loss_disc_real_2: 0.2721053957939148 (0.22307927693639482) | > loss_disc_real_3: 0.22540991008281708 (0.2417880137051855) | > loss_disc_real_4: 0.20906300842761993 (0.24878062307834625) | > loss_disc_real_5: 0.19396838545799255 (0.21126680076122284) | > loss_0: 2.231203556060791 (2.399302669933864) | > loss_gen: 2.438931941986084 (2.280504379953657) | > loss_kl: 3.9380083084106445 (3.343020268848964) | > loss_feat: 6.2539286613464355 (6.55588047845023) | > loss_mel: 18.244609832763672 (17.185962677001957) | > loss_duration: 2.4534692764282227 (2.3646644013268605) | > loss_1: 33.328948974609375 (31.730032512119838)  --> STEP: 15 | > loss_disc: 2.6239333152770996 (2.4142780462900797) | > loss_disc_real_0: 0.24612335860729218 (0.12559181228280067) | > loss_disc_real_1: 0.15317119657993317 (0.14830432037512462) | > loss_disc_real_2: 0.19905899465084076 (0.22147792478402456) | > loss_disc_real_3: 0.20529767870903015 (0.2393553247054418) | > loss_disc_real_4: 0.2556922733783722 (0.24924139976501464) | > loss_disc_real_5: 0.20200277864933014 (0.21064919928709666) | > loss_0: 2.6239333152770996 (2.4142780462900797) | > loss_gen: 2.238126754760742 (2.277679204940796) | > loss_kl: 3.4336020946502686 (3.349059057235718) | > loss_feat: 7.500293731689453 (6.618841361999512) | > loss_mel: 17.2958984375 (17.193291727701826) | > loss_duration: 2.391512155532837 (2.366454251607259) | > loss_1: 32.859432220458984 (31.805325826009113)  --> STEP: 16 | > loss_disc: 2.8017544746398926 (2.438495323061943) | > loss_disc_real_0: 0.22017884254455566 (0.13150350167416036) | > loss_disc_real_1: 0.17508453130722046 (0.1499780835583806) | > loss_disc_real_2: 0.20586642622947693 (0.22050220612436533) | > loss_disc_real_3: 0.23020613193511963 (0.23878350015729666) | > loss_disc_real_4: 0.2552875578403473 (0.24961928464472294) | > loss_disc_real_5: 0.25165048241615295 (0.21321177948266268) | > loss_0: 2.8017544746398926 (2.438495323061943) | > loss_gen: 1.9426372051239014 (2.25673907995224) | > loss_kl: 2.8673603534698486 (3.318952888250351) | > loss_feat: 7.273741722106934 (6.659772634506226) | > loss_mel: 15.345731735229492 (17.077819228172306) | > loss_duration: 2.405853271484375 (2.368916690349579) | > loss_1: 29.835323333740234 (31.68220067024231)  --> STEP: 17 | > loss_disc: 2.6296591758728027 (2.449740255580229) | > loss_disc_real_0: 0.1616532951593399 (0.13327701893799446) | > loss_disc_real_1: 0.09887493401765823 (0.1469720159383381) | > loss_disc_real_2: 0.2575241029262543 (0.22267996475977056) | > loss_disc_real_3: 0.21509188413619995 (0.23738987568546743) | > loss_disc_real_4: 0.2698246240615845 (0.25080783402218537) | > loss_disc_real_5: 0.287139356136322 (0.2175604604622897) | > loss_0: 2.6296591758728027 (2.449740255580229) | > loss_gen: 2.0332021713256836 (2.2435898500330307) | > loss_kl: 2.650080919265747 (3.27960747831008) | > loss_feat: 7.552121162414551 (6.7122637243831855) | > loss_mel: 17.433835983276367 (17.09876139023725) | > loss_duration: 2.482520580291748 (2.375599272110883) | > loss_1: 32.15176010131836 (31.709821813246784)  --> STEP: 18 | > loss_disc: 2.6358799934387207 (2.460081352127923) | > loss_disc_real_0: 0.06097493693232536 (0.12926023660434616) | > loss_disc_real_1: 0.16042280197143555 (0.14771928182906574) | > loss_disc_real_2: 0.19409702718257904 (0.22109202378325993) | > loss_disc_real_3: 0.23334358632564545 (0.237165081832144) | > loss_disc_real_4: 0.3219750225543976 (0.2547615667184194) | > loss_disc_real_5: 0.17751222848892212 (0.2153355586859915) | > loss_0: 2.6358799934387207 (2.460081352127923) | > loss_gen: 2.13820743560791 (2.2377352714538574) | > loss_kl: 3.4961485862731934 (3.2916375398635864) | > loss_feat: 9.126458168029785 (6.846385637919108) | > loss_mel: 18.590599060058594 (17.181641260782882) | > loss_duration: 2.294543743133545 (2.3710961871676974) | > loss_1: 35.645957946777344 (31.92849604288737)  --> STEP: 19 | > loss_disc: 2.4799671173095703 (2.4611279713480094) | > loss_disc_real_0: 0.12091957777738571 (0.12882125456082194) | > loss_disc_real_1: 0.15378060936927795 (0.1480382990680243) | > loss_disc_real_2: 0.21587231755256653 (0.22081730240269712) | > loss_disc_real_3: 0.20081855356693268 (0.23525210666029076) | > loss_disc_real_4: 0.2606445550918579 (0.25507119768544245) | > loss_disc_real_5: 0.28241461515426636 (0.2188660353422165) | > loss_0: 2.4799671173095703 (2.4611279713480094) | > loss_gen: 2.313387393951416 (2.2417169621116235) | > loss_kl: 2.763777732849121 (3.263855444757562) | > loss_feat: 8.223727226257324 (6.918877300463225) | > loss_mel: 16.026275634765625 (17.12083254362408) | > loss_duration: 2.424935817718506 (2.3739298519335295) | > loss_1: 31.752103805541992 (31.919212240921823)  --> STEP: 20 | > loss_disc: 2.551337480545044 (2.465638446807861) | > loss_disc_real_0: 0.10744248330593109 (0.1277523159980774) | > loss_disc_real_1: 0.12178482860326767 (0.14672562554478646) | > loss_disc_real_2: 0.297306627035141 (0.2246417686343193) | > loss_disc_real_3: 0.22455129027366638 (0.23471706584095955) | > loss_disc_real_4: 0.2447514832019806 (0.2545552119612694) | > loss_disc_real_5: 0.1921580731868744 (0.21753063723444938) | > loss_0: 2.551337480545044 (2.465638446807861) | > loss_gen: 2.058522939682007 (2.2325572609901427) | > loss_kl: 2.025624990463257 (3.2019439220428465) | > loss_feat: 5.745640277862549 (6.860215449333191) | > loss_mel: 18.645328521728516 (17.1970573425293) | > loss_duration: 2.3587076663970947 (2.373168742656708) | > loss_1: 30.833824157714844 (31.864942836761475)  --> STEP: 21 | > loss_disc: 2.6539201736450195 (2.4746042433239164) | > loss_disc_real_0: 0.16875635087490082 (0.12970488908744993) | > loss_disc_real_1: 0.16992446780204773 (0.14783033231894174) | > loss_disc_real_2: 0.2559777796268463 (0.22613395963396346) | > loss_disc_real_3: 0.19841976463794708 (0.2329886229265304) | > loss_disc_real_4: 0.23834429681301117 (0.2537832636208761) | > loss_disc_real_5: 0.21784934401512146 (0.21754581374781473) | > loss_0: 2.6539201736450195 (2.4746042433239164) | > loss_gen: 1.9671305418014526 (2.219917893409729) | > loss_kl: 2.255764961242676 (3.1568877810523626) | > loss_feat: 4.888218402862549 (6.766310828072684) | > loss_mel: 16.88379669189453 (17.182140168689546) | > loss_duration: 2.1962273120880127 (2.3647429602486745) | > loss_1: 28.191139221191406 (31.689999807448615)  --> STEP: 22 | > loss_disc: 2.7047085762023926 (2.485063531182029) | > loss_disc_real_0: 0.13873061537742615 (0.13011514937335794) | > loss_disc_real_1: 0.1253627985715866 (0.14680908078497107) | > loss_disc_real_2: 0.30208608508110046 (0.22958632897246967) | > loss_disc_real_3: 0.16290153563022614 (0.22980284623124383) | > loss_disc_real_4: 0.2446669191122055 (0.25336888432502747) | > loss_disc_real_5: 0.25675344467163086 (0.21932797878980637) | > loss_0: 2.7047085762023926 (2.485063531182029) | > loss_gen: 1.8563185930252075 (2.2033906524831597) | > loss_kl: 2.2453114986419678 (3.1154524954882534) | > loss_feat: 6.674648761749268 (6.762144370512529) | > loss_mel: 17.650848388671875 (17.203445087779652) | > loss_duration: 2.1946663856506348 (2.3570122068578545) | > loss_1: 30.621793746948242 (31.641444986516778)  --> STEP: 23 | > loss_disc: 2.4454569816589355 (2.4833415072897203) | > loss_disc_real_0: 0.09848885983228683 (0.12874009330635486) | > loss_disc_real_1: 0.13226059079170227 (0.14617653774178546) | > loss_disc_real_2: 0.1976432353258133 (0.2281974988139194) | > loss_disc_real_3: 0.24036385118961334 (0.2302620203598686) | > loss_disc_real_4: 0.2721939980983734 (0.25418736753256427) | > loss_disc_real_5: 0.2312469482421875 (0.21984619485295337) | > loss_0: 2.4454569816589355 (2.4833415072897203) | > loss_gen: 2.0547521114349365 (2.196928107220194) | > loss_kl: 2.683589220046997 (3.0966758313386338) | > loss_feat: 6.120586395263672 (6.734250545501709) | > loss_mel: 16.695112228393555 (17.18134365911069) | > loss_duration: 2.2831740379333496 (2.353801851687224) | > loss_1: 29.83721351623535 (31.563000139982805)  --> STEP: 24 | > loss_disc: 2.5461554527282715 (2.4859587550163265) | > loss_disc_real_0: 0.12048636376857758 (0.12839618790894747) | > loss_disc_real_1: 0.16204382479190826 (0.14683767470220724) | > loss_disc_real_2: 0.18335376679897308 (0.2263290099799633) | > loss_disc_real_3: 0.20594005286693573 (0.22924860504766306) | > loss_disc_real_4: 0.2704398036003113 (0.2548645523687204) | > loss_disc_real_5: 0.25840431451797485 (0.22145278317232928) | > loss_0: 2.5461554527282715 (2.4859587550163265) | > loss_gen: 2.0039350986480713 (2.1888867318630223) | > loss_kl: 2.9222822189331055 (3.089409430821737) | > loss_feat: 5.944990158081055 (6.701364696025848) | > loss_mel: 18.111181259155273 (17.22008689244588) | > loss_duration: 2.427788496017456 (2.356884628534317) | > loss_1: 31.41017723083496 (31.55663251876831)  --> STEP: 25 | > loss_disc: 2.4443507194519043 (2.4842944335937496) | > loss_disc_real_0: 0.06763090193271637 (0.12596557646989823) | > loss_disc_real_1: 0.21723875403404236 (0.14965371787548065) | > loss_disc_real_2: 0.2603016793727875 (0.22768791675567626) | > loss_disc_real_3: 0.16603344678878784 (0.22671999871730805) | > loss_disc_real_4: 0.26944589614868164 (0.25544780611991885) | > loss_disc_real_5: 0.1905815750360489 (0.22021793484687804) | > loss_0: 2.4443507194519043 (2.4842944335937496) | > loss_gen: 2.172041654586792 (2.188212928771973) | > loss_kl: 3.104104995727539 (3.0899972534179687) | > loss_feat: 7.74110221862793 (6.742954196929932) | > loss_mel: 15.392975807189941 (17.147002449035643) | > loss_duration: 2.39578914642334 (2.358440809249878) | > loss_1: 30.806011199951172 (31.526607666015625)  --> STEP: 26 | > loss_disc: 2.7664294242858887 (2.495145779389601) | > loss_disc_real_0: 0.08584868907928467 (0.12442261926256694) | > loss_disc_real_1: 0.096465565264225 (0.14760801969812468) | > loss_disc_real_2: 0.13615944981575012 (0.22416759110414064) | > loss_disc_real_3: 0.2011420577764511 (0.2257362317580443) | > loss_disc_real_4: 0.17148137092590332 (0.25221832784322595) | > loss_disc_real_5: 0.1326933354139328 (0.21685160409945708) | > loss_0: 2.7664294242858887 (2.495145779389601) | > loss_gen: 1.3754479885101318 (2.1569527387619023) | > loss_kl: 2.735488176345825 (3.076362288915194) | > loss_feat: 10.869466781616211 (6.901666219417866) | > loss_mel: 18.689922332763672 (17.20634552148672) | > loss_duration: 2.284407615661621 (2.355593378727253) | > loss_1: 35.95473098754883 (31.69692010145921) --> EVAL PERFORMANCE | > avg_loader_time: 0.002353979991032527 (-3.094856555645306e-05) | > avg_loss_disc: 2.495145779389601 (+0.01859937264369016) | > avg_loss_disc_real_0: 0.12442261926256694 (-0.08919563230413656) | > avg_loss_disc_real_1: 0.14760801969812468 (-0.006603264178221019) | > avg_loss_disc_real_2: 0.22416759110414064 (-0.006175024864765316) | > avg_loss_disc_real_3: 0.2257362317580443 (-0.054344689616790176) | > avg_loss_disc_real_4: 0.25221832784322595 (+0.012063868343830136) | > avg_loss_disc_real_5: 0.21685160409945708 (-0.0026572472774065437) | > avg_loss_0: 2.495145779389601 (+0.01859937264369016) | > avg_loss_gen: 2.1569527387619023 (-0.32919047429011394) | > avg_loss_kl: 3.076362288915194 (-0.0023915309172410915) | > avg_loss_feat: 6.901666219417866 (-0.028808813828687718) | > avg_loss_mel: 17.20634552148672 (-0.3232107896071241) | > avg_loss_duration: 2.355593378727253 (+0.007433597858135688) | > avg_loss_1: 31.69692010145921 (-0.676167781536396)  > EPOCH: 811/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:07:46)   --> TIME: 2024-06-12 03:07:54 -- STEP: 19/330 -- GLOBAL_STEP: 355650 | > loss_disc: 2.3524651527404785 (2.3223790244052283) | > loss_disc_real_0: 0.10590274631977081 (0.10194275979148715) | > loss_disc_real_1: 0.1929561197757721 (0.19799088098500905) | > loss_disc_real_2: 0.19649040699005127 (0.20614909968878092) | > loss_disc_real_3: 0.24922189116477966 (0.2255081306946905) | > loss_disc_real_4: 0.2429102063179016 (0.2325700443041952) | > loss_disc_real_5: 0.25445282459259033 (0.22462184962473417) | > loss_0: 2.3524651527404785 (2.3223790244052283) | > grad_norm_0: tensor(7.8181, device='cuda:0') (tensor(8.6979, device='cuda:0')) | > loss_gen: 2.432656764984131 (2.485554519452547) | > loss_kl: 1.470188856124878 (1.9223263953861438) | > loss_feat: 7.751561641693115 (7.087938434199283) | > loss_mel: 16.73088264465332 (17.53679988258763) | > loss_duration: 1.9574884176254272 (2.045377354872854) | > loss_1: 30.3427791595459 (31.07799660532098) | > grad_norm_1: tensor(72.3103, device='cuda:0') (tensor(90.6378, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.3613 (0.3655304783268979) | > loader_time: 0.006 (0.0032210726487009148)  --> TIME: 2024-06-12 03:08:03 -- STEP: 44/330 -- GLOBAL_STEP: 355675 | > loss_disc: 2.448089122772217 (2.329510992223566) | > loss_disc_real_0: 0.12055276334285736 (0.10142374910752881) | > loss_disc_real_1: 0.21176230907440186 (0.1946344602514397) | > loss_disc_real_2: 0.20969253778457642 (0.20642550628293643) | > loss_disc_real_3: 0.22638830542564392 (0.22684105011549863) | > loss_disc_real_4: 0.23198054730892181 (0.23242310265248473) | > loss_disc_real_5: 0.23581457138061523 (0.2224916053766554) | > loss_0: 2.448089122772217 (2.329510992223566) | > grad_norm_0: tensor(8.6827, device='cuda:0') (tensor(8.6389, device='cuda:0')) | > loss_gen: 2.35404634475708 (2.4906682155349036) | > loss_kl: 1.9246381521224976 (1.9445917985656045) | > loss_feat: 6.746766090393066 (7.0453725836493755) | > loss_mel: 17.346668243408203 (17.30252088199961) | > loss_duration: 1.9192181825637817 (1.9991043264215653) | > loss_1: 30.291336059570312 (30.782257600264117) | > grad_norm_1: tensor(47.1008, device='cuda:0') (tensor(89.6242, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.3805 (0.36454240300438623) | > loader_time: 0.0036 (0.0033451047810641203)  --> TIME: 2024-06-12 03:08:13 -- STEP: 69/330 -- GLOBAL_STEP: 355700 | > loss_disc: 2.337704658508301 (2.3283588782600737) | > loss_disc_real_0: 0.10527209937572479 (0.1031344373696956) | > loss_disc_real_1: 0.18721894919872284 (0.1915248900220014) | > loss_disc_real_2: 0.21019700169563293 (0.20681037570255387) | > loss_disc_real_3: 0.22175580263137817 (0.22546313443909521) | > loss_disc_real_4: 0.23317599296569824 (0.2320623138676519) | > loss_disc_real_5: 0.22220450639724731 (0.22144662513249164) | > loss_0: 2.337704658508301 (2.3283588782600737) | > grad_norm_0: tensor(6.5772, device='cuda:0') (tensor(8.7188, device='cuda:0')) | > loss_gen: 2.640916347503662 (2.4939695372097734) | > loss_kl: 2.1272127628326416 (1.956266945686893) | > loss_feat: 7.626140117645264 (7.082604256229124) | > loss_mel: 17.01026153564453 (17.280287023903654) | > loss_duration: 1.9213883876800537 (1.987180191537609) | > loss_1: 31.32592010498047 (30.800307895826258) | > grad_norm_1: tensor(83.5946, device='cuda:0') (tensor(97.4416, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.3716 (0.364561575046484) | > loader_time: 0.0037 (0.0034786410953687587)  --> TIME: 2024-06-12 03:08:22 -- STEP: 94/330 -- GLOBAL_STEP: 355725 | > loss_disc: 2.414656639099121 (2.338426115665031) | > loss_disc_real_0: 0.14406192302703857 (0.10596874273045266) | > loss_disc_real_1: 0.21574357151985168 (0.19346603767034856) | > loss_disc_real_2: 0.22954683005809784 (0.20787910213495822) | > loss_disc_real_3: 0.24503880739212036 (0.22726472483036367) | > loss_disc_real_4: 0.25537893176078796 (0.23297589272260666) | > loss_disc_real_5: 0.21017152070999146 (0.22284719506476788) | > loss_0: 2.414656639099121 (2.338426115665031) | > grad_norm_0: tensor(9.4317, device='cuda:0') (tensor(8.4652, device='cuda:0')) | > loss_gen: 2.504082202911377 (2.490305667227887) | > loss_kl: 2.0026586055755615 (1.9615326929599681) | > loss_feat: 6.637669563293457 (7.041081494473397) | > loss_mel: 17.172346115112305 (17.23964094608387) | > loss_duration: 2.004115581512451 (1.985694919494873) | > loss_1: 30.320873260498047 (30.718255732921843) | > grad_norm_1: tensor(57.5421, device='cuda:0') (tensor(90.0662, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.3864 (0.3651908154183246) | > loader_time: 0.0037 (0.003582459815005039)  --> TIME: 2024-06-12 03:08:32 -- STEP: 119/330 -- GLOBAL_STEP: 355750 | > loss_disc: 2.3267664909362793 (2.3442711529611553) | > loss_disc_real_0: 0.12232377380132675 (0.10732111901420505) | > loss_disc_real_1: 0.15867958962917328 (0.19328614455812118) | > loss_disc_real_2: 0.19005489349365234 (0.20951906385041086) | > loss_disc_real_3: 0.19257734715938568 (0.22866508251979573) | > loss_disc_real_4: 0.24824608862400055 (0.23170507041847005) | > loss_disc_real_5: 0.21157784759998322 (0.2226798523123525) | > loss_0: 2.3267664909362793 (2.3442711529611553) | > grad_norm_0: tensor(16.4268, device='cuda:0') (tensor(9.7610, device='cuda:0')) | > loss_gen: 2.434544563293457 (2.4923259971522476) | > loss_kl: 2.0429606437683105 (1.9709700376045804) | > loss_feat: 7.531688213348389 (7.083205916300542) | > loss_mel: 17.309598922729492 (17.265959234798647) | > loss_duration: 1.9751046895980835 (1.9881100965147263) | > loss_1: 31.293895721435547 (30.800571153143874) | > grad_norm_1: tensor(232.4429, device='cuda:0') (tensor(116.1409, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4137 (0.3699223634575595) | > loader_time: 0.0049 (0.0037190433309859587)  --> TIME: 2024-06-12 03:08:42 -- STEP: 144/330 -- GLOBAL_STEP: 355775 | > loss_disc: 2.3305509090423584 (2.347192804018658) | > loss_disc_real_0: 0.15292422473430634 (0.10823030337794787) | > loss_disc_real_1: 0.20310302078723907 (0.19408869981351826) | > loss_disc_real_2: 0.20382905006408691 (0.210044226091769) | > loss_disc_real_3: 0.2410360872745514 (0.22887651943084267) | > loss_disc_real_4: 0.24295684695243835 (0.2316103724555837) | > loss_disc_real_5: 0.20869430899620056 (0.22162396419379446) | > loss_0: 2.3305509090423584 (2.347192804018658) | > grad_norm_0: tensor(34.2384, device='cuda:0') (tensor(10.8538, device='cuda:0')) | > loss_gen: 2.6035852432250977 (2.4943419512775202) | > loss_kl: 2.1074485778808594 (1.9780336990952492) | > loss_feat: 7.089267253875732 (7.069916268189747) | > loss_mel: 16.027793884277344 (17.264153970612416) | > loss_duration: 2.0095388889312744 (1.9938580658700735) | > loss_1: 29.83763313293457 (30.800303830040825) | > grad_norm_1: tensor(404.4165, device='cuda:0') (tensor(139.7991, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4061 (0.3737030145194795) | > loader_time: 0.0047 (0.003868002030584547)  --> TIME: 2024-06-12 03:08:52 -- STEP: 169/330 -- GLOBAL_STEP: 355800 | > loss_disc: 2.417839288711548 (2.34955947780045) | > loss_disc_real_0: 0.08753573894500732 (0.10946493046964414) | > loss_disc_real_1: 0.19073188304901123 (0.19445826007416964) | > loss_disc_real_2: 0.21518239378929138 (0.20974530676412872) | > loss_disc_real_3: 0.23772835731506348 (0.2285606989846427) | > loss_disc_real_4: 0.2685145437717438 (0.23172941645221598) | > loss_disc_real_5: 0.25672072172164917 (0.22275282812894448) | > loss_0: 2.417839288711548 (2.34955947780045) | > grad_norm_0: tensor(16.9119, device='cuda:0') (tensor(11.7885, device='cuda:0')) | > loss_gen: 2.461623191833496 (2.4917648868447935) | > loss_kl: 1.8972783088684082 (1.9809893623611632) | > loss_feat: 7.065528869628906 (7.052076147858206) | > loss_mel: 17.466033935546875 (17.259091902061318) | > loss_duration: 2.055887460708618 (1.9993168503575074) | > loss_1: 30.946352005004883 (30.783239059899685) | > grad_norm_1: tensor(215.1976, device='cuda:0') (tensor(154.5678, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.3742 (0.37451906599236673) | > loader_time: 0.0049 (0.00396328000627326)  --> TIME: 2024-06-12 03:09:02 -- STEP: 194/330 -- GLOBAL_STEP: 355825 | > loss_disc: 2.3746702671051025 (2.3556291995589276) | > loss_disc_real_0: 0.11622277647256851 (0.11112289658757214) | > loss_disc_real_1: 0.19497595727443695 (0.19516303528522705) | > loss_disc_real_2: 0.24804575741291046 (0.21027006823377517) | > loss_disc_real_3: 0.23713304102420807 (0.22900759060051024) | > loss_disc_real_4: 0.23575833439826965 (0.2322555443982488) | > loss_disc_real_5: 0.19913971424102783 (0.22266106607065989) | > loss_0: 2.3746702671051025 (2.3556291995589276) | > grad_norm_0: tensor(10.8664, device='cuda:0') (tensor(13.2763, device='cuda:0')) | > loss_gen: 2.5723958015441895 (2.4851470964471094) | > loss_kl: 2.0941591262817383 (1.9855519305799425) | > loss_feat: 6.30040979385376 (7.014922980180719) | > loss_mel: 16.73238754272461 (17.225889284586163) | > loss_duration: 2.0382328033447266 (2.0073400821882412) | > loss_1: 29.737585067749023 (30.718851276279725) | > grad_norm_1: tensor(242.2030, device='cuda:0') (tensor(168.9563, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4057 (0.37610402918353536) | > loader_time: 0.0049 (0.0041036446069933705)  --> TIME: 2024-06-12 03:09:12 -- STEP: 219/330 -- GLOBAL_STEP: 355850 | > loss_disc: 2.470515727996826 (2.357024449736017) | > loss_disc_real_0: 0.15974268317222595 (0.11167564732979422) | > loss_disc_real_1: 0.2065773606300354 (0.19487800357276444) | > loss_disc_real_2: 0.22673487663269043 (0.21034484502931713) | > loss_disc_real_3: 0.23563416302204132 (0.22912083872377056) | > loss_disc_real_4: 0.2378540188074112 (0.23253406019515643) | > loss_disc_real_5: 0.2352256327867508 (0.222705408726653) | > loss_0: 2.470515727996826 (2.357024449736017) | > grad_norm_0: tensor(57.5453, device='cuda:0') (tensor(14.8377, device='cuda:0')) | > loss_gen: 2.438035726547241 (2.4903769210049007) | > loss_kl: 1.9687702655792236 (1.9915266766395743) | > loss_feat: 7.584454536437988 (7.028838323131543) | > loss_mel: 17.432823181152344 (17.177032653599564) | > loss_duration: 2.081402540206909 (2.01501082503088) | > loss_1: 31.50548553466797 (30.702785265500143) | > grad_norm_1: tensor(496.3654, device='cuda:0') (tensor(192.6108, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4046 (0.3783833980560304) | > loader_time: 0.0055 (0.004209799309299416)  --> TIME: 2024-06-12 03:09:23 -- STEP: 244/330 -- GLOBAL_STEP: 355875 | > loss_disc: 2.4563469886779785 (2.3622080879133267) | > loss_disc_real_0: 0.13009744882583618 (0.11404837869474145) | > loss_disc_real_1: 0.1807553470134735 (0.1961549422780021) | > loss_disc_real_2: 0.21302418410778046 (0.21067436625722985) | > loss_disc_real_3: 0.23710551857948303 (0.22925934794007755) | > loss_disc_real_4: 0.28645509481430054 (0.23217317639071433) | > loss_disc_real_5: 0.2730831503868103 (0.2216180254567842) | > loss_0: 2.4563469886779785 (2.3622080879133267) | > grad_norm_0: tensor(46.2472, device='cuda:0') (tensor(17.1478, device='cuda:0')) | > loss_gen: 2.486051082611084 (2.4917282960453973) | > loss_kl: 2.0474894046783447 (1.9977041868889918) | > loss_feat: 6.62899112701416 (7.007930259235569) | > loss_mel: 16.151403427124023 (17.14383276955027) | > loss_duration: 2.0550026893615723 (2.024594473057106) | > loss_1: 29.368938446044922 (30.6657898699651) | > grad_norm_1: tensor(462.0635, device='cuda:0') (tensor(212.8830, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4736 (0.3835789531957909) | > loader_time: 0.0054 (0.004351767360186968)  --> TIME: 2024-06-12 03:09:34 -- STEP: 269/330 -- GLOBAL_STEP: 355900 | > loss_disc: 2.3297760486602783 (2.3630456738312455) | > loss_disc_real_0: 0.11298689246177673 (0.1146050855572782) | > loss_disc_real_1: 0.20679466426372528 (0.19647318778428) | > loss_disc_real_2: 0.23596759140491486 (0.21103731202148598) | > loss_disc_real_3: 0.25437653064727783 (0.22944878529217164) | > loss_disc_real_4: 0.23829533159732819 (0.23196477412512753) | > loss_disc_real_5: 0.22372157871723175 (0.22141933546411946) | > loss_0: 2.3297760486602783 (2.3630456738312455) | > grad_norm_0: tensor(23.7213, device='cuda:0') (tensor(18.5055, device='cuda:0')) | > loss_gen: 2.573547124862671 (2.489384435809678) | > loss_kl: 2.1391680240631104 (2.001496603054628) | > loss_feat: 6.9695725440979 (7.014259448281893) | > loss_mel: 16.48183822631836 (17.109457866853063) | > loss_duration: 2.1511240005493164 (2.0332415511616992) | > loss_1: 30.315250396728516 (30.647839790826392) | > grad_norm_1: tensor(280.5384, device='cuda:0') (tensor(233.4436, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4553 (0.3890570645881853) | > loader_time: 0.0063 (0.004500444936929582)  --> TIME: 2024-06-12 03:09:46 -- STEP: 294/330 -- GLOBAL_STEP: 355925 | > loss_disc: 2.429971933364868 (2.364705170903887) | > loss_disc_real_0: 0.07590504735708237 (0.11637931775783195) | > loss_disc_real_1: 0.166543111205101 (0.19664191130269945) | > loss_disc_real_2: 0.2430850863456726 (0.21110301779038249) | > loss_disc_real_3: 0.22778736054897308 (0.22917127872810883) | > loss_disc_real_4: 0.21650515496730804 (0.23192386101095044) | > loss_disc_real_5: 0.21221014857292175 (0.22136348790051985) | > loss_0: 2.429971933364868 (2.364705170903887) | > grad_norm_0: tensor(38.3042, device='cuda:0') (tensor(20.3804, device='cuda:0')) | > loss_gen: 2.470468759536743 (2.4884388876610064) | > loss_kl: 2.0720081329345703 (2.0048601757101467) | > loss_feat: 7.64879846572876 (7.008832633089855) | > loss_mel: 17.07703399658203 (17.058082603272936) | > loss_duration: 2.18533992767334 (2.043661476803475) | > loss_1: 31.45364761352539 (30.603875685711298) | > grad_norm_1: tensor(512.7867, device='cuda:0') (tensor(252.2702, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.4538 (0.39585725466410326) | > loader_time: 0.0065 (0.004670356406646521)  --> TIME: 2024-06-12 03:09:59 -- STEP: 319/330 -- GLOBAL_STEP: 355950 | > loss_disc: 2.432563543319702 (2.3682762470364933) | > loss_disc_real_0: 0.18275447189807892 (0.1182595799475628) | > loss_disc_real_1: 0.2286742478609085 (0.1970702052863787) | > loss_disc_real_2: 0.22070859372615814 (0.21126137416938265) | > loss_disc_real_3: 0.20682303607463837 (0.22941164462170258) | > loss_disc_real_4: 0.21561004221439362 (0.23187859734771393) | > loss_disc_real_5: 0.21540825068950653 (0.22096300190519017) | > loss_0: 2.432563543319702 (2.3682762470364933) | > grad_norm_0: tensor(25.0737, device='cuda:0') (tensor(21.7925, device='cuda:0')) | > loss_gen: 2.493865489959717 (2.4859571987558695) | > loss_kl: 1.9336761236190796 (2.0087508022972047) | > loss_feat: 8.35159969329834 (7.023271526288835) | > loss_mel: 15.64765739440918 (17.015612276370252) | > loss_duration: 2.2488298416137695 (2.0577140534559395) | > loss_1: 30.675628662109375 (30.591305759633222) | > grad_norm_1: tensor(335.1440, device='cuda:0') (tensor(269.0913, device='cuda:0')) | > current_lr_0: 0.00018071767919469452 | > current_lr_1: 0.00018071767919469452 | > step_time: 0.5417 (0.4045230991040653) | > loader_time: 0.0094 (0.00490003319743285)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5187838077545166 (2.5187838077545166) | > loss_disc_real_0: 0.15805329382419586 (0.15805329382419586) | > loss_disc_real_1: 0.2621983289718628 (0.2621983289718628) | > loss_disc_real_2: 0.2568778395652771 (0.2568778395652771) | > loss_disc_real_3: 0.22901473939418793 (0.22901473939418793) | > loss_disc_real_4: 0.22346043586730957 (0.22346043586730957) | > loss_disc_real_5: 0.21003776788711548 (0.21003776788711548) | > loss_0: 2.5187838077545166 (2.5187838077545166) | > loss_gen: 2.1807773113250732 (2.1807773113250732) | > loss_kl: 2.6298534870147705 (2.6298534870147705) | > loss_feat: 5.474645137786865 (5.474645137786865) | > loss_mel: 15.477310180664062 (15.477310180664062) | > loss_duration: 2.886488914489746 (2.886488914489746) | > loss_1: 28.64907455444336 (28.64907455444336)  --> STEP: 1 | > loss_disc: 2.340097188949585 (2.340097188949585) | > loss_disc_real_0: 0.11978073418140411 (0.11978073418140411) | > loss_disc_real_1: 0.19808371365070343 (0.19808371365070343) | > loss_disc_real_2: 0.17066100239753723 (0.17066100239753723) | > loss_disc_real_3: 0.2521299421787262 (0.2521299421787262) | > loss_disc_real_4: 0.2398141324520111 (0.2398141324520111) | > loss_disc_real_5: 0.26509302854537964 (0.26509302854537964) | > loss_0: 2.340097188949585 (2.340097188949585) | > loss_gen: 2.475670099258423 (2.475670099258423) | > loss_kl: 2.7759456634521484 (2.7759456634521484) | > loss_feat: 7.54987907409668 (7.54987907409668) | > loss_mel: 18.396709442138672 (18.396709442138672) | > loss_duration: 2.5104899406433105 (2.5104899406433105) | > loss_1: 33.70869445800781 (33.70869445800781)  --> STEP: 2 | > loss_disc: 2.3403148651123047 (2.340206027030945) | > loss_disc_real_0: 0.05614649876952171 (0.08796361647546291) | > loss_disc_real_1: 0.28361186385154724 (0.24084778875112534) | > loss_disc_real_2: 0.213409885764122 (0.19203544408082962) | > loss_disc_real_3: 0.24919350445270538 (0.2506617233157158) | > loss_disc_real_4: 0.24733372032642365 (0.24357392638921738) | > loss_disc_real_5: 0.2107379287481308 (0.23791547864675522) | > loss_0: 2.3403148651123047 (2.340206027030945) | > loss_gen: 2.399435520172119 (2.437552809715271) | > loss_kl: 3.75032377243042 (3.263134717941284) | > loss_feat: 6.530377388000488 (7.040128231048584) | > loss_mel: 19.079050064086914 (18.737879753112793) | > loss_duration: 2.543604850769043 (2.5270473957061768) | > loss_1: 34.302791595458984 (34.0057430267334)  --> STEP: 3 | > loss_disc: 2.2870688438415527 (2.322493632634481) | > loss_disc_real_0: 0.05737268924713135 (0.07776664073268573) | > loss_disc_real_1: 0.23102368414402008 (0.23757308721542358) | > loss_disc_real_2: 0.22751595079898834 (0.2038622796535492) | > loss_disc_real_3: 0.28368303179740906 (0.2616688261429469) | > loss_disc_real_4: 0.22133159637451172 (0.2361598163843155) | > loss_disc_real_5: 0.21120545268058777 (0.22901213665803274) | > loss_0: 2.2870688438415527 (2.322493632634481) | > loss_gen: 2.333794593811035 (2.4029667377471924) | > loss_kl: 2.614105701446533 (3.0467917124430337) | > loss_feat: 5.669746398925781 (6.583334287007649) | > loss_mel: 15.358097076416016 (17.6112855275472) | > loss_duration: 2.408121109008789 (2.487405300140381) | > loss_1: 28.38386344909668 (32.13178316752116)  --> STEP: 4 | > loss_disc: 2.3613338470458984 (2.332203686237335) | > loss_disc_real_0: 0.09394705295562744 (0.08181174378842115) | > loss_disc_real_1: 0.16515786945819855 (0.21946928277611732) | > loss_disc_real_2: 0.33468419313430786 (0.23656775802373886) | > loss_disc_real_3: 0.2872928977012634 (0.268074844032526) | > loss_disc_real_4: 0.27089688181877136 (0.24484408274292946) | > loss_disc_real_5: 0.32786107063293457 (0.2537243701517582) | > loss_0: 2.3613338470458984 (2.332203686237335) | > loss_gen: 2.770578622817993 (2.4948697090148926) | > loss_kl: 3.9211583137512207 (3.2653833627700806) | > loss_feat: 6.75699520111084 (6.626749515533447) | > loss_mel: 17.823728561401367 (17.664396286010742) | > loss_duration: 2.3832738399505615 (2.461372435092926) | > loss_1: 33.65573501586914 (32.512771129608154)  --> STEP: 5 | > loss_disc: 2.5133767127990723 (2.3684382915496824) | > loss_disc_real_0: 0.14048361778259277 (0.09354611858725548) | > loss_disc_real_1: 0.22230827808380127 (0.2200370818376541) | > loss_disc_real_2: 0.2646961808204651 (0.24219344258308412) | > loss_disc_real_3: 0.3157421350479126 (0.27760830223560334) | > loss_disc_real_4: 0.30077317357063293 (0.25602990090847016) | > loss_disc_real_5: 0.3098950684070587 (0.2649585098028183) | > loss_0: 2.5133767127990723 (2.3684382915496824) | > loss_gen: 2.3913779258728027 (2.474171352386475) | > loss_kl: 2.6376781463623047 (3.139842319488525) | > loss_feat: 4.22914457321167 (6.147228527069092) | > loss_mel: 18.538211822509766 (17.839159393310545) | > loss_duration: 2.3223352432250977 (2.4335649967193604) | > loss_1: 30.11874771118164 (32.03396644592285)  --> STEP: 6 | > loss_disc: 2.603501319885254 (2.4076154629389444) | > loss_disc_real_0: 0.11442549526691437 (0.09702601470053196) | > loss_disc_real_1: 0.2738287150859833 (0.22900235404570898) | > loss_disc_real_2: 0.274924635887146 (0.24764864146709442) | > loss_disc_real_3: 0.3384951651096344 (0.2877561127146085) | > loss_disc_real_4: 0.24497300386428833 (0.25418708473443985) | > loss_disc_real_5: 0.2779730260372162 (0.2671275958418846) | > loss_0: 2.603501319885254 (2.4076154629389444) | > loss_gen: 2.4481513500213623 (2.4698346853256226) | > loss_kl: 3.0860891342163086 (3.1308834552764893) | > loss_feat: 6.472542762756348 (6.201447566350301) | > loss_mel: 17.793657302856445 (17.831575711568195) | > loss_duration: 2.2265286445617676 (2.3990589380264282) | > loss_1: 32.02696990966797 (32.032800356547035)  --> STEP: 7 | > loss_disc: 2.53161358833313 (2.4253294808523997) | > loss_disc_real_0: 0.15729960799217224 (0.10563652802790914) | > loss_disc_real_1: 0.2553700804710388 (0.23276917210647038) | > loss_disc_real_2: 0.20141339302062988 (0.24104360597474234) | > loss_disc_real_3: 0.3196408450603485 (0.29231107447828564) | > loss_disc_real_4: 0.281318336725235 (0.25806297787598204) | > loss_disc_real_5: 0.2611675262451172 (0.2662761573280607) | > loss_0: 2.53161358833313 (2.4253294808523997) | > loss_gen: 2.380871534347534 (2.457125663757324) | > loss_kl: 4.457348346710205 (3.32037843976702) | > loss_feat: 7.130214691162109 (6.33412858418056) | > loss_mel: 18.044353485107422 (17.861972536359513) | > loss_duration: 2.527946710586548 (2.417471476963588) | > loss_1: 34.540733337402344 (32.39107649666922)  --> STEP: 8 | > loss_disc: 2.818030834197998 (2.4744171500205994) | > loss_disc_real_0: 0.15327590703964233 (0.11159145040437579) | > loss_disc_real_1: 0.2312522977590561 (0.2325795628130436) | > loss_disc_real_2: 0.2221863567829132 (0.2386864498257637) | > loss_disc_real_3: 0.3319612145423889 (0.29726734198629856) | > loss_disc_real_4: 0.253567636013031 (0.25750106014311314) | > loss_disc_real_5: 0.31540346145629883 (0.27241707034409046) | > loss_0: 2.818030834197998 (2.4744171500205994) | > loss_gen: 1.9262125492095947 (2.390761524438858) | > loss_kl: 2.9051387310028076 (3.2684734761714935) | > loss_feat: 4.494508743286133 (6.104176104068756) | > loss_mel: 12.000152587890625 (17.129245042800903) | > loss_duration: 2.2714314460754395 (2.3992164731025696) | > loss_1: 23.597442626953125 (31.29187226295471)  --> STEP: 9 | > loss_disc: 2.5916662216186523 (2.4874448246426053) | > loss_disc_real_0: 0.12090720981359482 (0.11262653478317791) | > loss_disc_real_1: 0.24696309864521027 (0.2341777334610621) | > loss_disc_real_2: 0.23465624451637268 (0.23823864923583138) | > loss_disc_real_3: 0.24615077674388885 (0.2915877236260308) | > loss_disc_real_4: 0.1954963356256485 (0.2506116463078393) | > loss_disc_real_5: 0.17949381470680237 (0.2620922641621696) | > loss_0: 2.5916662216186523 (2.4874448246426053) | > loss_gen: 2.0951061248779297 (2.3579109244876437) | > loss_kl: 2.2039709091186523 (3.1501954131656222) | > loss_feat: 8.260068893432617 (6.3437197473314075) | > loss_mel: 17.565839767456055 (17.17775556776259) | > loss_duration: 2.1753125190734863 (2.374338255988227) | > loss_1: 32.30030059814453 (31.403919855753582)  --> STEP: 10 | > loss_disc: 2.5190978050231934 (2.490610122680664) | > loss_disc_real_0: 0.17362982034683228 (0.11872686333954334) | > loss_disc_real_1: 0.29156294465065 (0.23991625458002092) | > loss_disc_real_2: 0.29041439294815063 (0.2434562236070633) | > loss_disc_real_3: 0.24368035793304443 (0.2867969870567322) | > loss_disc_real_4: 0.194719597697258 (0.24502244144678115) | > loss_disc_real_5: 0.17854571342468262 (0.25373760908842086) | > loss_0: 2.5190978050231934 (2.490610122680664) | > loss_gen: 2.376802444458008 (2.3598000764846803) | > loss_kl: 2.552839756011963 (3.0904598474502563) | > loss_feat: 5.639750957489014 (6.273322868347168) | > loss_mel: 15.894981384277344 (17.049478149414064) | > loss_duration: 2.3835067749023438 (2.3752551078796387) | > loss_1: 28.847881317138672 (31.14831600189209)  --> STEP: 11 | > loss_disc: 2.343003273010254 (2.4771913181651724) | > loss_disc_real_0: 0.1017664223909378 (0.1171850050714883) | > loss_disc_real_1: 0.21212294697761536 (0.23738959025252948) | > loss_disc_real_2: 0.24092617630958557 (0.2432262193072926) | > loss_disc_real_3: 0.23824448883533478 (0.2823831235820597) | > loss_disc_real_4: 0.21384768187999725 (0.24218837239525534) | > loss_disc_real_5: 0.29650256037712097 (0.25762533193284815) | > loss_0: 2.343003273010254 (2.4771913181651724) | > loss_gen: 2.383749008178711 (2.3619772520932285) | > loss_kl: 3.7991750240325928 (3.1548884998668325) | > loss_feat: 6.465530872344971 (6.2907963232560595) | > loss_mel: 17.573875427246094 (17.097150629216973) | > loss_duration: 2.5570175647735596 (2.391778967597268) | > loss_1: 32.77934646606445 (31.29659149863503)  --> STEP: 12 | > loss_disc: 2.775238275527954 (2.5020285646120706) | > loss_disc_real_0: 0.1480426788330078 (0.11975647788494825) | > loss_disc_real_1: 0.27006611227989197 (0.2401126337548097) | > loss_disc_real_2: 0.27839192748069763 (0.24615669498840967) | > loss_disc_real_3: 0.3000718653202057 (0.28385718539357185) | > loss_disc_real_4: 0.21557846665382385 (0.23997088025013605) | > loss_disc_real_5: 0.27834317088127136 (0.25935181851188344) | > loss_0: 2.775238275527954 (2.5020285646120706) | > loss_gen: 1.9784284830093384 (2.330014854669571) | > loss_kl: 2.9275007247924805 (3.1359395186106362) | > loss_feat: 5.106375694274902 (6.192094604174296) | > loss_mel: 15.157794952392578 (16.935537656148274) | > loss_duration: 2.2230536937713623 (2.377718528111776) | > loss_1: 27.393152236938477 (30.971304893493652)  --> STEP: 13 | > loss_disc: 2.7004456520080566 (2.517291417488685) | > loss_disc_real_0: 0.1609075963497162 (0.12292194853608425) | > loss_disc_real_1: 0.2898837924003601 (0.24394118441985205) | > loss_disc_real_2: 0.24936726689338684 (0.2464036620580233) | > loss_disc_real_3: 0.2846505045890808 (0.28391820994707256) | > loss_disc_real_4: 0.30539625883102417 (0.24500360167943513) | > loss_disc_real_5: 0.29382261633872986 (0.26200341834471774) | > loss_0: 2.7004456520080566 (2.517291417488685) | > loss_gen: 2.2567577362060547 (2.324379691710839) | > loss_kl: 3.5115251541137695 (3.1648307213416467) | > loss_feat: 6.5975470542907715 (6.223283254183256) | > loss_mel: 16.03790283203125 (16.866488823523888) | > loss_duration: 2.265876531600952 (2.3691152976109433) | > loss_1: 30.66960906982422 (30.948097522442158)  --> STEP: 14 | > loss_disc: 2.2706170082092285 (2.4996718168258667) | > loss_disc_real_0: 0.12118899822235107 (0.1227981663708176) | > loss_disc_real_1: 0.1607840359210968 (0.23800138809851237) | > loss_disc_real_2: 0.1871393322944641 (0.2421704956463405) | > loss_disc_real_3: 0.25763434171676636 (0.282040790787765) | > loss_disc_real_4: 0.2234724760055542 (0.2434656641313008) | > loss_disc_real_5: 0.29932117462158203 (0.26466897236449377) | > loss_0: 2.2706170082092285 (2.4996718168258667) | > loss_gen: 2.575302839279175 (2.342302773680006) | > loss_kl: 3.8273890018463135 (3.2121563128062656) | > loss_feat: 7.031458854675293 (6.281010082789829) | > loss_mel: 17.261322021484375 (16.89469119480678) | > loss_duration: 2.3957886695861816 (2.3710205384663174) | > loss_1: 33.09126281738281 (31.10118075779506)  --> STEP: 15 | > loss_disc: 2.173203229904175 (2.477907244364421) | > loss_disc_real_0: 0.09360682964324951 (0.12085207725564638) | > loss_disc_real_1: 0.2397264838218689 (0.23811639448006947) | > loss_disc_real_2: 0.17207737267017365 (0.2374976207812627) | > loss_disc_real_3: 0.2066677361726761 (0.27701592048009244) | > loss_disc_real_4: 0.16127999126911163 (0.2379866192738215) | > loss_disc_real_5: 0.235946923494339 (0.26275416910648347) | > loss_0: 2.173203229904175 (2.477907244364421) | > loss_gen: 2.432713747024536 (2.3483301719029743) | > loss_kl: 2.902994394302368 (3.191545518239339) | > loss_feat: 8.096683502197266 (6.402054977416992) | > loss_mel: 17.260879516601562 (16.9191037495931) | > loss_duration: 2.3568596839904785 (2.3700764815012616) | > loss_1: 33.050132751464844 (31.23111089070638)  --> STEP: 16 | > loss_disc: 2.6028013229370117 (2.4857131242752075) | > loss_disc_real_0: 0.10135505348443985 (0.11963351326994598) | > loss_disc_real_1: 0.27953845262527466 (0.2407052731141448) | > loss_disc_real_2: 0.29138052463531494 (0.24086530227214098) | > loss_disc_real_3: 0.2960866689682007 (0.2782078422605992) | > loss_disc_real_4: 0.247883141040802 (0.2386051518842578) | > loss_disc_real_5: 0.28541842103004456 (0.26417068485170603) | > loss_0: 2.6028013229370117 (2.4857131242752075) | > loss_gen: 2.2743279933929443 (2.3437050357460976) | > loss_kl: 2.7126431465148926 (3.1616141200065613) | > loss_feat: 6.468788146972656 (6.406225800514221) | > loss_mel: 15.241490364074707 (16.8142529129982) | > loss_duration: 2.361020088195801 (2.36951045691967) | > loss_1: 29.058269500732422 (31.095308303833008)  --> STEP: 17 | > loss_disc: 2.4536216259002686 (2.4838253890766815) | > loss_disc_real_0: 0.12169292569160461 (0.11975465517710238) | > loss_disc_real_1: 0.21488460898399353 (0.23918641051825354) | > loss_disc_real_2: 0.30939364433288574 (0.24489638121689067) | > loss_disc_real_3: 0.26526975631713867 (0.2774467783815721) | > loss_disc_real_4: 0.246939018368721 (0.23909537932452032) | > loss_disc_real_5: 0.2723321318626404 (0.26465076996999626) | > loss_0: 2.4536216259002686 (2.4838253890766815) | > loss_gen: 2.453310251235962 (2.3501524013631485) | > loss_kl: 2.399155378341675 (3.1167636057909798) | > loss_feat: 4.514590263366699 (6.294953121858485) | > loss_mel: 16.532310485839844 (16.797668064341824) | > loss_duration: 2.4950006008148193 (2.376892230089973) | > loss_1: 28.394367218017578 (30.9364294164321)  --> STEP: 18 | > loss_disc: 2.539262056350708 (2.4869052039252386) | > loss_disc_real_0: 0.09165705740451813 (0.11819367752306992) | > loss_disc_real_1: 0.19731073081493378 (0.2368599838680691) | > loss_disc_real_2: 0.14742304384708405 (0.23948119580745697) | > loss_disc_real_3: 0.17957419157028198 (0.27200941244761156) | > loss_disc_real_4: 0.17571337521076202 (0.235574156873756) | > loss_disc_real_5: 0.19940394163131714 (0.261025946173403) | > loss_0: 2.539262056350708 (2.4869052039252386) | > loss_gen: 1.9204342365264893 (2.326279169983334) | > loss_kl: 2.5627810955047607 (3.0859867996639676) | > loss_feat: 9.207060813903809 (6.456736882527669) | > loss_mel: 17.691822052001953 (16.847343285878498) | > loss_duration: 2.245824098587036 (2.3696106672286987) | > loss_1: 33.62792205810547 (31.085956785413956)  --> STEP: 19 | > loss_disc: 2.606374740600586 (2.4931930742765727) | > loss_disc_real_0: 0.08154714107513428 (0.11626491244686277) | > loss_disc_real_1: 0.2753075063228607 (0.2388835376814792) | > loss_disc_real_2: 0.32338976860046387 (0.2438974364807731) | > loss_disc_real_3: 0.28037482500076294 (0.27244969731883006) | > loss_disc_real_4: 0.3167731761932373 (0.23984778946951815) | > loss_disc_real_5: 0.2915593981742859 (0.2626329699629231) | > loss_0: 2.606374740600586 (2.4931930742765727) | > loss_gen: 2.4149258136749268 (2.3309447828092074) | > loss_kl: 2.459991931915283 (3.053039701361405) | > loss_feat: 5.852411270141602 (6.424930271349456) | > loss_mel: 16.8093318939209 (16.845342686301784) | > loss_duration: 2.3994994163513184 (2.371183759287784) | > loss_1: 29.936161041259766 (31.025441219932155)  --> STEP: 20 | > loss_disc: 2.567044258117676 (2.496885633468628) | > loss_disc_real_0: 0.08921125531196594 (0.11491222959011793) | > loss_disc_real_1: 0.22539407014846802 (0.23820906430482863) | > loss_disc_real_2: 0.28517231345176697 (0.24596118032932282) | > loss_disc_real_3: 0.25713491439819336 (0.2716839581727982) | > loss_disc_real_4: 0.31444042921066284 (0.2435774214565754) | > loss_disc_real_5: 0.25965338945388794 (0.2624839909374713) | > loss_0: 2.567044258117676 (2.496885633468628) | > loss_gen: 2.2366716861724854 (2.3262311279773713) | > loss_kl: 2.457071542739868 (3.023241293430328) | > loss_feat: 5.368455410003662 (6.372106528282166) | > loss_mel: 14.322258949279785 (16.719188499450684) | > loss_duration: 2.3020033836364746 (2.3677247405052184) | > loss_1: 26.686460494995117 (30.808492183685303)  --> STEP: 21 | > loss_disc: 2.4955716133117676 (2.496823061080206) | > loss_disc_real_0: 0.12327669560909271 (0.11531053749578339) | > loss_disc_real_1: 0.25884929299354553 (0.23919193233762467) | > loss_disc_real_2: 0.19435225427150726 (0.2435036124218078) | > loss_disc_real_3: 0.18814702332019806 (0.267706008894103) | > loss_disc_real_4: 0.2186010479927063 (0.2423880703392483) | > loss_disc_real_5: 0.20080828666687012 (0.25954705263887123) | > loss_0: 2.4955716133117676 (2.496823061080206) | > loss_gen: 2.0366337299346924 (2.3124407756896246) | > loss_kl: 2.3595497608184814 (2.991636934734526) | > loss_feat: 5.1901726722717285 (6.31582396371024) | > loss_mel: 15.364322662353516 (16.654671078636532) | > loss_duration: 2.167473316192627 (2.358188958395095) | > loss_1: 27.118152618408203 (30.632761728195916)  --> STEP: 22 | > loss_disc: 2.3484010696411133 (2.4900766069238833) | > loss_disc_real_0: 0.04958907887339592 (0.11232319846749306) | > loss_disc_real_1: 0.19426286220550537 (0.23714970187707382) | > loss_disc_real_2: 0.2657211720943451 (0.24451350149783221) | > loss_disc_real_3: 0.22950959205627441 (0.26596980812874715) | > loss_disc_real_4: 0.23506949841976166 (0.24205540797927164) | > loss_disc_real_5: 0.2418110966682434 (0.2587408728220245) | > loss_0: 2.3484010696411133 (2.4900766069238833) | > loss_gen: 2.400430202484131 (2.3164402950893748) | > loss_kl: 2.364436149597168 (2.9631278081373735) | > loss_feat: 7.430708408355713 (6.366500529375943) | > loss_mel: 17.396617889404297 (16.68839593367143) | > loss_duration: 2.192408561706543 (2.3506534858183428) | > loss_1: 31.784603118896484 (30.68511815504594)  --> STEP: 23 | > loss_disc: 2.7809271812438965 (2.5027222840682315) | > loss_disc_real_0: 0.26490575075149536 (0.11895722247984099) | > loss_disc_real_1: 0.2398601621389389 (0.23726754797541577) | > loss_disc_real_2: 0.2588704228401184 (0.24513771546923596) | > loss_disc_real_3: 0.29341939091682434 (0.2671632682499679) | > loss_disc_real_4: 0.24935078620910645 (0.24237259833709054) | > loss_disc_real_5: 0.3027794361114502 (0.26065559296504304) | > loss_0: 2.7809271812438965 (2.5027222840682315) | > loss_gen: 2.1895124912261963 (2.3109216949214106) | > loss_kl: 2.2755517959594727 (2.9332331989122475) | > loss_feat: 4.576465606689453 (6.288672924041748) | > loss_mel: 14.492754936218262 (16.59293328160825) | > loss_duration: 2.2748372554779053 (2.347357127977454) | > loss_1: 25.80912208557129 (30.473118325938348)  --> STEP: 24 | > loss_disc: 2.3806400299072266 (2.4976355234781895) | > loss_disc_real_0: 0.05703507736325264 (0.11637713309998314) | > loss_disc_real_1: 0.18209320306777954 (0.2349686169375976) | > loss_disc_real_2: 0.2487567514181137 (0.24528850863377252) | > loss_disc_real_3: 0.2905288338661194 (0.2681368334839742) | > loss_disc_real_4: 0.24988490343093872 (0.2426856110493342) | > loss_disc_real_5: 0.24669249355793 (0.2600737971564133) | > loss_0: 2.3806400299072266 (2.4976355234781895) | > loss_gen: 2.506131410598755 (2.319055433074633) | > loss_kl: 2.784923791885376 (2.9270536402861276) | > loss_feat: 6.90852689743042 (6.314500172932942) | > loss_mel: 17.763301849365234 (16.641698638598125) | > loss_duration: 2.4170546531677246 (2.3502611915270486) | > loss_1: 32.379940032958984 (30.55256923039754)  --> STEP: 25 | > loss_disc: 2.6486454010009766 (2.503675918579101) | > loss_disc_real_0: 0.11653119325637817 (0.11638329550623894) | > loss_disc_real_1: 0.22606001794338226 (0.23461227297782897) | > loss_disc_real_2: 0.22719526290893555 (0.24456477880477906) | > loss_disc_real_3: 0.24610495567321777 (0.26725555837154397) | > loss_disc_real_4: 0.2915182411670685 (0.24463891625404358) | > loss_disc_real_5: 0.37652674317359924 (0.26473191499710075) | > loss_0: 2.6486454010009766 (2.503675918579101) | > loss_gen: 2.252845048904419 (2.316407017707825) | > loss_kl: 3.1190826892852783 (2.9347348022460937) | > loss_feat: 5.718537330627441 (6.2906616592407225) | > loss_mel: 13.103141784667969 (16.50015636444092) | > loss_duration: 2.421173572540283 (2.353097686767578) | > loss_1: 26.61478042602539 (30.395057678222656)  --> STEP: 26 | > loss_disc: 2.164703607559204 (2.4906385220014124) | > loss_disc_real_0: 0.04896029084920883 (0.11379010301943009) | > loss_disc_real_1: 0.12329147011041641 (0.23033070363677466) | > loss_disc_real_2: 0.1891058087348938 (0.24243174149439886) | > loss_disc_real_3: 0.24823547899723053 (0.2665240168571473) | > loss_disc_real_4: 0.1485116183757782 (0.24094171248949492) | > loss_disc_real_5: 0.1648360788822174 (0.26088976745422066) | > loss_0: 2.164703607559204 (2.4906385220014124) | > loss_gen: 2.3259360790252686 (2.3167735200661883) | > loss_kl: 2.571924924850464 (2.9207805761924157) | > loss_feat: 19.294200897216797 (6.790797783778264) | > loss_mel: 21.96122932434082 (16.710197632129375) | > loss_duration: 2.3457272052764893 (2.3528142067102285) | > loss_1: 48.49901580810547 (31.091363760141228) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023824251615084126 (+2.8445170475885784e-05) | > avg_loss_disc: 2.4906385220014124 (-0.004507257388188357) | > avg_loss_disc_real_0: 0.11379010301943009 (-0.010632516243136853) | > avg_loss_disc_real_1: 0.23033070363677466 (+0.08272268393864998) | > avg_loss_disc_real_2: 0.24243174149439886 (+0.01826415039025822) | > avg_loss_disc_real_3: 0.2665240168571473 (+0.04078778509910297) | > avg_loss_disc_real_4: 0.24094171248949492 (-0.011276615353731034) | > avg_loss_disc_real_5: 0.26088976745422066 (+0.04403816335476357) | > avg_loss_0: 2.4906385220014124 (-0.004507257388188357) | > avg_loss_gen: 2.3167735200661883 (+0.159820781304286) | > avg_loss_kl: 2.9207805761924157 (-0.15558171272277832) | > avg_loss_feat: 6.790797783778264 (-0.11086843563960169) | > avg_loss_mel: 16.710197632129375 (-0.49614788935734566) | > avg_loss_duration: 2.3528142067102285 (-0.0027791720170244893) | > avg_loss_1: 31.091363760141228 (-0.6055563413179819)  > EPOCH: 812/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:10:25)   --> TIME: 2024-06-12 03:10:32 -- STEP: 14/330 -- GLOBAL_STEP: 355975 | > loss_disc: 2.4328012466430664 (2.369296772139413) | > loss_disc_real_0: 0.14222538471221924 (0.10936728545597621) | > loss_disc_real_1: 0.2517981231212616 (0.19703230155365808) | > loss_disc_real_2: 0.20056602358818054 (0.20748307023729598) | > loss_disc_real_3: 0.2516780495643616 (0.22570022302014486) | > loss_disc_real_4: 0.2376687079668045 (0.23100214238677705) | > loss_disc_real_5: 0.24108636379241943 (0.2241325687084879) | > loss_0: 2.4328012466430664 (2.369296772139413) | > grad_norm_0: tensor(10.9676, device='cuda:0') (tensor(8.8509, device='cuda:0')) | > loss_gen: 2.539790391921997 (2.469804848943437) | > loss_kl: 1.8943111896514893 (1.909330666065216) | > loss_feat: 6.213201999664307 (6.738418136324201) | > loss_mel: 15.560050010681152 (17.195393289838517) | > loss_duration: 2.0004825592041016 (2.0671833412987843) | > loss_1: 28.20783805847168 (30.38012981414795) | > grad_norm_1: tensor(138.2570, device='cuda:0') (tensor(98.3314, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.3491 (0.37139393602098736) | > loader_time: 0.0032 (0.0032107659748622347)  --> TIME: 2024-06-12 03:10:41 -- STEP: 39/330 -- GLOBAL_STEP: 356000 | > loss_disc: 2.3351001739501953 (2.3580656418433557) | > loss_disc_real_0: 0.1281633824110031 (0.109871428555403) | > loss_disc_real_1: 0.18545854091644287 (0.19627026793284294) | > loss_disc_real_2: 0.19591623544692993 (0.20853005387844184) | > loss_disc_real_3: 0.22457152605056763 (0.2275314510632784) | > loss_disc_real_4: 0.22181324660778046 (0.23293927541145912) | > loss_disc_real_5: 0.21213114261627197 (0.2271176951053815) | > loss_0: 2.3351001739501953 (2.3580656418433557) | > grad_norm_0: tensor(5.4281, device='cuda:0') (tensor(8.9149, device='cuda:0')) | > loss_gen: 2.314929962158203 (2.46298609024439) | > loss_kl: 1.9127129316329956 (1.954467284373748) | > loss_feat: 6.483890533447266 (6.7985669038234615) | > loss_mel: 16.474876403808594 (17.21072950118627) | > loss_duration: 1.988818883895874 (2.0092548651572977) | > loss_1: 29.175228118896484 (30.436004345233624) | > grad_norm_1: tensor(61.9548, device='cuda:0') (tensor(81.9840, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.3555 (0.3658607372870812) | > loader_time: 0.0031 (0.00349730711716872) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_356000.pth  --> TIME: 2024-06-12 03:10:55 -- STEP: 64/330 -- GLOBAL_STEP: 356025 | > loss_disc: 2.3916451930999756 (2.348763372749091) | > loss_disc_real_0: 0.10256431996822357 (0.10810426354873925) | > loss_disc_real_1: 0.2059217393398285 (0.19575375225394964) | > loss_disc_real_2: 0.19888007640838623 (0.2094513091724366) | > loss_disc_real_3: 0.28029000759124756 (0.22831280063837767) | > loss_disc_real_4: 0.25909656286239624 (0.23199661867693067) | > loss_disc_real_5: 0.25589072704315186 (0.2249928533565253) | > loss_0: 2.3916451930999756 (2.348763372749091) | > grad_norm_0: tensor(5.5976, device='cuda:0') (tensor(8.3239, device='cuda:0')) | > loss_gen: 2.4904961585998535 (2.4735074602067466) | > loss_kl: 2.045612096786499 (1.95341170206666) | > loss_feat: 7.155526161193848 (6.924483053386211) | > loss_mel: 17.382755279541016 (17.22769433259964) | > loss_duration: 1.9788322448730469 (1.9932831134647124) | > loss_1: 31.053220748901367 (30.572379380464554) | > grad_norm_1: tensor(57.2422, device='cuda:0') (tensor(74.0245, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.3501 (0.3666326366364956) | > loader_time: 0.0036 (0.0036342963576316833)  --> TIME: 2024-06-12 03:11:05 -- STEP: 89/330 -- GLOBAL_STEP: 356050 | > loss_disc: 2.356368064880371 (2.366867901234145) | > loss_disc_real_0: 0.11143745481967926 (0.10892568043108737) | > loss_disc_real_1: 0.21249541640281677 (0.19654432407925637) | > loss_disc_real_2: 0.22386685013771057 (0.21238012846266285) | > loss_disc_real_3: 0.247519850730896 (0.23046351165583964) | > loss_disc_real_4: 0.23552197217941284 (0.23296540205398303) | > loss_disc_real_5: 0.2256925404071808 (0.22524473188298472) | > loss_0: 2.356368064880371 (2.366867901234145) | > grad_norm_0: tensor(16.9109, device='cuda:0') (tensor(8.7152, device='cuda:0')) | > loss_gen: 2.4205541610717773 (2.4545133997885027) | > loss_kl: 1.9091790914535522 (1.9662146246835086) | > loss_feat: 6.131656646728516 (6.888220899560478) | > loss_mel: 16.2005672454834 (17.235773172271376) | > loss_duration: 1.9813392162322998 (1.9878616279430597) | > loss_1: 28.643295288085938 (30.53258345100317) | > grad_norm_1: tensor(229.0939, device='cuda:0') (tensor(79.2031, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.601 (0.36811898531538717) | > loader_time: 0.0037 (0.00367308466621999)  --> TIME: 2024-06-12 03:11:14 -- STEP: 114/330 -- GLOBAL_STEP: 356075 | > loss_disc: 2.388620138168335 (2.3608570161618685) | > loss_disc_real_0: 0.14616724848747253 (0.10970950610282128) | > loss_disc_real_1: 0.22125793993473053 (0.19528731076340927) | > loss_disc_real_2: 0.23789003491401672 (0.21192063404279843) | > loss_disc_real_3: 0.2296007126569748 (0.22907547861860508) | > loss_disc_real_4: 0.2282973676919937 (0.23259219043610388) | > loss_disc_real_5: 0.2212643325328827 (0.22454337135218738) | > loss_0: 2.388620138168335 (2.3608570161618685) | > grad_norm_0: tensor(7.6808, device='cuda:0') (tensor(9.1940, device='cuda:0')) | > loss_gen: 2.516491174697876 (2.459545503582871) | > loss_kl: 1.9314745664596558 (1.9672333043918275) | > loss_feat: 7.208889007568359 (6.894460669735022) | > loss_mel: 16.989116668701172 (17.200424713000906) | > loss_duration: 2.0169155597686768 (1.9894840863713041) | > loss_1: 30.662887573242188 (30.51114816832961) | > grad_norm_1: tensor(59.9366, device='cuda:0') (tensor(100.8176, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.3896 (0.3680960713771352) | > loader_time: 0.0049 (0.003700601427178634)  --> TIME: 2024-06-12 03:11:24 -- STEP: 139/330 -- GLOBAL_STEP: 356100 | > loss_disc: 2.3688294887542725 (2.365734059175999) | > loss_disc_real_0: 0.10204195976257324 (0.10997558540577511) | > loss_disc_real_1: 0.1881294697523117 (0.1952880183569819) | > loss_disc_real_2: 0.192653089761734 (0.21192124625332923) | > loss_disc_real_3: 0.22762316465377808 (0.2298316466722557) | > loss_disc_real_4: 0.21267171204090118 (0.23361381481019713) | > loss_disc_real_5: 0.21155692636966705 (0.22562379813451564) | > loss_0: 2.3688294887542725 (2.365734059175999) | > grad_norm_0: tensor(13.6043, device='cuda:0') (tensor(9.7633, device='cuda:0')) | > loss_gen: 2.565972328186035 (2.458351682415969) | > loss_kl: 1.9382461309432983 (1.9752694702834535) | > loss_feat: 7.32271671295166 (6.887272656392708) | > loss_mel: 16.817968368530273 (17.181211759718195) | > loss_duration: 2.0441033840179443 (1.994767300516581) | > loss_1: 30.68900489807129 (30.496872744114278) | > grad_norm_1: tensor(381.8503, device='cuda:0') (tensor(118.7138, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.374 (0.3701473826127087) | > loader_time: 0.0039 (0.0037868160138027273)  --> TIME: 2024-06-12 03:11:34 -- STEP: 164/330 -- GLOBAL_STEP: 356125 | > loss_disc: 2.4295010566711426 (2.3706026237185407) | > loss_disc_real_0: 0.13363909721374512 (0.1118074184874209) | > loss_disc_real_1: 0.1921965777873993 (0.19571958491351546) | > loss_disc_real_2: 0.26921433210372925 (0.2124459960656922) | > loss_disc_real_3: 0.24035827815532684 (0.22974395824641716) | > loss_disc_real_4: 0.263272225856781 (0.23342748876751923) | > loss_disc_real_5: 0.24401213228702545 (0.2253528042900853) | > loss_0: 2.4295010566711426 (2.3706026237185407) | > grad_norm_0: tensor(16.6385, device='cuda:0') (tensor(10.6679, device='cuda:0')) | > loss_gen: 2.5617318153381348 (2.4610163772978435) | > loss_kl: 2.2018654346466064 (1.9834280297523592) | > loss_feat: 7.123747825622559 (6.90117517040997) | > loss_mel: 16.854236602783203 (17.20791584107934) | > loss_duration: 2.0634677410125732 (1.9989200706888985) | > loss_1: 30.8050479888916 (30.552455367111577) | > grad_norm_1: tensor(237.4456, device='cuda:0') (tensor(138.2863, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.3874 (0.3727575700457504) | > loader_time: 0.0041 (0.0038916323243117913)  --> TIME: 2024-06-12 03:11:44 -- STEP: 189/330 -- GLOBAL_STEP: 356150 | > loss_disc: 2.3304195404052734 (2.373924994594836) | > loss_disc_real_0: 0.08706982433795929 (0.11304590839242178) | > loss_disc_real_1: 0.1848868876695633 (0.19583145525089649) | > loss_disc_real_2: 0.17966192960739136 (0.21267877030309545) | > loss_disc_real_3: 0.21159382164478302 (0.23008559699411746) | > loss_disc_real_4: 0.22864243388175964 (0.23394954693380487) | > loss_disc_real_5: 0.21523480117321014 (0.22499872546978097) | > loss_0: 2.3304195404052734 (2.373924994594836) | > grad_norm_0: tensor(32.2357, device='cuda:0') (tensor(11.7693, device='cuda:0')) | > loss_gen: 2.6113522052764893 (2.462819793236949) | > loss_kl: 2.136899471282959 (1.9874209083577312) | > loss_feat: 7.795278072357178 (6.9095051402137395) | > loss_mel: 17.938982009887695 (17.183318879869248) | > loss_duration: 2.086822509765625 (2.00631522501587) | > loss_1: 32.5693359375 (30.54937986343626) | > grad_norm_1: tensor(429.1959, device='cuda:0') (tensor(154.0024, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.4006 (0.37504859702297005) | > loader_time: 0.0051 (0.003997587022327239)  --> TIME: 2024-06-12 03:11:54 -- STEP: 214/330 -- GLOBAL_STEP: 356175 | > loss_disc: 2.409402370452881 (2.372400200255563) | > loss_disc_real_0: 0.09484690427780151 (0.11475977524418697) | > loss_disc_real_1: 0.22110195457935333 (0.19624063449206752) | > loss_disc_real_2: 0.24274186789989471 (0.2124654592197632) | > loss_disc_real_3: 0.23160506784915924 (0.22991052457940914) | > loss_disc_real_4: 0.24070340394973755 (0.23328647477047465) | > loss_disc_real_5: 0.23667623102664948 (0.2238503928496459) | > loss_0: 2.409402370452881 (2.372400200255563) | > grad_norm_0: tensor(29.6816, device='cuda:0') (tensor(13.9698, device='cuda:0')) | > loss_gen: 2.392786979675293 (2.4695921155893923) | > loss_kl: 1.9826472997665405 (1.9896335768922466) | > loss_feat: 6.273017406463623 (6.936827358798446) | > loss_mel: 16.476318359375 (17.16961108412698) | > loss_duration: 2.1242733001708984 (2.013782702316745) | > loss_1: 29.24904441833496 (30.579446756951164) | > grad_norm_1: tensor(394.7592, device='cuda:0') (tensor(178.0965, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.4062 (0.3781730482511433) | > loader_time: 0.0052 (0.004113734325515884)  --> TIME: 2024-06-12 03:12:05 -- STEP: 239/330 -- GLOBAL_STEP: 356200 | > loss_disc: 2.3356432914733887 (2.3768367727431294) | > loss_disc_real_0: 0.18744847178459167 (0.11767882841276824) | > loss_disc_real_1: 0.17864789068698883 (0.19592811111126984) | > loss_disc_real_2: 0.1954674869775772 (0.21227324015176446) | > loss_disc_real_3: 0.21498385071754456 (0.23002301405912662) | > loss_disc_real_4: 0.21425077319145203 (0.23343879701452774) | > loss_disc_real_5: 0.24473410844802856 (0.2239596054394375) | > loss_0: 2.3356432914733887 (2.3768367727431294) | > grad_norm_0: tensor(42.9134, device='cuda:0') (tensor(17.4865, device='cuda:0')) | > loss_gen: 2.379711389541626 (2.4740015722218924) | > loss_kl: 1.9895575046539307 (1.996186767163137) | > loss_feat: 6.981037616729736 (6.939921177580765) | > loss_mel: 16.837779998779297 (17.141801738339993) | > loss_duration: 2.0735599994659424 (2.022828800907692) | > loss_1: 30.261648178100586 (30.574739950970127) | > grad_norm_1: tensor(383.6191, device='cuda:0') (tensor(205.1190, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.4188 (0.3817880672390991) | > loader_time: 0.0057 (0.00423285053364901)  --> TIME: 2024-06-12 03:12:16 -- STEP: 264/330 -- GLOBAL_STEP: 356225 | > loss_disc: 2.321288824081421 (2.3792974578611776) | > loss_disc_real_0: 0.08073307573795319 (0.11803016015751795) | > loss_disc_real_1: 0.19120089709758759 (0.19647784474672694) | > loss_disc_real_2: 0.20222365856170654 (0.2126079395864949) | > loss_disc_real_3: 0.19974689185619354 (0.23008158413523977) | > loss_disc_real_4: 0.2173568457365036 (0.23353107770284018) | > loss_disc_real_5: 0.20733466744422913 (0.2237260504766847) | > loss_0: 2.321288824081421 (2.3792974578611776) | > grad_norm_0: tensor(13.0201, device='cuda:0') (tensor(18.9233, device='cuda:0')) | > loss_gen: 2.406315565109253 (2.4715481156652634) | > loss_kl: 2.1602275371551514 (2.0042251100142794) | > loss_feat: 7.4113335609436035 (6.9409121726498455) | > loss_mel: 17.29151153564453 (17.106902649908363) | > loss_duration: 2.142529010772705 (2.031119635159316) | > loss_1: 31.411914825439453 (30.554707541610256) | > grad_norm_1: tensor(252.5480, device='cuda:0') (tensor(226.4887, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.4453 (0.3861335813999177) | > loader_time: 0.0055 (0.0043689193147601465)  --> TIME: 2024-06-12 03:12:27 -- STEP: 289/330 -- GLOBAL_STEP: 356250 | > loss_disc: 2.4462215900421143 (2.380221748847037) | > loss_disc_real_0: 0.10061956942081451 (0.11938965519097437) | > loss_disc_real_1: 0.2292688935995102 (0.1966523719906394) | > loss_disc_real_2: 0.22068597376346588 (0.2124578282494859) | > loss_disc_real_3: 0.22232742607593536 (0.229864104086965) | > loss_disc_real_4: 0.21374017000198364 (0.2332040497382207) | > loss_disc_real_5: 0.23516850173473358 (0.223357260020959) | > loss_0: 2.4462215900421143 (2.380221748847037) | > grad_norm_0: tensor(41.4725, device='cuda:0') (tensor(20.3832, device='cuda:0')) | > loss_gen: 2.3603909015655518 (2.469002452276158) | > loss_kl: 2.088373899459839 (2.013080405528983) | > loss_feat: 6.058154582977295 (6.929674359753882) | > loss_mel: 15.258478164672852 (17.0470029672537) | > loss_duration: 2.193899393081665 (2.0414349302701043) | > loss_1: 27.95929718017578 (30.500194998348462) | > grad_norm_1: tensor(190.5177, device='cuda:0') (tensor(242.0328, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.4644 (0.39185347524068775) | > loader_time: 0.0067 (0.004533767700195308)  --> TIME: 2024-06-12 03:12:40 -- STEP: 314/330 -- GLOBAL_STEP: 356275 | > loss_disc: 2.5126125812530518 (2.380052461745632) | > loss_disc_real_0: 0.16667184233665466 (0.12015180201951865) | > loss_disc_real_1: 0.22194042801856995 (0.19687508606606985) | > loss_disc_real_2: 0.24921807646751404 (0.21239959847205772) | > loss_disc_real_3: 0.21836456656455994 (0.22988223493289037) | > loss_disc_real_4: 0.2171666920185089 (0.2333398437139335) | > loss_disc_real_5: 0.18052124977111816 (0.22350595606740117) | > loss_0: 2.5126125812530518 (2.380052461745632) | > grad_norm_0: tensor(8.0948, device='cuda:0') (tensor(20.8504, device='cuda:0')) | > loss_gen: 2.2486231327056885 (2.466286354004199) | > loss_kl: 1.9751152992248535 (2.0148810015362537) | > loss_feat: 7.330368995666504 (6.9441848514945645) | > loss_mel: 17.308855056762695 (17.009798396165206) | > loss_duration: 2.261843204498291 (2.0544654066395593) | > loss_1: 31.124805450439453 (30.489615908094272) | > grad_norm_1: tensor(186.9583, device='cuda:0') (tensor(251.7292, device='cuda:0')) | > current_lr_0: 0.00018069508948479517 | > current_lr_1: 0.00018069508948479517 | > step_time: 0.5228 (0.40050408263115395) | > loader_time: 0.0076 (0.004735081818453063)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.330648183822632 (2.330648183822632) | > loss_disc_real_0: 0.2068065106868744 (0.2068065106868744) | > loss_disc_real_1: 0.21690687537193298 (0.21690687537193298) | > loss_disc_real_2: 0.28531312942504883 (0.28531312942504883) | > loss_disc_real_3: 0.24563777446746826 (0.24563777446746826) | > loss_disc_real_4: 0.2578880488872528 (0.2578880488872528) | > loss_disc_real_5: 0.3223612904548645 (0.3223612904548645) | > loss_0: 2.330648183822632 (2.330648183822632) | > loss_gen: 2.948458671569824 (2.948458671569824) | > loss_kl: 1.9459428787231445 (1.9459428787231445) | > loss_feat: 8.279642105102539 (8.279642105102539) | > loss_mel: 16.672746658325195 (16.672746658325195) | > loss_duration: 3.0933427810668945 (3.0933427810668945) | > loss_1: 32.94013214111328 (32.94013214111328)  --> STEP: 1 | > loss_disc: 2.4618735313415527 (2.4618735313415527) | > loss_disc_real_0: 0.09407460689544678 (0.09407460689544678) | > loss_disc_real_1: 0.26690053939819336 (0.26690053939819336) | > loss_disc_real_2: 0.2329424023628235 (0.2329424023628235) | > loss_disc_real_3: 0.2680193781852722 (0.2680193781852722) | > loss_disc_real_4: 0.28633007407188416 (0.28633007407188416) | > loss_disc_real_5: 0.2292620986700058 (0.2292620986700058) | > loss_0: 2.4618735313415527 (2.4618735313415527) | > loss_gen: 2.350567579269409 (2.350567579269409) | > loss_kl: 3.0939507484436035 (3.0939507484436035) | > loss_feat: 5.698598861694336 (5.698598861694336) | > loss_mel: 17.376920700073242 (17.376920700073242) | > loss_duration: 2.402580738067627 (2.402580738067627) | > loss_1: 30.922616958618164 (30.922616958618164)  --> STEP: 2 | > loss_disc: 2.213609457015991 (2.337741494178772) | > loss_disc_real_0: 0.055472154170274734 (0.07477338053286076) | > loss_disc_real_1: 0.2632516920566559 (0.2650761157274246) | > loss_disc_real_2: 0.3445693254470825 (0.288755863904953) | > loss_disc_real_3: 0.20260955393314362 (0.23531446605920792) | > loss_disc_real_4: 0.24704118072986603 (0.2666856274008751) | > loss_disc_real_5: 0.24505628645420074 (0.23715919256210327) | > loss_0: 2.213609457015991 (2.337741494178772) | > loss_gen: 2.8701744079589844 (2.6103709936141968) | > loss_kl: 2.1648573875427246 (2.629404067993164) | > loss_feat: 5.893860340118408 (5.796229600906372) | > loss_mel: 17.265554428100586 (17.321237564086914) | > loss_duration: 2.481405258178711 (2.441992998123169) | > loss_1: 30.675851821899414 (30.79923439025879)  --> STEP: 3 | > loss_disc: 2.324772357940674 (2.3334184487660727) | > loss_disc_real_0: 0.12527784705162048 (0.09160820270578067) | > loss_disc_real_1: 0.23333653807640076 (0.2544962565104167) | > loss_disc_real_2: 0.21001188457012177 (0.2625078707933426) | > loss_disc_real_3: 0.2701799273490906 (0.2469362864891688) | > loss_disc_real_4: 0.27753472328186035 (0.27030199269453686) | > loss_disc_real_5: 0.264270156621933 (0.2461961805820465) | > loss_0: 2.324772357940674 (2.3334184487660727) | > loss_gen: 2.628909111022949 (2.6165503660837808) | > loss_kl: 2.593895673751831 (2.6175679365793862) | > loss_feat: 7.055911540985107 (6.216123580932617) | > loss_mel: 18.432626724243164 (17.691700617472332) | > loss_duration: 2.311703681945801 (2.3985632260640464) | > loss_1: 33.02304458618164 (31.540504455566406)  --> STEP: 4 | > loss_disc: 2.405672788619995 (2.3514820337295532) | > loss_disc_real_0: 0.16606023907661438 (0.1102212117984891) | > loss_disc_real_1: 0.25886160135269165 (0.2555875927209854) | > loss_disc_real_2: 0.2556871473789215 (0.2608026899397373) | > loss_disc_real_3: 0.2649945914745331 (0.2514508627355099) | > loss_disc_real_4: 0.22591376304626465 (0.2592049352824688) | > loss_disc_real_5: 0.24615618586540222 (0.24618618190288544) | > loss_0: 2.405672788619995 (2.3514820337295532) | > loss_gen: 2.531703472137451 (2.5953386425971985) | > loss_kl: 4.040182590484619 (2.9732216000556946) | > loss_feat: 6.719415187835693 (6.341946482658386) | > loss_mel: 17.933807373046875 (17.752227306365967) | > loss_duration: 2.430042266845703 (2.4064329862594604) | > loss_1: 33.6551513671875 (32.06916618347168)  --> STEP: 5 | > loss_disc: 2.3810763359069824 (2.357400894165039) | > loss_disc_real_0: 0.18204666674137115 (0.1245863027870655) | > loss_disc_real_1: 0.28959551453590393 (0.26238917708396914) | > loss_disc_real_2: 0.26179739832878113 (0.2610016316175461) | > loss_disc_real_3: 0.2748502492904663 (0.25613074004650116) | > loss_disc_real_4: 0.27856913208961487 (0.26307777464389803) | > loss_disc_real_5: 0.2741813659667969 (0.2517852187156677) | > loss_0: 2.3810763359069824 (2.357400894165039) | > loss_gen: 2.952094078063965 (2.666689729690552) | > loss_kl: 2.521199941635132 (2.882817268371582) | > loss_feat: 5.357791900634766 (6.145115566253662) | > loss_mel: 18.639114379882812 (17.929604721069335) | > loss_duration: 2.4214353561401367 (2.409433460235596) | > loss_1: 31.89163589477539 (32.033660125732425)  --> STEP: 6 | > loss_disc: 2.552638530731201 (2.3899405002593994) | > loss_disc_real_0: 0.11828123778104782 (0.1235354586193959) | > loss_disc_real_1: 0.26042813062667847 (0.262062336007754) | > loss_disc_real_2: 0.3030073046684265 (0.26800257712602615) | > loss_disc_real_3: 0.2938191890716553 (0.2624121482173602) | > loss_disc_real_4: 0.2394912838935852 (0.25914669285217923) | > loss_disc_real_5: 0.2926807999610901 (0.2586011489232381) | > loss_0: 2.552638530731201 (2.3899405002593994) | > loss_gen: 2.476627826690674 (2.6350127458572388) | > loss_kl: 2.7834715843200684 (2.8662596543629966) | > loss_feat: 4.789234638214111 (5.919135411580403) | > loss_mel: 17.353675842285156 (17.833616574605305) | > loss_duration: 2.236815929412842 (2.3806638717651367) | > loss_1: 29.63982582092285 (31.634687741597492)  --> STEP: 7 | > loss_disc: 2.361855983734131 (2.3859284264700755) | > loss_disc_real_0: 0.18078398704528809 (0.13171381982309477) | > loss_disc_real_1: 0.25934821367263794 (0.2616746042455946) | > loss_disc_real_2: 0.22166448831558228 (0.2613828501531056) | > loss_disc_real_3: 0.23195841908454895 (0.25806161548410145) | > loss_disc_real_4: 0.21963651478290558 (0.25350238169942585) | > loss_disc_real_5: 0.26787808537483215 (0.2599264255591801) | > loss_0: 2.361855983734131 (2.3859284264700755) | > loss_gen: 2.7746071815490723 (2.654954808098929) | > loss_kl: 3.8948347568511963 (3.0131989547184537) | > loss_feat: 5.83688497543335 (5.907385349273682) | > loss_mel: 15.579293251037598 (17.511570385524205) | > loss_duration: 2.5592522621154785 (2.4061764989580428) | > loss_1: 30.64487075805664 (31.49328531537737)  --> STEP: 8 | > loss_disc: 2.3678159713745117 (2.38366436958313) | > loss_disc_real_0: 0.2359885573387146 (0.14474816201254725) | > loss_disc_real_1: 0.1989942491054535 (0.25383955985307693) | > loss_disc_real_2: 0.20359031856060028 (0.25415878370404243) | > loss_disc_real_3: 0.3134393095970154 (0.2649838272482157) | > loss_disc_real_4: 0.22311170399188995 (0.24970354698598385) | > loss_disc_real_5: 0.21281494200229645 (0.25403749011456966) | > loss_0: 2.3678159713745117 (2.38366436958313) | > loss_gen: 2.661376476287842 (2.6557575166225433) | > loss_kl: 2.9930260181427 (3.0106773376464844) | > loss_feat: 9.156354904174805 (6.313506543636322) | > loss_mel: 19.41646385192871 (17.749682068824768) | > loss_duration: 2.296098232269287 (2.3924167156219482) | > loss_1: 36.523319244384766 (32.122039556503296)  --> STEP: 9 | > loss_disc: 2.633267402648926 (2.4113980399237738) | > loss_disc_real_0: 0.19707784056663513 (0.15056257074077925) | > loss_disc_real_1: 0.24581928551197052 (0.25294841825962067) | > loss_disc_real_2: 0.26604536175727844 (0.25547951459884644) | > loss_disc_real_3: 0.2584855556488037 (0.26426179707050323) | > loss_disc_real_4: 0.2646969258785248 (0.25136947797404396) | > loss_disc_real_5: 0.3043026924133301 (0.2596225125922097) | > loss_0: 2.633267402648926 (2.4113980399237738) | > loss_gen: 2.4984254837036133 (2.6382761796315513) | > loss_kl: 2.6430344581604004 (2.9698281288146973) | > loss_feat: 9.378459930419922 (6.654056919945611) | > loss_mel: 17.368968963623047 (17.707380612691242) | > loss_duration: 2.1866812705993652 (2.3695572217305503) | > loss_1: 34.07556915283203 (32.339098400539825)  --> STEP: 10 | > loss_disc: 2.4346022605895996 (2.4137184619903564) | > loss_disc_real_0: 0.09201465547084808 (0.14470777921378614) | > loss_disc_real_1: 0.23951587080955505 (0.2516051635146141) | > loss_disc_real_2: 0.23464667797088623 (0.2533962309360504) | > loss_disc_real_3: 0.2722833454608917 (0.2650639519095421) | > loss_disc_real_4: 0.23933438956737518 (0.2501659691333771) | > loss_disc_real_5: 0.30807316303253174 (0.2644675776362419) | > loss_0: 2.4346022605895996 (2.4137184619903564) | > loss_gen: 2.499904155731201 (2.624438977241516) | > loss_kl: 3.3484668731689453 (3.007692003250122) | > loss_feat: 8.006134033203125 (6.7892646312713625) | > loss_mel: 17.161510467529297 (17.652793598175048) | > loss_duration: 2.3929333686828613 (2.3718948364257812) | > loss_1: 33.40895080566406 (32.44608364105225)  --> STEP: 11 | > loss_disc: 2.6989192962646484 (2.4396458105607466) | > loss_disc_real_0: 0.13183334469795227 (0.14353737607598305) | > loss_disc_real_1: 0.28874096274375916 (0.2549811452627182) | > loss_disc_real_2: 0.24161255359649658 (0.25232498754154553) | > loss_disc_real_3: 0.26182976365089417 (0.26476993479511957) | > loss_disc_real_4: 0.2567366063594818 (0.2507632997902957) | > loss_disc_real_5: 0.2492239773273468 (0.2630817957899787) | > loss_0: 2.6989192962646484 (2.4396458105607466) | > loss_gen: 2.2047154903411865 (2.5862822966142134) | > loss_kl: 3.878636121749878 (3.086868741295554) | > loss_feat: 8.227971076965332 (6.92005612633445) | > loss_mel: 15.351885795593262 (17.443620161576703) | > loss_duration: 2.5429086685180664 (2.387441548434171) | > loss_1: 32.20611572265625 (32.424268375743516)  --> STEP: 12 | > loss_disc: 2.424994945526123 (2.438424905141195) | > loss_disc_real_0: 0.11501318216323853 (0.14116035991658768) | > loss_disc_real_1: 0.22729849815368652 (0.25267425800363225) | > loss_disc_real_2: 0.23714207112789154 (0.25105974450707436) | > loss_disc_real_3: 0.23514600098133087 (0.2623012736439705) | > loss_disc_real_4: 0.25691449642181396 (0.2512758995095889) | > loss_disc_real_5: 0.25136271119117737 (0.26210520540674526) | > loss_0: 2.424994945526123 (2.438424905141195) | > loss_gen: 2.347228527069092 (2.56636114915212) | > loss_kl: 3.427955389022827 (3.1152926286061606) | > loss_feat: 8.530232429504395 (7.054237484931946) | > loss_mel: 19.346723556518555 (17.602212111155193) | > loss_duration: 2.3213515281677246 (2.3819340467453003) | > loss_1: 35.97349166870117 (32.72003698348998)  --> STEP: 13 | > loss_disc: 2.589334487915039 (2.4500333345853367) | > loss_disc_real_0: 0.03563251718878746 (0.13304283355291074) | > loss_disc_real_1: 0.2827015519142151 (0.25498404984290785) | > loss_disc_real_2: 0.25692686438560486 (0.2515110614208075) | > loss_disc_real_3: 0.33408015966415405 (0.26782272641475385) | > loss_disc_real_4: 0.2448273003101349 (0.2507798534173232) | > loss_disc_real_5: 0.286419540643692 (0.26397553888651043) | > loss_0: 2.589334487915039 (2.4500333345853367) | > loss_gen: 2.3259148597717285 (2.5478652807382436) | > loss_kl: 2.9090282917022705 (3.099426141152015) | > loss_feat: 6.520016670227051 (7.013143576108492) | > loss_mel: 15.856710433959961 (17.467942751370945) | > loss_duration: 2.253028392791748 (2.3720182272104116) | > loss_1: 29.86469841003418 (32.50039555476261)  --> STEP: 14 | > loss_disc: 2.578944444656372 (2.459241271018982) | > loss_disc_real_0: 0.10732688754796982 (0.13120598026684355) | > loss_disc_real_1: 0.21595218777656555 (0.25219605969531195) | > loss_disc_real_2: 0.2520453631877899 (0.2515492258327348) | > loss_disc_real_3: 0.25263696908950806 (0.26673802946295055) | > loss_disc_real_4: 0.2766450047492981 (0.25262736422675) | > loss_disc_real_5: 0.27703097462654114 (0.26490807001079836) | > loss_0: 2.578944444656372 (2.459241271018982) | > loss_gen: 2.294215440750122 (2.5297474350248064) | > loss_kl: 3.6081175804138184 (3.1357612439564297) | > loss_feat: 6.393284320831299 (6.968867915017264) | > loss_mel: 19.50180435180664 (17.613218579973495) | > loss_duration: 2.3978984355926514 (2.3738668135234287) | > loss_1: 34.19532012939453 (32.62146159580775)  --> STEP: 15 | > loss_disc: 2.61738657951355 (2.4697842915852863) | > loss_disc_real_0: 0.13590934872627258 (0.13151953816413883) | > loss_disc_real_1: 0.31925830245018005 (0.2566668758789698) | > loss_disc_real_2: 0.2593325972557068 (0.252068117260933) | > loss_disc_real_3: 0.28442540764808655 (0.2679171880086263) | > loss_disc_real_4: 0.2144017219543457 (0.25007898807525636) | > loss_disc_real_5: 0.25389599800109863 (0.26417393187681837) | > loss_0: 2.61738657951355 (2.4697842915852863) | > loss_gen: 2.5338573455810547 (2.5300214290618896) | > loss_kl: 3.3414905071258545 (3.1494765281677246) | > loss_feat: 7.060230255126953 (6.974958737691243) | > loss_mel: 17.041635513305664 (17.57511304219564) | > loss_duration: 2.368443250656128 (2.3735052426656087) | > loss_1: 32.34565734863281 (32.60307464599609)  --> STEP: 16 | > loss_disc: 2.4177095890045166 (2.4665296226739883) | > loss_disc_real_0: 0.09430252015590668 (0.12919347453862434) | > loss_disc_real_1: 0.26479730010032654 (0.2571750273928046) | > loss_disc_real_2: 0.21911774575710297 (0.2500087190419436) | > loss_disc_real_3: 0.31670090556144714 (0.2709661703556776) | > loss_disc_real_4: 0.30862316489219666 (0.2537379991263151) | > loss_disc_real_5: 0.29811498522758484 (0.26629524771124125) | > loss_0: 2.4177095890045166 (2.4665296226739883) | > loss_gen: 2.8522510528564453 (2.5501607805490494) | > loss_kl: 3.0323567390441895 (3.1421565413475037) | > loss_feat: 9.116252899169922 (7.108789622783661) | > loss_mel: 16.990598678588867 (17.538580894470215) | > loss_duration: 2.378709554672241 (2.3738305121660233) | > loss_1: 34.37016677856445 (32.71351790428161)  --> STEP: 17 | > loss_disc: 2.577970266342163 (2.4730849546544693) | > loss_disc_real_0: 0.15862730145454407 (0.13092487612191372) | > loss_disc_real_1: 0.2919541895389557 (0.2592208604602253) | > loss_disc_real_2: 0.3532591462135315 (0.25608227358144875) | > loss_disc_real_3: 0.35136690735816956 (0.27569562547347126) | > loss_disc_real_4: 0.2629626989364624 (0.254280628526912) | > loss_disc_real_5: 0.24418260157108307 (0.2649945038206437) | > loss_0: 2.577970266342163 (2.4730849546544693) | > loss_gen: 2.7244410514831543 (2.560412561192232) | > loss_kl: 2.445777654647827 (3.1011930774239933) | > loss_feat: 6.310165882110596 (7.0618117556852456) | > loss_mel: 17.042343139648438 (17.509390438304226) | > loss_duration: 2.5014195442199707 (2.3813357493456673) | > loss_1: 31.024147033691406 (32.61414314718807)  --> STEP: 18 | > loss_disc: 2.3679521083831787 (2.4672442409727307) | > loss_disc_real_0: 0.12388570606708527 (0.13053381111886772) | > loss_disc_real_1: 0.26878318190574646 (0.259752100540532) | > loss_disc_real_2: 0.2261524498462677 (0.2544195055961609) | > loss_disc_real_3: 0.262107253074646 (0.27494071589575875) | > loss_disc_real_4: 0.2096615433692932 (0.2518017904625999) | > loss_disc_real_5: 0.23288384079933167 (0.26321057809723747) | > loss_0: 2.3679521083831787 (2.4672442409727307) | > loss_gen: 2.4414584636688232 (2.5538040002187095) | > loss_kl: 3.574228048324585 (3.1274727980295816) | > loss_feat: 5.7075300216674805 (6.986573881573147) | > loss_mel: 13.843989372253418 (17.30575704574585) | > loss_duration: 2.3207168579101562 (2.3779680331548056) | > loss_1: 27.887922286987305 (32.35157532162136)  --> STEP: 19 | > loss_disc: 2.5623672008514404 (2.4722507125452946) | > loss_disc_real_0: 0.13289588689804077 (0.13065813089671893) | > loss_disc_real_1: 0.28202420473098755 (0.260924316550556) | > loss_disc_real_2: 0.297625869512558 (0.25669352474965546) | > loss_disc_real_3: 0.2629334330558777 (0.27430875364102814) | > loss_disc_real_4: 0.23921988904476166 (0.2511395851248189) | > loss_disc_real_5: 0.2776075005531311 (0.263968310858074) | > loss_0: 2.5623672008514404 (2.4722507125452946) | > loss_gen: 2.547313690185547 (2.553462404953806) | > loss_kl: 2.2408440113067627 (3.0808081250441703) | > loss_feat: 6.302201271057129 (6.950554270493357) | > loss_mel: 16.856609344482422 (17.282117693047773) | > loss_duration: 2.3443965911865234 (2.376201115156475) | > loss_1: 30.291364669799805 (32.2431431820518)  --> STEP: 20 | > loss_disc: 2.158141613006592 (2.4565452575683593) | > loss_disc_real_0: 0.10712099075317383 (0.12948127388954167) | > loss_disc_real_1: 0.22184540331363678 (0.25897037088871) | > loss_disc_real_2: 0.18595898151397705 (0.2531567975878716) | > loss_disc_real_3: 0.240915909409523 (0.2726391114294529) | > loss_disc_real_4: 0.20854507386684418 (0.24900985956192012) | > loss_disc_real_5: 0.24193045496940613 (0.2628664180636406) | > loss_0: 2.158141613006592 (2.4565452575683593) | > loss_gen: 2.694565534591675 (2.5605175614356996) | > loss_kl: 2.642153024673462 (3.0588753700256346) | > loss_feat: 8.738455772399902 (7.039949345588684) | > loss_mel: 19.628150939941406 (17.399419355392457) | > loss_duration: 2.2940804958343506 (2.3720950841903687) | > loss_1: 35.99740219116211 (32.430856132507316)  --> STEP: 21 | > loss_disc: 2.3176956176757812 (2.4499333699544272) | > loss_disc_real_0: 0.09632915258407593 (0.12790260144642426) | > loss_disc_real_1: 0.20994719862937927 (0.2566359341144562) | > loss_disc_real_2: 0.26442989706993103 (0.25369361184892203) | > loss_disc_real_3: 0.21059785783290863 (0.26968476602009367) | > loss_disc_real_4: 0.24636827409267426 (0.24888406977767033) | > loss_disc_real_5: 0.3132691979408264 (0.2652665504387447) | > loss_0: 2.3176956176757812 (2.4499333699544272) | > loss_gen: 2.5289037227630615 (2.559012140546526) | > loss_kl: 2.33109712600708 (3.024219263167608) | > loss_feat: 5.817350387573242 (6.981730347587948) | > loss_mel: 15.679658889770508 (17.317525999886648) | > loss_duration: 2.1824326515197754 (2.363063539777483) | > loss_1: 28.53944206237793 (32.24555070059639)  --> STEP: 22 | > loss_disc: 2.5693187713623047 (2.4553599791093306) | > loss_disc_real_0: 0.10911045968532562 (0.12704841318455615) | > loss_disc_real_1: 0.3038276731967926 (0.25878101316365326) | > loss_disc_real_2: 0.2519738972187042 (0.253615443002094) | > loss_disc_real_3: 0.30179354548454285 (0.2711442559957505) | > loss_disc_real_4: 0.2522462010383606 (0.24903689392588352) | > loss_disc_real_5: 0.26219069957733154 (0.2651267390359532) | > loss_0: 2.5693187713623047 (2.4553599791093306) | > loss_gen: 2.4011244773864746 (2.5518354285847056) | > loss_kl: 2.1276979446411133 (2.9834682941436768) | > loss_feat: 5.853064060211182 (6.930427334525368) | > loss_mel: 17.182851791381836 (17.31140444495461) | > loss_duration: 2.2324705123901367 (2.357127493078058) | > loss_1: 29.797210693359375 (32.134262518449255)  --> STEP: 23 | > loss_disc: 2.6389689445495605 (2.463342977606732) | > loss_disc_real_0: 0.27216440439224243 (0.13335780410662948) | > loss_disc_real_1: 0.23506513237953186 (0.2577498879121697) | > loss_disc_real_2: 0.31726425886154175 (0.25638278282207) | > loss_disc_real_3: 0.26343870162963867 (0.27080923189287603) | > loss_disc_real_4: 0.25435981154441833 (0.24926832512668937) | > loss_disc_real_5: 0.28249239921569824 (0.26588176773942035) | > loss_0: 2.6389689445495605 (2.463342977606732) | > loss_gen: 2.464109182357788 (2.548021243966144) | > loss_kl: 2.796691417694092 (2.975347560384999) | > loss_feat: 4.2978081703186035 (6.81596563173377) | > loss_mel: 14.86814022064209 (17.205175565636676) | > loss_duration: 2.322392463684082 (2.355617274408755) | > loss_1: 26.749141693115234 (31.90012683039125)  --> STEP: 24 | > loss_disc: 2.4490036964416504 (2.462745507558187) | > loss_disc_real_0: 0.15299510955810547 (0.13417602516710764) | > loss_disc_real_1: 0.2613491714000702 (0.2578998580574989) | > loss_disc_real_2: 0.24245232343673706 (0.2558023470143478) | > loss_disc_real_3: 0.26489388942718506 (0.2705627592901389) | > loss_disc_real_4: 0.15861797332763672 (0.2454912271350622) | > loss_disc_real_5: 0.187631756067276 (0.26262135058641434) | > loss_0: 2.4490036964416504 (2.462745507558187) | > loss_gen: 2.3163788318634033 (2.5383694767951965) | > loss_kl: 2.502988338470459 (2.95566592613856) | > loss_feat: 6.749511241912842 (6.813196698824565) | > loss_mel: 18.03029441833496 (17.23955551783244) | > loss_duration: 2.4102511405944824 (2.357893685499827) | > loss_1: 32.00942611694336 (31.904680967330922)  --> STEP: 25 | > loss_disc: 2.435553789138794 (2.461657838821411) | > loss_disc_real_0: 0.07023756206035614 (0.13161848664283757) | > loss_disc_real_1: 0.2622402608394623 (0.2580734741687774) | > loss_disc_real_2: 0.22113659977912903 (0.25441571712493904) | > loss_disc_real_3: 0.20781472325325012 (0.26805283784866335) | > loss_disc_real_4: 0.18950235843658447 (0.24325167238712309) | > loss_disc_real_5: 0.23770952224731445 (0.26162487745285035) | > loss_0: 2.435553789138794 (2.461657838821411) | > loss_gen: 2.217792510986328 (2.5255463981628417) | > loss_kl: 2.8034653663635254 (2.9495779037475587) | > loss_feat: 6.854350566864014 (6.814842853546143) | > loss_mel: 16.078628540039062 (17.193118438720703) | > loss_duration: 2.3912487030029297 (2.3592278861999514) | > loss_1: 30.34548568725586 (31.842313156127922)  --> STEP: 26 | > loss_disc: 2.7025487422943115 (2.4709228735703688) | > loss_disc_real_0: 0.11405490338802338 (0.1309429642099601) | > loss_disc_real_1: 0.22362178564071655 (0.25674840922539044) | > loss_disc_real_2: 0.22688914835453033 (0.2533570029414618) | > loss_disc_real_3: 0.21801936626434326 (0.26612847355695873) | > loss_disc_real_4: 0.23502793908119202 (0.24293537495227957) | > loss_disc_real_5: 0.24910995364189148 (0.26114353422935194) | > loss_0: 2.7025487422943115 (2.4709228735703688) | > loss_gen: 1.833299160003662 (2.498921504387489) | > loss_kl: 2.6113593578338623 (2.9365694981354933) | > loss_feat: 3.5781688690185547 (6.690355392602774) | > loss_mel: 12.020158767700195 (16.99415845137376) | > loss_duration: 2.2730917930603027 (2.3559149595407343) | > loss_1: 22.316078186035156 (31.475919503432046) --> EVAL PERFORMANCE | > avg_loader_time: 0.002416656567500188 (+3.423140599177537e-05) | > avg_loss_disc: 2.4709228735703688 (-0.019715648431043675) | > avg_loss_disc_real_0: 0.1309429642099601 (+0.017152861190530014) | > avg_loss_disc_real_1: 0.25674840922539044 (+0.02641770558861578) | > avg_loss_disc_real_2: 0.2533570029414618 (+0.010925261447062934) | > avg_loss_disc_real_3: 0.26612847355695873 (-0.0003955433001885389) | > avg_loss_disc_real_4: 0.24293537495227957 (+0.001993662462784651) | > avg_loss_disc_real_5: 0.26114353422935194 (+0.0002537667751312811) | > avg_loss_0: 2.4709228735703688 (-0.019715648431043675) | > avg_loss_gen: 2.498921504387489 (+0.18214798432130053) | > avg_loss_kl: 2.9365694981354933 (+0.015788921943077572) | > avg_loss_feat: 6.690355392602774 (-0.10044239117549036) | > avg_loss_mel: 16.99415845137376 (+0.28396081924438477) | > avg_loss_duration: 2.3559149595407343 (+0.003100752830505815) | > avg_loss_1: 31.475919503432046 (+0.384555743290818)  > EPOCH: 813/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:13:08)   --> TIME: 2024-06-12 03:13:12 -- STEP: 9/330 -- GLOBAL_STEP: 356300 | > loss_disc: 2.390162467956543 (2.3288704554239907) | > loss_disc_real_0: 0.08951417356729507 (0.10054819699790743) | > loss_disc_real_1: 0.18863308429718018 (0.19279917743470934) | > loss_disc_real_2: 0.18619568645954132 (0.20524439050091636) | > loss_disc_real_3: 0.2533680498600006 (0.23296107517348397) | > loss_disc_real_4: 0.2455856055021286 (0.2336223241355684) | > loss_disc_real_5: 0.23315861821174622 (0.226095426413748) | > loss_0: 2.390162467956543 (2.3288704554239907) | > grad_norm_0: tensor(5.2102, device='cuda:0') (tensor(6.8824, device='cuda:0')) | > loss_gen: 2.465416669845581 (2.458795494503445) | > loss_kl: 1.9801455736160278 (1.9993920988506741) | > loss_feat: 6.9584641456604 (6.79143132103814) | > loss_mel: 17.894847869873047 (17.70831044514974) | > loss_duration: 2.0839295387268066 (2.1087492307027182) | > loss_1: 31.382802963256836 (31.06667857699924) | > grad_norm_1: tensor(40.4820, device='cuda:0') (tensor(64.6049, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.3408 (0.3723156452178955) | > loader_time: 0.0031 (0.0031602117750379774)  --> TIME: 2024-06-12 03:13:22 -- STEP: 34/330 -- GLOBAL_STEP: 356325 | > loss_disc: 2.3066062927246094 (2.323954659349778) | > loss_disc_real_0: 0.0810847133398056 (0.10414505399325315) | > loss_disc_real_1: 0.18090546131134033 (0.19297519282383077) | > loss_disc_real_2: 0.18670424818992615 (0.20436836954425364) | > loss_disc_real_3: 0.22892318665981293 (0.22621087598450043) | > loss_disc_real_4: 0.20858828723430634 (0.2304530424230239) | > loss_disc_real_5: 0.20331259071826935 (0.22253750790567958) | > loss_0: 2.3066062927246094 (2.323954659349778) | > grad_norm_0: tensor(6.9814, device='cuda:0') (tensor(8.0758, device='cuda:0')) | > loss_gen: 2.5378761291503906 (2.4864507843466366) | > loss_kl: 1.7977358102798462 (1.9356426210964428) | > loss_feat: 7.997714996337891 (7.000169922323788) | > loss_mel: 17.744089126586914 (17.495324415319107) | > loss_duration: 2.0032215118408203 (2.008975730222815) | > loss_1: 32.08063507080078 (30.926563375136432) | > grad_norm_1: tensor(87.2617, device='cuda:0') (tensor(84.8395, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.3832 (0.36476746727438536) | > loader_time: 0.0033 (0.0033310651779174805)  --> TIME: 2024-06-12 03:13:31 -- STEP: 59/330 -- GLOBAL_STEP: 356350 | > loss_disc: 2.431839942932129 (2.339419219453456) | > loss_disc_real_0: 0.106871098279953 (0.10626789232936956) | > loss_disc_real_1: 0.27240481972694397 (0.1949258961920011) | > loss_disc_real_2: 0.2208053320646286 (0.2051740814063509) | > loss_disc_real_3: 0.22079326212406158 (0.229314274707083) | > loss_disc_real_4: 0.2543030083179474 (0.23514052063731825) | > loss_disc_real_5: 0.2577633857727051 (0.22525667083465448) | > loss_0: 2.431839942932129 (2.339419219453456) | > grad_norm_0: tensor(16.2791, device='cuda:0') (tensor(8.4022, device='cuda:0')) | > loss_gen: 2.4738166332244873 (2.4869515289694575) | > loss_kl: 1.857882022857666 (1.9398567716954118) | > loss_feat: 6.28481912612915 (6.973123841366525) | > loss_mel: 15.823482513427734 (17.3868701094288) | > loss_duration: 1.970855712890625 (1.9917981503373494) | > loss_1: 28.41085433959961 (30.778600304813708) | > grad_norm_1: tensor(105.9246, device='cuda:0') (tensor(87.2593, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.353 (0.3669297775979769) | > loader_time: 0.0038 (0.0035912869340282375)  --> TIME: 2024-06-12 03:13:40 -- STEP: 84/330 -- GLOBAL_STEP: 356375 | > loss_disc: 2.3645308017730713 (2.3371467079435075) | > loss_disc_real_0: 0.13949990272521973 (0.10756381414830685) | > loss_disc_real_1: 0.16096076369285583 (0.19379221027096113) | > loss_disc_real_2: 0.2333180010318756 (0.20555755070277623) | > loss_disc_real_3: 0.23073223233222961 (0.2277336794705618) | > loss_disc_real_4: 0.2270457148551941 (0.2334237036605676) | > loss_disc_real_5: 0.22491449117660522 (0.22445945086933317) | > loss_0: 2.3645308017730713 (2.3371467079435075) | > grad_norm_0: tensor(13.6019, device='cuda:0') (tensor(8.5794, device='cuda:0')) | > loss_gen: 2.393660306930542 (2.485693000611805) | > loss_kl: 1.9227792024612427 (1.9513883051418124) | > loss_feat: 6.907781600952148 (6.9886948835282094) | > loss_mel: 17.261241912841797 (17.307661408469784) | > loss_duration: 2.03068208694458 (1.9852579633394885) | > loss_1: 30.516143798828125 (30.718695436205184) | > grad_norm_1: tensor(108.0933, device='cuda:0') (tensor(91.9311, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.3815 (0.3685594939050221) | > loader_time: 0.0038 (0.0036528905232747397)  --> TIME: 2024-06-12 03:13:50 -- STEP: 109/330 -- GLOBAL_STEP: 356400 | > loss_disc: 2.2175402641296387 (2.3412360423201815) | > loss_disc_real_0: 0.12238314747810364 (0.10897331623309249) | > loss_disc_real_1: 0.16871729493141174 (0.19434272586752516) | > loss_disc_real_2: 0.20215009152889252 (0.20577149120492672) | > loss_disc_real_3: 0.22049131989479065 (0.22779345389353026) | > loss_disc_real_4: 0.21615760028362274 (0.23277521570888135) | > loss_disc_real_5: 0.178519144654274 (0.22434748777555763) | > loss_0: 2.2175402641296387 (2.3412360423201815) | > grad_norm_0: tensor(9.5453, device='cuda:0') (tensor(8.8203, device='cuda:0')) | > loss_gen: 2.6346254348754883 (2.4772197828380347) | > loss_kl: 2.0471091270446777 (1.97398976776578) | > loss_feat: 7.195995330810547 (6.947650139484931) | > loss_mel: 17.072982788085938 (17.276329819215547) | > loss_duration: 1.938033103942871 (1.9879556019371807) | > loss_1: 30.888748168945312 (30.663145012811782) | > grad_norm_1: tensor(144.2576, device='cuda:0') (tensor(94.5778, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.3724 (0.3700795742349887) | > loader_time: 0.0043 (0.003846435371888887)  --> TIME: 2024-06-12 03:14:00 -- STEP: 134/330 -- GLOBAL_STEP: 356425 | > loss_disc: 2.306203842163086 (2.351985283751986) | > loss_disc_real_0: 0.09478716552257538 (0.11087597144851044) | > loss_disc_real_1: 0.1620887964963913 (0.19429880569675076) | > loss_disc_real_2: 0.21187371015548706 (0.20706768511836207) | > loss_disc_real_3: 0.21231788396835327 (0.22922171685677856) | > loss_disc_real_4: 0.2256108671426773 (0.23262621473465392) | > loss_disc_real_5: 0.20755232870578766 (0.22449047785641543) | > loss_0: 2.306203842163086 (2.351985283751986) | > grad_norm_0: tensor(6.9600, device='cuda:0') (tensor(9.2485, device='cuda:0')) | > loss_gen: 2.6721351146698 (2.477362518879905) | > loss_kl: 2.065563201904297 (1.9808045732441233) | > loss_feat: 7.74403190612793 (6.965234631922708) | > loss_mel: 17.63111114501953 (17.306596620758967) | > loss_duration: 1.998067855834961 (1.991954351539043) | > loss_1: 32.11090850830078 (30.721952680331558) | > grad_norm_1: tensor(150.4072, device='cuda:0') (tensor(98.9987, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.3694 (0.37155789047924437) | > loader_time: 0.0044 (0.0039210764329824874)  --> TIME: 2024-06-12 03:14:10 -- STEP: 159/330 -- GLOBAL_STEP: 356450 | > loss_disc: 2.5166032314300537 (2.3595064526084086) | > loss_disc_real_0: 0.14903266727924347 (0.11357649678141817) | > loss_disc_real_1: 0.20320507884025574 (0.19526001689194133) | > loss_disc_real_2: 0.22907830774784088 (0.2080456558263526) | > loss_disc_real_3: 0.2203887552022934 (0.22884937989636786) | > loss_disc_real_4: 0.24423015117645264 (0.2333816631972415) | > loss_disc_real_5: 0.20135287940502167 (0.22405654698047997) | > loss_0: 2.5166032314300537 (2.3595064526084086) | > grad_norm_0: tensor(13.9564, device='cuda:0') (tensor(10.4879, device='cuda:0')) | > loss_gen: 2.4246840476989746 (2.475167988231348) | > loss_kl: 2.1417410373687744 (1.9889891942342122) | > loss_feat: 6.9402008056640625 (6.933685443686239) | > loss_mel: 17.45195198059082 (17.283690212657618) | > loss_duration: 2.0096700191497803 (1.9958214602380433) | > loss_1: 30.96824836730957 (30.677354248814613) | > grad_norm_1: tensor(182.3062, device='cuda:0') (tensor(121.2850, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.379 (0.3739192920660822) | > loader_time: 0.0048 (0.003982083602521404)  --> TIME: 2024-06-12 03:14:20 -- STEP: 184/330 -- GLOBAL_STEP: 356475 | > loss_disc: 2.483264923095703 (2.3676985346752666) | > loss_disc_real_0: 0.10809405148029327 (0.11497514966227439) | > loss_disc_real_1: 0.21027398109436035 (0.19637168061150156) | > loss_disc_real_2: 0.24159690737724304 (0.20940671367165828) | > loss_disc_real_3: 0.23154029250144958 (0.22970172779067702) | > loss_disc_real_4: 0.27305537462234497 (0.23399928309347318) | > loss_disc_real_5: 0.22130028903484344 (0.22437045868972075) | > loss_0: 2.483264923095703 (2.3676985346752666) | > grad_norm_0: tensor(12.7827, device='cuda:0') (tensor(10.7379, device='cuda:0')) | > loss_gen: 2.322970151901245 (2.4672624650208848) | > loss_kl: 2.0805673599243164 (1.9912351499433103) | > loss_feat: 5.87369441986084 (6.8986467848653374) | > loss_mel: 16.321887969970703 (17.247902699138805) | > loss_duration: 2.043936252593994 (2.0027731203514607) | > loss_1: 28.643054962158203 (30.607820179151453) | > grad_norm_1: tensor(160.8484, device='cuda:0') (tensor(124.2297, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.3976 (0.3763672800167747) | > loader_time: 0.0041 (0.0040492570918539295)  --> TIME: 2024-06-12 03:14:30 -- STEP: 209/330 -- GLOBAL_STEP: 356500 | > loss_disc: 2.3693811893463135 (2.370280417529018) | > loss_disc_real_0: 0.1282355785369873 (0.11626616045476147) | > loss_disc_real_1: 0.18322724103927612 (0.19598728675020938) | > loss_disc_real_2: 0.21469023823738098 (0.21028533763292298) | > loss_disc_real_3: 0.23207800090312958 (0.2295984595871428) | > loss_disc_real_4: 0.231388658285141 (0.23431822978423544) | > loss_disc_real_5: 0.2025793194770813 (0.22442584474120983) | > loss_0: 2.3693811893463135 (2.370280417529018) | > grad_norm_0: tensor(18.0723, device='cuda:0') (tensor(11.6301, device='cuda:0')) | > loss_gen: 2.4148430824279785 (2.464229937375448) | > loss_kl: 1.935869812965393 (1.9994916682038013) | > loss_feat: 7.102721214294434 (6.894925877238005) | > loss_mel: 17.045385360717773 (17.219536909076027) | > loss_duration: 2.0930984020233154 (2.0107115644016904) | > loss_1: 30.591917037963867 (30.588895907242332) | > grad_norm_1: tensor(97.2320, device='cuda:0') (tensor(135.7352, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.416 (0.3793003456444261) | > loader_time: 0.0044 (0.004139942415593342) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_356500.pth  --> TIME: 2024-06-12 03:14:45 -- STEP: 234/330 -- GLOBAL_STEP: 356525 | > loss_disc: 2.3797812461853027 (2.3700797109522354) | > loss_disc_real_0: 0.08828867971897125 (0.11706114324749026) | > loss_disc_real_1: 0.23393723368644714 (0.19630451010078445) | > loss_disc_real_2: 0.24354512989521027 (0.21020279754685534) | > loss_disc_real_3: 0.22242863476276398 (0.22951864845987058) | > loss_disc_real_4: 0.22568614780902863 (0.23405861427896044) | > loss_disc_real_5: 0.20606864988803864 (0.22377226431655067) | > loss_0: 2.3797812461853027 (2.3700797109522354) | > grad_norm_0: tensor(31.1333, device='cuda:0') (tensor(13.8309, device='cuda:0')) | > loss_gen: 2.7018821239471436 (2.4657091258937482) | > loss_kl: 2.0386602878570557 (2.008405435289074) | > loss_feat: 6.603649139404297 (6.885836929337591) | > loss_mel: 16.41178321838379 (17.16578338085078) | > loss_duration: 2.079913854598999 (2.0196502611168428) | > loss_1: 29.835887908935547 (30.545385067279522) | > grad_norm_1: tensor(388.9528, device='cuda:0') (tensor(161.4774, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.4209 (0.3827824888066349) | > loader_time: 0.0052 (0.004254847510248165)  --> TIME: 2024-06-12 03:14:56 -- STEP: 259/330 -- GLOBAL_STEP: 356550 | > loss_disc: 2.2475812435150146 (2.3699009427692883) | > loss_disc_real_0: 0.09755188226699829 (0.11726922311723002) | > loss_disc_real_1: 0.14954422414302826 (0.19640307162949477) | > loss_disc_real_2: 0.2068566083908081 (0.21059725931252285) | > loss_disc_real_3: 0.24142935872077942 (0.2302166613027396) | > loss_disc_real_4: 0.24391822516918182 (0.234132424342126) | > loss_disc_real_5: 0.23285402357578278 (0.22331335922005555) | > loss_0: 2.2475812435150146 (2.3699009427692883) | > grad_norm_0: tensor(42.1305, device='cuda:0') (tensor(15.7397, device='cuda:0')) | > loss_gen: 2.613403558731079 (2.475946751340476) | > loss_kl: 2.1010851860046387 (2.0151964200509576) | > loss_feat: 8.16448974609375 (6.916621436483611) | > loss_mel: 17.60494613647461 (17.14176598478929) | > loss_duration: 2.146164894104004 (2.0278815159926538) | > loss_1: 32.630088806152344 (30.577412049282472) | > grad_norm_1: tensor(439.4848, device='cuda:0') (tensor(189.0938, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.4309 (0.3867529423540623) | > loader_time: 0.0057 (0.0043869874652288105)  --> TIME: 2024-06-12 03:15:08 -- STEP: 284/330 -- GLOBAL_STEP: 356575 | > loss_disc: 2.3475420475006104 (2.371697168115157) | > loss_disc_real_0: 0.1511969417333603 (0.11861293167400529) | > loss_disc_real_1: 0.24289217591285706 (0.19662334423669628) | > loss_disc_real_2: 0.2360008955001831 (0.2106189299112474) | > loss_disc_real_3: 0.22235974669456482 (0.23046545054711087) | > loss_disc_real_4: 0.2263503521680832 (0.23368381619663306) | > loss_disc_real_5: 0.21704904735088348 (0.22274148390746454) | > loss_0: 2.3475420475006104 (2.371697168115157) | > grad_norm_0: tensor(46.2488, device='cuda:0') (tensor(17.7826, device='cuda:0')) | > loss_gen: 2.6878647804260254 (2.4789086790152) | > loss_kl: 2.18367338180542 (2.023204455073452) | > loss_feat: 6.460097312927246 (6.931708293901363) | > loss_mel: 15.935371398925781 (17.085678214758225) | > loss_duration: 2.1561341285705566 (2.037662877583168) | > loss_1: 29.423139572143555 (30.557162432603434) | > grad_norm_1: tensor(528.2288, device='cuda:0') (tensor(213.8261, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.445 (0.3924074156183592) | > loader_time: 0.006 (0.004525354210759548)  --> TIME: 2024-06-12 03:15:20 -- STEP: 309/330 -- GLOBAL_STEP: 356600 | > loss_disc: 2.5804245471954346 (2.3755233897360366) | > loss_disc_real_0: 0.2056848108768463 (0.12027672111602276) | > loss_disc_real_1: 0.18504750728607178 (0.19781879743133163) | > loss_disc_real_2: 0.2247922569513321 (0.21090319554975503) | > loss_disc_real_3: 0.27182629704475403 (0.2305069503082041) | > loss_disc_real_4: 0.25726133584976196 (0.23322489857673645) | > loss_disc_real_5: 0.22798624634742737 (0.22234724799599076) | > loss_0: 2.5804245471954346 (2.3755233897360366) | > grad_norm_0: tensor(63.4870, device='cuda:0') (tensor(19.1664, device='cuda:0')) | > loss_gen: 2.324592113494873 (2.4764037170842244) | > loss_kl: 2.1836249828338623 (2.029804027967857) | > loss_feat: 6.12896728515625 (6.938368206271076) | > loss_mel: 16.30359649658203 (17.046600974493433) | > loss_duration: 2.2440571784973145 (2.0497868257818865) | > loss_1: 29.184837341308594 (30.54096365129292) | > grad_norm_1: tensor(322.1434, device='cuda:0') (tensor(230.6903, device='cuda:0')) | > current_lr_0: 0.00018067250259860956 | > current_lr_1: 0.00018067250259860956 | > step_time: 0.5186 (0.39971458333209886) | > loader_time: 0.0077 (0.004706256983735411)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5260932445526123 (2.5260932445526123) | > loss_disc_real_0: 0.34469249844551086 (0.34469249844551086) | > loss_disc_real_1: 0.269048810005188 (0.269048810005188) | > loss_disc_real_2: 0.18003517389297485 (0.18003517389297485) | > loss_disc_real_3: 0.23709340393543243 (0.23709340393543243) | > loss_disc_real_4: 0.24419914186000824 (0.24419914186000824) | > loss_disc_real_5: 0.2242283970117569 (0.2242283970117569) | > loss_0: 2.5260932445526123 (2.5260932445526123) | > loss_gen: 2.61391282081604 (2.61391282081604) | > loss_kl: 2.6521427631378174 (2.6521427631378174) | > loss_feat: 8.25858211517334 (8.25858211517334) | > loss_mel: 18.045719146728516 (18.045719146728516) | > loss_duration: 2.9957809448242188 (2.9957809448242188) | > loss_1: 34.566139221191406 (34.566139221191406)  --> STEP: 1 | > loss_disc: 2.386180877685547 (2.386180877685547) | > loss_disc_real_0: 0.13715246319770813 (0.13715246319770813) | > loss_disc_real_1: 0.15872913599014282 (0.15872913599014282) | > loss_disc_real_2: 0.12427110970020294 (0.12427110970020294) | > loss_disc_real_3: 0.2411147952079773 (0.2411147952079773) | > loss_disc_real_4: 0.2217695415019989 (0.2217695415019989) | > loss_disc_real_5: 0.2103898823261261 (0.2103898823261261) | > loss_0: 2.386180877685547 (2.386180877685547) | > loss_gen: 2.2495217323303223 (2.2495217323303223) | > loss_kl: 2.9621827602386475 (2.9621827602386475) | > loss_feat: 6.323896408081055 (6.323896408081055) | > loss_mel: 15.482661247253418 (15.482661247253418) | > loss_duration: 2.4126181602478027 (2.4126181602478027) | > loss_1: 29.43088150024414 (29.43088150024414)  --> STEP: 2 | > loss_disc: 2.3064420223236084 (2.3463114500045776) | > loss_disc_real_0: 0.08397011458873749 (0.11056128889322281) | > loss_disc_real_1: 0.2794487774372101 (0.21908895671367645) | > loss_disc_real_2: 0.17639842629432678 (0.15033476799726486) | > loss_disc_real_3: 0.27283257246017456 (0.2569736838340759) | > loss_disc_real_4: 0.32760801911354065 (0.2746887803077698) | > loss_disc_real_5: 0.283735990524292 (0.24706293642520905) | > loss_0: 2.3064420223236084 (2.3463114500045776) | > loss_gen: 2.8147425651550293 (2.532132148742676) | > loss_kl: 2.639145612716675 (2.800664186477661) | > loss_feat: 5.947134494781494 (6.135515451431274) | > loss_mel: 19.29509162902832 (17.38887643814087) | > loss_duration: 2.451399564743042 (2.4320088624954224) | > loss_1: 33.14751434326172 (31.28919792175293)  --> STEP: 3 | > loss_disc: 2.370818614959717 (2.354480504989624) | > loss_disc_real_0: 0.13979879021644592 (0.12030712266763051) | > loss_disc_real_1: 0.13416191935539246 (0.19077994426091513) | > loss_disc_real_2: 0.19312462210655212 (0.16459805270036063) | > loss_disc_real_3: 0.21880210936069489 (0.24424982567628226) | > loss_disc_real_4: 0.22622933983802795 (0.2585356334845225) | > loss_disc_real_5: 0.17943406105041504 (0.22451997796694437) | > loss_0: 2.370818614959717 (2.354480504989624) | > loss_gen: 2.248626708984375 (2.4376303354899087) | > loss_kl: 3.1838865280151367 (2.928404966990153) | > loss_feat: 6.680275917053223 (6.317102273305257) | > loss_mel: 16.568016052246094 (17.115256309509277) | > loss_duration: 2.3246703147888184 (2.396229346593221) | > loss_1: 31.005475997924805 (31.194623947143555)  --> STEP: 4 | > loss_disc: 2.4671554565429688 (2.38264924287796) | > loss_disc_real_0: 0.19148913025856018 (0.13810262456536293) | > loss_disc_real_1: 0.22406907379627228 (0.1991022266447544) | > loss_disc_real_2: 0.17801952362060547 (0.16795342043042183) | > loss_disc_real_3: 0.26891055703163147 (0.25041500851511955) | > loss_disc_real_4: 0.2520730197429657 (0.2569199800491333) | > loss_disc_real_5: 0.17143239080905914 (0.21124808117747307) | > loss_0: 2.4671554565429688 (2.38264924287796) | > loss_gen: 2.469102621078491 (2.4454984068870544) | > loss_kl: 3.5824952125549316 (3.0919275283813477) | > loss_feat: 6.058805465698242 (6.252528071403503) | > loss_mel: 18.46530532836914 (17.452768564224243) | > loss_duration: 2.3161535263061523 (2.376210391521454) | > loss_1: 32.89186096191406 (31.61893320083618)  --> STEP: 5 | > loss_disc: 2.1791491508483887 (2.341949224472046) | > loss_disc_real_0: 0.22311735153198242 (0.15510556995868682) | > loss_disc_real_1: 0.22311550378799438 (0.2039048820734024) | > loss_disc_real_2: 0.21803909540176392 (0.17797055542469026) | > loss_disc_real_3: 0.18979127705097198 (0.23829026222229005) | > loss_disc_real_4: 0.2345031499862671 (0.25243661403656004) | > loss_disc_real_5: 0.14547184109687805 (0.19809283316135406) | > loss_0: 2.1791491508483887 (2.341949224472046) | > loss_gen: 2.706063985824585 (2.4976115226745605) | > loss_kl: 2.7457993030548096 (3.02270188331604) | > loss_feat: 6.534969329833984 (6.309016323089599) | > loss_mel: 19.652650833129883 (17.89274501800537) | > loss_duration: 2.340421438217163 (2.369052600860596) | > loss_1: 33.97990417480469 (32.09112739562988)  --> STEP: 6 | > loss_disc: 2.4055042266845703 (2.3525417248408) | > loss_disc_real_0: 0.1599532961845398 (0.15591352432966232) | > loss_disc_real_1: 0.3135039210319519 (0.222171388566494) | > loss_disc_real_2: 0.17111298441886902 (0.17682762692372003) | > loss_disc_real_3: 0.22535701096057892 (0.2361347203453382) | > loss_disc_real_4: 0.21863578259944916 (0.2468031421303749) | > loss_disc_real_5: 0.17773383855819702 (0.19469966739416122) | > loss_0: 2.4055042266845703 (2.3525417248408) | > loss_gen: 2.573772668838501 (2.5103050470352173) | > loss_kl: 2.9196386337280273 (3.005524675051371) | > loss_feat: 6.215722560882568 (6.293467362721761) | > loss_mel: 17.374509811401367 (17.80637248357137) | > loss_duration: 2.185556411743164 (2.338469902674357) | > loss_1: 31.26919937133789 (31.95413939158122)  --> STEP: 7 | > loss_disc: 2.21219539642334 (2.3324922493525913) | > loss_disc_real_0: 0.09264327585697174 (0.14687491740499223) | > loss_disc_real_1: 0.2027299851179123 (0.21939404521669661) | > loss_disc_real_2: 0.18630464375019073 (0.17818148647035872) | > loss_disc_real_3: 0.194944828748703 (0.23025045011724746) | > loss_disc_real_4: 0.26563161611557007 (0.24949292412825994) | > loss_disc_real_5: 0.2230784296989441 (0.1987537762948445) | > loss_0: 2.21219539642334 (2.3324922493525913) | > loss_gen: 2.7740213871002197 (2.5479788099016463) | > loss_kl: 4.1116533279418945 (3.1635430540357317) | > loss_feat: 7.2790045738220215 (6.434258392878941) | > loss_mel: 18.941387176513672 (17.968517439705984) | > loss_duration: 2.5772509574890137 (2.3725814819335938) | > loss_1: 35.683319091796875 (32.48687934875488)  --> STEP: 8 | > loss_disc: 2.3612189292907715 (2.336083084344864) | > loss_disc_real_0: 0.12651151418685913 (0.1443294920027256) | > loss_disc_real_1: 0.19169792532920837 (0.21593203023076057) | > loss_disc_real_2: 0.19710975885391235 (0.18054752051830292) | > loss_disc_real_3: 0.2326725572347641 (0.23055321350693703) | > loss_disc_real_4: 0.20694130659103394 (0.24417397193610668) | > loss_disc_real_5: 0.27989691495895386 (0.20889666862785816) | > loss_0: 2.3612189292907715 (2.336083084344864) | > loss_gen: 2.5162346363067627 (2.5440107882022858) | > loss_kl: 2.872159481048584 (3.1271201074123383) | > loss_feat: 11.145973205566406 (7.023222744464874) | > loss_mel: 20.10732650756836 (18.23586857318878) | > loss_duration: 2.30808424949646 (2.364519327878952) | > loss_1: 38.94977569580078 (33.29474139213562)  --> STEP: 9 | > loss_disc: 2.3710920810699463 (2.339972972869873) | > loss_disc_real_0: 0.14779159426689148 (0.14471417003207737) | > loss_disc_real_1: 0.12499089539051056 (0.20582745969295502) | > loss_disc_real_2: 0.20282506942749023 (0.18302280373043484) | > loss_disc_real_3: 0.20590785145759583 (0.22781483994589913) | > loss_disc_real_4: 0.29923203587532043 (0.2502915345960193) | > loss_disc_real_5: 0.30194881558418274 (0.21923579606744978) | > loss_0: 2.3710920810699463 (2.339972972869873) | > loss_gen: 2.6216535568237305 (2.5526377624935574) | > loss_kl: 2.5964877605438232 (3.068160957760281) | > loss_feat: 12.904098510742188 (7.6766533851623535) | > loss_mel: 19.43468475341797 (18.369070370992024) | > loss_duration: 2.155226230621338 (2.3412645392947726) | > loss_1: 39.712154388427734 (34.00778728061252)  --> STEP: 10 | > loss_disc: 2.574636459350586 (2.3634393215179443) | > loss_disc_real_0: 0.12896211445331573 (0.1431389644742012) | > loss_disc_real_1: 0.26171648502349854 (0.21141636222600937) | > loss_disc_real_2: 0.21866296231746674 (0.18658681958913803) | > loss_disc_real_3: 0.29865726828575134 (0.23489908277988433) | > loss_disc_real_4: 0.26998379826545715 (0.2522607609629631) | > loss_disc_real_5: 0.2565620541572571 (0.2229684218764305) | > loss_0: 2.574636459350586 (2.3634393215179443) | > loss_gen: 2.4949631690979004 (2.546870303153992) | > loss_kl: 2.890878438949585 (3.0504327058792113) | > loss_feat: 4.652209758758545 (7.374209022521972) | > loss_mel: 13.968304634094238 (17.928993797302248) | > loss_duration: 2.3701436519622803 (2.3441524505615234) | > loss_1: 26.37649917602539 (33.24465847015381)  --> STEP: 11 | > loss_disc: 2.244450092315674 (2.3526221188631924) | > loss_disc_real_0: 0.13850373029708862 (0.14271757954900915) | > loss_disc_real_1: 0.21840013563632965 (0.21205125071785666) | > loss_disc_real_2: 0.14058420062065125 (0.1824047633192756) | > loss_disc_real_3: 0.20850050449371338 (0.23249921202659607) | > loss_disc_real_4: 0.2109639197587967 (0.24850650267167526) | > loss_disc_real_5: 0.1794174462556839 (0.21900924227454446) | > loss_0: 2.244450092315674 (2.3526221188631924) | > loss_gen: 2.494246244430542 (2.542086297815496) | > loss_kl: 3.527184247970581 (3.093773755160245) | > loss_feat: 6.462869644165039 (7.291359988125888) | > loss_mel: 16.970640182495117 (17.841870741410688) | > loss_duration: 2.4672937393188477 (2.3553471131758257) | > loss_1: 31.92223358154297 (33.12443802573464)  --> STEP: 12 | > loss_disc: 2.2860865592956543 (2.347077488899231) | > loss_disc_real_0: 0.1598774790763855 (0.1441475711762905) | > loss_disc_real_1: 0.18121527135372162 (0.2094815857708454) | > loss_disc_real_2: 0.18337135016918182 (0.18248531222343445) | > loss_disc_real_3: 0.2081611305475235 (0.2304710385700067) | > loss_disc_real_4: 0.22440387308597565 (0.24649795020620027) | > loss_disc_real_5: 0.1921258419752121 (0.21676895891626677) | > loss_0: 2.2860865592956543 (2.347077488899231) | > loss_gen: 2.377657175064087 (2.5283838709195456) | > loss_kl: 2.708754062652588 (3.061688780784607) | > loss_feat: 6.492950439453125 (7.224825859069824) | > loss_mel: 17.91691780090332 (17.848124663035076) | > loss_duration: 2.3381381034851074 (2.3539130290349326) | > loss_1: 31.83441734313965 (33.01693630218506)  --> STEP: 13 | > loss_disc: 2.4657881259918213 (2.356209076367892) | > loss_disc_real_0: 0.19356614351272583 (0.14794899981755477) | > loss_disc_real_1: 0.21540747582912445 (0.2099374234676361) | > loss_disc_real_2: 0.21804048120975494 (0.1852203252223822) | > loss_disc_real_3: 0.28928324580192566 (0.23499505451092353) | > loss_disc_real_4: 0.2669941484928131 (0.24807458084363204) | > loss_disc_real_5: 0.2524561285972595 (0.21951412581480467) | > loss_0: 2.4657881259918213 (2.356209076367892) | > loss_gen: 2.7492828369140625 (2.54537609907297) | > loss_kl: 3.718104124069214 (3.1121822687295766) | > loss_feat: 7.305257320404053 (7.231012894557073) | > loss_mel: 18.112796783447266 (17.868484056912937) | > loss_duration: 2.25740909576416 (2.3464896495525656) | > loss_1: 34.14284896850586 (33.10354496882512)  --> STEP: 14 | > loss_disc: 2.397439479827881 (2.3591541051864624) | > loss_disc_real_0: 0.23291654884815216 (0.15401811046259745) | > loss_disc_real_1: 0.15161727368831635 (0.205771698483399) | > loss_disc_real_2: 0.2114880234003067 (0.1870965893779482) | > loss_disc_real_3: 0.2202104926109314 (0.2339390143752098) | > loss_disc_real_4: 0.23185893893241882 (0.2469163207071168) | > loss_disc_real_5: 0.21701183915138245 (0.21933539105313166) | > loss_0: 2.397439479827881 (2.3591541051864624) | > loss_gen: 2.552780866622925 (2.5459050110408237) | > loss_kl: 3.275425672531128 (3.123842511858259) | > loss_feat: 7.366616725921631 (7.240698882511684) | > loss_mel: 18.732614517211914 (17.930207661220006) | > loss_duration: 2.4153079986572266 (2.351405245917184) | > loss_1: 34.342742919921875 (33.19205910818918)  --> STEP: 15 | > loss_disc: 2.4691319465637207 (2.3664859612782796) | > loss_disc_real_0: 0.22790177166461945 (0.15894368787606558) | > loss_disc_real_1: 0.2409859299659729 (0.20811931391557056) | > loss_disc_real_2: 0.18758206069469452 (0.18712895413239797) | > loss_disc_real_3: 0.26192450523376465 (0.23580471376578013) | > loss_disc_real_4: 0.22268861532211304 (0.24530114034811656) | > loss_disc_real_5: 0.21125756204128265 (0.2187968691190084) | > loss_0: 2.4691319465637207 (2.3664859612782796) | > loss_gen: 2.3845598697662354 (2.5351486682891844) | > loss_kl: 3.365727663040161 (3.139968188603719) | > loss_feat: 5.747096061706543 (7.141125361124675) | > loss_mel: 17.237194061279297 (17.88400675455729) | > loss_duration: 2.3778748512268066 (2.353169886271159) | > loss_1: 31.112451553344727 (33.05341860453288)  --> STEP: 16 | > loss_disc: 2.620742082595825 (2.382376968860626) | > loss_disc_real_0: 0.2736548185348511 (0.16611313354223967) | > loss_disc_real_1: 0.21883156895637512 (0.20878882985562086) | > loss_disc_real_2: 0.2687090039253235 (0.19222770724445581) | > loss_disc_real_3: 0.2635849416255951 (0.23754097800701857) | > loss_disc_real_4: 0.18730266392230988 (0.24167623557150364) | > loss_disc_real_5: 0.19723080098628998 (0.21744898986071348) | > loss_0: 2.620742082595825 (2.382376968860626) | > loss_gen: 2.438398838043213 (2.5291018038988113) | > loss_kl: 3.205050468444824 (3.144035831093788) | > loss_feat: 5.511072158813477 (7.039247035980225) | > loss_mel: 16.169546127319336 (17.77685296535492) | > loss_duration: 2.404707193374634 (2.356390967965126) | > loss_1: 29.728775024414062 (32.84562838077545)  --> STEP: 17 | > loss_disc: 2.6989657878875732 (2.400999840568094) | > loss_disc_real_0: 0.23774351179599762 (0.17032668520422542) | > loss_disc_real_1: 0.2529480457305908 (0.21138643078944264) | > loss_disc_real_2: 0.26332327723503113 (0.1964097995968426) | > loss_disc_real_3: 0.2216741442680359 (0.23660763484590194) | > loss_disc_real_4: 0.2880117893218994 (0.24440185638035045) | > loss_disc_real_5: 0.33498841524124146 (0.2243630737066269) | > loss_0: 2.6989657878875732 (2.400999840568094) | > loss_gen: 2.473802089691162 (2.5258488795336556) | > loss_kl: 2.409796953201294 (3.100845308864818) | > loss_feat: 6.023260593414307 (6.979483127593994) | > loss_mel: 16.47709846496582 (17.70039681827321) | > loss_duration: 2.382732391357422 (2.3579404634587906) | > loss_1: 29.766691207885742 (32.664514429429)  --> STEP: 18 | > loss_disc: 2.2543959617614746 (2.3928551806343927) | > loss_disc_real_0: 0.10385899990797043 (0.16663403602110016) | > loss_disc_real_1: 0.17719268798828125 (0.20948677841160032) | > loss_disc_real_2: 0.15714167058467865 (0.1942282368739446) | > loss_disc_real_3: 0.17595931887626648 (0.23323828395869997) | > loss_disc_real_4: 0.23682110011577606 (0.24398070325454077) | > loss_disc_real_5: 0.22555874288082123 (0.2244294997718599) | > loss_0: 2.2543959617614746 (2.3928551806343927) | > loss_gen: 2.3511300086975098 (2.5161422755983143) | > loss_kl: 3.5477731227874756 (3.1256746318605213) | > loss_feat: 7.8180365562438965 (7.026069429185656) | > loss_mel: 18.33500099182129 (17.735652605692547) | > loss_duration: 2.260483741760254 (2.3525262011422052) | > loss_1: 34.31242370605469 (32.75606494479709)  --> STEP: 19 | > loss_disc: 2.4786157608032227 (2.3973688953801204) | > loss_disc_real_0: 0.2384892702102661 (0.1704158904521089) | > loss_disc_real_1: 0.18265503644943237 (0.20807458146622307) | > loss_disc_real_2: 0.15113592147827148 (0.19196022027417234) | > loss_disc_real_3: 0.2519547939300537 (0.2342233634308765) | > loss_disc_real_4: 0.2416076362133026 (0.24385580498921244) | > loss_disc_real_5: 0.17596933245658875 (0.22187896465000354) | > loss_0: 2.4786157608032227 (2.3973688953801204) | > loss_gen: 2.089168071746826 (2.493669949079815) | > loss_kl: 2.4915499687194824 (3.09229964958994) | > loss_feat: 5.648309230804443 (6.953555734534013) | > loss_mel: 15.286405563354492 (17.606744866622122) | > loss_duration: 2.386120080947876 (2.3542943000793457) | > loss_1: 27.901554107666016 (32.50056437442177)  --> STEP: 20 | > loss_disc: 2.4539897441864014 (2.4001999378204344) | > loss_disc_real_0: 0.22908785939216614 (0.17334948889911175) | > loss_disc_real_1: 0.1875855028629303 (0.20705012753605842) | > loss_disc_real_2: 0.13835877180099487 (0.18928014785051345) | > loss_disc_real_3: 0.22403082251548767 (0.23371373638510703) | > loss_disc_real_4: 0.24250653386116028 (0.24378834143280984) | > loss_disc_real_5: 0.14901871979236603 (0.21823595240712165) | > loss_0: 2.4539897441864014 (2.4001999378204344) | > loss_gen: 2.218726873397827 (2.4799227952957152) | > loss_kl: 1.9783923625946045 (3.0366042852401733) | > loss_feat: 6.046967506408691 (6.908226323127747) | > loss_mel: 16.783010482788086 (17.56555814743042) | > loss_duration: 2.2696080207824707 (2.350059986114502) | > loss_1: 29.29670524597168 (32.340371417999265)  --> STEP: 21 | > loss_disc: 2.486097574234009 (2.4042903014591763) | > loss_disc_real_0: 0.19147709012031555 (0.17421270800488337) | > loss_disc_real_1: 0.22985586524009705 (0.20813611504577456) | > loss_disc_real_2: 0.2238844335079193 (0.1909279709770566) | > loss_disc_real_3: 0.16873587667942047 (0.23061955258959815) | > loss_disc_real_4: 0.15576815605163574 (0.23959690403370631) | > loss_disc_real_5: 0.14696206152439117 (0.21484195760318212) | > loss_0: 2.486097574234009 (2.4042903014591763) | > loss_gen: 2.3080458641052246 (2.4717381795247397) | > loss_kl: 3.36439847946167 (3.0522135325840543) | > loss_feat: 6.159367084503174 (6.872566359383719) | > loss_mel: 15.376108169555664 (17.46129862467448) | > loss_duration: 2.1699085235595703 (2.3414813450404575) | > loss_1: 29.37782859802246 (32.19929795038132)  --> STEP: 22 | > loss_disc: 2.3717904090881348 (2.402813033624129) | > loss_disc_real_0: 0.12437702715396881 (0.17194744978438725) | > loss_disc_real_1: 0.24004589021205902 (0.20958655937151474) | > loss_disc_real_2: 0.19819244742393494 (0.1912581744519147) | > loss_disc_real_3: 0.19048364460468292 (0.22879519313573837) | > loss_disc_real_4: 0.23269841074943542 (0.23928333615714853) | > loss_disc_real_5: 0.24127967655658722 (0.21604367210106415) | > loss_0: 2.3717904090881348 (2.402813033624129) | > loss_gen: 2.4590396881103516 (2.47116097536954) | > loss_kl: 2.664348602294922 (3.0345833084800025) | > loss_feat: 8.28889274597168 (6.9369448315013535) | > loss_mel: 18.79555892944336 (17.521946820345793) | > loss_duration: 2.206594705581665 (2.335350134155967) | > loss_1: 34.41443634033203 (32.299986059015446)  --> STEP: 23 | > loss_disc: 2.694852828979492 (2.415510416030884) | > loss_disc_real_0: 0.2941460609436035 (0.1772604328782662) | > loss_disc_real_1: 0.256288081407547 (0.21161706032960312) | > loss_disc_real_2: 0.20798134803771973 (0.19198526895564536) | > loss_disc_real_3: 0.2510281205177307 (0.22976184215234674) | > loss_disc_real_4: 0.21614742279052734 (0.23827742688033893) | > loss_disc_real_5: 0.19959813356399536 (0.215328648686409) | > loss_0: 2.694852828979492 (2.415510416030884) | > loss_gen: 2.243015766143799 (2.4612416184466817) | > loss_kl: 3.102076768875122 (3.0375178067580513) | > loss_feat: 5.897035598754883 (6.891731386599333) | > loss_mel: 14.953509330749512 (17.410275625145953) | > loss_duration: 2.291889190673828 (2.333460527917613) | > loss_1: 28.487525939941406 (32.13422692340353)  --> STEP: 24 | > loss_disc: 2.239283323287964 (2.408167620499929) | > loss_disc_real_0: 0.17679160833358765 (0.17724089852223793) | > loss_disc_real_1: 0.23147109150886536 (0.21244431162873903) | > loss_disc_real_2: 0.2025691419839859 (0.19242626366515955) | > loss_disc_real_3: 0.2066889852285385 (0.22880047311385474) | > loss_disc_real_4: 0.1799318790435791 (0.2358463623871406) | > loss_disc_real_5: 0.13206283748149872 (0.2118592398862044) | > loss_0: 2.239283323287964 (2.408167620499929) | > loss_gen: 2.3921139240264893 (2.4583612978458405) | > loss_kl: 2.5580897331237793 (3.01754163702329) | > loss_feat: 6.400994300842285 (6.871284008026123) | > loss_mel: 17.603389739990234 (17.418322046597797) | > loss_duration: 2.411017656326294 (2.3366920749346414) | > loss_1: 31.3656063079834 (32.102201064427696)  --> STEP: 25 | > loss_disc: 2.119196653366089 (2.3966087818145754) | > loss_disc_real_0: 0.16951148211956024 (0.17693172186613082) | > loss_disc_real_1: 0.22355765104293823 (0.21288884520530701) | > loss_disc_real_2: 0.2873905301094055 (0.1962248343229294) | > loss_disc_real_3: 0.20556049048900604 (0.22787087380886079) | > loss_disc_real_4: 0.17308776080608368 (0.2333360183238983) | > loss_disc_real_5: 0.14009472727775574 (0.20898865938186645) | > loss_0: 2.119196653366089 (2.3966087818145754) | > loss_gen: 2.7337331771850586 (2.469376173019409) | > loss_kl: 3.435081958770752 (3.0342432498931884) | > loss_feat: 8.113709449768066 (6.9209810256958) | > loss_mel: 15.044479370117188 (17.323368339538575) | > loss_duration: 2.4438846111297607 (2.3409797763824463) | > loss_1: 31.77088737487793 (32.088948516845704)  --> STEP: 26 | > loss_disc: 2.972888946533203 (2.4187734035345225) | > loss_disc_real_0: 0.2799595296382904 (0.18089432985736772) | > loss_disc_real_1: 0.30601903796195984 (0.2164707756959475) | > loss_disc_real_2: 0.25043922662734985 (0.19831000325771478) | > loss_disc_real_3: 0.26569873094558716 (0.22932579139104256) | > loss_disc_real_4: 0.25018635392189026 (0.2339841081545903) | > loss_disc_real_5: 0.24343886971473694 (0.21031366747159225) | > loss_0: 2.972888946533203 (2.4187734035345225) | > loss_gen: 1.6400295495986938 (2.4374782259647665) | > loss_kl: 2.3945705890655518 (3.0096404552459717) | > loss_feat: 0.12131186574697495 (6.6594552887746925) | > loss_mel: 0.8279603719711304 (16.68892957155521) | > loss_duration: 2.3491735458374023 (2.341294921361483) | > loss_1: 7.333045959472656 (31.136798418485203) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024668620182917668 (+5.020545079157876e-05) | > avg_loss_disc: 2.4187734035345225 (-0.052149470035846246) | > avg_loss_disc_real_0: 0.18089432985736772 (+0.049951365647407625) | > avg_loss_disc_real_1: 0.2164707756959475 (-0.04027763352944294) | > avg_loss_disc_real_2: 0.19831000325771478 (-0.05504699968374702) | > avg_loss_disc_real_3: 0.22932579139104256 (-0.03680268216591617) | > avg_loss_disc_real_4: 0.2339841081545903 (-0.008951266797689261) | > avg_loss_disc_real_5: 0.21031366747159225 (-0.05082986675775969) | > avg_loss_0: 2.4187734035345225 (-0.052149470035846246) | > avg_loss_gen: 2.4374782259647665 (-0.06144327842272235) | > avg_loss_kl: 3.0096404552459717 (+0.0730709571104784) | > avg_loss_feat: 6.6594552887746925 (-0.03090010382808117) | > avg_loss_mel: 16.68892957155521 (-0.30522887981855007) | > avg_loss_duration: 2.341294921361483 (-0.014620038179251171) | > avg_loss_1: 31.136798418485203 (-0.3391210849468429)  > EPOCH: 814/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:15:51)   --> TIME: 2024-06-12 03:15:54 -- STEP: 4/330 -- GLOBAL_STEP: 356625 | > loss_disc: 2.3795995712280273 (2.3307756185531616) | > loss_disc_real_0: 0.10437852144241333 (0.09063839912414551) | > loss_disc_real_1: 0.17624618113040924 (0.1769443266093731) | > loss_disc_real_2: 0.2703600227832794 (0.23403295129537582) | > loss_disc_real_3: 0.21265728771686554 (0.23345262184739113) | > loss_disc_real_4: 0.22151920199394226 (0.23305309563875198) | > loss_disc_real_5: 0.26858147978782654 (0.2319457232952118) | > loss_0: 2.3795995712280273 (2.3307756185531616) | > grad_norm_0: tensor(6.2309, device='cuda:0') (tensor(8.3778, device='cuda:0')) | > loss_gen: 2.465285301208496 (2.480961561203003) | > loss_kl: 1.9637060165405273 (1.8927813470363617) | > loss_feat: 6.821096897125244 (6.7171396017074585) | > loss_mel: 17.430164337158203 (17.40070152282715) | > loss_duration: 2.1577141284942627 (2.1640273332595825) | > loss_1: 30.837966918945312 (30.655611515045166) | > grad_norm_1: tensor(102.5039, device='cuda:0') (tensor(111.5141, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3519 (0.37873393297195435) | > loader_time: 0.003 (0.003056645393371582)  --> TIME: 2024-06-12 03:16:03 -- STEP: 29/330 -- GLOBAL_STEP: 356650 | > loss_disc: 2.2807557582855225 (2.3275195894570184) | > loss_disc_real_0: 0.13098487257957458 (0.10051148179276236) | > loss_disc_real_1: 0.1939266473054886 (0.19360981265018726) | > loss_disc_real_2: 0.21005135774612427 (0.21087333765523186) | > loss_disc_real_3: 0.20692670345306396 (0.22475808653338203) | > loss_disc_real_4: 0.2100001871585846 (0.23270111505327554) | > loss_disc_real_5: 0.22392646968364716 (0.22888752252891145) | > loss_0: 2.2807557582855225 (2.3275195894570184) | > grad_norm_0: tensor(19.9117, device='cuda:0') (tensor(9.7527, device='cuda:0')) | > loss_gen: 2.4867217540740967 (2.5193888401163034) | > loss_kl: 1.8682245016098022 (1.9314747349969272) | > loss_feat: 7.036536693572998 (7.0470312217186235) | > loss_mel: 17.848705291748047 (17.405944955760035) | > loss_duration: 1.971864938735962 (2.014792454653773) | > loss_1: 31.212053298950195 (30.918632178471007) | > grad_norm_1: tensor(119.5716, device='cuda:0') (tensor(101.1710, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.357 (0.3547957601218388) | > loader_time: 0.003 (0.0031418307074185074)  --> TIME: 2024-06-12 03:16:12 -- STEP: 54/330 -- GLOBAL_STEP: 356675 | > loss_disc: 2.259643793106079 (2.337688640311912) | > loss_disc_real_0: 0.11545196175575256 (0.10382573389344746) | > loss_disc_real_1: 0.19662904739379883 (0.19381939150668956) | > loss_disc_real_2: 0.2143113762140274 (0.21064935045109856) | > loss_disc_real_3: 0.20550966262817383 (0.2277257478347531) | > loss_disc_real_4: 0.22641925513744354 (0.2300229933526781) | > loss_disc_real_5: 0.2183266133069992 (0.22668735489801126) | > loss_0: 2.259643793106079 (2.337688640311912) | > grad_norm_0: tensor(6.7755, device='cuda:0') (tensor(9.8181, device='cuda:0')) | > loss_gen: 2.4650979042053223 (2.50347282268383) | > loss_kl: 1.9240037202835083 (1.9551930869067158) | > loss_feat: 7.61581563949585 (7.044862879647149) | > loss_mel: 18.03026008605957 (17.333403587341312) | > loss_duration: 1.944276213645935 (1.9916085225564457) | > loss_1: 31.979454040527344 (30.82854073135941) | > grad_norm_1: tensor(140.7687, device='cuda:0') (tensor(107.9964, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3706 (0.35870576346362076) | > loader_time: 0.0032 (0.0032792003066451463)  --> TIME: 2024-06-12 03:16:22 -- STEP: 79/330 -- GLOBAL_STEP: 356700 | > loss_disc: 2.431328296661377 (2.3523406499548796) | > loss_disc_real_0: 0.08288253843784332 (0.10621544388653356) | > loss_disc_real_1: 0.1959788054227829 (0.19544831446454494) | > loss_disc_real_2: 0.2202550321817398 (0.2107001773164242) | > loss_disc_real_3: 0.23277908563613892 (0.22793919942047022) | > loss_disc_real_4: 0.2579391598701477 (0.23201794978938525) | > loss_disc_real_5: 0.24223119020462036 (0.2273015221462974) | > loss_0: 2.431328296661377 (2.3523406499548796) | > grad_norm_0: tensor(10.2771, device='cuda:0') (tensor(10.0664, device='cuda:0')) | > loss_gen: 2.4657843112945557 (2.4917365538923053) | > loss_kl: 2.051335334777832 (1.9818159568158886) | > loss_feat: 6.950893402099609 (7.0399286777158325) | > loss_mel: 17.207054138183594 (17.311305927324902) | > loss_duration: 1.9450435638427734 (1.9848020453996293) | > loss_1: 30.62010955810547 (30.80958892725691) | > grad_norm_1: tensor(50.0845, device='cuda:0') (tensor(114.6130, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3955 (0.3638529596449454) | > loader_time: 0.0037 (0.003463591201395928)  --> TIME: 2024-06-12 03:16:31 -- STEP: 104/330 -- GLOBAL_STEP: 356725 | > loss_disc: 2.392765522003174 (2.354959925779929) | > loss_disc_real_0: 0.1044960767030716 (0.10891050329575172) | > loss_disc_real_1: 0.18992957472801208 (0.19514569382254893) | > loss_disc_real_2: 0.19617803394794464 (0.2102965948959956) | > loss_disc_real_3: 0.22503066062927246 (0.22778256996892965) | > loss_disc_real_4: 0.22070220112800598 (0.23310566621904188) | > loss_disc_real_5: 0.25437507033348083 (0.2271809417467851) | > loss_0: 2.392765522003174 (2.354959925779929) | > grad_norm_0: tensor(6.0733, device='cuda:0') (tensor(9.6715, device='cuda:0')) | > loss_gen: 2.5204989910125732 (2.4900687818343843) | > loss_kl: 2.1620006561279297 (1.9893556913504233) | > loss_feat: 7.027201175689697 (7.015392954532917) | > loss_mel: 16.842941284179688 (17.270861937449528) | > loss_duration: 2.02987003326416 (1.9872469787414255) | > loss_1: 30.58251190185547 (30.75292620292077) | > grad_norm_1: tensor(38.3634, device='cuda:0') (tensor(109.2782, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3855 (0.36766356229782104) | > loader_time: 0.0041 (0.0036610181515033427)  --> TIME: 2024-06-12 03:16:41 -- STEP: 129/330 -- GLOBAL_STEP: 356750 | > loss_disc: 2.376068115234375 (2.357781635698422) | > loss_disc_real_0: 0.12117491662502289 (0.10971859490224557) | > loss_disc_real_1: 0.204355850815773 (0.19545737682848938) | > loss_disc_real_2: 0.22806361317634583 (0.21163382860579233) | > loss_disc_real_3: 0.2333565205335617 (0.2282475017068922) | > loss_disc_real_4: 0.24048778414726257 (0.2336150611093802) | > loss_disc_real_5: 0.21288840472698212 (0.226882468360339) | > loss_0: 2.376068115234375 (2.357781635698422) | > grad_norm_0: tensor(5.1348, device='cuda:0') (tensor(9.3040, device='cuda:0')) | > loss_gen: 2.354041576385498 (2.4855580865874787) | > loss_kl: 2.2091405391693115 (2.0013936471569447) | > loss_feat: 6.419865608215332 (7.031359968259353) | > loss_mel: 17.212085723876953 (17.27672349205313) | > loss_duration: 1.9844666719436646 (1.9904132619384647) | > loss_1: 30.17959976196289 (30.785448281339896) | > grad_norm_1: tensor(72.9976, device='cuda:0') (tensor(104.7101, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3705 (0.37038738967836365) | > loader_time: 0.0044 (0.0037861332412838012)  --> TIME: 2024-06-12 03:16:51 -- STEP: 154/330 -- GLOBAL_STEP: 356775 | > loss_disc: 2.3673312664031982 (2.3591453843302546) | > loss_disc_real_0: 0.13874921202659607 (0.11035831548370324) | > loss_disc_real_1: 0.21078744530677795 (0.19571194700993497) | > loss_disc_real_2: 0.19772697985172272 (0.21144565727029527) | > loss_disc_real_3: 0.22858595848083496 (0.2285410265450354) | > loss_disc_real_4: 0.2357335090637207 (0.2332146777348085) | > loss_disc_real_5: 0.21113453805446625 (0.22620748283414097) | > loss_0: 2.3673312664031982 (2.3591453843302546) | > grad_norm_0: tensor(10.5102, device='cuda:0') (tensor(9.0473, device='cuda:0')) | > loss_gen: 2.348830461502075 (2.480458926844908) | > loss_kl: 2.03733229637146 (2.015580808187461) | > loss_feat: 6.958158016204834 (7.02031151660077) | > loss_mel: 17.287071228027344 (17.273405942049898) | > loss_duration: 2.0032033920288086 (1.9947543330006785) | > loss_1: 30.634597778320312 (30.78451141753754) | > grad_norm_1: tensor(48.6163, device='cuda:0') (tensor(104.5626, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3853 (0.3713787747667982) | > loader_time: 0.0043 (0.0038842829790982332)  --> TIME: 2024-06-12 03:17:01 -- STEP: 179/330 -- GLOBAL_STEP: 356800 | > loss_disc: 2.2904884815216064 (2.3615567377825695) | > loss_disc_real_0: 0.09378345310688019 (0.1117524743995853) | > loss_disc_real_1: 0.15882939100265503 (0.1950986512712926) | > loss_disc_real_2: 0.1609664261341095 (0.2111494164893081) | > loss_disc_real_3: 0.23290471732616425 (0.22912353785011355) | > loss_disc_real_4: 0.23465527594089508 (0.23297676144365492) | > loss_disc_real_5: 0.23697613179683685 (0.22604317122331544) | > loss_0: 2.2904884815216064 (2.3615567377825695) | > grad_norm_0: tensor(17.2232, device='cuda:0') (tensor(9.6332, device='cuda:0')) | > loss_gen: 2.56738018989563 (2.477423373547349) | > loss_kl: 2.0948567390441895 (2.0230492872898798) | > loss_feat: 7.414273738861084 (7.018301060745836) | > loss_mel: 17.457138061523438 (17.248573665512335) | > loss_duration: 2.0763704776763916 (2.002315048398918) | > loss_1: 31.61001968383789 (30.76966236689903) | > grad_norm_1: tensor(357.5646, device='cuda:0') (tensor(117.9575, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.3914 (0.37433647576657086) | > loader_time: 0.0047 (0.003991754361371089)  --> TIME: 2024-06-12 03:17:11 -- STEP: 204/330 -- GLOBAL_STEP: 356825 | > loss_disc: 2.424999237060547 (2.364230674855851) | > loss_disc_real_0: 0.11763714998960495 (0.11227158102772984) | > loss_disc_real_1: 0.20609082281589508 (0.19633210508846768) | > loss_disc_real_2: 0.22863732278347015 (0.21199125073411884) | > loss_disc_real_3: 0.25033077597618103 (0.22896527221389845) | > loss_disc_real_4: 0.262324720621109 (0.2334152567474281) | > loss_disc_real_5: 0.23385941982269287 (0.22611401887500987) | > loss_0: 2.424999237060547 (2.364230674855851) | > grad_norm_0: tensor(14.3608, device='cuda:0') (tensor(10.7847, device='cuda:0')) | > loss_gen: 2.486670970916748 (2.478873361559478) | > loss_kl: 2.0285887718200684 (2.027614668303844) | > loss_feat: 7.304286956787109 (7.030648860276914) | > loss_mel: 16.90523338317871 (17.222891966501866) | > loss_duration: 2.004788875579834 (2.0097569460962323) | > loss_1: 30.729570388793945 (30.769785712747012) | > grad_norm_1: tensor(246.9247, device='cuda:0') (tensor(135.5218, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.4085 (0.37667374400531545) | > loader_time: 0.0049 (0.004124498834796981)  --> TIME: 2024-06-12 03:17:21 -- STEP: 229/330 -- GLOBAL_STEP: 356850 | > loss_disc: 2.367598056793213 (2.3661896443262895) | > loss_disc_real_0: 0.13386854529380798 (0.11404604181712372) | > loss_disc_real_1: 0.21400178968906403 (0.19687720124638236) | > loss_disc_real_2: 0.2183782458305359 (0.21175682505665908) | > loss_disc_real_3: 0.2458052933216095 (0.2291000523811865) | > loss_disc_real_4: 0.22947083413600922 (0.23280109367516363) | > loss_disc_real_5: 0.18552109599113464 (0.22534957079127366) | > loss_0: 2.367598056793213 (2.3661896443262895) | > grad_norm_0: tensor(11.3334, device='cuda:0') (tensor(12.7090, device='cuda:0')) | > loss_gen: 2.5824661254882812 (2.478287683303703) | > loss_kl: 2.1789801120758057 (2.032621176482288) | > loss_feat: 6.869081020355225 (7.002169829789207) | > loss_mel: 17.581371307373047 (17.18849273748273) | > loss_duration: 2.127474308013916 (2.0185139002237777) | > loss_1: 31.339372634887695 (30.720085210675236) | > grad_norm_1: tensor(328.7625, device='cuda:0') (tensor(156.8010, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.4083 (0.379892611607714) | > loader_time: 0.0057 (0.004265104318810342)  --> TIME: 2024-06-12 03:17:32 -- STEP: 254/330 -- GLOBAL_STEP: 356875 | > loss_disc: 2.360595703125 (2.3664670243976627) | > loss_disc_real_0: 0.11858326196670532 (0.11577349795600561) | > loss_disc_real_1: 0.16430236399173737 (0.19723351780823836) | > loss_disc_real_2: 0.21301569044589996 (0.21154657833454177) | > loss_disc_real_3: 0.24395550787448883 (0.22890768129759886) | > loss_disc_real_4: 0.2297273874282837 (0.2328521940182513) | > loss_disc_real_5: 0.26618608832359314 (0.22432745723273811) | > loss_0: 2.360595703125 (2.3664670243976627) | > grad_norm_0: tensor(41.5213, device='cuda:0') (tensor(14.6124, device='cuda:0')) | > loss_gen: 2.353458881378174 (2.4822462215198335) | > loss_kl: 2.1193952560424805 (2.0340956083432915) | > loss_feat: 7.224796295166016 (7.012348901568435) | > loss_mel: 17.088083267211914 (17.159937475609976) | > loss_duration: 2.0604186058044434 (2.0262301071422306) | > loss_1: 30.84615135192871 (30.714858190281184) | > grad_norm_1: tensor(231.0499, device='cuda:0') (tensor(180.4278, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.4345 (0.3842012929165457) | > loader_time: 0.0056 (0.004417484200845553)  --> TIME: 2024-06-12 03:17:44 -- STEP: 279/330 -- GLOBAL_STEP: 356900 | > loss_disc: 2.349405288696289 (2.3659845876864645) | > loss_disc_real_0: 0.15003438293933868 (0.1161137729295693) | > loss_disc_real_1: 0.18325185775756836 (0.1977104792992274) | > loss_disc_real_2: 0.2534727454185486 (0.2117072370530884) | > loss_disc_real_3: 0.26817744970321655 (0.2291959581302486) | > loss_disc_real_4: 0.31132736802101135 (0.23241334779715453) | > loss_disc_real_5: 0.24039854109287262 (0.22368567055057878) | > loss_0: 2.349405288696289 (2.3659845876864645) | > grad_norm_0: tensor(47.3989, device='cuda:0') (tensor(16.6758, device='cuda:0')) | > loss_gen: 2.6168408393859863 (2.487316271737487) | > loss_kl: 2.0844643115997314 (2.0369945832905394) | > loss_feat: 7.9542317390441895 (7.029940331708573) | > loss_mel: 16.581186294555664 (17.11931623096535) | > loss_duration: 2.122690200805664 (2.0359574278622974) | > loss_1: 31.359413146972656 (30.709524708409464) | > grad_norm_1: tensor(703.6527, device='cuda:0') (tensor(208.8618, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.4426 (0.3893834091856488) | > loader_time: 0.0069 (0.004568938286073746)  --> TIME: 2024-06-12 03:17:55 -- STEP: 304/330 -- GLOBAL_STEP: 356925 | > loss_disc: 2.437811851501465 (2.367858853779341) | > loss_disc_real_0: 0.12086289376020432 (0.11831703796786697) | > loss_disc_real_1: 0.18862071633338928 (0.19753076239047868) | > loss_disc_real_2: 0.2081068903207779 (0.2117046182975173) | > loss_disc_real_3: 0.2578381299972534 (0.22938672007110558) | > loss_disc_real_4: 0.24748052656650543 (0.23206647460986124) | > loss_disc_real_5: 0.24285881221294403 (0.22321922371261993) | > loss_0: 2.437811851501465 (2.367858853779341) | > grad_norm_0: tensor(40.1029, device='cuda:0') (tensor(19.3908, device='cuda:0')) | > loss_gen: 2.2923150062561035 (2.4916323776307867) | > loss_kl: 2.0100693702697754 (2.0402340100784064) | > loss_feat: 6.876696586608887 (7.055873464596897) | > loss_mel: 16.183395385742188 (17.076225829751866) | > loss_duration: 2.1857149600982666 (2.0470379222380486) | > loss_1: 29.54819107055664 (30.711003504301374) | > grad_norm_1: tensor(582.4239, device='cuda:0') (tensor(234.7710, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 0.4755 (0.39583432517553635) | > loader_time: 0.0066 (0.004755765983932898)  --> TIME: 2024-06-12 03:18:23 -- STEP: 329/330 -- GLOBAL_STEP: 356950 | > loss_disc: 2.4138545989990234 (2.372764522181457) | > loss_disc_real_0: 0.15043263137340546 (0.11957041500277794) | > loss_disc_real_1: 0.20673292875289917 (0.19799666681912895) | > loss_disc_real_2: 0.18039587140083313 (0.21177783209864492) | > loss_disc_real_3: 0.1927178055047989 (0.2295390907391951) | > loss_disc_real_4: 0.19502075016498566 (0.23191275880148346) | > loss_disc_real_5: 0.15939949452877045 (0.22306248726815797) | > loss_0: 2.4138545989990234 (2.372764522181457) | > grad_norm_0: tensor(7.2915, device='cuda:0') (tensor(19.2912, device='cuda:0')) | > loss_gen: 2.666358470916748 (2.4846343834711795) | > loss_kl: 2.2041304111480713 (2.046067124079791) | > loss_feat: 10.190763473510742 (7.138182338610245) | > loss_mel: 17.217565536499023 (17.048757831376378) | > loss_duration: 2.293156862258911 (2.061806909943786) | > loss_1: 34.57197189331055 (30.779448483127954) | > grad_norm_1: tensor(102.1003, device='cuda:0') (tensor(235.8432, device='cuda:0')) | > current_lr_0: 0.00018064991853578472 | > current_lr_1: 0.00018064991853578472 | > step_time: 13.4363 (0.44796005933118094) | > loader_time: 0.0346 (0.005219829843399373)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.483579158782959 (2.483579158782959) | > loss_disc_real_0: 0.12688709795475006 (0.12688709795475006) | > loss_disc_real_1: 0.25617697834968567 (0.25617697834968567) | > loss_disc_real_2: 0.2102861851453781 (0.2102861851453781) | > loss_disc_real_3: 0.29806774854660034 (0.29806774854660034) | > loss_disc_real_4: 0.34324735403060913 (0.34324735403060913) | > loss_disc_real_5: 0.2749283015727997 (0.2749283015727997) | > loss_0: 2.483579158782959 (2.483579158782959) | > loss_gen: 2.6844077110290527 (2.6844077110290527) | > loss_kl: 3.1804351806640625 (3.1804351806640625) | > loss_feat: 5.718556880950928 (5.718556880950928) | > loss_mel: 13.794357299804688 (13.794357299804688) | > loss_duration: 3.246511459350586 (3.246511459350586) | > loss_1: 28.624269485473633 (28.624269485473633)  --> STEP: 1 | > loss_disc: 2.0779638290405273 (2.0779638290405273) | > loss_disc_real_0: 0.0634913221001625 (0.0634913221001625) | > loss_disc_real_1: 0.2626737952232361 (0.2626737952232361) | > loss_disc_real_2: 0.12971988320350647 (0.12971988320350647) | > loss_disc_real_3: 0.20999117195606232 (0.20999117195606232) | > loss_disc_real_4: 0.22417527437210083 (0.22417527437210083) | > loss_disc_real_5: 0.18823130428791046 (0.18823130428791046) | > loss_0: 2.0779638290405273 (2.0779638290405273) | > loss_gen: 2.6472396850585938 (2.6472396850585938) | > loss_kl: 3.113337516784668 (3.113337516784668) | > loss_feat: 8.13154125213623 (8.13154125213623) | > loss_mel: 18.730501174926758 (18.730501174926758) | > loss_duration: 2.3511581420898438 (2.3511581420898438) | > loss_1: 34.973777770996094 (34.973777770996094)  --> STEP: 2 | > loss_disc: 2.3044328689575195 (2.1911983489990234) | > loss_disc_real_0: 0.053546205163002014 (0.05851876363158226) | > loss_disc_real_1: 0.32156333327293396 (0.292118564248085) | > loss_disc_real_2: 0.22799737751483917 (0.17885863035917282) | > loss_disc_real_3: 0.1908654421567917 (0.200428307056427) | > loss_disc_real_4: 0.3324766755104065 (0.27832597494125366) | > loss_disc_real_5: 0.3183795213699341 (0.25330541282892227) | > loss_0: 2.3044328689575195 (2.1911983489990234) | > loss_gen: 2.806274175643921 (2.7267569303512573) | > loss_kl: 2.904069662094116 (3.008703589439392) | > loss_feat: 5.651440620422363 (6.891490936279297) | > loss_mel: 18.214658737182617 (18.472579956054688) | > loss_duration: 2.5343198776245117 (2.4427390098571777) | > loss_1: 32.11076354980469 (33.54227066040039)  --> STEP: 3 | > loss_disc: 2.2866017818450928 (2.2229994932810464) | > loss_disc_real_0: 0.09478430449962616 (0.07060727725426356) | > loss_disc_real_1: 0.21005944907665253 (0.26476552585760754) | > loss_disc_real_2: 0.18707649409770966 (0.18159791827201843) | > loss_disc_real_3: 0.26191768050193787 (0.2209247648715973) | > loss_disc_real_4: 0.3000699281692505 (0.28557395935058594) | > loss_disc_real_5: 0.30330178141593933 (0.2699708690245946) | > loss_0: 2.2866017818450928 (2.2229994932810464) | > loss_gen: 2.6555800437927246 (2.703031301498413) | > loss_kl: 3.2569329738616943 (3.0914467175801597) | > loss_feat: 5.389031887054443 (6.390671253204346) | > loss_mel: 18.483474731445312 (18.476211547851562) | > loss_duration: 2.2739272117614746 (2.3864684104919434) | > loss_1: 32.0589485168457 (33.047829945882164)  --> STEP: 4 | > loss_disc: 2.5371642112731934 (2.3015406727790833) | > loss_disc_real_0: 0.13630589842796326 (0.08703193254768848) | > loss_disc_real_1: 0.3318670094013214 (0.281540896743536) | > loss_disc_real_2: 0.31399309635162354 (0.2146967127919197) | > loss_disc_real_3: 0.2591763138771057 (0.2304876521229744) | > loss_disc_real_4: 0.3117523193359375 (0.29211854934692383) | > loss_disc_real_5: 0.29581916332244873 (0.27643294259905815) | > loss_0: 2.5371642112731934 (2.3015406727790833) | > loss_gen: 2.8559138774871826 (2.7412519454956055) | > loss_kl: 3.8156113624572754 (3.2724878787994385) | > loss_feat: 6.432313919067383 (6.401081919670105) | > loss_mel: 17.49567222595215 (18.23107671737671) | > loss_duration: 2.3594629764556885 (2.3797170519828796) | > loss_1: 32.9589729309082 (33.02561569213867)  --> STEP: 5 | > loss_disc: 2.3222496509552 (2.3056824684143065) | > loss_disc_real_0: 0.15337705612182617 (0.10030095726251602) | > loss_disc_real_1: 0.3377073407173157 (0.29277418553829193) | > loss_disc_real_2: 0.24352215230464935 (0.22046180069446564) | > loss_disc_real_3: 0.23346322774887085 (0.2310827672481537) | > loss_disc_real_4: 0.25931796431541443 (0.28555843234062195) | > loss_disc_real_5: 0.2193700522184372 (0.265020364522934) | > loss_0: 2.3222496509552 (2.3056824684143065) | > loss_gen: 2.859706401824951 (2.764942836761475) | > loss_kl: 3.126786231994629 (3.2433475494384765) | > loss_feat: 6.080996513366699 (6.3370648384094235) | > loss_mel: 17.006141662597656 (17.9860897064209) | > loss_duration: 2.3453707695007324 (2.37284779548645) | > loss_1: 31.419002532958984 (32.70429306030273)  --> STEP: 6 | > loss_disc: 2.486154556274414 (2.3357611497243247) | > loss_disc_real_0: 0.2026599645614624 (0.11736079181234042) | > loss_disc_real_1: 0.28581705689430237 (0.291614664097627) | > loss_disc_real_2: 0.3160347640514374 (0.2363906279206276) | > loss_disc_real_3: 0.29286572337150574 (0.24137992660204569) | > loss_disc_real_4: 0.33979928493499756 (0.29459857443968457) | > loss_disc_real_5: 0.202662855386734 (0.2546274463335673) | > loss_0: 2.486154556274414 (2.3357611497243247) | > loss_gen: 3.1105594635009766 (2.822545607884725) | > loss_kl: 3.2546603679656982 (3.2452330191930137) | > loss_feat: 6.023139953613281 (6.284744024276733) | > loss_mel: 18.35679054260254 (18.04787317911784) | > loss_duration: 2.212611675262451 (2.346141775449117) | > loss_1: 32.957759857177734 (32.74653752644857)  --> STEP: 7 | > loss_disc: 2.253206968307495 (2.323967695236206) | > loss_disc_real_0: 0.11885488033294678 (0.1175742330295699) | > loss_disc_real_1: 0.2377527356147766 (0.2839201028857912) | > loss_disc_real_2: 0.23141899704933167 (0.23568039493901388) | > loss_disc_real_3: 0.22091734409332275 (0.23845670052937099) | > loss_disc_real_4: 0.2608313262462616 (0.2897746818406241) | > loss_disc_real_5: 0.2620818316936493 (0.2556923585278647) | > loss_0: 2.253206968307495 (2.323967695236206) | > loss_gen: 2.867765188217163 (2.829005547932216) | > loss_kl: 4.464169502258301 (3.4193668024880544) | > loss_feat: 7.703404426574707 (6.487409796033587) | > loss_mel: 17.919782638549805 (18.02957453046526) | > loss_duration: 2.495443820953369 (2.3674706390925815) | > loss_1: 35.450565338134766 (33.13282721383231)  --> STEP: 8 | > loss_disc: 2.4266517162323 (2.3368031978607178) | > loss_disc_real_0: 0.24624203145503998 (0.13365770783275366) | > loss_disc_real_1: 0.2909514605998993 (0.28479902260005474) | > loss_disc_real_2: 0.207763209939003 (0.23219074681401253) | > loss_disc_real_3: 0.23887795209884644 (0.23850935697555542) | > loss_disc_real_4: 0.2568003833293915 (0.28565289452672005) | > loss_disc_real_5: 0.2868633568286896 (0.25958873331546783) | > loss_0: 2.4266517162323 (2.3368031978607178) | > loss_gen: 2.8174426555633545 (2.8275601863861084) | > loss_kl: 3.5136125087738037 (3.431147515773773) | > loss_feat: 9.364188194274902 (6.847007095813751) | > loss_mel: 18.139131546020508 (18.043269157409668) | > loss_duration: 2.328423023223877 (2.3625896871089935) | > loss_1: 36.16279983520508 (33.511573791503906)  --> STEP: 9 | > loss_disc: 2.5163464546203613 (2.3567524486117892) | > loss_disc_real_0: 0.1626642495393753 (0.13688065691126716) | > loss_disc_real_1: 0.2738809883594513 (0.28358590768443215) | > loss_disc_real_2: 0.23211847245693207 (0.23218271632989249) | > loss_disc_real_3: 0.22298341989517212 (0.23678425285551283) | > loss_disc_real_4: 0.28368160128593445 (0.28543386194441056) | > loss_disc_real_5: 0.30880993604660034 (0.2650577558411492) | > loss_0: 2.5163464546203613 (2.3567524486117892) | > loss_gen: 2.502744674682617 (2.7914695739746094) | > loss_kl: 2.0643227100372314 (3.2792780929141574) | > loss_feat: 6.007534980773926 (6.7537324163648815) | > loss_mel: 18.646656036376953 (18.11031214396159) | > loss_duration: 2.183612823486328 (2.3427033689286976) | > loss_1: 31.404870986938477 (33.27749570210775)  --> STEP: 10 | > loss_disc: 2.3377773761749268 (2.354854941368103) | > loss_disc_real_0: 0.11264216899871826 (0.1344568081200123) | > loss_disc_real_1: 0.2659900188446045 (0.2818263188004494) | > loss_disc_real_2: 0.24932058155536652 (0.23389650285243987) | > loss_disc_real_3: 0.237434983253479 (0.23684932589530944) | > loss_disc_real_4: 0.26012852787971497 (0.282903328537941) | > loss_disc_real_5: 0.27253013849258423 (0.2658049941062927) | > loss_0: 2.3377773761749268 (2.354854941368103) | > loss_gen: 2.9114246368408203 (2.8034650802612306) | > loss_kl: 2.9623165130615234 (3.247581934928894) | > loss_feat: 7.534338474273682 (6.831793022155762) | > loss_mel: 17.92007064819336 (18.091287994384764) | > loss_duration: 2.35776424407959 (2.3442094564437865) | > loss_1: 33.6859130859375 (33.31833744049072)  --> STEP: 11 | > loss_disc: 2.490788221359253 (2.367212512276389) | > loss_disc_real_0: 0.12420129030942917 (0.13352448831905017) | > loss_disc_real_1: 0.24856224656105042 (0.27880231223323126) | > loss_disc_real_2: 0.21438704431056976 (0.23212291571226987) | > loss_disc_real_3: 0.19269242882728577 (0.2328350625254891) | > loss_disc_real_4: 0.3154682517051697 (0.28586377609859814) | > loss_disc_real_5: 0.3345915973186493 (0.2720583216710524) | > loss_0: 2.490788221359253 (2.367212512276389) | > loss_gen: 2.6730589866638184 (2.7916099808432837) | > loss_kl: 3.947437286376953 (3.3112051486968994) | > loss_feat: 7.002279758453369 (6.847291816364635) | > loss_mel: 15.593755722045898 (17.864239605990324) | > loss_duration: 2.496638298034668 (2.3580666238611396) | > loss_1: 31.71316909790039 (33.17241304570978)  --> STEP: 12 | > loss_disc: 2.394967555999756 (2.3695254325866695) | > loss_disc_real_0: 0.11846011877059937 (0.1322691241900126) | > loss_disc_real_1: 0.2754310071468353 (0.2785213701426983) | > loss_disc_real_2: 0.18726801872253418 (0.2283850076297919) | > loss_disc_real_3: 0.18795938789844513 (0.22909542297323546) | > loss_disc_real_4: 0.26129332184791565 (0.2838162382443746) | > loss_disc_real_5: 0.2535765767097473 (0.2705181762576103) | > loss_0: 2.394967555999756 (2.3695254325866695) | > loss_gen: 2.5264172554016113 (2.769510587056478) | > loss_kl: 2.8882744312286377 (3.275960922241211) | > loss_feat: 7.0499067306518555 (6.864176392555237) | > loss_mel: 18.065383911132812 (17.881001631418865) | > loss_duration: 2.273249626159668 (2.3509985407193503) | > loss_1: 32.80323028564453 (33.141647815704346)  --> STEP: 13 | > loss_disc: 2.5629961490631104 (2.3844077953925495) | > loss_disc_real_0: 0.15292465686798096 (0.1338580113190871) | > loss_disc_real_1: 0.34397709369659424 (0.2835564258006903) | > loss_disc_real_2: 0.25880196690559387 (0.23072477372793052) | > loss_disc_real_3: 0.23307844996452332 (0.22940180966487297) | > loss_disc_real_4: 0.23507679998874664 (0.2800670506862494) | > loss_disc_real_5: 0.16156060993671417 (0.2621368250021568) | > loss_0: 2.5629961490631104 (2.3844077953925495) | > loss_gen: 2.52034592628479 (2.750344074689425) | > loss_kl: 3.2136759757995605 (3.2711697725149302) | > loss_feat: 7.099351406097412 (6.882266778212327) | > loss_mel: 17.267744064331055 (17.83382797241211) | > loss_duration: 2.236163854598999 (2.342165103325477) | > loss_1: 32.3372802734375 (33.07977338937613)  --> STEP: 14 | > loss_disc: 2.2049949169158936 (2.371592589787074) | > loss_disc_real_0: 0.15052691102027893 (0.13504864701202937) | > loss_disc_real_1: 0.18478813767433167 (0.276501548077379) | > loss_disc_real_2: 0.2077050805091858 (0.2290805099265916) | > loss_disc_real_3: 0.19382843375205994 (0.2268608542425292) | > loss_disc_real_4: 0.22544825077056885 (0.27616570783512934) | > loss_disc_real_5: 0.22875569760799408 (0.2597524587597166) | > loss_0: 2.2049949169158936 (2.371592589787074) | > loss_gen: 2.612867832183838 (2.740524343081883) | > loss_kl: 3.758405923843384 (3.3059723547526767) | > loss_feat: 7.586733818054199 (6.9325858524867465) | > loss_mel: 18.075286865234375 (17.85107503618513) | > loss_duration: 2.3691632747650146 (2.344093544142587) | > loss_1: 34.40245819091797 (33.17425087520054)  --> STEP: 15 | > loss_disc: 2.4785714149475098 (2.378724511464436) | > loss_disc_real_0: 0.1690635085105896 (0.1373163044452667) | > loss_disc_real_1: 0.2847045660018921 (0.27704841593901314) | > loss_disc_real_2: 0.3173806965351105 (0.23496718903382618) | > loss_disc_real_3: 0.28455257415771484 (0.23070696890354156) | > loss_disc_real_4: 0.2557603716850281 (0.27480535209178925) | > loss_disc_real_5: 0.28339511156082153 (0.2613286356131236) | > loss_0: 2.4785714149475098 (2.378724511464436) | > loss_gen: 3.052827835083008 (2.761344575881958) | > loss_kl: 3.1652982234954834 (3.2965940793355304) | > loss_feat: 9.641240119934082 (7.113162803649902) | > loss_mel: 17.99550437927246 (17.860703659057616) | > loss_duration: 2.3784308433532715 (2.3463826974232993) | > loss_1: 36.23330307006836 (33.37818768819173)  --> STEP: 16 | > loss_disc: 2.2260184288024902 (2.3691803812980647) | > loss_disc_real_0: 0.11031770706176758 (0.13562889210879803) | > loss_disc_real_1: 0.24197544157505035 (0.2748563550412655) | > loss_disc_real_2: 0.2155059427022934 (0.2337508611381054) | > loss_disc_real_3: 0.18584008514881134 (0.22790278866887093) | > loss_disc_real_4: 0.20122748613357544 (0.2702067354694009) | > loss_disc_real_5: 0.14688891172409058 (0.254176152870059) | > loss_0: 2.2260184288024902 (2.3691803812980647) | > loss_gen: 2.4210689067840576 (2.7400773465633392) | > loss_kl: 2.658411741256714 (3.2567076832056046) | > loss_feat: 10.375900268554688 (7.317083895206451) | > loss_mel: 17.02923011779785 (17.808736562728882) | > loss_duration: 2.460421085357666 (2.353510096669197) | > loss_1: 34.94503402709961 (33.476115584373474)  --> STEP: 17 | > loss_disc: 2.3672189712524414 (2.3690650042365573) | > loss_disc_real_0: 0.22031718492507935 (0.1406105563921087) | > loss_disc_real_1: 0.3028356730937958 (0.27650219727964964) | > loss_disc_real_2: 0.20829713344573975 (0.23225358303855448) | > loss_disc_real_3: 0.24214725196361542 (0.22874069827444413) | > loss_disc_real_4: 0.2923848628997803 (0.27151133120059967) | > loss_disc_real_5: 0.25516000390052795 (0.2542340264600866) | > loss_0: 2.3672189712524414 (2.3690650042365573) | > loss_gen: 2.9815001487731934 (2.7542786878698013) | > loss_kl: 2.3196661472320557 (3.2015875928542195) | > loss_feat: 6.658291339874268 (7.2783313919516175) | > loss_mel: 18.29756736755371 (17.837491315953873) | > loss_duration: 2.430785655975342 (2.3580557178048527) | > loss_1: 32.687808990478516 (33.429744608262006)  --> STEP: 18 | > loss_disc: 2.14845871925354 (2.356809099515279) | > loss_disc_real_0: 0.09640741348266602 (0.13815482623047298) | > loss_disc_real_1: 0.1905929446220398 (0.2717294610208935) | > loss_disc_real_2: 0.2214363068342209 (0.23165262324942482) | > loss_disc_real_3: 0.17401501536369324 (0.2257003825571802) | > loss_disc_real_4: 0.2583000063896179 (0.2707773687111007) | > loss_disc_real_5: 0.2639385461807251 (0.2547731664445665) | > loss_0: 2.14845871925354 (2.356809099515279) | > loss_gen: 3.0860772132873535 (2.7727119392818875) | > loss_kl: 3.450272798538208 (3.215403437614441) | > loss_feat: 8.921510696411133 (7.369619131088257) | > loss_mel: 19.901079177856445 (17.95213508605957) | > loss_duration: 2.2455434799194336 (2.3518050379223294) | > loss_1: 37.60448455810547 (33.66167460547553)  --> STEP: 19 | > loss_disc: 2.588705539703369 (2.369014175314652) | > loss_disc_real_0: 0.14192982017993927 (0.13835351012255015) | > loss_disc_real_1: 0.2945541441440582 (0.272930760132639) | > loss_disc_real_2: 0.22744183242321014 (0.23143100267962405) | > loss_disc_real_3: 0.2556123435497284 (0.2272746962936301) | > loss_disc_real_4: 0.31638893485069275 (0.27317797745528977) | > loss_disc_real_5: 0.2887464463710785 (0.25656123380911977) | > loss_0: 2.588705539703369 (2.369014175314652) | > loss_gen: 2.4547250270843506 (2.755975786008333) | > loss_kl: 2.2596821784973145 (3.1651023187135396) | > loss_feat: 4.927937984466553 (7.2411095970555355) | > loss_mel: 14.069165229797363 (17.747768251519453) | > loss_duration: 2.385453462600708 (2.353576007642244) | > loss_1: 26.096965789794922 (33.263532036229186)  --> STEP: 20 | > loss_disc: 2.7412655353546143 (2.38762674331665) | > loss_disc_real_0: 0.19262513518333435 (0.14106709137558937) | > loss_disc_real_1: 0.38365697860717773 (0.2784670710563659) | > loss_disc_real_2: 0.23217307031154633 (0.23146810606122017) | > loss_disc_real_3: 0.2592568099498749 (0.22887380197644233) | > loss_disc_real_4: 0.3939230144023895 (0.27921522930264475) | > loss_disc_real_5: 0.29755517840385437 (0.2586109310388565) | > loss_0: 2.7412655353546143 (2.38762674331665) | > loss_gen: 2.7797691822052 (2.757165455818176) | > loss_kl: 2.6762373447418213 (3.1406590700149537) | > loss_feat: 5.386462211608887 (7.148377227783203) | > loss_mel: 18.513349533081055 (17.786047315597536) | > loss_duration: 2.3215436935424805 (2.3519743919372558) | > loss_1: 31.677364349365234 (33.184223651885986)  --> STEP: 21 | > loss_disc: 2.3527960777282715 (2.385968140193394) | > loss_disc_real_0: 0.047345779836177826 (0.13660417177847453) | > loss_disc_real_1: 0.26985177397727966 (0.27805681881450467) | > loss_disc_real_2: 0.17389272153377533 (0.2287264210837228) | > loss_disc_real_3: 0.2161101996898651 (0.22826601139136724) | > loss_disc_real_4: 0.2592372000217438 (0.2782638945749828) | > loss_disc_real_5: 0.23511956632137299 (0.25749229462373824) | > loss_0: 2.3527960777282715 (2.385968140193394) | > loss_gen: 2.2177255153656006 (2.731477839606149) | > loss_kl: 3.1833770275115967 (3.1426932584671747) | > loss_feat: 4.739749431610107 (7.0336806660606745) | > loss_mel: 14.491453170776367 (17.62916188012986) | > loss_duration: 2.1086654663085938 (2.3403882526216053) | > loss_1: 26.740970611572266 (32.87740207853771)  --> STEP: 22 | > loss_disc: 2.54642391204834 (2.3932615843686187) | > loss_disc_real_0: 0.1640598177909851 (0.1378521556881341) | > loss_disc_real_1: 0.35555437207221985 (0.28157943487167353) | > loss_disc_real_2: 0.17871539294719696 (0.22645319253206253) | > loss_disc_real_3: 0.2261480987071991 (0.22816974263299594) | > loss_disc_real_4: 0.25687435269355774 (0.27729164267128165) | > loss_disc_real_5: 0.22299838066101074 (0.2559243894436143) | > loss_0: 2.54642391204834 (2.3932615843686187) | > loss_gen: 2.3448092937469482 (2.713901996612549) | > loss_kl: 2.4874448776245117 (3.1129092411561445) | > loss_feat: 5.199631690979004 (6.950314803556963) | > loss_mel: 17.379207611083984 (17.617800322445955) | > loss_duration: 2.2202439308166504 (2.3349271470850166) | > loss_1: 29.631336212158203 (32.72985363006592)  --> STEP: 23 | > loss_disc: 2.5693583488464355 (2.4009179654328716) | > loss_disc_real_0: 0.3230615258216858 (0.14590473699828851) | > loss_disc_real_1: 0.27861884236335754 (0.2814507134582685) | > loss_disc_real_2: 0.22490482032299042 (0.2263858720012333) | > loss_disc_real_3: 0.2297740876674652 (0.2282394967649294) | > loss_disc_real_4: 0.2947414815425873 (0.27805033131786017) | > loss_disc_real_5: 0.22114956378936768 (0.2544124405021253) | > loss_0: 2.5693583488464355 (2.4009179654328716) | > loss_gen: 2.7906737327575684 (2.7172398981840713) | > loss_kl: 2.6299245357513428 (3.0919099061385444) | > loss_feat: 6.760348320007324 (6.942055391228718) | > loss_mel: 18.27921485900879 (17.64655747620956) | > loss_duration: 2.2678017616271973 (2.3320086520651113) | > loss_1: 32.727962493896484 (32.7297714067542)  --> STEP: 24 | > loss_disc: 2.7275331020355225 (2.414526929457982) | > loss_disc_real_0: 0.12113165110349655 (0.1448725250860055) | > loss_disc_real_1: 0.33639344573020935 (0.28373999396959937) | > loss_disc_real_2: 0.23210732638835907 (0.2266242659340302) | > loss_disc_real_3: 0.25003692507743835 (0.22914772294461727) | > loss_disc_real_4: 0.3508203625679016 (0.28108241595327854) | > loss_disc_real_5: 0.367416650056839 (0.2591209492335717) | > loss_0: 2.7275331020355225 (2.414526929457982) | > loss_gen: 2.4595837593078613 (2.706504225730896) | > loss_kl: 2.49765682220459 (3.06714936097463) | > loss_feat: 5.118595600128174 (6.866077899932861) | > loss_mel: 15.18924331665039 (17.544169386227924) | > loss_duration: 2.4278125762939453 (2.3360004822413125) | > loss_1: 27.69289207458496 (32.51990143458048)  --> STEP: 25 | > loss_disc: 2.5449044704437256 (2.419742031097412) | > loss_disc_real_0: 0.24550049006938934 (0.14889764368534086) | > loss_disc_real_1: 0.2792457342147827 (0.2835602235794067) | > loss_disc_real_2: 0.2417374700307846 (0.2272287940979004) | > loss_disc_real_3: 0.22434942424297333 (0.2289557909965515) | > loss_disc_real_4: 0.2756555676460266 (0.28086534202098845) | > loss_disc_real_5: 0.22152484953403473 (0.2576171052455902) | > loss_0: 2.5449044704437256 (2.419742031097412) | > loss_gen: 2.5042903423309326 (2.6984156703948976) | > loss_kl: 2.87980318069458 (3.0596555137634276) | > loss_feat: 7.324916839599609 (6.884431457519531) | > loss_mel: 15.18215560913086 (17.449688835144045) | > loss_duration: 2.377490520477295 (2.3376600837707517) | > loss_1: 30.26865577697754 (32.429851608276365)  --> STEP: 26 | > loss_disc: 2.933067560195923 (2.439485320678124) | > loss_disc_real_0: 0.09776060283184052 (0.1469308344217447) | > loss_disc_real_1: 0.2543375492095947 (0.28243627456518317) | > loss_disc_real_2: 0.2061588019132614 (0.2264184097831066) | > loss_disc_real_3: 0.22754015028476715 (0.2289013432768675) | > loss_disc_real_4: 0.22133426368236542 (0.27857568516181064) | > loss_disc_real_5: 0.22984309494495392 (0.2565488740801811) | > loss_0: 2.933067560195923 (2.439485320678124) | > loss_gen: 1.6013473272323608 (2.6562207341194153) | > loss_kl: 2.791365623474121 (3.0493366718292236) | > loss_feat: 4.827950954437256 (6.805336053554829) | > loss_mel: 10.092947006225586 (17.16673722633949) | > loss_duration: 2.297940731048584 (2.3361324163583608) | > loss_1: 21.61155128479004 (32.01376313429613) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023973171527569112 (-6.954486553485554e-05) | > avg_loss_disc: 2.439485320678124 (+0.020711917143601433) | > avg_loss_disc_real_0: 0.1469308344217447 (-0.03396349543562302) | > avg_loss_disc_real_1: 0.28243627456518317 (+0.06596549886923567) | > avg_loss_disc_real_2: 0.2264184097831066 (+0.028108406525391816) | > avg_loss_disc_real_3: 0.2289013432768675 (-0.00042444811417505224) | > avg_loss_disc_real_4: 0.27857568516181064 (+0.04459157700722033) | > avg_loss_disc_real_5: 0.2565488740801811 (+0.046235206608588875) | > avg_loss_0: 2.439485320678124 (+0.020711917143601433) | > avg_loss_gen: 2.6562207341194153 (+0.2187425081546488) | > avg_loss_kl: 3.0493366718292236 (+0.03969621658325195) | > avg_loss_feat: 6.805336053554829 (+0.14588076478013612) | > avg_loss_mel: 17.16673722633949 (+0.47780765478427867) | > avg_loss_duration: 2.3361324163583608 (-0.00516250500312232) | > avg_loss_1: 32.01376313429613 (+0.8769647158109244)  > EPOCH: 815/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:18:29)   --> TIME: 2024-06-12 03:18:39 -- STEP: 24/330 -- GLOBAL_STEP: 356975 | > loss_disc: 2.3419370651245117 (2.323571582635244) | > loss_disc_real_0: 0.10671956092119217 (0.10314496389279763) | > loss_disc_real_1: 0.21920056641101837 (0.19382743599514166) | > loss_disc_real_2: 0.2245420217514038 (0.20659058665235838) | > loss_disc_real_3: 0.23089861869812012 (0.2275301826496919) | > loss_disc_real_4: 0.2514519691467285 (0.23686280536154905) | > loss_disc_real_5: 0.2457222193479538 (0.22442514387269816) | > loss_0: 2.3419370651245117 (2.323571582635244) | > grad_norm_0: tensor(6.5154, device='cuda:0') (tensor(8.6643, device='cuda:0')) | > loss_gen: 2.535275936126709 (2.506349186102549) | > loss_kl: 1.8968486785888672 (1.9298946658770244) | > loss_feat: 7.260912895202637 (7.02941236893336) | > loss_mel: 17.579797744750977 (17.412613153457638) | > loss_duration: 1.9349942207336426 (2.02682430545489) | > loss_1: 31.20783042907715 (30.905093908309937) | > grad_norm_1: tensor(50.9935, device='cuda:0') (tensor(89.4402, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3594 (0.3659657339255015) | > loader_time: 0.0034 (0.003218303124109904)  --> TIME: 2024-06-12 03:18:48 -- STEP: 49/330 -- GLOBAL_STEP: 357000 | > loss_disc: 2.4745841026306152 (2.3357200719872306) | > loss_disc_real_0: 0.08410012722015381 (0.10586219113700245) | > loss_disc_real_1: 0.19779038429260254 (0.19294702124838925) | > loss_disc_real_2: 0.19327706098556519 (0.20743257962927528) | > loss_disc_real_3: 0.2200753092765808 (0.22649925886368266) | > loss_disc_real_4: 0.2396492063999176 (0.23380272789877288) | > loss_disc_real_5: 0.24520686268806458 (0.2238095889286119) | > loss_0: 2.4745841026306152 (2.3357200719872306) | > grad_norm_0: tensor(6.9796, device='cuda:0') (tensor(8.2052, device='cuda:0')) | > loss_gen: 2.3942503929138184 (2.4911958636069786) | > loss_kl: 2.0290966033935547 (1.9475407357118568) | > loss_feat: 6.420657634735107 (6.972980071087273) | > loss_mel: 16.25698471069336 (17.283537222414594) | > loss_duration: 1.9310939311981201 (1.9927932559227457) | > loss_1: 29.03208351135254 (30.68804760368503) | > grad_norm_1: tensor(101.5922, device='cuda:0') (tensor(80.0630, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3752 (0.3654341308438049) | > loader_time: 0.0034 (0.0033664752025993503) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_357000.pth  --> TIME: 2024-06-12 03:19:03 -- STEP: 74/330 -- GLOBAL_STEP: 357025 | > loss_disc: 2.351287603378296 (2.339292838766769) | > loss_disc_real_0: 0.08953626453876495 (0.1071753306566058) | > loss_disc_real_1: 0.16906103491783142 (0.19380183779710045) | > loss_disc_real_2: 0.1829816699028015 (0.20827022335819295) | > loss_disc_real_3: 0.23807062208652496 (0.22679803580851168) | > loss_disc_real_4: 0.26879483461380005 (0.2335680831928511) | > loss_disc_real_5: 0.2256787121295929 (0.22323436149068782) | > loss_0: 2.351287603378296 (2.339292838766769) | > grad_norm_0: tensor(6.7855, device='cuda:0') (tensor(8.4127, device='cuda:0')) | > loss_gen: 2.564777135848999 (2.487105585433342) | > loss_kl: 2.212871551513672 (1.9690524339675903) | > loss_feat: 7.508851051330566 (6.973900189270845) | > loss_mel: 18.046653747558594 (17.256636310268092) | > loss_duration: 1.9078879356384277 (1.9808036330583934) | > loss_1: 32.24103927612305 (30.667498459687103) | > grad_norm_1: tensor(52.7272, device='cuda:0') (tensor(86.7309, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3819 (0.3695214116895521) | > loader_time: 0.0042 (0.0035007998750016494)  --> TIME: 2024-06-12 03:19:12 -- STEP: 99/330 -- GLOBAL_STEP: 357050 | > loss_disc: 2.338554859161377 (2.337444303011653) | > loss_disc_real_0: 0.10056952387094498 (0.10741520552623152) | > loss_disc_real_1: 0.20312799513339996 (0.1939947307109832) | > loss_disc_real_2: 0.221621572971344 (0.20949230245267503) | > loss_disc_real_3: 0.2240547388792038 (0.22647789451811048) | > loss_disc_real_4: 0.2362634837627411 (0.2333468504325308) | > loss_disc_real_5: 0.24505537748336792 (0.22368105026808652) | > loss_0: 2.338554859161377 (2.337444303011653) | > grad_norm_0: tensor(4.5270, device='cuda:0') (tensor(8.1375, device='cuda:0')) | > loss_gen: 2.368211507797241 (2.489005269426288) | > loss_kl: 2.3069753646850586 (1.9836735267831822) | > loss_feat: 6.255997180938721 (6.962069776323107) | > loss_mel: 16.638704299926758 (17.222516666759148) | > loss_duration: 1.979513168334961 (1.9820221626397334) | > loss_1: 29.549402236938477 (30.639287621083884) | > grad_norm_1: tensor(48.9892, device='cuda:0') (tensor(82.9420, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3613 (0.3696591589185927) | > loader_time: 0.0036 (0.0035940276251898873)  --> TIME: 2024-06-12 03:19:22 -- STEP: 124/330 -- GLOBAL_STEP: 357075 | > loss_disc: 2.3377814292907715 (2.348584046286921) | > loss_disc_real_0: 0.07813131809234619 (0.10869798220453723) | > loss_disc_real_1: 0.21666786074638367 (0.19441893456443657) | > loss_disc_real_2: 0.21739014983177185 (0.20973405722648866) | > loss_disc_real_3: 0.19986656308174133 (0.22845996495696805) | > loss_disc_real_4: 0.23769837617874146 (0.23290873378995927) | > loss_disc_real_5: 0.2348134070634842 (0.2240730918222858) | > loss_0: 2.3377814292907715 (2.348584046286921) | > grad_norm_0: tensor(11.5792, device='cuda:0') (tensor(8.2908, device='cuda:0')) | > loss_gen: 2.4946701526641846 (2.485148149151956) | > loss_kl: 2.155073404312134 (1.9926919446837517) | > loss_feat: 7.641234874725342 (6.969897908549155) | > loss_mel: 17.435169219970703 (17.245849555538552) | > loss_duration: 2.0003819465637207 (1.986628245922827) | > loss_1: 31.726530075073242 (30.680215974007883) | > grad_norm_1: tensor(59.6342, device='cuda:0') (tensor(87.1385, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3978 (0.3715604043775989) | > loader_time: 0.0038 (0.003672465201347105)  --> TIME: 2024-06-12 03:19:31 -- STEP: 149/330 -- GLOBAL_STEP: 357100 | > loss_disc: 2.3860435485839844 (2.355524592751624) | > loss_disc_real_0: 0.10809414833784103 (0.10949710326506787) | > loss_disc_real_1: 0.18480181694030762 (0.19475263917206112) | > loss_disc_real_2: 0.23471006751060486 (0.2106668384083165) | > loss_disc_real_3: 0.2366316318511963 (0.22919475792238375) | > loss_disc_real_4: 0.22921913862228394 (0.2336489552219442) | > loss_disc_real_5: 0.21150262653827667 (0.22382748286996113) | > loss_0: 2.3860435485839844 (2.355524592751624) | > grad_norm_0: tensor(18.9155, device='cuda:0') (tensor(9.5862, device='cuda:0')) | > loss_gen: 2.5237302780151367 (2.481926884427167) | > loss_kl: 2.109829902648926 (2.0053755124943367) | > loss_feat: 6.483755111694336 (6.97084311670905) | > loss_mel: 16.99082374572754 (17.21790809759358) | > loss_duration: 2.0397133827209473 (1.9916049218017784) | > loss_1: 30.147851943969727 (30.6676586458347) | > grad_norm_1: tensor(220.3677, device='cuda:0') (tensor(107.6125, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3652 (0.37320436567268117) | > loader_time: 0.0039 (0.0037292410063263556)  --> TIME: 2024-06-12 03:19:41 -- STEP: 174/330 -- GLOBAL_STEP: 357125 | > loss_disc: 2.440016746520996 (2.356243688484719) | > loss_disc_real_0: 0.14729630947113037 (0.11056769801967445) | > loss_disc_real_1: 0.21148774027824402 (0.19520925105303183) | > loss_disc_real_2: 0.19637230038642883 (0.21050645051331351) | > loss_disc_real_3: 0.22814472019672394 (0.22924366550541472) | > loss_disc_real_4: 0.2115975171327591 (0.23329961616760012) | > loss_disc_real_5: 0.22565528750419617 (0.22378351487990084) | > loss_0: 2.440016746520996 (2.356243688484719) | > grad_norm_0: tensor(9.4942, device='cuda:0') (tensor(11.3066, device='cuda:0')) | > loss_gen: 2.438911199569702 (2.4827664364343405) | > loss_kl: 1.936050295829773 (2.0135467237439637) | > loss_feat: 6.756909370422363 (6.96625034014384) | > loss_mel: 17.198917388916016 (17.206526959079437) | > loss_duration: 2.089115619659424 (1.9976462386120324) | > loss_1: 30.419902801513672 (30.66673680009513) | > grad_norm_1: tensor(325.6884, device='cuda:0') (tensor(132.9453, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.4076 (0.3759063920755495) | > loader_time: 0.0042 (0.003807863969912474)  --> TIME: 2024-06-12 03:19:52 -- STEP: 199/330 -- GLOBAL_STEP: 357150 | > loss_disc: 2.4172089099884033 (2.355041284657004) | > loss_disc_real_0: 0.13624662160873413 (0.11151745645844158) | > loss_disc_real_1: 0.18240095674991608 (0.1952758909170352) | > loss_disc_real_2: 0.21270325779914856 (0.21053954644418837) | > loss_disc_real_3: 0.22922614216804504 (0.22928368715784658) | > loss_disc_real_4: 0.2198362499475479 (0.2329989197715443) | > loss_disc_real_5: 0.23803377151489258 (0.22264004697152717) | > loss_0: 2.4172089099884033 (2.355041284657004) | > grad_norm_0: tensor(30.9807, device='cuda:0') (tensor(13.3867, device='cuda:0')) | > loss_gen: 2.3471553325653076 (2.490413514812986) | > loss_kl: 1.8830575942993164 (2.0181770133013686) | > loss_feat: 6.1943535804748535 (6.984537747637112) | > loss_mel: 17.314329147338867 (17.169162558550816) | > loss_duration: 2.131758451461792 (2.0065086828404333) | > loss_1: 29.87065315246582 (30.66879960639992) | > grad_norm_1: tensor(128.7379, device='cuda:0') (tensor(163.2691, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.4008 (0.3779064434856625) | > loader_time: 0.0048 (0.003904039536289234)  --> TIME: 2024-06-12 03:20:02 -- STEP: 224/330 -- GLOBAL_STEP: 357175 | > loss_disc: 2.4248178005218506 (2.3597321244222784) | > loss_disc_real_0: 0.16233780980110168 (0.1143105447491897) | > loss_disc_real_1: 0.21796144545078278 (0.1960014859214425) | > loss_disc_real_2: 0.2386261522769928 (0.21108743096036567) | > loss_disc_real_3: 0.21824534237384796 (0.2296279486534851) | > loss_disc_real_4: 0.24652060866355896 (0.23218227157901442) | > loss_disc_real_5: 0.25338804721832275 (0.22217404483152287) | > loss_0: 2.4248178005218506 (2.3597321244222784) | > grad_norm_0: tensor(43.9023, device='cuda:0') (tensor(16.9696, device='cuda:0')) | > loss_gen: 2.4420547485351562 (2.49326926256929) | > loss_kl: 2.091676712036133 (2.024009493312663) | > loss_feat: 7.288890838623047 (6.99340554858957) | > loss_mel: 17.383102416992188 (17.1443549650056) | > loss_duration: 2.118077039718628 (2.014705224228756) | > loss_1: 31.323801040649414 (30.669744551181793) | > grad_norm_1: tensor(445.7224, device='cuda:0') (tensor(194.7851, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.3952 (0.3805657784853662) | > loader_time: 0.0051 (0.004026273531573162)  --> TIME: 2024-06-12 03:20:12 -- STEP: 249/330 -- GLOBAL_STEP: 357200 | > loss_disc: 2.3529036045074463 (2.3594948584774893) | > loss_disc_real_0: 0.1250535547733307 (0.11487766681426022) | > loss_disc_real_1: 0.19347113370895386 (0.19596871901228724) | > loss_disc_real_2: 0.19094836711883545 (0.21096648341680624) | > loss_disc_real_3: 0.23395022749900818 (0.22988586355165305) | > loss_disc_real_4: 0.22126317024230957 (0.2323221911986669) | > loss_disc_real_5: 0.18449179828166962 (0.2219021438834179) | > loss_0: 2.3529036045074463 (2.3594948584774893) | > grad_norm_0: tensor(27.9983, device='cuda:0') (tensor(18.1243, device='cuda:0')) | > loss_gen: 2.3589792251586914 (2.4914589330374466) | > loss_kl: 2.061216354370117 (2.027609031841935) | > loss_feat: 6.593695163726807 (6.976994395734795) | > loss_mel: 16.50484275817871 (17.109769078143625) | > loss_duration: 2.1051511764526367 (2.0235961876719837) | > loss_1: 29.623886108398438 (30.629427691540087) | > grad_norm_1: tensor(357.4300, device='cuda:0') (tensor(214.0029, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.4039 (0.38391687496598936) | > loader_time: 0.0052 (0.004150499780494046)  --> TIME: 2024-06-12 03:20:23 -- STEP: 274/330 -- GLOBAL_STEP: 357225 | > loss_disc: 2.3702445030212402 (2.3632635243617712) | > loss_disc_real_0: 0.15791699290275574 (0.11646709863069284) | > loss_disc_real_1: 0.19466374814510345 (0.1966334676546772) | > loss_disc_real_2: 0.22597000002861023 (0.21127784061823446) | > loss_disc_real_3: 0.20490948855876923 (0.22975408878639667) | > loss_disc_real_4: 0.2468547374010086 (0.23232332905278588) | > loss_disc_real_5: 0.2510448694229126 (0.22236488406022967) | > loss_0: 2.3702445030212402 (2.3632635243617712) | > grad_norm_0: tensor(55.5481, device='cuda:0') (tensor(18.9148, device='cuda:0')) | > loss_gen: 2.5466995239257812 (2.487129463766612) | > loss_kl: 2.1363718509674072 (2.034877726196371) | > loss_feat: 6.886612892150879 (6.976252376598162) | > loss_mel: 16.282928466796875 (17.072192362625234) | > loss_duration: 2.125826358795166 (2.03265762720665) | > loss_1: 29.978437423706055 (30.603109624264015) | > grad_norm_1: tensor(714.1262, device='cuda:0') (tensor(227.7618, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.4546 (0.38813670447272963) | > loader_time: 0.0058 (0.004279781432047378)  --> TIME: 2024-06-12 03:20:35 -- STEP: 299/330 -- GLOBAL_STEP: 357250 | > loss_disc: 2.2633450031280518 (2.363652035544151) | > loss_disc_real_0: 0.08925335109233856 (0.11733534917185538) | > loss_disc_real_1: 0.16898836195468903 (0.19666126485054308) | > loss_disc_real_2: 0.23642945289611816 (0.21137120447629268) | > loss_disc_real_3: 0.23619000613689423 (0.22980510809748467) | > loss_disc_real_4: 0.238157719373703 (0.23227588099779492) | > loss_disc_real_5: 0.18755973875522614 (0.22161607892816282) | > loss_0: 2.2633450031280518 (2.363652035544151) | > grad_norm_0: tensor(10.3259, device='cuda:0') (tensor(20.6747, device='cuda:0')) | > loss_gen: 2.7657339572906494 (2.4893031471150366) | > loss_kl: 2.1770637035369873 (2.0397078771654953) | > loss_feat: 7.318526268005371 (7.0000469644731504) | > loss_mel: 16.833322525024414 (17.039696817812708) | > loss_duration: 2.1965324878692627 (2.0436767419445085) | > loss_1: 31.291179656982422 (30.612431618680922) | > grad_norm_1: tensor(698.2040, device='cuda:0') (tensor(253.4426, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.4675 (0.3938865589856303) | > loader_time: 0.0062 (0.004445186825500283)  --> TIME: 2024-06-12 03:20:49 -- STEP: 324/330 -- GLOBAL_STEP: 357275 | > loss_disc: 2.463092088699341 (2.3676295574800483) | > loss_disc_real_0: 0.19089525938034058 (0.11938323972769725) | > loss_disc_real_1: 0.19140908122062683 (0.19722223884345574) | > loss_disc_real_2: 0.2049005925655365 (0.21162287233236396) | > loss_disc_real_3: 0.2039886862039566 (0.2296852904981301) | > loss_disc_real_4: 0.2668406665325165 (0.2322089485824108) | > loss_disc_real_5: 0.2539227306842804 (0.22112005714465072) | > loss_0: 2.463092088699341 (2.3676295574800483) | > grad_norm_0: tensor(17.6679, device='cuda:0') (tensor(22.5185, device='cuda:0')) | > loss_gen: 2.3832738399505615 (2.490239840966682) | > loss_kl: 2.160634994506836 (2.048657996786963) | > loss_feat: 8.473494529724121 (7.04972270683006) | > loss_mel: 16.867252349853516 (17.015124750726013) | > loss_duration: 2.2584285736083984 (2.058379518029131) | > loss_1: 32.14308166503906 (30.66212483982981) | > grad_norm_1: tensor(215.9255, device='cuda:0') (tensor(274.2552, device='cuda:0')) | > current_lr_0: 0.00018062733729596773 | > current_lr_1: 0.00018062733729596773 | > step_time: 0.5904 (0.4045401289139263) | > loader_time: 0.008 (0.004683278960946165)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.595388650894165 (2.595388650894165) | > loss_disc_real_0: 0.15543386340141296 (0.15543386340141296) | > loss_disc_real_1: 0.17892807722091675 (0.17892807722091675) | > loss_disc_real_2: 0.2731037735939026 (0.2731037735939026) | > loss_disc_real_3: 0.3047831356525421 (0.3047831356525421) | > loss_disc_real_4: 0.2307499498128891 (0.2307499498128891) | > loss_disc_real_5: 0.2672649323940277 (0.2672649323940277) | > loss_0: 2.595388650894165 (2.595388650894165) | > loss_gen: 2.2199528217315674 (2.2199528217315674) | > loss_kl: 1.9448785781860352 (1.9448785781860352) | > loss_feat: 5.011351108551025 (5.011351108551025) | > loss_mel: 15.191747665405273 (15.191747665405273) | > loss_duration: 3.164179801940918 (3.164179801940918) | > loss_1: 27.53211212158203 (27.53211212158203)  --> STEP: 1 | > loss_disc: 2.403113842010498 (2.403113842010498) | > loss_disc_real_0: 0.10930290073156357 (0.10930290073156357) | > loss_disc_real_1: 0.1555168330669403 (0.1555168330669403) | > loss_disc_real_2: 0.18215273320674896 (0.18215273320674896) | > loss_disc_real_3: 0.22683584690093994 (0.22683584690093994) | > loss_disc_real_4: 0.22870463132858276 (0.22870463132858276) | > loss_disc_real_5: 0.22173522412776947 (0.22173522412776947) | > loss_0: 2.403113842010498 (2.403113842010498) | > loss_gen: 2.060451030731201 (2.060451030731201) | > loss_kl: 3.0937421321868896 (3.0937421321868896) | > loss_feat: 6.134467601776123 (6.134467601776123) | > loss_mel: 16.308216094970703 (16.308216094970703) | > loss_duration: 2.494074821472168 (2.494074821472168) | > loss_1: 30.090953826904297 (30.090953826904297)  --> STEP: 2 | > loss_disc: 2.3549985885620117 (2.379056215286255) | > loss_disc_real_0: 0.04055873304605484 (0.0749308168888092) | > loss_disc_real_1: 0.1862165480852127 (0.1708666905760765) | > loss_disc_real_2: 0.27266207337379456 (0.22740740329027176) | > loss_disc_real_3: 0.2140922248363495 (0.22046403586864471) | > loss_disc_real_4: 0.2368314266204834 (0.23276802897453308) | > loss_disc_real_5: 0.21110498905181885 (0.21642010658979416) | > loss_0: 2.3549985885620117 (2.379056215286255) | > loss_gen: 2.1757097244262695 (2.1180803775787354) | > loss_kl: 3.365161895751953 (3.2294520139694214) | > loss_feat: 6.024460792541504 (6.0794641971588135) | > loss_mel: 18.984207153320312 (17.646211624145508) | > loss_duration: 2.535454273223877 (2.5147645473480225) | > loss_1: 33.084991455078125 (31.58797264099121)  --> STEP: 3 | > loss_disc: 2.401961326599121 (2.3866912523905435) | > loss_disc_real_0: 0.0813463032245636 (0.07706931233406067) | > loss_disc_real_1: 0.15940114855766296 (0.16704484323660532) | > loss_disc_real_2: 0.192718967795372 (0.21584459145863852) | > loss_disc_real_3: 0.243859201669693 (0.22826242446899414) | > loss_disc_real_4: 0.21648550033569336 (0.22734051942825317) | > loss_disc_real_5: 0.23131504654884338 (0.2213850865761439) | > loss_0: 2.401961326599121 (2.3866912523905435) | > loss_gen: 2.328282117843628 (2.1881476243336997) | > loss_kl: 3.7205796241760254 (3.3931612173716226) | > loss_feat: 6.973452091217041 (6.37746016184489) | > loss_mel: 19.03263282775879 (18.108352025349934) | > loss_duration: 2.303638458251953 (2.4443891843159995) | > loss_1: 34.358585357666016 (32.51151021321615)  --> STEP: 4 | > loss_disc: 2.5513672828674316 (2.4278602600097656) | > loss_disc_real_0: 0.12180431187152863 (0.08825306221842766) | > loss_disc_real_1: 0.2009715735912323 (0.17552652582526207) | > loss_disc_real_2: 0.28799858689308167 (0.2338830903172493) | > loss_disc_real_3: 0.24624064564704895 (0.23275697976350784) | > loss_disc_real_4: 0.21111179888248444 (0.223283339291811) | > loss_disc_real_5: 0.26879286766052246 (0.23323703184723854) | > loss_0: 2.5513672828674316 (2.4278602600097656) | > loss_gen: 2.1632840633392334 (2.181931734085083) | > loss_kl: 4.379447937011719 (3.6397328972816467) | > loss_feat: 6.575138092041016 (6.426879644393921) | > loss_mel: 17.03078269958496 (17.83895969390869) | > loss_duration: 2.3956923484802246 (2.4322149753570557) | > loss_1: 32.54434585571289 (32.51971912384033)  --> STEP: 5 | > loss_disc: 2.2676050662994385 (2.3958092212677) | > loss_disc_real_0: 0.18231850862503052 (0.10706615149974823) | > loss_disc_real_1: 0.16598869860172272 (0.1736189603805542) | > loss_disc_real_2: 0.18381527066230774 (0.22386952638626098) | > loss_disc_real_3: 0.2924845218658447 (0.24470248818397522) | > loss_disc_real_4: 0.21422548592090607 (0.22147176861763002) | > loss_disc_real_5: 0.19364190101623535 (0.2253180056810379) | > loss_0: 2.2676050662994385 (2.3958092212677) | > loss_gen: 2.4540817737579346 (2.2363617420196533) | > loss_kl: 2.825538158416748 (3.476893949508667) | > loss_feat: 6.230525016784668 (6.3876087188720705) | > loss_mel: 18.95366859436035 (18.061901473999022) | > loss_duration: 2.3320560455322266 (2.4121831893920898) | > loss_1: 32.795867919921875 (32.57494888305664)  --> STEP: 6 | > loss_disc: 2.583789825439453 (2.427139321962992) | > loss_disc_real_0: 0.12366226315498352 (0.10983217010895412) | > loss_disc_real_1: 0.20305147767066956 (0.17852437992890677) | > loss_disc_real_2: 0.2916885316371918 (0.2351726939280828) | > loss_disc_real_3: 0.25203651189804077 (0.2459248254696528) | > loss_disc_real_4: 0.2430155873298645 (0.2250624050696691) | > loss_disc_real_5: 0.20036740601062775 (0.2211595724026362) | > loss_0: 2.583789825439453 (2.427139321962992) | > loss_gen: 2.2158286571502686 (2.2329395612080893) | > loss_kl: 2.75176739692688 (3.356039524078369) | > loss_feat: 5.865008354187012 (6.3005086580912275) | > loss_mel: 17.853736877441406 (18.027207374572754) | > loss_duration: 2.1994009017944336 (2.3767194747924805) | > loss_1: 30.8857421875 (32.2934144337972)  --> STEP: 7 | > loss_disc: 2.4842355251312256 (2.4352959224155972) | > loss_disc_real_0: 0.09976327419281006 (0.10839375640664782) | > loss_disc_real_1: 0.18752321600914001 (0.17980992794036865) | > loss_disc_real_2: 0.22469554841518402 (0.23367595885481154) | > loss_disc_real_3: 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2.457763433456421 (2.4381043612957) | > loss_gen: 2.1615500450134277 (2.238203316926956) | > loss_kl: 2.955641746520996 (3.396828293800354) | > loss_feat: 9.083467483520508 (6.608375668525696) | > loss_mel: 17.777273178100586 (18.01120662689209) | > loss_duration: 2.3338541984558105 (2.392442464828491) | > loss_1: 34.31178665161133 (32.647056102752686)  --> STEP: 9 | > loss_disc: 2.2671308517456055 (2.419107304679023) | > loss_disc_real_0: 0.12592294812202454 (0.11667721635765499) | > loss_disc_real_1: 0.16883240640163422 (0.1784955362478892) | > loss_disc_real_2: 0.2353505641222 (0.22723617321915096) | > loss_disc_real_3: 0.2292575240135193 (0.2512934621837404) | > loss_disc_real_4: 0.19539058208465576 (0.21908662882116106) | > loss_disc_real_5: 0.1879037618637085 (0.21823758549160427) | > loss_0: 2.2671308517456055 (2.419107304679023) | > loss_gen: 2.4796159267425537 (2.2650269402398004) | > loss_kl: 2.495795249938965 (3.2967135111490884) | > loss_feat: 9.28600788116455 (6.905890358818902) | > loss_mel: 18.094032287597656 (18.020409478081596) | > loss_duration: 2.184554100036621 (2.3693437576293945) | > loss_1: 34.54000473022461 (32.857383728027344)  --> STEP: 10 | > loss_disc: 2.679919958114624 (2.445188570022583) | > loss_disc_real_0: 0.10007694363594055 (0.11501718908548356) | > loss_disc_real_1: 0.25981560349464417 (0.1866275429725647) | > loss_disc_real_2: 0.25682875514030457 (0.23019543141126633) | > loss_disc_real_3: 0.29683375358581543 (0.2558474913239479) | > loss_disc_real_4: 0.25193464756011963 (0.2223714306950569) | > loss_disc_real_5: 0.2496383637189865 (0.2213776633143425) | > loss_0: 2.679919958114624 (2.445188570022583) | > loss_gen: 2.128624200820923 (2.2513866662979125) | > loss_kl: 2.7116756439208984 (3.2382097244262695) | > loss_feat: 4.220096111297607 (6.637310934066773) | > loss_mel: 14.010957717895508 (17.619464302062987) | > loss_duration: 2.366337299346924 (2.3690431118011475) | > loss_1: 25.43769073486328 (32.115414428710935)  --> STEP: 11 | > loss_disc: 2.418426513671875 (2.4427556558088823) | > loss_disc_real_0: 0.0714024156332016 (0.11105220968073065) | > loss_disc_real_1: 0.27378609776496887 (0.19455104795369235) | > loss_disc_real_2: 0.2764012813568115 (0.2343959632244977) | > loss_disc_real_3: 0.22354978322982788 (0.25291133604266425) | > loss_disc_real_4: 0.18359850347042084 (0.2188466191291809) | > loss_disc_real_5: 0.20522575080394745 (0.21990930763157931) | > loss_0: 2.418426513671875 (2.4427556558088823) | > loss_gen: 2.3590505123138428 (2.261174288662997) | > loss_kl: 3.8001868724823 (3.289298556067727) | > loss_feat: 7.3787713050842285 (6.704716422341087) | > loss_mel: 19.602466583251953 (17.79973723671653) | > loss_duration: 2.561339855194092 (2.386524633927779) | > loss_1: 35.70181655883789 (32.4414509859952)  --> STEP: 12 | > loss_disc: 2.6050243377685547 (2.4562780459721885) | > loss_disc_real_0: 0.0768134742975235 (0.10819898173213005) | > loss_disc_real_1: 0.23355114459991455 (0.1978010560075442) | > loss_disc_real_2: 0.28246593475341797 (0.23840179418524107) | > loss_disc_real_3: 0.29847800731658936 (0.2567085586488247) | > loss_disc_real_4: 0.25749632716178894 (0.22206742813189825) | > loss_disc_real_5: 0.18866369128227234 (0.21730550626913706) | > loss_0: 2.6050243377685547 (2.4562780459721885) | > loss_gen: 2.0869269371032715 (2.24665367603302) | > loss_kl: 2.574131488800049 (3.229701300462087) | > loss_feat: 5.094597816467285 (6.5705398718516035) | > loss_mel: 15.018768310546875 (17.567989826202393) | > loss_duration: 2.3316521644592285 (2.381951928138733) | > loss_1: 27.106077194213867 (31.99683650334676)  --> STEP: 13 | > loss_disc: 2.4646613597869873 (2.4569229162656345) | > loss_disc_real_0: 0.09758678078651428 (0.1073826585824673) | > loss_disc_real_1: 0.15177708864212036 (0.19426075082558852) | > loss_disc_real_2: 0.2541172206401825 (0.23961067314331347) | > loss_disc_real_3: 0.28769242763519287 (0.25909193318623763) | > loss_disc_real_4: 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2.1983797550201416 (2.237505163465227) | > loss_kl: 4.032959938049316 (3.281069585255214) | > loss_feat: 5.933932781219482 (6.623324871063232) | > loss_mel: 17.77045440673828 (17.536010742187504) | > loss_duration: 2.4218828678131104 (2.3795679807662964) | > loss_1: 32.357608795166016 (32.057478359767366)  --> STEP: 15 | > loss_disc: 2.460949182510376 (2.4528871218363446) | > loss_disc_real_0: 0.17591087520122528 (0.11348404387633006) | > loss_disc_real_1: 0.2000226080417633 (0.19264885187149047) | > loss_disc_real_2: 0.3409043252468109 (0.24675478239854176) | > loss_disc_real_3: 0.24330216646194458 (0.25650143027305605) | > loss_disc_real_4: 0.18789994716644287 (0.2187647630771001) | > loss_disc_real_5: 0.20039305090904236 (0.2131126304467519) | > loss_0: 2.460949182510376 (2.4528871218363446) | > loss_gen: 2.352320671081543 (2.2451595306396483) | > loss_kl: 3.4517290592193604 (3.2924468835194904) | > loss_feat: 6.687435150146484 (6.627598889668783) | > loss_mel: 17.202035903930664 (17.513745752970383) | > loss_duration: 2.3627991676330566 (2.378450059890747) | > loss_1: 32.05632019042969 (32.057401148478185)  --> STEP: 16 | > loss_disc: 2.7291574478149414 (2.4701540172100067) | > loss_disc_real_0: 0.2082345336675644 (0.1194059494882822) | > loss_disc_real_1: 0.21920077502727509 (0.19430834706872702) | > loss_disc_real_2: 0.324593186378479 (0.25161968264728785) | > loss_disc_real_3: 0.22674408555030823 (0.2546415962278843) | > loss_disc_real_4: 0.22886846959590912 (0.21939624473452568) | > loss_disc_real_5: 0.27004820108413696 (0.21667110361158848) | > loss_0: 2.7291574478149414 (2.4701540172100067) | > loss_gen: 2.2020909786224365 (2.2424677461385727) | > loss_kl: 2.427164077758789 (3.2383667081594467) | > loss_feat: 7.038451194763184 (6.653277158737183) | > loss_mel: 15.464296340942383 (17.38565516471863) | > loss_duration: 2.438537359237671 (2.38220551609993) | > loss_1: 29.570541381835938 (31.901972413063046)  --> STEP: 17 | > loss_disc: 2.5916895866394043 (2.4773031683529125) | > loss_disc_real_0: 0.1593109667301178 (0.12175330344368429) | > loss_disc_real_1: 0.15207251906394958 (0.19182388659785776) | > loss_disc_real_2: 0.2691532373428345 (0.2526510682176141) | > loss_disc_real_3: 0.26066482067108154 (0.2549959035480724) | > loss_disc_real_4: 0.2153925895690918 (0.21916073560714722) | > loss_disc_real_5: 0.31992629170417786 (0.2227449382052702) | > loss_0: 2.5916895866394043 (2.4773031683529125) | > loss_gen: 2.180091381072998 (2.238798548193539) | > loss_kl: 2.6806142330169678 (3.2055577390334187) | > loss_feat: 5.955400466918945 (6.612225588630228) | > loss_mel: 17.58213996887207 (17.397213094374717) | > loss_duration: 2.4579994678497314 (2.386663983849918) | > loss_1: 30.856246948242188 (31.84045915042653)  --> STEP: 18 | > loss_disc: 2.4723925590515137 (2.477030356725057) | > loss_disc_real_0: 0.14904986321926117 (0.1232697789867719) | > loss_disc_real_1: 0.14433550834655762 (0.18918564336167443) | > loss_disc_real_2: 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(2.3674702303750172) | > loss_1: 27.614469528198242 (31.56371280125209)  --> STEP: 22 | > loss_disc: 2.393540382385254 (2.4721210436387495) | > loss_disc_real_0: 0.10292642563581467 (0.12767010656270114) | > loss_disc_real_1: 0.18151775002479553 (0.19258452680977908) | > loss_disc_real_2: 0.1508433222770691 (0.24796654284000397) | > loss_disc_real_3: 0.1915210634469986 (0.2527204948392781) | > loss_disc_real_4: 0.22083857655525208 (0.22550600360740314) | > loss_disc_real_5: 0.18968205153942108 (0.2262925146655603) | > loss_0: 2.393540382385254 (2.4721210436387495) | > loss_gen: 2.0328481197357178 (2.253870270468972) | > loss_kl: 2.3503241539001465 (3.059204264120622) | > loss_feat: 6.679468631744385 (6.685270916331898) | > loss_mel: 16.696138381958008 (17.132557695562188) | > loss_duration: 2.2122817039489746 (2.3604162064465606) | > loss_1: 29.97106170654297 (31.491319569674406)  --> STEP: 23 | > loss_disc: 2.5415472984313965 (2.4751395764558213) | > loss_disc_real_0: 0.24512222409248352 (0.13277672036834384) | > loss_disc_real_1: 0.1955409198999405 (0.1927130656397861) | > loss_disc_real_2: 0.24245165288448334 (0.2477267650158509) | > loss_disc_real_3: 0.25024476647377014 (0.25261285447556037) | > loss_disc_real_4: 0.2275093048810959 (0.2255931036627811) | > loss_disc_real_5: 0.2761635184288025 (0.22846081917700561) | > loss_0: 2.5415472984313965 (2.4751395764558213) | > loss_gen: 2.363567590713501 (2.2586397191752563) | > loss_kl: 2.4318225383758545 (3.031926797783893) | > loss_feat: 6.686863422393799 (6.685340155725894) | > loss_mel: 17.261232376098633 (17.13815224688986) | > loss_duration: 2.3143370151519775 (2.358412763346796) | > loss_1: 31.05782127380371 (31.472471817680027)  --> STEP: 24 | > loss_disc: 2.2389049530029297 (2.465296467145284) | > loss_disc_real_0: 0.0680997297167778 (0.13008184575786194) | > loss_disc_real_1: 0.14706702530384064 (0.19081114729245505) | > loss_disc_real_2: 0.21142971515655518 (0.24621438793838024) | > loss_disc_real_3: 0.21139715611934662 (0.2508955337107181) | > loss_disc_real_4: 0.16440755128860474 (0.22304370564719042) | > loss_disc_real_5: 0.13395775854587555 (0.22452319165070853) | > loss_0: 2.2389049530029297 (2.465296467145284) | > loss_gen: 2.2266993522644043 (2.257308870553971) | > loss_kl: 2.3419947624206543 (3.0031796296437583) | > loss_feat: 9.347952842712402 (6.796282351016998) | > loss_mel: 18.537954330444336 (17.19647733370463) | > loss_duration: 2.4174718856811523 (2.3608735601107274) | > loss_1: 34.872074127197266 (31.614121913909912)  --> STEP: 25 | > loss_disc: 2.5854945182800293 (2.470104389190674) | > loss_disc_real_0: 0.1485707014799118 (0.1308213999867439) | > loss_disc_real_1: 0.1904364973306656 (0.19079616129398347) | > loss_disc_real_2: 0.24977228045463562 (0.24635670363903045) | > loss_disc_real_3: 0.2475411295890808 (0.2507613575458526) | > loss_disc_real_4: 0.2967243194580078 (0.2259909301996231) | > loss_disc_real_5: 0.24240265786647797 (0.2252383702993393) | > loss_0: 2.5854945182800293 (2.470104389190674) | > loss_gen: 2.13424015045166 (2.2523861217498786) | > loss_kl: 2.8095078468322754 (2.9954327583312987) | > loss_feat: 4.76951265335083 (6.715211563110351) | > loss_mel: 16.399906158447266 (17.164614486694337) | > loss_duration: 2.422351360321045 (2.36333267211914) | > loss_1: 28.535518646240234 (31.490977783203125)  --> STEP: 26 | > loss_disc: 2.137164831161499 (2.4572990215741672) | > loss_disc_real_0: 0.049674224108457565 (0.12770035476065597) | > loss_disc_real_1: 0.12330438941717148 (0.18820032391410607) | > loss_disc_real_2: 0.15036258101463318 (0.24266462199963057) | > loss_disc_real_3: 0.11079953610897064 (0.24537821056751097) | > loss_disc_real_4: 0.11656836420297623 (0.22178236996898285) | > loss_disc_real_5: 0.13762266933918 (0.22186853564702547) | > loss_0: 2.137164831161499 (2.4572990215741672) | > loss_gen: 2.158188581466675 (2.248763139431294) | > loss_kl: 2.3350048065185547 (2.970031683261578) | > loss_feat: 14.706297874450684 (7.022561036623442) | > loss_mel: 20.238000869750977 (17.282821655273438) | > loss_duration: 2.324371814727783 (2.361834177604088) | > loss_1: 41.761863708496094 (31.886011857252853) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023286159221942607 (-6.870123056265057e-05) | > avg_loss_disc: 2.4572990215741672 (+0.017813700896043283) | > avg_loss_disc_real_0: 0.12770035476065597 (-0.019230479661088734) | > avg_loss_disc_real_1: 0.18820032391410607 (-0.0942359506510771) | > avg_loss_disc_real_2: 0.24266462199963057 (+0.016246212216523975) | > avg_loss_disc_real_3: 0.24537821056751097 (+0.01647686729064346) | > avg_loss_disc_real_4: 0.22178236996898285 (-0.05679331519282779) | > avg_loss_disc_real_5: 0.22186853564702547 (-0.034680338433155655) | > avg_loss_0: 2.4572990215741672 (+0.017813700896043283) | > avg_loss_gen: 2.248763139431294 (-0.40745759468812137) | > avg_loss_kl: 2.970031683261578 (-0.07930498856764556) | > avg_loss_feat: 7.022561036623442 (+0.21722498306861304) | > avg_loss_mel: 17.282821655273438 (+0.11608442893394866) | > avg_loss_duration: 2.361834177604088 (+0.025701761245727095) | > avg_loss_1: 31.886011857252853 (-0.1277512770432736)  > EPOCH: 816/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:21:12)   --> TIME: 2024-06-12 03:21:20 -- STEP: 19/330 -- GLOBAL_STEP: 357300 | > loss_disc: 2.3721985816955566 (2.3264600101270174) | > loss_disc_real_0: 0.09093053638935089 (0.10183662960403844) | > loss_disc_real_1: 0.21001878380775452 (0.19504812987227188) | > loss_disc_real_2: 0.1792140156030655 (0.20847742573211067) | > loss_disc_real_3: 0.22292844951152802 (0.22669754294972672) | > loss_disc_real_4: 0.24964717030525208 (0.22955485080417834) | > loss_disc_real_5: 0.24729828536510468 (0.21879913148127103) | > loss_0: 2.3721985816955566 (2.3264600101270174) | > grad_norm_0: tensor(6.4028, device='cuda:0') (tensor(8.1270, device='cuda:0')) | > loss_gen: 2.4220874309539795 (2.4751821693621183) | > loss_kl: 2.0019216537475586 (1.9568964054709987) | > loss_feat: 7.233766555786133 (6.917189698470266) | > loss_mel: 16.808330535888672 (17.400801909597295) | > loss_duration: 1.95986008644104 (2.0467719843513086) | > loss_1: 30.42596435546875 (30.796841771979082) | > grad_norm_1: tensor(97.2652, device='cuda:0') (tensor(81.1917, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.354 (0.37793136897839996) | > loader_time: 0.0034 (0.0033168039823833263)  --> TIME: 2024-06-12 03:21:30 -- STEP: 44/330 -- GLOBAL_STEP: 357325 | > loss_disc: 2.330094814300537 (2.333549667488444) | > loss_disc_real_0: 0.12278337776660919 (0.10279265232384205) | > loss_disc_real_1: 0.1954977810382843 (0.19709345258095048) | > loss_disc_real_2: 0.2178112119436264 (0.2063074508173899) | > loss_disc_real_3: 0.23521468043327332 (0.22711220586841757) | > loss_disc_real_4: 0.22486348450183868 (0.2303001264279539) | > loss_disc_real_5: 0.23920921981334686 (0.22390656240961768) | > loss_0: 2.330094814300537 (2.333549667488444) | > grad_norm_0: tensor(4.1308, device='cuda:0') (tensor(8.6252, device='cuda:0')) | > loss_gen: 2.413707971572876 (2.4871222431009463) | > loss_kl: 1.7582083940505981 (1.9665298380635001) | > loss_feat: 8.028813362121582 (6.993743755600669) | > loss_mel: 17.79667091369629 (17.282587224786933) | > loss_duration: 1.9103648662567139 (1.9996572082692923) | > loss_1: 31.907764434814453 (30.729640093716707) | > grad_norm_1: tensor(99.7585, device='cuda:0') (tensor(90.0366, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.3845 (0.3778823559934443) | > loader_time: 0.0051 (0.0035710605708035555)  --> TIME: 2024-06-12 03:21:40 -- STEP: 69/330 -- GLOBAL_STEP: 357350 | > loss_disc: 2.367114782333374 (2.3504397765449854) | > loss_disc_real_0: 0.08857284486293793 (0.10424966872602269) | > loss_disc_real_1: 0.16215859353542328 (0.1962601492802302) | > loss_disc_real_2: 0.20779138803482056 (0.20903420858625052) | > loss_disc_real_3: 0.2251894176006317 (0.22759594541528952) | > loss_disc_real_4: 0.19779722392559052 (0.23167127845943838) | > loss_disc_real_5: 0.20901252329349518 (0.22616348707157632) | > loss_0: 2.367114782333374 (2.3504397765449854) | > grad_norm_0: tensor(6.9027, device='cuda:0') (tensor(8.8102, device='cuda:0')) | > loss_gen: 2.4243526458740234 (2.465078429899354) | > loss_kl: 1.8195267915725708 (1.9730878964714382) | > loss_feat: 6.866606712341309 (6.954672841058261) | > loss_mel: 16.305919647216797 (17.216842319654383) | > loss_duration: 1.9162874221801758 (1.9877786290818367) | > loss_1: 29.33269500732422 (30.597459958947223) | > grad_norm_1: tensor(38.9417, device='cuda:0') (tensor(92.1096, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.3793 (0.3778601556584455) | > loader_time: 0.004 (0.003700543141019517)  --> TIME: 2024-06-12 03:21:49 -- STEP: 94/330 -- GLOBAL_STEP: 357375 | > loss_disc: 2.384949207305908 (2.3546911579497323) | > loss_disc_real_0: 0.11978310346603394 (0.10639576867539834) | > loss_disc_real_1: 0.16235826909542084 (0.1961125679155614) | > loss_disc_real_2: 0.20549054443836212 (0.20950329589082836) | > loss_disc_real_3: 0.22635619342327118 (0.22803163956454459) | > loss_disc_real_4: 0.2358078807592392 (0.23207075592685253) | > loss_disc_real_5: 0.2211482971906662 (0.22523432431068827) | > loss_0: 2.384949207305908 (2.3546911579497323) | > grad_norm_0: tensor(7.8601, device='cuda:0') (tensor(8.9369, device='cuda:0')) | > loss_gen: 2.4912636280059814 (2.4609210034634206) | > loss_kl: 2.093613386154175 (1.9747185250546069) | > loss_feat: 6.590591907501221 (6.932060916373071) | > loss_mel: 17.638980865478516 (17.211029986117754) | > loss_duration: 2.0025525093078613 (1.9857054923443085) | > loss_1: 30.817001342773438 (30.564435735661935) | > grad_norm_1: tensor(54.6811, device='cuda:0') (tensor(95.4833, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.3592 (0.37622396489407156) | > loader_time: 0.0036 (0.003716712302349983)  --> TIME: 2024-06-12 03:21:59 -- STEP: 119/330 -- GLOBAL_STEP: 357400 | > loss_disc: 2.3964223861694336 (2.3555638149005023) | > loss_disc_real_0: 0.10737051069736481 (0.10825435685760836) | > loss_disc_real_1: 0.1844189614057541 (0.19584370060127326) | > loss_disc_real_2: 0.21454814076423645 (0.21085268121306633) | > loss_disc_real_3: 0.2142164409160614 (0.2289312013557979) | > loss_disc_real_4: 0.23693028092384338 (0.23196708529937168) | > loss_disc_real_5: 0.2412918657064438 (0.22537570277682872) | > loss_0: 2.3964223861694336 (2.3555638149005023) | > grad_norm_0: tensor(6.1390, device='cuda:0') (tensor(8.7763, device='cuda:0')) | > loss_gen: 2.3973422050476074 (2.47020728447858) | > loss_kl: 1.9635379314422607 (1.9800788264314668) | > loss_feat: 7.379247665405273 (6.971708357835016) | > loss_mel: 17.445852279663086 (17.23096034907494) | > loss_duration: 1.9829304218292236 (1.9883400422184407) | > loss_1: 31.168912887573242 (30.641294735820352) | > grad_norm_1: tensor(57.3187, device='cuda:0') (tensor(96.8743, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.3568 (0.3746977233085312) | > loader_time: 0.0039 (0.003766228170955882)  --> TIME: 2024-06-12 03:22:08 -- STEP: 144/330 -- GLOBAL_STEP: 357425 | > loss_disc: 2.3289575576782227 (2.3617591940694385) | > loss_disc_real_0: 0.09698554873466492 (0.11002700951778228) | > loss_disc_real_1: 0.21861615777015686 (0.19583626350180972) | > loss_disc_real_2: 0.18113026022911072 (0.21151260089957044) | > loss_disc_real_3: 0.20669259130954742 (0.2290206015523937) | > loss_disc_real_4: 0.22032444179058075 (0.23130800523277786) | > loss_disc_real_5: 0.1996307671070099 (0.22450313147985268) | > loss_0: 2.3289575576782227 (2.3617591940694385) | > grad_norm_0: tensor(7.3051, device='cuda:0') (tensor(8.9492, device='cuda:0')) | > loss_gen: 2.5638856887817383 (2.465438766611947) | > loss_kl: 2.073786973953247 (1.990371433397134) | > loss_feat: 7.982480049133301 (6.978676242960824) | > loss_mel: 17.652935028076172 (17.240467548370365) | > loss_duration: 2.0048165321350098 (1.994000833067629) | > loss_1: 32.27790451049805 (30.66895474327935) | > grad_norm_1: tensor(88.8504, device='cuda:0') (tensor(98.7766, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.3666 (0.3744750602377785) | > loader_time: 0.0041 (0.0038438919517729017)  --> TIME: 2024-06-12 03:22:18 -- STEP: 169/330 -- GLOBAL_STEP: 357450 | > loss_disc: 2.356078863143921 (2.367320471261379) | > loss_disc_real_0: 0.11625358462333679 (0.11185339714824803) | > loss_disc_real_1: 0.18119129538536072 (0.19629002940019913) | > loss_disc_real_2: 0.19961515069007874 (0.21113817014637776) | > loss_disc_real_3: 0.23239000141620636 (0.22992563917792055) | > loss_disc_real_4: 0.24250422418117523 (0.23233137054908912) | > loss_disc_real_5: 0.23517312109470367 (0.22472381688786677) | > loss_0: 2.356078863143921 (2.367320471261379) | > grad_norm_0: tensor(10.1267, device='cuda:0') (tensor(9.2426, device='cuda:0')) | > loss_gen: 2.4478371143341064 (2.4618236637679773) | > loss_kl: 1.9465858936309814 (2.0021803809340892) | > loss_feat: 7.273427963256836 (6.954157439914681) | > loss_mel: 17.204635620117188 (17.226757241424014) | > loss_duration: 2.0434834957122803 (2.000113135258827) | > loss_1: 30.915969848632812 (30.64503182179829) | > grad_norm_1: tensor(63.9567, device='cuda:0') (tensor(101.4030, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.3898 (0.3763110708202837) | > loader_time: 0.0045 (0.003955361405773275)  --> TIME: 2024-06-12 03:22:28 -- STEP: 194/330 -- GLOBAL_STEP: 357475 | > loss_disc: 2.415834426879883 (2.3683861039348484) | > loss_disc_real_0: 0.11294697225093842 (0.11280325930757623) | > loss_disc_real_1: 0.1872628927230835 (0.19625491241818852) | > loss_disc_real_2: 0.22517479956150055 (0.21112141988633826) | > loss_disc_real_3: 0.22442376613616943 (0.23008002087320248) | > loss_disc_real_4: 0.2277406007051468 (0.23290769110635384) | > loss_disc_real_5: 0.21791133284568787 (0.2247829904261323) | > loss_0: 2.415834426879883 (2.3683861039348484) | > grad_norm_0: tensor(8.5434, device='cuda:0') (tensor(9.7580, device='cuda:0')) | > loss_gen: 2.3786563873291016 (2.4605715250231546) | > loss_kl: 2.210512638092041 (2.010780451838503) | > loss_feat: 6.303523063659668 (6.947286040512557) | > loss_mel: 17.15548324584961 (17.198513896194928) | > loss_duration: 2.0380072593688965 (2.0078865787417617) | > loss_1: 30.086183547973633 (30.62503845175517) | > grad_norm_1: tensor(100.4497, device='cuda:0') (tensor(113.9925, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.4122 (0.37940543705655133) | > loader_time: 0.0057 (0.004108151209723088)  --> TIME: 2024-06-12 03:22:39 -- STEP: 219/330 -- GLOBAL_STEP: 357500 | > loss_disc: 2.3039114475250244 (2.371397115324185) | > loss_disc_real_0: 0.12581174075603485 (0.11454267622945517) | > loss_disc_real_1: 0.1748257875442505 (0.1961966312775329) | > loss_disc_real_2: 0.19540175795555115 (0.2113030757669988) | > loss_disc_real_3: 0.22262726724147797 (0.23026965361207588) | > loss_disc_real_4: 0.2588711082935333 (0.23292712472617355) | > loss_disc_real_5: 0.24537290632724762 (0.22501556146634766) | > loss_0: 2.3039114475250244 (2.371397115324185) | > grad_norm_0: tensor(25.9728, device='cuda:0') (tensor(11.3030, device='cuda:0')) | > loss_gen: 2.532900333404541 (2.456596746836622) | > loss_kl: 2.045609474182129 (2.016451408329619) | > loss_feat: 7.346688270568848 (6.945550740037334) | > loss_mel: 17.507081985473633 (17.163024880570365) | > loss_duration: 2.095242738723755 (2.01605827460006) | > loss_1: 31.527523040771484 (30.59768204710799) | > grad_norm_1: tensor(289.7206, device='cuda:0') (tensor(131.9436, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.4084 (0.38281161600051955) | > loader_time: 0.0053 (0.004248558114108429) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_357500.pth  --> TIME: 2024-06-12 03:22:55 -- STEP: 244/330 -- GLOBAL_STEP: 357525 | > loss_disc: 2.3898727893829346 (2.370612680912017) | > loss_disc_real_0: 0.11142183840274811 (0.11588080291498881) | > loss_disc_real_1: 0.19803784787654877 (0.19596881077426379) | > loss_disc_real_2: 0.22535304725170135 (0.21115204575853264) | > loss_disc_real_3: 0.24179059267044067 (0.2300176981409065) | > loss_disc_real_4: 0.2964608669281006 (0.23278494826594337) | > loss_disc_real_5: 0.27697861194610596 (0.22321358622341855) | > loss_0: 2.3898727893829346 (2.370612680912017) | > grad_norm_0: tensor(44.4537, device='cuda:0') (tensor(13.3940, device='cuda:0')) | > loss_gen: 2.6877009868621826 (2.4656186318788365) | > loss_kl: 2.0888991355895996 (2.0198494401134424) | > loss_feat: 6.952215194702148 (6.960043617936432) | > loss_mel: 16.419864654541016 (17.13615712572316) | > loss_duration: 2.034273147583008 (2.0250855151747107) | > loss_1: 30.182952880859375 (30.60675431079552) | > grad_norm_1: tensor(533.5048, device='cuda:0') (tensor(156.4290, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.4428 (0.386942708101429) | > loader_time: 0.006 (0.004432157414858457)  --> TIME: 2024-06-12 03:23:06 -- STEP: 269/330 -- GLOBAL_STEP: 357550 | > loss_disc: 2.3499889373779297 (2.368580072785841) | > loss_disc_real_0: 0.07026062905788422 (0.1168421462565993) | > loss_disc_real_1: 0.21533216536045074 (0.19586150902133007) | > loss_disc_real_2: 0.18933655321598053 (0.21119215430823396) | > loss_disc_real_3: 0.22611546516418457 (0.23031757356508956) | > loss_disc_real_4: 0.1846228390932083 (0.23235126737103587) | > loss_disc_real_5: 0.15385644137859344 (0.22258778376207033) | > loss_0: 2.3499889373779297 (2.368580072785841) | > grad_norm_0: tensor(24.2862, device='cuda:0') (tensor(15.7185, device='cuda:0')) | > loss_gen: 2.4981307983398438 (2.471500283280269) | > loss_kl: 2.100135326385498 (2.021646010388229) | > loss_feat: 6.844482421875 (6.984912352934202) | > loss_mel: 16.196104049682617 (17.09889003512584) | > loss_duration: 2.1249661445617676 (2.0334861912248754) | > loss_1: 29.763818740844727 (30.6104349115081) | > grad_norm_1: tensor(538.5552, device='cuda:0') (tensor(183.7700, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.4333 (0.39040272209280935) | > loader_time: 0.0061 (0.0045535670780337874)  --> TIME: 2024-06-12 03:23:17 -- STEP: 294/330 -- GLOBAL_STEP: 357575 | > loss_disc: 2.397805690765381 (2.3708405713645777) | > loss_disc_real_0: 0.12571142613887787 (0.11813396757760018) | > loss_disc_real_1: 0.21479091048240662 (0.19628644724484204) | > loss_disc_real_2: 0.2146778702735901 (0.21130537003481473) | > loss_disc_real_3: 0.21325267851352692 (0.23015275420177544) | > loss_disc_real_4: 0.20287632942199707 (0.23219253720880365) | > loss_disc_real_5: 0.1913606822490692 (0.2220940536686352) | > loss_0: 2.397805690765381 (2.3708405713645777) | > grad_norm_0: tensor(30.5958, device='cuda:0') (tensor(16.9539, device='cuda:0')) | > loss_gen: 2.430657386779785 (2.4712290471913856) | > loss_kl: 2.017319917678833 (2.0243101805245787) | > loss_feat: 6.884704113006592 (6.985225521788307) | > loss_mel: 17.027856826782227 (17.041174700471004) | > loss_duration: 2.1846723556518555 (2.0437098932104054) | > loss_1: 30.545211791992188 (30.56564935048421) | > grad_norm_1: tensor(361.6433, device='cuda:0') (tensor(204.9714, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.4687 (0.3954193729932616) | > loader_time: 0.0073 (0.004700921830676851)  --> TIME: 2024-06-12 03:23:30 -- STEP: 319/330 -- GLOBAL_STEP: 357600 | > loss_disc: 2.4023163318634033 (2.3720290907498063) | > loss_disc_real_0: 0.119707390666008 (0.1189923896264507) | > loss_disc_real_1: 0.18289901316165924 (0.19661972155578458) | > loss_disc_real_2: 0.16829393804073334 (0.2114691938445859) | > loss_disc_real_3: 0.2689434289932251 (0.2302477544284539) | > loss_disc_real_4: 0.25158557295799255 (0.2320954353551506) | > loss_disc_real_5: 0.24294468760490417 (0.22223169092661157) | > loss_0: 2.4023163318634033 (2.3720290907498063) | > grad_norm_0: tensor(9.4420, device='cuda:0') (tensor(17.4050, device='cuda:0')) | > loss_gen: 2.4512107372283936 (2.468372901031589) | > loss_kl: 2.1054837703704834 (2.0274776310008873) | > loss_feat: 7.695816993713379 (7.002942387213156) | > loss_mel: 16.87788963317871 (17.004808958047597) | > loss_duration: 2.228283405303955 (2.057615175142557) | > loss_1: 31.358684539794922 (30.561217059909737) | > grad_norm_1: tensor(234.2545, device='cuda:0') (tensor(212.9797, device='cuda:0')) | > current_lr_0: 0.00018060475887880572 | > current_lr_1: 0.00018060475887880572 | > step_time: 0.5693 (0.404817426466269) | > loader_time: 0.0083 (0.004929041787748426)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5757267475128174 (2.5757267475128174) | > loss_disc_real_0: 0.2023898810148239 (0.2023898810148239) | > loss_disc_real_1: 0.16846036911010742 (0.16846036911010742) | > loss_disc_real_2: 0.22492073476314545 (0.22492073476314545) | > loss_disc_real_3: 0.2684982419013977 (0.2684982419013977) | > loss_disc_real_4: 0.3099106252193451 (0.3099106252193451) | > loss_disc_real_5: 0.2373780906200409 (0.2373780906200409) | > loss_0: 2.5757267475128174 (2.5757267475128174) | > loss_gen: 2.291800022125244 (2.291800022125244) | > loss_kl: 2.4380979537963867 (2.4380979537963867) | > loss_feat: 5.0369110107421875 (5.0369110107421875) | > loss_mel: 14.615092277526855 (14.615092277526855) | > loss_duration: 3.151305913925171 (3.151305913925171) | > loss_1: 27.533206939697266 (27.533206939697266)  --> STEP: 1 | > loss_disc: 2.379732847213745 (2.379732847213745) | > loss_disc_real_0: 0.20498622953891754 (0.20498622953891754) | > loss_disc_real_1: 0.20231831073760986 (0.20231831073760986) | > loss_disc_real_2: 0.20630642771720886 (0.20630642771720886) | > loss_disc_real_3: 0.206192284822464 (0.206192284822464) | > loss_disc_real_4: 0.22250032424926758 (0.22250032424926758) | > loss_disc_real_5: 0.21437540650367737 (0.21437540650367737) | > loss_0: 2.379732847213745 (2.379732847213745) | > loss_gen: 2.694887638092041 (2.694887638092041) | > loss_kl: 3.6651647090911865 (3.6651647090911865) | > loss_feat: 6.530901908874512 (6.530901908874512) | > loss_mel: 16.791751861572266 (16.791751861572266) | > loss_duration: 2.5057919025421143 (2.5057919025421143) | > loss_1: 32.188499450683594 (32.188499450683594)  --> STEP: 2 | > loss_disc: 2.4835169315338135 (2.4316248893737793) | > loss_disc_real_0: 0.19106820225715637 (0.19802721589803696) | > loss_disc_real_1: 0.14910434186458588 (0.17571132630109787) | > loss_disc_real_2: 0.25940167903900146 (0.23285405337810516) | > loss_disc_real_3: 0.19906872510910034 (0.20263050496578217) | > loss_disc_real_4: 0.22332824766635895 (0.22291428595781326) | > loss_disc_real_5: 0.20170988142490387 (0.20804264396429062) | > loss_0: 2.4835169315338135 (2.4316248893737793) | > loss_gen: 2.2825608253479004 (2.4887242317199707) | > loss_kl: 3.376894474029541 (3.5210295915603638) | > loss_feat: 5.40029764175415 (5.965599775314331) | > loss_mel: 19.052438735961914 (17.92209529876709) | > loss_duration: 2.4682869911193848 (2.4870394468307495) | > loss_1: 32.58047866821289 (32.38448905944824)  --> STEP: 3 | > loss_disc: 2.263984441757202 (2.3757447401682534) | > loss_disc_real_0: 0.15823020040988922 (0.1847615440686544) | > loss_disc_real_1: 0.1616210639476776 (0.1710145721832911) | > loss_disc_real_2: 0.16033580899238586 (0.20868130524953207) | > loss_disc_real_3: 0.1985156536102295 (0.20125888784726462) | > loss_disc_real_4: 0.2162679135799408 (0.22069882849852243) | > loss_disc_real_5: 0.19921758770942688 (0.20510095854600272) | > loss_0: 2.263984441757202 (2.3757447401682534) | > loss_gen: 2.356171131134033 (2.4445398648579917) | > loss_kl: 3.2683265209198 (3.436795234680176) | > loss_feat: 6.860016822814941 (6.263738791147868) | > loss_mel: 16.33555793762207 (17.39324951171875) | > loss_duration: 2.429821014404297 (2.467966636021932) | > loss_1: 31.249893188476562 (32.006290435791016)  --> STEP: 4 | > loss_disc: 2.4568710327148438 (2.396026313304901) | > loss_disc_real_0: 0.18181848526000977 (0.18402577936649323) | > loss_disc_real_1: 0.1845770925283432 (0.17440520226955414) | > loss_disc_real_2: 0.20063292980194092 (0.20666921138763428) | > loss_disc_real_3: 0.20033171772956848 (0.20102709531784058) | > loss_disc_real_4: 0.2706608176231384 (0.23318932577967644) | > loss_disc_real_5: 0.23989255726337433 (0.2137988582253456) | > loss_0: 2.4568710327148438 (2.396026313304901) | > loss_gen: 2.3437042236328125 (2.4193309545516968) | > loss_kl: 3.2417256832122803 (3.388027846813202) | > loss_feat: 5.435253620147705 (6.056617498397827) | > loss_mel: 17.594388961791992 (17.44353437423706) | > loss_duration: 2.4271554946899414 (2.4577638506889343) | > loss_1: 31.04222869873047 (31.76527500152588)  --> STEP: 5 | > loss_disc: 2.2939772605895996 (2.375616502761841) | > loss_disc_real_0: 0.09032218158245087 (0.16528505980968475) | > loss_disc_real_1: 0.20964407920837402 (0.1814529776573181) | > loss_disc_real_2: 0.19499143958091736 (0.2043336570262909) | > loss_disc_real_3: 0.22809378802776337 (0.20644043385982513) | > loss_disc_real_4: 0.20312830805778503 (0.22717712223529815) | > loss_disc_real_5: 0.17987199127674103 (0.2070134848356247) | > loss_0: 2.2939772605895996 (2.375616502761841) | > loss_gen: 2.3192741870880127 (2.39931960105896) | > loss_kl: 3.3136489391326904 (3.3731520652770994) | > loss_feat: 6.220115661621094 (6.08931713104248) | > loss_mel: 19.628925323486328 (17.880612564086913) | > loss_duration: 2.3017618656158447 (2.4265634536743166) | > loss_1: 33.78372573852539 (32.16896514892578)  --> STEP: 6 | > loss_disc: 2.5199356079101562 (2.3996696869532266) | > loss_disc_real_0: 0.158136248588562 (0.16409359127283096) | > loss_disc_real_1: 0.16549189388751984 (0.1787927970290184) | > loss_disc_real_2: 0.22048614919185638 (0.20702573905388513) | > loss_disc_real_3: 0.26032283902168274 (0.21542083472013474) | > loss_disc_real_4: 0.31874462962150574 (0.24243837346633276) | > loss_disc_real_5: 0.24895066022872925 (0.21400301406780878) | > loss_0: 2.5199356079101562 (2.3996696869532266) | > loss_gen: 2.4033987522125244 (2.399999459584554) | > loss_kl: 3.3040552139282227 (3.36163592338562) | > loss_feat: 5.415747165679932 (5.977055470148723) | > loss_mel: 17.738380432128906 (17.85690720876058) | > loss_duration: 2.2054896354675293 (2.3897178173065186) | > loss_1: 31.06707191467285 (31.985316276550293)  --> STEP: 7 | > loss_disc: 2.385143756866455 (2.397594554083688) | > loss_disc_real_0: 0.20685863494873047 (0.1702028832265309) | > loss_disc_real_1: 0.21189457178115845 (0.18352162199360983) | > loss_disc_real_2: 0.281954288482666 (0.21772981754371099) | > loss_disc_real_3: 0.22413894534111023 (0.2166662790945598) | > loss_disc_real_4: 0.2404686063528061 (0.24215697816440038) | > loss_disc_real_5: 0.2341592013835907 (0.2168824693986348) | > loss_0: 2.385143756866455 (2.397594554083688) | > loss_gen: 2.7475035190582275 (2.4496428966522217) | > loss_kl: 4.61203670501709 (3.54026460647583) | > loss_feat: 6.826724052429199 (6.098436696188791) | > loss_mel: 17.41858673095703 (17.794289997645787) | > loss_duration: 2.583921194076538 (2.4174611568450928) | > loss_1: 34.18877029418945 (32.30009542192732)  --> STEP: 8 | > loss_disc: 2.446668863296509 (2.4037288427352905) | > loss_disc_real_0: 0.14145527780056 (0.16660943254828453) | > loss_disc_real_1: 0.15265999734401703 (0.17966391891241074) | > loss_disc_real_2: 0.2396712303161621 (0.22047249414026737) | > loss_disc_real_3: 0.2950046956539154 (0.22645858116447926) | > loss_disc_real_4: 0.20408658683300018 (0.23739817924797535) | > loss_disc_real_5: 0.20137007534503937 (0.21494342014193535) | > loss_0: 2.446668863296509 (2.4037288427352905) | > loss_gen: 2.1995368003845215 (2.418379634618759) | > loss_kl: 2.5423741340637207 (3.4155282974243164) | > loss_feat: 8.483022689819336 (6.396509945392609) | > loss_mel: 16.863866806030273 (17.677987098693848) | > loss_duration: 2.269937753677368 (2.399020731449127) | > loss_1: 32.35873794555664 (32.30742573738098)  --> STEP: 9 | > loss_disc: 2.628286361694336 (2.4286796781751843) | > loss_disc_real_0: 0.21051311492919922 (0.17148761947949728) | > loss_disc_real_1: 0.12389576435089111 (0.1734674572944641) | > loss_disc_real_2: 0.2603098452091217 (0.22489886648125118) | > loss_disc_real_3: 0.29399219155311584 (0.23396231565210554) | > loss_disc_real_4: 0.31499311327934265 (0.24601983858479393) | > loss_disc_real_5: 0.23065628111362457 (0.21668929358323416) | > loss_0: 2.628286361694336 (2.4286796781751843) | > loss_gen: 2.3539514541625977 (2.4112209479014077) | > loss_kl: 2.480280637741089 (3.3116118907928467) | > loss_feat: 7.278586387634277 (6.494518438975017) | > loss_mel: 17.4810848236084 (17.6561090681288) | > loss_duration: 2.1835947036743164 (2.375084506140815) | > loss_1: 31.777496337890625 (32.248544692993164)  --> STEP: 10 | > loss_disc: 2.2316269874572754 (2.4089744091033936) | > loss_disc_real_0: 0.2102242410182953 (0.17536128163337708) | > loss_disc_real_1: 0.19135060906410217 (0.17525577247142793) | > loss_disc_real_2: 0.2740308344364166 (0.22981206327676773) | > loss_disc_real_3: 0.20535166561603546 (0.23110125064849854) | > loss_disc_real_4: 0.22135338187217712 (0.24355319291353225) | > loss_disc_real_5: 0.194025918841362 (0.21442295610904694) | > loss_0: 2.2316269874572754 (2.4089744091033936) | > loss_gen: 2.822646379470825 (2.4523634910583496) | > loss_kl: 3.0858004093170166 (3.289030742645264) | > loss_feat: 6.674563407897949 (6.51252293586731) | > loss_mel: 17.45831298828125 (17.636329460144044) | > loss_duration: 2.3493404388427734 (2.3725100994110107) | > loss_1: 32.390663146972656 (32.262756538391116)  --> STEP: 11 | > loss_disc: 2.4340195655822754 (2.4112512415105645) | > loss_disc_real_0: 0.15119150280952454 (0.17316402901302685) | > loss_disc_real_1: 0.18658992648124695 (0.1762861501086842) | > loss_disc_real_2: 0.26355409622192383 (0.23287952081723648) | > loss_disc_real_3: 0.25172388553619385 (0.23297603563828903) | > loss_disc_real_4: 0.2933145761489868 (0.2480769550258463) | > loss_disc_real_5: 0.30868133902549744 (0.22299190001054245) | > loss_0: 2.4340195655822754 (2.4112512415105645) | > loss_gen: 2.5522043704986572 (2.461439934643832) | > loss_kl: 3.835078239440918 (3.338671424172141) | > loss_feat: 6.547211647033691 (6.515676455064253) | > loss_mel: 17.143651962280273 (17.591540596701883) | > loss_duration: 2.554624319076538 (2.3890659375624224) | > loss_1: 32.63277053833008 (32.2963941747492)  --> STEP: 12 | > loss_disc: 2.4634475708007812 (2.4156009356180825) | > loss_disc_real_0: 0.22399096190929413 (0.17739960675438246) | > loss_disc_real_1: 0.18847088515758514 (0.1773015446960926) | > loss_disc_real_2: 0.28850480914115906 (0.23751496151089668) | > loss_disc_real_3: 0.1799212247133255 (0.22855480139454207) | > loss_disc_real_4: 0.2479262351989746 (0.24806439504027367) | > loss_disc_real_5: 0.2000819891691208 (0.2210827407737573) | > loss_0: 2.4634475708007812 (2.4156009356180825) | > loss_gen: 2.375971794128418 (2.454317589600881) | > loss_kl: 2.6138720512390137 (3.278271476427714) | > loss_feat: 6.039087295532227 (6.4759606917699175) | > loss_mel: 15.472675323486328 (17.414968490600586) | > loss_duration: 2.3263137340545654 (2.383836587270101) | > loss_1: 28.827919006347656 (32.00735457738241)  --> STEP: 13 | > loss_disc: 2.750717878341675 (2.441379161981436) | > loss_disc_real_0: 0.1115262508392334 (0.17233242553014022) | > loss_disc_real_1: 0.20643773674964905 (0.17954279023867387) | > loss_disc_real_2: 0.2701875865459442 (0.2400282403597465) | > loss_disc_real_3: 0.2864612936973572 (0.23300914695629707) | > loss_disc_real_4: 0.29824545979499817 (0.2519244769444832) | > loss_disc_real_5: 0.27690744400024414 (0.2253769487142563) | > loss_0: 2.750717878341675 (2.441379161981436) | > loss_gen: 2.4117493629455566 (2.4510431106273947) | > loss_kl: 3.852977752685547 (3.3224796515244703) | > loss_feat: 7.232970714569092 (6.534192231985239) | > loss_mel: 16.048036575317383 (17.309819881732647) | > loss_duration: 2.34202241897583 (2.3806201127859263) | > loss_1: 31.88775634765625 (31.998154713557316)  --> STEP: 14 | > loss_disc: 2.609239101409912 (2.4533691576548984) | > loss_disc_real_0: 0.19569632411003113 (0.17400127542870386) | > loss_disc_real_1: 0.12828950583934784 (0.17588184135300772) | > loss_disc_real_2: 0.22394010424613953 (0.23887908778020314) | > loss_disc_real_3: 0.2795553505420685 (0.23633387578385218) | > loss_disc_real_4: 0.3134510815143585 (0.25631923441376003) | > loss_disc_real_5: 0.2546766400337219 (0.22746978380850383) | > loss_0: 2.609239101409912 (2.4533691576548984) | > loss_gen: 2.44852614402771 (2.4508633272988454) | > loss_kl: 4.196473121643066 (3.3849077565329417) | > loss_feat: 7.6230854988098145 (6.611970322472708) | > loss_mel: 18.422407150268555 (17.389290400913783) | > loss_duration: 2.4039735794067383 (2.3822882175445557) | > loss_1: 35.09446334838867 (32.21931961604527)  --> STEP: 15 | > loss_disc: 2.716776132583618 (2.4709296226501465) | > loss_disc_real_0: 0.16117078065872192 (0.17314590911070507) | > loss_disc_real_1: 0.16182799637317657 (0.1749449183543523) | > loss_disc_real_2: 0.21407906711101532 (0.23722575306892396) | > loss_disc_real_3: 0.2782193720340729 (0.23912624220053355) | > loss_disc_real_4: 0.3364103138446808 (0.26165863970915476) | > loss_disc_real_5: 0.2735919952392578 (0.23054459790388743) | > loss_0: 2.716776132583618 (2.4709296226501465) | > loss_gen: 2.0478932857513428 (2.4239986578623456) | > loss_kl: 3.4984428882598877 (3.392476765314738) | > loss_feat: 5.553452491760254 (6.541402467091879) | > loss_mel: 17.788488388061523 (17.415903600056968) | > loss_duration: 2.4019458293914795 (2.383598725001017) | > loss_1: 31.29022216796875 (32.1573797861735)  --> STEP: 16 | > loss_disc: 2.9377894401550293 (2.5001083612442017) | > loss_disc_real_0: 0.1023835688829422 (0.16872326284646988) | > loss_disc_real_1: 0.2863776981830597 (0.18190946709364653) | > loss_disc_real_2: 0.28021562099456787 (0.2399126198142767) | > loss_disc_real_3: 0.249945729970932 (0.23980246018618345) | > loss_disc_real_4: 0.2661881744861603 (0.2619417356327176) | > loss_disc_real_5: 0.2273867279291153 (0.23034723103046417) | > loss_0: 2.9377894401550293 (2.5001083612442017) | > loss_gen: 2.5145010948181152 (2.429655060172081) | > loss_kl: 2.693319797515869 (3.3487794548273087) | > loss_feat: 8.481831550598145 (6.66267928481102) | > loss_mel: 17.2513427734375 (17.40561854839325) | > loss_duration: 2.427717924118042 (2.3863561749458313) | > loss_1: 33.36871337890625 (32.2330881357193)  --> STEP: 17 | > loss_disc: 2.4100966453552246 (2.494813554427203) | > loss_disc_real_0: 0.1829328089952469 (0.16955911850228028) | > loss_disc_real_1: 0.20161814987659454 (0.1830688013749964) | > loss_disc_real_2: 0.23208540678024292 (0.23945219551815705) | > loss_disc_real_3: 0.2348804771900177 (0.23951293177464428) | > loss_disc_real_4: 0.2700005769729614 (0.2624157851233202) | > loss_disc_real_5: 0.2104058414697647 (0.2291742081151289) | > loss_0: 2.4100966453552246 (2.494813554427203) | > loss_gen: 2.5364041328430176 (2.4359344173880184) | > loss_kl: 2.6921026706695557 (3.310151408700382) | > loss_feat: 6.291323661804199 (6.640834836398854) | > loss_mel: 18.404794692993164 (17.464393615722656) | > loss_duration: 2.3825604915618896 (2.386132899452658) | > loss_1: 32.307186126708984 (32.23744684107163)  --> STEP: 18 | > loss_disc: 2.35549259185791 (2.4870735009511313) | > loss_disc_real_0: 0.09988237172365189 (0.16568818812568983) | > loss_disc_real_1: 0.18914014101028442 (0.1834060980214013) | > loss_disc_real_2: 0.1689230501651764 (0.2355339096652137) | > loss_disc_real_3: 0.20328772068023682 (0.2375004200471772) | > loss_disc_real_4: 0.18216732144355774 (0.25795753714111114) | > loss_disc_real_5: 0.1600964516401291 (0.22533655497762892) | > loss_0: 2.35549259185791 (2.4870735009511313) | > loss_gen: 2.1645565032958984 (2.420857866605123) | > loss_kl: 3.4419915676116943 (3.3174758619732327) | > loss_feat: 12.204581260681152 (6.949931859970093) | > loss_mel: 19.845535278320312 (17.59667926364475) | > loss_duration: 2.2897658348083496 (2.3807791736390858) | > loss_1: 39.94642639160156 (32.66572348276774)  --> STEP: 19 | > loss_disc: 2.6208086013793945 (2.4941121904473555) | > loss_disc_real_0: 0.2627035677433014 (0.17079426073714307) | > loss_disc_real_1: 0.20399987697601318 (0.18448998112427561) | > loss_disc_real_2: 0.1712029129266739 (0.23214806773160634) | > loss_disc_real_3: 0.2808922231197357 (0.23978419915625923) | > loss_disc_real_4: 0.2683381736278534 (0.2585038864298871) | > loss_disc_real_5: 0.2418656051158905 (0.22620650498490585) | > loss_0: 2.6208086013793945 (2.4941121904473555) | > loss_gen: 2.143545150756836 (2.4062624605078446) | > loss_kl: 2.4424376487731934 (3.271421219173231) | > loss_feat: 3.762324810028076 (6.782163067867882) | > loss_mel: 14.237661361694336 (17.41988884775262) | > loss_duration: 2.3448665142059326 (2.3788890336689197) | > loss_1: 24.930835723876953 (32.25862412703665)  --> STEP: 20 | > loss_disc: 2.6789119243621826 (2.503352177143097) | > loss_disc_real_0: 0.35243645310401917 (0.17987637035548687) | > loss_disc_real_1: 0.14889872074127197 (0.18271041810512542) | > loss_disc_real_2: 0.25013747811317444 (0.23304753825068475) | > loss_disc_real_3: 0.22798004746437073 (0.23919399157166482) | > loss_disc_real_4: 0.30246293544769287 (0.26070183888077736) | > loss_disc_real_5: 0.31626665592193604 (0.23070951253175737) | > loss_0: 2.6789119243621826 (2.503352177143097) | > loss_gen: 2.5685477256774902 (2.4143767237663267) | > loss_kl: 2.3595688343048096 (3.2258285999298097) | > loss_feat: 6.112946033477783 (6.748702216148376) | > loss_mel: 17.574851989746094 (17.427637004852294) | > loss_duration: 2.267192840576172 (2.3733042240142823) | > loss_1: 30.883108139038086 (32.18984832763672)  --> STEP: 21 | > loss_disc: 2.3945720195770264 (2.498172169639951) | > loss_disc_real_0: 0.14185810089111328 (0.17806597657146908) | > loss_disc_real_1: 0.19464276731014252 (0.18327862521012625) | > loss_disc_real_2: 0.26268088817596436 (0.23445865015188852) | > loss_disc_real_3: 0.24175065755844116 (0.2393157375710351) | > loss_disc_real_4: 0.2498123198747635 (0.2601832903566815) | > loss_disc_real_5: 0.22137540578842163 (0.23026503125826517) | > loss_0: 2.3945720195770264 (2.498172169639951) | > loss_gen: 2.5134310722351074 (2.4190935975029353) | > loss_kl: 2.9520606994628906 (3.2127920332409086) | > loss_feat: 5.367209434509277 (6.682916845594134) | > loss_mel: 13.367466926574707 (17.23429557255336) | > loss_duration: 2.226290464401245 (2.366303568794614) | > loss_1: 26.42645835876465 (31.915401186261857)  --> STEP: 22 | > loss_disc: 2.489320993423462 (2.497769843448292) | > loss_disc_real_0: 0.13950324058532715 (0.17631312493573537) | > loss_disc_real_1: 0.22120289504528046 (0.1850024556571787) | > loss_disc_real_2: 0.14335712790489197 (0.23031767186793414) | > loss_disc_real_3: 0.16487689316272736 (0.23593215373429385) | > loss_disc_real_4: 0.21005834639072418 (0.2579048838127743) | > loss_disc_real_5: 0.2128048539161682 (0.22947138683362442) | > loss_0: 2.489320993423462 (2.497769843448292) | > loss_gen: 1.9291837215423584 (2.3968249667774546) | > loss_kl: 2.164397716522217 (3.1651377461173316) | > loss_feat: 5.23811149597168 (6.617243875156749) | > loss_mel: 17.33797836303711 (17.239008426666256) | > loss_duration: 2.216609477996826 (2.359499291940169) | > loss_1: 28.886281967163086 (31.777713949030097)  --> STEP: 23 | > loss_disc: 2.4635396003723145 (2.496281572010206) | > loss_disc_real_0: 0.19880038499832153 (0.17729083189497824) | > loss_disc_real_1: 0.16902340948581696 (0.18430771451929343) | > loss_disc_real_2: 0.1805577427148819 (0.22815419668736664) | > loss_disc_real_3: 0.31894540786743164 (0.23954142565312592) | > loss_disc_real_4: 0.28314101696014404 (0.2590021069930947) | > loss_disc_real_5: 0.2180032879114151 (0.22897277383700662) | > loss_0: 2.4635396003723145 (2.496281572010206) | > loss_gen: 2.6800436973571777 (2.409138824628747) | > loss_kl: 2.6579010486602783 (3.1430839766626772) | > loss_feat: 6.370999336242676 (6.606537590856138) | > loss_mel: 17.752119064331055 (17.261317584825598) | > loss_duration: 2.327516555786133 (2.3581087381943413) | > loss_1: 31.7885799407959 (31.778186383454695)  --> STEP: 24 | > loss_disc: 2.5058035850524902 (2.4966783225536346) | > loss_disc_real_0: 0.1679743528366089 (0.17690264526754618) | > loss_disc_real_1: 0.1626913845539093 (0.18340703410406908) | > loss_disc_real_2: 0.24998739361763 (0.22906391322612762) | > loss_disc_real_3: 0.26322126388549805 (0.24052808557947478) | > loss_disc_real_4: 0.2529780864715576 (0.2587511061380307) | > loss_disc_real_5: 0.20418789982795715 (0.22794007075329623) | > loss_0: 2.5058035850524902 (2.4966783225536346) | > loss_gen: 2.279682159423828 (2.4037447969118753) | > loss_kl: 2.654020071029663 (3.1227063139279685) | > loss_feat: 6.566685676574707 (6.604877094427745) | > loss_mel: 17.106712341308594 (17.254875699679058) | > loss_duration: 2.4343762397766113 (2.361286550760269) | > loss_1: 31.04147720336914 (31.747490167617798)  --> STEP: 25 | > loss_disc: 2.5687897205352783 (2.4995627784729004) | > loss_disc_real_0: 0.09831161797046661 (0.173759004175663) | > loss_disc_real_1: 0.255795955657959 (0.18630259096622467) | > loss_disc_real_2: 0.214279443025589 (0.22847253441810608) | > loss_disc_real_3: 0.2669769823551178 (0.2415860414505005) | > loss_disc_real_4: 0.24401657283306122 (0.2581617248058319) | > loss_disc_real_5: 0.21842588484287262 (0.22755950331687927) | > loss_0: 2.5687897205352783 (2.4995627784729004) | > loss_gen: 2.170271396636963 (2.394405860900879) | > loss_kl: 3.0068576335906982 (3.1180723667144776) | > loss_feat: 7.1593098640441895 (6.6270544052124025) | > loss_mel: 15.99571418762207 (17.204509239196778) | > loss_duration: 2.4492039680480957 (2.3648032474517824) | > loss_1: 30.781354904174805 (31.70884475708008)  --> STEP: 26 | > loss_disc: 2.429593324661255 (2.4968716456339908) | > loss_disc_real_0: 0.16754880547523499 (0.1735201503794927) | > loss_disc_real_1: 0.08231277018785477 (0.1823029824747489) | > loss_disc_real_2: 0.23316548764705658 (0.22865303261921957) | > loss_disc_real_3: 0.249986931681633 (0.24190915261323637) | > loss_disc_real_4: 0.10566949099302292 (0.2522966388899546) | > loss_disc_real_5: 0.12433769553899765 (0.22358943378696075) | > loss_0: 2.429593324661255 (2.4968716456339908) | > loss_gen: 2.193234443664551 (2.3866684986994815) | > loss_kl: 2.648716449737549 (3.1000202160615187) | > loss_feat: 11.628046035766602 (6.8194002371567946) | > loss_mel: 21.59416389465332 (17.37334211056049) | > loss_duration: 2.3237977027893066 (2.3632261111186104) | > loss_1: 40.38795852661133 (32.04265682513897) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023742914199829106 (+4.567549778864994e-05) | > avg_loss_disc: 2.4968716456339908 (+0.039572624059823536) | > avg_loss_disc_real_0: 0.1735201503794927 (+0.04581979561883673) | > avg_loss_disc_real_1: 0.1823029824747489 (-0.005897341439357162) | > avg_loss_disc_real_2: 0.22865303261921957 (-0.014011589380411) | > avg_loss_disc_real_3: 0.24190915261323637 (-0.0034690579542746014) | > avg_loss_disc_real_4: 0.2522966388899546 (+0.030514268920971782) | > avg_loss_disc_real_5: 0.22358943378696075 (+0.001720898139935284) | > avg_loss_0: 2.4968716456339908 (+0.039572624059823536) | > avg_loss_gen: 2.3866684986994815 (+0.1379053592681876) | > avg_loss_kl: 3.1000202160615187 (+0.1299885327999406) | > avg_loss_feat: 6.8194002371567946 (-0.2031607994666471) | > avg_loss_mel: 17.37334211056049 (+0.09052045528705221) | > avg_loss_duration: 2.3632261111186104 (+0.001391933514522492) | > avg_loss_1: 32.04265682513897 (+0.15664496788611615)  > EPOCH: 817/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:23:56)   --> TIME: 2024-06-12 03:24:03 -- STEP: 14/330 -- GLOBAL_STEP: 357625 | > loss_disc: 2.3008852005004883 (2.331184353147234) | > loss_disc_real_0: 0.07196344435214996 (0.09969173797539302) | > loss_disc_real_1: 0.19371643662452698 (0.2076542473265103) | > loss_disc_real_2: 0.20148567855358124 (0.20464247358696802) | > loss_disc_real_3: 0.24750645458698273 (0.22057648748159409) | > loss_disc_real_4: 0.21747638285160065 (0.22645228888307298) | > loss_disc_real_5: 0.20808637142181396 (0.21909354627132416) | > loss_0: 2.3008852005004883 (2.331184353147234) | > grad_norm_0: tensor(7.7942, device='cuda:0') (tensor(7.3324, device='cuda:0')) | > loss_gen: 2.603572130203247 (2.499462842941284) | > loss_kl: 1.671298861503601 (1.843076697417668) | > loss_feat: 7.210211277008057 (6.9673935345241) | > loss_mel: 17.062076568603516 (17.436070578438894) | > loss_duration: 2.016695022583008 (2.0538166250501364) | > loss_1: 30.563854217529297 (30.799820355006627) | > grad_norm_1: tensor(121.1695, device='cuda:0') (tensor(66.6165, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.3613 (0.36142003536224365) | > loader_time: 0.0028 (0.003107036863054548)  --> TIME: 2024-06-12 03:24:12 -- STEP: 39/330 -- GLOBAL_STEP: 357650 | > loss_disc: 2.3554439544677734 (2.3341267108917236) | > loss_disc_real_0: 0.13854487240314484 (0.10248362540434568) | > loss_disc_real_1: 0.19495666027069092 (0.19718739352165124) | > loss_disc_real_2: 0.23149125277996063 (0.20652097578232104) | > loss_disc_real_3: 0.21316277980804443 (0.22799173150307092) | > loss_disc_real_4: 0.22823916375637054 (0.2305124119306222) | > loss_disc_real_5: 0.24082936346530914 (0.2241214597836519) | > loss_0: 2.3554439544677734 (2.3341267108917236) | > grad_norm_0: tensor(11.8946, device='cuda:0') (tensor(8.1549, device='cuda:0')) | > loss_gen: 2.521885395050049 (2.5038676139635916) | > loss_kl: 1.8405288457870483 (1.884568602610857) | > loss_feat: 7.0624823570251465 (7.096434898865529) | > loss_mel: 16.991943359375 (17.348544340867267) | > loss_duration: 1.989661693572998 (2.0008881153204503) | > loss_1: 30.40650177001953 (30.83430358691093) | > grad_norm_1: tensor(171.3010, device='cuda:0') (tensor(79.6862, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.368 (0.36877056268545294) | > loader_time: 0.0036 (0.0034215572552803233)  --> TIME: 2024-06-12 03:24:22 -- STEP: 64/330 -- GLOBAL_STEP: 357675 | > loss_disc: 2.4377241134643555 (2.34535688906908) | > loss_disc_real_0: 0.11663661897182465 (0.10514308570418507) | > loss_disc_real_1: 0.20016798377037048 (0.19644929631613195) | > loss_disc_real_2: 0.2061692178249359 (0.2077365955337882) | > loss_disc_real_3: 0.2424154132604599 (0.22761837532743812) | > loss_disc_real_4: 0.2480727732181549 (0.231874190736562) | > loss_disc_real_5: 0.2526967525482178 (0.2246405342593789) | > loss_0: 2.4377241134643555 (2.34535688906908) | > grad_norm_0: tensor(7.4471, device='cuda:0') (tensor(8.3649, device='cuda:0')) | > loss_gen: 2.4005675315856934 (2.4898433499038215) | > loss_kl: 1.8470523357391357 (1.896694963797927) | > loss_feat: 6.419405460357666 (7.096070125699043) | > loss_mel: 17.000431060791016 (17.342543751001365) | > loss_duration: 1.9972807168960571 (1.9867510069161654) | > loss_1: 29.664735794067383 (30.81190311908722) | > grad_norm_1: tensor(73.1895, device='cuda:0') (tensor(86.1080, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.3746 (0.3710305541753769) | > loader_time: 0.0041 (0.003576427698135376)  --> TIME: 2024-06-12 03:24:31 -- STEP: 89/330 -- GLOBAL_STEP: 357700 | > loss_disc: 2.3904290199279785 (2.3464156402630754) | > loss_disc_real_0: 0.14177481830120087 (0.10641365213675445) | > loss_disc_real_1: 0.1895628422498703 (0.19553517709287366) | > loss_disc_real_2: 0.22286835312843323 (0.20996501773930668) | > loss_disc_real_3: 0.22231003642082214 (0.2268932769807537) | > loss_disc_real_4: 0.24603118002414703 (0.23142452236641659) | > loss_disc_real_5: 0.23190684616565704 (0.22422084681103738) | > loss_0: 2.3904290199279785 (2.3464156402630754) | > grad_norm_0: tensor(9.9476, device='cuda:0') (tensor(8.7634, device='cuda:0')) | > loss_gen: 2.389988422393799 (2.4838823414920426) | > loss_kl: 1.8561358451843262 (1.9135256094878978) | > loss_feat: 6.685476779937744 (7.0242579170827115) | > loss_mel: 17.024547576904297 (17.290296972467658) | > loss_duration: 2.0011343955993652 (1.9832150480720434) | > loss_1: 29.95728302001953 (30.695177892620645) | > grad_norm_1: tensor(151.1328, device='cuda:0') (tensor(92.6679, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.3838 (0.37264208579331304) | > loader_time: 0.0045 (0.003669052981258778)  --> TIME: 2024-06-12 03:24:41 -- STEP: 114/330 -- GLOBAL_STEP: 357725 | > loss_disc: 2.3228087425231934 (2.3514171545965628) | > loss_disc_real_0: 0.1140597015619278 (0.1077259847600209) | > loss_disc_real_1: 0.22096975147724152 (0.19624667719267963) | > loss_disc_real_2: 0.21753503382205963 (0.20944000375375413) | > loss_disc_real_3: 0.20087705552577972 (0.2275567129254341) | > loss_disc_real_4: 0.2410028874874115 (0.2320567173393149) | > loss_disc_real_5: 0.20798273384571075 (0.22445398477608697) | > loss_0: 2.3228087425231934 (2.3514171545965628) | > grad_norm_0: tensor(10.3504, device='cuda:0') (tensor(8.9451, device='cuda:0')) | > loss_gen: 2.5631985664367676 (2.480629257988511) | > loss_kl: 1.9384037256240845 (1.923972787564261) | > loss_feat: 7.257358551025391 (6.996172386303282) | > loss_mel: 17.70092010498047 (17.293251731939485) | > loss_duration: 1.9971466064453125 (1.9856084198282475) | > loss_1: 31.457027435302734 (30.679634545978747) | > grad_norm_1: tensor(91.1315, device='cuda:0') (tensor(96.8526, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.3753 (0.3744371355625621) | > loader_time: 0.0038 (0.0037709474563598633)  --> TIME: 2024-06-12 03:24:51 -- STEP: 139/330 -- GLOBAL_STEP: 357750 | > loss_disc: 2.4421002864837646 (2.360344782150049) | > loss_disc_real_0: 0.059038013219833374 (0.10991404184120164) | > loss_disc_real_1: 0.20553115010261536 (0.19585050685371427) | > loss_disc_real_2: 0.23730428516864777 (0.2105668650256644) | > loss_disc_real_3: 0.22006836533546448 (0.2285536023781454) | > loss_disc_real_4: 0.2542863190174103 (0.23231840069345433) | > loss_disc_real_5: 0.2270616590976715 (0.2249415716250166) | > loss_0: 2.4421002864837646 (2.360344782150049) | > grad_norm_0: tensor(18.3011, device='cuda:0') (tensor(9.2415, device='cuda:0')) | > loss_gen: 2.4396355152130127 (2.478984566901227) | > loss_kl: 2.0579419136047363 (1.937331722794677) | > loss_feat: 6.667289733886719 (7.01340522011407) | > loss_mel: 16.95655632019043 (17.327828393565664) | > loss_duration: 2.050990104675293 (1.991156472576608) | > loss_1: 30.172412872314453 (30.748706364803176) | > grad_norm_1: tensor(155.7040, device='cuda:0') (tensor(96.5232, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.3822 (0.37605089935467395) | > loader_time: 0.0041 (0.0038831817160407418)  --> TIME: 2024-06-12 03:25:01 -- STEP: 164/330 -- GLOBAL_STEP: 357775 | > loss_disc: 2.5319325923919678 (2.366386512430704) | > loss_disc_real_0: 0.10614051669836044 (0.11177462857307457) | > loss_disc_real_1: 0.17542655766010284 (0.19629267085252738) | > loss_disc_real_2: 0.2342747300863266 (0.2115840468464828) | > loss_disc_real_3: 0.24595879018306732 (0.2294090375667665) | > loss_disc_real_4: 0.23433052003383636 (0.2320812236426807) | > loss_disc_real_5: 0.2223985195159912 (0.22434552477263822) | > loss_0: 2.5319325923919678 (2.366386512430704) | > grad_norm_0: tensor(14.4883, device='cuda:0') (tensor(9.6646, device='cuda:0')) | > loss_gen: 2.2918148040771484 (2.471281339482564) | > loss_kl: 1.8670648336410522 (1.9521123948620587) | > loss_feat: 6.315403938293457 (6.9849099647708055) | > loss_mel: 16.06601905822754 (17.31182774683324) | > loss_duration: 2.0772082805633545 (1.9956130290903695) | > loss_1: 28.617509841918945 (30.715744472131497) | > grad_norm_1: tensor(137.6939, device='cuda:0') (tensor(102.8001, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.3829 (0.37724973225012065) | > loader_time: 0.0047 (0.003961060105300531)  --> TIME: 2024-06-12 03:25:11 -- STEP: 189/330 -- GLOBAL_STEP: 357800 | > loss_disc: 2.329486846923828 (2.3703882656400186) | > loss_disc_real_0: 0.08855020999908447 (0.11300448600261931) | > loss_disc_real_1: 0.2239004522562027 (0.1967158994819752) | > loss_disc_real_2: 0.2404632270336151 (0.21206251520013053) | > loss_disc_real_3: 0.24018828570842743 (0.22930636260875317) | > loss_disc_real_4: 0.19663889706134796 (0.23238332506525453) | > loss_disc_real_5: 0.20132598280906677 (0.22429217019724468) | > loss_0: 2.329486846923828 (2.3703882656400186) | > grad_norm_0: tensor(38.6566, device='cuda:0') (tensor(10.3085, device='cuda:0')) | > loss_gen: 2.6941540241241455 (2.4662013344033062) | > loss_kl: 2.095982551574707 (1.9620595943360102) | > loss_feat: 6.7238335609436035 (6.9639483860560825) | > loss_mel: 17.050458908081055 (17.289126709024746) | > loss_duration: 2.081697702407837 (2.0032441269153014) | > loss_1: 30.646127700805664 (30.684580202455873) | > grad_norm_1: tensor(394.3583, device='cuda:0') (tensor(119.0031, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.402 (0.3795078784700424) | > loader_time: 0.0065 (0.004076089808549832)  --> TIME: 2024-06-12 03:25:21 -- STEP: 214/330 -- GLOBAL_STEP: 357825 | > loss_disc: 2.49625301361084 (2.3714002972451347) | > loss_disc_real_0: 0.14910930395126343 (0.11469467610956352) | > loss_disc_real_1: 0.19163689017295837 (0.19706383319658655) | > loss_disc_real_2: 0.2230718582868576 (0.2121620343945851) | > loss_disc_real_3: 0.25357794761657715 (0.22935549880021086) | > loss_disc_real_4: 0.23168021440505981 (0.23202489539284574) | > loss_disc_real_5: 0.2238548845052719 (0.22305491601473817) | > loss_0: 2.49625301361084 (2.3714002972451347) | > grad_norm_0: tensor(8.8270, device='cuda:0') (tensor(12.8337, device='cuda:0')) | > loss_gen: 2.4265058040618896 (2.47297261362878) | > loss_kl: 2.008664846420288 (1.9699480962530476) | > loss_feat: 6.1933088302612305 (6.961166346184561) | > loss_mel: 16.516448974609375 (17.250280750132067) | > loss_duration: 2.1362664699554443 (2.0114988339281523) | > loss_1: 29.28119468688965 (30.66586669137545) | > grad_norm_1: tensor(354.0771, device='cuda:0') (tensor(149.1914, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.4092 (0.3822895934648603) | > loader_time: 0.0051 (0.004170469034497985)  --> TIME: 2024-06-12 03:25:32 -- STEP: 239/330 -- GLOBAL_STEP: 357850 | > loss_disc: 2.21343994140625 (2.3728115119694686) | > loss_disc_real_0: 0.07414381206035614 (0.11603766486485134) | > loss_disc_real_1: 0.1858660876750946 (0.1971412093444848) | > loss_disc_real_2: 0.2004670947790146 (0.21213357219137408) | > loss_disc_real_3: 0.2358558028936386 (0.22930939576615847) | > loss_disc_real_4: 0.21330882608890533 (0.23188313261983784) | > loss_disc_real_5: 0.20372521877288818 (0.22295405712586566) | > loss_0: 2.21343994140625 (2.3728115119694686) | > grad_norm_0: tensor(48.3272, device='cuda:0') (tensor(15.6716, device='cuda:0')) | > loss_gen: 2.632056713104248 (2.4762726668034643) | > loss_kl: 2.038569688796997 (1.9755249332683356) | > loss_feat: 7.256074905395508 (6.969211017736331) | > loss_mel: 16.81778907775879 (17.233618049940823) | > loss_duration: 2.0664303302764893 (2.020283218707) | > loss_1: 30.810922622680664 (30.67490997474064) | > grad_norm_1: tensor(601.2690, device='cuda:0') (tensor(176.9103, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.4312 (0.38564603797561453) | > loader_time: 0.0051 (0.004292237708758111)  --> TIME: 2024-06-12 03:25:43 -- STEP: 264/330 -- GLOBAL_STEP: 357875 | > loss_disc: 2.362107038497925 (2.3737320285854935) | > loss_disc_real_0: 0.06619936227798462 (0.11738620396477706) | > loss_disc_real_1: 0.14539310336112976 (0.19698927071735714) | > loss_disc_real_2: 0.15307551622390747 (0.21219842683411005) | > loss_disc_real_3: 0.2385597974061966 (0.22968204607340423) | > loss_disc_real_4: 0.2076811045408249 (0.23230897544911414) | > loss_disc_real_5: 0.1897079348564148 (0.2230134235525673) | > loss_0: 2.362107038497925 (2.3737320285854935) | > grad_norm_0: tensor(18.0299, device='cuda:0') (tensor(17.4044, device='cuda:0')) | > loss_gen: 2.406733512878418 (2.483241612260992) | > loss_kl: 1.9546377658843994 (1.9818367303320856) | > loss_feat: 7.31580114364624 (6.995530448176644) | > loss_mel: 16.57683753967285 (17.193261041785753) | > loss_duration: 2.1487436294555664 (2.0286647401975855) | > loss_1: 30.402751922607422 (30.682534672997214) | > grad_norm_1: tensor(501.4414, device='cuda:0') (tensor(203.5160, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.4357 (0.38975227962840686) | > loader_time: 0.0063 (0.004418132883129698)  --> TIME: 2024-06-12 03:25:54 -- STEP: 289/330 -- GLOBAL_STEP: 357900 | > loss_disc: 2.4185078144073486 (2.3754307901983047) | > loss_disc_real_0: 0.1489286720752716 (0.1183898244504285) | > loss_disc_real_1: 0.23516865074634552 (0.19714938150557684) | > loss_disc_real_2: 0.21432249248027802 (0.21254765708966233) | > loss_disc_real_3: 0.22984805703163147 (0.2297172513387608) | > loss_disc_real_4: 0.25939327478408813 (0.2315784270994391) | > loss_disc_real_5: 0.20388013124465942 (0.2222545378451529) | > loss_0: 2.4185078144073486 (2.3754307901983047) | > grad_norm_0: tensor(16.8661, device='cuda:0') (tensor(18.7734, device='cuda:0')) | > loss_gen: 2.416841506958008 (2.481502050346981) | > loss_kl: 1.9414314031600952 (1.987903686543237) | > loss_feat: 5.842500686645508 (6.997031441196851) | > loss_mel: 15.78945255279541 (17.128430152021902) | > loss_duration: 2.1650795936584473 (2.0386777480993294) | > loss_1: 28.155305862426758 (30.633545146268958) | > grad_norm_1: tensor(449.6664, device='cuda:0') (tensor(221.4681, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.4522 (0.39508154895478875) | > loader_time: 0.0063 (0.00456746474269352)  --> TIME: 2024-06-12 03:26:07 -- STEP: 314/330 -- GLOBAL_STEP: 357925 | > loss_disc: 2.455594062805176 (2.378826199063831) | > loss_disc_real_0: 0.10877392441034317 (0.11960549412924014) | > loss_disc_real_1: 0.27929946780204773 (0.19790230017558785) | > loss_disc_real_2: 0.22477391362190247 (0.2124407597028526) | > loss_disc_real_3: 0.2362506091594696 (0.2298095420382585) | > loss_disc_real_4: 0.22045603394508362 (0.23197651270088876) | > loss_disc_real_5: 0.22435763478279114 (0.22280887058775894) | > loss_0: 2.455594062805176 (2.378826199063831) | > grad_norm_0: tensor(31.7735, device='cuda:0') (tensor(19.3763, device='cuda:0')) | > loss_gen: 2.3987698554992676 (2.4761633318700604) | > loss_kl: 1.997165322303772 (1.9927268244658307) | > loss_feat: 7.082211494445801 (6.9913766186708095) | > loss_mel: 16.38492774963379 (17.082219351628794) | > loss_duration: 2.255270481109619 (2.0519940408931414) | > loss_1: 30.118345260620117 (30.59448021080843) | > grad_norm_1: tensor(565.6843, device='cuda:0') (tensor(230.4258, device='cuda:0')) | > current_lr_0: 0.00018058218328394587 | > current_lr_1: 0.00018058218328394587 | > step_time: 0.5164 (0.4026747456022129) | > loader_time: 0.0072 (0.004763342013024979)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7016420364379883 (2.7016420364379883) | > loss_disc_real_0: 0.2555515766143799 (0.2555515766143799) | > loss_disc_real_1: 0.14580829441547394 (0.14580829441547394) | > loss_disc_real_2: 0.23125198483467102 (0.23125198483467102) | > loss_disc_real_3: 0.2871403694152832 (0.2871403694152832) | > loss_disc_real_4: 0.2761278450489044 (0.2761278450489044) | > loss_disc_real_5: 0.2678842544555664 (0.2678842544555664) | > loss_0: 2.7016420364379883 (2.7016420364379883) | > loss_gen: 2.155776262283325 (2.155776262283325) | > loss_kl: 1.983223795890808 (1.983223795890808) | > loss_feat: 4.257720947265625 (4.257720947265625) | > loss_mel: 13.747088432312012 (13.747088432312012) | > loss_duration: 3.053575038909912 (3.053575038909912) | > loss_1: 25.197385787963867 (25.197385787963867)  --> STEP: 1 | > loss_disc: 2.209146022796631 (2.209146022796631) | > loss_disc_real_0: 0.07121261209249496 (0.07121261209249496) | > loss_disc_real_1: 0.11908335983753204 (0.11908335983753204) | > loss_disc_real_2: 0.19185927510261536 (0.19185927510261536) | > loss_disc_real_3: 0.21195842325687408 (0.21195842325687408) | > loss_disc_real_4: 0.22344374656677246 (0.22344374656677246) | > loss_disc_real_5: 0.21835483610630035 (0.21835483610630035) | > loss_0: 2.209146022796631 (2.209146022796631) | > loss_gen: 2.194965124130249 (2.194965124130249) | > loss_kl: 3.904975652694702 (3.904975652694702) | > loss_feat: 5.702836513519287 (5.702836513519287) | > loss_mel: 18.15641212463379 (18.15641212463379) | > loss_duration: 2.3770956993103027 (2.3770956993103027) | > loss_1: 32.33628463745117 (32.33628463745117)  --> STEP: 2 | > loss_disc: 2.3653881549835205 (2.2872670888900757) | > loss_disc_real_0: 0.10011059045791626 (0.08566160127520561) | > loss_disc_real_1: 0.1513449251651764 (0.13521414250135422) | > loss_disc_real_2: 0.24459946155548096 (0.21822936832904816) | > loss_disc_real_3: 0.254051148891449 (0.23300478607416153) | > loss_disc_real_4: 0.19012993574142456 (0.2067868411540985) | > loss_disc_real_5: 0.19942675530910492 (0.20889079570770264) | > loss_0: 2.3653881549835205 (2.2872670888900757) | > loss_gen: 2.156491279602051 (2.17572820186615) | > loss_kl: 3.1351640224456787 (3.5200698375701904) | > loss_feat: 5.671835422515869 (5.687335968017578) | > loss_mel: 17.574481964111328 (17.86544704437256) | > loss_duration: 2.4975390434265137 (2.437317371368408) | > loss_1: 31.035511016845703 (31.685897827148438)  --> STEP: 3 | > loss_disc: 2.482166290283203 (2.3522334893544516) | > loss_disc_real_0: 0.11916401237249374 (0.09682907164096832) | > loss_disc_real_1: 0.17977777123451233 (0.15006868541240692) | > loss_disc_real_2: 0.2892334461212158 (0.24189739425977072) | > loss_disc_real_3: 0.26553916931152344 (0.2438495804866155) | > loss_disc_real_4: 0.16466006636619568 (0.19274458289146423) | > loss_disc_real_5: 0.16223585605621338 (0.1933391491572062) | > loss_0: 2.482166290283203 (2.3522334893544516) | > loss_gen: 2.062105655670166 (2.137854019800822) | > loss_kl: 4.148980617523193 (3.7297067642211914) | > loss_feat: 5.417770862579346 (5.597480932871501) | > loss_mel: 16.591157913208008 (17.440684000651043) | > loss_duration: 2.409825325012207 (2.4281533559163413) | > loss_1: 30.629840850830078 (31.333878835042317)  --> STEP: 4 | > loss_disc: 2.4397079944610596 (2.3741021156311035) | > loss_disc_real_0: 0.15541231632232666 (0.11147488281130791) | > loss_disc_real_1: 0.1407851129770279 (0.14774779230356216) | > loss_disc_real_2: 0.22913971543312073 (0.23870797455310822) | > loss_disc_real_3: 0.26512768864631653 (0.24916910752654076) | > loss_disc_real_4: 0.19132770597934723 (0.19239036366343498) | > loss_disc_real_5: 0.19689427316188812 (0.1942279301583767) | > loss_0: 2.4397079944610596 (2.3741021156311035) | > loss_gen: 2.2089080810546875 (2.1556175351142883) | > loss_kl: 3.6568100452423096 (3.711482584476471) | > loss_feat: 6.778482437133789 (5.892731308937073) | > loss_mel: 17.685482025146484 (17.501883506774902) | > loss_duration: 2.3478991985321045 (2.408089816570282) | > loss_1: 32.677581787109375 (31.669804573059082)  --> STEP: 5 | > loss_disc: 2.3986964225769043 (2.3790209770202635) | > loss_disc_real_0: 0.1402888000011444 (0.1172376662492752) | > loss_disc_real_1: 0.14851142466068268 (0.14790051877498628) | > loss_disc_real_2: 0.2259582132101059 (0.23615802228450775) | > loss_disc_real_3: 0.2447492778301239 (0.2482851415872574) | > loss_disc_real_4: 0.26271966099739075 (0.20645622313022613) | > loss_disc_real_5: 0.2867431342601776 (0.2127309709787369) | > loss_0: 2.3986964225769043 (2.3790209770202635) | > loss_gen: 2.4544167518615723 (2.215377378463745) | > loss_kl: 2.4069552421569824 (3.4505771160125733) | > loss_feat: 5.245245933532715 (5.763234233856201) | > loss_mel: 18.772253036499023 (17.755957412719727) | > loss_duration: 2.2783913612365723 (2.38215012550354) | > loss_1: 31.15726089477539 (31.567295837402344)  --> STEP: 6 | > loss_disc: 2.4223251342773438 (2.3862383365631104) | > loss_disc_real_0: 0.1324198693037033 (0.11976803342501323) | > loss_disc_real_1: 0.13835854828357697 (0.14631019035975137) | > loss_disc_real_2: 0.21069397032260895 (0.23191401362419128) | > loss_disc_real_3: 0.26214736700057983 (0.2505955124894778) | > loss_disc_real_4: 0.2138991355895996 (0.2076967085401217) | > loss_disc_real_5: 0.2867349684238434 (0.2250649705529213) | > loss_0: 2.4223251342773438 (2.3862383365631104) | > loss_gen: 2.220888376235962 (2.2162958780924478) | > loss_kl: 2.721189498901367 (3.3290125131607056) | > loss_feat: 4.2775068283081055 (5.5156129995981855) | > loss_mel: 14.982812881469727 (17.293766657511394) | > loss_duration: 2.28236722946167 (2.365519642829895) | > loss_1: 26.484766006469727 (30.720207532246906)  --> STEP: 7 | > loss_disc: 2.393477201461792 (2.387272460120065) | > loss_disc_real_0: 0.13643211126327515 (0.12214861597333636) | > loss_disc_real_1: 0.2190883904695511 (0.15670707608972276) | > loss_disc_real_2: 0.2041817158460617 (0.2279522567987442) | > loss_disc_real_3: 0.2581898272037506 (0.25168041459151674) | > loss_disc_real_4: 0.20715180039405823 (0.2076188645192555) | > loss_disc_real_5: 0.19772067666053772 (0.22115864285400935) | > loss_0: 2.393477201461792 (2.387272460120065) | > loss_gen: 2.2947335243225098 (2.227501256125314) | > loss_kl: 4.536287784576416 (3.5014804090772356) | > loss_feat: 7.801548957824707 (5.842175279344831) | > loss_mel: 18.686567306518555 (17.49273817879813) | > loss_duration: 2.566498041152954 (2.394230842590332) | > loss_1: 35.88563537597656 (31.458125795636857)  --> STEP: 8 | > loss_disc: 2.5557398796081543 (2.408330887556076) | > loss_disc_real_0: 0.19019632041454315 (0.1306545790284872) | > loss_disc_real_1: 0.15476134419441223 (0.15646385960280895) | > loss_disc_real_2: 0.2211643010377884 (0.22710376232862473) | > loss_disc_real_3: 0.2796599864959717 (0.25517786107957363) | > loss_disc_real_4: 0.20604021847248077 (0.20742153376340866) | > loss_disc_real_5: 0.2993243634700775 (0.23092935793101788) | > loss_0: 2.5557398796081543 (2.408330887556076) | > loss_gen: 2.3051390647888184 (2.237205982208252) | > loss_kl: 3.2909069061279297 (3.4751587212085724) | > loss_feat: 6.885179042816162 (5.972550749778748) | > loss_mel: 17.633411407470703 (17.510322332382202) | > loss_duration: 2.3369598388671875 (2.387071967124939) | > loss_1: 32.45159912109375 (31.58230996131897)  --> STEP: 9 | > loss_disc: 2.3769469261169434 (2.4048437807295056) | > loss_disc_real_0: 0.19152885675430298 (0.13741838766468895) | > loss_disc_real_1: 0.13617396354675293 (0.1542094267076916) | > loss_disc_real_2: 0.22462308406829834 (0.22682813141081068) | > loss_disc_real_3: 0.21247053146362305 (0.2504326022333569) | > loss_disc_real_4: 0.18646563589572906 (0.20509310066699982) | > loss_disc_real_5: 0.24605928361415863 (0.23261046078470018) | > loss_0: 2.3769469261169434 (2.4048437807295056) | > loss_gen: 2.4055538177490234 (2.2559112972683377) | > loss_kl: 3.052915334701538 (3.4282427893744574) | > loss_feat: 7.232031345367432 (6.11249303817749) | > loss_mel: 18.361845016479492 (17.604935963948567) | > loss_duration: 2.146275043487549 (2.360316753387451) | > loss_1: 33.1986198425293 (31.761899948120117)  --> STEP: 10 | > loss_disc: 2.4584264755249023 (2.4102020502090453) | > loss_disc_real_0: 0.17021718621253967 (0.14069826751947404) | > loss_disc_real_1: 0.20592212677001953 (0.1593806967139244) | > loss_disc_real_2: 0.22806112468242645 (0.22695143073797225) | > loss_disc_real_3: 0.21925298869609833 (0.24731464087963104) | > loss_disc_real_4: 0.19156385958194733 (0.20374017655849458) | > loss_disc_real_5: 0.25988155603408813 (0.23533757030963898) | > loss_0: 2.4584264755249023 (2.4102020502090453) | > loss_gen: 2.3935415744781494 (2.2696743249893188) | > loss_kl: 3.2945950031280518 (3.414878010749817) | > loss_feat: 5.265442371368408 (6.027787971496582) | > loss_mel: 14.729558944702148 (17.317398262023925) | > loss_duration: 2.3521530628204346 (2.3595003843307496) | > loss_1: 28.03529167175293 (31.3892391204834)  --> STEP: 11 | > loss_disc: 2.496947765350342 (2.4180880243128) | > loss_disc_real_0: 0.11965054273605347 (0.13878483799370853) | > loss_disc_real_1: 0.11991816014051437 (0.15579319338906894) | > loss_disc_real_2: 0.33382758498191833 (0.23666744476014917) | > loss_disc_real_3: 0.21464112401008606 (0.24434432116421786) | > loss_disc_real_4: 0.18625539541244507 (0.2021506509997628) | > loss_disc_real_5: 0.2411906123161316 (0.23586966503750195) | > loss_0: 2.496947765350342 (2.4180880243128) | > loss_gen: 2.0526061058044434 (2.2499408505179663) | > loss_kl: 3.5423696041107178 (3.426468155600808) | > loss_feat: 5.486903667449951 (5.978616671128706) | > loss_mel: 15.885045051574707 (17.18718433380127) | > loss_duration: 2.544532060623169 (2.3763214458118784) | > loss_1: 29.511457443237305 (31.218531695279207)  --> STEP: 12 | > loss_disc: 2.507298707962036 (2.425522247950236) | > loss_disc_real_0: 0.1290569007396698 (0.13797417655587196) | > loss_disc_real_1: 0.16101504862308502 (0.15622834799190363) | > loss_disc_real_2: 0.33180859684944153 (0.24459587410092354) | > loss_disc_real_3: 0.22267688810825348 (0.2425387017428875) | > loss_disc_real_4: 0.2221943736076355 (0.2038209612170855) | > loss_disc_real_5: 0.2068125605583191 (0.2334482396642367) | > loss_0: 2.507298707962036 (2.425522247950236) | > loss_gen: 2.226989984512329 (2.2480282783508296) | > loss_kl: 2.605557918548584 (3.358058969179789) | > loss_feat: 6.3794732093811035 (6.012021382649739) | > loss_mel: 17.765567779541016 (17.235382954279583) | > loss_duration: 2.30971097946167 (2.370770573616028) | > loss_1: 31.28730010986328 (31.22426239649455)  --> STEP: 13 | > loss_disc: 2.3522562980651855 (2.419886405651386) | > loss_disc_real_0: 0.0872686430811882 (0.13407375090397322) | > loss_disc_real_1: 0.2072308510541916 (0.16015161745823348) | > loss_disc_real_2: 0.2624843120574951 (0.2459719077898906) | > loss_disc_real_3: 0.2302018254995346 (0.24158971126262957) | > loss_disc_real_4: 0.18325933814048767 (0.20223929790350106) | > loss_disc_real_5: 0.17244525253772736 (0.22875570219296676) | > loss_0: 2.3522562980651855 (2.419886405651386) | > loss_gen: 2.4854674339294434 (2.2662928287799535) | > loss_kl: 3.8422658443450928 (3.3953056518848124) | > loss_feat: 7.434782981872559 (6.121464582589956) | > loss_mel: 15.626666069030762 (17.111635501568134) | > loss_duration: 2.299837112426758 (2.3653141535245457) | > loss_1: 31.68902015686035 (31.260012993445763)  --> STEP: 14 | > loss_disc: 2.5234715938568115 (2.4272853476660594) | > loss_disc_real_0: 0.10615517199039459 (0.13207956669586046) | > loss_disc_real_1: 0.09694045782089233 (0.1556365346269948) | > loss_disc_real_2: 0.20719943940639496 (0.24320244576249803) | > loss_disc_real_3: 0.2560047507286072 (0.24261935693877085) | > loss_disc_real_4: 0.22872987389564514 (0.20413148190293992) | > loss_disc_real_5: 0.26270613074302673 (0.2311807328036853) | > loss_0: 2.5234715938568115 (2.4272853476660594) | > loss_gen: 2.0496466159820557 (2.2508180992943894) | > loss_kl: 4.01912784576416 (3.439864380019052) | > loss_feat: 6.218535423278809 (6.128398214067731) | > loss_mel: 17.25166130065918 (17.12163734436035) | > loss_duration: 2.4085164070129395 (2.3684000287737166) | > loss_1: 31.947486877441406 (31.309118270874023)  --> STEP: 15 | > loss_disc: 2.4591779708862305 (2.429411522547404) | > loss_disc_real_0: 0.08812937140464783 (0.1291495536764463) | > loss_disc_real_1: 0.08946310728788376 (0.1512249728043874) | > loss_disc_real_2: 0.24603979289531708 (0.2433916022380193) | > loss_disc_real_3: 0.3041512966156006 (0.24672148625055948) | > loss_disc_real_4: 0.1931617558002472 (0.20340016682942708) | > loss_disc_real_5: 0.1769404262304306 (0.22756471236546835) | > loss_0: 2.4591779708862305 (2.429411522547404) | > loss_gen: 2.0283560752868652 (2.235987297693888) | > loss_kl: 3.438197135925293 (3.439753230412801) | > loss_feat: 6.9289774894714355 (6.1817701657613116) | > loss_mel: 17.333986282348633 (17.135793940226236) | > loss_duration: 2.3969221115112305 (2.3703015009562174) | > loss_1: 32.12643814086914 (31.363606262207032)  --> STEP: 16 | > loss_disc: 2.498568296432495 (2.433733820915222) | > loss_disc_real_0: 0.15654325485229492 (0.13086165999993682) | > loss_disc_real_1: 0.18268485367298126 (0.15319121535867453) | > loss_disc_real_2: 0.28068313002586365 (0.24572232272475958) | > loss_disc_real_3: 0.25444555282592773 (0.24720424041152) | > loss_disc_real_4: 0.2110137641429901 (0.20387601666152477) | > loss_disc_real_5: 0.24122904241085052 (0.22841873299330473) | > loss_0: 2.498568296432495 (2.433733820915222) | > loss_gen: 2.281892776489258 (2.2388563901185985) | > loss_kl: 3.075685739517212 (3.416999012231827) | > loss_feat: 6.620608329772949 (6.209197551012039) | > loss_mel: 15.003472328186035 (17.002523839473724) | > loss_duration: 2.3985579013824463 (2.3720675259828568) | > loss_1: 29.380216598510742 (31.239644408226013)  --> STEP: 17 | > loss_disc: 2.3545567989349365 (2.429076349034029) | > loss_disc_real_0: 0.10531027615070343 (0.12935863742057016) | > loss_disc_real_1: 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loss_disc_real_4: 0.17409579455852509 (0.20348709324995676) | > loss_disc_real_5: 0.2229240983724594 (0.23560055096944174) | > loss_0: 2.365100622177124 (2.425522141986423) | > loss_gen: 2.0462493896484375 (2.240926014052496) | > loss_kl: 3.5458662509918213 (3.353247774971856) | > loss_feat: 7.789674758911133 (6.288343032201131) | > loss_mel: 17.57796287536621 (17.012473583221436) | > loss_duration: 2.2444205284118652 (2.368863344192505) | > loss_1: 33.20417404174805 (31.263853814866806)  --> STEP: 19 | > loss_disc: 2.9096555709838867 (2.4510028487757634) | > loss_disc_real_0: 0.201945960521698 (0.1315093311040025) | > loss_disc_real_1: 0.1971832811832428 (0.15214891339603223) | > loss_disc_real_2: 0.27936774492263794 (0.2407975385063573) | > loss_disc_real_3: 0.28730496764183044 (0.247463658452034) | > loss_disc_real_4: 0.2593032121658325 (0.20642478371921338) | > loss_disc_real_5: 0.2983558773994446 (0.2389034628868103) | > loss_0: 2.9096555709838867 (2.4510028487757634) | > loss_gen: 1.8372794389724731 (2.219681457469337) | > loss_kl: 2.448613166809082 (3.305635427173815) | > loss_feat: 3.986863851547241 (6.167212549008821) | > loss_mel: 14.208442687988281 (16.864893009788112) | > loss_duration: 2.354656219482422 (2.368115600786711) | > loss_1: 24.835857391357422 (30.925538213629473)  --> STEP: 20 | > loss_disc: 2.3089847564697266 (2.4439019441604612) | > loss_disc_real_0: 0.1000339612364769 (0.12993556261062622) | > loss_disc_real_1: 0.11512257158756256 (0.15029759630560874) | > loss_disc_real_2: 0.1619439423084259 (0.23685485869646072) | > loss_disc_real_3: 0.18282704055309296 (0.24423182755708694) | > loss_disc_real_4: 0.224317729473114 (0.20731943100690842) | > loss_disc_real_5: 0.3042033612728119 (0.24216845780611038) | > loss_0: 2.3089847564697266 (2.4439019441604612) | > loss_gen: 2.2636642456054688 (2.2218805968761437) | > loss_kl: 2.3794867992401123 (3.25932799577713) | > loss_feat: 7.490513801574707 (6.233377611637115) | > loss_mel: 20.034067153930664 (17.02335171699524) | > loss_duration: 2.295076847076416 (2.3644636631011964) | > loss_1: 34.46281051635742 (31.10240182876587)  --> STEP: 21 | > loss_disc: 2.313887119293213 (2.437710762023926) | > loss_disc_real_0: 0.11373265087604523 (0.12916399538516998) | > loss_disc_real_1: 0.14252296090126038 (0.14992737557206834) | > loss_disc_real_2: 0.21256715059280396 (0.23569830116771517) | > loss_disc_real_3: 0.19318030774593353 (0.24180080280417487) | > loss_disc_real_4: 0.18630987405776978 (0.2063189759140923) | > loss_disc_real_5: 0.1484823077917099 (0.2377072125673294) | > loss_0: 2.313887119293213 (2.437710762023926) | > loss_gen: 2.0279364585876465 (2.2126451617195486) | > loss_kl: 2.47868013381958 (3.222154288064866) | > loss_feat: 5.3358330726623535 (6.19063739549546) | > loss_mel: 15.782028198242188 (16.964241073245095) | > loss_duration: 2.184035062789917 (2.3558718249911355) | > loss_1: 27.808513641357422 (30.94555001031785)  --> STEP: 22 | > loss_disc: 2.5286471843719482 (2.4418442357670176) | > loss_disc_real_0: 0.23507395386695862 (0.13397808440706946) | > loss_disc_real_1: 0.11834277212619781 (0.14849171177907422) | > loss_disc_real_2: 0.2634575366973877 (0.2369600846008821) | > loss_disc_real_3: 0.2265857607126236 (0.24110920998183163) | > loss_disc_real_4: 0.25109511613845825 (0.20835425501519983) | > loss_disc_real_5: 0.2645891308784485 (0.23892911794510754) | > loss_0: 2.5286471843719482 (2.4418442357670176) | > loss_gen: 2.348463535308838 (2.2188187241554256) | > loss_kl: 2.561319589614868 (3.1921163472262295) | > loss_feat: 6.96511697769165 (6.225841012868014) | > loss_mel: 17.48931121826172 (16.988107898018576) | > loss_duration: 2.218449115753174 (2.349625338207592) | > loss_1: 31.582658767700195 (30.974509499289773)  --> STEP: 23 | > loss_disc: 2.4092531204223633 (2.4404272307520327) | > loss_disc_real_0: 0.1916331797838211 (0.13648482768431955) | > loss_disc_real_1: 0.1104043573141098 (0.14683573984581488) | > loss_disc_real_2: 0.2470431625843048 (0.2373984792958135) | > loss_disc_real_3: 0.18769501149654388 (0.23878685352594956) | > loss_disc_real_4: 0.1679452508687973 (0.2065973417914432) | > loss_disc_real_5: 0.15070782601833344 (0.23509340960046518) | > loss_0: 2.4092531204223633 (2.4404272307520327) | > loss_gen: 2.046164035797119 (2.21131199857463) | > loss_kl: 2.68595290184021 (3.170109240905098) | > loss_feat: 5.834274768829346 (6.208816393561985) | > loss_mel: 16.407108306884766 (16.96284704623015) | > loss_duration: 2.3091793060302734 (2.3478668150694473) | > loss_1: 29.282678604125977 (30.900951634282652)  --> STEP: 24 | > loss_disc: 2.4016542434692383 (2.4388116896152496) | > loss_disc_real_0: 0.1139524057507515 (0.13554597677042088) | > loss_disc_real_1: 0.15292049944400787 (0.14708927149573958) | > loss_disc_real_2: 0.2663160562515259 (0.23860337833563486) | > loss_disc_real_3: 0.2842264771461487 (0.2406801711767912) | > loss_disc_real_4: 0.2282896637916565 (0.20750118854145208) | > loss_disc_real_5: 0.22184841334819794 (0.23454153475662073) | > loss_0: 2.4016542434692383 (2.4388116896152496) | > loss_gen: 2.2862260341644287 (2.2144334167242046) | > loss_kl: 2.917297840118408 (3.159575432538986) | > loss_feat: 5.969036102294922 (6.1988255480925245) | > loss_mel: 15.861115455627441 (16.91694156328837) | > loss_duration: 2.46012544631958 (2.3525442580382028) | > loss_1: 29.493799209594727 (30.842320283253986)  --> STEP: 25 | > loss_disc: 2.483323574066162 (2.4405921649932862) | > loss_disc_real_0: 0.18924009799957275 (0.13769374161958695) | > loss_disc_real_1: 0.12237414717674255 (0.1461006665229797) | > loss_disc_real_2: 0.25984612107276917 (0.23945308804512025) | > loss_disc_real_3: 0.20347334444522858 (0.2391918981075287) | > loss_disc_real_4: 0.17693300545215607 (0.20627846121788024) | > loss_disc_real_5: 0.20665444433689117 (0.23342605113983153) | > loss_0: 2.483323574066162 (2.4405921649932862) | > loss_gen: 2.1347482204437256 (2.211246008872985) | > loss_kl: 3.1156983375549316 (3.157820348739624) | > loss_feat: 8.647857666015625 (6.296786832809448) | > loss_mel: 16.841997146606445 (16.91394378662109) | > loss_duration: 2.3904545307159424 (2.3540606689453125) | > loss_1: 33.13075637817383 (30.933857727050782)  --> STEP: 26 | > loss_disc: 2.259028196334839 (2.4336089354294996) | > loss_disc_real_0: 0.051800958812236786 (0.13439017305007347) | > loss_disc_real_1: 0.11552552133798599 (0.14492469940047994) | > loss_disc_real_2: 0.1781669706106186 (0.2370959296822548) | > loss_disc_real_3: 0.1805606186389923 (0.23693684889720038) | > loss_disc_real_4: 0.09583277255296707 (0.2020305501153836) | > loss_disc_real_5: 0.15394189953804016 (0.2303689683859165) | > loss_0: 2.259028196334839 (2.4336089354294996) | > loss_gen: 1.9255040884017944 (2.2002559350087085) | > loss_kl: 2.422579526901245 (3.1295418555919943) | > loss_feat: 11.290173530578613 (6.488840167339031) | > loss_mel: 18.825115203857422 (16.987450379591717) | > loss_duration: 2.279411792755127 (2.3511895583226132) | > loss_1: 36.74278259277344 (31.157277914193962) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023454244320209217 (-2.8866987961988916e-05) | > avg_loss_disc: 2.4336089354294996 (-0.06326271020449115) | > avg_loss_disc_real_0: 0.13439017305007347 (-0.039129977329419224) | > avg_loss_disc_real_1: 0.14492469940047994 (-0.037378283074268964) | > avg_loss_disc_real_2: 0.2370959296822548 (+0.00844289706303522) | > avg_loss_disc_real_3: 0.23693684889720038 (-0.004972303716035992) | > avg_loss_disc_real_4: 0.2020305501153836 (-0.05026608877457103) | > avg_loss_disc_real_5: 0.2303689683859165 (+0.00677953459895575) | > avg_loss_0: 2.4336089354294996 (-0.06326271020449115) | > avg_loss_gen: 2.2002559350087085 (-0.18641256369077297) | > avg_loss_kl: 3.1295418555919943 (+0.029521639530475596) | > avg_loss_feat: 6.488840167339031 (-0.3305600698177633) | > avg_loss_mel: 16.987450379591717 (-0.3858917309687726) | > avg_loss_duration: 2.3511895583226132 (-0.012036552795997135) | > avg_loss_1: 31.157277914193962 (-0.8853789109450076)  > EPOCH: 818/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:26:37)   --> TIME: 2024-06-12 03:26:41 -- STEP: 9/330 -- GLOBAL_STEP: 357950 | > loss_disc: 2.249283790588379 (2.284379906124539) | > loss_disc_real_0: 0.07253267616033554 (0.0957707092165947) | > loss_disc_real_1: 0.19215668737888336 (0.19412820869021946) | > loss_disc_real_2: 0.21466657519340515 (0.20376107427808973) | > loss_disc_real_3: 0.24851559102535248 (0.22822920150227016) | > loss_disc_real_4: 0.2716866433620453 (0.23311446607112885) | > loss_disc_real_5: 0.23577839136123657 (0.22378313706980812) | > loss_0: 2.249283790588379 (2.284379906124539) | > grad_norm_0: tensor(5.7392, device='cuda:0') (tensor(8.0090, device='cuda:0')) | > loss_gen: 2.659780263900757 (2.536223676469591) | > loss_kl: 2.0252976417541504 (1.923000004556444) | > loss_feat: 7.43424654006958 (6.967375702328152) | > loss_mel: 17.46472930908203 (17.46842532687717) | > loss_duration: 2.0555238723754883 (2.108869446648492) | > loss_1: 31.63957977294922 (31.003894805908203) | > grad_norm_1: tensor(116.6770, device='cuda:0') (tensor(100.1439, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3403 (0.36616985003153485) | > loader_time: 0.0027 (0.0034658643934461805)  --> TIME: 2024-06-12 03:26:50 -- STEP: 34/330 -- GLOBAL_STEP: 357975 | > loss_disc: 2.4336557388305664 (2.3040517007603367) | > loss_disc_real_0: 0.12722444534301758 (0.10001050987664391) | > loss_disc_real_1: 0.1964573711156845 (0.19269972469876795) | > loss_disc_real_2: 0.21868103742599487 (0.20617551838650422) | > loss_disc_real_3: 0.24632717669010162 (0.22664046068401897) | > loss_disc_real_4: 0.23971311748027802 (0.22991073394522948) | > loss_disc_real_5: 0.24577538669109344 (0.22204724523951025) | > loss_0: 2.4336557388305664 (2.3040517007603367) | > grad_norm_0: tensor(14.9993, device='cuda:0') (tensor(9.7948, device='cuda:0')) | > loss_gen: 2.510190725326538 (2.5316852541530834) | > loss_kl: 1.938901662826538 (1.9457434275571037) | > loss_feat: 7.354835033416748 (7.0613983799429505) | > loss_mel: 17.790691375732422 (17.26656246185303) | > loss_duration: 1.9934337139129639 (2.0121537131421707) | > loss_1: 31.588050842285156 (30.817543198080624) | > grad_norm_1: tensor(203.5008, device='cuda:0') (tensor(108.8220, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3513 (0.35677825703340416) | > loader_time: 0.0031 (0.0034451765172621783)  --> TIME: 2024-06-12 03:26:59 -- STEP: 59/330 -- GLOBAL_STEP: 358000 | > loss_disc: 2.318612575531006 (2.324380252320888) | > loss_disc_real_0: 0.10346955060958862 (0.10196026477773311) | > loss_disc_real_1: 0.2166920304298401 (0.19454756606433352) | > loss_disc_real_2: 0.2312605381011963 (0.20904546597246396) | > loss_disc_real_3: 0.21506436169147491 (0.22797463455442654) | > loss_disc_real_4: 0.2232612669467926 (0.23220632364184168) | > loss_disc_real_5: 0.20156462490558624 (0.22229079523329007) | > loss_0: 2.318612575531006 (2.324380252320888) | > grad_norm_0: tensor(11.1765, device='cuda:0') (tensor(10.2012, device='cuda:0')) | > loss_gen: 2.4145941734313965 (2.498640816090471) | > loss_kl: 1.967944622039795 (1.9562391426603674) | > loss_feat: 6.625569820404053 (6.967638759289757) | > loss_mel: 15.916829109191895 (17.19880690817105) | > loss_duration: 1.9548721313476562 (1.9935972771402137) | > loss_1: 28.879810333251953 (30.614922895269878) | > grad_norm_1: tensor(266.8003, device='cuda:0') (tensor(115.3276, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3511 (0.358178264003689) | > loader_time: 0.0033 (0.0034330739813335873) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_358000.pth  --> TIME: 2024-06-12 03:27:13 -- STEP: 84/330 -- GLOBAL_STEP: 358025 | > loss_disc: 2.3454675674438477 (2.346324968905676) | > loss_disc_real_0: 0.10116215795278549 (0.10454046974579491) | > loss_disc_real_1: 0.20412978529930115 (0.19570683528270041) | > loss_disc_real_2: 0.23312580585479736 (0.2116393723658153) | > loss_disc_real_3: 0.2173818051815033 (0.22886147758080846) | > loss_disc_real_4: 0.22032803297042847 (0.23225883021950722) | > loss_disc_real_5: 0.21648365259170532 (0.22262024613363401) | > loss_0: 2.3454675674438477 (2.346324968905676) | > grad_norm_0: tensor(6.1341, device='cuda:0') (tensor(10.4487, device='cuda:0')) | > loss_gen: 2.458587884902954 (2.4924924004645574) | > loss_kl: 1.9852612018585205 (1.9770797008559817) | > loss_feat: 7.134123802185059 (6.987936837332589) | > loss_mel: 17.570066452026367 (17.24463186945233) | > loss_duration: 2.0766665935516357 (1.9863423634143107) | > loss_1: 31.22470474243164 (30.688483238220215) | > grad_norm_1: tensor(112.9558, device='cuda:0') (tensor(123.9689, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3687 (0.36036719027019676) | > loader_time: 0.0038 (0.0035169607117062525)  --> TIME: 2024-06-12 03:27:23 -- STEP: 109/330 -- GLOBAL_STEP: 358050 | > loss_disc: 2.3186278343200684 (2.3516940720584416) | > loss_disc_real_0: 0.10719044506549835 (0.10689616381028375) | > loss_disc_real_1: 0.22473102807998657 (0.19588354120560741) | > loss_disc_real_2: 0.2326347976922989 (0.21183381879001584) | > loss_disc_real_3: 0.23737964034080505 (0.2290648433866851) | > loss_disc_real_4: 0.24049265682697296 (0.232340496204315) | > loss_disc_real_5: 0.21352331340312958 (0.22259829118164307) | > loss_0: 2.3186278343200684 (2.3516940720584416) | > grad_norm_0: tensor(10.4828, device='cuda:0') (tensor(10.1896, device='cuda:0')) | > loss_gen: 2.5474393367767334 (2.486671664299221) | > loss_kl: 2.0342414379119873 (1.992038141696825) | > loss_feat: 6.931217670440674 (6.963513628058477) | > loss_mel: 17.13907241821289 (17.21876551251892) | > loss_duration: 1.9565235376358032 (1.988820537514643) | > loss_1: 30.60849380493164 (30.649809548614222) | > grad_norm_1: tensor(53.3381, device='cuda:0') (tensor(117.2129, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.4012 (0.36501628105793527) | > loader_time: 0.0048 (0.003632587030393268)  --> TIME: 2024-06-12 03:27:33 -- STEP: 134/330 -- GLOBAL_STEP: 358075 | > loss_disc: 2.284471035003662 (2.3558743338086714) | > loss_disc_real_0: 0.10227623581886292 (0.10874044622725514) | > loss_disc_real_1: 0.20366328954696655 (0.196344099382856) | > loss_disc_real_2: 0.20492850244045258 (0.2116861956110641) | > loss_disc_real_3: 0.1972082257270813 (0.2293399291029617) | > loss_disc_real_4: 0.19325874745845795 (0.23234616687048726) | > loss_disc_real_5: 0.1817762553691864 (0.22227137446848313) | > loss_0: 2.284471035003662 (2.3558743338086714) | > grad_norm_0: tensor(6.9690, device='cuda:0') (tensor(9.8015, device='cuda:0')) | > loss_gen: 2.5604515075683594 (2.48058257174136) | > loss_kl: 2.2401928901672363 (1.998236246073424) | > loss_feat: 7.876927375793457 (6.95926559505178) | > loss_mel: 18.153705596923828 (17.233984612706877) | > loss_duration: 2.004164218902588 (1.992759652991793) | > loss_1: 32.83544158935547 (30.664828841365985) | > grad_norm_1: tensor(99.3585, device='cuda:0') (tensor(110.8651, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3884 (0.3696507927197129) | > loader_time: 0.0046 (0.0037848237735121997)  --> TIME: 2024-06-12 03:27:43 -- STEP: 159/330 -- GLOBAL_STEP: 358100 | > loss_disc: 2.4387598037719727 (2.361632330612566) | > loss_disc_real_0: 0.12495402991771698 (0.11146880189577739) | > loss_disc_real_1: 0.20801925659179688 (0.19627910533791068) | > loss_disc_real_2: 0.20740321278572083 (0.21215052059236564) | > loss_disc_real_3: 0.26072537899017334 (0.23000212894670619) | > loss_disc_real_4: 0.2752723693847656 (0.23246082410497484) | > loss_disc_real_5: 0.22463791072368622 (0.22292292417970094) | > loss_0: 2.4387598037719727 (2.361632330612566) | > grad_norm_0: tensor(27.9425, device='cuda:0') (tensor(10.1011, device='cuda:0')) | > loss_gen: 2.646873712539673 (2.4772928285898654) | > loss_kl: 2.114536762237549 (2.0079101076665915) | > loss_feat: 6.867868900299072 (6.9473625489001005) | > loss_mel: 16.91765022277832 (17.214648858556203) | > loss_duration: 2.0315303802490234 (1.9965683304288853) | > loss_1: 30.578458786010742 (30.643782801598125) | > grad_norm_1: tensor(432.5062, device='cuda:0') (tensor(116.1080, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3973 (0.37204230956311507) | > loader_time: 0.0046 (0.0038935358419358353)  --> TIME: 2024-06-12 03:27:53 -- STEP: 184/330 -- GLOBAL_STEP: 358125 | > loss_disc: 2.365701913833618 (2.3630055176175153) | > loss_disc_real_0: 0.12246435135602951 (0.11278480137495892) | > loss_disc_real_1: 0.19240696728229523 (0.19567581460527755) | > loss_disc_real_2: 0.23334908485412598 (0.21202041111562564) | > loss_disc_real_3: 0.2503533363342285 (0.23006124430052613) | > loss_disc_real_4: 0.24330899119377136 (0.23316416233454063) | > loss_disc_real_5: 0.23409360647201538 (0.22343175639600857) | > loss_0: 2.365701913833618 (2.3630055176175153) | > grad_norm_0: tensor(6.4825, device='cuda:0') (tensor(10.3957, device='cuda:0')) | > loss_gen: 2.447077512741089 (2.4739027230635933) | > loss_kl: 1.9909693002700806 (2.006999823062316) | > loss_feat: 7.461483478546143 (6.952271749144015) | > loss_mel: 17.359960556030273 (17.172215301057555) | > loss_duration: 2.0497756004333496 (2.0038309991359706) | > loss_1: 31.30926513671875 (30.60922074317932) | > grad_norm_1: tensor(134.7028, device='cuda:0') (tensor(122.5050, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.3826 (0.37342738198197406) | > loader_time: 0.0048 (0.003995651784150495)  --> TIME: 2024-06-12 03:28:03 -- STEP: 209/330 -- GLOBAL_STEP: 358150 | > loss_disc: 2.2828001976013184 (2.365066101676539) | > loss_disc_real_0: 0.14056292176246643 (0.11406723987400247) | > loss_disc_real_1: 0.197257399559021 (0.1960353424246802) | > loss_disc_real_2: 0.180833637714386 (0.21171971371299342) | > loss_disc_real_3: 0.22366783022880554 (0.23018302244432806) | > loss_disc_real_4: 0.2236490249633789 (0.23342646145079124) | > loss_disc_real_5: 0.1817256510257721 (0.2239321612855464) | > loss_0: 2.2828001976013184 (2.365066101676539) | > grad_norm_0: tensor(28.3003, device='cuda:0') (tensor(11.0531, device='cuda:0')) | > loss_gen: 2.5199036598205566 (2.4722679619583774) | > loss_kl: 2.0149471759796143 (2.0113735073491137) | > loss_feat: 7.388161659240723 (6.942364993848298) | > loss_mel: 16.621448516845703 (17.131497305546073) | > loss_duration: 2.0944817066192627 (2.0115005616366006) | > loss_1: 30.63894271850586 (30.56900446038497) | > grad_norm_1: tensor(500.3547, device='cuda:0') (tensor(128.5479, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.4011 (0.3770360695688348) | > loader_time: 0.0051 (0.004124747509020936)  --> TIME: 2024-06-12 03:28:13 -- STEP: 234/330 -- GLOBAL_STEP: 358175 | > loss_disc: 2.474191904067993 (2.365914760491786) | > loss_disc_real_0: 0.13006651401519775 (0.11506183448637652) | > loss_disc_real_1: 0.20275641977787018 (0.19627314876032695) | > loss_disc_real_2: 0.24060967564582825 (0.212352042651584) | > loss_disc_real_3: 0.25435754656791687 (0.22999222850442952) | > loss_disc_real_4: 0.23989297449588776 (0.23241679835268575) | > loss_disc_real_5: 0.2935062050819397 (0.22339618836457914) | > loss_0: 2.474191904067993 (2.365914760491786) | > grad_norm_0: tensor(46.9278, device='cuda:0') (tensor(12.8310, device='cuda:0')) | > loss_gen: 2.5150482654571533 (2.4752363873343173) | > loss_kl: 1.9828276634216309 (2.0177708064389006) | > loss_feat: 6.466192245483398 (6.933024451263949) | > loss_mel: 15.966330528259277 (17.094630074297246) | > loss_duration: 2.0780298709869385 (2.020161115206205) | > loss_1: 29.00843048095703 (30.54082293388171) | > grad_norm_1: tensor(345.4882, device='cuda:0') (tensor(147.6275, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.4115 (0.38011419773101807) | > loader_time: 0.0053 (0.004261376511337408)  --> TIME: 2024-06-12 03:28:24 -- STEP: 259/330 -- GLOBAL_STEP: 358200 | > loss_disc: 2.419715166091919 (2.370221668228679) | > loss_disc_real_0: 0.13166543841362 (0.11561887202115592) | > loss_disc_real_1: 0.22780942916870117 (0.19722498222667742) | > loss_disc_real_2: 0.2153620719909668 (0.21286752681934695) | > loss_disc_real_3: 0.2234448492527008 (0.23008720340876046) | > loss_disc_real_4: 0.2179102897644043 (0.23316678801788787) | > loss_disc_real_5: 0.1989295482635498 (0.22387145091437924) | > loss_0: 2.419715166091919 (2.370221668228679) | > grad_norm_0: tensor(13.4670, device='cuda:0') (tensor(14.1327, device='cuda:0')) | > loss_gen: 2.3440871238708496 (2.478730581902168) | > loss_kl: 2.1061296463012695 (2.0230767036496884) | > loss_feat: 6.498023986816406 (6.953310924147087) | > loss_mel: 16.804969787597656 (17.064228610182347) | > loss_duration: 2.1325860023498535 (2.0283228430508644) | > loss_1: 29.88579559326172 (30.547669731051766) | > grad_norm_1: tensor(448.5431, device='cuda:0') (tensor(168.7298, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.4286 (0.3850341984664151) | > loader_time: 0.0062 (0.004419093886857785)  --> TIME: 2024-06-12 03:28:36 -- STEP: 284/330 -- GLOBAL_STEP: 358225 | > loss_disc: 2.3395299911499023 (2.3736760146181335) | > loss_disc_real_0: 0.1599360704421997 (0.11718711369788982) | > loss_disc_real_1: 0.23483149707317352 (0.1974762004445976) | > loss_disc_real_2: 0.20081861317157745 (0.2128068674093401) | > loss_disc_real_3: 0.2196018099784851 (0.2305016319831492) | > loss_disc_real_4: 0.21553897857666016 (0.23340988007019942) | > loss_disc_real_5: 0.16846461594104767 (0.2231173451832482) | > loss_0: 2.3395299911499023 (2.3736760146181335) | > grad_norm_0: tensor(34.6347, device='cuda:0') (tensor(15.9321, device='cuda:0')) | > loss_gen: 2.35781192779541 (2.4776545578325293) | > loss_kl: 2.1623620986938477 (2.028531816643727) | > loss_feat: 7.570896625518799 (6.961471090854054) | > loss_mel: 16.390361785888672 (17.028174188775065) | > loss_duration: 2.143768548965454 (2.0380051077251693) | > loss_1: 30.625202178955078 (30.533836814719187) | > grad_norm_1: tensor(630.8805, device='cuda:0') (tensor(191.6121, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.4472 (0.39074330850386285) | > loader_time: 0.0061 (0.004576793858702751)  --> TIME: 2024-06-12 03:28:48 -- STEP: 309/330 -- GLOBAL_STEP: 358250 | > loss_disc: 2.403724193572998 (2.3768120552729632) | > loss_disc_real_0: 0.12447140365839005 (0.11827400676351535) | > loss_disc_real_1: 0.21262817084789276 (0.1975119705146185) | > loss_disc_real_2: 0.2210647016763687 (0.21290682034392186) | > loss_disc_real_3: 0.2137693464756012 (0.2304579418357522) | > loss_disc_real_4: 0.2044864296913147 (0.23334541863801025) | > loss_disc_real_5: 0.2207728624343872 (0.22287366493427246) | > loss_0: 2.403724193572998 (2.3768120552729632) | > grad_norm_0: tensor(37.0623, device='cuda:0') (tensor(17.3453, device='cuda:0')) | > loss_gen: 2.2933478355407715 (2.474418334590579) | > loss_kl: 2.0672991275787354 (2.033026822948145) | > loss_feat: 6.952081680297852 (6.966571199855372) | > loss_mel: 16.323711395263672 (16.984706684223653) | > loss_duration: 2.2196638584136963 (2.0500816427002437) | > loss_1: 29.856103897094727 (30.508804728683916) | > grad_norm_1: tensor(420.3726, device='cuda:0') (tensor(211.5999, device='cuda:0')) | > current_lr_0: 0.00018055961051103537 | > current_lr_1: 0.00018055961051103537 | > step_time: 0.504 (0.3982400817006924) | > loader_time: 0.0081 (0.00477492384926015)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6440248489379883 (2.6440248489379883) | > loss_disc_real_0: 0.1613096296787262 (0.1613096296787262) | > loss_disc_real_1: 0.2430873066186905 (0.2430873066186905) | > loss_disc_real_2: 0.21954475343227386 (0.21954475343227386) | > loss_disc_real_3: 0.25647976994514465 (0.25647976994514465) | > loss_disc_real_4: 0.27033522725105286 (0.27033522725105286) | > loss_disc_real_5: 0.2716391682624817 (0.2716391682624817) | > loss_0: 2.6440248489379883 (2.6440248489379883) | > loss_gen: 2.1889755725860596 (2.1889755725860596) | > loss_kl: 2.780470132827759 (2.780470132827759) | > loss_feat: 5.308496952056885 (5.308496952056885) | > loss_mel: 14.341974258422852 (14.341974258422852) | > loss_duration: 3.0666325092315674 (3.0666325092315674) | > loss_1: 27.686552047729492 (27.686552047729492)  --> STEP: 1 | > loss_disc: 2.1378066539764404 (2.1378066539764404) | > loss_disc_real_0: 0.11487656831741333 (0.11487656831741333) | > loss_disc_real_1: 0.1683785766363144 (0.1683785766363144) | > loss_disc_real_2: 0.14694754779338837 (0.14694754779338837) | > loss_disc_real_3: 0.20961925387382507 (0.20961925387382507) | > loss_disc_real_4: 0.17954519391059875 (0.17954519391059875) | > loss_disc_real_5: 0.18604035675525665 (0.18604035675525665) | > loss_0: 2.1378066539764404 (2.1378066539764404) | > loss_gen: 2.4040603637695312 (2.4040603637695312) | > loss_kl: 2.8753111362457275 (2.8753111362457275) | > loss_feat: 7.940922260284424 (7.940922260284424) | > loss_mel: 18.680522918701172 (18.680522918701172) | > loss_duration: 2.4611377716064453 (2.4611377716064453) | > loss_1: 34.36195373535156 (34.36195373535156)  --> STEP: 2 | > loss_disc: 2.44185733795166 (2.2898319959640503) | > loss_disc_real_0: 0.08123837411403656 (0.09805747121572495) | > loss_disc_real_1: 0.18786300718784332 (0.17812079191207886) | > loss_disc_real_2: 0.1686907857656479 (0.15781916677951813) | > loss_disc_real_3: 0.2074950933456421 (0.20855717360973358) | > loss_disc_real_4: 0.2241927832365036 (0.20186898857355118) | > loss_disc_real_5: 0.27373257279396057 (0.2298864647746086) | > loss_0: 2.44185733795166 (2.2898319959640503) | > loss_gen: 2.1445975303649902 (2.2743289470672607) | > loss_kl: 2.70747709274292 (2.7913941144943237) | > loss_feat: 5.833911418914795 (6.887416839599609) | > loss_mel: 18.032135009765625 (18.3563289642334) | > loss_duration: 2.5220913887023926 (2.491614580154419) | > loss_1: 31.24021339416504 (32.8010835647583)  --> STEP: 3 | > loss_disc: 2.237055540084839 (2.272239844004313) | > loss_disc_real_0: 0.0880012959241867 (0.0947054127852122) | > loss_disc_real_1: 0.14136074483394623 (0.16586744288603464) | > loss_disc_real_2: 0.16267406940460205 (0.1594374676545461) | > loss_disc_real_3: 0.21893370151519775 (0.2120160162448883) | > loss_disc_real_4: 0.23492926359176636 (0.21288908024628958) | > loss_disc_real_5: 0.21841011941432953 (0.22606101632118225) | > loss_0: 2.237055540084839 (2.272239844004313) | > loss_gen: 2.3549699783325195 (2.301209290822347) | > loss_kl: 4.0861310958862305 (3.222973108291626) | > loss_feat: 7.294225692749023 (7.023019790649414) | > loss_mel: 16.872896194458008 (17.86185137430827) | > loss_duration: 2.4253549575805664 (2.4695280392964682) | > loss_1: 33.03357696533203 (32.87858136494955)  --> STEP: 4 | > loss_disc: 2.4521632194519043 (2.317220687866211) | > loss_disc_real_0: 0.1337936371564865 (0.10447746887803078) | > loss_disc_real_1: 0.19348466396331787 (0.17277174815535545) | > loss_disc_real_2: 0.1980239748954773 (0.1690840944647789) | > loss_disc_real_3: 0.24586164951324463 (0.2204774245619774) | > loss_disc_real_4: 0.24359731376171112 (0.22056613862514496) | > loss_disc_real_5: 0.21608684957027435 (0.22356747463345528) | > loss_0: 2.4521632194519043 (2.317220687866211) | > loss_gen: 2.114539384841919 (2.25454181432724) | > loss_kl: 3.8263673782348633 (3.3738216757774353) | > loss_feat: 5.490018367767334 (6.639769434928894) | > loss_mel: 14.837493896484375 (17.105762004852295) | > loss_duration: 2.4835662841796875 (2.473037600517273) | > loss_1: 28.751985549926758 (31.846932411193848)  --> STEP: 5 | > loss_disc: 2.3152201175689697 (2.316820573806763) | > loss_disc_real_0: 0.1006823480129242 (0.10371844470500946) | > loss_disc_real_1: 0.15654073655605316 (0.169525545835495) | > loss_disc_real_2: 0.1757868230342865 (0.17042464017868042) | > loss_disc_real_3: 0.21406160295009613 (0.21919426023960115) | > loss_disc_real_4: 0.16888919472694397 (0.21023074984550477) | > loss_disc_real_5: 0.17454804480075836 (0.2137635886669159) | > loss_0: 2.3152201175689697 (2.316820573806763) | > loss_gen: 2.181220769882202 (2.2398776054382323) | > loss_kl: 2.8397603034973145 (3.267009401321411) | > loss_feat: 8.958970069885254 (7.103609561920166) | > loss_mel: 19.851295471191406 (17.65486869812012) | > loss_duration: 2.3771462440490723 (2.453859329223633) | > loss_1: 36.20839309692383 (32.719224548339845)  --> STEP: 6 | > loss_disc: 2.5835933685302734 (2.361282706260681) | > loss_disc_real_0: 0.08525809645652771 (0.10064171999692917) | > loss_disc_real_1: 0.23612546920776367 (0.18062553306420645) | > loss_disc_real_2: 0.2089139223098755 (0.1768395205338796) | > loss_disc_real_3: 0.2918139696121216 (0.2312975451350212) | > loss_disc_real_4: 0.24130210280418396 (0.2154093086719513) | > loss_disc_real_5: 0.19788596034049988 (0.2111173172791799) | > loss_0: 2.5835933685302734 (2.361282706260681) | > loss_gen: 1.9157304763793945 (2.1858530839284263) | > loss_kl: 2.8039846420288086 (3.1898386081059775) | > loss_feat: 3.514612913131714 (6.505443453788757) | > loss_mel: 14.092032432556152 (17.061062653859455) | > loss_duration: 2.2472825050354004 (2.4194298585255942) | > loss_1: 24.573640823364258 (31.361627260843914)  --> STEP: 7 | > loss_disc: 2.6550416946411133 (2.403248276029314) | > loss_disc_real_0: 0.14106541872024536 (0.10641653410026006) | > loss_disc_real_1: 0.25377193093299866 (0.1910750184740339) | > loss_disc_real_2: 0.1861923187971115 (0.17817563457148416) | > loss_disc_real_3: 0.24609343707561493 (0.23341124398367746) | > loss_disc_real_4: 0.23499532043933868 (0.21820731035300664) | > loss_disc_real_5: 0.24773423373699188 (0.2163483053445816) | > loss_0: 2.6550416946411133 (2.403248276029314) | > loss_gen: 1.9284201860427856 (2.1490769556590488) | > loss_kl: 4.386369228363037 (3.360771553856986) | > loss_feat: 4.280409336090088 (6.187581436974662) | > loss_mel: 15.341290473937988 (16.815380913870676) | > loss_duration: 2.5704710483551025 (2.441007171358381) | > loss_1: 28.506959915161133 (30.95381764003209)  --> STEP: 8 | > loss_disc: 2.5724589824676514 (2.4243996143341064) | > loss_disc_real_0: 0.20777110755443573 (0.11908585578203201) | > loss_disc_real_1: 0.21151623129844666 (0.1936301700770855) | > loss_disc_real_2: 0.11802778393030167 (0.17065715324133635) | > loss_disc_real_3: 0.26424017548561096 (0.23726486042141914) | > loss_disc_real_4: 0.21746090054512024 (0.21811400912702084) | > loss_disc_real_5: 0.19682040810585022 (0.21390731818974018) | > loss_0: 2.5724589824676514 (2.4243996143341064) | > loss_gen: 1.9825634956359863 (2.128262773156166) | > loss_kl: 3.308178424835205 (3.3541974127292633) | > loss_feat: 9.09152603149414 (6.550574511289597) | > loss_mel: 17.451778411865234 (16.894930601119995) | > loss_duration: 2.3091306686401367 (2.4245226085186005) | > loss_1: 34.1431770324707 (31.352487564086914)  --> STEP: 9 | > loss_disc: 2.524747133255005 (2.435549338658651) | > loss_disc_real_0: 0.14299499988555908 (0.12174242734909058) | > loss_disc_real_1: 0.20124387741088867 (0.19447613755861917) | > loss_disc_real_2: 0.17700274288654327 (0.17136221875747046) | > loss_disc_real_3: 0.23947486281394958 (0.2375104162428114) | > loss_disc_real_4: 0.2727567255496979 (0.22418542206287384) | > loss_disc_real_5: 0.22973810136318207 (0.2156662940979004) | > loss_0: 2.524747133255005 (2.435549338658651) | > loss_gen: 2.2499985694885254 (2.1417889727486505) | > loss_kl: 2.164849042892456 (3.222047593858507) | > loss_feat: 8.870918273925781 (6.808390484915839) | > loss_mel: 19.193479537963867 (17.15032492743598) | > loss_duration: 2.2344164848327637 (2.403399705886841) | > loss_1: 34.71366500854492 (31.72595172458225)  --> STEP: 10 | > loss_disc: 2.5514187812805176 (2.4471362829208374) | > loss_disc_real_0: 0.10400266945362091 (0.11996845155954361) | > loss_disc_real_1: 0.18634633719921112 (0.19366315752267838) | > loss_disc_real_2: 0.19781962037086487 (0.17400795891880988) | > loss_disc_real_3: 0.24076978862285614 (0.2378363534808159) | > loss_disc_real_4: 0.21109746396541595 (0.22287662625312804) | > loss_disc_real_5: 0.29241877794265747 (0.2233415424823761) | > loss_0: 2.5514187812805176 (2.4471362829208374) | > loss_gen: 1.98949134349823 (2.1265592098236086) | > loss_kl: 3.0093557834625244 (3.2007784128189085) | > loss_feat: 6.569282054901123 (6.784479641914368) | > loss_mel: 17.685964584350586 (17.20388889312744) | > loss_duration: 2.3437094688415527 (2.397430682182312) | > loss_1: 31.597803115844727 (31.713136863708495)  --> STEP: 11 | > loss_disc: 2.426832914352417 (2.44529052214189) | > loss_disc_real_0: 0.07601752132177353 (0.11597291244701906) | > loss_disc_real_1: 0.1290876716375351 (0.18779265880584717) | > loss_disc_real_2: 0.1984158307313919 (0.17622685635631735) | > loss_disc_real_3: 0.2001149207353592 (0.234407132322138) | > loss_disc_real_4: 0.19494043290615082 (0.22033697231249375) | > loss_disc_real_5: 0.25677770376205444 (0.2263811935078014) | > loss_0: 2.426832914352417 (2.44529052214189) | > loss_gen: 2.027937889099121 (2.1175936352122915) | > loss_kl: 3.80239200592041 (3.255470557646318) | > loss_feat: 7.386443614959717 (6.839203639463945) | > loss_mel: 17.349609375 (17.21713620966131) | > loss_duration: 2.5508556365966797 (2.411378405310891) | > loss_1: 33.11724090576172 (31.840782685713336)  --> STEP: 12 | > loss_disc: 2.216261386871338 (2.4262047608693442) | > loss_disc_real_0: 0.13406729698181152 (0.11748077782491843) | > loss_disc_real_1: 0.10748124867677689 (0.1811000412950913) | > loss_disc_real_2: 0.19481706619262695 (0.17777604050934315) | > loss_disc_real_3: 0.22561399638652802 (0.23367437099417052) | > loss_disc_real_4: 0.14717286825180054 (0.21423996364076933) | > loss_disc_real_5: 0.14852741360664368 (0.21989337851603827) | > loss_0: 2.216261386871338 (2.4262047608693442) | > loss_gen: 2.1731948852539062 (2.1222270727157593) | > loss_kl: 3.639740228652954 (3.287493030230204) | > loss_feat: 6.521960258483887 (6.81276669104894) | > loss_mel: 17.575838088989258 (17.247028032938637) | > loss_duration: 2.3377201557159424 (2.4052402178446455) | > loss_1: 32.248451232910156 (31.874755064646404)  --> STEP: 13 | > loss_disc: 2.2302660942077637 (2.4111325557415304) | > loss_disc_real_0: 0.10570031404495239 (0.11657458830338258) | > loss_disc_real_1: 0.1771722137928009 (0.18079790071799204) | > loss_disc_real_2: 0.1807946115732193 (0.17800823828348747) | > loss_disc_real_3: 0.21206369996070862 (0.2320120116839042) | > loss_disc_real_4: 0.17734481394290924 (0.2114018752024724) | > loss_disc_real_5: 0.1840355396270752 (0.21713508321688726) | > loss_0: 2.2302660942077637 (2.4111325557415304) | > loss_gen: 2.262141227722168 (2.1329897000239444) | > loss_kl: 3.5554440021514893 (3.3081046434549184) | > loss_feat: 7.88259220123291 (6.895060961063091) | > loss_mel: 15.971918106079102 (17.14894265394944) | > loss_duration: 2.298347234725952 (2.397017680681669) | > loss_1: 31.970443725585938 (31.88211573087252)  --> STEP: 14 | > loss_disc: 2.1699230670928955 (2.393903306552342) | > loss_disc_real_0: 0.17423319816589355 (0.12069306043641907) | > loss_disc_real_1: 0.17782780528068542 (0.1805857510438987) | > loss_disc_real_2: 0.16568347811698914 (0.17712789827159472) | > loss_disc_real_3: 0.21444670855998993 (0.2307573471750532) | > loss_disc_real_4: 0.21141551434993744 (0.21140284942729132) | > loss_disc_real_5: 0.15624162554740906 (0.21278555052621023) | > loss_0: 2.1699230670928955 (2.393903306552342) | > loss_gen: 2.4375078678131104 (2.1547409977231706) | > loss_kl: 4.139049530029297 (3.367457849638803) | > loss_feat: 7.5133376121521 (6.93922357899802) | > loss_mel: 17.750431060791016 (17.19190611158098) | > loss_duration: 2.44693922996521 (2.4005835056304936) | > loss_1: 34.28726577758789 (32.05391216278076)  --> STEP: 15 | > loss_disc: 2.4516193866729736 (2.397751045227051) | > loss_disc_real_0: 0.09009043872356415 (0.11865288565556208) | > loss_disc_real_1: 0.15922632813453674 (0.1791617895166079) | > loss_disc_real_2: 0.2263675034046173 (0.18041053861379625) | > loss_disc_real_3: 0.248757004737854 (0.23195732434590657) | > loss_disc_real_4: 0.21373100578784943 (0.21155805985132853) | > loss_disc_real_5: 0.2453124225139618 (0.21495400865872702) | > loss_0: 2.4516193866729736 (2.397751045227051) | > loss_gen: 2.089994430541992 (2.1504245599110923) | > loss_kl: 3.3370120525360107 (3.3654281298319497) | > loss_feat: 6.775892734527588 (6.9283348560333256) | > loss_mel: 18.56729507446289 (17.283598709106442) | > loss_duration: 2.4064927101135254 (2.4009774525960292) | > loss_1: 33.17668533325195 (32.12876370747884)  --> STEP: 16 | > loss_disc: 2.746154308319092 (2.4195262491703033) | > loss_disc_real_0: 0.23436519503593445 (0.12588490499183536) | > loss_disc_real_1: 0.3067602813243866 (0.1871366952545941) | > loss_disc_real_2: 0.2533957362174988 (0.18497211346402764) | > loss_disc_real_3: 0.20656488835811615 (0.23037029709666967) | > loss_disc_real_4: 0.22345134615898132 (0.21230139024555683) | > loss_disc_real_5: 0.1878020316362381 (0.21325701009482145) | > loss_0: 2.746154308319092 (2.4195262491703033) | > loss_gen: 2.108001708984375 (2.1477731317281723) | > loss_kl: 2.9351913928985596 (3.338538333773613) | > loss_feat: 7.4682488441467285 (6.962079480290413) | > loss_mel: 15.813117027282715 (17.19169360399246) | > loss_duration: 2.4559388160705566 (2.404412537813187) | > loss_1: 30.78049659729004 (32.04449701309204)  --> STEP: 17 | > loss_disc: 2.396606922149658 (2.4181780534632065) | > loss_disc_real_0: 0.13053572177886963 (0.1261584824498962) | > loss_disc_real_1: 0.20647850632667542 (0.18827444884706945) | > loss_disc_real_2: 0.2543216347694397 (0.18905149707022836) | > loss_disc_real_3: 0.2574431598186493 (0.23196281843325672) | > loss_disc_real_4: 0.21102561056613922 (0.21222634438206167) | > loss_disc_real_5: 0.274428129196167 (0.21685531121843002) | > loss_0: 2.396606922149658 (2.4181780534632065) | > loss_gen: 2.612156391143799 (2.1750897940467384) | > loss_kl: 2.288111686706543 (3.2767485310049618) | > loss_feat: 6.868902206420898 (6.956598464180441) | > loss_mel: 17.47886085510254 (17.208585795234228) | > loss_duration: 2.492405891418457 (2.4095886174370267) | > loss_1: 31.740436553955078 (32.02661110373104)  --> STEP: 18 | > loss_disc: 2.6028876304626465 (2.4284396966298423) | > loss_disc_real_0: 0.13159798085689545 (0.1264606768058406) | > loss_disc_real_1: 0.19505126774311066 (0.1886509387857384) | > loss_disc_real_2: 0.1150612011551857 (0.1849409250749482) | > loss_disc_real_3: 0.1905905306339264 (0.22966435799996057) | > loss_disc_real_4: 0.25358426570892334 (0.21452400667799842) | > loss_disc_real_5: 0.19162173569202423 (0.21545344591140747) | > loss_0: 2.6028876304626465 (2.4284396966298423) | > loss_gen: 2.0277769565582275 (2.166905747519599) | > loss_kl: 3.8194427490234375 (3.306898209783766) | > loss_feat: 8.569141387939453 (7.046184182167053) | > loss_mel: 20.159883499145508 (17.372546778784855) | > loss_duration: 2.244457483291626 (2.40041466554006) | > loss_1: 36.82070541381836 (32.29294967651367)  --> STEP: 19 | > loss_disc: 2.647751569747925 (2.439982426793952) | > loss_disc_real_0: 0.18744000792503357 (0.1296701152857981) | > loss_disc_real_1: 0.24189108610153198 (0.19145305180235914) | > loss_disc_real_2: 0.2809988856315613 (0.18999660720950678) | > loss_disc_real_3: 0.24319033324718475 (0.23037625143402501) | > loss_disc_real_4: 0.21414512395858765 (0.21450406548223996) | > loss_disc_real_5: 0.21998634934425354 (0.2156920197762941) | > loss_0: 2.647751569747925 (2.439982426793952) | > loss_gen: 2.104642391204834 (2.16362872876619) | > loss_kl: 2.121619462966919 (3.244515117846037) | > loss_feat: 5.560011386871338 (6.967964561362016) | > loss_mel: 14.89598274230957 (17.24220130318089) | > loss_duration: 2.3835058212280273 (2.3995247263657427) | > loss_1: 27.06576156616211 (32.01783451281096)  --> STEP: 20 | > loss_disc: 2.6380085945129395 (2.449883735179901) | > loss_disc_real_0: 0.2024136781692505 (0.13330729342997072) | > loss_disc_real_1: 0.22368992865085602 (0.19306489564478396) | > loss_disc_real_2: 0.20770922303199768 (0.19088223800063134) | > loss_disc_real_3: 0.259615033864975 (0.2318381905555725) | > loss_disc_real_4: 0.2545959949493408 (0.216508661955595) | > loss_disc_real_5: 0.2664717137813568 (0.21823100447654725) | > loss_0: 2.6380085945129395 (2.449883735179901) | > loss_gen: 2.2251086235046387 (2.1667027235031124) | > loss_kl: 2.695387363433838 (3.2170587301254274) | > loss_feat: 5.574857234954834 (6.898309195041657) | > loss_mel: 17.726032257080078 (17.266392850875853) | > loss_duration: 2.3045310974121094 (2.394775044918061) | > loss_1: 30.525917053222656 (31.94323863983154)  --> STEP: 21 | > loss_disc: 2.33196759223938 (2.444268680754162) | > loss_disc_real_0: 0.18214204907417297 (0.13563275798445654) | > loss_disc_real_1: 0.14661605656147003 (0.19085304616462617) | > loss_disc_real_2: 0.3061564266681671 (0.1963714850800378) | > loss_disc_real_3: 0.2504733204841614 (0.23272557769502913) | > loss_disc_real_4: 0.30269116163253784 (0.22061259051163992) | > loss_disc_real_5: 0.2289987951517105 (0.21874375641345978) | > loss_0: 2.33196759223938 (2.444268680754162) | > loss_gen: 2.830660820007324 (2.1983197757175987) | > loss_kl: 2.552947998046875 (3.185434409550258) | > loss_feat: 6.921689987182617 (6.899422566095988) | > loss_mel: 14.610586166381836 (17.139925865899947) | > loss_duration: 2.1525168418884277 (2.383238940011888) | > loss_1: 29.068403244018555 (31.8063417162214)  --> STEP: 22 | > loss_disc: 2.301173448562622 (2.437764352018183) | > loss_disc_real_0: 0.09351737797260284 (0.13371842252937227) | > loss_disc_real_1: 0.23359964787960052 (0.1927960735153068) | > loss_disc_real_2: 0.18569906055927277 (0.1958863748745485) | > loss_disc_real_3: 0.20217740535736084 (0.23133702440695328) | > loss_disc_real_4: 0.274329274892807 (0.22305425798351114) | > loss_disc_real_5: 0.2632450759410858 (0.22076654366471551) | > loss_0: 2.301173448562622 (2.437764352018183) | > loss_gen: 2.514716625213623 (2.212701450694691) | > loss_kl: 2.3901402950286865 (3.149284677072005) | > loss_feat: 7.012497425079346 (6.9045623324134136) | > loss_mel: 18.021560668945312 (17.18000017512928) | > loss_duration: 2.234330654144287 (2.3764703815633608) | > loss_1: 32.17324447631836 (31.823019114407625)  --> STEP: 23 | > loss_disc: 2.5053658485412598 (2.440703547519186) | > loss_disc_real_0: 0.11937035620212555 (0.1330945935586224) | > loss_disc_real_1: 0.21175643801689148 (0.19362043718928876) | > loss_disc_real_2: 0.1930958330631256 (0.195765046969704) | > loss_disc_real_3: 0.198830708861351 (0.2299237063397532) | > loss_disc_real_4: 0.24213631451129913 (0.2238839126151541) | > loss_disc_real_5: 0.3019056022167206 (0.2242943288191505) | > loss_0: 2.5053658485412598 (2.440703547519186) | > loss_gen: 2.0315310955047607 (2.2048244787299116) | > loss_kl: 2.9087073802948 (3.1388247946034307) | > loss_feat: 5.767639636993408 (6.855130910873413) | > loss_mel: 17.332612991333008 (17.186635514964223) | > loss_duration: 2.3119547367095947 (2.3736653535262406) | > loss_1: 30.352445602416992 (31.759081135625426)  --> STEP: 24 | > loss_disc: 2.3107972145080566 (2.435290783643722) | > loss_disc_real_0: 0.14075800776481628 (0.1334139024838805) | > loss_disc_real_1: 0.1660708338022232 (0.19247253704816103) | > loss_disc_real_2: 0.17268410325050354 (0.19480334098140398) | > loss_disc_real_3: 0.18037950992584229 (0.2278593648225069) | > loss_disc_real_4: 0.20808157324790955 (0.22322548180818558) | > loss_disc_real_5: 0.213003009557724 (0.22382385718325773) | > loss_0: 2.3107972145080566 (2.435290783643722) | > loss_gen: 2.307650566101074 (2.209108899037043) | > loss_kl: 2.744757890701294 (3.122405340274175) | > loss_feat: 7.314925193786621 (6.874289005994797) | > loss_mel: 18.038362503051758 (17.22212413946787) | > loss_duration: 2.472710132598877 (2.3777922193209338) | > loss_1: 32.8784065246582 (31.80571969350179)  --> STEP: 25 | > loss_disc: 2.6593143939971924 (2.4442517280578606) | > loss_disc_real_0: 0.1017594188451767 (0.13214772313833234) | > loss_disc_real_1: 0.181156188249588 (0.19201988309621812) | > loss_disc_real_2: 0.2627720236778259 (0.19752208828926088) | > loss_disc_real_3: 0.2196720391511917 (0.2275318717956543) | > loss_disc_real_4: 0.19097848236560822 (0.22193560183048247) | > loss_disc_real_5: 0.24155831336975098 (0.22453323543071746) | > loss_0: 2.6593143939971924 (2.4442517280578606) | > loss_gen: 1.8404005765914917 (2.1943605661392214) | > loss_kl: 2.5408828258514404 (3.0991444396972656) | > loss_feat: 5.266820907592773 (6.809990282058716) | > loss_mel: 15.493561744689941 (17.152981643676753) | > loss_duration: 2.432887077331543 (2.379996013641358) | > loss_1: 27.574554443359375 (31.636473083496092)  --> STEP: 26 | > loss_disc: 2.5133371353149414 (2.44690885910621) | > loss_disc_real_0: 0.11154592037200928 (0.13135534610885838) | > loss_disc_real_1: 0.16916289925575256 (0.19114076833312327) | > loss_disc_real_2: 0.13841521739959717 (0.19524874710119688) | > loss_disc_real_3: 0.10327000170946121 (0.2227525691000315) | > loss_disc_real_4: 0.17096252739429474 (0.21997509896755219) | > loss_disc_real_5: 0.10276870429515839 (0.21984998423319596) | > loss_0: 2.5133371353149414 (2.44690885910621) | > loss_gen: 1.5780093669891357 (2.1706547507872953) | > loss_kl: 2.3666021823883057 (3.070969737493075) | > loss_feat: 9.478271484375 (6.912616482147803) | > loss_mel: 17.97252082824707 (17.184502381544842) | > loss_duration: 2.306276321411133 (2.3771606408632726) | > loss_1: 33.70167922973633 (31.71590408912072) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023242143484262317 (-2.1210083594690003e-05) | > avg_loss_disc: 2.44690885910621 (+0.01329992367671018) | > avg_loss_disc_real_0: 0.13135534610885838 (-0.0030348269412150963) | > avg_loss_disc_real_1: 0.19114076833312327 (+0.04621606893264332) | > avg_loss_disc_real_2: 0.19524874710119688 (-0.04184718258105791) | > avg_loss_disc_real_3: 0.2227525691000315 (-0.01418427979716888) | > avg_loss_disc_real_4: 0.21997509896755219 (+0.01794454885216859) | > avg_loss_disc_real_5: 0.21984998423319596 (-0.01051898415272054) | > avg_loss_0: 2.44690885910621 (+0.01329992367671018) | > avg_loss_gen: 2.1706547507872953 (-0.029601184221413224) | > avg_loss_kl: 3.070969737493075 (-0.05857211809891938) | > avg_loss_feat: 6.912616482147803 (+0.4237763148087721) | > avg_loss_mel: 17.184502381544842 (+0.197052001953125) | > avg_loss_duration: 2.3771606408632726 (+0.025971082540659385) | > avg_loss_1: 31.71590408912072 (+0.5586261749267578)  > EPOCH: 819/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:29:20)   --> TIME: 2024-06-12 03:29:23 -- STEP: 4/330 -- GLOBAL_STEP: 358275 | > loss_disc: 2.2057347297668457 (2.2550477385520935) | > loss_disc_real_0: 0.07054246217012405 (0.09636124782264233) | > loss_disc_real_1: 0.20618635416030884 (0.2034529149532318) | > loss_disc_real_2: 0.16477884352207184 (0.18270468339323997) | > loss_disc_real_3: 0.20017601549625397 (0.20088078081607819) | > loss_disc_real_4: 0.21415714919567108 (0.21050376445055008) | > loss_disc_real_5: 0.23250994086265564 (0.2237839587032795) | > loss_0: 2.2057347297668457 (2.2550477385520935) | > grad_norm_0: tensor(11.4923, device='cuda:0') (tensor(8.9595, device='cuda:0')) | > loss_gen: 2.6572391986846924 (2.5686748027801514) | > loss_kl: 2.0453805923461914 (1.9653811752796173) | > loss_feat: 7.413811206817627 (6.916020512580872) | > loss_mel: 17.6243953704834 (17.481220245361328) | > loss_duration: 2.1319193840026855 (2.1514551639556885) | > loss_1: 31.87274742126465 (31.08275318145752) | > grad_norm_1: tensor(95.2466, device='cuda:0') (tensor(102.7043, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3689 (0.38472968339920044) | > loader_time: 0.0032 (0.0031082630157470703)  --> TIME: 2024-06-12 03:29:32 -- STEP: 29/330 -- GLOBAL_STEP: 358300 | > loss_disc: 2.4121406078338623 (2.3316013977445404) | > loss_disc_real_0: 0.10825202614068985 (0.10406264457209356) | > loss_disc_real_1: 0.188399076461792 (0.1950722773527277) | > loss_disc_real_2: 0.2018415927886963 (0.20768484370461826) | > loss_disc_real_3: 0.22087112069129944 (0.22621164650752626) | > loss_disc_real_4: 0.24684564769268036 (0.228853066419733) | > loss_disc_real_5: 0.2505958378314972 (0.22359701477248092) | > loss_0: 2.4121406078338623 (2.3316013977445404) | > grad_norm_0: tensor(8.0518, device='cuda:0') (tensor(9.2373, device='cuda:0')) | > loss_gen: 2.5733706951141357 (2.520661600704851) | > loss_kl: 1.8270841836929321 (1.942121986685128) | > loss_feat: 7.317704200744629 (7.054084070797624) | > loss_mel: 17.704675674438477 (17.38748326794855) | > loss_duration: 1.9807531833648682 (2.010927882687799) | > loss_1: 31.403587341308594 (30.915278862262593) | > grad_norm_1: tensor(94.3740, device='cuda:0') (tensor(105.3532, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3495 (0.36219203061070937) | > loader_time: 0.0033 (0.0033151034651131466)  --> TIME: 2024-06-12 03:29:41 -- STEP: 54/330 -- GLOBAL_STEP: 358325 | > loss_disc: 2.344510555267334 (2.347607202000088) | > loss_disc_real_0: 0.11727310717105865 (0.10645345929596159) | > loss_disc_real_1: 0.2181582748889923 (0.19753581478639884) | > loss_disc_real_2: 0.25564292073249817 (0.20993090034634979) | > loss_disc_real_3: 0.233570858836174 (0.22794728201848488) | > loss_disc_real_4: 0.18666109442710876 (0.22911249763435787) | > loss_disc_real_5: 0.16956783831119537 (0.2214374271807847) | > loss_0: 2.344510555267334 (2.347607202000088) | > grad_norm_0: tensor(5.3255, device='cuda:0') (tensor(9.8181, device='cuda:0')) | > loss_gen: 2.4100708961486816 (2.517375667889913) | > loss_kl: 2.256959915161133 (1.9590365643854495) | > loss_feat: 7.511341094970703 (7.0314492914411755) | > loss_mel: 18.675535202026367 (17.368254979451503) | > loss_duration: 1.9448086023330688 (1.9897502064704895) | > loss_1: 32.79871368408203 (30.86586669639305) | > grad_norm_1: tensor(99.2663, device='cuda:0') (tensor(101.2512, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3584 (0.36559345104076246) | > loader_time: 0.0033 (0.003421130003752532)  --> TIME: 2024-06-12 03:29:51 -- STEP: 79/330 -- GLOBAL_STEP: 358350 | > loss_disc: 2.37880277633667 (2.3515028651756578) | > loss_disc_real_0: 0.09816782176494598 (0.106509668540351) | > loss_disc_real_1: 0.18997158110141754 (0.19621460535858246) | > loss_disc_real_2: 0.20513033866882324 (0.20979252212409732) | > loss_disc_real_3: 0.22775176167488098 (0.22948171481301513) | > loss_disc_real_4: 0.23364491760730743 (0.23151353850394865) | > loss_disc_real_5: 0.21725158393383026 (0.2238030526079709) | > loss_0: 2.37880277633667 (2.3515028651756578) | > grad_norm_0: tensor(7.1573, device='cuda:0') (tensor(9.6031, device='cuda:0')) | > loss_gen: 2.4109246730804443 (2.5053566950785955) | > loss_kl: 1.9001610279083252 (1.9744540513316287) | > loss_feat: 6.401192665100098 (7.018026647688467) | > loss_mel: 16.67734718322754 (17.303431209129624) | > loss_duration: 1.9591431617736816 (1.983278336404245) | > loss_1: 29.34876823425293 (30.78454698490191) | > grad_norm_1: tensor(53.0319, device='cuda:0') (tensor(103.9639, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3705 (0.36654809155041657) | > loader_time: 0.0037 (0.003493861307071734)  --> TIME: 2024-06-12 03:30:00 -- STEP: 104/330 -- GLOBAL_STEP: 358375 | > loss_disc: 2.290595769882202 (2.3553705123754654) | > loss_disc_real_0: 0.1204480454325676 (0.10822892934083939) | > loss_disc_real_1: 0.16926321387290955 (0.19672855562888655) | > loss_disc_real_2: 0.2042548805475235 (0.20929534905231917) | > loss_disc_real_3: 0.22630223631858826 (0.22888415235166365) | > loss_disc_real_4: 0.24043209850788116 (0.23273905094426411) | > loss_disc_real_5: 0.22604142129421234 (0.22435160368107832) | > loss_0: 2.290595769882202 (2.3553705123754654) | > grad_norm_0: tensor(6.1950, device='cuda:0') (tensor(9.4123, device='cuda:0')) | > loss_gen: 2.694594383239746 (2.499529492396575) | > loss_kl: 2.0332958698272705 (1.976224856880995) | > loss_feat: 7.439896583557129 (6.991283925680014) | > loss_mel: 17.456811904907227 (17.258905319067146) | > loss_duration: 2.0382847785949707 (1.985112169614205) | > loss_1: 31.662883758544922 (30.711055773955124) | > grad_norm_1: tensor(131.3927, device='cuda:0') (tensor(99.7075, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.37 (0.36954199121548587) | > loader_time: 0.0038 (0.0036269724369049072)  --> TIME: 2024-06-12 03:30:10 -- STEP: 129/330 -- GLOBAL_STEP: 358400 | > loss_disc: 2.4402196407318115 (2.3632005850474043) | > loss_disc_real_0: 0.13167443871498108 (0.11002206652201424) | > loss_disc_real_1: 0.19508767127990723 (0.19753983200982556) | > loss_disc_real_2: 0.20417086780071259 (0.21039309034975925) | > loss_disc_real_3: 0.2319871187210083 (0.22958429897016333) | > loss_disc_real_4: 0.2736978530883789 (0.2327509714189426) | > loss_disc_real_5: 0.2711023688316345 (0.22472779291082723) | > loss_0: 2.4402196407318115 (2.3632005850474043) | > grad_norm_0: tensor(5.8660, device='cuda:0') (tensor(9.4682, device='cuda:0')) | > loss_gen: 2.445093870162964 (2.4894800611244614) | > loss_kl: 1.9934911727905273 (1.9875907140184743) | > loss_feat: 6.744841575622559 (6.965564801711444) | > loss_mel: 17.403738021850586 (17.251717678336203) | > loss_duration: 1.975684642791748 (1.988765844078951) | > loss_1: 30.562849044799805 (30.683119130689043) | > grad_norm_1: tensor(50.2891, device='cuda:0') (tensor(102.9215, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3872 (0.3706478832304016) | > loader_time: 0.0039 (0.0037112698074459106)  --> TIME: 2024-06-12 03:30:20 -- STEP: 154/330 -- GLOBAL_STEP: 358425 | > loss_disc: 2.4243712425231934 (2.368836591770122) | > loss_disc_real_0: 0.1282954216003418 (0.11169910474450558) | > loss_disc_real_1: 0.17565956711769104 (0.19669952824131234) | > loss_disc_real_2: 0.24335569143295288 (0.21132577733173002) | > loss_disc_real_3: 0.23061902821063995 (0.2295316146178679) | > loss_disc_real_4: 0.23118673264980316 (0.23329661641415064) | > loss_disc_real_5: 0.236508309841156 (0.22542631577748756) | > loss_0: 2.4243712425231934 (2.368836591770122) | > grad_norm_0: tensor(8.4709, device='cuda:0') (tensor(9.6134, device='cuda:0')) | > loss_gen: 2.529836416244507 (2.480920670868514) | > loss_kl: 2.2683136463165283 (1.9908429957055427) | > loss_feat: 7.021622180938721 (6.944015509122378) | > loss_mel: 16.9852294921875 (17.225364957536968) | > loss_duration: 2.0039329528808594 (1.9929752984604279) | > loss_1: 30.808935165405273 (30.6341194673018) | > grad_norm_1: tensor(76.1606, device='cuda:0') (tensor(100.7159, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3788 (0.3733775894363205) | > loader_time: 0.0053 (0.003847207341875349)  --> TIME: 2024-06-12 03:30:30 -- STEP: 179/330 -- GLOBAL_STEP: 358450 | > loss_disc: 2.442314386367798 (2.3739110211420322) | > loss_disc_real_0: 0.11245471239089966 (0.11332966845128789) | > loss_disc_real_1: 0.17621082067489624 (0.19672769965739223) | > loss_disc_real_2: 0.20805153250694275 (0.21176613342828596) | > loss_disc_real_3: 0.24431465566158295 (0.22961665698269892) | > loss_disc_real_4: 0.24625469744205475 (0.23349241412884697) | > loss_disc_real_5: 0.23718076944351196 (0.2252677838895574) | > loss_0: 2.442314386367798 (2.3739110211420322) | > grad_norm_0: tensor(17.6865, device='cuda:0') (tensor(9.7115, device='cuda:0')) | > loss_gen: 2.3846333026885986 (2.473321637627798) | > loss_kl: 2.1429338455200195 (1.995742815832852) | > loss_feat: 6.9256157875061035 (6.929068815774758) | > loss_mel: 17.085514068603516 (17.197412112571673) | > loss_duration: 2.058746337890625 (1.9999724613221663) | > loss_1: 30.597444534301758 (30.595517835137564) | > grad_norm_1: tensor(180.5747, device='cuda:0') (tensor(100.8756, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.3967 (0.3758853613997305) | > loader_time: 0.006 (0.0039655096704067465)  --> TIME: 2024-06-12 03:30:40 -- STEP: 204/330 -- GLOBAL_STEP: 358475 | > loss_disc: 2.3549704551696777 (2.373659885397144) | > loss_disc_real_0: 0.06779633462429047 (0.11465270152571154) | > loss_disc_real_1: 0.15057696402072906 (0.19640445241741106) | > loss_disc_real_2: 0.1894574910402298 (0.21166739189157302) | > loss_disc_real_3: 0.21839027106761932 (0.22978462644067466) | > loss_disc_real_4: 0.25070613622665405 (0.2328474588107829) | > loss_disc_real_5: 0.24802009761333466 (0.22513708340771058) | > loss_0: 2.3549704551696777 (2.373659885397144) | > grad_norm_0: tensor(11.7934, device='cuda:0') (tensor(10.8681, device='cuda:0')) | > loss_gen: 2.5399224758148193 (2.4715127898197555) | > loss_kl: 2.020934581756592 (2.0058423315777514) | > loss_feat: 7.90056848526001 (6.935970591563804) | > loss_mel: 17.865137100219727 (17.170817169488647) | > loss_duration: 2.00846004486084 (2.0080870915861686) | > loss_1: 32.33502197265625 (30.592229964686375) | > grad_norm_1: tensor(378.9195, device='cuda:0') (tensor(116.1617, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.4063 (0.379243604108399) | > loader_time: 0.0052 (0.004098734434913185)  --> TIME: 2024-06-12 03:30:51 -- STEP: 229/330 -- GLOBAL_STEP: 358500 | > loss_disc: 2.3799028396606445 (2.377023702105059) | > loss_disc_real_0: 0.13619473576545715 (0.11651769654589449) | > loss_disc_real_1: 0.19259920716285706 (0.19744840739335556) | > loss_disc_real_2: 0.22138112783432007 (0.21218448812264024) | > loss_disc_real_3: 0.24870584905147552 (0.2299768875910205) | > loss_disc_real_4: 0.23313985764980316 (0.23290344701844012) | > loss_disc_real_5: 0.2202654629945755 (0.22441559060431984) | > loss_0: 2.3799028396606445 (2.377023702105059) | > grad_norm_0: tensor(26.7724, device='cuda:0') (tensor(11.9664, device='cuda:0')) | > loss_gen: 2.4307191371917725 (2.47217401458707) | > loss_kl: 2.0961098670959473 (2.00602336689895) | > loss_feat: 6.677428722381592 (6.92963723011933) | > loss_mel: 16.930606842041016 (17.14285333291932) | > loss_duration: 2.122298240661621 (2.0173241602801846) | > loss_1: 30.257164001464844 (30.568012079297194) | > grad_norm_1: tensor(105.1841, device='cuda:0') (tensor(131.1825, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.4089 (0.38221640878369195) | > loader_time: 0.0052 (0.004225380035467021) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_358500.pth  --> TIME: 2024-06-12 03:31:07 -- STEP: 254/330 -- GLOBAL_STEP: 358525 | > loss_disc: 2.4302315711975098 (2.376015624662083) | > loss_disc_real_0: 0.17578384280204773 (0.11679379536410955) | > loss_disc_real_1: 0.19316419959068298 (0.19743501776316036) | > loss_disc_real_2: 0.2615101635456085 (0.21201710784294478) | > loss_disc_real_3: 0.21913881599903107 (0.23005899839748548) | > loss_disc_real_4: 0.21917732059955597 (0.23280369906913578) | > loss_disc_real_5: 0.18391123414039612 (0.2239555565156336) | > loss_0: 2.4302315711975098 (2.376015624662083) | > grad_norm_0: tensor(36.8484, device='cuda:0') (tensor(14.0168, device='cuda:0')) | > loss_gen: 2.463240623474121 (2.4769293445301814) | > loss_kl: 2.090630531311035 (2.0070275011963745) | > loss_feat: 6.529644966125488 (6.940013080131351) | > loss_mel: 16.69731903076172 (17.1092209815979) | > loss_duration: 2.058872699737549 (2.0248211556532234) | > loss_1: 29.839706420898438 (30.55801203870398) | > grad_norm_1: tensor(348.4840, device='cuda:0') (tensor(153.1724, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.4384 (0.3872158771424782) | > loader_time: 0.0056 (0.004370481949152906)  --> TIME: 2024-06-12 03:31:18 -- STEP: 279/330 -- GLOBAL_STEP: 358550 | > loss_disc: 2.2568740844726562 (2.3777527416051494) | > loss_disc_real_0: 0.13371846079826355 (0.11875692832427213) | > loss_disc_real_1: 0.2118527889251709 (0.19756579911837013) | > loss_disc_real_2: 0.21603120863437653 (0.2117796742681107) | > loss_disc_real_3: 0.2092941403388977 (0.22969740506355052) | > loss_disc_real_4: 0.2422502338886261 (0.23291532759384442) | > loss_disc_real_5: 0.21023128926753998 (0.2237021564155497) | > loss_0: 2.2568740844726562 (2.3777527416051494) | > grad_norm_0: tensor(42.6227, device='cuda:0') (tensor(16.6270, device='cuda:0')) | > loss_gen: 2.468393325805664 (2.4815835525485355) | > loss_kl: 1.8858966827392578 (2.0105364532026355) | > loss_feat: 7.077846527099609 (6.947022072303253) | > loss_mel: 16.257919311523438 (17.061004426744248) | > loss_duration: 2.1277856826782227 (2.0346658810919735) | > loss_1: 29.817840576171875 (30.534812359826965) | > grad_norm_1: tensor(584.3270, device='cuda:0') (tensor(182.0153, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.4433 (0.39171308941311306) | > loader_time: 0.0069 (0.0045402041472841735)  --> TIME: 2024-06-12 03:31:30 -- STEP: 304/330 -- GLOBAL_STEP: 358575 | > loss_disc: 2.3904454708099365 (2.3793833773387103) | > loss_disc_real_0: 0.15331783890724182 (0.11986738105157488) | > loss_disc_real_1: 0.19972379505634308 (0.19770582280072735) | > loss_disc_real_2: 0.23358292877674103 (0.21172758843749762) | > loss_disc_real_3: 0.22859086096286774 (0.23033207395163022) | > loss_disc_real_4: 0.23768584430217743 (0.2329960280147038) | > loss_disc_real_5: 0.24198077619075775 (0.22330808914021447) | > loss_0: 2.3904454708099365 (2.3793833773387103) | > grad_norm_0: tensor(28.7604, device='cuda:0') (tensor(17.6856, device='cuda:0')) | > loss_gen: 2.3604230880737305 (2.4765494724637587) | > loss_kl: 2.1136627197265625 (2.015611359163336) | > loss_feat: 7.390781402587891 (6.955432651858584) | > loss_mel: 16.917882919311523 (17.027270728035973) | > loss_duration: 2.1949002742767334 (2.0460071916642923) | > loss_1: 30.977649688720703 (30.52087134436557) | > grad_norm_1: tensor(521.7890, device='cuda:0') (tensor(200.5988, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 0.4908 (0.3983584218903591) | > loader_time: 0.0072 (0.004735909794506272)  --> TIME: 2024-06-12 03:31:58 -- STEP: 329/330 -- GLOBAL_STEP: 358600 | > loss_disc: 2.661764144897461 (2.3865483292692695) | > loss_disc_real_0: 0.10564956068992615 (0.12222770728329395) | > loss_disc_real_1: 0.28655436635017395 (0.19844668922453312) | > loss_disc_real_2: 0.20955932140350342 (0.21158353549550007) | > loss_disc_real_3: 0.28040793538093567 (0.23046514274139174) | > loss_disc_real_4: 0.3427993059158325 (0.23362188870058959) | > loss_disc_real_5: 0.3934447467327118 (0.22412701503665255) | > loss_0: 2.661764144897461 (2.3865483292692695) | > grad_norm_0: tensor(8.2669, device='cuda:0') (tensor(17.7567, device='cuda:0')) | > loss_gen: 2.6170992851257324 (2.4743052557971352) | > loss_kl: 2.1826703548431396 (2.0249417878936513) | > loss_feat: 11.201587677001953 (7.053980056275716) | > loss_mel: 19.20214080810547 (17.005368725507086) | > loss_duration: 2.2873592376708984 (2.06089680462985) | > loss_1: 37.49085998535156 (30.619492585898172) | > grad_norm_1: tensor(100.0926, device='cuda:0') (tensor(201.4074, device='cuda:0')) | > current_lr_0: 0.00018053704055972147 | > current_lr_1: 0.00018053704055972147 | > step_time: 14.1773 (0.4529983779942011) | > loader_time: 0.0348 (0.005179721896046926)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7882471084594727 (2.7882471084594727) | > loss_disc_real_0: 0.24446716904640198 (0.24446716904640198) | > loss_disc_real_1: 0.2529296576976776 (0.2529296576976776) | > loss_disc_real_2: 0.37335723638534546 (0.37335723638534546) | > loss_disc_real_3: 0.2593468129634857 (0.2593468129634857) | > loss_disc_real_4: 0.24419918656349182 (0.24419918656349182) | > loss_disc_real_5: 0.23158970475196838 (0.23158970475196838) | > loss_0: 2.7882471084594727 (2.7882471084594727) | > loss_gen: 2.256498336791992 (2.256498336791992) | > loss_kl: 2.1387031078338623 (2.1387031078338623) | > loss_feat: 4.7176384925842285 (4.7176384925842285) | > loss_mel: 14.566975593566895 (14.566975593566895) | > loss_duration: 3.0452721118927 (3.0452721118927) | > loss_1: 26.725088119506836 (26.725088119506836)  --> STEP: 1 | > loss_disc: 2.538792848587036 (2.538792848587036) | > loss_disc_real_0: 0.13357830047607422 (0.13357830047607422) | > loss_disc_real_1: 0.2341468185186386 (0.2341468185186386) | > loss_disc_real_2: 0.2494686096906662 (0.2494686096906662) | > loss_disc_real_3: 0.22199442982673645 (0.22199442982673645) | > loss_disc_real_4: 0.24513809382915497 (0.24513809382915497) | > loss_disc_real_5: 0.25840866565704346 (0.25840866565704346) | > loss_0: 2.538792848587036 (2.538792848587036) | > loss_gen: 2.2564926147460938 (2.2564926147460938) | > loss_kl: 3.219637632369995 (3.219637632369995) | > loss_feat: 5.173497200012207 (5.173497200012207) | > loss_mel: 17.39165496826172 (17.39165496826172) | > loss_duration: 2.3755600452423096 (2.3755600452423096) | > loss_1: 30.41684341430664 (30.41684341430664)  --> STEP: 2 | > loss_disc: 2.3916218280792236 (2.46520733833313) | > loss_disc_real_0: 0.10423242300748825 (0.11890536174178123) | > loss_disc_real_1: 0.2917228043079376 (0.2629348114132881) | > loss_disc_real_2: 0.3003407120704651 (0.27490466088056564) | > loss_disc_real_3: 0.2733573913574219 (0.24767591059207916) | > loss_disc_real_4: 0.18336132168769836 (0.21424970775842667) | > loss_disc_real_5: 0.17058902978897095 (0.2144988477230072) | > loss_0: 2.3916218280792236 (2.46520733833313) | > loss_gen: 2.452615261077881 (2.3545539379119873) | > loss_kl: 2.976652145385742 (3.0981448888778687) | > loss_feat: 5.619961261749268 (5.396729230880737) | > loss_mel: 18.66954803466797 (18.030601501464844) | > loss_duration: 2.478625774383545 (2.4270929098129272) | > loss_1: 32.19740295410156 (31.3071231842041)  --> STEP: 3 | > loss_disc: 2.5040688514709473 (2.478161176045736) | > loss_disc_real_0: 0.12674027681350708 (0.12151700009902318) | > loss_disc_real_1: 0.20836730301380157 (0.2447456419467926) | > loss_disc_real_2: 0.29276078939437866 (0.2808567037185033) | > loss_disc_real_3: 0.2769852578639984 (0.25744569301605225) | > loss_disc_real_4: 0.2996020019054413 (0.2427004724740982) | > loss_disc_real_5: 0.26114779710769653 (0.23004849751790366) | > loss_0: 2.5040688514709473 (2.478161176045736) | > loss_gen: 2.5158538818359375 (2.408320585886637) | > loss_kl: 3.136106491088867 (3.1107987562815347) | > loss_feat: 5.566202640533447 (5.453220367431641) | > loss_mel: 16.440902709960938 (17.500701904296875) | > loss_duration: 2.3085169792175293 (2.3875675996144614) | > loss_1: 29.96758270263672 (30.86060969034831)  --> STEP: 4 | > loss_disc: 2.459561824798584 (2.4735113382339478) | > loss_disc_real_0: 0.11629826575517654 (0.12021231651306152) | > loss_disc_real_1: 0.23686105012893677 (0.24277449399232864) | > loss_disc_real_2: 0.2742629945278168 (0.2792082764208317) | > loss_disc_real_3: 0.24594976007938385 (0.25457170978188515) | > loss_disc_real_4: 0.19326870143413544 (0.2303425297141075) | > loss_disc_real_5: 0.2584669888019562 (0.23715312033891678) | > loss_0: 2.459561824798584 (2.4735113382339478) | > loss_gen: 2.470132350921631 (2.4237735271453857) | > loss_kl: 4.11175537109375 (3.3610379099845886) | > loss_feat: 7.152602672576904 (5.8780659437179565) | > loss_mel: 18.45551872253418 (17.7394061088562) | > loss_duration: 2.3834900856018066 (2.3865482211112976) | > loss_1: 34.57350158691406 (31.788832664489746)  --> STEP: 5 | > loss_disc: 2.711716651916504 (2.521152400970459) | > loss_disc_real_0: 0.2201317548751831 (0.14019620418548584) | > loss_disc_real_1: 0.22716186940670013 (0.23965196907520295) | > loss_disc_real_2: 0.2827416658401489 (0.27991495430469515) | > loss_disc_real_3: 0.32165950536727905 (0.2679892688989639) | > loss_disc_real_4: 0.24739859998226166 (0.23375374376773833) | > loss_disc_real_5: 0.17269623279571533 (0.2242617428302765) | > loss_0: 2.711716651916504 (2.521152400970459) | > loss_gen: 2.2871997356414795 (2.3964587688446044) | > loss_kl: 2.94803524017334 (3.278437376022339) | > loss_feat: 5.140628814697266 (5.730578517913818) | > loss_mel: 17.19202995300293 (17.629930877685545) | > loss_duration: 2.3815064430236816 (2.3855398654937745) | > loss_1: 29.949398040771484 (31.420945739746095)  --> STEP: 6 | > loss_disc: 2.3945553302764893 (2.500052889188131) | > loss_disc_real_0: 0.16080062091350555 (0.1436302736401558) | > loss_disc_real_1: 0.32020658254623413 (0.2530777379870415) | > loss_disc_real_2: 0.24924737215042114 (0.27480369061231613) | > loss_disc_real_3: 0.26268160343170166 (0.26710465798775357) | > loss_disc_real_4: 0.1756008267402649 (0.2240615909298261) | > loss_disc_real_5: 0.21452219784259796 (0.22263848533233008) | > loss_0: 2.3945553302764893 (2.500052889188131) | > loss_gen: 2.5058629512786865 (2.4146927992502847) | > loss_kl: 3.0607616901397705 (3.2421580950419107) | > loss_feat: 6.0702056884765625 (5.787183046340942) | > loss_mel: 18.330001831054688 (17.746609369913738) | > loss_duration: 2.1755661964416504 (2.350544253985087) | > loss_1: 32.142398834228516 (31.541187922159832)  --> STEP: 7 | > loss_disc: 2.6270511150360107 (2.518195492880685) | > loss_disc_real_0: 0.20068010687828064 (0.15178024981703078) | > loss_disc_real_1: 0.24425606429576874 (0.25181749888828825) | > loss_disc_real_2: 0.3632652461528778 (0.2874410556895392) | > loss_disc_real_3: 0.2232712060213089 (0.26084273627826143) | > loss_disc_real_4: 0.21464525163173676 (0.22271639960152761) | > loss_disc_real_5: 0.21177011728286743 (0.22108586132526398) | > loss_0: 2.6270511150360107 (2.518195492880685) | > loss_gen: 2.2346837520599365 (2.388977221080235) | > loss_kl: 4.476832389831543 (3.4185401371547153) | > loss_feat: 6.26939058303833 (5.856069837297712) | > loss_mel: 15.700815200805664 (17.454353060041154) | > loss_duration: 2.6197633743286133 (2.3890041283198764) | > loss_1: 31.30148696899414 (31.506944928850448)  --> STEP: 8 | > loss_disc: 2.696528911590576 (2.5404871702194214) | > loss_disc_real_0: 0.13359586894512177 (0.14950720220804214) | > loss_disc_real_1: 0.3212997019290924 (0.26050277426838875) | > loss_disc_real_2: 0.35314103960990906 (0.29565355367958546) | > loss_disc_real_3: 0.27728307247161865 (0.2628977783024311) | > loss_disc_real_4: 0.24649477005004883 (0.22568869590759277) | > loss_disc_real_5: 0.24539101123809814 (0.22412400506436825) | > loss_0: 2.696528911590576 (2.5404871702194214) | > loss_gen: 2.3100266456604004 (2.3791083991527557) | > loss_kl: 3.1859114170074463 (3.3894615471363068) | > loss_feat: 5.672005653381348 (5.8330618143081665) | > loss_mel: 13.822349548339844 (17.00035262107849) | > loss_duration: 2.3251028060913086 (2.3810164630413055) | > loss_1: 27.31539535522461 (30.983001232147217)  --> STEP: 9 | > loss_disc: 2.5097239017486572 (2.5370690292782254) | > loss_disc_real_0: 0.2322525978088379 (0.158701135052575) | > loss_disc_real_1: 0.305617094039917 (0.2655154764652252) | > loss_disc_real_2: 0.34673812985420227 (0.3013296176989873) | > loss_disc_real_3: 0.21780698001384735 (0.25788768960369957) | > loss_disc_real_4: 0.2162235677242279 (0.22463701499833) | > loss_disc_real_5: 0.27638834714889526 (0.22993115418487126) | > loss_0: 2.5097239017486572 (2.5370690292782254) | > loss_gen: 2.933317184448242 (2.4406871530744763) | > loss_kl: 2.727531909942627 (3.3159138096703424) | > loss_feat: 10.727344512939453 (6.376871003044976) | > loss_mel: 18.696691513061523 (17.188834720187717) | > loss_duration: 2.244076728820801 (2.365800937016805) | > loss_1: 37.32896041870117 (31.68810780843099)  --> STEP: 10 | > loss_disc: 2.730006694793701 (2.5563627958297728) | > loss_disc_real_0: 0.23302803933620453 (0.16613382548093797) | > loss_disc_real_1: 0.27408158779144287 (0.266372087597847) | > loss_disc_real_2: 0.32279160618782043 (0.30347581654787065) | > loss_disc_real_3: 0.295016884803772 (0.2616006091237068) | > loss_disc_real_4: 0.2672128677368164 (0.22889460027217864) | > loss_disc_real_5: 0.2714574635028839 (0.23408378511667252) | > loss_0: 2.730006694793701 (2.5563627958297728) | > loss_gen: 2.3784971237182617 (2.434468150138855) | > loss_kl: 2.7268030643463135 (3.2570027351379394) | > loss_feat: 4.851100444793701 (6.224293947219849) | > loss_mel: 15.529092788696289 (17.022860527038574) | > loss_duration: 2.3290820121765137 (2.362129044532776) | > loss_1: 27.8145751953125 (31.30075454711914)  --> STEP: 11 | > loss_disc: 2.5142526626586914 (2.5525346019051294) | > loss_disc_real_0: 0.10900083184242249 (0.16093991696834564) | > loss_disc_real_1: 0.2069689929485321 (0.26097180626609107) | > loss_disc_real_2: 0.28724202513694763 (0.3020000173286958) | > loss_disc_real_3: 0.20355574786663055 (0.2563238035548817) | > loss_disc_real_4: 0.23262937366962433 (0.22923412512649188) | > loss_disc_real_5: 0.26746025681495667 (0.23711800981651654) | > loss_0: 2.5142526626586914 (2.5525346019051294) | > loss_gen: 2.2351088523864746 (2.416344577615911) | > loss_kl: 4.034412860870361 (3.327676382931796) | > loss_feat: 6.611189842224121 (6.2594663013111465) | > loss_mel: 16.52401351928711 (16.977510799061168) | > loss_duration: 2.590750217437744 (2.3829127875241367) | > loss_1: 31.99547576904297 (31.36391102183949)  --> STEP: 12 | > loss_disc: 2.194408893585205 (2.522690792878469) | > loss_disc_real_0: 0.0833062082529068 (0.15447044124205908) | > loss_disc_real_1: 0.18026378750801086 (0.25424613803625107) | > loss_disc_real_2: 0.2951144576072693 (0.3014262206852436) | > loss_disc_real_3: 0.23314212262630463 (0.25439199681083363) | > loss_disc_real_4: 0.16803167760372162 (0.22413392116626105) | > loss_disc_real_5: 0.1983586698770523 (0.2338880648215612) | > loss_0: 2.194408893585205 (2.522690792878469) | > loss_gen: 2.521131992340088 (2.4250768621762595) | > loss_kl: 2.860079526901245 (3.2887099782625833) | > loss_feat: 6.725249290466309 (6.29828155040741) | > loss_mel: 16.983375549316406 (16.977999528249104) | > loss_duration: 2.276085376739502 (2.3740105032920837) | > loss_1: 31.365921020507812 (31.364078521728516)  --> STEP: 13 | > loss_disc: 2.6622819900512695 (2.5334285772763767) | > loss_disc_real_0: 0.07214833050966263 (0.1481379711857209) | > loss_disc_real_1: 0.21082177758216858 (0.25090580261670625) | > loss_disc_real_2: 0.3748645484447479 (0.3070753228205901) | > loss_disc_real_3: 0.2806367576122284 (0.25641082456478703) | > loss_disc_real_4: 0.24146489799022675 (0.22546707322964302) | > loss_disc_real_5: 0.22849880158901215 (0.2334735061113651) | > loss_0: 2.6622819900512695 (2.5334285772763767) | > loss_gen: 2.197500228881836 (2.4075709673074575) | > loss_kl: 3.781959295272827 (3.3266522334172177) | > loss_feat: 5.367560863494873 (6.226687651414138) | > loss_mel: 16.513351440429688 (16.94225736764761) | > loss_duration: 2.276745319366455 (2.366528566067035) | > loss_1: 30.137117385864258 (31.269696895892803)  --> STEP: 14 | > loss_disc: 2.3734917640686035 (2.5220045191901073) | > loss_disc_real_0: 0.1119636595249176 (0.1455540917813778) | > loss_disc_real_1: 0.16856597363948822 (0.2450243862611907) | > loss_disc_real_2: 0.29092326760292053 (0.30592160459075657) | > loss_disc_real_3: 0.21584999561309814 (0.25351362249680925) | > loss_disc_real_4: 0.2586200535297394 (0.22783514325107848) | > loss_disc_real_5: 0.20863091945648193 (0.2316990356360163) | > loss_0: 2.3734917640686035 (2.5220045191901073) | > loss_gen: 2.4070820808410645 (2.407536046845572) | > loss_kl: 3.0453975200653076 (3.306562611034938) | > loss_feat: 6.269484519958496 (6.229744570595877) | > loss_mel: 18.56668472290039 (17.058287893022808) | > loss_duration: 2.4044833183288574 (2.3692396198000227) | > loss_1: 32.69313049316406 (31.371370724269322)  --> STEP: 15 | > loss_disc: 2.416900157928467 (2.5149975617726645) | > loss_disc_real_0: 0.10493013262748718 (0.14284582783778507) | > loss_disc_real_1: 0.17700588703155518 (0.24048981964588165) | > loss_disc_real_2: 0.3650389313697815 (0.3098627597093582) | > loss_disc_real_3: 0.26333513855934143 (0.25416839023431137) | > loss_disc_real_4: 0.21334734559059143 (0.22686929007371268) | > loss_disc_real_5: 0.21383026242256165 (0.23050778408845266) | > loss_0: 2.416900157928467 (2.5149975617726645) | > loss_gen: 2.4645254611968994 (2.411335341135661) | > loss_kl: 3.0678069591522217 (3.2906455675760906) | > loss_feat: 8.226621627807617 (6.362869707743327) | > loss_mel: 18.670522689819336 (17.165770212809246) | > loss_duration: 2.3782923221588135 (2.3698431332906087) | > loss_1: 34.807769775390625 (31.600463994344075)  --> STEP: 16 | > loss_disc: 2.799227714538574 (2.5327619463205338) | > loss_disc_real_0: 0.1903952956199646 (0.1458176695741713) | > loss_disc_real_1: 0.1682220995426178 (0.23597308713942766) | > loss_disc_real_2: 0.29622313380241394 (0.3090102830901742) | > loss_disc_real_3: 0.21648362278938293 (0.25181309226900334) | > loss_disc_real_4: 0.24133121967315674 (0.22777316067367792) | > loss_disc_real_5: 0.23812556266784668 (0.23098389524966478) | > loss_0: 2.799227714538574 (2.5327619463205338) | > loss_gen: 1.9686086177825928 (2.383664920926094) | > loss_kl: 3.129896879196167 (3.2805987745523453) | > loss_feat: 4.306721210479736 (6.234360426664352) | > loss_mel: 13.061165809631348 (16.909232437610626) | > loss_duration: 2.3816585540771484 (2.3705815970897675) | > loss_1: 24.848051071166992 (31.178438186645508)  --> STEP: 17 | > loss_disc: 2.7125699520111084 (2.543338887831744) | > loss_disc_real_0: 0.1868264079093933 (0.1482299482997726) | > loss_disc_real_1: 0.2823850214481354 (0.23870320092229283) | > loss_disc_real_2: 0.41162174940109253 (0.3150462516966988) | > loss_disc_real_3: 0.30441373586654663 (0.25490724777474116) | > loss_disc_real_4: 0.2701561748981476 (0.23026627915747025) | > loss_disc_real_5: 0.2316742241382599 (0.23102450283134685) | > loss_0: 2.7125699520111084 (2.543338887831744) | > loss_gen: 2.664278507232666 (2.4001716024735393) | > loss_kl: 2.514504909515381 (3.235534429550171) | > loss_feat: 8.023015022277832 (6.3395754028769105) | > loss_mel: 17.403104782104492 (16.938283751992618) | > loss_duration: 2.448625087738037 (2.375172390657313) | > loss_1: 33.05352783203125 (31.288737577550553)  --> STEP: 18 | > loss_disc: 2.418365478515625 (2.5363959206475153) | > loss_disc_real_0: 0.10348931699991226 (0.14574435767200258) | > loss_disc_real_1: 0.37502536177635193 (0.24627665430307388) | > loss_disc_real_2: 0.2756694257259369 (0.3128586502538787) | > loss_disc_real_3: 0.3362736999988556 (0.2594276062316364) | > loss_disc_real_4: 0.24521489441394806 (0.23109675778283012) | > loss_disc_real_5: 0.24761945009231567 (0.2319464443458451) | > loss_0: 2.418365478515625 (2.5363959206475153) | > loss_gen: 2.874908685684204 (2.426545884874132) | > loss_kl: 3.3969080448150635 (3.2444996303982205) | > loss_feat: 9.272963523864746 (6.502541409598456) | > loss_mel: 19.363399505615234 (17.073012404971653) | > loss_duration: 2.250486135482788 (2.3682453764809503) | > loss_1: 37.15866470336914 (31.614844640096027)  --> STEP: 19 | > loss_disc: 2.478073835372925 (2.5333263372120105) | > loss_disc_real_0: 0.15321649610996246 (0.14613762811610573) | > loss_disc_real_1: 0.2503405809402466 (0.24649054517871455) | > loss_disc_real_2: 0.3828997313976288 (0.316545022945655) | > loss_disc_real_3: 0.24827735126018524 (0.2588407507068232) | > loss_disc_real_4: 0.22857050597667694 (0.23096379716145365) | > loss_disc_real_5: 0.2492181807756424 (0.23285548310530813) | > loss_0: 2.478073835372925 (2.5333263372120105) | > loss_gen: 2.6288771629333496 (2.4371948995088277) | > loss_kl: 2.6398656368255615 (3.2126767886312386) | > loss_feat: 6.559910297393799 (6.505560824745579) | > loss_mel: 17.38405418395996 (17.089383024918405) | > loss_duration: 2.3589224815368652 (2.3677546977996826) | > loss_1: 31.571630477905273 (31.61257021050704)  --> STEP: 20 | > loss_disc: 2.453794479370117 (2.5293497443199158) | > loss_disc_real_0: 0.17652982473373413 (0.14765723794698715) | > loss_disc_real_1: 0.26010435819625854 (0.24717123582959175) | > loss_disc_real_2: 0.23960654437541962 (0.31269809901714324) | > loss_disc_real_3: 0.24375313520431519 (0.2580863699316978) | > loss_disc_real_4: 0.21512074768543243 (0.23017164468765258) | > loss_disc_real_5: 0.22741548717021942 (0.2325834833085537) | > loss_0: 2.453794479370117 (2.5293497443199158) | > loss_gen: 2.3308959007263184 (2.4318799495697023) | > loss_kl: 2.779064655303955 (3.1909961819648744) | > loss_feat: 5.331607818603516 (6.446863174438477) | > loss_mel: 15.695282936096191 (17.019678020477294) | > loss_duration: 2.3245954513549805 (2.3655967354774474) | > loss_1: 28.461444854736328 (31.455013942718505)  --> STEP: 21 | > loss_disc: 2.132887840270996 (2.510470606031872) | > loss_disc_real_0: 0.06837724149227142 (0.1438820000205721) | > loss_disc_real_1: 0.16206763684749603 (0.243118683497111) | > loss_disc_real_2: 0.17310531437397003 (0.30605082355794455) | > loss_disc_real_3: 0.1910177767276764 (0.254892627398173) | > loss_disc_real_4: 0.197717547416687 (0.22862621148427328) | > loss_disc_real_5: 0.16963984072208405 (0.22958616699491227) | > loss_0: 2.132887840270996 (2.510470606031872) | > loss_gen: 2.259331226348877 (2.4236633437020436) | > loss_kl: 3.392686367034912 (3.200600476492019) | > loss_feat: 5.472850322723389 (6.4004816100710915) | > loss_mel: 15.538129806518555 (16.949128105526878) | > loss_duration: 2.1684494018554688 (2.356208767209734) | > loss_1: 28.83144760131836 (31.330082212175643)  --> STEP: 22 | > loss_disc: 2.461940288543701 (2.5082646825096826) | > loss_disc_real_0: 0.2019326090812683 (0.14652066406878558) | > loss_disc_real_1: 0.2966994345188141 (0.24555417217991568) | > loss_disc_real_2: 0.29500988125801086 (0.30554896254431124) | > loss_disc_real_3: 0.21437643468379974 (0.2530509822747924) | > loss_disc_real_4: 0.1818581372499466 (0.2265003899281675) | > loss_disc_real_5: 0.21814189851284027 (0.2290659729729999) | > loss_0: 2.461940288543701 (2.5082646825096826) | > loss_gen: 2.575101137161255 (2.430546879768371) | > loss_kl: 2.6156578063964844 (3.1740121733058584) | > loss_feat: 6.642065048217773 (6.4114626754413955) | > loss_mel: 18.717205047607422 (17.029495239257812) | > loss_duration: 2.2019314765930176 (2.349196163090792) | > loss_1: 32.75196075439453 (31.394713055003773)  --> STEP: 23 | > loss_disc: 2.651203155517578 (2.5144793987274174) | > loss_disc_real_0: 0.24079757928848267 (0.15061966038268546) | > loss_disc_real_1: 0.19854924082756042 (0.24351047951242197) | > loss_disc_real_2: 0.3439205586910248 (0.3072172928115597) | > loss_disc_real_3: 0.2754989564418793 (0.25402698115162226) | > loss_disc_real_4: 0.27428436279296875 (0.22857795396576758) | > loss_disc_real_5: 0.29775744676589966 (0.23205255879008252) | > loss_0: 2.651203155517578 (2.5144793987274174) | > loss_gen: 2.4310312271118164 (2.430567938348521) | > loss_kl: 2.663994550704956 (3.151837494062341) | > loss_feat: 4.584073543548584 (6.332010974054751) | > loss_mel: 17.645431518554688 (17.056275077488113) | > loss_duration: 2.3456621170043945 (2.3490425089131226) | > loss_1: 29.67019271850586 (31.319733909938645)  --> STEP: 24 | > loss_disc: 2.53847336769104 (2.515479147434235) | > loss_disc_real_0: 0.16489143669605255 (0.15121431772907576) | > loss_disc_real_1: 0.17510616779327393 (0.2406602998574575) | > loss_disc_real_2: 0.33526527881622314 (0.3083859588950873) | > loss_disc_real_3: 0.26470813155174255 (0.25447202908496064) | > loss_disc_real_4: 0.2906892001628876 (0.23116592255731425) | > loss_disc_real_5: 0.3138323128223419 (0.23546004854142666) | > loss_0: 2.53847336769104 (2.515479147434235) | > loss_gen: 2.497621536254883 (2.4333618382612863) | > loss_kl: 2.511232614517212 (3.1251456240812936) | > loss_feat: 5.667294502258301 (6.3043144543965655) | > loss_mel: 16.073970794677734 (17.015345732371014) | > loss_duration: 2.4569091796875 (2.3535369535287214) | > loss_1: 29.207029342651367 (31.231704552968342)  --> STEP: 25 | > loss_disc: 2.7416892051696777 (2.524527549743653) | > loss_disc_real_0: 0.2703855633735657 (0.15598116755485536) | > loss_disc_real_1: 0.33182135224342346 (0.24430674195289612) | > loss_disc_real_2: 0.29249307513237 (0.30775024354457864) | > loss_disc_real_3: 0.26452580094337463 (0.2548741799592972) | > loss_disc_real_4: 0.2352713793516159 (0.23133014082908632) | > loss_disc_real_5: 0.23954159021377563 (0.2356233102083206) | > loss_0: 2.7416892051696777 (2.524527549743653) | > loss_gen: 2.4341869354248047 (2.4333948421478273) | > loss_kl: 2.2945473194122314 (3.091921691894531) | > loss_feat: 5.037990093231201 (6.253661479949951) | > loss_mel: 14.81054401397705 (16.927153663635252) | > loss_duration: 2.3909597396850586 (2.355033864974975) | > loss_1: 26.96822738647461 (31.061165466308594)  --> STEP: 26 | > loss_disc: 2.5371625423431396 (2.5250135109974794) | > loss_disc_real_0: 0.10582412779331207 (0.15405205064094984) | > loss_disc_real_1: 0.34186825156211853 (0.248059107707097) | > loss_disc_real_2: 0.2661284804344177 (0.3061494065018801) | > loss_disc_real_3: 0.1991564929485321 (0.2527311919973447) | > loss_disc_real_4: 0.23040935397148132 (0.23129472594994765) | > loss_disc_real_5: 0.2689271867275238 (0.23690422853598228) | > loss_0: 2.5371625423431396 (2.5250135109974794) | > loss_gen: 2.3734288215637207 (2.4310884567407465) | > loss_kl: 2.735267162322998 (3.0782042099879336) | > loss_feat: 7.727197647094727 (6.310335947917058) | > loss_mel: 19.41291618347168 (17.02275991439819) | > loss_duration: 2.3091771602630615 (2.3532701455629783) | > loss_1: 34.557987213134766 (31.195658610417293) --> EVAL PERFORMANCE | > avg_loader_time: 0.002534847993117112 (+0.00021063364469088054) | > avg_loss_disc: 2.5250135109974794 (+0.07810465189126958) | > avg_loss_disc_real_0: 0.15405205064094984 (+0.022696704532091466) | > avg_loss_disc_real_1: 0.248059107707097 (+0.056918339373973725) | > avg_loss_disc_real_2: 0.3061494065018801 (+0.11090065940068322) | > avg_loss_disc_real_3: 0.2527311919973447 (+0.02997862289731318) | > avg_loss_disc_real_4: 0.23129472594994765 (+0.01131962698239547) | > avg_loss_disc_real_5: 0.23690422853598228 (+0.01705424430278632) | > avg_loss_0: 2.5250135109974794 (+0.07810465189126958) | > avg_loss_gen: 2.4310884567407465 (+0.26043370595345117) | > avg_loss_kl: 3.0782042099879336 (+0.007234472494858757) | > avg_loss_feat: 6.310335947917058 (-0.6022805342307453) | > avg_loss_mel: 17.02275991439819 (-0.1617424671466523) | > avg_loss_duration: 2.3532701455629783 (-0.0238904953002943) | > avg_loss_1: 31.195658610417293 (-0.5202454787034263)  > EPOCH: 820/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:32:04)   --> TIME: 2024-06-12 03:32:14 -- STEP: 24/330 -- GLOBAL_STEP: 358625 | > loss_disc: 2.3541057109832764 (2.3310512304306026) | > loss_disc_real_0: 0.11217858642339706 (0.10678585432469845) | > loss_disc_real_1: 0.20155376195907593 (0.19736546650528908) | > loss_disc_real_2: 0.20074968039989471 (0.20551111797491708) | > loss_disc_real_3: 0.24769055843353271 (0.2235186193138361) | > loss_disc_real_4: 0.24245841801166534 (0.2278593877951304) | > loss_disc_real_5: 0.2359629124403 (0.2193996583422025) | > loss_0: 2.3541057109832764 (2.3310512304306026) | > grad_norm_0: tensor(5.9628, device='cuda:0') (tensor(8.4194, device='cuda:0')) | > loss_gen: 2.4396984577178955 (2.4683226346969604) | > loss_kl: 1.8821682929992676 (1.9511968741814296) | > loss_feat: 6.54345178604126 (6.988178630669911) | > loss_mel: 16.881858825683594 (17.488102912902832) | > loss_duration: 1.9401496648788452 (2.029253681500753) | > loss_1: 29.687328338623047 (30.9250545501709) | > grad_norm_1: tensor(52.2844, device='cuda:0') (tensor(82.7940, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.3535 (0.3652847707271576) | > loader_time: 0.0029 (0.0032762388388315835)  --> TIME: 2024-06-12 03:32:24 -- STEP: 49/330 -- GLOBAL_STEP: 358650 | > loss_disc: 2.3419148921966553 (2.355677697123314) | > loss_disc_real_0: 0.11949419230222702 (0.10847072136037204) | > loss_disc_real_1: 0.17926596105098724 (0.19599755503693406) | > loss_disc_real_2: 0.23207299411296844 (0.20781150095316828) | > loss_disc_real_3: 0.24529388546943665 (0.22788780866837016) | > loss_disc_real_4: 0.23289720714092255 (0.2295825791602232) | > loss_disc_real_5: 0.2617841958999634 (0.22103670117806415) | > loss_0: 2.3419148921966553 (2.355677697123314) | > grad_norm_0: tensor(18.2974, device='cuda:0') (tensor(9.5143, device='cuda:0')) | > loss_gen: 2.4833106994628906 (2.487100187613039) | > loss_kl: 1.9985039234161377 (1.957727169503971) | > loss_feat: 6.936788082122803 (7.011357034955706) | > loss_mel: 16.82969093322754 (17.316581862313406) | > loss_duration: 1.9164406061172485 (1.996028805265621) | > loss_1: 30.164735794067383 (30.768795052353216) | > grad_norm_1: tensor(432.8242, device='cuda:0') (tensor(111.4751, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.3586 (0.36439304449120347) | > loader_time: 0.0034 (0.0034260019964101364)  --> TIME: 2024-06-12 03:32:33 -- STEP: 74/330 -- GLOBAL_STEP: 358675 | > loss_disc: 2.4291036128997803 (2.3587934841980807) | > loss_disc_real_0: 0.10579809546470642 (0.10912244726677199) | > loss_disc_real_1: 0.16699905693531036 (0.19528985043635239) | > loss_disc_real_2: 0.26230818033218384 (0.20969444895918304) | > loss_disc_real_3: 0.22587931156158447 (0.22762721495048416) | > loss_disc_real_4: 0.26205942034721375 (0.23154777228026777) | > loss_disc_real_5: 0.2268253117799759 (0.22209082402893016) | > loss_0: 2.4291036128997803 (2.3587934841980807) | > grad_norm_0: tensor(9.0438, device='cuda:0') (tensor(10.6054, device='cuda:0')) | > loss_gen: 2.457425117492676 (2.4833167372523133) | > loss_kl: 1.9222344160079956 (1.9654670309376072) | > loss_feat: 6.881539821624756 (7.0120036795332625) | > loss_mel: 17.32916831970215 (17.333270859073952) | > loss_duration: 1.9078450202941895 (1.9843754703934129) | > loss_1: 30.498210906982422 (30.778433851293617) | > grad_norm_1: tensor(89.6029, device='cuda:0') (tensor(142.9200, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.3644 (0.3665873907707833) | > loader_time: 0.0039 (0.0035442983781969225)  --> TIME: 2024-06-12 03:32:43 -- STEP: 99/330 -- GLOBAL_STEP: 358700 | > loss_disc: 2.245401382446289 (2.358360829979482) | > loss_disc_real_0: 0.11235661804676056 (0.11147341922377095) | > loss_disc_real_1: 0.19789639115333557 (0.1964102303138887) | > loss_disc_real_2: 0.24822239577770233 (0.2086124618848165) | > loss_disc_real_3: 0.2563968896865845 (0.22830961704856215) | > loss_disc_real_4: 0.20703983306884766 (0.23086052907235693) | > loss_disc_real_5: 0.19933339953422546 (0.22209267739695732) | > loss_0: 2.245401382446289 (2.358360829979482) | > grad_norm_0: tensor(9.9296, device='cuda:0') (tensor(11.6374, device='cuda:0')) | > loss_gen: 2.66223406791687 (2.484079187566584) | > loss_kl: 1.9649407863616943 (1.9738329444268736) | > loss_feat: 7.552715301513672 (7.031694807187475) | > loss_mel: 18.160022735595703 (17.29607989571311) | > loss_duration: 1.9997466802597046 (1.9851589251046229) | > loss_1: 32.33966064453125 (30.77084591412785) | > grad_norm_1: tensor(143.3423, device='cuda:0') (tensor(154.0281, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.369 (0.36791755936362525) | > loader_time: 0.0037 (0.003627625378695401)  --> TIME: 2024-06-12 03:32:52 -- STEP: 124/330 -- GLOBAL_STEP: 358725 | > loss_disc: 2.312206983566284 (2.358495316197794) | > loss_disc_real_0: 0.09945561736822128 (0.11160285248150749) | > loss_disc_real_1: 0.17539672553539276 (0.1958735663323633) | > loss_disc_real_2: 0.1805332899093628 (0.2086771565579599) | > loss_disc_real_3: 0.22292673587799072 (0.22860864585926452) | > loss_disc_real_4: 0.20823241770267487 (0.23145893011843005) | > loss_disc_real_5: 0.20376527309417725 (0.2229714403229375) | > loss_0: 2.312206983566284 (2.358495316197794) | > grad_norm_0: tensor(14.9834, device='cuda:0') (tensor(11.7895, device='cuda:0')) | > loss_gen: 2.5323448181152344 (2.480937496308358) | > loss_kl: 1.8835737705230713 (1.9850156134174717) | > loss_feat: 7.219627857208252 (7.036346812402049) | > loss_mel: 17.427766799926758 (17.297059097597682) | > loss_duration: 2.0139875411987305 (1.9898227059072064) | > loss_1: 31.077301025390625 (30.789181847726145) | > grad_norm_1: tensor(160.6860, device='cuda:0') (tensor(159.7175, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.3603 (0.36806760488017914) | > loader_time: 0.0039 (0.0037111140066577544)  --> TIME: 2024-06-12 03:33:02 -- STEP: 149/330 -- GLOBAL_STEP: 358750 | > loss_disc: 2.321397542953491 (2.359466199106817) | > loss_disc_real_0: 0.135235995054245 (0.11218424071401557) | > loss_disc_real_1: 0.1673811376094818 (0.19668573811150236) | > loss_disc_real_2: 0.23279127478599548 (0.209905535582728) | > loss_disc_real_3: 0.24119353294372559 (0.2288293523476428) | > loss_disc_real_4: 0.21199926733970642 (0.2307585366820329) | > loss_disc_real_5: 0.20947393774986267 (0.22267390607587442) | > loss_0: 2.321397542953491 (2.359466199106817) | > grad_norm_0: tensor(48.6633, device='cuda:0') (tensor(12.9136, device='cuda:0')) | > loss_gen: 2.4487686157226562 (2.4844211379953682) | > loss_kl: 1.9971574544906616 (1.9872296784548151) | > loss_feat: 6.568546772003174 (7.0507343503452775) | > loss_mel: 17.158937454223633 (17.286012393516188) | > loss_duration: 2.0341269969940186 (1.994044361498532) | > loss_1: 30.207536697387695 (30.80244197461429) | > grad_norm_1: tensor(334.9304, device='cuda:0') (tensor(175.6202, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.3869 (0.36882770461524095) | > loader_time: 0.0039 (0.0037876727597025415)  --> TIME: 2024-06-12 03:33:11 -- STEP: 174/330 -- GLOBAL_STEP: 358775 | > loss_disc: 2.3035194873809814 (2.3592403702352236) | > loss_disc_real_0: 0.07221987843513489 (0.11259572533355362) | > loss_disc_real_1: 0.17511436343193054 (0.19645109644223904) | > loss_disc_real_2: 0.20243415236473083 (0.21033245573441187) | > loss_disc_real_3: 0.23039110004901886 (0.22860207785477585) | > loss_disc_real_4: 0.243469700217247 (0.23096092559140305) | > loss_disc_real_5: 0.22287289798259735 (0.22177694215514193) | > loss_0: 2.3035194873809814 (2.3592403702352236) | > grad_norm_0: tensor(22.5919, device='cuda:0') (tensor(14.6439, device='cuda:0')) | > loss_gen: 2.6127865314483643 (2.487260429338478) | > loss_kl: 2.1291427612304688 (1.9927397849916042) | > loss_feat: 7.066167831420898 (7.045878284278956) | > loss_mel: 17.625839233398438 (17.27443276328603) | > loss_duration: 2.1007747650146484 (1.9995536235557205) | > loss_1: 31.534711837768555 (30.799864911484992) | > grad_norm_1: tensor(364.2311, device='cuda:0') (tensor(197.6270, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.3873 (0.3705277251101089) | > loader_time: 0.0059 (0.003888570029160072)  --> TIME: 2024-06-12 03:33:22 -- STEP: 199/330 -- GLOBAL_STEP: 358800 | > loss_disc: 2.2967801094055176 (2.3560170911664327) | > loss_disc_real_0: 0.0851767286658287 (0.11275789763160686) | > loss_disc_real_1: 0.19574138522148132 (0.19664469967834913) | > loss_disc_real_2: 0.23796021938323975 (0.21054263225751907) | > loss_disc_real_3: 0.21115215122699738 (0.22857823788221157) | > loss_disc_real_4: 0.2197979986667633 (0.23063424229621887) | > loss_disc_real_5: 0.19025787711143494 (0.22133984457907366) | > loss_0: 2.2967801094055176 (2.3560170911664327) | > grad_norm_0: tensor(15.6075, device='cuda:0') (tensor(15.6795, device='cuda:0')) | > loss_gen: 2.465635061264038 (2.4962711717615194) | > loss_kl: 2.034306049346924 (1.998459580555633) | > loss_feat: 7.238735198974609 (7.066078950412308) | > loss_mel: 17.62771987915039 (17.254142291581818) | > loss_duration: 2.122380256652832 (2.0081464806992817) | > loss_1: 31.48877716064453 (30.823098494179884) | > grad_norm_1: tensor(381.2923, device='cuda:0') (tensor(217.8913, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.4045 (0.37487377713074044) | > loader_time: 0.0058 (0.004029317117815642)  --> TIME: 2024-06-12 03:33:32 -- STEP: 224/330 -- GLOBAL_STEP: 358825 | > loss_disc: 2.282411813735962 (2.357576809823511) | > loss_disc_real_0: 0.07741177082061768 (0.11402521076213036) | > loss_disc_real_1: 0.18171557784080505 (0.19694494642317295) | > loss_disc_real_2: 0.24564377963542938 (0.21049056308610098) | > loss_disc_real_3: 0.2169725000858307 (0.22886414260470442) | > loss_disc_real_4: 0.1792108714580536 (0.23051482645262564) | > loss_disc_real_5: 0.16254393756389618 (0.22031837236136198) | > loss_0: 2.282411813735962 (2.357576809823511) | > grad_norm_0: tensor(38.4851, device='cuda:0') (tensor(17.7036, device='cuda:0')) | > loss_gen: 2.6312155723571777 (2.50089911903654) | > loss_kl: 2.083436965942383 (2.0055609467838487) | > loss_feat: 7.675937652587891 (7.082228245479719) | > loss_mel: 16.6951961517334 (17.21211097921645) | > loss_duration: 2.136578321456909 (2.015973401388953) | > loss_1: 31.22236442565918 (30.816772733415878) | > grad_norm_1: tensor(538.6194, device='cuda:0') (tensor(242.4732, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.4219 (0.37890707062823437) | > loader_time: 0.005 (0.004179638411317554)  --> TIME: 2024-06-12 03:33:43 -- STEP: 249/330 -- GLOBAL_STEP: 358850 | > loss_disc: 2.4084696769714355 (2.3606543962256477) | > loss_disc_real_0: 0.12130413949489594 (0.11560870832707508) | > loss_disc_real_1: 0.15581947565078735 (0.19660041107231355) | > loss_disc_real_2: 0.18699325621128082 (0.21049880017956576) | > loss_disc_real_3: 0.22861064970493317 (0.2292673681155745) | > loss_disc_real_4: 0.22104264795780182 (0.23077640218667717) | > loss_disc_real_5: 0.22599264979362488 (0.22060860531875887) | > loss_0: 2.4084696769714355 (2.3606543962256477) | > grad_norm_0: tensor(33.8378, device='cuda:0') (tensor(18.7622, device='cuda:0')) | > loss_gen: 2.3064823150634766 (2.4958531454385064) | > loss_kl: 2.2089743614196777 (2.0107295383889974) | > loss_feat: 7.294083118438721 (7.0589547080687245) | > loss_mel: 17.08150863647461 (17.176023594346876) | > loss_duration: 2.0930237770080566 (2.024506677585435) | > loss_1: 30.984071731567383 (30.766067688723645) | > grad_norm_1: tensor(425.8643, device='cuda:0') (tensor(253.9780, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.4335 (0.38376401131411636) | > loader_time: 0.0059 (0.004354537251483963)  --> TIME: 2024-06-12 03:33:54 -- STEP: 274/330 -- GLOBAL_STEP: 358875 | > loss_disc: 2.4100818634033203 (2.3662035064975697) | > loss_disc_real_0: 0.13358251750469208 (0.11699504021854296) | > loss_disc_real_1: 0.17168380320072174 (0.19688822073440485) | > loss_disc_real_2: 0.2252228558063507 (0.21086931805105974) | > loss_disc_real_3: 0.2584145665168762 (0.22981934238524332) | > loss_disc_real_4: 0.28023090958595276 (0.23113201009313555) | > loss_disc_real_5: 0.278120219707489 (0.2211684253420273) | > loss_0: 2.4100818634033203 (2.3662035064975697) | > grad_norm_0: tensor(15.6625, device='cuda:0') (tensor(19.3053, device='cuda:0')) | > loss_gen: 2.5155692100524902 (2.4889408297782407) | > loss_kl: 2.1054177284240723 (2.0169244365100427) | > loss_feat: 6.274152755737305 (7.048209467073426) | > loss_mel: 16.256179809570312 (17.130817750944715) | > loss_duration: 2.1222424507141113 (2.033342260948934) | > loss_1: 29.273561477661133 (30.718234772229717) | > grad_norm_1: tensor(275.0979, device='cuda:0') (tensor(259.8823, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.4555 (0.3890808690203368) | > loader_time: 0.0065 (0.004516149959424986)  --> TIME: 2024-06-12 03:34:06 -- STEP: 299/330 -- GLOBAL_STEP: 358900 | > loss_disc: 2.53250789642334 (2.37127963276611) | > loss_disc_real_0: 0.14964494109153748 (0.11826556766511605) | > loss_disc_real_1: 0.22759902477264404 (0.19769150158234666) | > loss_disc_real_2: 0.20011450350284576 (0.2114864829491612) | > loss_disc_real_3: 0.21145786345005035 (0.22982427652264917) | > loss_disc_real_4: 0.21763330698013306 (0.23129164823720288) | > loss_disc_real_5: 0.21151310205459595 (0.2210605440032123) | > loss_0: 2.53250789642334 (2.37127963276611) | > grad_norm_0: tensor(52.9160, device='cuda:0') (tensor(20.2454, device='cuda:0')) | > loss_gen: 2.3823082447052 (2.4850567431752912) | > loss_kl: 2.236621618270874 (2.0245723078482114) | > loss_feat: 6.262061595916748 (7.047695978030712) | > loss_mel: 17.086894989013672 (17.089376896121433) | > loss_duration: 2.195363759994507 (2.0440104729355797) | > loss_1: 30.163251876831055 (30.690712447150496) | > grad_norm_1: tensor(229.1765, device='cuda:0') (tensor(272.2599, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.4675 (0.39508809054575666) | > loader_time: 0.0067 (0.004679477334421216)  --> TIME: 2024-06-12 03:34:20 -- STEP: 324/330 -- GLOBAL_STEP: 358925 | > loss_disc: 2.5489699840545654 (2.3753315158832193) | > loss_disc_real_0: 0.2512948513031006 (0.12034038019677003) | > loss_disc_real_1: 0.22634106874465942 (0.19879055349731156) | > loss_disc_real_2: 0.21500349044799805 (0.2117363116071548) | > loss_disc_real_3: 0.2531600296497345 (0.2297600999382543) | > loss_disc_real_4: 0.26487231254577637 (0.2313231651061847) | > loss_disc_real_5: 0.2589816153049469 (0.22117872412006057) | > loss_0: 2.5489699840545654 (2.3753315158832193) | > grad_norm_0: tensor(35.3491, device='cuda:0') (tensor(21.3928, device='cuda:0')) | > loss_gen: 2.178291082382202 (2.4850988034848833) | > loss_kl: 2.134011745452881 (2.030861827326409) | > loss_feat: 9.281789779663086 (7.088459197385811) | > loss_mel: 15.811657905578613 (17.039969217630073) | > loss_duration: 2.258486747741699 (2.058601932393182) | > loss_1: 31.66423797607422 (30.702991002871666) | > grad_norm_1: tensor(191.5333, device='cuda:0') (tensor(285.7006, device='cuda:0')) | > current_lr_0: 0.0001805144734296515 | > current_lr_1: 0.0001805144734296515 | > step_time: 0.5872 (0.4059354420061466) | > loader_time: 0.0089 (0.004938544314584615)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7125744819641113 (2.7125744819641113) | > loss_disc_real_0: 0.16195553541183472 (0.16195553541183472) | > loss_disc_real_1: 0.2516917884349823 (0.2516917884349823) | > loss_disc_real_2: 0.2633890211582184 (0.2633890211582184) | > loss_disc_real_3: 0.32653191685676575 (0.32653191685676575) | > loss_disc_real_4: 0.2985139787197113 (0.2985139787197113) | > loss_disc_real_5: 0.33022817969322205 (0.33022817969322205) | > loss_0: 2.7125744819641113 (2.7125744819641113) | > loss_gen: 2.317647695541382 (2.317647695541382) | > loss_kl: 2.8198916912078857 (2.8198916912078857) | > loss_feat: 4.25193977355957 (4.25193977355957) | > loss_mel: 13.855051040649414 (13.855051040649414) | > loss_duration: 2.952069044113159 (2.952069044113159) | > loss_1: 26.19659996032715 (26.19659996032715)  --> STEP: 1 | > loss_disc: 2.4471518993377686 (2.4471518993377686) | > loss_disc_real_0: 0.044470444321632385 (0.044470444321632385) | > loss_disc_real_1: 0.23730981349945068 (0.23730981349945068) | > loss_disc_real_2: 0.257595032453537 (0.257595032453537) | > loss_disc_real_3: 0.2464871108531952 (0.2464871108531952) | > loss_disc_real_4: 0.24099209904670715 (0.24099209904670715) | > loss_disc_real_5: 0.27719396352767944 (0.27719396352767944) | > loss_0: 2.4471518993377686 (2.4471518993377686) | > loss_gen: 2.283292531967163 (2.283292531967163) | > loss_kl: 3.536708116531372 (3.536708116531372) | > loss_feat: 5.395042419433594 (5.395042419433594) | > loss_mel: 17.02412223815918 (17.02412223815918) | > loss_duration: 2.482800006866455 (2.482800006866455) | > loss_1: 30.72196388244629 (30.72196388244629)  --> STEP: 2 | > loss_disc: 2.150324583053589 (2.2987382411956787) | > loss_disc_real_0: 0.055335696786642075 (0.04990307055413723) | > loss_disc_real_1: 0.23752464354038239 (0.23741722851991653) | > loss_disc_real_2: 0.2902972400188446 (0.2739461362361908) | > loss_disc_real_3: 0.17978787422180176 (0.21313749253749847) | > loss_disc_real_4: 0.19584974646568298 (0.21842092275619507) | > loss_disc_real_5: 0.22848860919475555 (0.2528412863612175) | > loss_0: 2.150324583053589 (2.2987382411956787) | > loss_gen: 2.563025712966919 (2.423159122467041) | > loss_kl: 3.038187265396118 (3.287447690963745) | > loss_feat: 6.2265706062316895 (5.810806512832642) | > loss_mel: 17.428064346313477 (17.226093292236328) | > loss_duration: 2.4745495319366455 (2.4786747694015503) | > loss_1: 31.730398178100586 (31.226181030273438)  --> STEP: 3 | > loss_disc: 2.211826801300049 (2.2697677612304688) | > loss_disc_real_0: 0.08718448877334595 (0.06233020996054014) | > loss_disc_real_1: 0.17732267081737518 (0.21738570928573608) | > loss_disc_real_2: 0.23245769739151 (0.2601166566212972) | > loss_disc_real_3: 0.22920577228069305 (0.21849358578523) | > loss_disc_real_4: 0.1979953497648239 (0.211612398425738) | > loss_disc_real_5: 0.17406965792179108 (0.2265840768814087) | > loss_0: 2.211826801300049 (2.2697677612304688) | > loss_gen: 2.4187815189361572 (2.4216999212900796) | > loss_kl: 3.4465866088867188 (3.34049399693807) | > loss_feat: 7.30741024017334 (6.309674421946208) | > loss_mel: 16.872495651245117 (17.108227411905926) | > loss_duration: 2.393218994140625 (2.4501895109812417) | > loss_1: 32.43849182128906 (31.630284627278645)  --> STEP: 4 | > loss_disc: 2.4893455505371094 (2.324662208557129) | > loss_disc_real_0: 0.18294879794120789 (0.09248485695570707) | > loss_disc_real_1: 0.24877192080020905 (0.22523226216435432) | > loss_disc_real_2: 0.28160056471824646 (0.2654876336455345) | > loss_disc_real_3: 0.2065170407295227 (0.21549944952130318) | > loss_disc_real_4: 0.20662957429885864 (0.21036669239401817) | > loss_disc_real_5: 0.24881836771965027 (0.23214264959096909) | > loss_0: 2.4893455505371094 (2.324662208557129) | > loss_gen: 2.378781318664551 (2.4109702706336975) | > loss_kl: 3.4829556941986084 (3.3761094212532043) | > loss_feat: 7.741554260253906 (6.667644381523132) | > loss_mel: 18.92049217224121 (17.561293601989746) | > loss_duration: 2.355827569961548 (2.4265990257263184) | > loss_1: 34.87961196899414 (32.44261646270752)  --> STEP: 5 | > loss_disc: 2.429657459259033 (2.34566125869751) | > loss_disc_real_0: 0.14030234515666962 (0.10204835459589959) | > loss_disc_real_1: 0.30396562814712524 (0.2409789353609085) | > loss_disc_real_2: 0.2308550775051117 (0.25856112241744994) | > loss_disc_real_3: 0.32315152883529663 (0.23702986538410187) | > loss_disc_real_4: 0.29074013233184814 (0.22644138038158418) | > loss_disc_real_5: 0.24902796745300293 (0.23551971316337586) | > loss_0: 2.429657459259033 (2.34566125869751) | > loss_gen: 2.632715940475464 (2.455319404602051) | > loss_kl: 2.447483539581299 (3.1903842449188233) | > loss_feat: 5.381850719451904 (6.410485649108887) | > loss_mel: 18.162866592407227 (17.681608200073242) | > loss_duration: 2.401972770690918 (2.4216737747192383) | > loss_1: 31.02688980102539 (32.159471130371095)  --> STEP: 6 | > loss_disc: 2.6102285385131836 (2.3897558053334556) | > loss_disc_real_0: 0.08854025602340698 (0.09979700483381748) | > loss_disc_real_1: 0.23465049266815186 (0.23992419491211572) | > loss_disc_real_2: 0.27674630284309387 (0.26159198582172394) | > loss_disc_real_3: 0.26702582836151123 (0.24202919254700342) | > loss_disc_real_4: 0.3261829912662506 (0.24306498219569525) | > loss_disc_real_5: 0.2742977440357208 (0.2419827183087667) | > loss_0: 2.6102285385131836 (2.3897558053334556) | > loss_gen: 2.3630728721618652 (2.4399449825286865) | > loss_kl: 3.365945816040039 (3.2196445067723594) | > loss_feat: 5.652687072753906 (6.284185886383057) | > loss_mel: 19.211544036865234 (17.936597506205242) | > loss_duration: 2.1915690898895264 (2.383322993914286) | > loss_1: 32.784820556640625 (32.26369603474935)  --> STEP: 7 | > loss_disc: 2.6179020404815674 (2.4223481246403287) | > loss_disc_real_0: 0.08212339878082275 (0.09727220396910395) | > loss_disc_real_1: 0.19158294796943665 (0.233018302491733) | > loss_disc_real_2: 0.24604402482509613 (0.2593708485364914) | > loss_disc_real_3: 0.2917216718196869 (0.24912811815738678) | > loss_disc_real_4: 0.33825013041496277 (0.25666286051273346) | > loss_disc_real_5: 0.325486421585083 (0.25391181877681185) | > loss_0: 2.6179020404815674 (2.4223481246403287) | > loss_gen: 2.258654832839966 (2.4140463897160123) | > loss_kl: 4.230826377868652 (3.3640990597861156) | > loss_feat: 5.766293048858643 (6.21020119530814) | > loss_mel: 18.206790924072266 (17.97519656590053) | > loss_duration: 2.6238505840301514 (2.4176840782165527) | > loss_1: 33.08641815185547 (32.38122776576451)  --> STEP: 8 | > loss_disc: 2.5023646354675293 (2.4323501884937286) | > loss_disc_real_0: 0.08261366188526154 (0.09543988620862365) | > loss_disc_real_1: 0.16068339347839355 (0.22397643886506557) | > loss_disc_real_2: 0.2166033685207367 (0.25402491353452206) | > loss_disc_real_3: 0.27283206582069397 (0.2520911116153002) | > loss_disc_real_4: 0.2574635446071625 (0.2567629460245371) | > loss_disc_real_5: 0.22740602493286133 (0.25059859454631805) | > loss_0: 2.5023646354675293 (2.4323501884937286) | > loss_gen: 2.3158297538757324 (2.401769310235977) | > loss_kl: 3.8699488639831543 (3.4273302853107452) | > loss_feat: 10.930292129516602 (6.800212562084198) | > loss_mel: 19.371532440185547 (18.149738550186157) | > loss_duration: 2.310059070587158 (2.4042309522628784) | > loss_1: 38.797664642333984 (33.18328237533569)  --> STEP: 9 | > loss_disc: 2.5587158203125 (2.44639081425137) | > loss_disc_real_0: 0.29214274883270264 (0.11729575983352131) | > loss_disc_real_1: 0.16588391363620758 (0.21752171383963692) | > loss_disc_real_2: 0.32398998737335205 (0.26179881062772536) | > loss_disc_real_3: 0.21086183190345764 (0.24751008053620657) | > loss_disc_real_4: 0.18956111371517181 (0.24929607576794094) | > loss_disc_real_5: 0.24394361674785614 (0.24985915256871116) | > loss_0: 2.5587158203125 (2.44639081425137) | > loss_gen: 2.438486099243164 (2.4058489534589977) | > loss_kl: 2.4686942100524902 (3.320815165837606) | > loss_feat: 10.176944732666016 (7.175405025482178) | > loss_mel: 17.689607620239258 (18.09861289130317) | > loss_duration: 2.154738426208496 (2.3765095604790583) | > loss_1: 34.92847442626953 (33.37719260321723)  --> STEP: 10 | > loss_disc: 2.5973644256591797 (2.4614881753921507) | > loss_disc_real_0: 0.08695226162672043 (0.11426141001284122) | > loss_disc_real_1: 0.27987343072891235 (0.22375688552856446) | > loss_disc_real_2: 0.29871755838394165 (0.265490685403347) | > loss_disc_real_3: 0.2553699314594269 (0.2482960656285286) | > loss_disc_real_4: 0.264019250869751 (0.25076839327812195) | > loss_disc_real_5: 0.3266057074069977 (0.25753380805253984) | > loss_0: 2.5973644256591797 (2.4614881753921507) | > loss_gen: 2.2946715354919434 (2.3947312116622923) | > loss_kl: 3.183561325073242 (3.3070897817611695) | > loss_feat: 5.38510274887085 (6.996374797821045) | > loss_mel: 17.445419311523438 (18.033293533325196) | > loss_duration: 2.464724540710449 (2.385331058502197) | > loss_1: 30.773479461669922 (33.1168212890625)  --> STEP: 11 | > loss_disc: 2.553579330444336 (2.4698600985787134) | > loss_disc_real_0: 0.15761947631835938 (0.11820305240425197) | > loss_disc_real_1: 0.18589559197425842 (0.22031494975090027) | > loss_disc_real_2: 0.2184552699327469 (0.26121473854238336) | > loss_disc_real_3: 0.28963056206703186 (0.252053747122938) | > loss_disc_real_4: 0.25159919261932373 (0.2508439204909585) | > loss_disc_real_5: 0.23005831241607666 (0.25503603572195227) | > loss_0: 2.553579330444336 (2.4698600985787134) | > loss_gen: 2.0710768699645996 (2.365308089689775) | > loss_kl: 3.8354403972625732 (3.3551216558976606) | > loss_feat: 5.518539905548096 (6.862026171250776) | > loss_mel: 17.861570358276367 (18.017682335593484) | > loss_duration: 2.5230016708374023 (2.3978465687144888) | > loss_1: 31.809627532958984 (32.997985493053086)  --> STEP: 12 | > loss_disc: 2.4099695682525635 (2.464869221051534) | > loss_disc_real_0: 0.11457189172506332 (0.11790045568098624) | > loss_disc_real_1: 0.22208839654922485 (0.220462736984094) | > loss_disc_real_2: 0.196905717253685 (0.25585565343499184) | > loss_disc_real_3: 0.25016677379608154 (0.25189649934569996) | > loss_disc_real_4: 0.1879967898130417 (0.24560665960113207) | > loss_disc_real_5: 0.18315809965133667 (0.24904620771606764) | > loss_0: 2.4099695682525635 (2.464869221051534) | > loss_gen: 2.0831122398376465 (2.3417917688687644) | > loss_kl: 2.665327548980713 (3.2976388136545816) | > loss_feat: 5.6460089683532715 (6.760691404342651) | > loss_mel: 18.064712524414062 (18.021601517995197) | > loss_duration: 2.2839856147766113 (2.388358155886332) | > loss_1: 30.743146896362305 (32.810082276662186)  --> STEP: 13 | > loss_disc: 2.6911098957061768 (2.482272349871122) | > loss_disc_real_0: 0.12285438179969788 (0.11828152692088714) | > loss_disc_real_1: 0.24126224219799042 (0.22206269892362449) | > loss_disc_real_2: 0.2832854390144348 (0.25796563694110286) | > loss_disc_real_3: 0.3085344731807709 (0.25625326656378233) | > loss_disc_real_4: 0.26200708746910095 (0.2468682309755912) | > loss_disc_real_5: 0.29798242449760437 (0.25281053208387816) | > loss_0: 2.6911098957061768 (2.482272349871122) | > loss_gen: 2.1972460746765137 (2.330672869315514) | > loss_kl: 3.7399532794952393 (3.3316630033346324) | > loss_feat: 5.1460185050964355 (6.636485796708327) | > loss_mel: 16.626237869262695 (17.914265852708084) | > loss_duration: 2.2790687084198 (2.3799512753119836) | > loss_1: 29.988525390625 (32.59303943927471)  --> STEP: 14 | > loss_disc: 2.5190982818603516 (2.4849027735846385) | > loss_disc_real_0: 0.09313631802797318 (0.11648544057139329) | > loss_disc_real_1: 0.23129846155643463 (0.2227223962545395) | > loss_disc_real_2: 0.2732851207256317 (0.25905988578285494) | > loss_disc_real_3: 0.3310442268848419 (0.2615954780152866) | > loss_disc_real_4: 0.26962247490882874 (0.2484935341136796) | > loss_disc_real_5: 0.218461275100708 (0.25035701372793745) | > loss_0: 2.5190982818603516 (2.4849027735846385) | > loss_gen: 2.3766260147094727 (2.333955236843654) | > loss_kl: 3.9198246002197266 (3.373674545969282) | > loss_feat: 6.151639461517334 (6.6018539156232565) | > loss_mel: 17.77140998840332 (17.9040618624006) | > loss_duration: 2.380901336669922 (2.3800191368375505) | > loss_1: 32.60040283203125 (32.59356539590018)  --> STEP: 15 | > loss_disc: 2.572031021118164 (2.4907113234202067) | > loss_disc_real_0: 0.1775904893875122 (0.12055911049246788) | > loss_disc_real_1: 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loss_disc_real_4: 0.24837690591812134 (0.24634887464344501) | > loss_disc_real_5: 0.1425013244152069 (0.2457124600186944) | > loss_0: 2.6266801357269287 (2.499209374189377) | > loss_gen: 1.9720685482025146 (2.3209957629442215) | > loss_kl: 3.008863687515259 (3.371875822544098) | > loss_feat: 6.2408857345581055 (6.605065852403641) | > loss_mel: 15.634575843811035 (17.761010944843292) | > loss_duration: 2.432506799697876 (2.388557344675064) | > loss_1: 29.28890037536621 (32.44750642776489)  --> STEP: 17 | > loss_disc: 2.4207069873809814 (2.4945915867300594) | > loss_disc_real_0: 0.09207586199045181 (0.11841721460223198) | > loss_disc_real_1: 0.17583641409873962 (0.22119179718634663) | > loss_disc_real_2: 0.2583785951137543 (0.2553179763695773) | > loss_disc_real_3: 0.3113807439804077 (0.26905974833404317) | > loss_disc_real_4: 0.26131054759025574 (0.24722897305208094) | > loss_disc_real_5: 0.32638412714004517 (0.25045785220230327) | > loss_0: 2.4207069873809814 (2.4945915867300594) | > 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(17.597843170166016) | > loss_duration: 2.2749454975128174 (2.384433454937405) | > loss_1: 29.876222610473633 (32.166122648451065)  --> STEP: 19 | > loss_disc: 2.5576040744781494 (2.5001095094178853) | > loss_disc_real_0: 0.1848818063735962 (0.12090942008714926) | > loss_disc_real_1: 0.1844809353351593 (0.21657774322911313) | > loss_disc_real_2: 0.22354476153850555 (0.2537295598732798) | > loss_disc_real_3: 0.26386576890945435 (0.2694467533575861) | > loss_disc_real_4: 0.21840009093284607 (0.24745216651966698) | > loss_disc_real_5: 0.3139881491661072 (0.25450974310699265) | > loss_0: 2.5576040744781494 (2.5001095094178853) | > loss_gen: 2.2431986331939697 (2.323266782258686) | > loss_kl: 2.179687738418579 (3.2545493903912996) | > loss_feat: 6.973731994628906 (6.564596276534231) | > loss_mel: 17.597381591796875 (17.59781887656764) | > loss_duration: 2.361499309539795 (2.3832263946533203) | > loss_1: 31.355499267578125 (32.12345825998407)  --> STEP: 20 | > loss_disc: 2.6007633209228516 (2.5051421999931334) | > loss_disc_real_0: 0.11362569034099579 (0.1205452335998416) | > loss_disc_real_1: 0.19470974802970886 (0.2154843434691429) | > loss_disc_real_2: 0.29160305857658386 (0.25562323480844495) | > loss_disc_real_3: 0.2600971460342407 (0.2689792729914188) | > loss_disc_real_4: 0.31151270866394043 (0.25065519362688066) | > loss_disc_real_5: 0.30902716517448425 (0.2572356142103672) | > loss_0: 2.6007633209228516 (2.5051421999931334) | > loss_gen: 2.3860394954681396 (2.326405417919159) | > loss_kl: 2.091031789779663 (3.1963735103607176) | > loss_feat: 7.961989402770996 (6.634465932846069) | > loss_mel: 18.01099395751953 (17.618477630615235) | > loss_duration: 2.321913242340088 (2.3801607370376585) | > loss_1: 32.771968841552734 (32.1558837890625)  --> STEP: 21 | > loss_disc: 2.535799980163574 (2.506602094286964) | > loss_disc_real_0: 0.09701356291770935 (0.1194246778530734) | > loss_disc_real_1: 0.22813333570957184 (0.21608667643297286) | > loss_disc_real_2: 0.30355578660964966 (0.257905737275169) | > loss_disc_real_3: 0.23298245668411255 (0.2672651388815471) | > loss_disc_real_4: 0.24809138476848602 (0.2505331074907666) | > loss_disc_real_5: 0.2571306526660919 (0.2572306160415922) | > loss_0: 2.535799980163574 (2.506602094286964) | > loss_gen: 2.262341260910034 (2.3233547437758673) | > loss_kl: 1.9062013626098633 (3.134936741420201) | > loss_feat: 5.443592548370361 (6.577757676442464) | > loss_mel: 14.947731971740723 (17.491299265906925) | > loss_duration: 2.148346424102783 (2.369121960231236) | > loss_1: 26.70821189880371 (31.89647084190732)  --> STEP: 22 | > loss_disc: 2.5062472820281982 (2.50658596645702) | > loss_disc_real_0: 0.051354579627513885 (0.11633058247918432) | > loss_disc_real_1: 0.23254096508026123 (0.21683459864421326) | > loss_disc_real_2: 0.3081935942173004 (0.2601915489543568) | > loss_disc_real_3: 0.2949081063270569 (0.2685216374017976) | > loss_disc_real_4: 0.28980666399002075 (0.25231826914982364) | > loss_disc_real_5: 0.32721611857414246 (0.2604117752476172) | > loss_0: 2.5062472820281982 (2.50658596645702) | > loss_gen: 2.7982490062713623 (2.3449408466165718) | > loss_kl: 2.3276729583740234 (3.09824293309992) | > loss_feat: 7.270593166351318 (6.609250198711049) | > loss_mel: 18.9635009765625 (17.558217525482178) | > loss_duration: 2.2014808654785156 (2.3615019104697486) | > loss_1: 33.56149673461914 (31.972153837030586)  --> STEP: 23 | > loss_disc: 2.59328031539917 (2.510355285976244) | > loss_disc_real_0: 0.15216703712940216 (0.11788868920310684) | > loss_disc_real_1: 0.2441321313381195 (0.21802144789177438) | > loss_disc_real_2: 0.3077126741409302 (0.2622576848320339) | > loss_disc_real_3: 0.33191215991973877 (0.27127774707649066) | > loss_disc_real_4: 0.2370775192975998 (0.2516556278519008) | > loss_disc_real_5: 0.3347122073173523 (0.2636422288158666) | > loss_0: 2.59328031539917 (2.510355285976244) | > loss_gen: 2.588088035583496 (2.3555124635281772) | > loss_kl: 3.20173978805542 (3.102742796358855) | > loss_feat: 5.655157089233398 (6.567767889603324) | > loss_mel: 16.39167594909668 (17.507498326508895) | > loss_duration: 2.3396689891815186 (2.360552653022434) | > loss_1: 30.17633056640625 (31.894074564394742)  --> STEP: 24 | > loss_disc: 2.5690395832061768 (2.512800465027491) | > loss_disc_real_0: 0.18240731954574585 (0.12057696546738346) | > loss_disc_real_1: 0.15417662262916565 (0.2153612468391657) | > loss_disc_real_2: 0.20736835896968842 (0.25997062958776945) | > loss_disc_real_3: 0.23894411325454712 (0.2699305123339097) | > loss_disc_real_4: 0.28992998600006104 (0.2532503927747408) | > loss_disc_real_5: 0.3035617172718048 (0.265305540834864) | > loss_0: 2.5690395832061768 (2.512800465027491) | > loss_gen: 2.1727190017700195 (2.3478960692882542) | > loss_kl: 2.9130735397338867 (3.0948399106661477) | > loss_feat: 5.369944095611572 (6.517858564853668) | > loss_mel: 18.492101669311523 (17.54852346579234) | > loss_duration: 2.4548068046569824 (2.3644799093405404) | > loss_1: 31.402645111083984 (31.873598337173462)  --> STEP: 25 | > loss_disc: 2.9074182510375977 (2.5285851764678955) | > loss_disc_real_0: 0.1687079519033432 (0.12250220492482185) | > loss_disc_real_1: 0.3001543879508972 (0.21875297248363496) | > loss_disc_real_2: 0.3812524974346161 (0.2648219043016433) | > loss_disc_real_3: 0.32712483406066895 (0.27221828520298) | > loss_disc_real_4: 0.2752262353897095 (0.25412942647933956) | > loss_disc_real_5: 0.2979039251804352 (0.26660947620868686) | > loss_0: 2.9074182510375977 (2.5285851764678955) | > loss_gen: 2.3006348609924316 (2.3460056209564213) | > loss_kl: 2.5656001567840576 (3.0736703205108644) | > loss_feat: 5.823645114898682 (6.490090026855468) | > loss_mel: 15.065884590148926 (17.449217910766603) | > loss_duration: 2.422150135040283 (2.3667867183685303) | > loss_1: 28.177913665771484 (31.725770950317383)  --> STEP: 26 | > loss_disc: 2.6585538387298584 (2.5335839711702786) | > loss_disc_real_0: 0.07792729884386063 (0.1207877854601695) | > loss_disc_real_1: 0.14147470891475677 (0.21578073157713965) | > loss_disc_real_2: 0.26762986183166504 (0.2649299026681826) | > loss_disc_real_3: 0.4124709367752075 (0.27761261795575803) | > loss_disc_real_4: 0.216067835688591 (0.25266551914123386) | > loss_disc_real_5: 0.37729519605636597 (0.2708666192797514) | > loss_0: 2.6585538387298584 (2.5335839711702786) | > loss_gen: 2.235687494277954 (2.3417626160841722) | > loss_kl: 2.8282811641693115 (3.064232276036189) | > loss_feat: 8.562201499938965 (6.569786621974065) | > loss_mel: 18.675498962402344 (17.496382566598747) | > loss_duration: 2.291745662689209 (2.363900523919326) | > loss_1: 34.593414306640625 (31.836064925560585) --> EVAL PERFORMANCE | > avg_loader_time: 0.002416069690997784 (-0.00011877830211932819) | > avg_loss_disc: 2.5335839711702786 (+0.008570460172799166) | > avg_loss_disc_real_0: 0.1207877854601695 (-0.03326426518078035) | > avg_loss_disc_real_1: 0.21578073157713965 (-0.03227837612995735) | > avg_loss_disc_real_2: 0.2649299026681826 (-0.04121950383369749) | > avg_loss_disc_real_3: 0.27761261795575803 (+0.02488142595841336) | > avg_loss_disc_real_4: 0.25266551914123386 (+0.021370793191286208) | > avg_loss_disc_real_5: 0.2708666192797514 (+0.03396239074376914) | > avg_loss_0: 2.5335839711702786 (+0.008570460172799166) | > avg_loss_gen: 2.3417626160841722 (-0.08932584065657423) | > avg_loss_kl: 3.064232276036189 (-0.013971933951744564) | > avg_loss_feat: 6.569786621974065 (+0.25945067405700684) | > avg_loss_mel: 17.496382566598747 (+0.4736226522005573) | > avg_loss_duration: 2.363900523919326 (+0.010630378356347503) | > avg_loss_1: 31.836064925560585 (+0.6404063151432915)  > EPOCH: 821/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:34:43)   --> TIME: 2024-06-12 03:34:51 -- STEP: 19/330 -- GLOBAL_STEP: 358950 | > loss_disc: 2.3978676795959473 (2.33180832862854) | > loss_disc_real_0: 0.14104044437408447 (0.10167134710048374) | > loss_disc_real_1: 0.17319521307945251 (0.19526967327845723) | > loss_disc_real_2: 0.19710348546504974 (0.21014547897012611) | > loss_disc_real_3: 0.20640422403812408 (0.230898905741541) | > loss_disc_real_4: 0.24385370314121246 (0.23826817462318822) | > loss_disc_real_5: 0.26216229796409607 (0.22832637790002322) | > loss_0: 2.3978676795959473 (2.33180832862854) | > grad_norm_0: tensor(10.0490, device='cuda:0') (tensor(10.5432, device='cuda:0')) | > loss_gen: 2.3469271659851074 (2.495004842155858) | > loss_kl: 2.0073695182800293 (1.9125847816467285) | > loss_feat: 6.809937953948975 (6.7967954183879655) | > loss_mel: 16.537551879882812 (17.436995355706465) | > loss_duration: 1.9690837860107422 (2.047466892945139) | > loss_1: 29.670869827270508 (30.688847090068617) | > grad_norm_1: tensor(132.7301, device='cuda:0') (tensor(130.3570, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3469 (0.35335789228740494) | > loader_time: 0.0035 (0.0030872194390547903)  --> TIME: 2024-06-12 03:35:00 -- STEP: 44/330 -- GLOBAL_STEP: 358975 | > loss_disc: 2.3559062480926514 (2.3267044641754846) | > loss_disc_real_0: 0.11128532886505127 (0.10237751630219546) | > loss_disc_real_1: 0.18054158985614777 (0.19313278049230567) | > loss_disc_real_2: 0.1794666051864624 (0.20704645358703352) | > loss_disc_real_3: 0.22618438303470612 (0.2303242039951411) | > loss_disc_real_4: 0.24804143607616425 (0.2332650717686523) | > loss_disc_real_5: 0.22002722322940826 (0.22295492108572612) | > loss_0: 2.3559062480926514 (2.3267044641754846) | > grad_norm_0: tensor(12.7128, device='cuda:0') (tensor(9.8909, device='cuda:0')) | > loss_gen: 2.580510377883911 (2.5090006969191814) | > loss_kl: 1.720395565032959 (1.9443792673674496) | > loss_feat: 8.061495780944824 (7.01235690983859) | > loss_mel: 17.71068572998047 (17.320174477317114) | > loss_duration: 1.8981053829193115 (1.99820877476172) | > loss_1: 31.971193313598633 (30.78412012620406) | > grad_norm_1: tensor(149.0777, device='cuda:0') (tensor(112.2580, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3559 (0.3564916090531783) | > loader_time: 0.0037 (0.0032308751886541195)  --> TIME: 2024-06-12 03:35:10 -- STEP: 69/330 -- GLOBAL_STEP: 359000 | > loss_disc: 2.4419445991516113 (2.344084767327792) | > loss_disc_real_0: 0.11338524520397186 (0.10617730636959491) | > loss_disc_real_1: 0.2330682873725891 (0.19523209311823908) | > loss_disc_real_2: 0.26064345240592957 (0.20768254606620126) | > loss_disc_real_3: 0.2523482143878937 (0.22974404282328012) | > loss_disc_real_4: 0.2727825343608856 (0.23296945876833322) | > loss_disc_real_5: 0.2481100857257843 (0.22394424417744513) | > loss_0: 2.4419445991516113 (2.344084767327792) | > grad_norm_0: tensor(13.0481, device='cuda:0') (tensor(9.2397, device='cuda:0')) | > loss_gen: 2.4620089530944824 (2.494344040967416) | > loss_kl: 1.9615933895111084 (1.951848928479181) | > loss_feat: 5.614270210266113 (6.977002731267957) | > loss_mel: 15.70804500579834 (17.22011841207311) | > loss_duration: 1.9317626953125 (1.9861650190491607) | > loss_1: 27.67768096923828 (30.629479200943656) | > grad_norm_1: tensor(153.3060, device='cuda:0') (tensor(101.8337, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3715 (0.35832743022752844) | > loader_time: 0.0051 (0.003407032593436863) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_359000.pth  --> TIME: 2024-06-12 03:35:24 -- STEP: 94/330 -- GLOBAL_STEP: 359025 | > loss_disc: 2.2836928367614746 (2.348103533399865) | > loss_disc_real_0: 0.1251448392868042 (0.10774455615814696) | > loss_disc_real_1: 0.1690184772014618 (0.19491455402780086) | > loss_disc_real_2: 0.20421314239501953 (0.20814075146583802) | > loss_disc_real_3: 0.2324870079755783 (0.22873483138515593) | > loss_disc_real_4: 0.25319501757621765 (0.2335521881567671) | > loss_disc_real_5: 0.21317997574806213 (0.22440889335059105) | > loss_0: 2.2836928367614746 (2.348103533399865) | > grad_norm_0: tensor(4.8559, device='cuda:0') (tensor(9.0896, device='cuda:0')) | > loss_gen: 2.774928569793701 (2.4864519859882113) | > loss_kl: 2.067261219024658 (1.958762674889666) | > loss_feat: 7.586918354034424 (6.960221427552242) | > loss_mel: 17.326711654663086 (17.19447534642321) | > loss_duration: 2.0181379318237305 (1.9839665572694007) | > loss_1: 31.77396011352539 (30.58387803016825) | > grad_norm_1: tensor(94.2425, device='cuda:0') (tensor(106.0879, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.387 (0.36740774803973264) | > loader_time: 0.0043 (0.0035317426032208383)  --> TIME: 2024-06-12 03:35:34 -- STEP: 119/330 -- GLOBAL_STEP: 359050 | > loss_disc: 2.2908289432525635 (2.3543383053370874) | > loss_disc_real_0: 0.12482444196939468 (0.11121285637887586) | > loss_disc_real_1: 0.18142113089561462 (0.19397070753474197) | > loss_disc_real_2: 0.17202149331569672 (0.20860117811615728) | > loss_disc_real_3: 0.20317383110523224 (0.22854323797867077) | > loss_disc_real_4: 0.20588573813438416 (0.23428878751622528) | > loss_disc_real_5: 0.21025119721889496 (0.22407439814395264) | > loss_0: 2.2908289432525635 (2.3543383053370874) | > grad_norm_0: tensor(15.3682, device='cuda:0') (tensor(10.0043, device='cuda:0')) | > loss_gen: 2.4827136993408203 (2.4803977593654345) | > loss_kl: 2.2560224533081055 (1.9798231816091458) | > loss_feat: 7.973686218261719 (6.99472107206072) | > loss_mel: 17.69310760498047 (17.18649775240602) | > loss_duration: 1.9845502376556396 (1.986456229907124) | > loss_1: 32.390079498291016 (30.627896092519038) | > grad_norm_1: tensor(324.5006, device='cuda:0') (tensor(122.0823, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3791 (0.36968667567277164) | > loader_time: 0.0041 (0.0036159282972832688)  --> TIME: 2024-06-12 03:35:44 -- STEP: 144/330 -- GLOBAL_STEP: 359075 | > loss_disc: 2.333327293395996 (2.355687636468145) | > loss_disc_real_0: 0.1012260913848877 (0.11150093588771094) | > loss_disc_real_1: 0.1911701261997223 (0.19419935573306346) | > loss_disc_real_2: 0.20963433384895325 (0.20881941283328662) | > loss_disc_real_3: 0.245005264878273 (0.22847123940785727) | > loss_disc_real_4: 0.23652884364128113 (0.23372417760805952) | > loss_disc_real_5: 0.22481109201908112 (0.2240067303387655) | > loss_0: 2.333327293395996 (2.355687636468145) | > grad_norm_0: tensor(12.1229, device='cuda:0') (tensor(10.5323, device='cuda:0')) | > loss_gen: 2.574220895767212 (2.478426880306668) | > loss_kl: 2.027048349380493 (1.9884091185198889) | > loss_feat: 7.443594455718994 (6.984959095716477) | > loss_mel: 17.568965911865234 (17.194268869029155) | > loss_duration: 1.9831500053405762 (1.99188002364503) | > loss_1: 31.59697914123535 (30.63794418176015) | > grad_norm_1: tensor(361.5210, device='cuda:0') (tensor(133.0531, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3722 (0.37150037288665794) | > loader_time: 0.0038 (0.003740428222550286)  --> TIME: 2024-06-12 03:35:53 -- STEP: 169/330 -- GLOBAL_STEP: 359100 | > loss_disc: 2.427854537963867 (2.364772125108707) | > loss_disc_real_0: 0.1142168790102005 (0.11310290126405526) | > loss_disc_real_1: 0.19554634392261505 (0.19475961983556586) | > loss_disc_real_2: 0.22056026756763458 (0.20974020395405896) | > loss_disc_real_3: 0.23477555811405182 (0.22942283388072923) | > loss_disc_real_4: 0.24310937523841858 (0.23411287658313323) | > loss_disc_real_5: 0.26293474435806274 (0.224975238008612) | > loss_0: 2.427854537963867 (2.364772125108707) | > grad_norm_0: tensor(9.0381, device='cuda:0') (tensor(11.6836, device='cuda:0')) | > loss_gen: 2.538479804992676 (2.474309029663808) | > loss_kl: 2.0159127712249756 (1.999674442957139) | > loss_feat: 6.848974227905273 (6.971063503852259) | > loss_mel: 17.57135581970215 (17.18293222167789) | > loss_duration: 2.0458860397338867 (1.9979678512324948) | > loss_1: 31.020610809326172 (30.625947173530534) | > grad_norm_1: tensor(152.6506, device='cuda:0') (tensor(146.8218, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3987 (0.3735013741713306) | > loader_time: 0.0046 (0.0038325165855814013)  --> TIME: 2024-06-12 03:36:04 -- STEP: 194/330 -- GLOBAL_STEP: 359125 | > loss_disc: 2.309623956680298 (2.3651803092858223) | > loss_disc_real_0: 0.09093715995550156 (0.11372654266732257) | > loss_disc_real_1: 0.20817849040031433 (0.19553025473946156) | > loss_disc_real_2: 0.17166724801063538 (0.2096442746132919) | > loss_disc_real_3: 0.2460125833749771 (0.229318410619018) | > loss_disc_real_4: 0.2318885773420334 (0.234061959478044) | > loss_disc_real_5: 0.2196716070175171 (0.22468786709701893) | > loss_0: 2.309623956680298 (2.3651803092858223) | > grad_norm_0: tensor(16.2152, device='cuda:0') (tensor(12.0703, device='cuda:0')) | > loss_gen: 2.487971782684326 (2.4676803325869385) | > loss_kl: 2.130911111831665 (2.009110866748182) | > loss_feat: 6.720649719238281 (6.949288021657886) | > loss_mel: 16.637428283691406 (17.143690197738188) | > loss_duration: 2.018144130706787 (2.0065216207012684) | > loss_1: 29.995105743408203 (30.57629113344802) | > grad_norm_1: tensor(107.1770, device='cuda:0') (tensor(153.5804, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3927 (0.3770085204507889) | > loader_time: 0.0046 (0.003943389224022933)  --> TIME: 2024-06-12 03:36:14 -- STEP: 219/330 -- GLOBAL_STEP: 359150 | > loss_disc: 2.3646860122680664 (2.3684168830854158) | > loss_disc_real_0: 0.1433638036251068 (0.11548918873479923) | > loss_disc_real_1: 0.20297928154468536 (0.19538033879510894) | > loss_disc_real_2: 0.21952421963214874 (0.21003895004590348) | > loss_disc_real_3: 0.21927206218242645 (0.22964315667544324) | > loss_disc_real_4: 0.22890618443489075 (0.23415239270963625) | > loss_disc_real_5: 0.22231493890285492 (0.224610591179704) | > loss_0: 2.3646860122680664 (2.3684168830854158) | > grad_norm_0: tensor(48.5429, device='cuda:0') (tensor(13.4530, device='cuda:0')) | > loss_gen: 2.490220785140991 (2.466339162495582) | > loss_kl: 2.0909016132354736 (2.0197563231263547) | > loss_feat: 7.464762210845947 (6.961354083666519) | > loss_mel: 17.750625610351562 (17.118103227658917) | > loss_duration: 2.0867977142333984 (2.014549311981897) | > loss_1: 31.88330841064453 (30.580102162818385) | > grad_norm_1: tensor(320.9369, device='cuda:0') (tensor(170.5124, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.3986 (0.38025301994254074) | > loader_time: 0.0053 (0.004061683672203865)  --> TIME: 2024-06-12 03:36:25 -- STEP: 244/330 -- GLOBAL_STEP: 359175 | > loss_disc: 2.4691829681396484 (2.370411125362896) | > loss_disc_real_0: 0.1057790145277977 (0.11724789778045457) | > loss_disc_real_1: 0.16826936602592468 (0.1958336051492418) | > loss_disc_real_2: 0.23438096046447754 (0.21015605153363257) | > loss_disc_real_3: 0.2622343897819519 (0.22954635841191792) | > loss_disc_real_4: 0.2920594811439514 (0.23415255980169186) | > loss_disc_real_5: 0.2713729739189148 (0.22402979598426428) | > loss_0: 2.4691829681396484 (2.370411125362896) | > grad_norm_0: tensor(36.5359, device='cuda:0') (tensor(15.4175, device='cuda:0')) | > loss_gen: 2.277606248855591 (2.469153017294211) | > loss_kl: 1.9545550346374512 (2.0223595177541034) | > loss_feat: 6.474912643432617 (6.962003041486272) | > loss_mel: 16.579238891601562 (17.091459981730733) | > loss_duration: 2.0612082481384277 (2.023554414999288) | > loss_1: 29.347522735595703 (30.568530067068632) | > grad_norm_1: tensor(411.5287, device='cuda:0') (tensor(188.5816, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.4421 (0.3843582252987097) | > loader_time: 0.0058 (0.004187800845161813)  --> TIME: 2024-06-12 03:36:36 -- STEP: 269/330 -- GLOBAL_STEP: 359200 | > loss_disc: 2.3189918994903564 (2.3703667390745364) | > loss_disc_real_0: 0.15519285202026367 (0.11805700899887707) | > loss_disc_real_1: 0.16048112511634827 (0.1957089867179722) | > loss_disc_real_2: 0.19251035153865814 (0.21025738341657638) | > loss_disc_real_3: 0.2489350587129593 (0.22966442043896498) | > loss_disc_real_4: 0.2756999135017395 (0.23401058418156934) | > loss_disc_real_5: 0.23238728940486908 (0.2231250707212434) | > loss_0: 2.3189918994903564 (2.3703667390745364) | > grad_norm_0: tensor(71.9322, device='cuda:0') (tensor(17.3212, device='cuda:0')) | > loss_gen: 2.589773416519165 (2.4780643048339615) | > loss_kl: 2.0994913578033447 (2.0263384013370977) | > loss_feat: 7.381560802459717 (6.99242050851588) | > loss_mel: 16.534706115722656 (17.071303856860315) | > loss_duration: 2.1329827308654785 (2.0319939953687016) | > loss_1: 30.738513946533203 (30.6001211471274) | > grad_norm_1: tensor(584.7433, device='cuda:0') (tensor(215.2308, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.4328 (0.3894152800832984) | > loader_time: 0.0064 (0.004317947479872012)  --> TIME: 2024-06-12 03:36:48 -- STEP: 294/330 -- GLOBAL_STEP: 359225 | > loss_disc: 2.478729486465454 (2.374480636752382) | > loss_disc_real_0: 0.11559455841779709 (0.11922088013265003) | > loss_disc_real_1: 0.19839070737361908 (0.19654347266064215) | > loss_disc_real_2: 0.2661789655685425 (0.21083537362465232) | > loss_disc_real_3: 0.22469991445541382 (0.22997819632291794) | > loss_disc_real_4: 0.2114834487438202 (0.2339150101757374) | > loss_disc_real_5: 0.22678132355213165 (0.22265724437374648) | > loss_0: 2.478729486465454 (2.374480636752382) | > grad_norm_0: tensor(27.2311, device='cuda:0') (tensor(18.8779, device='cuda:0')) | > loss_gen: 2.2771148681640625 (2.4786748237350347) | > loss_kl: 1.9494414329528809 (2.029051497679992) | > loss_feat: 7.25926399230957 (7.000196177943224) | > loss_mel: 16.720937728881836 (17.03480655644217) | > loss_duration: 2.1899375915527344 (2.042459029729674) | > loss_1: 30.396696090698242 (30.58518816500294) | > grad_norm_1: tensor(301.6388, device='cuda:0') (tensor(237.8373, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.4586 (0.39534952851379823) | > loader_time: 0.0062 (0.004471774003943618)  --> TIME: 2024-06-12 03:37:01 -- STEP: 319/330 -- GLOBAL_STEP: 359250 | > loss_disc: 2.436353921890259 (2.3749142582513696) | > loss_disc_real_0: 0.15428045392036438 (0.12047024439074402) | > loss_disc_real_1: 0.20849443972110748 (0.19669639858706248) | > loss_disc_real_2: 0.24540157616138458 (0.21052918935831055) | > loss_disc_real_3: 0.22052860260009766 (0.23002399027721263) | > loss_disc_real_4: 0.19020843505859375 (0.2335338479953126) | > loss_disc_real_5: 0.1855166256427765 (0.22241413256965087) | > loss_0: 2.436353921890259 (2.3749142582513696) | > grad_norm_0: tensor(14.2303, device='cuda:0') (tensor(19.5731, device='cuda:0')) | > loss_gen: 2.5021779537200928 (2.477378219646345) | > loss_kl: 2.0484864711761475 (2.032490728043465) | > loss_feat: 8.222311973571777 (7.028551269100752) | > loss_mel: 16.66409683227539 (17.01306210341499) | > loss_duration: 2.238924264907837 (2.056529501015114) | > loss_1: 31.675996780395508 (30.608011891475666) | > grad_norm_1: tensor(178.5024, device='cuda:0') (tensor(249.6978, device='cuda:0')) | > current_lr_0: 0.00018049190912047277 | > current_lr_1: 0.00018049190912047277 | > step_time: 0.5695 (0.404484990248486) | > loader_time: 0.0077 (0.004685108938187267)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.585932731628418 (2.585932731628418) | > loss_disc_real_0: 0.15371206402778625 (0.15371206402778625) | > loss_disc_real_1: 0.15907618403434753 (0.15907618403434753) | > loss_disc_real_2: 0.19228363037109375 (0.19228363037109375) | > loss_disc_real_3: 0.2863178253173828 (0.2863178253173828) | > loss_disc_real_4: 0.2674136757850647 (0.2674136757850647) | > loss_disc_real_5: 0.3457000255584717 (0.3457000255584717) | > loss_0: 2.585932731628418 (2.585932731628418) | > loss_gen: 2.1574513912200928 (2.1574513912200928) | > loss_kl: 2.6058313846588135 (2.6058313846588135) | > loss_feat: 4.230442523956299 (4.230442523956299) | > loss_mel: 14.160013198852539 (14.160013198852539) | > loss_duration: 3.0145187377929688 (3.0145187377929688) | > loss_1: 26.168258666992188 (26.168258666992188)  --> STEP: 1 | > loss_disc: 2.1427714824676514 (2.1427714824676514) | > loss_disc_real_0: 0.06673518568277359 (0.06673518568277359) | > loss_disc_real_1: 0.22356221079826355 (0.22356221079826355) | > loss_disc_real_2: 0.12354492396116257 (0.12354492396116257) | > loss_disc_real_3: 0.23355188965797424 (0.23355188965797424) | > loss_disc_real_4: 0.1617376059293747 (0.1617376059293747) | > loss_disc_real_5: 0.19489720463752747 (0.19489720463752747) | > loss_0: 2.1427714824676514 (2.1427714824676514) | > loss_gen: 2.377877712249756 (2.377877712249756) | > loss_kl: 2.993767499923706 (2.993767499923706) | > loss_feat: 6.803364276885986 (6.803364276885986) | > loss_mel: 17.87786102294922 (17.87786102294922) | > loss_duration: 2.3893232345581055 (2.3893232345581055) | > loss_1: 32.44219207763672 (32.44219207763672)  --> STEP: 2 | > loss_disc: 2.3925387859344482 (2.26765513420105) | > loss_disc_real_0: 0.20585516095161438 (0.13629517331719398) | > loss_disc_real_1: 0.2095397263765335 (0.21655096858739853) | > loss_disc_real_2: 0.2532292306423187 (0.18838707730174065) | > loss_disc_real_3: 0.22784940898418427 (0.23070064932107925) | > loss_disc_real_4: 0.20727717876434326 (0.18450739234685898) | > loss_disc_real_5: 0.216282919049263 (0.20559006184339523) | > loss_0: 2.3925387859344482 (2.26765513420105) | > loss_gen: 2.3865365982055664 (2.382207155227661) | > loss_kl: 3.5184593200683594 (3.2561134099960327) | > loss_feat: 6.012495040893555 (6.4079296588897705) | > loss_mel: 16.993669509887695 (17.435765266418457) | > loss_duration: 2.5792837142944336 (2.4843034744262695) | > loss_1: 31.49044418334961 (31.966318130493164)  --> STEP: 3 | > loss_disc: 2.3564200401306152 (2.2972434361775718) | > loss_disc_real_0: 0.17249317467212677 (0.14836117376883826) | > loss_disc_real_1: 0.11849582195281982 (0.18386591970920563) | > loss_disc_real_2: 0.1753368079662323 (0.18403698752323785) | > loss_disc_real_3: 0.22787164151668549 (0.22975764671961466) | > loss_disc_real_4: 0.17453499138355255 (0.1811832586924235) | > loss_disc_real_5: 0.20136511325836182 (0.2041817456483841) | > loss_0: 2.3564200401306152 (2.2972434361775718) | > loss_gen: 2.1926562786102295 (2.319023529688517) | > loss_kl: 3.906292676925659 (3.472839832305908) | > loss_feat: 6.409926414489746 (6.408595244089763) | > loss_mel: 17.355438232421875 (17.408989588419598) | > loss_duration: 2.358868360519409 (2.4424917697906494) | > loss_1: 32.223182678222656 (32.05193964640299)  --> STEP: 4 | > loss_disc: 2.540916681289673 (2.358161747455597) | > loss_disc_real_0: 0.14114326238632202 (0.1465566959232092) | > loss_disc_real_1: 0.2893599569797516 (0.21023942902684212) | > loss_disc_real_2: 0.22360454499721527 (0.19392887689173222) | > loss_disc_real_3: 0.24154147505760193 (0.23270360380411148) | > loss_disc_real_4: 0.1759721338748932 (0.17988047748804092) | > loss_disc_real_5: 0.21285541355609894 (0.2063501626253128) | > loss_0: 2.540916681289673 (2.358161747455597) | > loss_gen: 2.2729318141937256 (2.3075006008148193) | > loss_kl: 4.006762981414795 (3.60632061958313) | > loss_feat: 6.58842658996582 (6.453553080558777) | > loss_mel: 16.751771926879883 (17.244685173034668) | > loss_duration: 2.419891357421875 (2.436841666698456) | > loss_1: 32.03978729248047 (32.04890155792236)  --> STEP: 5 | > loss_disc: 2.5739924907684326 (2.401327896118164) | > loss_disc_real_0: 0.23535248637199402 (0.16431585401296617) | > loss_disc_real_1: 0.26449140906333923 (0.22108982503414154) | > loss_disc_real_2: 0.30609938502311707 (0.21636297851800917) | > loss_disc_real_3: 0.29977115988731384 (0.24611711502075195) | > loss_disc_real_4: 0.24482570588588715 (0.19286952316761016) | > loss_disc_real_5: 0.26276156306266785 (0.2176324427127838) | > loss_0: 2.5739924907684326 (2.401327896118164) | > loss_gen: 2.672487735748291 (2.3804980278015138) | > loss_kl: 2.8157997131347656 (3.448216438293457) | > loss_feat: 4.681299209594727 (6.099102306365967) | > loss_mel: 18.40975570678711 (17.477699279785156) | > loss_duration: 2.3804214000701904 (2.4255576133728027) | > loss_1: 30.959762573242188 (31.831073760986328)  --> STEP: 6 | > loss_disc: 2.6240973472595215 (2.438456137975057) | > loss_disc_real_0: 0.14079755544662476 (0.1603961375852426) | > loss_disc_real_1: 0.3747197091579437 (0.2466948057214419) | > loss_disc_real_2: 0.23192337155342102 (0.2189563773572445) | > loss_disc_real_3: 0.2525530159473419 (0.24718976517518362) | > loss_disc_real_4: 0.19576266407966614 (0.1933517133196195) | > loss_disc_real_5: 0.2083757221698761 (0.21608965595563254) | > loss_0: 2.6240973472595215 (2.438456137975057) | > loss_gen: 2.4697418212890625 (2.395371993382772) | > loss_kl: 2.8280365467071533 (3.3448531230290732) | > loss_feat: 6.33268404006958 (6.138032595316569) | > loss_mel: 17.14670753479004 (17.422533988952637) | > loss_duration: 2.2010040283203125 (2.388132015864054) | > loss_1: 30.978174209594727 (31.688923835754395)  --> STEP: 7 | > loss_disc: 2.2201290130615234 (2.407266548701695) | > loss_disc_real_0: 0.13327932357788086 (0.15652230701276235) | > loss_disc_real_1: 0.187971830368042 (0.2383058092423848) | > loss_disc_real_2: 0.2592640817165375 (0.2247146208371435) | > loss_disc_real_3: 0.2067466825246811 (0.24141218193939754) | > loss_disc_real_4: 0.18576087057590485 (0.19226730721337454) | > loss_disc_real_5: 0.1793864518404007 (0.210846341082028) | > loss_0: 2.2201290130615234 (2.407266548701695) | > loss_gen: 2.5182106494903564 (2.4129203728267123) | > loss_kl: 4.850470542907715 (3.5599413258688792) | > loss_feat: 6.424103260040283 (6.178899833134243) | > loss_mel: 16.797359466552734 (17.333223342895508) | > loss_duration: 2.634951114654541 (2.423391887119838) | > loss_1: 33.22509765625 (31.908377238682338)  --> STEP: 8 | > loss_disc: 2.4195408821105957 (2.4088008403778076) | > loss_disc_real_0: 0.18928934633731842 (0.16061818692833185) | > loss_disc_real_1: 0.21271997690200806 (0.23510758019983768) | > loss_disc_real_2: 0.29762351512908936 (0.23382823262363672) | > loss_disc_real_3: 0.2577267289161682 (0.24345150031149387) | > loss_disc_real_4: 0.1473035216331482 (0.18664683401584625) | > loss_disc_real_5: 0.17328812181949615 (0.2061515636742115) | > loss_0: 2.4195408821105957 (2.4088008403778076) | > loss_gen: 2.593575954437256 (2.4355023205280304) | > loss_kl: 3.296407461166382 (3.526999592781067) | > loss_feat: 7.2488884925842285 (6.312648415565491) | > loss_mel: 17.398632049560547 (17.341399431228638) | > loss_duration: 2.307664394378662 (2.408925950527191) | > loss_1: 32.84516906738281 (32.0254762172699)  --> STEP: 9 | > loss_disc: 2.6465022563934326 (2.435212108823988) | > loss_disc_real_0: 0.2213684767484665 (0.16736821913056904) | > loss_disc_real_1: 0.21348878741264343 (0.23270549211237165) | > loss_disc_real_2: 0.20346757769584656 (0.23045482652054894) | > loss_disc_real_3: 0.2645724415779114 (0.24579827156331804) | > loss_disc_real_4: 0.17356164753437042 (0.18519292440679339) | > loss_disc_real_5: 0.19642798602581024 (0.20507116615772247) | > loss_0: 2.6465022563934326 (2.435212108823988) | > loss_gen: 2.0416011810302734 (2.3917355272505016) | > loss_kl: 2.743417501449585 (3.439934915966458) | > loss_feat: 6.888171195983887 (6.376595391167535) | > loss_mel: 17.89740753173828 (17.40317810906304) | > loss_duration: 2.163268566131592 (2.381630685594347) | > loss_1: 31.73386573791504 (31.993075052897137)  --> STEP: 10 | > loss_disc: 2.3869659900665283 (2.430387496948242) | > loss_disc_real_0: 0.18682201206684113 (0.16931359842419624) | > loss_disc_real_1: 0.3089573085308075 (0.24033067375421524) | > loss_disc_real_2: 0.20684923231601715 (0.22809426710009575) | > loss_disc_real_3: 0.2697327733039856 (0.2481917217373848) | > loss_disc_real_4: 0.25324875116348267 (0.1919985070824623) | > loss_disc_real_5: 0.24295823276042938 (0.20885987281799318) | > loss_0: 2.3869659900665283 (2.430387496948242) | > loss_gen: 2.7264068126678467 (2.425202655792236) | > loss_kl: 2.6273159980773926 (3.358673024177551) | > loss_feat: 6.926023960113525 (6.431538248062134) | > loss_mel: 18.05890655517578 (17.468750953674316) | > loss_duration: 2.3866560459136963 (2.382133221626282) | > loss_1: 32.725311279296875 (32.06629867553711)  --> STEP: 11 | > loss_disc: 1.9296177625656128 (2.3848629756407305) | > loss_disc_real_0: 0.12879428267478943 (0.16563002426515927) | > loss_disc_real_1: 0.15349210798740387 (0.23243625868450513) | > loss_disc_real_2: 0.20988044142723083 (0.22643846476619894) | > loss_disc_real_3: 0.16799847781658173 (0.24090142683549362) | > loss_disc_real_4: 0.13958822190761566 (0.1872339357029308) | > loss_disc_real_5: 0.16579686105251312 (0.20494505356658588) | > loss_0: 1.9296177625656128 (2.3848629756407305) | > loss_gen: 2.8148434162139893 (2.4606245431033047) | > loss_kl: 4.031108856201172 (3.4198035543615166) | > loss_feat: 8.409651756286621 (6.6113667488098145) | > loss_mel: 19.209001541137695 (17.626955552534625) | > loss_duration: 2.502960681915283 (2.3931175361980093) | > loss_1: 36.96756362915039 (32.51186821677468)  --> STEP: 12 | > loss_disc: 2.4912548065185547 (2.393728961547216) | > loss_disc_real_0: 0.07490216940641403 (0.15806936969359717) | > loss_disc_real_1: 0.15525300800800323 (0.22600432112812996) | > loss_disc_real_2: 0.2163592427968979 (0.2255985296020905) | > loss_disc_real_3: 0.26488691568374634 (0.242900217572848) | > loss_disc_real_4: 0.19659994542598724 (0.1880144365131855) | > loss_disc_real_5: 0.17158812284469604 (0.20216530933976173) | > loss_0: 2.4912548065185547 (2.393728961547216) | > loss_gen: 1.9216724634170532 (2.4157118697961173) | > loss_kl: 2.658949375152588 (3.3563990394274392) | > loss_feat: 6.21504545211792 (6.57833997408549) | > loss_mel: 18.03343391418457 (17.660828749338787) | > loss_duration: 2.256716728210449 (2.3817508021990457) | > loss_1: 31.085819244384766 (32.39303080240885)  --> STEP: 13 | > loss_disc: 2.5234317779541016 (2.4037061012708225) | > loss_disc_real_0: 0.20623409748077393 (0.16177434875414923) | > loss_disc_real_1: 0.1929212510585785 (0.2234594695843183) | > loss_disc_real_2: 0.25692951679229736 (0.22800860553979874) | > loss_disc_real_3: 0.2402029037475586 (0.24269273189397958) | > loss_disc_real_4: 0.23055675625801086 (0.19128692264740282) | > loss_disc_real_5: 0.21136698126792908 (0.20287313025731307) | > loss_0: 2.5234317779541016 (2.4037061012708225) | > loss_gen: 2.510117292404175 (2.4229738253813524) | > loss_kl: 3.5682294368743896 (3.372693685384897) | > loss_feat: 6.698960304260254 (6.58761846102201) | > loss_mel: 16.506160736083984 (17.57200813293457) | > loss_duration: 2.322148323059082 (2.3771659961113563) | > loss_1: 31.605613708496094 (32.33246025672326)  --> STEP: 14 | > loss_disc: 2.487551212310791 (2.409695037773677) | > loss_disc_real_0: 0.20408740639686584 (0.16479671001434326) | > loss_disc_real_1: 0.2893398702144623 (0.22816521248647145) | > loss_disc_real_2: 0.2161496877670288 (0.2271615399846009) | > loss_disc_real_3: 0.21827028691768646 (0.24094827153853007) | > loss_disc_real_4: 0.18425366282463074 (0.19078454694577626) | > loss_disc_real_5: 0.17526397109031677 (0.20090104745967047) | > loss_0: 2.487551212310791 (2.409695037773677) | > loss_gen: 2.5683958530426025 (2.4333611130714417) | > loss_kl: 3.3530633449554443 (3.3712915182113647) | > loss_feat: 7.015256881713867 (6.6181640625) | > loss_mel: 18.599149703979492 (17.645375388009207) | > loss_duration: 2.404345989227295 (2.379107424191066) | > loss_1: 33.94021224975586 (32.44729968479702)  --> STEP: 15 | > loss_disc: 2.2183940410614014 (2.396941637992859) | > loss_disc_real_0: 0.17575311660766602 (0.16552713712056477) | > loss_disc_real_1: 0.1566692292690277 (0.22339881360530853) | > loss_disc_real_2: 0.2115778923034668 (0.22612263013919195) | > loss_disc_real_3: 0.2041635811328888 (0.23849595884482067) | > loss_disc_real_4: 0.1276971846818924 (0.18657872279485066) | > loss_disc_real_5: 0.16344070434570312 (0.19840369125207266) | > loss_0: 2.2183940410614014 (2.396941637992859) | > loss_gen: 2.376849412918091 (2.4295936663945517) | > loss_kl: 3.436542510986328 (3.3756415843963623) | > loss_feat: 8.467144012451172 (6.7414293924967446) | > loss_mel: 17.901418685913086 (17.6624449412028) | > loss_duration: 2.4144234657287598 (2.381461826960246) | > loss_1: 34.596378326416016 (32.590571594238284)  --> STEP: 16 | > loss_disc: 2.553986072540283 (2.406756915152073) | > loss_disc_real_0: 0.30036401748657227 (0.17395444214344025) | > loss_disc_real_1: 0.23530519008636475 (0.22414296213537455) | > loss_disc_real_2: 0.2691720724105835 (0.22881322028115392) | > loss_disc_real_3: 0.2527788579463959 (0.2393886400386691) | > loss_disc_real_4: 0.20386368036270142 (0.18765903264284134) | > loss_disc_real_5: 0.15821951627731323 (0.1958921803161502) | > loss_0: 2.553986072540283 (2.406756915152073) | > loss_gen: 2.627197265625 (2.4419438913464546) | > loss_kl: 2.8240818977355957 (3.3411691039800644) | > loss_feat: 7.520894527435303 (6.790145963430405) | > loss_mel: 15.208868026733398 (17.509096384048462) | > loss_duration: 2.4202685356140137 (2.3838872462511063) | > loss_1: 30.60131072998047 (32.46624279022217)  --> STEP: 17 | > loss_disc: 2.212597608566284 (2.395335779470556) | > loss_disc_real_0: 0.2561124861240387 (0.17878726825994604) | > loss_disc_real_1: 0.18798188865184784 (0.22201584016575532) | > loss_disc_real_2: 0.15715251863002777 (0.2245978848899112) | > loss_disc_real_3: 0.26473185420036316 (0.24087941734229817) | > loss_disc_real_4: 0.2256678193807602 (0.18989484362742481) | > loss_disc_real_5: 0.18529239296913147 (0.1952686634133844) | > loss_0: 2.212597608566284 (2.395335779470556) | > loss_gen: 2.7593677043914795 (2.460615880349103) | > loss_kl: 2.1140077114105225 (3.268983139711268) | > loss_feat: 7.735914707183838 (6.8457794189453125) | > loss_mel: 16.719079971313477 (17.46262483035817) | > loss_duration: 2.4426515102386475 (2.387343967662138) | > loss_1: 31.771020889282227 (32.42534738428452)  --> STEP: 18 | > loss_disc: 2.492133855819702 (2.400713450378842) | > loss_disc_real_0: 0.16550476849079132 (0.1780493516061041) | > loss_disc_real_1: 0.2306670844554901 (0.22249646484851837) | > loss_disc_real_2: 0.2259414792060852 (0.22467252901858753) | > loss_disc_real_3: 0.23086725175380707 (0.24032318592071533) | > loss_disc_real_4: 0.21529856324195862 (0.19130616138378778) | > loss_disc_real_5: 0.26732367277145386 (0.19927171948883268) | > loss_0: 2.492133855819702 (2.400713450378842) | > loss_gen: 2.720632791519165 (2.4750612643029957) | > loss_kl: 3.5699827671051025 (3.2857053412331476) | > loss_feat: 8.41957950592041 (6.933212757110596) | > loss_mel: 18.762351989746094 (17.534831894768608) | > loss_duration: 2.28596830368042 (2.3817119863298206) | > loss_1: 35.75851821899414 (32.610523541768394)  --> STEP: 19 | > loss_disc: 2.4225993156433105 (2.40186533802434) | > loss_disc_real_0: 0.33133360743522644 (0.18611694401816317) | > loss_disc_real_1: 0.20416118204593658 (0.22153144996417196) | > loss_disc_real_2: 0.27374204993247986 (0.2272551353824766) | > loss_disc_real_3: 0.2583322823047638 (0.24127103309882314) | > loss_disc_real_4: 0.20565973222255707 (0.1920616124805651) | > loss_disc_real_5: 0.20184923708438873 (0.1994073783096514) | > loss_0: 2.4225993156433105 (2.40186533802434) | > loss_gen: 2.715003490447998 (2.4876898025211536) | > loss_kl: 2.0313186645507812 (3.2196849898288122) | > loss_feat: 8.01294994354248 (6.990041030080695) | > loss_mel: 17.30074119567871 (17.522511331658613) | > loss_duration: 2.3930366039276123 (2.3823080188349675) | > loss_1: 32.45304870605469 (32.6022353925203)  --> STEP: 20 | > loss_disc: 2.1370887756347656 (2.3886265099048614) | > loss_disc_real_0: 0.14710530638694763 (0.1841663621366024) | > loss_disc_real_1: 0.19030457735061646 (0.21997010633349418) | > loss_disc_real_2: 0.23376865684986115 (0.22758081145584583) | > loss_disc_real_3: 0.27205604314804077 (0.24281028360128404) | > loss_disc_real_4: 0.19254662096500397 (0.19208586290478705) | > loss_disc_real_5: 0.19434598088264465 (0.19915430843830106) | > loss_0: 2.1370887756347656 (2.3886265099048614) | > loss_gen: 2.752213954925537 (2.5009160101413728) | > loss_kl: 2.3233325481414795 (3.1748673677444454) | > loss_feat: 6.664123058319092 (6.973745131492615) | > loss_mel: 18.165206909179688 (17.55464611053467) | > loss_duration: 2.327397108078003 (2.3795624732971192) | > loss_1: 32.23227310180664 (32.58373727798462)  --> STEP: 21 | > loss_disc: 2.304385185241699 (2.3846150182542347) | > loss_disc_real_0: 0.08750300109386444 (0.17956334494409107) | > loss_disc_real_1: 0.18427810072898865 (0.21827048701899393) | > loss_disc_real_2: 0.23128454387187958 (0.22775717966613315) | > loss_disc_real_3: 0.22968356311321259 (0.24218520167328061) | > loss_disc_real_4: 0.24710361659526825 (0.19470575593766712) | > loss_disc_real_5: 0.27771204710006714 (0.20289515313648043) | > loss_0: 2.304385185241699 (2.3846150182542347) | > loss_gen: 2.4116549491882324 (2.4966654834293185) | > loss_kl: 2.818420171737671 (3.1578936917441234) | > loss_feat: 4.571450233459473 (6.859350136348179) | > loss_mel: 15.164397239685059 (17.440824735732306) | > loss_duration: 2.1566553115844727 (2.368947846548898) | > loss_1: 27.122577667236328 (32.32368205842518)  --> STEP: 22 | > loss_disc: 2.1036086082458496 (2.37184199961749) | > loss_disc_real_0: 0.1083763986825943 (0.17632757465947757) | > loss_disc_real_1: 0.17458221316337585 (0.21628465638919311) | > loss_disc_real_2: 0.1662745624780655 (0.22496251524849373) | > loss_disc_real_3: 0.1967635452747345 (0.24012058092789215) | > loss_disc_real_4: 0.21521031856536865 (0.19563778151165356) | > loss_disc_real_5: 0.20363807678222656 (0.20292892239310525) | > loss_0: 2.1036086082458496 (2.37184199961749) | > loss_gen: 2.6868748664855957 (2.505311364477331) | > loss_kl: 2.4719886779785156 (3.1267161911184136) | > loss_feat: 10.397549629211426 (7.020177386023781) | > loss_mel: 18.88204574584961 (17.50633478164673) | > loss_duration: 2.206648826599121 (2.3615706183693628) | > loss_1: 36.64510726928711 (32.52011047710072)  --> STEP: 23 | > loss_disc: 2.3255884647369385 (2.369830976361814) | > loss_disc_real_0: 0.16241036355495453 (0.17572247852449832) | > loss_disc_real_1: 0.21514390408992767 (0.2162350584631381) | > loss_disc_real_2: 0.18949779868125916 (0.2234205710499183) | > loss_disc_real_3: 0.21671289205551147 (0.23910285532474518) | > loss_disc_real_4: 0.21912795305252075 (0.19665909331777823) | > loss_disc_real_5: 0.18862555921077728 (0.20230703703735187) | > loss_0: 2.3255884647369385 (2.369830976361814) | > loss_gen: 2.3097410202026367 (2.496808306030605) | > loss_kl: 2.8326895236968994 (3.1139324229696523) | > loss_feat: 5.068769931793213 (6.935333583665931) | > loss_mel: 15.635099411010742 (17.42497672205386) | > loss_duration: 2.3472976684570312 (2.3609500553296963) | > loss_1: 28.193599700927734 (32.33200131291929)  --> STEP: 24 | > loss_disc: 2.58982515335083 (2.378997400403023) | > loss_disc_real_0: 0.17640970647335052 (0.17575111302236715) | > loss_disc_real_1: 0.2039981633424759 (0.21572518783311048) | > loss_disc_real_2: 0.2492481768131256 (0.22449672129005194) | > loss_disc_real_3: 0.24042798578739166 (0.23915806909402212) | > loss_disc_real_4: 0.27300992608070374 (0.19984037801623344) | > loss_disc_real_5: 0.28656068444252014 (0.20581760567923388) | > loss_0: 2.58982515335083 (2.378997400403023) | > loss_gen: 2.3996176719665527 (2.4927586962779364) | > loss_kl: 2.7418084144592285 (3.0984272559483848) | > loss_feat: 5.190545558929443 (6.862634082635243) | > loss_mel: 14.092406272888184 (17.28611962000529) | > loss_duration: 2.457071542739868 (2.36495511730512) | > loss_1: 26.881450653076172 (32.10489503542583)  --> STEP: 25 | > loss_disc: 2.590132236480713 (2.387442793846131) | > loss_disc_real_0: 0.15643827617168427 (0.17497859954833983) | > loss_disc_real_1: 0.35054832696914673 (0.22111811339855195) | > loss_disc_real_2: 0.17755067348480225 (0.22261887937784194) | > loss_disc_real_3: 0.220706045627594 (0.238419988155365) | > loss_disc_real_4: 0.18312808871269226 (0.19917188644409178) | > loss_disc_real_5: 0.24326692521572113 (0.20731557846069337) | > loss_0: 2.590132236480713 (2.387442793846131) | > loss_gen: 2.299154758453369 (2.4850145387649536) | > loss_kl: 2.922551155090332 (3.0913922119140627) | > loss_feat: 6.780688762664795 (6.859356269836426) | > loss_mel: 16.395158767700195 (17.250481185913085) | > loss_duration: 2.4397165775299072 (2.3679455757141112) | > loss_1: 30.837268829345703 (32.054189987182625)  --> STEP: 26 | > loss_disc: 2.7242345809936523 (2.400396324121036) | > loss_disc_real_0: 0.048256974667310715 (0.1701046908990695) | > loss_disc_real_1: 0.17614196240901947 (0.21938826143741608) | > loss_disc_real_2: 0.1826440393924713 (0.22108138553225076) | > loss_disc_real_3: 0.16099512577056885 (0.23544210883287284) | > loss_disc_real_4: 0.11991570144891739 (0.1961235716365851) | > loss_disc_real_5: 0.1417178511619568 (0.2047925889492035) | > loss_0: 2.7242345809936523 (2.400396324121036) | > loss_gen: 1.604895830154419 (2.45116381920301) | > loss_kl: 2.309743881225586 (3.0613288145798903) | > loss_feat: 9.435930252075195 (6.958455269153301) | > loss_mel: 10.899551391601562 (17.00621465536264) | > loss_duration: 2.2839584350585938 (2.3647153010735145) | > loss_1: 26.534080505371094 (31.84187808403603) --> EVAL PERFORMANCE | > avg_loader_time: 0.002496847739586463 (+8.077804858867919e-05) | > avg_loss_disc: 2.400396324121036 (-0.13318764704924257) | > avg_loss_disc_real_0: 0.1701046908990695 (+0.049316905438899994) | > avg_loss_disc_real_1: 0.21938826143741608 (+0.0036075298602764316) | > avg_loss_disc_real_2: 0.22108138553225076 (-0.04384851713593185) | > avg_loss_disc_real_3: 0.23544210883287284 (-0.0421705091228852) | > avg_loss_disc_real_4: 0.1961235716365851 (-0.056541947504648776) | > avg_loss_disc_real_5: 0.2047925889492035 (-0.06607403033054793) | > avg_loss_0: 2.400396324121036 (-0.13318764704924257) | > avg_loss_gen: 2.45116381920301 (+0.10940120311883783) | > avg_loss_kl: 3.0613288145798903 (-0.002903461456298828) | > avg_loss_feat: 6.958455269153301 (+0.38866864717923644) | > avg_loss_mel: 17.00621465536264 (-0.4901679112361066) | > avg_loss_duration: 2.3647153010735145 (+0.0008147771541886506) | > avg_loss_1: 31.84187808403603 (+0.005813158475444169)  > EPOCH: 822/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:37:28)   --> TIME: 2024-06-12 03:37:34 -- STEP: 14/330 -- GLOBAL_STEP: 359275 | > loss_disc: 2.3655600547790527 (2.3031229632241383) | > loss_disc_real_0: 0.0658973678946495 (0.09219122837696757) | > loss_disc_real_1: 0.1799718737602234 (0.19752283713647298) | > loss_disc_real_2: 0.19836512207984924 (0.20437790559870855) | > loss_disc_real_3: 0.22182369232177734 (0.2226037649171693) | > loss_disc_real_4: 0.2385629266500473 (0.22072979701416834) | > loss_disc_real_5: 0.20239336788654327 (0.21521771167005813) | > loss_0: 2.3655600547790527 (2.3031229632241383) | > grad_norm_0: tensor(8.9475, device='cuda:0') (tensor(8.1782, device='cuda:0')) | > loss_gen: 2.4565212726593018 (2.480282579149519) | > loss_kl: 1.8663896322250366 (1.8971343551363264) | > loss_feat: 7.048468112945557 (6.989560876573835) | > loss_mel: 16.879596710205078 (17.44031729016985) | > loss_duration: 1.9771819114685059 (2.0655049426215033) | > loss_1: 30.228158950805664 (30.872800418308803) | > grad_norm_1: tensor(101.2281, device='cuda:0') (tensor(89.4325, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3614 (0.36389378138950895) | > loader_time: 0.0035 (0.003234795161655971)  --> TIME: 2024-06-12 03:37:43 -- STEP: 39/330 -- GLOBAL_STEP: 359300 | > loss_disc: 2.4339687824249268 (2.355221069776095) | > loss_disc_real_0: 0.14617210626602173 (0.10020679025313792) | > loss_disc_real_1: 0.20845144987106323 (0.1947946170201668) | > loss_disc_real_2: 0.24057191610336304 (0.21212528684200385) | > loss_disc_real_3: 0.25196442008018494 (0.22960825035205254) | > loss_disc_real_4: 0.2340233325958252 (0.23297236898006538) | > loss_disc_real_5: 0.24343793094158173 (0.22280681056854051) | > loss_0: 2.4339687824249268 (2.355221069776095) | > grad_norm_0: tensor(15.2967, device='cuda:0') (tensor(8.0298, device='cuda:0')) | > loss_gen: 2.498544692993164 (2.4725023722037287) | > loss_kl: 1.9655355215072632 (1.9150053507242448) | > loss_feat: 7.380641937255859 (6.9862835468390045) | > loss_mel: 16.77997398376465 (17.329241679264946) | > loss_duration: 1.991182804107666 (2.0054240624109902) | > loss_1: 30.61587905883789 (30.708457310994465) | > grad_norm_1: tensor(70.4996, device='cuda:0') (tensor(87.9976, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3609 (0.3638691413096892) | > loader_time: 0.0032 (0.0033511687547732624)  --> TIME: 2024-06-12 03:37:53 -- STEP: 64/330 -- GLOBAL_STEP: 359325 | > loss_disc: 2.271730899810791 (2.346611078828574) | > loss_disc_real_0: 0.13073250651359558 (0.10393902182113379) | > loss_disc_real_1: 0.1640874445438385 (0.1936396015807986) | > loss_disc_real_2: 0.23189440369606018 (0.2096199388615787) | > loss_disc_real_3: 0.25725218653678894 (0.2285326416604221) | > loss_disc_real_4: 0.22814814746379852 (0.23270278749987483) | > loss_disc_real_5: 0.22513151168823242 (0.22453111386857927) | > loss_0: 2.271730899810791 (2.346611078828574) | > grad_norm_0: tensor(7.1444, device='cuda:0') (tensor(9.2958, device='cuda:0')) | > loss_gen: 2.531209945678711 (2.483303528279066) | > loss_kl: 2.036116361618042 (1.935410475358367) | > loss_feat: 7.836467266082764 (7.031120285391808) | > loss_mel: 17.713151931762695 (17.249003082513802) | > loss_duration: 1.9877221584320068 (1.9910868685692549) | > loss_1: 32.10466766357422 (30.68992441892624) | > grad_norm_1: tensor(80.8388, device='cuda:0') (tensor(91.4436, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3766 (0.36450647190213203) | > loader_time: 0.0035 (0.0034337118268013)  --> TIME: 2024-06-12 03:38:02 -- STEP: 89/330 -- GLOBAL_STEP: 359350 | > loss_disc: 2.3511385917663574 (2.3466170423486274) | > loss_disc_real_0: 0.11796525120735168 (0.1065524151820815) | > loss_disc_real_1: 0.19967854022979736 (0.1946556790826026) | > loss_disc_real_2: 0.22991083562374115 (0.2094478143400021) | > loss_disc_real_3: 0.21359281241893768 (0.22827836034003268) | > loss_disc_real_4: 0.22375234961509705 (0.23236969029635526) | > loss_disc_real_5: 0.22830407321453094 (0.22448153308268343) | > loss_0: 2.3511385917663574 (2.3466170423486274) | > grad_norm_0: tensor(6.1257, device='cuda:0') (tensor(9.1032, device='cuda:0')) | > loss_gen: 2.3386073112487793 (2.478280179955987) | > loss_kl: 1.936606526374817 (1.9494295722982857) | > loss_feat: 6.424039363861084 (6.992352174908928) | > loss_mel: 16.820667266845703 (17.200300088089502) | > loss_duration: 1.9900623559951782 (1.9853772192858579) | > loss_1: 29.50998306274414 (30.605739443489675) | > grad_norm_1: tensor(89.0566, device='cuda:0') (tensor(88.6883, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3572 (0.36577309115549145) | > loader_time: 0.0038 (0.0035397792130373836)  --> TIME: 2024-06-12 03:38:12 -- STEP: 114/330 -- GLOBAL_STEP: 359375 | > loss_disc: 2.3463187217712402 (2.3512191667891393) | > loss_disc_real_0: 0.1130397692322731 (0.10762937406176015) | > loss_disc_real_1: 0.19254882633686066 (0.19458893163685212) | > loss_disc_real_2: 0.1805005669593811 (0.21004803165009148) | > loss_disc_real_3: 0.19270281493663788 (0.22792918182778776) | > loss_disc_real_4: 0.20690473914146423 (0.23135193149771607) | > loss_disc_real_5: 0.21029363572597504 (0.22338203693691053) | > loss_0: 2.3463187217712402 (2.3512191667891393) | > grad_norm_0: tensor(9.5435, device='cuda:0') (tensor(9.1238, device='cuda:0')) | > loss_gen: 2.435757637023926 (2.4750297592397326) | > loss_kl: 2.166388750076294 (1.9564536266159593) | > loss_feat: 6.782627105712891 (6.97482222841497) | > loss_mel: 16.82135581970215 (17.18303197726868) | > loss_duration: 2.0074729919433594 (1.9868268119661432) | > loss_1: 30.213600158691406 (30.576164580228035) | > grad_norm_1: tensor(115.5093, device='cuda:0') (tensor(94.6913, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3749 (0.3672978857107329) | > loader_time: 0.0037 (0.0036473044177942108)  --> TIME: 2024-06-12 03:38:21 -- STEP: 139/330 -- GLOBAL_STEP: 359400 | > loss_disc: 2.423732042312622 (2.354712172377883) | > loss_disc_real_0: 0.14598777890205383 (0.10936005552895636) | > loss_disc_real_1: 0.19182682037353516 (0.1946809915758723) | > loss_disc_real_2: 0.20619229972362518 (0.2112643099088463) | > loss_disc_real_3: 0.22577787935733795 (0.22797211951060262) | > loss_disc_real_4: 0.2636300325393677 (0.23177706605667692) | > loss_disc_real_5: 0.2404288351535797 (0.22377567732934472) | > loss_0: 2.423732042312622 (2.354712172377883) | > grad_norm_0: tensor(14.3340, device='cuda:0') (tensor(9.1973, device='cuda:0')) | > loss_gen: 2.379977226257324 (2.478575366864102) | > loss_kl: 2.1037631034851074 (1.9685731911830764) | > loss_feat: 6.568281650543213 (6.997451655298686) | > loss_mel: 17.521373748779297 (17.21212555178635) | > loss_duration: 2.0607309341430664 (1.9919477624001263) | > loss_1: 30.634124755859375 (30.64867370934795) | > grad_norm_1: tensor(253.7822, device='cuda:0') (tensor(97.3757, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3737 (0.36824590182132855) | > loader_time: 0.0045 (0.003741514768531854)  --> TIME: 2024-06-12 03:38:31 -- STEP: 164/330 -- GLOBAL_STEP: 359425 | > loss_disc: 2.3839428424835205 (2.361427196642249) | > loss_disc_real_0: 0.1416708528995514 (0.11117907268245047) | > loss_disc_real_1: 0.2021915316581726 (0.1955294788974087) | > loss_disc_real_2: 0.19828493893146515 (0.21105761589800442) | > loss_disc_real_3: 0.24308347702026367 (0.22861073302423082) | > loss_disc_real_4: 0.25909969210624695 (0.23200050414335438) | > loss_disc_real_5: 0.2677801251411438 (0.2238196715167383) | > loss_0: 2.3839428424835205 (2.361427196642249) | > grad_norm_0: tensor(11.5253, device='cuda:0') (tensor(9.6342, device='cuda:0')) | > loss_gen: 2.610929489135742 (2.4723778526957454) | > loss_kl: 1.9332771301269531 (1.9786311816878435) | > loss_feat: 6.504317283630371 (6.988991118058926) | > loss_mel: 17.637287139892578 (17.212781760750744) | > loss_duration: 2.0601561069488525 (1.995946591220251) | > loss_1: 30.745967864990234 (30.64872874283209) | > grad_norm_1: tensor(57.3632, device='cuda:0') (tensor(106.0364, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.3731 (0.3705181712057533) | > loader_time: 0.0051 (0.003862821474307921)  --> TIME: 2024-06-12 03:38:41 -- STEP: 189/330 -- GLOBAL_STEP: 359450 | > loss_disc: 2.49037504196167 (2.365317715538872) | > loss_disc_real_0: 0.13879621028900146 (0.11349783727416288) | > loss_disc_real_1: 0.2370658665895462 (0.19631398520457047) | > loss_disc_real_2: 0.2924705147743225 (0.21150665379390518) | > loss_disc_real_3: 0.2647523880004883 (0.2290018108629045) | > loss_disc_real_4: 0.22723956406116486 (0.23136368835413898) | > loss_disc_real_5: 0.21685488522052765 (0.22341390876542955) | > loss_0: 2.49037504196167 (2.365317715538872) | > grad_norm_0: tensor(31.5693, device='cuda:0') (tensor(10.0556, device='cuda:0')) | > loss_gen: 2.4996864795684814 (2.4677857696694683) | > loss_kl: 2.0577950477600098 (1.98844514448176) | > loss_feat: 6.191410541534424 (6.970174083003291) | > loss_mel: 16.58243751525879 (17.176561582656127) | > loss_duration: 2.074169874191284 (2.003631845353141) | > loss_1: 29.405498504638672 (30.60659863709142) | > grad_norm_1: tensor(359.3753, device='cuda:0') (tensor(110.8339, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.4024 (0.3730802700002358) | > loader_time: 0.0047 (0.003994843316456627)  --> TIME: 2024-06-12 03:38:51 -- STEP: 214/330 -- GLOBAL_STEP: 359475 | > loss_disc: 2.4329726696014404 (2.3652035465864376) | > loss_disc_real_0: 0.12173471599817276 (0.11463682478833423) | > loss_disc_real_1: 0.1913713812828064 (0.1964126554465739) | > loss_disc_real_2: 0.22680175304412842 (0.2117109866899865) | > loss_disc_real_3: 0.23142534494400024 (0.22915022151770992) | > loss_disc_real_4: 0.22276689112186432 (0.23151620595811684) | > loss_disc_real_5: 0.20848742127418518 (0.22299982934633147) | > loss_0: 2.4329726696014404 (2.3652035465864376) | > grad_norm_0: tensor(42.0834, device='cuda:0') (tensor(11.4879, device='cuda:0')) | > loss_gen: 2.3648452758789062 (2.4697333964231984) | > loss_kl: 1.9054346084594727 (1.9948390326767325) | > loss_feat: 6.0667572021484375 (6.979002607202975) | > loss_mel: 16.134960174560547 (17.146997812752407) | > loss_duration: 2.117452621459961 (2.0119180406365427) | > loss_1: 28.589448928833008 (30.60249107574748) | > grad_norm_1: tensor(401.0100, device='cuda:0') (tensor(133.0205, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.4014 (0.37632308162261396) | > loader_time: 0.005 (0.004111653176423547)  --> TIME: 2024-06-12 03:39:02 -- STEP: 239/330 -- GLOBAL_STEP: 359500 | > loss_disc: 2.358807325363159 (2.3665326988347903) | > loss_disc_real_0: 0.10715467482805252 (0.1158580144391898) | > loss_disc_real_1: 0.1832343488931656 (0.1971141410422624) | > loss_disc_real_2: 0.18303419649600983 (0.21156508060928172) | > loss_disc_real_3: 0.1901468187570572 (0.22914527375328989) | > loss_disc_real_4: 0.24122878909111023 (0.23134252029981572) | > loss_disc_real_5: 0.2497732937335968 (0.22283002553375197) | > loss_0: 2.358807325363159 (2.3665326988347903) | > grad_norm_0: tensor(45.0496, device='cuda:0') (tensor(13.7905, device='cuda:0')) | > loss_gen: 2.3863844871520996 (2.474002482003249) | > loss_kl: 1.9868601560592651 (2.0007708661227053) | > loss_feat: 7.483438014984131 (6.977163759734341) | > loss_mel: 17.813669204711914 (17.140813763670334) | > loss_duration: 2.055548906326294 (2.020868839579146) | > loss_1: 31.725900650024414 (30.613619864236362) | > grad_norm_1: tensor(317.9412, device='cuda:0') (tensor(157.9565, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.4119 (0.3797414612071784) | > loader_time: 0.0056 (0.004243306036274804) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_359500.pth  --> TIME: 2024-06-12 03:39:18 -- STEP: 264/330 -- GLOBAL_STEP: 359525 | > loss_disc: 2.4600794315338135 (2.3696335545091918) | > loss_disc_real_0: 0.19816090166568756 (0.11710722688021082) | > loss_disc_real_1: 0.21459358930587769 (0.19738251552211514) | > loss_disc_real_2: 0.1917971819639206 (0.21221439060613967) | > loss_disc_real_3: 0.2075922042131424 (0.2294664883026571) | > loss_disc_real_4: 0.2601318061351776 (0.2311016202650287) | > loss_disc_real_5: 0.20173139870166779 (0.2221732075241479) | > loss_0: 2.4600794315338135 (2.3696335545091918) | > grad_norm_0: tensor(61.5261, device='cuda:0') (tensor(15.7880, device='cuda:0')) | > loss_gen: 2.3284668922424316 (2.478289053295599) | > loss_kl: 1.9939665794372559 (2.0061554976485) | > loss_feat: 7.344425678253174 (6.98376806938287) | > loss_mel: 16.591514587402344 (17.094703024083913) | > loss_duration: 2.1505579948425293 (2.0288699039004054) | > loss_1: 30.408931732177734 (30.59178564042756) | > grad_norm_1: tensor(424.9966, device='cuda:0') (tensor(180.7368, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.4482 (0.3859125917608088) | > loader_time: 0.006 (0.004394198908950345)  --> TIME: 2024-06-12 03:39:30 -- STEP: 289/330 -- GLOBAL_STEP: 359550 | > loss_disc: 2.362865447998047 (2.368697873448831) | > loss_disc_real_0: 0.13978546857833862 (0.1186621511889989) | > loss_disc_real_1: 0.17775218188762665 (0.19707076055574577) | > loss_disc_real_2: 0.19198201596736908 (0.21156105888962334) | > loss_disc_real_3: 0.24468624591827393 (0.22911823089766256) | > loss_disc_real_4: 0.2537536025047302 (0.23131674873581395) | > loss_disc_real_5: 0.260450541973114 (0.2216398696379678) | > loss_0: 2.362865447998047 (2.368697873448831) | > grad_norm_0: tensor(47.3920, device='cuda:0') (tensor(17.4347, device='cuda:0')) | > loss_gen: 2.4680395126342773 (2.4784392535067767) | > loss_kl: 2.0427966117858887 (2.01245030894824) | > loss_feat: 6.580127239227295 (6.990656451782968) | > loss_mel: 15.769428253173828 (17.038273157957924) | > loss_duration: 2.1862969398498535 (2.03909045560962) | > loss_1: 29.046689987182617 (30.55890970989082) | > grad_norm_1: tensor(643.4084, device='cuda:0') (tensor(202.4708, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.4717 (0.39252264359418093) | > loader_time: 0.0064 (0.0045864375817322)  --> TIME: 2024-06-12 03:39:43 -- STEP: 314/330 -- GLOBAL_STEP: 359575 | > loss_disc: 2.363126516342163 (2.3711473114171597) | > loss_disc_real_0: 0.07990483939647675 (0.11958129905686257) | > loss_disc_real_1: 0.17224211990833282 (0.1972347071311276) | > loss_disc_real_2: 0.20749522745609283 (0.21192784412841129) | > loss_disc_real_3: 0.24336697161197662 (0.22939206095068318) | > loss_disc_real_4: 0.2714793384075165 (0.2315313391814566) | > loss_disc_real_5: 0.26425033807754517 (0.22182744418739514) | > loss_0: 2.363126516342163 (2.3711473114171597) | > grad_norm_0: tensor(25.3995, device='cuda:0') (tensor(18.5438, device='cuda:0')) | > loss_gen: 2.4508626461029053 (2.4764187738394283) | > loss_kl: 2.093431234359741 (2.0193840181751628) | > loss_feat: 7.373265266418457 (6.996548415748939) | > loss_mel: 15.70819091796875 (16.985129110372746) | > loss_duration: 2.251194953918457 (2.052347125900776) | > loss_1: 29.87694549560547 (30.52982754919939) | > grad_norm_1: tensor(456.7643, device='cuda:0') (tensor(218.2608, device='cuda:0')) | > current_lr_0: 0.0001804693476318327 | > current_lr_1: 0.0001804693476318327 | > step_time: 0.5366 (0.40147612580827846) | > loader_time: 0.0084 (0.0048138465091681)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5306038856506348 (2.5306038856506348) | > loss_disc_real_0: 0.20277813076972961 (0.20277813076972961) | > loss_disc_real_1: 0.15481328964233398 (0.15481328964233398) | > loss_disc_real_2: 0.2932792007923126 (0.2932792007923126) | > loss_disc_real_3: 0.3037852942943573 (0.3037852942943573) | > loss_disc_real_4: 0.2646928131580353 (0.2646928131580353) | > loss_disc_real_5: 0.33574357628822327 (0.33574357628822327) | > loss_0: 2.5306038856506348 (2.5306038856506348) | > loss_gen: 2.611819267272949 (2.611819267272949) | > loss_kl: 2.8017327785491943 (2.8017327785491943) | > loss_feat: 7.773341178894043 (7.773341178894043) | > loss_mel: 15.726938247680664 (15.726938247680664) | > loss_duration: 2.910257339477539 (2.910257339477539) | > loss_1: 31.8240909576416 (31.8240909576416)  --> STEP: 1 | > loss_disc: 2.1955087184906006 (2.1955087184906006) | > loss_disc_real_0: 0.08776504546403885 (0.08776504546403885) | > loss_disc_real_1: 0.1479547917842865 (0.1479547917842865) | > loss_disc_real_2: 0.20158787071704865 (0.20158787071704865) | > loss_disc_real_3: 0.1957474946975708 (0.1957474946975708) | > loss_disc_real_4: 0.1871609389781952 (0.1871609389781952) | > loss_disc_real_5: 0.18638643622398376 (0.18638643622398376) | > loss_0: 2.1955087184906006 (2.1955087184906006) | > loss_gen: 2.162189483642578 (2.162189483642578) | > loss_kl: 3.5948374271392822 (3.5948374271392822) | > loss_feat: 5.918028831481934 (5.918028831481934) | > loss_mel: 17.91109848022461 (17.91109848022461) | > loss_duration: 2.442671060562134 (2.442671060562134) | > loss_1: 32.02882766723633 (32.02882766723633)  --> STEP: 2 | > loss_disc: 2.3234052658081055 (2.259456992149353) | > loss_disc_real_0: 0.08126787841320038 (0.08451646193861961) | > loss_disc_real_1: 0.18666145205497742 (0.16730812191963196) | > loss_disc_real_2: 0.23021283745765686 (0.21590035408735275) | > loss_disc_real_3: 0.23935721814632416 (0.21755235642194748) | > loss_disc_real_4: 0.2540627717971802 (0.22061185538768768) | > loss_disc_real_5: 0.20739221572875977 (0.19688932597637177) | > loss_0: 2.3234052658081055 (2.259456992149353) | > loss_gen: 2.265336036682129 (2.2137627601623535) | > loss_kl: 3.8470237255096436 (3.720930576324463) | > loss_feat: 6.012144565582275 (5.9650866985321045) | > loss_mel: 18.512895584106445 (18.211997032165527) | > loss_duration: 2.4768319129943848 (2.4597514867782593) | > loss_1: 33.11423110961914 (32.571529388427734)  --> STEP: 3 | > loss_disc: 2.3726701736450195 (2.297194719314575) | > loss_disc_real_0: 0.1166551262140274 (0.09522935003042221) | > loss_disc_real_1: 0.23564989864826202 (0.19008871416250864) | > loss_disc_real_2: 0.22009801864624023 (0.2172995756069819) | > loss_disc_real_3: 0.22966010868549347 (0.22158827384312949) | > loss_disc_real_4: 0.24299585819244385 (0.22807318965593973) | > loss_disc_real_5: 0.24204771220684052 (0.21194212138652802) | > loss_0: 2.3726701736450195 (2.297194719314575) | > loss_gen: 2.457523822784424 (2.2950164477030435) | > loss_kl: 3.883190155029297 (3.7750171025594077) | > loss_feat: 5.508108139038086 (5.812760512034099) | > loss_mel: 17.091522216796875 (17.838505427042644) | > loss_duration: 2.4014523029327393 (2.4403184254964194) | > loss_1: 31.341796875 (32.16161855061849)  --> STEP: 4 | > loss_disc: 2.1691033840179443 (2.2651718854904175) | > loss_disc_real_0: 0.16512665152549744 (0.11270367540419102) | > loss_disc_real_1: 0.23213256895542145 (0.20059967786073685) | > loss_disc_real_2: 0.19721892476081848 (0.21227941289544106) | > loss_disc_real_3: 0.18555337190628052 (0.21257954835891724) | > loss_disc_real_4: 0.19725698232650757 (0.2203691378235817) | > loss_disc_real_5: 0.16808079183101654 (0.20097678899765015) | > loss_0: 2.1691033840179443 (2.2651718854904175) | > loss_gen: 2.6890172958374023 (2.3935166597366333) | > loss_kl: 3.7691824436187744 (3.7735584378242493) | > loss_feat: 9.755332946777344 (6.79840362071991) | > loss_mel: 18.5751953125 (18.022677898406982) | > loss_duration: 2.3727731704711914 (2.4234321117401123) | > loss_1: 37.1614990234375 (33.41158866882324)  --> STEP: 5 | > loss_disc: 2.521162748336792 (2.316370058059692) | > loss_disc_real_0: 0.1791340559720993 (0.12598975151777267) | > loss_disc_real_1: 0.18361981213092804 (0.19720370471477508) | > loss_disc_real_2: 0.277421236038208 (0.22530777752399445) | > loss_disc_real_3: 0.26118624210357666 (0.22230088710784912) | > loss_disc_real_4: 0.2556121051311493 (0.2274177312850952) | > loss_disc_real_5: 0.24238422513008118 (0.20925827622413634) | > loss_0: 2.521162748336792 (2.316370058059692) | > loss_gen: 2.371997594833374 (2.3892128467559814) | > loss_kl: 2.8808648586273193 (3.595019721984863) | > loss_feat: 4.773134708404541 (6.393349838256836) | > loss_mel: 15.565306663513184 (17.53120365142822) | > loss_duration: 2.3057620525360107 (2.399898099899292) | > loss_1: 27.897066116333008 (32.30868415832519)  --> STEP: 6 | > loss_disc: 2.555058002471924 (2.3561513821283975) | > loss_disc_real_0: 0.14601314067840576 (0.12932698304454485) | > loss_disc_real_1: 0.26718565821647644 (0.2088673636317253) | > loss_disc_real_2: 0.25010618567466736 (0.2294408455491066) | > loss_disc_real_3: 0.25888171792030334 (0.22839769224325815) | > loss_disc_real_4: 0.33652636408805847 (0.24560250341892242) | > loss_disc_real_5: 0.3271337151527405 (0.22890418271223703) | > loss_0: 2.555058002471924 (2.3561513821283975) | > loss_gen: 2.595193386077881 (2.423542936642965) | > loss_kl: 2.8999507427215576 (3.4791748921076455) | > loss_feat: 5.580443382263184 (6.2578654289245605) | > loss_mel: 18.18021011352539 (17.639371395111084) | > loss_duration: 2.2465696334838867 (2.3743433554967246) | > loss_1: 31.502368927001953 (32.17429828643799)  --> STEP: 7 | > loss_disc: 2.3872499465942383 (2.3605940341949463) | > loss_disc_real_0: 0.1975036859512329 (0.1390665120312146) | > loss_disc_real_1: 0.22939735651016235 (0.21180021975721633) | > loss_disc_real_2: 0.31493377685546875 (0.24165412145001547) | > loss_disc_real_3: 0.2259979397058487 (0.22805487045219966) | > loss_disc_real_4: 0.2513009011745453 (0.24641656024115427) | > loss_disc_real_5: 0.23899316787719727 (0.23034546630723135) | > loss_0: 2.3872499465942383 (2.3605940341949463) | > loss_gen: 2.7298316955566406 (2.4672984736306325) | > loss_kl: 4.567885875701904 (3.634705032621111) | > loss_feat: 7.250430583953857 (6.399660451071603) | > loss_mel: 17.79263687133789 (17.661266463143484) | > loss_duration: 2.582768440246582 (2.404118367603847) | > loss_1: 34.923553466796875 (32.56704902648926)  --> STEP: 8 | > loss_disc: 2.5000574588775635 (2.3780269622802734) | > loss_disc_real_0: 0.1251412332057953 (0.13732585217803717) | > loss_disc_real_1: 0.17798906564712524 (0.20757382549345493) | > loss_disc_real_2: 0.2624821066856384 (0.24425761960446835) | > loss_disc_real_3: 0.24209119379520416 (0.22980941087007523) | > loss_disc_real_4: 0.22089898586273193 (0.24322686344385147) | > loss_disc_real_5: 0.2331564873456955 (0.23069684393703938) | > loss_0: 2.5000574588775635 (2.3780269622802734) | > loss_gen: 2.1795992851257324 (2.43133607506752) | > loss_kl: 2.9448559284210205 (3.5484738945961) | > loss_feat: 8.114150047302246 (6.613971650600433) | > loss_mel: 17.70425796508789 (17.666640400886536) | > loss_duration: 2.2887372970581055 (2.3896957337856293) | > loss_1: 33.23160171508789 (32.65011811256409)  --> STEP: 9 | > loss_disc: 2.2801411151885986 (2.367150757047865) | > loss_disc_real_0: 0.08710882067680359 (0.13174618201123345) | > loss_disc_real_1: 0.1563771665096283 (0.2018853078285853) | > loss_disc_real_2: 0.2696041464805603 (0.24707390036847857) | > loss_disc_real_3: 0.2646277844905853 (0.23367811905013192) | > loss_disc_real_4: 0.2339501976966858 (0.2421961228052775) | > loss_disc_real_5: 0.24355831742286682 (0.23212589654657576) | > loss_0: 2.2801411151885986 (2.367150757047865) | > loss_gen: 2.4695520401000977 (2.4355822934044733) | > loss_kl: 2.8126680850982666 (3.466717693540785) | > loss_feat: 7.172348976135254 (6.676013575659858) | > loss_mel: 19.138479232788086 (17.830178048875595) | > loss_duration: 2.2013797760009766 (2.3687717384762235) | > loss_1: 33.79442596435547 (32.777263429429794)  --> STEP: 10 | > loss_disc: 2.537125587463379 (2.3841482400894165) | > loss_disc_real_0: 0.1645020842552185 (0.13502177223563194) | > loss_disc_real_1: 0.2907044291496277 (0.21076721996068953) | > loss_disc_real_2: 0.2573484480381012 (0.24810135513544082) | > loss_disc_real_3: 0.25671443343162537 (0.23598175048828124) | > loss_disc_real_4: 0.27003610134124756 (0.2449801206588745) | > loss_disc_real_5: 0.2071455419063568 (0.22962786108255387) | > loss_0: 2.537125587463379 (2.3841482400894165) | > loss_gen: 2.2509548664093018 (2.417119550704956) | > loss_kl: 3.067126989364624 (3.426758623123169) | > loss_feat: 4.344398498535156 (6.4428520679473875) | > loss_mel: 13.485705375671387 (17.395730781555176) | > loss_duration: 2.3603761196136475 (2.367932176589966) | > loss_1: 25.508563995361328 (32.05039348602295)  --> STEP: 11 | > loss_disc: 2.4277191162109375 (2.388109228827737) | > loss_disc_real_0: 0.10973315685987473 (0.1327228072014722) | > loss_disc_real_1: 0.1893359273672104 (0.2088189206340096) | > loss_disc_real_2: 0.25768527388572693 (0.24897262047637592) | > loss_disc_real_3: 0.2456987202167511 (0.2368651113726876) | > loss_disc_real_4: 0.2882556617259979 (0.24891426075588574) | > loss_disc_real_5: 0.2855731248855591 (0.23471379415555435) | > loss_0: 2.4277191162109375 (2.388109228827737) | > loss_gen: 2.5802958011627197 (2.4319537552920254) | > loss_kl: 3.900642156600952 (3.469838944348422) | > loss_feat: 7.7746758460998535 (6.563926956870339) | > loss_mel: 16.375179290771484 (17.302953373302113) | > loss_duration: 2.5329041481018066 (2.382929628545588) | > loss_1: 33.1636962890625 (32.15160283175382)  --> STEP: 12 | > loss_disc: 2.20518159866333 (2.37286525964737) | > loss_disc_real_0: 0.08802540600299835 (0.12899802376826605) | > loss_disc_real_1: 0.18242919445037842 (0.2066197767853737) | > loss_disc_real_2: 0.19154265522956848 (0.24418679003914198) | > loss_disc_real_3: 0.2114502191543579 (0.23474720368782678) | > loss_disc_real_4: 0.21306738257408142 (0.24592702090740204) | > loss_disc_real_5: 0.18256787955760956 (0.23036830127239227) | > loss_0: 2.20518159866333 (2.37286525964737) | > loss_gen: 2.5056920051574707 (2.4380986094474792) | > loss_kl: 3.151111602783203 (3.4432783325513205) | > loss_feat: 6.800787925720215 (6.583665370941162) | > loss_mel: 17.246849060058594 (17.298278013865154) | > loss_duration: 2.319108009338379 (2.3776111602783203) | > loss_1: 32.0235481262207 (32.140931606292725)  --> STEP: 13 | > loss_disc: 2.6758346557617188 (2.3961705978100123) | > loss_disc_real_0: 0.13212841749191284 (0.12923882328546965) | > loss_disc_real_1: 0.25262942910194397 (0.21015898080972525) | > loss_disc_real_2: 0.29489779472351074 (0.2480876365533242) | > loss_disc_real_3: 0.2517623007297516 (0.2360560573064364) | > loss_disc_real_4: 0.28046944737434387 (0.24858413063562834) | > loss_disc_real_5: 0.2885100841522217 (0.23484074610930222) | > loss_0: 2.6758346557617188 (2.3961705978100123) | > loss_gen: 2.286041021347046 (2.426401871901292) | > loss_kl: 3.2469658851623535 (3.428177375059861) | > loss_feat: 4.854490280151367 (6.45065190241887) | > loss_mel: 16.523759841918945 (17.238699692946213) | > loss_duration: 2.2841744422912598 (2.3704237204331617) | > loss_1: 29.195430755615234 (31.914354617779072)  --> STEP: 14 | > loss_disc: 2.5962142944335938 (2.4104594332831253) | > loss_disc_real_0: 0.11882131546735764 (0.12849471558417594) | > loss_disc_real_1: 0.18160933256149292 (0.2081197202205658) | > loss_disc_real_2: 0.221440851688385 (0.2461842947772571) | > loss_disc_real_3: 0.27467039227485657 (0.23881422408989497) | > loss_disc_real_4: 0.26454228162765503 (0.24972399856363023) | > loss_disc_real_5: 0.24109236896038055 (0.23528729059866496) | > loss_0: 2.5962142944335938 (2.4104594332831253) | > loss_gen: 2.0493149757385254 (2.3994670936039517) | > loss_kl: 3.311469316482544 (3.4198410851614818) | > loss_feat: 5.667420864105225 (6.39470682825361) | > loss_mel: 18.634693145751953 (17.33841351100377) | > loss_duration: 2.3974311351776123 (2.372352821486337) | > loss_1: 32.06032943725586 (31.92478139059884)  --> STEP: 15 | > loss_disc: 2.558218002319336 (2.420310004552206) | > loss_disc_real_0: 0.18731112778186798 (0.13241580973068875) | > loss_disc_real_1: 0.24637125432491302 (0.21066982249418895) | > loss_disc_real_2: 0.27213960886001587 (0.24791464904944102) | > loss_disc_real_3: 0.259897381067276 (0.24021976788838703) | > loss_disc_real_4: 0.29073843359947205 (0.25245829423268634) | > loss_disc_real_5: 0.3021390438079834 (0.23974407414595286) | > loss_0: 2.558218002319336 (2.420310004552206) | > loss_gen: 2.4848363399505615 (2.4051583766937257) | > loss_kl: 3.5485775470733643 (3.428423515955607) | > loss_feat: 6.3506760597229 (6.391771443684896) | > loss_mel: 18.00131607055664 (17.38260701497396) | > loss_duration: 2.4087674617767334 (2.374780464172363) | > loss_1: 32.79417419433594 (31.982740910847983)  --> STEP: 16 | > loss_disc: 2.794337034225464 (2.4436866939067845) | > loss_disc_real_0: 0.18393714725971222 (0.13563589332625273) | > loss_disc_real_1: 0.4250636100769043 (0.22406943421810865) | > loss_disc_real_2: 0.28897663950920105 (0.250481023453176) | > loss_disc_real_3: 0.3000258803367615 (0.24395764991641045) | > loss_disc_real_4: 0.31239157915115356 (0.25620412454009056) | > loss_disc_real_5: 0.3180082142353058 (0.24463558290153742) | > loss_0: 2.794337034225464 (2.4436866939067845) | > loss_gen: 2.6400201320648193 (2.419837236404419) | > loss_kl: 2.7983760833740234 (3.389045551419258) | > loss_feat: 7.3871870040893555 (6.453984916210175) | > loss_mel: 16.04399871826172 (17.298943996429443) | > loss_duration: 2.4464688301086426 (2.3792609870433807) | > loss_1: 31.316049575805664 (31.941072702407837)  --> STEP: 17 | > loss_disc: 2.5549426078796387 (2.4502311594345993) | > loss_disc_real_0: 0.17131535708904266 (0.13773468531229918) | > loss_disc_real_1: 0.3070239722728729 (0.22894911292721243) | > loss_disc_real_2: 0.31921061873435974 (0.2545239408226574) | > loss_disc_real_3: 0.3244868218898773 (0.24869466003249674) | > loss_disc_real_4: 0.3138279616832733 (0.25959376201910134) | > loss_disc_real_5: 0.33896902203559875 (0.2501846087329528) | > loss_0: 2.5549426078796387 (2.4502311594345993) | > loss_gen: 3.191401720046997 (2.465223382501041) | > loss_kl: 2.197179079055786 (3.318935758927289) | > loss_feat: 6.288459300994873 (6.4442481153151565) | > loss_mel: 16.87997817993164 (17.274298948400162) | > loss_duration: 2.4623489379882812 (2.3841485135695515) | > loss_1: 31.019367218017578 (31.88685473273782)  --> STEP: 18 | > loss_disc: 2.1413521766662598 (2.4330712159474697) | > loss_disc_real_0: 0.07472742348909378 (0.13423428187767666) | > loss_disc_real_1: 0.15497247874736786 (0.22483929991722107) | > loss_disc_real_2: 0.17939159274101257 (0.25034992148478824) | > loss_disc_real_3: 0.19865037500858307 (0.24591442197561264) | > loss_disc_real_4: 0.26283764839172363 (0.25977397792869145) | > loss_disc_real_5: 0.2490898072719574 (0.2501237864295642) | > loss_0: 2.1413521766662598 (2.4330712159474697) | > loss_gen: 2.5145316123962402 (2.46796272860633) | > loss_kl: 3.216684341430664 (3.313255124621921) | > loss_feat: 8.918404579162598 (6.58170125219557) | > loss_mel: 19.6845645904541 (17.408202595180935) | > loss_duration: 2.2885072231292725 (2.3788351085450916) | > loss_1: 36.62268829345703 (32.14995659722222)  --> STEP: 19 | > loss_disc: 2.5621962547302246 (2.439867270620246) | > loss_disc_real_0: 0.11420097947120667 (0.13317989754049403) | > loss_disc_real_1: 0.20279604196548462 (0.22367912844607704) | > loss_disc_real_2: 0.25034281611442566 (0.2503495475179271) | > loss_disc_real_3: 0.20147553086280823 (0.24357553296967557) | > loss_disc_real_4: 0.21091873943805695 (0.2572026495870791) | > loss_disc_real_5: 0.22608385980129242 (0.24885852713333934) | > loss_0: 2.5621962547302246 (2.439867270620246) | > loss_gen: 2.248664140701294 (2.4564206976639595) | > loss_kl: 2.4942591190338135 (3.2701500716962313) | > loss_feat: 9.753093719482422 (6.748616645210667) | > loss_mel: 17.236421585083008 (17.39916148938631) | > loss_duration: 2.3419430255889893 (2.3768934199684546) | > loss_1: 34.07438278198242 (32.25124218589381)  --> STEP: 20 | > loss_disc: 2.409426689147949 (2.438345241546631) | > loss_disc_real_0: 0.14172230660915375 (0.13360701799392702) | > loss_disc_real_1: 0.24902738630771637 (0.224946541339159) | > loss_disc_real_2: 0.3219316005706787 (0.2539286501705647) | > loss_disc_real_3: 0.2720796465873718 (0.24500073865056038) | > loss_disc_real_4: 0.20725369453430176 (0.25470520183444023) | > loss_disc_real_5: 0.1613556146621704 (0.24448338150978088) | > loss_0: 2.409426689147949 (2.438345241546631) | > loss_gen: 2.5387587547302246 (2.4605376005172728) | > loss_kl: 2.3140013217926025 (3.2223426342010497) | > loss_feat: 5.975584506988525 (6.70996503829956) | > loss_mel: 17.555192947387695 (17.406963062286376) | > loss_duration: 2.284949779510498 (2.3722962379455566) | > loss_1: 30.668489456176758 (32.172104549407955)  --> STEP: 21 | > loss_disc: 2.436868906021118 (2.43827493985494) | > loss_disc_real_0: 0.13354720175266266 (0.13360416960148586) | > loss_disc_real_1: 0.38947877287864685 (0.23278140950770604) | > loss_disc_real_2: 0.29053136706352234 (0.25567163668927695) | > loss_disc_real_3: 0.22292599081993103 (0.24394956018243516) | > loss_disc_real_4: 0.2612011134624481 (0.2550145309595835) | > loss_disc_real_5: 0.18702778220176697 (0.24174740059035166) | > loss_0: 2.436868906021118 (2.43827493985494) | > loss_gen: 2.9578182697296143 (2.484217632384527) | > loss_kl: 2.7616708278656006 (3.2004058815184093) | > loss_feat: 6.5881428718566895 (6.704163982754662) | > loss_mel: 14.982142448425293 (17.29149541400728) | > loss_duration: 2.163914918899536 (2.362373317990984) | > loss_1: 29.453689575195312 (32.04265621730259)  --> STEP: 22 | > loss_disc: 2.5340471267700195 (2.4426282210783525) | > loss_disc_real_0: 0.12701135873794556 (0.13330449638041586) | > loss_disc_real_1: 0.2438066601753235 (0.233282557265325) | > loss_disc_real_2: 0.23265725374221802 (0.25462552837350155) | > loss_disc_real_3: 0.2291642725467682 (0.24327750165354123) | > loss_disc_real_4: 0.25921630859375 (0.25520552085204556) | > loss_disc_real_5: 0.25547415018081665 (0.2423713437535546) | > loss_0: 2.5340471267700195 (2.4426282210783525) | > loss_gen: 2.205947160720825 (2.4715689745816314) | > loss_kl: 2.3808529376983643 (3.1631534749811347) | > loss_feat: 7.072856903076172 (6.7209227518601855) | > loss_mel: 17.522212982177734 (17.301982576196846) | > loss_duration: 2.2064971923828125 (2.355288039554249) | > loss_1: 31.38836669921875 (32.01291578466242)  --> STEP: 23 | > loss_disc: 2.5762758255004883 (2.4484389864880107) | > loss_disc_real_0: 0.18328498303890228 (0.13547756101774136) | > loss_disc_real_1: 0.21092121303081512 (0.23231032490730286) | > loss_disc_real_2: 0.3165934085845947 (0.25731978403485345) | > loss_disc_real_3: 0.30852848291397095 (0.24611450083877728) | > loss_disc_real_4: 0.2432597428560257 (0.25468613920004474) | > loss_disc_real_5: 0.20585232973098755 (0.24078356053518213) | > loss_0: 2.5762758255004883 (2.4484389864880107) | > loss_gen: 2.3890066146850586 (2.4679793067600415) | > loss_kl: 2.6863555908203125 (3.1424231321915337) | > loss_feat: 5.603825092315674 (6.6723532884017285) | > loss_mel: 16.57567024230957 (17.270403779071312) | > loss_duration: 2.3395049571990967 (2.354601818582286) | > loss_1: 29.5943603515625 (31.907761200614598)  --> STEP: 24 | > loss_disc: 2.4554831981658936 (2.4487324953079224) | > loss_disc_real_0: 0.16052836179733276 (0.13652134438355767) | > loss_disc_real_1: 0.17146657407283783 (0.22977516862253347) | > loss_disc_real_2: 0.28805291652679443 (0.25860033122201764) | > loss_disc_real_3: 0.31042131781578064 (0.24879395154615244) | > loss_disc_real_4: 0.24977904558181763 (0.254481676965952) | > loss_disc_real_5: 0.27965161204338074 (0.24240306268135706) | > loss_0: 2.4554831981658936 (2.4487324953079224) | > loss_gen: 2.5126237869262695 (2.4698394934336343) | > loss_kl: 2.709090232849121 (3.124367594718933) | > loss_feat: 5.975179195404053 (6.643304367860158) | > loss_mel: 17.455453872680664 (17.27811419963837) | > loss_duration: 2.441049575805664 (2.3582038084665933) | > loss_1: 31.09339714050293 (31.87382936477661)  --> STEP: 25 | > loss_disc: 2.460634469985962 (2.449208574295044) | > loss_disc_real_0: 0.13749849796295166 (0.13656043052673345) | > loss_disc_real_1: 0.24069592356681824 (0.23021199882030488) | > loss_disc_real_2: 0.316897451877594 (0.2609322160482407) | > loss_disc_real_3: 0.2569440007209778 (0.24911995351314545) | > loss_disc_real_4: 0.21260106563568115 (0.25280645251274114) | > loss_disc_real_5: 0.14433085918426514 (0.23848017454147338) | > loss_0: 2.460634469985962 (2.449208574295044) | > loss_gen: 2.5497610569000244 (2.47303635597229) | > loss_kl: 3.2495508193969727 (3.1293749237060546) | > loss_feat: 6.493618488311768 (6.637316932678223) | > loss_mel: 15.109906196594238 (17.191385879516606) | > loss_duration: 2.3978137969970703 (2.3597882080078123) | > loss_1: 29.80065155029297 (31.790902252197267)  --> STEP: 26 | > loss_disc: 2.4988930225372314 (2.451119514612051) | > loss_disc_real_0: 0.09310703724622726 (0.13488914616979092) | > loss_disc_real_1: 0.15521830320358276 (0.2273276259119694) | > loss_disc_real_2: 0.20775021612644196 (0.2588867545127869) | > loss_disc_real_3: 0.3174479603767395 (0.25174795377712983) | > loss_disc_real_4: 0.3675272464752197 (0.25721879074206727) | > loss_disc_real_5: 0.1876523345708847 (0.23652525761952767) | > loss_0: 2.4988930225372314 (2.451119514612051) | > loss_gen: 2.2556986808776855 (2.4646772146224976) | > loss_kl: 2.150059461593628 (3.091708944394038) | > loss_feat: 8.309178352355957 (6.70161929497352) | > loss_mel: 19.28492546081543 (17.271906632643486) | > loss_duration: 2.285057544708252 (2.35691395172706) | > loss_1: 34.28491973876953 (31.886826001680813) --> EVAL PERFORMANCE | > avg_loader_time: 0.002312687727121206 (-0.00018416001246525718) | > avg_loss_disc: 2.451119514612051 (+0.050723190491015036) | > avg_loss_disc_real_0: 0.13488914616979092 (-0.03521554472927857) | > avg_loss_disc_real_1: 0.2273276259119694 (+0.007939364474553318) | > avg_loss_disc_real_2: 0.2588867545127869 (+0.03780536898053616) | > avg_loss_disc_real_3: 0.25174795377712983 (+0.016305844944256992) | > avg_loss_disc_real_4: 0.25721879074206727 (+0.061095219105482185) | > avg_loss_disc_real_5: 0.23652525761952767 (+0.03173266867032418) | > avg_loss_0: 2.451119514612051 (+0.050723190491015036) | > avg_loss_gen: 2.4646772146224976 (+0.013513395419487484) | > avg_loss_kl: 3.091708944394038 (+0.03038012981414795) | > avg_loss_feat: 6.70161929497352 (-0.256835974179781) | > avg_loss_mel: 17.271906632643486 (+0.26569197728084504) | > avg_loss_duration: 2.35691395172706 (-0.0078013493464546) | > avg_loss_1: 31.886826001680813 (+0.044947917644783786)  > EPOCH: 823/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:40:12)   --> TIME: 2024-06-12 03:40:16 -- STEP: 9/330 -- GLOBAL_STEP: 359600 | > loss_disc: 2.335922956466675 (2.3268257247077093) | > loss_disc_real_0: 0.09876991808414459 (0.10002888407972124) | > loss_disc_real_1: 0.18657349050045013 (0.20321491029527453) | > loss_disc_real_2: 0.21210457384586334 (0.20881560113694933) | > loss_disc_real_3: 0.26144805550575256 (0.22901082866721684) | > loss_disc_real_4: 0.2555134892463684 (0.23007419374254015) | > loss_disc_real_5: 0.22800913453102112 (0.2300861891773012) | > loss_0: 2.335922956466675 (2.3268257247077093) | > grad_norm_0: tensor(5.6500, device='cuda:0') (tensor(8.8684, device='cuda:0')) | > loss_gen: 2.5570130348205566 (2.460931592517429) | > loss_kl: 2.1079490184783936 (1.9428091049194336) | > loss_feat: 6.635315895080566 (6.629777007632786) | > loss_mel: 17.737468719482422 (17.61351140340169) | > loss_duration: 2.047339916229248 (2.103630675209893) | > loss_1: 31.085086822509766 (30.750659306844074) | > grad_norm_1: tensor(56.1629, device='cuda:0') (tensor(96.3258, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3599 (0.3702829149034288) | > loader_time: 0.0029 (0.0032910770840115016)  --> TIME: 2024-06-12 03:40:26 -- STEP: 34/330 -- GLOBAL_STEP: 359625 | > loss_disc: 2.4651834964752197 (2.3503574203042423) | > loss_disc_real_0: 0.12300853431224823 (0.10429106236380689) | > loss_disc_real_1: 0.1634368747472763 (0.19958265958463445) | > loss_disc_real_2: 0.2185540348291397 (0.20876636925865621) | > loss_disc_real_3: 0.2290867418050766 (0.22654012020896463) | > loss_disc_real_4: 0.2673156261444092 (0.22966883725979748) | > loss_disc_real_5: 0.28358015418052673 (0.22153751508278005) | > loss_0: 2.4651834964752197 (2.3503574203042423) | > grad_norm_0: tensor(14.3830, device='cuda:0') (tensor(11.5085, device='cuda:0')) | > loss_gen: 2.3207080364227295 (2.49129459437202) | > loss_kl: 1.8628970384597778 (1.9439812968758976) | > loss_feat: 7.4460344314575195 (6.958861926022698) | > loss_mel: 17.394611358642578 (17.34936259774601) | > loss_duration: 1.9766145944595337 (2.007598266882055) | > loss_1: 31.000864028930664 (30.75109868891099) | > grad_norm_1: tensor(164.7153, device='cuda:0') (tensor(113.1213, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3574 (0.36683831495397223) | > loader_time: 0.0032 (0.0034152690102072325)  --> TIME: 2024-06-12 03:40:35 -- STEP: 59/330 -- GLOBAL_STEP: 359650 | > loss_disc: 2.352309226989746 (2.371542033502611) | > loss_disc_real_0: 0.09263384342193604 (0.10651354769528923) | > loss_disc_real_1: 0.20764853060245514 (0.19898079739788832) | > loss_disc_real_2: 0.20578183233737946 (0.20861864569833724) | > loss_disc_real_3: 0.22660915553569794 (0.22828201520240912) | > loss_disc_real_4: 0.22907264530658722 (0.23399887170832037) | > loss_disc_real_5: 0.20861826837062836 (0.22904206736613128) | > loss_0: 2.352309226989746 (2.371542033502611) | > grad_norm_0: tensor(6.5534, device='cuda:0') (tensor(10.2099, device='cuda:0')) | > loss_gen: 2.4289307594299316 (2.472055899894844) | > loss_kl: 1.9024477005004883 (1.957661113496554) | > loss_feat: 6.625997543334961 (6.930654291379249) | > loss_mel: 16.52973747253418 (17.255405684648938) | > loss_duration: 1.9667510986328125 (1.9876335152124953) | > loss_1: 29.4538631439209 (30.60341055918548) | > grad_norm_1: tensor(72.7847, device='cuda:0') (tensor(105.2875, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.372 (0.370051832522376) | > loader_time: 0.0043 (0.0035457611083984375)  --> TIME: 2024-06-12 03:40:45 -- STEP: 84/330 -- GLOBAL_STEP: 359675 | > loss_disc: 2.3988986015319824 (2.3684921832311723) | > loss_disc_real_0: 0.07470200210809708 (0.10704015647726399) | > loss_disc_real_1: 0.18598464131355286 (0.19895264736953236) | > loss_disc_real_2: 0.1928681582212448 (0.20985225836435953) | > loss_disc_real_3: 0.23947149515151978 (0.2293202155047939) | > loss_disc_real_4: 0.25021126866340637 (0.23337770767864727) | > loss_disc_real_5: 0.23027245700359344 (0.22855268968712716) | > loss_0: 2.3988986015319824 (2.3684921832311723) | > grad_norm_0: tensor(6.1292, device='cuda:0') (tensor(9.9543, device='cuda:0')) | > loss_gen: 2.4241297245025635 (2.471648565360477) | > loss_kl: 1.779737949371338 (1.9674154505843209) | > loss_feat: 6.697048664093018 (6.955489141600473) | > loss_mel: 17.307836532592773 (17.213247526259654) | > loss_duration: 2.038694381713867 (1.9825167599178495) | > loss_1: 30.247446060180664 (30.590317340124223) | > grad_norm_1: tensor(64.3631, device='cuda:0') (tensor(99.4908, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3901 (0.3725095107441855) | > loader_time: 0.0041 (0.0036868169194176083)  --> TIME: 2024-06-12 03:40:54 -- STEP: 109/330 -- GLOBAL_STEP: 359700 | > loss_disc: 2.297116279602051 (2.36635837423692) | > loss_disc_real_0: 0.11796413362026215 (0.10887198177499509) | > loss_disc_real_1: 0.17562329769134521 (0.19771232052680549) | > loss_disc_real_2: 0.20767097175121307 (0.2103883254965511) | > loss_disc_real_3: 0.2114306539297104 (0.22922579534010057) | > loss_disc_real_4: 0.20268326997756958 (0.23290236964138275) | > loss_disc_real_5: 0.21177126467227936 (0.22788567143842714) | > loss_0: 2.297116279602051 (2.36635837423692) | > grad_norm_0: tensor(8.4413, device='cuda:0') (tensor(9.7711, device='cuda:0')) | > loss_gen: 2.4241180419921875 (2.467365411443448) | > loss_kl: 1.9306293725967407 (1.9784305434708203) | > loss_feat: 7.430730819702148 (6.927112784954386) | > loss_mel: 17.464570999145508 (17.167899420502) | > loss_duration: 1.9326601028442383 (1.9838744795650518) | > loss_1: 31.182708740234375 (30.524682596189166) | > grad_norm_1: tensor(58.7432, device='cuda:0') (tensor(94.7466, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3624 (0.370553220083954) | > loader_time: 0.0037 (0.003740190365992555)  --> TIME: 2024-06-12 03:41:03 -- STEP: 134/330 -- GLOBAL_STEP: 359725 | > loss_disc: 2.5710318088531494 (2.3667955932332503) | > loss_disc_real_0: 0.13715779781341553 (0.11015833936520476) | > loss_disc_real_1: 0.21959622204303741 (0.19672299454461284) | > loss_disc_real_2: 0.19262363016605377 (0.21003000382612) | > loss_disc_real_3: 0.2531186640262604 (0.22985231520524665) | > loss_disc_real_4: 0.25646016001701355 (0.2333929801165168) | > loss_disc_real_5: 0.26944199204444885 (0.22774995919039) | > loss_0: 2.5710318088531494 (2.3667955932332503) | > grad_norm_0: tensor(9.5685, device='cuda:0') (tensor(9.3269, device='cuda:0')) | > loss_gen: 2.4541146755218506 (2.4678002649278783) | > loss_kl: 1.870100498199463 (1.9773243078544958) | > loss_feat: 6.459418773651123 (6.928553730694215) | > loss_mel: 17.191768646240234 (17.201646975616924) | > loss_duration: 2.015225410461426 (1.9882263265438933) | > loss_1: 29.99062728881836 (30.56355154692237) | > grad_norm_1: tensor(59.6136, device='cuda:0') (tensor(89.3551, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3711 (0.37018225797966336) | > loader_time: 0.004 (0.0037662609299617027)  --> TIME: 2024-06-12 03:41:14 -- STEP: 159/330 -- GLOBAL_STEP: 359750 | > loss_disc: 2.2927048206329346 (2.3676201052635717) | > loss_disc_real_0: 0.12082083523273468 (0.11124885733584938) | > loss_disc_real_1: 0.20274783670902252 (0.19639475334365417) | > loss_disc_real_2: 0.20463170111179352 (0.21070349225832982) | > loss_disc_real_3: 0.19697202742099762 (0.23015283273076112) | > loss_disc_real_4: 0.19792833924293518 (0.23367904979477888) | > loss_disc_real_5: 0.18761952221393585 (0.22644950299517913) | > loss_0: 2.2927048206329346 (2.3676201052635717) | > grad_norm_0: tensor(20.3841, device='cuda:0') (tensor(10.6124, device='cuda:0')) | > loss_gen: 2.685044288635254 (2.468915630436544) | > loss_kl: 2.0706279277801514 (1.9791424379408735) | > loss_feat: 7.270564079284668 (6.926990985870361) | > loss_mel: 17.451740264892578 (17.203373891002737) | > loss_duration: 2.0399789810180664 (1.992775800093165) | > loss_1: 31.517955780029297 (30.571198721351863) | > grad_norm_1: tensor(399.0966, device='cuda:0') (tensor(110.2650, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3746 (0.3737868437976956) | > loader_time: 0.0043 (0.0038482842955199427)  --> TIME: 2024-06-12 03:41:24 -- STEP: 184/330 -- GLOBAL_STEP: 359775 | > loss_disc: 2.245302438735962 (2.367572060097817) | > loss_disc_real_0: 0.12134948372840881 (0.1122702234627112) | > loss_disc_real_1: 0.2124003916978836 (0.19640848089171498) | > loss_disc_real_2: 0.1940883845090866 (0.21109761451573475) | > loss_disc_real_3: 0.22492849826812744 (0.22997453411960084) | > loss_disc_real_4: 0.22367745637893677 (0.23270689639384332) | > loss_disc_real_5: 0.1828739047050476 (0.2250564628807099) | > loss_0: 2.245302438735962 (2.367572060097817) | > grad_norm_0: tensor(18.8089, device='cuda:0') (tensor(12.8669, device='cuda:0')) | > loss_gen: 2.811232566833496 (2.473975283944088) | > loss_kl: 2.080979585647583 (1.9856886105692906) | > loss_feat: 7.654520034790039 (6.943962853887807) | > loss_mel: 16.587493896484375 (17.192197400590665) | > loss_duration: 2.0464394092559814 (1.999937513600225) | > loss_1: 31.180667877197266 (30.59576166194418) | > grad_norm_1: tensor(619.4189, device='cuda:0') (tensor(142.4899, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.3889 (0.376141572776048) | > loader_time: 0.0047 (0.003956615924835206)  --> TIME: 2024-06-12 03:41:34 -- STEP: 209/330 -- GLOBAL_STEP: 359800 | > loss_disc: 2.3664963245391846 (2.365837899121369) | > loss_disc_real_0: 0.13776728510856628 (0.11392588829666234) | > loss_disc_real_1: 0.18058960139751434 (0.1963892196924493) | > loss_disc_real_2: 0.19410791993141174 (0.21114925384236294) | > loss_disc_real_3: 0.25914090871810913 (0.2297482906203521) | > loss_disc_real_4: 0.23240341246128082 (0.23271678031631635) | > loss_disc_real_5: 0.22742699086666107 (0.22357950163514992) | > loss_0: 2.3664963245391846 (2.365837899121369) | > grad_norm_0: tensor(52.2390, device='cuda:0') (tensor(15.9475, device='cuda:0')) | > loss_gen: 2.5130014419555664 (2.482785927621941) | > loss_kl: 2.085658550262451 (1.9951118390525928) | > loss_feat: 6.715659141540527 (6.978369183517529) | > loss_mel: 17.005090713500977 (17.161587245156333) | > loss_duration: 2.090075969696045 (2.0083301968551717) | > loss_1: 30.40948486328125 (30.626184408744557) | > grad_norm_1: tensor(425.7594, device='cuda:0') (tensor(182.4166, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.4073 (0.3789749305214037) | > loader_time: 0.0058 (0.00407381947531084)  --> TIME: 2024-06-12 03:41:44 -- STEP: 234/330 -- GLOBAL_STEP: 359825 | > loss_disc: 2.29062557220459 (2.364900682726475) | > loss_disc_real_0: 0.10430235415697098 (0.11476753421255156) | > loss_disc_real_1: 0.20623283088207245 (0.19601966383365488) | > loss_disc_real_2: 0.20433291792869568 (0.21122189834077135) | > loss_disc_real_3: 0.2351122498512268 (0.22942306228682527) | > loss_disc_real_4: 0.23917829990386963 (0.2326222808442564) | > loss_disc_real_5: 0.2140631526708603 (0.22294131730102065) | > loss_0: 2.29062557220459 (2.364900682726475) | > grad_norm_0: tensor(21.9665, device='cuda:0') (tensor(17.9713, device='cuda:0')) | > loss_gen: 2.675337076187134 (2.4830408483488937) | > loss_kl: 2.0364830493927 (2.0042886550609884) | > loss_feat: 6.741615295410156 (6.972056590593779) | > loss_mel: 16.297033309936523 (17.121215787708252) | > loss_duration: 2.0832250118255615 (2.0176646760386285) | > loss_1: 29.83369255065918 (30.598266552656124) | > grad_norm_1: tensor(582.4947, device='cuda:0') (tensor(208.6490, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.4136 (0.3822942921239086) | > loader_time: 0.0054 (0.004208458794487847)  --> TIME: 2024-06-12 03:41:55 -- STEP: 259/330 -- GLOBAL_STEP: 359850 | > loss_disc: 2.4219582080841064 (2.366154698331382) | > loss_disc_real_0: 0.14110372960567474 (0.11596238853330777) | > loss_disc_real_1: 0.18950599431991577 (0.19619612792744143) | > loss_disc_real_2: 0.20777855813503265 (0.2110508434100501) | > loss_disc_real_3: 0.1962718516588211 (0.2297283257987048) | > loss_disc_real_4: 0.2444639950990677 (0.23308674461823173) | > loss_disc_real_5: 0.2324400246143341 (0.22301385128820264) | > loss_0: 2.4219582080841064 (2.366154698331382) | > grad_norm_0: tensor(16.9414, device='cuda:0') (tensor(18.8626, device='cuda:0')) | > loss_gen: 2.353419542312622 (2.4814197354335112) | > loss_kl: 2.0542800426483154 (2.01010905499624) | > loss_feat: 7.014212608337402 (6.983755984361568) | > loss_mel: 16.918180465698242 (17.08200222368866) | > loss_duration: 2.1351370811462402 (2.025732200578372) | > loss_1: 30.475231170654297 (30.583019249227515) | > grad_norm_1: tensor(244.5132, device='cuda:0') (tensor(222.9896, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.4299 (0.38655968338366176) | > loader_time: 0.0057 (0.00435493075249278)  --> TIME: 2024-06-12 03:42:07 -- STEP: 284/330 -- GLOBAL_STEP: 359875 | > loss_disc: 2.427886486053467 (2.368775719488169) | > loss_disc_real_0: 0.13516536355018616 (0.11675730808047761) | > loss_disc_real_1: 0.22821834683418274 (0.19624363788416693) | > loss_disc_real_2: 0.22237105667591095 (0.21169217051544656) | > loss_disc_real_3: 0.25248464941978455 (0.22976913654678305) | > loss_disc_real_4: 0.26129889488220215 (0.23299324769579188) | > loss_disc_real_5: 0.25691282749176025 (0.22334839881096089) | > loss_0: 2.427886486053467 (2.368775719488169) | > grad_norm_0: tensor(8.0361, device='cuda:0') (tensor(18.8913, device='cuda:0')) | > loss_gen: 2.47955322265625 (2.476798195234486) | > loss_kl: 1.9007742404937744 (2.015302252181818) | > loss_feat: 6.013758659362793 (6.987416430258415) | > loss_mel: 15.284749031066895 (17.047362475328043) | > loss_duration: 2.1540474891662598 (2.0357292689068207) | > loss_1: 27.832881927490234 (30.56260866514394) | > grad_norm_1: tensor(336.2642, device='cuda:0') (tensor(223.9196, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.4378 (0.39170067998724917) | > loader_time: 0.0059 (0.004507789309595671)  --> TIME: 2024-06-12 03:42:19 -- STEP: 309/330 -- GLOBAL_STEP: 359900 | > loss_disc: 2.336696147918701 (2.3729081285038403) | > loss_disc_real_0: 0.126334547996521 (0.11807159916723817) | > loss_disc_real_1: 0.19207817316055298 (0.19670471278980717) | > loss_disc_real_2: 0.20073609054088593 (0.21156350564223664) | > loss_disc_real_3: 0.23612526059150696 (0.2298095708526068) | > loss_disc_real_4: 0.2608713209629059 (0.23353939549243952) | > loss_disc_real_5: 0.2097407579421997 (0.22385871400725108) | > loss_0: 2.336696147918701 (2.3729081285038403) | > grad_norm_0: tensor(9.0542, device='cuda:0') (tensor(19.0761, device='cuda:0')) | > loss_gen: 2.4717562198638916 (2.472541312183762) | > loss_kl: 2.082285165786743 (2.018384103636139) | > loss_feat: 7.026886940002441 (6.987302991564607) | > loss_mel: 16.11971092224121 (16.99930116659616) | > loss_duration: 2.237004280090332 (2.0478625876232246) | > loss_1: 29.937641143798828 (30.525392174334975) | > grad_norm_1: tensor(229.9478, device='cuda:0') (tensor(224.6769, device='cuda:0')) | > current_lr_0: 0.00018044678896337872 | > current_lr_1: 0.00018044678896337872 | > step_time: 0.5051 (0.3990347655459901) | > loader_time: 0.0078 (0.004685230625485911)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.320835590362549 (2.320835590362549) | > loss_disc_real_0: 0.14151588082313538 (0.14151588082313538) | > loss_disc_real_1: 0.12735575437545776 (0.12735575437545776) | > loss_disc_real_2: 0.2054978609085083 (0.2054978609085083) | > loss_disc_real_3: 0.26357027888298035 (0.26357027888298035) | > loss_disc_real_4: 0.2566397488117218 (0.2566397488117218) | > loss_disc_real_5: 0.1865265816450119 (0.1865265816450119) | > loss_0: 2.320835590362549 (2.320835590362549) | > loss_gen: 2.2957043647766113 (2.2957043647766113) | > loss_kl: 2.480858564376831 (2.480858564376831) | > loss_feat: 8.325916290283203 (8.325916290283203) | > loss_mel: 17.622224807739258 (17.622224807739258) | > loss_duration: 3.089308261871338 (3.089308261871338) | > loss_1: 33.81401443481445 (33.81401443481445)  --> STEP: 1 | > loss_disc: 2.2952287197113037 (2.2952287197113037) | > loss_disc_real_0: 0.060644328594207764 (0.060644328594207764) | > loss_disc_real_1: 0.14814434945583344 (0.14814434945583344) | > loss_disc_real_2: 0.22015239298343658 (0.22015239298343658) | > loss_disc_real_3: 0.2666630744934082 (0.2666630744934082) | > loss_disc_real_4: 0.2173869013786316 (0.2173869013786316) | > loss_disc_real_5: 0.20812766253948212 (0.20812766253948212) | > loss_0: 2.2952287197113037 (2.2952287197113037) | > loss_gen: 2.1812167167663574 (2.1812167167663574) | > loss_kl: 3.175123691558838 (3.175123691558838) | > loss_feat: 7.380184650421143 (7.380184650421143) | > loss_mel: 17.43800926208496 (17.43800926208496) | > loss_duration: 2.487874984741211 (2.487874984741211) | > loss_1: 32.66240692138672 (32.66240692138672)  --> STEP: 2 | > loss_disc: 2.169454574584961 (2.2323416471481323) | > loss_disc_real_0: 0.06813833117485046 (0.06439132988452911) | > loss_disc_real_1: 0.14164036512374878 (0.1448923572897911) | > loss_disc_real_2: 0.2140965461730957 (0.21712446957826614) | > loss_disc_real_3: 0.24078026413917542 (0.2537216693162918) | > loss_disc_real_4: 0.24401721358299255 (0.23070205748081207) | > loss_disc_real_5: 0.21516570448875427 (0.2116466835141182) | > loss_0: 2.169454574584961 (2.2323416471481323) | > loss_gen: 2.3883285522460938 (2.2847726345062256) | > loss_kl: 2.7332961559295654 (2.9542099237442017) | > loss_feat: 6.392564296722412 (6.886374473571777) | > loss_mel: 20.111207962036133 (18.774608612060547) | > loss_duration: 2.574281692504883 (2.531078338623047) | > loss_1: 34.199676513671875 (33.4310417175293)  --> STEP: 3 | > loss_disc: 2.332984209060669 (2.2658891677856445) | > loss_disc_real_0: 0.09555231034755707 (0.0747783233722051) | > loss_disc_real_1: 0.08554520457983017 (0.12510997305313745) | > loss_disc_real_2: 0.22745971381664276 (0.22056955099105835) | > loss_disc_real_3: 0.24852851033210754 (0.2519906163215637) | > loss_disc_real_4: 0.2680496573448181 (0.24315125743548074) | > loss_disc_real_5: 0.23232944309711456 (0.21854093670845032) | > loss_0: 2.332984209060669 (2.2658891677856445) | > loss_gen: 2.2335760593414307 (2.267707109451294) | > loss_kl: 3.2281293869018555 (3.0455164114634194) | > loss_feat: 6.228837966918945 (6.667195638020833) | > loss_mel: 16.65444564819336 (18.067887624104817) | > loss_duration: 2.4972386360168457 (2.519798437754313) | > loss_1: 30.842226028442383 (32.56810315450033)  --> STEP: 4 | > loss_disc: 2.4926564693450928 (2.3225809931755066) | > loss_disc_real_0: 0.15243637561798096 (0.09419283643364906) | > loss_disc_real_1: 0.15633901953697205 (0.1329172346740961) | > loss_disc_real_2: 0.27240586280822754 (0.23352862894535065) | > loss_disc_real_3: 0.3363601863384247 (0.27308300882577896) | > loss_disc_real_4: 0.2207403928041458 (0.23754854127764702) | > loss_disc_real_5: 0.21145407855510712 (0.21676922217011452) | > loss_0: 2.4926564693450928 (2.3225809931755066) | > loss_gen: 2.17633318901062 (2.2448636293411255) | > loss_kl: 3.6391355991363525 (3.193921208381653) | > loss_feat: 5.644918441772461 (6.41162633895874) | > loss_mel: 17.052839279174805 (17.814125537872314) | > loss_duration: 2.3813297748565674 (2.4851812720298767) | > loss_1: 30.894556045532227 (32.1497163772583)  --> STEP: 5 | > loss_disc: 2.2533109188079834 (2.308726978302002) | > loss_disc_real_0: 0.11237321048974991 (0.09782891124486923) | > loss_disc_real_1: 0.18513378500938416 (0.14336054474115373) | > loss_disc_real_2: 0.16835759580135345 (0.2204944223165512) | > loss_disc_real_3: 0.20973646640777588 (0.26041370034217837) | > loss_disc_real_4: 0.24185101687908173 (0.23840903639793395) | > loss_disc_real_5: 0.2128766030073166 (0.21599069833755494) | > loss_0: 2.2533109188079834 (2.308726978302002) | > loss_gen: 2.350815773010254 (2.266054058074951) | > loss_kl: 2.4365921020507812 (3.0424553871154787) | > loss_feat: 5.488053321838379 (6.226911735534668) | > loss_mel: 18.792085647583008 (18.009717559814455) | > loss_duration: 2.4064974784851074 (2.469444513320923) | > loss_1: 31.474044799804688 (32.01458206176758)  --> STEP: 6 | > loss_disc: 2.784600257873535 (2.3880391915639243) | > loss_disc_real_0: 0.15139444172382355 (0.10675649965802829) | > loss_disc_real_1: 0.23098349571228027 (0.15796436990300813) | > loss_disc_real_2: 0.29268819093704224 (0.23252671708663306) | > loss_disc_real_3: 0.3183683156967163 (0.270072802901268) | > loss_disc_real_4: 0.23428480327129364 (0.23772166421016058) | > loss_disc_real_5: 0.2505459785461426 (0.22174991170565286) | > loss_0: 2.784600257873535 (2.3880391915639243) | > loss_gen: 1.966313362121582 (2.216097275416056) | > loss_kl: 2.6727752685546875 (2.980842034022013) | > loss_feat: 6.0239105224609375 (6.19307820002238) | > loss_mel: 15.692289352416992 (17.62347952524821) | > loss_duration: 2.240863800048828 (2.4313477277755737) | > loss_1: 28.596153259277344 (31.444843928019207)  --> STEP: 7 | > loss_disc: 2.506803035736084 (2.40500545501709) | > loss_disc_real_0: 0.10957245528697968 (0.10715877903359276) | > loss_disc_real_1: 0.23866665363311768 (0.1694932675787381) | > loss_disc_real_2: 0.27222561836242676 (0.23819798869746073) | > loss_disc_real_3: 0.29078611731529236 (0.2730318478175572) | > loss_disc_real_4: 0.3030966520309448 (0.24706094818455832) | > loss_disc_real_5: 0.25809815526008606 (0.22694251792771475) | > loss_0: 2.506803035736084 (2.40500545501709) | > loss_gen: 2.3017261028289795 (2.228329965046474) | > loss_kl: 4.189414978027344 (3.1534953117370605) | > loss_feat: 5.621648788452148 (6.111445426940918) | > loss_mel: 17.351408004760742 (17.584612165178573) | > loss_duration: 2.51686429977417 (2.44356438091823) | > loss_1: 31.981061935424805 (31.52144650050572)  --> STEP: 8 | > loss_disc: 2.2866315841674805 (2.3902087211608887) | > loss_disc_real_0: 0.09384891390800476 (0.10549504589289427) | > loss_disc_real_1: 0.1669597178697586 (0.16917657386511564) | > loss_disc_real_2: 0.2172190397977829 (0.235575620085001) | > loss_disc_real_3: 0.2304026037454605 (0.2677031923085451) | > loss_disc_real_4: 0.2097235471010208 (0.24239377304911613) | > loss_disc_real_5: 0.22631719708442688 (0.22686435282230377) | > loss_0: 2.2866315841674805 (2.3902087211608887) | > loss_gen: 2.366250514984131 (2.245570033788681) | > loss_kl: 3.2412805557250977 (3.164468467235565) | > loss_feat: 8.320112228393555 (6.387528777122498) | > loss_mel: 17.03035545349121 (17.51533007621765) | > loss_duration: 2.310605764389038 (2.4269445538520813) | > loss_1: 33.26860427856445 (31.73984122276306)  --> STEP: 9 | > loss_disc: 2.5652754306793213 (2.409660577774048) | > loss_disc_real_0: 0.1664520502090454 (0.11226804637246662) | > loss_disc_real_1: 0.09601345658302307 (0.1610473386115498) | > loss_disc_real_2: 0.28827103972435 (0.24143066671159533) | > loss_disc_real_3: 0.31619158387184143 (0.27309079137113357) | > loss_disc_real_4: 0.2539840340614319 (0.24368157982826233) | > loss_disc_real_5: 0.20962853729724884 (0.22494926220840877) | > loss_0: 2.5652754306793213 (2.409660577774048) | > loss_gen: 2.104139804840088 (2.229855563905504) | > loss_kl: 2.254781723022461 (3.063392162322998) | > loss_feat: 7.202737331390381 (6.478107505374485) | > loss_mel: 18.521472930908203 (17.627123726738823) | > loss_duration: 2.164553165435791 (2.39778995513916) | > loss_1: 32.247684478759766 (31.796268251207138)  --> STEP: 10 | > loss_disc: 2.46512508392334 (2.415207028388977) | > loss_disc_real_0: 0.09795328974723816 (0.11083657070994377) | > loss_disc_real_1: 0.2631664276123047 (0.1712592475116253) | > loss_disc_real_2: 0.22536499798297882 (0.23982409983873368) | > loss_disc_real_3: 0.2757704555988312 (0.27335875779390334) | > loss_disc_real_4: 0.24008724093437195 (0.2433221459388733) | > loss_disc_real_5: 0.2182265818119049 (0.2242769941687584) | > loss_0: 2.46512508392334 (2.415207028388977) | > loss_gen: 2.195713758468628 (2.2264413833618164) | > loss_kl: 2.885592460632324 (3.0456121921539308) | > loss_feat: 4.844743251800537 (6.31477108001709) | > loss_mel: 12.41945743560791 (17.106357097625732) | > loss_duration: 2.358424186706543 (2.3938533782958986) | > loss_1: 24.703929901123047 (31.08703441619873)  --> STEP: 11 | > loss_disc: 2.61736798286438 (2.43358529697765) | > loss_disc_real_0: 0.12267376482486725 (0.1119126792658459) | > loss_disc_real_1: 0.16278313100337982 (0.17048869146542114) | > loss_disc_real_2: 0.3111056089401245 (0.2463042370297692) | > loss_disc_real_3: 0.28499269485473633 (0.27441638843579724) | > loss_disc_real_4: 0.21990613639354706 (0.2411934177983891) | > loss_disc_real_5: 0.2741027772426605 (0.2288066108118404) | > loss_0: 2.61736798286438 (2.43358529697765) | > loss_gen: 2.1650962829589844 (2.2208645560524682) | > loss_kl: 3.597862482070923 (3.0958167639645664) | > loss_feat: 6.34075403213501 (6.317133166573265) | > loss_mel: 16.05887222290039 (17.01113119992343) | > loss_duration: 2.542734146118164 (2.4073879935524682) | > loss_1: 30.705320358276367 (31.05233313820579)  --> STEP: 12 | > loss_disc: 2.2648863792419434 (2.419527053833008) | > loss_disc_real_0: 0.10571440309286118 (0.11139615625143051) | > loss_disc_real_1: 0.14726313948631287 (0.16855322880049547) | > loss_disc_real_2: 0.2681543529033661 (0.2481250800192356) | > loss_disc_real_3: 0.21715599298477173 (0.26964468881487846) | > loss_disc_real_4: 0.19288690388202667 (0.23716787497202554) | > loss_disc_real_5: 0.18807369470596313 (0.22541220113635063) | > loss_0: 2.2648863792419434 (2.419527053833008) | > loss_gen: 2.2759487628936768 (2.225454906622569) | > loss_kl: 2.7095510959625244 (3.0636279582977295) | > loss_feat: 6.122166156768799 (6.300885915756226) | > loss_mel: 16.752811431884766 (16.989604552586872) | > loss_duration: 2.28427791595459 (2.397128820419312) | > loss_1: 30.144756317138672 (30.976701736450195)  --> STEP: 13 | > loss_disc: 2.647824764251709 (2.437088416172908) | > loss_disc_real_0: 0.20150794088840485 (0.11832783199273623) | > loss_disc_real_1: 0.21698252856731415 (0.17227855955178922) | > loss_disc_real_2: 0.2673814594745636 (0.24960633997733778) | > loss_disc_real_3: 0.30390802025794983 (0.27228032969511473) | > loss_disc_real_4: 0.2835719883441925 (0.24073742215449995) | > loss_disc_real_5: 0.2377680391073227 (0.2263626502110408) | > loss_0: 2.647824764251709 (2.437088416172908) | > loss_gen: 2.3599977493286133 (2.2358043560614957) | > loss_kl: 3.53777813911438 (3.1001010491297794) | > loss_feat: 5.822577953338623 (6.264092995570256) | > loss_mel: 13.903985023498535 (16.75224920419546) | > loss_duration: 2.278059959411621 (2.3879696772648744) | > loss_1: 27.902400970458984 (30.74021706214318)  --> STEP: 14 | > loss_disc: 2.4453372955322266 (2.4376776218414307) | > loss_disc_real_0: 0.1408032476902008 (0.11993321882826942) | > loss_disc_real_1: 0.18241353332996368 (0.17300248625023024) | > loss_disc_real_2: 0.24049034714698792 (0.24895519763231277) | > loss_disc_real_3: 0.2258586585521698 (0.26896449604204725) | > loss_disc_real_4: 0.2187805324792862 (0.23916907289198466) | > loss_disc_real_5: 0.2113870531320572 (0.2252929647053991) | > loss_0: 2.4453372955322266 (2.4376776218414307) | > loss_gen: 2.095242500305176 (2.225764223507473) | > loss_kl: 3.67889404296875 (3.1414434058325633) | > loss_feat: 6.658137798309326 (6.292239052908761) | > loss_mel: 17.727062225341797 (16.821878705705913) | > loss_duration: 2.479208469390869 (2.3944867338453024) | > loss_1: 32.638545989990234 (30.875811985560826)  --> STEP: 15 | > loss_disc: 2.326968193054199 (2.4302969932556153) | > loss_disc_real_0: 0.07565293461084366 (0.11698119988044103) | > loss_disc_real_1: 0.19622953236103058 (0.17455095599095027) | > loss_disc_real_2: 0.13772593438625336 (0.2415399134159088) | > loss_disc_real_3: 0.3333190977573395 (0.2732548028230667) | > loss_disc_real_4: 0.24632127583026886 (0.2396458864212036) | > loss_disc_real_5: 0.3031131625175476 (0.23048097789287567) | > loss_0: 2.326968193054199 (2.4302969932556153) | > loss_gen: 2.5071182250976562 (2.2445211569468184) | > loss_kl: 3.4090003967285156 (3.15928053855896) | > loss_feat: 6.715201377868652 (6.32043654123942) | > loss_mel: 18.60427474975586 (16.940705108642575) | > loss_duration: 2.388387680053711 (2.3940801302591965) | > loss_1: 33.623985290527344 (31.05902353922526)  --> STEP: 16 | > loss_disc: 2.563946485519409 (2.4386500865221024) | > loss_disc_real_0: 0.15524601936340332 (0.11937275109812617) | > loss_disc_real_1: 0.22224296629428864 (0.17753170663490891) | > loss_disc_real_2: 0.2623721659183502 (0.2428419291973114) | > loss_disc_real_3: 0.3086722493171692 (0.2754683932289481) | > loss_disc_real_4: 0.26148611307144165 (0.2410109005868435) | > loss_disc_real_5: 0.24864934384822845 (0.23161650076508522) | > loss_0: 2.563946485519409 (2.4386500865221024) | > loss_gen: 2.3982086181640625 (2.2541266232728963) | > loss_kl: 2.862921714782715 (3.1407581120729446) | > loss_feat: 7.056924343109131 (6.3664670288562775) | > loss_mel: 16.23708724975586 (16.896728992462155) | > loss_duration: 2.408747673034668 (2.3949968516826634) | > loss_1: 30.963890075683594 (31.053077697753906)  --> STEP: 17 | > loss_disc: 2.7905163764953613 (2.459348103579353) | > loss_disc_real_0: 0.18161125481128693 (0.12303383955184151) | > loss_disc_real_1: 0.20710060000419617 (0.17927105330369053) | > loss_disc_real_2: 0.3014124631881714 (0.2462872547261855) | > loss_disc_real_3: 0.29120513796806335 (0.2763940840959549) | > loss_disc_real_4: 0.2829410433769226 (0.2434773795744952) | > loss_disc_real_5: 0.330623060464859 (0.2374404160415425) | > loss_0: 2.7905163764953613 (2.459348103579353) | > loss_gen: 2.1411590576171875 (2.2474814723519723) | > loss_kl: 2.652575969696045 (3.112041515462539) | > loss_feat: 5.2589335441589355 (6.301318000344669) | > loss_mel: 15.475931167602539 (16.813152649823355) | > loss_duration: 2.461650848388672 (2.398917675018311) | > loss_1: 27.990249633789062 (30.87291134105009)  --> STEP: 18 | > loss_disc: 2.306750535964966 (2.450870460934109) | > loss_disc_real_0: 0.08725564181804657 (0.12104616189996402) | > loss_disc_real_1: 0.16788487136363983 (0.17863848764035437) | > loss_disc_real_2: 0.2296125888824463 (0.24536088440153334) | > loss_disc_real_3: 0.256307989358902 (0.2752781899438964) | > loss_disc_real_4: 0.19708530604839325 (0.24090004215637842) | > loss_disc_real_5: 0.25223320722579956 (0.23826223777400124) | > loss_0: 2.306750535964966 (2.450870460934109) | > loss_gen: 2.4523425102233887 (2.2588626411226063) | > loss_kl: 3.093183994293213 (3.1109938753975763) | > loss_feat: 8.064544677734375 (6.39927503797743) | > loss_mel: 18.69754981994629 (16.91784138149685) | > loss_duration: 2.2644872665405273 (2.3914493189917674) | > loss_1: 34.57210922241211 (31.07842233445909)  --> STEP: 19 | > loss_disc: 2.7172324657440186 (2.464889513818841) | > loss_disc_real_0: 0.164023756980896 (0.12330814058843412) | > loss_disc_real_1: 0.1802937388420105 (0.17872560612465205) | > loss_disc_real_2: 0.2790524959564209 (0.24713412711494848) | > loss_disc_real_3: 0.3115244209766388 (0.27718588631404073) | > loss_disc_real_4: 0.2515203654766083 (0.24145900654165367) | > loss_disc_real_5: 0.2719583213329315 (0.24003571585605019) | > loss_0: 2.7172324657440186 (2.464889513818841) | > loss_gen: 2.035658359527588 (2.247115047354447) | > loss_kl: 2.5126378536224365 (3.0795014531988847) | > loss_feat: 5.424347877502441 (6.347963082162957) | > loss_mel: 17.188486099243164 (16.932085840325602) | > loss_duration: 2.385092258453369 (2.3911147368581673) | > loss_1: 29.546222686767578 (30.997780247738486)  --> STEP: 20 | > loss_disc: 2.285227060317993 (2.455906391143799) | > loss_disc_real_0: 0.06967201083898544 (0.12062633410096169) | > loss_disc_real_1: 0.10257771611213684 (0.1749182116240263) | > loss_disc_real_2: 0.26106029748916626 (0.24783043563365936) | > loss_disc_real_3: 0.22981767356395721 (0.2748174756765366) | > loss_disc_real_4: 0.18457426130771637 (0.2386147692799568) | > loss_disc_real_5: 0.16803285479545593 (0.23643557280302047) | > loss_0: 2.285227060317993 (2.455906391143799) | > loss_gen: 2.070078134536743 (2.2382632017135617) | > loss_kl: 2.635378837585449 (3.057295322418213) | > loss_feat: 7.413253307342529 (6.401227593421936) | > loss_mel: 18.135616302490234 (16.99226236343383) | > loss_duration: 2.279534101486206 (2.385535705089569) | > loss_1: 32.53385925292969 (31.074584197998046)  --> STEP: 21 | > loss_disc: 2.641514778137207 (2.4647448857625327) | > loss_disc_real_0: 0.14696362614631653 (0.1218804908650262) | > loss_disc_real_1: 0.2404637485742569 (0.17803942766927539) | > loss_disc_real_2: 0.30652374029159546 (0.2506253549030849) | > loss_disc_real_3: 0.3388054370880127 (0.2778645214580354) | > loss_disc_real_4: 0.2633548974990845 (0.2397928706237248) | > loss_disc_real_5: 0.30088457465171814 (0.2395045728910537) | > loss_0: 2.641514778137207 (2.4647448857625327) | > loss_gen: 2.492433547973633 (2.25036655153547) | > loss_kl: 2.021718978881836 (3.007982163202195) | > loss_feat: 5.25820255279541 (6.346797829582577) | > loss_mel: 13.509757041931152 (16.82642877669561) | > loss_duration: 2.1901886463165283 (2.376233464195615) | > loss_1: 25.472301483154297 (30.807808830624534)  --> STEP: 22 | > loss_disc: 2.5114450454711914 (2.466867620294744) | > loss_disc_real_0: 0.11172442138195038 (0.12141885134306821) | > loss_disc_real_1: 0.2816983163356781 (0.18275119533593004) | > loss_disc_real_2: 0.24471938610076904 (0.2503569017757069) | > loss_disc_real_3: 0.27163034677505493 (0.2775811498815363) | > loss_disc_real_4: 0.22356194257736206 (0.23905510116707196) | > loss_disc_real_5: 0.28212782740592957 (0.24144199355082077) | > loss_0: 2.5114450454711914 (2.466867620294744) | > loss_gen: 2.2486345767974854 (2.250287825411016) | > loss_kl: 2.431278944015503 (2.9817683805118906) | > loss_feat: 6.90412712097168 (6.372130979191173) | > loss_mel: 15.875802040100098 (16.783218470486727) | > loss_duration: 2.218491554260254 (2.369063377380371) | > loss_1: 29.678333282470703 (30.75646903298118)  --> STEP: 23 | > loss_disc: 2.611721992492676 (2.473165636477263) | > loss_disc_real_0: 0.19212305545806885 (0.1244929471741552) | > loss_disc_real_1: 0.15412458777427673 (0.1815065602245538) | > loss_disc_real_2: 0.2827938497066498 (0.25176720385966095) | > loss_disc_real_3: 0.2595445513725281 (0.27679694994636206) | > loss_disc_real_4: 0.24251717329025269 (0.23920562604199286) | > loss_disc_real_5: 0.2385156750679016 (0.24131476231243298) | > loss_0: 2.611721992492676 (2.473165636477263) | > loss_gen: 2.1451222896575928 (2.2457154108130415) | > loss_kl: 2.765704393386841 (2.9723742941151494) | > loss_feat: 4.921860218048096 (6.309075728706691) | > loss_mel: 17.312164306640625 (16.8062161155369) | > loss_duration: 2.2970941066741943 (2.3659342786540156) | > loss_1: 29.441946029663086 (30.69931585892387)  --> STEP: 24 | > loss_disc: 2.59248685836792 (2.4781373540560403) | > loss_disc_real_0: 0.13862118124961853 (0.12508162359396616) | > loss_disc_real_1: 0.17314159870147705 (0.18115802016109228) | > loss_disc_real_2: 0.2808571457862854 (0.2529792847732703) | > loss_disc_real_3: 0.2733969986438751 (0.27665528530875844) | > loss_disc_real_4: 0.24204465746879578 (0.23932391901810965) | > loss_disc_real_5: 0.2496882677078247 (0.24166365837057432) | > loss_0: 2.59248685836792 (2.4781373540560403) | > loss_gen: 2.233710765838623 (2.2452152172724404) | > loss_kl: 2.468024253845215 (2.9513597091039023) | > loss_feat: 5.510714054107666 (6.275810658931732) | > loss_mel: 16.339536666870117 (16.786771138509113) | > loss_duration: 2.48044753074646 (2.3707056641578674) | > loss_1: 29.032434463500977 (30.629862467447918)  --> STEP: 25 | > loss_disc: 2.521036148071289 (2.4798533058166505) | > loss_disc_real_0: 0.191402405500412 (0.127734454870224) | > loss_disc_real_1: 0.19213882088661194 (0.18159725219011308) | > loss_disc_real_2: 0.24644584953784943 (0.25271794736385345) | > loss_disc_real_3: 0.28608253598213196 (0.27703237533569336) | > loss_disc_real_4: 0.21927200257778168 (0.23852184236049653) | > loss_disc_real_5: 0.20595043897628784 (0.24023512959480287) | > loss_0: 2.521036148071289 (2.4798533058166505) | > loss_gen: 2.200617551803589 (2.2434313106536865) | > loss_kl: 2.905487298965454 (2.9495248126983644) | > loss_feat: 6.403162002563477 (6.280904712677002) | > loss_mel: 15.117534637451172 (16.720001678466797) | > loss_duration: 2.4240922927856445 (2.3728411293029783) | > loss_1: 29.050891876220703 (30.566703643798828)  --> STEP: 26 | > loss_disc: 2.2097787857055664 (2.4694658242739163) | > loss_disc_real_0: 0.14138896763324738 (0.1282596284380326) | > loss_disc_real_1: 0.12679554522037506 (0.17948949422973853) | > loss_disc_real_2: 0.1766025424003601 (0.2497904317883345) | > loss_disc_real_3: 0.22591106593608856 (0.27506617112801623) | > loss_disc_real_4: 0.16144005954265594 (0.2355571584059642) | > loss_disc_real_5: 0.1864844709634781 (0.23816779657052115) | > loss_0: 2.2097787857055664 (2.4694658242739163) | > loss_gen: 2.5262093544006348 (2.2543073892593384) | > loss_kl: 2.7148194313049316 (2.9404976826447706) | > loss_feat: 15.883135795593262 (6.6502212927891655) | > loss_mel: 19.55010223388672 (16.8288516998291) | > loss_duration: 2.278519868850708 (2.3692133885163527) | > loss_1: 42.95278549194336 (31.043091407189003) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024112371297983015 (+9.854940267709552e-05) | > avg_loss_disc: 2.4694658242739163 (+0.018346309661865234) | > avg_loss_disc_real_0: 0.1282596284380326 (-0.006629517731758322) | > avg_loss_disc_real_1: 0.17948949422973853 (-0.04783813168223086) | > avg_loss_disc_real_2: 0.2497904317883345 (-0.009096322724452433) | > avg_loss_disc_real_3: 0.27506617112801623 (+0.023318217350886405) | > avg_loss_disc_real_4: 0.2355571584059642 (-0.021661632336103076) | > avg_loss_disc_real_5: 0.23816779657052115 (+0.0016425389509934774) | > avg_loss_0: 2.4694658242739163 (+0.018346309661865234) | > avg_loss_gen: 2.2543073892593384 (-0.21036982536315918) | > avg_loss_kl: 2.9404976826447706 (-0.15121126174926758) | > avg_loss_feat: 6.6502212927891655 (-0.05139800218435475) | > avg_loss_mel: 16.8288516998291 (-0.443054932814384) | > avg_loss_duration: 2.3692133885163527 (+0.012299436789292795) | > avg_loss_1: 31.043091407189003 (-0.84373459449181)  > EPOCH: 824/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:42:51)   --> TIME: 2024-06-12 03:42:53 -- STEP: 4/330 -- GLOBAL_STEP: 359925 | > loss_disc: 2.2028164863586426 (2.305155634880066) | > loss_disc_real_0: 0.08136850595474243 (0.11059128679335117) | > loss_disc_real_1: 0.1780225932598114 (0.1857021525502205) | > loss_disc_real_2: 0.19623753428459167 (0.19344611838459969) | > loss_disc_real_3: 0.1764037013053894 (0.20920538902282715) | > loss_disc_real_4: 0.18165527284145355 (0.2014172114431858) | > loss_disc_real_5: 0.2022470086812973 (0.21213166788220406) | > loss_0: 2.2028164863586426 (2.305155634880066) | > grad_norm_0: tensor(7.1811, device='cuda:0') (tensor(7.7604, device='cuda:0')) | > loss_gen: 2.582188367843628 (2.448807954788208) | > loss_kl: 2.094399929046631 (2.0041836500167847) | > loss_feat: 7.353808403015137 (6.542075753211975) | > loss_mel: 17.635223388671875 (17.343734741210938) | > loss_duration: 2.19646954536438 (2.1714342832565308) | > loss_1: 31.862089157104492 (30.51023578643799) | > grad_norm_1: tensor(36.5190, device='cuda:0') (tensor(53.8899, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3484 (0.3792811632156372) | > loader_time: 0.0039 (0.0033631324768066406)  --> TIME: 2024-06-12 03:43:03 -- STEP: 29/330 -- GLOBAL_STEP: 359950 | > loss_disc: 2.3158562183380127 (2.3163652666683854) | > loss_disc_real_0: 0.09998399019241333 (0.10475054820036066) | > loss_disc_real_1: 0.16678351163864136 (0.19497911426527748) | > loss_disc_real_2: 0.2007138878107071 (0.2063277862195311) | > loss_disc_real_3: 0.23486822843551636 (0.22206636338398375) | > loss_disc_real_4: 0.2366970181465149 (0.22605331601767703) | > loss_disc_real_5: 0.23595471680164337 (0.2209833803875693) | > loss_0: 2.3158562183380127 (2.3163652666683854) | > grad_norm_0: tensor(8.5960, device='cuda:0') (tensor(8.9588, device='cuda:0')) | > loss_gen: 2.488144874572754 (2.4782662309449295) | > loss_kl: 1.835511565208435 (1.9324893129282985) | > loss_feat: 6.877688407897949 (6.912045774788692) | > loss_mel: 17.384897232055664 (17.369825297388537) | > loss_duration: 1.967301845550537 (2.009707015136193) | > loss_1: 30.553544998168945 (30.702333581858667) | > grad_norm_1: tensor(132.0249, device='cuda:0') (tensor(95.8146, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3478 (0.3635904460117735) | > loader_time: 0.0031 (0.003167423708685513)  --> TIME: 2024-06-12 03:43:12 -- STEP: 54/330 -- GLOBAL_STEP: 359975 | > loss_disc: 2.2992305755615234 (2.3312855914787014) | > loss_disc_real_0: 0.10862846672534943 (0.10556252190360317) | > loss_disc_real_1: 0.2009114772081375 (0.19550073422767497) | > loss_disc_real_2: 0.21721844375133514 (0.20731043760423307) | > loss_disc_real_3: 0.2250095158815384 (0.22518975811975975) | > loss_disc_real_4: 0.21889227628707886 (0.2289152509636349) | > loss_disc_real_5: 0.208929643034935 (0.22238768664775072) | > loss_0: 2.2992305755615234 (2.3312855914787014) | > grad_norm_0: tensor(9.0808, device='cuda:0') (tensor(9.0401, device='cuda:0')) | > loss_gen: 2.496500253677368 (2.47690491323118) | > loss_kl: 1.8804205656051636 (1.9605707636585943) | > loss_feat: 7.9865193367004395 (6.895550586559154) | > loss_mel: 17.917434692382812 (17.27075555589464) | > loss_duration: 1.9348186254501343 (1.990188658237457) | > loss_1: 32.215694427490234 (30.593970440052175) | > grad_norm_1: tensor(113.1102, device='cuda:0') (tensor(102.8297, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3641 (0.370439021675675) | > loader_time: 0.0033 (0.0032432344224717882)  --> TIME: 2024-06-12 03:43:22 -- STEP: 79/330 -- GLOBAL_STEP: 360000 | > loss_disc: 2.3573968410491943 (2.345913075193574) | > loss_disc_real_0: 0.09291193634271622 (0.10794770896812028) | > loss_disc_real_1: 0.18797072768211365 (0.1959815632693375) | > loss_disc_real_2: 0.1997663974761963 (0.2101892923252492) | > loss_disc_real_3: 0.23322881758213043 (0.22604557117329369) | > loss_disc_real_4: 0.21646779775619507 (0.22952101917206486) | > loss_disc_real_5: 0.21319419145584106 (0.22286344706257688) | > loss_0: 2.3573968410491943 (2.345913075193574) | > grad_norm_0: tensor(13.6180, device='cuda:0') (tensor(10.8480, device='cuda:0')) | > loss_gen: 2.4244778156280518 (2.4759709865232074) | > loss_kl: 2.042339324951172 (1.9693203213848645) | > loss_feat: 6.738654613494873 (6.928583742697028) | > loss_mel: 17.320415496826172 (17.33999991115136) | > loss_duration: 1.9392411708831787 (1.9848073207879369) | > loss_1: 30.465129852294922 (30.698682278017454) | > grad_norm_1: tensor(324.4026, device='cuda:0') (tensor(140.6333, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.4034 (0.3714736926404736) | > loader_time: 0.0036 (0.0033958380735373194) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_360000.pth  --> TIME: 2024-06-12 03:43:37 -- STEP: 104/330 -- GLOBAL_STEP: 360025 | > loss_disc: 2.3369715213775635 (2.3439563512802115) | > loss_disc_real_0: 0.09760957956314087 (0.10844745279218142) | > loss_disc_real_1: 0.1838543862104416 (0.19468498358932826) | > loss_disc_real_2: 0.20565834641456604 (0.21050081573999846) | > loss_disc_real_3: 0.22649289667606354 (0.22596360069627947) | > loss_disc_real_4: 0.24254131317138672 (0.23089332749637273) | > loss_disc_real_5: 0.21899482607841492 (0.2219360417758043) | > loss_0: 2.3369715213775635 (2.3439563512802115) | > grad_norm_0: tensor(22.6725, device='cuda:0') (tensor(13.1139, device='cuda:0')) | > loss_gen: 2.5758538246154785 (2.4820562555239767) | > loss_kl: 2.1663618087768555 (1.9862924126478343) | > loss_feat: 7.401817321777344 (6.951614430317512) | > loss_mel: 16.541696548461914 (17.287465792435874) | > loss_duration: 2.0333266258239746 (1.9873100140920053) | > loss_1: 30.71905517578125 (30.694738956598137) | > grad_norm_1: tensor(370.7802, device='cuda:0') (tensor(168.7410, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3924 (0.3740196663599748) | > loader_time: 0.0038 (0.003573795923819909)  --> TIME: 2024-06-12 03:43:46 -- STEP: 129/330 -- GLOBAL_STEP: 360050 | > loss_disc: 2.2591004371643066 (2.3469286944515013) | > loss_disc_real_0: 0.09333474189043045 (0.11043672188538914) | > loss_disc_real_1: 0.19413980841636658 (0.1955726325742958) | > loss_disc_real_2: 0.19626100361347198 (0.21049024037612502) | > loss_disc_real_3: 0.2463228553533554 (0.22717404261577961) | > loss_disc_real_4: 0.22108635306358337 (0.23006949960723405) | > loss_disc_real_5: 0.1982927769422531 (0.2203363284122112) | > loss_0: 2.2591004371643066 (2.3469286944515013) | > grad_norm_0: tensor(13.1618, device='cuda:0') (tensor(14.0955, device='cuda:0')) | > loss_gen: 2.5681350231170654 (2.486216094142708) | > loss_kl: 2.123828411102295 (2.0025060980818994) | > loss_feat: 6.947933673858643 (6.963511551997458) | > loss_mel: 17.73093605041504 (17.274079064066107) | > loss_duration: 1.976731538772583 (1.9902632596880891) | > loss_1: 31.347564697265625 (30.716576095699338) | > grad_norm_1: tensor(232.7025, device='cuda:0') (tensor(185.5887, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3875 (0.375265171361524) | > loader_time: 0.0044 (0.003668295320614364)  --> TIME: 2024-06-12 03:43:56 -- STEP: 154/330 -- GLOBAL_STEP: 360075 | > loss_disc: 2.3850555419921875 (2.348741560787349) | > loss_disc_real_0: 0.12039385735988617 (0.11122890798883008) | > loss_disc_real_1: 0.20106585323810577 (0.19600428050601632) | > loss_disc_real_2: 0.21204771101474762 (0.2111064073714343) | > loss_disc_real_3: 0.20831477642059326 (0.22731853121673906) | > loss_disc_real_4: 0.2756553292274475 (0.23089350663222274) | > loss_disc_real_5: 0.20700758695602417 (0.2204605435783213) | > loss_0: 2.3850555419921875 (2.348741560787349) | > grad_norm_0: tensor(43.8713, device='cuda:0') (tensor(15.7871, device='cuda:0')) | > loss_gen: 2.3508553504943848 (2.492607799443333) | > loss_kl: 2.0816190242767334 (2.017503781752153) | > loss_feat: 7.022513389587402 (6.977189144530854) | > loss_mel: 16.89120864868164 (17.263740812029166) | > loss_duration: 2.0061988830566406 (1.9942289807579734) | > loss_1: 30.35239601135254 (30.74527054328423) | > grad_norm_1: tensor(309.0901, device='cuda:0') (tensor(206.7831, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3673 (0.37608216644881604) | > loader_time: 0.0057 (0.0037673944002622134)  --> TIME: 2024-06-12 03:44:06 -- STEP: 179/330 -- GLOBAL_STEP: 360100 | > loss_disc: 2.4574551582336426 (2.35063551924082) | > loss_disc_real_0: 0.17631390690803528 (0.11281543399868067) | > loss_disc_real_1: 0.1913328617811203 (0.19573249796915312) | > loss_disc_real_2: 0.20197677612304688 (0.2113797389928189) | > loss_disc_real_3: 0.2155754566192627 (0.22795281197105707) | > loss_disc_real_4: 0.2196861058473587 (0.2310198145871722) | > loss_disc_real_5: 0.20264151692390442 (0.21936467547989424) | > loss_0: 2.4574551582336426 (2.35063551924082) | > grad_norm_0: tensor(26.1000, device='cuda:0') (tensor(17.5292, device='cuda:0')) | > loss_gen: 2.401510238647461 (2.5022583513952505) | > loss_kl: 2.0266213417053223 (2.027988499769285) | > loss_feat: 6.732419013977051 (6.990255190673487) | > loss_mel: 17.261734008789062 (17.243047421204984) | > loss_duration: 2.0487730503082275 (2.001276397172299) | > loss_1: 30.471057891845703 (30.764825895511905) | > grad_norm_1: tensor(194.3814, device='cuda:0') (tensor(232.9623, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3842 (0.377112060951787) | > loader_time: 0.0044 (0.0039005852278384415)  --> TIME: 2024-06-12 03:44:16 -- STEP: 204/330 -- GLOBAL_STEP: 360125 | > loss_disc: 2.2353062629699707 (2.3500538900786747) | > loss_disc_real_0: 0.10187360644340515 (0.11311058426166283) | > loss_disc_real_1: 0.16611717641353607 (0.19568034005807888) | > loss_disc_real_2: 0.19449758529663086 (0.21096899323895865) | > loss_disc_real_3: 0.2263164073228836 (0.22834652224007776) | > loss_disc_real_4: 0.20041817426681519 (0.23129010806773223) | > loss_disc_real_5: 0.17852142453193665 (0.2197217111494027) | > loss_0: 2.2353062629699707 (2.3500538900786747) | > grad_norm_0: tensor(25.1782, device='cuda:0') (tensor(19.5794, device='cuda:0')) | > loss_gen: 2.6627373695373535 (2.50916706346998) | > loss_kl: 2.1190309524536133 (2.030545202540416) | > loss_feat: 8.019481658935547 (7.021990895271301) | > loss_mel: 17.175878524780273 (17.21184868438572) | > loss_duration: 2.026472568511963 (2.0091115879077543) | > loss_1: 32.00360107421875 (30.782663485583136) | > grad_norm_1: tensor(597.2172, device='cuda:0') (tensor(256.7697, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.3923 (0.37915700907800715) | > loader_time: 0.0044 (0.004005170335956649)  --> TIME: 2024-06-12 03:44:26 -- STEP: 229/330 -- GLOBAL_STEP: 360150 | > loss_disc: 2.358159303665161 (2.3518806774022787) | > loss_disc_real_0: 0.09966932982206345 (0.11464899446506169) | > loss_disc_real_1: 0.22080422937870026 (0.19566094302714646) | > loss_disc_real_2: 0.20476779341697693 (0.21055770662153653) | > loss_disc_real_3: 0.2274862825870514 (0.22852706922193802) | > loss_disc_real_4: 0.25630074739456177 (0.23101402318113234) | > loss_disc_real_5: 0.23895922303199768 (0.21962270381409008) | > loss_0: 2.358159303665161 (2.3518806774022787) | > grad_norm_0: tensor(5.7645, device='cuda:0') (tensor(20.4443, device='cuda:0')) | > loss_gen: 2.512667417526245 (2.5057594390935773) | > loss_kl: 2.147814989089966 (2.034382477597897) | > loss_feat: 6.850372314453125 (7.007148867611281) | > loss_mel: 17.063663482666016 (17.168218895858033) | > loss_duration: 2.1324219703674316 (2.018367799608988) | > loss_1: 30.706939697265625 (30.733877481852037) | > grad_norm_1: tensor(103.3240, device='cuda:0') (tensor(266.4258, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.4266 (0.381819592813217) | > loader_time: 0.0072 (0.004145659734067959)  --> TIME: 2024-06-12 03:44:37 -- STEP: 254/330 -- GLOBAL_STEP: 360175 | > loss_disc: 2.4037728309631348 (2.3547250839668927) | > loss_disc_real_0: 0.14398342370986938 (0.11628687801206207) | > loss_disc_real_1: 0.179406076669693 (0.19572813533187847) | > loss_disc_real_2: 0.18863219022750854 (0.21041499377470316) | > loss_disc_real_3: 0.2616293728351593 (0.2285111076601847) | > loss_disc_real_4: 0.2616848647594452 (0.23142784810441686) | > loss_disc_real_5: 0.24148191511631012 (0.22027004181634724) | > loss_0: 2.4037728309631348 (2.3547250839668927) | > grad_norm_0: tensor(9.3534, device='cuda:0') (tensor(20.1167, device='cuda:0')) | > loss_gen: 2.4218084812164307 (2.500499741298946) | > loss_kl: 2.2272229194641113 (2.0388864743427946) | > loss_feat: 6.637231826782227 (7.006929284944309) | > loss_mel: 16.397680282592773 (17.119208621227834) | > loss_duration: 2.0695042610168457 (2.0258036044638925) | > loss_1: 29.753446578979492 (30.691327718299206) | > grad_norm_1: tensor(266.0938, device='cuda:0') (tensor(262.3592, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.4324 (0.38550374545450283) | > loader_time: 0.0056 (0.004290219367019774)  --> TIME: 2024-06-12 03:44:48 -- STEP: 279/330 -- GLOBAL_STEP: 360200 | > loss_disc: 2.465449094772339 (2.356207179339555) | > loss_disc_real_0: 0.11406456679105759 (0.11677391351764775) | > loss_disc_real_1: 0.20705175399780273 (0.19580453276420576) | > loss_disc_real_2: 0.23816561698913574 (0.21042654617926554) | > loss_disc_real_3: 0.2548338770866394 (0.22842258716996852) | > loss_disc_real_4: 0.2469436377286911 (0.23146612311990458) | > loss_disc_real_5: 0.22108972072601318 (0.22039371557987722) | > loss_0: 2.465449094772339 (2.356207179339555) | > grad_norm_0: tensor(7.9400, device='cuda:0') (tensor(19.7495, device='cuda:0')) | > loss_gen: 2.4080231189727783 (2.4941419811658965) | > loss_kl: 2.035144090652466 (2.044520711386074) | > loss_feat: 7.2953667640686035 (7.004229533629605) | > loss_mel: 16.01123809814453 (17.07612030138679) | > loss_duration: 2.1334004402160645 (2.0352569506587095) | > loss_1: 29.8831729888916 (30.65426949531801) | > grad_norm_1: tensor(163.1166, device='cuda:0') (tensor(256.7506, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.4381 (0.3900796897095164) | > loader_time: 0.0061 (0.0044494811779282)  --> TIME: 2024-06-12 03:45:00 -- STEP: 304/330 -- GLOBAL_STEP: 360225 | > loss_disc: 2.3646080493927 (2.360524405774316) | > loss_disc_real_0: 0.12075352668762207 (0.11810597353369783) | > loss_disc_real_1: 0.2228873074054718 (0.19622138583738544) | > loss_disc_real_2: 0.2266228199005127 (0.2108253251859232) | > loss_disc_real_3: 0.24412372708320618 (0.22887968840567688) | > loss_disc_real_4: 0.2525636553764343 (0.2316218178817316) | > loss_disc_real_5: 0.20727935433387756 (0.22060650557671727) | > loss_0: 2.3646080493927 (2.360524405774316) | > grad_norm_0: tensor(21.2529, device='cuda:0') (tensor(20.0561, device='cuda:0')) | > loss_gen: 2.3870527744293213 (2.487598521929039) | > loss_kl: 2.1002097129821777 (2.048240811024839) | > loss_feat: 7.44851541519165 (7.010657810851147) | > loss_mel: 16.564435958862305 (17.025358052630178) | > loss_duration: 2.1680908203125 (2.046346586001547) | > loss_1: 30.668304443359375 (30.618201839296443) | > grad_norm_1: tensor(218.0086, device='cuda:0') (tensor(261.9586, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 0.4684 (0.39657322591856903) | > loader_time: 0.0064 (0.004612888160504793)  --> TIME: 2024-06-12 03:45:29 -- STEP: 329/330 -- GLOBAL_STEP: 360250 | > loss_disc: 2.57511568069458 (2.3652542209915106) | > loss_disc_real_0: 0.17087458074092865 (0.11999886292726436) | > loss_disc_real_1: 0.29466643929481506 (0.19686819273287756) | > loss_disc_real_2: 0.24908578395843506 (0.21130510462634833) | > loss_disc_real_3: 0.22001630067825317 (0.2287409794729169) | > loss_disc_real_4: 0.16705670952796936 (0.23130912856852753) | > loss_disc_real_5: 0.2204798310995102 (0.22073182096778446) | > loss_0: 2.57511568069458 (2.3652542209915106) | > grad_norm_0: tensor(11.7038, device='cuda:0') (tensor(20.4194, device='cuda:0')) | > loss_gen: 2.182095766067505 (2.484850407371406) | > loss_kl: 2.1694235801696777 (2.0570564139577736) | > loss_feat: 10.449087142944336 (7.110182866499417) | > loss_mel: 17.6086483001709 (17.00460913695826) | > loss_duration: 2.27646803855896 (2.0611955409354343) | > loss_1: 34.68572235107422 (30.717894394709347) | > grad_norm_1: tensor(219.2615, device='cuda:0') (tensor(271.0884, device='cuda:0')) | > current_lr_0: 0.00018042423311475828 | > current_lr_1: 0.00018042423311475828 | > step_time: 14.496 (0.4523542202714729) | > loader_time: 0.0333 (0.005067326739928643)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.703409194946289 (2.703409194946289) | > loss_disc_real_0: 0.20830410718917847 (0.20830410718917847) | > loss_disc_real_1: 0.1186155304312706 (0.1186155304312706) | > loss_disc_real_2: 0.3830958604812622 (0.3830958604812622) | > loss_disc_real_3: 0.376935213804245 (0.376935213804245) | > loss_disc_real_4: 0.32197993993759155 (0.32197993993759155) | > loss_disc_real_5: 0.26161593198776245 (0.26161593198776245) | > loss_0: 2.703409194946289 (2.703409194946289) | > loss_gen: 2.5246973037719727 (2.5246973037719727) | > loss_kl: 1.8378010988235474 (1.8378010988235474) | > loss_feat: 6.096758842468262 (6.096758842468262) | > loss_mel: 15.109732627868652 (15.109732627868652) | > loss_duration: 3.078619956970215 (3.078619956970215) | > loss_1: 28.64760971069336 (28.64760971069336)  --> STEP: 1 | > loss_disc: 2.3431780338287354 (2.3431780338287354) | > loss_disc_real_0: 0.11343742907047272 (0.11343742907047272) | > loss_disc_real_1: 0.12851880490779877 (0.12851880490779877) | > loss_disc_real_2: 0.28758421540260315 (0.28758421540260315) | > loss_disc_real_3: 0.29376575350761414 (0.29376575350761414) | > loss_disc_real_4: 0.2595793902873993 (0.2595793902873993) | > loss_disc_real_5: 0.2685036063194275 (0.2685036063194275) | > loss_0: 2.3431780338287354 (2.3431780338287354) | > loss_gen: 2.7988367080688477 (2.7988367080688477) | > loss_kl: 3.4486396312713623 (3.4486396312713623) | > loss_feat: 6.489366054534912 (6.489366054534912) | > loss_mel: 17.812320709228516 (17.812320709228516) | > loss_duration: 2.56431245803833 (2.56431245803833) | > loss_1: 33.11347579956055 (33.11347579956055)  --> STEP: 2 | > loss_disc: 2.523996353149414 (2.4335871934890747) | > loss_disc_real_0: 0.21358048915863037 (0.16350895911455154) | > loss_disc_real_1: 0.19336514174938202 (0.1609419733285904) | > loss_disc_real_2: 0.32102832198143005 (0.3043062686920166) | > loss_disc_real_3: 0.31282588839530945 (0.3032958209514618) | > loss_disc_real_4: 0.26852816343307495 (0.2640537768602371) | > loss_disc_real_5: 0.2712946832180023 (0.2698991447687149) | > loss_0: 2.523996353149414 (2.4335871934890747) | > loss_gen: 2.805950164794922 (2.8023934364318848) | > loss_kl: 3.8846986293792725 (3.6666691303253174) | > loss_feat: 6.18998384475708 (6.339674949645996) | > loss_mel: 17.74858283996582 (17.780451774597168) | > loss_duration: 2.4267678260803223 (2.495540142059326) | > loss_1: 33.05598449707031 (33.08473014831543)  --> STEP: 3 | > loss_disc: 2.5988004207611084 (2.4886582692464194) | > loss_disc_real_0: 0.18894429504871368 (0.17198740442593893) | > loss_disc_real_1: 0.21171554923057556 (0.1778664986292521) | > loss_disc_real_2: 0.3322821259498596 (0.3136315544446309) | > loss_disc_real_3: 0.313732385635376 (0.30677467584609985) | > loss_disc_real_4: 0.2788976728916168 (0.26900174220403034) | > loss_disc_real_5: 0.2878810167312622 (0.275893102089564) | > loss_0: 2.5988004207611084 (2.4886582692464194) | > loss_gen: 2.7740917205810547 (2.792959531148275) | > loss_kl: 3.6753838062286377 (3.669574022293091) | > loss_feat: 5.281146049499512 (5.986831982930501) | > loss_mel: 14.623003005981445 (16.72796885172526) | > loss_duration: 2.3491506576538086 (2.446743647257487) | > loss_1: 28.702774047851562 (31.624078114827473)  --> STEP: 4 | > loss_disc: 2.3568997383117676 (2.4557186365127563) | > loss_disc_real_0: 0.13022810220718384 (0.16154757887125015) | > loss_disc_real_1: 0.17430832982063293 (0.17697695642709732) | > loss_disc_real_2: 0.23385882377624512 (0.2936883717775345) | > loss_disc_real_3: 0.3268120288848877 (0.3117840141057968) | > loss_disc_real_4: 0.2611215114593506 (0.2670316845178604) | > loss_disc_real_5: 0.2617622911930084 (0.2723603993654251) | > loss_0: 2.3568997383117676 (2.4557186365127563) | > loss_gen: 2.6981098651885986 (2.7692471146583557) | > loss_kl: 3.600494146347046 (3.6523040533065796) | > loss_feat: 6.961540222167969 (6.230509042739868) | > loss_mel: 18.646451950073242 (17.207589626312256) | > loss_duration: 2.3312339782714844 (2.4178662300109863) | > loss_1: 34.237831115722656 (32.27751636505127)  --> STEP: 5 | > loss_disc: 2.2797963619232178 (2.4205341815948485) | > loss_disc_real_0: 0.1341615617275238 (0.15607037544250488) | > loss_disc_real_1: 0.18308953940868378 (0.1781994730234146) | > loss_disc_real_2: 0.23654232919216156 (0.2822591632604599) | > loss_disc_real_3: 0.24171660840511322 (0.2977705329656601) | > loss_disc_real_4: 0.2639569938182831 (0.26641674637794494) | > loss_disc_real_5: 0.22248393297195435 (0.26238510608673093) | > loss_0: 2.2797963619232178 (2.4205341815948485) | > loss_gen: 2.514538526535034 (2.7183053970336912) | > loss_kl: 2.909503221511841 (3.503743886947632) | > loss_feat: 5.941779136657715 (6.172763061523438) | > loss_mel: 19.6333065032959 (17.692733001708984) | > loss_duration: 2.2741329669952393 (2.389119577407837) | > loss_1: 33.273258209228516 (32.47666473388672)  --> STEP: 6 | > loss_disc: 2.663980484008789 (2.4611085653305054) | > loss_disc_real_0: 0.1526767611503601 (0.15550477306048074) | > loss_disc_real_1: 0.20838791131973267 (0.18323087940613428) | > loss_disc_real_2: 0.34127405285835266 (0.29209497819344205) | > loss_disc_real_3: 0.35225710272789 (0.30685162792603177) | > loss_disc_real_4: 0.3021409511566162 (0.2723707805077235) | > loss_disc_real_5: 0.3385509252548218 (0.2750794092814128) | > loss_0: 2.663980484008789 (2.4611085653305054) | > loss_gen: 2.4874682426452637 (2.6798325379689536) | > loss_kl: 3.3649909496307373 (3.480618397394816) | > loss_feat: 4.216200351715088 (5.846669276555379) | > loss_mel: 14.836554527282715 (17.21670325597127) | > loss_duration: 2.2183382511138916 (2.3606560230255127) | > loss_1: 27.123552322387695 (31.584479331970215)  --> STEP: 7 | > loss_disc: 2.4518215656280518 (2.4597818510872975) | > loss_disc_real_0: 0.12869516015052795 (0.15167482835905893) | > loss_disc_real_1: 0.16541217267513275 (0.18068534987313406) | > loss_disc_real_2: 0.18895511329174042 (0.27736071177891325) | > loss_disc_real_3: 0.33121076226234436 (0.31033150425979067) | > loss_disc_real_4: 0.30170580744743347 (0.2765614986419678) | > loss_disc_real_5: 0.41361337900161743 (0.2948699763842991) | > loss_0: 2.4518215656280518 (2.4597818510872975) | > loss_gen: 2.4954469203948975 (2.653491735458374) | > loss_kl: 4.223440647125244 (3.58673586164202) | > loss_feat: 4.733800888061523 (5.687688078199114) | > loss_mel: 17.16395378112793 (17.209167616707937) | > loss_duration: 2.4927725791931152 (2.3795298167637418) | > loss_1: 31.10941505432129 (31.516613006591797)  --> STEP: 8 | > loss_disc: 2.226445198059082 (2.4306147694587708) | > loss_disc_real_0: 0.14570611715316772 (0.15092873945832253) | > loss_disc_real_1: 0.1870984584093094 (0.18148698844015598) | > loss_disc_real_2: 0.272931307554245 (0.2768070362508297) | > loss_disc_real_3: 0.254088431596756 (0.30330112017691135) | > loss_disc_real_4: 0.1677425056695938 (0.26295912452042103) | > loss_disc_real_5: 0.18599918484687805 (0.2812611274421215) | > loss_0: 2.226445198059082 (2.4306147694587708) | > loss_gen: 2.5540685653686523 (2.641063839197159) | > loss_kl: 3.201171398162842 (3.538540303707123) | > loss_feat: 7.334752082824707 (5.893571078777313) | > loss_mel: 17.25370979309082 (17.2147353887558) | > loss_duration: 2.302980661392212 (2.3699611723423004) | > loss_1: 32.64668273925781 (31.65787172317505)  --> STEP: 9 | > loss_disc: 2.3573246002197266 (2.4224714173210993) | > loss_disc_real_0: 0.1100292056798935 (0.14638434681627485) | > loss_disc_real_1: 0.10875857621431351 (0.1734060537483957) | > loss_disc_real_2: 0.2908783555030823 (0.27837051616774666) | > loss_disc_real_3: 0.28464603424072266 (0.3012283328506682) | > loss_disc_real_4: 0.24747930467128754 (0.261239144537184) | > loss_disc_real_5: 0.2516619563102722 (0.2779723306496938) | > loss_0: 2.3573246002197266 (2.4224714173210993) | > loss_gen: 2.4245762825012207 (2.6170096662309437) | > loss_kl: 1.9565160274505615 (3.362759828567505) | > loss_feat: 9.539765357971191 (6.298703776465522) | > loss_mel: 19.8477840423584 (17.507296350267197) | > loss_duration: 2.14493989944458 (2.3449588086869984) | > loss_1: 35.91358184814453 (32.13072840372721)  --> STEP: 10 | > loss_disc: 2.4422054290771484 (2.424444818496704) | > loss_disc_real_0: 0.16553284227848053 (0.14829919636249542) | > loss_disc_real_1: 0.21264907717704773 (0.1773303560912609) | > loss_disc_real_2: 0.34093567728996277 (0.2846270322799683) | > loss_disc_real_3: 0.30293363332748413 (0.3013988628983498) | > loss_disc_real_4: 0.2871013581752777 (0.26382536590099337) | > loss_disc_real_5: 0.31109219789505005 (0.28128431737422943) | > loss_0: 2.4422054290771484 (2.424444818496704) | > loss_gen: 2.8937788009643555 (2.6446865797042847) | > loss_kl: 3.0980021953582764 (3.336284065246582) | > loss_feat: 5.539621353149414 (6.222795534133911) | > loss_mel: 16.782730102539062 (17.434839725494385) | > loss_duration: 2.3460612297058105 (2.3450690507888794) | > loss_1: 30.660194396972656 (31.983675003051758)  --> STEP: 11 | > loss_disc: 2.5498528480529785 (2.4358455484563653) | > loss_disc_real_0: 0.1882154941558838 (0.1519279507073489) | > loss_disc_real_1: 0.1923472136259079 (0.178695524958047) | > loss_disc_real_2: 0.33988723158836365 (0.2896506867625497) | > loss_disc_real_3: 0.3138848543167114 (0.30253395302729175) | > loss_disc_real_4: 0.24607712030410767 (0.2622118890285492) | > loss_disc_real_5: 0.25472408533096313 (0.2788697508248416) | > loss_0: 2.5498528480529785 (2.4358455484563653) | > loss_gen: 2.6619935035705566 (2.6462599364194004) | > loss_kl: 3.7240684032440186 (3.3715371868827124) | > loss_feat: 5.313503742218018 (6.140132643959739) | > loss_mel: 17.933515548706055 (17.4801738912409) | > loss_duration: 2.558126449584961 (2.3644379052248867) | > loss_1: 32.19120788574219 (32.00254162875089)  --> STEP: 12 | > loss_disc: 2.2817020416259766 (2.4230002562204995) | > loss_disc_real_0: 0.10888051986694336 (0.14834066480398178) | > loss_disc_real_1: 0.11409801244735718 (0.17331239891548952) | > loss_disc_real_2: 0.23212555050849915 (0.28485692540804547) | > loss_disc_real_3: 0.29548919200897217 (0.30194688960909843) | > loss_disc_real_4: 0.21188226342201233 (0.25801775356133777) | > loss_disc_real_5: 0.21519799530506134 (0.27356377119819325) | > loss_0: 2.2817020416259766 (2.4230002562204995) | > loss_gen: 2.4662668704986572 (2.6312605142593384) | > loss_kl: 2.8380892276763916 (3.327083190282186) | > loss_feat: 6.945955753326416 (6.207284569740295) | > loss_mel: 17.451162338256836 (17.477756261825558) | > loss_duration: 2.282369375228882 (2.357598861058553) | > loss_1: 31.983842849731445 (32.00098339716593)  --> STEP: 13 | > loss_disc: 2.4271492958068848 (2.42331941311176) | > loss_disc_real_0: 0.16693295538425446 (0.1497708410024643) | > loss_disc_real_1: 0.22031955420970917 (0.1769283339381218) | > loss_disc_real_2: 0.29419195652008057 (0.2855750047243558) | > loss_disc_real_3: 0.2913667857646942 (0.3011330354672212) | > loss_disc_real_4: 0.22164921462535858 (0.25522017364318555) | > loss_disc_real_5: 0.17444302141666412 (0.2659390981380756) | > loss_0: 2.4271492958068848 (2.42331941311176) | > loss_gen: 2.80080246925354 (2.6443022031050463) | > loss_kl: 3.6097207069396973 (3.348824537717379) | > loss_feat: 6.699212551116943 (6.245125183692346) | > loss_mel: 15.876363754272461 (17.354572222783013) | > loss_duration: 2.2435309886932373 (2.3488244093381443) | > loss_1: 31.229629516601562 (31.941648483276367)  --> STEP: 14 | > loss_disc: 2.468001365661621 (2.426510981151036) | > loss_disc_real_0: 0.12802430987358093 (0.1482175173504012) | > loss_disc_real_1: 0.13900624215602875 (0.1742196130965437) | > loss_disc_real_2: 0.29801875352859497 (0.2864638439246586) | > loss_disc_real_3: 0.27459079027175903 (0.29923716081040247) | > loss_disc_real_4: 0.2627886235713959 (0.25576077720948626) | > loss_disc_real_5: 0.2982117533683777 (0.2682442877973829) | > loss_0: 2.468001365661621 (2.426510981151036) | > loss_gen: 2.4483585357666016 (2.630306226866586) | > loss_kl: 3.5838561058044434 (3.365612506866455) | > loss_feat: 7.200632095336914 (6.313375677381243) | > loss_mel: 17.551652908325195 (17.368649414607454) | > loss_duration: 2.4288599491119385 (2.354541233607701) | > loss_1: 33.21335983276367 (32.032485008239746)  --> STEP: 15 | > loss_disc: 2.543671131134033 (2.434321657816569) | > loss_disc_real_0: 0.17763277888298035 (0.15017853478590648) | > loss_disc_real_1: 0.18281780183315277 (0.17479282567898433) | > loss_disc_real_2: 0.32579296827316284 (0.28908578554789227) | > loss_disc_real_3: 0.3108954131603241 (0.30001437763373057) | > loss_disc_real_4: 0.23985129594802856 (0.2547001451253891) | > loss_disc_real_5: 0.22720301151275635 (0.26550820271174114) | > loss_0: 2.543671131134033 (2.434321657816569) | > loss_gen: 2.4458770751953125 (2.618010950088501) | > loss_kl: 3.5294134616851807 (3.3765325705210367) | > loss_feat: 7.844063758850098 (6.415421549479166) | > loss_mel: 17.161319732666016 (17.354827435811355) | > loss_duration: 2.3770735263824463 (2.3560433864593504) | > loss_1: 33.357749938964844 (32.12083600362142)  --> STEP: 16 | > loss_disc: 2.672550916671753 (2.449210986495018) | > loss_disc_real_0: 0.2453281730413437 (0.1561253871768713) | > loss_disc_real_1: 0.1796623319387436 (0.17509716982021928) | > loss_disc_real_2: 0.28101685643196106 (0.28858147747814655) | > loss_disc_real_3: 0.33897829055786133 (0.30244962219148874) | > loss_disc_real_4: 0.3387163281440735 (0.2599511565640569) | > loss_disc_real_5: 0.26251354813575745 (0.26532103680074215) | > loss_0: 2.672550916671753 (2.449210986495018) | > loss_gen: 2.6761221885681152 (2.621642902493477) | > loss_kl: 2.724365472793579 (3.3357721269130707) | > loss_feat: 6.033944129943848 (6.391579210758209) | > loss_mel: 15.661214828491211 (17.248976647853848) | > loss_duration: 2.4172255992889404 (2.3598672747612) | > loss_1: 29.51287269592285 (31.95783829689026)  --> STEP: 17 | > loss_disc: 2.8140110969543457 (2.470669816522037) | > loss_disc_real_0: 0.31947070360183716 (0.1657339352018693) | > loss_disc_real_1: 0.17926612496376038 (0.1753424024757217) | > loss_disc_real_2: 0.380953311920166 (0.29401511479826536) | > loss_disc_real_3: 0.38102394342422485 (0.30707164108753204) | > loss_disc_real_4: 0.32851818203926086 (0.26398451100377474) | > loss_disc_real_5: 0.3277594745159149 (0.26899388607810526) | > loss_0: 2.8140110969543457 (2.470669816522037) | > loss_gen: 2.8234050273895264 (2.6335112627814796) | > loss_kl: 2.16971492767334 (3.2671805269577923) | > loss_feat: 4.855930805206299 (6.301246951608097) | > loss_mel: 17.346939086914062 (17.254739144269156) | > loss_duration: 2.4255824089050293 (2.3637328708873078) | > loss_1: 29.621572494506836 (31.820410896750058)  --> STEP: 18 | > loss_disc: 2.499825954437256 (2.4722896019617715) | > loss_disc_real_0: 0.12370506674051285 (0.16339899806512725) | > loss_disc_real_1: 0.08593349903821945 (0.17037524117363823) | > loss_disc_real_2: 0.2518789768218994 (0.2916742182440228) | > loss_disc_real_3: 0.25961968302726746 (0.3044354211952951) | > loss_disc_real_4: 0.2684488594532013 (0.2642325303620762) | > loss_disc_real_5: 0.23632627725601196 (0.2671790189213223) | > loss_0: 2.499825954437256 (2.4722896019617715) | > loss_gen: 2.369563579559326 (2.6188475026024713) | > loss_kl: 2.9967312812805176 (3.2521555688646107) | > loss_feat: 9.701305389404297 (6.490139087041219) | > loss_mel: 19.03586196899414 (17.353690412309433) | > loss_duration: 2.2327075004577637 (2.356453683641222) | > loss_1: 36.3361701965332 (32.07128641340468)  --> STEP: 19 | > loss_disc: 2.4825172424316406 (2.4728278988286068) | > loss_disc_real_0: 0.1933647096157074 (0.16497614077831568) | > loss_disc_real_1: 0.21290293335914612 (0.17261354076234917) | > loss_disc_real_2: 0.3352072834968567 (0.2939654322046983) | > loss_disc_real_3: 0.2772221267223358 (0.3030031425388236) | > loss_disc_real_4: 0.2499905675649643 (0.26348295337275457) | > loss_disc_real_5: 0.29091233015060425 (0.2684281405649687) | > loss_0: 2.4825172424316406 (2.4728278988286068) | > loss_gen: 2.9764838218688965 (2.6376704667743884) | > loss_kl: 2.405878782272339 (3.2076146853597542) | > loss_feat: 6.470355033874512 (6.4890978210850765) | > loss_mel: 16.436254501342773 (17.305404311732243) | > loss_duration: 2.3239381313323975 (2.3547423387828625) | > loss_1: 30.612911224365234 (31.994529824507865)  --> STEP: 20 | > loss_disc: 2.3392333984375 (2.4661481738090516) | > loss_disc_real_0: 0.1461409330368042 (0.16403438039124013) | > loss_disc_real_1: 0.19703054428100586 (0.17383439093828199) | > loss_disc_real_2: 0.3672480881214142 (0.29762956500053406) | > loss_disc_real_3: 0.31790706515312195 (0.3037483386695385) | > loss_disc_real_4: 0.22666439414024353 (0.261642025411129) | > loss_disc_real_5: 0.12217757105827332 (0.26111561208963396) | > loss_0: 2.3392333984375 (2.4661481738090516) | > loss_gen: 2.7526419162750244 (2.6434190392494203) | > loss_kl: 2.2620553970336914 (3.1603367209434508) | > loss_feat: 7.865388870239258 (6.557912373542786) | > loss_mel: 17.77132797241211 (17.328700494766235) | > loss_duration: 2.2854666709899902 (2.351278555393219) | > loss_1: 32.93688201904297 (32.04164743423462)  --> STEP: 21 | > loss_disc: 2.488673448562622 (2.467220805940174) | > loss_disc_real_0: 0.16065646708011627 (0.1638735273764247) | > loss_disc_real_1: 0.17878207564353943 (0.17406999497186568) | > loss_disc_real_2: 0.30642566084861755 (0.29804842670758563) | > loss_disc_real_3: 0.30188149213790894 (0.30365944121565136) | > loss_disc_real_4: 0.2909374237060547 (0.26303704437755404) | > loss_disc_real_5: 0.2837230861186981 (0.2621921584719703) | > loss_0: 2.488673448562622 (2.467220805940174) | > loss_gen: 2.6517586708068848 (2.6438161645616804) | > loss_kl: 2.958857774734497 (3.1507424854096913) | > loss_feat: 6.010074138641357 (6.53182483854748) | > loss_mel: 17.992433547973633 (17.360306830633256) | > loss_duration: 2.179494857788086 (2.343098379316784) | > loss_1: 31.792617797851562 (32.02978888012114)  --> STEP: 22 | > loss_disc: 2.1791915893554688 (2.4541285688226875) | > loss_disc_real_0: 0.0910198837518692 (0.16056199812076308) | > loss_disc_real_1: 0.17967256903648376 (0.17432465742934833) | > loss_disc_real_2: 0.2668823301792145 (0.2966317859562961) | > loss_disc_real_3: 0.27691516280174255 (0.3024437921968373) | > loss_disc_real_4: 0.22512832283973694 (0.2613139206712896) | > loss_disc_real_5: 0.22429661452770233 (0.2604696337472308) | > loss_0: 2.1791915893554688 (2.4541285688226875) | > loss_gen: 2.6894264221191406 (2.6458893580870195) | > loss_kl: 2.5967843532562256 (3.1255625703118066) | > loss_feat: 8.234892845153809 (6.609237020665949) | > loss_mel: 18.416128158569336 (17.408298709175806) | > loss_duration: 2.2083487510681152 (2.336973396214572) | > loss_1: 34.14558029174805 (32.12596121701327)  --> STEP: 23 | > loss_disc: 2.5129504203796387 (2.4566860406295112) | > loss_disc_real_0: 0.29937297105789185 (0.16659725781368173) | > loss_disc_real_1: 0.1808200478553772 (0.1746070657087409) | > loss_disc_real_2: 0.45510730147361755 (0.30352202576139703) | > loss_disc_real_3: 0.36879220604896545 (0.305328505842582) | > loss_disc_real_4: 0.2512437403202057 (0.2608760867429816) | > loss_disc_real_5: 0.2548983097076416 (0.26022740226724866) | > loss_0: 2.5129504203796387 (2.4566860406295112) | > loss_gen: 3.4952054023742676 (2.6828161426212476) | > loss_kl: 2.655789852142334 (3.1051376695218296) | > loss_feat: 7.237460613250732 (6.636551089908766) | > loss_mel: 15.302739143371582 (17.316752641097363) | > loss_duration: 2.3144049644470215 (2.335992160050765) | > loss_1: 31.005599975585938 (32.077249858690344)  --> STEP: 24 | > loss_disc: 2.1262435913085938 (2.44291760524114) | > loss_disc_real_0: 0.07823377847671509 (0.16291544617464146) | > loss_disc_real_1: 0.16039060056209564 (0.17401471299429735) | > loss_disc_real_2: 0.28535500168800354 (0.3027650664250056) | > loss_disc_real_3: 0.19673441350460052 (0.30080375199516607) | > loss_disc_real_4: 0.19926339387893677 (0.25830889120697975) | > loss_disc_real_5: 0.19503159821033478 (0.2575109104315439) | > loss_0: 2.1262435913085938 (2.44291760524114) | > loss_gen: 2.6295900344848633 (2.680598388115565) | > loss_kl: 2.453394889831543 (3.0779817203680673) | > loss_feat: 6.687596797943115 (6.638677994410197) | > loss_mel: 18.33860969543457 (17.359330018361415) | > loss_duration: 2.449887752532959 (2.340737809737523) | > loss_1: 32.559078216552734 (32.097326040267944)  --> STEP: 25 | > loss_disc: 2.6712822914123535 (2.4520521926879884) | > loss_disc_real_0: 0.3371838331222534 (0.16988618165254593) | > loss_disc_real_1: 0.2460908442735672 (0.17689775824546813) | > loss_disc_real_2: 0.35797959566116333 (0.3049736475944519) | > loss_disc_real_3: 0.33425280451774597 (0.30214171409606927) | > loss_disc_real_4: 0.25499072670936584 (0.2581761646270752) | > loss_disc_real_5: 0.29564332962036133 (0.2590362071990966) | > loss_0: 2.6712822914123535 (2.4520521926879884) | > loss_gen: 2.8864755630493164 (2.688833475112915) | > loss_kl: 3.250838279724121 (3.0848959827423097) | > loss_feat: 5.665075302124023 (6.59973388671875) | > loss_mel: 14.871983528137207 (17.259836158752446) | > loss_duration: 2.4169907569885254 (2.343787927627563) | > loss_1: 29.09136390686035 (31.97708755493164)  --> STEP: 26 | > loss_disc: 2.4655280113220215 (2.4525704934046817) | > loss_disc_real_0: 0.1826351284980774 (0.17037652576198944) | > loss_disc_real_1: 0.1975393146276474 (0.17769166426016733) | > loss_disc_real_2: 0.149628683924675 (0.29899884129946047) | > loss_disc_real_3: 0.15626835823059082 (0.2965312004089355) | > loss_disc_real_4: 0.05989793688058853 (0.25055007894451803) | > loss_disc_real_5: 0.08529843389987946 (0.2523539851491267) | > loss_0: 2.4655280113220215 (2.4525704934046817) | > loss_gen: 1.980250597000122 (2.661580287493192) | > loss_kl: 2.4954121112823486 (3.0622235261476956) | > loss_feat: 21.576452255249023 (7.175761516277607) | > loss_mel: 20.171306610107422 (17.371815791496868) | > loss_duration: 2.3430216312408447 (2.3437584546896124) | > loss_1: 48.566444396972656 (32.615139741163986) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024554270964402417 (+4.418996664194014e-05) | > avg_loss_disc: 2.4525704934046817 (-0.01689533086923456) | > avg_loss_disc_real_0: 0.17037652576198944 (+0.04211689732395685) | > avg_loss_disc_real_1: 0.17769166426016733 (-0.0017978299695712019) | > avg_loss_disc_real_2: 0.29899884129946047 (+0.04920840951112598) | > avg_loss_disc_real_3: 0.2965312004089355 (+0.021465029280919257) | > avg_loss_disc_real_4: 0.25055007894451803 (+0.014992920538553833) | > avg_loss_disc_real_5: 0.2523539851491267 (+0.014186188578605569) | > avg_loss_0: 2.4525704934046817 (-0.01689533086923456) | > avg_loss_gen: 2.661580287493192 (+0.4072728982338538) | > avg_loss_kl: 3.0622235261476956 (+0.12172584350292492) | > avg_loss_feat: 7.175761516277607 (+0.5255402234884414) | > avg_loss_mel: 17.371815791496868 (+0.5429640916677663) | > avg_loss_duration: 2.3437584546896124 (-0.025454933826740245) | > avg_loss_1: 32.615139741163986 (+1.5720483339749833)  > EPOCH: 825/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:45:35)   --> TIME: 2024-06-12 03:45:45 -- STEP: 24/330 -- GLOBAL_STEP: 360275 | > loss_disc: 2.348262071609497 (2.318155378103256) | > loss_disc_real_0: 0.10942631214857101 (0.1072574220597744) | > loss_disc_real_1: 0.217214897274971 (0.195498396952947) | > loss_disc_real_2: 0.18124806880950928 (0.2026915724078814) | > loss_disc_real_3: 0.23451386392116547 (0.22569761176904043) | > loss_disc_real_4: 0.23752807080745697 (0.2297858608265718) | > loss_disc_real_5: 0.2259589284658432 (0.22198049848278364) | > loss_0: 2.348262071609497 (2.318155378103256) | > grad_norm_0: tensor(16.8342, device='cuda:0') (tensor(11.4283, device='cuda:0')) | > loss_gen: 2.4653420448303223 (2.529961099227269) | > loss_kl: 2.044811487197876 (1.943671355644862) | > loss_feat: 7.165081977844238 (7.082758903503418) | > loss_mel: 16.411479949951172 (17.370135148366288) | > loss_duration: 1.9462536573410034 (2.0190660258134194) | > loss_1: 30.03296661376953 (30.945592482884724) | > grad_norm_1: tensor(234.4580, device='cuda:0') (tensor(165.4424, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.3583 (0.3719319701194763) | > loader_time: 0.0031 (0.0032283365726470947)  --> TIME: 2024-06-12 03:45:54 -- STEP: 49/330 -- GLOBAL_STEP: 360300 | > loss_disc: 2.415066957473755 (2.3251568151980018) | > loss_disc_real_0: 0.11599449068307877 (0.10655508905040975) | > loss_disc_real_1: 0.20018532872200012 (0.1958026733933663) | > loss_disc_real_2: 0.21876034140586853 (0.2039772077482574) | > loss_disc_real_3: 0.22712114453315735 (0.2270076074162308) | > loss_disc_real_4: 0.23065516352653503 (0.2320630504768722) | > loss_disc_real_5: 0.21133862435817719 (0.22228144322122848) | > loss_0: 2.415066957473755 (2.3251568151980018) | > grad_norm_0: tensor(8.6007, device='cuda:0') (tensor(12.0458, device='cuda:0')) | > loss_gen: 2.423737049102783 (2.518847358470061) | > loss_kl: 2.1669254302978516 (1.9795670022769851) | > loss_feat: 6.17447566986084 (7.008094865448621) | > loss_mel: 17.460494995117188 (17.292292419744992) | > loss_duration: 1.9420580863952637 (1.9894249706852185) | > loss_1: 30.16769027709961 (30.788226692044006) | > grad_norm_1: tensor(65.8177, device='cuda:0') (tensor(150.6298, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.3676 (0.366147839293188) | > loader_time: 0.0039 (0.0033953871045793805)  --> TIME: 2024-06-12 03:46:04 -- STEP: 74/330 -- GLOBAL_STEP: 360325 | > loss_disc: 2.4011659622192383 (2.335225343704223) | > loss_disc_real_0: 0.14950352907180786 (0.10805761804049079) | > loss_disc_real_1: 0.17432157695293427 (0.1955069126309575) | > loss_disc_real_2: 0.247388556599617 (0.20735590623037234) | > loss_disc_real_3: 0.24538099765777588 (0.22634729058355899) | > loss_disc_real_4: 0.24200542271137238 (0.23109101302720406) | > loss_disc_real_5: 0.2160758674144745 (0.2228015985440564) | > loss_0: 2.4011659622192383 (2.335225343704223) | > grad_norm_0: tensor(9.9580, device='cuda:0') (tensor(11.8956, device='cuda:0')) | > loss_gen: 2.5254669189453125 (2.508322735090514) | > loss_kl: 2.1464529037475586 (1.9952389162939947) | > loss_feat: 7.431100845336914 (7.059718312443914) | > loss_mel: 17.055809020996094 (17.29922871976285) | > loss_duration: 1.9155460596084595 (1.978721431783727) | > loss_1: 31.07437515258789 (30.84123003160631) | > grad_norm_1: tensor(63.7665, device='cuda:0') (tensor(144.4274, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.3671 (0.3652043729215054) | > loader_time: 0.0037 (0.003573143804395521)  --> TIME: 2024-06-12 03:46:13 -- STEP: 99/330 -- GLOBAL_STEP: 360350 | > loss_disc: 2.2337563037872314 (2.3434493589882903) | > loss_disc_real_0: 0.11191900074481964 (0.10946156784440532) | > loss_disc_real_1: 0.1985989809036255 (0.19638093643718296) | > loss_disc_real_2: 0.2076088786125183 (0.20826162292499734) | > loss_disc_real_3: 0.24400994181632996 (0.22794913297349756) | > loss_disc_real_4: 0.2465045005083084 (0.2319952348868052) | > loss_disc_real_5: 0.23352421820163727 (0.22283801316010834) | > loss_0: 2.2337563037872314 (2.3434493589882903) | > grad_norm_0: tensor(8.6087, device='cuda:0') (tensor(11.2646, device='cuda:0')) | > loss_gen: 2.6438777446746826 (2.4940396968764484) | > loss_kl: 1.8662691116333008 (1.9948625022714788) | > loss_feat: 7.234920024871826 (7.014983894849064) | > loss_mel: 16.9691219329834 (17.270019935839105) | > loss_duration: 2.001143455505371 (1.9803070407925225) | > loss_1: 30.71533203125 (30.75421300560537) | > grad_norm_1: tensor(116.1448, device='cuda:0') (tensor(134.9657, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.3711 (0.36584396073312464) | > loader_time: 0.0037 (0.0036361048919985994)  --> TIME: 2024-06-12 03:46:23 -- STEP: 124/330 -- GLOBAL_STEP: 360375 | > loss_disc: 2.306276798248291 (2.354048590506278) | > loss_disc_real_0: 0.13453395664691925 (0.11094928100224465) | > loss_disc_real_1: 0.20246610045433044 (0.19696142488429624) | > loss_disc_real_2: 0.2030588537454605 (0.20882868045760739) | > loss_disc_real_3: 0.20535916090011597 (0.22912868388718174) | > loss_disc_real_4: 0.2223038524389267 (0.23226570085652412) | > loss_disc_real_5: 0.20971716940402985 (0.22308442513308221) | > loss_0: 2.306276798248291 (2.354048590506278) | > grad_norm_0: tensor(11.4913, device='cuda:0') (tensor(11.0146, device='cuda:0')) | > loss_gen: 2.6637346744537354 (2.4892005420500234) | > loss_kl: 1.9896970987319946 (2.0013796792876337) | > loss_feat: 7.613829612731934 (6.977526241733182) | > loss_mel: 17.68781280517578 (17.235895018423765) | > loss_duration: 2.021826982498169 (1.9857423440102604) | > loss_1: 31.97690200805664 (30.689743811084377) | > grad_norm_1: tensor(47.8146, device='cuda:0') (tensor(129.0724, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.3823 (0.36921087388069396) | > loader_time: 0.0038 (0.003764335186250748)  --> TIME: 2024-06-12 03:46:33 -- STEP: 149/330 -- GLOBAL_STEP: 360400 | > loss_disc: 2.331484794616699 (2.356277486621934) | > loss_disc_real_0: 0.10742518305778503 (0.1118745579315512) | > loss_disc_real_1: 0.2014424055814743 (0.19683183939664958) | > loss_disc_real_2: 0.22266708314418793 (0.2101324568658867) | > loss_disc_real_3: 0.24690498411655426 (0.22839535542782521) | > loss_disc_real_4: 0.223417729139328 (0.23190221780498557) | > loss_disc_real_5: 0.22271990776062012 (0.22360259444521577) | > loss_0: 2.331484794616699 (2.356277486621934) | > grad_norm_0: tensor(15.8274, device='cuda:0') (tensor(10.9463, device='cuda:0')) | > loss_gen: 2.503608465194702 (2.484799453876163) | > loss_kl: 2.038701295852661 (2.0093754025913726) | > loss_feat: 7.41005277633667 (6.966259108293778) | > loss_mel: 17.150938034057617 (17.229611390389053) | > loss_duration: 2.0218234062194824 (1.9910724179056662) | > loss_1: 31.125125885009766 (30.68111774265366) | > grad_norm_1: tensor(86.2275, device='cuda:0') (tensor(120.7586, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.3879 (0.3724167026929406) | > loader_time: 0.0045 (0.0038734538443136535)  --> TIME: 2024-06-12 03:46:43 -- STEP: 174/330 -- GLOBAL_STEP: 360425 | > loss_disc: 2.336017608642578 (2.360635741003628) | > loss_disc_real_0: 0.08948054909706116 (0.1128410735092629) | > loss_disc_real_1: 0.18810175359249115 (0.19742930123860816) | > loss_disc_real_2: 0.19817113876342773 (0.20987460479654116) | > loss_disc_real_3: 0.2121618390083313 (0.22968830408036023) | > loss_disc_real_4: 0.256019651889801 (0.23273949975940003) | > loss_disc_real_5: 0.2478976994752884 (0.22409547968157406) | > loss_0: 2.336017608642578 (2.360635741003628) | > grad_norm_0: tensor(10.3555, device='cuda:0') (tensor(11.1364, device='cuda:0')) | > loss_gen: 2.3820950984954834 (2.4770642943765915) | > loss_kl: 2.004608631134033 (2.018120294329764) | > loss_feat: 6.707601547241211 (6.958152157136765) | > loss_mel: 17.153947830200195 (17.211409031659706) | > loss_duration: 2.0915064811706543 (1.9971475984858367) | > loss_1: 30.339759826660156 (30.66189331843935) | > grad_norm_1: tensor(151.1876, device='cuda:0') (tensor(127.4241, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.4068 (0.37550438820630655) | > loader_time: 0.0043 (0.003979299260281967)  --> TIME: 2024-06-12 03:46:53 -- STEP: 199/330 -- GLOBAL_STEP: 360450 | > loss_disc: 2.473881244659424 (2.3617343830702895) | > loss_disc_real_0: 0.09829536080360413 (0.11382572895767701) | > loss_disc_real_1: 0.18812860548496246 (0.19696095248862136) | > loss_disc_real_2: 0.22869588434696198 (0.20987582259142218) | > loss_disc_real_3: 0.24761493504047394 (0.2297385218904246) | > loss_disc_real_4: 0.2713845372200012 (0.2329476228610954) | > loss_disc_real_5: 0.24943163990974426 (0.22357963759395943) | > loss_0: 2.473881244659424 (2.3617343830702895) | > grad_norm_0: tensor(20.5608, device='cuda:0') (tensor(12.4207, device='cuda:0')) | > loss_gen: 2.32559871673584 (2.4781269188502315) | > loss_kl: 2.0458505153656006 (2.027125036896175) | > loss_feat: 6.370867729187012 (6.9527161061464255) | > loss_mel: 16.835994720458984 (17.170440683412796) | > loss_duration: 2.129014015197754 (2.005825734018679) | > loss_1: 29.707324981689453 (30.63423441402876) | > grad_norm_1: tensor(295.5323, device='cuda:0') (tensor(148.0378, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.4107 (0.3804821656576952) | > loader_time: 0.0053 (0.00411946809471552)  --> TIME: 2024-06-12 03:47:04 -- STEP: 224/330 -- GLOBAL_STEP: 360475 | > loss_disc: 2.3921854496002197 (2.3604939079710427) | > loss_disc_real_0: 0.12976735830307007 (0.1145203599506723) | > loss_disc_real_1: 0.17809659242630005 (0.1969374895228872) | > loss_disc_real_2: 0.21462884545326233 (0.20975038156445538) | > loss_disc_real_3: 0.22786863148212433 (0.22954252854521787) | > loss_disc_real_4: 0.2742542624473572 (0.23243357999516384) | > loss_disc_real_5: 0.23862436413764954 (0.2229673167956727) | > loss_0: 2.3921854496002197 (2.3604939079710427) | > grad_norm_0: tensor(47.4913, device='cuda:0') (tensor(14.3733, device='cuda:0')) | > loss_gen: 2.678061008453369 (2.487047599894659) | > loss_kl: 2.112076997756958 (2.035518259874413) | > loss_feat: 7.6114182472229 (6.967458797352656) | > loss_mel: 17.805068969726562 (17.148807879005158) | > loss_duration: 2.118018627166748 (2.0136784128844725) | > loss_1: 32.324642181396484 (30.65251088142395) | > grad_norm_1: tensor(475.4017, device='cuda:0') (tensor(173.0075, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.4132 (0.38290444016456604) | > loader_time: 0.0056 (0.004227731909070695)  --> TIME: 2024-06-12 03:47:14 -- STEP: 249/330 -- GLOBAL_STEP: 360500 | > loss_disc: 2.38430118560791 (2.359691534655162) | > loss_disc_real_0: 0.15369783341884613 (0.11581583551493993) | > loss_disc_real_1: 0.16625693440437317 (0.19704878665357237) | > loss_disc_real_2: 0.21132096648216248 (0.20981196496620713) | > loss_disc_real_3: 0.23250898718833923 (0.22955067629316245) | > loss_disc_real_4: 0.20356132090091705 (0.23195735864849934) | > loss_disc_real_5: 0.1805349886417389 (0.22149033670923318) | > loss_0: 2.38430118560791 (2.359691534655162) | > grad_norm_0: tensor(46.2422, device='cuda:0') (tensor(16.7165, device='cuda:0')) | > loss_gen: 2.2260191440582275 (2.495144583613996) | > loss_kl: 1.9565492868423462 (2.0393359560564357) | > loss_feat: 6.829033374786377 (6.984700371462658) | > loss_mel: 16.96534538269043 (17.116705595728856) | > loss_duration: 2.0963454246520996 (2.0228010435180943) | > loss_1: 30.073291778564453 (30.65868752261242) | > grad_norm_1: tensor(113.9569, device='cuda:0') (tensor(198.3547, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.4239 (0.3862969817885433) | > loader_time: 0.0057 (0.004364153467507725) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_360500.pth  --> TIME: 2024-06-12 03:47:30 -- STEP: 274/330 -- GLOBAL_STEP: 360525 | > loss_disc: 2.3817853927612305 (2.3592108783930765) | > loss_disc_real_0: 0.1753075271844864 (0.1163329461140789) | > loss_disc_real_1: 0.19908243417739868 (0.19707328298666185) | > loss_disc_real_2: 0.2594328820705414 (0.21012931768476525) | > loss_disc_real_3: 0.23799218237400055 (0.22949191476524314) | > loss_disc_real_4: 0.22794800996780396 (0.2318907565008985) | > loss_disc_real_5: 0.22554709017276764 (0.22126984759403842) | > loss_0: 2.3817853927612305 (2.3592108783930765) | > grad_norm_0: tensor(54.8742, device='cuda:0') (tensor(18.1012, device='cuda:0')) | > loss_gen: 2.5233466625213623 (2.4988290132397264) | > loss_kl: 2.0881149768829346 (2.045677217253805) | > loss_feat: 7.437376022338867 (7.005748564309448) | > loss_mel: 16.59009552001953 (17.078167741316072) | > loss_duration: 2.1221487522125244 (2.031679495842785) | > loss_1: 30.761079788208008 (30.660102008903113) | > grad_norm_1: tensor(762.9128, device='cuda:0') (tensor(225.2288, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.4431 (0.3918236641988268) | > loader_time: 0.0065 (0.004544500016818082)  --> TIME: 2024-06-12 03:47:42 -- STEP: 299/330 -- GLOBAL_STEP: 360550 | > loss_disc: 2.328934907913208 (2.3619499023144077) | > loss_disc_real_0: 0.08694081753492355 (0.11813269523174864) | > loss_disc_real_1: 0.12451912462711334 (0.19696305383208607) | > loss_disc_real_2: 0.21612347662448883 (0.21013616912540375) | > loss_disc_real_3: 0.22756969928741455 (0.22967304389014292) | > loss_disc_real_4: 0.22551921010017395 (0.23175522685050964) | > loss_disc_real_5: 0.17584910988807678 (0.2211238155795579) | > loss_0: 2.328934907913208 (2.3619499023144077) | > grad_norm_0: tensor(18.1340, device='cuda:0') (tensor(19.9803, device='cuda:0')) | > loss_gen: 2.627291202545166 (2.4968680227081888) | > loss_kl: 2.118739366531372 (2.0526015048840383) | > loss_feat: 7.664449214935303 (7.015307190426217) | > loss_mel: 17.862199783325195 (17.044544631422163) | > loss_duration: 2.184999942779541 (2.042700425039564) | > loss_1: 32.457679748535156 (30.65202173979386) | > grad_norm_1: tensor(578.4222, device='cuda:0') (tensor(248.8974, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.4812 (0.39808963134535996) | > loader_time: 0.0067 (0.004706157091070576)  --> TIME: 2024-06-12 03:47:56 -- STEP: 324/330 -- GLOBAL_STEP: 360575 | > loss_disc: 2.533809185028076 (2.368478059032818) | > loss_disc_real_0: 0.17315010726451874 (0.11974354336659111) | > loss_disc_real_1: 0.18745198845863342 (0.19750577754076618) | > loss_disc_real_2: 0.2325405329465866 (0.21083061636230083) | > loss_disc_real_3: 0.2769438624382019 (0.23011436929673323) | > loss_disc_real_4: 0.3020326495170593 (0.23190393469031947) | > loss_disc_real_5: 0.33264267444610596 (0.22148599015709794) | > loss_0: 2.533809185028076 (2.368478059032818) | > grad_norm_0: tensor(26.0444, device='cuda:0') (tensor(21.0722, device='cuda:0')) | > loss_gen: 2.4727859497070312 (2.4948422952934517) | > loss_kl: 2.246835470199585 (2.057713068561789) | > loss_feat: 8.815332412719727 (7.067330953515606) | > loss_mel: 16.30992889404297 (17.01594260298176) | > loss_duration: 2.2587921619415283 (2.0574141678250846) | > loss_1: 32.103675842285156 (30.693243044394034) | > grad_norm_1: tensor(316.9097, device='cuda:0') (tensor(262.9870, device='cuda:0')) | > current_lr_0: 0.00018040168008561893 | > current_lr_1: 0.00018040168008561893 | > step_time: 0.6215 (0.4091988860824963) | > loader_time: 0.0093 (0.004956100457980309)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.724061965942383 (2.724061965942383) | > loss_disc_real_0: 0.2737760841846466 (0.2737760841846466) | > loss_disc_real_1: 0.26248881220817566 (0.26248881220817566) | > loss_disc_real_2: 0.302965372800827 (0.302965372800827) | > loss_disc_real_3: 0.3002910912036896 (0.3002910912036896) | > loss_disc_real_4: 0.33057624101638794 (0.33057624101638794) | > loss_disc_real_5: 0.2482811063528061 (0.2482811063528061) | > loss_0: 2.724061965942383 (2.724061965942383) | > loss_gen: 2.51159405708313 (2.51159405708313) | > loss_kl: 2.127578020095825 (2.127578020095825) | > loss_feat: 5.403460502624512 (5.403460502624512) | > loss_mel: 15.17431354522705 (15.17431354522705) | > loss_duration: 3.2091026306152344 (3.2091026306152344) | > loss_1: 28.426050186157227 (28.426050186157227)  --> STEP: 1 | > loss_disc: 2.2330384254455566 (2.2330384254455566) | > loss_disc_real_0: 0.11500109732151031 (0.11500109732151031) | > loss_disc_real_1: 0.2013954222202301 (0.2013954222202301) | > loss_disc_real_2: 0.23918713629245758 (0.23918713629245758) | > loss_disc_real_3: 0.22278590500354767 (0.22278590500354767) | > loss_disc_real_4: 0.24366673827171326 (0.24366673827171326) | > loss_disc_real_5: 0.21536885201931 (0.21536885201931) | > loss_0: 2.2330384254455566 (2.2330384254455566) | > loss_gen: 2.5597052574157715 (2.5597052574157715) | > loss_kl: 3.291869640350342 (3.291869640350342) | > loss_feat: 7.117367744445801 (7.117367744445801) | > loss_mel: 18.891510009765625 (18.891510009765625) | > loss_duration: 2.4226012229919434 (2.4226012229919434) | > loss_1: 34.28305435180664 (34.28305435180664)  --> STEP: 2 | > loss_disc: 2.267448902130127 (2.250243663787842) | > loss_disc_real_0: 0.08813391625881195 (0.10156750679016113) | > loss_disc_real_1: 0.20883668959140778 (0.20511605590581894) | > loss_disc_real_2: 0.2956991195678711 (0.26744312793016434) | > loss_disc_real_3: 0.2428094446659088 (0.23279767483472824) | > loss_disc_real_4: 0.2451588362455368 (0.24441278725862503) | > loss_disc_real_5: 0.2409067302942276 (0.2281377911567688) | > loss_0: 2.267448902130127 (2.250243663787842) | > loss_gen: 2.531543493270874 (2.5456243753433228) | > loss_kl: 2.936285972595215 (3.1140778064727783) | > loss_feat: 5.247635841369629 (6.182501792907715) | > loss_mel: 18.239038467407227 (18.565274238586426) | > loss_duration: 2.5906479358673096 (2.5066245794296265) | > loss_1: 31.54515266418457 (32.914103507995605)  --> STEP: 3 | > loss_disc: 2.155381917953491 (2.218623081843058) | > loss_disc_real_0: 0.16094660758972168 (0.12136054039001465) | > loss_disc_real_1: 0.19939999282360077 (0.20321070154507956) | > loss_disc_real_2: 0.19692784547805786 (0.2439380337794622) | > loss_disc_real_3: 0.20819146931171417 (0.22459560632705688) | > loss_disc_real_4: 0.24880695343017578 (0.24587750931580862) | > loss_disc_real_5: 0.25392404198646545 (0.236733208100001) | > loss_0: 2.155381917953491 (2.218623081843058) | > loss_gen: 3.004580020904541 (2.6986095905303955) | > loss_kl: 4.021016597747803 (3.4163907368977866) | > loss_feat: 7.687714576721191 (6.684239387512207) | > loss_mel: 17.311763763427734 (18.147437413533527) | > loss_duration: 2.390944719314575 (2.468064626057943) | > loss_1: 34.416019439697266 (33.41474215189616)  --> STEP: 4 | > loss_disc: 2.6437392234802246 (2.32490211725235) | > loss_disc_real_0: 0.24055787920951843 (0.1511598750948906) | > loss_disc_real_1: 0.27543970942497253 (0.2212679535150528) | > loss_disc_real_2: 0.24969454109668732 (0.24537716060876846) | > loss_disc_real_3: 0.3106728792190552 (0.24611492455005646) | > loss_disc_real_4: 0.3112894594669342 (0.26223049685359) | > loss_disc_real_5: 0.3643589913845062 (0.2686396539211273) | > loss_0: 2.6437392234802246 (2.32490211725235) | > loss_gen: 2.785526990890503 (2.7203389406204224) | > loss_kl: 3.958425998687744 (3.551899552345276) | > loss_feat: 5.599321365356445 (6.413009881973267) | > loss_mel: 16.141355514526367 (17.64591693878174) | > loss_duration: 2.382978916168213 (2.4467931985855103) | > loss_1: 30.86760711669922 (32.777958393096924)  --> STEP: 5 | > loss_disc: 2.3481063842773438 (2.3295429706573487) | > loss_disc_real_0: 0.20922136306762695 (0.16277217268943786) | > loss_disc_real_1: 0.23051168024539948 (0.22311669886112212) | > loss_disc_real_2: 0.24491587281227112 (0.24528490304946898) | > loss_disc_real_3: 0.21997122466564178 (0.2408861845731735) | > loss_disc_real_4: 0.27466249465942383 (0.26471689641475676) | > loss_disc_real_5: 0.3742257356643677 (0.28975687026977537) | > loss_0: 2.3481063842773438 (2.3295429706573487) | > loss_gen: 2.9530751705169678 (2.7668861865997316) | > loss_kl: 2.7770192623138428 (3.3969234943389894) | > loss_feat: 6.615988254547119 (6.4536055564880375) | > loss_mel: 19.2745361328125 (17.97164077758789) | > loss_duration: 2.390378475189209 (2.43551025390625) | > loss_1: 34.0109977722168 (33.0245662689209)  --> STEP: 6 | > loss_disc: 2.3736748695373535 (2.3368982871373496) | > loss_disc_real_0: 0.16705116629600525 (0.16348533829053244) | > loss_disc_real_1: 0.28956466913223267 (0.23419136057297388) | > loss_disc_real_2: 0.23348276317119598 (0.2433178797364235) | > loss_disc_real_3: 0.2368733435869217 (0.24021737774213156) | > loss_disc_real_4: 0.2662122845649719 (0.26496612777312595) | > loss_disc_real_5: 0.2706321179866791 (0.286569411555926) | > loss_0: 2.3736748695373535 (2.3368982871373496) | > loss_gen: 2.7415430545806885 (2.762662331263224) | > loss_kl: 2.984116554260254 (3.3281223376592) | > loss_feat: 7.71628999710083 (6.664052963256836) | > loss_mel: 17.75171661376953 (17.934986750284832) | > loss_duration: 2.242950916290283 (2.4034170309702554) | > loss_1: 33.43661880493164 (33.093241691589355)  --> STEP: 7 | > loss_disc: 2.2650275230407715 (2.3266310351235524) | > loss_disc_real_0: 0.11421377956867218 (0.15644654418740953) | > loss_disc_real_1: 0.14504997432231903 (0.22145687682288034) | > loss_disc_real_2: 0.21746598184108734 (0.23962475146566117) | > loss_disc_real_3: 0.2557191848754883 (0.24243192161832536) | > loss_disc_real_4: 0.26088157296180725 (0.2643826199429376) | > loss_disc_real_5: 0.26634153723716736 (0.2836797152246748) | > loss_0: 2.2650275230407715 (2.3266310351235524) | > loss_gen: 2.638394594192505 (2.744909797395979) | > loss_kl: 4.7187652587890625 (3.5267856121063232) | > loss_feat: 6.9921979904174805 (6.710930824279785) | > loss_mel: 18.553300857543945 (18.023317337036133) | > loss_duration: 2.5511574745178223 (2.424522808619908) | > loss_1: 35.45381546020508 (33.43046651567732)  --> STEP: 8 | > loss_disc: 2.4496266841888428 (2.342005491256714) | > loss_disc_real_0: 0.3424508571624756 (0.1796970833092928) | > loss_disc_real_1: 0.19928131997585297 (0.21868493221700191) | > loss_disc_real_2: 0.23320826888084412 (0.23882269114255905) | > loss_disc_real_3: 0.319945365190506 (0.25212110206484795) | > loss_disc_real_4: 0.195883110165596 (0.2558201812207699) | > loss_disc_real_5: 0.3323107659816742 (0.2897585965692997) | > loss_0: 2.4496266841888428 (2.342005491256714) | > loss_gen: 2.876436948776245 (2.761350691318512) | > loss_kl: 3.225315570831299 (3.489101856946945) | > loss_feat: 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(33.7747130923801)  --> STEP: 10 | > loss_disc: 2.527134895324707 (2.3782930850982664) | > loss_disc_real_0: 0.12272860109806061 (0.1736636221408844) | > loss_disc_real_1: 0.26963454484939575 (0.22783427089452743) | > loss_disc_real_2: 0.2812182903289795 (0.24275050759315492) | > loss_disc_real_3: 0.3165385127067566 (0.2622343242168427) | > loss_disc_real_4: 0.26772964000701904 (0.260465082526207) | > loss_disc_real_5: 0.31428831815719604 (0.2892208516597748) | > loss_0: 2.527134895324707 (2.3782930850982664) | > loss_gen: 2.6736767292022705 (2.743630218505859) | > loss_kl: 2.5643210411071777 (3.3043902635574343) | > loss_feat: 5.204858779907227 (7.141836738586425) | > loss_mel: 14.445033073425293 (17.550181102752685) | > loss_duration: 2.4132304191589355 (2.387315559387207) | > loss_1: 27.30112075805664 (33.12735385894776)  --> STEP: 11 | > loss_disc: 2.597693920135498 (2.3982386155561968) | > loss_disc_real_0: 0.1380224972963333 (0.17042351988228885) | > loss_disc_real_1: 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loss_disc_real_4: 0.37091726064682007 (0.27319761862357456) | > loss_disc_real_5: 0.3154459297657013 (0.2943117916584015) | > loss_0: 2.892022132873535 (2.439387241999308) | > loss_gen: 2.6664786338806152 (2.7253454327583313) | > loss_kl: 2.8794612884521484 (3.3144877354303994) | > loss_feat: 6.425012111663818 (6.978180487950643) | > loss_mel: 18.307228088378906 (17.43018905321757) | > loss_duration: 2.3198013305664062 (2.3923200766245527) | > loss_1: 32.597984313964844 (32.840522925059)  --> STEP: 13 | > loss_disc: 2.410848617553711 (2.437191963195801) | > loss_disc_real_0: 0.12454917281866074 (0.1731360170703668) | > loss_disc_real_1: 0.2813335657119751 (0.24764550763827103) | > loss_disc_real_2: 0.19118843972682953 (0.24683327285143045) | > loss_disc_real_3: 0.3168922960758209 (0.2682244594280536) | > loss_disc_real_4: 0.24471653997898102 (0.2710067664201443) | > loss_disc_real_5: 0.2677265703678131 (0.29226677463604855) | > loss_0: 2.410848617553711 (2.437191963195801) | > loss_gen: 2.558163642883301 (2.712485295075637) | > loss_kl: 3.0967037677764893 (3.297735122533945) | > loss_feat: 6.768400192260742 (6.962043542128343) | > loss_mel: 16.13767433166504 (17.330764843867374) | > loss_duration: 2.2969045639038086 (2.38498042179988) | > loss_1: 30.857845306396484 (32.68800926208496)  --> STEP: 14 | > loss_disc: 2.6928346157073975 (2.4554521526609148) | > loss_disc_real_0: 0.21181969344615936 (0.17589913681149483) | > loss_disc_real_1: 0.4145733714103699 (0.25956892647913526) | > loss_disc_real_2: 0.2075047343969345 (0.24402409153325216) | > loss_disc_real_3: 0.2506590187549591 (0.26696978509426117) | > loss_disc_real_4: 0.27616649866104126 (0.27137531872306553) | > loss_disc_real_5: 0.346446692943573 (0.2961367688008717) | > loss_0: 2.6928346157073975 (2.4554521526609148) | > loss_gen: 2.6300230026245117 (2.7065951313291277) | > loss_kl: 3.2315948009490967 (3.293010813849313) | > loss_feat: 6.461588382720947 (6.926296745027814) | > loss_mel: 18.58310890197754 (17.420217990875244) | > loss_duration: 2.4464924335479736 (2.3893741369247437) | > loss_1: 33.352806091308594 (32.73549474988665)  --> STEP: 15 | > loss_disc: 2.339785099029541 (2.4477410157521566) | > loss_disc_real_0: 0.17529097199440002 (0.17585859249035518) | > loss_disc_real_1: 0.18512307107448578 (0.25460586945215863) | > loss_disc_real_2: 0.1802489012479782 (0.23977241218090056) | > loss_disc_real_3: 0.2741255760192871 (0.2674468378225962) | > loss_disc_real_4: 0.2476257085800171 (0.2697920113801956) | > loss_disc_real_5: 0.21046879887580872 (0.2904255708058675) | > loss_0: 2.339785099029541 (2.4477410157521566) | > loss_gen: 2.4277498722076416 (2.6880054473876953) | > loss_kl: 3.5951099395751953 (3.3131507555643718) | > loss_feat: 5.952093124389648 (6.86134983698527) | > loss_mel: 18.361961364746094 (17.483000882466634) | > loss_duration: 2.4186058044433594 (2.3913229147593182) | > loss_1: 32.75551986694336 (32.73682975769043)  --> STEP: 16 | > loss_disc: 2.684149742126465 (2.462516561150551) | > loss_disc_real_0: 0.25258541107177734 (0.18065401865169406) | > loss_disc_real_1: 0.2651437819004059 (0.25526448898017406) | > loss_disc_real_2: 0.24395214021205902 (0.24003364518284798) | > loss_disc_real_3: 0.2204449474811554 (0.2645092196762562) | > loss_disc_real_4: 0.2820555865764618 (0.27055848482996225) | > loss_disc_real_5: 0.27057984471321106 (0.2891852129250765) | > loss_0: 2.684149742126465 (2.462516561150551) | > loss_gen: 2.255492925643921 (2.6609734147787094) | > loss_kl: 3.1785411834716797 (3.3047376573085785) | > loss_feat: 5.356807231903076 (6.767315924167633) | > loss_mel: 14.745929718017578 (17.311933934688568) | > loss_duration: 2.4134082794189453 (2.3927032500505447) | > loss_1: 27.950180053710938 (32.43766415119171)  --> STEP: 17 | > loss_disc: 2.529714822769165 (2.466469400069293) | > loss_disc_real_0: 0.13248631358146667 (0.17782062423579834) | > loss_disc_real_1: 0.2309078723192215 (0.25383174682364745) | > loss_disc_real_2: 0.22030939161777496 (0.2388733949731378) | > loss_disc_real_3: 0.246122807264328 (0.2634276660049663) | > loss_disc_real_4: 0.298084557056427 (0.27217766554916606) | > loss_disc_real_5: 0.36233967542648315 (0.29348841660162983) | > loss_0: 2.529714822769165 (2.466469400069293) | > loss_gen: 2.4059133529663086 (2.645969881730921) | > loss_kl: 2.481299638748169 (3.256300126805025) | > loss_feat: 5.768778324127197 (6.708578418282902) | > loss_mel: 17.11782455444336 (17.300515735850613) | > loss_duration: 2.4516074657440186 (2.3961682039148666) | > loss_1: 30.225421905517578 (32.307532254387354)  --> STEP: 18 | > loss_disc: 2.200410842895508 (2.451688369115194) | > loss_disc_real_0: 0.09546035528182983 (0.17324505373835564) | > loss_disc_real_1: 0.14233417809009552 (0.24763743744956124) | > loss_disc_real_2: 0.21198619902133942 (0.23737966186470455) | > loss_disc_real_3: 0.20533782243728638 (0.2602004524734285) | > loss_disc_real_4: 0.21219520270824432 (0.2688453065024482) | > loss_disc_real_5: 0.20769289135932922 (0.2887219985326131) | > loss_0: 2.200410842895508 (2.451688369115194) | > loss_gen: 2.4133689403533936 (2.6330476072099476) | > loss_kl: 3.16182541847229 (3.2510515318976507) | > loss_feat: 7.676277160644531 (6.762339459525214) | > loss_mel: 17.81633949279785 (17.329172611236572) | > loss_duration: 2.2576162815093994 (2.3884708748923407) | > loss_1: 33.3254280090332 (32.36408201853434)  --> STEP: 19 | > loss_disc: 2.563488006591797 (2.4575725605613306) | > loss_disc_real_0: 0.2274428904056549 (0.17609757145768717) | > loss_disc_real_1: 0.21774426102638245 (0.24606411237465708) | > loss_disc_real_2: 0.22184604406356812 (0.2365621030330658) | > loss_disc_real_3: 0.2702036201953888 (0.2607269349851106) | > loss_disc_real_4: 0.261202871799469 (0.26844307309702825) | > loss_disc_real_5: 0.2638208568096161 (0.2874114121261396) | > loss_0: 2.563488006591797 (2.4575725605613306) | > loss_gen: 2.314673662185669 (2.6162910837876168) | > loss_kl: 2.145918846130371 (3.192886653699373) | > loss_feat: 5.3215436935424805 (6.68650810342086) | > loss_mel: 17.922462463378906 (17.360398392928275) | > loss_duration: 2.3381314277648926 (2.385821430306686) | > loss_1: 30.0427303314209 (32.24190561394943)  --> STEP: 20 | > loss_disc: 2.40057110786438 (2.454722487926483) | > loss_disc_real_0: 0.16438761353492737 (0.1755120735615492) | > loss_disc_real_1: 0.24875283241271973 (0.24619854837656022) | > loss_disc_real_2: 0.2816648483276367 (0.23881724029779433) | > loss_disc_real_3: 0.23356035351753235 (0.2593686059117317) | > loss_disc_real_4: 0.25716063380241394 (0.26787895113229754) | > loss_disc_real_5: 0.2842794358730316 (0.2872548133134842) | > loss_0: 2.40057110786438 (2.454722487926483) | > loss_gen: 2.8040497303009033 (2.6256790161132812) | > loss_kl: 2.3287460803985596 (3.149679625034332) | > loss_feat: 5.710209369659424 (6.637693166732788) | > loss_mel: 19.459558486938477 (17.465356397628785) | > loss_duration: 2.3398375511169434 (2.383522236347199) | > loss_1: 32.64240264892578 (32.26193046569824)  --> STEP: 21 | > loss_disc: 2.6791718006134033 (2.4654105504353843) | > loss_disc_real_0: 0.2219897359609604 (0.17772529558056877) | > loss_disc_real_1: 0.2968384623527527 (0.24860997285161698) | > loss_disc_real_2: 0.23093964159488678 (0.23844211655003683) | > loss_disc_real_3: 0.2814183235168457 (0.26041859246435617) | > loss_disc_real_4: 0.30047154426574707 (0.2694309793767475) | > loss_disc_real_5: 0.29620110988616943 (0.287680827435993) | > loss_0: 2.6791718006134033 (2.4654105504353843) | > loss_gen: 2.5868611335754395 (2.623830545516241) | > loss_kl: 2.625699281692505 (3.124728180113293) | > loss_feat: 6.001153469085693 (6.6073817525591165) | > loss_mel: 16.675193786621094 (17.427729606628418) | > loss_duration: 2.1941514015197754 (2.374504577545893) | > loss_1: 30.083059310913086 (32.15817469642276)  --> STEP: 22 | > loss_disc: 2.614948034286499 (2.472207708792253) | > loss_disc_real_0: 0.22294071316719055 (0.17978054183450612) | > loss_disc_real_1: 0.35432082414627075 (0.25341501154682855) | > loss_disc_real_2: 0.21185161173343658 (0.23723345724019138) | > loss_disc_real_3: 0.18716055154800415 (0.25708868151361286) | > loss_disc_real_4: 0.29205232858657837 (0.2704592225226489) | > loss_disc_real_5: 0.2634033262729645 (0.28657730465585535) | > loss_0: 2.614948034286499 (2.472207708792253) | > loss_gen: 2.6627278327941895 (2.625598604028875) | > loss_kl: 2.3339617252349854 (3.088784250346097) | > loss_feat: 6.598372459411621 (6.6069722392342305) | > loss_mel: 19.524036407470703 (17.523016279393975) | > loss_duration: 2.24973726272583 (2.368833335963163) | > loss_1: 33.36883544921875 (32.21320473064076)  --> STEP: 23 | > loss_disc: 2.5320000648498535 (2.474807376446931) | > loss_disc_real_0: 0.16896899044513702 (0.17931047438279443) | > loss_disc_real_1: 0.3216528296470642 (0.25638187320336053) | > loss_disc_real_2: 0.2707418203353882 (0.23869034259215646) | > loss_disc_real_3: 0.2701408863067627 (0.2576561686785324) | > loss_disc_real_4: 0.2803250849246979 (0.27088817306186846) | > loss_disc_real_5: 0.3170931041240692 (0.2879040785457777) | > loss_0: 2.5320000648498535 (2.474807376446931) | > loss_gen: 2.608023166656494 (2.624834454577902) | > loss_kl: 3.192209243774414 (3.0932809891908066) | > loss_feat: 6.120584487915039 (6.585824945698613) | > loss_mel: 16.997970581054688 (17.500188205553137) | > loss_duration: 2.307985544204712 (2.3661877797997524) | > loss_1: 31.22677230834961 (32.170316364454195)  --> STEP: 24 | > loss_disc: 2.4471535682678223 (2.4736551344394684) | > loss_disc_real_0: 0.15178748965263367 (0.17816368335237107) | > loss_disc_real_1: 0.2381233274936676 (0.25562110046545666) | > loss_disc_real_2: 0.2158106118440628 (0.23773702047765255) | > loss_disc_real_3: 0.24986481666564941 (0.25733152901132894) | > loss_disc_real_4: 0.24788600206375122 (0.26992974927028024) | > loss_disc_real_5: 0.19900885224342346 (0.2842001107831796) | > loss_0: 2.4471535682678223 (2.4736551344394684) | > loss_gen: 2.2869653701782227 (2.6107565760612483) | > loss_kl: 2.6613094806671143 (3.075282176335653) | > loss_feat: 6.4415507316589355 (6.579813520113627) | > loss_mel: 16.599876403808594 (17.46267521381378) | > loss_duration: 2.4316396713256836 (2.368914941946666) | > loss_1: 30.421340942382812 (32.09744238853455)  --> STEP: 25 | > loss_disc: 2.5780134201049805 (2.4778294658660887) | > loss_disc_real_0: 0.20116043090820312 (0.17908355325460434) | > loss_disc_real_1: 0.38063952326774597 (0.26062183737754824) | > loss_disc_real_2: 0.23675909638404846 (0.23769790351390838) | > loss_disc_real_3: 0.24854446947574615 (0.25698004662990565) | > loss_disc_real_4: 0.24819907546043396 (0.2690605223178864) | > loss_disc_real_5: 0.21909719705581665 (0.2815959942340851) | > loss_0: 2.5780134201049805 (2.4778294658660887) | > loss_gen: 2.5913448333740234 (2.6099801063537593) | > loss_kl: 2.7117953300476074 (3.0607427024841307) | > loss_feat: 5.976637840270996 (6.5556864929199214) | > loss_mel: 14.047422409057617 (17.326065101623534) | > loss_duration: 2.3838977813720703 (2.3695142555236823) | > loss_1: 27.711097717285156 (31.92198860168458)  --> STEP: 26 | > loss_disc: 3.041823625564575 (2.499521548931415) | > loss_disc_real_0: 0.15955035388469696 (0.17833227635576174) | > loss_disc_real_1: 0.25228843092918396 (0.2603013217449189) | > loss_disc_real_2: 0.15751932561397552 (0.23461411205621865) | > loss_disc_real_3: 0.23863664269447327 (0.25627453109392745) | > loss_disc_real_4: 0.28022128343582153 (0.26948978236088394) | > loss_disc_real_5: 0.4117928743362427 (0.2866035665457065) | > loss_0: 3.041823625564575 (2.499521548931415) | > loss_gen: 2.416060209274292 (2.60252164877378) | > loss_kl: 2.4726624488830566 (3.038124231191782) | > loss_feat: 12.367175102233887 (6.779205285585844) | > loss_mel: 19.317487716674805 (17.402658279125507) | > loss_duration: 2.327481269836426 (2.3678976022280187) | > loss_1: 38.9008674621582 (32.1904070193951) --> EVAL PERFORMANCE | > avg_loader_time: 0.002471190232496995 (+1.576313605675334e-05) | > avg_loss_disc: 2.499521548931415 (+0.0469510555267334) | > avg_loss_disc_real_0: 0.17833227635576174 (+0.007955750593772293) | > avg_loss_disc_real_1: 0.2603013217449189 (+0.08260965748475155) | > avg_loss_disc_real_2: 0.23461411205621865 (-0.06438472924324182) | > avg_loss_disc_real_3: 0.25627453109392745 (-0.04025666931500804) | > avg_loss_disc_real_4: 0.26948978236088394 (+0.018939703416365916) | > avg_loss_disc_real_5: 0.2866035665457065 (+0.0342495813965798) | > avg_loss_0: 2.499521548931415 (+0.0469510555267334) | > avg_loss_gen: 2.60252164877378 (-0.059058638719412304) | > avg_loss_kl: 3.038124231191782 (-0.024099294955913564) | > avg_loss_feat: 6.779205285585844 (-0.39655623069176293) | > avg_loss_mel: 17.402658279125507 (+0.030842487628639503) | > avg_loss_duration: 2.3678976022280187 (+0.02413914753840629) | > avg_loss_1: 32.1904070193951 (-0.42473272176888344)  > EPOCH: 826/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:48:18)   --> TIME: 2024-06-12 03:48:27 -- STEP: 19/330 -- GLOBAL_STEP: 360600 | > loss_disc: 2.354098320007324 (2.305674640755905) | > loss_disc_real_0: 0.10816670954227448 (0.10081921870771207) | > loss_disc_real_1: 0.15892137587070465 (0.19391538594898425) | > loss_disc_real_2: 0.23384587466716766 (0.2027256677025243) | > loss_disc_real_3: 0.20192719995975494 (0.22536017000675201) | > loss_disc_real_4: 0.20202063024044037 (0.23004964543016335) | > loss_disc_real_5: 0.20327825844287872 (0.22510650204984764) | > loss_0: 2.354098320007324 (2.305674640755905) | > grad_norm_0: tensor(8.4898, device='cuda:0') (tensor(7.5014, device='cuda:0')) | > loss_gen: 2.375894546508789 (2.4896496973539652) | > loss_kl: 2.0802745819091797 (1.9412903158288253) | > loss_feat: 7.623237133026123 (7.035133612783332) | > loss_mel: 17.796466827392578 (17.664783076236123) | > loss_duration: 1.950155258178711 (2.0467551005514046) | > loss_1: 31.82602882385254 (31.177611601980107) | > grad_norm_1: tensor(59.0449, device='cuda:0') (tensor(63.2094, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.3563 (0.36491089118154424) | > loader_time: 0.003 (0.0030931924518785977)  --> TIME: 2024-06-12 03:48:36 -- STEP: 44/330 -- GLOBAL_STEP: 360625 | > loss_disc: 2.4289636611938477 (2.310218014500358) | > loss_disc_real_0: 0.12241904437541962 (0.09962022592398254) | > loss_disc_real_1: 0.18450775742530823 (0.19502600146965546) | > loss_disc_real_2: 0.2226802259683609 (0.20492616228081964) | > loss_disc_real_3: 0.23572632670402527 (0.22512881796468387) | > loss_disc_real_4: 0.1967676877975464 (0.23024805838411505) | > loss_disc_real_5: 0.23829656839370728 (0.2220024053346027) | > loss_0: 2.4289636611938477 (2.310218014500358) | > grad_norm_0: tensor(14.9104, device='cuda:0') (tensor(8.1881, device='cuda:0')) | > loss_gen: 2.460078001022339 (2.514850074594671) | > loss_kl: 1.9122408628463745 (1.9730414179238407) | > loss_feat: 7.527866363525391 (7.124966718933799) | > loss_mel: 17.547576904296875 (17.48506923155351) | > loss_duration: 1.8892499208450317 (1.999913882125508) | > loss_1: 31.337011337280273 (31.097841262817383) | > grad_norm_1: tensor(122.3198, device='cuda:0') (tensor(75.6453, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.3727 (0.36814908547834924) | > loader_time: 0.0035 (0.003342682665044611)  --> TIME: 2024-06-12 03:48:46 -- STEP: 69/330 -- GLOBAL_STEP: 360650 | > loss_disc: 2.3075451850891113 (2.326833096103392) | > loss_disc_real_0: 0.1020648181438446 (0.1029982383268467) | > loss_disc_real_1: 0.17472313344478607 (0.19539784564488177) | > loss_disc_real_2: 0.23652616143226624 (0.20686696297016696) | > loss_disc_real_3: 0.20592500269412994 (0.22602765391702237) | > loss_disc_real_4: 0.21698340773582458 (0.23039604961008264) | > loss_disc_real_5: 0.21358144283294678 (0.22059630332649618) | > loss_0: 2.3075451850891113 (2.326833096103392) | > grad_norm_0: tensor(8.9241, device='cuda:0') (tensor(8.8221, device='cuda:0')) | > loss_gen: 2.6706013679504395 (2.504230177920798) | > loss_kl: 1.9035375118255615 (1.9687447081441465) | > loss_feat: 7.994894981384277 (7.090827223183452) | > loss_mel: 16.888431549072266 (17.36811289579972) | > loss_duration: 1.9105892181396484 (1.9872940001280412) | > loss_1: 31.36805534362793 (30.919208803038668) | > grad_norm_1: tensor(70.2364, device='cuda:0') (tensor(82.7900, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.3598 (0.36929747678231506) | > loader_time: 0.0043 (0.0034570382988971214)  --> TIME: 2024-06-12 03:48:55 -- STEP: 94/330 -- GLOBAL_STEP: 360675 | > loss_disc: 2.361449956893921 (2.3425415247044663) | > loss_disc_real_0: 0.11720520257949829 (0.10626560409969472) | > loss_disc_real_1: 0.2862560451030731 (0.19730094582476518) | > loss_disc_real_2: 0.20636321604251862 (0.2092167264286508) | > loss_disc_real_3: 0.21516229212284088 (0.2282057320500942) | > loss_disc_real_4: 0.24807024002075195 (0.23185734117918827) | > loss_disc_real_5: 0.23600591719150543 (0.2230953700998996) | > loss_0: 2.361449956893921 (2.3425415247044663) | > grad_norm_0: tensor(6.7819, device='cuda:0') (tensor(8.6077, device='cuda:0')) | > loss_gen: 2.577115535736084 (2.4966760721612493) | > loss_kl: 2.060567855834961 (1.9775630020080728) | > loss_feat: 7.208090305328369 (7.043217456087153) | > loss_mel: 17.42327880859375 (17.30154248501391) | > loss_duration: 2.018256664276123 (1.9849886310861466) | > loss_1: 31.287309646606445 (30.803987503051758) | > grad_norm_1: tensor(93.8548, device='cuda:0') (tensor(83.1982, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.3811 (0.3707043947057523) | > loader_time: 0.0035 (0.003531032420219259)  --> TIME: 2024-06-12 03:49:05 -- STEP: 119/330 -- GLOBAL_STEP: 360700 | > loss_disc: 2.2887537479400635 (2.3469488300195263) | > loss_disc_real_0: 0.08165254443883896 (0.10785554017589874) | > loss_disc_real_1: 0.1959836632013321 (0.19630165335510963) | > loss_disc_real_2: 0.18308086693286896 (0.20946332849875218) | > loss_disc_real_3: 0.22512339055538177 (0.22774681661810195) | > loss_disc_real_4: 0.2175460159778595 (0.2311980480156025) | > loss_disc_real_5: 0.21785356104373932 (0.22303620256295725) | > loss_0: 2.2887537479400635 (2.3469488300195263) | > grad_norm_0: tensor(10.1016, device='cuda:0') (tensor(9.0882, device='cuda:0')) | > loss_gen: 2.53836989402771 (2.4915457152518905) | > loss_kl: 2.0646567344665527 (1.988978541197897) | > loss_feat: 7.219324111938477 (7.039498942238944) | > loss_mel: 17.400362014770508 (17.285885882978672) | > loss_duration: 1.9967350959777832 (1.9869846816824264) | > loss_1: 31.21944808959961 (30.792893626108892) | > grad_norm_1: tensor(127.2501, device='cuda:0') (tensor(86.8924, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.3771 (0.371399460720415) | > loader_time: 0.0037 (0.003623122928523216)  --> TIME: 2024-06-12 03:49:15 -- STEP: 144/330 -- GLOBAL_STEP: 360725 | > loss_disc: 2.3909237384796143 (2.351919586459796) | > loss_disc_real_0: 0.0899588018655777 (0.11003153693551819) | > loss_disc_real_1: 0.19271305203437805 (0.1958302933101853) | > loss_disc_real_2: 0.19654813408851624 (0.20991936398463118) | > loss_disc_real_3: 0.221429705619812 (0.22806600677884287) | > loss_disc_real_4: 0.24465274810791016 (0.23149754696836075) | > loss_disc_real_5: 0.22385083138942719 (0.22325437277969382) | > loss_0: 2.3909237384796143 (2.351919586459796) | > grad_norm_0: tensor(10.3655, device='cuda:0') (tensor(9.9820, device='cuda:0')) | > loss_gen: 2.5514233112335205 (2.4876721981498933) | > loss_kl: 1.9661691188812256 (1.9918759026461177) | > loss_feat: 8.520536422729492 (7.03641637828615) | > loss_mel: 17.434852600097656 (17.28987438148922) | > loss_duration: 2.004758834838867 (1.9927201577358775) | > loss_1: 32.47774124145508 (30.798558897442287) | > grad_norm_1: tensor(263.2888, device='cuda:0') (tensor(104.2320, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.4135 (0.3730807238154941) | > loader_time: 0.0045 (0.00372353196144104)  --> TIME: 2024-06-12 03:49:24 -- STEP: 169/330 -- GLOBAL_STEP: 360750 | > loss_disc: 2.2923126220703125 (2.3557293090594595) | > loss_disc_real_0: 0.10809919983148575 (0.11274417820414143) | > loss_disc_real_1: 0.23278820514678955 (0.19591255018696982) | > loss_disc_real_2: 0.2576058506965637 (0.2103899726148188) | > loss_disc_real_3: 0.23934058845043182 (0.22904100987685502) | > loss_disc_real_4: 0.22211217880249023 (0.23162111031585897) | > loss_disc_real_5: 0.2018643468618393 (0.22335616979725964) | > loss_0: 2.2923126220703125 (2.3557293090594595) | > grad_norm_0: tensor(16.2015, device='cuda:0') (tensor(10.9374, device='cuda:0')) | > loss_gen: 2.7086548805236816 (2.4907786408825037) | > loss_kl: 1.9899317026138306 (2.0030330793392026) | > loss_feat: 7.43758487701416 (7.042807900693995) | > loss_mel: 17.287790298461914 (17.28443269898905) | > loss_duration: 2.047271490097046 (1.99800424815635) | > loss_1: 31.471233367919922 (30.819056460137904) | > grad_norm_1: tensor(252.6950, device='cuda:0') (tensor(122.1708, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.391 (0.37507794594623634) | > loader_time: 0.0044 (0.0038376588087815503)  --> TIME: 2024-06-12 03:49:35 -- STEP: 194/330 -- GLOBAL_STEP: 360775 | > loss_disc: 2.522913694381714 (2.3600262759887074) | > loss_disc_real_0: 0.20476719737052917 (0.1147202790628389) | > loss_disc_real_1: 0.19440363347530365 (0.19646072057411842) | > loss_disc_real_2: 0.1909060776233673 (0.21101074757956967) | > loss_disc_real_3: 0.2578194737434387 (0.22947866600198844) | > loss_disc_real_4: 0.2467973232269287 (0.2311693344687678) | > loss_disc_real_5: 0.23761115968227386 (0.22246079431059432) | > loss_0: 2.522913694381714 (2.3600262759887074) | > grad_norm_0: tensor(39.0676, device='cuda:0') (tensor(13.6395, device='cuda:0')) | > loss_gen: 2.2817158699035645 (2.4921479237448323) | > loss_kl: 2.0617363452911377 (2.009351312499686) | > loss_feat: 6.780937671661377 (7.017830649602044) | > loss_mel: 17.69439697265625 (17.262307933925346) | > loss_duration: 2.030606746673584 (2.005087717906717) | > loss_1: 30.849393844604492 (30.786725427686555) | > grad_norm_1: tensor(214.9507, device='cuda:0') (tensor(150.2939, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.4176 (0.3778860999136856) | > loader_time: 0.0049 (0.003977550673730596)  --> TIME: 2024-06-12 03:49:45 -- STEP: 219/330 -- GLOBAL_STEP: 360800 | > loss_disc: 2.404759168624878 (2.362207435581782) | > loss_disc_real_0: 0.14120417833328247 (0.11518446920805325) | > loss_disc_real_1: 0.18202732503414154 (0.19684643471894198) | > loss_disc_real_2: 0.25052502751350403 (0.21134838182904406) | > loss_disc_real_3: 0.22919905185699463 (0.22913280183866144) | > loss_disc_real_4: 0.2193496823310852 (0.23109622966481125) | > loss_disc_real_5: 0.21164123713970184 (0.22257140047473992) | > loss_0: 2.404759168624878 (2.362207435581782) | > grad_norm_0: tensor(32.2230, device='cuda:0') (tensor(15.7688, device='cuda:0')) | > loss_gen: 2.3615732192993164 (2.494678375383492) | > loss_kl: 2.094174861907959 (2.0148445052099) | > loss_feat: 7.135417938232422 (7.015242143308735) | > loss_mel: 16.884658813476562 (17.22269556402615) | > loss_duration: 2.082890033721924 (2.0131352127414877) | > loss_1: 30.5587158203125 (30.76059570486687) | > grad_norm_1: tensor(292.2941, device='cuda:0') (tensor(179.3037, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.4037 (0.38132236319589835) | > loader_time: 0.0056 (0.0041086194722075465)  --> TIME: 2024-06-12 03:49:56 -- STEP: 244/330 -- GLOBAL_STEP: 360825 | > loss_disc: 2.446863889694214 (2.3671981438261565) | > loss_disc_real_0: 0.12265115976333618 (0.11834283487596473) | > loss_disc_real_1: 0.2324230968952179 (0.19713404609775934) | > loss_disc_real_2: 0.21573655307292938 (0.21162309143386904) | > loss_disc_real_3: 0.23153804242610931 (0.22990029518965815) | > loss_disc_real_4: 0.21786783635616302 (0.2314491014255852) | > loss_disc_real_5: 0.22349189221858978 (0.22213487082817512) | > loss_0: 2.446863889694214 (2.3671981438261565) | > grad_norm_0: tensor(13.0421, device='cuda:0') (tensor(18.2871, device='cuda:0')) | > loss_gen: 2.192038059234619 (2.4924597329780718) | > loss_kl: 2.1023008823394775 (2.0163906460902727) | > loss_feat: 6.232997894287109 (7.0050933204713415) | > loss_mel: 15.443026542663574 (17.1685215449724) | > loss_duration: 2.0437870025634766 (2.0224078888775896) | > loss_1: 28.014148712158203 (30.70487304593696) | > grad_norm_1: tensor(157.3661, device='cuda:0') (tensor(201.5139, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.4433 (0.38492341803722696) | > loader_time: 0.0057 (0.004245186438325978)  --> TIME: 2024-06-12 03:50:07 -- STEP: 269/330 -- GLOBAL_STEP: 360850 | > loss_disc: 2.3786885738372803 (2.3696991404636205) | > loss_disc_real_0: 0.11367706954479218 (0.11926722460076711) | > loss_disc_real_1: 0.21105755865573883 (0.19748586754151878) | > loss_disc_real_2: 0.21956081688404083 (0.21155638837681384) | > loss_disc_real_3: 0.21879161894321442 (0.2297975649731753) | > loss_disc_real_4: 0.2195686399936676 (0.23135911260617265) | > loss_disc_real_5: 0.22836796939373016 (0.22237355575020865) | > loss_0: 2.3786885738372803 (2.3696991404636205) | > grad_norm_0: tensor(8.3515, device='cuda:0') (tensor(17.9514, device='cuda:0')) | > loss_gen: 2.312088966369629 (2.4858564231475504) | > loss_kl: 2.004321575164795 (2.0236668046079163) | > loss_feat: 6.390697956085205 (6.999819399255802) | > loss_mel: 15.707820892333984 (17.130433593097667) | > loss_duration: 2.133901596069336 (2.03105362950648) | > loss_1: 28.548830032348633 (30.670829780039735) | > grad_norm_1: tensor(201.0674, device='cuda:0') (tensor(203.7842, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.4546 (0.38925773858137735) | > loader_time: 0.0059 (0.0043851132729682794)  --> TIME: 2024-06-12 03:50:18 -- STEP: 294/330 -- GLOBAL_STEP: 360875 | > loss_disc: 2.368692398071289 (2.373847087224325) | > loss_disc_real_0: 0.10368593782186508 (0.12029189593633827) | > loss_disc_real_1: 0.20690634846687317 (0.19798657201788053) | > loss_disc_real_2: 0.1798233836889267 (0.211781549869346) | > loss_disc_real_3: 0.2353707104921341 (0.22964605151796016) | > loss_disc_real_4: 0.22678427398204803 (0.23150111658840763) | > loss_disc_real_5: 0.2113969922065735 (0.22290143127344084) | > loss_0: 2.368692398071289 (2.373847087224325) | > grad_norm_0: tensor(22.3734, device='cuda:0') (tensor(18.2563, device='cuda:0')) | > loss_gen: 2.3994696140289307 (2.4774623622699674) | > loss_kl: 1.9226728677749634 (2.028390120892298) | > loss_feat: 7.818723678588867 (6.982607578744694) | > loss_mel: 16.56435775756836 (17.069958557077) | > loss_duration: 2.177924394607544 (2.041266151431469) | > loss_1: 30.883150100708008 (30.599684689320675) | > grad_norm_1: tensor(374.7298, device='cuda:0') (tensor(208.1101, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.4717 (0.3951670466637125) | > loader_time: 0.0066 (0.0045443270482173614)  --> TIME: 2024-06-12 03:50:31 -- STEP: 319/330 -- GLOBAL_STEP: 360900 | > loss_disc: 2.4940149784088135 (2.376032486230976) | > loss_disc_real_0: 0.14357170462608337 (0.12131999190137678) | > loss_disc_real_1: 0.17741082608699799 (0.19817785115264422) | > loss_disc_real_2: 0.2520212233066559 (0.2118569252819851) | > loss_disc_real_3: 0.24342888593673706 (0.22990969271869122) | > loss_disc_real_4: 0.2206948846578598 (0.2316601439422948) | > loss_disc_real_5: 0.21883876621723175 (0.22228285889827337) | > loss_0: 2.4940149784088135 (2.376032486230976) | > grad_norm_0: tensor(9.9717, device='cuda:0') (tensor(18.8107, device='cuda:0')) | > loss_gen: 2.318911552429199 (2.474174240166117) | > loss_kl: 2.005122661590576 (2.0312278061451208) | > loss_feat: 7.235413074493408 (7.002969659607986) | > loss_mel: 15.555953979492188 (17.01267417620715) | > loss_duration: 2.2424964904785156 (2.0552248726817903) | > loss_1: 29.357898712158203 (30.576270686421648) | > grad_norm_1: tensor(134.3826, device='cuda:0') (tensor(220.9188, device='cuda:0')) | > current_lr_0: 0.00018037912987560822 | > current_lr_1: 0.00018037912987560822 | > step_time: 0.5438 (0.40385949200597304) | > loader_time: 0.0089 (0.004776974083114195)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7265114784240723 (2.7265114784240723) | > loss_disc_real_0: 0.20217694342136383 (0.20217694342136383) | > loss_disc_real_1: 0.18902286887168884 (0.18902286887168884) | > loss_disc_real_2: 0.30270013213157654 (0.30270013213157654) | > loss_disc_real_3: 0.28471165895462036 (0.28471165895462036) | > loss_disc_real_4: 0.2980674207210541 (0.2980674207210541) | > loss_disc_real_5: 0.3019132912158966 (0.3019132912158966) | > loss_0: 2.7265114784240723 (2.7265114784240723) | > loss_gen: 2.248661756515503 (2.248661756515503) | > loss_kl: 2.7147533893585205 (2.7147533893585205) | > loss_feat: 4.960809230804443 (4.960809230804443) | > loss_mel: 14.447866439819336 (14.447866439819336) | > loss_duration: 3.100346088409424 (3.100346088409424) | > loss_1: 27.472434997558594 (27.472434997558594)  --> STEP: 1 | > loss_disc: 2.454880714416504 (2.454880714416504) | > loss_disc_real_0: 0.11491599678993225 (0.11491599678993225) | > loss_disc_real_1: 0.16754090785980225 (0.16754090785980225) | > loss_disc_real_2: 0.17212963104248047 (0.17212963104248047) | > loss_disc_real_3: 0.20184209942817688 (0.20184209942817688) | > loss_disc_real_4: 0.3072262704372406 (0.3072262704372406) | > loss_disc_real_5: 0.20758628845214844 (0.20758628845214844) | > loss_0: 2.454880714416504 (2.454880714416504) | > loss_gen: 2.0653088092803955 (2.0653088092803955) | > loss_kl: 3.299872875213623 (3.299872875213623) | > loss_feat: 5.2974772453308105 (5.2974772453308105) | > loss_mel: 16.780887603759766 (16.780887603759766) | > loss_duration: 2.5510013103485107 (2.5510013103485107) | > loss_1: 29.994548797607422 (29.994548797607422)  --> STEP: 2 | > loss_disc: 2.2985641956329346 (2.3767224550247192) | > loss_disc_real_0: 0.13842947781085968 (0.12667273730039597) | > loss_disc_real_1: 0.18552103638648987 (0.17653097212314606) | > loss_disc_real_2: 0.22144030034542084 (0.19678496569395065) | > loss_disc_real_3: 0.21093587577342987 (0.20638898760080338) | > loss_disc_real_4: 0.24171344935894012 (0.27446985989809036) | > loss_disc_real_5: 0.1991710662841797 (0.20337867736816406) | > loss_0: 2.2985641956329346 (2.3767224550247192) | > loss_gen: 2.342963933944702 (2.204136371612549) | > loss_kl: 3.0915985107421875 (3.1957356929779053) | > loss_feat: 6.52578592300415 (5.9116315841674805) | > loss_mel: 18.701501846313477 (17.74119472503662) | > loss_duration: 2.5037612915039062 (2.5273813009262085) | > loss_1: 33.165611267089844 (31.580080032348633)  --> STEP: 3 | > loss_disc: 2.18398380279541 (2.3124762376149497) | > loss_disc_real_0: 0.05477117374539375 (0.10270554944872856) | > loss_disc_real_1: 0.19265130162239075 (0.18190441528956094) | > loss_disc_real_2: 0.1810833364725113 (0.1915510892868042) | > loss_disc_real_3: 0.24970805644989014 (0.22082867721716562) | > loss_disc_real_4: 0.24024616181850433 (0.26306196053822833) | > loss_disc_real_5: 0.15634405612945557 (0.18770047028859457) | > loss_0: 2.18398380279541 (2.3124762376149497) | > loss_gen: 2.2787866592407227 (2.22901980082194) | > loss_kl: 3.7554972171783447 (3.3823228677113852) | > loss_feat: 7.01256799697876 (6.278610388437907) | > loss_mel: 17.771751403808594 (17.751380284627277) | > loss_duration: 2.3618831634521484 (2.472215255101522) | > loss_1: 33.18048858642578 (32.11354955037435)  --> STEP: 4 | > loss_disc: 2.280088186264038 (2.3043792247772217) | > loss_disc_real_0: 0.1201535165309906 (0.10706754121929407) | > loss_disc_real_1: 0.14277175068855286 (0.17212124913930893) | > loss_disc_real_2: 0.19925937056541443 (0.19347815960645676) | > loss_disc_real_3: 0.2818535268306732 (0.23608488962054253) | > loss_disc_real_4: 0.21924826502799988 (0.25210853666067123) | > loss_disc_real_5: 0.19854256510734558 (0.19041099399328232) | > loss_0: 2.280088186264038 (2.3043792247772217) | > loss_gen: 2.471764087677002 (2.2897058725357056) | > loss_kl: 3.9701900482177734 (3.529289662837982) | > loss_feat: 8.034743309020996 (6.717643618583679) | > loss_mel: 18.17892837524414 (17.858267307281494) | > loss_duration: 2.4341440200805664 (2.462697446346283) | > loss_1: 35.08976745605469 (32.857604026794434)  --> STEP: 5 | > loss_disc: 2.423041343688965 (2.3281116485595703) | > loss_disc_real_0: 0.06773132085800171 (0.0992002971470356) | > loss_disc_real_1: 0.16903549432754517 (0.17150409817695617) | > loss_disc_real_2: 0.25621792674064636 (0.20602611303329468) | > loss_disc_real_3: 0.2522202432155609 (0.23931196033954621) | > loss_disc_real_4: 0.255499005317688 (0.2527866303920746) | > loss_disc_real_5: 0.24905675649642944 (0.20214014649391174) | > loss_0: 2.423041343688965 (2.3281116485595703) | > loss_gen: 2.256505012512207 (2.2830657005310058) | > loss_kl: 2.7769596576690674 (3.378823661804199) | > loss_feat: 5.356672763824463 (6.445449447631836) | > loss_mel: 19.824203491210938 (18.251454544067382) | > loss_duration: 2.4045047760009766 (2.4510589122772215) | > loss_1: 32.61884307861328 (32.809851837158206)  --> STEP: 6 | > loss_disc: 2.605487823486328 (2.3743410110473633) | > loss_disc_real_0: 0.16796442866325378 (0.11066098573307197) | > loss_disc_real_1: 0.2177838385105133 (0.17921738823254904) | > loss_disc_real_2: 0.27421823143959045 (0.21739146610101065) | > loss_disc_real_3: 0.22700585424900055 (0.2372609426577886) | > loss_disc_real_4: 0.27113422751426697 (0.2558445632457733) | > loss_disc_real_5: 0.24536378681659698 (0.20934408654769263) | > loss_0: 2.605487823486328 (2.3743410110473633) | > loss_gen: 2.239248275756836 (2.2757627964019775) | > loss_kl: 2.546142816543579 (3.240043520927429) | > loss_feat: 5.668690204620361 (6.31598957379659) | > loss_mel: 14.033307075500488 (17.5484299659729) | > loss_duration: 2.2740695476531982 (2.4215606848398843) | > loss_1: 26.761457443237305 (31.801786104838055)  --> STEP: 7 | > loss_disc: 2.4672160148620605 (2.3876088687351773) | > loss_disc_real_0: 0.16424569487571716 (0.11831594418202128) | > loss_disc_real_1: 0.2133261263370514 (0.1840900651046208) | > loss_disc_real_2: 0.2297150045633316 (0.2191519715956279) | > loss_disc_real_3: 0.2696760594844818 (0.2418916736330305) | > loss_disc_real_4: 0.27624475955963135 (0.2587588770048959) | > loss_disc_real_5: 0.2672170400619507 (0.21761165133544377) | > loss_0: 2.4672160148620605 (2.3876088687351773) | > loss_gen: 2.3800764083862305 (2.2906647409711565) | > loss_kl: 4.325942516326904 (3.39517194884164) | > loss_feat: 4.494146347045898 (6.055726255689349) | > loss_mel: 16.772647857666016 (17.43760395050049) | > loss_duration: 2.552359104156494 (2.4402461733136858) | > loss_1: 30.525171279907227 (31.619412558419363)  --> STEP: 8 | > loss_disc: 2.4396703243255615 (2.394116550683975) | > loss_disc_real_0: 0.2764035165309906 (0.13807689072564244) | > loss_disc_real_1: 0.1347339004278183 (0.17792054452002048) | > loss_disc_real_2: 0.24519895017147064 (0.22240784391760826) | > loss_disc_real_3: 0.23280836641788483 (0.24075626023113728) | > loss_disc_real_4: 0.22263920307159424 (0.2542439177632332) | > loss_disc_real_5: 0.1829591542482376 (0.213280089199543) | > loss_0: 2.4396703243255615 (2.394116550683975) | > loss_gen: 2.507640838623047 (2.317786753177643) | > loss_kl: 2.8859825134277344 (3.3315232694149017) | > loss_feat: 12.313207626342773 (6.837911427021027) | > loss_mel: 17.782001495361328 (17.480653643608093) | > loss_duration: 2.318582057952881 (2.425038158893585) | > loss_1: 37.80741500854492 (32.39291286468506)  --> STEP: 9 | > loss_disc: 2.657114028930664 (2.4233384927113852) | > loss_disc_real_0: 0.2656615972518921 (0.15225296922855908) | > loss_disc_real_1: 0.17416909337043762 (0.17750371661451128) | > loss_disc_real_2: 0.19918027520179749 (0.21982700294918484) | > loss_disc_real_3: 0.17491693794727325 (0.2334407799773746) | > loss_disc_real_4: 0.22899886965751648 (0.2514389124181535) | > loss_disc_real_5: 0.19480060040950775 (0.21122681266731685) | > loss_0: 2.657114028930664 (2.4233384927113852) | > loss_gen: 2.1012039184570312 (2.2937219937642417) | > loss_kl: 2.7882349491119385 (3.27115790049235) | > loss_feat: 8.033074378967285 (6.970707310570611) | > loss_mel: 17.573875427246094 (17.49101161956787) | > loss_duration: 2.228104591369629 (2.4031566513909235) | > loss_1: 32.724491119384766 (32.429754892985024)  --> STEP: 10 | > loss_disc: 2.4534645080566406 (2.4263510942459106) | > loss_disc_real_0: 0.09994824230670929 (0.1470224965363741) | > loss_disc_real_1: 0.22734834253787994 (0.18248817920684815) | > loss_disc_real_2: 0.26646697521209717 (0.22449100017547607) | > loss_disc_real_3: 0.24886609613895416 (0.23498331159353256) | > loss_disc_real_4: 0.29579538106918335 (0.25587455928325653) | > loss_disc_real_5: 0.24647793173789978 (0.21475192457437514) | > loss_0: 2.4534645080566406 (2.4263510942459106) | > loss_gen: 2.3341615200042725 (2.2977659463882447) | > loss_kl: 2.612696886062622 (3.2053117990493774) | > loss_feat: 4.523235321044922 (6.725960111618042) | > loss_mel: 13.904419898986816 (17.132352447509767) | > loss_duration: 2.426806926727295 (2.4055216789245604) | > loss_1: 25.801321029663086 (31.766911506652832)  --> STEP: 11 | > loss_disc: 2.4081411361694336 (2.4246956435116855) | > loss_disc_real_0: 0.06962881237268448 (0.13998670706694777) | > loss_disc_real_1: 0.16134531795978546 (0.18056610091166062) | > loss_disc_real_2: 0.2609040141105652 (0.22780127416957507) | > loss_disc_real_3: 0.21779952943325043 (0.23342114957896146) | > loss_disc_real_4: 0.24426361918449402 (0.25481901927427814) | > loss_disc_real_5: 0.24643740057945251 (0.21763242239301855) | > loss_0: 2.4081411361694336 (2.4246956435116855) | > loss_gen: 2.190699338912964 (2.2880326184359463) | > loss_kl: 3.867274284362793 (3.2654902068051426) | > loss_feat: 6.746493816375732 (6.7278268120505595) | > loss_mel: 17.460268020629883 (17.16216295415705) | > loss_duration: 2.5671396255493164 (2.420214219526811) | > loss_1: 32.83187484741211 (31.863726355812766)  --> STEP: 12 | > loss_disc: 2.399968385696411 (2.422635038693746) | > loss_disc_real_0: 0.13036468625068665 (0.139184871998926) | > loss_disc_real_1: 0.1806097775697708 (0.1805697406331698) | > loss_disc_real_2: 0.25787022709846497 (0.23030702024698257) | > loss_disc_real_3: 0.26853710412979126 (0.23634747912486395) | > loss_disc_real_4: 0.25249555706977844 (0.25462539742390317) | > loss_disc_real_5: 0.2343243956565857 (0.21902342016498247) | > loss_0: 2.399968385696411 (2.422635038693746) | > loss_gen: 2.266871690750122 (2.286269207795461) | > loss_kl: 3.174384832382202 (3.2578980922698975) | > loss_feat: 4.901095390319824 (6.575599193572998) | > loss_mel: 14.923078536987305 (16.975572586059574) | > loss_duration: 2.3456666469573975 (2.414001921812693) | > loss_1: 27.61109733581543 (31.50934060414632)  --> STEP: 13 | > loss_disc: 2.537423610687256 (2.4314649288470926) | > loss_disc_real_0: 0.14636453986167908 (0.13973715414221471) | > loss_disc_real_1: 0.22731448709964752 (0.1841654903613604) | > loss_disc_real_2: 0.18345215916633606 (0.2267028001638559) | > loss_disc_real_3: 0.24675115942955017 (0.23714776222522443) | > loss_disc_real_4: 0.22377268970012665 (0.2522521122143819) | > loss_disc_real_5: 0.20858919620513916 (0.21822078755268684) | > loss_0: 2.537423610687256 (2.4314649288470926) | > loss_gen: 2.1708078384399414 (2.2773875639988828) | > loss_kl: 3.896066188812256 (3.306987945850079) | > loss_feat: 6.3234968185424805 (6.556206703186035) | > loss_mel: 15.58414363861084 (16.86853959010198) | > loss_duration: 2.3510453701019287 (2.4091591101426344) | > loss_1: 30.325559616088867 (31.418280528141903)  --> STEP: 14 | > loss_disc: 2.3149282932281494 (2.4231408834457397) | > loss_disc_real_0: 0.12647083401679993 (0.13878955984754224) | > loss_disc_real_1: 0.1377827674150467 (0.180852438722338) | > loss_disc_real_2: 0.2015131711959839 (0.22490354095186507) | > loss_disc_real_3: 0.2276155948638916 (0.23646689312798636) | > loss_disc_real_4: 0.24329647421836853 (0.2516124237860952) | > loss_disc_real_5: 0.1732817441225052 (0.21501085587910243) | > loss_0: 2.3149282932281494 (2.4231408834457397) | > loss_gen: 2.1375744342803955 (2.2674009118761336) | > loss_kl: 4.298327922821045 (3.377797944205148) | > loss_feat: 5.9585113525390625 (6.513514178139823) | > loss_mel: 17.929481506347656 (16.944321155548103) | > loss_duration: 2.4572174549102783 (2.412591849054609) | > loss_1: 32.78111267089844 (31.51562568119594)  --> STEP: 15 | > loss_disc: 2.354186773300171 (2.4185439427693685) | > loss_disc_real_0: 0.12916459143161774 (0.13814789528648058) | > loss_disc_real_1: 0.16529160737991333 (0.17981504996617634) | > loss_disc_real_2: 0.19080667197704315 (0.2226304163535436) | > loss_disc_real_3: 0.2618752419948578 (0.23816078305244445) | > loss_disc_real_4: 0.2594822645187378 (0.25213707983493805) | > loss_disc_real_5: 0.22293618321418762 (0.21553921103477477) | > loss_0: 2.354186773300171 (2.4185439427693685) | > loss_gen: 2.4260852336883545 (2.277979866663615) | > loss_kl: 3.3885953426361084 (3.378517770767212) | > loss_feat: 6.462010860443115 (6.510080623626709) | > loss_mel: 17.220375061035156 (16.96272474924724) | > loss_duration: 2.416811466217041 (2.412873156865438) | > loss_1: 31.913875579833984 (31.542175674438475)  --> STEP: 16 | > loss_disc: 2.4464168548583984 (2.420285999774933) | > loss_disc_real_0: 0.10064686834812164 (0.13580408110283315) | > loss_disc_real_1: 0.24080722033977509 (0.18362706061452627) | > loss_disc_real_2: 0.20652726292610168 (0.22162396926432848) | > loss_disc_real_3: 0.29635104537010193 (0.24179767444729805) | > loss_disc_real_4: 0.292265385389328 (0.2546450989320874) | > loss_disc_real_5: 0.2006406933069229 (0.21460805367678404) | > loss_0: 2.4464168548583984 (2.420285999774933) | > loss_gen: 2.4982821941375732 (2.2917487621307373) | > loss_kl: 2.9903926849365234 (3.354259952902794) | > loss_feat: 7.859717845916748 (6.594432950019836) | > loss_mel: 16.363248825073242 (16.925257503986366) | > loss_duration: 2.488022804260254 (2.417570009827614) | > loss_1: 32.19966506958008 (31.583268761634827)  --> STEP: 17 | > loss_disc: 2.2149739265441895 (2.4082088189966537) | > loss_disc_real_0: 0.06791124492883682 (0.13181038485730395) | > loss_disc_real_1: 0.19415710866451263 (0.18424647520570195) | > loss_disc_real_2: 0.248982235789299 (0.22323327905991497) | > loss_disc_real_3: 0.2433239221572876 (0.24188745372435627) | > loss_disc_real_4: 0.252765417098999 (0.254534529412494) | > loss_disc_real_5: 0.2585175633430481 (0.2171909660100937) | > loss_0: 2.2149739265441895 (2.4082088189966537) | > loss_gen: 2.7653980255126953 (2.3196104835061466) | > loss_kl: 2.217477798461914 (3.2873904144062713) | > loss_feat: 6.908790111541748 (6.612924547756419) | > loss_mel: 17.093454360961914 (16.935151436749635) | > loss_duration: 2.47629976272583 (2.421024701174568) | > loss_1: 31.4614200592041 (31.576101190903607)  --> STEP: 18 | > loss_disc: 2.022000312805176 (2.386752790874905) | > loss_disc_real_0: 0.06692733615636826 (0.1282057710405853) | > loss_disc_real_1: 0.1577027291059494 (0.18277182264460456) | > loss_disc_real_2: 0.1258593648672104 (0.21782361716032028) | > loss_disc_real_3: 0.17422208189964294 (0.23812826640076107) | > loss_disc_real_4: 0.2329525649547577 (0.2533355313870642) | > loss_disc_real_5: 0.19421306252479553 (0.215914415816466) | > loss_0: 2.022000312805176 (2.386752790874905) | > loss_gen: 2.428057909011841 (2.3256353404786854) | > loss_kl: 3.7247366905212402 (3.311687429745992) | > loss_feat: 9.50205135345459 (6.773431592517429) | > loss_mel: 19.84988784790039 (17.09708123736912) | > loss_duration: 2.2899303436279297 (2.4137416813108654) | > loss_1: 37.79466247558594 (31.921576817830402)  --> STEP: 19 | > loss_disc: 2.4466850757598877 (2.389907121658325) | > loss_disc_real_0: 0.1305789351463318 (0.12833067441457197) | > loss_disc_real_1: 0.20766766369342804 (0.18408213006822685) | > loss_disc_real_2: 0.21924003958702087 (0.217898165709094) | > loss_disc_real_3: 0.2645229995250702 (0.23951746288098788) | > loss_disc_real_4: 0.2571084499359131 (0.2535341060475299) | > loss_disc_real_5: 0.24373474717140198 (0.21737864378251529) | > loss_0: 2.4466850757598877 (2.389907121658325) | > loss_gen: 2.1977694034576416 (2.318905554319683) | > loss_kl: 2.195690631866455 (3.252950756173385) | > loss_feat: 5.1373796463012695 (6.687323595348158) | > loss_mel: 17.58951759338379 (17.12299894031726) | > loss_duration: 2.4007644653320312 (2.4130586699435583) | > loss_1: 29.521121978759766 (31.795237089458265)  --> STEP: 20 | > loss_disc: 2.2345147132873535 (2.3821375012397765) | > loss_disc_real_0: 0.13606466352939606 (0.12871737387031318) | > loss_disc_real_1: 0.13926798105239868 (0.18184142261743544) | > loss_disc_real_2: 0.24528983235359192 (0.2192677490413189) | > loss_disc_real_3: 0.3133375346660614 (0.24320846647024155) | > loss_disc_real_4: 0.16995908319950104 (0.24935535490512847) | > loss_disc_real_5: 0.18617844581604004 (0.2158186338841915) | > loss_0: 2.2345147132873535 (2.3821375012397765) | > loss_gen: 2.404438018798828 (2.3231821775436403) | > loss_kl: 2.2226507663726807 (3.20143575668335) | > loss_feat: 7.6889567375183105 (6.737405252456665) | > loss_mel: 19.21117401123047 (17.227407693862922) | > loss_duration: 2.3378398418426514 (2.4092977285385127) | > loss_1: 33.86505889892578 (31.89872817993164)  --> STEP: 21 | > loss_disc: 2.3334951400756836 (2.3798211983272006) | > loss_disc_real_0: 0.12043694406747818 (0.1283230676892258) | > loss_disc_real_1: 0.18367235362529755 (0.181928609808286) | > loss_disc_real_2: 0.26208359003067017 (0.2213065986122404) | > loss_disc_real_3: 0.2599424421787262 (0.24400532245635986) | > loss_disc_real_4: 0.22921153903007507 (0.248396125577745) | > loss_disc_real_5: 0.23618531227111816 (0.2167884757121404) | > loss_0: 2.3334951400756836 (2.3798211983272006) | > loss_gen: 2.3427023887634277 (2.3241117114112493) | > loss_kl: 3.2778449058532715 (3.205074287596203) | > loss_feat: 5.913685321807861 (6.698180493854341) | > loss_mel: 14.736382484436035 (17.108787445794974) | > loss_duration: 2.246088981628418 (2.4015258834475555) | > loss_1: 28.516704559326172 (31.737679436093284)  --> STEP: 22 | > loss_disc: 2.5062437057495117 (2.3855676759373057) | > loss_disc_real_0: 0.1719706952571869 (0.13030705076049676) | > loss_disc_real_1: 0.14934219419956207 (0.18044740909879856) | > loss_disc_real_2: 0.2241620123386383 (0.22143639014525848) | > loss_disc_real_3: 0.23829138278961182 (0.24374559792605313) | > loss_disc_real_4: 0.2424761950969696 (0.24812703782861883) | > loss_disc_real_5: 0.2532458007335663 (0.21844562684947794) | > loss_0: 2.5062437057495117 (2.3855676759373057) | > loss_gen: 2.216097593307495 (2.31920197877017) | > loss_kl: 3.216813564300537 (3.2056078910827637) | > loss_feat: 6.161911964416504 (6.673804651607167) | > loss_mel: 19.03572654724121 (17.196375586769804) | > loss_duration: 2.2641284465789795 (2.395280545408075) | > loss_1: 32.894676208496094 (31.79027019847523)  --> STEP: 23 | > loss_disc: 2.503978967666626 (2.390715992969015) | > loss_disc_real_0: 0.15546943247318268 (0.13140106735670048) | > loss_disc_real_1: 0.22981317341327667 (0.18259374667768893) | > loss_disc_real_2: 0.20416903495788574 (0.22068563557189444) | > loss_disc_real_3: 0.27261894941329956 (0.24500096103419428) | > loss_disc_real_4: 0.23368875682353973 (0.2474992864805719) | > loss_disc_real_5: 0.23117245733737946 (0.21899896730547366) | > loss_0: 2.503978967666626 (2.390715992969015) | > loss_gen: 2.304192066192627 (2.318549373875494) | > loss_kl: 2.854733943939209 (3.190352502076522) | > loss_feat: 7.642172813415527 (6.715907615164052) | > loss_mel: 17.310317993164062 (17.201329604439117) | > loss_duration: 2.2887754440307617 (2.3906498888264527) | > loss_1: 32.40019226074219 (31.816788549008578)  --> STEP: 24 | > loss_disc: 2.469470262527466 (2.393997420867284) | > loss_disc_real_0: 0.10698124766349792 (0.1303835748694837) | > loss_disc_real_1: 0.17907653748989105 (0.18244719629486403) | > loss_disc_real_2: 0.21824876964092255 (0.22058409949143729) | > loss_disc_real_3: 0.17158928513526917 (0.2419421412050724) | > loss_disc_real_4: 0.2535993754863739 (0.24775345685581365) | > loss_disc_real_5: 0.21952563524246216 (0.2190209118028482) | > loss_0: 2.469470262527466 (2.393997420867284) | > loss_gen: 2.076871395111084 (2.3084794580936436) | > loss_kl: 2.5009992122650146 (3.161629448334376) | > loss_feat: 6.415464401245117 (6.70338914791743) | > loss_mel: 18.147504806518555 (17.240753571192425) | > loss_duration: 2.4858694076538086 (2.3946173687775922) | > loss_1: 31.626708984375 (31.808868567148846)  --> STEP: 25 | > loss_disc: 2.646818161010742 (2.404110250473022) | > loss_disc_real_0: 0.17379769682884216 (0.13212013974785805) | > loss_disc_real_1: 0.2518031895160675 (0.18522143602371216) | > loss_disc_real_2: 0.22044095396995544 (0.220578373670578) | > loss_disc_real_3: 0.2191976010799408 (0.24103235960006714) | > loss_disc_real_4: 0.23334713280200958 (0.2471772038936615) | > loss_disc_real_5: 0.2320239245891571 (0.21954103231430053) | > loss_0: 2.646818161010742 (2.404110250473022) | > loss_gen: 2.0510213375091553 (2.298181133270264) | > loss_kl: 2.857266664505005 (3.149454936981201) | > loss_feat: 5.696463108062744 (6.663112106323243) | > loss_mel: 15.588090896606445 (17.174647064208983) | > loss_duration: 2.3955132961273193 (2.3946532058715815) | > loss_1: 28.588356018066406 (31.680048065185545)  --> STEP: 26 | > loss_disc: 3.30173921585083 (2.438634441449092) | > loss_disc_real_0: 0.6829700469970703 (0.15330667464205852) | > loss_disc_real_1: 0.09994518756866455 (0.18194158031390265) | > loss_disc_real_2: 0.12063401937484741 (0.21673436004381913) | > loss_disc_real_3: 0.07330237329006195 (0.23458120628045157) | > loss_disc_real_4: 0.4247206449508667 (0.2540057977804771) | > loss_disc_real_5: 0.09434468299150467 (0.21472578810957763) | > loss_0: 3.30173921585083 (2.438634441449092) | > loss_gen: 1.9227643013000488 (2.283742024348333) | > loss_kl: 2.246610164642334 (3.1147301380450907) | > loss_feat: 20.2401180267334 (7.185304641723633) | > loss_mel: 20.959009170532227 (17.320199452913723) | > loss_duration: 2.3177404403686523 (2.3916950225830074) | > loss_1: 47.68624496459961 (32.295671022855316) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023693488194392277 (-0.00010184141305776733) | > avg_loss_disc: 2.438634441449092 (-0.06088710748232318) | > avg_loss_disc_real_0: 0.15330667464205852 (-0.025025601713703216) | > avg_loss_disc_real_1: 0.18194158031390265 (-0.07835974143101623) | > avg_loss_disc_real_2: 0.21673436004381913 (-0.017879752012399525) | > avg_loss_disc_real_3: 0.23458120628045157 (-0.021693324813475884) | > avg_loss_disc_real_4: 0.2540057977804771 (-0.01548398458040684) | > avg_loss_disc_real_5: 0.21472578810957763 (-0.07187777843612889) | > avg_loss_0: 2.438634441449092 (-0.06088710748232318) | > avg_loss_gen: 2.283742024348333 (-0.31877962442544705) | > avg_loss_kl: 3.1147301380450907 (+0.0766059068533087) | > avg_loss_feat: 7.185304641723633 (+0.4060993561377888) | > avg_loss_mel: 17.320199452913723 (-0.08245882621178424) | > avg_loss_duration: 2.3916950225830074 (+0.023797420354988663) | > avg_loss_1: 32.295671022855316 (+0.10526400346021347)  > EPOCH: 827/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:50:57)   --> TIME: 2024-06-12 03:51:04 -- STEP: 14/330 -- GLOBAL_STEP: 360925 | > loss_disc: 2.3046915531158447 (2.354140962873186) | > loss_disc_real_0: 0.08521685004234314 (0.10421113989182881) | > loss_disc_real_1: 0.21743778884410858 (0.195499843784741) | > loss_disc_real_2: 0.21158817410469055 (0.2070264933364732) | > loss_disc_real_3: 0.24019445478916168 (0.2293738658939089) | > loss_disc_real_4: 0.21681201457977295 (0.2319361088531358) | > loss_disc_real_5: 0.2225726991891861 (0.2250219370637621) | > loss_0: 2.3046915531158447 (2.354140962873186) | > grad_norm_0: tensor(14.9578, device='cuda:0') (tensor(10.4110, device='cuda:0')) | > loss_gen: 2.503777503967285 (2.4686111892972673) | > loss_kl: 1.83620023727417 (1.954140535422734) | > loss_feat: 7.103707313537598 (6.7598214490073065) | > loss_mel: 16.451175689697266 (17.36261449541364) | > loss_duration: 2.0050063133239746 (2.059429909501757) | > loss_1: 29.899866104125977 (30.6046176637922) | > grad_norm_1: tensor(120.1784, device='cuda:0') (tensor(101.5069, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3551 (0.36313484396253315) | > loader_time: 0.004 (0.003191624368940081)  --> TIME: 2024-06-12 03:51:13 -- STEP: 39/330 -- GLOBAL_STEP: 360950 | > loss_disc: 2.296661376953125 (2.3374192042228503) | > loss_disc_real_0: 0.09849269688129425 (0.10348419271982633) | > loss_disc_real_1: 0.19650912284851074 (0.1957405041425656) | > loss_disc_real_2: 0.20841918885707855 (0.20530909261642358) | > loss_disc_real_3: 0.2369893491268158 (0.22943481038778257) | > loss_disc_real_4: 0.22154197096824646 (0.23318838882140625) | > loss_disc_real_5: 0.21113477647304535 (0.2247548840748958) | > loss_0: 2.296661376953125 (2.3374192042228503) | > grad_norm_0: tensor(12.9940, device='cuda:0') (tensor(10.8652, device='cuda:0')) | > loss_gen: 2.5139124393463135 (2.506166085218772) | > loss_kl: 2.1646037101745605 (1.97081113472963) | > loss_feat: 6.976893901824951 (6.907894220107641) | > loss_mel: 17.235454559326172 (17.232188395964787) | > loss_duration: 1.9940316677093506 (2.0026131012500867) | > loss_1: 30.884897232055664 (30.619673068706806) | > grad_norm_1: tensor(51.9496, device='cuda:0') (tensor(123.1890, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.349 (0.35852923148717636) | > loader_time: 0.0033 (0.0032415390014648438)  --> TIME: 2024-06-12 03:51:22 -- STEP: 64/330 -- GLOBAL_STEP: 360975 | > loss_disc: 2.411731243133545 (2.3506128787994385) | > loss_disc_real_0: 0.10934533178806305 (0.1065247009973973) | > loss_disc_real_1: 0.2322557121515274 (0.19639154872857034) | > loss_disc_real_2: 0.23096904158592224 (0.20762452576309443) | > loss_disc_real_3: 0.23383469879627228 (0.22935302089899778) | > loss_disc_real_4: 0.23060117661952972 (0.23213581880554557) | > loss_disc_real_5: 0.23329824209213257 (0.22529805917292833) | > loss_0: 2.411731243133545 (2.3506128787994385) | > grad_norm_0: tensor(9.4170, device='cuda:0') (tensor(10.2245, device='cuda:0')) | > loss_gen: 2.4446146488189697 (2.482864774763584) | > loss_kl: 1.9769798517227173 (1.975707732141018) | > loss_feat: 7.345682621002197 (6.888558894395828) | > loss_mel: 17.561607360839844 (17.18380936980247) | > loss_duration: 2.0025668144226074 (1.9877307321876292) | > loss_1: 31.331451416015625 (30.518671572208405) | > grad_norm_1: tensor(172.6576, device='cuda:0') (tensor(115.7390, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3653 (0.3649296276271343) | > loader_time: 0.0043 (0.0035315491259098053)  --> TIME: 2024-06-12 03:51:32 -- STEP: 89/330 -- GLOBAL_STEP: 361000 | > loss_disc: 2.3590762615203857 (2.35011027368267) | > loss_disc_real_0: 0.12469782680273056 (0.10732936959588125) | > loss_disc_real_1: 0.18635213375091553 (0.19453460765018893) | > loss_disc_real_2: 0.186018705368042 (0.2079454025860583) | > loss_disc_real_3: 0.25081872940063477 (0.2294357099225012) | > loss_disc_real_4: 0.23268574476242065 (0.23274087939369545) | > loss_disc_real_5: 0.23083768784999847 (0.22561819566769548) | > loss_0: 2.3590762615203857 (2.35011027368267) | > grad_norm_0: tensor(20.8479, device='cuda:0') (tensor(11.1334, device='cuda:0')) | > loss_gen: 2.452885866165161 (2.47759070825041) | > loss_kl: 2.0288565158843994 (1.9962033475382943) | > loss_feat: 6.322884559631348 (6.906643963931652) | > loss_mel: 16.862274169921875 (17.175866566347263) | > loss_duration: 1.9849108457565308 (1.98260467373923) | > loss_1: 29.651813507080078 (30.53890933347552) | > grad_norm_1: tensor(308.6336, device='cuda:0') (tensor(133.3247, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3791 (0.36974487143955875) | > loader_time: 0.0045 (0.0037098922086565684) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_361000.pth  --> TIME: 2024-06-12 03:51:47 -- STEP: 114/330 -- GLOBAL_STEP: 361025 | > loss_disc: 2.459536075592041 (2.3555467066011953) | > loss_disc_real_0: 0.09902982413768768 (0.10816170275211334) | > loss_disc_real_1: 0.2162659913301468 (0.19532959032476993) | > loss_disc_real_2: 0.20952442288398743 (0.20919557883028397) | > loss_disc_real_3: 0.24412676692008972 (0.22951700381542506) | > loss_disc_real_4: 0.2392083704471588 (0.23253111122993) | > loss_disc_real_5: 0.23539792001247406 (0.22406280354449623) | > loss_0: 2.459536075592041 (2.3555467066011953) | > grad_norm_0: tensor(27.0407, device='cuda:0') (tensor(13.0039, device='cuda:0')) | > loss_gen: 2.4478869438171387 (2.4751731052733303) | > loss_kl: 2.278568744659424 (2.00208433364567) | > loss_feat: 6.362565994262695 (6.933151935276232) | > loss_mel: 17.049386978149414 (17.195284927100463) | > loss_duration: 2.012564182281494 (1.9858670663415343) | > loss_1: 30.150972366333008 (30.59156140109949) | > grad_norm_1: tensor(322.2896, device='cuda:0') (tensor(163.2741, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3672 (0.3736080495934737) | > loader_time: 0.0045 (0.0038571399554871676)  --> TIME: 2024-06-12 03:51:56 -- STEP: 139/330 -- GLOBAL_STEP: 361050 | > loss_disc: 2.305361270904541 (2.3543830037974636) | > loss_disc_real_0: 0.1113220825791359 (0.1086925253700867) | > loss_disc_real_1: 0.1972864866256714 (0.19475944972724366) | > loss_disc_real_2: 0.15482021868228912 (0.2093249755583221) | > loss_disc_real_3: 0.20991453528404236 (0.2300115794801026) | > loss_disc_real_4: 0.2435673624277115 (0.23290526899073621) | > loss_disc_real_5: 0.24956266582012177 (0.22412287288432498) | > loss_0: 2.305361270904541 (2.3543830037974636) | > grad_norm_0: tensor(33.6090, device='cuda:0') (tensor(14.2502, device='cuda:0')) | > loss_gen: 2.7304999828338623 (2.487207846675845) | > loss_kl: 2.0380022525787354 (2.0066234387939783) | > loss_feat: 7.587306976318359 (6.965751452411679) | > loss_mel: 16.89518165588379 (17.236808721967737) | > loss_duration: 2.074312686920166 (1.9918202110331693) | > loss_1: 31.325302124023438 (30.68821164686903) | > grad_norm_1: tensor(383.5511, device='cuda:0') (tensor(182.4277, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3701 (0.372900921663792) | > loader_time: 0.0043 (0.003934033483052425)  --> TIME: 2024-06-12 03:52:06 -- STEP: 164/330 -- GLOBAL_STEP: 361075 | > loss_disc: 2.4670987129211426 (2.358904502740721) | > loss_disc_real_0: 0.10316906869411469 (0.11003285187591867) | > loss_disc_real_1: 0.2579881250858307 (0.1958606813738986) | > loss_disc_real_2: 0.20137308537960052 (0.21030011600474027) | > loss_disc_real_3: 0.22933684289455414 (0.23033429155262505) | > loss_disc_real_4: 0.22768832743167877 (0.23290109143751422) | > loss_disc_real_5: 0.2606068551540375 (0.22304821377847253) | > loss_0: 2.4670987129211426 (2.358904502740721) | > grad_norm_0: tensor(13.9026, device='cuda:0') (tensor(15.6385, device='cuda:0')) | > loss_gen: 2.455461263656616 (2.4915612601652373) | > loss_kl: 2.239600658416748 (2.0125719781329) | > loss_feat: 7.170841693878174 (6.9936255071221325) | > loss_mel: 17.1059513092041 (17.239214606401397) | > loss_duration: 2.0638468265533447 (1.9957360588922732) | > loss_1: 31.035701751708984 (30.732709338025348) | > grad_norm_1: tensor(93.1103, device='cuda:0') (tensor(201.2634, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3721 (0.3749892638950814) | > loader_time: 0.0043 (0.004033665831496076)  --> TIME: 2024-06-12 03:52:16 -- STEP: 189/330 -- GLOBAL_STEP: 361100 | > loss_disc: 2.3568646907806396 (2.3627527605288887) | > loss_disc_real_0: 0.0892178863286972 (0.11168012992730217) | > loss_disc_real_1: 0.18321488797664642 (0.1955255448975891) | > loss_disc_real_2: 0.22600777447223663 (0.21111002966525058) | > loss_disc_real_3: 0.19739925861358643 (0.22985974758390396) | > loss_disc_real_4: 0.2111322432756424 (0.23197105984208444) | > loss_disc_real_5: 0.21895353496074677 (0.22338274807210953) | > loss_0: 2.3568646907806396 (2.3627527605288887) | > grad_norm_0: tensor(21.1610, device='cuda:0') (tensor(17.4258, device='cuda:0')) | > loss_gen: 2.5868611335754395 (2.492863902339228) | > loss_kl: 2.0597803592681885 (2.0166014704124002) | > loss_feat: 7.152941703796387 (6.985930624462309) | > loss_mel: 16.82427215576172 (17.198120460308417) | > loss_duration: 2.0808935165405273 (2.0031137485352772) | > loss_1: 30.704750061035156 (30.696630114600772) | > grad_norm_1: tensor(648.6082, device='cuda:0') (tensor(226.8358, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.3958 (0.37703202641199507) | > loader_time: 0.0057 (0.004096653095628847)  --> TIME: 2024-06-12 03:52:26 -- STEP: 214/330 -- GLOBAL_STEP: 361125 | > loss_disc: 2.3953380584716797 (2.3652884403121828) | > loss_disc_real_0: 0.13020828366279602 (0.11397979217015694) | > loss_disc_real_1: 0.17999893426895142 (0.19640404967782654) | > loss_disc_real_2: 0.21168793737888336 (0.2111819541760694) | > loss_disc_real_3: 0.22996586561203003 (0.2299844319714564) | > loss_disc_real_4: 0.2493809312582016 (0.23195758775294384) | > loss_disc_real_5: 0.24202342331409454 (0.2229180387525915) | > loss_0: 2.3953380584716797 (2.3652884403121828) | > grad_norm_0: tensor(38.4301, device='cuda:0') (tensor(19.0362, device='cuda:0')) | > loss_gen: 2.378654718399048 (2.490129194527028) | > loss_kl: 1.918443202972412 (2.0223867670397873) | > loss_feat: 6.508737564086914 (6.980755079572446) | > loss_mel: 16.36318016052246 (17.175536449824538) | > loss_duration: 2.107759714126587 (2.011169185705273) | > loss_1: 29.276775360107422 (30.679976597010533) | > grad_norm_1: tensor(165.2053, device='cuda:0') (tensor(240.7774, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.407 (0.3802991247622766) | > loader_time: 0.0051 (0.004191937847672218)  --> TIME: 2024-06-12 03:52:37 -- STEP: 239/330 -- GLOBAL_STEP: 361150 | > loss_disc: 2.4627323150634766 (2.363919306000907) | > loss_disc_real_0: 0.16589584946632385 (0.11494379381505017) | > loss_disc_real_1: 0.2164996862411499 (0.19695340545855805) | > loss_disc_real_2: 0.17661790549755096 (0.2105212153001809) | > loss_disc_real_3: 0.22407379746437073 (0.23031119254094287) | > loss_disc_real_4: 0.21013279259204865 (0.23136266099608593) | > loss_disc_real_5: 0.22469806671142578 (0.22220705998243148) | > loss_0: 2.4627323150634766 (2.363919306000907) | > grad_norm_0: tensor(28.8986, device='cuda:0') (tensor(20.8101, device='cuda:0')) | > loss_gen: 2.3625640869140625 (2.497286583090426) | > loss_kl: 2.034177541732788 (2.0258495463486965) | > loss_feat: 6.266271114349365 (6.977000461961435) | > loss_mel: 15.872833251953125 (17.11835878364212) | > loss_duration: 2.067072868347168 (2.0203888870183384) | > loss_1: 28.602920532226562 (30.63888418923861) | > grad_norm_1: tensor(222.5135, device='cuda:0') (tensor(258.4737, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.4168 (0.383742263626354) | > loader_time: 0.0061 (0.004309699126367287)  --> TIME: 2024-06-12 03:52:48 -- STEP: 264/330 -- GLOBAL_STEP: 361175 | > loss_disc: 2.3669307231903076 (2.3672821846875296) | > loss_disc_real_0: 0.13593634963035583 (0.11673273261862271) | > loss_disc_real_1: 0.20556096732616425 (0.19710613567043433) | > loss_disc_real_2: 0.21586284041404724 (0.21170427424438068) | > loss_disc_real_3: 0.2179875373840332 (0.23011642045369654) | > loss_disc_real_4: 0.21558044850826263 (0.23117782158607786) | > loss_disc_real_5: 0.23081210255622864 (0.22138291111949718) | > loss_0: 2.3669307231903076 (2.3672821846875296) | > grad_norm_0: tensor(24.2040, device='cuda:0') (tensor(22.5128, device='cuda:0')) | > loss_gen: 2.4836111068725586 (2.496438640536683) | > loss_kl: 2.2118263244628906 (2.0283104935378713) | > loss_feat: 7.195484638214111 (6.986299966320847) | > loss_mel: 16.760215759277344 (17.09273857420141) | > loss_duration: 2.141409397125244 (2.0288108519532457) | > loss_1: 30.79254722595215 (30.632598450689606) | > grad_norm_1: tensor(545.6877, device='cuda:0') (tensor(278.9375, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.4291 (0.3881279031435649) | > loader_time: 0.0058 (0.004448441844997981)  --> TIME: 2024-06-12 03:52:59 -- STEP: 289/330 -- GLOBAL_STEP: 361200 | > loss_disc: 2.355238914489746 (2.368687896167533) | > loss_disc_real_0: 0.10003587603569031 (0.11753673263693351) | > loss_disc_real_1: 0.18290598690509796 (0.19734814886815816) | > loss_disc_real_2: 0.23375989496707916 (0.21161497773596152) | > loss_disc_real_3: 0.2141685038805008 (0.2304873315933254) | > loss_disc_real_4: 0.23093777894973755 (0.23135427841884454) | > loss_disc_real_5: 0.2304723709821701 (0.2213751989252427) | > loss_0: 2.355238914489746 (2.368687896167533) | > grad_norm_0: tensor(38.8427, device='cuda:0') (tensor(23.2988, device='cuda:0')) | > loss_gen: 2.457517385482788 (2.491823273959044) | > loss_kl: 2.0932488441467285 (2.0312894995237283) | > loss_feat: 7.626768112182617 (6.979718563053433) | > loss_mel: 16.295726776123047 (17.033875178300796) | > loss_duration: 2.1750359535217285 (2.0388130914793696) | > loss_1: 30.648296356201172 (30.575519548567932) | > grad_norm_1: tensor(534.4060, device='cuda:0') (tensor(291.8970, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.452 (0.39262476264399243) | > loader_time: 0.0059 (0.004586694149822509)  --> TIME: 2024-06-12 03:53:12 -- STEP: 314/330 -- GLOBAL_STEP: 361225 | > loss_disc: 2.3391194343566895 (2.3726976722668707) | > loss_disc_real_0: 0.09257354587316513 (0.11898286467429939) | > loss_disc_real_1: 0.1874491572380066 (0.19785205426679284) | > loss_disc_real_2: 0.2534632980823517 (0.21168284431384618) | > loss_disc_real_3: 0.22661809623241425 (0.2306759982446956) | > loss_disc_real_4: 0.2604815661907196 (0.23187694323670333) | > loss_disc_real_5: 0.2256157249212265 (0.2214799977981361) | > loss_0: 2.3391194343566895 (2.3726976722668707) | > grad_norm_0: tensor(30.4963, device='cuda:0') (tensor(24.8442, device='cuda:0')) | > loss_gen: 2.50960373878479 (2.4902328640032727) | > loss_kl: 2.143281936645508 (2.034964079310178) | > loss_feat: 8.423089027404785 (6.991160549175967) | > loss_mel: 16.905864715576172 (17.00642852722459) | > loss_duration: 2.247978925704956 (2.0518650723870384) | > loss_1: 32.229820251464844 (30.574651049960192) | > grad_norm_1: tensor(499.0427, device='cuda:0') (tensor(306.8918, device='cuda:0')) | > current_lr_0: 0.00018035658248437376 | > current_lr_1: 0.00018035658248437376 | > step_time: 0.5138 (0.40041206900481213) | > loader_time: 0.0074 (0.004790450357327791)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.699601650238037 (2.699601650238037) | > loss_disc_real_0: 0.13929086923599243 (0.13929086923599243) | > loss_disc_real_1: 0.20963898301124573 (0.20963898301124573) | > loss_disc_real_2: 0.24530771374702454 (0.24530771374702454) | > loss_disc_real_3: 0.2559768259525299 (0.2559768259525299) | > loss_disc_real_4: 0.21447230875492096 (0.21447230875492096) | > loss_disc_real_5: 0.31676122546195984 (0.31676122546195984) | > loss_0: 2.699601650238037 (2.699601650238037) | > loss_gen: 2.117363452911377 (2.117363452911377) | > loss_kl: 2.9124093055725098 (2.9124093055725098) | > loss_feat: 5.048861026763916 (5.048861026763916) | > loss_mel: 15.356132507324219 (15.356132507324219) | > loss_duration: 3.2118711471557617 (3.2118711471557617) | > loss_1: 28.646636962890625 (28.646636962890625)  --> STEP: 1 | > loss_disc: 2.3302626609802246 (2.3302626609802246) | > loss_disc_real_0: 0.12830999493598938 (0.12830999493598938) | > loss_disc_real_1: 0.14598648250102997 (0.14598648250102997) | > loss_disc_real_2: 0.18482103943824768 (0.18482103943824768) | > loss_disc_real_3: 0.19467604160308838 (0.19467604160308838) | > loss_disc_real_4: 0.2040649652481079 (0.2040649652481079) | > loss_disc_real_5: 0.24757786095142365 (0.24757786095142365) | > loss_0: 2.3302626609802246 (2.3302626609802246) | > loss_gen: 2.206789016723633 (2.206789016723633) | > loss_kl: 3.811861515045166 (3.811861515045166) | > loss_feat: 7.994618892669678 (7.994618892669678) | > loss_mel: 18.058807373046875 (18.058807373046875) | > loss_duration: 2.4604055881500244 (2.4604055881500244) | > loss_1: 34.5324821472168 (34.5324821472168)  --> STEP: 2 | > loss_disc: 2.4090185165405273 (2.369640588760376) | > loss_disc_real_0: 0.08623617887496948 (0.10727308690547943) | > loss_disc_real_1: 0.2605503797531128 (0.20326843112707138) | > loss_disc_real_2: 0.285937637090683 (0.23537933826446533) | > loss_disc_real_3: 0.25901612639427185 (0.22684608399868011) | > loss_disc_real_4: 0.20797064900398254 (0.20601780712604523) | > loss_disc_real_5: 0.19129346311092377 (0.2194356620311737) | > loss_0: 2.4090185165405273 (2.369640588760376) | > loss_gen: 2.3028078079223633 (2.254798412322998) | > loss_kl: 3.1523661613464355 (3.482113838195801) | > loss_feat: 5.6127214431762695 (6.803670167922974) | > loss_mel: 17.53145408630371 (17.795130729675293) | > loss_duration: 2.474242687225342 (2.467324137687683) | > loss_1: 31.073593139648438 (32.80303764343262)  --> STEP: 3 | > loss_disc: 2.159170627593994 (2.2994839350382485) | > loss_disc_real_0: 0.15641620755195618 (0.12365412712097168) | > loss_disc_real_1: 0.1289644092321396 (0.17850042382876077) | > loss_disc_real_2: 0.20403626561164856 (0.22493164738019308) | > loss_disc_real_3: 0.17581681907176971 (0.2098363290230433) | > loss_disc_real_4: 0.19181101024150848 (0.201282208164533) | > loss_disc_real_5: 0.21730166673660278 (0.21872433026631674) | > loss_0: 2.159170627593994 (2.2994839350382485) | > loss_gen: 2.376262664794922 (2.295286496480306) | > loss_kl: 3.8644723892211914 (3.6095666885375977) | > loss_feat: 7.179572582244873 (6.92897097269694) | > loss_mel: 18.225265502929688 (17.938508987426758) | > loss_duration: 2.470618724822998 (2.4684223333994546) | > loss_1: 34.11619186401367 (33.24075571695963)  --> STEP: 4 | > loss_disc: 2.374539613723755 (2.3182478547096252) | > loss_disc_real_0: 0.22407597303390503 (0.14875958859920502) | > loss_disc_real_1: 0.19675831496715546 (0.18306489661335945) | > loss_disc_real_2: 0.20648422837257385 (0.22031979262828827) | > loss_disc_real_3: 0.18778371810913086 (0.2043231762945652) | > loss_disc_real_4: 0.1685200035572052 (0.19309165701270103) | > loss_disc_real_5: 0.1953856199979782 (0.2128896526992321) | > loss_0: 2.374539613723755 (2.3182478547096252) | > loss_gen: 2.393883228302002 (2.31993567943573) | > loss_kl: 3.7864644527435303 (3.653791129589081) | > loss_feat: 7.973238468170166 (7.190037846565247) | > loss_mel: 18.735801696777344 (18.137832164764404) | > loss_duration: 2.3587725162506104 (2.4410098791122437) | > loss_1: 35.24816131591797 (33.74260711669922)  --> STEP: 5 | > loss_disc: 2.5086557865142822 (2.3563294410705566) | > loss_disc_real_0: 0.21333906054496765 (0.16167548298835754) | > loss_disc_real_1: 0.3041008412837982 (0.2072720855474472) | > loss_disc_real_2: 0.2797480523586273 (0.23220544457435607) | > loss_disc_real_3: 0.2602395713329315 (0.21550645530223847) | > loss_disc_real_4: 0.13387851417064667 (0.18124902844429017) | > loss_disc_real_5: 0.21971073746681213 (0.21425386965274812) | > loss_0: 2.5086557865142822 (2.3563294410705566) | > loss_gen: 2.3986940383911133 (2.335687351226807) | > loss_kl: 2.0402512550354004 (3.331083154678345) | > loss_feat: 4.679953575134277 (6.688020992279053) | > loss_mel: 17.680126190185547 (18.046290969848634) | > loss_duration: 2.2959656715393066 (2.412001037597656) | > loss_1: 29.09499168395996 (32.813084030151366)  --> STEP: 6 | > loss_disc: 2.413132667541504 (2.3657966454823813) | > loss_disc_real_0: 0.056072019040584564 (0.14407490566372871) | > loss_disc_real_1: 0.23386473953723907 (0.21170419454574585) | > loss_disc_real_2: 0.2617400288581848 (0.23712787528832754) | > loss_disc_real_3: 0.2374652475118637 (0.21916625400384268) | > loss_disc_real_4: 0.20804257690906525 (0.185714619855086) | > loss_disc_real_5: 0.31078216433525085 (0.23034191876649857) | > loss_0: 2.413132667541504 (2.3657966454823813) | > loss_gen: 2.503920316696167 (2.363726178805033) | > loss_kl: 2.83454966545105 (3.2483275731404624) | > loss_feat: 6.113237380981445 (6.592223723729451) | > loss_mel: 17.79828453063965 (18.0049565633138) | > loss_duration: 2.1934728622436523 (2.3755796750386557) | > loss_1: 31.443462371826172 (32.58481375376383)  --> STEP: 7 | > loss_disc: 2.6732888221740723 (2.40972409929548) | > loss_disc_real_0: 0.25007790327072144 (0.15921819103615625) | > loss_disc_real_1: 0.3227948844432831 (0.22757429310253688) | > loss_disc_real_2: 0.17983916401863098 (0.22894377367837088) | > loss_disc_real_3: 0.2640431225299835 (0.2255772352218628) | > loss_disc_real_4: 0.2536892890930176 (0.19542528688907623) | > loss_disc_real_5: 0.23994174599647522 (0.23171332265649522) | > loss_0: 2.6732888221740723 (2.40972409929548) | > loss_gen: 2.1418628692626953 (2.332031420298985) | > loss_kl: 4.541454792022705 (3.4330600329807828) | > loss_feat: 3.9429070949554443 (6.213749919618879) | > loss_mel: 16.055522918701172 (17.726466042654856) | > loss_duration: 2.530395269393921 (2.3976961885179793) | > loss_1: 29.212142944335938 (32.10300363813128)  --> STEP: 8 | > loss_disc: 2.5884106159210205 (2.4320599138736725) | > loss_disc_real_0: 0.20079627633094788 (0.1644154516980052) | > loss_disc_real_1: 0.16258525848388672 (0.2194506637752056) | > loss_disc_real_2: 0.30935925245285034 (0.23899570852518082) | > loss_disc_real_3: 0.23111137747764587 (0.22626900300383568) | > loss_disc_real_4: 0.1621459722518921 (0.19126537255942822) | > loss_disc_real_5: 0.17310206592082977 (0.22438691556453705) | > loss_0: 2.5884106159210205 (2.4320599138736725) | > loss_gen: 2.1531901359558105 (2.3096762597560883) | > loss_kl: 3.2518067359924316 (3.4104033708572388) | > loss_feat: 9.933930397033691 (6.678772479295731) | > loss_mel: 18.047042846679688 (17.76653814315796) | > loss_duration: 2.3537840843200684 (2.3922071754932404) | > loss_1: 35.73975372314453 (32.557597398757935)  --> STEP: 9 | > loss_disc: 2.5533292293548584 (2.445534282260471) | > loss_disc_real_0: 0.24751001596450806 (0.17364818106094995) | > loss_disc_real_1: 0.1818971186876297 (0.21527804765436384) | > loss_disc_real_2: 0.2715603709220886 (0.24261400434705946) | > loss_disc_real_3: 0.24136342108249664 (0.22794616056813133) | > loss_disc_real_4: 0.21947577595710754 (0.19439986182583702) | > loss_disc_real_5: 0.24084076285362244 (0.22621512081887987) | > loss_0: 2.5533292293548584 (2.445534282260471) | > loss_gen: 2.4868075847625732 (2.3293575180901422) | > loss_kl: 2.280723810195923 (3.284883419672648) | > loss_feat: 7.5010666847229 (6.770138502120972) | > loss_mel: 17.511947631835938 (17.738250308566624) | > loss_duration: 2.1574764251708984 (2.36612598101298) | > loss_1: 31.93802261352539 (32.488755755954315)  --> STEP: 10 | > loss_disc: 2.4270217418670654 (2.4436830282211304) | > loss_disc_real_0: 0.20010313391685486 (0.17629367634654045) | > loss_disc_real_1: 0.28167107701301575 (0.22191735059022905) | > loss_disc_real_2: 0.2944605350494385 (0.24779865741729737) | > loss_disc_real_3: 0.23206284642219543 (0.22835782915353775) | > loss_disc_real_4: 0.20997755229473114 (0.19595763087272644) | > loss_disc_real_5: 0.27308741211891174 (0.23090234994888306) | > loss_0: 2.4270217418670654 (2.4436830282211304) | > loss_gen: 2.750392436981201 (2.371461009979248) | > loss_kl: 2.98234486579895 (3.2546295642852785) | > loss_feat: 6.379977703094482 (6.731122422218323) | > loss_mel: 17.42286491394043 (17.706711769104004) | > loss_duration: 2.3332412242889404 (2.3628375053405763) | > loss_1: 31.868820190429688 (32.42676219940186)  --> STEP: 11 | > loss_disc: 2.4504494667053223 (2.4442981589924204) | > loss_disc_real_0: 0.09508171677589417 (0.16891077093102716) | > loss_disc_real_1: 0.254378080368042 (0.22486832602457565) | > loss_disc_real_2: 0.22566837072372437 (0.2457868131724271) | > loss_disc_real_3: 0.2328939586877823 (0.2287702045657418) | > loss_disc_real_4: 0.2469572275876999 (0.20059395784681494) | > loss_disc_real_5: 0.25966593623161316 (0.23351722142913126) | > loss_0: 2.4504494667053223 (2.4442981589924204) | > loss_gen: 2.3247158527374268 (2.3672114502299917) | > loss_kl: 3.9457006454467773 (3.317454208027233) | > loss_feat: 6.041503429412842 (6.668429786508733) | > loss_mel: 13.153839111328125 (17.292814254760742) | > loss_duration: 2.5891807079315186 (2.383414160121571) | > loss_1: 28.05493927001953 (32.02932375127619)  --> STEP: 12 | > loss_disc: 2.4776933193206787 (2.4470810890197754) | > loss_disc_real_0: 0.17014747858047485 (0.16901382990181446) | > loss_disc_real_1: 0.23934881389141083 (0.22607503334681192) | > loss_disc_real_2: 0.3076768219470978 (0.25094431390364963) | > loss_disc_real_3: 0.2266514152288437 (0.22859363878766695) | > loss_disc_real_4: 0.20449833571910858 (0.20091932266950607) | > loss_disc_real_5: 0.24242165684700012 (0.23425925771395364) | > loss_0: 2.4776933193206787 (2.4470810890197754) | > loss_gen: 2.352959394454956 (2.3660237789154053) | > loss_kl: 2.3377084732055664 (3.2358087301254272) | > loss_feat: 5.539490699768066 (6.574351529280345) | > loss_mel: 14.712766647338867 (17.077810287475586) | > loss_duration: 2.2467689514160156 (2.372027059396108) | > loss_1: 27.189693450927734 (31.62602122624715)  --> STEP: 13 | > loss_disc: 2.6024978160858154 (2.4590362218710093) | > loss_disc_real_0: 0.220530703663826 (0.1729766663450461) | > loss_disc_real_1: 0.38530170917510986 (0.23832323917975792) | > loss_disc_real_2: 0.21205559372901917 (0.24795287389021653) | > loss_disc_real_3: 0.28725939989089966 (0.23310638964176178) | > loss_disc_real_4: 0.21893449127674103 (0.20230510487006262) | > loss_disc_real_5: 0.2179754227399826 (0.2330066550236482) | > loss_0: 2.6024978160858154 (2.4590362218710093) | > loss_gen: 2.5223073959350586 (2.378045595609225) | > loss_kl: 3.955374240875244 (3.2911599232600284) | > loss_feat: 5.64483642578125 (6.502850367472722) | > loss_mel: 16.16352081298828 (17.00748032789964) | > loss_duration: 2.3165462017059326 (2.3677593011122484) | > loss_1: 30.602582931518555 (31.54729520357572)  --> STEP: 14 | > loss_disc: 2.380168914794922 (2.4534028427941457) | > loss_disc_real_0: 0.0917581245303154 (0.1671753419297082) | > loss_disc_real_1: 0.11935677379369736 (0.22982563450932503) | > loss_disc_real_2: 0.19467592239379883 (0.24414737735475814) | > loss_disc_real_3: 0.22485151886940002 (0.2325167560151645) | > loss_disc_real_4: 0.18648411333560944 (0.2011750340461731) | > loss_disc_real_5: 0.18365374207496643 (0.2294814469558852) | > loss_0: 2.380168914794922 (2.4534028427941457) | > loss_gen: 2.1776866912841797 (2.363734245300293) | > loss_kl: 3.5582218170166016 (3.3102357728140697) | > loss_feat: 7.728302001953125 (6.590382627078465) | > loss_mel: 19.606046676635742 (17.19309220995222) | > loss_duration: 2.3949947357177734 (2.369704689298357) | > loss_1: 35.46525573730469 (31.827149527413503)  --> STEP: 15 | > loss_disc: 2.635056495666504 (2.46551308631897) | > loss_disc_real_0: 0.21305646002292633 (0.17023408313592275) | > loss_disc_real_1: 0.21185822784900665 (0.22862780739863714) | > loss_disc_real_2: 0.28445008397102356 (0.24683422446250916) | > loss_disc_real_3: 0.26667892932891846 (0.23479423423608145) | > loss_disc_real_4: 0.20695045590400696 (0.2015600621700287) | > loss_disc_real_5: 0.21480925381183624 (0.22850330074628195) | > loss_0: 2.635056495666504 (2.46551308631897) | > loss_gen: 2.2516112327575684 (2.3562593777974445) | > loss_kl: 3.421039342880249 (3.317622677485148) | > loss_feat: 9.056097984313965 (6.754763650894165) | > loss_mel: 17.48191261291504 (17.212346903483073) | > loss_duration: 2.451322078704834 (2.375145848592122) | > loss_1: 34.66197967529297 (32.0161382039388)  --> STEP: 16 | > loss_disc: 2.360837459564209 (2.458970859646797) | > loss_disc_real_0: 0.22171728312969208 (0.17345178313553333) | > loss_disc_real_1: 0.16753779351711273 (0.22480968153104186) | > loss_disc_real_2: 0.250434011220932 (0.24705921113491058) | > loss_disc_real_3: 0.22166287899017334 (0.23397352453321218) | > loss_disc_real_4: 0.16624149680137634 (0.19935265183448792) | > loss_disc_real_5: 0.24421298503875732 (0.22948515601456165) | > loss_0: 2.360837459564209 (2.458970859646797) | > loss_gen: 2.503810405731201 (2.3654813170433044) | > loss_kl: 3.358311653137207 (3.320165738463402) | > loss_feat: 7.754585266113281 (6.81725250184536) | > loss_mel: 17.0186767578125 (17.200242519378662) | > loss_duration: 2.397448778152466 (2.376539781689644) | > loss_1: 33.032833099365234 (32.079681634902954)  --> STEP: 17 | > loss_disc: 2.6080901622772217 (2.46774258333094) | > loss_disc_real_0: 0.27104002237319946 (0.17919226779657252) | > loss_disc_real_1: 0.3150429129600525 (0.23011751867392483) | > loss_disc_real_2: 0.27929362654685974 (0.2489553532179664) | > loss_disc_real_3: 0.23396313190460205 (0.23397291320211747) | > loss_disc_real_4: 0.19598038494586945 (0.19915428319398096) | > loss_disc_real_5: 0.27573052048683167 (0.232205471571754) | > loss_0: 2.6080901622772217 (2.46774258333094) | > loss_gen: 2.5877609252929688 (2.378556588116814) | > loss_kl: 2.2742061614990234 (3.2586387045243206) | > loss_feat: 5.429623126983643 (6.735627244500553) | > loss_mel: 16.585987091064453 (17.164109847124884) | > loss_duration: 2.4373526573181152 (2.380117009667789) | > loss_1: 29.314929962158203 (31.917049183565027)  --> STEP: 18 | > loss_disc: 2.517773389816284 (2.470522072580126) | > loss_disc_real_0: 0.21286308765411377 (0.18106286889976925) | > loss_disc_real_1: 0.20589034259319305 (0.22877156444721752) | > loss_disc_real_2: 0.19027969241142273 (0.24569559428426954) | > loss_disc_real_3: 0.18343257904052734 (0.2311651168598069) | > loss_disc_real_4: 0.2179732769727707 (0.20019978284835815) | > loss_disc_real_5: 0.24221479892730713 (0.23276154531372917) | > loss_0: 2.517773389816284 (2.470522072580126) | > loss_gen: 2.1632068157196045 (2.3665927118725247) | > loss_kl: 3.5821781158447266 (3.2766131162643433) | > loss_feat: 8.479095458984375 (6.832486589749654) | > loss_mel: 16.32778549194336 (17.117647382948135) | > loss_duration: 2.2495641708374023 (2.3728640741772122) | > loss_1: 32.80183029174805 (31.966203689575195)  --> STEP: 19 | > loss_disc: 2.5033700466156006 (2.4722509133188346) | > loss_disc_real_0: 0.14139297604560852 (0.17897497980218185) | > loss_disc_real_1: 0.24887590110301971 (0.22982968742910184) | > loss_disc_real_2: 0.29223933815956116 (0.24814526501454806) | > loss_disc_real_3: 0.24736778438091278 (0.23201788883460195) | > loss_disc_real_4: 0.1847364753484726 (0.19938592455889048) | > loss_disc_real_5: 0.20254075527191162 (0.2311709774167914) | > loss_0: 2.5033700466156006 (2.4722509133188346) | > loss_gen: 2.311276435852051 (2.363681328924079) | > loss_kl: 2.400845766067505 (3.230520097832931) | > loss_feat: 5.2359113693237305 (6.748456314990395) | > loss_mel: 16.871288299560547 (17.10468111540142) | > loss_duration: 2.3523545265197754 (2.371784624300505) | > loss_1: 29.171674728393555 (31.819123217934056)  --> STEP: 20 | > loss_disc: 2.279974937438965 (2.462637114524841) | > loss_disc_real_0: 0.08613413572311401 (0.17433293759822846) | > loss_disc_real_1: 0.16518305242061615 (0.22659735567867756) | > loss_disc_real_2: 0.22023239731788635 (0.24674962162971498) | > loss_disc_real_3: 0.20665037631988525 (0.2307495132088661) | > loss_disc_real_4: 0.13437825441360474 (0.1961355410516262) | > loss_disc_real_5: 0.15803465247154236 (0.22751416116952897) | > loss_0: 2.279974937438965 (2.462637114524841) | > loss_gen: 2.2708606719970703 (2.3590402960777284) | > loss_kl: 2.6941585540771484 (3.2037020206451414) | > loss_feat: 7.730397701263428 (6.797553384304047) | > loss_mel: 18.848461151123047 (17.1918701171875) | > loss_duration: 2.293752908706665 (2.367883038520813) | > loss_1: 33.83763122558594 (31.92004861831665)  --> STEP: 21 | > loss_disc: 2.3420016765594482 (2.4568925698598227) | > loss_disc_real_0: 0.11568531394004822 (0.1715401936145056) | > loss_disc_real_1: 0.19493569433689117 (0.22508965751954488) | > loss_disc_real_2: 0.2794167995452881 (0.24830520153045654) | > loss_disc_real_3: 0.2200808823108673 (0.23024148316610427) | > loss_disc_real_4: 0.17130549252033234 (0.19495315778823125) | > loss_disc_real_5: 0.17236849665641785 (0.2248881771450951) | > loss_0: 2.3420016765594482 (2.4568925698598227) | > loss_gen: 2.2657575607299805 (2.354598261061169) | > loss_kl: 2.9955012798309326 (3.193787699653989) | > loss_feat: 5.452150821685791 (6.733486595607939) | > loss_mel: 16.18083953857422 (17.1437258039202) | > loss_duration: 2.154963970184326 (2.3577440352666947) | > loss_1: 29.049213409423828 (31.783342179797945)  --> STEP: 22 | > loss_disc: 2.482935667037964 (2.4580763470042837) | > loss_disc_real_0: 0.14052066206932068 (0.17013021490790628) | > loss_disc_real_1: 0.18728025257587433 (0.22337104820392348) | > loss_disc_real_2: 0.22117264568805695 (0.2470719035376202) | > loss_disc_real_3: 0.20645402371883392 (0.22916023500941016) | > loss_disc_real_4: 0.1906455010175705 (0.19475735520774667) | > loss_disc_real_5: 0.1507679522037506 (0.22151907601139761) | > loss_0: 2.482935667037964 (2.4580763470042837) | > loss_gen: 2.0744516849517822 (2.3418643257834693) | > loss_kl: 2.6087148189544678 (3.1671934778040107) | > loss_feat: 6.372957229614258 (6.717098897153681) | > loss_mel: 17.269304275512695 (17.149433916265313) | > loss_duration: 2.210829257965088 (2.351066090843894) | > loss_1: 30.536256790161133 (31.726656480269)  --> STEP: 23 | > loss_disc: 2.5333364009857178 (2.4613485232643457) | > loss_disc_real_0: 0.18450672924518585 (0.17075528074865756) | > loss_disc_real_1: 0.30718719959259033 (0.22701522869908292) | > loss_disc_real_2: 0.32920318841934204 (0.25064282896726026) | > loss_disc_real_3: 0.23317568004131317 (0.22933481957601465) | > loss_disc_real_4: 0.21355748176574707 (0.19557475201461627) | > loss_disc_real_5: 0.23301640152931213 (0.2220189597295678) | > loss_0: 2.5333364009857178 (2.4613485232643457) | > loss_gen: 2.632558822631836 (2.3545032169507896) | > loss_kl: 2.7623119354248047 (3.1495899324831753) | > loss_feat: 6.204841136932373 (6.694826820622319) | > loss_mel: 15.328575134277344 (17.0702661431354) | > loss_duration: 2.267540216445923 (2.3474345310874605) | > loss_1: 29.19582748413086 (31.616620436958645)  --> STEP: 24 | > loss_disc: 2.477701187133789 (2.462029884258906) | > loss_disc_real_0: 0.09829099476337433 (0.16773593549927077) | > loss_disc_real_1: 0.28097379207611084 (0.22926350217312574) | > loss_disc_real_2: 0.32893866300582886 (0.25390515538553393) | > loss_disc_real_3: 0.23236019909381866 (0.22946087705592313) | > loss_disc_real_4: 0.1667192429304123 (0.19437243913610777) | > loss_disc_real_5: 0.20499946177005768 (0.2213098139812549) | > loss_0: 2.477701187133789 (2.462029884258906) | > loss_gen: 2.327693462371826 (2.353386143843333) | > loss_kl: 2.9656972885131836 (3.141927738984426) | > loss_feat: 7.859106063842773 (6.743338455756505) | > loss_mel: 17.096960067749023 (17.071378389994297) | > loss_duration: 2.4675889015197754 (2.352440963188807) | > loss_1: 32.71704864501953 (31.662471612294514)  --> STEP: 25 | > loss_disc: 2.356707811355591 (2.4578170013427734) | > loss_disc_real_0: 0.1447809487581253 (0.16681773602962494) | > loss_disc_real_1: 0.2411256730556488 (0.22973798900842668) | > loss_disc_real_2: 0.18536916375160217 (0.25116371572017665) | > loss_disc_real_3: 0.1950429379940033 (0.22808415949344635) | > loss_disc_real_4: 0.1942991018295288 (0.19436950564384461) | > loss_disc_real_5: 0.17227567732334137 (0.21934844851493834) | > loss_0: 2.356707811355591 (2.4578170013427734) | > loss_gen: 2.1669838428497314 (2.345930051803589) | > loss_kl: 2.864285469055176 (3.1308220481872557) | > loss_feat: 3.9292216300964355 (6.6307737827301025) | > loss_mel: 11.641050338745117 (16.85416526794433) | > loss_duration: 2.399333953857422 (2.354316682815552) | > loss_1: 23.00087547302246 (31.316007766723633)  --> STEP: 26 | > loss_disc: 2.6424899101257324 (2.4649198055267334) | > loss_disc_real_0: 0.25700023770332336 (0.17028629378630564) | > loss_disc_real_1: 0.13354085385799408 (0.2260380991949485) | > loss_disc_real_2: 0.22725562751293182 (0.25024417386605186) | > loss_disc_real_3: 0.19751045107841492 (0.22690824763132975) | > loss_disc_real_4: 0.12910018861293793 (0.19185914729650205) | > loss_disc_real_5: 0.1899278610944748 (0.21821688746030515) | > loss_0: 2.6424899101257324 (2.4649198055267334) | > loss_gen: 1.9365065097808838 (2.3301829924950237) | > loss_kl: 2.4728996753692627 (3.10551734154041) | > loss_feat: 8.716618537902832 (6.710998581005977) | > loss_mel: 19.899965286254883 (16.971311422494736) | > loss_duration: 2.313765287399292 (2.3527570137610807) | > loss_1: 35.33975601196289 (31.47076731461745) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024234239871685323 (+5.407516772930462e-05) | > avg_loss_disc: 2.4649198055267334 (+0.026285364077641482) | > avg_loss_disc_real_0: 0.17028629378630564 (+0.016979619144247116) | > avg_loss_disc_real_1: 0.2260380991949485 (+0.04409651888104585) | > avg_loss_disc_real_2: 0.25024417386605186 (+0.033509813822232726) | > avg_loss_disc_real_3: 0.22690824763132975 (-0.007672958649121819) | > avg_loss_disc_real_4: 0.19185914729650205 (-0.06214665048397505) | > avg_loss_disc_real_5: 0.21821688746030515 (+0.003491099350727528) | > avg_loss_0: 2.4649198055267334 (+0.026285364077641482) | > avg_loss_gen: 2.3301829924950237 (+0.04644096814669085) | > avg_loss_kl: 3.10551734154041 (-0.009212796504680654) | > avg_loss_feat: 6.710998581005977 (-0.47430606071765613) | > avg_loss_mel: 16.971311422494736 (-0.34888803041898697) | > avg_loss_duration: 2.3527570137610807 (-0.03893800882192666) | > avg_loss_1: 31.47076731461745 (-0.8249037082378656)  > EPOCH: 828/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:53:42)   --> TIME: 2024-06-12 03:53:46 -- STEP: 9/330 -- GLOBAL_STEP: 361250 | > loss_disc: 2.3415958881378174 (2.3030291663275824) | > loss_disc_real_0: 0.09973690658807755 (0.10483292076322767) | > loss_disc_real_1: 0.15732550621032715 (0.19338427815172407) | > loss_disc_real_2: 0.1812104731798172 (0.20167456401718986) | > loss_disc_real_3: 0.23564544320106506 (0.23065773480468327) | > loss_disc_real_4: 0.24207986891269684 (0.23860449261135525) | > loss_disc_real_5: 0.24403196573257446 (0.22691751685407427) | > loss_0: 2.3415958881378174 (2.3030291663275824) | > grad_norm_0: tensor(5.5635, device='cuda:0') (tensor(7.9143, device='cuda:0')) | > loss_gen: 2.424196243286133 (2.5245640807681613) | > loss_kl: 2.100696325302124 (2.0224815474616156) | > loss_feat: 6.359994888305664 (6.8591137462192115) | > loss_mel: 17.712081909179688 (17.851302676730686) | > loss_duration: 2.0547642707824707 (2.1006922986772327) | > loss_1: 30.6517333984375 (31.35815387301975) | > grad_norm_1: tensor(74.9982, device='cuda:0') (tensor(85.5287, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.348 (0.36725295914544) | > loader_time: 0.0027 (0.0030785401662190757)  --> TIME: 2024-06-12 03:53:55 -- STEP: 34/330 -- GLOBAL_STEP: 361275 | > loss_disc: 2.2828712463378906 (2.307621507083669) | > loss_disc_real_0: 0.08522719144821167 (0.10278203163076849) | > loss_disc_real_1: 0.19157232344150543 (0.19542768422295065) | > loss_disc_real_2: 0.22873419523239136 (0.20677335341187084) | > loss_disc_real_3: 0.2520487606525421 (0.2266768002334763) | > loss_disc_real_4: 0.24963077902793884 (0.22926770325969248) | > loss_disc_real_5: 0.20596495270729065 (0.21992853809805477) | > loss_0: 2.2828712463378906 (2.307621507083669) | > grad_norm_0: tensor(5.7128, device='cuda:0') (tensor(8.0981, device='cuda:0')) | > loss_gen: 2.4244303703308105 (2.517856632961947) | > loss_kl: 1.94741690158844 (1.9460379691684948) | > loss_feat: 7.494076728820801 (6.974505326327155) | > loss_mel: 17.522907257080078 (17.40761745677274) | > loss_duration: 1.9869256019592285 (2.0048513938398917) | > loss_1: 31.375757217407227 (30.850868393393124) | > grad_norm_1: tensor(55.0060, device='cuda:0') (tensor(86.7321, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.355 (0.3611217877444099) | > loader_time: 0.0042 (0.0033532030442181755)  --> TIME: 2024-06-12 03:54:05 -- STEP: 59/330 -- GLOBAL_STEP: 361300 | > loss_disc: 2.4118025302886963 (2.337088289907423) | > loss_disc_real_0: 0.11763952672481537 (0.10326290547342623) | > loss_disc_real_1: 0.18167375028133392 (0.1947262610419322) | > loss_disc_real_2: 0.17646652460098267 (0.20826858231576822) | > loss_disc_real_3: 0.2561451494693756 (0.23192097549721347) | > loss_disc_real_4: 0.24000024795532227 (0.23204380475868613) | > loss_disc_real_5: 0.24085307121276855 (0.22183121513512175) | > loss_0: 2.4118025302886963 (2.337088289907423) | > grad_norm_0: tensor(10.7037, device='cuda:0') (tensor(9.0639, device='cuda:0')) | > loss_gen: 2.468019723892212 (2.501064187389309) | > loss_kl: 1.7078317403793335 (1.93976158610845) | > loss_feat: 7.456328868865967 (7.027763358617233) | > loss_mel: 17.186119079589844 (17.36004095562434) | > loss_duration: 1.946244478225708 (1.9858056771553163) | > loss_1: 30.764545440673828 (30.814435635582875) | > grad_norm_1: tensor(243.6497, device='cuda:0') (tensor(100.7611, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.3939 (0.36985862861245367) | > loader_time: 0.0038 (0.003473669795666711)  --> TIME: 2024-06-12 03:54:15 -- STEP: 84/330 -- GLOBAL_STEP: 361325 | > loss_disc: 2.392596483230591 (2.3375167676380695) | > loss_disc_real_0: 0.10008060932159424 (0.10534286144233887) | > loss_disc_real_1: 0.22089065611362457 (0.19434312056927455) | > loss_disc_real_2: 0.21203087270259857 (0.2083709788109575) | > loss_disc_real_3: 0.23189175128936768 (0.23045869242577327) | > loss_disc_real_4: 0.23929926753044128 (0.2323609987894694) | > loss_disc_real_5: 0.2213309407234192 (0.22332847490906715) | > loss_0: 2.392596483230591 (2.3375167676380695) | > grad_norm_0: tensor(11.1379, device='cuda:0') (tensor(9.1374, device='cuda:0')) | > loss_gen: 2.4333693981170654 (2.496187706788381) | > loss_kl: 1.8204078674316406 (1.9615624291556222) | > loss_feat: 6.471070289611816 (7.02241495677403) | > loss_mel: 17.264745712280273 (17.29978745324271) | > loss_duration: 2.0390100479125977 (1.9810589693841476) | > loss_1: 30.028602600097656 (30.761011418842134) | > grad_norm_1: tensor(168.9511, device='cuda:0') (tensor(106.4620, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.3675 (0.37127546185538873) | > loader_time: 0.0037 (0.0035247604052225747)  --> TIME: 2024-06-12 03:54:24 -- STEP: 109/330 -- GLOBAL_STEP: 361350 | > loss_disc: 2.3158183097839355 (2.3450527519261057) | > loss_disc_real_0: 0.10249849408864975 (0.10899997140289448) | > loss_disc_real_1: 0.19126242399215698 (0.1953364602469523) | > loss_disc_real_2: 0.1710420548915863 (0.2089656376784001) | > loss_disc_real_3: 0.22853687405586243 (0.23033403106238864) | > loss_disc_real_4: 0.25577470660209656 (0.23267704330453085) | > loss_disc_real_5: 0.24519343674182892 (0.22366901357239538) | > loss_0: 2.3158183097839355 (2.3450527519261057) | > grad_norm_0: tensor(8.7451, device='cuda:0') (tensor(9.0000, device='cuda:0')) | > loss_gen: 2.5866971015930176 (2.492394655122669) | > loss_kl: 2.2457804679870605 (1.9741928249324134) | > loss_feat: 7.368358135223389 (7.030197983488031) | > loss_mel: 17.262989044189453 (17.28024633215108) | > loss_duration: 1.9180197715759277 (1.9838077847017057) | > loss_1: 31.381845474243164 (30.760839479778884) | > grad_norm_1: tensor(59.8000, device='cuda:0') (tensor(101.4693, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.3765 (0.37217760086059565) | > loader_time: 0.0056 (0.0036014810614629625)  --> TIME: 2024-06-12 03:54:34 -- STEP: 134/330 -- GLOBAL_STEP: 361375 | > loss_disc: 2.4245104789733887 (2.352735631501496) | > loss_disc_real_0: 0.12382299453020096 (0.11089585115438079) | > loss_disc_real_1: 0.1893012523651123 (0.19524089280349105) | > loss_disc_real_2: 0.21115924417972565 (0.21042610126644817) | > loss_disc_real_3: 0.228683739900589 (0.23030320999782478) | > loss_disc_real_4: 0.21638427674770355 (0.23278617436316476) | > loss_disc_real_5: 0.20328263938426971 (0.22303510879847543) | > loss_0: 2.4245104789733887 (2.352735631501496) | > grad_norm_0: tensor(9.8078, device='cuda:0') (tensor(9.0000, device='cuda:0')) | > loss_gen: 2.442121982574463 (2.4800412387990236) | > loss_kl: 2.1924893856048584 (1.980202353712338) | > loss_feat: 7.48886775970459 (7.003269152854806) | > loss_mel: 17.439496994018555 (17.287274930014544) | > loss_duration: 1.9977405071258545 (1.988773269439811) | > loss_1: 31.560714721679688 (30.73956081048766) | > grad_norm_1: tensor(95.9144, device='cuda:0') (tensor(96.1053, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.3918 (0.37373684591321793) | > loader_time: 0.0045 (0.0037014626744967787)  --> TIME: 2024-06-12 03:54:44 -- STEP: 159/330 -- GLOBAL_STEP: 361400 | > loss_disc: 2.3592514991760254 (2.3566286084037142) | > loss_disc_real_0: 0.12778809666633606 (0.11224536555555631) | > loss_disc_real_1: 0.2222466617822647 (0.19642792857667937) | > loss_disc_real_2: 0.147521510720253 (0.2098437507384978) | > loss_disc_real_3: 0.24078190326690674 (0.23049668424159475) | > loss_disc_real_4: 0.22395005822181702 (0.23266294308053623) | > loss_disc_real_5: 0.24588342010974884 (0.22331002251532092) | > loss_0: 2.3592514991760254 (2.3566286084037142) | > grad_norm_0: tensor(12.6239, device='cuda:0') (tensor(9.4282, device='cuda:0')) | > loss_gen: 2.4007601737976074 (2.4763172152657167) | > loss_kl: 1.9596776962280273 (1.9882052184650734) | > loss_feat: 7.314193248748779 (6.9941946785405) | > loss_mel: 16.622060775756836 (17.27074025711924) | > loss_duration: 2.01847505569458 (1.9931882799796339) | > loss_1: 30.315166473388672 (30.7226455016706) | > grad_norm_1: tensor(168.2757, device='cuda:0') (tensor(103.7124, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.3814 (0.3762469381656285) | > loader_time: 0.0045 (0.003810303766022688)  --> TIME: 2024-06-12 03:54:54 -- STEP: 184/330 -- GLOBAL_STEP: 361425 | > loss_disc: 2.354144334793091 (2.362217614184255) | > loss_disc_real_0: 0.08652335405349731 (0.11336077948141357) | > loss_disc_real_1: 0.18162567913532257 (0.19665010014305945) | > loss_disc_real_2: 0.22854439914226532 (0.21019940620855146) | > loss_disc_real_3: 0.2610904574394226 (0.23086130732427473) | > loss_disc_real_4: 0.25813066959381104 (0.23328404233831426) | > loss_disc_real_5: 0.2465149164199829 (0.2243152613873067) | > loss_0: 2.354144334793091 (2.362217614184255) | > grad_norm_0: tensor(18.6565, device='cuda:0') (tensor(10.5698, device='cuda:0')) | > loss_gen: 2.388084650039673 (2.4709413194138072) | > loss_kl: 1.9465960264205933 (1.9952429545962291) | > loss_feat: 6.649982452392578 (6.974479854106903) | > loss_mel: 17.27411460876465 (17.23199418835018) | > loss_duration: 2.04712176322937 (2.001008315578751) | > loss_1: 30.305898666381836 (30.673666549765546) | > grad_norm_1: tensor(70.4320, device='cuda:0') (tensor(114.6608, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.3838 (0.37812110522518977) | > loader_time: 0.0046 (0.003912752089293106)  --> TIME: 2024-06-12 03:55:04 -- STEP: 209/330 -- GLOBAL_STEP: 361450 | > loss_disc: 2.3285984992980957 (2.3610602885342105) | > loss_disc_real_0: 0.08867080509662628 (0.11434417891730532) | > loss_disc_real_1: 0.1939542144536972 (0.19612174556015782) | > loss_disc_real_2: 0.1821511834859848 (0.21044040161171598) | > loss_disc_real_3: 0.2281230092048645 (0.2299931094977274) | > loss_disc_real_4: 0.24540551006793976 (0.2327243880364313) | > loss_disc_real_5: 0.20178531110286713 (0.2238566334310331) | > loss_0: 2.3285984992980957 (2.3610602885342105) | > grad_norm_0: tensor(19.1871, device='cuda:0') (tensor(11.6761, device='cuda:0')) | > loss_gen: 2.4880080223083496 (2.4716826831324807) | > loss_kl: 2.1396031379699707 (2.003402593603545) | > loss_feat: 7.001932621002197 (6.981551263891339) | > loss_mel: 17.00218963623047 (17.216793840581726) | > loss_duration: 2.1047918796539307 (2.009537189771114) | > loss_1: 30.736526489257812 (30.682967509949606) | > grad_norm_1: tensor(320.0049, device='cuda:0') (tensor(131.2793, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.4019 (0.38050661132666475) | > loader_time: 0.0055 (0.00407381148999958)  --> TIME: 2024-06-12 03:55:14 -- STEP: 234/330 -- GLOBAL_STEP: 361475 | > loss_disc: 2.377101182937622 (2.363865928772168) | > loss_disc_real_0: 0.15209537744522095 (0.11525664857437468) | > loss_disc_real_1: 0.16345393657684326 (0.19625195020284408) | > loss_disc_real_2: 0.2005111426115036 (0.21131602776610953) | > loss_disc_real_3: 0.23245784640312195 (0.23050796316984373) | > loss_disc_real_4: 0.24249598383903503 (0.23257610959629726) | > loss_disc_real_5: 0.1997852623462677 (0.2233446167829709) | > loss_0: 2.377101182937622 (2.363865928772168) | > grad_norm_0: tensor(64.1739, device='cuda:0') (tensor(13.9961, device='cuda:0')) | > loss_gen: 2.3836493492126465 (2.4754571395042606) | > loss_kl: 2.063723564147949 (2.0068721190477032) | > loss_feat: 6.428015232086182 (6.978048691382775) | > loss_mel: 16.563640594482422 (17.176418373727394) | > loss_duration: 2.09588360786438 (2.0187709438495154) | > loss_1: 29.534914016723633 (30.65556722624689) | > grad_norm_1: tensor(418.3175, device='cuda:0') (tensor(159.1705, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.4107 (0.3836177546753842) | > loader_time: 0.0053 (0.004198778388846634)  --> TIME: 2024-06-12 03:55:25 -- STEP: 259/330 -- GLOBAL_STEP: 361500 | > loss_disc: 2.4387762546539307 (2.3643779331192545) | > loss_disc_real_0: 0.15178920328617096 (0.11653996328014204) | > loss_disc_real_1: 0.17043715715408325 (0.1962174808886981) | > loss_disc_real_2: 0.19044959545135498 (0.21148514759126316) | > loss_disc_real_3: 0.2261461317539215 (0.23071493962096432) | > loss_disc_real_4: 0.24857434630393982 (0.23250254908123533) | > loss_disc_real_5: 0.24951788783073425 (0.2228445813462541) | > loss_0: 2.4387762546539307 (2.3643779331192545) | > grad_norm_0: tensor(35.0049, device='cuda:0') (tensor(16.2343, device='cuda:0')) | > loss_gen: 2.286302328109741 (2.482135003137772) | > loss_kl: 2.0881359577178955 (2.0134219115305134) | > loss_feat: 7.393486976623535 (6.987444192746431) | > loss_mel: 16.994426727294922 (17.130324477854842) | > loss_duration: 2.1153011322021484 (2.02697189388128) | > loss_1: 30.877653121948242 (30.640297407349106) | > grad_norm_1: tensor(410.6964, device='cuda:0') (tensor(188.1644, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.4283 (0.3876721306657238) | > loader_time: 0.0064 (0.004327270515176782) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_361500.pth  --> TIME: 2024-06-12 03:55:42 -- STEP: 284/330 -- GLOBAL_STEP: 361525 | > loss_disc: 2.306870460510254 (2.3649462981962817) | > loss_disc_real_0: 0.11275343596935272 (0.11721385535324963) | > loss_disc_real_1: 0.2608761191368103 (0.19652441862813183) | > loss_disc_real_2: 0.21312643587589264 (0.21147924798055434) | > loss_disc_real_3: 0.20717957615852356 (0.23041564981702348) | > loss_disc_real_4: 0.23219038546085358 (0.23229471625576556) | > loss_disc_real_5: 0.2139589488506317 (0.22271026781117412) | > loss_0: 2.306870460510254 (2.3649462981962817) | > grad_norm_0: tensor(38.4240, device='cuda:0') (tensor(17.9016, device='cuda:0')) | > loss_gen: 2.6152725219726562 (2.4820204738160245) | > loss_kl: 2.088742971420288 (2.020181922005935) | > loss_feat: 7.401675224304199 (6.989286174236889) | > loss_mel: 17.410186767578125 (17.0785149688452) | > loss_duration: 2.150588035583496 (2.036759559117574) | > loss_1: 31.666465759277344 (30.606763027083705) | > grad_norm_1: tensor(508.2750, device='cuda:0') (tensor(213.3144, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.4529 (0.393530441841609) | > loader_time: 0.006 (0.004520328112051523)  --> TIME: 2024-06-12 03:55:54 -- STEP: 309/330 -- GLOBAL_STEP: 361550 | > loss_disc: 2.3629608154296875 (2.3671825441341956) | > loss_disc_real_0: 0.09367654472589493 (0.11893850167110129) | > loss_disc_real_1: 0.17608918249607086 (0.19652518552869652) | > loss_disc_real_2: 0.213413804769516 (0.21139752339197979) | > loss_disc_real_3: 0.242948517203331 (0.2304847266006624) | > loss_disc_real_4: 0.20671068131923676 (0.2322230047296166) | > loss_disc_real_5: 0.20548078417778015 (0.22232272806291056) | > loss_0: 2.3629608154296875 (2.3671825441341956) | > grad_norm_0: tensor(42.8975, device='cuda:0') (tensor(19.7028, device='cuda:0')) | > loss_gen: 2.41703462600708 (2.48174916116165) | > loss_kl: 2.186458110809326 (2.0246390212315184) | > loss_feat: 7.5923542976379395 (7.009435757078399) | > loss_mel: 16.839645385742188 (17.042905847617334) | > loss_duration: 2.2365360260009766 (2.049066728372792) | > loss_1: 31.27202796936035 (30.60779643135935) | > grad_norm_1: tensor(580.9495, device='cuda:0') (tensor(235.2078, device='cuda:0')) | > current_lr_0: 0.0001803340379115632 | > current_lr_1: 0.0001803340379115632 | > step_time: 0.5105 (0.40071732172302454) | > loader_time: 0.0092 (0.004721667002705695)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.420599937438965 (2.420599937438965) | > loss_disc_real_0: 0.1788787692785263 (0.1788787692785263) | > loss_disc_real_1: 0.17784975469112396 (0.17784975469112396) | > loss_disc_real_2: 0.17368558049201965 (0.17368558049201965) | > loss_disc_real_3: 0.22232979536056519 (0.22232979536056519) | > loss_disc_real_4: 0.24614360928535461 (0.24614360928535461) | > loss_disc_real_5: 0.19232933223247528 (0.19232933223247528) | > loss_0: 2.420599937438965 (2.420599937438965) | > loss_gen: 2.1423745155334473 (2.1423745155334473) | > loss_kl: 3.337615966796875 (3.337615966796875) | > loss_feat: 6.533916473388672 (6.533916473388672) | > loss_mel: 15.39957332611084 (15.39957332611084) | > loss_duration: 3.0065267086029053 (3.0065267086029053) | > loss_1: 30.420007705688477 (30.420007705688477)  --> STEP: 1 | > loss_disc: 2.1636698246002197 (2.1636698246002197) | > loss_disc_real_0: 0.09762553870677948 (0.09762553870677948) | > loss_disc_real_1: 0.13799194991588593 (0.13799194991588593) | > loss_disc_real_2: 0.15493330359458923 (0.15493330359458923) | > loss_disc_real_3: 0.17729641497135162 (0.17729641497135162) | > loss_disc_real_4: 0.24535329639911652 (0.24535329639911652) | > loss_disc_real_5: 0.17114780843257904 (0.17114780843257904) | > loss_0: 2.1636698246002197 (2.1636698246002197) | > loss_gen: 2.1771280765533447 (2.1771280765533447) | > loss_kl: 3.918245315551758 (3.918245315551758) | > loss_feat: 6.2330756187438965 (6.2330756187438965) | > loss_mel: 17.640684127807617 (17.640684127807617) | > loss_duration: 2.481238842010498 (2.481238842010498) | > loss_1: 32.45037078857422 (32.45037078857422)  --> STEP: 2 | > loss_disc: 2.590178966522217 (2.3769243955612183) | > loss_disc_real_0: 0.06389563530683517 (0.08076058700680733) | > loss_disc_real_1: 0.16075067222118378 (0.14937131106853485) | > loss_disc_real_2: 0.22456702589988708 (0.18975016474723816) | > loss_disc_real_3: 0.2652696967124939 (0.22128305584192276) | > loss_disc_real_4: 0.2589070796966553 (0.2521301880478859) | > loss_disc_real_5: 0.2832832634449005 (0.22721553593873978) | > loss_0: 2.590178966522217 (2.3769243955612183) | > loss_gen: 2.1033191680908203 (2.1402236223220825) | > loss_kl: 2.9150357246398926 (3.416640520095825) | > loss_feat: 5.187440872192383 (5.71025824546814) | > loss_mel: 17.328554153442383 (17.484619140625) | > loss_duration: 2.501068115234375 (2.4911534786224365) | > loss_1: 30.035417556762695 (31.242894172668457)  --> STEP: 3 | > loss_disc: 2.4560108184814453 (2.4032865365346274) | > loss_disc_real_0: 0.13478368520736694 (0.09876828640699387) | > loss_disc_real_1: 0.13892823457717896 (0.14589028557141623) | > loss_disc_real_2: 0.14008834958076477 (0.1731962263584137) | > loss_disc_real_3: 0.19568563997745514 (0.21275058388710022) | > loss_disc_real_4: 0.2585301101207733 (0.254263495405515) | > loss_disc_real_5: 0.20452897250652313 (0.21965334812800089) | > loss_0: 2.4560108184814453 (2.4032865365346274) | > loss_gen: 2.065268039703369 (2.1152384281158447) | > loss_kl: 3.7995705604553223 (3.544283866882324) | > loss_feat: 6.505858421325684 (5.975458304087321) | > loss_mel: 18.068952560424805 (17.679396947224934) | > loss_duration: 2.4326329231262207 (2.4716466267903647) | > loss_1: 32.872283935546875 (31.78602409362793)  --> STEP: 4 | > loss_disc: 2.5757434368133545 (2.446400761604309) | > loss_disc_real_0: 0.1899678111076355 (0.12156816758215427) | > loss_disc_real_1: 0.1686592549085617 (0.1515825279057026) | > loss_disc_real_2: 0.16813094913959503 (0.17192990705370903) | > loss_disc_real_3: 0.24143736064434052 (0.2199222780764103) | > loss_disc_real_4: 0.20536750555038452 (0.2420394979417324) | > loss_disc_real_5: 0.21212267875671387 (0.21777068078517914) | > loss_0: 2.5757434368133545 (2.446400761604309) | > loss_gen: 2.165363073348999 (2.1277695894241333) | > loss_kl: 3.886889696121216 (3.629935324192047) | > loss_feat: 6.244527816772461 (6.042725682258606) | > loss_mel: 16.422998428344727 (17.365297317504883) | > loss_duration: 2.400129795074463 (2.453767418861389) | > loss_1: 31.119909286499023 (31.619495391845703)  --> STEP: 5 | > loss_disc: 2.4258532524108887 (2.442291259765625) | > loss_disc_real_0: 0.21503087878227234 (0.1402607098221779) | > loss_disc_real_1: 0.1804790496826172 (0.15736183226108552) | > loss_disc_real_2: 0.15149153769016266 (0.16784223318099975) | > loss_disc_real_3: 0.20291908085346222 (0.21652163863182067) | > loss_disc_real_4: 0.21714015305042267 (0.23705962896347046) | > loss_disc_real_5: 0.24543707072734833 (0.22330395877361298) | > loss_0: 2.4258532524108887 (2.442291259765625) | > loss_gen: 2.267298936843872 (2.155675458908081) | > loss_kl: 2.643219232559204 (3.4325921058654787) | > loss_feat: 5.230288028717041 (5.880238151550293) | > loss_mel: 18.361858367919922 (17.56460952758789) | > loss_duration: 2.3253068923950195 (2.4280753135681152) | > loss_1: 30.827972412109375 (31.46119079589844)  --> STEP: 6 | > loss_disc: 2.7486586570739746 (2.49335249265035) | > loss_disc_real_0: 0.1494992971420288 (0.14180047437548637) | > loss_disc_real_1: 0.14206404983997345 (0.15481220185756683) | > loss_disc_real_2: 0.1479613482952118 (0.16452875236670175) | > loss_disc_real_3: 0.2132238894701004 (0.21597201377153397) | > loss_disc_real_4: 0.21588808298110962 (0.2335310379664103) | > loss_disc_real_5: 0.19733837246894836 (0.21897636105616888) | > loss_0: 2.7486586570739746 (2.49335249265035) | > loss_gen: 1.7016972303390503 (2.0800124208132424) | > loss_kl: 3.192229986190796 (3.3925317525863647) | > loss_feat: 6.340074062347412 (5.9568774700164795) | > loss_mel: 17.859561920166016 (17.613768259684246) | > loss_duration: 2.1720669269561768 (2.385407249132792) | > loss_1: 31.265628814697266 (31.42859713236491)  --> STEP: 7 | > loss_disc: 2.545340061187744 (2.500779288155692) | > loss_disc_real_0: 0.08370090276002884 (0.13350053557327815) | > loss_disc_real_1: 0.17615139484405518 (0.15786065799849375) | > loss_disc_real_2: 0.2108461558818817 (0.17114552429744176) | > loss_disc_real_3: 0.2233264297246933 (0.2170226446219853) | > loss_disc_real_4: 0.27199220657348633 (0.23902549062456405) | > loss_disc_real_5: 0.23982156813144684 (0.2219542477812086) | > loss_0: 2.545340061187744 (2.500779288155692) | > loss_gen: 2.0956192016601562 (2.08224196093423) | > loss_kl: 4.577994346618652 (3.5618835517338345) | > loss_feat: 5.542478561401367 (5.897677625928607) | > loss_mel: 18.384994506835938 (17.72394343784877) | > loss_duration: 2.5712034702301025 (2.411949566432408) | > loss_1: 33.17229080200195 (31.677696228027344)  --> STEP: 8 | > loss_disc: 2.3343286514282227 (2.4799729585647583) | > loss_disc_real_0: 0.18518906831741333 (0.13996160216629505) | > loss_disc_real_1: 0.14043503999710083 (0.15568245574831963) | > loss_disc_real_2: 0.1922236531972885 (0.1737802904099226) | > loss_disc_real_3: 0.22145676612854004 (0.21757690981030464) | > loss_disc_real_4: 0.37459754943847656 (0.2559719979763031) | > loss_disc_real_5: 0.24301166832447052 (0.22458642534911633) | > loss_0: 2.3343286514282227 (2.4799729585647583) | > loss_gen: 2.6582462787628174 (2.1542425006628036) | > loss_kl: 3.273672103881836 (3.5258571207523346) | > loss_feat: 7.977639675140381 (6.157672882080078) | > loss_mel: 19.399648666381836 (17.933406591415405) | > loss_duration: 2.341240644454956 (2.4031109511852264) | > loss_1: 35.650447845458984 (32.1742901802063)  --> STEP: 9 | > loss_disc: 2.454568386077881 (2.477150228288439) | > loss_disc_real_0: 0.13485093414783478 (0.1393937501642439) | > loss_disc_real_1: 0.1363600194454193 (0.1535355183813307) | > loss_disc_real_2: 0.22753196954727173 (0.17975269920296139) | > loss_disc_real_3: 0.2440243363380432 (0.22051551275783116) | > loss_disc_real_4: 0.30270692706108093 (0.26116476787461174) | > loss_disc_real_5: 0.28282421827316284 (0.23105729122956595) | > loss_0: 2.454568386077881 (2.477150228288439) | > loss_gen: 3.0827789306640625 (2.257413215107388) | > loss_kl: 2.2278077602386475 (3.3816294140285916) | > loss_feat: 9.617045402526855 (6.542047606574164) | > loss_mel: 20.044517517089844 (18.1679744720459) | > loss_duration: 2.216071128845215 (2.382328748703003) | > loss_1: 37.1882209777832 (32.73139360215929)  --> STEP: 10 | > loss_disc: 2.437767744064331 (2.473211979866028) | > loss_disc_real_0: 0.14589987695217133 (0.14004436284303665) | > loss_disc_real_1: 0.2222345620393753 (0.16040542274713515) | > loss_disc_real_2: 0.23393040895462036 (0.1851704701781273) | > loss_disc_real_3: 0.24134281277656555 (0.22259824275970458) | > loss_disc_real_4: 0.2427610605955124 (0.2593243971467018) | > loss_disc_real_5: 0.20852313935756683 (0.22880387604236602) | > loss_0: 2.437767744064331 (2.473211979866028) | > loss_gen: 2.345410108566284 (2.2662129044532775) | > loss_kl: 2.963169813156128 (3.339783453941345) | > loss_feat: 4.399971961975098 (6.327840042114258) | > loss_mel: 12.504051208496094 (17.60158214569092) | > loss_duration: 2.367067337036133 (2.380802607536316) | > loss_1: 24.579669952392578 (31.91622123718262)  --> STEP: 11 | > loss_disc: 2.412520170211792 (2.467694542624734) | > loss_disc_real_0: 0.1163262352347374 (0.13788816942410034) | > loss_disc_real_1: 0.10858916491270065 (0.15569485385309567) | > loss_disc_real_2: 0.22299405932426453 (0.1886089782823216) | > loss_disc_real_3: 0.31925415992736816 (0.23138514432040128) | > loss_disc_real_4: 0.3162434995174408 (0.26449886099858716) | > loss_disc_real_5: 0.30398282408714294 (0.23563832586461847) | > loss_0: 2.412520170211792 (2.467694542624734) | > loss_gen: 2.5342135429382324 (2.290576598861001) | > loss_kl: 3.83237361907959 (3.384564378044822) | > loss_feat: 7.33168888092041 (6.4190990274602715) | > loss_mel: 16.692455291748047 (17.51893424987793) | > loss_duration: 2.54292893409729 (2.3955413644964043) | > loss_1: 32.93366241455078 (32.00871588967063)  --> STEP: 12 | > loss_disc: 2.625027656555176 (2.480805635452271) | > loss_disc_real_0: 0.0898638665676117 (0.13388614418605962) | > loss_disc_real_1: 0.17899209260940552 (0.15763629041612148) | > loss_disc_real_2: 0.21123266220092773 (0.19049428527553877) | > loss_disc_real_3: 0.22996535897254944 (0.23126682887474695) | > loss_disc_real_4: 0.26073378324508667 (0.2641851045191288) | > loss_disc_real_5: 0.25420910120010376 (0.2371858904759089) | > loss_0: 2.625027656555176 (2.480805635452271) | > loss_gen: 1.9418185949325562 (2.261513431866964) | > loss_kl: 2.6038005352020264 (3.319500724474589) | > loss_feat: 5.104496479034424 (6.309548815091451) | > loss_mel: 15.615859985351562 (17.360344727834065) | > loss_duration: 2.266185760498047 (2.3847617308298745) | > loss_1: 27.532161712646484 (31.635669708251953)  --> STEP: 13 | > loss_disc: 2.1996891498565674 (2.459181290406448) | > loss_disc_real_0: 0.10464923083782196 (0.13163715085157981) | > loss_disc_real_1: 0.20932526886463165 (0.1616123656813915) | > loss_disc_real_2: 0.1760817915201187 (0.18938563190973723) | > loss_disc_real_3: 0.21725350618362427 (0.23018888097542983) | > loss_disc_real_4: 0.24759463965892792 (0.26290891491449797) | > loss_disc_real_5: 0.20095671713352203 (0.234399030988033) | > loss_0: 2.1996891498565674 (2.459181290406448) | > loss_gen: 2.7005016803741455 (2.2952817586752086) | > loss_kl: 3.3981168270111084 (3.3255481169773984) | > loss_feat: 8.189473152160645 (6.454158379481389) | > loss_mel: 15.236003875732422 (17.196933893057015) | > loss_duration: 2.3217456340789795 (2.3799143387721133) | > loss_1: 31.845840454101562 (31.651836688701923)  --> STEP: 14 | > loss_disc: 2.3016128540039062 (2.4479264020919804) | > loss_disc_real_0: 0.09979556500911713 (0.12936275186283247) | > loss_disc_real_1: 0.13013428449630737 (0.15936393131102836) | > loss_disc_real_2: 0.1311553716659546 (0.1852263276066099) | > loss_disc_real_3: 0.2121802568435669 (0.22890255068029677) | > loss_disc_real_4: 0.2293696105480194 (0.2605132503168924) | > loss_disc_real_5: 0.16386684775352478 (0.22936101789985383) | > loss_0: 2.3016128540039062 (2.4479264020919804) | > loss_gen: 2.142261028289795 (2.2843517065048218) | > loss_kl: 3.5486249923706055 (3.3414821795054843) | > loss_feat: 6.094196319580078 (6.428446803774152) | > loss_mel: 17.18610191345215 (17.196160180228095) | > loss_duration: 2.3976728916168213 (2.3811828068324496) | > loss_1: 31.36885643005371 (31.631623813084193)  --> STEP: 15 | > loss_disc: 2.5422203540802 (2.4542126655578618) | > loss_disc_real_0: 0.15118956565856934 (0.13081787278254828) | > loss_disc_real_1: 0.10942438989877701 (0.15603462855021158) | > loss_disc_real_2: 0.13876572251319885 (0.1821289539337158) | > loss_disc_real_3: 0.22144144773483276 (0.22840514381726582) | > loss_disc_real_4: 0.20642298460006714 (0.25690723260243736) | > loss_disc_real_5: 0.17686784267425537 (0.22586147288481395) | > loss_0: 2.5422203540802 (2.4542126655578618) | > loss_gen: 1.8580150604248047 (2.2559292634328205) | > loss_kl: 3.4252421855926514 (3.3470661799112955) | > loss_feat: 6.792659759521484 (6.452727667490641) | > loss_mel: 17.79645538330078 (17.236179860432944) | > loss_duration: 2.401808261871338 (2.3825578371683758) | > loss_1: 32.2741813659668 (31.67446098327637)  --> STEP: 16 | > loss_disc: 2.4655017852783203 (2.4549182355403905) | > loss_disc_real_0: 0.1703408658504486 (0.13328805984929204) | > loss_disc_real_1: 0.1783161759376526 (0.15742722526192665) | > loss_disc_real_2: 0.15932929515838623 (0.18070397526025772) | > loss_disc_real_3: 0.2242034524679184 (0.22814253810793161) | > loss_disc_real_4: 0.29899150133132935 (0.2595374993979931) | > loss_disc_real_5: 0.2845970690250397 (0.22953244764357805) | > loss_0: 2.4655017852783203 (2.4549182355403905) | > loss_gen: 2.4694178104400635 (2.2692722976207733) | > loss_kl: 2.7591660022735596 (3.310322418808937) | > loss_feat: 6.861037254333496 (6.47824701666832) | > loss_mel: 15.531821250915527 (17.129657447338104) | > loss_duration: 2.3549723625183105 (2.3808337450027466) | > loss_1: 29.97641372680664 (31.56833302974701)  --> STEP: 17 | > loss_disc: 2.5198264122009277 (2.4587363635792454) | > loss_disc_real_0: 0.21014820039272308 (0.13780924458714092) | > loss_disc_real_1: 0.15068158507347107 (0.15703042289789984) | > loss_disc_real_2: 0.18356077373027802 (0.18087202222908244) | > loss_disc_real_3: 0.22573384642601013 (0.22800085036193624) | > loss_disc_real_4: 0.21913936734199524 (0.25716113868881674) | > loss_disc_real_5: 0.20685505867004395 (0.22819848358631134) | > loss_0: 2.5198264122009277 (2.4587363635792454) | > loss_gen: 2.0701184272766113 (2.2575573640711166) | > loss_kl: 2.533273220062256 (3.2646136424120735) | > loss_feat: 5.343529224395752 (6.411498911240521) | > loss_mel: 16.461057662963867 (17.090328048257266) | > loss_duration: 2.4337754249572754 (2.38394796147066) | > loss_1: 28.841753005981445 (31.407945969525507)  --> STEP: 18 | > loss_disc: 2.337430000305176 (2.451997121175131) | > loss_disc_real_0: 0.1212051659822464 (0.1368867957757579) | > loss_disc_real_1: 0.11054807901382446 (0.15444807045989567) | > loss_disc_real_2: 0.1441756933927536 (0.17883333729373085) | > loss_disc_real_3: 0.15273500978946686 (0.2238194147745768) | > loss_disc_real_4: 0.3433230221271515 (0.26194790999094647) | > loss_disc_real_5: 0.35362470149993896 (0.2351666068037351) | > loss_0: 2.337430000305176 (2.451997121175131) | > loss_gen: 2.448012590408325 (2.2681382099787393) | > loss_kl: 3.5658140182495117 (3.2813469966252646) | > loss_feat: 10.618796348571777 (6.6452376577589245) | > loss_mel: 18.645729064941406 (17.17673921585083) | > loss_duration: 2.304324150085449 (2.379524416393704) | > loss_1: 37.58267593383789 (31.750986523098415)  --> STEP: 19 | > loss_disc: 2.3596415519714355 (2.4471363017433574) | > loss_disc_real_0: 0.07705533504486084 (0.1337377715267633) | > loss_disc_real_1: 0.145175963640213 (0.1539600648378071) | > loss_disc_real_2: 0.1800069659948349 (0.1788951072253679) | > loss_disc_real_3: 0.23168934881687164 (0.22423362182943443) | > loss_disc_real_4: 0.228999525308609 (0.26021378448134974) | > loss_disc_real_5: 0.20857596397399902 (0.23376709928638056) | > loss_0: 2.3596415519714355 (2.4471363017433574) | > loss_gen: 2.0953314304351807 (2.2590431163185523) | > loss_kl: 2.366262435913086 (3.2331846513246236) | > loss_feat: 6.532657623291016 (6.6393123927869295) | > loss_mel: 16.572799682617188 (17.144952924628008) | > loss_duration: 2.3765342235565186 (2.3793670378233256) | > loss_1: 29.943584442138672 (31.655860097784746)  --> STEP: 20 | > loss_disc: 2.384084463119507 (2.443983709812165) | > loss_disc_real_0: 0.13207127153873444 (0.13365444652736186) | > loss_disc_real_1: 0.15859687328338623 (0.15419190526008605) | > loss_disc_real_2: 0.18330129981040955 (0.17911541685461999) | > loss_disc_real_3: 0.2408066987991333 (0.2250622756779194) | > loss_disc_real_4: 0.21205540001392365 (0.25780586525797844) | > loss_disc_real_5: 0.20530018210411072 (0.23234375342726707) | > loss_0: 2.384084463119507 (2.443983709812165) | > loss_gen: 2.376657009124756 (2.2649238109588623) | > loss_kl: 2.308157205581665 (3.1869332790374756) | > loss_feat: 6.715637683868408 (6.643128657341004) | > loss_mel: 20.450305938720703 (17.310220575332643) | > loss_duration: 2.2887840270996094 (2.37483788728714) | > loss_1: 34.13954162597656 (31.780044174194337)  --> STEP: 21 | > loss_disc: 2.2254281044006348 (2.4335763000306634) | > loss_disc_real_0: 0.16148629784584045 (0.13497977278062276) | > loss_disc_real_1: 0.14695215225219727 (0.15384715511685326) | > loss_disc_real_2: 0.20096033811569214 (0.18015565120038532) | > loss_disc_real_3: 0.1981414556503296 (0.22378033186708177) | > loss_disc_real_4: 0.2932766377925873 (0.2594949496643884) | > loss_disc_real_5: 0.2294802963733673 (0.23220739832946233) | > loss_0: 2.2254281044006348 (2.4335763000306634) | > loss_gen: 2.6234290599823 (2.281995489483788) | > loss_kl: 4.314271926879883 (3.2406160717918757) | > loss_feat: 6.849863052368164 (6.652973152342296) | > loss_mel: 14.90170955657959 (17.19552957443964) | > loss_duration: 2.2075791358947754 (2.3668731848398843) | > loss_1: 30.896852493286133 (31.73798742748442)  --> STEP: 22 | > loss_disc: 2.5675411224365234 (2.4396656101400205) | > loss_disc_real_0: 0.18605177104473114 (0.13730122724717314) | > loss_disc_real_1: 0.2738945186138153 (0.15930385345762427) | > loss_disc_real_2: 0.23901179432868958 (0.18283093043349005) | > loss_disc_real_3: 0.24849089980125427 (0.22490353950045325) | > loss_disc_real_4: 0.3266621232032776 (0.2625480030070652) | > loss_disc_real_5: 0.24152667820453644 (0.23263100196014752) | > loss_0: 2.5675411224365234 (2.4396656101400205) | > loss_gen: 2.5866127014160156 (2.2958417263897983) | > loss_kl: 2.4127166271209717 (3.2029842788522895) | > loss_feat: 7.2648162841796875 (6.680784203789451) | > loss_mel: 17.55743980407715 (17.211980039423164) | > loss_duration: 2.240121364593506 (2.361111738465049) | > loss_1: 32.06170654296875 (31.75270193273371)  --> STEP: 23 | > loss_disc: 2.612086772918701 (2.4471621824347456) | > loss_disc_real_0: 0.23716488480567932 (0.1416431254018908) | > loss_disc_real_1: 0.18256179988384247 (0.16031506851963376) | > loss_disc_real_2: 0.24685576558113098 (0.1856146189181701) | > loss_disc_real_3: 0.2592606544494629 (0.22639732710693194) | > loss_disc_real_4: 0.2850247919559479 (0.26352525470049487) | > loss_disc_real_5: 0.31465959548950195 (0.2361974625483803) | > loss_0: 2.612086772918701 (2.4471621824347456) | > loss_gen: 2.439716100692749 (2.3020971339681875) | > loss_kl: 3.135303497314453 (3.2000416361767314) | > loss_feat: 6.678201675415039 (6.680671919947085) | > loss_mel: 16.8707218170166 (17.197142725405488) | > loss_duration: 2.2910327911376953 (2.3580648277116856) | > loss_1: 31.414976119995117 (31.738018201745074)  --> STEP: 24 | > loss_disc: 2.328723192214966 (2.442227224508921) | > loss_disc_real_0: 0.10319336503744125 (0.14004105205337208) | > loss_disc_real_1: 0.15722256898880005 (0.16018621437251568) | > loss_disc_real_2: 0.18630966544151306 (0.18564357918997607) | > loss_disc_real_3: 0.2184668481349945 (0.22606689048310122) | > loss_disc_real_4: 0.2043139934539795 (0.2610581188152234) | > loss_disc_real_5: 0.14862269163131714 (0.23254851376016936) | > loss_0: 2.328723192214966 (2.442227224508921) | > loss_gen: 2.0084571838378906 (2.2898621360460916) | > loss_kl: 2.5112805366516113 (3.1713432570298514) | > loss_feat: 4.586605548858643 (6.593419154485066) | > loss_mel: 17.525165557861328 (17.21081034342448) | > loss_duration: 2.4401631355285645 (2.361485590537389) | > loss_1: 29.071670532226562 (31.626920382181805)  --> STEP: 25 | > loss_disc: 2.7108101844787598 (2.452970542907715) | > loss_disc_real_0: 0.13138020038604736 (0.1396946179866791) | > loss_disc_real_1: 0.1621939241886139 (0.1602665227651596) | > loss_disc_real_2: 0.19883579015731812 (0.18617126762866973) | > loss_disc_real_3: 0.2881736159324646 (0.22855115950107574) | > loss_disc_real_4: 0.2831438481807709 (0.26194154798984526) | > loss_disc_real_5: 0.3000102639198303 (0.23524698376655578) | > loss_0: 2.7108101844787598 (2.452970542907715) | > loss_gen: 1.9596734046936035 (2.276654586791992) | > loss_kl: 2.9016523361206055 (3.1605556201934815) | > loss_feat: 4.702510356903076 (6.517782802581787) | > loss_mel: 11.740373611450195 (16.99199287414551) | > loss_duration: 2.3811450004577637 (2.3622719669342036) | > loss_1: 23.685354232788086 (31.309257736206053)  --> STEP: 26 | > loss_disc: 2.4750113487243652 (2.4538182662083554) | > loss_disc_real_0: 0.12386548519134521 (0.13908580518685856) | > loss_disc_real_1: 0.09477335959672928 (0.15774755495098922) | > loss_disc_real_2: 0.16079454123973846 (0.18519523969063392) | > loss_disc_real_3: 0.15994979441165924 (0.2259126454591751) | > loss_disc_real_4: 0.2963026762008667 (0.2632631298441153) | > loss_disc_real_5: 0.11951405555009842 (0.23079571729669204) | > loss_0: 2.4750113487243652 (2.4538182662083554) | > loss_gen: 1.7544870376586914 (2.2565712195176344) | > loss_kl: 2.608407497406006 (3.1393191539324246) | > loss_feat: 9.66209888458252 (6.638718036504892) | > loss_mel: 19.621706008911133 (17.09313568702111) | > loss_duration: 2.3211023807525635 (2.360688521311833) | > loss_1: 35.96780014038086 (31.488432444058933) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024161522205059347 (-7.271766662597656e-06) | > avg_loss_disc: 2.4538182662083554 (-0.011101539318377984) | > avg_loss_disc_real_0: 0.13908580518685856 (-0.031200488599447074) | > avg_loss_disc_real_1: 0.15774755495098922 (-0.06829054424395928) | > avg_loss_disc_real_2: 0.18519523969063392 (-0.06504893417541793) | > avg_loss_disc_real_3: 0.2259126454591751 (-0.000995602172154636) | > avg_loss_disc_real_4: 0.2632631298441153 (+0.07140398254761327) | > avg_loss_disc_real_5: 0.23079571729669204 (+0.01257882983638689) | > avg_loss_0: 2.4538182662083554 (-0.011101539318377984) | > avg_loss_gen: 2.2565712195176344 (-0.0736117729773893) | > avg_loss_kl: 3.1393191539324246 (+0.03380181239201452) | > avg_loss_feat: 6.638718036504892 (-0.07228054450108434) | > avg_loss_mel: 17.09313568702111 (+0.12182426452637429) | > avg_loss_duration: 2.360688521311833 (+0.007931507550752226) | > avg_loss_1: 31.488432444058933 (+0.017665129441482463)  > EPOCH: 829/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:56:25)   --> TIME: 2024-06-12 03:56:28 -- STEP: 4/330 -- GLOBAL_STEP: 361575 | > loss_disc: 2.4111385345458984 (2.3705069422721863) | > loss_disc_real_0: 0.11129505932331085 (0.10285266675055027) | > loss_disc_real_1: 0.26297804713249207 (0.20799359865486622) | > loss_disc_real_2: 0.2761746048927307 (0.21518750488758087) | > loss_disc_real_3: 0.22971272468566895 (0.22892270982265472) | > loss_disc_real_4: 0.24010272324085236 (0.22631137818098068) | > loss_disc_real_5: 0.23262068629264832 (0.21191217005252838) | > loss_0: 2.4111385345458984 (2.3705069422721863) | > grad_norm_0: tensor(7.5495, device='cuda:0') (tensor(9.0775, device='cuda:0')) | > loss_gen: 2.398360252380371 (2.5882633328437805) | > loss_kl: 1.756693720817566 (1.9255218505859375) | > loss_feat: 6.194871425628662 (6.883195400238037) | > loss_mel: 17.903018951416016 (17.898900985717773) | > loss_duration: 2.1149988174438477 (2.14364755153656) | > loss_1: 30.367942810058594 (31.439528942108154) | > grad_norm_1: tensor(93.2872, device='cuda:0') (tensor(123.8590, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.3589 (0.3853342533111572) | > loader_time: 0.0029 (0.0029087066650390625)  --> TIME: 2024-06-12 03:56:37 -- STEP: 29/330 -- GLOBAL_STEP: 361600 | > loss_disc: 2.297518730163574 (2.3431283852149707) | > loss_disc_real_0: 0.11041585355997086 (0.10469489082180221) | > loss_disc_real_1: 0.18086569011211395 (0.19726445217584743) | > loss_disc_real_2: 0.17957979440689087 (0.20666742222062473) | > loss_disc_real_3: 0.20583289861679077 (0.22675664260469633) | > loss_disc_real_4: 0.2322411984205246 (0.22745495829088935) | > loss_disc_real_5: 0.22969326376914978 (0.22220374181352812) | > loss_0: 2.297518730163574 (2.3431283852149707) | > grad_norm_0: tensor(12.7397, device='cuda:0') (tensor(10.6517, device='cuda:0')) | > loss_gen: 2.5067288875579834 (2.487635456282517) | > loss_kl: 1.8816778659820557 (1.8823647663511078) | > loss_feat: 7.399964332580566 (6.905731020302608) | > loss_mel: 17.229780197143555 (17.50903142731765) | > loss_duration: 1.9844443798065186 (2.01203571516892) | > loss_1: 31.002593994140625 (30.796798179889546) | > grad_norm_1: tensor(160.8000, device='cuda:0') (tensor(90.6173, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.3508 (0.3582428817091317) | > loader_time: 0.0034 (0.0032367706298828125)  --> TIME: 2024-06-12 03:56:46 -- STEP: 54/330 -- GLOBAL_STEP: 361625 | > loss_disc: 2.3108556270599365 (2.341689560148451) | > loss_disc_real_0: 0.13021719455718994 (0.10494136893086964) | > loss_disc_real_1: 0.19475166499614716 (0.1969428670903047) | > loss_disc_real_2: 0.2071482241153717 (0.2072946901122729) | > loss_disc_real_3: 0.22797057032585144 (0.2273370607031716) | > loss_disc_real_4: 0.2347506880760193 (0.23112934275909705) | > loss_disc_real_5: 0.2163030505180359 (0.22405852598172646) | > loss_0: 2.3108556270599365 (2.341689560148451) | > grad_norm_0: tensor(7.7003, device='cuda:0') (tensor(9.3564, device='cuda:0')) | > loss_gen: 2.498849868774414 (2.494037217564053) | > loss_kl: 2.0005908012390137 (1.9214712182680767) | > loss_feat: 7.085608959197998 (6.921385067480582) | > loss_mel: 18.15757179260254 (17.332331869337295) | > loss_duration: 1.9666911363601685 (1.991034867586913) | > loss_1: 31.709312438964844 (30.660260165179217) | > grad_norm_1: tensor(65.6112, device='cuda:0') (tensor(79.0023, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.3615 (0.3596256485691777) | > loader_time: 0.0035 (0.003337052133348253)  --> TIME: 2024-06-12 03:56:56 -- STEP: 79/330 -- GLOBAL_STEP: 361650 | > loss_disc: 2.3676767349243164 (2.355329582962809) | > loss_disc_real_0: 0.1009635180234909 (0.1078953317637685) | > loss_disc_real_1: 0.1983470916748047 (0.19791574464945855) | > loss_disc_real_2: 0.19862650334835052 (0.20826009972186027) | > loss_disc_real_3: 0.22603899240493774 (0.22846096452278428) | > loss_disc_real_4: 0.22902274131774902 (0.2312493688320812) | > loss_disc_real_5: 0.21437488496303558 (0.22408055070834823) | > loss_0: 2.3676767349243164 (2.355329582962809) | > grad_norm_0: tensor(6.2726, device='cuda:0') (tensor(8.7797, device='cuda:0')) | > loss_gen: 2.4864675998687744 (2.4711967480333548) | > loss_kl: 2.082456111907959 (1.9527444899836672) | > loss_feat: 6.690925121307373 (6.94094309022155) | > loss_mel: 16.696571350097656 (17.268811600117743) | > loss_duration: 1.9471083879470825 (1.9848174731942672) | > loss_1: 29.903528213500977 (30.618513372879995) | > grad_norm_1: tensor(44.5005, device='cuda:0') (tensor(79.0423, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4085 (0.362013487876216) | > loader_time: 0.0035 (0.003452783898462223)  --> TIME: 2024-06-12 03:57:05 -- STEP: 104/330 -- GLOBAL_STEP: 361675 | > loss_disc: 2.2269084453582764 (2.3511352882935457) | > loss_disc_real_0: 0.11714038252830505 (0.10944650472643283) | > loss_disc_real_1: 0.1958519071340561 (0.19598609660393917) | > loss_disc_real_2: 0.17678190767765045 (0.20883266785396978) | > loss_disc_real_3: 0.23875877261161804 (0.22811149103710285) | > loss_disc_real_4: 0.20365965366363525 (0.23086909147409293) | > loss_disc_real_5: 0.21638178825378418 (0.2236485339414615) | > loss_0: 2.2269084453582764 (2.3511352882935457) | > grad_norm_0: tensor(11.8257, device='cuda:0') (tensor(8.7800, device='cuda:0')) | > loss_gen: 2.7324392795562744 (2.4828925018127137) | > loss_kl: 2.048609733581543 (1.9705754335110004) | > loss_feat: 8.273160934448242 (6.9763131737709045) | > loss_mel: 17.65027618408203 (17.252048327372627) | > loss_duration: 2.0483152866363525 (1.9870317039581447) | > loss_1: 32.75279998779297 (30.66886118742136) | > grad_norm_1: tensor(186.3545, device='cuda:0') (tensor(82.2043, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.3658 (0.36463210445183974) | > loader_time: 0.0047 (0.0035713658883021427)  --> TIME: 2024-06-12 03:57:15 -- STEP: 129/330 -- GLOBAL_STEP: 361700 | > loss_disc: 2.3197548389434814 (2.352565153624661) | > loss_disc_real_0: 0.14004063606262207 (0.11071399079505788) | > loss_disc_real_1: 0.20216447114944458 (0.19555480402800463) | > loss_disc_real_2: 0.20612142980098724 (0.20974176486795262) | > loss_disc_real_3: 0.22200557589530945 (0.2287499732518381) | > loss_disc_real_4: 0.206670343875885 (0.23126479682996293) | > loss_disc_real_5: 0.2101205438375473 (0.22359798848628998) | > loss_0: 2.3197548389434814 (2.352565153624661) | > grad_norm_0: tensor(3.8861, device='cuda:0') (tensor(8.9530, device='cuda:0')) | > loss_gen: 2.550743579864502 (2.4802388793738306) | > loss_kl: 2.120724678039551 (1.9843681551689325) | > loss_feat: 6.920223236083984 (6.954434095427048) | > loss_mel: 17.285512924194336 (17.254362609035294) | > loss_duration: 1.959262490272522 (1.9894836919252263) | > loss_1: 30.836467742919922 (30.662887499313946) | > grad_norm_1: tensor(98.1822, device='cuda:0') (tensor(86.8904, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4023 (0.36659586337185646) | > loader_time: 0.0053 (0.0036877421445624774)  --> TIME: 2024-06-12 03:57:25 -- STEP: 154/330 -- GLOBAL_STEP: 361725 | > loss_disc: 2.443601369857788 (2.3553515022451235) | > loss_disc_real_0: 0.1433965265750885 (0.11187141437035104) | > loss_disc_real_1: 0.22490805387496948 (0.1957035856684307) | > loss_disc_real_2: 0.2506241202354431 (0.21034050868316131) | > loss_disc_real_3: 0.24083271622657776 (0.22921745246881015) | > loss_disc_real_4: 0.22680337727069855 (0.23065621367135605) | > loss_disc_real_5: 0.22087331116199493 (0.2232851521535353) | > loss_0: 2.443601369857788 (2.3553515022451235) | > grad_norm_0: tensor(6.7132, device='cuda:0') (tensor(10.6023, device='cuda:0')) | > loss_gen: 2.472001314163208 (2.4831256665192636) | > loss_kl: 2.01245379447937 (1.9946765992548559) | > loss_feat: 6.534711837768555 (6.984854914925315) | > loss_mel: 16.64813804626465 (17.248503003801623) | > loss_duration: 2.0023727416992188 (1.9940091131569504) | > loss_1: 29.669679641723633 (30.705169355714474) | > grad_norm_1: tensor(54.3275, device='cuda:0') (tensor(111.5064, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4214 (0.37262622566966264) | > loader_time: 0.0047 (0.0038501225508652723)  --> TIME: 2024-06-12 03:57:35 -- STEP: 179/330 -- GLOBAL_STEP: 361750 | > loss_disc: 2.397489309310913 (2.354781847426345) | > loss_disc_real_0: 0.11838304251432419 (0.112845705124919) | > loss_disc_real_1: 0.20791396498680115 (0.1951640596686129) | > loss_disc_real_2: 0.18568037450313568 (0.2102396486524763) | > loss_disc_real_3: 0.20327115058898926 (0.22910271643260338) | > loss_disc_real_4: 0.2175600230693817 (0.23101323185353306) | > loss_disc_real_5: 0.22950300574302673 (0.2228366480359818) | > loss_0: 2.397489309310913 (2.354781847426345) | > grad_norm_0: tensor(6.9306, device='cuda:0') (tensor(11.9931, device='cuda:0')) | > loss_gen: 2.439772844314575 (2.4820193178826875) | > loss_kl: 2.0427963733673096 (1.9992115277817795) | > loss_feat: 6.638143539428711 (6.969571635709794) | > loss_mel: 16.46092414855957 (17.225642816980464) | > loss_duration: 2.0559349060058594 (2.001116219845564) | > loss_1: 29.6375732421875 (30.677561552164942) | > grad_norm_1: tensor(96.1718, device='cuda:0') (tensor(131.4954, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4057 (0.37713052440621986) | > loader_time: 0.0045 (0.0039546343201365556)  --> TIME: 2024-06-12 03:57:46 -- STEP: 204/330 -- GLOBAL_STEP: 361775 | > loss_disc: 2.3343873023986816 (2.3598486804494665) | > loss_disc_real_0: 0.07167339324951172 (0.11382004622296961) | > loss_disc_real_1: 0.19986462593078613 (0.19565817739303207) | > loss_disc_real_2: 0.19361698627471924 (0.21074547947329633) | > loss_disc_real_3: 0.21504855155944824 (0.2295316353294195) | > loss_disc_real_4: 0.20768509805202484 (0.23125203669655556) | > loss_disc_real_5: 0.253373920917511 (0.22338354083545067) | > loss_0: 2.3343873023986816 (2.3598486804494665) | > grad_norm_0: tensor(20.2682, device='cuda:0') (tensor(13.3354, device='cuda:0')) | > loss_gen: 2.6343610286712646 (2.4798875170595505) | > loss_kl: 2.0722668170928955 (2.002385658960715) | > loss_feat: 8.093857765197754 (6.9606382192349905) | > loss_mel: 18.12823486328125 (17.18085838299172) | > loss_duration: 2.0151398181915283 (2.0087369323945508) | > loss_1: 32.9438591003418 (30.632506735184613) | > grad_norm_1: tensor(383.2333, device='cuda:0') (tensor(152.6992, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4093 (0.38015494743982936) | > loader_time: 0.0049 (0.004089537788839902)  --> TIME: 2024-06-12 03:57:56 -- STEP: 229/330 -- GLOBAL_STEP: 361800 | > loss_disc: 2.3007383346557617 (2.3624239977790795) | > loss_disc_real_0: 0.11030970513820648 (0.1147836718431727) | > loss_disc_real_1: 0.17269226908683777 (0.19627694300819173) | > loss_disc_real_2: 0.18648813664913177 (0.21080667398642244) | > loss_disc_real_3: 0.23458608984947205 (0.22958374654622057) | > loss_disc_real_4: 0.2216976433992386 (0.23170764152139556) | > loss_disc_real_5: 0.21618017554283142 (0.22295067124231413) | > loss_0: 2.3007383346557617 (2.3624239977790795) | > grad_norm_0: tensor(37.0607, device='cuda:0') (tensor(14.7777, device='cuda:0')) | > loss_gen: 2.511415958404541 (2.4782033726638066) | > loss_kl: 2.0104970932006836 (2.0064766427835505) | > loss_feat: 7.129942893981934 (6.956425092105782) | > loss_mel: 17.568435668945312 (17.141168685979718) | > loss_duration: 2.11653733253479 (2.017634553680253) | > loss_1: 31.336828231811523 (30.59990837063852) | > grad_norm_1: tensor(453.0489, device='cuda:0') (tensor(177.7268, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4071 (0.38348376594776656) | > loader_time: 0.0058 (0.004228982342382707)  --> TIME: 2024-06-12 03:58:07 -- STEP: 254/330 -- GLOBAL_STEP: 361825 | > loss_disc: 2.455394744873047 (2.363285405429329) | > loss_disc_real_0: 0.1293010115623474 (0.11517529741046936) | > loss_disc_real_1: 0.20531217753887177 (0.19688023735336432) | > loss_disc_real_2: 0.22784386575222015 (0.21095081448085665) | > loss_disc_real_3: 0.26018279790878296 (0.22963288461598824) | > loss_disc_real_4: 0.22151130437850952 (0.2316193398176216) | > loss_disc_real_5: 0.22654832899570465 (0.2225073861676877) | > loss_0: 2.455394744873047 (2.363285405429329) | > grad_norm_0: tensor(11.5204, device='cuda:0') (tensor(16.1032, device='cuda:0')) | > loss_gen: 2.4850077629089355 (2.481311582204864) | > loss_kl: 2.0601420402526855 (2.0058813461168534) | > loss_feat: 7.34963321685791 (6.963661554291493) | > loss_mel: 17.351573944091797 (17.112689296091627) | > loss_duration: 2.060013771057129 (2.0254067956931947) | > loss_1: 31.30636978149414 (30.58895058519258) | > grad_norm_1: tensor(350.8182, device='cuda:0') (tensor(201.9007, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4288 (0.38697702114976285) | > loader_time: 0.0055 (0.0043526831574327365)  --> TIME: 2024-06-12 03:58:18 -- STEP: 279/330 -- GLOBAL_STEP: 361850 | > loss_disc: 2.328476667404175 (2.3621615414978354) | > loss_disc_real_0: 0.10730695724487305 (0.11578567244619883) | > loss_disc_real_1: 0.19843921065330505 (0.19696856690670855) | > loss_disc_real_2: 0.16470415890216827 (0.21055131199966626) | > loss_disc_real_3: 0.24271416664123535 (0.22946440148097214) | > loss_disc_real_4: 0.2258366197347641 (0.2312828027860238) | > loss_disc_real_5: 0.20277979969978333 (0.2217454523061766) | > loss_0: 2.328476667404175 (2.3621615414978354) | > grad_norm_0: tensor(49.0141, device='cuda:0') (tensor(18.3973, device='cuda:0')) | > loss_gen: 2.7054920196533203 (2.4866342852192544) | > loss_kl: 2.0393331050872803 (2.009731515761344) | > loss_feat: 8.52280044555664 (6.98533269239583) | > loss_mel: 17.47698211669922 (17.064864630340242) | > loss_duration: 2.13055157661438 (2.035222211191731) | > loss_1: 32.875160217285156 (30.581785338753868) | > grad_norm_1: tensor(874.7242, device='cuda:0') (tensor(231.2031, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4477 (0.3918031629268413) | > loader_time: 0.0061 (0.00452019151393658)  --> TIME: 2024-06-12 03:58:30 -- STEP: 304/330 -- GLOBAL_STEP: 361875 | > loss_disc: 2.3271002769470215 (2.3635099538062736) | > loss_disc_real_0: 0.11111771315336227 (0.11692573420556365) | > loss_disc_real_1: 0.20866002142429352 (0.1975249863033624) | > loss_disc_real_2: 0.20782461762428284 (0.21100774897556565) | > loss_disc_real_3: 0.2170906513929367 (0.22955083989195132) | > loss_disc_real_4: 0.22411848604679108 (0.23127618799672314) | > loss_disc_real_5: 0.22981254756450653 (0.22142482107799305) | > loss_0: 2.3271002769470215 (2.3635099538062736) | > grad_norm_0: tensor(22.1148, device='cuda:0') (tensor(20.3234, device='cuda:0')) | > loss_gen: 2.648562431335449 (2.489319967596155) | > loss_kl: 2.082184076309204 (2.01769216593943) | > loss_feat: 8.196136474609375 (7.0110797301719066) | > loss_mel: 16.567989349365234 (17.01923479845649) | > loss_duration: 2.1944923400878906 (2.0464645635924854) | > loss_1: 31.68936538696289 (30.583791249676754) | > grad_norm_1: tensor(609.1871, device='cuda:0') (tensor(251.9236, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 0.4862 (0.39841116180545416) | > loader_time: 0.0067 (0.004708801445208097)  --> TIME: 2024-06-12 03:58:58 -- STEP: 329/330 -- GLOBAL_STEP: 361900 | > loss_disc: 2.6358754634857178 (2.369866564643417) | > loss_disc_real_0: 0.16765980422496796 (0.11870291440727868) | > loss_disc_real_1: 0.19487473368644714 (0.19776430714728263) | > loss_disc_real_2: 0.19680902361869812 (0.2113857177796698) | > loss_disc_real_3: 0.1950482726097107 (0.22977602495429725) | > loss_disc_real_4: 0.2097765952348709 (0.23204650967679125) | > loss_disc_real_5: 0.18532826006412506 (0.2214500451613342) | > loss_0: 2.6358754634857178 (2.369866564643417) | > grad_norm_0: tensor(10.9269, device='cuda:0') (tensor(21.3443, device='cuda:0')) | > loss_gen: 2.06679105758667 (2.4887479750218726) | > loss_kl: 2.221109390258789 (2.026379163142031) | > loss_feat: 9.464493751525879 (7.110094919755466) | > loss_mel: 16.293594360351562 (16.98979813132244) | > loss_duration: 2.295921802520752 (2.0613344001914964) | > loss_1: 32.34191131591797 (30.676354637261944) | > grad_norm_1: tensor(108.9439, device='cuda:0') (tensor(265.5336, device='cuda:0')) | > current_lr_0: 0.00018031149615682423 | > current_lr_1: 0.00018031149615682423 | > step_time: 13.572 (0.45093572175973823) | > loader_time: 0.0341 (0.005191869648756588)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4972829818725586 (2.4972829818725586) | > loss_disc_real_0: 0.16351929306983948 (0.16351929306983948) | > loss_disc_real_1: 0.2270975559949875 (0.2270975559949875) | > loss_disc_real_2: 0.26875898241996765 (0.26875898241996765) | > loss_disc_real_3: 0.2533465623855591 (0.2533465623855591) | > loss_disc_real_4: 0.2015821486711502 (0.2015821486711502) | > loss_disc_real_5: 0.1486215442419052 (0.1486215442419052) | > loss_0: 2.4972829818725586 (2.4972829818725586) | > loss_gen: 2.1644225120544434 (2.1644225120544434) | > loss_kl: 3.0601234436035156 (3.0601234436035156) | > loss_feat: 6.2064528465271 (6.2064528465271) | > loss_mel: 15.69019889831543 (15.69019889831543) | > loss_duration: 3.1299667358398438 (3.1299667358398438) | > loss_1: 30.25116539001465 (30.25116539001465)  --> STEP: 1 | > loss_disc: 2.261113405227661 (2.261113405227661) | > loss_disc_real_0: 0.07269145548343658 (0.07269145548343658) | > loss_disc_real_1: 0.21129317581653595 (0.21129317581653595) | > loss_disc_real_2: 0.22781601548194885 (0.22781601548194885) | > loss_disc_real_3: 0.23997142910957336 (0.23997142910957336) | > loss_disc_real_4: 0.22582297027111053 (0.22582297027111053) | > loss_disc_real_5: 0.1762828379869461 (0.1762828379869461) | > loss_0: 2.261113405227661 (2.261113405227661) | > loss_gen: 2.282456874847412 (2.282456874847412) | > loss_kl: 3.594093084335327 (3.594093084335327) | > loss_feat: 5.165323257446289 (5.165323257446289) | > loss_mel: 17.618209838867188 (17.618209838867188) | > loss_duration: 2.4546926021575928 (2.4546926021575928) | > loss_1: 31.114776611328125 (31.114776611328125)  --> STEP: 2 | > loss_disc: 2.116987466812134 (2.1890504360198975) | > loss_disc_real_0: 0.05243362858891487 (0.06256254203617573) | > loss_disc_real_1: 0.20501813292503357 (0.20815565437078476) | > loss_disc_real_2: 0.17047961056232452 (0.1991478130221367) | > loss_disc_real_3: 0.2032950222492218 (0.22163322567939758) | > loss_disc_real_4: 0.24074774980545044 (0.2332853600382805) | > loss_disc_real_5: 0.21932153403759003 (0.19780218601226807) | > loss_0: 2.116987466812134 (2.1890504360198975) | > loss_gen: 2.3424103260040283 (2.31243360042572) | > loss_kl: 3.3234097957611084 (3.4587514400482178) | > loss_feat: 5.393884658813477 (5.279603958129883) | > loss_mel: 18.21101188659668 (17.914610862731934) | > loss_duration: 2.403707504272461 (2.429200053215027) | > loss_1: 31.67442512512207 (31.394600868225098)  --> STEP: 3 | > loss_disc: 2.669151782989502 (2.349084218343099) | > loss_disc_real_0: 0.12086532264947891 (0.08199680224061012) | > loss_disc_real_1: 0.14926795661449432 (0.18852642178535461) | > loss_disc_real_2: 0.23365935683250427 (0.21065166095892587) | > loss_disc_real_3: 0.249704971909523 (0.23099047442277273) | > loss_disc_real_4: 0.233046755194664 (0.23320582509040833) | > loss_disc_real_5: 0.16286979615688324 (0.18615805606047311) | > loss_0: 2.669151782989502 (2.349084218343099) | > loss_gen: 1.8768705129623413 (2.1672459046045938) | > loss_kl: 3.2834975719451904 (3.4003334840138755) | > loss_feat: 6.219942092895508 (5.593050003051758) | > loss_mel: 16.372053146362305 (17.40042495727539) | > loss_duration: 2.3447070121765137 (2.401035706202189) | > loss_1: 30.097070693969727 (30.962090810139973)  --> STEP: 4 | > loss_disc: 2.579939126968384 (2.40679794549942) | > loss_disc_real_0: 0.08519817888736725 (0.0827971464022994) | > loss_disc_real_1: 0.2336534708738327 (0.19980818405747414) | > loss_disc_real_2: 0.2836875021457672 (0.22891062125563622) | > loss_disc_real_3: 0.1801847219467163 (0.21828903630375862) | > loss_disc_real_4: 0.19038692116737366 (0.22250109910964966) | > loss_disc_real_5: 0.13844287395477295 (0.17422926053404808) | > loss_0: 2.579939126968384 (2.40679794549942) | > loss_gen: 1.9569997787475586 (2.114684373140335) | > loss_kl: 3.315561056137085 (3.3791403770446777) | > loss_feat: 6.4862470626831055 (5.816349267959595) | > loss_mel: 17.71564292907715 (17.47922945022583) | > loss_duration: 2.4024720191955566 (2.401394784450531) | > loss_1: 31.876924514770508 (31.190799236297607)  --> STEP: 5 | > loss_disc: 2.42818546295166 (2.4110754489898683) | > loss_disc_real_0: 0.16900336742401123 (0.10003839060664177) | > loss_disc_real_1: 0.23475529253482819 (0.20679760575294495) | > loss_disc_real_2: 0.2356833815574646 (0.23026517331600188) | > loss_disc_real_3: 0.21450163424015045 (0.21753155589103698) | > loss_disc_real_4: 0.2220534235239029 (0.2224115639925003) | > loss_disc_real_5: 0.18885599076747894 (0.17715460658073426) | > loss_0: 2.42818546295166 (2.4110754489898683) | > loss_gen: 2.2286336421966553 (2.137474226951599) | > loss_kl: 3.032597780227661 (3.3098318576812744) | > loss_feat: 5.343027114868164 (5.721684837341309) | > loss_mel: 16.985187530517578 (17.38042106628418) | > loss_duration: 2.3255605697631836 (2.3862279415130616) | > loss_1: 29.915008544921875 (30.93564109802246)  --> STEP: 6 | > loss_disc: 2.29921555519104 (2.39243213335673) | > loss_disc_real_0: 0.06448942422866821 (0.09411356287697951) | > loss_disc_real_1: 0.22024832665920258 (0.20903939257065454) | > loss_disc_real_2: 0.17889320850372314 (0.2217031791806221) | > loss_disc_real_3: 0.22875173389911652 (0.21940158555905023) | > loss_disc_real_4: 0.2273462861776352 (0.2232340176900228) | > loss_disc_real_5: 0.17553523182868958 (0.1768847107887268) | > loss_0: 2.29921555519104 (2.39243213335673) | > loss_gen: 2.3206701278686523 (2.168006877104441) | > loss_kl: 2.9609673023223877 (3.25168776512146) | > loss_feat: 5.324033737182617 (5.655409653981526) | > loss_mel: 18.657318115234375 (17.59323724110921) | > loss_duration: 2.23653507232666 (2.3612791299819946) | > loss_1: 31.499523162841797 (31.029621442159016)  --> STEP: 7 | > loss_disc: 2.4224231243133545 (2.3967165606362477) | > loss_disc_real_0: 0.1770963966846466 (0.10596825342093195) | > loss_disc_real_1: 0.18551163375377655 (0.2056782841682434) | > loss_disc_real_2: 0.2446378916501999 (0.22497956667627608) | > loss_disc_real_3: 0.31263697147369385 (0.23272092640399933) | > loss_disc_real_4: 0.280826210975647 (0.23146147387368338) | > loss_disc_real_5: 0.2585582435131073 (0.18855235832078115) | > loss_0: 2.4224231243133545 (2.3967165606362477) | > loss_gen: 2.519033908843994 (2.2181535959243774) | > loss_kl: 4.018017768859863 (3.361163479941232) | > loss_feat: 5.292186260223389 (5.603520597730364) | > loss_mel: 17.419475555419922 (17.5684141431536) | > loss_duration: 2.605350971221924 (2.396146535873413) | > loss_1: 31.854063034057617 (31.147398812430247)  --> STEP: 8 | > loss_disc: 2.214142084121704 (2.37389475107193) | > loss_disc_real_0: 0.1102350652217865 (0.10650160489603877) | > loss_disc_real_1: 0.1640162318944931 (0.20047052763402462) | > loss_disc_real_2: 0.17193152010440826 (0.2183485608547926) | > loss_disc_real_3: 0.2488931268453598 (0.2347424514591694) | > loss_disc_real_4: 0.17983879148960114 (0.2250086385756731) | > loss_disc_real_5: 0.13918878138065338 (0.1823819112032652) | > loss_0: 2.214142084121704 (2.37389475107193) | > loss_gen: 2.326323986053467 (2.2316748946905136) | > loss_kl: 3.8277223110198975 (3.419483333826065) | > loss_feat: 10.271888732910156 (6.187066614627838) | > loss_mel: 18.960067749023438 (17.74237084388733) | > loss_duration: 2.3132824897766113 (2.385788530111313) | > loss_1: 37.699283599853516 (31.966384410858154)  --> STEP: 9 | > loss_disc: 2.3199310302734375 (2.36789878209432) | > loss_disc_real_0: 0.1356837898492813 (0.1097440698908435) | > loss_disc_real_1: 0.18240439891815186 (0.19846317999892765) | > loss_disc_real_2: 0.191489577293396 (0.21536422934797075) | > loss_disc_real_3: 0.21269477903842926 (0.23229271007908714) | > loss_disc_real_4: 0.19898562133312225 (0.22211719221538967) | > loss_disc_real_5: 0.18985816836357117 (0.18321260644329918) | > loss_0: 2.3199310302734375 (2.36789878209432) | > loss_gen: 2.2881364822387695 (2.2379484044180975) | > loss_kl: 2.53840708732605 (3.3215859731038413) | > loss_feat: 9.933244705200195 (6.603308624691433) | > loss_mel: 18.77531623840332 (17.857142554389107) | > loss_duration: 2.260666608810425 (2.3718860944112143) | > loss_1: 35.79576873779297 (32.39187155829536)  --> STEP: 10 | > loss_disc: 2.4672815799713135 (2.377837061882019) | > loss_disc_real_0: 0.16611798107624054 (0.11538146100938321) | > loss_disc_real_1: 0.30947887897491455 (0.20956474989652635) | > loss_disc_real_2: 0.3017391860485077 (0.22400172501802446) | > loss_disc_real_3: 0.24438829720020294 (0.23350226879119873) | > loss_disc_real_4: 0.20094145834445953 (0.21999961882829666) | > loss_disc_real_5: 0.16954746842384338 (0.1818460926413536) | > loss_0: 2.4672815799713135 (2.377837061882019) | > loss_gen: 2.4582858085632324 (2.259982144832611) | > loss_kl: 2.22505259513855 (3.211932635307312) | > loss_feat: 6.698785305023193 (6.61285629272461) | > loss_mel: 17.244335174560547 (17.79586181640625) | > loss_duration: 2.330190896987915 (2.367716574668884) | > loss_1: 30.956649780273438 (32.24834938049317)  --> STEP: 11 | > loss_disc: 2.383955478668213 (2.378393281589855) | > loss_disc_real_0: 0.06353205442428589 (0.11066787859255617) | > loss_disc_real_1: 0.2597992420196533 (0.2141315219077197) | > loss_disc_real_2: 0.20374740660190582 (0.22216042334383185) | > loss_disc_real_3: 0.17489969730377197 (0.22817476229234177) | > loss_disc_real_4: 0.2274278849363327 (0.22067491574720902) | > loss_disc_real_5: 0.15904463827610016 (0.1797732331536033) | > loss_0: 2.383955478668213 (2.378393281589855) | > loss_gen: 2.1127407550811768 (2.246596563946117) | > loss_kl: 3.596466541290283 (3.246890263123946) | > loss_feat: 7.688248157501221 (6.710619189522483) | > loss_mel: 16.72939682006836 (17.698910453102805) | > loss_duration: 2.569897174835205 (2.386096629229459) | > loss_1: 32.69675064086914 (32.28911313143644)  --> STEP: 12 | > loss_disc: 2.6841866970062256 (2.4038760662078857) | > loss_disc_real_0: 0.15687967836856842 (0.11451886190722387) | > loss_disc_real_1: 0.20108620822429657 (0.2130444124341011) | > loss_disc_real_2: 0.2701585292816162 (0.22616026550531387) | > loss_disc_real_3: 0.28415772318840027 (0.23284000903367996) | > loss_disc_real_4: 0.2966477572917938 (0.22700598587592444) | > loss_disc_real_5: 0.2646315395832062 (0.18684475868940353) | > loss_0: 2.6841866970062256 (2.4038760662078857) | > loss_gen: 2.250149965286255 (2.246892680724462) | > loss_kl: 2.687974214553833 (3.200313925743103) | > loss_feat: 6.257916450500488 (6.67289396127065) | > loss_mel: 17.30988883972168 (17.666491985321045) | > loss_duration: 2.2331652641296387 (2.373352348804474) | > loss_1: 30.73909568786621 (32.159945011138916)  --> STEP: 13 | > loss_disc: 2.4091193675994873 (2.4042793970841627) | > loss_disc_real_0: 0.08682022988796234 (0.1123881979057422) | > loss_disc_real_1: 0.2190466970205307 (0.21350612663305724) | > loss_disc_real_2: 0.23645532131195068 (0.22695219287505516) | > loss_disc_real_3: 0.2830751836299896 (0.23670425323339608) | > loss_disc_real_4: 0.17993108928203583 (0.22338483998408684) | > loss_disc_real_5: 0.19256052374839783 (0.18728443292471078) | > loss_0: 2.4091193675994873 (2.4042793970841627) | > loss_gen: 2.1846096515655518 (2.2421016784814687) | > loss_kl: 3.7551798820495605 (3.2429959223820615) | > loss_feat: 5.454431533813477 (6.579166082235483) | > loss_mel: 16.347864151000977 (17.56505907498873) | > loss_duration: 2.3128209114074707 (2.36869608438932) | > loss_1: 30.054906845092773 (31.998018998366135)  --> STEP: 14 | > loss_disc: 2.339110851287842 (2.3996245009558543) | > loss_disc_real_0: 0.10574515163898468 (0.1119136946009738) | > loss_disc_real_1: 0.2034146934747696 (0.21278530997889383) | > loss_disc_real_2: 0.21943698823451996 (0.22641539254358836) | > loss_disc_real_3: 0.2292426973581314 (0.23617128495659148) | > loss_disc_real_4: 0.2498517781496048 (0.22527533556733811) | > loss_disc_real_5: 0.17365722358226776 (0.186311060828822) | > loss_0: 2.339110851287842 (2.3996245009558543) | > loss_gen: 2.2175168991088867 (2.2403456228119984) | > loss_kl: 3.619903326034546 (3.2699178797858104) | > loss_feat: 6.807898044586182 (6.595504079546247) | > loss_mel: 17.715290069580078 (17.575789860316686) | > loss_duration: 2.4365997314453125 (2.3735463448933194) | > loss_1: 32.79720687866211 (32.05510384695871)  --> STEP: 15 | > loss_disc: 2.5270087718963623 (2.4081167856852215) | > loss_disc_real_0: 0.13336041569709778 (0.11334347600738208) | > loss_disc_real_1: 0.2166297882795334 (0.2130416085322698) | > loss_disc_real_2: 0.2246660739183426 (0.22629877130190532) | > loss_disc_real_3: 0.23278312385082245 (0.23594540754954021) | > loss_disc_real_4: 0.23017652332782745 (0.22560208141803742) | > loss_disc_real_5: 0.18092983961105347 (0.18595231274763743) | > loss_0: 2.5270087718963623 (2.4081167856852215) | > loss_gen: 2.1537387371063232 (2.23457183043162) | > loss_kl: 3.4611806869506836 (3.2826687335968017) | > loss_feat: 6.678285598754883 (6.60102284749349) | > loss_mel: 17.02705192565918 (17.53920733133952) | > loss_duration: 2.369572639465332 (2.3732814311981203) | > loss_1: 31.689830780029297 (32.03075230916342)  --> STEP: 16 | > loss_disc: 2.696669578552246 (2.4261513352394104) | > loss_disc_real_0: 0.18234841525554657 (0.11765628471039236) | > loss_disc_real_1: 0.2004372924566269 (0.21225383877754211) | > loss_disc_real_2: 0.23519958555698395 (0.22685507219284773) | > loss_disc_real_3: 0.3494584858417511 (0.24303997494280338) | > loss_disc_real_4: 0.2645047903060913 (0.22803350072354078) | > loss_disc_real_5: 0.1609724760055542 (0.18439107295125723) | > loss_0: 2.696669578552246 (2.4261513352394104) | > loss_gen: 2.148989677429199 (2.229222945868969) | > loss_kl: 3.0134241580963135 (3.2658409476280212) | > loss_feat: 7.191995143890381 (6.637958616018295) | > loss_mel: 15.89574146270752 (17.43649071455002) | > loss_duration: 2.412369966506958 (2.3757244646549225) | > loss_1: 30.66252326965332 (31.945237994194038)  --> STEP: 17 | > loss_disc: 2.5709421634674072 (2.434668442782234) | > loss_disc_real_0: 0.12550872564315796 (0.11811819300055504) | > loss_disc_real_1: 0.22749097645282745 (0.21315014099373536) | > loss_disc_real_2: 0.19820430874824524 (0.22516973316669464) | > loss_disc_real_3: 0.24867664277553558 (0.24337154363884644) | > loss_disc_real_4: 0.24873007833957672 (0.22925094646566055) | > loss_disc_real_5: 0.32578814029693604 (0.19270854750100305) | > loss_0: 2.5709421634674072 (2.434668442782234) | > loss_gen: 2.142486095428467 (2.2241207781959984) | > loss_kl: 2.566526174545288 (3.2247047845055077) | > loss_feat: 5.702259063720703 (6.582917465883143) | > loss_mel: 16.347097396850586 (17.372408754685345) | > loss_duration: 2.483670234680176 (2.3820742158328785) | > loss_1: 29.24203872680664 (31.786226272583015)  --> STEP: 18 | > loss_disc: 2.5715181827545166 (2.442271206114027) | > loss_disc_real_0: 0.03150370717048645 (0.11330627712110679) | > loss_disc_real_1: 0.12253256142139435 (0.2081158310174942) | > loss_disc_real_2: 0.23976390063762665 (0.22598052024841309) | > loss_disc_real_3: 0.24952588975429535 (0.24371345175637138) | > loss_disc_real_4: 0.24514731764793396 (0.23013407819800907) | > loss_disc_real_5: 0.1712009310722351 (0.19151367992162704) | > loss_0: 2.5715181827545166 (2.442271206114027) | > loss_gen: 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(17.466159569589717) | > loss_duration: 2.3149476051330566 (2.371065277802317) | > loss_1: 30.307851791381836 (31.809352874755866)  --> STEP: 20 | > loss_disc: 2.489982843399048 (2.4552170395851136) | > loss_disc_real_0: 0.12238165736198425 (0.1175793943926692) | > loss_disc_real_1: 0.15509139001369476 (0.2050562582910061) | > loss_disc_real_2: 0.23891495168209076 (0.22700155824422835) | > loss_disc_real_3: 0.19262336194515228 (0.2415100686252117) | > loss_disc_real_4: 0.23770450055599213 (0.22956649586558342) | > loss_disc_real_5: 0.19147653877735138 (0.19312735870480538) | > loss_0: 2.489982843399048 (2.4552170395851136) | > loss_gen: 2.0450944900512695 (2.195228672027588) | > loss_kl: 2.372769594192505 (3.1038552641868593) | > loss_feat: 6.107831001281738 (6.600722169876098) | > loss_mel: 18.502220153808594 (17.51796259880066) | > loss_duration: 2.3144538402557373 (2.368234705924988) | > loss_1: 31.342369079589844 (31.786003684997564)  --> STEP: 21 | > loss_disc: 2.4507291316986084 (2.455003329685756) | > loss_disc_real_0: 0.07312878966331482 (0.11546269892936661) | > loss_disc_real_1: 0.1950443536043167 (0.20457950092497326) | > loss_disc_real_2: 0.2445518672466278 (0.22783728724434263) | > loss_disc_real_3: 0.2867937386035919 (0.24366643386227743) | > loss_disc_real_4: 0.255550354719162 (0.2308038224776586) | > loss_disc_real_5: 0.17866286635398865 (0.1924385733547665) | > loss_0: 2.4507291316986084 (2.455003329685756) | > loss_gen: 2.191798210144043 (2.1950653166998) | > loss_kl: 2.9022064208984375 (3.094252938315982) | > loss_feat: 5.6722636222839355 (6.556509858085995) | > loss_mel: 16.34150505065918 (17.461940810793926) | > loss_duration: 2.2012414932250977 (2.3602826481773738) | > loss_1: 29.30901336669922 (31.668051765078594)  --> STEP: 22 | > loss_disc: 2.6119327545166016 (2.4621364853598853) | > loss_disc_real_0: 0.09792448580265045 (0.11466550742360679) | > loss_disc_real_1: 0.2542954087257385 (0.20683931491591714) | > loss_disc_real_2: 0.24529652297496796 (0.22863088886846195) | > loss_disc_real_3: 0.21923378109931946 (0.24255585873668845) | > loss_disc_real_4: 0.257114052772522 (0.23199974203651602) | > loss_disc_real_5: 0.19812791049480438 (0.19269717958840457) | > loss_0: 2.6119327545166016 (2.4621364853598853) | > loss_gen: 1.9833210706710815 (2.185440578243949) | > loss_kl: 2.2158124446868896 (3.054323824969205) | > loss_feat: 6.262992858886719 (6.54316817630421) | > loss_mel: 17.118247985839844 (17.44631840965965) | > loss_duration: 2.2245328426361084 (2.3541122024709527) | > loss_1: 29.804906845092773 (31.583363359624695)  --> STEP: 23 | > loss_disc: 2.4433863162994385 (2.4613212606181265) | > loss_disc_real_0: 0.1329955756664276 (0.11546246691242508) | > loss_disc_real_1: 0.2438167780637741 (0.2084470307049544) | > loss_disc_real_2: 0.24472850561141968 (0.22933078524859055) | > loss_disc_real_3: 0.296511173248291 (0.24490174197632333) | > loss_disc_real_4: 0.26755082607269287 (0.23354544134243674) | > loss_disc_real_5: 0.24639812111854553 (0.1950320031331933) | > loss_0: 2.4433863162994385 (2.4613212606181265) | > loss_gen: 2.470670223236084 (2.1978418671566504) | > loss_kl: 2.3576788902282715 (3.0240349147630776) | > loss_feat: 5.907498359680176 (6.515530358190122) | > loss_mel: 18.09211540222168 (17.474396539771043) | > loss_duration: 2.268949270248413 (2.3504094662873642) | > loss_1: 31.096912384033203 (31.56221331720767)  --> STEP: 24 | > loss_disc: 2.4415035247802734 (2.4604955216248827) | > loss_disc_real_0: 0.14409026503562927 (0.11665529183422525) | > loss_disc_real_1: 0.14874336123466492 (0.205959377810359) | > loss_disc_real_2: 0.23219697177410126 (0.2294502096871535) | > loss_disc_real_3: 0.2109658420085907 (0.24348774614433447) | > loss_disc_real_4: 0.20507313311100006 (0.23235909516612688) | > loss_disc_real_5: 0.1522853821516037 (0.19325089392562708) | > loss_0: 2.4415035247802734 (2.4604955216248827) | > loss_gen: 1.9730087518692017 (2.18847382068634) | > loss_kl: 2.544980764389038 (3.0040743251641593) | > loss_feat: 6.021591663360596 (6.494949579238892) | > loss_mel: 16.486347198486328 (17.433227817217514) | > loss_duration: 2.428422451019287 (2.353660007317861) | > loss_1: 29.4543514251709 (31.474385738372806)  --> STEP: 25 | > loss_disc: 2.795506238937378 (2.4738959503173827) | > loss_disc_real_0: 0.14823031425476074 (0.11791829273104668) | > loss_disc_real_1: 0.23867595195770264 (0.20726804077625274) | > loss_disc_real_2: 0.26511964201927185 (0.23087698698043824) | > loss_disc_real_3: 0.2099420130252838 (0.24214591681957245) | > loss_disc_real_4: 0.22510090470314026 (0.2320687675476074) | > loss_disc_real_5: 0.16962477564811707 (0.19230584919452667) | > loss_0: 2.795506238937378 (2.4738959503173827) | > loss_gen: 1.8150334358215332 (2.1735362052917475) | > loss_kl: 3.3052098751068115 (3.016119747161865) | > loss_feat: 4.671256065368652 (6.422001838684082) | > loss_mel: 15.023395538330078 (17.336834526062017) | > loss_duration: 2.4235963821411133 (2.3564574623107912) | > loss_1: 27.23849105834961 (31.304949951171878)  --> STEP: 26 | > loss_disc: 2.5224690437316895 (2.475764146217933) | > loss_disc_real_0: 0.1071367934346199 (0.11750361968118411) | > loss_disc_real_1: 0.14173643290996552 (0.2047475943198571) | > loss_disc_real_2: 0.20472508668899536 (0.22987114466153657) | > loss_disc_real_3: 0.16681522130966187 (0.23924858237688357) | > loss_disc_real_4: 0.1744333952665329 (0.2298520224598738) | > loss_disc_real_5: 0.19245243072509766 (0.1923114869457025) | > loss_0: 2.5224690437316895 (2.475764146217933) | > loss_gen: 1.9596282243728638 (2.165308975256406) | > loss_kl: 2.7078769207000732 (3.0042642538364115) | > loss_feat: 14.360742568969727 (6.727338020618145) | > loss_mel: 19.401079177856445 (17.416228551131034) | > loss_duration: 2.3062009811401367 (2.3545245207273044) | > loss_1: 40.73552703857422 (31.667664454533508) --> EVAL PERFORMANCE | > avg_loader_time: 0.002382003344022311 (-3.4148876483623865e-05) | > avg_loss_disc: 2.475764146217933 (+0.021945880009577756) | > avg_loss_disc_real_0: 0.11750361968118411 (-0.02158218550567445) | > avg_loss_disc_real_1: 0.2047475943198571 (+0.047000039368867874) | > avg_loss_disc_real_2: 0.22987114466153657 (+0.04467590497090265) | > avg_loss_disc_real_3: 0.23924858237688357 (+0.013335936917708457) | > avg_loss_disc_real_4: 0.2298520224598738 (-0.03341110738424152) | > avg_loss_disc_real_5: 0.1923114869457025 (-0.03848423035098955) | > avg_loss_0: 2.475764146217933 (+0.021945880009577756) | > avg_loss_gen: 2.165308975256406 (-0.09126224426122853) | > avg_loss_kl: 3.0042642538364115 (-0.13505490009601306) | > avg_loss_feat: 6.727338020618145 (+0.08861998411325267) | > avg_loss_mel: 17.416228551131034 (+0.323092864109924) | > avg_loss_duration: 2.3545245207273044 (-0.006164000584528484) | > avg_loss_1: 31.667664454533508 (+0.17923201047457482)  > EPOCH: 830/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 03:59:04)   --> TIME: 2024-06-12 03:59:14 -- STEP: 24/330 -- GLOBAL_STEP: 361925 | > loss_disc: 2.281193733215332 (2.320703774690628) | > loss_disc_real_0: 0.09063829481601715 (0.09969604387879372) | > loss_disc_real_1: 0.22245807945728302 (0.1946620171268781) | > loss_disc_real_2: 0.22938601672649384 (0.21036491418878236) | > loss_disc_real_3: 0.2511693835258484 (0.2317508546014627) | > loss_disc_real_4: 0.22416168451309204 (0.23134998170038065) | > loss_disc_real_5: 0.2209208607673645 (0.2243946964542071) | > loss_0: 2.281193733215332 (2.320703774690628) | > grad_norm_0: tensor(5.2616, device='cuda:0') (tensor(10.6623, device='cuda:0')) | > loss_gen: 2.621816873550415 (2.513490746418635) | > loss_kl: 1.9384403228759766 (1.8767807682355244) | > loss_feat: 7.481902122497559 (6.954346497853597) | > loss_mel: 17.320045471191406 (17.216442982355755) | > loss_duration: 1.934985637664795 (2.0207241177558903) | > loss_1: 31.297189712524414 (30.581785281499226) | > grad_norm_1: tensor(77.7775, device='cuda:0') (tensor(112.5793, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3725 (0.358708659807841) | > loader_time: 0.004 (0.003213276465733846)  --> TIME: 2024-06-12 03:59:23 -- STEP: 49/330 -- GLOBAL_STEP: 361950 | > loss_disc: 2.4057319164276123 (2.355601252341757) | > loss_disc_real_0: 0.1159968450665474 (0.10471367425456339) | > loss_disc_real_1: 0.1727779060602188 (0.1961824665872418) | > loss_disc_real_2: 0.2217252254486084 (0.21235602942048287) | > loss_disc_real_3: 0.23737046122550964 (0.23091369441577367) | > loss_disc_real_4: 0.24512700736522675 (0.2321973403497618) | > loss_disc_real_5: 0.23358303308486938 (0.22311863151131844) | > loss_0: 2.4057319164276123 (2.355601252341757) | > grad_norm_0: tensor(8.2442, device='cuda:0') (tensor(10.4282, device='cuda:0')) | > loss_gen: 2.537980556488037 (2.502880981990268) | > loss_kl: 1.9127652645111084 (1.9080750869244945) | > loss_feat: 6.823989391326904 (7.042380848709418) | > loss_mel: 17.734859466552734 (17.27416275958626) | > loss_duration: 1.9391758441925049 (1.9885465271618907) | > loss_1: 30.948772430419922 (30.716046235999283) | > grad_norm_1: tensor(239.3690, device='cuda:0') (tensor(118.5901, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3789 (0.3624369562888632) | > loader_time: 0.0034 (0.003439942184759646)  --> TIME: 2024-06-12 03:59:33 -- STEP: 74/330 -- GLOBAL_STEP: 361975 | > loss_disc: 2.327455759048462 (2.3457446968233264) | > loss_disc_real_0: 0.07587109506130219 (0.10467231988504125) | > loss_disc_real_1: 0.22460664808750153 (0.19659401456246506) | > loss_disc_real_2: 0.18298931419849396 (0.20996349627101746) | > loss_disc_real_3: 0.24651938676834106 (0.2289678301360156) | > loss_disc_real_4: 0.23077115416526794 (0.2315725690206966) | > loss_disc_real_5: 0.23858685791492462 (0.22324616884863055) | > loss_0: 2.327455759048462 (2.3457446968233264) | > grad_norm_0: tensor(13.0589, device='cuda:0') (tensor(11.3288, device='cuda:0')) | > loss_gen: 2.579573631286621 (2.5045003117741755) | > loss_kl: 1.9237980842590332 (1.9356141605892696) | > loss_feat: 7.437312126159668 (7.067997500703143) | > loss_mel: 17.828792572021484 (17.296737181173793) | > loss_duration: 1.9237784147262573 (1.979014155027029) | > loss_1: 31.693256378173828 (30.783863325376768) | > grad_norm_1: tensor(153.8552, device='cuda:0') (tensor(143.1837, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3657 (0.36677598953247065) | > loader_time: 0.0038 (0.003570691959278004)  --> TIME: 2024-06-12 03:59:42 -- STEP: 99/330 -- GLOBAL_STEP: 362000 | > loss_disc: 2.4477643966674805 (2.358295392508458) | > loss_disc_real_0: 0.1118689477443695 (0.10784158727737388) | > loss_disc_real_1: 0.2469721883535385 (0.19814771308441353) | > loss_disc_real_2: 0.20140117406845093 (0.2109229104085402) | > loss_disc_real_3: 0.23461103439331055 (0.22892847190601656) | > loss_disc_real_4: 0.2474086731672287 (0.23236663669648797) | > loss_disc_real_5: 0.24529819190502167 (0.22463292079140443) | > loss_0: 2.4477643966674805 (2.358295392508458) | > grad_norm_0: tensor(5.2459, device='cuda:0') (tensor(11.5430, device='cuda:0')) | > loss_gen: 2.47869610786438 (2.491520185663241) | > loss_kl: 1.9372550249099731 (1.9535333472068863) | > loss_feat: 6.807455062866211 (7.013035258861504) | > loss_mel: 17.0091609954834 (17.245665925921816) | > loss_duration: 2.004328966140747 (1.9816665805951517) | > loss_1: 30.23689842224121 (30.68542131751475) | > grad_norm_1: tensor(87.1240, device='cuda:0') (tensor(147.3024, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3587 (0.3672570845093389) | > loader_time: 0.0043 (0.0036539983267735955) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_362000.pth  --> TIME: 2024-06-12 03:59:56 -- STEP: 124/330 -- GLOBAL_STEP: 362025 | > loss_disc: 2.387488842010498 (2.3637752706004727) | > loss_disc_real_0: 0.08459097892045975 (0.10985658023386233) | > loss_disc_real_1: 0.16871163249015808 (0.19825458670816115) | > loss_disc_real_2: 0.2037799209356308 (0.21087005458051158) | > loss_disc_real_3: 0.20607784390449524 (0.2298299421466166) | > loss_disc_real_4: 0.22222554683685303 (0.23280479350397665) | > loss_disc_real_5: 0.21319670975208282 (0.2246035685943019) | > loss_0: 2.387488842010498 (2.3637752706004727) | > grad_norm_0: tensor(19.1215, device='cuda:0') (tensor(12.9432, device='cuda:0')) | > loss_gen: 2.467665910720825 (2.492545237464288) | > loss_kl: 1.864819049835205 (1.9719016417380302) | > loss_feat: 6.8620219230651855 (7.0114235801081515) | > loss_mel: 17.28524398803711 (17.249283421424128) | > loss_duration: 2.006531238555908 (1.986167830805625) | > loss_1: 30.486282348632812 (30.711321723076605) | > grad_norm_1: tensor(249.9990, device='cuda:0') (tensor(168.1508, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3891 (0.3700834570392485) | > loader_time: 0.0043 (0.0037390109031431138)  --> TIME: 2024-06-12 04:00:06 -- STEP: 149/330 -- GLOBAL_STEP: 362050 | > loss_disc: 2.304870128631592 (2.363714598969325) | > loss_disc_real_0: 0.08597344160079956 (0.11124892987860929) | > loss_disc_real_1: 0.20481854677200317 (0.19834288484698173) | > loss_disc_real_2: 0.19398759305477142 (0.21061415300273253) | > loss_disc_real_3: 0.241476371884346 (0.22986120005582003) | > loss_disc_real_4: 0.22617653012275696 (0.23275583302414657) | > loss_disc_real_5: 0.2026217132806778 (0.22406831883744105) | > loss_0: 2.304870128631592 (2.363714598969325) | > grad_norm_0: tensor(44.9574, device='cuda:0') (tensor(14.9855, device='cuda:0')) | > loss_gen: 2.4368014335632324 (2.4951845863521482) | > loss_kl: 2.0563297271728516 (1.9840177969644535) | > loss_feat: 6.494900703430176 (7.030405646202548) | > loss_mel: 17.508861541748047 (17.264600907396147) | > loss_duration: 2.0363848209381104 (1.9904871506979) | > loss_1: 30.533279418945312 (30.76469608281283) | > grad_norm_1: tensor(396.2119, device='cuda:0') (tensor(196.0732, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3923 (0.3723951058099733) | > loader_time: 0.0041 (0.003867815004899198)  --> TIME: 2024-06-12 04:00:16 -- STEP: 174/330 -- GLOBAL_STEP: 362075 | > loss_disc: 2.4682528972625732 (2.368356011379725) | > loss_disc_real_0: 0.1326143741607666 (0.11252975373946388) | > loss_disc_real_1: 0.22009868919849396 (0.19803382747474757) | > loss_disc_real_2: 0.21875670552253723 (0.2117270137044205) | > loss_disc_real_3: 0.24759602546691895 (0.2302144693060853) | > loss_disc_real_4: 0.25557735562324524 (0.23306043360425138) | > loss_disc_real_5: 0.24534210562705994 (0.2244195090285663) | > loss_0: 2.4682528972625732 (2.368356011379725) | > grad_norm_0: tensor(22.7302, device='cuda:0') (tensor(15.7251, device='cuda:0')) | > loss_gen: 2.309084177017212 (2.4919824709837446) | > loss_kl: 2.06564998626709 (1.9935963928014382) | > loss_feat: 7.042948246002197 (7.008175688228388) | > loss_mel: 17.38024139404297 (17.23859848921326) | > loss_duration: 2.111395835876465 (1.9970694115792198) | > loss_1: 30.909320831298828 (30.729422459657165) | > grad_norm_1: tensor(297.3473, device='cuda:0') (tensor(208.4664, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.3835 (0.37416690108419837) | > loader_time: 0.0045 (0.00397698769624206)  --> TIME: 2024-06-12 04:00:26 -- STEP: 199/330 -- GLOBAL_STEP: 362100 | > loss_disc: 2.549753427505493 (2.3711432392273712) | > loss_disc_real_0: 0.23222550749778748 (0.11439247466810984) | > loss_disc_real_1: 0.19959697127342224 (0.19847353873540408) | > loss_disc_real_2: 0.25592318177223206 (0.21165636885705305) | > loss_disc_real_3: 0.2118362933397293 (0.2304006740076458) | > loss_disc_real_4: 0.2437412291765213 (0.23275097171265877) | > loss_disc_real_5: 0.226858988404274 (0.22353130301937985) | > loss_0: 2.549753427505493 (2.3711432392273712) | > grad_norm_0: tensor(42.5018, device='cuda:0') (tensor(17.9962, device='cuda:0')) | > loss_gen: 2.4297564029693604 (2.492987723805794) | > loss_kl: 2.0381860733032227 (1.9992882702218828) | > loss_feat: 6.674129486083984 (7.013555766350061) | > loss_mel: 17.014760971069336 (17.20774661596095) | > loss_duration: 2.1356940269470215 (2.005629833619198) | > loss_1: 30.29252815246582 (30.719208252489867) | > grad_norm_1: tensor(201.2581, device='cuda:0') (tensor(235.9090, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.4143 (0.37695728234909287) | > loader_time: 0.0045 (0.004095279990728179)  --> TIME: 2024-06-12 04:00:37 -- STEP: 224/330 -- GLOBAL_STEP: 362125 | > loss_disc: 2.3427979946136475 (2.372947970671313) | > loss_disc_real_0: 0.13444718718528748 (0.11593712074682117) | > loss_disc_real_1: 0.2167637050151825 (0.1984112405085138) | > loss_disc_real_2: 0.14956822991371155 (0.21169908404616372) | > loss_disc_real_3: 0.21678292751312256 (0.23045178635844163) | > loss_disc_real_4: 0.21848511695861816 (0.2325201249415321) | > loss_disc_real_5: 0.18174970149993896 (0.22296829581526773) | > loss_0: 2.3427979946136475 (2.372947970671313) | > grad_norm_0: tensor(13.9668, device='cuda:0') (tensor(20.1271, device='cuda:0')) | > loss_gen: 2.496112585067749 (2.492955779390673) | > loss_kl: 2.102409839630127 (2.005227891994375) | > loss_feat: 7.685790538787842 (7.00587396962302) | > loss_mel: 17.24563217163086 (17.173744580575377) | > loss_duration: 2.119499683380127 (2.0140300919967027) | > loss_1: 31.649444580078125 (30.691832380635397) | > grad_norm_1: tensor(504.5341, device='cuda:0') (tensor(253.6738, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.4083 (0.3799068885190146) | > loader_time: 0.005 (0.004211990961006709)  --> TIME: 2024-06-12 04:00:47 -- STEP: 249/330 -- GLOBAL_STEP: 362150 | > loss_disc: 2.473905086517334 (2.374082943521829) | > loss_disc_real_0: 0.19828248023986816 (0.11698585338740942) | > loss_disc_real_1: 0.2539168894290924 (0.1982907950279703) | > loss_disc_real_2: 0.2120971530675888 (0.21197280922089237) | > loss_disc_real_3: 0.19667363166809082 (0.23024257520834604) | > loss_disc_real_4: 0.23129567503929138 (0.23264512491513448) | > loss_disc_real_5: 0.2120196372270584 (0.22401392603495035) | > loss_0: 2.473905086517334 (2.374082943521829) | > grad_norm_0: tensor(70.7764, device='cuda:0') (tensor(21.3294, device='cuda:0')) | > loss_gen: 2.3411340713500977 (2.493984360292731) | > loss_kl: 1.8738675117492676 (2.0109546510091287) | > loss_feat: 6.0433125495910645 (7.0125974115118925) | > loss_mel: 16.628494262695312 (17.15864630779586) | > loss_duration: 2.105125665664673 (2.022794082461591) | > loss_1: 28.991931915283203 (30.698976884405297) | > grad_norm_1: tensor(498.4352, device='cuda:0') (tensor(268.5181, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.4134 (0.3835702095644541) | > loader_time: 0.0051 (0.00433896535850433)  --> TIME: 2024-06-12 04:00:58 -- STEP: 274/330 -- GLOBAL_STEP: 362175 | > loss_disc: 2.4739458560943604 (2.3765530029352564) | > loss_disc_real_0: 0.13345526158809662 (0.11886008391088813) | > loss_disc_real_1: 0.18469074368476868 (0.19831887306305615) | > loss_disc_real_2: 0.24784508347511292 (0.21256061034263485) | > loss_disc_real_3: 0.27917811274528503 (0.23037557282151966) | > loss_disc_real_4: 0.2871882915496826 (0.2324802466008785) | > loss_disc_real_5: 0.25321173667907715 (0.22337359744701943) | > loss_0: 2.4739458560943604 (2.3765530029352564) | > grad_norm_0: tensor(58.5743, device='cuda:0') (tensor(23.3569, device='cuda:0')) | > loss_gen: 2.39369535446167 (2.4929836431558963) | > loss_kl: 2.219287157058716 (2.0204343312848247) | > loss_feat: 6.900038719177246 (7.013027845507991) | > loss_mel: 15.857555389404297 (17.109166639564666) | > loss_duration: 2.1276416778564453 (2.031885255427257) | > loss_1: 29.498218536376953 (30.667497788032478) | > grad_norm_1: tensor(661.0720, device='cuda:0') (tensor(289.1498, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.4498 (0.3881734922854569) | > loader_time: 0.0058 (0.004480256651439806)  --> TIME: 2024-06-12 04:01:10 -- STEP: 299/330 -- GLOBAL_STEP: 362200 | > loss_disc: 2.3986005783081055 (2.380661954050479) | > loss_disc_real_0: 0.11852547526359558 (0.120372532153608) | > loss_disc_real_1: 0.1642591506242752 (0.19825462383968775) | > loss_disc_real_2: 0.23943348228931427 (0.21268894456102697) | > loss_disc_real_3: 0.22323977947235107 (0.23045636190219868) | > loss_disc_real_4: 0.2632526457309723 (0.2327633926202621) | > loss_disc_real_5: 0.23915737867355347 (0.22330490477308376) | > loss_0: 2.3986005783081055 (2.380661954050479) | > grad_norm_0: tensor(28.8436, device='cuda:0') (tensor(24.8627, device='cuda:0')) | > loss_gen: 2.3598031997680664 (2.489382328397054) | > loss_kl: 2.128217935562134 (2.0251473878139654) | > loss_feat: 7.231478691101074 (7.00915355267732) | > loss_mel: 17.072420120239258 (17.054021296293826) | > loss_duration: 2.199247360229492 (2.0426990742667472) | > loss_1: 30.991167068481445 (30.620403691677744) | > grad_norm_1: tensor(481.2980, device='cuda:0') (tensor(304.7705, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.4643 (0.3939919128864506) | > loader_time: 0.0062 (0.004630457996126003)  --> TIME: 2024-06-12 04:01:24 -- STEP: 324/330 -- GLOBAL_STEP: 362225 | > loss_disc: 2.491245985031128 (2.3829044655517286) | > loss_disc_real_0: 0.170285165309906 (0.12131955877038432) | > loss_disc_real_1: 0.21363554894924164 (0.19871185761359003) | > loss_disc_real_2: 0.22996054589748383 (0.21259981761743993) | > loss_disc_real_3: 0.2750020921230316 (0.23066280933993835) | > loss_disc_real_4: 0.2737269699573517 (0.2328038730279163) | > loss_disc_real_5: 0.2456492930650711 (0.223460586718571) | > loss_0: 2.491245985031128 (2.3829044655517286) | > grad_norm_0: tensor(19.0103, device='cuda:0') (tensor(25.3448, device='cuda:0')) | > loss_gen: 2.1673874855041504 (2.4834078233919006) | > loss_kl: 2.3453807830810547 (2.0344910787211536) | > loss_feat: 8.118390083312988 (7.039477461650048) | > loss_mel: 16.11048698425293 (17.006816710954826) | > loss_duration: 2.26922345161438 (2.057593376180273) | > loss_1: 31.010868072509766 (30.621786500200812) | > grad_norm_1: tensor(197.3962, device='cuda:0') (tensor(310.0899, device='cuda:0')) | > current_lr_0: 0.00018028895721980463 | > current_lr_1: 0.00018028895721980463 | > step_time: 0.615 (0.4050081666604972) | > loader_time: 0.0085 (0.004889182102533035)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4477381706237793 (2.4477381706237793) | > loss_disc_real_0: 0.1123514324426651 (0.1123514324426651) | > loss_disc_real_1: 0.18251872062683105 (0.18251872062683105) | > loss_disc_real_2: 0.27980610728263855 (0.27980610728263855) | > loss_disc_real_3: 0.24794696271419525 (0.24794696271419525) | > loss_disc_real_4: 0.2619839012622833 (0.2619839012622833) | > loss_disc_real_5: 0.26687705516815186 (0.26687705516815186) | > loss_0: 2.4477381706237793 (2.4477381706237793) | > loss_gen: 2.3339955806732178 (2.3339955806732178) | > loss_kl: 2.485960006713867 (2.485960006713867) | > loss_feat: 5.488678455352783 (5.488678455352783) | > loss_mel: 13.893343925476074 (13.893343925476074) | > loss_duration: 2.97249698638916 (2.97249698638916) | > loss_1: 27.174476623535156 (27.174476623535156)  --> STEP: 1 | > loss_disc: 2.5320727825164795 (2.5320727825164795) | > loss_disc_real_0: 0.10199033468961716 (0.10199033468961716) | > loss_disc_real_1: 0.10519659519195557 (0.10519659519195557) | > loss_disc_real_2: 0.19757495820522308 (0.19757495820522308) | > loss_disc_real_3: 0.2600187063217163 (0.2600187063217163) | > loss_disc_real_4: 0.29195812344551086 (0.29195812344551086) | > loss_disc_real_5: 0.2549121379852295 (0.2549121379852295) | > loss_0: 2.5320727825164795 (2.5320727825164795) | > loss_gen: 2.0458507537841797 (2.0458507537841797) | > loss_kl: 3.342515707015991 (3.342515707015991) | > loss_feat: 6.197024345397949 (6.197024345397949) | > loss_mel: 18.0261173248291 (18.0261173248291) | > loss_duration: 2.4642581939697266 (2.4642581939697266) | > loss_1: 32.075767517089844 (32.075767517089844)  --> STEP: 2 | > loss_disc: 2.4004290103912354 (2.4662508964538574) | > loss_disc_real_0: 0.09220340847969055 (0.09709687158465385) | > loss_disc_real_1: 0.18213051557540894 (0.14366355538368225) | > loss_disc_real_2: 0.2437613159418106 (0.22066813707351685) | > loss_disc_real_3: 0.2148723155260086 (0.23744551092386246) | > loss_disc_real_4: 0.23103442788124084 (0.26149627566337585) | > loss_disc_real_5: 0.20953254401683807 (0.23222234100103378) | > loss_0: 2.4004290103912354 (2.4662508964538574) | > loss_gen: 2.3102917671203613 (2.1780712604522705) | > loss_kl: 2.5661280155181885 (2.95432186126709) | > loss_feat: 6.271805286407471 (6.23441481590271) | > loss_mel: 18.63665199279785 (18.331384658813477) | > loss_duration: 2.409123182296753 (2.4366906881332397) | > loss_1: 32.194000244140625 (32.134883880615234)  --> STEP: 3 | > loss_disc: 2.525336980819702 (2.485946257909139) | > loss_disc_real_0: 0.1390496790409088 (0.11108114073673885) | > loss_disc_real_1: 0.17810384929180145 (0.15514365335305533) | > loss_disc_real_2: 0.33834317326545715 (0.25989314913749695) | > loss_disc_real_3: 0.23262278735637665 (0.2358379364013672) | > loss_disc_real_4: 0.22258813679218292 (0.24852689603964487) | > loss_disc_real_5: 0.2050306797027588 (0.2231584539016088) | > loss_0: 2.525336980819702 (2.485946257909139) | > loss_gen: 2.3058974742889404 (2.220679998397827) | > loss_kl: 3.400104284286499 (3.1029160022735596) | > loss_feat: 6.689424991607666 (6.386084874471028) | > loss_mel: 15.701163291931152 (17.454644203186035) | > loss_duration: 2.442492961883545 (2.4386247793833413) | > loss_1: 30.539081573486328 (31.602949778238933)  --> STEP: 4 | > loss_disc: 2.4053893089294434 (2.465807020664215) | > loss_disc_real_0: 0.14183378219604492 (0.11876930110156536) | > loss_disc_real_1: 0.1673922836780548 (0.1582058109343052) | > loss_disc_real_2: 0.2896794378757477 (0.26733972132205963) | > loss_disc_real_3: 0.2612631320953369 (0.24219423532485962) | > loss_disc_real_4: 0.24551504850387573 (0.2477739341557026) | > loss_disc_real_5: 0.2538684606552124 (0.2308359555900097) | > loss_0: 2.4053893089294434 (2.465807020664215) | > loss_gen: 2.558947801589966 (2.305246949195862) | > loss_kl: 4.644680976867676 (3.4883572459220886) | > loss_feat: 6.411971569061279 (6.392556548118591) | > loss_mel: 16.768630981445312 (17.283140897750854) | > loss_duration: 2.402132034301758 (2.4295015931129456) | > loss_1: 32.78636169433594 (31.898802757263184)  --> STEP: 5 | > loss_disc: 2.632205009460449 (2.499086618423462) | > loss_disc_real_0: 0.21209615468978882 (0.13743467181921004) | > loss_disc_real_1: 0.2591177523136139 (0.17838819921016694) | > loss_disc_real_2: 0.27896034717559814 (0.2696638464927673) | > loss_disc_real_3: 0.29139742255210876 (0.25203487277030945) | > loss_disc_real_4: 0.30154889822006226 (0.25852892696857455) | > loss_disc_real_5: 0.21418827772140503 (0.22750642001628876) | > loss_0: 2.632205009460449 (2.499086618423462) | > loss_gen: 2.3971588611602783 (2.3236293315887453) | > loss_kl: 2.645103693008423 (3.3197065353393556) | > loss_feat: 7.096375942230225 (6.533320426940918) | > loss_mel: 18.086610794067383 (17.44383487701416) | > loss_duration: 2.328888416290283 (2.4093789577484133) | > loss_1: 32.55413818359375 (32.029869842529294)  --> STEP: 6 | > loss_disc: 2.3846893310546875 (2.4800204038619995) | > loss_disc_real_0: 0.09027509391307831 (0.1295747421681881) | > loss_disc_real_1: 0.19823215901851654 (0.18169552584489188) | > loss_disc_real_2: 0.26981714367866516 (0.2696893960237503) | > loss_disc_real_3: 0.28618136048316956 (0.25772595405578613) | > loss_disc_real_4: 0.26897132396698 (0.26026932646830875) | > loss_disc_real_5: 0.21026276051998138 (0.2246324767669042) | > loss_0: 2.3846893310546875 (2.4800204038619995) | > loss_gen: 2.4075281620025635 (2.3376124699910483) | > loss_kl: 3.02964186668396 (3.2713624238967896) | > loss_feat: 4.553776741027832 (6.203396479288737) | > loss_mel: 16.121599197387695 (17.223462263743084) | > loss_duration: 2.1751420497894287 (2.3703394730885825) | > loss_1: 28.287687301635742 (31.40617275238037)  --> STEP: 7 | > loss_disc: 2.470346450805664 (2.4786384105682373) | > loss_disc_real_0: 0.08921004086732864 (0.12380835626806531) | > loss_disc_real_1: 0.15665203332901 (0.17811788405690873) | > loss_disc_real_2: 0.21697430312633514 (0.2621586684669767) | > loss_disc_real_3: 0.29298198223114014 (0.26276252950940815) | > loss_disc_real_4: 0.25539430975914 (0.25957289550985607) | > loss_disc_real_5: 0.24921143054962158 (0.22814375587872096) | > loss_0: 2.470346450805664 (2.4786384105682373) | > loss_gen: 2.264930009841919 (2.3272292613983154) | > loss_kl: 4.49487829208374 (3.446150405066354) | > loss_feat: 6.95798397064209 (6.311194692339216) | > loss_mel: 19.10890769958496 (17.492811611720494) | > loss_duration: 2.4734020233154297 (2.3850626945495605) | > loss_1: 35.30010223388672 (31.962448392595565)  --> STEP: 8 | > loss_disc: 2.368617296218872 (2.4648857712745667) | > loss_disc_real_0: 0.12122471630573273 (0.12348540127277374) | > loss_disc_real_1: 0.16392193734645844 (0.17634339071810246) | > loss_disc_real_2: 0.22432728111743927 (0.25742974504828453) | > loss_disc_real_3: 0.2473343461751938 (0.26083400659263134) | > loss_disc_real_4: 0.2480591982603073 (0.2581336833536625) | > loss_disc_real_5: 0.20110401511192322 (0.22476378828287125) | > loss_0: 2.368617296218872 (2.4648857712745667) | > loss_gen: 2.1811342239379883 (2.3089673817157745) | > loss_kl: 3.4141488075256348 (3.442150205373764) | > loss_feat: 6.339258193969727 (6.31470263004303) | > loss_mel: 17.110692977905273 (17.44504678249359) | > loss_duration: 2.28543758392334 (2.372609555721283) | > loss_1: 31.330673217773438 (31.883476495742798)  --> STEP: 9 | > loss_disc: 2.4890589714050293 (2.4675716824001737) | > loss_disc_real_0: 0.16204413771629333 (0.1277697053220537) | > loss_disc_real_1: 0.15782999992370605 (0.17428634729650286) | > loss_disc_real_2: 0.2617429494857788 (0.2579089899857839) | > loss_disc_real_3: 0.26336169242858887 (0.2611148605744044) | > loss_disc_real_4: 0.17611782252788544 (0.24902080992857614) | > loss_disc_real_5: 0.18400153517723083 (0.2202346490489112) | > loss_0: 2.4890589714050293 (2.4675716824001737) | > loss_gen: 2.2661805152893066 (2.304213285446167) | > loss_kl: 2.4739654064178467 (3.3345741166008844) | > loss_feat: 9.69930648803711 (6.690769725375706) | > loss_mel: 18.347875595092773 (17.545361095004612) | > loss_duration: 2.2039990425109863 (2.3538750542534723) | > loss_1: 34.991329193115234 (32.228793462117515)  --> STEP: 10 | > loss_disc: 2.562699556350708 (2.4770844697952272) | > loss_disc_real_0: 0.14061126112937927 (0.12905386090278625) | > loss_disc_real_1: 0.24244481325149536 (0.1811021938920021) | > loss_disc_real_2: 0.2693882882595062 (0.25905691981315615) | > loss_disc_real_3: 0.22873888909816742 (0.2578772634267807) | > loss_disc_real_4: 0.25063568353652954 (0.2491822972893715) | > loss_disc_real_5: 0.2657003104686737 (0.22478121519088745) | > loss_0: 2.562699556350708 (2.4770844697952272) | > loss_gen: 2.2454049587249756 (2.298332452774048) | > loss_kl: 3.066864252090454 (3.3078031301498414) | > loss_feat: 7.043346405029297 (6.726027393341065) | > loss_mel: 16.84721565246582 (17.47554655075073) | > loss_duration: 2.33933687210083 (2.352421236038208) | > loss_1: 31.54216766357422 (32.16013088226318)  --> STEP: 11 | > loss_disc: 2.4229657649993896 (2.47216458754106) | > loss_disc_real_0: 0.10177060961723328 (0.12657356533137235) | > loss_disc_real_1: 0.21139129996299744 (0.18385574898936533) | > loss_disc_real_2: 0.14811992645263672 (0.24897173859856345) | > loss_disc_real_3: 0.2856822907924652 (0.2604049931872975) | > loss_disc_real_4: 0.26289257407188416 (0.25042868608778174) | > loss_disc_real_5: 0.28515195846557617 (0.23026946457949551) | > loss_0: 2.4229657649993896 (2.47216458754106) | > loss_gen: 2.2276082038879395 (2.2919029756025835) | > loss_kl: 3.915904998779297 (3.3630851182070645) | > loss_feat: 4.91925573348999 (6.561775424263694) | > loss_mel: 17.888307571411133 (17.51307027990168) | > loss_duration: 2.5284337997436523 (2.3684223781932485) | > loss_1: 31.479511260986328 (32.098256371238016)  --> STEP: 12 | > loss_disc: 2.6041111946105957 (2.483160138130188) | > loss_disc_real_0: 0.1375332623720169 (0.12748687341809273) | > loss_disc_real_1: 0.2091500610113144 (0.18596360832452774) | > loss_disc_real_2: 0.3346475064754486 (0.25611138592163724) | > loss_disc_real_3: 0.2973797023296356 (0.26348621894915897) | > loss_disc_real_4: 0.2619822025299072 (0.2513914791246255) | > loss_disc_real_5: 0.25746801495552063 (0.23253601044416428) | > loss_0: 2.6041111946105957 (2.483160138130188) | > loss_gen: 2.3481223583221436 (2.2965879241625466) | > loss_kl: 3.1645658016204834 (3.3465418418248496) | > loss_feat: 5.444267272949219 (6.468649744987488) | > loss_mel: 16.260204315185547 (17.408664782842003) | > loss_duration: 2.276880979537964 (2.360793928305308) | > loss_1: 29.49403953552246 (31.88123830159505)  --> STEP: 13 | > loss_disc: 2.511202335357666 (2.4853172302246094) | > loss_disc_real_0: 0.13158664107322693 (0.12780224016079536) | > loss_disc_real_1: 0.1870739459991455 (0.18604901891488296) | > loss_disc_real_2: 0.24176420271396637 (0.2550077564441241) | > loss_disc_real_3: 0.29568442702293396 (0.2659630041856032) | > loss_disc_real_4: 0.2603679597377777 (0.2520819776333295) | > loss_disc_real_5: 0.231289803981781 (0.23244014840859634) | > loss_0: 2.511202335357666 (2.4853172302246094) | > loss_gen: 2.255441665649414 (2.293422827353844) | > loss_kl: 3.642932653427124 (3.3693411350250244) | > loss_feat: 5.214592933654785 (6.372183836423433) | > loss_mel: 15.29081916809082 (17.245753581707298) | > loss_duration: 2.232001781463623 (2.3508868400867167) | > loss_1: 28.63578987121582 (31.63158842233511)  --> STEP: 14 | > loss_disc: 2.190596103668213 (2.4642657211848666) | > loss_disc_real_0: 0.1140647903084755 (0.1268209937427725) | > loss_disc_real_1: 0.18560932576656342 (0.18601761226143157) | > loss_disc_real_2: 0.23959770798683167 (0.2539070386971746) | > loss_disc_real_3: 0.19994331896305084 (0.26124731238399235) | > loss_disc_real_4: 0.19521507620811462 (0.24802005610295702) | > loss_disc_real_5: 0.18696711957454681 (0.22919207492044993) | > loss_0: 2.190596103668213 (2.4642657211848666) | > loss_gen: 2.4974303245544434 (2.3079947914396013) | > loss_kl: 4.144377708435059 (3.4247008902685985) | > loss_feat: 6.070701599121094 (6.350649390901838) | > loss_mel: 17.731447219848633 (17.28044598443168) | > loss_duration: 2.4653944969177246 (2.359065958431789) | > loss_1: 32.90935134887695 (31.722857202802384)  --> STEP: 15 | > loss_disc: 2.248995304107666 (2.4499143600463866) | > loss_disc_real_0: 0.12955182790756226 (0.1270030493537585) | > loss_disc_real_1: 0.14954127371311188 (0.18358585635821026) | > loss_disc_real_2: 0.22139494121074677 (0.25173956553141275) | > loss_disc_real_3: 0.2715282142162323 (0.261932705839475) | > loss_disc_real_4: 0.2576291263103485 (0.24866066078344978) | > loss_disc_real_5: 0.2502232491970062 (0.23059415320555368) | > loss_0: 2.248995304107666 (2.4499143600463866) | > loss_gen: 2.739201307296753 (2.336741892496745) | > loss_kl: 3.6711642742156982 (3.4411317825317385) | > loss_feat: 8.478580474853516 (6.492511463165283) | > loss_mel: 18.02338218688965 (17.329975064595544) | > loss_duration: 2.4141628742218018 (2.362739086151123) | > loss_1: 35.32648849487305 (31.96309928894043)  --> STEP: 16 | > loss_disc: 2.5341482162475586 (2.45517897605896) | > loss_disc_real_0: 0.24672956764698029 (0.13448595674708486) | > loss_disc_real_1: 0.17233793437480927 (0.18288286123424768) | > loss_disc_real_2: 0.20948339998722076 (0.24909855518490076) | > loss_disc_real_3: 0.28387922048568726 (0.26330436300486326) | > loss_disc_real_4: 0.2543746829032898 (0.24901778716593978) | > loss_disc_real_5: 0.2172069549560547 (0.22975745331496) | > loss_0: 2.5341482162475586 (2.45517897605896) | > loss_gen: 2.1981189250946045 (2.328077957034111) | > loss_kl: 2.4523026943206787 (3.379329964518547) | > loss_feat: 5.763887405395508 (6.446972459554672) | > loss_mel: 12.949893951416016 (17.056219995021824) | > loss_duration: 2.4051835536956787 (2.3653918653726578) | > loss_1: 25.769386291503906 (31.575992226600647)  --> STEP: 17 | > loss_disc: 2.7252752780914307 (2.471066993825576) | > loss_disc_real_0: 0.2406543791294098 (0.1407311580636922) | > loss_disc_real_1: 0.2281045764684677 (0.18554296213037827) | > loss_disc_real_2: 0.3458811044692993 (0.25479164631927714) | > loss_disc_real_3: 0.3164595365524292 (0.26643113791942596) | > loss_disc_real_4: 0.3028446137905121 (0.25218407108503227) | > loss_disc_real_5: 0.32211267948150635 (0.23519011367769802) | > loss_0: 2.7252752780914307 (2.471066993825576) | > loss_gen: 2.554178237915039 (2.3413779735565186) | > loss_kl: 2.682199239730835 (3.338322274825152) | > loss_feat: 4.782154083251953 (6.349041966830983) | > loss_mel: 16.10417938232422 (17.000217606039612) | > loss_duration: 2.427027940750122 (2.36901751686545) | > loss_1: 28.549739837646484 (31.397977380191577)  --> STEP: 18 | > loss_disc: 2.3611080646514893 (2.4649581644270153) | > loss_disc_real_0: 0.1911660134792328 (0.14353309447566667) | > loss_disc_real_1: 0.11344339698553085 (0.1815374307334423) | > loss_disc_real_2: 0.1907878965139389 (0.2512358824412028) | > loss_disc_real_3: 0.25578033924102783 (0.2658394268817372) | > loss_disc_real_4: 0.20046910643577576 (0.24931101749340692) | > loss_disc_real_5: 0.2425704151391983 (0.23560013042555916) | > loss_0: 2.3611080646514893 (2.4649581644270153) | > loss_gen: 2.4538395404815674 (2.347625838385688) | > loss_kl: 3.340043544769287 (3.33841790093316) | > loss_feat: 9.305281639099121 (6.513277504179213) | > loss_mel: 16.28160285949707 (16.960294564565025) | > loss_duration: 2.2742905616760254 (2.363754908243815) | > loss_1: 33.655059814453125 (31.523370848761665)  --> STEP: 19 | > loss_disc: 2.3062522411346436 (2.4566052210958382) | > loss_disc_real_0: 0.12816770374774933 (0.14272438970051313) | > loss_disc_real_1: 0.15917351841926575 (0.1803603827169067) | > loss_disc_real_2: 0.21751107275485992 (0.24946089245771108) | > loss_disc_real_3: 0.19643333554267883 (0.26218647470599726) | > loss_disc_real_4: 0.19533076882362366 (0.24646995177394465) | > loss_disc_real_5: 0.2066248208284378 (0.23407511413097382) | > loss_0: 2.3062522411346436 (2.4566052210958382) | > loss_gen: 2.2288622856140137 (2.3413751250819157) | > loss_kl: 2.598726749420166 (3.2994867876956335) | > loss_feat: 8.509807586669922 (6.618358034836619) | > loss_mel: 15.97512149810791 (16.908443350540967) | > loss_duration: 2.4010415077209473 (2.3657173608478748) | > loss_1: 31.713560104370117 (31.53338080958316)  --> STEP: 20 | > loss_disc: 2.6699414253234863 (2.4672720313072203) | > loss_disc_real_0: 0.15766754746437073 (0.143471547588706) | > loss_disc_real_1: 0.218905508518219 (0.1822876390069723) | > loss_disc_real_2: 0.2043788880109787 (0.24720679223537445) | > loss_disc_real_3: 0.22611583769321442 (0.2603829428553581) | > loss_disc_real_4: 0.23377755284309387 (0.2458353318274021) | > loss_disc_real_5: 0.24261854588985443 (0.23450228571891785) | > loss_0: 2.6699414253234863 (2.4672720313072203) | > loss_gen: 1.9640578031539917 (2.3225092589855194) | > loss_kl: 2.461256742477417 (3.257575285434723) | > loss_feat: 4.671142101287842 (6.52099723815918) | > loss_mel: 16.51299476623535 (16.888670921325687) | > loss_duration: 2.3358917236328125 (2.3642260789871217) | > loss_1: 27.945343017578125 (31.35397891998291)  --> STEP: 21 | > loss_disc: 2.376882553100586 (2.4629677704402377) | > loss_disc_real_0: 0.07001616805791855 (0.13997367237295424) | > loss_disc_real_1: 0.13911695778369904 (0.18023189228205455) | > loss_disc_real_2: 0.22420121729373932 (0.24611128866672516) | > loss_disc_real_3: 0.2717907428741455 (0.2609261714276813) | > loss_disc_real_4: 0.2629476487636566 (0.24665020406246185) | > loss_disc_real_5: 0.23330095410346985 (0.23444507945151555) | > loss_0: 2.376882553100586 (2.4629677704402377) | > loss_gen: 2.2903239727020264 (2.3209766263053533) | > loss_kl: 3.087660789489746 (3.2494841189611527) | > loss_feat: 5.7642693519592285 (6.484962576911563) | > loss_mel: 15.593620300292969 (16.82700184413365) | > loss_duration: 2.156317710876465 (2.354325680505662) | > loss_1: 28.892192840576172 (31.236751011439733)  --> STEP: 22 | > loss_disc: 2.459073066711426 (2.4627907384525645) | > loss_disc_real_0: 0.095273956656456 (0.13794186711311343) | > loss_disc_real_1: 0.1863487958908081 (0.18050993335517973) | > loss_disc_real_2: 0.22613869607448578 (0.2452034435488961) | > loss_disc_real_3: 0.2124727964401245 (0.2587237452918833) | > loss_disc_real_4: 0.20381344854831696 (0.2447030788118189) | > loss_disc_real_5: 0.24109026789665222 (0.23474713347174905) | > loss_0: 2.459073066711426 (2.4627907384525645) | > loss_gen: 2.173562526702881 (2.3142759854143318) | > loss_kl: 2.7084670066833496 (3.224892432039434) | > loss_feat: 8.408600807189941 (6.572400678287853) | > loss_mel: 18.241437911987305 (16.891294392672453) | > loss_duration: 2.1812217235565186 (2.3464573188261553) | > loss_1: 33.71329116821289 (31.349321018565785)  --> STEP: 23 | > loss_disc: 2.627497434616089 (2.4699518991553266) | > loss_disc_real_0: 0.19736815989017487 (0.14052561897298566) | > loss_disc_real_1: 0.1165318414568901 (0.1777282771856889) | > loss_disc_real_2: 0.4077461361885071 (0.25227051714192267) | > loss_disc_real_3: 0.30003589391708374 (0.260519925666892) | > loss_disc_real_4: 0.23225663602352142 (0.24416192912537119) | > loss_disc_real_5: 0.2328169345855713 (0.23466321178104566) | > loss_0: 2.627497434616089 (2.4699518991553266) | > loss_gen: 2.4732937812805176 (2.321189802625905) | > loss_kl: 2.5560779571533203 (3.1958135418269946) | > loss_feat: 6.422761917114258 (6.565894645193349) | > loss_mel: 14.256448745727539 (16.776735886283543) | > loss_duration: 2.2844972610473633 (2.3437634032705557) | > loss_1: 27.993080139160156 (31.203397502069887)  --> STEP: 24 | > loss_disc: 2.5128283500671387 (2.471738417943319) | > loss_disc_real_0: 0.2179996371269226 (0.14375370306273302) | > loss_disc_real_1: 0.1777794510126114 (0.17773040942847732) | > loss_disc_real_2: 0.30279436707496643 (0.2543756775557995) | > loss_disc_real_3: 0.2553146481513977 (0.2603030391037464) | > loss_disc_real_4: 0.2595597207546234 (0.24480350377659002) | > loss_disc_real_5: 0.24150273203849792 (0.23494819179177284) | > loss_0: 2.5128283500671387 (2.471738417943319) | > loss_gen: 2.470689296722412 (2.3274189482132592) | > loss_kl: 2.3501293659210205 (3.1605767011642456) | > loss_feat: 4.758072376251221 (6.49056871732076) | > loss_mel: 16.625389099121094 (16.770429770151775) | > loss_duration: 2.4466443061828613 (2.3480501075585685) | > loss_1: 28.650924682617188 (31.097044467926025)  --> STEP: 25 | > loss_disc: 2.6072487831115723 (2.4771588325500487) | > loss_disc_real_0: 0.16723455488681793 (0.14469293713569642) | > loss_disc_real_1: 0.1336892545223236 (0.17596876323223118) | > loss_disc_real_2: 0.2553463578224182 (0.2544145047664642) | > loss_disc_real_3: 0.27862706780433655 (0.26103600025177004) | > loss_disc_real_4: 0.2574790418148041 (0.2453105252981186) | > loss_disc_real_5: 0.299447625875473 (0.23752816915512084) | > loss_0: 2.6072487831115723 (2.4771588325500487) | > loss_gen: 2.2612764835357666 (2.3247732496261597) | > loss_kl: 3.044849157333374 (3.155947599411011) | > loss_feat: 6.472145080566406 (6.489831771850586) | > loss_mel: 16.442398071289062 (16.757308502197265) | > loss_duration: 2.4090585708618164 (2.3504904460906983) | > loss_1: 30.62972640991211 (31.07835174560547)  --> STEP: 26 | > loss_disc: 2.8381187915802 (2.4910419078973622) | > loss_disc_real_0: 0.1756553202867508 (0.14588379802612159) | > loss_disc_real_1: 0.2847488224506378 (0.18015261166370836) | > loss_disc_real_2: 0.25240805745124817 (0.25433733371587897) | > loss_disc_real_3: 0.3072222173213959 (0.26281239321598643) | > loss_disc_real_4: 0.2068297564983368 (0.2438304957288962) | > loss_disc_real_5: 0.35768070816993713 (0.2421494206556907) | > loss_0: 2.8381187915802 (2.4910419078973622) | > loss_gen: 2.2780344486236572 (2.322975603433756) | > loss_kl: 2.785627603530884 (3.1417045226463904) | > loss_feat: 8.010064125061035 (6.548302246974065) | > loss_mel: 16.670635223388672 (16.75397491455078) | > loss_duration: 2.3284988403320312 (2.3496446150999803) | > loss_1: 32.07286071777344 (31.11660209068885) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025252929100623503 (+0.0001432895660400395) | > avg_loss_disc: 2.4910419078973622 (+0.01527776167942907) | > avg_loss_disc_real_0: 0.14588379802612159 (+0.028380178344937473) | > avg_loss_disc_real_1: 0.18015261166370836 (-0.024594982656148734) | > avg_loss_disc_real_2: 0.25433733371587897 (+0.02446618905434239) | > avg_loss_disc_real_3: 0.26281239321598643 (+0.02356381083910286) | > avg_loss_disc_real_4: 0.2438304957288962 (+0.013978473269022407) | > avg_loss_disc_real_5: 0.2421494206556907 (+0.04983793370998821) | > avg_loss_0: 2.4910419078973622 (+0.01527776167942907) | > avg_loss_gen: 2.322975603433756 (+0.15766662817735) | > avg_loss_kl: 3.1417045226463904 (+0.13744026880997895) | > avg_loss_feat: 6.548302246974065 (-0.1790357736440802) | > avg_loss_mel: 16.75397491455078 (-0.6622536365802532) | > avg_loss_duration: 2.3496446150999803 (-0.004879905627324099) | > avg_loss_1: 31.11660209068885 (-0.5510623638446575)  > EPOCH: 831/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:01:47)   --> TIME: 2024-06-12 04:01:55 -- STEP: 19/330 -- GLOBAL_STEP: 362250 | > loss_disc: 2.2741332054138184 (2.3124779776522986) | > loss_disc_real_0: 0.06573071330785751 (0.0962383127526233) | > loss_disc_real_1: 0.17318804562091827 (0.19652707325784782) | > loss_disc_real_2: 0.15902671217918396 (0.2029055804014206) | > loss_disc_real_3: 0.218693345785141 (0.2305062507328234) | > loss_disc_real_4: 0.22830994427204132 (0.22703962106453746) | > loss_disc_real_5: 0.2109714150428772 (0.21945762477423014) | > loss_0: 2.2741332054138184 (2.3124779776522986) | > grad_norm_0: tensor(9.9456, device='cuda:0') (tensor(9.4129, device='cuda:0')) | > loss_gen: 2.401524782180786 (2.4844203999167993) | > loss_kl: 2.093812942504883 (1.925376998750787) | > loss_feat: 7.63092565536499 (6.891461573149028) | > loss_mel: 17.856719970703125 (17.314409055207904) | > loss_duration: 1.9515060186386108 (2.042897387554771) | > loss_1: 31.934490203857422 (30.658565822400544) | > grad_norm_1: tensor(76.8364, device='cuda:0') (tensor(98.3246, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3602 (0.3615247575860274) | > loader_time: 0.0031 (0.00302492944817794)  --> TIME: 2024-06-12 04:02:05 -- STEP: 44/330 -- GLOBAL_STEP: 362275 | > loss_disc: 2.320148468017578 (2.3290015025572344) | > loss_disc_real_0: 0.10872654616832733 (0.10481372678821738) | > loss_disc_real_1: 0.20686516165733337 (0.19564492932774805) | > loss_disc_real_2: 0.18518207967281342 (0.20676351406357504) | > loss_disc_real_3: 0.2487393021583557 (0.22723990780386058) | > loss_disc_real_4: 0.2123369723558426 (0.22819521041079002) | > loss_disc_real_5: 0.20202696323394775 (0.22125930068167773) | > loss_0: 2.320148468017578 (2.3290015025572344) | > grad_norm_0: tensor(6.6071, device='cuda:0') (tensor(8.4149, device='cuda:0')) | > loss_gen: 2.4702188968658447 (2.490856029770591) | > loss_kl: 2.27620005607605 (1.9712802252986215) | > loss_feat: 7.328572750091553 (6.945096080953425) | > loss_mel: 17.40253448486328 (17.26080547679555) | > loss_duration: 1.9242292642593384 (1.995507782155817) | > loss_1: 31.40175437927246 (30.66354582526467) | > grad_norm_1: tensor(102.0872, device='cuda:0') (tensor(94.4585, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3605 (0.36299117044969037) | > loader_time: 0.0035 (0.003254830837249756)  --> TIME: 2024-06-12 04:02:14 -- STEP: 69/330 -- GLOBAL_STEP: 362300 | > loss_disc: 2.395264148712158 (2.331133852834287) | > loss_disc_real_0: 0.1175316572189331 (0.10448974370956421) | > loss_disc_real_1: 0.19993039965629578 (0.19488160592922266) | > loss_disc_real_2: 0.2026381492614746 (0.20707077047099237) | > loss_disc_real_3: 0.2171248495578766 (0.22669114863526993) | > loss_disc_real_4: 0.21858085691928864 (0.22923558864040652) | > loss_disc_real_5: 0.21927425265312195 (0.22190095808195032) | > loss_0: 2.395264148712158 (2.331133852834287) | > grad_norm_0: tensor(15.1526, device='cuda:0') (tensor(8.7132, device='cuda:0')) | > loss_gen: 2.4771087169647217 (2.4856067291204478) | > loss_kl: 2.0074009895324707 (1.9666079749231753) | > loss_feat: 6.961391448974609 (6.982663935509281) | > loss_mel: 16.709461212158203 (17.264961519103124) | > loss_duration: 1.9179205894470215 (1.9820308754409568) | > loss_1: 30.07328224182129 (30.68187113775723) | > grad_norm_1: tensor(88.6875, device='cuda:0') (tensor(94.7201, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3474 (0.3636445584504501) | > loader_time: 0.0037 (0.003392143525939057)  --> TIME: 2024-06-12 04:02:23 -- STEP: 94/330 -- GLOBAL_STEP: 362325 | > loss_disc: 2.337521553039551 (2.3369212150573726) | > loss_disc_real_0: 0.10248453915119171 (0.10557398612194872) | > loss_disc_real_1: 0.20869708061218262 (0.19608750019935853) | > loss_disc_real_2: 0.19494780898094177 (0.208909569427054) | > loss_disc_real_3: 0.23024623095989227 (0.22800194186733125) | > loss_disc_real_4: 0.2253674864768982 (0.22950994603811425) | > loss_disc_real_5: 0.20917701721191406 (0.22098914787490317) | > loss_0: 2.337521553039551 (2.3369212150573726) | > grad_norm_0: tensor(7.1193, device='cuda:0') (tensor(8.5854, device='cuda:0')) | > loss_gen: 2.4505233764648438 (2.480568586511814) | > loss_kl: 2.0283701419830322 (1.9824296794039138) | > loss_feat: 7.2642502784729 (6.968848629200712) | > loss_mel: 17.00055503845215 (17.217860972627683) | > loss_duration: 2.00681471824646 (1.9809707035409643) | > loss_1: 30.750513076782227 (30.630678602989683) | > grad_norm_1: tensor(112.4235, device='cuda:0') (tensor(93.5678, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.371 (0.3636690200643338) | > loader_time: 0.0039 (0.0035099323759687708)  --> TIME: 2024-06-12 04:02:33 -- STEP: 119/330 -- GLOBAL_STEP: 362350 | > loss_disc: 2.4685583114624023 (2.3416596821376254) | > loss_disc_real_0: 0.13321632146835327 (0.10675245510930774) | > loss_disc_real_1: 0.1955585926771164 (0.19537560053232336) | > loss_disc_real_2: 0.20272423326969147 (0.20926020939310058) | > loss_disc_real_3: 0.24550870060920715 (0.22819260113379536) | > loss_disc_real_4: 0.23288612067699432 (0.2302546235693603) | > loss_disc_real_5: 0.25804218649864197 (0.2216859572574872) | > loss_0: 2.4685583114624023 (2.3416596821376254) | > grad_norm_0: tensor(5.6135, device='cuda:0') (tensor(9.5842, device='cuda:0')) | > loss_gen: 2.629462242126465 (2.4777809812241234) | > loss_kl: 2.000739574432373 (1.9938285000184004) | > loss_feat: 6.848571300506592 (6.950127345173299) | > loss_mel: 17.458261489868164 (17.197516465387427) | > loss_duration: 1.9929983615875244 (1.9835307658219539) | > loss_1: 30.93003273010254 (30.602783988503848) | > grad_norm_1: tensor(91.4685, device='cuda:0') (tensor(105.9410, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3748 (0.3651448818815858) | > loader_time: 0.0039 (0.0036086955992113644)  --> TIME: 2024-06-12 04:02:42 -- STEP: 144/330 -- GLOBAL_STEP: 362375 | > loss_disc: 2.4087672233581543 (2.358629941940307) | > loss_disc_real_0: 0.0834464281797409 (0.11048839981150296) | > loss_disc_real_1: 0.1906864047050476 (0.19599434598866436) | > loss_disc_real_2: 0.19531437754631042 (0.21018897079759175) | > loss_disc_real_3: 0.21284650266170502 (0.22920114609102407) | > loss_disc_real_4: 0.21955354511737823 (0.23079716000292036) | > loss_disc_real_5: 0.2198897898197174 (0.22292992669261164) | > loss_0: 2.4087672233581543 (2.358629941940307) | > grad_norm_0: tensor(9.0282, device='cuda:0') (tensor(9.9215, device='cuda:0')) | > loss_gen: 2.382969617843628 (2.463353099094496) | > loss_kl: 2.1198363304138184 (2.0000843513343067) | > loss_feat: 6.547491550445557 (6.899694359964794) | > loss_mel: 16.73249626159668 (17.197652644581265) | > loss_duration: 2.0023000240325928 (1.9895874824788835) | > loss_1: 29.785093307495117 (30.550371872054207) | > grad_norm_1: tensor(134.0269, device='cuda:0') (tensor(108.4125, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3811 (0.3664126760429808) | > loader_time: 0.004 (0.003698246346579658)  --> TIME: 2024-06-12 04:02:52 -- STEP: 169/330 -- GLOBAL_STEP: 362400 | > loss_disc: 2.4106287956237793 (2.362961842463566) | > loss_disc_real_0: 0.14192578196525574 (0.11230757047791452) | > loss_disc_real_1: 0.18168601393699646 (0.19623621963184967) | > loss_disc_real_2: 0.22984126210212708 (0.21098469347643428) | > loss_disc_real_3: 0.2199035882949829 (0.2292024600787981) | > loss_disc_real_4: 0.22935540974140167 (0.2315514608776781) | > loss_disc_real_5: 0.2407199740409851 (0.223689233586633) | > loss_0: 2.4106287956237793 (2.362961842463566) | > grad_norm_0: tensor(7.9067, device='cuda:0') (tensor(10.0287, device='cuda:0')) | > loss_gen: 2.3939709663391113 (2.459823852460059) | > loss_kl: 1.9790226221084595 (2.002659672110744) | > loss_feat: 6.7971367835998535 (6.896075793271939) | > loss_mel: 16.383907318115234 (17.18605527934238) | > loss_duration: 2.0686182975769043 (1.99558928873412) | > loss_1: 29.622655868530273 (30.54020389579457) | > grad_norm_1: tensor(52.9449, device='cuda:0') (tensor(108.6857, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3784 (0.3689408076585397) | > loader_time: 0.0044 (0.0037887025866988142)  --> TIME: 2024-06-12 04:03:02 -- STEP: 194/330 -- GLOBAL_STEP: 362425 | > loss_disc: 2.320636034011841 (2.36399042852146) | > loss_disc_real_0: 0.10589686036109924 (0.11398157942080006) | > loss_disc_real_1: 0.17795279622077942 (0.19589078288102887) | > loss_disc_real_2: 0.2409689575433731 (0.2106804797022613) | > loss_disc_real_3: 0.24385984241962433 (0.22967969518654124) | > loss_disc_real_4: 0.24340981245040894 (0.23157488017045347) | > loss_disc_real_5: 0.21625974774360657 (0.22401844948222957) | > loss_0: 2.320636034011841 (2.36399042852146) | > grad_norm_0: tensor(9.9636, device='cuda:0') (tensor(10.2468, device='cuda:0')) | > loss_gen: 2.5643670558929443 (2.458881561289128) | > loss_kl: 2.2507174015045166 (2.0065850381998684) | > loss_feat: 7.025923728942871 (6.885030171305863) | > loss_mel: 16.81014060974121 (17.148232573086457) | > loss_duration: 2.036255359649658 (2.0038668255216057) | > loss_1: 30.687402725219727 (30.502596196440077) | > grad_norm_1: tensor(79.7659, device='cuda:0') (tensor(113.3416, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3893 (0.37169430919529234) | > loader_time: 0.0045 (0.003910557510926551)  --> TIME: 2024-06-12 04:03:12 -- STEP: 219/330 -- GLOBAL_STEP: 362450 | > loss_disc: 2.363429546356201 (2.366269075707213) | > loss_disc_real_0: 0.17422974109649658 (0.11532461214555453) | > loss_disc_real_1: 0.19680503010749817 (0.19600864237846305) | > loss_disc_real_2: 0.1691337525844574 (0.21056944050200999) | > loss_disc_real_3: 0.2084796130657196 (0.22969898064386898) | > loss_disc_real_4: 0.22415751218795776 (0.2312157428972253) | > loss_disc_real_5: 0.2247226983308792 (0.22354451441057197) | > loss_0: 2.363429546356201 (2.366269075707213) | > grad_norm_0: tensor(29.8660, device='cuda:0') (tensor(12.2601, device='cuda:0')) | > loss_gen: 2.616441249847412 (2.4569545129662784) | > loss_kl: 2.1001737117767334 (2.0127741250817643) | > loss_feat: 7.342715263366699 (6.884383227727184) | > loss_mel: 17.371469497680664 (17.1099211505559) | > loss_duration: 2.08638858795166 (2.0121329130103045) | > loss_1: 31.517189025878906 (30.476165963090175) | > grad_norm_1: tensor(182.5602, device='cuda:0') (tensor(141.9443, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.3966 (0.37468565435714374) | > loader_time: 0.0052 (0.004050435540882964)  --> TIME: 2024-06-12 04:03:23 -- STEP: 244/330 -- GLOBAL_STEP: 362475 | > loss_disc: 2.534860610961914 (2.367505897264011) | > loss_disc_real_0: 0.09851745516061783 (0.11654993433688508) | > loss_disc_real_1: 0.25308337807655334 (0.1960957036888013) | > loss_disc_real_2: 0.21711735427379608 (0.2110800386452284) | > loss_disc_real_3: 0.22639383375644684 (0.22953706711042124) | > loss_disc_real_4: 0.27434852719306946 (0.23108718898452696) | > loss_disc_real_5: 0.22401563823223114 (0.2218799396860795) | > loss_0: 2.534860610961914 (2.367505897264011) | > grad_norm_0: tensor(37.6742, device='cuda:0') (tensor(14.1488, device='cuda:0')) | > loss_gen: 2.627537488937378 (2.469543609462801) | > loss_kl: 2.0177597999572754 (2.0179379870657064) | > loss_feat: 5.7531585693359375 (6.9111443875265905) | > loss_mel: 15.731453895568848 (17.07180667705224) | > loss_duration: 2.0353281497955322 (2.021446550967263) | > loss_1: 28.165237426757812 (30.491879236502726) | > grad_norm_1: tensor(452.5183, device='cuda:0') (tensor(165.4635, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.45 (0.37965265746976506) | > loader_time: 0.0057 (0.004216474587800072)  --> TIME: 2024-06-12 04:03:34 -- STEP: 269/330 -- GLOBAL_STEP: 362500 | > loss_disc: 2.3581607341766357 (2.372757333805126) | > loss_disc_real_0: 0.14556550979614258 (0.11808230312451111) | > loss_disc_real_1: 0.2194688469171524 (0.19666097703697957) | > loss_disc_real_2: 0.18077480792999268 (0.21141921133356908) | > loss_disc_real_3: 0.22376863658428192 (0.2297732861068612) | > loss_disc_real_4: 0.20413437485694885 (0.23191408718828818) | > loss_disc_real_5: 0.20934173464775085 (0.2228803079589149) | > loss_0: 2.3581607341766357 (2.372757333805126) | > grad_norm_0: tensor(33.1880, device='cuda:0') (tensor(15.1066, device='cuda:0')) | > loss_gen: 2.409254789352417 (2.466585015718822) | > loss_kl: 1.9773550033569336 (2.0215788654235216) | > loss_feat: 6.923655986785889 (6.9039136698698025) | > loss_mel: 16.182538986206055 (17.051594103136033) | > loss_duration: 2.1217200756073 (2.029960740897735) | > loss_1: 29.61452293395996 (30.473632372888048) | > grad_norm_1: tensor(287.4994, device='cuda:0') (tensor(178.1430, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.4468 (0.3853838895776458) | > loader_time: 0.0069 (0.004394792712754032) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_362500.pth  --> TIME: 2024-06-12 04:03:51 -- STEP: 294/330 -- GLOBAL_STEP: 362525 | > loss_disc: 2.4449124336242676 (2.3749050915646714) | > loss_disc_real_0: 0.155509814620018 (0.11897593544048517) | > loss_disc_real_1: 0.19574089348316193 (0.19707748592913552) | > loss_disc_real_2: 0.23951812088489532 (0.21196092842590236) | > loss_disc_real_3: 0.2364235669374466 (0.2299509500565172) | > loss_disc_real_4: 0.2699058949947357 (0.23224396091334673) | > loss_disc_real_5: 0.2551712095737457 (0.22279213784503288) | > loss_0: 2.4449124336242676 (2.3749050915646714) | > grad_norm_0: tensor(22.3209, device='cuda:0') (tensor(15.8019, device='cuda:0')) | > loss_gen: 2.451777458190918 (2.4641482311041174) | > loss_kl: 2.1522128582000732 (2.026716739142023) | > loss_feat: 7.675176620483398 (6.906529360077007) | > loss_mel: 16.91106605529785 (16.99720095939377) | > loss_duration: 2.178542137145996 (2.0404197184406985) | > loss_1: 31.368778228759766 (30.435015023160144) | > grad_norm_1: tensor(353.0630, device='cuda:0') (tensor(192.7577, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.4635 (0.3918590253713179) | > loader_time: 0.0077 (0.004565410873516888)  --> TIME: 2024-06-12 04:04:04 -- STEP: 319/330 -- GLOBAL_STEP: 362550 | > loss_disc: 2.5300705432891846 (2.379586973160412) | > loss_disc_real_0: 0.12766993045806885 (0.12001535562699117) | > loss_disc_real_1: 0.17790664732456207 (0.19747709849598252) | > loss_disc_real_2: 0.22687500715255737 (0.21211869211219322) | > loss_disc_real_3: 0.23904000222682953 (0.2301777331713225) | > loss_disc_real_4: 0.22104303538799286 (0.23249523691996513) | > loss_disc_real_5: 0.19552552700042725 (0.22309857448066664) | > loss_0: 2.5300705432891846 (2.379586973160412) | > grad_norm_0: tensor(19.8197, device='cuda:0') (tensor(16.3641, device='cuda:0')) | > loss_gen: 2.2351183891296387 (2.458007206363737) | > loss_kl: 2.0876986980438232 (2.0311262618785366) | > loss_feat: 6.326094627380371 (6.906548005286429) | > loss_mel: 14.732766151428223 (16.93970395031394) | > loss_duration: 2.235200881958008 (2.054558463604847) | > loss_1: 27.616880416870117 (30.389943915101053) | > grad_norm_1: tensor(155.0570, device='cuda:0') (tensor(199.6485, device='cuda:0')) | > current_lr_0: 0.00018026642110015214 | > current_lr_1: 0.00018026642110015214 | > step_time: 0.5357 (0.40089940651083433) | > loader_time: 0.0088 (0.004791298630095576)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4979453086853027 (2.4979453086853027) | > loss_disc_real_0: 0.1830216348171234 (0.1830216348171234) | > loss_disc_real_1: 0.1437094509601593 (0.1437094509601593) | > loss_disc_real_2: 0.2004837840795517 (0.2004837840795517) | > loss_disc_real_3: 0.27355143427848816 (0.27355143427848816) | > loss_disc_real_4: 0.3068448007106781 (0.3068448007106781) | > loss_disc_real_5: 0.25780370831489563 (0.25780370831489563) | > loss_0: 2.4979453086853027 (2.4979453086853027) | > loss_gen: 2.339423179626465 (2.339423179626465) | > loss_kl: 2.058448553085327 (2.058448553085327) | > loss_feat: 5.042906761169434 (5.042906761169434) | > loss_mel: 14.995006561279297 (14.995006561279297) | > loss_duration: 2.9852962493896484 (2.9852962493896484) | > loss_1: 27.421083450317383 (27.421083450317383)  --> STEP: 1 | > loss_disc: 2.5062897205352783 (2.5062897205352783) | > loss_disc_real_0: 0.16881589591503143 (0.16881589591503143) | > loss_disc_real_1: 0.16739632189273834 (0.16739632189273834) | > loss_disc_real_2: 0.23458528518676758 (0.23458528518676758) | > loss_disc_real_3: 0.2645508348941803 (0.2645508348941803) | > loss_disc_real_4: 0.29069212079048157 (0.29069212079048157) | > loss_disc_real_5: 0.2621913254261017 (0.2621913254261017) | > loss_0: 2.5062897205352783 (2.5062897205352783) | > loss_gen: 2.4998743534088135 (2.4998743534088135) | > loss_kl: 2.547090530395508 (2.547090530395508) | > loss_feat: 5.907005786895752 (5.907005786895752) | > loss_mel: 16.633054733276367 (16.633054733276367) | > loss_duration: 2.5407683849334717 (2.5407683849334717) | > loss_1: 30.127792358398438 (30.127792358398438)  --> STEP: 2 | > loss_disc: 2.2899656295776367 (2.3981276750564575) | > loss_disc_real_0: 0.17435094714164734 (0.17158342152833939) | > loss_disc_real_1: 0.20163142681121826 (0.1845138743519783) | > loss_disc_real_2: 0.11991383135318756 (0.17724955826997757) | > loss_disc_real_3: 0.20387935638427734 (0.23421509563922882) | > loss_disc_real_4: 0.21234898269176483 (0.2515205517411232) | > loss_disc_real_5: 0.18361006677150726 (0.22290069609880447) | > loss_0: 2.2899656295776367 (2.3981276750564575) | > loss_gen: 2.4290931224823 (2.4644837379455566) | > loss_kl: 3.702735424041748 (3.124912977218628) | > loss_feat: 7.074101448059082 (6.490553617477417) | > loss_mel: 17.289379119873047 (16.961216926574707) | > loss_duration: 2.4842958450317383 (2.512532114982605) | > loss_1: 32.9796028137207 (31.55369758605957)  --> STEP: 3 | > loss_disc: 2.2199344635009766 (2.3387299378712973) | > loss_disc_real_0: 0.24539972841739655 (0.19618885715802512) | > loss_disc_real_1: 0.16867832839488983 (0.17923535903294882) | > loss_disc_real_2: 0.20097194612026215 (0.1851570208867391) | > loss_disc_real_3: 0.24330037832260132 (0.237243523200353) | > loss_disc_real_4: 0.24611446261405945 (0.24971852203210196) | > loss_disc_real_5: 0.23415952920913696 (0.2266536404689153) | > loss_0: 2.2199344635009766 (2.3387299378712973) | > loss_gen: 2.7623653411865234 (2.5637776056925454) | > loss_kl: 3.751234531402588 (3.3336868286132812) | > loss_feat: 6.4721269607543945 (6.484411398569743) | > loss_mel: 15.783098220825195 (16.56851069132487) | > loss_duration: 2.390385150909424 (2.4718164602915444) | > loss_1: 31.159210205078125 (31.42220179239909)  --> STEP: 4 | > loss_disc: 2.573509931564331 (2.3974249362945557) | > loss_disc_real_0: 0.22267432510852814 (0.20281022414565086) | > loss_disc_real_1: 0.19899459183216095 (0.18417516723275185) | > loss_disc_real_2: 0.22216586768627167 (0.19440923258662224) | > loss_disc_real_3: 0.22135530412197113 (0.23327146843075752) | > loss_disc_real_4: 0.27442046999931335 (0.2558940090239048) | > loss_disc_real_5: 0.22820530831813812 (0.227041557431221) | > loss_0: 2.573509931564331 (2.3974249362945557) | > loss_gen: 2.2665140628814697 (2.4894617199897766) | > loss_kl: 4.159617900848389 (3.540169596672058) | > loss_feat: 5.043110370635986 (6.124086141586304) | > loss_mel: 14.413481712341309 (16.02975344657898) | > loss_duration: 2.44667387008667 (2.465530812740326) | > loss_1: 28.32939910888672 (30.649001121520996)  --> STEP: 5 | > loss_disc: 2.6479287147521973 (2.447525691986084) | > loss_disc_real_0: 0.36345916986465454 (0.2349400132894516) | > loss_disc_real_1: 0.24674934148788452 (0.19669000208377838) | > loss_disc_real_2: 0.19687896966934204 (0.1949031800031662) | > loss_disc_real_3: 0.22605744004249573 (0.23182866275310515) | > loss_disc_real_4: 0.2959904670715332 (0.2639133006334305) | > loss_disc_real_5: 0.23016104102134705 (0.22766545414924622) | > loss_0: 2.6479287147521973 (2.447525691986084) | > loss_gen: 2.5383262634277344 (2.4992346286773683) | > loss_kl: 2.645209312438965 (3.3611775398254395) | > loss_feat: 4.416560649871826 (5.782581043243408) | > loss_mel: 15.735109329223633 (15.97082462310791) | > loss_duration: 2.2860350608825684 (2.4296316623687746) | > loss_1: 27.621240615844727 (30.043449020385744)  --> STEP: 6 | > loss_disc: 2.5201287269592285 (2.4596261978149414) | > loss_disc_real_0: 0.1289777159690857 (0.21727963040272394) | > loss_disc_real_1: 0.19220611453056335 (0.19594268749157587) | > loss_disc_real_2: 0.21679161489009857 (0.1985512524843216) | > loss_disc_real_3: 0.2504849135875702 (0.23493803789218268) | > loss_disc_real_4: 0.2914010286331177 (0.26849458863337833) | > loss_disc_real_5: 0.3064800202846527 (0.24080121517181396) | > loss_0: 2.5201287269592285 (2.4596261978149414) | > loss_gen: 2.474827527999878 (2.495166778564453) | > loss_kl: 3.3643739223480225 (3.36171027024587) | > loss_feat: 6.037674427032471 (5.825096607208252) | > loss_mel: 18.548036575317383 (16.400359948476154) | > loss_duration: 2.184715747833252 (2.3888123432795205) | > loss_1: 32.60962677001953 (30.471145311991375)  --> STEP: 7 | > loss_disc: 2.1024515628814697 (2.4086012499673024) | > loss_disc_real_0: 0.15730324387550354 (0.2087115751845496) | > loss_disc_real_1: 0.16812622547149658 (0.19196890720299312) | > loss_disc_real_2: 0.1521744430065155 (0.19192599398749216) | > loss_disc_real_3: 0.21479220688343048 (0.2320600620337895) | > loss_disc_real_4: 0.20880182087421417 (0.2599670503820692) | > loss_disc_real_5: 0.21137768030166626 (0.23659785304750716) | > loss_0: 2.1024515628814697 (2.4086012499673024) | > loss_gen: 2.787522077560425 (2.5369318212781633) | > loss_kl: 4.298179626464844 (3.4954916068485806) | > loss_feat: 6.874506950378418 (5.975012370518276) | > loss_mel: 18.291709899902344 (16.670552798679896) | > loss_duration: 2.548055648803711 (2.4115613869258334) | > loss_1: 34.79997253417969 (31.089549200875418)  --> STEP: 8 | > loss_disc: 2.351043462753296 (2.4014065265655518) | > loss_disc_real_0: 0.2604685425758362 (0.21518119610846043) | > loss_disc_real_1: 0.19040726125240326 (0.1917737014591694) | > loss_disc_real_2: 0.16013628244400024 (0.18795228004455566) | > loss_disc_real_3: 0.22573119401931763 (0.23126895353198051) | > loss_disc_real_4: 0.24155446887016296 (0.2576654776930809) | > loss_disc_real_5: 0.28708410263061523 (0.24290863424539566) | > loss_0: 2.351043462753296 (2.4014065265655518) | > loss_gen: 2.5857465267181396 (2.5430336594581604) | > loss_kl: 3.6090760231018066 (3.5096896588802338) | > loss_feat: 10.00135326385498 (6.478304982185364) | > loss_mel: 18.56488609313965 (16.907344460487366) | > loss_duration: 2.2786874771118164 (2.3949521481990814) | > loss_1: 37.03974914550781 (31.833324193954468)  --> STEP: 9 | > loss_disc: 2.223586320877075 (2.381648725933499) | > loss_disc_real_0: 0.2626712918281555 (0.22045787341064876) | > loss_disc_real_1: 0.14798058569431305 (0.1869077997075187) | > loss_disc_real_2: 0.19330769777297974 (0.188547326458825) | > loss_disc_real_3: 0.2635555863380432 (0.2348563571770986) | > loss_disc_real_4: 0.2485629916191101 (0.2566540903515286) | > loss_disc_real_5: 0.19899967312812805 (0.2380298607879215) | > loss_0: 2.223586320877075 (2.381648725933499) | > loss_gen: 2.9273438453674316 (2.5857347912258573) | > loss_kl: 2.490168571472168 (3.3964095380571155) | > loss_feat: 10.12509822845459 (6.883504231770833) | > loss_mel: 18.63239097595215 (17.09901629553901) | > loss_duration: 2.2051525115966797 (2.3738632996877036) | > loss_1: 36.380157470703125 (32.33852789137099)  --> STEP: 10 | > loss_disc: 2.6726207733154297 (2.410745930671692) | > loss_disc_real_0: 0.20653359591960907 (0.2190654456615448) | > loss_disc_real_1: 0.2626754939556122 (0.19448456913232803) | > loss_disc_real_2: 0.2628326416015625 (0.19597585797309874) | > loss_disc_real_3: 0.30296823382377625 (0.24166754484176636) | > loss_disc_real_4: 0.30897951126098633 (0.26188663244247434) | > loss_disc_real_5: 0.2881302833557129 (0.24303990304470063) | > loss_0: 2.6726207733154297 (2.410745930671692) | > loss_gen: 2.4074878692626953 (2.567910099029541) | > loss_kl: 2.9417033195495605 (3.35093891620636) | > loss_feat: 4.811550140380859 (6.676308822631836) | > loss_mel: 13.10782527923584 (16.69989719390869) | > loss_duration: 2.402750015258789 (2.376751971244812) | > loss_1: 25.671316146850586 (31.671806716918944)  --> STEP: 11 | > loss_disc: 2.388035297393799 (2.4086813276464287) | > loss_disc_real_0: 0.18911121785640717 (0.21634233404289593) | > loss_disc_real_1: 0.18668484687805176 (0.19377550347284836) | > loss_disc_real_2: 0.20460891723632812 (0.19676068154248325) | > loss_disc_real_3: 0.2648959755897522 (0.24377922036431052) | > loss_disc_real_4: 0.3038288950920105 (0.265699565410614) | > loss_disc_real_5: 0.24155060946941376 (0.24290451271967453) | > loss_0: 2.388035297393799 (2.4086813276464287) | > loss_gen: 2.5492165088653564 (2.5662106817418877) | > loss_kl: 4.2150492668151855 (3.429494402625344) | > loss_feat: 5.303262233734131 (6.551486405459317) | > loss_mel: 17.495092391967773 (16.772187666459516) | > loss_duration: 2.546571731567383 (2.3921901312741367) | > loss_1: 32.10919189453125 (31.711569005792793)  --> STEP: 12 | > loss_disc: 2.5689334869384766 (2.4220356742540994) | > loss_disc_real_0: 0.24682430922985077 (0.21888249864180884) | > loss_disc_real_1: 0.2027275115251541 (0.19452150414387384) | > loss_disc_real_2: 0.2489987015724182 (0.20111384987831116) | > loss_disc_real_3: 0.18719540536403656 (0.23906390244762102) | > loss_disc_real_4: 0.25008973479270935 (0.2643987461924553) | > loss_disc_real_5: 0.24532344937324524 (0.24310609077413878) | > loss_0: 2.5689334869384766 (2.4220356742540994) | > loss_gen: 2.379542589187622 (2.5506550073623657) | > loss_kl: 2.4845809936523438 (3.3507516185442605) | > loss_feat: 6.576674461364746 (6.553585410118103) | > loss_mel: 16.89121437072754 (16.782106558481853) | > loss_duration: 2.2166500091552734 (2.377561787764231) | > loss_1: 30.548662185668945 (31.614660104115803)  --> STEP: 13 | > loss_disc: 2.703240156173706 (2.4436667882479153) | > loss_disc_real_0: 0.2727307677268982 (0.2230246731868157) | > loss_disc_real_1: 0.31977295875549316 (0.20415623142169073) | > loss_disc_real_2: 0.24854275584220886 (0.20476222726014945) | > loss_disc_real_3: 0.24303248524665833 (0.23936917804754698) | > loss_disc_real_4: 0.2704785168170929 (0.26486642085588896) | > loss_disc_real_5: 0.2193821519613266 (0.24128117240392244) | > loss_0: 2.703240156173706 (2.4436667882479153) | > loss_gen: 2.4769742488861084 (2.5449872567103458) | > loss_kl: 3.4995999336242676 (3.3622014889350305) | > loss_feat: 5.506336212158203 (6.473027779505803) | > loss_mel: 17.196651458740234 (16.813994627732498) | > loss_duration: 2.33024263381958 (2.3739218528454122) | > loss_1: 31.009803771972656 (31.568132693950947)  --> STEP: 14 | > loss_disc: 2.486572742462158 (2.4467314992632185) | > loss_disc_real_0: 0.1922450214624405 (0.22082612663507462) | > loss_disc_real_1: 0.1473199725151062 (0.20009649864264897) | > loss_disc_real_2: 0.20813266932964325 (0.20500297312225615) | > loss_disc_real_3: 0.20957064628601074 (0.23724071149315154) | > loss_disc_real_4: 0.21456554532051086 (0.26127350117479053) | > loss_disc_real_5: 0.2085408866405487 (0.23894258056368148) | > loss_0: 2.486572742462158 (2.4467314992632185) | > loss_gen: 2.110156774520874 (2.513927936553955) | > loss_kl: 4.325852870941162 (3.431033730506897) | > loss_feat: 6.6659722328186035 (6.486809526171003) | > loss_mel: 17.884489059448242 (16.890458515712194) | > loss_duration: 2.40710711479187 (2.3762922286987305) | > loss_1: 33.393577575683594 (31.698521614074707)  --> STEP: 15 | > loss_disc: 2.3793976306915283 (2.4422425746917726) | > loss_disc_real_0: 0.16637465357780457 (0.2171960284312566) | > loss_disc_real_1: 0.21765519678592682 (0.2012670785188675) | > loss_disc_real_2: 0.20427468419075012 (0.20495442052682242) | > loss_disc_real_3: 0.24920527637004852 (0.23803834915161132) | > loss_disc_real_4: 0.2989761233329773 (0.26378700931866966) | > loss_disc_real_5: 0.22935672104358673 (0.2383035232623418) | > loss_0: 2.3793976306915283 (2.4422425746917726) | > loss_gen: 2.604811191558838 (2.5199868202209474) | > loss_kl: 3.2134602069854736 (3.416528828938802) | > loss_feat: 10.089757919311523 (6.727006085713705) | > loss_mel: 17.325111389160156 (16.919435373942058) | > loss_duration: 2.3838272094726562 (2.3767945607503256) | > loss_1: 35.61697006225586 (31.959751510620116)  --> STEP: 16 | > loss_disc: 2.828084707260132 (2.466357707977295) | > loss_disc_real_0: 0.357921838760376 (0.22599139157682657) | > loss_disc_real_1: 0.1867550164461136 (0.20036007463932037) | > loss_disc_real_2: 0.2456853687763214 (0.2075001047924161) | > loss_disc_real_3: 0.23687683045864105 (0.23796575423330069) | > loss_disc_real_4: 0.3392438292503357 (0.26850306056439877) | > loss_disc_real_5: 0.2574043571949005 (0.23949732538312674) | > loss_0: 2.828084707260132 (2.466357707977295) | > loss_gen: 2.4229543209075928 (2.5139222890138626) | > loss_kl: 2.8155133724212646 (3.378965362906456) | > loss_feat: 7.678180694580078 (6.786454498767853) | > loss_mel: 16.939863204956055 (16.920712113380432) | > loss_duration: 2.3974602222442627 (2.3780861645936966) | > loss_1: 32.253971099853516 (31.978140234947205)  --> STEP: 17 | > loss_disc: 2.933948040008545 (2.493863021626192) | > loss_disc_real_0: 0.3211582899093628 (0.23158944441991694) | > loss_disc_real_1: 0.28295454382896423 (0.20521857282694647) | > loss_disc_real_2: 0.2782954275608063 (0.21166453554349787) | > loss_disc_real_3: 0.3257218301296234 (0.2431278763448491) | > loss_disc_real_4: 0.2983221113681793 (0.2702571223763859) | > loss_disc_real_5: 0.3244396150112152 (0.24449393065536723) | > loss_0: 2.933948040008545 (2.493863021626192) | > loss_gen: 2.562960624694824 (2.516806896995096) | > loss_kl: 3.0680367946624756 (3.3606754471273983) | > loss_feat: 4.916953086853027 (6.676483827478745) | > loss_mel: 15.634459495544434 (16.845050194684198) | > loss_duration: 2.5102128982543945 (2.385858325397267) | > loss_1: 28.692623138427734 (31.784874523387234)  --> STEP: 18 | > loss_disc: 2.2762928009033203 (2.481775787141588) | > loss_disc_real_0: 0.17575053870677948 (0.2284872829914093) | > loss_disc_real_1: 0.14802668988704681 (0.20204124599695206) | > loss_disc_real_2: 0.19910511374473572 (0.2109667898880111) | > loss_disc_real_3: 0.23964622616767883 (0.2429344513350063) | > loss_disc_real_4: 0.2812967598438263 (0.27087043556902146) | > loss_disc_real_5: 0.1842685341835022 (0.24114807529581916) | > loss_0: 2.2762928009033203 (2.481775787141588) | > loss_gen: 2.658132791519165 (2.5246583355797663) | > loss_kl: 3.556593179702759 (3.3715597656038074) | > loss_feat: 10.244354248046875 (6.874698850843641) | > loss_mel: 16.050395965576172 (16.800902737511528) | > loss_duration: 2.2363646030426025 (2.377553118599786) | > loss_1: 34.74584197998047 (31.949372715420193)  --> STEP: 19 | > loss_disc: 2.468766927719116 (2.481091110329879) | > loss_disc_real_0: 0.1835513710975647 (0.22612223499699644) | > loss_disc_real_1: 0.12280447036027908 (0.1978708893844956) | > loss_disc_real_2: 0.2616649866104126 (0.21363511603129537) | > loss_disc_real_3: 0.25690722465515137 (0.2436698604571192) | > loss_disc_real_4: 0.23684364557266235 (0.26907955188500254) | > loss_disc_real_5: 0.24918246269226074 (0.24157093779036873) | > loss_0: 2.468766927719116 (2.481091110329879) | > loss_gen: 2.485147476196289 (2.522578816664846) | > loss_kl: 2.359142303466797 (3.318274636017649) | > loss_feat: 9.850040435791016 (7.0312957763671875) | > loss_mel: 18.127416610717773 (16.87071925715396) | > loss_duration: 2.357104539871216 (2.3764768776140714) | > loss_1: 35.17885208129883 (32.11934531362433)  --> STEP: 20 | > loss_disc: 2.460724115371704 (2.4800727605819706) | > loss_disc_real_0: 0.15273934602737427 (0.2224530905485153) | > loss_disc_real_1: 0.17092600464820862 (0.19652364514768123) | > loss_disc_real_2: 0.25689631700515747 (0.21579817607998847) | > loss_disc_real_3: 0.22305865585803986 (0.24263930022716523) | > loss_disc_real_4: 0.2600761353969574 (0.2686293810606003) | > loss_disc_real_5: 0.2530120015144348 (0.24214299097657205) | > loss_0: 2.460724115371704 (2.4800727605819706) | > loss_gen: 2.3297061920166016 (2.512935185432434) | > loss_kl: 2.70389723777771 (3.287555766105652) | > loss_feat: 7.379868030548096 (7.0487243890762326) | > loss_mel: 19.01105308532715 (16.97773594856262) | > loss_duration: 2.278203248977661 (2.371563196182251) | > loss_1: 33.702728271484375 (32.198514461517334)  --> STEP: 21 | > loss_disc: 2.393876314163208 (2.475968167895363) | > loss_disc_real_0: 0.1827564388513565 (0.22056277380103156) | > loss_disc_real_1: 0.11596843600273132 (0.19268768280744553) | > loss_disc_real_2: 0.2318861186504364 (0.21656426858334316) | > loss_disc_real_3: 0.23568810522556305 (0.24230829094137465) | > loss_disc_real_4: 0.24401943385601044 (0.26745747881276266) | > loss_disc_real_5: 0.20506270229816437 (0.24037726294426692) | > loss_0: 2.393876314163208 (2.475968167895363) | > loss_gen: 2.289153575897217 (2.5022789183117093) | > loss_kl: 3.3539092540740967 (3.290715456008911) | > loss_feat: 6.723011016845703 (7.033214228493827) | > loss_mel: 14.890832901000977 (16.87835961296445) | > loss_duration: 2.150444746017456 (2.3610337461744035) | > loss_1: 29.407352447509766 (32.06560198465983)  --> STEP: 22 | > loss_disc: 2.488297700881958 (2.4765286012129355) | > loss_disc_real_0: 0.20902115106582642 (0.22003815458579498) | > loss_disc_real_1: 0.20212361216545105 (0.19311658868735487) | > loss_disc_real_2: 0.1939006745815277 (0.21553410521962427) | > loss_disc_real_3: 0.2890752851963043 (0.2444340634075078) | > loss_disc_real_4: 0.30080339312553406 (0.26897320219061593) | > loss_disc_real_5: 0.31876248121261597 (0.24394022741101004) | > loss_0: 2.488297700881958 (2.4765286012129355) | > loss_gen: 2.7168521881103516 (2.512032248757102) | > loss_kl: 2.5959701538085938 (3.259136124090715) | > loss_feat: 6.897437572479248 (7.027042562311346) | > loss_mel: 18.752300262451172 (16.963538733395662) | > loss_duration: 2.211061477661133 (2.3542168248783457) | > loss_1: 33.173622131347656 (32.115966536782004)  --> STEP: 23 | > loss_disc: 2.5376524925231934 (2.479186161704686) | > loss_disc_real_0: 0.17121851444244385 (0.21791556153608405) | > loss_disc_real_1: 0.25505638122558594 (0.19580962314553882) | > loss_disc_real_2: 0.23058560490608215 (0.21618851824947025) | > loss_disc_real_3: 0.2687479853630066 (0.24549119044905124) | > loss_disc_real_4: 0.28091204166412354 (0.2694922821677249) | > loss_disc_real_5: 0.2507329285144806 (0.24423556224159573) | > loss_0: 2.5376524925231934 (2.479186161704686) | > loss_gen: 2.514371156692505 (2.5121339404064673) | > loss_kl: 2.7968363761901855 (3.2390361350515615) | > loss_feat: 6.4823408126831055 (7.0033598775449) | > loss_mel: 17.29587173461914 (16.977987994318422) | > loss_duration: 2.2654521465301514 (2.35035749103712) | > loss_1: 31.35487174987793 (32.08287545909052)  --> STEP: 24 | > loss_disc: 2.545567274093628 (2.4819520413875584) | > loss_disc_real_0: 0.2297966182231903 (0.21841060556471348) | > loss_disc_real_1: 0.22385108470916748 (0.19697801737735668) | > loss_disc_real_2: 0.17959511280059814 (0.2146637930224339) | > loss_disc_real_3: 0.2188510000705719 (0.2443811825166146) | > loss_disc_real_4: 0.2494920790195465 (0.26865894036988414) | > loss_disc_real_5: 0.2074272781610489 (0.24270188373823962) | > loss_0: 2.545567274093628 (2.4819520413875584) | > loss_gen: 2.3508481979370117 (2.5054137011369066) | > loss_kl: 2.5884015560150146 (3.211926360925039) | > loss_feat: 9.27831745147705 (7.09814977645874) | > loss_mel: 17.512998580932617 (17.000280102094013) | > loss_duration: 2.387503147125244 (2.3519052267074585) | > loss_1: 34.118072509765625 (32.16767533620199)  --> STEP: 25 | > loss_disc: 2.2971506118774414 (2.4745599842071537) | > loss_disc_real_0: 0.2496499866247177 (0.21966018080711364) | > loss_disc_real_1: 0.2066691666841507 (0.19736566334962846) | > loss_disc_real_2: 0.2692106366157532 (0.21684566676616668) | > loss_disc_real_3: 0.24338211119174957 (0.24434121966362) | > loss_disc_real_4: 0.23207812011241913 (0.26719570755958555) | > loss_disc_real_5: 0.2617940902709961 (0.24346557199954988) | > loss_0: 2.2971506118774414 (2.4745599842071537) | > loss_gen: 2.8900413513183594 (2.520798807144165) | > loss_kl: 2.972270965576172 (3.202340145111084) | > loss_feat: 7.191628932952881 (7.101888942718506) | > loss_mel: 15.598163604736328 (16.944195442199707) | > loss_duration: 2.4086432456970215 (2.354174747467041) | > loss_1: 31.060749053955078 (32.123398284912106)  --> STEP: 26 | > loss_disc: 2.597794532775879 (2.47929977453672) | > loss_disc_real_0: 0.13070909678936005 (0.21623898526796928) | > loss_disc_real_1: 0.12939490377902985 (0.19475140336614388) | > loss_disc_real_2: 0.19961102306842804 (0.2161827958547152) | > loss_disc_real_3: 0.25012290477752686 (0.24456359216800103) | > loss_disc_real_4: 0.25142523646354675 (0.2665891509789687) | > loss_disc_real_5: 0.26072120666503906 (0.24412925025591484) | > loss_0: 2.597794532775879 (2.47929977453672) | > loss_gen: 2.0354886054992676 (2.5021330301578226) | > loss_kl: 2.228849172592163 (3.164898184629587) | > loss_feat: 9.119111061096191 (7.179474408809956) | > loss_mel: 18.243995666503906 (16.9941877585191) | > loss_duration: 2.319796085357666 (2.352852491232065) | > loss_1: 33.947242736816406 (32.193546148446885) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025444489258986255 (+1.9156015836275207e-05) | > avg_loss_disc: 2.47929977453672 (-0.011742133360642448) | > avg_loss_disc_real_0: 0.21623898526796928 (+0.0703551872418477) | > avg_loss_disc_real_1: 0.19475140336614388 (+0.014598791702435526) | > avg_loss_disc_real_2: 0.2161827958547152 (-0.03815453786116377) | > avg_loss_disc_real_3: 0.24456359216800103 (-0.018248801047985402) | > avg_loss_disc_real_4: 0.2665891509789687 (+0.02275865525007248) | > avg_loss_disc_real_5: 0.24412925025591484 (+0.0019798296002241367) | > avg_loss_0: 2.47929977453672 (-0.011742133360642448) | > avg_loss_gen: 2.5021330301578226 (+0.17915742672406676) | > avg_loss_kl: 3.164898184629587 (+0.023193661983196723) | > avg_loss_feat: 7.179474408809956 (+0.6311721618358908) | > avg_loss_mel: 16.9941877585191 (+0.24021284396831888) | > avg_loss_duration: 2.352852491232065 (+0.0032078761320848415) | > avg_loss_1: 32.193546148446885 (+1.076944057758034)  > EPOCH: 832/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:04:30)   --> TIME: 2024-06-12 04:04:36 -- STEP: 14/330 -- GLOBAL_STEP: 362575 | > loss_disc: 2.3115525245666504 (2.319922004427229) | > loss_disc_real_0: 0.10270532965660095 (0.1027600025492055) | > loss_disc_real_1: 0.18648609519004822 (0.19398683309555054) | > loss_disc_real_2: 0.2089625746011734 (0.2111599754009928) | > loss_disc_real_3: 0.25888964533805847 (0.23121313431433269) | > loss_disc_real_4: 0.23812344670295715 (0.23848348536661693) | > loss_disc_real_5: 0.23455211520195007 (0.22163579080786025) | > loss_0: 2.3115525245666504 (2.319922004427229) | > grad_norm_0: tensor(9.3844, device='cuda:0') (tensor(9.0007, device='cuda:0')) | > loss_gen: 2.653958320617676 (2.5088398456573486) | > loss_kl: 1.7042078971862793 (2.0067091499056136) | > loss_feat: 7.395089149475098 (6.809793267931257) | > loss_mel: 16.921432495117188 (17.46611281803676) | > loss_duration: 2.011120080947876 (2.053849688598088) | > loss_1: 30.685806274414062 (30.84530462537493) | > grad_norm_1: tensor(184.8958, device='cuda:0') (tensor(79.8563, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3599 (0.36640308584485737) | > loader_time: 0.003 (0.003164853368486677)  --> TIME: 2024-06-12 04:04:45 -- STEP: 39/330 -- GLOBAL_STEP: 362600 | > loss_disc: 2.3827736377716064 (2.3312833431439524) | > loss_disc_real_0: 0.1217816174030304 (0.10384937738760924) | > loss_disc_real_1: 0.20154930651187897 (0.19547520807156196) | > loss_disc_real_2: 0.20305371284484863 (0.2106895882349748) | > loss_disc_real_3: 0.22569642961025238 (0.2273793549109728) | > loss_disc_real_4: 0.22967849671840668 (0.2331527651120455) | > loss_disc_real_5: 0.2034543752670288 (0.22207354811521676) | > loss_0: 2.3827736377716064 (2.3312833431439524) | > grad_norm_0: tensor(12.3459, device='cuda:0') (tensor(8.6273, device='cuda:0')) | > loss_gen: 2.469604730606079 (2.4964351592919765) | > loss_kl: 2.0252814292907715 (1.9681814236518664) | > loss_feat: 7.211074352264404 (6.952891973348764) | > loss_mel: 17.051931381225586 (17.285230000813808) | > loss_duration: 2.0051300525665283 (1.9998894746486957) | > loss_1: 30.763023376464844 (30.70262796450884) | > grad_norm_1: tensor(91.5489, device='cuda:0') (tensor(83.3721, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3605 (0.36424351349855083) | > loader_time: 0.0033 (0.003355075151492388)  --> TIME: 2024-06-12 04:04:55 -- STEP: 64/330 -- GLOBAL_STEP: 362625 | > loss_disc: 2.253006935119629 (2.330209724605083) | > loss_disc_real_0: 0.08897892385721207 (0.10412925074342638) | > loss_disc_real_1: 0.1894405037164688 (0.1942264880053699) | > loss_disc_real_2: 0.1917075365781784 (0.2095810929313302) | > loss_disc_real_3: 0.22007940709590912 (0.22779333661310375) | > loss_disc_real_4: 0.225749209523201 (0.23235884052701294) | > loss_disc_real_5: 0.22902613878250122 (0.2228473392315209) | > loss_0: 2.253006935119629 (2.330209724605083) | > grad_norm_0: tensor(5.7463, device='cuda:0') (tensor(9.3384, device='cuda:0')) | > loss_gen: 2.4286935329437256 (2.494405508041382) | > loss_kl: 2.067556142807007 (1.9626306798309088) | > loss_feat: 7.902505874633789 (7.008474513888359) | > loss_mel: 17.853130340576172 (17.27208298444749) | > loss_duration: 1.9885927438735962 (1.9854864403605461) | > loss_1: 32.240478515625 (30.723080098628998) | > grad_norm_1: tensor(182.7137, device='cuda:0') (tensor(106.6517, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3651 (0.3633926324546337) | > loader_time: 0.0048 (0.003484673798084259)  --> TIME: 2024-06-12 04:05:04 -- STEP: 89/330 -- GLOBAL_STEP: 362650 | > loss_disc: 2.2562355995178223 (2.3290965423155368) | > loss_disc_real_0: 0.12389610707759857 (0.10569453105497896) | > loss_disc_real_1: 0.17234006524085999 (0.1939618828591336) | > loss_disc_real_2: 0.2053082138299942 (0.20908475139837587) | > loss_disc_real_3: 0.21995650231838226 (0.22743028737186047) | > loss_disc_real_4: 0.21881888806819916 (0.2323475531982572) | > loss_disc_real_5: 0.200648233294487 (0.22224695260605115) | > loss_0: 2.2562355995178223 (2.3290965423155368) | > grad_norm_0: tensor(25.9871, device='cuda:0') (tensor(10.6097, device='cuda:0')) | > loss_gen: 2.589813232421875 (2.499082075076156) | > loss_kl: 1.9150640964508057 (1.9667789078830333) | > loss_feat: 7.087815761566162 (7.030857798758517) | > loss_mel: 17.48926544189453 (17.222456021255333) | > loss_duration: 1.980631709098816 (1.9830961696217568) | > loss_1: 31.062589645385742 (30.702270914999286) | > grad_norm_1: tensor(390.2343, device='cuda:0') (tensor(137.0011, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3532 (0.3632720025737634) | > loader_time: 0.0038 (0.0035655980699517754)  --> TIME: 2024-06-12 04:05:13 -- STEP: 114/330 -- GLOBAL_STEP: 362675 | > loss_disc: 2.1789040565490723 (2.3320075106202505) | > loss_disc_real_0: 0.08619566261768341 (0.107032752350757) | > loss_disc_real_1: 0.17436450719833374 (0.19377066286509498) | > loss_disc_real_2: 0.18546117842197418 (0.20876346959879524) | > loss_disc_real_3: 0.2171017974615097 (0.2278153866268041) | > loss_disc_real_4: 0.2041546255350113 (0.231800427693024) | > loss_disc_real_5: 0.1957489252090454 (0.22135904692766958) | > loss_0: 2.1789040565490723 (2.3320075106202505) | > grad_norm_0: tensor(5.4501, device='cuda:0') (tensor(11.1597, device='cuda:0')) | > loss_gen: 2.64909291267395 (2.4976164625402073) | > loss_kl: 2.0596885681152344 (1.9860830024669045) | > loss_feat: 7.617051124572754 (7.037946537921303) | > loss_mel: 17.555255889892578 (17.21145691787987) | > loss_duration: 2.0015933513641357 (1.9849622333258914) | > loss_1: 31.882680892944336 (30.718065094529535) | > grad_norm_1: tensor(62.8470, device='cuda:0') (tensor(147.5615, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3872 (0.36645754387504176) | > loader_time: 0.0038 (0.003644094132540519)  --> TIME: 2024-06-12 04:05:23 -- STEP: 139/330 -- GLOBAL_STEP: 362700 | > loss_disc: 2.231940507888794 (2.342774245378782) | > loss_disc_real_0: 0.08544960618019104 (0.10935753455264963) | > loss_disc_real_1: 0.1938989758491516 (0.19474701894273003) | > loss_disc_real_2: 0.19978094100952148 (0.209642750539368) | > loss_disc_real_3: 0.255691260099411 (0.22899971945251493) | > loss_disc_real_4: 0.23158226907253265 (0.23245719182405541) | > loss_disc_real_5: 0.21408624947071075 (0.22141601638399439) | > loss_0: 2.231940507888794 (2.342774245378782) | > grad_norm_0: tensor(21.6572, device='cuda:0') (tensor(13.2019, device='cuda:0')) | > loss_gen: 2.6888344287872314 (2.4969318547694797) | > loss_kl: 1.9523452520370483 (1.9998712634011138) | > loss_feat: 7.497730731964111 (7.0278162338750825) | > loss_mel: 17.185562133789062 (17.23635818975435) | > loss_duration: 2.0540080070495605 (1.9907968987663873) | > loss_1: 31.378482818603516 (30.75177443799355) | > grad_norm_1: tensor(437.9671, device='cuda:0') (tensor(170.3266, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3914 (0.3692257644461213) | > loader_time: 0.0041 (0.0037473105698180714)  --> TIME: 2024-06-12 04:05:33 -- STEP: 164/330 -- GLOBAL_STEP: 362725 | > loss_disc: 2.3927531242370605 (2.34848736262903) | > loss_disc_real_0: 0.14130747318267822 (0.11124233715236187) | > loss_disc_real_1: 0.22409012913703918 (0.19544032234244227) | > loss_disc_real_2: 0.19385464489459991 (0.2099629739617429) | > loss_disc_real_3: 0.22718840837478638 (0.2288718262641895) | > loss_disc_real_4: 0.23179787397384644 (0.23234750221415265) | > loss_disc_real_5: 0.20498600602149963 (0.2210682445183033) | > loss_0: 2.3927531242370605 (2.34848736262903) | > grad_norm_0: tensor(17.4151, device='cuda:0') (tensor(14.5018, device='cuda:0')) | > loss_gen: 2.453503131866455 (2.499131910684633) | > loss_kl: 2.1119649410247803 (2.0024012130935014) | > loss_feat: 6.949087619781494 (7.031422362094972) | > loss_mel: 17.195335388183594 (17.228226510489865) | > loss_duration: 2.082047700881958 (1.9952479760821273) | > loss_1: 30.79193878173828 (30.756429928105053) | > grad_norm_1: tensor(274.2345, device='cuda:0') (tensor(191.8682, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.3821 (0.37141255634586984) | > loader_time: 0.0043 (0.0038571764783161444)  --> TIME: 2024-06-12 04:05:43 -- STEP: 189/330 -- GLOBAL_STEP: 362750 | > loss_disc: 2.3808250427246094 (2.3515885834971426) | > loss_disc_real_0: 0.11007092893123627 (0.11224694581574234) | > loss_disc_real_1: 0.1618083417415619 (0.19587814650207597) | > loss_disc_real_2: 0.16506345570087433 (0.20994618282747016) | > loss_disc_real_3: 0.2359684556722641 (0.22874125633290204) | > loss_disc_real_4: 0.210561141371727 (0.2318992084927029) | > loss_disc_real_5: 0.21326875686645508 (0.22108156435073367) | > loss_0: 2.3808250427246094 (2.3515885834971426) | > grad_norm_0: tensor(16.9409, device='cuda:0') (tensor(15.6105, device='cuda:0')) | > loss_gen: 2.3875956535339355 (2.4962346364581403) | > loss_kl: 2.165008783340454 (2.0030932382301048) | > loss_feat: 6.805861949920654 (7.002884842100597) | > loss_mel: 17.285282135009766 (17.182684403878678) | > loss_duration: 2.083421468734741 (2.0034658801618703) | > loss_1: 30.727170944213867 (30.68836293901716) | > grad_norm_1: tensor(483.5653, device='cuda:0') (tensor(208.0573, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.4103 (0.37423344390102165) | > loader_time: 0.0052 (0.003981456554755961)  --> TIME: 2024-06-12 04:05:53 -- STEP: 214/330 -- GLOBAL_STEP: 362775 | > loss_disc: 2.39687180519104 (2.355642581654486) | > loss_disc_real_0: 0.16877147555351257 (0.11337364816637797) | > loss_disc_real_1: 0.2044268548488617 (0.19599802060940552) | > loss_disc_real_2: 0.2243531495332718 (0.21105229562131045) | > loss_disc_real_3: 0.23618583381175995 (0.22904364945732544) | > loss_disc_real_4: 0.23005864024162292 (0.23213153102687586) | > loss_disc_real_5: 0.24887888133525848 (0.2211789236029732) | > loss_0: 2.39687180519104 (2.355642581654486) | > grad_norm_0: tensor(68.5229, device='cuda:0') (tensor(17.0327, device='cuda:0')) | > loss_gen: 2.36791729927063 (2.4949278530673435) | > loss_kl: 2.027013063430786 (2.010790632706935) | > loss_feat: 5.94044828414917 (7.001113321179542) | > loss_mel: 15.692367553710938 (17.162399046888986) | > loss_duration: 2.1169400215148926 (2.0113405039377312) | > loss_1: 28.144685745239258 (30.680571315444517) | > grad_norm_1: tensor(267.0922, device='cuda:0') (tensor(228.3614, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.4017 (0.37800140469987814) | > loader_time: 0.0049 (0.004099616380495444)  --> TIME: 2024-06-12 04:06:04 -- STEP: 239/330 -- GLOBAL_STEP: 362800 | > loss_disc: 2.2480828762054443 (2.356787841190354) | > loss_disc_real_0: 0.07421387732028961 (0.11495331917971248) | > loss_disc_real_1: 0.1462881714105606 (0.19589538591676176) | > loss_disc_real_2: 0.19540558755397797 (0.21098965088443278) | > loss_disc_real_3: 0.21465139091014862 (0.22879811073945655) | > loss_disc_real_4: 0.24575810134410858 (0.23197005832544432) | > loss_disc_real_5: 0.30556899309158325 (0.2210718721276048) | > loss_0: 2.2480828762054443 (2.356787841190354) | > grad_norm_0: tensor(34.6963, device='cuda:0') (tensor(19.7846, device='cuda:0')) | > loss_gen: 2.7393054962158203 (2.4980047926244366) | > loss_kl: 1.9786688089370728 (2.0160455878309613) | > loss_feat: 7.624605178833008 (6.988744270851423) | > loss_mel: 17.526073455810547 (17.132162832316002) | > loss_duration: 2.0743801593780518 (2.020304824019078) | > loss_1: 31.943035125732422 (30.655262256765965) | > grad_norm_1: tensor(502.6663, device='cuda:0') (tensor(250.6625, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.4334 (0.38196827577247777) | > loader_time: 0.0052 (0.004247129711645915)  --> TIME: 2024-06-12 04:06:15 -- STEP: 264/330 -- GLOBAL_STEP: 362825 | > loss_disc: 2.3105533123016357 (2.356704478010987) | > loss_disc_real_0: 0.16556082665920258 (0.11546855386007916) | > loss_disc_real_1: 0.2410026639699936 (0.19634333275484314) | > loss_disc_real_2: 0.20185182988643646 (0.21089390383073778) | > loss_disc_real_3: 0.2069263905286789 (0.22890965832453786) | > loss_disc_real_4: 0.23775260150432587 (0.23194707693024116) | > loss_disc_real_5: 0.24260257184505463 (0.22074289873919703) | > loss_0: 2.3105533123016357 (2.356704478010987) | > grad_norm_0: tensor(46.1360, device='cuda:0') (tensor(21.1101, device='cuda:0')) | > loss_gen: 2.5520026683807373 (2.501950431953776) | > loss_kl: 2.073133945465088 (2.020124069217479) | > loss_feat: 7.359393119812012 (7.012559413909912) | > loss_mel: 16.969886779785156 (17.090970183863792) | > loss_duration: 2.1474058628082275 (2.0286962945352918) | > loss_1: 31.101821899414062 (30.654300371805828) | > grad_norm_1: tensor(666.9145, device='cuda:0') (tensor(269.5735, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.4381 (0.38629826271172724) | > loader_time: 0.0061 (0.004401097695032755)  --> TIME: 2024-06-12 04:06:27 -- STEP: 289/330 -- GLOBAL_STEP: 362850 | > loss_disc: 2.393217086791992 (2.35891747969657) | > loss_disc_real_0: 0.14150772988796234 (0.11649302545303292) | > loss_disc_real_1: 0.184800922870636 (0.1968413866721222) | > loss_disc_real_2: 0.18119704723358154 (0.21117867993442244) | > loss_disc_real_3: 0.2613566219806671 (0.22903478130131033) | > loss_disc_real_4: 0.23947323858737946 (0.23202070413370032) | > loss_disc_real_5: 0.22858615219593048 (0.2203264690703586) | > loss_0: 2.393217086791992 (2.35891747969657) | > grad_norm_0: tensor(36.7128, device='cuda:0') (tensor(22.5575, device='cuda:0')) | > loss_gen: 2.4255027770996094 (2.4997496019185217) | > loss_kl: 2.0804569721221924 (2.02743331041303) | > loss_feat: 6.96138858795166 (7.021966231323032) | > loss_mel: 16.324377059936523 (17.04642009075126) | > loss_duration: 2.201692581176758 (2.039004510249236) | > loss_1: 29.993417739868164 (30.634573708768535) | > grad_norm_1: tensor(480.5751, device='cuda:0') (tensor(289.0497, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.4736 (0.39258257905504695) | > loader_time: 0.0062 (0.004559279313136962)  --> TIME: 2024-06-12 04:06:39 -- STEP: 314/330 -- GLOBAL_STEP: 362875 | > loss_disc: 2.413278102874756 (2.3622896284054793) | > loss_disc_real_0: 0.11953265964984894 (0.11804358471351065) | > loss_disc_real_1: 0.19363893568515778 (0.19725887752642296) | > loss_disc_real_2: 0.20783154666423798 (0.2114012069098509) | > loss_disc_real_3: 0.2234497219324112 (0.229343371596306) | > loss_disc_real_4: 0.24351069331169128 (0.23191471948365497) | > loss_disc_real_5: 0.21201442182064056 (0.2201586842157278) | > loss_0: 2.413278102874756 (2.3622896284054793) | > grad_norm_0: tensor(41.3227, device='cuda:0') (tensor(24.0654, device='cuda:0')) | > loss_gen: 2.2875964641571045 (2.4953234825923953) | > loss_kl: 2.0736100673675537 (2.031747623613685) | > loss_feat: 6.885038375854492 (7.031074308286048) | > loss_mel: 16.5079345703125 (17.00504393182743) | > loss_duration: 2.2532780170440674 (2.052088125116508) | > loss_1: 30.007457733154297 (30.615277430054487) | > grad_norm_1: tensor(498.1148, device='cuda:0') (tensor(301.3385, device='cuda:0')) | > current_lr_0: 0.0001802438877975146 | > current_lr_1: 0.0001802438877975146 | > step_time: 0.5226 (0.40098520221224265) | > loader_time: 0.0079 (0.004776666118840501)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5284640789031982 (2.5284640789031982) | > loss_disc_real_0: 0.1906736195087433 (0.1906736195087433) | > loss_disc_real_1: 0.19632598757743835 (0.19632598757743835) | > loss_disc_real_2: 0.2518366277217865 (0.2518366277217865) | > loss_disc_real_3: 0.24533148109912872 (0.24533148109912872) | > loss_disc_real_4: 0.2405286580324173 (0.2405286580324173) | > loss_disc_real_5: 0.22820183634757996 (0.22820183634757996) | > loss_0: 2.5284640789031982 (2.5284640789031982) | > loss_gen: 2.1939311027526855 (2.1939311027526855) | > loss_kl: 1.7612204551696777 (1.7612204551696777) | > loss_feat: 5.09262752532959 (5.09262752532959) | > loss_mel: 13.933618545532227 (13.933618545532227) | > loss_duration: 3.00907826423645 (3.00907826423645) | > loss_1: 25.990476608276367 (25.990476608276367)  --> STEP: 1 | > loss_disc: 2.2862441539764404 (2.2862441539764404) | > loss_disc_real_0: 0.092833012342453 (0.092833012342453) | > loss_disc_real_1: 0.23551146686077118 (0.23551146686077118) | > loss_disc_real_2: 0.175303116440773 (0.175303116440773) | > loss_disc_real_3: 0.21036018431186676 (0.21036018431186676) | > loss_disc_real_4: 0.2282869517803192 (0.2282869517803192) | > loss_disc_real_5: 0.1533956080675125 (0.1533956080675125) | > loss_0: 2.2862441539764404 (2.2862441539764404) | > loss_gen: 2.3460745811462402 (2.3460745811462402) | > loss_kl: 3.483008623123169 (3.483008623123169) | > loss_feat: 7.181016445159912 (7.181016445159912) | > loss_mel: 17.906179428100586 (17.906179428100586) | > loss_duration: 2.5024561882019043 (2.5024561882019043) | > loss_1: 33.41873550415039 (33.41873550415039)  --> STEP: 2 | > loss_disc: 2.5608508586883545 (2.4235475063323975) | > loss_disc_real_0: 0.05824102833867073 (0.07553702034056187) | > loss_disc_real_1: 0.33009302616119385 (0.2828022465109825) | > loss_disc_real_2: 0.2257978916168213 (0.20055050402879715) | > loss_disc_real_3: 0.24383139610290527 (0.22709579020738602) | > loss_disc_real_4: 0.28418630361557007 (0.25623662769794464) | > loss_disc_real_5: 0.22813591361045837 (0.19076576083898544) | > loss_0: 2.5608508586883545 (2.4235475063323975) | > loss_gen: 2.336017608642578 (2.341046094894409) | > loss_kl: 3.296116590499878 (3.3895626068115234) | > loss_feat: 6.165079593658447 (6.67304801940918) | > loss_mel: 18.57123374938965 (18.238706588745117) | > loss_duration: 2.476407527923584 (2.489431858062744) | > loss_1: 32.844852447509766 (33.13179397583008)  --> STEP: 3 | > loss_disc: 2.130882740020752 (2.3259925842285156) | > loss_disc_real_0: 0.09250200539827347 (0.08119201535979907) | > loss_disc_real_1: 0.16797465085983276 (0.2445263812939326) | > loss_disc_real_2: 0.1858377903699875 (0.19564626614252725) | > loss_disc_real_3: 0.17223750054836273 (0.20880969365437826) | > loss_disc_real_4: 0.18382366001605988 (0.23209897180398306) | > loss_disc_real_5: 0.11885280907154083 (0.1667947769165039) | > loss_0: 2.130882740020752 (2.3259925842285156) | > loss_gen: 2.3746798038482666 (2.352257331212362) | > loss_kl: 3.4091579914093018 (3.3960944016774497) | > loss_feat: 7.4949493408203125 (6.947015126546224) | > loss_mel: 16.146568298339844 (17.541327158610027) | > loss_duration: 2.3146162033081055 (2.4311599731445312) | > loss_1: 31.739971160888672 (32.667853037516274)  --> STEP: 4 | > loss_disc: 2.4581024646759033 (2.3590200543403625) | > loss_disc_real_0: 0.13100126385688782 (0.09364432748407125) | > loss_disc_real_1: 0.1994778960943222 (0.23326425999403) | > loss_disc_real_2: 0.22614319622516632 (0.20327049866318703) | > loss_disc_real_3: 0.2597523331642151 (0.22154535353183746) | > loss_disc_real_4: 0.2540608048439026 (0.23758943006396294) | > loss_disc_real_5: 0.18608464300632477 (0.17161724343895912) | > loss_0: 2.4581024646759033 (2.3590200543403625) | > loss_gen: 2.2949540615081787 (2.337931513786316) | > loss_kl: 4.036478042602539 (3.556190311908722) | > loss_feat: 5.655272483825684 (6.624079465866089) | > loss_mel: 16.81149673461914 (17.358869552612305) | > loss_duration: 2.434783697128296 (2.4320659041404724) | > loss_1: 31.23298454284668 (32.30913591384888)  --> STEP: 5 | > loss_disc: 2.4216794967651367 (2.3715519428253176) | > loss_disc_real_0: 0.1591041386127472 (0.10673628970980645) | > loss_disc_real_1: 0.2204948216676712 (0.23071037232875824) | > loss_disc_real_2: 0.16097445785999298 (0.19481129050254822) | > loss_disc_real_3: 0.22961470484733582 (0.22315922379493713) | > loss_disc_real_4: 0.26067930459976196 (0.24220740497112275) | > loss_disc_real_5: 0.19889548420906067 (0.17707289159297943) | > loss_0: 2.4216794967651367 (2.3715519428253176) | > loss_gen: 2.356980323791504 (2.3417412757873537) | > loss_kl: 2.672938346862793 (3.3795399188995363) | > loss_feat: 5.6806840896606445 (6.435400390625) | > loss_mel: 18.00799560546875 (17.488694763183595) | > loss_duration: 2.3282358646392822 (2.4112998962402346) | > loss_1: 31.046833038330078 (32.056675338745116)  --> STEP: 6 | > loss_disc: 2.695505380630493 (2.425544182459513) | > loss_disc_real_0: 0.21453219652175903 (0.1247022741784652) | > loss_disc_real_1: 0.2319638878107071 (0.23091929157574972) | > loss_disc_real_2: 0.24881842732429504 (0.20381247997283936) | > loss_disc_real_3: 0.2788049578666687 (0.2324335128068924) | > loss_disc_real_4: 0.23359209299087524 (0.24077151964108148) | > loss_disc_real_5: 0.23530380427837372 (0.18677804370721182) | > loss_0: 2.695505380630493 (2.425544182459513) | > loss_gen: 2.155478000640869 (2.310697396596273) | > loss_kl: 3.348066806793213 (3.374294400215149) | > loss_feat: 5.126331329345703 (6.217222213745117) | > loss_mel: 16.56995964050293 (17.335572242736816) | > loss_duration: 2.2343153953552246 (2.381802479426066) | > loss_1: 29.43415069580078 (31.619587898254395)  --> STEP: 7 | > loss_disc: 2.517570972442627 (2.438690866742815) | > loss_disc_real_0: 0.12124426662921906 (0.12420827310000147) | > loss_disc_real_1: 0.2720077335834503 (0.23678906900542124) | > loss_disc_real_2: 0.23900292813777924 (0.20883968685354506) | > loss_disc_real_3: 0.2242027372121811 (0.23125768772193364) | > loss_disc_real_4: 0.22257106006145477 (0.2381714539868491) | > loss_disc_real_5: 0.16608893871307373 (0.1838224572794778) | > loss_0: 2.517570972442627 (2.438690866742815) | > loss_gen: 2.1689815521240234 (2.29045227595738) | > loss_kl: 4.758211612701416 (3.5719968591417586) | > loss_feat: 6.852911949157715 (6.308035033089774) | > loss_mel: 17.651689529418945 (17.38073185511998) | > loss_duration: 2.517681121826172 (2.4012137140546526) | > loss_1: 33.94947814941406 (31.952429362705775)  --> STEP: 8 | > loss_disc: 2.059478759765625 (2.3912893533706665) | > loss_disc_real_0: 0.11008061468601227 (0.12244231579825282) | > loss_disc_real_1: 0.1919514536857605 (0.23118436709046364) | > loss_disc_real_2: 0.14390555024147034 (0.2007229197770357) | > loss_disc_real_3: 0.22438859939575195 (0.23039905168116093) | > loss_disc_real_4: 0.15961718559265137 (0.2283521704375744) | > loss_disc_real_5: 0.1656639724969864 (0.18155264668166637) | > loss_0: 2.059478759765625 (2.3912893533706665) | > loss_gen: 2.6139981746673584 (2.3308955132961273) | > loss_kl: 3.1141397953033447 (3.514764726161957) | > loss_feat: 11.554976463317871 (6.963902711868286) | > loss_mel: 20.225736618041992 (17.73635745048523) | > loss_duration: 2.3150076866149902 (2.390437960624695) | > loss_1: 39.823856353759766 (32.936357736587524)  --> STEP: 9 | > loss_disc: 2.7025649547576904 (2.425875531302558) | > loss_disc_real_0: 0.16170065104961395 (0.12680435304840407) | > loss_disc_real_1: 0.23470178246498108 (0.23157519102096558) | > loss_disc_real_2: 0.2417030781507492 (0.20527627070744833) | > loss_disc_real_3: 0.3008863925933838 (0.2382309784491857) | > loss_disc_real_4: 0.26670461893081665 (0.2326135536034902) | > loss_disc_real_5: 0.31468650698661804 (0.196345297826661) | > loss_0: 2.7025649547576904 (2.425875531302558) | > loss_gen: 2.5459482669830322 (2.3547902637057834) | > loss_kl: 2.692747116088867 (3.4234294361538358) | > loss_feat: 6.942598342895508 (6.9615355597601996) | > loss_mel: 17.42874526977539 (17.702178319295246) | > loss_duration: 2.178804397583008 (2.36692312028673) | > loss_1: 31.788843154907227 (32.808856116400825)  --> STEP: 10 | > loss_disc: 2.438817262649536 (2.4271697044372558) | > loss_disc_real_0: 0.13131004571914673 (0.12725492231547833) | > loss_disc_real_1: 0.18725816905498505 (0.22714348882436752) | > loss_disc_real_2: 0.22853174805641174 (0.20760181844234465) | > loss_disc_real_3: 0.23711781203746796 (0.23811966180801392) | > loss_disc_real_4: 0.2675306797027588 (0.23610526621341704) | > loss_disc_real_5: 0.2850940525531769 (0.20522017329931258) | > loss_0: 2.438817262649536 (2.4271697044372558) | > loss_gen: 2.3262336254119873 (2.3519345998764036) | > loss_kl: 2.8564624786376953 (3.3667327404022216) | > loss_feat: 5.250818729400635 (6.790463876724243) | > loss_mel: 17.619714736938477 (17.69393196105957) | > loss_duration: 2.313441753387451 (2.361574983596802) | > loss_1: 30.366670608520508 (32.56463756561279)  --> STEP: 11 | > loss_disc: 2.5563182830810547 (2.438910484313965) | > loss_disc_real_0: 0.13613007962703705 (0.1280617547983473) | > loss_disc_real_1: 0.1897040754556656 (0.22373990579084915) | > loss_disc_real_2: 0.1927901655435562 (0.2062553045424548) | > loss_disc_real_3: 0.21949315071105957 (0.2364263426173817) | > loss_disc_real_4: 0.2243838757276535 (0.23503968526016583) | > loss_disc_real_5: 0.271157830953598 (0.21121450581333853) | > loss_0: 2.5563182830810547 (2.438910484313965) | > loss_gen: 2.0898637771606445 (2.3281099796295166) | > loss_kl: 3.8337182998657227 (3.4091859730807217) | > loss_feat: 6.449927806854248 (6.759506052190607) | > loss_mel: 16.127756118774414 (17.55155233903365) | > loss_duration: 2.561133861541748 (2.379716699773615) | > loss_1: 31.062400817871094 (32.42807058854537)  --> STEP: 12 | > loss_disc: 2.515786647796631 (2.4453168312708535) | > loss_disc_real_0: 0.10985022038221359 (0.12654412693033615) | > loss_disc_real_1: 0.21698220074176788 (0.22317676370342573) | > loss_disc_real_2: 0.23001401126384735 (0.20823519676923752) | > loss_disc_real_3: 0.24282872676849365 (0.23695987462997437) | > loss_disc_real_4: 0.22376669943332672 (0.2341002697745959) | > loss_disc_real_5: 0.18458706140518188 (0.20899555211265883) | > loss_0: 2.515786647796631 (2.4453168312708535) | > loss_gen: 2.079068899154663 (2.3073565562566123) | > loss_kl: 2.8526265621185303 (3.362806022167206) | > loss_feat: 6.64712381362915 (6.750140865643819) | > loss_mel: 15.693745613098145 (17.396735111872356) | > loss_duration: 2.2611782550811768 (2.3698384960492453) | > loss_1: 29.53374481201172 (32.18687677383423)  --> STEP: 13 | > loss_disc: 2.5755112171173096 (2.4553317840282736) | > loss_disc_real_0: 0.1915014684200287 (0.13154084550646636) | > loss_disc_real_1: 0.21188154816627502 (0.22230790096979874) | > loss_disc_real_2: 0.2489112913608551 (0.21136412712243888) | > loss_disc_real_3: 0.2977181375026703 (0.24163358715864328) | > loss_disc_real_4: 0.25956490635871887 (0.23605908797337458) | > loss_disc_real_5: 0.247202530503273 (0.21193455045039838) | > loss_0: 2.5755112171173096 (2.4553317840282736) | > loss_gen: 2.35355806350708 (2.310910518352802) | > loss_kl: 3.0343077182769775 (3.3375369218679576) | > loss_feat: 5.855101585388184 (6.681291690239539) | > loss_mel: 16.8770751953125 (17.356761272136982) | > loss_duration: 2.3087377548217773 (2.365138439031748) | > loss_1: 30.42877960205078 (32.051638529850884)  --> STEP: 14 | > loss_disc: 2.723942279815674 (2.4745182480130876) | > loss_disc_real_0: 0.08534971624612808 (0.1282414791307279) | > loss_disc_real_1: 0.28973084688186646 (0.2271238256778036) | > loss_disc_real_2: 0.22749099135398865 (0.212516045996121) | > loss_disc_real_3: 0.27024558186531067 (0.24367730106626237) | > loss_disc_real_4: 0.27142128348350525 (0.23858495908124105) | > loss_disc_real_5: 0.2573898732662201 (0.21518135922295706) | > loss_0: 2.723942279815674 (2.4745182480130876) | > loss_gen: 2.0046887397766113 (2.2890375341687883) | > loss_kl: 3.742621660232544 (3.3664715460368564) | > loss_feat: 6.609268665313721 (6.676147188459124) | > loss_mel: 18.725830078125 (17.454551901136124) | > loss_duration: 2.418452739715576 (2.368946603366307) | > loss_1: 33.50086212158203 (32.15515450068882)  --> STEP: 15 | > loss_disc: 2.5223472118377686 (2.4777068456013995) | > loss_disc_real_0: 0.18271887302398682 (0.13187330539027847) | > loss_disc_real_1: 0.24229970574378967 (0.22813555101553598) | > loss_disc_real_2: 0.17253153026103973 (0.20985041161378223) | > loss_disc_real_3: 0.24778792262077332 (0.24395134250322978) | > loss_disc_real_4: 0.18525700271129608 (0.2350297619899114) | > loss_disc_real_5: 0.23778221011161804 (0.21668808261553446) | > loss_0: 2.5223472118377686 (2.4777068456013995) | > loss_gen: 2.308936595916748 (2.290364138285319) | > loss_kl: 3.569417715072632 (3.3800012906392416) | > loss_feat: 9.094748497009277 (6.837387275695801) | > loss_mel: 18.001798629760742 (17.49103501637777) | > loss_duration: 2.377995491027832 (2.369549862543742) | > loss_1: 35.35289764404297 (32.368337376912436)  --> STEP: 16 | > loss_disc: 2.638732671737671 (2.4877709597349167) | > loss_disc_real_0: 0.14046190679073334 (0.1324100929778069) | > loss_disc_real_1: 0.32603195309638977 (0.23425407614558935) | > loss_disc_real_2: 0.25517144799232483 (0.21268297638744116) | > loss_disc_real_3: 0.23647189140319824 (0.2434838768094778) | > loss_disc_real_4: 0.23230130970478058 (0.23485923372209072) | > loss_disc_real_5: 0.22477595508098602 (0.2171935746446252) | > loss_0: 2.638732671737671 (2.4877709597349167) | > loss_gen: 2.2671890258789062 (2.288915693759918) | > loss_kl: 2.757333278656006 (3.3410845398902893) | > loss_feat: 5.496716499328613 (6.753595352172852) | > loss_mel: 15.564107894897461 (17.370602071285248) | > loss_duration: 2.3679986000061035 (2.3694529086351395) | > loss_1: 28.453344345092773 (32.123650312423706)  --> STEP: 17 | > loss_disc: 2.5550293922424316 (2.4917273381177116) | > loss_disc_real_0: 0.1686825454235077 (0.13454376665108342) | > loss_disc_real_1: 0.25881674885749817 (0.23569893924628987) | > loss_disc_real_2: 0.2604048550128937 (0.21549014571835012) | > loss_disc_real_3: 0.25972017645835876 (0.24443895325941198) | > loss_disc_real_4: 0.2213882952928543 (0.23406682557919445) | > loss_disc_real_5: 0.3221306800842285 (0.22336634555283716) | > loss_0: 2.5550293922424316 (2.4917273381177116) | > loss_gen: 2.483668088912964 (2.300371717004215) | > loss_kl: 2.7201428413391113 (3.304558557622573) | > loss_feat: 6.131464004516602 (6.716999390546014) | > loss_mel: 15.940350532531738 (17.28646962782916) | > loss_duration: 2.467466115951538 (2.375218391418457) | > loss_1: 29.743091583251953 (31.983617446001837)  --> STEP: 18 | > loss_disc: 2.5062928199768066 (2.492536531554328) | > loss_disc_real_0: 0.11435388028621674 (0.13342210629747972) | > loss_disc_real_1: 0.2470274567604065 (0.23632830133040747) | > loss_disc_real_2: 0.2200867086648941 (0.21574551032649147) | > loss_disc_real_3: 0.20928135514259338 (0.24248575336403316) | > loss_disc_real_4: 0.2157672792673111 (0.23305018411742318) | > loss_disc_real_5: 0.20195156335830688 (0.2221766354309188) | > loss_0: 2.5062928199768066 (2.492536531554328) | > loss_gen: 2.222226142883301 (2.29603029621972) | > loss_kl: 3.1961772441864014 (3.2985373735427856) | > loss_feat: 8.019488334655762 (6.789359887440999) | > loss_mel: 17.954504013061523 (17.323582649230957) | > loss_duration: 2.2741379737854004 (2.369602812661065) | > loss_1: 33.666534423828125 (32.07711283365885)  --> STEP: 19 | > loss_disc: 2.4843385219573975 (2.492105057365016) | > loss_disc_real_0: 0.11383169889450073 (0.1323910322236387) | > loss_disc_real_1: 0.18355394899845123 (0.23355070383925186) | > loss_disc_real_2: 0.1496940404176712 (0.21226911717339567) | > loss_disc_real_3: 0.1976034939289093 (0.24012352918323718) | > loss_disc_real_4: 0.20324452221393585 (0.2314814650698712) | > loss_disc_real_5: 0.16495627164840698 (0.21916503733710238) | > loss_0: 2.4843385219573975 (2.492105057365016) | > loss_gen: 2.0403196811676025 (2.282571842795924) | > loss_kl: 2.424483060836792 (3.2525345149793123) | > loss_feat: 9.427129745483398 (6.928189879969547) | > loss_mel: 17.737438201904297 (17.34536452042429) | > loss_duration: 2.3700621128082275 (2.369626986353021) | > loss_1: 33.99943161010742 (32.178287506103516)  --> STEP: 20 | > loss_disc: 2.3208231925964355 (2.483540964126587) | > loss_disc_real_0: 0.1650475263595581 (0.13402385693043467) | > loss_disc_real_1: 0.249080628156662 (0.23432720005512236) | > loss_disc_real_2: 0.2987343370914459 (0.21659237816929816) | > loss_disc_real_3: 0.23610328137874603 (0.23992251679301263) | > loss_disc_real_4: 0.22824248671531677 (0.23131951615214347) | > loss_disc_real_5: 0.17922648787498474 (0.2171681098639965) | > loss_0: 2.3208231925964355 (2.483540964126587) | > loss_gen: 2.6581592559814453 (2.3013512134552) | > loss_kl: 2.3332064151763916 (3.206568109989166) | > loss_feat: 7.087882995605469 (6.936174535751343) | > loss_mel: 18.446674346923828 (17.40043001174927) | > loss_duration: 2.318993091583252 (2.3670952916145325) | > loss_1: 32.84491729736328 (32.211618995666505)  --> STEP: 21 | > loss_disc: 2.2322587966918945 (2.471575146629697) | > loss_disc_real_0: 0.12275155633687973 (0.13348708071169396) | > loss_disc_real_1: 0.30865809321403503 (0.23786676639602297) | > loss_disc_real_2: 0.17674492299556732 (0.21469488030388242) | > loss_disc_real_3: 0.1984431892633438 (0.23794731072017125) | > loss_disc_real_4: 0.23326751589775085 (0.23141227804479145) | > loss_disc_real_5: 0.13989600539207458 (0.21348848584152402) | > loss_0: 2.2322587966918945 (2.471575146629697) | > loss_gen: 2.489454984664917 (2.3103085358937583) | > loss_kl: 2.0321714878082275 (3.1506444613138833) | > loss_feat: 5.842268943786621 (6.884083793276832) | > loss_mel: 16.343935012817383 (17.350120726085844) | > loss_duration: 2.1628503799438477 (2.357369343439738) | > loss_1: 28.870681762695312 (32.0525267464774)  --> STEP: 22 | > loss_disc: 2.386888265609741 (2.4677257429469717) | > loss_disc_real_0: 0.17665645480155945 (0.13544932498850604) | > loss_disc_real_1: 0.25461384654045105 (0.2386279973116788) | > loss_disc_real_2: 0.2691616117954254 (0.21717064082622528) | > loss_disc_real_3: 0.282428115606308 (0.23996916548772293) | > loss_disc_real_4: 0.22399505972862244 (0.23107513175769287) | > loss_disc_real_5: 0.16516095399856567 (0.2112917798486623) | > loss_0: 2.386888265609741 (2.4677257429469717) | > loss_gen: 2.4404330253601074 (2.316223285414956) | > loss_kl: 2.4894449710845947 (3.120589939030734) | > loss_feat: 6.180056571960449 (6.8520825559442695) | > loss_mel: 16.655691146850586 (17.318555745211516) | > loss_duration: 2.216993570327759 (2.3509886264801025) | > loss_1: 29.98261833190918 (31.958440000360664)  --> STEP: 23 | > loss_disc: 2.83314847946167 (2.483613688012828) | > loss_disc_real_0: 0.2504011392593384 (0.1404472299568031) | > loss_disc_real_1: 0.33305367827415466 (0.24273346170135165) | > loss_disc_real_2: 0.2216147482395172 (0.21736386288767276) | > loss_disc_real_3: 0.28424277901649475 (0.24189410520636517) | > loss_disc_real_4: 0.2462816834449768 (0.23173628617887912) | > loss_disc_real_5: 0.2368251085281372 (0.21240192457385684) | > loss_0: 2.83314847946167 (2.483613688012828) | > loss_gen: 2.078404426574707 (2.3058833350305976) | > loss_kl: 2.5321409702301025 (3.0950052012567935) | > loss_feat: 4.902114391326904 (6.7673013313956885) | > loss_mel: 16.641014099121094 (17.2890974127728) | > loss_duration: 2.2806177139282227 (2.3479290215865425) | > loss_1: 28.43429183959961 (31.805216167284094)  --> STEP: 24 | > loss_disc: 2.54911732673645 (2.4863430062929788) | > loss_disc_real_0: 0.1519465148448944 (0.14092636682714024) | > loss_disc_real_1: 0.2796197831630707 (0.24427039176225662) | > loss_disc_real_2: 0.19883506000041962 (0.2165918294340372) | > loss_disc_real_3: 0.2855561375617981 (0.2437133565545082) | > loss_disc_real_4: 0.29385852813720703 (0.23432471292714277) | > loss_disc_real_5: 0.2618913948535919 (0.2144639858355125) | > loss_0: 2.54911732673645 (2.4863430062929788) | > loss_gen: 2.2986810207366943 (2.305583238601685) | > loss_kl: 2.5110485553741455 (3.0706736743450165) | > loss_feat: 5.266917705535889 (6.704785346984863) | > loss_mel: 18.52407455444336 (17.34055479367574) | > loss_duration: 2.424757480621338 (2.351130207379659) | > loss_1: 31.02547836303711 (31.772727092107136)  --> STEP: 25 | > loss_disc: 2.4687137603759766 (2.485637836456299) | > loss_disc_real_0: 0.13983845710754395 (0.1408828504383564) | > loss_disc_real_1: 0.2259284406900406 (0.24353671371936797) | > loss_disc_real_2: 0.2642071843147278 (0.21849644362926482) | > loss_disc_real_3: 0.2235352247953415 (0.24290623128414154) | > loss_disc_real_4: 0.22183744609355927 (0.23382522225379943) | > loss_disc_real_5: 0.24903734028339386 (0.21584692001342773) | > loss_0: 2.4687137603759766 (2.485637836456299) | > loss_gen: 2.2595930099487305 (2.303743629455567) | > loss_kl: 3.3465850353240967 (3.0817101287841795) | > loss_feat: 6.828711032867432 (6.709742374420166) | > loss_mel: 17.20191764831543 (17.335009307861327) | > loss_duration: 2.4312334060668945 (2.3543343353271484) | > loss_1: 32.06803894042969 (31.78453956604004)  --> STEP: 26 | > loss_disc: 2.180189609527588 (2.4738898277282715) | > loss_disc_real_0: 0.15486972033977509 (0.14142080697302636) | > loss_disc_real_1: 0.11043383181095123 (0.2384173721075058) | > loss_disc_real_2: 0.07777701318264008 (0.2130841578428562) | > loss_disc_real_3: 0.10820984840393066 (0.2377256011733642) | > loss_disc_real_4: 0.0574643574655056 (0.2270421120696343) | > loss_disc_real_5: 0.048976246267557144 (0.2094288171770481) | > loss_0: 2.180189609527588 (2.4738898277282715) | > loss_gen: 1.883360505104065 (2.28757504774974) | > loss_kl: 2.413029670715332 (3.0559916496276855) | > loss_feat: 18.86702537536621 (7.17733018214886) | > loss_mel: 22.0755558013916 (17.517338019150955) | > loss_duration: 2.3368093967437744 (2.353660299227788) | > loss_1: 47.57578659057617 (32.39189522082989) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025209463559664213 (-2.3502569932204193e-05) | > avg_loss_disc: 2.4738898277282715 (-0.005409946808448307) | > avg_loss_disc_real_0: 0.14142080697302636 (-0.07481817829494292) | > avg_loss_disc_real_1: 0.2384173721075058 (+0.043665968741361916) | > avg_loss_disc_real_2: 0.2130841578428562 (-0.0030986380118590007) | > avg_loss_disc_real_3: 0.2377256011733642 (-0.006837990994636833) | > avg_loss_disc_real_4: 0.2270421120696343 (-0.03954703890933439) | > avg_loss_disc_real_5: 0.2094288171770481 (-0.03470043307886675) | > avg_loss_0: 2.4738898277282715 (-0.005409946808448307) | > avg_loss_gen: 2.28757504774974 (-0.21455798240808255) | > avg_loss_kl: 3.0559916496276855 (-0.10890653500190162) | > avg_loss_feat: 7.17733018214886 (-0.002144226661095594) | > avg_loss_mel: 17.517338019150955 (+0.523150260631855) | > avg_loss_duration: 2.353660299227788 (+0.0008078079957227757) | > avg_loss_1: 32.39189522082989 (+0.19834907238300303)  > EPOCH: 833/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:07:08)   --> TIME: 2024-06-12 04:07:12 -- STEP: 9/330 -- GLOBAL_STEP: 362900 | > loss_disc: 2.3713033199310303 (2.3510906961229114) | > loss_disc_real_0: 0.10109496116638184 (0.10142411291599274) | > loss_disc_real_1: 0.2252877950668335 (0.19520489540365007) | > loss_disc_real_2: 0.24394220113754272 (0.20623174806435904) | > loss_disc_real_3: 0.20223571360111237 (0.23000338839160073) | > loss_disc_real_4: 0.21422483026981354 (0.2284358905421363) | > loss_disc_real_5: 0.19287650287151337 (0.22279680603080326) | > loss_0: 2.3713033199310303 (2.3510906961229114) | > grad_norm_0: tensor(8.3590, device='cuda:0') (tensor(6.5747, device='cuda:0')) | > loss_gen: 2.4554169178009033 (2.4734674294789634) | > loss_kl: 2.059575319290161 (1.8729875220192804) | > loss_feat: 6.318382263183594 (6.837312433454725) | > loss_mel: 17.945528030395508 (17.87857288784451) | > loss_duration: 2.0935420989990234 (2.103647655910916) | > loss_1: 30.872446060180664 (31.16598849826389) | > grad_norm_1: tensor(99.9861, device='cuda:0') (tensor(80.2132, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3697 (0.376913415061103) | > loader_time: 0.0027 (0.003134992387559679)  --> TIME: 2024-06-12 04:07:22 -- STEP: 34/330 -- GLOBAL_STEP: 362925 | > loss_disc: 2.3799707889556885 (2.333264792666715) | > loss_disc_real_0: 0.12303599715232849 (0.10316529979600626) | > loss_disc_real_1: 0.21555015444755554 (0.19363621184054544) | > loss_disc_real_2: 0.200908824801445 (0.20501488666324055) | > loss_disc_real_3: 0.20544084906578064 (0.227765749920817) | > loss_disc_real_4: 0.2593076825141907 (0.23384239480775945) | > loss_disc_real_5: 0.24113571643829346 (0.2240687336991815) | > loss_0: 2.3799707889556885 (2.333264792666715) | > grad_norm_0: tensor(12.9930, device='cuda:0') (tensor(8.2393, device='cuda:0')) | > loss_gen: 2.601658344268799 (2.5213838745565975) | > loss_kl: 2.0752604007720947 (1.9086795694687788) | > loss_feat: 7.369253158569336 (6.995878514121561) | > loss_mel: 17.631839752197266 (17.538317568161908) | > loss_duration: 1.968309998512268 (2.0057933190289665) | > loss_1: 31.646320343017578 (30.97005288741168) | > grad_norm_1: tensor(190.2176, device='cuda:0') (tensor(82.3158, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3811 (0.3693630484973683) | > loader_time: 0.0035 (0.003312875242794261)  --> TIME: 2024-06-12 04:07:31 -- STEP: 59/330 -- GLOBAL_STEP: 362950 | > loss_disc: 2.3010218143463135 (2.33281299219293) | > loss_disc_real_0: 0.11374451965093613 (0.10577673654435045) | > loss_disc_real_1: 0.20318260788917542 (0.19573841256610416) | > loss_disc_real_2: 0.21165859699249268 (0.20668048323211025) | > loss_disc_real_3: 0.2163010835647583 (0.22809390092300155) | > loss_disc_real_4: 0.21271079778671265 (0.23152814729739044) | > loss_disc_real_5: 0.2012520432472229 (0.22316115033828607) | > loss_0: 2.3010218143463135 (2.33281299219293) | > grad_norm_0: tensor(6.6911, device='cuda:0') (tensor(8.0252, device='cuda:0')) | > loss_gen: 2.5475571155548096 (2.522832013792912) | > loss_kl: 1.9226990938186646 (1.91587495803833) | > loss_feat: 7.115865707397461 (7.11015063625271) | > loss_mel: 15.772125244140625 (17.481333263849802) | > loss_duration: 1.9369275569915771 (1.9892302003957452) | > loss_1: 29.295175552368164 (31.01942120568227) | > grad_norm_1: tensor(54.9549, device='cuda:0') (tensor(89.6135, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3818 (0.37192054522239554) | > loader_time: 0.0041 (0.003455950041948739)  --> TIME: 2024-06-12 04:07:41 -- STEP: 84/330 -- GLOBAL_STEP: 362975 | > loss_disc: 2.4418206214904785 (2.3537653258868625) | > loss_disc_real_0: 0.10122618824243546 (0.10839747158544404) | > loss_disc_real_1: 0.17093631625175476 (0.19707180240324565) | > loss_disc_real_2: 0.1955392211675644 (0.20983350933307693) | > loss_disc_real_3: 0.2419656217098236 (0.22803565150215513) | > loss_disc_real_4: 0.2594050467014313 (0.23164324551111176) | > loss_disc_real_5: 0.24421292543411255 (0.22382870351984388) | > loss_0: 2.4418206214904785 (2.3537653258868625) | > grad_norm_0: tensor(10.9803, device='cuda:0') (tensor(9.2769, device='cuda:0')) | > loss_gen: 2.3225653171539307 (2.497339251495544) | > loss_kl: 2.1569783687591553 (1.9521841690653847) | > loss_feat: 6.523462295532227 (7.0768178304036455) | > loss_mel: 16.976375579833984 (17.376543067750475) | > loss_duration: 2.0561206340789795 (1.9850047840958547) | > loss_1: 30.03550148010254 (30.887889158158075) | > grad_norm_1: tensor(129.1618, device='cuda:0') (tensor(101.9391, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3702 (0.3732999023937044) | > loader_time: 0.0042 (0.00362035490217663)  --> TIME: 2024-06-12 04:07:50 -- STEP: 109/330 -- GLOBAL_STEP: 363000 | > loss_disc: 2.3132712841033936 (2.3535756277381847) | > loss_disc_real_0: 0.12879493832588196 (0.10966801909951988) | > loss_disc_real_1: 0.18455730378627777 (0.19628981822127595) | > loss_disc_real_2: 0.23789967596530914 (0.21129936731736595) | > loss_disc_real_3: 0.24774661660194397 (0.22837499617983442) | > loss_disc_real_4: 0.24850253760814667 (0.23166210006136412) | > loss_disc_real_5: 0.2221149206161499 (0.22388853761581107) | > loss_0: 2.3132712841033936 (2.3535756277381847) | > grad_norm_0: tensor(8.5378, device='cuda:0') (tensor(9.5484, device='cuda:0')) | > loss_gen: 2.654008150100708 (2.496239957459477) | > loss_kl: 2.058556079864502 (1.9591759837001836) | > loss_feat: 6.608293056488037 (7.026317242088668) | > loss_mel: 17.369707107543945 (17.314868384545) | > loss_duration: 1.9313234090805054 (1.9874868491374023) | > loss_1: 30.621889114379883 (30.784088414743405) | > grad_norm_1: tensor(226.0766, device='cuda:0') (tensor(115.8824, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3753 (0.37344943930249697) | > loader_time: 0.0037 (0.0036996088990377722) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_363000.pth  --> TIME: 2024-06-12 04:08:05 -- STEP: 134/330 -- GLOBAL_STEP: 363025 | > loss_disc: 2.2631659507751465 (2.3620938881119704) | > loss_disc_real_0: 0.07895292341709137 (0.1111498180387625) | > loss_disc_real_1: 0.1948566436767578 (0.19694830010186382) | > loss_disc_real_2: 0.22679419815540314 (0.2110800484000747) | > loss_disc_real_3: 0.2468092441558838 (0.22942510391794035) | > loss_disc_real_4: 0.20981243252754211 (0.2313397253182397) | > loss_disc_real_5: 0.21623416244983673 (0.22372960443816967) | > loss_0: 2.2631659507751465 (2.3620938881119704) | > grad_norm_0: tensor(12.7285, device='cuda:0') (tensor(9.9426, device='cuda:0')) | > loss_gen: 2.603679895401001 (2.4837013358500477) | > loss_kl: 1.9816533327102661 (1.967013451590467) | > loss_feat: 8.029672622680664 (7.006869209346487) | > loss_mel: 17.480426788330078 (17.325973923526593) | > loss_duration: 2.0094876289367676 (1.992081817406327) | > loss_1: 32.10491943359375 (30.7756397617397) | > grad_norm_1: tensor(290.9576, device='cuda:0') (tensor(120.9880, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3609 (0.374373546287195) | > loader_time: 0.0046 (0.0037968834834312326)  --> TIME: 2024-06-12 04:08:14 -- STEP: 159/330 -- GLOBAL_STEP: 363050 | > loss_disc: 2.228414535522461 (2.361933171374244) | > loss_disc_real_0: 0.15059490501880646 (0.11204693658546831) | > loss_disc_real_1: 0.1787935346364975 (0.1960195938371262) | > loss_disc_real_2: 0.1804058998823166 (0.2111483358737058) | > loss_disc_real_3: 0.19832643866539001 (0.2290402446527901) | > loss_disc_real_4: 0.20718565583229065 (0.23092754091481743) | > loss_disc_real_5: 0.17304456233978271 (0.22345269494836437) | > loss_0: 2.228414535522461 (2.361933171374244) | > grad_norm_0: tensor(11.0337, device='cuda:0') (tensor(10.9364, device='cuda:0')) | > loss_gen: 2.6112611293792725 (2.4785727180025114) | > loss_kl: 2.064300775527954 (1.9694832465933554) | > loss_feat: 7.645452976226807 (6.981453328762413) | > loss_mel: 17.041202545166016 (17.26920136265785) | > loss_duration: 1.9941082000732422 (1.9959549558987408) | > loss_1: 31.356327056884766 (30.6946656329077) | > grad_norm_1: tensor(86.9311, device='cuda:0') (tensor(135.7613, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3677 (0.37497535591605324) | > loader_time: 0.0064 (0.003918031476578623)  --> TIME: 2024-06-12 04:08:24 -- STEP: 184/330 -- GLOBAL_STEP: 363075 | > loss_disc: 2.3641555309295654 (2.3653287550677433) | > loss_disc_real_0: 0.11395358294248581 (0.112587361637017) | > loss_disc_real_1: 0.2257816046476364 (0.19665840106165924) | > loss_disc_real_2: 0.1902037262916565 (0.2112341672991929) | > loss_disc_real_3: 0.2121003419160843 (0.23005988934765692) | > loss_disc_real_4: 0.22989211976528168 (0.23172588848873324) | > loss_disc_real_5: 0.22710657119750977 (0.22351894033667835) | > loss_0: 2.3641555309295654 (2.3653287550677433) | > grad_norm_0: tensor(15.2889, device='cuda:0') (tensor(12.2664, device='cuda:0')) | > loss_gen: 2.474536418914795 (2.476978799571161) | > loss_kl: 2.0022668838500977 (1.9816426764363828) | > loss_feat: 6.733191013336182 (6.960198003312814) | > loss_mel: 16.129825592041016 (17.217790074970416) | > loss_duration: 2.0345382690429688 (2.003310175693554) | > loss_1: 29.374359130859375 (30.639919768209044) | > grad_norm_1: tensor(330.8553, device='cuda:0') (tensor(154.7109, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3782 (0.3759457935457644) | > loader_time: 0.0042 (0.004006037245626034)  --> TIME: 2024-06-12 04:08:34 -- STEP: 209/330 -- GLOBAL_STEP: 363100 | > loss_disc: 2.486905336380005 (2.3671751193452693) | > loss_disc_real_0: 0.1208091452717781 (0.11374344623259951) | > loss_disc_real_1: 0.20772594213485718 (0.19720212715949734) | > loss_disc_real_2: 0.20487578213214874 (0.21176010662573946) | > loss_disc_real_3: 0.24998268485069275 (0.22958527911793103) | > loss_disc_real_4: 0.2758605480194092 (0.23139185069850757) | > loss_disc_real_5: 0.24667292833328247 (0.2224893942831806) | > loss_0: 2.486905336380005 (2.3671751193452693) | > grad_norm_0: tensor(10.9666, device='cuda:0') (tensor(13.8185, device='cuda:0')) | > loss_gen: 2.4103660583496094 (2.4811009014622445) | > loss_kl: 1.9662151336669922 (1.9930026457070165) | > loss_feat: 6.272800445556641 (6.967963250630209) | > loss_mel: 16.363971710205078 (17.195545899240603) | > loss_duration: 2.1122019290924072 (2.0114752761484915) | > loss_1: 29.12555503845215 (30.64908798801842) | > grad_norm_1: tensor(456.5866, device='cuda:0') (tensor(178.7890, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.3887 (0.37792923233725806) | > loader_time: 0.0046 (0.00410678512171695)  --> TIME: 2024-06-12 04:08:44 -- STEP: 234/330 -- GLOBAL_STEP: 363125 | > loss_disc: 2.3676915168762207 (2.366778150582926) | > loss_disc_real_0: 0.12798289954662323 (0.1145913382498627) | > loss_disc_real_1: 0.2218940705060959 (0.19735579536511344) | > loss_disc_real_2: 0.18649134039878845 (0.21182948701147342) | > loss_disc_real_3: 0.21825529634952545 (0.229629321803904) | > loss_disc_real_4: 0.2216520607471466 (0.23120115022374016) | > loss_disc_real_5: 0.20146487653255463 (0.22220230471884084) | > loss_0: 2.3676915168762207 (2.366778150582926) | > grad_norm_0: tensor(30.8145, device='cuda:0') (tensor(16.5235, device='cuda:0')) | > loss_gen: 2.4322922229766846 (2.4836656863872824) | > loss_kl: 2.053633689880371 (2.0009871853722463) | > loss_feat: 6.319870948791504 (6.96239750405662) | > loss_mel: 16.453166961669922 (17.15400379539555) | > loss_duration: 2.0792899131774902 (2.02076723585781) | > loss_1: 29.338254928588867 (30.621821427956604) | > grad_norm_1: tensor(119.3133, device='cuda:0') (tensor(203.7044, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.4163 (0.380431823241405) | > loader_time: 0.0049 (0.004223724715730063)  --> TIME: 2024-06-12 04:08:55 -- STEP: 259/330 -- GLOBAL_STEP: 363150 | > loss_disc: 2.3153023719787598 (2.3690513883318234) | > loss_disc_real_0: 0.14010116457939148 (0.1158978299859868) | > loss_disc_real_1: 0.22285743057727814 (0.19780434737104244) | > loss_disc_real_2: 0.20028764009475708 (0.2121053350132865) | > loss_disc_real_3: 0.22715623676776886 (0.2299254751803792) | > loss_disc_real_4: 0.2138778418302536 (0.23120929663245743) | > loss_disc_real_5: 0.21792787313461304 (0.22194005249780116) | > loss_0: 2.3153023719787598 (2.3690513883318234) | > grad_norm_0: tensor(15.8141, device='cuda:0') (tensor(17.6554, device='cuda:0')) | > loss_gen: 2.427828550338745 (2.4856781683373175) | > loss_kl: 1.9991333484649658 (2.0051521513913126) | > loss_feat: 6.805277347564697 (6.981670482738597) | > loss_mel: 17.318851470947266 (17.141729980822234) | > loss_duration: 2.124300956726074 (2.028662579860467) | > loss_1: 30.675392150878906 (30.642893353024043) | > grad_norm_1: tensor(162.7759, device='cuda:0') (tensor(222.8624, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.4183 (0.38408254840659356) | > loader_time: 0.0053 (0.004345331412945014)  --> TIME: 2024-06-12 04:09:07 -- STEP: 284/330 -- GLOBAL_STEP: 363175 | > loss_disc: 2.4464354515075684 (2.3695123002562735) | > loss_disc_real_0: 0.1110699400305748 (0.11685936955708853) | > loss_disc_real_1: 0.23303653299808502 (0.19787767807572654) | > loss_disc_real_2: 0.22905945777893066 (0.21183163226700166) | > loss_disc_real_3: 0.26058056950569153 (0.22999266750166114) | > loss_disc_real_4: 0.28181755542755127 (0.23143438102913574) | > loss_disc_real_5: 0.26132673025131226 (0.22189273055590375) | > loss_0: 2.4464354515075684 (2.3695123002562735) | > grad_norm_0: tensor(28.2625, device='cuda:0') (tensor(18.4136, device='cuda:0')) | > loss_gen: 2.443483591079712 (2.4809750956548773) | > loss_kl: 2.0737202167510986 (2.0132114408721384) | > loss_feat: 6.655385494232178 (6.979382833964388) | > loss_mel: 17.21013069152832 (17.085139365263387) | > loss_duration: 2.1418867111206055 (2.038496221874801) | > loss_1: 30.52460479736328 (30.597204933703786) | > grad_norm_1: tensor(445.2952, device='cuda:0') (tensor(233.7170, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.4401 (0.38987841992311073) | > loader_time: 0.0063 (0.0044950095700546045)  --> TIME: 2024-06-12 04:09:19 -- STEP: 309/330 -- GLOBAL_STEP: 363200 | > loss_disc: 2.2808477878570557 (2.372807070661133) | > loss_disc_real_0: 0.11844928562641144 (0.11794311574940543) | > loss_disc_real_1: 0.19124235212802887 (0.19799163045427945) | > loss_disc_real_2: 0.23960857093334198 (0.2121977165678944) | > loss_disc_real_3: 0.24002604186534882 (0.23014452026307003) | > loss_disc_real_4: 0.22251896560192108 (0.23129138712165426) | > loss_disc_real_5: 0.2094118744134903 (0.22184996813246347) | > loss_0: 2.2808477878570557 (2.372807070661133) | > grad_norm_0: tensor(33.6715, device='cuda:0') (tensor(18.9140, device='cuda:0')) | > loss_gen: 2.532151699066162 (2.4757665661932196) | > loss_kl: 2.1335620880126953 (2.0200411918479646) | > loss_feat: 7.011899948120117 (6.987670636099905) | > loss_mel: 15.184989929199219 (17.04309036353645) | > loss_duration: 2.212462902069092 (2.0502080442835986) | > loss_1: 29.0750675201416 (30.57677678228582) | > grad_norm_1: tensor(593.0726, device='cuda:0') (tensor(245.1311, device='cuda:0')) | > current_lr_0: 0.00018022135731153992 | > current_lr_1: 0.00018022135731153992 | > step_time: 0.5042 (0.39748198160461623) | > loader_time: 0.0073 (0.004694354572728226)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.458099603652954 (2.458099603652954) | > loss_disc_real_0: 0.11118392646312714 (0.11118392646312714) | > loss_disc_real_1: 0.18850846588611603 (0.18850846588611603) | > loss_disc_real_2: 0.21912190318107605 (0.21912190318107605) | > loss_disc_real_3: 0.27352386713027954 (0.27352386713027954) | > loss_disc_real_4: 0.23414623737335205 (0.23414623737335205) | > loss_disc_real_5: 0.20107518136501312 (0.20107518136501312) | > loss_0: 2.458099603652954 (2.458099603652954) | > loss_gen: 2.287975311279297 (2.287975311279297) | > loss_kl: 2.6491785049438477 (2.6491785049438477) | > loss_feat: 8.59363842010498 (8.59363842010498) | > loss_mel: 17.886228561401367 (17.886228561401367) | > loss_duration: 3.110219717025757 (3.110219717025757) | > loss_1: 34.52724075317383 (34.52724075317383)  --> STEP: 1 | > loss_disc: 2.294163465499878 (2.294163465499878) | > loss_disc_real_0: 0.11348244547843933 (0.11348244547843933) | > loss_disc_real_1: 0.17901448905467987 (0.17901448905467987) | > loss_disc_real_2: 0.2021704763174057 (0.2021704763174057) | > loss_disc_real_3: 0.22852307558059692 (0.22852307558059692) | > loss_disc_real_4: 0.22764696180820465 (0.22764696180820465) | > loss_disc_real_5: 0.24201631546020508 (0.24201631546020508) | > loss_0: 2.294163465499878 (2.294163465499878) | > loss_gen: 2.376920461654663 (2.376920461654663) | > loss_kl: 3.5076498985290527 (3.5076498985290527) | > loss_feat: 5.919112205505371 (5.919112205505371) | > loss_mel: 17.398591995239258 (17.398591995239258) | > loss_duration: 2.4459095001220703 (2.4459095001220703) | > loss_1: 31.648183822631836 (31.648183822631836)  --> STEP: 2 | > loss_disc: 2.426858425140381 (2.3605109453201294) | > loss_disc_real_0: 0.12246567010879517 (0.11797405779361725) | > loss_disc_real_1: 0.2668440043926239 (0.22292924672365189) | > loss_disc_real_2: 0.2652173340320587 (0.2336939051747322) | > loss_disc_real_3: 0.2856270670890808 (0.25707507133483887) | > loss_disc_real_4: 0.24396178126335144 (0.23580437153577805) | > loss_disc_real_5: 0.2564992904663086 (0.24925780296325684) | > loss_0: 2.426858425140381 (2.3605109453201294) | > loss_gen: 2.7925734519958496 (2.5847469568252563) | > loss_kl: 3.8070359230041504 (3.6573429107666016) | > loss_feat: 6.001657962799072 (5.960385084152222) | > loss_mel: 17.14780044555664 (17.27319622039795) | > loss_duration: 2.6502904891967773 (2.548099994659424) | > loss_1: 32.399356842041016 (32.023770332336426)  --> STEP: 3 | > loss_disc: 2.0385074615478516 (2.25317645072937) | > loss_disc_real_0: 0.08893938362598419 (0.10829583307107289) | > loss_disc_real_1: 0.18097145855426788 (0.2089433173338572) | > loss_disc_real_2: 0.16443051397800446 (0.21060610810915628) | > loss_disc_real_3: 0.2392776608467102 (0.25114260117212933) | > loss_disc_real_4: 0.26703593134880066 (0.24621489147345224) | > loss_disc_real_5: 0.24757643043994904 (0.24869734545548758) | > loss_0: 2.0385074615478516 (2.25317645072937) | > loss_gen: 2.76196551322937 (2.643819808959961) | > loss_kl: 4.060263633728027 (3.79164981842041) | > loss_feat: 7.550256729125977 (6.490342299143474) | > loss_mel: 18.295228958129883 (17.613873799641926) | > loss_duration: 2.3660190105438232 (2.487406333287557) | > loss_1: 35.03373718261719 (33.027092615763344)  --> STEP: 4 | > loss_disc: 2.3769116401672363 (2.2841102480888367) | > loss_disc_real_0: 0.16904735565185547 (0.12348371371626854) | > loss_disc_real_1: 0.17711187899112701 (0.20098545774817467) | > loss_disc_real_2: 0.21644839644432068 (0.2120666801929474) | > loss_disc_real_3: 0.2544122040271759 (0.25196000188589096) | > loss_disc_real_4: 0.1964973509311676 (0.2337855063378811) | > loss_disc_real_5: 0.14590591192245483 (0.22299948707222939) | > loss_0: 2.3769116401672363 (2.2841102480888367) | > loss_gen: 2.356457233428955 (2.5719791650772095) | > loss_kl: 3.9463741779327393 (3.8303309082984924) | > loss_feat: 8.309593200683594 (6.945155024528503) | > loss_mel: 16.947376251220703 (17.44724941253662) | > loss_duration: 2.3772149085998535 (2.459858477115631) | > loss_1: 33.937015533447266 (33.254573345184326)  --> STEP: 5 | > loss_disc: 2.4193902015686035 (2.31116623878479) | > loss_disc_real_0: 0.1346782147884369 (0.12572261393070222) | > loss_disc_real_1: 0.21219956874847412 (0.20322827994823456) | > loss_disc_real_2: 0.23258954286575317 (0.21617125272750853) | > loss_disc_real_3: 0.2485915720462799 (0.25128631591796874) | > loss_disc_real_4: 0.20614029467105865 (0.2282564640045166) | > loss_disc_real_5: 0.19707588851451874 (0.21781476736068725) | > loss_0: 2.4193902015686035 (2.31116623878479) | > loss_gen: 2.225597381591797 (2.502702808380127) | > loss_kl: 2.634145736694336 (3.591093873977661) | > loss_feat: 6.003918647766113 (6.756907749176025) | > loss_mel: 17.62743377685547 (17.48328628540039) | > loss_duration: 2.348700523376465 (2.4376268863677977) | > loss_1: 30.839797973632812 (32.77161827087402)  --> STEP: 6 | > loss_disc: 2.5577025413513184 (2.352255622545878) | > loss_disc_real_0: 0.08563369512557983 (0.11904112746318181) | > loss_disc_real_1: 0.1941831260919571 (0.20172075430552164) | > loss_disc_real_2: 0.19497478008270264 (0.21263850728670755) | > loss_disc_real_3: 0.26551562547683716 (0.25365786751111347) | > loss_disc_real_4: 0.20008160173892975 (0.2235606536269188) | > loss_disc_real_5: 0.2280353158712387 (0.21951819211244583) | > loss_0: 2.5577025413513184 (2.352255622545878) | > loss_gen: 1.9413319826126099 (2.4091410040855408) | > loss_kl: 3.174700975418091 (3.521695057551066) | > loss_feat: 5.145002841949463 (6.488256931304932) | > loss_mel: 18.18844985961914 (17.600813547770183) | > loss_duration: 2.206501007080078 (2.3991059064865112) | > loss_1: 30.655986785888672 (32.419013023376465)  --> STEP: 7 | > loss_disc: 2.457949161529541 (2.367354699543544) | > loss_disc_real_0: 0.20829665660858154 (0.13179191734109605) | > loss_disc_real_1: 0.26352253556251526 (0.2105495801993779) | > loss_disc_real_2: 0.24633292853832245 (0.21745199603693827) | > loss_disc_real_3: 0.26475757360458374 (0.25524353981018066) | > loss_disc_real_4: 0.2901989221572876 (0.23308040627411433) | > loss_disc_real_5: 0.26093053817749023 (0.2254342415503093) | > loss_0: 2.457949161529541 (2.367354699543544) | > loss_gen: 2.751744270324707 (2.458084327833993) | > loss_kl: 4.644962310791016 (3.682161808013916) | > loss_feat: 5.30374002456665 (6.31904023034232) | > loss_mel: 16.16221809387207 (17.395299911499023) | > loss_duration: 2.525331974029541 (2.4171382018498013) | > loss_1: 31.38799476623535 (32.271724700927734)  --> STEP: 8 | > loss_disc: 2.2255754470825195 (2.349632292985916) | > loss_disc_real_0: 0.14315524697303772 (0.13321233354508877) | > loss_disc_real_1: 0.15801860392093658 (0.20398320816457272) | > loss_disc_real_2: 0.19848762452602386 (0.21508144959807396) | > loss_disc_real_3: 0.22381353378295898 (0.25131478905677795) | > loss_disc_real_4: 0.2067931443452835 (0.22979449853301048) | > loss_disc_real_5: 0.20448735356330872 (0.22281588055193424) | > loss_0: 2.2255754470825195 (2.349632292985916) | > loss_gen: 2.3807432651519775 (2.448416694998741) | > loss_kl: 3.2946925163269043 (3.6337281465530396) | > loss_feat: 10.46304988861084 (6.837041437625885) | > loss_mel: 20.531190872192383 (17.787286281585693) | > loss_duration: 2.276115655899048 (2.399510383605957) | > loss_1: 38.94579315185547 (33.1059832572937)  --> STEP: 9 | > loss_disc: 2.349583625793457 (2.3496268855200872) | > loss_disc_real_0: 0.09156802296638489 (0.12858518792523277) | > loss_disc_real_1: 0.19514457881450653 (0.2030011382367876) | > loss_disc_real_2: 0.1594191938638687 (0.2088967545164956) | > loss_disc_real_3: 0.21575593948364258 (0.24736380577087402) | > loss_disc_real_4: 0.22151874005794525 (0.2288749698135588) | > loss_disc_real_5: 0.21340972185134888 (0.22177075180742475) | > loss_0: 2.349583625793457 (2.3496268855200872) | > loss_gen: 2.1996166706085205 (2.420772247844272) | > loss_kl: 2.3594369888305664 (3.4921402401394315) | > loss_feat: 8.557842254638672 (7.028241528405084) | > loss_mel: 19.425081253051758 (17.969263500637478) | > loss_duration: 2.1414952278137207 (2.370842032962375) | > loss_1: 34.6834716796875 (33.28125974867079)  --> STEP: 10 | > loss_disc: 2.2239952087402344 (2.337063717842102) | > loss_disc_real_0: 0.072360560297966 (0.1229627251625061) | > loss_disc_real_1: 0.16885662078857422 (0.19958668649196626) | > loss_disc_real_2: 0.18032938241958618 (0.20604001730680466) | > loss_disc_real_3: 0.24351176619529724 (0.24697860181331635) | > loss_disc_real_4: 0.2496805489063263 (0.23095552772283554) | > loss_disc_real_5: 0.21728515625 (0.2213221922516823) | > loss_0: 2.2239952087402344 (2.337063717842102) | > loss_gen: 2.47041654586792 (2.425736677646637) | > loss_kl: 2.679102897644043 (3.4108365058898924) | > loss_feat: 7.499790668487549 (7.07539644241333) | > loss_mel: 16.74420738220215 (17.846757888793945) | > loss_duration: 2.3537139892578125 (2.3691292285919188) | > loss_1: 31.74723243713379 (33.12785701751709)  --> STEP: 11 | > loss_disc: 2.603463649749756 (2.361281893470071) | > loss_disc_real_0: 0.20766527950763702 (0.13066295737569983) | > loss_disc_real_1: 0.21343766152858734 (0.20084586604074997) | > loss_disc_real_2: 0.24156466126441956 (0.20926953039386056) | > loss_disc_real_3: 0.2513020932674408 (0.24737164649096402) | > loss_disc_real_4: 0.2681735157966614 (0.23433898118409244) | > loss_disc_real_5: 0.26059597730636597 (0.22489253634756262) | > loss_0: 2.603463649749756 (2.361281893470071) | > loss_gen: 2.2608394622802734 (2.4107460217042402) | > loss_kl: 3.634770631790161 (3.431194153699008) | > loss_feat: 6.2124714851379395 (6.996948719024658) | > loss_mel: 16.164485931396484 (17.693824074485086) | > loss_duration: 2.504786968231201 (2.381461750377308) | > loss_1: 30.777355194091797 (32.914175033569336)  --> STEP: 12 | > loss_disc: 2.53017520904541 (2.3753563364346824) | > loss_disc_real_0: 0.14989060163497925 (0.1322652610639731) | > loss_disc_real_1: 0.2366100400686264 (0.20382621387640634) | > loss_disc_real_2: 0.21165721118450165 (0.20946850379308066) | > loss_disc_real_3: 0.2696259617805481 (0.24922617276509604) | > loss_disc_real_4: 0.2613288164138794 (0.236588134119908) | > loss_disc_real_5: 0.278735876083374 (0.2293794813255469) | > loss_0: 2.53017520904541 (2.3753563364346824) | > loss_gen: 2.278360366821289 (2.3997138837973275) | > loss_kl: 2.4222512245178223 (3.3471155762672424) | > loss_feat: 4.793806552886963 (6.813353538513184) | > loss_mel: 16.571897506713867 (17.600330193837483) | > loss_duration: 2.268784523010254 (2.3720719814300537) | > loss_1: 28.335102081298828 (32.53258562088013)  --> STEP: 13 | > loss_disc: 2.6586108207702637 (2.3971451429220347) | > loss_disc_real_0: 0.17778633534908295 (0.1357668821628277) | > loss_disc_real_1: 0.28042271733283997 (0.20971825260382432) | > loss_disc_real_2: 0.253612756729126 (0.21286421555739182) | > loss_disc_real_3: 0.28917834162712097 (0.25229941652371335) | > loss_disc_real_4: 0.21922673285007477 (0.23525264171453622) | > loss_disc_real_5: 0.2812291979789734 (0.23336792106811816) | > loss_0: 2.6586108207702637 (2.3971451429220347) | > loss_gen: 2.5554187297821045 (2.4116911796423106) | > loss_kl: 3.2862722873687744 (3.3424353232750525) | > loss_feat: 7.915399551391602 (6.8981263087346) | > loss_mel: 15.919110298156738 (17.471005586477425) | > loss_duration: 2.2518470287323 (2.3628239081456113) | > loss_1: 31.92804527282715 (32.486082517183746)  --> STEP: 14 | > loss_disc: 2.464670419692993 (2.401968376977103) | > loss_disc_real_0: 0.12884093821048737 (0.13527217188051768) | > loss_disc_real_1: 0.1766699254512787 (0.2073576578072139) | > loss_disc_real_2: 0.16534259915351868 (0.2094698143856866) | > loss_disc_real_3: 0.24160848557949066 (0.251535778599126) | > loss_disc_real_4: 0.21345585584640503 (0.23369572843824113) | > loss_disc_real_5: 0.25011342763900757 (0.23456402868032455) | > loss_0: 2.464670419692993 (2.401968376977103) | > loss_gen: 2.254415512084961 (2.400457203388214) | > loss_kl: 3.958061695098877 (3.386408635548183) | > loss_feat: 5.371997356414795 (6.789117097854614) | > loss_mel: 18.85751724243164 (17.570042133331295) | > loss_duration: 2.4231600761413574 (2.3671336344310214) | > loss_1: 32.865150451660156 (32.51315879821777)  --> STEP: 15 | > loss_disc: 2.4904706478118896 (2.407868528366089) | > loss_disc_real_0: 0.11659785360097885 (0.13402721732854844) | > loss_disc_real_1: 0.19395698606967926 (0.2064642796913783) | > loss_disc_real_2: 0.23323525488376617 (0.21105417708555857) | > loss_disc_real_3: 0.30908364057540894 (0.2553723027308782) | > loss_disc_real_4: 0.2446683645248413 (0.23442723751068115) | > loss_disc_real_5: 0.18895353376865387 (0.2315233290195465) | > loss_0: 2.4904706478118896 (2.407868528366089) | > loss_gen: 2.3612613677978516 (2.39784414768219) | > loss_kl: 3.4078900814056396 (3.38784073193868) | > loss_feat: 8.894050598144531 (6.929445997873942) | > loss_mel: 17.959409713745117 (17.59599997202555) | > loss_duration: 2.4139046669006348 (2.370251703262329) | > loss_1: 35.03651809692383 (32.681382751464845)  --> STEP: 16 | > loss_disc: 2.6012277603149414 (2.419953480362892) | > loss_disc_real_0: 0.21614021062850952 (0.139159279409796) | > loss_disc_real_1: 0.25627556443214417 (0.20957748498767614) | > loss_disc_real_2: 0.27549535036087036 (0.21508175041526556) | > loss_disc_real_3: 0.33531132340431213 (0.2603684915229678) | > loss_disc_real_4: 0.29180821776390076 (0.23801354877650738) | > loss_disc_real_5: 0.2921142578125 (0.2353102620691061) | > loss_0: 2.6012277603149414 (2.419953480362892) | > loss_gen: 2.7141735553741455 (2.417614735662937) | > loss_kl: 2.6312973499298096 (3.3405567705631256) | > loss_feat: 7.995442867279053 (6.9960708022117615) | > loss_mel: 14.70869255065918 (17.41554325819015) | > loss_duration: 2.364600896835327 (2.3698985278606415) | > loss_1: 30.414209365844727 (32.539684414863586)  --> STEP: 17 | > loss_disc: 2.3267221450805664 (2.4144692841698143) | > loss_disc_real_0: 0.10130951553583145 (0.1369328227113275) | > loss_disc_real_1: 0.15429899096488953 (0.2063258088686887) | > loss_disc_real_2: 0.1683083027601242 (0.21233037114143372) | > loss_disc_real_3: 0.23902161419391632 (0.25911279285655303) | > loss_disc_real_4: 0.20479810237884521 (0.23605969898840962) | > loss_disc_real_5: 0.2205151915550232 (0.23443996380357182) | > loss_0: 2.3267221450805664 (2.4144692841698143) | > loss_gen: 2.1593475341796875 (2.402422547340393) | > loss_kl: 2.470428228378296 (3.2893727386699005) | > loss_feat: 7.415933609008789 (7.020768614376292) | > loss_mel: 18.41476821899414 (17.474321197060974) | > loss_duration: 2.422607183456421 (2.3729990370133343) | > loss_1: 32.88308334350586 (32.55988435184254)  --> STEP: 18 | > loss_disc: 2.7138891220092773 (2.43110371960534) | > loss_disc_real_0: 0.25513869524002075 (0.14349981562958825) | > loss_disc_real_1: 0.20901179313659668 (0.2064750302169058) | > loss_disc_real_2: 0.22029568254947662 (0.21277288844188055) | > loss_disc_real_3: 0.27419447898864746 (0.259950664308336) | > loss_disc_real_4: 0.2644299268722534 (0.23763582275973427) | > loss_disc_real_5: 0.32907822728157043 (0.23969764510790506) | > loss_0: 2.7138891220092773 (2.43110371960534) | > loss_gen: 2.442080497741699 (2.4046257668071322) | > loss_kl: 3.554414987564087 (3.304097308052911) | > loss_feat: 8.353562355041504 (7.094812711079915) | > loss_mel: 17.74384880065918 (17.48929495281643) | > loss_duration: 2.2301769256591797 (2.3650644752714367) | > loss_1: 34.32408142089844 (32.65789530012343)  --> STEP: 19 | > loss_disc: 2.62567138671875 (2.4413441231376245) | > loss_disc_real_0: 0.056670185178518295 (0.1389298350795319) | > loss_disc_real_1: 0.21073903143405914 (0.2066994513335981) | > loss_disc_real_2: 0.23599115014076233 (0.2139949022155059) | > loss_disc_real_3: 0.25271469354629517 (0.25956982374191284) | > loss_disc_real_4: 0.2926214337348938 (0.24052980228474266) | > loss_disc_real_5: 0.2769206464290619 (0.24165675044059753) | > loss_0: 2.62567138671875 (2.4413441231376245) | > loss_gen: 2.1290719509124756 (2.390122934391624) | > loss_kl: 1.9185062646865845 (3.231171463665209) | > loss_feat: 6.592837333679199 (7.068392954374614) | > loss_mel: 16.968481063842773 (17.461883695502028) | > loss_duration: 2.3320794105529785 (2.3633284192336235) | > loss_1: 29.940975189208984 (32.51489950481214)  --> STEP: 20 | > loss_disc: 2.499354362487793 (2.4442446351051332) | > loss_disc_real_0: 0.1563917100429535 (0.139802928827703) | > loss_disc_real_1: 0.18499326705932617 (0.2056141421198845) | > loss_disc_real_2: 0.2356533408164978 (0.21507782414555549) | > loss_disc_real_3: 0.20852549374103546 (0.25701760724186895) | > loss_disc_real_4: 0.2487630993127823 (0.24094146713614464) | > loss_disc_real_5: 0.28855007886886597 (0.24400141686201096) | > loss_0: 2.499354362487793 (2.4442446351051332) | > loss_gen: 2.2956318855285645 (2.385398381948471) | > loss_kl: 2.554460048675537 (3.1973358929157256) | > loss_feat: 7.360713481903076 (7.083008980751037) | > loss_mel: 18.432401657104492 (17.51040959358215) | > loss_duration: 2.2919647693634033 (2.3597602367401125) | > loss_1: 32.93517303466797 (32.535913181304934)  --> STEP: 21 | > loss_disc: 2.51623272895813 (2.4476726395743236) | > loss_disc_real_0: 0.16727237403392792 (0.14111099764704704) | > loss_disc_real_1: 0.2805502116680145 (0.20918252638408116) | > loss_disc_real_2: 0.31582939624786377 (0.21987551805518923) | > loss_disc_real_3: 0.25505468249320984 (0.25692413463478997) | > loss_disc_real_4: 0.26517149806022644 (0.24209527813252948) | > loss_disc_real_5: 0.23287853598594666 (0.24347175586791264) | > loss_0: 2.51623272895813 (2.4476726395743236) | > loss_gen: 2.507035970687866 (2.3911906480789185) | > loss_kl: 1.94666588306427 (3.1377801781608943) | > loss_feat: 4.875741958618164 (6.977901027316139) | > loss_mel: 16.18538475036621 (17.44731317247663) | > loss_duration: 2.1805996894836426 (2.351228782108852) | > loss_1: 27.6954288482666 (32.30541392735073)  --> STEP: 22 | > loss_disc: 2.8033032417297363 (2.4638376669450244) | > loss_disc_real_0: 0.269605815410614 (0.14695167118175465) | > loss_disc_real_1: 0.2945173680782318 (0.21306138282472437) | > loss_disc_real_2: 0.2524852752685547 (0.22135777974670584) | > loss_disc_real_3: 0.2839559018611908 (0.2581528513268991) | > loss_disc_real_4: 0.2955837845802307 (0.24452657388015228) | > loss_disc_real_5: 0.37536635994911194 (0.2494669651443308) | > loss_0: 2.8033032417297363 (2.4638376669450244) | > loss_gen: 2.3816885948181152 (2.3907587365670637) | > loss_kl: 2.224442958831787 (3.0962648500095713) | > loss_feat: 5.3571672439575195 (6.904231309890747) | > loss_mel: 14.401969909667969 (17.3088884787126) | > loss_duration: 2.1963841915130615 (2.344190391627225) | > loss_1: 26.56165313720703 (32.0443338914351)  --> STEP: 23 | > loss_disc: 2.4024248123168945 (2.461167542830758) | > loss_disc_real_0: 0.1502646505832672 (0.14709571376442912) | > loss_disc_real_1: 0.25562718510627747 (0.21491206988044406) | > loss_disc_real_2: 0.20629021525382996 (0.2207026682470156) | > loss_disc_real_3: 0.2945365011692047 (0.25973474914612976) | > loss_disc_real_4: 0.2803175151348114 (0.2460827017607896) | > loss_disc_real_5: 0.2988671362400055 (0.2516147986702297) | > loss_0: 2.4024248123168945 (2.461167542830758) | > loss_gen: 2.6088128089904785 (2.40023934841156) | > loss_kl: 2.4940428733825684 (3.0700812858083975) | > loss_feat: 6.2291975021362305 (6.87488201390142) | > loss_mel: 17.05472755432129 (17.297838003739063) | > loss_duration: 2.29984712600708 (2.3422624235567837) | > loss_1: 30.686626434326172 (31.985303132430367)  --> STEP: 24 | > loss_disc: 2.5449156761169434 (2.464657048384349) | > loss_disc_real_0: 0.13402056694030762 (0.1465509159800907) | > loss_disc_real_1: 0.22382313013076782 (0.2152833640575409) | > loss_disc_real_2: 0.2588304579257965 (0.22229132615029812) | > loss_disc_real_3: 0.3289112150669098 (0.26261710189282894) | > loss_disc_real_4: 0.27871471643447876 (0.24744236903886) | > loss_disc_real_5: 0.26417988538742065 (0.25213834395011264) | > loss_0: 2.5449156761169434 (2.464657048384349) | > loss_gen: 2.4748003482818604 (2.403346056739489) | > loss_kl: 2.2967417240142822 (3.037858804066976) | > loss_feat: 5.3803558349609375 (6.8126100897789) | > loss_mel: 17.500661849975586 (17.30628899733225) | > loss_duration: 2.432748794555664 (2.3460326890150704) | > loss_1: 30.085308074951172 (31.90613667170207)  --> STEP: 25 | > loss_disc: 2.526296854019165 (2.4671226406097415) | > loss_disc_real_0: 0.16177895665168762 (0.14716003760695456) | > loss_disc_real_1: 0.21152456104755402 (0.2151330119371414) | > loss_disc_real_2: 0.24714526534080505 (0.2232854837179184) | > loss_disc_real_3: 0.31955546140670776 (0.2648946362733841) | > loss_disc_real_4: 0.2712942957878113 (0.24839644610881806) | > loss_disc_real_5: 0.32781797647476196 (0.25516552925109864) | > loss_0: 2.526296854019165 (2.4671226406097415) | > loss_gen: 2.4418632984161377 (2.404886746406555) | > loss_kl: 3.2305874824523926 (3.0455679512023925) | > loss_feat: 5.223937511444092 (6.7490631866455075) | > loss_mel: 13.469155311584473 (17.15280364990234) | > loss_duration: 2.4141788482666016 (2.348758535385132) | > loss_1: 26.779722213745117 (31.70108009338379)  --> STEP: 26 | > loss_disc: 2.429633617401123 (2.4656807551017175) | > loss_disc_real_0: 0.13938330113887787 (0.14686093235818237) | > loss_disc_real_1: 0.2141987532377243 (0.21509707891024077) | > loss_disc_real_2: 0.18122978508472443 (0.22166795684741095) | > loss_disc_real_3: 0.17960558831691742 (0.26161428827505845) | > loss_disc_real_4: 0.24747996032238007 (0.24836119665549353) | > loss_disc_real_5: 0.18186555802822113 (0.25234629958868027) | > loss_0: 2.429633617401123 (2.4656807551017175) | > loss_gen: 2.097705364227295 (2.393072077861199) | > loss_kl: 2.0233802795410156 (3.006253040753878) | > loss_feat: 9.194574356079102 (6.8431213085468) | > loss_mel: 17.392375946044922 (17.162017968984745) | > loss_duration: 2.3005409240722656 (2.3469040118730984) | > loss_1: 33.008575439453125 (31.75136837592492) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025350313920241138 (+1.4085036057692474e-05) | > avg_loss_disc: 2.4656807551017175 (-0.008209072626554015) | > avg_loss_disc_real_0: 0.14686093235818237 (+0.005440125385156008) | > avg_loss_disc_real_1: 0.21509707891024077 (-0.02332029319726503) | > avg_loss_disc_real_2: 0.22166795684741095 (+0.008583799004554749) | > avg_loss_disc_real_3: 0.26161428827505845 (+0.023888687101694256) | > avg_loss_disc_real_4: 0.24836119665549353 (+0.021319084585859238) | > avg_loss_disc_real_5: 0.25234629958868027 (+0.04291748241163218) | > avg_loss_0: 2.4656807551017175 (-0.008209072626554015) | > avg_loss_gen: 2.393072077861199 (+0.10549703011145883) | > avg_loss_kl: 3.006253040753878 (-0.04973860887380743) | > avg_loss_feat: 6.8431213085468 (-0.3342088736020603) | > avg_loss_mel: 17.162017968984745 (-0.3553200501662097) | > avg_loss_duration: 2.3469040118730984 (-0.006756287354689583) | > avg_loss_1: 31.75136837592492 (-0.6405268449049686)  > EPOCH: 834/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:09:51)   --> TIME: 2024-06-12 04:09:53 -- STEP: 4/330 -- GLOBAL_STEP: 363225 | > loss_disc: 2.27803373336792 (2.3445520401000977) | > loss_disc_real_0: 0.08586321771144867 (0.10393599979579449) | > loss_disc_real_1: 0.1716201901435852 (0.19904383271932602) | > loss_disc_real_2: 0.23390772938728333 (0.2060336247086525) | > loss_disc_real_3: 0.20237548649311066 (0.2166673019528389) | > loss_disc_real_4: 0.23240701854228973 (0.23019224032759666) | > loss_disc_real_5: 0.24575957655906677 (0.23517292365431786) | > loss_0: 2.27803373336792 (2.3445520401000977) | > grad_norm_0: tensor(8.8641, device='cuda:0') (tensor(10.2693, device='cuda:0')) | > loss_gen: 2.565065622329712 (2.5349170565605164) | > loss_kl: 1.9263904094696045 (1.9455508887767792) | > loss_feat: 7.771738529205322 (7.00486958026886) | > loss_mel: 18.315109252929688 (18.038623809814453) | > loss_duration: 2.1570358276367188 (2.160800516605377) | > loss_1: 32.73533630371094 (31.684762001037598) | > grad_norm_1: tensor(197.8276, device='cuda:0') (tensor(119.1113, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3546 (0.3899310231208801) | > loader_time: 0.0034 (0.0030328035354614258)  --> TIME: 2024-06-12 04:10:03 -- STEP: 29/330 -- GLOBAL_STEP: 363250 | > loss_disc: 2.4144344329833984 (2.3512280151761806) | > loss_disc_real_0: 0.14233091473579407 (0.10603706101919043) | > loss_disc_real_1: 0.22414974868297577 (0.1972171951984537) | > loss_disc_real_2: 0.19606530666351318 (0.20691489967806587) | > loss_disc_real_3: 0.20777858793735504 (0.2269170787827722) | > loss_disc_real_4: 0.24245522916316986 (0.2356035863531047) | > loss_disc_real_5: 0.2354123890399933 (0.22746682475353108) | > loss_0: 2.4144344329833984 (2.3512280151761806) | > grad_norm_0: tensor(7.8270, device='cuda:0') (tensor(10.3049, device='cuda:0')) | > loss_gen: 2.4765894412994385 (2.5034115889976762) | > loss_kl: 1.8862519264221191 (1.937591371865108) | > loss_feat: 6.8605241775512695 (6.950712088880868) | > loss_mel: 17.3054256439209 (17.474034671125736) | > loss_duration: 1.9794938564300537 (2.0148132463981354) | > loss_1: 30.508285522460938 (30.88056314402613) | > grad_norm_1: tensor(67.7061, device='cuda:0') (tensor(112.3017, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3672 (0.36234852363323344) | > loader_time: 0.0035 (0.0031705313715441473)  --> TIME: 2024-06-12 04:10:12 -- STEP: 54/330 -- GLOBAL_STEP: 363275 | > loss_disc: 2.3533852100372314 (2.349261637087221) | > loss_disc_real_0: 0.11926441639661789 (0.10842361446056101) | > loss_disc_real_1: 0.1996312439441681 (0.19690790993195992) | > loss_disc_real_2: 0.2532097101211548 (0.20751723012438528) | > loss_disc_real_3: 0.24141459167003632 (0.22475297335121366) | > loss_disc_real_4: 0.23723629117012024 (0.23334964144009132) | > loss_disc_real_5: 0.24682779610157013 (0.2249251460587537) | > loss_0: 2.3533852100372314 (2.349261637087221) | > grad_norm_0: tensor(11.6434, device='cuda:0') (tensor(9.8863, device='cuda:0')) | > loss_gen: 2.6624810695648193 (2.4954228268729315) | > loss_kl: 1.7099674940109253 (1.920908479778855) | > loss_feat: 7.317668914794922 (6.9437928288071245) | > loss_mel: 17.952295303344727 (17.331082061485013) | > loss_duration: 1.955306053161621 (1.9935115178426097) | > loss_1: 31.59771728515625 (30.684717990733958) | > grad_norm_1: tensor(63.6379, device='cuda:0') (tensor(100.4218, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3592 (0.361111667421129) | > loader_time: 0.0038 (0.0033431980344984266)  --> TIME: 2024-06-12 04:10:21 -- STEP: 79/330 -- GLOBAL_STEP: 363300 | > loss_disc: 2.3961081504821777 (2.356714508201502) | > loss_disc_real_0: 0.10531419515609741 (0.10992146693641626) | > loss_disc_real_1: 0.19691765308380127 (0.19602544228487376) | > loss_disc_real_2: 0.2247442752122879 (0.2107812552889691) | > loss_disc_real_3: 0.24314741790294647 (0.22721175113810768) | > loss_disc_real_4: 0.24753746390342712 (0.2322144725277454) | > loss_disc_real_5: 0.2378731667995453 (0.2249591288310063) | > loss_0: 2.3961081504821777 (2.356714508201502) | > grad_norm_0: tensor(6.3371, device='cuda:0') (tensor(9.9299, device='cuda:0')) | > loss_gen: 2.552868127822876 (2.489596674713906) | > loss_kl: 2.0005574226379395 (1.955615096454379) | > loss_feat: 7.056971073150635 (6.978033941003341) | > loss_mel: 17.585895538330078 (17.318967022473302) | > loss_duration: 1.945754051208496 (1.9856738214251355) | > loss_1: 31.142047882080078 (30.727886682824245) | > grad_norm_1: tensor(139.3064, device='cuda:0') (tensor(104.6267, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3916 (0.3645779301848593) | > loader_time: 0.0038 (0.0035608176943622057)  --> TIME: 2024-06-12 04:10:31 -- STEP: 104/330 -- GLOBAL_STEP: 363325 | > loss_disc: 2.2943456172943115 (2.3577887049088115) | > loss_disc_real_0: 0.11018098145723343 (0.1105768522605873) | > loss_disc_real_1: 0.19924183189868927 (0.19573877938091755) | > loss_disc_real_2: 0.19584305584430695 (0.21069336224060792) | > loss_disc_real_3: 0.19461601972579956 (0.22766815670407736) | > loss_disc_real_4: 0.22434523701667786 (0.23323971692186135) | > loss_disc_real_5: 0.23411352932453156 (0.22502925246953964) | > loss_0: 2.2943456172943115 (2.3577887049088115) | > grad_norm_0: tensor(6.7310, device='cuda:0') (tensor(9.9929, device='cuda:0')) | > loss_gen: 2.527517795562744 (2.484460445550771) | > loss_kl: 2.17523455619812 (1.9593312511077294) | > loss_feat: 7.163782119750977 (6.967955781863286) | > loss_mel: 17.39815902709961 (17.25919928917519) | > loss_duration: 2.0264482498168945 (1.9877275343124678) | > loss_1: 31.291141510009766 (30.65867442351121) | > grad_norm_1: tensor(138.7576, device='cuda:0') (tensor(108.1932, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3939 (0.3678633708220262) | > loader_time: 0.0039 (0.0037067051117236796)  --> TIME: 2024-06-12 04:10:41 -- STEP: 129/330 -- GLOBAL_STEP: 363350 | > loss_disc: 2.4931793212890625 (2.3602294884910884) | > loss_disc_real_0: 0.09502027183771133 (0.11153976558599361) | > loss_disc_real_1: 0.2038165032863617 (0.19656589315381162) | > loss_disc_real_2: 0.2544609308242798 (0.21009754649428433) | > loss_disc_real_3: 0.2924090027809143 (0.2286920057710751) | > loss_disc_real_4: 0.25521305203437805 (0.2327121862376383) | > loss_disc_real_5: 0.26402875781059265 (0.2246356392784636) | > loss_0: 2.4931793212890625 (2.3602294884910884) | > grad_norm_0: tensor(9.9654, device='cuda:0') (tensor(10.8843, device='cuda:0')) | > loss_gen: 2.3968544006347656 (2.4800891913184815) | > loss_kl: 2.1328847408294678 (1.963778668595839) | > loss_feat: 6.616180896759033 (6.950825336367585) | > loss_mel: 17.334379196166992 (17.23975458071214) | > loss_duration: 1.9848747253417969 (1.991639373838439) | > loss_1: 30.465173721313477 (30.626087262648944) | > grad_norm_1: tensor(51.2066, device='cuda:0') (tensor(126.5547, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.4038 (0.37116055525550545) | > loader_time: 0.0037 (0.003860318383505178)  --> TIME: 2024-06-12 04:10:50 -- STEP: 154/330 -- GLOBAL_STEP: 363375 | > loss_disc: 2.3911690711975098 (2.358369164652638) | > loss_disc_real_0: 0.13808029890060425 (0.11164198789213385) | > loss_disc_real_1: 0.19817987084388733 (0.19632728717156822) | > loss_disc_real_2: 0.22512508928775787 (0.20986697097103318) | > loss_disc_real_3: 0.19212186336517334 (0.2281895780137607) | > loss_disc_real_4: 0.20801858603954315 (0.23171018451065212) | > loss_disc_real_5: 0.21750324964523315 (0.22405545577987449) | > loss_0: 2.3911690711975098 (2.358369164652638) | > grad_norm_0: tensor(36.7043, device='cuda:0') (tensor(12.3379, device='cuda:0')) | > loss_gen: 2.4145736694335938 (2.481556768541212) | > loss_kl: 2.1012072563171387 (1.9723857703146996) | > loss_feat: 7.122162818908691 (6.970871203905576) | > loss_mel: 17.08055877685547 (17.23620071658841) | > loss_duration: 1.998788833618164 (1.994805346835743) | > loss_1: 30.7172908782959 (30.655819905268682) | > grad_norm_1: tensor(436.9566, device='cuda:0') (tensor(152.8546, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3737 (0.3726879993042388) | > loader_time: 0.0046 (0.003956834991256911)  --> TIME: 2024-06-12 04:11:01 -- STEP: 179/330 -- GLOBAL_STEP: 363400 | > loss_disc: 2.3290646076202393 (2.3600916955724105) | > loss_disc_real_0: 0.13038238883018494 (0.1124888215026709) | > loss_disc_real_1: 0.19377398490905762 (0.19598665450538336) | > loss_disc_real_2: 0.21266186237335205 (0.21103631151455074) | > loss_disc_real_3: 0.2351149469614029 (0.22828669063538812) | > loss_disc_real_4: 0.23653681576251984 (0.23193961573379665) | > loss_disc_real_5: 0.21092545986175537 (0.22324230392884942) | > loss_0: 2.3290646076202393 (2.3600916955724105) | > grad_norm_0: tensor(12.4324, device='cuda:0') (tensor(13.9261, device='cuda:0')) | > loss_gen: 2.6784446239471436 (2.4875724502115943) | > loss_kl: 1.982131838798523 (1.9831370521524099) | > loss_feat: 7.080131530761719 (6.987114946269457) | > loss_mel: 17.23491668701172 (17.202787718959375) | > loss_duration: 2.052481174468994 (2.002169988674824) | > loss_1: 31.028104782104492 (30.662782221533067) | > grad_norm_1: tensor(335.7154, device='cuda:0') (tensor(178.2151, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.3889 (0.37551149442875187) | > loader_time: 0.0056 (0.004047123413512162)  --> TIME: 2024-06-12 04:11:11 -- STEP: 204/330 -- GLOBAL_STEP: 363425 | > loss_disc: 2.378969669342041 (2.3603634156432807) | > loss_disc_real_0: 0.17555487155914307 (0.11399823443635422) | > loss_disc_real_1: 0.16803066432476044 (0.19632889220819755) | > loss_disc_real_2: 0.19227378070354462 (0.2104610146260729) | > loss_disc_real_3: 0.20373085141181946 (0.2286433328454401) | > loss_disc_real_4: 0.21879786252975464 (0.23195491599686005) | > loss_disc_real_5: 0.23827886581420898 (0.2222817044193838) | > loss_0: 2.378969669342041 (2.3603634156432807) | > grad_norm_0: tensor(53.3825, device='cuda:0') (tensor(16.3048, device='cuda:0')) | > loss_gen: 2.4631357192993164 (2.4893721084968727) | > loss_kl: 2.143160104751587 (1.9920295278231304) | > loss_feat: 7.773383617401123 (6.984207279541913) | > loss_mel: 16.724170684814453 (17.154876811831613) | > loss_duration: 2.0127899646759033 (2.0099708233393874) | > loss_1: 31.116641998291016 (30.63045659719729) | > grad_norm_1: tensor(513.8347, device='cuda:0') (tensor(206.5736, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.393 (0.377724289894104) | > loader_time: 0.0051 (0.0041630197973812335)  --> TIME: 2024-06-12 04:11:21 -- STEP: 229/330 -- GLOBAL_STEP: 363450 | > loss_disc: 2.316396951675415 (2.3574614920470394) | > loss_disc_real_0: 0.10833469033241272 (0.11441956894821996) | > loss_disc_real_1: 0.15293294191360474 (0.19638697718428733) | > loss_disc_real_2: 0.2116953283548355 (0.21022257039640668) | > loss_disc_real_3: 0.23309941589832306 (0.2287181608020999) | > loss_disc_real_4: 0.22425682842731476 (0.23161590275025262) | > loss_disc_real_5: 0.19984367489814758 (0.22201160722164087) | > loss_0: 2.316396951675415 (2.3574614920470394) | > grad_norm_0: tensor(22.0459, device='cuda:0') (tensor(18.1281, device='cuda:0')) | > loss_gen: 2.391140937805176 (2.4948478630015956) | > loss_kl: 2.1938116550445557 (1.9982149923732708) | > loss_feat: 6.932659149169922 (6.997814607412013) | > loss_mel: 17.61464500427246 (17.126150447728854) | > loss_duration: 2.112090587615967 (2.018726716916113) | > loss_1: 31.244346618652344 (30.63575466439193) | > grad_norm_1: tensor(435.7389, device='cuda:0') (tensor(236.9069, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.4006 (0.3809532067661202) | > loader_time: 0.005 (0.004282215276659838)  --> TIME: 2024-06-12 04:11:32 -- STEP: 254/330 -- GLOBAL_STEP: 363475 | > loss_disc: 2.3911666870117188 (2.35869658368779) | > loss_disc_real_0: 0.11121790111064911 (0.11544594325594545) | > loss_disc_real_1: 0.2032492458820343 (0.19639790697595266) | > loss_disc_real_2: 0.2757779061794281 (0.21109200574046982) | > loss_disc_real_3: 0.22558674216270447 (0.22880916156637388) | > loss_disc_real_4: 0.22950945794582367 (0.23098665164915597) | > loss_disc_real_5: 0.28261908888816833 (0.22199208213119057) | > loss_0: 2.3911666870117188 (2.35869658368779) | > grad_norm_0: tensor(38.3260, device='cuda:0') (tensor(19.6067, device='cuda:0')) | > loss_gen: 2.67305850982666 (2.4966454318189255) | > loss_kl: 2.047431707382202 (2.0035186686853725) | > loss_feat: 7.519926071166992 (7.0104125897715415) | > loss_mel: 16.678333282470703 (17.102131175243944) | > loss_duration: 2.0606908798217773 (2.0259854713762837) | > loss_1: 30.979442596435547 (30.638693381482224) | > grad_norm_1: tensor(635.4031, device='cuda:0') (tensor(255.5599, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.4407 (0.3853804774171724) | > loader_time: 0.0061 (0.004424088583217833)  --> TIME: 2024-06-12 04:11:43 -- STEP: 279/330 -- GLOBAL_STEP: 363500 | > loss_disc: 2.5141098499298096 (2.3625333428810147) | > loss_disc_real_0: 0.16154134273529053 (0.1165327119597611) | > loss_disc_real_1: 0.20678135752677917 (0.19661320062307483) | > loss_disc_real_2: 0.21347078680992126 (0.21115739894596908) | > loss_disc_real_3: 0.22013118863105774 (0.2290815153963677) | > loss_disc_real_4: 0.2338053435087204 (0.23127871853262721) | > loss_disc_real_5: 0.2156865894794464 (0.22209468836425453) | > loss_0: 2.5141098499298096 (2.3625333428810147) | > grad_norm_0: tensor(21.8303, device='cuda:0') (tensor(20.8183, device='cuda:0')) | > loss_gen: 2.514352798461914 (2.4932449513438795) | > loss_kl: 2.0729808807373047 (2.0097493065728083) | > loss_feat: 7.721590518951416 (7.0067954439416145) | > loss_mel: 16.998878479003906 (17.053113817741366) | > loss_duration: 2.1219067573547363 (2.0353889076513205) | > loss_1: 31.42970848083496 (30.598292484078357) | > grad_norm_1: tensor(74.0980, device='cuda:0') (tensor(269.2852, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.4547 (0.3906371020928933) | > loader_time: 0.0064 (0.004584380802715124) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_363500.pth  --> TIME: 2024-06-12 04:12:00 -- STEP: 304/330 -- GLOBAL_STEP: 363525 | > loss_disc: 2.428974151611328 (2.3686986424421006) | > loss_disc_real_0: 0.11125990748405457 (0.11837181614368762) | > loss_disc_real_1: 0.18462230265140533 (0.19713642551122532) | > loss_disc_real_2: 0.19872602820396423 (0.21178265964906468) | > loss_disc_real_3: 0.22699740529060364 (0.22934807292920978) | > loss_disc_real_4: 0.23197463154792786 (0.23123029325353472) | > loss_disc_real_5: 0.21673700213432312 (0.2220733850508144) | > loss_0: 2.428974151611328 (2.3686986424421006) | > grad_norm_0: tensor(15.8017, device='cuda:0') (tensor(21.6963, device='cuda:0')) | > loss_gen: 2.30381441116333 (2.4847248988716233) | > loss_kl: 2.0461549758911133 (2.0145338032590714) | > loss_feat: 6.946652889251709 (6.995739932122982) | > loss_mel: 16.302303314208984 (16.99050924338793) | > loss_duration: 2.183016300201416 (2.046628740665161) | > loss_1: 29.781940460205078 (30.532136634776467) | > grad_norm_1: tensor(247.5750, device='cuda:0') (tensor(279.3221, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 0.4584 (0.3977802976181633) | > loader_time: 0.0067 (0.004770029532281977)  --> TIME: 2024-06-12 04:12:29 -- STEP: 329/330 -- GLOBAL_STEP: 363550 | > loss_disc: 2.5849101543426514 (2.376321850576661) | > loss_disc_real_0: 0.20341095328330994 (0.12081461115584548) | > loss_disc_real_1: 0.1834111362695694 (0.19804650943692337) | > loss_disc_real_2: 0.24953508377075195 (0.21180383313028284) | > loss_disc_real_3: 0.2221943438053131 (0.22962172315838128) | > loss_disc_real_4: 0.2779003977775574 (0.2321628089824346) | > loss_disc_real_5: 0.23169231414794922 (0.2230257894221048) | > loss_0: 2.5849101543426514 (2.376321850576661) | > grad_norm_0: tensor(11.9674, device='cuda:0') (tensor(21.6013, device='cuda:0')) | > loss_gen: 2.5663700103759766 (2.482538260225106) | > loss_kl: 2.2263922691345215 (2.024180055751626) | > loss_feat: 9.353626251220703 (7.085896444175742) | > loss_mel: 17.514799118041992 (16.9821718644951) | > loss_duration: 2.290776252746582 (2.061346792160197) | > loss_1: 33.95196533203125 (30.636133443258455) | > grad_norm_1: tensor(98.4390, device='cuda:0') (tensor(278.8460, device='cuda:0')) | > current_lr_0: 0.00018019882964187596 | > current_lr_1: 0.00018019882964187596 | > step_time: 14.4112 (0.4532080783670073) | > loader_time: 0.0351 (0.00523198194416823)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6077523231506348 (2.6077523231506348) | > loss_disc_real_0: 0.2676166296005249 (0.2676166296005249) | > loss_disc_real_1: 0.12861742079257965 (0.12861742079257965) | > loss_disc_real_2: 0.26421093940734863 (0.26421093940734863) | > loss_disc_real_3: 0.2963069975376129 (0.2963069975376129) | > loss_disc_real_4: 0.3204994797706604 (0.3204994797706604) | > loss_disc_real_5: 0.2841019928455353 (0.2841019928455353) | > loss_0: 2.6077523231506348 (2.6077523231506348) | > loss_gen: 2.591291904449463 (2.591291904449463) | > loss_kl: 2.5627822875976562 (2.5627822875976562) | > loss_feat: 5.10606050491333 (5.10606050491333) | > loss_mel: 15.748035430908203 (15.748035430908203) | > loss_duration: 3.1421127319335938 (3.1421127319335938) | > loss_1: 29.15028190612793 (29.15028190612793)  --> STEP: 1 | > loss_disc: 2.569732427597046 (2.569732427597046) | > loss_disc_real_0: 0.09845028817653656 (0.09845028817653656) | > loss_disc_real_1: 0.08729798346757889 (0.08729798346757889) | > loss_disc_real_2: 0.26357975602149963 (0.26357975602149963) | > loss_disc_real_3: 0.2703137695789337 (0.2703137695789337) | > loss_disc_real_4: 0.2466343492269516 (0.2466343492269516) | > loss_disc_real_5: 0.31761300563812256 (0.31761300563812256) | > loss_0: 2.569732427597046 (2.569732427597046) | > loss_gen: 2.0990092754364014 (2.0990092754364014) | > loss_kl: 3.4406380653381348 (3.4406380653381348) | > loss_feat: 6.466515064239502 (6.466515064239502) | > loss_mel: 19.23836898803711 (19.23836898803711) | > loss_duration: 2.5326929092407227 (2.5326929092407227) | > loss_1: 33.777225494384766 (33.777225494384766)  --> STEP: 2 | > loss_disc: 2.341036796569824 (2.455384612083435) | > loss_disc_real_0: 0.11411762237548828 (0.10628395527601242) | > loss_disc_real_1: 0.20192834734916687 (0.14461316540837288) | > loss_disc_real_2: 0.28370875120162964 (0.27364425361156464) | > loss_disc_real_3: 0.2047218233346939 (0.2375177964568138) | > loss_disc_real_4: 0.23169049620628357 (0.23916242271661758) | > loss_disc_real_5: 0.20530246198177338 (0.26145773380994797) | > loss_0: 2.341036796569824 (2.455384612083435) | > loss_gen: 2.3255977630615234 (2.2123035192489624) | > loss_kl: 3.023648738861084 (3.2321434020996094) | > loss_feat: 6.129450798034668 (6.297982931137085) | > loss_mel: 17.50174331665039 (18.37005615234375) | > loss_duration: 2.500918388366699 (2.516805648803711) | > loss_1: 31.48135757446289 (32.62929153442383)  --> STEP: 3 | > loss_disc: 2.430126667022705 (2.446965297063192) | > loss_disc_real_0: 0.1279328614473343 (0.1135002573331197) | > loss_disc_real_1: 0.16664063930511475 (0.15195565670728683) | > loss_disc_real_2: 0.16993987560272217 (0.23907612760861716) | > loss_disc_real_3: 0.26825663447380066 (0.24776407579580942) | > loss_disc_real_4: 0.22835694253444672 (0.2355605959892273) | > loss_disc_real_5: 0.1928618848323822 (0.23859245081742605) | > loss_0: 2.430126667022705 (2.446965297063192) | > loss_gen: 2.058579206466675 (2.1610620816548667) | > loss_kl: 3.218003511428833 (3.2274301052093506) | > loss_feat: 5.801787853240967 (6.132584571838379) | > loss_mel: 15.942607879638672 (17.560906728108723) | > loss_duration: 2.38767147064209 (2.4737609227498374) | > loss_1: 29.408649444580078 (31.555744171142578)  --> STEP: 4 | > loss_disc: 2.27205228805542 (2.403237044811249) | > loss_disc_real_0: 0.12624622881412506 (0.11668675020337105) | > loss_disc_real_1: 0.20793917775154114 (0.1659515369683504) | > loss_disc_real_2: 0.17919616401195526 (0.22410613670945168) | > loss_disc_real_3: 0.23778146505355835 (0.24526842311024666) | > loss_disc_real_4: 0.24316748976707458 (0.23746231943368912) | > loss_disc_real_5: 0.2670139968395233 (0.24569783732295036) | > loss_0: 2.27205228805542 (2.403237044811249) | > loss_gen: 2.6540093421936035 (2.284298896789551) | > loss_kl: 3.8204150199890137 (3.3756763339042664) | > loss_feat: 8.059280395507812 (6.614258527755737) | > loss_mel: 18.20322608947754 (17.721486568450928) | > loss_duration: 2.3828258514404297 (2.4510271549224854) | > loss_1: 35.11975860595703 (32.44674777984619)  --> STEP: 5 | > loss_disc: 2.4215922355651855 (2.406908082962036) | > loss_disc_real_0: 0.15355339646339417 (0.12406007945537567) | > loss_disc_real_1: 0.16443464159965515 (0.16564815789461135) | > loss_disc_real_2: 0.22360779345035553 (0.22400646805763244) | > loss_disc_real_3: 0.2692911922931671 (0.2500729769468307) | > loss_disc_real_4: 0.21125538647174835 (0.23222093284130096) | > loss_disc_real_5: 0.17317968606948853 (0.231194207072258) | > loss_0: 2.4215922355651855 (2.406908082962036) | > loss_gen: 2.2636966705322266 (2.280178451538086) | > loss_kl: 3.157823324203491 (3.3321057319641114) | > loss_feat: 4.67061710357666 (6.2255302429199215) | > loss_mel: 16.597530364990234 (17.49669532775879) | > loss_duration: 2.3117735385894775 (2.4231764316558837) | > loss_1: 29.001441955566406 (31.757686614990234)  --> STEP: 6 | > loss_disc: 2.4360318183898926 (2.4117620388666787) | > loss_disc_real_0: 0.0859164446592331 (0.11770280698935191) | > loss_disc_real_1: 0.1608980894088745 (0.16485647981365523) | > loss_disc_real_2: 0.24465951323509216 (0.22744864225387573) | > loss_disc_real_3: 0.3113733232021332 (0.2602897013227145) | > loss_disc_real_4: 0.23869402706623077 (0.23329978187878928) | > loss_disc_real_5: 0.18357443809509277 (0.22325757890939713) | > loss_0: 2.4360318183898926 (2.4117620388666787) | > loss_gen: 2.314291000366211 (2.2858638763427734) | > loss_kl: 2.77939772605896 (3.2399877309799194) | > loss_feat: 5.897895812988281 (6.1709245045979815) | > loss_mel: 18.65315055847168 (17.689437866210938) | > loss_duration: 2.2775800228118896 (2.3989103635152182) | > loss_1: 31.92231559753418 (31.78512477874756)  --> STEP: 7 | > loss_disc: 2.1481997966766357 (2.374110289982387) | > loss_disc_real_0: 0.08641152083873749 (0.11323262325354985) | > loss_disc_real_1: 0.13717001676559448 (0.1609012708067894) | > loss_disc_real_2: 0.20148587226867676 (0.22373967511313303) | > loss_disc_real_3: 0.2845335006713867 (0.26375310122966766) | > loss_disc_real_4: 0.24160702526569366 (0.23448653093406133) | > loss_disc_real_5: 0.16903458535671234 (0.2155114369732993) | > loss_0: 2.1481997966766357 (2.374110289982387) | > loss_gen: 2.5293335914611816 (2.320645264216832) | > loss_kl: 4.926163673400879 (3.480870008468628) | > loss_feat: 5.789056301116943 (6.11637190410069) | > loss_mel: 17.8750057220459 (17.715947559901647) | > loss_duration: 2.5580363273620605 (2.421642644064767) | > loss_1: 33.67759323120117 (32.05547741481236)  --> STEP: 8 | > loss_disc: 2.3918251991271973 (2.3763246536254883) | > loss_disc_real_0: 0.2161916196346283 (0.12610249780118465) | > loss_disc_real_1: 0.1758987307548523 (0.16277595330029726) | > loss_disc_real_2: 0.170209139585495 (0.21704835817217827) | > loss_disc_real_3: 0.14988309144973755 (0.2495193500071764) | > loss_disc_real_4: 0.15331341326236725 (0.22433989122509956) | > loss_disc_real_5: 0.1365872025489807 (0.20564590767025948) | > loss_0: 2.3918251991271973 (2.3763246536254883) | > loss_gen: 2.179961681365967 (2.3030598163604736) | > loss_kl: 3.511019706726074 (3.4846387207508087) | > loss_feat: 9.853667259216309 (6.583533823490143) | > loss_mel: 18.72222900390625 (17.84173274040222) | > loss_duration: 2.2857351303100586 (2.4046542048454285) | > loss_1: 36.5526123046875 (32.61761927604675)  --> STEP: 9 | > loss_disc: 2.454435348510742 (2.3850036197238498) | > loss_disc_real_0: 0.14487847685813904 (0.1281887176964018) | > loss_disc_real_1: 0.1791369616985321 (0.16459384312232336) | > loss_disc_real_2: 0.24953222274780273 (0.22065767645835876) | > loss_disc_real_3: 0.29168933629989624 (0.2542049040397008) | > loss_disc_real_4: 0.2586303949356079 (0.22814994719293383) | > loss_disc_real_5: 0.2737513482570648 (0.21321317884657118) | > loss_0: 2.454435348510742 (2.3850036197238498) | > loss_gen: 2.4704055786132812 (2.321653789944119) | > loss_kl: 2.120197296142578 (3.333034118016561) | > loss_feat: 7.2986741065979 (6.66299385494656) | > loss_mel: 19.149831771850586 (17.987077077229817) | > loss_duration: 2.1645424365997314 (2.3779751194847956) | > loss_1: 33.203651428222656 (32.68273395962186)  --> STEP: 10 | > loss_disc: 2.3402302265167236 (2.3805262804031373) | > loss_disc_real_0: 0.0558902807533741 (0.12095887400209904) | > loss_disc_real_1: 0.223714679479599 (0.17050592675805093) | > loss_disc_real_2: 0.22057566046714783 (0.22064947485923767) | > loss_disc_real_3: 0.24560581147670746 (0.2533449947834015) | > loss_disc_real_4: 0.22923165559768677 (0.22825811803340912) | > loss_disc_real_5: 0.17243503034114838 (0.2091353639960289) | > loss_0: 2.3402302265167236 (2.3805262804031373) | > loss_gen: 2.3427624702453613 (2.3237646579742433) | > loss_kl: 3.0102837085723877 (3.3007590770721436) | > loss_feat: 7.729851722717285 (6.7696796417236325) | > loss_mel: 18.831584930419922 (18.071527862548827) | > loss_duration: 2.312154531478882 (2.371393060684204) | > loss_1: 34.22663497924805 (32.837124061584475)  --> STEP: 11 | > loss_disc: 2.4699978828430176 (2.3886600624431265) | > loss_disc_real_0: 0.12564541399478912 (0.1213849230923436) | > loss_disc_real_1: 0.3052937388420105 (0.18275936422022906) | > loss_disc_real_2: 0.26219096779823303 (0.22442597421732816) | > loss_disc_real_3: 0.2568633258342743 (0.25366484306075354) | > loss_disc_real_4: 0.2842748761177063 (0.23335055058652704) | > loss_disc_real_5: 0.25840482115745544 (0.2136144055561586) | > loss_0: 2.4699978828430176 (2.3886600624431265) | > loss_gen: 2.5950331687927246 (2.348425431685014) | > loss_kl: 3.665743589401245 (3.33393948728388) | > loss_feat: 6.3272271156311035 (6.72945668480613) | > loss_mel: 15.833266258239746 (17.868049534884367) | > loss_duration: 2.512057304382324 (2.384180719202215) | > loss_1: 30.933326721191406 (32.664051576094195)  --> STEP: 12 | > loss_disc: 2.3519179821014404 (2.3855982224146524) | > loss_disc_real_0: 0.0914669781923294 (0.1188917610173424) | > loss_disc_real_1: 0.16455993056297302 (0.18124274474879107) | > loss_disc_real_2: 0.19440427422523499 (0.22192416588465372) | > loss_disc_real_3: 0.24641995131969452 (0.25306110208233196) | > loss_disc_real_4: 0.28153613209724426 (0.23736601571242014) | > loss_disc_real_5: 0.2461088001728058 (0.2163222717742125) | > loss_0: 2.3519179821014404 (2.3855982224146524) | > loss_gen: 2.394833564758301 (2.352292776107788) | > loss_kl: 2.1864447593688965 (3.238314926624298) | > loss_feat: 6.38571310043335 (6.700811386108398) | > loss_mel: 16.598405838012695 (17.762245893478394) | > loss_duration: 2.215468406677246 (2.3701213598251343) | > loss_1: 29.780864715576172 (32.42378600438436)  --> STEP: 13 | > loss_disc: 2.500873565673828 (2.3944655565115123) | > loss_disc_real_0: 0.17356212437152863 (0.12309717358304904) | > loss_disc_real_1: 0.20332378149032593 (0.18294128603660142) | > loss_disc_real_2: 0.22242262959480286 (0.2219625092469729) | > loss_disc_real_3: 0.2991762161254883 (0.25660841854719013) | > loss_disc_real_4: 0.27866119146347046 (0.24054256769327018) | > loss_disc_real_5: 0.2360921949148178 (0.21784303509272063) | > loss_0: 2.500873565673828 (2.3944655565115123) | > loss_gen: 2.349004030227661 (2.352039795655471) | > loss_kl: 3.6489598751068115 (3.2699029995844913) | > loss_feat: 5.264498710632324 (6.590325795687162) | > loss_mel: 15.036582946777344 (17.55257951296293) | > loss_duration: 2.3502707481384277 (2.368594389695388) | > loss_1: 28.64931869506836 (32.13344236520621)  --> STEP: 14 | > loss_disc: 2.3621156215667725 (2.3921548468726024) | > loss_disc_real_0: 0.15388379991054535 (0.12529621832072735) | > loss_disc_real_1: 0.18387749791145325 (0.18300815831337655) | > loss_disc_real_2: 0.22788703441619873 (0.2223856896162033) | > loss_disc_real_3: 0.2831639051437378 (0.2585052390183721) | > loss_disc_real_4: 0.21025389432907104 (0.2383790910243988) | > loss_disc_real_5: 0.16283969581127167 (0.2139142251440457) | > loss_0: 2.3621156215667725 (2.3921548468726024) | > loss_gen: 2.446349859237671 (2.358776228768485) | > loss_kl: 4.038100242614746 (3.3247742312295094) | > loss_feat: 8.002083778381348 (6.69116565159389) | > loss_mel: 18.69515609741211 (17.63419212613787) | > loss_duration: 2.4225053787231445 (2.3724451746259416) | > loss_1: 35.60419464111328 (32.38135324205671)  --> STEP: 15 | > loss_disc: 2.3602166175842285 (2.3900256315867106) | > loss_disc_real_0: 0.11415227502584457 (0.12455328876773517) | > loss_disc_real_1: 0.1421739161014557 (0.18028587549924852) | > loss_disc_real_2: 0.20309388637542725 (0.22109956940015157) | > loss_disc_real_3: 0.2711402177810669 (0.25934757093588506) | > loss_disc_real_4: 0.25717008113861084 (0.2396318236986796) | > loss_disc_real_5: 0.20209945738315582 (0.21312657395998638) | > loss_0: 2.3602166175842285 (2.3900256315867106) | > loss_gen: 2.3602802753448486 (2.3588764985402424) | > loss_kl: 3.2985856533050537 (3.323028326034546) | > loss_feat: 6.187190532684326 (6.657567310333252) | > loss_mel: 17.488889694213867 (17.624505297342935) | > loss_duration: 2.4351723194122314 (2.376626984278361) | > loss_1: 31.77012062072754 (32.34060440063477)  --> STEP: 16 | > loss_disc: 2.8113951683044434 (2.416361227631569) | > loss_disc_real_0: 0.2588960826396942 (0.1329497133847326) | > loss_disc_real_1: 0.1494533121585846 (0.178358840290457) | > loss_disc_real_2: 0.21028195321559906 (0.22042346838861704) | > loss_disc_real_3: 0.2736038565635681 (0.26023858878761524) | > loss_disc_real_4: 0.24709416925907135 (0.2400982202962041) | > loss_disc_real_5: 0.19963204860687256 (0.21228316612541676) | > loss_0: 2.8113951683044434 (2.416361227631569) | > loss_gen: 1.8912808895111084 (2.3296517729759216) | > loss_kl: 2.7655651569366455 (3.288186877965927) | > loss_feat: 5.012975215911865 (6.554780304431915) | > loss_mel: 11.88133716583252 (17.265557289123535) | > loss_duration: 2.389613389968872 (2.377438634634018) | > loss_1: 23.940773010253906 (31.815614938735962)  --> STEP: 17 | > loss_disc: 2.6119775772094727 (2.4278680717243866) | > loss_disc_real_0: 0.2657586336135864 (0.1407620028099593) | > loss_disc_real_1: 0.11481568217277527 (0.17462100746000514) | > loss_disc_real_2: 0.21094419062137604 (0.21986586381407344) | > loss_disc_real_3: 0.2586804926395416 (0.2601469360730227) | > loss_disc_real_4: 0.2819158732891083 (0.24255808223696315) | > loss_disc_real_5: 0.2924712300300598 (0.217000111060984) | > loss_0: 2.6119775772094727 (2.4278680717243866) | > loss_gen: 2.30958890914917 (2.3284716045155243) | > loss_kl: 2.7260522842407227 (3.255120137158562) | > loss_feat: 4.673295497894287 (6.444104727576761) | > loss_mel: 16.411222457885742 (17.215302299050723) | > loss_duration: 2.407487392425537 (2.3792062086217545) | > loss_1: 28.527647018432617 (31.62220506107106)  --> STEP: 18 | > loss_disc: 1.7692443132400513 (2.3912778629197016) | > loss_disc_real_0: 0.08399924635887146 (0.13760851634045443) | > loss_disc_real_1: 0.15576931834220886 (0.17357369139790535) | > loss_disc_real_2: 0.08322814851999283 (0.21227487963106897) | > loss_disc_real_3: 0.24174124002456665 (0.259124397403664) | > loss_disc_real_4: 0.13667412102222443 (0.23667563994725546) | > loss_disc_real_5: 0.10325772315263748 (0.2106810895105203) | > loss_0: 1.7692443132400513 (2.3912778629197016) | > loss_gen: 2.88545823097229 (2.359415305985345) | > loss_kl: 2.9968185424804688 (3.240770048565335) | > loss_feat: 11.962121963500977 (6.7506612406836615) | > loss_mel: 20.010944366455078 (17.370615747239853) | > loss_duration: 2.2370715141296387 (2.371309836705526) | > loss_1: 40.0924186706543 (32.092772483825684)  --> STEP: 19 | > loss_disc: 2.4135043621063232 (2.392447678666366) | > loss_disc_real_0: 0.19876745343208313 (0.14082740776632963) | > loss_disc_real_1: 0.15395046770572662 (0.17254089015094856) | > loss_disc_real_2: 0.23423126339912415 (0.21343047877675608) | > loss_disc_real_3: 0.25730326771736145 (0.259028548472806) | > loss_disc_real_4: 0.26219815015792847 (0.2380189299583435) | > loss_disc_real_5: 0.22467003762722015 (0.21141734993771502) | > loss_0: 2.4135043621063232 (2.392447678666366) | > loss_gen: 2.375779390335083 (2.3602765735826994) | > loss_kl: 2.236848831176758 (3.1879320897554098) | > loss_feat: 7.382829666137695 (6.783933263075979) | > loss_mel: 16.89904022216797 (17.345795982762386) | > loss_duration: 2.383593797683716 (2.371956360967536) | > loss_1: 31.278093338012695 (32.049894634046055)  --> STEP: 20 | > loss_disc: 2.524644136428833 (2.3990575015544895) | > loss_disc_real_0: 0.18031834065914154 (0.1428019544109702) | > loss_disc_real_1: 0.1706416755914688 (0.17244592942297457) | > loss_disc_real_2: 0.23869186639785767 (0.21469354815781116) | > loss_disc_real_3: 0.27939745783805847 (0.2600469939410686) | > loss_disc_real_4: 0.26373934745788574 (0.23930495083332062) | > loss_disc_real_5: 0.2460365891456604 (0.21314831189811229) | > loss_0: 2.524644136428833 (2.3990575015544895) | > loss_gen: 2.325587749481201 (2.3585421323776243) | > loss_kl: 2.157135009765625 (3.1363922357559204) | > loss_feat: 5.034350395202637 (6.696454119682312) | > loss_mel: 18.33515167236328 (17.395263767242433) | > loss_duration: 2.3314943313598633 (2.3699332594871523) | > loss_1: 30.183719635009766 (31.95658588409424)  --> STEP: 21 | > loss_disc: 2.5272488594055176 (2.405161851928348) | > loss_disc_real_0: 0.23264256119728088 (0.14708007854365168) | > loss_disc_real_1: 0.16235946118831635 (0.17196562141180036) | > loss_disc_real_2: 0.2833818197250366 (0.21796441823244095) | > loss_disc_real_3: 0.2928459942340851 (0.2616088510978789) | > loss_disc_real_4: 0.23760749399662018 (0.2392241195553825) | > loss_disc_real_5: 0.2511518895626068 (0.21495800607261203) | > loss_0: 2.5272488594055176 (2.405161851928348) | > loss_gen: 2.435486078262329 (2.3622061298007058) | > loss_kl: 3.2172367572784424 (3.1402419748760404) | > loss_feat: 5.546288013458252 (6.641684305100214) | > loss_mel: 15.244636535644531 (17.29285294669015) | > loss_duration: 2.1548843383789062 (2.3596928346724737) | > loss_1: 28.59853172302246 (31.79667854309082)  --> STEP: 22 | > loss_disc: 2.4889652729034424 (2.408971098336307) | > loss_disc_real_0: 0.11064064502716064 (0.14542374065653843) | > loss_disc_real_1: 0.17174936830997467 (0.17195579172535375) | > loss_disc_real_2: 0.14509505033493042 (0.21465217423709956) | > loss_disc_real_3: 0.24773040413856506 (0.2609780125997283) | > loss_disc_real_4: 0.3040960133075714 (0.24217284199866382) | > loss_disc_real_5: 0.2782246470451355 (0.21783376248045402) | > loss_0: 2.4889652729034424 (2.408971098336307) | > loss_gen: 2.146810531616211 (2.3524154207923194) | > loss_kl: 2.7385432720184326 (3.1219829429279673) | > loss_feat: 7.282097816467285 (6.6707940101623535) | > loss_mel: 16.63702392578125 (17.263042536648836) | > loss_duration: 2.209601879119873 (2.3528705185109917) | > loss_1: 31.01407814025879 (31.761105797507547)  --> STEP: 23 | > loss_disc: 2.5770647525787354 (2.4162795180859775) | > loss_disc_real_0: 0.181054025888443 (0.14697288349270818) | > loss_disc_real_1: 0.23945768177509308 (0.17489065651012503) | > loss_disc_real_2: 0.22887982428073883 (0.21527076771725778) | > loss_disc_real_3: 0.2171247899532318 (0.25907135074553284) | > loss_disc_real_4: 0.2711552381515503 (0.2434329461792241) | > loss_disc_real_5: 0.27475279569625854 (0.2203085030550542) | > loss_0: 2.5770647525787354 (2.4162795180859775) | > loss_gen: 2.3059725761413574 (2.35039616667706) | > loss_kl: 2.9025073051452637 (3.112440523893937) | > loss_feat: 6.4758219718933105 (6.662316965020222) | > loss_mel: 16.046876907348633 (17.210165770157523) | > loss_duration: 2.286628007888794 (2.349990409353505) | > loss_1: 30.017807006835938 (31.68531019791313)  --> STEP: 24 | > loss_disc: 2.607485294342041 (2.4242464254299803) | > loss_disc_real_0: 0.18703892827033997 (0.1486423020251095) | > loss_disc_real_1: 0.2256813496351242 (0.17700693539033333) | > loss_disc_real_2: 0.18950870633125305 (0.21419734849284092) | > loss_disc_real_3: 0.25103774666786194 (0.2587366172422965) | > loss_disc_real_4: 0.25834956765174866 (0.24405447207391262) | > loss_disc_real_5: 0.27195319533348083 (0.222460365233322) | > loss_0: 2.607485294342041 (2.4242464254299803) | > loss_gen: 2.1577656269073486 (2.3423698941866555) | > loss_kl: 2.141176700592041 (3.0719711979230246) | > loss_feat: 5.728692054748535 (6.623415927092235) | > loss_mel: 17.6809139251709 (17.229780276616413) | > loss_duration: 2.4235448837280273 (2.35305517911911) | > loss_1: 30.132095336914062 (31.620592912038166)  --> STEP: 25 | > loss_disc: 2.7146198749542236 (2.43586136341095) | > loss_disc_real_0: 0.21231374144554138 (0.15118915960192678) | > loss_disc_real_1: 0.2213876098394394 (0.17878216236829758) | > loss_disc_real_2: 0.21789473295211792 (0.214345243871212) | > loss_disc_real_3: 0.2586821913719177 (0.2587344402074814) | > loss_disc_real_4: 0.30784332752227783 (0.24660602629184722) | > loss_disc_real_5: 0.24633361399173737 (0.2234152951836586) | > loss_0: 2.7146198749542236 (2.43586136341095) | > loss_gen: 2.1141369342803955 (2.333240575790405) | > loss_kl: 3.5422258377075195 (3.0907813835144045) | > loss_feat: 5.196232795715332 (6.566328601837158) | > loss_mel: 14.650421142578125 (17.126605911254885) | > loss_duration: 2.4356327056884766 (2.356358280181885) | > loss_1: 27.938650131225586 (31.473315200805665)  --> STEP: 26 | > loss_disc: 2.588064193725586 (2.441715318423051) | > loss_disc_real_0: 0.2718261480331421 (0.15582904377235812) | > loss_disc_real_1: 0.17545412480831146 (0.17865416092368272) | > loss_disc_real_2: 0.17895498871803284 (0.21298408021147436) | > loss_disc_real_3: 0.20342124998569489 (0.25660700981433576) | > loss_disc_real_4: 0.26859691739082336 (0.247451829795654) | > loss_disc_real_5: 0.217495396733284 (0.22318760678172112) | > loss_0: 2.588064193725586 (2.441715318423051) | > loss_gen: 2.0460188388824463 (2.3221935859093294) | > loss_kl: 2.433472156524658 (3.065500259399414) | > loss_feat: 5.025628089904785 (6.507070889839759) | > loss_mel: 9.069079399108887 (16.816701045403114) | > loss_duration: 2.315601348876953 (2.354790705900926) | > loss_1: 20.889799118041992 (31.066256889930138) --> EVAL PERFORMANCE | > avg_loader_time: 0.002551674842834473 (+1.6643450810359308e-05) | > avg_loss_disc: 2.441715318423051 (-0.023965436678666574) | > avg_loss_disc_real_0: 0.15582904377235812 (+0.00896811141417575) | > avg_loss_disc_real_1: 0.17865416092368272 (-0.03644291798655805) | > avg_loss_disc_real_2: 0.21298408021147436 (-0.008683876635936588) | > avg_loss_disc_real_3: 0.25660700981433576 (-0.005007278460722686) | > avg_loss_disc_real_4: 0.247451829795654 (-0.0009093668598395277) | > avg_loss_disc_real_5: 0.22318760678172112 (-0.029158692806959152) | > avg_loss_0: 2.441715318423051 (-0.023965436678666574) | > avg_loss_gen: 2.3221935859093294 (-0.07087849195186946) | > avg_loss_kl: 3.065500259399414 (+0.05924721864553595) | > avg_loss_feat: 6.507070889839759 (-0.3360504187070408) | > avg_loss_mel: 16.816701045403114 (-0.34531692358163113) | > avg_loss_duration: 2.354790705900926 (+0.007886694027827712) | > avg_loss_1: 31.066256889930138 (-0.6851114859947813)  > EPOCH: 835/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:12:35)   --> TIME: 2024-06-12 04:12:45 -- STEP: 24/330 -- GLOBAL_STEP: 363575 | > loss_disc: 2.4241349697113037 (2.325701504945755) | > loss_disc_real_0: 0.09865962713956833 (0.10882398144652446) | > loss_disc_real_1: 0.19929653406143188 (0.19678812474012375) | > loss_disc_real_2: 0.23400498926639557 (0.20658692282934984) | > loss_disc_real_3: 0.23956552147865295 (0.22687342514594397) | > loss_disc_real_4: 0.22261442244052887 (0.22356381453573704) | > loss_disc_real_5: 0.23764574527740479 (0.22312882418433824) | > loss_0: 2.4241349697113037 (2.325701504945755) | > grad_norm_0: tensor(10.5136, device='cuda:0') (tensor(7.8387, device='cuda:0')) | > loss_gen: 2.4300544261932373 (2.5011165936787925) | > loss_kl: 2.0867810249328613 (1.8938044557968776) | > loss_feat: 7.4156060218811035 (6.940339942773183) | > loss_mel: 17.048263549804688 (17.317766427993774) | > loss_duration: 1.9595849514007568 (2.0257287273804345) | > loss_1: 30.940290451049805 (30.67875639597575) | > grad_norm_1: tensor(37.9665, device='cuda:0') (tensor(64.8873, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3612 (0.3698844909667969) | > loader_time: 0.0031 (0.0033109386761983237)  --> TIME: 2024-06-12 04:12:54 -- STEP: 49/330 -- GLOBAL_STEP: 363600 | > loss_disc: 2.3101184368133545 (2.3440018332734414) | > loss_disc_real_0: 0.11521536856889725 (0.11003038180725914) | > loss_disc_real_1: 0.22466760873794556 (0.19651284175259726) | > loss_disc_real_2: 0.23493371903896332 (0.207253846586967) | > loss_disc_real_3: 0.23793183267116547 (0.22829078259516736) | > loss_disc_real_4: 0.22619275748729706 (0.2282025859672196) | > loss_disc_real_5: 0.2069089114665985 (0.221710954089554) | > loss_0: 2.3101184368133545 (2.3440018332734414) | > grad_norm_0: tensor(9.7692, device='cuda:0') (tensor(8.2409, device='cuda:0')) | > loss_gen: 2.626569986343384 (2.4884229533526367) | > loss_kl: 1.786800503730774 (1.9227261227004382) | > loss_feat: 7.281984329223633 (6.934715669982287) | > loss_mel: 16.766334533691406 (17.236134470725545) | > loss_duration: 1.9109528064727783 (1.9924778086798534) | > loss_1: 30.372642517089844 (30.57447729305345) | > grad_norm_1: tensor(98.5056, device='cuda:0') (tensor(73.7264, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3739 (0.3691950574213145) | > loader_time: 0.0042 (0.003468571876992985)  --> TIME: 2024-06-12 04:13:04 -- STEP: 74/330 -- GLOBAL_STEP: 363625 | > loss_disc: 2.2779393196105957 (2.3453114322713913) | > loss_disc_real_0: 0.11592011898756027 (0.11036357565506084) | > loss_disc_real_1: 0.1989269256591797 (0.1952638972449947) | > loss_disc_real_2: 0.1810905635356903 (0.20686392566642245) | > loss_disc_real_3: 0.22097666561603546 (0.22866493584336461) | > loss_disc_real_4: 0.21324551105499268 (0.22899217198829394) | > loss_disc_real_5: 0.23289823532104492 (0.22334809359666463) | > loss_0: 2.2779393196105957 (2.3453114322713913) | > grad_norm_0: tensor(12.9811, device='cuda:0') (tensor(8.0872, device='cuda:0')) | > loss_gen: 2.5636186599731445 (2.4911419507619503) | > loss_kl: 2.0486342906951904 (1.9462396293073088) | > loss_feat: 7.520216464996338 (7.013879917763375) | > loss_mel: 17.67412567138672 (17.260751595368255) | > loss_duration: 1.9162548780441284 (1.9801059010866526) | > loss_1: 31.722848892211914 (30.69211921176395) | > grad_norm_1: tensor(179.9544, device='cuda:0') (tensor(77.3425, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3814 (0.3693273035255638) | > loader_time: 0.0039 (0.003569702844362001)  --> TIME: 2024-06-12 04:13:13 -- STEP: 99/330 -- GLOBAL_STEP: 363650 | > loss_disc: 2.382385492324829 (2.3518864795415095) | > loss_disc_real_0: 0.13965757191181183 (0.11270259245477542) | > loss_disc_real_1: 0.22549042105674744 (0.19569140100719956) | > loss_disc_real_2: 0.2334996461868286 (0.20911354865088608) | > loss_disc_real_3: 0.2609248757362366 (0.22817032851956107) | > loss_disc_real_4: 0.21743778884410858 (0.22981272412068915) | > loss_disc_real_5: 0.22012880444526672 (0.2230616705586212) | > loss_0: 2.382385492324829 (2.3518864795415095) | > grad_norm_0: tensor(6.1055, device='cuda:0') (tensor(7.9552, device='cuda:0')) | > loss_gen: 2.3088526725769043 (2.4855537559046885) | > loss_kl: 2.1359758377075195 (1.9719721235410133) | > loss_feat: 7.1624298095703125 (6.988810914935487) | > loss_mel: 17.283802032470703 (17.217320182106715) | > loss_duration: 1.986443042755127 (1.9809656805462308) | > loss_1: 30.87750244140625 (30.64462286053282) | > grad_norm_1: tensor(40.7876, device='cuda:0') (tensor(75.5366, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3825 (0.3710730388911085) | > loader_time: 0.0037 (0.0036614591425115414)  --> TIME: 2024-06-12 04:13:23 -- STEP: 124/330 -- GLOBAL_STEP: 363675 | > loss_disc: 2.225180149078369 (2.355590347320803) | > loss_disc_real_0: 0.10097028315067291 (0.11267492878100564) | > loss_disc_real_1: 0.1755174845457077 (0.19497430564895757) | > loss_disc_real_2: 0.20420150458812714 (0.20884088030265224) | > loss_disc_real_3: 0.22698818147182465 (0.22883841900094862) | > loss_disc_real_4: 0.18775996565818787 (0.2297759100554451) | > loss_disc_real_5: 0.21386182308197021 (0.2235563917746467) | > loss_0: 2.225180149078369 (2.355590347320803) | > grad_norm_0: tensor(4.8247, device='cuda:0') (tensor(8.1959, device='cuda:0')) | > loss_gen: 2.6048965454101562 (2.476566526197617) | > loss_kl: 2.083357334136963 (1.9892414317977043) | > loss_feat: 7.399674415588379 (6.941018731363358) | > loss_mel: 17.775022506713867 (17.185940619437925) | > loss_duration: 2.0099363327026367 (1.9860446453094482) | > loss_1: 31.872886657714844 (30.57881212234497) | > grad_norm_1: tensor(34.1566, device='cuda:0') (tensor(81.8274, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3584 (0.372824707338887) | > loader_time: 0.0038 (0.003755119539076282)  --> TIME: 2024-06-12 04:13:33 -- STEP: 149/330 -- GLOBAL_STEP: 363700 | > loss_disc: 2.4363317489624023 (2.3583120355670086) | > loss_disc_real_0: 0.10150089859962463 (0.11366864888860076) | > loss_disc_real_1: 0.20169176161289215 (0.19465330673144168) | > loss_disc_real_2: 0.22373917698860168 (0.20932853991953318) | > loss_disc_real_3: 0.22484301030635834 (0.22948826979470732) | > loss_disc_real_4: 0.21859245002269745 (0.2308877900542829) | > loss_disc_real_5: 0.20561936497688293 (0.22348875927445072) | > loss_0: 2.4363317489624023 (2.3583120355670086) | > grad_norm_0: tensor(19.1999, device='cuda:0') (tensor(9.4438, device='cuda:0')) | > loss_gen: 2.443007469177246 (2.476976020224142) | > loss_kl: 2.1554267406463623 (2.004280181539139) | > loss_feat: 6.698200702667236 (6.94128096023662) | > loss_mel: 17.30359649658203 (17.16399270896143) | > loss_duration: 2.043471336364746 (1.990596809643227) | > loss_1: 30.64370346069336 (30.57712682941616) | > grad_norm_1: tensor(149.4645, device='cuda:0') (tensor(106.5055, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3703 (0.37373735920694867) | > loader_time: 0.0041 (0.0038326426640452956)  --> TIME: 2024-06-12 04:13:42 -- STEP: 174/330 -- GLOBAL_STEP: 363725 | > loss_disc: 2.2784335613250732 (2.360654310248363) | > loss_disc_real_0: 0.13291212916374207 (0.1148014881744467) | > loss_disc_real_1: 0.17364497482776642 (0.19581544484900332) | > loss_disc_real_2: 0.21124985814094543 (0.2096330782120255) | > loss_disc_real_3: 0.2239673137664795 (0.22967194123514767) | > loss_disc_real_4: 0.19571548700332642 (0.23119660141481752) | > loss_disc_real_5: 0.1965416967868805 (0.22256313127347793) | > loss_0: 2.2784335613250732 (2.360654310248363) | > grad_norm_0: tensor(14.8509, device='cuda:0') (tensor(11.6625, device='cuda:0')) | > loss_gen: 2.4425480365753174 (2.4766164976975005) | > loss_kl: 2.207073211669922 (2.01411303021442) | > loss_feat: 7.3849897384643555 (6.941080378389906) | > loss_mel: 17.267990112304688 (17.162048000028765) | > loss_duration: 2.0985488891601562 (1.9968166371871685) | > loss_1: 31.401151657104492 (30.590674674373933) | > grad_norm_1: tensor(403.7103, device='cuda:0') (tensor(132.9132, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3794 (0.375204282245417) | > loader_time: 0.0042 (0.003942585539543767)  --> TIME: 2024-06-12 04:13:53 -- STEP: 199/330 -- GLOBAL_STEP: 363750 | > loss_disc: 2.432201623916626 (2.3590308170222745) | > loss_disc_real_0: 0.11718590557575226 (0.11520516104883884) | > loss_disc_real_1: 0.20457175374031067 (0.19594509637535518) | > loss_disc_real_2: 0.2272004634141922 (0.21049476014309793) | > loss_disc_real_3: 0.23367851972579956 (0.22933373701332802) | > loss_disc_real_4: 0.22770729660987854 (0.2304477160000921) | > loss_disc_real_5: 0.2587762176990509 (0.22122497130278965) | > loss_0: 2.432201623916626 (2.3590308170222745) | > grad_norm_0: tensor(47.9239, device='cuda:0') (tensor(13.8805, device='cuda:0')) | > loss_gen: 2.4096949100494385 (2.4876752486780056) | > loss_kl: 1.805680513381958 (2.0177921697722008) | > loss_feat: 6.632004261016846 (6.95488862416253) | > loss_mel: 17.13733673095703 (17.11635058609086) | > loss_duration: 2.1452364921569824 (2.006054067731502) | > loss_1: 30.129953384399414 (30.582760806059717) | > grad_norm_1: tensor(260.1128, device='cuda:0') (tensor(165.2052, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.3891 (0.37797051338694226) | > loader_time: 0.0046 (0.0040372388446750385)  --> TIME: 2024-06-12 04:14:03 -- STEP: 224/330 -- GLOBAL_STEP: 363775 | > loss_disc: 2.3248133659362793 (2.3586145085947856) | > loss_disc_real_0: 0.16665881872177124 (0.11577591291695301) | > loss_disc_real_1: 0.19219082593917847 (0.19599326367356948) | > loss_disc_real_2: 0.2010609209537506 (0.2106295377681298) | > loss_disc_real_3: 0.21659354865550995 (0.2294589105461325) | > loss_disc_real_4: 0.20992791652679443 (0.2307822588565094) | > loss_disc_real_5: 0.21321342885494232 (0.2204796986521355) | > loss_0: 2.3248133659362793 (2.3586145085947856) | > grad_norm_0: tensor(56.8549, device='cuda:0') (tensor(16.8627, device='cuda:0')) | > loss_gen: 2.527853488922119 (2.497663890676839) | > loss_kl: 2.058979034423828 (2.0242474286683967) | > loss_feat: 7.42637825012207 (6.98161301442555) | > loss_mel: 16.9599609375 (17.10880385126388) | > loss_duration: 2.1394972801208496 (2.014168150190796) | > loss_1: 31.112668991088867 (30.626496408666885) | > grad_norm_1: tensor(593.3809, device='cuda:0') (tensor(199.3245, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.4027 (0.38085699187857786) | > loader_time: 0.005 (0.004146431173597068)  --> TIME: 2024-06-12 04:14:14 -- STEP: 249/330 -- GLOBAL_STEP: 363800 | > loss_disc: 2.454042434692383 (2.3606595112138007) | > loss_disc_real_0: 0.1522795557975769 (0.11766535921927437) | > loss_disc_real_1: 0.23217639327049255 (0.19598364470952964) | > loss_disc_real_2: 0.2416061908006668 (0.21072817722477588) | > loss_disc_real_3: 0.25854289531707764 (0.22936206553355756) | > loss_disc_real_4: 0.2650681734085083 (0.23129769082529) | > loss_disc_real_5: 0.22762760519981384 (0.22222238042986536) | > loss_0: 2.454042434692383 (2.3606595112138007) | > grad_norm_0: tensor(33.4453, device='cuda:0') (tensor(18.0447, device='cuda:0')) | > loss_gen: 2.3697774410247803 (2.500672728182322) | > loss_kl: 1.960525631904602 (2.0270174148092317) | > loss_feat: 6.2408857345581055 (6.996655818448967) | > loss_mel: 16.49631690979004 (17.08150351574144) | > loss_duration: 2.091831684112549 (2.0232733468932795) | > loss_1: 29.15933609008789 (30.629122921740674) | > grad_norm_1: tensor(423.1774, device='cuda:0') (tensor(223.2730, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.4206 (0.3851214451004704) | > loader_time: 0.0056 (0.004274487974174536)  --> TIME: 2024-06-12 04:14:25 -- STEP: 274/330 -- GLOBAL_STEP: 363825 | > loss_disc: 2.4764771461486816 (2.367088069010825) | > loss_disc_real_0: 0.15653491020202637 (0.11914872575252161) | > loss_disc_real_1: 0.20193353295326233 (0.19707372284283603) | > loss_disc_real_2: 0.19681766629219055 (0.21065816065690812) | > loss_disc_real_3: 0.22713467478752136 (0.22971446551110622) | > loss_disc_real_4: 0.24981015920639038 (0.23148586562950246) | > loss_disc_real_5: 0.2595083713531494 (0.2222832387489994) | > loss_0: 2.4764771461486816 (2.367088069010825) | > grad_norm_0: tensor(59.4868, device='cuda:0') (tensor(19.1039, device='cuda:0')) | > loss_gen: 2.447132110595703 (2.4935325523362537) | > loss_kl: 2.1130733489990234 (2.0308898147875385) | > loss_feat: 6.642597675323486 (6.98121685355249) | > loss_mel: 15.876072883605957 (17.039522352009794) | > loss_duration: 2.1225972175598145 (2.0326120596732538) | > loss_1: 29.201473236083984 (30.577773706756368) | > grad_norm_1: tensor(293.6842, device='cuda:0') (tensor(234.7138, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.453 (0.3897932080456812) | > loader_time: 0.0062 (0.004451911814891515)  --> TIME: 2024-06-12 04:14:37 -- STEP: 299/330 -- GLOBAL_STEP: 363850 | > loss_disc: 2.4023683071136475 (2.3694418840185048) | > loss_disc_real_0: 0.1327453851699829 (0.12017489123753082) | > loss_disc_real_1: 0.17847727239131927 (0.19749088171732462) | > loss_disc_real_2: 0.25195246934890747 (0.21097129239485815) | > loss_disc_real_3: 0.22438493371009827 (0.22952488074733263) | > loss_disc_real_4: 0.2387433797121048 (0.23163552188554337) | > loss_disc_real_5: 0.21622999012470245 (0.2223768152520808) | > loss_0: 2.4023683071136475 (2.3694418840185048) | > grad_norm_0: tensor(27.4474, device='cuda:0') (tensor(19.7226, device='cuda:0')) | > loss_gen: 2.4008965492248535 (2.4900973194020244) | > loss_kl: 2.0946950912475586 (2.0371054363091265) | > loss_feat: 6.86124324798584 (6.984886713251222) | > loss_mel: 17.17080307006836 (16.997840281712964) | > loss_duration: 2.200594902038574 (2.043561238907651) | > loss_1: 30.728233337402344 (30.553491056563463) | > grad_norm_1: tensor(174.9412, device='cuda:0') (tensor(244.8089, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.475 (0.3959924058371963) | > loader_time: 0.0073 (0.004629328896768123)  --> TIME: 2024-06-12 04:14:50 -- STEP: 324/330 -- GLOBAL_STEP: 363875 | > loss_disc: 2.411078453063965 (2.3713175198178225) | > loss_disc_real_0: 0.16073788702487946 (0.12125736526730987) | > loss_disc_real_1: 0.18879109621047974 (0.19817018030602254) | > loss_disc_real_2: 0.21010029315948486 (0.21121868569357896) | > loss_disc_real_3: 0.23382122814655304 (0.22915022433907897) | > loss_disc_real_4: 0.24641162157058716 (0.23139536357772203) | > loss_disc_real_5: 0.20142415165901184 (0.22216391232278612) | > loss_0: 2.411078453063965 (2.3713175198178225) | > grad_norm_0: tensor(24.2038, device='cuda:0') (tensor(20.6625, device='cuda:0')) | > loss_gen: 2.3098514080047607 (2.4870971088056213) | > loss_kl: 2.2141406536102295 (2.044397857454089) | > loss_feat: 8.538192749023438 (7.025968377972826) | > loss_mel: 16.684123992919922 (16.969051873242403) | > loss_duration: 2.260028839111328 (2.058511721131244) | > loss_1: 32.00634002685547 (30.585027000050484) | > grad_norm_1: tensor(536.7784, device='cuda:0') (tensor(258.0999, device='cuda:0')) | > current_lr_0: 0.0001801763047881707 | > current_lr_1: 0.0001801763047881707 | > step_time: 0.6311 (0.4066310392485725) | > loader_time: 0.0096 (0.0048780448642777845)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.572474956512451 (2.572474956512451) | > loss_disc_real_0: 0.14253056049346924 (0.14253056049346924) | > loss_disc_real_1: 0.21643628180027008 (0.21643628180027008) | > loss_disc_real_2: 0.17164243757724762 (0.17164243757724762) | > loss_disc_real_3: 0.23457196354866028 (0.23457196354866028) | > loss_disc_real_4: 0.2889946401119232 (0.2889946401119232) | > loss_disc_real_5: 0.25046756863594055 (0.25046756863594055) | > loss_0: 2.572474956512451 (2.572474956512451) | > loss_gen: 2.1389989852905273 (2.1389989852905273) | > loss_kl: 2.6193528175354004 (2.6193528175354004) | > loss_feat: 6.198026657104492 (6.198026657104492) | > loss_mel: 16.149616241455078 (16.149616241455078) | > loss_duration: 3.1230180263519287 (3.1230180263519287) | > loss_1: 30.229013442993164 (30.229013442993164)  --> STEP: 1 | > loss_disc: 2.0757484436035156 (2.0757484436035156) | > loss_disc_real_0: 0.04062408208847046 (0.04062408208847046) | > loss_disc_real_1: 0.1664234697818756 (0.1664234697818756) | > loss_disc_real_2: 0.15671087801456451 (0.15671087801456451) | > loss_disc_real_3: 0.22480207681655884 (0.22480207681655884) | > loss_disc_real_4: 0.26680341362953186 (0.26680341362953186) | > loss_disc_real_5: 0.21739257872104645 (0.21739257872104645) | > loss_0: 2.0757484436035156 (2.0757484436035156) | > loss_gen: 2.6504006385803223 (2.6504006385803223) | > loss_kl: 2.9388880729675293 (2.9388880729675293) | > loss_feat: 7.91456413269043 (7.91456413269043) | > loss_mel: 18.940879821777344 (18.940879821777344) | > loss_duration: 2.4163262844085693 (2.4163262844085693) | > loss_1: 34.86105728149414 (34.86105728149414)  --> STEP: 2 | > loss_disc: 2.3837664127349854 (2.2297574281692505) | > loss_disc_real_0: 0.12424136698246002 (0.08243272453546524) | > loss_disc_real_1: 0.1961592584848404 (0.181291364133358) | > loss_disc_real_2: 0.1878085732460022 (0.17225972563028336) | > loss_disc_real_3: 0.26387104392051697 (0.2443365603685379) | > loss_disc_real_4: 0.24406510591506958 (0.2554342597723007) | > loss_disc_real_5: 0.2682943642139435 (0.24284347146749496) | > loss_0: 2.3837664127349854 (2.2297574281692505) | > loss_gen: 2.516744613647461 (2.5835726261138916) | > loss_kl: 3.8863027095794678 (3.4125953912734985) | > loss_feat: 5.396566390991211 (6.65556526184082) | > loss_mel: 17.207103729248047 (18.073991775512695) | > loss_duration: 2.5045149326324463 (2.460420608520508) | > loss_1: 31.511232376098633 (33.18614482879639)  --> STEP: 3 | > loss_disc: 2.275643825531006 (2.2450528939565024) | > loss_disc_real_0: 0.08807072788476944 (0.0843120589852333) | > loss_disc_real_1: 0.13587650656700134 (0.1661530782779058) | > loss_disc_real_2: 0.13394802808761597 (0.15948915978272757) | > loss_disc_real_3: 0.21415990591049194 (0.23427767554918924) | > loss_disc_real_4: 0.27114295959472656 (0.2606704930464427) | > loss_disc_real_5: 0.2608674466609955 (0.2488514631986618) | > loss_0: 2.275643825531006 (2.2450528939565024) | > loss_gen: 2.3541295528411865 (2.5070916016896567) | > loss_kl: 3.506706476211548 (3.443965752919515) | > loss_feat: 7.008011341094971 (6.77304728825887) | > loss_mel: 17.49755096435547 (17.881844838460285) | > loss_duration: 2.424745798110962 (2.448529005050659) | > loss_1: 32.79114532470703 (33.054478327433266)  --> STEP: 4 | > loss_disc: 2.561410427093506 (2.324142277240753) | > loss_disc_real_0: 0.12310712784528732 (0.09401082620024681) | > loss_disc_real_1: 0.1634533852338791 (0.1654781550168991) | > loss_disc_real_2: 0.17523358762264252 (0.1634252667427063) | > loss_disc_real_3: 0.26279354095458984 (0.2414066419005394) | > loss_disc_real_4: 0.3001331686973572 (0.2705361619591713) | > loss_disc_real_5: 0.3122692108154297 (0.2647059001028538) | > loss_0: 2.561410427093506 (2.324142277240753) | > loss_gen: 2.328531503677368 (2.4624515771865845) | > loss_kl: 3.7559192180633545 (3.521954119205475) | > loss_feat: 7.087315082550049 (6.851614236831665) | > loss_mel: 18.392410278320312 (18.009486198425293) | > loss_duration: 2.3551182746887207 (2.4251763224601746) | > loss_1: 33.91929626464844 (33.27068281173706)  --> STEP: 5 | > loss_disc: 2.5536086559295654 (2.3700355529785155) | > loss_disc_real_0: 0.17142590880393982 (0.10949384272098542) | > loss_disc_real_1: 0.20135536789894104 (0.1726535975933075) | > loss_disc_real_2: 0.17411917448043823 (0.16556404829025267) | > loss_disc_real_3: 0.24257302284240723 (0.24163991808891297) | > loss_disc_real_4: 0.281778484582901 (0.2727846264839172) | > loss_disc_real_5: 0.28838279843330383 (0.2694412797689438) | > loss_0: 2.5536086559295654 (2.3700355529785155) | > loss_gen: 2.3429508209228516 (2.438551425933838) | > loss_kl: 2.4692859649658203 (3.3114204883575438) | > loss_feat: 5.32185697555542 (6.545662784576416) | > loss_mel: 16.623762130737305 (17.732341384887697) | > loss_duration: 2.2857322692871094 (2.3972875118255614) | > loss_1: 29.043588638305664 (32.42526397705078)  --> STEP: 6 | > loss_disc: 2.549752712249756 (2.3999884128570557) | > loss_disc_real_0: 0.19040513038635254 (0.12297905733187993) | > loss_disc_real_1: 0.16017381846904755 (0.17057363440593085) | > loss_disc_real_2: 0.1830437332391739 (0.16847732911507288) | > loss_disc_real_3: 0.29078301787376404 (0.24983043471972147) | > loss_disc_real_4: 0.28177523612976074 (0.2742830614248912) | > loss_disc_real_5: 0.3290759027004242 (0.2793803835908572) | > loss_0: 2.549752712249756 (2.3999884128570557) | > loss_gen: 2.285085678100586 (2.4129738012949624) | > loss_kl: 3.0061709880828857 (3.260545571645101) | > loss_feat: 5.196716785430908 (6.320838451385498) | > loss_mel: 17.051998138427734 (17.618950843811035) | > loss_duration: 2.2198538780212402 (2.3677152395248413) | > loss_1: 29.75982666015625 (31.981024424235027)  --> STEP: 7 | > loss_disc: 2.4538228511810303 (2.4076790469033376) | > loss_disc_real_0: 0.11261868476867676 (0.12149900410856519) | > loss_disc_real_1: 0.11996254324913025 (0.1633434785263879) | > loss_disc_real_2: 0.2680671513080597 (0.18270444657121385) | > loss_disc_real_3: 0.255879282951355 (0.25069455589566914) | > loss_disc_real_4: 0.3099932074546814 (0.2793845108577183) | > loss_disc_real_5: 0.279531866312027 (0.27940202397959574) | > loss_0: 2.4538228511810303 (2.4076790469033376) | > loss_gen: 2.4156508445739746 (2.413356236049107) | > loss_kl: 4.3101019859313965 (3.410482202257429) | > loss_feat: 5.752878189086914 (6.239701271057129) | > loss_mel: 18.37141990661621 (17.726446424211776) | > loss_duration: 2.5860979557037354 (2.3989127704075406) | > loss_1: 33.43614959716797 (32.18889944893973)  --> STEP: 8 | > loss_disc: 2.0640435218811035 (2.3647246062755585) | > loss_disc_real_0: 0.16883869469165802 (0.1274164654314518) | > loss_disc_real_1: 0.1811572164297104 (0.1655701957643032) | > loss_disc_real_2: 0.19996242225170135 (0.1848616935312748) | > loss_disc_real_3: 0.19288930296897888 (0.24346889927983284) | > loss_disc_real_4: 0.2257741391658783 (0.2726832143962383) | > loss_disc_real_5: 0.21690630912780762 (0.2715900596231222) | > loss_0: 2.0640435218811035 (2.3647246062755585) | > loss_gen: 2.923755645751953 (2.477156162261963) | > loss_kl: 3.483921527862549 (3.419662117958069) | > loss_feat: 9.148001670837402 (6.603238821029663) | > loss_mel: 18.87421417236328 (17.869917392730713) | > loss_duration: 2.2377984523773193 (2.378773480653763) | > loss_1: 36.66769027709961 (32.74874830245972)  --> STEP: 9 | > loss_disc: 2.460322380065918 (2.375346581141154) | > loss_disc_real_0: 0.12463084608316422 (0.12710695217053095) | > loss_disc_real_1: 0.23182909190654755 (0.17293229533566368) | > loss_disc_real_2: 0.13809458911418915 (0.17966534859604305) | > loss_disc_real_3: 0.16554400324821472 (0.23481057749854195) | > loss_disc_real_4: 0.21561087667942047 (0.2663418435388141) | > loss_disc_real_5: 0.2339157909154892 (0.26740402976671857) | > loss_0: 2.460322380065918 (2.375346581141154) | > loss_gen: 2.212886333465576 (2.4477928479512534) | > loss_kl: 2.423041343688965 (3.308926476372613) | > loss_feat: 12.228388786315918 (7.228255483839247) | > loss_mel: 18.92807388305664 (17.98749033610026) | > loss_duration: 2.1848838329315186 (2.3572301864624023) | > loss_1: 37.97727584838867 (33.329695807562935)  --> STEP: 10 | > loss_disc: 2.480736494064331 (2.3858855724334718) | > loss_disc_real_0: 0.15911875665187836 (0.1303081326186657) | > loss_disc_real_1: 0.2892362177371979 (0.18456268757581712) | > loss_disc_real_2: 0.13008719682693481 (0.17470753341913223) | > loss_disc_real_3: 0.1975243240594864 (0.2310819521546364) | > loss_disc_real_4: 0.29187116026878357 (0.26889477521181104) | > loss_disc_real_5: 0.2689686417579651 (0.2675604909658432) | > loss_0: 2.480736494064331 (2.3858855724334718) | > loss_gen: 2.3420820236206055 (2.4372217655181885) | > loss_kl: 2.708904266357422 (3.2489242553710938) | > loss_feat: 4.8140363693237305 (6.986833572387695) | > loss_mel: 15.951472282409668 (17.7838885307312) | > loss_duration: 2.4329476356506348 (2.3648019313812254) | > loss_1: 28.249441146850586 (32.821670341491696)  --> STEP: 11 | > loss_disc: 2.433774948120117 (2.3902391520413486) | > loss_disc_real_0: 0.11784091591835022 (0.12917474928227338) | > loss_disc_real_1: 0.22202156484127045 (0.1879680400544947) | > loss_disc_real_2: 0.16317225992679596 (0.1736588721925562) | > loss_disc_real_3: 0.19016113877296448 (0.22736187821084802) | > loss_disc_real_4: 0.23643578588962555 (0.2659439580007033) | > loss_disc_real_5: 0.3252379894256592 (0.27280389991673554) | > loss_0: 2.433774948120117 (2.3902391520413486) | > loss_gen: 2.369900703430176 (2.431101668964733) | > loss_kl: 3.6399645805358887 (3.2844733758406206) | > loss_feat: 7.860095977783203 (7.066221063787287) | > loss_mel: 17.37749481201172 (17.74694364721125) | > loss_duration: 2.551208257675171 (2.3817479610443115) | > loss_1: 33.79866409301758 (32.91048795526678)  --> STEP: 12 | > loss_disc: 2.652986764907837 (2.4121347864468894) | > loss_disc_real_0: 0.13470523059368134 (0.1296356227248907) | > loss_disc_real_1: 0.2359449416399002 (0.1919661151866118) | > loss_disc_real_2: 0.21866384148597717 (0.17740928630034128) | > loss_disc_real_3: 0.2158370167016983 (0.22640147308508554) | > loss_disc_real_4: 0.2765582203865051 (0.2668284798661868) | > loss_disc_real_5: 0.21477043628692627 (0.26796777794758475) | > loss_0: 2.652986764907837 (2.4121347864468894) | > loss_gen: 2.017510175704956 (2.3966357111930847) | > loss_kl: 2.9835314750671387 (3.259394884109497) | > loss_feat: 5.454061031341553 (6.931874394416809) | > loss_mel: 15.242682456970215 (17.538255214691166) | > loss_duration: 2.2709639072418213 (2.3725159565607705) | > loss_1: 27.968748092651367 (32.49867630004883)  --> STEP: 13 | > loss_disc: 2.715426445007324 (2.435464914028461) | > loss_disc_real_0: 0.18638975918293 (0.13400132552935526) | > loss_disc_real_1: 0.18452870845794678 (0.1913940069767145) | > loss_disc_real_2: 0.20493459701538086 (0.17952661789380586) | > loss_disc_real_3: 0.2519036531448364 (0.22836317924352792) | > loss_disc_real_4: 0.2516433894634247 (0.2656603959890512) | > loss_disc_real_5: 0.2660507261753082 (0.2678203124266404) | > loss_0: 2.715426445007324 (2.435464914028461) | > loss_gen: 2.213357925415039 (2.3825374199793887) | > loss_kl: 3.744199275970459 (3.2966875296372633) | > loss_feat: 5.960822582244873 (6.857178101172814) | > loss_mel: 15.461568832397461 (17.37851010836088) | > loss_duration: 2.3204472064971924 (2.3685106680943417) | > loss_1: 29.700397491455078 (32.28342408400316)  --> STEP: 14 | > loss_disc: 2.397306442260742 (2.4327393089021956) | > loss_disc_real_0: 0.1428828239440918 (0.134635718273265) | > loss_disc_real_1: 0.18299783766269684 (0.19079428059714182) | > loss_disc_real_2: 0.14097000658512115 (0.17677257422889983) | > loss_disc_real_3: 0.2467777580022812 (0.2296785062977246) | > loss_disc_real_4: 0.2630409598350525 (0.26547329340662273) | > loss_disc_real_5: 0.19172519445419312 (0.2623849468571799) | > loss_0: 2.397306442260742 (2.4327393089021956) | > loss_gen: 2.257978677749634 (2.3736403669629778) | > loss_kl: 3.975855827331543 (3.3451995509011403) | > loss_feat: 6.58596658706665 (6.837805850165231) | > loss_mel: 18.67375373840332 (17.47102751050677) | > loss_duration: 2.406926393508911 (2.3712546484810963) | > loss_1: 33.900482177734375 (32.39892823355539)  --> STEP: 15 | > loss_disc: 2.4943220615386963 (2.436844825744629) | > loss_disc_real_0: 0.19242854416370392 (0.13848857333262762) | > loss_disc_real_1: 0.15877670049667358 (0.18865977525711058) | > loss_disc_real_2: 0.17145881056785583 (0.17641832331816357) | > loss_disc_real_3: 0.22877296805381775 (0.22961813708146414) | > loss_disc_real_4: 0.2382027804851532 (0.2636552592118581) | > loss_disc_real_5: 0.23239447176456451 (0.2603855818510055) | > loss_0: 2.4943220615386963 (2.436844825744629) | > loss_gen: 2.218121290206909 (2.3632724285125732) | > loss_kl: 3.427780866622925 (3.3507049719492596) | > loss_feat: 5.898961544036865 (6.775216229756674) | > loss_mel: 17.11173439025879 (17.44707463582357) | > loss_duration: 2.418351888656616 (2.3743944644927977) | > loss_1: 31.074949264526367 (32.31066296895345)  --> STEP: 16 | > loss_disc: 2.526698589324951 (2.442460685968399) | > loss_disc_real_0: 0.13185787200927734 (0.13807415449991822) | > loss_disc_real_1: 0.24145041406154633 (0.19195919018238783) | > loss_disc_real_2: 0.2511143386363983 (0.18108682427555323) | > loss_disc_real_3: 0.2062491923570633 (0.22815757803618908) | > loss_disc_real_4: 0.22301211953163147 (0.26111506298184395) | > loss_disc_real_5: 0.1917371153831482 (0.25609505269676447) | > loss_0: 2.526698589324951 (2.442460685968399) | > loss_gen: 2.2032527923583984 (2.3532712012529373) | > loss_kl: 2.8624556064605713 (3.3201893866062164) | > loss_feat: 9.305768966674805 (6.933375775814056) | > loss_mel: 14.84028434753418 (17.28415024280548) | > loss_duration: 2.4216809272766113 (2.377349868416786) | > loss_1: 31.633441925048828 (32.26833665370941)  --> STEP: 17 | > loss_disc: 2.6166491508483887 (2.4527070662554573) | > loss_disc_real_0: 0.1743420660495758 (0.1402075610616628) | > loss_disc_real_1: 0.3312603533267975 (0.20015337624970606) | > loss_disc_real_2: 0.205819234251976 (0.18254167192122517) | > loss_disc_real_3: 0.29186826944351196 (0.2319052657660316) | > loss_disc_real_4: 0.24939647316932678 (0.26042573416934295) | > loss_disc_real_5: 0.29508984088897705 (0.2583888637668946) | > loss_0: 2.6166491508483887 (2.4527070662554573) | > loss_gen: 2.339388132095337 (2.3524545501260197) | > loss_kl: 2.657862663269043 (3.2812289911157944) | > loss_feat: 5.172266960144043 (6.829781139598174) | > loss_mel: 15.575983047485352 (17.183669819551355) | > loss_duration: 2.481356143951416 (2.3834678846247055) | > loss_1: 28.226856231689453 (32.030602511237646)  --> STEP: 18 | > loss_disc: 2.577155590057373 (2.4596208731333413) | > loss_disc_real_0: 0.1660822033882141 (0.14164504119091564) | > loss_disc_real_1: 0.20039136707782745 (0.20016659796237946) | > loss_disc_real_2: 0.16055485606193542 (0.1813201821512646) | > loss_disc_real_3: 0.1871577799320221 (0.22941929433080885) | > loss_disc_real_4: 0.22662752866744995 (0.2585480560859044) | > loss_disc_real_5: 0.1845076084136963 (0.2542843495806058) | > loss_0: 2.577155590057373 (2.4596208731333413) | > loss_gen: 1.8898333311080933 (2.3267533712916904) | > loss_kl: 3.56722354888916 (3.297117577658759) | > loss_feat: 5.3603949546813965 (6.7481485737694635) | > loss_mel: 14.732048034667969 (17.047468609280056) | > loss_duration: 2.2715792655944824 (2.3772518502341375) | > loss_1: 27.82107925415039 (31.796740108066135)  --> STEP: 19 | > loss_disc: 2.4083166122436523 (2.4569206488759896) | > loss_disc_real_0: 0.1005324274301529 (0.13948121941403338) | > loss_disc_real_1: 0.20432350039482117 (0.20038538230092903) | > loss_disc_real_2: 0.1447201818227768 (0.1793938663445021) | > loss_disc_real_3: 0.23904649913311005 (0.22992598932040365) | > loss_disc_real_4: 0.23027081787586212 (0.25705978039063904) | > loss_disc_real_5: 0.21993088722229004 (0.25247627261437866) | > loss_0: 2.4083166122436523 (2.4569206488759896) | > loss_gen: 2.2825472354888916 (2.3244267325652275) | > loss_kl: 2.2578933238983154 (3.2424215643029464) | > loss_feat: 10.035750389099121 (6.921180248260498) | > loss_mel: 17.668182373046875 (17.080137754741468) | > loss_duration: 2.3573830127716064 (2.376206121946636) | > loss_1: 34.60175704956055 (31.944372578671103)  --> STEP: 20 | > loss_disc: 2.5881519317626953 (2.463482213020325) | > loss_disc_real_0: 0.14388799667358398 (0.13970155827701092) | > loss_disc_real_1: 0.2000586837530136 (0.20036904737353325) | > loss_disc_real_2: 0.2107972651720047 (0.18096403628587723) | > loss_disc_real_3: 0.24301017820835114 (0.23058019876480101) | > loss_disc_real_4: 0.3110940158367157 (0.25976149216294286) | > loss_disc_real_5: 0.38670188188552856 (0.2591875530779362) | > loss_0: 2.5881519317626953 (2.463482213020325) | > loss_gen: 2.626697540283203 (2.339540272951126) | > loss_kl: 2.605849504470825 (3.2105929613113404) | > loss_feat: 7.629887104034424 (6.956615591049195) | > loss_mel: 19.020097732543945 (17.177135753631593) | > loss_duration: 2.2913289070129395 (2.3719622611999513) | > loss_1: 34.17386245727539 (32.05584707260132)  --> STEP: 21 | > loss_disc: 2.5619306564331055 (2.468170234135219) | > loss_disc_real_0: 0.11988550424575806 (0.13875793665647507) | > loss_disc_real_1: 0.21735255420207977 (0.20117778579394022) | > loss_disc_real_2: 0.1678168773651123 (0.18033798109917415) | > loss_disc_real_3: 0.27585461735725403 (0.23273612345967973) | > loss_disc_real_4: 0.1798383891582489 (0.2559556301151003) | > loss_disc_real_5: 0.244842067360878 (0.2585044347104572) | > loss_0: 2.5619306564331055 (2.468170234135219) | > loss_gen: 2.0989742279052734 (2.3280847469965615) | > loss_kl: 2.71515154838562 (3.1870005130767822) | > loss_feat: 6.346263885498047 (6.927551224118187) | > loss_mel: 14.73266315460205 (17.060732296534947) | > loss_duration: 2.179420232772827 (2.362793593179612) | > loss_1: 28.072473526000977 (31.8661626180013)  --> STEP: 22 | > loss_disc: 2.5245347023010254 (2.470732255415483) | > loss_disc_real_0: 0.14302216470241547 (0.1389517652040178) | > loss_disc_real_1: 0.12856519222259521 (0.1978772133588791) | > loss_disc_real_2: 0.11601083725690842 (0.1774140200154348) | > loss_disc_real_3: 0.2236921191215515 (0.23232503235340118) | > loss_disc_real_4: 0.3012199401855469 (0.25801309875466605) | > loss_disc_real_5: 0.21649350225925446 (0.2565948468717662) | > loss_0: 2.5245347023010254 (2.470732255415483) | > loss_gen: 1.9493765830993652 (2.310870739546689) | > loss_kl: 2.4647622108459473 (3.154171499339017) | > loss_feat: 6.237598896026611 (6.8961897546594795) | > loss_mel: 16.148279190063477 (17.019257155331697) | > loss_duration: 2.208380699157715 (2.355774825269526) | > loss_1: 29.00839614868164 (31.736264142123137)  --> STEP: 23 | > loss_disc: 2.350581645965576 (2.4655083158741826) | > loss_disc_real_0: 0.22331655025482178 (0.14261979933666147) | > loss_disc_real_1: 0.20189577341079712 (0.19805193336113638) | > loss_disc_real_2: 0.16274969279766083 (0.17677644057118375) | > loss_disc_real_3: 0.2303931564092636 (0.23224103774713434) | > loss_disc_real_4: 0.25299811363220215 (0.2577950559232546) | > loss_disc_real_5: 0.23850569128990173 (0.25580836184646777) | > loss_0: 2.350581645965576 (2.4655083158741826) | > loss_gen: 2.5568037033081055 (2.321563477101533) | > loss_kl: 2.689723491668701 (3.1339781077011772) | > loss_feat: 6.890413284301758 (6.895938603774361) | > loss_mel: 15.90906047821045 (16.970987734587297) | > loss_duration: 2.2966690063476562 (2.3532050070555313) | > loss_1: 30.342670440673828 (31.67567311162534)  --> STEP: 24 | > loss_disc: 2.6692452430725098 (2.4739973545074463) | > loss_disc_real_0: 0.22163605690002441 (0.1459121434018016) | > loss_disc_real_1: 0.2394079715013504 (0.19977510161697865) | > loss_disc_real_2: 0.19397306442260742 (0.17749296656499305) | > loss_disc_real_3: 0.23384712636470795 (0.2323079581061999) | > loss_disc_real_4: 0.292764812707901 (0.25925212912261486) | > loss_disc_real_5: 0.31162407994270325 (0.25813401676714426) | > loss_0: 2.6692452430725098 (2.4739973545074463) | > loss_gen: 2.3340816497802734 (2.322085067629814) | > loss_kl: 2.630502700805664 (3.1129999657471976) | > loss_feat: 5.830880641937256 (6.851561188697815) | > loss_mel: 15.458832740783691 (16.907981276512146) | > loss_duration: 2.3952443599700928 (2.354956646760305) | > loss_1: 28.6495418548584 (31.54958430926005)  --> STEP: 25 | > loss_disc: 2.5347094535827637 (2.476425838470459) | > loss_disc_real_0: 0.20190440118312836 (0.14815183371305465) | > loss_disc_real_1: 0.16154372692108154 (0.19824584662914277) | > loss_disc_real_2: 0.18246307969093323 (0.17769177109003068) | > loss_disc_real_3: 0.24855612218379974 (0.2329578846693039) | > loss_disc_real_4: 0.2190670669078827 (0.2576447266340256) | > loss_disc_real_5: 0.2331300675868988 (0.25713385879993444) | > loss_0: 2.5347094535827637 (2.476425838470459) | > loss_gen: 2.099297285079956 (2.3131735563278197) | > loss_kl: 2.882563591003418 (3.1037825107574464) | > loss_feat: 6.154773712158203 (6.823689689636231) | > loss_mel: 15.605812072753906 (16.855894508361818) | > loss_duration: 2.3764898777008057 (2.3558179759979248) | > loss_1: 29.11893653869629 (31.4523583984375)  --> STEP: 26 | > loss_disc: 3.269911289215088 (2.5069445096529446) | > loss_disc_real_0: 0.3357554078102112 (0.15536735579371452) | > loss_disc_real_1: 0.23589752614498138 (0.1996939881489827) | > loss_disc_real_2: 0.14761124551296234 (0.17653482779860497) | > loss_disc_real_3: 0.15988411009311676 (0.23014735487791207) | > loss_disc_real_4: 0.4877544045448303 (0.26649509886136424) | > loss_disc_real_5: 0.23240645229816437 (0.2561828047037125) | > loss_0: 3.269911289215088 (2.5069445096529446) | > loss_gen: 2.3170433044433594 (2.3133223927938023) | > loss_kl: 2.2435684204101562 (3.0706973534363966) | > loss_feat: 13.20003604888916 (7.068933780376728) | > loss_mel: 19.28989601135254 (16.949509950784538) | > loss_duration: 2.3220162391662598 (2.354517909196707) | > loss_1: 39.372562408447266 (31.75698162959172) --> EVAL PERFORMANCE | > avg_loader_time: 0.002359665357149564 (-0.0001920094856849089) | > avg_loss_disc: 2.5069445096529446 (+0.06522919122989368) | > avg_loss_disc_real_0: 0.15536735579371452 (-0.000461687978643599) | > avg_loss_disc_real_1: 0.1996939881489827 (+0.021039827225299984) | > avg_loss_disc_real_2: 0.17653482779860497 (-0.03644925241286939) | > avg_loss_disc_real_3: 0.23014735487791207 (-0.026459654936423688) | > avg_loss_disc_real_4: 0.26649509886136424 (+0.019043269065710244) | > avg_loss_disc_real_5: 0.2561828047037125 (+0.032995197921991404) | > avg_loss_0: 2.5069445096529446 (+0.06522919122989368) | > avg_loss_gen: 2.3133223927938023 (-0.008871193115527198) | > avg_loss_kl: 3.0706973534363966 (+0.005197094036982541) | > avg_loss_feat: 7.068933780376728 (+0.5618628905369691) | > avg_loss_mel: 16.949509950784538 (+0.13280890538142387) | > avg_loss_duration: 2.354517909196707 (-0.00027279670421931357) | > avg_loss_1: 31.75698162959172 (+0.690724739661583)  > EPOCH: 836/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:15:13)   --> TIME: 2024-06-12 04:15:22 -- STEP: 19/330 -- GLOBAL_STEP: 363900 | > loss_disc: 2.3486251831054688 (2.3462145704972115) | > loss_disc_real_0: 0.0904647558927536 (0.09969994582627949) | > loss_disc_real_1: 0.18684253096580505 (0.19578112975547188) | > loss_disc_real_2: 0.20480366051197052 (0.218151845430073) | > loss_disc_real_3: 0.22164003551006317 (0.2353110383999975) | > loss_disc_real_4: 0.22389134764671326 (0.23193274438381195) | > loss_disc_real_5: 0.25988003611564636 (0.22526486061121287) | > loss_0: 2.3486251831054688 (2.3462145704972115) | > grad_norm_0: tensor(16.8513, device='cuda:0') (tensor(11.4241, device='cuda:0')) | > loss_gen: 2.461707592010498 (2.520989543513248) | > loss_kl: 2.0118765830993652 (1.8533220855813277) | > loss_feat: 7.299569606781006 (7.001678893440648) | > loss_mel: 16.85010528564453 (17.570891129343135) | > loss_duration: 1.9419667720794678 (2.051174515172055) | > loss_1: 30.565227508544922 (30.998056411743164) | > grad_norm_1: tensor(79.0437, device='cuda:0') (tensor(125.9445, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3723 (0.3785510188654849) | > loader_time: 0.0041 (0.003369607423481188)  --> TIME: 2024-06-12 04:15:31 -- STEP: 44/330 -- GLOBAL_STEP: 363925 | > loss_disc: 2.358849048614502 (2.3222059119831435) | > loss_disc_real_0: 0.1132754236459732 (0.10211979005147111) | > loss_disc_real_1: 0.18559695780277252 (0.19304228912700305) | > loss_disc_real_2: 0.2384950816631317 (0.21051024848764593) | > loss_disc_real_3: 0.268057644367218 (0.22999778626994652) | > loss_disc_real_4: 0.25068187713623047 (0.2290237048132853) | > loss_disc_real_5: 0.23212942481040955 (0.22162045538425446) | > loss_0: 2.358849048614502 (2.3222059119831435) | > grad_norm_0: tensor(7.0188, device='cuda:0') (tensor(9.8846, device='cuda:0')) | > loss_gen: 2.709082841873169 (2.5274462699890132) | > loss_kl: 1.9793120622634888 (1.8981469111009077) | > loss_feat: 7.944663047790527 (7.075648773800243) | > loss_mel: 17.687028884887695 (17.3994123285467) | > loss_duration: 1.9049992561340332 (1.9990360574288801) | > loss_1: 32.2250862121582 (30.89969032460993) | > grad_norm_1: tensor(135.0502, device='cuda:0') (tensor(128.2670, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3852 (0.3779710151932456) | > loader_time: 0.0035 (0.0035326589237559924)  --> TIME: 2024-06-12 04:15:41 -- STEP: 69/330 -- GLOBAL_STEP: 363950 | > loss_disc: 2.43314266204834 (2.332883444385253) | > loss_disc_real_0: 0.13280242681503296 (0.10556268940369289) | > loss_disc_real_1: 0.16787850856781006 (0.1930402294881102) | > loss_disc_real_2: 0.2295575886964798 (0.21088075011536694) | > loss_disc_real_3: 0.24911455810070038 (0.22888513449309528) | > loss_disc_real_4: 0.22479552030563354 (0.2302809616793757) | > loss_disc_real_5: 0.2163131982088089 (0.22220756372679834) | > loss_0: 2.43314266204834 (2.332883444385253) | > grad_norm_0: tensor(7.2024, device='cuda:0') (tensor(9.6608, device='cuda:0')) | > loss_gen: 2.4473042488098145 (2.5067081071328428) | > loss_kl: 2.00931978225708 (1.9208256662755772) | > loss_feat: 6.792234420776367 (7.076426803201869) | > loss_mel: 16.578657150268555 (17.3079892034116) | > loss_duration: 1.9271900653839111 (1.9872935336569082) | > loss_1: 29.75470542907715 (30.79924323593361) | > grad_norm_1: tensor(52.2010, device='cuda:0') (tensor(118.2884, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3786 (0.3796015545941781) | > loader_time: 0.0043 (0.003667561904243801)  --> TIME: 2024-06-12 04:15:51 -- STEP: 94/330 -- GLOBAL_STEP: 363975 | > loss_disc: 2.3712058067321777 (2.3399157803109363) | > loss_disc_real_0: 0.14746028184890747 (0.10792707112875391) | > loss_disc_real_1: 0.21617278456687927 (0.19618559993327933) | > loss_disc_real_2: 0.18736761808395386 (0.2101476606219373) | > loss_disc_real_3: 0.21656319499015808 (0.22927385536914177) | > loss_disc_real_4: 0.2202727198600769 (0.23025442501331897) | > loss_disc_real_5: 0.20604394376277924 (0.22232893806822757) | > loss_0: 2.3712058067321777 (2.3399157803109363) | > grad_norm_0: tensor(5.3219, device='cuda:0') (tensor(9.3133, device='cuda:0')) | > loss_gen: 2.601769208908081 (2.4961014351946242) | > loss_kl: 2.154674530029297 (1.9514209945151146) | > loss_feat: 7.349563121795654 (7.0160011078449) | > loss_mel: 17.724594116210938 (17.217718489626627) | > loss_duration: 2.001840829849243 (1.9837373266828822) | > loss_1: 31.832441329956055 (30.664979346255038) | > grad_norm_1: tensor(119.7425, device='cuda:0') (tensor(112.0229, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3886 (0.3775608869309121) | > loader_time: 0.0037 (0.003687863654278694)  --> TIME: 2024-06-12 04:16:00 -- STEP: 119/330 -- GLOBAL_STEP: 364000 | > loss_disc: 2.4038712978363037 (2.345129796436856) | > loss_disc_real_0: 0.12302805483341217 (0.10935201921633311) | > loss_disc_real_1: 0.18449558317661285 (0.19570660741389298) | > loss_disc_real_2: 0.19323231279850006 (0.21023742729375341) | > loss_disc_real_3: 0.2440701574087143 (0.2290742144364269) | > loss_disc_real_4: 0.24594059586524963 (0.23101000174754807) | > loss_disc_real_5: 0.2335251271724701 (0.22337493588443563) | > loss_0: 2.4038712978363037 (2.345129796436856) | > grad_norm_0: tensor(10.0957, device='cuda:0') (tensor(9.2033, device='cuda:0')) | > loss_gen: 2.4829812049865723 (2.4910167926499813) | > loss_kl: 2.0656211376190186 (1.9686870625039108) | > loss_feat: 6.996935844421387 (6.981721581531172) | > loss_mel: 16.52450942993164 (17.212212458378136) | > loss_duration: 1.9973118305206299 (1.9856818493674784) | > loss_1: 30.067359924316406 (30.639319716381426) | > grad_norm_1: tensor(88.3880, device='cuda:0') (tensor(108.0450, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3826 (0.37608688017901254) | > loader_time: 0.0036 (0.003706070555358374) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_364000.pth  --> TIME: 2024-06-12 04:16:14 -- STEP: 144/330 -- GLOBAL_STEP: 364025 | > loss_disc: 2.3877980709075928 (2.351095762517718) | > loss_disc_real_0: 0.09670112282037735 (0.11086355532623) | > loss_disc_real_1: 0.21610771119594574 (0.1959831700142887) | > loss_disc_real_2: 0.22350360453128815 (0.21088950201455087) | > loss_disc_real_3: 0.2214590609073639 (0.22900114115327597) | > loss_disc_real_4: 0.21971012651920319 (0.23089903003225723) | > loss_disc_real_5: 0.22171810269355774 (0.2238546818908718) | > loss_0: 2.3877980709075928 (2.351095762517718) | > grad_norm_0: tensor(7.5138, device='cuda:0') (tensor(9.1206, device='cuda:0')) | > loss_gen: 2.3881704807281494 (2.4882746818992825) | > loss_kl: 1.9928953647613525 (1.9740445208218362) | > loss_feat: 7.7327189445495605 (6.983344187339147) | > loss_mel: 17.605262756347656 (17.231730024019882) | > loss_duration: 1.9925150871276855 (1.9907850664522913) | > loss_1: 31.711563110351562 (30.66817851861318) | > grad_norm_1: tensor(201.6876, device='cuda:0') (tensor(106.3642, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3945 (0.3767443117168215) | > loader_time: 0.004 (0.0037864711549546984)  --> TIME: 2024-06-12 04:16:25 -- STEP: 169/330 -- GLOBAL_STEP: 364050 | > loss_disc: 2.445648670196533 (2.354113159800422) | > loss_disc_real_0: 0.1045314222574234 (0.11253509436838725) | > loss_disc_real_1: 0.16423214972019196 (0.1959125811355354) | > loss_disc_real_2: 0.23897626996040344 (0.21045074757386947) | > loss_disc_real_3: 0.24165701866149902 (0.22902221245878546) | > loss_disc_real_4: 0.25260260701179504 (0.23117336419207105) | > loss_disc_real_5: 0.2606468200683594 (0.2237762381162869) | > loss_0: 2.445648670196533 (2.354113159800422) | > grad_norm_0: tensor(8.0387, device='cuda:0') (tensor(9.1420, device='cuda:0')) | > loss_gen: 2.3951351642608643 (2.4855007208310638) | > loss_kl: 2.0214123725891113 (1.982992266762186) | > loss_feat: 6.482669830322266 (6.983547741139429) | > loss_mel: 17.101194381713867 (17.233039201364008) | > loss_duration: 2.0552215576171875 (1.9964301282837547) | > loss_1: 30.055633544921875 (30.681510044978214) | > grad_norm_1: tensor(67.3595, device='cuda:0') (tensor(104.5543, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3877 (0.3803828919427635) | > loader_time: 0.0048 (0.003915092648839104)  --> TIME: 2024-06-12 04:16:35 -- STEP: 194/330 -- GLOBAL_STEP: 364075 | > loss_disc: 2.309293746948242 (2.359336044370513) | > loss_disc_real_0: 0.09969738125801086 (0.11392851273730858) | > loss_disc_real_1: 0.21074220538139343 (0.19630642273684137) | > loss_disc_real_2: 0.2376149743795395 (0.2104535916263295) | > loss_disc_real_3: 0.21755065023899078 (0.2291313279228112) | > loss_disc_real_4: 0.23063509166240692 (0.23173600227869662) | > loss_disc_real_5: 0.2143198400735855 (0.22415570277221425) | > loss_0: 2.309293746948242 (2.359336044370513) | > grad_norm_0: tensor(6.6585, device='cuda:0') (tensor(9.3545, device='cuda:0')) | > loss_gen: 2.4924118518829346 (2.478096565020452) | > loss_kl: 2.2049810886383057 (1.9947285338775398) | > loss_feat: 6.349676609039307 (6.967805805894518) | > loss_mel: 16.790056228637695 (17.218723828030612) | > loss_duration: 2.0377352237701416 (2.0042234892697683) | > loss_1: 29.874862670898438 (30.663578220249452) | > grad_norm_1: tensor(160.4071, device='cuda:0') (tensor(109.2008, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.4058 (0.3829754431223132) | > loader_time: 0.0051 (0.004040423127793776)  --> TIME: 2024-06-12 04:16:45 -- STEP: 219/330 -- GLOBAL_STEP: 364100 | > loss_disc: 2.3513498306274414 (2.363263493803538) | > loss_disc_real_0: 0.10531012713909149 (0.1150658707980696) | > loss_disc_real_1: 0.1620810627937317 (0.19650583976207803) | > loss_disc_real_2: 0.19691236317157745 (0.21093093355496725) | > loss_disc_real_3: 0.21905173361301422 (0.22989310399038063) | > loss_disc_real_4: 0.2005494385957718 (0.23194730880597955) | > loss_disc_real_5: 0.22178760170936584 (0.22398997394189443) | > loss_0: 2.3513498306274414 (2.363263493803538) | > grad_norm_0: tensor(30.6752, device='cuda:0') (tensor(10.8018, device='cuda:0')) | > loss_gen: 2.530395746231079 (2.4797190694504123) | > loss_kl: 2.173046112060547 (2.0048887740531476) | > loss_feat: 7.676809787750244 (6.981337218524114) | > loss_mel: 17.13111114501953 (17.202035320403912) | > loss_duration: 2.087721347808838 (2.01235305555335) | > loss_1: 31.599082946777344 (30.680333464113) | > grad_norm_1: tensor(500.0273, device='cuda:0') (tensor(129.9028, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.3995 (0.38624784935554957) | > loader_time: 0.0052 (0.0041798881199806275)  --> TIME: 2024-06-12 04:16:56 -- STEP: 244/330 -- GLOBAL_STEP: 364125 | > loss_disc: 2.3288369178771973 (2.3627808992979955) | > loss_disc_real_0: 0.12320880591869354 (0.11589114752704979) | > loss_disc_real_1: 0.17000849545001984 (0.19656360582982907) | > loss_disc_real_2: 0.1895429491996765 (0.2109887267722458) | > loss_disc_real_3: 0.227837473154068 (0.22958832912024904) | > loss_disc_real_4: 0.23134760558605194 (0.2315834023546977) | > loss_disc_real_5: 0.26261579990386963 (0.22391732733269207) | > loss_0: 2.3288369178771973 (2.3627808992979955) | > grad_norm_0: tensor(74.4336, device='cuda:0') (tensor(13.0154, device='cuda:0')) | > loss_gen: 2.632415771484375 (2.484895558630833) | > loss_kl: 2.137478828430176 (2.00790946552011) | > loss_feat: 7.6565351486206055 (6.989385780740957) | > loss_mel: 17.083417892456055 (17.149140756638317) | > loss_duration: 2.0260117053985596 (2.0214040640924806) | > loss_1: 31.535860061645508 (30.652735647608022) | > grad_norm_1: tensor(515.2083, device='cuda:0') (tensor(157.6004, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.4441 (0.39025174496603793) | > loader_time: 0.0059 (0.004342580427888967)  --> TIME: 2024-06-12 04:17:07 -- STEP: 269/330 -- GLOBAL_STEP: 364150 | > loss_disc: 2.4577488899230957 (2.3655353638319276) | > loss_disc_real_0: 0.1906130015850067 (0.11704336768743274) | > loss_disc_real_1: 0.22898522019386292 (0.19712784692478888) | > loss_disc_real_2: 0.25848886370658875 (0.21137323017235582) | > loss_disc_real_3: 0.23363789916038513 (0.22965716506911918) | > loss_disc_real_4: 0.19876842200756073 (0.23218393541844803) | > loss_disc_real_5: 0.1907787322998047 (0.22336289829481046) | > loss_0: 2.4577488899230957 (2.3655353638319276) | > grad_norm_0: tensor(19.3932, device='cuda:0') (tensor(15.1361, device='cuda:0')) | > loss_gen: 2.4789199829101562 (2.491193942420987) | > loss_kl: 2.0367813110351562 (2.0143591559952543) | > loss_feat: 6.405696392059326 (6.996945755189236) | > loss_mel: 16.613853454589844 (17.119602015470477) | > loss_duration: 2.1279172897338867 (2.030060299267114) | > loss_1: 29.663169860839844 (30.652161126686295) | > grad_norm_1: tensor(159.6899, device='cuda:0') (tensor(181.3684, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.4416 (0.39465446188547354) | > loader_time: 0.0065 (0.004496281031782302)  --> TIME: 2024-06-12 04:17:19 -- STEP: 294/330 -- GLOBAL_STEP: 364175 | > loss_disc: 2.398770570755005 (2.3675905328218625) | > loss_disc_real_0: 0.0800924301147461 (0.11805235607182088) | > loss_disc_real_1: 0.15950854122638702 (0.19698999371050163) | > loss_disc_real_2: 0.20510922372341156 (0.2116589759077345) | > loss_disc_real_3: 0.24816618859767914 (0.23000598855975535) | > loss_disc_real_4: 0.22914303839206696 (0.2323230218623771) | > loss_disc_real_5: 0.22420287132263184 (0.22305833543238993) | > loss_0: 2.398770570755005 (2.3675905328218625) | > grad_norm_0: tensor(21.1220, device='cuda:0') (tensor(16.7488, device='cuda:0')) | > loss_gen: 2.241306781768799 (2.4895932909582745) | > loss_kl: 2.1103219985961914 (2.021460874551009) | > loss_feat: 7.29831075668335 (7.009890269260016) | > loss_mel: 16.62565040588379 (17.077856410928316) | > loss_duration: 2.1824357509613037 (2.0403278830911042) | > loss_1: 30.458024978637695 (30.639128678509977) | > grad_norm_1: tensor(448.4783, device='cuda:0') (tensor(205.0209, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.4606 (0.40001261315378195) | > loader_time: 0.0076 (0.0046612227044138)  --> TIME: 2024-06-12 04:17:32 -- STEP: 319/330 -- GLOBAL_STEP: 364200 | > loss_disc: 2.4198901653289795 (2.36890912653884) | > loss_disc_real_0: 0.13404570519924164 (0.11915354640879974) | > loss_disc_real_1: 0.23631452023983002 (0.1974705559052643) | > loss_disc_real_2: 0.18075920641422272 (0.21133556303372578) | > loss_disc_real_3: 0.20992663502693176 (0.2298235610641282) | > loss_disc_real_4: 0.24847711622714996 (0.23291745632419766) | > loss_disc_real_5: 0.21586526930332184 (0.2234723670729275) | > loss_0: 2.4198901653289795 (2.36890912653884) | > grad_norm_0: tensor(13.1461, device='cuda:0') (tensor(17.4232, device='cuda:0')) | > loss_gen: 2.469456434249878 (2.4878111057520655) | > loss_kl: 2.0658414363861084 (2.0268374285354143) | > loss_feat: 8.25937271118164 (7.0267490966940365) | > loss_mel: 17.033428192138672 (17.03584340373549) | > loss_duration: 2.2223386764526367 (2.0543644383409574) | > loss_1: 32.050437927246094 (30.631605459231196) | > grad_norm_1: tensor(237.4065, device='cuda:0') (tensor(216.3748, device='cuda:0')) | > current_lr_0: 0.00018015378275007218 | > current_lr_1: 0.00018015378275007218 | > step_time: 0.5903 (0.40908757496777015) | > loader_time: 0.0083 (0.004875840064500197)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4078752994537354 (2.4078752994537354) | > loss_disc_real_0: 0.2821785807609558 (0.2821785807609558) | > loss_disc_real_1: 0.1381465494632721 (0.1381465494632721) | > loss_disc_real_2: 0.26081225275993347 (0.26081225275993347) | > loss_disc_real_3: 0.19375622272491455 (0.19375622272491455) | > loss_disc_real_4: 0.2380993366241455 (0.2380993366241455) | > loss_disc_real_5: 0.23551014065742493 (0.23551014065742493) | > loss_0: 2.4078752994537354 (2.4078752994537354) | > loss_gen: 2.4984652996063232 (2.4984652996063232) | > loss_kl: 2.6524860858917236 (2.6524860858917236) | > loss_feat: 8.020763397216797 (8.020763397216797) | > loss_mel: 17.977941513061523 (17.977941513061523) | > loss_duration: 2.912726402282715 (2.912726402282715) | > loss_1: 34.062381744384766 (34.062381744384766)  --> STEP: 1 | > loss_disc: 2.169118642807007 (2.169118642807007) | > loss_disc_real_0: 0.0943639948964119 (0.0943639948964119) | > loss_disc_real_1: 0.19056446850299835 (0.19056446850299835) | > loss_disc_real_2: 0.1988310068845749 (0.1988310068845749) | > loss_disc_real_3: 0.16933764517307281 (0.16933764517307281) | > loss_disc_real_4: 0.19993090629577637 (0.19993090629577637) | > loss_disc_real_5: 0.2583845555782318 (0.2583845555782318) | > loss_0: 2.169118642807007 (2.169118642807007) | > loss_gen: 2.601142644882202 (2.601142644882202) | > loss_kl: 3.424903631210327 (3.424903631210327) | > loss_feat: 6.8305888175964355 (6.8305888175964355) | > loss_mel: 18.427021026611328 (18.427021026611328) | > loss_duration: 2.517622470855713 (2.517622470855713) | > loss_1: 33.8012809753418 (33.8012809753418)  --> STEP: 2 | > loss_disc: 2.3113980293273926 (2.2402583360671997) | > loss_disc_real_0: 0.13793708384037018 (0.11615053936839104) | > loss_disc_real_1: 0.15492285788059235 (0.17274366319179535) | > loss_disc_real_2: 0.21134519577026367 (0.20508810132741928) | > loss_disc_real_3: 0.2756504714488983 (0.22249405831098557) | > loss_disc_real_4: 0.238851398229599 (0.21939115226268768) | > loss_disc_real_5: 0.2693733274936676 (0.2638789415359497) | > loss_0: 2.3113980293273926 (2.2402583360671997) | > loss_gen: 2.5712289810180664 (2.5861858129501343) | > loss_kl: 3.3727707862854004 (3.3988372087478638) | > loss_feat: 6.209815979003906 (6.520202398300171) | > loss_mel: 19.514131546020508 (18.970576286315918) | > loss_duration: 2.4480502605438232 (2.482836365699768) | > loss_1: 34.115997314453125 (33.95863914489746)  --> STEP: 3 | > loss_disc: 2.4526400566101074 (2.3110522429148355) | > loss_disc_real_0: 0.25659066438674927 (0.16296391437451044) | > loss_disc_real_1: 0.23327895998954773 (0.1929220954577128) | > loss_disc_real_2: 0.297985315322876 (0.23605383932590485) | > loss_disc_real_3: 0.2726990580558777 (0.23922905822594961) | > loss_disc_real_4: 0.2219870686531067 (0.22025645772616068) | > loss_disc_real_5: 0.17396686971187592 (0.2339082509279251) | > loss_0: 2.4526400566101074 (2.3110522429148355) | > loss_gen: 2.6013054847717285 (2.5912257035573325) | > loss_kl: 3.5980143547058105 (3.465229590733846) | > loss_feat: 4.824751377105713 (5.9550520579020185) | > loss_mel: 12.267918586730957 (16.73635705312093) | > loss_duration: 2.430006265640259 (2.465226332346598) | > loss_1: 25.721996307373047 (31.213091532389324)  --> STEP: 4 | > loss_disc: 2.776240825653076 (2.4273493885993958) | > loss_disc_real_0: 0.25752222537994385 (0.1866034921258688) | > loss_disc_real_1: 0.2277420610189438 (0.20162708684802055) | > loss_disc_real_2: 0.345659077167511 (0.2634551487863064) | > loss_disc_real_3: 0.23214425146579742 (0.23745785653591156) | > loss_disc_real_4: 0.22052304446697235 (0.2203231044113636) | > loss_disc_real_5: 0.24395149946212769 (0.23641906306147575) | > loss_0: 2.776240825653076 (2.4273493885993958) | > loss_gen: 2.2540013790130615 (2.5069196224212646) | > loss_kl: 3.8497133255004883 (3.5613505244255066) | > loss_feat: 5.06510591506958 (5.732565522193909) | > loss_mel: 13.220416069030762 (15.857371807098389) | > loss_duration: 2.3821074962615967 (2.444446623325348) | > loss_1: 26.771343231201172 (30.102654457092285)  --> STEP: 5 | > loss_disc: 2.7093868255615234 (2.4837568759918214) | > loss_disc_real_0: 0.2789786756038666 (0.20507852882146835) | > loss_disc_real_1: 0.20096972584724426 (0.2014956146478653) | > loss_disc_real_2: 0.3438037037849426 (0.27952485978603364) | > loss_disc_real_3: 0.29770687222480774 (0.2495076596736908) | > loss_disc_real_4: 0.2696533799171448 (0.23018915951251984) | > loss_disc_real_5: 0.2838623523712158 (0.24590772092342378) | > loss_0: 2.7093868255615234 (2.4837568759918214) | > loss_gen: 2.456709861755371 (2.496877670288086) | > loss_kl: 2.610941171646118 (3.371268653869629) | > loss_feat: 4.418365955352783 (5.469725608825684) | > loss_mel: 18.183364868164062 (16.322570419311525) | > loss_duration: 2.328895092010498 (2.421336317062378) | > loss_1: 29.998279571533203 (30.08177947998047)  --> STEP: 6 | > loss_disc: 2.3290693759918213 (2.4579756259918213) | > loss_disc_real_0: 0.15900373458862305 (0.19739939644932747) | > loss_disc_real_1: 0.15569549798965454 (0.19386226187149683) | > loss_disc_real_2: 0.2563084661960602 (0.27565546085437137) | > loss_disc_real_3: 0.2773522138595581 (0.2541484187046687) | > loss_disc_real_4: 0.25384852290153503 (0.23413238674402237) | > loss_disc_real_5: 0.32890981435775757 (0.2597414031624794) | > loss_0: 2.3290693759918213 (2.4579756259918213) | > loss_gen: 2.7667574882507324 (2.541857639948527) | > loss_kl: 2.8883888721466064 (3.290788690249125) | > loss_feat: 5.501048564910889 (5.474946101506551) | > loss_mel: 17.50340461730957 (16.519376118977863) | > loss_duration: 2.269146203994751 (2.3959712982177734) | > loss_1: 30.92874526977539 (30.22294044494629)  --> STEP: 7 | > loss_disc: 2.594064712524414 (2.477416924067906) | > loss_disc_real_0: 0.1961652934551239 (0.1972230960215841) | > loss_disc_real_1: 0.22683683037757874 (0.19857291451522283) | > loss_disc_real_2: 0.2968835234642029 (0.2786880412272045) | > loss_disc_real_3: 0.23687542974948883 (0.2516808488539287) | > loss_disc_real_4: 0.23532351851463318 (0.2343025484255382) | > loss_disc_real_5: 0.2429317981004715 (0.25734003101076397) | > loss_0: 2.594064712524414 (2.477416924067906) | > loss_gen: 2.7370405197143555 (2.5697409084865024) | > loss_kl: 4.057941436767578 (3.400381939751761) | > loss_feat: 7.017328262329102 (5.695286410195487) | > loss_mel: 18.22161102294922 (16.762552533830917) | > loss_duration: 2.5474419593811035 (2.4176099640982494) | > loss_1: 34.581363677978516 (30.845572335379465)  --> STEP: 8 | > loss_disc: 2.3854196071624756 (2.465917259454727) | > loss_disc_real_0: 0.2718963325023651 (0.20655725058168173) | > loss_disc_real_1: 0.23606614768505096 (0.20325956866145134) | > loss_disc_real_2: 0.22510181367397308 (0.27198976278305054) | > loss_disc_real_3: 0.24706695973873138 (0.25110411271452904) | > loss_disc_real_4: 0.26896771788597107 (0.2386356946080923) | > loss_disc_real_5: 0.2363404631614685 (0.25471508502960205) | > loss_0: 2.3854196071624756 (2.465917259454727) | > loss_gen: 3.007798671722412 (2.624498128890991) | > loss_kl: 3.17214035987854 (3.3718517422676086) | > loss_feat: 11.012097358703613 (6.359887778759003) | > loss_mel: 18.883621215820312 (17.02768611907959) | > loss_duration: 2.2595791816711426 (2.397856116294861) | > loss_1: 38.335235595703125 (31.781780242919922)  --> STEP: 9 | > loss_disc: 2.2820446491241455 (2.445486969417996) | > loss_disc_real_0: 0.22546902298927307 (0.20865855862696966) | > loss_disc_real_1: 0.2026061862707138 (0.20318697061803606) | > loss_disc_real_2: 0.23759154975414276 (0.2681677391131719) | > loss_disc_real_3: 0.20037852227687836 (0.24546793599923453) | > loss_disc_real_4: 0.16930919885635376 (0.23093275063567692) | > loss_disc_real_5: 0.19186411798000336 (0.2477316442463133) | > loss_0: 2.2820446491241455 (2.445486969417996) | > loss_gen: 2.5349950790405273 (2.614553345574273) | > loss_kl: 2.5633296966552734 (3.2820159594217935) | > loss_feat: 7.7844061851501465 (6.518167601691352) | > loss_mel: 17.685441970825195 (17.10077010260688) | > loss_duration: 2.1249351501464844 (2.367531564500597) | > loss_1: 32.69310760498047 (31.883038838704426)  --> STEP: 10 | > loss_disc: 2.1831977367401123 (2.4192580461502073) | > loss_disc_real_0: 0.11860949546098709 (0.1996536523103714) | > loss_disc_real_1: 0.16850879788398743 (0.1997191533446312) | > loss_disc_real_2: 0.2654682397842407 (0.2678977891802788) | > loss_disc_real_3: 0.16474029421806335 (0.2373951718211174) | > loss_disc_real_4: 0.1973794549703598 (0.2275774210691452) | > loss_disc_real_5: 0.2332635223865509 (0.24628483206033708) | > loss_0: 2.1831977367401123 (2.4192580461502073) | > loss_gen: 2.7178404331207275 (2.6248820543289186) | > loss_kl: 2.8254799842834473 (3.236362361907959) | > loss_feat: 7.321843147277832 (6.59853515625) | > loss_mel: 18.93108558654785 (17.283801651000978) | > loss_duration: 2.3725404739379883 (2.368032455444336) | > loss_1: 34.16878890991211 (32.1116138458252)  --> STEP: 11 | > loss_disc: 2.6459367275238037 (2.4398651990023525) | > loss_disc_real_0: 0.209282785654068 (0.20052902806888928) | > loss_disc_real_1: 0.2937450110912323 (0.2082669585943222) | > loss_disc_real_2: 0.19465142488479614 (0.26123902878978034) | > loss_disc_real_3: 0.3041509687900543 (0.2434638806364753) | > loss_disc_real_4: 0.2876768410205841 (0.2330410047010942) | > loss_disc_real_5: 0.3324262201786041 (0.2541158673438159) | > loss_0: 2.6459367275238037 (2.4398651990023525) | > loss_gen: 2.518084764480591 (2.6151732097972524) | > loss_kl: 3.643484115600586 (3.2733734304254707) | > loss_feat: 4.744258403778076 (6.429964542388916) | > loss_mel: 15.80522346496582 (17.149385452270508) | > loss_duration: 2.5113086700439453 (2.3810575658624824) | > loss_1: 29.222360610961914 (31.848954460837625)  --> STEP: 12 | > loss_disc: 2.248516798019409 (2.4239194989204407) | > loss_disc_real_0: 0.14415398240089417 (0.19583110759655634) | > loss_disc_real_1: 0.15579906105995178 (0.20389463379979134) | > loss_disc_real_2: 0.21005545556545258 (0.2569737310210864) | > loss_disc_real_3: 0.20749951899051666 (0.24046685049931207) | > loss_disc_real_4: 0.2325787991285324 (0.23300248757004738) | > loss_disc_real_5: 0.21323853731155396 (0.25070942317446077) | > loss_0: 2.248516798019409 (2.4239194989204407) | > loss_gen: 2.7373201847076416 (2.625352124373118) | > loss_kl: 2.6324257850646973 (3.2199611266454062) | > loss_feat: 6.013254165649414 (6.3952386776606245) | > loss_mel: 17.63514518737793 (17.189865430196125) | > loss_duration: 2.261378288269043 (2.371084292729696) | > loss_1: 31.279521942138672 (31.801501750946045)  --> STEP: 13 | > loss_disc: 2.235353946685791 (2.409414456440852) | > loss_disc_real_0: 0.200853168964386 (0.19621742000946632) | > loss_disc_real_1: 0.17538169026374817 (0.20170133045086494) | > loss_disc_real_2: 0.2404564619064331 (0.25570317185842073) | > loss_disc_real_3: 0.19814100861549377 (0.23721101650824913) | > loss_disc_real_4: 0.22469072043895721 (0.23236312086765581) | > loss_disc_real_5: 0.21820729970932007 (0.2482092598309884) | > loss_0: 2.235353946685791 (2.409414456440852) | > loss_gen: 2.7454276084899902 (2.634588700074416) | > loss_kl: 3.647245168685913 (3.252829129879291) | > loss_feat: 6.917466640472412 (6.435410059415377) | > loss_mel: 16.215755462646484 (17.11493389423077) | > loss_duration: 2.320652961730957 (2.3672049595759463) | > loss_1: 31.84654998779297 (31.80496699993427)  --> STEP: 14 | > loss_disc: 2.440676212310791 (2.4116474390029907) | > loss_disc_real_0: 0.180439293384552 (0.19509041096482957) | > loss_disc_real_1: 0.15969018638134003 (0.19870053444589889) | > loss_disc_real_2: 0.1906290352344513 (0.2510550192424229) | > loss_disc_real_3: 0.24832753837108612 (0.23800505378416606) | > loss_disc_real_4: 0.29462453722953796 (0.23681036489350454) | > loss_disc_real_5: 0.29513853788375854 (0.251561351120472) | > loss_0: 2.440676212310791 (2.4116474390029907) | > loss_gen: 2.412055015563965 (2.618693436895098) | > loss_kl: 3.873626708984375 (3.297171814101083) | > loss_feat: 7.36401891708374 (6.501739263534546) | > loss_mel: 19.710430145263672 (17.30032648359026) | > loss_duration: 2.4281911849975586 (2.371561118534633) | > loss_1: 35.78832244873047 (32.089492389134)  --> STEP: 15 | > loss_disc: 2.5696065425872803 (2.42217804590861) | > loss_disc_real_0: 0.34249967336654663 (0.20491769512494404) | > loss_disc_real_1: 0.2862190008163452 (0.2045350988705953) | > loss_disc_real_2: 0.23125270009040833 (0.2497348646322886) | > loss_disc_real_3: 0.24426168203353882 (0.23842216233412425) | > loss_disc_real_4: 0.2617630064487457 (0.23847387433052064) | > loss_disc_real_5: 0.2799685001373291 (0.25345516105492916) | > loss_0: 2.5696065425872803 (2.42217804590861) | > loss_gen: 2.6055986881256104 (2.617820453643799) | > loss_kl: 3.1947102546691895 (3.29034104347229) | > loss_feat: 7.031151294708252 (6.537033398946126) | > loss_mel: 17.1646671295166 (17.29128252665202) | > loss_duration: 2.425058364868164 (2.375127601623535) | > loss_1: 32.42118835449219 (32.111605453491215)  --> STEP: 16 | > loss_disc: 2.774904727935791 (2.444223463535309) | > loss_disc_real_0: 0.26756757497787476 (0.20883331261575222) | > loss_disc_real_1: 0.269476979970932 (0.20859396643936634) | > loss_disc_real_2: 0.3012343943119049 (0.25295358523726463) | > loss_disc_real_3: 0.2860621213912964 (0.2413996597751975) | > loss_disc_real_4: 0.29133638739585876 (0.24177778139710426) | > loss_disc_real_5: 0.2904978096485138 (0.2557703265920282) | > loss_0: 2.774904727935791 (2.444223463535309) | > loss_gen: 2.4393553733825684 (2.606666386127472) | > loss_kl: 2.7088677883148193 (3.253998965024948) | > loss_feat: 6.548683166503906 (6.5377615094184875) | > loss_mel: 16.089332580566406 (17.216160655021667) | > loss_duration: 2.4056622982025146 (2.3770360201597214) | > loss_1: 30.19190216064453 (31.991623997688297)  --> STEP: 17 | > loss_disc: 2.4991888999938965 (2.447456724503461) | > loss_disc_real_0: 0.14011691510677338 (0.20479117158581228) | > loss_disc_real_1: 0.1420920342206955 (0.20468208807356217) | > loss_disc_real_2: 0.29665064811706543 (0.25552400070078235) | > loss_disc_real_3: 0.24913127720355988 (0.2418544608003953) | > loss_disc_real_4: 0.21302631497383118 (0.2400865186663235) | > loss_disc_real_5: 0.3834179639816284 (0.26327901114435764) | > loss_0: 2.4991888999938965 (2.447456724503461) | > loss_gen: 2.5068788528442383 (2.600796531228458) | > loss_kl: 2.7204504013061523 (3.2226137553944305) | > loss_feat: 8.630084037780762 (6.660839305204504) | > loss_mel: 17.095046997070312 (17.209036322201) | > loss_duration: 2.4540200233459473 (2.3815644909353817) | > loss_1: 33.4064826965332 (32.07485097997329)  --> STEP: 18 | > loss_disc: 2.758077621459961 (2.4647134410010443) | > loss_disc_real_0: 0.3603198230266571 (0.21343165222141477) | > loss_disc_real_1: 0.25788065791130066 (0.20763756417565876) | > loss_disc_real_2: 0.23822364211082458 (0.2545628696680069) | > loss_disc_real_3: 0.28277355432510376 (0.2441277437739902) | > loss_disc_real_4: 0.29441434144973755 (0.24310473104317984) | > loss_disc_real_5: 0.2408871352672577 (0.2620350180400743) | > loss_0: 2.758077621459961 (2.4647134410010443) | > loss_gen: 2.3591842651367188 (2.587373627556695) | > loss_kl: 3.616929769515991 (3.2445202006234064) | > loss_feat: 5.677757740020752 (6.606223662694295) | > loss_mel: 14.160412788391113 (17.03966834810045) | > loss_duration: 2.278609037399292 (2.3758447435167103) | > loss_1: 28.092893600463867 (31.8536311255561)  --> STEP: 19 | > loss_disc: 2.7723710536956787 (2.480905946932341) | > loss_disc_real_0: 0.25034382939338684 (0.21537439838836067) | > loss_disc_real_1: 0.24586734175682068 (0.20964965773256203) | > loss_disc_real_2: 0.22047176957130432 (0.2527686012418647) | > loss_disc_real_3: 0.26483336091041565 (0.24521751309695997) | > loss_disc_real_4: 0.2966693043708801 (0.2459239191130588) | > loss_disc_real_5: 0.37927260994911194 (0.26820541761423417) | > loss_0: 2.7723710536956787 (2.480905946932341) | > loss_gen: 2.2646939754486084 (2.570390487972059) | > loss_kl: 2.2613189220428467 (3.19277276490864) | > loss_feat: 4.068971157073975 (6.472684057135331) | > loss_mel: 14.639789581298828 (16.913358939321416) | > loss_duration: 2.3315937519073486 (2.3735157439583228) | > loss_1: 25.566368103027344 (31.522722545423004)  --> STEP: 20 | > loss_disc: 2.5641815662384033 (2.485069727897644) | > loss_disc_real_0: 0.2311238944530487 (0.21616187319159508) | > loss_disc_real_1: 0.21406430006027222 (0.20987038984894751) | > loss_disc_real_2: 0.2793220579624176 (0.2540962740778923) | > loss_disc_real_3: 0.24693135917186737 (0.24530320540070533) | > loss_disc_real_4: 0.19862037897109985 (0.24355874210596085) | > loss_disc_real_5: 0.22914886474609375 (0.2662525899708271) | > loss_0: 2.5641815662384033 (2.485069727897644) | > loss_gen: 2.3529512882232666 (2.5595185279846193) | > loss_kl: 2.2850663661956787 (3.147387444972992) | > loss_feat: 5.906938076019287 (6.444396758079529) | > loss_mel: 18.443201065063477 (16.989851045608518) | > loss_duration: 2.3388731479644775 (2.3717836141586304) | > loss_1: 31.327028274536133 (31.512937831878663)  --> STEP: 21 | > loss_disc: 2.4809765815734863 (2.484874816167922) | > loss_disc_real_0: 0.23421992361545563 (0.21702178035463607) | > loss_disc_real_1: 0.20812217891216278 (0.20978714170910062) | > loss_disc_real_2: 0.22050775587558746 (0.2524968208301635) | > loss_disc_real_3: 0.2982971668243408 (0.24782672737325942) | > loss_disc_real_4: 0.2861263155937195 (0.24558576941490173) | > loss_disc_real_5: 0.27764031291007996 (0.2667948624917439) | > loss_0: 2.4809765815734863 (2.484874816167922) | > loss_gen: 2.568666934967041 (2.5599541664123535) | > loss_kl: 3.2246341705322266 (3.151065860475813) | > loss_feat: 5.07257080078125 (6.3790717124938965) | > loss_mel: 15.787214279174805 (16.93258262815929) | > loss_duration: 2.174374580383301 (2.362383183978853) | > loss_1: 28.82746124267578 (31.385057994297572)  --> STEP: 22 | > loss_disc: 2.1405398845672607 (2.469223228367892) | > loss_disc_real_0: 0.1630350947380066 (0.21456784009933472) | > loss_disc_real_1: 0.1992393285036087 (0.20930769565430554) | > loss_disc_real_2: 0.22942380607128143 (0.2514480474320325) | > loss_disc_real_3: 0.17846082150936127 (0.24467373165217313) | > loss_disc_real_4: 0.206387460231781 (0.24380402808839624) | > loss_disc_real_5: 0.2294682413339615 (0.2650981978936629) | > loss_0: 2.1405398845672607 (2.469223228367892) | > loss_gen: 2.7272660732269287 (2.567559253085743) | > loss_kl: 2.4208695888519287 (3.1178751208565454) | > loss_feat: 8.899169921875 (6.493621631102129) | > loss_mel: 18.840547561645508 (17.01930830695412) | > loss_duration: 2.1700387001037598 (2.353640252893621) | > loss_1: 35.057891845703125 (31.55200498754328)  --> STEP: 23 | > loss_disc: 2.7324271202087402 (2.4806668758392334) | > loss_disc_real_0: 0.4173574149608612 (0.2233847781367924) | > loss_disc_real_1: 0.20958317816257477 (0.20931967315466507) | > loss_disc_real_2: 0.27200156450271606 (0.2523416786090187) | > loss_disc_real_3: 0.29366612434387207 (0.246803835682247) | > loss_disc_real_4: 0.23170903325080872 (0.24327815874763156) | > loss_disc_real_5: 0.2596804201602936 (0.26486264234003815) | > loss_0: 2.7324271202087402 (2.4806668758392334) | > loss_gen: 2.611612319946289 (2.5694746038188105) | > loss_kl: 2.7421631813049316 (3.1015398191369097) | > loss_feat: 5.6629533767700195 (6.457505620044211) | > loss_mel: 17.813217163085938 (17.053826083307676) | > loss_duration: 2.253119468688965 (2.3492697840151577) | > loss_1: 31.083065032958984 (31.531616293865703)  --> STEP: 24 | > loss_disc: 2.592700958251953 (2.48533496260643) | > loss_disc_real_0: 0.3064495921134949 (0.22684581205248833) | > loss_disc_real_1: 0.17079278826713562 (0.20771438628435135) | > loss_disc_real_2: 0.2326958328485489 (0.25152310170233244) | > loss_disc_real_3: 0.2353793829679489 (0.24632781681915125) | > loss_disc_real_4: 0.2312258780002594 (0.24277598038315773) | > loss_disc_real_5: 0.20723089575767517 (0.262461319565773) | > loss_0: 2.592700958251953 (2.48533496260643) | > loss_gen: 2.2625069618225098 (2.556684285402298) | > loss_kl: 2.5854954719543457 (3.0800379713376365) | > loss_feat: 4.593989849090576 (6.3798591295878095) | > loss_mel: 15.771827697753906 (17.000409483909603) | > loss_duration: 2.430666923522949 (2.352661331494649) | > loss_1: 27.644485473632812 (31.36965250968933)  --> STEP: 25 | > loss_disc: 2.8482985496520996 (2.499853506088257) | > loss_disc_real_0: 0.37844687700271606 (0.23290985465049743) | > loss_disc_real_1: 0.20505155622959137 (0.20760787308216094) | > loss_disc_real_2: 0.330045610666275 (0.2546640020608901) | > loss_disc_real_3: 0.3103781044483185 (0.24888982832431794) | > loss_disc_real_4: 0.3522939085960388 (0.24715669751167296) | > loss_disc_real_5: 0.26681041717529297 (0.2626352834701538) | > loss_0: 2.8482985496520996 (2.499853506088257) | > loss_gen: 2.8088154792785645 (2.566769533157349) | > loss_kl: 3.8305165767669678 (3.1100571155548096) | > loss_feat: 7.116085052490234 (6.409308166503906) | > loss_mel: 16.035032272338867 (16.961794395446773) | > loss_duration: 2.4071288108825684 (2.354840030670166) | > loss_1: 32.19757843017578 (31.40276954650879)  --> STEP: 26 | > loss_disc: 2.7220382690429688 (2.5083990738942075) | > loss_disc_real_0: 0.15577459335327148 (0.22994311383137336) | > loss_disc_real_1: 0.1829770803451538 (0.20666053489996836) | > loss_disc_real_2: 0.2636685371398926 (0.25501033033315945) | > loss_disc_real_3: 0.2559940218925476 (0.2491630665384806) | > loss_disc_real_4: 0.20059742033481598 (0.24536595608179385) | > loss_disc_real_5: 0.2452082633972168 (0.2619650134673485) | > loss_0: 2.7220382690429688 (2.5083990738942075) | > loss_gen: 1.9704453945159912 (2.54383398936345) | > loss_kl: 2.054157018661499 (3.0694455733666053) | > loss_feat: 12.615572929382324 (6.648010657383845) | > loss_mel: 20.302202224731445 (17.09027161965003) | > loss_duration: 2.32859468460083 (2.3538305942828837) | > loss_1: 39.27096939086914 (31.705392617445725) --> EVAL PERFORMANCE | > avg_loader_time: 0.0033402901429396403 (+0.000980624785790076) | > avg_loss_disc: 2.5083990738942075 (+0.00145456424126289) | > avg_loss_disc_real_0: 0.22994311383137336 (+0.07457575803765884) | > avg_loss_disc_real_1: 0.20666053489996836 (+0.006966546750985653) | > avg_loss_disc_real_2: 0.25501033033315945 (+0.07847550253455449) | > avg_loss_disc_real_3: 0.2491630665384806 (+0.019015711660568535) | > avg_loss_disc_real_4: 0.24536595608179385 (-0.021129142779570398) | > avg_loss_disc_real_5: 0.2619650134673485 (+0.005782208763635999) | > avg_loss_0: 2.5083990738942075 (+0.00145456424126289) | > avg_loss_gen: 2.54383398936345 (+0.23051159656964781) | > avg_loss_kl: 3.0694455733666053 (-0.0012517800697913195) | > avg_loss_feat: 6.648010657383845 (-0.4209231229928827) | > avg_loss_mel: 17.09027161965003 (+0.14076166886549046) | > avg_loss_duration: 2.3538305942828837 (-0.0006873149138231227) | > avg_loss_1: 31.705392617445725 (-0.051589012145996094)  > EPOCH: 837/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:17:58)   --> TIME: 2024-06-12 04:18:05 -- STEP: 14/330 -- GLOBAL_STEP: 364225 | > loss_disc: 2.3934340476989746 (2.3293464524405345) | > loss_disc_real_0: 0.11188837885856628 (0.10163433424064092) | > loss_disc_real_1: 0.18516837060451508 (0.19343406281300954) | > loss_disc_real_2: 0.23048943281173706 (0.20538655881370818) | > loss_disc_real_3: 0.2529461681842804 (0.22579134894268854) | > loss_disc_real_4: 0.22477608919143677 (0.23286726964371546) | > loss_disc_real_5: 0.21815361082553864 (0.23424346425703593) | > loss_0: 2.3934340476989746 (2.3293464524405345) | > grad_norm_0: tensor(10.9387, device='cuda:0') (tensor(9.6805, device='cuda:0')) | > loss_gen: 2.4724042415618896 (2.4853244849613736) | > loss_kl: 1.6602659225463867 (1.9139208963939123) | > loss_feat: 6.410267353057861 (6.8561433383396695) | > loss_mel: 16.368619918823242 (17.507873126438685) | > loss_duration: 1.9638862609863281 (2.0614303095000133) | > loss_1: 28.875444412231445 (30.824691772460938) | > grad_norm_1: tensor(193.3168, device='cuda:0') (tensor(92.4592, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3443 (0.3760859455381121) | > loader_time: 0.0036 (0.0033512796674455914)  --> TIME: 2024-06-12 04:18:14 -- STEP: 39/330 -- GLOBAL_STEP: 364250 | > loss_disc: 2.182451009750366 (2.336612212352264) | > loss_disc_real_0: 0.09243439137935638 (0.10343458025883405) | > loss_disc_real_1: 0.14959199726581573 (0.19462032730762774) | > loss_disc_real_2: 0.18311704695224762 (0.20467045406500498) | > loss_disc_real_3: 0.18363678455352783 (0.22851460713606614) | > loss_disc_real_4: 0.19973790645599365 (0.23262590513779566) | > loss_disc_real_5: 0.2042331099510193 (0.22613137731185326) | > loss_0: 2.182451009750366 (2.336612212352264) | > grad_norm_0: tensor(5.4632, device='cuda:0') (tensor(10.4565, device='cuda:0')) | > loss_gen: 2.566429853439331 (2.4931947206839538) | > loss_kl: 2.079939126968384 (1.934713608179337) | > loss_feat: 8.202625274658203 (6.984770249097775) | > loss_mel: 17.740598678588867 (17.339971200013768) | > loss_duration: 1.9936572313308716 (2.002421617507934) | > loss_1: 32.583248138427734 (30.75507129767002) | > grad_norm_1: tensor(97.2074, device='cuda:0') (tensor(104.6577, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3766 (0.3674128238971417) | > loader_time: 0.0034 (0.003347494663336338)  --> TIME: 2024-06-12 04:18:24 -- STEP: 64/330 -- GLOBAL_STEP: 364275 | > loss_disc: 2.2327730655670166 (2.328332632780075) | > loss_disc_real_0: 0.10864363610744476 (0.10412555537186563) | > loss_disc_real_1: 0.18899965286254883 (0.19400885142385957) | > loss_disc_real_2: 0.2240358144044876 (0.20807714574038982) | > loss_disc_real_3: 0.23768803477287292 (0.2290100217796862) | > loss_disc_real_4: 0.19596384465694427 (0.22734492737799883) | > loss_disc_real_5: 0.18716801702976227 (0.22295788023620844) | > loss_0: 2.2327730655670166 (2.328332632780075) | > grad_norm_0: tensor(5.1707, device='cuda:0') (tensor(9.5128, device='cuda:0')) | > loss_gen: 2.6919264793395996 (2.5079267881810665) | > loss_kl: 1.9893431663513184 (1.9408610668033361) | > loss_feat: 8.203903198242188 (7.072825714945793) | > loss_mel: 17.928424835205078 (17.356471657752987) | > loss_duration: 1.9849733114242554 (1.9879229739308355) | > loss_1: 32.7985725402832 (30.866008043289185) | > grad_norm_1: tensor(135.1277, device='cuda:0') (tensor(99.0827, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3759 (0.3726991340517998) | > loader_time: 0.0036 (0.0034575127065181732)  --> TIME: 2024-06-12 04:18:33 -- STEP: 89/330 -- GLOBAL_STEP: 364300 | > loss_disc: 2.3577065467834473 (2.334919037443869) | > loss_disc_real_0: 0.10896261036396027 (0.10492346845985798) | > loss_disc_real_1: 0.17755340039730072 (0.19386115837632933) | > loss_disc_real_2: 0.23964709043502808 (0.2087288706490163) | > loss_disc_real_3: 0.22712785005569458 (0.2299081055300959) | > loss_disc_real_4: 0.23386703431606293 (0.23095549408639415) | > loss_disc_real_5: 0.23109368979930878 (0.22456269736370343) | > loss_0: 2.3577065467834473 (2.334919037443869) | > grad_norm_0: tensor(7.0982, device='cuda:0') (tensor(9.2754, device='cuda:0')) | > loss_gen: 2.5964152812957764 (2.510355207357514) | > loss_kl: 2.1396992206573486 (1.9575717663497068) | > loss_feat: 6.9763593673706055 (7.094672363795591) | > loss_mel: 17.788301467895508 (17.295749867900028) | > loss_duration: 1.9911900758743286 (1.9830626999394279) | > loss_1: 31.49196434020996 (30.841411783454124) | > grad_norm_1: tensor(153.0291, device='cuda:0') (tensor(103.6550, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3865 (0.3731837111912415) | > loader_time: 0.0037 (0.003565523061859474)  --> TIME: 2024-06-12 04:18:43 -- STEP: 114/330 -- GLOBAL_STEP: 364325 | > loss_disc: 2.272212028503418 (2.3344781963448784) | > loss_disc_real_0: 0.10187685489654541 (0.10626006453183659) | > loss_disc_real_1: 0.17155888676643372 (0.19314625833118165) | > loss_disc_real_2: 0.17464567720890045 (0.20805960161644116) | > loss_disc_real_3: 0.22807647287845612 (0.22952609731439957) | > loss_disc_real_4: 0.2310297042131424 (0.23128766736440493) | > loss_disc_real_5: 0.2283710539340973 (0.22406967311051854) | > loss_0: 2.272212028503418 (2.3344781963448784) | > grad_norm_0: tensor(6.6567, device='cuda:0') (tensor(9.6607, device='cuda:0')) | > loss_gen: 2.616297483444214 (2.5095198175363382) | > loss_kl: 1.9687199592590332 (1.9722009928602922) | > loss_feat: 7.26556396484375 (7.071754154406096) | > loss_mel: 17.668106079101562 (17.26402830659297) | > loss_duration: 1.994584321975708 (1.985334428778866) | > loss_1: 31.51327133178711 (30.802837622793096) | > grad_norm_1: tensor(54.1451, device='cuda:0') (tensor(114.5928, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3811 (0.37462487973664926) | > loader_time: 0.0048 (0.003660492729722408)  --> TIME: 2024-06-12 04:18:53 -- STEP: 139/330 -- GLOBAL_STEP: 364350 | > loss_disc: 2.3814964294433594 (2.3505712361644506) | > loss_disc_real_0: 0.09050896763801575 (0.10885578066968232) | > loss_disc_real_1: 0.21628597378730774 (0.19457331664270633) | > loss_disc_real_2: 0.20575609803199768 (0.2102429618080743) | > loss_disc_real_3: 0.2112419605255127 (0.23052301670578743) | > loss_disc_real_4: 0.21229468286037445 (0.2316333470370272) | > loss_disc_real_5: 0.22497588396072388 (0.22483423341521255) | > loss_0: 2.3814964294433594 (2.3505712361644506) | > grad_norm_0: tensor(7.3657, device='cuda:0') (tensor(9.7249, device='cuda:0')) | > loss_gen: 2.4451417922973633 (2.4969738833338244) | > loss_kl: 1.923431396484375 (1.9778437451492967) | > loss_feat: 7.115936756134033 (7.035480982965703) | > loss_mel: 16.39885902404785 (17.280971616292163) | > loss_duration: 2.0679945945739746 (1.9914253770018653) | > loss_1: 29.951364517211914 (30.78269549582502) | > grad_norm_1: tensor(130.2508, device='cuda:0') (tensor(115.9427, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3824 (0.3757544215634572) | > loader_time: 0.0045 (0.0037478645928472067)  --> TIME: 2024-06-12 04:19:03 -- STEP: 164/330 -- GLOBAL_STEP: 364375 | > loss_disc: 2.4450128078460693 (2.3509186128290698) | > loss_disc_real_0: 0.14090731739997864 (0.11013391695734931) | > loss_disc_real_1: 0.18776686489582062 (0.19463095923022522) | > loss_disc_real_2: 0.19974756240844727 (0.21070704518294917) | > loss_disc_real_3: 0.21027091145515442 (0.2298421533551158) | > loss_disc_real_4: 0.25856220722198486 (0.2310114546519954) | > loss_disc_real_5: 0.2638724148273468 (0.22372880814278998) | > loss_0: 2.4450128078460693 (2.3509186128290698) | > grad_norm_0: tensor(21.1530, device='cuda:0') (tensor(10.7645, device='cuda:0')) | > loss_gen: 2.520004987716675 (2.4983838738464734) | > loss_kl: 2.127741575241089 (1.9920904025798891) | > loss_feat: 7.425450325012207 (7.0166232498680685) | > loss_mel: 17.667970657348633 (17.268329591285887) | > loss_duration: 2.0739905834198 (1.9955270973647512) | > loss_1: 31.815156936645508 (30.77095406229903) | > grad_norm_1: tensor(377.0486, device='cuda:0') (tensor(134.9178, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.372 (0.37690616962386325) | > loader_time: 0.0044 (0.0038750942160443564)  --> TIME: 2024-06-12 04:19:13 -- STEP: 189/330 -- GLOBAL_STEP: 364400 | > loss_disc: 2.2968921661376953 (2.3556480357255905) | > loss_disc_real_0: 0.08681721985340118 (0.11154712890348738) | > loss_disc_real_1: 0.19593071937561035 (0.19603567684768997) | > loss_disc_real_2: 0.20096290111541748 (0.21086831587963004) | > loss_disc_real_3: 0.23500655591487885 (0.2301772523020941) | > loss_disc_real_4: 0.22596436738967896 (0.23161349039544504) | > loss_disc_real_5: 0.2089032232761383 (0.22329227334607846) | > loss_0: 2.2968921661376953 (2.3556480357255905) | > grad_norm_0: tensor(53.1670, device='cuda:0') (tensor(12.7242, device='cuda:0')) | > loss_gen: 2.7772958278656006 (2.4955397207270233) | > loss_kl: 2.1991260051727295 (1.9985203068092388) | > loss_feat: 6.7761993408203125 (7.012293056205468) | > loss_mel: 16.84696388244629 (17.23341453390776) | > loss_duration: 2.0868020057678223 (2.003965565767238) | > loss_1: 30.686386108398438 (30.743733067991872) | > grad_norm_1: tensor(508.8267, device='cuda:0') (tensor(160.7937, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3938 (0.37883558601298645) | > loader_time: 0.006 (0.003981122264155633)  --> TIME: 2024-06-12 04:19:23 -- STEP: 214/330 -- GLOBAL_STEP: 364425 | > loss_disc: 2.4032280445098877 (2.3567463337818055) | > loss_disc_real_0: 0.09830119460821152 (0.11274894692491148) | > loss_disc_real_1: 0.23479849100112915 (0.19645405637326638) | > loss_disc_real_2: 0.22252708673477173 (0.21090469105499926) | > loss_disc_real_3: 0.24840475618839264 (0.23035970636617356) | > loss_disc_real_4: 0.2507800757884979 (0.23139840023261365) | > loss_disc_real_5: 0.19133272767066956 (0.22221751817475968) | > loss_0: 2.4032280445098877 (2.3567463337818055) | > grad_norm_0: tensor(11.6657, device='cuda:0') (tensor(14.7065, device='cuda:0')) | > loss_gen: 2.6287081241607666 (2.5032679767252137) | > loss_kl: 1.9664007425308228 (2.0027901023347807) | > loss_feat: 6.20913028717041 (7.020127049116332) | > loss_mel: 16.812036514282227 (17.19633835052775) | > loss_duration: 2.1210169792175293 (2.0118951769632702) | > loss_1: 29.737293243408203 (30.734418503591947) | > grad_norm_1: tensor(427.7181, device='cuda:0') (tensor(188.9891, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.3969 (0.38184418076666704) | > loader_time: 0.0058 (0.004148243743682575)  --> TIME: 2024-06-12 04:19:34 -- STEP: 239/330 -- GLOBAL_STEP: 364450 | > loss_disc: 2.477426052093506 (2.357714964256128) | > loss_disc_real_0: 0.2070748507976532 (0.11503807536353626) | > loss_disc_real_1: 0.20479583740234375 (0.19653675914060117) | > loss_disc_real_2: 0.2267114371061325 (0.2108697733495026) | > loss_disc_real_3: 0.21504859626293182 (0.23001508427214923) | > loss_disc_real_4: 0.2084658443927765 (0.2309370684324448) | > loss_disc_real_5: 0.2560803294181824 (0.221994038842712) | > loss_0: 2.477426052093506 (2.357714964256128) | > grad_norm_0: tensor(42.2977, device='cuda:0') (tensor(17.3595, device='cuda:0')) | > loss_gen: 2.410270929336548 (2.508486071391087) | > loss_kl: 2.064434766769409 (2.007007176905996) | > loss_feat: 6.684540748596191 (7.023823420871752) | > loss_mel: 16.818044662475586 (17.156538556310423) | > loss_duration: 2.063162088394165 (2.0209676705643704) | > loss_1: 30.04045295715332 (30.716822763865963) | > grad_norm_1: tensor(147.7478, device='cuda:0') (tensor(213.9791, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.4128 (0.38508082633237944) | > loader_time: 0.0052 (0.004305853504516089)  --> TIME: 2024-06-12 04:19:45 -- STEP: 264/330 -- GLOBAL_STEP: 364475 | > loss_disc: 2.3073031902313232 (2.3598187195532256) | > loss_disc_real_0: 0.11323817074298859 (0.11560703565677007) | > loss_disc_real_1: 0.17521533370018005 (0.19729746059712133) | > loss_disc_real_2: 0.1897411346435547 (0.2111166347043984) | > loss_disc_real_3: 0.23798224329948425 (0.23000385945267748) | > loss_disc_real_4: 0.23123463988304138 (0.23111215634553722) | > loss_disc_real_5: 0.2073422223329544 (0.22183394279669633) | > loss_0: 2.3073031902313232 (2.3598187195532256) | > grad_norm_0: tensor(8.3486, device='cuda:0') (tensor(18.2653, device='cuda:0')) | > loss_gen: 2.5194475650787354 (2.5048307487458903) | > loss_kl: 2.0801143646240234 (2.0101895648421673) | > loss_feat: 7.004421234130859 (7.026668546777784) | > loss_mel: 16.471250534057617 (17.11344540119171) | > loss_duration: 2.163684368133545 (2.0292772917133375) | > loss_1: 30.23891830444336 (30.68441144625346) | > grad_norm_1: tensor(154.3128, device='cuda:0') (tensor(229.5905, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.432 (0.38921324682958186) | > loader_time: 0.0058 (0.004458256743170997)  --> TIME: 2024-06-12 04:19:56 -- STEP: 289/330 -- GLOBAL_STEP: 364500 | > loss_disc: 2.409291982650757 (2.3647550365091625) | > loss_disc_real_0: 0.1080920547246933 (0.11729678284750678) | > loss_disc_real_1: 0.20497943460941315 (0.19770532263810248) | > loss_disc_real_2: 0.19415432214736938 (0.21145276812946096) | > loss_disc_real_3: 0.23575817048549652 (0.2296757855836083) | > loss_disc_real_4: 0.24523545801639557 (0.231355584358674) | > loss_disc_real_5: 0.24039271473884583 (0.2223171758816729) | > loss_0: 2.409291982650757 (2.3647550365091625) | > grad_norm_0: tensor(19.4443, device='cuda:0') (tensor(18.3481, device='cuda:0')) | > loss_gen: 2.458503246307373 (2.49491996831135) | > loss_kl: 2.0482048988342285 (2.0147777783416974) | > loss_feat: 5.906886577606201 (7.002739292527567) | > loss_mel: 15.555682182312012 (17.037848027107213) | > loss_duration: 2.1827268600463867 (2.0392513848506035) | > loss_1: 28.15200424194336 (30.58953636327829) | > grad_norm_1: tensor(160.9095, device='cuda:0') (tensor(227.1257, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.4599 (0.3943857824926144) | > loader_time: 0.0072 (0.004613408580370839) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_364500.pth  --> TIME: 2024-06-12 04:20:14 -- STEP: 314/330 -- GLOBAL_STEP: 364525 | > loss_disc: 2.5098166465759277 (2.3689175176013064) | > loss_disc_real_0: 0.1151466965675354 (0.11871584129940932) | > loss_disc_real_1: 0.2138480395078659 (0.1979343783418844) | > loss_disc_real_2: 0.20237866044044495 (0.2116157137284613) | > loss_disc_real_3: 0.21743400394916534 (0.22981809492513633) | > loss_disc_real_4: 0.2367006093263626 (0.23176168185320628) | > loss_disc_real_5: 0.21046142280101776 (0.2227916244393701) | > loss_0: 2.5098166465759277 (2.3689175176013064) | > grad_norm_0: tensor(24.4661, device='cuda:0') (tensor(18.6380, device='cuda:0')) | > loss_gen: 2.327890396118164 (2.489620267965233) | > loss_kl: 2.010854721069336 (2.018728705728132) | > loss_feat: 7.289754867553711 (7.009280362706277) | > loss_mel: 16.366323471069336 (17.004234982144304) | > loss_duration: 2.249964952468872 (2.0524281593644687) | > loss_1: 30.244789123535156 (30.574292407673635) | > grad_norm_1: tensor(178.8961, device='cuda:0') (tensor(230.8056, device='cuda:0')) | > current_lr_0: 0.0001801312635272284 | > current_lr_1: 0.0001801312635272284 | > step_time: 0.5164 (0.4032136535948248) | > loader_time: 0.0077 (0.004826595828791331)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5411887168884277 (2.5411887168884277) | > loss_disc_real_0: 0.2430659383535385 (0.2430659383535385) | > loss_disc_real_1: 0.16884033381938934 (0.16884033381938934) | > loss_disc_real_2: 0.2544400990009308 (0.2544400990009308) | > loss_disc_real_3: 0.24493281543254852 (0.24493281543254852) | > loss_disc_real_4: 0.3101661503314972 (0.3101661503314972) | > loss_disc_real_5: 0.298090398311615 (0.298090398311615) | > loss_0: 2.5411887168884277 (2.5411887168884277) | > loss_gen: 2.4238743782043457 (2.4238743782043457) | > loss_kl: 2.359382390975952 (2.359382390975952) | > loss_feat: 7.0604047775268555 (7.0604047775268555) | > loss_mel: 16.77696418762207 (16.77696418762207) | > loss_duration: 3.16324520111084 (3.16324520111084) | > loss_1: 31.783870697021484 (31.783870697021484)  --> STEP: 1 | > loss_disc: 2.1129438877105713 (2.1129438877105713) | > loss_disc_real_0: 0.12285380065441132 (0.12285380065441132) | > loss_disc_real_1: 0.19176775217056274 (0.19176775217056274) | > loss_disc_real_2: 0.14218895137310028 (0.14218895137310028) | > loss_disc_real_3: 0.18036049604415894 (0.18036049604415894) | > loss_disc_real_4: 0.17945370078086853 (0.17945370078086853) | > loss_disc_real_5: 0.18340404331684113 (0.18340404331684113) | > loss_0: 2.1129438877105713 (2.1129438877105713) | > loss_gen: 2.390192985534668 (2.390192985534668) | > loss_kl: 3.1774468421936035 (3.1774468421936035) | > loss_feat: 5.862055778503418 (5.862055778503418) | > loss_mel: 15.631134033203125 (15.631134033203125) | > loss_duration: 2.456143617630005 (2.456143617630005) | > loss_1: 29.5169734954834 (29.5169734954834)  --> STEP: 2 | > loss_disc: 1.9986836910247803 (2.055813789367676) | > loss_disc_real_0: 0.07621855288743973 (0.09953617677092552) | > loss_disc_real_1: 0.1348380595445633 (0.16330290585756302) | > loss_disc_real_2: 0.2582816779613495 (0.20023531466722488) | > loss_disc_real_3: 0.20562423765659332 (0.19299236685037613) | > loss_disc_real_4: 0.15334516763687134 (0.16639943420886993) | > loss_disc_real_5: 0.16247104108333588 (0.1729375422000885) | > loss_0: 1.9986836910247803 (2.055813789367676) | > loss_gen: 2.4789633750915527 (2.4345781803131104) | > loss_kl: 3.8285629749298096 (3.5030049085617065) | > loss_feat: 6.174891471862793 (6.0184736251831055) | > loss_mel: 18.70838165283203 (17.169757843017578) | > loss_duration: 2.6104841232299805 (2.5333138704299927) | > loss_1: 33.80128479003906 (31.65912914276123)  --> STEP: 3 | > loss_disc: 2.215233325958252 (2.1089536348978677) | > loss_disc_real_0: 0.07216853648424149 (0.09041363000869751) | > loss_disc_real_1: 0.19342751801013947 (0.17334444324175516) | > loss_disc_real_2: 0.11529156565666199 (0.17192073166370392) | > loss_disc_real_3: 0.23521427810192108 (0.20706633726755777) | > loss_disc_real_4: 0.20651133358478546 (0.1797700673341751) | > loss_disc_real_5: 0.24226249754428864 (0.1960458606481552) | > loss_0: 2.215233325958252 (2.1089536348978677) | > loss_gen: 2.222348213195801 (2.363834857940674) | > loss_kl: 3.362661123275757 (3.456223646799723) | > loss_feat: 7.499100208282471 (6.5120158195495605) | > loss_mel: 16.214311599731445 (16.8512757619222) | > loss_duration: 2.433043956756592 (2.4998905658721924) | > loss_1: 31.731464385986328 (31.68324089050293)  --> STEP: 4 | > loss_disc: 2.211825132369995 (2.1346715092658997) | > loss_disc_real_0: 0.1641879379749298 (0.10885720700025558) | > loss_disc_real_1: 0.1603994220495224 (0.17010818794369698) | > loss_disc_real_2: 0.19430969655513763 (0.17751797288656235) | > loss_disc_real_3: 0.22738374769687653 (0.21214568987488747) | > loss_disc_real_4: 0.19371825456619263 (0.1832571141421795) | > loss_disc_real_5: 0.18695186078548431 (0.1937723606824875) | > loss_0: 2.211825132369995 (2.1346715092658997) | > loss_gen: 2.383101224899292 (2.3686514496803284) | > loss_kl: 3.636016368865967 (3.501171827316284) | > loss_feat: 6.260315895080566 (6.449090838432312) | > loss_mel: 18.062488555908203 (17.1540789604187) | > loss_duration: 2.457834243774414 (2.489376485347748) | > loss_1: 32.79975509643555 (31.962369441986084)  --> STEP: 5 | > loss_disc: 2.481029748916626 (2.203943157196045) | > loss_disc_real_0: 0.1781166046857834 (0.12270908653736115) | > loss_disc_real_1: 0.1986638307571411 (0.1758193165063858) | > loss_disc_real_2: 0.20149193704128265 (0.1823127657175064) | > loss_disc_real_3: 0.2248733639717102 (0.214691224694252) | > loss_disc_real_4: 0.2097267061471939 (0.18855103254318237) | > loss_disc_real_5: 0.16368147730827332 (0.18775418400764465) | > loss_0: 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(6.132768551508586) | > loss_mel: 18.380619049072266 (17.493631998697918) | > loss_duration: 2.2150166034698486 (2.420176903406779) | > loss_1: 30.644189834594727 (31.60464064280192)  --> STEP: 7 | > loss_disc: 2.3216769695281982 (2.249894176210676) | > loss_disc_real_0: 0.14711156487464905 (0.1186939754656383) | > loss_disc_real_1: 0.2517488896846771 (0.18956264853477478) | > loss_disc_real_2: 0.24155744910240173 (0.20931040602070944) | > loss_disc_real_3: 0.24296805262565613 (0.22054730355739594) | > loss_disc_real_4: 0.21927832067012787 (0.20299229238714492) | > loss_disc_real_5: 0.21953079104423523 (0.19792741111346654) | > loss_0: 2.3216769695281982 (2.249894176210676) | > loss_gen: 2.517845630645752 (2.368311200823103) | > loss_kl: 4.110301971435547 (3.342621326446533) | > loss_feat: 6.931987762451172 (6.246942724500384) | > loss_mel: 18.293201446533203 (17.60785620553153) | > loss_duration: 2.5982675552368164 (2.4456184250967845) | > loss_1: 34.451602935791016 (32.011349541800364)  --> STEP: 8 | > loss_disc: 2.2100183963775635 (2.244909703731537) | > loss_disc_real_0: 0.2381521612405777 (0.13362624868750572) | > loss_disc_real_1: 0.19194738566875458 (0.18986074067652225) | > loss_disc_real_2: 0.22315198183059692 (0.21104060299694538) | > loss_disc_real_3: 0.15999959409236908 (0.21297883987426758) | > loss_disc_real_4: 0.14827218651771545 (0.19615227915346622) | > loss_disc_real_5: 0.10234228521585464 (0.18597927037626505) | > loss_0: 2.2100183963775635 (2.244909703731537) | > loss_gen: 2.498189687728882 (2.384546011686325) | > loss_kl: 3.0119476318359375 (3.3012871146202087) | > loss_feat: 10.943534851074219 (6.834016740322113) | > loss_mel: 19.799659729003906 (17.881831645965576) | > loss_duration: 2.3011996746063232 (2.4275660812854767) | > loss_1: 38.55453109741211 (32.82924723625183)  --> STEP: 9 | > loss_disc: 2.474031925201416 (2.270367728339301) | > loss_disc_real_0: 0.16060899198055267 (0.13662433127562204) | > loss_disc_real_1: 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loss_disc_real_4: 0.2556511163711548 (0.19880736917257308) | > loss_disc_real_5: 0.21401667594909668 (0.19382501170039176) | > loss_0: 2.4654977321624756 (2.2898807287216187) | > loss_gen: 2.04746675491333 (2.334828782081604) | > loss_kl: 3.1149866580963135 (3.2144028902053834) | > loss_feat: 5.5948486328125 (7.015242338180542) | > loss_mel: 16.404285430908203 (17.884654235839843) | > loss_duration: 2.4027888774871826 (2.4087635040283204) | > loss_1: 29.564374923706055 (32.85789108276367)  --> STEP: 11 | > loss_disc: 2.4800727367401123 (2.3071709112687544) | > loss_disc_real_0: 0.13515736162662506 (0.13248954103751617) | > loss_disc_real_1: 0.19743786752223969 (0.19146677445281635) | > loss_disc_real_2: 0.2702583968639374 (0.21449251608415085) | > loss_disc_real_3: 0.27833884954452515 (0.21673840555277737) | > loss_disc_real_4: 0.27628421783447266 (0.20585071905092758) | > loss_disc_real_5: 0.23653583228588104 (0.1977078135717999) | > loss_0: 2.4800727367401123 (2.3071709112687544) | > loss_gen: 2.3772945404052734 (2.3386893055655738) | > loss_kl: 3.8365190029144287 (3.27095890045166) | > loss_feat: 6.676227569580078 (6.984422813762318) | > loss_mel: 15.967684745788574 (17.71038428219882) | > loss_duration: 2.553251266479492 (2.421898755160245) | > loss_1: 31.41097640991211 (32.72635338523171)  --> STEP: 12 | > loss_disc: 2.5189061164855957 (2.324815511703491) | > loss_disc_real_0: 0.14673520624637604 (0.13367667980492118) | > loss_disc_real_1: 0.22931843996047974 (0.19462107991178831) | > loss_disc_real_2: 0.2838866114616394 (0.22027535736560822) | > loss_disc_real_3: 0.20712824165821075 (0.2159375585615635) | > loss_disc_real_4: 0.21100006997585297 (0.2062798316280047) | > loss_disc_real_5: 0.24015100300312042 (0.20124474602440992) | > loss_0: 2.5189061164855957 (2.324815511703491) | > loss_gen: 2.3006014823913574 (2.3355153203010555) | > loss_kl: 3.0075302124023438 (3.249006509780884) | > loss_feat: 6.685270309448242 (6.959493438402812) | > loss_mel: 16.49529266357422 (17.609126647313435) | > loss_duration: 2.2514102458953857 (2.4076913793881736) | > loss_1: 30.74010467529297 (32.56083265940348)  --> STEP: 13 | > loss_disc: 2.3656041622161865 (2.3279531002044678) | > loss_disc_real_0: 0.1873285472393036 (0.13780374653064292) | > loss_disc_real_1: 0.217525452375412 (0.19638295471668243) | > loss_disc_real_2: 0.19118186831474304 (0.21803739666938782) | > loss_disc_real_3: 0.23051787912845612 (0.21705912168209368) | > loss_disc_real_4: 0.21479137241840363 (0.20693456553495848) | > loss_disc_real_5: 0.22644245624542236 (0.20318303142602628) | > loss_0: 2.3656041622161865 (2.3279531002044678) | > loss_gen: 2.530668258666992 (2.350527084790743) | > loss_kl: 3.444979429244995 (3.2640813497396617) | > loss_feat: 6.663062572479248 (6.936691064100999) | > loss_mel: 16.80142593383789 (17.546995823199932) | > loss_duration: 2.318493127822876 (2.4008299754216123) | > loss_1: 31.758628845214844 (32.49912467369666)  --> STEP: 14 | > loss_disc: 2.375849962234497 (2.331374304635184) | > loss_disc_real_0: 0.08523592352867126 (0.1340489020305021) | > loss_disc_real_1: 0.12331147491931915 (0.19116356330258505) | > loss_disc_real_2: 0.3118765354156494 (0.2247401922941208) | > loss_disc_real_3: 0.2994527816772461 (0.22294438311031886) | > loss_disc_real_4: 0.28127896785736084 (0.21224487998655864) | > loss_disc_real_5: 0.23716065287590027 (0.20561000438673155) | > loss_0: 2.375849962234497 (2.331374304635184) | > loss_gen: 2.4027211666107178 (2.3542552334921694) | > loss_kl: 3.8671271800994873 (3.3071560519082204) | > loss_feat: 7.233203411102295 (6.957870517458234) | > loss_mel: 17.614665985107422 (17.551829406193324) | > loss_duration: 2.513016700744629 (2.408843312944685) | > loss_1: 33.630733489990234 (32.57995387486049)  --> STEP: 15 | > loss_disc: 2.3049960136413574 (2.329615751902262) | > loss_disc_real_0: 0.10331443697214127 (0.13199993769327803) | > loss_disc_real_1: 0.20850174129009247 (0.19231944183508556) | > loss_disc_real_2: 0.18814899027347565 (0.22230077882607777) | > loss_disc_real_3: 0.27633631229400635 (0.22650384505589802) | > loss_disc_real_4: 0.19971264898777008 (0.21140939791997274) | > loss_disc_real_5: 0.18365049362182617 (0.20414603700240452) | > loss_0: 2.3049960136413574 (2.329615751902262) | > loss_gen: 2.4179251194000244 (2.358499892552693) | > loss_kl: 3.4408326148986816 (3.3160678227742513) | > loss_feat: 6.703842639923096 (6.940935325622559) | > loss_mel: 17.846731185913086 (17.571489524841308) | > loss_duration: 2.3737151622772217 (2.4065014362335204) | > loss_1: 32.78304672241211 (32.593493398030596)  --> STEP: 16 | > loss_disc: 2.544403076171875 (2.343039959669113) | > loss_disc_real_0: 0.22690898180007935 (0.1379317529499531) | > loss_disc_real_1: 0.3025619387626648 (0.19920959789305925) | > loss_disc_real_2: 0.24462030827999115 (0.22369574941694736) | > loss_disc_real_3: 0.2651764452457428 (0.22892088256776333) | > loss_disc_real_4: 0.1894826740026474 (0.2100389776751399) | > loss_disc_real_5: 0.21741227805614471 (0.2049751770682633) | > loss_0: 2.544403076171875 (2.343039959669113) | > loss_gen: 2.458749532699585 (2.364765495061874) | > loss_kl: 2.9748404026031494 (3.2947411090135574) | > loss_feat: 5.730837345123291 (6.865304201841354) | > loss_mel: 15.428499221801758 (17.437552630901337) | > loss_duration: 2.4568424224853516 (2.40964774787426) | > loss_1: 29.04977035522461 (32.372010707855225)  --> STEP: 17 | > loss_disc: 2.5013794898986816 (2.352354049682617) | > loss_disc_real_0: 0.18181008100509644 (0.1405128310708439) | > loss_disc_real_1: 0.22199830412864685 (0.2005501100245644) | > loss_disc_real_2: 0.2571735382080078 (0.22566503111053915) | > loss_disc_real_3: 0.17860804498195648 (0.22596130388624527) | > loss_disc_real_4: 0.2387913018465042 (0.21173029086169073) | > loss_disc_real_5: 0.22348237037658691 (0.20606383549816468) | > loss_0: 2.5013794898986816 (2.352354049682617) | > loss_gen: 2.2783524990081787 (2.359682377646951) | > loss_kl: 2.224381923675537 (3.2317788039936737) | > loss_feat: 5.575697898864746 (6.789445007548613) | > loss_mel: 17.891979217529297 (17.464283606585333) | > loss_duration: 2.5076284408569336 (2.415411318049711) | > loss_1: 30.478038787841797 (32.26060059491326)  --> STEP: 18 | > loss_disc: 2.2858405113220215 (2.3486588531070285) | > loss_disc_real_0: 0.0607675164937973 (0.13608253581656352) | > loss_disc_real_1: 0.20556338131427765 (0.20082862509621513) | > loss_disc_real_2: 0.17148056626319885 (0.2226547830634647) | > loss_disc_real_3: 0.15132519602775574 (0.22181485344966254) | > loss_disc_real_4: 0.1406346559524536 (0.20778053336673313) | > loss_disc_real_5: 0.1043132022023201 (0.20041102253728443) | > loss_0: 2.2858405113220215 (2.3486588531070285) | > loss_gen: 2.076660394668579 (2.3439589341481524) | > loss_kl: 2.9337470531463623 (3.2152214845021567) | > loss_feat: 8.21954345703125 (6.868894921408759) | > loss_mel: 18.78560447692871 (17.537690321604412) | > loss_duration: 2.314113140106201 (2.409783641497294) | > loss_1: 34.32966995239258 (32.375548892550995)  --> STEP: 19 | > loss_disc: 2.2952656745910645 (2.3458486858167147) | > loss_disc_real_0: 0.10198338329792023 (0.13428784357874018) | > loss_disc_real_1: 0.18215301632881165 (0.19984569831898338) | > loss_disc_real_2: 0.2057633250951767 (0.22176575895987058) | > loss_disc_real_3: 0.2208113819360733 (0.22176203915947362) | > loss_disc_real_4: 0.20105776190757751 (0.20742670328993545) | > loss_disc_real_5: 0.21106989681720734 (0.20097201592043826) | > loss_0: 2.2952656745910645 (2.3458486858167147) | > loss_gen: 2.2478113174438477 (2.3388985332689782) | > loss_kl: 1.973144292831421 (3.1498490007300126) | > loss_feat: 9.579960823059082 (7.011582600442987) | > loss_mel: 18.082740783691406 (17.566377188030042) | > loss_duration: 2.3973817825317383 (2.409130912078054) | > loss_1: 34.281036376953125 (32.47583770751953)  --> STEP: 20 | > loss_disc: 2.6267828941345215 (2.359895396232605) | > loss_disc_real_0: 0.2324034571647644 (0.1391936242580414) | > loss_disc_real_1: 0.17830464243888855 (0.19876864552497864) | > loss_disc_real_2: 0.2477816492319107 (0.2230665534734726) | > loss_disc_real_3: 0.1822533756494522 (0.21978660598397254) | > loss_disc_real_4: 0.2517353296279907 (0.20964213460683823) | > loss_disc_real_5: 0.1947249323129654 (0.2006596617400646) | > loss_0: 2.6267828941345215 (2.359895396232605) | > loss_gen: 2.099351406097412 (2.3269211769104) | > loss_kl: 2.241116762161255 (3.104412388801575) | > loss_feat: 6.293461799621582 (6.975676560401917) | > loss_mel: 16.195514678955078 (17.497834062576295) | > loss_duration: 2.3506386280059814 (2.4062062978744505) | > loss_1: 29.180084228515625 (32.31105003356934)  --> STEP: 21 | > loss_disc: 2.242431163787842 (2.354301861354283) | > loss_disc_real_0: 0.08561177551746368 (0.13664210765134724) | > loss_disc_real_1: 0.1574927419424057 (0.1968031263067609) | > loss_disc_real_2: 0.19595246016979218 (0.22177540617329733) | > loss_disc_real_3: 0.23676533997058868 (0.22059511712619237) | > loss_disc_real_4: 0.24088941514492035 (0.2111301003467469) | > loss_disc_real_5: 0.24545270204544067 (0.20279266365936824) | > loss_0: 2.242431163787842 (2.354301861354283) | > loss_gen: 2.359877586364746 (2.3284905297415595) | > loss_kl: 2.5914485454559326 (3.0799855391184487) | > loss_feat: 6.106533050537109 (6.934288774217878) | > loss_mel: 14.714543342590332 (17.36529640924363) | > loss_duration: 2.16526198387146 (2.3947327591124035) | > loss_1: 27.937665939331055 (32.10279364812942)  --> STEP: 22 | > loss_disc: 2.45444393157959 (2.3588537736372515) | > loss_disc_real_0: 0.09824122488498688 (0.13489661298014904) | > loss_disc_real_1: 0.23532205820083618 (0.19855398684740067) | > loss_disc_real_2: 0.15808962285518646 (0.21888059784065594) | > loss_disc_real_3: 0.27117326855659485 (0.22289412400939249) | > loss_disc_real_4: 0.2407197207212448 (0.21247508309104227) | > loss_disc_real_5: 0.25343480706214905 (0.20509457926858554) | > loss_0: 2.45444393157959 (2.3588537736372515) | > loss_gen: 2.2160322666168213 (2.3233787905086167) | > loss_kl: 2.5646276473999023 (3.0565601804039697) | > loss_feat: 6.243922233581543 (6.9029084769162266) | > loss_mel: 14.886503219604492 (17.252623991532758) | > loss_duration: 2.1762430667877197 (2.3848014094612817) | > loss_1: 28.08732795715332 (31.920272480357777)  --> STEP: 23 | > loss_disc: 2.44735050201416 (2.3627014574797256) | > loss_disc_real_0: 0.22547078132629395 (0.13883462029954666) | > loss_disc_real_1: 0.24972334504127502 (0.20077874155148215) | > loss_disc_real_2: 0.25207269191741943 (0.2203237323657326) | > loss_disc_real_3: 0.2537130117416382 (0.2242340756499249) | > loss_disc_real_4: 0.20013222098350525 (0.2119384369124537) | > loss_disc_real_5: 0.18997187912464142 (0.20443707056667493) | > loss_0: 2.44735050201416 (2.3627014574797256) | > loss_gen: 2.453721284866333 (2.3290458554806914) | > loss_kl: 2.785763740539551 (3.0447864221489946) | > loss_feat: 5.434970855712891 (6.839085102081299) | > loss_mel: 16.030454635620117 (17.1994861934496) | > loss_duration: 2.303762435913086 (2.3812779758287514) | > loss_1: 29.00867462158203 (31.793681269106656)  --> STEP: 24 | > loss_disc: 2.427786111831665 (2.365413318077723) | > loss_disc_real_0: 0.10007195174694061 (0.13721950910985473) | > loss_disc_real_1: 0.22877679765224457 (0.20194532722234726) | > loss_disc_real_2: 0.1936790645122528 (0.21921353787183762) | > loss_disc_real_3: 0.18630945682525635 (0.22265388319889703) | > loss_disc_real_4: 0.25370949506759644 (0.21367889766891798) | > loss_disc_real_5: 0.26530593633651733 (0.20697327330708504) | > loss_0: 2.427786111831665 (2.365413318077723) | > loss_gen: 2.2026000022888184 (2.3237772782643633) | > loss_kl: 2.7702715396881104 (3.033348302046458) | > loss_feat: 7.018281936645508 (6.846551636854808) | > loss_mel: 18.272626876831055 (17.244200388590496) | > loss_duration: 2.408440351486206 (2.3824097414811454) | > loss_1: 32.67222213745117 (31.830287138621014)  --> STEP: 25 | > loss_disc: 2.543241262435913 (2.3725264358520506) | > loss_disc_real_0: 0.12373854964971542 (0.13668027073144917) | > loss_disc_real_1: 0.17451630532741547 (0.20084816634654998) | > loss_disc_real_2: 0.32283690571784973 (0.2233584725856781) | > loss_disc_real_3: 0.24858638644218445 (0.22369118332862853) | > loss_disc_real_4: 0.15591175854206085 (0.21136821210384368) | > loss_disc_real_5: 0.24549707770347595 (0.20851422548294068) | > loss_0: 2.543241262435913 (2.3725264358520506) | > loss_gen: 2.2067294120788574 (2.319095363616943) | > loss_kl: 2.9612998962402344 (3.030466365814209) | > loss_feat: 5.47393274307251 (6.7916468811035156) | > loss_mel: 15.177728652954102 (17.161541519165038) | > loss_duration: 2.475494384765625 (2.3861331272125246) | > loss_1: 28.295185089111328 (31.688883056640623)  --> STEP: 26 | > loss_disc: 2.7368414402008057 (2.386538551403926) | > loss_disc_real_0: 0.07293923944234848 (0.1342286926049453) | > loss_disc_real_1: 0.18573100864887238 (0.2002667372043316) | > loss_disc_real_2: 0.26420858502388 (0.22492963075637817) | > loss_disc_real_3: 0.22119544446468353 (0.22359519337232298) | > loss_disc_real_4: 0.1158859059214592 (0.20769581571221352) | > loss_disc_real_5: 0.09974992275238037 (0.20433098307022682) | > loss_0: 2.7368414402008057 (2.386538551403926) | > loss_gen: 1.6176522970199585 (2.2921167841324435) | > loss_kl: 2.7736403942108154 (3.020588443829463) | > loss_feat: 7.694528102874756 (6.826373081940871) | > loss_mel: 17.985136032104492 (17.19321823120117) | > loss_duration: 2.3134732246398926 (2.3833385155751157) | > loss_1: 32.384429931640625 (31.71563485952524) --> EVAL PERFORMANCE | > avg_loader_time: 0.002437564042898325 (-0.0009027261000413155) | > avg_loss_disc: 2.386538551403926 (-0.12186052249028156) | > avg_loss_disc_real_0: 0.1342286926049453 (-0.09571442122642806) | > avg_loss_disc_real_1: 0.2002667372043316 (-0.006393797695636749) | > avg_loss_disc_real_2: 0.22492963075637817 (-0.030080699576781278) | > avg_loss_disc_real_3: 0.22359519337232298 (-0.025567873166157634) | > avg_loss_disc_real_4: 0.20769581571221352 (-0.03767014036958033) | > avg_loss_disc_real_5: 0.20433098307022682 (-0.0576340303971217) | > avg_loss_0: 2.386538551403926 (-0.12186052249028156) | > avg_loss_gen: 2.2921167841324435 (-0.2517172052310066) | > avg_loss_kl: 3.020588443829463 (-0.048857129537142274) | > avg_loss_feat: 6.826373081940871 (+0.1783624245570259) | > avg_loss_mel: 17.19321823120117 (+0.10294661155113971) | > avg_loss_duration: 2.3833385155751157 (+0.02950792129223201) | > avg_loss_1: 31.71563485952524 (+0.010242242079517183)  > EPOCH: 838/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:20:43)   --> TIME: 2024-06-12 04:20:47 -- STEP: 9/330 -- GLOBAL_STEP: 364550 | > loss_disc: 2.40162992477417 (2.365651183658176) | > loss_disc_real_0: 0.0825650542974472 (0.10965601768758562) | > loss_disc_real_1: 0.1983615607023239 (0.19944098426236045) | > loss_disc_real_2: 0.20576974749565125 (0.20984872016641828) | > loss_disc_real_3: 0.23628824949264526 (0.22982726991176605) | > loss_disc_real_4: 0.22146819531917572 (0.2322075582212872) | > loss_disc_real_5: 0.23725788295269012 (0.2136701527569029) | > loss_0: 2.40162992477417 (2.365651183658176) | > grad_norm_0: tensor(9.5884, device='cuda:0') (tensor(11.4390, device='cuda:0')) | > loss_gen: 2.4385428428649902 (2.4567329353756375) | > loss_kl: 1.92269766330719 (1.957034044795566) | > loss_feat: 7.055703163146973 (6.701591279771593) | > loss_mel: 18.321199417114258 (17.83074845208062) | > loss_duration: 2.050919532775879 (2.1046595573425293) | > loss_1: 31.7890625 (31.050766203138565) | > grad_norm_1: tensor(67.2497, device='cuda:0') (tensor(87.1147, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.347 (0.367258177863227) | > loader_time: 0.0032 (0.003045744366115994)  --> TIME: 2024-06-12 04:20:56 -- STEP: 34/330 -- GLOBAL_STEP: 364575 | > loss_disc: 2.260563611984253 (2.324805364889257) | > loss_disc_real_0: 0.10366702824831009 (0.10690641797640744) | > loss_disc_real_1: 0.1781531721353531 (0.19330478547250524) | > loss_disc_real_2: 0.22947485744953156 (0.20767304082127178) | > loss_disc_real_3: 0.2056216299533844 (0.22620915402384364) | > loss_disc_real_4: 0.2026207000017166 (0.23017395243925207) | > loss_disc_real_5: 0.19159774482250214 (0.21346494949915829) | > loss_0: 2.260563611984253 (2.324805364889257) | > grad_norm_0: tensor(4.5663, device='cuda:0') (tensor(11.4531, device='cuda:0')) | > loss_gen: 2.63704514503479 (2.496680133482989) | > loss_kl: 2.073753833770752 (1.9203342725248898) | > loss_feat: 7.940480709075928 (7.00627820632037) | > loss_mel: 17.81459617614746 (17.519428309272314) | > loss_duration: 1.9929451942443848 (2.0076447164311126) | > loss_1: 32.45882034301758 (30.9503656836117) | > grad_norm_1: tensor(105.8171, device='cuda:0') (tensor(113.1880, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.363 (0.3598556728924022) | > loader_time: 0.0035 (0.003139201332541073)  --> TIME: 2024-06-12 04:21:06 -- STEP: 59/330 -- GLOBAL_STEP: 364600 | > loss_disc: 2.369576930999756 (2.339090056338553) | > loss_disc_real_0: 0.08055183291435242 (0.10856061656091173) | > loss_disc_real_1: 0.19538350403308868 (0.1929860019077689) | > loss_disc_real_2: 0.2371002733707428 (0.20983592761775194) | > loss_disc_real_3: 0.24092750251293182 (0.22927896956265983) | > loss_disc_real_4: 0.2139367312192917 (0.2310566796084582) | > loss_disc_real_5: 0.2103164941072464 (0.21786792753106457) | > loss_0: 2.369576930999756 (2.339090056338553) | > grad_norm_0: tensor(24.3508, device='cuda:0') (tensor(12.2016, device='cuda:0')) | > loss_gen: 2.4691460132598877 (2.502193887354963) | > loss_kl: 1.9598219394683838 (1.9432937371528756) | > loss_feat: 6.895743370056152 (7.0584483631586625) | > loss_mel: 16.347095489501953 (17.404647277573407) | > loss_duration: 1.9610052108764648 (1.9884089857844987) | > loss_1: 29.6328125 (30.896992440951074) | > grad_norm_1: tensor(358.8752, device='cuda:0') (tensor(143.6219, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3662 (0.3621529845868126) | > loader_time: 0.0037 (0.0033331483097399695)  --> TIME: 2024-06-12 04:21:15 -- STEP: 84/330 -- GLOBAL_STEP: 364625 | > loss_disc: 2.232731580734253 (2.3423410739217494) | > loss_disc_real_0: 0.09732325375080109 (0.10848301223346166) | > loss_disc_real_1: 0.17303845286369324 (0.19421041827826274) | > loss_disc_real_2: 0.196577250957489 (0.21000013695586295) | > loss_disc_real_3: 0.19730329513549805 (0.22769138997509367) | > loss_disc_real_4: 0.22118708491325378 (0.23137497121379488) | > loss_disc_real_5: 0.22505228221416473 (0.21976318742547715) | > loss_0: 2.232731580734253 (2.3423410739217494) | > grad_norm_0: tensor(10.0218, device='cuda:0') (tensor(11.9474, device='cuda:0')) | > loss_gen: 2.5520029067993164 (2.495473118055434) | > loss_kl: 1.9578373432159424 (1.9557256968248458) | > loss_feat: 7.344642162322998 (7.064608017603557) | > loss_mel: 17.48480796813965 (17.34792271114531) | > loss_duration: 2.066345453262329 (1.9834028752077193) | > loss_1: 31.405635833740234 (30.847132546561106) | > grad_norm_1: tensor(212.9638, device='cuda:0') (tensor(153.4445, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3884 (0.36402927977698196) | > loader_time: 0.0045 (0.003459567115420387)  --> TIME: 2024-06-12 04:21:25 -- STEP: 109/330 -- GLOBAL_STEP: 364650 | > loss_disc: 2.361875057220459 (2.3433659711015338) | > loss_disc_real_0: 0.10463298857212067 (0.10992990133412388) | > loss_disc_real_1: 0.19333770871162415 (0.19490797872390223) | > loss_disc_real_2: 0.25148671865463257 (0.2103430929533932) | > loss_disc_real_3: 0.20892788469791412 (0.2293517761821047) | > loss_disc_real_4: 0.22340644896030426 (0.23162646947103901) | > loss_disc_real_5: 0.24933674931526184 (0.22000144107626118) | > loss_0: 2.361875057220459 (2.3433659711015338) | > grad_norm_0: tensor(23.5142, device='cuda:0') (tensor(12.7811, device='cuda:0')) | > loss_gen: 2.5136523246765137 (2.5030973766921845) | > loss_kl: 2.034086227416992 (1.9711498339241798) | > loss_feat: 6.688277721405029 (7.05649344418027) | > loss_mel: 17.68189239501953 (17.28815432207299) | > loss_duration: 1.9337780475616455 (1.9854328315192407) | > loss_1: 30.851688385009766 (30.804327886038966) | > grad_norm_1: tensor(314.2759, device='cuda:0') (tensor(169.8738, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3851 (0.36924631442498723) | > loader_time: 0.0045 (0.0036027693967206763)  --> TIME: 2024-06-12 04:21:35 -- STEP: 134/330 -- GLOBAL_STEP: 364675 | > loss_disc: 2.352780818939209 (2.345705601706434) | > loss_disc_real_0: 0.115197092294693 (0.1106051050348958) | > loss_disc_real_1: 0.20442555844783783 (0.19564588089932256) | > loss_disc_real_2: 0.19076089560985565 (0.21119567384915566) | > loss_disc_real_3: 0.2186533659696579 (0.2292416434901864) | > loss_disc_real_4: 0.2266995906829834 (0.23051058278599781) | > loss_disc_real_5: 0.21336133778095245 (0.21908947992235867) | > loss_0: 2.352780818939209 (2.345705601706434) | > grad_norm_0: tensor(24.5761, device='cuda:0') (tensor(13.5740, device='cuda:0')) | > loss_gen: 2.540245532989502 (2.5039918814132456) | > loss_kl: 2.076324939727783 (1.9824686682046349) | > loss_feat: 8.243467330932617 (7.08355159901861) | > loss_mel: 17.708837509155273 (17.325973738485295) | > loss_duration: 2.013244152069092 (1.9898375450675168) | > loss_1: 32.58211898803711 (30.88582349179396) | > grad_norm_1: tensor(261.4994, device='cuda:0') (tensor(183.7885, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3885 (0.37151998014592413) | > loader_time: 0.004 (0.0037097699606596533)  --> TIME: 2024-06-12 04:21:45 -- STEP: 159/330 -- GLOBAL_STEP: 364700 | > loss_disc: 2.4182615280151367 (2.352038416472621) | > loss_disc_real_0: 0.12409697473049164 (0.11203862843835877) | > loss_disc_real_1: 0.18121646344661713 (0.19637063942240457) | > loss_disc_real_2: 0.24458321928977966 (0.21158712277622344) | > loss_disc_real_3: 0.22764639556407928 (0.2293658177807646) | > loss_disc_real_4: 0.21222352981567383 (0.23067586442584512) | > loss_disc_real_5: 0.1691923439502716 (0.21994149872341995) | > loss_0: 2.4182615280151367 (2.352038416472621) | > grad_norm_0: tensor(18.5977, device='cuda:0') (tensor(14.4896, device='cuda:0')) | > loss_gen: 2.3874120712280273 (2.501464816759217) | > loss_kl: 2.1047513484954834 (1.994557425660907) | > loss_feat: 6.833132743835449 (7.059407162216474) | > loss_mel: 17.283294677734375 (17.300230817974732) | > loss_duration: 2.0170555114746094 (1.9936429944428258) | > loss_1: 30.625648498535156 (30.84930322755058) | > grad_norm_1: tensor(85.8374, device='cuda:0') (tensor(195.7766, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3744 (0.3747925743366938) | > loader_time: 0.0043 (0.003821932294833585)  --> TIME: 2024-06-12 04:21:55 -- STEP: 184/330 -- GLOBAL_STEP: 364725 | > loss_disc: 2.3254294395446777 (2.3559711031291797) | > loss_disc_real_0: 0.06404577195644379 (0.11369562857662852) | > loss_disc_real_1: 0.19334693253040314 (0.1969964356040176) | > loss_disc_real_2: 0.2500343322753906 (0.2119509642538817) | > loss_disc_real_3: 0.23186326026916504 (0.22925029549261797) | > loss_disc_real_4: 0.23477192223072052 (0.23075372798611288) | > loss_disc_real_5: 0.2161172479391098 (0.2191161943356628) | > loss_0: 2.3254294395446777 (2.3559711031291797) | > grad_norm_0: tensor(20.8207, device='cuda:0') (tensor(16.7716, device='cuda:0')) | > loss_gen: 2.6578521728515625 (2.4993739011495006) | > loss_kl: 1.9487627744674683 (1.9986220138228459) | > loss_feat: 7.517516613006592 (7.053523201009502) | > loss_mel: 16.975126266479492 (17.273628338523533) | > loss_duration: 2.0392210483551025 (2.0012374410162805) | > loss_1: 31.138479232788086 (30.826384917549465) | > grad_norm_1: tensor(376.6553, device='cuda:0') (tensor(220.6676, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3808 (0.3760765324468198) | > loader_time: 0.0046 (0.003929613724998806)  --> TIME: 2024-06-12 04:22:05 -- STEP: 209/330 -- GLOBAL_STEP: 364750 | > loss_disc: 2.408585786819458 (2.3588109472721954) | > loss_disc_real_0: 0.15964853763580322 (0.1144548027495448) | > loss_disc_real_1: 0.17933198809623718 (0.19655383139420915) | > loss_disc_real_2: 0.20920728147029877 (0.21199925179686843) | > loss_disc_real_3: 0.2353866845369339 (0.22956982254981995) | > loss_disc_real_4: 0.2174457609653473 (0.23140164111789904) | > loss_disc_real_5: 0.20770013332366943 (0.21975131803437284) | > loss_0: 2.408585786819458 (2.3588109472721954) | > grad_norm_0: tensor(61.3112, device='cuda:0') (tensor(18.3713, device='cuda:0')) | > loss_gen: 2.393583297729492 (2.5030223946822323) | > loss_kl: 2.0430500507354736 (2.0072459963520175) | > loss_feat: 7.3779296875 (7.061446591427452) | > loss_mel: 16.480016708374023 (17.2265951257003) | > loss_duration: 2.091399908065796 (2.0094561833513978) | > loss_1: 30.3859806060791 (30.80776632573616) | > grad_norm_1: tensor(533.2471, device='cuda:0') (tensor(240.4315, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.3924 (0.3793341246518222) | > loader_time: 0.0054 (0.00405910825044915)  --> TIME: 2024-06-12 04:22:15 -- STEP: 234/330 -- GLOBAL_STEP: 364775 | > loss_disc: 2.3721959590911865 (2.3616591661404343) | > loss_disc_real_0: 0.08423782885074615 (0.11512788974194443) | > loss_disc_real_1: 0.20912720263004303 (0.19684137563165427) | > loss_disc_real_2: 0.21687373518943787 (0.21230781899812895) | > loss_disc_real_3: 0.2468770444393158 (0.22999796895389882) | > loss_disc_real_4: 0.23866158723831177 (0.2318066813879543) | > loss_disc_real_5: 0.22104710340499878 (0.2198994795226643) | > loss_0: 2.3721959590911865 (2.3616591661404343) | > grad_norm_0: tensor(31.6159, device='cuda:0') (tensor(20.2004, device='cuda:0')) | > loss_gen: 2.3669588565826416 (2.502948063051599) | > loss_kl: 1.9602419137954712 (2.0158287495629397) | > loss_feat: 6.767143726348877 (7.042030232584374) | > loss_mel: 16.123741149902344 (17.180170735742298) | > loss_duration: 2.0803050994873047 (2.0183052960624055) | > loss_1: 29.298391342163086 (30.759283114702274) | > grad_norm_1: tensor(486.0390, device='cuda:0') (tensor(260.5296, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.4158 (0.3822561237547133) | > loader_time: 0.0055 (0.004208184715010163)  --> TIME: 2024-06-12 04:22:26 -- STEP: 259/330 -- GLOBAL_STEP: 364800 | > loss_disc: 2.373178005218506 (2.3619502345567502) | > loss_disc_real_0: 0.1906747817993164 (0.11660160086905172) | > loss_disc_real_1: 0.19789136946201324 (0.19688612544858772) | > loss_disc_real_2: 0.22603991627693176 (0.2120497552929698) | > loss_disc_real_3: 0.2171202450990677 (0.2297056136099068) | > loss_disc_real_4: 0.20726095139980316 (0.23116877306842434) | > loss_disc_real_5: 0.24461087584495544 (0.22029386892281905) | > loss_0: 2.373178005218506 (2.3619502345567502) | > grad_norm_0: tensor(25.5161, device='cuda:0') (tensor(20.7760, device='cuda:0')) | > loss_gen: 2.420311212539673 (2.499970473838129) | > loss_kl: 2.0652291774749756 (2.0239745613230693) | > loss_feat: 6.842968940734863 (7.040210572909205) | > loss_mel: 16.002798080444336 (17.120246371707406) | > loss_duration: 2.1362366676330566 (2.026670245590358) | > loss_1: 29.46754264831543 (30.71107222951057) | > grad_norm_1: tensor(543.4420, device='cuda:0') (tensor(273.0250, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.4388 (0.38655066214012823) | > loader_time: 0.0059 (0.004385553271613987)  --> TIME: 2024-06-12 04:22:38 -- STEP: 284/330 -- GLOBAL_STEP: 364825 | > loss_disc: 2.350644588470459 (2.3630388194406535) | > loss_disc_real_0: 0.13943782448768616 (0.11761326020137525) | > loss_disc_real_1: 0.22187918424606323 (0.19713951851910264) | > loss_disc_real_2: 0.17428158223628998 (0.21227877859918165) | > loss_disc_real_3: 0.2254151552915573 (0.22954622913204448) | > loss_disc_real_4: 0.23796041309833527 (0.23083709180355072) | > loss_disc_real_5: 0.22635184228420258 (0.21998220907760338) | > loss_0: 2.350644588470459 (2.3630388194406535) | > grad_norm_0: tensor(49.6927, device='cuda:0') (tensor(21.5421, device='cuda:0')) | > loss_gen: 2.437744140625 (2.4962878336369148) | > loss_kl: 2.0168375968933105 (2.0284304832908457) | > loss_feat: 6.957817077636719 (7.033432984016311) | > loss_mel: 16.606693267822266 (17.075932321414147) | > loss_duration: 2.150848388671875 (2.036403990547422) | > loss_1: 30.169940948486328 (30.670487645646215) | > grad_norm_1: tensor(508.1199, device='cuda:0') (tensor(284.4853, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.4495 (0.39193906246776306) | > loader_time: 0.0073 (0.004574148587777582)  --> TIME: 2024-06-12 04:22:50 -- STEP: 309/330 -- GLOBAL_STEP: 364850 | > loss_disc: 2.6703357696533203 (2.3716540930726375) | > loss_disc_real_0: 0.11910633742809296 (0.11978641646676079) | > loss_disc_real_1: 0.4056590497493744 (0.1988941825998639) | > loss_disc_real_2: 0.2551532983779907 (0.21246726859155982) | > loss_disc_real_3: 0.23220521211624146 (0.23014151167522356) | > loss_disc_real_4: 0.27114665508270264 (0.23170673562677932) | > loss_disc_real_5: 0.24248000979423523 (0.2206024703084458) | > loss_0: 2.6703357696533203 (2.3716540930726375) | > grad_norm_0: tensor(54.5576, device='cuda:0') (tensor(22.9718, device='cuda:0')) | > loss_gen: 2.4073753356933594 (2.4937284054493833) | > loss_kl: 2.2409608364105225 (2.0333727293415738) | > loss_feat: 7.365739822387695 (7.0322000417122945) | > loss_mel: 16.3911190032959 (17.0349564351696) | > loss_duration: 2.222625970840454 (2.0483901257653847) | > loss_1: 30.62782096862793 (30.64264775248407) | > grad_norm_1: tensor(492.8752, device='cuda:0') (tensor(297.6733, device='cuda:0')) | > current_lr_0: 0.0001801087471192875 | > current_lr_1: 0.0001801087471192875 | > step_time: 0.4956 (0.39892202596448373) | > loader_time: 0.0072 (0.004777180724159415)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.691910982131958 (2.691910982131958) | > loss_disc_real_0: 0.21923351287841797 (0.21923351287841797) | > loss_disc_real_1: 0.26512467861175537 (0.26512467861175537) | > loss_disc_real_2: 0.22342753410339355 (0.22342753410339355) | > loss_disc_real_3: 0.29789137840270996 (0.29789137840270996) | > loss_disc_real_4: 0.3267015516757965 (0.3267015516757965) | > loss_disc_real_5: 0.3112945854663849 (0.3112945854663849) | > loss_0: 2.691910982131958 (2.691910982131958) | > loss_gen: 2.443270444869995 (2.443270444869995) | > loss_kl: 2.5474486351013184 (2.5474486351013184) | > loss_feat: 3.9641783237457275 (3.9641783237457275) | > loss_mel: 15.141500473022461 (15.141500473022461) | > loss_duration: 3.1585965156555176 (3.1585965156555176) | > loss_1: 27.254993438720703 (27.254993438720703)  --> STEP: 1 | > loss_disc: 2.464742660522461 (2.464742660522461) | > loss_disc_real_0: 0.1652635633945465 (0.1652635633945465) | > loss_disc_real_1: 0.21298536658287048 (0.21298536658287048) | > loss_disc_real_2: 0.24974015355110168 (0.24974015355110168) | > loss_disc_real_3: 0.22057925164699554 (0.22057925164699554) | > loss_disc_real_4: 0.2617502212524414 (0.2617502212524414) | > loss_disc_real_5: 0.22855018079280853 (0.22855018079280853) | > loss_0: 2.464742660522461 (2.464742660522461) | > loss_gen: 2.3108408451080322 (2.3108408451080322) | > loss_kl: 3.6211087703704834 (3.6211087703704834) | > loss_feat: 5.507361888885498 (5.507361888885498) | > loss_mel: 17.398277282714844 (17.398277282714844) | > loss_duration: 2.6079673767089844 (2.6079673767089844) | > loss_1: 31.445556640625 (31.445556640625)  --> STEP: 2 | > loss_disc: 2.1184604167938232 (2.291601538658142) | > loss_disc_real_0: 0.09787842631340027 (0.1315709948539734) | > loss_disc_real_1: 0.13524173200130463 (0.17411354929208755) | > loss_disc_real_2: 0.25435999035835266 (0.2520500719547272) | > loss_disc_real_3: 0.2534851133823395 (0.2370321825146675) | > loss_disc_real_4: 0.24292244017124176 (0.2523363307118416) | > loss_disc_real_5: 0.20726914703845978 (0.21790966391563416) | > loss_0: 2.1184604167938232 (2.291601538658142) | > loss_gen: 2.821892499923706 (2.566366672515869) | > loss_kl: 2.796908140182495 (3.2090084552764893) | > loss_feat: 6.247000694274902 (5.8771812915802) | > loss_mel: 18.017681121826172 (17.707979202270508) | > loss_duration: 2.491969585418701 (2.5499684810638428) | > loss_1: 32.375450134277344 (31.910503387451172)  --> STEP: 3 | > loss_disc: 2.4000449180603027 (2.327749331792196) | > loss_disc_real_0: 0.13114827871322632 (0.13143008947372437) | > loss_disc_real_1: 0.07979410886764526 (0.14267373581727347) | > loss_disc_real_2: 0.1999906301498413 (0.23469692468643188) | > loss_disc_real_3: 0.1910819560289383 (0.22171544035275778) | > loss_disc_real_4: 0.21047665178775787 (0.2383831044038137) | > loss_disc_real_5: 0.22774264216423035 (0.22118732333183289) | > loss_0: 2.4000449180603027 (2.327749331792196) | > loss_gen: 2.1085219383239746 (2.413751761118571) | > loss_kl: 3.71630597114563 (3.3781076272328696) | > loss_feat: 6.815113067626953 (6.189825216929118) | > loss_mel: 18.73426055908203 (18.050072987874348) | > loss_duration: 2.4206809997558594 (2.5068726539611816) | > loss_1: 33.794883728027344 (32.53863016764323)  --> STEP: 4 | > loss_disc: 2.512732744216919 (2.3739951848983765) | > loss_disc_real_0: 0.19092774391174316 (0.14630450308322906) | > loss_disc_real_1: 0.211223304271698 (0.1598111279308796) | > loss_disc_real_2: 0.1977623999118805 (0.22546329349279404) | > loss_disc_real_3: 0.24559247493743896 (0.22768469899892807) | > loss_disc_real_4: 0.24188217520713806 (0.23925787210464478) | > loss_disc_real_5: 0.19982291758060455 (0.2158462218940258) | > loss_0: 2.512732744216919 (2.3739951848983765) | > loss_gen: 2.3427460193634033 (2.396000325679779) | > loss_kl: 3.554389476776123 (3.422178089618683) | > loss_feat: 7.803957939147949 (6.593358397483826) | > loss_mel: 16.76717185974121 (17.729347705841064) | > loss_duration: 2.451704978942871 (2.493080735206604) | > loss_1: 32.91997146606445 (32.633965492248535)  --> STEP: 5 | > loss_disc: 2.451932191848755 (2.3895825862884523) | > loss_disc_real_0: 0.16355592012405396 (0.14975478649139404) | > loss_disc_real_1: 0.22053661942481995 (0.17195622622966766) | > loss_disc_real_2: 0.2257833331823349 (0.2255273014307022) | > loss_disc_real_3: 0.2827479839324951 (0.23869735598564149) | > loss_disc_real_4: 0.2338031530380249 (0.2381669282913208) | > loss_disc_real_5: 0.2888583540916443 (0.2304486483335495) | > loss_0: 2.451932191848755 (2.3895825862884523) | > loss_gen: 2.369357109069824 (2.3906716823577883) | > loss_kl: 3.272944211959839 (3.3923313140869142) | > loss_feat: 5.257336139678955 (6.326153945922852) | > loss_mel: 18.248733520507812 (17.833224868774415) | > loss_duration: 2.3564977645874023 (2.4657641410827638) | > loss_1: 31.504871368408203 (32.408146667480466)  --> STEP: 6 | > loss_disc: 2.5166866779327393 (2.4107666015625) | > loss_disc_real_0: 0.095145583152771 (0.14065325260162354) | > loss_disc_real_1: 0.14049801230430603 (0.16671319057544073) | > loss_disc_real_2: 0.263130784034729 (0.23179454853137335) | > loss_disc_real_3: 0.2465398907661438 (0.2400044451157252) | > loss_disc_real_4: 0.26581019163131714 (0.24277413884798685) | > loss_disc_real_5: 0.2565137445926666 (0.23479283104340234) | > loss_0: 2.5166866779327393 (2.4107666015625) | > loss_gen: 2.1304070949554443 (2.347294251124064) | > loss_kl: 3.012765407562256 (3.3290703296661377) | > loss_feat: 6.1364569664001465 (6.294537782669067) | > loss_mel: 18.039403915405273 (17.86758804321289) | > loss_duration: 2.2259886264801025 (2.4258015553156533) | > loss_1: 31.545021057128906 (32.26429239908854)  --> STEP: 7 | > loss_disc: 2.2168350219726562 (2.383062090192522) | > loss_disc_real_0: 0.13333290815353394 (0.1396074891090393) | > loss_disc_real_1: 0.19583149254322052 (0.17087294799940927) | > loss_disc_real_2: 0.24239999055862427 (0.23330961167812347) | > loss_disc_real_3: 0.22560465335845947 (0.2379473320075444) | > loss_disc_real_4: 0.2392890304327011 (0.24227626621723175) | > loss_disc_real_5: 0.21197745203971863 (0.23153349118573324) | > loss_0: 2.2168350219726562 (2.383062090192522) | > loss_gen: 2.7010505199432373 (2.3978308609553745) | > loss_kl: 4.592468738555908 (3.5095558166503906) | > loss_feat: 8.209454536437988 (6.568097318921771) | > loss_mel: 18.797788619995117 (18.000473839896067) | > loss_duration: 2.538508415222168 (2.4419025353022983) | > loss_1: 36.839271545410156 (32.91786084856306)  --> STEP: 8 | > loss_disc: 2.3600101470947266 (2.380180597305298) | > loss_disc_real_0: 0.2261641025543213 (0.15042706578969955) | > loss_disc_real_1: 0.20118305087089539 (0.17466171085834503) | > loss_disc_real_2: 0.1695590317249298 (0.22534078918397427) | > loss_disc_real_3: 0.2578015625476837 (0.2404291108250618) | > loss_disc_real_4: 0.23138687014579773 (0.2409150917083025) | > loss_disc_real_5: 0.2100101113319397 (0.22884306870400906) | > loss_0: 2.3600101470947266 (2.380180597305298) | > loss_gen: 2.3653311729431152 (2.393768399953842) | > loss_kl: 3.290208578109741 (3.4821374118328094) | > loss_feat: 7.8629150390625 (6.729949533939362) | > loss_mel: 17.496009826660156 (17.937415838241577) | > loss_duration: 2.3225393295288086 (2.426982134580612) | > loss_1: 33.337005615234375 (32.97025394439697)  --> STEP: 9 | > loss_disc: 2.6149260997772217 (2.4062634309132895) | > loss_disc_real_0: 0.23640714585781097 (0.1599804080194897) | > loss_disc_real_1: 0.25826433300971985 (0.1839508910973867) | > loss_disc_real_2: 0.2666407525539398 (0.22992967400285932) | > loss_disc_real_3: 0.24078886210918427 (0.2404690831899643) | > loss_disc_real_4: 0.2869053781032562 (0.24602512352996403) | > loss_disc_real_5: 0.26914915442466736 (0.2333215226729711) | > loss_0: 2.6149260997772217 (2.4062634309132895) | > loss_gen: 2.445345163345337 (2.399499151441786) | > loss_kl: 2.4624011516571045 (3.368833382924398) | > loss_feat: 7.271556854248047 (6.790128125084771) | > loss_mel: 18.695241928100586 (18.0216187371148) | > loss_duration: 2.203917980194092 (2.4021972285376654) | > loss_1: 33.078460693359375 (32.982276916503906)  --> STEP: 10 | > loss_disc: 2.6165809631347656 (2.427295184135437) | > loss_disc_real_0: 0.2096128910779953 (0.16494365632534028) | > loss_disc_real_1: 0.2811352014541626 (0.19366932213306426) | > loss_disc_real_2: 0.2420121133327484 (0.23113791793584823) | > loss_disc_real_3: 0.23302258551120758 (0.23972443342208863) | > loss_disc_real_4: 0.2994590997695923 (0.2513685211539268) | > loss_disc_real_5: 0.2943803668022156 (0.23942740708589555) | > loss_0: 2.6165809631347656 (2.427295184135437) | > loss_gen: 2.3363614082336426 (2.3931853771209717) | > loss_kl: 2.924898624420166 (3.3244399070739745) | > loss_feat: 4.921954154968262 (6.6033107280731205) | > loss_mel: 15.981597900390625 (17.817616653442382) | > loss_duration: 2.3443596363067627 (2.396413469314575) | > loss_1: 28.509172439575195 (32.534966468811035)  --> STEP: 11 | > loss_disc: 2.5529282093048096 (2.4387163682417436) | > loss_disc_real_0: 0.09827006608247757 (0.1588824208487164) | > loss_disc_real_1: 0.24764950573444366 (0.1985766115513715) | > loss_disc_real_2: 0.25061288475990295 (0.23290836946530777) | > loss_disc_real_3: 0.32115283608436584 (0.24712701548229565) | > loss_disc_real_4: 0.25286102294921875 (0.251504203135317) | > loss_disc_real_5: 0.28597792983055115 (0.24365927278995514) | > loss_0: 2.5529282093048096 (2.4387163682417436) | > loss_gen: 2.5644237995147705 (2.408752506429499) | > loss_kl: 3.5305733680725098 (3.343179312619296) | > loss_feat: 6.143146514892578 (6.5614776177839795) | > loss_mel: 15.858556747436523 (17.63952029835094) | > loss_duration: 2.5078282356262207 (2.406542084433816) | > loss_1: 30.604528427124023 (32.359472101384945)  --> STEP: 12 | > loss_disc: 2.457993507385254 (2.4403227965037027) | > loss_disc_real_0: 0.10085541754961014 (0.15404683724045753) | > loss_disc_real_1: 0.18091370165348053 (0.1971047023932139) | > loss_disc_real_2: 0.2425730973482132 (0.23371376345554987) | > loss_disc_real_3: 0.25915634632110596 (0.24812945971886316) | > loss_disc_real_4: 0.30515551567077637 (0.2559751458466053) | > loss_disc_real_5: 0.2646448314189911 (0.2454080693423748) | > loss_0: 2.457993507385254 (2.4403227965037027) | > loss_gen: 2.270782470703125 (2.397255003452301) | > loss_kl: 2.723830461502075 (3.2915669083595276) | > loss_feat: 7.674389839172363 (6.654220302899678) | > loss_mel: 16.637813568115234 (17.556044737497967) | > loss_duration: 2.3079681396484375 (2.3983275890350346) | > loss_1: 31.614784240722656 (32.297414779663086)  --> STEP: 13 | > loss_disc: 2.415506362915039 (2.438413840073806) | > loss_disc_real_0: 0.10408841818571091 (0.15020388192855394) | > loss_disc_real_1: 0.24433952569961548 (0.20073815033986017) | > loss_disc_real_2: 0.20148760080337524 (0.23123482786692107) | > loss_disc_real_3: 0.27163803577423096 (0.24993781172312224) | > loss_disc_real_4: 0.23377034068107605 (0.25426708391079533) | > loss_disc_real_5: 0.2767336964607239 (0.24781773296686319) | > loss_0: 2.415506362915039 (2.438413840073806) | > loss_gen: 2.4990100860595703 (2.405082317499014) | > loss_kl: 3.3790969848632812 (3.2982999911675086) | > loss_feat: 5.47058629989624 (6.563171533437876) | > loss_mel: 14.949646949768066 (17.35555259998028) | > loss_duration: 2.318544864654541 (2.3921904563903813) | > loss_1: 28.616886138916016 (32.014297191913315)  --> STEP: 14 | > loss_disc: 2.418060302734375 (2.436960015978132) | > loss_disc_real_0: 0.16062965989112854 (0.15094858035445213) | > loss_disc_real_1: 0.20772366225719452 (0.20123711547681264) | > loss_disc_real_2: 0.22650353610515594 (0.2308968784553664) | > loss_disc_real_3: 0.2741652727127075 (0.2516683446509497) | > loss_disc_real_4: 0.26949989795684814 (0.25535514205694193) | > loss_disc_real_5: 0.23400837182998657 (0.24683135002851486) | > loss_0: 2.418060302734375 (2.436960015978132) | > loss_gen: 2.3767683506011963 (2.403059891292027) | > loss_kl: 4.339693546295166 (3.3726852451051985) | > loss_feat: 6.278524398803711 (6.542839595249721) | > loss_mel: 18.616403579711914 (17.445613384246826) | > loss_duration: 2.3674306869506836 (2.390421901430403) | > loss_1: 33.97882080078125 (32.154620306832456)  --> STEP: 15 | > loss_disc: 2.2144572734832764 (2.4221264998118084) | > loss_disc_real_0: 0.15655337274074554 (0.15132223318020502) | > loss_disc_real_1: 0.13838107883930206 (0.19704671303431193) | > loss_disc_real_2: 0.24483393132686615 (0.2318260153134664) | > loss_disc_real_3: 0.25308191776275635 (0.25176258285840347) | > loss_disc_real_4: 0.253111332654953 (0.255205554763476) | > loss_disc_real_5: 0.29018303751945496 (0.24972146252791086) | > loss_0: 2.2144572734832764 (2.4221264998118084) | > loss_gen: 2.7677857875823975 (2.4273749510447185) | > loss_kl: 3.506481170654297 (3.3816049734751386) | > loss_feat: 7.755475997924805 (6.623682022094727) | > loss_mel: 16.509729385375977 (17.383221117655435) | > loss_duration: 2.329730987548828 (2.386375840504965) | > loss_1: 32.86920166015625 (32.20225906372071)  --> STEP: 16 | > loss_disc: 2.5142176151275635 (2.427882194519043) | > loss_disc_real_0: 0.20635494589805603 (0.15476177772507071) | > loss_disc_real_1: 0.19751201570034027 (0.1970757944509387) | > loss_disc_real_2: 0.18745344877243042 (0.22905272990465164) | > loss_disc_real_3: 0.21447163820266724 (0.24943189881741995) | > loss_disc_real_4: 0.2507956027984619 (0.2549299327656626) | > loss_disc_real_5: 0.26622408628463745 (0.2507528765127063) | > loss_0: 2.5142176151275635 (2.427882194519043) | > loss_gen: 2.1759469509124756 (2.4116607010364532) | > loss_kl: 2.774691581726074 (3.343672886490822) | > loss_feat: 6.174396514892578 (6.595601677894592) | > loss_mel: 16.37504005432129 (17.320209801197052) | > loss_duration: 2.4393582344055176 (2.3896872401237492) | > loss_1: 29.93943214416504 (32.06083238124848)  --> STEP: 17 | > loss_disc: 2.47937273979187 (2.430911050123327) | > loss_disc_real_0: 0.13059186935424805 (0.15334001840913997) | > loss_disc_real_1: 0.12014350295066833 (0.19255036553915808) | > loss_disc_real_2: 0.23919247090816498 (0.22964918525779948) | > loss_disc_real_3: 0.27481111884117126 (0.2509247941129347) | > loss_disc_real_4: 0.3058711886405945 (0.2579264772288939) | > loss_disc_real_5: 0.31510478258132935 (0.25453828275203705) | > loss_0: 2.47937273979187 (2.430911050123327) | > loss_gen: 2.293438196182251 (2.4047064360450294) | > loss_kl: 2.7533562183380127 (3.30894837659948) | > loss_feat: 5.17705774307251 (6.512157917022705) | > loss_mel: 16.68109130859375 (17.2826145957498) | > loss_duration: 2.431483268737793 (2.3921458300422223) | > loss_1: 29.33642578125 (31.900573169483863)  --> STEP: 18 | > loss_disc: 2.4660632610321045 (2.43286395072937) | > loss_disc_real_0: 0.24546562135219574 (0.15845810746153197) | > loss_disc_real_1: 0.21488358080387115 (0.19379109972053105) | > loss_disc_real_2: 0.2215699702501297 (0.2292003399795956) | > loss_disc_real_3: 0.23872005939483643 (0.2502467532952626) | > loss_disc_real_4: 0.24144668877124786 (0.25701093342569137) | > loss_disc_real_5: 0.20819436013698578 (0.2519636203845342) | > loss_0: 2.4660632610321045 (2.43286395072937) | > loss_gen: 2.55550479888916 (2.4130841228697033) | > loss_kl: 3.124976634979248 (3.298727724287245) | > loss_feat: 7.976168632507324 (6.59349184566074) | > loss_mel: 18.27334213256836 (17.33765501446194) | > loss_duration: 2.272984504699707 (2.3855257564120826) | > loss_1: 34.20297622680664 (32.02848445044624)  --> STEP: 19 | > loss_disc: 2.5708823204040527 (2.44012807544909) | > loss_disc_real_0: 0.2884928584098816 (0.1653020417219714) | > loss_disc_real_1: 0.17901548743247986 (0.19301343591589676) | > loss_disc_real_2: 0.1805795431137085 (0.22664135067086472) | > loss_disc_real_3: 0.28214046359062195 (0.2519253696265973) | > loss_disc_real_4: 0.26215478777885437 (0.25728166260217367) | > loss_disc_real_5: 0.23587337136268616 (0.25111676517285797) | > loss_0: 2.5708823204040527 (2.44012807544909) | > loss_gen: 2.2910568714141846 (2.406661635950992) | > loss_kl: 1.9463533163070679 (3.2275501238672355) | > loss_feat: 6.032661437988281 (6.563974455783241) | > loss_mel: 16.608081817626953 (17.299256425154837) | > loss_duration: 2.406968593597412 (2.386654326790258) | > loss_1: 29.285123825073242 (31.88409704911082)  --> STEP: 20 | > loss_disc: 2.444695472717285 (2.4403564453125) | > loss_disc_real_0: 0.10145138204097748 (0.1621095087379217) | > loss_disc_real_1: 0.18580186367034912 (0.1926528573036194) | > loss_disc_real_2: 0.2736031413078308 (0.228989440202713) | > loss_disc_real_3: 0.2794346809387207 (0.2533008351922034) | > loss_disc_real_4: 0.23765495419502258 (0.2563003271818161) | > loss_disc_real_5: 0.23237647116184235 (0.2501797504723072) | > loss_0: 2.444695472717285 (2.4403564453125) | > loss_gen: 2.1487178802490234 (2.3937644481658937) | > loss_kl: 2.92056941986084 (3.212201088666916) | > loss_feat: 6.072660446166992 (6.539408755302429) | > loss_mel: 17.15131378173828 (17.291859292984007) | > loss_duration: 2.3362033367156982 (2.38413177728653) | > loss_1: 30.62946319580078 (31.82136535644532)  --> STEP: 21 | > loss_disc: 2.3360302448272705 (2.4353885310036794) | > loss_disc_real_0: 0.1720423549413681 (0.1625825014142763) | > loss_disc_real_1: 0.19682389497756958 (0.19285147814523607) | > loss_disc_real_2: 0.2515648603439331 (0.23006446020943777) | > loss_disc_real_3: 0.22359198331832886 (0.25188612796011417) | > loss_disc_real_4: 0.21313557028770447 (0.25424486256781076) | > loss_disc_real_5: 0.17554382979869843 (0.24662565901165917) | > loss_0: 2.3360302448272705 (2.4353885310036794) | > loss_gen: 2.4601168632507324 (2.3969240869794572) | > loss_kl: 3.1513123512268066 (3.209301624979292) | > loss_feat: 6.920612335205078 (6.557561306726365) | > loss_mel: 15.760921478271484 (17.218957492283412) | > loss_duration: 2.2059555053710938 (2.3756471929096046) | > loss_1: 30.498918533325195 (31.758391698201503)  --> STEP: 22 | > loss_disc: 2.1567039489746094 (2.422721050002358) | > loss_disc_real_0: 0.1922425925731659 (0.16393068737604402) | > loss_disc_real_1: 0.17270062863826752 (0.19193553044037384) | > loss_disc_real_2: 0.22015979886054993 (0.22961424832994287) | > loss_disc_real_3: 0.22084380686283112 (0.2504751133647831) | > loss_disc_real_4: 0.17304717004299164 (0.2505540583621371) | > loss_disc_real_5: 0.18736273050308228 (0.24393188953399658) | > loss_0: 2.1567039489746094 (2.422721050002358) | > loss_gen: 2.8058900833129883 (2.415513450449163) | > loss_kl: 2.548886775970459 (3.179282768206163) | > loss_feat: 7.441511154174805 (6.597740845246748) | > loss_mel: 16.65781593322754 (17.193451057780873) | > loss_duration: 2.1863632202148438 (2.3670433759689335) | > loss_1: 31.64046859741211 (31.75303155725653)  --> STEP: 23 | > loss_disc: 2.4948220252990723 (2.4258558750152583) | > loss_disc_real_0: 0.20353086292743683 (0.16565243413914804) | > loss_disc_real_1: 0.13500620424747467 (0.18946034234503042) | > loss_disc_real_2: 0.2806347906589508 (0.23183253277903018) | > loss_disc_real_3: 0.2870214879512787 (0.2520640861728916) | > loss_disc_real_4: 0.24818725883960724 (0.25045115403507057) | > loss_disc_real_5: 0.25478416681289673 (0.24440372767655746) | > loss_0: 2.4948220252990723 (2.4258558750152583) | > loss_gen: 2.404402732849121 (2.4150303757709004) | > loss_kl: 2.8088438510894775 (3.1631767283315244) | > loss_feat: 5.979345321655273 (6.570854083351467) | > loss_mel: 15.325129508972168 (17.11221968609354) | > loss_duration: 2.273958921432495 (2.3629962257716968) | > loss_1: 28.79168128967285 (31.62427719779637)  --> STEP: 24 | > loss_disc: 2.505377769470215 (2.429169287284215) | > loss_disc_real_0: 0.25279900431632996 (0.16928354122986397) | > loss_disc_real_1: 0.1258416473865509 (0.1868095633884271) | > loss_disc_real_2: 0.28274005651474 (0.2339536796013514) | > loss_disc_real_3: 0.3248719573020935 (0.2550977474699417) | > loss_disc_real_4: 0.26249244809150696 (0.2509528746207554) | > loss_disc_real_5: 0.24717961251735687 (0.2445193895449241) | > loss_0: 2.505377769470215 (2.429169287284215) | > loss_gen: 2.584902763366699 (2.4221083919207254) | > loss_kl: 2.466186285018921 (3.134135459860166) | > loss_feat: 5.823523044586182 (6.53971529006958) | > loss_mel: 16.252967834472656 (17.076417525609333) | > loss_duration: 2.4483346939086914 (2.366551995277405) | > loss_1: 29.575912475585938 (31.53892866770427)  --> STEP: 25 | > loss_disc: 2.5262365341186523 (2.4330519771575925) | > loss_disc_real_0: 0.15297091007232666 (0.16863103598356247) | > loss_disc_real_1: 0.17900532484054565 (0.18649739384651184) | > loss_disc_real_2: 0.25325971841812134 (0.23472592115402222) | > loss_disc_real_3: 0.2261713594198227 (0.25394069194793695) | > loss_disc_real_4: 0.2441917508840561 (0.2506824296712874) | > loss_disc_real_5: 0.2756945490837097 (0.24576639592647553) | > loss_0: 2.5262365341186523 (2.4330519771575925) | > loss_gen: 2.2359726428985596 (2.4146629619598388) | > loss_kl: 2.841611623764038 (3.1224345064163206) | > loss_feat: 7.92116641998291 (6.594973335266113) | > loss_mel: 15.564329147338867 (17.015933990478516) | > loss_duration: 2.4460911750793457 (2.3697335624694826) | > loss_1: 31.009170532226562 (31.51773834228516)  --> STEP: 26 | > loss_disc: 1.913651466369629 (2.4130750344349785) | > loss_disc_real_0: 0.10383133590221405 (0.16613873982658753) | > loss_disc_real_1: 0.16188658773899078 (0.18555082438083795) | > loss_disc_real_2: 0.11362983286380768 (0.23006837929670626) | > loss_disc_real_3: 0.0831073597073555 (0.24737017916945303) | > loss_disc_real_4: 0.09539208561182022 (0.24470972413053865) | > loss_disc_real_5: 0.12501239776611328 (0.24112201138184622) | > loss_0: 1.913651466369629 (2.4130750344349785) | > loss_gen: 2.2261765003204346 (2.4074134826660156) | > loss_kl: 2.8384857177734375 (3.1115133991608253) | > loss_feat: 13.754530906677246 (6.870340934166541) | > loss_mel: 20.34227752685547 (17.14387028033917) | > loss_duration: 2.293036937713623 (2.366783692286565) | > loss_1: 41.45450973510742 (31.89992185739371) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025568558619572562 (+0.00011929181905893146) | > avg_loss_disc: 2.4130750344349785 (+0.026536483031052605) | > avg_loss_disc_real_0: 0.16613873982658753 (+0.03191004722164223) | > avg_loss_disc_real_1: 0.18555082438083795 (-0.01471591282349366) | > avg_loss_disc_real_2: 0.23006837929670626 (+0.005138748540328086) | > avg_loss_disc_real_3: 0.24737017916945303 (+0.023774985797130055) | > avg_loss_disc_real_4: 0.24470972413053865 (+0.03701390841832514) | > avg_loss_disc_real_5: 0.24112201138184622 (+0.0367910283116194) | > avg_loss_0: 2.4130750344349785 (+0.026536483031052605) | > avg_loss_gen: 2.4074134826660156 (+0.11529669853357216) | > avg_loss_kl: 3.1115133991608253 (+0.09092495533136224) | > avg_loss_feat: 6.870340934166541 (+0.0439678522256699) | > avg_loss_mel: 17.14387028033917 (-0.049347950861999834) | > avg_loss_duration: 2.366783692286565 (-0.016554823288550846) | > avg_loss_1: 31.89992185739371 (+0.18428699786846892)  > EPOCH: 839/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:23:22)   --> TIME: 2024-06-12 04:23:25 -- STEP: 4/330 -- GLOBAL_STEP: 364875 | > loss_disc: 2.161731481552124 (2.200956165790558) | > loss_disc_real_0: 0.05932331830263138 (0.08866425044834614) | > loss_disc_real_1: 0.18622124195098877 (0.1887948177754879) | > loss_disc_real_2: 0.1913648545742035 (0.19665028899908066) | > loss_disc_real_3: 0.1928693801164627 (0.19927683100104332) | > loss_disc_real_4: 0.19898778200149536 (0.2169271893799305) | > loss_disc_real_5: 0.17899541556835175 (0.19832352548837662) | > loss_0: 2.161731481552124 (2.200956165790558) | > grad_norm_0: tensor(9.8146, device='cuda:0') (tensor(7.8046, device='cuda:0')) | > loss_gen: 2.6290993690490723 (2.5324724912643433) | > loss_kl: 2.107473373413086 (1.9659636318683624) | > loss_feat: 7.4608988761901855 (7.0373005867004395) | > loss_mel: 17.771251678466797 (17.907529830932617) | > loss_duration: 2.1198015213012695 (2.145249605178833) | > loss_1: 32.088523864746094 (31.588516235351562) | > grad_norm_1: tensor(87.9284, device='cuda:0') (tensor(57.1705, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3834 (0.4027731418609619) | > loader_time: 0.0038 (0.004153788089752197)  --> TIME: 2024-06-12 04:23:34 -- STEP: 29/330 -- GLOBAL_STEP: 364900 | > loss_disc: 2.3692333698272705 (2.3072266332034412) | > loss_disc_real_0: 0.1616944968700409 (0.10133817201030665) | > loss_disc_real_1: 0.20907342433929443 (0.19745377785172954) | > loss_disc_real_2: 0.18507057428359985 (0.20604829233268213) | > loss_disc_real_3: 0.2257687747478485 (0.22247876226902008) | > loss_disc_real_4: 0.24985897541046143 (0.23068307802594942) | > loss_disc_real_5: 0.24203795194625854 (0.219804503280541) | > loss_0: 2.3692333698272705 (2.3072266332034412) | > grad_norm_0: tensor(11.5084, device='cuda:0') (tensor(7.6877, device='cuda:0')) | > loss_gen: 2.4791786670684814 (2.517832566951883) | > loss_kl: 1.8814531564712524 (1.9505195165502613) | > loss_feat: 6.914799213409424 (7.044536097296353) | > loss_mel: 17.102869033813477 (17.395174684195677) | > loss_duration: 1.982619047164917 (2.0130913874198657) | > loss_1: 30.360918045043945 (30.921154219528724) | > grad_norm_1: tensor(61.1106, device='cuda:0') (tensor(82.4326, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3615 (0.3697586799490041) | > loader_time: 0.0038 (0.0035692658917657262)  --> TIME: 2024-06-12 04:23:43 -- STEP: 54/330 -- GLOBAL_STEP: 364925 | > loss_disc: 2.2748537063598633 (2.3177751700083413) | > loss_disc_real_0: 0.10176428407430649 (0.10312959427634875) | > loss_disc_real_1: 0.19735482335090637 (0.1955564957525995) | > loss_disc_real_2: 0.20652496814727783 (0.2069493775014524) | > loss_disc_real_3: 0.2321157455444336 (0.2249466371205118) | > loss_disc_real_4: 0.2131761610507965 (0.2295576822426584) | > loss_disc_real_5: 0.18524925410747528 (0.22008745399890123) | > loss_0: 2.2748537063598633 (2.3177751700083413) | > grad_norm_0: tensor(6.6366, device='cuda:0') (tensor(7.8305, device='cuda:0')) | > loss_gen: 2.5654098987579346 (2.512349632051256) | > loss_kl: 2.079293966293335 (1.9554438480624445) | > loss_feat: 7.006118297576904 (7.046199480692546) | > loss_mel: 18.378049850463867 (17.320557929851393) | > loss_duration: 1.9624779224395752 (1.991842892434862) | > loss_1: 31.991352081298828 (30.826393833866828) | > grad_norm_1: tensor(78.8545, device='cuda:0') (tensor(79.0646, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3633 (0.37043834615636756) | > loader_time: 0.0037 (0.0036123991012573242)  --> TIME: 2024-06-12 04:23:53 -- STEP: 79/330 -- GLOBAL_STEP: 364950 | > loss_disc: 2.3282365798950195 (2.324307197256934) | > loss_disc_real_0: 0.11497475206851959 (0.10414151007993312) | > loss_disc_real_1: 0.14823150634765625 (0.19451973408083367) | > loss_disc_real_2: 0.20472317934036255 (0.20548560027080245) | > loss_disc_real_3: 0.2057894766330719 (0.22536508852167975) | > loss_disc_real_4: 0.21233150362968445 (0.23088260372228261) | > loss_disc_real_5: 0.19597387313842773 (0.22167123250568968) | > loss_0: 2.3282365798950195 (2.324307197256934) | > grad_norm_0: tensor(6.0035, device='cuda:0') (tensor(7.8578, device='cuda:0')) | > loss_gen: 2.5900461673736572 (2.497537114952184) | > loss_kl: 1.9631057977676392 (1.9654269399522226) | > loss_feat: 7.810611724853516 (7.053989567334139) | > loss_mel: 18.059587478637695 (17.255487864530544) | > loss_duration: 1.9495527744293213 (1.9848651056048237) | > loss_1: 32.37290573120117 (30.757306714601153) | > grad_norm_1: tensor(68.1368, device='cuda:0') (tensor(77.7659, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.4278 (0.3719725457927849) | > loader_time: 0.0045 (0.0037032833582238307)  --> TIME: 2024-06-12 04:24:03 -- STEP: 104/330 -- GLOBAL_STEP: 364975 | > loss_disc: 2.381000280380249 (2.3310321867465973) | > loss_disc_real_0: 0.12280131876468658 (0.10488107736007525) | > loss_disc_real_1: 0.20691147446632385 (0.19469925990471473) | > loss_disc_real_2: 0.2132846862077713 (0.20674396664477313) | > loss_disc_real_3: 0.2281503975391388 (0.2273694547609641) | > loss_disc_real_4: 0.25489068031311035 (0.2314481263836989) | > loss_disc_real_5: 0.21887105703353882 (0.2217578524007247) | > loss_0: 2.381000280380249 (2.3310321867465973) | > grad_norm_0: tensor(8.5387, device='cuda:0') (tensor(7.8745, device='cuda:0')) | > loss_gen: 2.5199193954467773 (2.4982154827851515) | > loss_kl: 2.2053565979003906 (1.978137093094679) | > loss_feat: 7.165424823760986 (7.070022564667922) | > loss_mel: 17.636016845703125 (17.24750671936917) | > loss_duration: 2.0336050987243652 (1.9869916163958037) | > loss_1: 31.56032371520996 (30.78087355540349) | > grad_norm_1: tensor(157.2749, device='cuda:0') (tensor(86.1242, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3799 (0.37628764601854175) | > loader_time: 0.0038 (0.003813094817675077)  --> TIME: 2024-06-12 04:24:13 -- STEP: 129/330 -- GLOBAL_STEP: 365000 | > loss_disc: 2.3845715522766113 (2.336091231930164) | > loss_disc_real_0: 0.10553798824548721 (0.10646593270375747) | > loss_disc_real_1: 0.20791037380695343 (0.1949376620987589) | > loss_disc_real_2: 0.17763680219650269 (0.20827062855395237) | > loss_disc_real_3: 0.24968865513801575 (0.2277490204387857) | > loss_disc_real_4: 0.26923868060112 (0.2311050172230994) | > loss_disc_real_5: 0.23506782948970795 (0.2220625523910966) | > loss_0: 2.3845715522766113 (2.336091231930164) | > grad_norm_0: tensor(13.6013, device='cuda:0') (tensor(8.1543, device='cuda:0')) | > loss_gen: 2.538405656814575 (2.492797075315963) | > loss_kl: 2.1205248832702637 (1.9820537788923396) | > loss_feat: 6.979646682739258 (7.048500962959704) | > loss_mel: 17.882898330688477 (17.25394172816315) | > loss_duration: 1.9781794548034668 (1.9900551369023878) | > loss_1: 31.499656677246094 (30.767348784808966) | > grad_norm_1: tensor(80.8637, device='cuda:0') (tensor(92.3210, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3795 (0.37740137225897735) | > loader_time: 0.0038 (0.003909724627354348) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_365000.pth  --> TIME: 2024-06-12 04:24:28 -- STEP: 154/330 -- GLOBAL_STEP: 365025 | > loss_disc: 2.4199249744415283 (2.342135540850751) | > loss_disc_real_0: 0.1323072612285614 (0.10839829371347055) | > loss_disc_real_1: 0.19998687505722046 (0.19462690366940064) | > loss_disc_real_2: 0.21802891790866852 (0.20899507180823917) | > loss_disc_real_3: 0.23902127146720886 (0.22804616411010942) | > loss_disc_real_4: 0.2528257966041565 (0.23144383670447707) | > loss_disc_real_5: 0.2612038254737854 (0.22238101519934542) | > loss_0: 2.4199249744415283 (2.342135540850751) | > grad_norm_0: tensor(9.8026, device='cuda:0') (tensor(8.4816, device='cuda:0')) | > loss_gen: 2.483633518218994 (2.4872344345241393) | > loss_kl: 2.0697383880615234 (1.992417280550127) | > loss_feat: 6.4967169761657715 (7.02531723542647) | > loss_mel: 16.821399688720703 (17.223983052489057) | > loss_duration: 2.007009506225586 (1.9945686049275584) | > loss_1: 29.878498077392578 (30.723520662877466) | > grad_norm_1: tensor(137.4174, device='cuda:0') (tensor(92.9777, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3796 (0.3797967511338073) | > loader_time: 0.0042 (0.004013330905468433)  --> TIME: 2024-06-12 04:24:38 -- STEP: 179/330 -- GLOBAL_STEP: 365050 | > loss_disc: 2.2785916328430176 (2.351551568707941) | > loss_disc_real_0: 0.10518805682659149 (0.11060953406648263) | > loss_disc_real_1: 0.1507442742586136 (0.194748420538849) | > loss_disc_real_2: 0.1775171309709549 (0.2091747854508502) | > loss_disc_real_3: 0.2269161343574524 (0.22919244831167787) | > loss_disc_real_4: 0.23471789062023163 (0.23231046034970096) | > loss_disc_real_5: 0.20218655467033386 (0.22355620138472018) | > loss_0: 2.2785916328430176 (2.351551568707941) | > grad_norm_0: tensor(7.9728, device='cuda:0') (tensor(8.6564, device='cuda:0')) | > loss_gen: 2.5642948150634766 (2.479768887578443) | > loss_kl: 2.092634439468384 (1.995385079410489) | > loss_feat: 7.775363445281982 (7.001485752659803) | > loss_mel: 16.938751220703125 (17.20686699957822) | > loss_duration: 2.0533981323242188 (2.0015212164244836) | > loss_1: 31.424442291259766 (30.685027958960507) | > grad_norm_1: tensor(59.3102, device='cuda:0') (tensor(93.8149, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3859 (0.3812237145514461) | > loader_time: 0.005 (0.004115714707188101)  --> TIME: 2024-06-12 04:24:48 -- STEP: 204/330 -- GLOBAL_STEP: 365075 | > loss_disc: 2.486800193786621 (2.3531551851945767) | > loss_disc_real_0: 0.22362007200717926 (0.11249370807233978) | > loss_disc_real_1: 0.14021651446819305 (0.19467714107504078) | > loss_disc_real_2: 0.2254430055618286 (0.20982967740764813) | > loss_disc_real_3: 0.24094559252262115 (0.22929010211544879) | > loss_disc_real_4: 0.2205125391483307 (0.23144193965138174) | > loss_disc_real_5: 0.21257010102272034 (0.22288677468895912) | > loss_0: 2.486800193786621 (2.3531551851945767) | > grad_norm_0: tensor(12.9491, device='cuda:0') (tensor(9.1170, device='cuda:0')) | > loss_gen: 2.347592830657959 (2.4789686787362197) | > loss_kl: 2.2999539375305176 (2.008398981070985) | > loss_feat: 6.736781120300293 (6.995891923997917) | > loss_mel: 17.200124740600586 (17.177350927801697) | > loss_duration: 2.0090126991271973 (2.0093735438935907) | > loss_1: 30.59346580505371 (30.66998405082553) | > grad_norm_1: tensor(341.6826, device='cuda:0') (tensor(103.2189, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.3953 (0.38294741102293417) | > loader_time: 0.0049 (0.004220639958101161)  --> TIME: 2024-06-12 04:24:58 -- STEP: 229/330 -- GLOBAL_STEP: 365100 | > loss_disc: 2.4356071949005127 (2.354382888718984) | > loss_disc_real_0: 0.11244653165340424 (0.11352125542262756) | > loss_disc_real_1: 0.22259855270385742 (0.1955115989696511) | > loss_disc_real_2: 0.21440458297729492 (0.2096133680452947) | > loss_disc_real_3: 0.22170047461986542 (0.22936155259869503) | > loss_disc_real_4: 0.24764370918273926 (0.23144953642609858) | > loss_disc_real_5: 0.24459342658519745 (0.22233775993361743) | > loss_0: 2.4356071949005127 (2.354382888718984) | > grad_norm_0: tensor(25.4814, device='cuda:0') (tensor(10.8585, device='cuda:0')) | > loss_gen: 2.4206106662750244 (2.4803801093039035) | > loss_kl: 1.9555344581604004 (2.015822292415335) | > loss_feat: 6.648893356323242 (6.984113278867897) | > loss_mel: 17.036561965942383 (17.145196710611543) | > loss_duration: 2.113609790802002 (2.018129894827131) | > loss_1: 30.175209045410156 (30.64364230060161) | > grad_norm_1: tensor(349.0140, device='cuda:0') (tensor(129.7664, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.4154 (0.38553488514829404) | > loader_time: 0.0057 (0.004345929258254938)  --> TIME: 2024-06-12 04:25:09 -- STEP: 254/330 -- GLOBAL_STEP: 365125 | > loss_disc: 2.37625789642334 (2.3575498794946146) | > loss_disc_real_0: 0.08795003592967987 (0.11471480656209893) | > loss_disc_real_1: 0.17967748641967773 (0.19535104191209388) | > loss_disc_real_2: 0.18778850138187408 (0.20960145895406024) | > loss_disc_real_3: 0.24523508548736572 (0.2295841778826526) | > loss_disc_real_4: 0.25082024931907654 (0.231553602875687) | > loss_disc_real_5: 0.21965716779232025 (0.22231205910678922) | > loss_0: 2.37625789642334 (2.3575498794946146) | > grad_norm_0: tensor(43.8608, device='cuda:0') (tensor(12.8194, device='cuda:0')) | > loss_gen: 2.7303824424743652 (2.4850701356497336) | > loss_kl: 2.128462076187134 (2.016443154473942) | > loss_feat: 7.564144611358643 (7.008063920839565) | > loss_mel: 16.49542808532715 (17.11157780369436) | > loss_duration: 2.0694518089294434 (2.0257867767116235) | > loss_1: 30.987869262695312 (30.64694184581126) | > grad_norm_1: tensor(638.0908, device='cuda:0') (tensor(154.0493, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.4295 (0.3890910589788842) | > loader_time: 0.0055 (0.004478277183893159)  --> TIME: 2024-06-12 04:25:20 -- STEP: 279/330 -- GLOBAL_STEP: 365150 | > loss_disc: 2.573904037475586 (2.36471857221323) | > loss_disc_real_0: 0.2361573576927185 (0.11717921426005688) | > loss_disc_real_1: 0.19987069070339203 (0.1966989680216731) | > loss_disc_real_2: 0.18171516060829163 (0.2101517380565726) | > loss_disc_real_3: 0.23978351056575775 (0.2298261228962184) | > loss_disc_real_4: 0.2611204981803894 (0.2316047236804039) | > loss_disc_real_5: 0.2413984090089798 (0.2222446341561588) | > loss_0: 2.573904037475586 (2.36471857221323) | > grad_norm_0: tensor(32.7858, device='cuda:0') (tensor(14.9640, device='cuda:0')) | > loss_gen: 2.4614076614379883 (2.4865973542668054) | > loss_kl: 2.1629796028137207 (2.0240037501071932) | > loss_feat: 7.152432441711426 (7.007962715668491) | > loss_mel: 16.844196319580078 (17.062961386950644) | > loss_duration: 2.1276068687438965 (2.035511922238122) | > loss_1: 30.748624801635742 (30.61703720229501) | > grad_norm_1: tensor(78.8980, device='cuda:0') (tensor(177.4645, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.4425 (0.394007203399494) | > loader_time: 0.0061 (0.004634324795029068)  --> TIME: 2024-06-12 04:25:32 -- STEP: 304/330 -- GLOBAL_STEP: 365175 | > loss_disc: 2.3474531173706055 (2.3693166453587375) | > loss_disc_real_0: 0.08740213513374329 (0.11881884589399162) | > loss_disc_real_1: 0.20945268869400024 (0.19722540568756433) | > loss_disc_real_2: 0.20055606961250305 (0.21048444352651907) | > loss_disc_real_3: 0.245405375957489 (0.23043336518304913) | > loss_disc_real_4: 0.24211688339710236 (0.232123783985643) | > loss_disc_real_5: 0.19351132214069366 (0.22223768584234155) | > loss_0: 2.3474531173706055 (2.3693166453587375) | > grad_norm_0: tensor(31.1066, device='cuda:0') (tensor(17.3561, device='cuda:0')) | > loss_gen: 2.4928805828094482 (2.4880616860954383) | > loss_kl: 2.209578514099121 (2.030812864240847) | > loss_feat: 7.655340194702148 (7.0235736354401235) | > loss_mel: 15.99563217163086 (17.030082837531452) | > loss_duration: 2.196228504180908 (2.046817530534771) | > loss_1: 30.549657821655273 (30.61934863266192) | > grad_norm_1: tensor(629.2732, device='cuda:0') (tensor(202.8527, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 0.4786 (0.40030535271293227) | > loader_time: 0.0071 (0.004805688011018853)  --> TIME: 2024-06-12 04:26:01 -- STEP: 329/330 -- GLOBAL_STEP: 365200 | > loss_disc: 2.499647617340088 (2.371973342808545) | > loss_disc_real_0: 0.1910368651151657 (0.1206296609437212) | > loss_disc_real_1: 0.26052790880203247 (0.1975000730763815) | > loss_disc_real_2: 0.15185368061065674 (0.2108055463224922) | > loss_disc_real_3: 0.19830815494060516 (0.23038177495669449) | > loss_disc_real_4: 0.19147761166095734 (0.2321754611100107) | > loss_disc_real_5: 0.19818900525569916 (0.22189966346898707) | > loss_0: 2.499647617340088 (2.371973342808545) | > grad_norm_0: tensor(6.9937, device='cuda:0') (tensor(17.7967, device='cuda:0')) | > loss_gen: 2.2441930770874023 (2.485195538917937) | > loss_kl: 2.2491455078125 (2.040770320182151) | > loss_feat: 11.261643409729004 (7.12012829244318) | > loss_mel: 18.7778377532959 (17.008778290908044) | > loss_duration: 2.2754933834075928 (2.0617606614498394) | > loss_1: 36.80831527709961 (30.71663317926749) | > grad_norm_1: tensor(94.2572, device='cuda:0') (tensor(212.3925, device='cuda:0')) | > current_lr_0: 0.00018008623352589758 | > current_lr_1: 0.00018008623352589758 | > step_time: 14.6819 (0.45625449241475846) | > loader_time: 0.0337 (0.005241317227256334)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4377527236938477 (2.4377527236938477) | > loss_disc_real_0: 0.1377776861190796 (0.1377776861190796) | > loss_disc_real_1: 0.1989433914422989 (0.1989433914422989) | > loss_disc_real_2: 0.22343778610229492 (0.22343778610229492) | > loss_disc_real_3: 0.23694956302642822 (0.23694956302642822) | > loss_disc_real_4: 0.21549735963344574 (0.21549735963344574) | > loss_disc_real_5: 0.23853100836277008 (0.23853100836277008) | > loss_0: 2.4377527236938477 (2.4377527236938477) | > loss_gen: 2.304819107055664 (2.304819107055664) | > loss_kl: 2.0963454246520996 (2.0963454246520996) | > loss_feat: 6.3276801109313965 (6.3276801109313965) | > loss_mel: 17.031038284301758 (17.031038284301758) | > loss_duration: 3.0677378177642822 (3.0677378177642822) | > loss_1: 30.827619552612305 (30.827619552612305)  --> STEP: 1 | > loss_disc: 2.42822265625 (2.42822265625) | > loss_disc_real_0: 0.12931625545024872 (0.12931625545024872) | > loss_disc_real_1: 0.24821080267429352 (0.24821080267429352) | > loss_disc_real_2: 0.21091575920581818 (0.21091575920581818) | > loss_disc_real_3: 0.2068796157836914 (0.2068796157836914) | > loss_disc_real_4: 0.19517844915390015 (0.19517844915390015) | > loss_disc_real_5: 0.2368793785572052 (0.2368793785572052) | > loss_0: 2.42822265625 (2.42822265625) | > loss_gen: 2.2398386001586914 (2.2398386001586914) | > loss_kl: 2.735852003097534 (2.735852003097534) | > loss_feat: 5.929359436035156 (5.929359436035156) | > loss_mel: 16.00051498413086 (16.00051498413086) | > loss_duration: 2.5421359539031982 (2.5421359539031982) | > loss_1: 29.44769859313965 (29.44769859313965)  --> STEP: 2 | > loss_disc: 2.422696352005005 (2.4254595041275024) | > loss_disc_real_0: 0.14249706268310547 (0.1359066590666771) | > loss_disc_real_1: 0.18323858082294464 (0.21572469174861908) | > loss_disc_real_2: 0.23344212770462036 (0.22217894345521927) | > loss_disc_real_3: 0.21568088233470917 (0.2112802490592003) | > loss_disc_real_4: 0.20445489883422852 (0.19981667399406433) | > loss_disc_real_5: 0.2422652542591095 (0.23957231640815735) | > loss_0: 2.422696352005005 (2.4254595041275024) | > loss_gen: 2.3742105960845947 (2.307024598121643) | > loss_kl: 3.2848408222198486 (3.0103464126586914) | > loss_feat: 6.161479949951172 (6.045419692993164) | > loss_mel: 18.284690856933594 (17.142602920532227) | > loss_duration: 2.4658169746398926 (2.5039764642715454) | > loss_1: 32.57103729248047 (31.00936794281006)  --> STEP: 3 | > loss_disc: 2.2719380855560303 (2.3742856979370117) | > loss_disc_real_0: 0.13047130405902863 (0.1340948740641276) | > loss_disc_real_1: 0.13756117224693298 (0.18967018524805704) | > loss_disc_real_2: 0.15754689276218414 (0.2006349265575409) | > loss_disc_real_3: 0.19360220432281494 (0.20538756748040518) | > loss_disc_real_4: 0.21321211755275726 (0.20428182184696198) | > loss_disc_real_5: 0.126519575715065 (0.2018880695104599) | > loss_0: 2.2719380855560303 (2.3742856979370117) | > loss_gen: 2.156898021697998 (2.256982405980428) | > loss_kl: 3.6887333393096924 (3.236475388209025) | > loss_feat: 7.9054059982299805 (6.665415128072103) | > loss_mel: 18.438127517700195 (17.57444445292155) | > loss_duration: 2.411871910095215 (2.4732749462127686) | > loss_1: 34.601036071777344 (32.20659065246582)  --> STEP: 4 | > loss_disc: 2.463853597640991 (2.3966776728630066) | > loss_disc_real_0: 0.1318850964307785 (0.13354242965579033) | > loss_disc_real_1: 0.19841991364955902 (0.19185761734843254) | > loss_disc_real_2: 0.2107039839029312 (0.20315219089388847) | > loss_disc_real_3: 0.20748381316661835 (0.20591162890195847) | > loss_disc_real_4: 0.1854439079761505 (0.1995723433792591) | > loss_disc_real_5: 0.19986608624458313 (0.2013825736939907) | > loss_0: 2.463853597640991 (2.3966776728630066) | > loss_gen: 2.070768117904663 (2.210428833961487) | > loss_kl: 3.0758919715881348 (3.1963295340538025) | > loss_feat: 5.9652299880981445 (6.490368843078613) | > loss_mel: 16.915630340576172 (17.409740924835205) | > loss_duration: 2.382493495941162 (2.450579583644867) | > loss_1: 30.410015106201172 (31.757446765899658)  --> STEP: 5 | > loss_disc: 2.342348098754883 (2.385811758041382) | > loss_disc_real_0: 0.16885897517204285 (0.14060573875904084) | > loss_disc_real_1: 0.22866033017635345 (0.19921815991401673) | > loss_disc_real_2: 0.23847611248493195 (0.21021697521209717) | > loss_disc_real_3: 0.213708758354187 (0.20747105479240419) | > loss_disc_real_4: 0.1931178867816925 (0.1982814520597458) | > loss_disc_real_5: 0.17231670022010803 (0.19556939899921416) | > loss_0: 2.342348098754883 (2.385811758041382) | > loss_gen: 2.2432572841644287 (2.216994524002075) | > loss_kl: 2.6125946044921875 (3.0795825481414796) | > loss_feat: 6.599946975708008 (6.512284469604492) | > loss_mel: 20.174636840820312 (17.962720108032226) | > loss_duration: 2.3619747161865234 (2.432858610153198) | > loss_1: 33.992408752441406 (32.20443916320801)  --> STEP: 6 | > loss_disc: 2.5119757652282715 (2.4068390925725303) | > loss_disc_real_0: 0.16086097061634064 (0.14398161073525748) | > loss_disc_real_1: 0.22839902341365814 (0.20408163716395697) | > loss_disc_real_2: 0.231315016746521 (0.21373331546783447) | > loss_disc_real_3: 0.20559196174144745 (0.20715787261724472) | > loss_disc_real_4: 0.20302259922027588 (0.19907164325316748) | > loss_disc_real_5: 0.20653697848320007 (0.19739732891321182) | > loss_0: 2.5119757652282715 (2.4068390925725303) | > loss_gen: 2.1929211616516113 (2.2129822969436646) | > loss_kl: 2.804474353790283 (3.0337311824162803) | > loss_feat: 7.587647438049316 (6.691511631011963) | > loss_mel: 16.967626571655273 (17.796871185302734) | > loss_duration: 2.2105255126953125 (2.3958030939102173) | > loss_1: 31.763195037841797 (32.13089847564697)  --> STEP: 7 | > loss_disc: 2.1087632179260254 (2.3642568247658864) | > loss_disc_real_0: 0.09066902101039886 (0.1363655264888491) | > loss_disc_real_1: 0.20044712722301483 (0.20356242145810807) | > loss_disc_real_2: 0.20457376539707184 (0.21242480831486837) | > loss_disc_real_3: 0.23944710195064545 (0.2117706196648734) | > loss_disc_real_4: 0.1596873253583908 (0.19344531212534224) | > loss_disc_real_5: 0.19210761785507202 (0.19664165590490615) | > loss_0: 2.1087632179260254 (2.3642568247658864) | > loss_gen: 2.5305228233337402 (2.258345229285104) | > loss_kl: 4.1021647453308105 (3.186364548546927) | > loss_feat: 7.309142112731934 (6.779744556971958) | > loss_mel: 17.644882202148438 (17.77515847342355) | > loss_duration: 2.523305892944336 (2.41401777948652) | > loss_1: 34.110015869140625 (32.41362953186035)  --> STEP: 8 | > loss_disc: 2.3999059200286865 (2.3687129616737366) | > loss_disc_real_0: 0.17769330739974976 (0.14153149910271168) | > loss_disc_real_1: 0.1611078530550003 (0.1982556004077196) | > loss_disc_real_2: 0.215099036693573 (0.21275908686220646) | > loss_disc_real_3: 0.20862510800361633 (0.21137743070721626) | > loss_disc_real_4: 0.19888533651828766 (0.1941253151744604) | > loss_disc_real_5: 0.2131420373916626 (0.1987042035907507) | > loss_0: 2.3999059200286865 (2.3687129616737366) | > loss_gen: 2.2889089584350586 (2.2621656954288483) | > loss_kl: 2.90055251121521 (3.1506380438804626) | > loss_feat: 8.399045944213867 (6.982157230377197) | > loss_mel: 17.73159408569336 (17.769712924957275) | > loss_duration: 2.2538535594940186 (2.3939972519874573) | > loss_1: 33.57395553588867 (32.55867028236389)  --> STEP: 9 | > loss_disc: 2.40940523147583 (2.3732343249850802) | > loss_disc_real_0: 0.1826658397912979 (0.14610198140144348) | > loss_disc_real_1: 0.20955443382263184 (0.19951102634270987) | > loss_disc_real_2: 0.19124078750610352 (0.21036816471152836) | > loss_disc_real_3: 0.24985094368457794 (0.21565226548247868) | > loss_disc_real_4: 0.19292224943637848 (0.1939916412035624) | > loss_disc_real_5: 0.1741243153810501 (0.19597310490078396) | > loss_0: 2.40940523147583 (2.3732343249850802) | > loss_gen: 2.1643011569976807 (2.251291857825385) | > loss_kl: 2.5847561359405518 (3.0877622763315835) | > loss_feat: 6.439112186431885 (6.921818892161052) | > loss_mel: 18.243419647216797 (17.822347005208332) | > loss_duration: 2.2038469314575195 (2.372869438595242) | > loss_1: 31.63543701171875 (32.45608880784776)  --> STEP: 10 | > loss_disc: 2.514838933944702 (2.3873947858810425) | > loss_disc_real_0: 0.1932840496301651 (0.15082018822431564) | > loss_disc_real_1: 0.1735565960407257 (0.19691558331251144) | > loss_disc_real_2: 0.2240898311138153 (0.21174033135175704) | > loss_disc_real_3: 0.23745004832744598 (0.2178320437669754) | > loss_disc_real_4: 0.2663605809211731 (0.2012285351753235) | > loss_disc_real_5: 0.2725538909435272 (0.2036311835050583) | > loss_0: 2.514838933944702 (2.3873947858810425) | > loss_gen: 2.4312686920166016 (2.2692895412445067) | > loss_kl: 3.413384437561035 (3.120324492454529) | > loss_feat: 5.611181259155273 (6.790755128860473) | > loss_mel: 15.131293296813965 (17.553241634368895) | > loss_duration: 2.3456506729125977 (2.3701475620269776) | > loss_1: 28.932777404785156 (32.1037576675415)  --> STEP: 11 | > loss_disc: 2.5666134357452393 (2.4036873904141514) | > loss_disc_real_0: 0.2462531477212906 (0.15949591181494974) | > loss_disc_real_1: 0.2557375729084015 (0.20226303691213782) | > loss_disc_real_2: 0.22994191944599152 (0.21339502117850564) | > loss_disc_real_3: 0.24402397871017456 (0.22021312876181168) | > loss_disc_real_4: 0.2382560521364212 (0.20459467308087784) | > loss_disc_real_5: 0.2516464293003082 (0.20799620585008102) | > loss_0: 2.5666134357452393 (2.4036873904141514) | > loss_gen: 2.3943827152252197 (2.2806616479700264) | > loss_kl: 4.046613693237305 (3.204532601616599) | > loss_feat: 5.184041500091553 (6.644690253517845) | > loss_mel: 15.648548126220703 (17.380087679082695) | > loss_duration: 2.5382938385009766 (2.3854335871609775) | > loss_1: 29.811880111694336 (31.89540516246449)  --> STEP: 12 | > loss_disc: 2.34945011138916 (2.399167617162069) | > loss_disc_real_0: 0.10965095460414886 (0.15534216538071632) | > loss_disc_real_1: 0.1727502942085266 (0.19980364168683687) | > loss_disc_real_2: 0.2040928304195404 (0.21261983861525854) | > loss_disc_real_3: 0.2303021103143692 (0.22105387722452483) | > loss_disc_real_4: 0.1961439698934555 (0.2038904478152593) | > loss_disc_real_5: 0.2232295274734497 (0.20926564931869507) | > loss_0: 2.34945011138916 (2.399167617162069) | > loss_gen: 2.261608362197876 (2.27907387415568) | > loss_kl: 2.521939277648926 (3.147649824619293) | > loss_feat: 5.7379150390625 (6.569125652313232) | > loss_mel: 17.01997947692871 (17.35007866223653) | > loss_duration: 2.2838521003723145 (2.3769684632619223) | > loss_1: 29.825294494628906 (31.722895940144856)  --> STEP: 13 | > loss_disc: 2.361783981323242 (2.3962919528667745) | > loss_disc_real_0: 0.15011438727378845 (0.15494002860326034) | > loss_disc_real_1: 0.2637491822242737 (0.20472252942048585) | > loss_disc_real_2: 0.2192988395690918 (0.21313360791939956) | > loss_disc_real_3: 0.21341973543167114 (0.22046663554815146) | > loss_disc_real_4: 0.23283256590366364 (0.2061167645912904) | > loss_disc_real_5: 0.2807866930961609 (0.21476726807080782) | > loss_0: 2.361783981323242 (2.3962919528667745) | > loss_gen: 2.5953357219696045 (2.3034017086029053) | > loss_kl: 2.982175827026367 (3.1349210555736837) | > loss_feat: 6.308043956756592 (6.549042444962722) | > loss_mel: 16.4270076751709 (17.27907320169302) | > loss_duration: 2.2332966327667236 (2.3659167839930606) | > loss_1: 30.545860290527344 (31.632354736328125)  --> STEP: 14 | > loss_disc: 2.2137603759765625 (2.383253983088902) | > loss_disc_real_0: 0.0976899266242981 (0.15085073560476303) | > loss_disc_real_1: 0.17338107526302338 (0.20248385412352427) | > loss_disc_real_2: 0.10794240981340408 (0.20561995091182844) | > loss_disc_real_3: 0.23914653062820435 (0.22180091376815522) | > loss_disc_real_4: 0.23835237324237823 (0.2084193080663681) | > loss_disc_real_5: 0.1939348578453064 (0.2132792387689863) | > loss_0: 2.2137603759765625 (2.383253983088902) | > loss_gen: 2.3097758293151855 (2.303857002939497) | > loss_kl: 3.6010231971740723 (3.168214065687997) | > loss_feat: 6.629061698913574 (6.554758105959211) | > loss_mel: 19.511560440063477 (17.438536575862337) | > loss_duration: 2.400812864303589 (2.3684093611580983) | > loss_1: 34.45223617553711 (31.83377483912877)  --> STEP: 15 | > loss_disc: 2.344897747039795 (2.3806969006856282) | > loss_disc_real_0: 0.0990019142627716 (0.14739414751529695) | > loss_disc_real_1: 0.13123397529125214 (0.1977338622013728) | > loss_disc_real_2: 0.18455582857131958 (0.20421567608912786) | > loss_disc_real_3: 0.22246164083480835 (0.22184496223926545) | > loss_disc_real_4: 0.1920248419046402 (0.20732634365558625) | > loss_disc_real_5: 0.17589128017425537 (0.21078670819600423) | > loss_0: 2.344897747039795 (2.3806969006856282) | > loss_gen: 2.0404982566833496 (2.2862997531890867) | > loss_kl: 3.236063003540039 (3.1727373282114666) | > loss_feat: 6.210456371307373 (6.5318046569824215) | > loss_mel: 17.5772705078125 (17.447785504659013) | > loss_duration: 2.3970422744750977 (2.3703182220458983) | > loss_1: 31.46133041381836 (31.80894521077474)  --> STEP: 16 | > loss_disc: 2.659480571746826 (2.398120880126953) | > loss_disc_real_0: 0.14059598743915558 (0.1469692625105381) | > loss_disc_real_1: 0.21882420778274536 (0.19905200880020857) | > loss_disc_real_2: 0.21682411432266235 (0.20500370347872376) | > loss_disc_real_3: 0.24985790252685547 (0.22359577100723982) | > loss_disc_real_4: 0.25690534710884094 (0.21042503137141466) | > loss_disc_real_5: 0.23708339035511017 (0.21243025083094835) | > loss_0: 2.659480571746826 (2.398120880126953) | > loss_gen: 2.009727954864502 (2.2690140157938004) | > loss_kl: 2.858940601348877 (3.1531250327825546) | > loss_feat: 6.163673400878906 (6.508796453475952) | > loss_mel: 16.25749969482422 (17.37339264154434) | > loss_duration: 2.435185432434082 (2.37437242269516) | > loss_1: 29.725025177001953 (31.67870020866394)  --> STEP: 17 | > loss_disc: 2.573974609375 (2.408465217141544) | > loss_disc_real_0: 0.20549969375133514 (0.1504122290541144) | > loss_disc_real_1: 0.20304132997989655 (0.1992866747519549) | > loss_disc_real_2: 0.18415941298007965 (0.2037775687435094) | > loss_disc_real_3: 0.29247990250587463 (0.22764777874245362) | > loss_disc_real_4: 0.24738436937332153 (0.21259911007740917) | > loss_disc_real_5: 0.30272868275642395 (0.2177419232971528) | > loss_0: 2.573974609375 (2.408465217141544) | > loss_gen: 2.3289384841918945 (2.2725389845231) | > loss_kl: 2.680245876312256 (3.1253086118137134) | > loss_feat: 5.016207218170166 (6.420997086693259) | > loss_mel: 17.154306411743164 (17.360505216261917) | > loss_duration: 2.4199795722961426 (2.3770551962011) | > loss_1: 29.59967803955078 (31.5564047869514)  --> STEP: 18 | > loss_disc: 2.373851776123047 (2.406542248196072) | > loss_disc_real_0: 0.1809053122997284 (0.1521062892344263) | > loss_disc_real_1: 0.17154809832572937 (0.19774564272827572) | > loss_disc_real_2: 0.12790781259536743 (0.19956258229083484) | > loss_disc_real_3: 0.23141269385814667 (0.22785694069332546) | > loss_disc_real_4: 0.2197931706905365 (0.2129987801114718) | > loss_disc_real_5: 0.20282459259033203 (0.21691318270232943) | > loss_0: 2.373851776123047 (2.406542248196072) | > loss_gen: 2.209955930709839 (2.269062148200141) | > loss_kl: 3.5656163692474365 (3.149770153893365) | > loss_feat: 8.71823787689209 (6.548621575037639) | > loss_mel: 18.071542739868164 (17.400007300906708) | > loss_duration: 2.271059989929199 (2.371166573630439) | > loss_1: 34.8364143371582 (31.73862753974067)  --> STEP: 19 | > loss_disc: 2.6037721633911133 (2.416922770048443) | > loss_disc_real_0: 0.19202016294002533 (0.1542070194294578) | > loss_disc_real_1: 0.19246220588684082 (0.19746756710504232) | > loss_disc_real_2: 0.22491268813610077 (0.2008967983879541) | > loss_disc_real_3: 0.18735021352767944 (0.22572500768460727) | > loss_disc_real_4: 0.20089735090732574 (0.21236186278493782) | > loss_disc_real_5: 0.17861910164356232 (0.214897704751868) | > loss_0: 2.6037721633911133 (2.416922770048443) | > loss_gen: 1.8875423669815063 (2.24898215971495) | > loss_kl: 2.2506062984466553 (3.1024457404488013) | > loss_feat: 8.010818481445312 (6.625579306953831) | > loss_mel: 14.944875717163086 (17.27078984913073) | > loss_duration: 2.352966785430908 (2.37020869004099) | > loss_1: 29.446809768676758 (31.618005551789935)  --> STEP: 20 | > loss_disc: 2.483366012573242 (2.4202449321746826) | > loss_disc_real_0: 0.15851536393165588 (0.15442243665456773) | > loss_disc_real_1: 0.18440186977386475 (0.19681428223848343) | > loss_disc_real_2: 0.2400846928358078 (0.2028561931103468) | > loss_disc_real_3: 0.24377869069576263 (0.226627691835165) | > loss_disc_real_4: 0.25040727853775024 (0.21426413357257842) | > loss_disc_real_5: 0.2541700005531311 (0.21686131954193116) | > loss_0: 2.483366012573242 (2.4202449321746826) | > loss_gen: 2.3313920497894287 (2.253102654218674) | > loss_kl: 2.5204761028289795 (3.07334725856781) | > loss_feat: 6.087630271911621 (6.598681855201721) | > loss_mel: 15.818652153015137 (17.19818296432495) | > loss_duration: 2.3392012119293213 (2.3686583161354067) | > loss_1: 29.09735107421875 (31.491972827911376)  --> STEP: 21 | > loss_disc: 2.3373820781707764 (2.4162990819840204) | > loss_disc_real_0: 0.050762251019477844 (0.14948623733861105) | > loss_disc_real_1: 0.189573273062706 (0.19646947227773212) | > loss_disc_real_2: 0.10354115068912506 (0.19812690537600292) | > loss_disc_real_3: 0.15201468765735626 (0.22307469163622176) | > loss_disc_real_4: 0.11795598268508911 (0.20967803114936465) | > loss_disc_real_5: 0.22393126785755157 (0.21719798374743687) | > loss_0: 2.3373820781707764 (2.4162990819840204) | > loss_gen: 2.0494306087493896 (2.2434039853868035) | > loss_kl: 3.026914119720459 (3.071136156717936) | > loss_feat: 7.1924238204956055 (6.626955282120478) | > loss_mel: 15.950313568115234 (17.13876061212449) | > loss_duration: 2.189032554626465 (2.3601047084445046) | > loss_1: 30.40811538696289 (31.44036056881859)  --> STEP: 22 | > loss_disc: 2.3873722553253174 (2.4149842262268066) | > loss_disc_real_0: 0.117867112159729 (0.1480490043759346) | > loss_disc_real_1: 0.26004937291145325 (0.19935946776108307) | > loss_disc_real_2: 0.15924596786499023 (0.19635959003459325) | > loss_disc_real_3: 0.21793758869171143 (0.2228411869569258) | > loss_disc_real_4: 0.2101275622844696 (0.2096984643827785) | > loss_disc_real_5: 0.23612792789936066 (0.2180584357543425) | > loss_0: 2.3873722553253174 (2.4149842262268066) | > loss_gen: 2.4593286514282227 (2.253218742934141) | > loss_kl: 2.564283847808838 (3.0480974154038862) | > loss_feat: 9.492757797241211 (6.757219032807783) | > loss_mel: 19.830541610717773 (17.26111429387873) | > loss_duration: 2.1849708557128906 (2.3521440787748857) | > loss_1: 36.531883239746094 (31.671793417497113)  --> STEP: 23 | > loss_disc: 2.483196258544922 (2.417949966762377) | > loss_disc_real_0: 0.14352715015411377 (0.14785240201846414) | > loss_disc_real_1: 0.27920958399772644 (0.20283121194528497) | > loss_disc_real_2: 0.21311432123184204 (0.19708805660838666) | > loss_disc_real_3: 0.24556370079517365 (0.22382912234119748) | > loss_disc_real_4: 0.22216227650642395 (0.21024036925771963) | > loss_disc_real_5: 0.29244697093963623 (0.22129271989283356) | > loss_0: 2.483196258544922 (2.417949966762377) | > loss_gen: 2.3982350826263428 (2.259523801181628) | > loss_kl: 2.8842620849609375 (3.0409741401672363) | > loss_feat: 5.036629676818848 (6.682410799938699) | > loss_mel: 17.114166259765625 (17.254725248917293) | > loss_duration: 2.2901124954223633 (2.3494470534117324) | > loss_1: 29.723403930664062 (31.58708083111307)  --> STEP: 24 | > loss_disc: 2.5476620197296143 (2.4233546356360116) | > loss_disc_real_0: 0.15720421075820923 (0.14824206071595353) | > loss_disc_real_1: 0.17051544785499573 (0.20148472177485624) | > loss_disc_real_2: 0.18524929881095886 (0.19659477503349385) | > loss_disc_real_3: 0.21339420974254608 (0.22339433431625366) | > loss_disc_real_4: 0.18900667130947113 (0.20935563184320927) | > loss_disc_real_5: 0.16608060896396637 (0.2189922152707974) | > loss_0: 2.5476620197296143 (2.4233546356360116) | > loss_gen: 2.067267417907715 (2.251513118545215) | > loss_kl: 2.6771910190582275 (3.0258165101210275) | > loss_feat: 7.902738571166992 (6.733257790406545) | > loss_mel: 18.562116622924805 (17.30919988950094) | > loss_duration: 2.4183788299560547 (2.352319210767746) | > loss_1: 33.62769317626953 (31.672106345494587)  --> STEP: 25 | > loss_disc: 2.687741279602051 (2.4339301013946533) | > loss_disc_real_0: 0.269049733877182 (0.15307436764240268) | > loss_disc_real_1: 0.22731181979179382 (0.20251780569553376) | > loss_disc_real_2: 0.19724269211292267 (0.196620691716671) | > loss_disc_real_3: 0.2239963412284851 (0.22341841459274292) | > loss_disc_real_4: 0.2034427523612976 (0.2091191166639328) | > loss_disc_real_5: 0.2687917947769165 (0.22098419845104217) | > loss_0: 2.687741279602051 (2.4339301013946533) | > loss_gen: 1.9949692487716675 (2.241251363754273) | > loss_kl: 3.0691232681274414 (3.0275487804412844) | > loss_feat: 6.339951515197754 (6.717525539398193) | > loss_mel: 16.57208824157715 (17.279715423583987) | > loss_duration: 2.431983470916748 (2.355505781173706) | > loss_1: 30.40811538696289 (31.62154670715332)  --> STEP: 26 | > loss_disc: 2.3324761390686035 (2.4300280259205747) | > loss_disc_real_0: 0.17693063616752625 (0.15399191643183052) | > loss_disc_real_1: 0.1617329716682434 (0.20094915823294565) | > loss_disc_real_2: 0.14638452231884003 (0.19468853135521597) | > loss_disc_real_3: 0.20807534456253052 (0.22282829651465783) | > loss_disc_real_4: 0.09589483588933945 (0.20476433663414076) | > loss_disc_real_5: 0.11304433643817902 (0.21683266529670128) | > loss_0: 2.3324761390686035 (2.4300280259205747) | > loss_gen: 1.8593370914459229 (2.226562353280875) | > loss_kl: 2.508328676223755 (3.0075787764329176) | > loss_feat: 13.674896240234375 (6.985116720199585) | > loss_mel: 20.439393997192383 (17.401241522568924) | > loss_duration: 2.3017473220825195 (2.3534381481317372) | > loss_1: 40.7837028503418 (31.973937328045185) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023457728899442232 (-0.00021108297201303302) | > avg_loss_disc: 2.4300280259205747 (+0.016952991485596147) | > avg_loss_disc_real_0: 0.15399191643183052 (-0.012146823394757006) | > avg_loss_disc_real_1: 0.20094915823294565 (+0.015398333852107704) | > avg_loss_disc_real_2: 0.19468853135521597 (-0.035379847941490294) | > avg_loss_disc_real_3: 0.22282829651465783 (-0.024541882654795205) | > avg_loss_disc_real_4: 0.20476433663414076 (-0.039945387496397894) | > avg_loss_disc_real_5: 0.21683266529670128 (-0.024289346085144936) | > avg_loss_0: 2.4300280259205747 (+0.016952991485596147) | > avg_loss_gen: 2.226562353280875 (-0.18085112938514047) | > avg_loss_kl: 3.0075787764329176 (-0.10393462272790766) | > avg_loss_feat: 6.985116720199585 (+0.11477578603304384) | > avg_loss_mel: 17.401241522568924 (+0.2573712422297554) | > avg_loss_duration: 2.3534381481317372 (-0.013345544154827582) | > avg_loss_1: 31.973937328045185 (+0.0740154706514744)  > EPOCH: 840/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:26:07)   --> TIME: 2024-06-12 04:26:17 -- STEP: 24/330 -- GLOBAL_STEP: 365225 | > loss_disc: 2.2770395278930664 (2.2902153233687086) | > loss_disc_real_0: 0.0876184031367302 (0.10454976093024015) | > loss_disc_real_1: 0.2288740873336792 (0.1929439064115286) | > loss_disc_real_2: 0.2205352485179901 (0.20521657230953375) | > loss_disc_real_3: 0.2361990213394165 (0.2232305190215508) | > loss_disc_real_4: 0.22881750762462616 (0.22597123309969902) | > loss_disc_real_5: 0.2366940677165985 (0.22259156592190266) | > loss_0: 2.2770395278930664 (2.2902153233687086) | > grad_norm_0: tensor(5.2713, device='cuda:0') (tensor(7.0430, device='cuda:0')) | > loss_gen: 2.561798572540283 (2.539449900388718) | > loss_kl: 2.0613114833831787 (1.9583800534407299) | > loss_feat: 7.86072301864624 (7.040189603964488) | > loss_mel: 17.321325302124023 (17.40375383694967) | > loss_duration: 1.955902338027954 (2.031819522380829) | > loss_1: 31.761058807373047 (30.973592519760132) | > grad_norm_1: tensor(41.5946, device='cuda:0') (tensor(65.4619, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.364 (0.36456640561421705) | > loader_time: 0.0038 (0.0033913652102152505)  --> TIME: 2024-06-12 04:26:27 -- STEP: 49/330 -- GLOBAL_STEP: 365250 | > loss_disc: 2.435833215713501 (2.3348628112248004) | > loss_disc_real_0: 0.10596846789121628 (0.10713302739420716) | > loss_disc_real_1: 0.20890894532203674 (0.19564837338973068) | > loss_disc_real_2: 0.21729335188865662 (0.20931300064738917) | > loss_disc_real_3: 0.22748424112796783 (0.22712182147162302) | > loss_disc_real_4: 0.25211605429649353 (0.2311828376687303) | > loss_disc_real_5: 0.2659444808959961 (0.22531988791057042) | > loss_0: 2.435833215713501 (2.3348628112248004) | > grad_norm_0: tensor(10.1115, device='cuda:0') (tensor(7.9654, device='cuda:0')) | > loss_gen: 2.281172275543213 (2.5139517200236416) | > loss_kl: 2.07525372505188 (1.9799710512161255) | > loss_feat: 6.474092960357666 (7.048061633596615) | > loss_mel: 16.827547073364258 (17.27903198709293) | > loss_duration: 1.9416046142578125 (1.9948987474246895) | > loss_1: 29.59967041015625 (30.81591508826431) | > grad_norm_1: tensor(145.5745, device='cuda:0') (tensor(78.3154, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.3496 (0.36294528416224886) | > loader_time: 0.0036 (0.0035006270116689255)  --> TIME: 2024-06-12 04:26:36 -- STEP: 74/330 -- GLOBAL_STEP: 365275 | > loss_disc: 2.304969310760498 (2.345203580083073) | > loss_disc_real_0: 0.08744087815284729 (0.10813575439356468) | > loss_disc_real_1: 0.20299050211906433 (0.1948856973164791) | > loss_disc_real_2: 0.2087164968252182 (0.21110097016837145) | > loss_disc_real_3: 0.2418471872806549 (0.2292714036397032) | > loss_disc_real_4: 0.23193371295928955 (0.23255723815512014) | > loss_disc_real_5: 0.238385871052742 (0.22346578498144407) | > loss_0: 2.304969310760498 (2.345203580083073) | > grad_norm_0: tensor(5.4085, device='cuda:0') (tensor(8.0864, device='cuda:0')) | > loss_gen: 2.4922962188720703 (2.5032794088930697) | > loss_kl: 2.1958601474761963 (1.9944980708328452) | > loss_feat: 7.35910177230835 (7.056075991810979) | > loss_mel: 17.474172592163086 (17.37025637240023) | > loss_duration: 1.927110195159912 (1.9837115938599041) | > loss_1: 31.44854164123535 (30.907821423298603) | > grad_norm_1: tensor(129.8851, device='cuda:0') (tensor(83.5776, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.3595 (0.36385267489665263) | > loader_time: 0.0037 (0.0035439633034371042)  --> TIME: 2024-06-12 04:26:45 -- STEP: 99/330 -- GLOBAL_STEP: 365300 | > loss_disc: 2.297412633895874 (2.3413336445586848) | > loss_disc_real_0: 0.07115644216537476 (0.10739342887142692) | > loss_disc_real_1: 0.19251775741577148 (0.19470758706030228) | > loss_disc_real_2: 0.23229630291461945 (0.21021629674266082) | > loss_disc_real_3: 0.22835280001163483 (0.22847563208955707) | > loss_disc_real_4: 0.21917033195495605 (0.2311692490722194) | > loss_disc_real_5: 0.20019499957561493 (0.22308337086378927) | > loss_0: 2.297412633895874 (2.3413336445586848) | > grad_norm_0: tensor(10.7414, device='cuda:0') (tensor(8.2208, device='cuda:0')) | > loss_gen: 2.5478367805480957 (2.4954598214891224) | > loss_kl: 2.0706303119659424 (1.9998368795471961) | > loss_feat: 7.331881046295166 (7.053084277143382) | > loss_mel: 17.65254020690918 (17.285841951466576) | > loss_duration: 1.9934850931167603 (1.984559144636597) | > loss_1: 31.596372604370117 (30.818782112815164) | > grad_norm_1: tensor(54.1095, device='cuda:0') (tensor(85.5350, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.3635 (0.36468785940998727) | > loader_time: 0.0038 (0.003598124089867178)  --> TIME: 2024-06-12 04:26:55 -- STEP: 124/330 -- GLOBAL_STEP: 365325 | > loss_disc: 2.3628435134887695 (2.343276891016191) | > loss_disc_real_0: 0.11529581248760223 (0.1090541448624384) | > loss_disc_real_1: 0.23755300045013428 (0.19476344460441225) | > loss_disc_real_2: 0.20509213209152222 (0.20977830838772557) | > loss_disc_real_3: 0.2301216870546341 (0.22873950280970143) | > loss_disc_real_4: 0.2228604108095169 (0.2304485794757643) | > loss_disc_real_5: 0.19107705354690552 (0.22208809564190526) | > loss_0: 2.3628435134887695 (2.343276891016191) | > grad_norm_0: tensor(9.4227, device='cuda:0') (tensor(8.3669, device='cuda:0')) | > loss_gen: 2.629512071609497 (2.4884984454801007) | > loss_kl: 1.9796826839447021 (2.0098081654117954) | > loss_feat: 7.766036033630371 (7.029870437037561) | > loss_mel: 17.804798126220703 (17.26367279791063) | > loss_duration: 2.020690441131592 (1.9888462222391556) | > loss_1: 32.200721740722656 (30.780696145949825) | > grad_norm_1: tensor(65.8007, device='cuda:0') (tensor(95.2474, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.3718 (0.3654269383799645) | > loader_time: 0.0038 (0.003663239940520256)  --> TIME: 2024-06-12 04:27:04 -- STEP: 149/330 -- GLOBAL_STEP: 365350 | > loss_disc: 2.296353578567505 (2.3448526987293423) | > loss_disc_real_0: 0.1242695152759552 (0.11019351115862795) | > loss_disc_real_1: 0.1719290167093277 (0.1947609784219089) | > loss_disc_real_2: 0.23294223845005035 (0.2097540577786081) | > loss_disc_real_3: 0.23866452276706696 (0.22853452137252628) | > loss_disc_real_4: 0.2554991543292999 (0.23039233274507842) | > loss_disc_real_5: 0.23206771910190582 (0.222259357971633) | > loss_0: 2.296353578567505 (2.3448526987293423) | > grad_norm_0: tensor(22.1718, device='cuda:0') (tensor(9.3198, device='cuda:0')) | > loss_gen: 2.5385308265686035 (2.4878812684308764) | > loss_kl: 2.0709025859832764 (2.0237429702041934) | > loss_feat: 6.106909275054932 (7.02764254768423) | > loss_mel: 17.080772399902344 (17.226047407060666) | > loss_duration: 2.03346586227417 (1.9937127828598022) | > loss_1: 29.83057975769043 (30.759026956238202) | > grad_norm_1: tensor(341.7010, device='cuda:0') (tensor(117.2100, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.3779 (0.3672847795806475) | > loader_time: 0.0042 (0.003729101795478155)  --> TIME: 2024-06-12 04:27:14 -- STEP: 174/330 -- GLOBAL_STEP: 365375 | > loss_disc: 2.316791296005249 (2.347787426806047) | > loss_disc_real_0: 0.11008854955434799 (0.110761985118533) | > loss_disc_real_1: 0.23731568455696106 (0.19501796013664927) | > loss_disc_real_2: 0.19836467504501343 (0.2103467462905522) | > loss_disc_real_3: 0.22479617595672607 (0.22879010250513582) | > loss_disc_real_4: 0.21577705442905426 (0.23102470007778583) | > loss_disc_real_5: 0.20553913712501526 (0.22259783624917606) | > loss_0: 2.316791296005249 (2.347787426806047) | > grad_norm_0: tensor(24.4722, device='cuda:0') (tensor(10.8870, device='cuda:0')) | > loss_gen: 2.4588842391967773 (2.488107859403237) | > loss_kl: 2.0320522785186768 (2.021025256178846) | > loss_feat: 7.442838668823242 (7.017134112873298) | > loss_mel: 17.26473617553711 (17.202122704736126) | > loss_duration: 2.097612142562866 (1.9996983086925813) | > loss_1: 31.296125411987305 (30.728088225441418) | > grad_norm_1: tensor(408.8166, device='cuda:0') (tensor(150.3134, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.3984 (0.36927603716137763) | > loader_time: 0.0048 (0.003818766824130354)  --> TIME: 2024-06-12 04:27:25 -- STEP: 199/330 -- GLOBAL_STEP: 365400 | > loss_disc: 2.2935400009155273 (2.3496174524776916) | > loss_disc_real_0: 0.11334941536188126 (0.11122297254114893) | > loss_disc_real_1: 0.2088094800710678 (0.19554216560706422) | > loss_disc_real_2: 0.2061558961868286 (0.21073898246240377) | > loss_disc_real_3: 0.24776573479175568 (0.229068488556536) | > loss_disc_real_4: 0.229185089468956 (0.23132744865800867) | > loss_disc_real_5: 0.21095409989356995 (0.22182811519608422) | > loss_0: 2.2935400009155273 (2.3496174524776916) | > grad_norm_0: tensor(9.7325, device='cuda:0') (tensor(12.5589, device='cuda:0')) | > loss_gen: 2.533660411834717 (2.493795866942284) | > loss_kl: 1.906463384628296 (2.025534225468659) | > loss_feat: 7.009975910186768 (7.025223497170301) | > loss_mel: 17.483213424682617 (17.17396486943691) | > loss_duration: 2.1413564682006836 (2.0077784924051874) | > loss_1: 31.074668884277344 (30.726296947230047) | > grad_norm_1: tensor(182.2071, device='cuda:0') (tensor(174.2276, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.397 (0.37464215647635146) | > loader_time: 0.0048 (0.003955276767213143)  --> TIME: 2024-06-12 04:27:35 -- STEP: 224/330 -- GLOBAL_STEP: 365425 | > loss_disc: 2.399709463119507 (2.3514810640897097) | > loss_disc_real_0: 0.09922599792480469 (0.11273207643534988) | > loss_disc_real_1: 0.23338358104228973 (0.19640414210568582) | > loss_disc_real_2: 0.21242469549179077 (0.21064135472157172) | > loss_disc_real_3: 0.23208977282047272 (0.22905496507883072) | > loss_disc_real_4: 0.22463080286979675 (0.23036159142585738) | > loss_disc_real_5: 0.2545236051082611 (0.22080135950818655) | > loss_0: 2.399709463119507 (2.3514810640897097) | > grad_norm_0: tensor(64.9653, device='cuda:0') (tensor(14.9867, device='cuda:0')) | > loss_gen: 2.529137372970581 (2.499097483498708) | > loss_kl: 1.997911810874939 (2.030204124748706) | > loss_feat: 7.3466925621032715 (7.029384119170054) | > loss_mel: 16.797931671142578 (17.11012794716019) | > loss_duration: 2.121108055114746 (2.0157135586653445) | > loss_1: 30.792781829833984 (30.68452718428203) | > grad_norm_1: tensor(712.7152, device='cuda:0') (tensor(205.3664, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.4195 (0.37963492636169704) | > loader_time: 0.0054 (0.0040941131966454655)  --> TIME: 2024-06-12 04:27:46 -- STEP: 249/330 -- GLOBAL_STEP: 365450 | > loss_disc: 2.2843806743621826 (2.352046077988715) | > loss_disc_real_0: 0.11003391444683075 (0.11371558214945486) | > loss_disc_real_1: 0.14695091545581818 (0.19611851805185218) | > loss_disc_real_2: 0.1866621971130371 (0.21063868384284667) | > loss_disc_real_3: 0.21123963594436646 (0.2292886464351631) | > loss_disc_real_4: 0.22702503204345703 (0.23073122689283518) | > loss_disc_real_5: 0.20206409692764282 (0.22078353788958013) | > loss_0: 2.2843806743621826 (2.352046077988715) | > grad_norm_0: tensor(20.5919, device='cuda:0') (tensor(16.4909, device='cuda:0')) | > loss_gen: 2.530564308166504 (2.501461711753323) | > loss_kl: 2.0064327716827393 (2.0319606094475238) | > loss_feat: 7.5803961753845215 (7.037235792382176) | > loss_mel: 17.043285369873047 (17.094258821632973) | > loss_duration: 2.0979385375976562 (2.0243746592816585) | > loss_1: 31.258617401123047 (30.68929157486881) | > grad_norm_1: tensor(396.5793, device='cuda:0') (tensor(225.6783, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.4173 (0.3846493217361021) | > loader_time: 0.0056 (0.004225633230554052)  --> TIME: 2024-06-12 04:27:57 -- STEP: 274/330 -- GLOBAL_STEP: 365475 | > loss_disc: 2.340949058532715 (2.3542838766627088) | > loss_disc_real_0: 0.12719076871871948 (0.11484412651808157) | > loss_disc_real_1: 0.18603858351707458 (0.19616391662045987) | > loss_disc_real_2: 0.2633843421936035 (0.21105882264401793) | > loss_disc_real_3: 0.24053528904914856 (0.22965658695375832) | > loss_disc_real_4: 0.2530215084552765 (0.2308305858151756) | > loss_disc_real_5: 0.23378713428974152 (0.22092012642291337) | > loss_0: 2.340949058532715 (2.3542838766627088) | > grad_norm_0: tensor(41.5854, device='cuda:0') (tensor(17.3625, device='cuda:0')) | > loss_gen: 2.470484733581543 (2.4989291394714015) | > loss_kl: 2.0708601474761963 (2.0353531467653525) | > loss_feat: 6.424356460571289 (7.035395853710871) | > loss_mel: 15.541720390319824 (17.060264583921786) | > loss_duration: 2.117215871810913 (2.0329158871713346) | > loss_1: 28.6246395111084 (30.662858628878627) | > grad_norm_1: tensor(515.7775, device='cuda:0') (tensor(235.1495, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.4631 (0.38970057720685525) | > loader_time: 0.006 (0.004383159379889495)  --> TIME: 2024-06-12 04:28:09 -- STEP: 299/330 -- GLOBAL_STEP: 365500 | > loss_disc: 2.3512892723083496 (2.3565971652002258) | > loss_disc_real_0: 0.09271585941314697 (0.11605085775156483) | > loss_disc_real_1: 0.18378454446792603 (0.19651990575734585) | > loss_disc_real_2: 0.20002487301826477 (0.21101023137170738) | > loss_disc_real_3: 0.2302454710006714 (0.22970575079272024) | > loss_disc_real_4: 0.21558159589767456 (0.23071145762169243) | > loss_disc_real_5: 0.1787801831960678 (0.22040160817645454) | > loss_0: 2.3512892723083496 (2.3565971652002258) | > grad_norm_0: tensor(13.3135, device='cuda:0') (tensor(19.0455, device='cuda:0')) | > loss_gen: 2.6117939949035645 (2.498036272151013) | > loss_kl: 2.0190505981445312 (2.0375824034413346) | > loss_feat: 7.646578788757324 (7.047000999833429) | > loss_mel: 17.032583236694336 (17.008477890371882) | > loss_duration: 2.196835994720459 (2.0436436348535536) | > loss_1: 31.5068416595459 (30.63474121859241) | > grad_norm_1: tensor(357.5518, device='cuda:0') (tensor(252.0420, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.4686 (0.39555007558203864) | > loader_time: 0.0077 (0.004544950249203071) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_365500.pth  --> TIME: 2024-06-12 04:28:28 -- STEP: 324/330 -- GLOBAL_STEP: 365525 | > loss_disc: 2.4895195960998535 (2.362811956876592) | > loss_disc_real_0: 0.09471405297517776 (0.11891851929464826) | > loss_disc_real_1: 0.25453636050224304 (0.19701638109522096) | > loss_disc_real_2: 0.23865880072116852 (0.2110581928289231) | > loss_disc_real_3: 0.22604599595069885 (0.22982104858498514) | > loss_disc_real_4: 0.17979735136032104 (0.2311603943414894) | > loss_disc_real_5: 0.17933717370033264 (0.22007369236261748) | > loss_0: 2.4895195960998535 (2.362811956876592) | > grad_norm_0: tensor(43.1389, device='cuda:0') (tensor(20.8355, device='cuda:0')) | > loss_gen: 2.474449634552002 (2.498065919051933) | > loss_kl: 2.1742613315582275 (2.043820445184353) | > loss_feat: 8.265365600585938 (7.0989145688068716) | > loss_mel: 16.276323318481445 (16.97535451253255) | > loss_duration: 2.2614927291870117 (2.0580938274477734) | > loss_1: 31.451892852783203 (30.674249254626993) | > grad_norm_1: tensor(489.1230, device='cuda:0') (tensor(267.4380, device='cuda:0')) | > current_lr_0: 0.00018006372274670683 | > current_lr_1: 0.00018006372274670683 | > step_time: 0.653 (0.408023809209282) | > loader_time: 0.0086 (0.0048023572674504005)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.660696268081665 (2.660696268081665) | > loss_disc_real_0: 0.1893795132637024 (0.1893795132637024) | > loss_disc_real_1: 0.24938389658927917 (0.24938389658927917) | > loss_disc_real_2: 0.2684668004512787 (0.2684668004512787) | > loss_disc_real_3: 0.217862069606781 (0.217862069606781) | > loss_disc_real_4: 0.22834700345993042 (0.22834700345993042) | > loss_disc_real_5: 0.23681584000587463 (0.23681584000587463) | > loss_0: 2.660696268081665 (2.660696268081665) | > loss_gen: 2.212409496307373 (2.212409496307373) | > loss_kl: 2.7675557136535645 (2.7675557136535645) | > loss_feat: 4.727988243103027 (4.727988243103027) | > loss_mel: 14.833884239196777 (14.833884239196777) | > loss_duration: 3.244770050048828 (3.244770050048828) | > loss_1: 27.78660774230957 (27.78660774230957)  --> STEP: 1 | > loss_disc: 2.424729824066162 (2.424729824066162) | > loss_disc_real_0: 0.15542252361774445 (0.15542252361774445) | > loss_disc_real_1: 0.22416310012340546 (0.22416310012340546) | > loss_disc_real_2: 0.21983259916305542 (0.21983259916305542) | > loss_disc_real_3: 0.2223954051733017 (0.2223954051733017) | > loss_disc_real_4: 0.23016685247421265 (0.23016685247421265) | > loss_disc_real_5: 0.21115313470363617 (0.21115313470363617) | > loss_0: 2.424729824066162 (2.424729824066162) | > loss_gen: 2.2451581954956055 (2.2451581954956055) | > loss_kl: 3.3127458095550537 (3.3127458095550537) | > loss_feat: 5.116269111633301 (5.116269111633301) | > loss_mel: 16.236520767211914 (16.236520767211914) | > loss_duration: 2.528286933898926 (2.528286933898926) | > loss_1: 29.438980102539062 (29.438980102539062)  --> STEP: 2 | > loss_disc: 2.272472381591797 (2.3486011028289795) | > loss_disc_real_0: 0.17896047234535217 (0.1671914979815483) | > loss_disc_real_1: 0.21192443370819092 (0.2180437669157982) | > loss_disc_real_2: 0.21388114988803864 (0.21685687452554703) | > loss_disc_real_3: 0.23061230778694153 (0.2265038564801216) | > loss_disc_real_4: 0.20256322622299194 (0.2163650393486023) | > loss_disc_real_5: 0.18606382608413696 (0.19860848039388657) | > loss_0: 2.272472381591797 (2.3486011028289795) | > loss_gen: 2.5210726261138916 (2.3831154108047485) | > loss_kl: 3.204843044281006 (3.25879442691803) | > loss_feat: 5.5856404304504395 (5.35095477104187) | > loss_mel: 17.545061111450195 (16.890790939331055) | > loss_duration: 2.425325393676758 (2.476806163787842) | > loss_1: 31.28194236755371 (30.360461235046387)  --> STEP: 3 | > loss_disc: 2.2100439071655273 (2.302415370941162) | > loss_disc_real_0: 0.07557596266269684 (0.1366529862085978) | > loss_disc_real_1: 0.2064511924982071 (0.21417957544326782) | > loss_disc_real_2: 0.18148843944072723 (0.20506739616394043) | > loss_disc_real_3: 0.1962035447359085 (0.2164037525653839) | > loss_disc_real_4: 0.18342529237270355 (0.2053851236899694) | > loss_disc_real_5: 0.22355866432189941 (0.20692520836989084) | > loss_0: 2.2100439071655273 (2.302415370941162) | > loss_gen: 2.3473591804504395 (2.371196667353312) | > loss_kl: 3.130603313446045 (3.2160640557607016) | > loss_feat: 7.198725700378418 (5.966878414154053) | > loss_mel: 16.47739028930664 (16.75299072265625) | > loss_duration: 2.4257025718688965 (2.4597716331481934) | > loss_1: 31.57978057861328 (30.76690101623535)  --> STEP: 4 | > loss_disc: 2.589804172515869 (2.374262571334839) | > loss_disc_real_0: 0.24570629000663757 (0.16391631215810776) | > loss_disc_real_1: 0.24193865060806274 (0.22111934423446655) | > loss_disc_real_2: 0.1867944300174713 (0.20049915462732315) | > loss_disc_real_3: 0.19431476294994354 (0.21088150516152382) | > loss_disc_real_4: 0.21387852728366852 (0.20750847458839417) | > loss_disc_real_5: 0.27367132902145386 (0.2236117385327816) | > loss_0: 2.589804172515869 (2.374262571334839) | > loss_gen: 2.240663528442383 (2.33856338262558) | > loss_kl: 3.5995872020721436 (3.311944842338562) | > loss_feat: 5.860501289367676 (5.9402841329574585) | > loss_mel: 18.892332077026367 (17.28782606124878) | > loss_duration: 2.4498229026794434 (2.457284450531006) | > loss_1: 33.04290771484375 (31.33590269088745)  --> STEP: 5 | > loss_disc: 2.5144362449645996 (2.402297306060791) | > loss_disc_real_0: 0.31980249285697937 (0.19509354829788209) | > loss_disc_real_1: 0.22856995463371277 (0.2226094663143158) | > loss_disc_real_2: 0.1873120218515396 (0.19786172807216645) | > loss_disc_real_3: 0.21650896966457367 (0.2120069980621338) | > loss_disc_real_4: 0.2396356612443924 (0.21393391191959382) | > loss_disc_real_5: 0.204961895942688 (0.2198817700147629) | > loss_0: 2.5144362449645996 (2.402297306060791) | > loss_gen: 2.403339385986328 (2.3515185832977297) | > loss_kl: 3.4103500843048096 (3.3316258907318117) | > loss_feat: 5.762375354766846 (5.904702377319336) | > loss_mel: 18.284439086914062 (17.487148666381835) | > loss_duration: 2.3389739990234375 (2.433622360229492) | > loss_1: 32.19947814941406 (31.508617782592772)  --> STEP: 6 | > loss_disc: 2.4563722610473633 (2.411309798558553) | > loss_disc_real_0: 0.14749789237976074 (0.1871609389781952) | > loss_disc_real_1: 0.25227510929107666 (0.22755374014377594) | > loss_disc_real_2: 0.19043473899364471 (0.1966238965590795) | > loss_disc_real_3: 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loss_0: 2.4379289150238037 (2.4151125294821605) | > loss_gen: 2.282839298248291 (2.3113412857055664) | > loss_kl: 4.2664947509765625 (3.425778559276036) | > loss_feat: 6.529386520385742 (5.961276054382324) | > loss_mel: 17.0063419342041 (17.314733232770646) | > loss_duration: 2.5308384895324707 (2.4220902579171315) | > loss_1: 32.615901947021484 (31.435219355991908)  --> STEP: 8 | > loss_disc: 2.359126329421997 (2.40811425447464) | > loss_disc_real_0: 0.19163206219673157 (0.18178937211632729) | > loss_disc_real_1: 0.29442843794822693 (0.23501393385231495) | > loss_disc_real_2: 0.2788333296775818 (0.20980027504265308) | > loss_disc_real_3: 0.17381218075752258 (0.21058249101042747) | > loss_disc_real_4: 0.2277602106332779 (0.2201972585171461) | > loss_disc_real_5: 0.1661284863948822 (0.21517697721719742) | > loss_0: 2.359126329421997 (2.40811425447464) | > loss_gen: 2.511671781539917 (2.3363825976848602) | > loss_kl: 2.948134422302246 (3.366073042154312) | > loss_feat: 10.554443359375 (6.535421967506409) | > loss_mel: 19.107906341552734 (17.538879871368408) | > loss_duration: 2.3034253120422363 (2.4072571396827698) | > loss_1: 37.42558288574219 (32.18401479721069)  --> STEP: 9 | > loss_disc: 2.4929189682006836 (2.4175370004442005) | > loss_disc_real_0: 0.14815813302993774 (0.17805256777339512) | > loss_disc_real_1: 0.27112725377082825 (0.239026524954372) | > loss_disc_real_2: 0.22784271836280823 (0.21180499096711478) | > loss_disc_real_3: 0.18271929025650024 (0.20748657981554666) | > loss_disc_real_4: 0.18403840065002441 (0.21617960764302147) | > loss_disc_real_5: 0.19870732724666595 (0.21334701610936058) | > loss_0: 2.4929189682006836 (2.4175370004442005) | > loss_gen: 2.1378731727600098 (2.3143259949154324) | > loss_kl: 3.1703248023986816 (3.34432323773702) | > loss_feat: 9.327537536621094 (6.845657030741374) | > loss_mel: 18.81626319885254 (17.680811352199978) | > loss_duration: 2.1409354209899902 (2.3776658376057944) | > loss_1: 35.592933654785156 (32.562783559163414)  --> STEP: 10 | > loss_disc: 2.452874183654785 (2.4210707187652587) | > loss_disc_real_0: 0.21062853932380676 (0.18131016492843627) | > loss_disc_real_1: 0.24094612896442413 (0.2392184853553772) | > loss_disc_real_2: 0.21745948493480682 (0.21237044036388397) | > loss_disc_real_3: 0.2510855197906494 (0.21184647381305693) | > loss_disc_real_4: 0.21421952545642853 (0.21598359942436218) | > loss_disc_real_5: 0.2792525887489319 (0.2199375733733177) | > loss_0: 2.452874183654785 (2.4210707187652587) | > loss_gen: 2.547266960144043 (2.3376200914382936) | > loss_kl: 2.7592811584472656 (3.2858190298080445) | > loss_feat: 5.775941371917725 (6.738685464859008) | > loss_mel: 16.881622314453125 (17.60089244842529) | > loss_duration: 2.3489463329315186 (2.3747938871383667) | > loss_1: 30.31305694580078 (32.33781089782715)  --> STEP: 11 | > loss_disc: 2.3705763816833496 (2.4164803244850854) | > loss_disc_real_0: 0.13353678584098816 (0.176967130465941) | > loss_disc_real_1: 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loss_disc_real_4: 0.23558858036994934 (0.21702655032277107) | > loss_disc_real_5: 0.1871267706155777 (0.21374180043737093) | > loss_0: 2.3748397827148438 (2.4130102793375654) | > loss_gen: 2.2134289741516113 (2.3198757568995156) | > loss_kl: 2.8990018367767334 (3.287825663884481) | > loss_feat: 4.680683612823486 (6.47800087928772) | > loss_mel: 13.338747024536133 (17.046581824620564) | > loss_duration: 2.311324119567871 (2.3818037708600364) | > loss_1: 25.44318389892578 (31.514087835947667)  --> STEP: 13 | > loss_disc: 2.4727272987365723 (2.417603896214412) | > loss_disc_real_0: 0.19394691288471222 (0.17410034113205397) | > loss_disc_real_1: 0.2318551391363144 (0.24167966154905465) | > loss_disc_real_2: 0.21851846575737 (0.21613494937236494) | > loss_disc_real_3: 0.24564969539642334 (0.2139967381954193) | > loss_disc_real_4: 0.2433362901210785 (0.21905037646110243) | > loss_disc_real_5: 0.253612220287323 (0.21680875581044418) | > loss_0: 2.4727272987365723 (2.417603896214412) | > loss_gen: 2.3292219638824463 (2.320594695898203) | > loss_kl: 4.017492771148682 (3.3439539029048038) | > loss_feat: 7.146511554718018 (6.529424777397742) | > loss_mel: 17.911453247070312 (17.11311039557824) | > loss_duration: 2.3241209983825684 (2.3773666345156155) | > loss_1: 33.72880172729492 (31.68445044297438)  --> STEP: 14 | > loss_disc: 2.621866464614868 (2.432194079671587) | > loss_disc_real_0: 0.09251081943511963 (0.1682725181537015) | > loss_disc_real_1: 0.250130295753479 (0.2422832782779421) | > loss_disc_real_2: 0.16844914853572845 (0.2127288207411766) | > loss_disc_real_3: 0.23188944160938263 (0.21527478843927383) | > loss_disc_real_4: 0.28098538517951965 (0.22347430565527507) | > loss_disc_real_5: 0.29449328780174255 (0.22235765095267976) | > loss_0: 2.621866464614868 (2.432194079671587) | > loss_gen: 2.1223976612091064 (2.3064377648489818) | > loss_kl: 3.3153390884399414 (3.3419099875858853) | > loss_feat: 7.502213478088379 (6.598909684589931) | > loss_mel: 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(0.2342693739467197) | > loss_disc_real_5: 0.2644311785697937 (0.23045109626319674) | > loss_0: 2.528028964996338 (2.441966692606608) | > loss_gen: 2.2901978492736816 (2.3340592649247913) | > loss_kl: 3.7835404872894287 (3.3204616705576577) | > loss_feat: 7.001831531524658 (6.6624217298295765) | > loss_mel: 15.05788803100586 (17.03116252687242) | > loss_duration: 2.2640233039855957 (2.3808666865030923) | > loss_1: 30.397480010986328 (31.72897179921468)  --> STEP: 19 | > loss_disc: 2.849984884262085 (2.463441334272686) | > loss_disc_real_0: 0.23488563299179077 (0.17303940614587382) | > loss_disc_real_1: 0.27274036407470703 (0.24593028112461693) | > loss_disc_real_2: 0.26353684067726135 (0.21174120118743495) | > loss_disc_real_3: 0.2913810610771179 (0.22135810005037407) | > loss_disc_real_4: 0.347941517829895 (0.24025211836162366) | > loss_disc_real_5: 0.26247695088386536 (0.2321366675590214) | > loss_0: 2.849984884262085 (2.463441334272686) | > loss_gen: 2.1827189922332764 (2.3260939874147115) | > loss_kl: 2.132901906967163 (3.2579585251055265) | > loss_feat: 6.470162868499756 (6.6523028423911645) | > loss_mel: 17.19564437866211 (17.039819466440303) | > loss_duration: 2.3698525428771973 (2.3802869947333085) | > loss_1: 30.351280212402344 (31.656461715698242)  --> STEP: 20 | > loss_disc: 2.576869249343872 (2.469112730026245) | > loss_disc_real_0: 0.15622660517692566 (0.1721987660974264) | > loss_disc_real_1: 0.2770722508430481 (0.2474873796105385) | > loss_disc_real_2: 0.31626224517822266 (0.21696725338697434) | > loss_disc_real_3: 0.22247686982154846 (0.2214140385389328) | > loss_disc_real_4: 0.30315348505973816 (0.24339718669652938) | > loss_disc_real_5: 0.24962788820266724 (0.23301122859120368) | > loss_0: 2.576869249343872 (2.469112730026245) | > loss_gen: 2.5323519706726074 (2.336406886577606) | > loss_kl: 2.266866683959961 (3.208403933048248) | > loss_feat: 7.536083221435547 (6.696491861343384) | > loss_mel: 19.4962215423584 (17.16263957023621) | > loss_duration: 2.314751625061035 (2.377010226249695) | > loss_1: 34.14627456665039 (31.780952358245848)  --> STEP: 21 | > loss_disc: 2.266880512237549 (2.4594826244172596) | > loss_disc_real_0: 0.09027636051177979 (0.16829769916477658) | > loss_disc_real_1: 0.15273500978946686 (0.24297536200001127) | > loss_disc_real_2: 0.16369318962097168 (0.21443039320764087) | > loss_disc_real_3: 0.24123354256153107 (0.2223578244447708) | > loss_disc_real_4: 0.23809000849723816 (0.24314446392513456) | > loss_disc_real_5: 0.19547246396541595 (0.2312236683709281) | > loss_0: 2.266880512237549 (2.4594826244172596) | > loss_gen: 2.2175674438476562 (2.3307478654952276) | > loss_kl: 2.3695099353790283 (3.1684565998259044) | > loss_feat: 6.346963882446289 (6.679847671872094) | > loss_mel: 15.346019744873047 (17.076133864266534) | > loss_duration: 2.1939568519592285 (2.3682933989025297) | > loss_1: 28.474016189575195 (31.62347920735677)  --> STEP: 22 | > loss_disc: 2.48895525932312 (2.4608222896402534) | > loss_disc_real_0: 0.1318073272705078 (0.16663904589685527) | > loss_disc_real_1: 0.3410177230834961 (0.24743183295835147) | > loss_disc_real_2: 0.1721612513065338 (0.21250906857577237) | > loss_disc_real_3: 0.2155817747116089 (0.22204982218417255) | > loss_disc_real_4: 0.24532471597194672 (0.24324356629089874) | > loss_disc_real_5: 0.22640451788902283 (0.23100461607629602) | > loss_0: 2.48895525932312 (2.4608222896402534) | > loss_gen: 2.4335975646972656 (2.335422851822593) | > loss_kl: 2.507333278656006 (3.138405539772727) | > loss_feat: 7.808603763580322 (6.73115476694974) | > loss_mel: 16.741119384765625 (17.06090593338013) | > loss_duration: 2.206118583679199 (2.3609218163923784) | > loss_1: 31.696773529052734 (31.62681076743386)  --> STEP: 23 | > loss_disc: 2.4521663188934326 (2.4604459430860435) | > loss_disc_real_0: 0.19340196251869202 (0.1678026509673699) | > loss_disc_real_1: 0.23817075788974762 (0.2470291775205861) | > loss_disc_real_2: 0.19220797717571259 (0.2116264124279437) | > loss_disc_real_3: 0.23014646768569946 (0.22240185024945633) | > loss_disc_real_4: 0.28331783413887024 (0.24498592576254968) | > loss_disc_real_5: 0.27126145362854004 (0.2327549133611762) | > loss_0: 2.4521663188934326 (2.4604459430860435) | > loss_gen: 2.5064964294433594 (2.3428608334582783) | > loss_kl: 2.688810110092163 (3.1188579123953115) | > loss_feat: 6.777781009674072 (6.733181994894276) | > loss_mel: 16.71892738342285 (17.046037300773293) | > loss_duration: 2.3136229515075684 (2.3588653440060825) | > loss_1: 31.005638122558594 (31.599803261134934)  --> STEP: 24 | > loss_disc: 2.232301712036133 (2.450939933458964) | > loss_disc_real_0: 0.15581569075584412 (0.16730319429188967) | > loss_disc_real_1: 0.2046063393354416 (0.24526155926287174) | > loss_disc_real_2: 0.1989096850156784 (0.21109654878576598) | > loss_disc_real_3: 0.18307530879974365 (0.22076324435571829) | > loss_disc_real_4: 0.16853304207324982 (0.2418003889421622) | > loss_disc_real_5: 0.22263626754283905 (0.23233330311874548) | > loss_0: 2.232301712036133 (2.450939933458964) | > loss_gen: 2.609332799911499 (2.353963832060496) | > loss_kl: 2.6563446521759033 (3.099586526552836) | > loss_feat: 10.36562728881836 (6.884533882141113) | > loss_mel: 17.923009872436523 (17.082577824592594) | > loss_duration: 2.4549384117126465 (2.362868388493856) | > loss_1: 36.00925064086914 (31.783530235290527)  --> STEP: 25 | > loss_disc: 2.3604142665863037 (2.4473189067840577) | > loss_disc_real_0: 0.12630730867385864 (0.16566335886716843) | > loss_disc_real_1: 0.2650892734527588 (0.24605466783046723) | > loss_disc_real_2: 0.19135721027851105 (0.21030697524547576) | > loss_disc_real_3: 0.21125765144824982 (0.22038302063941956) | > loss_disc_real_4: 0.23027165234088898 (0.24133923947811126) | > loss_disc_real_5: 0.16236357390880585 (0.2295345139503479) | > loss_0: 2.3604142665863037 (2.4473189067840577) | > loss_gen: 2.1515443325042725 (2.345867052078247) | > loss_kl: 3.2002718448638916 (3.103613939285278) | > loss_feat: 6.090173244476318 (6.852759456634521) | > loss_mel: 13.860422134399414 (16.953691596984868) | > loss_duration: 2.4098613262176514 (2.3647481060028075) | > loss_1: 27.71227264404297 (31.620679931640623)  --> STEP: 26 | > loss_disc: 2.8412466049194336 (2.4624699720969567) | > loss_disc_real_0: 0.12188523262739182 (0.16397958478102317) | > loss_disc_real_1: 0.27911069989204407 (0.2473260536789894) | > loss_disc_real_2: 0.2888396084308624 (0.2133274611372214) | > loss_disc_real_3: 0.25309014320373535 (0.22164098689189324) | > loss_disc_real_4: 0.2689988613128662 (0.2424030710871403) | > loss_disc_real_5: 0.16604956984519958 (0.22709278533091912) | > loss_0: 2.8412466049194336 (2.4624699720969567) | > loss_gen: 1.8358131647109985 (2.3262495948718143) | > loss_kl: 2.5026943683624268 (3.0805016480959377) | > loss_feat: 6.830356597900391 (6.85189780822167) | > loss_mel: 16.559310913085938 (16.9385231091426) | > loss_duration: 2.3078179359436035 (2.3625584840774536) | > loss_1: 30.035991668701172 (31.559730383066032) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024507412543663606 (+0.00010496836442213742) | > avg_loss_disc: 2.4624699720969567 (+0.032441946176382075) | > avg_loss_disc_real_0: 0.16397958478102317 (+0.009987668349192652) | > avg_loss_disc_real_1: 0.2473260536789894 (+0.04637689544604376) | > avg_loss_disc_real_2: 0.2133274611372214 (+0.01863892978200543) | > avg_loss_disc_real_3: 0.22164098689189324 (-0.0011873096227645874) | > avg_loss_disc_real_4: 0.2424030710871403 (+0.037638734452999534) | > avg_loss_disc_real_5: 0.22709278533091912 (+0.010260120034217834) | > avg_loss_0: 2.4624699720969567 (+0.032441946176382075) | > avg_loss_gen: 2.3262495948718143 (+0.09968724159093911) | > avg_loss_kl: 3.0805016480959377 (+0.07292287166302014) | > avg_loss_feat: 6.85189780822167 (-0.1332189119779148) | > avg_loss_mel: 16.9385231091426 (-0.46271841342632314) | > avg_loss_duration: 2.3625584840774536 (+0.009120335945716374) | > avg_loss_1: 31.559730383066032 (-0.4142069449791528)  > EPOCH: 841/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:28:51)   --> TIME: 2024-06-12 04:28:59 -- STEP: 19/330 -- GLOBAL_STEP: 365550 | > loss_disc: 2.3967580795288086 (2.3116514180835925) | > loss_disc_real_0: 0.1133890300989151 (0.10291861664307744) | > loss_disc_real_1: 0.19794678688049316 (0.19699806131814657) | > loss_disc_real_2: 0.1965690702199936 (0.20729461155439677) | > loss_disc_real_3: 0.2261834740638733 (0.22499441002544604) | > loss_disc_real_4: 0.2358209192752838 (0.2250014629803206) | > loss_disc_real_5: 0.24490702152252197 (0.2177304484342274) | > loss_0: 2.3967580795288086 (2.3116514180835925) | > grad_norm_0: tensor(8.7694, device='cuda:0') (tensor(8.8474, device='cuda:0')) | > loss_gen: 2.403954029083252 (2.497016329514353) | > loss_kl: 1.8335553407669067 (1.9565992167121486) | > loss_feat: 6.887604713439941 (6.817251230541029) | > loss_mel: 16.23434066772461 (17.32878434030633) | > loss_duration: 1.9700946807861328 (2.045355985039159) | > loss_1: 29.32954978942871 (30.64500698290373) | > grad_norm_1: tensor(78.3195, device='cuda:0') (tensor(88.7257, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3482 (0.356461248899761) | > loader_time: 0.0033 (0.0030408031062075964)  --> TIME: 2024-06-12 04:29:09 -- STEP: 44/330 -- GLOBAL_STEP: 365575 | > loss_disc: 2.486814498901367 (2.3252205469391565) | > loss_disc_real_0: 0.14236029982566833 (0.10587738826870918) | > loss_disc_real_1: 0.24167227745056152 (0.19844820993867787) | > loss_disc_real_2: 0.24755732715129852 (0.20638533105904405) | > loss_disc_real_3: 0.24810254573822021 (0.22719206017526714) | > loss_disc_real_4: 0.2719413936138153 (0.2278589873828671) | > loss_disc_real_5: 0.2781563103199005 (0.22210672904144635) | > loss_0: 2.486814498901367 (2.3252205469391565) | > grad_norm_0: tensor(8.7208, device='cuda:0') (tensor(8.7890, device='cuda:0')) | > loss_gen: 2.4734466075897217 (2.5110487558624963) | > loss_kl: 2.1170449256896973 (1.9644418819384142) | > loss_feat: 6.700596332550049 (6.992278521711176) | > loss_mel: 17.369409561157227 (17.25472168488936) | > loss_duration: 1.8954739570617676 (1.9990645782514052) | > loss_1: 30.55596923828125 (30.721555363048207) | > grad_norm_1: tensor(75.1583, device='cuda:0') (tensor(91.9216, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3576 (0.3565022891218012) | > loader_time: 0.0046 (0.0033249746669422498)  --> TIME: 2024-06-12 04:29:18 -- STEP: 69/330 -- GLOBAL_STEP: 365600 | > loss_disc: 2.5178072452545166 (2.3347703201183374) | > loss_disc_real_0: 0.14933007955551147 (0.1064924346148104) | > loss_disc_real_1: 0.2171114832162857 (0.19755015835381937) | > loss_disc_real_2: 0.22505798935890198 (0.2082110073255456) | > loss_disc_real_3: 0.25077706575393677 (0.22783315354499264) | > loss_disc_real_4: 0.2316429615020752 (0.22741825381914774) | > loss_disc_real_5: 0.2344449907541275 (0.22166241122328717) | > loss_0: 2.5178072452545166 (2.3347703201183374) | > grad_norm_0: tensor(10.0496, device='cuda:0') (tensor(8.7614, device='cuda:0')) | > loss_gen: 2.406582832336426 (2.492725475974706) | > loss_kl: 2.080493927001953 (1.9723604174627773) | > loss_feat: 6.233670234680176 (6.982671834420467) | > loss_mel: 16.09823989868164 (17.27414894104004) | > loss_duration: 1.9384589195251465 (1.9870238511458687) | > loss_1: 28.757444381713867 (30.708930499311805) | > grad_norm_1: tensor(77.4426, device='cuda:0') (tensor(87.6211, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3615 (0.35912116714145825) | > loader_time: 0.0038 (0.0035249772279158883)  --> TIME: 2024-06-12 04:29:28 -- STEP: 94/330 -- GLOBAL_STEP: 365625 | > loss_disc: 2.232914924621582 (2.3446722182821707) | > loss_disc_real_0: 0.09252224862575531 (0.10878734568015058) | > loss_disc_real_1: 0.16661140322685242 (0.19628369491151038) | > loss_disc_real_2: 0.20772689580917358 (0.20980334884308757) | > loss_disc_real_3: 0.20254400372505188 (0.2277393659695666) | > loss_disc_real_4: 0.23291826248168945 (0.229303703346151) | > loss_disc_real_5: 0.21940051019191742 (0.22233338749155085) | > loss_0: 2.232914924621582 (2.3446722182821707) | > grad_norm_0: tensor(7.9184, device='cuda:0') (tensor(8.8348, device='cuda:0')) | > loss_gen: 2.7250890731811523 (2.4839765949452186) | > loss_kl: 1.920980453491211 (1.9878102807288474) | > loss_feat: 7.2887420654296875 (6.948285736936204) | > loss_mel: 17.783203125 (17.211981469012322) | > loss_duration: 2.000889301300049 (1.9835045680086663) | > loss_1: 31.718902587890625 (30.61555856339475) | > grad_norm_1: tensor(223.8937, device='cuda:0') (tensor(91.7080, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3832 (0.3664502717079) | > loader_time: 0.0037 (0.003638698699626517)  --> TIME: 2024-06-12 04:29:37 -- STEP: 119/330 -- GLOBAL_STEP: 365650 | > loss_disc: 2.473012685775757 (2.3474373977725245) | > loss_disc_real_0: 0.09705059230327606 (0.10996131110592049) | > loss_disc_real_1: 0.1883777230978012 (0.19682442515838047) | > loss_disc_real_2: 0.24841193854808807 (0.21039158544119668) | > loss_disc_real_3: 0.23193266987800598 (0.22813357074721521) | > loss_disc_real_4: 0.242766872048378 (0.23040879461444727) | > loss_disc_real_5: 0.23177070915699005 (0.22237269242270655) | > loss_0: 2.473012685775757 (2.3474373977725245) | > grad_norm_0: tensor(13.4439, device='cuda:0') (tensor(8.7652, device='cuda:0')) | > loss_gen: 2.4368062019348145 (2.484401145903002) | > loss_kl: 2.168057441711426 (2.001498645093261) | > loss_feat: 6.537755012512207 (6.95179656774056) | > loss_mel: 16.960330963134766 (17.219090269393277) | > loss_duration: 1.9892299175262451 (1.9855136751126843) | > loss_1: 30.092178344726562 (30.64230024514078) | > grad_norm_1: tensor(133.3062, device='cuda:0') (tensor(97.3267, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3703 (0.3686111774765143) | > loader_time: 0.0051 (0.003755771813272428)  --> TIME: 2024-06-12 04:29:47 -- STEP: 144/330 -- GLOBAL_STEP: 365675 | > loss_disc: 2.299398899078369 (2.349792778491974) | > loss_disc_real_0: 0.13547442853450775 (0.11100662913587359) | > loss_disc_real_1: 0.15033288300037384 (0.1972048572368092) | > loss_disc_real_2: 0.17254261672496796 (0.20982372771120733) | > loss_disc_real_3: 0.2172282487154007 (0.22842825007521445) | > loss_disc_real_4: 0.21123738586902618 (0.23046331831978428) | > loss_disc_real_5: 0.19181913137435913 (0.22219778700835172) | > loss_0: 2.299398899078369 (2.349792778491974) | > grad_norm_0: tensor(6.2313, device='cuda:0') (tensor(8.7955, device='cuda:0')) | > loss_gen: 2.5546774864196777 (2.4843054413795467) | > loss_kl: 1.9854298830032349 (2.0135589490334196) | > loss_feat: 7.232729434967041 (6.959925091928906) | > loss_mel: 17.406970977783203 (17.23154550790786) | > loss_duration: 2.0035719871520996 (1.991222533914778) | > loss_1: 31.183380126953125 (30.68055746290419) | > grad_norm_1: tensor(68.4284, device='cuda:0') (tensor(95.5857, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3825 (0.3708845294184155) | > loader_time: 0.0049 (0.0038786696063147653)  --> TIME: 2024-06-12 04:29:57 -- STEP: 169/330 -- GLOBAL_STEP: 365700 | > loss_disc: 2.3974030017852783 (2.352676687861336) | > loss_disc_real_0: 0.11828254163265228 (0.11151591490006306) | > loss_disc_real_1: 0.17327387630939484 (0.19664005229811704) | > loss_disc_real_2: 0.26455235481262207 (0.21125964573501835) | > loss_disc_real_3: 0.2219865769147873 (0.22915822223446072) | > loss_disc_real_4: 0.21999292075634003 (0.2301521523464361) | > loss_disc_real_5: 0.24264651536941528 (0.2221491419704708) | > loss_0: 2.3974030017852783 (2.352676687861336) | > grad_norm_0: tensor(11.0807, device='cuda:0') (tensor(8.9595, device='cuda:0')) | > loss_gen: 2.4633607864379883 (2.4838759475911147) | > loss_kl: 2.097261667251587 (2.0184078237714145) | > loss_feat: 7.146312236785889 (6.982104640035234) | > loss_mel: 17.50969696044922 (17.238172683490095) | > loss_duration: 2.042356014251709 (1.9968597409287854) | > loss_1: 31.258989334106445 (30.71942078855616) | > grad_norm_1: tensor(204.2017, device='cuda:0') (tensor(103.4456, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3909 (0.3733257273950521) | > loader_time: 0.0052 (0.003977964615680759)  --> TIME: 2024-06-12 04:30:07 -- STEP: 194/330 -- GLOBAL_STEP: 365725 | > loss_disc: 2.3746681213378906 (2.356402108349752) | > loss_disc_real_0: 0.1840062439441681 (0.11320810999298833) | > loss_disc_real_1: 0.23956623673439026 (0.19739940847010964) | > loss_disc_real_2: 0.20992131531238556 (0.21080000928996764) | > loss_disc_real_3: 0.24095815420150757 (0.22939294615049952) | > loss_disc_real_4: 0.23324695229530334 (0.23119628867230466) | > loss_disc_real_5: 0.22825413942337036 (0.22299072906835793) | > loss_0: 2.3746681213378906 (2.356402108349752) | > grad_norm_0: tensor(33.6817, device='cuda:0') (tensor(10.4676, device='cuda:0')) | > loss_gen: 2.4952006340026855 (2.4814273598267844) | > loss_kl: 2.1586034297943115 (2.0240232569655197) | > loss_feat: 6.8564534187316895 (6.960016506234395) | > loss_mel: 16.356796264648438 (17.19215801573291) | > loss_duration: 2.0199756622314453 (2.0048603919363526) | > loss_1: 29.88702964782715 (30.662485466789953) | > grad_norm_1: tensor(381.6423, device='cuda:0') (tensor(127.0644, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.3974 (0.37625411859492675) | > loader_time: 0.0045 (0.0040948403250310825)  --> TIME: 2024-06-12 04:30:17 -- STEP: 219/330 -- GLOBAL_STEP: 365750 | > loss_disc: 2.3845720291137695 (2.3612008497595243) | > loss_disc_real_0: 0.16818678379058838 (0.11436258372106509) | > loss_disc_real_1: 0.20588044822216034 (0.1974542636985649) | > loss_disc_real_2: 0.23959612846374512 (0.21118466603701516) | > loss_disc_real_3: 0.2661797106266022 (0.22956834522556496) | > loss_disc_real_4: 0.2413703352212906 (0.23154115146153595) | > loss_disc_real_5: 0.20961524546146393 (0.2224575286586535) | > loss_0: 2.3845720291137695 (2.3612008497595243) | > grad_norm_0: tensor(38.6652, device='cuda:0') (tensor(12.9706, device='cuda:0')) | > loss_gen: 2.748753547668457 (2.483284272015366) | > loss_kl: 2.0342047214508057 (2.029271593921261) | > loss_feat: 7.672792911529541 (6.974912658673987) | > loss_mel: 16.670499801635742 (17.142893403632456) | > loss_duration: 2.0784215927124023 (2.012452988319746) | > loss_1: 31.204673767089844 (30.64281490622046) | > grad_norm_1: tensor(465.2873, device='cuda:0') (tensor(159.9963, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.4155 (0.37954324674388595) | > loader_time: 0.0056 (0.004197379769799912)  --> TIME: 2024-06-12 04:30:28 -- STEP: 244/330 -- GLOBAL_STEP: 365775 | > loss_disc: 2.3231711387634277 (2.35603327145342) | > loss_disc_real_0: 0.08204004168510437 (0.11450820968898594) | > loss_disc_real_1: 0.2079213410615921 (0.1968167221448461) | > loss_disc_real_2: 0.19550682604312897 (0.21035823024442937) | > loss_disc_real_3: 0.22587095201015472 (0.22913189439988527) | > loss_disc_real_4: 0.22530600428581238 (0.23102558581311194) | > loss_disc_real_5: 0.20758891105651855 (0.22196161056884) | > loss_0: 2.3231711387634277 (2.35603327145342) | > grad_norm_0: tensor(42.3443, device='cuda:0') (tensor(15.0904, device='cuda:0')) | > loss_gen: 2.713369607925415 (2.4915757452855334) | > loss_kl: 2.0489025115966797 (2.0279756887037257) | > loss_feat: 6.875725746154785 (6.988386945646317) | > loss_mel: 15.573294639587402 (17.108827043752214) | > loss_duration: 2.0382649898529053 (2.0215933278935867) | > loss_1: 29.249557495117188 (30.638358718059102) | > grad_norm_1: tensor(640.6748, device='cuda:0') (tensor(186.1686, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.441 (0.3836831157324745) | > loader_time: 0.0052 (0.004327000164594805)  --> TIME: 2024-06-12 04:30:39 -- STEP: 269/330 -- GLOBAL_STEP: 365800 | > loss_disc: 2.404578924179077 (2.3579664540556733) | > loss_disc_real_0: 0.10605686902999878 (0.1158733557092656) | > loss_disc_real_1: 0.16492681205272675 (0.19729483293777952) | > loss_disc_real_2: 0.18467552959918976 (0.2105728749005768) | > loss_disc_real_3: 0.22090262174606323 (0.22958599407655156) | > loss_disc_real_4: 0.23694148659706116 (0.23126724290360307) | > loss_disc_real_5: 0.21520382165908813 (0.2211410346195157) | > loss_0: 2.404578924179077 (2.3579664540556733) | > grad_norm_0: tensor(34.5615, device='cuda:0') (tensor(16.7982, device='cuda:0')) | > loss_gen: 2.4711923599243164 (2.4943114142435627) | > loss_kl: 2.038266181945801 (2.032260163565994) | > loss_feat: 7.422587871551514 (7.019762962724196) | > loss_mel: 17.468318939208984 (17.0869023596044) | > loss_duration: 2.13499116897583 (2.0305881433770567) | > loss_1: 31.535354614257812 (30.663824974825836) | > grad_norm_1: tensor(343.9933, device='cuda:0') (tensor(208.7223, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.4437 (0.38826600946901463) | > loader_time: 0.006 (0.0044612565448293)  --> TIME: 2024-06-12 04:30:51 -- STEP: 294/330 -- GLOBAL_STEP: 365825 | > loss_disc: 2.3995065689086914 (2.3601932931108545) | > loss_disc_real_0: 0.1313689947128296 (0.1169412364663721) | > loss_disc_real_1: 0.20069552958011627 (0.19732983182279437) | > loss_disc_real_2: 0.2084246575832367 (0.21077743314561387) | > loss_disc_real_3: 0.2499365359544754 (0.22984685236904898) | > loss_disc_real_4: 0.26312968134880066 (0.2315299740555335) | > loss_disc_real_5: 0.23522788286209106 (0.22131071189025633) | > loss_0: 2.3995065689086914 (2.3601932931108545) | > grad_norm_0: tensor(25.0523, device='cuda:0') (tensor(17.9000, device='cuda:0')) | > loss_gen: 2.490010976791382 (2.4925313579792854) | > loss_kl: 2.1138172149658203 (2.0348806470429825) | > loss_feat: 7.014957427978516 (7.028926594727705) | > loss_mel: 16.90797233581543 (17.05118145910251) | > loss_duration: 2.186816692352295 (2.041256547379657) | > loss_1: 30.71357536315918 (30.648776553926012) | > grad_norm_1: tensor(132.8622, device='cuda:0') (tensor(227.1256, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.4705 (0.39422882089809497) | > loader_time: 0.0066 (0.004617281511527338)  --> TIME: 2024-06-12 04:31:04 -- STEP: 319/330 -- GLOBAL_STEP: 365850 | > loss_disc: 2.482032299041748 (2.3633704260225215) | > loss_disc_real_0: 0.1495947539806366 (0.11804210069971773) | > loss_disc_real_1: 0.19473226368427277 (0.19772242976580298) | > loss_disc_real_2: 0.24264800548553467 (0.21111778774792125) | > loss_disc_real_3: 0.2393617331981659 (0.23026226577713946) | > loss_disc_real_4: 0.24733607470989227 (0.23158308788900464) | > loss_disc_real_5: 0.21167141199111938 (0.2214013599676772) | > loss_0: 2.482032299041748 (2.3633704260225215) | > grad_norm_0: tensor(31.2370, device='cuda:0') (tensor(19.0075, device='cuda:0')) | > loss_gen: 2.2291085720062256 (2.4883680545424203) | > loss_kl: 1.9988545179367065 (2.0377640948400235) | > loss_feat: 8.26923942565918 (7.042514250943653) | > loss_mel: 16.676660537719727 (17.004305642226658) | > loss_duration: 2.237053632736206 (2.0553810361037077) | > loss_1: 31.410917282104492 (30.62833302895477) | > grad_norm_1: tensor(245.3970, device='cuda:0') (tensor(243.1581, device='cuda:0')) | > current_lr_0: 0.0001800412147813635 | > current_lr_1: 0.0001800412147813635 | > step_time: 0.5521 (0.40341064847748875) | > loader_time: 0.0081 (0.004833308133212003)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.602827548980713 (2.602827548980713) | > loss_disc_real_0: 0.2410612851381302 (0.2410612851381302) | > loss_disc_real_1: 0.21058650314807892 (0.21058650314807892) | > loss_disc_real_2: 0.21510659158229828 (0.21510659158229828) | > loss_disc_real_3: 0.2919900715351105 (0.2919900715351105) | > loss_disc_real_4: 0.2623139023780823 (0.2623139023780823) | > loss_disc_real_5: 0.2613147795200348 (0.2613147795200348) | > loss_0: 2.602827548980713 (2.602827548980713) | > loss_gen: 2.415865421295166 (2.415865421295166) | > loss_kl: 1.8833484649658203 (1.8833484649658203) | > loss_feat: 5.777220249176025 (5.777220249176025) | > loss_mel: 14.088262557983398 (14.088262557983398) | > loss_duration: 3.147651195526123 (3.147651195526123) | > loss_1: 27.312347412109375 (27.312347412109375)  --> STEP: 1 | > loss_disc: 2.304532051086426 (2.304532051086426) | > loss_disc_real_0: 0.12446694076061249 (0.12446694076061249) | > loss_disc_real_1: 0.19443249702453613 (0.19443249702453613) | > loss_disc_real_2: 0.1692398339509964 (0.1692398339509964) | > loss_disc_real_3: 0.24019718170166016 (0.24019718170166016) | > loss_disc_real_4: 0.2558712065219879 (0.2558712065219879) | > loss_disc_real_5: 0.22545979917049408 (0.22545979917049408) | > loss_0: 2.304532051086426 (2.304532051086426) | > loss_gen: 2.456778049468994 (2.456778049468994) | > loss_kl: 3.5600221157073975 (3.5600221157073975) | > loss_feat: 6.071145534515381 (6.071145534515381) | > loss_mel: 17.894987106323242 (17.894987106323242) | > loss_duration: 2.5451087951660156 (2.5451087951660156) | > loss_1: 32.528038024902344 (32.528038024902344)  --> STEP: 2 | > loss_disc: 2.3986408710479736 (2.3515864610671997) | > loss_disc_real_0: 0.1329120248556137 (0.1286894828081131) | > loss_disc_real_1: 0.17296428978443146 (0.1836983934044838) | > loss_disc_real_2: 0.17387716472148895 (0.17155849933624268) | > loss_disc_real_3: 0.24531295895576477 (0.24275507032871246) | > loss_disc_real_4: 0.19306695461273193 (0.22446908056735992) | > loss_disc_real_5: 0.1897755265235901 (0.20761766284704208) | > loss_0: 2.3986408710479736 (2.3515864610671997) | > loss_gen: 2.347888708114624 (2.402333378791809) | > loss_kl: 3.0109636783599854 (3.2854928970336914) | > loss_feat: 6.913166046142578 (6.4921557903289795) | > loss_mel: 18.869705200195312 (18.382346153259277) | > loss_duration: 2.572007894515991 (2.5585583448410034) | > loss_1: 33.71372985839844 (33.12088394165039)  --> STEP: 3 | > loss_disc: 2.3059840202331543 (2.336385647455851) | > loss_disc_real_0: 0.17216554284095764 (0.14318150281906128) | > loss_disc_real_1: 0.27556347846984863 (0.21432008842627207) | > loss_disc_real_2: 0.16771309077739716 (0.17027669648329416) | > loss_disc_real_3: 0.284367173910141 (0.256625771522522) | > loss_disc_real_4: 0.20946042239665985 (0.2194661945104599) | > loss_disc_real_5: 0.16949889063835144 (0.1949114054441452) | > loss_0: 2.3059840202331543 (2.336385647455851) | > loss_gen: 2.6080164909362793 (2.4708944161732993) | > loss_kl: 3.5605905055999756 (3.3771920998891196) | > loss_feat: 6.5422234535217285 (6.5088450113932295) | > loss_mel: 12.90194034576416 (16.55554421742757) | > loss_duration: 2.381967782974243 (2.49969482421875) | > loss_1: 27.99473762512207 (31.412168502807617)  --> STEP: 4 | > loss_disc: 2.5609843730926514 (2.3925353288650513) | > loss_disc_real_0: 0.26268255710601807 (0.17305676639080048) | > loss_disc_real_1: 0.17418891191482544 (0.20428729429841042) | > loss_disc_real_2: 0.18477079272270203 (0.17390022054314613) | > loss_disc_real_3: 0.25921908020973206 (0.2572740986943245) | > loss_disc_real_4: 0.26346221566200256 (0.23046519979834557) | > loss_disc_real_5: 0.2544455826282501 (0.20979494974017143) | > loss_0: 2.5609843730926514 (2.3925353288650513) | > loss_gen: 2.3072755336761475 (2.4299896955490112) | > loss_kl: 4.199550628662109 (3.582781732082367) | > loss_feat: 5.263657569885254 (6.197548151016235) | > loss_mel: 18.594396591186523 (17.06525731086731) | > loss_duration: 2.3912477493286133 (2.472583055496216) | > loss_1: 32.75613021850586 (31.748158931732178)  --> STEP: 5 | > loss_disc: 2.305239200592041 (2.375076103210449) | > loss_disc_real_0: 0.2667269706726074 (0.19179080724716185) | > loss_disc_real_1: 0.3076431155204773 (0.22495845854282379) | > loss_disc_real_2: 0.13936032354831696 (0.1669922411441803) | > loss_disc_real_3: 0.19695867598056793 (0.24521101415157318) | > loss_disc_real_4: 0.15959134697914124 (0.2162904292345047) | > loss_disc_real_5: 0.16013391315937042 (0.19986274242401122) | > loss_0: 2.305239200592041 (2.375076103210449) | > loss_gen: 2.6869537830352783 (2.4813825130462646) | > loss_kl: 2.7269372940063477 (3.411612844467163) | > loss_feat: 7.873686790466309 (6.53277587890625) | > loss_mel: 18.685752868652344 (17.389356422424317) | > loss_duration: 2.3301424980163574 (2.444094944000244) | > loss_1: 34.30347442626953 (32.25922203063965)  --> STEP: 6 | > loss_disc: 2.4319000244140625 (2.3845467567443848) | > loss_disc_real_0: 0.150794118642807 (0.18495802581310272) | > loss_disc_real_1: 0.2029658406972885 (0.2212930222352346) | > loss_disc_real_2: 0.20176921784877777 (0.17278840392827988) | > loss_disc_real_3: 0.25648820400238037 (0.2470905457933744) | > loss_disc_real_4: 0.24579337239265442 (0.22120758642752966) | > loss_disc_real_5: 0.19248530268669128 (0.19863316913445792) | > loss_0: 2.4319000244140625 (2.3845467567443848) | > loss_gen: 2.4318606853485107 (2.473128875096639) | > loss_kl: 2.761658191680908 (3.303287069002787) | > loss_feat: 5.319095134735107 (6.3304957548777265) | > loss_mel: 16.023115158081055 (17.16164954503377) | > loss_duration: 2.2216789722442627 (2.407025615374247) | > loss_1: 28.757408142089844 (31.675586382548016)  --> STEP: 7 | > loss_disc: 2.1596062183380127 (2.352412394114903) | > loss_disc_real_0: 0.05886555835604668 (0.16694481617638043) | > loss_disc_real_1: 0.22209320962429047 (0.22140733471938542) | > loss_disc_real_2: 0.15441274642944336 (0.17016330999987467) | > loss_disc_real_3: 0.25020888447761536 (0.24753602274826594) | > loss_disc_real_4: 0.22824540734291077 (0.22221298941544124) | > loss_disc_real_5: 0.21318389475345612 (0.2007118442228862) | > loss_0: 2.1596062183380127 (2.352412394114903) | > loss_gen: 2.5761053562164307 (2.487839800970895) | > loss_kl: 4.838488578796387 (3.5226015704018727) | > loss_feat: 7.285717487335205 (6.466956002371652) | > loss_mel: 18.67404556274414 (17.377706118992396) | > loss_duration: 2.5429816246032715 (2.426447902406965) | > loss_1: 35.91733932495117 (32.28155108860561)  --> STEP: 8 | > loss_disc: 2.555912733078003 (2.3778499364852905) | > loss_disc_real_0: 0.26428717374801636 (0.17911261087283492) | > loss_disc_real_1: 0.2314707189798355 (0.22266525775194168) | > loss_disc_real_2: 0.18036334216594696 (0.1714383140206337) | > loss_disc_real_3: 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loss_0: 2.695436477661133 (2.413137329949273) | > loss_gen: 2.3288536071777344 (2.45719231499566) | > loss_kl: 2.4499588012695312 (3.3234038617875843) | > loss_feat: 8.114439964294434 (6.617785029941135) | > loss_mel: 18.565523147583008 (17.075826750861275) | > loss_duration: 2.162581205368042 (2.3793612321217856) | > loss_1: 33.62135696411133 (31.85356903076172)  --> STEP: 10 | > loss_disc: 2.4283671379089355 (2.4146603107452393) | > loss_disc_real_0: 0.16114278137683868 (0.19270007871091366) | > loss_disc_real_1: 0.189518004655838 (0.2100810393691063) | > loss_disc_real_2: 0.2176724672317505 (0.17989412397146226) | > loss_disc_real_3: 0.26428818702697754 (0.25063925981521606) | > loss_disc_real_4: 0.1871732920408249 (0.2289290636777878) | > loss_disc_real_5: 0.22691230475902557 (0.20954940766096114) | > loss_0: 2.4283671379089355 (2.4146603107452393) | > loss_gen: 2.3963232040405273 (2.4511054039001463) | > loss_kl: 3.242567777633667 (3.3153202533721924) | > loss_feat: 6.8315582275390625 (6.639162349700928) | > loss_mel: 18.862810134887695 (17.254525089263915) | > loss_duration: 2.4081027507781982 (2.382235383987427) | > loss_1: 33.741363525390625 (32.04234848022461)  --> STEP: 11 | > loss_disc: 2.2931110858917236 (2.4036103812131016) | > loss_disc_real_0: 0.1027921512722969 (0.1845266307619485) | > loss_disc_real_1: 0.2834523320198059 (0.21675115688280625) | > loss_disc_real_2: 0.15678910911083221 (0.17779366807504135) | > loss_disc_real_3: 0.27280715107917786 (0.2526545226573944) | > loss_disc_real_4: 0.23544390499591827 (0.229521321979436) | > loss_disc_real_5: 0.2214941680431366 (0.21063529496843164) | > loss_0: 2.2931110858917236 (2.4036103812131016) | > loss_gen: 2.5792360305786133 (2.462753642689098) | > loss_kl: 3.8147239685058594 (3.3607205911116167) | > loss_feat: 7.708576679229736 (6.736381834203547) | > loss_mel: 17.248098373413086 (17.253940842368387) | > loss_duration: 2.545680046081543 (2.397093989632346) | > loss_1: 33.89631652832031 (32.21089103005149)  --> STEP: 12 | > loss_disc: 2.552375078201294 (2.4160074392954507) | > loss_disc_real_0: 0.18771332502365112 (0.18479218861709037) | > loss_disc_real_1: 0.21049736440181732 (0.2162300075093905) | > loss_disc_real_2: 0.19815784692764282 (0.1794906829794248) | > loss_disc_real_3: 0.24374346435070038 (0.2519119344651699) | > loss_disc_real_4: 0.23748856782913208 (0.23018525913357735) | > loss_disc_real_5: 0.19122539460659027 (0.20901780327161154) | > loss_0: 2.552375078201294 (2.4160074392954507) | > loss_gen: 2.2870795726776123 (2.4481141368548074) | > loss_kl: 2.43361234664917 (3.283461570739746) | > loss_feat: 6.252927303314209 (6.6960939566294355) | > loss_mel: 17.299728393554688 (17.25775647163391) | > loss_duration: 2.212740182876587 (2.3817311724026995) | > loss_1: 30.486085891723633 (32.06715726852417)  --> STEP: 13 | > loss_disc: 2.5868380069732666 (2.429148252193744) | > loss_disc_real_0: 0.19954779744148254 (0.18592723544973594) | > loss_disc_real_1: 0.27579817175865173 (0.22081217399010292) | > loss_disc_real_2: 0.18550555408000946 (0.17995336537177747) | > loss_disc_real_3: 0.2159627377986908 (0.2491466116446715) | > loss_disc_real_4: 0.24694404006004333 (0.2314743961279209) | > loss_disc_real_5: 0.16754527390003204 (0.20582760870456696) | > loss_0: 2.5868380069732666 (2.429148252193744) | > loss_gen: 2.1236422061920166 (2.4231547575730543) | > loss_kl: 3.5993216037750244 (3.3077584963578444) | > loss_feat: 4.667031288146973 (6.540012212900015) | > loss_mel: 14.828086853027344 (17.070858808664177) | > loss_duration: 2.3064820766448975 (2.37594278042133) | > loss_1: 27.524564743041992 (31.71772707425631)  --> STEP: 14 | > loss_disc: 2.537168264389038 (2.436863967350551) | > loss_disc_real_0: 0.17122802138328552 (0.18487729158784663) | > loss_disc_real_1: 0.1969570517539978 (0.21910823668752397) | > loss_disc_real_2: 0.2923750579357147 (0.18798348626920156) | > loss_disc_real_3: 0.30675968527793884 (0.2532618311899049) | > loss_disc_real_4: 0.2704508900642395 (0.2342584314090865) | > loss_disc_real_5: 0.2027079463005066 (0.2056047756757055) | > loss_0: 2.537168264389038 (2.436863967350551) | > loss_gen: 2.562805414199829 (2.4331298044749667) | > loss_kl: 3.9822561740875244 (3.3559369019099643) | > loss_feat: 7.35606050491333 (6.598301376615252) | > loss_mel: 18.549026489257812 (17.176442214420867) | > loss_duration: 2.4091343879699707 (2.3783136095319475) | > loss_1: 34.859283447265625 (31.94212395804269)  --> STEP: 15 | > loss_disc: 2.3734145164489746 (2.4326340039571126) | > loss_disc_real_0: 0.1941966861486435 (0.1854985845585664) | > loss_disc_real_1: 0.20613491535186768 (0.2182433485984802) | > loss_disc_real_2: 0.16016069054603577 (0.1861286332209905) | > loss_disc_real_3: 0.29605698585510254 (0.2561148415009181) | > loss_disc_real_4: 0.25973036885261536 (0.2359565605719884) | > loss_disc_real_5: 0.19850720465183258 (0.20513160427411398) | > loss_0: 2.3734145164489746 (2.4326340039571126) | > loss_gen: 2.5549423694610596 (2.4412506421407065) | > loss_kl: 3.5932650566101074 (3.371758778889974) | > loss_feat: 6.127155303955078 (6.566891638437907) | > loss_mel: 17.964759826660156 (17.22899672190349) | > loss_duration: 2.397047996520996 (2.379562568664551) | > loss_1: 32.63717269897461 (31.988460540771484)  --> STEP: 16 | > loss_disc: 2.670605421066284 (2.447507217526436) | > loss_disc_real_0: 0.25283437967300415 (0.18970707175321877) | > loss_disc_real_1: 0.2859753668308258 (0.22247659973800182) | > loss_disc_real_2: 0.18175248801708221 (0.18585512414574623) | > loss_disc_real_3: 0.25994911789894104 (0.25635448377579456) | > loss_disc_real_4: 0.2353990375995636 (0.23592171538621187) | > loss_disc_real_5: 0.26311734318733215 (0.2087557129561901) | > loss_0: 2.670605421066284 (2.447507217526436) | > loss_gen: 2.2458841800689697 (2.429040238261223) | > loss_kl: 3.174898386001587 (3.3594550043344498) | > loss_feat: 6.857547283172607 (6.585057616233826) | > loss_mel: 14.79637622833252 (17.0769579410553) | > loss_duration: 2.4136765003204346 (2.3816946893930435) | > loss_1: 29.488384246826172 (31.832205772399902)  --> STEP: 17 | > loss_disc: 2.615835428237915 (2.457408876980052) | > loss_disc_real_0: 0.16175732016563416 (0.18806296871865497) | > loss_disc_real_1: 0.24512216448783875 (0.22380869178210988) | > loss_disc_real_2: 0.2329363375902176 (0.18862460728953867) | > loss_disc_real_3: 0.2976096272468567 (0.25878125692115117) | > loss_disc_real_4: 0.3167044520378113 (0.24067364107160008) | > loss_disc_real_5: 0.3812592029571533 (0.21890297707389383) | > loss_0: 2.615835428237915 (2.457408876980052) | > loss_gen: 2.7798197269439697 (2.449674325830796) | > loss_kl: 2.2310099601745605 (3.2930758840897503) | > loss_feat: 6.367092132568359 (6.572236117194681) | > loss_mel: 16.583425521850586 (17.047926622278553) | > loss_duration: 2.432870388031006 (2.384705024607041) | > loss_1: 30.39421844482422 (31.747618282542508)  --> STEP: 18 | > loss_disc: 2.0247762203216553 (2.433373729387919) | > loss_disc_real_0: 0.12388339638710022 (0.1844974369224575) | > loss_disc_real_1: 0.16320928931236267 (0.22044205831156838) | > loss_disc_real_2: 0.13353212177753448 (0.18556391364998287) | > loss_disc_real_3: 0.23659206926822662 (0.25754852427376645) | > loss_disc_real_4: 0.1865159422159195 (0.23766488002406227) | > loss_disc_real_5: 0.1645863950252533 (0.21588538918230268) | > loss_0: 2.0247762203216553 (2.433373729387919) | > loss_gen: 2.742216110229492 (2.4659266471862793) | > loss_kl: 2.825338840484619 (3.267090492778354) | > loss_feat: 10.088602066040039 (6.7675897810194225) | > loss_mel: 18.680156707763672 (17.13860607147217) | > loss_duration: 2.273752212524414 (2.3785409794913397) | > loss_1: 36.61006164550781 (32.017754024929474)  --> STEP: 19 | > loss_disc: 2.438107967376709 (2.4336228998083818) | > loss_disc_real_0: 0.19160035252571106 (0.18487127458578662) | > loss_disc_real_1: 0.2399117350578308 (0.221466778140319) | > loss_disc_real_2: 0.23756234347820282 (0.18830067311462603) | > loss_disc_real_3: 0.2431342452764511 (0.2567898780107499) | > loss_disc_real_4: 0.2277149260044098 (0.23714119823355423) | > loss_disc_real_5: 0.16980856657028198 (0.21346029325535423) | > loss_0: 2.438107967376709 (2.4336228998083818) | > loss_gen: 2.3827784061431885 (2.461550423973485) | > loss_kl: 1.7393779754638672 (3.186684570814434) | > loss_feat: 6.42808198928833 (6.749720949875681) | > loss_mel: 16.986080169677734 (17.13057839243036) | > loss_duration: 2.3654065132141113 (2.3778496917925382) | > loss_1: 29.901723861694336 (31.906384016338148)  --> STEP: 20 | > loss_disc: 2.29358172416687 (2.426620841026306) | > loss_disc_real_0: 0.1697516292333603 (0.1841152923181653) | > loss_disc_real_1: 0.21714608371257782 (0.22125074341893197) | > loss_disc_real_2: 0.19708596169948578 (0.18873993754386903) | > loss_disc_real_3: 0.23025716841220856 (0.2554632425308228) | > loss_disc_real_4: 0.23812726140022278 (0.23719050139188766) | > loss_disc_real_5: 0.1570265144109726 (0.21063860431313514) | > loss_0: 2.29358172416687 (2.426620841026306) | > loss_gen: 2.5609002113342285 (2.466517913341522) | > loss_kl: 2.4493589401245117 (3.1498182892799376) | > loss_feat: 6.591792583465576 (6.741824531555176) | > loss_mel: 18.473220825195312 (17.197710514068607) | > loss_duration: 2.3245363235473633 (2.3751840233802795) | > loss_1: 32.39980697631836 (31.93105516433716)  --> STEP: 21 | > loss_disc: 2.518174886703491 (2.4309805574871244) | > loss_disc_real_0: 0.1439715176820755 (0.18220368400216103) | > loss_disc_real_1: 0.23053143918514252 (0.22169268131256104) | > loss_disc_real_2: 0.2730899453163147 (0.19275660458065214) | > loss_disc_real_3: 0.2895042598247528 (0.25708424335434327) | > loss_disc_real_4: 0.32394176721572876 (0.2413215140501658) | > loss_disc_real_5: 0.25955161452293396 (0.21296779527550652) | > loss_0: 2.518174886703491 (2.4309805574871244) | > loss_gen: 2.5831639766693115 (2.4720724877857028) | > loss_kl: 3.638070583343506 (3.17306839852106) | > loss_feat: 5.225033283233643 (6.669596376873198) | > loss_mel: 15.903314590454102 (17.136072612944105) | > loss_duration: 2.1928584575653076 (2.3665018535795665) | > loss_1: 29.54244041442871 (31.817311604817707)  --> STEP: 22 | > loss_disc: 2.3416764736175537 (2.4269212809475986) | > loss_disc_real_0: 0.1226867064833641 (0.1794983668422157) | > loss_disc_real_1: 0.19145268201828003 (0.22031813589009372) | > loss_disc_real_2: 0.1672595739364624 (0.19159764864227988) | > loss_disc_real_3: 0.23387359082698822 (0.25602921369400894) | > loss_disc_real_4: 0.274842232465744 (0.24284518306905573) | > loss_disc_real_5: 0.2587568461894989 (0.21504911577159708) | > loss_0: 2.3416764736175537 (2.4269212809475986) | > loss_gen: 2.369615077972412 (2.4674153327941895) | > loss_kl: 2.2743492126464844 (3.132217526435852) | > loss_feat: 6.4913835525512695 (6.661495793949474) | > loss_mel: 16.552743911743164 (17.109557671980426) | > loss_duration: 2.207444906234741 (2.35927199233662) | > loss_1: 29.895538330078125 (31.729958274147727)  --> STEP: 23 | > loss_disc: 2.7734062671661377 (2.441985845565796) | > loss_disc_real_0: 0.20290358364582062 (0.1805159849641116) | > loss_disc_real_1: 0.2089909315109253 (0.21982564874317334) | > loss_disc_real_2: 0.16022934019565582 (0.19023380914460059) | > loss_disc_real_3: 0.3273575007915497 (0.25913044356781506) | > loss_disc_real_4: 0.28969669342041016 (0.24488220525824506) | > loss_disc_real_5: 0.33259880542755127 (0.2201599718435951) | > loss_0: 2.7734062671661377 (2.441985845565796) | > loss_gen: 2.2268869876861572 (2.4569575786590576) | > loss_kl: 3.048102378845215 (3.1285603461058242) | > loss_feat: 6.489684104919434 (6.654025720513386) | > loss_mel: 15.483935356140137 (17.038878440856934) | > loss_duration: 2.2348556518554688 (2.3538625862287437) | > loss_1: 29.483463287353516 (31.63228457906972)  --> STEP: 24 | > loss_disc: 2.5028014183044434 (2.4445198277632394) | > loss_disc_real_0: 0.14365316927433014 (0.17898003431037068) | > loss_disc_real_1: 0.2690599858760834 (0.2218770794570446) | > loss_disc_real_2: 0.17346438765525818 (0.1895350832492113) | > loss_disc_real_3: 0.26418766379356384 (0.25934116107722127) | > loss_disc_real_4: 0.27159032225608826 (0.2459950434664885) | > loss_disc_real_5: 0.27154672145843506 (0.2223010864108801) | > loss_0: 2.5028014183044434 (2.4445198277632394) | > loss_gen: 2.398376226425171 (2.4545166889826455) | > loss_kl: 2.5794198513031006 (3.1056794921557107) | > loss_feat: 5.183449745178223 (6.592751721541087) | > loss_mel: 15.454019546508789 (16.972842653592426) | > loss_duration: 2.468827724456787 (2.3586528003215785) | > loss_1: 28.08409309387207 (31.48444326718648)  --> STEP: 25 | > loss_disc: 2.7360143661499023 (2.4561796092987063) | > loss_disc_real_0: 0.278161883354187 (0.18294730827212333) | > loss_disc_real_1: 0.3240920305252075 (0.22596567749977112) | > loss_disc_real_2: 0.2136031538248062 (0.1904978060722351) | > loss_disc_real_3: 0.26330846548080444 (0.2594998532533646) | > loss_disc_real_4: 0.2540464699268341 (0.24631710052490235) | > loss_disc_real_5: 0.2860267460346222 (0.22485011279582978) | > loss_0: 2.7360143661499023 (2.4561796092987063) | > loss_gen: 2.414717674255371 (2.4529247283935547) | > loss_kl: 3.3425822257995605 (3.1151556015014648) | > loss_feat: 5.8788981437683105 (6.564197578430176) | > loss_mel: 15.836490631103516 (16.92738857269287) | > loss_duration: 2.4428153038024902 (2.362019300460815) | > loss_1: 29.91550636291504 (31.421685791015626)  --> STEP: 26 | > loss_disc: 2.1918694972991943 (2.4460138357602634) | > loss_disc_real_0: 0.14012978971004486 (0.18130048063512033) | > loss_disc_real_1: 0.13178741931915283 (0.22234343680051658) | > loss_disc_real_2: 0.25096121430397034 (0.19282332177345568) | > loss_disc_real_3: 0.25006282329559326 (0.2591368905626811) | > loss_disc_real_4: 0.11301225423812866 (0.24118999105233413) | > loss_disc_real_5: 0.07816740870475769 (0.21920847033078855) | > loss_0: 2.1918694972991943 (2.4460138357602634) | > loss_gen: 2.391340494155884 (2.4505561039997983) | > loss_kl: 2.5397281646728516 (3.0930237770080566) | > loss_feat: 15.458037376403809 (6.9062683398907) | > loss_mel: 18.0467586517334 (16.97044126804058) | > loss_duration: 2.2653207778930664 (2.3583001265159016) | > loss_1: 40.70118713378906 (31.778589688814602) --> EVAL PERFORMANCE | > avg_loader_time: 0.002469933949984037 (+1.9192695617676215e-05) | > avg_loss_disc: 2.4460138357602634 (-0.016456136336693294) | > avg_loss_disc_real_0: 0.18130048063512033 (+0.017320895854097157) | > avg_loss_disc_real_1: 0.22234343680051658 (-0.024982616878472835) | > avg_loss_disc_real_2: 0.19282332177345568 (-0.020504139363765717) | > avg_loss_disc_real_3: 0.2591368905626811 (+0.03749590367078784) | > avg_loss_disc_real_4: 0.24118999105233413 (-0.0012130800348061632) | > avg_loss_disc_real_5: 0.21920847033078855 (-0.007884315000130565) | > avg_loss_0: 2.4460138357602634 (-0.016456136336693294) | > avg_loss_gen: 2.4505561039997983 (+0.12430650912798402) | > avg_loss_kl: 3.0930237770080566 (+0.012522128912118902) | > avg_loss_feat: 6.9062683398907 (+0.054370531669030164) | > avg_loss_mel: 16.97044126804058 (+0.03191815889798022) | > avg_loss_duration: 2.3583001265159016 (-0.0042583575615520175) | > avg_loss_1: 31.778589688814602 (+0.2188593057485697)  > EPOCH: 842/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:31:31)   --> TIME: 2024-06-12 04:31:37 -- STEP: 14/330 -- GLOBAL_STEP: 365875 | > loss_disc: 2.282623529434204 (2.280825768198285) | > loss_disc_real_0: 0.06699062883853912 (0.09503540928874697) | > loss_disc_real_1: 0.19681298732757568 (0.20032714307308197) | > loss_disc_real_2: 0.21723279356956482 (0.20489062049559184) | > loss_disc_real_3: 0.2350466102361679 (0.2247772983142308) | > loss_disc_real_4: 0.22500167787075043 (0.22582690949950898) | > loss_disc_real_5: 0.22704459726810455 (0.2180008813738823) | > loss_0: 2.282623529434204 (2.280825768198285) | > grad_norm_0: tensor(9.7664, device='cuda:0') (tensor(6.5387, device='cuda:0')) | > loss_gen: 2.5283002853393555 (2.5306175776890347) | > loss_kl: 1.868019938468933 (1.8869698132787431) | > loss_feat: 7.670973300933838 (7.1089968000139505) | > loss_mel: 17.019655227661133 (17.507613454546245) | > loss_duration: 1.9792752265930176 (2.0506087711879184) | > loss_1: 31.06622314453125 (31.08480657849993) | > grad_norm_1: tensor(64.4839, device='cuda:0') (tensor(77.5875, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3712 (0.3715324231556484) | > loader_time: 0.0039 (0.0032229082924979074)  --> TIME: 2024-06-12 04:31:46 -- STEP: 39/330 -- GLOBAL_STEP: 365900 | > loss_disc: 2.279782295227051 (2.2952905862759314) | > loss_disc_real_0: 0.10054824501276016 (0.09831636857527953) | > loss_disc_real_1: 0.21226754784584045 (0.19701478878657022) | > loss_disc_real_2: 0.20875662565231323 (0.20658015784544823) | > loss_disc_real_3: 0.2254902571439743 (0.2253360893481817) | > loss_disc_real_4: 0.23369576036930084 (0.22686310723806039) | > loss_disc_real_5: 0.2355446070432663 (0.2205793043741813) | > loss_0: 2.279782295227051 (2.2952905862759314) | > grad_norm_0: tensor(11.2026, device='cuda:0') (tensor(7.9454, device='cuda:0')) | > loss_gen: 2.4490320682525635 (2.529145454749083) | > loss_kl: 1.970276951789856 (1.9158264276308892) | > loss_feat: 7.172253608703613 (7.094071571643536) | > loss_mel: 17.02519989013672 (17.26955584990673) | > loss_duration: 1.9968903064727783 (2.0008437144450646) | > loss_1: 30.6136531829834 (30.809442911392605) | > grad_norm_1: tensor(69.5032, device='cuda:0') (tensor(73.8143, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3681 (0.3643469138023181) | > loader_time: 0.0035 (0.003354928432366787)  --> TIME: 2024-06-12 04:31:56 -- STEP: 64/330 -- GLOBAL_STEP: 365925 | > loss_disc: 2.3102595806121826 (2.3251839354634276) | > loss_disc_real_0: 0.11246305704116821 (0.10087609896436334) | > loss_disc_real_1: 0.18934321403503418 (0.1956159407272935) | > loss_disc_real_2: 0.18275777995586395 (0.20998724712990224) | > loss_disc_real_3: 0.22528493404388428 (0.22770523256622255) | > loss_disc_real_4: 0.2315659075975418 (0.23099533026106656) | > loss_disc_real_5: 0.20787613093852997 (0.22322791698388755) | > loss_0: 2.3102595806121826 (2.3251839354634276) | > grad_norm_0: tensor(11.5078, device='cuda:0') (tensor(8.8397, device='cuda:0')) | > loss_gen: 2.441060781478882 (2.504461120814085) | > loss_kl: 1.8908859491348267 (1.9389650207012892) | > loss_feat: 7.164494514465332 (7.058500297367573) | > loss_mel: 18.017091751098633 (17.29701656103135) | > loss_duration: 2.012430191040039 (1.987114435061812) | > loss_1: 31.525962829589844 (30.78605729341507) | > grad_norm_1: tensor(210.7016, device='cuda:0') (tensor(95.5078, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3618 (0.3645217902958393) | > loader_time: 0.0039 (0.0034535154700279236)  --> TIME: 2024-06-12 04:32:05 -- STEP: 89/330 -- GLOBAL_STEP: 365950 | > loss_disc: 2.3800981044769287 (2.3294838707098795) | > loss_disc_real_0: 0.13756054639816284 (0.10281344360849831) | > loss_disc_real_1: 0.17361433804035187 (0.1952569533265039) | > loss_disc_real_2: 0.2171228528022766 (0.2096000782559427) | > loss_disc_real_3: 0.24020928144454956 (0.22830237682615773) | > loss_disc_real_4: 0.26758235692977905 (0.23098215745406203) | > loss_disc_real_5: 0.24569474160671234 (0.22372702266393082) | > loss_0: 2.3800981044769287 (2.3294838707098795) | > grad_norm_0: tensor(14.8201, device='cuda:0') (tensor(8.9918, device='cuda:0')) | > loss_gen: 2.5361857414245605 (2.5081739773911034) | > loss_kl: 1.825415015220642 (1.9515714899877483) | > loss_feat: 6.657418727874756 (7.06072247965952) | > loss_mel: 17.260160446166992 (17.252444942345786) | > loss_duration: 2.009786367416382 (1.981947608208388) | > loss_1: 30.28896713256836 (30.75486054581203) | > grad_norm_1: tensor(52.8267, device='cuda:0') (tensor(106.1897, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3694 (0.3656115960539057) | > loader_time: 0.004 (0.0035461682951852176)  --> TIME: 2024-06-12 04:32:14 -- STEP: 114/330 -- GLOBAL_STEP: 365975 | > loss_disc: 2.4275455474853516 (2.331268649352224) | > loss_disc_real_0: 0.10152961313724518 (0.10366170526596538) | > loss_disc_real_1: 0.1714283525943756 (0.19488135529191872) | > loss_disc_real_2: 0.19129948318004608 (0.20868567351186484) | > loss_disc_real_3: 0.25806233286857605 (0.22811456560565715) | > loss_disc_real_4: 0.26742884516716003 (0.2313923989994484) | > loss_disc_real_5: 0.22876721620559692 (0.22354955827457862) | > loss_0: 2.4275455474853516 (2.331268649352224) | > grad_norm_0: tensor(8.2402, device='cuda:0') (tensor(9.0756, device='cuda:0')) | > loss_gen: 2.554952621459961 (2.5019917885462455) | > loss_kl: 1.9612895250320435 (1.969659059716944) | > loss_feat: 6.7416486740112305 (7.048721940893876) | > loss_mel: 17.396053314208984 (17.20109829149748) | > loss_duration: 2.0171117782592773 (1.9843376822638927) | > loss_1: 30.67105484008789 (30.705808739913138) | > grad_norm_1: tensor(59.2364, device='cuda:0') (tensor(103.1941, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3605 (0.366382124131186) | > loader_time: 0.0039 (0.0036117507700334514)  --> TIME: 2024-06-12 04:32:24 -- STEP: 139/330 -- GLOBAL_STEP: 366000 | > loss_disc: 2.4379734992980957 (2.346160087654059) | > loss_disc_real_0: 0.11665654927492142 (0.10663553670370321) | > loss_disc_real_1: 0.19857041537761688 (0.1961602111943334) | > loss_disc_real_2: 0.18997719883918762 (0.2105023958485761) | > loss_disc_real_3: 0.24593423306941986 (0.22919502468417874) | > loss_disc_real_4: 0.24914224445819855 (0.2316243776100145) | > loss_disc_real_5: 0.2327362447977066 (0.22463859499787253) | > loss_0: 2.4379734992980957 (2.346160087654059) | > grad_norm_0: tensor(17.4623, device='cuda:0') (tensor(8.9249, device='cuda:0')) | > loss_gen: 2.316570520401001 (2.486213426795796) | > loss_kl: 2.2743685245513916 (1.9823471968122524) | > loss_feat: 6.017853260040283 (7.018563946374028) | > loss_mel: 16.24964714050293 (17.226639809368326) | > loss_duration: 2.031581401824951 (1.990394192633869) | > loss_1: 28.89002227783203 (30.70415859085193) | > grad_norm_1: tensor(224.9097, device='cuda:0') (tensor(101.2138, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3726 (0.3681589287819622) | > loader_time: 0.004 (0.0037214807469210178) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_366000.pth  --> TIME: 2024-06-12 04:32:39 -- STEP: 164/330 -- GLOBAL_STEP: 366025 | > loss_disc: 2.4126288890838623 (2.3515843938036656) | > loss_disc_real_0: 0.18752557039260864 (0.10849835460142392) | > loss_disc_real_1: 0.2162828892469406 (0.19624680934882746) | > loss_disc_real_2: 0.19994661211967468 (0.21045366838210966) | > loss_disc_real_3: 0.24904397130012512 (0.22943940867738025) | > loss_disc_real_4: 0.2693384885787964 (0.23161934715945545) | > loss_disc_real_5: 0.2518564462661743 (0.22428612529141148) | > loss_0: 2.4126288890838623 (2.3515843938036656) | > grad_norm_0: tensor(18.3237, device='cuda:0') (tensor(9.9727, device='cuda:0')) | > loss_gen: 2.678912401199341 (2.4805556506645394) | > loss_kl: 1.9162453413009644 (1.9889268104623004) | > loss_feat: 7.153281211853027 (7.009455265068427) | > loss_mel: 17.2203426361084 (17.227246761322014) | > loss_duration: 2.082779884338379 (1.9951654738042413) | > loss_1: 31.051563262939453 (30.701350060904897) | > grad_norm_1: tensor(265.1739, device='cuda:0') (tensor(118.8752, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3793 (0.3702033990766945) | > loader_time: 0.0049 (0.00383927327830617)  --> TIME: 2024-06-12 04:32:48 -- STEP: 189/330 -- GLOBAL_STEP: 366050 | > loss_disc: 2.2921810150146484 (2.3505992031602) | > loss_disc_real_0: 0.08926046639680862 (0.11046060568914212) | > loss_disc_real_1: 0.17354412376880646 (0.1960140582587984) | > loss_disc_real_2: 0.21206241846084595 (0.2098890880428294) | > loss_disc_real_3: 0.21790315210819244 (0.22908311309637847) | > loss_disc_real_4: 0.2448912411928177 (0.23201315901266834) | > loss_disc_real_5: 0.21933341026306152 (0.22417913400937642) | > loss_0: 2.2921810150146484 (2.3505992031602) | > grad_norm_0: tensor(33.3211, device='cuda:0') (tensor(11.9615, device='cuda:0')) | > loss_gen: 2.573794364929199 (2.4831534012284866) | > loss_kl: 2.0909080505371094 (1.9902811681152022) | > loss_feat: 6.840230941772461 (6.995251352824862) | > loss_mel: 17.27631950378418 (17.18550433809795) | > loss_duration: 2.0782289505004883 (2.003221573653043) | > loss_1: 30.859481811523438 (30.65741192853009) | > grad_norm_1: tensor(394.7969, device='cuda:0') (tensor(141.8191, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3997 (0.372412531464188) | > loader_time: 0.0049 (0.0039523013685115425)  --> TIME: 2024-06-12 04:32:59 -- STEP: 214/330 -- GLOBAL_STEP: 366075 | > loss_disc: 2.428086996078491 (2.3547190717447575) | > loss_disc_real_0: 0.14654794335365295 (0.111773113032507) | > loss_disc_real_1: 0.22269870340824127 (0.19618660023557805) | > loss_disc_real_2: 0.20386546850204468 (0.2102278458459355) | > loss_disc_real_3: 0.2383819967508316 (0.22954283842695095) | > loss_disc_real_4: 0.23242639005184174 (0.23190287194240874) | > loss_disc_real_5: 0.19785204529762268 (0.22323363239520064) | > loss_0: 2.428086996078491 (2.3547190717447575) | > grad_norm_0: tensor(33.0405, device='cuda:0') (tensor(13.7919, device='cuda:0')) | > loss_gen: 2.42661190032959 (2.490290734255427) | > loss_kl: 1.8760042190551758 (1.998457752098547) | > loss_feat: 6.624939918518066 (7.011278896688301) | > loss_mel: 17.052024841308594 (17.16617227714752) | > loss_duration: 2.1022586822509766 (2.011253744642308) | > loss_1: 30.081838607788086 (30.67745345998033) | > grad_norm_1: tensor(325.2533, device='cuda:0') (tensor(170.0713, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.3908 (0.3749659261970875) | > loader_time: 0.005 (0.004069291542623643)  --> TIME: 2024-06-12 04:33:09 -- STEP: 239/330 -- GLOBAL_STEP: 366100 | > loss_disc: 2.262049674987793 (2.350336458892502) | > loss_disc_real_0: 0.14284318685531616 (0.11204671619701585) | > loss_disc_real_1: 0.1483176052570343 (0.19611378930602613) | > loss_disc_real_2: 0.18437711894512177 (0.20989670719811107) | > loss_disc_real_3: 0.19687409698963165 (0.22907850626372891) | > loss_disc_real_4: 0.1845223307609558 (0.231286093218556) | > loss_disc_real_5: 0.17514096200466156 (0.22210155533447426) | > loss_0: 2.262049674987793 (2.350336458892502) | > grad_norm_0: tensor(35.0351, device='cuda:0') (tensor(16.1826, device='cuda:0')) | > loss_gen: 2.5214576721191406 (2.4980017171245255) | > loss_kl: 2.0039193630218506 (2.0032875248577793) | > loss_feat: 7.374088764190674 (7.023681085977595) | > loss_mel: 17.14744758605957 (17.135930819491456) | > loss_duration: 2.0664122104644775 (2.0199109051516837) | > loss_1: 31.113325119018555 (30.68081211744492) | > grad_norm_1: tensor(609.0601, device='cuda:0') (tensor(200.1658, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.4022 (0.3780542427525858) | > loader_time: 0.0058 (0.004195239254620283)  --> TIME: 2024-06-12 04:33:20 -- STEP: 264/330 -- GLOBAL_STEP: 366125 | > loss_disc: 2.4249069690704346 (2.3564529753092556) | > loss_disc_real_0: 0.11614952236413956 (0.11386500911392046) | > loss_disc_real_1: 0.18714401125907898 (0.19678342726194498) | > loss_disc_real_2: 0.18972577154636383 (0.2103084489477403) | > loss_disc_real_3: 0.2095976173877716 (0.22949103141824403) | > loss_disc_real_4: 0.24206143617630005 (0.23188000076422186) | > loss_disc_real_5: 0.237397700548172 (0.2227168601344932) | > loss_0: 2.4249069690704346 (2.3564529753092556) | > grad_norm_0: tensor(15.8915, device='cuda:0') (tensor(16.7842, device='cuda:0')) | > loss_gen: 2.341879367828369 (2.4929782775315386) | > loss_kl: 1.9940084218978882 (2.0087966444817447) | > loss_feat: 6.855538368225098 (7.025133140159376) | > loss_mel: 16.681209564208984 (17.102050365823683) | > loss_duration: 2.138430595397949 (2.028216336712691) | > loss_1: 30.011066436767578 (30.657174811218724) | > grad_norm_1: tensor(372.2709, device='cuda:0') (tensor(212.6942, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.4413 (0.3841790195667381) | > loader_time: 0.006 (0.004344510309623947)  --> TIME: 2024-06-12 04:33:32 -- STEP: 289/330 -- GLOBAL_STEP: 366150 | > loss_disc: 2.4875898361206055 (2.3593389756951764) | > loss_disc_real_0: 0.11972430348396301 (0.11512224780956354) | > loss_disc_real_1: 0.2182040959596634 (0.19684180369839124) | > loss_disc_real_2: 0.2327452301979065 (0.21020780477969286) | > loss_disc_real_3: 0.2474641054868698 (0.22943873388956987) | > loss_disc_real_4: 0.2615799009799957 (0.23210104480127974) | > loss_disc_real_5: 0.23684774339199066 (0.22310592770370233) | > loss_0: 2.4875898361206055 (2.3593389756951764) | > grad_norm_0: tensor(16.3769, device='cuda:0') (tensor(17.2552, device='cuda:0')) | > loss_gen: 2.360668182373047 (2.4889330146221975) | > loss_kl: 1.9818493127822876 (2.0135087826672713) | > loss_feat: 6.210251808166504 (7.013018208804015) | > loss_mel: 15.713628768920898 (17.0519337901607) | > loss_duration: 2.188002109527588 (2.0381814790019512) | > loss_1: 28.45440101623535 (30.605575330529657) | > grad_norm_1: tensor(374.7215, device='cuda:0') (tensor(217.1705, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.4739 (0.3907368793619545) | > loader_time: 0.0062 (0.004521611652572262)  --> TIME: 2024-06-12 04:33:45 -- STEP: 314/330 -- GLOBAL_STEP: 366175 | > loss_disc: 2.453357696533203 (2.363920450969865) | > loss_disc_real_0: 0.09739251434803009 (0.11645812802254014) | > loss_disc_real_1: 0.20388947427272797 (0.19717609260682087) | > loss_disc_real_2: 0.23299135267734528 (0.2104546547790242) | > loss_disc_real_3: 0.22524458169937134 (0.22945926998071609) | > loss_disc_real_4: 0.19446653127670288 (0.23206068186243628) | > loss_disc_real_5: 0.2053120881319046 (0.2231009398011645) | > loss_0: 2.453357696533203 (2.363920450969865) | > grad_norm_0: tensor(42.0539, device='cuda:0') (tensor(17.7684, device='cuda:0')) | > loss_gen: 2.2915823459625244 (2.4818409757249693) | > loss_kl: 2.203294038772583 (2.0222447609445835) | > loss_feat: 7.285384178161621 (7.015615940093994) | > loss_mel: 17.21567726135254 (17.011594073787606) | > loss_duration: 2.2387397289276123 (2.051367036855902) | > loss_1: 31.234676361083984 (30.582662843594886) | > grad_norm_1: tensor(482.7843, device='cuda:0') (tensor(226.2277, device='cuda:0')) | > current_lr_0: 0.00018001870962951582 | > current_lr_1: 0.00018001870962951582 | > step_time: 0.5162 (0.3995269066209246) | > loader_time: 0.016 (0.004768319190687436)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5936105251312256 (2.5936105251312256) | > loss_disc_real_0: 0.3292461335659027 (0.3292461335659027) | > loss_disc_real_1: 0.2114756852388382 (0.2114756852388382) | > loss_disc_real_2: 0.27598726749420166 (0.27598726749420166) | > loss_disc_real_3: 0.2906847894191742 (0.2906847894191742) | > loss_disc_real_4: 0.2843823730945587 (0.2843823730945587) | > loss_disc_real_5: 0.2589237689971924 (0.2589237689971924) | > loss_0: 2.5936105251312256 (2.5936105251312256) | > loss_gen: 3.0332815647125244 (3.0332815647125244) | > loss_kl: 3.402789354324341 (3.402789354324341) | > loss_feat: 7.804154396057129 (7.804154396057129) | > loss_mel: 16.562013626098633 (16.562013626098633) | > loss_duration: 3.2166504859924316 (3.2166504859924316) | > loss_1: 34.018890380859375 (34.018890380859375)  --> STEP: 1 | > loss_disc: 2.3389828205108643 (2.3389828205108643) | > loss_disc_real_0: 0.1548582911491394 (0.1548582911491394) | > loss_disc_real_1: 0.20886941254138947 (0.20886941254138947) | > loss_disc_real_2: 0.16872848570346832 (0.16872848570346832) | > loss_disc_real_3: 0.22572430968284607 (0.22572430968284607) | > loss_disc_real_4: 0.2653406858444214 (0.2653406858444214) | > loss_disc_real_5: 0.2691470682621002 (0.2691470682621002) | > loss_0: 2.3389828205108643 (2.3389828205108643) | > loss_gen: 2.6645662784576416 (2.6645662784576416) | > loss_kl: 2.4863624572753906 (2.4863624572753906) | > loss_feat: 6.3234686851501465 (6.3234686851501465) | > loss_mel: 16.871816635131836 (16.871816635131836) | > loss_duration: 2.5445556640625 (2.5445556640625) | > loss_1: 30.890769958496094 (30.890769958496094)  --> STEP: 2 | > loss_disc: 2.4421162605285645 (2.3905495405197144) | > loss_disc_real_0: 0.12502847611904144 (0.13994338363409042) | > loss_disc_real_1: 0.1882619857788086 (0.19856569916009903) | > loss_disc_real_2: 0.1808338612318039 (0.1747811734676361) | > loss_disc_real_3: 0.258966863155365 (0.24234558641910553) | > loss_disc_real_4: 0.25456294417381287 (0.2599518150091171) | > loss_disc_real_5: 0.31832799315452576 (0.293737530708313) | > loss_0: 2.4421162605285645 (2.3905495405197144) | > loss_gen: 2.462686538696289 (2.5636264085769653) | > loss_kl: 3.24776029586792 (2.8670613765716553) | > loss_feat: 6.21901273727417 (6.271240711212158) | > loss_mel: 20.079137802124023 (18.47547721862793) | > loss_duration: 2.4954400062561035 (2.5199978351593018) | > loss_1: 34.5040397644043 (32.697404861450195)  --> STEP: 3 | > loss_disc: 2.370426654815674 (2.3838419119517007) | > loss_disc_real_0: 0.2022743672132492 (0.16072037816047668) | > loss_disc_real_1: 0.2306334227323532 (0.20925494035085043) | > loss_disc_real_2: 0.2610239088535309 (0.20352875192960104) | > loss_disc_real_3: 0.21674364805221558 (0.23381160696347555) | > loss_disc_real_4: 0.19560417532920837 (0.23850260178248087) | > loss_disc_real_5: 0.1849021166563034 (0.2574590593576431) | > loss_0: 2.370426654815674 (2.3838419119517007) | > loss_gen: 2.6436502933502197 (2.590301036834717) | > loss_kl: 2.92322039604187 (2.8857810497283936) | > loss_feat: 5.615792274475098 (6.052757898966472) | > loss_mel: 15.48523998260498 (17.478731473286945) | > loss_duration: 2.412038564682007 (2.48401141166687) | > loss_1: 29.07994270324707 (31.491584142049152)  --> STEP: 4 | > loss_disc: 2.3893227577209473 (2.3852121233940125) | > loss_disc_real_0: 0.13210314512252808 (0.15356606990098953) | > loss_disc_real_1: 0.15032944083213806 (0.19452356547117233) | > loss_disc_real_2: 0.25240781903266907 (0.21574851870536804) | > loss_disc_real_3: 0.20890140533447266 (0.22758405655622482) | > loss_disc_real_4: 0.20654839277267456 (0.2305140495300293) | > loss_disc_real_5: 0.21192456781864166 (0.24607543647289276) | > loss_0: 2.3893227577209473 (2.3852121233940125) | > loss_gen: 2.4407691955566406 (2.5529180765151978) | > loss_kl: 3.6258044242858887 (3.0707868933677673) | > loss_feat: 7.765326023101807 (6.480899930000305) | > loss_mel: 18.041929244995117 (17.61953091621399) | > loss_duration: 2.404202461242676 (2.4640591740608215) | > loss_1: 34.27803039550781 (32.18819570541382)  --> STEP: 5 | > loss_disc: 2.5972139835357666 (2.4276124954223635) | > loss_disc_real_0: 0.30943208932876587 (0.1847392737865448) | > loss_disc_real_1: 0.19173039495944977 (0.1939649313688278) | > loss_disc_real_2: 0.2483902871608734 (0.22227687239646912) | > loss_disc_real_3: 0.23166248202323914 (0.22839974164962767) | > loss_disc_real_4: 0.23198217153549194 (0.23080767393112184) | > loss_disc_real_5: 0.18501509726047516 (0.23386336863040924) | > loss_0: 2.5972139835357666 (2.4276124954223635) | > loss_gen: 2.3452646732330322 (2.5113873958587645) | > loss_kl: 2.9671847820281982 (3.0500664710998535) | > loss_feat: 5.949973106384277 (6.3747145652771) | > loss_mel: 17.945451736450195 (17.68471508026123) | > loss_duration: 2.3156046867370605 (2.4343682765960692) | > loss_1: 31.523479461669922 (32.05525245666504)  --> STEP: 6 | > loss_disc: 2.7297048568725586 (2.477961222330729) | > loss_disc_real_0: 0.24785244464874268 (0.1952581355969111) | > loss_disc_real_1: 0.2638949453830719 (0.20561993370453516) | > loss_disc_real_2: 0.2854049503803253 (0.23279821872711182) | > loss_disc_real_3: 0.2484215795993805 (0.23173671464125314) | > loss_disc_real_4: 0.24006573855876923 (0.2323506847023964) | > loss_disc_real_5: 0.2620985507965088 (0.23856923232475916) | > loss_0: 2.7297048568725586 (2.477961222330729) | > loss_gen: 2.2246642112731934 (2.463600198427836) | > loss_kl: 3.657924175262451 (3.1513760884602866) | > loss_feat: 3.623819589614868 (5.916232069333394) | > loss_mel: 14.721755027770996 (17.19088840484619) | > loss_duration: 2.181290626525879 (2.3921886682510376) | > loss_1: 26.409454345703125 (31.114286104838055)  --> STEP: 7 | > loss_disc: 2.414801836013794 (2.4689384528568814) | > loss_disc_real_0: 0.15687428414821625 (0.18977472824709757) | > loss_disc_real_1: 0.22894524037837982 (0.20895212037222727) | > loss_disc_real_2: 0.28940051794052124 (0.2408842614718846) | > loss_disc_real_3: 0.2584996223449707 (0.23555998717035567) | > loss_disc_real_4: 0.23255662620067596 (0.23238010491643632) | > loss_disc_real_5: 0.2695653736591339 (0.24299725251538412) | > loss_0: 2.414801836013794 (2.4689384528568814) | > loss_gen: 2.765374183654785 (2.5067107677459717) | > loss_kl: 4.540830612182617 (3.349869591849191) | > loss_feat: 6.007918357849121 (5.929330110549927) | > loss_mel: 18.625144958496094 (17.395782198224747) | > loss_duration: 2.506458282470703 (2.408512898853847) | > loss_1: 34.44572448730469 (31.590205873761857)  --> STEP: 8 | > loss_disc: 2.566453456878662 (2.481127828359604) | > loss_disc_real_0: 0.27343499660491943 (0.2002322617918253) | > loss_disc_real_1: 0.12915658950805664 (0.19897767901420593) | > loss_disc_real_2: 0.28193041682243347 (0.2460150308907032) | > loss_disc_real_3: 0.30315548181533813 (0.24400942400097847) | > loss_disc_real_4: 0.2184343934059143 (0.23063689097762108) | > loss_disc_real_5: 0.2101808488368988 (0.23889520205557346) | > loss_0: 2.566453456878662 (2.481127828359604) | > loss_gen: 2.5586397647857666 (2.513201892375946) | > loss_kl: 3.387831211090088 (3.354614794254303) | > loss_feat: 9.876276016235352 (6.422698348760605) | > loss_mel: 18.506155014038086 (17.534578800201416) | > loss_duration: 2.3452200889587402 (2.4006012976169586) | > loss_1: 36.67412185668945 (32.22569537162781)  --> STEP: 9 | > loss_disc: 2.4285120964050293 (2.4752816359202066) | > loss_disc_real_0: 0.41998061537742615 (0.22464874552355873) | > loss_disc_real_1: 0.18919649720191956 (0.197890881035063) | > loss_disc_real_2: 0.27731218934059143 (0.24949249294069079) | > loss_disc_real_3: 0.27483025193214417 (0.24743396043777466) | > loss_disc_real_4: 0.18800050020217896 (0.22589951422479418) | > loss_disc_real_5: 0.1783788949251175 (0.23217116792996725) | > loss_0: 2.4285120964050293 (2.4752816359202066) | > loss_gen: 3.047351837158203 (2.572551886240641) | > loss_kl: 2.667217254638672 (3.2782372898525662) | > loss_feat: 7.862104415893555 (6.582632356219822) | > loss_mel: 17.75969123840332 (17.55959129333496) | > loss_duration: 2.177006483078003 (2.3757574293348522) | > loss_1: 33.513370513916016 (32.36877038743761)  --> STEP: 10 | > loss_disc: 2.572146415710449 (2.484968113899231) | > loss_disc_real_0: 0.25575822591781616 (0.22775969356298448) | > loss_disc_real_1: 0.20416581630706787 (0.19851837456226348) | > loss_disc_real_2: 0.23172008991241455 (0.24771525263786315) | > loss_disc_real_3: 0.30604562163352966 (0.25329512655735015) | > loss_disc_real_4: 0.3062303066253662 (0.23393259346485137) | > loss_disc_real_5: 0.2702248692512512 (0.23597653806209565) | > loss_0: 2.572146415710449 (2.484968113899231) | > loss_gen: 2.767021894454956 (2.591998887062073) | > loss_kl: 3.0836281776428223 (3.258776378631592) | > loss_feat: 5.335428237915039 (6.457911944389343) | > loss_mel: 16.252458572387695 (17.428878021240234) | > loss_duration: 2.3863401412963867 (2.3768157005310058) | > loss_1: 29.824874877929688 (32.114380836486816)  --> STEP: 11 | > loss_disc: 2.44167423248291 (2.481032306497747) | > loss_disc_real_0: 0.17623759806156158 (0.22307586669921875) | > loss_disc_real_1: 0.1935034543275833 (0.1980624727227471) | > loss_disc_real_2: 0.3406592011451721 (0.256164702502164) | > loss_disc_real_3: 0.24597954750061035 (0.25263007391582837) | > loss_disc_real_4: 0.23474723100662231 (0.23400665142319418) | > loss_disc_real_5: 0.2546897530555725 (0.237677739425139) | > loss_0: 2.44167423248291 (2.481032306497747) | > loss_gen: 2.5758564472198486 (2.5905313925309614) | > loss_kl: 3.5697126388549805 (3.2870433113791724) | > loss_feat: 6.351865291595459 (6.448271339589899) | > loss_mel: 16.800867080688477 (17.37178611755371) | > loss_duration: 2.4808926582336426 (2.3862772421403364) | > loss_1: 31.779193878173828 (32.083909294822)  --> STEP: 12 | > loss_disc: 2.405579090118408 (2.4747445384661355) | > loss_disc_real_0: 0.2522282898426056 (0.22550523529450098) | > loss_disc_real_1: 0.16995659470558167 (0.19572031622131666) | > loss_disc_real_2: 0.2504606246948242 (0.2556893626848857) | > loss_disc_real_3: 0.26179131865501404 (0.2533935109774272) | > loss_disc_real_4: 0.24525126814842224 (0.2349437028169632) | > loss_disc_real_5: 0.24354104697704315 (0.23816634838779768) | > loss_0: 2.405579090118408 (2.4747445384661355) | > loss_gen: 2.6435794830322266 (2.5949520667394004) | > loss_kl: 3.120485544204712 (3.2731634974479675) | > loss_feat: 6.123235702514648 (6.421185036500295) | > loss_mel: 16.55657386779785 (17.30385176340739) | > loss_duration: 2.2525737285614014 (2.375135282675425) | > loss_1: 30.696447372436523 (31.968287467956543)  --> STEP: 13 | > loss_disc: 2.344052314758301 (2.46469129048861) | > loss_disc_real_0: 0.20839276909828186 (0.22418889174094567) | > loss_disc_real_1: 0.2970551550388336 (0.2035153038226641) | > loss_disc_real_2: 0.20046226680278778 (0.2514411245401089) | > loss_disc_real_3: 0.2500206530094147 (0.25313406036450314) | > loss_disc_real_4: 0.22715778648853302 (0.2343447861763147) | > loss_disc_real_5: 0.216384157538414 (0.2364907952455374) | > loss_0: 2.344052314758301 (2.46469129048861) | > loss_gen: 2.7824175357818604 (2.609372487434974) | > loss_kl: 3.0035221576690674 (3.2524218559265137) | > loss_feat: 5.542516231536865 (6.353595128426185) | > loss_mel: 16.280658721923828 (17.225144606370193) | > loss_duration: 2.272026538848877 (2.3672038408426137) | > loss_1: 29.881141662597656 (31.807737790621243)  --> STEP: 14 | > loss_disc: 2.2706525325775146 (2.4508313792092458) | > loss_disc_real_0: 0.14513865113258362 (0.21854244598320552) | > loss_disc_real_1: 0.15583735704421997 (0.20010973619563238) | > loss_disc_real_2: 0.22314345836639404 (0.24941986267055785) | > loss_disc_real_3: 0.24135585129261017 (0.2522927597165108) | > loss_disc_real_4: 0.26763805747032166 (0.2367228769830295) | > loss_disc_real_5: 0.23184619843959808 (0.23615903833082744) | > loss_0: 2.2706525325775146 (2.4508313792092458) | > loss_gen: 2.5759332180023193 (2.6069839681897844) | > loss_kl: 3.7704286575317383 (3.2894223417554582) | > loss_feat: 6.432314872741699 (6.359217967305865) | > loss_mel: 18.497323989868164 (17.316014562334335) | > loss_duration: 2.437368869781494 (2.3722156286239624) | > loss_1: 33.71337127685547 (31.943854468209402)  --> STEP: 15 | > loss_disc: 2.3281009197235107 (2.4426493485768637) | > loss_disc_real_0: 0.22724585235118866 (0.2191226730744044) | > loss_disc_real_1: 0.1982339322566986 (0.19998468259970348) | > loss_disc_real_2: 0.2098795771598816 (0.24678384363651276) | > loss_disc_real_3: 0.1972164809703827 (0.24862100780010224) | > loss_disc_real_4: 0.20992791652679443 (0.23493654628594715) | > loss_disc_real_5: 0.2686893939971924 (0.2383277287085851) | > loss_0: 2.3281009197235107 (2.4426493485768637) | > loss_gen: 2.6872572898864746 (2.612335522969564) | > loss_kl: 3.380082845687866 (3.2954663753509523) | > loss_feat: 9.193312644958496 (6.548157612482707) | > loss_mel: 16.206958770751953 (17.242077509562176) | > loss_duration: 2.443096160888672 (2.3769409974416096) | > loss_1: 33.91070556640625 (32.07497787475586)  --> STEP: 16 | > loss_disc: 2.5495572090148926 (2.4493310898542404) | > loss_disc_real_0: 0.24874088168144226 (0.22097381111234426) | > loss_disc_real_1: 0.26263222098350525 (0.20390015374869108) | > loss_disc_real_2: 0.16337443888187408 (0.24157075583934784) | > loss_disc_real_3: 0.2715795934200287 (0.25005591940134764) | > loss_disc_real_4: 0.2348867654800415 (0.23493343498557806) | > loss_disc_real_5: 0.257477730512619 (0.23952460382133722) | > loss_0: 2.5495572090148926 (2.4493310898542404) | > loss_gen: 2.596301794052124 (2.611333414912224) | > loss_kl: 2.84903621673584 (3.2675644904375076) | > loss_feat: 6.730623722076416 (6.5595617443323135) | > loss_mel: 16.08330726623535 (17.169654369354248) | > loss_duration: 2.377680778503418 (2.3769872337579727) | > loss_1: 30.636951446533203 (31.985101222991943)  --> STEP: 17 | > loss_disc: 2.63851261138916 (2.460459414650412) | > loss_disc_real_0: 0.32870176434516907 (0.22731074953780456) | > loss_disc_real_1: 0.25630372762680054 (0.20698271691799164) | > loss_disc_real_2: 0.3011740446090698 (0.24507683164933147) | > loss_disc_real_3: 0.28096479177474976 (0.25187408836448894) | > loss_disc_real_4: 0.25220605731010437 (0.23594947159290314) | > loss_disc_real_5: 0.345915824174881 (0.24578291090095744) | > loss_0: 2.63851261138916 (2.460459414650412) | > loss_gen: 3.062396287918091 (2.6378665250890396) | > loss_kl: 2.727108955383301 (3.2357729883754955) | > loss_feat: 6.442583084106445 (6.552680646671968) | > loss_mel: 16.314626693725586 (17.11935862372903) | > loss_duration: 2.432483196258545 (2.3802517021403595) | > loss_1: 30.979198455810547 (31.925930471981275)  --> STEP: 18 | > loss_disc: 2.605226755142212 (2.4685020446777344) | > loss_disc_real_0: 0.3648788630962372 (0.23495342251327303) | > loss_disc_real_1: 0.18692639470100403 (0.20586847679482567) | > loss_disc_real_2: 0.2228122055530548 (0.2438399079773161) | > loss_disc_real_3: 0.24258120357990265 (0.2513578169875675) | > loss_disc_real_4: 0.2540473937988281 (0.23695491171545452) | > loss_disc_real_5: 0.3097755014896393 (0.2493380548225509) | > loss_0: 2.605226755142212 (2.4685020446777344) | > loss_gen: 2.883742332458496 (2.6515262921651206) | > loss_kl: 3.5110855102539062 (3.2510681284798517) | > loss_feat: 7.205110549926758 (6.588926752408345) | > loss_mel: 18.10245704650879 (17.173975202772354) | > loss_duration: 2.2797513008117676 (2.374668346510993) | > loss_1: 33.982147216796875 (32.04016473558214)  --> STEP: 19 | > loss_disc: 2.6740612983703613 (2.47932095276682) | > loss_disc_real_0: 0.3340933322906494 (0.240171312501556) | > loss_disc_real_1: 0.187960684299469 (0.2049259614003332) | > loss_disc_real_2: 0.23499155044555664 (0.24337420494932877) | > loss_disc_real_3: 0.2728540301322937 (0.2524891966267636) | > loss_disc_real_4: 0.2751307487487793 (0.23896416629615583) | > loss_disc_real_5: 0.2735559940338135 (0.250612683202091) | > loss_0: 2.6740612983703613 (2.47932095276682) | > loss_gen: 2.5635626316070557 (2.6468966258199593) | > loss_kl: 2.427731513977051 (3.2077346224533883) | > loss_feat: 5.373006343841553 (6.524930941431146) | > loss_mel: 16.410533905029297 (17.133794081838506) | > loss_duration: 2.35688853263855 (2.373732566833496) | > loss_1: 29.13172149658203 (31.887088775634766)  --> STEP: 20 | > loss_disc: 2.2903311252593994 (2.469871461391449) | > loss_disc_real_0: 0.19853781163692474 (0.23808963745832443) | > loss_disc_real_1: 0.17451687157154083 (0.20340550690889359) | > loss_disc_real_2: 0.31673455238342285 (0.24704222232103348) | > loss_disc_real_3: 0.22519433498382568 (0.2511244535446167) | > loss_disc_real_4: 0.2228914499282837 (0.23816053047776223) | > loss_disc_real_5: 0.19453592598438263 (0.2478088453412056) | > loss_0: 2.2903311252593994 (2.469871461391449) | > loss_gen: 2.8707852363586426 (2.658091056346893) | > loss_kl: 2.4702281951904297 (3.1708593010902404) | > loss_feat: 7.7786664962768555 (6.587617719173432) | > loss_mel: 20.48454475402832 (17.301331615447996) | > loss_duration: 2.3314871788024902 (2.371620297431946) | > loss_1: 35.93571090698242 (32.08951988220215)  --> STEP: 21 | > loss_disc: 2.3797969818115234 (2.4655822004590715) | > loss_disc_real_0: 0.1744402050971985 (0.23505871210779464) | > loss_disc_real_1: 0.188552588224411 (0.20269822506677537) | > loss_disc_real_2: 0.20072829723358154 (0.2448367973168691) | > loss_disc_real_3: 0.2515760362148285 (0.2511459574812934) | > loss_disc_real_4: 0.26435843110084534 (0.2394080495550519) | > loss_disc_real_5: 0.19908609986305237 (0.24548871460415067) | > loss_0: 2.3797969818115234 (2.4655822004590715) | > loss_gen: 2.4131686687469482 (2.6464280855088007) | > loss_kl: 2.6589856147766113 (3.146484363646734) | > loss_feat: 4.88081169128418 (6.506341241654896) | > loss_mel: 15.477065086364746 (17.214461780729746) | > loss_duration: 2.1397197246551514 (2.360577413014003) | > loss_1: 27.56974983215332 (31.874292736961728)  --> STEP: 22 | > loss_disc: 2.696117877960205 (2.4760610948909414) | > loss_disc_real_0: 0.2170793116092682 (0.23424146663058887) | > loss_disc_real_1: 0.21317213773727417 (0.2031743120063435) | > loss_disc_real_2: 0.29725515842437744 (0.24721945009448312) | > loss_disc_real_3: 0.260319322347641 (0.2515629286115819) | > loss_disc_real_4: 0.3030288517475128 (0.24229990420016376) | > loss_disc_real_5: 0.3359503448009491 (0.24960060688582333) | > loss_0: 2.696117877960205 (2.4760610948909414) | > loss_gen: 2.5345866680145264 (2.6413443847136064) | > loss_kl: 2.2886242866516113 (3.10749072378332) | > loss_feat: 5.352112770080566 (6.45387631112879) | > loss_mel: 15.038448333740234 (17.115552078593858) | > loss_duration: 2.2036144733428955 (2.353442733938044) | > loss_1: 27.417387008666992 (31.671706112948332)  --> STEP: 23 | > loss_disc: 2.5078821182250977 (2.4774446176446) | > loss_disc_real_0: 0.2724999785423279 (0.23590488019196884) | > loss_disc_real_1: 0.17819829285144806 (0.2020883981300437) | > loss_disc_real_2: 0.24116623401641846 (0.24695626678674118) | > loss_disc_real_3: 0.23293939232826233 (0.2507532096427419) | > loss_disc_real_4: 0.2655448019504547 (0.24331055192843729) | > loss_disc_real_5: 0.27585718035697937 (0.25074219703674316) | > loss_0: 2.5078821182250977 (2.4774446176446) | > loss_gen: 2.5567665100097656 (2.6376670858134394) | > loss_kl: 2.7458789348602295 (3.0917684720910112) | > loss_feat: 5.69781494140625 (6.421004077662593) | > loss_mel: 16.633708953857422 (17.09460237751836) | > loss_duration: 2.3095760345458984 (2.3515354861383853) | > loss_1: 29.94374656677246 (31.59657743702764)  --> STEP: 24 | > loss_disc: 2.485389471054077 (2.4777756532033286) | > loss_disc_real_0: 0.2637972831726074 (0.23706706364949545) | > loss_disc_real_1: 0.17080329358577728 (0.20078485210736594) | > loss_disc_real_2: 0.2759609818458557 (0.24816479658087096) | > loss_disc_real_3: 0.28196585178375244 (0.25205373639861733) | > loss_disc_real_4: 0.232328400015831 (0.242852962265412) | > loss_disc_real_5: 0.25977471470832825 (0.2511185519397259) | > loss_0: 2.485389471054077 (2.4777756532033286) | > loss_gen: 2.7502973079681396 (2.6423600117365518) | > loss_kl: 2.524258613586426 (3.068122227986654) | > loss_feat: 7.97493839263916 (6.485751340786616) | > loss_mel: 16.7623291015625 (17.080757657686863) | > loss_duration: 2.416037082672119 (2.354223052660624) | > loss_1: 32.427860260009766 (31.63121422131856)  --> STEP: 25 | > loss_disc: 2.756396532058716 (2.488920488357544) | > loss_disc_real_0: 0.27467554807662964 (0.2385714030265808) | > loss_disc_real_1: 0.22738716006278992 (0.20184894442558288) | > loss_disc_real_2: 0.3013504445552826 (0.2502922224998474) | > loss_disc_real_3: 0.3554324209690094 (0.256188883781433) | > loss_disc_real_4: 0.32239431142807007 (0.24603461623191833) | > loss_disc_real_5: 0.34552469849586487 (0.25489479780197144) | > loss_0: 2.756396532058716 (2.488920488357544) | > loss_gen: 2.848583698272705 (2.650608959197998) | > loss_kl: 3.34486722946167 (3.079192028045654) | > loss_feat: 5.754374980926514 (6.456496286392212) | > loss_mel: 15.883447647094727 (17.03286525726318) | > loss_duration: 2.419921636581421 (2.356850996017456) | > loss_1: 30.25119400024414 (31.576013412475586)  --> STEP: 26 | > loss_disc: 2.7788186073303223 (2.500070416010343) | > loss_disc_real_0: 0.2708461284637451 (0.2398127386203179) | > loss_disc_real_1: 0.2256833016872406 (0.2027656504741082) | > loss_disc_real_2: 0.20992262661457062 (0.24873954573502907) | > loss_disc_real_3: 0.2671433985233307 (0.25661021127150596) | > loss_disc_real_4: 0.2639097273349762 (0.24672212050511286) | > loss_disc_real_5: 0.286638468503952 (0.2561157082135861) | > loss_0: 2.7788186073303223 (2.500070416010343) | > loss_gen: 2.4447731971740723 (2.642692199120155) | > loss_kl: 2.3051981925964355 (3.0494230343745303) | > loss_feat: 7.904308319091797 (6.512181364572966) | > loss_mel: 11.459028244018555 (16.818486910599923) | > loss_duration: 2.2719388008117676 (2.3535851423556986) | > loss_1: 26.38524627685547 (31.376368522644043) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024663851811335636 (-3.548768850473224e-06) | > avg_loss_disc: 2.500070416010343 (+0.054056580250079644) | > avg_loss_disc_real_0: 0.2398127386203179 (+0.058512257985197574) | > avg_loss_disc_real_1: 0.2027656504741082 (-0.019577786326408386) | > avg_loss_disc_real_2: 0.24873954573502907 (+0.05591622396157339) | > avg_loss_disc_real_3: 0.25661021127150596 (-0.0025266792911751157) | > avg_loss_disc_real_4: 0.24672212050511286 (+0.005532129452778728) | > avg_loss_disc_real_5: 0.2561157082135861 (+0.03690723788279754) | > avg_loss_0: 2.500070416010343 (+0.054056580250079644) | > avg_loss_gen: 2.642692199120155 (+0.19213609512035656) | > avg_loss_kl: 3.0494230343745303 (-0.04360074263352631) | > avg_loss_feat: 6.512181364572966 (-0.39408697531773473) | > avg_loss_mel: 16.818486910599923 (-0.15195435744065833) | > avg_loss_duration: 2.3535851423556986 (-0.004714984160202995) | > avg_loss_1: 31.376368522644043 (-0.40222116617055903)  > EPOCH: 843/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:34:14)   --> TIME: 2024-06-12 04:34:18 -- STEP: 9/330 -- GLOBAL_STEP: 366200 | > loss_disc: 2.3787598609924316 (2.3446371820237903) | > loss_disc_real_0: 0.13716749846935272 (0.10598575489388572) | > loss_disc_real_1: 0.20795370638370514 (0.20991837316089207) | > loss_disc_real_2: 0.22873349487781525 (0.20883650912178886) | > loss_disc_real_3: 0.2506243586540222 (0.23100083735254076) | > loss_disc_real_4: 0.2233940213918686 (0.2345426165395313) | > loss_disc_real_5: 0.2366507649421692 (0.234424384103881) | > loss_0: 2.3787598609924316 (2.3446371820237903) | > grad_norm_0: tensor(6.9825, device='cuda:0') (tensor(10.2672, device='cuda:0')) | > loss_gen: 2.6492512226104736 (2.507784605026245) | > loss_kl: 1.9993659257888794 (1.9940402110417683) | > loss_feat: 6.282344341278076 (6.608613967895508) | > loss_mel: 17.57485580444336 (17.64150004916721) | > loss_duration: 2.0584897994995117 (2.0983763800726996) | > loss_1: 30.564308166503906 (30.85031509399414) | > grad_norm_1: tensor(59.8088, device='cuda:0') (tensor(95.1566, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3548 (0.3752787113189697) | > loader_time: 0.0029 (0.003216346104939779)  --> TIME: 2024-06-12 04:34:28 -- STEP: 34/330 -- GLOBAL_STEP: 366225 | > loss_disc: 2.3722872734069824 (2.3458602428436275) | > loss_disc_real_0: 0.11236521601676941 (0.10914181019453441) | > loss_disc_real_1: 0.18997390568256378 (0.1999223521527122) | > loss_disc_real_2: 0.2088971734046936 (0.20610837156281753) | > loss_disc_real_3: 0.26551759243011475 (0.22957646627636516) | > loss_disc_real_4: 0.23676787316799164 (0.2332692308460965) | > loss_disc_real_5: 0.1956137865781784 (0.22334217806072795) | > loss_0: 2.3722872734069824 (2.3458602428436275) | > grad_norm_0: tensor(11.4772, device='cuda:0') (tensor(9.2898, device='cuda:0')) | > loss_gen: 2.5633885860443115 (2.489817822680754) | > loss_kl: 2.0162768363952637 (1.994389954735251) | > loss_feat: 7.526078224182129 (6.863617658615112) | > loss_mel: 17.39801788330078 (17.354966051438282) | > loss_duration: 1.990868330001831 (2.0015508146847005) | > loss_1: 31.49462890625 (30.70434222501867) | > grad_norm_1: tensor(151.4904, device='cuda:0') (tensor(100.2113, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3718 (0.368631545235129) | > loader_time: 0.0039 (0.0034315445843864888)  --> TIME: 2024-06-12 04:34:37 -- STEP: 59/330 -- GLOBAL_STEP: 366250 | > loss_disc: 2.3248770236968994 (2.366799504069958) | > loss_disc_real_0: 0.08043397963047028 (0.10984343782824985) | > loss_disc_real_1: 0.1578059196472168 (0.19814612072403148) | > loss_disc_real_2: 0.2720515727996826 (0.21066204647896652) | > loss_disc_real_3: 0.21851475536823273 (0.22974920828463669) | > loss_disc_real_4: 0.22595307230949402 (0.2343468380681539) | > loss_disc_real_5: 0.18995152413845062 (0.22357377536216025) | > loss_0: 2.3248770236968994 (2.366799504069958) | > grad_norm_0: tensor(8.2867, device='cuda:0') (tensor(9.4007, device='cuda:0')) | > loss_gen: 2.5601537227630615 (2.48286581443528) | > loss_kl: 1.9128103256225586 (1.9875038417719177) | > loss_feat: 6.517930507659912 (6.934651302079023) | > loss_mel: 16.323707580566406 (17.302196535013493) | > loss_duration: 1.954433560371399 (1.9854704444691291) | > loss_1: 29.26903533935547 (30.692687826641535) | > grad_norm_1: tensor(124.7999, device='cuda:0') (tensor(101.0889, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3652 (0.37094554658663476) | > loader_time: 0.0035 (0.003524913626202082)  --> TIME: 2024-06-12 04:34:47 -- STEP: 84/330 -- GLOBAL_STEP: 366275 | > loss_disc: 2.4104020595550537 (2.3635385235150657) | > loss_disc_real_0: 0.09804423153400421 (0.11034320241638593) | > loss_disc_real_1: 0.17180335521697998 (0.1968825129526002) | > loss_disc_real_2: 0.20877227187156677 (0.21102666304934592) | > loss_disc_real_3: 0.2182997614145279 (0.22913291358522006) | > loss_disc_real_4: 0.23225483298301697 (0.23362108107124055) | > loss_disc_real_5: 0.2215948849916458 (0.2229749168313685) | > loss_0: 2.4104020595550537 (2.3635385235150657) | > grad_norm_0: tensor(7.2056, device='cuda:0') (tensor(11.2467, device='cuda:0')) | > loss_gen: 2.4370055198669434 (2.491654654343923) | > loss_kl: 1.9734535217285156 (1.9940307041009266) | > loss_feat: 6.828553199768066 (6.996383428573608) | > loss_mel: 16.9827880859375 (17.26942189534505) | > loss_duration: 2.0562214851379395 (1.9805041239375163) | > loss_1: 30.27802085876465 (30.731994765145437) | > grad_norm_1: tensor(189.6388, device='cuda:0') (tensor(139.6958, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3638 (0.3707555986586072) | > loader_time: 0.0037 (0.003657630511692592)  --> TIME: 2024-06-12 04:34:56 -- STEP: 109/330 -- GLOBAL_STEP: 366300 | > loss_disc: 2.306659460067749 (2.3654358736965633) | > loss_disc_real_0: 0.11772692948579788 (0.11203828679585676) | > loss_disc_real_1: 0.2160247415304184 (0.19560372774754095) | > loss_disc_real_2: 0.2276047021150589 (0.2119741616172528) | > loss_disc_real_3: 0.20746567845344543 (0.23078425337962055) | > loss_disc_real_4: 0.1982855498790741 (0.23428667931381716) | > loss_disc_real_5: 0.20175984501838684 (0.22315684740149647) | > loss_0: 2.306659460067749 (2.3654358736965633) | > grad_norm_0: tensor(5.9496, device='cuda:0') (tensor(12.2598, device='cuda:0')) | > loss_gen: 2.434674024581909 (2.4912402214260267) | > loss_kl: 1.9382965564727783 (2.000229651774835) | > loss_feat: 7.030094623565674 (6.9863958052538955) | > loss_mel: 16.94243049621582 (17.247233732031027) | > loss_duration: 1.9289952516555786 (1.9832747255990266) | > loss_1: 30.274490356445312 (30.70837405843472) | > grad_norm_1: tensor(54.6018, device='cuda:0') (tensor(158.1091, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3693 (0.36951013442573205) | > loader_time: 0.004 (0.0037186736360602423)  --> TIME: 2024-06-12 04:35:06 -- STEP: 134/330 -- GLOBAL_STEP: 366325 | > loss_disc: 2.406271457672119 (2.371960508289622) | > loss_disc_real_0: 0.10962647199630737 (0.11345113730475084) | > loss_disc_real_1: 0.214453786611557 (0.19719650251651877) | > loss_disc_real_2: 0.23831799626350403 (0.2120861450015609) | > loss_disc_real_3: 0.2646988332271576 (0.23051452569997133) | > loss_disc_real_4: 0.219129279255867 (0.23330021160307216) | > loss_disc_real_5: 0.2308388352394104 (0.22337594928581322) | > loss_0: 2.406271457672119 (2.371960508289622) | > grad_norm_0: tensor(5.8859, device='cuda:0') (tensor(12.1815, device='cuda:0')) | > loss_gen: 2.4958488941192627 (2.483739660747015) | > loss_kl: 2.087092876434326 (2.0016375379775884) | > loss_feat: 6.758584022521973 (6.986210556172613) | > loss_mel: 18.04722785949707 (17.27672370512094) | > loss_duration: 2.006023406982422 (1.98781642362253) | > loss_1: 31.394777297973633 (30.73612783915961) | > grad_norm_1: tensor(58.4206, device='cuda:0') (tensor(153.1329, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3891 (0.36963242915139277) | > loader_time: 0.0046 (0.003816243427902905)  --> TIME: 2024-06-12 04:35:15 -- STEP: 159/330 -- GLOBAL_STEP: 366350 | > loss_disc: 2.348928928375244 (2.3686274237602767) | > loss_disc_real_0: 0.0877438336610794 (0.11349101060029096) | > loss_disc_real_1: 0.16162768006324768 (0.1965066679056335) | > loss_disc_real_2: 0.19305260479450226 (0.21218774322443787) | > loss_disc_real_3: 0.20604920387268066 (0.23031608404228524) | > loss_disc_real_4: 0.1997135430574417 (0.23309846297375061) | > loss_disc_real_5: 0.22337380051612854 (0.22323842993322404) | > loss_0: 2.348928928375244 (2.3686274237602767) | > grad_norm_0: tensor(16.0869, device='cuda:0') (tensor(11.8424, device='cuda:0')) | > loss_gen: 2.5274908542633057 (2.4840764804456215) | > loss_kl: 2.0299806594848633 (2.0098168385103814) | > loss_feat: 7.37724494934082 (6.985018331299788) | > loss_mel: 16.84006690979004 (17.262888110658658) | > loss_duration: 2.0199577808380127 (1.9929596590545942) | > loss_1: 30.794740676879883 (30.734759384731078) | > grad_norm_1: tensor(135.0921, device='cuda:0') (tensor(143.1266, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.382 (0.3721063766839369) | > loader_time: 0.0056 (0.003912412895346587)  --> TIME: 2024-06-12 04:35:25 -- STEP: 184/330 -- GLOBAL_STEP: 366375 | > loss_disc: 2.3504128456115723 (2.36980963660323) | > loss_disc_real_0: 0.08375072479248047 (0.1147631852199202) | > loss_disc_real_1: 0.2065986692905426 (0.19709738959436826) | > loss_disc_real_2: 0.23602624237537384 (0.2122470389889634) | > loss_disc_real_3: 0.2367846667766571 (0.23037939996499082) | > loss_disc_real_4: 0.24130883812904358 (0.23294375245661839) | > loss_disc_real_5: 0.20380862057209015 (0.22293057244109066) | > loss_0: 2.3504128456115723 (2.36980963660323) | > grad_norm_0: tensor(19.6487, device='cuda:0') (tensor(12.6797, device='cuda:0')) | > loss_gen: 2.4337618350982666 (2.4811171060023094) | > loss_kl: 1.9915554523468018 (2.012883147467738) | > loss_feat: 6.939671039581299 (6.967879256476527) | > loss_mel: 16.758684158325195 (17.232956160669755) | > loss_duration: 2.0443406105041504 (2.0008302117171506) | > loss_1: 30.168012619018555 (30.695665846700255) | > grad_norm_1: tensor(348.6290, device='cuda:0') (tensor(159.1596, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.3951 (0.37457187927287555) | > loader_time: 0.0048 (0.0040285924206609315)  --> TIME: 2024-06-12 04:35:36 -- STEP: 209/330 -- GLOBAL_STEP: 366400 | > loss_disc: 2.4435155391693115 (2.371446744106602) | > loss_disc_real_0: 0.10897836089134216 (0.11584924942140944) | > loss_disc_real_1: 0.15717414021492004 (0.19669526430408346) | > loss_disc_real_2: 0.1843879669904709 (0.21242241019552405) | > loss_disc_real_3: 0.23245491087436676 (0.23081441116675236) | > loss_disc_real_4: 0.23371931910514832 (0.232637731010834) | > loss_disc_real_5: 0.26867571473121643 (0.22213613359551676) | > loss_0: 2.4435155391693115 (2.371446744106602) | > grad_norm_0: tensor(61.0748, device='cuda:0') (tensor(15.0859, device='cuda:0')) | > loss_gen: 2.312533140182495 (2.4863959921604137) | > loss_kl: 2.0301156044006348 (2.017849993477597) | > loss_feat: 7.119533061981201 (6.977425906076386) | > loss_mel: 16.993642807006836 (17.2032921165941) | > loss_duration: 2.0918610095977783 (2.008790058952771) | > loss_1: 30.547685623168945 (30.693754077528084) | > grad_norm_1: tensor(414.3503, device='cuda:0') (tensor(189.1282, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.4049 (0.3778976424459065) | > loader_time: 0.0053 (0.004147748627731103)  --> TIME: 2024-06-12 04:35:46 -- STEP: 234/330 -- GLOBAL_STEP: 366425 | > loss_disc: 2.3900561332702637 (2.371152189042832) | > loss_disc_real_0: 0.1012384220957756 (0.11749909881852631) | > loss_disc_real_1: 0.1818111389875412 (0.19734898731749279) | > loss_disc_real_2: 0.2515396475791931 (0.21237436809346208) | > loss_disc_real_3: 0.25626763701438904 (0.23090688890626287) | > loss_disc_real_4: 0.25915494561195374 (0.23259225946206313) | > loss_disc_real_5: 0.2776622176170349 (0.22151607211328977) | > loss_0: 2.3900561332702637 (2.371152189042832) | > grad_norm_0: tensor(41.2404, device='cuda:0') (tensor(17.7413, device='cuda:0')) | > loss_gen: 2.4897310733795166 (2.4918290896293445) | > loss_kl: 2.030313491821289 (2.02265768071525) | > loss_feat: 6.450740814208984 (6.97467990206857) | > loss_mel: 16.83034896850586 (17.160775877471675) | > loss_duration: 2.0806164741516113 (2.0178430309662483) | > loss_1: 29.881750106811523 (30.667785628229126) | > grad_norm_1: tensor(426.2228, device='cuda:0') (tensor(216.5598, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.4213 (0.3811496852809547) | > loader_time: 0.005 (0.004261718855963811)  --> TIME: 2024-06-12 04:35:57 -- STEP: 259/330 -- GLOBAL_STEP: 366450 | > loss_disc: 2.4295408725738525 (2.3725694753948776) | > loss_disc_real_0: 0.1453295648097992 (0.11839080834941054) | > loss_disc_real_1: 0.19251401722431183 (0.19722172868182758) | > loss_disc_real_2: 0.22035498917102814 (0.2124572405483732) | > loss_disc_real_3: 0.2066839039325714 (0.23093394146922933) | > loss_disc_real_4: 0.21603496372699738 (0.23205074581630442) | > loss_disc_real_5: 0.22412772476673126 (0.2216137498617172) | > loss_0: 2.4295408725738525 (2.3725694753948776) | > grad_norm_0: tensor(32.7620, device='cuda:0') (tensor(18.8616, device='cuda:0')) | > loss_gen: 2.3418712615966797 (2.489530154636928) | > loss_kl: 2.0639824867248535 (2.0294967903593792) | > loss_feat: 6.823042869567871 (6.9790110937877055) | > loss_mel: 16.49845314025879 (17.10759555787194) | > loss_duration: 2.121173620223999 (2.02593529040289) | > loss_1: 29.84852409362793 (30.631568916055688) | > grad_norm_1: tensor(390.3230, device='cuda:0') (tensor(234.8379, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.4121 (0.3855189623519721) | > loader_time: 0.0053 (0.0043863081103586304)  --> TIME: 2024-06-12 04:36:08 -- STEP: 284/330 -- GLOBAL_STEP: 366475 | > loss_disc: 2.4087753295898438 (2.3729184588915864) | > loss_disc_real_0: 0.16055437922477722 (0.11883716941089698) | > loss_disc_real_1: 0.2279212921857834 (0.19761567156184726) | > loss_disc_real_2: 0.21181443333625793 (0.21235093012661996) | > loss_disc_real_3: 0.25539886951446533 (0.23079836079981966) | > loss_disc_real_4: 0.23609183728694916 (0.23234227388887338) | > loss_disc_real_5: 0.22870346903800964 (0.22141416423337557) | > loss_0: 2.4087753295898438 (2.3729184588915864) | > grad_norm_0: tensor(33.5159, device='cuda:0') (tensor(20.0416, device='cuda:0')) | > loss_gen: 2.512798309326172 (2.4879999328667006) | > loss_kl: 2.03849458694458 (2.0329880328245564) | > loss_feat: 6.430282115936279 (6.990706228874101) | > loss_mel: 16.267837524414062 (17.06924892143465) | > loss_duration: 2.1528563499450684 (2.0359326764731365) | > loss_1: 29.40226936340332 (30.61687580296691) | > grad_norm_1: tensor(305.3996, device='cuda:0') (tensor(250.9106, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.4368 (0.39031946155386904) | > loader_time: 0.0062 (0.0045444797462141)  --> TIME: 2024-06-12 04:36:20 -- STEP: 309/330 -- GLOBAL_STEP: 366500 | > loss_disc: 2.435570240020752 (2.375387314453864) | > loss_disc_real_0: 0.1740376055240631 (0.12006236723711576) | > loss_disc_real_1: 0.22509163618087769 (0.19788578299739215) | > loss_disc_real_2: 0.22562547028064728 (0.21202399666062452) | > loss_disc_real_3: 0.20776046812534332 (0.2306407944187763) | > loss_disc_real_4: 0.19678901135921478 (0.23225102556754856) | > loss_disc_real_5: 0.18539737164974213 (0.22152777773276883) | > loss_0: 2.435570240020752 (2.375387314453864) | > grad_norm_0: tensor(22.4686, device='cuda:0') (tensor(21.2021, device='cuda:0')) | > loss_gen: 2.5636072158813477 (2.485812214971747) | > loss_kl: 2.0071895122528076 (2.034885115608042) | > loss_feat: 7.190217018127441 (6.9958807133548095) | > loss_mel: 16.498891830444336 (17.024584603541115) | > loss_duration: 2.2360196113586426 (2.0480207675483255) | > loss_1: 30.495925903320312 (30.58918340615084) | > grad_norm_1: tensor(204.8342, device='cuda:0') (tensor(267.4502, device='cuda:0')) | > current_lr_0: 0.00017999620729081212 | > current_lr_1: 0.00017999620729081212 | > step_time: 0.5007 (0.3973644505040932) | > loader_time: 0.0073 (0.0047439456371813505) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_366500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6874632835388184 (2.6874632835388184) | > loss_disc_real_0: 0.24387900531291962 (0.24387900531291962) | > loss_disc_real_1: 0.2049240916967392 (0.2049240916967392) | > loss_disc_real_2: 0.31062284111976624 (0.31062284111976624) | > loss_disc_real_3: 0.29674986004829407 (0.29674986004829407) | > loss_disc_real_4: 0.28984302282333374 (0.28984302282333374) | > loss_disc_real_5: 0.2910345494747162 (0.2910345494747162) | > loss_0: 2.6874632835388184 (2.6874632835388184) | > loss_gen: 2.4265968799591064 (2.4265968799591064) | > loss_kl: 3.038463592529297 (3.038463592529297) | > loss_feat: 5.507292747497559 (5.507292747497559) | > loss_mel: 14.504302978515625 (14.504302978515625) | > loss_duration: 3.1661698818206787 (3.1661698818206787) | > loss_1: 28.6428279876709 (28.6428279876709)  --> STEP: 1 | > loss_disc: 2.4430809020996094 (2.4430809020996094) | > loss_disc_real_0: 0.11503573507070541 (0.11503573507070541) | > loss_disc_real_1: 0.19973240792751312 (0.19973240792751312) | > loss_disc_real_2: 0.1568799614906311 (0.1568799614906311) | > loss_disc_real_3: 0.22691774368286133 (0.22691774368286133) | > loss_disc_real_4: 0.22201208770275116 (0.22201208770275116) | > loss_disc_real_5: 0.2795759439468384 (0.2795759439468384) | > loss_0: 2.4430809020996094 (2.4430809020996094) | > loss_gen: 2.2054810523986816 (2.2054810523986816) | > loss_kl: 3.8495688438415527 (3.8495688438415527) | > loss_feat: 6.208046913146973 (6.208046913146973) | > loss_mel: 17.357925415039062 (17.357925415039062) | > loss_duration: 2.4880356788635254 (2.4880356788635254) | > loss_1: 32.10905838012695 (32.10905838012695)  --> STEP: 2 | > loss_disc: 2.542649269104004 (2.4928650856018066) | > loss_disc_real_0: 0.1387152373790741 (0.12687548622488976) | > loss_disc_real_1: 0.1787930577993393 (0.1892627328634262) | > loss_disc_real_2: 0.2566668689250946 (0.20677341520786285) | > loss_disc_real_3: 0.3173174560070038 (0.27211759984493256) | > loss_disc_real_4: 0.27548933029174805 (0.2487507089972496) | > loss_disc_real_5: 0.36474451422691345 (0.3221602290868759) | > loss_0: 2.542649269104004 (2.4928650856018066) | > loss_gen: 2.4401421546936035 (2.3228116035461426) | > loss_kl: 3.1405606269836426 (3.4950647354125977) | > loss_feat: 5.201879978179932 (5.704963445663452) | > loss_mel: 16.912994384765625 (17.135459899902344) | > loss_duration: 2.4133899211883545 (2.45071280002594) | > loss_1: 30.108966827392578 (31.109012603759766)  --> STEP: 3 | > loss_disc: 2.4252524375915527 (2.470327536265055) | > loss_disc_real_0: 0.07495751231908798 (0.10956949492295583) | > loss_disc_real_1: 0.18416307866573334 (0.1875628481308619) | > loss_disc_real_2: 0.15400239825248718 (0.18918307622273764) | > loss_disc_real_3: 0.23025865852832794 (0.25816461940606433) | > loss_disc_real_4: 0.22894182801246643 (0.24214774866898855) | > loss_disc_real_5: 0.25965869426727295 (0.30132638414700824) | > loss_0: 2.4252524375915527 (2.470327536265055) | > loss_gen: 2.0193939208984375 (2.2216723759969077) | > loss_kl: 3.3593053817749023 (3.4498116175333657) | > loss_feat: 5.969429969787598 (5.793118953704834) | > loss_mel: 16.873981475830078 (17.04830042521159) | > loss_duration: 2.4149351119995117 (2.4387869040171304) | > loss_1: 30.637046813964844 (30.951690673828125)  --> STEP: 4 | > loss_disc: 2.558354616165161 (2.492334306240082) | > loss_disc_real_0: 0.2288150191307068 (0.13938087597489357) | > loss_disc_real_1: 0.25060907006263733 (0.20332440361380577) | > loss_disc_real_2: 0.2202148139476776 (0.19694101065397263) | > loss_disc_real_3: 0.25818151235580444 (0.2581688426434994) | > loss_disc_real_4: 0.24130882322788239 (0.241938017308712) | > loss_disc_real_5: 0.3271868824958801 (0.3077915087342262) | > loss_0: 2.558354616165161 (2.492334306240082) | > loss_gen: 2.4737682342529297 (2.284696340560913) | > loss_kl: 3.6463823318481445 (3.4989542961120605) | > loss_feat: 5.384749889373779 (5.69102668762207) | > loss_mel: 17.635164260864258 (17.195016384124756) | > loss_duration: 2.3650383949279785 (2.4203497767448425) | > loss_1: 31.505102157592773 (31.090043544769287)  --> STEP: 5 | > loss_disc: 2.448850631713867 (2.483637571334839) | > loss_disc_real_0: 0.14485037326812744 (0.14047477543354034) | > loss_disc_real_1: 0.29019105434417725 (0.22069773375988005) | > loss_disc_real_2: 0.23025061190128326 (0.20360293090343476) | > loss_disc_real_3: 0.3013995289802551 (0.2668149799108505) | > loss_disc_real_4: 0.2554914951324463 (0.24464871287345885) | > loss_disc_real_5: 0.2916451692581177 (0.3045622408390045) | > loss_0: 2.448850631713867 (2.483637571334839) | > loss_gen: 2.524674892425537 (2.332692050933838) | > loss_kl: 2.8734145164489746 (3.373846340179443) | > loss_feat: 4.814997673034668 (5.51582088470459) | > loss_mel: 18.333572387695312 (17.422727584838867) | > loss_duration: 2.3549842834472656 (2.407276678085327) | > loss_1: 30.901643753051758 (31.05236358642578)  --> STEP: 6 | > loss_disc: 2.3315768241882324 (2.4582941134770713) | > loss_disc_real_0: 0.15797996520996094 (0.14339230706294379) | > loss_disc_real_1: 0.17946785688400269 (0.2138260876139005) | > loss_disc_real_2: 0.23400935530662537 (0.20867066830396652) | > loss_disc_real_3: 0.2535027265548706 (0.2645962710181872) | > loss_disc_real_4: 0.2358279675245285 (0.24317858864863715) | > loss_disc_real_5: 0.2616305947303772 (0.29740696648756665) | > loss_0: 2.3315768241882324 (2.4582941134770713) | > loss_gen: 2.4915952682495117 (2.35917592048645) | > loss_kl: 3.252843141555786 (3.353679140408834) | > loss_feat: 4.989933490753174 (5.4281729857126875) | > loss_mel: 18.034822463989258 (17.524743398030598) | > loss_duration: 2.2613978385925293 (2.382963538169861) | > loss_1: 31.030593872070312 (31.04873530069987)  --> STEP: 7 | > loss_disc: 2.326860189437866 (2.4395178386143277) | > loss_disc_real_0: 0.13146860897541046 (0.14168892162186758) | > loss_disc_real_1: 0.2000006139278412 (0.21185101994446345) | > loss_disc_real_2: 0.19785290956497192 (0.20712527419839585) | > loss_disc_real_3: 0.21511512994766235 (0.2575275365795408) | > loss_disc_real_4: 0.17502325773239136 (0.23344211280345917) | > loss_disc_real_5: 0.2550951838493347 (0.29136242611067636) | > loss_0: 2.326860189437866 (2.4395178386143277) | > loss_gen: 2.3750927448272705 (2.361449752535139) | > loss_kl: 4.665309906005859 (3.5410549640655518) | > loss_feat: 6.697537899017334 (5.6095108304704935) | > loss_mel: 18.458242416381836 (17.658100400652206) | > loss_duration: 2.5113282203674316 (2.4013013499123708) | > loss_1: 34.70751190185547 (31.571417672293528)  --> STEP: 8 | > loss_disc: 2.304469347000122 (2.422636777162552) | > loss_disc_real_0: 0.1465265452861786 (0.14229362457990646) | > loss_disc_real_1: 0.3432825207710266 (0.22827995754778385) | > loss_disc_real_2: 0.19589346647262573 (0.2057212982326746) | > loss_disc_real_3: 0.1747586578130722 (0.24718142673373222) | > loss_disc_real_4: 0.1830729991197586 (0.2271459735929966) | > loss_disc_real_5: 0.17343485355377197 (0.2766214795410633) | > loss_0: 2.304469347000122 (2.422636777162552) | > loss_gen: 2.7924602031707764 (2.4153260588645935) | > loss_kl: 3.0511207580566406 (3.479813188314438) | > loss_feat: 9.939751625061035 (6.1507909297943115) | > loss_mel: 19.249765396118164 (17.85705852508545) | > loss_duration: 2.3098764419555664 (2.3898732364177704) | > loss_1: 37.34297561645508 (32.29286241531372)  --> STEP: 9 | > loss_disc: 2.4402003288269043 (2.4245882829030356) | > loss_disc_real_0: 0.11255864053964615 (0.13898973746432197) | > loss_disc_real_1: 0.22594411671161652 (0.2280204196770986) | > loss_disc_real_2: 0.23591017723083496 (0.20907561812135908) | > loss_disc_real_3: 0.19064699113368988 (0.24089982277817196) | > loss_disc_real_4: 0.2166193425655365 (0.2259763479232788) | > loss_disc_real_5: 0.21872998774051666 (0.2701890915632248) | > loss_0: 2.4402003288269043 (2.4245882829030356) | > loss_gen: 2.4768238067626953 (2.4221591419643826) | > loss_kl: 2.5195400714874268 (3.3731161753336587) | > loss_feat: 12.7403564453125 (6.882964875962999) | > loss_mel: 19.2905216217041 (18.016332202487522) | > loss_duration: 2.1359472274780273 (2.3616592354244657) | > loss_1: 39.16319274902344 (33.05623245239258)  --> STEP: 10 | > loss_disc: 2.653353214263916 (2.4474647760391237) | > loss_disc_real_0: 0.13502103090286255 (0.13859286680817604) | > loss_disc_real_1: 0.2717456817626953 (0.23239294588565826) | > loss_disc_real_2: 0.33537429571151733 (0.22170548588037492) | > loss_disc_real_3: 0.28870517015457153 (0.2456803575158119) | > loss_disc_real_4: 0.26134228706359863 (0.2295129418373108) | > loss_disc_real_5: 0.2794153690338135 (0.27111171931028366) | > loss_0: 2.653353214263916 (2.4474647760391237) | > loss_gen: 2.431277275085449 (2.423070955276489) | > loss_kl: 2.774657964706421 (3.313270354270935) | > loss_feat: 7.170914173126221 (6.9117598056793215) | > loss_mel: 16.796314239501953 (17.894330406188963) | > loss_duration: 2.3931612968444824 (2.364809441566467) | > loss_1: 31.566326141357422 (32.90724182128906)  --> STEP: 11 | > loss_disc: 2.3143999576568604 (2.435367974368009) | > loss_disc_real_0: 0.12115748971700668 (0.13700783252716064) | > loss_disc_real_1: 0.27032145857810974 (0.23584099249406296) | > loss_disc_real_2: 0.18387159705162048 (0.21826604144139725) | > loss_disc_real_3: 0.264872670173645 (0.24742511321197858) | > loss_disc_real_4: 0.2439054250717163 (0.23082134940407492) | > loss_disc_real_5: 0.23633213341236115 (0.2679499387741089) | > loss_0: 2.3143999576568604 (2.435367974368009) | > loss_gen: 2.529358386993408 (2.4327334490689365) | > loss_kl: 3.9337069988250732 (3.3696736855940386) | > loss_feat: 6.961150646209717 (6.916249882091176) | > loss_mel: 17.150365829467773 (17.826697262850676) | > loss_duration: 2.5291385650634766 (2.3797484527934682) | > loss_1: 33.103721618652344 (32.92510362104936)  --> STEP: 12 | > loss_disc: 2.662411689758301 (2.4542882839838662) | > loss_disc_real_0: 0.21384981274604797 (0.1434113308787346) | > loss_disc_real_1: 0.16930703818798065 (0.23029649630188942) | > loss_disc_real_2: 0.30893129110336304 (0.2258214789132277) | > loss_disc_real_3: 0.2732158303260803 (0.2495743396381537) | > loss_disc_real_4: 0.25140348076820374 (0.23253652701775232) | > loss_disc_real_5: 0.2880546450614929 (0.26962533096472424) | > loss_0: 2.662411689758301 (2.4542882839838662) | > loss_gen: 2.2677464485168457 (2.418984532356262) | > loss_kl: 2.8677737712860107 (3.3278486927350364) | > loss_feat: 6.1313652992248535 (6.850842833518982) | > loss_mel: 17.145036697387695 (17.76989221572876) | > loss_duration: 2.2574868202209473 (2.3695599834124246) | > loss_1: 30.669408798217773 (32.737129052480064)  --> STEP: 13 | > loss_disc: 2.581000566482544 (2.464035382637611) | > loss_disc_real_0: 0.11362157762050629 (0.1411198113973324) | > loss_disc_real_1: 0.21657952666282654 (0.22924134479119226) | > loss_disc_real_2: 0.2437410205602646 (0.227199905193769) | > loss_disc_real_3: 0.2527198791503906 (0.24981630421601808) | > loss_disc_real_4: 0.2687549591064453 (0.2353225602553441) | > loss_disc_real_5: 0.3049255907535553 (0.27234073556386507) | > loss_0: 2.581000566482544 (2.464035382637611) | > loss_gen: 2.3508031368255615 (2.4137398096231313) | > loss_kl: 3.487290143966675 (3.3401134197528544) | > loss_feat: 7.946638107299805 (6.935134777655969) | > loss_mel: 17.212257385253906 (17.726997228769157) | > loss_duration: 2.2561938762664795 (2.3608395136319675) | > loss_1: 33.2531852722168 (32.7768256847675)  --> STEP: 14 | > loss_disc: 2.7433395385742188 (2.4839856794902255) | > loss_disc_real_0: 0.263658732175827 (0.14987259145293916) | > loss_disc_real_1: 0.29701507091522217 (0.234082325228623) | > loss_disc_real_2: 0.23579031229019165 (0.22781350570065634) | > loss_disc_real_3: 0.2601028084754944 (0.2505510545202664) | > loss_disc_real_4: 0.26195263862609863 (0.237224708710398) | > loss_disc_real_5: 0.3319261372089386 (0.27659683568137033) | > loss_0: 2.7433395385742188 (2.4839856794902255) | > loss_gen: 2.3923041820526123 (2.412208693368094) | > loss_kl: 3.7000937461853027 (3.365826300212315) | > loss_feat: 6.671191692352295 (6.916281700134277) | > loss_mel: 17.577434539794922 (17.71631417955671) | > loss_duration: 2.4643945693969727 (2.3682363033294678) | > loss_1: 32.805416107177734 (32.778867857796804)  --> STEP: 15 | > loss_disc: 2.556074380874634 (2.488791592915853) | > loss_disc_real_0: 0.24068260192871094 (0.15592659215132396) | > loss_disc_real_1: 0.239353209733963 (0.23443371752897899) | > loss_disc_real_2: 0.21561980247497559 (0.22700059215227764) | > loss_disc_real_3: 0.3133956789970398 (0.2547406961520513) | > loss_disc_real_4: 0.25070205330848694 (0.2381231983502706) | > loss_disc_real_5: 0.2670608162879944 (0.27596110105514526) | > loss_0: 2.556074380874634 (2.488791592915853) | > loss_gen: 2.6256723403930664 (2.4264396031697593) | > loss_kl: 2.932833433151245 (3.3369601090749104) | > loss_feat: 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(32.64774477481842)  --> STEP: 17 | > loss_disc: 2.5555219650268555 (2.50514853701872) | > loss_disc_real_0: 0.20951062440872192 (0.1572988857241238) | > loss_disc_real_1: 0.24387226998806 (0.2368050094913034) | > loss_disc_real_2: 0.32372209429740906 (0.2321404630646986) | > loss_disc_real_3: 0.2293597012758255 (0.25201556875425224) | > loss_disc_real_4: 0.22307629883289337 (0.23826369906173034) | > loss_disc_real_5: 0.23953713476657867 (0.2711741240585552) | > loss_0: 2.5555219650268555 (2.50514853701872) | > loss_gen: 2.555795192718506 (2.4085424857981064) | > loss_kl: 2.064466953277588 (3.2354162721072925) | > loss_feat: 6.720449447631836 (6.930066809934728) | > loss_mel: 17.026897430419922 (17.58597261765424) | > loss_duration: 2.4562366008758545 (2.38045792018666) | > loss_1: 30.82384490966797 (32.54045654745663)  --> STEP: 18 | > loss_disc: 2.342061758041382 (2.496088160408868) | > loss_disc_real_0: 0.12229568511247635 (0.15535426346792114) | > loss_disc_real_1: 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2.7733230590820312 (2.5121196456577466) | > loss_disc_real_0: 0.197345569729805 (0.16161851973637295) | > loss_disc_real_1: 0.28186219930648804 (0.23523875228736713) | > loss_disc_real_2: 0.2974510192871094 (0.238689665561137) | > loss_disc_real_3: 0.24663487076759338 (0.25118086584236315) | > loss_disc_real_4: 0.2294749617576599 (0.23757054365199545) | > loss_disc_real_5: 0.28420114517211914 (0.26628665949987324) | > loss_0: 2.7733230590820312 (2.5121196456577466) | > loss_gen: 2.407987594604492 (2.405656602071679) | > loss_kl: 2.3561015129089355 (3.0942849801934282) | > loss_feat: 6.0627970695495605 (6.732782965121062) | > loss_mel: 16.31646728515625 (17.43582174052363) | > loss_duration: 2.297243118286133 (2.3580489573271377) | > loss_1: 29.440597534179688 (32.02659565469494)  --> STEP: 24 | > loss_disc: 2.5125296115875244 (2.5121367275714874) | > loss_disc_real_0: 0.14241689443588257 (0.16081845201551917) | > loss_disc_real_1: 0.2626531720161438 (0.23638101977606615) | > loss_disc_real_2: 0.2111596167087555 (0.23754258019228777) | > loss_disc_real_3: 0.31588616967201233 (0.25387692016859853) | > loss_disc_real_4: 0.28323957324028015 (0.23947341988484064) | > loss_disc_real_5: 0.2862855792045593 (0.2671199478209018) | > loss_0: 2.5125296115875244 (2.5121367275714874) | > loss_gen: 2.4559593200683594 (2.4077525486548743) | > loss_kl: 2.324892044067383 (3.0622269411881766) | > loss_feat: 5.8519606590271 (6.69608203570048) | > loss_mel: 17.510099411010742 (17.43891664346059) | > loss_duration: 2.3930890560150146 (2.3595089614391327) | > loss_1: 30.536001205444336 (31.964487552642826)  --> STEP: 25 | > loss_disc: 2.4091732501983643 (2.5080181884765627) | > loss_disc_real_0: 0.10322600603103638 (0.15851475417613986) | > loss_disc_real_1: 0.20030860602855682 (0.23493812322616578) | > loss_disc_real_2: 0.26850980520248413 (0.23878126919269563) | > loss_disc_real_3: 0.25291141867637634 (0.2538383001089096) | > loss_disc_real_4: 0.2308097928762436 (0.23912687480449676) | > loss_disc_real_5: 0.3286621570587158 (0.26958163619041436) | > loss_0: 2.4091732501983643 (2.5080181884765627) | > loss_gen: 2.6092798709869385 (2.415813641548157) | > loss_kl: 3.8106017112731934 (3.092161931991577) | > loss_feat: 8.189711570739746 (6.755827217102051) | > loss_mel: 17.16139030456543 (17.427815589904785) | > loss_duration: 2.423726797103882 (2.3620776748657226) | > loss_1: 34.19470977783203 (32.053696441650395)  --> STEP: 26 | > loss_disc: 2.419870615005493 (2.5046278971892137) | > loss_disc_real_0: 0.06850460171699524 (0.15505282523540354) | > loss_disc_real_1: 0.2093762457370758 (0.23395497409197) | > loss_disc_real_2: 0.13551926612854004 (0.2348096536902281) | > loss_disc_real_3: 0.31949174404144287 (0.2563634325678532) | > loss_disc_real_4: 0.17243090271949768 (0.2365616451089199) | > loss_disc_real_5: 0.25233641266822815 (0.26891835836263794) | > loss_0: 2.419870615005493 (2.5046278971892137) | > loss_gen: 2.280813455581665 (2.410621326703292) | > loss_kl: 2.5085537433624268 (3.0697154631981483) | > loss_feat: 10.376410484313965 (6.895080419687124) | > loss_mel: 18.023921966552734 (17.4507427582374) | > loss_duration: 2.317157745361328 (2.3603499852693997) | > loss_1: 35.506858825683594 (32.186510379497825) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024241667527418877 (-4.221842839167598e-05) | > avg_loss_disc: 2.5046278971892137 (+0.00455748117887067) | > avg_loss_disc_real_0: 0.15505282523540354 (-0.08475991338491437) | > avg_loss_disc_real_1: 0.23395497409197 (+0.03118932361786181) | > avg_loss_disc_real_2: 0.2348096536902281 (-0.013929892044800968) | > avg_loss_disc_real_3: 0.2563634325678532 (-0.00024677870365275023) | > avg_loss_disc_real_4: 0.2365616451089199 (-0.01016047539619297) | > avg_loss_disc_real_5: 0.26891835836263794 (+0.012802650149051853) | > avg_loss_0: 2.5046278971892137 (+0.00455748117887067) | > avg_loss_gen: 2.410621326703292 (-0.23207087241686297) | > avg_loss_kl: 3.0697154631981483 (+0.020292428823617925) | > avg_loss_feat: 6.895080419687124 (+0.38289905511415867) | > avg_loss_mel: 17.4507427582374 (+0.6322558476374773) | > avg_loss_duration: 2.3603499852693997 (+0.006764842913701052) | > avg_loss_1: 32.186510379497825 (+0.8101418568537824)  > EPOCH: 844/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:36:57)   --> TIME: 2024-06-12 04:37:00 -- STEP: 4/330 -- GLOBAL_STEP: 366525 | > loss_disc: 2.2223331928253174 (2.2839372158050537) | > loss_disc_real_0: 0.1282242238521576 (0.09951748698949814) | > loss_disc_real_1: 0.19467660784721375 (0.1664298214018345) | > loss_disc_real_2: 0.1887611448764801 (0.18241622298955917) | > loss_disc_real_3: 0.21131551265716553 (0.21651634946465492) | > loss_disc_real_4: 0.21407358348369598 (0.23326121643185616) | > loss_disc_real_5: 0.2296256273984909 (0.25060657039284706) | > loss_0: 2.2223331928253174 (2.2839372158050537) | > grad_norm_0: tensor(4.6505, device='cuda:0') (tensor(5.3574, device='cuda:0')) | > loss_gen: 2.5888750553131104 (2.509845495223999) | > loss_kl: 2.238820791244507 (2.133337676525116) | > loss_feat: 6.560421943664551 (6.953572511672974) | > loss_mel: 17.56300163269043 (17.894060134887695) | > loss_duration: 2.1111433506011963 (2.1422119736671448) | > loss_1: 31.0622615814209 (31.63302707672119) | > grad_norm_1: tensor(46.5640, device='cuda:0') (tensor(49.8423, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.368 (0.3915438652038574) | > loader_time: 0.0029 (0.003178715705871582)  --> TIME: 2024-06-12 04:37:09 -- STEP: 29/330 -- GLOBAL_STEP: 366550 | > loss_disc: 2.333003044128418 (2.3113451168454926) | > loss_disc_real_0: 0.12849126756191254 (0.10428085203828483) | > loss_disc_real_1: 0.20690838992595673 (0.1910208057740639) | > loss_disc_real_2: 0.19157911837100983 (0.2054065856440314) | > loss_disc_real_3: 0.22160844504833221 (0.22423880418826794) | > loss_disc_real_4: 0.21901792287826538 (0.22680739647355572) | > loss_disc_real_5: 0.22315794229507446 (0.22589079008020205) | > loss_0: 2.333003044128418 (2.3113451168454926) | > grad_norm_0: tensor(9.1846, device='cuda:0') (tensor(6.8097, device='cuda:0')) | > loss_gen: 2.557116985321045 (2.498473652477922) | > loss_kl: 1.8330832719802856 (1.944970410445641) | > loss_feat: 6.786247253417969 (6.93017892179818) | > loss_mel: 17.527667999267578 (17.311023646387557) | > loss_duration: 2.0053181648254395 (2.009726031073209) | > loss_1: 30.709434509277344 (30.694372242894666) | > grad_norm_1: tensor(63.5607, device='cuda:0') (tensor(64.9738, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.3663 (0.3692099554785367) | > loader_time: 0.003 (0.003324927954838194)  --> TIME: 2024-06-12 04:37:19 -- STEP: 54/330 -- GLOBAL_STEP: 366575 | > loss_disc: 2.2953479290008545 (2.337922749695954) | > loss_disc_real_0: 0.1366189420223236 (0.10564298817404995) | > loss_disc_real_1: 0.17503288388252258 (0.19189082969118051) | > loss_disc_real_2: 0.2310398817062378 (0.2089008206018695) | > loss_disc_real_3: 0.24413761496543884 (0.22720062373964875) | > loss_disc_real_4: 0.21789102256298065 (0.23096832163907863) | > loss_disc_real_5: 0.2453228235244751 (0.2253229217948737) | > loss_0: 2.2953479290008545 (2.337922749695954) | > grad_norm_0: tensor(9.4184, device='cuda:0') (tensor(7.4740, device='cuda:0')) | > loss_gen: 2.622180223464966 (2.492197350219444) | > loss_kl: 1.810126781463623 (1.9339025241357308) | > loss_feat: 7.377296447753906 (6.950903371528343) | > loss_mel: 17.97010612487793 (17.28008217281765) | > loss_duration: 1.940075159072876 (1.9879231408790305) | > loss_1: 31.719785690307617 (30.645008157800746) | > grad_norm_1: tensor(51.7966, device='cuda:0') (tensor(71.9966, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.3785 (0.37060898321646235) | > loader_time: 0.004 (0.003436269583525481)  --> TIME: 2024-06-12 04:37:28 -- STEP: 79/330 -- GLOBAL_STEP: 366600 | > loss_disc: 2.402632474899292 (2.3366079028648667) | > loss_disc_real_0: 0.10266713798046112 (0.10641413521540316) | > loss_disc_real_1: 0.1899978667497635 (0.19109786047211177) | > loss_disc_real_2: 0.19034609198570251 (0.2083305756125269) | > loss_disc_real_3: 0.2106086015701294 (0.2274165449640419) | > loss_disc_real_4: 0.23556233942508698 (0.23097779856452458) | > loss_disc_real_5: 0.23630419373512268 (0.22430804447282718) | > loss_0: 2.402632474899292 (2.3366079028648667) | > grad_norm_0: tensor(12.4569, device='cuda:0') (tensor(7.7631, device='cuda:0')) | > loss_gen: 2.467038631439209 (2.48603283604489) | > loss_kl: 2.0653576850891113 (1.9565943434268613) | > loss_feat: 6.816583156585693 (6.965100608294523) | > loss_mel: 16.841947555541992 (17.22680334501628) | > loss_duration: 1.9390442371368408 (1.9817452340186397) | > loss_1: 30.129972457885742 (30.616276052933706) | > grad_norm_1: tensor(75.7965, device='cuda:0') (tensor(78.3275, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.3891 (0.37288357336309896) | > loader_time: 0.0045 (0.0035699892647658724)  --> TIME: 2024-06-12 04:37:38 -- STEP: 104/330 -- GLOBAL_STEP: 366625 | > loss_disc: 2.2677152156829834 (2.3470475765375003) | > loss_disc_real_0: 0.09367072582244873 (0.10859134062551536) | > loss_disc_real_1: 0.145437091588974 (0.19141499339961088) | > loss_disc_real_2: 0.22432616353034973 (0.20992867562633294) | > loss_disc_real_3: 0.20095890760421753 (0.2287307633803441) | > loss_disc_real_4: 0.23513419926166534 (0.23256516012434775) | > loss_disc_real_5: 0.21092601120471954 (0.22438881546258926) | > loss_0: 2.2677152156829834 (2.3470475765375003) | > grad_norm_0: tensor(10.3369, device='cuda:0') (tensor(7.7869, device='cuda:0')) | > loss_gen: 2.4991602897644043 (2.4776770495451403) | > loss_kl: 2.0002377033233643 (1.9629582109359593) | > loss_feat: 7.601431369781494 (6.9425726028589105) | > loss_mel: 17.049461364746094 (17.222304720144994) | > loss_duration: 2.0201451778411865 (1.9836000559421687) | > loss_1: 31.17043685913086 (30.589112483538113) | > grad_norm_1: tensor(60.8171, device='cuda:0') (tensor(76.3637, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.3824 (0.37472560772529023) | > loader_time: 0.0043 (0.00372462089245136)  --> TIME: 2024-06-12 04:37:48 -- STEP: 129/330 -- GLOBAL_STEP: 366650 | > loss_disc: 2.542842388153076 (2.3548590619434693) | > loss_disc_real_0: 0.1924910843372345 (0.11085009748159452) | > loss_disc_real_1: 0.21611835062503815 (0.19275251666242763) | > loss_disc_real_2: 0.18463538587093353 (0.21009524894315143) | > loss_disc_real_3: 0.22581717371940613 (0.22898023719935454) | > loss_disc_real_4: 0.2358732372522354 (0.23164272677990816) | > loss_disc_real_5: 0.21411357820034027 (0.22420867619126342) | > loss_0: 2.542842388153076 (2.3548590619434693) | > grad_norm_0: tensor(11.3707, device='cuda:0') (tensor(8.0775, device='cuda:0')) | > loss_gen: 2.438229560852051 (2.4711284119953474) | > loss_kl: 2.2136452198028564 (1.9750434492909632) | > loss_feat: 6.254201412200928 (6.923123599946961) | > loss_mel: 17.04396629333496 (17.207686084185447) | > loss_duration: 1.996159315109253 (1.9868613536967787) | > loss_1: 29.94620132446289 (30.56384275865185) | > grad_norm_1: tensor(57.1622, device='cuda:0') (tensor(77.2885, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.3666 (0.3751272693160893) | > loader_time: 0.0047 (0.0037987953008607376)  --> TIME: 2024-06-12 04:37:57 -- STEP: 154/330 -- GLOBAL_STEP: 366675 | > loss_disc: 2.387115716934204 (2.3577235472666755) | > loss_disc_real_0: 0.11748487502336502 (0.11218795131940346) | > loss_disc_real_1: 0.20879383385181427 (0.19281918062018114) | > loss_disc_real_2: 0.21122461557388306 (0.2106319147270995) | > loss_disc_real_3: 0.2636399567127228 (0.22952455707958766) | > loss_disc_real_4: 0.24888797104358673 (0.2326465892520818) | > loss_disc_real_5: 0.21945111453533173 (0.2236952008558558) | > loss_0: 2.387115716934204 (2.3577235472666755) | > grad_norm_0: tensor(13.4235, device='cuda:0') (tensor(8.4586, device='cuda:0')) | > loss_gen: 2.5424814224243164 (2.471596027349496) | > loss_kl: 2.182579755783081 (1.9891398293631417) | > loss_feat: 6.554468154907227 (6.928622750492839) | > loss_mel: 16.34406280517578 (17.207091634923753) | > loss_duration: 1.9944499731063843 (1.9908185012928852) | > loss_1: 29.6180419921875 (30.587268643564993) | > grad_norm_1: tensor(192.9676, device='cuda:0') (tensor(84.4610, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.375 (0.37492657946301744) | > loader_time: 0.0041 (0.003861671918398374)  --> TIME: 2024-06-12 04:38:07 -- STEP: 179/330 -- GLOBAL_STEP: 366700 | > loss_disc: 2.3569319248199463 (2.3601986322989013) | > loss_disc_real_0: 0.10061061382293701 (0.11299864161114453) | > loss_disc_real_1: 0.19572770595550537 (0.1931862629658683) | > loss_disc_real_2: 0.20646002888679504 (0.21099940525086894) | > loss_disc_real_3: 0.21826505661010742 (0.22943028316484484) | > loss_disc_real_4: 0.23036900162696838 (0.23302072586293993) | > loss_disc_real_5: 0.2172364592552185 (0.22396597207924507) | > loss_0: 2.3569319248199463 (2.3601986322989013) | > grad_norm_0: tensor(12.5616, device='cuda:0') (tensor(9.5186, device='cuda:0')) | > loss_gen: 2.4323341846466064 (2.4716530538804036) | > loss_kl: 2.004711627960205 (1.996753371627637) | > loss_feat: 7.317720890045166 (6.926220768656811) | > loss_mel: 16.617076873779297 (17.18169835159897) | > loss_duration: 2.059126377105713 (1.997934702388401) | > loss_1: 30.430971145629883 (30.57426014692424) | > grad_norm_1: tensor(354.5310, device='cuda:0') (tensor(106.6508, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.3845 (0.37672571496590557) | > loader_time: 0.0044 (0.003969041994830083)  --> TIME: 2024-06-12 04:38:17 -- STEP: 204/330 -- GLOBAL_STEP: 366725 | > loss_disc: 2.284477949142456 (2.3650433631504293) | > loss_disc_real_0: 0.08152627944946289 (0.11400445375372381) | > loss_disc_real_1: 0.16266313195228577 (0.1941952372298521) | > loss_disc_real_2: 0.2178143560886383 (0.21137760316624357) | > loss_disc_real_3: 0.2386961132287979 (0.22974495713909468) | > loss_disc_real_4: 0.22314482927322388 (0.2328888570853308) | > loss_disc_real_5: 0.1871502846479416 (0.2240983221460791) | > loss_0: 2.284477949142456 (2.3650433631504293) | > grad_norm_0: tensor(14.1822, device='cuda:0') (tensor(11.3938, device='cuda:0')) | > loss_gen: 2.578383684158325 (2.4705069181965844) | > loss_kl: 2.108659267425537 (2.0042386393921037) | > loss_feat: 7.826199531555176 (6.930334836828942) | > loss_mel: 17.3266658782959 (17.15275275006012) | > loss_duration: 2.0155258178710938 (2.006450999016856) | > loss_1: 31.85543441772461 (30.564284109601786) | > grad_norm_1: tensor(375.8050, device='cuda:0') (tensor(129.9307, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.4247 (0.37948695935455024) | > loader_time: 0.0046 (0.004061669695611093)  --> TIME: 2024-06-12 04:38:28 -- STEP: 229/330 -- GLOBAL_STEP: 366750 | > loss_disc: 2.3956377506256104 (2.3677907656373947) | > loss_disc_real_0: 0.12071986496448517 (0.11584757870331602) | > loss_disc_real_1: 0.18659237027168274 (0.19443505169522815) | > loss_disc_real_2: 0.2024950236082077 (0.21122419079318314) | > loss_disc_real_3: 0.22942374646663666 (0.2300974404577605) | > loss_disc_real_4: 0.25778940320014954 (0.2331899216471801) | > loss_disc_real_5: 0.21569477021694183 (0.2232247263713695) | > loss_0: 2.3956377506256104 (2.3677907656373947) | > grad_norm_0: tensor(31.1545, device='cuda:0') (tensor(14.0315, device='cuda:0')) | > loss_gen: 2.3539352416992188 (2.4726050066635596) | > loss_kl: 2.1027653217315674 (2.0071155598069894) | > loss_feat: 6.510314464569092 (6.931240304588751) | > loss_mel: 17.23464584350586 (17.12713832522061) | > loss_duration: 2.136277675628662 (2.015346118976977) | > loss_1: 30.33793830871582 (30.553445274652873) | > grad_norm_1: tensor(183.2251, device='cuda:0') (tensor(155.4331, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.4138 (0.38250141893411826) | > loader_time: 0.0059 (0.004178165868900747)  --> TIME: 2024-06-12 04:38:39 -- STEP: 254/330 -- GLOBAL_STEP: 366775 | > loss_disc: 2.4852042198181152 (2.3664467071923694) | > loss_disc_real_0: 0.21669051051139832 (0.11690524801259905) | > loss_disc_real_1: 0.1918807029724121 (0.19495801592436363) | > loss_disc_real_2: 0.2081155627965927 (0.21104544594766583) | > loss_disc_real_3: 0.22336696088314056 (0.22997293216506326) | > loss_disc_real_4: 0.21708251535892487 (0.23234700992351442) | > loss_disc_real_5: 0.250532329082489 (0.221657305075897) | > loss_0: 2.4852042198181152 (2.3664467071923694) | > grad_norm_0: tensor(36.4861, device='cuda:0') (tensor(16.0586, device='cuda:0')) | > loss_gen: 2.4882655143737793 (2.4800662853586393) | > loss_kl: 1.9847759008407593 (2.00895066289451) | > loss_feat: 6.567753314971924 (6.960476982311939) | > loss_mel: 16.548141479492188 (17.087483560006433) | > loss_duration: 2.0705652236938477 (2.0230254798423593) | > loss_1: 29.659500122070312 (30.560002920195814) | > grad_norm_1: tensor(133.8678, device='cuda:0') (tensor(184.8205, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.4393 (0.38695211767211674) | > loader_time: 0.0053 (0.004291400196045401)  --> TIME: 2024-06-12 04:38:50 -- STEP: 279/330 -- GLOBAL_STEP: 366800 | > loss_disc: 2.3834238052368164 (2.368190555162329) | > loss_disc_real_0: 0.16585779190063477 (0.11859213556813937) | > loss_disc_real_1: 0.186629056930542 (0.19557105255810595) | > loss_disc_real_2: 0.17892445623874664 (0.210895698611027) | > loss_disc_real_3: 0.2672680616378784 (0.22994204506438265) | > loss_disc_real_4: 0.26205602288246155 (0.23244921275578093) | > loss_disc_real_5: 0.26640766859054565 (0.22155493113302413) | > loss_0: 2.3834238052368164 (2.368190555162329) | > grad_norm_0: tensor(21.3540, device='cuda:0') (tensor(17.9475, device='cuda:0')) | > loss_gen: 2.5694384574890137 (2.4815530999159727) | > loss_kl: 2.0658578872680664 (2.0142649459155213) | > loss_feat: 6.997513294219971 (6.9743115090127485) | > loss_mel: 16.1815128326416 (17.047478217805143) | > loss_duration: 2.1280667781829834 (2.032830703215787) | > loss_1: 29.94239044189453 (30.550438398955972) | > grad_norm_1: tensor(577.9294, device='cuda:0') (tensor(210.7261, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.4391 (0.39132765458903435) | > loader_time: 0.0061 (0.004452082418626353)  --> TIME: 2024-06-12 04:39:02 -- STEP: 304/330 -- GLOBAL_STEP: 366825 | > loss_disc: 2.3907108306884766 (2.368469148090013) | > loss_disc_real_0: 0.10396643728017807 (0.11879507541705511) | > loss_disc_real_1: 0.2032463103532791 (0.1956882280248561) | > loss_disc_real_2: 0.2308909147977829 (0.21079688627076776) | > loss_disc_real_3: 0.23751363158226013 (0.22985209210922844) | > loss_disc_real_4: 0.24579930305480957 (0.23248141435416123) | > loss_disc_real_5: 0.2318277806043625 (0.2219203252737459) | > loss_0: 2.3907108306884766 (2.368469148090013) | > grad_norm_0: tensor(14.3763, device='cuda:0') (tensor(18.8137, device='cuda:0')) | > loss_gen: 2.5127739906311035 (2.4804696762248084) | > loss_kl: 2.203747034072876 (2.020904319066748) | > loss_feat: 7.103983402252197 (6.990169187909679) | > loss_mel: 15.3991117477417 (16.994360920629994) | > loss_duration: 2.1837310791015625 (2.043947400231111) | > loss_1: 29.40334701538086 (30.52985141779247) | > grad_norm_1: tensor(187.2374, device='cuda:0') (tensor(228.5943, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 0.4716 (0.3979448087905584) | > loader_time: 0.0068 (0.00463256553599709)  --> TIME: 2024-06-12 04:39:31 -- STEP: 329/330 -- GLOBAL_STEP: 366850 | > loss_disc: 2.6328487396240234 (2.3722664686684207) | > loss_disc_real_0: 0.30167195200920105 (0.12090375902850214) | > loss_disc_real_1: 0.20231157541275024 (0.19599243355377105) | > loss_disc_real_2: 0.20274963974952698 (0.21113242775111213) | > loss_disc_real_3: 0.1963774859905243 (0.2301721049297182) | > loss_disc_real_4: 0.2702568769454956 (0.23254891441948145) | > loss_disc_real_5: 0.24536016583442688 (0.22240995033714905) | > loss_0: 2.6328487396240234 (2.3722664686684207) | > grad_norm_0: tensor(16.6527, device='cuda:0') (tensor(18.7219, device='cuda:0')) | > loss_gen: 2.1707143783569336 (2.4795109732897456) | > loss_kl: 2.318476915359497 (2.0301567124016002) | > loss_feat: 11.082788467407227 (7.111025631971272) | > loss_mel: 17.879854202270508 (16.99136000056396) | > loss_duration: 2.295170307159424 (2.0587346807439277) | > loss_1: 35.747005462646484 (30.67078791563272) | > grad_norm_1: tensor(199.5397, device='cuda:0') (tensor(231.6695, device='cuda:0')) | > current_lr_0: 0.00017997370776490077 | > current_lr_1: 0.00017997370776490077 | > step_time: 14.5857 (0.4530606987266194) | > loader_time: 0.0352 (0.005088359751599899)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4158644676208496 (2.4158644676208496) | > loss_disc_real_0: 0.2374304234981537 (0.2374304234981537) | > loss_disc_real_1: 0.2757769525051117 (0.2757769525051117) | > loss_disc_real_2: 0.16786909103393555 (0.16786909103393555) | > loss_disc_real_3: 0.2552589476108551 (0.2552589476108551) | > loss_disc_real_4: 0.23452788591384888 (0.23452788591384888) | > loss_disc_real_5: 0.2398681938648224 (0.2398681938648224) | > loss_0: 2.4158644676208496 (2.4158644676208496) | > loss_gen: 2.508051872253418 (2.508051872253418) | > loss_kl: 3.1511969566345215 (3.1511969566345215) | > loss_feat: 6.971640586853027 (6.971640586853027) | > loss_mel: 17.25398826599121 (17.25398826599121) | > loss_duration: 3.1145758628845215 (3.1145758628845215) | > loss_1: 32.99945068359375 (32.99945068359375)  --> STEP: 1 | > loss_disc: 2.3387999534606934 (2.3387999534606934) | > loss_disc_real_0: 0.17879995703697205 (0.17879995703697205) | > loss_disc_real_1: 0.28635889291763306 (0.28635889291763306) | > loss_disc_real_2: 0.17519091069698334 (0.17519091069698334) | > loss_disc_real_3: 0.24131819605827332 (0.24131819605827332) | > loss_disc_real_4: 0.2355514019727707 (0.2355514019727707) | > loss_disc_real_5: 0.19873036444187164 (0.19873036444187164) | > loss_0: 2.3387999534606934 (2.3387999534606934) | > loss_gen: 2.4758877754211426 (2.4758877754211426) | > loss_kl: 3.4427316188812256 (3.4427316188812256) | > loss_feat: 4.665260314941406 (4.665260314941406) | > loss_mel: 17.84417152404785 (17.84417152404785) | > loss_duration: 2.484459638595581 (2.484459638595581) | > loss_1: 30.91250991821289 (30.91250991821289)  --> STEP: 2 | > loss_disc: 2.5191397666931152 (2.4289698600769043) | > loss_disc_real_0: 0.1388857066631317 (0.15884283185005188) | > loss_disc_real_1: 0.24716131389141083 (0.26676010340452194) | > loss_disc_real_2: 0.19247610867023468 (0.183833509683609) | > loss_disc_real_3: 0.23665057122707367 (0.2389843836426735) | > loss_disc_real_4: 0.2808809280395508 (0.25821616500616074) | > loss_disc_real_5: 0.1991993933916092 (0.19896487891674042) | > loss_0: 2.5191397666931152 (2.4289698600769043) | > loss_gen: 2.2819442749023438 (2.378916025161743) | > loss_kl: 2.939136266708374 (3.1909339427948) | > loss_feat: 5.798702239990234 (5.23198127746582) | > loss_mel: 18.56442642211914 (18.204298973083496) | > loss_duration: 2.431993007659912 (2.4582263231277466) | > loss_1: 32.01620101928711 (31.46435546875)  --> STEP: 3 | > loss_disc: 2.5292835235595703 (2.4624077479044595) | > loss_disc_real_0: 0.1320578157901764 (0.14991449316342673) | > loss_disc_real_1: 0.29014140367507935 (0.2745538701613744) | > loss_disc_real_2: 0.14328277111053467 (0.17031659682591757) | > loss_disc_real_3: 0.26454484462738037 (0.24750453730424246) | > loss_disc_real_4: 0.22817368805408478 (0.2482020060221354) | > loss_disc_real_5: 0.2369692623615265 (0.2116330067316691) | > loss_0: 2.5292835235595703 (2.4624077479044595) | > loss_gen: 2.1507723331451416 (2.302868127822876) | > loss_kl: 3.3534135818481445 (3.245093822479248) | > loss_feat: 5.315400123596191 (5.259787559509277) | > loss_mel: 16.074748992919922 (17.494448979695637) | > loss_duration: 2.3430967330932617 (2.4198497931162515) | > loss_1: 29.237430572509766 (30.722047170003254)  --> STEP: 4 | > loss_disc: 2.349506139755249 (2.434182345867157) | > loss_disc_real_0: 0.12936072051525116 (0.14477605000138283) | > loss_disc_real_1: 0.2549184262752533 (0.26964500918984413) | > loss_disc_real_2: 0.1504315882921219 (0.16534534469246864) | > loss_disc_real_3: 0.20348915457725525 (0.23650069162249565) | > loss_disc_real_4: 0.22685353457927704 (0.24286488816142082) | > loss_disc_real_5: 0.1804211288690567 (0.203830037266016) | > loss_0: 2.349506139755249 (2.434182345867157) | > loss_gen: 2.277338743209839 (2.2964857816696167) | > loss_kl: 3.335726737976074 (3.2677520513534546) | > loss_feat: 7.52426290512085 (5.82590639591217) | > loss_mel: 18.88654327392578 (17.842472553253174) | > loss_duration: 2.432573080062866 (2.4230306148529053) | > loss_1: 34.456443786621094 (31.655646324157715)  --> STEP: 5 | > loss_disc: 2.4128997325897217 (2.42992582321167) | > loss_disc_real_0: 0.1314677894115448 (0.14211439788341523) | > loss_disc_real_1: 0.18755124509334564 (0.2532262563705444) | > loss_disc_real_2: 0.16562660038471222 (0.16540159583091735) | > loss_disc_real_3: 0.1949179768562317 (0.22818414866924286) | > loss_disc_real_4: 0.24497610330581665 (0.2432871311903) | > loss_disc_real_5: 0.24614287912845612 (0.21229260563850402) | > loss_0: 2.4128997325897217 (2.42992582321167) | > loss_gen: 2.104170083999634 (2.25802264213562) | > loss_kl: 3.05230712890625 (3.2246630668640135) | > loss_feat: 5.027176856994629 (5.6661604881286625) | > loss_mel: 17.726734161376953 (17.81932487487793) | > loss_duration: 2.3171262741088867 (2.4018497467041016) | > loss_1: 30.22751235961914 (31.37001953125)  --> STEP: 6 | > loss_disc: 2.5199689865112305 (2.44493301709493) | > loss_disc_real_0: 0.11165071278810501 (0.13703711703419685) | > loss_disc_real_1: 0.2863790690898895 (0.25875172515710193) | > loss_disc_real_2: 0.1816413551568985 (0.16810822238524756) | > loss_disc_real_3: 0.25532543659210205 (0.23270769665638605) | > loss_disc_real_4: 0.22822608053684235 (0.24077695608139038) | > loss_disc_real_5: 0.23918071389198303 (0.21677395701408386) | > loss_0: 2.5199689865112305 (2.44493301709493) | > loss_gen: 2.187699794769287 (2.2463021675745645) | > loss_kl: 3.258005142211914 (3.230220079421997) | > loss_feat: 5.82844352722168 (5.693207661310832) | > loss_mel: 16.688072204589844 (17.63078276316325) | > loss_duration: 2.1598758697509766 (2.361520767211914) | > loss_1: 30.12209701538086 (31.16203244527181)  --> STEP: 7 | > loss_disc: 2.3639087677001953 (2.4333581243242537) | > loss_disc_real_0: 0.11662422120571136 (0.13412098905869893) | > loss_disc_real_1: 0.27658480405807495 (0.2612993078572409) | > loss_disc_real_2: 0.15376585721969604 (0.16605931307588304) | > loss_disc_real_3: 0.24126337468624115 (0.23392993637493678) | > loss_disc_real_4: 0.2674632668495178 (0.24458928619112288) | > loss_disc_real_5: 0.24549874663352966 (0.2208774983882904) | > loss_0: 2.3639087677001953 (2.4333581243242537) | > loss_gen: 2.3547799587249756 (2.261798994881766) | > loss_kl: 4.38110876083374 (3.3946327481951033) | > loss_feat: 5.018566131591797 (5.596830299922398) | > loss_mel: 17.52076530456543 (17.61506598336356) | > loss_duration: 2.5048294067382812 (2.381993430001395) | > loss_1: 31.78005027770996 (31.25032070704869)  --> STEP: 8 | > loss_disc: 2.43042254447937 (2.432991176843643) | > loss_disc_real_0: 0.11627505719661713 (0.1318902475759387) | > loss_disc_real_1: 0.17771579325199127 (0.25085136853158474) | > loss_disc_real_2: 0.16813600063323975 (0.16631889902055264) | > loss_disc_real_3: 0.19880396127700806 (0.2295391894876957) | > loss_disc_real_4: 0.2770525813102722 (0.24864719808101654) | > loss_disc_real_5: 0.18433527648448944 (0.21630972065031528) | > loss_0: 2.43042254447937 (2.432991176843643) | > loss_gen: 2.285877227783203 (2.264808773994446) | > loss_kl: 3.319614887237549 (3.385255515575409) | > loss_feat: 8.563379287719727 (5.967648923397064) | > loss_mel: 19.145736694335938 (17.806399822235107) | > loss_duration: 2.3672192096710205 (2.3801466524600983) | > loss_1: 35.68182373046875 (31.804258584976196)  --> STEP: 9 | > loss_disc: 2.4312753677368164 (2.432800531387329) | > loss_disc_real_0: 0.2065635323524475 (0.14018727921777302) | > loss_disc_real_1: 0.3438661992549896 (0.2611863497230742) | > loss_disc_real_2: 0.1762010157108307 (0.1674169119861391) | > loss_disc_real_3: 0.1790679395198822 (0.22393127282460532) | > loss_disc_real_4: 0.3195917308330536 (0.25652992394235397) | > loss_disc_real_5: 0.29335805773735046 (0.22487064699331918) | > loss_0: 2.4312753677368164 (2.432800531387329) | > loss_gen: 2.8806445598602295 (2.3332349724239774) | > loss_kl: 2.5061609745025635 (3.2875783443450928) | > loss_feat: 8.324481964111328 (6.229519261254205) | > loss_mel: 19.240243911743164 (17.965715832180447) | > loss_duration: 2.1553454399108887 (2.3551687399546304) | > loss_1: 35.106876373291016 (32.17121611701118)  --> STEP: 10 | > loss_disc: 2.604051113128662 (2.4499255895614622) | > loss_disc_real_0: 0.13288433849811554 (0.13945698514580726) | > loss_disc_real_1: 0.2321031242609024 (0.258278027176857) | > loss_disc_real_2: 0.21773873269557953 (0.17244909405708314) | > loss_disc_real_3: 0.2254721224308014 (0.22408535778522493) | > loss_disc_real_4: 0.3052102327346802 (0.2613979548215866) | > loss_disc_real_5: 0.2892579138278961 (0.2313093736767769) | > loss_0: 2.604051113128662 (2.4499255895614622) | > loss_gen: 2.2206811904907227 (2.321979594230652) | > loss_kl: 3.325164318084717 (3.291336941719055) | > loss_feat: 5.4902167320251465 (6.155589008331299) | > loss_mel: 18.133394241333008 (17.982483673095704) | > loss_duration: 2.3425633907318115 (2.3539082050323485) | > loss_1: 31.512020111083984 (32.105296516418456)  --> STEP: 11 | > loss_disc: 2.510190486907959 (2.455404216592962) | > loss_disc_real_0: 0.12937647104263306 (0.13854057477279144) | > loss_disc_real_1: 0.1990397423505783 (0.2528927285562862) | > loss_disc_real_2: 0.1899307668209076 (0.17403833703561264) | > loss_disc_real_3: 0.2720739245414734 (0.22844795476306567) | > loss_disc_real_4: 0.26385754346847534 (0.2616215537894856) | > loss_disc_real_5: 0.2898731827735901 (0.2366333563219417) | > loss_0: 2.510190486907959 (2.455404216592962) | > loss_gen: 2.331625461578369 (2.3228564912622627) | > loss_kl: 3.6865601539611816 (3.3272663246501577) | > loss_feat: 5.6325602531433105 (6.108040939677846) | > loss_mel: 17.601652145385742 (17.94786262512207) | > loss_duration: 2.4588255882263184 (2.3634461489590732) | > loss_1: 31.711223602294922 (32.06947170604359)  --> STEP: 12 | > loss_disc: 2.389610767364502 (2.449921429157257) | > loss_disc_real_0: 0.06453369557857513 (0.1323733348399401) | > loss_disc_real_1: 0.276631236076355 (0.2548709375162919) | > loss_disc_real_2: 0.15093392133712769 (0.1721129690607389) | > loss_disc_real_3: 0.1946859210729599 (0.22563445195555687) | > loss_disc_real_4: 0.2149202674627304 (0.25772977992892265) | > loss_disc_real_5: 0.19024193286895752 (0.23276740436752638) | > loss_0: 2.389610767364502 (2.449921429157257) | > loss_gen: 2.1135287284851074 (2.305412511030833) | > loss_kl: 2.288910150527954 (3.240736643473307) | > loss_feat: 5.724723815917969 (6.076097846031189) | > loss_mel: 17.056543350219727 (17.873586018880207) | > loss_duration: 2.2757503986358643 (2.3561381697654724) | > loss_1: 29.459457397460938 (31.85197051366171)  --> STEP: 13 | > loss_disc: 2.5875511169433594 (2.4605083282177267) | > loss_disc_real_0: 0.1389426589012146 (0.13287866746003815) | > loss_disc_real_1: 0.3286077082157135 (0.26054299680086285) | > loss_disc_real_2: 0.1682644635438919 (0.17181693017482758) | > loss_disc_real_3: 0.26053619384765625 (0.2283192013318722) | > loss_disc_real_4: 0.2890786826610565 (0.26014123398524064) | > loss_disc_real_5: 0.2477133572101593 (0.2339170930477289) | > loss_0: 2.5875511169433594 (2.4605083282177267) | > loss_gen: 2.144127368927002 (2.2930059616382303) | > loss_kl: 3.2513720989227295 (3.241554755430955) | > loss_feat: 4.637123107910156 (5.96540748156034) | > loss_mel: 15.709182739257812 (17.707093458909256) | > loss_duration: 2.272359848022461 (2.3496936834775486) | > loss_1: 28.0141658782959 (31.55675477247972)  --> STEP: 14 | > loss_disc: 2.5986804962158203 (2.4703777687890187) | > loss_disc_real_0: 0.06436073035001755 (0.1279845290950367) | > loss_disc_real_1: 0.20254521071910858 (0.25640029779502327) | > loss_disc_real_2: 0.16456489264965057 (0.1712989274944578) | > loss_disc_real_3: 0.24105723202228546 (0.2292290606669017) | > loss_disc_real_4: 0.27180132269859314 (0.2609740974647658) | > loss_disc_real_5: 0.18915919959545135 (0.2307201006582805) | > loss_0: 2.5986804962158203 (2.4703777687890187) | > loss_gen: 1.8882033824920654 (2.2640914916992183) | > loss_kl: 3.601182460784912 (3.2672424486705234) | > loss_feat: 6.400338649749756 (5.99647399357387) | > loss_mel: 18.41840934753418 (17.757901736668178) | > loss_duration: 2.4285671710968018 (2.3553275040217807) | > loss_1: 32.736698150634766 (31.64103644234794)  --> STEP: 15 | > loss_disc: 2.3615150451660156 (2.4631202538808186) | > loss_disc_real_0: 0.15655279159545898 (0.12988907992839818) | > loss_disc_real_1: 0.16869328916072845 (0.2505531638860703) | > loss_disc_real_2: 0.1519055962562561 (0.17000603874524434) | > loss_disc_real_3: 0.22330331802368164 (0.22883401115735372) | > loss_disc_real_4: 0.19089065492153168 (0.25630186796188353) | > loss_disc_real_5: 0.16107891499996185 (0.22607735494772593) | > loss_0: 2.3615150451660156 (2.4631202538808186) | > loss_gen: 2.156142473220825 (2.256894890467325) | > loss_kl: 3.303673505783081 (3.2696711858113607) | > loss_feat: 6.127571105957031 (6.0052138010660805) | > loss_mel: 17.530380249023438 (17.742733637491863) | > loss_duration: 2.329322338104248 (2.3535938262939453) | > loss_1: 31.44709014892578 (31.62810668945313)  --> STEP: 16 | > loss_disc: 2.4350168704986572 (2.4613637924194336) | > loss_disc_real_0: 0.16692796349525452 (0.1322040101513267) | > loss_disc_real_1: 0.30972224473953247 (0.2542512314394117) | > loss_disc_real_2: 0.1267920583486557 (0.16730516497045755) | > loss_disc_real_3: 0.25849518179893494 (0.23068783432245255) | > loss_disc_real_4: 0.24830026924610138 (0.25580176804214716) | > loss_disc_real_5: 0.18925562500953674 (0.2237759968265891) | > loss_0: 2.4350168704986572 (2.4613637924194336) | > loss_gen: 2.3399784564971924 (2.262087613344192) | > loss_kl: 2.396746873855591 (3.215113416314125) | > loss_feat: 6.857649326324463 (6.05849102139473) | > loss_mel: 16.566469192504883 (17.669217109680176) | > loss_duration: 2.3601138591766357 (2.3540013283491135) | > loss_1: 30.520957946777344 (31.558909893035892)  --> STEP: 17 | > loss_disc: 2.6737444400787354 (2.47385677169351) | > loss_disc_real_0: 0.1991446614265442 (0.13614169552045716) | > loss_disc_real_1: 0.33751940727233887 (0.2591493594295839) | > loss_disc_real_2: 0.21873098611831665 (0.1703302132732728) | > loss_disc_real_3: 0.2509664297103882 (0.23188069287468405) | > loss_disc_real_4: 0.3513892590999603 (0.26142456163378325) | > loss_disc_real_5: 0.3036704659461975 (0.2284756714806837) | > loss_0: 2.6737444400787354 (2.47385677169351) | > loss_gen: 2.6076741218566895 (2.282416231491986) | > loss_kl: 2.3391032218933105 (3.1635834048776066) | > loss_feat: 6.062697887420654 (6.058738484102137) | > loss_mel: 16.455921173095703 (17.597846760469324) | > loss_duration: 2.4691686630249023 (2.3607758774476895) | > loss_1: 29.934566497802734 (31.463360281551587)  --> STEP: 18 | > loss_disc: 2.427534818649292 (2.4712833298577204) | > loss_disc_real_0: 0.10039524734020233 (0.1341557817326652) | > loss_disc_real_1: 0.23459124565124512 (0.2577850197752317) | > loss_disc_real_2: 0.16401302814483643 (0.1699792585439152) | > loss_disc_real_3: 0.22081121802330017 (0.23126572204960716) | > loss_disc_real_4: 0.21252046525478363 (0.2587076673905055) | > loss_disc_real_5: 0.14151990413665771 (0.2236447955171267) | > loss_0: 2.427534818649292 (2.4712833298577204) | > loss_gen: 2.202657461166382 (2.2779851886961193) | > loss_kl: 2.8331687450408936 (3.145227034886678) | > loss_feat: 9.017593383789062 (6.223119311862522) | > loss_mel: 17.849159240722656 (17.61180856492784) | > loss_duration: 2.278562068939209 (2.3562084436416626) | > loss_1: 34.1811408996582 (31.61434809366862)  --> STEP: 19 | > loss_disc: 2.408173084259033 (2.4679617379841052) | > loss_disc_real_0: 0.10662016272544861 (0.13270653862702222) | > loss_disc_real_1: 0.24957600235939026 (0.2573529662270295) | > loss_disc_real_2: 0.19861896336078644 (0.1714866114290137) | > loss_disc_real_3: 0.24939298629760742 (0.2322197885889756) | > loss_disc_real_4: 0.23591934144496918 (0.2575082818144246) | > loss_disc_real_5: 0.2037942260503769 (0.22260002870308726) | > loss_0: 2.408173084259033 (2.4679617379841052) | > loss_gen: 2.4288454055786133 (2.2859252001109875) | > loss_kl: 1.9689615964889526 (3.083318327602587) | > loss_feat: 8.032564163208008 (6.318353251407021) | > loss_mel: 16.83345603942871 (17.57084264253315) | > loss_duration: 2.331925630569458 (2.3549304008483887) | > loss_1: 31.595754623413086 (31.61336948997096)  --> STEP: 20 | > loss_disc: 2.4667322635650635 (2.467900264263153) | > loss_disc_real_0: 0.09060854464769363 (0.1306016389280558) | > loss_disc_real_1: 0.25396355986595154 (0.2571834959089756) | > loss_disc_real_2: 0.2161569893360138 (0.1737201303243637) | > loss_disc_real_3: 0.2216969132423401 (0.23169364482164384) | > loss_disc_real_4: 0.29192283749580383 (0.25922900959849354) | > loss_disc_real_5: 0.18500396609306335 (0.22072022557258605) | > loss_0: 2.4667322635650635 (2.467900264263153) | > loss_gen: 2.25394868850708 (2.2843263745307922) | > loss_kl: 2.1618316173553467 (3.037243992090225) | > loss_feat: 6.045069217681885 (6.304689049720764) | > loss_mel: 18.721668243408203 (17.628383922576905) | > loss_duration: 2.3325488567352295 (2.3538113236427307) | > loss_1: 31.515066146850586 (31.608454322814943)  --> STEP: 21 | > loss_disc: 2.4178552627563477 (2.4655171689533053) | > loss_disc_real_0: 0.10470706224441528 (0.12936856384788242) | > loss_disc_real_1: 0.2204420119524002 (0.25543390143485295) | > loss_disc_real_2: 0.18479329347610474 (0.17424742380777994) | > loss_disc_real_3: 0.22637620568275452 (0.23144043343407766) | > loss_disc_real_4: 0.26186877489089966 (0.25935471270765575) | > loss_disc_real_5: 0.20042239129543304 (0.21975366203557878) | > loss_0: 2.4178552627563477 (2.4655171689533053) | > loss_gen: 2.179312229156494 (2.27932570094154) | > loss_kl: 2.1723010540008545 (2.9960562331335887) | > loss_feat: 5.4365010261535645 (6.263346762884231) | > loss_mel: 14.41779613494873 (17.475498789832706) | > loss_duration: 2.1436548233032227 (2.343803871245611) | > loss_1: 26.349563598632812 (31.358030954996746)  --> STEP: 22 | > loss_disc: 2.2381792068481445 (2.4551836252212524) | > loss_disc_real_0: 0.07127772271633148 (0.12672807106917558) | > loss_disc_real_1: 0.18421727418899536 (0.25219678201458673) | > loss_disc_real_2: 0.16472095251083374 (0.1738144023851915) | > loss_disc_real_3: 0.20223671197891235 (0.23011299154975198) | > loss_disc_real_4: 0.20942841470241547 (0.25708533552559937) | > loss_disc_real_5: 0.24339401721954346 (0.22082822363484989) | > loss_0: 2.2381792068481445 (2.4551836252212524) | > loss_gen: 2.3174028396606445 (2.2810564799742266) | > loss_kl: 2.0882201194763184 (2.9547909552400764) | > loss_feat: 8.426956176757812 (6.36169264533303) | > loss_mel: 18.95256233215332 (17.54263804175637) | > loss_duration: 2.21510648727417 (2.337953990156) | > loss_1: 34.000247955322266 (31.478131727738813)  --> STEP: 23 | > loss_disc: 2.4408798217773438 (2.4545617207236914) | > loss_disc_real_0: 0.18559816479682922 (0.12928764036168228) | > loss_disc_real_1: 0.24470669031143188 (0.25187112585357996) | > loss_disc_real_2: 0.18278534710407257 (0.17420444345992545) | > loss_disc_real_3: 0.26458731293678284 (0.23161187508831854) | > loss_disc_real_4: 0.2572239637374878 (0.25709136283915973) | > loss_disc_real_5: 0.23931744694709778 (0.22163210290929544) | > loss_0: 2.4408798217773438 (2.4545617207236914) | > loss_gen: 2.360060930252075 (2.284491456073263) | > loss_kl: 3.0595550537109375 (2.959345916043157) | > loss_feat: 6.823398113250732 (6.3817667961120605) | > loss_mel: 17.16836166381836 (17.526365155759066) | > loss_duration: 2.2748775482177734 (2.3352115361586856) | > loss_1: 31.686254501342773 (31.487180543982465)  --> STEP: 24 | > loss_disc: 2.6230926513671875 (2.461583842833837) | > loss_disc_real_0: 0.12372729927301407 (0.12905595948298776) | > loss_disc_real_1: 0.3004453778266907 (0.25389505301912624) | > loss_disc_real_2: 0.2529059052467346 (0.17748367103437582) | > loss_disc_real_3: 0.28402695059776306 (0.23379583656787872) | > loss_disc_real_4: 0.2933128774166107 (0.25860059261322016) | > loss_disc_real_5: 0.30908530950546265 (0.22527598651746908) | > loss_0: 2.6230926513671875 (2.461583842833837) | > loss_gen: 2.3995003700256348 (2.289283494154612) | > loss_kl: 2.3787074089050293 (2.9351526449124017) | > loss_feat: 6.559109687805176 (6.389156083265941) | > loss_mel: 16.759958267211914 (17.494431535402935) | > loss_duration: 2.4079232215881348 (2.338241189718246) | > loss_1: 30.505197525024414 (31.44626458485921)  --> STEP: 25 | > loss_disc: 2.4736690521240234 (2.4620672512054442) | > loss_disc_real_0: 0.08209240436553955 (0.12717741727828982) | > loss_disc_real_1: 0.2770261764526367 (0.25482029795646666) | > loss_disc_real_2: 0.18170274794101715 (0.17765243411064147) | > loss_disc_real_3: 0.20345012843608856 (0.2325820082426071) | > loss_disc_real_4: 0.22569261491298676 (0.2572842735052108) | > loss_disc_real_5: 0.19543008506298065 (0.22408215045928956) | > loss_0: 2.4736690521240234 (2.4620672512054442) | > loss_gen: 2.159106492996216 (2.2840764141082763) | > loss_kl: 3.1482505798339844 (2.9436765623092653) | > loss_feat: 8.449695587158203 (6.47157766342163) | > loss_mel: 17.227418899536133 (17.48375102996826) | > loss_duration: 2.4230728149414062 (2.3416344547271724) | > loss_1: 33.40754699707031 (31.524715881347657)  --> STEP: 26 | > loss_disc: 2.0980703830718994 (2.4480673716618466) | > loss_disc_real_0: 0.07473725080490112 (0.1251604877985441) | > loss_disc_real_1: 0.18570686876773834 (0.2521620891415156) | > loss_disc_real_2: 0.0735899806022644 (0.17365003205262697) | > loss_disc_real_3: 0.05609316751360893 (0.22579397590687642) | > loss_disc_real_4: 0.20057594776153564 (0.25510318405353105) | > loss_disc_real_5: 0.23807170987129211 (0.22462021043667427) | > loss_0: 2.0980703830718994 (2.4480673716618466) | > loss_gen: 2.111159324645996 (2.2774257568212657) | > loss_kl: 2.3242342472076416 (2.9198518578822794) | > loss_feat: 16.22199821472168 (6.846593838471633) | > loss_mel: 19.42490577697754 (17.558410827930157) | > loss_duration: 2.296365737915039 (2.339893350234398) | > loss_1: 42.378662109375 (31.9421753516564) --> EVAL PERFORMANCE | > avg_loader_time: 0.002484890130849985 (+6.072337810809729e-05) | > avg_loss_disc: 2.4480673716618466 (-0.05656052552736712) | > avg_loss_disc_real_0: 0.1251604877985441 (-0.02989233743685943) | > avg_loss_disc_real_1: 0.2521620891415156 (+0.018207115049545614) | > avg_loss_disc_real_2: 0.17365003205262697 (-0.061159621637601136) | > avg_loss_disc_real_3: 0.22579397590687642 (-0.030569456660976796) | > avg_loss_disc_real_4: 0.25510318405353105 (+0.018541538944611163) | > avg_loss_disc_real_5: 0.22462021043667427 (-0.04429814792596368) | > avg_loss_0: 2.4480673716618466 (-0.05656052552736712) | > avg_loss_gen: 2.2774257568212657 (-0.1331955698820262) | > avg_loss_kl: 2.9198518578822794 (-0.14986360531586884) | > avg_loss_feat: 6.846593838471633 (-0.04848658121549132) | > avg_loss_mel: 17.558410827930157 (+0.10766806969275677) | > avg_loss_duration: 2.339893350234398 (-0.020456635035001725) | > avg_loss_1: 31.9421753516564 (-0.24433502784142647)  > EPOCH: 845/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:39:37)   --> TIME: 2024-06-12 04:39:47 -- STEP: 24/330 -- GLOBAL_STEP: 366875 | > loss_disc: 2.3812599182128906 (2.2895496487617493) | > loss_disc_real_0: 0.08801719546318054 (0.10163468401879072) | > loss_disc_real_1: 0.22042125463485718 (0.19608885732789835) | > loss_disc_real_2: 0.18705657124519348 (0.1985281196733316) | > loss_disc_real_3: 0.24530690908432007 (0.22466167124609152) | > loss_disc_real_4: 0.2497917264699936 (0.2244186426202456) | > loss_disc_real_5: 0.2505391538143158 (0.21768543434639773) | > loss_0: 2.3812599182128906 (2.2895496487617493) | > grad_norm_0: tensor(4.9800, device='cuda:0') (tensor(8.5456, device='cuda:0')) | > loss_gen: 2.3921170234680176 (2.5311308105786643) | > loss_kl: 1.9731247425079346 (1.8803899387518566) | > loss_feat: 6.6141180992126465 (7.10932332277298) | > loss_mel: 16.899559020996094 (17.32168642679851) | > loss_duration: 1.9848188161849976 (2.0218132634957637) | > loss_1: 29.863737106323242 (30.864343802134197) | > grad_norm_1: tensor(117.6803, device='cuda:0') (tensor(88.2225, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3526 (0.3624582290649414) | > loader_time: 0.0031 (0.0031671226024627686)  --> TIME: 2024-06-12 04:39:56 -- STEP: 49/330 -- GLOBAL_STEP: 366900 | > loss_disc: 2.295593500137329 (2.3165693429051615) | > loss_disc_real_0: 0.10411659628152847 (0.10128498959298037) | > loss_disc_real_1: 0.1949169784784317 (0.19354197322105876) | > loss_disc_real_2: 0.20449523627758026 (0.20171982293226282) | > loss_disc_real_3: 0.1978616714477539 (0.22552595150714017) | > loss_disc_real_4: 0.18633733689785004 (0.22850660706052975) | > loss_disc_real_5: 0.18797500431537628 (0.22093762609423423) | > loss_0: 2.295593500137329 (2.3165693429051615) | > grad_norm_0: tensor(6.4305, device='cuda:0') (tensor(9.0222, device='cuda:0')) | > loss_gen: 2.5186545848846436 (2.5165099173176046) | > loss_kl: 1.951870083808899 (1.9376100788311081) | > loss_feat: 7.233610153198242 (7.123047614584164) | > loss_mel: 17.067331314086914 (17.21801197285555) | > loss_duration: 1.9308983087539673 (1.98998895469977) | > loss_1: 30.702363967895508 (30.78516847260144) | > grad_norm_1: tensor(75.0484, device='cuda:0') (tensor(89.8611, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3603 (0.3612485223886918) | > loader_time: 0.0034 (0.003346472370381258)  --> TIME: 2024-06-12 04:40:05 -- STEP: 74/330 -- GLOBAL_STEP: 366925 | > loss_disc: 2.3055124282836914 (2.338168724163159) | > loss_disc_real_0: 0.10091523826122284 (0.10240150555162816) | > loss_disc_real_1: 0.21032896637916565 (0.1947122186019614) | > loss_disc_real_2: 0.22051101922988892 (0.20692995331577352) | > loss_disc_real_3: 0.2116476595401764 (0.22894110490341443) | > loss_disc_real_4: 0.20723572373390198 (0.23091019267165983) | > loss_disc_real_5: 0.20371632277965546 (0.2224948291440268) | > loss_0: 2.3055124282836914 (2.338168724163159) | > grad_norm_0: tensor(10.2158, device='cuda:0') (tensor(8.7627, device='cuda:0')) | > loss_gen: 2.4591641426086426 (2.4998316958143905) | > loss_kl: 2.1684134006500244 (1.9538962277206215) | > loss_feat: 7.119128227233887 (7.094037796999957) | > loss_mel: 17.552303314208984 (17.231041238114635) | > loss_duration: 1.9117448329925537 (1.9785587465440908) | > loss_1: 31.210752487182617 (30.75736561337033) | > grad_norm_1: tensor(74.7097, device='cuda:0') (tensor(91.5603, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3655 (0.36241289731618515) | > loader_time: 0.0042 (0.003436778042767499)  --> TIME: 2024-06-12 04:40:14 -- STEP: 99/330 -- GLOBAL_STEP: 366950 | > loss_disc: 2.4486641883850098 (2.340547845821189) | > loss_disc_real_0: 0.12576669454574585 (0.10423299022997269) | > loss_disc_real_1: 0.20616498589515686 (0.1950815243251396) | > loss_disc_real_2: 0.2669389247894287 (0.20805836702236022) | > loss_disc_real_3: 0.2309560626745224 (0.22817344948498888) | > loss_disc_real_4: 0.2196139395236969 (0.23207252856456873) | > loss_disc_real_5: 0.20725299417972565 (0.22257965818198042) | > loss_0: 2.4486641883850098 (2.340547845821189) | > grad_norm_0: tensor(7.7848, device='cuda:0') (tensor(8.3232, device='cuda:0')) | > loss_gen: 2.3899431228637695 (2.4978715145226693) | > loss_kl: 2.0237326622009277 (1.963046568812746) | > loss_feat: 6.67525053024292 (7.058288448988789) | > loss_mel: 17.147216796875 (17.20100424024794) | > loss_duration: 2.0141429901123047 (1.9802697547758472) | > loss_1: 30.25028419494629 (30.700480432221383) | > grad_norm_1: tensor(67.1827, device='cuda:0') (tensor(88.5852, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3854 (0.36332460605736927) | > loader_time: 0.0036 (0.003502761474763504)  --> TIME: 2024-06-12 04:40:24 -- STEP: 124/330 -- GLOBAL_STEP: 366975 | > loss_disc: 2.3741953372955322 (2.348708300821244) | > loss_disc_real_0: 0.10410166531801224 (0.10690893136685894) | > loss_disc_real_1: 0.17707425355911255 (0.19530447356162534) | > loss_disc_real_2: 0.20080392062664032 (0.2091895692771481) | > loss_disc_real_3: 0.22540763020515442 (0.22936855821359542) | > loss_disc_real_4: 0.20941251516342163 (0.23137662427559977) | > loss_disc_real_5: 0.1932249814271927 (0.22261310512981108) | > loss_0: 2.3741953372955322 (2.348708300821244) | > grad_norm_0: tensor(13.1377, device='cuda:0') (tensor(8.4351, device='cuda:0')) | > loss_gen: 2.4541451930999756 (2.4900239206129515) | > loss_kl: 1.8944648504257202 (1.9694454852611787) | > loss_feat: 7.6513285636901855 (7.049885842107957) | > loss_mel: 17.485973358154297 (17.23643672081732) | > loss_duration: 2.0027389526367188 (1.9856408440297653) | > loss_1: 31.488651275634766 (30.73143276091545) | > grad_norm_1: tensor(162.0913, device='cuda:0') (tensor(87.4168, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3543 (0.3659447104700149) | > loader_time: 0.0037 (0.0036118011320790937)  --> TIME: 2024-06-12 04:40:34 -- STEP: 149/330 -- GLOBAL_STEP: 367000 | > loss_disc: 2.451296329498291 (2.354061766758862) | > loss_disc_real_0: 0.1258431226015091 (0.10910892821598372) | > loss_disc_real_1: 0.19351068139076233 (0.19617398173217002) | > loss_disc_real_2: 0.2234114706516266 (0.21037792719450576) | > loss_disc_real_3: 0.23323172330856323 (0.22953220311827308) | > loss_disc_real_4: 0.22047340869903564 (0.2315593781887285) | > loss_disc_real_5: 0.20778852701187134 (0.22266175012860523) | > loss_0: 2.451296329498291 (2.354061766758862) | > grad_norm_0: tensor(24.9332, device='cuda:0') (tensor(9.6121, device='cuda:0')) | > loss_gen: 2.284414291381836 (2.486982278375818) | > loss_kl: 2.2198145389556885 (1.9847222078566584) | > loss_feat: 6.402156829833984 (7.024778362888619) | > loss_mel: 17.115262985229492 (17.24349368818654) | > loss_duration: 2.041992664337158 (1.9906843188625054) | > loss_1: 30.063640594482422 (30.730660816167024) | > grad_norm_1: tensor(277.4912, device='cuda:0') (tensor(105.5462, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3931 (0.3692234394534321) | > loader_time: 0.004 (0.0037302394841341366) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_367000.pth  --> TIME: 2024-06-12 04:40:53 -- STEP: 174/330 -- GLOBAL_STEP: 367025 | > loss_disc: 2.3831355571746826 (2.357101556898534) | > loss_disc_real_0: 0.09012830257415771 (0.11002981598521101) | > loss_disc_real_1: 0.19750167429447174 (0.1963533436258634) | > loss_disc_real_2: 0.19044171273708344 (0.2104398774347086) | > loss_disc_real_3: 0.2292201668024063 (0.22959501441867872) | > loss_disc_real_4: 0.23682822287082672 (0.23202699157355847) | > loss_disc_real_5: 0.2413438856601715 (0.22309776232845482) | > loss_0: 2.3831355571746826 (2.357101556898534) | > grad_norm_0: tensor(14.6722, device='cuda:0') (tensor(10.7763, device='cuda:0')) | > loss_gen: 2.45806622505188 (2.4823937114627874) | > loss_kl: 1.9723503589630127 (1.994070872493174) | > loss_feat: 6.371695518493652 (7.017298868332787) | > loss_mel: 16.258865356445312 (17.210827663027) | > loss_duration: 2.099512815475464 (1.9967389182112683) | > loss_1: 29.160490036010742 (30.70133003147169) | > grad_norm_1: tensor(353.9247, device='cuda:0') (tensor(127.3015, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3792 (0.37246226442271263) | > loader_time: 0.0043 (0.02413666385343705)  --> TIME: 2024-06-12 04:41:03 -- STEP: 199/330 -- GLOBAL_STEP: 367050 | > loss_disc: 2.4030327796936035 (2.35754156831521) | > loss_disc_real_0: 0.14799606800079346 (0.11176218010073331) | > loss_disc_real_1: 0.17930226027965546 (0.19594399533679138) | > loss_disc_real_2: 0.22390756011009216 (0.21090202138352035) | > loss_disc_real_3: 0.2365824431180954 (0.22943312461352228) | > loss_disc_real_4: 0.23414018750190735 (0.23244376076226259) | > loss_disc_real_5: 0.2366250604391098 (0.22279290510481925) | > loss_0: 2.4030327796936035 (2.35754156831521) | > grad_norm_0: tensor(32.2700, device='cuda:0') (tensor(12.5918, device='cuda:0')) | > loss_gen: 2.4534990787506104 (2.4884246641667027) | > loss_kl: 1.9532932043075562 (2.0044667019915923) | > loss_feat: 6.431058883666992 (7.012104269248159) | > loss_mel: 17.487472534179688 (17.17699113682884) | > loss_duration: 2.135801315307617 (2.00560948956552) | > loss_1: 30.461124420166016 (30.68759624922096) | > grad_norm_1: tensor(275.7590, device='cuda:0') (tensor(151.7410, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.3919 (0.37438062087974355) | > loader_time: 0.0048 (0.02170421849543126)  --> TIME: 2024-06-12 04:41:13 -- STEP: 224/330 -- GLOBAL_STEP: 367075 | > loss_disc: 2.1995725631713867 (2.3561008561934753) | > loss_disc_real_0: 0.07113546878099442 (0.11163014620875142) | > loss_disc_real_1: 0.21107064187526703 (0.19587330879377468) | > loss_disc_real_2: 0.18941809237003326 (0.21073981846815773) | > loss_disc_real_3: 0.25253206491470337 (0.22950608802161046) | > loss_disc_real_4: 0.22005510330200195 (0.2319384619061436) | > loss_disc_real_5: 0.20310458540916443 (0.222866663908852) | > loss_0: 2.1995725631713867 (2.3561008561934753) | > grad_norm_0: tensor(23.0472, device='cuda:0') (tensor(14.6134, device='cuda:0')) | > loss_gen: 2.941956043243408 (2.4969815643770343) | > loss_kl: 2.0161385536193848 (2.0135504422443242) | > loss_feat: 8.084336280822754 (7.030457224164691) | > loss_mel: 17.87369155883789 (17.15045197946683) | > loss_duration: 2.1202335357666016 (2.01364186193262) | > loss_1: 33.036354064941406 (30.70508301258087) | > grad_norm_1: tensor(388.3645, device='cuda:0') (tensor(177.0021, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.4007 (0.37665229397160666) | > loader_time: 0.0052 (0.019840027604784285)  --> TIME: 2024-06-12 04:41:23 -- STEP: 249/330 -- GLOBAL_STEP: 367100 | > loss_disc: 2.316685676574707 (2.359435071906891) | > loss_disc_real_0: 0.11477679014205933 (0.11309692193286486) | > loss_disc_real_1: 0.18549706041812897 (0.19607662753647112) | > loss_disc_real_2: 0.2575325071811676 (0.21111867908971854) | > loss_disc_real_3: 0.22525599598884583 (0.22964216062582163) | > loss_disc_real_4: 0.2202550321817398 (0.23195630377794366) | > loss_disc_real_5: 0.19532643258571625 (0.22214753590673808) | > loss_0: 2.316685676574707 (2.359435071906891) | > grad_norm_0: tensor(29.5164, device='cuda:0') (tensor(16.4421, device='cuda:0')) | > loss_gen: 2.369699716567993 (2.493507240670751) | > loss_kl: 1.9017431735992432 (2.016985078413323) | > loss_feat: 6.60411262512207 (7.009663955274836) | > loss_mel: 16.32921028137207 (17.12126279930511) | > loss_duration: 2.099709987640381 (2.0224247218135867) | > loss_1: 29.304475784301758 (30.66384373706986) | > grad_norm_1: tensor(416.5421, device='cuda:0') (tensor(197.2446, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.4181 (0.3810098851062208) | > loader_time: 0.0053 (0.018394655970684497)  --> TIME: 2024-06-12 04:41:35 -- STEP: 274/330 -- GLOBAL_STEP: 367125 | > loss_disc: 2.3992760181427 (2.3596588120843385) | > loss_disc_real_0: 0.10973985493183136 (0.11379600502550602) | > loss_disc_real_1: 0.1692415326833725 (0.19612699861291552) | > loss_disc_real_2: 0.23234154284000397 (0.21081463388935492) | > loss_disc_real_3: 0.24312114715576172 (0.2294832223305737) | > loss_disc_real_4: 0.2344457060098648 (0.23180848392691925) | > loss_disc_real_5: 0.22367537021636963 (0.22209976597206435) | > loss_0: 2.3992760181427 (2.3596588120843385) | > grad_norm_0: tensor(17.8002, device='cuda:0') (tensor(16.9695, device='cuda:0')) | > loss_gen: 2.4046623706817627 (2.4918505962747717) | > loss_kl: 1.9879285097122192 (2.022265544773018) | > loss_feat: 6.590561389923096 (7.0094214129621975) | > loss_mel: 15.996846199035645 (17.058845843711893) | > loss_duration: 2.1202781200408936 (2.0314288400385516) | > loss_1: 29.100276947021484 (30.613812175110308) | > grad_norm_1: tensor(306.0158, device='cuda:0') (tensor(212.2193, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.4512 (0.38659829205840174) | > loader_time: 0.007 (0.017257049135918162)  --> TIME: 2024-06-12 04:41:47 -- STEP: 299/330 -- GLOBAL_STEP: 367150 | > loss_disc: 2.2845540046691895 (2.3647596086546745) | > loss_disc_real_0: 0.12596282362937927 (0.11557635421986165) | > loss_disc_real_1: 0.1671157032251358 (0.19681645805221742) | > loss_disc_real_2: 0.21057236194610596 (0.21154150815313078) | > loss_disc_real_3: 0.22730034589767456 (0.22942569986434286) | > loss_disc_real_4: 0.21600766479969025 (0.23203660403206994) | > loss_disc_real_5: 0.21948173642158508 (0.22232478249033158) | > loss_0: 2.2845540046691895 (2.3647596086546745) | > grad_norm_0: tensor(46.0483, device='cuda:0') (tensor(18.2487, device='cuda:0')) | > loss_gen: 2.301657199859619 (2.4882046482634785) | > loss_kl: 2.094805955886841 (2.0268347980984074) | > loss_feat: 6.989530563354492 (7.008605325501104) | > loss_mel: 16.02440071105957 (17.03148283687323) | > loss_duration: 2.1934821605682373 (2.0425067936696357) | > loss_1: 29.6038761138916 (30.597634337817546) | > grad_norm_1: tensor(410.8000, device='cuda:0') (tensor(225.5111, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.4772 (0.3929297692799648) | > loader_time: 0.0067 (0.01633601922255296)  --> TIME: 2024-06-12 04:42:00 -- STEP: 324/330 -- GLOBAL_STEP: 367175 | > loss_disc: 2.485781669616699 (2.372233568886181) | > loss_disc_real_0: 0.2009774148464203 (0.11774802025131605) | > loss_disc_real_1: 0.1373339295387268 (0.19734761854748675) | > loss_disc_real_2: 0.14829979836940765 (0.2118329903409805) | > loss_disc_real_3: 0.1976291388273239 (0.2295347283375852) | > loss_disc_real_4: 0.2748730480670929 (0.23223750812955846) | > loss_disc_real_5: 0.22950713336467743 (0.22229371670587564) | > loss_0: 2.485781669616699 (2.372233568886181) | > grad_norm_0: tensor(24.6941, device='cuda:0') (tensor(19.3107, device='cuda:0')) | > loss_gen: 2.3824265003204346 (2.4834006987972033) | > loss_kl: 2.1921989917755127 (2.0337943357449983) | > loss_feat: 9.213422775268555 (7.053719314528103) | > loss_mel: 17.370134353637695 (16.993331011430715) | > loss_duration: 2.255873680114746 (2.0571499864260367) | > loss_1: 33.414058685302734 (30.62139529357722) | > grad_norm_1: tensor(331.4942, device='cuda:0') (tensor(241.9005, device='cuda:0')) | > current_lr_0: 0.00017995121105143016 | > current_lr_1: 0.00017995121105143016 | > step_time: 0.5889 (0.40420530607670907) | > loader_time: 0.0091 (0.01569134217721445)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3720743656158447 (2.3720743656158447) | > loss_disc_real_0: 0.19695301353931427 (0.19695301353931427) | > loss_disc_real_1: 0.29061833024024963 (0.29061833024024963) | > loss_disc_real_2: 0.23995442688465118 (0.23995442688465118) | > loss_disc_real_3: 0.2684977054595947 (0.2684977054595947) | > loss_disc_real_4: 0.20662690699100494 (0.20662690699100494) | > loss_disc_real_5: 0.2042074352502823 (0.2042074352502823) | > loss_0: 2.3720743656158447 (2.3720743656158447) | > loss_gen: 2.6736114025115967 (2.6736114025115967) | > loss_kl: 1.8379316329956055 (1.8379316329956055) | > loss_feat: 8.295785903930664 (8.295785903930664) | > loss_mel: 17.513599395751953 (17.513599395751953) | > loss_duration: 3.106395721435547 (3.106395721435547) | > loss_1: 33.42732238769531 (33.42732238769531)  --> STEP: 1 | > loss_disc: 2.535217761993408 (2.535217761993408) | > loss_disc_real_0: 0.16130590438842773 (0.16130590438842773) | > loss_disc_real_1: 0.2898103892803192 (0.2898103892803192) | > loss_disc_real_2: 0.2745078206062317 (0.2745078206062317) | > loss_disc_real_3: 0.2562611997127533 (0.2562611997127533) | > loss_disc_real_4: 0.24715885519981384 (0.24715885519981384) | > loss_disc_real_5: 0.2869361340999603 (0.2869361340999603) | > loss_0: 2.535217761993408 (2.535217761993408) | > loss_gen: 2.3978984355926514 (2.3978984355926514) | > loss_kl: 4.044268608093262 (4.044268608093262) | > loss_feat: 5.741252899169922 (5.741252899169922) | > loss_mel: 17.279186248779297 (17.279186248779297) | > loss_duration: 2.566305637359619 (2.566305637359619) | > loss_1: 32.02891159057617 (32.02891159057617)  --> STEP: 2 | > loss_disc: 2.5845584869384766 (2.5598881244659424) | > loss_disc_real_0: 0.1166195422410965 (0.13896272331476212) | > loss_disc_real_1: 0.2388017624616623 (0.26430607587099075) | > loss_disc_real_2: 0.2754916846752167 (0.2749997526407242) | > loss_disc_real_3: 0.26446297764778137 (0.26036208868026733) | > loss_disc_real_4: 0.2430075854063034 (0.24508322030305862) | > loss_disc_real_5: 0.2432851940393448 (0.26511066406965256) | > loss_0: 2.5845584869384766 (2.5598881244659424) | > loss_gen: 2.292027473449707 (2.344962954521179) | > loss_kl: 3.055737257003784 (3.550002932548523) | > loss_feat: 5.0756731033325195 (5.408463001251221) | > loss_mel: 17.228944778442383 (17.25406551361084) | > loss_duration: 2.443610668182373 (2.504958152770996) | > loss_1: 30.095993041992188 (31.06245231628418)  --> STEP: 3 | > loss_disc: 2.2302405834198 (2.450005610783895) | > loss_disc_real_0: 0.09559934586286545 (0.1245082641641299) | > loss_disc_real_1: 0.19037771224975586 (0.2396632879972458) | > loss_disc_real_2: 0.2634108066558838 (0.2711367706457774) | > loss_disc_real_3: 0.2662120759487152 (0.2623120844364166) | > loss_disc_real_4: 0.21812047064304352 (0.2360956370830536) | > loss_disc_real_5: 0.19347897171974182 (0.24123343328634897) | > loss_0: 2.2302405834198 (2.450005610783895) | > loss_gen: 2.6401448249816895 (2.443356911341349) | > loss_kl: 3.7485034465789795 (3.6161697705586753) | > loss_feat: 7.571420669555664 (6.129448890686035) | > loss_mel: 16.968690872192383 (17.15894063313802) | > loss_duration: 2.4467809200286865 (2.485565741856893) | > loss_1: 33.37554168701172 (31.83348210652669)  --> STEP: 4 | > loss_disc: 2.643035411834717 (2.4982630610466003) | > loss_disc_real_0: 0.112842857837677 (0.12159191258251667) | > loss_disc_real_1: 0.28963178396224976 (0.2521554119884968) | > loss_disc_real_2: 0.301706463098526 (0.27877919375896454) | > loss_disc_real_3: 0.2990874946117401 (0.2715059369802475) | > loss_disc_real_4: 0.27315661311149597 (0.24536088109016418) | > loss_disc_real_5: 0.226636603474617 (0.23758422583341599) | > loss_0: 2.643035411834717 (2.4982630610466003) | > loss_gen: 2.4300968647003174 (2.4400418996810913) | > loss_kl: 2.983970880508423 (3.458120048046112) | > loss_feat: 7.274789810180664 (6.415784120559692) | > loss_mel: 17.486337661743164 (17.240789890289307) | > loss_duration: 2.364716053009033 (2.455353319644928) | > loss_1: 32.539913177490234 (32.01008987426758)  --> STEP: 5 | > loss_disc: 2.259225368499756 (2.4504555225372315) | > loss_disc_real_0: 0.17729826271533966 (0.13273318260908126) | > loss_disc_real_1: 0.217802956700325 (0.24528492093086243) | > loss_disc_real_2: 0.17075127363204956 (0.25717360973358155) | > loss_disc_real_3: 0.21273204684257507 (0.259751158952713) | > loss_disc_real_4: 0.2180786281824112 (0.2399044305086136) | > loss_disc_real_5: 0.21719831228256226 (0.23350704312324524) | > loss_0: 2.259225368499756 (2.4504555225372315) | > loss_gen: 2.382479190826416 (2.4285293579101563) | > loss_kl: 2.5439326763153076 (3.2752825736999513) | > loss_feat: 5.746128559112549 (6.2818530082702635) | > loss_mel: 18.446434020996094 (17.481918716430663) | > loss_duration: 2.3443543910980225 (2.433153533935547) | > loss_1: 31.463329315185547 (31.900737762451172)  --> STEP: 6 | > loss_disc: 2.386247158050537 (2.4397541284561157) | > loss_disc_real_0: 0.07552147656679153 (0.12319789826869965) | > loss_disc_real_1: 0.26449742913246155 (0.24848700563112894) | > loss_disc_real_2: 0.2132922112941742 (0.24986004332701364) | > loss_disc_real_3: 0.2733219861984253 (0.26201296349366504) | > loss_disc_real_4: 0.25713178515434265 (0.24277565628290176) | > loss_disc_real_5: 0.2229526787996292 (0.23174798240264258) | > loss_0: 2.386247158050537 (2.4397541284561157) | > loss_gen: 2.507111072540283 (2.4416263103485107) | > loss_kl: 3.214649200439453 (3.265177011489868) | > loss_feat: 6.403569221496582 (6.302139043807983) | > loss_mel: 18.151899337768555 (17.593582153320312) | > loss_duration: 2.2460594177246094 (2.401971181233724) | > loss_1: 32.52328872680664 (32.004496256510414)  --> STEP: 7 | > loss_disc: 2.355142116546631 (2.4276666981833324) | > loss_disc_real_0: 0.1034713163971901 (0.12037981514419828) | > loss_disc_real_1: 0.2969837784767151 (0.2554151160376413) | > loss_disc_real_2: 0.2823002338409424 (0.2544943562575749) | > loss_disc_real_3: 0.28810349106788635 (0.2657401817185538) | > loss_disc_real_4: 0.2455175220966339 (0.24316735139914922) | > loss_disc_real_5: 0.2337130904197693 (0.23202871211937495) | > loss_0: 2.355142116546631 (2.4276666981833324) | > loss_gen: 2.7358412742614746 (2.483657019478934) | > loss_kl: 4.285646438598633 (3.4109583582196916) | > loss_feat: 6.413677215576172 (6.318073068346296) | > loss_mel: 17.230628967285156 (17.541731698172434) | > loss_duration: 2.5396432876586914 (2.421638625008719) | > loss_1: 33.20543670654297 (32.176059177943635)  --> STEP: 8 | > loss_disc: 2.5183918476104736 (2.439007341861725) | > loss_disc_real_0: 0.21428531408309937 (0.13211800251156092) | > loss_disc_real_1: 0.2962348461151123 (0.26051758229732513) | > loss_disc_real_2: 0.22574348747730255 (0.25090049766004086) | > loss_disc_real_3: 0.28471094369888306 (0.26811152696609497) | > loss_disc_real_4: 0.19006966054439545 (0.236530140042305) | > loss_disc_real_5: 0.16904063522815704 (0.22415520250797272) | > loss_0: 2.5183918476104736 (2.439007341861725) | > loss_gen: 2.49819278717041 (2.4854739904403687) | > loss_kl: 3.020019769668579 (3.3620910346508026) | > loss_feat: 8.596111297607422 (6.602827847003937) | > loss_mel: 15.856757164001465 (17.331109881401062) | > loss_duration: 2.282972812652588 (2.404305398464203) | > loss_1: 32.25405502319336 (32.18580865859985)  --> STEP: 9 | > loss_disc: 2.484032154083252 (2.444010098775228) | > loss_disc_real_0: 0.15731464326381683 (0.13491762926181158) | > loss_disc_real_1: 0.2268146127462387 (0.25677280790275997) | > loss_disc_real_2: 0.2501943111419678 (0.2508220324913661) | > loss_disc_real_3: 0.28754210472106934 (0.270270480049981) | > loss_disc_real_4: 0.22017967700958252 (0.23471342192755806) | > loss_disc_real_5: 0.16310754418373108 (0.21737212936083475) | > loss_0: 2.484032154083252 (2.444010098775228) | > loss_gen: 2.3090171813964844 (2.4658676783243814) | > loss_kl: 2.519353151321411 (3.268453492058648) | > loss_feat: 7.071877479553223 (6.654944472842747) | > loss_mel: 18.118268966674805 (17.418572001987034) | > loss_duration: 2.121066093444824 (2.3728343645731607) | > loss_1: 32.139583587646484 (32.180672539605034)  --> STEP: 10 | > loss_disc: 2.555575370788574 (2.4551666259765623) | > loss_disc_real_0: 0.12485019862651825 (0.13391088619828223) | > loss_disc_real_1: 0.26633232831954956 (0.25772875994443895) | > loss_disc_real_2: 0.2101261168718338 (0.24675244092941284) | > loss_disc_real_3: 0.2783932387828827 (0.2710827559232712) | > loss_disc_real_4: 0.2902814447879791 (0.24027022421360017) | > loss_disc_real_5: 0.2809225916862488 (0.22372717559337615) | > loss_0: 2.555575370788574 (2.4551666259765623) | > loss_gen: 2.3515801429748535 (2.4544389247894287) | > loss_kl: 3.137336015701294 (3.2553417444229127) | > loss_feat: 4.846227645874023 (6.474072790145874) | > loss_mel: 14.756226539611816 (17.15233745574951) | > loss_duration: 2.3597733974456787 (2.3715282678604126) | > loss_1: 27.451143264770508 (31.707719612121583)  --> STEP: 11 | > loss_disc: 2.3840484619140625 (2.448701338334517) | > loss_disc_real_0: 0.07900293171405792 (0.12891925397244366) | > loss_disc_real_1: 0.23176167905330658 (0.2553681162270633) | > loss_disc_real_2: 0.19464237987995148 (0.2420151626521891) | > loss_disc_real_3: 0.2218354046344757 (0.26660572398792615) | > loss_disc_real_4: 0.2352452278137207 (0.23981340635906567) | > loss_disc_real_5: 0.23492541909217834 (0.2247451977296309) | > loss_0: 2.3840484619140625 (2.448701338334517) | > loss_gen: 2.2457871437072754 (2.4354705810546875) | > loss_kl: 3.3882322311401367 (3.2674226977608423) | > loss_feat: 6.230656147003174 (6.451944004405629) | > loss_mel: 17.68499755859375 (17.200761101462625) | > loss_duration: 2.566086769104004 (2.3892154043371026) | > loss_1: 32.115760803222656 (31.744814265858043)  --> STEP: 12 | > loss_disc: 2.3689637184143066 (2.4420565366744995) | > loss_disc_real_0: 0.11224862933158875 (0.12753003525237241) | > loss_disc_real_1: 0.17184565961360931 (0.24840791150927546) | > loss_disc_real_2: 0.21820588409900665 (0.24003105610609055) | > loss_disc_real_3: 0.2600381374359131 (0.26605842510859173) | > loss_disc_real_4: 0.16705948114395142 (0.23375057925780615) | > loss_disc_real_5: 0.19678500294685364 (0.2224151814977328) | > loss_0: 2.3689637184143066 (2.4420565366744995) | > loss_gen: 2.192960262298584 (2.415261387825012) | > loss_kl: 2.4671127796173096 (3.2007302045822144) | > loss_feat: 5.4822540283203125 (6.371136506398519) | > loss_mel: 15.0164155960083 (17.01873230934143) | > loss_duration: 2.247653007507324 (2.3774185379346213) | > loss_1: 27.406394958496094 (31.38327932357788)  --> STEP: 13 | > loss_disc: 2.5000882148742676 (2.4465205119206357) | > loss_disc_real_0: 0.1856330782175064 (0.13199950009584427) | > loss_disc_real_1: 0.2229810655117035 (0.24645200027869302) | > loss_disc_real_2: 0.3045150339603424 (0.24499136209487915) | > loss_disc_real_3: 0.23430344462394714 (0.2636157343020806) | > loss_disc_real_4: 0.2311355322599411 (0.2335494217964319) | > loss_disc_real_5: 0.22049984335899353 (0.22226784779475287) | > loss_0: 2.5000882148742676 (2.4465205119206357) | > loss_gen: 2.375750780105591 (2.4122221103081336) | > loss_kl: 3.0581583976745605 (3.189763142512395) | > loss_feat: 5.575119972229004 (6.3099044653085565) | > loss_mel: 13.909639358520508 (16.779571313124436) | > loss_duration: 2.2281718254089355 (2.3659380215864916) | > loss_1: 27.146841049194336 (31.057399456317608)  --> STEP: 14 | > loss_disc: 2.4778835773468018 (2.4487607308796475) | > loss_disc_real_0: 0.06746326386928558 (0.12738976893680437) | > loss_disc_real_1: 0.1421753168106079 (0.23900366574525836) | > loss_disc_real_2: 0.1809864640235901 (0.24041958366121566) | > loss_disc_real_3: 0.2986709773540497 (0.26611968023436405) | > loss_disc_real_4: 0.26299214363098145 (0.23565247335604259) | > loss_disc_real_5: 0.22112734615802765 (0.22218638339212962) | > loss_0: 2.4778835773468018 (2.4487607308796475) | > loss_gen: 2.2014482021331787 (2.39716683115278) | > loss_kl: 3.7147860527038574 (3.227264778954642) | > loss_feat: 6.4458160400390625 (6.319612434932163) | > loss_mel: 18.718570709228516 (16.918071269989014) | > loss_duration: 2.4340765476226807 (2.370805059160505) | > loss_1: 33.51469802856445 (31.232920782906668)  --> STEP: 15 | > loss_disc: 2.4562649726867676 (2.449261013666789) | > loss_disc_real_0: 0.12164381146430969 (0.1270067051053047) | > loss_disc_real_1: 0.16085116565227509 (0.2337934990723928) | > loss_disc_real_2: 0.22703908383846283 (0.2395275503396988) | > loss_disc_real_3: 0.18471458554267883 (0.260692673921585) | > loss_disc_real_4: 0.24207119643688202 (0.23608038822809854) | > loss_disc_real_5: 0.21726378798484802 (0.22185821036497752) | > loss_0: 2.4562649726867676 (2.449261013666789) | > loss_gen: 2.141706943511963 (2.380136171976725) | > loss_kl: 3.5272796154022217 (3.2472657680511476) | > loss_feat: 6.048453330993652 (6.301535161336263) | > loss_mel: 15.724800109863281 (16.838519859313966) | > loss_duration: 2.3643999099731445 (2.370378049214681) | > loss_1: 29.806640625 (31.137835439046224)  --> STEP: 16 | > loss_disc: 2.4975697994232178 (2.4522803127765656) | > loss_disc_real_0: 0.07333727180957794 (0.12365236552432178) | > loss_disc_real_1: 0.206177219748497 (0.23206748161464932) | > loss_disc_real_2: 0.26348888874053955 (0.24102513398975134) | > loss_disc_real_3: 0.29740720987319946 (0.2629873324185609) | > loss_disc_real_4: 0.2037045806646347 (0.23405690025538206) | > loss_disc_real_5: 0.17922663688659668 (0.21919373702257872) | > loss_0: 2.4975697994232178 (2.4522803127765656) | > loss_gen: 2.056330680847168 (2.359898328781128) | > loss_kl: 3.4133222103118896 (3.257644295692444) | > loss_feat: 6.572200298309326 (6.3184517323970795) | > loss_mel: 15.316085815429688 (16.743367731571198) | > loss_duration: 2.3812828063964844 (2.3710595965385437) | > loss_1: 29.73922348022461 (31.050422191619873)  --> STEP: 17 | > loss_disc: 2.555068254470825 (2.4583266622879925) | > loss_disc_real_0: 0.13394492864608765 (0.12425781041383743) | > loss_disc_real_1: 0.27906373143196106 (0.2348319668980206) | > loss_disc_real_2: 0.2601495385169983 (0.24215009896194234) | > loss_disc_real_3: 0.328866183757782 (0.2668625589679269) | > loss_disc_real_4: 0.28756704926490784 (0.2372045560794718) | > loss_disc_real_5: 0.24479320645332336 (0.2206995881655637) | > loss_0: 2.555068254470825 (2.4583266622879925) | > loss_gen: 2.5033490657806396 (2.368336607428158) | > loss_kl: 2.876065731048584 (3.235198497772217) | > loss_feat: 5.278844356536865 (6.257298357346478) | > loss_mel: 16.716007232666016 (16.741758290459128) | > loss_duration: 2.4577691555023193 (2.3761601588305306) | > loss_1: 29.8320369720459 (30.978752472821405)  --> STEP: 18 | > loss_disc: 2.576223373413086 (2.46487647957272) | > loss_disc_real_0: 0.08291703462600708 (0.12196110064784686) | > loss_disc_real_1: 0.31656214594841003 (0.23937253240082) | > loss_disc_real_2: 0.21916314959526062 (0.2408730462193489) | > loss_disc_real_3: 0.2166198045015335 (0.264071294830905) | > loss_disc_real_4: 0.23159053921699524 (0.23689266625377867) | > loss_disc_real_5: 0.2143172174692154 (0.22034501201576656) | > loss_0: 2.576223373413086 (2.46487647957272) | > loss_gen: 2.1077497005462646 (2.3538595570458307) | > loss_kl: 3.2557129859924316 (3.2363381915622287) | > loss_feat: 8.140088081359863 (6.361897786458333) | > loss_mel: 17.45589256286621 (16.781432416703964) | > loss_duration: 2.27744197845459 (2.3706758154763117) | > loss_1: 33.23688507080078 (31.10420428382026)  --> STEP: 19 | > loss_disc: 2.665816068649292 (2.4754522474188554) | > loss_disc_real_0: 0.10285843908786774 (0.12095569740784795) | > loss_disc_real_1: 0.29511427879333496 (0.24230630852674184) | > loss_disc_real_2: 0.2805621027946472 (0.2429619439338383) | > loss_disc_real_3: 0.32656919956207275 (0.2673606582378086) | > loss_disc_real_4: 0.27288028597831726 (0.23878675150243858) | > loss_disc_real_5: 0.23654313385486603 (0.22119754474414022) | > loss_0: 2.665816068649292 (2.4754522474188554) | > loss_gen: 2.313514232635498 (2.351736118918971) | > loss_kl: 2.3978402614593506 (3.192206721556814) | > loss_feat: 5.8563127517700195 (6.335288047790527) | > loss_mel: 16.38654899597168 (16.760649078770687) | > loss_duration: 2.3907337188720703 (2.371731494602404) | > loss_1: 29.34494972229004 (31.011611938476562)  --> STEP: 20 | > loss_disc: 2.4624390602111816 (2.4748015880584715) | > loss_disc_real_0: 0.11711091548204422 (0.12076345831155777) | > loss_disc_real_1: 0.22792504727840424 (0.24158724546432495) | > loss_disc_real_2: 0.21425895392894745 (0.24152679443359376) | > loss_disc_real_3: 0.21396464109420776 (0.26469085738062853) | > loss_disc_real_4: 0.23859035968780518 (0.23877693191170693) | > loss_disc_real_5: 0.2548988461494446 (0.22288260981440544) | > loss_0: 2.4624390602111816 (2.4748015880584715) | > loss_gen: 2.108062982559204 (2.3395524621009827) | > loss_kl: 2.293834686279297 (3.1472881197929383) | > loss_feat: 5.453280925750732 (6.291187691688537) | > loss_mel: 14.818929672241211 (16.663563108444215) | > loss_duration: 2.2921509742736816 (2.367752468585968) | > loss_1: 26.966259002685547 (30.80934429168701)  --> STEP: 21 | > loss_disc: 2.674381732940674 (2.4843054044814337) | > loss_disc_real_0: 0.08375479280948639 (0.11900114090669722) | > loss_disc_real_1: 0.2538519501686096 (0.24217127902167185) | > loss_disc_real_2: 0.28112804889678955 (0.24341256845565068) | > loss_disc_real_3: 0.290290892124176 (0.2659099066541308) | > loss_disc_real_4: 0.2759018540382385 (0.24054478534630366) | > loss_disc_real_5: 0.2929883599281311 (0.22622097886744) | > loss_0: 2.674381732940674 (2.4843054044814337) | > loss_gen: 2.129668712615967 (2.3295579978397916) | > loss_kl: 2.817383050918579 (3.131578354608445) | > loss_feat: 5.551265239715576 (6.255953289213634) | > loss_mel: 14.796279907226562 (16.574644860767183) | > loss_duration: 2.210906982421875 (2.3602836359114874) | > loss_1: 27.505504608154297 (30.65201859247117)  --> STEP: 22 | > loss_disc: 2.5136871337890625 (2.4856409376317803) | > loss_disc_real_0: 0.135377436876297 (0.11974551799622449) | > loss_disc_real_1: 0.2173490673303604 (0.24104299667206677) | > loss_disc_real_2: 0.18080680072307587 (0.24056685174053366) | > loss_disc_real_3: 0.23503677546977997 (0.2645065825093875) | > loss_disc_real_4: 0.2624320089817047 (0.2415396591479128) | > loss_disc_real_5: 0.20116710662841797 (0.225082166492939) | > loss_0: 2.5136871337890625 (2.4856409376317803) | > loss_gen: 2.1072683334350586 (2.3194539221850308) | > loss_kl: 2.1176412105560303 (3.0854903026060625) | > loss_feat: 7.1044721603393555 (6.294522328810259) | > loss_mel: 18.566457748413086 (16.665181810205635) | > loss_duration: 2.238816976547241 (2.3547624241222036) | > loss_1: 32.1346549987793 (30.719411156394266)  --> STEP: 23 | > loss_disc: 2.623220920562744 (2.491622676020083) | > loss_disc_real_0: 0.22163960337638855 (0.12417569562144902) | > loss_disc_real_1: 0.2386067807674408 (0.24093707424143088) | > loss_disc_real_2: 0.2821057140827179 (0.2423728892336721) | > loss_disc_real_3: 0.27344778180122375 (0.26489533030468476) | > loss_disc_real_4: 0.23792380094528198 (0.24138244792171146) | > loss_disc_real_5: 0.25855499505996704 (0.2265375068654185) | > loss_0: 2.623220920562744 (2.491622676020083) | > loss_gen: 2.2896676063537598 (2.3181588649749756) | > loss_kl: 2.3081881999969482 (3.051694559014362) | > loss_feat: 6.112756729125977 (6.286619476650072) | > loss_mel: 17.808740615844727 (16.714901758276902) | > loss_duration: 2.2650980949401855 (2.350863975027333) | > loss_1: 30.784452438354492 (30.72223903821862)  --> STEP: 24 | > loss_disc: 2.625922679901123 (2.4972185095151263) | > loss_disc_real_0: 0.08311598747968674 (0.12246487444887559) | > loss_disc_real_1: 0.36150896549224854 (0.24596090304354826) | > loss_disc_real_2: 0.30682921409606934 (0.245058569436272) | > loss_disc_real_3: 0.25996530055999756 (0.26468991239865614) | > loss_disc_real_4: 0.2501436173915863 (0.24174749664962292) | > loss_disc_real_5: 0.2605552673339844 (0.2279549135516087) | > loss_0: 2.625922679901123 (2.4972185095151263) | > loss_gen: 2.4284751415252686 (2.3227553764979043) | > loss_kl: 2.080838918685913 (3.011242240667343) | > loss_feat: 6.575313568115234 (6.298648397127788) | > loss_mel: 17.068740844726562 (16.72964505354564) | > loss_duration: 2.3717660903930664 (2.3517348965009055) | > loss_1: 30.525135040283203 (30.71402637163798)  --> STEP: 25 | > loss_disc: 2.441818952560425 (2.495002527236938) | > loss_disc_real_0: 0.07134710997343063 (0.1204201638698578) | > loss_disc_real_1: 0.15107029676437378 (0.24216527879238128) | > loss_disc_real_2: 0.23871581256389618 (0.24480485916137695) | > loss_disc_real_3: 0.1890385001897812 (0.2616638559103011) | > loss_disc_real_4: 0.1289248764514923 (0.2372345918416977) | > loss_disc_real_5: 0.11987678706645966 (0.22363178849220275) | > loss_0: 2.441818952560425 (2.495002527236938) | > loss_gen: 1.9379420280456543 (2.3073628425598143) | > loss_kl: 3.362859010696411 (3.025306911468506) | > loss_feat: 7.586369514465332 (6.3501572418212895) | > loss_mel: 15.806365013122559 (16.692713851928715) | > loss_duration: 2.4046592712402344 (2.3538518714904786) | > loss_1: 31.098194122314453 (30.729393081665037)  --> STEP: 26 | > loss_disc: 2.192115068435669 (2.4833530095907355) | > loss_disc_real_0: 0.08272109180688858 (0.11897019955974358) | > loss_disc_real_1: 0.3397793471813202 (0.24591966603810972) | > loss_disc_real_2: 0.17124198377132416 (0.24197551780022108) | > loss_disc_real_3: 0.2604916989803314 (0.26161877295145614) | > loss_disc_real_4: 0.1743810474872589 (0.23481714782806543) | > loss_disc_real_5: 0.16956894099712372 (0.2215524482039305) | > loss_0: 2.192115068435669 (2.4833530095907355) | > loss_gen: 2.451371669769287 (2.3129016436063323) | > loss_kl: 2.302475690841675 (2.997505710675166) | > loss_feat: 9.290885925292969 (6.463262191185584) | > loss_mel: 17.587194442749023 (16.72711695157565) | > loss_duration: 2.2729952335357666 (2.3507420007999125) | > loss_1: 33.90492630004883 (30.851528974679802) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023292669883141146 (-0.0001556231425358704) | > avg_loss_disc: 2.4833530095907355 (+0.035285637928888836) | > avg_loss_disc_real_0: 0.11897019955974358 (-0.006190288238800523) | > avg_loss_disc_real_1: 0.24591966603810972 (-0.006242423103405892) | > avg_loss_disc_real_2: 0.24197551780022108 (+0.06832548574759412) | > avg_loss_disc_real_3: 0.26161877295145614 (+0.03582479704457972) | > avg_loss_disc_real_4: 0.23481714782806543 (-0.020286036225465626) | > avg_loss_disc_real_5: 0.2215524482039305 (-0.0030677622327437704) | > avg_loss_0: 2.4833530095907355 (+0.035285637928888836) | > avg_loss_gen: 2.3129016436063323 (+0.035475886785066635) | > avg_loss_kl: 2.997505710675166 (+0.07765385279288672) | > avg_loss_feat: 6.463262191185584 (-0.38333164728604885) | > avg_loss_mel: 16.72711695157565 (-0.8312938763545077) | > avg_loss_duration: 2.3507420007999125 (+0.01084865056551454) | > avg_loss_1: 30.851528974679802 (-1.090646376976597)  > EPOCH: 846/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:42:23)   --> TIME: 2024-06-12 04:42:31 -- STEP: 19/330 -- GLOBAL_STEP: 367200 | > loss_disc: 2.3765087127685547 (2.3255541199132015) | > loss_disc_real_0: 0.09062552452087402 (0.09824302204345402) | > loss_disc_real_1: 0.1817564219236374 (0.19702499791195519) | > loss_disc_real_2: 0.17446443438529968 (0.20840949133822792) | > loss_disc_real_3: 0.20024782419204712 (0.22955269170434853) | > loss_disc_real_4: 0.2446240484714508 (0.23197042079348312) | > loss_disc_real_5: 0.23135076463222504 (0.22431236348654093) | > loss_0: 2.3765087127685547 (2.3255541199132015) | > grad_norm_0: tensor(7.3876, device='cuda:0') (tensor(7.5054, device='cuda:0')) | > loss_gen: 2.344665765762329 (2.4832527762965153) | > loss_kl: 1.887890100479126 (1.9382359040410895) | > loss_feat: 7.4715800285339355 (6.860748190628855) | > loss_mel: 15.793886184692383 (17.339656829833984) | > loss_duration: 1.938446044921875 (2.042702423898797) | > loss_1: 29.43646812438965 (30.664596055683337) | > grad_norm_1: tensor(78.3088, device='cuda:0') (tensor(84.5591, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3617 (0.3628100595976177) | > loader_time: 0.0035 (0.0031653830879612974)  --> TIME: 2024-06-12 04:42:41 -- STEP: 44/330 -- GLOBAL_STEP: 367225 | > loss_disc: 2.4136815071105957 (2.341708047823473) | > loss_disc_real_0: 0.11035935580730438 (0.1015007912435315) | > loss_disc_real_1: 0.20147569477558136 (0.1952336789532141) | > loss_disc_real_2: 0.22741173207759857 (0.21067178113894028) | > loss_disc_real_3: 0.24105587601661682 (0.22850113734602928) | > loss_disc_real_4: 0.22220361232757568 (0.23172758451916955) | > loss_disc_real_5: 0.21476653218269348 (0.2244105369529941) | > loss_0: 2.4136815071105957 (2.341708047823473) | > grad_norm_0: tensor(5.6441, device='cuda:0') (tensor(7.8716, device='cuda:0')) | > loss_gen: 2.450343132019043 (2.4956625916741113) | > loss_kl: 1.9404630661010742 (1.9320133084600621) | > loss_feat: 6.544945240020752 (6.963356960903514) | > loss_mel: 17.264097213745117 (17.363921295512803) | > loss_duration: 1.9002046585083008 (1.9937207563356916) | > loss_1: 30.100051879882812 (30.748674869537354) | > grad_norm_1: tensor(60.8520, device='cuda:0') (tensor(81.7158, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3753 (0.3702901764349504) | > loader_time: 0.0041 (0.0033473209901289515)  --> TIME: 2024-06-12 04:42:50 -- STEP: 69/330 -- GLOBAL_STEP: 367250 | > loss_disc: 2.350419044494629 (2.3505434298860863) | > loss_disc_real_0: 0.08827370405197144 (0.1056439979136854) | > loss_disc_real_1: 0.19948282837867737 (0.19546616746895557) | > loss_disc_real_2: 0.2023482471704483 (0.21067394143429355) | > loss_disc_real_3: 0.21904607117176056 (0.2272192002206609) | > loss_disc_real_4: 0.19473907351493835 (0.23152789927047232) | > loss_disc_real_5: 0.22434185445308685 (0.22550630591053894) | > loss_0: 2.350419044494629 (2.3505434298860863) | > grad_norm_0: tensor(7.7024, device='cuda:0') (tensor(7.9748, device='cuda:0')) | > loss_gen: 2.328721523284912 (2.46725450736889) | > loss_kl: 1.805589199066162 (1.9424934110779692) | > loss_feat: 7.611642837524414 (6.900644171065179) | > loss_mel: 17.573884963989258 (17.29089233840721) | > loss_duration: 1.9447118043899536 (1.9817844922991767) | > loss_1: 31.264551162719727 (30.583068985869918) | > grad_norm_1: tensor(94.1233, device='cuda:0') (tensor(81.8542, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3809 (0.37077572725821223) | > loader_time: 0.0037 (0.00347559348396633)  --> TIME: 2024-06-12 04:43:00 -- STEP: 94/330 -- GLOBAL_STEP: 367275 | > loss_disc: 2.2859768867492676 (2.3605097938091215) | > loss_disc_real_0: 0.11621252447366714 (0.10838628171923313) | > loss_disc_real_1: 0.22330708801746368 (0.19571903696719636) | > loss_disc_real_2: 0.24549272656440735 (0.21234381658599732) | > loss_disc_real_3: 0.22358755767345428 (0.2290456937031543) | > loss_disc_real_4: 0.221216082572937 (0.23196487318962178) | > loss_disc_real_5: 0.20901134610176086 (0.22553834683717566) | > loss_0: 2.2859768867492676 (2.3605097938091215) | > grad_norm_0: tensor(6.3813, device='cuda:0') (tensor(8.3025, device='cuda:0')) | > loss_gen: 2.7125778198242188 (2.4653880925888725) | > loss_kl: 2.0826218128204346 (1.961702062728557) | > loss_feat: 6.886020183563232 (6.911108397422953) | > loss_mel: 17.316322326660156 (17.23640456098192) | > loss_duration: 2.0027735233306885 (1.9795694592151236) | > loss_1: 31.000316619873047 (30.55417271877857) | > grad_norm_1: tensor(43.4824, device='cuda:0') (tensor(81.6903, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3697 (0.37114877142804736) | > loader_time: 0.004 (0.003602854748989673)  --> TIME: 2024-06-12 04:43:10 -- STEP: 119/330 -- GLOBAL_STEP: 367300 | > loss_disc: 2.3238110542297363 (2.357819388894476) | > loss_disc_real_0: 0.09034514427185059 (0.11007072144195813) | > loss_disc_real_1: 0.18731436133384705 (0.1951630243233272) | > loss_disc_real_2: 0.23205482959747314 (0.21129858719200648) | > loss_disc_real_3: 0.2539236545562744 (0.22873207175431132) | > loss_disc_real_4: 0.2667526602745056 (0.23202289791167283) | > loss_disc_real_5: 0.24611395597457886 (0.22426972907631337) | > loss_0: 2.3238110542297363 (2.357819388894476) | > grad_norm_0: tensor(5.6276, device='cuda:0') (tensor(8.4623, device='cuda:0')) | > loss_gen: 2.585596799850464 (2.4666721981112705) | > loss_kl: 2.012716770172119 (1.9855128656916257) | > loss_feat: 6.940548419952393 (6.942438854890711) | > loss_mel: 16.966262817382812 (17.192677441765284) | > loss_duration: 1.978380799293518 (1.9830377091880607) | > loss_1: 30.483505249023438 (30.57033925096528) | > grad_norm_1: tensor(66.0734, device='cuda:0') (tensor(79.3907, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3792 (0.3726995412041159) | > loader_time: 0.0042 (0.003690206704019498)  --> TIME: 2024-06-12 04:43:19 -- STEP: 144/330 -- GLOBAL_STEP: 367325 | > loss_disc: 2.3890867233276367 (2.3672691020700682) | > loss_disc_real_0: 0.1117657870054245 (0.11122657400038508) | > loss_disc_real_1: 0.20044352114200592 (0.19557635320557487) | > loss_disc_real_2: 0.21513116359710693 (0.21161328959796163) | > loss_disc_real_3: 0.24524495005607605 (0.2299093751029836) | > loss_disc_real_4: 0.23756195604801178 (0.2322792431546582) | > loss_disc_real_5: 0.2355639785528183 (0.22544835269865063) | > loss_0: 2.3890867233276367 (2.3672691020700682) | > grad_norm_0: tensor(5.1620, device='cuda:0') (tensor(8.5923, device='cuda:0')) | > loss_gen: 2.4797842502593994 (2.4601212938626618) | > loss_kl: 1.947284460067749 (1.991319107512633) | > loss_feat: 7.022382736206055 (6.944083793295756) | > loss_mel: 17.15782928466797 (17.212024039692352) | > loss_duration: 1.9829856157302856 (1.9886528154214222) | > loss_1: 30.590267181396484 (30.59620119465722) | > grad_norm_1: tensor(175.4913, device='cuda:0') (tensor(83.3390, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3848 (0.37499471505482984) | > loader_time: 0.0053 (0.0038032448954052394)  --> TIME: 2024-06-12 04:43:29 -- STEP: 169/330 -- GLOBAL_STEP: 367350 | > loss_disc: 2.324702262878418 (2.3690409208895913) | > loss_disc_real_0: 0.10105273872613907 (0.11267147032466866) | > loss_disc_real_1: 0.18154338002204895 (0.19544202900497165) | > loss_disc_real_2: 0.20036861300468445 (0.21181999120486567) | > loss_disc_real_3: 0.26528075337409973 (0.2294843586591574) | > loss_disc_real_4: 0.2495279312133789 (0.23260317434220623) | > loss_disc_real_5: 0.25444287061691284 (0.2260901797452622) | > loss_0: 2.324702262878418 (2.3690409208895913) | > grad_norm_0: tensor(9.0659, device='cuda:0') (tensor(8.7797, device='cuda:0')) | > loss_gen: 2.494912624359131 (2.455955218986648) | > loss_kl: 1.8670753240585327 (1.9990402050977627) | > loss_feat: 7.471098899841309 (6.936920916540384) | > loss_mel: 17.31460952758789 (17.207435495049296) | > loss_duration: 2.0295870304107666 (1.9939889435232039) | > loss_1: 31.177282333374023 (30.593340913219564) | > grad_norm_1: tensor(49.9413, device='cuda:0') (tensor(87.8363, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.3991 (0.37693552858025353) | > loader_time: 0.0049 (0.003933620170728694)  --> TIME: 2024-06-12 04:43:40 -- STEP: 194/330 -- GLOBAL_STEP: 367375 | > loss_disc: 2.3620200157165527 (2.3701068494737783) | > loss_disc_real_0: 0.09608810395002365 (0.11320874025833975) | > loss_disc_real_1: 0.18133209645748138 (0.19537512812110566) | > loss_disc_real_2: 0.25016722083091736 (0.21151936645667585) | > loss_disc_real_3: 0.20235015451908112 (0.22935168829160868) | > loss_disc_real_4: 0.2239982634782791 (0.23342573750264867) | > loss_disc_real_5: 0.20925384759902954 (0.22646973412675955) | > loss_0: 2.3620200157165527 (2.3701068494737783) | > grad_norm_0: tensor(16.1815, device='cuda:0') (tensor(9.6979, device='cuda:0')) | > loss_gen: 2.449615001678467 (2.4570515069764913) | > loss_kl: 2.2486042976379395 (2.0030649070887225) | > loss_feat: 6.730493068695068 (6.932976447429855) | > loss_mel: 17.816646575927734 (17.18886384275771) | > loss_duration: 2.033212661743164 (2.0021252675154773) | > loss_1: 31.27857208251953 (30.584082092206504) | > grad_norm_1: tensor(225.1239, device='cuda:0') (tensor(102.3983, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.4116 (0.37978701247382396) | > loader_time: 0.0046 (0.004044615116316019)  --> TIME: 2024-06-12 04:43:50 -- STEP: 219/330 -- GLOBAL_STEP: 367400 | > loss_disc: 2.438845634460449 (2.377452381125325) | > loss_disc_real_0: 0.16604380309581757 (0.11625175031761056) | > loss_disc_real_1: 0.21528001129627228 (0.19609359362626186) | > loss_disc_real_2: 0.20538604259490967 (0.21188617990985859) | > loss_disc_real_3: 0.24048073589801788 (0.2299333750249044) | > loss_disc_real_4: 0.24222427606582642 (0.2329440031149616) | > loss_disc_real_5: 0.21916384994983673 (0.22588734859473084) | > loss_0: 2.438845634460449 (2.377452381125325) | > grad_norm_0: tensor(43.7337, device='cuda:0') (tensor(11.6954, device='cuda:0')) | > loss_gen: 2.496885299682617 (2.4555034223756826) | > loss_kl: 2.0340096950531006 (2.0056600538018627) | > loss_feat: 7.8533124923706055 (6.934211900789445) | > loss_mel: 17.05058479309082 (17.16228357079911) | > loss_duration: 2.099395751953125 (2.010659128019254) | > loss_1: 31.534189224243164 (30.568318188462626) | > grad_norm_1: tensor(422.9316, device='cuda:0') (tensor(125.0892, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.4007 (0.38205175421553644) | > loader_time: 0.005 (0.00416765583160261)  --> TIME: 2024-06-12 04:44:00 -- STEP: 244/330 -- GLOBAL_STEP: 367425 | > loss_disc: 2.5726876258850098 (2.375210790360561) | > loss_disc_real_0: 0.11439178884029388 (0.11712339141818344) | > loss_disc_real_1: 0.18078307807445526 (0.1963890472152194) | > loss_disc_real_2: 0.18648600578308105 (0.21170218203400007) | > loss_disc_real_3: 0.2636027932167053 (0.2298429183906219) | > loss_disc_real_4: 0.27656883001327515 (0.2328363137289149) | > loss_disc_real_5: 0.25574374198913574 (0.22450437873113352) | > loss_0: 2.5726876258850098 (2.375210790360561) | > grad_norm_0: tensor(43.6184, device='cuda:0') (tensor(13.6885, device='cuda:0')) | > loss_gen: 2.2994258403778076 (2.4653403084786207) | > loss_kl: 1.9464770555496216 (2.0075950300107244) | > loss_feat: 6.428506851196289 (6.944632444225375) | > loss_mel: 16.86602210998535 (17.137199214247406) | > loss_duration: 2.0452468395233154 (2.02027477348437) | > loss_1: 29.585676193237305 (30.57504181002007) | > grad_norm_1: tensor(227.5251, device='cuda:0') (tensor(151.2919, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.4337 (0.3854006821991966) | > loader_time: 0.0054 (0.004302715668912793)  --> TIME: 2024-06-12 04:44:11 -- STEP: 269/330 -- GLOBAL_STEP: 367450 | > loss_disc: 2.3205134868621826 (2.375679611716573) | > loss_disc_real_0: 0.09707649052143097 (0.11828929518235218) | > loss_disc_real_1: 0.21575647592544556 (0.19717176131156297) | > loss_disc_real_2: 0.23606011271476746 (0.21224535170762518) | > loss_disc_real_3: 0.2444409430027008 (0.23000774075550662) | > loss_disc_real_4: 0.2304813265800476 (0.23208728227695125) | > loss_disc_real_5: 0.22104069590568542 (0.22326126279219374) | > loss_0: 2.3205134868621826 (2.375679611716573) | > grad_norm_0: tensor(26.0320, device='cuda:0') (tensor(16.0004, device='cuda:0')) | > loss_gen: 2.437747001647949 (2.470307141874802) | > loss_kl: 2.011470079421997 (2.0141999885495276) | > loss_feat: 7.030756950378418 (6.957574156580361) | > loss_mel: 16.735078811645508 (17.108440803329295) | > loss_duration: 2.1217195987701416 (2.0286682232605027) | > loss_1: 30.336772918701172 (30.579190364114414) | > grad_norm_1: tensor(437.9737, device='cuda:0') (tensor(180.1634, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.4432 (0.389715348034543) | > loader_time: 0.0058 (0.004448645176940691)  --> TIME: 2024-06-12 04:44:23 -- STEP: 294/330 -- GLOBAL_STEP: 367475 | > loss_disc: 2.4864048957824707 (2.377140660675206) | > loss_disc_real_0: 0.15615105628967285 (0.11879742302659417) | > loss_disc_real_1: 0.21540193259716034 (0.197289139285785) | > loss_disc_real_2: 0.2278425693511963 (0.21209447070652124) | > loss_disc_real_3: 0.24212537705898285 (0.22996465436049865) | > loss_disc_real_4: 0.2808593809604645 (0.23256923167072996) | > loss_disc_real_5: 0.2580519914627075 (0.223524505589284) | > loss_0: 2.4864048957824707 (2.377140660675206) | > grad_norm_0: tensor(23.2589, device='cuda:0') (tensor(17.0385, device='cuda:0')) | > loss_gen: 2.4685821533203125 (2.4684056084172243) | > loss_kl: 2.1074767112731934 (2.0176822409337887) | > loss_feat: 7.391831398010254 (6.960090222001887) | > loss_mel: 17.26320457458496 (17.048352815666977) | > loss_duration: 2.188767433166504 (2.0390969372930963) | > loss_1: 31.41986083984375 (30.533627886350462) | > grad_norm_1: tensor(418.9447, device='cuda:0') (tensor(196.6117, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.4627 (0.3951187174336438) | > loader_time: 0.0069 (0.004609029309279254)  --> TIME: 2024-06-12 04:44:36 -- STEP: 319/330 -- GLOBAL_STEP: 367500 | > loss_disc: 2.5469257831573486 (2.380962229073983) | > loss_disc_real_0: 0.08306721597909927 (0.12021367198154097) | > loss_disc_real_1: 0.17779500782489777 (0.19745952133848377) | > loss_disc_real_2: 0.24994760751724243 (0.2124225226315585) | > loss_disc_real_3: 0.25191572308540344 (0.23022779453323922) | > loss_disc_real_4: 0.19306981563568115 (0.23258823814997479) | > loss_disc_real_5: 0.19266389310359955 (0.22366000469014932) | > loss_0: 2.5469257831573486 (2.380962229073983) | > grad_norm_0: tensor(20.3998, device='cuda:0') (tensor(18.4544, device='cuda:0')) | > loss_gen: 2.2042758464813232 (2.464304988287084) | > loss_kl: 2.050746440887451 (2.02214548841913) | > loss_feat: 7.043547630310059 (6.97600784869777) | > loss_mel: 16.073856353759766 (17.017278028506098) | > loss_duration: 2.232356071472168 (2.0532699733692255) | > loss_1: 29.604782104492188 (30.533006357175054) | > grad_norm_1: tensor(332.0049, device='cuda:0') (tensor(213.5407, device='cuda:0')) | > current_lr_0: 0.00017992871715004873 | > current_lr_1: 0.00017992871715004873 | > step_time: 0.5434 (0.40413945819890595) | > loader_time: 0.0085 (0.004832505432415907) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_367500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.685786724090576 (2.685786724090576) | > loss_disc_real_0: 0.2275090366601944 (0.2275090366601944) | > loss_disc_real_1: 0.22958901524543762 (0.22958901524543762) | > loss_disc_real_2: 0.22292964160442352 (0.22292964160442352) | > loss_disc_real_3: 0.27563098073005676 (0.27563098073005676) | > loss_disc_real_4: 0.26284027099609375 (0.26284027099609375) | > loss_disc_real_5: 0.19912408292293549 (0.19912408292293549) | > loss_0: 2.685786724090576 (2.685786724090576) | > loss_gen: 2.233952760696411 (2.233952760696411) | > loss_kl: 2.7905259132385254 (2.7905259132385254) | > loss_feat: 4.459348678588867 (4.459348678588867) | > loss_mel: 13.463380813598633 (13.463380813598633) | > loss_duration: 3.0703043937683105 (3.0703043937683105) | > loss_1: 26.017513275146484 (26.017513275146484)  --> STEP: 1 | > loss_disc: 2.303734302520752 (2.303734302520752) | > loss_disc_real_0: 0.11725584417581558 (0.11725584417581558) | > loss_disc_real_1: 0.20402246713638306 (0.20402246713638306) | > loss_disc_real_2: 0.187975212931633 (0.187975212931633) | > loss_disc_real_3: 0.19926349818706512 (0.19926349818706512) | > loss_disc_real_4: 0.2525029182434082 (0.2525029182434082) | > loss_disc_real_5: 0.2121528834104538 (0.2121528834104538) | > loss_0: 2.303734302520752 (2.303734302520752) | > loss_gen: 2.4699409008026123 (2.4699409008026123) | > loss_kl: 3.086142063140869 (3.086142063140869) | > loss_feat: 5.427943229675293 (5.427943229675293) | > loss_mel: 17.262231826782227 (17.262231826782227) | > loss_duration: 2.612560510635376 (2.612560510635376) | > loss_1: 30.85881805419922 (30.85881805419922)  --> STEP: 2 | > loss_disc: 2.3646342754364014 (2.3341842889785767) | > loss_disc_real_0: 0.06942335516214371 (0.09333959966897964) | > loss_disc_real_1: 0.1655433624982834 (0.18478291481733322) | > loss_disc_real_2: 0.241036519408226 (0.2145058661699295) | > loss_disc_real_3: 0.25618523359298706 (0.2277243658900261) | > loss_disc_real_4: 0.2835308313369751 (0.26801687479019165) | > loss_disc_real_5: 0.2637362778186798 (0.2379445806145668) | > loss_0: 2.3646342754364014 (2.3341842889785767) | > loss_gen: 2.2789976596832275 (2.37446928024292) | > loss_kl: 3.2449045181274414 (3.1655232906341553) | > loss_feat: 5.7230401039123535 (5.575491666793823) | > loss_mel: 18.131893157958984 (17.697062492370605) | > loss_duration: 2.5392112731933594 (2.5758858919143677) | > loss_1: 31.918046951293945 (31.388432502746582)  --> STEP: 3 | > loss_disc: 2.1559624671936035 (2.2747770150502524) | > loss_disc_real_0: 0.13270489871501923 (0.1064613660176595) | > loss_disc_real_1: 0.1469849944114685 (0.17218360801537833) | > loss_disc_real_2: 0.13692496716976166 (0.18864556650320688) | > loss_disc_real_3: 0.1930369883775711 (0.21616190671920776) | > loss_disc_real_4: 0.27131038904190063 (0.26911471287409466) | > loss_disc_real_5: 0.20866665244102478 (0.22818527122338614) | > loss_0: 2.1559624671936035 (2.2747770150502524) | > loss_gen: 2.440906286239624 (2.396614948908488) | > loss_kl: 3.56054425239563 (3.297196944554647) | > loss_feat: 6.140337944030762 (5.763773759206136) | > loss_mel: 18.06018829345703 (17.818104426066082) | > loss_duration: 2.450225353240967 (2.533999045689901) | > loss_1: 32.65220260620117 (31.809689203898113)  --> STEP: 4 | > loss_disc: 2.469542980194092 (2.323468506336212) | > loss_disc_real_0: 0.17472656071186066 (0.1235276646912098) | > loss_disc_real_1: 0.20955535769462585 (0.1815265454351902) | > loss_disc_real_2: 0.1879149079322815 (0.18846290186047554) | > loss_disc_real_3: 0.2463926076889038 (0.22371958196163177) | > loss_disc_real_4: 0.2795165181159973 (0.2717151641845703) | > loss_disc_real_5: 0.258775919675827 (0.23583293333649635) | > loss_0: 2.469542980194092 (2.323468506336212) | > loss_gen: 2.3057961463928223 (2.3739102482795715) | > loss_kl: 3.5514233112335205 (3.3607535362243652) | > loss_feat: 4.649038791656494 (5.485090017318726) | > loss_mel: 18.345661163330078 (17.94999361038208) | > loss_duration: 2.468174457550049 (2.5175428986549377) | > loss_1: 31.320093154907227 (31.68729019165039)  --> STEP: 5 | > loss_disc: 2.1417291164398193 (2.2871206283569334) | > loss_disc_real_0: 0.18891459703445435 (0.13660505115985871) | > loss_disc_real_1: 0.15782234072685242 (0.17678570449352266) | > loss_disc_real_2: 0.18029625713825226 (0.1868295729160309) | > loss_disc_real_3: 0.1780826449394226 (0.21459219455718995) | > loss_disc_real_4: 0.23930396139621735 (0.2652329236268997) | > loss_disc_real_5: 0.18625080585479736 (0.22591650784015654) | > loss_0: 2.1417291164398193 (2.2871206283569334) | > loss_gen: 2.587409496307373 (2.416610097885132) | > loss_kl: 2.6510777473449707 (3.2188183784484865) | > loss_feat: 6.0118184089660645 (5.5904356956481935) | > loss_mel: 19.170284271240234 (18.19405174255371) | > loss_duration: 2.3604276180267334 (2.486119842529297) | > loss_1: 32.7810173034668 (31.90603561401367)  --> STEP: 6 | > loss_disc: 2.529855489730835 (2.327576438585917) | > loss_disc_real_0: 0.15081694722175598 (0.13897370050350824) | > loss_disc_real_1: 0.2330392599105835 (0.18616129706303278) | > loss_disc_real_2: 0.21288292109966278 (0.19117179761330286) | > loss_disc_real_3: 0.1914256513118744 (0.21073110401630402) | > loss_disc_real_4: 0.2729397118091583 (0.26651738832394284) | > loss_disc_real_5: 0.24250319600105286 (0.2286809558669726) | > loss_0: 2.529855489730835 (2.327576438585917) | > loss_gen: 2.2332072257995605 (2.3860429525375366) | > loss_kl: 3.23473858833313 (3.2214717467625937) | > loss_feat: 5.465217113494873 (5.569565931955974) | > loss_mel: 18.18852424621582 (18.193130493164062) | > loss_duration: 2.1933271884918213 (2.4373210668563843) | > loss_1: 31.31501579284668 (31.80753231048584)  --> STEP: 7 | > loss_disc: 2.3796703815460205 (2.3350184304373607) | > loss_disc_real_0: 0.13255272805690765 (0.13805641872542246) | > loss_disc_real_1: 0.2283814400434494 (0.19219274606023515) | > loss_disc_real_2: 0.21773025393486023 (0.19496586280209677) | > loss_disc_real_3: 0.24381399154663086 (0.2154572308063507) | > loss_disc_real_4: 0.26867029070854187 (0.26682494580745697) | > loss_disc_real_5: 0.32685068249702454 (0.2427052025284086) | > loss_0: 2.3796703815460205 (2.3350184304373607) | > loss_gen: 2.844409465789795 (2.451523883002145) | > loss_kl: 5.024121284484863 (3.4789931092943465) | > loss_feat: 6.147762775421143 (5.652165481022426) | > loss_mel: 17.225147247314453 (18.054847172328405) | > loss_duration: 2.5103161334991455 (2.447748933519636) | > loss_1: 33.75175857543945 (32.085278919764924)  --> STEP: 8 | > loss_disc: 2.6265790462493896 (2.371463507413864) | > loss_disc_real_0: 0.25345802307128906 (0.15248161926865578) | > loss_disc_real_1: 0.17119449377059937 (0.18956796452403069) | > loss_disc_real_2: 0.2803938090801239 (0.20564435608685017) | > loss_disc_real_3: 0.256245493888855 (0.22055576369166374) | > loss_disc_real_4: 0.31616494059562683 (0.2729924451559782) | > loss_disc_real_5: 0.26802921295166016 (0.24587070383131504) | > loss_0: 2.6265790462493896 (2.371463507413864) | > loss_gen: 2.3422091007232666 (2.437859535217285) | > loss_kl: 3.1671552658081055 (3.4400133788585663) | > loss_feat: 8.33402156829834 (5.987397491931915) | > loss_mel: 16.711711883544922 (17.88695526123047) | > loss_duration: 2.3264389038085938 (2.4325851798057556) | > loss_1: 32.88153839111328 (32.18481135368347)  --> STEP: 9 | > loss_disc: 2.46006178855896 (2.38130776087443) | > loss_disc_real_0: 0.372999370098114 (0.17698359158304003) | > loss_disc_real_1: 0.19116224348545074 (0.18974510663085514) | > loss_disc_real_2: 0.2119029313325882 (0.2063397533363766) | > loss_disc_real_3: 0.17185375094413757 (0.2151444289419386) | > loss_disc_real_4: 0.22484758496284485 (0.26764301624563) | > loss_disc_real_5: 0.24195292592048645 (0.24543539517455631) | > loss_0: 2.46006178855896 (2.38130776087443) | > loss_gen: 2.8469276428222656 (2.483311547173394) | > loss_kl: 2.5173768997192383 (3.3374982145097523) | > loss_feat: 9.427903175354004 (6.369675901201036) | > loss_mel: 19.542367935180664 (18.07089000278049) | > loss_duration: 2.20304274559021 (2.407080464892917) | > loss_1: 36.53761672973633 (32.668456395467125)  --> STEP: 10 | > loss_disc: 2.4878695011138916 (2.3919639348983766) | > loss_disc_real_0: 0.13577228784561157 (0.17286246120929719) | > loss_disc_real_1: 0.1847732812166214 (0.18924792408943175) | > loss_disc_real_2: 0.234717458486557 (0.20917752385139465) | > loss_disc_real_3: 0.21987181901931763 (0.2156171679496765) | > loss_disc_real_4: 0.2760308086872101 (0.26848179548978807) | > loss_disc_real_5: 0.22269393503665924 (0.2431612491607666) | > loss_0: 2.4878695011138916 (2.3919639348983766) | > loss_gen: 2.189793109893799 (2.4539597034454346) | > loss_kl: 2.9130964279174805 (3.295058035850525) | > loss_feat: 5.9090776443481445 (6.323616075515747) | > loss_mel: 17.005220413208008 (17.964323043823242) | > loss_duration: 2.387044906616211 (2.4050769090652464) | > loss_1: 30.404232025146484 (32.44203395843506)  --> STEP: 11 | > loss_disc: 2.17584490776062 (2.372316750613126) | > loss_disc_real_0: 0.1025782972574234 (0.16647299175912683) | > loss_disc_real_1: 0.10223457217216492 (0.18133761936968024) | > loss_disc_real_2: 0.20494487881660461 (0.20879273793914102) | > loss_disc_real_3: 0.19353483617305756 (0.21360968324271115) | > loss_disc_real_4: 0.1892373114824295 (0.2612777514891191) | > loss_disc_real_5: 0.1555788516998291 (0.2351992130279541) | > loss_0: 2.17584490776062 (2.372316750613126) | > loss_gen: 2.2538206577301025 (2.4357652447440405) | > loss_kl: 3.4473605155944824 (3.3089037158272485) | > loss_feat: 6.850538730621338 (6.371518135070801) | > loss_mel: 18.54388427734375 (18.017010428688742) | > loss_duration: 2.5160465240478516 (2.415165055881847) | > loss_1: 33.61164855957031 (32.548362558538265)  --> STEP: 12 | > loss_disc: 2.5931363105773926 (2.390718380610148) | > loss_disc_real_0: 0.15023764967918396 (0.16512004658579826) | > loss_disc_real_1: 0.2076530158519745 (0.18353056907653809) | > loss_disc_real_2: 0.2163562923669815 (0.20942303414146105) | > loss_disc_real_3: 0.20316478610038757 (0.21273927514751753) | > loss_disc_real_4: 0.1938902735710144 (0.25566212832927704) | > loss_disc_real_5: 0.15949812531471252 (0.22889078905185065) | > loss_0: 2.5931363105773926 (2.390718380610148) | > loss_gen: 1.9186029434204102 (2.3926683863004046) | > loss_kl: 2.5719757080078125 (3.247493048508962) | > loss_feat: 5.996460437774658 (6.340263326962789) | > loss_mel: 14.821983337402344 (17.750758171081543) | > loss_duration: 2.268825054168701 (2.4029700557390847) | > loss_1: 27.57784652709961 (32.13415288925171)  --> STEP: 13 | > loss_disc: 2.314885377883911 (2.38488507270813) | > loss_disc_real_0: 0.12458904832601547 (0.1620022774888919) | > loss_disc_real_1: 0.18047431111335754 (0.1832954723101396) | > loss_disc_real_2: 0.23278523981571198 (0.2112201268856342) | > loss_disc_real_3: 0.24074159562587738 (0.21489329979969904) | > loss_disc_real_4: 0.2024994194507599 (0.2515726891847757) | > loss_disc_real_5: 0.2019304484128952 (0.22681691669500792) | > loss_0: 2.314885377883911 (2.38488507270813) | > loss_gen: 2.3494627475738525 (2.3893448756291313) | > loss_kl: 3.467663049697876 (3.264429202446571) | > loss_feat: 7.771234512329102 (6.4503380335294285) | > loss_mel: 17.526208877563477 (17.73348514850323) | > loss_duration: 2.2785849571228027 (2.39340197123014) | > loss_1: 33.39315414428711 (32.230999139639046)  --> STEP: 14 | > loss_disc: 2.366567611694336 (2.383576682635716) | > loss_disc_real_0: 0.18449580669403076 (0.1636089581464018) | > loss_disc_real_1: 0.19250153005123138 (0.1839530478630747) | > loss_disc_real_2: 0.21002766489982605 (0.21113495102950505) | > loss_disc_real_3: 0.22598597407341003 (0.21568563367639268) | > loss_disc_real_4: 0.28033769130706787 (0.25362733219351086) | > loss_disc_real_5: 0.23989593982696533 (0.22775113263300487) | > loss_0: 2.366567611694336 (2.383576682635716) | > loss_gen: 2.5048186779022217 (2.397593004362924) | > loss_kl: 3.9211413860321045 (3.3113372155598233) | > loss_feat: 6.463596820831299 (6.4512850897652765) | > loss_mel: 16.977840423583984 (17.679510525294713) | > loss_duration: 2.4484643936157227 (2.397335001400539) | > loss_1: 32.315860748291016 (32.23706068311419)  --> STEP: 15 | > loss_disc: 2.2481014728546143 (2.3745450019836425) | > loss_disc_real_0: 0.14269359409809113 (0.1622146005431811) | > loss_disc_real_1: 0.14676648378372192 (0.18147394359111785) | > loss_disc_real_2: 0.28481248021125793 (0.21604678630828858) | > loss_disc_real_3: 0.25645899772644043 (0.21840385794639589) | > loss_disc_real_4: 0.22867247462272644 (0.25196367502212524) | > loss_disc_real_5: 0.20458164811134338 (0.22620650033156078) | > loss_0: 2.2481014728546143 (2.3745450019836425) | > loss_gen: 2.7316105365753174 (2.41986083984375) | > loss_kl: 3.382808208465576 (3.3161019484202066) | > loss_feat: 5.943024635314941 (6.417401059468587) | > loss_mel: 18.402721405029297 (17.727724583943687) | > loss_duration: 2.3917555809020996 (2.396963040033976) | > loss_1: 32.85192108154297 (32.27805137634277)  --> STEP: 16 | > loss_disc: 2.2748007774353027 (2.3683109879493713) | > loss_disc_real_0: 0.11871525645256042 (0.1594958915375173) | > loss_disc_real_1: 0.22156888246536255 (0.18397987727075815) | > loss_disc_real_2: 0.21130222082138062 (0.21575025096535683) | > loss_disc_real_3: 0.2616589367389679 (0.22110730037093163) | > loss_disc_real_4: 0.22058069705963135 (0.2500022388994694) | > loss_disc_real_5: 0.14142310619354248 (0.22090753819793463) | > loss_0: 2.2748007774353027 (2.3683109879493713) | > loss_gen: 2.5265612602233887 (2.4265296161174774) | > loss_kl: 3.125432014465332 (3.304185077548027) | > loss_feat: 10.003378868103027 (6.64152467250824) | > loss_mel: 17.18332862854004 (17.693699836730957) | > loss_duration: 2.4205780029296875 (2.398438975214958) | > loss_1: 35.25927734375 (32.464377999305725)  --> STEP: 17 | > loss_disc: 2.51552677154541 (2.376970739925609) | > loss_disc_real_0: 0.2341785579919815 (0.1638889895642505) | > loss_disc_real_1: 0.15392498672008514 (0.18221194253248327) | > loss_disc_real_2: 0.23795484006404877 (0.2170564032652799) | > loss_disc_real_3: 0.2292410135269165 (0.22158575408598957) | > loss_disc_real_4: 0.2114635854959488 (0.24773525928749757) | > loss_disc_real_5: 0.2168383151292801 (0.2206681721350726) | > loss_0: 2.51552677154541 (2.376970739925609) | > loss_gen: 2.5053317546844482 (2.431165036033182) | > loss_kl: 2.762968063354492 (3.2723487825954662) | > loss_feat: 8.053345680236816 (6.724572967080509) | > loss_mel: 16.240764617919922 (17.608233059153836) | > loss_duration: 2.474335193634033 (2.4029034586513744) | > loss_1: 32.036746978759766 (32.43922323339126)  --> STEP: 18 | > loss_disc: 2.293933391571045 (2.372357553905911) | > loss_disc_real_0: 0.06649523973464966 (0.15847822568482822) | > loss_disc_real_1: 0.15803846716880798 (0.18086897167894575) | > loss_disc_real_2: 0.13504843413829803 (0.21250040498044756) | > loss_disc_real_3: 0.15565095841884613 (0.21792270988225937) | > loss_disc_real_4: 0.27449554204940796 (0.24922194166315925) | > loss_disc_real_5: 0.25794944167137146 (0.2227393537759781) | > loss_0: 2.293933391571045 (2.372357553905911) | > loss_gen: 2.327742576599121 (2.4254193438424005) | > loss_kl: 3.304133892059326 (3.274114622010125) | > loss_feat: 9.152387619018555 (6.859451558854845) | > loss_mel: 18.82144546508789 (17.675633748372395) | > loss_duration: 2.265890121459961 (2.3952916065851846) | > loss_1: 35.87159729003906 (32.6299106809828)  --> STEP: 19 | > loss_disc: 2.6393203735351562 (2.3864082286232398) | > loss_disc_real_0: 0.2709231972694397 (0.1643963820840183) | > loss_disc_real_1: 0.24983283877372742 (0.18449864889446058) | > loss_disc_real_2: 0.3082391321659088 (0.21753928535862974) | > loss_disc_real_3: 0.25205421447753906 (0.2197191048609583) | > loss_disc_real_4: 0.32660189270973206 (0.25329457066561045) | > loss_disc_real_5: 0.26764506101608276 (0.22510281205177307) | > loss_0: 2.6393203735351562 (2.3864082286232398) | > loss_gen: 2.676279306411743 (2.438622499767103) | > loss_kl: 2.3719887733459473 (3.2266343141856946) | > loss_feat: 6.187318325042725 (6.824076125496312) | > loss_mel: 16.252744674682617 (17.600744849757145) | > loss_duration: 2.363558530807495 (2.3936214447021484) | > loss_1: 29.85188865661621 (32.483698995489824)  --> STEP: 20 | > loss_disc: 2.3943569660186768 (2.3868056654930117) | > loss_disc_real_0: 0.12763476371765137 (0.16255830116569997) | > loss_disc_real_1: 0.18941475450992584 (0.18474445417523383) | > loss_disc_real_2: 0.216049462556839 (0.2174647942185402) | > loss_disc_real_3: 0.22477425634860992 (0.2199718624353409) | > loss_disc_real_4: 0.2294044941663742 (0.2521000668406487) | > loss_disc_real_5: 0.2030317783355713 (0.223999260365963) | > loss_0: 2.3943569660186768 (2.3868056654930117) | > loss_gen: 2.3619368076324463 (2.4347882151603697) | > loss_kl: 2.3757917881011963 (3.1840921878814696) | > loss_feat: 7.10273551940918 (6.838009095191955) | > loss_mel: 17.66114616394043 (17.603764915466307) | > loss_duration: 2.3385913372039795 (2.39086993932724) | > loss_1: 31.840200424194336 (32.451524066925046)  --> STEP: 21 | > loss_disc: 2.29407000541687 (2.3823896816798618) | > loss_disc_real_0: 0.1687048077583313 (0.16285099195582525) | > loss_disc_real_1: 0.23364198207855225 (0.18707290788491568) | > loss_disc_real_2: 0.21174976229667664 (0.2171926498413086) | > loss_disc_real_3: 0.18438689410686493 (0.2182773401339849) | > loss_disc_real_4: 0.22627922892570496 (0.25087050313041326) | > loss_disc_real_5: 0.2184223234653473 (0.22373369194212414) | > loss_0: 2.29407000541687 (2.3823896816798618) | > loss_gen: 2.4192428588867188 (2.43404796009972) | > loss_kl: 3.592468023300171 (3.203538656234741) | > loss_feat: 5.6306843757629395 (6.780517441885812) | > loss_mel: 14.722752571105957 (17.466573851449148) | > loss_duration: 2.166860580444336 (2.380202826999483) | > loss_1: 28.532007217407227 (32.2648804074242)  --> STEP: 22 | > loss_disc: 2.501657009124756 (2.3878109238364478) | > loss_disc_real_0: 0.1902291476726532 (0.16409545357931743) | > loss_disc_real_1: 0.1769990175962448 (0.18661500378088516) | > loss_disc_real_2: 0.17824192345142365 (0.21542216227813202) | > loss_disc_real_3: 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loss_0: 2.546067953109741 (2.3946916642396343) | > loss_gen: 2.072660446166992 (2.408150040585062) | > loss_kl: 2.7375731468200684 (3.1314574739207393) | > loss_feat: 8.223273277282715 (6.879870290341585) | > loss_mel: 16.243106842041016 (17.40717361284339) | > loss_duration: 2.303816795349121 (2.369631166043489) | > loss_1: 31.580429077148438 (32.19628217945928)  --> STEP: 24 | > loss_disc: 2.4201529026031494 (2.3957525491714473) | > loss_disc_real_0: 0.150748610496521 (0.16385830100625753) | > loss_disc_real_1: 0.1692478358745575 (0.18458353790144125) | > loss_disc_real_2: 0.23182672262191772 (0.21602059217790762) | > loss_disc_real_3: 0.23084397614002228 (0.2197611927986145) | > loss_disc_real_4: 0.27831417322158813 (0.24876664827267328) | > loss_disc_real_5: 0.20657406747341156 (0.2227651346474886) | > loss_0: 2.4201529026031494 (2.3957525491714473) | > loss_gen: 2.3167951107025146 (2.4043435851732893) | > loss_kl: 2.0812158584594727 (3.0876974066098533) | > loss_feat: 5.029396057128906 (6.802767197291057) | > loss_mel: 19.040569305419922 (17.475231766700748) | > loss_duration: 2.418972969055176 (2.3716870745023093) | > loss_1: 30.886947631835938 (32.14172657330831)  --> STEP: 25 | > loss_disc: 2.6195871829986572 (2.4047059345245354) | > loss_disc_real_0: 0.19727776944637299 (0.16519507974386216) | > loss_disc_real_1: 0.17549145221710205 (0.1842198544740677) | > loss_disc_real_2: 0.19196061789989471 (0.2150581932067871) | > loss_disc_real_3: 0.22070716321468353 (0.21979903161525727) | > loss_disc_real_4: 0.22515307366847992 (0.24782210528850557) | > loss_disc_real_5: 0.20779134333133698 (0.22216618299484253) | > loss_0: 2.6195871829986572 (2.4047059345245354) | > loss_gen: 2.0749378204345703 (2.3911673545837404) | > loss_kl: 2.7618794441223145 (3.0746646881103517) | > loss_feat: 6.008937358856201 (6.771014003753662) | > loss_mel: 14.616058349609375 (17.360864830017093) | > loss_duration: 2.384294033050537 (2.372191352844238) | > loss_1: 27.846107482910156 (31.969901809692384)  --> STEP: 26 | > loss_disc: 2.1985907554626465 (2.3967784276375395) | > loss_disc_real_0: 0.16786600649356842 (0.16529780769577393) | > loss_disc_real_1: 0.12132099270820618 (0.18180066748307303) | > loss_disc_real_2: 0.05420666188001633 (0.20887159584806517) | > loss_disc_real_3: 0.2088966816663742 (0.21937971046337715) | > loss_disc_real_4: 0.17539168894290924 (0.24503632004444414) | > loss_disc_real_5: 0.1477571576833725 (0.21930429740593985) | > loss_0: 2.1985907554626465 (2.3967784276375395) | > loss_gen: 2.1092264652252197 (2.3803234742237973) | > loss_kl: 2.4325132369995117 (3.0499665553753195) | > loss_feat: 10.774557113647461 (6.92499643105727) | > loss_mel: 20.211402893066406 (17.470500909365143) | > loss_duration: 2.2864909172058105 (2.36889518224276) | > loss_1: 37.81418991088867 (32.194682121276855) --> EVAL PERFORMANCE | > avg_loader_time: 0.00240619365985577 (+7.692667154165535e-05) | > avg_loss_disc: 2.3967784276375395 (-0.086574581953196) | > avg_loss_disc_real_0: 0.16529780769577393 (+0.046327608136030346) | > avg_loss_disc_real_1: 0.18180066748307303 (-0.0641189985550367) | > avg_loss_disc_real_2: 0.20887159584806517 (-0.03310392195215592) | > avg_loss_disc_real_3: 0.21937971046337715 (-0.04223906248807899) | > avg_loss_disc_real_4: 0.24503632004444414 (+0.010219172216378719) | > avg_loss_disc_real_5: 0.21930429740593985 (-0.00224815079799065) | > avg_loss_0: 2.3967784276375395 (-0.086574581953196) | > avg_loss_gen: 2.3803234742237973 (+0.06742183061746498) | > avg_loss_kl: 3.0499665553753195 (+0.05246084470015333) | > avg_loss_feat: 6.92499643105727 (+0.46173423987168594) | > avg_loss_mel: 17.470500909365143 (+0.7433839577894936) | > avg_loss_duration: 2.36889518224276 (+0.01815318144284772) | > avg_loss_1: 32.194682121276855 (+1.3431531465970536)  > EPOCH: 847/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:45:08)   --> TIME: 2024-06-12 04:45:14 -- STEP: 14/330 -- GLOBAL_STEP: 367525 | > loss_disc: 2.3851215839385986 (2.328179802213396) | > loss_disc_real_0: 0.10930721461772919 (0.10487231346113342) | > loss_disc_real_1: 0.20716525614261627 (0.18822338325636728) | > loss_disc_real_2: 0.23949211835861206 (0.20589405511106765) | > loss_disc_real_3: 0.26991337537765503 (0.22327980718442372) | > loss_disc_real_4: 0.23230133950710297 (0.22887715058667318) | > loss_disc_real_5: 0.2545282244682312 (0.22200640184538706) | > loss_0: 2.3851215839385986 (2.328179802213396) | > grad_norm_0: tensor(9.2283, device='cuda:0') (tensor(8.8093, device='cuda:0')) | > loss_gen: 2.675205707550049 (2.510295271873474) | > loss_kl: 1.8639867305755615 (1.9170672382627214) | > loss_feat: 6.844407081604004 (7.048135689326695) | > loss_mel: 16.960412979125977 (17.595079149518693) | > loss_duration: 1.9913451671600342 (2.0544761930193216) | > loss_1: 30.335357666015625 (31.12505395071847) | > grad_norm_1: tensor(97.8058, device='cuda:0') (tensor(84.4084, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.365 (0.36090285437447683) | > loader_time: 0.003 (0.003013406481061663)  --> TIME: 2024-06-12 04:45:24 -- STEP: 39/330 -- GLOBAL_STEP: 367550 | > loss_disc: 2.3857312202453613 (2.3298003367888622) | > loss_disc_real_0: 0.09569692611694336 (0.1058223891334656) | > loss_disc_real_1: 0.17628644406795502 (0.19224583529509034) | > loss_disc_real_2: 0.18460439145565033 (0.2085143335354634) | > loss_disc_real_3: 0.20233750343322754 (0.22451320328773597) | > loss_disc_real_4: 0.23719128966331482 (0.2286561444783822) | > loss_disc_real_5: 0.2379867285490036 (0.2214828576797094) | > loss_0: 2.3857312202453613 (2.3298003367888622) | > grad_norm_0: tensor(12.1309, device='cuda:0') (tensor(9.4076, device='cuda:0')) | > loss_gen: 2.5400583744049072 (2.518635853742942) | > loss_kl: 1.99360191822052 (1.9805066738373194) | > loss_feat: 7.515176296234131 (7.059038712428166) | > loss_mel: 16.83146858215332 (17.35916846837753) | > loss_duration: 1.976356863975525 (1.9984299189005144) | > loss_1: 30.85666275024414 (30.915779798458782) | > grad_norm_1: tensor(43.9175, device='cuda:0') (tensor(83.4633, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.3715 (0.3707311703608586) | > loader_time: 0.0039 (0.003457044943785056)  --> TIME: 2024-06-12 04:45:33 -- STEP: 64/330 -- GLOBAL_STEP: 367575 | > loss_disc: 2.4099934101104736 (2.362208563834429) | > loss_disc_real_0: 0.12061499804258347 (0.10816557321231812) | > loss_disc_real_1: 0.19261381030082703 (0.19480471289716667) | > loss_disc_real_2: 0.21158961951732635 (0.21057285508140922) | > loss_disc_real_3: 0.2631571292877197 (0.229277373990044) | > loss_disc_real_4: 0.2202122062444687 (0.23344647022895515) | > loss_disc_real_5: 0.2024659663438797 (0.22108098957687616) | > loss_0: 2.4099934101104736 (2.362208563834429) | > grad_norm_0: tensor(11.5397, device='cuda:0') (tensor(10.5702, device='cuda:0')) | > loss_gen: 2.4741499423980713 (2.509308587759733) | > loss_kl: 1.958833932876587 (1.9783897548913956) | > loss_feat: 7.199024677276611 (7.025766924023628) | > loss_mel: 17.563770294189453 (17.356122761964794) | > loss_duration: 1.9762587547302246 (1.9842753540724516) | > loss_1: 31.172039031982422 (30.853863537311554) | > grad_norm_1: tensor(286.1949, device='cuda:0') (tensor(109.9613, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.38 (0.3745327331125736) | > loader_time: 0.0036 (0.003654696047306061)  --> TIME: 2024-06-12 04:45:43 -- STEP: 89/330 -- GLOBAL_STEP: 367600 | > loss_disc: 2.417797565460205 (2.36672537514333) | > loss_disc_real_0: 0.14384706318378448 (0.11033589007814279) | > loss_disc_real_1: 0.17589214444160461 (0.19508305577079907) | > loss_disc_real_2: 0.21810589730739594 (0.2120938126960497) | > loss_disc_real_3: 0.2232620269060135 (0.22945200727227028) | > loss_disc_real_4: 0.23386453092098236 (0.2336932671873757) | > loss_disc_real_5: 0.21883821487426758 (0.2221323750662) | > loss_0: 2.417797565460205 (2.36672537514333) | > grad_norm_0: tensor(20.6126, device='cuda:0') (tensor(10.9457, device='cuda:0')) | > loss_gen: 2.4939093589782715 (2.5033252024918458) | > loss_kl: 2.1031546592712402 (1.980355246683185) | > loss_feat: 6.640235900878906 (6.996282840042971) | > loss_mel: 16.701492309570312 (17.335084272234628) | > loss_duration: 2.0039401054382324 (1.9812034314937805) | > loss_1: 29.942733764648438 (30.79625110411912) | > grad_norm_1: tensor(54.9880, device='cuda:0') (tensor(110.9682, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.3627 (0.3765536801198895) | > loader_time: 0.0036 (0.003774211647805203)  --> TIME: 2024-06-12 04:45:53 -- STEP: 114/330 -- GLOBAL_STEP: 367625 | > loss_disc: 2.441925048828125 (2.369794991978428) | > loss_disc_real_0: 0.14483636617660522 (0.11310711816737526) | > loss_disc_real_1: 0.19224008917808533 (0.19535709433911141) | > loss_disc_real_2: 0.21430738270282745 (0.21216018393374325) | > loss_disc_real_3: 0.24743987619876862 (0.22961449152544924) | > loss_disc_real_4: 0.22093240916728973 (0.23264347408947192) | > loss_disc_real_5: 0.21023666858673096 (0.22238024036612428) | > loss_0: 2.441925048828125 (2.369794991978428) | > grad_norm_0: tensor(5.5849, device='cuda:0') (tensor(10.3070, device='cuda:0')) | > loss_gen: 2.454068183898926 (2.4936725549530565) | > loss_kl: 2.2513067722320557 (1.9888304806592172) | > loss_feat: 7.125077247619629 (6.986063329797042) | > loss_mel: 17.45590591430664 (17.348511746055195) | > loss_duration: 2.0041823387145996 (1.9836952728137636) | > loss_1: 31.29054069519043 (30.80077348675644) | > grad_norm_1: tensor(104.2307, device='cuda:0') (tensor(102.8077, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.3746 (0.3746621002230728) | > loader_time: 0.0037 (0.0038184638608965956)  --> TIME: 2024-06-12 04:46:02 -- STEP: 139/330 -- GLOBAL_STEP: 367650 | > loss_disc: 2.5051450729370117 (2.3683919512110654) | > loss_disc_real_0: 0.09436535835266113 (0.11362267730476187) | > loss_disc_real_1: 0.20320729911327362 (0.195866719638701) | > loss_disc_real_2: 0.21889837086200714 (0.21150913952494696) | > loss_disc_real_3: 0.19842180609703064 (0.22955687193990612) | > loss_disc_real_4: 0.228206604719162 (0.2325759822730538) | > loss_disc_real_5: 0.2088133692741394 (0.22282534902044338) | > loss_0: 2.5051450729370117 (2.3683919512110654) | > grad_norm_0: tensor(14.8259, device='cuda:0') (tensor(10.3254, device='cuda:0')) | > loss_gen: 2.3368194103240967 (2.492609492308802) | > loss_kl: 2.0485620498657227 (2.0027332297332) | > loss_feat: 7.063554763793945 (6.97568840946225) | > loss_mel: 17.32679557800293 (17.314602666621585) | > loss_duration: 2.074795722961426 (1.9901985032952947) | > loss_1: 30.85052490234375 (30.77583232028879) | > grad_norm_1: tensor(203.0857, device='cuda:0') (tensor(105.8112, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.3645 (0.3748335117916409) | > loader_time: 0.0041 (0.003880739212036133)  --> TIME: 2024-06-12 04:46:12 -- STEP: 164/330 -- GLOBAL_STEP: 367675 | > loss_disc: 2.334453582763672 (2.374644522259875) | > loss_disc_real_0: 0.11114589124917984 (0.11446726090479188) | > loss_disc_real_1: 0.17854630947113037 (0.19690359256616458) | > loss_disc_real_2: 0.18421435356140137 (0.21209962820497955) | > loss_disc_real_3: 0.25688377022743225 (0.23026079611807335) | > loss_disc_real_4: 0.24828825891017914 (0.23277452433618104) | > loss_disc_real_5: 0.23686954379081726 (0.22292614928105983) | > loss_0: 2.334453582763672 (2.374644522259875) | > grad_norm_0: tensor(23.4929, device='cuda:0') (tensor(10.9868, device='cuda:0')) | > loss_gen: 2.54453706741333 (2.489807964825048) | > loss_kl: 2.016956090927124 (2.009304868738827) | > loss_feat: 6.952704906463623 (6.95678504501901) | > loss_mel: 17.714200973510742 (17.29201333115741) | > loss_duration: 2.066218376159668 (1.994609270880862) | > loss_1: 31.29461669921875 (30.742520460268345) | > grad_norm_1: tensor(363.7964, device='cuda:0') (tensor(121.1445, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.3849 (0.37536491562680485) | > loader_time: 0.0043 (0.003958933237122327)  --> TIME: 2024-06-12 04:46:22 -- STEP: 189/330 -- GLOBAL_STEP: 367700 | > loss_disc: 2.386200428009033 (2.3755868465181367) | > loss_disc_real_0: 0.09771694988012314 (0.11528405555026242) | > loss_disc_real_1: 0.18724225461483002 (0.19634588149489554) | > loss_disc_real_2: 0.2194918990135193 (0.2117242138221781) | > loss_disc_real_3: 0.28112462162971497 (0.2302755974430256) | > loss_disc_real_4: 0.2813872694969177 (0.23320530386513502) | > loss_disc_real_5: 0.22948966920375824 (0.22383574211092852) | > loss_0: 2.386200428009033 (2.3755868465181367) | > grad_norm_0: tensor(13.8385, device='cuda:0') (tensor(12.6948, device='cuda:0')) | > loss_gen: 2.503938913345337 (2.4859027648098246) | > loss_kl: 2.0834786891937256 (2.0136929788286744) | > loss_feat: 6.749268054962158 (6.934278806050618) | > loss_mel: 16.788663864135742 (17.239606211425134) | > loss_duration: 2.081862449645996 (2.002871999664912) | > loss_1: 30.207210540771484 (30.676352748164422) | > grad_norm_1: tensor(309.5498, device='cuda:0') (tensor(148.0241, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.4031 (0.3781379972185406) | > loader_time: 0.0052 (0.004066314646806668)  --> TIME: 2024-06-12 04:46:33 -- STEP: 214/330 -- GLOBAL_STEP: 367725 | > loss_disc: 2.3814857006073 (2.372081600617024) | > loss_disc_real_0: 0.07065458595752716 (0.11611225452517794) | > loss_disc_real_1: 0.2220735251903534 (0.1965741939216017) | > loss_disc_real_2: 0.24640387296676636 (0.21173799337349206) | > loss_disc_real_3: 0.24095597863197327 (0.22981589531230034) | > loss_disc_real_4: 0.2436063438653946 (0.23252466035501979) | > loss_disc_real_5: 0.24422110617160797 (0.22319780512947904) | > loss_0: 2.3814857006073 (2.372081600617024) | > grad_norm_0: tensor(32.8444, device='cuda:0') (tensor(14.5227, device='cuda:0')) | > loss_gen: 2.5147385597229004 (2.4929054061943106) | > loss_kl: 1.9570616483688354 (2.0199635903411948) | > loss_feat: 6.075497150421143 (6.945795917065344) | > loss_mel: 16.144641876220703 (17.20066723868112) | > loss_duration: 2.1092896461486816 (2.011382061187352) | > loss_1: 28.801227569580078 (30.670714182274363) | > grad_norm_1: tensor(257.3797, device='cuda:0') (tensor(172.7833, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.4202 (0.3830984273803567) | > loader_time: 0.005 (0.004205226898193361)  --> TIME: 2024-06-12 04:46:43 -- STEP: 239/330 -- GLOBAL_STEP: 367750 | > loss_disc: 2.3571043014526367 (2.3703213406407175) | > loss_disc_real_0: 0.15860924124717712 (0.11705573052791372) | > loss_disc_real_1: 0.16789893805980682 (0.19669290373265497) | > loss_disc_real_2: 0.21523384749889374 (0.21177827675971028) | > loss_disc_real_3: 0.21200957894325256 (0.22946321795924438) | > loss_disc_real_4: 0.20543235540390015 (0.23266196861925484) | > loss_disc_real_5: 0.2363111525774002 (0.22193101484905228) | > loss_0: 2.3571043014526367 (2.3703213406407175) | > grad_norm_0: tensor(58.8721, device='cuda:0') (tensor(16.8901, device='cuda:0')) | > loss_gen: 2.336184024810791 (2.502864914459163) | > loss_kl: 1.9670618772506714 (2.02395169705028) | > loss_feat: 6.70015811920166 (6.9721681602829175) | > loss_mel: 16.495309829711914 (17.169611563742414) | > loss_duration: 2.0555734634399414 (2.020218959413312) | > loss_1: 29.55428695678711 (30.688815240580666) | > grad_norm_1: tensor(526.9339, device='cuda:0') (tensor(203.4524, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.4134 (0.3863550130293458) | > loader_time: 0.0059 (0.004349056148130029)  --> TIME: 2024-06-12 04:46:54 -- STEP: 264/330 -- GLOBAL_STEP: 367775 | > loss_disc: 2.348330497741699 (2.3704290055867387) | > loss_disc_real_0: 0.08590014278888702 (0.11740326500413092) | > loss_disc_real_1: 0.22018897533416748 (0.19638754066192746) | > loss_disc_real_2: 0.2097042351961136 (0.2115706673851519) | > loss_disc_real_3: 0.2415705770254135 (0.22970435514368795) | > loss_disc_real_4: 0.2582009732723236 (0.23254589330066333) | > loss_disc_real_5: 0.20946724712848663 (0.22172150032764132) | > loss_0: 2.348330497741699 (2.3704290055867387) | > grad_norm_0: tensor(38.5349, device='cuda:0') (tensor(17.8257, device='cuda:0')) | > loss_gen: 2.6027514934539795 (2.4999147518114593) | > loss_kl: 2.011746406555176 (2.0287231477824137) | > loss_feat: 7.1721415519714355 (6.980123700517598) | > loss_mel: 17.068622589111328 (17.122454393993728) | > loss_duration: 2.159806728363037 (2.02857586335052) | > loss_1: 31.01506805419922 (30.65979180913983) | > grad_norm_1: tensor(469.8539, device='cuda:0') (tensor(222.9593, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.4253 (0.389841981006391) | > loader_time: 0.006 (0.004474921659989793)  --> TIME: 2024-06-12 04:47:06 -- STEP: 289/330 -- GLOBAL_STEP: 367800 | > loss_disc: 2.4006593227386475 (2.371359353246985) | > loss_disc_real_0: 0.10646423697471619 (0.11838446954542378) | > loss_disc_real_1: 0.16863106191158295 (0.19712469435480645) | > loss_disc_real_2: 0.18754003942012787 (0.21145122129611904) | > loss_disc_real_3: 0.2145342230796814 (0.22942520502735586) | > loss_disc_real_4: 0.2116815596818924 (0.2325826569824483) | > loss_disc_real_5: 0.20686015486717224 (0.22189857478166533) | > loss_0: 2.4006593227386475 (2.371359353246985) | > grad_norm_0: tensor(18.1124, device='cuda:0') (tensor(18.2987, device='cuda:0')) | > loss_gen: 2.466571569442749 (2.4949495775889345) | > loss_kl: 1.986090898513794 (2.0345110604507286) | > loss_feat: 6.9167375564575195 (6.96849741160251) | > loss_mel: 16.725419998168945 (17.06857131179229) | > loss_duration: 2.183145046234131 (2.0385996408528513) | > loss_1: 30.277965545654297 (30.605128977950468) | > grad_norm_1: tensor(134.1882, device='cuda:0') (tensor(234.3707, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.4553 (0.3946677095749798) | > loader_time: 0.0062 (0.004623540957493768)  --> TIME: 2024-06-12 04:47:18 -- STEP: 314/330 -- GLOBAL_STEP: 367825 | > loss_disc: 2.4381184577941895 (2.3775035385872902) | > loss_disc_real_0: 0.14516772329807281 (0.11950849746442904) | > loss_disc_real_1: 0.165171280503273 (0.19771001986257594) | > loss_disc_real_2: 0.1958455592393875 (0.21186195603411667) | > loss_disc_real_3: 0.2066718339920044 (0.23024841806121693) | > loss_disc_real_4: 0.24939489364624023 (0.23337619462210663) | > loss_disc_real_5: 0.2208307385444641 (0.2227515523695642) | > loss_0: 2.4381184577941895 (2.3775035385872902) | > grad_norm_0: tensor(10.5667, device='cuda:0') (tensor(18.5514, device='cuda:0')) | > loss_gen: 2.48309063911438 (2.4883654785763683) | > loss_kl: 2.040616750717163 (2.0380143420711434) | > loss_feat: 7.627638816833496 (6.970755610496375) | > loss_mel: 16.371524810791016 (17.025697829617066) | > loss_duration: 2.2485852241516113 (2.0517665273065004) | > loss_1: 30.771455764770508 (30.574599745926584) | > grad_norm_1: tensor(195.1965, device='cuda:0') (tensor(239.6162, device='cuda:0')) | > current_lr_0: 0.00017990622606040496 | > current_lr_1: 0.00017990622606040496 | > step_time: 0.5257 (0.40230230616915746) | > loader_time: 0.0079 (0.004809465377953403)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.61022686958313 (2.61022686958313) | > loss_disc_real_0: 0.28075844049453735 (0.28075844049453735) | > loss_disc_real_1: 0.21930314600467682 (0.21930314600467682) | > loss_disc_real_2: 0.26244422793388367 (0.26244422793388367) | > loss_disc_real_3: 0.25813356041908264 (0.25813356041908264) | > loss_disc_real_4: 0.29612523317337036 (0.29612523317337036) | > loss_disc_real_5: 0.28410518169403076 (0.28410518169403076) | > loss_0: 2.61022686958313 (2.61022686958313) | > loss_gen: 2.5841476917266846 (2.5841476917266846) | > loss_kl: 2.6957788467407227 (2.6957788467407227) | > loss_feat: 4.594029903411865 (4.594029903411865) | > loss_mel: 14.808808326721191 (14.808808326721191) | > loss_duration: 3.202594041824341 (3.202594041824341) | > loss_1: 27.885360717773438 (27.885360717773438)  --> STEP: 1 | > loss_disc: 2.467745780944824 (2.467745780944824) | > loss_disc_real_0: 0.19498370587825775 (0.19498370587825775) | > loss_disc_real_1: 0.1971445530653 (0.1971445530653) | > loss_disc_real_2: 0.26082631945610046 (0.26082631945610046) | > loss_disc_real_3: 0.25843822956085205 (0.25843822956085205) | > loss_disc_real_4: 0.22863301634788513 (0.22863301634788513) | > loss_disc_real_5: 0.2609618604183197 (0.2609618604183197) | > loss_0: 2.467745780944824 (2.467745780944824) | > loss_gen: 2.368572235107422 (2.368572235107422) | > loss_kl: 3.1230714321136475 (3.1230714321136475) | > loss_feat: 5.6235833168029785 (5.6235833168029785) | > loss_mel: 17.897377014160156 (17.897377014160156) | > loss_duration: 2.4254355430603027 (2.4254355430603027) | > loss_1: 31.438039779663086 (31.438039779663086)  --> STEP: 2 | > loss_disc: 2.225898265838623 (2.3468220233917236) | > loss_disc_real_0: 0.10052937269210815 (0.14775653928518295) | > loss_disc_real_1: 0.1792832911014557 (0.18821392208337784) | > loss_disc_real_2: 0.23199085891246796 (0.2464085891842842) | > loss_disc_real_3: 0.2396582067012787 (0.24904821813106537) | > loss_disc_real_4: 0.20373985171318054 (0.21618643403053284) | > loss_disc_real_5: 0.20842555165290833 (0.234693706035614) | > loss_0: 2.225898265838623 (2.3468220233917236) | > loss_gen: 2.516831874847412 (2.442702054977417) | > loss_kl: 2.889725685119629 (3.006398558616638) | > loss_feat: 5.221451282501221 (5.4225172996521) | > loss_mel: 17.433937072753906 (17.66565704345703) | > loss_duration: 2.393643379211426 (2.4095394611358643) | > loss_1: 30.455589294433594 (30.94681453704834)  --> STEP: 3 | > loss_disc: 2.575716495513916 (2.4231201807657876) | > loss_disc_real_0: 0.17637945711612701 (0.15729751189549765) | > loss_disc_real_1: 0.1921301931142807 (0.18951934576034546) | > loss_disc_real_2: 0.2174602597951889 (0.23675914605458578) | > loss_disc_real_3: 0.2828979194164276 (0.2603314518928528) | > loss_disc_real_4: 0.25658389925956726 (0.2296522557735443) | > loss_disc_real_5: 0.24186967313289642 (0.23708569506804147) | > loss_0: 2.575716495513916 (2.4231201807657876) | > loss_gen: 2.1896631717681885 (2.358355760574341) | > loss_kl: 3.8000800609588623 (3.2709590593973794) | > loss_feat: 5.199780464172363 (5.3482716878255205) | > loss_mel: 15.278367042541504 (16.869893709818523) | > loss_duration: 2.4406490325927734 (2.4199093182881675) | > loss_1: 28.908540725708008 (30.26738993326823)  --> STEP: 4 | > loss_disc: 2.418097496032715 (2.4218645095825195) | > loss_disc_real_0: 0.14767098426818848 (0.15489087998867035) | > loss_disc_real_1: 0.1764809787273407 (0.18625975400209427) | > loss_disc_real_2: 0.15973623096942902 (0.21750341728329659) | > loss_disc_real_3: 0.2564184367656708 (0.2593531981110573) | > loss_disc_real_4: 0.23063017427921295 (0.22989673539996147) | > loss_disc_real_5: 0.24874095618724823 (0.23999951034784317) | > loss_0: 2.418097496032715 (2.4218645095825195) | > loss_gen: 2.2218704223632812 (2.324234426021576) | > loss_kl: 3.4538824558258057 (3.316689908504486) | > loss_feat: 7.635270595550537 (5.920021414756775) | > loss_mel: 18.400434494018555 (17.25252890586853) | > loss_duration: 2.361461639404297 (2.4052973985671997) | > loss_1: 34.07292175292969 (31.218772888183594)  --> STEP: 5 | > loss_disc: 2.591099977493286 (2.455711603164673) | > loss_disc_real_0: 0.26765644550323486 (0.17744399309158326) | > loss_disc_real_1: 0.2367590218782425 (0.1963596075773239) | > loss_disc_real_2: 0.2363138347864151 (0.2212655007839203) | > loss_disc_real_3: 0.25476929545402527 (0.25843641757965086) | > loss_disc_real_4: 0.23325160145759583 (0.23056770861148834) | > loss_disc_real_5: 0.2098156362771988 (0.2339627355337143) | > loss_0: 2.591099977493286 (2.455711603164673) | > loss_gen: 2.3908891677856445 (2.33756537437439) | > loss_kl: 3.4951462745666504 (3.352381181716919) | > loss_feat: 6.797158718109131 (6.0954488754272464) | > loss_mel: 18.789152145385742 (17.559853553771973) | > loss_duration: 2.322561025619507 (2.388750123977661) | > loss_1: 33.79490661621094 (31.73399963378906)  --> STEP: 6 | > loss_disc: 2.537393093109131 (2.4693251848220825) | > loss_disc_real_0: 0.19604778289794922 (0.18054462472597757) | > loss_disc_real_1: 0.153850719332695 (0.18927479286988577) | > loss_disc_real_2: 0.20748412609100342 (0.21896860500176749) | > loss_disc_real_3: 0.2583593428134918 (0.258423571785291) | > loss_disc_real_4: 0.23719853162765503 (0.23167284578084946) | > loss_disc_real_5: 0.23833607137203217 (0.23469162484010062) | > loss_0: 2.537393093109131 (2.4693251848220825) | > loss_gen: 2.2719168663024902 (2.3266239563624063) | > loss_kl: 3.4709765911102295 (3.3721470832824707) | > loss_feat: 6.170651435852051 (6.107982635498047) | > loss_mel: 18.763635635375977 (17.760483900705974) | > loss_duration: 2.196080446243286 (2.356638511021932) | > loss_1: 32.873260498046875 (31.9238764444987)  --> STEP: 7 | > loss_disc: 2.33266544342041 (2.4498023646218434) | > loss_disc_real_0: 0.2067001760005951 (0.18428113205092295) | > loss_disc_real_1: 0.23982691764831543 (0.19649652498109) | > loss_disc_real_2: 0.24980908632278442 (0.22337438804762705) | > loss_disc_real_3: 0.23911139369010925 (0.2556646892002651) | > loss_disc_real_4: 0.2008914053440094 (0.22727549714701517) | > loss_disc_real_5: 0.19741754233837128 (0.22936675591128214) | > loss_0: 2.33266544342041 (2.4498023646218434) | > loss_gen: 2.6157374382019043 (2.3679258823394775) | > loss_kl: 4.768076419830322 (3.571565559932164) | > loss_feat: 6.887843132019043 (6.219391277858189) | > loss_mel: 16.54374122619629 (17.586663518633163) | > loss_duration: 2.6187236309051514 (2.3940792424338206) | > loss_1: 33.43412399291992 (32.13962609427316)  --> STEP: 8 | > loss_disc: 2.676440715789795 (2.4781321585178375) | > loss_disc_real_0: 0.30191177129745483 (0.19898496195673943) | > loss_disc_real_1: 0.20040954649448395 (0.19698565267026424) | > loss_disc_real_2: 0.22830408811569214 (0.22399060055613518) | > loss_disc_real_3: 0.28186139464378357 (0.2589392773807049) | > loss_disc_real_4: 0.26900920271873474 (0.2324922103434801) | > loss_disc_real_5: 0.25184735655784607 (0.23217683099210262) | > loss_0: 2.676440715789795 (2.4781321585178375) | > loss_gen: 2.346839189529419 (2.36529004573822) | > loss_kl: 3.170504331588745 (3.5214329063892365) | > loss_feat: 5.740175247192383 (6.159489274024963) | > loss_mel: 15.721667289733887 (17.353538990020752) | > loss_duration: 2.26735782623291 (2.3782390654087067) | > loss_1: 29.246543884277344 (31.777990818023685)  --> STEP: 9 | > loss_disc: 2.3860931396484375 (2.467905600865682) | > loss_disc_real_0: 0.20016856491565704 (0.19911647339661917) | > loss_disc_real_1: 0.12905532121658325 (0.1894378380642997) | > loss_disc_real_2: 0.29540759325027466 (0.2319258219665951) | > loss_disc_real_3: 0.23579244315624237 (0.25636740691132015) | > loss_disc_real_4: 0.22009097039699554 (0.23111429479387072) | > loss_disc_real_5: 0.30107614398002625 (0.239832310212983) | > loss_0: 2.3860931396484375 (2.467905600865682) | > loss_gen: 2.548771381378174 (2.385676860809326) | > loss_kl: 2.3131957054138184 (3.387184328503079) | > loss_feat: 7.077054977416992 (6.2614410188463) | > loss_mel: 17.9091854095459 (17.4152774810791) | > loss_duration: 2.192939281463623 (2.3576502005259194) | > loss_1: 32.04114532470703 (31.807230207655167)  --> STEP: 10 | > loss_disc: 2.343391180038452 (2.455454158782959) | > loss_disc_real_0: 0.08754019439220428 (0.18795884549617767) | > loss_disc_real_1: 0.17178139090538025 (0.18767219334840773) | > loss_disc_real_2: 0.28821560740470886 (0.2375548005104065) | > loss_disc_real_3: 0.21968558430671692 (0.2526992246508598) | > loss_disc_real_4: 0.2512521743774414 (0.2331280827522278) | > loss_disc_real_5: 0.2554529905319214 (0.24139437824487686) | > loss_0: 2.343391180038452 (2.455454158782959) | > loss_gen: 2.5384554862976074 (2.4009547233581543) | > loss_kl: 2.788163185119629 (3.327282214164734) | > loss_feat: 6.269200801849365 (6.262216997146607) | > loss_mel: 18.958158493041992 (17.56956558227539) | > loss_duration: 2.3739304542541504 (2.3592782258987426) | > loss_1: 32.92790985107422 (31.91929817199707)  --> STEP: 11 | > loss_disc: 2.2910187244415283 (2.440505482933738) | > loss_disc_real_0: 0.12054166197776794 (0.1818300106308677) | > loss_disc_real_1: 0.22555573284626007 (0.19111615148457614) | > loss_disc_real_2: 0.11880120635032654 (0.2267590192231265) | > loss_disc_real_3: 0.2586674690246582 (0.25324179232120514) | > loss_disc_real_4: 0.23543912172317505 (0.23333817720413208) | > loss_disc_real_5: 0.24105602502822876 (0.24136361886154523) | > loss_0: 2.2910187244415283 (2.440505482933738) | > loss_gen: 2.389890193939209 (2.3999488570473413) | > loss_kl: 3.4764933586120605 (3.3408468636599453) | > loss_feat: 6.274298667907715 (6.263315330852162) | > loss_mel: 16.84937858581543 (17.504094037142668) | > loss_duration: 2.517542839050293 (2.373665918003429) | > loss_1: 31.50760269165039 (31.88187131014737)  --> STEP: 12 | > loss_disc: 2.322345495223999 (2.4306588172912593) | > loss_disc_real_0: 0.17768865823745728 (0.18148489793141684) | > loss_disc_real_1: 0.1754133254289627 (0.18980758264660835) | > loss_disc_real_2: 0.1979934126138687 (0.22436188533902168) | > loss_disc_real_3: 0.1794634908437729 (0.24709360053141913) | > loss_disc_real_4: 0.21253645420074463 (0.23160470028718314) | > loss_disc_real_5: 0.20135042071342468 (0.23802918568253517) | > loss_0: 2.322345495223999 (2.4306588172912593) | > loss_gen: 2.290407419204712 (2.390820403893789) | > loss_kl: 2.3501029014587402 (3.258284866809845) | > loss_feat: 6.679035663604736 (6.297958691914876) | > loss_mel: 15.361814498901367 (17.325570742289226) | > loss_duration: 2.255263090133667 (2.3637990156809487) | > loss_1: 28.936622619628906 (31.636433919270832)  --> STEP: 13 | > loss_disc: 2.3984742164611816 (2.4281830787658687) | > loss_disc_real_0: 0.18537768721580505 (0.18178434326098517) | > loss_disc_real_1: 0.2242581695318222 (0.1924576277916248) | > loss_disc_real_2: 0.20695514976978302 (0.22302290567984948) | > loss_disc_real_3: 0.21172885596752167 (0.24437323556496546) | > loss_disc_real_4: 0.19169355928897858 (0.22853461251809046) | > loss_disc_real_5: 0.17945228517055511 (0.2335232702585367) | > loss_0: 2.3984742164611816 (2.4281830787658687) | > loss_gen: 2.2512333393096924 (2.3800829373873196) | > loss_kl: 3.7350575923919678 (3.294959691854624) | > loss_feat: 6.738568305969238 (6.331851739149827) | > loss_mel: 15.50483512878418 (17.18551415663499) | > loss_duration: 2.2614259719848633 (2.3559241661658654) | > loss_1: 30.49112319946289 (31.548333094670223)  --> STEP: 14 | > loss_disc: 2.5844972133636475 (2.439348374094281) | > loss_disc_real_0: 0.22355395555496216 (0.18476788699626923) | > loss_disc_real_1: 0.213870108127594 (0.19398709067276546) | > loss_disc_real_2: 0.27187207341194153 (0.22651213194642747) | > loss_disc_real_3: 0.25280994176864624 (0.24497585743665695) | > loss_disc_real_4: 0.19915778934955597 (0.2264362680060523) | > loss_disc_real_5: 0.1748279184103012 (0.22933074512651988) | > loss_0: 2.5844972133636475 (2.439348374094281) | > loss_gen: 2.2583789825439453 (2.37138979775565) | > loss_kl: 4.080535888671875 (3.35107227734157) | > loss_feat: 5.649162769317627 (6.28308824130467) | > loss_mel: 19.098064422607422 (17.322124889918737) | > loss_duration: 2.365438938140869 (2.3566037927355086) | > loss_1: 33.45158004760742 (31.68427930559431)  --> STEP: 15 | > loss_disc: 2.6541502475738525 (2.4536684989929194) | > loss_disc_real_0: 0.29252463579177856 (0.19195167024930318) | > loss_disc_real_1: 0.287138432264328 (0.20019718011220297) | > loss_disc_real_2: 0.20110107958316803 (0.22481806178887684) | > loss_disc_real_3: 0.2558233141899109 (0.2456990212202072) | > loss_disc_real_4: 0.22349651157855988 (0.22624028424421946) | > loss_disc_real_5: 0.21136118471622467 (0.2281327744325002) | > loss_0: 2.6541502475738525 (2.4536684989929194) | > loss_gen: 2.3237874507904053 (2.368216307957967) | > loss_kl: 3.3365120887756348 (3.350101598103841) | > loss_feat: 5.572465419769287 (6.235713386535645) | > loss_mel: 16.25592041015625 (17.251044591267902) | > loss_duration: 2.382833957672119 (2.358352470397949) | > loss_1: 29.871519088745117 (31.56342862447103)  --> STEP: 16 | > loss_disc: 2.782292366027832 (2.4742074906826015) | > loss_disc_real_0: 0.2385919988155365 (0.19486669078469276) | > loss_disc_real_1: 0.25735098123550415 (0.2037692926824093) | > loss_disc_real_2: 0.2550725042819977 (0.2267089644446969) | > loss_disc_real_3: 0.271356463432312 (0.24730261135846376) | > loss_disc_real_4: 0.24595311284065247 (0.22747233603149652) | > loss_disc_real_5: 0.25846531987190247 (0.23002855852246284) | > loss_0: 2.782292366027832 (2.4742074906826015) | > loss_gen: 2.114812135696411 (2.35237854719162) | > loss_kl: 2.844656229019165 (3.318511262536049) | > loss_feat: 5.298836708068848 (6.17715859413147) | > loss_mel: 15.294252395629883 (17.128745079040527) | > loss_duration: 2.4251346588134766 (2.3625263571739197) | > loss_1: 27.977691650390625 (31.339320063591003)  --> STEP: 17 | > loss_disc: 2.252318859100342 (2.4611552182365863) | > loss_disc_real_0: 0.1671607941389084 (0.19323693215847015) | > loss_disc_real_1: 0.16062399744987488 (0.20123133413931904) | > loss_disc_real_2: 0.2147068828344345 (0.22600295964409323) | > loss_disc_real_3: 0.2694292366504669 (0.248604177552111) | > loss_disc_real_4: 0.2413007616996765 (0.2282857728355071) | > loss_disc_real_5: 0.23716454207897186 (0.23044832226108103) | > loss_0: 2.252318859100342 (2.4611552182365863) | > loss_gen: 2.686126708984375 (2.3720107920029583) | > loss_kl: 2.677151918411255 (3.280784242293414) | > loss_feat: 7.7785773277282715 (6.271359696107752) | > loss_mel: 17.84800148010254 (17.171054279103) | > loss_duration: 2.3837027549743652 (2.3637720276327694) | > loss_1: 33.373558044433594 (31.458981121287625)  --> STEP: 18 | > loss_disc: 2.577939987182617 (2.46764326095581) | > loss_disc_real_0: 0.16551083326339722 (0.19169659333096611) | > loss_disc_real_1: 0.20242220163345337 (0.20129749344454873) | > loss_disc_real_2: 0.15018917620182037 (0.2217910827861892) | > loss_disc_real_3: 0.24079544842243195 (0.24817035926712883) | > loss_disc_real_4: 0.25949785113334656 (0.23001977718538708) | > loss_disc_real_5: 0.3302096724510193 (0.23599061949385536) | > loss_0: 2.577939987182617 (2.46764326095581) | > loss_gen: 2.3941597938537598 (2.3732412921057806) | > loss_kl: 3.1348283290863037 (3.2726755804485745) | > loss_feat: 10.009663581848145 (6.479043245315552) | > loss_mel: 18.10838508605957 (17.223128212822807) | > loss_duration: 2.2630879878997803 (2.3581784698698254) | > loss_1: 35.910125732421875 (31.706266933017307)  --> STEP: 19 | > loss_disc: 2.344029664993286 (2.4611372822209403) | > loss_disc_real_0: 0.21132412552833557 (0.19272962134135396) | > loss_disc_real_1: 0.20012742280960083 (0.20123591077955147) | > loss_disc_real_2: 0.22730861604213715 (0.22208147927334435) | > loss_disc_real_3: 0.2756437063217163 (0.2496163249015808) | > loss_disc_real_4: 0.21689347922801971 (0.22932891939815722) | > loss_disc_real_5: 0.20015345513820648 (0.2341044529488212) | > loss_0: 2.344029664993286 (2.4611372822209403) | > loss_gen: 2.4726059436798096 (2.378471010609677) | > loss_kl: 2.3151204586029053 (3.222277942456697) | > loss_feat: 6.173537731170654 (6.462964007728978) | > loss_mel: 17.43532371520996 (17.234296397158975) | > loss_duration: 2.325737714767456 (2.356471061706543) | > loss_1: 30.72232437133789 (31.6544804824026)  --> STEP: 20 | > loss_disc: 2.53739595413208 (2.4649502158164975) | > loss_disc_real_0: 0.17477986216545105 (0.19183213338255883) | > loss_disc_real_1: 0.16617192327976227 (0.19948271140456203) | > loss_disc_real_2: 0.28242745995521545 (0.2250987783074379) | > loss_disc_real_3: 0.24707148969173431 (0.24948908314108847) | > loss_disc_real_4: 0.26609766483306885 (0.2311673566699028) | > loss_disc_real_5: 0.2574438452720642 (0.23527142256498337) | > loss_0: 2.53739595413208 (2.4649502158164975) | > loss_gen: 2.269874334335327 (2.3730411767959594) | > loss_kl: 2.266892433166504 (3.1745086669921876) | > loss_feat: 6.045138835906982 (6.442072749137878) | > loss_mel: 17.447628021240234 (17.244962978363038) | > loss_duration: 2.30867338180542 (2.3540811777114867) | > loss_1: 30.338207244873047 (31.58866682052612)  --> STEP: 21 | > loss_disc: 2.2830166816711426 (2.456286714190528) | > loss_disc_real_0: 0.17662054300308228 (0.19110777193591708) | > loss_disc_real_1: 0.2306877225637436 (0.20096866431690402) | > loss_disc_real_2: 0.19009628891944885 (0.22343199309848605) | > loss_disc_real_3: 0.27570652961730957 (0.2507375329732895) | > loss_disc_real_4: 0.22325095534324646 (0.23079038517815725) | > loss_disc_real_5: 0.2671813666820526 (0.23679094371341525) | > loss_0: 2.2830166816711426 (2.456286714190528) | > loss_gen: 2.74821400642395 (2.3909065496353876) | > loss_kl: 3.269394636154175 (3.1790270464760915) | > loss_feat: 5.702952861785889 (6.406876564025879) | > loss_mel: 14.504537582397461 (17.114466530936106) | > loss_duration: 2.1581077575683594 (2.3447491100856235) | > loss_1: 28.383207321166992 (31.436025891985214)  --> STEP: 22 | > loss_disc: 2.603534698486328 (2.462979804385792) | > loss_disc_real_0: 0.17347827553749084 (0.19030643119053406) | > loss_disc_real_1: 0.26924970746040344 (0.204072348096154) | > loss_disc_real_2: 0.22429236769676208 (0.2234711010347713) | > loss_disc_real_3: 0.2506670355796814 (0.2507343285463073) | > loss_disc_real_4: 0.25671103596687317 (0.23196859657764435) | > loss_disc_real_5: 0.31738439202308655 (0.24045428227294574) | > loss_0: 2.603534698486328 (2.462979804385792) | > loss_gen: 2.620384693145752 (2.4013373743404043) | > loss_kl: 2.4550137519836426 (3.1461173512718896) | > loss_feat: 7.186176300048828 (6.442299279299649) | > loss_mel: 19.751680374145508 (17.234339887445625) | > loss_duration: 2.189300775527954 (2.3376832766966387) | > loss_1: 34.20255661010742 (31.561777288263496)  --> STEP: 23 | > loss_disc: 2.66742205619812 (2.47186859794285) | > loss_disc_real_0: 0.31158310174942017 (0.19557932991048563) | > loss_disc_real_1: 0.26596274971961975 (0.2067632351232612) | > loss_disc_real_2: 0.2544442117214203 (0.22481775802114737) | > loss_disc_real_3: 0.2627779245376587 (0.25125796315462695) | > loss_disc_real_4: 0.2231748104095459 (0.2315862580485966) | > loss_disc_real_5: 0.20470015704631805 (0.23889975508917932) | > loss_0: 2.66742205619812 (2.47186859794285) | > loss_gen: 2.603764772415161 (2.410138565561046) | > loss_kl: 2.857006788253784 (3.1335473267928413) | > loss_feat: 4.55927848815918 (6.360428810119629) | > loss_mel: 15.841816902160645 (17.17379540982454) | > loss_duration: 2.277205228805542 (2.3350537963535474) | > loss_1: 28.13907241821289 (31.412964033043902)  --> STEP: 24 | > loss_disc: 2.4084057807922363 (2.469224313894908) | > loss_disc_real_0: 0.17421302199363708 (0.19468906708061695) | > loss_disc_real_1: 0.19044548273086548 (0.20608332877357805) | > loss_disc_real_2: 0.21432043612003326 (0.22438036960860094) | > loss_disc_real_3: 0.20506036281585693 (0.24933306314051154) | > loss_disc_real_4: 0.20445866882801056 (0.23045594183107218) | > loss_disc_real_5: 0.26195451617240906 (0.2398603701343139) | > loss_0: 2.4084057807922363 (2.469224313894908) | > loss_gen: 2.527385711669922 (2.4150238633155823) | > loss_kl: 2.6851584911346436 (3.1148644586404166) | > loss_feat: 7.482288837432861 (6.407172977924347) | > loss_mel: 18.335453033447266 (17.22219781080882) | > loss_duration: 2.4300365447998047 (2.3390114108721414) | > loss_1: 33.46031951904297 (31.498270511627197)  --> STEP: 25 | > loss_disc: 2.276154041290283 (2.461501502990723) | > loss_disc_real_0: 0.14718888700008392 (0.19278905987739564) | > loss_disc_real_1: 0.15803444385528564 (0.20416137337684634) | > loss_disc_real_2: 0.19917549192905426 (0.22337217450141908) | > loss_disc_real_3: 0.2667354643344879 (0.2500291591882706) | > loss_disc_real_4: 0.17018547654151917 (0.22804512321949005) | > loss_disc_real_5: 0.17179502546787262 (0.23713775634765624) | > loss_0: 2.276154041290283 (2.461501502990723) | > loss_gen: 2.583221435546875 (2.421751766204834) | > loss_kl: 2.830047607421875 (3.1034717845916746) | > loss_feat: 7.5523176193237305 (6.452978763580322) | > loss_mel: 15.453253746032715 (17.151440048217772) | > loss_duration: 2.4241464138031006 (2.3424168109893797) | > loss_1: 30.842987060546875 (31.472059173583986)  --> STEP: 26 | > loss_disc: 2.6996026039123535 (2.470659237641555) | > loss_disc_real_0: 0.08046364784240723 (0.18846885172220376) | > loss_disc_real_1: 0.4169978201389313 (0.21234739056000346) | > loss_disc_real_2: 0.09238976240158081 (0.21833438942065606) | > loss_disc_real_3: 0.19207563996315002 (0.24780017767961215) | > loss_disc_real_4: 0.1493302881717682 (0.22501762956380844) | > loss_disc_real_5: 0.11991836875677109 (0.23262931836339143) | > loss_0: 2.6996026039123535 (2.470659237641555) | > loss_gen: 1.849804401397705 (2.399753790635329) | > loss_kl: 2.0886027812957764 (3.064438361387986) | > loss_feat: 13.81523609161377 (6.736142506966224) | > loss_mel: 21.7056827545166 (17.326603229229264) | > loss_duration: 2.3203697204589844 (2.34156884596898) | > loss_1: 41.779693603515625 (31.86850665165828) --> EVAL PERFORMANCE | > avg_loader_time: 0.002561523364140438 (+0.00015532970428466797) | > avg_loss_disc: 2.470659237641555 (+0.07388081000401536) | > avg_loss_disc_real_0: 0.18846885172220376 (+0.023171044026429832) | > avg_loss_disc_real_1: 0.21234739056000346 (+0.030546723076930432) | > avg_loss_disc_real_2: 0.21833438942065606 (+0.009462793572590888) | > avg_loss_disc_real_3: 0.24780017767961215 (+0.028420467216235007) | > avg_loss_disc_real_4: 0.22501762956380844 (-0.020018690480635704) | > avg_loss_disc_real_5: 0.23262931836339143 (+0.013325020957451583) | > avg_loss_0: 2.470659237641555 (+0.07388081000401536) | > avg_loss_gen: 2.399753790635329 (+0.01943031641153148) | > avg_loss_kl: 3.064438361387986 (+0.014471806012666732) | > avg_loss_feat: 6.736142506966224 (-0.1888539240910463) | > avg_loss_mel: 17.326603229229264 (-0.1438976801358791) | > avg_loss_duration: 2.34156884596898 (-0.02732633627378034) | > avg_loss_1: 31.86850665165828 (-0.32617546961857613)  > EPOCH: 848/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:47:48)   --> TIME: 2024-06-12 04:47:53 -- STEP: 9/330 -- GLOBAL_STEP: 367850 | > loss_disc: 2.333953380584717 (2.3302999337514243) | > loss_disc_real_0: 0.09877245873212814 (0.102409727871418) | > loss_disc_real_1: 0.1979750096797943 (0.19369938804043663) | > loss_disc_real_2: 0.2236274927854538 (0.2087997876935535) | > loss_disc_real_3: 0.23002879321575165 (0.22854334281550515) | > loss_disc_real_4: 0.24957884848117828 (0.23328042527039847) | > loss_disc_real_5: 0.23837584257125854 (0.21834230422973633) | > loss_0: 2.333953380584717 (2.3302999337514243) | > grad_norm_0: tensor(6.2719, device='cuda:0') (tensor(6.8698, device='cuda:0')) | > loss_gen: 2.5898277759552 (2.464100572797987) | > loss_kl: 1.9315290451049805 (2.0138564772076077) | > loss_feat: 6.419312477111816 (6.758277681138781) | > loss_mel: 17.852197647094727 (17.73499976264106) | > loss_duration: 2.0263473987579346 (2.0965870751274958) | > loss_1: 30.819215774536133 (31.067821502685547) | > grad_norm_1: tensor(49.2722, device='cuda:0') (tensor(84.8576, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3737 (0.3761378394232856) | > loader_time: 0.0036 (0.003378709157307943)  --> TIME: 2024-06-12 04:48:02 -- STEP: 34/330 -- GLOBAL_STEP: 367875 | > loss_disc: 2.3138933181762695 (2.334725674460916) | > loss_disc_real_0: 0.1304403841495514 (0.10227005359004526) | > loss_disc_real_1: 0.1409786343574524 (0.19683855859672322) | > loss_disc_real_2: 0.18509982526302338 (0.20788257306112962) | > loss_disc_real_3: 0.22894719243049622 (0.22692989119712045) | > loss_disc_real_4: 0.23655326664447784 (0.23287645026164897) | > loss_disc_real_5: 0.21829481422901154 (0.221808320897467) | > loss_0: 2.3138933181762695 (2.334725674460916) | > grad_norm_0: tensor(12.8380, device='cuda:0') (tensor(7.8555, device='cuda:0')) | > loss_gen: 2.384305715560913 (2.5028497050790226) | > loss_kl: 2.0255191326141357 (1.9474061552216024) | > loss_feat: 7.624753952026367 (7.041899610968197) | > loss_mel: 17.829660415649414 (17.490100187413834) | > loss_duration: 1.9836950302124023 (2.002708000295303) | > loss_1: 31.84793472290039 (30.98496364144718) | > grad_norm_1: tensor(131.3747, device='cuda:0') (tensor(80.4033, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3539 (0.36468202927533316) | > loader_time: 0.0045 (0.0033525719362146713)  --> TIME: 2024-06-12 04:48:11 -- STEP: 59/330 -- GLOBAL_STEP: 367900 | > loss_disc: 2.4156370162963867 (2.3428254652831506) | > loss_disc_real_0: 0.14077812433242798 (0.10770963410199699) | > loss_disc_real_1: 0.19711723923683167 (0.1956721824609627) | > loss_disc_real_2: 0.21842871606349945 (0.2066651529679864) | > loss_disc_real_3: 0.24811355769634247 (0.22641904349044217) | > loss_disc_real_4: 0.2359907329082489 (0.23204781569666783) | > loss_disc_real_5: 0.22537025809288025 (0.22205332679263615) | > loss_0: 2.4156370162963867 (2.3428254652831506) | > grad_norm_0: tensor(30.8301, device='cuda:0') (tensor(10.5756, device='cuda:0')) | > loss_gen: 2.3359436988830566 (2.491695775824078) | > loss_kl: 1.964808702468872 (1.9712863918078147) | > loss_feat: 6.80985164642334 (7.012377415673208) | > loss_mel: 16.478160858154297 (17.324823541156317) | > loss_duration: 1.9427359104156494 (1.9863439576100497) | > loss_1: 29.5314998626709 (30.786527116419904) | > grad_norm_1: tensor(361.1684, device='cuda:0') (tensor(124.9366, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3602 (0.36551496942164535) | > loader_time: 0.0041 (0.0034689822439420022)  --> TIME: 2024-06-12 04:48:21 -- STEP: 84/330 -- GLOBAL_STEP: 367925 | > loss_disc: 2.2899763584136963 (2.353576135067712) | > loss_disc_real_0: 0.11246027052402496 (0.10847043574211143) | > loss_disc_real_1: 0.16895036399364471 (0.1950454025396279) | > loss_disc_real_2: 0.20944349467754364 (0.20938341656611079) | > loss_disc_real_3: 0.2127821147441864 (0.22783685706201054) | > loss_disc_real_4: 0.23790854215621948 (0.23361336883334888) | > loss_disc_real_5: 0.23471388220787048 (0.22449121482315526) | > loss_0: 2.2899763584136963 (2.353576135067712) | > grad_norm_0: tensor(9.5558, device='cuda:0') (tensor(11.1672, device='cuda:0')) | > loss_gen: 2.5041255950927734 (2.4846108868008563) | > loss_kl: 1.803510069847107 (1.9693238919689542) | > loss_feat: 6.794599533081055 (7.009673867906843) | > loss_mel: 17.27215003967285 (17.306436811174667) | > loss_duration: 2.0498905181884766 (1.9815462401935033) | > loss_1: 30.424274444580078 (30.75159161431449) | > grad_norm_1: tensor(88.5557, device='cuda:0') (tensor(133.8043, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3589 (0.36707670915694457) | > loader_time: 0.0038 (0.0035634239514668784)  --> TIME: 2024-06-12 04:48:30 -- STEP: 109/330 -- GLOBAL_STEP: 367950 | > loss_disc: 2.366866111755371 (2.358042290451329) | > loss_disc_real_0: 0.15604591369628906 (0.11020040751323787) | > loss_disc_real_1: 0.21031051874160767 (0.19445407568314754) | > loss_disc_real_2: 0.24146753549575806 (0.21051580356348545) | > loss_disc_real_3: 0.23733767867088318 (0.2288407438665355) | > loss_disc_real_4: 0.22178204357624054 (0.23277621586388403) | > loss_disc_real_5: 0.20880313217639923 (0.22432886187089698) | > loss_0: 2.366866111755371 (2.358042290451329) | > grad_norm_0: tensor(9.1484, device='cuda:0') (tensor(10.4988, device='cuda:0')) | > loss_gen: 2.4721336364746094 (2.4779157507310217) | > loss_kl: 2.134124994277954 (1.9724010688449265) | > loss_feat: 6.7673659324646 (6.995613898705999) | > loss_mel: 16.974008560180664 (17.232854195691036) | > loss_duration: 1.9242515563964844 (1.9843129739848846) | > loss_1: 30.27188491821289 (30.66309783655569) | > grad_norm_1: tensor(47.9029, device='cuda:0') (tensor(123.6686, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3648 (0.37049576995569633) | > loader_time: 0.0035 (0.0036117352476907434)  --> TIME: 2024-06-12 04:48:40 -- STEP: 134/330 -- GLOBAL_STEP: 367975 | > loss_disc: 2.3529670238494873 (2.353322505950927) | > loss_disc_real_0: 0.1036873459815979 (0.11005520703854846) | > loss_disc_real_1: 0.18432506918907166 (0.19425811262717887) | > loss_disc_real_2: 0.2499847561120987 (0.210883785762004) | > loss_disc_real_3: 0.21560606360435486 (0.2284069255884014) | > loss_disc_real_4: 0.2035095989704132 (0.23175335519794207) | > loss_disc_real_5: 0.21221789717674255 (0.22379621196149005) | > loss_0: 2.3529670238494873 (2.353322505950927) | > grad_norm_0: tensor(9.1738, device='cuda:0') (tensor(10.1240, device='cuda:0')) | > loss_gen: 2.3778798580169678 (2.477220118935428) | > loss_kl: 1.8776121139526367 (1.9756171374178644) | > loss_feat: 6.967677593231201 (7.004674605469205) | > loss_mel: 16.921588897705078 (17.253115397780697) | > loss_duration: 1.991366982460022 (1.9885337317167824) | > loss_1: 30.136125564575195 (30.69916094594927) | > grad_norm_1: tensor(83.5167, device='cuda:0') (tensor(118.0981, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3771 (0.37186992880123765) | > loader_time: 0.0039 (0.0036966978614010027)  --> TIME: 2024-06-12 04:48:50 -- STEP: 159/330 -- GLOBAL_STEP: 368000 | > loss_disc: 2.2814760208129883 (2.360346981564408) | > loss_disc_real_0: 0.08590000122785568 (0.11210528648686859) | > loss_disc_real_1: 0.19218957424163818 (0.19462580744575406) | > loss_disc_real_2: 0.2350481152534485 (0.21083765968961535) | > loss_disc_real_3: 0.24453087151050568 (0.22836476292625163) | > loss_disc_real_4: 0.2475055456161499 (0.23235663874719129) | > loss_disc_real_5: 0.22370830178260803 (0.22397875757712246) | > loss_0: 2.2814760208129883 (2.360346981564408) | > grad_norm_0: tensor(18.6567, device='cuda:0') (tensor(11.1190, device='cuda:0')) | > loss_gen: 2.6730353832244873 (2.4728789179580004) | > loss_kl: 2.0128674507141113 (1.9843794947150368) | > loss_feat: 7.378495216369629 (6.97943909962972) | > loss_mel: 16.87617301940918 (17.23240925530969) | > loss_duration: 2.0154478549957275 (1.9928056181601759) | > loss_1: 30.956018447875977 (30.661912354283363) | > grad_norm_1: tensor(423.7149, device='cuda:0') (tensor(129.1095, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3822 (0.37306575355289856) | > loader_time: 0.0043 (0.0037836488687767174) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_368000.pth  --> TIME: 2024-06-12 04:49:04 -- STEP: 184/330 -- GLOBAL_STEP: 368025 | > loss_disc: 2.2736551761627197 (2.3611109619555264) | > loss_disc_real_0: 0.12877555191516876 (0.11323205191318107) | > loss_disc_real_1: 0.21344582736492157 (0.1948200272315223) | > loss_disc_real_2: 0.20415104925632477 (0.21062630884673283) | > loss_disc_real_3: 0.22474366426467896 (0.22951734487129294) | > loss_disc_real_4: 0.18382233381271362 (0.23181254683953265) | > loss_disc_real_5: 0.1823878139257431 (0.22352654997097418) | > loss_0: 2.2736551761627197 (2.3611109619555264) | > grad_norm_0: tensor(7.8148, device='cuda:0') (tensor(13.6097, device='cuda:0')) | > loss_gen: 2.5937318801879883 (2.4830659835234927) | > loss_kl: 2.0230209827423096 (1.9911778199931849) | > loss_feat: 7.384763717651367 (6.99945911117222) | > loss_mel: 16.88141632080078 (17.213939925898696) | > loss_duration: 2.0444271564483643 (2.000468104429867) | > loss_1: 30.927358627319336 (30.68811091132786) | > grad_norm_1: tensor(464.1191, device='cuda:0') (tensor(160.6419, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.3838 (0.3763737121353977) | > loader_time: 0.005 (0.0039101813150488815)  --> TIME: 2024-06-12 04:49:14 -- STEP: 209/330 -- GLOBAL_STEP: 368050 | > loss_disc: 2.4031858444213867 (2.3581439057035323) | > loss_disc_real_0: 0.09913702309131622 (0.11423147601659218) | > loss_disc_real_1: 0.20778313279151917 (0.19492457586042056) | > loss_disc_real_2: 0.25608351826667786 (0.21081387711483895) | > loss_disc_real_3: 0.26011359691619873 (0.22931326505099758) | > loss_disc_real_4: 0.2407018095254898 (0.23158295516762437) | > loss_disc_real_5: 0.2108614593744278 (0.22240823236378762) | > loss_0: 2.4031858444213867 (2.3581439057035323) | > grad_norm_0: tensor(58.2600, device='cuda:0') (tensor(15.9131, device='cuda:0')) | > loss_gen: 2.4594671726226807 (2.497298581748488) | > loss_kl: 1.9494655132293701 (1.996734348780801) | > loss_feat: 6.831284999847412 (7.040599063252718) | > loss_mel: 16.39275360107422 (17.17468354348362) | > loss_duration: 2.1037063598632812 (2.0089350955908376) | > loss_1: 29.736677169799805 (30.718250603196722) | > grad_norm_1: tensor(488.3597, device='cuda:0') (tensor(188.0287, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.4114 (0.37881845378419415) | > loader_time: 0.0049 (0.004027261688378439)  --> TIME: 2024-06-12 04:49:25 -- STEP: 234/330 -- GLOBAL_STEP: 368075 | > loss_disc: 2.327763080596924 (2.3600817185181846) | > loss_disc_real_0: 0.09126394987106323 (0.11632521246742998) | > loss_disc_real_1: 0.16187047958374023 (0.1948086174889508) | > loss_disc_real_2: 0.1631331741809845 (0.21079039828390136) | > loss_disc_real_3: 0.2265881448984146 (0.22917936162816155) | > loss_disc_real_4: 0.22606082260608673 (0.230863894853327) | > loss_disc_real_5: 0.19700071215629578 (0.2216760828836352) | > loss_0: 2.327763080596924 (2.3600817185181846) | > grad_norm_0: tensor(14.0296, device='cuda:0') (tensor(17.9419, device='cuda:0')) | > loss_gen: 2.460711717605591 (2.4980364905463324) | > loss_kl: 1.974867820739746 (2.002976126141018) | > loss_feat: 6.684672832489014 (7.041484196980794) | > loss_mel: 16.991727828979492 (17.135422115651984) | > loss_duration: 2.0780656337738037 (2.017826833276666) | > loss_1: 30.190046310424805 (30.695745712671524) | > grad_norm_1: tensor(122.5668, device='cuda:0') (tensor(212.3016, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.4237 (0.3825334544874663) | > loader_time: 0.0054 (0.004172575779450245)  --> TIME: 2024-06-12 04:49:36 -- STEP: 259/330 -- GLOBAL_STEP: 368100 | > loss_disc: 2.3881704807281494 (2.363043080885899) | > loss_disc_real_0: 0.15633168816566467 (0.11728785707683637) | > loss_disc_real_1: 0.1958446055650711 (0.19539015535912463) | > loss_disc_real_2: 0.2099428027868271 (0.21123500576810947) | > loss_disc_real_3: 0.23344916105270386 (0.2295537353367419) | > loss_disc_real_4: 0.23316916823387146 (0.23116389849011043) | > loss_disc_real_5: 0.22863605618476868 (0.2221438704655438) | > loss_0: 2.3881704807281494 (2.363043080885899) | > grad_norm_0: tensor(22.3953, device='cuda:0') (tensor(18.2953, device='cuda:0')) | > loss_gen: 2.4566659927368164 (2.4941775485815687) | > loss_kl: 2.1120758056640625 (2.009161705676193) | > loss_feat: 6.687747001647949 (7.036261564055925) | > loss_mel: 17.008092880249023 (17.09912959212963) | > loss_duration: 2.136875629425049 (2.0256575065229847) | > loss_1: 30.40145492553711 (30.664387868638205) | > grad_norm_1: tensor(231.4823, device='cuda:0') (tensor(219.3148, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.4201 (0.38676784489605864) | > loader_time: 0.0069 (0.0043172274777327725)  --> TIME: 2024-06-12 04:49:47 -- STEP: 284/330 -- GLOBAL_STEP: 368125 | > loss_disc: 2.492432117462158 (2.365071805430131) | > loss_disc_real_0: 0.10745812952518463 (0.11797422857981332) | > loss_disc_real_1: 0.25907808542251587 (0.19584112819021862) | > loss_disc_real_2: 0.18116697669029236 (0.21127484786048742) | > loss_disc_real_3: 0.22162610292434692 (0.22929248780431882) | > loss_disc_real_4: 0.22790800034999847 (0.23095699604338324) | > loss_disc_real_5: 0.20963619649410248 (0.22232377408465875) | > loss_0: 2.492432117462158 (2.365071805430131) | > grad_norm_0: tensor(12.2194, device='cuda:0') (tensor(18.0225, device='cuda:0')) | > loss_gen: 2.365731716156006 (2.487848332230474) | > loss_kl: 1.9367005825042725 (2.0145527233540172) | > loss_feat: 6.846247673034668 (7.021467806587757) | > loss_mel: 16.78753089904785 (17.04976982130132) | > loss_duration: 2.1565065383911133 (2.035688456515191) | > loss_1: 30.09272003173828 (30.609327101371658) | > grad_norm_1: tensor(85.1803, device='cuda:0') (tensor(218.7516, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.4457 (0.3921327313906709) | > loader_time: 0.0062 (0.004465791541086116)  --> TIME: 2024-06-12 04:50:00 -- STEP: 309/330 -- GLOBAL_STEP: 368150 | > loss_disc: 2.4346930980682373 (2.3720491086780857) | > loss_disc_real_0: 0.13185492157936096 (0.11921801758043975) | > loss_disc_real_1: 0.1958826184272766 (0.19763017419279585) | > loss_disc_real_2: 0.21340085566043854 (0.21167605387161464) | > loss_disc_real_3: 0.2400743067264557 (0.2294284400912936) | > loss_disc_real_4: 0.21576876938343048 (0.2312564624648264) | > loss_disc_real_5: 0.23274852335453033 (0.22268683740622022) | > loss_0: 2.4346930980682373 (2.3720491086780857) | > grad_norm_0: tensor(20.9485, device='cuda:0') (tensor(17.5815, device='cuda:0')) | > loss_gen: 2.398211717605591 (2.4786519194112246) | > loss_kl: 2.1843442916870117 (2.0206089505871523) | > loss_feat: 6.858000755310059 (7.004090957271242) | > loss_mel: 15.807554244995117 (17.00375941501853) | > loss_duration: 2.2232275009155273 (2.047752064794398) | > loss_1: 29.47134017944336 (30.554863284706684) | > grad_norm_1: tensor(236.8230, device='cuda:0') (tensor(211.8980, device='cuda:0')) | > current_lr_0: 0.0001798837377821474 | > current_lr_1: 0.0001798837377821474 | > step_time: 0.505 (0.39925631967563036) | > loader_time: 0.0067 (0.004639266764076012)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4526307582855225 (2.4526307582855225) | > loss_disc_real_0: 0.22106462717056274 (0.22106462717056274) | > loss_disc_real_1: 0.20352603495121002 (0.20352603495121002) | > loss_disc_real_2: 0.23063622415065765 (0.23063622415065765) | > loss_disc_real_3: 0.27279427647590637 (0.27279427647590637) | > loss_disc_real_4: 0.3164460062980652 (0.3164460062980652) | > loss_disc_real_5: 0.2914511263370514 (0.2914511263370514) | > loss_0: 2.4526307582855225 (2.4526307582855225) | > loss_gen: 2.6064436435699463 (2.6064436435699463) | > loss_kl: 2.594099760055542 (2.594099760055542) | > loss_feat: 5.827803134918213 (5.827803134918213) | > loss_mel: 15.033185005187988 (15.033185005187988) | > loss_duration: 3.0669822692871094 (3.0669822692871094) | > loss_1: 29.12851333618164 (29.12851333618164)  --> STEP: 1 | > loss_disc: 2.2643802165985107 (2.2643802165985107) | > loss_disc_real_0: 0.09770142287015915 (0.09770142287015915) | > loss_disc_real_1: 0.2715473771095276 (0.2715473771095276) | > loss_disc_real_2: 0.18535621464252472 (0.18535621464252472) | > loss_disc_real_3: 0.24138493835926056 (0.24138493835926056) | > loss_disc_real_4: 0.21763749420642853 (0.21763749420642853) | > loss_disc_real_5: 0.17014487087726593 (0.17014487087726593) | > loss_0: 2.2643802165985107 (2.2643802165985107) | > loss_gen: 2.490543842315674 (2.490543842315674) | > loss_kl: 3.6287527084350586 (3.6287527084350586) | > loss_feat: 6.328126907348633 (6.328126907348633) | > loss_mel: 17.29998207092285 (17.29998207092285) | > loss_duration: 2.5713725090026855 (2.5713725090026855) | > loss_1: 32.31877899169922 (32.31877899169922)  --> STEP: 2 | > loss_disc: 2.8539493083953857 (2.5591647624969482) | > loss_disc_real_0: 0.20552924275398254 (0.15161533281207085) | > loss_disc_real_1: 0.28941407799720764 (0.2804807275533676) | > loss_disc_real_2: 0.26515522599220276 (0.22525572031736374) | > loss_disc_real_3: 0.34908637404441833 (0.29523565620183945) | > loss_disc_real_4: 0.37355396151542664 (0.2955957278609276) | > loss_disc_real_5: 0.37550219893455505 (0.2728235349059105) | > loss_0: 2.8539493083953857 (2.5591647624969482) | > loss_gen: 2.68941068649292 (2.589977264404297) | > loss_kl: 3.241600275039673 (3.4351764917373657) | > loss_feat: 6.248915195465088 (6.28852105140686) | > loss_mel: 18.802967071533203 (18.051474571228027) | > loss_duration: 2.3774495124816895 (2.4744110107421875) | > loss_1: 33.36034393310547 (32.839561462402344)  --> STEP: 3 | > loss_disc: 2.3428828716278076 (2.4870707988739014) | > loss_disc_real_0: 0.06517907232046127 (0.12280324598153432) | > loss_disc_real_1: 0.15598341822624207 (0.23898162444432577) | > loss_disc_real_2: 0.204778790473938 (0.21843007703622183) | > loss_disc_real_3: 0.26251882314682007 (0.28433004518349964) | > loss_disc_real_4: 0.2574511170387268 (0.28288085758686066) | > loss_disc_real_5: 0.35204264521598816 (0.2992299050092697) | > loss_0: 2.3428828716278076 (2.4870707988739014) | > loss_gen: 2.6244449615478516 (2.601466496785482) | > loss_kl: 3.7534027099609375 (3.5412518978118896) | > loss_feat: 6.9116339683532715 (6.496225357055664) | > loss_mel: 17.655261993408203 (17.919403711954754) | > loss_duration: 2.3237662315368652 (2.4241960843404136) | > loss_1: 33.26850891113281 (32.9825439453125)  --> STEP: 4 | > loss_disc: 2.5962579250335693 (2.5143675804138184) | > loss_disc_real_0: 0.23148179054260254 (0.14997288212180138) | > loss_disc_real_1: 0.23309727013111115 (0.2375105358660221) | > loss_disc_real_2: 0.33040276169776917 (0.24642324820160866) | > loss_disc_real_3: 0.24837884306907654 (0.2753422446548939) | > loss_disc_real_4: 0.2127818912267685 (0.2653561159968376) | > loss_disc_real_5: 0.23809638619422913 (0.28394652530550957) | > loss_0: 2.5962579250335693 (2.5143675804138184) | > loss_gen: 2.450468063354492 (2.5637168884277344) | > loss_kl: 3.766585350036621 (3.5975852608680725) | > loss_feat: 5.834222793579102 (6.330724716186523) | > loss_mel: 13.802056312561035 (16.890066862106323) | > loss_duration: 2.4404137134552 (2.42825049161911) | > loss_1: 28.293746948242188 (31.810344696044922)  --> STEP: 5 | > loss_disc: 2.2207677364349365 (2.455647611618042) | > loss_disc_real_0: 0.15746191143989563 (0.15147068798542024) | > loss_disc_real_1: 0.17709451913833618 (0.2254273325204849) | > loss_disc_real_2: 0.19306261837482452 (0.23575112223625183) | > loss_disc_real_3: 0.2722410261631012 (0.2747220009565353) | > loss_disc_real_4: 0.2313762754201889 (0.2585601478815079) | > loss_disc_real_5: 0.19480793178081512 (0.2661188066005707) | > loss_0: 2.2207677364349365 (2.455647611618042) | > loss_gen: 2.6023430824279785 (2.571442127227783) | > loss_kl: 3.3147404193878174 (3.5410162925720217) | > loss_feat: 6.611515998840332 (6.386882972717285) | > loss_mel: 18.534832000732422 (17.219019889831543) | > loss_duration: 2.3403337001800537 (2.410667133331299) | > loss_1: 33.40376281738281 (32.1290283203125)  --> STEP: 6 | > loss_disc: 2.380349636077881 (2.443097949028015) | > loss_disc_real_0: 0.10319825261831284 (0.14342528209090233) | > loss_disc_real_1: 0.18769341707229614 (0.21913834661245346) | > loss_disc_real_2: 0.27302953600883484 (0.241964191198349) | > loss_disc_real_3: 0.2521992027759552 (0.270968201259772) | > loss_disc_real_4: 0.20482875406742096 (0.24960491557916006) | > loss_disc_real_5: 0.21993482112884521 (0.25842147568861645) | > loss_0: 2.380349636077881 (2.443097949028015) | > loss_gen: 2.4513790607452393 (2.5514316161473594) | > loss_kl: 2.709521770477295 (3.4024338722229004) | > loss_feat: 8.159940719604492 (6.682392597198486) | > loss_mel: 18.34197998046875 (17.406179904937744) | > loss_duration: 2.2575535774230957 (2.385148207346598) | > loss_1: 33.92037582397461 (32.427586237589516)  --> STEP: 7 | > loss_disc: 2.617413282394409 (2.4680001395089284) | > loss_disc_real_0: 0.21265466511249542 (0.1533151939511299) | > loss_disc_real_1: 0.2906852960586548 (0.22935933939048223) | > loss_disc_real_2: 0.23455119132995605 (0.24090519121715) | > loss_disc_real_3: 0.27849337458610535 (0.27204322602067676) | > loss_disc_real_4: 0.2452983409166336 (0.24898969062737056) | > loss_disc_real_5: 0.29453614354133606 (0.2635807139532907) | > loss_0: 2.617413282394409 (2.4680001395089284) | > loss_gen: 2.4276623725891113 (2.533750295639038) | > loss_kl: 4.894227504730225 (3.615547248295375) | > loss_feat: 5.515169143676758 (6.515646389552525) | > loss_mel: 16.18730926513672 (17.232055527823313) | > loss_duration: 2.4944510459899902 (2.4007628985813687) | > loss_1: 31.51881980895996 (32.29776246207101)  --> STEP: 8 | > loss_disc: 2.5013537406921387 (2.47216933965683) | > loss_disc_real_0: 0.2536395490169525 (0.16585573833435774) | > loss_disc_real_1: 0.19299231469631195 (0.22481346130371094) | > loss_disc_real_2: 0.21600347757339478 (0.2377924770116806) | > loss_disc_real_3: 0.278930127620697 (0.2729040887206793) | > loss_disc_real_4: 0.18751342594623566 (0.2413051575422287) | > loss_disc_real_5: 0.15602000057697296 (0.25013562478125095) | > loss_0: 2.5013537406921387 (2.47216933965683) | > loss_gen: 2.4471371173858643 (2.5229236483573914) | > loss_kl: 3.562197685241699 (3.6088785529136658) | > loss_feat: 9.265859603881836 (6.859423041343689) | > loss_mel: 18.81330680847168 (17.429711937904358) | > loss_duration: 2.271183967590332 (2.384565532207489) | > loss_1: 36.359683990478516 (32.80550265312195)  --> STEP: 9 | > loss_disc: 2.6061675548553467 (2.4870580302344427) | > loss_disc_real_0: 0.23184539377689362 (0.17318792227241728) | > loss_disc_real_1: 0.33721649646759033 (0.23730268743303087) | > loss_disc_real_2: 0.2482186257839203 (0.2389509379863739) | > loss_disc_real_3: 0.2601451575756073 (0.27148642970456016) | > loss_disc_real_4: 0.19600176811218262 (0.2362714476055569) | > loss_disc_real_5: 0.2635171711444855 (0.2516224632660548) | > loss_0: 2.6061675548553467 (2.4870580302344427) | > loss_gen: 2.5478034019470215 (2.525688065422906) | > loss_kl: 2.5669443607330322 (3.4931080871158176) | > loss_feat: 10.050536155700684 (7.213991165161133) | > loss_mel: 19.217037200927734 (17.628303633795845) | > loss_duration: 2.1230390071868896 (2.3555070294274225) | > loss_1: 36.5053596496582 (33.21659787495931)  --> STEP: 10 | > loss_disc: 2.771270513534546 (2.5154792785644533) | > loss_disc_real_0: 0.2953028380870819 (0.18539941385388375) | > loss_disc_real_1: 0.3194844722747803 (0.24552086591720582) | > loss_disc_real_2: 0.2840937077999115 (0.24346521496772766) | > loss_disc_real_3: 0.24110406637191772 (0.26844819337129594) | > loss_disc_real_4: 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(17.103890975316364) | > loss_duration: 2.2501914501190186 (2.3635658025741577) | > loss_1: 29.423364639282227 (32.09584331512451)  --> STEP: 13 | > loss_disc: 2.405216693878174 (2.4959126802591176) | > loss_disc_real_0: 0.16321703791618347 (0.17940113349602774) | > loss_disc_real_1: 0.2755615711212158 (0.24478741448659164) | > loss_disc_real_2: 0.2609626054763794 (0.2454672226539025) | > loss_disc_real_3: 0.21890594065189362 (0.2610092117236211) | > loss_disc_real_4: 0.19795021414756775 (0.23112714978364798) | > loss_disc_real_5: 0.19800299406051636 (0.248887164088396) | > loss_0: 2.405216693878174 (2.4959126802591176) | > loss_gen: 2.4670560359954834 (2.48347885792072) | > loss_kl: 3.5845232009887695 (3.420836540368887) | > loss_feat: 5.9006571769714355 (6.672059737719023) | > loss_mel: 14.325435638427734 (16.89016364170955) | > loss_duration: 2.2795403003692627 (2.3571023024045505) | > loss_1: 28.557212829589844 (31.82364097008338)  --> STEP: 14 | > loss_disc: 2.376718282699585 (2.487398794719151) | > loss_disc_real_0: 0.11868882179260254 (0.17506453980292594) | > loss_disc_real_1: 0.2750431001186371 (0.2469485348888806) | > loss_disc_real_2: 0.2101547122001648 (0.2429449004786355) | > loss_disc_real_3: 0.2329193502664566 (0.2590027930481094) | > loss_disc_real_4: 0.21628160774707794 (0.23006675392389297) | > loss_disc_real_5: 0.24757516384124756 (0.24879344978502824) | > loss_0: 2.376718282699585 (2.487398794719151) | > loss_gen: 2.363931179046631 (2.4749397380011424) | > loss_kl: 4.233466625213623 (3.4788815464292253) | > loss_feat: 6.316186904907227 (6.646640249661037) | > loss_mel: 18.36666488647461 (16.995628016335623) | > loss_duration: 2.435624122619629 (2.3627110038484846) | > loss_1: 33.71587371826172 (31.95880045209612)  --> STEP: 15 | > loss_disc: 2.5175487995147705 (2.4894087950388593) | > loss_disc_real_0: 0.17736922204494476 (0.1752181852857272) | > loss_disc_real_1: 0.24274952709674835 (0.24666860103607177) | > loss_disc_real_2: 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2.2878379821777344 (2.368279669019911) | > loss_1: 32.57515335083008 (31.941627926296658)  --> STEP: 19 | > loss_disc: 2.5182926654815674 (2.50051044162951) | > loss_disc_real_0: 0.17314156889915466 (0.18466908798405998) | > loss_disc_real_1: 0.26298102736473083 (0.2540227849232523) | > loss_disc_real_2: 0.24979835748672485 (0.24814664611690923) | > loss_disc_real_3: 0.27089354395866394 (0.25681209328927496) | > loss_disc_real_4: 0.2553480267524719 (0.22856929349271873) | > loss_disc_real_5: 0.2853059470653534 (0.26438687271193456) | > loss_0: 2.5182926654815674 (2.50051044162951) | > loss_gen: 2.482807159423828 (2.532491784346731) | > loss_kl: 2.3435332775115967 (3.3239823015112626) | > loss_feat: 4.8093485832214355 (6.665707425067299) | > loss_mel: 15.3578462600708 (16.810124096117523) | > loss_duration: 2.3642091751098633 (2.3680654324983297) | > loss_1: 27.357742309570312 (31.70037078857422)  --> STEP: 20 | > loss_disc: 2.585710048675537 (2.5047704219818114) | > loss_disc_real_0: 0.22959479689598083 (0.18691537342965603) | > loss_disc_real_1: 0.17868110537528992 (0.2502557009458542) | > loss_disc_real_2: 0.38483062386512756 (0.25498084500432017) | > loss_disc_real_3: 0.273384690284729 (0.2576407231390477) | > loss_disc_real_4: 0.18428966403007507 (0.22635531201958656) | > loss_disc_real_5: 0.1933361440896988 (0.26083433628082275) | > loss_0: 2.585710048675537 (2.5047704219818114) | > loss_gen: 2.437366008758545 (2.5277354955673217) | > loss_kl: 2.364057779312134 (3.275986075401306) | > loss_feat: 6.046870231628418 (6.634765565395355) | > loss_mel: 18.471229553222656 (16.893179368972778) | > loss_duration: 2.327645778656006 (2.366044449806213) | > loss_1: 31.64716911315918 (31.697710704803466)  --> STEP: 21 | > loss_disc: 2.7479145526885986 (2.51634871392023) | > loss_disc_real_0: 0.2187633216381073 (0.18843194239196323) | > loss_disc_real_1: 0.30130842328071594 (0.25268678296179997) | > loss_disc_real_2: 0.29395508766174316 (0.2568367613213403) | > loss_disc_real_3: 0.25788450241088867 (0.257652331675802) | > loss_disc_real_4: 0.21011148393154144 (0.22558179639634632) | > loss_disc_real_5: 0.2864561378955841 (0.26205442207200186) | > loss_0: 2.7479145526885986 (2.51634871392023) | > loss_gen: 2.2739999294281006 (2.5156528495606922) | > loss_kl: 3.0124382972717285 (3.2634361812046597) | > loss_feat: 3.804136276245117 (6.499973694483439) | > loss_mel: 12.136184692382812 (16.666655812944686) | > loss_duration: 2.0820200443267822 (2.3525194781167165) | > loss_1: 23.308778762817383 (31.29823775518508)  --> STEP: 22 | > loss_disc: 2.256817579269409 (2.5045518441633745) | > loss_disc_real_0: 0.1400620937347412 (0.18623331290754405) | > loss_disc_real_1: 0.23721598088741302 (0.2519835646856915) | > loss_disc_real_2: 0.16953560709953308 (0.2528685270385309) | > loss_disc_real_3: 0.1941680610179901 (0.2547666830095378) | > loss_disc_real_4: 0.24614538252353668 (0.22651650485667316) | > loss_disc_real_5: 0.2559414505958557 (0.26177655973217706) | > loss_0: 2.256817579269409 (2.5045518441633745) | > loss_gen: 2.5048880577087402 (2.515163540840149) | > loss_kl: 2.3132827281951904 (3.2202473878860474) | > loss_feat: 5.57935094833374 (6.458127206022089) | > loss_mel: 17.11009979248047 (16.68681235746904) | > loss_duration: 2.1852097511291504 (2.3449144905263726) | > loss_1: 29.69283103942871 (31.225264722650703)  --> STEP: 23 | > loss_disc: 2.3527672290802 (2.4979525130728018) | > loss_disc_real_0: 0.22120732069015503 (0.18775392194157062) | > loss_disc_real_1: 0.19492673873901367 (0.24950283312279245) | > loss_disc_real_2: 0.2595844268798828 (0.25316052268380707) | > loss_disc_real_3: 0.24824923276901245 (0.2544833156077759) | > loss_disc_real_4: 0.2288782298564911 (0.2266191885523174) | > loss_disc_real_5: 0.273588091135025 (0.2622901045757791) | > loss_0: 2.3527672290802 (2.4979525130728018) | > loss_gen: 2.5667061805725098 (2.5174045251763384) | > loss_kl: 2.9192090034484863 (3.2071587624757187) | > loss_feat: 4.865108013153076 (6.388865501984306) | > loss_mel: 14.156513214111328 (16.576799351236097) | > loss_duration: 2.3134002685546875 (2.3435443069623862) | > loss_1: 26.82093620300293 (31.03377217831819)  --> STEP: 24 | > loss_disc: 2.3832194805145264 (2.49317197004954) | > loss_disc_real_0: 0.11337520182132721 (0.18465480860322714) | > loss_disc_real_1: 0.22763346135616302 (0.2485916092991829) | > loss_disc_real_2: 0.23951898515224457 (0.25259212528665864) | > loss_disc_real_3: 0.2912467122077942 (0.2560151237994433) | > loss_disc_real_4: 0.2698945999145508 (0.22842233069241047) | > loss_disc_real_5: 0.3707880675792694 (0.2668108530342579) | > loss_0: 2.3832194805145264 (2.49317197004954) | > loss_gen: 2.788384437561035 (2.528695354859034) | > loss_kl: 2.784433364868164 (3.1895452042420707) | > loss_feat: 5.632737636566162 (6.35736017425855) | > loss_mel: 17.031930923461914 (16.595763166745506) | > loss_duration: 2.402146339416504 (2.345986058314641) | > loss_1: 30.639633178710938 (31.01734972000122)  --> STEP: 25 | > loss_disc: 2.891059398651123 (2.5090874671936034) | > loss_disc_real_0: 0.2573617398738861 (0.18756308585405349) | > loss_disc_real_1: 0.24384747445583344 (0.24840184390544892) | > loss_disc_real_2: 0.19438911974430084 (0.2502640050649643) | > loss_disc_real_3: 0.26302069425582886 (0.25629534661769876) | > loss_disc_real_4: 0.25318342447280884 (0.2294127744436264) | > loss_disc_real_5: 0.38775262236595154 (0.27164852380752563) | > loss_0: 2.891059398651123 (2.5090874671936034) | > loss_gen: 2.2153217792510986 (2.5161604118347167) | > loss_kl: 3.80576753616333 (3.214194097518921) | > loss_feat: 5.683606147766113 (6.330410013198852) | > loss_mel: 15.574479103088379 (16.55491180419922) | > loss_duration: 2.4483044147491455 (2.3500787925720212) | > loss_1: 29.727481842041016 (30.965755004882812)  --> STEP: 26 | > loss_disc: 2.9869117736816406 (2.5274653251354513) | > loss_disc_real_0: 0.36188310384750366 (0.19426770193072465) | > loss_disc_real_1: 0.29189032316207886 (0.2500744777230116) | > loss_disc_real_2: 0.2395884394645691 (0.24985340638802606) | > loss_disc_real_3: 0.2175040990114212 (0.25480337555591887) | > loss_disc_real_4: 0.2569810748100281 (0.230473093688488) | > loss_disc_real_5: 0.3337826132774353 (0.2740382964794452) | > loss_0: 2.9869117736816406 (2.5274653251354513) | > loss_gen: 2.0880515575408936 (2.49969468666957) | > loss_kl: 2.8030173778533936 (3.198379608301016) | > loss_feat: 4.104534149169922 (6.244799403043894) | > loss_mel: 10.186468124389648 (16.309971662668083) | > loss_duration: 2.2982094287872314 (2.3480838170418368) | > loss_1: 21.480281829833984 (30.600929113534782) --> EVAL PERFORMANCE | > avg_loader_time: 0.002476123663095327 (-8.539970104511074e-05) | > avg_loss_disc: 2.5274653251354513 (+0.056806087493896484) | > avg_loss_disc_real_0: 0.19426770193072465 (+0.005798850208520889) | > avg_loss_disc_real_1: 0.2500744777230116 (+0.037727087163008155) | > avg_loss_disc_real_2: 0.24985340638802606 (+0.03151901696737) | > avg_loss_disc_real_3: 0.25480337555591887 (+0.00700319787630671) | > avg_loss_disc_real_4: 0.230473093688488 (+0.005455464124679565) | > avg_loss_disc_real_5: 0.2740382964794452 (+0.04140897811605379) | > avg_loss_0: 2.5274653251354513 (+0.056806087493896484) | > avg_loss_gen: 2.49969468666957 (+0.09994089603424117) | > avg_loss_kl: 3.198379608301016 (+0.13394124691302967) | > avg_loss_feat: 6.244799403043894 (-0.49134310392232994) | > avg_loss_mel: 16.309971662668083 (-1.0166315665611805) | > avg_loss_duration: 2.3480838170418368 (+0.006514971072856923) | > avg_loss_1: 30.600929113534782 (-1.267577538123497)  > EPOCH: 849/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:50:30)   --> TIME: 2024-06-12 04:50:33 -- STEP: 4/330 -- GLOBAL_STEP: 368175 | > loss_disc: 2.3845720291137695 (2.3076339960098267) | > loss_disc_real_0: 0.12353800237178802 (0.09769260510802269) | > loss_disc_real_1: 0.19455306231975555 (0.18892831727862358) | > loss_disc_real_2: 0.2389594167470932 (0.2212955728173256) | > loss_disc_real_3: 0.2481267899274826 (0.24061617627739906) | > loss_disc_real_4: 0.24228481948375702 (0.22629832103848457) | > loss_disc_real_5: 0.2634757459163666 (0.24257908761501312) | > loss_0: 2.3845720291137695 (2.3076339960098267) | > grad_norm_0: tensor(4.6648, device='cuda:0') (tensor(4.2496, device='cuda:0')) | > loss_gen: 2.531327247619629 (2.568169593811035) | > loss_kl: 1.8892546892166138 (1.9650486707687378) | > loss_feat: 6.466627597808838 (6.860968351364136) | > loss_mel: 17.37879753112793 (17.82502269744873) | > loss_duration: 2.124091625213623 (2.1379184126853943) | > loss_1: 30.390098571777344 (31.35712766647339) | > grad_norm_1: tensor(51.6774, device='cuda:0') (tensor(45.3993, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.344 (0.3838622570037842) | > loader_time: 0.0032 (0.0029923319816589355)  --> TIME: 2024-06-12 04:50:42 -- STEP: 29/330 -- GLOBAL_STEP: 368200 | > loss_disc: 2.3161098957061768 (2.329168541678067) | > loss_disc_real_0: 0.10848065465688705 (0.10073653685635534) | > loss_disc_real_1: 0.20362301170825958 (0.19600801324022227) | > loss_disc_real_2: 0.24996529519557953 (0.20776355061037788) | > loss_disc_real_3: 0.22530554234981537 (0.22918580318319387) | > loss_disc_real_4: 0.21231672167778015 (0.23147465494172326) | > loss_disc_real_5: 0.21348726749420166 (0.22565847840802422) | > loss_0: 2.3161098957061768 (2.329168541678067) | > grad_norm_0: tensor(14.1806, device='cuda:0') (tensor(6.9381, device='cuda:0')) | > loss_gen: 2.6266040802001953 (2.495812547617945) | > loss_kl: 2.00781512260437 (1.9458599953815854) | > loss_feat: 7.061492919921875 (6.997984146249705) | > loss_mel: 17.69784164428711 (17.456483117465307) | > loss_duration: 1.9609363079071045 (2.004505510987907) | > loss_1: 31.354690551757812 (30.90064522315716) | > grad_norm_1: tensor(142.0167, device='cuda:0') (tensor(87.2015, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.3724 (0.3584322764955718) | > loader_time: 0.0035 (0.0032363431207064926)  --> TIME: 2024-06-12 04:50:51 -- STEP: 54/330 -- GLOBAL_STEP: 368225 | > loss_disc: 2.3369107246398926 (2.349391800385934) | > loss_disc_real_0: 0.0811869204044342 (0.10586753335815889) | > loss_disc_real_1: 0.21855807304382324 (0.19580456062599463) | > loss_disc_real_2: 0.20218613743782043 (0.20967352914589424) | > loss_disc_real_3: 0.22153443098068237 (0.2297643550016262) | > loss_disc_real_4: 0.24711163341999054 (0.2331378730358901) | > loss_disc_real_5: 0.24339716136455536 (0.22588459457512255) | > loss_0: 2.3369107246398926 (2.349391800385934) | > grad_norm_0: tensor(5.6774, device='cuda:0') (tensor(9.1668, device='cuda:0')) | > loss_gen: 2.3929622173309326 (2.483910834347761) | > loss_kl: 1.896729588508606 (1.9603485619580303) | > loss_feat: 7.376677513122559 (6.975792107758699) | > loss_mel: 17.497249603271484 (17.32946929225215) | > loss_duration: 1.9463220834732056 (1.988005997958007) | > loss_1: 31.109939575195312 (30.737526717009366) | > grad_norm_1: tensor(92.2661, device='cuda:0') (tensor(102.3680, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.3587 (0.36032828136726663) | > loader_time: 0.0034 (0.003344345975805212)  --> TIME: 2024-06-12 04:51:00 -- STEP: 79/330 -- GLOBAL_STEP: 368250 | > loss_disc: 2.378736972808838 (2.3512532982645165) | > loss_disc_real_0: 0.11432758718729019 (0.10641552639912956) | > loss_disc_real_1: 0.22290009260177612 (0.19554380770725543) | > loss_disc_real_2: 0.203745499253273 (0.20973714827736722) | > loss_disc_real_3: 0.26348426938056946 (0.2301403985747808) | > loss_disc_real_4: 0.24278387427330017 (0.23282892945446546) | > loss_disc_real_5: 0.21331018209457397 (0.22430553372147716) | > loss_0: 2.378736972808838 (2.3512532982645165) | > grad_norm_0: tensor(19.4773, device='cuda:0') (tensor(10.3006, device='cuda:0')) | > loss_gen: 2.751924514770508 (2.485886326319055) | > loss_kl: 1.8781028985977173 (1.9780509924586815) | > loss_feat: 7.759819030761719 (7.002808371676674) | > loss_mel: 17.109081268310547 (17.304980579810803) | > loss_duration: 1.9558966159820557 (1.982620599903638) | > loss_1: 31.454824447631836 (30.75434679924687) | > grad_norm_1: tensor(261.4149, device='cuda:0') (tensor(121.8864, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.3671 (0.3626491359517544) | > loader_time: 0.0037 (0.003489114061186585)  --> TIME: 2024-06-12 04:51:10 -- STEP: 104/330 -- GLOBAL_STEP: 368275 | > loss_disc: 2.281661033630371 (2.3557906150817876) | > loss_disc_real_0: 0.09529068320989609 (0.10909516908801518) | > loss_disc_real_1: 0.14935089647769928 (0.19592000128558051) | > loss_disc_real_2: 0.21260443329811096 (0.2104580903855654) | > loss_disc_real_3: 0.21544702351093292 (0.2296040212878814) | > loss_disc_real_4: 0.2164984941482544 (0.23244160370757946) | > loss_disc_real_5: 0.21957100927829742 (0.22395378207931152) | > loss_0: 2.281661033630371 (2.3557906150817876) | > grad_norm_0: tensor(15.1893, device='cuda:0') (tensor(10.8099, device='cuda:0')) | > loss_gen: 2.516345739364624 (2.4756039518576407) | > loss_kl: 1.9653905630111694 (1.9844233187345357) | > loss_feat: 7.05193567276001 (6.974661047642048) | > loss_mel: 17.537128448486328 (17.253527237818787) | > loss_duration: 2.0319876670837402 (1.9845547653161562) | > loss_1: 31.1027889251709 (30.672770261764526) | > grad_norm_1: tensor(273.4605, device='cuda:0') (tensor(131.5132, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.3574 (0.36349953137911284) | > loader_time: 0.004 (0.00355300995019766)  --> TIME: 2024-06-12 04:51:20 -- STEP: 129/330 -- GLOBAL_STEP: 368300 | > loss_disc: 2.412809133529663 (2.3602117586505513) | > loss_disc_real_0: 0.12353748083114624 (0.11099614774764971) | > loss_disc_real_1: 0.1761547178030014 (0.19562071145966997) | > loss_disc_real_2: 0.2374681532382965 (0.21034108864706616) | > loss_disc_real_3: 0.23402924835681915 (0.23004738420479057) | > loss_disc_real_4: 0.23598437011241913 (0.23252655103687167) | > loss_disc_real_5: 0.22416047751903534 (0.224233051256616) | > loss_0: 2.412809133529663 (2.3602117586505513) | > grad_norm_0: tensor(7.6350, device='cuda:0') (tensor(11.1348, device='cuda:0')) | > loss_gen: 2.5684332847595215 (2.4764044913210617) | > loss_kl: 1.9074090719223022 (1.9866913834283517) | > loss_feat: 7.402373313903809 (6.971763359483822) | > loss_mel: 17.399675369262695 (17.245131559150163) | > loss_duration: 1.9708021879196167 (1.9879904375519863) | > loss_1: 31.248693466186523 (30.667981184730234) | > grad_norm_1: tensor(51.9194, device='cuda:0') (tensor(137.0457, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.4024 (0.36801439847132955) | > loader_time: 0.0044 (0.0036892317986303522)  --> TIME: 2024-06-12 04:51:30 -- STEP: 154/330 -- GLOBAL_STEP: 368325 | > loss_disc: 2.2618329524993896 (2.360465532773502) | > loss_disc_real_0: 0.10852528363466263 (0.11205704558592339) | > loss_disc_real_1: 0.20287464559078217 (0.19610915323356534) | > loss_disc_real_2: 0.23479114472866058 (0.2094654981772621) | > loss_disc_real_3: 0.20352260768413544 (0.2297356744091232) | > loss_disc_real_4: 0.22409303486347198 (0.23332430741616658) | > loss_disc_real_5: 0.22380535304546356 (0.22456422138523746) | > loss_0: 2.2618329524993896 (2.360465532773502) | > grad_norm_0: tensor(8.3889, device='cuda:0') (tensor(11.6333, device='cuda:0')) | > loss_gen: 2.6631264686584473 (2.478301850232211) | > loss_kl: 1.978694200515747 (1.9919119005079393) | > loss_feat: 7.440554141998291 (6.9806832555052525) | > loss_mel: 17.467613220214844 (17.227739792365533) | > loss_duration: 2.0022101402282715 (1.9918973523300965) | > loss_1: 31.55219841003418 (30.67053410914037) | > grad_norm_1: tensor(107.5729, device='cuda:0') (tensor(145.5202, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.3935 (0.37255803021517664) | > loader_time: 0.0051 (0.0038260175036145495)  --> TIME: 2024-06-12 04:51:40 -- STEP: 179/330 -- GLOBAL_STEP: 368350 | > loss_disc: 2.4240317344665527 (2.3641523928615635) | > loss_disc_real_0: 0.1413320004940033 (0.11293720703717716) | > loss_disc_real_1: 0.1866174340248108 (0.19642882215577134) | > loss_disc_real_2: 0.1932474821805954 (0.21018528030904313) | > loss_disc_real_3: 0.2154656946659088 (0.22997087065401023) | > loss_disc_real_4: 0.22897474467754364 (0.23246692703755875) | > loss_disc_real_5: 0.20556709170341492 (0.22366636941552828) | > loss_0: 2.4240317344665527 (2.3641523928615635) | > grad_norm_0: tensor(12.3872, device='cuda:0') (tensor(12.8011, device='cuda:0')) | > loss_gen: 2.366206169128418 (2.4759375036761755) | > loss_kl: 2.0432002544403076 (1.996967440876881) | > loss_feat: 6.396928787231445 (6.964592291656153) | > loss_mel: 17.008544921875 (17.225082152382615) | > loss_duration: 2.0493826866149902 (1.9990486745727796) | > loss_1: 29.8642635345459 (30.6616280305319) | > grad_norm_1: tensor(88.8940, device='cuda:0') (tensor(163.1834, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.3993 (0.3769377929538322) | > loader_time: 0.0053 (0.003966676456302238)  --> TIME: 2024-06-12 04:51:50 -- STEP: 204/330 -- GLOBAL_STEP: 368375 | > loss_disc: 2.2716259956359863 (2.3678855031144384) | > loss_disc_real_0: 0.08479081094264984 (0.11409128891925018) | > loss_disc_real_1: 0.18203647434711456 (0.19635692092717866) | > loss_disc_real_2: 0.213730126619339 (0.21083408900920084) | > loss_disc_real_3: 0.23315469920635223 (0.23026579224011479) | > loss_disc_real_4: 0.2353324443101883 (0.23311866695682207) | > loss_disc_real_5: 0.22863346338272095 (0.22376475512397057) | > loss_0: 2.2716259956359863 (2.3678855031144384) | > grad_norm_0: tensor(15.7374, device='cuda:0') (tensor(13.9719, device='cuda:0')) | > loss_gen: 2.7258973121643066 (2.476123835526261) | > loss_kl: 2.11531138420105 (2.0086716039508) | > loss_feat: 7.369195461273193 (6.956637793896245) | > loss_mel: 17.764822006225586 (17.18468717500275) | > loss_duration: 2.0064334869384766 (2.007066438595454) | > loss_1: 31.981658935546875 (30.633186826518937) | > grad_norm_1: tensor(354.0997, device='cuda:0') (tensor(182.5714, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.4026 (0.3798614693622963) | > loader_time: 0.0053 (0.004082640012105305)  --> TIME: 2024-06-12 04:52:00 -- STEP: 229/330 -- GLOBAL_STEP: 368400 | > loss_disc: 2.404365301132202 (2.367386537868383) | > loss_disc_real_0: 0.12658178806304932 (0.11496512826092899) | > loss_disc_real_1: 0.19670478999614716 (0.1967026221049405) | > loss_disc_real_2: 0.19194118678569794 (0.21100989615292529) | > loss_disc_real_3: 0.2380237877368927 (0.23023203327666203) | > loss_disc_real_4: 0.2710309326648712 (0.2323840837030952) | > loss_disc_real_5: 0.2213786095380783 (0.222722817586499) | > loss_0: 2.404365301132202 (2.367386537868383) | > grad_norm_0: tensor(21.9292, device='cuda:0') (tensor(16.3715, device='cuda:0')) | > loss_gen: 2.675605058670044 (2.483305089858942) | > loss_kl: 2.027916669845581 (2.013845212074347) | > loss_feat: 6.905396938323975 (6.968297258735223) | > loss_mel: 17.537273406982422 (17.148678579705248) | > loss_duration: 2.1187620162963867 (2.0161488987993463) | > loss_1: 31.26495361328125 (30.630275010021492) | > grad_norm_1: tensor(137.2578, device='cuda:0') (tensor(203.0375, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.4068 (0.38194931958960654) | > loader_time: 0.0061 (0.004209585064883835)  --> TIME: 2024-06-12 04:52:11 -- STEP: 254/330 -- GLOBAL_STEP: 368425 | > loss_disc: 2.3630588054656982 (2.3708267671855414) | > loss_disc_real_0: 0.16653403639793396 (0.11661352487060968) | > loss_disc_real_1: 0.2274859994649887 (0.19742605019742113) | > loss_disc_real_2: 0.22358062863349915 (0.21108374363324772) | > loss_disc_real_3: 0.2520450949668884 (0.23056973282277116) | > loss_disc_real_4: 0.24196356534957886 (0.23252098719904743) | > loss_disc_real_5: 0.2529484033584595 (0.22248461795604135) | > loss_0: 2.3630588054656982 (2.3708267671855414) | > grad_norm_0: tensor(39.1852, device='cuda:0') (tensor(18.0817, device='cuda:0')) | > loss_gen: 2.5266354084014893 (2.4832030056029795) | > loss_kl: 2.021327257156372 (2.0163984312785894) | > loss_feat: 7.267151355743408 (6.9744191451335515) | > loss_mel: 16.33487319946289 (17.111558073148945) | > loss_duration: 2.054133176803589 (2.0240637143765854) | > loss_1: 30.204120635986328 (30.609642374233935) | > grad_norm_1: tensor(407.7931, device='cuda:0') (tensor(220.6241, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.4187 (0.38499228222163645) | > loader_time: 0.0058 (0.004353721310773232)  --> TIME: 2024-06-12 04:52:23 -- STEP: 279/330 -- GLOBAL_STEP: 368450 | > loss_disc: 2.424525737762451 (2.372441815646319) | > loss_disc_real_0: 0.13843733072280884 (0.11761694481616379) | > loss_disc_real_1: 0.20167914032936096 (0.19744350165662805) | > loss_disc_real_2: 0.22301878035068512 (0.2113581382566028) | > loss_disc_real_3: 0.2662390470504761 (0.2303947458664576) | > loss_disc_real_4: 0.2674100399017334 (0.23259586848879374) | > loss_disc_real_5: 0.23886603116989136 (0.22251617176772015) | > loss_0: 2.424525737762451 (2.372441815646319) | > grad_norm_0: tensor(29.5095, device='cuda:0') (tensor(18.5526, device='cuda:0')) | > loss_gen: 2.505922794342041 (2.480995582423329) | > loss_kl: 2.1147069931030273 (2.0224055910623204) | > loss_feat: 7.172510623931885 (6.977797795367499) | > loss_mel: 16.82953453063965 (17.073245219432323) | > loss_duration: 2.117846965789795 (2.033635410783967) | > loss_1: 30.740522384643555 (30.588079630260406) | > grad_norm_1: tensor(295.8686, device='cuda:0') (tensor(229.2985, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.4406 (0.39090125022395966) | > loader_time: 0.0069 (0.004539349600405674)  --> TIME: 2024-06-12 04:52:35 -- STEP: 304/330 -- GLOBAL_STEP: 368475 | > loss_disc: 2.6711907386779785 (2.377737700154907) | > loss_disc_real_0: 0.20051997900009155 (0.11948047019541264) | > loss_disc_real_1: 0.21207016706466675 (0.19819909726318566) | > loss_disc_real_2: 0.19674299657344818 (0.21142337775151984) | > loss_disc_real_3: 0.22717349231243134 (0.23065260224240391) | > loss_disc_real_4: 0.27458083629608154 (0.2326095753202313) | > loss_disc_real_5: 0.21598747372627258 (0.22234415811927696) | > loss_0: 2.6711907386779785 (2.377737700154907) | > grad_norm_0: tensor(27.4880, device='cuda:0') (tensor(19.3997, device='cuda:0')) | > loss_gen: 2.617187738418579 (2.477596508829217) | > loss_kl: 2.165663480758667 (2.024396868912799) | > loss_feat: 7.247812271118164 (6.982233056896613) | > loss_mel: 16.844968795776367 (17.02564583640349) | > loss_duration: 2.189330577850342 (2.0447511692580433) | > loss_1: 31.064964294433594 (30.55462347206317) | > grad_norm_1: tensor(101.0908, device='cuda:0') (tensor(241.9819, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 0.4853 (0.39776789828350667) | > loader_time: 0.0067 (0.004748811063013577)  --> TIME: 2024-06-12 04:53:03 -- STEP: 329/330 -- GLOBAL_STEP: 368500 | > loss_disc: 2.6444618701934814 (2.385621943372361) | > loss_disc_real_0: 0.24727976322174072 (0.12222439218255887) | > loss_disc_real_1: 0.22003433108329773 (0.19929006496461338) | > loss_disc_real_2: 0.28421685099601746 (0.21180013030495692) | > loss_disc_real_3: 0.38025540113449097 (0.23097479719340258) | > loss_disc_real_4: 0.3955535888671875 (0.23316291513595175) | > loss_disc_real_5: 0.3773866593837738 (0.22310467734706438) | > loss_0: 2.6444618701934814 (2.385621943372361) | > grad_norm_0: tensor(11.1169, device='cuda:0') (tensor(19.9248, device='cuda:0')) | > loss_gen: 2.4577713012695312 (2.4743513850817926) | > loss_kl: 2.275118112564087 (2.0314735101711436) | > loss_feat: 11.266983032226562 (7.067462732726681) | > loss_mel: 18.44300651550293 (16.99851725963836) | > loss_duration: 2.295968770980835 (2.0595177578708697) | > loss_1: 36.73884582519531 (30.631322628821287) | > grad_norm_1: tensor(303.3341, device='cuda:0') (tensor(250.8758, device='cuda:0')) | > current_lr_0: 0.00017986125231492461 | > current_lr_1: 0.00017986125231492461 | > step_time: 14.3029 (0.45217213297325054) | > loader_time: 0.0339 (0.00519644960444024) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_368500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3422374725341797 (2.3422374725341797) | > loss_disc_real_0: 0.140795037150383 (0.140795037150383) | > loss_disc_real_1: 0.24034295976161957 (0.24034295976161957) | > loss_disc_real_2: 0.28917449712753296 (0.28917449712753296) | > loss_disc_real_3: 0.23419615626335144 (0.23419615626335144) | > loss_disc_real_4: 0.30656367540359497 (0.30656367540359497) | > loss_disc_real_5: 0.27301257848739624 (0.27301257848739624) | > loss_0: 2.3422374725341797 (2.3422374725341797) | > loss_gen: 2.8692595958709717 (2.8692595958709717) | > loss_kl: 2.543316125869751 (2.543316125869751) | > loss_feat: 7.995516777038574 (7.995516777038574) | > loss_mel: 17.551097869873047 (17.551097869873047) | > loss_duration: 3.154303550720215 (3.154303550720215) | > loss_1: 34.113494873046875 (34.113494873046875)  --> STEP: 1 | > loss_disc: 2.3077733516693115 (2.3077733516693115) | > loss_disc_real_0: 0.10477901995182037 (0.10477901995182037) | > loss_disc_real_1: 0.23033557832241058 (0.23033557832241058) | > loss_disc_real_2: 0.24838438630104065 (0.24838438630104065) | > loss_disc_real_3: 0.26972073316574097 (0.26972073316574097) | > loss_disc_real_4: 0.2421541064977646 (0.2421541064977646) | > loss_disc_real_5: 0.2861862778663635 (0.2861862778663635) | > loss_0: 2.3077733516693115 (2.3077733516693115) | > loss_gen: 2.806558847427368 (2.806558847427368) | > loss_kl: 3.1008760929107666 (3.1008760929107666) | > loss_feat: 7.666741847991943 (7.666741847991943) | > loss_mel: 19.179935455322266 (19.179935455322266) | > loss_duration: 2.4883813858032227 (2.4883813858032227) | > loss_1: 35.24249267578125 (35.24249267578125)  --> STEP: 2 | > loss_disc: 2.2593588829040527 (2.283566117286682) | > loss_disc_real_0: 0.0766526311635971 (0.09071582555770874) | > loss_disc_real_1: 0.2048809677362442 (0.2176082730293274) | > loss_disc_real_2: 0.2580846846103668 (0.25323453545570374) | > loss_disc_real_3: 0.2558658719062805 (0.26279330253601074) | > loss_disc_real_4: 0.2362416535615921 (0.23919788002967834) | > loss_disc_real_5: 0.2639960050582886 (0.27509114146232605) | > loss_0: 2.2593588829040527 (2.283566117286682) | > loss_gen: 2.679996967315674 (2.743277907371521) | > loss_kl: 2.9542922973632812 (3.027584195137024) | > loss_feat: 5.373607635498047 (6.520174741744995) | > loss_mel: 17.648048400878906 (18.413991928100586) | > loss_duration: 2.54836368560791 (2.5183725357055664) | > loss_1: 31.204307556152344 (33.2234001159668)  --> STEP: 3 | > loss_disc: 2.262847900390625 (2.2766600449879966) | > loss_disc_real_0: 0.14654403924942017 (0.10932523012161255) | > loss_disc_real_1: 0.22969461977481842 (0.2216370552778244) | > loss_disc_real_2: 0.1727266162633896 (0.22639856239159903) | > loss_disc_real_3: 0.19131015241146088 (0.23896558582782745) | > loss_disc_real_4: 0.15874284505844116 (0.21237953503926596) | > loss_disc_real_5: 0.16763925552368164 (0.23927384614944458) | > loss_0: 2.262847900390625 (2.2766600449879966) | > loss_gen: 2.423473358154297 (2.6366763909657798) | > loss_kl: 3.1296823024749756 (3.061616897583008) | > loss_feat: 7.616641998291016 (6.885663827260335) | > loss_mel: 17.601194381713867 (18.143059412638348) | > loss_duration: 2.3836798667907715 (2.4734749794006348) | > loss_1: 33.15467071533203 (33.20049031575521)  --> STEP: 4 | > loss_disc: 2.442383289337158 (2.318090856075287) | > loss_disc_real_0: 0.1643252670764923 (0.12307523936033249) | > loss_disc_real_1: 0.19891367852687836 (0.2159562110900879) | > loss_disc_real_2: 0.22204063832759857 (0.2253090813755989) | > loss_disc_real_3: 0.31858062744140625 (0.25886934623122215) | > loss_disc_real_4: 0.2456148862838745 (0.2206883728504181) | > loss_disc_real_5: 0.29060912132263184 (0.2521076649427414) | > loss_0: 2.442383289337158 (2.318090856075287) | > loss_gen: 2.597783327102661 (2.626953125) | > loss_kl: 4.08095645904541 (3.3164517879486084) | > loss_feat: 6.11191463470459 (6.692226529121399) | > loss_mel: 17.822065353393555 (18.06281089782715) | > loss_duration: 2.408806562423706 (2.4573078751564026) | > loss_1: 33.02152633666992 (33.15574932098389)  --> STEP: 5 | > loss_disc: 2.5087385177612305 (2.3562203884124755) | > loss_disc_real_0: 0.13615486025810242 (0.12569116353988646) | > loss_disc_real_1: 0.21625374257564545 (0.2160157173871994) | > loss_disc_real_2: 0.19879338145256042 (0.22000594139099122) | > loss_disc_real_3: 0.25854501128196716 (0.2588044792413712) | > loss_disc_real_4: 0.29427123069763184 (0.23540494441986085) | > loss_disc_real_5: 0.3600406050682068 (0.27369425296783445) | > loss_0: 2.5087385177612305 (2.3562203884124755) | > loss_gen: 2.4007883071899414 (2.581720161437988) | > loss_kl: 2.763390302658081 (3.205839490890503) | > loss_feat: 4.900836944580078 (6.333948612213135) | > loss_mel: 18.11121940612793 (18.072492599487305) | > loss_duration: 2.3882627487182617 (2.4434988498687744) | > loss_1: 30.564498901367188 (32.637499237060545)  --> STEP: 6 | > loss_disc: 2.4086039066314697 (2.364950974782308) | > loss_disc_real_0: 0.05205599218606949 (0.11341863498091698) | > loss_disc_real_1: 0.21024353802204132 (0.21505368749300638) | > loss_disc_real_2: 0.24781110882759094 (0.22464013596375784) | > loss_disc_real_3: 0.2282547503709793 (0.25371285776297253) | > loss_disc_real_4: 0.2559572756290436 (0.23883033295472464) | > loss_disc_real_5: 0.30238068103790283 (0.2784753243128459) | > loss_0: 2.4086039066314697 (2.364950974782308) | > loss_gen: 2.615180730819702 (2.5872969230016074) | > loss_kl: 3.066549301147461 (3.1826244592666626) | > loss_feat: 6.130540370941162 (6.300047238667806) | > loss_mel: 16.90201187133789 (17.87741247812907) | > loss_duration: 2.2043869495391846 (2.4036468664805093) | > loss_1: 30.918670654296875 (32.35102780659994)  --> STEP: 7 | > loss_disc: 2.490290880203247 (2.3828566755567278) | > loss_disc_real_0: 0.12403903901576996 (0.11493583555732455) | > loss_disc_real_1: 0.26134514808654785 (0.22166675329208374) | > loss_disc_real_2: 0.2629391551017761 (0.23011142441204616) | > loss_disc_real_3: 0.26613351702690125 (0.2554872376578195) | > loss_disc_real_4: 0.2577108144760132 (0.241527544600623) | > loss_disc_real_5: 0.34360551834106445 (0.2877796377454485) | > loss_0: 2.490290880203247 (2.3828566755567278) | > loss_gen: 2.5381975173950195 (2.5802827222006663) | > loss_kl: 4.321004867553711 (3.345250231879098) | > loss_feat: 4.909245014190674 (6.101361206599644) | > loss_mel: 15.736172676086426 (17.571521077837264) | > loss_duration: 2.5717945098876953 (2.427667958395822) | > loss_1: 30.076414108276367 (32.02608299255371)  --> STEP: 8 | > loss_disc: 2.1452512741088867 (2.3531560003757477) | > loss_disc_real_0: 0.1555725783109665 (0.12001542840152979) | > loss_disc_real_1: 0.1728362739086151 (0.21556294336915016) | > loss_disc_real_2: 0.20276294648647308 (0.22669286467134953) | > loss_disc_real_3: 0.22576327621936798 (0.25177174247801304) | > loss_disc_real_4: 0.18754629790782928 (0.23477988876402378) | > loss_disc_real_5: 0.20066770911216736 (0.2768906466662884) | > loss_0: 2.1452512741088867 (2.3531560003757477) | > loss_gen: 2.506844997406006 (2.5711030066013336) | > loss_kl: 3.3328282833099365 (3.343697488307953) | > loss_feat: 7.867244243621826 (6.322096586227417) | > loss_mel: 17.03040313720703 (17.503881335258484) | > loss_duration: 2.2979588508605957 (2.4114543199539185) | > loss_1: 33.035282135009766 (32.15223288536072)  --> STEP: 9 | > loss_disc: 2.9332101345062256 (2.4176064597235785) | > loss_disc_real_0: 0.22543023526668549 (0.13172818471988043) | > loss_disc_real_1: 0.31853941082954407 (0.2270047730869717) | > loss_disc_real_2: 0.2003779411315918 (0.22376898427804312) | > loss_disc_real_3: 0.34663206338882446 (0.26231177813476986) | > loss_disc_real_4: 0.32854726910591125 (0.24519848657978904) | > loss_disc_real_5: 0.48029476404190063 (0.2994911041524675) | > loss_0: 2.9332101345062256 (2.4176064597235785) | > loss_gen: 2.7380661964416504 (2.589654472139147) | > loss_kl: 3.2891087532043457 (3.337632073296441) | > loss_feat: 7.468844890594482 (6.449513064490424) | > loss_mel: 17.467788696289062 (17.499871042039658) | > loss_duration: 2.2151947021484375 (2.3896476957533093) | > loss_1: 33.17900085449219 (32.266318215264214)  --> STEP: 10 | > loss_disc: 2.4427740573883057 (2.4201232194900513) | > loss_disc_real_0: 0.101904958486557 (0.1287458620965481) | > loss_disc_real_1: 0.19703309237957 (0.22400760501623154) | > loss_disc_real_2: 0.28888681530952454 (0.23028076738119124) | > loss_disc_real_3: 0.21614152193069458 (0.25769475251436236) | > loss_disc_real_4: 0.23511645197868347 (0.2441902831196785) | > loss_disc_real_5: 0.18383081257343292 (0.28792507499456405) | > loss_0: 2.4427740573883057 (2.4201232194900513) | > loss_gen: 2.28181791305542 (2.558870816230774) | > loss_kl: 2.7646260261535645 (3.2803314685821534) | > loss_feat: 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(32.31865813515403)  --> STEP: 12 | > loss_disc: 2.5581653118133545 (2.434385816256205) | > loss_disc_real_0: 0.08554971218109131 (0.12245214482148487) | > loss_disc_real_1: 0.31329846382141113 (0.23262754951914152) | > loss_disc_real_2: 0.296057790517807 (0.2365651490787665) | > loss_disc_real_3: 0.3092457354068756 (0.2641269651552041) | > loss_disc_real_4: 0.3047727644443512 (0.251229381809632) | > loss_disc_real_5: 0.3161453902721405 (0.2949682908753554) | > loss_0: 2.5581653118133545 (2.434385816256205) | > loss_gen: 2.516277551651001 (2.563567320505778) | > loss_kl: 2.6795127391815186 (3.2725872000058494) | > loss_feat: 6.570847034454346 (6.4621890385945635) | > loss_mel: 17.270877838134766 (17.549900770187378) | > loss_duration: 2.255035638809204 (2.384905199209849) | > loss_1: 31.29254913330078 (32.23314905166626)  --> STEP: 13 | > loss_disc: 2.6538777351379395 (2.451269810016339) | > loss_disc_real_0: 0.15834257006645203 (0.1252129467634054) | > loss_disc_real_1: 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loss_disc_real_4: 0.25556546449661255 (0.2520269506743976) | > loss_disc_real_5: 0.30291199684143066 (0.2969056782977922) | > loss_0: 2.475140333175659 (2.4529748473848616) | > loss_gen: 2.1773948669433594 (2.5129910707473755) | > loss_kl: 3.4830644130706787 (3.266203284263611) | > loss_feat: 5.8880615234375 (6.348167964390346) | > loss_mel: 19.924413681030273 (17.645864827292307) | > loss_duration: 2.436814785003662 (2.377414447920663) | > loss_1: 33.90974807739258 (32.150641032627654)  --> STEP: 15 | > loss_disc: 2.760650873184204 (2.473486582438151) | > loss_disc_real_0: 0.39306920766830444 (0.14046915769577026) | > loss_disc_real_1: 0.17327696084976196 (0.22809571425120037) | > loss_disc_real_2: 0.23621205985546112 (0.23324402372042338) | > loss_disc_real_3: 0.26200491189956665 (0.2607066611448923) | > loss_disc_real_4: 0.19821032881736755 (0.24843917588392894) | > loss_disc_real_5: 0.22551515698432922 (0.29214631021022797) | > loss_0: 2.760650873184204 (2.473486582438151) | > loss_gen: 2.357449531555176 (2.502621634801229) | > loss_kl: 3.5782535076141357 (3.287006632486979) | > loss_feat: 7.784303188323975 (6.443910312652588) | > loss_mel: 17.14967918395996 (17.61278578440348) | > loss_duration: 2.394972801208496 (2.3785850048065185) | > loss_1: 33.2646598815918 (32.224908955891934)  --> STEP: 16 | > loss_disc: 2.3569729328155518 (2.4662044793367386) | > loss_disc_real_0: 0.14952968060970306 (0.14103544037789106) | > loss_disc_real_1: 0.28232625126838684 (0.2314851228147745) | > loss_disc_real_2: 0.24830983579158783 (0.23418563697487116) | > loss_disc_real_3: 0.23804903030395508 (0.25929055921733374) | > loss_disc_real_4: 0.22526514530181885 (0.24699079897254705) | > loss_disc_real_5: 0.20012713968753815 (0.28639511205255985) | > loss_0: 2.3569729328155518 (2.4662044793367386) | > loss_gen: 2.723978281021118 (2.516456425189972) | > loss_kl: 2.3794405460357666 (3.2302837520837784) | > loss_feat: 7.876864910125732 (6.533469974994659) | > loss_mel: 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2.425569772720337 (2.4704505999883017) | > loss_disc_real_0: 0.10696125030517578 (0.14230420854356554) | > loss_disc_real_1: 0.2108687460422516 (0.22672930028703478) | > loss_disc_real_2: 0.3269796669483185 (0.24007829361491734) | > loss_disc_real_3: 0.24002882838249207 (0.2575856074690818) | > loss_disc_real_4: 0.20036950707435608 (0.24730993890100056) | > loss_disc_real_5: 0.19601832330226898 (0.28580449604325825) | > loss_0: 2.425569772720337 (2.4704505999883017) | > loss_gen: 2.308924913406372 (2.513482411702474) | > loss_kl: 2.976499557495117 (3.2003709077835083) | > loss_feat: 6.596545219421387 (6.610844665103489) | > loss_mel: 17.6037540435791 (17.594036049313015) | > loss_duration: 2.245622396469116 (2.3762031263775296) | > loss_1: 31.731348037719727 (32.294937027825256)  --> STEP: 19 | > loss_disc: 2.4321353435516357 (2.4684340075442663) | > loss_disc_real_0: 0.15156054496765137 (0.14279138414483322) | > loss_disc_real_1: 0.24481931328773499 (0.22768140623444005) | > loss_disc_real_2: 0.21057051420211792 (0.23852525259319105) | > loss_disc_real_3: 0.2613474726676941 (0.25778360037427195) | > loss_disc_real_4: 0.23352836072444916 (0.24658459268118205) | > loss_disc_real_5: 0.27414044737815857 (0.2851905987450951) | > loss_0: 2.4321353435516357 (2.4684340075442663) | > loss_gen: 2.4959073066711426 (2.5125574061745093) | > loss_kl: 2.383665084838867 (3.157386390786422) | > loss_feat: 6.869623184204102 (6.624464587161415) | > loss_mel: 16.740001678466797 (17.549086871900055) | > loss_duration: 2.3634538650512695 (2.375532112623516) | > loss_1: 30.852649688720703 (32.21902716787238)  --> STEP: 20 | > loss_disc: 2.2202041149139404 (2.45602251291275) | > loss_disc_real_0: 0.13670986890792847 (0.14248730838298798) | > loss_disc_real_1: 0.15591591596603394 (0.22409313172101974) | > loss_disc_real_2: 0.28720247745513916 (0.24095911383628846) | > loss_disc_real_3: 0.25267311930656433 (0.2575280763208866) | > loss_disc_real_4: 0.2192908227443695 (0.24521990418434142) | > loss_disc_real_5: 0.18204469978809357 (0.280033303797245) | > loss_0: 2.2202041149139404 (2.45602251291275) | > loss_gen: 2.6375012397766113 (2.518804597854614) | > loss_kl: 2.5978291034698486 (3.1294085264205935) | > loss_feat: 7.288104057312012 (6.657646560668946) | > loss_mel: 18.03628921508789 (17.57344698905945) | > loss_duration: 2.321558713912964 (2.3728334426879885) | > loss_1: 32.881282806396484 (32.25213994979859)  --> STEP: 21 | > loss_disc: 2.1406702995300293 (2.441005740846906) | > loss_disc_real_0: 0.10966767370700836 (0.14092446863651276) | > loss_disc_real_1: 0.22290024161338806 (0.22403632743018015) | > loss_disc_real_2: 0.2261039912700653 (0.24025172704742068) | > loss_disc_real_3: 0.2190859317779541 (0.2556974980093184) | > loss_disc_real_4: 0.22627612948417664 (0.24431781967480978) | > loss_disc_real_5: 0.22915655374526978 (0.27761060141381766) | > loss_0: 2.1406702995300293 (2.441005740846906) | > loss_gen: 2.7766060829162598 (2.531080859048026) | > loss_kl: 1.9212408065795898 (3.071876730237688) | > loss_feat: 7.0194926261901855 (6.674877325693767) | > loss_mel: 18.61626434326172 (17.623104958307174) | > loss_duration: 2.205758571624756 (2.364877496446882) | > loss_1: 32.53936004638672 (32.265817097255166)  --> STEP: 22 | > loss_disc: 2.303405284881592 (2.4347511746666646) | > loss_disc_real_0: 0.1493680328130722 (0.14130826700817456) | > loss_disc_real_1: 0.18258988857269287 (0.22215239839120346) | > loss_disc_real_2: 0.23535144329071045 (0.24002898687666113) | > loss_disc_real_3: 0.1811290979385376 (0.25230802527882834) | > loss_disc_real_4: 0.23258915543556213 (0.2437846985730258) | > loss_disc_real_5: 0.2931790351867676 (0.2783182574944063) | > loss_0: 2.303405284881592 (2.4347511746666646) | > loss_gen: 3.3654606342315674 (2.5690072124654595) | > loss_kl: 1.9315390586853027 (3.02004319971258) | > loss_feat: 10.643769264221191 (6.85528150471774) | > loss_mel: 19.255510330200195 (17.697305202484127) | > loss_duration: 2.2573041915893555 (2.35998780077154) | > loss_1: 37.453582763671875 (32.50162462754684)  --> STEP: 23 | > loss_disc: 2.443153142929077 (2.4351164776345953) | > loss_disc_real_0: 0.0756959319114685 (0.13845555678657864) | > loss_disc_real_1: 0.25409576296806335 (0.2235412403293278) | > loss_disc_real_2: 0.22466368973255157 (0.23936093047909116) | > loss_disc_real_3: 0.2483839988708496 (0.2521374154350032) | > loss_disc_real_4: 0.2353982925415039 (0.2434200722238292) | > loss_disc_real_5: 0.2777056396007538 (0.27829162193381274) | > loss_0: 2.443153142929077 (2.4351164776345953) | > loss_gen: 2.344547748565674 (2.559248105339382) | > loss_kl: 2.9344418048858643 (3.0163213999375054) | > loss_feat: 7.542044162750244 (6.885140750719153) | > loss_mel: 17.65461540222168 (17.695449124211848) | > loss_duration: 2.301206111907959 (2.3574320751687754) | > loss_1: 32.77685546875 (32.51359118586002)  --> STEP: 24 | > loss_disc: 2.4771454334259033 (2.4368676841259) | > loss_disc_real_0: 0.12256469577550888 (0.13779343757778406) | > loss_disc_real_1: 0.156244695186615 (0.22073721761504808) | > loss_disc_real_2: 0.22242340445518494 (0.23865520022809505) | > loss_disc_real_3: 0.26407548785209656 (0.2526348351190487) | > loss_disc_real_4: 0.29817113280296326 (0.24570136641462645) | > loss_disc_real_5: 0.343597948551178 (0.281012718876203) | > loss_0: 2.4771454334259033 (2.4368676841259) | > loss_gen: 2.314103364944458 (2.54903374115626) | > loss_kl: 2.350768804550171 (2.9885900417963662) | > loss_feat: 5.545369625091553 (6.829316953818004) | > loss_mel: 16.25814437866211 (17.63556142648061) | > loss_duration: 2.429271697998047 (2.3604253927866616) | > loss_1: 28.89765739440918 (32.3629272778829)  --> STEP: 25 | > loss_disc: 2.5221405029296875 (2.440278596878051) | > loss_disc_real_0: 0.1662786900997162 (0.13893284767866135) | > loss_disc_real_1: 0.16865043342113495 (0.21865374624729156) | > loss_disc_real_2: 0.22955487668514252 (0.23829118728637697) | > loss_disc_real_3: 0.28558680415153503 (0.2539529138803482) | > loss_disc_real_4: 0.20753978192806244 (0.24417490303516387) | > loss_disc_real_5: 0.2929913401603699 (0.2814918637275696) | > loss_0: 2.5221405029296875 (2.440278596878051) | > loss_gen: 2.2021167278289795 (2.535157060623169) | > loss_kl: 3.1793501377105713 (2.9962204456329347) | > loss_feat: 5.676000118255615 (6.783184280395508) | > loss_mel: 15.573688507080078 (17.55308650970459) | > loss_duration: 2.380207061767578 (2.3612166595458985) | > loss_1: 29.011362075805664 (32.22886466979981)  --> STEP: 26 | > loss_disc: 2.5130748748779297 (2.4430784537242003) | > loss_disc_real_0: 0.22808709740638733 (0.1423618572835739) | > loss_disc_real_1: 0.1468624770641327 (0.21589254358640084) | > loss_disc_real_2: 0.19369331002235413 (0.23657588431468377) | > loss_disc_real_3: 0.16915543377399445 (0.2506914723377961) | > loss_disc_real_4: 0.15039823949337006 (0.24056810828355643) | > loss_disc_real_5: 0.18062372505664825 (0.27761231993253416) | > loss_0: 2.5130748748779297 (2.4430784537242003) | > loss_gen: 1.8820773363113403 (2.5100386096880984) | > loss_kl: 2.3440487384796143 (2.97113691843473) | > loss_feat: 9.60676383972168 (6.891783494215745) | > loss_mel: 9.578929901123047 (17.246388178605297) | > loss_duration: 2.3306517601013184 (2.360041086490338) | > loss_1: 25.742473602294922 (31.979388090280395) --> EVAL PERFORMANCE | > avg_loader_time: 0.002526494172903208 (+5.037050980788091e-05) | > avg_loss_disc: 2.4430784537242003 (-0.08438687141125101) | > avg_loss_disc_real_0: 0.1423618572835739 (-0.051905844647150756) | > avg_loss_disc_real_1: 0.21589254358640084 (-0.034181934136610775) | > avg_loss_disc_real_2: 0.23657588431468377 (-0.01327752207334229) | > avg_loss_disc_real_3: 0.2506914723377961 (-0.00411190321812277) | > avg_loss_disc_real_4: 0.24056810828355643 (+0.010095014595068424) | > avg_loss_disc_real_5: 0.27761231993253416 (+0.003574023453088937) | > avg_loss_0: 2.4430784537242003 (-0.08438687141125101) | > avg_loss_gen: 2.5100386096880984 (+0.01034392301852849) | > avg_loss_kl: 2.97113691843473 (-0.22724268986628582) | > avg_loss_feat: 6.891783494215745 (+0.6469840911718512) | > avg_loss_mel: 17.246388178605297 (+0.9364165159372142) | > avg_loss_duration: 2.360041086490338 (+0.011957269448501062) | > avg_loss_1: 31.979388090280395 (+1.3784589767456126)  > EPOCH: 850/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:53:13)   --> TIME: 2024-06-12 04:53:22 -- STEP: 24/330 -- GLOBAL_STEP: 368525 | > loss_disc: 2.2579736709594727 (2.2907267709573107) | > loss_disc_real_0: 0.1071259081363678 (0.10141742167373498) | > loss_disc_real_1: 0.17091183364391327 (0.19227714588244757) | > loss_disc_real_2: 0.2188115268945694 (0.2031264832864205) | > loss_disc_real_3: 0.24137993156909943 (0.22009733133018017) | > loss_disc_real_4: 0.22179116308689117 (0.2213265299797058) | > loss_disc_real_5: 0.21644847095012665 (0.21685985227425894) | > loss_0: 2.2579736709594727 (2.2907267709573107) | > grad_norm_0: tensor(9.1941, device='cuda:0') (tensor(7.7472, device='cuda:0')) | > loss_gen: 2.4952962398529053 (2.5086603164672847) | > loss_kl: 1.8837482929229736 (1.8966685036818187) | > loss_feat: 7.270062446594238 (6.958954989910126) | > loss_mel: 17.061870574951172 (17.119760115941364) | > loss_duration: 1.94589102268219 (2.025298992792766) | > loss_1: 30.65686798095703 (30.509342432022095) | > grad_norm_1: tensor(66.0879, device='cuda:0') (tensor(84.5731, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.361 (0.3617903093496959) | > loader_time: 0.0032 (0.00320473313331604)  --> TIME: 2024-06-12 04:53:32 -- STEP: 49/330 -- GLOBAL_STEP: 368550 | > loss_disc: 2.360975980758667 (2.334928955350603) | > loss_disc_real_0: 0.09700389951467514 (0.10490052341198434) | > loss_disc_real_1: 0.19119024276733398 (0.194076768597778) | > loss_disc_real_2: 0.22728180885314941 (0.20712702249994083) | > loss_disc_real_3: 0.21394029259681702 (0.22441536127304546) | > loss_disc_real_4: 0.23184871673583984 (0.2285237975266515) | > loss_disc_real_5: 0.2253689467906952 (0.22024954155999787) | > loss_0: 2.360975980758667 (2.334928955350603) | > grad_norm_0: tensor(8.2118, device='cuda:0') (tensor(7.8891, device='cuda:0')) | > loss_gen: 2.4680802822113037 (2.4913940672971764) | > loss_kl: 1.8121044635772705 (1.91414653038492) | > loss_feat: 6.287267684936523 (6.927169945775246) | > loss_mel: 17.33426856994629 (17.18245957822216) | > loss_duration: 1.9348313808441162 (1.9920609508241927) | > loss_1: 29.836551666259766 (30.507230758666992) | > grad_norm_1: tensor(43.0601, device='cuda:0') (tensor(83.9569, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3638 (0.3611512184143067) | > loader_time: 0.0034 (0.0033406773392035036)  --> TIME: 2024-06-12 04:53:41 -- STEP: 74/330 -- GLOBAL_STEP: 368575 | > loss_disc: 2.369565010070801 (2.3459890565356702) | > loss_disc_real_0: 0.09952758997678757 (0.10633812844753265) | > loss_disc_real_1: 0.18812504410743713 (0.19518717579744957) | > loss_disc_real_2: 0.234672412276268 (0.20799534767866135) | > loss_disc_real_3: 0.24665847420692444 (0.22766843035414414) | > loss_disc_real_4: 0.2710402011871338 (0.22964786838840795) | > loss_disc_real_5: 0.27699628472328186 (0.22262485969710993) | > loss_0: 2.369565010070801 (2.3459890565356702) | > grad_norm_0: tensor(9.6638, device='cuda:0') (tensor(8.2363, device='cuda:0')) | > loss_gen: 2.5041556358337402 (2.4817187786102286) | > loss_kl: 2.0334255695343018 (1.9447587631844185) | > loss_feat: 7.108515739440918 (6.962451277552424) | > loss_mel: 17.932588577270508 (17.223019290614772) | > loss_duration: 1.8954730033874512 (1.9815077926661517) | > loss_1: 31.474159240722656 (30.593455727035934) | > grad_norm_1: tensor(155.7142, device='cuda:0') (tensor(93.2152, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3574 (0.36733441095094427) | > loader_time: 0.0037 (0.003503119623338854)  --> TIME: 2024-06-12 04:53:51 -- STEP: 99/330 -- GLOBAL_STEP: 368600 | > loss_disc: 2.2865941524505615 (2.343545073210592) | > loss_disc_real_0: 0.09281274676322937 (0.1083235192027959) | > loss_disc_real_1: 0.20867449045181274 (0.19559854660371337) | > loss_disc_real_2: 0.22788594663143158 (0.20826107248513384) | > loss_disc_real_3: 0.2512616813182831 (0.22706262993090082) | > loss_disc_real_4: 0.22951436042785645 (0.22925031516287062) | > loss_disc_real_5: 0.2106676548719406 (0.22162800169352329) | > loss_0: 2.2865941524505615 (2.343545073210592) | > grad_norm_0: tensor(11.0817, device='cuda:0') (tensor(8.0204, device='cuda:0')) | > loss_gen: 2.6788206100463867 (2.4788103777952872) | > loss_kl: 1.9790059328079224 (1.9680700338248052) | > loss_feat: 6.866762638092041 (6.965638179971714) | > loss_mel: 16.920547485351562 (17.180454167452726) | > loss_duration: 1.9991377592086792 (1.9829093916247589) | > loss_1: 30.44427490234375 (30.575882054338553) | > grad_norm_1: tensor(131.3127, device='cuda:0') (tensor(88.6086, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3719 (0.3689322110378381) | > loader_time: 0.0039 (0.003592476700291489)  --> TIME: 2024-06-12 04:54:00 -- STEP: 124/330 -- GLOBAL_STEP: 368625 | > loss_disc: 2.2991504669189453 (2.3477272987365723) | > loss_disc_real_0: 0.13464851677417755 (0.1096648683230723) | > loss_disc_real_1: 0.2191721349954605 (0.1946125681842527) | > loss_disc_real_2: 0.19293561577796936 (0.20798254097180982) | > loss_disc_real_3: 0.2143847644329071 (0.2281463499511442) | > loss_disc_real_4: 0.2420468032360077 (0.22979871532128704) | > loss_disc_real_5: 0.21259388327598572 (0.22255083149479282) | > loss_0: 2.2991504669189453 (2.3477272987365723) | > grad_norm_0: tensor(8.4134, device='cuda:0') (tensor(8.6325, device='cuda:0')) | > loss_gen: 2.7073729038238525 (2.478483692292244) | > loss_kl: 2.166365146636963 (1.984386315268855) | > loss_feat: 8.02407455444336 (6.977794312661694) | > loss_mel: 17.62006187438965 (17.179567390872585) | > loss_duration: 2.000546455383301 (1.9881265980582083) | > loss_1: 32.5184211730957 (30.608358229360274) | > grad_norm_1: tensor(178.6087, device='cuda:0') (tensor(101.3315, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3777 (0.36963053864817463) | > loader_time: 0.004 (0.003676101084678404)  --> TIME: 2024-06-12 04:54:10 -- STEP: 149/330 -- GLOBAL_STEP: 368650 | > loss_disc: 2.3323280811309814 (2.3497737798114753) | > loss_disc_real_0: 0.10856007039546967 (0.11134400423741181) | > loss_disc_real_1: 0.2202858030796051 (0.1951516231634473) | > loss_disc_real_2: 0.2559046447277069 (0.20845233934037635) | > loss_disc_real_3: 0.24990834295749664 (0.2278761834706236) | > loss_disc_real_4: 0.2190372794866562 (0.23057780219804522) | > loss_disc_real_5: 0.23976099491119385 (0.22266246968467765) | > loss_0: 2.3323280811309814 (2.3497737798114753) | > grad_norm_0: tensor(23.4010, device='cuda:0') (tensor(10.0669, device='cuda:0')) | > loss_gen: 2.5881471633911133 (2.480933835842465) | > loss_kl: 2.036447525024414 (1.9942183534570987) | > loss_feat: 6.699288845062256 (6.974420992320014) | > loss_mel: 16.9719181060791 (17.167685534330026) | > loss_duration: 2.0250766277313232 (1.9928409989248186) | > loss_1: 30.320878982543945 (30.61009957486351) | > grad_norm_1: tensor(242.3964, device='cuda:0') (tensor(118.9370, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3872 (0.3724120111273439) | > loader_time: 0.0044 (0.003821595403172026)  --> TIME: 2024-06-12 04:54:20 -- STEP: 174/330 -- GLOBAL_STEP: 368675 | > loss_disc: 2.4023656845092773 (2.3550571449871724) | > loss_disc_real_0: 0.17459556460380554 (0.1128639769793927) | > loss_disc_real_1: 0.19650325179100037 (0.19537145122029315) | > loss_disc_real_2: 0.17928509414196014 (0.20930022712068996) | > loss_disc_real_3: 0.2377622276544571 (0.22870423601961684) | > loss_disc_real_4: 0.2447473555803299 (0.23100206221657238) | > loss_disc_real_5: 0.23828256130218506 (0.22259886845432478) | > loss_0: 2.4023656845092773 (2.3550571449871724) | > grad_norm_0: tensor(28.2324, device='cuda:0') (tensor(11.6330, device='cuda:0')) | > loss_gen: 2.4698121547698975 (2.4829753294758405) | > loss_kl: 2.024250030517578 (2.003325795305187) | > loss_feat: 6.786622047424316 (6.972389651441024) | > loss_mel: 17.112022399902344 (17.178706952895244) | > loss_duration: 2.102992296218872 (1.9990090138610752) | > loss_1: 30.495698928833008 (30.63640664637774) | > grad_norm_1: tensor(160.5821, device='cuda:0') (tensor(140.8179, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3853 (0.3747283151780053) | > loader_time: 0.0048 (0.003942022378417268)  --> TIME: 2024-06-12 04:54:30 -- STEP: 199/330 -- GLOBAL_STEP: 368700 | > loss_disc: 2.3045430183410645 (2.353790724097784) | > loss_disc_real_0: 0.10650240629911423 (0.11361861461071512) | > loss_disc_real_1: 0.19865505397319794 (0.1951498126414553) | > loss_disc_real_2: 0.20086424052715302 (0.209560830763836) | > loss_disc_real_3: 0.21604199707508087 (0.22868627833960645) | > loss_disc_real_4: 0.22708745300769806 (0.23075340336291633) | > loss_disc_real_5: 0.23787884414196014 (0.2222833220832911) | > loss_0: 2.3045430183410645 (2.353790724097784) | > grad_norm_0: tensor(24.4375, device='cuda:0') (tensor(14.3168, device='cuda:0')) | > loss_gen: 2.5918965339660645 (2.4912757741745986) | > loss_kl: 2.1769754886627197 (2.0136980147817023) | > loss_feat: 7.701639175415039 (6.993225425931076) | > loss_mel: 17.570791244506836 (17.154801522068045) | > loss_duration: 2.1331586837768555 (2.0074780496520614) | > loss_1: 32.174461364746094 (30.660478745273608) | > grad_norm_1: tensor(486.4153, device='cuda:0') (tensor(176.6264, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.3975 (0.37728832474905055) | > loader_time: 0.0057 (0.004106007628704437)  --> TIME: 2024-06-12 04:54:41 -- STEP: 224/330 -- GLOBAL_STEP: 368725 | > loss_disc: 2.271836280822754 (2.355087028018066) | > loss_disc_real_0: 0.13131092488765717 (0.11510728213137814) | > loss_disc_real_1: 0.18962052464485168 (0.19557520308132684) | > loss_disc_real_2: 0.21065464615821838 (0.2096392435819975) | > loss_disc_real_3: 0.2090272307395935 (0.22844737036419765) | > loss_disc_real_4: 0.2222651094198227 (0.23089344526774117) | > loss_disc_real_5: 0.22712211310863495 (0.22106727146144425) | > loss_0: 2.271836280822754 (2.355087028018066) | > grad_norm_0: tensor(12.7610, device='cuda:0') (tensor(16.9296, device='cuda:0')) | > loss_gen: 2.595108985900879 (2.4943926345024785) | > loss_kl: 2.0343997478485107 (2.021011793719871) | > loss_feat: 7.218898296356201 (6.995182371565273) | > loss_mel: 16.31749153137207 (17.114409510578437) | > loss_duration: 2.1101396083831787 (2.0151666503931795) | > loss_1: 30.276037216186523 (30.640162919248855) | > grad_norm_1: tensor(209.8720, device='cuda:0') (tensor(210.3980, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.4063 (0.38006485040698745) | > loader_time: 0.0053 (0.004230472658361707)  --> TIME: 2024-06-12 04:54:51 -- STEP: 249/330 -- GLOBAL_STEP: 368750 | > loss_disc: 2.455061435699463 (2.357088514121182) | > loss_disc_real_0: 0.10798545926809311 (0.11588696779376531) | > loss_disc_real_1: 0.2260027825832367 (0.19564377525484705) | > loss_disc_real_2: 0.23212020099163055 (0.20976749828541613) | > loss_disc_real_3: 0.23280420899391174 (0.22891159589032092) | > loss_disc_real_4: 0.22471028566360474 (0.2312672771363852) | > loss_disc_real_5: 0.22500993311405182 (0.22182978151074376) | > loss_0: 2.455061435699463 (2.357088514121182) | > grad_norm_0: tensor(9.7945, device='cuda:0') (tensor(17.7405, device='cuda:0')) | > loss_gen: 2.3039748668670654 (2.4916667775456682) | > loss_kl: 2.1249465942382812 (2.025979137324905) | > loss_feat: 6.761131286621094 (6.995348465011779) | > loss_mel: 16.2466983795166 (17.098017409144635) | > loss_duration: 2.09981632232666 (2.0237736074799995) | > loss_1: 29.53656768798828 (30.634785349589276) | > grad_norm_1: tensor(145.5540, device='cuda:0') (tensor(221.9980, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.421 (0.384138655949788) | > loader_time: 0.0054 (0.004381098421701942)  --> TIME: 2024-06-12 04:55:03 -- STEP: 274/330 -- GLOBAL_STEP: 368775 | > loss_disc: 2.429781675338745 (2.360402798130564) | > loss_disc_real_0: 0.1011689230799675 (0.11705590523507474) | > loss_disc_real_1: 0.21811078488826752 (0.19572560336903067) | > loss_disc_real_2: 0.23409537971019745 (0.21048009390160985) | > loss_disc_real_3: 0.2310139387845993 (0.22902930930365611) | > loss_disc_real_4: 0.247544065117836 (0.2314562350511551) | > loss_disc_real_5: 0.22147376835346222 (0.22224536494617045) | > loss_0: 2.429781675338745 (2.360402798130564) | > grad_norm_0: tensor(25.2103, device='cuda:0') (tensor(17.8244, device='cuda:0')) | > loss_gen: 2.239424228668213 (2.484740882024277) | > loss_kl: 2.0274980068206787 (2.030348571112557) | > loss_feat: 6.701604843139648 (6.9901929319339935) | > loss_mel: 16.193302154541016 (17.054784823508157) | > loss_duration: 2.114198923110962 (2.0323756624312304) | > loss_1: 29.27602767944336 (30.592442846646275) | > grad_norm_1: tensor(293.2214, device='cuda:0') (tensor(225.1692, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.4451 (0.3889441089908573) | > loader_time: 0.0058 (0.0045398473739624015)  --> TIME: 2024-06-12 04:55:14 -- STEP: 299/330 -- GLOBAL_STEP: 368800 | > loss_disc: 2.435123920440674 (2.366759021944026) | > loss_disc_real_0: 0.11055661737918854 (0.11833538755425642) | > loss_disc_real_1: 0.19884298741817474 (0.19642196824917424) | > loss_disc_real_2: 0.20521526038646698 (0.21068445505904515) | > loss_disc_real_3: 0.19413530826568604 (0.22913195267568862) | > loss_disc_real_4: 0.23203565180301666 (0.23138158686184962) | > loss_disc_real_5: 0.2281838357448578 (0.22243769068183708) | > loss_0: 2.435123920440674 (2.366759021944026) | > grad_norm_0: tensor(9.6359, device='cuda:0') (tensor(18.0910, device='cuda:0')) | > loss_gen: 2.4575557708740234 (2.477595281441475) | > loss_kl: 2.126107931137085 (2.0340694137241537) | > loss_feat: 7.599791049957275 (6.986960752353221) | > loss_mel: 16.906646728515625 (17.004035544634664) | > loss_duration: 2.19427227973938 (2.043140553710453) | > loss_1: 31.284374237060547 (30.54580151356981) | > grad_norm_1: tensor(238.6156, device='cuda:0') (tensor(231.6051, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.462 (0.3946930867772438) | > loader_time: 0.0066 (0.004716433808955062)  --> TIME: 2024-06-12 04:55:28 -- STEP: 324/330 -- GLOBAL_STEP: 368825 | > loss_disc: 2.473872661590576 (2.3704992628391865) | > loss_disc_real_0: 0.11979960650205612 (0.11972126288822403) | > loss_disc_real_1: 0.152452290058136 (0.19660190865397453) | > loss_disc_real_2: 0.17202995717525482 (0.21059504146745175) | > loss_disc_real_3: 0.24988943338394165 (0.22932116765482927) | > loss_disc_real_4: 0.23544281721115112 (0.23158027213296772) | > loss_disc_real_5: 0.20713795721530914 (0.22251975959465828) | > loss_0: 2.473872661590576 (2.3704992628391865) | > grad_norm_0: tensor(17.4788, device='cuda:0') (tensor(18.9559, device='cuda:0')) | > loss_gen: 2.302882194519043 (2.474372841693737) | > loss_kl: 2.287001371383667 (2.0365346254389975) | > loss_feat: 7.813014507293701 (7.021029626881635) | > loss_mel: 16.21003532409668 (16.97489560386282) | > loss_duration: 2.261089563369751 (2.0578006053412397) | > loss_1: 30.8740234375 (30.5646332870295) | > grad_norm_1: tensor(334.9873, device='cuda:0') (tensor(243.8838, device='cuda:0')) | > current_lr_0: 0.00017983876965838524 | > current_lr_1: 0.00017983876965838524 | > step_time: 0.6056 (0.40620926132908575) | > loader_time: 0.0085 (0.004967029447908753)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.572047233581543 (2.572047233581543) | > loss_disc_real_0: 0.17949441075325012 (0.17949441075325012) | > loss_disc_real_1: 0.17497898638248444 (0.17497898638248444) | > loss_disc_real_2: 0.2513057291507721 (0.2513057291507721) | > loss_disc_real_3: 0.217844620347023 (0.217844620347023) | > loss_disc_real_4: 0.30853062868118286 (0.30853062868118286) | > loss_disc_real_5: 0.2663109004497528 (0.2663109004497528) | > loss_0: 2.572047233581543 (2.572047233581543) | > loss_gen: 2.2160940170288086 (2.2160940170288086) | > loss_kl: 2.2041988372802734 (2.2041988372802734) | > loss_feat: 5.497020721435547 (5.497020721435547) | > loss_mel: 15.459210395812988 (15.459210395812988) | > loss_duration: 2.940546989440918 (2.940546989440918) | > loss_1: 28.317073822021484 (28.317073822021484)  --> STEP: 1 | > loss_disc: 2.456695079803467 (2.456695079803467) | > loss_disc_real_0: 0.14718225598335266 (0.14718225598335266) | > loss_disc_real_1: 0.1769593209028244 (0.1769593209028244) | > loss_disc_real_2: 0.1756323128938675 (0.1756323128938675) | > loss_disc_real_3: 0.2310975342988968 (0.2310975342988968) | > loss_disc_real_4: 0.3007179796695709 (0.3007179796695709) | > loss_disc_real_5: 0.27380508184432983 (0.27380508184432983) | > loss_0: 2.456695079803467 (2.456695079803467) | > loss_gen: 2.3066344261169434 (2.3066344261169434) | > loss_kl: 3.7588531970977783 (3.7588531970977783) | > loss_feat: 6.05804967880249 (6.05804967880249) | > loss_mel: 17.61665153503418 (17.61665153503418) | > loss_duration: 2.623654365539551 (2.623654365539551) | > loss_1: 32.36384582519531 (32.36384582519531)  --> STEP: 2 | > loss_disc: 2.288790225982666 (2.3727426528930664) | > loss_disc_real_0: 0.15063560009002686 (0.14890892803668976) | > loss_disc_real_1: 0.19518832862377167 (0.18607382476329803) | > loss_disc_real_2: 0.20240870118141174 (0.18902050703763962) | > loss_disc_real_3: 0.237622931599617 (0.2343602329492569) | > loss_disc_real_4: 0.24981774389743805 (0.2752678617835045) | > loss_disc_real_5: 0.23191781342029572 (0.2528614476323128) | > loss_0: 2.288790225982666 (2.3727426528930664) | > loss_gen: 2.4822280406951904 (2.394431233406067) | > loss_kl: 2.89270281791687 (3.325778007507324) | > loss_feat: 6.036449432373047 (6.0472495555877686) | > loss_mel: 18.78327751159668 (18.19996452331543) | > loss_duration: 2.61549973487854 (2.6195770502090454) | > loss_1: 32.810157775878906 (32.58700180053711)  --> STEP: 3 | > loss_disc: 2.1984453201293945 (2.3146435419718423) | > loss_disc_real_0: 0.04912871867418289 (0.11564885824918747) | > loss_disc_real_1: 0.22968360781669617 (0.20061041911443075) | > loss_disc_real_2: 0.25463807582855225 (0.21089302996794382) | > loss_disc_real_3: 0.2683180570602417 (0.2456795076529185) | > loss_disc_real_4: 0.24922065436840057 (0.26658545931180316) | > loss_disc_real_5: 0.19765368103981018 (0.23445885876814523) | > loss_0: 2.1984453201293945 (2.3146435419718423) | > loss_gen: 2.589449644088745 (2.459437370300293) | > loss_kl: 3.669426918029785 (3.4403276443481445) | > loss_feat: 6.917269706726074 (6.33725627263387) | > loss_mel: 18.269195556640625 (18.223041534423828) | > loss_duration: 2.316507339477539 (2.5185538132985434) | > loss_1: 33.76184844970703 (32.978617350260414)  --> STEP: 4 | > loss_disc: 2.5693540573120117 (2.3783211708068848) | > loss_disc_real_0: 0.1356811225414276 (0.1206569243222475) | > loss_disc_real_1: 0.2217240333557129 (0.20588882267475128) | > loss_disc_real_2: 0.2553446888923645 (0.222005944699049) | > loss_disc_real_3: 0.2731061279773712 (0.2525361627340317) | > loss_disc_real_4: 0.280305951833725 (0.27001558244228363) | > loss_disc_real_5: 0.2733630836009979 (0.2441849149763584) | > loss_0: 2.5693540573120117 (2.3783211708068848) | > loss_gen: 2.292757272720337 (2.417767345905304) | > loss_kl: 3.895977020263672 (3.5542399883270264) | > loss_feat: 5.444316864013672 (6.114021420478821) | > loss_mel: 16.559614181518555 (17.80718469619751) | > loss_duration: 2.41554594039917 (2.4928018450737) | > loss_1: 30.608211517333984 (32.38601589202881)  --> STEP: 5 | > loss_disc: 2.375296115875244 (2.3777161598205567) | > loss_disc_real_0: 0.18257856369018555 (0.13304125219583512) | > loss_disc_real_1: 0.12474902719259262 (0.18966086357831954) | > loss_disc_real_2: 0.1524505466222763 (0.20809486508369446) | > loss_disc_real_3: 0.23186805844306946 (0.24840254187583924) | > loss_disc_real_4: 0.24374070763587952 (0.26476060748100283) | > loss_disc_real_5: 0.29086068272590637 (0.253520068526268) | > loss_0: 2.375296115875244 (2.3777161598205567) | > loss_gen: 2.284423589706421 (2.3910985946655274) | > loss_kl: 2.775430679321289 (3.398478126525879) | > loss_feat: 5.368273735046387 (5.964871883392334) | > loss_mel: 18.459083557128906 (17.93756446838379) | > loss_duration: 2.385143756866455 (2.471270227432251) | > loss_1: 31.272354125976562 (32.16328353881836)  --> STEP: 6 | > loss_disc: 2.5065410137176514 (2.3991869688034058) | > loss_disc_real_0: 0.11822627484798431 (0.13057208930452666) | > loss_disc_real_1: 0.16899967193603516 (0.18621733163793883) | > loss_disc_real_2: 0.24383877217769623 (0.21405218293269476) | > loss_disc_real_3: 0.29368022084236145 (0.25594882170359295) | > loss_disc_real_4: 0.29539570212364197 (0.2698664565881093) | > loss_disc_real_5: 0.25924932956695557 (0.2544749453663826) | > loss_0: 2.5065410137176514 (2.3991869688034058) | > loss_gen: 2.31691575050354 (2.3787347873051963) | > loss_kl: 3.2248332500457764 (3.3695373137791953) | > loss_feat: 5.170530796051025 (5.832481702168782) | > loss_mel: 18.967981338500977 (18.10930061340332) | > loss_duration: 2.310271978378296 (2.4444371859232583) | > loss_1: 31.99053382873535 (32.13449192047119)  --> STEP: 7 | > loss_disc: 2.484217882156372 (2.4113342421395436) | > loss_disc_real_0: 0.09327805787324905 (0.12524437052862986) | > loss_disc_real_1: 0.19626203179359436 (0.18765228880303247) | > loss_disc_real_2: 0.21464946866035461 (0.2141375094652176) | > loss_disc_real_3: 0.25308406352996826 (0.2555395705359323) | > loss_disc_real_4: 0.224606454372406 (0.263400741985866) | > loss_disc_real_5: 0.23796643316745758 (0.25211658648082186) | > loss_0: 2.484217882156372 (2.4113342421395436) | > loss_gen: 2.2520201206207275 (2.360632692064558) | > loss_kl: 3.9775350093841553 (3.4563941274370467) | > loss_feat: 6.3840250968933105 (5.911273615700858) | > loss_mel: 17.82962417602539 (18.069346836635045) | > loss_duration: 2.627492904663086 (2.470588002886091) | > loss_1: 33.07069778442383 (32.268235615321565)  --> STEP: 8 | > loss_disc: 2.606095314025879 (2.4356793761253357) | > loss_disc_real_0: 0.24878545105457306 (0.14068700559437275) | > loss_disc_real_1: 0.2227240949869156 (0.19203626457601786) | > loss_disc_real_2: 0.2509622573852539 (0.21874060295522213) | > loss_disc_real_3: 0.269314706325531 (0.2572614625096321) | > loss_disc_real_4: 0.2580144703388214 (0.26272745802998543) | > loss_disc_real_5: 0.22646310925483704 (0.24890990182757375) | > loss_0: 2.606095314025879 (2.4356793761253357) | > loss_gen: 2.5139613151550293 (2.3797987699508667) | > loss_kl: 2.80916690826416 (3.375490725040436) | > loss_feat: 8.967598915100098 (6.293314278125763) | > loss_mel: 18.898414611816406 (18.172980308532715) | > loss_duration: 2.28080153465271 (2.4468646943569183) | > loss_1: 35.469940185546875 (32.66844868659973)  --> STEP: 9 | > loss_disc: 2.656501293182373 (2.4602151446872287) | > loss_disc_real_0: 0.16345497965812683 (0.14321678049034542) | > loss_disc_real_1: 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loss_disc_real_4: 0.29302677512168884 (0.2636201322078705) | > loss_disc_real_5: 0.35028356313705444 (0.26579651832580564) | > loss_0: 2.4367423057556152 (2.4578678607940674) | > loss_gen: 2.5575668811798096 (2.3868568897247315) | > loss_kl: 2.8873090744018555 (3.243186354637146) | > loss_feat: 6.460609436035156 (6.470350074768066) | > loss_mel: 18.590662002563477 (18.07722396850586) | > loss_duration: 2.419959783554077 (2.4223379850387574) | > loss_1: 32.916107177734375 (32.59995517730713)  --> STEP: 11 | > loss_disc: 2.5622215270996094 (2.467354557730935) | > loss_disc_real_0: 0.11296378821134567 (0.13461790843443436) | > loss_disc_real_1: 0.20701450109481812 (0.19597173753109845) | > loss_disc_real_2: 0.19085051119327545 (0.2218163406307047) | > loss_disc_real_3: 0.2272348552942276 (0.2577578764070164) | > loss_disc_real_4: 0.24277862906455994 (0.26172545010393317) | > loss_disc_real_5: 0.19980911910533905 (0.2597976638512178) | > loss_0: 2.5622215270996094 (2.467354557730935) | > loss_gen: 1.9550154209136963 (2.347598574378274) | > loss_kl: 3.86641526222229 (3.299843528053977) | > loss_feat: 5.322569370269775 (6.366006374359131) | > loss_mel: 15.421499252319336 (17.83579444885254) | > loss_duration: 2.4851551055908203 (2.4280486323616723) | > loss_1: 29.050655364990234 (32.277291558005594)  --> STEP: 12 | > loss_disc: 2.5965688228607178 (2.478122413158417) | > loss_disc_real_0: 0.10911960899829865 (0.1324930501480897) | > loss_disc_real_1: 0.28485751152038574 (0.20337888536353907) | > loss_disc_real_2: 0.27265968918800354 (0.22605328634381294) | > loss_disc_real_3: 0.3005417287349701 (0.2613231974343459) | > loss_disc_real_4: 0.3166811168193817 (0.2663050889968872) | > loss_disc_real_5: 0.2867366671562195 (0.2620425807933013) | > loss_0: 2.5965688228607178 (2.478122413158417) | > loss_gen: 2.594028949737549 (2.368134438991547) | > loss_kl: 2.140500545501709 (3.203231612841288) | > loss_feat: 5.633716106414795 (6.3049821853637695) | > loss_mel: 16.090538024902344 (17.690356413523357) | > loss_duration: 2.2880325317382812 (2.41638062397639) | > loss_1: 28.746814727783203 (31.98308515548706)  --> STEP: 13 | > loss_disc: 2.6410698890686035 (2.490656834382278) | > loss_disc_real_0: 0.14121393859386444 (0.13316388772084162) | > loss_disc_real_1: 0.3134128749370575 (0.21184303840765586) | > loss_disc_real_2: 0.30876073241233826 (0.23241539757985336) | > loss_disc_real_3: 0.29570287466049194 (0.26396778799020326) | > loss_disc_real_4: 0.2975192964076996 (0.268706181874642) | > loss_disc_real_5: 0.2958751320838928 (0.2646450847387314) | > loss_0: 2.6410698890686035 (2.490656834382278) | > loss_gen: 2.5571789741516113 (2.382676326311552) | > loss_kl: 3.9470555782318115 (3.2604488409482517) | > loss_feat: 7.0798420906066895 (6.364586793459379) | > loss_mel: 16.48806381225586 (17.59787236727201) | > loss_duration: 2.3369264602661133 (2.4102687652294454) | > loss_1: 32.40906524658203 (32.015852854802056)  --> STEP: 14 | > loss_disc: 2.618422508239746 (2.4997829539435257) | > loss_disc_real_0: 0.17526885867118835 (0.13617138564586637) | > loss_disc_real_1: 0.2607834041118622 (0.21533877881509916) | > loss_disc_real_2: 0.3215048611164093 (0.23877893068960734) | > loss_disc_real_3: 0.2785736322402954 (0.2650110625794956) | > loss_disc_real_4: 0.239833265542984 (0.266643830708095) | > loss_disc_real_5: 0.2803380787372589 (0.2657660128814833) | > loss_0: 2.618422508239746 (2.4997829539435257) | > loss_gen: 2.389289617538452 (2.383148704256331) | > loss_kl: 3.9483020305633545 (3.3095812116350447) | > loss_feat: 6.482697486877441 (6.373023271560669) | > loss_mel: 16.334369659423828 (17.507622173854283) | > loss_duration: 2.5200705528259277 (2.4181117500577654) | > loss_1: 31.67473030090332 (31.991486958095003)  --> STEP: 15 | > loss_disc: 2.7981505393981934 (2.5196741263071702) | > loss_disc_real_0: 0.1552773118019104 (0.1374451140562693) | > loss_disc_real_1: 0.24380621314048767 (0.21723660777012507) | > loss_disc_real_2: 0.2691101133823395 (0.24080100953578948) | > loss_disc_real_3: 0.2766197621822357 (0.2657849758863449) | > loss_disc_real_4: 0.24336962401866913 (0.2650922169288) | > loss_disc_real_5: 0.22998495399951935 (0.26338060895601906) | > loss_0: 2.7981505393981934 (2.5196741263071702) | > loss_gen: 2.207165479660034 (2.371416489283244) | > loss_kl: 3.422816038131714 (3.317130200068156) | > loss_feat: 5.393265247344971 (6.307706069946289) | > loss_mel: 17.93846321105957 (17.536344909667967) | > loss_duration: 2.3935680389404297 (2.416475502649943) | > loss_1: 31.355276107788086 (31.949072901407874)  --> STEP: 16 | > loss_disc: 2.737025737762451 (2.533258602023125) | > loss_disc_real_0: 0.1727590262889862 (0.1396522335708141) | > loss_disc_real_1: 0.24928651750087738 (0.2192397271282971) | > loss_disc_real_2: 0.23416399955749512 (0.2403861964121461) | > loss_disc_real_3: 0.2652985453605652 (0.2657545739784837) | > loss_disc_real_4: 0.3124849796295166 (0.26805426459759474) | > loss_disc_real_5: 0.31308841705322266 (0.2664873469620943) | > loss_0: 2.737025737762451 (2.533258602023125) | > loss_gen: 2.4532206058502197 (2.3765292465686803) | > loss_kl: 2.77638840675354 (3.2833338379859924) | > loss_feat: 8.499940872192383 (6.44472074508667) | > loss_mel: 17.49531364440918 (17.533780455589294) | > loss_duration: 2.398632287979126 (2.415360301733017) | > loss_1: 33.623497009277344 (32.05372440814972)  --> STEP: 17 | > loss_disc: 2.3952836990356445 (2.5251424312591557) | > loss_disc_real_0: 0.12345537543296814 (0.13869947720976433) | > loss_disc_real_1: 0.12789511680603027 (0.21386651475639903) | > loss_disc_real_2: 0.2156807780265808 (0.23893293650711284) | > loss_disc_real_3: 0.24132320284843445 (0.2643174345002455) | > loss_disc_real_4: 0.22456558048725128 (0.265496106708751) | > loss_disc_real_5: 0.23526136577129364 (0.26465052453910604) | > loss_0: 2.3952836990356445 (2.5251424312591557) | > loss_gen: 2.208341598510742 (2.3666358555064484) | > loss_kl: 2.3510875701904297 (3.228495822233312) | > loss_feat: 5.191498756408691 (6.371001804576201) | > loss_mel: 17.86829376220703 (17.55345770891975) | > loss_duration: 2.4644055366516113 (2.418245315551758) | > loss_1: 30.083627700805664 (31.937836366541244)  --> STEP: 18 | > loss_disc: 2.5334129333496094 (2.525601903597514) | > loss_disc_real_0: 0.16280391812324524 (0.14003861281606883) | > loss_disc_real_1: 0.1497105360031128 (0.2103022937145498) | > loss_disc_real_2: 0.26275041699409485 (0.24025612986750072) | > loss_disc_real_3: 0.2500213384628296 (0.2635232069426113) | > loss_disc_real_4: 0.23547598719596863 (0.2638283222913742) | > loss_disc_real_5: 0.2183631807565689 (0.2620790054400762) | > loss_0: 2.5334129333496094 (2.525601903597514) | > loss_gen: 2.358773708343506 (2.3661990695529513) | > loss_kl: 3.275408983230591 (3.2311021089553833) | > loss_feat: 9.260969161987305 (6.531555546654595) | > loss_mel: 18.732463836669922 (17.618958049350315) | > loss_duration: 2.2630228996276855 (2.4096218480004206) | > loss_1: 35.8906364440918 (32.15743637084961)  --> STEP: 19 | > loss_disc: 2.520419120788574 (2.5253291255549386) | > loss_disc_real_0: 0.2250629961490631 (0.14451358035991063) | > loss_disc_real_1: 0.22311249375343323 (0.21097651476922788) | > loss_disc_real_2: 0.2673662006855011 (0.24168297570002706) | > loss_disc_real_3: 0.1948997527360916 (0.2599114461948997) | > loss_disc_real_4: 0.29521843791007996 (0.2654804336397271) | > loss_disc_real_5: 0.25324898958206177 (0.26161426776333857) | > loss_0: 2.520419120788574 (2.5253291255549386) | > loss_gen: 2.3926541805267334 (2.3675914438147294) | > loss_kl: 2.1851987838745117 (3.1760545655300745) | > loss_feat: 6.021523475646973 (6.504711753443668) | > loss_mel: 16.966445922851562 (17.58461530585038) | > loss_duration: 2.363267660140991 (2.4071821539025557) | > loss_1: 29.92909049987793 (32.04015500921952)  --> STEP: 20 | > loss_disc: 2.483243465423584 (2.5232248425483705) | > loss_disc_real_0: 0.149290531873703 (0.14475242793560025) | > loss_disc_real_1: 0.1761789619922638 (0.20923663713037968) | > loss_disc_real_2: 0.23462693393230438 (0.24133017361164094) | > loss_disc_real_3: 0.22574064135551453 (0.25820290595293044) | > loss_disc_real_4: 0.24269074201583862 (0.2643409490585327) | > loss_disc_real_5: 0.22773097455501556 (0.25992010310292246) | > loss_0: 2.483243465423584 (2.5232248425483705) | > loss_gen: 2.2285680770874023 (2.360640275478363) | > loss_kl: 2.4437930583953857 (3.1394414901733403) | > loss_feat: 6.614612579345703 (6.510206794738769) | > loss_mel: 18.15906524658203 (17.613337802886964) | > loss_duration: 2.336190938949585 (2.4036325931549074) | > loss_1: 31.7822322845459 (32.02725887298584)  --> STEP: 21 | > loss_disc: 2.246634006500244 (2.5100538503556025) | > loss_disc_real_0: 0.07403023540973663 (0.1413847044819877) | > loss_disc_real_1: 0.1793946772813797 (0.20781559142328443) | > loss_disc_real_2: 0.20047256350517273 (0.23938457313038053) | > loss_disc_real_3: 0.23964986205101013 (0.25731942767188665) | > loss_disc_real_4: 0.23012065887451172 (0.2627114114307222) | > loss_disc_real_5: 0.20363152027130127 (0.2572396943966548) | > loss_0: 2.246634006500244 (2.5100538503556025) | > loss_gen: 2.289581060409546 (2.357256503332229) | > loss_kl: 3.3880856037139893 (3.151281686056228) | > loss_feat: 6.77756404876709 (6.522938092549642) | > loss_mel: 17.499420166015625 (17.607913153512136) | > loss_duration: 2.1921725273132324 (2.3935630662100658) | > loss_1: 32.14682388305664 (32.03295244489397)  --> STEP: 22 | > loss_disc: 2.3986668586730957 (2.504990805279125) | > loss_disc_real_0: 0.08346691727638245 (0.13875207779082382) | > loss_disc_real_1: 0.18603849411010742 (0.2068257233635946) | > loss_disc_real_2: 0.2170344740152359 (0.2383686595342376) | > loss_disc_real_3: 0.1884579360485077 (0.25418935987082397) | > loss_disc_real_4: 0.2949118912220001 (0.264175069603053) | > loss_disc_real_5: 0.21720612049102783 (0.25541998649185355) | > loss_0: 2.3986668586730957 (2.504990805279125) | > loss_gen: 2.218449831008911 (2.3509471091357144) | > loss_kl: 2.341646671295166 (3.1144800944761797) | > loss_feat: 7.195720195770264 (6.553519097241488) | > loss_mel: 18.239974975585938 (17.636643236333672) | > loss_duration: 2.201491355895996 (2.384832533923063) | > loss_1: 32.19728469848633 (32.04042209278453)  --> STEP: 23 | > loss_disc: 2.590790033340454 (2.5087212064991826) | > loss_disc_real_0: 0.2200234979391098 (0.14228561779727106) | > loss_disc_real_1: 0.22398173809051514 (0.20757163704737372) | > loss_disc_real_2: 0.29423484206199646 (0.24079762399196625) | > loss_disc_real_3: 0.29269012808799744 (0.25586330631504894) | > loss_disc_real_4: 0.27285319566726685 (0.26455237943193183) | > loss_disc_real_5: 0.22913283109664917 (0.25427706669206207) | > loss_0: 2.590790033340454 (2.5087212064991826) | > loss_gen: 2.3709042072296143 (2.3518148090528403) | > loss_kl: 2.7859859466552734 (3.1001977402230967) | > loss_feat: 6.133402347564697 (6.535253151603367) | > loss_mel: 17.064069747924805 (17.611748736837633) | > loss_duration: 2.312136650085449 (2.3816718433214277) | > loss_1: 30.666500091552734 (31.98068635360054)  --> STEP: 24 | > loss_disc: 2.532184362411499 (2.509698837995529) | > loss_disc_real_0: 0.2266472429037094 (0.14580068551003933) | > loss_disc_real_1: 0.2304336577653885 (0.20852422124395767) | > loss_disc_real_2: 0.2850428819656372 (0.24264117640753588) | > loss_disc_real_3: 0.2739764153957367 (0.25661801919341093) | > loss_disc_real_4: 0.2746971547603607 (0.2649750784039497) | > loss_disc_real_5: 0.27058225870132446 (0.254956449692448) | > loss_0: 2.532184362411499 (2.509698837995529) | > loss_gen: 2.548480272293091 (2.3600092033545175) | > loss_kl: 2.3879446983337402 (3.0705205301443734) | > loss_feat: 4.625193119049072 (6.455667316913605) | > loss_mel: 18.27667999267578 (17.63945420583089) | > loss_duration: 2.407945156097412 (2.3827665646870937) | > loss_1: 30.246244430541992 (31.908417940139767)  --> STEP: 25 | > loss_disc: 2.533200263977051 (2.51063889503479) | > loss_disc_real_0: 0.15996211767196655 (0.14636714279651641) | > loss_disc_real_1: 0.23826315999031067 (0.2097137787938118) | > loss_disc_real_2: 0.31994518637657166 (0.2457333368062973) | > loss_disc_real_3: 0.2421678602695465 (0.2560400128364564) | > loss_disc_real_4: 0.23628760874271393 (0.26382757961750025) | > loss_disc_real_5: 0.24096271395683289 (0.2543967002630234) | > loss_0: 2.533200263977051 (2.51063889503479) | > loss_gen: 2.359494686126709 (2.3599886226654054) | > loss_kl: 3.456670045852661 (3.085966510772705) | > loss_feat: 7.541249752044678 (6.499090614318848) | > loss_mel: 16.357879638671875 (17.58819122314453) | > loss_duration: 2.4674530029296875 (2.3861540222167976) | > loss_1: 32.18274688720703 (31.919391098022455)  --> STEP: 26 | > loss_disc: 2.687711715698242 (2.5174493881372304) | > loss_disc_real_0: 0.10739212483167648 (0.14486810364402258) | > loss_disc_real_1: 0.1712493598461151 (0.20823437806505424) | > loss_disc_real_2: 0.1686393767595291 (0.2427681844968062) | > loss_disc_real_3: 0.2608029842376709 (0.2562232040441954) | > loss_disc_real_4: 0.18510949611663818 (0.26079996102131325) | > loss_disc_real_5: 0.19814209640026093 (0.25223306165291715) | > loss_0: 2.687711715698242 (2.5174493881372304) | > loss_gen: 1.8830888271331787 (2.341646322837243) | > loss_kl: 2.6506707668304443 (3.0692243667749257) | > loss_feat: 7.832499027252197 (6.5503755532778225) | > loss_mel: 17.605932235717773 (17.588873569781963) | > loss_duration: 2.2833428382873535 (2.382199745911819) | > loss_1: 32.25553512573242 (31.93231971447284) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025500976122342623 (+2.3603439331054254e-05) | > avg_loss_disc: 2.5174493881372304 (+0.07437093441303011) | > avg_loss_disc_real_0: 0.14486810364402258 (+0.0025062463604486884) | > avg_loss_disc_real_1: 0.20823437806505424 (-0.007658165521346599) | > avg_loss_disc_real_2: 0.2427681844968062 (+0.00619230018212244) | > avg_loss_disc_real_3: 0.2562232040441954 (+0.005531731706399312) | > avg_loss_disc_real_4: 0.26079996102131325 (+0.020231852737756822) | > avg_loss_disc_real_5: 0.25223306165291715 (-0.025379258279617012) | > avg_loss_0: 2.5174493881372304 (+0.07437093441303011) | > avg_loss_gen: 2.341646322837243 (-0.1683922868508554) | > avg_loss_kl: 3.0692243667749257 (+0.09808744834019567) | > avg_loss_feat: 6.5503755532778225 (-0.3414079409379225) | > avg_loss_mel: 17.588873569781963 (+0.3424853911766661) | > avg_loss_duration: 2.382199745911819 (+0.022158659421481097) | > avg_loss_1: 31.93231971447284 (-0.047068375807555185)  > EPOCH: 851/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:55:52)   --> TIME: 2024-06-12 04:56:00 -- STEP: 19/330 -- GLOBAL_STEP: 368850 | > loss_disc: 2.253164291381836 (2.3357902075115002) | > loss_disc_real_0: 0.09282547235488892 (0.11403061724022816) | > loss_disc_real_1: 0.1550489068031311 (0.20325095559421338) | > loss_disc_real_2: 0.1699036806821823 (0.2040611395710393) | > loss_disc_real_3: 0.20785292983055115 (0.22590892958013634) | > loss_disc_real_4: 0.20436471700668335 (0.2265309989452362) | > loss_disc_real_5: 0.20674075186252594 (0.22017699872192584) | > loss_0: 2.253164291381836 (2.3357902075115002) | > grad_norm_0: tensor(5.7950, device='cuda:0') (tensor(7.9833, device='cuda:0')) | > loss_gen: 2.5309746265411377 (2.4770216941833496) | > loss_kl: 2.010387897491455 (1.8613904087167037) | > loss_feat: 8.318341255187988 (6.79954363170423) | > loss_mel: 17.330141067504883 (17.481041255750153) | > loss_duration: 1.9789988994598389 (2.047975031953109) | > loss_1: 32.168846130371094 (30.66697241130628) | > grad_norm_1: tensor(43.9049, device='cuda:0') (tensor(69.5418, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.3684 (0.3639406404997173) | > loader_time: 0.0034 (0.0033045567964252675)  --> TIME: 2024-06-12 04:56:09 -- STEP: 44/330 -- GLOBAL_STEP: 368875 | > loss_disc: 2.509159803390503 (2.3526154214685615) | > loss_disc_real_0: 0.1370101422071457 (0.11141464656049554) | > loss_disc_real_1: 0.2570098638534546 (0.2016678862273693) | > loss_disc_real_2: 0.2573825716972351 (0.20884618230841376) | > loss_disc_real_3: 0.23343577980995178 (0.22983478957956488) | > loss_disc_real_4: 0.23923951387405396 (0.2273667034777728) | > loss_disc_real_5: 0.24012918770313263 (0.222259848293933) | > loss_0: 2.509159803390503 (2.3526154214685615) | > grad_norm_0: tensor(13.4667, device='cuda:0') (tensor(8.8955, device='cuda:0')) | > loss_gen: 2.525635004043579 (2.5101192701946604) | > loss_kl: 1.8482674360275269 (1.881180768663233) | > loss_feat: 7.815611362457275 (6.986672694032842) | > loss_mel: 17.382631301879883 (17.369512774727564) | > loss_duration: 1.8941045999526978 (1.9975024217909032) | > loss_1: 31.46624755859375 (30.744987791234795) | > grad_norm_1: tensor(209.0527, device='cuda:0') (tensor(85.1125, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.358 (0.3637955784797668) | > loader_time: 0.0031 (0.003351347012953325)  --> TIME: 2024-06-12 04:56:18 -- STEP: 69/330 -- GLOBAL_STEP: 368900 | > loss_disc: 2.4324398040771484 (2.3557626786439316) | > loss_disc_real_0: 0.1313762664794922 (0.11114631312480872) | > loss_disc_real_1: 0.205887570977211 (0.20076095150864642) | > loss_disc_real_2: 0.21291686594486237 (0.20756961232510165) | > loss_disc_real_3: 0.2435828149318695 (0.22868074347143588) | > loss_disc_real_4: 0.2554187774658203 (0.22929588370565054) | > loss_disc_real_5: 0.2409909963607788 (0.2225704352924789) | > loss_0: 2.4324398040771484 (2.3557626786439316) | > grad_norm_0: tensor(10.8758, device='cuda:0') (tensor(9.3381, device='cuda:0')) | > loss_gen: 2.412078380584717 (2.4926918140356094) | > loss_kl: 1.8984954357147217 (1.909162568009418) | > loss_feat: 6.958374500274658 (6.956815719604492) | > loss_mel: 16.717060089111328 (17.317421263542727) | > loss_duration: 1.9384739398956299 (1.9845078043315723) | > loss_1: 29.924482345581055 (30.66059911423835) | > grad_norm_1: tensor(93.5985, device='cuda:0') (tensor(90.3087, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.3596 (0.3641781772392383) | > loader_time: 0.0037 (0.0035390128260073457)  --> TIME: 2024-06-12 04:56:28 -- STEP: 94/330 -- GLOBAL_STEP: 368925 | > loss_disc: 2.374223470687866 (2.3590725178414207) | > loss_disc_real_0: 0.11530514061450958 (0.11225261325214772) | > loss_disc_real_1: 0.21243047714233398 (0.19979409683257976) | > loss_disc_real_2: 0.2185128629207611 (0.20832582800946337) | > loss_disc_real_3: 0.23526868224143982 (0.22903707005242083) | > loss_disc_real_4: 0.2599720060825348 (0.23091995066150706) | > loss_disc_real_5: 0.2045600414276123 (0.22233247027752248) | > loss_0: 2.374223470687866 (2.3590725178414207) | > grad_norm_0: tensor(10.5952, device='cuda:0') (tensor(9.4794, device='cuda:0')) | > loss_gen: 2.545464038848877 (2.4854170921001044) | > loss_kl: 1.9355285167694092 (1.9268754188050614) | > loss_feat: 7.051479339599609 (6.945377431017287) | > loss_mel: 17.43545913696289 (17.265183134281887) | > loss_duration: 2.002896308898926 (1.9813065655688022) | > loss_1: 30.9708251953125 (30.60415953778206) | > grad_norm_1: tensor(117.8581, device='cuda:0') (tensor(90.5799, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.3752 (0.3643578569939796) | > loader_time: 0.0038 (0.003602905476346929)  --> TIME: 2024-06-12 04:56:37 -- STEP: 119/330 -- GLOBAL_STEP: 368950 | > loss_disc: 2.2354178428649902 (2.361974652073964) | > loss_disc_real_0: 0.10157307982444763 (0.11202361754008702) | > loss_disc_real_1: 0.1749977171421051 (0.19911436686495773) | > loss_disc_real_2: 0.19390735030174255 (0.20933500433168492) | > loss_disc_real_3: 0.219566211104393 (0.22939632344646615) | > loss_disc_real_4: 0.2259952425956726 (0.23146945688904835) | > loss_disc_real_5: 0.21479284763336182 (0.22263808235400864) | > loss_0: 2.2354178428649902 (2.361974652073964) | > grad_norm_0: tensor(6.4269, device='cuda:0') (tensor(9.2713, device='cuda:0')) | > loss_gen: 2.5858795642852783 (2.4776878877848145) | > loss_kl: 1.9693961143493652 (1.944827012655114) | > loss_feat: 7.635972023010254 (6.9731159610908575) | > loss_mel: 17.942747116088867 (17.253096949152578) | > loss_duration: 1.9898320436477661 (1.9841229725284737) | > loss_1: 32.12382888793945 (30.632850759169635) | > grad_norm_1: tensor(107.1153, device='cuda:0') (tensor(92.7306, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.3954 (0.36531115780357554) | > loader_time: 0.0039 (0.0037088213848466634)  --> TIME: 2024-06-12 04:56:47 -- STEP: 144/330 -- GLOBAL_STEP: 368975 | > loss_disc: 2.5011420249938965 (2.363021396928363) | > loss_disc_real_0: 0.09861447662115097 (0.11337983965252836) | > loss_disc_real_1: 0.17014016211032867 (0.19780688525901902) | > loss_disc_real_2: 0.17870840430259705 (0.20951317581865522) | > loss_disc_real_3: 0.21970149874687195 (0.22870773853113255) | > loss_disc_real_4: 0.2324371486902237 (0.23174263319621483) | > loss_disc_real_5: 0.21667715907096863 (0.2228281781491306) | > loss_0: 2.5011420249938965 (2.363021396928363) | > grad_norm_0: tensor(7.9600, device='cuda:0') (tensor(8.9225, device='cuda:0')) | > loss_gen: 2.391939878463745 (2.4686940262715034) | > loss_kl: 1.9914336204528809 (1.9549743450350232) | > loss_feat: 6.849009990692139 (6.931016544500988) | > loss_mel: 16.968393325805664 (17.225118789407937) | > loss_duration: 1.9789475202560425 (1.9892761939101749) | > loss_1: 30.179723739624023 (30.569079875946045) | > grad_norm_1: tensor(53.7640, device='cuda:0') (tensor(88.6168, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.39 (0.36716226239999133) | > loader_time: 0.0039 (0.003799913658036126)  --> TIME: 2024-06-12 04:56:56 -- STEP: 169/330 -- GLOBAL_STEP: 369000 | > loss_disc: 2.346571922302246 (2.367874345835849) | > loss_disc_real_0: 0.13478800654411316 (0.11500256482137025) | > loss_disc_real_1: 0.18426233530044556 (0.19772436324308607) | > loss_disc_real_2: 0.22150705754756927 (0.21014757039984303) | > loss_disc_real_3: 0.23353184759616852 (0.22980033575430425) | > loss_disc_real_4: 0.22192256152629852 (0.23241409544761366) | > loss_disc_real_5: 0.2078091949224472 (0.22371075694730297) | > loss_0: 2.346571922302246 (2.367874345835849) | > grad_norm_0: tensor(10.3272, device='cuda:0') (tensor(9.0832, device='cuda:0')) | > loss_gen: 2.3746349811553955 (2.4642784397982993) | > loss_kl: 1.939183235168457 (1.962595486076626) | > loss_feat: 6.442950248718262 (6.913405940377502) | > loss_mel: 16.954824447631836 (17.21758874633608) | > loss_duration: 2.0351991653442383 (1.9948214793346337) | > loss_1: 29.74679183959961 (30.552690088396243) | > grad_norm_1: tensor(95.9938, device='cuda:0') (tensor(90.5446, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.3857 (0.369164716562576) | > loader_time: 0.0055 (0.0038777357022437824) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_369000.pth  --> TIME: 2024-06-12 04:57:10 -- STEP: 194/330 -- GLOBAL_STEP: 369025 | > loss_disc: 2.382897138595581 (2.3719725350743706) | > loss_disc_real_0: 0.12687769532203674 (0.11564130374451273) | > loss_disc_real_1: 0.18918561935424805 (0.19742376318911914) | > loss_disc_real_2: 0.24962174892425537 (0.21056271820645972) | > loss_disc_real_3: 0.23324711620807648 (0.2300819373622383) | > loss_disc_real_4: 0.24816656112670898 (0.2332205071123605) | > loss_disc_real_5: 0.2384139895439148 (0.22449135365559883) | > loss_0: 2.382897138595581 (2.3719725350743706) | > grad_norm_0: tensor(23.3826, device='cuda:0') (tensor(9.6029, device='cuda:0')) | > loss_gen: 2.5161831378936768 (2.4603788422555044) | > loss_kl: 1.9920774698257446 (1.9757460669143914) | > loss_feat: 6.6502814292907715 (6.899373686190734) | > loss_mel: 16.958580017089844 (17.18430440942036) | > loss_duration: 2.0268571376800537 (2.0034585625854966) | > loss_1: 30.143980026245117 (30.523261591331245) | > grad_norm_1: tensor(161.6033, device='cuda:0') (tensor(99.7566, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.3866 (0.372341914275258) | > loader_time: 0.005 (0.003990388408149639)  --> TIME: 2024-06-12 04:57:21 -- STEP: 219/330 -- GLOBAL_STEP: 369050 | > loss_disc: 2.358766794204712 (2.3754210853141178) | > loss_disc_real_0: 0.10739977657794952 (0.11653628700400052) | > loss_disc_real_1: 0.1790720671415329 (0.19768464864661156) | > loss_disc_real_2: 0.1982683688402176 (0.21105766956392488) | > loss_disc_real_3: 0.23626139760017395 (0.2303492905206332) | > loss_disc_real_4: 0.21631555259227753 (0.23329906750759577) | > loss_disc_real_5: 0.24480663239955902 (0.22512742965460913) | > loss_0: 2.358766794204712 (2.3754210853141178) | > grad_norm_0: tensor(45.7226, device='cuda:0') (tensor(10.7929, device='cuda:0')) | > loss_gen: 2.5332298278808594 (2.4588186893288952) | > loss_kl: 2.181901216506958 (1.9837923877315433) | > loss_feat: 7.700730323791504 (6.904300848642986) | > loss_mel: 16.410987854003906 (17.128669390395345) | > loss_duration: 2.0697312355041504 (2.0116635816826665) | > loss_1: 30.89657974243164 (30.487244923909504) | > grad_norm_1: tensor(460.1324, device='cuda:0') (tensor(114.6815, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.4179 (0.376678844565126) | > loader_time: 0.005 (0.004134427466893302)  --> TIME: 2024-06-12 04:57:32 -- STEP: 244/330 -- GLOBAL_STEP: 369075 | > loss_disc: 2.3409595489501953 (2.372667125991132) | > loss_disc_real_0: 0.11008930951356888 (0.11757009479476781) | > loss_disc_real_1: 0.20855702459812164 (0.1975661408095086) | > loss_disc_real_2: 0.25838369131088257 (0.21130742834972555) | > loss_disc_real_3: 0.2188435047864914 (0.22998491222741174) | > loss_disc_real_4: 0.19988523423671722 (0.23243620051223723) | > loss_disc_real_5: 0.26135045289993286 (0.22331288768375507) | > loss_0: 2.3409595489501953 (2.372667125991132) | > grad_norm_0: tensor(45.8649, device='cuda:0') (tensor(12.8342, device='cuda:0')) | > loss_gen: 2.4892988204956055 (2.466273993742271) | > loss_kl: 2.081176280975342 (1.989846550050329) | > loss_feat: 6.817020416259766 (6.917177780729826) | > loss_mel: 16.374862670898438 (17.100359244424787) | > loss_duration: 2.0470712184906006 (2.0210846349841263) | > loss_1: 29.809431076049805 (30.494742221519594) | > grad_norm_1: tensor(410.8047, device='cuda:0') (tensor(137.4624, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.4525 (0.38247017977667647) | > loader_time: 0.0052 (0.004295194735292525)  --> TIME: 2024-06-12 04:57:43 -- STEP: 269/330 -- GLOBAL_STEP: 369100 | > loss_disc: 2.493482828140259 (2.3721563355187048) | > loss_disc_real_0: 0.06326039880514145 (0.11785769116368879) | > loss_disc_real_1: 0.19780172407627106 (0.19766503688792753) | > loss_disc_real_2: 0.1789790689945221 (0.2115115516137013) | > loss_disc_real_3: 0.21789632737636566 (0.23001435964080924) | > loss_disc_real_4: 0.22822050750255585 (0.23239994115545848) | > loss_disc_real_5: 0.18399187922477722 (0.2222612652526026) | > loss_0: 2.493482828140259 (2.3721563355187048) | > grad_norm_0: tensor(42.6319, device='cuda:0') (tensor(14.7659, device='cuda:0')) | > loss_gen: 2.248203754425049 (2.4748915739662145) | > loss_kl: 2.1115355491638184 (1.998290100948518) | > loss_feat: 6.852548599243164 (6.950135725581514) | > loss_mel: 16.764556884765625 (17.068580549445738) | > loss_duration: 2.1488866806030273 (2.0297900088214518) | > loss_1: 30.125732421875 (30.521687979148666) | > grad_norm_1: tensor(414.9894, device='cuda:0') (tensor(167.4863, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.4466 (0.38857384153458274) | > loader_time: 0.0063 (0.004466597475526941)  --> TIME: 2024-06-12 04:57:55 -- STEP: 294/330 -- GLOBAL_STEP: 369125 | > loss_disc: 2.407121419906616 (2.3764303087377208) | > loss_disc_real_0: 0.09757526963949203 (0.11898933799595249) | > loss_disc_real_1: 0.22135555744171143 (0.19827353923904648) | > loss_disc_real_2: 0.21688546240329742 (0.21165727433704193) | > loss_disc_real_3: 0.24823881685733795 (0.23052856777192784) | > loss_disc_real_4: 0.22788667678833008 (0.23266071136914143) | > loss_disc_real_5: 0.23336926102638245 (0.22257730091104702) | > loss_0: 2.407121419906616 (2.3764303087377208) | > grad_norm_0: tensor(18.8379, device='cuda:0') (tensor(16.0294, device='cuda:0')) | > loss_gen: 2.422823190689087 (2.472454907942792) | > loss_kl: 2.0780155658721924 (2.0029739725346474) | > loss_feat: 6.9370951652526855 (6.943166288388831) | > loss_mel: 16.119924545288086 (17.0229070170396) | > loss_duration: 2.1892309188842773 (2.0401248988651086) | > loss_1: 29.747089385986328 (30.481627100989932) | > grad_norm_1: tensor(128.7663, device='cuda:0') (tensor(187.4424, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.4693 (0.39382703206977077) | > loader_time: 0.0077 (0.00462619706886966)  --> TIME: 2024-06-12 04:58:08 -- STEP: 319/330 -- GLOBAL_STEP: 369150 | > loss_disc: 2.383554220199585 (2.3784725740785495) | > loss_disc_real_0: 0.12681591510772705 (0.11975952613876904) | > loss_disc_real_1: 0.2008892148733139 (0.1985799956564619) | > loss_disc_real_2: 0.2213609218597412 (0.21208313420461636) | > loss_disc_real_3: 0.23433177173137665 (0.2303009261625314) | > loss_disc_real_4: 0.2383076697587967 (0.23230163799744788) | > loss_disc_real_5: 0.23813720047473907 (0.2223935184714189) | > loss_0: 2.383554220199585 (2.3784725740785495) | > grad_norm_0: tensor(35.2150, device='cuda:0') (tensor(17.5525, device='cuda:0')) | > loss_gen: 2.6684796810150146 (2.47016697841752) | > loss_kl: 2.002082109451294 (2.0086623579730816) | > loss_feat: 8.44694709777832 (6.95780404458599) | > loss_mel: 17.139144897460938 (16.973270057510806) | > loss_duration: 2.2381467819213867 (2.054222501557448) | > loss_1: 32.49480056762695 (30.464125947145085) | > grad_norm_1: tensor(386.4967, device='cuda:0') (tensor(208.8192, device='cuda:0')) | > current_lr_0: 0.00017981628981217793 | > current_lr_1: 0.00017981628981217793 | > step_time: 0.5568 (0.4029604768304617) | > loader_time: 0.0086 (0.004892148941661871)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.475053548812866 (2.475053548812866) | > loss_disc_real_0: 0.13997206091880798 (0.13997206091880798) | > loss_disc_real_1: 0.1539352536201477 (0.1539352536201477) | > loss_disc_real_2: 0.2996973991394043 (0.2996973991394043) | > loss_disc_real_3: 0.2265065759420395 (0.2265065759420395) | > loss_disc_real_4: 0.2608201205730438 (0.2608201205730438) | > loss_disc_real_5: 0.27285194396972656 (0.27285194396972656) | > loss_0: 2.475053548812866 (2.475053548812866) | > loss_gen: 2.4028234481811523 (2.4028234481811523) | > loss_kl: 1.8211535215377808 (1.8211535215377808) | > loss_feat: 8.127985000610352 (8.127985000610352) | > loss_mel: 17.646337509155273 (17.646337509155273) | > loss_duration: 2.918938636779785 (2.918938636779785) | > loss_1: 32.917236328125 (32.917236328125)  --> STEP: 1 | > loss_disc: 2.3576431274414062 (2.3576431274414062) | > loss_disc_real_0: 0.0761459618806839 (0.0761459618806839) | > loss_disc_real_1: 0.3119453489780426 (0.3119453489780426) | > loss_disc_real_2: 0.24425098299980164 (0.24425098299980164) | > loss_disc_real_3: 0.20783573389053345 (0.20783573389053345) | > loss_disc_real_4: 0.19261829555034637 (0.19261829555034637) | > loss_disc_real_5: 0.19996167719364166 (0.19996167719364166) | > loss_0: 2.3576431274414062 (2.3576431274414062) | > loss_gen: 2.420448064804077 (2.420448064804077) | > loss_kl: 2.8548099994659424 (2.8548099994659424) | > loss_feat: 6.818660259246826 (6.818660259246826) | > loss_mel: 17.57586669921875 (17.57586669921875) | > loss_duration: 2.4234673976898193 (2.4234673976898193) | > loss_1: 32.0932502746582 (32.0932502746582)  --> STEP: 2 | > loss_disc: 2.4354546070098877 (2.396548867225647) | > loss_disc_real_0: 0.07298067957162857 (0.07456332072615623) | > loss_disc_real_1: 0.1569470912218094 (0.234446220099926) | > loss_disc_real_2: 0.20885494351387024 (0.22655296325683594) | > loss_disc_real_3: 0.20836317539215088 (0.20809945464134216) | > loss_disc_real_4: 0.2722919285297394 (0.23245511204004288) | > loss_disc_real_5: 0.3188919723033905 (0.2594268247485161) | > loss_0: 2.4354546070098877 (2.396548867225647) | > loss_gen: 2.305072784423828 (2.3627604246139526) | > loss_kl: 3.395150661468506 (3.124980330467224) | > loss_feat: 6.53877592086792 (6.678718090057373) | > loss_mel: 19.351285934448242 (18.463576316833496) | > loss_duration: 2.6062207221984863 (2.514844059944153) | > loss_1: 34.19650650024414 (33.14487838745117)  --> STEP: 3 | > loss_disc: 2.497465133666992 (2.4301876227060952) | > loss_disc_real_0: 0.14553454518318176 (0.09822039554516475) | > loss_disc_real_1: 0.2242494523525238 (0.2310472975174586) | > loss_disc_real_2: 0.19105306267738342 (0.2147196630636851) | > loss_disc_real_3: 0.21095331013202667 (0.20905073980490366) | > loss_disc_real_4: 0.20691947638988495 (0.22394323348999023) | > loss_disc_real_5: 0.17388810217380524 (0.23091391722361246) | > loss_0: 2.497465133666992 (2.4301876227060952) | > loss_gen: 2.0897653102874756 (2.2717620531717935) | > loss_kl: 2.869905710220337 (3.039955457051595) | > loss_feat: 6.426759719848633 (6.59473196665446) | > loss_mel: 16.009157180786133 (17.645436604817707) | > loss_duration: 2.4270997047424316 (2.485595941543579) | > loss_1: 29.82268714904785 (32.0374813079834)  --> STEP: 4 | > loss_disc: 2.6154706478118896 (2.476508378982544) | > loss_disc_real_0: 0.23160770535469055 (0.1315672229975462) | > loss_disc_real_1: 0.18847006559371948 (0.22040298953652382) | > loss_disc_real_2: 0.18983377516269684 (0.20849819108843803) | > loss_disc_real_3: 0.27660027146339417 (0.2259381227195263) | > loss_disc_real_4: 0.2305297553539276 (0.22558986395597458) | > loss_disc_real_5: 0.23446425795555115 (0.23180150240659714) | > loss_0: 2.6154706478118896 (2.476508378982544) | > loss_gen: 2.3279380798339844 (2.2858060598373413) | > loss_kl: 3.437551975250244 (3.1393545866012573) | > loss_feat: 5.125764846801758 (6.227490186691284) | > loss_mel: 17.403472900390625 (17.584945678710938) | > loss_duration: 2.4127464294433594 (2.467383563518524) | > loss_1: 30.707473754882812 (31.704979419708252)  --> STEP: 5 | > loss_disc: 2.4930520057678223 (2.4798171043396) | > loss_disc_real_0: 0.17261195182800293 (0.13977616876363755) | > loss_disc_real_1: 0.24284552037715912 (0.2248914957046509) | > loss_disc_real_2: 0.25854817032814026 (0.21850818693637847) | > loss_disc_real_3: 0.2680295705795288 (0.2343564122915268) | > loss_disc_real_4: 0.2258320450782776 (0.22563830018043518) | > loss_disc_real_5: 0.28287503123283386 (0.2420162081718445) | > loss_0: 2.4930520057678223 (2.4798171043396) | > loss_gen: 2.7051174640655518 (2.3696683406829835) | > loss_kl: 3.2152154445648193 (3.1545267581939695) | > loss_feat: 6.3865966796875 (6.259311485290527) | > loss_mel: 18.337675094604492 (17.73549156188965) | > loss_duration: 2.4088997840881348 (2.4556868076324463) | > loss_1: 33.053504943847656 (31.974684524536134)  --> STEP: 6 | > loss_disc: 2.516989231109619 (2.4860124588012695) | > loss_disc_real_0: 0.15528437495231628 (0.142360869795084) | > loss_disc_real_1: 0.3290989100933075 (0.24225939810276031) | > loss_disc_real_2: 0.2399480640888214 (0.22208149979511896) | > loss_disc_real_3: 0.22777804732322693 (0.2332600181301435) | > loss_disc_real_4: 0.23073087632656097 (0.22648706287145615) | > loss_disc_real_5: 0.2359125167131424 (0.2409989262620608) | > loss_0: 2.516989231109619 (2.4860124588012695) | > loss_gen: 2.4085094928741455 (2.3761418660481772) | > loss_kl: 3.147007465362549 (3.1532735427220664) | > loss_feat: 6.417776107788086 (6.285722255706787) | > loss_mel: 18.831850051879883 (17.91821797688802) | > loss_duration: 2.173874616622925 (2.4087181091308594) | > loss_1: 32.97901916503906 (32.14207363128662)  --> STEP: 7 | > loss_disc: 2.3241782188415527 (2.4628932816641673) | > loss_disc_real_0: 0.10988003760576248 (0.13772075091089522) | > loss_disc_real_1: 0.1713254302740097 (0.23212597412722452) | > loss_disc_real_2: 0.24061281979084015 (0.22472883122307913) | > loss_disc_real_3: 0.2193557471036911 (0.23127369369779313) | > loss_disc_real_4: 0.20258046686649323 (0.22307183487074717) | > loss_disc_real_5: 0.26412367820739746 (0.24430246225425176) | > loss_0: 2.3241782188415527 (2.4628932816641673) | > loss_gen: 2.496492862701416 (2.3933348655700684) | > loss_kl: 3.8805079460144043 (3.257164171763829) | > loss_feat: 6.332977771759033 (6.292473043714251) | > loss_mel: 20.05199432373047 (18.223043169294083) | > loss_duration: 2.5300469398498535 (2.4260507992335727) | > loss_1: 35.292022705078125 (32.59206635611398)  --> STEP: 8 | > loss_disc: 2.5377204418182373 (2.472246676683426) | > loss_disc_real_0: 0.14279817044734955 (0.138355428352952) | > loss_disc_real_1: 0.20383282005786896 (0.22858932986855507) | > loss_disc_real_2: 0.28512880206108093 (0.23227882757782936) | > loss_disc_real_3: 0.23388658463954926 (0.23160030506551266) | > loss_disc_real_4: 0.25240200757980347 (0.2267381064593792) | > loss_disc_real_5: 0.27060773968696594 (0.24759062193334103) | > loss_0: 2.5377204418182373 (2.472246676683426) | > loss_gen: 2.351292848587036 (2.3880796134471893) | > loss_kl: 3.3141517639160156 (3.264287620782852) | > loss_feat: 9.061579704284668 (6.638611376285553) | > loss_mel: 18.81050682067871 (18.296476125717163) | > loss_duration: 2.2193603515625 (2.4002144932746887) | > loss_1: 35.75688934326172 (32.987669229507446)  --> STEP: 9 | > loss_disc: 2.333570718765259 (2.4568382369147406) | > loss_disc_real_0: 0.10475130379199982 (0.13462163673506844) | > loss_disc_real_1: 0.21890434622764587 (0.22751322057512072) | > loss_disc_real_2: 0.2468939870595932 (0.23390273418691424) | > loss_disc_real_3: 0.1907597929239273 (0.22706247038311428) | > loss_disc_real_4: 0.1850423961877823 (0.2221052497625351) | > loss_disc_real_5: 0.26455849409103394 (0.24947594106197357) | > loss_0: 2.333570718765259 (2.4568382369147406) | > loss_gen: 2.406369209289551 (2.390111790763007) | > loss_kl: 2.8141157627105713 (3.214268525441488) | > loss_feat: 9.801870346069336 (6.990084595150417) | > loss_mel: 18.180892944335938 (18.283633550008137) | > loss_duration: 2.182352066040039 (2.376007556915283) | > loss_1: 35.385597229003906 (33.25410567389594)  --> STEP: 10 | > loss_disc: 2.542811393737793 (2.4654355525970457) | > loss_disc_real_0: 0.18237817287445068 (0.13939729034900666) | > loss_disc_real_1: 0.20262108743190765 (0.2250240072607994) | > loss_disc_real_2: 0.30223825573921204 (0.240736286342144) | > loss_disc_real_3: 0.23827433586120605 (0.22818365693092346) | > loss_disc_real_4: 0.20757313072681427 (0.220652037858963) | > loss_disc_real_5: 0.2592172920703888 (0.2504500761628151) | > loss_0: 2.542811393737793 (2.4654355525970457) | > loss_gen: 2.2996280193328857 (2.3810634136199953) | > loss_kl: 3.2536230087280273 (3.218203973770142) | > loss_feat: 5.3914642333984375 (6.83022255897522) | > loss_mel: 17.965900421142578 (18.251860237121583) | > loss_duration: 2.3580470085144043 (2.3742115020751955) | > loss_1: 31.26866340637207 (33.05556144714355)  --> STEP: 11 | > loss_disc: 2.5201125144958496 (2.470406185496937) | > loss_disc_real_0: 0.19942930340766907 (0.14485474608161233) | > loss_disc_real_1: 0.16570329666137695 (0.21963121538812463) | > loss_disc_real_2: 0.17786620557308197 (0.23502082445404746) | > loss_disc_real_3: 0.23890374600887299 (0.22915821048346433) | > loss_disc_real_4: 0.2145116776227951 (0.22009382329203867) | > loss_disc_real_5: 0.27041029930114746 (0.2522646419026635) | > loss_0: 2.5201125144958496 (2.470406185496937) | > loss_gen: 2.2190792560577393 (2.3663375811143355) | > loss_kl: 3.4557907581329346 (3.239802772348577) | > loss_feat: 5.744653701782227 (6.731534481048584) | > loss_mel: 17.305217742919922 (18.165801828557793) | > loss_duration: 2.4922127723693848 (2.384938890283758) | > loss_1: 31.21695327758789 (32.88841524991122)  --> STEP: 12 | > loss_disc: 2.332831859588623 (2.458941658337911) | > loss_disc_real_0: 0.081915944814682 (0.1396098459760348) | > loss_disc_real_1: 0.19173544645309448 (0.21730656797687212) | > loss_disc_real_2: 0.25086691975593567 (0.2363413323958715) | > loss_disc_real_3: 0.2322297990322113 (0.2294141761958599) | > loss_disc_real_4: 0.1733158677816391 (0.21619566033283869) | > loss_disc_real_5: 0.1882234662771225 (0.24692787726720175) | > loss_0: 2.332831859588623 (2.458941658337911) | > loss_gen: 2.172377586364746 (2.3501742482185364) | > loss_kl: 2.6693949699401855 (3.1922687888145447) | > loss_feat: 5.11447811126709 (6.5967797835667925) | > loss_mel: 16.100370407104492 (17.993682543436684) | > loss_duration: 2.2758917808532715 (2.375851631164551) | > loss_1: 28.3325138092041 (32.50875679651896)  --> STEP: 13 | > loss_disc: 2.4347891807556152 (2.457083775446965) | > loss_disc_real_0: 0.19026342034339905 (0.14350627477352434) | > loss_disc_real_1: 0.21861965954303741 (0.2174075750204233) | > loss_disc_real_2: 0.24048440158367157 (0.23666003002570227) | > loss_disc_real_3: 0.23658986389636993 (0.2299661521728222) | > loss_disc_real_4: 0.23157937824726105 (0.21737902324933273) | > loss_disc_real_5: 0.24004581570625305 (0.24639848791635954) | > loss_0: 2.4347891807556152 (2.457083775446965) | > loss_gen: 2.386294364929199 (2.352952718734741) | > loss_kl: 3.683586835861206 (3.230062484741211) | > loss_feat: 5.073159694671631 (6.479578238267165) | > loss_mel: 14.922000885009766 (17.757399338942307) | > loss_duration: 2.287740707397461 (2.3690738677978516) | > loss_1: 28.352781295776367 (32.18906637338492)  --> STEP: 14 | > loss_disc: 2.4781439304351807 (2.4585880722318376) | > loss_disc_real_0: 0.11796124279499054 (0.1416816296322005) | > loss_disc_real_1: 0.30224210023880005 (0.22346718396459306) | > loss_disc_real_2: 0.26582595705986023 (0.2387433105281421) | > loss_disc_real_3: 0.2382131814956665 (0.23055522569588252) | > loss_disc_real_4: 0.20659030973911285 (0.2166084008557456) | > loss_disc_real_5: 0.26011306047439575 (0.24737810024193355) | > loss_0: 2.4781439304351807 (2.4585880722318376) | > loss_gen: 2.4646735191345215 (2.360932775906154) | > loss_kl: 3.815105676651001 (3.271851284163339) | > loss_feat: 6.786629676818848 (6.501510483878) | > loss_mel: 17.076797485351562 (17.708784920828684) | > loss_duration: 2.4164390563964844 (2.3724570955548967) | > loss_1: 32.55964660644531 (32.215536390032085)  --> STEP: 15 | > loss_disc: 2.6055080890655518 (2.468382740020752) | > loss_disc_real_0: 0.15431183576583862 (0.14252364337444304) | > loss_disc_real_1: 0.28830674290657043 (0.22778982122739155) | > loss_disc_real_2: 0.2974567711353302 (0.242657541235288) | > loss_disc_real_3: 0.23106978833675385 (0.23058952987194062) | > loss_disc_real_4: 0.18642756342887878 (0.2145963450272878) | > loss_disc_real_5: 0.17305585741996765 (0.24242328405380248) | > loss_0: 2.6055080890655518 (2.468382740020752) | > loss_gen: 2.1829335689544678 (2.349066162109375) | > loss_kl: 3.244903326034546 (3.270054753621419) | > loss_feat: 7.8442702293396 (6.591027800242106) | > loss_mel: 16.855426788330078 (17.65189437866211) | > loss_duration: 2.3878579139709473 (2.3734838167826333) | > loss_1: 32.5153923034668 (32.23552678426107)  --> STEP: 16 | > loss_disc: 2.6120529174804688 (2.4773621261119843) | > loss_disc_real_0: 0.12434142827987671 (0.14138725493103263) | > loss_disc_real_1: 0.27509504556655884 (0.23074639774858952) | > loss_disc_real_2: 0.1946658045053482 (0.23965805768966675) | > loss_disc_real_3: 0.2217518538236618 (0.2300371751189232) | > loss_disc_real_4: 0.22543585300445557 (0.2152738142758608) | > loss_disc_real_5: 0.2348013073205948 (0.241946910507977) | > loss_0: 2.6120529174804688 (2.4773621261119843) | > loss_gen: 2.0715959072113037 (2.3317242711782455) | > loss_kl: 3.3214070796966553 (3.2732642740011215) | > loss_feat: 6.159006118774414 (6.564026445150375) | > loss_mel: 17.357805252075195 (17.633513808250427) | > loss_duration: 2.3656928539276123 (2.3729968816041946) | > loss_1: 31.2755069732666 (32.175525546073914)  --> STEP: 17 | > loss_disc: 2.4902474880218506 (2.4781200885772705) | > loss_disc_real_0: 0.17607460916042328 (0.1434276875327615) | > loss_disc_real_1: 0.19733718037605286 (0.22878114966785207) | > loss_disc_real_2: 0.26521316170692444 (0.2411612991024466) | > loss_disc_real_3: 0.28427383303642273 (0.23322756676112905) | > loss_disc_real_4: 0.27639928460121155 (0.218869430177352) | > loss_disc_real_5: 0.322457879781723 (0.24668284987702088) | > loss_0: 2.4902474880218506 (2.4781200885772705) | > loss_gen: 2.6192963123321533 (2.3486402735990635) | > loss_kl: 2.526249885559082 (3.22932225115159) | > loss_feat: 5.670153617858887 (6.511445690603817) | > loss_mel: 15.718191146850586 (17.520847769344556) | > loss_duration: 2.452024459838867 (2.3776455626768223) | > loss_1: 28.985916137695312 (31.987901463228113)  --> STEP: 18 | > loss_disc: 2.3117611408233643 (2.4688779248131647) | > loss_disc_real_0: 0.06855110824108124 (0.1392678775721126) | > loss_disc_real_1: 0.1676340401172638 (0.22538408802615273) | > loss_disc_real_2: 0.19662390649318695 (0.23868699951304329) | > loss_disc_real_3: 0.12979373335838318 (0.22748124268319872) | > loss_disc_real_4: 0.24894443154335022 (0.22054026358657414) | > loss_disc_real_5: 0.3132654130458832 (0.2503818811641799) | > loss_0: 2.3117611408233643 (2.4688779248131647) | > loss_gen: 2.2268497943878174 (2.3418741358651056) | > loss_kl: 2.739006519317627 (3.202082488271925) | > loss_feat: 9.025167465209961 (6.651096900304158) | > loss_mel: 19.143775939941406 (17.611010445488823) | > loss_duration: 2.274712085723877 (2.3719270361794367) | > loss_1: 35.40951156616211 (32.17799091339111)  --> STEP: 19 | > loss_disc: 2.2710070610046387 (2.458463668823242) | > loss_disc_real_0: 0.10860437154769897 (0.13765400883398557) | > loss_disc_real_1: 0.29032546281814575 (0.22880205512046814) | > loss_disc_real_2: 0.23669664561748505 (0.23858224404485603) | > loss_disc_real_3: 0.21845951676368713 (0.2270064150032244) | > loss_disc_real_4: 0.197581484913826 (0.21933190681432424) | > loss_disc_real_5: 0.22095699608325958 (0.24883320300202622) | > loss_0: 2.2710070610046387 (2.458463668823242) | > loss_gen: 2.609998941421509 (2.3559859677364954) | > loss_kl: 1.947754144668579 (3.136065207029644) | > loss_feat: 9.712937355041504 (6.812246397921913) | > loss_mel: 17.99854850769043 (17.631407185604697) | > loss_duration: 2.3548502922058105 (2.371028260180825) | > loss_1: 34.62409210205078 (32.306733081215306)  --> STEP: 20 | > loss_disc: 2.5182013511657715 (2.4614505529403687) | > loss_disc_real_0: 0.15964347124099731 (0.13875348195433618) | > loss_disc_real_1: 0.186964750289917 (0.2267101898789406) | > loss_disc_real_2: 0.3086426258087158 (0.242085263133049) | > loss_disc_real_3: 0.2197709083557129 (0.22664463967084886) | > loss_disc_real_4: 0.2777533233165741 (0.22225297763943672) | > loss_disc_real_5: 0.24754631519317627 (0.2487688586115837) | > loss_0: 2.5182013511657715 (2.4614505529403687) | > loss_gen: 2.3683900833129883 (2.35660617351532) | > loss_kl: 2.575357437133789 (3.108029818534851) | > loss_feat: 5.804524898529053 (6.761860322952271) | > loss_mel: 17.231809616088867 (17.611427307128906) | > loss_duration: 2.3260512351989746 (2.368779408931732) | > loss_1: 30.306135177612305 (32.206703186035156)  --> STEP: 21 | > loss_disc: 2.5454273223876953 (2.4654494467235746) | > loss_disc_real_0: 0.12392042577266693 (0.13804714594568526) | > loss_disc_real_1: 0.23469458520412445 (0.22709039918013982) | > loss_disc_real_2: 0.2807998061180115 (0.2439288127989996) | > loss_disc_real_3: 0.2142876535654068 (0.22605621176106588) | > loss_disc_real_4: 0.21002642810344696 (0.22167076099486577) | > loss_disc_real_5: 0.23659378290176392 (0.2481890931015923) | > loss_0: 2.5454273223876953 (2.4654494467235746) | > loss_gen: 2.179823637008667 (2.3481879574911937) | > loss_kl: 2.883925676345825 (3.097358192716326) | > loss_feat: 6.461848258972168 (6.747574034191313) | > loss_mel: 17.151508331298828 (17.58952640351795) | > loss_duration: 2.1697986125946045 (2.3593041329156783) | > loss_1: 30.84690284729004 (32.14195078895206)  --> STEP: 22 | > loss_disc: 2.522184133529663 (2.4680282961238516) | > loss_disc_real_0: 0.0959341824054718 (0.13613292033022104) | > loss_disc_real_1: 0.24526315927505493 (0.2279164337299087) | > loss_disc_real_2: 0.31745001673698425 (0.24727068570527164) | > loss_disc_real_3: 0.1836501955986023 (0.224128665571863) | > loss_disc_real_4: 0.23895606398582458 (0.22245645658536392) | > loss_disc_real_5: 0.259807825088501 (0.2487172172828154) | > loss_0: 2.522184133529663 (2.4680282961238516) | > loss_gen: 2.226912021636963 (2.342675414952365) | > loss_kl: 2.4269063472747803 (3.0668831088326196) | > loss_feat: 6.74286413192749 (6.747359947724775) | > loss_mel: 17.3244686126709 (17.577478322115812) | > loss_duration: 2.205151081085205 (2.3522971760142934) | > loss_1: 30.926301956176758 (32.08669402382591)  --> STEP: 23 | > loss_disc: 2.524212598800659 (2.470471091892408) | > loss_disc_real_0: 0.18141311407089233 (0.1381016244059024) | > loss_disc_real_1: 0.23237000405788422 (0.22811006722242935) | > loss_disc_real_2: 0.24419957399368286 (0.2471371591091156) | > loss_disc_real_3: 0.24537117779254913 (0.22505225305971893) | > loss_disc_real_4: 0.21583455801010132 (0.22216854795165683) | > loss_disc_real_5: 0.25862473249435425 (0.2491479788137519) | > loss_0: 2.524212598800659 (2.470471091892408) | > loss_gen: 2.4592628479003906 (2.3477444337761924) | > loss_kl: 2.5295560359954834 (3.0435210621875264) | > loss_feat: 6.344054698944092 (6.729824936908225) | > loss_mel: 15.962830543518066 (17.507276244785476) | > loss_duration: 2.3154306411743164 (2.350694283195164) | > loss_1: 29.611133575439453 (31.979060960852593)  --> STEP: 24 | > loss_disc: 2.5180070400238037 (2.472451756397883) | > loss_disc_real_0: 0.21477243304252625 (0.1412962414324284) | > loss_disc_real_1: 0.22019515931606293 (0.22778027939299741) | > loss_disc_real_2: 0.23348648846149445 (0.24656838116546473) | > loss_disc_real_3: 0.24140571057796478 (0.22573364712297916) | > loss_disc_real_4: 0.18458768725395203 (0.22060267875591913) | > loss_disc_real_5: 0.24567732214927673 (0.24900336811939874) | > loss_0: 2.5180070400238037 (2.472451756397883) | > loss_gen: 2.35124135017395 (2.347890138626099) | > loss_kl: 2.931823253631592 (3.0388669868310294) | > loss_feat: 4.99083948135376 (6.657367209593455) | > loss_mel: 13.714742660522461 (17.349254012107853) | > loss_duration: 2.4109952449798584 (2.353206823269526) | > loss_1: 26.399642944335938 (31.746585210164397)  --> STEP: 25 | > loss_disc: 2.5314853191375732 (2.474813098907471) | > loss_disc_real_0: 0.10094140470027924 (0.13968204796314243) | > loss_disc_real_1: 0.30922412872314453 (0.23103803336620332) | > loss_disc_real_2: 0.22663180530071259 (0.24577091813087462) | > loss_disc_real_3: 0.2132919877767563 (0.22523598074913026) | > loss_disc_real_4: 0.19689011573791504 (0.21965417623519898) | > loss_disc_real_5: 0.18893574178218842 (0.24660066306591033) | > loss_0: 2.5314853191375732 (2.474813098907471) | > loss_gen: 2.150076150894165 (2.339977579116822) | > loss_kl: 2.8435604572296143 (3.031054725646973) | > loss_feat: 6.979033470153809 (6.670233860015869) | > loss_mel: 15.015015602111816 (17.25588447570801) | > loss_duration: 2.4380273818969727 (2.356599645614624) | > loss_1: 29.42571258544922 (31.65375030517579)  --> STEP: 26 | > loss_disc: 2.9632418155670166 (2.4935988187789917) | > loss_disc_real_0: 0.10286705195903778 (0.13826608657836917) | > loss_disc_real_1: 0.30649909377098083 (0.23394038184331015) | > loss_disc_real_2: 0.1962965875864029 (0.24386805926377958) | > loss_disc_real_3: 0.1431390345096588 (0.22207840589376596) | > loss_disc_real_4: 0.3965042233467102 (0.22645610112410325) | > loss_disc_real_5: 0.2448577582836151 (0.24653362826659128) | > loss_0: 2.9632418155670166 (2.4935988187789917) | > loss_gen: 1.9274723529815674 (2.3241119934962353) | > loss_kl: 2.4469189643859863 (3.008587965598473) | > loss_feat: 18.47518539428711 (7.12427045748784) | > loss_mel: 18.839012145996094 (17.316774001488323) | > loss_duration: 2.3249101638793945 (2.355380819394038) | > loss_1: 44.01349639892578 (32.12912515493541) --> EVAL PERFORMANCE | > avg_loader_time: 0.002571729513315054 (+2.1631901080791834e-05) | > avg_loss_disc: 2.4935988187789917 (-0.023850569358238705) | > avg_loss_disc_real_0: 0.13826608657836917 (-0.006602017065653415) | > avg_loss_disc_real_1: 0.23394038184331015 (+0.02570600377825591) | > avg_loss_disc_real_2: 0.24386805926377958 (+0.0010998747669733744) | > avg_loss_disc_real_3: 0.22207840589376596 (-0.03414479815042945) | > avg_loss_disc_real_4: 0.22645610112410325 (-0.034343859897210005) | > avg_loss_disc_real_5: 0.24653362826659128 (-0.005699433386325864) | > avg_loss_0: 2.4935988187789917 (-0.023850569358238705) | > avg_loss_gen: 2.3241119934962353 (-0.017534329341007737) | > avg_loss_kl: 3.008587965598473 (-0.06063640117645264) | > avg_loss_feat: 7.12427045748784 (+0.5738949042100172) | > avg_loss_mel: 17.316774001488323 (-0.27209956829364046) | > avg_loss_duration: 2.355380819394038 (-0.026818926517780728) | > avg_loss_1: 32.12912515493541 (+0.19680544046256898)  > EPOCH: 852/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 04:58:34)   --> TIME: 2024-06-12 04:58:41 -- STEP: 14/330 -- GLOBAL_STEP: 369175 | > loss_disc: 2.296985626220703 (2.3422242403030396) | > loss_disc_real_0: 0.098946213722229 (0.10266616993716784) | > loss_disc_real_1: 0.18615645170211792 (0.2003620309489114) | > loss_disc_real_2: 0.23260705173015594 (0.21077860891819) | > loss_disc_real_3: 0.2034628987312317 (0.22434353083372116) | > loss_disc_real_4: 0.20927251875400543 (0.22842483861105783) | > loss_disc_real_5: 0.2348790019750595 (0.2247621544769832) | > loss_0: 2.296985626220703 (2.3422242403030396) | > grad_norm_0: tensor(12.8294, device='cuda:0') (tensor(8.1099, device='cuda:0')) | > loss_gen: 2.501833915710449 (2.4700057165963307) | > loss_kl: 1.8749784231185913 (1.8592344181878226) | > loss_feat: 6.956916809082031 (6.9394627298627585) | > loss_mel: 16.701671600341797 (17.282442910330637) | > loss_duration: 1.9813162088394165 (2.054670819214412) | > loss_1: 30.01671600341797 (30.605816977364675) | > grad_norm_1: tensor(72.1337, device='cuda:0') (tensor(99.0732, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3735 (0.37157760347638813) | > loader_time: 0.0033 (0.003210152898515974)  --> TIME: 2024-06-12 04:58:50 -- STEP: 39/330 -- GLOBAL_STEP: 369200 | > loss_disc: 2.392934799194336 (2.3299070321596584) | > loss_disc_real_0: 0.10002690553665161 (0.10123404631247888) | > loss_disc_real_1: 0.16259673237800598 (0.19614506417360064) | > loss_disc_real_2: 0.21785272657871246 (0.20785765158824432) | > loss_disc_real_3: 0.20703576505184174 (0.22651948569676814) | > loss_disc_real_4: 0.21334737539291382 (0.2308430205553006) | > loss_disc_real_5: 0.2295236885547638 (0.22523299356301626) | > loss_0: 2.392934799194336 (2.3299070321596584) | > grad_norm_0: tensor(9.0026, device='cuda:0') (tensor(8.1578, device='cuda:0')) | > loss_gen: 2.355266809463501 (2.4967841246189217) | > loss_kl: 1.7691015005111694 (1.912817236704704) | > loss_feat: 7.376440525054932 (7.055282372694749) | > loss_mel: 17.04338836669922 (17.221822738647464) | > loss_duration: 1.9689791202545166 (1.9984945303354509) | > loss_1: 30.51317596435547 (30.68520096020821) | > grad_norm_1: tensor(45.9918, device='cuda:0') (tensor(81.3181, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3727 (0.365155666302412) | > loader_time: 0.0032 (0.0033593605726193157)  --> TIME: 2024-06-12 04:58:59 -- STEP: 64/330 -- GLOBAL_STEP: 369225 | > loss_disc: 2.360856294631958 (2.3443399369716653) | > loss_disc_real_0: 0.12064116448163986 (0.10390304657630622) | > loss_disc_real_1: 0.18273727595806122 (0.19586037076078355) | > loss_disc_real_2: 0.24658749997615814 (0.20923852431587875) | > loss_disc_real_3: 0.22044813632965088 (0.22792309569194913) | > loss_disc_real_4: 0.24420751631259918 (0.23251855932176113) | > loss_disc_real_5: 0.2088010609149933 (0.22598491865210235) | > loss_0: 2.360856294631958 (2.3443399369716653) | > grad_norm_0: tensor(10.4143, device='cuda:0') (tensor(8.5782, device='cuda:0')) | > loss_gen: 2.274921417236328 (2.4854407347738743) | > loss_kl: 2.0688107013702393 (1.9382927268743515) | > loss_feat: 6.855083465576172 (7.013942681252956) | > loss_mel: 17.339784622192383 (17.21836364269257) | > loss_duration: 1.9699459075927734 (1.9833110440522432) | > loss_1: 30.508546829223633 (30.639350950717926) | > grad_norm_1: tensor(131.3809, device='cuda:0') (tensor(85.4658, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3627 (0.36384582519531244) | > loader_time: 0.0034 (0.0034340210258960724)  --> TIME: 2024-06-12 04:59:08 -- STEP: 89/330 -- GLOBAL_STEP: 369250 | > loss_disc: 2.366570472717285 (2.34946608543396) | > loss_disc_real_0: 0.10340263694524765 (0.10570801886614789) | > loss_disc_real_1: 0.17745216190814972 (0.1951352074909746) | > loss_disc_real_2: 0.20442402362823486 (0.2087732484836257) | > loss_disc_real_3: 0.23657062649726868 (0.22844956614328235) | > loss_disc_real_4: 0.24456265568733215 (0.23323799920885752) | > loss_disc_real_5: 0.2320665419101715 (0.22695761483706786) | > loss_0: 2.366570472717285 (2.34946608543396) | > grad_norm_0: tensor(10.5734, device='cuda:0') (tensor(8.6963, device='cuda:0')) | > loss_gen: 2.459768533706665 (2.475824559672495) | > loss_kl: 1.879837989807129 (1.9427519125884838) | > loss_feat: 6.933595657348633 (6.9715405582042225) | > loss_mel: 17.23094940185547 (17.1935598394844) | > loss_duration: 1.9934537410736084 (1.978975010721871) | > loss_1: 30.49760627746582 (30.562652030687655) | > grad_norm_1: tensor(189.0461, device='cuda:0') (tensor(93.9123, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3593 (0.3636641020185491) | > loader_time: 0.0036 (0.0035623673642619274)  --> TIME: 2024-06-12 04:59:18 -- STEP: 114/330 -- GLOBAL_STEP: 369275 | > loss_disc: 2.267411708831787 (2.3468878624732046) | > loss_disc_real_0: 0.10324052721261978 (0.10758286204777266) | > loss_disc_real_1: 0.1487666219472885 (0.1943565974371475) | > loss_disc_real_2: 0.19838650524616241 (0.20948132192879393) | > loss_disc_real_3: 0.21956977248191833 (0.22752513697272853) | > loss_disc_real_4: 0.24956074357032776 (0.23240013263727488) | > loss_disc_real_5: 0.22803592681884766 (0.22560979295195194) | > loss_0: 2.267411708831787 (2.3468878624732046) | > grad_norm_0: tensor(8.3925, device='cuda:0') (tensor(8.8816, device='cuda:0')) | > loss_gen: 2.477328300476074 (2.476235272591574) | > loss_kl: 2.034691572189331 (1.953938443409769) | > loss_feat: 7.201169967651367 (6.972045593094408) | > loss_mel: 17.2142276763916 (17.169203189381385) | > loss_duration: 2.020026445388794 (1.9826390324977405) | > loss_1: 30.947444915771484 (30.55406165541264) | > grad_norm_1: tensor(50.3123, device='cuda:0') (tensor(97.5532, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3626 (0.3653238509830675) | > loader_time: 0.0036 (0.003711288435417309)  --> TIME: 2024-06-12 04:59:28 -- STEP: 139/330 -- GLOBAL_STEP: 369300 | > loss_disc: 2.389665365219116 (2.355593043265584) | > loss_disc_real_0: 0.09742632508277893 (0.10955025780972819) | > loss_disc_real_1: 0.2314176857471466 (0.19477658295374123) | > loss_disc_real_2: 0.20908376574516296 (0.21012572504633623) | > loss_disc_real_3: 0.20698098838329315 (0.2286803848880658) | > loss_disc_real_4: 0.21069957315921783 (0.23216252832961598) | > loss_disc_real_5: 0.2139592468738556 (0.22524916761213068) | > loss_0: 2.389665365219116 (2.355593043265584) | > grad_norm_0: tensor(9.9525, device='cuda:0') (tensor(9.0652, device='cuda:0')) | > loss_gen: 2.454026937484741 (2.4722456331733325) | > loss_kl: 2.040393590927124 (1.967188402045545) | > loss_feat: 6.042435169219971 (6.956932472668106) | > loss_mel: 16.10752296447754 (17.183949902760904) | > loss_duration: 2.050001621246338 (1.9890270113087387) | > loss_1: 28.694379806518555 (30.569343553172597) | > grad_norm_1: tensor(127.3946, device='cuda:0') (tensor(102.1520, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3775 (0.3694714865238546) | > loader_time: 0.0042 (0.0038186972089808624)  --> TIME: 2024-06-12 04:59:38 -- STEP: 164/330 -- GLOBAL_STEP: 369325 | > loss_disc: 2.4976799488067627 (2.359089640582482) | > loss_disc_real_0: 0.11188571155071259 (0.1115919092170349) | > loss_disc_real_1: 0.2161218672990799 (0.19525201582327123) | > loss_disc_real_2: 0.21902824938297272 (0.2107490186647671) | > loss_disc_real_3: 0.21974089741706848 (0.22856242046123598) | > loss_disc_real_4: 0.21239855885505676 (0.23252257568443693) | > loss_disc_real_5: 0.20040063560009003 (0.2249646544819925) | > loss_0: 2.4976799488067627 (2.359089640582482) | > grad_norm_0: tensor(19.5193, device='cuda:0') (tensor(10.7453, device='cuda:0')) | > loss_gen: 2.3290560245513916 (2.474591115625894) | > loss_kl: 2.0128676891326904 (1.9757942055783622) | > loss_feat: 7.171904563903809 (6.965952088193196) | > loss_mel: 17.571880340576172 (17.1635112878753) | > loss_duration: 2.0815393924713135 (1.9932654107489236) | > loss_1: 31.167247772216797 (30.573114209058808) | > grad_norm_1: tensor(257.9382, device='cuda:0') (tensor(130.6725, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3824 (0.371748800684766) | > loader_time: 0.0042 (0.003915379687053401)  --> TIME: 2024-06-12 04:59:48 -- STEP: 189/330 -- GLOBAL_STEP: 369350 | > loss_disc: 2.43648624420166 (2.3607485899849574) | > loss_disc_real_0: 0.09476655721664429 (0.11195191788294959) | > loss_disc_real_1: 0.27605146169662476 (0.19555235224426107) | > loss_disc_real_2: 0.2281896322965622 (0.21103814102354504) | > loss_disc_real_3: 0.24086099863052368 (0.2288507208149269) | > loss_disc_real_4: 0.24099303781986237 (0.2327761666642295) | > loss_disc_real_5: 0.2701563537120819 (0.2246347224270856) | > loss_0: 2.43648624420166 (2.3607485899849574) | > grad_norm_0: tensor(34.4294, device='cuda:0') (tensor(12.0678, device='cuda:0')) | > loss_gen: 2.5723631381988525 (2.4802270402353273) | > loss_kl: 2.1174843311309814 (1.9861432717590737) | > loss_feat: 6.5664472579956055 (6.961903196163278) | > loss_mel: 16.705209732055664 (17.131354402612764) | > loss_duration: 2.081061840057373 (2.001984342065438) | > loss_1: 30.042566299438477 (30.561612336093155) | > grad_norm_1: tensor(243.9660, device='cuda:0') (tensor(152.8878, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.3926 (0.3745702082517916) | > loader_time: 0.005 (0.004015390204374121)  --> TIME: 2024-06-12 04:59:58 -- STEP: 214/330 -- GLOBAL_STEP: 369375 | > loss_disc: 2.415926933288574 (2.3612870690978607) | > loss_disc_real_0: 0.13247358798980713 (0.11346244624006414) | > loss_disc_real_1: 0.22568172216415405 (0.1958705693761879) | > loss_disc_real_2: 0.21660427749156952 (0.2110901259094755) | > loss_disc_real_3: 0.2489185929298401 (0.22908185290120472) | > loss_disc_real_4: 0.24852792918682098 (0.23262034823125768) | > loss_disc_real_5: 0.2332821488380432 (0.22343806546425152) | > loss_0: 2.415926933288574 (2.3612870690978607) | > grad_norm_0: tensor(44.5372, device='cuda:0') (tensor(14.5769, device='cuda:0')) | > loss_gen: 2.3239614963531494 (2.484378559567105) | > loss_kl: 1.9382970333099365 (1.9913000380881478) | > loss_feat: 6.2697434425354 (6.9685040144162755) | > loss_mel: 16.53374671936035 (17.10968608054046) | > loss_duration: 2.112983465194702 (2.009754683926842) | > loss_1: 29.17873191833496 (30.563623446170414) | > grad_norm_1: tensor(410.0998, device='cuda:0') (tensor(179.4407, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.4011 (0.3777332695845131) | > loader_time: 0.0051 (0.004139268509695462)  --> TIME: 2024-06-12 05:00:09 -- STEP: 239/330 -- GLOBAL_STEP: 369400 | > loss_disc: 2.342259407043457 (2.3589162118265348) | > loss_disc_real_0: 0.10100218653678894 (0.11431941025302002) | > loss_disc_real_1: 0.17563912272453308 (0.19536703818762152) | > loss_disc_real_2: 0.20047622919082642 (0.210439828088094) | > loss_disc_real_3: 0.2158527970314026 (0.22863624017358325) | > loss_disc_real_4: 0.20968890190124512 (0.2319037955425773) | > loss_disc_real_5: 0.2374713122844696 (0.22293235480037193) | > loss_0: 2.342259407043457 (2.3589162118265348) | > grad_norm_0: tensor(40.1339, device='cuda:0') (tensor(16.3304, device='cuda:0')) | > loss_gen: 2.5619256496429443 (2.486800680599453) | > loss_kl: 2.084463119506836 (1.9961487957623214) | > loss_feat: 7.265691757202148 (6.970619034068854) | > loss_mel: 16.791765213012695 (17.078628324564537) | > loss_duration: 2.060026168823242 (2.0186593607379812) | > loss_1: 30.763872146606445 (30.550856275039738) | > grad_norm_1: tensor(441.5057, device='cuda:0') (tensor(203.0914, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.4113 (0.3814965242122506) | > loader_time: 0.006 (0.004285605881503436)  --> TIME: 2024-06-12 05:00:20 -- STEP: 264/330 -- GLOBAL_STEP: 369425 | > loss_disc: 2.4128360748291016 (2.361719198299179) | > loss_disc_real_0: 0.1587543785572052 (0.11533260351103364) | > loss_disc_real_1: 0.16295820474624634 (0.19616120054640554) | > loss_disc_real_2: 0.20515550673007965 (0.21057870323685082) | > loss_disc_real_3: 0.20854681730270386 (0.2288786622159409) | > loss_disc_real_4: 0.2600860297679901 (0.23213293787204858) | > loss_disc_real_5: 0.23429609835147858 (0.22252698840968538) | > loss_0: 2.4128360748291016 (2.361719198299179) | > grad_norm_0: tensor(39.2864, device='cuda:0') (tensor(17.7078, device='cuda:0')) | > loss_gen: 2.4643266201019287 (2.4861311072653) | > loss_kl: 2.0054140090942383 (2.0035060973781533) | > loss_feat: 7.333097457885742 (6.97691373572205) | > loss_mel: 16.05291748046875 (17.039334550048373) | > loss_duration: 2.145014762878418 (2.0270809029990993) | > loss_1: 30.000770568847656 (30.532966483723033) | > grad_norm_1: tensor(340.9102, device='cuda:0') (tensor(224.2573, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.4407 (0.3863036813157977) | > loader_time: 0.0067 (0.004447126930410212)  --> TIME: 2024-06-12 05:00:31 -- STEP: 289/330 -- GLOBAL_STEP: 369450 | > loss_disc: 2.4349281787872314 (2.362558221322033) | > loss_disc_real_0: 0.146713525056839 (0.11676794576706771) | > loss_disc_real_1: 0.20271913707256317 (0.1968356623575349) | > loss_disc_real_2: 0.21953149139881134 (0.21106766669601718) | > loss_disc_real_3: 0.24981360137462616 (0.2289503894256473) | > loss_disc_real_4: 0.2363308221101761 (0.2315751056357651) | > loss_disc_real_5: 0.21911364793777466 (0.22196937226094177) | > loss_0: 2.4349281787872314 (2.362558221322033) | > grad_norm_0: tensor(6.7002, device='cuda:0') (tensor(19.5088, device='cuda:0')) | > loss_gen: 2.4343833923339844 (2.4888756085432124) | > loss_kl: 2.113657236099243 (2.01118307913876) | > loss_feat: 6.469955921173096 (6.986583158631638) | > loss_mel: 15.688247680664062 (16.993368917683007) | > loss_duration: 2.171900749206543 (2.037060537552753) | > loss_1: 28.87814712524414 (30.517071390646965) | > grad_norm_1: tensor(267.6673, device='cuda:0') (tensor(247.8536, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.4697 (0.39237992326281074) | > loader_time: 0.0076 (0.00463290033043462)  --> TIME: 2024-06-12 05:00:44 -- STEP: 314/330 -- GLOBAL_STEP: 369475 | > loss_disc: 2.3744513988494873 (2.366728304298064) | > loss_disc_real_0: 0.09911360591650009 (0.11831930882422029) | > loss_disc_real_1: 0.2367023527622223 (0.19709379235460506) | > loss_disc_real_2: 0.19837330281734467 (0.2115634035342818) | > loss_disc_real_3: 0.2279805839061737 (0.2293122350505203) | > loss_disc_real_4: 0.2383161187171936 (0.2318516194250933) | > loss_disc_real_5: 0.2382475733757019 (0.22164329373912448) | > loss_0: 2.3744513988494873 (2.366728304298064) | > grad_norm_0: tensor(27.8373, device='cuda:0') (tensor(20.6290, device='cuda:0')) | > loss_gen: 2.3050060272216797 (2.4853295467461756) | > loss_kl: 1.972934603691101 (2.0196846025005284) | > loss_feat: 6.7946457862854 (6.995186082876412) | > loss_mel: 16.499746322631836 (16.964051383316136) | > loss_duration: 2.237433433532715 (2.0503955460657752) | > loss_1: 29.809764862060547 (30.514647253000053) | > grad_norm_1: tensor(425.4941, device='cuda:0') (tensor(261.0853, device='cuda:0')) | > current_lr_0: 0.0001797938127759514 | > current_lr_1: 0.0001797938127759514 | > step_time: 0.5272 (0.40063730242905354) | > loader_time: 0.0078 (0.004848726236136856)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.66403865814209 (2.66403865814209) | > loss_disc_real_0: 0.16883763670921326 (0.16883763670921326) | > loss_disc_real_1: 0.24954967200756073 (0.24954967200756073) | > loss_disc_real_2: 0.24431149661540985 (0.24431149661540985) | > loss_disc_real_3: 0.2236471176147461 (0.2236471176147461) | > loss_disc_real_4: 0.2789541482925415 (0.2789541482925415) | > loss_disc_real_5: 0.30608174204826355 (0.30608174204826355) | > loss_0: 2.66403865814209 (2.66403865814209) | > loss_gen: 2.228466272354126 (2.228466272354126) | > loss_kl: 2.7959072589874268 (2.7959072589874268) | > loss_feat: 6.350481986999512 (6.350481986999512) | > loss_mel: 17.10883331298828 (17.10883331298828) | > loss_duration: 3.1172187328338623 (3.1172187328338623) | > loss_1: 31.600906372070312 (31.600906372070312)  --> STEP: 1 | > loss_disc: 2.4633665084838867 (2.4633665084838867) | > loss_disc_real_0: 0.1672457754611969 (0.1672457754611969) | > loss_disc_real_1: 0.2359156757593155 (0.2359156757593155) | > loss_disc_real_2: 0.16154740750789642 (0.16154740750789642) | > loss_disc_real_3: 0.20580270886421204 (0.20580270886421204) | > loss_disc_real_4: 0.2387712299823761 (0.2387712299823761) | > loss_disc_real_5: 0.20703743398189545 (0.20703743398189545) | > loss_0: 2.4633665084838867 (2.4633665084838867) | > loss_gen: 2.242003917694092 (2.242003917694092) | > loss_kl: 3.488264322280884 (3.488264322280884) | > loss_feat: 6.932133197784424 (6.932133197784424) | > loss_mel: 17.537195205688477 (17.537195205688477) | > loss_duration: 2.5043106079101562 (2.5043106079101562) | > loss_1: 32.70390701293945 (32.70390701293945)  --> STEP: 2 | > loss_disc: 2.303093433380127 (2.383229970932007) | > loss_disc_real_0: 0.11746638268232346 (0.14235607907176018) | > loss_disc_real_1: 0.1626409888267517 (0.1992783322930336) | > loss_disc_real_2: 0.1354658454656601 (0.14850662648677826) | > loss_disc_real_3: 0.18862773478031158 (0.1972152218222618) | > loss_disc_real_4: 0.2187604308128357 (0.2287658303976059) | > loss_disc_real_5: 0.23914405703544617 (0.2230907455086708) | > loss_0: 2.303093433380127 (2.383229970932007) | > loss_gen: 2.0955872535705566 (2.168795585632324) | > loss_kl: 3.0248072147369385 (3.256535768508911) | > loss_feat: 5.558073997497559 (6.245103597640991) | > loss_mel: 18.010725021362305 (17.77396011352539) | > loss_duration: 2.6124138832092285 (2.5583622455596924) | > loss_1: 31.301605224609375 (32.002756118774414)  --> STEP: 3 | > loss_disc: 2.4003281593322754 (2.3889293670654297) | > loss_disc_real_0: 0.1580839455127716 (0.14759870121876398) | > loss_disc_real_1: 0.26879823207855225 (0.22245163222153982) | > loss_disc_real_2: 0.08917800337076187 (0.12873041878143945) | > loss_disc_real_3: 0.2444901019334793 (0.21297351519266763) | > loss_disc_real_4: 0.22920499742031097 (0.22891221940517426) | > loss_disc_real_5: 0.25549015402793884 (0.23389054834842682) | > loss_0: 2.4003281593322754 (2.3889293670654297) | > loss_gen: 2.4591760635375977 (2.2655890782674155) | > loss_kl: 3.2889809608459473 (3.2673508326212564) | > loss_feat: 6.403127193450928 (6.297778129577637) | > loss_mel: 17.54329490661621 (17.697071711222332) | > loss_duration: 2.400202989578247 (2.5056424935658774) | > loss_1: 32.094783782958984 (32.03343200683594)  --> STEP: 4 | > loss_disc: 2.5197620391845703 (2.421637535095215) | > loss_disc_real_0: 0.1578674018383026 (0.15016587637364864) | > loss_disc_real_1: 0.18795408308506012 (0.2138272449374199) | > loss_disc_real_2: 0.17736323177814484 (0.1408886220306158) | > loss_disc_real_3: 0.21793176233768463 (0.2142130769789219) | > loss_disc_real_4: 0.23022185266017914 (0.22923962771892548) | > loss_disc_real_5: 0.19576424360275269 (0.22435897216200829) | > loss_0: 2.5197620391845703 (2.421637535095215) | > loss_gen: 2.068462610244751 (2.2163074612617493) | > loss_kl: 3.6315624713897705 (3.358403742313385) | > loss_feat: 6.181414604187012 (6.2686872482299805) | > loss_mel: 18.020227432250977 (17.777860641479492) | > loss_duration: 2.3632888793945312 (2.4700540900230408) | > loss_1: 32.26495361328125 (32.091312408447266)  --> STEP: 5 | > loss_disc: 2.4770710468292236 (2.4327242374420166) | > loss_disc_real_0: 0.1438021957874298 (0.14889314025640488) | > loss_disc_real_1: 0.3282049596309662 (0.23670278787612914) | > loss_disc_real_2: 0.23669999837875366 (0.16005089730024338) | > loss_disc_real_3: 0.26699212193489075 (0.22476888597011566) | > loss_disc_real_4: 0.23201772570610046 (0.22979524731636047) | > loss_disc_real_5: 0.25174739956855774 (0.22983665764331818) | > loss_0: 2.4770710468292236 (2.4327242374420166) | > loss_gen: 2.4289438724517822 (2.2588347434997558) | > loss_kl: 2.220489740371704 (3.130820941925049) | > loss_feat: 5.355768203735352 (6.086103439331055) | > loss_mel: 18.664527893066406 (17.955194091796876) | > loss_duration: 2.3262741565704346 (2.4412981033325196) | > loss_1: 30.996004104614258 (31.872250747680663)  --> STEP: 6 | > loss_disc: 2.524538993835449 (2.448026696840922) | > loss_disc_real_0: 0.10838307440280914 (0.14214146261413893) | > loss_disc_real_1: 0.246721088886261 (0.23837250471115112) | > loss_disc_real_2: 0.21866348385810852 (0.16981966172655424) | > loss_disc_real_3: 0.2517088055610657 (0.22925887256860733) | > loss_disc_real_4: 0.26155605912208557 (0.23508871595064798) | > loss_disc_real_5: 0.2821545898914337 (0.2385563130180041) | > loss_0: 2.524538993835449 (2.448026696840922) | > loss_gen: 2.1988964080810547 (2.248845020929972) | > loss_kl: 2.499821424484253 (3.025654355684916) | > loss_feat: 4.087903022766113 (5.753070036570231) | > loss_mel: 16.338003158569336 (17.685662269592285) | > loss_duration: 2.2342636585235596 (2.4067923625310264) | > loss_1: 27.358888626098633 (31.120023727416992)  --> STEP: 7 | > loss_disc: 2.315181255340576 (2.429048776626587) | > loss_disc_real_0: 0.09492798894643784 (0.1353966806616102) | > loss_disc_real_1: 0.21435338258743286 (0.23494120155061995) | > loss_disc_real_2: 0.1755475550889969 (0.17063793220690318) | > loss_disc_real_3: 0.21013206243515015 (0.2265264711209706) | > loss_disc_real_4: 0.18089744448661804 (0.22734710574150085) | > loss_disc_real_5: 0.18366464972496033 (0.23071464683328355) | > loss_0: 2.315181255340576 (2.429048776626587) | > loss_gen: 2.212303638458252 (2.243624823434012) | > loss_kl: 4.048441410064697 (3.171766792024885) | > loss_feat: 7.372158050537109 (5.984368324279785) | > loss_mel: 19.473674774169922 (17.94109262738909) | > loss_duration: 2.614807605743408 (2.436508825847081) | > loss_1: 35.72138595581055 (31.777361188616073)  --> STEP: 8 | > loss_disc: 2.4539268016815186 (2.4321585297584534) | > loss_disc_real_0: 0.10821746289730072 (0.1319992784410715) | > loss_disc_real_1: 0.23287007212638855 (0.23468231037259102) | > loss_disc_real_2: 0.13214704394340515 (0.16582657117396593) | > loss_disc_real_3: 0.18861790001392365 (0.22178789973258972) | > loss_disc_real_4: 0.18060314655303955 (0.2215041108429432) | > loss_disc_real_5: 0.1763869822025299 (0.22392368875443935) | > loss_0: 2.4539268016815186 (2.4321585297584534) | > loss_gen: 2.1148805618286133 (2.2275317907333374) | > loss_kl: 3.135801076889038 (3.167271077632904) | > loss_feat: 8.724520683288574 (6.326887369155884) | > loss_mel: 17.785417556762695 (17.92163324356079) | > loss_duration: 2.301513195037842 (2.419634371995926) | > loss_1: 34.0621337890625 (32.062957763671875)  --> STEP: 9 | > loss_disc: 2.5068178176879883 (2.4404540061950684) | > loss_disc_real_0: 0.209244042634964 (0.14058203001817068) | > loss_disc_real_1: 0.3780617117881775 (0.25061335497432286) | > loss_disc_real_2: 0.19622956216335297 (0.16920468128389782) | > loss_disc_real_3: 0.1412571519613266 (0.21284003886911604) | > loss_disc_real_4: 0.12075791507959366 (0.2103100890914599) | > loss_disc_real_5: 0.14714550971984863 (0.21539277997281817) | > loss_0: 2.5068178176879883 (2.4404540061950684) | > loss_gen: 2.3209662437438965 (2.2379133966233997) | > loss_kl: 2.2225828170776367 (3.0623057153489857) | > loss_feat: 12.577361106872559 (7.021384451124403) | > loss_mel: 18.327747344970703 (17.96675703260634) | > loss_duration: 2.194155216217041 (2.3945811324649386) | > loss_1: 37.64281463623047 (32.68294186062283)  --> STEP: 10 | > loss_disc: 2.446282148361206 (2.441036820411682) | > loss_disc_real_0: 0.18021228909492493 (0.1445450559258461) | > loss_disc_real_1: 0.27737706899642944 (0.2532897263765335) | > loss_disc_real_2: 0.25824105739593506 (0.17810831889510154) | > loss_disc_real_3: 0.25645431876182556 (0.21720146685838698) | > loss_disc_real_4: 0.21041442453861237 (0.21032052263617515) | > loss_disc_real_5: 0.18114762008190155 (0.2119682639837265) | > loss_0: 2.446282148361206 (2.441036820411682) | > loss_gen: 2.5985963344573975 (2.2739816904067993) | > loss_kl: 2.597548723220825 (3.0158300161361695) | > loss_feat: 7.646807670593262 (7.083926773071289) | > loss_mel: 17.695714950561523 (17.939652824401854) | > loss_duration: 2.4034178256988525 (2.39546480178833) | > loss_1: 32.94208526611328 (32.708856201171876)  --> STEP: 11 | > loss_disc: 2.5826895236968994 (2.4539143388921563) | > loss_disc_real_0: 0.20730023086071014 (0.15025007182901556) | > loss_disc_real_1: 0.23790109157562256 (0.2518907595764507) | > loss_disc_real_2: 0.21623922884464264 (0.18157476525415073) | > loss_disc_real_3: 0.23462848365306854 (0.21878574111244894) | > loss_disc_real_4: 0.20839320123195648 (0.210145311599428) | > loss_disc_real_5: 0.23562802374362946 (0.21411915123462677) | > loss_0: 2.5826895236968994 (2.4539143388921563) | > loss_gen: 2.1098039150238037 (2.2590564380992544) | > loss_kl: 3.5396127700805664 (3.0634466301311147) | > loss_feat: 5.831871509552002 (6.970103567296809) | > loss_mel: 15.909966468811035 (17.755135882984508) | > loss_duration: 2.5293197631835938 (2.407633434642445) | > loss_1: 29.920576095581055 (32.45537619157271)  --> STEP: 12 | > loss_disc: 2.568209648132324 (2.463438947995504) | > loss_disc_real_0: 0.17052826285362244 (0.15193992108106613) | > loss_disc_real_1: 0.3101199269294739 (0.2567431901892026) | > loss_disc_real_2: 0.194179505109787 (0.18262516024212042) | > loss_disc_real_3: 0.23492363095283508 (0.22013056526581445) | > loss_disc_real_4: 0.22548025846481323 (0.2114232238382101) | > loss_disc_real_5: 0.2190084159374237 (0.21452658995985985) | > loss_0: 2.568209648132324 (2.463438947995504) | > loss_gen: 2.146413803100586 (2.2496695518493652) | > loss_kl: 2.794769287109375 (3.0410568515459695) | > loss_feat: 5.694554328918457 (6.863807797431946) | > loss_mel: 16.5678768157959 (17.656197627385456) | > loss_duration: 2.300055503845215 (2.3986686070760093) | > loss_1: 29.50366973876953 (32.20940065383911)  --> STEP: 13 | > loss_disc: 2.3245654106140137 (2.4527563681969275) | > loss_disc_real_0: 0.12595032155513763 (0.14994072111753318) | > loss_disc_real_1: 0.2716023921966553 (0.25788620572823745) | > loss_disc_real_2: 0.14419668912887573 (0.17966912400264007) | > loss_disc_real_3: 0.18149541318416595 (0.21715863049030304) | > loss_disc_real_4: 0.22331134974956512 (0.2123376950621605) | > loss_disc_real_5: 0.17890048027038574 (0.21178611998374647) | > loss_0: 2.3245654106140137 (2.4527563681969275) | > loss_gen: 2.2807528972625732 (2.252060578419612) | > loss_kl: 4.2181782722473145 (3.131604653138381) | > loss_feat: 6.99830436706543 (6.874153687403752) | > loss_mel: 16.75722312927246 (17.587045742915226) | > loss_duration: 2.2670745849609375 (2.3885459899902344) | > loss_1: 32.52153015136719 (32.233410615187424)  --> STEP: 14 | > loss_disc: 2.4438843727111816 (2.45212265423366) | > loss_disc_real_0: 0.14333586394786835 (0.14946894560541427) | > loss_disc_real_1: 0.20891956984996796 (0.2543885888797896) | > loss_disc_real_2: 0.1784103661775589 (0.17957921272941998) | > loss_disc_real_3: 0.22356103360652924 (0.2176159449986049) | > loss_disc_real_4: 0.26761770248413086 (0.21628626702087267) | > loss_disc_real_5: 0.21376439929008484 (0.2119274256484849) | > loss_0: 2.4438843727111816 (2.45212265423366) | > loss_gen: 2.3197968006134033 (2.256898880004883) | > loss_kl: 4.045180797576904 (3.1968600920268466) | > loss_feat: 5.8811936378479 (6.803227969578335) | > loss_mel: 19.199138641357422 (17.702195235661097) | > loss_duration: 2.4527339935302734 (2.3931308473859514) | > loss_1: 33.89804458618164 (32.35231304168701)  --> STEP: 15 | > loss_disc: 2.306922197341919 (2.4424426237742107) | > loss_disc_real_0: 0.12928234040737152 (0.14812317192554475) | > loss_disc_real_1: 0.19273139536380768 (0.25027810931205746) | > loss_disc_real_2: 0.12405449151992798 (0.17587756464878718) | > loss_disc_real_3: 0.18664221465587616 (0.21555102964242298) | > loss_disc_real_4: 0.20234264433383942 (0.21535669217507045) | > loss_disc_real_5: 0.14463652670383453 (0.20744136571884156) | > loss_0: 2.306922197341919 (2.4424426237742107) | > loss_gen: 2.0649447441101074 (2.2441019376118976) | > loss_kl: 3.318542718887329 (3.204972267150879) | > loss_feat: 5.781250953674316 (6.735096168518067) | > loss_mel: 17.834590911865234 (17.711021614074706) | > loss_duration: 2.3636488914489746 (2.3911653836568196) | > loss_1: 31.362977981567383 (32.28635737101237)  --> STEP: 16 | > loss_disc: 2.479099988937378 (2.4447337090969086) | > loss_disc_real_0: 0.2037425935268402 (0.1515993857756257) | > loss_disc_real_1: 0.32946038246154785 (0.25522700138390064) | > loss_disc_real_2: 0.17003510892391205 (0.17551241116598248) | > loss_disc_real_3: 0.19039690494537354 (0.2139788968488574) | > loss_disc_real_4: 0.21697686612606049 (0.21545795304700732) | > loss_disc_real_5: 0.21746540069580078 (0.2080678679049015) | > loss_0: 2.479099988937378 (2.4447337090969086) | > loss_gen: 2.3736283779144287 (2.252197340130806) | > loss_kl: 2.7921876907348633 (3.179173231124878) | > loss_feat: 7.038065433502197 (6.754031747579575) | > loss_mel: 14.118095397949219 (17.486463725566864) | > loss_duration: 2.387098789215088 (2.3909112215042114) | > loss_1: 28.709075927734375 (32.062777280807495)  --> STEP: 17 | > loss_disc: 2.435396909713745 (2.444184485603781) | > loss_disc_real_0: 0.19051715731620789 (0.15388866645448349) | > loss_disc_real_1: 0.22593891620635986 (0.2535041728440453) | > loss_disc_real_2: 0.12780030071735382 (0.17270581643371022) | > loss_disc_real_3: 0.17020325362682343 (0.21140385901226716) | > loss_disc_real_4: 0.1958622932434082 (0.21430526717620738) | > loss_disc_real_5: 0.24985602498054504 (0.21052599479170406) | > loss_0: 2.435396909713745 (2.444184485603781) | > loss_gen: 2.2900331020355225 (2.2544229731840244) | > loss_kl: 2.448030471801758 (3.1361648335176358) | > loss_feat: 9.442757606506348 (6.912192092222326) | > loss_mel: 17.70584487915039 (17.49936849930707) | > loss_duration: 2.465841293334961 (2.395318872788373) | > loss_1: 34.352508544921875 (32.19746735516716)  --> STEP: 18 | > loss_disc: 2.5339784622192383 (2.4491730398601956) | > loss_disc_real_0: 0.1874098777770996 (0.1557509559724066) | > loss_disc_real_1: 0.1728956550359726 (0.24902592185470793) | > loss_disc_real_2: 0.20064836740493774 (0.1742581803765562) | > loss_disc_real_3: 0.16628509759902954 (0.20889726115597618) | > loss_disc_real_4: 0.16910870373249054 (0.21179434698488978) | > loss_disc_real_5: 0.21563854813575745 (0.21081002553304037) | > loss_0: 2.5339784622192383 (2.4491730398601956) | > loss_gen: 2.0560925006866455 (2.2434046136008368) | > loss_kl: 3.433668613433838 (3.152692821290758) | > loss_feat: 6.905527114868164 (6.91182181570265) | > loss_mel: 17.50727081298828 (17.499807516733807) | > loss_duration: 2.298246383666992 (2.389925956726074) | > loss_1: 32.2008056640625 (32.19765281677246)  --> STEP: 19 | > loss_disc: 2.433898687362671 (2.448369126570852) | > loss_disc_real_0: 0.15937845408916473 (0.15594187692592018) | > loss_disc_real_1: 0.26975858211517334 (0.2501171144999956) | > loss_disc_real_2: 0.21616427600383759 (0.17646376435693942) | > loss_disc_real_3: 0.2269902378320694 (0.2098495230862969) | > loss_disc_real_4: 0.23500877618789673 (0.21301615904820592) | > loss_disc_real_5: 0.2528049647808075 (0.21302028549344917) | > loss_0: 2.433898687362671 (2.448369126570852) | > loss_gen: 2.382951021194458 (2.250749161368922) | > loss_kl: 2.2067689895629883 (3.1029073564629805) | > loss_feat: 7.004360198974609 (6.91669225692749) | > loss_mel: 17.49555778503418 (17.499583846644352) | > loss_duration: 2.3796029090881348 (2.3893826384293404) | > loss_1: 31.469242095947266 (32.15931541041324)  --> STEP: 20 | > loss_disc: 2.351968288421631 (2.443549084663391) | > loss_disc_real_0: 0.13428106904029846 (0.1548588365316391) | > loss_disc_real_1: 0.23268741369247437 (0.24924562945961953) | > loss_disc_real_2: 0.2092137634754181 (0.17810126431286336) | > loss_disc_real_3: 0.23056533932685852 (0.21088531389832496) | > loss_disc_real_4: 0.2525358498096466 (0.21499214358627797) | > loss_disc_real_5: 0.2679724097251892 (0.21576789170503616) | > loss_0: 2.351968288421631 (2.443549084663391) | > loss_gen: 2.534047842025757 (2.264914095401764) | > loss_kl: 3.1154229640960693 (3.103533136844635) | > loss_feat: 7.0143208503723145 (6.921573686599731) | > loss_mel: 19.121074676513672 (17.580658388137817) | > loss_duration: 2.3128786087036133 (2.385557436943054) | > loss_1: 34.09774398803711 (32.25623683929443)  --> STEP: 21 | > loss_disc: 2.403006076812744 (2.4416184652419317) | > loss_disc_real_0: 0.11226947605609894 (0.15283077174708956) | > loss_disc_real_1: 0.26286691427230835 (0.24989426206974757) | > loss_disc_real_2: 0.18497216701507568 (0.17842845015582584) | > loss_disc_real_3: 0.20318424701690674 (0.21051859642778123) | > loss_disc_real_4: 0.2475503534078598 (0.2165425345301628) | > loss_disc_real_5: 0.331756591796875 (0.22129116313798086) | > loss_0: 2.403006076812744 (2.4416184652419317) | > loss_gen: 2.483638286590576 (2.2753295330774215) | > loss_kl: 2.9943928718566895 (3.0983359813690186) | > loss_feat: 5.509801387786865 (6.8543464342753095) | > loss_mel: 16.849651336669922 (17.54584852854411) | > loss_duration: 2.2557852268218994 (2.3793778078896657) | > loss_1: 30.09326934814453 (32.153238387334916)  --> STEP: 22 | > loss_disc: 2.4501771926879883 (2.4420074983076616) | > loss_disc_real_0: 0.1214059516787529 (0.15140237083489244) | > loss_disc_real_1: 0.29040011763572693 (0.2517354373227466) | > loss_disc_real_2: 0.1610744744539261 (0.17763963307846675) | > loss_disc_real_3: 0.1608736217021942 (0.20826200666752728) | > loss_disc_real_4: 0.18466012179851532 (0.21509333395145155) | > loss_disc_real_5: 0.22395896911621094 (0.22141242704608224) | > loss_0: 2.4501771926879883 (2.4420074983076616) | > loss_gen: 2.0049777030944824 (2.2630408135327427) | > loss_kl: 2.5350680351257324 (3.0727328929034146) | > loss_feat: 6.740743160247803 (6.849182649092241) | > loss_mel: 17.429946899414062 (17.54058027267456) | > loss_duration: 2.1984798908233643 (2.3711551752957427) | > loss_1: 30.909215927124023 (32.096691911870785)  --> STEP: 23 | > loss_disc: 2.4647328853607178 (2.4429955586143164) | > loss_disc_real_0: 0.11340992897748947 (0.14975052553674448) | > loss_disc_real_1: 0.3132914900779724 (0.25441178744253906) | > loss_disc_real_2: 0.2000592201948166 (0.17861439773569937) | > loss_disc_real_3: 0.2407228797674179 (0.20967334897621817) | > loss_disc_real_4: 0.26562127470970154 (0.2172902009409407) | > loss_disc_real_5: 0.3348875939846039 (0.22634612995645273) | > loss_0: 2.4647328853607178 (2.4429955586143164) | > loss_gen: 2.4912290573120117 (2.2729620415231455) | > loss_kl: 3.5378036499023438 (3.09295336059902) | > loss_feat: 6.596107482910156 (6.838179380997367) | > loss_mel: 18.329904556274414 (17.574898719787598) | > loss_duration: 2.3282434940338135 (2.369289450023485) | > loss_1: 33.283287048339844 (32.14828300476074)  --> STEP: 24 | > loss_disc: 2.474240779876709 (2.444297442833583) | > loss_disc_real_0: 0.08754093945026398 (0.1471584594498078) | > loss_disc_real_1: 0.23079663515090942 (0.25342782276372117) | > loss_disc_real_2: 0.25606322288513184 (0.18184143211692572) | > loss_disc_real_3: 0.254351407289505 (0.2115349347392718) | > loss_disc_real_4: 0.2738412916660309 (0.21964649638781944) | > loss_disc_real_5: 0.30224496126174927 (0.2295085812608401) | > loss_0: 2.474240779876709 (2.444297442833583) | > loss_gen: 2.418973445892334 (2.2790458500385284) | > loss_kl: 2.956355571746826 (3.0872617860635123) | > loss_feat: 6.605356216430664 (6.828478415807088) | > loss_mel: 19.08909034729004 (17.6379900376002) | > loss_duration: 2.427691698074341 (2.371722877025604) | > loss_1: 33.497467041015625 (32.20449900627136)  --> STEP: 25 | > loss_disc: 2.5117480754852295 (2.4469954681396486) | > loss_disc_real_0: 0.17600467801094055 (0.1483123081922531) | > loss_disc_real_1: 0.24231643974781036 (0.2529833674430847) | > loss_disc_real_2: 0.20808938145637512 (0.1828913500905037) | > loss_disc_real_3: 0.16512198746204376 (0.20967841684818267) | > loss_disc_real_4: 0.19798342883586884 (0.21877997368574142) | > loss_disc_real_5: 0.2106262892484665 (0.22875328958034516) | > loss_0: 2.5117480754852295 (2.4469954681396486) | > loss_gen: 2.138871431350708 (2.2734388732910156) | > loss_kl: 2.9156787395477295 (3.0803984642028808) | > loss_feat: 5.638575553894043 (6.780882301330567) | > loss_mel: 15.279837608337402 (17.54366394042969) | > loss_duration: 2.3852930068969727 (2.3722656822204584) | > loss_1: 28.358257293701172 (32.050649337768554)  --> STEP: 26 | > loss_disc: 2.6785762310028076 (2.4559024205574627) | > loss_disc_real_0: 0.12259751558303833 (0.14732327770728332) | > loss_disc_real_1: 0.3110988140106201 (0.25521857692645145) | > loss_disc_real_2: 0.23622891306877136 (0.18494279482043707) | > loss_disc_real_3: 0.1750943958759308 (0.20834826219540376) | > loss_disc_real_4: 0.2242688238620758 (0.21899108330790812) | > loss_disc_real_5: 0.20027287304401398 (0.22765788894433242) | > loss_0: 2.6785762310028076 (2.4559024205574627) | > loss_gen: 1.8934259414672852 (2.2588229912977953) | > loss_kl: 2.612725257873535 (3.0624110331902137) | > loss_feat: 3.8586575984954834 (6.668489043529217) | > loss_mel: 12.317909240722656 (17.34267337505634) | > loss_duration: 2.3168296813964844 (2.3701335283426133) | > loss_1: 22.99954605102539 (31.702529980586124) --> EVAL PERFORMANCE | > avg_loader_time: 0.002381012989924504 (-0.00019071652339055015) | > avg_loss_disc: 2.4559024205574627 (-0.03769639822152904) | > avg_loss_disc_real_0: 0.14732327770728332 (+0.00905719112891415) | > avg_loss_disc_real_1: 0.25521857692645145 (+0.0212781950831413) | > avg_loss_disc_real_2: 0.18494279482043707 (-0.05892526444334251) | > avg_loss_disc_real_3: 0.20834826219540376 (-0.013730143698362202) | > avg_loss_disc_real_4: 0.21899108330790812 (-0.00746501781619513) | > avg_loss_disc_real_5: 0.22765788894433242 (-0.01887573932225886) | > avg_loss_0: 2.4559024205574627 (-0.03769639822152904) | > avg_loss_gen: 2.2588229912977953 (-0.06528900219844003) | > avg_loss_kl: 3.0624110331902137 (+0.0538230675917406) | > avg_loss_feat: 6.668489043529217 (-0.4557814139586229) | > avg_loss_mel: 17.34267337505634 (+0.025899373568016415) | > avg_loss_duration: 2.3701335283426133 (+0.014752708948575055) | > avg_loss_1: 31.702529980586124 (-0.4265951743492842)  > EPOCH: 853/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:01:13)   --> TIME: 2024-06-12 05:01:17 -- STEP: 9/330 -- GLOBAL_STEP: 369500 | > loss_disc: 2.311100482940674 (2.331161896387736) | > loss_disc_real_0: 0.09988810867071152 (0.10355407744646072) | > loss_disc_real_1: 0.1587335169315338 (0.18993285960621303) | > loss_disc_real_2: 0.22736546397209167 (0.20806002451313865) | > loss_disc_real_3: 0.24283087253570557 (0.23292774458726248) | > loss_disc_real_4: 0.2433026134967804 (0.23648042480150858) | > loss_disc_real_5: 0.22518397867679596 (0.22625403271781075) | > loss_0: 2.311100482940674 (2.331161896387736) | > grad_norm_0: tensor(6.6054, device='cuda:0') (tensor(8.2802, device='cuda:0')) | > loss_gen: 2.3907551765441895 (2.468319813410441) | > loss_kl: 1.8445972204208374 (1.9437917073567708) | > loss_feat: 6.662995338439941 (7.010898484124078) | > loss_mel: 17.244476318359375 (17.545366711086697) | > loss_duration: 2.083064556121826 (2.1034357017940946) | > loss_1: 30.225887298583984 (31.07181273566352) | > grad_norm_1: tensor(103.2759, device='cuda:0') (tensor(102.0118, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.354 (0.3726600276099311) | > loader_time: 0.0032 (0.003207524617513021) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_369500.pth  --> TIME: 2024-06-12 05:01:31 -- STEP: 34/330 -- GLOBAL_STEP: 369525 | > loss_disc: 2.350105047225952 (2.329683177611408) | > loss_disc_real_0: 0.09203511476516724 (0.099711413769161) | > loss_disc_real_1: 0.19015145301818848 (0.19383657855146072) | > loss_disc_real_2: 0.20752955973148346 (0.2102960540967829) | > loss_disc_real_3: 0.2190505713224411 (0.2281306513092097) | > loss_disc_real_4: 0.20823349058628082 (0.23021955086904414) | > loss_disc_real_5: 0.19483764469623566 (0.22160129643538418) | > loss_0: 2.350105047225952 (2.329683177611408) | > grad_norm_0: tensor(7.3254, device='cuda:0') (tensor(9.3842, device='cuda:0')) | > loss_gen: 2.5333139896392822 (2.4795175370048073) | > loss_kl: 1.964735984802246 (1.9592759258606856) | > loss_feat: 7.830272197723389 (6.970413334229413) | > loss_mel: 17.86571502685547 (17.304357416489545) | > loss_duration: 2.0159053802490234 (2.0063602643854477) | > loss_1: 32.20994186401367 (30.719924029181986) | > grad_norm_1: tensor(86.3306, device='cuda:0') (tensor(107.1219, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3541 (0.37361326638390036) | > loader_time: 0.0032 (0.003378552549025592)  --> TIME: 2024-06-12 05:01:41 -- STEP: 59/330 -- GLOBAL_STEP: 369550 | > loss_disc: 2.3344521522521973 (2.350539708541612) | > loss_disc_real_0: 0.09290163964033127 (0.10358816486293987) | > loss_disc_real_1: 0.19056732952594757 (0.19754738348015285) | > loss_disc_real_2: 0.17905715107917786 (0.20895061654559635) | > loss_disc_real_3: 0.20385019481182098 (0.23022599543555308) | > loss_disc_real_4: 0.24236178398132324 (0.23319378141629493) | > loss_disc_real_5: 0.23433400690555573 (0.22310732128256458) | > loss_0: 2.3344521522521973 (2.350539708541612) | > grad_norm_0: tensor(10.4564, device='cuda:0') (tensor(9.0647, device='cuda:0')) | > loss_gen: 2.3702921867370605 (2.461335400403556) | > loss_kl: 1.9379737377166748 (1.9619501748327481) | > loss_feat: 6.636341094970703 (6.918245509519416) | > loss_mel: 15.911240577697754 (17.187758962986834) | > loss_duration: 1.9353969097137451 (1.9867766550031754) | > loss_1: 28.791244506835938 (30.51606647038864) | > grad_norm_1: tensor(68.8377, device='cuda:0') (tensor(101.0144, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3464 (0.37376609495130636) | > loader_time: 0.0034 (0.0035007282838983053)  --> TIME: 2024-06-12 05:01:50 -- STEP: 84/330 -- GLOBAL_STEP: 369575 | > loss_disc: 2.4007797241210938 (2.3555831227983752) | > loss_disc_real_0: 0.10086603462696075 (0.10669780354059878) | > loss_disc_real_1: 0.14943620562553406 (0.19687130550543466) | > loss_disc_real_2: 0.20293429493904114 (0.20886990711802528) | > loss_disc_real_3: 0.2722558379173279 (0.2311855802933375) | > loss_disc_real_4: 0.23241287469863892 (0.23196457024841083) | > loss_disc_real_5: 0.23946572840213776 (0.2233083610023771) | > loss_0: 2.4007797241210938 (2.3555831227983752) | > grad_norm_0: tensor(8.8779, device='cuda:0') (tensor(9.0551, device='cuda:0')) | > loss_gen: 2.4722342491149902 (2.4608994183086215) | > loss_kl: 1.9984314441680908 (1.991821030775706) | > loss_feat: 6.593625545501709 (6.936139629000709) | > loss_mel: 16.097999572753906 (17.143225011371424) | > loss_duration: 2.042799472808838 (1.98211167539869) | > loss_1: 29.205089569091797 (30.514196600232804) | > grad_norm_1: tensor(71.8020, device='cuda:0') (tensor(98.4977, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3649 (0.3727319808233352) | > loader_time: 0.0036 (0.0035416881243387857)  --> TIME: 2024-06-12 05:02:00 -- STEP: 109/330 -- GLOBAL_STEP: 369600 | > loss_disc: 2.2557616233825684 (2.3539187842552813) | > loss_disc_real_0: 0.09699435532093048 (0.10842426080222524) | > loss_disc_real_1: 0.208098903298378 (0.19683757342329813) | > loss_disc_real_2: 0.19301213324069977 (0.20879779742398394) | > loss_disc_real_3: 0.250102162361145 (0.23085330522388492) | > loss_disc_real_4: 0.21611593663692474 (0.2316858787602241) | > loss_disc_real_5: 0.2262669950723648 (0.2239445446554674) | > loss_0: 2.2557616233825684 (2.3539187842552813) | > grad_norm_0: tensor(9.6916, device='cuda:0') (tensor(8.9885, device='cuda:0')) | > loss_gen: 2.62784481048584 (2.4626426171819005) | > loss_kl: 2.1265106201171875 (2.0024478227720346) | > loss_feat: 6.596564292907715 (6.9163469655798115) | > loss_mel: 17.073808670043945 (17.106902166244076) | > loss_duration: 1.941385269165039 (1.9851924137237966) | > loss_1: 30.366113662719727 (30.473531880509963) | > grad_norm_1: tensor(124.5843, device='cuda:0') (tensor(97.4579, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.367 (0.3722113906790357) | > loader_time: 0.0039 (0.003590470060296015)  --> TIME: 2024-06-12 05:02:09 -- STEP: 134/330 -- GLOBAL_STEP: 369625 | > loss_disc: 2.3297407627105713 (2.3596996424803094) | > loss_disc_real_0: 0.09385925531387329 (0.1101769814406758) | > loss_disc_real_1: 0.1554819494485855 (0.19588200036269515) | > loss_disc_real_2: 0.22260098159313202 (0.20970828419745857) | > loss_disc_real_3: 0.24040630459785461 (0.23119457755515824) | > loss_disc_real_4: 0.23177456855773926 (0.23155719775762132) | > loss_disc_real_5: 0.21297332644462585 (0.2238971752239697) | > loss_0: 2.3297407627105713 (2.3596996424803094) | > grad_norm_0: tensor(10.1340, device='cuda:0') (tensor(8.6170, device='cuda:0')) | > loss_gen: 2.618708848953247 (2.4605361347767842) | > loss_kl: 2.037950038909912 (2.0161056625309266) | > loss_feat: 7.716083526611328 (6.930568481559184) | > loss_mel: 17.76688003540039 (17.168376467121167) | > loss_duration: 2.0249526500701904 (1.9892005742485843) | > loss_1: 32.16457748413086 (30.564787309561204) | > grad_norm_1: tensor(49.4676, device='cuda:0') (tensor(93.9663, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3783 (0.3730005524051723) | > loader_time: 0.0037 (0.003674437750631304)  --> TIME: 2024-06-12 05:02:19 -- STEP: 159/330 -- GLOBAL_STEP: 369650 | > loss_disc: 2.4144763946533203 (2.3590304791552463) | > loss_disc_real_0: 0.15104438364505768 (0.11177886544533495) | > loss_disc_real_1: 0.2253323495388031 (0.19618362029018643) | > loss_disc_real_2: 0.2552025318145752 (0.2094882459573026) | > loss_disc_real_3: 0.2176394909620285 (0.2309356169693125) | > loss_disc_real_4: 0.2293023020029068 (0.23102274255932503) | > loss_disc_real_5: 0.2335839569568634 (0.22385528271303237) | > loss_0: 2.4144763946533203 (2.3590304791552463) | > grad_norm_0: tensor(10.8114, device='cuda:0') (tensor(9.1711, device='cuda:0')) | > loss_gen: 2.549971103668213 (2.4665488342069226) | > loss_kl: 1.9505730867385864 (2.0186276660775233) | > loss_feat: 7.5079145431518555 (6.942010342699927) | > loss_mel: 17.28166389465332 (17.160323484888604) | > loss_duration: 2.0118367671966553 (1.9934218582117333) | > loss_1: 31.301958084106445 (30.58093214934727) | > grad_norm_1: tensor(174.9529, device='cuda:0') (tensor(99.3485, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3743 (0.3738766136409351) | > loader_time: 0.0042 (0.0037304980200041763)  --> TIME: 2024-06-12 05:02:29 -- STEP: 184/330 -- GLOBAL_STEP: 369675 | > loss_disc: 2.391174793243408 (2.3674375401890795) | > loss_disc_real_0: 0.11471813917160034 (0.11318778659662475) | > loss_disc_real_1: 0.2181379199028015 (0.1966580491836952) | > loss_disc_real_2: 0.2286493331193924 (0.2113540459262288) | > loss_disc_real_3: 0.26604408025741577 (0.2314933672061433) | > loss_disc_real_4: 0.2506675720214844 (0.2313467710400405) | > loss_disc_real_5: 0.23521415889263153 (0.22398638150290304) | > loss_0: 2.391174793243408 (2.3674375401890795) | > grad_norm_0: tensor(9.1128, device='cuda:0') (tensor(9.8040, device='cuda:0')) | > loss_gen: 2.382594108581543 (2.457167165434878) | > loss_kl: 2.0780322551727295 (2.024802837682807) | > loss_feat: 6.710022449493408 (6.921387434005737) | > loss_mel: 16.66700553894043 (17.1488971295564) | > loss_duration: 2.0458340644836426 (2.0004975206178166) | > loss_1: 29.883487701416016 (30.55275202834088) | > grad_norm_1: tensor(145.2897, device='cuda:0') (tensor(115.1381, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3813 (0.3753737340802732) | > loader_time: 0.0043 (0.0038342087165169096)  --> TIME: 2024-06-12 05:02:39 -- STEP: 209/330 -- GLOBAL_STEP: 369700 | > loss_disc: 2.2554707527160645 (2.3688900641847455) | > loss_disc_real_0: 0.08965303748846054 (0.11422369322565754) | > loss_disc_real_1: 0.19848547875881195 (0.19674039792501186) | > loss_disc_real_2: 0.24431957304477692 (0.21133278124925622) | > loss_disc_real_3: 0.2391366809606552 (0.23120603528604552) | > loss_disc_real_4: 0.22472552955150604 (0.2316086578882482) | > loss_disc_real_5: 0.1640608012676239 (0.22390373607286426) | > loss_0: 2.2554707527160645 (2.3688900641847455) | > grad_norm_0: tensor(17.3409, device='cuda:0') (tensor(10.9280, device='cuda:0')) | > loss_gen: 2.5963916778564453 (2.4612963233838223) | > loss_kl: 2.032590389251709 (2.026778839421615) | > loss_feat: 7.997372150421143 (6.938793638676548) | > loss_mel: 17.501903533935547 (17.133873652042944) | > loss_duration: 2.0865683555603027 (2.008378980832808) | > loss_1: 32.21482467651367 (30.569121383593984) | > grad_norm_1: tensor(311.7826, device='cuda:0') (tensor(135.5843, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.3965 (0.3774842303335382) | > loader_time: 0.0044 (0.0039384844200462815)  --> TIME: 2024-06-12 05:02:49 -- STEP: 234/330 -- GLOBAL_STEP: 369725 | > loss_disc: 2.3581650257110596 (2.3679802713231144) | > loss_disc_real_0: 0.10029439628124237 (0.1150395448327574) | > loss_disc_real_1: 0.1673806607723236 (0.19681894231555808) | > loss_disc_real_2: 0.176025852560997 (0.211582608648345) | > loss_disc_real_3: 0.23251573741436005 (0.23079167688504243) | > loss_disc_real_4: 0.22085075080394745 (0.23135489671148807) | > loss_disc_real_5: 0.20240271091461182 (0.22219560365391594) | > loss_0: 2.3581650257110596 (2.3679802713231144) | > grad_norm_0: tensor(38.0246, device='cuda:0') (tensor(13.1324, device='cuda:0')) | > loss_gen: 2.4047465324401855 (2.4714028213778096) | > loss_kl: 1.926339030265808 (2.0298121836450376) | > loss_feat: 7.002655029296875 (6.947913367524106) | > loss_mel: 15.94741153717041 (17.103254240802194) | > loss_duration: 2.0881006717681885 (2.0172007007476616) | > loss_1: 29.369253158569336 (30.569583314096825) | > grad_norm_1: tensor(434.8068, device='cuda:0') (tensor(161.8203, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.4052 (0.3800880807077783) | > loader_time: 0.005 (0.004058491470467334)  --> TIME: 2024-06-12 05:03:00 -- STEP: 259/330 -- GLOBAL_STEP: 369750 | > loss_disc: 2.331707715988159 (2.371889964033738) | > loss_disc_real_0: 0.0951337218284607 (0.1163822542228754) | > loss_disc_real_1: 0.18040692806243896 (0.1971280769261614) | > loss_disc_real_2: 0.2066379189491272 (0.21168425564139967) | > loss_disc_real_3: 0.23446084558963776 (0.23133771811903214) | > loss_disc_real_4: 0.20448103547096252 (0.23166564889396019) | > loss_disc_real_5: 0.2256450653076172 (0.22244197199243376) | > loss_0: 2.331707715988159 (2.371889964033738) | > grad_norm_0: tensor(32.7638, device='cuda:0') (tensor(15.3780, device='cuda:0')) | > loss_gen: 2.4395651817321777 (2.4774055563805173) | > loss_kl: 1.9658787250518799 (2.0330980822846705) | > loss_feat: 6.579351425170898 (6.963717604235793) | > loss_mel: 16.25309181213379 (17.073319924844263) | > loss_duration: 2.1222643852233887 (2.0250364947042874) | > loss_1: 29.360151290893555 (30.572577686383458) | > grad_norm_1: tensor(582.7819, device='cuda:0') (tensor(190.8406, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.4146 (0.3835959112322008) | > loader_time: 0.0053 (0.004188740115368231)  --> TIME: 2024-06-12 05:03:11 -- STEP: 284/330 -- GLOBAL_STEP: 369775 | > loss_disc: 2.425217628479004 (2.3742081883927457) | > loss_disc_real_0: 0.1389908790588379 (0.11773177498662976) | > loss_disc_real_1: 0.24117058515548706 (0.1976009774690783) | > loss_disc_real_2: 0.2385067194700241 (0.21147197553179634) | > loss_disc_real_3: 0.25437918305397034 (0.2311941450330573) | > loss_disc_real_4: 0.2345721423625946 (0.23168607271263297) | > loss_disc_real_5: 0.25086838006973267 (0.22242051536138632) | > loss_0: 2.425217628479004 (2.3742081883927457) | > grad_norm_0: tensor(35.2646, device='cuda:0') (tensor(16.9976, device='cuda:0')) | > loss_gen: 2.616302728652954 (2.4760211185670213) | > loss_kl: 1.9568454027175903 (2.0380454382426314) | > loss_feat: 6.605900287628174 (6.960275990862242) | > loss_mel: 16.94273567199707 (17.023840175548056) | > loss_duration: 2.1664042472839355 (2.034991615674865) | > loss_1: 30.288188934326172 (30.533174367018148) | > grad_norm_1: tensor(491.6164, device='cuda:0') (tensor(209.9574, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.4447 (0.38836952498261357) | > loader_time: 0.006 (0.004324548681017382)  --> TIME: 2024-06-12 05:03:23 -- STEP: 309/330 -- GLOBAL_STEP: 369800 | > loss_disc: 2.484602451324463 (2.3813105756025092) | > loss_disc_real_0: 0.08763054013252258 (0.11990864972755746) | > loss_disc_real_1: 0.18403342366218567 (0.19852484733734324) | > loss_disc_real_2: 0.19637684524059296 (0.21187680135074172) | > loss_disc_real_3: 0.2149568498134613 (0.23160095093319716) | > loss_disc_real_4: 0.236317440867424 (0.23252276434867514) | > loss_disc_real_5: 0.2092982828617096 (0.22397182857720216) | > loss_0: 2.484602451324463 (2.3813105756025092) | > grad_norm_0: tensor(27.9496, device='cuda:0') (tensor(17.1132, device='cuda:0')) | > loss_gen: 2.247539520263672 (2.469371824974379) | > loss_kl: 2.003354787826538 (2.040899254357546) | > loss_feat: 6.720920085906982 (6.96208594763549) | > loss_mel: 15.9174165725708 (16.969260397852413) | > loss_duration: 2.2211079597473145 (2.046915868725206) | > loss_1: 29.11033821105957 (30.488533316306697) | > grad_norm_1: tensor(277.1248, device='cuda:0') (tensor(213.9824, device='cuda:0')) | > current_lr_0: 0.0001797713385493544 | > current_lr_1: 0.0001797713385493544 | > step_time: 0.5097 (0.3966780295263987) | > loader_time: 0.0068 (0.004530057166386578)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.427104949951172 (2.427104949951172) | > loss_disc_real_0: 0.24892419576644897 (0.24892419576644897) | > loss_disc_real_1: 0.17197994887828827 (0.17197994887828827) | > loss_disc_real_2: 0.3181358873844147 (0.3181358873844147) | > loss_disc_real_3: 0.2545378506183624 (0.2545378506183624) | > loss_disc_real_4: 0.24799957871437073 (0.24799957871437073) | > loss_disc_real_5: 0.2132440209388733 (0.2132440209388733) | > loss_0: 2.427104949951172 (2.427104949951172) | > loss_gen: 2.551898956298828 (2.551898956298828) | > loss_kl: 3.089571714401245 (3.089571714401245) | > loss_feat: 6.248534202575684 (6.248534202575684) | > loss_mel: 16.1795711517334 (16.1795711517334) | > loss_duration: 3.1231937408447266 (3.1231937408447266) | > loss_1: 31.19277000427246 (31.19277000427246)  --> STEP: 1 | > loss_disc: 2.2966930866241455 (2.2966930866241455) | > loss_disc_real_0: 0.14619840681552887 (0.14619840681552887) | > loss_disc_real_1: 0.14094310998916626 (0.14094310998916626) | > loss_disc_real_2: 0.16959534585475922 (0.16959534585475922) | > loss_disc_real_3: 0.25617483258247375 (0.25617483258247375) | > loss_disc_real_4: 0.27076488733291626 (0.27076488733291626) | > loss_disc_real_5: 0.15095339715480804 (0.15095339715480804) | > loss_0: 2.2966930866241455 (2.2966930866241455) | > loss_gen: 2.3077621459960938 (2.3077621459960938) | > loss_kl: 3.50048565864563 (3.50048565864563) | > loss_feat: 6.329323768615723 (6.329323768615723) | > loss_mel: 16.399627685546875 (16.399627685546875) | > loss_duration: 2.407043933868408 (2.407043933868408) | > loss_1: 30.944242477416992 (30.944242477416992)  --> STEP: 2 | > loss_disc: 2.516364336013794 (2.4065287113189697) | > loss_disc_real_0: 0.10589641332626343 (0.12604741007089615) | > loss_disc_real_1: 0.14525295794010162 (0.14309803396463394) | > loss_disc_real_2: 0.22680264711380005 (0.19819899648427963) | > loss_disc_real_3: 0.22323794662952423 (0.239706389605999) | > loss_disc_real_4: 0.25735142827033997 (0.2640581578016281) | > loss_disc_real_5: 0.26052185893058777 (0.2057376280426979) | > loss_0: 2.516364336013794 (2.4065287113189697) | > loss_gen: 2.0114924907684326 (2.159627318382263) | > loss_kl: 2.695207357406616 (3.097846508026123) | > loss_feat: 4.887093544006348 (5.608208656311035) | > loss_mel: 19.439834594726562 (17.91973114013672) | > loss_duration: 2.455982208251953 (2.4315130710601807) | > loss_1: 31.48961067199707 (31.21692657470703)  --> STEP: 3 | > loss_disc: 2.406529664993286 (2.4065290292104087) | > loss_disc_real_0: 0.11475429683923721 (0.1222830389936765) | > loss_disc_real_1: 0.1586558073759079 (0.1482839584350586) | > loss_disc_real_2: 0.21099719405174255 (0.20246506234010062) | > loss_disc_real_3: 0.2956034541130066 (0.2583387444416682) | > loss_disc_real_4: 0.32341063022613525 (0.2838423152764638) | > loss_disc_real_5: 0.21316005289554596 (0.20821176966031393) | > loss_0: 2.406529664993286 (2.4065290292104087) | > loss_gen: 2.563464403152466 (2.2942396799723306) | > loss_kl: 2.846937894821167 (3.014210303624471) | > loss_feat: 6.8767595291137695 (6.03105894724528) | > loss_mel: 17.872142791748047 (17.903868357340496) | > loss_duration: 2.341620445251465 (2.4015488624572754) | > loss_1: 32.50092697143555 (31.64492670694987)  --> STEP: 4 | > loss_disc: 2.7172884941101074 (2.4842188954353333) | > loss_disc_real_0: 0.19056746363639832 (0.13935414515435696) | > loss_disc_real_1: 0.18144911527633667 (0.1565752476453781) | > loss_disc_real_2: 0.242585226893425 (0.2124951034784317) | > loss_disc_real_3: 0.3078739047050476 (0.27072253450751305) | > loss_disc_real_4: 0.2953437566757202 (0.2867176756262779) | > loss_disc_real_5: 0.23025894165039062 (0.2137235626578331) | > loss_0: 2.7172884941101074 (2.4842188954353333) | > loss_gen: 2.07537841796875 (2.2395243644714355) | > loss_kl: 3.7360522747039795 (3.194670796394348) | > loss_feat: 5.8495402336120605 (5.985679268836975) | > loss_mel: 18.015146255493164 (17.931687831878662) | > loss_duration: 2.4037840366363525 (2.4021076560020447) | > loss_1: 32.07990264892578 (31.753670692443848)  --> STEP: 5 | > loss_disc: 2.3372409343719482 (2.454823303222656) | > loss_disc_real_0: 0.23532070219516754 (0.15854745656251906) | > loss_disc_real_1: 0.1717384308576584 (0.15960788428783418) | > loss_disc_real_2: 0.3414101302623749 (0.23827810883522033) | > loss_disc_real_3: 0.27585917711257935 (0.27174986302852633) | > loss_disc_real_4: 0.23878563940525055 (0.27713126838207247) | > loss_disc_real_5: 0.1985219419002533 (0.21068323850631715) | > loss_0: 2.3372409343719482 (2.454823303222656) | > loss_gen: 2.81240177154541 (2.3540998458862306) | > loss_kl: 2.907118320465088 (3.137160301208496) | > loss_feat: 5.4006195068359375 (5.868667316436768) | > loss_mel: 18.61475944519043 (18.068302154541016) | > loss_duration: 2.3826916217803955 (2.398224449157715) | > loss_1: 32.11758804321289 (31.826454162597656)  --> STEP: 6 | > loss_disc: 2.4744577407836914 (2.4580957094828286) | > loss_disc_real_0: 0.20120839774608612 (0.16565761342644691) | > loss_disc_real_1: 0.21128898859024048 (0.16822140167156854) | > loss_disc_real_2: 0.22221732139587402 (0.23560131092866263) | > loss_disc_real_3: 0.21819767355918884 (0.26282449811697006) | > loss_disc_real_4: 0.2191721349954605 (0.26747141281763714) | > loss_disc_real_5: 0.20908516645431519 (0.2104168931643168) | > loss_0: 2.4744577407836914 (2.4580957094828286) | > loss_gen: 2.3861427307128906 (2.359440326690674) | > loss_kl: 2.864508628845215 (3.0917183558146157) | > loss_feat: 5.322482585906982 (5.777636528015137) | > loss_mel: 17.857519149780273 (18.03317165374756) | > loss_duration: 2.236830949783325 (2.3713255325953164) | > loss_1: 30.667484283447266 (31.63329251607259)  --> STEP: 7 | > loss_disc: 2.2510948181152344 (2.4285241535731723) | > loss_disc_real_0: 0.08963380753993988 (0.15479706972837448) | > loss_disc_real_1: 0.15759322047233582 (0.16670309007167816) | > loss_disc_real_2: 0.25323721766471863 (0.23812072617667063) | > loss_disc_real_3: 0.2760089635848999 (0.26470799318381716) | > loss_disc_real_4: 0.2378861904144287 (0.2632449524743216) | > loss_disc_real_5: 0.2950378358364105 (0.2225055992603302) | > loss_0: 2.2510948181152344 (2.4285241535731723) | > loss_gen: 2.7139220237731934 (2.4100805691310336) | > loss_kl: 4.03606653213501 (3.226625238146101) | > loss_feat: 6.376173496246338 (5.863141809191022) | > loss_mel: 19.396509170532227 (18.22793415614537) | > loss_duration: 2.5002450942993164 (2.389742612838745) | > loss_1: 35.02291488647461 (32.11752428327288)  --> STEP: 8 | > loss_disc: 2.472025156021118 (2.4339617788791656) | > loss_disc_real_0: 0.1627047210931778 (0.1557855261489749) | > loss_disc_real_1: 0.21739040315151215 (0.1730390042066574) | > loss_disc_real_2: 0.22768978774547577 (0.23681685887277126) | > loss_disc_real_3: 0.2623057961463928 (0.26440771855413914) | > loss_disc_real_4: 0.3198384642601013 (0.2703191414475441) | > loss_disc_real_5: 0.2249176800251007 (0.2228071093559265) | > loss_0: 2.472025156021118 (2.4339617788791656) | > loss_gen: 2.57171368598938 (2.430284708738327) | > loss_kl: 3.334296226501465 (3.2400841116905212) | > loss_feat: 8.086575508117676 (6.141071021556854) | > loss_mel: 19.48740005493164 (18.385367393493652) | > loss_duration: 2.290025472640991 (2.377277970314026) | > loss_1: 35.7700080871582 (32.574084758758545)  --> STEP: 9 | > loss_disc: 2.787989854812622 (2.4732982317606607) | > loss_disc_real_0: 0.23953993618488312 (0.16509157170852026) | > loss_disc_real_1: 0.18127532303333282 (0.17395415074295467) | > loss_disc_real_2: 0.2691459059715271 (0.24040897521707746) | > loss_disc_real_3: 0.3056156039237976 (0.2689863724841012) | > loss_disc_real_4: 0.30622580647468567 (0.2743087708950043) | > loss_disc_real_5: 0.26795506477355957 (0.22782354884677464) | > loss_0: 2.787989854812622 (2.4732982317606607) | > loss_gen: 2.282280206680298 (2.4138397640652127) | > loss_kl: 3.1708126068115234 (3.232387277815077) | > loss_feat: 8.598471641540527 (6.414115534888373) | > loss_mel: 17.505977630615234 (18.287657419840496) | > loss_duration: 2.1849355697631836 (2.3559065924750433) | > loss_1: 33.74247741699219 (32.70390616522895)  --> STEP: 10 | > loss_disc: 2.236654281616211 (2.449633836746216) | > loss_disc_real_0: 0.11218860745429993 (0.15980127528309823) | > loss_disc_real_1: 0.13062088191509247 (0.16962082386016847) | > loss_disc_real_2: 0.28216180205345154 (0.24458425790071486) | > loss_disc_real_3: 0.232674241065979 (0.265355159342289) | > loss_disc_real_4: 0.2169284224510193 (0.2685707360506058) | > loss_disc_real_5: 0.22014908492565155 (0.22705610245466232) | > loss_0: 2.236654281616211 (2.449633836746216) | > loss_gen: 2.406728506088257 (2.413128638267517) | > loss_kl: 2.761829376220703 (3.1853314876556396) | > loss_feat: 6.968868255615234 (6.46959080696106) | > loss_mel: 17.390958786010742 (18.19798755645752) | > loss_duration: 2.3759584426879883 (2.357911777496338) | > loss_1: 31.904342651367188 (32.62394981384277)  --> STEP: 11 | > loss_disc: 2.510855197906494 (2.4551994150335137) | > loss_disc_real_0: 0.17618906497955322 (0.16129107434641232) | > loss_disc_real_1: 0.21608255803585052 (0.17384461787613956) | > loss_disc_real_2: 0.268619567155838 (0.24676928601481699) | > loss_disc_real_3: 0.24920476973056793 (0.2638869421048598) | > loss_disc_real_4: 0.2553641200065613 (0.2673701345920563) | > loss_disc_real_5: 0.20774886012077332 (0.22530089860612695) | > loss_0: 2.510855197906494 (2.4551994150335137) | > loss_gen: 2.3348729610443115 (2.40601448579268) | > loss_kl: 3.266599178314209 (3.1927194595336914) | > loss_feat: 6.2560625076293945 (6.450179143385454) | > loss_mel: 17.77698516845703 (18.15971461209384) | > loss_duration: 2.445932149887085 (2.3659136295318604) | > loss_1: 32.08045196533203 (32.57454091852362)  --> STEP: 12 | > loss_disc: 2.560908079147339 (2.4640084703763327) | > loss_disc_real_0: 0.21765318512916565 (0.16598791691164175) | > loss_disc_real_1: 0.1450512558221817 (0.17144517103830972) | > loss_disc_real_2: 0.1809787005186081 (0.24128673722346625) | > loss_disc_real_3: 0.23225177824497223 (0.26125067844986916) | > loss_disc_real_4: 0.21740113198757172 (0.26320605104168254) | > loss_disc_real_5: 0.1926918625831604 (0.2225834789375464) | > loss_0: 2.560908079147339 (2.4640084703763327) | > loss_gen: 1.9065237045288086 (2.364390254020691) | > loss_kl: 2.3817989826202393 (3.125142753124237) | > loss_feat: 4.94293212890625 (6.324575225512187) | > loss_mel: 14.429737091064453 (17.848883152008057) | > loss_duration: 2.25459623336792 (2.356637179851532) | > loss_1: 25.91558837890625 (32.01962820688883)  --> STEP: 13 | > loss_disc: 2.438817262649536 (2.4620706851665792) | > loss_disc_real_0: 0.11654095351696014 (0.1621843043428201) | > loss_disc_real_1: 0.1865474283695221 (0.17260688314071068) | > loss_disc_real_2: 0.23276326060295105 (0.2406310851757343) | > loss_disc_real_3: 0.27067264914512634 (0.2619754454264274) | > loss_disc_real_4: 0.24105551838874817 (0.26150216391453374) | > loss_disc_real_5: 0.24813494086265564 (0.22454897600870866) | > loss_0: 2.438817262649536 (2.4620706851665792) | > loss_gen: 2.3595755100250244 (2.364019889097947) | > loss_kl: 2.9877841472625732 (3.1145767065194936) | > loss_feat: 6.6744914054870605 (6.351491854741023) | > loss_mel: 17.21525764465332 (17.800142728365383) | > loss_duration: 2.2439842224121094 (2.347971567740807) | > loss_1: 31.48109245300293 (31.978202379666843)  --> STEP: 14 | > loss_disc: 2.3954319953918457 (2.457310778754098) | > loss_disc_real_0: 0.2149065136909485 (0.16595017643911497) | > loss_disc_real_1: 0.13360290229320526 (0.16982088450874602) | > loss_disc_real_2: 0.2457999587059021 (0.24100029042788915) | > loss_disc_real_3: 0.2504449188709259 (0.26115183638674877) | > loss_disc_real_4: 0.24075253307819366 (0.2600200474262237) | > loss_disc_real_5: 0.16856186091899872 (0.22054989635944366) | > loss_0: 2.3954319953918457 (2.457310778754098) | > loss_gen: 2.3966331481933594 (2.3663494076047624) | > loss_kl: 3.623265027999878 (3.1509115866252353) | > loss_feat: 6.53824520111084 (6.364831379481724) | > loss_mel: 17.651771545410156 (17.789544786725724) | > loss_duration: 2.40169358253479 (2.351808854511806) | > loss_1: 32.611610412597656 (32.023445810590474)  --> STEP: 15 | > loss_disc: 2.221574068069458 (2.4415949980417886) | > loss_disc_real_0: 0.11843737214803696 (0.1627826561530431) | > loss_disc_real_1: 0.2232370227575302 (0.1733819603919983) | > loss_disc_real_2: 0.23422862589359283 (0.24054884612560273) | > loss_disc_real_3: 0.26985490322113037 (0.2617320408423742) | > loss_disc_real_4: 0.25934192538261414 (0.25997483928998305) | > loss_disc_real_5: 0.1894945204257965 (0.21847953796386718) | > loss_0: 2.221574068069458 (2.4415949980417886) | > loss_gen: 2.6628034114837646 (2.386113007863363) | > loss_kl: 3.9837846755981445 (3.2064364592234296) | > loss_feat: 9.152970314025879 (6.550707308451335) | > loss_mel: 16.96607780456543 (17.73464698791504) | > loss_duration: 2.4382877349853516 (2.3575741132100423) | > loss_1: 35.20392608642578 (32.23547782897949)  --> STEP: 16 | > loss_disc: 2.419769287109375 (2.440230891108513) | > loss_disc_real_0: 0.1231127679347992 (0.16030328813940287) | > loss_disc_real_1: 0.1838962435722351 (0.1740391030907631) | > loss_disc_real_2: 0.2510715126991272 (0.241206512786448) | > loss_disc_real_3: 0.2931997776031494 (0.2636987743899227) | > loss_disc_real_4: 0.25708022713661194 (0.25979392603039736) | > loss_disc_real_5: 0.30866891145706177 (0.22411637380719185) | > loss_0: 2.419769287109375 (2.440230891108513) | > loss_gen: 2.553252935409546 (2.396559253334999) | > loss_kl: 2.880051851272583 (3.1860374212265015) | > loss_feat: 8.940739631652832 (6.700084328651428) | > loss_mel: 16.69074058532715 (17.669402837753296) | > loss_duration: 2.413480758666992 (2.3610682785511017) | > loss_1: 33.47826385498047 (32.31315195560455)  --> STEP: 17 | > loss_disc: 2.5684702396392822 (2.447774382198558) | > loss_disc_real_0: 0.23939064145088196 (0.1649554853930193) | > loss_disc_real_1: 0.19004681706428528 (0.1749807333244997) | > loss_disc_real_2: 0.24767088890075684 (0.24158677020493677) | > loss_disc_real_3: 0.2689882218837738 (0.2640099183601492) | > loss_disc_real_4: 0.249778151512146 (0.2592047628234414) | > loss_disc_real_5: 0.3177492618560791 (0.22962419075124404) | > loss_0: 2.5684702396392822 (2.447774382198558) | > loss_gen: 2.547668695449829 (2.405448044047636) | > loss_kl: 2.6700332164764404 (3.155684232711792) | > loss_feat: 6.165661811828613 (6.668647710014792) | > loss_mel: 17.09462547302246 (17.635592404533835) | > loss_duration: 2.426934242248535 (2.3649427470038917) | > loss_1: 30.904922485351562 (32.230314927942615)  --> STEP: 18 | > loss_disc: 2.377458095550537 (2.4438679218292236) | > loss_disc_real_0: 0.10130640119314194 (0.16141942515969276) | > loss_disc_real_1: 0.15288366377353668 (0.17375311834944618) | > loss_disc_real_2: 0.20672111213207245 (0.23964978920088875) | > loss_disc_real_3: 0.2225450724363327 (0.2617063158088261) | > loss_disc_real_4: 0.25277069211006165 (0.2588473144504759) | > loss_disc_real_5: 0.2203369140625 (0.22910823093520272) | > loss_0: 2.377458095550537 (2.4438679218292236) | > loss_gen: 2.2945785522460938 (2.399288627836439) | > loss_kl: 3.084782600402832 (3.151745253139072) | > loss_feat: 7.526743412017822 (6.716319693459405) | > loss_mel: 19.3851318359375 (17.732789039611816) | > loss_duration: 2.2858643531799316 (2.3605495029025607) | > loss_1: 34.57710266113281 (32.36069202423096)  --> STEP: 19 | > loss_disc: 2.565493583679199 (2.4502692724529065) | > loss_disc_real_0: 0.193679079413414 (0.1631173016993623) | > loss_disc_real_1: 0.17205810546875 (0.17366390714519903) | > loss_disc_real_2: 0.2818920314311981 (0.24187306510774711) | > loss_disc_real_3: 0.3765643239021301 (0.26775147412952627) | > loss_disc_real_4: 0.33464574813842773 (0.2628367056972102) | > loss_disc_real_5: 0.21990105509757996 (0.22862364273322255) | > loss_0: 2.565493583679199 (2.4502692724529065) | > loss_gen: 2.4571518898010254 (2.402334062676681) | > loss_kl: 2.1908881664276123 (3.1011738275226794) | > loss_feat: 6.496458053588867 (6.704748028203061) | > loss_mel: 16.6178035736084 (17.67410559403269) | > loss_duration: 2.3710429668426514 (2.361101790478355) | > loss_1: 30.133342742919922 (32.24346311468827)  --> STEP: 20 | > loss_disc: 2.276238441467285 (2.4415677309036257) | > loss_disc_real_0: 0.0875546783208847 (0.15933917053043842) | > loss_disc_real_1: 0.11644307523965836 (0.170802865549922) | > loss_disc_real_2: 0.1944490373134613 (0.23950186371803284) | > loss_disc_real_3: 0.2181251496076584 (0.2652701579034329) | > loss_disc_real_4: 0.15246117115020752 (0.25731792896986005) | > loss_disc_real_5: 0.17918014526367188 (0.22615146785974502) | > loss_0: 2.276238441467285 (2.4415677309036257) | > loss_gen: 2.012813091278076 (2.382858014106751) | > loss_kl: 2.4536664485931396 (3.0687984585762025) | > loss_feat: 5.864767551422119 (6.662749004364014) | > loss_mel: 18.816307067871094 (17.73121566772461) | > loss_duration: 2.2902729511260986 (2.3575603485107424) | > loss_1: 31.437828063964844 (32.2031813621521)  --> STEP: 21 | > loss_disc: 2.320446014404297 (2.435800030117943) | > loss_disc_real_0: 0.12322871387004852 (0.15761962497518175) | > loss_disc_real_1: 0.16438612341880798 (0.17049730640082134) | > loss_disc_real_2: 0.19563864171504974 (0.23741313886074794) | > loss_disc_real_3: 0.23066574335098267 (0.2636223286390305) | > loss_disc_real_4: 0.22286565601825714 (0.25567734454359325) | > loss_disc_real_5: 0.22417248785495758 (0.2260572307166599) | > loss_0: 2.320446014404297 (2.435800030117943) | > loss_gen: 2.2297699451446533 (2.375568106060937) | > loss_kl: 2.2813425064086914 (3.0313005560920354) | > loss_feat: 6.608142852783203 (6.660148711431594) | > loss_mel: 16.358434677124023 (17.665845144362677) | > loss_duration: 2.167228937149048 (2.3484969479697093) | > loss_1: 29.644920349121094 (32.08135940915062)  --> STEP: 22 | > loss_disc: 2.459031105041504 (2.436855988069014) | > loss_disc_real_0: 0.1150348037481308 (0.15568395128304308) | > loss_disc_real_1: 0.1740199625492096 (0.170657427134839) | > loss_disc_real_2: 0.19566787779331207 (0.2355156269940463) | > loss_disc_real_3: 0.2959831953048706 (0.2650932771238414) | > loss_disc_real_4: 0.2884548008441925 (0.2571672289208932) | > loss_disc_real_5: 0.2500930428504944 (0.2271497676318342) | > loss_0: 2.459031105041504 (2.436855988069014) | > loss_gen: 2.2704834938049316 (2.3707915327765727) | > loss_kl: 2.47222638130188 (3.0058880936015737) | > loss_feat: 7.187513828277588 (6.684119853106412) | > loss_mel: 18.604490280151367 (17.70851083235307) | > loss_duration: 2.209134101867676 (2.3421622731468896) | > loss_1: 32.74384689331055 (32.11147247661244)  --> STEP: 23 | > loss_disc: 2.8004086017608643 (2.4526626234469204) | > loss_disc_real_0: 0.31693607568740845 (0.16269491321366766) | > loss_disc_real_1: 0.22651757299900055 (0.17308612912893298) | > loss_disc_real_2: 0.2950895428657532 (0.2381057972493379) | > loss_disc_real_3: 0.308083176612854 (0.2669624031885811) | > loss_disc_real_4: 0.3269333839416504 (0.26020054000875226) | > loss_disc_real_5: 0.29926547408103943 (0.23028523312962573) | > loss_0: 2.8004086017608643 (2.4526626234469204) | > loss_gen: 2.3601996898651123 (2.370331017867379) | > loss_kl: 2.5105040073394775 (2.984349655068439) | > loss_feat: 3.3272836208343506 (6.538170451703279) | > loss_mel: 15.206196784973145 (17.599714569423508) | > loss_duration: 2.2869343757629395 (2.339761060217153) | > loss_1: 25.691116333007812 (31.832326557325285)  --> STEP: 24 | > loss_disc: 2.4332313537597656 (2.4518529872099557) | > loss_disc_real_0: 0.18829788267612457 (0.1637617036079367) | > loss_disc_real_1: 0.17933914065361023 (0.1733466712757945) | > loss_disc_real_2: 0.18478591740131378 (0.23588413558900356) | > loss_disc_real_3: 0.20474497973918915 (0.2643700105448565) | > loss_disc_real_4: 0.29967549443244934 (0.2618453297764063) | > loss_disc_real_5: 0.3006054162979126 (0.2332152407616377) | > loss_0: 2.4332313537597656 (2.4518529872099557) | > loss_gen: 2.322756767272949 (2.3683487574259443) | > loss_kl: 2.9458024501800537 (2.982743521531423) | > loss_feat: 5.735043048858643 (6.504706809918086) | > loss_mel: 18.578384399414062 (17.640492479006447) | > loss_duration: 2.459322929382324 (2.3447428047657017) | > loss_1: 32.04130935668945 (31.841034173965458)  --> STEP: 25 | > loss_disc: 2.7013278007507324 (2.461831979751587) | > loss_disc_real_0: 0.18397770822048187 (0.1645703437924385) | > loss_disc_real_1: 0.1888338029384613 (0.1739661565423012) | > loss_disc_real_2: 0.2061959207057953 (0.23469660699367523) | > loss_disc_real_3: 0.25902873277664185 (0.26415635943412785) | > loss_disc_real_4: 0.28628408908843994 (0.26282288014888766) | > loss_disc_real_5: 0.2476160079240799 (0.23379127144813538) | > loss_0: 2.7013278007507324 (2.461831979751587) | > loss_gen: 2.0005977153778076 (2.353638715744019) | > loss_kl: 2.7661333084106445 (2.974079113006592) | > loss_feat: 4.70119571685791 (6.432566366195679) | > loss_mel: 13.227474212646484 (17.463971748352048) | > loss_duration: 2.3978424072265625 (2.346866788864136) | > loss_1: 25.093242645263672 (31.571122512817386)  --> STEP: 26 | > loss_disc: 2.7550206184387207 (2.473108465854938) | > loss_disc_real_0: 0.1652139127254486 (0.16459509644370812) | > loss_disc_real_1: 0.21592701971530914 (0.17558003589510918) | > loss_disc_real_2: 0.2328862100839615 (0.23462697634330162) | > loss_disc_real_3: 0.2756693959236145 (0.2645991685298773) | > loss_disc_real_4: 0.24229209125041962 (0.26203323442202353) | > loss_disc_real_5: 0.31653860211372375 (0.23697386108911955) | > loss_0: 2.7550206184387207 (2.473108465854938) | > loss_gen: 2.004061698913574 (2.340193445865925) | > loss_kl: 2.210050582885742 (2.944693400309636) | > loss_feat: 7.13967752456665 (6.459762949209947) | > loss_mel: 19.34019660949707 (17.53613424301147) | > loss_duration: 2.302407741546631 (2.3451568255057706) | > loss_1: 32.99639129638672 (31.62594054295467) --> EVAL PERFORMANCE | > avg_loader_time: 0.002540450829725999 (+0.00015943783980149496) | > avg_loss_disc: 2.473108465854938 (+0.01720604529747538) | > avg_loss_disc_real_0: 0.16459509644370812 (+0.017271818736424804) | > avg_loss_disc_real_1: 0.17558003589510918 (-0.07963854103134227) | > avg_loss_disc_real_2: 0.23462697634330162 (+0.04968418152286455) | > avg_loss_disc_real_3: 0.2645991685298773 (+0.05625090633447355) | > avg_loss_disc_real_4: 0.26203323442202353 (+0.04304215111411541) | > avg_loss_disc_real_5: 0.23697386108911955 (+0.009315972144787132) | > avg_loss_0: 2.473108465854938 (+0.01720604529747538) | > avg_loss_gen: 2.340193445865925 (+0.08137045456812952) | > avg_loss_kl: 2.944693400309636 (-0.11771763288057757) | > avg_loss_feat: 6.459762949209947 (-0.20872609431927014) | > avg_loss_mel: 17.53613424301147 (+0.19346086795513173) | > avg_loss_duration: 2.3451568255057706 (-0.024976702836842612) | > avg_loss_1: 31.62594054295467 (-0.07658943763145487)  > EPOCH: 854/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:03:55)   --> TIME: 2024-06-12 05:03:58 -- STEP: 4/330 -- GLOBAL_STEP: 369825 | > loss_disc: 2.265016794204712 (2.2671526670455933) | > loss_disc_real_0: 0.09343510121107101 (0.09574031829833984) | > loss_disc_real_1: 0.22728368639945984 (0.17789280973374844) | > loss_disc_real_2: 0.18723051249980927 (0.18285031989216805) | > loss_disc_real_3: 0.21144035458564758 (0.21663610264658928) | > loss_disc_real_4: 0.23845408856868744 (0.22597038745880127) | > loss_disc_real_5: 0.22782380878925323 (0.2127269133925438) | > loss_0: 2.265016794204712 (2.2671526670455933) | > grad_norm_0: tensor(6.9693, device='cuda:0') (tensor(7.3306, device='cuda:0')) | > loss_gen: 2.552464723587036 (2.5320162773132324) | > loss_kl: 2.107970952987671 (2.116231083869934) | > loss_feat: 6.6994242668151855 (6.9052863121032715) | > loss_mel: 17.545122146606445 (17.532562255859375) | > loss_duration: 2.1303138732910156 (2.160232365131378) | > loss_1: 31.035295486450195 (31.246328830718994) | > grad_norm_1: tensor(95.5447, device='cuda:0') (tensor(86.1300, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3565 (0.3820270299911499) | > loader_time: 0.0028 (0.0030022859573364258)  --> TIME: 2024-06-12 05:04:07 -- STEP: 29/330 -- GLOBAL_STEP: 369850 | > loss_disc: 2.369321346282959 (2.321417734540742) | > loss_disc_real_0: 0.1284750998020172 (0.10026720294664646) | > loss_disc_real_1: 0.1665203869342804 (0.1931678732407504) | > loss_disc_real_2: 0.20620550215244293 (0.20556436016641813) | > loss_disc_real_3: 0.22149311006069183 (0.22904519531233558) | > loss_disc_real_4: 0.21325980126857758 (0.22493182379623938) | > loss_disc_real_5: 0.2375105321407318 (0.2237117275081832) | > loss_0: 2.369321346282959 (2.321417734540742) | > grad_norm_0: tensor(6.5699, device='cuda:0') (tensor(8.4659, device='cuda:0')) | > loss_gen: 2.467262029647827 (2.522076434102552) | > loss_kl: 1.7860691547393799 (1.9238209642212967) | > loss_feat: 6.656627655029297 (7.092580581533498) | > loss_mel: 17.00693130493164 (17.303914629179854) | > loss_duration: 1.996307134628296 (2.015565863971052) | > loss_1: 29.913196563720703 (30.85795862921353) | > grad_norm_1: tensor(166.7168, device='cuda:0') (tensor(89.3883, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3664 (0.3590950143748316) | > loader_time: 0.0034 (0.0031880510264429554)  --> TIME: 2024-06-12 05:04:16 -- STEP: 54/330 -- GLOBAL_STEP: 369875 | > loss_disc: 2.315286636352539 (2.3426787014360775) | > loss_disc_real_0: 0.0845256820321083 (0.10451242120729552) | > loss_disc_real_1: 0.17015008628368378 (0.19527596883751727) | > loss_disc_real_2: 0.1928105503320694 (0.2059204605994401) | > loss_disc_real_3: 0.1987360715866089 (0.23069472997276871) | > loss_disc_real_4: 0.22130702435970306 (0.2290009734807191) | > loss_disc_real_5: 0.18736115097999573 (0.22326153765122095) | > loss_0: 2.315286636352539 (2.3426787014360775) | > grad_norm_0: tensor(5.9970, device='cuda:0') (tensor(9.6269, device='cuda:0')) | > loss_gen: 2.429178476333618 (2.5015766046665333) | > loss_kl: 1.9075475931167603 (1.9320987242239493) | > loss_feat: 8.106868743896484 (7.022371565854108) | > loss_mel: 18.315828323364258 (17.252946041248464) | > loss_duration: 1.9491957426071167 (1.9917847801137853) | > loss_1: 32.7086181640625 (30.70077786622224) | > grad_norm_1: tensor(74.9455, device='cuda:0') (tensor(90.9059, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3844 (0.36228348149193657) | > loader_time: 0.0043 (0.0033781307714956777)  --> TIME: 2024-06-12 05:04:26 -- STEP: 79/330 -- GLOBAL_STEP: 369900 | > loss_disc: 2.3135011196136475 (2.3511194971543325) | > loss_disc_real_0: 0.1039847731590271 (0.1060463024091117) | > loss_disc_real_1: 0.20668666064739227 (0.195324415741842) | > loss_disc_real_2: 0.20069587230682373 (0.20824385745615895) | > loss_disc_real_3: 0.25840163230895996 (0.23154848795148392) | > loss_disc_real_4: 0.24319779872894287 (0.2309758550004114) | > loss_disc_real_5: 0.22715403139591217 (0.22418121220190315) | > loss_0: 2.3135011196136475 (2.3511194971543325) | > grad_norm_0: tensor(7.0146, device='cuda:0') (tensor(9.3680, device='cuda:0')) | > loss_gen: 2.589022159576416 (2.494543154028398) | > loss_kl: 1.6859931945800781 (1.9339825050740302) | > loss_feat: 7.1822190284729 (7.029090271720404) | > loss_mel: 17.527790069580078 (17.24362749993046) | > loss_duration: 1.9508428573608398 (1.9840857031979138) | > loss_1: 30.935867309570312 (30.685329147532016) | > grad_norm_1: tensor(78.1167, device='cuda:0') (tensor(99.3647, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3934 (0.36624593674382083) | > loader_time: 0.0036 (0.003481898126722891)  --> TIME: 2024-06-12 05:04:36 -- STEP: 104/330 -- GLOBAL_STEP: 369925 | > loss_disc: 2.397141933441162 (2.348605229304387) | > loss_disc_real_0: 0.16059322655200958 (0.10711200592609552) | > loss_disc_real_1: 0.18649719655513763 (0.19445446556290755) | > loss_disc_real_2: 0.21197716891765594 (0.21031874504226902) | > loss_disc_real_3: 0.25496986508369446 (0.23000882809551862) | > loss_disc_real_4: 0.2461477816104889 (0.23136903517521346) | > loss_disc_real_5: 0.2014065384864807 (0.2232542186975479) | > loss_0: 2.397141933441162 (2.348605229304387) | > grad_norm_0: tensor(14.0659, device='cuda:0') (tensor(9.9208, device='cuda:0')) | > loss_gen: 2.458481550216675 (2.493658771881691) | > loss_kl: 2.016977071762085 (1.9411495889608676) | > loss_feat: 6.607655048370361 (7.0100392790941095) | > loss_mel: 16.521894454956055 (17.22346177467932) | > loss_duration: 2.0445261001586914 (1.9864150858842409) | > loss_1: 29.649532318115234 (30.654724487891563) | > grad_norm_1: tensor(340.1386, device='cuda:0') (tensor(120.4363, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3616 (0.36947484658314633) | > loader_time: 0.004 (0.003643262844819289)  --> TIME: 2024-06-12 05:04:45 -- STEP: 129/330 -- GLOBAL_STEP: 369950 | > loss_disc: 2.378101348876953 (2.3511893102364945) | > loss_disc_real_0: 0.10876777768135071 (0.1081252352789391) | > loss_disc_real_1: 0.19064627587795258 (0.19439200785501984) | > loss_disc_real_2: 0.21114160120487213 (0.20927642770977906) | > loss_disc_real_3: 0.24227608740329742 (0.2308288490356401) | > loss_disc_real_4: 0.2566192150115967 (0.2328677716874337) | > loss_disc_real_5: 0.2596767246723175 (0.22448111689367958) | > loss_0: 2.378101348876953 (2.3511893102364945) | > grad_norm_0: tensor(10.8545, device='cuda:0') (tensor(10.7448, device='cuda:0')) | > loss_gen: 2.4367358684539795 (2.4915524286817217) | > loss_kl: 2.1937291622161865 (1.9533944582754328) | > loss_feat: 6.369348049163818 (6.984952124514321) | > loss_mel: 17.32274627685547 (17.210714266281705) | > loss_duration: 1.9678101539611816 (1.989173360573229) | > loss_1: 30.290367126464844 (30.629786602286405) | > grad_norm_1: tensor(123.6805, device='cuda:0') (tensor(133.5761, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3721 (0.3714418374290762) | > loader_time: 0.004 (0.003760426543479742)  --> TIME: 2024-06-12 05:04:55 -- STEP: 154/330 -- GLOBAL_STEP: 369975 | > loss_disc: 2.3486924171447754 (2.355698387344163) | > loss_disc_real_0: 0.08095341920852661 (0.1097053141853252) | > loss_disc_real_1: 0.16455276310443878 (0.19447975146112498) | > loss_disc_real_2: 0.22704604268074036 (0.20996395130823184) | > loss_disc_real_3: 0.26383596658706665 (0.23080478269945492) | > loss_disc_real_4: 0.2658196985721588 (0.23207927127550174) | > loss_disc_real_5: 0.239420548081398 (0.22423682574714934) | > loss_0: 2.3486924171447754 (2.355698387344163) | > grad_norm_0: tensor(15.0130, device='cuda:0') (tensor(12.8662, device='cuda:0')) | > loss_gen: 2.5677995681762695 (2.485012648941636) | > loss_kl: 1.9867109060287476 (1.963598365133459) | > loss_feat: 6.872824668884277 (6.966096974038458) | > loss_mel: 17.173927307128906 (17.193736373604107) | > loss_duration: 1.9973500967025757 (1.9924743454177658) | > loss_1: 30.59861183166504 (30.600918645982617) | > grad_norm_1: tensor(273.9835, device='cuda:0') (tensor(154.5987, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3731 (0.37164183406086726) | > loader_time: 0.0042 (0.0038558306632103857)  --> TIME: 2024-06-12 05:05:05 -- STEP: 179/330 -- GLOBAL_STEP: 370000 | > loss_disc: 2.526808023452759 (2.3551488015904773) | > loss_disc_real_0: 0.19043070077896118 (0.11107824755281044) | > loss_disc_real_1: 0.16718615591526031 (0.19413895259855837) | > loss_disc_real_2: 0.2005593627691269 (0.20990421044426924) | > loss_disc_real_3: 0.20870932936668396 (0.23018041103245826) | > loss_disc_real_4: 0.21710732579231262 (0.23226694521291297) | > loss_disc_real_5: 0.2105892300605774 (0.2238158588635855) | > loss_0: 2.526808023452759 (2.3551488015904773) | > grad_norm_0: tensor(55.7178, device='cuda:0') (tensor(14.4364, device='cuda:0')) | > loss_gen: 2.300241470336914 (2.490321159362796) | > loss_kl: 2.0677297115325928 (1.9767977272332047) | > loss_feat: 6.667449951171875 (6.979360167540651) | > loss_mel: 16.84126091003418 (17.17267270860724) | > loss_duration: 2.064298152923584 (1.9993988308826638) | > loss_1: 29.940980911254883 (30.618550604282145) | > grad_norm_1: tensor(383.0953, device='cuda:0') (tensor(179.6885, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.3755 (0.37303474761920286) | > loader_time: 0.0056 (0.003969524159777765) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_370000.pth  --> TIME: 2024-06-12 05:05:20 -- STEP: 204/330 -- GLOBAL_STEP: 370025 | > loss_disc: 2.403661012649536 (2.3542780665790333) | > loss_disc_real_0: 0.10456381738185883 (0.1112212447778267) | > loss_disc_real_1: 0.23163515329360962 (0.19462242412070427) | > loss_disc_real_2: 0.2542254328727722 (0.21020077439207657) | > loss_disc_real_3: 0.2338213324546814 (0.23015387319758826) | > loss_disc_real_4: 0.2245418131351471 (0.23227077291584483) | > loss_disc_real_5: 0.23670537769794464 (0.22310572395137712) | > loss_0: 2.403661012649536 (2.3542780665790333) | > grad_norm_0: tensor(25.8163, device='cuda:0') (tensor(15.6648, device='cuda:0')) | > loss_gen: 2.6942760944366455 (2.496041223114614) | > loss_kl: 2.0061733722686768 (1.9852476201805414) | > loss_feat: 7.7072319984436035 (7.0021445096707815) | > loss_mel: 17.603866577148438 (17.148115326376512) | > loss_duration: 2.016526937484741 (2.00731258649452) | > loss_1: 32.028076171875 (30.63886126349954) | > grad_norm_1: tensor(501.7357, device='cuda:0') (tensor(202.6714, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.4205 (0.3761667270286412) | > loader_time: 0.005 (0.004109154729282157)  --> TIME: 2024-06-12 05:05:30 -- STEP: 229/330 -- GLOBAL_STEP: 370050 | > loss_disc: 2.3222718238830566 (2.3595870811345794) | > loss_disc_real_0: 0.12484899163246155 (0.11223704296298423) | > loss_disc_real_1: 0.19059914350509644 (0.19542424397046904) | > loss_disc_real_2: 0.18626292049884796 (0.210694352872507) | > loss_disc_real_3: 0.21650351583957672 (0.23037802567908858) | > loss_disc_real_4: 0.23162439465522766 (0.23262833475285744) | > loss_disc_real_5: 0.18263140320777893 (0.2224885003405367) | > loss_0: 2.3222718238830566 (2.3595870811345794) | > grad_norm_0: tensor(42.7145, device='cuda:0') (tensor(17.0914, device='cuda:0')) | > loss_gen: 2.515040636062622 (2.4914111570499884) | > loss_kl: 2.117889165878296 (1.9893080277213884) | > loss_feat: 7.540230751037598 (6.991245473836707) | > loss_mel: 17.28089141845703 (17.11511413707482) | > loss_duration: 2.1051249504089355 (2.016727258024257) | > loss_1: 31.55917739868164 (30.603806008418054) | > grad_norm_1: tensor(367.7994, device='cuda:0') (tensor(218.9766, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.4015 (0.3794067613943176) | > loader_time: 0.0052 (0.004266160023785058)  --> TIME: 2024-06-12 05:05:41 -- STEP: 254/330 -- GLOBAL_STEP: 370075 | > loss_disc: 2.5207862854003906 (2.361295588373199) | > loss_disc_real_0: 0.09085242450237274 (0.11322551607850968) | > loss_disc_real_1: 0.22758443653583527 (0.19616487226265616) | > loss_disc_real_2: 0.19722740352153778 (0.21046881847024904) | > loss_disc_real_3: 0.22152629494667053 (0.23012655562772524) | > loss_disc_real_4: 0.23601005971431732 (0.2328955096405322) | > loss_disc_real_5: 0.25830376148223877 (0.2229468317365083) | > loss_0: 2.5207862854003906 (2.361295588373199) | > grad_norm_0: tensor(26.8656, device='cuda:0') (tensor(18.2567, device='cuda:0')) | > loss_gen: 2.4683315753936768 (2.494536994949102) | > loss_kl: 2.1738228797912598 (1.9928369329670284) | > loss_feat: 7.143283843994141 (6.999263038785439) | > loss_mel: 16.748109817504883 (17.085167077582646) | > loss_duration: 2.070375919342041 (2.0246389428461615) | > loss_1: 30.603923797607422 (30.59644292095515) | > grad_norm_1: tensor(400.0008, device='cuda:0') (tensor(235.6095, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.4368 (0.38351266590629046) | > loader_time: 0.0058 (0.004408441190644516)  --> TIME: 2024-06-12 05:05:52 -- STEP: 279/330 -- GLOBAL_STEP: 370100 | > loss_disc: 2.38779616355896 (2.36363885650498) | > loss_disc_real_0: 0.21536463499069214 (0.11494008307495425) | > loss_disc_real_1: 0.21002456545829773 (0.1969160309134845) | > loss_disc_real_2: 0.19979268312454224 (0.21064658030386893) | > loss_disc_real_3: 0.19600194692611694 (0.23029341818397617) | > loss_disc_real_4: 0.21460387110710144 (0.23244004207913593) | > loss_disc_real_5: 0.24353474378585815 (0.2224099810725899) | > loss_0: 2.38779616355896 (2.36363885650498) | > grad_norm_0: tensor(31.8955, device='cuda:0') (tensor(19.4028, device='cuda:0')) | > loss_gen: 2.552608013153076 (2.4916732533430976) | > loss_kl: 2.31349515914917 (2.001250371710801) | > loss_feat: 7.164283275604248 (6.997114523337306) | > loss_mel: 16.938344955444336 (17.047320632524382) | > loss_duration: 2.1333298683166504 (2.034321352572422) | > loss_1: 31.102060317993164 (30.571680089478853) | > grad_norm_1: tensor(377.9756, device='cuda:0') (tensor(247.0080, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.4566 (0.3887638310805018) | > loader_time: 0.0061 (0.004565638880575858)  --> TIME: 2024-06-12 05:06:04 -- STEP: 304/330 -- GLOBAL_STEP: 370125 | > loss_disc: 2.4279441833496094 (2.3675533101746904) | > loss_disc_real_0: 0.13642354309558868 (0.11638877290840212) | > loss_disc_real_1: 0.1834961473941803 (0.1974145786003453) | > loss_disc_real_2: 0.16718018054962158 (0.2107848829932902) | > loss_disc_real_3: 0.24367575347423553 (0.23033856845607883) | > loss_disc_real_4: 0.24278274178504944 (0.23231406573598323) | > loss_disc_real_5: 0.24675187468528748 (0.22200869705135884) | > loss_0: 2.4279441833496094 (2.3675533101746904) | > grad_norm_0: tensor(45.1222, device='cuda:0') (tensor(20.4171, device='cuda:0')) | > loss_gen: 2.605175495147705 (2.4867478930636455) | > loss_kl: 2.1531035900115967 (2.0052761078665124) | > loss_feat: 7.98718786239624 (7.006956989827909) | > loss_mel: 16.735023498535156 (17.007218473835987) | > loss_duration: 2.1879520416259766 (2.045475493920474) | > loss_1: 31.668441772460938 (30.551674886753684) | > grad_norm_1: tensor(603.1324, device='cuda:0') (tensor(261.4355, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 0.4668 (0.39530377089977287) | > loader_time: 0.007 (0.004749551415443423)  --> TIME: 2024-06-12 05:06:33 -- STEP: 329/330 -- GLOBAL_STEP: 370150 | > loss_disc: 2.5782978534698486 (2.3718334266117633) | > loss_disc_real_0: 0.08952414244413376 (0.11799735589502068) | > loss_disc_real_1: 0.12327830493450165 (0.19809643844974792) | > loss_disc_real_2: 0.227586567401886 (0.210966344934104) | > loss_disc_real_3: 0.16211023926734924 (0.23050475134132117) | > loss_disc_real_4: 0.16464827954769135 (0.23270611994896978) | > loss_disc_real_5: 0.18774108588695526 (0.22270902651602736) | > loss_0: 2.5782978534698486 (2.3718334266117633) | > grad_norm_0: tensor(14.4822, device='cuda:0') (tensor(20.8016, device='cuda:0')) | > loss_gen: 2.4764859676361084 (2.4849306866753045) | > loss_kl: 2.2521822452545166 (2.015781383746301) | > loss_feat: 10.485517501831055 (7.106198552894012) | > loss_mel: 17.478004455566406 (16.985492743982004) | > loss_duration: 2.291670083999634 (2.060248974971131) | > loss_1: 34.98386001586914 (30.652652265090712) | > grad_norm_1: tensor(141.4752, device='cuda:0') (tensor(266.1938, device='cuda:0')) | > current_lr_0: 0.00017974886713203572 | > current_lr_1: 0.00017974886713203572 | > step_time: 14.4632 (0.4510684469912916) | > loader_time: 0.0343 (0.005217374639308202)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.677335739135742 (2.677335739135742) | > loss_disc_real_0: 0.15984024107456207 (0.15984024107456207) | > loss_disc_real_1: 0.24363860487937927 (0.24363860487937927) | > loss_disc_real_2: 0.16293054819107056 (0.16293054819107056) | > loss_disc_real_3: 0.292342871427536 (0.292342871427536) | > loss_disc_real_4: 0.3419646620750427 (0.3419646620750427) | > loss_disc_real_5: 0.3407161831855774 (0.3407161831855774) | > loss_0: 2.677335739135742 (2.677335739135742) | > loss_gen: 2.251319646835327 (2.251319646835327) | > loss_kl: 2.8952972888946533 (2.8952972888946533) | > loss_feat: 4.581901550292969 (4.581901550292969) | > loss_mel: 14.785102844238281 (14.785102844238281) | > loss_duration: 2.9324710369110107 (2.9324710369110107) | > loss_1: 27.44609260559082 (27.44609260559082)  --> STEP: 1 | > loss_disc: 2.2391929626464844 (2.2391929626464844) | > loss_disc_real_0: 0.12351173907518387 (0.12351173907518387) | > loss_disc_real_1: 0.26827648282051086 (0.26827648282051086) | > loss_disc_real_2: 0.14643576741218567 (0.14643576741218567) | > loss_disc_real_3: 0.21045613288879395 (0.21045613288879395) | > loss_disc_real_4: 0.21620599925518036 (0.21620599925518036) | > loss_disc_real_5: 0.23477798700332642 (0.23477798700332642) | > loss_0: 2.2391929626464844 (2.2391929626464844) | > loss_gen: 2.541828155517578 (2.541828155517578) | > loss_kl: 3.729104518890381 (3.729104518890381) | > loss_feat: 7.670971393585205 (7.670971393585205) | > loss_mel: 18.56924057006836 (18.56924057006836) | > loss_duration: 2.451819896697998 (2.451819896697998) | > loss_1: 34.96296691894531 (34.96296691894531)  --> STEP: 2 | > loss_disc: 2.4686825275421143 (2.3539377450942993) | > loss_disc_real_0: 0.1953575760126114 (0.15943465754389763) | > loss_disc_real_1: 0.23686200380325317 (0.252569243311882) | > loss_disc_real_2: 0.2180267721414566 (0.18223126977682114) | > loss_disc_real_3: 0.23177243769168854 (0.22111428529024124) | > loss_disc_real_4: 0.2691577076911926 (0.2426818534731865) | > loss_disc_real_5: 0.30487093329429626 (0.26982446014881134) | > loss_0: 2.4686825275421143 (2.3539377450942993) | > loss_gen: 2.6008975505828857 (2.571362853050232) | > loss_kl: 3.376300096511841 (3.552702307701111) | > loss_feat: 6.470041275024414 (7.07050633430481) | > loss_mel: 16.47222137451172 (17.52073097229004) | > loss_duration: 2.554445266723633 (2.5031325817108154) | > loss_1: 31.47390365600586 (33.218435287475586)  --> STEP: 3 | > loss_disc: 2.149374008178711 (2.285749832789103) | > loss_disc_real_0: 0.1298563927412033 (0.1495752359429995) | > loss_disc_real_1: 0.24934814870357513 (0.25149554510911304) | > loss_disc_real_2: 0.1761474311351776 (0.18020332356293997) | > loss_disc_real_3: 0.17675113677978516 (0.2063265691200892) | > loss_disc_real_4: 0.19477641582489014 (0.2267133742570877) | > loss_disc_real_5: 0.1647329479455948 (0.23479395608107248) | > loss_0: 2.149374008178711 (2.285749832789103) | > loss_gen: 2.4917664527893066 (2.5448307196299234) | > loss_kl: 3.165242910385132 (3.423549175262451) | > loss_feat: 7.753299236297607 (7.298103968302409) | > loss_mel: 17.611614227294922 (17.551025390625) | > loss_duration: 2.342270612716675 (2.449511925379435) | > loss_1: 33.364192962646484 (33.26702117919922)  --> STEP: 4 | > loss_disc: 2.3304331302642822 (2.296920657157898) | > loss_disc_real_0: 0.11889740824699402 (0.14190577901899815) | > loss_disc_real_1: 0.2247992902994156 (0.2448214814066887) | > loss_disc_real_2: 0.26781022548675537 (0.20210504904389381) | > loss_disc_real_3: 0.25789305567741394 (0.2192181907594204) | > loss_disc_real_4: 0.27769187092781067 (0.23945799842476845) | > loss_disc_real_5: 0.28023913502693176 (0.2461552508175373) | > loss_0: 2.3304331302642822 (2.296920657157898) | > loss_gen: 2.7130589485168457 (2.586887776851654) | > loss_kl: 3.4006540775299072 (3.417825400829315) | > loss_feat: 6.882951259613037 (7.194315791130066) | > loss_mel: 16.660289764404297 (17.328341484069824) | > loss_duration: 2.3967032432556152 (2.4363097548484802) | > loss_1: 32.05365753173828 (32.963680267333984)  --> STEP: 5 | > loss_disc: 2.175755500793457 (2.27268762588501) | > loss_disc_real_0: 0.12747016549110413 (0.13901865631341934) | > loss_disc_real_1: 0.25996121764183044 (0.24784942865371704) | > loss_disc_real_2: 0.18866394460201263 (0.1994168281555176) | > loss_disc_real_3: 0.23329268395900726 (0.22203308939933777) | > loss_disc_real_4: 0.22216005623340607 (0.23599840998649596) | > loss_disc_real_5: 0.2370811551809311 (0.24434043169021608) | > loss_0: 2.175755500793457 (2.27268762588501) | > loss_gen: 2.8081624507904053 (2.6311427116394044) | > loss_kl: 2.774524211883545 (3.289165163040161) | > loss_feat: 5.634334564208984 (6.882319545745849) | > loss_mel: 17.988483428955078 (17.460369873046876) | > loss_duration: 2.4275786876678467 (2.4345635414123534) | > loss_1: 31.63308334350586 (32.69756088256836)  --> STEP: 6 | > loss_disc: 2.5886952877044678 (2.325355569521586) | > loss_disc_real_0: 0.1717650145292282 (0.1444763826827208) | > loss_disc_real_1: 0.23339223861694336 (0.24543989698092142) | > loss_disc_real_2: 0.2437029927968979 (0.20679785559574762) | > loss_disc_real_3: 0.2850058674812317 (0.23252855241298676) | > loss_disc_real_4: 0.3185190260410309 (0.24975184599558511) | > loss_disc_real_5: 0.2822776138782501 (0.25066329538822174) | > loss_0: 2.5886952877044678 (2.325355569521586) | > loss_gen: 2.5076279640197754 (2.6105569203694663) | > loss_kl: 3.7686269283294678 (3.3690754572550454) | > loss_feat: 5.96802282333374 (6.729936758677165) | > loss_mel: 17.91962432861328 (17.53691228230794) | > loss_duration: 2.2049148082733154 (2.396288752555847) | > loss_1: 32.36881637573242 (32.64277013142904)  --> STEP: 7 | > loss_disc: 2.215214490890503 (2.309621129717146) | > loss_disc_real_0: 0.1271631419658661 (0.142003062580313) | > loss_disc_real_1: 0.26886382699012756 (0.2487861726965223) | > loss_disc_real_2: 0.1827326864004135 (0.20335997428212846) | > loss_disc_real_3: 0.22097276151180267 (0.23087772514138902) | > loss_disc_real_4: 0.21901947259902954 (0.24536150693893433) | > loss_disc_real_5: 0.16482748091220856 (0.23840103617736272) | > loss_0: 2.215214490890503 (2.309621129717146) | > loss_gen: 2.662917137145996 (2.6180369513375417) | > loss_kl: 4.367860317230225 (3.511759008680071) | > loss_feat: 6.702687740325928 (6.726044041769845) | > loss_mel: 17.700855255126953 (17.560332706996373) | > loss_duration: 2.5366640090942383 (2.4163423606327603) | > loss_1: 33.970985412597656 (32.83251517159598)  --> STEP: 8 | > loss_disc: 2.4059722423553467 (2.3216650187969208) | > loss_disc_real_0: 0.15642483532428741 (0.1438057841733098) | > loss_disc_real_1: 0.19693085551261902 (0.2423042580485344) | > loss_disc_real_2: 0.15747392177581787 (0.19762421771883965) | > loss_disc_real_3: 0.20478206872940063 (0.22761576808989048) | > loss_disc_real_4: 0.1658228039741516 (0.2354191690683365) | > loss_disc_real_5: 0.17700323462486267 (0.2307263109833002) | > loss_0: 2.4059722423553467 (2.3216650187969208) | > loss_gen: 2.1759376525878906 (2.5627745389938354) | > loss_kl: 3.0483343601226807 (3.4538309276103973) | > loss_feat: 9.534721374511719 (7.077128708362579) | > loss_mel: 19.131866455078125 (17.756774425506592) | > loss_duration: 2.3429150581359863 (2.4071639478206635) | > loss_1: 36.2337760925293 (33.25767278671265)  --> STEP: 9 | > loss_disc: 2.608243942260742 (2.353507121404012) | > loss_disc_real_0: 0.29920637607574463 (0.16107251660691368) | > loss_disc_real_1: 0.1895258128643036 (0.23643998636139762) | > loss_disc_real_2: 0.183506041765213 (0.19605553150177002) | > loss_disc_real_3: 0.2611682713031769 (0.23134382400247785) | > loss_disc_real_4: 0.24681147933006287 (0.23668498131963941) | > loss_disc_real_5: 0.28796643018722534 (0.23708632422818077) | > loss_0: 2.608243942260742 (2.353507121404012) | > loss_gen: 2.602264642715454 (2.5671623282962375) | > loss_kl: 2.3957135677337646 (3.336262332068549) | > loss_feat: 10.987730979919434 (7.5116400718688965) | > loss_mel: 17.9024658203125 (17.772962358262802) | > loss_duration: 2.183919906616211 (2.3823590543535023) | > loss_1: 36.07209777832031 (33.57038667466905)  --> STEP: 10 | > loss_disc: 2.547058582305908 (2.3728622674942015) | > loss_disc_real_0: 0.12205638736486435 (0.15717090368270875) | > loss_disc_real_1: 0.24746611714363098 (0.23754259943962097) | > loss_disc_real_2: 0.1940002143383026 (0.19584999978542328) | > loss_disc_real_3: 0.2272626757621765 (0.23093570917844772) | > loss_disc_real_4: 0.28153011202812195 (0.24116949439048768) | > loss_disc_real_5: 0.2879878282546997 (0.24217647463083267) | > loss_0: 2.547058582305908 (2.3728622674942015) | > loss_gen: 2.2301530838012695 (2.533461403846741) | > loss_kl: 3.0249643325805664 (3.305132532119751) | > loss_feat: 4.333839416503906 (7.193860006332398) | > loss_mel: 13.525638580322266 (17.34822998046875) | > loss_duration: 2.4660732746124268 (2.3907304763793946) | > loss_1: 25.58066749572754 (32.7714147567749)  --> STEP: 11 | > loss_disc: 2.3317978382110596 (2.3691291375593706) | > loss_disc_real_0: 0.11230005323886871 (0.15309173546054147) | > loss_disc_real_1: 0.31230446696281433 (0.24433913285082037) | > loss_disc_real_2: 0.24073493480682373 (0.19993044842373242) | > loss_disc_real_3: 0.20891804993152618 (0.22893410379236395) | > loss_disc_real_4: 0.23815912008285522 (0.24089582399888473) | > loss_disc_real_5: 0.21074335277080536 (0.2393189180981029) | > loss_0: 2.3317978382110596 (2.3691291375593706) | > loss_gen: 2.5317249298095703 (2.5333035425706343) | > loss_kl: 3.641160011291504 (3.3356804847717285) | > loss_feat: 6.147560119628906 (7.098741834813898) | > loss_mel: 16.07863998413086 (17.232812708074395) | > loss_duration: 2.529905080795288 (2.4033827131444756) | > loss_1: 30.92898941040039 (32.603921543468125)  --> STEP: 12 | > loss_disc: 2.505249500274658 (2.380472501118978) | > loss_disc_real_0: 0.18513163924217224 (0.15576172744234404) | > loss_disc_real_1: 0.2250211089849472 (0.24272929752866426) | > loss_disc_real_2: 0.21537786722183228 (0.20121773332357407) | > loss_disc_real_3: 0.24471186101436615 (0.23024891689419746) | > loss_disc_real_4: 0.25744470953941345 (0.24227489779392877) | > loss_disc_real_5: 0.21459263563156128 (0.23725839455922446) | > loss_0: 2.505249500274658 (2.380472501118978) | > loss_gen: 2.183603286743164 (2.504161854585012) | > loss_kl: 2.3640754222869873 (3.2547133962313333) | > loss_feat: 4.40826940536499 (6.874535799026489) | > loss_mel: 14.894234657287598 (17.03793120384216) | > loss_duration: 2.2604684829711914 (2.391473193963369) | > loss_1: 26.110652923583984 (32.06281582514445)  --> STEP: 13 | > loss_disc: 2.784158706665039 (2.4115252861609826) | > loss_disc_real_0: 0.21110719442367554 (0.1600190710562926) | > loss_disc_real_1: 0.2662436366081238 (0.24453809284246886) | > loss_disc_real_2: 0.2551446557044983 (0.2053659581221067) | > loss_disc_real_3: 0.2962166965007782 (0.23532336147931907) | > loss_disc_real_4: 0.2506972849369049 (0.24292277372800386) | > loss_disc_real_5: 0.2630385458469391 (0.23924148311981788) | > loss_0: 2.784158706665039 (2.4115252861609826) | > loss_gen: 2.3290553092956543 (2.4906921203319845) | > loss_kl: 3.5710928440093994 (3.279050276829646) | > loss_feat: 7.5965962409973145 (6.930078909947322) | > loss_mel: 18.713132858276367 (17.166792869567868) | > loss_duration: 2.2614855766296387 (2.3814741464761586) | > loss_1: 34.47136306762695 (32.2480886899508)  --> STEP: 14 | > loss_disc: 2.1108882427215576 (2.390051211629595) | > loss_disc_real_0: 0.12277601659297943 (0.15735885288034165) | > loss_disc_real_1: 0.1846340447664261 (0.24025923226560866) | > loss_disc_real_2: 0.18884442746639252 (0.20418584878955567) | > loss_disc_real_3: 0.19307836890220642 (0.2323058620095253) | > loss_disc_real_4: 0.22978642582893372 (0.24198446316378458) | > loss_disc_real_5: 0.1964266300201416 (0.23618327932698385) | > loss_0: 2.1108882427215576 (2.390051211629595) | > loss_gen: 2.592970371246338 (2.4979977096830095) | > loss_kl: 3.922863245010376 (3.325036917413984) | > loss_feat: 7.085376262664795 (6.94117157799857) | > loss_mel: 17.93324851989746 (17.221539701734265) | > loss_duration: 2.4563403129577637 (2.3868217297962735) | > loss_1: 33.99079895019531 (32.37256799425398)  --> STEP: 15 | > loss_disc: 2.3148036003112793 (2.385034704208374) | > loss_disc_real_0: 0.11417833715677261 (0.15448015183210373) | > loss_disc_real_1: 0.22712208330631256 (0.2393834223349889) | > loss_disc_real_2: 0.17335806787014008 (0.20213066339492797) | > loss_disc_real_3: 0.27604058384895325 (0.23522151013215384) | > loss_disc_real_4: 0.22219190001487732 (0.24066495895385742) | > loss_disc_real_5: 0.19107408821582794 (0.23317599991957347) | > loss_0: 2.3148036003112793 (2.385034704208374) | > loss_gen: 2.4670584201812744 (2.495935090382894) | > loss_kl: 3.8197402954101562 (3.3580171426137286) | > loss_feat: 7.327227592468262 (6.966908645629883) | > loss_mel: 19.91301155090332 (17.400971158345538) | > loss_duration: 2.363476037979126 (2.385265350341797) | > loss_1: 35.8905143737793 (32.607097752889)  --> STEP: 16 | > loss_disc: 2.319460868835449 (2.3809363394975662) | > loss_disc_real_0: 0.24440956115722656 (0.1601007399149239) | > loss_disc_real_1: 0.31776008009910583 (0.24428196344524622) | > loss_disc_real_2: 0.23317553102970123 (0.2040709676221013) | > loss_disc_real_3: 0.23464585840702057 (0.235185531899333) | > loss_disc_real_4: 0.20814399421215057 (0.23863239865750074) | > loss_disc_real_5: 0.21136467158794403 (0.23181279189884663) | > loss_0: 2.319460868835449 (2.3809363394975662) | > loss_gen: 2.897562265396118 (2.5210367888212204) | > loss_kl: 2.9705264568328857 (3.333798974752426) | > 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27.9390926361084 (32.3604570276597)  --> STEP: 18 | > loss_disc: 2.4219772815704346 (2.386760711669922) | > loss_disc_real_0: 0.1910429149866104 (0.1618610235551993) | > loss_disc_real_1: 0.13526305556297302 (0.23785775899887085) | > loss_disc_real_2: 0.15849146246910095 (0.20335479163461262) | > loss_disc_real_3: 0.2482110559940338 (0.23729970223373836) | > loss_disc_real_4: 0.21096962690353394 (0.2376777082681656) | > loss_disc_real_5: 0.25125300884246826 (0.23345071408483717) | > loss_0: 2.4219772815704346 (2.386760711669922) | > loss_gen: 2.2846109867095947 (2.4987993240356445) | > loss_kl: 2.8009843826293945 (3.2636497418085733) | > loss_feat: 9.318052291870117 (7.01475010977851) | > loss_mel: 17.449888229370117 (17.296957969665524) | > loss_duration: 2.288532257080078 (2.385278065999349) | > loss_1: 34.142066955566406 (32.459435356987846)  --> STEP: 19 | > loss_disc: 2.530323028564453 (2.3943166230854236) | > loss_disc_real_0: 0.20937928557395935 (0.16436198471408142) | > loss_disc_real_1: 0.23753613233566284 (0.23784083127975464) | > loss_disc_real_2: 0.26329687237739563 (0.20650963798949593) | > loss_disc_real_3: 0.3028368353843689 (0.24074902503113998) | > loss_disc_real_4: 0.28883805871009827 (0.2403703582914252) | > loss_disc_real_5: 0.25691384077072144 (0.2346856154893574) | > loss_0: 2.530323028564453 (2.3943166230854236) | > loss_gen: 2.5706138610839844 (2.502579036511873) | > loss_kl: 2.4916651248931885 (3.2230189724972376) | > loss_feat: 5.7970428466796875 (6.950660253825941) | > loss_mel: 16.46341896057129 (17.25308749550267) | > loss_duration: 2.3720967769622803 (2.3845843139447664) | > loss_1: 29.69483757019043 (32.3139302103143)  --> STEP: 20 | > loss_disc: 2.38523006439209 (2.3938622951507567) | > loss_disc_real_0: 0.12512212991714478 (0.16239999197423458) | > loss_disc_real_1: 0.2530318796634674 (0.23860038369894027) | > loss_disc_real_2: 0.18849815428256989 (0.20560906380414962) | > loss_disc_real_3: 0.21669964492321014 (0.23954655602574348) | > loss_disc_real_4: 0.24174486100673676 (0.24043908342719078) | > loss_disc_real_5: 0.22743664681911469 (0.23432316705584527) | > loss_0: 2.38523006439209 (2.3938622951507567) | > loss_gen: 2.385287284851074 (2.496714448928833) | > loss_kl: 2.2927587032318115 (3.1765059590339666) | > loss_feat: 7.294091701507568 (6.967831826210022) | > loss_mel: 18.797840118408203 (17.330325126647946) | > loss_duration: 2.352443218231201 (2.3829772591590883) | > loss_1: 33.12242126464844 (32.354354763031004)  --> STEP: 21 | > loss_disc: 2.377268075942993 (2.3930720942361012) | > loss_disc_real_0: 0.12615740299224854 (0.1606741544036638) | > loss_disc_real_1: 0.24993668496608734 (0.2391402075688044) | > loss_disc_real_2: 0.153954416513443 (0.20314931869506836) | > loss_disc_real_3: 0.20957228541374207 (0.23811920980612436) | > loss_disc_real_4: 0.24890950322151184 (0.2408424367507299) | > loss_disc_real_5: 0.2382039874792099 (0.23450796802838644) | > loss_0: 2.377268075942993 (2.3930720942361012) | > loss_gen: 2.3339030742645264 (2.4889615263257707) | > loss_kl: 3.2688534259796143 (3.18090345745995) | > loss_feat: 5.722776412963867 (6.9085434731983) | > loss_mel: 15.25765323638916 (17.23162646520705) | > loss_duration: 2.2063703536987305 (2.3745674065181186) | > loss_1: 28.789554595947266 (32.18460237412226)  --> STEP: 22 | > loss_disc: 2.482757091522217 (2.3971486850218335) | > loss_disc_real_0: 0.1450447291135788 (0.15996372598138722) | > loss_disc_real_1: 0.18103396892547607 (0.23649901490319858) | > loss_disc_real_2: 0.2646104097366333 (0.20594300465150314) | > loss_disc_real_3: 0.20879974961280823 (0.23678650707006454) | > loss_disc_real_4: 0.2317289561033249 (0.24042818763039328) | > loss_disc_real_5: 0.2556028366088867 (0.23546682569113644) | > loss_0: 2.482757091522217 (2.3971486850218335) | > loss_gen: 2.442434310913086 (2.4868466528979214) | > loss_kl: 2.371892213821411 (3.1441302191127436) | > loss_feat: 9.044011116027832 (7.005610184236006) | > loss_mel: 18.817190170288086 (17.303697542710733) | > loss_duration: 2.1977713108062744 (2.3665312203493984) | > loss_1: 34.8733024597168 (32.30681601437655)  --> STEP: 23 | > loss_disc: 2.5008280277252197 (2.4016564825306763) | > loss_disc_real_0: 0.10117539763450623 (0.15740771170543588) | > loss_disc_real_1: 0.2786842882633209 (0.23833315722320392) | > loss_disc_real_2: 0.21169789135456085 (0.20619321711685346) | > loss_disc_real_3: 0.30583876371383667 (0.23978877909805463) | > loss_disc_real_4: 0.30862340331077576 (0.2433931970078012) | > loss_disc_real_5: 0.3559028208255768 (0.24070317330567734) | > loss_0: 2.5008280277252197 (2.4016564825306763) | > loss_gen: 2.6406280994415283 (2.4935328027476436) | > loss_kl: 2.874910831451416 (3.13242502834486) | > loss_feat: 7.545451641082764 (7.029081551924996) | > loss_mel: 17.913211822509766 (17.33019816357156) | > loss_duration: 2.316066265106201 (2.364337091860564) | > loss_1: 33.29026794433594 (32.34957479394001)  --> STEP: 24 | > loss_disc: 2.588000535964966 (2.4094208180904384) | > loss_disc_real_0: 0.19942612946033478 (0.15915847911189) | > loss_disc_real_1: 0.23738187551498413 (0.23829352048536143) | > loss_disc_real_2: 0.279972642660141 (0.20926735984782377) | > loss_disc_real_3: 0.25692638754844666 (0.24050284611682096) | > loss_disc_real_4: 0.24966201186180115 (0.2436543976267179) | > loss_disc_real_5: 0.21044883131980896 (0.23944257572293282) | > loss_0: 2.588000535964966 (2.4094208180904384) | > loss_gen: 2.2801291942596436 (2.48464098572731) | > loss_kl: 2.4534621238708496 (3.1041349073251094) | > loss_feat: 5.8903656005859375 (6.981635053952535) | > loss_mel: 17.748369216918945 (17.347621957461033) | > loss_duration: 2.435927391052246 (2.3673200209935508) | > loss_1: 30.80825424194336 (32.285353104273476)  --> STEP: 25 | > loss_disc: 2.8219192028045654 (2.4259207534790033) | > loss_disc_real_0: 0.26218685507774353 (0.16327961415052414) | > loss_disc_real_1: 0.30130502581596375 (0.2408139806985855) | > loss_disc_real_2: 0.2483043074607849 (0.21082883775234224) | > loss_disc_real_3: 0.26246947050094604 (0.24138151109218597) | > loss_disc_real_4: 0.2892696261405945 (0.24547900676727294) | > loss_disc_real_5: 0.31634077429771423 (0.24251850366592406) | > loss_0: 2.8219192028045654 (2.4259207534790033) | > loss_gen: 2.4925639629364014 (2.484957904815674) | > loss_kl: 2.859577178955078 (3.094352598190308) | > loss_feat: 9.227287292480469 (7.071461143493653) | > loss_mel: 16.365400314331055 (17.308333091735836) | > loss_duration: 2.4220616817474365 (2.3695096874237063) | > loss_1: 33.36688995361328 (32.32861457824707)  --> STEP: 26 | > loss_disc: 2.529067039489746 (2.42988791832557) | > loss_disc_real_0: 0.2981360852718353 (0.1684664015013438) | > loss_disc_real_1: 0.1436549425125122 (0.23707709461450577) | > loss_disc_real_2: 0.28571343421936035 (0.21370901453953522) | > loss_disc_real_3: 0.27291205525398254 (0.24259422432917815) | > loss_disc_real_4: 0.17967873811721802 (0.2429482272038093) | > loss_disc_real_5: 0.157609760761261 (0.2392527827849755) | > loss_0: 2.529067039489746 (2.42988791832557) | > loss_gen: 2.5290799140930176 (2.486654905172495) | > loss_kl: 2.6298182010650635 (3.076485890608568) | > loss_feat: 10.66186809539795 (7.2095537185668945) | > loss_mel: 17.633686065673828 (17.32084666765653) | > loss_duration: 2.2997689247131348 (2.3668273503963766) | > loss_1: 35.75422286987305 (32.46036874330961) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025023130270150993 (-3.813780271089964e-05) | > avg_loss_disc: 2.42988791832557 (-0.04322054752936788) | > avg_loss_disc_real_0: 0.1684664015013438 (+0.0038713050576356656) | > avg_loss_disc_real_1: 0.23707709461450577 (+0.06149705871939659) | > avg_loss_disc_real_2: 0.21370901453953522 (-0.0209179618037664) | > avg_loss_disc_real_3: 0.24259422432917815 (-0.02200494420069915) | > avg_loss_disc_real_4: 0.2429482272038093 (-0.01908500721821424) | > avg_loss_disc_real_5: 0.2392527827849755 (+0.0022789216958559455) | > avg_loss_0: 2.42988791832557 (-0.04322054752936788) | > avg_loss_gen: 2.486654905172495 (+0.14646145930657006) | > avg_loss_kl: 3.076485890608568 (+0.13179249029893203) | > avg_loss_feat: 7.2095537185668945 (+0.7497907693569479) | > avg_loss_mel: 17.32084666765653 (-0.21528757535494236) | > avg_loss_duration: 2.3668273503963766 (+0.021670524890605947) | > avg_loss_1: 32.46036874330961 (+0.8344282003549388)  > EPOCH: 855/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:06:39)   --> TIME: 2024-06-12 05:06:49 -- STEP: 24/330 -- GLOBAL_STEP: 370175 | > loss_disc: 2.4487812519073486 (2.382991999387741) | > loss_disc_real_0: 0.1699863076210022 (0.11168079233417909) | > loss_disc_real_1: 0.2119637429714203 (0.19876252797742686) | > loss_disc_real_2: 0.24852168560028076 (0.21505263509849706) | > loss_disc_real_3: 0.25058290362358093 (0.23181068462630114) | > loss_disc_real_4: 0.2281842976808548 (0.2313471914579471) | > loss_disc_real_5: 0.24627885222434998 (0.22337670624256134) | > loss_0: 2.4487812519073486 (2.382991999387741) | > grad_norm_0: tensor(16.6604, device='cuda:0') (tensor(8.7624, device='cuda:0')) | > loss_gen: 2.3996126651763916 (2.4873384237289424) | > loss_kl: 1.9679394960403442 (1.9247946093479793) | > loss_feat: 6.72423791885376 (7.0109370946884155) | > loss_mel: 17.189912796020508 (17.409687121709187) | > loss_duration: 1.9309579133987427 (2.0211518108844757) | > loss_1: 30.212661743164062 (30.853909174601238) | > grad_norm_1: tensor(220.7948, device='cuda:0') (tensor(118.1072, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3508 (0.37490399678548175) | > loader_time: 0.004 (0.0032468438148498535)  --> TIME: 2024-06-12 05:06:58 -- STEP: 49/330 -- GLOBAL_STEP: 370200 | > loss_disc: 2.351078987121582 (2.3585259135888546) | > loss_disc_real_0: 0.11796709150075912 (0.10882672013676896) | > loss_disc_real_1: 0.19219303131103516 (0.19502133435132551) | > loss_disc_real_2: 0.17444977164268494 (0.2090960005108191) | > loss_disc_real_3: 0.20909994840621948 (0.22841336319641192) | > loss_disc_real_4: 0.17027437686920166 (0.23212747884039975) | > loss_disc_real_5: 0.1867397576570511 (0.22590786674801183) | > loss_0: 2.351078987121582 (2.3585259135888546) | > grad_norm_0: tensor(7.1104, device='cuda:0') (tensor(8.8441, device='cuda:0')) | > loss_gen: 2.4819154739379883 (2.4935832315561726) | > loss_kl: 2.0003225803375244 (1.954676061260457) | > loss_feat: 7.409313201904297 (7.032876228799625) | > loss_mel: 17.191171646118164 (17.32430119417152) | > loss_duration: 1.9209589958190918 (1.988729484227239) | > loss_1: 31.003681182861328 (30.79416629246303) | > grad_norm_1: tensor(143.5175, device='cuda:0') (tensor(107.0120, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3565 (0.3703922495550039) | > loader_time: 0.0033 (0.0034189710811692842)  --> TIME: 2024-06-12 05:07:08 -- STEP: 74/330 -- GLOBAL_STEP: 370225 | > loss_disc: 2.3313663005828857 (2.3525171022157414) | > loss_disc_real_0: 0.09121201932430267 (0.10859854187111596) | > loss_disc_real_1: 0.21294762194156647 (0.19489513035561581) | > loss_disc_real_2: 0.2363244742155075 (0.20922660847773422) | > loss_disc_real_3: 0.22449982166290283 (0.2290959170943982) | > loss_disc_real_4: 0.2259294092655182 (0.23215808377072616) | > loss_disc_real_5: 0.23391112685203552 (0.22528452526878667) | > loss_0: 2.3313663005828857 (2.3525171022157414) | > grad_norm_0: tensor(8.2025, device='cuda:0') (tensor(8.2613, device='cuda:0')) | > loss_gen: 2.6160757541656494 (2.494888415207734) | > loss_kl: 2.101283550262451 (1.980434211524757) | > loss_feat: 6.792446136474609 (7.044978116009687) | > loss_mel: 17.225791931152344 (17.323951463441592) | > loss_duration: 1.905072569847107 (1.978647534911697) | > loss_1: 30.640670776367188 (30.82289979264543) | > grad_norm_1: tensor(183.3078, device='cuda:0') (tensor(103.5766, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3764 (0.37016123694342534) | > loader_time: 0.0035 (0.0035244838611499683)  --> TIME: 2024-06-12 05:07:17 -- STEP: 99/330 -- GLOBAL_STEP: 370250 | > loss_disc: 2.2337558269500732 (2.355284517461604) | > loss_disc_real_0: 0.11429385840892792 (0.11064075543121858) | > loss_disc_real_1: 0.214764803647995 (0.19560261416916896) | > loss_disc_real_2: 0.19275927543640137 (0.21030407888118666) | > loss_disc_real_3: 0.22360965609550476 (0.2296479499400264) | > loss_disc_real_4: 0.18369348347187042 (0.23112031245472456) | > loss_disc_real_5: 0.1918850988149643 (0.22396596739388475) | > loss_0: 2.2337558269500732 (2.355284517461604) | > grad_norm_0: tensor(7.8097, device='cuda:0') (tensor(9.0274, device='cuda:0')) | > loss_gen: 2.5976173877716064 (2.486205842759874) | > loss_kl: 2.0004470348358154 (1.9855678779910308) | > loss_feat: 7.7298407554626465 (7.020534828455761) | > loss_mel: 17.6948184967041 (17.259316492562338) | > loss_duration: 1.9946410655975342 (1.9796073797977332) | > loss_1: 32.017364501953125 (30.731232498631332) | > grad_norm_1: tensor(62.5086, device='cuda:0') (tensor(120.1287, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3672 (0.37117157801233147) | > loader_time: 0.0039 (0.003627490515660758)  --> TIME: 2024-06-12 05:07:27 -- STEP: 124/330 -- GLOBAL_STEP: 370275 | > loss_disc: 2.34844970703125 (2.357168995564985) | > loss_disc_real_0: 0.11953040957450867 (0.11052058685210443) | > loss_disc_real_1: 0.18172124028205872 (0.1953541511489499) | > loss_disc_real_2: 0.21551263332366943 (0.21057638574031093) | > loss_disc_real_3: 0.22648514807224274 (0.2303934312395511) | > loss_disc_real_4: 0.215923011302948 (0.23207652208305174) | > loss_disc_real_5: 0.2136986255645752 (0.22415179062274196) | > loss_0: 2.34844970703125 (2.357168995564985) | > grad_norm_0: tensor(12.3565, device='cuda:0') (tensor(10.1925, device='cuda:0')) | > loss_gen: 2.3805317878723145 (2.4794768729517536) | > loss_kl: 2.1831789016723633 (2.0018558896357015) | > loss_feat: 6.732418060302734 (6.979061549709689) | > loss_mel: 16.927734375 (17.22763030759749) | > loss_duration: 1.999208927154541 (1.9837022241084807) | > loss_1: 30.22307014465332 (30.671726795934863) | > grad_norm_1: tensor(321.2893, device='cuda:0') (tensor(146.0590, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3618 (0.3732187786409931) | > loader_time: 0.0037 (0.003717482089996338)  --> TIME: 2024-06-12 05:07:37 -- STEP: 149/330 -- GLOBAL_STEP: 370300 | > loss_disc: 2.3330228328704834 (2.355346591680642) | > loss_disc_real_0: 0.0795123502612114 (0.11123009451083689) | > loss_disc_real_1: 0.1941150277853012 (0.19519157447670923) | > loss_disc_real_2: 0.19159580767154694 (0.2102528289460496) | > loss_disc_real_3: 0.23003780841827393 (0.23012164975172722) | > loss_disc_real_4: 0.22968074679374695 (0.23218365893667978) | > loss_disc_real_5: 0.17511264979839325 (0.2231909445668227) | > loss_0: 2.3330228328704834 (2.355346591680642) | > grad_norm_0: tensor(39.4433, device='cuda:0') (tensor(12.9612, device='cuda:0')) | > loss_gen: 2.6029982566833496 (2.4863248495447556) | > loss_kl: 2.0907950401306152 (2.0141733084749056) | > loss_feat: 6.572131633758545 (6.986911069626776) | > loss_mel: 17.51313591003418 (17.21496186480426) | > loss_duration: 2.0269546508789062 (1.9885211390936934) | > loss_1: 30.80601692199707 (30.69089225154595) | > grad_norm_1: tensor(350.5059, device='cuda:0') (tensor(173.6052, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3765 (0.3753715281518514) | > loader_time: 0.0039 (0.003792588342756233)  --> TIME: 2024-06-12 05:07:47 -- STEP: 174/330 -- GLOBAL_STEP: 370325 | > loss_disc: 2.352890968322754 (2.357029407873922) | > loss_disc_real_0: 0.16337496042251587 (0.11212299353089826) | > loss_disc_real_1: 0.17947207391262054 (0.1951400696717459) | > loss_disc_real_2: 0.20644088089466095 (0.21059389078411564) | > loss_disc_real_3: 0.2326337695121765 (0.2299594159783988) | > loss_disc_real_4: 0.22990217804908752 (0.23176642053428737) | > loss_disc_real_5: 0.22096607089042664 (0.22341498843897348) | > loss_0: 2.352890968322754 (2.357029407873922) | > grad_norm_0: tensor(6.7665, device='cuda:0') (tensor(14.1297, device='cuda:0')) | > loss_gen: 2.6312031745910645 (2.4956003948189744) | > loss_kl: 2.156033754348755 (2.0143235558750994) | > loss_feat: 7.047583103179932 (6.989727669748767) | > loss_mel: 17.086252212524414 (17.209156496771442) | > loss_duration: 2.1142818927764893 (1.9946374667101894) | > loss_1: 31.035354614257812 (30.703445620920466) | > grad_norm_1: tensor(332.9457, device='cuda:0') (tensor(192.6744, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.3887 (0.376963393441562) | > loader_time: 0.0042 (0.0038638156035850787)  --> TIME: 2024-06-12 05:07:57 -- STEP: 199/330 -- GLOBAL_STEP: 370350 | > loss_disc: 2.398336887359619 (2.359757140653217) | > loss_disc_real_0: 0.11316175758838654 (0.1132464903458279) | > loss_disc_real_1: 0.19857628643512726 (0.19586366789424836) | > loss_disc_real_2: 0.21602791547775269 (0.21094133176995283) | > loss_disc_real_3: 0.23553994297981262 (0.23024766499073662) | > loss_disc_real_4: 0.23305164277553558 (0.23193636828631012) | > loss_disc_real_5: 0.263632595539093 (0.2226149616528995) | > loss_0: 2.398336887359619 (2.359757140653217) | > grad_norm_0: tensor(36.9610, device='cuda:0') (tensor(16.5804, device='cuda:0')) | > loss_gen: 2.277298927307129 (2.497922207242879) | > loss_kl: 1.9640647172927856 (2.017792189540576) | > loss_feat: 6.179649829864502 (7.000131094276006) | > loss_mel: 15.975143432617188 (17.175017634827874) | > loss_duration: 2.142120361328125 (2.0040948732414434) | > loss_1: 28.53827667236328 (30.694958030278958) | > grad_norm_1: tensor(309.8847, device='cuda:0') (tensor(219.1289, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.398 (0.37909169412737515) | > loader_time: 0.0049 (0.00396099521886164)  --> TIME: 2024-06-12 05:08:07 -- STEP: 224/330 -- GLOBAL_STEP: 370375 | > loss_disc: 2.360159158706665 (2.3581956646272113) | > loss_disc_real_0: 0.08445403724908829 (0.11430208333435335) | > loss_disc_real_1: 0.1974809616804123 (0.19593242968299557) | > loss_disc_real_2: 0.19933487474918365 (0.21028779447078705) | > loss_disc_real_3: 0.22503559291362762 (0.23003128317317792) | > loss_disc_real_4: 0.21522152423858643 (0.23162981009642994) | > loss_disc_real_5: 0.18021905422210693 (0.2218703225787197) | > loss_0: 2.360159158706665 (2.3581956646272113) | > grad_norm_0: tensor(38.2684, device='cuda:0') (tensor(18.5710, device='cuda:0')) | > loss_gen: 2.6552000045776367 (2.500549732574394) | > loss_kl: 2.1067168712615967 (2.0222879174564556) | > loss_feat: 7.366506099700928 (6.9928959012031555) | > loss_mel: 16.733060836791992 (17.126953150544846) | > loss_duration: 2.1279704570770264 (2.0119899633739653) | > loss_1: 30.98945426940918 (30.65467667579651) | > grad_norm_1: tensor(612.9142, device='cuda:0') (tensor(244.2510, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.4022 (0.38189381999628885) | > loader_time: 0.0047 (0.004059124205793652)  --> TIME: 2024-06-12 05:08:18 -- STEP: 249/330 -- GLOBAL_STEP: 370400 | > loss_disc: 2.3659169673919678 (2.3622227241715272) | > loss_disc_real_0: 0.09565342217683792 (0.11586195082370057) | > loss_disc_real_1: 0.17797699570655823 (0.19628235374588562) | > loss_disc_real_2: 0.1667405217885971 (0.21063369482635974) | > loss_disc_real_3: 0.22294896841049194 (0.2301486336203464) | > loss_disc_real_4: 0.2143009752035141 (0.2320082113446002) | > loss_disc_real_5: 0.2187279611825943 (0.22207074591433668) | > loss_0: 2.3659169673919678 (2.3622227241715272) | > grad_norm_0: tensor(27.6408, device='cuda:0') (tensor(20.2164, device='cuda:0')) | > loss_gen: 2.5161848068237305 (2.4975888403543975) | > loss_kl: 2.0085484981536865 (2.024681320152129) | > loss_feat: 6.751954555511475 (6.993014282012082) | > loss_mel: 16.86882781982422 (17.105101585388187) | > loss_duration: 2.0964808464050293 (2.0207972129185987) | > loss_1: 30.24199676513672 (30.641183263326745) | > grad_norm_1: tensor(481.9466, device='cuda:0') (tensor(257.9955, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.4156 (0.385220252845182) | > loader_time: 0.0054 (0.00418218551390621)  --> TIME: 2024-06-12 05:08:29 -- STEP: 274/330 -- GLOBAL_STEP: 370425 | > loss_disc: 2.386798143386841 (2.3658861356930143) | > loss_disc_real_0: 0.1260094791650772 (0.11733623913550464) | > loss_disc_real_1: 0.1743556410074234 (0.1964108064553163) | > loss_disc_real_2: 0.2139774113893509 (0.21108510774852585) | > loss_disc_real_3: 0.23125649988651276 (0.23028424474662237) | > loss_disc_real_4: 0.22376374900341034 (0.23206560846662871) | > loss_disc_real_5: 0.1898203343153 (0.22184799051415313) | > loss_0: 2.386798143386841 (2.3658861356930143) | > grad_norm_0: tensor(27.4853, device='cuda:0') (tensor(21.3076, device='cuda:0')) | > loss_gen: 2.3105475902557373 (2.4941861368443834) | > loss_kl: 2.168440103530884 (2.030226622184698) | > loss_feat: 7.286262512207031 (7.00433726206313) | > loss_mel: 16.166160583496094 (17.058115377913435) | > loss_duration: 2.126546859741211 (2.029785446441956) | > loss_1: 30.05795669555664 (30.61665087372717) | > grad_norm_1: tensor(447.2465, device='cuda:0') (tensor(272.2256, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.4384 (0.3897803343125503) | > loader_time: 0.0062 (0.004335805447432246)  --> TIME: 2024-06-12 05:08:41 -- STEP: 299/330 -- GLOBAL_STEP: 370450 | > loss_disc: 2.439298391342163 (2.3713809750151866) | > loss_disc_real_0: 0.10595683008432388 (0.11852485099713937) | > loss_disc_real_1: 0.17098361253738403 (0.19660562645631482) | > loss_disc_real_2: 0.19701479375362396 (0.2108715937089761) | > loss_disc_real_3: 0.2342148870229721 (0.2306969742910519) | > loss_disc_real_4: 0.25775986909866333 (0.23254672844075042) | > loss_disc_real_5: 0.23862199485301971 (0.22261431010869834) | > loss_0: 2.439298391342163 (2.3713809750151866) | > grad_norm_0: tensor(9.3169, device='cuda:0') (tensor(21.5166, device='cuda:0')) | > loss_gen: 2.344285726547241 (2.4859708352232457) | > loss_kl: 2.1240930557250977 (2.0360056680181757) | > loss_feat: 6.737791061401367 (6.985498866907327) | > loss_mel: 17.137523651123047 (17.017876921688835) | > loss_duration: 2.188509225845337 (2.040932901328222) | > loss_1: 30.532203674316406 (30.56628523223775) | > grad_norm_1: tensor(181.1796, device='cuda:0') (tensor(273.8244, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.4755 (0.3953784572639593) | > loader_time: 0.0072 (0.004520308612581079)  --> TIME: 2024-06-12 05:08:54 -- STEP: 324/330 -- GLOBAL_STEP: 370475 | > loss_disc: 2.505915641784668 (2.3756114546163576) | > loss_disc_real_0: 0.09790860116481781 (0.1196630848341702) | > loss_disc_real_1: 0.23013241589069366 (0.19704230833384712) | > loss_disc_real_2: 0.24972344934940338 (0.21140811555547487) | > loss_disc_real_3: 0.24195630848407745 (0.230685390578008) | > loss_disc_real_4: 0.2733158469200134 (0.2327230263179467) | > loss_disc_real_5: 0.20641596615314484 (0.22281127988740249) | > loss_0: 2.505915641784668 (2.3756114546163576) | > grad_norm_0: tensor(15.0718, device='cuda:0') (tensor(21.4760, device='cuda:0')) | > loss_gen: 2.560230255126953 (2.480615821149614) | > loss_kl: 2.0928127765655518 (2.0414612852496874) | > loss_feat: 9.883028030395508 (7.027050194916899) | > loss_mel: 17.878822326660156 (16.984944476021667) | > loss_duration: 2.257566213607788 (2.0556700615971164) | > loss_1: 34.67245864868164 (30.589741859906987) | > grad_norm_1: tensor(284.2606, device='cuda:0') (tensor(273.8693, device='cuda:0')) | > current_lr_0: 0.0001797263985236442 | > current_lr_1: 0.0001797263985236442 | > step_time: 0.5806 (0.4055515799993351) | > loader_time: 0.009 (0.004774549861013151)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.293529748916626 (2.293529748916626) | > loss_disc_real_0: 0.2105783373117447 (0.2105783373117447) | > loss_disc_real_1: 0.14501260221004486 (0.14501260221004486) | > loss_disc_real_2: 0.19410444796085358 (0.19410444796085358) | > loss_disc_real_3: 0.21787916123867035 (0.21787916123867035) | > loss_disc_real_4: 0.2510882318019867 (0.2510882318019867) | > loss_disc_real_5: 0.25094977021217346 (0.25094977021217346) | > loss_0: 2.293529748916626 (2.293529748916626) | > loss_gen: 2.6078040599823 (2.6078040599823) | > loss_kl: 3.0900425910949707 (3.0900425910949707) | > loss_feat: 8.285725593566895 (8.285725593566895) | > loss_mel: 18.462337493896484 (18.462337493896484) | > loss_duration: 2.983257293701172 (2.983257293701172) | > loss_1: 35.429168701171875 (35.429168701171875)  --> STEP: 1 | > loss_disc: 2.135903835296631 (2.135903835296631) | > loss_disc_real_0: 0.11993172764778137 (0.11993172764778137) | > loss_disc_real_1: 0.21260075271129608 (0.21260075271129608) | > loss_disc_real_2: 0.12751872837543488 (0.12751872837543488) | > loss_disc_real_3: 0.1953350007534027 (0.1953350007534027) | > loss_disc_real_4: 0.22401218116283417 (0.22401218116283417) | > loss_disc_real_5: 0.2339133769273758 (0.2339133769273758) | > loss_0: 2.135903835296631 (2.135903835296631) | > loss_gen: 2.6365177631378174 (2.6365177631378174) | > loss_kl: 3.7328250408172607 (3.7328250408172607) | > loss_feat: 8.0054292678833 (8.0054292678833) | > loss_mel: 18.533735275268555 (18.533735275268555) | > loss_duration: 2.4168357849121094 (2.4168357849121094) | > loss_1: 35.32534408569336 (35.32534408569336)  --> STEP: 2 | > loss_disc: 2.277493953704834 (2.2066988945007324) | > loss_disc_real_0: 0.09550666809082031 (0.10771919786930084) | > loss_disc_real_1: 0.24483588337898254 (0.2287183180451393) | > loss_disc_real_2: 0.27112677693367004 (0.19932275265455246) | > loss_disc_real_3: 0.20729127526283264 (0.20131313800811768) | > loss_disc_real_4: 0.2234937846660614 (0.22375298291444778) | > loss_disc_real_5: 0.19429457187652588 (0.21410397440195084) | > loss_0: 2.277493953704834 (2.2066988945007324) | > loss_gen: 2.410466432571411 (2.5234920978546143) | > loss_kl: 2.814143657684326 (3.2734843492507935) | > loss_feat: 5.814919948577881 (6.910174608230591) | > loss_mel: 18.87200355529785 (18.702869415283203) | > loss_duration: 2.414393901824951 (2.4156148433685303) | > loss_1: 32.325927734375 (33.82563591003418)  --> STEP: 3 | > loss_disc: 2.19073748588562 (2.201378424962362) | > loss_disc_real_0: 0.12341007590293884 (0.11294949054718018) | > loss_disc_real_1: 0.1794741004705429 (0.21230357885360718) | > loss_disc_real_2: 0.163771852850914 (0.18747245272000632) | > loss_disc_real_3: 0.22571603953838348 (0.20944743851820627) | > loss_disc_real_4: 0.23888278007507324 (0.22879624863465628) | > loss_disc_real_5: 0.23822686076164246 (0.22214493652184805) | > loss_0: 2.19073748588562 (2.201378424962362) | > loss_gen: 2.6669459342956543 (2.571310043334961) | > loss_kl: 3.5829029083251953 (3.3766238689422607) | > loss_feat: 6.757565975189209 (6.859305063883464) | > loss_mel: 18.1397762298584 (18.51517168680827) | > loss_duration: 2.3183305263519287 (2.3831867376963296) | > loss_1: 33.46552276611328 (33.70559819539388)  --> STEP: 4 | > loss_disc: 2.584299087524414 (2.2971085906028748) | > loss_disc_real_0: 0.22947931289672852 (0.14208194613456726) | > loss_disc_real_1: 0.20516632497310638 (0.21051926538348198) | > loss_disc_real_2: 0.22245332598686218 (0.19621767103672028) | > loss_disc_real_3: 0.2820386290550232 (0.2275952361524105) | > loss_disc_real_4: 0.2627049386501312 (0.237273421138525) | > loss_disc_real_5: 0.22737082839012146 (0.2234514094889164) | > loss_0: 2.584299087524414 (2.2971085906028748) | > loss_gen: 2.320327043533325 (2.508564293384552) | > loss_kl: 4.16340970993042 (3.5733203291893005) | > loss_feat: 6.378713130950928 (6.73915708065033) | > loss_mel: 17.353832244873047 (18.224836826324463) | > loss_duration: 2.4013829231262207 (2.3877357840538025) | > loss_1: 32.6176643371582 (33.43361473083496)  --> STEP: 5 | > loss_disc: 2.3030595779418945 (2.298298788070679) | > loss_disc_real_0: 0.17479568719863892 (0.1486246943473816) | > loss_disc_real_1: 0.19597381353378296 (0.20761017501354218) | > loss_disc_real_2: 0.2029603272676468 (0.19756620228290558) | > loss_disc_real_3: 0.28095999360084534 (0.23826818764209748) | > loss_disc_real_4: 0.21648572385311127 (0.23311588168144226) | > loss_disc_real_5: 0.22079813480377197 (0.2229207545518875) | > loss_0: 2.3030595779418945 (2.298298788070679) | > loss_gen: 2.541475534439087 (2.515146541595459) | > loss_kl: 2.8879802227020264 (3.436252307891846) | > loss_feat: 5.632187366485596 (6.517763137817383) | > loss_mel: 18.118324279785156 (18.2035343170166) | > loss_duration: 2.3682117462158203 (2.3838309764862062) | > loss_1: 31.548179626464844 (33.05652770996094)  --> STEP: 6 | > loss_disc: 2.2933077812194824 (2.2974669535954795) | > loss_disc_real_0: 0.07197347283363342 (0.1358494907617569) | > loss_disc_real_1: 0.16430002450942993 (0.20039181659619013) | > loss_disc_real_2: 0.26155373454093933 (0.20823079099257788) | > loss_disc_real_3: 0.2660071849822998 (0.24289135386546454) | > loss_disc_real_4: 0.20954479277133942 (0.2291873668630918) | > loss_disc_real_5: 0.17242413759231567 (0.2145046517252922) | > loss_0: 2.2933077812194824 (2.2974669535954795) | > loss_gen: 2.421286106109619 (2.4995031356811523) | > loss_kl: 3.6788852214813232 (3.4766911268234253) | > loss_feat: 5.970266342163086 (6.426513671875) | > loss_mel: 19.19886589050293 (18.369422912597656) | > loss_duration: 2.2223808765411377 (2.3569226264953613) | > loss_1: 33.49168395996094 (33.1290537516276)  --> STEP: 7 | > loss_disc: 2.342383623123169 (2.3038836206708635) | > loss_disc_real_0: 0.15264692902565002 (0.13824912479945592) | > loss_disc_real_1: 0.3247717320919037 (0.21816037595272064) | > loss_disc_real_2: 0.21162618696689606 (0.20871584756033762) | > loss_disc_real_3: 0.2609666883945465 (0.24547354451247624) | > loss_disc_real_4: 0.24234719574451447 (0.23106734241758073) | > loss_disc_real_5: 0.24871377646923065 (0.21939166954585484) | > loss_0: 2.342383623123169 (2.3038836206708635) | > loss_gen: 2.7820963859558105 (2.5398736000061035) | > loss_kl: 4.512967586517334 (3.6247306210654124) | > loss_feat: 7.136218547821045 (6.527900082724435) | > loss_mel: 16.777395248413086 (18.141990389142716) | > loss_duration: 2.5275516510009766 (2.381298201424735) | > loss_1: 33.736228942871094 (33.215793064662385)  --> STEP: 8 | > loss_disc: 2.1100704669952393 (2.2796569764614105) | > loss_disc_real_0: 0.17481306195259094 (0.1428196169435978) | > loss_disc_real_1: 0.1461356282234192 (0.20915728248655796) | > loss_disc_real_2: 0.19359943270683289 (0.20682629570364952) | > loss_disc_real_3: 0.2283763587474823 (0.243336396291852) | > loss_disc_real_4: 0.24060553312301636 (0.2322596162557602) | > loss_disc_real_5: 0.19773146510124207 (0.21668414399027824) | > loss_0: 2.1100704669952393 (2.2796569764614105) | > loss_gen: 2.7587013244628906 (2.567227065563202) | > loss_kl: 2.9541680812835693 (3.540910303592682) | > loss_feat: 8.59963321685791 (6.786866724491119) | > loss_mel: 18.585535049438477 (18.197433471679688) | > loss_duration: 2.28533673286438 (2.3693030178546906) | > loss_1: 35.183372497558594 (33.461740493774414)  --> STEP: 9 | > loss_disc: 2.467055082321167 (2.3004789882236056) | > loss_disc_real_0: 0.21363776922225952 (0.15068830053011575) | > loss_disc_real_1: 0.24500896036624908 (0.2131408022509681) | > loss_disc_real_2: 0.2129654735326767 (0.20750842657354143) | > loss_disc_real_3: 0.24348443746566772 (0.24335284531116486) | > loss_disc_real_4: 0.24995070695877075 (0.23422529300053915) | > loss_disc_real_5: 0.234042227268219 (0.21861281991004944) | > loss_0: 2.467055082321167 (2.3004789882236056) | > loss_gen: 2.3708505630493164 (2.54540745417277) | > loss_kl: 2.687387704849243 (3.446074459287855) | > loss_feat: 6.355405330657959 (6.7389265696207685) | > loss_mel: 18.67158317565918 (18.250116772121853) | > loss_duration: 2.1869735717773438 (2.349044190512763) | > loss_1: 32.27220153808594 (33.329569498697914)  --> STEP: 10 | > loss_disc: 2.7822840213775635 (2.3486594915390016) | > loss_disc_real_0: 0.19159524142742157 (0.15477899461984634) | > loss_disc_real_1: 0.26915472745895386 (0.21874219477176665) | > loss_disc_real_2: 0.30503255128860474 (0.21726083904504775) | > loss_disc_real_3: 0.3256157338619232 (0.25157913416624067) | > loss_disc_real_4: 0.31414899230003357 (0.24221766293048858) | > loss_disc_real_5: 0.3263806700706482 (0.22938960492610933) | > loss_0: 2.7822840213775635 (2.3486594915390016) | > loss_gen: 2.4166555404663086 (2.532532262802124) | > loss_kl: 3.027013063430786 (3.4041683197021486) | > loss_feat: 4.838751792907715 (6.548909091949463) | > loss_mel: 16.064781188964844 (18.03158321380615) | > loss_duration: 2.409090995788574 (2.3550488710403443) | > loss_1: 28.75629425048828 (32.87224197387695)  --> STEP: 11 | > loss_disc: 2.4975340366363525 (2.362193541093306) | > loss_disc_real_0: 0.19924834370613098 (0.1588216627185995) | > loss_disc_real_1: 0.22957147657871246 (0.21972667493603446) | > loss_disc_real_2: 0.2007313221693039 (0.2157581556927074) | > loss_disc_real_3: 0.23144347965717316 (0.24974862011996182) | > loss_disc_real_4: 0.2831835448741913 (0.24594183401627975) | > loss_disc_real_5: 0.22845472395420074 (0.2293046157468449) | > loss_0: 2.4975340366363525 (2.362193541093306) | > loss_gen: 2.4727907180786133 (2.5271012132818047) | > loss_kl: 3.968775749206543 (3.4554962678389116) | > loss_feat: 6.840277671813965 (6.575397144664418) | > loss_mel: 16.188400268554688 (17.8640211278742) | > loss_duration: 2.467705011367798 (2.36529033834284) | > loss_1: 31.937950134277344 (32.78730635209517)  --> STEP: 12 | > loss_disc: 2.537389039993286 (2.376793166001638) | > loss_disc_real_0: 0.17862701416015625 (0.16047210867206255) | > loss_disc_real_1: 0.24586760997772217 (0.22190508618950844) | > loss_disc_real_2: 0.26323962211608887 (0.21971494456132254) | > loss_disc_real_3: 0.27268916368484497 (0.2516603320837021) | > loss_disc_real_4: 0.2632809281349182 (0.2473867585261663) | > loss_disc_real_5: 0.25352421402931213 (0.23132291560371718) | > loss_0: 2.537389039993286 (2.376793166001638) | > loss_gen: 2.403988838195801 (2.5168418486913047) | > loss_kl: 2.6848323345184326 (3.3912742733955383) | > loss_feat: 5.681967735290527 (6.50094469388326) | > loss_mel: 16.30765724182129 (17.73432413736979) | > loss_duration: 2.318925380706787 (2.361426591873169) | > loss_1: 29.397371292114258 (32.50481176376343)  --> STEP: 13 | > loss_disc: 2.370222806930542 (2.3762877537653995) | > loss_disc_real_0: 0.21738913655281067 (0.16485034158596626) | > loss_disc_real_1: 0.20813792943954468 (0.22084607413181892) | > loss_disc_real_2: 0.17365914583206177 (0.21617219081291786) | > loss_disc_real_3: 0.27489304542541504 (0.25344746387921846) | > loss_disc_real_4: 0.2175830751657486 (0.24509416749844185) | > loss_disc_real_5: 0.1925731599330902 (0.2283421651675151) | > loss_0: 2.370222806930542 (2.3762877537653995) | > loss_gen: 2.500875949859619 (2.515613702627329) | > loss_kl: 3.1060233116149902 (3.3693318917201114) | > loss_feat: 6.165246486663818 (6.47512175486638) | > loss_mel: 15.100272178649902 (17.5317047559298) | > loss_duration: 2.253331184387207 (2.353111560528095) | > loss_1: 29.125747680664062 (32.24488375737117)  --> STEP: 14 | > loss_disc: 2.555818796157837 (2.3891113996505737) | > loss_disc_real_0: 0.1355709582567215 (0.16275895706244878) | > loss_disc_real_1: 0.17621146142482758 (0.21765788750989096) | > loss_disc_real_2: 0.2787068784236908 (0.22063895421368734) | > loss_disc_real_3: 0.29022347927093506 (0.25607432212148395) | > loss_disc_real_4: 0.29320061206817627 (0.24853034211056574) | > loss_disc_real_5: 0.23264770209789276 (0.22864970351968492) | > loss_0: 2.555818796157837 (2.3891113996505737) | > loss_gen: 2.3526804447174072 (2.50397561277662) | > loss_kl: 3.2383475303649902 (3.3599758659090315) | > loss_feat: 6.003190994262695 (6.44141241482326) | > loss_mel: 17.798160552978516 (17.55073731286185) | > loss_duration: 2.434345245361328 (2.3589139665876115) | > loss_1: 31.826725006103516 (32.215015275137766)  --> STEP: 15 | > loss_disc: 2.232872247695923 (2.3786954561869305) | > loss_disc_real_0: 0.09187816083431244 (0.1580335706472397) | > loss_disc_real_1: 0.18457084894180298 (0.2154520849386851) | > loss_disc_real_2: 0.09776214510202408 (0.21244716693957647) | > loss_disc_real_3: 0.2099529355764389 (0.2529995630184809) | > loss_disc_real_4: 0.20349198579788208 (0.24552778502305347) | > loss_disc_real_5: 0.13051214814186096 (0.22210719982783) | > loss_0: 2.232872247695923 (2.3786954561869305) | > loss_gen: 2.124704599380493 (2.4786908785502115) | > loss_kl: 3.855090618133545 (3.3929835160573325) | > loss_feat: 6.346367359161377 (6.435076077779134) | > loss_mel: 18.298988342285156 (17.6006207148234) | > loss_duration: 2.4217562675476074 (2.363103453318278) | > loss_1: 33.046905517578125 (32.27047462463379)  --> STEP: 16 | > loss_disc: 2.586482048034668 (2.391682118177414) | > loss_disc_real_0: 0.3191375732421875 (0.16810257080942392) | > loss_disc_real_1: 0.33232787251472473 (0.22275682166218758) | > loss_disc_real_2: 0.21986442804336548 (0.21291074575856328) | > loss_disc_real_3: 0.2586420476436615 (0.2533522183075547) | > loss_disc_real_4: 0.21920089423656464 (0.24388235434889793) | > loss_disc_real_5: 0.24139264225959778 (0.22331253997981548) | > loss_0: 2.586482048034668 (2.391682118177414) | > loss_gen: 2.5007402896881104 (2.4800689667463303) | > loss_kl: 3.228520154953003 (3.3827045559883118) | > loss_feat: 6.030454158782959 (6.409787207841873) | > loss_mel: 15.150932312011719 (17.44751518964767) | > loss_duration: 2.3833746910095215 (2.3643704056739807) | > loss_1: 29.294021606445312 (32.08444631099701)  --> STEP: 17 | > loss_disc: 2.669869899749756 (2.408046105328728) | > loss_disc_real_0: 0.23286956548690796 (0.1719123940257465) | > loss_disc_real_1: 0.23260562121868134 (0.22333616281256957) | > loss_disc_real_2: 0.2733927369117737 (0.21646850994404623) | > loss_disc_real_3: 0.24856553971767426 (0.2530706489787382) | > loss_disc_real_4: 0.24403607845306396 (0.24389139694326065) | > loss_disc_real_5: 0.30815327167510986 (0.22830317125600927) | > loss_0: 2.669869899749756 (2.408046105328728) | > loss_gen: 2.4146158695220947 (2.476218784556669) | > loss_kl: 2.6069416999816895 (3.3370714468114517) | > loss_feat: 4.690866470336914 (6.3086742232827575) | > loss_mel: 17.83209800720215 (17.470137708327346) | > loss_duration: 2.4070520401000977 (2.3668810900519874) | > loss_1: 29.95157241821289 (31.958983140833237)  --> STEP: 18 | > loss_disc: 2.1323673725128174 (2.392730620172289) | > loss_disc_real_0: 0.1308378279209137 (0.16963047368658912) | > loss_disc_real_1: 0.1601303517818451 (0.2198247288664182) | > loss_disc_real_2: 0.13806968927383423 (0.21211301990681225) | > loss_disc_real_3: 0.23916645348072052 (0.2522981936732928) | > loss_disc_real_4: 0.21722440421581268 (0.24240989734729132) | > loss_disc_real_5: 0.24808858335018158 (0.22940236081679663) | > loss_0: 2.1323673725128174 (2.392730620172289) | > loss_gen: 2.661282539367676 (2.486500104268392) | > loss_kl: 3.5707788467407227 (3.3500551912519665) | > loss_feat: 9.34738826751709 (6.477491670184666) | > loss_mel: 20.243879318237305 (17.624234464433457) | > loss_duration: 2.270822048187256 (2.361544476615058) | > loss_1: 38.09415054321289 (32.299825774298775)  --> STEP: 19 | > loss_disc: 2.6965274810791016 (2.408719928641068) | > loss_disc_real_0: 0.33013302087783813 (0.17807797617033908) | > loss_disc_real_1: 0.2355046570301056 (0.2206499882434544) | > loss_disc_real_2: 0.2236357033252716 (0.21271947692883642) | > loss_disc_real_3: 0.2520483434200287 (0.2522850436599631) | > loss_disc_real_4: 0.2522801160812378 (0.2429293825438148) | > loss_disc_real_5: 0.27906110882759094 (0.23201597913315422) | > loss_0: 2.6965274810791016 (2.408719928641068) | > loss_gen: 2.3447489738464355 (2.4790395184567102) | > loss_kl: 2.659496307373047 (3.313709986837287) | > loss_feat: 4.803966522216797 (6.389411399238988) | > loss_mel: 13.155708312988281 (17.38904887751529) | > loss_duration: 2.336935520172119 (2.360249268381219) | > loss_1: 25.30085563659668 (31.931458924946032)  --> STEP: 20 | > loss_disc: 2.5138301849365234 (2.4139754414558405) | > loss_disc_real_0: 0.1938551366329193 (0.1788668341934681) | > loss_disc_real_1: 0.20373471081256866 (0.2198042243719101) | > loss_disc_real_2: 0.15937834978103638 (0.2100524205714464) | > loss_disc_real_3: 0.26239073276519775 (0.25279032811522484) | > loss_disc_real_4: 0.2776970863342285 (0.24466776773333548) | > loss_disc_real_5: 0.31480956077575684 (0.23615565821528434) | > loss_0: 2.5138301849365234 (2.4139754414558405) | > loss_gen: 2.483443260192871 (2.4792597055435186) | > loss_kl: 2.4565508365631104 (3.270852029323578) | > loss_feat: 5.064629077911377 (6.323172283172608) | > loss_mel: 18.29806137084961 (17.434499502182007) | > loss_duration: 2.3383660316467285 (2.3591551065444945) | > loss_1: 30.641050338745117 (31.866938495635985)  --> STEP: 21 | > loss_disc: 2.206693410873413 (2.404104868570963) | > loss_disc_real_0: 0.26561078429222107 (0.1829974984838849) | > loss_disc_real_1: 0.15970687568187714 (0.2169424458628609) | > loss_disc_real_2: 0.17476209998130798 (0.20837192911477315) | > loss_disc_real_3: 0.22001253068447113 (0.2512294806185223) | > loss_disc_real_4: 0.267390638589859 (0.24574980920269376) | > loss_disc_real_5: 0.2506258487701416 (0.23684471490837278) | > loss_0: 2.206693410873413 (2.404104868570963) | > loss_gen: 2.915891647338867 (2.5000517027718687) | > loss_kl: 3.056945323944092 (3.2606659957340787) | > loss_feat: 6.144274711608887 (6.314653351193383) | > loss_mel: 14.993816375732422 (17.3182764961606) | > loss_duration: 2.1261067390441895 (2.3480575652349565) | > loss_1: 29.23703384399414 (31.7417049407959)  --> STEP: 22 | > loss_disc: 2.1565825939178467 (2.3928538560867305) | > loss_disc_real_0: 0.13929197192192078 (0.18101088364015927) | > loss_disc_real_1: 0.24602030217647552 (0.21826416660438885) | > loss_disc_real_2: 0.20886944234371185 (0.2083945433524522) | > loss_disc_real_3: 0.19710835814476013 (0.24876942959698764) | > loss_disc_real_4: 0.23679789900779724 (0.24534290419383484) | > loss_disc_real_5: 0.19891780614852905 (0.23512076451019806) | > loss_0: 2.1565825939178467 (2.3928538560867305) | > loss_gen: 2.660332441329956 (2.5073371908881454) | > loss_kl: 2.5411274433135986 (3.227959697896784) | > loss_feat: 7.845203399658203 (6.384223807941783) | > loss_mel: 17.446205139160156 (17.324091434478763) | > loss_duration: 2.219334125518799 (2.342206499793313) | > loss_1: 32.71220016479492 (31.785818360068582)  --> STEP: 23 | > loss_disc: 2.533639907836914 (2.398974988771521) | > loss_disc_real_0: 0.15302634239196777 (0.1797941644554553) | > loss_disc_real_1: 0.19093327224254608 (0.21707586684952612) | > loss_disc_real_2: 0.221069797873497 (0.20894564137510632) | > loss_disc_real_3: 0.2509562373161316 (0.24886450819347217) | > loss_disc_real_4: 0.21686069667339325 (0.24410454734511997) | > loss_disc_real_5: 0.22812055051326752 (0.23481640737989676) | > loss_0: 2.533639907836914 (2.398974988771521) | > loss_gen: 2.078132152557373 (2.4886761022650683) | > loss_kl: 2.7440433502197266 (3.2069198566934336) | > loss_feat: 4.60391902923584 (6.306819252345873) | > loss_mel: 15.537839889526367 (17.24642832382866) | > loss_duration: 2.322669744491577 (2.3413570756497593) | > loss_1: 27.286605834960938 (31.590200424194336)  --> STEP: 24 | > loss_disc: 2.281233310699463 (2.3940690855185185) | > loss_disc_real_0: 0.11513464897871017 (0.17710001797725758) | > loss_disc_real_1: 0.16873857378959656 (0.21506181297202906) | > loss_disc_real_2: 0.23154278099536896 (0.20988718885928392) | > loss_disc_real_3: 0.3190833330154419 (0.25179029256105423) | > loss_disc_real_4: 0.2593986690044403 (0.24474180241425833) | > loss_disc_real_5: 0.27255502343177795 (0.23638884971539179) | > loss_0: 2.281233310699463 (2.3940690855185185) | > loss_gen: 2.8212249279022217 (2.502532303333283) | > loss_kl: 3.088472366333008 (3.2019845445950827) | > loss_feat: 7.261293888092041 (6.346589028835297) | > loss_mel: 18.000736236572266 (17.277857820192978) | > loss_duration: 2.3700449466705322 (2.3425524036089582) | > loss_1: 33.541770935058594 (31.671515862147015)  --> STEP: 25 | > loss_disc: 2.911083221435547 (2.4147496509551996) | > loss_disc_real_0: 0.3540003001689911 (0.1841760292649269) | > loss_disc_real_1: 0.313892662525177 (0.21901504695415497) | > loss_disc_real_2: 0.324210524559021 (0.2144601222872734) | > loss_disc_real_3: 0.26944300532341003 (0.25249640107154847) | > loss_disc_real_4: 0.2290886789560318 (0.24411567747592927) | > loss_disc_real_5: 0.28700923919677734 (0.23841366529464722) | > loss_0: 2.911083221435547 (2.4147496509551996) | > loss_gen: 2.3072004318237305 (2.494719028472901) | > loss_kl: 2.759417772293091 (3.1842818737030028) | > loss_feat: 6.281992435455322 (6.344005165100097) | > loss_mel: 15.631608009338379 (17.212007827758793) | > loss_duration: 2.3845717906951904 (2.3442331790924076) | > loss_1: 29.364791870117188 (31.57924690246582)  --> STEP: 26 | > loss_disc: 2.329240322113037 (2.4114608306151166) | > loss_disc_real_0: 0.31004637479782104 (0.18901719640080744) | > loss_disc_real_1: 0.1665395200252533 (0.2169967574568895) | > loss_disc_real_2: 0.15759988129138947 (0.21227318994127786) | > loss_disc_real_3: 0.2517693340778351 (0.25246843695640564) | > loss_disc_real_4: 0.21757954359054565 (0.24309505694187605) | > loss_disc_real_5: 0.24428020417690277 (0.2386393014055032) | > loss_0: 2.329240322113037 (2.4114608306151166) | > loss_gen: 2.8498001098632812 (2.5083759931417617) | > loss_kl: 2.473358392715454 (3.1569386628957896) | > loss_feat: 14.707701683044434 (6.665685800405649) | > loss_mel: 18.456701278686523 (17.259880652794475) | > loss_duration: 2.2855241298675537 (2.3419751387376055) | > loss_1: 40.77308654785156 (31.932856119596043) --> EVAL PERFORMANCE | > avg_loader_time: 0.002492803793687087 (-9.509233328012286e-06) | > avg_loss_disc: 2.4114608306151166 (-0.018427087710453538) | > avg_loss_disc_real_0: 0.18901719640080744 (+0.020550794899463654) | > avg_loss_disc_real_1: 0.2169967574568895 (-0.020080337157616257) | > avg_loss_disc_real_2: 0.21227318994127786 (-0.0014358245982573625) | > avg_loss_disc_real_3: 0.25246843695640564 (+0.009874212627227485) | > avg_loss_disc_real_4: 0.24309505694187605 (+0.00014682973806676158) | > avg_loss_disc_real_5: 0.2386393014055032 (-0.000613481379472286) | > avg_loss_0: 2.4114608306151166 (-0.018427087710453538) | > avg_loss_gen: 2.5083759931417617 (+0.02172108796926686) | > avg_loss_kl: 3.1569386628957896 (+0.08045277228722147) | > avg_loss_feat: 6.665685800405649 (-0.5438679181612454) | > avg_loss_mel: 17.259880652794475 (-0.06096601486205344) | > avg_loss_duration: 2.3419751387376055 (-0.02485221165877105) | > avg_loss_1: 31.932856119596043 (-0.5275126237135659)  > EPOCH: 856/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:09:18)   --> TIME: 2024-06-12 05:09:26 -- STEP: 19/330 -- GLOBAL_STEP: 370500 | > loss_disc: 2.275310754776001 (2.32999018618935) | > loss_disc_real_0: 0.10010577738285065 (0.10138998808045137) | > loss_disc_real_1: 0.15144971013069153 (0.19613638755522275) | > loss_disc_real_2: 0.19428205490112305 (0.20758303372483505) | > loss_disc_real_3: 0.20406436920166016 (0.23450674822455958) | > loss_disc_real_4: 0.20568718016147614 (0.2299954836305819) | > loss_disc_real_5: 0.2115108072757721 (0.23094466250193746) | > loss_0: 2.275310754776001 (2.32999018618935) | > grad_norm_0: tensor(5.9492, device='cuda:0') (tensor(7.7861, device='cuda:0')) | > loss_gen: 2.491549015045166 (2.485412735688059) | > loss_kl: 2.082054376602173 (1.9773089822969938) | > loss_feat: 8.082420349121094 (6.995128405721564) | > loss_mel: 17.08396339416504 (17.50426583541067) | > loss_duration: 1.9499973058700562 (2.042907056055571) | > loss_1: 31.689983367919922 (31.005022952431126) | > grad_norm_1: tensor(95.3651, device='cuda:0') (tensor(71.7360, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.4019 (0.3821584425474468) | > loader_time: 0.0031 (0.0035303768358732526) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_370500.pth  --> TIME: 2024-06-12 05:09:40 -- STEP: 44/330 -- GLOBAL_STEP: 370525 | > loss_disc: 2.3902363777160645 (2.3254170201041484) | > loss_disc_real_0: 0.13286806643009186 (0.10263705456798727) | > loss_disc_real_1: 0.23368702828884125 (0.19531423801725561) | > loss_disc_real_2: 0.24679340422153473 (0.20869286663152956) | > loss_disc_real_3: 0.22930268943309784 (0.2295444357124242) | > loss_disc_real_4: 0.2526553273200989 (0.23165099729191174) | > loss_disc_real_5: 0.2244044542312622 (0.22386610203168608) | > loss_0: 2.3902363777160645 (2.3254170201041484) | > grad_norm_0: tensor(11.3372, device='cuda:0') (tensor(8.2463, device='cuda:0')) | > loss_gen: 2.5258491039276123 (2.5153735009106724) | > loss_kl: 2.048309564590454 (1.9886819638989188) | > loss_feat: 8.073731422424316 (7.07767356525768) | > loss_mel: 17.69154930114746 (17.37798721140081) | > loss_duration: 1.9034990072250366 (1.9951884746551511) | > loss_1: 32.24293899536133 (30.954904729669746) | > grad_norm_1: tensor(93.7399, device='cuda:0') (tensor(80.4189, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.3775 (0.38005885210904206) | > loader_time: 0.0035 (0.0036004131490534)  --> TIME: 2024-06-12 05:09:50 -- STEP: 69/330 -- GLOBAL_STEP: 370550 | > loss_disc: 2.390812635421753 (2.329639970392421) | > loss_disc_real_0: 0.12554247677326202 (0.10398429135481517) | > loss_disc_real_1: 0.2511167526245117 (0.19575152038664057) | > loss_disc_real_2: 0.2374599575996399 (0.2104405322368594) | > loss_disc_real_3: 0.26413193345069885 (0.23029019651205643) | > loss_disc_real_4: 0.2337440699338913 (0.22851058128087418) | > loss_disc_real_5: 0.24585416913032532 (0.22375676273435785) | > loss_0: 2.390812635421753 (2.329639970392421) | > grad_norm_0: tensor(15.2145, device='cuda:0') (tensor(9.4536, device='cuda:0')) | > loss_gen: 2.713362216949463 (2.5175955813864004) | > loss_kl: 1.8524609804153442 (1.982381112333657) | > loss_feat: 8.053497314453125 (7.09334222821222) | > loss_mel: 17.221336364746094 (17.307849441749454) | > loss_duration: 1.9141260385513306 (1.9821708029594973) | > loss_1: 31.75478172302246 (30.883339204649996) | > grad_norm_1: tensor(276.5593, device='cuda:0') (tensor(106.7511, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.364 (0.37475010968636774) | > loader_time: 0.0036 (0.003651732983796493)  --> TIME: 2024-06-12 05:09:59 -- STEP: 94/330 -- GLOBAL_STEP: 370575 | > loss_disc: 2.353878974914551 (2.3433004972782543) | > loss_disc_real_0: 0.10242635756731033 (0.10621365690802007) | > loss_disc_real_1: 0.21639679372310638 (0.19540821649926773) | > loss_disc_real_2: 0.21033373475074768 (0.21144754582263053) | > loss_disc_real_3: 0.19262772798538208 (0.2289820318209364) | > loss_disc_real_4: 0.22082671523094177 (0.23025403948540382) | > loss_disc_real_5: 0.22333741188049316 (0.22345879800776217) | > loss_0: 2.353878974914551 (2.3433004972782543) | > grad_norm_0: tensor(13.9308, device='cuda:0') (tensor(10.0288, device='cuda:0')) | > loss_gen: 2.504253387451172 (2.495094943553844) | > loss_kl: 2.042009115219116 (1.9906340558478173) | > loss_feat: 6.888485431671143 (7.023366065735514) | > loss_mel: 17.26970672607422 (17.256037123659816) | > loss_duration: 1.9977171421051025 (1.980738438190298) | > loss_1: 30.702171325683594 (30.745870711955618) | > grad_norm_1: tensor(93.4865, device='cuda:0') (tensor(115.8662, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.3657 (0.37270039700447244) | > loader_time: 0.0041 (0.0036971569061279297)  --> TIME: 2024-06-12 05:10:09 -- STEP: 119/330 -- GLOBAL_STEP: 370600 | > loss_disc: 2.379567861557007 (2.351480323727391) | > loss_disc_real_0: 0.145044207572937 (0.10785874999871775) | > loss_disc_real_1: 0.225455641746521 (0.19479495099111765) | > loss_disc_real_2: 0.19228656589984894 (0.21249041236749217) | > loss_disc_real_3: 0.24912764132022858 (0.22974845541625463) | > loss_disc_real_4: 0.23342987895011902 (0.231811368916215) | > loss_disc_real_5: 0.2364593744277954 (0.22416770333001593) | > loss_0: 2.379567861557007 (2.351480323727391) | > grad_norm_0: tensor(18.5040, device='cuda:0') (tensor(11.0280, device='cuda:0')) | > loss_gen: 2.616715908050537 (2.4907573832183334) | > loss_kl: 1.948046326637268 (1.997349838248822) | > loss_feat: 7.222851276397705 (7.015726121533819) | > loss_mel: 17.375701904296875 (17.279413607941954) | > loss_duration: 1.9633334875106812 (1.9829522411362464) | > loss_1: 31.126649856567383 (30.766199224135455) | > grad_norm_1: tensor(174.3613, device='cuda:0') (tensor(135.0167, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.3808 (0.37132734811606527) | > loader_time: 0.004 (0.003784802781433618)  --> TIME: 2024-06-12 05:10:18 -- STEP: 144/330 -- GLOBAL_STEP: 370625 | > loss_disc: 2.389566421508789 (2.351645239525371) | > loss_disc_real_0: 0.0959147959947586 (0.10891038712321056) | > loss_disc_real_1: 0.19780007004737854 (0.19452828199913105) | > loss_disc_real_2: 0.21343016624450684 (0.21185186970978975) | > loss_disc_real_3: 0.21057191491127014 (0.2289658880068196) | > loss_disc_real_4: 0.20115551352500916 (0.2313619323281778) | > loss_disc_real_5: 0.16874632239341736 (0.22371688433405426) | > loss_0: 2.389566421508789 (2.351645239525371) | > grad_norm_0: tensor(10.0879, device='cuda:0') (tensor(11.9525, device='cuda:0')) | > loss_gen: 2.4254560470581055 (2.4922067870696396) | > loss_kl: 1.8612092733383179 (2.0012517670790357) | > loss_feat: 7.286548614501953 (6.998413857486515) | > loss_mel: 17.489328384399414 (17.2670431666904) | > loss_duration: 2.004690170288086 (1.9887974196010165) | > loss_1: 31.067232131958008 (30.74771303600735) | > grad_norm_1: tensor(228.6045, device='cuda:0') (tensor(150.4549, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.3849 (0.3724109215868844) | > loader_time: 0.0045 (0.0038850191566679212)  --> TIME: 2024-06-12 05:10:28 -- STEP: 169/330 -- GLOBAL_STEP: 370650 | > loss_disc: 2.283323287963867 (2.356427637077647) | > loss_disc_real_0: 0.09147421270608902 (0.10949164717155095) | > loss_disc_real_1: 0.17556677758693695 (0.19526024101048528) | > loss_disc_real_2: 0.2363053262233734 (0.21271896838436466) | > loss_disc_real_3: 0.20947808027267456 (0.22926265565601325) | > loss_disc_real_4: 0.1948699951171875 (0.23190246469523074) | > loss_disc_real_5: 0.19202090799808502 (0.22422719195749632) | > loss_0: 2.283323287963867 (2.356427637077647) | > grad_norm_0: tensor(6.5316, device='cuda:0') (tensor(13.4420, device='cuda:0')) | > loss_gen: 2.5176427364349365 (2.492510076105243) | > loss_kl: 1.9295471906661987 (2.0056223029921045) | > loss_feat: 7.113729953765869 (6.991239401010368) | > loss_mel: 17.112262725830078 (17.265030674680446) | > loss_duration: 2.0435898303985596 (1.9946468370200614) | > loss_1: 30.716773986816406 (30.749049305210452) | > grad_norm_1: tensor(308.3969, device='cuda:0') (tensor(172.9290, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.3832 (0.3746907301908414) | > loader_time: 0.0043 (0.003992492630636903)  --> TIME: 2024-06-12 05:10:38 -- STEP: 194/330 -- GLOBAL_STEP: 370675 | > loss_disc: 2.4027976989746094 (2.3578835824101234) | > loss_disc_real_0: 0.08273221552371979 (0.11084680670161837) | > loss_disc_real_1: 0.24740254878997803 (0.19570625319923318) | > loss_disc_real_2: 0.24477484822273254 (0.21295674037687556) | > loss_disc_real_3: 0.26957669854164124 (0.22961059988466734) | > loss_disc_real_4: 0.26704007387161255 (0.2317145171085584) | > loss_disc_real_5: 0.2232767790555954 (0.22355676910926386) | > loss_0: 2.4027976989746094 (2.3578835824101234) | > grad_norm_0: tensor(24.1483, device='cuda:0') (tensor(15.8574, device='cuda:0')) | > loss_gen: 2.706822156906128 (2.498916805404978) | > loss_kl: 2.1113650798797607 (2.012321824265511) | > loss_feat: 6.896468639373779 (7.010656865601688) | > loss_mel: 16.8112850189209 (17.23324666563998) | > loss_duration: 2.0105812549591064 (2.0027509049041976) | > loss_1: 30.536521911621094 (30.75789308056389) | > grad_norm_1: tensor(344.5877, device='cuda:0') (tensor(197.5776, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.3911 (0.37876294937330424) | > loader_time: 0.0048 (0.004124727445779387)  --> TIME: 2024-06-12 05:10:49 -- STEP: 219/330 -- GLOBAL_STEP: 370700 | > loss_disc: 2.26037335395813 (2.359256725877385) | > loss_disc_real_0: 0.11334959417581558 (0.1125995521880176) | > loss_disc_real_1: 0.14385749399662018 (0.19698802119792866) | > loss_disc_real_2: 0.19424816966056824 (0.21260546984737866) | > loss_disc_real_3: 0.22218509018421173 (0.22915926888653132) | > loss_disc_real_4: 0.21520677208900452 (0.23139672144635082) | > loss_disc_real_5: 0.20002295076847076 (0.22275532870532172) | > loss_0: 2.26037335395813 (2.359256725877385) | > grad_norm_0: tensor(28.5981, device='cuda:0') (tensor(17.9530, device='cuda:0')) | > loss_gen: 2.6982104778289795 (2.5030562355093755) | > loss_kl: 2.246067762374878 (2.016276718818979) | > loss_feat: 7.877798080444336 (7.015966613543089) | > loss_mel: 17.08039093017578 (17.182052499083085) | > loss_duration: 2.0810346603393555 (2.0108008390147925) | > loss_1: 31.983501434326172 (30.728152862966876) | > grad_norm_1: tensor(656.9207, device='cuda:0') (tensor(226.9267, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.4001 (0.38151651321480806) | > loader_time: 0.0053 (0.004274204985736168)  --> TIME: 2024-06-12 05:10:59 -- STEP: 244/330 -- GLOBAL_STEP: 370725 | > loss_disc: 2.305257558822632 (2.3567303077119277) | > loss_disc_real_0: 0.08286741375923157 (0.11357864386356267) | > loss_disc_real_1: 0.1735794097185135 (0.19700578936055055) | > loss_disc_real_2: 0.23223969340324402 (0.21243082335005042) | > loss_disc_real_3: 0.26016825437545776 (0.22912176496914174) | > loss_disc_real_4: 0.25058412551879883 (0.2308465415214906) | > loss_disc_real_5: 0.23935700953006744 (0.22146146414709872) | > loss_0: 2.305257558822632 (2.3567303077119277) | > grad_norm_0: tensor(35.3523, device='cuda:0') (tensor(19.5483, device='cuda:0')) | > loss_gen: 2.7050249576568604 (2.5065021944827715) | > loss_kl: 2.059074878692627 (2.018865293166678) | > loss_feat: 7.0222954750061035 (7.020437576731698) | > loss_mel: 16.134662628173828 (17.142321238752274) | > loss_duration: 2.056654214859009 (2.0199889721440476) | > loss_1: 29.977712631225586 (30.70811524156664) | > grad_norm_1: tensor(584.6685, device='cuda:0') (tensor(246.4348, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.4267 (0.38431701112966066) | > loader_time: 0.0067 (0.004395970555602527)  --> TIME: 2024-06-12 05:11:10 -- STEP: 269/330 -- GLOBAL_STEP: 370750 | > loss_disc: 2.3431448936462402 (2.3566103929923794) | > loss_disc_real_0: 0.16054826974868774 (0.1150500065193522) | > loss_disc_real_1: 0.1884191930294037 (0.19702426424478509) | > loss_disc_real_2: 0.2255352884531021 (0.21201198063375337) | > loss_disc_real_3: 0.2671937346458435 (0.2292625113047632) | > loss_disc_real_4: 0.24463523924350739 (0.2305728548853814) | > loss_disc_real_5: 0.23474106192588806 (0.22124132142855776) | > loss_0: 2.3431448936462402 (2.3566103929923794) | > grad_norm_0: tensor(45.4406, device='cuda:0') (tensor(21.2272, device='cuda:0')) | > loss_gen: 2.642035484313965 (2.508333492456315) | > loss_kl: 2.118276596069336 (2.0217801425536788) | > loss_feat: 6.803516387939453 (7.03482477017938) | > loss_mel: 16.620166778564453 (17.105758617358582) | > loss_duration: 2.1282358169555664 (2.02859768769998) | > loss_1: 30.31222915649414 (30.699294689419546) | > grad_norm_1: tensor(479.7628, device='cuda:0') (tensor(266.6171, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.4464 (0.38818364781517967) | > loader_time: 0.0058 (0.004536555159047633)  --> TIME: 2024-06-12 05:11:22 -- STEP: 294/330 -- GLOBAL_STEP: 370775 | > loss_disc: 2.3381168842315674 (2.358640074729918) | > loss_disc_real_0: 0.1567142903804779 (0.11695315834565632) | > loss_disc_real_1: 0.1883341521024704 (0.19732435797752973) | > loss_disc_real_2: 0.24212776124477386 (0.21211266619007604) | > loss_disc_real_3: 0.22184816002845764 (0.22913565826253826) | > loss_disc_real_4: 0.23387913405895233 (0.23054315453889418) | > loss_disc_real_5: 0.2547518014907837 (0.22082499576871897) | > loss_0: 2.3381168842315674 (2.358640074729918) | > grad_norm_0: tensor(15.6827, device='cuda:0') (tensor(22.2332, device='cuda:0')) | > loss_gen: 2.4461634159088135 (2.5053083272207353) | > loss_kl: 2.1526241302490234 (2.0264983051488215) | > loss_feat: 7.580935955047607 (7.04057315904267) | > loss_mel: 16.87259292602539 (17.05063237300535) | > loss_duration: 2.184377431869507 (2.03896536429723) | > loss_1: 31.2366943359375 (30.6619775149287) | > grad_norm_1: tensor(421.2438, device='cuda:0') (tensor(279.5362, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.4601 (0.3937277980402213) | > loader_time: 0.0068 (0.004693425431543469)  --> TIME: 2024-06-12 05:11:35 -- STEP: 319/330 -- GLOBAL_STEP: 370800 | > loss_disc: 2.432663917541504 (2.3608948945251735) | > loss_disc_real_0: 0.14305827021598816 (0.11807812595021762) | > loss_disc_real_1: 0.20160333812236786 (0.1974949023006104) | > loss_disc_real_2: 0.2114405781030655 (0.21193068551606145) | > loss_disc_real_3: 0.2159840613603592 (0.22902813525782859) | > loss_disc_real_4: 0.22273285686969757 (0.23064913430184034) | > loss_disc_real_5: 0.2268332988023758 (0.2212703857675989) | > loss_0: 2.432663917541504 (2.3608948945251735) | > grad_norm_0: tensor(13.5951, device='cuda:0') (tensor(22.3914, device='cuda:0')) | > loss_gen: 2.1917710304260254 (2.503022053398682) | > loss_kl: 2.1080915927886963 (2.0290396434012634) | > loss_feat: 7.503434181213379 (7.0720097891589315) | > loss_mel: 17.613548278808594 (17.01209552908393) | > loss_duration: 2.2379705905914307 (2.053022993395693) | > loss_1: 31.654815673828125 (30.669190003206737) | > grad_norm_1: tensor(270.9847, device='cuda:0') (tensor(286.3611, device='cuda:0')) | > current_lr_0: 0.00017970393272382875 | > current_lr_1: 0.00017970393272382875 | > step_time: 0.5582 (0.40324136530717714) | > loader_time: 0.0087 (0.004943142116630339)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.615577220916748 (2.615577220916748) | > loss_disc_real_0: 0.1954357773065567 (0.1954357773065567) | > loss_disc_real_1: 0.17685112357139587 (0.17685112357139587) | > loss_disc_real_2: 0.24199894070625305 (0.24199894070625305) | > loss_disc_real_3: 0.2287384271621704 (0.2287384271621704) | > loss_disc_real_4: 0.2797182500362396 (0.2797182500362396) | > loss_disc_real_5: 0.20305384695529938 (0.20305384695529938) | > loss_0: 2.615577220916748 (2.615577220916748) | > loss_gen: 2.1077635288238525 (2.1077635288238525) | > loss_kl: 1.6097230911254883 (1.6097230911254883) | > loss_feat: 6.45685338973999 (6.45685338973999) | > loss_mel: 18.69363784790039 (18.69363784790039) | > loss_duration: 2.992806911468506 (2.992806911468506) | > loss_1: 31.86078453063965 (31.86078453063965)  --> STEP: 1 | > loss_disc: 2.2200140953063965 (2.2200140953063965) | > loss_disc_real_0: 0.11722543835639954 (0.11722543835639954) | > loss_disc_real_1: 0.18799659609794617 (0.18799659609794617) | > loss_disc_real_2: 0.129019096493721 (0.129019096493721) | > loss_disc_real_3: 0.19053661823272705 (0.19053661823272705) | > loss_disc_real_4: 0.2200666069984436 (0.2200666069984436) | > loss_disc_real_5: 0.21907369792461395 (0.21907369792461395) | > loss_0: 2.2200140953063965 (2.2200140953063965) | > loss_gen: 2.4101598262786865 (2.4101598262786865) | > loss_kl: 2.4053244590759277 (2.4053244590759277) | > loss_feat: 6.040146350860596 (6.040146350860596) | > loss_mel: 18.68356704711914 (18.68356704711914) | > loss_duration: 2.425154685974121 (2.425154685974121) | > loss_1: 31.964351654052734 (31.964351654052734)  --> STEP: 2 | > loss_disc: 2.342503547668457 (2.2812588214874268) | > loss_disc_real_0: 0.07259899377822876 (0.09491221606731415) | > loss_disc_real_1: 0.15145419538021088 (0.16972539573907852) | > loss_disc_real_2: 0.18127138912677765 (0.15514524281024933) | > loss_disc_real_3: 0.2224142998456955 (0.20647545903921127) | > loss_disc_real_4: 0.24922935664653778 (0.2346479818224907) | > loss_disc_real_5: 0.30756816267967224 (0.2633209303021431) | > loss_0: 2.342503547668457 (2.2812588214874268) | > loss_gen: 2.3537192344665527 (2.3819395303726196) | > loss_kl: 2.518313407897949 (2.4618189334869385) | > loss_feat: 7.033414363861084 (6.53678035736084) | > loss_mel: 18.891069412231445 (18.787318229675293) | > loss_duration: 2.533555746078491 (2.479355216026306) | > loss_1: 33.33007049560547 (32.6472110748291)  --> STEP: 3 | > loss_disc: 2.4282732009887695 (2.330263614654541) | > loss_disc_real_0: 0.1742095947265625 (0.12134467562039693) | > loss_disc_real_1: 0.18947330117225647 (0.17630803088347116) | > loss_disc_real_2: 0.17981182038784027 (0.16336743533611298) | > loss_disc_real_3: 0.23052997887134552 (0.21449363231658936) | > loss_disc_real_4: 0.1564628779888153 (0.2085862805445989) | > loss_disc_real_5: 0.17348480224609375 (0.23337555428346) | > loss_0: 2.4282732009887695 (2.330263614654541) | > loss_gen: 2.279585361480713 (2.3478214740753174) | > loss_kl: 3.415259599685669 (2.779632488886515) | > loss_feat: 6.7012786865234375 (6.591613133748372) | > loss_mel: 14.24227237701416 (17.272302945454914) | > loss_duration: 2.4049015045166016 (2.454537312189738) | > loss_1: 29.043296813964844 (31.445906321207683)  --> STEP: 4 | > loss_disc: 2.1479153633117676 (2.2846765518188477) | > loss_disc_real_0: 0.11121730506420135 (0.11881283298134804) | > loss_disc_real_1: 0.15050776302814484 (0.1698579639196396) | > loss_disc_real_2: 0.1720270961523056 (0.16553235054016113) | > loss_disc_real_3: 0.18976296484470367 (0.20831096544861794) | > loss_disc_real_4: 0.20273390412330627 (0.20712318643927574) | > loss_disc_real_5: 0.20936037600040436 (0.22737175971269608) | > loss_0: 2.1479153633117676 (2.2846765518188477) | > loss_gen: 2.4148306846618652 (2.3645737767219543) | > loss_kl: 3.6389987468719482 (2.9944740533828735) | > loss_feat: 8.227415084838867 (7.000563621520996) | > loss_mel: 18.498037338256836 (17.578736543655396) | > loss_duration: 2.479525566101074 (2.460784375667572) | > loss_1: 35.25880813598633 (32.399131774902344)  --> STEP: 5 | > loss_disc: 2.198714256286621 (2.2674840927124023) | > loss_disc_real_0: 0.13357597589492798 (0.12176546156406402) | > loss_disc_real_1: 0.1430932581424713 (0.16450502276420592) | > loss_disc_real_2: 0.16460232436656952 (0.16534634530544282) | > loss_disc_real_3: 0.19398190081119537 (0.20544515252113343) | > loss_disc_real_4: 0.22349347174167633 (0.21039724349975586) | > loss_disc_real_5: 0.20493821799755096 (0.22288505136966705) | > loss_0: 2.198714256286621 (2.2674840927124023) | > loss_gen: 2.279634475708008 (2.347585916519165) | > loss_kl: 3.6565968990325928 (3.1268986225128175) | > loss_feat: 5.15547513961792 (6.631545925140381) | > loss_mel: 18.876867294311523 (17.83836269378662) | > loss_duration: 2.4123668670654297 (2.4511008739471434) | > loss_1: 32.38093948364258 (32.39549331665039)  --> STEP: 6 | > loss_disc: 2.5320637226104736 (2.311580697695414) | > loss_disc_real_0: 0.15512219071388245 (0.1273249164223671) | > loss_disc_real_1: 0.13226556777954102 (0.15913178026676178) | > loss_disc_real_2: 0.17761650681495667 (0.16739137222369513) | > loss_disc_real_3: 0.2581638693809509 (0.214231605331103) | > loss_disc_real_4: 0.2193765640258789 (0.21189379692077637) | > loss_disc_real_5: 0.2609011232852936 (0.2292210633556048) | > loss_0: 2.5320637226104736 (2.311580697695414) | > loss_gen: 2.0954151153564453 (2.305557449658712) | > loss_kl: 3.543275833129883 (3.196294824282328) | > loss_feat: 4.857352256774902 (6.335846980412801) | > loss_mel: 17.234451293945312 (17.73771079381307) | > loss_duration: 2.222928047180176 (2.4130720694859824) | > loss_1: 29.95342254638672 (31.988481521606445)  --> STEP: 7 | > loss_disc: 2.2589054107666016 (2.3040556567055837) | > loss_disc_real_0: 0.055645979940891266 (0.11708506835358483) | > loss_disc_real_1: 0.11375167965888977 (0.15264890875135148) | > loss_disc_real_2: 0.2382192760705948 (0.17750964420182364) | > loss_disc_real_3: 0.22260509431362152 (0.21542781804289138) | > loss_disc_real_4: 0.2146679162979126 (0.2122900996889387) | > loss_disc_real_5: 0.19913363456726074 (0.22492285924298422) | > loss_0: 2.2589054107666016 (2.3040556567055837) | > loss_gen: 2.2627928256988525 (2.299448217664446) | > loss_kl: 4.789610862731934 (3.4239114012037004) | > loss_feat: 6.80702543258667 (6.403158187866211) | > loss_mel: 19.56690788269043 (17.999024663652694) | > loss_duration: 2.5279698371887207 (2.429486036300659) | > loss_1: 35.954307556152344 (32.555028097970144)  --> STEP: 8 | > loss_disc: 2.2264575958251953 (2.2943558990955353) | > loss_disc_real_0: 0.17456495761871338 (0.1242700545117259) | > loss_disc_real_1: 0.1844175010919571 (0.1566199827939272) | > loss_disc_real_2: 0.24904558062553406 (0.18645163625478745) | > loss_disc_real_3: 0.22882717847824097 (0.21710273809731007) | > loss_disc_real_4: 0.21158209443092346 (0.21220159903168678) | > loss_disc_real_5: 0.19297687709331512 (0.2209296114742756) | > loss_0: 2.2264575958251953 (2.2943558990955353) | > loss_gen: 2.7363061904907227 (2.3540554642677307) | > loss_kl: 3.054495334625244 (3.3777343928813934) | > loss_feat: 11.822561264038086 (7.080583572387695) | > loss_mel: 19.308555603027344 (18.162716031074524) | > loss_duration: 2.2702908515930176 (2.409586638212204) | > loss_1: 39.19220733642578 (33.3846755027771)  --> STEP: 9 | > loss_disc: 2.4508860111236572 (2.3117481337653265) | > loss_disc_real_0: 0.13295705616474152 (0.12523527691761652) | > loss_disc_real_1: 0.20032213628292084 (0.1614757776260376) | > loss_disc_real_2: 0.17903661727905273 (0.1856277452574836) | > loss_disc_real_3: 0.2568199634552002 (0.22151576313707563) | > loss_disc_real_4: 0.26334771513938904 (0.2178845008214315) | > loss_disc_real_5: 0.2937527894973755 (0.22902107569906446) | > loss_0: 2.4508860111236572 (2.3117481337653265) | > loss_gen: 2.389362335205078 (2.357978449927436) | > loss_kl: 2.7266812324523926 (3.305395152833727) | > loss_feat: 6.124840259552002 (6.974389870961507) | > loss_mel: 18.17839241027832 (18.164457850986057) | > loss_duration: 2.2303647994995117 (2.3896731005774603) | > loss_1: 31.649642944335938 (33.191894107394745)  --> STEP: 10 | > loss_disc: 2.38904070854187 (2.319477391242981) | > loss_disc_real_0: 0.0966142788529396 (0.12237317711114884) | > loss_disc_real_1: 0.22529585659503937 (0.16785778552293779) | > loss_disc_real_2: 0.27791881561279297 (0.19485685229301453) | > loss_disc_real_3: 0.23179471492767334 (0.2225436583161354) | > loss_disc_real_4: 0.26320165395736694 (0.22241621613502502) | > loss_disc_real_5: 0.2773835062980652 (0.23385731875896454) | > loss_0: 2.38904070854187 (2.319477391242981) | > loss_gen: 2.5428194999694824 (2.3764625549316407) | > loss_kl: 3.2304396629333496 (3.297899603843689) | > loss_feat: 7.4304280281066895 (7.019993686676026) | > loss_mel: 17.37063980102539 (18.08507604598999) | > loss_duration: 2.3806042671203613 (2.3887662172317503) | > loss_1: 32.954933166503906 (33.16819801330566)  --> STEP: 11 | > loss_disc: 2.471165180206299 (2.333267190239646) | > loss_disc_real_0: 0.12939132750034332 (0.12301119078289378) | > loss_disc_real_1: 0.2440996766090393 (0.1747888665307652) | > loss_disc_real_2: 0.2179507464170456 (0.19695629721338098) | > loss_disc_real_3: 0.23531754314899445 (0.22370492057366806) | > loss_disc_real_4: 0.2373281717300415 (0.2237718484618447) | > loss_disc_real_5: 0.27629873156547546 (0.2377156290141019) | > loss_0: 2.471165180206299 (2.333267190239646) | > loss_gen: 2.529737710952759 (2.3903966600244697) | > loss_kl: 4.276718616485596 (3.3868831504474985) | > loss_feat: 7.551504135131836 (7.068312818353826) | > loss_mel: 17.96638298034668 (18.074285767295144) | > loss_duration: 2.490345001220703 (2.398000652139837) | > loss_1: 34.81468963623047 (33.317879069935195)  --> STEP: 12 | > loss_disc: 2.292591094970703 (2.3298775156339007) | > loss_disc_real_0: 0.08572918176651001 (0.11990435669819514) | > loss_disc_real_1: 0.13932612538337708 (0.17183363810181618) | > loss_disc_real_2: 0.24194744229316711 (0.20070555930336317) | > loss_disc_real_3: 0.1769912987947464 (0.21981211875875792) | > loss_disc_real_4: 0.16462507843971252 (0.21884295096000037) | > loss_disc_real_5: 0.1500791609287262 (0.23041259000698724) | > loss_0: 2.292591094970703 (2.3298775156339007) | > loss_gen: 2.334656238555908 (2.3857516249020896) | > loss_kl: 2.9488000869750977 (3.350376228491465) | > loss_feat: 7.0602216720581055 (7.067638556162517) | > loss_mel: 17.51340103149414 (18.02754537264506) | > loss_duration: 2.31876277923584 (2.391397496064504) | > loss_1: 32.17584228515625 (33.222709337870285)  --> STEP: 13 | > loss_disc: 2.8752713203430176 (2.3718308852269097) | > loss_disc_real_0: 0.2575909495353699 (0.1304956330702855) | > loss_disc_real_1: 0.252601683139801 (0.17804656464319962) | > loss_disc_real_2: 0.20940278470516205 (0.20137457664196307) | > loss_disc_real_3: 0.2070056051015854 (0.21882700232359079) | > loss_disc_real_4: 0.23426467180252075 (0.22002923717865577) | > loss_disc_real_5: 0.2624087631702423 (0.23287383409646842) | > loss_0: 2.8752713203430176 (2.3718308852269097) | > loss_gen: 1.9309210777282715 (2.350764659734873) | > loss_kl: 3.095609664916992 (3.330778800524198) | > loss_feat: 5.763397693634033 (6.967312335968018) | > loss_mel: 16.977760314941406 (17.946792675898624) | > loss_duration: 2.303164005279541 (2.3846103044656606) | > loss_1: 30.070852279663086 (32.98025879493127)  --> STEP: 14 | > loss_disc: 2.3001813888549805 (2.3667130640574863) | > loss_disc_real_0: 0.19444148242473602 (0.13506319373846054) | > loss_disc_real_1: 0.22543855011463165 (0.18143170646258763) | > loss_disc_real_2: 0.23598672449588776 (0.2038468729172434) | > loss_disc_real_3: 0.2519691288471222 (0.2211942970752716) | > loss_disc_real_4: 0.24685870110988617 (0.22194562745945795) | > loss_disc_real_5: 0.256391316652298 (0.23455365427902766) | > loss_0: 2.3001813888549805 (2.3667130640574863) | > loss_gen: 2.7412469387054443 (2.3786562510899136) | > loss_kl: 4.465732097625732 (3.4118468931743076) | > loss_feat: 7.3366379737854 (6.993692738669259) | > loss_mel: 17.471107482910156 (17.912815162113734) | > loss_duration: 2.4780640602111816 (2.391285572733198) | > loss_1: 34.49279022216797 (33.0882967540196)  --> STEP: 15 | > loss_disc: 2.566495895385742 (2.38003191947937) | > loss_disc_real_0: 0.17305339872837067 (0.13759587407112123) | > loss_disc_real_1: 0.2475089728832245 (0.18583685755729676) | > loss_disc_real_2: 0.22397184371948242 (0.20518853763739267) | > loss_disc_real_3: 0.21486976742744446 (0.22077266176541646) | > loss_disc_real_4: 0.24085673689842224 (0.22320636808872224) | > loss_disc_real_5: 0.27671298384666443 (0.23736427625020345) | > loss_0: 2.566495895385742 (2.38003191947937) | > loss_gen: 2.3962254524230957 (2.379827531178792) | > loss_kl: 3.900074005126953 (3.4443953673044843) | > loss_feat: 9.036935806274414 (7.12990894317627) | > loss_mel: 17.140941619873047 (17.861356925964355) | > loss_duration: 2.4409642219543457 (2.3945974826812746) | > loss_1: 34.91514205932617 (33.21008644104004)  --> STEP: 16 | > loss_disc: 2.6849145889282227 (2.3990870863199234) | > loss_disc_real_0: 0.17992328107357025 (0.14024133700877428) | > loss_disc_real_1: 0.21863605082035065 (0.18788680713623762) | > loss_disc_real_2: 0.19468021392822266 (0.20453176740556955) | > loss_disc_real_3: 0.24700401723384857 (0.22241212148219347) | > loss_disc_real_4: 0.21357230842113495 (0.22260423935949802) | > loss_disc_real_5: 0.21988821029663086 (0.23627202212810516) | > loss_0: 2.6849145889282227 (2.3990870863199234) | > loss_gen: 1.9508941173553467 (2.353019192814827) | > loss_kl: 2.5365962982177734 (3.3876579254865646) | > loss_feat: 5.755365371704102 (7.043999969959259) | > loss_mel: 14.2850980758667 (17.637840747833252) | > loss_duration: 2.4110326766967773 (2.3956246823072433) | > loss_1: 26.938987731933594 (32.818142771720886)  --> STEP: 17 | > loss_disc: 2.50435209274292 (2.405279145521276) | > loss_disc_real_0: 0.0897580236196518 (0.1372717303388259) | > loss_disc_real_1: 0.14469914138317108 (0.18534635620958664) | > loss_disc_real_2: 0.17136013507843018 (0.20258049491573782) | > loss_disc_real_3: 0.21592392027378082 (0.22203046258758097) | > loss_disc_real_4: 0.2414899319410324 (0.22371516245252945) | > loss_disc_real_5: 0.2881200909614563 (0.239321908530067) | > loss_0: 2.50435209274292 (2.405279145521276) | > loss_gen: 1.9573785066604614 (2.3297462112763347) | > loss_kl: 2.712968587875366 (3.347970317391788) | > loss_feat: 5.5381760597229 (6.955422092886532) | > loss_mel: 18.431913375854492 (17.684550902422735) | > loss_duration: 2.3909008502960205 (2.395346809835995) | > loss_1: 31.03133773803711 (32.713036593268896)  --> STEP: 18 | > loss_disc: 2.485954761505127 (2.4097611241870456) | > loss_disc_real_0: 0.1205371841788292 (0.1363420333299372) | > loss_disc_real_1: 0.17314329743385315 (0.1846684084998237) | > loss_disc_real_2: 0.2773270905017853 (0.20673308355940712) | > loss_disc_real_3: 0.2019837647676468 (0.2209167571531402) | > loss_disc_real_4: 0.26700472831726074 (0.22612013833390343) | > loss_disc_real_5: 0.28656303882598877 (0.24194641576872933) | > loss_0: 2.485954761505127 (2.4097611241870456) | > loss_gen: 2.3020801544189453 (2.328209208117591) | > loss_kl: 2.444523811340332 (3.297778844833374) | > loss_feat: 7.726133823394775 (6.998239411248101) | > loss_mel: 17.209177017211914 (17.658141242133247) | > loss_duration: 2.2467474937438965 (2.387091292275323) | > loss_1: 31.92866325378418 (32.66946029663086)  --> STEP: 19 | > loss_disc: 2.660348415374756 (2.422949928986399) | > loss_disc_real_0: 0.203460693359375 (0.13987459438411812) | > loss_disc_real_1: 0.22852273285388947 (0.1869765308342482) | > loss_disc_real_2: 0.2813897430896759 (0.21066238142942129) | > loss_disc_real_3: 0.19877396523952484 (0.21975134705242358) | > loss_disc_real_4: 0.2611567974090576 (0.22796417302206942) | > loss_disc_real_5: 0.2053486555814743 (0.24002021786413694) | > loss_0: 2.660348415374756 (2.422949928986399) | > loss_gen: 2.1323695182800293 (2.3179018560208773) | > loss_kl: 1.9215285778045654 (3.2253446202529106) | > loss_feat: 7.014760971069336 (6.9991089670281665) | > loss_mel: 16.00149917602539 (17.57094955444336) | > loss_duration: 2.417813777923584 (2.3887082652041784) | > loss_1: 29.487974166870117 (32.5020136582224)  --> STEP: 20 | > loss_disc: 2.2957849502563477 (2.4165916800498963) | > loss_disc_real_0: 0.08949120342731476 (0.13735542483627794) | > loss_disc_real_1: 0.1750578135251999 (0.18638059496879578) | > loss_disc_real_2: 0.2018987536430359 (0.210224200040102) | > loss_disc_real_3: 0.16631390154361725 (0.21707947477698325) | > loss_disc_real_4: 0.22440513968467712 (0.22778622135519982) | > loss_disc_real_5: 0.27028560638427734 (0.24153348729014396) | > loss_0: 2.2957849502563477 (2.4165916800498963) | > loss_gen: 2.282416820526123 (2.3161276042461396) | > loss_kl: 2.0575811862945557 (3.1669564485549926) | > loss_feat: 8.565701484680176 (7.077438592910767) | > loss_mel: 19.01991844177246 (17.643397998809814) | > loss_duration: 2.3214688301086426 (2.3853462934494014) | > loss_1: 34.24708557128906 (32.58926725387574)  --> STEP: 21 | > loss_disc: 2.2555441856384277 (2.4089227517445884) | > loss_disc_real_0: 0.14688166975975037 (0.1378090555469195) | > loss_disc_real_1: 0.13306483626365662 (0.1838417493161701) | > loss_disc_real_2: 0.2344289869070053 (0.21137680893852598) | > loss_disc_real_3: 0.19806809723377228 (0.21617417108444942) | > loss_disc_real_4: 0.1939607560634613 (0.22617548491273606) | > loss_disc_real_5: 0.22347040474414825 (0.2406733405022394) | > loss_0: 2.2555441856384277 (2.4089227517445884) | > loss_gen: 2.420621633529663 (2.321103510402498) | > loss_kl: 2.9631547927856445 (3.1572516078040715) | > loss_feat: 6.34072732925415 (7.042357104165213) | > loss_mel: 16.731578826904297 (17.599978038242885) | > loss_duration: 2.178982734680176 (2.375519457317534) | > loss_1: 30.635066986083984 (32.49621009826661)  --> STEP: 22 | > loss_disc: 2.1790452003479004 (2.398473772135648) | > loss_disc_real_0: 0.07028567045927048 (0.1347398107702082) | > loss_disc_real_1: 0.1696075052022934 (0.1831947382200848) | > loss_disc_real_2: 0.22151194512844086 (0.21183749694715848) | > loss_disc_real_3: 0.22771567106246948 (0.21669878471981396) | > loss_disc_real_4: 0.19490396976470947 (0.2247540524060076) | > loss_disc_real_5: 0.2274627983570099 (0.24007286131381989) | > loss_0: 2.1790452003479004 (2.398473772135648) | > loss_gen: 2.4011449813842773 (2.3247417590834876) | > loss_kl: 1.9519786834716797 (3.1024664748798716) | > loss_feat: 8.077881813049316 (7.089426409114491) | > loss_mel: 18.699201583862305 (17.64994274486195) | > loss_duration: 2.209293842315674 (2.367963747544722) | > loss_1: 33.339500427246094 (32.53454147685658)  --> STEP: 23 | > loss_disc: 2.272860288619995 (2.3930123163306196) | > loss_disc_real_0: 0.11817203462123871 (0.13401947267677472) | > loss_disc_real_1: 0.14592182636260986 (0.1815741768349772) | > loss_disc_real_2: 0.19849945604801178 (0.21125758212545645) | > loss_disc_real_3: 0.2031603902578354 (0.21611015887364096) | > loss_disc_real_4: 0.24053314328193665 (0.2254400998353958) | > loss_disc_real_5: 0.2682327628135681 (0.2412972048572872) | > loss_0: 2.272860288619995 (2.3930123163306196) | > loss_gen: 2.3920624256134033 (2.327668744584788) | > loss_kl: 2.7858238220214844 (3.0886994030164634) | > loss_feat: 6.777385711669922 (7.075859422269075) | > loss_mel: 17.175207138061523 (17.62930206630541) | > loss_duration: 2.3088266849517822 (2.3653925709102466) | > loss_1: 31.439306259155273 (32.48692255434783)  --> STEP: 24 | > loss_disc: 2.4046974182128906 (2.393499195575714) | > loss_disc_real_0: 0.14326466619968414 (0.13440468907356262) | > loss_disc_real_1: 0.137348935008049 (0.17973145842552185) | > loss_disc_real_2: 0.1737809032201767 (0.20969605383773646) | > loss_disc_real_3: 0.2436979115009308 (0.21725964856644472) | > loss_disc_real_4: 0.2543560564517975 (0.22664493136107922) | > loss_disc_real_5: 0.3037774860858917 (0.24390054990847906) | > loss_0: 2.4046974182128906 (2.393499195575714) | > loss_gen: 2.381578207015991 (2.329914972186088) | > loss_kl: 2.1912946701049805 (3.0513075391451516) | > loss_feat: 5.655465126037598 (7.016676326592763) | > loss_mel: 18.65073013305664 (17.671861569086712) | > loss_duration: 2.432077407836914 (2.368171105782191) | > loss_1: 31.311145782470703 (32.437931855519615)  --> STEP: 25 | > loss_disc: 2.468012809753418 (2.3964797401428224) | > loss_disc_real_0: 0.11664620041847229 (0.133694349527359) | > loss_disc_real_1: 0.23369507491588593 (0.18189000308513642) | > loss_disc_real_2: 0.27072155475616455 (0.21213707387447356) | > loss_disc_real_3: 0.22127211093902588 (0.21742014706134796) | > loss_disc_real_4: 0.25231510400772095 (0.2276717382669449) | > loss_disc_real_5: 0.2649805545806885 (0.24474375009536742) | > loss_0: 2.468012809753418 (2.3964797401428224) | > loss_gen: 2.4470040798187256 (2.3345985364913933) | > loss_kl: 2.4811198711395264 (3.028500032424927) | > loss_feat: 6.098752021789551 (6.979959354400635) | > loss_mel: 15.819189071655273 (17.597754669189452) | > loss_duration: 2.3690431118011475 (2.368205986022949) | > loss_1: 29.21510887145996 (32.30901893615723)  --> STEP: 26 | > loss_disc: 2.761089324951172 (2.410503185712374) | > loss_disc_real_0: 0.043698616325855255 (0.13023297517345503) | > loss_disc_real_1: 0.16847871243953705 (0.18137418421415183) | > loss_disc_real_2: 0.2730283737182617 (0.2144790469453885) | > loss_disc_real_3: 0.25820767879486084 (0.21898889828186768) | > loss_disc_real_4: 0.2920677661895752 (0.23014850857166144) | > loss_disc_real_5: 0.26436734199523926 (0.24549850362997788) | > loss_0: 2.761089324951172 (2.410503185712374) | > loss_gen: 1.8703447580337524 (2.31674262193533) | > loss_kl: 2.675079584121704 (3.014906938259418) | > loss_feat: 4.086788177490234 (6.868683539904081) | > loss_mel: 15.507112503051758 (17.517345355107235) | > loss_duration: 2.3203110694885254 (2.3663638738485484) | > loss_1: 26.45963478088379 (32.084042622492866) --> EVAL PERFORMANCE | > avg_loader_time: 0.002587428459754357 (+9.46246660672701e-05) | > avg_loss_disc: 2.410503185712374 (-0.0009576449027424161) | > avg_loss_disc_real_0: 0.13023297517345503 (-0.05878422122735241) | > avg_loss_disc_real_1: 0.18137418421415183 (-0.03562257324273768) | > avg_loss_disc_real_2: 0.2144790469453885 (+0.002205857004110634) | > avg_loss_disc_real_3: 0.21898889828186768 (-0.033479538674537956) | > avg_loss_disc_real_4: 0.23014850857166144 (-0.012946548370214611) | > avg_loss_disc_real_5: 0.24549850362997788 (+0.00685920222447467) | > avg_loss_0: 2.410503185712374 (-0.0009576449027424161) | > avg_loss_gen: 2.31674262193533 (-0.19163337120643176) | > avg_loss_kl: 3.014906938259418 (-0.1420317246363716) | > avg_loss_feat: 6.868683539904081 (+0.20299773949843214) | > avg_loss_mel: 17.517345355107235 (+0.25746470231275964) | > avg_loss_duration: 2.3663638738485484 (+0.02438873511094286) | > avg_loss_1: 32.084042622492866 (+0.15118650289682378)  > EPOCH: 857/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:12:01)   --> TIME: 2024-06-12 05:12:07 -- STEP: 14/330 -- GLOBAL_STEP: 370825 | > loss_disc: 2.2387824058532715 (2.306520802634103) | > loss_disc_real_0: 0.10171260684728622 (0.10416052916220256) | > loss_disc_real_1: 0.19293510913848877 (0.19355945076261247) | > loss_disc_real_2: 0.192539781332016 (0.20523398688861302) | > loss_disc_real_3: 0.2221699059009552 (0.227988030229296) | > loss_disc_real_4: 0.208810955286026 (0.2337072757737977) | > loss_disc_real_5: 0.19645091891288757 (0.22280690925461905) | > loss_0: 2.2387824058532715 (2.306520802634103) | > grad_norm_0: tensor(10.1423, device='cuda:0') (tensor(7.8437, device='cuda:0')) | > loss_gen: 2.6080400943756104 (2.5345612934657504) | > loss_kl: 1.8441239595413208 (1.8402706044060844) | > loss_feat: 7.379811763763428 (6.867947067533221) | > loss_mel: 16.918338775634766 (17.52543898991176) | > loss_duration: 1.9682035446166992 (2.047010234424046) | > loss_1: 30.718517303466797 (30.8152277810233) | > grad_norm_1: tensor(177.7239, device='cuda:0') (tensor(96.0910, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3478 (0.3736382722854614) | > loader_time: 0.004 (0.003344024930681501)  --> TIME: 2024-06-12 05:12:17 -- STEP: 39/330 -- GLOBAL_STEP: 370850 | > loss_disc: 2.30195951461792 (2.322479712657439) | > loss_disc_real_0: 0.10535554587841034 (0.10259696707511559) | > loss_disc_real_1: 0.18077722191810608 (0.19101307636652234) | > loss_disc_real_2: 0.20530176162719727 (0.20722584235362518) | > loss_disc_real_3: 0.23015788197517395 (0.2306335931405043) | > loss_disc_real_4: 0.22329527139663696 (0.23222061418570006) | > loss_disc_real_5: 0.23299485445022583 (0.2221371088272486) | > loss_0: 2.30195951461792 (2.322479712657439) | > grad_norm_0: tensor(13.2590, device='cuda:0') (tensor(8.9464, device='cuda:0')) | > loss_gen: 2.58431077003479 (2.5332778722811975) | > loss_kl: 1.972925066947937 (1.8992720475563636) | > loss_feat: 7.279778003692627 (7.025501532432361) | > loss_mel: 16.417877197265625 (17.295534305083446) | > loss_duration: 1.9801138639450073 (1.995243372061314) | > loss_1: 30.235004425048828 (30.748828887939453) | > grad_norm_1: tensor(106.5479, device='cuda:0') (tensor(97.1608, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3595 (0.36697099759028506) | > loader_time: 0.0036 (0.003411072951096755)  --> TIME: 2024-06-12 05:12:26 -- STEP: 64/330 -- GLOBAL_STEP: 370875 | > loss_disc: 2.33785343170166 (2.344770669937134) | > loss_disc_real_0: 0.09371865540742874 (0.10505217197351158) | > loss_disc_real_1: 0.2087525874376297 (0.19364027841947973) | > loss_disc_real_2: 0.2416747659444809 (0.20845989091321826) | > loss_disc_real_3: 0.2122926265001297 (0.2318821013905108) | > loss_disc_real_4: 0.22299057245254517 (0.23537647002376616) | > loss_disc_real_5: 0.19944152235984802 (0.22573460335843265) | > loss_0: 2.33785343170166 (2.344770669937134) | > grad_norm_0: tensor(8.0691, device='cuda:0') (tensor(9.0929, device='cuda:0')) | > loss_gen: 2.347421646118164 (2.5002263970673084) | > loss_kl: 1.774890661239624 (1.9246310908347368) | > loss_feat: 7.220602989196777 (6.932593360543251) | > loss_mel: 17.450681686401367 (17.22609500586987) | > loss_duration: 1.9885121583938599 (1.9820596817880871) | > loss_1: 30.782108306884766 (30.56560519337654) | > grad_norm_1: tensor(101.7486, device='cuda:0') (tensor(98.6344, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.382 (0.3692764565348625) | > loader_time: 0.0041 (0.0035619251430034637)  --> TIME: 2024-06-12 05:12:36 -- STEP: 89/330 -- GLOBAL_STEP: 370900 | > loss_disc: 2.447650909423828 (2.3447744685612366) | > loss_disc_real_0: 0.11191698908805847 (0.10674883215949776) | > loss_disc_real_1: 0.19031013548374176 (0.193642394093985) | > loss_disc_real_2: 0.20615071058273315 (0.20886900987517967) | > loss_disc_real_3: 0.24818642437458038 (0.230348613992166) | > loss_disc_real_4: 0.2503179609775543 (0.23393346720866942) | > loss_disc_real_5: 0.271230548620224 (0.22448915678463624) | > loss_0: 2.447650909423828 (2.3447744685612366) | > grad_norm_0: tensor(10.4274, device='cuda:0') (tensor(8.7694, device='cuda:0')) | > loss_gen: 2.3496956825256348 (2.494837045669556) | > loss_kl: 2.084238052368164 (1.9501644614037503) | > loss_feat: 6.336894512176514 (6.9483644239018485) | > loss_mel: 17.079795837402344 (17.199035590954047) | > loss_duration: 1.987320899963379 (1.9781280635447984) | > loss_1: 29.83794403076172 (30.570529294817636) | > grad_norm_1: tensor(50.6689, device='cuda:0') (tensor(90.8813, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3789 (0.374268108539367) | > loader_time: 0.0038 (0.003694234269388606)  --> TIME: 2024-06-12 05:12:46 -- STEP: 114/330 -- GLOBAL_STEP: 370925 | > loss_disc: 2.333543062210083 (2.3441872784965923) | > loss_disc_real_0: 0.12173379957675934 (0.1080453067102976) | > loss_disc_real_1: 0.2258828580379486 (0.19309134245441675) | > loss_disc_real_2: 0.25062787532806396 (0.20916922664956042) | > loss_disc_real_3: 0.23154477775096893 (0.22914001005783416) | > loss_disc_real_4: 0.2033643126487732 (0.23230650289016858) | > loss_disc_real_5: 0.20667006075382233 (0.22353174472064302) | > loss_0: 2.333543062210083 (2.3441872784965923) | > grad_norm_0: tensor(9.6215, device='cuda:0') (tensor(8.6387, device='cuda:0')) | > loss_gen: 2.578118085861206 (2.4889029891867382) | > loss_kl: 1.9451667070388794 (1.9598199045448972) | > loss_feat: 6.946910858154297 (6.93383514671995) | > loss_mel: 17.354949951171875 (17.174297943449858) | > loss_duration: 2.013383150100708 (1.980604884917276) | > loss_1: 30.838529586791992 (30.537460661771004) | > grad_norm_1: tensor(109.3098, device='cuda:0') (tensor(88.5303, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3741 (0.3748280290971723) | > loader_time: 0.0045 (0.0037798923358582613)  --> TIME: 2024-06-12 05:12:55 -- STEP: 139/330 -- GLOBAL_STEP: 370950 | > loss_disc: 2.4117820262908936 (2.3531958302147964) | > loss_disc_real_0: 0.10619326680898666 (0.11021803678582898) | > loss_disc_real_1: 0.18461306393146515 (0.1940069675659962) | > loss_disc_real_2: 0.2260173261165619 (0.21056553292617525) | > loss_disc_real_3: 0.21809639036655426 (0.22981002465855305) | > loss_disc_real_4: 0.24096183478832245 (0.2331837805912649) | > loss_disc_real_5: 0.21300026774406433 (0.22385279008810466) | > loss_0: 2.4117820262908936 (2.3531958302147964) | > grad_norm_0: tensor(10.1300, device='cuda:0') (tensor(8.9811, device='cuda:0')) | > loss_gen: 2.305002212524414 (2.4872454876522365) | > loss_kl: 2.008589267730713 (1.971993392319988) | > loss_feat: 6.516202926635742 (6.940399444360526) | > loss_mel: 16.469388961791992 (17.20910599934969) | > loss_duration: 2.0544111728668213 (1.986806731429889) | > loss_1: 29.353593826293945 (30.595550880157692) | > grad_norm_1: tensor(158.8543, device='cuda:0') (tensor(91.6625, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.374 (0.3752752276633283) | > loader_time: 0.004 (0.003843755173168594)  --> TIME: 2024-06-12 05:13:05 -- STEP: 164/330 -- GLOBAL_STEP: 370975 | > loss_disc: 2.38077449798584 (2.3540089813674374) | > loss_disc_real_0: 0.11037643998861313 (0.11140704641073215) | > loss_disc_real_1: 0.18539516627788544 (0.1942439449996483) | > loss_disc_real_2: 0.1917870193719864 (0.21017541382007487) | > loss_disc_real_3: 0.22596599161624908 (0.23032219244576083) | > loss_disc_real_4: 0.24340209364891052 (0.2328080498590702) | > loss_disc_real_5: 0.2676791250705719 (0.22360750305943372) | > loss_0: 2.38077449798584 (2.3540089813674374) | > grad_norm_0: tensor(17.2887, device='cuda:0') (tensor(10.3380, device='cuda:0')) | > loss_gen: 2.5082597732543945 (2.4873400345081236) | > loss_kl: 2.1616828441619873 (1.9859015360111143) | > loss_feat: 6.818203926086426 (6.936804698734749) | > loss_mel: 16.97393798828125 (17.194586172336486) | > loss_duration: 2.067938804626465 (1.9915221064555935) | > loss_1: 30.530025482177734 (30.596154433924976) | > grad_norm_1: tensor(88.4919, device='cuda:0') (tensor(114.4315, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3901 (0.37690897394971146) | > loader_time: 0.0047 (0.003946240355328816)  --> TIME: 2024-06-12 05:13:15 -- STEP: 189/330 -- GLOBAL_STEP: 371000 | > loss_disc: 2.3216488361358643 (2.3585322105064606) | > loss_disc_real_0: 0.13932658731937408 (0.1128007527539339) | > loss_disc_real_1: 0.20973657071590424 (0.19486105473583967) | > loss_disc_real_2: 0.20847289264202118 (0.2111486936845477) | > loss_disc_real_3: 0.23914533853530884 (0.23022737263371704) | > loss_disc_real_4: 0.21323609352111816 (0.23287163548683995) | > loss_disc_real_5: 0.1704547107219696 (0.22303663809148092) | > loss_0: 2.3216488361358643 (2.3585322105064606) | > grad_norm_0: tensor(22.9812, device='cuda:0') (tensor(11.9823, device='cuda:0')) | > loss_gen: 2.7539596557617188 (2.489971049878962) | > loss_kl: 2.1788687705993652 (1.9950799696029178) | > loss_feat: 6.877482891082764 (6.928882056443149) | > loss_mel: 17.14556312561035 (17.185894052818334) | > loss_duration: 2.095397472381592 (2.0002091530138855) | > loss_1: 31.051273345947266 (30.600036156871333) | > grad_norm_1: tensor(608.1611, device='cuda:0') (tensor(145.9516, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3992 (0.37942629894882285) | > loader_time: 0.0049 (0.004065265100469037) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_371000.pth  --> TIME: 2024-06-12 05:13:30 -- STEP: 214/330 -- GLOBAL_STEP: 371025 | > loss_disc: 2.256403923034668 (2.358969866672411) | > loss_disc_real_0: 0.05661596357822418 (0.11401613101920235) | > loss_disc_real_1: 0.1644865721464157 (0.19500005885819408) | > loss_disc_real_2: 0.22508010268211365 (0.21156721381104998) | > loss_disc_real_3: 0.21705159544944763 (0.23069373720160155) | > loss_disc_real_4: 0.21516910195350647 (0.2320236974508963) | > loss_disc_real_5: 0.24372223019599915 (0.22241311562117014) | > loss_0: 2.256403923034668 (2.358969866672411) | > grad_norm_0: tensor(29.8293, device='cuda:0') (tensor(14.6237, device='cuda:0')) | > loss_gen: 2.599046230316162 (2.4997965208837916) | > loss_kl: 1.9743850231170654 (1.999085154488822) | > loss_feat: 6.948553085327148 (6.948264975414098) | > loss_mel: 17.078195571899414 (17.164386722529052) | > loss_duration: 2.11320161819458 (2.0086246779031836) | > loss_1: 30.713380813598633 (30.620157945935972) | > grad_norm_1: tensor(317.5196, device='cuda:0') (tensor(176.1368, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.3951 (0.38295246618930423) | > loader_time: 0.0053 (0.0041950606854162485)  --> TIME: 2024-06-12 05:13:41 -- STEP: 239/330 -- GLOBAL_STEP: 371050 | > loss_disc: 2.430774450302124 (2.3559004193070563) | > loss_disc_real_0: 0.0836079865694046 (0.11466501781007735) | > loss_disc_real_1: 0.2127995789051056 (0.19532771059409346) | > loss_disc_real_2: 0.22105219960212708 (0.21108264909379157) | > loss_disc_real_3: 0.24779079854488373 (0.23017788450837634) | > loss_disc_real_4: 0.2418796569108963 (0.23179177796491518) | > loss_disc_real_5: 0.20748890936374664 (0.22132501804180224) | > loss_0: 2.430774450302124 (2.3559004193070563) | > grad_norm_0: tensor(14.4719, device='cuda:0') (tensor(16.8335, device='cuda:0')) | > loss_gen: 2.5291061401367188 (2.5075753932218667) | > loss_kl: 1.9390411376953125 (2.0058389253696127) | > loss_feat: 7.042031288146973 (6.960435627893424) | > loss_mel: 16.97514533996582 (17.124187936343912) | > loss_duration: 2.0685129165649414 (2.0177114842825836) | > loss_1: 30.553836822509766 (30.615749255383864) | > grad_norm_1: tensor(325.0391, device='cuda:0') (tensor(206.6239, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.4314 (0.38615953473366454) | > loader_time: 0.0054 (0.004314054505096818)  --> TIME: 2024-06-12 05:13:52 -- STEP: 264/330 -- GLOBAL_STEP: 371075 | > loss_disc: 2.363645076751709 (2.360912335641458) | > loss_disc_real_0: 0.10921045392751694 (0.1161856074732813) | > loss_disc_real_1: 0.18290001153945923 (0.19582703636225426) | > loss_disc_real_2: 0.20850259065628052 (0.2117053233651501) | > loss_disc_real_3: 0.2395644634962082 (0.23032365157974488) | > loss_disc_real_4: 0.2393592745065689 (0.2322641924362291) | > loss_disc_real_5: 0.23643070459365845 (0.22229474325749007) | > loss_0: 2.363645076751709 (2.360912335641458) | > grad_norm_0: tensor(26.9408, device='cuda:0') (tensor(16.9643, device='cuda:0')) | > loss_gen: 2.304365873336792 (2.4998761261954443) | > loss_kl: 2.0092411041259766 (2.0102617925766735) | > loss_feat: 6.722423553466797 (6.950153125054909) | > loss_mel: 16.62923240661621 (17.07113465395841) | > loss_duration: 2.1488027572631836 (2.026155099272727) | > loss_1: 29.814064025878906 (30.55758068778298) | > grad_norm_1: tensor(227.5523, device='cuda:0') (tensor(212.8315, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.4392 (0.38995711008707684) | > loader_time: 0.0066 (0.004464020331700642)  --> TIME: 2024-06-12 05:14:03 -- STEP: 289/330 -- GLOBAL_STEP: 371100 | > loss_disc: 2.424633026123047 (2.3658293027778816) | > loss_disc_real_0: 0.17714370787143707 (0.11729130922304305) | > loss_disc_real_1: 0.19203254580497742 (0.19651502695669346) | > loss_disc_real_2: 0.2396325170993805 (0.21223218130611635) | > loss_disc_real_3: 0.24154657125473022 (0.2302769562777351) | > loss_disc_real_4: 0.2108050137758255 (0.23242511850327358) | > loss_disc_real_5: 0.19633547961711884 (0.2222246751447038) | > loss_0: 2.424633026123047 (2.3658293027778816) | > grad_norm_0: tensor(45.1628, device='cuda:0') (tensor(17.6348, device='cuda:0')) | > loss_gen: 2.407285690307617 (2.4940842608679525) | > loss_kl: 2.1047353744506836 (2.0173029000371385) | > loss_feat: 6.889977931976318 (6.9451424968283915) | > loss_mel: 16.12261962890625 (17.01021817481229) | > loss_duration: 2.1923861503601074 (2.0363034735913903) | > loss_1: 29.717004776000977 (30.50305121002725) | > grad_norm_1: tensor(502.3857, device='cuda:0') (tensor(223.3506, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.4647 (0.39512930279372066) | > loader_time: 0.0063 (0.00460836136629837)  --> TIME: 2024-06-12 05:14:16 -- STEP: 314/330 -- GLOBAL_STEP: 371125 | > loss_disc: 2.308537483215332 (2.3709401879340986) | > loss_disc_real_0: 0.11345517635345459 (0.118495737552453) | > loss_disc_real_1: 0.20783954858779907 (0.19779375038898664) | > loss_disc_real_2: 0.18772868812084198 (0.21260123804306533) | > loss_disc_real_3: 0.2275737076997757 (0.23045867743196002) | > loss_disc_real_4: 0.22650858759880066 (0.2325054313631574) | > loss_disc_real_5: 0.20457246899604797 (0.22268421278827513) | > loss_0: 2.308537483215332 (2.3709401879340986) | > grad_norm_0: tensor(18.2320, device='cuda:0') (tensor(18.3316, device='cuda:0')) | > loss_gen: 2.2553887367248535 (2.488980696459483) | > loss_kl: 2.0611839294433594 (2.0227338493249984) | > loss_feat: 7.1512861251831055 (6.95341983722274) | > loss_mel: 16.608993530273438 (16.954983252628587) | > loss_duration: 2.2585225105285645 (2.0495647590631116) | > loss_1: 30.33537483215332 (30.469682329019925) | > grad_norm_1: tensor(146.5552, device='cuda:0') (tensor(237.4832, device='cuda:0')) | > current_lr_0: 0.00017968146973223827 | > current_lr_1: 0.00017968146973223827 | > step_time: 0.5258 (0.40281953325696823) | > loader_time: 0.008 (0.004796658351922489)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5306642055511475 (2.5306642055511475) | > loss_disc_real_0: 0.2317272424697876 (0.2317272424697876) | > loss_disc_real_1: 0.1437245011329651 (0.1437245011329651) | > loss_disc_real_2: 0.22485199570655823 (0.22485199570655823) | > loss_disc_real_3: 0.2791801691055298 (0.2791801691055298) | > loss_disc_real_4: 0.24010153114795685 (0.24010153114795685) | > loss_disc_real_5: 0.20865583419799805 (0.20865583419799805) | > loss_0: 2.5306642055511475 (2.5306642055511475) | > loss_gen: 2.206308126449585 (2.206308126449585) | > loss_kl: 2.7030365467071533 (2.7030365467071533) | > loss_feat: 5.964887619018555 (5.964887619018555) | > loss_mel: 16.516334533691406 (16.516334533691406) | > loss_duration: 3.250180721282959 (3.250180721282959) | > loss_1: 30.6407470703125 (30.6407470703125)  --> STEP: 1 | > loss_disc: 2.403109550476074 (2.403109550476074) | > loss_disc_real_0: 0.12942849099636078 (0.12942849099636078) | > loss_disc_real_1: 0.19326958060264587 (0.19326958060264587) | > loss_disc_real_2: 0.17405147850513458 (0.17405147850513458) | > loss_disc_real_3: 0.21714943647384644 (0.21714943647384644) | > loss_disc_real_4: 0.23323053121566772 (0.23323053121566772) | > loss_disc_real_5: 0.1642564833164215 (0.1642564833164215) | > loss_0: 2.403109550476074 (2.403109550476074) | > loss_gen: 2.081939697265625 (2.081939697265625) | > loss_kl: 3.1173758506774902 (3.1173758506774902) | > loss_feat: 7.170881271362305 (7.170881271362305) | > loss_mel: 16.746627807617188 (16.746627807617188) | > loss_duration: 2.4402551651000977 (2.4402551651000977) | > loss_1: 31.557079315185547 (31.557079315185547)  --> STEP: 2 | > loss_disc: 2.640876293182373 (2.5219929218292236) | > loss_disc_real_0: 0.12178359925746918 (0.12560604512691498) | > loss_disc_real_1: 0.17300428450107574 (0.1831369325518608) | > loss_disc_real_2: 0.17930389940738678 (0.17667768895626068) | > loss_disc_real_3: 0.23600563406944275 (0.2265775352716446) | > loss_disc_real_4: 0.29169362783432007 (0.2624620795249939) | > loss_disc_real_5: 0.3123372197151184 (0.23829685151576996) | > loss_0: 2.640876293182373 (2.5219929218292236) | > loss_gen: 2.16261625289917 (2.1222779750823975) | > loss_kl: 3.285208225250244 (3.201292037963867) | > loss_feat: 6.980580806732178 (7.075731039047241) | > loss_mel: 19.58432388305664 (18.165475845336914) | > loss_duration: 2.431105136871338 (2.4356801509857178) | > loss_1: 34.4438362121582 (33.000457763671875)  --> STEP: 3 | > loss_disc: 2.185950756072998 (2.4099788665771484) | > loss_disc_real_0: 0.10383076965808868 (0.11834761997063954) | > loss_disc_real_1: 0.2024785876274109 (0.1895841509103775) | > loss_disc_real_2: 0.18085357546806335 (0.17806965112686157) | > loss_disc_real_3: 0.18389654159545898 (0.21235053737958273) | > loss_disc_real_4: 0.1968080997467041 (0.2405774195988973) | > loss_disc_real_5: 0.15164253115653992 (0.20941207806269327) | > loss_0: 2.185950756072998 (2.4099788665771484) | > loss_gen: 2.5248804092407227 (2.256478786468506) | > loss_kl: 3.2737388610839844 (3.2254409790039062) | > loss_feat: 7.891780853271484 (7.347747643788655) | > loss_mel: 15.810391426086426 (17.38044770558675) | > loss_duration: 2.3747880458831787 (2.4153827826182046) | > loss_1: 31.875577926635742 (32.625497817993164)  --> STEP: 4 | > loss_disc: 2.376617670059204 (2.4016385674476624) | > loss_disc_real_0: 0.11275142431259155 (0.11694857105612755) | > loss_disc_real_1: 0.19285815954208374 (0.19040265306830406) | > loss_disc_real_2: 0.21727843582630157 (0.18787184730172157) | > loss_disc_real_3: 0.23163631558418274 (0.21717198193073273) | > loss_disc_real_4: 0.2365475445985794 (0.23956995084881783) | > loss_disc_real_5: 0.20527341961860657 (0.2083774134516716) | > loss_0: 2.376617670059204 (2.4016385674476624) | > loss_gen: 2.2984447479248047 (2.2669702768325806) | > loss_kl: 4.296945095062256 (3.4933170080184937) | > loss_feat: 5.1550750732421875 (6.799579501152039) | > loss_mel: 17.598745346069336 (17.435022115707397) | > loss_duration: 2.4830265045166016 (2.432293713092804) | > loss_1: 31.832237243652344 (32.42718267440796)  --> STEP: 5 | > loss_disc: 2.2809998989105225 (2.377510833740234) | > loss_disc_real_0: 0.05045494809746742 (0.10364984646439553) | > loss_disc_real_1: 0.14081622660160065 (0.18048536777496338) | > loss_disc_real_2: 0.199473038315773 (0.19019208550453187) | > loss_disc_real_3: 0.2905660569667816 (0.2318507969379425) | > loss_disc_real_4: 0.2423943728208542 (0.2401348352432251) | > loss_disc_real_5: 0.16321595013141632 (0.19934512078762054) | > loss_0: 2.2809998989105225 (2.377510833740234) | > loss_gen: 2.2461960315704346 (2.2628154277801515) | > loss_kl: 2.545506238937378 (3.3037548542022703) | > loss_feat: 6.026867866516113 (6.6450371742248535) | > loss_mel: 19.14263916015625 (17.776545524597168) | > loss_duration: 2.436427593231201 (2.4331204891204834) | > loss_1: 32.39763641357422 (32.421273422241214)  --> STEP: 6 | > loss_disc: 2.435089111328125 (2.3871072133382163) | > loss_disc_real_0: 0.1592205911874771 (0.11291163725157578) | > loss_disc_real_1: 0.10201629996299744 (0.1674071898063024) | > loss_disc_real_2: 0.22106997668743134 (0.19533840070168176) | > loss_disc_real_3: 0.17312806844711304 (0.22206367552280426) | > loss_disc_real_4: 0.19441711902618408 (0.23251521587371826) | > loss_disc_real_5: 0.19835270941257477 (0.19917971889177957) | > loss_0: 2.435089111328125 (2.3871072133382163) | > loss_gen: 2.0616555213928223 (2.2292887767155967) | > loss_kl: 3.6066510677337646 (3.3542375564575195) | > loss_feat: 6.14909029006958 (6.562379360198975) | > loss_mel: 17.70635414123535 (17.764846960703533) | > loss_duration: 2.190891742706299 (2.392749031384786) | > loss_1: 31.714641571044922 (32.30350144704183)  --> STEP: 7 | > loss_disc: 2.4829561710357666 (2.4007999215807234) | > loss_disc_real_0: 0.15100108087062836 (0.11835298634001187) | > loss_disc_real_1: 0.21725130081176758 (0.1745277770927974) | > loss_disc_real_2: 0.28133589029312134 (0.20762375635760172) | > loss_disc_real_3: 0.2516247034072876 (0.22628667950630188) | > loss_disc_real_4: 0.24082039296627045 (0.23370166974408285) | > loss_disc_real_5: 0.22080011665821075 (0.2022683471441269) | > loss_0: 2.4829561710357666 (2.4007999215807234) | > loss_gen: 2.394200086593628 (2.252847535269601) | > loss_kl: 4.9757513999938965 (3.5858823912484303) | > loss_feat: 5.3978166580200195 (6.396013259887695) | > loss_mel: 17.176862716674805 (17.68084921155657) | > loss_duration: 2.4705495834350586 (2.403863395963396) | > loss_1: 32.41518020629883 (32.31945555550711)  --> STEP: 8 | > loss_disc: 2.1861538887023926 (2.373969167470932) | > loss_disc_real_0: 0.1808754801750183 (0.12616829806938767) | > loss_disc_real_1: 0.19724315404891968 (0.1773671992123127) | > loss_disc_real_2: 0.16287516057491302 (0.20203018188476562) | > loss_disc_real_3: 0.09405461698770523 (0.2097576716914773) | > loss_disc_real_4: 0.16330473124980927 (0.22490205243229866) | > loss_disc_real_5: 0.15781530737876892 (0.19671171717345715) | > loss_0: 2.1861538887023926 (2.373969167470932) | > loss_gen: 2.163813591003418 (2.241718292236328) | > loss_kl: 3.1953368186950684 (3.5370641946792603) | > loss_feat: 8.226634979248047 (6.624840974807739) | > loss_mel: 19.92681312561035 (17.961594700813293) | > loss_duration: 2.2793984413146973 (2.388305276632309) | > loss_1: 35.79199981689453 (32.75352358818054)  --> STEP: 9 | > loss_disc: 2.503479480743408 (2.388359202278985) | > loss_disc_real_0: 0.14997844398021698 (0.1288138698372576) | > loss_disc_real_1: 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loss_disc_real_4: 0.19012415409088135 (0.2233296275138855) | > loss_disc_real_5: 0.21333520114421844 (0.20525064766407014) | > loss_0: 2.391538619995117 (2.388677144050598) | > loss_gen: 2.324817180633545 (2.246459984779358) | > loss_kl: 2.5989022254943848 (3.346111226081848) | > loss_feat: 7.581191062927246 (6.786988687515259) | > loss_mel: 18.968339920043945 (18.116586780548097) | > loss_duration: 2.4621152877807617 (2.38001663684845) | > loss_1: 33.935367584228516 (32.87616367340088)  --> STEP: 11 | > loss_disc: 2.1687164306640625 (2.368680715560913) | > loss_disc_real_0: 0.10144315659999847 (0.12648235430771654) | > loss_disc_real_1: 0.1416833996772766 (0.17550654709339142) | > loss_disc_real_2: 0.22220976650714874 (0.20844291556965222) | > loss_disc_real_3: 0.23425482213497162 (0.21418664333495227) | > loss_disc_real_4: 0.21224921941757202 (0.2223223176869479) | > loss_disc_real_5: 0.1870795488357544 (0.2035987295887687) | > loss_0: 2.1687164306640625 (2.368680715560913) | > loss_gen: 2.5140602588653564 (2.2707872824235396) | > loss_kl: 3.852384090423584 (3.3921360319310967) | > loss_feat: 8.338223457336426 (6.928010030226274) | > loss_mel: 18.172983169555664 (18.121713725003328) | > loss_duration: 2.5216941833496094 (2.3928964138031006) | > loss_1: 35.39934539794922 (33.105543830178)  --> STEP: 12 | > loss_disc: 2.56380033493042 (2.3849406838417053) | > loss_disc_real_0: 0.09867490828037262 (0.12416506713877122) | > loss_disc_real_1: 0.2261652946472168 (0.17972810938954353) | > loss_disc_real_2: 0.27529141306877136 (0.2140136236945788) | > loss_disc_real_3: 0.23213866353034973 (0.21568264501790205) | > loss_disc_real_4: 0.2450440675020218 (0.22421579683820406) | > loss_disc_real_5: 0.24919071793556213 (0.2073980619510015) | > loss_0: 2.56380033493042 (2.3849406838417053) | > loss_gen: 2.218928098678589 (2.266465683778127) | > loss_kl: 3.545185089111328 (3.4048901200294495) | > loss_feat: 6.043598175048828 (6.85430904229482) | > loss_mel: 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2.5341968536376953 (2.4086926664624895) | > loss_disc_real_0: 0.10761937499046326 (0.12342516998095172) | > loss_disc_real_1: 0.14374950528144836 (0.18100628576108388) | > loss_disc_real_2: 0.27009186148643494 (0.22278622005667006) | > loss_disc_real_3: 0.22129952907562256 (0.2213174184518201) | > loss_disc_real_4: 0.28835639357566833 (0.23162637118782317) | > loss_disc_real_5: 0.3314695656299591 (0.21882934868335724) | > loss_0: 2.5341968536376953 (2.4086926664624895) | > loss_gen: 2.3191678524017334 (2.274861540113177) | > loss_kl: 3.7361834049224854 (3.4508465358189175) | > loss_feat: 7.295085906982422 (6.787028619221279) | > loss_mel: 17.89606285095215 (17.819521154676163) | > loss_duration: 2.4668307304382324 (2.383621164730617) | > loss_1: 33.71332931518555 (32.71587916782924)  --> STEP: 15 | > loss_disc: 2.267976999282837 (2.399311621983846) | > loss_disc_real_0: 0.14560988545417786 (0.12490415101250013) | > loss_disc_real_1: 0.19178837537765503 (0.18172509173552195) | > 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(0.23148683458566666) | > loss_disc_real_5: 0.2400422841310501 (0.2187775932252407) | > loss_0: 2.439098358154297 (2.401798292994499) | > loss_gen: 2.196476459503174 (2.2836696952581406) | > loss_kl: 3.0298941135406494 (3.4485476315021515) | > loss_feat: 7.66378116607666 (6.860491216182709) | > loss_mel: 16.826068878173828 (17.59774649143219) | > loss_duration: 2.3885083198547363 (2.384912386536598) | > loss_1: 32.10472869873047 (32.57536745071411)  --> STEP: 17 | > loss_disc: 2.5746545791625977 (2.4119663098279167) | > loss_disc_real_0: 0.15140892565250397 (0.12542226055965705) | > loss_disc_real_1: 0.16201499104499817 (0.17821708759840796) | > loss_disc_real_2: 0.18653441965579987 (0.21966012698762558) | > loss_disc_real_3: 0.24450190365314484 (0.22214366539436228) | > loss_disc_real_4: 0.24711620807647705 (0.2324062094968908) | > loss_disc_real_5: 0.20013993978500366 (0.21768126066993265) | > loss_0: 2.5746545791625977 (2.4119663098279167) | > loss_gen: 2.0229947566986084 (2.268335875342874) | > loss_kl: 2.8478147983551025 (3.4132104060229134) | > loss_feat: 6.032054901123047 (6.811759668238023) | > loss_mel: 17.51288604736328 (17.59275470060461) | > loss_duration: 2.423323392868042 (2.3871718574972713) | > loss_1: 30.839073181152344 (32.47323249368107)  --> STEP: 18 | > loss_disc: 2.4966375827789307 (2.4166702694363065) | > loss_disc_real_0: 0.07867372035980225 (0.12282511943744288) | > loss_disc_real_1: 0.1592366099357605 (0.17716261661714977) | > loss_disc_real_2: 0.16939951479434967 (0.2168678707546658) | > loss_disc_real_3: 0.245939239859581 (0.2234656417535411) | > loss_disc_real_4: 0.2813253402709961 (0.23512393898434109) | > loss_disc_real_5: 0.25934234261512756 (0.21999576522244346) | > loss_0: 2.4966375827789307 (2.4166702694363065) | > loss_gen: 2.271007776260376 (2.2684843142827353) | > loss_kl: 3.3406972885131836 (3.409181899494595) | > loss_feat: 7.866779804229736 (6.87037189801534) | > loss_mel: 18.50942611694336 (17.643680890401203) | > loss_duration: 2.2565131187438965 (2.3799130386776395) | > loss_1: 34.244422912597656 (32.57163196139865)  --> STEP: 19 | > loss_disc: 2.8343605995178223 (2.4386539710195443) | > loss_disc_real_0: 0.2779548168182373 (0.13098984035222153) | > loss_disc_real_1: 0.1705731898546219 (0.1768158046822799) | > loss_disc_real_2: 0.21049901843070984 (0.2165326680007734) | > loss_disc_real_3: 0.21762055158615112 (0.22315800542894162) | > loss_disc_real_4: 0.2794787585735321 (0.23745840317324587) | > loss_disc_real_5: 0.2991188168525696 (0.22416013636087118) | > loss_0: 2.8343605995178223 (2.4386539710195443) | > loss_gen: 1.955930471420288 (2.252034112026817) | > loss_kl: 2.336393117904663 (3.3527193320424935) | > loss_feat: 6.405051231384277 (6.845881336613705) | > loss_mel: 16.772319793701172 (17.59781978004857) | > loss_duration: 2.367333173751831 (2.3792509405236495) | > loss_1: 29.837026596069336 (32.427705363223424)  --> STEP: 20 | > loss_disc: 2.3939476013183594 (2.436418652534485) | > 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(0.21873648393721806) | > loss_disc_real_3: 0.23532696068286896 (0.22303960827134905) | > loss_disc_real_4: 0.21386311948299408 (0.23356092118081592) | > loss_disc_real_5: 0.22424520552158356 (0.22286497056484222) | > loss_0: 2.207529067993164 (2.4255191485087075) | > loss_gen: 2.6322333812713623 (2.258241233371553) | > loss_kl: 3.235132932662964 (3.319404749643235) | > loss_feat: 6.915951728820801 (6.787103562127976) | > loss_mel: 16.37303352355957 (17.463190986996604) | > loss_duration: 2.1268653869628906 (2.3647601831526983) | > loss_1: 31.28321647644043 (32.19270052228655)  --> STEP: 22 | > loss_disc: 2.3657660484313965 (2.4228030985051934) | > loss_disc_real_0: 0.10118508338928223 (0.13230458189817987) | > loss_disc_real_1: 0.21246129274368286 (0.17780766636133194) | > loss_disc_real_2: 0.2373817265033722 (0.21958399496295236) | > loss_disc_real_3: 0.17783527076244354 (0.22098486565730788) | > loss_disc_real_4: 0.24359945952892303 (0.23401721837845715) | > loss_disc_real_5: 0.2707143723964691 (0.22503994337537073) | > loss_0: 2.3657660484313965 (2.4228030985051934) | > loss_gen: 2.4633870124816895 (2.267566041512923) | > loss_kl: 2.292036533355713 (3.2727061943574385) | > loss_feat: 7.3818678855896 (6.814138304103505) | > loss_mel: 15.035218238830566 (17.352828589352693) | > loss_duration: 2.2034668922424316 (2.3574286699295044) | > loss_1: 29.375974655151367 (32.06466752832586)  --> STEP: 23 | > loss_disc: 2.336911678314209 (2.4190686889316724) | > loss_disc_real_0: 0.16203385591506958 (0.133597159029349) | > loss_disc_real_1: 0.11005989462137222 (0.17486211106829022) | > loss_disc_real_2: 0.30579298734664917 (0.2233322120231131) | > loss_disc_real_3: 0.2870062589645386 (0.22385536101849182) | > loss_disc_real_4: 0.2460513412952423 (0.23454044111396954) | > loss_disc_real_5: 0.24759691953659058 (0.2260206814693368) | > loss_0: 2.336911678314209 (2.4190686889316724) | > loss_gen: 2.605583667755127 (2.2822624600451924) | > loss_kl: 2.8021082878112793 (3.252245415811953) | > loss_feat: 9.116541862487793 (6.914242806641952) | > loss_mel: 17.939416885375977 (17.378332428310227) | > loss_duration: 2.3162713050842285 (2.3556392192840576) | > loss_1: 34.77992248535156 (32.182722091674805)  --> STEP: 24 | > loss_disc: 2.5724363327026367 (2.425459007422129) | > loss_disc_real_0: 0.14966844022274017 (0.1342667957457403) | > loss_disc_real_1: 0.2112472504377365 (0.17637815854201713) | > loss_disc_real_2: 0.22110413014888763 (0.2232393752783537) | > loss_disc_real_3: 0.2603831887245178 (0.22537735383957624) | > loss_disc_real_4: 0.2174549400806427 (0.23382854523758093) | > loss_disc_real_5: 0.21191544830799103 (0.2254329634209474) | > loss_0: 2.5724363327026367 (2.425459007422129) | > loss_gen: 1.9665323495864868 (2.2691070387760797) | > loss_kl: 2.765723466873169 (3.231973667939504) | > loss_feat: 4.043383598327637 (6.794623672962189) | > loss_mel: 14.522706985473633 (17.2593480348587) | > loss_duration: 2.380375385284424 (2.3566698928674064) | > loss_1: 25.678720474243164 (31.91172202428182)  --> STEP: 25 | > loss_disc: 2.5242655277252197 (2.429411268234253) | > loss_disc_real_0: 0.11771451681852341 (0.13360470458865162) | > loss_disc_real_1: 0.20183345675468445 (0.17739637047052384) | > loss_disc_real_2: 0.22300118207931519 (0.22322984755039216) | > loss_disc_real_3: 0.24040092527866364 (0.22597829669713973) | > loss_disc_real_4: 0.2313147485256195 (0.23372799336910247) | > loss_disc_real_5: 0.21199803054332733 (0.2248955661058426) | > loss_0: 2.5242655277252197 (2.429411268234253) | > loss_gen: 2.128368854522705 (2.2634775114059447) | > loss_kl: 2.763524293899536 (3.2132356929779053) | > loss_feat: 6.341935157775879 (6.776516132354736) | > loss_mel: 12.990367889404297 (17.08858882904052) | > loss_duration: 2.4433000087738037 (2.360135097503662) | > loss_1: 26.667495727539062 (31.70195297241211)  --> STEP: 26 | > loss_disc: 2.664555788040161 (2.438455288226788) | > loss_disc_real_0: 0.21094706654548645 (0.13657941081776065) | > loss_disc_real_1: 0.05964354798197746 (0.1728674157594259) | > loss_disc_real_2: 0.12577436864376068 (0.2194815599001371) | > loss_disc_real_3: 0.05951295420527458 (0.2195757835243757) | > loss_disc_real_4: 0.26634180545806885 (0.23498237075713965) | > loss_disc_real_5: 0.2811397612094879 (0.22705880437905973) | > loss_0: 2.664555788040161 (2.438455288226788) | > loss_gen: 2.0711557865142822 (2.2560805219870343) | > loss_kl: 2.6992247104644775 (3.1934660398043118) | > loss_feat: 17.9250431060791 (7.205305631344135) | > loss_mel: 20.484352111816406 (17.219195109147286) | > loss_duration: 2.2926721572875977 (2.3575403690338135) | > loss_1: 45.47244644165039 (32.23158733661358) --> EVAL PERFORMANCE | > avg_loader_time: 0.002449851769667405 (-0.00013757669008695192) | > avg_loss_disc: 2.438455288226788 (+0.027952102514413824) | > avg_loss_disc_real_0: 0.13657941081776065 (+0.00634643564430562) | > avg_loss_disc_real_1: 0.1728674157594259 (-0.008506768454725921) | > avg_loss_disc_real_2: 0.2194815599001371 (+0.0050025129547486) | > avg_loss_disc_real_3: 0.2195757835243757 (+0.0005868852425080229) | > avg_loss_disc_real_4: 0.23498237075713965 (+0.0048338621854782104) | > avg_loss_disc_real_5: 0.22705880437905973 (-0.01843969925091815) | > avg_loss_0: 2.438455288226788 (+0.027952102514413824) | > avg_loss_gen: 2.2560805219870343 (-0.060662099948295634) | > avg_loss_kl: 3.1934660398043118 (+0.17855910154489374) | > avg_loss_feat: 7.205305631344135 (+0.33662209144005395) | > avg_loss_mel: 17.219195109147286 (-0.298150245959949) | > avg_loss_duration: 2.3575403690338135 (-0.008823504814734928) | > avg_loss_1: 32.23158733661358 (+0.14754471412071268)  > EPOCH: 858/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:14:45)   --> TIME: 2024-06-12 05:14:49 -- STEP: 9/330 -- GLOBAL_STEP: 371150 | > loss_disc: 2.348954200744629 (2.3026896582709417) | > loss_disc_real_0: 0.06800678372383118 (0.09778585450516807) | > loss_disc_real_1: 0.22297340631484985 (0.20354741977320778) | > loss_disc_real_2: 0.21053831279277802 (0.2027102361122767) | > loss_disc_real_3: 0.23466762900352478 (0.22112551828225455) | > loss_disc_real_4: 0.2339261770248413 (0.22813427448272705) | > loss_disc_real_5: 0.24522988498210907 (0.2319069935215844) | > loss_0: 2.348954200744629 (2.3026896582709417) | > grad_norm_0: tensor(7.2602, device='cuda:0') (tensor(9.9384, device='cuda:0')) | > loss_gen: 2.5221781730651855 (2.5393985907236734) | > loss_kl: 1.5404648780822754 (1.9589332342147827) | > loss_feat: 6.754964828491211 (6.850098027123345) | > loss_mel: 17.642812728881836 (17.53374671936035) | > loss_duration: 2.078129291534424 (2.1089627742767334) | > loss_1: 30.538549423217773 (30.991139517890083) | > grad_norm_1: tensor(77.5446, device='cuda:0') (tensor(91.3521, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3555 (0.3699464268154568) | > loader_time: 0.0029 (0.0031202369266086155)  --> TIME: 2024-06-12 05:14:58 -- STEP: 34/330 -- GLOBAL_STEP: 371175 | > loss_disc: 2.2659196853637695 (2.300686941427343) | > loss_disc_real_0: 0.08902003616094589 (0.09999758991248467) | > loss_disc_real_1: 0.1978081464767456 (0.19644162015003316) | > loss_disc_real_2: 0.1990729570388794 (0.20743285338668263) | > loss_disc_real_3: 0.2328372448682785 (0.22355042266495087) | > loss_disc_real_4: 0.21584294736385345 (0.2272145366844009) | > loss_disc_real_5: 0.19233939051628113 (0.2206551862113616) | > loss_0: 2.2659196853637695 (2.300686941427343) | > grad_norm_0: tensor(10.7846, device='cuda:0') (tensor(11.0699, device='cuda:0')) | > loss_gen: 2.519896984100342 (2.5339364584754502) | > loss_kl: 1.977147102355957 (1.9279771236812366) | > loss_feat: 7.552520275115967 (7.066970222136554) | > loss_mel: 17.660268783569336 (17.52920246124268) | > loss_duration: 2.0075275897979736 (2.0077502657385433) | > loss_1: 31.717361450195312 (31.06583651374368) | > grad_norm_1: tensor(139.0678, device='cuda:0') (tensor(115.4511, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3565 (0.36203157901763916) | > loader_time: 0.0032 (0.003164403578814338)  --> TIME: 2024-06-12 05:15:08 -- STEP: 59/330 -- GLOBAL_STEP: 371200 | > loss_disc: 2.457862377166748 (2.322101588976586) | > loss_disc_real_0: 0.17314764857292175 (0.10371909442089372) | > loss_disc_real_1: 0.23193852603435516 (0.19515909166154216) | > loss_disc_real_2: 0.24214434623718262 (0.21043618250701387) | > loss_disc_real_3: 0.24620917439460754 (0.2244427231913906) | > loss_disc_real_4: 0.23086565732955933 (0.2282050870737787) | > loss_disc_real_5: 0.23150821030139923 (0.22024501961166576) | > loss_0: 2.457862377166748 (2.322101588976586) | > grad_norm_0: tensor(23.4518, device='cuda:0') (tensor(10.5116, device='cuda:0')) | > loss_gen: 2.3771443367004395 (2.517372014158864) | > loss_kl: 1.9890491962432861 (1.9262501567097035) | > loss_feat: 6.575021743774414 (7.083119917724092) | > loss_mel: 16.263572692871094 (17.347440848916264) | > loss_duration: 1.9455205202102661 (1.9876235137551514) | > loss_1: 29.15030860900879 (30.861806352259748) | > grad_norm_1: tensor(239.9506, device='cuda:0') (tensor(105.3241, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3756 (0.3643276166107696) | > loader_time: 0.0036 (0.0033881462226479746)  --> TIME: 2024-06-12 05:15:17 -- STEP: 84/330 -- GLOBAL_STEP: 371225 | > loss_disc: 2.385091781616211 (2.3354707019669676) | > loss_disc_real_0: 0.09750516712665558 (0.1053902501062978) | > loss_disc_real_1: 0.17342489957809448 (0.1942194502445913) | > loss_disc_real_2: 0.2125341147184372 (0.21157745875063397) | > loss_disc_real_3: 0.23730942606925964 (0.22557887878446353) | > loss_disc_real_4: 0.2347678542137146 (0.23062351807242348) | > loss_disc_real_5: 0.20498552918434143 (0.2226663219432036) | > loss_0: 2.385091781616211 (2.3354707019669676) | > grad_norm_0: tensor(10.8418, device='cuda:0') (tensor(10.5733, device='cuda:0')) | > loss_gen: 2.497748613357544 (2.5038080101921443) | > loss_kl: 2.0913894176483154 (1.9477444205965315) | > loss_feat: 6.420738220214844 (7.037331444876535) | > loss_mel: 17.103849411010742 (17.282323133377805) | > loss_duration: 2.063856363296509 (1.981224653266725) | > loss_1: 30.177583694458008 (30.752431665148055) | > grad_norm_1: tensor(83.0426, device='cuda:0') (tensor(118.8766, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3887 (0.367590836116246) | > loader_time: 0.0049 (0.00359232368923369)  --> TIME: 2024-06-12 05:15:27 -- STEP: 109/330 -- GLOBAL_STEP: 371250 | > loss_disc: 2.2218711376190186 (2.335610232221973) | > loss_disc_real_0: 0.07937398552894592 (0.1068860017310042) | > loss_disc_real_1: 0.17804209887981415 (0.19403802535129247) | > loss_disc_real_2: 0.19253821671009064 (0.21069034961385463) | > loss_disc_real_3: 0.22484654188156128 (0.22648560604371062) | > loss_disc_real_4: 0.22863033413887024 (0.23036329338856792) | > loss_disc_real_5: 0.19373366236686707 (0.22289266539823024) | > loss_0: 2.2218711376190186 (2.335610232221973) | > grad_norm_0: tensor(8.3756, device='cuda:0') (tensor(10.5736, device='cuda:0')) | > loss_gen: 2.6186811923980713 (2.499564431129246) | > loss_kl: 1.910161018371582 (1.9697875692210067) | > loss_feat: 7.368942737579346 (7.0008494788353595) | > loss_mel: 16.949871063232422 (17.190316523980652) | > loss_duration: 1.9285495281219482 (1.9841400920797925) | > loss_1: 30.77620506286621 (30.64465814992922) | > grad_norm_1: tensor(89.3125, device='cuda:0') (tensor(121.2614, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3845 (0.373090676211436) | > loader_time: 0.0041 (0.0038050074096119737)  --> TIME: 2024-06-12 05:15:37 -- STEP: 134/330 -- GLOBAL_STEP: 371275 | > loss_disc: 2.316257953643799 (2.342611592207384) | > loss_disc_real_0: 0.0917767733335495 (0.10917594859293148) | > loss_disc_real_1: 0.1422654092311859 (0.19438882644719152) | > loss_disc_real_2: 0.18951788544654846 (0.21080253973825655) | > loss_disc_real_3: 0.19464446604251862 (0.226764091804846) | > loss_disc_real_4: 0.19537299871444702 (0.23030987037206763) | > loss_disc_real_5: 0.19530276954174042 (0.2233507205078851) | > loss_0: 2.316257953643799 (2.342611592207384) | > grad_norm_0: tensor(23.4849, device='cuda:0') (tensor(10.6226, device='cuda:0')) | > loss_gen: 2.443467855453491 (2.489358674234419) | > loss_kl: 1.9533123970031738 (1.9823671241304768) | > loss_feat: 7.3025803565979 (6.997191817013185) | > loss_mel: 17.223508834838867 (17.210746409288088) | > loss_duration: 2.0038187503814697 (1.9884223279668325) | > loss_1: 30.926687240600586 (30.66808636508771) | > grad_norm_1: tensor(77.8042, device='cuda:0') (tensor(120.6991, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.4045 (0.37664245847445826) | > loader_time: 0.005 (0.003944893381488857)  --> TIME: 2024-06-12 05:15:47 -- STEP: 159/330 -- GLOBAL_STEP: 371300 | > loss_disc: 2.4834811687469482 (2.349197326216309) | > loss_disc_real_0: 0.11502961814403534 (0.11135852620380479) | > loss_disc_real_1: 0.19926919043064117 (0.19550887195381733) | > loss_disc_real_2: 0.1973324418067932 (0.21089768681511192) | > loss_disc_real_3: 0.24749867618083954 (0.22709961451074612) | > loss_disc_real_4: 0.26302582025527954 (0.23062977475940055) | > loss_disc_real_5: 0.25539854168891907 (0.22331861992302182) | > loss_0: 2.4834811687469482 (2.349197326216309) | > grad_norm_0: tensor(10.2021, device='cuda:0') (tensor(11.2903, device='cuda:0')) | > loss_gen: 2.3797035217285156 (2.4880912273934803) | > loss_kl: 2.1323273181915283 (1.9924615696541168) | > loss_feat: 7.062776565551758 (7.0055728708423155) | > loss_mel: 17.314950942993164 (17.188219346340343) | > loss_duration: 1.998192310333252 (1.9925685251283947) | > loss_1: 30.887950897216797 (30.66691357834534) | > grad_norm_1: tensor(179.9460, device='cuda:0') (tensor(128.1573, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3804 (0.37880466869042345) | > loader_time: 0.0046 (0.004017224101900303)  --> TIME: 2024-06-12 05:15:57 -- STEP: 184/330 -- GLOBAL_STEP: 371325 | > loss_disc: 2.3867745399475098 (2.3553651765636774) | > loss_disc_real_0: 0.13084962964057922 (0.11306390212848783) | > loss_disc_real_1: 0.1983213722705841 (0.19621376316670494) | > loss_disc_real_2: 0.2083214819431305 (0.2116190706096266) | > loss_disc_real_3: 0.2570849061012268 (0.22781231975101907) | > loss_disc_real_4: 0.2614390254020691 (0.23096612581740256) | > loss_disc_real_5: 0.26755934953689575 (0.2233567812844463) | > loss_0: 2.3867745399475098 (2.3553651765636774) | > grad_norm_0: tensor(4.5662, device='cuda:0') (tensor(11.0622, device='cuda:0')) | > loss_gen: 2.4496309757232666 (2.482377137826836) | > loss_kl: 1.9503217935562134 (2.0032301765421168) | > loss_feat: 6.687906265258789 (7.000365542328876) | > loss_mel: 16.92877769470215 (17.19347447934358) | > loss_duration: 2.0514307022094727 (1.999966280615848) | > loss_1: 30.068065643310547 (30.67941357778466) | > grad_norm_1: tensor(74.7549, device='cuda:0') (tensor(123.5459, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.3859 (0.38009468368861976) | > loader_time: 0.0046 (0.004082853379456894)  --> TIME: 2024-06-12 05:16:07 -- STEP: 209/330 -- GLOBAL_STEP: 371350 | > loss_disc: 2.2948057651519775 (2.3583394237682573) | > loss_disc_real_0: 0.12116089463233948 (0.11396047464041618) | > loss_disc_real_1: 0.17660628259181976 (0.19648568478355) | > loss_disc_real_2: 0.19671747088432312 (0.21179592295696864) | > loss_disc_real_3: 0.2287883311510086 (0.22801033132954648) | > loss_disc_real_4: 0.19833651185035706 (0.23044501815401197) | > loss_disc_real_5: 0.18329298496246338 (0.22357953557272278) | > loss_0: 2.2948057651519775 (2.3583394237682573) | > grad_norm_0: tensor(11.7899, device='cuda:0') (tensor(11.7611, device='cuda:0')) | > loss_gen: 2.4885029792785645 (2.479366497559981) | > loss_kl: 2.0928564071655273 (2.008901330272548) | > loss_feat: 7.220292568206787 (7.007597259357215) | > loss_mel: 17.49077033996582 (17.168242897143198) | > loss_duration: 2.107619047164917 (2.0084827220040653) | > loss_1: 31.400039672851562 (30.672590639032244) | > grad_norm_1: tensor(268.1683, device='cuda:0') (tensor(136.5488, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.4019 (0.38165373893445753) | > loader_time: 0.0047 (0.004190979962143602)  --> TIME: 2024-06-12 05:16:18 -- STEP: 234/330 -- GLOBAL_STEP: 371375 | > loss_disc: 2.2845425605773926 (2.3587344650529385) | > loss_disc_real_0: 0.07040473073720932 (0.11469166803882162) | > loss_disc_real_1: 0.20036576688289642 (0.19686617667221618) | > loss_disc_real_2: 0.19482837617397308 (0.2115269135206174) | > loss_disc_real_3: 0.21841531991958618 (0.22812489872304803) | > loss_disc_real_4: 0.2564440071582794 (0.23025451791592133) | > loss_disc_real_5: 0.24247154593467712 (0.22294235375956592) | > loss_0: 2.2845425605773926 (2.3587344650529385) | > grad_norm_0: tensor(38.1086, device='cuda:0') (tensor(13.9593, device='cuda:0')) | > loss_gen: 2.5601212978363037 (2.4800310481307855) | > loss_kl: 2.005404472351074 (2.012961560844357) | > loss_feat: 7.551961898803711 (7.004757654972566) | > loss_mel: 16.3207950592041 (17.12268550579364) | > loss_duration: 2.0983970165252686 (2.017642656962078) | > loss_1: 30.536680221557617 (30.638078396136944) | > grad_norm_1: tensor(404.0405, device='cuda:0') (tensor(159.8797, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.4312 (0.38561719197493327) | > loader_time: 0.0056 (0.004341135677109417)  --> TIME: 2024-06-12 05:16:29 -- STEP: 259/330 -- GLOBAL_STEP: 371400 | > loss_disc: 2.335143566131592 (2.355168100489612) | > loss_disc_real_0: 0.1288371980190277 (0.1146197825900376) | > loss_disc_real_1: 0.19097934663295746 (0.19629923127677912) | > loss_disc_real_2: 0.18456290662288666 (0.21121234783334625) | > loss_disc_real_3: 0.2129497230052948 (0.2284602361756402) | > loss_disc_real_4: 0.2235025018453598 (0.23109855315860173) | > loss_disc_real_5: 0.1736610233783722 (0.22261965361110952) | > loss_0: 2.335143566131592 (2.355168100489612) | > grad_norm_0: tensor(9.2938, device='cuda:0') (tensor(15.9123, device='cuda:0')) | > loss_gen: 2.3973939418792725 (2.4965614167879906) | > loss_kl: 2.089331865310669 (2.018597398945724) | > loss_feat: 7.236794471740723 (7.054468355583868) | > loss_mel: 16.93809700012207 (17.106009840504996) | > loss_duration: 2.1235861778259277 (2.0259780616833916) | > loss_1: 30.78520393371582 (30.701615064760894) | > grad_norm_1: tensor(454.5515, device='cuda:0') (tensor(187.2351, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.4277 (0.38964982382579194) | > loader_time: 0.0062 (0.004494957942299861)  --> TIME: 2024-06-12 05:16:41 -- STEP: 284/330 -- GLOBAL_STEP: 371425 | > loss_disc: 2.4059314727783203 (2.3548447069987435) | > loss_disc_real_0: 0.1345296949148178 (0.1157738713049133) | > loss_disc_real_1: 0.21950896084308624 (0.19621111796250648) | > loss_disc_real_2: 0.2182372361421585 (0.21102754383439748) | > loss_disc_real_3: 0.22846867144107819 (0.2286180812393276) | > loss_disc_real_4: 0.26165971159935 (0.23080541781136688) | > loss_disc_real_5: 0.2681908905506134 (0.22185363032868213) | > loss_0: 2.4059314727783203 (2.3548447069987435) | > grad_norm_0: tensor(23.1315, device='cuda:0') (tensor(17.5174, device='cuda:0')) | > loss_gen: 2.4969465732574463 (2.498374083512266) | > loss_kl: 2.207123279571533 (2.0245079834696282) | > loss_feat: 7.205259323120117 (7.056990571424994) | > loss_mel: 16.815073013305664 (17.050362220952202) | > loss_duration: 2.1474318504333496 (2.036156512482068) | > loss_1: 30.87183380126953 (30.666391352532614) | > grad_norm_1: tensor(236.3982, device='cuda:0') (tensor(210.3128, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.4475 (0.3949242158674857) | > loader_time: 0.0064 (0.004654026367294955)  --> TIME: 2024-06-12 05:16:53 -- STEP: 309/330 -- GLOBAL_STEP: 371450 | > loss_disc: 2.444807291030884 (2.357271548613761) | > loss_disc_real_0: 0.10770128667354584 (0.11721386090162117) | > loss_disc_real_1: 0.19307182729244232 (0.19629453510817596) | > loss_disc_real_2: 0.16572555899620056 (0.21076363247960897) | > loss_disc_real_3: 0.221668541431427 (0.2284896311540048) | > loss_disc_real_4: 0.23884032666683197 (0.23117113634220604) | > loss_disc_real_5: 0.21820497512817383 (0.22254003666365416) | > loss_0: 2.444807291030884 (2.357271548613761) | > grad_norm_0: tensor(14.3681, device='cuda:0') (tensor(17.5011, device='cuda:0')) | > loss_gen: 2.446859836578369 (2.492432312672194) | > loss_kl: 2.056130886077881 (2.0306973160277684) | > loss_feat: 7.425504684448242 (7.066076985454868) | > loss_mel: 16.498449325561523 (17.000046193021003) | > loss_duration: 2.2325007915496826 (2.048252997660718) | > loss_1: 30.65944480895996 (30.637505775130684) | > grad_norm_1: tensor(137.1781, device='cuda:0') (tensor(206.8419, device='cuda:0')) | > current_lr_0: 0.00017965900954852173 | > current_lr_1: 0.00017965900954852173 | > step_time: 0.4908 (0.40141939808249855) | > loader_time: 0.0078 (0.004824998695101935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.764549970626831 (2.764549970626831) | > loss_disc_real_0: 0.13310687243938446 (0.13310687243938446) | > loss_disc_real_1: 0.31434905529022217 (0.31434905529022217) | > loss_disc_real_2: 0.23960204422473907 (0.23960204422473907) | > loss_disc_real_3: 0.24724380671977997 (0.24724380671977997) | > loss_disc_real_4: 0.26936987042427063 (0.26936987042427063) | > loss_disc_real_5: 0.2345096319913864 (0.2345096319913864) | > loss_0: 2.764549970626831 (2.764549970626831) | > loss_gen: 2.1036477088928223 (2.1036477088928223) | > loss_kl: 2.538970947265625 (2.538970947265625) | > loss_feat: 7.303908348083496 (7.303908348083496) | > loss_mel: 17.67098045349121 (17.67098045349121) | > loss_duration: 3.04113507270813 (3.04113507270813) | > loss_1: 32.65864181518555 (32.65864181518555)  --> STEP: 1 | > loss_disc: 2.1883630752563477 (2.1883630752563477) | > loss_disc_real_0: 0.08276437222957611 (0.08276437222957611) | > loss_disc_real_1: 0.22959986329078674 (0.22959986329078674) | > loss_disc_real_2: 0.21465687453746796 (0.21465687453746796) | > loss_disc_real_3: 0.25096186995506287 (0.25096186995506287) | > loss_disc_real_4: 0.23841255903244019 (0.23841255903244019) | > loss_disc_real_5: 0.17478600144386292 (0.17478600144386292) | > loss_0: 2.1883630752563477 (2.1883630752563477) | > loss_gen: 2.5339553356170654 (2.5339553356170654) | > loss_kl: 3.268455743789673 (3.268455743789673) | > loss_feat: 7.067795276641846 (7.067795276641846) | > loss_mel: 18.40915870666504 (18.40915870666504) | > loss_duration: 2.4584856033325195 (2.4584856033325195) | > loss_1: 33.737850189208984 (33.737850189208984)  --> STEP: 2 | > loss_disc: 2.435523748397827 (2.3119434118270874) | > loss_disc_real_0: 0.14078521728515625 (0.11177479475736618) | > loss_disc_real_1: 0.2460501343011856 (0.23782499879598618) | > loss_disc_real_2: 0.2864479422569275 (0.2505524083971977) | > loss_disc_real_3: 0.24694225192070007 (0.24895206093788147) | > loss_disc_real_4: 0.19506792724132538 (0.21674024313688278) | > loss_disc_real_5: 0.21343225240707397 (0.19410912692546844) | > loss_0: 2.435523748397827 (2.3119434118270874) | > loss_gen: 2.5265231132507324 (2.530239224433899) | > loss_kl: 3.5393338203430176 (3.403894782066345) | > loss_feat: 5.716452598571777 (6.3921239376068115) | > loss_mel: 17.87911605834961 (18.144137382507324) | > loss_duration: 2.4201419353485107 (2.439313769340515) | > loss_1: 32.08156967163086 (32.90970993041992)  --> STEP: 3 | > loss_disc: 2.3588576316833496 (2.3275814851125083) | > loss_disc_real_0: 0.13024508953094482 (0.1179315596818924) | > loss_disc_real_1: 0.22675473988056183 (0.23413491249084473) | > loss_disc_real_2: 0.21456101536750793 (0.23855527738730112) | > loss_disc_real_3: 0.2348642498254776 (0.2442561239004135) | > loss_disc_real_4: 0.21931926906108856 (0.21759991844495138) | > loss_disc_real_5: 0.23551419377326965 (0.2079108158747355) | > loss_0: 2.3588576316833496 (2.3275814851125083) | > loss_gen: 2.398768424987793 (2.4864156246185303) | > loss_kl: 2.9221694469451904 (3.2433196703592935) | > loss_feat: 6.644832611083984 (6.476360162099202) | > loss_mel: 16.414342880249023 (17.56753921508789) | > loss_duration: 2.3916516304016113 (2.423426389694214) | > loss_1: 30.771766662597656 (32.197062174479164)  --> STEP: 4 | > loss_disc: 2.2301132678985596 (2.303214430809021) | > loss_disc_real_0: 0.09609355032444 (0.1124720573425293) | > loss_disc_real_1: 0.2574276328086853 (0.23995809257030487) | > loss_disc_real_2: 0.191023588180542 (0.22667235508561134) | > loss_disc_real_3: 0.22664843499660492 (0.23985420167446136) | > loss_disc_real_4: 0.19399920105934143 (0.2116997390985489) | > loss_disc_real_5: 0.24277065694332123 (0.21662577614188194) | > loss_0: 2.2301132678985596 (2.303214430809021) | > loss_gen: 2.555842161178589 (2.503772258758545) | > loss_kl: 3.8812921047210693 (3.4028127789497375) | > loss_feat: 8.185538291931152 (6.90365469455719) | > loss_mel: 18.56141471862793 (17.8160080909729) | > loss_duration: 2.424589157104492 (2.4237170815467834) | > loss_1: 35.608680725097656 (33.04996681213379)  --> STEP: 5 | > loss_disc: 2.6136584281921387 (2.3653032302856447) | > loss_disc_real_0: 0.13839435577392578 (0.1176565170288086) | > loss_disc_real_1: 0.18585613369941711 (0.22913770079612733) | > loss_disc_real_2: 0.20670907199382782 (0.22267969846725463) | > loss_disc_real_3: 0.30421751737594604 (0.2527268648147583) | > loss_disc_real_4: 0.1970714032649994 (0.208774071931839) | > loss_disc_real_5: 0.19326023757457733 (0.21195266842842103) | > loss_0: 2.6136584281921387 (2.3653032302856447) | > loss_gen: 2.0892302989959717 (2.4208638668060303) | > loss_kl: 2.9012258052825928 (3.3024953842163085) | > loss_feat: 7.117352485656738 (6.946394252777099) | > loss_mel: 19.5919132232666 (18.17118911743164) | > loss_duration: 2.356797456741333 (2.4103331565856934) | > loss_1: 34.0565185546875 (33.251277160644534)  --> STEP: 6 | > loss_disc: 2.5149924755096436 (2.3902514378229776) | > loss_disc_real_0: 0.14666587114334106 (0.12249140938123067) | > loss_disc_real_1: 0.254296213388443 (0.23333078622817993) | > loss_disc_real_2: 0.20233072340488434 (0.21928820262352625) | > loss_disc_real_3: 0.2789461016654968 (0.2570967376232147) | > loss_disc_real_4: 0.213082954287529 (0.20949221899112067) | > loss_disc_real_5: 0.2359214872121811 (0.2159474715590477) | > loss_0: 2.5149924755096436 (2.3902514378229776) | > loss_gen: 2.3495101928710938 (2.408971587816874) | > loss_kl: 2.933072566986084 (3.240924914677938) | > loss_feat: 6.060726642608643 (6.79878298441569) | > loss_mel: 18.51690673828125 (18.228808720906574) | > loss_duration: 2.2307047843933105 (2.3803950945536294) | > loss_1: 32.090919494628906 (33.057884216308594)  --> STEP: 7 | > loss_disc: 2.2873339653015137 (2.375548941748483) | > loss_disc_real_0: 0.0770219936966896 (0.11599577856915337) | > loss_disc_real_1: 0.2183256447315216 (0.23118719458580017) | > loss_disc_real_2: 0.17302899062633514 (0.21267974376678467) | > loss_disc_real_3: 0.2504890263080597 (0.25615277886390686) | > loss_disc_real_4: 0.20360539853572845 (0.20865124464035034) | > loss_disc_real_5: 0.2379419058561325 (0.2190895336014884) | > loss_0: 2.2873339653015137 (2.375548941748483) | > loss_gen: 2.426356077194214 (2.4114550862993513) | > loss_kl: 4.0158820152282715 (3.351633071899414) | > loss_feat: 7.553554534912109 (6.906607491629464) | > loss_mel: 18.70199203491211 (18.29640633719308) | > loss_duration: 2.507819652557373 (2.3985986028398787) | > loss_1: 35.205604553222656 (33.364701407296316)  --> STEP: 8 | > loss_disc: 2.510143280029297 (2.3923732340335846) | > loss_disc_real_0: 0.21988844871520996 (0.12898236233741045) | > loss_disc_real_1: 0.1888100951910019 (0.22589005716145039) | > loss_disc_real_2: 0.18096333742141724 (0.20871519297361374) | > loss_disc_real_3: 0.2056955099105835 (0.24984562024474144) | > loss_disc_real_4: 0.25864067673683167 (0.2148999236524105) | > loss_disc_real_5: 0.25490665435791016 (0.2235666736960411) | > loss_0: 2.510143280029297 (2.3923732340335846) | > loss_gen: 2.285348415374756 (2.395691752433777) | > loss_kl: 2.775249481201172 (3.279585123062134) | > loss_feat: 9.000798225402832 (7.168381333351135) | > loss_mel: 17.063926696777344 (18.142346382141113) | > loss_duration: 2.3178887367248535 (2.3885098695755005) | > loss_1: 33.44321060180664 (33.37451505661011)  --> STEP: 9 | > loss_disc: 2.292785167694092 (2.3813078933291965) | > loss_disc_real_0: 0.11144475638866425 (0.12703373945421642) | > loss_disc_real_1: 0.21754314005374908 (0.22496262192726135) | > loss_disc_real_2: 0.238926500082016 (0.21207200487454733) | > loss_disc_real_3: 0.22570034861564636 (0.2471628122859531) | > loss_disc_real_4: 0.18496587872505188 (0.21157391866048178) | > loss_disc_real_5: 0.2521750032901764 (0.22674537698427835) | > loss_0: 2.292785167694092 (2.3813078933291965) | > loss_gen: 2.546694278717041 (2.412469810909695) | > loss_kl: 2.273129463195801 (3.167756716410319) | > loss_feat: 9.227851867675781 (7.39721139272054) | > loss_mel: 18.6080379486084 (18.194089889526367) | > loss_duration: 2.182025671005249 (2.3655671808454724) | > loss_1: 34.83774185180664 (33.53709581163194)  --> STEP: 10 | > loss_disc: 2.6348824501037598 (2.4066653490066527) | > loss_disc_real_0: 0.1579609513282776 (0.13012646064162253) | > loss_disc_real_1: 0.29648950695991516 (0.23211531043052674) | > loss_disc_real_2: 0.23357082903385162 (0.21422188729047775) | > loss_disc_real_3: 0.30425357818603516 (0.2528718888759613) | > loss_disc_real_4: 0.2777084708213806 (0.21818737387657167) | > loss_disc_real_5: 0.25236985087394714 (0.22930782437324523) | > loss_0: 2.6348824501037598 (2.4066653490066527) | > loss_gen: 2.2118101119995117 (2.3924038410186768) | > loss_kl: 3.1209769248962402 (3.1630787372589113) | > loss_feat: 4.368556022644043 (7.0943458557128904) | > loss_mel: 14.46554183959961 (17.82123508453369) | > loss_duration: 2.458177089691162 (2.3748281717300417) | > loss_1: 26.625062942504883 (32.84589252471924)  --> STEP: 11 | > loss_disc: 2.835163116455078 (2.4456196915019643) | > loss_disc_real_0: 0.2982642948627472 (0.1454117182980884) | > loss_disc_real_1: 0.2760463058948517 (0.23610903729091992) | > loss_disc_real_2: 0.2483406662940979 (0.21732359447262503) | > loss_disc_real_3: 0.24787336587905884 (0.25241747769442474) | > loss_disc_real_4: 0.2849486470222473 (0.22425658052617853) | > loss_disc_real_5: 0.2768280804157257 (0.23362784764983438) | > loss_0: 2.835163116455078 (2.4456196915019643) | > loss_gen: 2.18882155418396 (2.373896360397339) | > loss_kl: 3.3518598079681396 (3.180240652777932) | > loss_feat: 3.9417965412139893 (6.807750463485718) | > loss_mel: 13.725835800170898 (17.448926058682527) | > loss_duration: 2.5281195640563965 (2.388763752850619) | > loss_1: 25.736434936523438 (32.19957819851962)  --> STEP: 12 | > loss_disc: 2.359560251235962 (2.4384480714797974) | > loss_disc_real_0: 0.18535852432250977 (0.14874061880012354) | > loss_disc_real_1: 0.16555306315422058 (0.2302293727795283) | > loss_disc_real_2: 0.2440071403980255 (0.21954722329974174) | > loss_disc_real_3: 0.18748579919338226 (0.24700650448600456) | > loss_disc_real_4: 0.19473038613796234 (0.2217960643271605) | > loss_disc_real_5: 0.1810498684644699 (0.22924634938438734) | > loss_0: 2.359560251235962 (2.4384480714797974) | > loss_gen: 2.2775588035583496 (2.3658682306607566) | > loss_kl: 3.059685468673706 (3.170194387435913) | > loss_feat: 6.09158992767334 (6.748070418834686) | > loss_mel: 18.236051559448242 (17.514519850413006) | > loss_duration: 2.2820043563842773 (2.379867136478424) | > loss_1: 31.94689178466797 (32.17852099736532)  --> STEP: 13 | > loss_disc: 2.3164539337158203 (2.4290639070364146) | > loss_disc_real_0: 0.12634846568107605 (0.14701814548327372) | > loss_disc_real_1: 0.29307568073272705 (0.2350637041605436) | > loss_disc_real_2: 0.20409442484378815 (0.21835854649543762) | > loss_disc_real_3: 0.25181668996810913 (0.24737651875385874) | > loss_disc_real_4: 0.25545069575309753 (0.22438488212915567) | > loss_disc_real_5: 0.20051875710487366 (0.22703653459365553) | > loss_0: 2.3164539337158203 (2.4290639070364146) | > loss_gen: 2.580348491668701 (2.382366712276752) | > loss_kl: 3.227959156036377 (3.1746378311744103) | > loss_feat: 8.095327377319336 (6.851705569487351) | > loss_mel: 17.245189666748047 (17.493802143977238) | > loss_duration: 2.319582939147949 (2.375229890529926) | > loss_1: 33.468406677246094 (32.27774297274076)  --> STEP: 14 | > loss_disc: 2.5644168853759766 (2.4387319769178117) | > loss_disc_real_0: 0.14041081070899963 (0.146546192999397) | > loss_disc_real_1: 0.3018350601196289 (0.23983308672904968) | > loss_disc_real_2: 0.2316495180130005 (0.21930790160383498) | > loss_disc_real_3: 0.27658072113990784 (0.2494625332100051) | > loss_disc_real_4: 0.25160372257232666 (0.2263290850179536) | > loss_disc_real_5: 0.24116958677768707 (0.22804603832108633) | > loss_0: 2.5644168853759766 (2.4387319769178117) | > loss_gen: 2.4378418922424316 (2.3863292251314436) | > loss_kl: 3.9673044681549072 (3.2312568766730174) | > loss_feat: 7.421895980834961 (6.8924334560121805) | > loss_mel: 18.167503356933594 (17.541923659188406) | > loss_duration: 2.471773624420166 (2.382125871522086) | > loss_1: 34.4663200378418 (32.43406990596226)  --> STEP: 15 | > loss_disc: 2.4219346046447754 (2.4376121520996095) | > loss_disc_real_0: 0.0744900330901146 (0.14174244900544483) | > loss_disc_real_1: 0.22361651062965393 (0.23875198165575665) | > loss_disc_real_2: 0.22435133159160614 (0.21964413026968638) | > loss_disc_real_3: 0.24858330190181732 (0.24940391778945925) | > loss_disc_real_4: 0.2535514235496521 (0.2281439075867335) | > loss_disc_real_5: 0.2790665030479431 (0.23144740263621014) | > loss_0: 2.4219346046447754 (2.4376121520996095) | > loss_gen: 2.4978535175323486 (2.3937641779581704) | > loss_kl: 3.168245315551758 (3.2270561059316) | > loss_feat: 7.170480728149414 (6.91096994082133) | > loss_mel: 16.53970718383789 (17.475109227498372) | > loss_duration: 2.418056011199951 (2.384521214167277) | > loss_1: 31.794343948364258 (32.391421508789065)  --> STEP: 16 | > loss_disc: 2.9252383708953857 (2.4680887907743454) | > loss_disc_real_0: 0.24048267304897308 (0.14791371300816536) | > loss_disc_real_1: 0.4203345477581024 (0.25010089203715324) | > loss_disc_real_2: 0.2263907790184021 (0.2200657958164811) | > loss_disc_real_3: 0.30370011925697327 (0.25279743038117886) | > loss_disc_real_4: 0.24042731523513794 (0.22891162056475878) | > loss_disc_real_5: 0.28916144371032715 (0.23505453020334244) | > loss_0: 2.9252383708953857 (2.4680887907743454) | > loss_gen: 2.4898605346679688 (2.399770200252533) | > loss_kl: 3.2310409545898438 (3.22730515897274) | > loss_feat: 7.550950050354004 (6.950968697667122) | > loss_mel: 15.293450355529785 (17.338755548000336) | > loss_duration: 2.4002127647399902 (2.3855019360780716) | > loss_1: 30.96551513671875 (32.30230236053467)  --> STEP: 17 | > loss_disc: 2.598050594329834 (2.4757336027481975) | > loss_disc_real_0: 0.09031230211257935 (0.14452539472018971) | > loss_disc_real_1: 0.23317135870456696 (0.2491050371352364) | > loss_disc_real_2: 0.2687404155731201 (0.22292900874334223) | > loss_disc_real_3: 0.2855968773365021 (0.2547268096138449) | > loss_disc_real_4: 0.2949160635471344 (0.2327942348578397) | > loss_disc_real_5: 0.32971274852752686 (0.24062266069300034) | > loss_0: 2.598050594329834 (2.4757336027481975) | > loss_gen: 2.2727580070495605 (2.392298894770005) | > loss_kl: 2.10062837600708 (3.1610300540924072) | > loss_feat: 5.34956693649292 (6.856768594068639) | > loss_mel: 18.017942428588867 (17.37870771744672) | > loss_duration: 2.4167380332946777 (2.3873393535614014) | > loss_1: 30.157634735107422 (32.17614544139189)  --> STEP: 18 | > loss_disc: 2.690420150756836 (2.487660633193122) | > loss_disc_real_0: 0.12306385487318039 (0.1433330869509114) | > loss_disc_real_1: 0.37589380145072937 (0.256148857374986) | > loss_disc_real_2: 0.3201759159564972 (0.22833161469962862) | > loss_disc_real_3: 0.3041796386241913 (0.2574741890033086) | > loss_disc_real_4: 0.23209789395332336 (0.23275554925203323) | > loss_disc_real_5: 0.2762352228164673 (0.24260113636652628) | > loss_0: 2.690420150756836 (2.487660633193122) | > loss_gen: 2.53157639503479 (2.4000365336736045) | > loss_kl: 2.7028744220733643 (3.1355769634246826) | > loss_feat: 7.1166181564331055 (6.871204680866665) | > loss_mel: 16.85394287109375 (17.349554114871555) | > loss_duration: 2.2632577419281006 (2.3804459306928845) | > loss_1: 31.46826934814453 (32.136818991767036)  --> STEP: 19 | > loss_disc: 2.7313849925994873 (2.500488231056615) | > loss_disc_real_0: 0.20304995775222778 (0.1464760801509807) | > loss_disc_real_1: 0.3643299341201782 (0.2618425982563119) | > loss_disc_real_2: 0.24260009825229645 (0.22908258751819008) | > loss_disc_real_3: 0.3109145164489746 (0.2602868378162384) | > loss_disc_real_4: 0.31597912311553955 (0.2371357373501125) | > loss_disc_real_5: 0.2581329643726349 (0.24341860099842674) | > loss_0: 2.7313849925994873 (2.500488231056615) | > loss_gen: 2.556333303451538 (2.4082626794513904) | > loss_kl: 2.2516894340515137 (3.0890565671418844) | > loss_feat: 7.504589557647705 (6.9045407270130355) | > loss_mel: 17.188579559326172 (17.34108176984285) | > loss_duration: 2.3410091400146484 (2.3783703101308724) | > loss_1: 31.842201232910156 (32.12131279393246)  --> STEP: 20 | > loss_disc: 2.4869632720947266 (2.4998119831085206) | > loss_disc_real_0: 0.11473308503627777 (0.14488893039524556) | > loss_disc_real_1: 0.20081159472465515 (0.2587910480797291) | > loss_disc_real_2: 0.21915024518966675 (0.22858597040176393) | > loss_disc_real_3: 0.2985600233078003 (0.2622004970908165) | > loss_disc_real_4: 0.24429722130298615 (0.2374938115477562) | > loss_disc_real_5: 0.19444268941879272 (0.24096980541944504) | > loss_0: 2.4869632720947266 (2.4998119831085206) | > loss_gen: 2.2966697216033936 (2.4026830315589907) | > loss_kl: 2.1607468128204346 (3.042641079425812) | > loss_feat: 6.215774059295654 (6.870102393627167) | > loss_mel: 18.218381881713867 (17.3849467754364) | > loss_duration: 2.3282978534698486 (2.375866687297821) | > loss_1: 31.21986961364746 (32.076240634918214)  --> STEP: 21 | > loss_disc: 2.5466408729553223 (2.5020419302440824) | > loss_disc_real_0: 0.1725105494260788 (0.14620424558719) | > loss_disc_real_1: 0.23142056167125702 (0.2574876915840876) | > loss_disc_real_2: 0.2915745675563812 (0.23158542740912663) | > loss_disc_real_3: 0.31629517674446106 (0.2647764342171805) | > loss_disc_real_4: 0.27068451046943665 (0.23907432102021717) | > loss_disc_real_5: 0.24301482737064362 (0.24106718741712116) | > loss_0: 2.5466408729553223 (2.5020419302440824) | > loss_gen: 2.525624990463257 (2.4085374105544317) | > loss_kl: 3.1365883350372314 (3.047114758264451) | > loss_feat: 6.711080551147461 (6.862529924937657) | > loss_mel: 14.830466270446777 (17.26330484662737) | > loss_duration: 2.182441473007202 (2.3666559628077914) | > loss_1: 29.386201858520508 (31.948143550327845)  --> STEP: 22 | > loss_disc: 2.3857169151306152 (2.496754429557107) | > loss_disc_real_0: 0.08718477934598923 (0.14352154257622632) | > loss_disc_real_1: 0.24724367260932922 (0.25702205435796216) | > loss_disc_real_2: 0.26595282554626465 (0.23314758186990564) | > loss_disc_real_3: 0.18300585448741913 (0.2610595896840095) | > loss_disc_real_4: 0.2268407940864563 (0.23851825161413712) | > loss_disc_real_5: 0.2439863234758377 (0.2411998754197901) | > loss_0: 2.3857169151306152 (2.496754429557107) | > loss_gen: 2.478689432144165 (2.4117261388085107) | > loss_kl: 2.7112908363342285 (3.0318500345403496) | > loss_feat: 8.430328369140625 (6.933793490583247) | > loss_mel: 17.91501808166504 (17.29292817549272) | > loss_duration: 2.22188138961792 (2.3600753003900703) | > loss_1: 33.757205963134766 (32.03037366000089)  --> STEP: 23 | > loss_disc: 2.7506725788116455 (2.507794349089913) | > loss_disc_real_0: 0.26222890615463257 (0.14868273229702658) | > loss_disc_real_1: 0.26798713207244873 (0.25749879686728766) | > loss_disc_real_2: 0.21226976811885834 (0.2322398508372514) | > loss_disc_real_3: 0.3077186048030853 (0.2630882425152737) | > loss_disc_real_4: 0.24712245166301727 (0.23889234726843628) | > loss_disc_real_5: 0.27074795961380005 (0.24248457473257315) | > loss_0: 2.7506725788116455 (2.507794349089913) | > loss_gen: 2.240396738052368 (2.404277034427809) | > loss_kl: 2.9271256923675537 (3.0272968022719673) | > loss_feat: 4.032778739929199 (6.8076624144678535) | > loss_mel: 16.599319458007812 (17.262771274732508) | > loss_duration: 2.297111749649048 (2.3573377547056777) | > loss_1: 28.096731185913086 (31.859345726344895)  --> STEP: 24 | > loss_disc: 2.654191017150879 (2.51389421025912) | > loss_disc_real_0: 0.10430648922920227 (0.14683372216920057) | > loss_disc_real_1: 0.2591908574104309 (0.2575692993899186) | > loss_disc_real_2: 0.2420232743024826 (0.23264749348163605) | > loss_disc_real_3: 0.2421099841594696 (0.26221414841711516) | > loss_disc_real_4: 0.28796708583831787 (0.24093712804218134) | > loss_disc_real_5: 0.25909939408302307 (0.24317685887217522) | > loss_0: 2.654191017150879 (2.51389421025912) | > loss_gen: 2.2316412925720215 (2.3970838785171513) | > loss_kl: 2.544387102127075 (3.00717556476593) | > loss_feat: 6.142137050628662 (6.779932190974553) | > loss_mel: 17.741880416870117 (17.282734155654907) | > loss_duration: 2.414214611053467 (2.359707623720169) | > loss_1: 31.074262619018555 (31.8266339302063)  --> STEP: 25 | > loss_disc: 2.7874512672424316 (2.5248364925384523) | > loss_disc_real_0: 0.1504824459552765 (0.1469796711206436) | > loss_disc_real_1: 0.294052392244339 (0.25902862310409547) | > loss_disc_real_2: 0.27941080927848816 (0.23451802611351014) | > loss_disc_real_3: 0.3185786008834839 (0.2644687265157699) | > loss_disc_real_4: 0.2746637463569641 (0.24228619277477265) | > loss_disc_real_5: 0.2797311246395111 (0.24463902950286864) | > loss_0: 2.7874512672424316 (2.5248364925384523) | > loss_gen: 2.0663094520568848 (2.3838529014587406) | > loss_kl: 2.867685079574585 (3.0015959453582766) | > loss_feat: 4.471152305603027 (6.687580995559692) | > loss_mel: 15.605936050415039 (17.21566223144531) | > loss_duration: 2.4154903888702393 (2.361938934326172) | > loss_1: 27.42657470703125 (31.650631561279297)  --> STEP: 26 | > loss_disc: 2.592747926712036 (2.5274484707758975) | > loss_disc_real_0: 0.14495283365249634 (0.1469017158334072) | > loss_disc_real_1: 0.1983446180820465 (0.25669462291093975) | > loss_disc_real_2: 0.23170524835586548 (0.2344098423536007) | > loss_disc_real_3: 0.30603399872779846 (0.2660673908316172) | > loss_disc_real_4: 0.3019901216030121 (0.24458249772970492) | > loss_disc_real_5: 0.36637142300605774 (0.24932104463760668) | > loss_0: 2.592747926712036 (2.5274484707758975) | > loss_gen: 2.593804121017456 (2.391927948364845) | > loss_kl: 2.485333204269409 (2.9817396860856276) | > loss_feat: 9.109796524047852 (6.780743131270776) | > loss_mel: 19.27781867980957 (17.29497594099778) | > loss_duration: 2.286632776260376 (2.3590425436313334) | > loss_1: 35.75338363647461 (31.808429718017578) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025900327242337736 (+0.0001401809545663684) | > avg_loss_disc: 2.5274484707758975 (+0.08899318254910948) | > avg_loss_disc_real_0: 0.1469017158334072 (+0.010322305015646543) | > avg_loss_disc_real_1: 0.25669462291093975 (+0.08382720715151384) | > avg_loss_disc_real_2: 0.2344098423536007 (+0.014928282453463615) | > avg_loss_disc_real_3: 0.2660673908316172 (+0.04649160730724147) | > avg_loss_disc_real_4: 0.24458249772970492 (+0.009600126972565265) | > avg_loss_disc_real_5: 0.24932104463760668 (+0.02226224025854695) | > avg_loss_0: 2.5274484707758975 (+0.08899318254910948) | > avg_loss_gen: 2.391927948364845 (+0.13584742637781044) | > avg_loss_kl: 2.9817396860856276 (-0.2117263537186842) | > avg_loss_feat: 6.780743131270776 (-0.4245625000733595) | > avg_loss_mel: 17.29497594099778 (+0.07578083185049422) | > avg_loss_duration: 2.3590425436313334 (+0.0015021745975198897) | > avg_loss_1: 31.808429718017578 (-0.4231576185960009)  > EPOCH: 859/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:17:23)   --> TIME: 2024-06-12 05:17:25 -- STEP: 4/330 -- GLOBAL_STEP: 371475 | > loss_disc: 2.3419442176818848 (2.380361020565033) | > loss_disc_real_0: 0.0967988669872284 (0.12041684240102768) | > loss_disc_real_1: 0.16078762710094452 (0.21185516938567162) | > loss_disc_real_2: 0.18318846821784973 (0.23457519710063934) | > loss_disc_real_3: 0.23100224137306213 (0.2326493337750435) | > loss_disc_real_4: 0.23280270397663116 (0.23630184680223465) | > loss_disc_real_5: 0.23492246866226196 (0.232755146920681) | > loss_0: 2.3419442176818848 (2.380361020565033) | > grad_norm_0: tensor(6.4301, device='cuda:0') (tensor(8.5484, device='cuda:0')) | > loss_gen: 2.386603355407715 (2.564115524291992) | > loss_kl: 1.8898625373840332 (1.927743822336197) | > loss_feat: 6.755586624145508 (7.315555453300476) | > loss_mel: 17.663267135620117 (17.851037979125977) | > loss_duration: 2.1294960975646973 (2.1492438912391663) | > loss_1: 30.82481575012207 (31.807697296142578) | > grad_norm_1: tensor(64.9720, device='cuda:0') (tensor(57.3435, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3695 (0.39600908756256104) | > loader_time: 0.0033 (0.003286004066467285)  --> TIME: 2024-06-12 05:17:35 -- STEP: 29/330 -- GLOBAL_STEP: 371500 | > loss_disc: 2.4864797592163086 (2.3559064125192575) | > loss_disc_real_0: 0.11293990164995193 (0.11162513520183234) | > loss_disc_real_1: 0.2063978910446167 (0.20454032462218713) | > loss_disc_real_2: 0.17904770374298096 (0.20906299404029188) | > loss_disc_real_3: 0.229247584939003 (0.2265656523663422) | > loss_disc_real_4: 0.2463817447423935 (0.23100387895929403) | > loss_disc_real_5: 0.22474339604377747 (0.2212376445531845) | > loss_0: 2.4864797592163086 (2.3559064125192575) | > grad_norm_0: tensor(10.6917, device='cuda:0') (tensor(8.7981, device='cuda:0')) | > loss_gen: 2.3837616443634033 (2.4915779376852107) | > loss_kl: 2.015920639038086 (1.9195323031524132) | > loss_feat: 7.020713806152344 (7.00535093504807) | > loss_mel: 17.33135986328125 (17.561002534011312) | > loss_duration: 1.9764320850372314 (2.0088693520118452) | > loss_1: 30.72818946838379 (30.986333320880757) | > grad_norm_1: tensor(161.2977, device='cuda:0') (tensor(75.2567, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.352 (0.3714822818493021) | > loader_time: 0.0033 (0.003364382119014345) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_371500.pth  --> TIME: 2024-06-12 05:17:48 -- STEP: 54/330 -- GLOBAL_STEP: 371525 | > loss_disc: 2.379406452178955 (2.3575433978328) | > loss_disc_real_0: 0.11692284047603607 (0.10931794952463221) | > loss_disc_real_1: 0.173301100730896 (0.20035304625829062) | > loss_disc_real_2: 0.2247755080461502 (0.20818800037657773) | > loss_disc_real_3: 0.213259756565094 (0.22761808473754813) | > loss_disc_real_4: 0.24355658888816833 (0.23326905402872297) | > loss_disc_real_5: 0.22038497030735016 (0.22392792806581216) | > loss_0: 2.379406452178955 (2.3575433978328) | > grad_norm_0: tensor(14.2838, device='cuda:0') (tensor(8.8221, device='cuda:0')) | > loss_gen: 2.5160577297210693 (2.4873748046380504) | > loss_kl: 1.8405306339263916 (1.9339134980131079) | > loss_feat: 7.4295477867126465 (6.93364394152606) | > loss_mel: 17.326534271240234 (17.33407278414126) | > loss_duration: 1.9595153331756592 (1.9873876792413216) | > loss_1: 31.072185516357422 (30.676392731843173) | > grad_norm_1: tensor(132.9459, device='cuda:0') (tensor(84.4635, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3582 (0.3733652476911191) | > loader_time: 0.004 (0.003439395516007035)  --> TIME: 2024-06-12 05:17:58 -- STEP: 79/330 -- GLOBAL_STEP: 371550 | > loss_disc: 2.367588520050049 (2.3534662331206886) | > loss_disc_real_0: 0.11620258539915085 (0.10822674792401399) | > loss_disc_real_1: 0.1778484433889389 (0.1978079716238795) | > loss_disc_real_2: 0.2105502188205719 (0.2080505016861083) | > loss_disc_real_3: 0.2697884440422058 (0.22779153872139846) | > loss_disc_real_4: 0.2502579689025879 (0.23443072751353058) | > loss_disc_real_5: 0.24088585376739502 (0.22490167938455752) | > loss_0: 2.367588520050049 (2.3534662331206886) | > grad_norm_0: tensor(5.2307, device='cuda:0') (tensor(7.9761, device='cuda:0')) | > loss_gen: 2.4544150829315186 (2.4875320543216755) | > loss_kl: 2.0741639137268066 (1.9529411717306209) | > loss_feat: 6.650050163269043 (6.987944198560111) | > loss_mel: 16.58790397644043 (17.299497073209736) | > loss_duration: 1.9207303524017334 (1.9806901322135442) | > loss_1: 29.68726348876953 (30.708604716047457) | > grad_norm_1: tensor(51.8499, device='cuda:0') (tensor(77.0125, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.395 (0.3732167135311078) | > loader_time: 0.0042 (0.0035842189305945286)  --> TIME: 2024-06-12 05:18:07 -- STEP: 104/330 -- GLOBAL_STEP: 371575 | > loss_disc: 2.2631747722625732 (2.355337287370975) | > loss_disc_real_0: 0.10802768170833588 (0.10974769580822724) | > loss_disc_real_1: 0.1452810913324356 (0.19689031948263835) | > loss_disc_real_2: 0.20191770792007446 (0.20878520149451038) | > loss_disc_real_3: 0.2327045351266861 (0.22765588875000292) | > loss_disc_real_4: 0.22512412071228027 (0.2337072451527302) | > loss_disc_real_5: 0.24262873828411102 (0.22469636769248888) | > loss_0: 2.2631747722625732 (2.355337287370975) | > grad_norm_0: tensor(10.4070, device='cuda:0') (tensor(8.0413, device='cuda:0')) | > loss_gen: 2.667583465576172 (2.4802338756047773) | > loss_kl: 2.105264186859131 (1.9653738748568754) | > loss_feat: 8.432255744934082 (6.992381696517651) | > loss_mel: 17.145402908325195 (17.266264401949357) | > loss_duration: 2.0322153568267822 (1.9844936992113407) | > loss_1: 32.382720947265625 (30.68874762608455) | > grad_norm_1: tensor(234.1107, device='cuda:0') (tensor(80.3049, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3632 (0.37331755573932934) | > loader_time: 0.0037 (0.0036590924629798303)  --> TIME: 2024-06-12 05:18:17 -- STEP: 129/330 -- GLOBAL_STEP: 371600 | > loss_disc: 2.421450614929199 (2.36370343755382) | > loss_disc_real_0: 0.10263393819332123 (0.11096013475989186) | > loss_disc_real_1: 0.20573486387729645 (0.19813248226346902) | > loss_disc_real_2: 0.2052844613790512 (0.20975956736608997) | > loss_disc_real_3: 0.2587616443634033 (0.2288055419921875) | > loss_disc_real_4: 0.24610929191112518 (0.23329476030297983) | > loss_disc_real_5: 0.2797045111656189 (0.22474941426469375) | > loss_0: 2.421450614929199 (2.36370343755382) | > grad_norm_0: tensor(7.8831, device='cuda:0') (tensor(8.3403, device='cuda:0')) | > loss_gen: 2.4808056354522705 (2.473050827203796) | > loss_kl: 2.045496940612793 (1.9751200528107873) | > loss_feat: 6.734785079956055 (6.977799873943477) | > loss_mel: 17.783056259155273 (17.258128779803123) | > loss_duration: 1.968778371810913 (1.9877890708834627) | > loss_1: 31.012924194335938 (30.67188867672469) | > grad_norm_1: tensor(117.6589, device='cuda:0') (tensor(86.4515, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3881 (0.37371386483658187) | > loader_time: 0.0042 (0.003738778506138528)  --> TIME: 2024-06-12 05:18:27 -- STEP: 154/330 -- GLOBAL_STEP: 371625 | > loss_disc: 2.4542789459228516 (2.366482646434338) | > loss_disc_real_0: 0.11087419837713242 (0.11197317715782623) | > loss_disc_real_1: 0.19047850370407104 (0.19807744045536246) | > loss_disc_real_2: 0.23590196669101715 (0.2096449655371827) | > loss_disc_real_3: 0.24599894881248474 (0.22906288282050716) | > loss_disc_real_4: 0.21570038795471191 (0.23304051189840613) | > loss_disc_real_5: 0.2563665509223938 (0.22476245404837963) | > loss_0: 2.4542789459228516 (2.366482646434338) | > grad_norm_0: tensor(6.2745, device='cuda:0') (tensor(8.4569, device='cuda:0')) | > loss_gen: 2.3521082401275635 (2.4684545126828286) | > loss_kl: 2.0411064624786377 (1.9823444168288986) | > loss_feat: 6.8724212646484375 (6.965367106648235) | > loss_mel: 17.11037826538086 (17.229482279195402) | > loss_duration: 2.0152149200439453 (1.9916908764219903) | > loss_1: 30.3912296295166 (30.63733924518932) | > grad_norm_1: tensor(60.6772, device='cuda:0') (tensor(88.8868, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3846 (0.3759330449166237) | > loader_time: 0.0049 (0.003838094798001376)  --> TIME: 2024-06-12 05:18:37 -- STEP: 179/330 -- GLOBAL_STEP: 371650 | > loss_disc: 2.437879800796509 (2.374844119535479) | > loss_disc_real_0: 0.10150770097970963 (0.1135281287758044) | > loss_disc_real_1: 0.21436789631843567 (0.19873777722846203) | > loss_disc_real_2: 0.22265851497650146 (0.21075865235075605) | > loss_disc_real_3: 0.22200852632522583 (0.2297422364770367) | > loss_disc_real_4: 0.23225727677345276 (0.23363828942096432) | > loss_disc_real_5: 0.24640204012393951 (0.22488128797635015) | > loss_0: 2.437879800796509 (2.374844119535479) | > grad_norm_0: tensor(15.1607, device='cuda:0') (tensor(9.3451, device='cuda:0')) | > loss_gen: 2.4012832641601562 (2.465663614219793) | > loss_kl: 2.0120675563812256 (1.9897249137889073) | > loss_feat: 7.238619327545166 (6.960608013515366) | > loss_mel: 16.28903579711914 (17.20766856017725) | > loss_duration: 2.062257766723633 (1.9986216349308716) | > loss_1: 30.003263473510742 (30.622286780586457) | > grad_norm_1: tensor(215.5257, device='cuda:0') (tensor(106.7249, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3952 (0.3783960688713545) | > loader_time: 0.0043 (0.003950513274975996)  --> TIME: 2024-06-12 05:18:47 -- STEP: 204/330 -- GLOBAL_STEP: 371675 | > loss_disc: 2.2075142860412598 (2.376024075582915) | > loss_disc_real_0: 0.11008556187152863 (0.11523213201001578) | > loss_disc_real_1: 0.16760645806789398 (0.1991415886464073) | > loss_disc_real_2: 0.1843666136264801 (0.21131109183325486) | > loss_disc_real_3: 0.19757965207099915 (0.22975206506602905) | > loss_disc_real_4: 0.14853878319263458 (0.23274201249667242) | > loss_disc_real_5: 0.16525423526763916 (0.2238007745175969) | > loss_0: 2.2075142860412598 (2.376024075582915) | > grad_norm_0: tensor(21.4061, device='cuda:0') (tensor(11.0408, device='cuda:0')) | > loss_gen: 2.643566370010376 (2.467432411277994) | > loss_kl: 2.0206680297851562 (1.9974818013462365) | > loss_feat: 8.898242950439453 (6.969704412946514) | > loss_mel: 16.951807022094727 (17.182121239456468) | > loss_duration: 2.0106143951416016 (2.0065317159774274) | > loss_1: 32.524898529052734 (30.623271558798997) | > grad_norm_1: tensor(422.0074, device='cuda:0') (tensor(131.2830, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.3979 (0.38067307659223987) | > loader_time: 0.005 (0.00405036117516312)  --> TIME: 2024-06-12 05:18:58 -- STEP: 229/330 -- GLOBAL_STEP: 371700 | > loss_disc: 2.407482147216797 (2.3821072755422135) | > loss_disc_real_0: 0.12066406011581421 (0.11594248423149492) | > loss_disc_real_1: 0.2458939403295517 (0.20045654859605322) | > loss_disc_real_2: 0.26662498712539673 (0.21196286985447313) | > loss_disc_real_3: 0.2606278657913208 (0.2303667047658862) | > loss_disc_real_4: 0.26761314272880554 (0.23281282700565706) | > loss_disc_real_5: 0.21832197904586792 (0.22386514899772325) | > loss_0: 2.407482147216797 (2.3821072755422135) | > grad_norm_0: tensor(43.1403, device='cuda:0') (tensor(12.9903, device='cuda:0')) | > loss_gen: 2.4993348121643066 (2.472058307656033) | > loss_kl: 1.9863632917404175 (2.0056890051437777) | > loss_feat: 6.6980133056640625 (6.95164252160418) | > loss_mel: 17.398513793945312 (17.135896349577923) | > loss_duration: 2.1283493041992188 (2.0155732095501824) | > loss_1: 30.710573196411133 (30.580859338352255) | > grad_norm_1: tensor(354.3689, device='cuda:0') (tensor(153.2462, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.4018 (0.3834942178434682) | > loader_time: 0.0077 (0.004181591183858146)  --> TIME: 2024-06-12 05:19:08 -- STEP: 254/330 -- GLOBAL_STEP: 371725 | > loss_disc: 2.4671363830566406 (2.3781486242774905) | > loss_disc_real_0: 0.13397271931171417 (0.11637227430822343) | > loss_disc_real_1: 0.212540864944458 (0.1998232208251015) | > loss_disc_real_2: 0.20643197000026703 (0.21177472661095342) | > loss_disc_real_3: 0.23146918416023254 (0.22988750650657444) | > loss_disc_real_4: 0.1994500756263733 (0.2324927563625058) | > loss_disc_real_5: 0.24891769886016846 (0.2227485693228526) | > loss_0: 2.4671363830566406 (2.3781486242774905) | > grad_norm_0: tensor(52.2609, device='cuda:0') (tensor(14.3549, device='cuda:0')) | > loss_gen: 2.3562660217285156 (2.477468512189669) | > loss_kl: 2.063220262527466 (2.0090361645841224) | > loss_feat: 8.014077186584473 (6.967500519564771) | > loss_mel: 16.920129776000977 (17.0853357239971) | > loss_duration: 2.051668643951416 (2.0235364094493886) | > loss_1: 31.40536117553711 (30.562877264548476) | > grad_norm_1: tensor(548.9396, device='cuda:0') (tensor(177.0740, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.4162 (0.3871675579566657) | > loader_time: 0.0055 (0.004303795146191213)  --> TIME: 2024-06-12 05:19:20 -- STEP: 279/330 -- GLOBAL_STEP: 371750 | > loss_disc: 2.365701675415039 (2.379292496643614) | > loss_disc_real_0: 0.11567451059818268 (0.1173805631296609) | > loss_disc_real_1: 0.20353437960147858 (0.19984852146076906) | > loss_disc_real_2: 0.2461080402135849 (0.21191219424688684) | > loss_disc_real_3: 0.24484477937221527 (0.2299765050411225) | > loss_disc_real_4: 0.23957346379756927 (0.23261593057904192) | > loss_disc_real_5: 0.24889035522937775 (0.22262602280758617) | > loss_0: 2.365701675415039 (2.379292496643614) | > grad_norm_0: tensor(23.8569, device='cuda:0') (tensor(15.0477, device='cuda:0')) | > loss_gen: 2.4681622982025146 (2.4748316896431755) | > loss_kl: 2.0050132274627686 (2.0158558015755) | > loss_feat: 6.677491188049316 (6.964691370618813) | > loss_mel: 16.59568214416504 (17.03346687918496) | > loss_duration: 2.1254777908325195 (2.0331529301981766) | > loss_1: 29.871826171875 (30.521998634475107) | > grad_norm_1: tensor(115.3764, device='cuda:0') (tensor(190.5378, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.4436 (0.39187773923292823) | > loader_time: 0.0065 (0.004453459948194498)  --> TIME: 2024-06-12 05:19:32 -- STEP: 304/330 -- GLOBAL_STEP: 371775 | > loss_disc: 2.448638916015625 (2.3833492837454155) | > loss_disc_real_0: 0.16662412881851196 (0.11896836760110761) | > loss_disc_real_1: 0.18168550729751587 (0.19954191295332036) | > loss_disc_real_2: 0.20396515727043152 (0.21196816293032536) | > loss_disc_real_3: 0.24983954429626465 (0.230125017415144) | > loss_disc_real_4: 0.24186591804027557 (0.23265617056504675) | > loss_disc_real_5: 0.19067822396755219 (0.22313219563741432) | > loss_0: 2.448638916015625 (2.3833492837454155) | > grad_norm_0: tensor(16.0483, device='cuda:0') (tensor(15.3031, device='cuda:0')) | > loss_gen: 2.3644728660583496 (2.469307578707996) | > loss_kl: 2.0275166034698486 (2.018041738554052) | > loss_feat: 7.166438102722168 (6.970951999488628) | > loss_mel: 16.153457641601562 (16.987477864089758) | > loss_duration: 2.187589406967163 (2.04396250726361) | > loss_1: 29.89947509765625 (30.489741639087075) | > grad_norm_1: tensor(132.8624, device='cuda:0') (tensor(193.7381, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 0.4991 (0.3983807375556545) | > loader_time: 0.0074 (0.004614036334188361)  --> TIME: 2024-06-12 05:19:59 -- STEP: 329/330 -- GLOBAL_STEP: 371800 | > loss_disc: 2.5124940872192383 (2.3906587402146635) | > loss_disc_real_0: 0.12389408051967621 (0.12123238016769154) | > loss_disc_real_1: 0.3720877468585968 (0.20110060999277524) | > loss_disc_real_2: 0.16755859553813934 (0.21210993631632485) | > loss_disc_real_3: 0.1967788189649582 (0.23021886228246896) | > loss_disc_real_4: 0.21122479438781738 (0.2330822355388508) | > loss_disc_real_5: 0.1946842074394226 (0.2236051827578559) | > loss_0: 2.5124940872192383 (2.3906587402146635) | > grad_norm_0: tensor(10.6840, device='cuda:0') (tensor(15.3801, device='cuda:0')) | > loss_gen: 2.3656392097473145 (2.4632429982391177) | > loss_kl: 2.2954607009887695 (2.0278553136576276) | > loss_feat: 10.825188636779785 (7.044500366895031) | > loss_mel: 16.897621154785156 (16.959188467101114) | > loss_duration: 2.2986104488372803 (2.0587117835018773) | > loss_1: 34.68252182006836 (30.55349889134926) | > grad_norm_1: tensor(232.8254, device='cuda:0') (tensor(194.9073, device='cuda:0')) | > current_lr_0: 0.00017963655217232815 | > current_lr_1: 0.00017963655217232815 | > step_time: 13.2963 (0.4499943111442869) | > loader_time: 0.0331 (0.005047502488713134)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.71990704536438 (2.71990704536438) | > loss_disc_real_0: 0.31097739934921265 (0.31097739934921265) | > loss_disc_real_1: 0.26515382528305054 (0.26515382528305054) | > loss_disc_real_2: 0.2123144119977951 (0.2123144119977951) | > loss_disc_real_3: 0.31157052516937256 (0.31157052516937256) | > loss_disc_real_4: 0.2899969220161438 (0.2899969220161438) | > loss_disc_real_5: 0.2825653851032257 (0.2825653851032257) | > loss_0: 2.71990704536438 (2.71990704536438) | > loss_gen: 2.4815399646759033 (2.4815399646759033) | > loss_kl: 2.1930932998657227 (2.1930932998657227) | > loss_feat: 4.771580696105957 (4.771580696105957) | > loss_mel: 13.782702445983887 (13.782702445983887) | > loss_duration: 3.046271324157715 (3.046271324157715) | > loss_1: 26.275188446044922 (26.275188446044922)  --> STEP: 1 | > loss_disc: 2.290764808654785 (2.290764808654785) | > loss_disc_real_0: 0.17324323952198029 (0.17324323952198029) | > loss_disc_real_1: 0.19156555831432343 (0.19156555831432343) | > loss_disc_real_2: 0.16096222400665283 (0.16096222400665283) | > loss_disc_real_3: 0.21840886771678925 (0.21840886771678925) | > loss_disc_real_4: 0.23061485588550568 (0.23061485588550568) | > loss_disc_real_5: 0.21754223108291626 (0.21754223108291626) | > loss_0: 2.290764808654785 (2.290764808654785) | > loss_gen: 2.4018616676330566 (2.4018616676330566) | > loss_kl: 2.7940919399261475 (2.7940919399261475) | > loss_feat: 6.821754455566406 (6.821754455566406) | > loss_mel: 18.647951126098633 (18.647951126098633) | > loss_duration: 2.581132411956787 (2.581132411956787) | > loss_1: 33.24679183959961 (33.24679183959961)  --> STEP: 2 | > loss_disc: 2.500436544418335 (2.39560067653656) | > loss_disc_real_0: 0.12892788648605347 (0.15108556300401688) | > loss_disc_real_1: 0.19017139077186584 (0.19086847454309464) | > loss_disc_real_2: 0.21519435942173004 (0.18807829171419144) | > loss_disc_real_3: 0.3235991597175598 (0.27100401371717453) | > loss_disc_real_4: 0.25445541739463806 (0.24253513664007187) | > loss_disc_real_5: 0.31421715021133423 (0.26587969064712524) | > loss_0: 2.500436544418335 (2.39560067653656) | > loss_gen: 2.4216513633728027 (2.4117565155029297) | > loss_kl: 3.09591007232666 (2.945001006126404) | > loss_feat: 5.194247722625732 (6.008001089096069) | > loss_mel: 18.108760833740234 (18.378355979919434) | > loss_duration: 2.5258634090423584 (2.5534979104995728) | > loss_1: 31.346433639526367 (32.29661273956299)  --> STEP: 3 | > loss_disc: 2.5188510417938232 (2.4366841316223145) | > loss_disc_real_0: 0.12138387560844421 (0.141185000538826) | > loss_disc_real_1: 0.15760250389575958 (0.17977981766064963) | > loss_disc_real_2: 0.1686301976442337 (0.1815955936908722) | > loss_disc_real_3: 0.2624590992927551 (0.26815570890903473) | > loss_disc_real_4: 0.20973046123981476 (0.23160024483998617) | > loss_disc_real_5: 0.2647460699081421 (0.2655018170674642) | > loss_0: 2.5188510417938232 (2.4366841316223145) | > loss_gen: 2.083899974822998 (2.3024710019429526) | > loss_kl: 3.594308614730835 (3.1614368756612143) | > loss_feat: 6.273406505584717 (6.096469561258952) | > loss_mel: 18.802200317382812 (18.51963742574056) | > loss_duration: 2.4117422103881836 (2.506246010462443) | > loss_1: 33.165557861328125 (32.5862611134847)  --> STEP: 4 | > loss_disc: 2.448967695236206 (2.4397550225257874) | > loss_disc_real_0: 0.1190495491027832 (0.1356511376798153) | > loss_disc_real_1: 0.21643538773059845 (0.18894371017813683) | > loss_disc_real_2: 0.20755241811275482 (0.18808479979634285) | > loss_disc_real_3: 0.20823311805725098 (0.2531750611960888) | > loss_disc_real_4: 0.16152377426624298 (0.21408112719655037) | > loss_disc_real_5: 0.2278115600347519 (0.2560792528092861) | > loss_0: 2.448967695236206 (2.4397550225257874) | > loss_gen: 2.160630226135254 (2.267010807991028) | > loss_kl: 3.5930683612823486 (3.269344747066498) | > loss_feat: 7.872012138366699 (6.540355205535889) | > loss_mel: 17.149656295776367 (18.17714214324951) | > loss_duration: 2.4459855556488037 (2.491180896759033) | > loss_1: 33.221351623535156 (32.745033740997314)  --> STEP: 5 | > loss_disc: 2.465414524078369 (2.4448869228363037) | > loss_disc_real_0: 0.1633722484111786 (0.14119535982608794) | > loss_disc_real_1: 0.2724854052066803 (0.20565204918384553) | > loss_disc_real_2: 0.22810141742229462 (0.1960881233215332) | > loss_disc_real_3: 0.29532507061958313 (0.2616050630807877) | > loss_disc_real_4: 0.2990027070045471 (0.23106544315814972) | > loss_disc_real_5: 0.2222837656736374 (0.24932015538215638) | > loss_0: 2.465414524078369 (2.4448869228363037) | > loss_gen: 2.722564220428467 (2.3581214904785157) | > loss_kl: 2.638594627380371 (3.1431947231292723) | > loss_feat: 5.611708641052246 (6.35462589263916) | > loss_mel: 18.43442153930664 (18.228598022460936) | > loss_duration: 2.3399391174316406 (2.4609325408935545) | > loss_1: 31.747228622436523 (32.54547271728516)  --> STEP: 6 | > loss_disc: 2.5243911743164062 (2.458137631416321) | > loss_disc_real_0: 0.22035937011241913 (0.15438936154047647) | > loss_disc_real_1: 0.2633902430534363 (0.21527508149544397) | > loss_disc_real_2: 0.17602169513702393 (0.192743718624115) | > loss_disc_real_3: 0.27857011556625366 (0.2644325718283653) | > loss_disc_real_4: 0.21463167667388916 (0.22832648207743964) | > loss_disc_real_5: 0.17521806061267853 (0.23696980625391006) | > loss_0: 2.5243911743164062 (2.458137631416321) | > loss_gen: 2.462721347808838 (2.3755548000335693) | > loss_kl: 2.33957839012146 (3.0092586676279702) | > loss_feat: 6.827927589416504 (6.433509508768718) | > loss_mel: 18.37847900390625 (18.253578186035156) | > loss_duration: 2.173524856567383 (2.413031260172526) | > loss_1: 32.18223190307617 (32.48493258158366)  --> STEP: 7 | > loss_disc: 2.2181787490844727 (2.4238577910831998) | > loss_disc_real_0: 0.14376488327980042 (0.15287157893180847) | > loss_disc_real_1: 0.15388667583465576 (0.20650530925818852) | > loss_disc_real_2: 0.2141028493642807 (0.19579502301556723) | > loss_disc_real_3: 0.24555638432502747 (0.2617359736136028) | > loss_disc_real_4: 0.1978045254945755 (0.2239662025656019) | > loss_disc_real_5: 0.17431539297103882 (0.22801917578492845) | > loss_0: 2.2181787490844727 (2.4238577910831998) | > loss_gen: 2.4735381603240967 (2.389552422932216) | > loss_kl: 4.781380653381348 (3.262418951307024) | > loss_feat: 7.9131059646606445 (6.644880431038993) | > loss_mel: 18.276395797729492 (18.256837844848633) | > loss_duration: 2.5354106426239014 (2.430514029094151) | > loss_1: 35.97983169555664 (32.9842038835798)  --> STEP: 8 | > loss_disc: 2.3724007606506348 (2.417425662279129) | > loss_disc_real_0: 0.2152923345565796 (0.16067417338490486) | > loss_disc_real_1: 0.2029266655445099 (0.2060579787939787) | > loss_disc_real_2: 0.18876922130584717 (0.19491679780185223) | > loss_disc_real_3: 0.19590310752391815 (0.2535068653523922) | > loss_disc_real_4: 0.2322140336036682 (0.22499718144536018) | > loss_disc_real_5: 0.18430207669734955 (0.2225545383989811) | > loss_0: 2.3724007606506348 (2.417425662279129) | > loss_gen: 2.4017953872680664 (2.3910827934741974) | > loss_kl: 3.4494307041168213 (3.285795420408249) | > loss_feat: 7.858988285064697 (6.796643912792206) | > loss_mel: 18.734830856323242 (18.31658697128296) | > loss_duration: 2.3085365295410156 (2.415266841650009) | > loss_1: 34.75358200073242 (33.20537614822388)  --> STEP: 9 | > loss_disc: 2.424863815307617 (2.418252123726739) | > loss_disc_real_0: 0.205682635307312 (0.16567511359850565) | > loss_disc_real_1: 0.14215123653411865 (0.19895722965399423) | > loss_disc_real_2: 0.20610882341861725 (0.196160356203715) | > loss_disc_real_3: 0.21013689041137695 (0.24868797924783495) | > loss_disc_real_4: 0.17780020833015442 (0.21975307332144844) | > loss_disc_real_5: 0.1462508589029312 (0.2140763517883089) | > loss_0: 2.424863815307617 (2.418252123726739) | > loss_gen: 2.1356699466705322 (2.3627035882737903) | > loss_kl: 2.6503822803497314 (3.2151939604017468) | > loss_feat: 10.654062271118164 (7.225245952606201) | > loss_mel: 19.527814865112305 (18.451167848375107) | > loss_duration: 2.1672558784484863 (2.387710067960951) | > loss_1: 37.13518524169922 (33.642021603054474)  --> STEP: 10 | > loss_disc: 2.3095521926879883 (2.4073821306228638) | > loss_disc_real_0: 0.10732629895210266 (0.15984023213386536) | > loss_disc_real_1: 0.18477126955986023 (0.19753863364458085) | > loss_disc_real_2: 0.14420731365680695 (0.1909650519490242) | > loss_disc_real_3: 0.2596699893474579 (0.24978618025779725) | > loss_disc_real_4: 0.2154824435710907 (0.21932601034641266) | > loss_disc_real_5: 0.25503695011138916 (0.2181724116206169) | > loss_0: 2.3095521926879883 (2.4073821306228638) | > loss_gen: 2.425813674926758 (2.369014596939087) | > loss_kl: 2.3572933673858643 (3.129403901100159) | > loss_feat: 7.708744525909424 (7.273595809936523) | > loss_mel: 19.01321792602539 (18.507372856140137) | > loss_duration: 2.4186935424804688 (2.390808415412903) | > loss_1: 33.923763275146484 (33.670195770263675)  --> STEP: 11 | > loss_disc: 2.5554513931274414 (2.4208429726687344) | > loss_disc_real_0: 0.24575763940811157 (0.1676509055224332) | > loss_disc_real_1: 0.2707939147949219 (0.2041982046582482) | > loss_disc_real_2: 0.18521186709403992 (0.19044203514402563) | > loss_disc_real_3: 0.2836381196975708 (0.25286362929777667) | > loss_disc_real_4: 0.2603137493133545 (0.22305216843431647) | > loss_disc_real_5: 0.267396479845047 (0.22264732691374692) | > loss_0: 2.5554513931274414 (2.4208429726687344) | > loss_gen: 2.3586020469665527 (2.3680680014870386) | > loss_kl: 3.5161478519439697 (3.1645624420859595) | > loss_feat: 3.641793966293335 (6.943432005968961) | > loss_mel: 12.191832542419434 (17.933232827620074) | > loss_duration: 2.500922679901123 (2.40081880309365) | > loss_1: 24.209299087524414 (32.810114253651015)  --> STEP: 12 | > loss_disc: 2.5799367427825928 (2.434100786844889) | > loss_disc_real_0: 0.16499008238315582 (0.16742917026082674) | > loss_disc_real_1: 0.2624330520629883 (0.2090511086086432) | > loss_disc_real_2: 0.23309600353240967 (0.1939965325097243) | > loss_disc_real_3: 0.2933821380138397 (0.2562401716907819) | > loss_disc_real_4: 0.25167787075042725 (0.22543764362732568) | > loss_disc_real_5: 0.21988922357559204 (0.22241748496890068) | > loss_0: 2.5799367427825928 (2.434100786844889) | > loss_gen: 2.4253852367401123 (2.372844437758128) | > loss_kl: 2.749798059463501 (3.129998743534088) | > loss_feat: 6.448492050170898 (6.902187009652455) | > loss_mel: 15.561836242675781 (17.735616445541382) | > loss_duration: 2.252676486968994 (2.388473610083262) | > loss_1: 29.438186645507812 (32.52912028630575)  --> STEP: 13 | > loss_disc: 2.5071358680725098 (2.439718870016245) | > loss_disc_real_0: 0.17304883897304535 (0.16786145246945894) | > loss_disc_real_1: 0.2072809934616089 (0.20891494590502518) | > loss_disc_real_2: 0.22458720207214355 (0.1963496609376027) | > loss_disc_real_3: 0.22624395787715912 (0.2539327706281955) | > loss_disc_real_4: 0.21842175722122192 (0.2248979600576254) | > loss_disc_real_5: 0.1988660991191864 (0.22060583990353805) | > loss_0: 2.5071358680725098 (2.439718870016245) | > loss_gen: 2.1045942306518555 (2.352209806442261) | > loss_kl: 3.3491129875183105 (3.1468536853790283) | > loss_feat: 5.135655403137207 (6.7662999629974365) | > loss_mel: 15.687942504882812 (17.578103065490723) | > loss_duration: 2.3186824321746826 (2.383105057936448) | > loss_1: 28.59598731994629 (32.226571596585785)  --> STEP: 14 | > loss_disc: 2.3426711559295654 (2.4327868904386247) | > loss_disc_real_0: 0.16301178932189941 (0.16751504795891897) | > loss_disc_real_1: 0.1617402583360672 (0.20554532536438533) | > loss_disc_real_2: 0.17726387083530426 (0.19498639021600997) | > loss_disc_real_3: 0.19273297488689423 (0.24956135664667403) | > loss_disc_real_4: 0.2159830629825592 (0.2242611816951207) | > loss_disc_real_5: 0.1642969250679016 (0.21658377455813543) | > loss_0: 2.3426711559295654 (2.4327868904386247) | > loss_gen: 2.2069849967956543 (2.341836605753218) | > loss_kl: 3.8571574687957764 (3.1975896699087962) | > loss_feat: 7.461482524871826 (6.815955860274179) | > loss_mel: 18.29155921936035 (17.629064219338552) | > loss_duration: 2.385809898376465 (2.383298260825021) | > loss_1: 34.20299530029297 (32.367744718279155)  --> STEP: 15 | > loss_disc: 2.305245876312256 (2.4242841561635333) | > loss_disc_real_0: 0.1295822560787201 (0.1649861951669057) | > loss_disc_real_1: 0.1493300348520279 (0.20179763933022818) | > loss_disc_real_2: 0.21779029071331024 (0.1965066502491633) | > loss_disc_real_3: 0.1987038105726242 (0.2461708535750707) | > loss_disc_real_4: 0.22912932932376862 (0.22458572487036388) | > loss_disc_real_5: 0.22156696021556854 (0.21691598693529765) | > loss_0: 2.305245876312256 (2.4242841561635333) | > loss_gen: 2.3320069313049316 (2.341181294123332) | > loss_kl: 3.670807123184204 (3.2291375001271567) | > loss_feat: 6.596841335296631 (6.801348225275675) | > loss_mel: 17.075590133666992 (17.59216594696045) | > loss_duration: 2.3338918685913086 (2.3800045013427735) | > loss_1: 32.00913619995117 (32.34383748372396)  --> STEP: 16 | > loss_disc: 2.377943992614746 (2.4213878959417343) | > loss_disc_real_0: 0.15876732766628265 (0.16459751594811678) | > loss_disc_real_1: 0.19339124858379364 (0.201272239908576) | > loss_disc_real_2: 0.2379869669675827 (0.19909917004406452) | > loss_disc_real_3: 0.251144677400589 (0.2464817175641656) | > loss_disc_real_4: 0.19310806691646576 (0.22261837124824524) | > loss_disc_real_5: 0.1823088377714157 (0.21475304011255503) | > loss_0: 2.377943992614746 (2.4213878959417343) | > loss_gen: 2.387921094894409 (2.3441025316715245) | > loss_kl: 3.3697571754455566 (3.2379262298345566) | > loss_feat: 8.062485694885254 (6.880169317126274) | > loss_mel: 16.07584571838379 (17.497395932674408) | > loss_duration: 2.392390727996826 (2.3807786405086517) | > loss_1: 32.28839874267578 (32.34037256240845)  --> STEP: 17 | > loss_disc: 2.248281240463257 (2.411205151501824) | > loss_disc_real_0: 0.0781344622373581 (0.15951145396513097) | > loss_disc_real_1: 0.14016026258468628 (0.19767741771305308) | > loss_disc_real_2: 0.15304213762283325 (0.1963899328428156) | > loss_disc_real_3: 0.22097137570381165 (0.2449811092194389) | > loss_disc_real_4: 0.1520007848739624 (0.21846439557916977) | > loss_disc_real_5: 0.1529899686574936 (0.2111199182622573) | > loss_0: 2.248281240463257 (2.411205151501824) | > loss_gen: 2.1452796459198 (2.332407067803776) | > loss_kl: 2.4246885776519775 (3.19008872088264) | > loss_feat: 9.488365173339844 (7.0335926027858955) | > loss_mel: 18.44938087463379 (17.553395046907312) | > loss_duration: 2.423616409301758 (2.3832985092611874) | > loss_1: 34.93132781982422 (32.49278169519761)  --> STEP: 18 | > loss_disc: 2.3270678520202637 (2.4065308570861816) | > loss_disc_real_0: 0.16956719756126404 (0.16007010638713837) | > loss_disc_real_1: 0.1696944236755371 (0.1961228069331911) | > loss_disc_real_2: 0.1583569496870041 (0.19427698933415943) | > loss_disc_real_3: 0.17754536867141724 (0.24123467918899325) | > loss_disc_real_4: 0.1789141446352005 (0.21626715941561592) | > loss_disc_real_5: 0.1808607578277588 (0.20943885379367405) | > loss_0: 2.3270678520202637 (2.4065308570861816) | > loss_gen: 2.2477426528930664 (2.3277034891976256) | > loss_kl: 2.746234178543091 (3.1654301351971097) | > loss_feat: 10.392852783203125 (7.220218168364631) | > loss_mel: 18.102014541625977 (17.583873907725017) | > loss_duration: 2.2818734645843506 (2.3776637845569186) | > loss_1: 35.770713806152344 (32.6748890346951)  --> STEP: 19 | > loss_disc: 2.565152883529663 (2.4148793847937333) | > loss_disc_real_0: 0.24079421162605286 (0.16431874350497597) | > loss_disc_real_1: 0.1796892285346985 (0.19525788175432304) | > loss_disc_real_2: 0.22158096730709076 (0.19571404080641897) | > loss_disc_real_3: 0.2528088390827179 (0.24184384549918927) | > loss_disc_real_4: 0.2355446070432663 (0.21728176192233437) | > loss_disc_real_5: 0.21992731094360352 (0.20999087785419665) | > loss_0: 2.565152883529663 (2.4148793847937333) | > loss_gen: 2.2150533199310303 (2.3217745329204362) | > loss_kl: 2.2161288261413574 (3.1154669084047018) | > loss_feat: 6.281991958618164 (7.170837841535869) | > loss_mel: 16.448144912719727 (17.52409869746158) | > loss_duration: 2.4021029472351074 (2.3789500562768233) | > loss_1: 29.56342315673828 (32.51112767269737)  --> STEP: 20 | > loss_disc: 2.292081832885742 (2.4087395071983337) | > loss_disc_real_0: 0.1748589426279068 (0.1648457534611225) | > loss_disc_real_1: 0.1745176911354065 (0.1942208722233772) | > loss_disc_real_2: 0.14144764840602875 (0.19300072118639947) | > loss_disc_real_3: 0.3001176714897156 (0.2447575367987156) | > loss_disc_real_4: 0.2356557846069336 (0.21820046305656432) | > loss_disc_real_5: 0.2399599850177765 (0.21148933321237565) | > loss_0: 2.292081832885742 (2.4087395071983337) | > loss_gen: 2.5369977951049805 (2.3325356960296633) | > loss_kl: 2.327012062072754 (3.076044166088104) | > loss_feat: 5.693650245666504 (7.096978461742401) | > loss_mel: 18.188325881958008 (17.5573100566864) | > loss_duration: 2.3713276386260986 (2.378568935394287) | > loss_1: 31.1173152923584 (32.44143705368042)  --> STEP: 21 | > loss_disc: 2.34818172454834 (2.40585580326262) | > loss_disc_real_0: 0.17013181746006012 (0.16509747079440526) | > loss_disc_real_1: 0.24788987636566162 (0.19677653908729548) | > loss_disc_real_2: 0.21910150349140167 (0.19424361558187575) | > loss_disc_real_3: 0.2567733824253082 (0.24532971992379143) | > loss_disc_real_4: 0.23344184458255768 (0.21892624312923067) | > loss_disc_real_5: 0.19266605377197266 (0.21059298657235645) | > loss_0: 2.34818172454834 (2.40585580326262) | > loss_gen: 2.5546274185180664 (2.3431114923386347) | > loss_kl: 3.2956724166870117 (3.086502654211862) | > loss_feat: 6.355582237243652 (7.061673879623413) | > loss_mel: 15.5224609375 (17.46041247958229) | > loss_duration: 2.14318585395813 (2.3673602172306607) | > loss_1: 29.871530532836914 (32.31906055268787)  --> STEP: 22 | > loss_disc: 2.547805070877075 (2.4123080426996406) | > loss_disc_real_0: 0.13703875243663788 (0.16382207450541583) | > loss_disc_real_1: 0.20638522505760193 (0.19721329754049124) | > loss_disc_real_2: 0.26593655347824097 (0.19750238548625598) | > loss_disc_real_3: 0.2566750645637512 (0.24584541740742596) | > loss_disc_real_4: 0.24263189733028412 (0.2200037728656422) | > loss_disc_real_5: 0.27112284302711487 (0.21334434368393637) | > loss_0: 2.547805070877075 (2.4123080426996406) | > loss_gen: 2.349015235900879 (2.343379844318737) | > loss_kl: 2.5350921154022217 (3.0614385388114234) | > loss_feat: 7.658925533294678 (7.088821682063016) | > loss_mel: 17.276809692382812 (17.452066898345947) | > loss_duration: 2.1919593811035156 (2.359387451952154) | > loss_1: 32.011802673339844 (32.30509428544478)  --> STEP: 23 | > loss_disc: 2.564110040664673 (2.4189081295676855) | > loss_disc_real_0: 0.13741913437843323 (0.16267412058685138) | > loss_disc_real_1: 0.13147960603237152 (0.19435531095318168) | > loss_disc_real_2: 0.16489839553833008 (0.19608482070591138) | > loss_disc_real_3: 0.25666919350624084 (0.24631601636824402) | > loss_disc_real_4: 0.25879618525505066 (0.22169039949126865) | > loss_disc_real_5: 0.20454487204551697 (0.21296175796052683) | > loss_0: 2.564110040664673 (2.4189081295676855) | > loss_gen: 2.1595239639282227 (2.3353861103887144) | > loss_kl: 2.8241329193115234 (3.051120903180993) | > loss_feat: 7.927242279052734 (7.125274751497352) | > loss_mel: 16.51878547668457 (17.411489445230234) | > loss_duration: 2.303349733352661 (2.35695102940435) | > loss_1: 31.733034133911133 (32.28022210494332)  --> STEP: 24 | > loss_disc: 2.507268190383911 (2.4225897987683616) | > loss_disc_real_0: 0.252996027469635 (0.166437533373634) | > loss_disc_real_1: 0.2205449938774109 (0.19544654774169123) | > loss_disc_real_2: 0.22986453771591187 (0.1974923089146614) | > loss_disc_real_3: 0.2641680836677551 (0.24705985250572363) | > loss_disc_real_4: 0.24709340929985046 (0.2227488582332929) | > loss_disc_real_5: 0.19080528616905212 (0.21203857163588205) | > loss_0: 2.507268190383911 (2.4225897987683616) | > loss_gen: 2.3893630504608154 (2.3376351495583854) | > loss_kl: 2.4453067779541016 (3.025878647963206) | > loss_feat: 5.9394097328186035 (7.0758637090524035) | > loss_mel: 15.89535140991211 (17.34831702709198) | > loss_duration: 2.4517948627471924 (2.360902855793635) | > loss_1: 29.121225357055664 (32.148597240448005)  --> STEP: 25 | > loss_disc: 2.490570068359375 (2.425309009552002) | > loss_disc_real_0: 0.21891380846500397 (0.16853658437728883) | > loss_disc_real_1: 0.21774187684059143 (0.19633836090564724) | > loss_disc_real_2: 0.2986384332180023 (0.20153815388679505) | > loss_disc_real_3: 0.24311575293540955 (0.24690208852291107) | > loss_disc_real_4: 0.19797810912132263 (0.22175802826881408) | > loss_disc_real_5: 0.24397364258766174 (0.21331597447395326) | > loss_0: 2.490570068359375 (2.425309009552002) | > loss_gen: 2.4935715198516846 (2.3438726043701172) | > loss_kl: 2.6721129417419434 (3.0117280197143557) | > loss_feat: 6.110443115234375 (7.037246885299683) | > loss_mel: 15.380454063415527 (17.26960250854492) | > loss_duration: 2.4427528381347656 (2.36417685508728) | > loss_1: 29.099334716796875 (32.026626739501964)  --> STEP: 26 | > loss_disc: 2.7250075340270996 (2.436835875877967) | > loss_disc_real_0: 0.12626945972442627 (0.1669109257367941) | > loss_disc_real_1: 0.16631141304969788 (0.19518347829580304) | > loss_disc_real_2: 0.26897096633911133 (0.2041317235964995) | > loss_disc_real_3: 0.26768097281455994 (0.2477012763802822) | > loss_disc_real_4: 0.21225804090499878 (0.22139264413943657) | > loss_disc_real_5: 0.17025071382522583 (0.21165961829515603) | > loss_0: 2.7250075340270996 (2.436835875877967) | > loss_gen: 1.6687499284744263 (2.3179063476048984) | > loss_kl: 1.8956581354141235 (2.9688022549335775) | > loss_feat: 6.082549571990967 (7.000527757864732) | > loss_mel: 13.364396095275879 (17.11940226188073) | > loss_duration: 2.2771072387695312 (2.360828023690444) | > loss_1: 25.288461685180664 (31.767466545104988) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023486155730027417 (-0.00024141715123103188) | > avg_loss_disc: 2.436835875877967 (-0.09061259489793061) | > avg_loss_disc_real_0: 0.1669109257367941 (+0.02000920990338692) | > avg_loss_disc_real_1: 0.19518347829580304 (-0.06151114461513671) | > avg_loss_disc_real_2: 0.2041317235964995 (-0.030278118757101208) | > avg_loss_disc_real_3: 0.2477012763802822 (-0.018366114451334986) | > avg_loss_disc_real_4: 0.22139264413943657 (-0.023189853590268344) | > avg_loss_disc_real_5: 0.21165961829515603 (-0.03766142634245065) | > avg_loss_0: 2.436835875877967 (-0.09061259489793061) | > avg_loss_gen: 2.3179063476048984 (-0.07402160075994635) | > avg_loss_kl: 2.9688022549335775 (-0.012937431152050038) | > avg_loss_feat: 7.000527757864732 (+0.21978462659395603) | > avg_loss_mel: 17.11940226188073 (-0.17557367911705057) | > avg_loss_duration: 2.360828023690444 (+0.0017854800591106113) | > avg_loss_1: 31.767466545104988 (-0.04096317291259055)  > EPOCH: 860/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:20:05)   --> TIME: 2024-06-12 05:20:15 -- STEP: 24/330 -- GLOBAL_STEP: 371825 | > loss_disc: 2.3013863563537598 (2.321843792994817) | > loss_disc_real_0: 0.09696529805660248 (0.10269695644577344) | > loss_disc_real_1: 0.19907933473587036 (0.19243459651867548) | > loss_disc_real_2: 0.21068741381168365 (0.20662325682739416) | > loss_disc_real_3: 0.2320806384086609 (0.22513797444601855) | > loss_disc_real_4: 0.22610704600811005 (0.23027543847759566) | > loss_disc_real_5: 0.22268818318843842 (0.22022349076966444) | > loss_0: 2.3013863563537598 (2.321843792994817) | > grad_norm_0: tensor(5.8612, device='cuda:0') (tensor(10.2306, device='cuda:0')) | > loss_gen: 2.6180484294891357 (2.510566413402558) | > loss_kl: 1.8463423252105713 (1.9240664442380269) | > loss_feat: 7.514005661010742 (6.985395650068919) | > loss_mel: 17.494112014770508 (17.341762463251744) | > loss_duration: 1.9337276220321655 (2.0220528145631156) | > loss_1: 31.406234741210938 (30.78384343783061) | > grad_norm_1: tensor(92.2622, device='cuda:0') (tensor(117.1383, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3602 (0.35959869623184204) | > loader_time: 0.0031 (0.0031703909238179526)  --> TIME: 2024-06-12 05:20:24 -- STEP: 49/330 -- GLOBAL_STEP: 371850 | > loss_disc: 2.444183826446533 (2.3597312654767717) | > loss_disc_real_0: 0.09712226688861847 (0.10652602722450179) | > loss_disc_real_1: 0.19041015207767487 (0.1939386910929972) | > loss_disc_real_2: 0.23038199543952942 (0.21103784624411134) | > loss_disc_real_3: 0.23589879274368286 (0.2293524711715932) | > loss_disc_real_4: 0.19611158967018127 (0.2313760798804614) | > loss_disc_real_5: 0.21962623298168182 (0.22192920014566306) | > loss_0: 2.444183826446533 (2.3597312654767717) | > grad_norm_0: tensor(21.2654, device='cuda:0') (tensor(9.6033, device='cuda:0')) | > loss_gen: 2.398547887802124 (2.5025595937456404) | > loss_kl: 1.8768807649612427 (1.9403901148815543) | > loss_feat: 7.774982929229736 (7.0677238970386735) | > loss_mel: 17.308351516723633 (17.36360055573132) | > loss_duration: 1.938126802444458 (1.9887385125062906) | > loss_1: 31.296892166137695 (30.863012508470185) | > grad_norm_1: tensor(368.6992, device='cuda:0') (tensor(109.9135, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3543 (0.35814794715569936) | > loader_time: 0.0034 (0.0034094635321169483)  --> TIME: 2024-06-12 05:20:33 -- STEP: 74/330 -- GLOBAL_STEP: 371875 | > loss_disc: 2.323636293411255 (2.3622734836629915) | > loss_disc_real_0: 0.07912680506706238 (0.10822447620936342) | > loss_disc_real_1: 0.21454794704914093 (0.19468200871267835) | > loss_disc_real_2: 0.2029031366109848 (0.21081579899465713) | > loss_disc_real_3: 0.22123382985591888 (0.2296609318739659) | > loss_disc_real_4: 0.25190070271492004 (0.23321765862606667) | > loss_disc_real_5: 0.2421855479478836 (0.2240126582013594) | > loss_0: 2.323636293411255 (2.3622734836629915) | > grad_norm_0: tensor(10.0179, device='cuda:0') (tensor(10.3619, device='cuda:0')) | > loss_gen: 2.581965446472168 (2.4956383866232796) | > loss_kl: 2.1558773517608643 (1.960312820769645) | > loss_feat: 7.205204963684082 (7.0401346361314925) | > loss_mel: 17.401329040527344 (17.38953567195583) | > loss_duration: 1.9140148162841797 (1.9773229682767712) | > loss_1: 31.258390426635742 (30.86294431944151) | > grad_norm_1: tensor(127.7644, device='cuda:0') (tensor(126.3453, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3584 (0.3600556302714991) | > loader_time: 0.0037 (0.0035399456281919738)  --> TIME: 2024-06-12 05:20:43 -- STEP: 99/330 -- GLOBAL_STEP: 371900 | > loss_disc: 2.2287535667419434 (2.35565451178888) | > loss_disc_real_0: 0.11634716391563416 (0.10943319949537816) | > loss_disc_real_1: 0.20943085849285126 (0.19563998522782566) | > loss_disc_real_2: 0.1851300299167633 (0.21146299667430646) | > loss_disc_real_3: 0.22522704303264618 (0.22851454985864234) | > loss_disc_real_4: 0.2510966658592224 (0.2326077033172954) | > loss_disc_real_5: 0.2398400455713272 (0.22221559105497418) | > loss_0: 2.2287535667419434 (2.35565451178888) | > grad_norm_0: tensor(10.4014, device='cuda:0') (tensor(10.6580, device='cuda:0')) | > loss_gen: 2.633903741836548 (2.502404884858565) | > loss_kl: 1.9589916467666626 (1.9730498068260425) | > loss_feat: 7.373447418212891 (7.046865785964812) | > loss_mel: 17.642250061035156 (17.313511646155156) | > loss_duration: 2.010089159011841 (1.9789547233870535) | > loss_1: 31.618682861328125 (30.81478673761541) | > grad_norm_1: tensor(187.4144, device='cuda:0') (tensor(142.9753, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3822 (0.3614948638761886) | > loader_time: 0.0039 (0.0036232013895054057)  --> TIME: 2024-06-12 05:20:52 -- STEP: 124/330 -- GLOBAL_STEP: 371925 | > loss_disc: 2.328033685684204 (2.3612757844309664) | > loss_disc_real_0: 0.0743696317076683 (0.11064507812261581) | > loss_disc_real_1: 0.1786383092403412 (0.19560297794880405) | > loss_disc_real_2: 0.21141411364078522 (0.2124043710289463) | > loss_disc_real_3: 0.22415776550769806 (0.2290996299876321) | > loss_disc_real_4: 0.21805185079574585 (0.23261781589638802) | > loss_disc_real_5: 0.19082778692245483 (0.22189607315005794) | > loss_0: 2.328033685684204 (2.3612757844309664) | > grad_norm_0: tensor(12.1811, device='cuda:0') (tensor(11.5372, device='cuda:0')) | > loss_gen: 2.4350128173828125 (2.492257754648885) | > loss_kl: 1.8876851797103882 (1.987368756724942) | > loss_feat: 7.184551239013672 (7.013359677407049) | > loss_mel: 17.99676513671875 (17.28529850129159) | > loss_duration: 2.0138120651245117 (1.9839545728698853) | > loss_1: 31.517826080322266 (30.762239194685414) | > grad_norm_1: tensor(267.9093, device='cuda:0') (tensor(158.2991, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3706 (0.36312007134960544) | > loader_time: 0.0048 (0.0037339560447200654)  --> TIME: 2024-06-12 05:21:02 -- STEP: 149/330 -- GLOBAL_STEP: 371950 | > loss_disc: 2.401353120803833 (2.3587298681271958) | > loss_disc_real_0: 0.1356523633003235 (0.11102335625046851) | > loss_disc_real_1: 0.20587651431560516 (0.19652188574307716) | > loss_disc_real_2: 0.21484576165676117 (0.21232351470713645) | > loss_disc_real_3: 0.2346111387014389 (0.22885825700007828) | > loss_disc_real_4: 0.23318253457546234 (0.23162688774950552) | > loss_disc_real_5: 0.2071773111820221 (0.22148162676584002) | > loss_0: 2.401353120803833 (2.3587298681271958) | > grad_norm_0: tensor(38.8790, device='cuda:0') (tensor(13.5127, device='cuda:0')) | > loss_gen: 2.465934991836548 (2.503006943120252) | > loss_kl: 1.9495906829833984 (1.9990411796825844) | > loss_feat: 6.590778827667236 (7.053438660282417) | > loss_mel: 16.67400550842285 (17.257831765501297) | > loss_duration: 2.0192959308624268 (1.9889260338456838) | > loss_1: 29.69960594177246 (30.802244506426305) | > grad_norm_1: tensor(86.8248, device='cuda:0') (tensor(186.2440, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3781 (0.365396982871446) | > loader_time: 0.0043 (0.003812889124723089)  --> TIME: 2024-06-12 05:21:12 -- STEP: 174/330 -- GLOBAL_STEP: 371975 | > loss_disc: 2.474613904953003 (2.361110203567593) | > loss_disc_real_0: 0.19564975798130035 (0.1118461951699065) | > loss_disc_real_1: 0.21254776418209076 (0.19634399383232512) | > loss_disc_real_2: 0.20574508607387543 (0.211755635152603) | > loss_disc_real_3: 0.2200426161289215 (0.2298419900324153) | > loss_disc_real_4: 0.23251214623451233 (0.23266354537215725) | > loss_disc_real_5: 0.21407660841941833 (0.22178240265996976) | > loss_0: 2.474613904953003 (2.361110203567593) | > grad_norm_0: tensor(30.8827, device='cuda:0') (tensor(15.8882, device='cuda:0')) | > loss_gen: 2.40029239654541 (2.5092491391061365) | > loss_kl: 2.0635454654693604 (2.010640266297877) | > loss_feat: 6.6702728271484375 (7.075444709295514) | > loss_mel: 17.66504669189453 (17.233660401969132) | > loss_duration: 2.0954160690307617 (1.9953670803157764) | > loss_1: 30.894573211669922 (30.824361494217797) | > grad_norm_1: tensor(65.4813, device='cuda:0') (tensor(210.9473, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.3746 (0.3683329313650899) | > loader_time: 0.0048 (0.0038998236601380095)  --> TIME: 2024-06-12 05:21:22 -- STEP: 199/330 -- GLOBAL_STEP: 372000 | > loss_disc: 2.3965322971343994 (2.3602830992272144) | > loss_disc_real_0: 0.2186306118965149 (0.11295574199614214) | > loss_disc_real_1: 0.21709570288658142 (0.1965696839381702) | > loss_disc_real_2: 0.21807065606117249 (0.21141419833029934) | > loss_disc_real_3: 0.22270508110523224 (0.2296359300912924) | > loss_disc_real_4: 0.22659547626972198 (0.23249364625568966) | > loss_disc_real_5: 0.24389375746250153 (0.2210284119574868) | > loss_0: 2.3965322971343994 (2.3602830992272144) | > grad_norm_0: tensor(58.2110, device='cuda:0') (tensor(17.6637, device='cuda:0')) | > loss_gen: 2.4535646438598633 (2.509703281536772) | > loss_kl: 1.9988195896148682 (2.016107133884526) | > loss_feat: 6.253983974456787 (7.069749185188332) | > loss_mel: 16.238187789916992 (17.189904845539658) | > loss_duration: 2.1508970260620117 (2.0048658344613854) | > loss_1: 29.095455169677734 (30.7903302063295) | > grad_norm_1: tensor(287.6885, device='cuda:0') (tensor(232.6919, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.4197 (0.37269918523242124) | > loader_time: 0.0046 (0.004023337484005111) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_372000.pth  --> TIME: 2024-06-12 05:21:37 -- STEP: 224/330 -- GLOBAL_STEP: 372025 | > loss_disc: 2.4062752723693848 (2.3619904464908994) | > loss_disc_real_0: 0.11987686157226562 (0.11402061036122697) | > loss_disc_real_1: 0.15723592042922974 (0.19618696153962187) | > loss_disc_real_2: 0.1635519415140152 (0.2111732468142041) | > loss_disc_real_3: 0.2247582972049713 (0.23004418165822113) | > loss_disc_real_4: 0.19240227341651917 (0.23214553236695273) | > loss_disc_real_5: 0.19984588027000427 (0.22094448263357794) | > loss_0: 2.4062752723693848 (2.3619904464908994) | > grad_norm_0: tensor(7.2292, device='cuda:0') (tensor(18.6603, device='cuda:0')) | > loss_gen: 2.320603609085083 (2.5049318916031282) | > loss_kl: 2.1874587535858154 (2.023069246539049) | > loss_feat: 7.303512096405029 (7.07377027613776) | > loss_mel: 17.205373764038086 (17.14266894119128) | > loss_duration: 2.1221742630004883 (2.0129833540746156) | > loss_1: 31.139122009277344 (30.757423673357284) | > grad_norm_1: tensor(101.4831, device='cuda:0') (tensor(249.0286, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.4083 (0.3787009311573846) | > loader_time: 0.0044 (0.004155857222420832)  --> TIME: 2024-06-12 05:21:48 -- STEP: 249/330 -- GLOBAL_STEP: 372050 | > loss_disc: 2.4827332496643066 (2.363190321558449) | > loss_disc_real_0: 0.12422560900449753 (0.11525963632816291) | > loss_disc_real_1: 0.19967930018901825 (0.1962716127016458) | > loss_disc_real_2: 0.2155451774597168 (0.21100548633849286) | > loss_disc_real_3: 0.24339254200458527 (0.229784693823282) | > loss_disc_real_4: 0.25792932510375977 (0.2321865005665515) | > loss_disc_real_5: 0.25322458148002625 (0.22109536856532575) | > loss_0: 2.4827332496643066 (2.363190321558449) | > grad_norm_0: tensor(8.7779, device='cuda:0') (tensor(18.6672, device='cuda:0')) | > loss_gen: 2.331747531890869 (2.4982130977523367) | > loss_kl: 2.2018628120422363 (2.02849496895051) | > loss_feat: 6.206845283508301 (7.046074218060597) | > loss_mel: 16.275264739990234 (17.105542902965635) | > loss_duration: 2.09733247756958 (2.0219092445679956) | > loss_1: 29.113052368164062 (30.70023443229706) | > grad_norm_1: tensor(111.0337, device='cuda:0') (tensor(248.0404, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.4098 (0.3830469209985082) | > loader_time: 0.0049 (0.004260536178527589)  --> TIME: 2024-06-12 05:21:59 -- STEP: 274/330 -- GLOBAL_STEP: 372075 | > loss_disc: 2.3374249935150146 (2.367369392492474) | > loss_disc_real_0: 0.09641337394714355 (0.11652745477800823) | > loss_disc_real_1: 0.24109713733196259 (0.19658710774931593) | > loss_disc_real_2: 0.2146502137184143 (0.21138171438318099) | > loss_disc_real_3: 0.2634538412094116 (0.2300122476515979) | > loss_disc_real_4: 0.2347402572631836 (0.23245886185743514) | > loss_disc_real_5: 0.21989069879055023 (0.22186069723463406) | > loss_0: 2.3374249935150146 (2.367369392492474) | > grad_norm_0: tensor(33.8717, device='cuda:0') (tensor(18.9446, device='cuda:0')) | > loss_gen: 2.518221616744995 (2.4912276163588465) | > loss_kl: 2.1389474868774414 (2.0340452015835018) | > loss_feat: 7.131088733673096 (7.034230026885541) | > loss_mel: 15.349696159362793 (17.046825725666803) | > loss_duration: 2.117307662963867 (2.0306816666665757) | > loss_1: 29.255260467529297 (30.637010205401122) | > grad_norm_1: tensor(801.6391, device='cuda:0') (tensor(249.8865, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.4385 (0.387743253777497) | > loader_time: 0.0057 (0.004361841800439099)  --> TIME: 2024-06-12 05:22:11 -- STEP: 299/330 -- GLOBAL_STEP: 372100 | > loss_disc: 2.4067463874816895 (2.3699942631865016) | > loss_disc_real_0: 0.09742256253957748 (0.11744543045360507) | > loss_disc_real_1: 0.18545770645141602 (0.1967777069097378) | > loss_disc_real_2: 0.20760291814804077 (0.211354818830522) | > loss_disc_real_3: 0.21200045943260193 (0.22958298650473655) | > loss_disc_real_4: 0.2590057849884033 (0.23259605826143437) | > loss_disc_real_5: 0.21978679299354553 (0.2218914818903276) | > loss_0: 2.4067463874816895 (2.3699942631865016) | > grad_norm_0: tensor(24.9344, device='cuda:0') (tensor(20.0589, device='cuda:0')) | > loss_gen: 2.456888198852539 (2.4876668955570067) | > loss_kl: 2.124729633331299 (2.0380653529661568) | > loss_feat: 7.35207462310791 (7.03749953145566) | > loss_mel: 17.007339477539062 (17.00392284839847) | > loss_duration: 2.204014778137207 (2.041483937298575) | > loss_1: 31.14504623413086 (30.60863851464313) | > grad_norm_1: tensor(610.2137, device='cuda:0') (tensor(264.9611, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.4733 (0.393827625740332) | > loader_time: 0.0061 (0.0044833593145262056)  --> TIME: 2024-06-12 05:22:25 -- STEP: 324/330 -- GLOBAL_STEP: 372125 | > loss_disc: 2.453611373901367 (2.3739508007779513) | > loss_disc_real_0: 0.1138959527015686 (0.11932684878968162) | > loss_disc_real_1: 0.18245340883731842 (0.19730574196135559) | > loss_disc_real_2: 0.21025647222995758 (0.2116999565911146) | > loss_disc_real_3: 0.19882388412952423 (0.22990436865775674) | > loss_disc_real_4: 0.18184514343738556 (0.2322866006489889) | > loss_disc_real_5: 0.17424996197223663 (0.22151121313189287) | > loss_0: 2.453611373901367 (2.3739508007779513) | > grad_norm_0: tensor(22.1389, device='cuda:0') (tensor(21.1821, device='cuda:0')) | > loss_gen: 2.417534589767456 (2.486106593667724) | > loss_kl: 2.203155279159546 (2.043030663772866) | > loss_feat: 8.754735946655273 (7.081758990699861) | > loss_mel: 16.30923080444336 (16.96897285367237) | > loss_duration: 2.267340660095215 (2.0561881300843803) | > loss_1: 31.951995849609375 (30.636057170820823) | > grad_norm_1: tensor(541.1835, device='cuda:0') (tensor(279.3215, device='cuda:0')) | > current_lr_0: 0.0001796140976033066 | > current_lr_1: 0.0001796140976033066 | > step_time: 0.6011 (0.406013215765541) | > loader_time: 0.0081 (0.004713027565567581)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.478343963623047 (2.478343963623047) | > loss_disc_real_0: 0.26776379346847534 (0.26776379346847534) | > loss_disc_real_1: 0.15690913796424866 (0.15690913796424866) | > loss_disc_real_2: 0.2608543336391449 (0.2608543336391449) | > loss_disc_real_3: 0.2353183478116989 (0.2353183478116989) | > loss_disc_real_4: 0.17677558958530426 (0.17677558958530426) | > loss_disc_real_5: 0.2533978521823883 (0.2533978521823883) | > loss_0: 2.478343963623047 (2.478343963623047) | > loss_gen: 2.3506152629852295 (2.3506152629852295) | > loss_kl: 3.313275098800659 (3.313275098800659) | > loss_feat: 7.822061061859131 (7.822061061859131) | > loss_mel: 16.604568481445312 (16.604568481445312) | > loss_duration: 3.0220730304718018 (3.0220730304718018) | > loss_1: 33.11259078979492 (33.11259078979492)  --> STEP: 1 | > loss_disc: 2.474990129470825 (2.474990129470825) | > loss_disc_real_0: 0.1699131280183792 (0.1699131280183792) | > loss_disc_real_1: 0.24236707389354706 (0.24236707389354706) | > loss_disc_real_2: 0.28606587648391724 (0.28606587648391724) | > loss_disc_real_3: 0.2658545970916748 (0.2658545970916748) | > loss_disc_real_4: 0.28631141781806946 (0.28631141781806946) | > loss_disc_real_5: 0.19430197775363922 (0.19430197775363922) | > loss_0: 2.474990129470825 (2.474990129470825) | > loss_gen: 2.4620258808135986 (2.4620258808135986) | > loss_kl: 2.945401668548584 (2.945401668548584) | > loss_feat: 5.139125347137451 (5.139125347137451) | > loss_mel: 17.29836654663086 (17.29836654663086) | > loss_duration: 2.6186540126800537 (2.6186540126800537) | > loss_1: 30.463573455810547 (30.463573455810547)  --> STEP: 2 | > loss_disc: 2.3635411262512207 (2.419265627861023) | > loss_disc_real_0: 0.08842451125383377 (0.1291688196361065) | > loss_disc_real_1: 0.18155837059020996 (0.2119627222418785) | > loss_disc_real_2: 0.2142949253320694 (0.2501804009079933) | > loss_disc_real_3: 0.2630971670150757 (0.26447588205337524) | > loss_disc_real_4: 0.2665909230709076 (0.2764511704444885) | > loss_disc_real_5: 0.2489403784275055 (0.22162117809057236) | > loss_0: 2.3635411262512207 (2.419265627861023) | > loss_gen: 2.358355760574341 (2.4101908206939697) | > loss_kl: 2.794947624206543 (2.8701746463775635) | > loss_feat: 5.849122047424316 (5.494123697280884) | > loss_mel: 17.35689353942871 (17.327630043029785) | > loss_duration: 2.522646427154541 (2.5706502199172974) | > loss_1: 30.88196563720703 (30.67276954650879)  --> STEP: 3 | > loss_disc: 2.369886636734009 (2.402805964152018) | > loss_disc_real_0: 0.16222690045833588 (0.14018817991018295) | > loss_disc_real_1: 0.22471489012241364 (0.21621344486872354) | > loss_disc_real_2: 0.3204783499240875 (0.2736130505800247) | > loss_disc_real_3: 0.26141035556793213 (0.26345403989156085) | > loss_disc_real_4: 0.21151992678642273 (0.2548074225584666) | > loss_disc_real_5: 0.15989753603935242 (0.2010466307401657) | > loss_0: 2.369886636734009 (2.402805964152018) | > loss_gen: 2.5765955448150635 (2.4656590620676675) | > loss_kl: 3.023637533187866 (2.9213289419809976) | > loss_feat: 6.455173492431641 (5.814473628997803) | > loss_mel: 15.453819274902344 (16.703026453653973) | > loss_duration: 2.4064102172851562 (2.5159035523732505) | > loss_1: 29.91563606262207 (30.42039171854655)  --> STEP: 4 | > loss_disc: 2.461747169494629 (2.417541265487671) | > loss_disc_real_0: 0.12301681935787201 (0.13589533977210522) | > loss_disc_real_1: 0.1559998244047165 (0.2011600397527218) | > loss_disc_real_2: 0.33336544036865234 (0.2885511480271816) | > loss_disc_real_3: 0.24919407069683075 (0.25988904759287834) | > loss_disc_real_4: 0.25040167570114136 (0.2537059858441353) | > loss_disc_real_5: 0.17523348331451416 (0.19459334388375282) | > loss_0: 2.461747169494629 (2.417541265487671) | > loss_gen: 2.4769883155822754 (2.4684913754463196) | > loss_kl: 3.493004322052002 (3.064247786998749) | > loss_feat: 7.261544227600098 (6.1762412786483765) | > loss_mel: 17.29682159423828 (16.85147523880005) | > loss_duration: 2.4956469535827637 (2.5108394026756287) | > loss_1: 33.02400588989258 (31.071295261383057)  --> STEP: 5 | > loss_disc: 2.2334043979644775 (2.3807138919830324) | > loss_disc_real_0: 0.23440159857273102 (0.15559659153223038) | > loss_disc_real_1: 0.1619567573070526 (0.19331938326358794) | > loss_disc_real_2: 0.23623771965503693 (0.2780884623527527) | > loss_disc_real_3: 0.21556931734085083 (0.2510251015424728) | > loss_disc_real_4: 0.24401336908340454 (0.2517674624919891) | > loss_disc_real_5: 0.23509277403354645 (0.20269322991371155) | > loss_0: 2.2334043979644775 (2.3807138919830324) | > loss_gen: 2.8478035926818848 (2.5443538188934327) | > loss_kl: 3.1572206020355225 (3.0828423500061035) | > loss_feat: 7.647843360900879 (6.470561695098877) | > loss_mel: 18.47111701965332 (17.175403594970703) | > loss_duration: 2.463374614715576 (2.5013464450836183) | > loss_1: 34.58736038208008 (31.77450828552246)  --> STEP: 6 | > loss_disc: 2.429109811782837 (2.388779878616333) | > loss_disc_real_0: 0.12384533882141113 (0.15030471608042717) | > loss_disc_real_1: 0.15791171789169312 (0.18741810570160547) | > loss_disc_real_2: 0.2661488354206085 (0.27609852453072864) | > loss_disc_real_3: 0.2969772219657898 (0.25868378827969235) | > loss_disc_real_4: 0.23471282422542572 (0.24892502278089523) | > loss_disc_real_5: 0.18081089854240417 (0.1990461746851603) | > loss_0: 2.429109811782837 (2.388779878616333) | > loss_gen: 2.2821359634399414 (2.5006508429845176) | > loss_kl: 3.0273749828338623 (3.07359778881073) | > loss_feat: 6.284746170043945 (6.439592440923055) | > loss_mel: 19.092206954956055 (17.49487082163493) | > loss_duration: 2.2458982467651367 (2.458771745363871) | > loss_1: 32.9323616027832 (31.96748383839925)  --> STEP: 7 | > loss_disc: 2.774352550506592 (2.44386168888637) | > loss_disc_real_0: 0.2189955711364746 (0.16011769537414824) | > loss_disc_real_1: 0.27756714820861816 (0.20029654034546443) | > loss_disc_real_2: 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(3.2081748644510903) | > loss_feat: 6.391430854797363 (6.617351690928142) | > loss_mel: 17.5194091796875 (17.364004770914715) | > loss_duration: 2.2492265701293945 (2.4231338765886097) | > loss_1: 31.660125732421875 (32.18106693691678)  --> STEP: 10 | > loss_disc: 2.3903415203094482 (2.4585491895675657) | > loss_disc_real_0: 0.09485385566949844 (0.16932571232318877) | > loss_disc_real_1: 0.18531695008277893 (0.20031261891126634) | > loss_disc_real_2: 0.34432533383369446 (0.30140005350112914) | > loss_disc_real_3: 0.2947186529636383 (0.28227180391550066) | > loss_disc_real_4: 0.25012481212615967 (0.2566619083285332) | > loss_disc_real_5: 0.21155256032943726 (0.21952830404043197) | > loss_0: 2.3903415203094482 (2.4585491895675657) | > loss_gen: 2.52251935005188 (2.5638134479522705) | > loss_kl: 2.912407159805298 (3.178598093986511) | > loss_feat: 6.503993034362793 (6.606015825271607) | > loss_mel: 17.860698699951172 (17.41367416381836) | > loss_duration: 2.4969093799591064 (2.4305114269256594) | > loss_1: 32.29652786254883 (32.19261302947998)  --> STEP: 11 | > loss_disc: 2.489346981048584 (2.461348988793113) | > loss_disc_real_0: 0.23122230172157288 (0.17495267499576916) | > loss_disc_real_1: 0.16868184506893158 (0.19743709401650864) | > loss_disc_real_2: 0.300672322511673 (0.3013338961384513) | > loss_disc_real_3: 0.26705989241600037 (0.28088890287009155) | > loss_disc_real_4: 0.26727473735809326 (0.2576267109675841) | > loss_disc_real_5: 0.2770621180534363 (0.2247586507688869) | > loss_0: 2.489346981048584 (2.461348988793113) | > loss_gen: 2.6589877605438232 (2.572465658187866) | > loss_kl: 3.9319958686828613 (3.2470888007770884) | > loss_feat: 5.570117473602295 (6.511843247847124) | > loss_mel: 15.713234901428223 (17.259088776328348) | > loss_duration: 2.5267512798309326 (2.4392605044625024) | > loss_1: 30.401084899902344 (32.029746835882015)  --> STEP: 12 | > loss_disc: 2.4013326168060303 (2.456347624460856) | > loss_disc_real_0: 0.14339983463287354 (0.17232327163219452) | > loss_disc_real_1: 0.2138155996799469 (0.19880196948846182) | > loss_disc_real_2: 0.3110368251800537 (0.30214247355858487) | > loss_disc_real_3: 0.2597215175628662 (0.27912495409448945) | > loss_disc_real_4: 0.24100852012634277 (0.256241861730814) | > loss_disc_real_5: 0.14559297263622284 (0.21816151092449823) | > loss_0: 2.4013326168060303 (2.456347624460856) | > loss_gen: 2.376140594482422 (2.5561052362124124) | > loss_kl: 2.7445452213287354 (3.2052101691563926) | > loss_feat: 5.3349103927612305 (6.413765509923299) | > loss_mel: 14.782140731811523 (17.05267643928528) | > loss_duration: 2.344153642654419 (2.431334932645162) | > loss_1: 27.581890106201172 (31.65909210840861)  --> STEP: 13 | > loss_disc: 2.7874393463134766 (2.481816218449519) | > loss_disc_real_0: 0.4216497540473938 (0.19150223181797907) | > loss_disc_real_1: 0.21412579715251923 (0.19998072546262008) | > loss_disc_real_2: 0.29247045516967773 (0.3013984721440535) | > loss_disc_real_3: 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2.339095115661621 (2.4716218539646695) | > loss_gen: 2.622636556625366 (2.5533382892608643) | > loss_kl: 4.55530309677124 (3.3343122005462646) | > loss_feat: 6.435079574584961 (6.167384300913129) | > loss_mel: 16.922256469726562 (16.687931401388987) | > loss_duration: 2.4653611183166504 (2.4223391839436124) | > loss_1: 33.00063705444336 (31.165305273873464)  --> STEP: 15 | > loss_disc: 2.518698215484619 (2.4747602780659994) | > loss_disc_real_0: 0.17808222770690918 (0.18678962290287018) | > loss_disc_real_1: 0.15605273842811584 (0.19545783400535582) | > loss_disc_real_2: 0.27088549733161926 (0.29492687384287514) | > loss_disc_real_3: 0.2721409797668457 (0.28092570602893835) | > loss_disc_real_4: 0.22305500507354736 (0.2501563747723898) | > loss_disc_real_5: 0.20912693440914154 (0.2231069137652715) | > loss_0: 2.518698215484619 (2.4747602780659994) | > loss_gen: 2.2471868991851807 (2.532928196589152) | > loss_kl: 3.810452699661255 (3.366054900487264) | > loss_feat: 5.845763206481934 (6.145942894617717) | > loss_mel: 17.457937240600586 (16.739265124003094) | > loss_duration: 2.387739658355713 (2.4200325489044188) | > loss_1: 31.74907875061035 (31.204223505655925)  --> STEP: 16 | > loss_disc: 2.503877639770508 (2.476580113172531) | > loss_disc_real_0: 0.18317681550979614 (0.18656382244080305) | > loss_disc_real_1: 0.1983138918876648 (0.19563633762300014) | > loss_disc_real_2: 0.3127119243144989 (0.29603843949735165) | > loss_disc_real_3: 0.2823391556739807 (0.2810140466317535) | > loss_disc_real_4: 0.3025548756122589 (0.2534312810748816) | > loss_disc_real_5: 0.1801261156797409 (0.22042061388492584) | > loss_0: 2.503877639770508 (2.476580113172531) | > loss_gen: 2.6960816383361816 (2.5431252866983414) | > loss_kl: 3.1259477138519287 (3.3510482013225555) | > loss_feat: 7.976494789123535 (6.26035238802433) | > loss_mel: 15.517066955566406 (16.6628777384758) | > loss_duration: 2.4201529026031494 (2.4200400710105896) | > loss_1: 31.73574447631836 (31.237443566322327)  --> STEP: 17 | > loss_disc: 2.66558837890625 (2.4876982464509854) | > loss_disc_real_0: 0.3106587529182434 (0.19386352423359365) | > loss_disc_real_1: 0.21621516346931458 (0.1968468567904304) | > loss_disc_real_2: 0.33129164576530457 (0.2981121575131136) | > loss_disc_real_3: 0.32213830947875977 (0.2834331209168715) | > loss_disc_real_4: 0.28337693214416504 (0.25519278996131006) | > loss_disc_real_5: 0.37416622042655945 (0.22946447309325724) | > loss_0: 2.66558837890625 (2.4876982464509854) | > loss_gen: 2.9057390689849854 (2.564455509185791) | > loss_kl: 2.592233896255493 (3.3064120657303753) | > loss_feat: 5.423385143280029 (6.21111902068643) | > loss_mel: 16.470027923583984 (16.651533631717456) | > loss_duration: 2.492769241333008 (2.4243182575001434) | > loss_1: 29.8841552734375 (31.157838372623218)  --> STEP: 18 | > loss_disc: 2.1545748710632324 (2.469191392262777) | > loss_disc_real_0: 0.18004125356674194 (0.19309562030765745) | > loss_disc_real_1: 0.21309894323349 (0.1977497504817115) | > loss_disc_real_2: 0.3504570424556732 (0.30102020667658913) | > loss_disc_real_3: 0.21851204335689545 (0.27982639438576173) | > loss_disc_real_4: 0.2615707814693451 (0.25554712282286757) | > loss_disc_real_5: 0.24070753157138824 (0.2300890874531534) | > loss_0: 2.1545748710632324 (2.469191392262777) | > loss_gen: 3.3642821311950684 (2.60889032151964) | > loss_kl: 2.9039652347564697 (3.284053908454047) | > loss_feat: 11.929341316223145 (6.528798037105137) | > loss_mel: 15.849065780639648 (16.606952084435356) | > loss_duration: 2.2125351428985596 (2.4125525289111667) | > loss_1: 36.25918960571289 (31.441246774461533)  --> STEP: 19 | > loss_disc: 2.7086963653564453 (2.4817969171624434) | > loss_disc_real_0: 0.23862136900424957 (0.1954917123443202) | > loss_disc_real_1: 0.21382871270179749 (0.1985960116511897) | > loss_disc_real_2: 0.26791438460350037 (0.2992777949885318) | > loss_disc_real_3: 0.29710352420806885 (0.28073571700798844) | > loss_disc_real_4: 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(2.609352910518646) | > loss_kl: 2.5419039726257324 (3.1967853307724) | > loss_feat: 4.144956588745117 (6.546981561183929) | > loss_mel: 14.33631420135498 (16.48599452972412) | > loss_duration: 2.2923431396484375 (2.404199254512787) | > loss_1: 25.956485748291016 (31.24331350326538)  --> STEP: 21 | > loss_disc: 2.434788942337036 (2.4928814683641707) | > loss_disc_real_0: 0.11366790533065796 (0.20110057649158297) | > loss_disc_real_1: 0.21185117959976196 (0.20126416285832724) | > loss_disc_real_2: 0.367581844329834 (0.30218792103585745) | > loss_disc_real_3: 0.19791358709335327 (0.2768156883262453) | > loss_disc_real_4: 0.23678727447986603 (0.255175191022101) | > loss_disc_real_5: 0.28861096501350403 (0.23440374717825935) | > loss_0: 2.434788942337036 (2.4928814683641707) | > loss_gen: 2.731950283050537 (2.6151908806392123) | > loss_kl: 3.166419506072998 (3.1953393391200473) | > loss_feat: 5.97131872177124 (6.51956904502142) | > loss_mel: 16.612075805664062 (16.491998400006974) | > loss_duration: 2.0981345176696777 (2.3896247432345437) | > loss_1: 30.579898834228516 (31.21172232854934)  --> STEP: 22 | > loss_disc: 2.423250675201416 (2.4897164323113183) | > loss_disc_real_0: 0.23582413792610168 (0.202678920193152) | > loss_disc_real_1: 0.2302173674106598 (0.202580217610706) | > loss_disc_real_2: 0.2605518698692322 (0.30029537325555633) | > loss_disc_real_3: 0.2833055555820465 (0.2771106822924181) | > loss_disc_real_4: 0.22854240238666534 (0.25396460972049034) | > loss_disc_real_5: 0.22210991382598877 (0.23384493657133795) | > loss_0: 2.423250675201416 (2.4897164323113183) | > loss_gen: 2.618669033050537 (2.615348978476091) | > loss_kl: 2.626832962036133 (3.1694981401616875) | > loss_feat: 5.758666515350342 (6.484982566400007) | > loss_mel: 16.453874588012695 (16.490265499461778) | > loss_duration: 2.218358278274536 (2.3818399039181797) | > loss_1: 29.676403045654297 (31.141935088417746)  --> STEP: 23 | > loss_disc: 2.4590981006622314 (2.4883852005004887) | > loss_disc_real_0: 0.3057159185409546 (0.20715878968653473) | > loss_disc_real_1: 0.2174106240272522 (0.20322501788968625) | > loss_disc_real_2: 0.26156625151634216 (0.29861149839732964) | > loss_disc_real_3: 0.27137789130210876 (0.2768614305102307) | > loss_disc_real_4: 0.2795566916465759 (0.255077308934668) | > loss_disc_real_5: 0.25142204761505127 (0.23460915879062985) | > loss_0: 2.4590981006622314 (2.4883852005004887) | > loss_gen: 2.8696489334106445 (2.626405498255854) | > loss_kl: 2.8256287574768066 (3.1545472974362583) | > loss_feat: 6.628474712371826 (6.491221355355305) | > loss_mel: 16.23780059814453 (16.4792887646219) | > loss_duration: 2.3228468894958496 (2.3792749902476436) | > loss_1: 30.884401321411133 (31.130737968113113)  --> STEP: 24 | > loss_disc: 2.6531612873077393 (2.495250870784124) | > loss_disc_real_0: 0.22951896488666534 (0.20809046365320683) | > loss_disc_real_1: 0.1858762800693512 (0.20250215381383896) | > loss_disc_real_2: 0.3121868371963501 (0.2991771375139555) | > loss_disc_real_3: 0.24784092605113983 (0.2756522428244353) | > loss_disc_real_4: 0.2103659212589264 (0.2532143344481788) | > loss_disc_real_5: 0.18261946737766266 (0.23244292164842287) | > loss_0: 2.6531612873077393 (2.495250870784124) | > loss_gen: 2.22119402885437 (2.6095216870307922) | > loss_kl: 2.290595531463623 (3.1185493071873984) | > loss_feat: 6.8080363273620605 (6.504421979188919) | > loss_mel: 16.57868766784668 (16.483430385589596) | > loss_duration: 2.360098123550415 (2.378475954135259) | > loss_1: 30.258609771728516 (31.094399293263752)  --> STEP: 25 | > loss_disc: 2.363867998123169 (2.4899955558776856) | > loss_disc_real_0: 0.12493976205587387 (0.2047644355893135) | > loss_disc_real_1: 0.22968995571136475 (0.20358966588973998) | > loss_disc_real_2: 0.3101840317249298 (0.2996174132823945) | > loss_disc_real_3: 0.338019996881485 (0.2781469529867173) | > loss_disc_real_4: 0.2431691288948059 (0.2528125262260439) | > loss_disc_real_5: 0.21559834480285645 (0.23176913857460021) | > loss_0: 2.363867998123169 (2.4899955558776856) | > loss_gen: 2.7560858726501465 (2.6153842544555665) | > loss_kl: 2.347933292388916 (3.087724666595459) | > loss_feat: 7.206792831420898 (6.532516813278198) | > loss_mel: 16.086166381835938 (16.46753982543945) | > loss_duration: 2.421830415725708 (2.380210132598877) | > loss_1: 30.818809509277344 (31.0833757019043)  --> STEP: 26 | > loss_disc: 2.756701946258545 (2.500253493969257) | > loss_disc_real_0: 0.4096068739891052 (0.21264299091238242) | > loss_disc_real_1: 0.2442956268787384 (0.20515527977393225) | > loss_disc_real_2: 0.27532079815864563 (0.2986829280853272) | > loss_disc_real_3: 0.22795484960079193 (0.27621648747187405) | > loss_disc_real_4: 0.2536401152610779 (0.2528443565735452) | > loss_disc_real_5: 0.28373900055885315 (0.2337679794201484) | > loss_0: 2.756701946258545 (2.500253493969257) | > loss_gen: 2.8343446254730225 (2.623805807187007) | > loss_kl: 2.736624002456665 (3.074220794897813) | > loss_feat: 13.502374649047852 (6.800588268500108) | > loss_mel: 18.430362701416016 (16.54303301297701) | > loss_duration: 2.300837516784668 (2.377157339682946) | > loss_1: 39.804542541503906 (31.41880519573505) --> EVAL PERFORMANCE | > avg_loader_time: 0.002573398443368765 (+0.00022478287036602337) | > avg_loss_disc: 2.500253493969257 (+0.06341761809128998) | > avg_loss_disc_real_0: 0.21264299091238242 (+0.04573206517558831) | > avg_loss_disc_real_1: 0.20515527977393225 (+0.009971801478129205) | > avg_loss_disc_real_2: 0.2986829280853272 (+0.0945512044888277) | > avg_loss_disc_real_3: 0.27621648747187405 (+0.028515211091591858) | > avg_loss_disc_real_4: 0.2528443565735452 (+0.03145171243410863) | > avg_loss_disc_real_5: 0.2337679794201484 (+0.02210836112499237) | > avg_loss_0: 2.500253493969257 (+0.06341761809128998) | > avg_loss_gen: 2.623805807187007 (+0.3058994595821085) | > avg_loss_kl: 3.074220794897813 (+0.10541853996423534) | > avg_loss_feat: 6.800588268500108 (-0.19993948936462402) | > avg_loss_mel: 16.54303301297701 (-0.5763692489037204) | > avg_loss_duration: 2.377157339682946 (+0.016329315992502202) | > avg_loss_1: 31.41880519573505 (-0.3486613493699373)  > EPOCH: 861/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:22:48)   --> TIME: 2024-06-12 05:22:56 -- STEP: 19/330 -- GLOBAL_STEP: 372150 | > loss_disc: 2.2567641735076904 (2.3492609576175085) | > loss_disc_real_0: 0.11913986504077911 (0.10580395671882127) | > loss_disc_real_1: 0.18889403343200684 (0.20264116086457906) | > loss_disc_real_2: 0.1698714643716812 (0.2095196921574442) | > loss_disc_real_3: 0.17940935492515564 (0.22715310752391815) | > loss_disc_real_4: 0.2151656299829483 (0.24514020900977285) | > loss_disc_real_5: 0.18170516192913055 (0.2270092995543229) | > loss_0: 2.2567641735076904 (2.3492609576175085) | > grad_norm_0: tensor(9.9665, device='cuda:0') (tensor(10.6245, device='cuda:0')) | > loss_gen: 2.465904712677002 (2.506753833670365) | > loss_kl: 2.138669967651367 (1.9433373526522988) | > loss_feat: 7.782074928283691 (6.8934808781272485) | > loss_mel: 16.889612197875977 (17.473731392308288) | > loss_duration: 1.973641037940979 (2.048406481742859) | > loss_1: 31.249900817871094 (30.8657102082905) | > grad_norm_1: tensor(44.0669, device='cuda:0') (tensor(98.7964, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3431 (0.3551868890461169) | > loader_time: 0.0032 (0.003029471949527138)  --> TIME: 2024-06-12 05:23:05 -- STEP: 44/330 -- GLOBAL_STEP: 372175 | > loss_disc: 2.4139530658721924 (2.333221944895657) | > loss_disc_real_0: 0.11474715173244476 (0.10530488887293772) | > loss_disc_real_1: 0.18041962385177612 (0.19731592962687666) | > loss_disc_real_2: 0.22164872288703918 (0.20708157833326946) | > loss_disc_real_3: 0.23738721013069153 (0.22711168094114823) | > loss_disc_real_4: 0.22376278042793274 (0.2362105968323621) | > loss_disc_real_5: 0.2185284048318863 (0.22499532929875635) | > loss_0: 2.4139530658721924 (2.333221944895657) | > grad_norm_0: tensor(6.3386, device='cuda:0') (tensor(10.5494, device='cuda:0')) | > loss_gen: 2.513218879699707 (2.5234396674416284) | > loss_kl: 2.0068206787109375 (1.9406952451575885) | > loss_feat: 7.46458101272583 (7.079207962209528) | > loss_mel: 17.38966178894043 (17.364242467013273) | > loss_duration: 1.9259021282196045 (1.9968546032905576) | > loss_1: 31.30018424987793 (30.904440186240457) | > grad_norm_1: tensor(69.0408, device='cuda:0') (tensor(94.7897, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3695 (0.35573053359985346) | > loader_time: 0.0041 (0.00336401029066606)  --> TIME: 2024-06-12 05:23:14 -- STEP: 69/330 -- GLOBAL_STEP: 372200 | > loss_disc: 2.426753044128418 (2.341584965802621) | > loss_disc_real_0: 0.12287025153636932 (0.10514198297607726) | > loss_disc_real_1: 0.21098850667476654 (0.19701308227967526) | > loss_disc_real_2: 0.21219368278980255 (0.20868079148340915) | > loss_disc_real_3: 0.21381540596485138 (0.2281202691188757) | > loss_disc_real_4: 0.2322952002286911 (0.23518257145432458) | > loss_disc_real_5: 0.23184777796268463 (0.22449032228062119) | > loss_0: 2.426753044128418 (2.341584965802621) | > grad_norm_0: tensor(10.8147, device='cuda:0') (tensor(9.6473, device='cuda:0')) | > loss_gen: 2.4851787090301514 (2.497400971426481) | > loss_kl: 1.8976058959960938 (1.9629842474840689) | > loss_feat: 6.948904514312744 (7.017516115437383) | > loss_mel: 16.6353759765625 (17.259121466374047) | > loss_duration: 1.9276254177093506 (1.9829343747401582) | > loss_1: 29.894689559936523 (30.71995740697004) | > grad_norm_1: tensor(71.2430, device='cuda:0') (tensor(87.7350, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3692 (0.3583393891652425) | > loader_time: 0.0036 (0.003488395525061566)  --> TIME: 2024-06-12 05:23:24 -- STEP: 94/330 -- GLOBAL_STEP: 372225 | > loss_disc: 2.315927267074585 (2.3458642426957472) | > loss_disc_real_0: 0.129728764295578 (0.10602522237186736) | > loss_disc_real_1: 0.16115133464336395 (0.19745472977136047) | > loss_disc_real_2: 0.18436934053897858 (0.20913337836874293) | > loss_disc_real_3: 0.24395352602005005 (0.22988457660725775) | > loss_disc_real_4: 0.24672670662403107 (0.23523096486609033) | > loss_disc_real_5: 0.21591061353683472 (0.224789171776873) | > loss_0: 2.315927267074585 (2.3458642426957472) | > grad_norm_0: tensor(9.5332, device='cuda:0') (tensor(9.3908, device='cuda:0')) | > loss_gen: 2.5150976181030273 (2.4876464554604074) | > loss_kl: 2.0562195777893066 (1.9632203388721385) | > loss_feat: 6.837858200073242 (6.994342413354428) | > loss_mel: 17.18062973022461 (17.189209309030083) | > loss_duration: 1.9858325719833374 (1.9805712306753118) | > loss_1: 30.575637817382812 (30.61498997059274) | > grad_norm_1: tensor(66.9437, device='cuda:0') (tensor(86.6717, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3702 (0.36288909709199946) | > loader_time: 0.0036 (0.003549768569621634)  --> TIME: 2024-06-12 05:23:34 -- STEP: 119/330 -- GLOBAL_STEP: 372250 | > loss_disc: 2.3315675258636475 (2.3488786721429906) | > loss_disc_real_0: 0.1215507984161377 (0.10793965597863958) | > loss_disc_real_1: 0.1958400160074234 (0.19767428659090477) | > loss_disc_real_2: 0.2087319791316986 (0.21026871572522557) | > loss_disc_real_3: 0.2066853940486908 (0.22926862813344523) | > loss_disc_real_4: 0.24422763288021088 (0.23408728712747076) | > loss_disc_real_5: 0.21631760895252228 (0.22441953395595068) | > loss_0: 2.3315675258636475 (2.3488786721429906) | > grad_norm_0: tensor(14.1293, device='cuda:0') (tensor(9.4437, device='cuda:0')) | > loss_gen: 2.543588876724243 (2.4873386671563167) | > loss_kl: 2.0501976013183594 (1.9786341641129566) | > loss_feat: 7.444229602813721 (7.027069572641068) | > loss_mel: 17.501319885253906 (17.194401188057007) | > loss_duration: 1.9707216024398804 (1.9826429150685543) | > loss_1: 31.51005744934082 (30.67008669236127) | > grad_norm_1: tensor(166.0939, device='cuda:0') (tensor(90.7822, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3774 (0.3684219332302318) | > loader_time: 0.0044 (0.0036676050234241645)  --> TIME: 2024-06-12 05:23:44 -- STEP: 144/330 -- GLOBAL_STEP: 372275 | > loss_disc: 2.427584171295166 (2.356779177983602) | > loss_disc_real_0: 0.12812983989715576 (0.10994901295958294) | > loss_disc_real_1: 0.22874698042869568 (0.19709185552265912) | > loss_disc_real_2: 0.20290586352348328 (0.21061251177969909) | > loss_disc_real_3: 0.2349243462085724 (0.22902471789469322) | > loss_disc_real_4: 0.20662908256053925 (0.23388842772692442) | > loss_disc_real_5: 0.1852167248725891 (0.2239742393915852) | > loss_0: 2.427584171295166 (2.356779177983602) | > grad_norm_0: tensor(11.2404, device='cuda:0') (tensor(9.6451, device='cuda:0')) | > loss_gen: 2.4127681255340576 (2.482312815056907) | > loss_kl: 2.07800555229187 (1.9808063672648535) | > loss_feat: 7.108266353607178 (7.028981579674615) | > loss_mel: 16.688501358032227 (17.211799687809414) | > loss_duration: 1.9946062564849854 (1.9887019751800432) | > loss_1: 30.282146453857422 (30.692602621184456) | > grad_norm_1: tensor(173.1853, device='cuda:0') (tensor(101.9240, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3879 (0.37051529354519314) | > loader_time: 0.0046 (0.0037936237123277453)  --> TIME: 2024-06-12 05:23:53 -- STEP: 169/330 -- GLOBAL_STEP: 372300 | > loss_disc: 2.413607597351074 (2.358902471305351) | > loss_disc_real_0: 0.11587817966938019 (0.11125480939121642) | > loss_disc_real_1: 0.18828435242176056 (0.19718043347434888) | > loss_disc_real_2: 0.20848290622234344 (0.20986845957104275) | > loss_disc_real_3: 0.2531006634235382 (0.22978680153217543) | > loss_disc_real_4: 0.26192551851272583 (0.23360425762876252) | > loss_disc_real_5: 0.24136559665203094 (0.22413047539764608) | > loss_0: 2.413607597351074 (2.358902471305351) | > grad_norm_0: tensor(7.9656, device='cuda:0') (tensor(9.9307, device='cuda:0')) | > loss_gen: 2.439063549041748 (2.479225770961603) | > loss_kl: 2.01115083694458 (1.992403179936155) | > loss_feat: 6.640888690948486 (7.017237956707294) | > loss_mel: 17.65384864807129 (17.19162025677382) | > loss_duration: 2.035804271697998 (1.9944995705192612) | > loss_1: 30.780757904052734 (30.674986923940082) | > grad_norm_1: tensor(124.4956, device='cuda:0') (tensor(113.1236, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.3725 (0.37250775698374017) | > loader_time: 0.0044 (0.003894506826908631)  --> TIME: 2024-06-12 05:24:04 -- STEP: 194/330 -- GLOBAL_STEP: 372325 | > loss_disc: 2.4159858226776123 (2.3666960074729504) | > loss_disc_real_0: 0.09961874783039093 (0.11268920528212774) | > loss_disc_real_1: 0.19840089976787567 (0.19763869845990056) | > loss_disc_real_2: 0.21445608139038086 (0.21051681218380786) | > loss_disc_real_3: 0.25655481219291687 (0.23050180983912086) | > loss_disc_real_4: 0.24826090037822723 (0.2345123897815488) | > loss_disc_real_5: 0.2675169110298157 (0.22481871711224624) | > loss_0: 2.4159858226776123 (2.3666960074729504) | > grad_norm_0: tensor(19.2863, device='cuda:0') (tensor(10.5441, device='cuda:0')) | > loss_gen: 2.4616005420684814 (2.473772805990631) | > loss_kl: 2.125558614730835 (1.995407516194373) | > loss_feat: 6.5251054763793945 (6.994850001384303) | > loss_mel: 17.074581146240234 (17.181422415467885) | > loss_duration: 2.0298092365264893 (2.00232280283859) | > loss_1: 30.216657638549805 (30.647775728677967) | > grad_norm_1: tensor(75.4709, device='cuda:0') (tensor(122.8855, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.4062 (0.3756049158646889) | > loader_time: 0.0055 (0.004038631301565268)  --> TIME: 2024-06-12 05:24:14 -- STEP: 219/330 -- GLOBAL_STEP: 372350 | > loss_disc: 2.319960117340088 (2.3641063655348105) | > loss_disc_real_0: 0.09569499641656876 (0.11389506638866581) | > loss_disc_real_1: 0.20599421858787537 (0.19746370266561641) | > loss_disc_real_2: 0.2406214326620102 (0.21009825877675187) | > loss_disc_real_3: 0.23583610355854034 (0.22996369242395984) | > loss_disc_real_4: 0.2176973670721054 (0.2333463475312272) | > loss_disc_real_5: 0.17593365907669067 (0.22382318408794055) | > loss_0: 2.319960117340088 (2.3641063655348105) | > grad_norm_0: tensor(16.7709, device='cuda:0') (tensor(12.4568, device='cuda:0')) | > loss_gen: 2.694331169128418 (2.479628640222767) | > loss_kl: 2.1130621433258057 (2.001671755694908) | > loss_feat: 8.14964485168457 (7.008378938997173) | > loss_mel: 17.484981536865234 (17.133935170630885) | > loss_duration: 2.0889954566955566 (2.0104041442479175) | > loss_1: 32.5310173034668 (30.634018815271386) | > grad_norm_1: tensor(501.9869, device='cuda:0') (tensor(152.5715, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.4002 (0.3784140201464092) | > loader_time: 0.0058 (0.004161195667911337)  --> TIME: 2024-06-12 05:24:25 -- STEP: 244/330 -- GLOBAL_STEP: 372375 | > loss_disc: 2.3743066787719727 (2.366190551734359) | > loss_disc_real_0: 0.09398908913135529 (0.11400600476953827) | > loss_disc_real_1: 0.19103728234767914 (0.1977710135769649) | > loss_disc_real_2: 0.2681715786457062 (0.21062167764442868) | > loss_disc_real_3: 0.24594458937644958 (0.2304037050267712) | > loss_disc_real_4: 0.2288375049829483 (0.23373622569392938) | > loss_disc_real_5: 0.19635282456874847 (0.22321628418857933) | > loss_0: 2.3743066787719727 (2.366190551734359) | > grad_norm_0: tensor(45.6256, device='cuda:0') (tensor(14.7145, device='cuda:0')) | > loss_gen: 2.7962892055511475 (2.4878475558562356) | > loss_kl: 1.9639394283294678 (2.002911925804421) | > loss_feat: 7.152243137359619 (7.000056823746103) | > loss_mel: 16.124446868896484 (17.088705004238676) | > loss_duration: 2.05588436126709 (2.020171538239619) | > loss_1: 30.092803955078125 (30.599693001293744) | > grad_norm_1: tensor(621.2816, device='cuda:0') (tensor(184.1121, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.4445 (0.38244998161910015) | > loader_time: 0.0059 (0.004287700184056016)  --> TIME: 2024-06-12 05:24:36 -- STEP: 269/330 -- GLOBAL_STEP: 372400 | > loss_disc: 2.375861644744873 (2.3695948620267937) | > loss_disc_real_0: 0.16827340424060822 (0.11633871044257317) | > loss_disc_real_1: 0.19288279116153717 (0.19772474611780463) | > loss_disc_real_2: 0.23111283779144287 (0.21110387030144165) | > loss_disc_real_3: 0.2166963517665863 (0.23068053089774673) | > loss_disc_real_4: 0.23797480762004852 (0.23392952302796247) | > loss_disc_real_5: 0.24249772727489471 (0.22326625617684928) | > loss_0: 2.375861644744873 (2.3695948620267937) | > grad_norm_0: tensor(69.3893, device='cuda:0') (tensor(17.0125, device='cuda:0')) | > loss_gen: 2.384359359741211 (2.489361594600748) | > loss_kl: 2.0665671825408936 (2.0079284299261957) | > loss_feat: 6.50429630279541 (7.006739034971783) | > loss_mel: 16.124834060668945 (17.063229032608643) | > loss_duration: 2.130051612854004 (2.0286322938465267) | > loss_1: 29.21010971069336 (30.595890534411577) | > grad_norm_1: tensor(642.3525, device='cuda:0') (tensor(210.4472, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.4473 (0.3875225919773145) | > loader_time: 0.0059 (0.004426148744320781)  --> TIME: 2024-06-12 05:24:47 -- STEP: 294/330 -- GLOBAL_STEP: 372425 | > loss_disc: 2.370917797088623 (2.3712545665753924) | > loss_disc_real_0: 0.18943196535110474 (0.11802023274152457) | > loss_disc_real_1: 0.23089323937892914 (0.19829444485862233) | > loss_disc_real_2: 0.2594306170940399 (0.21110966877669704) | > loss_disc_real_3: 0.2500680387020111 (0.23051477694997982) | > loss_disc_real_4: 0.24221454560756683 (0.23336392119020022) | > loss_disc_real_5: 0.2376362830400467 (0.22230040631732162) | > loss_0: 2.370917797088623 (2.3712545665753924) | > grad_norm_0: tensor(68.6197, device='cuda:0') (tensor(19.3060, device='cuda:0')) | > loss_gen: 2.60514760017395 (2.49310440919837) | > loss_kl: 2.1594014167785645 (2.013883253344062) | > loss_feat: 7.53659725189209 (7.0058719041396165) | > loss_mel: 16.731714248657227 (17.017535585935416) | > loss_duration: 2.188767433166504 (2.039267460910641) | > loss_1: 31.221630096435547 (30.56966276233699) | > grad_norm_1: tensor(585.6625, device='cuda:0') (tensor(239.3462, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.4633 (0.3931802519324685) | > loader_time: 0.0068 (0.0045940770583898834)  --> TIME: 2024-06-12 05:25:00 -- STEP: 319/330 -- GLOBAL_STEP: 372450 | > loss_disc: 2.446739912033081 (2.374976791184522) | > loss_disc_real_0: 0.14964239299297333 (0.11920200998319727) | > loss_disc_real_1: 0.23172622919082642 (0.19852157086601072) | > loss_disc_real_2: 0.24243903160095215 (0.21155339007654161) | > loss_disc_real_3: 0.2462133765220642 (0.23059446264210165) | > loss_disc_real_4: 0.25034964084625244 (0.23343234871248467) | > loss_disc_real_5: 0.24576598405838013 (0.22216860548269038) | > loss_0: 2.446739912033081 (2.374976791184522) | > grad_norm_0: tensor(10.1296, device='cuda:0') (tensor(20.1314, device='cuda:0')) | > loss_gen: 2.4029650688171387 (2.4894607896715106) | > loss_kl: 2.0293686389923096 (2.0190802868630806) | > loss_feat: 7.209200382232666 (7.0258830378421795) | > loss_mel: 16.99815559387207 (16.972872599538963) | > loss_duration: 2.234008312225342 (2.0533088595142184) | > loss_1: 30.873699188232422 (30.5606057337459) | > grad_norm_1: tensor(47.4419, device='cuda:0') (tensor(253.4965, device='cuda:0')) | > current_lr_0: 0.00017959164584110618 | > current_lr_1: 0.00017959164584110618 | > step_time: 0.5544 (0.4022895026730144) | > loader_time: 0.0085 (0.004822657026093581)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8144006729125977 (2.8144006729125977) | > loss_disc_real_0: 0.18083319067955017 (0.18083319067955017) | > loss_disc_real_1: 0.2689236104488373 (0.2689236104488373) | > loss_disc_real_2: 0.2798093557357788 (0.2798093557357788) | > loss_disc_real_3: 0.34330442547798157 (0.34330442547798157) | > loss_disc_real_4: 0.3084598183631897 (0.3084598183631897) | > loss_disc_real_5: 0.2554546594619751 (0.2554546594619751) | > loss_0: 2.8144006729125977 (2.8144006729125977) | > loss_gen: 2.1364829540252686 (2.1364829540252686) | > loss_kl: 2.9127330780029297 (2.9127330780029297) | > loss_feat: 4.784457206726074 (4.784457206726074) | > loss_mel: 15.379559516906738 (15.379559516906738) | > loss_duration: 2.9710919857025146 (2.9710919857025146) | > loss_1: 28.184324264526367 (28.184324264526367)  --> STEP: 1 | > loss_disc: 2.249917984008789 (2.249917984008789) | > loss_disc_real_0: 0.19359515607357025 (0.19359515607357025) | > loss_disc_real_1: 0.15084469318389893 (0.15084469318389893) | > loss_disc_real_2: 0.2430378645658493 (0.2430378645658493) | > loss_disc_real_3: 0.22704443335533142 (0.22704443335533142) | > loss_disc_real_4: 0.23571515083312988 (0.23571515083312988) | > loss_disc_real_5: 0.17804807424545288 (0.17804807424545288) | > loss_0: 2.249917984008789 (2.249917984008789) | > loss_gen: 2.4767210483551025 (2.4767210483551025) | > loss_kl: 3.0647199153900146 (3.0647199153900146) | > loss_feat: 7.322897911071777 (7.322897911071777) | > loss_mel: 17.775127410888672 (17.775127410888672) | > loss_duration: 2.4954676628112793 (2.4954676628112793) | > loss_1: 33.13493347167969 (33.13493347167969)  --> STEP: 2 | > loss_disc: 2.269172430038452 (2.2595452070236206) | > loss_disc_real_0: 0.16810697317123413 (0.1808510646224022) | > loss_disc_real_1: 0.18193820118904114 (0.16639144718647003) | > loss_disc_real_2: 0.25317245721817017 (0.24810516089200974) | > loss_disc_real_3: 0.33435338735580444 (0.28069891035556793) | > loss_disc_real_4: 0.26097655296325684 (0.24834585189819336) | > loss_disc_real_5: 0.19693799316883087 (0.18749303370714188) | > loss_0: 2.269172430038452 (2.2595452070236206) | > loss_gen: 2.735762119293213 (2.6062415838241577) | > loss_kl: 3.405869245529175 (3.2352945804595947) | > loss_feat: 6.798679351806641 (7.060788631439209) | > loss_mel: 17.881534576416016 (17.828330993652344) | > loss_duration: 2.455960750579834 (2.4757142066955566) | > loss_1: 33.27780532836914 (33.206369400024414)  --> STEP: 3 | > loss_disc: 2.658460855484009 (2.39251708984375) | > loss_disc_real_0: 0.13800925016403198 (0.16657045980294546) | > loss_disc_real_1: 0.22066019475460052 (0.1844810297091802) | > loss_disc_real_2: 0.25822997093200684 (0.2514800975720088) | > loss_disc_real_3: 0.31869783997535706 (0.293365220228831) | > loss_disc_real_4: 0.282581627368927 (0.25975777705510456) | > loss_disc_real_5: 0.31103381514549255 (0.2286732941865921) | > loss_0: 2.658460855484009 (2.39251708984375) | > loss_gen: 2.3034005165100098 (2.5052945613861084) | > loss_kl: 3.861844539642334 (3.4441445668538413) | > loss_feat: 4.544144630432129 (6.221907297770183) | > loss_mel: 14.705586433410645 (16.787416140238445) | > loss_duration: 2.3507821559906006 (2.4340701897939048) | > loss_1: 27.765758514404297 (31.392832438151043)  --> STEP: 4 | > loss_disc: 2.329118251800537 (2.3766673803329468) | > loss_disc_real_0: 0.08244010806083679 (0.1455378718674183) | > loss_disc_real_1: 0.16874335706233978 (0.1805466115474701) | > loss_disc_real_2: 0.2650386393070221 (0.2548697330057621) | > loss_disc_real_3: 0.2884182035923004 (0.29212846606969833) | > loss_disc_real_4: 0.2263222336769104 (0.25139889121055603) | > loss_disc_real_5: 0.2533881962299347 (0.23485201969742775) | > loss_0: 2.329118251800537 (2.3766673803329468) | > loss_gen: 2.5627501010894775 (2.5196584463119507) | > loss_kl: 3.6223654747009277 (3.488699793815613) | > loss_feat: 7.361770153045654 (6.50687301158905) | > loss_mel: 17.992464065551758 (17.088678121566772) | > loss_duration: 2.406813859939575 (2.4272561073303223) | > loss_1: 33.946163177490234 (32.03116512298584)  --> STEP: 5 | > loss_disc: 2.4342281818389893 (2.3881795406341553) | > loss_disc_real_0: 0.215070903301239 (0.15944447815418245) | > loss_disc_real_1: 0.19654271006584167 (0.1837458312511444) | > loss_disc_real_2: 0.25400009751319885 (0.25469580590724944) | > loss_disc_real_3: 0.30660906434059143 (0.29502458572387696) | > loss_disc_real_4: 0.29300931096076965 (0.2597209751605988) | > loss_disc_real_5: 0.21372048556804657 (0.2306257128715515) | > loss_0: 2.4342281818389893 (2.3881795406341553) | > loss_gen: 2.602614164352417 (2.536249589920044) | > loss_kl: 3.4037652015686035 (3.4717128753662108) | > loss_feat: 4.516836166381836 (6.108865642547608) | > loss_mel: 17.936105728149414 (17.2581636428833) | > loss_duration: 2.4200656414031982 (2.4258180141448973) | > loss_1: 30.879384994506836 (31.80080909729004)  --> STEP: 6 | > loss_disc: 2.399111747741699 (2.390001575152079) | > loss_disc_real_0: 0.18460538983345032 (0.16363796343406042) | > loss_disc_real_1: 0.18274787068367004 (0.18357950448989868) | > loss_disc_real_2: 0.27490606904029846 (0.25806418309609097) | > loss_disc_real_3: 0.2937987148761749 (0.29482027391592663) | > loss_disc_real_4: 0.20692433416843414 (0.250921534995238) | > loss_disc_real_5: 0.1898472160100937 (0.22382929672797522) | > loss_0: 2.399111747741699 (2.390001575152079) | > loss_gen: 2.4324238300323486 (2.518945296605428) | > loss_kl: 3.375838279724121 (3.4557337760925293) | > loss_feat: 6.238192558288574 (6.1304201285044355) | > loss_mel: 16.591907501220703 (17.1471209526062) | > loss_duration: 2.212184190750122 (2.390212376912435) | > loss_1: 30.850547790527344 (31.64243221282959)  --> STEP: 7 | > loss_disc: 2.220801830291748 (2.365830183029175) | > loss_disc_real_0: 0.09696655720472336 (0.1541134768298694) | > loss_disc_real_1: 0.1431712806224823 (0.17780690108026778) | > loss_disc_real_2: 0.2622828781604767 (0.2586668538195746) | > loss_disc_real_3: 0.28294530510902405 (0.2931238498006548) | > loss_disc_real_4: 0.22026491165161133 (0.2465420173747199) | > loss_disc_real_5: 0.14769050478935242 (0.2129523264510291) | > loss_0: 2.220801830291748 (2.365830183029175) | > loss_gen: 2.595771074295044 (2.5299204077039446) | > loss_kl: 4.6606621742248535 (3.627866404397147) | > loss_feat: 7.529595851898193 (6.330302374703543) | > loss_mel: 17.74873161315918 (17.233065332685197) | > loss_duration: 2.594062566757202 (2.4193338326045444) | > loss_1: 35.128822326660156 (32.14048794337681)  --> STEP: 8 | > loss_disc: 2.457789897918701 (2.3773251473903656) | > loss_disc_real_0: 0.15213099122047424 (0.153865666128695) | > loss_disc_real_1: 0.19805511832237244 (0.18033792823553085) | > loss_disc_real_2: 0.339425653219223 (0.2687617037445307) | > loss_disc_real_3: 0.24952198565006256 (0.2876736167818308) | > loss_disc_real_4: 0.26304492354393005 (0.24860488064587116) | > loss_disc_real_5: 0.26400333642959595 (0.21933370269834995) | > loss_0: 2.457789897918701 (2.3773251473903656) | > loss_gen: 2.8260602951049805 (2.566937893629074) | > loss_kl: 3.010606288909912 (3.5507088899612427) | > loss_feat: 7.674848556518555 (6.49837064743042) | > loss_mel: 16.344261169433594 (17.121964812278748) | > loss_duration: 2.2798519134521484 (2.401898592710495) | > loss_1: 32.13562774658203 (32.139880418777466)  --> STEP: 9 | > loss_disc: 2.525606155395508 (2.3938008149464927) | > loss_disc_real_0: 0.13408717513084412 (0.15166805601782268) | > loss_disc_real_1: 0.19149750471115112 (0.18157788117726645) | > loss_disc_real_2: 0.2725464701652527 (0.2691822333468331) | > loss_disc_real_3: 0.2651621103286743 (0.28517233828703564) | > loss_disc_real_4: 0.261605441570282 (0.2500493874152501) | > loss_disc_real_5: 0.22419679164886475 (0.2198740459150738) | > loss_0: 2.525606155395508 (2.3938008149464927) | > loss_gen: 2.351576328277588 (2.5430088308122425) | > loss_kl: 2.234738826751709 (3.4044899940490723) | > loss_feat: 8.454387664794922 (6.715705871582031) | > loss_mel: 17.694007873535156 (17.18552515241835) | > loss_duration: 2.174057960510254 (2.376582966910468) | > loss_1: 32.90876770019531 (32.225312338935005)  --> STEP: 10 | > loss_disc: 2.514634847640991 (2.4058842182159426) | > loss_disc_real_0: 0.0847264751791954 (0.14497389793395996) | > loss_disc_real_1: 0.22449028491973877 (0.18586912155151367) | > loss_disc_real_2: 0.270686537027359 (0.26933266371488573) | > loss_disc_real_3: 0.3347800374031067 (0.29013310819864274) | > loss_disc_real_4: 0.2987334132194519 (0.25491778999567033) | > loss_disc_real_5: 0.2794722616672516 (0.2258338674902916) | > loss_0: 2.514634847640991 (2.4058842182159426) | > loss_gen: 2.6034371852874756 (2.5490516662597655) | > loss_kl: 3.3350789546966553 (3.3975488901138307) | > loss_feat: 5.317869186401367 (6.575922203063965) | > loss_mel: 15.273538589477539 (16.994326496124266) | > loss_duration: 2.3707237243652344 (2.375997042655945) | > loss_1: 28.90064811706543 (31.892845916748048)  --> STEP: 11 | > loss_disc: 2.6327528953552246 (2.4265086434104224) | > loss_disc_real_0: 0.23925107717514038 (0.15354455059224908) | > loss_disc_real_1: 0.17122818529605865 (0.18453812734647232) | > loss_disc_real_2: 0.21480286121368408 (0.2643754089420492) | > loss_disc_real_3: 0.32774677872657776 (0.29355253279209137) | > loss_disc_real_4: 0.3162660300731659 (0.2604949027299881) | > loss_disc_real_5: 0.31283465027809143 (0.23374302956190976) | > loss_0: 2.6327528953552246 (2.4265086434104224) | > loss_gen: 2.4165735244750977 (2.537008198824796) | > loss_kl: 3.95806622505188 (3.448505011471835) | > loss_feat: 6.1287522315979 (6.535270387476141) | > loss_mel: 17.310672760009766 (17.023085247386586) | > loss_duration: 2.5142531394958496 (2.3885657787323) | > loss_1: 32.32831573486328 (31.93243408203125)  --> STEP: 12 | > loss_disc: 2.405851364135742 (2.4247872034708657) | > loss_disc_real_0: 0.10827063024044037 (0.14977172389626503) | > loss_disc_real_1: 0.10561468452215195 (0.17796117377777895) | > loss_disc_real_2: 0.28327512741088867 (0.26595038548111916) | > loss_disc_real_3: 0.30648812651634216 (0.2946304989357789) | > loss_disc_real_4: 0.22223564982414246 (0.25730663165450096) | > loss_disc_real_5: 0.2520725429058075 (0.23527048900723457) | > loss_0: 2.405851364135742 (2.4247872034708657) | > loss_gen: 2.3809988498687744 (2.524007419745127) | > loss_kl: 2.898855209350586 (3.4027008612950644) | > loss_feat: 5.884061813354492 (6.4810030062993365) | > loss_mel: 17.322988510131836 (17.04807718594869) | > loss_duration: 2.3206191062927246 (2.3829035560290017) | > loss_1: 30.807523727416992 (31.83869155248006)  --> STEP: 13 | > loss_disc: 2.420912742614746 (2.4244891680203953) | > loss_disc_real_0: 0.06808654218912125 (0.1434882483803309) | > loss_disc_real_1: 0.20398716628551483 (0.17996317320145094) | > loss_disc_real_2: 0.21853098273277283 (0.26230273911586177) | > loss_disc_real_3: 0.27528929710388184 (0.2931427141794792) | > loss_disc_real_4: 0.26635411381721497 (0.2580025918208636) | > loss_disc_real_5: 0.2671813666820526 (0.2377251719052975) | > loss_0: 2.420912742614746 (2.4244891680203953) | > loss_gen: 2.2889084815979004 (2.5059228860414944) | > loss_kl: 3.2312004566192627 (3.389508522473849) | > loss_feat: 5.129902362823486 (6.377072187570425) | > loss_mel: 16.48343276977539 (17.004643000089207) | > loss_duration: 2.2583422660827637 (2.37332191834083) | > loss_1: 29.391786575317383 (31.65046809269832)  --> STEP: 14 | > loss_disc: 2.3060977458953857 (2.4160326378686086) | > loss_disc_real_0: 0.1262044608592987 (0.1422536921288286) | > loss_disc_real_1: 0.17288513481616974 (0.1794575990310737) | > loss_disc_real_2: 0.27837714552879333 (0.26345091100249973) | > loss_disc_real_3: 0.2265397608280182 (0.2883853603686605) | > loss_disc_real_4: 0.24200475215911865 (0.2568598889878818) | > loss_disc_real_5: 0.2374732941389084 (0.2377071806362697) | > loss_0: 2.3060977458953857 (2.4160326378686086) | > loss_gen: 2.431539297103882 (2.5006097725459506) | > loss_kl: 4.013171672821045 (3.434055890355791) | > loss_feat: 6.670809745788574 (6.398053441728864) | > loss_mel: 17.85269546508789 (17.065218176160542) | > loss_duration: 2.4291958808898926 (2.3773129156657626) | > loss_1: 33.39741134643555 (31.77524975367955)  --> STEP: 15 | > loss_disc: 2.4440979957580566 (2.4179036617279053) | > loss_disc_real_0: 0.10468777269124985 (0.13974929749965667) | > loss_disc_real_1: 0.16617363691329956 (0.17857200155655542) | > loss_disc_real_2: 0.2964606285095215 (0.26565155883630115) | > loss_disc_real_3: 0.2540501058101654 (0.2860963433980942) | > loss_disc_real_4: 0.24555930495262146 (0.2561065167188644) | > loss_disc_real_5: 0.19193336367607117 (0.23465559283892315) | > loss_0: 2.4440979957580566 (2.4179036617279053) | > loss_gen: 2.4855971336364746 (2.4996089299519855) | > loss_kl: 3.512788772583008 (3.439304749170939) | > loss_feat: 8.017573356628418 (6.5060214360555015) | > loss_mel: 16.9151554107666 (17.055213991800947) | > loss_duration: 2.4354186058044434 (2.3811866283416747) | > loss_1: 33.36653518676758 (31.88133544921875)  --> STEP: 16 | > loss_disc: 2.2553422451019287 (2.4077435731887817) | > loss_disc_real_0: 0.17908784747123718 (0.14220795687288046) | > loss_disc_real_1: 0.2117397040128708 (0.18064498296007514) | > loss_disc_real_2: 0.24751503765583038 (0.26451802626252174) | > loss_disc_real_3: 0.20514151453971863 (0.2810366665944457) | > loss_disc_real_4: 0.2388579100370407 (0.25502847880125046) | > loss_disc_real_5: 0.1750502586364746 (0.2309302594512701) | > loss_0: 2.2553422451019287 (2.4077435731887817) | > loss_gen: 2.628769874572754 (2.5076814889907837) | > loss_kl: 3.278620958328247 (3.429262012243271) | > loss_feat: 8.773776054382324 (6.647756099700928) | > loss_mel: 16.849925994873047 (17.042383491992954) | > loss_duration: 2.36865234375 (2.380403235554695) | > loss_1: 33.89974594116211 (32.00748610496521)  --> STEP: 17 | > loss_disc: 2.4073030948638916 (2.407717662699082) | > loss_disc_real_0: 0.15846142172813416 (0.14316404304083655) | > loss_disc_real_1: 0.1866380274295807 (0.18099751498769312) | > loss_disc_real_2: 0.2790224850177765 (0.2653712297187132) | > loss_disc_real_3: 0.25654205679893494 (0.2795958071947098) | > loss_disc_real_4: 0.22447524964809418 (0.2532312300275354) | > loss_disc_real_5: 0.27531975507736206 (0.23354140625280492) | > loss_0: 2.4073030948638916 (2.407717662699082) | > loss_gen: 2.3653805255889893 (2.4993108440847958) | > loss_kl: 2.798079013824463 (3.3921336005715763) | > loss_feat: 4.88563871383667 (6.544102135826559) | > loss_mel: 16.347410202026367 (17.001502710230213) | > loss_duration: 2.4371845722198486 (2.383743314182057) | > loss_1: 28.833694458007812 (31.8207924786736)  --> STEP: 18 | > loss_disc: 2.471860647201538 (2.4112811618381076) | > loss_disc_real_0: 0.22247114777565002 (0.14756999330388176) | > loss_disc_real_1: 0.15657520294189453 (0.17964071987403762) | > loss_disc_real_2: 0.14688189327716827 (0.25878848880529404) | > loss_disc_real_3: 0.28048813343048096 (0.2796453808744748) | > loss_disc_real_4: 0.31753137707710266 (0.256803460419178) | > loss_disc_real_5: 0.2512210011482239 (0.2345236059692171) | > loss_0: 2.471860647201538 (2.4112811618381076) | > loss_gen: 2.5600388050079346 (2.502684619691637) | > loss_kl: 2.9307520389556885 (3.366501291592916) | > loss_feat: 7.540215969085693 (6.599441793229845) | > loss_mel: 18.720136642456055 (17.09698237313165) | > loss_duration: 2.2603654861450195 (2.3768889904022217) | > loss_1: 34.01150894165039 (31.942498948838974)  --> STEP: 19 | > loss_disc: 2.4329311847686768 (2.4124206367291903) | > loss_disc_real_0: 0.17571328580379486 (0.1490512192249298) | > loss_disc_real_1: 0.21117110550403595 (0.18130021385456385) | > loss_disc_real_2: 0.19009843468666077 (0.2551732227990502) | > loss_disc_real_3: 0.2757842540740967 (0.27944216367445496) | > loss_disc_real_4: 0.2502480149269104 (0.25645843697221654) | > loss_disc_real_5: 0.28406956791877747 (0.2371312881770887) | > loss_0: 2.4329311847686768 (2.4124206367291903) | > loss_gen: 2.2878787517547607 (2.4913790476949593) | > loss_kl: 2.36049222946167 (3.313553446217587) | > loss_feat: 4.992883682250977 (6.514886103178325) | > loss_mel: 15.705501556396484 (17.023746540671905) | > loss_duration: 2.2890052795410156 (2.3722635319358423) | > loss_1: 27.635761260986328 (31.715828544215153)  --> STEP: 20 | > loss_disc: 2.3863003253936768 (2.4111146211624144) | > loss_disc_real_0: 0.1541738212108612 (0.14930734932422637) | > loss_disc_real_1: 0.1719990074634552 (0.18083515353500842) | > loss_disc_real_2: 0.3203090727329254 (0.25843001529574394) | > loss_disc_real_3: 0.27894356846809387 (0.27941723391413686) | > loss_disc_real_4: 0.22771267592906952 (0.2550211489200592) | > loss_disc_real_5: 0.26623573899269104 (0.2385865107178688) | > loss_0: 2.3863003253936768 (2.4111146211624144) | > loss_gen: 2.606177568435669 (2.4971189737319945) | > loss_kl: 2.084561824798584 (3.252103865146637) | > loss_feat: 6.232978820800781 (6.500790739059449) | > loss_mel: 18.587003707885742 (17.101909399032596) | > loss_duration: 2.3007607460021973 (2.36868839263916) | > loss_1: 31.81148338317871 (31.72061128616333)  --> STEP: 21 | > loss_disc: 2.547271966934204 (2.4175983042944047) | > loss_disc_real_0: 0.1329110711812973 (0.14852657417456308) | > loss_disc_real_1: 0.19339296221733093 (0.18143314442464284) | > loss_disc_real_2: 0.2585313022136688 (0.2584348384823118) | > loss_disc_real_3: 0.23775583505630493 (0.27743335777804967) | > loss_disc_real_4: 0.22625067830085754 (0.253651126509621) | > loss_disc_real_5: 0.22200334072113037 (0.23779683595611936) | > loss_0: 2.547271966934204 (2.4175983042944047) | > loss_gen: 1.9479858875274658 (2.4709697791508267) | > loss_kl: 3.2958738803863525 (3.2541881515866233) | > loss_feat: 4.146411418914795 (6.388677438100179) | > loss_mel: 10.844148635864258 (16.803920791262676) | > loss_duration: 2.2174787521362305 (2.361487933567592) | > loss_1: 22.451900482177734 (31.27924410502116)  --> STEP: 22 | > loss_disc: 2.4326274394989014 (2.4182814468036997) | > loss_disc_real_0: 0.19412609934806824 (0.15059927986426788) | > loss_disc_real_1: 0.142486572265625 (0.17966284569014201) | > loss_disc_real_2: 0.2165772020816803 (0.25653221864591946) | > loss_disc_real_3: 0.2733849287033081 (0.2772493382746523) | > loss_disc_real_4: 0.22040775418281555 (0.2521400641311299) | > loss_disc_real_5: 0.22520948946475983 (0.23722468384287573) | > loss_0: 2.4326274394989014 (2.4182814468036997) | > loss_gen: 2.3349525928497314 (2.464787179773504) | > loss_kl: 2.4566071033477783 (3.2179344675757666) | > loss_feat: 6.9362406730651855 (6.413566676053134) | > loss_mel: 18.087677001953125 (16.86227334629406) | > loss_duration: 2.228395462036133 (2.3554382757707075) | > loss_1: 32.04387664794922 (31.314000129699707)  --> STEP: 23 | > loss_disc: 2.284214735031128 (2.412452459335327) | > loss_disc_real_0: 0.1617925763130188 (0.15108594492725705) | > loss_disc_real_1: 0.18596619367599487 (0.1799369042982226) | > loss_disc_real_2: 0.22087430953979492 (0.2549818747717401) | > loss_disc_real_3: 0.2910492718219757 (0.2778493353854055) | > loss_disc_real_4: 0.23094308376312256 (0.2512184562890426) | > loss_disc_real_5: 0.28274133801460266 (0.23920366880686386) | > loss_0: 2.284214735031128 (2.412452459335327) | > loss_gen: 2.623209238052368 (2.471675095350846) | > loss_kl: 3.054177761077881 (3.2108146107715108) | > loss_feat: 7.0527567863464355 (6.441357550413712) | > loss_mel: 16.978303909301758 (16.86731815338135) | > loss_duration: 2.296598434448242 (2.3528800218001655) | > loss_1: 32.00504684448242 (31.344045639038086)  --> STEP: 24 | > loss_disc: 2.523618698120117 (2.41708438595136) | > loss_disc_real_0: 0.20913514494895935 (0.15350466159482798) | > loss_disc_real_1: 0.20162156224250793 (0.1808404317125678) | > loss_disc_real_2: 0.3055383265018463 (0.2570883935938279) | > loss_disc_real_3: 0.31135812401771545 (0.27924553491175175) | > loss_disc_real_4: 0.28348657488822937 (0.2525629612306754) | > loss_disc_real_5: 0.2884851098060608 (0.2412570621818304) | > loss_0: 2.523618698120117 (2.41708438595136) | > loss_gen: 2.5945746898651123 (2.476795911788941) | > loss_kl: 2.3162238597869873 (3.1735399961471558) | > loss_feat: 5.508484363555908 (6.402487834294637) | > loss_mel: 16.334346771240234 (16.845111012458805) | > loss_duration: 2.389021635055542 (2.354385922352473) | > loss_1: 29.142648696899414 (31.252320766448975)  --> STEP: 25 | > loss_disc: 2.7644917964935303 (2.430980682373047) | > loss_disc_real_0: 0.23258858919143677 (0.15666801869869232) | > loss_disc_real_1: 0.144287109375 (0.17937829881906509) | > loss_disc_real_2: 0.3089178204536438 (0.25916157066822054) | > loss_disc_real_3: 0.3442496359348297 (0.28184569895267486) | > loss_disc_real_4: 0.3334696590900421 (0.25579922914505004) | > loss_disc_real_5: 0.33935198187828064 (0.24518085896968841) | > loss_0: 2.7644917964935303 (2.430980682373047) | > loss_gen: 2.4370851516723633 (2.475207481384278) | > loss_kl: 2.988104820251465 (3.1661225891113283) | > loss_feat: 5.846865653991699 (6.380262947082519) | > loss_mel: 15.231480598449707 (16.780565795898443) | > loss_duration: 2.4180941581726074 (2.3569342517852783) | > loss_1: 28.921630859375 (31.159093170166017)  --> STEP: 26 | > loss_disc: 2.4664411544799805 (2.432344546684852) | > loss_disc_real_0: 0.1098022311925888 (0.15486548840999603) | > loss_disc_real_1: 0.17817692458629608 (0.17933209211780474) | > loss_disc_real_2: 0.2073797732591629 (0.2571699630755645) | > loss_disc_real_3: 0.25406530499458313 (0.28077722226197904) | > loss_disc_real_4: 0.1437743604183197 (0.2514905803478681) | > loss_disc_real_5: 0.15628214180469513 (0.2417616775402656) | > loss_0: 2.4664411544799805 (2.432344546684852) | > loss_gen: 1.891209602355957 (2.4527460244985733) | > loss_kl: 2.0952742099761963 (3.124936112990746) | > loss_feat: 7.656225681304932 (6.429338436860305) | > loss_mel: 11.179091453552246 (16.565124475038974) | > loss_duration: 2.302999973297119 (2.354859856458811) | > loss_1: 25.124799728393555 (30.927004960867073) --> EVAL PERFORMANCE | > avg_loader_time: 0.002533674240112305 (-3.9724203256459936e-05) | > avg_loss_disc: 2.432344546684852 (-0.06790894728440477) | > avg_loss_disc_real_0: 0.15486548840999603 (-0.05777750250238639) | > avg_loss_disc_real_1: 0.17933209211780474 (-0.02582318765612751) | > avg_loss_disc_real_2: 0.2571699630755645 (-0.0415129650097627) | > avg_loss_disc_real_3: 0.28077722226197904 (+0.004560734790104992) | > avg_loss_disc_real_4: 0.2514905803478681 (-0.0013537762256771169) | > avg_loss_disc_real_5: 0.2417616775402656 (+0.007993698120117188) | > avg_loss_0: 2.432344546684852 (-0.06790894728440477) | > avg_loss_gen: 2.4527460244985733 (-0.1710597826884337) | > avg_loss_kl: 3.124936112990746 (+0.05071531809293317) | > avg_loss_feat: 6.429338436860305 (-0.37124983163980296) | > avg_loss_mel: 16.565124475038974 (+0.022091462061965217) | > avg_loss_duration: 2.354859856458811 (-0.022297483224135384) | > avg_loss_1: 30.927004960867073 (-0.4918002348679771)  > EPOCH: 862/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:25:25)   --> TIME: 2024-06-12 05:25:32 -- STEP: 14/330 -- GLOBAL_STEP: 372475 | > loss_disc: 2.4010984897613525 (2.299917919295175) | > loss_disc_real_0: 0.09488394856452942 (0.1033712098641055) | > loss_disc_real_1: 0.21759644150733948 (0.1956544007573809) | > loss_disc_real_2: 0.20792517066001892 (0.20693664678505488) | > loss_disc_real_3: 0.22698374092578888 (0.22367246661867415) | > loss_disc_real_4: 0.23283115029335022 (0.23424872968878066) | > loss_disc_real_5: 0.2239406555891037 (0.22002769155161722) | > loss_0: 2.4010984897613525 (2.299917919295175) | > grad_norm_0: tensor(9.4886, device='cuda:0') (tensor(7.4691, device='cuda:0')) | > loss_gen: 2.483231544494629 (2.5060883590153287) | > loss_kl: 1.7746338844299316 (1.9051012737410409) | > loss_feat: 6.966790676116943 (7.081231253487723) | > loss_mel: 16.458980560302734 (17.439137867518834) | > loss_duration: 1.9621880054473877 (2.05293151310512) | > loss_1: 29.645824432373047 (30.984489849635533) | > grad_norm_1: tensor(89.2733, device='cuda:0') (tensor(82.8028, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3837 (0.37003038610730854) | > loader_time: 0.003 (0.003020167350769043)  --> TIME: 2024-06-12 05:25:41 -- STEP: 39/330 -- GLOBAL_STEP: 372500 | > loss_disc: 2.23103404045105 (2.327989975611368) | > loss_disc_real_0: 0.09509829431772232 (0.10398853894991753) | > loss_disc_real_1: 0.16274291276931763 (0.1922309398651123) | > loss_disc_real_2: 0.1911589801311493 (0.20925265970902565) | > loss_disc_real_3: 0.2089853137731552 (0.22757645257008383) | > loss_disc_real_4: 0.21640580892562866 (0.2340685832194793) | > loss_disc_real_5: 0.24478363990783691 (0.2211427180430828) | > loss_0: 2.23103404045105 (2.327989975611368) | > grad_norm_0: tensor(16.8553, device='cuda:0') (tensor(8.4771, device='cuda:0')) | > loss_gen: 2.5957274436950684 (2.5033445419409333) | > loss_kl: 1.8920077085494995 (1.9245904836899195) | > loss_feat: 7.394746780395508 (7.097016016642253) | > loss_mel: 16.606874465942383 (17.324597285344055) | > loss_duration: 1.9909594058990479 (1.9968960224053798) | > loss_1: 30.480316162109375 (30.84644430111616) | > grad_norm_1: tensor(132.2530, device='cuda:0') (tensor(85.6424, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3648 (0.3665417524484488) | > loader_time: 0.0032 (0.0033432948283660105) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_372500.pth  --> TIME: 2024-06-12 05:25:55 -- STEP: 64/330 -- GLOBAL_STEP: 372525 | > loss_disc: 2.268221139907837 (2.3378738313913345) | > loss_disc_real_0: 0.09917008131742477 (0.10571191937197) | > loss_disc_real_1: 0.1702272742986679 (0.19367327517829835) | > loss_disc_real_2: 0.19730345904827118 (0.2091091056354344) | > loss_disc_real_3: 0.22712227702140808 (0.22923517134040594) | > loss_disc_real_4: 0.22163397073745728 (0.23353529255837202) | > loss_disc_real_5: 0.23104648292064667 (0.22287938836961985) | > loss_0: 2.268221139907837 (2.3378738313913345) | > grad_norm_0: tensor(10.0042, device='cuda:0') (tensor(9.0018, device='cuda:0')) | > loss_gen: 2.46917462348938 (2.4967855066061015) | > loss_kl: 2.130903482437134 (1.9386372976005077) | > loss_feat: 7.707769393920898 (7.028948210179806) | > loss_mel: 17.363126754760742 (17.26844364404679) | > loss_duration: 2.0050902366638184 (1.9817835371941328) | > loss_1: 31.67606544494629 (30.714598149061203) | > grad_norm_1: tensor(86.8715, device='cuda:0') (tensor(90.5519, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3555 (0.36747536435723305) | > loader_time: 0.0036 (0.003465171903371811)  --> TIME: 2024-06-12 05:26:04 -- STEP: 89/330 -- GLOBAL_STEP: 372550 | > loss_disc: 2.472984552383423 (2.339358302984345) | > loss_disc_real_0: 0.13289427757263184 (0.10724338805407621) | > loss_disc_real_1: 0.20249387621879578 (0.1951628072877948) | > loss_disc_real_2: 0.20497636497020721 (0.2084684624765696) | > loss_disc_real_3: 0.2102060168981552 (0.22925618977359172) | > loss_disc_real_4: 0.23321999609470367 (0.23241595572300172) | > loss_disc_real_5: 0.22555433213710785 (0.22221015075619302) | > loss_0: 2.472984552383423 (2.339358302984345) | > grad_norm_0: tensor(6.8448, device='cuda:0') (tensor(8.9706, device='cuda:0')) | > loss_gen: 2.337322473526001 (2.4916727221413946) | > loss_kl: 2.19975209236145 (1.9579512242520793) | > loss_feat: 6.628339767456055 (6.994936846615223) | > loss_mel: 16.627586364746094 (17.208042294791582) | > loss_duration: 1.9979138374328613 (1.9778230779626396) | > loss_1: 29.790912628173828 (30.630426106827983) | > grad_norm_1: tensor(80.7337, device='cuda:0') (tensor(86.7791, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.374 (0.367798735586445) | > loader_time: 0.0035 (0.003560596637511521)  --> TIME: 2024-06-12 05:26:14 -- STEP: 114/330 -- GLOBAL_STEP: 372575 | > loss_disc: 2.412543535232544 (2.3463150032779625) | > loss_disc_real_0: 0.18477731943130493 (0.10953032003160108) | > loss_disc_real_1: 0.18004050850868225 (0.19488583178373806) | > loss_disc_real_2: 0.21581058204174042 (0.20880799479129022) | > loss_disc_real_3: 0.22986169159412384 (0.22958681314137944) | > loss_disc_real_4: 0.2157846987247467 (0.23298797455796025) | > loss_disc_real_5: 0.21422375738620758 (0.2228460706639708) | > loss_0: 2.412543535232544 (2.3463150032779625) | > grad_norm_0: tensor(10.3114, device='cuda:0') (tensor(8.6884, device='cuda:0')) | > loss_gen: 2.4735398292541504 (2.492454453518516) | > loss_kl: 2.159270763397217 (1.9711631923391109) | > loss_feat: 7.155196666717529 (6.997180629194829) | > loss_mel: 17.540538787841797 (17.204069137573246) | > loss_duration: 2.024557590484619 (1.9806160780421473) | > loss_1: 31.353103637695312 (30.64548335159034) | > grad_norm_1: tensor(59.2321, device='cuda:0') (tensor(83.8138, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3868 (0.3681559960047404) | > loader_time: 0.0046 (0.0036515520330060993)  --> TIME: 2024-06-12 05:26:23 -- STEP: 139/330 -- GLOBAL_STEP: 372600 | > loss_disc: 2.4388976097106934 (2.353102479907248) | > loss_disc_real_0: 0.10372595489025116 (0.11124315541639603) | > loss_disc_real_1: 0.19663824141025543 (0.19535841594497078) | > loss_disc_real_2: 0.23035719990730286 (0.20924241990923023) | > loss_disc_real_3: 0.2397506833076477 (0.2297586273375175) | > loss_disc_real_4: 0.23871243000030518 (0.23229962083504355) | > loss_disc_real_5: 0.19623443484306335 (0.22329413086819133) | > loss_0: 2.4388976097106934 (2.353102479907248) | > grad_norm_0: tensor(21.2602, device='cuda:0') (tensor(9.1872, device='cuda:0')) | > loss_gen: 2.400317668914795 (2.4834525808155967) | > loss_kl: 1.980555772781372 (1.9813565418874617) | > loss_feat: 6.68649959564209 (6.97327380557712) | > loss_mel: 16.828773498535156 (17.206516238425277) | > loss_duration: 2.0714712142944336 (1.9873092997845987) | > loss_1: 29.96761703491211 (30.631908306972587) | > grad_norm_1: tensor(242.3289, device='cuda:0') (tensor(87.0898, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3737 (0.36907084897267733) | > loader_time: 0.0041 (0.0037413501053405324)  --> TIME: 2024-06-12 05:26:33 -- STEP: 164/330 -- GLOBAL_STEP: 372625 | > loss_disc: 2.4061434268951416 (2.3553961384587163) | > loss_disc_real_0: 0.15066781640052795 (0.11205829552760939) | > loss_disc_real_1: 0.16983672976493835 (0.19548623172975169) | > loss_disc_real_2: 0.2240971475839615 (0.20922865836722096) | > loss_disc_real_3: 0.21031250059604645 (0.22980738921863278) | > loss_disc_real_4: 0.23805423080921173 (0.2327623877038316) | > loss_disc_real_5: 0.22812537848949432 (0.22355771101102595) | > loss_0: 2.4061434268951416 (2.3553961384587163) | > grad_norm_0: tensor(10.7892, device='cuda:0') (tensor(9.4320, device='cuda:0')) | > loss_gen: 2.396207571029663 (2.477168522230008) | > loss_kl: 2.1635892391204834 (1.9864275760766936) | > loss_feat: 6.762324333190918 (6.975959245751544) | > loss_mel: 16.549152374267578 (17.19544815435642) | > loss_duration: 2.0782740116119385 (1.992064291384162) | > loss_1: 29.949548721313477 (30.627067658959366) | > grad_norm_1: tensor(112.3739, device='cuda:0') (tensor(92.4258, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3809 (0.370143893288403) | > loader_time: 0.0048 (0.0038376639528972345)  --> TIME: 2024-06-12 05:26:43 -- STEP: 189/330 -- GLOBAL_STEP: 372650 | > loss_disc: 2.372087001800537 (2.3579615852820175) | > loss_disc_real_0: 0.16034871339797974 (0.11330371062276225) | > loss_disc_real_1: 0.20745764672756195 (0.19602311572069844) | > loss_disc_real_2: 0.2215324193239212 (0.20965627829233804) | > loss_disc_real_3: 0.26013126969337463 (0.22990413577783675) | > loss_disc_real_4: 0.2521629333496094 (0.23319014126346224) | > loss_disc_real_5: 0.22127020359039307 (0.22374618621099562) | > loss_0: 2.372087001800537 (2.3579615852820175) | > grad_norm_0: tensor(8.8488, device='cuda:0') (tensor(9.7927, device='cuda:0')) | > loss_gen: 2.3734421730041504 (2.4740573666083114) | > loss_kl: 2.0125908851623535 (1.9893295008038718) | > loss_feat: 6.358511447906494 (6.978040236013907) | > loss_mel: 17.125614166259766 (17.169536620851538) | > loss_duration: 2.0872950553894043 (2.0004467516349105) | > loss_1: 29.95745277404785 (30.611410393286004) | > grad_norm_1: tensor(87.5780, device='cuda:0') (tensor(100.3839, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3865 (0.3724600650646068) | > loader_time: 0.0042 (0.003925437018984839)  --> TIME: 2024-06-12 05:26:53 -- STEP: 214/330 -- GLOBAL_STEP: 372675 | > loss_disc: 2.3478643894195557 (2.3613205412837934) | > loss_disc_real_0: 0.13795757293701172 (0.11474447136866713) | > loss_disc_real_1: 0.20352418720722198 (0.1961433410505268) | > loss_disc_real_2: 0.22575761377811432 (0.2099036976834324) | > loss_disc_real_3: 0.2241349220275879 (0.22997143955152727) | > loss_disc_real_4: 0.21945808827877045 (0.23300456938063988) | > loss_disc_real_5: 0.2380882054567337 (0.22414888650457435) | > loss_0: 2.3478643894195557 (2.3613205412837934) | > grad_norm_0: tensor(16.0381, device='cuda:0') (tensor(10.1472, device='cuda:0')) | > loss_gen: 2.4060914516448975 (2.470024003046695) | > loss_kl: 2.0181021690368652 (1.99393552987375) | > loss_feat: 6.461928367614746 (6.95882473927792) | > loss_mel: 17.21799659729004 (17.124457880715337) | > loss_duration: 2.109813690185547 (2.0086406608608276) | > loss_1: 30.213932037353516 (30.555882756955157) | > grad_norm_1: tensor(72.3681, device='cuda:0') (tensor(107.5705, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.3984 (0.37477671320193284) | > loader_time: 0.0048 (0.004020498177715549)  --> TIME: 2024-06-12 05:27:03 -- STEP: 239/330 -- GLOBAL_STEP: 372700 | > loss_disc: 2.428766965866089 (2.3623472666640652) | > loss_disc_real_0: 0.1669303923845291 (0.1155853769332794) | > loss_disc_real_1: 0.2153366506099701 (0.19628255861074856) | > loss_disc_real_2: 0.1901082545518875 (0.2105006900417256) | > loss_disc_real_3: 0.23253750801086426 (0.23009560422418507) | > loss_disc_real_4: 0.27538639307022095 (0.2326093888432411) | > loss_disc_real_5: 0.2269178181886673 (0.2229487288073017) | > loss_0: 2.428766965866089 (2.3623472666640652) | > grad_norm_0: tensor(45.3422, device='cuda:0') (tensor(11.6139, device='cuda:0')) | > loss_gen: 2.550286293029785 (2.4716435695791836) | > loss_kl: 2.0546092987060547 (2.0002830342767624) | > loss_feat: 7.239196300506592 (6.964507701506674) | > loss_mel: 16.892353057861328 (17.09364074643187) | > loss_duration: 2.0538995265960693 (2.017603017795035) | > loss_1: 30.790346145629883 (30.547678041657644) | > grad_norm_1: tensor(247.4043, device='cuda:0') (tensor(129.7824, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.4082 (0.37801482587678664) | > loader_time: 0.0058 (0.004139095170727333)  --> TIME: 2024-06-12 05:27:14 -- STEP: 264/330 -- GLOBAL_STEP: 372725 | > loss_disc: 2.2822957038879395 (2.362824314471446) | > loss_disc_real_0: 0.09665054082870483 (0.11642544431555452) | > loss_disc_real_1: 0.2234724909067154 (0.19655531526289202) | > loss_disc_real_2: 0.19070826470851898 (0.21065943072916885) | > loss_disc_real_3: 0.22138190269470215 (0.23006735380851862) | > loss_disc_real_4: 0.2361842691898346 (0.23248084854673257) | > loss_disc_real_5: 0.22969204187393188 (0.2228981682635618) | > loss_0: 2.2822957038879395 (2.362824314471446) | > grad_norm_0: tensor(31.4060, device='cuda:0') (tensor(13.7809, device='cuda:0')) | > loss_gen: 2.619649887084961 (2.4789880658641) | > loss_kl: 1.9964900016784668 (2.0084926648573447) | > loss_feat: 7.527188301086426 (6.987124919891357) | > loss_mel: 17.035327911376953 (17.04967151627396) | > loss_duration: 2.147162914276123 (2.026255871761928) | > loss_1: 31.32581901550293 (30.550533005685516) | > grad_norm_1: tensor(556.7206, device='cuda:0') (tensor(159.8364, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.4347 (0.3827314232334946) | > loader_time: 0.006 (0.004270372968731503)  --> TIME: 2024-06-12 05:27:26 -- STEP: 289/330 -- GLOBAL_STEP: 372750 | > loss_disc: 2.3893442153930664 (2.3650344094603115) | > loss_disc_real_0: 0.1529245376586914 (0.11797278219750183) | > loss_disc_real_1: 0.22009851038455963 (0.197115389842888) | > loss_disc_real_2: 0.2513664662837982 (0.21089950688570014) | > loss_disc_real_3: 0.24989934265613556 (0.23010618597990914) | > loss_disc_real_4: 0.19825829565525055 (0.23172897487156943) | > loss_disc_real_5: 0.21187879145145416 (0.221599938547735) | > loss_0: 2.3893442153930664 (2.3650344094603115) | > grad_norm_0: tensor(26.3295, device='cuda:0') (tensor(16.0513, device='cuda:0')) | > loss_gen: 2.434738874435425 (2.479751628162951) | > loss_kl: 1.9025331735610962 (2.015690470236809) | > loss_feat: 7.170525550842285 (6.985360955697029) | > loss_mel: 16.241775512695312 (16.98802258646612) | > loss_duration: 2.1806888580322266 (2.036342763158277) | > loss_1: 29.930261611938477 (30.50516836040985) | > grad_norm_1: tensor(446.6580, device='cuda:0') (tensor(186.5659, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.4766 (0.3889367737159598) | > loader_time: 0.0063 (0.004434264654931725)  --> TIME: 2024-06-12 05:27:39 -- STEP: 314/330 -- GLOBAL_STEP: 372775 | > loss_disc: 2.417882204055786 (2.369581458674875) | > loss_disc_real_0: 0.14421981573104858 (0.11934708125272374) | > loss_disc_real_1: 0.19954068958759308 (0.1974533855630334) | > loss_disc_real_2: 0.22961780428886414 (0.21111840104601182) | > loss_disc_real_3: 0.22052322328090668 (0.2300227956407389) | > loss_disc_real_4: 0.19007925689220428 (0.23209719412076246) | > loss_disc_real_5: 0.19686631858348846 (0.2222842846516591) | > loss_0: 2.417882204055786 (2.369581458674875) | > grad_norm_0: tensor(6.7972, device='cuda:0') (tensor(16.2378, device='cuda:0')) | > loss_gen: 2.4234442710876465 (2.47348992156375) | > loss_kl: 1.964205265045166 (2.0235557624488885) | > loss_feat: 8.081542015075684 (6.987154383568248) | > loss_mel: 16.417097091674805 (16.933508141025612) | > loss_duration: 2.256923198699951 (2.049739737039918) | > loss_1: 31.143213272094727 (30.467447900468375) | > grad_norm_1: tensor(115.0799, device='cuda:0') (tensor(192.8258, device='cuda:0')) | > current_lr_0: 0.00017956919688537603 | > current_lr_1: 0.00017956919688537603 | > step_time: 0.5352 (0.3981150867073401) | > loader_time: 0.0079 (0.0046506133049157026)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5398991107940674 (2.5398991107940674) | > loss_disc_real_0: 0.20207896828651428 (0.20207896828651428) | > loss_disc_real_1: 0.23899169266223907 (0.23899169266223907) | > loss_disc_real_2: 0.2293519526720047 (0.2293519526720047) | > loss_disc_real_3: 0.23380988836288452 (0.23380988836288452) | > loss_disc_real_4: 0.23083904385566711 (0.23083904385566711) | > loss_disc_real_5: 0.25862571597099304 (0.25862571597099304) | > loss_0: 2.5398991107940674 (2.5398991107940674) | > loss_gen: 2.3468518257141113 (2.3468518257141113) | > loss_kl: 2.302201986312866 (2.302201986312866) | > loss_feat: 7.082067012786865 (7.082067012786865) | > loss_mel: 16.866138458251953 (16.866138458251953) | > loss_duration: 3.1747796535491943 (3.1747796535491943) | > loss_1: 31.77203941345215 (31.77203941345215)  --> STEP: 1 | > loss_disc: 2.305878162384033 (2.305878162384033) | > loss_disc_real_0: 0.1613599807024002 (0.1613599807024002) | > loss_disc_real_1: 0.21588857471942902 (0.21588857471942902) | > loss_disc_real_2: 0.20970872044563293 (0.20970872044563293) | > loss_disc_real_3: 0.20775748789310455 (0.20775748789310455) | > loss_disc_real_4: 0.24131938815116882 (0.24131938815116882) | > loss_disc_real_5: 0.23107165098190308 (0.23107165098190308) | > loss_0: 2.305878162384033 (2.305878162384033) | > loss_gen: 2.4426257610321045 (2.4426257610321045) | > loss_kl: 2.994157075881958 (2.994157075881958) | > loss_feat: 6.468689441680908 (6.468689441680908) | > loss_mel: 17.508575439453125 (17.508575439453125) | > loss_duration: 2.484708786010742 (2.484708786010742) | > loss_1: 31.89875602722168 (31.89875602722168)  --> STEP: 2 | > loss_disc: 2.297499418258667 (2.30168879032135) | > loss_disc_real_0: 0.049819234758615494 (0.10558960773050785) | > loss_disc_real_1: 0.23337842524051666 (0.22463349997997284) | > loss_disc_real_2: 0.19097459316253662 (0.20034165680408478) | > loss_disc_real_3: 0.21715600788593292 (0.21245674788951874) | > loss_disc_real_4: 0.28097692131996155 (0.2611481547355652) | > loss_disc_real_5: 0.28003937005996704 (0.25555551052093506) | > loss_0: 2.297499418258667 (2.30168879032135) | > loss_gen: 2.4247825145721436 (2.433704137802124) | > loss_kl: 3.515789747238159 (3.2549734115600586) | > loss_feat: 7.015222072601318 (6.741955757141113) | > loss_mel: 18.683984756469727 (18.096280097961426) | > loss_duration: 2.5186104774475098 (2.501659631729126) | > loss_1: 34.158390045166016 (33.02857303619385)  --> STEP: 3 | > loss_disc: 2.219642162322998 (2.2743399143218994) | > loss_disc_real_0: 0.10526400804519653 (0.10548107450207074) | > loss_disc_real_1: 0.19025148451328278 (0.21317282815774283) | > loss_disc_real_2: 0.17982853949069977 (0.19350395103295645) | > loss_disc_real_3: 0.22831317782402039 (0.21774222453435263) | > loss_disc_real_4: 0.17908552289009094 (0.2337939441204071) | > loss_disc_real_5: 0.17872682213783264 (0.2299459477265676) | > loss_0: 2.219642162322998 (2.2743399143218994) | > loss_gen: 2.2650704383850098 (2.377492904663086) | > loss_kl: 3.102191209793091 (3.2040460109710693) | > loss_feat: 6.710315704345703 (6.731409072875977) | > loss_mel: 15.43492317199707 (17.209161122639973) | > loss_duration: 2.3470826148986816 (2.450133959452311) | > loss_1: 29.859580993652344 (31.97224235534668)  --> STEP: 4 | > loss_disc: 2.574197769165039 (2.3493043780326843) | > loss_disc_real_0: 0.11267759650945663 (0.10728020500391722) | > loss_disc_real_1: 0.3133573532104492 (0.23821895942091942) | > loss_disc_real_2: 0.21785283088684082 (0.19959117099642754) | > loss_disc_real_3: 0.2720533013343811 (0.23131999373435974) | > loss_disc_real_4: 0.2644746005535126 (0.24146410822868347) | > loss_disc_real_5: 0.24373815953731537 (0.23339400067925453) | > loss_0: 2.574197769165039 (2.3493043780326843) | > loss_gen: 2.4879307746887207 (2.4051023721694946) | > loss_kl: 3.8368070125579834 (3.362236261367798) | > loss_feat: 5.707226753234863 (6.475363492965698) | > loss_mel: 18.622182846069336 (17.562416553497314) | > loss_duration: 2.4016928672790527 (2.4380236864089966) | > loss_1: 33.05583953857422 (32.243141651153564)  --> STEP: 5 | > loss_disc: 2.4205522537231445 (2.3635539531707765) | > loss_disc_real_0: 0.19077074527740479 (0.12397831305861473) | > loss_disc_real_1: 0.22772446274757385 (0.2361200600862503) | > loss_disc_real_2: 0.17182308435440063 (0.19403755366802217) | > loss_disc_real_3: 0.20108184218406677 (0.22527236342430115) | > loss_disc_real_4: 0.22841721773147583 (0.23885473012924194) | > loss_disc_real_5: 0.2161063402891159 (0.2299364686012268) | > loss_0: 2.4205522537231445 (2.3635539531707765) | > loss_gen: 2.249086380004883 (2.3738991737365724) | > loss_kl: 2.7183759212493896 (3.2334641933441164) | > loss_feat: 7.580129623413086 (6.696316719055176) | > loss_mel: 18.758514404296875 (17.801636123657225) | > loss_duration: 2.394171714782715 (2.4292532920837404) | > loss_1: 33.700279235839844 (32.53456916809082)  --> STEP: 6 | > loss_disc: 2.424313545227051 (2.3736805518468223) | > loss_disc_real_0: 0.14004679024219513 (0.12665639258921146) | > loss_disc_real_1: 0.22976700961589813 (0.23506121834119162) | > loss_disc_real_2: 0.3170184791088104 (0.2145343745748202) | > loss_disc_real_3: 0.283769816160202 (0.23502193888028464) | > loss_disc_real_4: 0.2463311403989792 (0.2401007985075315) | > loss_disc_real_5: 0.23373758792877197 (0.230569988489151) | > loss_0: 2.424313545227051 (2.3736805518468223) | > loss_gen: 2.464308261871338 (2.3889673550923667) | > loss_kl: 3.4135730266571045 (3.2634823322296143) | > loss_feat: 5.847769737243652 (6.554892222086589) | > loss_mel: 16.964570999145508 (17.66212526957194) | > loss_duration: 2.171531915664673 (2.386299729347229) | > loss_1: 30.861753463745117 (32.25576655069987)  --> STEP: 7 | > loss_disc: 2.450122833251953 (2.384600877761841) | > loss_disc_real_0: 0.1305125206708908 (0.12720726802945137) | > loss_disc_real_1: 0.21239745616912842 (0.23182353803089686) | > loss_disc_real_2: 0.18164491653442383 (0.20983588056904928) | > loss_disc_real_3: 0.2598619759082794 (0.2385705155985696) | > loss_disc_real_4: 0.2257520854473114 (0.23805098235607147) | > loss_disc_real_5: 0.2959887981414795 (0.23991553272519792) | > loss_0: 2.450122833251953 (2.384600877761841) | > loss_gen: 2.264417886734009 (2.3711745738983154) | > loss_kl: 4.258205413818359 (3.405585629599435) | > loss_feat: 5.280539512634277 (6.372841835021973) | > loss_mel: 16.694400787353516 (17.52387891496931) | > loss_duration: 2.5463900566101074 (2.409169776099069) | > loss_1: 31.043954849243164 (32.08265059334891)  --> STEP: 8 | > loss_disc: 2.188976764678955 (2.36014786362648) | > loss_disc_real_0: 0.13387484848499298 (0.12804071558639407) | > loss_disc_real_1: 0.19433078169822693 (0.22713694348931313) | > loss_disc_real_2: 0.16604019701480865 (0.2043614201247692) | > loss_disc_real_3: 0.21299788355827332 (0.23537393659353256) | > loss_disc_real_4: 0.13197694718837738 (0.2247917279601097) | > loss_disc_real_5: 0.1568550169467926 (0.22953296825289726) | > loss_0: 2.188976764678955 (2.36014786362648) | > loss_gen: 2.316607713699341 (2.3643537163734436) | > loss_kl: 2.9859442710876465 (3.3531304597854614) | > loss_feat: 10.228373527526855 (6.854783296585083) | > loss_mel: 18.181394577026367 (17.60606837272644) | > loss_duration: 2.2991132736206055 (2.395412713289261) | > loss_1: 36.01143264770508 (32.57374835014343)  --> STEP: 9 | > loss_disc: 2.6009676456451416 (2.386905617184109) | > loss_disc_real_0: 0.09491316974163055 (0.12435987715919812) | > loss_disc_real_1: 0.21656295657157898 (0.22596205605400932) | > loss_disc_real_2: 0.2677484452724457 (0.21140442291895548) | > loss_disc_real_3: 0.24864496290683746 (0.23684849507278866) | > loss_disc_real_4: 0.23400992155075073 (0.22581597169240317) | > loss_disc_real_5: 0.21446897089481354 (0.22785919076866573) | > loss_0: 2.6009676456451416 (2.386905617184109) | > loss_gen: 2.5001134872436523 (2.379438135359022) | > loss_kl: 2.6476876735687256 (3.274747927983602) | > loss_feat: 8.258394241333008 (7.0107400682237415) | > loss_mel: 18.53013038635254 (17.708741929796005) | > loss_duration: 2.206099271774292 (2.374377886454264) | > loss_1: 34.142425537109375 (32.74804581536187)  --> STEP: 10 | > loss_disc: 2.292867660522461 (2.3775018215179444) | > loss_disc_real_0: 0.0591060034930706 (0.11783448979258537) | > loss_disc_real_1: 0.28890570998191833 (0.23225642144680023) | > loss_disc_real_2: 0.17927032709121704 (0.20819101333618165) | > loss_disc_real_3: 0.23174254596233368 (0.23633790016174316) | > loss_disc_real_4: 0.24088408052921295 (0.22732278257608413) | > loss_disc_real_5: 0.2606392800807953 (0.2311371996998787) | > loss_0: 2.292867660522461 (2.3775018215179444) | > loss_gen: 2.422929286956787 (2.383787250518799) | > loss_kl: 2.887144088745117 (3.2359875440597534) | > loss_feat: 5.773120880126953 (6.8869781494140625) | > loss_mel: 18.39268684387207 (17.777136421203615) | > loss_duration: 2.4781575202941895 (2.384755849838257) | > loss_1: 31.954038619995117 (32.6686450958252)  --> STEP: 11 | > loss_disc: 2.742544651031494 (2.4106875332919033) | > loss_disc_real_0: 0.06983326375484467 (0.11347074197097258) | > loss_disc_real_1: 0.29568052291870117 (0.23802224885333667) | > loss_disc_real_2: 0.28917327523231506 (0.21555303714492105) | > loss_disc_real_3: 0.24560955166816711 (0.23718077757141806) | > loss_disc_real_4: 0.27925118803977966 (0.23204354670914737) | > loss_disc_real_5: 0.3483596742153168 (0.24179378829219125) | > loss_0: 2.742544651031494 (2.4106875332919033) | > loss_gen: 2.156269073486328 (2.3631037798794834) | > loss_kl: 3.9802169799804688 (3.3036447655070913) | > loss_feat: 4.981807231903076 (6.7137807932767) | > loss_mel: 17.182199478149414 (17.723051244562324) | > loss_duration: 2.5177102088928223 (2.396842609752308) | > loss_1: 30.81820297241211 (32.50042308460582)  --> STEP: 12 | > loss_disc: 2.3030290603637695 (2.4017159938812256) | > loss_disc_real_0: 0.07978460192680359 (0.1106635636339585) | > loss_disc_real_1: 0.24174821376800537 (0.23833274592955908) | > loss_disc_real_2: 0.25994929671287537 (0.21925272544225058) | > loss_disc_real_3: 0.27272829413414 (0.24014307061831155) | > loss_disc_real_4: 0.2704472541809082 (0.23524385566512743) | > loss_disc_real_5: 0.27511218190193176 (0.24457032109300295) | > loss_0: 2.3030290603637695 (2.4017159938812256) | > loss_gen: 2.6508238315582275 (2.387080450852712) | > loss_kl: 2.3479549884796143 (3.2240039507548013) | > loss_feat: 5.837294101715088 (6.6407402356465655) | > loss_mel: 16.66321563720703 (17.63473161061605) | > loss_duration: 2.30757999420166 (2.389404058456421) | > loss_1: 29.806869506835938 (32.27596028645833)  --> STEP: 13 | > loss_disc: 2.4034762382507324 (2.401851397294265) | > loss_disc_real_0: 0.10965213179588318 (0.11058576118487579) | > loss_disc_real_1: 0.2684347331523895 (0.24064828340823835) | > loss_disc_real_2: 0.23932233452796936 (0.2207965415257674) | > loss_disc_real_3: 0.24145770072937012 (0.2402441960114699) | > loss_disc_real_4: 0.22314243018627167 (0.23431297678213853) | > loss_disc_real_5: 0.21401779353618622 (0.2422201266655555) | > loss_0: 2.4034762382507324 (2.401851397294265) | > loss_gen: 2.3714816570281982 (2.3858805436354418) | > loss_kl: 3.104457378387451 (3.2148080605726976) | > loss_feat: 6.558053493499756 (6.634379717019888) | > loss_mel: 16.97152328491211 (17.5837155855619) | > loss_duration: 2.3026647567749023 (2.3827318044809194) | > loss_1: 31.308177947998047 (32.201515491192154)  --> STEP: 14 | > loss_disc: 2.621614933013916 (2.417548792702811) | > loss_disc_real_0: 0.10950708389282227 (0.11050871280687195) | > loss_disc_real_1: 0.2587791681289673 (0.24194334660257613) | > loss_disc_real_2: 0.25663721561431885 (0.22335658967494965) | > loss_disc_real_3: 0.2334730327129364 (0.23976054149014608) | > loss_disc_real_4: 0.26893386244773865 (0.23678589718682425) | > loss_disc_real_5: 0.2711351215839386 (0.24428548344544002) | > loss_0: 2.621614933013916 (2.417548792702811) | > loss_gen: 2.2261979579925537 (2.3744746446609497) | > loss_kl: 4.000560283660889 (3.270933219364711) | > loss_feat: 6.219217300415039 (6.60472525869097) | > loss_mel: 18.677902221679688 (17.661871773856028) | > loss_duration: 2.4235024452209473 (2.3856439931052074) | > loss_1: 33.54738235473633 (32.29764883858817)  --> STEP: 15 | > loss_disc: 2.5343079566955566 (2.4253327369689943) | > loss_disc_real_0: 0.10479231178760529 (0.11012761940558752) | > loss_disc_real_1: 0.30595773458480835 (0.24621097246805826) | > loss_disc_real_2: 0.22497819364070892 (0.22346469660600027) | > loss_disc_real_3: 0.25734153389930725 (0.24093260765075683) | > loss_disc_real_4: 0.20946459472179413 (0.2349644770224889) | > loss_disc_real_5: 0.2254229038953781 (0.24302797814210256) | > loss_0: 2.5343079566955566 (2.4253327369689943) | > loss_gen: 2.356966972351074 (2.373307466506958) | > loss_kl: 3.732440948486328 (3.301700401306152) | > loss_feat: 7.999795913696289 (6.697729969024659) | > loss_mel: 16.914024353027344 (17.612015279134116) | > loss_duration: 2.4223711490631104 (2.3880924701690676) | > loss_1: 33.42559814453125 (32.37284545898437)  --> STEP: 16 | > loss_disc: 2.5680346488952637 (2.434251606464386) | > loss_disc_real_0: 0.14769428968429565 (0.11247553629800677) | > loss_disc_real_1: 0.32163137197494507 (0.2509247474372387) | > loss_disc_real_2: 0.24060100317001343 (0.2245357157662511) | > loss_disc_real_3: 0.20511206984519958 (0.2386938240379095) | > loss_disc_real_4: 0.2298242598772049 (0.23464321345090866) | > loss_disc_real_5: 0.24290341138839722 (0.24302019271999598) | > loss_0: 2.5680346488952637 (2.434251606464386) | > loss_gen: 2.272761821746826 (2.3670233637094498) | > loss_kl: 3.1764113903045654 (3.293869838118553) | > loss_feat: 6.779207229614258 (6.702822297811508) | > loss_mel: 16.72588348388672 (17.556632041931152) | > loss_duration: 2.413982391357422 (2.3897105902433395) | > loss_1: 31.368247985839844 (32.31005811691284)  --> STEP: 17 | > loss_disc: 2.7750661373138428 (2.4542995200437656) | > loss_disc_real_0: 0.18939854204654694 (0.11700041898909737) | > loss_disc_real_1: 0.27119702100753784 (0.25211723411784454) | > loss_disc_real_2: 0.3124222755432129 (0.22970551340019002) | > loss_disc_real_3: 0.2722122073173523 (0.2406654936425826) | > loss_disc_real_4: 0.24782167375087738 (0.23541841699796565) | > loss_disc_real_5: 0.32622113823890686 (0.24791436598581426) | > loss_0: 2.7750661373138428 (2.4542995200437656) | > loss_gen: 2.451040744781494 (2.3719655625960407) | > loss_kl: 2.541910409927368 (3.2496369305778954) | > loss_feat: 6.899880409240723 (6.714413951424992) | > loss_mel: 17.467533111572266 (17.55139092838063) | > loss_duration: 2.416654109954834 (2.391295503167545) | > loss_1: 31.777019500732422 (32.278702904196344)  --> STEP: 18 | > loss_disc: 2.4923601150512695 (2.4564139975441828) | > loss_disc_real_0: 0.2155144065618515 (0.12247341829869482) | > loss_disc_real_1: 0.2149621695280075 (0.2500530638628536) | > loss_disc_real_2: 0.1313418298959732 (0.2242408643166224) | > loss_disc_real_3: 0.19437971711158752 (0.23809406161308289) | > loss_disc_real_4: 0.20215490460395813 (0.23357044408718744) | > loss_disc_real_5: 0.20880593359470367 (0.24574167529741922) | > loss_0: 2.4923601150512695 (2.4564139975441828) | > loss_gen: 2.0261244773864746 (2.352752168973287) | > loss_kl: 3.146892786026001 (3.2439289225472345) | > loss_feat: 7.208183765411377 (6.741845607757568) | > loss_mel: 14.751075744628906 (17.395817862616646) | > loss_duration: 2.226607084274292 (2.3821461465623646) | > loss_1: 29.358882904052734 (32.11649068196615)  --> STEP: 19 | > loss_disc: 2.6341869831085205 (2.4657704704686214) | > loss_disc_real_0: 0.20882199704647064 (0.12701808033805145) | > loss_disc_real_1: 0.1552034169435501 (0.24506097718289024) | > loss_disc_real_2: 0.2171991765499115 (0.22387024917100606) | > loss_disc_real_3: 0.2683084011077881 (0.23968429000754105) | > loss_disc_real_4: 0.24294482171535492 (0.23406383238340678) | > loss_disc_real_5: 0.28101739287376404 (0.2475982920119637) | > loss_0: 2.6341869831085205 (2.4657704704686214) | > loss_gen: 2.150364875793457 (2.3421002061743486) | > loss_kl: 2.115891695022583 (3.1845585421512) | > loss_feat: 5.281308650970459 (6.664975241610878) | > loss_mel: 15.515897750854492 (17.29687469883969) | > loss_duration: 2.3319690227508545 (2.379505245309127) | > loss_1: 27.395429611206055 (31.868013783505088)  --> STEP: 20 | > loss_disc: 2.7414021492004395 (2.4795520544052123) | > loss_disc_real_0: 0.22133290767669678 (0.1317338217049837) | > loss_disc_real_1: 0.2861138880252838 (0.24711362272500992) | > loss_disc_real_2: 0.30058038234710693 (0.2277057558298111) | > loss_disc_real_3: 0.27958422899246216 (0.24167928695678711) | > loss_disc_real_4: 0.25381699204444885 (0.2350514903664589) | > loss_disc_real_5: 0.27547746896743774 (0.2489922508597374) | > loss_0: 2.7414021492004395 (2.4795520544052123) | > loss_gen: 2.4542481899261475 (2.3477076053619386) | > loss_kl: 2.58974027633667 (3.1548176288604735) | > loss_feat: 6.316232204437256 (6.647538089752198) | > loss_mel: 17.83814239501953 (17.32393808364868) | > loss_duration: 2.3064613342285156 (2.3758530497550967) | > loss_1: 31.504823684692383 (31.849854278564454)  --> STEP: 21 | > loss_disc: 2.5704073905944824 (2.483878498985654) | > loss_disc_real_0: 0.08080880343914032 (0.12930882083518164) | > loss_disc_real_1: 0.2872758209705353 (0.24902610835574923) | > loss_disc_real_2: 0.2659335732460022 (0.22952612808772496) | > loss_disc_real_3: 0.23458260297775269 (0.24134134962445214) | > loss_disc_real_4: 0.2404836267232895 (0.23531016352630796) | > loss_disc_real_5: 0.2106037437915802 (0.24716422671363467) | > loss_0: 2.5704073905944824 (2.483878498985654) | > loss_gen: 2.129711151123047 (2.3373268218267533) | > loss_kl: 3.5639595985412598 (3.174300579797654) | > loss_feat: 4.320841312408447 (6.53674300511678) | > loss_mel: 14.130716323852539 (17.17187990461077) | > loss_duration: 2.1621322631835938 (2.365675869442168) | > loss_1: 26.307361602783203 (31.585926055908203)  --> STEP: 22 | > loss_disc: 2.783033609390259 (2.4974764585494995) | > loss_disc_real_0: 0.1386781632900238 (0.12973470003767448) | > loss_disc_real_1: 0.2221428006887436 (0.24780413982543079) | > loss_disc_real_2: 0.2601619064807892 (0.23091866346922788) | > loss_disc_real_3: 0.28635337948799133 (0.24338735098188574) | > loss_disc_real_4: 0.30844593048095703 (0.2386345165697011) | > loss_disc_real_5: 0.3039720058441162 (0.24974639849229294) | > loss_0: 2.783033609390259 (2.4974764585494995) | > loss_gen: 2.1690828800201416 (2.3296793699264526) | > loss_kl: 2.919093132019043 (3.1627002412622627) | > loss_feat: 5.111663818359375 (6.471966678445989) | > loss_mel: 14.68661117553711 (17.058913144198332) | > loss_duration: 2.2139878273010254 (2.3587809584357524) | > loss_1: 27.100439071655273 (31.382040283896707)  --> STEP: 23 | > loss_disc: 2.2150418758392334 (2.485196694083836) | > loss_disc_real_0: 0.1558847427368164 (0.13087165841589804) | > loss_disc_real_1: 0.2785399556159973 (0.24914047964241193) | > loss_disc_real_2: 0.15622782707214355 (0.22767123579978943) | > loss_disc_real_3: 0.19268183410167694 (0.24118276329144187) | > loss_disc_real_4: 0.19488218426704407 (0.23673224125219428) | > loss_disc_real_5: 0.22389183938503265 (0.24862228722675986) | > loss_0: 2.2150418758392334 (2.485196694083836) | > loss_gen: 2.654712438583374 (2.3438112424767534) | > loss_kl: 2.5257792472839355 (3.13500802413277) | > loss_feat: 6.652104377746582 (6.479798752328624) | > loss_mel: 17.230724334716797 (17.066383195960004) | > loss_duration: 2.2746074199676514 (2.355121239371922) | > loss_1: 31.337926864624023 (31.38012230914572)  --> STEP: 24 | > loss_disc: 2.7961044311523438 (2.498151183128357) | > loss_disc_real_0: 0.11333774775266647 (0.13014107880493006) | > loss_disc_real_1: 0.21535716950893402 (0.2477328417201837) | > loss_disc_real_2: 0.2925185561180115 (0.23037320747971535) | > loss_disc_real_3: 0.2936897873878479 (0.24337055596212545) | > loss_disc_real_4: 0.24788150191307068 (0.2371967937797308) | > loss_disc_real_5: 0.2389010637998581 (0.24821723625063896) | > loss_0: 2.7961044311523438 (2.498151183128357) | > loss_gen: 2.400811195373535 (2.3461862405141196) | > loss_kl: 2.5158629417419434 (3.1092103123664856) | > loss_feat: 6.394806385040283 (6.476257403691609) | > loss_mel: 17.470247268676758 (17.083210865656536) | > loss_duration: 2.426314353942871 (2.3580876191457114) | > loss_1: 31.20804214477539 (31.372952302296955)  --> STEP: 25 | > loss_disc: 2.5916335582733154 (2.5018904781341553) | > loss_disc_real_0: 0.1352846771478653 (0.13034682273864745) | > loss_disc_real_1: 0.2543008327484131 (0.24799556136131287) | > loss_disc_real_2: 0.23779672384262085 (0.23067014813423156) | > loss_disc_real_3: 0.2534652054309845 (0.24377434194087982) | > loss_disc_real_4: 0.20371223986148834 (0.2358574116230011) | > loss_disc_real_5: 0.2662433087825775 (0.2489382791519165) | > loss_0: 2.5916335582733154 (2.5018904781341553) | > loss_gen: 2.2265825271606445 (2.3414020919799805) | > loss_kl: 2.987272024154663 (3.104332780838013) | > loss_feat: 5.6704607009887695 (6.444025535583496) | > loss_mel: 15.256173133850098 (17.010129356384276) | > loss_duration: 2.410067081451416 (2.3601667976379392) | > loss_1: 28.550554275512695 (31.260056381225585)  --> STEP: 26 | > loss_disc: 2.5204343795776367 (2.5026037051127505) | > loss_disc_real_0: 0.06438607722520828 (0.12780987098813054) | > loss_disc_real_1: 0.17217305302619934 (0.24507931104073158) | > loss_disc_real_2: 0.25906190276145935 (0.23176213869681725) | > loss_disc_real_3: 0.21042372286319733 (0.2424916258225074) | > loss_disc_real_4: 0.19713334739208221 (0.23436802453719652) | > loss_disc_real_5: 0.23965221643447876 (0.24858112289355352) | > loss_0: 2.5204343795776367 (2.5026037051127505) | > loss_gen: 1.9320247173309326 (2.3256568083396325) | > loss_kl: 2.66191029548645 (3.087316531401414) | > loss_feat: 8.61795425415039 (6.5276381786053) | > loss_mel: 16.677749633789062 (16.997345520899845) | > loss_duration: 2.3257267475128174 (2.3588421803254347) | > loss_1: 32.21536636352539 (31.2967990728525) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023212707959688627 (-0.0002124034441434424) | > avg_loss_disc: 2.5026037051127505 (+0.07025915842789843) | > avg_loss_disc_real_0: 0.12780987098813054 (-0.02705561742186549) | > avg_loss_disc_real_1: 0.24507931104073158 (+0.06574721892292684) | > avg_loss_disc_real_2: 0.23176213869681725 (-0.02540782437874725) | > avg_loss_disc_real_3: 0.2424916258225074 (-0.03828559643947163) | > avg_loss_disc_real_4: 0.23436802453719652 (-0.01712255581067157) | > avg_loss_disc_real_5: 0.24858112289355352 (+0.006819445353287934) | > avg_loss_0: 2.5026037051127505 (+0.07025915842789843) | > avg_loss_gen: 2.3256568083396325 (-0.12708921615894075) | > avg_loss_kl: 3.087316531401414 (-0.037619581589332096) | > avg_loss_feat: 6.5276381786053 (+0.09829974174499512) | > avg_loss_mel: 16.997345520899845 (+0.43222104586087084) | > avg_loss_duration: 2.3588421803254347 (+0.003982323866623894) | > avg_loss_1: 31.2967990728525 (+0.3697941119854278)  > EPOCH: 863/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:28:08)   --> TIME: 2024-06-12 05:28:13 -- STEP: 9/330 -- GLOBAL_STEP: 372800 | > loss_disc: 2.4218225479125977 (2.31452210744222) | > loss_disc_real_0: 0.16443884372711182 (0.1068494212296274) | > loss_disc_real_1: 0.20256441831588745 (0.1918904466761483) | > loss_disc_real_2: 0.19288773834705353 (0.2034115261501736) | > loss_disc_real_3: 0.225772425532341 (0.22709900637467703) | > loss_disc_real_4: 0.2572442293167114 (0.22295114232434166) | > loss_disc_real_5: 0.23361808061599731 (0.22382249765925938) | > loss_0: 2.4218225479125977 (2.31452210744222) | > grad_norm_0: tensor(7.0934, device='cuda:0') (tensor(9.0853, device='cuda:0')) | > loss_gen: 2.40337872505188 (2.5104319784376354) | > loss_kl: 1.9323760271072388 (1.9595469501283433) | > loss_feat: 6.301598072052002 (6.894887924194336) | > loss_mel: 17.237308502197266 (17.720183266533745) | > loss_duration: 2.0252323150634766 (2.0954721768697104) | > loss_1: 29.89989471435547 (31.180522918701172) | > grad_norm_1: tensor(69.8956, device='cuda:0') (tensor(78.9660, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3525 (0.3619414170583089) | > loader_time: 0.0029 (0.0029926829867892796)  --> TIME: 2024-06-12 05:28:22 -- STEP: 34/330 -- GLOBAL_STEP: 372825 | > loss_disc: 2.3451998233795166 (2.340745547238518) | > loss_disc_real_0: 0.07757887244224548 (0.10481137190671529) | > loss_disc_real_1: 0.19249553978443146 (0.19805707300410552) | > loss_disc_real_2: 0.20775960385799408 (0.20712039970299778) | > loss_disc_real_3: 0.2178070992231369 (0.22408588888014064) | > loss_disc_real_4: 0.22858227789402008 (0.23164010661489823) | > loss_disc_real_5: 0.20243021845817566 (0.2211511840715128) | > loss_0: 2.3451998233795166 (2.340745547238518) | > grad_norm_0: tensor(12.8663, device='cuda:0') (tensor(8.5692, device='cuda:0')) | > loss_gen: 2.4703776836395264 (2.4996580095852123) | > loss_kl: 1.8450642824172974 (1.9513185690431034) | > loss_feat: 7.412588596343994 (6.994826386956608) | > loss_mel: 17.191783905029297 (17.441439235911645) | > loss_duration: 2.0087356567382812 (2.0024998819126805) | > loss_1: 30.92854881286621 (30.889742234173944) | > grad_norm_1: tensor(150.8784, device='cuda:0') (tensor(87.4561, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3891 (0.3665506769629086) | > loader_time: 0.0032 (0.003261860679177677)  --> TIME: 2024-06-12 05:28:32 -- STEP: 59/330 -- GLOBAL_STEP: 372850 | > loss_disc: 2.3590316772460938 (2.345054687079736) | > loss_disc_real_0: 0.09883200377225876 (0.10689895423287052) | > loss_disc_real_1: 0.22178131341934204 (0.19835806701142908) | > loss_disc_real_2: 0.25650015473365784 (0.20845270308397584) | > loss_disc_real_3: 0.2247771918773651 (0.22760704361786277) | > loss_disc_real_4: 0.22599905729293823 (0.22994174037949514) | > loss_disc_real_5: 0.21326670050621033 (0.22244874804706896) | > loss_0: 2.3590316772460938 (2.345054687079736) | > grad_norm_0: tensor(22.5475, device='cuda:0') (tensor(9.0216, device='cuda:0')) | > loss_gen: 2.5441973209381104 (2.4932852963269774) | > loss_kl: 2.0056910514831543 (1.9633346088862016) | > loss_feat: 7.580469131469727 (7.05701124870171) | > loss_mel: 16.89727783203125 (17.2597372410661) | > loss_duration: 1.9627208709716797 (1.9835771645529798) | > loss_1: 30.9903564453125 (30.756945820178014) | > grad_norm_1: tensor(236.7713, device='cuda:0') (tensor(94.1528, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3779 (0.3703257552647995) | > loader_time: 0.0034 (0.003471972578662937)  --> TIME: 2024-06-12 05:28:41 -- STEP: 84/330 -- GLOBAL_STEP: 372875 | > loss_disc: 2.4571099281311035 (2.3532469528061997) | > loss_disc_real_0: 0.07260958105325699 (0.10838693078784715) | > loss_disc_real_1: 0.2174336165189743 (0.19696870800994692) | > loss_disc_real_2: 0.2451774775981903 (0.21094082065281414) | > loss_disc_real_3: 0.270092248916626 (0.2286959801401411) | > loss_disc_real_4: 0.24593554437160492 (0.23164352295654161) | > loss_disc_real_5: 0.22447176277637482 (0.22377557750968707) | > loss_0: 2.4571099281311035 (2.3532469528061997) | > grad_norm_0: tensor(15.7190, device='cuda:0') (tensor(9.1085, device='cuda:0')) | > loss_gen: 2.468031883239746 (2.489926429021926) | > loss_kl: 2.2081220149993896 (1.9880149449620927) | > loss_feat: 6.659047603607178 (7.078044828914461) | > loss_mel: 16.659284591674805 (17.26676489057995) | > loss_duration: 2.0463387966156006 (1.979134962672279) | > loss_1: 30.04082679748535 (30.801886195228214) | > grad_norm_1: tensor(108.0590, device='cuda:0') (tensor(100.4267, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3833 (0.37175322146642775) | > loader_time: 0.0044 (0.003560020810081845)  --> TIME: 2024-06-12 05:28:51 -- STEP: 109/330 -- GLOBAL_STEP: 372900 | > loss_disc: 2.4293484687805176 (2.3527490305244374) | > loss_disc_real_0: 0.11990576237440109 (0.10999890512556111) | > loss_disc_real_1: 0.21345165371894836 (0.19672438269908274) | > loss_disc_real_2: 0.22644338011741638 (0.20973726984010924) | > loss_disc_real_3: 0.2280055433511734 (0.2275431916254376) | > loss_disc_real_4: 0.21620433032512665 (0.23138017624343207) | > loss_disc_real_5: 0.22228330373764038 (0.2233978341752236) | > loss_0: 2.4293484687805176 (2.3527490305244374) | > grad_norm_0: tensor(6.9827, device='cuda:0') (tensor(9.0062, device='cuda:0')) | > loss_gen: 2.4985413551330566 (2.487995079897958) | > loss_kl: 2.0645177364349365 (1.9982509788023222) | > loss_feat: 6.913140296936035 (7.043745968319954) | > loss_mel: 17.31768226623535 (17.205609479081737) | > loss_duration: 1.9581166505813599 (1.9820834813861672) | > loss_1: 30.751998901367188 (30.71768505201427) | > grad_norm_1: tensor(92.5536, device='cuda:0') (tensor(104.8800, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3631 (0.3711320478981788) | > loader_time: 0.0038 (0.003648226414251765)  --> TIME: 2024-06-12 05:29:00 -- STEP: 134/330 -- GLOBAL_STEP: 372925 | > loss_disc: 2.3746719360351562 (2.357530825173677) | > loss_disc_real_0: 0.1308547705411911 (0.11195596257474885) | > loss_disc_real_1: 0.19397759437561035 (0.19694859612343915) | > loss_disc_real_2: 0.1901445835828781 (0.21061558065129748) | > loss_disc_real_3: 0.21302612125873566 (0.2282708306143533) | > loss_disc_real_4: 0.24752338230609894 (0.2314389747247767) | > loss_disc_real_5: 0.2317565381526947 (0.22264298830014556) | > loss_0: 2.3746719360351562 (2.357530825173677) | > grad_norm_0: tensor(7.3293, device='cuda:0') (tensor(8.9822, device='cuda:0')) | > loss_gen: 2.389465093612671 (2.4842107242612688) | > loss_kl: 1.9713197946548462 (2.003700230548631) | > loss_feat: 7.625620365142822 (7.043603181838989) | > loss_mel: 17.368261337280273 (17.229580245800864) | > loss_duration: 2.0032572746276855 (1.985859087154047) | > loss_1: 31.357925415039062 (30.746953565682936) | > grad_norm_1: tensor(89.7943, device='cuda:0') (tensor(105.9198, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3724 (0.37145332969836337) | > loader_time: 0.004 (0.0037218616969549832)  --> TIME: 2024-06-12 05:29:10 -- STEP: 159/330 -- GLOBAL_STEP: 372950 | > loss_disc: 2.3475189208984375 (2.3624036357087914) | > loss_disc_real_0: 0.11176325380802155 (0.11307858174327035) | > loss_disc_real_1: 0.16081039607524872 (0.19676593883232502) | > loss_disc_real_2: 0.20855189859867096 (0.21125538384764453) | > loss_disc_real_3: 0.22313915193080902 (0.22924580186043145) | > loss_disc_real_4: 0.24255891144275665 (0.23223789617325524) | > loss_disc_real_5: 0.25039100646972656 (0.22413971635905452) | > loss_0: 2.3475189208984375 (2.3624036357087914) | > grad_norm_0: tensor(16.9928, device='cuda:0') (tensor(9.7544, device='cuda:0')) | > loss_gen: 2.387540578842163 (2.480124488566655) | > loss_kl: 2.003976821899414 (2.009734497130292) | > loss_feat: 6.538134574890137 (7.004425093812762) | > loss_mel: 17.241378784179688 (17.210847716661366) | > loss_duration: 2.0195841789245605 (1.9903114389323588) | > loss_1: 30.190614700317383 (30.69544330333014) | > grad_norm_1: tensor(247.5434, device='cuda:0') (tensor(115.5291, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3779 (0.37417838108614565) | > loader_time: 0.0045 (0.0038159898242110728)  --> TIME: 2024-06-12 05:29:20 -- STEP: 184/330 -- GLOBAL_STEP: 372975 | > loss_disc: 2.255464553833008 (2.3630969705788987) | > loss_disc_real_0: 0.12553666532039642 (0.11387499968480805) | > loss_disc_real_1: 0.19384115934371948 (0.19693020617832308) | > loss_disc_real_2: 0.23680084943771362 (0.21115600285322775) | > loss_disc_real_3: 0.2125195860862732 (0.22908097060154314) | > loss_disc_real_4: 0.21514108777046204 (0.23184947766687558) | > loss_disc_real_5: 0.19615063071250916 (0.22339501847391544) | > loss_0: 2.255464553833008 (2.3630969705788987) | > grad_norm_0: tensor(28.0104, device='cuda:0') (tensor(10.7930, device='cuda:0')) | > loss_gen: 2.625638008117676 (2.4781430493230387) | > loss_kl: 1.95980966091156 (2.016039269773855) | > loss_feat: 7.819769382476807 (7.003901992155158) | > loss_mel: 16.841564178466797 (17.178400500960976) | > loss_duration: 2.0450849533081055 (1.9978328943252563) | > loss_1: 31.291866302490234 (30.67431775383327) | > grad_norm_1: tensor(533.3118, device='cuda:0') (tensor(135.0458, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.3929 (0.37652322909106395) | > loader_time: 0.0046 (0.003946124211601588)  --> TIME: 2024-06-12 05:29:30 -- STEP: 209/330 -- GLOBAL_STEP: 373000 | > loss_disc: 2.4537758827209473 (2.363350933248347) | > loss_disc_real_0: 0.1027701124548912 (0.1158022510164092) | > loss_disc_real_1: 0.19138991832733154 (0.19675582283706755) | > loss_disc_real_2: 0.19788160920143127 (0.21144467335568665) | > loss_disc_real_3: 0.22921136021614075 (0.22899726967206982) | > loss_disc_real_4: 0.2501240670681 (0.2313856747019234) | > loss_disc_real_5: 0.26497882604599 (0.2222684735173814) | > loss_0: 2.4537758827209473 (2.363350933248347) | > grad_norm_0: tensor(48.3055, device='cuda:0') (tensor(13.1484, device='cuda:0')) | > loss_gen: 2.2293014526367188 (2.483058429791025) | > loss_kl: 2.074848175048828 (2.0229081674055602) | > loss_feat: 6.511196613311768 (7.017445135344729) | > loss_mel: 16.418577194213867 (17.144620502964745) | > loss_duration: 2.0998754501342773 (2.0064900200903133) | > loss_1: 29.333797454833984 (30.674522326893783) | > grad_norm_1: tensor(312.2904, device='cuda:0') (tensor(166.6722, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.4003 (0.3793266355706175) | > loader_time: 0.0048 (0.0040637728129847795) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_373000.pth  --> TIME: 2024-06-12 05:29:46 -- STEP: 234/330 -- GLOBAL_STEP: 373025 | > loss_disc: 2.1709752082824707 (2.3625762849791445) | > loss_disc_real_0: 0.10246814787387848 (0.1157186013351903) | > loss_disc_real_1: 0.18075604736804962 (0.1961790770292282) | > loss_disc_real_2: 0.20615223050117493 (0.2114745205920986) | > loss_disc_real_3: 0.20281130075454712 (0.22920664724631187) | > loss_disc_real_4: 0.2259041666984558 (0.23129290889980447) | > loss_disc_real_5: 0.22941070795059204 (0.222682517945257) | > loss_0: 2.1709752082824707 (2.3625762849791445) | > grad_norm_0: tensor(37.0235, device='cuda:0') (tensor(15.1863, device='cuda:0')) | > loss_gen: 2.773738145828247 (2.4922786319357706) | > loss_kl: 2.1423544883728027 (2.0289416883745743) | > loss_feat: 7.31156587600708 (7.037949625243488) | > loss_mel: 16.190082550048828 (17.118774063566825) | > loss_duration: 2.0841407775878906 (2.0156661888473053) | > loss_1: 30.501882553100586 (30.69361024025159) | > grad_norm_1: tensor(461.4216, device='cuda:0') (tensor(189.4503, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.4257 (0.3833716791919155) | > loader_time: 0.0055 (0.004225871501824797)  --> TIME: 2024-06-12 05:29:57 -- STEP: 259/330 -- GLOBAL_STEP: 373050 | > loss_disc: 2.4815478324890137 (2.3629815155014575) | > loss_disc_real_0: 0.09883579611778259 (0.11649093556875888) | > loss_disc_real_1: 0.1460707187652588 (0.1957913803432899) | > loss_disc_real_2: 0.20203523337841034 (0.21174523050260363) | > loss_disc_real_3: 0.2048041671514511 (0.22924534395394638) | > loss_disc_real_4: 0.22964246571063995 (0.2313511384269906) | > loss_disc_real_5: 0.24889758229255676 (0.22172611687174174) | > loss_0: 2.4815478324890137 (2.3629815155014575) | > grad_norm_0: tensor(12.6890, device='cuda:0') (tensor(16.4562, device='cuda:0')) | > loss_gen: 2.4490623474121094 (2.4930745966185928) | > loss_kl: 2.171316385269165 (2.0335145852740633) | > loss_feat: 7.15106201171875 (7.049081544618349) | > loss_mel: 16.93675422668457 (17.093643100105204) | > loss_duration: 2.11948823928833 (2.023963914874897) | > loss_1: 30.827682495117188 (30.693277756679933) | > grad_norm_1: tensor(124.5611, device='cuda:0') (tensor(209.0750, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.4296 (0.38729375117533926) | > loader_time: 0.0057 (0.004359761720458515)  --> TIME: 2024-06-12 05:30:08 -- STEP: 284/330 -- GLOBAL_STEP: 373075 | > loss_disc: 2.6132264137268066 (2.3658148562404477) | > loss_disc_real_0: 0.11998631805181503 (0.11755630640234326) | > loss_disc_real_1: 0.2168823927640915 (0.19676045669426384) | > loss_disc_real_2: 0.20047001540660858 (0.21193398965496418) | > loss_disc_real_3: 0.22682426869869232 (0.229010359292299) | > loss_disc_real_4: 0.24585215747356415 (0.23147050228337168) | > loss_disc_real_5: 0.25090718269348145 (0.2222671366073716) | > loss_0: 2.6132264137268066 (2.3658148562404477) | > grad_norm_0: tensor(32.0524, device='cuda:0') (tensor(16.7494, device='cuda:0')) | > loss_gen: 2.325424909591675 (2.490332571553511) | > loss_kl: 2.086423635482788 (2.0368181584586527) | > loss_feat: 7.319687843322754 (7.045696020126343) | > loss_mel: 17.407197952270508 (17.053178360764417) | > loss_duration: 2.148848533630371 (2.0339743113014053) | > loss_1: 31.287582397460938 (30.659999417587066) | > grad_norm_1: tensor(241.5007, device='cuda:0') (tensor(213.8183, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.4443 (0.3927820257737605) | > loader_time: 0.0064 (0.004512269731978297)  --> TIME: 2024-06-12 05:30:20 -- STEP: 309/330 -- GLOBAL_STEP: 373100 | > loss_disc: 2.469235897064209 (2.371326884019722) | > loss_disc_real_0: 0.12045186758041382 (0.11876995809689694) | > loss_disc_real_1: 0.14805655181407928 (0.1981340857964118) | > loss_disc_real_2: 0.23084405064582825 (0.21267478684005614) | > loss_disc_real_3: 0.2889396548271179 (0.2290744200397078) | > loss_disc_real_4: 0.27939146757125854 (0.23174799756903477) | > loss_disc_real_5: 0.2391451746225357 (0.2223740179079636) | > loss_0: 2.469235897064209 (2.371326884019722) | > grad_norm_0: tensor(31.3889, device='cuda:0') (tensor(17.1246, device='cuda:0')) | > loss_gen: 2.3384158611297607 (2.4849098245688617) | > loss_kl: 2.027601480484009 (2.0388839005652346) | > loss_feat: 6.918278217315674 (7.045448982214079) | > loss_mel: 16.769973754882812 (17.026002917860705) | > loss_duration: 2.2243404388427734 (2.0461901804390066) | > loss_1: 30.278610229492188 (30.641435796003126) | > grad_norm_1: tensor(320.7814, device='cuda:0') (tensor(218.4330, device='cuda:0')) | > current_lr_0: 0.00017954675073576535 | > current_lr_1: 0.00017954675073576535 | > step_time: 0.4972 (0.4001509479720232) | > loader_time: 0.0078 (0.004709917364768613)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4536304473876953 (2.4536304473876953) | > loss_disc_real_0: 0.27949589490890503 (0.27949589490890503) | > loss_disc_real_1: 0.12282931059598923 (0.12282931059598923) | > loss_disc_real_2: 0.17067290842533112 (0.17067290842533112) | > loss_disc_real_3: 0.2427908182144165 (0.2427908182144165) | > loss_disc_real_4: 0.2927060127258301 (0.2927060127258301) | > loss_disc_real_5: 0.24722696840763092 (0.24722696840763092) | > loss_0: 2.4536304473876953 (2.4536304473876953) | > loss_gen: 2.3799877166748047 (2.3799877166748047) | > loss_kl: 3.01363468170166 (3.01363468170166) | > loss_feat: 6.570120334625244 (6.570120334625244) | > loss_mel: 15.676158905029297 (15.676158905029297) | > loss_duration: 3.1900925636291504 (3.1900925636291504) | > loss_1: 30.829994201660156 (30.829994201660156)  --> STEP: 1 | > loss_disc: 2.5001189708709717 (2.5001189708709717) | > loss_disc_real_0: 0.13283169269561768 (0.13283169269561768) | > loss_disc_real_1: 0.12628929316997528 (0.12628929316997528) | > loss_disc_real_2: 0.22319626808166504 (0.22319626808166504) | > loss_disc_real_3: 0.2572978734970093 (0.2572978734970093) | > loss_disc_real_4: 0.2728169858455658 (0.2728169858455658) | > loss_disc_real_5: 0.28160902857780457 (0.28160902857780457) | > loss_0: 2.5001189708709717 (2.5001189708709717) | > loss_gen: 2.14363431930542 (2.14363431930542) | > loss_kl: 2.6859428882598877 (2.6859428882598877) | > loss_feat: 5.297473907470703 (5.297473907470703) | > loss_mel: 17.65290641784668 (17.65290641784668) | > loss_duration: 2.5176169872283936 (2.5176169872283936) | > loss_1: 30.29757308959961 (30.29757308959961)  --> STEP: 2 | > loss_disc: 2.397686719894409 (2.4489028453826904) | > loss_disc_real_0: 0.12244883924722672 (0.1276402659714222) | > loss_disc_real_1: 0.1743726283311844 (0.15033096075057983) | > loss_disc_real_2: 0.18263256549835205 (0.20291441679000854) | > loss_disc_real_3: 0.3016932010650635 (0.2794955372810364) | > loss_disc_real_4: 0.31690675020217896 (0.2948618680238724) | > loss_disc_real_5: 0.2993873059749603 (0.29049816727638245) | > loss_0: 2.397686719894409 (2.4489028453826904) | > loss_gen: 2.6984734535217285 (2.421053886413574) | > loss_kl: 2.87306547164917 (2.779504179954529) | > loss_feat: 5.892563819885254 (5.5950188636779785) | > loss_mel: 19.183197021484375 (18.418051719665527) | > loss_duration: 2.446367025375366 (2.48199200630188) | > loss_1: 33.093666076660156 (31.695619583129883)  --> STEP: 3 | > loss_disc: 2.5006046295166016 (2.4661367734273276) | > loss_disc_real_0: 0.17907631397247314 (0.14478561530510584) | > loss_disc_real_1: 0.18889476358890533 (0.16318556169668832) | > loss_disc_real_2: 0.23031464219093323 (0.21204782525698343) | > loss_disc_real_3: 0.27320247888565063 (0.27739785114924115) | > loss_disc_real_4: 0.3416491746902466 (0.31045763691266376) | > loss_disc_real_5: 0.2427496463060379 (0.27458199361960095) | > loss_0: 2.5006046295166016 (2.4661367734273276) | > loss_gen: 2.477759599685669 (2.439955790837606) | > loss_kl: 3.6413986682891846 (3.0668023427327475) | > loss_feat: 6.0912885665893555 (5.7604420979817705) | > loss_mel: 16.564613342285156 (17.800238927205402) | > loss_duration: 2.382734537124634 (2.448906183242798) | > loss_1: 31.157794952392578 (31.51634470621745)  --> STEP: 4 | > loss_disc: 2.5620317459106445 (2.4901105165481567) | > loss_disc_real_0: 0.14797191321849823 (0.14558218978345394) | > loss_disc_real_1: 0.15725894272327423 (0.1617039069533348) | > loss_disc_real_2: 0.20104838907718658 (0.20929796621203423) | > loss_disc_real_3: 0.20917053520679474 (0.26034102216362953) | > loss_disc_real_4: 0.233293354511261 (0.2911665663123131) | > loss_disc_real_5: 0.1875300258398056 (0.2528190016746521) | > loss_0: 2.5620317459106445 (2.4901105165481567) | > loss_gen: 1.9299906492233276 (2.3124645054340363) | > loss_kl: 4.040726184844971 (3.3102833032608032) | > loss_feat: 5.826268196105957 (5.776898622512817) | > loss_mel: 17.317848205566406 (17.679641246795654) | > loss_duration: 2.523332118988037 (2.4675126671791077) | > loss_1: 31.638166427612305 (31.546800136566162)  --> STEP: 5 | > loss_disc: 2.617838144302368 (2.515656042098999) | > loss_disc_real_0: 0.3291720449924469 (0.18230016082525252) | > loss_disc_real_1: 0.16442078351974487 (0.16224728226661683) | > loss_disc_real_2: 0.1751752495765686 (0.2024734228849411) | > loss_disc_real_3: 0.2890726327896118 (0.26608734428882597) | > loss_disc_real_4: 0.24932895600795746 (0.282799044251442) | > loss_disc_real_5: 0.23842668533325195 (0.24994053840637206) | > loss_0: 2.617838144302368 (2.515656042098999) | > loss_gen: 2.309896469116211 (2.3119508981704713) | > loss_kl: 3.1679909229278564 (3.281824827194214) | > loss_feat: 4.3865742683410645 (5.498833751678466) | > loss_mel: 17.172338485717773 (17.578180694580077) | > loss_duration: 2.357604503631592 (2.4455310344696044) | > loss_1: 29.394405364990234 (31.116321182250978)  --> STEP: 6 | > loss_disc: 2.265166759490967 (2.4739078283309937) | > loss_disc_real_0: 0.1595134735107422 (0.17850237960616747) | > loss_disc_real_1: 0.1694132685661316 (0.16344161331653595) | > loss_disc_real_2: 0.18408356606960297 (0.19940844674905142) | > loss_disc_real_3: 0.2356335073709488 (0.2610117048025131) | > loss_disc_real_4: 0.2085246592760086 (0.27041998008886975) | > loss_disc_real_5: 0.16418491303920746 (0.2356479341785113) | > loss_0: 2.265166759490967 (2.4739078283309937) | > loss_gen: 2.486398935317993 (2.3410255710283914) | > loss_kl: 2.5318777561187744 (3.1568336486816406) | > loss_feat: 6.7161102294921875 (5.70171316464742) | > loss_mel: 17.891666412353516 (17.630428314208984) | > loss_duration: 2.2354981899261475 (2.4105255603790283) | > loss_1: 31.86155128479004 (31.24052619934082)  --> STEP: 7 | > loss_disc: 2.328526496887207 (2.453139066696167) | > loss_disc_real_0: 0.1496216505765915 (0.17437656117337091) | > loss_disc_real_1: 0.15957847237586975 (0.16288973603929793) | > loss_disc_real_2: 0.296578586101532 (0.2132898952279772) | > loss_disc_real_3: 0.2735724449157715 (0.2628060962472643) | > loss_disc_real_4: 0.2219921052455902 (0.2635017122541155) | > loss_disc_real_5: 0.25484147667884827 (0.23838986882141658) | > loss_0: 2.328526496887207 (2.453139066696167) | > loss_gen: 2.97627329826355 (2.4317752463477) | > loss_kl: 4.403965473175049 (3.3349953378949846) | > loss_feat: 8.247983932495117 (6.065466131482806) | > loss_mel: 17.329627990722656 (17.587456839425222) | > loss_duration: 2.642641067504883 (2.443684918539865) | > loss_1: 35.600494384765625 (31.86337879725865)  --> STEP: 8 | > loss_disc: 2.2946596145629883 (2.4333291351795197) | > loss_disc_real_0: 0.17178559303283691 (0.17405269015580416) | > loss_disc_real_1: 0.15111838281154633 (0.16141831688582897) | > loss_disc_real_2: 0.14880061149597168 (0.20522873476147652) | > loss_disc_real_3: 0.2871842682361603 (0.2658533677458763) | > loss_disc_real_4: 0.29815101623535156 (0.26783287525177) | > loss_disc_real_5: 0.2735949754714966 (0.24279050715267658) | > loss_0: 2.2946596145629883 (2.4333291351795197) | > loss_gen: 2.83485746383667 (2.482160523533821) | > loss_kl: 3.280207633972168 (3.3281468749046326) | > loss_feat: 7.375258445739746 (6.229190170764923) | > loss_mel: 18.11394691467285 (17.653268098831177) | > loss_duration: 2.3310139179229736 (2.4296010434627533) | > loss_1: 33.93528366088867 (32.1223669052124)  --> STEP: 9 | > loss_disc: 2.6987948417663574 (2.4628253248002796) | > loss_disc_real_0: 0.3060670793056488 (0.188720955616898) | > loss_disc_real_1: 0.1840292364358902 (0.16393064128028023) | > loss_disc_real_2: 0.2508513331413269 (0.21029791235923767) | > loss_disc_real_3: 0.263453871011734 (0.2655867569976383) | > loss_disc_real_4: 0.2823945879936218 (0.269450843334198) | > loss_disc_real_5: 0.2502710223197937 (0.24362167550457847) | > loss_0: 2.6987948417663574 (2.4628253248002796) | > loss_gen: 2.4549543857574463 (2.4791376193364463) | > loss_kl: 2.2246971130371094 (3.205541345808241) | > loss_feat: 6.194827079772949 (6.2253720495435925) | > loss_mel: 18.45522117614746 (17.742373996310764) | > loss_duration: 2.1440324783325195 (2.3978712028927274) | > loss_1: 31.473731994628906 (32.05029635959201)  --> STEP: 10 | > loss_disc: 2.209291934967041 (2.4374719858169556) | > loss_disc_real_0: 0.2006669044494629 (0.1899155505001545) | > loss_disc_real_1: 0.12938372790813446 (0.16047594994306563) | > loss_disc_real_2: 0.19328747689723969 (0.20859686881303788) | > loss_disc_real_3: 0.1950204074382782 (0.2585301220417023) | > loss_disc_real_4: 0.2354862093925476 (0.26605437994003295) | > loss_disc_real_5: 0.19948071241378784 (0.23920757919549943) | > loss_0: 2.209291934967041 (2.4374719858169556) | > loss_gen: 2.805695056915283 (2.5117933630943297) | > loss_kl: 3.131589889526367 (3.198146200180054) | > loss_feat: 8.211814880371094 (6.424016332626342) | > loss_mel: 17.925556182861328 (17.76069221496582) | > loss_duration: 2.418715476989746 (2.399955630302429) | > loss_1: 34.49337387084961 (32.29460411071777)  --> STEP: 11 | > loss_disc: 2.4962639808654785 (2.4428167126395484) | > loss_disc_real_0: 0.1885523945093155 (0.18979162722826004) | > loss_disc_real_1: 0.18648605048656464 (0.1628405045379292) | > loss_disc_real_2: 0.16436053812503815 (0.2045753842050379) | > loss_disc_real_3: 0.23127435147762299 (0.25605232471769507) | > loss_disc_real_4: 0.23769241571426392 (0.26347601955587213) | > loss_disc_real_5: 0.23723535239696503 (0.2390282858501781) | > loss_0: 2.4962639808654785 (2.4428167126395484) | > loss_gen: 2.195466995239258 (2.4830364205620508) | > loss_kl: 3.828423023223877 (3.2554440931840376) | > loss_feat: 5.904626846313477 (6.3767991065979) | > loss_mel: 17.95860481262207 (17.778684269298207) | > loss_duration: 2.4908041954040527 (2.4082145907662134) | > loss_1: 32.377925872802734 (32.30217881636186)  --> STEP: 12 | > loss_disc: 2.6667864322662354 (2.461480855941772) | > loss_disc_real_0: 0.19193735718727112 (0.18997043805817762) | > loss_disc_real_1: 0.2172486037015915 (0.1673745128015677) | > loss_disc_real_2: 0.18879857659339905 (0.20326065023740134) | > loss_disc_real_3: 0.29171693325042725 (0.25902437542875606) | > loss_disc_real_4: 0.2859388291835785 (0.265347920358181) | > loss_disc_real_5: 0.2677036225795746 (0.2414178972442945) | > loss_0: 2.6667864322662354 (2.461480855941772) | > loss_gen: 2.243316173553467 (2.4630597333113355) | > loss_kl: 2.678387403488159 (3.207356035709381) | > loss_feat: 5.749504089355469 (6.324524521827698) | > loss_mel: 16.467527389526367 (17.669421195983887) | > loss_duration: 2.3275563716888428 (2.401493072509766) | > loss_1: 29.466293334960938 (32.06585502624512)  --> STEP: 13 | > loss_disc: 2.711989164352417 (2.480750725819514) | > loss_disc_real_0: 0.3511039912700653 (0.20236532676678437) | > loss_disc_real_1: 0.2698011100292206 (0.17525348181907946) | > loss_disc_real_2: 0.1934286504983902 (0.2025043425651697) | > loss_disc_real_3: 0.29578524827957153 (0.2618521348788188) | > loss_disc_real_4: 0.28644049167633057 (0.2669704258441925) | > loss_disc_real_5: 0.285461962223053 (0.24480590224266052) | > loss_0: 2.711989164352417 (2.480750725819514) | > loss_gen: 2.4567744731903076 (2.462576251763564) | > loss_kl: 3.395277261734009 (3.2218115146343527) | > loss_feat: 6.19127893447876 (6.314274861262395) | > loss_mel: 16.80301284790039 (17.602774399977463) | > loss_duration: 2.3258092403411865 (2.3956712392660293) | > loss_1: 31.172151565551758 (31.99710860619178)  --> STEP: 14 | > loss_disc: 2.5937230587005615 (2.4888201781681603) | > loss_disc_real_0: 0.1789269596338272 (0.20069115768585885) | > loss_disc_real_1: 0.17842817306518555 (0.17548024547951563) | > loss_disc_real_2: 0.19491241872310638 (0.2019620622907366) | > loss_disc_real_3: 0.27155014872550964 (0.2625448501535824) | > loss_disc_real_4: 0.2760941982269287 (0.2676221238715308) | > loss_disc_real_5: 0.2837284505367279 (0.24758608426366532) | > loss_0: 2.5937230587005615 (2.4888201781681603) | > loss_gen: 2.338778495788574 (2.4537335549082075) | > loss_kl: 4.429989814758301 (3.3081099646432057) | > loss_feat: 6.585428237915039 (6.333642959594727) | > loss_mel: 17.040576934814453 (17.562617438180105) | > loss_duration: 2.4181602001190186 (2.3972775936126713) | > loss_1: 32.81293487548828 (32.05538191114153)  --> STEP: 15 | > loss_disc: 2.5205724239349365 (2.490936994552612) | > loss_disc_real_0: 0.31641265749931335 (0.20840592434008917) | > loss_disc_real_1: 0.14669084548950195 (0.17356095214684805) | > loss_disc_real_2: 0.19851163029670715 (0.20173203349113464) | > loss_disc_real_3: 0.2582102417945862 (0.2622558762629827) | > loss_disc_real_4: 0.24452932178974152 (0.26608260373274484) | > loss_disc_real_5: 0.2412741780281067 (0.2471652905146281) | > loss_0: 2.5205724239349365 (2.490936994552612) | > loss_gen: 2.4960546493530273 (2.456554961204529) | > loss_kl: 3.478610038757324 (3.3194766362508137) | > loss_feat: 7.349972724914551 (6.4013982772827145) | > loss_mel: 17.204824447631836 (17.538764572143556) | > loss_duration: 2.5085320472717285 (2.404694557189942) | > loss_1: 33.037994384765625 (32.12088940938314)  --> STEP: 16 | > loss_disc: 2.2930777072906494 (2.478570789098739) | > loss_disc_real_0: 0.14935654401779175 (0.20471533806994557) | > loss_disc_real_1: 0.21113744378089905 (0.17590948287397623) | > loss_disc_real_2: 0.2103882133960724 (0.20227304473519325) | > loss_disc_real_3: 0.19599759578704834 (0.2581147337332368) | > loss_disc_real_4: 0.2327868938446045 (0.2640016218647361) | > loss_disc_real_5: 0.24622762203216553 (0.24710668623447418) | > loss_0: 2.2930777072906494 (2.478570789098739) | > loss_gen: 2.576792001724243 (2.464069776237011) | > loss_kl: 3.074723958969116 (3.3041795939207077) | > loss_feat: 7.805024147033691 (6.489124894142151) | > loss_mel: 16.997404098510742 (17.504929542541504) | > loss_duration: 2.386843681335449 (2.403578877449036) | > loss_1: 32.84078598022461 (32.16588294506073)  --> STEP: 17 | > loss_disc: 2.4422738552093506 (2.47643567534054) | > loss_disc_real_0: 0.1496252566576004 (0.20147474504568996) | > loss_disc_real_1: 0.12709316611289978 (0.17303793482920704) | > loss_disc_real_2: 0.19118668138980865 (0.2016209057148765) | > loss_disc_real_3: 0.22960570454597473 (0.256437732016339) | > loss_disc_real_4: 0.2023637443780899 (0.2603758643655216) | > loss_disc_real_5: 0.1782890260219574 (0.24305858857491436) | > loss_0: 2.4422738552093506 (2.47643567534054) | > loss_gen: 2.174877405166626 (2.4470584602916943) | > loss_kl: 2.5454466342926025 (3.259548243354349) | > loss_feat: 7.174592018127441 (6.529446489670697) | > loss_mel: 18.10737419128418 (17.54036746305578) | > loss_duration: 2.485090732574463 (2.408373692456414) | > loss_1: 32.48738098144531 (32.18479459425982)  --> STEP: 18 | > loss_disc: 2.3360259532928467 (2.468635135226779) | > loss_disc_real_0: 0.10210907459259033 (0.19595443002051777) | > loss_disc_real_1: 0.15139593183994293 (0.17183560132980347) | > loss_disc_real_2: 0.1872938573360443 (0.20082495858271918) | > loss_disc_real_3: 0.28587862849235535 (0.2580733373761177) | > loss_disc_real_4: 0.24881303310394287 (0.25973348485098946) | > loss_disc_real_5: 0.2197294682264328 (0.24176252633333206) | > loss_0: 2.3360259532928467 (2.468635135226779) | > loss_gen: 2.437380313873291 (2.4465207854906716) | > loss_kl: 2.7403669357299805 (3.230704837375217) | > loss_feat: 6.599465370178223 (6.533336427476671) | > loss_mel: 17.930458068847656 (17.56203916337755) | > loss_duration: 2.257084369659424 (2.3999687300788035) | > loss_1: 31.964754104614258 (32.172570122612846)  --> STEP: 19 | > loss_disc: 2.4226722717285156 (2.466216037147923) | > loss_disc_real_0: 0.3209787607192993 (0.2025346579520326) | > loss_disc_real_1: 0.11778723448514938 (0.16899095044324272) | > loss_disc_real_2: 0.13257616758346558 (0.1972329169511795) | > loss_disc_real_3: 0.2500615417957306 (0.2576516639245184) | > loss_disc_real_4: 0.2276988923549652 (0.25804745366698817) | > loss_disc_real_5: 0.20291297137737274 (0.23971781291459737) | > loss_0: 2.4226722717285156 (2.466216037147923) | > loss_gen: 2.4251809120178223 (2.445397634255259) | > loss_kl: 2.0640337467193604 (3.169301095761751) | > loss_feat: 6.829684257507324 (6.548933681688811) | > loss_mel: 16.608659744262695 (17.51186129921361) | > loss_duration: 2.3950071334838867 (2.399707593415913) | > loss_1: 30.32256317138672 (32.07520133570621)  --> STEP: 20 | > loss_disc: 2.505619525909424 (2.4681862115859983) | > loss_disc_real_0: 0.18530482053756714 (0.2016731660813093) | > loss_disc_real_1: 0.20884846150875092 (0.17098382599651812) | > loss_disc_real_2: 0.19368718564510345 (0.1970556303858757) | > loss_disc_real_3: 0.25674524903297424 (0.2576063431799412) | > loss_disc_real_4: 0.2359572947025299 (0.25694294571876525) | > loss_disc_real_5: 0.24034298956394196 (0.23974907174706458) | > loss_0: 2.505619525909424 (2.4681862115859983) | > loss_gen: 2.4414591789245605 (2.4452007114887238) | > loss_kl: 2.482827663421631 (3.134977424144745) | > loss_feat: 6.226471900939941 (6.5328105926513675) | > loss_mel: 17.31888771057129 (17.502212619781496) | > loss_duration: 2.3032898902893066 (2.394886708259583) | > loss_1: 30.77293586730957 (32.01008806228638)  --> STEP: 21 | > loss_disc: 2.270155429840088 (2.4587561743600026) | > loss_disc_real_0: 0.0931786298751831 (0.1965067595953033) | > loss_disc_real_1: 0.14255449175834656 (0.16963004817565283) | > loss_disc_real_2: 0.16389241814613342 (0.19547642980303084) | > loss_disc_real_3: 0.210912823677063 (0.2553828422512327) | > loss_disc_real_4: 0.19825522601604462 (0.2541482923995881) | > loss_disc_real_5: 0.11372338980436325 (0.23374784879741214) | > loss_0: 2.270155429840088 (2.4587561743600026) | > loss_gen: 2.1000452041625977 (2.4287647349493846) | > loss_kl: 3.9856393337249756 (3.175485134124756) | > loss_feat: 7.465052127838135 (6.57720304670788) | > loss_mel: 18.156150817871094 (17.533352533976238) | > loss_duration: 2.0800490379333496 (2.3798944382440483) | > loss_1: 33.78693389892578 (32.094699768793014)  --> STEP: 22 | > loss_disc: 2.402693748474121 (2.4562078822742808) | > loss_disc_real_0: 0.16860271990299225 (0.19523839415474373) | > loss_disc_real_1: 0.2214345782995224 (0.17198479954491963) | > loss_disc_real_2: 0.2154758870601654 (0.1963854960419915) | > loss_disc_real_3: 0.22430704534053802 (0.2539703060280193) | > loss_disc_real_4: 0.27934420108795166 (0.2552935609763319) | > loss_disc_real_5: 0.17902933061122894 (0.2312606434253129) | > loss_0: 2.402693748474121 (2.4562078822742808) | > loss_gen: 2.496880531311035 (2.431860907511278) | > loss_kl: 2.6564502716064453 (3.1518926403739234) | > loss_feat: 7.179042816162109 (6.604559399864891) | > loss_mel: 18.090898513793945 (17.55869553305886) | > loss_duration: 2.2266652584075928 (2.3729294755242094) | > loss_1: 32.64993667602539 (32.11993781003085)  --> STEP: 23 | > loss_disc: 2.6943607330322266 (2.4665623540463657) | > loss_disc_real_0: 0.2435959130525589 (0.19734089497638785) | > loss_disc_real_1: 0.17718766629695892 (0.17221101114283438) | > loss_disc_real_2: 0.24531693756580353 (0.19851295002128766) | > loss_disc_real_3: 0.3392414450645447 (0.25767774685569433) | > loss_disc_real_4: 0.2630012333393097 (0.25562867716602655) | > loss_disc_real_5: 0.23265470564365387 (0.23132125482611035) | > loss_0: 2.6943607330322266 (2.4665623540463657) | > loss_gen: 2.4292361736297607 (2.431746788646864) | > loss_kl: 2.729175090789795 (3.1335136164789614) | > loss_feat: 5.483875274658203 (6.5558340031167734) | > loss_mel: 15.709382057189941 (17.47829059932543) | > loss_duration: 2.276064395904541 (2.3687179503233544) | > loss_1: 28.627731323242188 (31.968102745387863)  --> STEP: 24 | > loss_disc: 2.5107622146606445 (2.468404014905294) | > loss_disc_real_0: 0.08387024700641632 (0.19261295131097236) | > loss_disc_real_1: 0.16487787663936615 (0.17190546387185654) | > loss_disc_real_2: 0.13478173315525055 (0.19585748265186945) | > loss_disc_real_3: 0.3211696147918701 (0.260323241353035) | > loss_disc_real_4: 0.2752210199832916 (0.25644502478341263) | > loss_disc_real_5: 0.29355621337890625 (0.2339143780991435) | > loss_0: 2.5107622146606445 (2.468404014905294) | > loss_gen: 2.2845842838287354 (2.4256150176127753) | > loss_kl: 2.827826499938965 (3.120776653289795) | > loss_feat: 6.002486228942871 (6.532777845859528) | > loss_mel: 17.340463638305664 (17.47254780928294) | > loss_duration: 2.380845069885254 (2.369223246971767) | > loss_1: 30.836204528808594 (31.920940319697063)  --> STEP: 25 | > loss_disc: 2.505593776702881 (2.4698916053771973) | > loss_disc_real_0: 0.16792947053909302 (0.1916256120800972) | > loss_disc_real_1: 0.1862211525440216 (0.17247809141874312) | > loss_disc_real_2: 0.1946646273136139 (0.19580976843833922) | > loss_disc_real_3: 0.26376283168792725 (0.26046082496643064) | > loss_disc_real_4: 0.231077179312706 (0.25543031096458435) | > loss_disc_real_5: 0.24660280346870422 (0.23442191511392593) | > loss_0: 2.505593776702881 (2.4698916053771973) | > loss_gen: 2.1561193466186523 (2.4148351907730103) | > loss_kl: 2.8278164863586426 (3.1090582466125487) | > loss_feat: 4.125627517700195 (6.436491832733155) | > loss_mel: 12.410991668701172 (17.270085563659666) | > loss_duration: 2.4349019527435303 (2.371850395202637) | > loss_1: 23.955455780029297 (31.602320938110353)  --> STEP: 26 | > loss_disc: 2.6885242462158203 (2.47830055310176) | > loss_disc_real_0: 0.250801146030426 (0.19390159415510985) | > loss_disc_real_1: 0.14723044633865356 (0.17150702814643198) | > loss_disc_real_2: 0.1346137523651123 (0.1934560755124459) | > loss_disc_real_3: 0.3160788416862488 (0.2625999794556544) | > loss_disc_real_4: 0.2196868658065796 (0.2540555630738919) | > loss_disc_real_5: 0.25754544138908386 (0.2353112815091243) | > loss_0: 2.6885242462158203 (2.47830055310176) | > loss_gen: 2.037055015563965 (2.4003051840342007) | > loss_kl: 2.5798909664154053 (3.0887056589126587) | > loss_feat: 7.043462753295898 (6.459836868139414) | > loss_mel: 18.116931915283203 (17.302656577183647) | > loss_duration: 2.3380126953125 (2.3705489452068624) | > loss_1: 32.115352630615234 (31.622052926283615) --> EVAL PERFORMANCE | > avg_loader_time: 0.002429677889897273 (+0.00010840709392841022) | > avg_loss_disc: 2.47830055310176 (-0.024303152010990647) | > avg_loss_disc_real_0: 0.19390159415510985 (+0.06609172316697931) | > avg_loss_disc_real_1: 0.17150702814643198 (-0.0735722828942996) | > avg_loss_disc_real_2: 0.1934560755124459 (-0.03830606318437135) | > avg_loss_disc_real_3: 0.2625999794556544 (+0.020108353633146975) | > avg_loss_disc_real_4: 0.2540555630738919 (+0.01968753853669536) | > avg_loss_disc_real_5: 0.2353112815091243 (-0.013269841384429215) | > avg_loss_0: 2.47830055310176 (-0.024303152010990647) | > avg_loss_gen: 2.4003051840342007 (+0.07464837569456817) | > avg_loss_kl: 3.0887056589126587 (+0.0013891275112447588) | > avg_loss_feat: 6.459836868139414 (-0.06780131046588611) | > avg_loss_mel: 17.302656577183647 (+0.3053110562838022) | > avg_loss_duration: 2.3705489452068624 (+0.011706764881427745) | > avg_loss_1: 31.622052926283615 (+0.32525385343111424)  > EPOCH: 864/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:30:52)   --> TIME: 2024-06-12 05:30:55 -- STEP: 4/330 -- GLOBAL_STEP: 373125 | > loss_disc: 2.2508182525634766 (2.2370848059654236) | > loss_disc_real_0: 0.09345144033432007 (0.0932103730738163) | > loss_disc_real_1: 0.24732695519924164 (0.20463192462921143) | > loss_disc_real_2: 0.2244233638048172 (0.2184043526649475) | > loss_disc_real_3: 0.22899505496025085 (0.22446472942829132) | > loss_disc_real_4: 0.22190961241722107 (0.21964239701628685) | > loss_disc_real_5: 0.18988732993602753 (0.21097436174750328) | > loss_0: 2.2508182525634766 (2.2370848059654236) | > grad_norm_0: tensor(5.6536, device='cuda:0') (tensor(6.7444, device='cuda:0')) | > loss_gen: 2.481278657913208 (2.5819817781448364) | > loss_kl: 1.9770565032958984 (2.0014778077602386) | > loss_feat: 6.916939735412598 (7.004934787750244) | > loss_mel: 17.439289093017578 (17.783058643341064) | > loss_duration: 2.1198744773864746 (2.146407663822174) | > loss_1: 30.93444061279297 (31.517860889434814) | > grad_norm_1: tensor(63.0297, device='cuda:0') (tensor(59.5924, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3641 (0.38079833984375) | > loader_time: 0.0032 (0.0030421018600463867)  --> TIME: 2024-06-12 05:31:04 -- STEP: 29/330 -- GLOBAL_STEP: 373150 | > loss_disc: 2.322432041168213 (2.3308111799174345) | > loss_disc_real_0: 0.12970833480358124 (0.10501913777713118) | > loss_disc_real_1: 0.19564330577850342 (0.1952456040629025) | > loss_disc_real_2: 0.2069583684206009 (0.21154475160713854) | > loss_disc_real_3: 0.23102861642837524 (0.22596855512980757) | > loss_disc_real_4: 0.21867923438549042 (0.2328107269673512) | > loss_disc_real_5: 0.20433896780014038 (0.2200290098272521) | > loss_0: 2.322432041168213 (2.3308111799174345) | > grad_norm_0: tensor(11.3670, device='cuda:0') (tensor(9.1074, device='cuda:0')) | > loss_gen: 2.5184760093688965 (2.486903585236648) | > loss_kl: 1.9914101362228394 (1.91274238865951) | > loss_feat: 6.601717472076416 (6.866528395948739) | > loss_mel: 16.851531982421875 (17.267638107825967) | > loss_duration: 2.0052974224090576 (2.0112294986330226) | > loss_1: 29.968433380126953 (30.545041972193225) | > grad_norm_1: tensor(117.6487, device='cuda:0') (tensor(72.5436, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3641 (0.36434660286738957) | > loader_time: 0.0038 (0.0032047649909710063)  --> TIME: 2024-06-12 05:31:14 -- STEP: 54/330 -- GLOBAL_STEP: 373175 | > loss_disc: 2.2453699111938477 (2.3417011411101734) | > loss_disc_real_0: 0.11912290751934052 (0.10582425127978679) | > loss_disc_real_1: 0.16338597238063812 (0.19462211981967645) | > loss_disc_real_2: 0.22363080084323883 (0.2132343531206802) | > loss_disc_real_3: 0.23917478322982788 (0.22849282373984656) | > loss_disc_real_4: 0.19173948466777802 (0.23154690558159793) | > loss_disc_real_5: 0.17474974691867828 (0.22038763485572957) | > loss_0: 2.2453699111938477 (2.3417011411101734) | > grad_norm_0: tensor(5.9692, device='cuda:0') (tensor(9.4063, device='cuda:0')) | > loss_gen: 2.579739809036255 (2.487971826835915) | > loss_kl: 2.0732173919677734 (1.9226257337464228) | > loss_feat: 8.561779975891113 (6.903372632132636) | > loss_mel: 18.247596740722656 (17.251609625639738) | > loss_duration: 1.9582751989364624 (1.9904026278743034) | > loss_1: 33.42061233520508 (30.555982377794052) | > grad_norm_1: tensor(86.5115, device='cuda:0') (tensor(81.4150, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3501 (0.36333127816518146) | > loader_time: 0.0035 (0.0033485536222104674)  --> TIME: 2024-06-12 05:31:23 -- STEP: 79/330 -- GLOBAL_STEP: 373200 | > loss_disc: 2.2327933311462402 (2.3427484548544584) | > loss_disc_real_0: 0.08353689312934875 (0.1060894187304038) | > loss_disc_real_1: 0.1670004278421402 (0.1942772989786124) | > loss_disc_real_2: 0.2146473377943039 (0.21312162412118307) | > loss_disc_real_3: 0.21573355793952942 (0.22823099697692484) | > loss_disc_real_4: 0.2378559559583664 (0.23055115493038034) | > loss_disc_real_5: 0.19456054270267487 (0.22129507570327084) | > loss_0: 2.2327933311462402 (2.3427484548544584) | > grad_norm_0: tensor(5.3199, device='cuda:0') (tensor(9.1704, device='cuda:0')) | > loss_gen: 2.660169839859009 (2.482512452934362) | > loss_kl: 1.9558217525482178 (1.9474668261371082) | > loss_feat: 7.605656147003174 (6.96108529537539) | > loss_mel: 17.271862030029297 (17.249881913390332) | > loss_duration: 1.952221393585205 (1.9838344884824148) | > loss_1: 31.445730209350586 (30.624780992918378) | > grad_norm_1: tensor(101.1947, device='cuda:0') (tensor(88.5724, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3897 (0.3667984944355639) | > loader_time: 0.0035 (0.003508395786526837)  --> TIME: 2024-06-12 05:31:33 -- STEP: 104/330 -- GLOBAL_STEP: 373225 | > loss_disc: 2.3200368881225586 (2.336457727047114) | > loss_disc_real_0: 0.1282244771718979 (0.10715253149660733) | > loss_disc_real_1: 0.19047832489013672 (0.19390753355736917) | > loss_disc_real_2: 0.19965045154094696 (0.21008494969170827) | > loss_disc_real_3: 0.2433430403470993 (0.22736217482731894) | > loss_disc_real_4: 0.23291650414466858 (0.23128580989745948) | > loss_disc_real_5: 0.23532462120056152 (0.22079359711362764) | > loss_0: 2.3200368881225586 (2.336457727047114) | > grad_norm_0: tensor(14.7460, device='cuda:0') (tensor(9.1663, device='cuda:0')) | > loss_gen: 2.5352230072021484 (2.4863179211433106) | > loss_kl: 2.0323359966278076 (1.9738518274747407) | > loss_feat: 7.07222318649292 (6.971835585740896) | > loss_mel: 17.338623046875 (17.21507778534522) | > loss_duration: 2.037163734436035 (1.9846801906824112) | > loss_1: 31.015567779541016 (30.63176342157217) | > grad_norm_1: tensor(70.0638, device='cuda:0') (tensor(91.6128, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3802 (0.36904122049991905) | > loader_time: 0.0038 (0.0036352047553429236)  --> TIME: 2024-06-12 05:31:42 -- STEP: 129/330 -- GLOBAL_STEP: 373250 | > loss_disc: 2.370208263397217 (2.3445172051126644) | > loss_disc_real_0: 0.08477751910686493 (0.10808926000613575) | > loss_disc_real_1: 0.20107971131801605 (0.1942524568055027) | > loss_disc_real_2: 0.224162295460701 (0.2108611389417057) | > loss_disc_real_3: 0.2442907989025116 (0.22844332652960636) | > loss_disc_real_4: 0.25067946314811707 (0.23174952756064807) | > loss_disc_real_5: 0.2429533749818802 (0.2221550906813422) | > loss_0: 2.370208263397217 (2.3445172051126644) | > grad_norm_0: tensor(15.9245, device='cuda:0') (tensor(9.6779, device='cuda:0')) | > loss_gen: 2.658679485321045 (2.4845370507055464) | > loss_kl: 1.9724260568618774 (1.9842453455740168) | > loss_feat: 6.449697494506836 (6.978817178297413) | > loss_mel: 17.780298233032227 (17.221707499304475) | > loss_duration: 1.9730336666107178 (1.9875981049944265) | > loss_1: 30.834136962890625 (30.656905255576437) | > grad_norm_1: tensor(102.0371, device='cuda:0') (tensor(97.0861, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3987 (0.37127721586892776) | > loader_time: 0.0041 (0.0037713291109070296)  --> TIME: 2024-06-12 05:31:52 -- STEP: 154/330 -- GLOBAL_STEP: 373275 | > loss_disc: 2.402479648590088 (2.3462237971169606) | > loss_disc_real_0: 0.1349695920944214 (0.11044451299232322) | > loss_disc_real_1: 0.216505765914917 (0.1941460322637063) | > loss_disc_real_2: 0.23205609619617462 (0.21112557268374926) | > loss_disc_real_3: 0.2152148336172104 (0.2283939900142806) | > loss_disc_real_4: 0.23590673506259918 (0.23154152997515418) | > loss_disc_real_5: 0.20488713681697845 (0.22187245966165098) | > loss_0: 2.402479648590088 (2.3462237971169606) | > grad_norm_0: tensor(15.8243, device='cuda:0') (tensor(10.3395, device='cuda:0')) | > loss_gen: 2.506293773651123 (2.480969555966265) | > loss_kl: 1.8338066339492798 (1.99279275884876) | > loss_feat: 7.178707599639893 (6.955556968589882) | > loss_mel: 16.655179977416992 (17.20712847523875) | > loss_duration: 2.002389430999756 (1.9918175370662243) | > loss_1: 30.17637825012207 (30.628265356088612) | > grad_norm_1: tensor(166.7218, device='cuda:0') (tensor(107.6363, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.3656 (0.37305739947727756) | > loader_time: 0.0041 (0.0038764724483737697)  --> TIME: 2024-06-12 05:32:02 -- STEP: 179/330 -- GLOBAL_STEP: 373300 | > loss_disc: 2.336388111114502 (2.35157738051601) | > loss_disc_real_0: 0.07499878108501434 (0.11218416953053555) | > loss_disc_real_1: 0.1727236956357956 (0.19432092686938177) | > loss_disc_real_2: 0.20526759326457977 (0.2113386181146739) | > loss_disc_real_3: 0.21490570902824402 (0.22868406114964512) | > loss_disc_real_4: 0.21204589307308197 (0.23165128717209374) | > loss_disc_real_5: 0.21386677026748657 (0.22199068439073402) | > loss_0: 2.336388111114502 (2.35157738051601) | > grad_norm_0: tensor(25.4494, device='cuda:0') (tensor(11.6885, device='cuda:0')) | > loss_gen: 2.4071452617645264 (2.476579129362905) | > loss_kl: 2.145545721054077 (1.996258588476554) | > loss_feat: 7.390126705169678 (6.9447633833858555) | > loss_mel: 17.18479347229004 (17.17543270601241) | > loss_duration: 2.045441150665283 (1.9991890864665283) | > loss_1: 31.173051834106445 (30.592222948980066) | > grad_norm_1: tensor(338.0908, device='cuda:0') (tensor(126.2672, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.4049 (0.37478201748938533) | > loader_time: 0.0047 (0.003978303024888705)  --> TIME: 2024-06-12 05:32:12 -- STEP: 204/330 -- GLOBAL_STEP: 373325 | > loss_disc: 2.515167713165283 (2.3511434629851697) | > loss_disc_real_0: 0.07843157649040222 (0.11303524961512462) | > loss_disc_real_1: 0.1809021532535553 (0.19457378523314703) | > loss_disc_real_2: 0.21401619911193848 (0.21132251452289375) | > loss_disc_real_3: 0.22569383680820465 (0.22898675654740894) | > loss_disc_real_4: 0.18637481331825256 (0.23014293925142756) | > loss_disc_real_5: 0.2346356064081192 (0.22124717348054343) | > loss_0: 2.515167713165283 (2.3511434629851697) | > grad_norm_0: tensor(17.2836, device='cuda:0') (tensor(13.2103, device='cuda:0')) | > loss_gen: 2.3570995330810547 (2.4826310253610786) | > loss_kl: 2.032927989959717 (2.0001698200609166) | > loss_feat: 7.30296516418457 (6.975155629363715) | > loss_mel: 17.394649505615234 (17.150567653132434) | > loss_duration: 2.014848470687866 (2.0073054199125235) | > loss_1: 31.10249137878418 (30.615829589320164) | > grad_norm_1: tensor(112.9461, device='cuda:0') (tensor(151.3555, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.4111 (0.3778662658205219) | > loader_time: 0.0048 (0.004093517275417554)  --> TIME: 2024-06-12 05:32:23 -- STEP: 229/330 -- GLOBAL_STEP: 373350 | > loss_disc: 2.3127284049987793 (2.354578094190906) | > loss_disc_real_0: 0.09848713129758835 (0.11366439705072011) | > loss_disc_real_1: 0.1727828085422516 (0.19460679935576097) | > loss_disc_real_2: 0.19456851482391357 (0.21159072454579533) | > loss_disc_real_3: 0.23251672089099884 (0.22918824025116633) | > loss_disc_real_4: 0.2226174920797348 (0.2311998309006337) | > loss_disc_real_5: 0.2003316581249237 (0.2218736576070952) | > loss_0: 2.3127284049987793 (2.354578094190906) | > grad_norm_0: tensor(7.1525, device='cuda:0') (tensor(14.9442, device='cuda:0')) | > loss_gen: 2.490328550338745 (2.4847355076319255) | > loss_kl: 2.1805522441864014 (2.0022110267497566) | > loss_feat: 6.730040550231934 (6.978141913767986) | > loss_mel: 17.229759216308594 (17.132019201220388) | > loss_duration: 2.1276729106903076 (2.0163949889387087) | > loss_1: 30.758352279663086 (30.613502677351107) | > grad_norm_1: tensor(217.3666, device='cuda:0') (tensor(176.0539, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.4185 (0.3815170823226329) | > loader_time: 0.0052 (0.004212062952299828)  --> TIME: 2024-06-12 05:32:34 -- STEP: 254/330 -- GLOBAL_STEP: 373375 | > loss_disc: 2.3729686737060547 (2.3577091909769012) | > loss_disc_real_0: 0.09821970760822296 (0.11483030000657547) | > loss_disc_real_1: 0.1978067010641098 (0.19542943791845654) | > loss_disc_real_2: 0.2278267741203308 (0.21189057410467327) | > loss_disc_real_3: 0.21321150660514832 (0.2290955020452109) | > loss_disc_real_4: 0.22785158455371857 (0.2313171365833658) | > loss_disc_real_5: 0.22290877997875214 (0.22184771774556694) | > loss_0: 2.3729686737060547 (2.3577091909769012) | > grad_norm_0: tensor(11.3605, device='cuda:0') (tensor(15.9393, device='cuda:0')) | > loss_gen: 2.3936614990234375 (2.482826570826252) | > loss_kl: 2.0053231716156006 (2.00587127903315) | > loss_feat: 6.9990434646606445 (6.9798347555746245) | > loss_mel: 17.14716148376465 (17.106399017994796) | > loss_duration: 2.0563459396362305 (2.023847640968682) | > loss_1: 30.60153579711914 (30.598779287863906) | > grad_norm_1: tensor(78.5607, device='cuda:0') (tensor(189.5938, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.4354 (0.38622224049305354) | > loader_time: 0.0056 (0.004370657477791856)  --> TIME: 2024-06-12 05:32:45 -- STEP: 279/330 -- GLOBAL_STEP: 373400 | > loss_disc: 2.358206272125244 (2.355802994047869) | > loss_disc_real_0: 0.15934553742408752 (0.11566503068238604) | > loss_disc_real_1: 0.19167165458202362 (0.19541699356502956) | > loss_disc_real_2: 0.20489615201950073 (0.21170737832036923) | > loss_disc_real_3: 0.22578464448451996 (0.2288664274425062) | > loss_disc_real_4: 0.21072658896446228 (0.23083179040835322) | > loss_disc_real_5: 0.2154151052236557 (0.2211515819086396) | > loss_0: 2.358206272125244 (2.355802994047869) | > grad_norm_0: tensor(38.9400, device='cuda:0') (tensor(17.3283, device='cuda:0')) | > loss_gen: 2.684419631958008 (2.48837174993262) | > loss_kl: 2.0100836753845215 (2.01080870884721) | > loss_feat: 7.676140308380127 (7.0081169955619345) | > loss_mel: 17.093055725097656 (17.080107709412935) | > loss_duration: 2.127922296524048 (2.0336465468116125) | > loss_1: 31.59162139892578 (30.621051719966328) | > grad_norm_1: tensor(465.8472, device='cuda:0') (tensor(210.8077, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.437 (0.3906428967752764) | > loader_time: 0.0061 (0.004520993078908614)  --> TIME: 2024-06-12 05:32:57 -- STEP: 304/330 -- GLOBAL_STEP: 373425 | > loss_disc: 2.4035465717315674 (2.3586609881175193) | > loss_disc_real_0: 0.16349047422409058 (0.11728619470408089) | > loss_disc_real_1: 0.284830242395401 (0.19644677888994155) | > loss_disc_real_2: 0.18275347352027893 (0.21176274331580652) | > loss_disc_real_3: 0.23596225678920746 (0.22909761151592983) | > loss_disc_real_4: 0.22862902283668518 (0.23096601601297917) | > loss_disc_real_5: 0.21427643299102783 (0.22133453665791372) | > loss_0: 2.4035465717315674 (2.3586609881175193) | > grad_norm_0: tensor(54.8370, device='cuda:0') (tensor(18.6126, device='cuda:0')) | > loss_gen: 2.3344409465789795 (2.4898830111089505) | > loss_kl: 2.033165454864502 (2.0143862903902434) | > loss_feat: 7.285240173339844 (7.030070646813042) | > loss_mel: 15.392221450805664 (17.043515409293928) | > loss_duration: 2.1947178840637207 (2.0450498273498128) | > loss_1: 29.239784240722656 (30.622905191622284) | > grad_norm_1: tensor(596.8249, device='cuda:0') (tensor(226.3209, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 0.4757 (0.39730292793951527) | > loader_time: 0.0071 (0.0046999760364231325)  --> TIME: 2024-06-12 05:33:25 -- STEP: 329/330 -- GLOBAL_STEP: 373450 | > loss_disc: 2.4512548446655273 (2.367716039930071) | > loss_disc_real_0: 0.3200282156467438 (0.12069814853755174) | > loss_disc_real_1: 0.28307560086250305 (0.19843604098609152) | > loss_disc_real_2: 0.18829254806041718 (0.21201375643170714) | > loss_disc_real_3: 0.2287759780883789 (0.22939374798337014) | > loss_disc_real_4: 0.1985783576965332 (0.23093570977177663) | > loss_disc_real_5: 0.13955169916152954 (0.22130295896964958) | > loss_0: 2.4512548446655273 (2.367716039930071) | > grad_norm_0: tensor(15.4167, device='cuda:0') (tensor(19.2486, device='cuda:0')) | > loss_gen: 2.033663272857666 (2.4892105606913932) | > loss_kl: 2.2350072860717773 (2.023244160286927) | > loss_feat: 11.460600852966309 (7.140958036695208) | > loss_mel: 18.840669631958008 (17.034146077002433) | > loss_duration: 2.2930288314819336 (2.059947970428003) | > loss_1: 36.862972259521484 (30.747506793871477) | > grad_norm_1: tensor(339.3821, device='cuda:0') (tensor(238.6505, device='cuda:0')) | > current_lr_0: 0.00017952430739192338 | > current_lr_1: 0.00017952430739192338 | > step_time: 14.1577 (0.45093067873575043) | > loader_time: 0.0343 (0.005147126670304043)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.457200527191162 (2.457200527191162) | > loss_disc_real_0: 0.30975550413131714 (0.30975550413131714) | > loss_disc_real_1: 0.17621590197086334 (0.17621590197086334) | > loss_disc_real_2: 0.13614536821842194 (0.13614536821842194) | > loss_disc_real_3: 0.25042054057121277 (0.25042054057121277) | > loss_disc_real_4: 0.27543357014656067 (0.27543357014656067) | > loss_disc_real_5: 0.2778780460357666 (0.2778780460357666) | > loss_0: 2.457200527191162 (2.457200527191162) | > loss_gen: 2.6151788234710693 (2.6151788234710693) | > loss_kl: 2.1738169193267822 (2.1738169193267822) | > loss_feat: 7.207790374755859 (7.207790374755859) | > loss_mel: 17.602115631103516 (17.602115631103516) | > loss_duration: 3.074446678161621 (3.074446678161621) | > loss_1: 32.67334747314453 (32.67334747314453)  --> STEP: 1 | > loss_disc: 2.4853804111480713 (2.4853804111480713) | > loss_disc_real_0: 0.0874210000038147 (0.0874210000038147) | > loss_disc_real_1: 0.21885301172733307 (0.21885301172733307) | > loss_disc_real_2: 0.18731695413589478 (0.18731695413589478) | > loss_disc_real_3: 0.23660461604595184 (0.23660461604595184) | > loss_disc_real_4: 0.2753819525241852 (0.2753819525241852) | > loss_disc_real_5: 0.26262232661247253 (0.26262232661247253) | > loss_0: 2.4853804111480713 (2.4853804111480713) | > loss_gen: 2.131863594055176 (2.131863594055176) | > loss_kl: 2.807673931121826 (2.807673931121826) | > loss_feat: 5.920309066772461 (5.920309066772461) | > loss_mel: 17.099058151245117 (17.099058151245117) | > loss_duration: 2.446385383605957 (2.446385383605957) | > loss_1: 30.405288696289062 (30.405288696289062)  --> STEP: 2 | > loss_disc: 2.271498203277588 (2.3784393072128296) | > loss_disc_real_0: 0.0918082743883133 (0.089614637196064) | > loss_disc_real_1: 0.20417629182338715 (0.2115146517753601) | > loss_disc_real_2: 0.2537883520126343 (0.22055265307426453) | > loss_disc_real_3: 0.2394324690103531 (0.23801854252815247) | > loss_disc_real_4: 0.2296932488679886 (0.2525376006960869) | > loss_disc_real_5: 0.22614121437072754 (0.24438177049160004) | > loss_0: 2.271498203277588 (2.3784393072128296) | > loss_gen: 2.530519962310791 (2.3311917781829834) | > loss_kl: 2.6542298793792725 (2.7309519052505493) | > loss_feat: 5.727705001831055 (5.824007034301758) | > loss_mel: 16.70966911315918 (16.90436363220215) | > loss_duration: 2.4415979385375977 (2.4439916610717773) | > loss_1: 30.063720703125 (30.23450469970703)  --> STEP: 3 | > loss_disc: 2.2983717918395996 (2.351750135421753) | > loss_disc_real_0: 0.10669281333684921 (0.09530736257632573) | > loss_disc_real_1: 0.12561379373073578 (0.182881032427152) | > loss_disc_real_2: 0.1047711968421936 (0.18195883433024088) | > loss_disc_real_3: 0.20087213814258575 (0.22563640773296356) | > loss_disc_real_4: 0.24939526617527008 (0.25149015585581463) | > loss_disc_real_5: 0.24722886085510254 (0.24533080061276755) | > loss_0: 2.2983717918395996 (2.351750135421753) | > loss_gen: 2.1422483921051025 (2.2682106494903564) | > loss_kl: 3.37105655670166 (2.9443201224009194) | > loss_feat: 6.076969146728516 (5.908327738444011) | > loss_mel: 16.932449340820312 (16.91372553507487) | > loss_duration: 2.351473331451416 (2.4131522178649902) | > loss_1: 30.874195098876953 (30.447734832763672)  --> STEP: 4 | > loss_disc: 2.4315507411956787 (2.3717002868652344) | > loss_disc_real_0: 0.16631445288658142 (0.11305913515388966) | > loss_disc_real_1: 0.20608928799629211 (0.18868309631943703) | > loss_disc_real_2: 0.16361087560653687 (0.17737184464931488) | > loss_disc_real_3: 0.22005660831928253 (0.2242414578795433) | > loss_disc_real_4: 0.20722998678684235 (0.24042511358857155) | > loss_disc_real_5: 0.25942403078079224 (0.2488541081547737) | > loss_0: 2.4315507411956787 (2.3717002868652344) | > loss_gen: 2.1871840953826904 (2.24795401096344) | > loss_kl: 3.7817440032958984 (3.1536760926246643) | > loss_feat: 4.887913227081299 (5.6532241106033325) | > loss_mel: 18.29247283935547 (17.25841236114502) | > loss_duration: 2.4930570125579834 (2.4331284165382385) | > loss_1: 31.642370223999023 (30.74639368057251)  --> STEP: 5 | > loss_disc: 2.554126501083374 (2.408185529708862) | > loss_disc_real_0: 0.21684293448925018 (0.13381589502096175) | > loss_disc_real_1: 0.2242244929075241 (0.19579137563705445) | > loss_disc_real_2: 0.1503985971212387 (0.17197719514369963) | > loss_disc_real_3: 0.2197980284690857 (0.2233527719974518) | > loss_disc_real_4: 0.2933226525783539 (0.251004621386528) | > loss_disc_real_5: 0.3061977028846741 (0.2603228271007538) | > loss_0: 2.554126501083374 (2.408185529708862) | > loss_gen: 2.2538695335388184 (2.249137115478516) | > loss_kl: 2.931281566619873 (3.109197187423706) | > loss_feat: 4.627173900604248 (5.4480140686035154) | > loss_mel: 18.720510482788086 (17.550831985473632) | > loss_duration: 2.3825807571411133 (2.4230188846588137) | > loss_1: 30.915416717529297 (30.780198287963866)  --> STEP: 6 | > loss_disc: 2.240962505340576 (2.3803150256474814) | > loss_disc_real_0: 0.12959259748458862 (0.1331120120982329) | > loss_disc_real_1: 0.2014630287885666 (0.19673665116230646) | > loss_disc_real_2: 0.1906397044658661 (0.17508761336406073) | > loss_disc_real_3: 0.2248230129480362 (0.2235978121558825) | > loss_disc_real_4: 0.21919210255146027 (0.24570253491401672) | > loss_disc_real_5: 0.16093452274799347 (0.24375810970862707) | > loss_0: 2.240962505340576 (2.3803150256474814) | > loss_gen: 2.4020979404449463 (2.274630586306254) | > loss_kl: 2.789811134338379 (3.0559661785761514) | > loss_feat: 5.658381938934326 (5.483075380325317) | > loss_mel: 19.370695114135742 (17.854142506917317) | > loss_duration: 2.216613531112671 (2.388617992401123) | > loss_1: 32.437599182128906 (31.056431770324707)  --> STEP: 7 | > loss_disc: 2.2319509983062744 (2.3591201645987376) | > loss_disc_real_0: 0.12598080933094025 (0.13209326884576253) | > loss_disc_real_1: 0.2647680640220642 (0.20645542442798615) | > loss_disc_real_2: 0.1827140599489212 (0.1761771057333265) | > loss_disc_real_3: 0.23923105001449585 (0.22583113184997014) | > loss_disc_real_4: 0.20725120604038239 (0.24020948793206895) | > loss_disc_real_5: 0.19391374289989471 (0.23663748587880815) | > loss_0: 2.2319509983062744 (2.3591201645987376) | > loss_gen: 2.5385828018188477 (2.312338045665196) | > loss_kl: 4.2790374755859375 (3.2306906495775496) | > loss_feat: 5.838380813598633 (5.533833299364362) | > loss_mel: 16.136554718017578 (17.608772822788783) | > loss_duration: 2.4907312393188477 (2.403205599103655) | > loss_1: 31.283287048339844 (31.08883966718401)  --> STEP: 8 | > loss_disc: 2.3026649951934814 (2.3520632684230804) | > loss_disc_real_0: 0.12993468344211578 (0.13182344567030668) | > loss_disc_real_1: 0.1732301563024521 (0.2023022659122944) | > loss_disc_real_2: 0.14507433772087097 (0.17228925973176956) | > loss_disc_real_3: 0.14178209006786346 (0.2153250016272068) | > loss_disc_real_4: 0.18854297697544098 (0.23375117406249046) | > loss_disc_real_5: 0.22888866066932678 (0.23566888272762299) | > loss_0: 2.3026649951934814 (2.3520632684230804) | > loss_gen: 2.171509027481079 (2.2947344183921814) | > loss_kl: 2.912686347961426 (3.190940111875534) | > loss_feat: 10.744462013244629 (6.185161888599396) | > loss_mel: 19.7567081451416 (17.877264738082886) | > loss_duration: 2.251903772354126 (2.384292870759964) | > loss_1: 37.8372688293457 (31.932393312454224)  --> STEP: 9 | > loss_disc: 2.4335458278656006 (2.361116886138916) | > loss_disc_real_0: 0.17444860935211182 (0.13655957496828502) | > loss_disc_real_1: 0.16085921227931976 (0.1976974821752972) | > loss_disc_real_2: 0.21821893751621246 (0.17739255726337433) | > loss_disc_real_3: 0.1793859601020813 (0.21133177479108176) | > loss_disc_real_4: 0.2023889571428299 (0.2302664832936393) | > loss_disc_real_5: 0.2333345115184784 (0.23540950814882913) | > loss_0: 2.4335458278656006 (2.361116886138916) | > loss_gen: 2.110661268234253 (2.2742818461524115) | > loss_kl: 2.7994751930236816 (3.147444009780884) | > loss_feat: 9.25593090057373 (6.526358445485433) | > loss_mel: 17.57897186279297 (17.844121085272896) | > loss_duration: 2.161954879760742 (2.3595886495378284) | > loss_1: 33.9069938659668 (32.15179337395562)  --> STEP: 10 | > loss_disc: 2.543674945831299 (2.3793726921081544) | > loss_disc_real_0: 0.15043221414089203 (0.13794683888554574) | > loss_disc_real_1: 0.1963438093662262 (0.1975621148943901) | > loss_disc_real_2: 0.26015469431877136 (0.18566877096891404) | > loss_disc_real_3: 0.29862886667251587 (0.22006148397922515) | > loss_disc_real_4: 0.2246016412973404 (0.2296999990940094) | > loss_disc_real_5: 0.2972647249698639 (0.24159502983093262) | > loss_0: 2.543674945831299 (2.3793726921081544) | > loss_gen: 2.4376144409179688 (2.290615105628967) | > loss_kl: 3.2192232608795166 (3.154621934890747) | > loss_feat: 5.855426788330078 (6.459265279769897) | > loss_mel: 17.72109031677246 (17.83181800842285) | > loss_duration: 2.3722848892211914 (2.3608582735061647) | > loss_1: 31.605640411376953 (32.097178077697755)  --> STEP: 11 | > loss_disc: 2.46018123626709 (2.38671892339533) | > loss_disc_real_0: 0.09936069697141647 (0.13443900780244308) | > loss_disc_real_1: 0.2184559553861618 (0.19946155493909662) | > loss_disc_real_2: 0.1795465350151062 (0.1851122040640224) | > loss_disc_real_3: 0.273085355758667 (0.2248818359591744) | > loss_disc_real_4: 0.2633223235607147 (0.23275657404552808) | > loss_disc_real_5: 0.31457754969596863 (0.2482298043641177) | > loss_0: 2.46018123626709 (2.38671892339533) | > loss_gen: 2.4413604736328125 (2.304319229992953) | > loss_kl: 3.7225565910339355 (3.2062523581764917) | > loss_feat: 5.992712497711182 (6.416851390491832) | > loss_mel: 17.038904190063477 (17.759734934026543) | > loss_duration: 2.5252368450164795 (2.375801780007102) | > loss_1: 31.72076988220215 (32.062959150834516)  --> STEP: 12 | > loss_disc: 2.5179331302642822 (2.3976534406344094) | > loss_disc_real_0: 0.16676487028598785 (0.13713282967607182) | > loss_disc_real_1: 0.20923368632793427 (0.20027589922149977) | > loss_disc_real_2: 0.2294159233570099 (0.18880418067177138) | > loss_disc_real_3: 0.2586483359336853 (0.22769571095705032) | > loss_disc_real_4: 0.32423368096351624 (0.24037966628869376) | > loss_disc_real_5: 0.28300371766090393 (0.2511276304721832) | > loss_0: 2.5179331302642822 (2.3976534406344094) | > loss_gen: 2.5465757846832275 (2.3245072762171426) | > loss_kl: 3.1165459156036377 (3.19877682129542) | > loss_feat: 5.04420804977417 (6.302464445432027) | > loss_mel: 17.06035614013672 (17.701453367869057) | > loss_duration: 2.305919647216797 (2.369978268941243) | > loss_1: 30.073606491088867 (31.89717976252238)  --> STEP: 13 | > loss_disc: 2.612252712249756 (2.4141610769125132) | > loss_disc_real_0: 0.1816544085741043 (0.140557566514382) | > loss_disc_real_1: 0.25970715284347534 (0.2048475341154979) | > loss_disc_real_2: 0.18981271982192993 (0.18888176060639894) | > loss_disc_real_3: 0.28666678071022034 (0.23223194709190956) | > loss_disc_real_4: 0.22885482013225555 (0.23949313966127542) | > loss_disc_real_5: 0.23631936311721802 (0.24998853298333976) | > loss_0: 2.612252712249756 (2.4141610769125132) | > loss_gen: 2.1926848888397217 (2.3143670925727258) | > loss_kl: 2.6771388053894043 (3.158650820071881) | > loss_feat: 5.104022979736328 (6.2102766403785115) | > loss_mel: 15.074167251586914 (17.499354435847355) | > loss_duration: 2.2358717918395996 (2.3596623860872707) | > loss_1: 27.283885955810547 (31.54231100815993)  --> STEP: 14 | > loss_disc: 2.419572114944458 (2.4145475796290805) | > loss_disc_real_0: 0.1117563247680664 (0.13850033496107375) | > loss_disc_real_1: 0.19939590990543365 (0.20445813238620758) | > loss_disc_real_2: 0.1838405877351761 (0.18852167682988302) | > loss_disc_real_3: 0.21893569827079773 (0.23128221503325871) | > loss_disc_real_4: 0.2656266391277313 (0.2413598181945937) | > loss_disc_real_5: 0.25467610359191895 (0.25032335945538114) | > loss_0: 2.419572114944458 (2.4145475796290805) | > loss_gen: 2.2812719345092773 (2.3120031527110507) | > loss_kl: 3.7193803787231445 (3.1987029314041138) | > loss_feat: 6.079479694366455 (6.200934001377651) | > loss_mel: 19.012935638427734 (17.60746737888881) | > loss_duration: 2.4178757667541504 (2.3638204847063338) | > loss_1: 33.51094436645508 (31.682927676609584)  --> STEP: 15 | > loss_disc: 2.37436580657959 (2.4118687947591146) | > loss_disc_real_0: 0.07706844061613083 (0.13440487533807755) | > loss_disc_real_1: 0.21710725128650665 (0.20530140697956084) | > loss_disc_real_2: 0.15855954587459564 (0.18652420143286388) | > loss_disc_real_3: 0.19706124067306519 (0.22900081674257913) | > loss_disc_real_4: 0.168923482298851 (0.23653072913487752) | > loss_disc_real_5: 0.1549236923456192 (0.2439633816480637) | > loss_0: 2.37436580657959 (2.4118687947591146) | > loss_gen: 2.0472004413604736 (2.2943496386210125) | > loss_kl: 3.5934128761291504 (3.2250169277191163) | > loss_feat: 6.32798433303833 (6.2094040234883625) | > loss_mel: 18.203317642211914 (17.64719072977702) | > loss_duration: 2.4009511470794678 (2.366295862197876) | > loss_1: 32.5728645324707 (31.74225680033366)  --> STEP: 16 | > loss_disc: 2.385204792022705 (2.410202294588089) | > loss_disc_real_0: 0.15260249376296997 (0.13554222648963332) | > loss_disc_real_1: 0.17634515464305878 (0.20349164120852947) | > loss_disc_real_2: 0.18449532985687256 (0.18639739695936441) | > loss_disc_real_3: 0.25982409715652466 (0.23092727176845074) | > loss_disc_real_4: 0.2796396017074585 (0.23922503367066383) | > loss_disc_real_5: 0.28269562125205994 (0.24638414662331345) | > loss_0: 2.385204792022705 (2.410202294588089) | > loss_gen: 2.4474637508392334 (2.303919270634651) | > loss_kl: 3.1691360473632812 (3.2215243726968765) | > loss_feat: 7.327789306640625 (6.279303103685379) | > loss_mel: 15.268210411071777 (17.49850445985794) | > loss_duration: 2.361534357070923 (2.3659982681274414) | > loss_1: 30.574134826660156 (31.669249176979065)  --> STEP: 17 | > loss_disc: 2.7606379985809326 (2.4308161595288444) | > loss_disc_real_0: 0.12377896904945374 (0.13485027016962275) | > loss_disc_real_1: 0.21582184731960297 (0.20421694745035732) | > loss_disc_real_2: 0.3089654743671417 (0.19360728386570425) | > loss_disc_real_3: 0.332659512758255 (0.23691152123843923) | > loss_disc_real_4: 0.3417694866657257 (0.2452570603174322) | > loss_disc_real_5: 0.3152097761631012 (0.25043271306683035) | > loss_0: 2.7606379985809326 (2.4308161595288444) | > loss_gen: 2.3106155395507812 (2.304313168806188) | > loss_kl: 2.8652477264404297 (3.2005669229170857) | > loss_feat: 6.0212860107421875 (6.264125627629897) | > loss_mel: 17.209321975708008 (17.48149372549618) | > loss_duration: 2.459501028060913 (2.371498430476469) | > loss_1: 30.8659725189209 (31.621997608857995)  --> STEP: 18 | > loss_disc: 2.6084351539611816 (2.440683881441752) | > loss_disc_real_0: 0.11851158738136292 (0.13394256557027498) | > loss_disc_real_1: 0.1704334318637848 (0.20234008547332552) | > loss_disc_real_2: 0.29156461358070374 (0.19904935773875979) | > loss_disc_real_3: 0.2981409430503845 (0.24031315578354728) | > loss_disc_real_4: 0.22898946702480316 (0.24435330513450834) | > loss_disc_real_5: 0.24301950633525848 (0.2500208682484097) | > loss_0: 2.6084351539611816 (2.440683881441752) | > loss_gen: 2.3761143684387207 (2.308302124341329) | > loss_kl: 2.8056981563568115 (3.1786297692192926) | > loss_feat: 6.447534561157227 (6.27431501282586) | > loss_mel: 15.553606033325195 (17.374388853708904) | > loss_duration: 2.248354911804199 (2.3646571238835654) | > loss_1: 29.43130874633789 (31.500292672051323)  --> STEP: 19 | > loss_disc: 2.560852527618408 (2.447008547029997) | > loss_disc_real_0: 0.18177875876426697 (0.13646025994890615) | > loss_disc_real_1: 0.174561008810997 (0.20087802880688718) | > loss_disc_real_2: 0.21740120649337769 (0.20001524451531863) | > loss_disc_real_3: 0.25631290674209595 (0.24115524793926038) | > loss_disc_real_4: 0.22715915739536285 (0.2434483499903428) | > loss_disc_real_5: 0.1945972442626953 (0.2471038354070563) | > loss_0: 2.560852527618408 (2.447008547029997) | > loss_gen: 2.0925991535186768 (2.2969493364032947) | > loss_kl: 2.175367832183838 (3.125826509375321) | > loss_feat: 6.124066352844238 (6.266407188616301) | > loss_mel: 17.194374084472656 (17.364914392170153) | > loss_duration: 2.329261302947998 (2.3627941859395882) | > loss_1: 29.91567039489746 (31.41689149956954)  --> STEP: 20 | > loss_disc: 2.481684684753418 (2.448742353916168) | > loss_disc_real_0: 0.1370525062084198 (0.13648987226188183) | > loss_disc_real_1: 0.20456144213676453 (0.20106219947338105) | > loss_disc_real_2: 0.1602334827184677 (0.19802615642547608) | > loss_disc_real_3: 0.24063237011432648 (0.2411291040480137) | > loss_disc_real_4: 0.2274547517299652 (0.2426486700773239) | > loss_disc_real_5: 0.2336440235376358 (0.2464308448135853) | > loss_0: 2.481684684753418 (2.448742353916168) | > loss_gen: 2.089188814163208 (2.2865613102912903) | > loss_kl: 1.878262996673584 (3.063448333740234) | > loss_feat: 4.962888240814209 (6.201231241226197) | > loss_mel: 17.942720413208008 (17.393804693222044) | > loss_duration: 2.2965638637542725 (2.359482669830322) | > loss_1: 29.16962432861328 (31.304528141021727)  --> STEP: 21 | > loss_disc: 2.2433230876922607 (2.438960484095982) | > loss_disc_real_0: 0.10614611208438873 (0.13504493130104883) | > loss_disc_real_1: 0.1966017633676529 (0.20084979775406064) | > loss_disc_real_2: 0.19129104912281036 (0.19770543703011104) | > loss_disc_real_3: 0.188059002161026 (0.23860195633910952) | > loss_disc_real_4: 0.19292262196540833 (0.24028076302437557) | > loss_disc_real_5: 0.1802561730146408 (0.2432796699660165) | > loss_0: 2.2433230876922607 (2.438960484095982) | > loss_gen: 2.2319014072418213 (2.283958457765125) | > loss_kl: 2.9734485149383545 (3.0591626280830013) | > loss_feat: 6.061575889587402 (6.194580986386254) | > loss_mel: 13.659860610961914 (17.21599783216204) | > loss_duration: 2.146392345428467 (2.349335511525472) | > loss_1: 27.073179244995117 (31.103035336449032)  --> STEP: 22 | > loss_disc: 2.4239518642425537 (2.4382782741026445) | > loss_disc_real_0: 0.13627219200134277 (0.13510071587833491) | > loss_disc_real_1: 0.25642433762550354 (0.2033759132027626) | > loss_disc_real_2: 0.17692367732524872 (0.19676081158898093) | > loss_disc_real_3: 0.1982402354478836 (0.2367673326622356) | > loss_disc_real_4: 0.2646982967853546 (0.24139065092260187) | > loss_disc_real_5: 0.33013716340065 (0.24722773784940894) | > loss_0: 2.4239518642425537 (2.4382782741026445) | > loss_gen: 2.371359348297119 (2.2879312255165796) | > loss_kl: 2.247875690460205 (3.022285949100147) | > loss_feat: 6.393075466156006 (6.203603462739424) | > loss_mel: 15.32914924621582 (17.130231987346303) | > loss_duration: 2.225597381591797 (2.3437110510739414) | > loss_1: 28.56705665588379 (30.987763578241523)  --> STEP: 23 | > loss_disc: 2.6997251510620117 (2.449645529622617) | > loss_disc_real_0: 0.2030111849308014 (0.13805334496757257) | > loss_disc_real_1: 0.20924034714698792 (0.20363088859164197) | > loss_disc_real_2: 0.17269229888916016 (0.19571435451507568) | > loss_disc_real_3: 0.23888783156871796 (0.23685952826686527) | > loss_disc_real_4: 0.2531608045101166 (0.2419023967307547) | > loss_disc_real_5: 0.3106863498687744 (0.24998680793720743) | > loss_0: 2.6997251510620117 (2.449645529622617) | > loss_gen: 1.9886672496795654 (2.274919748306275) | > loss_kl: 2.673710823059082 (3.007130508837492) | > loss_feat: 4.83599853515625 (6.14414237893146) | > loss_mel: 16.618675231933594 (17.10799038928488) | > loss_duration: 2.2903876304626465 (2.341392641482146) | > loss_1: 28.407438278198242 (30.875575521717902)  --> STEP: 24 | > loss_disc: 2.421443462371826 (2.448470443487168) | > loss_disc_real_0: 0.09127384424209595 (0.13610419910401103) | > loss_disc_real_1: 0.20175102353096008 (0.20355256088078022) | > loss_disc_real_2: 0.1582023799419403 (0.19415135557452837) | > loss_disc_real_3: 0.26434293389320374 (0.2380046701679627) | > loss_disc_real_4: 0.22816504538059235 (0.2413300070911646) | > loss_disc_real_5: 0.20869500935077667 (0.2482663163294395) | > loss_0: 2.421443462371826 (2.448470443487168) | > loss_gen: 2.277878522872925 (2.275043030579885) | > loss_kl: 2.5439507961273193 (2.987831354141235) | > loss_feat: 6.861763000488281 (6.174043238162994) | > loss_mel: 16.78017234802246 (17.09433130423228) | > loss_duration: 2.41294002532959 (2.3443737824757895) | > loss_1: 30.876705169677734 (30.875622590382893)  --> STEP: 25 | > loss_disc: 2.496128797531128 (2.4503767776489265) | > loss_disc_real_0: 0.10982760787010193 (0.13505313545465467) | > loss_disc_real_1: 0.3203890323638916 (0.20822601974010468) | > loss_disc_real_2: 0.20759953558444977 (0.19468928277492523) | > loss_disc_real_3: 0.20780760049819946 (0.23679678738117219) | > loss_disc_real_4: 0.22410428524017334 (0.24064097821712493) | > loss_disc_real_5: 0.2180911898612976 (0.24705931127071382) | > loss_0: 2.496128797531128 (2.4503767776489265) | > loss_gen: 2.212286949157715 (2.272532787322998) | > loss_kl: 2.880125045776367 (2.98352310180664) | > loss_feat: 6.8654279708862305 (6.201698627471924) | > loss_mel: 15.909936904907227 (17.04695552825928) | > loss_duration: 2.4010159969329834 (2.346639471054077) | > loss_1: 30.268795013427734 (30.851349487304688)  --> STEP: 26 | > loss_disc: 3.0452287197113037 (2.4732556984974794) | > loss_disc_real_0: 0.09259555488824844 (0.13342015158671597) | > loss_disc_real_1: 0.254534512758255 (0.21000711562541816) | > loss_disc_real_2: 0.10389932990074158 (0.19119736151053354) | > loss_disc_real_3: 0.11178530007600784 (0.23198865325405046) | > loss_disc_real_4: 0.17075777053833008 (0.2379531625371713) | > loss_disc_real_5: 0.10428742319345474 (0.24156808480620384) | > loss_0: 3.0452287197113037 (2.4732556984974794) | > loss_gen: 1.3144387006759644 (2.2356830147596507) | > loss_kl: 2.5958006381988525 (2.9686106993601866) | > loss_feat: 10.378206253051758 (6.362333536148071) | > loss_mel: 17.785419464111328 (17.075357987330513) | > loss_duration: 2.328718662261963 (2.3459502091774573) | > loss_1: 34.402584075927734 (30.987935433020958) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024958390455979565 (+6.61611557006836e-05) | > avg_loss_disc: 2.4732556984974794 (-0.005044854604280502) | > avg_loss_disc_real_0: 0.13342015158671597 (-0.060481442568393884) | > avg_loss_disc_real_1: 0.21000711562541816 (+0.03850008747898617) | > avg_loss_disc_real_2: 0.19119736151053354 (-0.002258714001912354) | > avg_loss_disc_real_3: 0.23198865325405046 (-0.030611326201603922) | > avg_loss_disc_real_4: 0.2379531625371713 (-0.016102400536720574) | > avg_loss_disc_real_5: 0.24156808480620384 (+0.006256803297079533) | > avg_loss_0: 2.4732556984974794 (-0.005044854604280502) | > avg_loss_gen: 2.2356830147596507 (-0.16462216927454998) | > avg_loss_kl: 2.9686106993601866 (-0.12009495955247207) | > avg_loss_feat: 6.362333536148071 (-0.09750333199134253) | > avg_loss_mel: 17.075357987330513 (-0.22729858985313456) | > avg_loss_duration: 2.3459502091774573 (-0.0245987360294051) | > avg_loss_1: 30.987935433020958 (-0.6341174932626572)  > EPOCH: 865/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:33:31)   --> TIME: 2024-06-12 05:33:41 -- STEP: 24/330 -- GLOBAL_STEP: 373475 | > loss_disc: 2.4032812118530273 (2.3428523937861123) | > loss_disc_real_0: 0.13261975347995758 (0.11089305238177379) | > loss_disc_real_1: 0.20854835212230682 (0.1914173879971107) | > loss_disc_real_2: 0.22181324660778046 (0.20785061766703924) | > loss_disc_real_3: 0.25962501764297485 (0.22561937694748244) | > loss_disc_real_4: 0.24681396782398224 (0.23178784735500813) | > loss_disc_real_5: 0.2607058584690094 (0.2258285228163004) | > loss_0: 2.4032812118530273 (2.3428523937861123) | > grad_norm_0: tensor(13.8534, device='cuda:0') (tensor(8.2378, device='cuda:0')) | > loss_gen: 2.528653144836426 (2.502211560805639) | > loss_kl: 2.0301570892333984 (1.9376498808463414) | > loss_feat: 6.751385688781738 (7.11100176970164) | > loss_mel: 17.149822235107422 (17.43324343363443) | > loss_duration: 1.9590339660644531 (2.0346439033746724) | > loss_1: 30.419052124023438 (31.018750031789143) | > grad_norm_1: tensor(72.9111, device='cuda:0') (tensor(101.8514, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.37 (0.3738386432329814) | > loader_time: 0.0033 (0.003343115250269572)  --> TIME: 2024-06-12 05:33:50 -- STEP: 49/330 -- GLOBAL_STEP: 373500 | > loss_disc: 2.350501537322998 (2.3503060632822463) | > loss_disc_real_0: 0.10182469338178635 (0.10893764711764393) | > loss_disc_real_1: 0.19880729913711548 (0.1947106579128577) | > loss_disc_real_2: 0.21757152676582336 (0.2095162050456417) | > loss_disc_real_3: 0.21478870511054993 (0.22743008909176807) | > loss_disc_real_4: 0.20893889665603638 (0.23203059392316) | > loss_disc_real_5: 0.1888658106327057 (0.22409689061495722) | > loss_0: 2.350501537322998 (2.3503060632822463) | > grad_norm_0: tensor(8.3988, device='cuda:0') (tensor(7.9893, device='cuda:0')) | > loss_gen: 2.357086658477783 (2.476010483138415) | > loss_kl: 1.9351972341537476 (1.9342504764089778) | > loss_feat: 6.803874492645264 (6.968364413903684) | > loss_mel: 16.31220054626465 (17.293052906892733) | > loss_duration: 1.9047317504882812 (1.9931544795328267) | > loss_1: 29.313091278076172 (30.664832484965423) | > grad_norm_1: tensor(82.4793, device='cuda:0') (tensor(81.4401, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3463 (0.3672760846663494) | > loader_time: 0.0035 (0.003440127080800582) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_373500.pth  --> TIME: 2024-06-12 05:34:04 -- STEP: 74/330 -- GLOBAL_STEP: 373525 | > loss_disc: 2.3432857990264893 (2.344252879555161) | > loss_disc_real_0: 0.11657202243804932 (0.10886745899915692) | > loss_disc_real_1: 0.21089045703411102 (0.1934107318520546) | > loss_disc_real_2: 0.19499576091766357 (0.2094510676893028) | > loss_disc_real_3: 0.2456834763288498 (0.22707724309450872) | > loss_disc_real_4: 0.22899389266967773 (0.23174335102777224) | > loss_disc_real_5: 0.2095758616924286 (0.22459723659463834) | > loss_0: 2.3432857990264893 (2.344252879555161) | > grad_norm_0: tensor(8.4435, device='cuda:0') (tensor(7.7202, device='cuda:0')) | > loss_gen: 2.428419828414917 (2.4785352075422127) | > loss_kl: 2.1239380836486816 (1.957397320786038) | > loss_feat: 6.8711771965026855 (7.02336040703026) | > loss_mel: 16.773433685302734 (17.309362179524186) | > loss_duration: 1.9072959423065186 (1.9820709099640725) | > loss_1: 30.104263305664062 (30.75072579770475) | > grad_norm_1: tensor(93.3540, device='cuda:0') (tensor(81.2556, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3665 (0.36711595509503336) | > loader_time: 0.0042 (0.0035554428358335753)  --> TIME: 2024-06-12 05:34:14 -- STEP: 99/330 -- GLOBAL_STEP: 373550 | > loss_disc: 2.1840057373046875 (2.342976765199142) | > loss_disc_real_0: 0.11717818677425385 (0.10861103898949091) | > loss_disc_real_1: 0.17942911386489868 (0.19353473502578153) | > loss_disc_real_2: 0.19099120795726776 (0.20858014909305958) | > loss_disc_real_3: 0.19861333072185516 (0.227548525489942) | > loss_disc_real_4: 0.20823797583580017 (0.23209935110626798) | > loss_disc_real_5: 0.20411302149295807 (0.22491086582944855) | > loss_0: 2.1840057373046875 (2.342976765199142) | > grad_norm_0: tensor(9.9030, device='cuda:0') (tensor(8.4583, device='cuda:0')) | > loss_gen: 2.5795021057128906 (2.4790465928087326) | > loss_kl: 1.9532372951507568 (1.9587719344129466) | > loss_feat: 7.203266620635986 (6.99537434722438) | > loss_mel: 17.264867782592773 (17.225916717991684) | > loss_duration: 2.002847671508789 (1.9832265834615694) | > loss_1: 31.003721237182617 (30.642335949522078) | > grad_norm_1: tensor(120.0606, device='cuda:0') (tensor(97.6053, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3748 (0.3693827667621651) | > loader_time: 0.0037 (0.0036298241278137824)  --> TIME: 2024-06-12 05:34:24 -- STEP: 124/330 -- GLOBAL_STEP: 373575 | > loss_disc: 2.2535200119018555 (2.3406362514342045) | > loss_disc_real_0: 0.10217274725437164 (0.1089064490891272) | > loss_disc_real_1: 0.195206418633461 (0.194082842478829) | > loss_disc_real_2: 0.20064055919647217 (0.20755431957302556) | > loss_disc_real_3: 0.22987928986549377 (0.22857603827311146) | > loss_disc_real_4: 0.20110605657100677 (0.23126853966424543) | > loss_disc_real_5: 0.19662798941135406 (0.22312757288736684) | > loss_0: 2.2535200119018555 (2.3406362514342045) | > grad_norm_0: tensor(6.2676, device='cuda:0') (tensor(9.5934, device='cuda:0')) | > loss_gen: 2.6325550079345703 (2.483616384767717) | > loss_kl: 2.13554048538208 (1.9758424028273551) | > loss_feat: 7.401101112365723 (7.008303553827347) | > loss_mel: 17.11079216003418 (17.22160986162001) | > loss_duration: 1.9910826683044434 (1.9872271159002863) | > loss_1: 31.271072387695312 (30.676599179544755) | > grad_norm_1: tensor(196.0718, device='cuda:0') (tensor(119.4059, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3718 (0.37209287381941275) | > loader_time: 0.0049 (0.0037674288595876387)  --> TIME: 2024-06-12 05:34:34 -- STEP: 149/330 -- GLOBAL_STEP: 373600 | > loss_disc: 2.4089436531066895 (2.3441746826939944) | > loss_disc_real_0: 0.0913604125380516 (0.11020034201593207) | > loss_disc_real_1: 0.1763755828142166 (0.1942064652106906) | > loss_disc_real_2: 0.20755933225154877 (0.20865358352261099) | > loss_disc_real_3: 0.24300476908683777 (0.2287079317857755) | > loss_disc_real_4: 0.2471347153186798 (0.23191861248256376) | > loss_disc_real_5: 0.23223115503787994 (0.223847448425805) | > loss_0: 2.4089436531066895 (2.3441746826939944) | > grad_norm_0: tensor(17.0803, device='cuda:0') (tensor(10.9385, device='cuda:0')) | > loss_gen: 2.2894821166992188 (2.4883630403736285) | > loss_kl: 2.1446046829223633 (1.9872643779588226) | > loss_feat: 5.992318630218506 (7.012913105471823) | > loss_mel: 17.352643966674805 (17.199067800637053) | > loss_duration: 2.0336766242980957 (1.990911694981108) | > loss_1: 29.812725067138672 (30.678519908213776) | > grad_norm_1: tensor(244.5854, device='cuda:0') (tensor(138.4461, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3991 (0.3748885321137089) | > loader_time: 0.0041 (0.003890663185375649)  --> TIME: 2024-06-12 05:34:44 -- STEP: 174/330 -- GLOBAL_STEP: 373625 | > loss_disc: 2.491321086883545 (2.347319016511413) | > loss_disc_real_0: 0.11459348350763321 (0.11175296853842406) | > loss_disc_real_1: 0.18002749979496002 (0.19423815068499786) | > loss_disc_real_2: 0.21560785174369812 (0.2089133332001752) | > loss_disc_real_3: 0.2520453631877899 (0.22832597843531904) | > loss_disc_real_4: 0.27440378069877625 (0.2321076514734619) | > loss_disc_real_5: 0.25760647654533386 (0.2236088602536026) | > loss_0: 2.491321086883545 (2.347319016511413) | > grad_norm_0: tensor(25.3711, device='cuda:0') (tensor(12.4896, device='cuda:0')) | > loss_gen: 2.361358165740967 (2.4855718311222117) | > loss_kl: 2.0497632026672363 (1.997767555987698) | > loss_feat: 6.881356239318848 (7.008445972683786) | > loss_mel: 16.968738555908203 (17.174987464115546) | > loss_duration: 2.111210823059082 (1.9971570427390355) | > loss_1: 30.37242889404297 (30.66392981869051) | > grad_norm_1: tensor(360.5267, device='cuda:0') (tensor(158.2414, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.382 (0.37697934282237083) | > loader_time: 0.0043 (0.003973716976998864)  --> TIME: 2024-06-12 05:34:54 -- STEP: 199/330 -- GLOBAL_STEP: 373650 | > loss_disc: 2.2422842979431152 (2.350158400272004) | > loss_disc_real_0: 0.08339446783065796 (0.11291236924615937) | > loss_disc_real_1: 0.17042140662670135 (0.19431165909048292) | > loss_disc_real_2: 0.20692794024944305 (0.20968298741321467) | > loss_disc_real_3: 0.23193182051181793 (0.22855820315866615) | > loss_disc_real_4: 0.23950722813606262 (0.23248437443869796) | > loss_disc_real_5: 0.22209352254867554 (0.22347022323452648) | > loss_0: 2.2422842979431152 (2.350158400272004) | > grad_norm_0: tensor(17.9323, device='cuda:0') (tensor(15.1962, device='cuda:0')) | > loss_gen: 2.5268704891204834 (2.489797629303669) | > loss_kl: 2.0265250205993652 (2.0010576631555606) | > loss_feat: 6.79914665222168 (7.020830669594769) | > loss_mel: 16.727336883544922 (17.139058069967156) | > loss_duration: 2.120251178741455 (2.005634105984291) | > loss_1: 30.200130462646484 (30.65637808948306) | > grad_norm_1: tensor(337.3560, device='cuda:0') (tensor(186.3551, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3941 (0.37858144122751514) | > loader_time: 0.0046 (0.0040669884513969985)  --> TIME: 2024-06-12 05:35:04 -- STEP: 224/330 -- GLOBAL_STEP: 373675 | > loss_disc: 2.2770836353302 (2.352593199482986) | > loss_disc_real_0: 0.17076510190963745 (0.1143312710669956) | > loss_disc_real_1: 0.15992037951946259 (0.19497297564521426) | > loss_disc_real_2: 0.2152395397424698 (0.20976144787190215) | > loss_disc_real_3: 0.22581584751605988 (0.22895162353026016) | > loss_disc_real_4: 0.2209080010652542 (0.23227883988459194) | > loss_disc_real_5: 0.20222438871860504 (0.22280631307512522) | > loss_0: 2.2770836353302 (2.352593199482986) | > grad_norm_0: tensor(29.8107, device='cuda:0') (tensor(16.6876, device='cuda:0')) | > loss_gen: 2.5036680698394775 (2.488169285867896) | > loss_kl: 2.1683566570281982 (2.005175991249936) | > loss_feat: 6.536669731140137 (7.005140466349466) | > loss_mel: 16.011703491210938 (17.094442491020498) | > loss_duration: 2.114340305328369 (2.0136844201811734) | > loss_1: 29.33473777770996 (30.60661259719304) | > grad_norm_1: tensor(667.5894, device='cuda:0') (tensor(206.2824, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.3902 (0.3807344543082373) | > loader_time: 0.005 (0.004167962287153515)  --> TIME: 2024-06-12 05:35:14 -- STEP: 249/330 -- GLOBAL_STEP: 373700 | > loss_disc: 2.479433059692383 (2.3522012185858916) | > loss_disc_real_0: 0.1140981912612915 (0.11477221749034751) | > loss_disc_real_1: 0.20096132159233093 (0.19499685301120018) | > loss_disc_real_2: 0.18746818602085114 (0.2101148491403664) | > loss_disc_real_3: 0.24414975941181183 (0.22878386403422757) | > loss_disc_real_4: 0.2798362374305725 (0.23226759220701623) | > loss_disc_real_5: 0.24987174570560455 (0.22269236083969055) | > loss_0: 2.479433059692383 (2.3522012185858916) | > grad_norm_0: tensor(26.2639, device='cuda:0') (tensor(17.3240, device='cuda:0')) | > loss_gen: 2.3798868656158447 (2.487865716099261) | > loss_kl: 2.1335158348083496 (2.0072254066965196) | > loss_feat: 6.777031898498535 (6.999036248907985) | > loss_mel: 16.86737632751465 (17.06922459506607) | > loss_duration: 2.0923805236816406 (2.022725060761695) | > loss_1: 30.25019073486328 (30.586076935611096) | > grad_norm_1: tensor(396.0491, device='cuda:0') (tensor(218.9973, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.416 (0.38390357140077647) | > loader_time: 0.0056 (0.0042851306348440634)  --> TIME: 2024-06-12 05:35:25 -- STEP: 274/330 -- GLOBAL_STEP: 373725 | > loss_disc: 2.3385396003723145 (2.356245937138578) | > loss_disc_real_0: 0.09655040502548218 (0.11559123303877177) | > loss_disc_real_1: 0.19711527228355408 (0.19533405197362824) | > loss_disc_real_2: 0.20119178295135498 (0.21030573824243826) | > loss_disc_real_3: 0.20196083188056946 (0.22869435964274581) | > loss_disc_real_4: 0.18354111909866333 (0.23241986889038643) | > loss_disc_real_5: 0.19487133622169495 (0.22255626065235068) | > loss_0: 2.3385396003723145 (2.356245937138578) | > grad_norm_0: tensor(12.4514, device='cuda:0') (tensor(18.3924, device='cuda:0')) | > loss_gen: 2.6134226322174072 (2.4825366465714733) | > loss_kl: 2.122837781906128 (2.01226907794493) | > loss_feat: 8.108190536499023 (7.000137151592839) | > loss_mel: 16.711694717407227 (17.013716415767266) | > loss_duration: 2.12158203125 (2.031711754572655) | > loss_1: 31.67772674560547 (30.540370955084363) | > grad_norm_1: tensor(170.4994, device='cuda:0') (tensor(233.0914, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.4468 (0.38882260165945465) | > loader_time: 0.0063 (0.004448442563523341)  --> TIME: 2024-06-12 05:35:37 -- STEP: 299/330 -- GLOBAL_STEP: 373750 | > loss_disc: 2.414508819580078 (2.3581163245299988) | > loss_disc_real_0: 0.1336669623851776 (0.11728997486191849) | > loss_disc_real_1: 0.20828300714492798 (0.1956633972284387) | > loss_disc_real_2: 0.21745438873767853 (0.2106804740070101) | > loss_disc_real_3: 0.22273129224777222 (0.22853117149609786) | > loss_disc_real_4: 0.21199001371860504 (0.23214944539261503) | > loss_disc_real_5: 0.18416845798492432 (0.2220413569722287) | > loss_0: 2.414508819580078 (2.3581163245299988) | > grad_norm_0: tensor(39.0851, device='cuda:0') (tensor(19.5725, device='cuda:0')) | > loss_gen: 2.254194498062134 (2.4806120610954774) | > loss_kl: 2.046844244003296 (2.015220683155251) | > loss_feat: 6.345348834991455 (7.004370285914496) | > loss_mel: 15.889045715332031 (16.971826132324644) | > loss_duration: 2.1996877193450928 (2.0426619304063753) | > loss_1: 28.73512077331543 (30.514690992425518) | > grad_norm_1: tensor(322.2223, device='cuda:0') (tensor(246.9367, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.4725 (0.39492848326131264) | > loader_time: 0.0069 (0.004612669099533439)  --> TIME: 2024-06-12 05:35:51 -- STEP: 324/330 -- GLOBAL_STEP: 373775 | > loss_disc: 2.416106700897217 (2.3642495693983845) | > loss_disc_real_0: 0.15887194871902466 (0.1190230544242594) | > loss_disc_real_1: 0.21432043612003326 (0.19631564175641092) | > loss_disc_real_2: 0.1970796436071396 (0.21112528590508453) | > loss_disc_real_3: 0.23451197147369385 (0.229015645513564) | > loss_disc_real_4: 0.28287968039512634 (0.23246627779286586) | > loss_disc_real_5: 0.25808441638946533 (0.2220544192802023) | > loss_0: 2.416106700897217 (2.3642495693983845) | > grad_norm_0: tensor(23.9368, device='cuda:0') (tensor(20.6707, device='cuda:0')) | > loss_gen: 2.3928720951080322 (2.478351727679924) | > loss_kl: 2.169684410095215 (2.0194962973947876) | > loss_feat: 10.419179916381836 (7.051379442214968) | > loss_mel: 18.24407386779785 (16.93658309218326) | > loss_duration: 2.2645750045776367 (2.0574435889720952) | > loss_1: 35.490386962890625 (30.54325404579257) | > grad_norm_1: tensor(339.8534, device='cuda:0') (tensor(260.5237, device='cuda:0')) | > current_lr_0: 0.0001795018668534994 | > current_lr_1: 0.0001795018668534994 | > step_time: 0.5931 (0.40588166022006394) | > loader_time: 0.0089 (0.004862110555907826)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7193069458007812 (2.7193069458007812) | > loss_disc_real_0: 0.22943024337291718 (0.22943024337291718) | > loss_disc_real_1: 0.2156842201948166 (0.2156842201948166) | > loss_disc_real_2: 0.20417894423007965 (0.20417894423007965) | > loss_disc_real_3: 0.26742517948150635 (0.26742517948150635) | > loss_disc_real_4: 0.25598379969596863 (0.25598379969596863) | > loss_disc_real_5: 0.2689554989337921 (0.2689554989337921) | > loss_0: 2.7193069458007812 (2.7193069458007812) | > loss_gen: 2.319072723388672 (2.319072723388672) | > loss_kl: 2.203486680984497 (2.203486680984497) | > loss_feat: 4.49517297744751 (4.49517297744751) | > loss_mel: 14.103912353515625 (14.103912353515625) | > loss_duration: 3.0258264541625977 (3.0258264541625977) | > loss_1: 26.147472381591797 (26.147472381591797)  --> STEP: 1 | > loss_disc: 2.3399405479431152 (2.3399405479431152) | > loss_disc_real_0: 0.15885570645332336 (0.15885570645332336) | > loss_disc_real_1: 0.20117156207561493 (0.20117156207561493) | > loss_disc_real_2: 0.16554783284664154 (0.16554783284664154) | > loss_disc_real_3: 0.21002909541130066 (0.21002909541130066) | > loss_disc_real_4: 0.18688829243183136 (0.18688829243183136) | > loss_disc_real_5: 0.1945972442626953 (0.1945972442626953) | > loss_0: 2.3399405479431152 (2.3399405479431152) | > loss_gen: 2.6125097274780273 (2.6125097274780273) | > loss_kl: 3.244173288345337 (3.244173288345337) | > loss_feat: 5.949933052062988 (5.949933052062988) | > loss_mel: 18.430910110473633 (18.430910110473633) | > loss_duration: 2.5432519912719727 (2.5432519912719727) | > loss_1: 32.78077697753906 (32.78077697753906)  --> STEP: 2 | > loss_disc: 2.1651625633239746 (2.252551555633545) | > loss_disc_real_0: 0.09151427447795868 (0.12518499046564102) | > loss_disc_real_1: 0.20832526683807373 (0.20474841445684433) | > loss_disc_real_2: 0.17223848402500153 (0.16889315843582153) | > loss_disc_real_3: 0.1967967301607132 (0.20341291278600693) | > loss_disc_real_4: 0.20622406899929047 (0.1965561807155609) | > loss_disc_real_5: 0.144832044839859 (0.16971464455127716) | > loss_0: 2.1651625633239746 (2.252551555633545) | > loss_gen: 2.3481829166412354 (2.4803463220596313) | > loss_kl: 3.010486364364624 (3.1273298263549805) | > loss_feat: 6.407180309295654 (6.178556680679321) | > loss_mel: 17.43633460998535 (17.933622360229492) | > loss_duration: 2.3714852333068848 (2.4573686122894287) | > loss_1: 31.573667526245117 (32.17722225189209)  --> STEP: 3 | > loss_disc: 2.337160587310791 (2.280754566192627) | > loss_disc_real_0: 0.13971298933029175 (0.13002765675385794) | > loss_disc_real_1: 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loss_disc_real_4: 0.1990087628364563 (0.19926054030656815) | > loss_disc_real_5: 0.30982744693756104 (0.22156615927815437) | > loss_0: 2.454155921936035 (2.324104905128479) | > loss_gen: 2.4077072143554688 (2.457533299922943) | > loss_kl: 3.9055070877075195 (3.378338634967804) | > loss_feat: 5.839188575744629 (6.164586186408997) | > loss_mel: 14.927207946777344 (17.36572551727295) | > loss_duration: 2.380051612854004 (2.413347840309143) | > loss_1: 29.45966339111328 (31.779531002044678)  --> STEP: 5 | > loss_disc: 2.2286548614501953 (2.305014896392822) | > loss_disc_real_0: 0.1801566779613495 (0.15322387218475342) | > loss_disc_real_1: 0.18257080018520355 (0.19994501769542694) | > loss_disc_real_2: 0.2085803598165512 (0.17627676725387573) | > loss_disc_real_3: 0.2288215309381485 (0.2267738789319992) | > loss_disc_real_4: 0.2246633768081665 (0.2043411076068878) | > loss_disc_real_5: 0.2463720142841339 (0.2265273302793503) | > loss_0: 2.2286548614501953 (2.305014896392822) | > loss_gen: 2.651477336883545 (2.4963221073150637) | > loss_kl: 2.749676465988159 (3.252606201171875) | > loss_feat: 5.976162433624268 (6.126901435852051) | > loss_mel: 19.6038761138916 (17.81335563659668) | > loss_duration: 2.364114999771118 (2.403501272201538) | > loss_1: 33.34531021118164 (32.09268684387207)  --> STEP: 6 | > loss_disc: 2.379849433898926 (2.3174873193105063) | > loss_disc_real_0: 0.19786618649959564 (0.1606642579038938) | > loss_disc_real_1: 0.17462506890296936 (0.19572502623001733) | > loss_disc_real_2: 0.236472487449646 (0.18630938728650412) | > loss_disc_real_3: 0.2216445505619049 (0.22591899087031683) | > loss_disc_real_4: 0.19543199241161346 (0.2028562550743421) | > loss_disc_real_5: 0.1545276790857315 (0.21452738841374716) | > loss_0: 2.379849433898926 (2.3174873193105063) | > loss_gen: 2.311675548553467 (2.4655476808547974) | > loss_kl: 2.6160435676574707 (3.146512428919474) | > loss_feat: 6.52598762512207 (6.193415800730388) | > loss_mel: 17.722087860107422 (17.798144340515137) | > loss_duration: 2.253962278366089 (2.3785781065622964) | > loss_1: 31.42975616455078 (31.982198397318523)  --> STEP: 7 | > loss_disc: 2.5989255905151367 (2.3576927866254533) | > loss_disc_real_0: 0.25040069222450256 (0.1734837485211236) | > loss_disc_real_1: 0.282346248626709 (0.20809948657240188) | > loss_disc_real_2: 0.2184026837348938 (0.19089414392198836) | > loss_disc_real_3: 0.29872775077819824 (0.23632024228572845) | > loss_disc_real_4: 0.25534287095069885 (0.21035434305667877) | > loss_disc_real_5: 0.28025320172309875 (0.2239167903150831) | > loss_0: 2.5989255905151367 (2.3576927866254533) | > loss_gen: 2.7405033111572266 (2.5048270566122874) | > loss_kl: 4.985612392425537 (3.4092409951346263) | > loss_feat: 5.793816566467285 (6.136330195835659) | > loss_mel: 15.3309907913208 (17.445693833487375) | > loss_duration: 2.5264391899108887 (2.3997011184692383) | > loss_1: 31.377363204956055 (31.89579336983817)  --> STEP: 8 | > loss_disc: 2.6125295162200928 (2.3895473778247833) | > loss_disc_real_0: 0.218727245926857 (0.1791391856968403) | > loss_disc_real_1: 0.27437907457351685 (0.21638443507254124) | > loss_disc_real_2: 0.11973771452903748 (0.1819995902478695) | > loss_disc_real_3: 0.2132568210363388 (0.23343731462955475) | > loss_disc_real_4: 0.21694688498973846 (0.21117841079831123) | > loss_disc_real_5: 0.3123667538166046 (0.23497303575277328) | > loss_0: 2.6125295162200928 (2.3895473778247833) | > loss_gen: 2.320443868637085 (2.481779158115387) | > loss_kl: 3.209179401397705 (3.384233295917511) | > loss_feat: 9.639665603637695 (6.574247121810913) | > loss_mel: 19.02056312561035 (17.642552495002747) | > loss_duration: 2.287088632583618 (2.3856245577335358) | > loss_1: 36.4769401550293 (32.46843671798706)  --> STEP: 9 | > loss_disc: 2.6424620151519775 (2.4176490041944714) | > loss_disc_real_0: 0.14723697304725647 (0.1755944954024421) | > loss_disc_real_1: 0.2232557237148285 (0.21714791158835092) | > loss_disc_real_2: 0.1623149961233139 (0.17981241312291887) | > loss_disc_real_3: 0.230366051197052 (0.23309606313705444) | > loss_disc_real_4: 0.2545166611671448 (0.21599377195040384) | > loss_disc_real_5: 0.27006301283836365 (0.23887192209561667) | > loss_0: 2.6424620151519775 (2.4176490041944714) | > loss_gen: 2.3265132904052734 (2.4645273950364857) | > loss_kl: 3.364428758621216 (3.382032791773478) | > loss_feat: 8.899284362792969 (6.832584593031141) | > loss_mel: 19.046464920043945 (17.798542764451767) | > loss_duration: 2.218625545501709 (2.3670691119299994) | > loss_1: 35.85531234741211 (32.84475623236762)  --> STEP: 10 | > loss_disc: 2.427741289138794 (2.418658232688904) | > loss_disc_real_0: 0.14263522624969482 (0.17229856848716735) | > loss_disc_real_1: 0.25740548968315125 (0.22117366939783095) | > loss_disc_real_2: 0.20092988014221191 (0.18192415982484816) | > loss_disc_real_3: 0.27826958894729614 (0.23761341571807862) | > loss_disc_real_4: 0.2777303457260132 (0.2221674293279648) | > loss_disc_real_5: 0.3003273606300354 (0.24501746594905854) | > loss_0: 2.427741289138794 (2.418658232688904) | > loss_gen: 2.650806427001953 (2.483155298233032) | > loss_kl: 2.1802515983581543 (3.2618546724319457) | > loss_feat: 7.641117095947266 (6.913437843322754) | > loss_mel: 17.828603744506836 (17.801548862457274) | > loss_duration: 2.404008150100708 (2.3707630157470705) | > loss_1: 32.70478820800781 (32.83075942993164)  --> STEP: 11 | > loss_disc: 2.4855620861053467 (2.4247404011813076) | > loss_disc_real_0: 0.13522794842720032 (0.16892851211807944) | > loss_disc_real_1: 0.2452801764011383 (0.22336517003449527) | > loss_disc_real_2: 0.2506404221057892 (0.18817109275947919) | > loss_disc_real_3: 0.23631985485553741 (0.23749581927602942) | > loss_disc_real_4: 0.23888030648231506 (0.22368678179654208) | > loss_disc_real_5: 0.26769211888313293 (0.2470787980339744) | > loss_0: 2.4855620861053467 (2.4247404011813076) | > loss_gen: 2.497929811477661 (2.4844984358007256) | > loss_kl: 3.829658269882202 (3.31347318129106) | > loss_feat: 7.352204322814941 (6.9533257050947705) | > loss_mel: 17.946077346801758 (17.8146878155795) | > loss_duration: 2.5019516944885254 (2.382689259269021) | > loss_1: 34.12782287597656 (32.948674288663)  --> STEP: 12 | > loss_disc: 2.4972078800201416 (2.4307793577512107) | > loss_disc_real_0: 0.24210044741630554 (0.1750261733929316) | > loss_disc_real_1: 0.1776384711265564 (0.21955461179216704) | > loss_disc_real_2: 0.2411208152770996 (0.19258356963594755) | > loss_disc_real_3: 0.31795191764831543 (0.24420049414038658) | > loss_disc_real_4: 0.2526299059391022 (0.2260987088084221) | > loss_disc_real_5: 0.24164025485515594 (0.24662558610240617) | > loss_0: 2.4972078800201416 (2.4307793577512107) | > loss_gen: 2.713317394256592 (2.5035666823387146) | > loss_kl: 2.869025468826294 (3.2764358719189963) | > loss_feat: 5.742841720581055 (6.852452039718628) | > loss_mel: 15.859530448913574 (17.651758035024006) | > loss_duration: 2.308084726333618 (2.3764722148577375) | > loss_1: 29.492799758911133 (32.660684744517006)  --> STEP: 13 | > loss_disc: 2.558948040008545 (2.440638487155621) | > loss_disc_real_0: 0.17949579656124115 (0.17536999055972466) | > loss_disc_real_1: 0.2941456735134125 (0.22529238577072436) | > loss_disc_real_2: 0.24130719900131226 (0.19633154112559098) | > loss_disc_real_3: 0.274107962846756 (0.24650106865626115) | > loss_disc_real_4: 0.20208889245986938 (0.2242517998585334) | > loss_disc_real_5: 0.23128175735473633 (0.24544529158335465) | > loss_0: 2.558948040008545 (2.440638487155621) | > loss_gen: 2.64945912361145 (2.514789177821233) | > loss_kl: 2.8815300464630127 (3.2460585007300744) | > loss_feat: 7.509080410003662 (6.902961914355938) | > loss_mel: 16.126148223876953 (17.534403434166542) | > loss_duration: 2.249267816543579 (2.366687261141264) | > loss_1: 31.415485382080078 (32.564900178175705)  --> STEP: 14 | > loss_disc: 2.4430971145629883 (2.440814103399004) | > loss_disc_real_0: 0.25969141721725464 (0.18139294960669108) | > loss_disc_real_1: 0.2510860860347748 (0.22713479293244226) | > loss_disc_real_2: 0.15166209638118744 (0.19314086650099074) | > loss_disc_real_3: 0.2361914962530136 (0.24576467062745774) | > loss_disc_real_4: 0.23478958010673523 (0.2250044984476907) | > loss_disc_real_5: 0.24108083546161652 (0.24513354471751622) | > loss_0: 2.4430971145629883 (2.440814103399004) | > loss_gen: 2.645599842071533 (2.524132796696254) | > loss_kl: 3.2959342002868652 (3.2496210506984164) | > loss_feat: 7.121038436889648 (6.918538808822632) | > loss_mel: 17.885862350463867 (17.559507642473495) | > loss_duration: 2.3613743782043457 (2.366307769502913) | > loss_1: 33.309810638427734 (32.618108068193706)  --> STEP: 15 | > loss_disc: 2.3744564056396484 (2.436390256881714) | > loss_disc_real_0: 0.18742859363555908 (0.1817953258752823) | > loss_disc_real_1: 0.20738714933395386 (0.2258182833592097) | > loss_disc_real_2: 0.1639900803565979 (0.1911974807580312) | > loss_disc_real_3: 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(6.693288326263428) | > loss_mel: 17.447071075439453 (17.315722409416647) | > loss_duration: 2.417630672454834 (2.3750936003292313) | > loss_1: 29.403528213500977 (32.08653236837948)  --> STEP: 18 | > loss_disc: 2.2931323051452637 (2.452443308300442) | > loss_disc_real_0: 0.13674677908420563 (0.18256026092502806) | > loss_disc_real_1: 0.2723071575164795 (0.23121752589941025) | > loss_disc_real_2: 0.11402393877506256 (0.19098776164982054) | > loss_disc_real_3: 0.23725317418575287 (0.2493834454152319) | > loss_disc_real_4: 0.22547227144241333 (0.2276614647772577) | > loss_disc_real_5: 0.22814778983592987 (0.25220348685979843) | > loss_0: 2.2931323051452637 (2.452443308300442) | > loss_gen: 2.8209280967712402 (2.5106333759095936) | > loss_kl: 2.6204440593719482 (3.177291406525506) | > loss_feat: 8.609667778015137 (6.7997538513607445) | > loss_mel: 19.146148681640625 (17.417412757873535) | > loss_duration: 2.2766506671905518 (2.3696245484881935) | > loss_1: 35.473838806152344 (32.27471605936686)  --> STEP: 19 | > loss_disc: 2.764974594116211 (2.4688923233433773) | > loss_disc_real_0: 0.3078469932079315 (0.1891542994662335) | > loss_disc_real_1: 0.2426106184720993 (0.2318171623506044) | > loss_disc_real_2: 0.18103709816932678 (0.19046404251926824) | > loss_disc_real_3: 0.2681437134742737 (0.25037082794465515) | > loss_disc_real_4: 0.27802029252052307 (0.2303119293953243) | > loss_disc_real_5: 0.3936910033226013 (0.2596501982525775) | > loss_0: 2.764974594116211 (2.4688923233433773) | > loss_gen: 2.5929524898529053 (2.5149659608539783) | > loss_kl: 2.5193846225738525 (3.1426647336859452) | > loss_feat: 6.367838382720947 (6.77702145827444) | > loss_mel: 16.25605010986328 (17.35628840797826) | > loss_duration: 2.359490394592285 (2.3690911719673564) | > loss_1: 30.095714569091797 (32.16003177040502)  --> STEP: 20 | > loss_disc: 2.4696569442749023 (2.468930554389954) | > loss_disc_real_0: 0.1681571900844574 (0.1881044439971447) | > loss_disc_real_1: 0.313291072845459 (0.23589085787534714) | > loss_disc_real_2: 0.16275082528591156 (0.1890783816576004) | > loss_disc_real_3: 0.23704420030117035 (0.24970449656248092) | > loss_disc_real_4: 0.24249108135700226 (0.2309208869934082) | > loss_disc_real_5: 0.25593945384025574 (0.2594646610319614) | > loss_0: 2.4696569442749023 (2.468930554389954) | > loss_gen: 2.4479708671569824 (2.5116162061691285) | > loss_kl: 2.4536845684051514 (3.1082157254219056) | > loss_feat: 4.4763383865356445 (6.6619873046875) | > loss_mel: 16.123600006103516 (17.294653987884523) | > loss_duration: 2.3183934688568115 (2.3665562868118295) | > loss_1: 27.819988250732422 (31.943029594421393)  --> STEP: 21 | > loss_disc: 2.434156894683838 (2.4672746658325195) | > loss_disc_real_0: 0.13034100830554962 (0.18535380420230685) | > loss_disc_real_1: 0.2516198754310608 (0.2366398587113335) | > loss_disc_real_2: 0.22517915070056915 (0.19079746589774177) | > loss_disc_real_3: 0.2239927500486374 (0.24848012768086933) | > loss_disc_real_4: 0.23094479739665985 (0.23092202558403924) | > loss_disc_real_5: 0.2269909828901291 (0.2579182954061599) | > loss_0: 2.434156894683838 (2.4672746658325195) | > loss_gen: 2.5488524436950684 (2.5133893603370305) | > loss_kl: 2.439380168914795 (3.076366413207281) | > loss_feat: 5.491170406341553 (6.606234119051979) | > loss_mel: 14.83238410949707 (17.177403041294642) | > loss_duration: 2.2364165782928467 (2.360359157834735) | > loss_1: 27.54820442199707 (31.73375220525833)  --> STEP: 22 | > loss_disc: 2.577228307723999 (2.4722725586457686) | > loss_disc_real_0: 0.2861223816871643 (0.18993419408798218) | > loss_disc_real_1: 0.267037957906723 (0.2380215904929421) | > loss_disc_real_2: 0.19811458885669708 (0.1911300623958761) | > loss_disc_real_3: 0.23346653580665588 (0.2477976916865869) | > loss_disc_real_4: 0.22024641931056976 (0.23043677075342697) | > loss_disc_real_5: 0.257760614156723 (0.25791112807664) | > loss_0: 2.577228307723999 (2.4722725586457686) | > loss_gen: 2.736055612564087 (2.5235105536200786) | > loss_kl: 2.6347179412841797 (3.0562914826653222) | > loss_feat: 6.532054901123047 (6.602862336418846) | > loss_mel: 18.25129508972168 (17.226216316223145) | > loss_duration: 2.198843479156494 (2.353017536076633) | > loss_1: 32.35296630859375 (31.761898300864484)  --> STEP: 23 | > loss_disc: 2.763817071914673 (2.4849484070487646) | > loss_disc_real_0: 0.16137567162513733 (0.18869251919829327) | > loss_disc_real_1: 0.3304653763771057 (0.242040885531384) | > loss_disc_real_2: 0.1910853385925293 (0.1911281178826871) | > loss_disc_real_3: 0.2713567316532135 (0.2488219977720924) | > loss_disc_real_4: 0.24193818867206573 (0.23093683240206345) | > loss_disc_real_5: 0.3583524823188782 (0.26227814347847644) | > loss_0: 2.763817071914673 (2.4849484070487646) | > loss_gen: 2.52516770362854 (2.5235826036204467) | > loss_kl: 3.1647284030914307 (3.0610061313795005) | > loss_feat: 6.571314334869385 (6.6014906841775645) | > loss_mel: 16.76862144470215 (17.20632088702658) | > loss_duration: 2.265714406967163 (2.3492217478544823) | > loss_1: 31.295547485351562 (31.74162217845088)  --> STEP: 24 | > loss_disc: 2.415074348449707 (2.4820369879404707) | > loss_disc_real_0: 0.208205908536911 (0.18950557708740234) | > loss_disc_real_1: 0.25025302171707153 (0.24238305787245432) | > loss_disc_real_2: 0.18524634838104248 (0.19088304415345192) | > loss_disc_real_3: 0.21948935091495514 (0.24759980415304503) | > loss_disc_real_4: 0.13034871220588684 (0.22674566072722277) | > loss_disc_real_5: 0.15152359008789062 (0.2576633704205354) | > loss_0: 2.415074348449707 (2.4820369879404707) | > loss_gen: 2.4024746417999268 (2.518536438544592) | > loss_kl: 2.7843470573425293 (3.0494786699612937) | > loss_feat: 6.657344341278076 (6.603817919890086) | > loss_mel: 18.113182067871094 (17.244106769561768) | > loss_duration: 2.4078664779663086 (2.3516652782758083) | > loss_1: 32.36521530151367 (31.767605225245163)  --> STEP: 25 | > loss_disc: 2.6955811977386475 (2.490578756332398) | > loss_disc_real_0: 0.21282429993152618 (0.1904383260011673) | > loss_disc_real_1: 0.33525973558425903 (0.2460981249809265) | > loss_disc_real_2: 0.2541663348674774 (0.19341437578201293) | > loss_disc_real_3: 0.23653148114681244 (0.2471570712327957) | > loss_disc_real_4: 0.21827815473079681 (0.22640696048736572) | > loss_disc_real_5: 0.2133418619632721 (0.2558905100822449) | > loss_0: 2.6955811977386475 (2.490578756332398) | > loss_gen: 2.4214835166931152 (2.5146543216705326) | > loss_kl: 2.8615036010742188 (3.0419596672058105) | > loss_feat: 7.258752346038818 (6.630015296936035) | > loss_mel: 16.24246597290039 (17.204041137695313) | > loss_duration: 2.426053285598755 (2.354640798568726) | > loss_1: 31.21026039123535 (31.74531143188477)  --> STEP: 26 | > loss_disc: 2.6854352951049805 (2.498073238592881) | > loss_disc_real_0: 0.13367123901844025 (0.18825497650183165) | > loss_disc_real_1: 0.2885541021823883 (0.24773104718098274) | > loss_disc_real_2: 0.28778889775276184 (0.1970441650885802) | > loss_disc_real_3: 0.25242850184440613 (0.2473598185640115) | > loss_disc_real_4: 0.20441731810569763 (0.2255612050111477) | > loss_disc_real_5: 0.22359198331832886 (0.25464825905286353) | > loss_0: 2.6854352951049805 (2.498073238592881) | > loss_gen: 2.3689754009246826 (2.5090512862572303) | > loss_kl: 2.5398037433624268 (3.022645977827219) | > loss_feat: 13.057476043701172 (6.877225325657771) | > loss_mel: 19.592853546142578 (17.295918538020207) | > loss_duration: 2.315037250518799 (2.3531175851821904) | > loss_1: 39.8741455078125 (32.05795889634353) --> EVAL PERFORMANCE | > avg_loader_time: 0.002437930840712327 (-5.7908204885629474e-05) | > avg_loss_disc: 2.498073238592881 (+0.024817540095401824) | > avg_loss_disc_real_0: 0.18825497650183165 (+0.05483482491511568) | > avg_loss_disc_real_1: 0.24773104718098274 (+0.03772393155556458) | > avg_loss_disc_real_2: 0.1970441650885802 (+0.00584680357804665) | > avg_loss_disc_real_3: 0.2473598185640115 (+0.015371165309961049) | > avg_loss_disc_real_4: 0.2255612050111477 (-0.012391957526023595) | > avg_loss_disc_real_5: 0.25464825905286353 (+0.013080174246659693) | > avg_loss_0: 2.498073238592881 (+0.024817540095401824) | > avg_loss_gen: 2.5090512862572303 (+0.2733682714975796) | > avg_loss_kl: 3.022645977827219 (+0.05403527846703238) | > avg_loss_feat: 6.877225325657771 (+0.5148917895096998) | > avg_loss_mel: 17.295918538020207 (+0.2205605506896937) | > avg_loss_duration: 2.3531175851821904 (+0.00716737600473305) | > avg_loss_1: 32.05795889634353 (+1.0700234633225705)  > EPOCH: 866/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:36:15)   --> TIME: 2024-06-12 05:36:23 -- STEP: 19/330 -- GLOBAL_STEP: 373800 | > loss_disc: 2.3036646842956543 (2.3303578527350175) | > loss_disc_real_0: 0.06606408208608627 (0.10248546302318573) | > loss_disc_real_1: 0.17911256849765778 (0.19693530468564285) | > loss_disc_real_2: 0.1741994321346283 (0.20892819370094098) | > loss_disc_real_3: 0.20608775317668915 (0.22861827909946442) | > loss_disc_real_4: 0.22524036467075348 (0.22822333558609612) | > loss_disc_real_5: 0.2259046584367752 (0.22540474800687088) | > loss_0: 2.3036646842956543 (2.3303578527350175) | > grad_norm_0: tensor(18.7344, device='cuda:0') (tensor(8.7886, device='cuda:0')) | > loss_gen: 2.530879259109497 (2.4894892291018835) | > loss_kl: 1.8485075235366821 (1.955555752704018) | > loss_feat: 8.30772590637207 (6.914375204789011) | > loss_mel: 17.71002960205078 (17.487076307597913) | > loss_duration: 1.980752944946289 (2.042653861798738) | > loss_1: 32.377899169921875 (30.889150217959756) | > grad_norm_1: tensor(172.6287, device='cuda:0') (tensor(104.9804, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3479 (0.3712234622553775) | > loader_time: 0.0031 (0.0033244584736071133)  --> TIME: 2024-06-12 05:36:32 -- STEP: 44/330 -- GLOBAL_STEP: 373825 | > loss_disc: 2.275428295135498 (2.3255880854346533) | > loss_disc_real_0: 0.11041973531246185 (0.10409657945009795) | > loss_disc_real_1: 0.18224355578422546 (0.19358592344955963) | > loss_disc_real_2: 0.2190995067358017 (0.20762628283012996) | > loss_disc_real_3: 0.22780027985572815 (0.22689845074306836) | > loss_disc_real_4: 0.2179020345211029 (0.23001891340721736) | > loss_disc_real_5: 0.20297643542289734 (0.22191874513571913) | > loss_0: 2.275428295135498 (2.3255880854346533) | > grad_norm_0: tensor(9.6715, device='cuda:0') (tensor(9.1589, device='cuda:0')) | > loss_gen: 2.661684513092041 (2.521955468437888) | > loss_kl: 1.9300252199172974 (1.9569717862389304) | > loss_feat: 7.668760299682617 (7.061689712784507) | > loss_mel: 17.695388793945312 (17.339800314469766) | > loss_duration: 1.9132879972457886 (1.9945231649008663) | > loss_1: 31.8691463470459 (30.87494035200639) | > grad_norm_1: tensor(69.3027, device='cuda:0') (tensor(90.5046, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3647 (0.3709096908569336) | > loader_time: 0.0033 (0.003429667516188188)  --> TIME: 2024-06-12 05:36:42 -- STEP: 69/330 -- GLOBAL_STEP: 373850 | > loss_disc: 2.3992111682891846 (2.339631730231686) | > loss_disc_real_0: 0.11504635959863663 (0.10585936709590581) | > loss_disc_real_1: 0.2092761993408203 (0.19522846349771472) | > loss_disc_real_2: 0.18528680503368378 (0.20807632026465042) | > loss_disc_real_3: 0.2270200252532959 (0.22793723534846652) | > loss_disc_real_4: 0.21192795038223267 (0.23116889034492383) | > loss_disc_real_5: 0.22439491748809814 (0.2210408298001773) | > loss_0: 2.3992111682891846 (2.339631730231686) | > grad_norm_0: tensor(6.8921, device='cuda:0') (tensor(9.6758, device='cuda:0')) | > loss_gen: 2.470940589904785 (2.4989850832068403) | > loss_kl: 1.7541686296463013 (1.96914657820826) | > loss_feat: 7.2560553550720215 (7.047013939290807) | > loss_mel: 17.236913681030273 (17.29598664546358) | > loss_duration: 1.9323421716690063 (1.9840018420979597) | > loss_1: 30.650421142578125 (30.795134115910184) | > grad_norm_1: tensor(59.2471, device='cuda:0') (tensor(103.0346, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3946 (0.3722991943359375) | > loader_time: 0.0035 (0.0035533594048541527)  --> TIME: 2024-06-12 05:36:51 -- STEP: 94/330 -- GLOBAL_STEP: 373875 | > loss_disc: 2.3483669757843018 (2.3423428434006706) | > loss_disc_real_0: 0.1268678456544876 (0.10699204514001279) | > loss_disc_real_1: 0.24009263515472412 (0.1965329421961561) | > loss_disc_real_2: 0.1776212900876999 (0.20866344932546008) | > loss_disc_real_3: 0.23729869723320007 (0.2276072529085139) | > loss_disc_real_4: 0.22809329628944397 (0.23108868475290054) | > loss_disc_real_5: 0.19452621042728424 (0.22069942951202393) | > loss_0: 2.3483669757843018 (2.3423428434006706) | > grad_norm_0: tensor(5.9464, device='cuda:0') (tensor(9.8337, device='cuda:0')) | > loss_gen: 2.773879289627075 (2.497688088011234) | > loss_kl: 1.826286792755127 (1.9691916881723608) | > loss_feat: 7.295720100402832 (6.999408062468183) | > loss_mel: 17.775741577148438 (17.26509548755402) | > loss_duration: 2.0014007091522217 (1.981594685544359) | > loss_1: 31.67302894592285 (30.712978058672967) | > grad_norm_1: tensor(146.5186, device='cuda:0') (tensor(113.8920, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3689 (0.3725682040478321) | > loader_time: 0.0036 (0.0036359847860133396)  --> TIME: 2024-06-12 05:37:01 -- STEP: 119/330 -- GLOBAL_STEP: 373900 | > loss_disc: 2.3437743186950684 (2.3528185511837476) | > loss_disc_real_0: 0.11149802803993225 (0.10890144648171272) | > loss_disc_real_1: 0.1913529485464096 (0.19583410763440012) | > loss_disc_real_2: 0.18300338089466095 (0.21081262263430267) | > loss_disc_real_3: 0.25028151273727417 (0.22904519861986658) | > loss_disc_real_4: 0.23461852967739105 (0.23124810377088914) | > loss_disc_real_5: 0.23824137449264526 (0.22083797762874796) | > loss_0: 2.3437743186950684 (2.3528185511837476) | > grad_norm_0: tensor(15.0231, device='cuda:0') (tensor(10.8996, device='cuda:0')) | > loss_gen: 2.532572031021118 (2.4908559943447592) | > loss_kl: 1.9912261962890625 (1.9805602025585014) | > loss_feat: 6.662066459655762 (6.9780036421383125) | > loss_mel: 17.749170303344727 (17.28992555121413) | > loss_duration: 2.0100820064544678 (1.9846038748236263) | > loss_1: 30.94511604309082 (30.723949320176068) | > grad_norm_1: tensor(270.1115, device='cuda:0') (tensor(132.4536, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3956 (0.37328088984769936) | > loader_time: 0.0043 (0.003730249004203732)  --> TIME: 2024-06-12 05:37:11 -- STEP: 144/330 -- GLOBAL_STEP: 373925 | > loss_disc: 2.3616185188293457 (2.361071846551365) | > loss_disc_real_0: 0.11744600534439087 (0.11025999734799068) | > loss_disc_real_1: 0.17797556519508362 (0.19659309565193123) | > loss_disc_real_2: 0.1803387552499771 (0.21219641208234766) | > loss_disc_real_3: 0.2089477926492691 (0.22939665087809166) | > loss_disc_real_4: 0.2184821367263794 (0.23163455610887873) | > loss_disc_real_5: 0.23025938868522644 (0.22252670396119356) | > loss_0: 2.3616185188293457 (2.361071846551365) | > grad_norm_0: tensor(21.2991, device='cuda:0') (tensor(11.8731, device='cuda:0')) | > loss_gen: 2.3299052715301514 (2.485024798247549) | > loss_kl: 1.9600162506103516 (1.9840253839890163) | > loss_feat: 7.56820011138916 (6.966160443094043) | > loss_mel: 17.69449806213379 (17.284023046493527) | > loss_duration: 1.9817992448806763 (1.9901415962311957) | > loss_1: 31.5344181060791 (30.70937528875139) | > grad_norm_1: tensor(284.3796, device='cuda:0') (tensor(147.6530, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3889 (0.3738248464134004) | > loader_time: 0.0042 (0.003809370928340488)  --> TIME: 2024-06-12 05:37:21 -- STEP: 169/330 -- GLOBAL_STEP: 373950 | > loss_disc: 2.2870218753814697 (2.3604120643886577) | > loss_disc_real_0: 0.09427046775817871 (0.11053803576343864) | > loss_disc_real_1: 0.1614387184381485 (0.196430763990216) | > loss_disc_real_2: 0.2057601660490036 (0.21178903699626592) | > loss_disc_real_3: 0.21787534654140472 (0.22941416405009094) | > loss_disc_real_4: 0.21606659889221191 (0.23189873067584968) | > loss_disc_real_5: 0.22358667850494385 (0.222451860206367) | > loss_0: 2.2870218753814697 (2.3604120643886577) | > grad_norm_0: tensor(9.1574, device='cuda:0') (tensor(11.9985, device='cuda:0')) | > loss_gen: 2.5627269744873047 (2.4831978710445415) | > loss_kl: 1.8980436325073242 (1.9898735157836824) | > loss_feat: 7.133007049560547 (6.957134861917891) | > loss_mel: 16.959197998046875 (17.265371965938762) | > loss_duration: 2.0596847534179688 (1.9957409814970029) | > loss_1: 30.612661361694336 (30.691319211700257) | > grad_norm_1: tensor(212.5439, device='cuda:0') (tensor(150.5966, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.3944 (0.3760862477432343) | > loader_time: 0.0046 (0.003897657055826582)  --> TIME: 2024-06-12 05:37:31 -- STEP: 194/330 -- GLOBAL_STEP: 373975 | > loss_disc: 2.3318393230438232 (2.3629058058728867) | > loss_disc_real_0: 0.10046735405921936 (0.11191590153372165) | > loss_disc_real_1: 0.18318688869476318 (0.19714163228408577) | > loss_disc_real_2: 0.17350129783153534 (0.21128012439639304) | > loss_disc_real_3: 0.2280382215976715 (0.2295941319508651) | > loss_disc_real_4: 0.2274303287267685 (0.23186794560901897) | > loss_disc_real_5: 0.19971153140068054 (0.22254014867789967) | > loss_0: 2.3318393230438232 (2.3629058058728867) | > grad_norm_0: tensor(12.4940, device='cuda:0') (tensor(12.7745, device='cuda:0')) | > loss_gen: 2.5375587940216064 (2.480877330622721) | > loss_kl: 2.1025631427764893 (2.0009107706473044) | > loss_feat: 6.999999523162842 (6.949815155304584) | > loss_mel: 17.635173797607422 (17.239959584069002) | > loss_duration: 2.02508544921875 (2.003444346570477) | > loss_1: 31.30038070678711 (30.675007200732672) | > grad_norm_1: tensor(144.5441, device='cuda:0') (tensor(159.3582, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.4036 (0.3794603347778322) | > loader_time: 0.0051 (0.004010496680269535)  --> TIME: 2024-06-12 05:37:41 -- STEP: 219/330 -- GLOBAL_STEP: 374000 | > loss_disc: 2.311814308166504 (2.3664313919468007) | > loss_disc_real_0: 0.1573924720287323 (0.11351676190008311) | > loss_disc_real_1: 0.2070457637310028 (0.19744347934037038) | > loss_disc_real_2: 0.2008102387189865 (0.21122423760150671) | > loss_disc_real_3: 0.22207820415496826 (0.22970474786954384) | > loss_disc_real_4: 0.23697727918624878 (0.23198814275057894) | > loss_disc_real_5: 0.22541573643684387 (0.22245283567742125) | > loss_0: 2.311814308166504 (2.3664313919468007) | > grad_norm_0: tensor(47.8556, device='cuda:0') (tensor(14.7739, device='cuda:0')) | > loss_gen: 2.643448829650879 (2.4770743694479607) | > loss_kl: 2.175520420074463 (2.0108317659325787) | > loss_feat: 7.607995510101318 (6.946841020017998) | > loss_mel: 17.12905502319336 (17.193542567562297) | > loss_duration: 2.0683412551879883 (2.0111915145290484) | > loss_1: 31.624359130859375 (30.63948119176577) | > grad_norm_1: tensor(511.6685, device='cuda:0') (tensor(184.3433, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.4053 (0.3826199818963875) | > loader_time: 0.0054 (0.0041218239422802505) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_374000.pth  --> TIME: 2024-06-12 05:37:57 -- STEP: 244/330 -- GLOBAL_STEP: 374025 | > loss_disc: 2.4690048694610596 (2.3730117580929737) | > loss_disc_real_0: 0.12674041092395782 (0.11648059746281045) | > loss_disc_real_1: 0.2237810641527176 (0.19759480905581694) | > loss_disc_real_2: 0.22274555265903473 (0.21141339368263234) | > loss_disc_real_3: 0.24120080471038818 (0.22971044621262393) | > loss_disc_real_4: 0.341022253036499 (0.23428278074401324) | > loss_disc_real_5: 0.25567635893821716 (0.22322947067804025) | > loss_0: 2.4690048694610596 (2.3730117580929737) | > grad_norm_0: tensor(14.4893, device='cuda:0') (tensor(16.3559, device='cuda:0')) | > loss_gen: 2.510544776916504 (2.480241180443373) | > loss_kl: 2.095411777496338 (2.0138116527776253) | > loss_feat: 6.082599639892578 (6.942677695243085) | > loss_mel: 15.741498947143555 (17.14432291906388) | > loss_duration: 2.046477794647217 (2.020452522352093) | > loss_1: 28.476531982421875 (30.601505920535228) | > grad_norm_1: tensor(422.9396, device='cuda:0') (tensor(204.1196, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.4463 (0.3863637076049556) | > loader_time: 0.0054 (0.0042706737752820625)  --> TIME: 2024-06-12 05:38:08 -- STEP: 269/330 -- GLOBAL_STEP: 374050 | > loss_disc: 2.304028272628784 (2.376448908703034) | > loss_disc_real_0: 0.15399570763111115 (0.11812485640930864) | > loss_disc_real_1: 0.15877601504325867 (0.1973321826706145) | > loss_disc_real_2: 0.19381371140480042 (0.21136453143947634) | > loss_disc_real_3: 0.20709280669689178 (0.22981424834648467) | > loss_disc_real_4: 0.2466987818479538 (0.2347586464593845) | > loss_disc_real_5: 0.23562085628509521 (0.22327645915148425) | > loss_0: 2.304028272628784 (2.376448908703034) | > grad_norm_0: tensor(31.6632, device='cuda:0') (tensor(17.4188, device='cuda:0')) | > loss_gen: 2.558206558227539 (2.476773246070266) | > loss_kl: 2.08270263671875 (2.0205845571361962) | > loss_feat: 6.79923152923584 (6.94540915258755) | > loss_mel: 16.257902145385742 (17.11094397505863) | > loss_duration: 2.1371724605560303 (2.0291461957874795) | > loss_1: 29.835214614868164 (30.582857046871823) | > grad_norm_1: tensor(462.4326, device='cuda:0') (tensor(216.2105, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.4248 (0.39125052881063593) | > loader_time: 0.0058 (0.004413134989685285)  --> TIME: 2024-06-12 05:38:20 -- STEP: 294/330 -- GLOBAL_STEP: 374075 | > loss_disc: 2.4716131687164307 (2.379113557387371) | > loss_disc_real_0: 0.18583324551582336 (0.11934218951025788) | > loss_disc_real_1: 0.2351105511188507 (0.19779274977591568) | > loss_disc_real_2: 0.28065329790115356 (0.2116906867951763) | > loss_disc_real_3: 0.22940510511398315 (0.23014602338781162) | > loss_disc_real_4: 0.25931698083877563 (0.2344849144114929) | > loss_disc_real_5: 0.25756967067718506 (0.22338356290544784) | > loss_0: 2.4716131687164307 (2.379113557387371) | > grad_norm_0: tensor(38.5008, device='cuda:0') (tensor(18.5706, device='cuda:0')) | > loss_gen: 2.485401153564453 (2.47263992238207) | > loss_kl: 2.2170257568359375 (2.0293186639441934) | > loss_feat: 7.271050453186035 (6.931603576050325) | > loss_mel: 17.07500648498535 (17.043351468585776) | > loss_duration: 2.189589738845825 (2.039886715055323) | > loss_1: 31.238075256347656 (30.51680023816167) | > grad_norm_1: tensor(378.6384, device='cuda:0') (tensor(229.0650, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.467 (0.39642069453284856) | > loader_time: 0.0075 (0.0045996985467923746)  --> TIME: 2024-06-12 05:38:33 -- STEP: 319/330 -- GLOBAL_STEP: 374100 | > loss_disc: 2.5445382595062256 (2.3795467319907075) | > loss_disc_real_0: 0.2062544822692871 (0.12015774836734544) | > loss_disc_real_1: 0.2204965353012085 (0.19750483259325105) | > loss_disc_real_2: 0.23287492990493774 (0.21169494092464447) | > loss_disc_real_3: 0.2573252320289612 (0.2303228627271413) | > loss_disc_real_4: 0.2466554343700409 (0.2341228758560079) | > loss_disc_real_5: 0.23523569107055664 (0.22299300587289386) | > loss_0: 2.5445382595062256 (2.3795467319907075) | > grad_norm_0: tensor(63.1501, device='cuda:0') (tensor(19.6363, device='cuda:0')) | > loss_gen: 2.373262405395508 (2.473115818627576) | > loss_kl: 2.0679116249084473 (2.0334154804672195) | > loss_feat: 7.423794269561768 (6.966195432369986) | > loss_mel: 16.0828857421875 (17.009020216412665) | > loss_duration: 2.237149477005005 (2.054210591465701) | > loss_1: 30.18500518798828 (30.535957456008767) | > grad_norm_1: tensor(166.9028, device='cuda:0') (tensor(242.7307, device='cuda:0')) | > current_lr_0: 0.0001794794291201427 | > current_lr_1: 0.0001794794291201427 | > step_time: 0.5616 (0.4054581565916725) | > loader_time: 0.0087 (0.004850368141006899)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4237542152404785 (2.4237542152404785) | > loss_disc_real_0: 0.14017292857170105 (0.14017292857170105) | > loss_disc_real_1: 0.17258289456367493 (0.17258289456367493) | > loss_disc_real_2: 0.20234641432762146 (0.20234641432762146) | > loss_disc_real_3: 0.21122556924819946 (0.21122556924819946) | > loss_disc_real_4: 0.2329164296388626 (0.2329164296388626) | > loss_disc_real_5: 0.1927487552165985 (0.1927487552165985) | > loss_0: 2.4237542152404785 (2.4237542152404785) | > loss_gen: 2.242093801498413 (2.242093801498413) | > loss_kl: 2.0233957767486572 (2.0233957767486572) | > loss_feat: 6.627068996429443 (6.627068996429443) | > loss_mel: 17.410829544067383 (17.410829544067383) | > loss_duration: 3.017314910888672 (3.017314910888672) | > loss_1: 31.320703506469727 (31.320703506469727)  --> STEP: 1 | > loss_disc: 1.9154812097549438 (1.9154812097549438) | > loss_disc_real_0: 0.03917539864778519 (0.03917539864778519) | > loss_disc_real_1: 0.14218485355377197 (0.14218485355377197) | > loss_disc_real_2: 0.1271398365497589 (0.1271398365497589) | > loss_disc_real_3: 0.14984345436096191 (0.14984345436096191) | > loss_disc_real_4: 0.2458048164844513 (0.2458048164844513) | > loss_disc_real_5: 0.2891813814640045 (0.2891813814640045) | > loss_0: 1.9154812097549438 (1.9154812097549438) | > loss_gen: 2.725203037261963 (2.725203037261963) | > loss_kl: 4.158188343048096 (4.158188343048096) | > loss_feat: 9.131794929504395 (9.131794929504395) | > loss_mel: 18.92563819885254 (18.92563819885254) | > loss_duration: 2.4780235290527344 (2.4780235290527344) | > loss_1: 37.41884994506836 (37.41884994506836)  --> STEP: 2 | > loss_disc: 2.538217782974243 (2.2268494963645935) | > loss_disc_real_0: 0.11585050821304321 (0.0775129534304142) | > loss_disc_real_1: 0.20048534870147705 (0.1713351011276245) | > loss_disc_real_2: 0.23270738124847412 (0.17992360889911652) | > loss_disc_real_3: 0.2949289381504059 (0.2223861962556839) | > loss_disc_real_4: 0.2718919515609741 (0.2588483840227127) | > loss_disc_real_5: 0.2533525824546814 (0.27126698195934296) | > loss_0: 2.538217782974243 (2.2268494963645935) | > loss_gen: 2.2966012954711914 (2.510902166366577) | > loss_kl: 3.300780773162842 (3.7294845581054688) | > loss_feat: 6.044569969177246 (7.58818244934082) | > loss_mel: 17.69906234741211 (18.312350273132324) | > loss_duration: 2.4515271186828613 (2.464775323867798) | > loss_1: 31.79254150390625 (34.605695724487305)  --> STEP: 3 | > loss_disc: 2.2478861808776855 (2.233861724535624) | > loss_disc_real_0: 0.1471414864063263 (0.1007224644223849) | > loss_disc_real_1: 0.15945497155189514 (0.16737505793571472) | > loss_disc_real_2: 0.1764179766178131 (0.17875506480534872) | > loss_disc_real_3: 0.22340737283229828 (0.2227265884478887) | > loss_disc_real_4: 0.2483581304550171 (0.25535163283348083) | > loss_disc_real_5: 0.1885325312614441 (0.24368883172671) | > loss_0: 2.2478861808776855 (2.233861724535624) | > loss_gen: 2.3492374420166016 (2.4570139249165854) | > loss_kl: 3.3221426010131836 (3.5937039057413735) | > loss_feat: 7.494824409484863 (7.557063102722168) | > loss_mel: 13.975953102111816 (16.86688454945882) | > loss_duration: 2.379960536956787 (2.4365037282307944) | > loss_1: 29.522117614746094 (32.9111696879069)  --> STEP: 4 | > loss_disc: 2.5158004760742188 (2.304346412420273) | > loss_disc_real_0: 0.1100715696811676 (0.10305974073708057) | > loss_disc_real_1: 0.17389395833015442 (0.16900478303432465) | > loss_disc_real_2: 0.19593413174152374 (0.18304983153939247) | > loss_disc_real_3: 0.2906300127506256 (0.23970244452357292) | > loss_disc_real_4: 0.3139452338218689 (0.27000003308057785) | > loss_disc_real_5: 0.30908334255218506 (0.26003745943307877) | > loss_0: 2.5158004760742188 (2.304346412420273) | > loss_gen: 2.366483688354492 (2.434381365776062) | > loss_kl: 3.9511077404022217 (3.6830548644065857) | > loss_feat: 4.995841026306152 (6.916757583618164) | > loss_mel: 16.847328186035156 (16.861995458602905) | > loss_duration: 2.537431001663208 (2.4617355465888977) | > loss_1: 30.698192596435547 (32.35792541503906)  --> STEP: 5 | > loss_disc: 2.0912749767303467 (2.2617321252822875) | > loss_disc_real_0: 0.10603056848049164 (0.10365390628576279) | > loss_disc_real_1: 0.16784967482089996 (0.16877376139163972) | > loss_disc_real_2: 0.12438327819108963 (0.1713165208697319) | > loss_disc_real_3: 0.269024521112442 (0.24556685984134674) | > loss_disc_real_4: 0.16831883788108826 (0.24966379404067993) | > loss_disc_real_5: 0.16024696826934814 (0.24007936120033263) | > loss_0: 2.0912749767303467 (2.2617321252822875) | > loss_gen: 2.561988592147827 (2.459902811050415) | > loss_kl: 2.707576036453247 (3.487959098815918) | > loss_feat: 7.7974090576171875 (7.092887878417969) | > loss_mel: 19.555728912353516 (17.40074214935303) | > loss_duration: 2.3587117195129395 (2.441130781173706) | > loss_1: 34.981414794921875 (32.882623291015626)  --> STEP: 6 | > loss_disc: 2.676795721054077 (2.3309093912442527) | > loss_disc_real_0: 0.14080975949764252 (0.10984654848774274) | > loss_disc_real_1: 0.16058821976184845 (0.16740950445334116) | > loss_disc_real_2: 0.18470890820026398 (0.17354858542482057) | > loss_disc_real_3: 0.26839175820350647 (0.24937100956837335) | > loss_disc_real_4: 0.27449488639831543 (0.2538023094336192) | > loss_disc_real_5: 0.31808024644851685 (0.25307950874169666) | > loss_0: 2.676795721054077 (2.3309093912442527) | > loss_gen: 2.0940234661102295 (2.398922920227051) | > loss_kl: 3.058544874191284 (3.416390061378479) | > loss_feat: 6.508472442626953 (6.995485305786133) | > loss_mel: 17.534257888793945 (17.42299477259318) | > loss_duration: 2.2669360637664795 (2.4120983282725015) | > loss_1: 31.462234497070312 (32.64589182535807)  --> STEP: 7 | > loss_disc: 2.1714913845062256 (2.3081353902816772) | > loss_disc_real_0: 0.11352013051509857 (0.11037134592022214) | > loss_disc_real_1: 0.165095254778862 (0.167078897356987) | > loss_disc_real_2: 0.15774637460708618 (0.17129112673657282) | > loss_disc_real_3: 0.2155015617609024 (0.24453251702444895) | > loss_disc_real_4: 0.2340063601732254 (0.2509743166821344) | > loss_disc_real_5: 0.20568116009235382 (0.24630831607750484) | > loss_0: 2.1714913845062256 (2.3081353902816772) | > loss_gen: 2.397848606109619 (2.3987694467817033) | > loss_kl: 4.1957550048828125 (3.5277279104505266) | > loss_feat: 6.655811309814453 (6.94696044921875) | > loss_mel: 17.844287872314453 (17.48317950112479) | > loss_duration: 2.585042953491211 (2.436804703303746) | > loss_1: 33.67874526977539 (32.79344231741769)  --> STEP: 8 | > loss_disc: 2.517000675201416 (2.3342435508966446) | > loss_disc_real_0: 0.11695918440818787 (0.11119482573121786) | > loss_disc_real_1: 0.1714312732219696 (0.16762294434010983) | > loss_disc_real_2: 0.16287897527217865 (0.17023960780352354) | > loss_disc_real_3: 0.24709218740463257 (0.2448524758219719) | > loss_disc_real_4: 0.24845345318317413 (0.25065920874476433) | > loss_disc_real_5: 0.28959423303604126 (0.2517190556973219) | > loss_0: 2.517000675201416 (2.3342435508966446) | > loss_gen: 2.091336965560913 (2.3603403866291046) | > loss_kl: 2.9815921783447266 (3.4594609439373016) | > loss_feat: 9.080767631530762 (7.2136863470077515) | > loss_mel: 17.44314193725586 (17.478174805641174) | > loss_duration: 2.309901475906372 (2.420941799879074) | > loss_1: 33.90673828125 (32.93260431289673)  --> STEP: 9 | > loss_disc: 2.171966075897217 (2.3162127203411527) | > loss_disc_real_0: 0.13780678808689117 (0.11415171043740378) | > loss_disc_real_1: 0.14353491365909576 (0.16494649648666382) | > loss_disc_real_2: 0.20460961759090424 (0.17405849777989918) | > loss_disc_real_3: 0.19448146224021912 (0.23925569653511047) | > loss_disc_real_4: 0.23266153037548065 (0.24865946670373282) | > loss_disc_real_5: 0.21400363743305206 (0.2475284536679586) | > loss_0: 2.171966075897217 (2.3162127203411527) | > loss_gen: 2.4630801677703857 (2.371755917867025) | > loss_kl: 3.075974941253662 (3.416851388083564) | > loss_feat: 9.732887268066406 (7.4935975604587135) | > loss_mel: 18.035438537597656 (17.540092998080784) | > loss_duration: 2.1729202270507812 (2.393383847342597) | > loss_1: 35.48030090332031 (33.21568171183268)  --> STEP: 10 | > loss_disc: 2.6393918991088867 (2.348530638217926) | > loss_disc_real_0: 0.1308346390724182 (0.11582000330090522) | > loss_disc_real_1: 0.24688877165317535 (0.17314072400331498) | > loss_disc_real_2: 0.21491698920726776 (0.17814434692263603) | > loss_disc_real_3: 0.24095217883586884 (0.23942534476518632) | > loss_disc_real_4: 0.27052202820777893 (0.2508457228541374) | > loss_disc_real_5: 0.2444511502981186 (0.24722072333097458) | > loss_0: 2.6393918991088867 (2.348530638217926) | > loss_gen: 1.9937347173690796 (2.3339537978172302) | > loss_kl: 2.9562463760375977 (3.370790886878967) | > loss_feat: 5.696890830993652 (7.313926887512207) | > loss_mel: 14.651055335998535 (17.25118923187256) | > loss_duration: 2.4109082221984863 (2.395136284828186) | > loss_1: 27.708833694458008 (32.66499691009521)  --> STEP: 11 | > loss_disc: 2.5949440002441406 (2.370931852947582) | > loss_disc_real_0: 0.13503961265087128 (0.1175672405145385) | > loss_disc_real_1: 0.21534468233585358 (0.17697744748809122) | > loss_disc_real_2: 0.1812501847743988 (0.17842669581825082) | > loss_disc_real_3: 0.21199828386306763 (0.23693197559226642) | > loss_disc_real_4: 0.3065432608127594 (0.2559091353958303) | > loss_disc_real_5: 0.25585296750068665 (0.2480054728009484) | > loss_0: 2.5949440002441406 (2.370931852947582) | > loss_gen: 1.9390000104904175 (2.298048908060247) | > loss_kl: 3.6960439682006836 (3.400359348817305) | > loss_feat: 5.006785869598389 (7.104186794974587) | > loss_mel: 13.104722023010254 (16.87423766743053) | > loss_duration: 2.50138521194458 (2.404795278202404) | > loss_1: 26.247936248779297 (32.08162775906649)  --> STEP: 12 | > loss_disc: 2.5427255630493164 (2.38524799545606) | > loss_disc_real_0: 0.14883527159690857 (0.12017290977140267) | > loss_disc_real_1: 0.13941489160060883 (0.17384723449746767) | > loss_disc_real_2: 0.17459912598133087 (0.17810773166517416) | > loss_disc_real_3: 0.26813387870788574 (0.2395321341852347) | > loss_disc_real_4: 0.2753757834434509 (0.2575313560664654) | > loss_disc_real_5: 0.2891964912414551 (0.25143805767099064) | > loss_0: 2.5427255630493164 (2.38524799545606) | > loss_gen: 2.1272478103637695 (2.2838154832522073) | > loss_kl: 2.8826704025268555 (3.357218603293101) | > loss_feat: 6.308025360107422 (7.037840008735657) | > loss_mel: 17.0784912109375 (16.89125879605611) | > loss_duration: 2.322174072265625 (2.397910177707672) | > loss_1: 30.718608856201172 (31.968042850494385)  --> STEP: 13 | > loss_disc: 2.5425143241882324 (2.397345405358535) | > loss_disc_real_0: 0.16620436310768127 (0.12371379079727027) | > loss_disc_real_1: 0.21904273331165314 (0.1773238113293281) | > loss_disc_real_2: 0.18170204758644104 (0.17838421750527161) | > loss_disc_real_3: 0.23888781666755676 (0.23948257129925948) | > loss_disc_real_4: 0.23530732095241547 (0.25582181490384615) | > loss_disc_real_5: 0.23082035779953003 (0.24985208075780135) | > loss_0: 2.5425143241882324 (2.397345405358535) | > loss_gen: 2.097062587738037 (2.2694498759049635) | > loss_kl: 3.0894758701324463 (3.336623008434589) | > loss_feat: 5.229100704193115 (6.898706216078538) | > loss_mel: 15.517822265625 (16.785609832176796) | > loss_duration: 2.288240432739258 (2.3894740434793325) | > loss_1: 28.221702575683594 (31.679862829355095)  --> STEP: 14 | > loss_disc: 2.4678735733032227 (2.402383131640298) | > loss_disc_real_0: 0.14304763078689575 (0.1250947793679578) | > loss_disc_real_1: 0.19158470630645752 (0.17834244668483734) | > loss_disc_real_2: 0.1687544584274292 (0.17769637757114) | > loss_disc_real_3: 0.1571274995803833 (0.2336000661764826) | > loss_disc_real_4: 0.2662529945373535 (0.2565668991633824) | > loss_disc_real_5: 0.23365330696105957 (0.24869502548660552) | > loss_0: 2.4678735733032227 (2.402383131640298) | > loss_gen: 2.050279140472412 (2.2537948233740672) | > loss_kl: 4.182923316955566 (3.3970730304718018) | > loss_feat: 7.615790843963623 (6.949926546641758) | > loss_mel: 18.66756248474121 (16.92003502164568) | > loss_duration: 2.3839993476867676 (2.3890829937798634) | > loss_1: 34.90055465698242 (31.909912245614187)  --> STEP: 15 | > loss_disc: 2.4933207035064697 (2.408445636431376) | > loss_disc_real_0: 0.206603541970253 (0.13052869687477747) | > loss_disc_real_1: 0.19786767661571503 (0.1796441286802292) | > loss_disc_real_2: 0.20012708008289337 (0.17919175773859025) | > loss_disc_real_3: 0.2327040135860443 (0.23354032933712005) | > loss_disc_real_4: 0.26174986362457275 (0.25691243012746173) | > loss_disc_real_5: 0.2110079973936081 (0.24618255694707233) | > loss_0: 2.4933207035064697 (2.408445636431376) | > loss_gen: 2.0986781120300293 (2.2434537092844646) | > loss_kl: 4.182745933532715 (3.449451224009196) | > loss_feat: 6.548761367797852 (6.923182201385498) | > loss_mel: 15.434806823730469 (16.821019808451336) | > loss_duration: 2.4170923233032227 (2.3909502824147544) | > loss_1: 30.682083129882812 (31.828056971232098)  --> STEP: 16 | > loss_disc: 2.5446887016296387 (2.4169608280062675) | > loss_disc_real_0: 0.21165767312049866 (0.13559925789013505) | > loss_disc_real_1: 0.1556352972984314 (0.17814357671886683) | > loss_disc_real_2: 0.232478529214859 (0.18252218095585704) | > loss_disc_real_3: 0.325396329164505 (0.23928132932633162) | > loss_disc_real_4: 0.32369792461395264 (0.26108652353286743) | > loss_disc_real_5: 0.3034055531024933 (0.24975899420678616) | > loss_0: 2.5446887016296387 (2.4169608280062675) | > loss_gen: 2.7659411430358887 (2.2761091738939285) | > loss_kl: 2.981544017791748 (3.4202070236206055) | > loss_feat: 9.404163360595703 (7.078243523836136) | > loss_mel: 15.345479965209961 (16.72879856824875) | > loss_duration: 2.384366989135742 (2.390538826584816) | > loss_1: 32.88149642944336 (31.8938969373703)  --> STEP: 17 | > loss_disc: 2.6171212196350098 (2.428734968690311) | > loss_disc_real_0: 0.1680123656988144 (0.1375059112906456) | > loss_disc_real_1: 0.15217040479183197 (0.17661574307610006) | > loss_disc_real_2: 0.17514625191688538 (0.182088302777094) | > loss_disc_real_3: 0.26687073707580566 (0.24090423566453598) | > loss_disc_real_4: 0.2722560465335846 (0.2617435542976155) | > loss_disc_real_5: 0.35351449251174927 (0.25586225881296043) | > loss_0: 2.6171212196350098 (2.428734968690311) | > loss_gen: 2.143148183822632 (2.2682879391838524) | > loss_kl: 2.8447425365448 (3.386356171439676) | > loss_feat: 5.880780220031738 (7.007804505965289) | > loss_mel: 16.149084091186523 (16.694697716656854) | > loss_duration: 2.4479916095733643 (2.3939184020547306) | > loss_1: 29.465747833251953 (31.751064637128046)  --> STEP: 18 | > loss_disc: 2.3896565437316895 (2.426563945081499) | > loss_disc_real_0: 0.13763532042503357 (0.13751310068700048) | > loss_disc_real_1: 0.1641688346862793 (0.17592424816555446) | > loss_disc_real_2: 0.16507336497306824 (0.18114302845464814) | > loss_disc_real_3: 0.22467274963855743 (0.2400024864408705) | > loss_disc_real_4: 0.2552540898323059 (0.2613830284939872) | > loss_disc_real_5: 0.2164153754711151 (0.25367076529396904) | > loss_0: 2.3896565437316895 (2.426563945081499) | > loss_gen: 2.3893723487854004 (2.2750148508283825) | > loss_kl: 2.9481706619262695 (3.3620125320222645) | > loss_feat: 7.600712776184082 (7.040743854310778) | > loss_mel: 16.750131607055664 (16.697777377234566) | > loss_duration: 2.2567896842956543 (2.386300139957004) | > loss_1: 31.94517707824707 (31.76184866163466)  --> STEP: 19 | > loss_disc: 2.4254307746887207 (2.4265043045345105) | > loss_disc_real_0: 0.1827586144208908 (0.13989444351509997) | > loss_disc_real_1: 0.20259132981300354 (0.1773277787785781) | > loss_disc_real_2: 0.17665603756904602 (0.18090687103961645) | > loss_disc_real_3: 0.2287723869085312 (0.23941142857074738) | > loss_disc_real_4: 0.26876726746559143 (0.2617716726503874) | > loss_disc_real_5: 0.21650545299053192 (0.2517146962253671) | > loss_0: 2.4254307746887207 (2.4265043045345105) | > loss_gen: 2.2187893390655518 (2.272055613367181) | > loss_kl: 2.2524912357330322 (3.303616674322831) | > loss_feat: 8.85892391204834 (7.136437541560123) | > loss_mel: 16.501768112182617 (16.68746110012657) | > loss_duration: 2.335869789123535 (2.383645910965769) | > loss_1: 32.167842864990234 (31.78321677760074)  --> STEP: 20 | > loss_disc: 2.3629391193389893 (2.4233260452747345) | > loss_disc_real_0: 0.19185498356819153 (0.14249247051775454) | > loss_disc_real_1: 0.1672227382659912 (0.17682252675294877) | > loss_disc_real_2: 0.12586377561092377 (0.1781547162681818) | > loss_disc_real_3: 0.24498337507247925 (0.23969002589583396) | > loss_disc_real_4: 0.30098956823349 (0.26373256742954254) | > loss_disc_real_5: 0.27453169226646423 (0.25285554602742194) | > loss_0: 2.3629391193389893 (2.4233260452747345) | > loss_gen: 2.5810112953186035 (2.2875033974647523) | > loss_kl: 2.6159188747406006 (3.2692317843437193) | > loss_feat: 7.101857662200928 (7.134708547592163) | > loss_mel: 17.50107765197754 (16.728141927719115) | > loss_duration: 2.3432674407958984 (2.3816269874572753) | > loss_1: 32.143131256103516 (31.801212501525878)  --> STEP: 21 | > loss_disc: 2.682962417602539 (2.435689682052249) | > loss_disc_real_0: 0.16361647844314575 (0.1434983756570589) | > loss_disc_real_1: 0.21705155074596405 (0.17873819456213996) | > loss_disc_real_2: 0.1833544224500656 (0.178402321324462) | > loss_disc_real_3: 0.23662574589252472 (0.23954410780043828) | > loss_disc_real_4: 0.2443469911813736 (0.26280944475105833) | > loss_disc_real_5: 0.2687075138092041 (0.25361040163607823) | > loss_0: 2.682962417602539 (2.435689682052249) | > loss_gen: 1.9603853225708008 (2.2719263462793258) | > loss_kl: 2.6353321075439453 (3.239046085448492) | > loss_feat: 4.147511005401611 (6.992461045583089) | > loss_mel: 12.725532531738281 (16.53754148029146) | > loss_duration: 2.1639974117279053 (2.3712636743273054) | > loss_1: 23.63275909423828 (31.41223852975028)  --> STEP: 22 | > loss_disc: 2.5579216480255127 (2.4412456805055793) | > loss_disc_real_0: 0.10426504909992218 (0.1417150426317345) | > loss_disc_real_1: 0.13398461043834686 (0.17670394073833118) | > loss_disc_real_2: 0.18028151988983154 (0.1784877394410697) | > loss_disc_real_3: 0.249026820063591 (0.23997514017603613) | > loss_disc_real_4: 0.2912386357784271 (0.26410168070684786) | > loss_disc_real_5: 0.3819445073604584 (0.25944377007809555) | > loss_0: 2.5579216480255127 (2.4412456805055793) | > loss_gen: 2.196336507797241 (2.26849044453014) | > loss_kl: 2.662169933319092 (3.212824442169883) | > loss_feat: 6.886838436126709 (6.987660017880526) | > loss_mel: 18.380508422851562 (16.621312704953283) | > loss_duration: 2.1932244300842285 (2.3631709814071655) | > loss_1: 32.31907653808594 (31.453458439220082)  --> STEP: 23 | > loss_disc: 2.568002700805664 (2.446756855301235) | > loss_disc_real_0: 0.1730276346206665 (0.14307645967473154) | > loss_disc_real_1: 0.1788490265607834 (0.17679720533930737) | > loss_disc_real_2: 0.21797233819961548 (0.18020446112622385) | > loss_disc_real_3: 0.27997535467147827 (0.24171427993670755) | > loss_disc_real_4: 0.2782474458217621 (0.26471671397271374) | > loss_disc_real_5: 0.2453770786523819 (0.25883217479871673) | > loss_0: 2.568002700805664 (2.446756855301235) | > loss_gen: 2.147310495376587 (2.2632217510886816) | > loss_kl: 2.981337308883667 (3.202759784200917) | > loss_feat: 5.293211936950684 (6.913988362187925) | > loss_mel: 16.52631378173828 (16.617182316987414) | > loss_duration: 2.3021578788757324 (2.3605182378188423) | > loss_1: 29.25033187866211 (31.357670327891473)  --> STEP: 24 | > loss_disc: 2.5426881313323975 (2.4507539918025336) | > loss_disc_real_0: 0.15594014525413513 (0.14361244657387337) | > loss_disc_real_1: 0.17424072325229645 (0.17669068525234857) | > loss_disc_real_2: 0.1984407901763916 (0.18096430816998085) | > loss_disc_real_3: 0.26221367716789246 (0.24256842148800692) | > loss_disc_real_4: 0.25837796926498413 (0.2644525996098917) | > loss_disc_real_5: 0.2085007280111313 (0.25673503118256735) | > loss_0: 2.5426881313323975 (2.4507539918025336) | > loss_gen: 2.0847954750061035 (2.2557873229185743) | > loss_kl: 2.583333730697632 (3.176950365304947) | > loss_feat: 6.1271467208862305 (6.881203293800354) | > loss_mel: 18.349245071411133 (16.689351598421734) | > loss_duration: 2.4066152572631836 (2.3624389469623566) | > loss_1: 31.551136016845703 (31.36573139826457)  --> STEP: 25 | > loss_disc: 2.457319736480713 (2.4510166215896607) | > loss_disc_real_0: 0.2052837312221527 (0.14607929795980454) | > loss_disc_real_1: 0.24793681502342224 (0.17954053044319151) | > loss_disc_real_2: 0.20457243919372559 (0.18190863341093064) | > loss_disc_real_3: 0.24501115083694458 (0.2426661306619644) | > loss_disc_real_4: 0.2468385398387909 (0.2637480372190477) | > loss_disc_real_5: 0.18924099206924438 (0.2540352696180344) | > loss_0: 2.457319736480713 (2.4510166215896607) | > loss_gen: 2.5991737842559814 (2.2695227813720704) | > loss_kl: 2.8546016216278076 (3.1640564155578614) | > loss_feat: 7.217416286468506 (6.89465181350708) | > loss_mel: 14.90733814239502 (16.618071060180664) | > loss_duration: 2.4224047660827637 (2.364837579727173) | > loss_1: 30.000934600830078 (31.31113952636719)  --> STEP: 26 | > loss_disc: 2.5557165145874023 (2.455043540551112) | > loss_disc_real_0: 0.15809623897075653 (0.1465414879986873) | > loss_disc_real_1: 0.1738271713256836 (0.1793207858617489) | > loss_disc_real_2: 0.14223110675811768 (0.18038257469351476) | > loss_disc_real_3: 0.13602469861507416 (0.2385645371216994) | > loss_disc_real_4: 0.2223588228225708 (0.2621561443576448) | > loss_disc_real_5: 0.311567097902298 (0.2562480322443522) | > loss_0: 2.5557165145874023 (2.455043540551112) | > loss_gen: 2.3200294971466064 (2.2714653473633986) | > loss_kl: 2.6956143379211426 (3.1460394125718336) | > loss_feat: 14.997312545776367 (7.206292610902053) | > loss_mel: 19.539796829223633 (16.73044512822078) | > loss_duration: 2.309434413909912 (2.3627066887342014) | > loss_1: 41.862186431884766 (31.71694902273325) --> EVAL PERFORMANCE | > avg_loader_time: 0.002636561026939979 (+0.00019863018622765178) | > avg_loss_disc: 2.455043540551112 (-0.04302969804176904) | > avg_loss_disc_real_0: 0.1465414879986873 (-0.04171348850314435) | > avg_loss_disc_real_1: 0.1793207858617489 (-0.06841026131923383) | > avg_loss_disc_real_2: 0.18038257469351476 (-0.01666159039506543) | > avg_loss_disc_real_3: 0.2385645371216994 (-0.00879528144231212) | > avg_loss_disc_real_4: 0.2621561443576448 (+0.036594939346497074) | > avg_loss_disc_real_5: 0.2562480322443522 (+0.0015997731914886848) | > avg_loss_0: 2.455043540551112 (-0.04302969804176904) | > avg_loss_gen: 2.2714653473633986 (-0.23758593889383173) | > avg_loss_kl: 3.1460394125718336 (+0.12339343474461462) | > avg_loss_feat: 7.206292610902053 (+0.32906728524428175) | > avg_loss_mel: 16.73044512822078 (-0.5654734097994272) | > avg_loss_duration: 2.3627066887342014 (+0.009589103552011036) | > avg_loss_1: 31.71694902273325 (-0.3410098736102789)  > EPOCH: 867/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:38:59)   --> TIME: 2024-06-12 05:39:05 -- STEP: 14/330 -- GLOBAL_STEP: 374125 | > loss_disc: 2.284304141998291 (2.312499693461827) | > loss_disc_real_0: 0.07544955611228943 (0.10262637904712132) | > loss_disc_real_1: 0.2012813836336136 (0.1867534699184554) | > loss_disc_real_2: 0.21131102740764618 (0.2032451555132866) | > loss_disc_real_3: 0.2361069917678833 (0.21978884296757834) | > loss_disc_real_4: 0.22650408744812012 (0.23436152935028076) | > loss_disc_real_5: 0.21355456113815308 (0.22115102516753332) | > loss_0: 2.284304141998291 (2.312499693461827) | > grad_norm_0: tensor(10.7860, device='cuda:0') (tensor(10.9427, device='cuda:0')) | > loss_gen: 2.65498423576355 (2.5109400238309587) | > loss_kl: 1.7660285234451294 (1.9210762977600098) | > loss_feat: 8.216246604919434 (6.9473728111812045) | > loss_mel: 17.16704559326172 (17.334674971444265) | > loss_duration: 1.9662449359893799 (2.065381620611463) | > loss_1: 31.770549774169922 (30.779445511954172) | > grad_norm_1: tensor(93.0545, device='cuda:0') (tensor(119.2403, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3509 (0.36060735157557894) | > loader_time: 0.0031 (0.0030286823000226703)  --> TIME: 2024-06-12 05:39:14 -- STEP: 39/330 -- GLOBAL_STEP: 374150 | > loss_disc: 2.318368673324585 (2.350830707794581) | > loss_disc_real_0: 0.10267110168933868 (0.10431706255827194) | > loss_disc_real_1: 0.18263544142246246 (0.19435905684263277) | > loss_disc_real_2: 0.1921635866165161 (0.2080630423166813) | > loss_disc_real_3: 0.20083799958229065 (0.22780407392061675) | > loss_disc_real_4: 0.23737071454524994 (0.23458073536554971) | > loss_disc_real_5: 0.20371581614017487 (0.22481886049111685) | > loss_0: 2.318368673324585 (2.350830707794581) | > grad_norm_0: tensor(23.9763, device='cuda:0') (tensor(10.7143, device='cuda:0')) | > loss_gen: 2.636436700820923 (2.5062532363793784) | > loss_kl: 1.989376425743103 (1.9264003619169578) | > loss_feat: 7.4701151847839355 (7.012372970581055) | > loss_mel: 17.277015686035156 (17.31696686377892) | > loss_duration: 1.9844759702682495 (2.0026442301579013) | > loss_1: 31.357419967651367 (30.76463772700383) | > grad_norm_1: tensor(82.4198, device='cuda:0') (tensor(108.0548, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3745 (0.35922851317968124) | > loader_time: 0.0037 (0.0033069268251076723)  --> TIME: 2024-06-12 05:39:24 -- STEP: 64/330 -- GLOBAL_STEP: 374175 | > loss_disc: 2.3897736072540283 (2.344673581421376) | > loss_disc_real_0: 0.09076979756355286 (0.10503264213912189) | > loss_disc_real_1: 0.216329425573349 (0.195499966153875) | > loss_disc_real_2: 0.21085964143276215 (0.20915968110784888) | > loss_disc_real_3: 0.2435556799173355 (0.22799657471477985) | > loss_disc_real_4: 0.25155285000801086 (0.23194951564073563) | > loss_disc_real_5: 0.21512280404567719 (0.2219702866859734) | > loss_0: 2.3897736072540283 (2.344673581421376) | > grad_norm_0: tensor(10.4007, device='cuda:0') (tensor(12.3543, device='cuda:0')) | > loss_gen: 2.62585711479187 (2.507031712681055) | > loss_kl: 2.1164584159851074 (1.958890549838543) | > loss_feat: 7.519469261169434 (7.032693050801754) | > loss_mel: 17.282094955444336 (17.313328325748436) | > loss_duration: 1.9780592918395996 (1.9867951404303317) | > loss_1: 31.52193832397461 (30.798738658428192) | > grad_norm_1: tensor(247.5370, device='cuda:0') (tensor(132.4533, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3834 (0.36813271045684814) | > loader_time: 0.0049 (0.0035850554704666138)  --> TIME: 2024-06-12 05:39:34 -- STEP: 89/330 -- GLOBAL_STEP: 374200 | > loss_disc: 2.309546709060669 (2.3501756700237153) | > loss_disc_real_0: 0.08653849363327026 (0.10676580843295944) | > loss_disc_real_1: 0.19161148369312286 (0.19567507773302914) | > loss_disc_real_2: 0.22104398906230927 (0.20957375661040958) | > loss_disc_real_3: 0.23922832310199738 (0.22905410709006063) | > loss_disc_real_4: 0.23206841945648193 (0.23242933562632356) | > loss_disc_real_5: 0.2250002771615982 (0.22288680712828476) | > loss_0: 2.309546709060669 (2.3501756700237153) | > grad_norm_0: tensor(6.9482, device='cuda:0') (tensor(11.1992, device='cuda:0')) | > loss_gen: 2.735262393951416 (2.497124168310273) | > loss_kl: 1.8390141725540161 (1.9613412444511156) | > loss_feat: 7.10135555267334 (7.02476515394918) | > loss_mel: 17.545373916625977 (17.27262514092948) | > loss_duration: 1.996320366859436 (1.982574515128404) | > loss_1: 31.217327117919922 (30.73843004462424) | > grad_norm_1: tensor(106.3568, device='cuda:0') (tensor(123.8337, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3709 (0.3726501679152585) | > loader_time: 0.0035 (0.0037217006254731937)  --> TIME: 2024-06-12 05:39:44 -- STEP: 114/330 -- GLOBAL_STEP: 374225 | > loss_disc: 2.3562979698181152 (2.3545780119143034) | > loss_disc_real_0: 0.1043781191110611 (0.10799109576302662) | > loss_disc_real_1: 0.23334112763404846 (0.19560198825702332) | > loss_disc_real_2: 0.21705515682697296 (0.21011572252762944) | > loss_disc_real_3: 0.23567317426204681 (0.2296856653533484) | > loss_disc_real_4: 0.250430166721344 (0.23241521535735382) | > loss_disc_real_5: 0.23349201679229736 (0.22332912291351117) | > loss_0: 2.3562979698181152 (2.3545780119143034) | > grad_norm_0: tensor(7.3983, device='cuda:0') (tensor(10.7248, device='cuda:0')) | > loss_gen: 2.6695072650909424 (2.4910315379761823) | > loss_kl: 1.9972578287124634 (1.9735849227821618) | > loss_feat: 6.706124782562256 (7.009056099674158) | > loss_mel: 17.664701461791992 (17.21553042897006) | > loss_duration: 2.0254406929016113 (1.9845036791082016) | > loss_1: 31.063032150268555 (30.673706506427965) | > grad_norm_1: tensor(65.1112, device='cuda:0') (tensor(114.0396, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3643 (0.3758675278278819) | > loader_time: 0.0051 (0.00384458533504553)  --> TIME: 2024-06-12 05:39:53 -- STEP: 139/330 -- GLOBAL_STEP: 374250 | > loss_disc: 2.463294267654419 (2.3621204002298035) | > loss_disc_real_0: 0.1085365042090416 (0.11008110669233816) | > loss_disc_real_1: 0.18874748051166534 (0.19612135807816075) | > loss_disc_real_2: 0.21677519381046295 (0.2119170192548697) | > loss_disc_real_3: 0.21863886713981628 (0.23025556519734774) | > loss_disc_real_4: 0.2695845365524292 (0.23248873286538843) | > loss_disc_real_5: 0.25110822916030884 (0.22386991516720478) | > loss_0: 2.463294267654419 (2.3621204002298035) | > grad_norm_0: tensor(6.0684, device='cuda:0') (tensor(10.2102, device='cuda:0')) | > loss_gen: 2.383392333984375 (2.482723435052008) | > loss_kl: 1.921394944190979 (1.9883828574804951) | > loss_feat: 6.778869152069092 (7.001967361505083) | > loss_mel: 17.539512634277344 (17.234985859273998) | > loss_duration: 2.0366804599761963 (1.990255517067669) | > loss_1: 30.659849166870117 (30.69831483141124) | > grad_norm_1: tensor(63.4434, device='cuda:0') (tensor(106.0015, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3752 (0.3747903151477841) | > loader_time: 0.004 (0.003907157362793847)  --> TIME: 2024-06-12 05:40:03 -- STEP: 164/330 -- GLOBAL_STEP: 374275 | > loss_disc: 2.4474661350250244 (2.3659342352936905) | > loss_disc_real_0: 0.15587183833122253 (0.11146262374411268) | > loss_disc_real_1: 0.22454293072223663 (0.19648040712970058) | > loss_disc_real_2: 0.17346946895122528 (0.2124849951303587) | > loss_disc_real_3: 0.2290765345096588 (0.23024834301777003) | > loss_disc_real_4: 0.23201552033424377 (0.2326301860554916) | > loss_disc_real_5: 0.2439948320388794 (0.22358228547907458) | > loss_0: 2.4474661350250244 (2.3659342352936905) | > grad_norm_0: tensor(9.2345, device='cuda:0') (tensor(10.5420, device='cuda:0')) | > loss_gen: 2.341068744659424 (2.477893176602156) | > loss_kl: 2.1367900371551514 (1.995217913534583) | > loss_feat: 6.753707408905029 (7.007888578787083) | > loss_mel: 17.1375675201416 (17.218479046007474) | > loss_duration: 2.0633816719055176 (1.9943882117911083) | > loss_1: 30.432514190673828 (30.693866729736328) | > grad_norm_1: tensor(60.0953, device='cuda:0') (tensor(115.8474, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3776 (0.3775450805338417) | > loader_time: 0.0043 (0.003996593196217608)  --> TIME: 2024-06-12 05:40:13 -- STEP: 189/330 -- GLOBAL_STEP: 374300 | > loss_disc: 2.3480629920959473 (2.366010278621048) | > loss_disc_real_0: 0.1138354241847992 (0.11217454765681867) | > loss_disc_real_1: 0.20000970363616943 (0.19690554640280505) | > loss_disc_real_2: 0.20129792392253876 (0.2121345008176471) | > loss_disc_real_3: 0.223662868142128 (0.2299794338682972) | > loss_disc_real_4: 0.22906358540058136 (0.23206926527477445) | > loss_disc_real_5: 0.21653170883655548 (0.2228858689309428) | > loss_0: 2.3480629920959473 (2.366010278621048) | > grad_norm_0: tensor(16.2695, device='cuda:0') (tensor(11.5233, device='cuda:0')) | > loss_gen: 2.5312376022338867 (2.4750132194902545) | > loss_kl: 2.0257418155670166 (1.9992572567450306) | > loss_feat: 6.994212627410889 (7.012897895126747) | > loss_mel: 17.113901138305664 (17.18337737693989) | > loss_duration: 2.0726804733276367 (2.0021803019538758) | > loss_1: 30.737773895263672 (30.672725889417862) | > grad_norm_1: tensor(242.5910, device='cuda:0') (tensor(133.5337, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.3953 (0.3790504137674966) | > loader_time: 0.0055 (0.004106544312976656)  --> TIME: 2024-06-12 05:40:23 -- STEP: 214/330 -- GLOBAL_STEP: 374325 | > loss_disc: 2.3999245166778564 (2.3643498409574284) | > loss_disc_real_0: 0.1436435580253601 (0.11302013931987441) | > loss_disc_real_1: 0.19621063768863678 (0.1972451044995094) | > loss_disc_real_2: 0.22784829139709473 (0.2116906995946002) | > loss_disc_real_3: 0.2320539355278015 (0.22941685001426768) | > loss_disc_real_4: 0.21935951709747314 (0.2317600333802054) | > loss_disc_real_5: 0.2154158055782318 (0.22293845961027056) | > loss_0: 2.3999245166778564 (2.3643498409574284) | > grad_norm_0: tensor(8.9521, device='cuda:0') (tensor(11.5566, device='cuda:0')) | > loss_gen: 2.4095773696899414 (2.475865046554638) | > loss_kl: 2.091067314147949 (2.0020529962031626) | > loss_feat: 6.365105628967285 (7.019350241277819) | > loss_mel: 16.802490234375 (17.143333221150336) | > loss_duration: 2.1141457557678223 (2.0106975135402143) | > loss_1: 29.782384872436523 (30.651298843811606) | > grad_norm_1: tensor(199.1280, device='cuda:0') (tensor(138.7211, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.4044 (0.3818760764933077) | > loader_time: 0.0054 (0.004219380494590117)  --> TIME: 2024-06-12 05:40:34 -- STEP: 239/330 -- GLOBAL_STEP: 374350 | > loss_disc: 2.236656665802002 (2.368140955849173) | > loss_disc_real_0: 0.11293195188045502 (0.11420599608117067) | > loss_disc_real_1: 0.21187250316143036 (0.1978074251732567) | > loss_disc_real_2: 0.23288480937480927 (0.2122108909500194) | > loss_disc_real_3: 0.221408411860466 (0.22997312522084146) | > loss_disc_real_4: 0.21104294061660767 (0.23206880813363207) | > loss_disc_real_5: 0.18222545087337494 (0.22343401804129948) | > loss_0: 2.236656665802002 (2.368140955849173) | > grad_norm_0: tensor(24.6393, device='cuda:0') (tensor(12.9549, device='cuda:0')) | > loss_gen: 2.5319972038269043 (2.475904434794663) | > loss_kl: 2.029128074645996 (2.0058679730323554) | > loss_feat: 7.2590131759643555 (7.023305094890515) | > loss_mel: 16.9022159576416 (17.12269566747434) | > loss_duration: 2.060318946838379 (2.019473823543372) | > loss_1: 30.782672882080078 (30.647246819659756) | > grad_norm_1: tensor(461.6674, device='cuda:0') (tensor(156.6346, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.4173 (0.38509545166622133) | > loader_time: 0.0057 (0.004352451867139488)  --> TIME: 2024-06-12 05:40:46 -- STEP: 264/330 -- GLOBAL_STEP: 374375 | > loss_disc: 2.3041810989379883 (2.37037830099915) | > loss_disc_real_0: 0.07417847216129303 (0.11490198648111387) | > loss_disc_real_1: 0.17170506715774536 (0.19766339761289684) | > loss_disc_real_2: 0.2051285207271576 (0.21192290487162999) | > loss_disc_real_3: 0.2147781401872635 (0.23030020003065918) | > loss_disc_real_4: 0.2439599633216858 (0.23213917570132198) | > loss_disc_real_5: 0.22164276242256165 (0.2237408787124988) | > loss_0: 2.3041810989379883 (2.37037830099915) | > grad_norm_0: tensor(36.3215, device='cuda:0') (tensor(14.2656, device='cuda:0')) | > loss_gen: 2.590395212173462 (2.479227182540028) | > loss_kl: 2.0752930641174316 (2.00918912706953) | > loss_feat: 6.591442584991455 (7.034237097610127) | > loss_mel: 15.858585357666016 (17.078752918676898) | > loss_duration: 2.1453006267547607 (2.027801539410243) | > loss_1: 29.261016845703125 (30.629207683332037) | > grad_norm_1: tensor(485.6808, device='cuda:0') (tensor(176.5171, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.418 (0.3894809917970136) | > loader_time: 0.1597 (0.007471225478432394)  --> TIME: 2024-06-12 05:40:59 -- STEP: 289/330 -- GLOBAL_STEP: 374400 | > loss_disc: 2.620960235595703 (2.371636082969322) | > loss_disc_real_0: 0.25903499126434326 (0.1155699596556619) | > loss_disc_real_1: 0.19904421269893646 (0.1982230764771828) | > loss_disc_real_2: 0.2083941102027893 (0.21230278017199167) | > loss_disc_real_3: 0.2470638006925583 (0.2302755353050661) | > loss_disc_real_4: 0.2205139547586441 (0.23231882135348336) | > loss_disc_real_5: 0.2569177746772766 (0.2225962838602726) | > loss_0: 2.620960235595703 (2.371636082969322) | > grad_norm_0: tensor(97.1447, device='cuda:0') (tensor(16.4205, device='cuda:0')) | > loss_gen: 2.290510892868042 (2.4849231102887344) | > loss_kl: 2.0010063648223877 (2.0150987639971674) | > loss_feat: 6.382231712341309 (7.039792059202095) | > loss_mel: 15.585307121276855 (17.027951768525334) | > loss_duration: 2.1766815185546875 (2.037635564391587) | > loss_1: 28.43573570251465 (30.60540108202238) | > grad_norm_1: tensor(342.5925, device='cuda:0') (tensor(199.6408, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.453 (0.3942097512083481) | > loader_time: 0.0064 (0.014627318893749408)  --> TIME: 2024-06-12 05:41:12 -- STEP: 314/330 -- GLOBAL_STEP: 374425 | > loss_disc: 2.3071541786193848 (2.3710431467955275) | > loss_disc_real_0: 0.11663515865802765 (0.11737231345503193) | > loss_disc_real_1: 0.20530922710895538 (0.19834677101510342) | > loss_disc_real_2: 0.20496724545955658 (0.2120383362861196) | > loss_disc_real_3: 0.22085192799568176 (0.23016362703719717) | > loss_disc_real_4: 0.24358996748924255 (0.23183762016379908) | > loss_disc_real_5: 0.2056593894958496 (0.22169266000484963) | > loss_0: 2.3071541786193848 (2.3710431467955275) | > grad_norm_0: tensor(44.7724, device='cuda:0') (tensor(18.4761, device='cuda:0')) | > loss_gen: 2.3456649780273438 (2.4863250847834713) | > loss_kl: 1.9801238775253296 (2.0210405899460904) | > loss_feat: 7.372307777404785 (7.043223145661081) | > loss_mel: 16.56351661682129 (16.968170724856627) | > loss_duration: 2.2338507175445557 (2.0507330738814757) | > loss_1: 30.49546241760254 (30.569492461575063) | > grad_norm_1: tensor(506.1523, device='cuda:0') (tensor(224.2817, device='cuda:0')) | > current_lr_0: 0.00017945699419150268 | > current_lr_1: 0.00017945699419150268 | > step_time: 0.5165 (0.4018038420160862) | > loader_time: 0.0083 (0.014012301803394488)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5318329334259033 (2.5318329334259033) | > loss_disc_real_0: 0.21874785423278809 (0.21874785423278809) | > loss_disc_real_1: 0.1056937649846077 (0.1056937649846077) | > loss_disc_real_2: 0.28474190831184387 (0.28474190831184387) | > loss_disc_real_3: 0.22304026782512665 (0.22304026782512665) | > loss_disc_real_4: 0.2684725522994995 (0.2684725522994995) | > loss_disc_real_5: 0.27397727966308594 (0.27397727966308594) | > loss_0: 2.5318329334259033 (2.5318329334259033) | > loss_gen: 2.3847649097442627 (2.3847649097442627) | > loss_kl: 1.9993621110916138 (1.9993621110916138) | > loss_feat: 7.5812602043151855 (7.5812602043151855) | > loss_mel: 16.61455535888672 (16.61455535888672) | > loss_duration: 2.979642152786255 (2.979642152786255) | > loss_1: 31.559587478637695 (31.559587478637695)  --> STEP: 1 | > loss_disc: 2.1903507709503174 (2.1903507709503174) | > loss_disc_real_0: 0.10969462990760803 (0.10969462990760803) | > loss_disc_real_1: 0.21417291462421417 (0.21417291462421417) | > loss_disc_real_2: 0.16622191667556763 (0.16622191667556763) | > loss_disc_real_3: 0.20568685233592987 (0.20568685233592987) | > loss_disc_real_4: 0.25760209560394287 (0.25760209560394287) | > loss_disc_real_5: 0.20781847834587097 (0.20781847834587097) | > loss_0: 2.1903507709503174 (2.1903507709503174) | > loss_gen: 2.5094189643859863 (2.5094189643859863) | > loss_kl: 2.8288309574127197 (2.8288309574127197) | > loss_feat: 5.557833671569824 (5.557833671569824) | > loss_mel: 16.610191345214844 (16.610191345214844) | > loss_duration: 2.508730411529541 (2.508730411529541) | > loss_1: 30.015005111694336 (30.015005111694336)  --> STEP: 2 | > loss_disc: 2.2294983863830566 (2.209924578666687) | > loss_disc_real_0: 0.12580831348896027 (0.11775147169828415) | > loss_disc_real_1: 0.19689489901065826 (0.20553390681743622) | > loss_disc_real_2: 0.1774522066116333 (0.17183706164360046) | > loss_disc_real_3: 0.18685799837112427 (0.19627242535352707) | > loss_disc_real_4: 0.18228314816951752 (0.2199426218867302) | > loss_disc_real_5: 0.16168172657489777 (0.18475010246038437) | > loss_0: 2.2294983863830566 (2.209924578666687) | > loss_gen: 2.344566583633423 (2.4269927740097046) | > loss_kl: 2.8917553424835205 (2.86029314994812) | > loss_feat: 6.592303276062012 (6.075068473815918) | > loss_mel: 18.949918746948242 (17.780055046081543) | > loss_duration: 2.527812957763672 (2.5182716846466064) | > loss_1: 33.306358337402344 (31.66068172454834)  --> STEP: 3 | > loss_disc: 2.331711769104004 (2.2505203088124595) | > loss_disc_real_0: 0.08984309434890747 (0.10844867924849193) | > loss_disc_real_1: 0.13390864431858063 (0.1816588193178177) | > loss_disc_real_2: 0.15154927968978882 (0.16507446765899658) | > loss_disc_real_3: 0.1642574667930603 (0.18560077250003815) | > loss_disc_real_4: 0.23421965539455414 (0.22470163305600485) | > loss_disc_real_5: 0.28909802436828613 (0.21953274309635162) | > loss_0: 2.331711769104004 (2.2505203088124595) | > loss_gen: 2.1145389080047607 (2.32284148534139) | > loss_kl: 3.390683174133301 (3.0370898246765137) | > loss_feat: 6.552925109863281 (6.234354019165039) | > loss_mel: 16.39272689819336 (17.317612330118816) | > loss_duration: 2.407294511795044 (2.4812792936960855) | > loss_1: 30.85816764831543 (31.393177032470703)  --> STEP: 4 | > loss_disc: 2.6297054290771484 (2.3453165888786316) | > loss_disc_real_0: 0.18103189766407013 (0.12659448385238647) | > loss_disc_real_1: 0.13207252323627472 (0.16926224529743195) | > loss_disc_real_2: 0.3164854645729065 (0.20292721688747406) | > loss_disc_real_3: 0.22178901731967926 (0.19464783370494843) | > loss_disc_real_4: 0.26234328746795654 (0.23411204665899277) | > loss_disc_real_5: 0.2579856216907501 (0.22914596274495125) | > loss_0: 2.6297054290771484 (2.3453165888786316) | > loss_gen: 2.381869077682495 (2.3375983834266663) | > loss_kl: 3.1665151119232178 (3.0694461464881897) | > loss_feat: 8.413960456848145 (6.779255628585815) | > loss_mel: 17.237051010131836 (17.29747200012207) | > loss_duration: 2.417597770690918 (2.4653589129447937) | > loss_1: 33.61699295043945 (31.94913101196289)  --> STEP: 5 | > loss_disc: 2.390167474746704 (2.354286766052246) | > loss_disc_real_0: 0.15192699432373047 (0.13166098594665526) | > loss_disc_real_1: 0.17522954940795898 (0.17045570611953736) | > loss_disc_real_2: 0.18129581212997437 (0.1986009359359741) | > loss_disc_real_3: 0.20773668587207794 (0.19726560413837432) | > loss_disc_real_4: 0.27783113718032837 (0.24285586476325988) | > loss_disc_real_5: 0.24787113070487976 (0.23289099633693694) | > loss_0: 2.390167474746704 (2.354286766052246) | > loss_gen: 2.228973150253296 (2.3158733367919924) | > loss_kl: 3.0655312538146973 (3.068663167953491) | > loss_feat: 5.549152374267578 (6.533234977722168) | > loss_mel: 19.173097610473633 (17.672597122192382) | > loss_duration: 2.3666188716888428 (2.4456109046936034) | > loss_1: 32.38337326049805 (32.035979461669925)  --> STEP: 6 | > loss_disc: 2.3165512084960938 (2.347997506459554) | > loss_disc_real_0: 0.12813231348991394 (0.1310728738705317) | > loss_disc_real_1: 0.10722752660512924 (0.15991767620046934) | > loss_disc_real_2: 0.2151443362236023 (0.20135816931724548) | > loss_disc_real_3: 0.17372557520866394 (0.1933422659834226) | > loss_disc_real_4: 0.20847883820533752 (0.23712636033693948) | > loss_disc_real_5: 0.1804758608341217 (0.22415514041980109) | > loss_0: 2.3165512084960938 (2.347997506459554) | > loss_gen: 2.2376251220703125 (2.3028319676717124) | > loss_kl: 2.60371732711792 (2.991172194480896) | > loss_feat: 5.998067378997803 (6.4440403779347735) | > loss_mel: 18.306917190551758 (17.778317133585613) | > loss_duration: 2.2524702548980713 (2.413420796394348) | > loss_1: 31.3987979888916 (31.929782549540203)  --> STEP: 7 | > loss_disc: 2.381598711013794 (2.3527976785387312) | > loss_disc_real_0: 0.06046805530786514 (0.1209864712187222) | > loss_disc_real_1: 0.1731724888086319 (0.16181122085877828) | > loss_disc_real_2: 0.22317282855510712 (0.20447454920836858) | > loss_disc_real_3: 0.22087593376636505 (0.1972756470952715) | > loss_disc_real_4: 0.22086022794246674 (0.2348026271377291) | > loss_disc_real_5: 0.2732398509979248 (0.2311672419309616) | > loss_0: 2.381598711013794 (2.3527976785387312) | > loss_gen: 2.2901854515075684 (2.301025322505406) | > loss_kl: 4.292638778686523 (3.177095992224557) | > loss_feat: 8.211010932922363 (6.696464742933001) | > loss_mel: 16.942461013793945 (17.65890911647252) | > loss_duration: 2.5773463249206543 (2.4368387290409634) | > loss_1: 34.31364059448242 (32.27033369881766)  --> STEP: 8 | > loss_disc: 2.316704273223877 (2.3482860028743744) | > loss_disc_real_0: 0.15715257823467255 (0.125507234595716) | > loss_disc_real_1: 0.16471527516841888 (0.16217422764748335) | > loss_disc_real_2: 0.21680104732513428 (0.2060153614729643) | > loss_disc_real_3: 0.22525174915790558 (0.20077265985310078) | > loss_disc_real_4: 0.23133544623851776 (0.23436922952532768) | > loss_disc_real_5: 0.20378485321998596 (0.22774444334208965) | > loss_0: 2.316704273223877 (2.3482860028743744) | > loss_gen: 2.452427864074707 (2.3199506402015686) | > loss_kl: 3.2095532417297363 (3.1811531484127045) | > loss_feat: 9.339173316955566 (7.0268033146858215) | > loss_mel: 18.333398818969727 (17.743220329284668) | > loss_duration: 2.3251395225524902 (2.422876328229904) | > loss_1: 35.659690856933594 (32.69400334358215)  --> STEP: 9 | > loss_disc: 2.2928264141082764 (2.342123826344808) | > loss_disc_real_0: 0.15931811928749084 (0.12926399956146875) | > loss_disc_real_1: 0.14784611761569977 (0.16058221542172962) | > loss_disc_real_2: 0.2619321942329407 (0.21222834289073944) | > loss_disc_real_3: 0.20264621078968048 (0.20098083217938742) | > loss_disc_real_4: 0.21577894687652588 (0.2323036425643497) | > loss_disc_real_5: 0.21060766279697418 (0.2258403566148546) | > loss_0: 2.2928264141082764 (2.342123826344808) | > loss_gen: 2.4850447177886963 (2.338294426600138) | > loss_kl: 2.3609859943389893 (3.090023464626736) | > loss_feat: 7.179274559020996 (7.0437445640563965) | > loss_mel: 17.95170783996582 (17.76638560824924) | > loss_duration: 2.206477642059326 (2.3988320297665067) | > loss_1: 32.18349075317383 (32.637279722425674)  --> STEP: 10 | > loss_disc: 2.371979236602783 (2.3451093673706054) | > loss_disc_real_0: 0.06440850347280502 (0.12277844995260238) | > loss_disc_real_1: 0.14849919080734253 (0.1593739129602909) | > loss_disc_real_2: 0.22151608765125275 (0.21315711736679077) | > loss_disc_real_3: 0.1795896291732788 (0.19884171187877656) | > loss_disc_real_4: 0.2772219479084015 (0.23679547309875487) | > loss_disc_real_5: 0.22718562185764313 (0.22597488313913344) | > loss_0: 2.371979236602783 (2.3451093673706054) | > loss_gen: 2.19126558303833 (2.3235915422439577) | > loss_kl: 2.9138104915618896 (3.0724021673202513) | > loss_feat: 7.63469123840332 (7.102839231491089) | > loss_mel: 18.51582145690918 (17.841329193115236) | > loss_duration: 2.426523208618164 (2.4016011476516725) | > loss_1: 33.68211364746094 (32.7417631149292)  --> STEP: 11 | > loss_disc: 2.456721067428589 (2.355255885557695) | > loss_disc_real_0: 0.1080363541841507 (0.12143825942819769) | > loss_disc_real_1: 0.12966401875019073 (0.15667301348664545) | > loss_disc_real_2: 0.2666817903518677 (0.2180229967290705) | > loss_disc_real_3: 0.22020068764686584 (0.20078343694860284) | > loss_disc_real_4: 0.24665771424770355 (0.23769204047593204) | > loss_disc_real_5: 0.28203147649765015 (0.2310709370808168) | > loss_0: 2.456721067428589 (2.355255885557695) | > loss_gen: 2.291166305541992 (2.3206437934528696) | > loss_kl: 3.6356189250946045 (3.1236036907542837) | > loss_feat: 6.8571295738220215 (7.08050198988481) | > loss_mel: 17.357481002807617 (17.79734299399636) | > loss_duration: 2.544698715209961 (2.4146100174296987) | > loss_1: 32.68609619140625 (32.73670248551802)  --> STEP: 12 | > loss_disc: 2.3647263050079346 (2.3560450871785483) | > loss_disc_real_0: 0.16066429018974304 (0.12470709532499313) | > loss_disc_real_1: 0.14941225945949554 (0.15606795065104961) | > loss_disc_real_2: 0.29214462637901306 (0.22419979919989905) | > loss_disc_real_3: 0.2023097276687622 (0.20091062784194946) | > loss_disc_real_4: 0.24674798548221588 (0.23844670255978903) | > loss_disc_real_5: 0.19253148138523102 (0.22785931577285132) | > loss_0: 2.3647263050079346 (2.3560450871785483) | > loss_gen: 2.3321313858032227 (2.321601092815399) | > loss_kl: 2.6434645652770996 (3.083592096964518) | > loss_feat: 5.782829761505127 (6.972362637519836) | > loss_mel: 15.94268798828125 (17.642788410186768) | > loss_duration: 2.317760705947876 (2.40653924147288) | > loss_1: 29.018875122070312 (32.42688353856405)  --> STEP: 13 | > loss_disc: 2.3823165893554688 (2.358065971961388) | > loss_disc_real_0: 0.17908985912799835 (0.12889038484830123) | > loss_disc_real_1: 0.14460019767284393 (0.15518581580657226) | > loss_disc_real_2: 0.23155590891838074 (0.2247656537936284) | > loss_disc_real_3: 0.22821544110774994 (0.2030109980931649) | > loss_disc_real_4: 0.2777397036552429 (0.24146924110559317) | > loss_disc_real_5: 0.2211000770330429 (0.2273393743313276) | > loss_0: 2.3823165893554688 (2.358065971961388) | > loss_gen: 2.4418649673461914 (2.3308521600869985) | > loss_kl: 3.3794355392456055 (3.106349284832294) | > loss_feat: 6.680992126464844 (6.949949521284837) | > loss_mel: 16.403791427612305 (17.54748094998873) | > loss_duration: 2.2779598236083984 (2.396648517021766) | > loss_1: 31.18404197692871 (32.331280341515175)  --> STEP: 14 | > loss_disc: 2.665796995162964 (2.3800467593329295) | > loss_disc_real_0: 0.16896560788154602 (0.13175290077924728) | > loss_disc_real_1: 0.23088085651397705 (0.16059260442852974) | > loss_disc_real_2: 0.2845248281955719 (0.22903416625091008) | > loss_disc_real_3: 0.2580747902393341 (0.20694412610360555) | > loss_disc_real_4: 0.2625773847103119 (0.24297696564878737) | > loss_disc_real_5: 0.32875245809555054 (0.23458316602877208) | > loss_0: 2.665796995162964 (2.3800467593329295) | > loss_gen: 2.237417697906494 (2.3241782699312483) | > loss_kl: 3.68680477142334 (3.147810391017369) | > loss_feat: 6.378711700439453 (6.909146819795881) | > loss_mel: 17.290857315063477 (17.529150690351212) | > loss_duration: 2.4560494422912598 (2.400891440255301) | > loss_1: 32.04983901977539 (32.31117738996233)  --> STEP: 15 | > loss_disc: 2.3256068229675293 (2.3764174302419026) | > loss_disc_real_0: 0.1392585188150406 (0.13225327531496683) | > loss_disc_real_1: 0.11083213239908218 (0.15727523962656656) | > loss_disc_real_2: 0.1794421523809433 (0.2257280319929123) | > loss_disc_real_3: 0.21610021591186523 (0.20755453209082286) | > loss_disc_real_4: 0.21290071308612823 (0.2409718821446101) | > loss_disc_real_5: 0.2488849014043808 (0.23553661505381265) | > loss_0: 2.3256068229675293 (2.3764174302419026) | > loss_gen: 2.4118292331695557 (2.3300216674804686) | > loss_kl: 3.5286190509796143 (3.173197635014852) | > loss_feat: 7.0812153816223145 (6.920618057250977) | > loss_mel: 16.63640785217285 (17.46963450113932) | > loss_duration: 2.4453277587890625 (2.4038538614908855) | > loss_1: 32.10340118408203 (32.297325642903644)  --> STEP: 16 | > loss_disc: 2.6497931480407715 (2.393503412604332) | > loss_disc_real_0: 0.23353099822998047 (0.1385831329971552) | > loss_disc_real_1: 0.2204667031764984 (0.1612247060984373) | > loss_disc_real_2: 0.17976507544517517 (0.22285534720867872) | > loss_disc_real_3: 0.2502102851867676 (0.2102205166593194) | > loss_disc_real_4: 0.32740601897239685 (0.24637401569634676) | > loss_disc_real_5: 0.26312455534935 (0.23726086132228374) | > loss_0: 2.6497931480407715 (2.393503412604332) | > loss_gen: 2.204380512237549 (2.3221690952777863) | > loss_kl: 3.329946756362915 (3.182994455099106) | > loss_feat: 6.469771862030029 (6.892440170049667) | > loss_mel: 15.19070816040039 (17.32720160484314) | > loss_duration: 2.438633680343628 (2.406027600169182) | > loss_1: 29.633440017700195 (32.13083279132843)  --> STEP: 17 | > loss_disc: 2.810396671295166 (2.4180265454684986) | > loss_disc_real_0: 0.1353459507226944 (0.1383927105104222) | > loss_disc_real_1: 0.14709627628326416 (0.1603936219916624) | > loss_disc_real_2: 0.25186049938201904 (0.2245615326306399) | > loss_disc_real_3: 0.24463024735450745 (0.2122446184649187) | > loss_disc_real_4: 0.252418577671051 (0.24672957816544702) | > loss_disc_real_5: 0.32505321502685547 (0.24242511742255268) | > loss_0: 2.810396671295166 (2.4180265454684986) | > loss_gen: 1.8371858596801758 (2.2936406696543976) | > loss_kl: 2.026289939880371 (3.1149530130274155) | > loss_feat: 5.848536968231201 (6.831034099354463) | > loss_mel: 17.647754669189453 (17.346057667451745) | > loss_duration: 2.4106879234313965 (2.406301736831665) | > loss_1: 29.770456314086914 (31.991987116196576)  --> STEP: 18 | > loss_disc: 2.146359920501709 (2.402933955192566) | > loss_disc_real_0: 0.1563432663679123 (0.1393899636136161) | > loss_disc_real_1: 0.1251424252986908 (0.15843522217538622) | > loss_disc_real_2: 0.22455130517482758 (0.22456096443865034) | > loss_disc_real_3: 0.19802366197109222 (0.21145456532637277) | > loss_disc_real_4: 0.18412816524505615 (0.24325172189209196) | > loss_disc_real_5: 0.14265620708465576 (0.2368824001815584) | > loss_0: 2.146359920501709 (2.402933955192566) | > loss_gen: 2.4941279888153076 (2.3047788540522256) | > loss_kl: 3.086416482925415 (3.113367650243971) | > loss_feat: 10.528239250183105 (7.03643438551161) | > loss_mel: 18.348777770996094 (17.401764339870876) | > loss_duration: 2.263641357421875 (2.3983761601977878) | > loss_1: 36.7212028503418 (32.254721323649086)  --> STEP: 19 | > loss_disc: 2.5694470405578613 (2.4116978017907393) | > loss_disc_real_0: 0.19940650463104248 (0.14254872893032275) | > loss_disc_real_1: 0.18464431166648865 (0.15981464793807582) | > loss_disc_real_2: 0.18632429838180542 (0.22254850833039536) | > loss_disc_real_3: 0.19157209992408752 (0.21040811977888407) | > loss_disc_real_4: 0.25269120931625366 (0.2437485370196794) | > loss_disc_real_5: 0.32383254170417786 (0.241458723419591) | > loss_0: 2.5694470405578613 (2.4116978017907393) | > loss_gen: 2.143141031265259 (2.2962716002213326) | > loss_kl: 2.3199000358581543 (3.0716061968552437) | > loss_feat: 5.926421642303467 (6.978012662184866) | > loss_mel: 16.394874572753906 (17.348770141601562) | > loss_duration: 2.3496289253234863 (2.395810516257035) | > loss_1: 29.13396644592285 (32.09047106692665)  --> STEP: 20 | > loss_disc: 2.591125965118408 (2.420669209957123) | > loss_disc_real_0: 0.20271389186382294 (0.14555698707699777) | > loss_disc_real_1: 0.16537119448184967 (0.16009247526526452) | > loss_disc_real_2: 0.3056877553462982 (0.22670547068119049) | > loss_disc_real_3: 0.225704163312912 (0.21117292195558549) | > loss_disc_real_4: 0.239340677857399 (0.2435281440615654) | > loss_disc_real_5: 0.3143807649612427 (0.2451048254966736) | > loss_0: 2.591125965118408 (2.420669209957123) | > loss_gen: 2.395921230316162 (2.301254081726074) | > loss_kl: 2.126680374145508 (3.024359905719757) | > loss_feat: 8.657248497009277 (7.061974453926086) | > loss_mel: 16.03946304321289 (17.28330478668213) | > loss_duration: 2.326242685317993 (2.392332124710083) | > loss_1: 31.545555114746094 (32.06322526931763)  --> STEP: 21 | > loss_disc: 2.367929697036743 (2.4181578045799617) | > loss_disc_real_0: 0.10803049057722092 (0.14377001105319887) | > loss_disc_real_1: 0.16583673655986786 (0.16036601151738847) | > loss_disc_real_2: 0.3510572612285614 (0.23262698451677957) | > loss_disc_real_3: 0.18887858092784882 (0.2101112866685504) | > loss_disc_real_4: 0.2330530881881714 (0.24302933187711806) | > loss_disc_real_5: 0.24172137677669525 (0.24494370889096034) | > loss_0: 2.367929697036743 (2.4181578045799617) | > loss_gen: 2.4185855388641357 (2.3068412939707437) | > loss_kl: 3.022998809814453 (3.0242950916290283) | > loss_feat: 5.94566535949707 (7.0088168780008955) | > loss_mel: 15.404268264770508 (17.19382685706729) | > loss_duration: 2.14492130279541 (2.3805506569998607) | > loss_1: 28.936439514160156 (31.914330709548224)  --> STEP: 22 | > loss_disc: 2.18825101852417 (2.40770749612288) | > loss_disc_real_0: 0.09655118733644485 (0.1416237008842555) | > loss_disc_real_1: 0.13157673180103302 (0.15905740789391776) | > loss_disc_real_2: 0.1918250471353531 (0.23077235099944202) | > loss_disc_real_3: 0.16727468371391296 (0.2081641683524305) | > loss_disc_real_4: 0.20588040351867676 (0.24134074422446164) | > loss_disc_real_5: 0.19967983663082123 (0.2428862601518631) | > loss_0: 2.18825101852417 (2.40770749612288) | > loss_gen: 2.4262452125549316 (2.3122687448154795) | > loss_kl: 2.4176692962646484 (2.9967211918397383) | > loss_feat: 8.002187728881836 (7.053970098495483) | > loss_mel: 18.38742446899414 (17.248081293973055) | > loss_duration: 2.196580410003662 (2.3721883730454882) | > loss_1: 33.43010711669922 (31.983229637145996)  --> STEP: 23 | > loss_disc: 2.3490631580352783 (2.405157742292984) | > loss_disc_real_0: 0.10645049065351486 (0.1400944308742233) | > loss_disc_real_1: 0.2299448400735855 (0.16213947016259897) | > loss_disc_real_2: 0.22663606703281403 (0.23059251256611035) | > loss_disc_real_3: 0.21689170598983765 (0.20854362651057864) | > loss_disc_real_4: 0.2599133551120758 (0.24214824904566226) | > loss_disc_real_5: 0.23468509316444397 (0.24252968767414923) | > loss_0: 2.3490631580352783 (2.405157742292984) | > loss_gen: 2.4100465774536133 (2.316519954930181) | > loss_kl: 2.9472851753234863 (2.9945717998172925) | > loss_feat: 5.833944797515869 (7.0009255201920215) | > loss_mel: 16.69130516052246 (17.22387363599694) | > loss_duration: 2.3388679027557373 (2.3707396569459336) | > loss_1: 30.221446990966797 (31.906630391659945)  --> STEP: 24 | > loss_disc: 2.614283561706543 (2.4138713181018825) | > loss_disc_real_0: 0.20204180479049683 (0.14267557145406803) | > loss_disc_real_1: 0.18453074991703033 (0.16307244015236694) | > loss_disc_real_2: 0.23112696409225464 (0.2306147813796997) | > loss_disc_real_3: 0.20340733230113983 (0.20832961425185204) | > loss_disc_real_4: 0.24314843118190765 (0.24218992330133915) | > loss_disc_real_5: 0.24837777018547058 (0.2427733577787876) | > loss_0: 2.614283561706543 (2.4138713181018825) | > loss_gen: 2.1022846698760986 (2.3075934847195945) | > loss_kl: 2.1330511569976807 (2.9586751063664756) | > loss_feat: 4.1135759353637695 (6.880619287490845) | > loss_mel: 15.636762619018555 (17.15774401028951) | > loss_duration: 2.3935739994049072 (2.371691087881724) | > loss_1: 26.379247665405273 (31.676322778065998)  --> STEP: 25 | > loss_disc: 2.4990861415863037 (2.417279911041259) | > loss_disc_real_0: 0.13091334700584412 (0.14220508247613906) | > loss_disc_real_1: 0.21158427000045776 (0.1650129133462906) | > loss_disc_real_2: 0.3212670385837555 (0.23424087166786195) | > loss_disc_real_3: 0.22637014091014862 (0.2090512353181839) | > loss_disc_real_4: 0.2698003947734833 (0.2432943421602249) | > loss_disc_real_5: 0.2319037914276123 (0.2423385751247406) | > loss_0: 2.4990861415863037 (2.417279911041259) | > loss_gen: 2.528447389602661 (2.316427640914917) | > loss_kl: 3.4033048152923584 (2.976460294723511) | > loss_feat: 7.752019882202148 (6.915475311279297) | > loss_mel: 15.684560775756836 (17.098816680908204) | > loss_duration: 2.4691450595855713 (2.375589246749878) | > loss_1: 31.837478637695312 (31.68276901245117)  --> STEP: 26 | > loss_disc: 2.232720136642456 (2.4101814581797667) | > loss_disc_real_0: 0.1251617819070816 (0.14154957091579068) | > loss_disc_real_1: 0.15029741823673248 (0.16444693276515374) | > loss_disc_real_2: 0.2818918824195862 (0.23607360285062057) | > loss_disc_real_3: 0.20794881880283356 (0.20900883468297812) | > loss_disc_real_4: 0.2127780318260193 (0.24212063791660163) | > loss_disc_real_5: 0.2682417929172516 (0.24333485273214486) | > loss_0: 2.232720136642456 (2.4101814581797667) | > loss_gen: 2.7585020065307617 (2.3334305011309113) | > loss_kl: 2.2201409339904785 (2.947371088541471) | > loss_feat: 14.999749183654785 (7.226408921755278) | > loss_mel: 17.572114944458008 (17.117020460275505) | > loss_duration: 2.288522481918335 (2.372240525025588) | > loss_1: 39.83903121948242 (31.996471405029297) --> EVAL PERFORMANCE | > avg_loader_time: 0.002530556458693284 (-0.00010600456824669474) | > avg_loss_disc: 2.4101814581797667 (-0.04486208237134548) | > avg_loss_disc_real_0: 0.14154957091579068 (-0.004991917082896619) | > avg_loss_disc_real_1: 0.16444693276515374 (-0.014873853096595169) | > avg_loss_disc_real_2: 0.23607360285062057 (+0.055691028157105804) | > avg_loss_disc_real_3: 0.20900883468297812 (-0.02955570243872127) | > avg_loss_disc_real_4: 0.24212063791660163 (-0.020035506441043155) | > avg_loss_disc_real_5: 0.24333485273214486 (-0.012913179512207357) | > avg_loss_0: 2.4101814581797667 (-0.04486208237134548) | > avg_loss_gen: 2.3334305011309113 (+0.06196515376751277) | > avg_loss_kl: 2.947371088541471 (-0.1986683240303626) | > avg_loss_feat: 7.226408921755278 (+0.02011631085322474) | > avg_loss_mel: 17.117020460275505 (+0.3865753320547256) | > avg_loss_duration: 2.372240525025588 (+0.0095338362913866) | > avg_loss_1: 31.996471405029297 (+0.2795223822960473)  > EPOCH: 868/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:41:40)   --> TIME: 2024-06-12 05:41:45 -- STEP: 9/330 -- GLOBAL_STEP: 374450 | > loss_disc: 2.3466875553131104 (2.2713816165924072) | > loss_disc_real_0: 0.13154567778110504 (0.09536259373029073) | > loss_disc_real_1: 0.22371405363082886 (0.1923528148068322) | > loss_disc_real_2: 0.18277546763420105 (0.19215145210425058) | > loss_disc_real_3: 0.2343744933605194 (0.2225312756167518) | > loss_disc_real_4: 0.23010863363742828 (0.24098574784066942) | > loss_disc_real_5: 0.241051584482193 (0.23561123841338688) | > loss_0: 2.3466875553131104 (2.2713816165924072) | > grad_norm_0: tensor(7.9843, device='cuda:0') (tensor(8.0363, device='cuda:0')) | > loss_gen: 2.505776882171631 (2.5924485789404974) | > loss_kl: 2.0511395931243896 (1.9714966482586331) | > loss_feat: 6.770318984985352 (6.995654635959202) | > loss_mel: 17.552513122558594 (17.65354326036241) | > loss_duration: 2.0687015056610107 (2.107070710923937) | > loss_1: 30.948450088500977 (31.320214589436848) | > grad_norm_1: tensor(64.7080, device='cuda:0') (tensor(95.6225, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.3597 (0.38044537438286674) | > loader_time: 0.003 (0.0030575858222113717)  --> TIME: 2024-06-12 05:41:54 -- STEP: 34/330 -- GLOBAL_STEP: 374475 | > loss_disc: 2.359088182449341 (2.297259120380177) | > loss_disc_real_0: 0.1294631063938141 (0.09896556112696142) | > loss_disc_real_1: 0.20814411342144012 (0.1949222008971607) | > loss_disc_real_2: 0.20754742622375488 (0.20394676704617107) | > loss_disc_real_3: 0.2355271875858307 (0.2223231275292004) | > loss_disc_real_4: 0.22621017694473267 (0.22931944798020756) | > loss_disc_real_5: 0.20635926723480225 (0.22241256692830255) | > loss_0: 2.359088182449341 (2.297259120380177) | > grad_norm_0: tensor(11.4874, device='cuda:0') (tensor(9.4525, device='cuda:0')) | > loss_gen: 2.4901623725891113 (2.5617665262783276) | > loss_kl: 2.15246319770813 (1.950204659910763) | > loss_feat: 7.1084442138671875 (7.128665825899909) | > loss_mel: 17.02385139465332 (17.42785947463091) | > loss_duration: 2.000974178314209 (2.003497674184687) | > loss_1: 30.775896072387695 (31.07199416441076) | > grad_norm_1: tensor(209.5009, device='cuda:0') (tensor(104.4454, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.3698 (0.3681774069281185) | > loader_time: 0.0032 (0.003234554739559398)  --> TIME: 2024-06-12 05:42:04 -- STEP: 59/330 -- GLOBAL_STEP: 374500 | > loss_disc: 2.278707265853882 (2.3334401502447624) | > loss_disc_real_0: 0.09775994718074799 (0.10288592036497796) | > loss_disc_real_1: 0.22160878777503967 (0.19856907149492684) | > loss_disc_real_2: 0.18850462138652802 (0.2075900240974911) | > loss_disc_real_3: 0.18749143183231354 (0.2272016097933559) | > loss_disc_real_4: 0.21618711948394775 (0.23298009169303766) | > loss_disc_real_5: 0.22888614237308502 (0.22149823075633937) | > loss_0: 2.278707265853882 (2.3334401502447624) | > grad_norm_0: tensor(18.2572, device='cuda:0') (tensor(9.3020, device='cuda:0')) | > loss_gen: 2.580024242401123 (2.5251796609264314) | > loss_kl: 1.9968512058258057 (1.9628838623984386) | > loss_feat: 7.376159191131592 (7.072382765301203) | > loss_mel: 16.68666648864746 (17.29937986600197) | > loss_duration: 1.9529552459716797 (1.9840457297987857) | > loss_1: 30.5926570892334 (30.843871908672785) | > grad_norm_1: tensor(185.7265, device='cuda:0') (tensor(99.3374, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.362 (0.3726263814053293) | > loader_time: 0.0034 (0.003452418214183743) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_374500.pth  --> TIME: 2024-06-12 05:42:18 -- STEP: 84/330 -- GLOBAL_STEP: 374525 | > loss_disc: 2.3988215923309326 (2.340852697690328) | > loss_disc_real_0: 0.08990832418203354 (0.10436932822423321) | > loss_disc_real_1: 0.19870410859584808 (0.1974294345293727) | > loss_disc_real_2: 0.20340946316719055 (0.20851926221734002) | > loss_disc_real_3: 0.20078471302986145 (0.2296320948572386) | > loss_disc_real_4: 0.22053317725658417 (0.2319567829725288) | > loss_disc_real_5: 0.19663295149803162 (0.22096838979494005) | > loss_0: 2.3988215923309326 (2.340852697690328) | > grad_norm_0: tensor(7.8345, device='cuda:0') (tensor(8.9061, device='cuda:0')) | > loss_gen: 2.3836934566497803 (2.5096138148080738) | > loss_kl: 1.884802222251892 (1.9627053099019187) | > loss_feat: 6.387447834014893 (7.028595617839268) | > loss_mel: 17.068960189819336 (17.262430327279226) | > loss_duration: 2.056946277618408 (1.9798263368152438) | > loss_1: 29.781848907470703 (30.743171419416154) | > grad_norm_1: tensor(40.6613, device='cuda:0') (tensor(94.0608, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.366 (0.3745175600051881) | > loader_time: 0.0037 (0.003548057306380499)  --> TIME: 2024-06-12 05:42:28 -- STEP: 109/330 -- GLOBAL_STEP: 374550 | > loss_disc: 2.3204565048217773 (2.342230499337572) | > loss_disc_real_0: 0.09440050274133682 (0.1064048390322869) | > loss_disc_real_1: 0.18593981862068176 (0.1977372753237366) | > loss_disc_real_2: 0.16115012764930725 (0.20828433895329818) | > loss_disc_real_3: 0.24200566112995148 (0.2293097801984997) | > loss_disc_real_4: 0.2293151170015335 (0.23170901274462358) | > loss_disc_real_5: 0.22583433985710144 (0.22134611516370686) | > loss_0: 2.3204565048217773 (2.342230499337572) | > grad_norm_0: tensor(9.1824, device='cuda:0') (tensor(8.9675, device='cuda:0')) | > loss_gen: 2.594346046447754 (2.5044096347388867) | > loss_kl: 2.1207568645477295 (1.9739677457634461) | > loss_feat: 7.314439296722412 (7.005538380474126) | > loss_mel: 17.537355422973633 (17.209620659504456) | > loss_duration: 1.9321105480194092 (1.981673864049649) | > loss_1: 31.499008178710938 (30.67521042780045) | > grad_norm_1: tensor(50.1905, device='cuda:0') (tensor(97.9651, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.3824 (0.376677176274291) | > loader_time: 0.0036 (0.0036357017832064848)  --> TIME: 2024-06-12 05:42:38 -- STEP: 134/330 -- GLOBAL_STEP: 374575 | > loss_disc: 2.3660762310028076 (2.3482454463617115) | > loss_disc_real_0: 0.15101319551467896 (0.1082843617716832) | > loss_disc_real_1: 0.22242528200149536 (0.19726158589569495) | > loss_disc_real_2: 0.18809720873832703 (0.20924678789590723) | > loss_disc_real_3: 0.22346995770931244 (0.22946274536314296) | > loss_disc_real_4: 0.22251786291599274 (0.23209756824062833) | > loss_disc_real_5: 0.21767845749855042 (0.22147246928357367) | > loss_0: 2.3660762310028076 (2.3482454463617115) | > grad_norm_0: tensor(18.0532, device='cuda:0') (tensor(9.0978, device='cuda:0')) | > loss_gen: 2.585789680480957 (2.494712005800275) | > loss_kl: 2.0259833335876465 (1.9832033977579715) | > loss_feat: 7.9019622802734375 (6.988830239025514) | > loss_mel: 17.308347702026367 (17.212626727659305) | > loss_duration: 2.0027332305908203 (1.9865017008425585) | > loss_1: 31.82481575012207 (30.665874239224106) | > grad_norm_1: tensor(180.6468, device='cuda:0') (tensor(99.0059, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.3828 (0.37769769198858927) | > loader_time: 0.0043 (0.003709307357446471)  --> TIME: 2024-06-12 05:42:47 -- STEP: 159/330 -- GLOBAL_STEP: 374600 | > loss_disc: 2.3134913444519043 (2.35253428513149) | > loss_disc_real_0: 0.10908633470535278 (0.10995055346181558) | > loss_disc_real_1: 0.18032997846603394 (0.19693407875561872) | > loss_disc_real_2: 0.1913420408964157 (0.20948247386599494) | > loss_disc_real_3: 0.22087182104587555 (0.22990833297840454) | > loss_disc_real_4: 0.241210475564003 (0.23247498208246892) | > loss_disc_real_5: 0.234384223818779 (0.22224254297010554) | > loss_0: 2.3134913444519043 (2.35253428513149) | > grad_norm_0: tensor(4.5785, device='cuda:0') (tensor(9.1417, device='cuda:0')) | > loss_gen: 2.652651071548462 (2.4878472832013974) | > loss_kl: 2.1338188648223877 (1.9917365987345856) | > loss_feat: 7.281895637512207 (6.980676492055257) | > loss_mel: 16.86562728881836 (17.192080803637232) | > loss_duration: 2.030935525894165 (1.9909462276494727) | > loss_1: 30.964927673339844 (30.643287586715985) | > grad_norm_1: tensor(40.1062, device='cuda:0') (tensor(95.8146, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.3975 (0.3788475525454156) | > loader_time: 0.0042 (0.0038058517863915403)  --> TIME: 2024-06-12 05:42:57 -- STEP: 184/330 -- GLOBAL_STEP: 374625 | > loss_disc: 2.4068191051483154 (2.358041006585826) | > loss_disc_real_0: 0.08461811393499374 (0.11148979113963635) | > loss_disc_real_1: 0.2030518501996994 (0.19680600378500387) | > loss_disc_real_2: 0.21184365451335907 (0.21058091909989074) | > loss_disc_real_3: 0.246766597032547 (0.23003093153238297) | > loss_disc_real_4: 0.2462235391139984 (0.2324734221657981) | > loss_disc_real_5: 0.21861544251441956 (0.2223677371993013) | > loss_0: 2.4068191051483154 (2.358041006585826) | > grad_norm_0: tensor(7.5833, device='cuda:0') (tensor(9.6271, device='cuda:0')) | > loss_gen: 2.375204563140869 (2.4794482757215914) | > loss_kl: 1.8751109838485718 (1.9964694290057472) | > loss_feat: 7.127476692199707 (6.9736582610918125) | > loss_mel: 16.02089500427246 (17.15383392831553) | > loss_duration: 2.0418667793273926 (1.998363787713258) | > loss_1: 29.440553665161133 (30.601773883985437) | > grad_norm_1: tensor(106.4776, device='cuda:0') (tensor(100.6933, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.3815 (0.3808636561683986) | > loader_time: 0.0048 (0.00391828495523204)  --> TIME: 2024-06-12 05:43:08 -- STEP: 209/330 -- GLOBAL_STEP: 374650 | > loss_disc: 2.386627674102783 (2.362506359958192) | > loss_disc_real_0: 0.07901415228843689 (0.11310163104648226) | > loss_disc_real_1: 0.13289257884025574 (0.19707199225300243) | > loss_disc_real_2: 0.16815997660160065 (0.2110145349394192) | > loss_disc_real_3: 0.24655045568943024 (0.23004562140366677) | > loss_disc_real_4: 0.23859985172748566 (0.23219189853474284) | > loss_disc_real_5: 0.2596855163574219 (0.22221611618425288) | > loss_0: 2.386627674102783 (2.362506359958192) | > grad_norm_0: tensor(23.8323, device='cuda:0') (tensor(10.8297, device='cuda:0')) | > loss_gen: 2.4524571895599365 (2.4748132833453447) | > loss_kl: 2.0791375637054443 (2.004827825076271) | > loss_feat: 7.431201457977295 (6.95944892390493) | > loss_mel: 16.91382598876953 (17.108446718973408) | > loss_duration: 2.0911662578582764 (2.0072876791064247) | > loss_1: 30.96778678894043 (30.554824582697673) | > grad_norm_1: tensor(337.0792, device='cuda:0') (tensor(122.6773, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.4125 (0.3831291267175994) | > loader_time: 0.0053 (0.0040255060606596005)  --> TIME: 2024-06-12 05:43:18 -- STEP: 234/330 -- GLOBAL_STEP: 374675 | > loss_disc: 2.3850979804992676 (2.366414443040505) | > loss_disc_real_0: 0.1127443015575409 (0.11391995270919596) | > loss_disc_real_1: 0.19989235699176788 (0.1977379193418047) | > loss_disc_real_2: 0.2079235166311264 (0.21139348043590536) | > loss_disc_real_3: 0.21272055804729462 (0.23046783937348259) | > loss_disc_real_4: 0.21314257383346558 (0.23217913018077865) | > loss_disc_real_5: 0.1952783763408661 (0.2221533135853262) | > loss_0: 2.3850979804992676 (2.366414443040505) | > grad_norm_0: tensor(12.9615, device='cuda:0') (tensor(11.9629, device='cuda:0')) | > loss_gen: 2.337127447128296 (2.473761880499684) | > loss_kl: 2.0637612342834473 (2.0155913086019015) | > loss_feat: 6.378437042236328 (6.945309899811052) | > loss_mel: 16.810823440551758 (17.084672296149094) | > loss_duration: 2.0822150707244873 (2.0161980013562064) | > loss_1: 29.67236328125 (30.53553353008042) | > grad_norm_1: tensor(270.9395, device='cuda:0') (tensor(136.6665, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.4236 (0.3860053088929918) | > loader_time: 0.0049 (0.0041504456446721)  --> TIME: 2024-06-12 05:43:29 -- STEP: 259/330 -- GLOBAL_STEP: 374700 | > loss_disc: 2.41383957862854 (2.3724314512893496) | > loss_disc_real_0: 0.10996073484420776 (0.1152824294613135) | > loss_disc_real_1: 0.18678154051303864 (0.1977438444566543) | > loss_disc_real_2: 0.22164063155651093 (0.21192007819658087) | > loss_disc_real_3: 0.2543468475341797 (0.23069343068654932) | > loss_disc_real_4: 0.26463475823402405 (0.23258788515472043) | > loss_disc_real_5: 0.23625482618808746 (0.22264090663677938) | > loss_0: 2.41383957862854 (2.3724314512893496) | > grad_norm_0: tensor(31.1355, device='cuda:0') (tensor(13.0551, device='cuda:0')) | > loss_gen: 2.548734426498413 (2.469168718257005) | > loss_kl: 1.9980621337890625 (2.0158134049890584) | > loss_feat: 7.339247226715088 (6.941655344944663) | > loss_mel: 17.106983184814453 (17.05125871312203) | > loss_duration: 2.1327993869781494 (2.0245787692346164) | > loss_1: 31.125825881958008 (30.50247507574015) | > grad_norm_1: tensor(471.1604, device='cuda:0') (tensor(152.1019, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.4325 (0.39012485121207807) | > loader_time: 0.0053 (0.0042988508364408635)  --> TIME: 2024-06-12 05:43:41 -- STEP: 284/330 -- GLOBAL_STEP: 374725 | > loss_disc: 2.2602009773254395 (2.3718822019200925) | > loss_disc_real_0: 0.10470735281705856 (0.11634293578984872) | > loss_disc_real_1: 0.2138291597366333 (0.19775093661647453) | > loss_disc_real_2: 0.25309422612190247 (0.21218458285004324) | > loss_disc_real_3: 0.2029586136341095 (0.23019226567006448) | > loss_disc_real_4: 0.20802217721939087 (0.23249262702507031) | > loss_disc_real_5: 0.188217431306839 (0.22171266230059347) | > loss_0: 2.2602009773254395 (2.3718822019200925) | > grad_norm_0: tensor(24.3653, device='cuda:0') (tensor(14.8214, device='cuda:0')) | > loss_gen: 2.713033437728882 (2.4735945211329917) | > loss_kl: 2.0638325214385986 (2.0204255996455607) | > loss_feat: 7.692216873168945 (6.961371131346259) | > loss_mel: 17.205341339111328 (17.014931500797545) | > loss_duration: 2.1456727981567383 (2.0343563128525095) | > loss_1: 31.820098876953125 (30.504679189601415) | > grad_norm_1: tensor(588.2719, device='cuda:0') (tensor(177.0199, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.4517 (0.39504167647428917) | > loader_time: 0.006 (0.004447392174895381)  --> TIME: 2024-06-12 05:43:53 -- STEP: 309/330 -- GLOBAL_STEP: 374750 | > loss_disc: 2.52547025680542 (2.376462528234932) | > loss_disc_real_0: 0.13933734595775604 (0.11830854411071172) | > loss_disc_real_1: 0.2403050661087036 (0.19832521816866303) | > loss_disc_real_2: 0.18261319398880005 (0.21220044825455137) | > loss_disc_real_3: 0.2502892315387726 (0.23053869248208106) | > loss_disc_real_4: 0.22403867542743683 (0.23261511793607262) | > loss_disc_real_5: 0.2000778764486313 (0.22132269141164804) | > loss_0: 2.52547025680542 (2.376462528234932) | > grad_norm_0: tensor(18.7542, device='cuda:0') (tensor(17.1274, device='cuda:0')) | > loss_gen: 2.3197739124298096 (2.4735507656455415) | > loss_kl: 2.0490169525146484 (2.0226831497883717) | > loss_feat: 6.029869079589844 (6.967216709285107) | > loss_mel: 15.17739200592041 (16.957292504295175) | > loss_duration: 2.214299440383911 (2.046256362427399) | > loss_1: 27.790353775024414 (30.466999609493516) | > grad_norm_1: tensor(92.1930, device='cuda:0') (tensor(200.2664, device='cuda:0')) | > current_lr_0: 0.00017943456206722874 | > current_lr_1: 0.00017943456206722874 | > step_time: 0.5175 (0.40232839090538636) | > loader_time: 0.0069 (0.004632973748117587)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5244007110595703 (2.5244007110595703) | > loss_disc_real_0: 0.23217198252677917 (0.23217198252677917) | > loss_disc_real_1: 0.1796320080757141 (0.1796320080757141) | > loss_disc_real_2: 0.3472142517566681 (0.3472142517566681) | > loss_disc_real_3: 0.2559381425380707 (0.2559381425380707) | > loss_disc_real_4: 0.2258998453617096 (0.2258998453617096) | > loss_disc_real_5: 0.24328701198101044 (0.24328701198101044) | > loss_0: 2.5244007110595703 (2.5244007110595703) | > loss_gen: 2.5336990356445312 (2.5336990356445312) | > loss_kl: 2.111909866333008 (2.111909866333008) | > loss_feat: 7.488268852233887 (7.488268852233887) | > loss_mel: 17.528602600097656 (17.528602600097656) | > loss_duration: 3.028376340866089 (3.028376340866089) | > loss_1: 32.69085693359375 (32.69085693359375)  --> STEP: 1 | > loss_disc: 2.630117654800415 (2.630117654800415) | > loss_disc_real_0: 0.22652673721313477 (0.22652673721313477) | > loss_disc_real_1: 0.24172206223011017 (0.24172206223011017) | > loss_disc_real_2: 0.2542826533317566 (0.2542826533317566) | > loss_disc_real_3: 0.21853086352348328 (0.21853086352348328) | > loss_disc_real_4: 0.21602654457092285 (0.21602654457092285) | > loss_disc_real_5: 0.23002995550632477 (0.23002995550632477) | > loss_0: 2.630117654800415 (2.630117654800415) | > loss_gen: 2.2542619705200195 (2.2542619705200195) | > loss_kl: 2.5781447887420654 (2.5781447887420654) | > loss_feat: 5.3846211433410645 (5.3846211433410645) | > loss_mel: 16.055707931518555 (16.055707931518555) | > loss_duration: 2.478701591491699 (2.478701591491699) | > loss_1: 28.75143814086914 (28.75143814086914)  --> STEP: 2 | > loss_disc: 2.2469375133514404 (2.4385275840759277) | > loss_disc_real_0: 0.051083605736494064 (0.13880517147481441) | > loss_disc_real_1: 0.1938280612230301 (0.21777506172657013) | > loss_disc_real_2: 0.18998032808303833 (0.22213149070739746) | > loss_disc_real_3: 0.23602406680583954 (0.2272774651646614) | > loss_disc_real_4: 0.19930855929851532 (0.20766755193471909) | > loss_disc_real_5: 0.1874750554561615 (0.20875250548124313) | > loss_0: 2.2469375133514404 (2.4385275840759277) | > loss_gen: 2.325796127319336 (2.2900290489196777) | > loss_kl: 2.332103967666626 (2.4551243782043457) | > loss_feat: 6.067367076873779 (5.725994110107422) | > loss_mel: 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2.3043341636657715 (2.359755039215088) | > loss_disc_real_0: 0.11916832625865936 (0.12180420104414225) | > loss_disc_real_1: 0.2032148838043213 (0.21706364676356316) | > loss_disc_real_2: 0.23441678285598755 (0.2229103408753872) | > loss_disc_real_3: 0.2205173820257187 (0.21454501897096634) | > loss_disc_real_4: 0.27100497484207153 (0.22256940603256226) | > loss_disc_real_5: 0.2620421350002289 (0.22237229347229004) | > loss_0: 2.3043341636657715 (2.359755039215088) | > loss_gen: 2.565032482147217 (2.408793807029724) | > loss_kl: 3.5432915687561035 (2.914285719394684) | > loss_feat: 6.841063022613525 (6.324857115745544) | > loss_mel: 16.92860221862793 (17.07871723175049) | > loss_duration: 2.3839058876037598 (2.4113669395446777) | > loss_1: 32.261898040771484 (31.13802146911621)  --> STEP: 5 | > loss_disc: 2.4342994689941406 (2.3746639251708985) | > loss_disc_real_0: 0.08758314698934555 (0.1149599902331829) | > loss_disc_real_1: 0.17996586859226227 (0.209644091129303) | > loss_disc_real_2: 0.3034459352493286 (0.23901745975017546) | > loss_disc_real_3: 0.2754988670349121 (0.22673578858375548) | > loss_disc_real_4: 0.19889207184314728 (0.21783393919467925) | > loss_disc_real_5: 0.21047712862491608 (0.21999326050281526) | > loss_0: 2.4342994689941406 (2.3746639251708985) | > loss_gen: 2.183452844619751 (2.3637256145477297) | > loss_kl: 2.750898838043213 (2.8816083431243897) | > loss_feat: 5.0127272605896 (6.062431144714355) | > loss_mel: 18.451404571533203 (17.35325469970703) | > loss_duration: 2.3348684310913086 (2.396067237854004) | > loss_1: 30.733352661132812 (31.057087707519532)  --> STEP: 6 | > loss_disc: 2.4820444583892822 (2.392560680707296) | > loss_disc_real_0: 0.081967294216156 (0.10946120756367843) | > loss_disc_real_1: 0.11123301088809967 (0.19324224442243576) | > loss_disc_real_2: 0.23832643032073975 (0.23890228817860285) | > loss_disc_real_3: 0.21277670562267303 (0.22440927475690842) | > loss_disc_real_4: 0.22212953865528107 (0.21854987243811289) | > loss_disc_real_5: 0.17919281125068665 (0.21319318562746048) | > loss_0: 2.4820444583892822 (2.392560680707296) | > loss_gen: 1.9379934072494507 (2.292770246664683) | > loss_kl: 3.0275845527648926 (2.9059377113978067) | > loss_feat: 7.4201812744140625 (6.28872283299764) | > loss_mel: 19.260517120361328 (17.671131769816082) | > loss_duration: 2.126988649368286 (2.3512208064397178) | > loss_1: 33.77326583862305 (31.50978406270345)  --> STEP: 7 | > loss_disc: 2.5316061973571777 (2.412424325942993) | > loss_disc_real_0: 0.08779048919677734 (0.10636539065412112) | > loss_disc_real_1: 0.1681702584028244 (0.18966053213391984) | > loss_disc_real_2: 0.28035447001457214 (0.2448240284408842) | > loss_disc_real_3: 0.25666236877441406 (0.22901685961655208) | > loss_disc_real_4: 0.25449761748313904 (0.22368526458740234) | > loss_disc_real_5: 0.22745908796787262 (0.2152311716760908) | > loss_0: 2.5316061973571777 (2.412424325942993) | > loss_gen: 2.210740327835083 (2.281051686831883) | > loss_kl: 4.644672393798828 (3.1543283803122386) | > loss_feat: 5.987764835357666 (6.245728833334787) | > loss_mel: 18.007328033447266 (17.719159807477677) | > loss_duration: 2.5587687492370605 (2.380870512553624) | > loss_1: 33.40927505493164 (31.78113991873605)  --> STEP: 8 | > loss_disc: 2.672849178314209 (2.444977432489395) | > loss_disc_real_0: 0.20577959716320038 (0.11879216646775603) | > loss_disc_real_1: 0.2430608570575714 (0.1963355727493763) | > loss_disc_real_2: 0.22814080119132996 (0.2427386250346899) | > loss_disc_real_3: 0.21445345878601074 (0.2271964345127344) | > loss_disc_real_4: 0.2572239637374878 (0.22787760198116302) | > loss_disc_real_5: 0.3516046702861786 (0.23227785900235176) | > loss_0: 2.672849178314209 (2.444977432489395) | > loss_gen: 2.175569772720337 (2.2678664475679398) | > loss_kl: 3.067906379699707 (3.143525630235672) | > loss_feat: 5.608260154724121 (6.166045248508453) | > loss_mel: 13.327607154846191 (17.170215725898743) | > loss_duration: 2.2804925441741943 (2.368323266506195) | > loss_1: 26.459835052490234 (31.115976810455322)  --> STEP: 9 | > loss_disc: 2.4610891342163086 (2.4467676215701633) | > loss_disc_real_0: 0.16657041013240814 (0.12410086020827293) | > loss_disc_real_1: 0.20936106145381927 (0.1977828492720922) | > loss_disc_real_2: 0.2731097638607025 (0.24611319601535797) | > loss_disc_real_3: 0.1761203110218048 (0.2215213096804089) | > loss_disc_real_4: 0.2521834373474121 (0.2305782503551907) | > loss_disc_real_5: 0.20311225950717926 (0.22903723683622149) | > loss_0: 2.4610891342163086 (2.4467676215701633) | > loss_gen: 2.4412789344787598 (2.287134501669142) | > loss_kl: 2.652888774871826 (3.0890104240841336) | > loss_feat: 10.471637725830078 (6.6444444126553) | > loss_mel: 18.302940368652344 (17.296074019538032) | > loss_duration: 2.1449015140533447 (2.343498627344767) | > loss_1: 36.013648986816406 (31.660162607828777)  --> STEP: 10 | > loss_disc: 2.6084094047546387 (2.4629317998886107) | > loss_disc_real_0: 0.1015445664525032 (0.12184523083269597) | > loss_disc_real_1: 0.1922624260187149 (0.19723080694675446) | > loss_disc_real_2: 0.21461579203605652 (0.24296345561742783) | > loss_disc_real_3: 0.24392223358154297 (0.2237614020705223) | > loss_disc_real_4: 0.30330291390419006 (0.23785071671009064) | > loss_disc_real_5: 0.38504478335380554 (0.24463799148797988) | > loss_0: 2.6084094047546387 (2.4629317998886107) | > loss_gen: 2.233232021331787 (2.2817442536354067) | > loss_kl: 2.7613470554351807 (3.0562440872192385) | > loss_feat: 5.440774440765381 (6.524077415466309) | > loss_mel: 14.753501892089844 (17.041816806793214) | > loss_duration: 2.3686299324035645 (2.346011757850647) | > loss_1: 27.557485580444336 (31.249894905090333)  --> STEP: 11 | > loss_disc: 2.3044238090515137 (2.4485219825397837) | > loss_disc_real_0: 0.1463381052017212 (0.12407185577533462) | > loss_disc_real_1: 0.17255939543247223 (0.19498795135454697) | > loss_disc_real_2: 0.2481738030910492 (0.24343712356957523) | > loss_disc_real_3: 0.2559278905391693 (0.22668562829494476) | > loss_disc_real_4: 0.2271568328142166 (0.23687854544682937) | > loss_disc_real_5: 0.23642440140247345 (0.24389130148020657) | > loss_0: 2.3044238090515137 (2.4485219825397837) | > loss_gen: 2.750286102294922 (2.3243389671499077) | > loss_kl: 3.752112627029419 (3.119504863565618) | > loss_feat: 7.847131252288818 (6.644355036995628) | > loss_mel: 17.315711975097656 (17.066716367548164) | > loss_duration: 2.5531203746795654 (2.3648398139260034) | > loss_1: 34.218360900878906 (31.51975545016202)  --> STEP: 12 | > loss_disc: 2.3003628253936768 (2.4361753861109414) | > loss_disc_real_0: 0.0425005778670311 (0.11727424928297599) | > loss_disc_real_1: 0.1858179271221161 (0.19422378266851106) | > loss_disc_real_2: 0.23485510051250458 (0.242721954981486) | > loss_disc_real_3: 0.2202959656715393 (0.22615315640966097) | > loss_disc_real_4: 0.2041889876127243 (0.23415441562732062) | > loss_disc_real_5: 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(3.09637581385099) | > loss_feat: 5.786890506744385 (6.462824894831731) | > loss_mel: 16.862220764160156 (16.90135618356558) | > loss_duration: 2.2798733711242676 (2.3528652007763204) | > loss_1: 30.343822479248047 (31.13335286653959)  --> STEP: 14 | > loss_disc: 2.3361897468566895 (2.441129207611084) | > loss_disc_real_0: 0.10571438074111938 (0.12324732728302479) | > loss_disc_real_1: 0.1746547967195511 (0.19585216151816504) | > loss_disc_real_2: 0.25094425678253174 (0.24880461607660567) | > loss_disc_real_3: 0.20613856613636017 (0.2252190113067627) | > loss_disc_real_4: 0.22329376637935638 (0.23294455983809062) | > loss_disc_real_5: 0.1792408525943756 (0.23798743528979166) | > loss_0: 2.3361897468566895 (2.441129207611084) | > loss_gen: 2.3296430110931396 (2.3206243429865157) | > loss_kl: 4.145938396453857 (3.1713445697511946) | > loss_feat: 7.294671058654785 (6.522242477961949) | > loss_mel: 18.381135940551758 (17.007054737636018) | > loss_duration: 2.4467411041259766 (2.359570622444153) | > loss_1: 34.59812927246094 (31.38083689553397)  --> STEP: 15 | > loss_disc: 2.189089298248291 (2.4243265469868978) | > loss_disc_real_0: 0.09582026302814484 (0.12141885633269946) | > loss_disc_real_1: 0.15939313173294067 (0.1934215595324834) | > loss_disc_real_2: 0.18386991322040558 (0.2444756358861923) | > loss_disc_real_3: 0.20569542050361633 (0.22391743858655294) | > loss_disc_real_4: 0.18899716436862946 (0.23001473347345988) | > loss_disc_real_5: 0.17562775313854218 (0.23383012314637502) | > loss_0: 2.189089298248291 (2.4243265469868978) | > loss_gen: 2.2529425621032715 (2.316112224260966) | > loss_kl: 3.410867691040039 (3.1873127778371173) | > loss_feat: 7.3278045654296875 (6.575946617126465) | > loss_mel: 18.270828247070312 (17.09130630493164) | > loss_duration: 2.4319159984588623 (2.3643936475118) | > loss_1: 33.694358825683594 (31.535071690877277)  --> STEP: 16 | > loss_disc: 2.569167375564575 (2.4333790987730026) | > loss_disc_real_0: 0.11323632299900055 (0.12090744799934328) | > loss_disc_real_1: 0.315555214881897 (0.20105491299182177) | > loss_disc_real_2: 0.25049224495887756 (0.24485167395323515) | > loss_disc_real_3: 0.26512131094932556 (0.22649268060922623) | > loss_disc_real_4: 0.26555493474006653 (0.2322359960526228) | > loss_disc_real_5: 0.3195233643054962 (0.2391859507188201) | > loss_0: 2.569167375564575 (2.4333790987730026) | > loss_gen: 2.555999517440796 (2.3311051800847054) | > loss_kl: 2.511530637741089 (3.1450763940811157) | > loss_feat: 6.901421546936035 (6.596288800239563) | > loss_mel: 15.38989543914795 (16.984968125820156) | > loss_duration: 2.38004469871521 (2.3653718382120132) | > loss_1: 29.738893508911133 (31.422810554504395)  --> STEP: 17 | > loss_disc: 2.462881565093994 (2.435114537968355) | > loss_disc_real_0: 0.1547630876302719 (0.12289895621292732) | > loss_disc_real_1: 0.1785501092672348 (0.19973110100802252) | > loss_disc_real_2: 0.31206005811691284 (0.24880510831580444) | > loss_disc_real_3: 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29.288677215576172 (31.236267375946046)  --> STEP: 21 | > loss_disc: 2.433940887451172 (2.4161851633162725) | > loss_disc_real_0: 0.1590835154056549 (0.12276485863895643) | > loss_disc_real_1: 0.22787690162658691 (0.19989441193285443) | > loss_disc_real_2: 0.24974660575389862 (0.24580136509168715) | > loss_disc_real_3: 0.2678350508213043 (0.22871240405809312) | > loss_disc_real_4: 0.2344670593738556 (0.22921045124530792) | > loss_disc_real_5: 0.23418006300926208 (0.2317893079348973) | > loss_0: 2.433940887451172 (2.4161851633162725) | > loss_gen: 2.388136148452759 (2.3315992639178322) | > loss_kl: 3.3258109092712402 (3.0320795604160855) | > loss_feat: 5.333840847015381 (6.485176790328253) | > loss_mel: 15.403285026550293 (16.909797123500272) | > loss_duration: 2.117856025695801 (2.350598380679176) | > loss_1: 28.568927764892578 (31.109251203991118)  --> STEP: 22 | > loss_disc: 2.490560293197632 (2.4195658510381524) | > loss_disc_real_0: 0.0950816422700882 (0.12150653062218969) | > loss_disc_real_1: 0.28875041007995605 (0.20393332093954086) | > loss_disc_real_2: 0.35874417424201965 (0.250935129143975) | > loss_disc_real_3: 0.2210671454668045 (0.22836489230394363) | > loss_disc_real_4: 0.24708856642246246 (0.2300230928442695) | > loss_disc_real_5: 0.3044704794883728 (0.23509299755096436) | > loss_0: 2.490560293197632 (2.4195658510381524) | > loss_gen: 2.5409913063049316 (2.3411170840263367) | > loss_kl: 2.1314597129821777 (2.9911422946236352) | > loss_feat: 6.976449489593506 (6.507507367567583) | > loss_mel: 17.225229263305664 (16.924134948036883) | > loss_duration: 2.198631525039673 (2.343690796331926) | > loss_1: 31.0727596282959 (31.107592496004973)  --> STEP: 23 | > loss_disc: 2.4364535808563232 (2.4203001001606816) | > loss_disc_real_0: 0.13432011008262634 (0.12206364277264346) | > loss_disc_real_1: 0.2085307389497757 (0.2041332086791163) | > loss_disc_real_2: 0.21872493624687195 (0.24953468597453574) | > loss_disc_real_3: 0.23138687014579773 (0.2284962826448938) | > loss_disc_real_4: 0.2538469135761261 (0.23105891113695892) | > loss_disc_real_5: 0.27139946818351746 (0.2366715397523797) | > loss_0: 2.4364535808563232 (2.4203001001606816) | > loss_gen: 2.2749223709106445 (2.3382390530213066) | > loss_kl: 2.8032169342041016 (2.9829716267793076) | > loss_feat: 7.214325428009033 (6.538238587586776) | > loss_mel: 17.200130462646484 (16.936134753019907) | > loss_duration: 2.3214569091796875 (2.3427241055861763) | > loss_1: 31.81405258178711 (31.138308151908543)  --> STEP: 24 | > loss_disc: 2.4137439727783203 (2.4200269281864166) | > loss_disc_real_0: 0.19018948078155518 (0.12490221935634811) | > loss_disc_real_1: 0.19349731504917145 (0.20369004644453526) | > loss_disc_real_2: 0.28492486476898193 (0.2510092767576377) | > loss_disc_real_3: 0.2361837923526764 (0.22881659554938474) | > loss_disc_real_4: 0.2577061951160431 (0.23216921463608742) | > loss_disc_real_5: 0.2615375518798828 (0.23770762359102568) | > loss_0: 2.4137439727783203 (2.4200269281864166) | > loss_gen: 2.5652241706848145 (2.347696766257286) | > loss_kl: 2.212303400039673 (2.950860450665156) | > loss_feat: 5.062617301940918 (6.476754367351532) | > loss_mel: 16.008975982666016 (16.897503137588494) | > loss_duration: 2.4474565982818604 (2.3470879594484964) | > loss_1: 28.29657745361328 (31.01990270614624)  --> STEP: 25 | > loss_disc: 2.2459261417388916 (2.4130628967285155) | > loss_disc_real_0: 0.06807991862297058 (0.12262932732701301) | > loss_disc_real_1: 0.16179227828979492 (0.20201413571834564) | > loss_disc_real_2: 0.23192407190799713 (0.25024586856365205) | > loss_disc_real_3: 0.1951177418231964 (0.2274686414003372) | > loss_disc_real_4: 0.18554170429706573 (0.23030411422252656) | > loss_disc_real_5: 0.27213382720947266 (0.23908467173576356) | > loss_0: 2.2459261417388916 (2.4130628967285155) | > loss_gen: 2.26723575592041 (2.344478325843811) | > loss_kl: 3.958237648010254 (2.99115553855896) | > loss_feat: 7.5699872970581055 (6.520483684539795) | > loss_mel: 16.11333465576172 (16.866136398315422) | > loss_duration: 2.4308485984802246 (2.3504383850097654) | > loss_1: 32.33964157104492 (31.072692260742187)  --> STEP: 26 | > loss_disc: 2.4398365020751953 (2.414092650780311) | > loss_disc_real_0: 0.2108682096004486 (0.12602313049137592) | > loss_disc_real_1: 0.1876324713230133 (0.20146099478006363) | > loss_disc_real_2: 0.21000732481479645 (0.24869823226561913) | > loss_disc_real_3: 0.16216623783111572 (0.2249570104938287) | > loss_disc_real_4: 0.3280925452709198 (0.23406520772438782) | > loss_disc_real_5: 0.28564247488975525 (0.24087535647245553) | > loss_0: 2.4398365020751953 (2.414092650780311) | > loss_gen: 2.5251779556274414 (2.35142831160472) | > loss_kl: 2.647618293762207 (2.977942567605239) | > loss_feat: 13.114439964294434 (6.774097387607281) | > loss_mel: 17.96964454650879 (16.908579019399784) | > loss_duration: 2.2864480018615723 (2.3479772164271426) | > loss_1: 38.543331146240234 (31.360024525569035) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023552179336547856 (-0.0001753385250384985) | > avg_loss_disc: 2.414092650780311 (+0.0039111926005444) | > avg_loss_disc_real_0: 0.12602313049137592 (-0.015526440424414756) | > avg_loss_disc_real_1: 0.20146099478006363 (+0.03701406201490989) | > avg_loss_disc_real_2: 0.24869823226561913 (+0.012624629414998562) | > avg_loss_disc_real_3: 0.2249570104938287 (+0.01594817581085059) | > avg_loss_disc_real_4: 0.23406520772438782 (-0.008055430192213803) | > avg_loss_disc_real_5: 0.24087535647245553 (-0.002459496259689331) | > avg_loss_0: 2.414092650780311 (+0.0039111926005444) | > avg_loss_gen: 2.35142831160472 (+0.017997810473808773) | > avg_loss_kl: 2.977942567605239 (+0.030571479063767892) | > avg_loss_feat: 6.774097387607281 (-0.45231153414799685) | > avg_loss_mel: 16.908579019399784 (-0.20844144087572047) | > avg_loss_duration: 2.3479772164271426 (-0.024263308598445388) | > avg_loss_1: 31.360024525569035 (-0.6364468794602622)  > EPOCH: 869/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:44:25)   --> TIME: 2024-06-12 05:44:28 -- STEP: 4/330 -- GLOBAL_STEP: 374775 | > loss_disc: 2.201024055480957 (2.2282841205596924) | > loss_disc_real_0: 0.07908859103918076 (0.08655811101198196) | > loss_disc_real_1: 0.18937020003795624 (0.19785121828317642) | > loss_disc_real_2: 0.17722055315971375 (0.18363528326153755) | > loss_disc_real_3: 0.207410991191864 (0.20942934975028038) | > loss_disc_real_4: 0.2326202541589737 (0.2263016365468502) | > loss_disc_real_5: 0.2259335219860077 (0.2164102867245674) | > loss_0: 2.201024055480957 (2.2282841205596924) | > grad_norm_0: tensor(3.8602, device='cuda:0') (tensor(5.6792, device='cuda:0')) | > loss_gen: 2.5002923011779785 (2.568320095539093) | > loss_kl: 1.900891900062561 (1.8076107800006866) | > loss_feat: 7.455927848815918 (7.119516968727112) | > loss_mel: 18.220041275024414 (17.972727298736572) | > loss_duration: 2.133610248565674 (2.1506754755973816) | > loss_1: 32.21076583862305 (31.61885166168213) | > grad_norm_1: tensor(35.8174, device='cuda:0') (tensor(59.2330, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3597 (0.3847833275794983) | > loader_time: 0.0036 (0.003291487693786621)  --> TIME: 2024-06-12 05:44:37 -- STEP: 29/330 -- GLOBAL_STEP: 374800 | > loss_disc: 2.3342478275299072 (2.3121683268711486) | > loss_disc_real_0: 0.09618595987558365 (0.09850986096365698) | > loss_disc_real_1: 0.18502658605575562 (0.1921812362712005) | > loss_disc_real_2: 0.23946604132652283 (0.205990269780159) | > loss_disc_real_3: 0.22161629796028137 (0.22477159828975282) | > loss_disc_real_4: 0.24702726304531097 (0.2316891098844594) | > loss_disc_real_5: 0.2188110649585724 (0.22184075260984487) | > loss_0: 2.3342478275299072 (2.3121683268711486) | > grad_norm_0: tensor(5.7470, device='cuda:0') (tensor(7.0916, device='cuda:0')) | > loss_gen: 2.5456860065460205 (2.5080783284943684) | > loss_kl: 1.896239161491394 (1.8875939311652348) | > loss_feat: 6.674957275390625 (7.04807789572354) | > loss_mel: 17.11174201965332 (17.35953044891357) | > loss_duration: 1.954409122467041 (2.007489229070729) | > loss_1: 30.183032989501953 (30.81077010056068) | > grad_norm_1: tensor(67.7678, device='cuda:0') (tensor(67.8887, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3456 (0.35757035222546807) | > loader_time: 0.0032 (0.003226477524329876)  --> TIME: 2024-06-12 05:44:46 -- STEP: 54/330 -- GLOBAL_STEP: 374825 | > loss_disc: 2.360539674758911 (2.3254870529528016) | > loss_disc_real_0: 0.09535719454288483 (0.10304223345937552) | > loss_disc_real_1: 0.22071856260299683 (0.19371698989912314) | > loss_disc_real_2: 0.21827450394630432 (0.20577839099698597) | > loss_disc_real_3: 0.22183148562908173 (0.22638867133193546) | > loss_disc_real_4: 0.22722281515598297 (0.2314394889054475) | > loss_disc_real_5: 0.20451541244983673 (0.22223238674578843) | > loss_0: 2.360539674758911 (2.3254870529528016) | > grad_norm_0: tensor(4.4407, device='cuda:0') (tensor(7.8054, device='cuda:0')) | > loss_gen: 2.5146915912628174 (2.491769274075826) | > loss_kl: 2.055389404296875 (1.921136165106738) | > loss_feat: 7.424561023712158 (6.989290193275169) | > loss_mel: 17.5968017578125 (17.251175792128954) | > loss_duration: 1.9594762325286865 (1.9883361149717256) | > loss_1: 31.550920486450195 (30.641707702919287) | > grad_norm_1: tensor(64.8698, device='cuda:0') (tensor(74.2540, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3901 (0.35967584451039625) | > loader_time: 0.0034 (0.0033195504435786496)  --> TIME: 2024-06-12 05:44:55 -- STEP: 79/330 -- GLOBAL_STEP: 374850 | > loss_disc: 2.321035861968994 (2.339746182477927) | > loss_disc_real_0: 0.1339217722415924 (0.10547454645739326) | > loss_disc_real_1: 0.19433870911598206 (0.19420703736287126) | > loss_disc_real_2: 0.21831771731376648 (0.20739366830904274) | > loss_disc_real_3: 0.2171655297279358 (0.22883861106407793) | > loss_disc_real_4: 0.24010275304317474 (0.23222281981872606) | > loss_disc_real_5: 0.24852682650089264 (0.22364045868191537) | > loss_0: 2.321035861968994 (2.339746182477927) | > grad_norm_0: tensor(10.5536, device='cuda:0') (tensor(7.9486, device='cuda:0')) | > loss_gen: 2.58432936668396 (2.4860197109512137) | > loss_kl: 2.0691025257110596 (1.9553585158118718) | > loss_feat: 7.065448760986328 (6.990955503681038) | > loss_mel: 17.569053649902344 (17.248044231269937) | > loss_duration: 1.9328558444976807 (1.9811726129507714) | > loss_1: 31.22079086303711 (30.66155076328712) | > grad_norm_1: tensor(51.5428, device='cuda:0') (tensor(75.0163, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3704 (0.3608392311047903) | > loader_time: 0.0042 (0.003470973123477984)  --> TIME: 2024-06-12 05:45:05 -- STEP: 104/330 -- GLOBAL_STEP: 374875 | > loss_disc: 2.3186566829681396 (2.3412395807412953) | > loss_disc_real_0: 0.12190744280815125 (0.10789737255813983) | > loss_disc_real_1: 0.19164882600307465 (0.1941166968586353) | > loss_disc_real_2: 0.20736642181873322 (0.20729541305739146) | > loss_disc_real_3: 0.21295355260372162 (0.227866779296444) | > loss_disc_real_4: 0.22227731347084045 (0.23151303354937297) | > loss_disc_real_5: 0.2208457589149475 (0.22310842530658612) | > loss_0: 2.3186566829681396 (2.3412395807412953) | > grad_norm_0: tensor(10.1563, device='cuda:0') (tensor(8.0234, device='cuda:0')) | > loss_gen: 2.4706521034240723 (2.4769844160630146) | > loss_kl: 2.0854012966156006 (1.9635443160167108) | > loss_feat: 7.30967378616333 (6.961792331475478) | > loss_mel: 16.641834259033203 (17.17684594484475) | > loss_duration: 2.042585611343384 (1.983615336509851) | > loss_1: 30.550146102905273 (30.562782489336453) | > grad_norm_1: tensor(148.3348, device='cuda:0') (tensor(81.4496, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3577 (0.36175405979156494) | > loader_time: 0.0052 (0.003583937883377075)  --> TIME: 2024-06-12 05:45:14 -- STEP: 129/330 -- GLOBAL_STEP: 374900 | > loss_disc: 2.3639397621154785 (2.346355599026347) | > loss_disc_real_0: 0.10158944129943848 (0.10860132073709207) | > loss_disc_real_1: 0.16864018142223358 (0.19446272177751675) | > loss_disc_real_2: 0.22957812249660492 (0.20771476487780727) | > loss_disc_real_3: 0.21802084147930145 (0.2284977440686189) | > loss_disc_real_4: 0.20590507984161377 (0.23195833556873854) | > loss_disc_real_5: 0.21546079218387604 (0.22394028456174125) | > loss_0: 2.3639397621154785 (2.346355599026347) | > grad_norm_0: tensor(10.3680, device='cuda:0') (tensor(8.3295, device='cuda:0')) | > loss_gen: 2.4376745223999023 (2.472881492718245) | > loss_kl: 2.025817394256592 (1.9723002097403357) | > loss_feat: 6.830303192138672 (6.960506398548452) | > loss_mel: 17.462507247924805 (17.17820277694583) | > loss_duration: 1.9761321544647217 (1.9869384100270826) | > loss_1: 30.732433319091797 (30.570829376693844) | > grad_norm_1: tensor(86.5960, device='cuda:0') (tensor(85.0796, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.4045 (0.36417872221894965) | > loader_time: 0.0047 (0.0037003080974253575)  --> TIME: 2024-06-12 05:45:24 -- STEP: 154/330 -- GLOBAL_STEP: 374925 | > loss_disc: 2.400033950805664 (2.354990005493164) | > loss_disc_real_0: 0.110772043466568 (0.10994870510774774) | > loss_disc_real_1: 0.2265806794166565 (0.19505536933610965) | > loss_disc_real_2: 0.19649696350097656 (0.20892685322792498) | > loss_disc_real_3: 0.25379884243011475 (0.22965236027519426) | > loss_disc_real_4: 0.2616923749446869 (0.23203737627376209) | > loss_disc_real_5: 0.21480616927146912 (0.22407537485871995) | > loss_0: 2.400033950805664 (2.354990005493164) | > grad_norm_0: tensor(7.7351, device='cuda:0') (tensor(8.5420, device='cuda:0')) | > loss_gen: 2.4405481815338135 (2.468171656905831) | > loss_kl: 1.8572757244110107 (1.981443546035073) | > loss_feat: 6.910370826721191 (6.9431939496622475) | > loss_mel: 17.31241798400879 (17.186276268649408) | > loss_duration: 2.0016837120056152 (1.9902952878506153) | > loss_1: 30.522296905517578 (30.569380822119776) | > grad_norm_1: tensor(78.5322, device='cuda:0') (tensor(86.2607, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3829 (0.36876940417599374) | > loader_time: 0.0043 (0.003811162787598449)  --> TIME: 2024-06-12 05:45:35 -- STEP: 179/330 -- GLOBAL_STEP: 374950 | > loss_disc: 2.350741386413574 (2.3607579689452094) | > loss_disc_real_0: 0.09327732026576996 (0.11162933861243658) | > loss_disc_real_1: 0.1711433082818985 (0.19529432025035667) | > loss_disc_real_2: 0.2490905374288559 (0.20978994409465257) | > loss_disc_real_3: 0.21965791285037994 (0.22943805865735314) | > loss_disc_real_4: 0.2634066343307495 (0.2325231960698879) | > loss_disc_real_5: 0.22025346755981445 (0.22391876986239875) | > loss_0: 2.350741386413574 (2.3607579689452094) | > grad_norm_0: tensor(7.7547, device='cuda:0') (tensor(8.7782, device='cuda:0')) | > loss_gen: 2.498997211456299 (2.461829563758893) | > loss_kl: 2.0443310737609863 (1.9902835052106633) | > loss_feat: 7.225534439086914 (6.929139528860595) | > loss_mel: 16.813608169555664 (17.148186992666563) | > loss_duration: 2.0485775470733643 (1.9975221290268712) | > loss_1: 30.63104820251465 (30.526961864705857) | > grad_norm_1: tensor(174.8743, device='cuda:0') (tensor(89.0359, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.3904 (0.37301217111129337) | > loader_time: 0.0051 (0.00392251174543157)  --> TIME: 2024-06-12 05:45:45 -- STEP: 204/330 -- GLOBAL_STEP: 374975 | > loss_disc: 2.4225502014160156 (2.364938010187709) | > loss_disc_real_0: 0.0675797313451767 (0.11337946932397637) | > loss_disc_real_1: 0.18943198025226593 (0.19584349783904412) | > loss_disc_real_2: 0.20393690466880798 (0.2095036541714388) | > loss_disc_real_3: 0.22647802531719208 (0.2300432718121538) | > loss_disc_real_4: 0.2057763785123825 (0.23272111354505315) | > loss_disc_real_5: 0.20742307603359222 (0.2247082303259887) | > loss_0: 2.4225502014160156 (2.364938010187709) | > grad_norm_0: tensor(15.8258, device='cuda:0') (tensor(9.7511, device='cuda:0')) | > loss_gen: 2.4273295402526855 (2.460887989577125) | > loss_kl: 2.1856300830841064 (1.997987257499321) | > loss_feat: 7.850622653961182 (6.932011286417644) | > loss_mel: 17.67885971069336 (17.124024143405986) | > loss_duration: 2.00773286819458 (2.0060589593999523) | > loss_1: 32.150177001953125 (30.520969774208815) | > grad_norm_1: tensor(136.3595, device='cuda:0') (tensor(101.7146, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.4049 (0.37831104853573966) | > loader_time: 0.0048 (0.004093614279055128)  --> TIME: 2024-06-12 05:45:56 -- STEP: 229/330 -- GLOBAL_STEP: 375000 | > loss_disc: 2.2339069843292236 (2.366954281861084) | > loss_disc_real_0: 0.10601896047592163 (0.1140306886757305) | > loss_disc_real_1: 0.18143774569034576 (0.19626259959941347) | > loss_disc_real_2: 0.17521952092647552 (0.2099872076615496) | > loss_disc_real_3: 0.24743929505348206 (0.23040909167200196) | > loss_disc_real_4: 0.21273772418498993 (0.2324416287340972) | > loss_disc_real_5: 0.19425588846206665 (0.22406483633549454) | > loss_0: 2.2339069843292236 (2.366954281861084) | > grad_norm_0: tensor(13.3321, device='cuda:0') (tensor(11.1002, device='cuda:0')) | > loss_gen: 2.6789281368255615 (2.467447080986989) | > loss_kl: 2.1015331745147705 (2.00434047686481) | > loss_feat: 7.419014930725098 (6.9448881149292) | > loss_mel: 16.869319915771484 (17.08744968597545) | > loss_duration: 2.103423595428467 (2.015385730818369) | > loss_1: 31.17222023010254 (30.519511235332907) | > grad_norm_1: tensor(418.0951, device='cuda:0') (tensor(122.8395, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.424 (0.3810877560528085) | > loader_time: 0.0056 (0.00419610035992085) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_375000.pth  --> TIME: 2024-06-12 05:46:11 -- STEP: 254/330 -- GLOBAL_STEP: 375025 | > loss_disc: 2.3276352882385254 (2.371553830274446) | > loss_disc_real_0: 0.1018066257238388 (0.11555466243601221) | > loss_disc_real_1: 0.18825049698352814 (0.19679660573015062) | > loss_disc_real_2: 0.24504968523979187 (0.2108785468410319) | > loss_disc_real_3: 0.27272263169288635 (0.23049779160050896) | > loss_disc_real_4: 0.23639345169067383 (0.23241296046831478) | > loss_disc_real_5: 0.22311782836914062 (0.22353693115429615) | > loss_0: 2.3276352882385254 (2.371553830274446) | > grad_norm_0: tensor(18.3255, device='cuda:0') (tensor(13.5724, device='cuda:0')) | > loss_gen: 2.773824453353882 (2.4720753084017537) | > loss_kl: 1.8891189098358154 (2.0092018941256) | > loss_feat: 7.1950602531433105 (6.9403950473455005) | > loss_mel: 17.166460037231445 (17.032321227817082) | > loss_duration: 2.0652644634246826 (2.0229714010644138) | > loss_1: 31.0897274017334 (30.476964988107756) | > grad_norm_1: tensor(530.9639, device='cuda:0') (tensor(150.4728, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.4252 (0.38533362441175567) | > loader_time: 0.0054 (0.004332107821787436)  --> TIME: 2024-06-12 05:46:23 -- STEP: 279/330 -- GLOBAL_STEP: 375050 | > loss_disc: 2.445539951324463 (2.3739948238523203) | > loss_disc_real_0: 0.1962442249059677 (0.11672146751889191) | > loss_disc_real_1: 0.1936337947845459 (0.19669741306680935) | > loss_disc_real_2: 0.22325998544692993 (0.2104922952831432) | > loss_disc_real_3: 0.23612849414348602 (0.2304930922485167) | > loss_disc_real_4: 0.23944184184074402 (0.23267960324082324) | > loss_disc_real_5: 0.22754691541194916 (0.22365992209176438) | > loss_0: 2.445539951324463 (2.3739948238523203) | > grad_norm_0: tensor(45.0448, device='cuda:0') (tensor(15.5142, device='cuda:0')) | > loss_gen: 2.6702332496643066 (2.472109751889355) | > loss_kl: 2.00950026512146 (2.01704414557385) | > loss_feat: 7.022540092468262 (6.949221886187047) | > loss_mel: 15.706950187683105 (16.993999064182294) | > loss_duration: 2.1132724285125732 (2.0327066281363093) | > loss_1: 29.52249526977539 (30.465081601159973) | > grad_norm_1: tensor(422.5127, device='cuda:0') (tensor(175.1556, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.4503 (0.3903627096538475) | > loader_time: 0.0068 (0.004501629901188676)  --> TIME: 2024-06-12 05:46:35 -- STEP: 304/330 -- GLOBAL_STEP: 375075 | > loss_disc: 2.4599812030792236 (2.375037083500311) | > loss_disc_real_0: 0.12221378833055496 (0.11809860486047048) | > loss_disc_real_1: 0.1824047714471817 (0.19679630866372283) | > loss_disc_real_2: 0.21689286828041077 (0.21046146201459984) | > loss_disc_real_3: 0.24174828827381134 (0.23044984464190507) | > loss_disc_real_4: 0.26532360911369324 (0.23314506183133313) | > loss_disc_real_5: 0.2567899525165558 (0.22377014812082058) | > loss_0: 2.4599812030792236 (2.375037083500311) | > grad_norm_0: tensor(26.2753, device='cuda:0') (tensor(16.1488, device='cuda:0')) | > loss_gen: 2.4366538524627686 (2.4689678596822833) | > loss_kl: 2.0954365730285645 (2.0233704777140344) | > loss_feat: 7.876311302185059 (6.960882646472835) | > loss_mel: 17.1951961517334 (16.956496731231088) | > loss_duration: 2.1884560585021973 (2.0439013321148716) | > loss_1: 31.79205322265625 (30.453619160150225) | > grad_norm_1: tensor(297.0595, device='cuda:0') (tensor(184.0691, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 0.4674 (0.3975308176718259) | > loader_time: 0.0068 (0.004688948392868044)  --> TIME: 2024-06-12 05:47:04 -- STEP: 329/330 -- GLOBAL_STEP: 375100 | > loss_disc: 2.4909324645996094 (2.382439914083046) | > loss_disc_real_0: 0.13155721127986908 (0.11980127402804905) | > loss_disc_real_1: 0.16791899502277374 (0.19883200730052775) | > loss_disc_real_2: 0.1810295432806015 (0.21091990444616707) | > loss_disc_real_3: 0.22012285888195038 (0.2306141275855908) | > loss_disc_real_4: 0.24227535724639893 (0.23317203636770914) | > loss_disc_real_5: 0.2539701461791992 (0.22428985374857957) | > loss_0: 2.4909324645996094 (2.382439914083046) | > grad_norm_0: tensor(8.8395, device='cuda:0') (tensor(16.0588, device='cuda:0')) | > loss_gen: 2.3927173614501953 (2.4654550421926382) | > loss_kl: 2.2817299365997314 (2.033408775880342) | > loss_feat: 10.520919799804688 (7.052965646819145) | > loss_mel: 18.352933883666992 (16.950414063358007) | > loss_duration: 2.2936336994171143 (2.058722044559234) | > loss_1: 35.84193420410156 (30.56096566846668) | > grad_norm_1: tensor(75.1285, device='cuda:0') (tensor(182.7604, device='cuda:0')) | > current_lr_0: 0.00017941213274697034 | > current_lr_1: 0.00017941213274697034 | > step_time: 14.3336 (0.45321331343027577) | > loader_time: 0.0354 (0.005157048941383245)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.664992094039917 (2.664992094039917) | > loss_disc_real_0: 0.17992053925991058 (0.17992053925991058) | > loss_disc_real_1: 0.17533253133296967 (0.17533253133296967) | > loss_disc_real_2: 0.27190861105918884 (0.27190861105918884) | > loss_disc_real_3: 0.2454248070716858 (0.2454248070716858) | > loss_disc_real_4: 0.2681005895137787 (0.2681005895137787) | > loss_disc_real_5: 0.301965594291687 (0.301965594291687) | > loss_0: 2.664992094039917 (2.664992094039917) | > loss_gen: 2.2879152297973633 (2.2879152297973633) | > loss_kl: 2.287959337234497 (2.287959337234497) | > loss_feat: 5.863143444061279 (5.863143444061279) | > loss_mel: 15.93738842010498 (15.93738842010498) | > loss_duration: 2.9236574172973633 (2.9236574172973633) | > loss_1: 29.300064086914062 (29.300064086914062)  --> STEP: 1 | > loss_disc: 2.3293235301971436 (2.3293235301971436) | > loss_disc_real_0: 0.08699828386306763 (0.08699828386306763) | > loss_disc_real_1: 0.16378280520439148 (0.16378280520439148) | > loss_disc_real_2: 0.27487853169441223 (0.27487853169441223) | > loss_disc_real_3: 0.2353275865316391 (0.2353275865316391) | > loss_disc_real_4: 0.22570830583572388 (0.22570830583572388) | > loss_disc_real_5: 0.24927417933940887 (0.24927417933940887) | > loss_0: 2.3293235301971436 (2.3293235301971436) | > loss_gen: 2.512470245361328 (2.512470245361328) | > loss_kl: 3.260989189147949 (3.260989189147949) | > loss_feat: 7.0901923179626465 (7.0901923179626465) | > loss_mel: 19.195308685302734 (19.195308685302734) | > loss_duration: 2.4877374172210693 (2.4877374172210693) | > loss_1: 34.546695709228516 (34.546695709228516)  --> STEP: 2 | > loss_disc: 2.4245662689208984 (2.376944899559021) | > loss_disc_real_0: 0.06933265179395676 (0.07816546782851219) | > loss_disc_real_1: 0.21803106367588043 (0.19090693444013596) | > loss_disc_real_2: 0.3262002468109131 (0.30053938925266266) | > loss_disc_real_3: 0.2933012843132019 (0.2643144354224205) | > loss_disc_real_4: 0.23985430598258972 (0.2327813059091568) | > loss_disc_real_5: 0.26100510358810425 (0.25513964146375656) | > loss_0: 2.4245662689208984 (2.376944899559021) | > loss_gen: 2.438750982284546 (2.475610613822937) | > loss_kl: 3.147367000579834 (3.2041780948638916) | > loss_feat: 5.703509330749512 (6.396850824356079) | > loss_mel: 17.347883224487305 (18.27159595489502) | > loss_duration: 2.4438045024871826 (2.465770959854126) | > loss_1: 31.081314086914062 (32.81400489807129)  --> STEP: 3 | > loss_disc: 2.4311437606811523 (2.3950111865997314) | > loss_disc_real_0: 0.16863290965557098 (0.10832128177086513) | > loss_disc_real_1: 0.16163772344589233 (0.1811505307753881) | > loss_disc_real_2: 0.33502036333084106 (0.3120330472787221) | > loss_disc_real_3: 0.2055196613073349 (0.24471617738405863) | > loss_disc_real_4: 0.24547255039215088 (0.2370117207368215) | > loss_disc_real_5: 0.24816806614398956 (0.25281578302383423) | > loss_0: 2.4311437606811523 (2.3950111865997314) | > loss_gen: 2.443549871444702 (2.464923699696859) | > loss_kl: 3.15084171295166 (3.186399300893148) | > loss_feat: 5.726814270019531 (6.1735053062438965) | > loss_mel: 16.057844161987305 (17.53367869059245) | > loss_duration: 2.3891963958740234 (2.440246105194092) | > loss_1: 29.768247604370117 (31.798752466837566)  --> STEP: 4 | > loss_disc: 2.4372949600219727 (2.4055821299552917) | > loss_disc_real_0: 0.14680401980876923 (0.11794196628034115) | > loss_disc_real_1: 0.10899989306926727 (0.16311287134885788) | > loss_disc_real_2: 0.2163790762424469 (0.2881195545196533) | > loss_disc_real_3: 0.2740738093852997 (0.2520555853843689) | > loss_disc_real_4: 0.24874605238437653 (0.23994530364871025) | > loss_disc_real_5: 0.25651800632476807 (0.2537413388490677) | > loss_0: 2.4372949600219727 (2.4055821299552917) | > loss_gen: 2.3020071983337402 (2.424194574356079) | > loss_kl: 4.169902324676514 (3.4322750568389893) | > loss_feat: 7.461090087890625 (6.495401501655579) | > loss_mel: 17.4403133392334 (17.510337352752686) | > loss_duration: 2.4678404331207275 (2.4471446871757507) | > loss_1: 33.841156005859375 (32.30935335159302)  --> STEP: 5 | > loss_disc: 2.3694543838500977 (2.398356580734253) | > loss_disc_real_0: 0.18264061212539673 (0.13088169544935227) | > loss_disc_real_1: 0.21905653178691864 (0.17430160343647003) | > loss_disc_real_2: 0.23338881134986877 (0.2771734058856964) | > loss_disc_real_3: 0.2094225287437439 (0.2435289740562439) | > loss_disc_real_4: 0.1789834201335907 (0.22775292694568633) | > loss_disc_real_5: 0.18190932273864746 (0.23937493562698364) | > loss_0: 2.3694543838500977 (2.398356580734253) | > loss_gen: 2.2053778171539307 (2.3804312229156492) | > loss_kl: 2.8053038120269775 (3.306880807876587) | > loss_feat: 4.756845474243164 (6.147690296173096) | > loss_mel: 18.37127113342285 (17.682524108886717) | > loss_duration: 2.3435750007629395 (2.4264307498931883) | > loss_1: 30.482372283935547 (31.943957138061524)  --> STEP: 6 | > loss_disc: 2.5634467601776123 (2.4258716106414795) | > loss_disc_real_0: 0.1165335476398468 (0.12849033748110136) | > loss_disc_real_1: 0.15203483402729034 (0.17059047520160675) | > loss_disc_real_2: 0.24056413769721985 (0.271071861187617) | > loss_disc_real_3: 0.23196008801460266 (0.24160082638263702) | > loss_disc_real_4: 0.2570803761482239 (0.23264083514610925) | > loss_disc_real_5: 0.22888997197151184 (0.237627441684405) | > loss_0: 2.5634467601776123 (2.4258716106414795) | > loss_gen: 1.9584205150604248 (2.310096104939779) | > loss_kl: 3.0750861167907715 (3.268248359362284) | > loss_feat: 5.3206048011779785 (6.009842713673909) | > loss_mel: 18.727521896362305 (17.856690406799316) | > loss_duration: 2.214348316192627 (2.3910836776097617) | > loss_1: 31.29598045349121 (31.835961023966473)  --> STEP: 7 | > loss_disc: 2.62949538230896 (2.454960720879691) | > loss_disc_real_0: 0.13567614555358887 (0.1295168814914567) | > loss_disc_real_1: 0.2300211638212204 (0.17908057357583726) | > loss_disc_real_2: 0.22719025611877441 (0.2648030604634966) | > loss_disc_real_3: 0.2547922134399414 (0.2434853102479662) | > loss_disc_real_4: 0.24031391739845276 (0.2337369897535869) | > loss_disc_real_5: 0.2628471553325653 (0.24123025791985647) | > loss_0: 2.62949538230896 (2.454960720879691) | > loss_gen: 2.1433327198028564 (2.2862727642059326) | > loss_kl: 4.184030532836914 (3.3990743841443742) | > loss_feat: 6.071774005889893 (6.018690041133335) | > loss_mel: 16.574260711669922 (17.673486164637975) | > loss_duration: 2.498237133026123 (2.4063913140978133) | > loss_1: 31.471635818481445 (31.78391456604004)  --> STEP: 8 | > loss_disc: 2.5420639514923096 (2.4658486247062683) | > loss_disc_real_0: 0.17355668544769287 (0.13502185698598623) | > loss_disc_real_1: 0.26003938913345337 (0.18920042552053928) | > loss_disc_real_2: 0.20104840397834778 (0.256833728402853) | > loss_disc_real_3: 0.27557820081710815 (0.24749692156910896) | > loss_disc_real_4: 0.27647697925567627 (0.23907948844134808) | > loss_disc_real_5: 0.2282554656267166 (0.239608408883214) | > loss_0: 2.5420639514923096 (2.4658486247062683) | > loss_gen: 2.459083318710327 (2.307874083518982) | > loss_kl: 2.549107551574707 (3.292828530073166) | > loss_feat: 4.254383563995361 (5.798151731491089) | > loss_mel: 13.855179786682129 (17.196197867393494) | > loss_duration: 2.2665624618530273 (2.388912707567215) | > loss_1: 25.384315490722656 (30.983964681625366)  --> STEP: 9 | > loss_disc: 2.496610164642334 (2.4692665735880532) | > loss_disc_real_0: 0.11302825808525085 (0.13257812377479342) | > loss_disc_real_1: 0.15517711639404297 (0.18542005783981746) | > loss_disc_real_2: 0.25600573420524597 (0.2567417290475633) | > loss_disc_real_3: 0.23839248716831207 (0.2464853177467982) | > loss_disc_real_4: 0.24766197800636292 (0.2400330983930164) | > loss_disc_real_5: 0.26505839824676514 (0.24243618547916412) | > loss_0: 2.496610164642334 (2.4692665735880532) | > loss_gen: 2.188337802886963 (2.294592274559869) | > loss_kl: 2.8943285942077637 (3.2485507594214544) | > loss_feat: 8.31294059753418 (6.077572716606988) | > loss_mel: 18.390920639038086 (17.32894484202067) | > loss_duration: 2.2340292930603027 (2.371703439288669) | > loss_1: 34.02055740356445 (31.32136387295193)  --> STEP: 10 | > loss_disc: 2.4151203632354736 (2.4638519525527953) | > loss_disc_real_0: 0.08737177401781082 (0.12805748879909515) | > loss_disc_real_1: 0.20570138096809387 (0.1874481901526451) | > loss_disc_real_2: 0.23758046329021454 (0.25482560247182845) | > loss_disc_real_3: 0.27664753794670105 (0.2495015397667885) | > loss_disc_real_4: 0.23972244560718536 (0.2400020331144333) | > loss_disc_real_5: 0.26938194036483765 (0.24513076096773148) | > loss_0: 2.4151203632354736 (2.4638519525527953) | > loss_gen: 2.4205996990203857 (2.3071930170059205) | > loss_kl: 2.891605854034424 (3.2128562688827516) | > loss_feat: 6.09353494644165 (6.0791689395904545) | > loss_mel: 16.561616897583008 (17.252212047576904) | > loss_duration: 2.3926239013671875 (2.373795485496521) | > loss_1: 30.3599796295166 (31.2252254486084)  --> STEP: 11 | > loss_disc: 2.2879366874694824 (2.4478596557270396) | > loss_disc_real_0: 0.10135108977556229 (0.12562963434241034) | > loss_disc_real_1: 0.17858456075191498 (0.18664240566166965) | > loss_disc_real_2: 0.29390203952789307 (0.2583780058405616) | > loss_disc_real_3: 0.1853715479373932 (0.24367154050957074) | > loss_disc_real_4: 0.20346425473690033 (0.23668041689829392) | > loss_disc_real_5: 0.2602572739124298 (0.2465058985081586) | > loss_0: 2.2879366874694824 (2.4478596557270396) | > loss_gen: 2.5156733989715576 (2.3261457790027964) | > loss_kl: 3.740281105041504 (3.26080398126082) | > loss_feat: 7.146356105804443 (6.176185954700816) | > loss_mel: 17.728059768676758 (17.295470931313254) | > loss_duration: 2.5338189601898193 (2.3883430741050025) | > loss_1: 33.664188385009766 (31.446949351917613)  --> STEP: 12 | > loss_disc: 2.4417600631713867 (2.447351356347402) | > loss_disc_real_0: 0.07730977982282639 (0.12160297979911168) | > loss_disc_real_1: 0.2077639400959015 (0.18840253353118896) | > loss_disc_real_2: 0.2559989094734192 (0.2581797478099664) | > loss_disc_real_3: 0.2877626419067383 (0.2473457989593347) | > loss_disc_real_4: 0.227120041847229 (0.23588371897737184) | > loss_disc_real_5: 0.2486099898815155 (0.24668123945593834) | > loss_0: 2.4417600631713867 (2.447351356347402) | > loss_gen: 2.1982290744781494 (2.3154860536257424) | > loss_kl: 2.7488720417022705 (3.2181429862976074) | > loss_feat: 6.308651447296143 (6.187224745750427) | > loss_mel: 16.85345458984375 (17.258636236190796) | > loss_duration: 2.2823805809020996 (2.379512866338094) | > loss_1: 30.39158821105957 (31.359002590179443)  --> STEP: 13 | > loss_disc: 2.3057923316955566 (2.4364622006049523) | > loss_disc_real_0: 0.08150191605091095 (0.11851828258771163) | > loss_disc_real_1: 0.14341145753860474 (0.1849416815317594) | > loss_disc_real_2: 0.22659660875797272 (0.25575027557519764) | > loss_disc_real_3: 0.17694462835788727 (0.24193032429768488) | > loss_disc_real_4: 0.1578541398048401 (0.22988144365640786) | > loss_disc_real_5: 0.18409055471420288 (0.24186657139888176) | > loss_0: 2.3057923316955566 (2.4364622006049523) | > loss_gen: 2.2854678630828857 (2.3131769620455227) | > loss_kl: 3.4757347106933594 (3.2379577343280497) | > loss_feat: 7.227260589599609 (6.267227502969595) | > loss_mel: 16.185253143310547 (17.17606830596924) | > loss_duration: 2.2766852378845215 (2.371603048764742) | > loss_1: 31.450401306152344 (31.366033260638897)  --> STEP: 14 | > loss_disc: 2.4755122661590576 (2.439251491001674) | > loss_disc_real_0: 0.15232917666435242 (0.12093334645032883) | > loss_disc_real_1: 0.22884081304073334 (0.1880773337824004) | > loss_disc_real_2: 0.2890414595603943 (0.25812821728842594) | > loss_disc_real_3: 0.2356036901473999 (0.2414784218583788) | > loss_disc_real_4: 0.28160205483436584 (0.233575773026262) | > loss_disc_real_5: 0.2812342941761017 (0.24467855159725463) | > loss_0: 2.4755122661590576 (2.439251491001674) | > loss_gen: 2.4962191581726074 (2.3262514046260288) | > loss_kl: 3.73949933052063 (3.2737821340560913) | > loss_feat: 5.578143119812012 (6.218007189886911) | > loss_mel: 17.850173950195312 (17.224218709128245) | > loss_duration: 2.4830098152160645 (2.379560674939836) | > loss_1: 32.14704513549805 (31.421819823128835)  --> STEP: 15 | > loss_disc: 2.095703601837158 (2.4163482983907065) | > loss_disc_real_0: 0.124507375061512 (0.12117161502440771) | > loss_disc_real_1: 0.17955225706100464 (0.18750899533430734) | > loss_disc_real_2: 0.24106743931770325 (0.25699083209037776) | > loss_disc_real_3: 0.2698166072368622 (0.24336763421694438) | > loss_disc_real_4: 0.2264932096004486 (0.2331036021312078) | > loss_disc_real_5: 0.19980138540267944 (0.24168674051761627) | > loss_0: 2.095703601837158 (2.4163482983907065) | > loss_gen: 2.854637384414673 (2.3614771366119385) | > loss_kl: 3.334130048751831 (3.2778053283691406) | > loss_feat: 9.251306533813477 (6.420227146148681) | > loss_mel: 17.96925163269043 (17.273887570699056) | > loss_duration: 2.444391965866089 (2.3838827610015865) | > loss_1: 35.85371780395508 (31.71727968851725)  --> STEP: 16 | > loss_disc: 2.2798101902008057 (2.4078146666288376) | > loss_disc_real_0: 0.18796038627624512 (0.12534591322764754) | > loss_disc_real_1: 0.15089918673038483 (0.1852208822965622) | > loss_disc_real_2: 0.2881915271282196 (0.25894087553024286) | > loss_disc_real_3: 0.2310728281736374 (0.2425992088392377) | > loss_disc_real_4: 0.18721719086170197 (0.23023570142686367) | > loss_disc_real_5: 0.17723800241947174 (0.23765869438648224) | > loss_0: 2.2798101902008057 (2.4078146666288376) | > loss_gen: 2.4943294525146484 (2.369780406355858) | > loss_kl: 2.9251081943511963 (3.255761757493019) | > loss_feat: 9.235000610351562 (6.596150487661362) | > loss_mel: 17.436138153076172 (17.284028232097626) | > loss_duration: 2.4088926315307617 (2.38544587790966) | > loss_1: 34.49946975708008 (31.89116656780243)  --> STEP: 17 | > loss_disc: 2.5095438957214355 (2.4137987389284024) | > loss_disc_real_0: 0.10979469865560532 (0.12443113589988035) | > loss_disc_real_1: 0.1792680025100708 (0.18487071289735682) | > loss_disc_real_2: 0.2861575484275818 (0.26054185628890986) | > loss_disc_real_3: 0.2287243753671646 (0.24178304216440985) | > loss_disc_real_4: 0.2127215564250946 (0.2292054576032302) | > loss_disc_real_5: 0.3667185604572296 (0.24525045121417327) | > loss_0: 2.5095438957214355 (2.4137987389284024) | > loss_gen: 2.410555362701416 (2.3721789331997143) | > loss_kl: 2.5909111499786377 (3.2166528982274674) | > loss_feat: 6.26859712600708 (6.576882642858169) | > loss_mel: 17.403047561645508 (17.291029369129856) | > loss_duration: 2.456739902496338 (2.3896396440618175) | > loss_1: 31.129850387573242 (31.846383263083066)  --> STEP: 18 | > loss_disc: 2.159621477127075 (2.3996777799394398) | > loss_disc_real_0: 0.0519162155687809 (0.12040252921481927) | > loss_disc_real_1: 0.10249034315347672 (0.18029402568936348) | > loss_disc_real_2: 0.195201575756073 (0.2569118407037523) | > loss_disc_real_3: 0.20147861540317535 (0.23954390734434128) | > loss_disc_real_4: 0.23691120743751526 (0.22963355481624603) | > loss_disc_real_5: 0.20744572579860687 (0.24315018869108623) | > loss_0: 2.159621477127075 (2.3996777799394398) | > loss_gen: 2.4645135402679443 (2.377308633592394) | > loss_kl: 2.9639973640441895 (3.20261647966173) | > loss_feat: 10.197754859924316 (6.778042210472955) | > loss_mel: 18.069955825805664 (17.3343030611674) | > loss_duration: 2.1978321075439453 (2.3789836698108244) | > loss_1: 35.89405059814453 (32.07125367058648)  --> STEP: 19 | > loss_disc: 2.437671422958374 (2.401677445361489) | > loss_disc_real_0: 0.10327832400798798 (0.11950125525656499) | > loss_disc_real_1: 0.26295238733291626 (0.18464446577586627) | > loss_disc_real_2: 0.1935090869665146 (0.2535748536649503) | > loss_disc_real_3: 0.23846986889839172 (0.23948737900508077) | > loss_disc_real_4: 0.2447173148393631 (0.23042743692272588) | > loss_disc_real_5: 0.2654518187046051 (0.24432395869179777) | > loss_0: 2.437671422958374 (2.401677445361489) | > loss_gen: 2.2035415172576904 (2.3681629958905672) | > loss_kl: 2.0901691913604736 (3.144066622382716) | > loss_feat: 4.613499641418457 (6.664118917364823) | > loss_mel: 18.29315948486328 (17.384769188730342) | > loss_duration: 2.333890914916992 (2.3766103669216756) | > loss_1: 29.534259796142578 (31.937727677194697)  --> STEP: 20 | > loss_disc: 2.3823368549346924 (2.400710415840149) | > loss_disc_real_0: 0.10955709218978882 (0.11900404710322618) | > loss_disc_real_1: 0.13341853022575378 (0.18208316899836063) | > loss_disc_real_2: 0.3035023808479309 (0.25607123002409937) | > loss_disc_real_3: 0.26933345198631287 (0.24097968265414238) | > loss_disc_real_4: 0.22373320162296295 (0.23009272515773774) | > loss_disc_real_5: 0.21254748106002808 (0.24273513481020928) | > loss_0: 2.3823368549346924 (2.400710415840149) | > loss_gen: 2.344358444213867 (2.366972768306732) | > loss_kl: 2.5625481605529785 (3.114990699291229) | > loss_feat: 6.648879528045654 (6.663356947898865) | > loss_mel: 18.87740707397461 (17.459401082992557) | > loss_duration: 2.3282203674316406 (2.3741908669471736) | > loss_1: 32.76141357421875 (31.9789119720459)  --> STEP: 21 | > loss_disc: 2.3071846961975098 (2.3962568101428805) | > loss_disc_real_0: 0.12929992377758026 (0.11949432694486209) | > loss_disc_real_1: 0.2201928198337555 (0.18389791427623658) | > loss_disc_real_2: 0.26613932847976685 (0.25655066328389303) | > loss_disc_real_3: 0.23164328932762146 (0.24053509249573662) | > loss_disc_real_4: 0.21479029953479767 (0.22936403822331203) | > loss_disc_real_5: 0.17374755442142487 (0.23945001193455287) | > loss_0: 2.3071846961975098 (2.3962568101428805) | > loss_gen: 2.3458621501922607 (2.3659675007774714) | > loss_kl: 4.068875789642334 (3.160413798831758) | > loss_feat: 5.36845588684082 (6.601694992610386) | > loss_mel: 14.968414306640625 (17.340782665071035) | > loss_duration: 2.1184046268463135 (2.3620105697995135) | > loss_1: 28.870012283325195 (31.830869129725865)  --> STEP: 22 | > loss_disc: 2.4947729110717773 (2.4007348147305576) | > loss_disc_real_0: 0.1518786996603012 (0.12096634388647297) | > loss_disc_real_1: 0.28124088048934937 (0.1883225945586508) | > loss_disc_real_2: 0.256465345621109 (0.2565467852083119) | > loss_disc_real_3: 0.2109968662261963 (0.23919244584712115) | > loss_disc_real_4: 0.3026379346847534 (0.23269466988065027) | > loss_disc_real_5: 0.2848248779773712 (0.24151250584559006) | > loss_0: 2.4947729110717773 (2.4007348147305576) | > loss_gen: 2.6035256385803223 (2.376765597950328) | > loss_kl: 2.410525321960449 (3.126327958973971) | > loss_feat: 6.589912414550781 (6.601159420880404) | > loss_mel: 15.773683547973633 (17.269550887021154) | > loss_duration: 2.2110471725463867 (2.3551485971970987) | > loss_1: 29.58869171142578 (31.72895197434859)  --> STEP: 23 | > loss_disc: 2.464022159576416 (2.403486438419508) | > loss_disc_real_0: 0.1721164882183075 (0.12319026320524838) | > loss_disc_real_1: 0.18364667892456055 (0.18811929387890775) | > loss_disc_real_2: 0.2782352566719055 (0.25748976222846814) | > loss_disc_real_3: 0.2752969264984131 (0.2407622058754382) | > loss_disc_real_4: 0.2910277247428894 (0.23523088965726935) | > loss_disc_real_5: 0.3142929971218109 (0.24467687503151272) | > loss_0: 2.464022159576416 (2.403486438419508) | > loss_gen: 2.528795003890991 (2.383375572121661) | > loss_kl: 2.4570207595825195 (3.0972276459569517) | > loss_feat: 6.717626571655273 (6.606223210044529) | > loss_mel: 16.22568702697754 (17.224165501801867) | > loss_duration: 2.3089699745178223 (2.353140830993652) | > loss_1: 30.23809814453125 (31.6641322426174)  --> STEP: 24 | > loss_disc: 2.7096614837646484 (2.4162437319755554) | > loss_disc_real_0: 0.23137888312339783 (0.1276981223685046) | > loss_disc_real_1: 0.2578777074813843 (0.1910258944456776) | > loss_disc_real_2: 0.21127545833587646 (0.2555641662329435) | > loss_disc_real_3: 0.26438814401626587 (0.24174661996463934) | > loss_disc_real_4: 0.2753467261791229 (0.2369023828456799) | > loss_disc_real_5: 0.2193232774734497 (0.2436204751332601) | > loss_0: 2.7096614837646484 (2.4162437319755554) | > loss_gen: 2.0460872650146484 (2.369321892658869) | > loss_kl: 2.2642993927001953 (3.0625223020712533) | > loss_feat: 4.7032880783081055 (6.526934246222178) | > loss_mel: 13.258380889892578 (17.058924476305645) | > loss_duration: 2.430893898010254 (2.356380542119344) | > loss_1: 24.70294952392578 (31.374082962671917)  --> STEP: 25 | > loss_disc: 2.5642893314361572 (2.4221655559539794) | > loss_disc_real_0: 0.15089309215545654 (0.12862592115998267) | > loss_disc_real_1: 0.1712961196899414 (0.19023670345544816) | > loss_disc_real_2: 0.31689026951789856 (0.25801721036434166) | > loss_disc_real_3: 0.22436711192131042 (0.24105143964290618) | > loss_disc_real_4: 0.24999678134918213 (0.23742615878582002) | > loss_disc_real_5: 0.22148384153842926 (0.24273500978946685) | > loss_0: 2.5642893314361572 (2.4221655559539794) | > loss_gen: 2.1889960765838623 (2.3621088600158684) | > loss_kl: 4.459474563598633 (3.1184003925323487) | > loss_feat: 5.7551374435424805 (6.49606237411499) | > loss_mel: 15.994315147399902 (17.016340103149414) | > loss_duration: 2.4699792861938477 (2.360924491882324) | > loss_1: 30.867900848388672 (31.353835678100587)  --> STEP: 26 | > loss_disc: 2.150757074356079 (2.411726768200214) | > loss_disc_real_0: 0.11283987015485764 (0.12801876535209325) | > loss_disc_real_1: 0.2423061728477478 (0.19223937535515198) | > loss_disc_real_2: 0.1844567507505417 (0.255187961917657) | > loss_disc_real_3: 0.1762721836566925 (0.23855992979728258) | > loss_disc_real_4: 0.19765283167362213 (0.23589641543535086) | > loss_disc_real_5: 0.16983267664909363 (0.2399310738994525) | > loss_0: 2.150757074356079 (2.411726768200214) | > loss_gen: 2.5418052673339844 (2.3690202602973343) | > loss_kl: 2.39640474319458 (3.0906313290962806) | > loss_feat: 14.080222129821777 (6.787760826257559) | > loss_mel: 18.659076690673828 (17.07952227959266) | > loss_duration: 2.2861032485961914 (2.3580467517559343) | > loss_1: 39.9636116027832 (31.684980905972996) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025801933728731596 (+0.000224975439218374) | > avg_loss_disc: 2.411726768200214 (-0.0023658825800971783) | > avg_loss_disc_real_0: 0.12801876535209325 (+0.001995634860717327) | > avg_loss_disc_real_1: 0.19223937535515198 (-0.009221619424911648) | > avg_loss_disc_real_2: 0.255187961917657 (+0.0064897296520378955) | > avg_loss_disc_real_3: 0.23855992979728258 (+0.013602919303453864) | > avg_loss_disc_real_4: 0.23589641543535086 (+0.0018312077109630398) | > avg_loss_disc_real_5: 0.2399310738994525 (-0.0009442825730030247) | > avg_loss_0: 2.411726768200214 (-0.0023658825800971783) | > avg_loss_gen: 2.3690202602973343 (+0.017591948692614157) | > avg_loss_kl: 3.0906313290962806 (+0.11268876149104168) | > avg_loss_feat: 6.787760826257559 (+0.013663438650278081) | > avg_loss_mel: 17.07952227959266 (+0.17094326019287465) | > avg_loss_duration: 2.3580467517559343 (+0.010069535328791623) | > avg_loss_1: 31.684980905972996 (+0.324956380403961)  > EPOCH: 870/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:47:09)   --> TIME: 2024-06-12 05:47:20 -- STEP: 24/330 -- GLOBAL_STEP: 375125 | > loss_disc: 2.441866159439087 (2.3307800789674125) | > loss_disc_real_0: 0.13121215999126434 (0.10242742703606685) | > loss_disc_real_1: 0.22784993052482605 (0.20954200687507787) | > loss_disc_real_2: 0.25525227189064026 (0.2079876009374857) | > loss_disc_real_3: 0.2490123063325882 (0.22718110245962939) | > loss_disc_real_4: 0.24894849956035614 (0.22930270992219448) | > loss_disc_real_5: 0.27419519424438477 (0.2217548613746961) | > loss_0: 2.441866159439087 (2.3307800789674125) | > grad_norm_0: tensor(12.6038, device='cuda:0') (tensor(7.9712, device='cuda:0')) | > loss_gen: 2.59639310836792 (2.4959172109762826) | > loss_kl: 1.860949993133545 (1.9211340248584747) | > loss_feat: 7.3424973487854 (6.975155254205068) | > loss_mel: 16.90605354309082 (17.189319133758545) | > loss_duration: 1.959659218788147 (2.021856943766277) | > loss_1: 30.66555404663086 (30.603382507960003) | > grad_norm_1: tensor(49.5462, device='cuda:0') (tensor(69.2451, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.372 (0.3743446369965871) | > loader_time: 0.0039 (0.0032633543014526367)  --> TIME: 2024-06-12 05:47:29 -- STEP: 49/330 -- GLOBAL_STEP: 375150 | > loss_disc: 2.4013490676879883 (2.3441072532108858) | > loss_disc_real_0: 0.11897699534893036 (0.10667602033639441) | > loss_disc_real_1: 0.22817140817642212 (0.2018736686025347) | > loss_disc_real_2: 0.22525911033153534 (0.2055421121874634) | > loss_disc_real_3: 0.21267007291316986 (0.22808478225250634) | > loss_disc_real_4: 0.22383049130439758 (0.22995087808492232) | > loss_disc_real_5: 0.2046847939491272 (0.22310056674237155) | > loss_0: 2.4013490676879883 (2.3441072532108858) | > grad_norm_0: tensor(12.2293, device='cuda:0') (tensor(8.4875, device='cuda:0')) | > loss_gen: 2.3309874534606934 (2.4886281393012215) | > loss_kl: 1.7954168319702148 (1.94508480295843) | > loss_feat: 6.457159519195557 (6.961509441842838) | > loss_mel: 15.935527801513672 (17.15937485986827) | > loss_duration: 1.9118287563323975 (1.9876718910372992) | > loss_1: 28.43092155456543 (30.5422691033811) | > grad_norm_1: tensor(251.2965, device='cuda:0') (tensor(99.6522, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.374 (0.370292279185081) | > loader_time: 0.004 (0.0034879664985501034)  --> TIME: 2024-06-12 05:47:39 -- STEP: 74/330 -- GLOBAL_STEP: 375175 | > loss_disc: 2.396505117416382 (2.3460317753456743) | > loss_disc_real_0: 0.10863381624221802 (0.10871355155029812) | > loss_disc_real_1: 0.18706518411636353 (0.19931192192676905) | > loss_disc_real_2: 0.16427218914031982 (0.2081756966339575) | > loss_disc_real_3: 0.2318560928106308 (0.22826831687141108) | > loss_disc_real_4: 0.2597481310367584 (0.23024692366252075) | > loss_disc_real_5: 0.22176484763622284 (0.22089293176257932) | > loss_0: 2.396505117416382 (2.3460317753456743) | > grad_norm_0: tensor(7.6409, device='cuda:0') (tensor(9.1360, device='cuda:0')) | > loss_gen: 2.438713312149048 (2.495167909441767) | > loss_kl: 2.1475989818573 (1.946426104854893) | > loss_feat: 7.438730716705322 (7.023589082666344) | > loss_mel: 17.71051597595215 (17.265946130494818) | > loss_duration: 1.9101847410202026 (1.976890293327538) | > loss_1: 31.645742416381836 (30.70801946279165) | > grad_norm_1: tensor(44.3448, device='cuda:0') (tensor(111.5793, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.3793 (0.37167854244644577) | > loader_time: 0.0037 (0.0036074567485500026)  --> TIME: 2024-06-12 05:47:48 -- STEP: 99/330 -- GLOBAL_STEP: 375200 | > loss_disc: 2.334656238555908 (2.3504777219560413) | > loss_disc_real_0: 0.12407657504081726 (0.10994493780714093) | > loss_disc_real_1: 0.20456260442733765 (0.19857559225173907) | > loss_disc_real_2: 0.18330496549606323 (0.20925949634325616) | > loss_disc_real_3: 0.2276604026556015 (0.22868906653890705) | > loss_disc_real_4: 0.21559862792491913 (0.230595168441233) | > loss_disc_real_5: 0.23648115992546082 (0.2209452429805139) | > loss_0: 2.334656238555908 (2.3504777219560413) | > grad_norm_0: tensor(8.1784, device='cuda:0') (tensor(9.9635, device='cuda:0')) | > loss_gen: 2.541623115539551 (2.4909193010041206) | > loss_kl: 1.9553111791610718 (1.9500862203463158) | > loss_feat: 6.819702625274658 (7.009360115937511) | > loss_mel: 17.523895263671875 (17.197951278301215) | > loss_duration: 1.9894144535064697 (1.9789688346361876) | > loss_1: 30.829944610595703 (30.627285562380397) | > grad_norm_1: tensor(37.9243, device='cuda:0') (tensor(126.8432, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.3753 (0.37232122758422226) | > loader_time: 0.0036 (0.0037218007174405184)  --> TIME: 2024-06-12 05:47:58 -- STEP: 124/330 -- GLOBAL_STEP: 375225 | > loss_disc: 2.3131062984466553 (2.3561762013743) | > loss_disc_real_0: 0.07180653512477875 (0.11170436027309587) | > loss_disc_real_1: 0.18576261401176453 (0.19790810250466867) | > loss_disc_real_2: 0.20814219117164612 (0.21021239735907118) | > loss_disc_real_3: 0.22735299170017242 (0.22976131004191214) | > loss_disc_real_4: 0.2254396378993988 (0.2308070170542886) | > loss_disc_real_5: 0.20054644346237183 (0.22165010112427896) | > loss_0: 2.3131062984466553 (2.3561762013743) | > grad_norm_0: tensor(14.0535, device='cuda:0') (tensor(10.6420, device='cuda:0')) | > loss_gen: 2.472017765045166 (2.4848537598886797) | > loss_kl: 1.9430493116378784 (1.967299912245043) | > loss_feat: 7.484992980957031 (7.0082211648264225) | > loss_mel: 17.618955612182617 (17.19785818746015) | > loss_duration: 2.0207362174987793 (1.9836002049907564) | > loss_1: 31.539751052856445 (30.64183312077676) | > grad_norm_1: tensor(55.3307, device='cuda:0') (tensor(129.4224, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.404 (0.37489503045235906) | > loader_time: 0.0038 (0.0038015938574267973)  --> TIME: 2024-06-12 05:48:08 -- STEP: 149/330 -- GLOBAL_STEP: 375250 | > loss_disc: 2.3338887691497803 (2.3597910356201584) | > loss_disc_real_0: 0.10403139144182205 (0.1129410100363245) | > loss_disc_real_1: 0.2054426074028015 (0.197563665125194) | > loss_disc_real_2: 0.1961088627576828 (0.21033292878794183) | > loss_disc_real_3: 0.22504104673862457 (0.22965967175144478) | > loss_disc_real_4: 0.23439578711986542 (0.23086518309260376) | > loss_disc_real_5: 0.2242131233215332 (0.22250007893015075) | > loss_0: 2.3338887691497803 (2.3597910356201584) | > grad_norm_0: tensor(9.5317, device='cuda:0') (tensor(10.3850, device='cuda:0')) | > loss_gen: 2.394320249557495 (2.4791612689127067) | > loss_kl: 2.069117307662964 (1.9845267062219196) | > loss_feat: 6.7983198165893555 (7.006663556066935) | > loss_mel: 17.508193969726562 (17.186049704583713) | > loss_duration: 2.03751802444458 (1.9887782247274515) | > loss_1: 30.80746841430664 (30.64517931330124) | > grad_norm_1: tensor(85.1525, device='cuda:0') (tensor(121.9235, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.3729 (0.3760677280041995) | > loader_time: 0.0043 (0.0039030897537333854)  --> TIME: 2024-06-12 05:48:18 -- STEP: 174/330 -- GLOBAL_STEP: 375275 | > loss_disc: 2.4172260761260986 (2.366836653358635) | > loss_disc_real_0: 0.14097446203231812 (0.11450273475085182) | > loss_disc_real_1: 0.23463892936706543 (0.1972579842155007) | > loss_disc_real_2: 0.24051624536514282 (0.21054718532096373) | > loss_disc_real_3: 0.22064825892448425 (0.22992020100355148) | > loss_disc_real_4: 0.23510673642158508 (0.23148568154409013) | > loss_disc_real_5: 0.2219243049621582 (0.22281487191888108) | > loss_0: 2.4172260761260986 (2.366836653358635) | > grad_norm_0: tensor(12.7173, device='cuda:0') (tensor(10.8647, device='cuda:0')) | > loss_gen: 2.6118032932281494 (2.4719352639954666) | > loss_kl: 2.074434280395508 (1.9939706668086437) | > loss_feat: 6.929225921630859 (6.974319468969586) | > loss_mel: 17.303970336914062 (17.15810897980615) | > loss_duration: 2.1018548011779785 (1.995454991685933) | > loss_1: 31.02128791809082 (30.593789221226483) | > grad_norm_1: tensor(297.9096, device='cuda:0') (tensor(128.5927, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.3906 (0.37836254876235437) | > loader_time: 0.0043 (0.003999218173410702)  --> TIME: 2024-06-12 05:48:28 -- STEP: 199/330 -- GLOBAL_STEP: 375300 | > loss_disc: 2.4527435302734375 (2.3649501225457126) | > loss_disc_real_0: 0.12459299713373184 (0.11496182969167604) | > loss_disc_real_1: 0.1992303878068924 (0.19752362250682698) | > loss_disc_real_2: 0.18821361660957336 (0.21117828194819496) | > loss_disc_real_3: 0.2725103795528412 (0.2299595137487105) | > loss_disc_real_4: 0.2627773880958557 (0.2313623306289989) | > loss_disc_real_5: 0.26449477672576904 (0.22257403063414685) | > loss_0: 2.4527435302734375 (2.3649501225457126) | > grad_norm_0: tensor(13.2957, device='cuda:0') (tensor(12.1427, device='cuda:0')) | > loss_gen: 2.399474859237671 (2.4787118566695177) | > loss_kl: 1.9305059909820557 (2.000286633045829) | > loss_feat: 5.973809242248535 (6.982322570666596) | > loss_mel: 16.152584075927734 (17.13237512291378) | > loss_duration: 2.132960796356201 (2.0042548437214376) | > loss_1: 28.589336395263672 (30.597950901817438) | > grad_norm_1: tensor(258.6825, device='cuda:0') (tensor(151.5982, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.3972 (0.3814079258310136) | > loader_time: 0.0054 (0.004123387025229295)  --> TIME: 2024-06-12 05:48:38 -- STEP: 224/330 -- GLOBAL_STEP: 375325 | > loss_disc: 2.2335875034332275 (2.36796667107514) | > loss_disc_real_0: 0.11315668374300003 (0.11548770621551999) | > loss_disc_real_1: 0.194352924823761 (0.19734889388616597) | > loss_disc_real_2: 0.19450809061527252 (0.21196820127910795) | > loss_disc_real_3: 0.2335769385099411 (0.2301827225434993) | > loss_disc_real_4: 0.22208619117736816 (0.23244742516960418) | > loss_disc_real_5: 0.17593400180339813 (0.222524550676878) | > loss_0: 2.2335875034332275 (2.36796667107514) | > grad_norm_0: tensor(12.0154, device='cuda:0') (tensor(13.8513, device='cuda:0')) | > loss_gen: 2.737543821334839 (2.4846879776035045) | > loss_kl: 1.9753836393356323 (2.0080998358981947) | > loss_feat: 7.834010124206543 (6.989577510527202) | > loss_mel: 17.04269790649414 (17.0829868742398) | > loss_duration: 2.1199593544006348 (2.012327062764339) | > loss_1: 31.7095947265625 (30.57767912319728) | > grad_norm_1: tensor(532.9730, device='cuda:0') (tensor(174.0770, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.3975 (0.38450894930533003) | > loader_time: 0.0054 (0.004266549433980668)  --> TIME: 2024-06-12 05:48:49 -- STEP: 249/330 -- GLOBAL_STEP: 375350 | > loss_disc: 2.3989052772521973 (2.36831358924927) | > loss_disc_real_0: 0.15083174407482147 (0.11671246070579352) | > loss_disc_real_1: 0.18647147715091705 (0.19763726678239293) | > loss_disc_real_2: 0.21617737412452698 (0.2119329022954266) | > loss_disc_real_3: 0.24201950430870056 (0.22996745716376477) | > loss_disc_real_4: 0.20596829056739807 (0.23205512780022908) | > loss_disc_real_5: 0.15921255946159363 (0.22118137986305728) | > loss_0: 2.3989052772521973 (2.36831358924927) | > grad_norm_0: tensor(28.0670, device='cuda:0') (tensor(16.4192, device='cuda:0')) | > loss_gen: 2.5734241008758545 (2.489941472509301) | > loss_kl: 1.9510936737060547 (2.0112799386901545) | > loss_feat: 6.141872882843018 (7.002415486607686) | > loss_mel: 16.865503311157227 (17.068842600627136) | > loss_duration: 2.0996766090393066 (2.0209756898114013) | > loss_1: 29.631568908691406 (30.593455042705) | > grad_norm_1: tensor(661.5860, device='cuda:0') (tensor(203.5823, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.4185 (0.3880354362319272) | > loader_time: 0.0054 (0.004396948948442696)  --> TIME: 2024-06-12 05:49:00 -- STEP: 274/330 -- GLOBAL_STEP: 375375 | > loss_disc: 2.3896713256835938 (2.3697873902146833) | > loss_disc_real_0: 0.12376672029495239 (0.11838329004218978) | > loss_disc_real_1: 0.19407542049884796 (0.19789741830016574) | > loss_disc_real_2: 0.20877665281295776 (0.2115569797745586) | > loss_disc_real_3: 0.23349064588546753 (0.23020393646111453) | > loss_disc_real_4: 0.22200605273246765 (0.23191221950263002) | > loss_disc_real_5: 0.22627763450145721 (0.22143495893173845) | > loss_0: 2.3896713256835938 (2.3697873902146833) | > grad_norm_0: tensor(30.3501, device='cuda:0') (tensor(18.0657, device='cuda:0')) | > loss_gen: 2.312398672103882 (2.491475771813498) | > loss_kl: 2.1596994400024414 (2.017959152695035) | > loss_feat: 7.162525653839111 (7.013687535794112) | > loss_mel: 15.782082557678223 (17.03876868825761) | > loss_duration: 2.1232728958129883 (2.0300951808908567) | > loss_1: 29.539981842041016 (30.591986175871245) | > grad_norm_1: tensor(698.5178, device='cuda:0') (tensor(227.3437, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.4447 (0.39277563651982883) | > loader_time: 0.006 (0.004528914924955716)  --> TIME: 2024-06-12 05:49:12 -- STEP: 299/330 -- GLOBAL_STEP: 375400 | > loss_disc: 2.379349708557129 (2.3720560647970865) | > loss_disc_real_0: 0.10527025163173676 (0.11986937702798524) | > loss_disc_real_1: 0.18357841670513153 (0.1979345157493317) | > loss_disc_real_2: 0.22023224830627441 (0.21151041192155212) | > loss_disc_real_3: 0.23103272914886475 (0.2300181597670584) | > loss_disc_real_4: 0.235414519906044 (0.23215218431574844) | > loss_disc_real_5: 0.20915862917900085 (0.22117960233752146) | > loss_0: 2.379349708557129 (2.3720560647970865) | > grad_norm_0: tensor(30.8921, device='cuda:0') (tensor(19.3862, device='cuda:0')) | > loss_gen: 2.431652307510376 (2.486480713688012) | > loss_kl: 2.0952646732330322 (2.023406932983907) | > loss_feat: 7.341610908508301 (6.997329287704416) | > loss_mel: 17.010761260986328 (16.982165237732968) | > loss_duration: 2.1939198970794678 (2.0410758304755428) | > loss_1: 31.07320785522461 (30.53045786344088) | > grad_norm_1: tensor(441.8438, device='cuda:0') (tensor(242.4603, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.4706 (0.39844896003952784) | > loader_time: 0.0067 (0.004692381440995129)  --> TIME: 2024-06-12 05:49:26 -- STEP: 324/330 -- GLOBAL_STEP: 375425 | > loss_disc: 2.4264450073242188 (2.3733823910171603) | > loss_disc_real_0: 0.18573790788650513 (0.12146735814526494) | > loss_disc_real_1: 0.1782776564359665 (0.19807208398426024) | > loss_disc_real_2: 0.24649465084075928 (0.21155925628579683) | > loss_disc_real_3: 0.23881252110004425 (0.23005386630510105) | > loss_disc_real_4: 0.23668359220027924 (0.2319097330816734) | > loss_disc_real_5: 0.21464695036411285 (0.22100381442794093) | > loss_0: 2.4264450073242188 (2.3733823910171603) | > grad_norm_0: tensor(23.6749, device='cuda:0') (tensor(20.2638, device='cuda:0')) | > loss_gen: 2.5462594032287598 (2.485777468593032) | > loss_kl: 2.2076830863952637 (2.031754257134449) | > loss_feat: 9.958144187927246 (7.045561946468589) | > loss_mel: 17.395877838134766 (16.94951309392483) | > loss_duration: 2.276973247528076 (2.056029580625487) | > loss_1: 34.38493728637695 (30.56863620546129) | > grad_norm_1: tensor(597.5572, device='cuda:0') (tensor(258.1438, device='cuda:0')) | > current_lr_0: 0.00017938970623037695 | > current_lr_1: 0.00017938970623037695 | > step_time: 0.5792 (0.4089295385796345) | > loader_time: 0.0096 (0.0049444061738473395)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.833454132080078 (2.833454132080078) | > loss_disc_real_0: 0.3791273236274719 (0.3791273236274719) | > loss_disc_real_1: 0.27554115653038025 (0.27554115653038025) | > loss_disc_real_2: 0.32907646894454956 (0.32907646894454956) | > loss_disc_real_3: 0.2908395528793335 (0.2908395528793335) | > loss_disc_real_4: 0.24872606992721558 (0.24872606992721558) | > loss_disc_real_5: 0.21785889565944672 (0.21785889565944672) | > loss_0: 2.833454132080078 (2.833454132080078) | > loss_gen: 2.4313457012176514 (2.4313457012176514) | > loss_kl: 2.0922939777374268 (2.0922939777374268) | > loss_feat: 4.281620025634766 (4.281620025634766) | > loss_mel: 14.20591926574707 (14.20591926574707) | > loss_duration: 3.057283878326416 (3.057283878326416) | > loss_1: 26.068462371826172 (26.068462371826172)  --> STEP: 1 | > loss_disc: 2.351747989654541 (2.351747989654541) | > loss_disc_real_0: 0.1330242156982422 (0.1330242156982422) | > loss_disc_real_1: 0.1981431245803833 (0.1981431245803833) | > loss_disc_real_2: 0.2769038677215576 (0.2769038677215576) | > loss_disc_real_3: 0.3130437433719635 (0.3130437433719635) | > loss_disc_real_4: 0.2432376742362976 (0.2432376742362976) | > loss_disc_real_5: 0.23167893290519714 (0.23167893290519714) | > loss_0: 2.351747989654541 (2.351747989654541) | > loss_gen: 2.6870782375335693 (2.6870782375335693) | > loss_kl: 3.2940573692321777 (3.2940573692321777) | > loss_feat: 7.318778991699219 (7.318778991699219) | > loss_mel: 18.18309211730957 (18.18309211730957) | > loss_duration: 2.3873043060302734 (2.3873043060302734) | > loss_1: 33.87031173706055 (33.87031173706055)  --> STEP: 2 | > loss_disc: 2.5015101432800293 (2.426629066467285) | > loss_disc_real_0: 0.16585448384284973 (0.14943934977054596) | > loss_disc_real_1: 0.2057548314332962 (0.20194897800683975) | > loss_disc_real_2: 0.26321911811828613 (0.2700614929199219) | > loss_disc_real_3: 0.2442847639322281 (0.2786642536520958) | > loss_disc_real_4: 0.24400848150253296 (0.24362307786941528) | > loss_disc_real_5: 0.269118994474411 (0.2503989636898041) | > loss_0: 2.5015101432800293 (2.426629066467285) | > loss_gen: 2.307210922241211 (2.49714457988739) | > loss_kl: 2.6703712940216064 (2.982214331626892) | > loss_feat: 5.657761096954346 (6.488270044326782) | > loss_mel: 17.59817123413086 (17.890631675720215) | > loss_duration: 2.5152688026428223 (2.451286554336548) | > loss_1: 30.748783111572266 (32.309547424316406)  --> STEP: 3 | > loss_disc: 2.1801857948303223 (2.3444813092549643) | > loss_disc_real_0: 0.07298045605421066 (0.12395305186510086) | > loss_disc_real_1: 0.12332215160131454 (0.17574003587166467) | > loss_disc_real_2: 0.17045019567012787 (0.23685772716999054) | > loss_disc_real_3: 0.18847313523292542 (0.24860054751237234) | > loss_disc_real_4: 0.2145625203847885 (0.2339362253745397) | > loss_disc_real_5: 0.14728233218193054 (0.21602675318717957) | > loss_0: 2.1801857948303223 (2.3444813092549643) | > loss_gen: 2.2248387336730957 (2.4063759644826255) | > loss_kl: 3.7101457118988037 (3.224858125050863) | > loss_feat: 7.430635452270508 (6.8023918469746905) | > loss_mel: 18.117219924926758 (17.966161092122395) | > loss_duration: 2.3589563369750977 (2.4205098152160645) | > loss_1: 33.841796875 (32.82029724121094)  --> STEP: 4 | > loss_disc: 2.6413140296936035 (2.418689489364624) | > loss_disc_real_0: 0.14481239020824432 (0.12916788645088673) | > loss_disc_real_1: 0.18573851883411407 (0.17823965661227703) | > loss_disc_real_2: 0.23967808485031128 (0.23756281659007072) | > loss_disc_real_3: 0.2760460674762726 (0.2554619275033474) | > loss_disc_real_4: 0.2412862628698349 (0.2357737347483635) | > loss_disc_real_5: 0.19273243844509125 (0.21020317450165749) | > loss_0: 2.6413140296936035 (2.418689489364624) | > loss_gen: 2.0554754734039307 (2.3186508417129517) | > loss_kl: 4.22950553894043 (3.4760199785232544) | > loss_feat: 6.260669231414795 (6.666961193084717) | > loss_mel: 17.997333526611328 (17.97395420074463) | > loss_duration: 2.342740297317505 (2.4010674357414246) | > loss_1: 32.88572311401367 (32.83665370941162)  --> STEP: 5 | > loss_disc: 2.178901433944702 (2.3707318782806395) | > loss_disc_real_0: 0.19708319008350372 (0.14275094717741013) | > loss_disc_real_1: 0.23642776906490326 (0.18987727910280228) | > loss_disc_real_2: 0.25345632433891296 (0.24074151813983918) | > loss_disc_real_3: 0.2876676023006439 (0.2619030624628067) | > loss_disc_real_4: 0.2526888847351074 (0.2391567647457123) | > loss_disc_real_5: 0.19326864182949066 (0.20681626796722413) | > loss_0: 2.178901433944702 (2.3707318782806395) | > loss_gen: 3.016629219055176 (2.4582465171813963) | > loss_kl: 3.231412649154663 (3.427098512649536) | > loss_feat: 6.582220077514648 (6.650012969970703) | > loss_mel: 18.306612014770508 (18.040485763549803) | > loss_duration: 2.3557353019714355 (2.392001008987427) | > loss_1: 33.492610931396484 (32.9678451538086)  --> STEP: 6 | > loss_disc: 2.486560344696045 (2.390036622683207) | > loss_disc_real_0: 0.17004650831222534 (0.147300207366546) | > loss_disc_real_1: 0.23159120976924896 (0.19682960088054338) | > loss_disc_real_2: 0.3020702302455902 (0.2509629701574643) | > loss_disc_real_3: 0.29827550053596497 (0.2679651354749997) | > loss_disc_real_4: 0.24491146206855774 (0.24011588096618652) | > loss_disc_real_5: 0.18613168597221375 (0.20336883763472238) | > loss_0: 2.486560344696045 (2.390036622683207) | > loss_gen: 2.612957239151001 (2.484031637509664) | > loss_kl: 2.956768274307251 (3.3487101395924888) | > loss_feat: 5.402433395385742 (6.44208304087321) | > loss_mel: 17.509302139282227 (17.951955159505207) | > loss_duration: 2.253408193588257 (2.3689022064208984) | > loss_1: 30.7348690032959 (32.59568246205648)  --> STEP: 7 | > loss_disc: 2.429971218109131 (2.3957415648869107) | > loss_disc_real_0: 0.08010256290435791 (0.1377005438719477) | > loss_disc_real_1: 0.1732499599456787 (0.19346108074699128) | > loss_disc_real_2: 0.2590082287788391 (0.25211229281766073) | > loss_disc_real_3: 0.3075757920742035 (0.27362380070345743) | > loss_disc_real_4: 0.2743145227432251 (0.24500140122004918) | > loss_disc_real_5: 0.2594478130340576 (0.21138011983462743) | > loss_0: 2.429971218109131 (2.3957415648869107) | > loss_gen: 2.3705410957336426 (2.467818702970232) | > loss_kl: 4.23942232131958 (3.475954736982073) | > loss_feat: 6.481434345245361 (6.447704655783517) | > loss_mel: 18.546642303466797 (18.036910465785436) | > loss_duration: 2.5326390266418457 (2.3922931807381764) | > loss_1: 34.170677185058594 (32.820681708199636)  --> STEP: 8 | > loss_disc: 2.5654640197753906 (2.4169568717479706) | > loss_disc_real_0: 0.2458484172821045 (0.1512190280482173) | > loss_disc_real_1: 0.23744897544384003 (0.19895956758409739) | > loss_disc_real_2: 0.22299881279468536 (0.24847310781478882) | > loss_disc_real_3: 0.26695430278778076 (0.27279011346399784) | > loss_disc_real_4: 0.2385818362236023 (0.24419895559549332) | > loss_disc_real_5: 0.24164025485515594 (0.2151626367121935) | > loss_0: 2.5654640197753906 (2.4169568717479706) | > loss_gen: 2.400031328201294 (2.459345281124115) | > loss_kl: 3.5712883472442627 (3.487871438264847) | > loss_feat: 8.411344528198242 (6.693159639835358) | > loss_mel: 17.871047973632812 (18.016177654266357) | > loss_duration: 2.3052191734313965 (2.381408929824829) | > loss_1: 34.558929443359375 (33.037962675094604)  --> STEP: 9 | > loss_disc: 2.3145079612731934 (2.4055736594729953) | > loss_disc_real_0: 0.1626686304807663 (0.1524912060962783) | > loss_disc_real_1: 0.1615016907453537 (0.1947975812686814) | > loss_disc_real_2: 0.27007484436035156 (0.2508733007642958) | > loss_disc_real_3: 0.2690366208553314 (0.2723730587297016) | > loss_disc_real_4: 0.18141627311706543 (0.2372231019867791) | > loss_disc_real_5: 0.16246555745601654 (0.20930740568372938) | > loss_0: 2.3145079612731934 (2.4055736594729953) | > loss_gen: 2.430006980895996 (2.4560854699876575) | > loss_kl: 2.404681921005249 (3.3675170474582248) | > loss_feat: 8.12735652923584 (6.8525148497687445) | > loss_mel: 18.24934196472168 (18.042084799872505) | > loss_duration: 2.191150188446045 (2.360269069671631) | > loss_1: 33.40253829956055 (33.07847107781304)  --> STEP: 10 | > loss_disc: 2.3571109771728516 (2.400727391242981) | > loss_disc_real_0: 0.1714479774236679 (0.15438688322901725) | > loss_disc_real_1: 0.2747359573841095 (0.20279141888022423) | > loss_disc_real_2: 0.2760164439678192 (0.25338761508464813) | > loss_disc_real_3: 0.25489315390586853 (0.27062506824731825) | > loss_disc_real_4: 0.22693116962909698 (0.2361939087510109) | > loss_disc_real_5: 0.19768206775188446 (0.2081448718905449) | > loss_0: 2.3571109771728516 (2.400727391242981) | > loss_gen: 2.621582508087158 (2.4726351737976073) | > loss_kl: 3.2510952949523926 (3.3558748722076417) | > loss_feat: 6.464048385620117 (6.813668203353882) | > loss_mel: 18.27315330505371 (18.065191650390624) | > loss_duration: 2.3872828483581543 (2.3629704475402833) | > loss_1: 32.997161865234375 (33.070340156555176)  --> STEP: 11 | > loss_disc: 2.513730049133301 (2.411000360142101) | > loss_disc_real_0: 0.16935095191001892 (0.1557472531091083) | > loss_disc_real_1: 0.25491079688072205 (0.20752954415299676) | > loss_disc_real_2: 0.2718396484851837 (0.255065072666515) | > loss_disc_real_3: 0.32284823060035706 (0.2753726284612309) | > loss_disc_real_4: 0.21602410078048706 (0.23436028984459964) | > loss_disc_real_5: 0.19917598366737366 (0.20732951841571115) | > loss_0: 2.513730049133301 (2.411000360142101) | > loss_gen: 2.4616570472717285 (2.471637162295255) | > loss_kl: 4.150707721710205 (3.428132403980602) | > loss_feat: 6.688011169433594 (6.8022448366338555) | > loss_mel: 16.923559188842773 (17.961406881159004) | > loss_duration: 2.528611421585083 (2.378028717907992) | > loss_1: 32.75254440307617 (33.04144963351163)  --> STEP: 12 | > loss_disc: 2.470235824584961 (2.4159366488456726) | > loss_disc_real_0: 0.09019213914871216 (0.15028432694574198) | > loss_disc_real_1: 0.195565328001976 (0.2065325261404117) | > loss_disc_real_2: 0.39757493138313293 (0.2669408942262332) | > loss_disc_real_3: 0.2846030592918396 (0.27614183103044826) | > loss_disc_real_4: 0.2901778817176819 (0.23901175583402315) | > loss_disc_real_5: 0.21233166754245758 (0.20774636417627335) | > loss_0: 2.470235824584961 (2.4159366488456726) | > loss_gen: 2.59538197517395 (2.4819492300351462) | > loss_kl: 2.9353935718536377 (3.3870708346366882) | > loss_feat: 6.740814685821533 (6.797125657399495) | > loss_mel: 16.79546546936035 (17.86424509684245) | > loss_duration: 2.2736406326293945 (2.3693297108014426) | > loss_1: 31.3406982421875 (32.89972035090128)  --> STEP: 13 | > loss_disc: 2.7469727993011475 (2.4414009681114783) | > loss_disc_real_0: 0.2166355848312378 (0.1553882698600109) | > loss_disc_real_1: 0.24772436916828156 (0.20970112945024783) | > loss_disc_real_2: 0.2940455973148346 (0.2690258713868948) | > loss_disc_real_3: 0.3045889437198639 (0.27833007046809566) | > loss_disc_real_4: 0.3227211833000183 (0.24545094256217664) | > loss_disc_real_5: 0.23597539961338043 (0.2099178284406662) | > loss_0: 2.7469727993011475 (2.4414009681114783) | > loss_gen: 2.3961241245269775 (2.47534729884221) | > loss_kl: 3.774651050567627 (3.4168846974006066) | > loss_feat: 6.019155025482178 (6.737281762636625) | > loss_mel: 17.349990844726562 (17.824687077448917) | > loss_duration: 2.317655563354492 (2.3653547763824463) | > loss_1: 31.857576370239258 (32.8195554293119)  --> STEP: 14 | > loss_disc: 2.6542134284973145 (2.456601858139038) | > loss_disc_real_0: 0.23795393109321594 (0.1612858170909541) | > loss_disc_real_1: 0.15914694964885712 (0.20609011660729135) | > loss_disc_real_2: 0.19522860646247864 (0.2637546381780079) | > loss_disc_real_3: 0.2976912260055542 (0.2797130101493427) | > loss_disc_real_4: 0.33208024501800537 (0.2516387498804501) | > loss_disc_real_5: 0.2330581545829773 (0.2115707088794027) | > loss_0: 2.6542134284973145 (2.456601858139038) | > loss_gen: 2.1936349868774414 (2.4552249908447266) | > loss_kl: 4.086730003356934 (3.4647307906832014) | > loss_feat: 6.1558942794799805 (6.695754085268293) | > loss_mel: 18.348108291625977 (17.862074307032994) | > loss_duration: 2.402580976486206 (2.368013790675572) | > loss_1: 33.186946868896484 (32.84579767499651)  --> STEP: 15 | > loss_disc: 2.3759331703186035 (2.451223945617676) | > loss_disc_real_0: 0.19708964228630066 (0.16367273877064387) | > loss_disc_real_1: 0.157884418964386 (0.20287640343109767) | > loss_disc_real_2: 0.21242493391036987 (0.26033265789349874) | > loss_disc_real_3: 0.2590300440788269 (0.2783341457446416) | > loss_disc_real_4: 0.26811423897743225 (0.25273711582024894) | > loss_disc_real_5: 0.2080075740814209 (0.21133316655953724) | > loss_0: 2.3759331703186035 (2.451223945617676) | > loss_gen: 2.4234249591827393 (2.4531049887339273) | > loss_kl: 3.282935619354248 (3.4526111125946044) | > loss_feat: 7.147139072418213 (6.725846417744955) | > loss_mel: 16.864065170288086 (17.795540364583335) | > loss_duration: 2.4109737873077393 (2.3708777904510496) | > loss_1: 32.1285400390625 (32.79798049926758)  --> STEP: 16 | > loss_disc: 2.6183743476867676 (2.461670845746994) | > loss_disc_real_0: 0.20571574568748474 (0.16630042670294642) | > loss_disc_real_1: 0.23301441967487335 (0.20476002944633365) | > loss_disc_real_2: 0.35158097743988037 (0.2660356778651476) | > loss_disc_real_3: 0.27798470854759216 (0.27831230591982603) | > loss_disc_real_4: 0.22328998148441315 (0.2508966699242592) | > loss_disc_real_5: 0.2314419001340866 (0.2125899624079466) | > loss_0: 2.6183743476867676 (2.461670845746994) | > loss_gen: 2.3695104122161865 (2.4478803277015686) | > loss_kl: 2.3430404663085938 (3.383262947201729) | > loss_feat: 8.755672454833984 (6.852710545063019) | > loss_mel: 17.71055793762207 (17.790228962898254) | > loss_duration: 2.4449572563171387 (2.3755077570676804) | > loss_1: 33.62373733520508 (32.84959030151367)  --> STEP: 17 | > loss_disc: 2.7763566970825195 (2.4801817781784954) | > loss_disc_real_0: 0.19120848178863525 (0.16776560641386928) | > loss_disc_real_1: 0.2491403967142105 (0.20737063928562052) | > loss_disc_real_2: 0.24158047139644623 (0.26459713630816517) | > loss_disc_real_3: 0.28983983397483826 (0.27899039580541496) | > loss_disc_real_4: 0.2917744517326355 (0.2533012453247519) | > loss_disc_real_5: 0.3562528192996979 (0.22104071869569666) | > loss_0: 2.7763566970825195 (2.4801817781784954) | > loss_gen: 2.4341347217559814 (2.4470717626459457) | > loss_kl: 2.1872854232788086 (3.3129113281474396) | > loss_feat: 4.834875583648682 (6.734014370862176) | > loss_mel: 18.336406707763672 (17.822357065537396) | > loss_duration: 2.451793670654297 (2.3799951637492462) | > loss_1: 30.244497299194336 (32.696349536671356)  --> STEP: 18 | > loss_disc: 2.503617525100708 (2.4814837641186185) | > loss_disc_real_0: 0.2235967516899109 (0.17086733670698273) | > loss_disc_real_1: 0.16276460886001587 (0.20489252648419803) | > loss_disc_real_2: 0.24971869587898254 (0.26377055628432167) | > loss_disc_real_3: 0.21512310206890106 (0.2754422128200531) | > loss_disc_real_4: 0.1864096224308014 (0.24958504405286577) | > loss_disc_real_5: 0.19631478190422058 (0.21966705554061466) | > loss_0: 2.503617525100708 (2.4814837641186185) | > loss_gen: 2.1092236042022705 (2.428302420510186) | > loss_kl: 2.7772185802459717 (3.2831506199306912) | > loss_feat: 7.244988918304443 (6.762401845720079) | > loss_mel: 17.279035568237305 (17.792172537909615) | > loss_duration: 2.279085874557495 (2.374389092127482) | > loss_1: 31.689552307128906 (32.640416357252334)  --> STEP: 19 | > loss_disc: 2.4023704528808594 (2.4773199056324207) | > loss_disc_real_0: 0.21430659294128418 (0.17315361335089333) | > loss_disc_real_1: 0.13560564815998077 (0.2012458486776603) | > loss_disc_real_2: 0.2184276133775711 (0.261384085605019) | > loss_disc_real_3: 0.2594743072986603 (0.2746017967399798) | > loss_disc_real_4: 0.24140137434005737 (0.2491543245942969) | > loss_disc_real_5: 0.2529924511909485 (0.2214210237327375) | > loss_0: 2.4023704528808594 (2.4773199056324207) | > loss_gen: 2.5378708839416504 (2.4340691817434212) | > loss_kl: 2.55218768119812 (3.2446788863131872) | > loss_feat: 7.759728908538818 (6.814892743763171) | > loss_mel: 16.89032554626465 (17.744706906770404) | > loss_duration: 2.3700592517852783 (2.374161205793682) | > loss_1: 32.110172271728516 (32.61250877380371)  --> STEP: 20 | > loss_disc: 2.4653241634368896 (2.476720118522644) | > loss_disc_real_0: 0.18374721705913544 (0.17368329353630543) | > loss_disc_real_1: 0.20225976407527924 (0.20129654444754125) | > loss_disc_real_2: 0.28458172082901 (0.26254396736621854) | > loss_disc_real_3: 0.2310461550951004 (0.2724240146577358) | > loss_disc_real_4: 0.21849210560321808 (0.24762121364474296) | > loss_disc_real_5: 0.17418310046195984 (0.2190591275691986) | > loss_0: 2.4653241634368896 (2.476720118522644) | > loss_gen: 2.2294225692749023 (2.423836851119995) | > loss_kl: 2.329423666000366 (3.198916125297546) | > loss_feat: 4.029469966888428 (6.675621604919433) | > loss_mel: 14.051191329956055 (17.560031127929687) | > loss_duration: 2.2964680194854736 (2.3702765464782716) | > loss_1: 24.935976028442383 (32.228682136535646)  --> STEP: 21 | > loss_disc: 2.302713632583618 (2.4684340953826904) | > loss_disc_real_0: 0.07019753009080887 (0.16875540003890083) | > loss_disc_real_1: 0.1419256627559662 (0.19846935960508527) | > loss_disc_real_2: 0.22446399927139282 (0.26073063555217924) | > loss_disc_real_3: 0.2846956253051758 (0.2730083770695187) | > loss_disc_real_4: 0.2230420857667923 (0.24645077898388817) | > loss_disc_real_5: 0.1765206754207611 (0.21703348699070157) | > loss_0: 2.302713632583618 (2.4684340953826904) | > loss_gen: 2.261202573776245 (2.4160923617226735) | > loss_kl: 2.671732187271118 (3.173812128248669) | > loss_feat: 5.842435359954834 (6.635946069444929) | > loss_mel: 17.12880516052246 (17.539496558053152) | > loss_duration: 2.189859390258789 (2.361685253324963) | > loss_1: 30.09403419494629 (32.1270322345552)  --> STEP: 22 | > loss_disc: 2.215866804122925 (2.456953763961792) | > loss_disc_real_0: 0.06741805374622345 (0.16414915702559732) | > loss_disc_real_1: 0.11819086223840714 (0.194820336997509) | > loss_disc_real_2: 0.23359228670597076 (0.25949707424098795) | > loss_disc_real_3: 0.24844524264335632 (0.27189187095923856) | > loss_disc_real_4: 0.2162456065416336 (0.24507781660014932) | > loss_disc_real_5: 0.2865750789642334 (0.22019446844404394) | > loss_0: 2.215866804122925 (2.456953763961792) | > loss_gen: 2.445563316345215 (2.4174319505691524) | > loss_kl: 2.359856605529785 (3.136814149943265) | > loss_feat: 8.487210273742676 (6.720094442367554) | > loss_mel: 18.543275833129883 (17.585122888738457) | > loss_duration: 2.2362422943115234 (2.3559833006425337) | > loss_1: 34.07215118408203 (32.215446732260965)  --> STEP: 23 | > loss_disc: 2.3075950145721436 (2.4504599052926768) | > loss_disc_real_0: 0.18520191311836243 (0.16506449424702188) | > loss_disc_real_1: 0.11439170688390732 (0.19132344003604806) | > loss_disc_real_2: 0.1846589297056198 (0.256243241869885) | > loss_disc_real_3: 0.26009997725486755 (0.27137917992861377) | > loss_disc_real_4: 0.2177000641822815 (0.2438874795385029) | > loss_disc_real_5: 0.216806098818779 (0.22004714802555417) | > loss_0: 2.3075950145721436 (2.4504599052926768) | > loss_gen: 2.376276731491089 (2.415642593217932) | > loss_kl: 2.913794994354248 (3.1271176649176557) | > loss_feat: 7.7246270179748535 (6.763769771741784) | > loss_mel: 16.67630958557129 (17.54560926686162) | > loss_duration: 2.2919435501098633 (2.3531989636628525) | > loss_1: 31.982952117919922 (32.205338270767875)  --> STEP: 24 | > loss_disc: 2.5401196479797363 (2.454195727904638) | > loss_disc_real_0: 0.17205774784088135 (0.1653558798134327) | > loss_disc_real_1: 0.23975911736488342 (0.19334159325808287) | > loss_disc_real_2: 0.2798870801925659 (0.2572284017999967) | > loss_disc_real_3: 0.2692425549030304 (0.2712901538858811) | > loss_disc_real_4: 0.23814330995082855 (0.24364813913901648) | > loss_disc_real_5: 0.22237929701805115 (0.22014432090024152) | > loss_0: 2.5401196479797363 (2.454195727904638) | > loss_gen: 2.628920793533325 (2.42452918489774) | > loss_kl: 2.311938762664795 (3.0931518773237863) | > loss_feat: 6.147494792938232 (6.7380916476249695) | > loss_mel: 16.53203582763672 (17.50337704022725) | > loss_duration: 2.421375274658203 (2.3560396432876587) | > loss_1: 30.041767120361328 (32.11518947283427)  --> STEP: 25 | > loss_disc: 2.6580986976623535 (2.462351846694946) | > loss_disc_real_0: 0.1623402237892151 (0.165235253572464) | > loss_disc_real_1: 0.17530366778373718 (0.19262007623910904) | > loss_disc_real_2: 0.23307263851165771 (0.2562621712684631) | > loss_disc_real_3: 0.2880973815917969 (0.27196244299411776) | > loss_disc_real_4: 0.22648502886295319 (0.24296161472797395) | > loss_disc_real_5: 0.1977004110813141 (0.21924656450748445) | > loss_0: 2.6580986976623535 (2.462351846694946) | > loss_gen: 1.9775581359863281 (2.4066503429412838) | > loss_kl: 3.043484926223755 (3.0911651992797853) | > loss_feat: 5.747759819030762 (6.698478374481201) | > loss_mel: 14.928584098815918 (17.400385322570795) | > loss_duration: 2.465320587158203 (2.3604108810424806) | > loss_1: 28.162708282470703 (31.957090225219726)  --> STEP: 26 | > loss_disc: 2.2286758422851562 (2.4533643080638003) | > loss_disc_real_0: 0.12073630094528198 (0.16352375539449546) | > loss_disc_real_1: 0.13113296031951904 (0.19025518716527864) | > loss_disc_real_2: 0.1306479573249817 (0.25143085534756) | > loss_disc_real_3: 0.2289823591709137 (0.27030936284707147) | > loss_disc_real_4: 0.16602946817874908 (0.24000268601454222) | > loss_disc_real_5: 0.20342229306697845 (0.2186379386828496) | > loss_0: 2.2286758422851562 (2.4533643080638003) | > loss_gen: 2.3494253158569336 (2.4044493803611164) | > loss_kl: 2.6498751640319824 (3.0741925056164083) | > loss_feat: 7.890314102172852 (6.74431821016165) | > loss_mel: 18.643877029418945 (17.448211926680337) | > loss_duration: 2.301967144012451 (2.3581630450028643) | > loss_1: 33.8354606628418 (32.029335242051346) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023058010981633114 (-0.0002743922747098482) | > avg_loss_disc: 2.4533643080638003 (+0.041637539863586426) | > avg_loss_disc_real_0: 0.16352375539449546 (+0.03550499004240221) | > avg_loss_disc_real_1: 0.19025518716527864 (-0.001984188189873337) | > avg_loss_disc_real_2: 0.25143085534756 (-0.003757106570097035) | > avg_loss_disc_real_3: 0.27030936284707147 (+0.03174943304978889) | > avg_loss_disc_real_4: 0.24000268601454222 (+0.004106270579191357) | > avg_loss_disc_real_5: 0.2186379386828496 (-0.02129313521660292) | > avg_loss_0: 2.4533643080638003 (+0.041637539863586426) | > avg_loss_gen: 2.4044493803611164 (+0.03542912006378218) | > avg_loss_kl: 3.0741925056164083 (-0.016438823479872244) | > avg_loss_feat: 6.74431821016165 (-0.04344261609590916) | > avg_loss_mel: 17.448211926680337 (+0.3686896470876775) | > avg_loss_duration: 2.3581630450028643 (+0.00011629324693007703) | > avg_loss_1: 32.029335242051346 (+0.3443543360783501)  > EPOCH: 871/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:49:49)   --> TIME: 2024-06-12 05:49:57 -- STEP: 19/330 -- GLOBAL_STEP: 375450 | > loss_disc: 2.2903409004211426 (2.3025185434441817) | > loss_disc_real_0: 0.0861985981464386 (0.0963568671753532) | > loss_disc_real_1: 0.17610366642475128 (0.19239329507476405) | > loss_disc_real_2: 0.19826261699199677 (0.2074522587813829) | > loss_disc_real_3: 0.21663182973861694 (0.23124218536050697) | > loss_disc_real_4: 0.22531522810459137 (0.24138211498135015) | > loss_disc_real_5: 0.2266702651977539 (0.22907099206196635) | > loss_0: 2.2903409004211426 (2.3025185434441817) | > grad_norm_0: tensor(7.4772, device='cuda:0') (tensor(6.8471, device='cuda:0')) | > loss_gen: 2.3997385501861572 (2.5351935060400717) | > loss_kl: 1.8547077178955078 (1.939575007087306) | > loss_feat: 7.245229244232178 (7.0780714687548185) | > loss_mel: 16.89095687866211 (17.576838242380244) | > loss_duration: 1.9552693367004395 (2.032434902693096) | > loss_1: 30.345901489257812 (31.162112988923724) | > grad_norm_1: tensor(76.1131, device='cuda:0') (tensor(98.7413, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3548 (0.3637864589691162) | > loader_time: 0.0032 (0.0031092417867560136)  --> TIME: 2024-06-12 05:50:06 -- STEP: 44/330 -- GLOBAL_STEP: 375475 | > loss_disc: 2.2970638275146484 (2.30230668999932) | > loss_disc_real_0: 0.10662554949522018 (0.10065127113326029) | > loss_disc_real_1: 0.20184652507305145 (0.19293806938962502) | > loss_disc_real_2: 0.18221354484558105 (0.20402779294685883) | > loss_disc_real_3: 0.20818965137004852 (0.2267021777277643) | > loss_disc_real_4: 0.2230333834886551 (0.23383447832681917) | > loss_disc_real_5: 0.20308072865009308 (0.22298577292398972) | > loss_0: 2.2970638275146484 (2.30230668999932) | > grad_norm_0: tensor(8.3277, device='cuda:0') (tensor(7.5045, device='cuda:0')) | > loss_gen: 2.501889228820801 (2.5361936254934836) | > loss_kl: 2.1356492042541504 (1.9581134129654278) | > loss_feat: 7.425789833068848 (7.135160056027499) | > loss_mel: 17.52262306213379 (17.274225191636525) | > loss_duration: 1.9105619192123413 (1.9923765307123011) | > loss_1: 31.49651527404785 (30.89606874639338) | > grad_norm_1: tensor(48.2075, device='cuda:0') (tensor(84.0238, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3553 (0.36221657016060554) | > loader_time: 0.0033 (0.003316960551521994)  --> TIME: 2024-06-12 05:50:15 -- STEP: 69/330 -- GLOBAL_STEP: 375500 | > loss_disc: 2.337214231491089 (2.3249471049377877) | > loss_disc_real_0: 0.10926880687475204 (0.10425542381362639) | > loss_disc_real_1: 0.1474190503358841 (0.19280552108218704) | > loss_disc_real_2: 0.21247749030590057 (0.20656338247700015) | > loss_disc_real_3: 0.24104340374469757 (0.22784472159717395) | > loss_disc_real_4: 0.24226416647434235 (0.23352385085562002) | > loss_disc_real_5: 0.24442504346370697 (0.2244206487700559) | > loss_0: 2.337214231491089 (2.3249471049377877) | > grad_norm_0: tensor(6.8467, device='cuda:0') (tensor(8.1581, device='cuda:0')) | > loss_gen: 2.5953738689422607 (2.506200465603152) | > loss_kl: 1.9780091047286987 (1.971995915191761) | > loss_feat: 7.990761756896973 (7.071934098782747) | > loss_mel: 16.576162338256836 (17.217005826424867) | > loss_duration: 1.9362108707427979 (1.9804484792377637) | > loss_1: 31.07651710510254 (30.747584743776184) | > grad_norm_1: tensor(220.1795, device='cuda:0') (tensor(90.8883, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3645 (0.36214406939520344) | > loader_time: 0.004 (0.0034346165864363957) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_375500.pth  --> TIME: 2024-06-12 05:50:29 -- STEP: 94/330 -- GLOBAL_STEP: 375525 | > loss_disc: 2.4552624225616455 (2.3391196930662113) | > loss_disc_real_0: 0.13506093621253967 (0.10742680958293854) | > loss_disc_real_1: 0.21962174773216248 (0.19496135857511074) | > loss_disc_real_2: 0.21923543512821198 (0.20732091208721729) | > loss_disc_real_3: 0.2505420744419098 (0.22898904234170914) | > loss_disc_real_4: 0.2458978295326233 (0.2330955369992459) | > loss_disc_real_5: 0.2074768990278244 (0.22377939585675585) | > loss_0: 2.4552624225616455 (2.3391196930662113) | > grad_norm_0: tensor(9.9181, device='cuda:0') (tensor(8.2544, device='cuda:0')) | > loss_gen: 2.397677183151245 (2.4942970783152485) | > loss_kl: 2.0805277824401855 (1.9840649480515338) | > loss_feat: 7.556066036224365 (7.047886391903492) | > loss_mel: 17.712539672851562 (17.202084602193633) | > loss_duration: 1.9878935813903809 (1.9790838386150116) | > loss_1: 31.734703063964844 (30.707416859078915) | > grad_norm_1: tensor(169.4452, device='cuda:0') (tensor(92.0724, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3693 (0.36447811887619336) | > loader_time: 0.0037 (0.0035637617111206055)  --> TIME: 2024-06-12 05:50:38 -- STEP: 119/330 -- GLOBAL_STEP: 375550 | > loss_disc: 2.373232364654541 (2.3375722300104744) | > loss_disc_real_0: 0.12182043492794037 (0.10714345613197118) | > loss_disc_real_1: 0.22285312414169312 (0.19469911749122523) | > loss_disc_real_2: 0.23637795448303223 (0.20779134621139334) | > loss_disc_real_3: 0.24431778490543365 (0.22825799381532588) | > loss_disc_real_4: 0.2285173386335373 (0.23239721245124562) | > loss_disc_real_5: 0.2205483764410019 (0.22334663444707373) | > loss_0: 2.373232364654541 (2.3375722300104744) | > grad_norm_0: tensor(7.9415, device='cuda:0') (tensor(9.3185, device='cuda:0')) | > loss_gen: 2.54613995552063 (2.4994526831041863) | > loss_kl: 2.026610851287842 (2.000408829761153) | > loss_feat: 7.280239105224609 (7.070033285798145) | > loss_mel: 17.03569984436035 (17.2323362366492) | > loss_duration: 1.9875261783599854 (1.981820708563348) | > loss_1: 30.876216888427734 (30.784051670747644) | > grad_norm_1: tensor(62.8434, device='cuda:0') (tensor(118.7996, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3656 (0.3656720013177695) | > loader_time: 0.0047 (0.0036886239252170595)  --> TIME: 2024-06-12 05:50:48 -- STEP: 144/330 -- GLOBAL_STEP: 375575 | > loss_disc: 2.3798508644104004 (2.343399360775948) | > loss_disc_real_0: 0.06359007954597473 (0.10839349740288323) | > loss_disc_real_1: 0.2397288829088211 (0.19502044189721343) | > loss_disc_real_2: 0.2131935954093933 (0.2090766891423199) | > loss_disc_real_3: 0.25107499957084656 (0.22940562365369666) | > loss_disc_real_4: 0.24164684116840363 (0.23310331575986412) | > loss_disc_real_5: 0.22878120839595795 (0.22313514413932958) | > loss_0: 2.3798508644104004 (2.343399360775948) | > grad_norm_0: tensor(8.2217, device='cuda:0') (tensor(9.9009, device='cuda:0')) | > loss_gen: 2.4209678173065186 (2.4986302769846387) | > loss_kl: 2.0777814388275146 (2.0115492410129976) | > loss_feat: 7.134647846221924 (7.05946370628145) | > loss_mel: 17.177213668823242 (17.224400679270424) | > loss_duration: 1.9817583560943604 (1.9883340804113283) | > loss_1: 30.792367935180664 (30.7823779185613) | > grad_norm_1: tensor(86.6083, device='cuda:0') (tensor(130.5828, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.383 (0.36662705408202273) | > loader_time: 0.0043 (0.0037821167045169407)  --> TIME: 2024-06-12 05:50:58 -- STEP: 169/330 -- GLOBAL_STEP: 375600 | > loss_disc: 2.3399300575256348 (2.3468572571432817) | > loss_disc_real_0: 0.1186433732509613 (0.11039101001779003) | > loss_disc_real_1: 0.1694502830505371 (0.1953067769842034) | > loss_disc_real_2: 0.2248639017343521 (0.20928571756774858) | > loss_disc_real_3: 0.23657439649105072 (0.22934658693138665) | > loss_disc_real_4: 0.23307788372039795 (0.23219009581402208) | > loss_disc_real_5: 0.22937436401844025 (0.22214826994393705) | > loss_0: 2.3399300575256348 (2.3468572571432817) | > grad_norm_0: tensor(14.9523, device='cuda:0') (tensor(11.1547, device='cuda:0')) | > loss_gen: 2.4762701988220215 (2.4952185323252483) | > loss_kl: 2.186798572540283 (2.0205088162563256) | > loss_feat: 7.000607013702393 (7.039482881331585) | > loss_mel: 16.800403594970703 (17.221127007839943) | > loss_duration: 2.039714813232422 (1.993881070402247) | > loss_1: 30.503793716430664 (30.77021823409041) | > grad_norm_1: tensor(278.5831, device='cuda:0') (tensor(150.3823, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3735 (0.3693434246898403) | > loader_time: 0.0044 (0.0038768201184695996)  --> TIME: 2024-06-12 05:51:08 -- STEP: 194/330 -- GLOBAL_STEP: 375625 | > loss_disc: 2.503405809402466 (2.358637566418992) | > loss_disc_real_0: 0.15185952186584473 (0.1119614843778389) | > loss_disc_real_1: 0.17740722000598907 (0.1956845969729816) | > loss_disc_real_2: 0.23134049773216248 (0.2107127526218129) | > loss_disc_real_3: 0.2272701859474182 (0.2303101073988934) | > loss_disc_real_4: 0.2407854050397873 (0.2330829928216246) | > loss_disc_real_5: 0.22585229575634003 (0.22330376321507484) | > loss_0: 2.503405809402466 (2.358637566418992) | > grad_norm_0: tensor(9.2008, device='cuda:0') (tensor(11.4438, device='cuda:0')) | > loss_gen: 2.3084239959716797 (2.4875290860834816) | > loss_kl: 2.1027910709381104 (2.023367015356869) | > loss_feat: 6.024016857147217 (7.022220080660791) | > loss_mel: 17.07864761352539 (17.216610102309367) | > loss_duration: 2.015331268310547 (2.001902163028717) | > loss_1: 29.529211044311523 (30.751628364484336) | > grad_norm_1: tensor(143.7621, device='cuda:0') (tensor(155.8291, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.3838 (0.3720982517163778) | > loader_time: 0.0045 (0.003980610788482981)  --> TIME: 2024-06-12 05:51:18 -- STEP: 219/330 -- GLOBAL_STEP: 375650 | > loss_disc: 2.389329433441162 (2.359282241020028) | > loss_disc_real_0: 0.12295624613761902 (0.11284189953651602) | > loss_disc_real_1: 0.17133760452270508 (0.19574413989504716) | > loss_disc_real_2: 0.19846758246421814 (0.21074602620242394) | > loss_disc_real_3: 0.2304876148700714 (0.2301122712218054) | > loss_disc_real_4: 0.2558647394180298 (0.2325018255133607) | > loss_disc_real_5: 0.23232372105121613 (0.22343113440084675) | > loss_0: 2.389329433441162 (2.359282241020028) | > grad_norm_0: tensor(13.8264, device='cuda:0') (tensor(12.9732, device='cuda:0')) | > loss_gen: 2.6116983890533447 (2.489489376817121) | > loss_kl: 2.238507032394409 (2.0271212853253147) | > loss_feat: 7.517472743988037 (7.016542545736653) | > loss_mel: 17.075458526611328 (17.17105875494271) | > loss_duration: 2.0925259590148926 (2.0103149822313484) | > loss_1: 31.535661697387695 (30.71452685142761) | > grad_norm_1: tensor(582.0837, device='cuda:0') (tensor(177.2077, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.4127 (0.37650934310808576) | > loader_time: 0.0057 (0.0041153158771392966)  --> TIME: 2024-06-12 05:51:29 -- STEP: 244/330 -- GLOBAL_STEP: 375675 | > loss_disc: 2.34562611579895 (2.358283421055215) | > loss_disc_real_0: 0.0883929580450058 (0.11358780975713105) | > loss_disc_real_1: 0.18905393779277802 (0.19565568711669712) | > loss_disc_real_2: 0.1880030632019043 (0.21076617261669675) | > loss_disc_real_3: 0.22129853069782257 (0.2302855175660282) | > loss_disc_real_4: 0.2859988808631897 (0.2323298471384361) | > loss_disc_real_5: 0.3071557581424713 (0.2221326459748823) | > loss_0: 2.34562611579895 (2.358283421055215) | > grad_norm_0: tensor(35.2165, device='cuda:0') (tensor(15.2830, device='cuda:0')) | > loss_gen: 2.68682599067688 (2.4982947941686295) | > loss_kl: 1.9710665941238403 (2.027305619638473) | > loss_feat: 7.413089752197266 (7.03678991364651) | > loss_mel: 16.275390625 (17.137815170600742) | > loss_duration: 2.0398125648498535 (2.0195109897949655) | > loss_1: 30.386184692382812 (30.719716400396628) | > grad_norm_1: tensor(368.8484, device='cuda:0') (tensor(203.5184, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.4308 (0.38009922230829957) | > loader_time: 0.0051 (0.0042564419449352825)  --> TIME: 2024-06-12 05:51:40 -- STEP: 269/330 -- GLOBAL_STEP: 375700 | > loss_disc: 2.3184382915496826 (2.3578680696097445) | > loss_disc_real_0: 0.22216930985450745 (0.11470425095699975) | > loss_disc_real_1: 0.1932506263256073 (0.19586176660645846) | > loss_disc_real_2: 0.20628750324249268 (0.2109220549187253) | > loss_disc_real_3: 0.25140881538391113 (0.23032716260080444) | > loss_disc_real_4: 0.2165679633617401 (0.23195972806015866) | > loss_disc_real_5: 0.17665496468544006 (0.2210851389790113) | > loss_0: 2.3184382915496826 (2.3578680696097445) | > grad_norm_0: tensor(70.2578, device='cuda:0') (tensor(17.3786, device='cuda:0')) | > loss_gen: 2.331192970275879 (2.505211803549728) | > loss_kl: 2.0481207370758057 (2.0310627470229186) | > loss_feat: 6.495777130126953 (7.059504753594948) | > loss_mel: 16.22663116455078 (17.094843719085333) | > loss_duration: 2.1256837844848633 (2.02810839161997) | > loss_1: 29.227405548095703 (30.718731337763565) | > grad_norm_1: tensor(565.4713, device='cuda:0') (tensor(231.1142, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.4369 (0.3840521294831343) | > loader_time: 0.0055 (0.0043846000969188365)  --> TIME: 2024-06-12 05:51:51 -- STEP: 294/330 -- GLOBAL_STEP: 375725 | > loss_disc: 2.3353028297424316 (2.3618874152501417) | > loss_disc_real_0: 0.08630314469337463 (0.11584949138618651) | > loss_disc_real_1: 0.1979023814201355 (0.19651294986204224) | > loss_disc_real_2: 0.246368870139122 (0.2113908977836979) | > loss_disc_real_3: 0.22806768119335175 (0.23032947685442814) | > loss_disc_real_4: 0.2049434632062912 (0.2316017143276273) | > loss_disc_real_5: 0.18621502816677094 (0.22083313996289056) | > loss_0: 2.3353028297424316 (2.3618874152501417) | > grad_norm_0: tensor(11.8610, device='cuda:0') (tensor(19.0232, device='cuda:0')) | > loss_gen: 2.5016183853149414 (2.502122507614344) | > loss_kl: 2.1106648445129395 (2.033806280619433) | > loss_feat: 7.061689376831055 (7.060464805486251) | > loss_mel: 17.128253936767578 (17.047480408026235) | > loss_duration: 2.1899383068084717 (2.0385681329941265) | > loss_1: 30.992164611816406 (30.682442068242704) | > grad_norm_1: tensor(130.9384, device='cuda:0') (tensor(252.9282, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.4589 (0.38971699419475736) | > loader_time: 0.0067 (0.004536532220386323)  --> TIME: 2024-06-12 05:52:04 -- STEP: 319/330 -- GLOBAL_STEP: 375750 | > loss_disc: 2.40773344039917 (2.367114419100052) | > loss_disc_real_0: 0.11668042093515396 (0.11749895949348761) | > loss_disc_real_1: 0.20391049981117249 (0.1967679976856446) | > loss_disc_real_2: 0.2299470752477646 (0.2115426219088905) | > loss_disc_real_3: 0.21311618387699127 (0.23067917102556618) | > loss_disc_real_4: 0.21228398382663727 (0.23186809459823798) | > loss_disc_real_5: 0.2123854160308838 (0.22109539180900614) | > loss_0: 2.40773344039917 (2.367114419100052) | > grad_norm_0: tensor(23.0126, device='cuda:0') (tensor(19.7509, device='cuda:0')) | > loss_gen: 2.362605333328247 (2.4945919655707187) | > loss_kl: 2.0663540363311768 (2.0373323542944677) | > loss_feat: 8.423890113830566 (7.069074952116581) | > loss_mel: 17.387100219726562 (16.996178845253095) | > loss_duration: 2.237161159515381 (2.0525790393165657) | > loss_1: 32.47711181640625 (30.649757128150487) | > grad_norm_1: tensor(332.6452, device='cuda:0') (tensor(264.3381, device='cuda:0')) | > current_lr_0: 0.00017936728251709814 | > current_lr_1: 0.00017936728251709814 | > step_time: 0.5547 (0.3994047350270619) | > loader_time: 0.0086 (0.004764448512684215)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5331711769104004 (2.5331711769104004) | > loss_disc_real_0: 0.22229492664337158 (0.22229492664337158) | > loss_disc_real_1: 0.1675613671541214 (0.1675613671541214) | > loss_disc_real_2: 0.20382985472679138 (0.20382985472679138) | > loss_disc_real_3: 0.24340926110744476 (0.24340926110744476) | > loss_disc_real_4: 0.2871163487434387 (0.2871163487434387) | > loss_disc_real_5: 0.30728647112846375 (0.30728647112846375) | > loss_0: 2.5331711769104004 (2.5331711769104004) | > loss_gen: 2.3804850578308105 (2.3804850578308105) | > loss_kl: 2.078409194946289 (2.078409194946289) | > loss_feat: 5.539904594421387 (5.539904594421387) | > loss_mel: 15.524022102355957 (15.524022102355957) | > loss_duration: 3.142090320587158 (3.142090320587158) | > loss_1: 28.6649112701416 (28.6649112701416)  --> STEP: 1 | > loss_disc: 2.306673049926758 (2.306673049926758) | > loss_disc_real_0: 0.0785704106092453 (0.0785704106092453) | > loss_disc_real_1: 0.19657880067825317 (0.19657880067825317) | > loss_disc_real_2: 0.1255548596382141 (0.1255548596382141) | > loss_disc_real_3: 0.20355886220932007 (0.20355886220932007) | > loss_disc_real_4: 0.2212684005498886 (0.2212684005498886) | > loss_disc_real_5: 0.28072136640548706 (0.28072136640548706) | > loss_0: 2.306673049926758 (2.306673049926758) | > loss_gen: 2.2014238834381104 (2.2014238834381104) | > loss_kl: 3.3420333862304688 (3.3420333862304688) | > loss_feat: 7.323481559753418 (7.323481559753418) | > loss_mel: 18.199153900146484 (18.199153900146484) | > loss_duration: 2.5739455223083496 (2.5739455223083496) | > loss_1: 33.640037536621094 (33.640037536621094)  --> STEP: 2 | > loss_disc: 2.4144527912139893 (2.3605629205703735) | > loss_disc_real_0: 0.15849867463111877 (0.11853454262018204) | > loss_disc_real_1: 0.2245621532201767 (0.21057047694921494) | > loss_disc_real_2: 0.20943866670131683 (0.16749676316976547) | > loss_disc_real_3: 0.2353753298521042 (0.21946709603071213) | > loss_disc_real_4: 0.24847759306430817 (0.2348729968070984) | > loss_disc_real_5: 0.27197760343551636 (0.2763494849205017) | > loss_0: 2.4144527912139893 (2.3605629205703735) | > loss_gen: 2.393409252166748 (2.297416567802429) | > loss_kl: 3.4184932708740234 (3.380263328552246) | > loss_feat: 5.828385829925537 (6.5759336948394775) | > loss_mel: 18.295494079589844 (18.247323989868164) | > loss_duration: 2.47660756111145 (2.5252765417099) | > loss_1: 32.412391662597656 (33.026214599609375)  --> STEP: 3 | > loss_disc: 2.298940896987915 (2.340022246042887) | > loss_disc_real_0: 0.06095806509256363 (0.09934238344430923) | > loss_disc_real_1: 0.19096718728542328 (0.2040360470612844) | > loss_disc_real_2: 0.1957605481147766 (0.1769180248181025) | > loss_disc_real_3: 0.19517676532268524 (0.2113703191280365) | > loss_disc_real_4: 0.1942848414182663 (0.2213436116774877) | > loss_disc_real_5: 0.1778373271226883 (0.24351209898789725) | > loss_0: 2.298940896987915 (2.340022246042887) | > loss_gen: 2.166142463684082 (2.2536585330963135) | > loss_kl: 3.6668789386749268 (3.475801865259806) | > loss_feat: 6.388237476348877 (6.513368288675944) | > loss_mel: 17.13395881652832 (17.87620226542155) | > loss_duration: 2.414578914642334 (2.488377332687378) | > loss_1: 31.76979637145996 (32.60740852355957)  --> STEP: 4 | > loss_disc: 2.2829880714416504 (2.325763702392578) | > loss_disc_real_0: 0.12661781907081604 (0.10616124235093594) | > loss_disc_real_1: 0.2024899423122406 (0.20364952087402344) | > loss_disc_real_2: 0.1914941668510437 (0.18056206032633781) | > loss_disc_real_3: 0.22850778698921204 (0.21565468609333038) | > loss_disc_real_4: 0.19058719277381897 (0.2136545069515705) | > loss_disc_real_5: 0.197633758187294 (0.23204251378774643) | > loss_0: 2.2829880714416504 (2.325763702392578) | > loss_gen: 2.2676360607147217 (2.2571529150009155) | > loss_kl: 4.101603031158447 (3.6322521567344666) | > loss_feat: 6.840337753295898 (6.595110654830933) | > loss_mel: 17.158098220825195 (17.69667625427246) | > loss_duration: 2.4460840225219727 (2.4778040051460266) | > loss_1: 32.813758850097656 (32.65899610519409)  --> STEP: 5 | > loss_disc: 2.485413074493408 (2.357693576812744) | > loss_disc_real_0: 0.1338556408882141 (0.11170012205839157) | > loss_disc_real_1: 0.1795380562543869 (0.19882722795009614) | > loss_disc_real_2: 0.23335595428943634 (0.19112083911895753) | > loss_disc_real_3: 0.27338582277297974 (0.22720091342926024) | > loss_disc_real_4: 0.3191334307193756 (0.23475029170513154) | > loss_disc_real_5: 0.2867789566516876 (0.24298980236053466) | > loss_0: 2.485413074493408 (2.357693576812744) | > loss_gen: 2.305711507797241 (2.2668646335601808) | > loss_kl: 3.038604497909546 (3.5135226249694824) | > loss_feat: 4.362142562866211 (6.148517036437989) | > loss_mel: 18.019838333129883 (17.761308670043945) | > loss_duration: 2.331289768218994 (2.44850115776062) | > loss_1: 30.057586669921875 (32.13871421813965)  --> STEP: 6 | > loss_disc: 2.504852294921875 (2.3822200298309326) | > loss_disc_real_0: 0.18038567900657654 (0.12314771488308907) | > loss_disc_real_1: 0.17053256928920746 (0.19411145150661469) | > loss_disc_real_2: 0.23563505709171295 (0.1985398754477501) | > loss_disc_real_3: 0.21889449656009674 (0.225816510617733) | > loss_disc_real_4: 0.1865530014038086 (0.22671740998824438) | > loss_disc_real_5: 0.21826080977916718 (0.23886830359697342) | > loss_0: 2.504852294921875 (2.3822200298309326) | > loss_gen: 2.1455769538879395 (2.2466500202814736) | > loss_kl: 3.367060899734497 (3.4891123374303183) | > loss_feat: 5.214271545410156 (5.992809454600017) | > loss_mel: 14.372869491577148 (17.196568806966145) | > loss_duration: 2.228184223175049 (2.411781668663025) | > loss_1: 27.327960968017578 (31.33692200978597)  --> STEP: 7 | > loss_disc: 2.419708251953125 (2.387575490134103) | > loss_disc_real_0: 0.178932785987854 (0.13111701075519835) | > loss_disc_real_1: 0.22998303174972534 (0.19923596296991622) | > loss_disc_real_2: 0.19527241587638855 (0.19807309550898416) | > loss_disc_real_3: 0.3104807734489441 (0.23791140530790603) | > loss_disc_real_4: 0.28565412759780884 (0.235136941075325) | > loss_disc_real_5: 0.3011745810508728 (0.2477692003761019) | > loss_0: 2.419708251953125 (2.387575490134103) | > loss_gen: 2.8266241550445557 (2.3295034681047713) | > loss_kl: 4.579285621643066 (3.6448513780321394) | > loss_feat: 5.4010396003723145 (5.908270903996059) | > loss_mel: 17.518823623657227 (17.242605209350586) | > loss_duration: 2.557844877243042 (2.432647841317313) | > loss_1: 32.88361740112305 (31.557878494262695)  --> STEP: 8 | > loss_disc: 2.7016241550445557 (2.4268315732479095) | > loss_disc_real_0: 0.27593186497688293 (0.14921886753290892) | > loss_disc_real_1: 0.25601494312286377 (0.20633333548903465) | > loss_disc_real_2: 0.17896459996700287 (0.1956845335662365) | > loss_disc_real_3: 0.21923384070396423 (0.2355767097324133) | > loss_disc_real_4: 0.19895116984844208 (0.23061371967196465) | > loss_disc_real_5: 0.24577279388904572 (0.24751964956521988) | > loss_0: 2.7016241550445557 (2.4268315732479095) | > loss_gen: 2.2159290313720703 (2.3153066635131836) | > loss_kl: 3.7950663566589355 (3.663628250360489) | > loss_feat: 8.701105117797852 (6.257375180721283) | > loss_mel: 18.549367904663086 (17.40595054626465) | > loss_duration: 2.3505196571350098 (2.422381818294525) | > loss_1: 35.61198806762695 (32.06464219093323)  --> STEP: 9 | > loss_disc: 2.407710552215576 (2.424707015355428) | > loss_disc_real_0: 0.20631957054138184 (0.1555633900894059) | > loss_disc_real_1: 0.19826507568359375 (0.205436862177319) | > loss_disc_real_2: 0.23375831544399261 (0.19991495377487606) | > loss_disc_real_3: 0.21966741979122162 (0.23380901085005867) | > loss_disc_real_4: 0.1733723133802414 (0.22425356341732872) | > loss_disc_real_5: 0.22704455256462097 (0.24524463878737557) | > loss_0: 2.407710552215576 (2.424707015355428) | > loss_gen: 2.4680683612823486 (2.3322801854875355) | > loss_kl: 2.691753387451172 (3.555642154481676) | > loss_feat: 10.967187881469727 (6.780687703026666) | > loss_mel: 18.985139846801758 (17.581416024102104) | > loss_duration: 2.214168071746826 (2.3992469575670032) | > loss_1: 37.326316833496094 (32.649272706773544)  --> STEP: 10 | > loss_disc: 2.6357059478759766 (2.4458069086074827) | > loss_disc_real_0: 0.17153914272785187 (0.1571609653532505) | > loss_disc_real_1: 0.22225672006607056 (0.20711884796619415) | > loss_disc_real_2: 0.2669457197189331 (0.20661803036928178) | > loss_disc_real_3: 0.2603133022785187 (0.23645943999290467) | > loss_disc_real_4: 0.25834500789642334 (0.22766270786523818) | > loss_disc_real_5: 0.29361313581466675 (0.2500814884901047) | > loss_0: 2.6357059478759766 (2.4458069086074827) | > loss_gen: 2.2016637325286865 (2.3192185401916503) | > loss_kl: 2.845522880554199 (3.4846302270889282) | > loss_feat: 4.862773895263672 (6.588896322250366) | > loss_mel: 14.481964111328125 (17.271470832824708) | > loss_duration: 2.393606185913086 (2.398682880401611) | > loss_1: 26.785531997680664 (32.06289863586426)  --> STEP: 11 | > loss_disc: 2.268988847732544 (2.4297325394370337) | > loss_disc_real_0: 0.14229461550712585 (0.1558094790036028) | > loss_disc_real_1: 0.18760600686073303 (0.20534495332024313) | > loss_disc_real_2: 0.20092535018920898 (0.20610051398927515) | > loss_disc_real_3: 0.22655659914016724 (0.2355591817335649) | > loss_disc_real_4: 0.2260807603597641 (0.22751889445564963) | > loss_disc_real_5: 0.2510673999786377 (0.250171116807244) | > loss_0: 2.268988847732544 (2.4297325394370337) | > loss_gen: 2.4130120277404785 (2.3277452208779077) | > loss_kl: 3.664440393447876 (3.5009766058488325) | > loss_feat: 6.156628608703613 (6.5495992573824795) | > loss_mel: 17.18145179748535 (17.263287284157492) | > loss_duration: 2.500298500061035 (2.4079206640070137) | > loss_1: 31.91583251953125 (32.04952898892489)  --> STEP: 12 | > loss_disc: 2.4286394119262695 (2.4296414454778033) | > loss_disc_real_0: 0.08944083005189896 (0.1502787582576275) | > loss_disc_real_1: 0.15017856657505035 (0.2007477544248104) | > loss_disc_real_2: 0.21409210562705994 (0.20676647995909056) | > loss_disc_real_3: 0.2141115665435791 (0.23377188046773276) | > loss_disc_real_4: 0.28543779253959656 (0.23234546929597855) | > loss_disc_real_5: 0.30309444665908813 (0.25458139429489773) | > loss_0: 2.4286394119262695 (2.4296414454778033) | > loss_gen: 2.2454535961151123 (2.320887585481008) | > loss_kl: 2.716798782348633 (3.4356284538904824) | > loss_feat: 6.275074481964111 (6.526722192764282) | > loss_mel: 17.21586799621582 (17.25933567682902) | > loss_duration: 2.3154711723327637 (2.400216539700826) | > loss_1: 30.768665313720703 (31.942790349324543)  --> STEP: 13 | > loss_disc: 2.5022778511047363 (2.4352288612952595) | > loss_disc_real_0: 0.16876110434532166 (0.1517004771874501) | > loss_disc_real_1: 0.28224000334739685 (0.20701638895731705) | > loss_disc_real_2: 0.24978891015052795 (0.2100758976661242) | > loss_disc_real_3: 0.2627108693122864 (0.23599795653269842) | > loss_disc_real_4: 0.21961434185504913 (0.23136615180052245) | > loss_disc_real_5: 0.1840478628873825 (0.24915573803278115) | > loss_0: 2.5022778511047363 (2.4352288612952595) | > loss_gen: 2.4127860069274902 (2.327956694823045) | > loss_kl: 3.3873136043548584 (3.431911927003127) | > loss_feat: 5.442081928253174 (6.443288326263428) | > loss_mel: 16.792098999023438 (17.2233943939209) | > loss_duration: 2.3266897201538086 (2.3945606305049014) | > loss_1: 30.36096954345703 (31.821111825796272)  --> STEP: 14 | > loss_disc: 2.470918655395508 (2.43777813230242) | > loss_disc_real_0: 0.15256120264530182 (0.15176195757729666) | > loss_disc_real_1: 0.2005821168422699 (0.20655679809195654) | > loss_disc_real_2: 0.18632660806179047 (0.2083795198372432) | > loss_disc_real_3: 0.2323722243309021 (0.23573897566114152) | > loss_disc_real_4: 0.2524830996990204 (0.23287450522184372) | > loss_disc_real_5: 0.2616451382637024 (0.25004783804927555) | > loss_0: 2.470918655395508 (2.43777813230242) | > loss_gen: 2.2553458213806152 (2.3227702038628713) | > loss_kl: 4.320847511291504 (3.495407325880868) | > loss_feat: 7.180960178375244 (6.495979172842843) | > loss_mel: 18.821325302124023 (17.33753231593541) | > loss_duration: 2.441061019897461 (2.3978820868900845) | > loss_1: 35.01953887939453 (32.04957090105329)  --> STEP: 15 | > loss_disc: 2.4405884742736816 (2.4379654884338375) | > loss_disc_real_0: 0.165146142244339 (0.1526542365550995) | > loss_disc_real_1: 0.19990067183971405 (0.20611305634180704) | > loss_disc_real_2: 0.2106512039899826 (0.20853096544742583) | > loss_disc_real_3: 0.23584653437137604 (0.23574614624182383) | > loss_disc_real_4: 0.17525966465473175 (0.22903351585070292) | > loss_disc_real_5: 0.19749176502227783 (0.2465440998474757) | > loss_0: 2.4405884742736816 (2.4379654884338375) | > loss_gen: 2.186051845550537 (2.313655646642049) | > loss_kl: 3.0713601112365723 (3.467137511571248) | > loss_feat: 9.117413520812988 (6.67074146270752) | > loss_mel: 18.543149948120117 (17.41790682474772) | > loss_duration: 2.4339003562927246 (2.4002833048502605) | > loss_1: 35.35187530517578 (32.26972452799479)  --> STEP: 16 | > loss_disc: 2.4904658794403076 (2.441246762871742) | > loss_disc_real_0: 0.18374542891979218 (0.15459743607789278) | > loss_disc_real_1: 0.26002198457717896 (0.2094823643565178) | > loss_disc_real_2: 0.19315379858016968 (0.20756989251822233) | > loss_disc_real_3: 0.1739465892314911 (0.23188367392867804) | > loss_disc_real_4: 0.21458746492862701 (0.22813063766807318) | > loss_disc_real_5: 0.1641453057527542 (0.2413941752165556) | > loss_0: 2.4904658794403076 (2.441246762871742) | > loss_gen: 2.2900633811950684 (2.312181130051613) | > loss_kl: 3.1369645595550537 (3.446501702070236) | > loss_feat: 8.666434288024902 (6.795472264289856) | > loss_mel: 15.660623550415039 (17.30807662010193) | > loss_duration: 2.3603696823120117 (2.39778870344162) | > loss_1: 32.11445617675781 (32.26002025604248)  --> STEP: 17 | > loss_disc: 2.746685743331909 (2.45921376172234) | > loss_disc_real_0: 0.2054092139005661 (0.15758636418510885) | > loss_disc_real_1: 0.19864830374717712 (0.2088450666736154) | > loss_disc_real_2: 0.20110692083835602 (0.20718971771352432) | > loss_disc_real_3: 0.2814594805240631 (0.23479989784605362) | > loss_disc_real_4: 0.25779691338539124 (0.22987571271026835) | > loss_disc_real_5: 0.35878151655197144 (0.24829931294216828) | > loss_0: 2.746685743331909 (2.45921376172234) | > loss_gen: 2.215254545211792 (2.3064795662375057) | > loss_kl: 1.9943903684616089 (3.3610833883285522) | > loss_feat: 4.960007667541504 (6.687503758598776) | > loss_mel: 15.551209449768066 (17.20473149243523) | > loss_duration: 2.410019636154175 (2.39850817007177) | > loss_1: 27.13088035583496 (31.958306144265567)  --> STEP: 18 | > loss_disc: 2.5671286582946777 (2.4652090337541366) | > loss_disc_real_0: 0.07118573039770126 (0.15278632897469732) | > loss_disc_real_1: 0.18099752068519592 (0.20729798078536987) | > loss_disc_real_2: 0.10846914350986481 (0.20170524136887658) | > loss_disc_real_3: 0.19686239957809448 (0.23269225905338922) | > loss_disc_real_4: 0.16097906231880188 (0.22604812102185357) | > loss_disc_real_5: 0.15523308515548706 (0.24312896695401934) | > loss_0: 2.5671286582946777 (2.4652090337541366) | > loss_gen: 1.8334863185882568 (2.2802021635903253) | > loss_kl: 2.8726160526275635 (3.333946314122942) | > loss_feat: 8.86164665222168 (6.8082894749111595) | > loss_mel: 17.87230110168457 (17.24181869294908) | > loss_duration: 2.2947440147399902 (2.3927434947755604) | > loss_1: 33.73479461669922 (32.05699994828966)  --> STEP: 19 | > loss_disc: 2.6466803550720215 (2.4747601559287618) | > loss_disc_real_0: 0.18126599490642548 (0.15428525876057775) | > loss_disc_real_1: 0.2630364000797272 (0.21023158180086235) | > loss_disc_real_2: 0.3138991892337799 (0.20761018599334516) | > loss_disc_real_3: 0.27546507120132446 (0.23494345969275424) | > loss_disc_real_4: 0.27703964710235596 (0.2287318855524063) | > loss_disc_real_5: 0.25877752900123596 (0.2439525754828202) | > loss_0: 2.6466803550720215 (2.4747601559287618) | > loss_gen: 2.452115058898926 (2.2892502107118307) | > loss_kl: 2.4836370944976807 (3.2891931973005595) | > loss_feat: 7.003999710083008 (6.818590013604415) | > loss_mel: 17.029155731201172 (17.230625905488665) | > loss_duration: 2.396247625350952 (2.3929279227005806) | > loss_1: 31.365154266357422 (32.02058701766165)  --> STEP: 20 | > loss_disc: 2.3578741550445557 (2.468915855884551) | > loss_disc_real_0: 0.12783053517341614 (0.15296252258121967) | > loss_disc_real_1: 0.17730239033699036 (0.20858512222766876) | > loss_disc_real_2: 0.17475934326648712 (0.20596764385700225) | > loss_disc_real_3: 0.23391155898571014 (0.23489186465740203) | > loss_disc_real_4: 0.20955240726470947 (0.22777291163802146) | > loss_disc_real_5: 0.22612158954143524 (0.24306102618575096) | > loss_0: 2.3578741550445557 (2.468915855884551) | > loss_gen: 2.226870536804199 (2.286131227016449) | > loss_kl: 2.5525805950164795 (3.2523625671863554) | > loss_feat: 8.009384155273438 (6.878129720687866) | > loss_mel: 18.99371337890625 (17.318780279159547) | > loss_duration: 2.320662021636963 (2.3893146276474) | > loss_1: 34.103214263916016 (32.12471837997437)  --> STEP: 21 | > loss_disc: 2.4180188179016113 (2.466492187409173) | > loss_disc_real_0: 0.11996576189994812 (0.15139124826306388) | > loss_disc_real_1: 0.15994641184806824 (0.2062689931619735) | > loss_disc_real_2: 0.20442675054073334 (0.20589426798479898) | > loss_disc_real_3: 0.20095503330230713 (0.2332758250690642) | > loss_disc_real_4: 0.246114119887352 (0.2286463025070372) | > loss_disc_real_5: 0.2171817123889923 (0.24182867790971482) | > loss_0: 2.4180188179016113 (2.466492187409173) | > loss_gen: 2.0692837238311768 (2.2758051554361978) | > loss_kl: 3.451748847961426 (3.2618571519851685) | > loss_feat: 5.244824409484863 (6.800353277297247) | > loss_mel: 14.427590370178223 (17.181104569208053) | > loss_duration: 2.119706630706787 (2.376476151602609) | > loss_1: 27.313156127929688 (31.89559636797224)  --> STEP: 22 | > loss_disc: 2.521934986114502 (2.469012314623052) | > loss_disc_real_0: 0.13352982699871063 (0.15057936547832054) | > loss_disc_real_1: 0.22899945080280304 (0.2073021957820112) | > loss_disc_real_2: 0.16684824228286743 (0.20411944863471118) | > loss_disc_real_3: 0.22180181741714478 (0.23275427926670422) | > loss_disc_real_4: 0.23608018457889557 (0.22898420623757623) | > loss_disc_real_5: 0.25142359733581543 (0.24226481061090122) | > loss_0: 2.521934986114502 (2.469012314623052) | > loss_gen: 2.1105539798736572 (2.2682937383651733) | > loss_kl: 2.5595176219940186 (3.229932627894662) | > loss_feat: 6.983616352081299 (6.808683417060158) | > loss_mel: 18.476806640625 (17.24000011790882) | > loss_duration: 2.214665412902832 (2.369121118025346) | > loss_1: 32.345157623291016 (31.916030970486727)  --> STEP: 23 | > loss_disc: 2.6429526805877686 (2.4765749392302134) | > loss_disc_real_0: 0.26558810472488403 (0.15557974544556244) | > loss_disc_real_1: 0.16737693548202515 (0.2055663148994031) | > loss_disc_real_2: 0.2551846206188202 (0.20633967350358548) | > loss_disc_real_3: 0.27553409337997437 (0.23461427118467248) | > loss_disc_real_4: 0.21641632914543152 (0.22843777679878732) | > loss_disc_real_5: 0.2192865014076233 (0.24126575368901956) | > loss_0: 2.6429526805877686 (2.4765749392302134) | > loss_gen: 2.197140693664551 (2.2652001277260156) | > loss_kl: 3.0514023303985596 (3.222170441047005) | > loss_feat: 5.234954833984375 (6.740260435187298) | > loss_mel: 16.019121170043945 (17.18691842452339) | > loss_duration: 2.291355609893799 (2.3657400089761484) | > loss_1: 28.79397201538086 (31.780289276786473)  --> STEP: 24 | > loss_disc: 2.5550756454467773 (2.479845801989237) | > loss_disc_real_0: 0.1267656683921814 (0.15437915890167156) | > loss_disc_real_1: 0.2745389938354492 (0.20844017652173838) | > loss_disc_real_2: 0.25748467445373535 (0.20847071520984173) | > loss_disc_real_3: 0.2719137370586395 (0.23616841559608778) | > loss_disc_real_4: 0.2628293037414551 (0.22987075708806515) | > loss_disc_real_5: 0.2659552991390228 (0.24229448474943638) | > loss_0: 2.5550756454467773 (2.479845801989237) | > loss_gen: 2.391303300857544 (2.270454426606496) | > loss_kl: 2.7702412605285645 (3.2033400585254035) | > loss_feat: 5.617523193359375 (6.6934797167778015) | > loss_mel: 17.248729705810547 (17.189493894577023) | > loss_duration: 2.433439254760742 (2.36856081088384) | > loss_1: 30.46123695373535 (31.725328763326008)  --> STEP: 25 | > loss_disc: 2.704458236694336 (2.4888302993774407) | > loss_disc_real_0: 0.22814328968524933 (0.1573297241330147) | > loss_disc_real_1: 0.1956355720758438 (0.20792799234390258) | > loss_disc_real_2: 0.19588781893253326 (0.2079673993587494) | > loss_disc_real_3: 0.22913627326488495 (0.23588712990283967) | > loss_disc_real_4: 0.20087121427059174 (0.22871077537536622) | > loss_disc_real_5: 0.24203282594680786 (0.24228401839733124) | > loss_0: 2.704458236694336 (2.4888302993774407) | > loss_gen: 2.1127946376800537 (2.264148035049438) | > loss_kl: 3.0132179260253906 (3.195735173225403) | > loss_feat: 6.692765235900879 (6.693451137542724) | > loss_mel: 15.6095552444458 (17.126296348571774) | > loss_duration: 2.447394371032715 (2.371714153289795) | > loss_1: 29.875728607177734 (31.65134475708008)  --> STEP: 26 | > loss_disc: 2.50766658782959 (2.489554772010216) | > loss_disc_real_0: 0.11606471240520477 (0.1557426082973297) | > loss_disc_real_1: 0.12878187000751495 (0.20488391071558) | > loss_disc_real_2: 0.18835027515888214 (0.20721289458183142) | > loss_disc_real_3: 0.20953279733657837 (0.23487350172721422) | > loss_disc_real_4: 0.15557172894477844 (0.2258977351280359) | > loss_disc_real_5: 0.19589632749557495 (0.24049987643957138) | > loss_0: 2.50766658782959 (2.489554772010216) | > loss_gen: 1.858996868133545 (2.2485652978603654) | > loss_kl: 2.1700615882873535 (3.156286189189324) | > loss_feat: 6.685742378234863 (6.693154646800115) | > loss_mel: 16.669292449951172 (17.108719275547905) | > loss_duration: 2.2916295528411865 (2.368633976349464) | > loss_1: 29.675724029541016 (31.575359344482422) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026100690548236565 (+0.0003042679566603451) | > avg_loss_disc: 2.489554772010216 (+0.03619046394641545) | > avg_loss_disc_real_0: 0.1557426082973297 (-0.007781147097165764) | > avg_loss_disc_real_1: 0.20488391071558 (+0.014628723550301342) | > avg_loss_disc_real_2: 0.20721289458183142 (-0.044217960765728564) | > avg_loss_disc_real_3: 0.23487350172721422 (-0.03543586111985725) | > avg_loss_disc_real_4: 0.2258977351280359 (-0.014104950886506318) | > avg_loss_disc_real_5: 0.24049987643957138 (+0.021861937756721794) | > avg_loss_0: 2.489554772010216 (+0.03619046394641545) | > avg_loss_gen: 2.2485652978603654 (-0.15588408250075103) | > avg_loss_kl: 3.156286189189324 (+0.08209368357291558) | > avg_loss_feat: 6.693154646800115 (-0.05116356336153505) | > avg_loss_mel: 17.108719275547905 (-0.33949265113243143) | > avg_loss_duration: 2.368633976349464 (+0.010470931346599599) | > avg_loss_1: 31.575359344482422 (-0.45397589756892387)  > EPOCH: 872/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:52:30)   --> TIME: 2024-06-12 05:52:37 -- STEP: 14/330 -- GLOBAL_STEP: 375775 | > loss_disc: 2.440654754638672 (2.3459201199667796) | > loss_disc_real_0: 0.10355369746685028 (0.10128035555992808) | > loss_disc_real_1: 0.21900267899036407 (0.19611738515751703) | > loss_disc_real_2: 0.20889614522457123 (0.21496178209781647) | > loss_disc_real_3: 0.2605050206184387 (0.22634720908743994) | > loss_disc_real_4: 0.2510441541671753 (0.22517861425876617) | > loss_disc_real_5: 0.24985972046852112 (0.21930200180837087) | > loss_0: 2.440654754638672 (2.3459201199667796) | > grad_norm_0: tensor(5.2371, device='cuda:0') (tensor(8.9124, device='cuda:0')) | > loss_gen: 2.3676578998565674 (2.495422993387495) | > loss_kl: 1.533171534538269 (1.9720919302531652) | > loss_feat: 6.019473552703857 (6.869985614504133) | > loss_mel: 15.902831077575684 (17.16328832081386) | > loss_duration: 1.99079167842865 (2.0414529953684126) | > loss_1: 27.813926696777344 (30.542242322649276) | > grad_norm_1: tensor(88.1146, device='cuda:0') (tensor(81.5807, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3648 (0.3783856289727347) | > loader_time: 0.0037 (0.0033496618270874023)  --> TIME: 2024-06-12 05:52:46 -- STEP: 39/330 -- GLOBAL_STEP: 375800 | > loss_disc: 2.433077812194824 (2.3420736545171494) | > loss_disc_real_0: 0.10494875907897949 (0.10248182503840862) | > loss_disc_real_1: 0.20041032135486603 (0.19416716427375108) | > loss_disc_real_2: 0.23922552168369293 (0.20978066401603895) | > loss_disc_real_3: 0.2630537152290344 (0.22760199889158592) | > loss_disc_real_4: 0.26139524579048157 (0.23218381290252393) | > loss_disc_real_5: 0.24237698316574097 (0.22423268969242388) | > loss_0: 2.433077812194824 (2.3420736545171494) | > grad_norm_0: tensor(10.5946, device='cuda:0') (tensor(7.5814, device='cuda:0')) | > loss_gen: 2.4260735511779785 (2.5030890856033716) | > loss_kl: 1.8404461145401 (1.9458006559274135) | > loss_feat: 6.636307716369629 (6.973926703135173) | > loss_mel: 16.436607360839844 (17.189612951034153) | > loss_duration: 1.9897161722183228 (1.990730303984422) | > loss_1: 29.32914924621582 (30.603159782214043) | > grad_norm_1: tensor(130.5605, device='cuda:0') (tensor(79.6321, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.364 (0.36946989939763) | > loader_time: 0.0033 (0.0034588422530736677)  --> TIME: 2024-06-12 05:52:56 -- STEP: 64/330 -- GLOBAL_STEP: 375825 | > loss_disc: 2.3533284664154053 (2.35718197748065) | > loss_disc_real_0: 0.13274921476840973 (0.10813072981545702) | > loss_disc_real_1: 0.253002405166626 (0.19561987277120352) | > loss_disc_real_2: 0.23173703253269196 (0.20849219476804137) | > loss_disc_real_3: 0.21785154938697815 (0.22885793773457408) | > loss_disc_real_4: 0.21664948761463165 (0.2306551083456725) | > loss_disc_real_5: 0.1923568993806839 (0.22474638395942748) | > loss_0: 2.3533284664154053 (2.35718197748065) | > grad_norm_0: tensor(6.5993, device='cuda:0') (tensor(8.9319, device='cuda:0')) | > loss_gen: 2.2890169620513916 (2.4820006601512437) | > loss_kl: 1.9136937856674194 (1.961718287318945) | > loss_feat: 7.037478446960449 (6.922625809907913) | > loss_mel: 17.272930145263672 (17.160128176212314) | > loss_duration: 1.974148154258728 (1.9798487424850464) | > loss_1: 30.487266540527344 (30.506321638822556) | > grad_norm_1: tensor(49.0432, device='cuda:0') (tensor(90.7054, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3607 (0.3704736977815628) | > loader_time: 0.004 (0.0035123303532600403)  --> TIME: 2024-06-12 05:53:05 -- STEP: 89/330 -- GLOBAL_STEP: 375850 | > loss_disc: 2.3690197467803955 (2.3586447855060015) | > loss_disc_real_0: 0.1192370057106018 (0.10898073624526516) | > loss_disc_real_1: 0.18973340094089508 (0.1954571556174353) | > loss_disc_real_2: 0.2527383863925934 (0.20869461555829216) | > loss_disc_real_3: 0.22961270809173584 (0.22851751912175938) | > loss_disc_real_4: 0.20889657735824585 (0.2314494704262594) | > loss_disc_real_5: 0.21764212846755981 (0.22427936199675785) | > loss_0: 2.3690197467803955 (2.3586447855060015) | > grad_norm_0: tensor(6.2431, device='cuda:0') (tensor(8.8143, device='cuda:0')) | > loss_gen: 2.502993106842041 (2.4750846128785216) | > loss_kl: 1.955422282218933 (1.9735973644792364) | > loss_feat: 6.928524494171143 (6.934862158271704) | > loss_mel: 16.991668701171875 (17.136204623104497) | > loss_duration: 1.9959077835083008 (1.9765758407249878) | > loss_1: 30.374515533447266 (30.49632453918457) | > grad_norm_1: tensor(59.4547, device='cuda:0') (tensor(86.2402, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3647 (0.3699635789635476) | > loader_time: 0.0033 (0.0035615422752466094)  --> TIME: 2024-06-12 05:53:15 -- STEP: 114/330 -- GLOBAL_STEP: 375875 | > loss_disc: 2.4206700325012207 (2.3613197615272115) | > loss_disc_real_0: 0.14782026410102844 (0.11072685808074056) | > loss_disc_real_1: 0.1736881136894226 (0.19583625712415625) | > loss_disc_real_2: 0.15443506836891174 (0.20807977543588277) | > loss_disc_real_3: 0.22152797877788544 (0.22848320373317652) | > loss_disc_real_4: 0.2353355884552002 (0.23055412672590792) | > loss_disc_real_5: 0.2184397578239441 (0.22441290750315315) | > loss_0: 2.4206700325012207 (2.3613197615272115) | > grad_norm_0: tensor(16.1693, device='cuda:0') (tensor(9.5877, device='cuda:0')) | > loss_gen: 2.454063653945923 (2.469803513142101) | > loss_kl: 2.000822067260742 (1.9762347811146785) | > loss_feat: 6.9446821212768555 (6.937410270958616) | > loss_mel: 17.116920471191406 (17.0962476228413) | > loss_duration: 1.9991918802261353 (1.9788004337695606) | > loss_1: 30.51567840576172 (30.458496545490465) | > grad_norm_1: tensor(181.6798, device='cuda:0') (tensor(98.2712, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3923 (0.3711209527233191) | > loader_time: 0.0047 (0.0036656124549999574)  --> TIME: 2024-06-12 05:53:24 -- STEP: 139/330 -- GLOBAL_STEP: 375900 | > loss_disc: 2.329962730407715 (2.358746281630701) | > loss_disc_real_0: 0.1377233862876892 (0.11117391918095754) | > loss_disc_real_1: 0.21459278464317322 (0.19571325386599667) | > loss_disc_real_2: 0.19106993079185486 (0.20906842666135425) | > loss_disc_real_3: 0.23800311982631683 (0.2288809035965007) | > loss_disc_real_4: 0.2341117262840271 (0.23092269918901456) | > loss_disc_real_5: 0.22818870842456818 (0.22386891303731382) | > loss_0: 2.329962730407715 (2.358746281630701) | > grad_norm_0: tensor(12.3678, device='cuda:0') (tensor(9.8713, device='cuda:0')) | > loss_gen: 2.519596576690674 (2.472346425914078) | > loss_kl: 2.050211191177368 (1.9832071288884114) | > loss_feat: 8.05485725402832 (6.949209103481375) | > loss_mel: 17.295488357543945 (17.111711707904202) | > loss_duration: 2.0582613945007324 (1.9856089893862499) | > loss_1: 31.97841453552246 (30.502083263808874) | > grad_norm_1: tensor(84.8146, device='cuda:0') (tensor(109.3508, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3743 (0.3734693904574826) | > loader_time: 0.004 (0.003767365174327823)  --> TIME: 2024-06-12 05:53:34 -- STEP: 164/330 -- GLOBAL_STEP: 375925 | > loss_disc: 2.3355841636657715 (2.3633934273952386) | > loss_disc_real_0: 0.11071442067623138 (0.11198505457127239) | > loss_disc_real_1: 0.1890815794467926 (0.19528872964949143) | > loss_disc_real_2: 0.19511811435222626 (0.2102427365394628) | > loss_disc_real_3: 0.21692581474781036 (0.2291044760949728) | > loss_disc_real_4: 0.24491839110851288 (0.23194409688798392) | > loss_disc_real_5: 0.2630167603492737 (0.22470517947179516) | > loss_0: 2.3355841636657715 (2.3633934273952386) | > grad_norm_0: tensor(13.4050, device='cuda:0') (tensor(9.8377, device='cuda:0')) | > loss_gen: 2.481257438659668 (2.4691905888115495) | > loss_kl: 1.9546630382537842 (1.9871802242790781) | > loss_feat: 7.0894670486450195 (6.959524614054982) | > loss_mel: 16.74608039855957 (17.134471637446737) | > loss_duration: 2.088132381439209 (1.9903636131344773) | > loss_1: 30.359601974487305 (30.54073063920184) | > grad_norm_1: tensor(71.4666, device='cuda:0') (tensor(111.4850, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3944 (0.3757372949181533) | > loader_time: 0.0043 (0.0038663614086988495)  --> TIME: 2024-06-12 05:53:45 -- STEP: 189/330 -- GLOBAL_STEP: 375950 | > loss_disc: 2.260857582092285 (2.362890027818223) | > loss_disc_real_0: 0.08914989233016968 (0.11318189865618787) | > loss_disc_real_1: 0.18904495239257812 (0.19539586371845669) | > loss_disc_real_2: 0.20147642493247986 (0.20989903783987446) | > loss_disc_real_3: 0.22258895635604858 (0.22888287420941408) | > loss_disc_real_4: 0.23235873878002167 (0.23155085206347167) | > loss_disc_real_5: 0.18470239639282227 (0.2239639145672006) | > loss_0: 2.260857582092285 (2.362890027818223) | > grad_norm_0: tensor(27.0225, device='cuda:0') (tensor(11.9565, device='cuda:0')) | > loss_gen: 2.50681734085083 (2.4694092967522834) | > loss_kl: 2.2615764141082764 (1.9975809874358001) | > loss_feat: 7.797610759735107 (6.964604950455762) | > loss_mel: 16.70357894897461 (17.114104770478768) | > loss_duration: 2.081073522567749 (1.999023264678067) | > loss_1: 31.350656509399414 (30.54472323826381) | > grad_norm_1: tensor(404.2008, device='cuda:0') (tensor(140.7243, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.4099 (0.3791094419186708) | > loader_time: 0.0053 (0.004009511735704211)  --> TIME: 2024-06-12 05:53:55 -- STEP: 214/330 -- GLOBAL_STEP: 375975 | > loss_disc: 2.3769161701202393 (2.3660470191563387) | > loss_disc_real_0: 0.10328353196382523 (0.11485316581745571) | > loss_disc_real_1: 0.22556152939796448 (0.19614932874095775) | > loss_disc_real_2: 0.23470142483711243 (0.2102604582209454) | > loss_disc_real_3: 0.23131093382835388 (0.22894366837550548) | > loss_disc_real_4: 0.2347075343132019 (0.23141212364502042) | > loss_disc_real_5: 0.24292607605457306 (0.22394263298712044) | > loss_0: 2.3769161701202393 (2.3660470191563387) | > grad_norm_0: tensor(42.2649, device='cuda:0') (tensor(14.3732, device='cuda:0')) | > loss_gen: 2.518746852874756 (2.4755342106952836) | > loss_kl: 1.9854375123977661 (2.0063668684424636) | > loss_feat: 6.954254627227783 (6.9799510118003205) | > loss_mel: 17.300996780395508 (17.096412832491875) | > loss_duration: 2.1166443824768066 (2.0079302175022735) | > loss_1: 30.876079559326172 (30.566195122549466) | > grad_norm_1: tensor(432.7250, device='cuda:0') (tensor(163.9715, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.3993 (0.38235819228341644) | > loader_time: 0.005 (0.00415585976894771)  --> TIME: 2024-06-12 05:54:06 -- STEP: 239/330 -- GLOBAL_STEP: 376000 | > loss_disc: 2.382587194442749 (2.369132970666286) | > loss_disc_real_0: 0.10627353191375732 (0.11656929635166124) | > loss_disc_real_1: 0.1762111932039261 (0.19645886559616074) | > loss_disc_real_2: 0.20886223018169403 (0.2101546731079972) | > loss_disc_real_3: 0.22002407908439636 (0.22919521190880732) | > loss_disc_real_4: 0.22596366703510284 (0.2317721871776062) | > loss_disc_real_5: 0.2311825454235077 (0.22364300869748183) | > loss_0: 2.382587194442749 (2.369132970666286) | > grad_norm_0: tensor(34.7449, device='cuda:0') (tensor(16.1273, device='cuda:0')) | > loss_gen: 2.4526357650756836 (2.476938659675948) | > loss_kl: 2.111168384552002 (2.0092988762396655) | > loss_feat: 6.687322616577148 (6.970675500366977) | > loss_mel: 16.57920265197754 (17.049101382618687) | > loss_duration: 2.0674867630004883 (2.0169054554097325) | > loss_1: 29.897815704345703 (30.522919858349916) | > grad_norm_1: tensor(492.0516, device='cuda:0') (tensor(186.5402, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.4199 (0.3858838630021865) | > loader_time: 0.0055 (0.004300331969640247) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_376000.pth  --> TIME: 2024-06-12 05:54:22 -- STEP: 264/330 -- GLOBAL_STEP: 376025 | > loss_disc: 2.4501705169677734 (2.3705268953785743) | > loss_disc_real_0: 0.09777751564979553 (0.11777115456590598) | > loss_disc_real_1: 0.17541567981243134 (0.1968811907890168) | > loss_disc_real_2: 0.17387337982654572 (0.21017297904825577) | > loss_disc_real_3: 0.2231094241142273 (0.2292196997300242) | > loss_disc_real_4: 0.22679264843463898 (0.23172918300737033) | > loss_disc_real_5: 0.2049054652452469 (0.22349009871708622) | > loss_0: 2.4501705169677734 (2.3705268953785743) | > grad_norm_0: tensor(22.5227, device='cuda:0') (tensor(16.9147, device='cuda:0')) | > loss_gen: 2.288753032684326 (2.4776391097993553) | > loss_kl: 2.1952855587005615 (2.0167090414148396) | > loss_feat: 6.426417350769043 (6.990262963555076) | > loss_mel: 16.22551727294922 (17.00671130599399) | > loss_duration: 2.137589693069458 (2.0253337450099718) | > loss_1: 29.2735652923584 (30.516656189253837) | > grad_norm_1: tensor(52.1121, device='cuda:0') (tensor(200.6010, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.4419 (0.39075059150204516) | > loader_time: 0.0058 (0.004467420505754877)  --> TIME: 2024-06-12 05:54:33 -- STEP: 289/330 -- GLOBAL_STEP: 376050 | > loss_disc: 2.457275390625 (2.372604860978967) | > loss_disc_real_0: 0.15787273645401 (0.1189931361552547) | > loss_disc_real_1: 0.2127605527639389 (0.19730129368783694) | > loss_disc_real_2: 0.23963332176208496 (0.2108585312704727) | > loss_disc_real_3: 0.24068239331245422 (0.2290875470865144) | > loss_disc_real_4: 0.23763181269168854 (0.23152907192707062) | > loss_disc_real_5: 0.27470362186431885 (0.2236303084861861) | > loss_0: 2.457275390625 (2.372604860978967) | > grad_norm_0: tensor(23.5676, device='cuda:0') (tensor(17.7452, device='cuda:0')) | > loss_gen: 2.3968491554260254 (2.4751206525056832) | > loss_kl: 2.0395710468292236 (2.0229454997501572) | > loss_feat: 6.58475399017334 (6.982161842002999) | > loss_mel: 16.373510360717773 (16.958566586451557) | > loss_duration: 2.1801767349243164 (2.035527133611659) | > loss_1: 29.574859619140625 (30.474321715147024) | > grad_norm_1: tensor(242.8017, device='cuda:0') (tensor(211.3162, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.4754 (0.39633341149062845) | > loader_time: 0.0066 (0.0046286459200109995)  --> TIME: 2024-06-12 05:54:46 -- STEP: 314/330 -- GLOBAL_STEP: 376075 | > loss_disc: 2.3187272548675537 (2.3737964668091682) | > loss_disc_real_0: 0.08891710638999939 (0.11960798102152195) | > loss_disc_real_1: 0.21065765619277954 (0.19726057255723672) | > loss_disc_real_2: 0.15671443939208984 (0.21096018231978092) | > loss_disc_real_3: 0.24080710113048553 (0.22942917362140242) | > loss_disc_real_4: 0.2339504510164261 (0.23153228825254804) | > loss_disc_real_5: 0.20721249282360077 (0.22340421630128934) | > loss_0: 2.3187272548675537 (2.3737964668091682) | > grad_norm_0: tensor(6.8756, device='cuda:0') (tensor(17.9353, device='cuda:0')) | > loss_gen: 2.4002370834350586 (2.4710986310509364) | > loss_kl: 2.019653558731079 (2.027600223471404) | > loss_feat: 7.273629665374756 (6.991973295333278) | > loss_mel: 16.447891235351562 (16.919424998532442) | > loss_duration: 2.2445411682128906 (2.0489890248912146) | > loss_1: 30.38595199584961 (30.45908616910315) | > grad_norm_1: tensor(89.6261, device='cuda:0') (tensor(218.7263, device='cuda:0')) | > current_lr_0: 0.0001793448616067835 | > current_lr_1: 0.0001793448616067835 | > step_time: 0.5176 (0.4048083724489638) | > loader_time: 0.0076 (0.004821709007214589)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.499014139175415 (2.499014139175415) | > loss_disc_real_0: 0.15326222777366638 (0.15326222777366638) | > loss_disc_real_1: 0.15830641984939575 (0.15830641984939575) | > loss_disc_real_2: 0.2508884370326996 (0.2508884370326996) | > loss_disc_real_3: 0.3117763102054596 (0.3117763102054596) | > loss_disc_real_4: 0.31155925989151 (0.31155925989151) | > loss_disc_real_5: 0.24845649302005768 (0.24845649302005768) | > loss_0: 2.499014139175415 (2.499014139175415) | > loss_gen: 2.3811721801757812 (2.3811721801757812) | > loss_kl: 1.5080950260162354 (1.5080950260162354) | > loss_feat: 5.5836181640625 (5.5836181640625) | > loss_mel: 15.831916809082031 (15.831916809082031) | > loss_duration: 2.943138837814331 (2.943138837814331) | > loss_1: 28.247940063476562 (28.247940063476562)  --> STEP: 1 | > loss_disc: 1.9752912521362305 (1.9752912521362305) | > loss_disc_real_0: 0.041164908558130264 (0.041164908558130264) | > loss_disc_real_1: 0.1909767985343933 (0.1909767985343933) | > loss_disc_real_2: 0.16967691481113434 (0.16967691481113434) | > loss_disc_real_3: 0.15856000781059265 (0.15856000781059265) | > loss_disc_real_4: 0.19967645406723022 (0.19967645406723022) | > loss_disc_real_5: 0.1787775456905365 (0.1787775456905365) | > loss_0: 1.9752912521362305 (1.9752912521362305) | > loss_gen: 2.382559299468994 (2.382559299468994) | > loss_kl: 3.206052541732788 (3.206052541732788) | > loss_feat: 7.134995937347412 (7.134995937347412) | > loss_mel: 17.477949142456055 (17.477949142456055) | > loss_duration: 2.42954683303833 (2.42954683303833) | > loss_1: 32.631103515625 (32.631103515625)  --> STEP: 2 | > loss_disc: 2.2728402614593506 (2.1240657567977905) | > loss_disc_real_0: 0.1336587518453598 (0.08741183020174503) | > loss_disc_real_1: 0.16042324900627136 (0.17570002377033234) | > loss_disc_real_2: 0.18416176736354828 (0.1769193410873413) | > loss_disc_real_3: 0.23376668989658356 (0.1961633488535881) | > loss_disc_real_4: 0.2368723750114441 (0.21827441453933716) | > loss_disc_real_5: 0.2407674342393875 (0.209772489964962) | > loss_0: 2.2728402614593506 (2.1240657567977905) | > loss_gen: 2.3685576915740967 (2.3755584955215454) | > loss_kl: 2.8023078441619873 (3.0041801929473877) | > loss_feat: 5.232794284820557 (6.183895111083984) | > loss_mel: 17.333335876464844 (17.40564250946045) | > loss_duration: 2.4571452140808105 (2.4433460235595703) | > loss_1: 30.194141387939453 (31.412622451782227)  --> STEP: 3 | > loss_disc: 2.3620858192443848 (2.203405777613322) | > loss_disc_real_0: 0.06501587480306625 (0.07994651173551877) | > loss_disc_real_1: 0.18134824931621552 (0.17758276561896005) | > loss_disc_real_2: 0.20614777505397797 (0.18666215240955353) | > loss_disc_real_3: 0.22816787660121918 (0.20683152476946512) | > loss_disc_real_4: 0.2586221992969513 (0.23172367612520853) | > loss_disc_real_5: 0.22732293605804443 (0.21562263866265616) | > loss_0: 2.3620858192443848 (2.203405777613322) | > loss_gen: 2.094176769256592 (2.281764586766561) | > loss_kl: 3.277230978012085 (3.0951971213022866) | > loss_feat: 6.107240676879883 (6.15834363301595) | > loss_mel: 17.818267822265625 (17.543184280395508) | > loss_duration: 2.3629770278930664 (2.4165563583374023) | > loss_1: 31.659893035888672 (31.495045979817707)  --> STEP: 4 | > loss_disc: 2.1398849487304688 (2.1875255703926086) | > loss_disc_real_0: 0.13585862517356873 (0.09392454009503126) | > loss_disc_real_1: 0.2116832584142685 (0.18610788881778717) | > loss_disc_real_2: 0.13034597039222717 (0.17258310690522194) | > loss_disc_real_3: 0.20087295770645142 (0.2053418830037117) | > loss_disc_real_4: 0.14729490876197815 (0.21061648428440094) | > loss_disc_real_5: 0.1984359622001648 (0.2113259695470333) | > loss_0: 2.1398849487304688 (2.1875255703926086) | > loss_gen: 2.4615120887756348 (2.3267014622688293) | > loss_kl: 3.352525472640991 (3.159529209136963) | > loss_feat: 8.538918495178223 (6.7534873485565186) | > loss_mel: 18.1798152923584 (17.70234203338623) | > loss_duration: 2.464416742324829 (2.428521454334259) | > loss_1: 34.997188568115234 (32.37058162689209)  --> STEP: 5 | > loss_disc: 2.477865695953369 (2.2455935955047606) | > loss_disc_real_0: 0.1394091248512268 (0.10302145704627037) | > loss_disc_real_1: 0.22794564068317413 (0.19447543919086457) | > loss_disc_real_2: 0.2135246992111206 (0.18077142536640167) | > loss_disc_real_3: 0.2870636582374573 (0.2216862380504608) | > loss_disc_real_4: 0.29322147369384766 (0.2271374821662903) | > loss_disc_real_5: 0.3097003400325775 (0.23100084364414214) | > loss_0: 2.477865695953369 (2.2455935955047606) | > loss_gen: 2.4113025665283203 (2.3436216831207277) | > loss_kl: 2.8836257457733154 (3.1043485164642335) | > loss_feat: 5.622491836547852 (6.527288246154785) | > loss_mel: 18.379444122314453 (17.837762451171876) | > loss_duration: 2.2921316623687744 (2.401243495941162) | > loss_1: 31.58899688720703 (32.214264678955075)  --> STEP: 6 | > loss_disc: 2.2328758239746094 (2.2434739669164023) | > loss_disc_real_0: 0.13281919062137604 (0.10798774597545464) | > loss_disc_real_1: 0.20347899198532104 (0.19597603132327399) | > loss_disc_real_2: 0.16430838406085968 (0.17802758514881134) | > loss_disc_real_3: 0.24803002178668976 (0.22607686867316565) | > loss_disc_real_4: 0.2482304573059082 (0.23065297802289328) | > loss_disc_real_5: 0.17075194418430328 (0.22095936040083566) | > loss_0: 2.2328758239746094 (2.2434739669164023) | > loss_gen: 2.4006662368774414 (2.3531291087468467) | > loss_kl: 3.0303432941436768 (3.0920143127441406) | > loss_feat: 6.031683921813965 (6.444687525431315) | > loss_mel: 17.7907772064209 (17.82993157704671) | > loss_duration: 2.2232766151428223 (2.371582349141439) | > loss_1: 31.476747512817383 (32.091345151265465)  --> STEP: 7 | > loss_disc: 2.0849456787109375 (2.2208270686013356) | > loss_disc_real_0: 0.049218520522117615 (0.09959214233926364) | > loss_disc_real_1: 0.20397889614105225 (0.19711929772581374) | > loss_disc_real_2: 0.19101715087890625 (0.17988323739596776) | > loss_disc_real_3: 0.22358080744743347 (0.22572028849806106) | > loss_disc_real_4: 0.22404171526432037 (0.2297085119145257) | > loss_disc_real_5: 0.24486061930656433 (0.2243738259587969) | > loss_0: 2.0849456787109375 (2.2208270686013356) | > loss_gen: 2.567837953567505 (2.3838018008640836) | > loss_kl: 4.436596393585205 (3.284097467150007) | > loss_feat: 7.429112434387207 (6.585319655282157) | > loss_mel: 18.546052932739258 (17.932234627859934) | > loss_duration: 2.538604736328125 (2.395442690168108) | > loss_1: 35.51820373535156 (32.58089637756348)  --> STEP: 8 | > loss_disc: 2.61186146736145 (2.26970636844635) | > loss_disc_real_0: 0.19799837470054626 (0.11189292138442397) | > loss_disc_real_1: 0.2900010645389557 (0.20872951857745647) | > loss_disc_real_2: 0.18858468532562256 (0.1809709183871746) | > loss_disc_real_3: 0.23830997943878174 (0.22729399986565113) | > loss_disc_real_4: 0.23681025207042694 (0.23059622943401337) | > loss_disc_real_5: 0.2566066384315491 (0.22840292751789093) | > loss_0: 2.61186146736145 (2.26970636844635) | > loss_gen: 2.283470630645752 (2.371260404586792) | > loss_kl: 2.692429304122925 (3.2101389467716217) | > loss_feat: 7.236488342285156 (6.666715741157532) | > loss_mel: 17.218814849853516 (17.84305715560913) | > loss_duration: 2.2957763671875 (2.3829843997955322) | > loss_1: 31.726978302001953 (32.474156618118286)  --> STEP: 9 | > loss_disc: 2.1542105674743652 (2.256873501671685) | > loss_disc_real_0: 0.0857195183634758 (0.10898476549320751) | > loss_disc_real_1: 0.15765637159347534 (0.20305472446812523) | > loss_disc_real_2: 0.20988674461841583 (0.18418378796842363) | > loss_disc_real_3: 0.26062315702438354 (0.23099723954995474) | > loss_disc_real_4: 0.22933819890022278 (0.23045644826359218) | > loss_disc_real_5: 0.172734335064888 (0.22221752835644615) | > loss_0: 2.1542105674743652 (2.256873501671685) | > loss_gen: 2.5302655696868896 (2.3889276451534696) | > loss_kl: 2.757218360900879 (3.159814437230428) | > loss_feat: 9.058626174926758 (6.93248356713189) | > loss_mel: 19.867292404174805 (18.06797218322754) | > loss_duration: 2.1744577884674072 (2.3598147763146295) | > loss_1: 36.38785934448242 (32.90901247660319)  --> STEP: 10 | > loss_disc: 2.3298237323760986 (2.2641685247421264) | > loss_disc_real_0: 0.07550782710313797 (0.10563707165420055) | > loss_disc_real_1: 0.248624786734581 (0.20761173069477082) | > loss_disc_real_2: 0.16198016703128815 (0.1819634258747101) | > loss_disc_real_3: 0.14917246997356415 (0.22281476259231567) | > loss_disc_real_4: 0.26991960406303406 (0.23440276384353637) | > loss_disc_real_5: 0.26405811309814453 (0.226401586830616) | > loss_0: 2.3298237323760986 (2.2641685247421264) | > loss_gen: 2.3640074729919434 (2.386435627937317) | > loss_kl: 2.8968605995178223 (3.1335190534591675) | > loss_feat: 6.919999599456787 (6.9312351703643795) | > loss_mel: 17.65748405456543 (18.026923370361327) | > loss_duration: 2.3808112144470215 (2.3619144201278686) | > loss_1: 32.21916198730469 (32.84002742767334)  --> STEP: 11 | > loss_disc: 2.652073860168457 (2.29943264614452) | > loss_disc_real_0: 0.1295541375875473 (0.1078113503754139) | > loss_disc_real_1: 0.2185729295015335 (0.20860820331356741) | > loss_disc_real_2: 0.17514625191688538 (0.1813436827876351) | > loss_disc_real_3: 0.2600686550140381 (0.22620148008519952) | > loss_disc_real_4: 0.3243602216243744 (0.24258071455088528) | > loss_disc_real_5: 0.32073014974594116 (0.2349769107320092) | > loss_0: 2.652073860168457 (2.29943264614452) | > loss_gen: 2.493220806121826 (2.3961433714086358) | > loss_kl: 3.576016426086426 (3.1737460873343726) | > loss_feat: 8.409979820251465 (7.065666502172297) | > loss_mel: 16.543834686279297 (17.89209712635387) | > loss_duration: 2.4854750633239746 (2.3731472058729692) | > loss_1: 33.50852584838867 (32.900800011374734)  --> STEP: 12 | > loss_disc: 2.307600259780884 (2.3001132806142173) | > loss_disc_real_0: 0.07030051201581955 (0.10468544717878103) | > loss_disc_real_1: 0.19418051838874817 (0.20740589623649916) | > loss_disc_real_2: 0.22773385047912598 (0.18520953009525934) | > loss_disc_real_3: 0.27818307280540466 (0.23053327947854996) | > loss_disc_real_4: 0.24851274490356445 (0.24307505041360855) | > loss_disc_real_5: 0.27701833844184875 (0.2384803630411625) | > loss_0: 2.307600259780884 (2.3001132806142173) | > loss_gen: 2.580357551574707 (2.411494553089142) | > loss_kl: 3.1202900409698486 (3.1692914168039956) | > loss_feat: 6.820763111114502 (7.0452578862508135) | > loss_mel: 18.337404251098633 (17.929206053415935) | > loss_duration: 2.2830379009246826 (2.365638097127279) | > loss_1: 33.14185333251953 (32.9208877881368)  --> STEP: 13 | > loss_disc: 2.8256564140319824 (2.340539675492507) | > loss_disc_real_0: 0.20831885933876038 (0.11265724811416405) | > loss_disc_real_1: 0.3046585023403168 (0.21488686593679282) | > loss_disc_real_2: 0.1725141406059265 (0.184232961673003) | > loss_disc_real_3: 0.29751476645469666 (0.23568570155363816) | > loss_disc_real_4: 0.20955556631088257 (0.2404966285595527) | > loss_disc_real_5: 0.21417641639709473 (0.23661082868392652) | > loss_0: 2.8256564140319824 (2.340539675492507) | > loss_gen: 1.973585605621338 (2.3778092494377723) | > loss_kl: 3.05529522895813 (3.1605224792773905) | > loss_feat: 4.935484409332275 (6.882967618795542) | > loss_mel: 14.600761413574219 (17.67317185035119) | > loss_duration: 2.277268409729004 (2.358840428865873) | > loss_1: 26.842395782470703 (32.45331148000864)  --> STEP: 14 | > loss_disc: 2.3897316455841064 (2.3440533876419067) | > loss_disc_real_0: 0.1284225583076477 (0.11378334169941288) | > loss_disc_real_1: 0.1655142456293106 (0.21136025020054408) | > loss_disc_real_2: 0.18431323766708374 (0.18423869567258017) | > loss_disc_real_3: 0.24153879284858704 (0.23610377950327738) | > loss_disc_real_4: 0.24136300384998322 (0.24055851250886917) | > loss_disc_real_5: 0.29512661695480347 (0.240790527846132) | > loss_0: 2.3897316455841064 (2.3440533876419067) | > loss_gen: 2.364704132080078 (2.3768731696265086) | > loss_kl: 4.421722412109375 (3.2506081887653897) | > loss_feat: 6.879377365112305 (6.882711172103882) | > loss_mel: 16.760730743408203 (17.60799748556955) | > loss_duration: 2.372910976409912 (2.3598454679761613) | > loss_1: 32.79944610595703 (32.47803538186209)  --> STEP: 15 | > loss_disc: 2.41513991355896 (2.34879248936971) | > loss_disc_real_0: 0.08939395844936371 (0.11215738281607628) | > loss_disc_real_1: 0.2357231229543686 (0.21298444171746572) | > loss_disc_real_2: 0.19162346422672272 (0.18473101357618968) | > loss_disc_real_3: 0.25421103835105896 (0.23731093009312948) | > loss_disc_real_4: 0.27934736013412476 (0.24314443568388622) | > loss_disc_real_5: 0.2706489562988281 (0.2427810897429784) | > loss_0: 2.41513991355896 (2.34879248936971) | > loss_gen: 2.294603109359741 (2.3713884989420575) | > loss_kl: 3.939659833908081 (3.2965449651082355) | > loss_feat: 7.315202713012695 (6.911543941497802) | > loss_mel: 16.96210479736328 (17.564937973022463) | > loss_duration: 2.4050605297088623 (2.3628598054250083) | > loss_1: 32.91663360595703 (32.50727526346842)  --> STEP: 16 | > loss_disc: 2.7148892879486084 (2.3716735392808914) | > loss_disc_real_0: 0.22810104489326477 (0.11940386169590056) | > loss_disc_real_1: 0.240976944565773 (0.21473397314548492) | > loss_disc_real_2: 0.18460582196712494 (0.18472318910062313) | > loss_disc_real_3: 0.28319332003593445 (0.2401785794645548) | > loss_disc_real_4: 0.32840991020202637 (0.24847352784126997) | > loss_disc_real_5: 0.3304119408130646 (0.2482580179348588) | > loss_0: 2.7148892879486084 (2.3716735392808914) | > loss_gen: 2.206206798553467 (2.3610646426677704) | > loss_kl: 2.932570219039917 (3.2737965434789658) | > loss_feat: 4.916855335235596 (6.786875903606415) | > loss_mel: 14.968914031982422 (17.402686476707462) | > loss_duration: 2.3949217796325684 (2.3648636788129807) | > loss_1: 27.419469833374023 (32.189287424087524)  --> STEP: 17 | > loss_disc: 2.5443499088287354 (2.381830972783706) | > loss_disc_real_0: 0.1653134822845459 (0.12210442761287969) | > loss_disc_real_1: 0.15711195766925812 (0.21134444282335393) | > loss_disc_real_2: 0.18424202501773834 (0.18469488533104167) | > loss_disc_real_3: 0.24890199303627014 (0.24069172143936157) | > loss_disc_real_4: 0.2286972850561142 (0.24731021944214315) | > loss_disc_real_5: 0.2912467122077942 (0.25078676465679617) | > loss_0: 2.5443499088287354 (2.381830972783706) | > loss_gen: 2.19565486907959 (2.3513346559861126) | > loss_kl: 2.494657516479492 (3.2279648360084083) | > loss_feat: 6.178138732910156 (6.751067834741929) | > loss_mel: 18.09246826171875 (17.443261875825772) | > loss_duration: 2.486920118331909 (2.3720434693729175) | > loss_1: 31.447837829589844 (32.14567274205825)  --> STEP: 18 | > loss_disc: 2.163662910461426 (2.3697105248769126) | > loss_disc_real_0: 0.13004302978515625 (0.12254546106689507) | > loss_disc_real_1: 0.2103467881679535 (0.21128901756472057) | > loss_disc_real_2: 0.14031343162059784 (0.18222924901379478) | > loss_disc_real_3: 0.19164054095745087 (0.2379666558570332) | > loss_disc_real_4: 0.26280540227890015 (0.24817106293307412) | > loss_disc_real_5: 0.19365815818309784 (0.24761295318603516) | > loss_0: 2.163662910461426 (2.3697105248769126) | > loss_gen: 2.5854873657226562 (2.364343139860365) | > loss_kl: 3.1530163288116455 (3.223801030053033) | > loss_feat: 9.283134460449219 (6.891738202836779) | > loss_mel: 14.448783874511719 (17.27690198686388) | > loss_duration: 2.2979869842529297 (2.367929220199585) | > loss_1: 31.768407821655273 (32.12471357981364)  --> STEP: 19 | > loss_disc: 2.5670273303985596 (2.3800956199043677) | > loss_disc_real_0: 0.11874009668827057 (0.12234517873117798) | > loss_disc_real_1: 0.22205744683742523 (0.2118557770001261) | > loss_disc_real_2: 0.20149751007556915 (0.18324336801704608) | > loss_disc_real_3: 0.2679445743560791 (0.23954444104119352) | > loss_disc_real_4: 0.2650337815284729 (0.2490585744380951) | > loss_disc_real_5: 0.3115122616291046 (0.2509760746830388) | > loss_0: 2.5670273303985596 (2.3800956199043677) | > loss_gen: 2.2040529251098633 (2.3559068127682337) | > loss_kl: 2.5491597652435303 (3.188293595063059) | > loss_feat: 6.053741931915283 (6.8476331359461735) | > loss_mel: 17.795703887939453 (17.304207350078386) | > loss_duration: 2.382131576538086 (2.3686767126384534) | > loss_1: 30.98478889465332 (32.06471754375257)  --> STEP: 20 | > loss_disc: 2.5525150299072266 (2.3887165904045107) | > loss_disc_real_0: 0.13648861646652222 (0.1230523506179452) | > loss_disc_real_1: 0.21280929446220398 (0.21190345287322998) | > loss_disc_real_2: 0.1844506859779358 (0.18330373391509056) | > loss_disc_real_3: 0.21822711825370789 (0.23847857490181923) | > loss_disc_real_4: 0.22104206681251526 (0.2476577490568161) | > loss_disc_real_5: 0.23383036255836487 (0.25011878907680507) | > loss_0: 2.5525150299072266 (2.3887165904045107) | > loss_gen: 1.923725962638855 (2.334297770261765) | > loss_kl: 2.225599765777588 (3.1401589035987856) | > loss_feat: 5.921808242797852 (6.801341891288757) | > loss_mel: 15.888490676879883 (17.23342151641846) | > loss_duration: 2.315920829772949 (2.3660389184951782) | > loss_1: 28.275543212890625 (31.87525882720947)  --> STEP: 21 | > loss_disc: 2.5382795333862305 (2.395838635308402) | > loss_disc_real_0: 0.13963285088539124 (0.12384189824972834) | > loss_disc_real_1: 0.23648622632026672 (0.21307406113261268) | > loss_disc_real_2: 0.22246509790420532 (0.18516856077171506) | > loss_disc_real_3: 0.25537344813346863 (0.23928309267475492) | > loss_disc_real_4: 0.275612473487854 (0.24898892641067505) | > loss_disc_real_5: 0.28077560663223267 (0.2515786375318254) | > loss_0: 2.5382795333862305 (2.395838635308402) | > loss_gen: 2.151350498199463 (2.325585995401655) | > loss_kl: 3.2771847248077393 (3.146683942703974) | > loss_feat: 4.227484703063965 (6.678777263278053) | > loss_mel: 14.81569766998291 (17.11829180944534) | > loss_duration: 2.2118208408355713 (2.3586952005113875) | > loss_1: 26.683536529541016 (31.628033955891926)  --> STEP: 22 | > loss_disc: 2.5200488567352295 (2.401484554464167) | > loss_disc_real_0: 0.1568956971168518 (0.1253443436527794) | > loss_disc_real_1: 0.21163561940193176 (0.21300867741758173) | > loss_disc_real_2: 0.17837294936180115 (0.1848596693439917) | > loss_disc_real_3: 0.25242936611175537 (0.23988065055825494) | > loss_disc_real_4: 0.28187716007232666 (0.2504838461225683) | > loss_disc_real_5: 0.3056979477405548 (0.2540386061776767) | > loss_0: 2.5200488567352295 (2.401484554464167) | > loss_gen: 2.3315114974975586 (2.3258553364060144) | > loss_kl: 2.1044373512268066 (3.0993090976368296) | > loss_feat: 6.653715133666992 (6.677638075568459) | > loss_mel: 17.14285659790039 (17.11940839073875) | > loss_duration: 2.2003443241119385 (2.3514974334023218) | > loss_1: 30.432865142822266 (31.5737081007524)  --> STEP: 23 | > loss_disc: 2.4598655700683594 (2.404022859490436) | > loss_disc_real_0: 0.1997484266757965 (0.12857930378421492) | > loss_disc_real_1: 0.15248867869377136 (0.21037737312524216) | > loss_disc_real_2: 0.21970783174037933 (0.18637480683948682) | > loss_disc_real_3: 0.24927592277526855 (0.24028914065464682) | > loss_disc_real_4: 0.30190911889076233 (0.2527197275472724) | > loss_disc_real_5: 0.2718697488307953 (0.25481387324955146) | > loss_0: 2.4598655700683594 (2.404022859490436) | > loss_gen: 2.472553014755249 (2.332233496334242) | > loss_kl: 3.252885103225708 (3.105986315271129) | > loss_feat: 7.361587047576904 (6.707374987394913) | > loss_mel: 17.092113494873047 (17.118221656135894) | > loss_duration: 2.2628393173217773 (2.347642732703168) | > loss_1: 32.441978454589844 (31.61145898570185)  --> STEP: 24 | > loss_disc: 2.467883348464966 (2.406683713197708) | > loss_disc_real_0: 0.25095298886299133 (0.13367820732916394) | > loss_disc_real_1: 0.22039955854415894 (0.2107949641843637) | > loss_disc_real_2: 0.2037484496831894 (0.1870987086246411) | > loss_disc_real_3: 0.22643746435642242 (0.23971198747555414) | > loss_disc_real_4: 0.22338105738162994 (0.25149728295703727) | > loss_disc_real_5: 0.19517676532268524 (0.2523289937525987) | > loss_0: 2.467883348464966 (2.406683713197708) | > loss_gen: 2.2823116779327393 (2.330153420567513) | > loss_kl: 2.5751893520355225 (3.083869775136312) | > loss_feat: 6.716529846191406 (6.7077564398447675) | > loss_mel: 17.74235725402832 (17.144227306048077) | > loss_duration: 2.42136812210083 (2.3507146239280705) | > loss_1: 31.737756729125977 (31.616721391677856)  --> STEP: 25 | > loss_disc: 2.412229061126709 (2.4069055271148683) | > loss_disc_real_0: 0.147006094455719 (0.13421132281422615) | > loss_disc_real_1: 0.23656700551509857 (0.2118258458375931) | > loss_disc_real_2: 0.2007955014705658 (0.1876465803384781) | > loss_disc_real_3: 0.2569867670536041 (0.24040297865867616) | > loss_disc_real_4: 0.26849547028541565 (0.25217721045017244) | > loss_disc_real_5: 0.2453165352344513 (0.2520484954118728) | > loss_0: 2.412229061126709 (2.4069055271148683) | > loss_gen: 2.4685873985290527 (2.3356907796859745) | > loss_kl: 2.491811513900757 (3.0601874446868895) | > loss_feat: 6.505623817443848 (6.699671134948731) | > loss_mel: 15.495353698730469 (17.07827236175537) | > loss_duration: 2.398922920227051 (2.3526429557800297) | > loss_1: 29.360301971435547 (31.526464614868164)  --> STEP: 26 | > loss_disc: 2.5001916885375977 (2.4104934564003577) | > loss_disc_real_0: 0.10045856237411499 (0.13291313972037572) | > loss_disc_real_1: 0.23104240000247955 (0.2125649440747041) | > loss_disc_real_2: 0.23222783207893372 (0.18936124386695716) | > loss_disc_real_3: 0.21103520691394806 (0.2392734489761866) | > loss_disc_real_4: 0.23749803006649017 (0.2516126265892616) | > loss_disc_real_5: 0.2917673587799072 (0.25357614400295103) | > loss_0: 2.5001916885375977 (2.4104934564003577) | > loss_gen: 2.2035889625549316 (2.33060994056555) | > loss_kl: 2.803788185119629 (3.0503259347035336) | > loss_feat: 9.831314086914062 (6.8201189407935505) | > loss_mel: 17.445138931274414 (17.09238261442918) | > loss_duration: 2.292452335357666 (2.350327931917631) | > loss_1: 34.57628631591797 (31.643765449523926) --> EVAL PERFORMANCE | > avg_loader_time: 0.002464963839604304 (-0.0001451052152193523) | > avg_loss_disc: 2.4104934564003577 (-0.07906131560985807) | > avg_loss_disc_real_0: 0.13291313972037572 (-0.022829468576953976) | > avg_loss_disc_real_1: 0.2125649440747041 (+0.007681033359124123) | > avg_loss_disc_real_2: 0.18936124386695716 (-0.017851650714874268) | > avg_loss_disc_real_3: 0.2392734489761866 (+0.004399947248972386) | > avg_loss_disc_real_4: 0.2516126265892616 (+0.025714891461225686) | > avg_loss_disc_real_5: 0.25357614400295103 (+0.013076267563379651) | > avg_loss_0: 2.4104934564003577 (-0.07906131560985807) | > avg_loss_gen: 2.33060994056555 (+0.08204464270518441) | > avg_loss_kl: 3.0503259347035336 (-0.10596025448579027) | > avg_loss_feat: 6.8201189407935505 (+0.1269642939934359) | > avg_loss_mel: 17.09238261442918 (-0.016336661118725004) | > avg_loss_duration: 2.350327931917631 (-0.018306044431832813) | > avg_loss_1: 31.643765449523926 (+0.0684061050415039)  > EPOCH: 873/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:55:15)   --> TIME: 2024-06-12 05:55:20 -- STEP: 9/330 -- GLOBAL_STEP: 376100 | > loss_disc: 2.3242900371551514 (2.2998576958974204) | > loss_disc_real_0: 0.1274590790271759 (0.09963325493865544) | > loss_disc_real_1: 0.18484368920326233 (0.1892626252439287) | > loss_disc_real_2: 0.2088051289319992 (0.20426958799362183) | > loss_disc_real_3: 0.2331983745098114 (0.2295054015186098) | > loss_disc_real_4: 0.23284600675106049 (0.23125542369153765) | > loss_disc_real_5: 0.23569037020206451 (0.22788912223445046) | > loss_0: 2.3242900371551514 (2.2998576958974204) | > grad_norm_0: tensor(7.5770, device='cuda:0') (tensor(6.6861, device='cuda:0')) | > loss_gen: 2.5408244132995605 (2.540654288397895) | > loss_kl: 1.780547022819519 (1.9015694591734145) | > loss_feat: 6.749810218811035 (6.942254755232069) | > loss_mel: 17.655420303344727 (17.621837827894424) | > loss_duration: 2.084670066833496 (2.104331625832452) | > loss_1: 30.81127166748047 (31.110647837320965) | > grad_norm_1: tensor(51.3087, device='cuda:0') (tensor(66.9863, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3826 (0.3757830460866292) | > loader_time: 0.0036 (0.0031710730658637155)  --> TIME: 2024-06-12 05:55:29 -- STEP: 34/330 -- GLOBAL_STEP: 376125 | > loss_disc: 2.3328537940979004 (2.323641538619995) | > loss_disc_real_0: 0.08357741683721542 (0.10142244398593903) | > loss_disc_real_1: 0.20628292858600616 (0.19463882113204284) | > loss_disc_real_2: 0.20181387662887573 (0.2089556841289296) | > loss_disc_real_3: 0.2398526966571808 (0.22733227207380183) | > loss_disc_real_4: 0.22025613486766815 (0.2305607778184554) | > loss_disc_real_5: 0.19014257192611694 (0.222609541433699) | > loss_0: 2.3328537940979004 (2.323641538619995) | > grad_norm_0: tensor(8.9774, device='cuda:0') (tensor(8.5133, device='cuda:0')) | > loss_gen: 2.472599744796753 (2.528257159625783) | > loss_kl: 2.0767343044281006 (1.9285272009232466) | > loss_feat: 7.436072826385498 (7.167662059559541) | > loss_mel: 17.629051208496094 (17.45821279637954) | > loss_duration: 1.9940822124481201 (2.0066121711450466) | > loss_1: 31.608537673950195 (31.08927126491771) | > grad_norm_1: tensor(86.0839, device='cuda:0') (tensor(83.5977, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3704 (0.36734531907474294) | > loader_time: 0.0035 (0.0032765374464147233)  --> TIME: 2024-06-12 05:55:38 -- STEP: 59/330 -- GLOBAL_STEP: 376150 | > loss_disc: 2.3306500911712646 (2.3198557223303844) | > loss_disc_real_0: 0.09509129822254181 (0.10364741718364974) | > loss_disc_real_1: 0.21110816299915314 (0.19624715614116797) | > loss_disc_real_2: 0.20521467924118042 (0.20903014656850846) | > loss_disc_real_3: 0.21816065907478333 (0.22668891715801368) | > loss_disc_real_4: 0.21041910350322723 (0.2285976296259185) | > loss_disc_real_5: 0.20136702060699463 (0.21875104889021083) | > loss_0: 2.3306500911712646 (2.3198557223303844) | > grad_norm_0: tensor(8.2961, device='cuda:0') (tensor(8.1895, device='cuda:0')) | > loss_gen: 2.472395420074463 (2.5248162625199657) | > loss_kl: 1.8832019567489624 (1.9255536148103618) | > loss_feat: 7.2384033203125 (7.182716579760536) | > loss_mel: 17.735795974731445 (17.428181955369844) | > loss_duration: 1.940035104751587 (1.9865074400174416) | > loss_1: 31.26983070373535 (31.047775785801775) | > grad_norm_1: tensor(105.2289, device='cuda:0') (tensor(86.6705, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3596 (0.36865750409789005) | > loader_time: 0.004 (0.003469665171736378)  --> TIME: 2024-06-12 05:55:48 -- STEP: 84/330 -- GLOBAL_STEP: 376175 | > loss_disc: 2.396684169769287 (2.331552766618274) | > loss_disc_real_0: 0.08887581527233124 (0.10613505249576909) | > loss_disc_real_1: 0.1717740148305893 (0.19579260175426802) | > loss_disc_real_2: 0.21493150293827057 (0.2095241711608001) | > loss_disc_real_3: 0.22790877521038055 (0.22682198012868562) | > loss_disc_real_4: 0.2500430643558502 (0.22886403135600544) | > loss_disc_real_5: 0.22145956754684448 (0.2200279665135202) | > loss_0: 2.396684169769287 (2.331552766618274) | > grad_norm_0: tensor(12.7296, device='cuda:0') (tensor(8.3158, device='cuda:0')) | > loss_gen: 2.416914463043213 (2.5118347917284294) | > loss_kl: 2.1370251178741455 (1.9659279811949957) | > loss_feat: 6.413754940032959 (7.157967947778248) | > loss_mel: 17.61065673828125 (17.407109601157046) | > loss_duration: 2.058722972869873 (1.980019638935725) | > loss_1: 30.637075424194336 (31.022860004788352) | > grad_norm_1: tensor(121.8577, device='cuda:0') (tensor(91.6381, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3629 (0.3699740852628436) | > loader_time: 0.0038 (0.0035946170488993325)  --> TIME: 2024-06-12 05:55:57 -- STEP: 109/330 -- GLOBAL_STEP: 376200 | > loss_disc: 2.282937526702881 (2.3385030698338776) | > loss_disc_real_0: 0.0786844789981842 (0.10762006310968224) | > loss_disc_real_1: 0.18459363281726837 (0.19585624077451338) | > loss_disc_real_2: 0.1982521116733551 (0.20947498165139364) | > loss_disc_real_3: 0.19451181590557098 (0.2275957000364951) | > loss_disc_real_4: 0.2135494500398636 (0.23045867257708802) | > loss_disc_real_5: 0.19043684005737305 (0.22133241238397197) | > loss_0: 2.282937526702881 (2.3385030698338776) | > grad_norm_0: tensor(7.6764, device='cuda:0') (tensor(8.4397, device='cuda:0')) | > loss_gen: 2.581306219100952 (2.505238351471927) | > loss_kl: 2.122745990753174 (1.9818570613861084) | > loss_feat: 7.491237163543701 (7.131723819522683) | > loss_mel: 17.593385696411133 (17.33828768598924) | > loss_duration: 1.9461584091186523 (1.9824291139567665) | > loss_1: 31.734832763671875 (30.939536103414834) | > grad_norm_1: tensor(38.5015, device='cuda:0') (tensor(88.3802, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3871 (0.3714494027129007) | > loader_time: 0.0042 (0.003707113615963437)  --> TIME: 2024-06-12 05:56:07 -- STEP: 134/330 -- GLOBAL_STEP: 376225 | > loss_disc: 2.376903533935547 (2.346143957394272) | > loss_disc_real_0: 0.10850830376148224 (0.1091049645485273) | > loss_disc_real_1: 0.19846253097057343 (0.19638745864825463) | > loss_disc_real_2: 0.2246115356683731 (0.21046767172528735) | > loss_disc_real_3: 0.19769862294197083 (0.22888911548835125) | > loss_disc_real_4: 0.24277682602405548 (0.23125102137451742) | > loss_disc_real_5: 0.23481865227222443 (0.22231016730639472) | > loss_0: 2.376903533935547 (2.346143957394272) | > grad_norm_0: tensor(10.3363, device='cuda:0') (tensor(8.5135, device='cuda:0')) | > loss_gen: 2.4478988647460938 (2.5065249685031263) | > loss_kl: 1.986993670463562 (1.983857967070679) | > loss_feat: 7.866127014160156 (7.1536259152996005) | > loss_mel: 17.530811309814453 (17.36267912565772) | > loss_duration: 2.0121490955352783 (1.9865617440707648) | > loss_1: 31.84398078918457 (30.99324976508297) | > grad_norm_1: tensor(51.1444, device='cuda:0') (tensor(88.2847, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.387 (0.37283460951563135) | > loader_time: 0.004 (0.003798676960503877)  --> TIME: 2024-06-12 05:56:17 -- STEP: 159/330 -- GLOBAL_STEP: 376250 | > loss_disc: 2.5086560249328613 (2.3552515461759755) | > loss_disc_real_0: 0.1410396546125412 (0.11083182645668774) | > loss_disc_real_1: 0.24190153181552887 (0.197548804418096) | > loss_disc_real_2: 0.24457331001758575 (0.21187618655978507) | > loss_disc_real_3: 0.25641053915023804 (0.2294682224966445) | > loss_disc_real_4: 0.2411944717168808 (0.23136268303079424) | > loss_disc_real_5: 0.230275958776474 (0.22250473086938918) | > loss_0: 2.5086560249328613 (2.3552515461759755) | > grad_norm_0: tensor(7.9015, device='cuda:0') (tensor(9.3305, device='cuda:0')) | > loss_gen: 2.2419610023498535 (2.4962721455771963) | > loss_kl: 2.1043665409088135 (1.995098258714256) | > loss_feat: 6.154831886291504 (7.120230011969993) | > loss_mel: 16.45109748840332 (17.34101516195813) | > loss_duration: 2.003162384033203 (1.9907246948038257) | > loss_1: 28.955419540405273 (30.94334025353006) | > grad_norm_1: tensor(156.2390, device='cuda:0') (tensor(107.4650, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3693 (0.37387367464461413) | > loader_time: 0.004 (0.0038806837309831345)  --> TIME: 2024-06-12 05:56:27 -- STEP: 184/330 -- GLOBAL_STEP: 376275 | > loss_disc: 2.409304618835449 (2.357156616190206) | > loss_disc_real_0: 0.08179961144924164 (0.11264515955648992) | > loss_disc_real_1: 0.19808676838874817 (0.19704409575332765) | > loss_disc_real_2: 0.20979605615139008 (0.21156316752667012) | > loss_disc_real_3: 0.24152643978595734 (0.22990875513009404) | > loss_disc_real_4: 0.21898329257965088 (0.23130437828924344) | > loss_disc_real_5: 0.21532495319843292 (0.22254187144015147) | > loss_0: 2.409304618835449 (2.357156616190206) | > grad_norm_0: tensor(21.1948, device='cuda:0') (tensor(11.1360, device='cuda:0')) | > loss_gen: 2.363481044769287 (2.492793947458266) | > loss_kl: 2.0521669387817383 (2.0038729782985603) | > loss_feat: 6.876091003417969 (7.098991697249207) | > loss_mel: 16.88200569152832 (17.28267646872479) | > loss_duration: 2.0316967964172363 (1.998531831347424) | > loss_1: 30.205442428588867 (30.876866931500643) | > grad_norm_1: tensor(328.0123, device='cuda:0') (tensor(135.4430, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3874 (0.37576537935630133) | > loader_time: 0.0046 (0.00396251548891482)  --> TIME: 2024-06-12 05:56:37 -- STEP: 209/330 -- GLOBAL_STEP: 376300 | > loss_disc: 2.292771339416504 (2.3556995186509124) | > loss_disc_real_0: 0.06809867173433304 (0.1138548167983881) | > loss_disc_real_1: 0.18327179551124573 (0.19692523314051652) | > loss_disc_real_2: 0.21626929938793182 (0.21129419237517855) | > loss_disc_real_3: 0.2813345789909363 (0.2293042968334764) | > loss_disc_real_4: 0.1976681351661682 (0.2299925986516989) | > loss_disc_real_5: 0.209225133061409 (0.22205996884113294) | > loss_0: 2.292771339416504 (2.3556995186509124) | > grad_norm_0: tensor(21.2202, device='cuda:0') (tensor(12.3861, device='cuda:0')) | > loss_gen: 2.7447116374969482 (2.4983153845134534) | > loss_kl: 1.9781607389450073 (2.0091183704622617) | > loss_feat: 7.574000358581543 (7.102799545634878) | > loss_mel: 17.184511184692383 (17.237640125329403) | > loss_duration: 2.095416784286499 (2.0067582438437004) | > loss_1: 31.576799392700195 (30.854631734236577) | > grad_norm_1: tensor(388.3558, device='cuda:0') (tensor(161.3295, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.3972 (0.3799953437878184) | > loader_time: 0.0056 (0.0040897102447217705)  --> TIME: 2024-06-12 05:56:48 -- STEP: 234/330 -- GLOBAL_STEP: 376325 | > loss_disc: 2.3874125480651855 (2.3597217951065446) | > loss_disc_real_0: 0.10005253553390503 (0.11618570317952041) | > loss_disc_real_1: 0.19925828278064728 (0.1972814174926179) | > loss_disc_real_2: 0.1882176250219345 (0.2117658730628144) | > loss_disc_real_3: 0.26470664143562317 (0.22942934873012397) | > loss_disc_real_4: 0.25020068883895874 (0.22977624668015373) | > loss_disc_real_5: 0.20828409492969513 (0.22083384352616775) | > loss_0: 2.3874125480651855 (2.3597217951065446) | > grad_norm_0: tensor(38.2643, device='cuda:0') (tensor(14.9264, device='cuda:0')) | > loss_gen: 2.5420823097229004 (2.4965750682048307) | > loss_kl: 2.027812957763672 (2.0104326310320793) | > loss_feat: 6.70784330368042 (7.077873529532018) | > loss_mel: 16.465091705322266 (17.18323786645872) | > loss_duration: 2.0895464420318604 (2.015976670460823) | > loss_1: 29.83237648010254 (30.784095829368656) | > grad_norm_1: tensor(437.1482, device='cuda:0') (tensor(184.8525, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.4048 (0.3829274931524554) | > loader_time: 0.0055 (0.004238541309650124)  --> TIME: 2024-06-12 05:56:58 -- STEP: 259/330 -- GLOBAL_STEP: 376350 | > loss_disc: 2.37681245803833 (2.3596081420721684) | > loss_disc_real_0: 0.10207858681678772 (0.11727028929819011) | > loss_disc_real_1: 0.18073876202106476 (0.1967262831088659) | > loss_disc_real_2: 0.20309415459632874 (0.21160154090654895) | > loss_disc_real_3: 0.22503677010536194 (0.2293041850148941) | > loss_disc_real_4: 0.1906425952911377 (0.23047192388980084) | > loss_disc_real_5: 0.15842625498771667 (0.22074373739566583) | > loss_0: 2.37681245803833 (2.3596081420721684) | > grad_norm_0: tensor(31.8880, device='cuda:0') (tensor(16.6698, device='cuda:0')) | > loss_gen: 2.472832202911377 (2.4988405907016005) | > loss_kl: 2.03391695022583 (2.0146569740818263) | > loss_feat: 7.059558391571045 (7.08667008388917) | > loss_mel: 16.644804000854492 (17.147191820917897) | > loss_duration: 2.133664608001709 (2.0242966841546726) | > loss_1: 30.344776153564453 (30.771656213119684) | > grad_norm_1: tensor(475.3218, device='cuda:0') (tensor(209.3391, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.4158 (0.38605167874958524) | > loader_time: 0.0057 (0.004368046535948526)  --> TIME: 2024-06-12 05:57:10 -- STEP: 284/330 -- GLOBAL_STEP: 376375 | > loss_disc: 2.407033681869507 (2.362368079138473) | > loss_disc_real_0: 0.16584405303001404 (0.11870480856110513) | > loss_disc_real_1: 0.19927819073200226 (0.1967653742873333) | > loss_disc_real_2: 0.17594623565673828 (0.2118008821992807) | > loss_disc_real_3: 0.20641164481639862 (0.22927849703061748) | > loss_disc_real_4: 0.25659072399139404 (0.23061481307090173) | > loss_disc_real_5: 0.22911962866783142 (0.22079832746948994) | > loss_0: 2.407033681869507 (2.362368079138473) | > grad_norm_0: tensor(54.3557, device='cuda:0') (tensor(17.9694, device='cuda:0')) | > loss_gen: 2.5714330673217773 (2.4971197952686905) | > loss_kl: 1.9970507621765137 (2.0208281043549645) | > loss_feat: 7.4847798347473145 (7.084547904175772) | > loss_mel: 16.628650665283203 (17.096543946736293) | > loss_duration: 2.154449939727783 (2.0341997398457057) | > loss_1: 30.83636474609375 (30.733239583566156) | > grad_norm_1: tensor(280.3995, device='cuda:0') (tensor(227.5180, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.4579 (0.390506666311076) | > loader_time: 0.0063 (0.00451753928627766)  --> TIME: 2024-06-12 05:57:22 -- STEP: 309/330 -- GLOBAL_STEP: 376400 | > loss_disc: 2.324896812438965 (2.3696108859719582) | > loss_disc_real_0: 0.12547293305397034 (0.12031105568204498) | > loss_disc_real_1: 0.26141318678855896 (0.19850059432312114) | > loss_disc_real_2: 0.2058229297399521 (0.21220574067441392) | > loss_disc_real_3: 0.2486947625875473 (0.22936704050761597) | > loss_disc_real_4: 0.20628111064434052 (0.23085427173325934) | > loss_disc_real_5: 0.2050761878490448 (0.2207225861576383) | > loss_0: 2.324896812438965 (2.3696108859719582) | > grad_norm_0: tensor(58.0803, device='cuda:0') (tensor(19.6777, device='cuda:0')) | > loss_gen: 2.531702995300293 (2.4938432321579325) | > loss_kl: 2.147444725036621 (2.0230564465414735) | > loss_feat: 7.01295280456543 (7.084574435521098) | > loss_mel: 16.791994094848633 (17.03918744059441) | > loss_duration: 2.2166261672973633 (2.046297086481136) | > loss_1: 30.700721740722656 (30.686958720383135) | > grad_norm_1: tensor(673.0562, device='cuda:0') (tensor(247.4363, device='cuda:0')) | > current_lr_0: 0.00017932244349908263 | > current_lr_1: 0.00017932244349908263 | > step_time: 0.498 (0.39791441349535706) | > loader_time: 0.0077 (0.004716518241610724)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.489889621734619 (2.489889621734619) | > loss_disc_real_0: 0.17504796385765076 (0.17504796385765076) | > loss_disc_real_1: 0.28125467896461487 (0.28125467896461487) | > loss_disc_real_2: 0.24518433213233948 (0.24518433213233948) | > loss_disc_real_3: 0.305899053812027 (0.305899053812027) | > loss_disc_real_4: 0.28541624546051025 (0.28541624546051025) | > loss_disc_real_5: 0.2578493654727936 (0.2578493654727936) | > loss_0: 2.489889621734619 (2.489889621734619) | > loss_gen: 2.6443755626678467 (2.6443755626678467) | > loss_kl: 3.086966037750244 (3.086966037750244) | > loss_feat: 6.696991443634033 (6.696991443634033) | > loss_mel: 16.774141311645508 (16.774141311645508) | > loss_duration: 3.293895721435547 (3.293895721435547) | > loss_1: 32.496368408203125 (32.496368408203125)  --> STEP: 1 | > loss_disc: 2.3842382431030273 (2.3842382431030273) | > loss_disc_real_0: 0.0898425281047821 (0.0898425281047821) | > loss_disc_real_1: 0.21271993219852448 (0.21271993219852448) | > loss_disc_real_2: 0.18085555732250214 (0.18085555732250214) | > loss_disc_real_3: 0.21987760066986084 (0.21987760066986084) | > loss_disc_real_4: 0.17070822417736053 (0.17070822417736053) | > loss_disc_real_5: 0.19446320831775665 (0.19446320831775665) | > loss_0: 2.3842382431030273 (2.3842382431030273) | > loss_gen: 2.13358736038208 (2.13358736038208) | > loss_kl: 2.589118003845215 (2.589118003845215) | > loss_feat: 6.2171854972839355 (6.2171854972839355) | > loss_mel: 17.6838436126709 (17.6838436126709) | > loss_duration: 2.529538154602051 (2.529538154602051) | > loss_1: 31.153270721435547 (31.153270721435547)  --> STEP: 2 | > loss_disc: 2.5023608207702637 (2.4432995319366455) | > loss_disc_real_0: 0.15819337964057922 (0.12401795387268066) | > loss_disc_real_1: 0.20766058564186096 (0.21019025892019272) | > loss_disc_real_2: 0.23272666335105896 (0.20679111033678055) | > loss_disc_real_3: 0.25234124064445496 (0.2361094206571579) | > loss_disc_real_4: 0.30027785897254944 (0.235493041574955) | > loss_disc_real_5: 0.2882172465324402 (0.24134022742509842) | > loss_0: 2.5023608207702637 (2.4432995319366455) | > loss_gen: 2.4931986331939697 (2.313392996788025) | > loss_kl: 2.849307060241699 (2.719212532043457) | > loss_feat: 5.515786170959473 (5.866485834121704) | > loss_mel: 17.357568740844727 (17.520706176757812) | > loss_duration: 2.51295804977417 (2.5212481021881104) | > loss_1: 30.728818893432617 (30.941044807434082)  --> STEP: 3 | > loss_disc: 2.2943902015686035 (2.3936630884806314) | > loss_disc_real_0: 0.11756631731987 (0.1218674083550771) | > loss_disc_real_1: 0.1749199628829956 (0.19843349357446036) | > loss_disc_real_2: 0.2363658994436264 (0.21664937337239584) | > loss_disc_real_3: 0.19571563601493835 (0.22264482577641806) | > loss_disc_real_4: 0.20405423641204834 (0.2250134398539861) | > loss_disc_real_5: 0.21741190552711487 (0.23336412012577057) | > loss_0: 2.2943902015686035 (2.3936630884806314) | > loss_gen: 2.3041741847991943 (2.3103200594584146) | > loss_kl: 3.068542718887329 (2.835655927658081) | > loss_feat: 6.957222938537598 (6.230064868927002) | > loss_mel: 18.619796752929688 (17.887069702148438) | > loss_duration: 2.3585867881774902 (2.4670276641845703) | > loss_1: 33.30832290649414 (31.73013750712077)  --> STEP: 4 | > loss_disc: 2.5545096397399902 (2.433874726295471) | > loss_disc_real_0: 0.2010614275932312 (0.14166591316461563) | > loss_disc_real_1: 0.21282769739627838 (0.20203204452991486) | > loss_disc_real_2: 0.27048516273498535 (0.2301083207130432) | > loss_disc_real_3: 0.24773380160331726 (0.22891706973314285) | > loss_disc_real_4: 0.23567287623882294 (0.2276782989501953) | > loss_disc_real_5: 0.18700265884399414 (0.22177375480532646) | > loss_0: 2.5545096397399902 (2.433874726295471) | > loss_gen: 2.167550802230835 (2.2746277451515198) | > loss_kl: 4.280797958374023 (3.1969414353370667) | > loss_feat: 5.768935680389404 (6.1147825717926025) | > loss_mel: 14.048690795898438 (16.927474975585938) | > loss_duration: 2.4791882038116455 (2.470067799091339) | > loss_1: 28.74516487121582 (30.98389434814453)  --> STEP: 5 | > loss_disc: 2.302457332611084 (2.4075912475585937) | > loss_disc_real_0: 0.06632448732852936 (0.12659762799739838) | > loss_disc_real_1: 0.1939597725868225 (0.2004175901412964) | > loss_disc_real_2: 0.262037068605423 (0.23649407029151917) | > loss_disc_real_3: 0.2655070722103119 (0.23623507022857665) | > loss_disc_real_4: 0.2842157483100891 (0.23898578882217408) | > loss_disc_real_5: 0.22582373023033142 (0.22258374989032745) | > loss_0: 2.302457332611084 (2.4075912475585937) | > loss_gen: 2.5382351875305176 (2.327349233627319) | > loss_kl: 2.2498977184295654 (3.0075326919555665) | > loss_feat: 5.830467224121094 (6.057919502258301) | > loss_mel: 18.213485717773438 (17.184677124023438) | > loss_duration: 2.2613158226013184 (2.428317403793335) | > loss_1: 31.093400955200195 (31.005795669555663)  --> STEP: 6 | > loss_disc: 2.2548744678497314 (2.38213845094045) | > loss_disc_real_0: 0.11674855649471283 (0.12495611608028412) | > loss_disc_real_1: 0.23611077666282654 (0.20636645456155142) | > loss_disc_real_2: 0.22481173276901245 (0.23454701403776804) | > loss_disc_real_3: 0.25913795828819275 (0.24005221823851267) | > loss_disc_real_4: 0.2671594023704529 (0.24368139108022055) | > loss_disc_real_5: 0.20837187767028809 (0.2202151045203209) | > loss_0: 2.2548744678497314 (2.38213845094045) | > loss_gen: 2.690174102783203 (2.3878200451533) | > loss_kl: 2.9223380088806152 (2.993333578109741) | > loss_feat: 5.699819564819336 (5.998236179351807) | > loss_mel: 17.65116310119629 (17.26242478688558) | > loss_duration: 2.2619175910949707 (2.400584101676941) | > loss_1: 31.225412368774414 (31.04239845275879)  --> STEP: 7 | > loss_disc: 2.338057518005371 (2.3758411748068675) | > loss_disc_real_0: 0.09688674658536911 (0.12094620615243912) | > loss_disc_real_1: 0.22683557868003845 (0.2092906151499067) | > loss_disc_real_2: 0.293213427066803 (0.24292793018477304) | > loss_disc_real_3: 0.22105561196804047 (0.23733841734273092) | > loss_disc_real_4: 0.2247776985168457 (0.240980863571167) | > loss_disc_real_5: 0.2553597390651703 (0.22523576659815653) | > loss_0: 2.338057518005371 (2.3758411748068675) | > loss_gen: 2.5849668979644775 (2.4159838812691823) | > loss_kl: 4.008893013000488 (3.138413497379848) | > loss_feat: 6.64736270904541 (6.090968540736607) | > loss_mel: 16.571378707885742 (17.16370391845703) | > loss_duration: 2.502018928527832 (2.415074791227068) | > loss_1: 32.31462097167969 (31.224144526890345)  --> STEP: 8 | > loss_disc: 2.700277805328369 (2.416395753622055) | > loss_disc_real_0: 0.20709437131881714 (0.13171472679823637) | > loss_disc_real_1: 0.2508247196674347 (0.2144823782145977) | > loss_disc_real_2: 0.22703096270561218 (0.24094080924987793) | > loss_disc_real_3: 0.29903340339660645 (0.24505029059946537) | > loss_disc_real_4: 0.2947997748851776 (0.24770822748541832) | > loss_disc_real_5: 0.33436107635498047 (0.2388764303177595) | > loss_0: 2.700277805328369 (2.416395753622055) | > loss_gen: 2.5182864665985107 (2.4287717044353485) | > loss_kl: 3.0648512840270996 (3.1292182207107544) | > loss_feat: 7.598311901092529 (6.279386460781097) | > loss_mel: 17.513442993164062 (17.20742130279541) | > loss_duration: 2.2907121181488037 (2.399529457092285) | > loss_1: 32.98560333251953 (31.444326877593994)  --> STEP: 9 | > loss_disc: 2.146801471710205 (2.3864408334096274) | > loss_disc_real_0: 0.1186077743768692 (0.1302583987514178) | > loss_disc_real_1: 0.1645810753107071 (0.2089377890030543) | > loss_disc_real_2: 0.22803367674350739 (0.23950668341583675) | > loss_disc_real_3: 0.1900373101234436 (0.23893773721324074) | > loss_disc_real_4: 0.16243726015090942 (0.23823367555936178) | > loss_disc_real_5: 0.16759195923805237 (0.2309559335311254) | > loss_0: 2.146801471710205 (2.3864408334096274) | > loss_gen: 2.3343067169189453 (2.4182755947113037) | > loss_kl: 3.2004892826080322 (3.1371372275882297) | > loss_feat: 10.520909309387207 (6.750666777292888) | > loss_mel: 19.057632446289062 (17.41300031873915) | > loss_duration: 2.1682538986206055 (2.373832172817654) | > loss_1: 37.28158950805664 (32.092911614312065)  --> STEP: 10 | > loss_disc: 2.4979119300842285 (2.3975879430770872) | > loss_disc_real_0: 0.10579179227352142 (0.12781173810362817) | > loss_disc_real_1: 0.24583806097507477 (0.21262781620025634) | > loss_disc_real_2: 0.18383696675300598 (0.2339397117495537) | > loss_disc_real_3: 0.26400986313819885 (0.24144494980573655) | > loss_disc_real_4: 0.2762357294559479 (0.2420338809490204) | > loss_disc_real_5: 0.29287517070770264 (0.23714785724878312) | > loss_0: 2.4979119300842285 (2.3975879430770872) | > loss_gen: 2.28251576423645 (2.404699611663818) | > loss_kl: 2.83345365524292 (3.1067688703536986) | > loss_feat: 6.609029293060303 (6.736503028869629) | > loss_mel: 18.091032028198242 (17.48080348968506) | > loss_duration: 2.474350929260254 (2.383884048461914) | > loss_1: 32.290382385253906 (32.11265869140625)  --> STEP: 11 | > loss_disc: 2.47507643699646 (2.4046323516152124) | > loss_disc_real_0: 0.115935780107975 (0.12673210555856879) | > loss_disc_real_1: 0.17208653688430786 (0.20894224535335193) | > loss_disc_real_2: 0.19324049353599548 (0.2302397828210484) | > loss_disc_real_3: 0.26566240191459656 (0.24364653636108746) | > loss_disc_real_4: 0.24542948603630066 (0.2423425723205913) | > loss_disc_real_5: 0.25074303150177 (0.23838378218087283) | > loss_0: 2.47507643699646 (2.4046323516152124) | > loss_gen: 2.2001428604125977 (2.386103543368253) | > loss_kl: 3.9224817752838135 (3.180924588983709) | > loss_feat: 6.597387313842773 (6.723856145685369) | > loss_mel: 17.541725158691406 (17.48634182323109) | > loss_duration: 2.5778956413269043 (2.401521465995095) | > loss_1: 32.83963394165039 (32.17874735051935)  --> STEP: 12 | > loss_disc: 2.57890248298645 (2.4191548625628156) | > loss_disc_real_0: 0.08446639776229858 (0.12320996324221294) | > loss_disc_real_1: 0.2707538306713104 (0.21409321079651514) | > loss_disc_real_2: 0.2556760609149933 (0.23235947266221046) | > loss_disc_real_3: 0.24792379140853882 (0.2440029742817084) | > loss_disc_real_4: 0.26997342705726624 (0.24464514354864755) | > loss_disc_real_5: 0.28347307443618774 (0.24214122320214906) | > loss_0: 2.57890248298645 (2.4191548625628156) | > loss_gen: 2.288205623626709 (2.377945383389791) | > loss_kl: 2.728844404220581 (3.1432512402534485) | > loss_feat: 6.003681182861328 (6.663841565450032) | > loss_mel: 16.650283813476562 (17.416670322418213) | > loss_duration: 2.2661290168762207 (2.390238761901856) | > loss_1: 29.937143325805664 (31.991947015126545)  --> STEP: 13 | > loss_disc: 2.3009841442108154 (2.4100648073049693) | > loss_disc_real_0: 0.08226814866065979 (0.12006059288978577) | > loss_disc_real_1: 0.24406228959560394 (0.2163985245502912) | > loss_disc_real_2: 0.21086841821670532 (0.23070631462794083) | > loss_disc_real_3: 0.28573572635650635 (0.24721318597976977) | > loss_disc_real_4: 0.22871911525726318 (0.2434200644493103) | > loss_disc_real_5: 0.18527068197727203 (0.23776656618485084) | > loss_0: 2.3009841442108154 (2.4100648073049693) | > loss_gen: 2.5314724445343018 (2.389755157323984) | > loss_kl: 2.8532140254974365 (3.120940685272217) | > loss_feat: 8.89218807220459 (6.835252835200383) | > loss_mel: 16.30837631225586 (17.33141693702111) | > loss_duration: 2.3025765419006348 (2.3834955142094545) | > loss_1: 32.8878288269043 (32.06086100064791)  --> STEP: 14 | > loss_disc: 2.4059109687805176 (2.4097681045532227) | > loss_disc_real_0: 0.06562618911266327 (0.11617242119141988) | > loss_disc_real_1: 0.18995288014411926 (0.21450954994985036) | > loss_disc_real_2: 0.2732926607131958 (0.23374819649117334) | > loss_disc_real_3: 0.20613747835159302 (0.24427920686347143) | > loss_disc_real_4: 0.23229588568210602 (0.24262548025165284) | > loss_disc_real_5: 0.21858391165733337 (0.23639637657574245) | > loss_0: 2.4059109687805176 (2.4097681045532227) | > loss_gen: 2.163677215576172 (2.373606732913426) | > loss_kl: 4.293539047241211 (3.204697711127145) | > loss_feat: 7.425715446472168 (6.877428736005511) | > loss_mel: 16.517663955688477 (17.27329172406878) | > loss_duration: 2.4152746200561523 (2.3857654503413612) | > loss_1: 32.81587219238281 (32.114790371486116)  --> STEP: 15 | > loss_disc: 2.5818395614624023 (2.4212395350138345) | > loss_disc_real_0: 0.09333936870098114 (0.11465021769205729) | > loss_disc_real_1: 0.21738176047801971 (0.21470103065172833) | > loss_disc_real_2: 0.25158748030662537 (0.23493748207887014) | > loss_disc_real_3: 0.23035964369773865 (0.24335123598575592) | > loss_disc_real_4: 0.28077155351638794 (0.2451685518026352) | > loss_disc_real_5: 0.2326425015926361 (0.23614611824353535) | > loss_0: 2.5818395614624023 (2.4212395350138345) | > loss_gen: 2.1432316303253174 (2.3582483927408853) | > loss_kl: 3.7990777492523193 (3.2443230470021565) | > loss_feat: 7.1148810386657715 (6.893258889516194) | > loss_mel: 18.23352813720703 (17.337307484944663) | > loss_duration: 2.4018502235412598 (2.3868377685546878) | > loss_1: 33.692569732666016 (32.21997566223144)  --> STEP: 16 | > loss_disc: 2.4606029987335205 (2.423699751496315) | > loss_disc_real_0: 0.14750508964061737 (0.1167036471888423) | > loss_disc_real_1: 0.15158864855766296 (0.21075650677084923) | > loss_disc_real_2: 0.2572128176689148 (0.23632969055324793) | > loss_disc_real_3: 0.26171088218688965 (0.24449871387332678) | > loss_disc_real_4: 0.2920451760292053 (0.24809834081679583) | > loss_disc_real_5: 0.24897649884223938 (0.23694801703095436) | > loss_0: 2.4606029987335205 (2.423699751496315) | > loss_gen: 2.3177285194396973 (2.355715900659561) | > loss_kl: 3.920103073120117 (3.286559298634529) | > loss_feat: 5.116940021514893 (6.782238960266113) | > loss_mel: 15.81491470336914 (17.24215793609619) | > loss_duration: 2.4103569984436035 (2.388307720422745) | > loss_1: 29.580041885375977 (32.05497980117798)  --> STEP: 17 | > loss_disc: 2.7205052375793457 (2.4411588977364933) | > loss_disc_real_0: 0.13060590624809265 (0.11752142713350408) | > loss_disc_real_1: 0.2186719924211502 (0.2112221235738081) | > loss_disc_real_2: 0.3400633633136749 (0.24243167130386128) | > loss_disc_real_3: 0.31600698828697205 (0.2487050829564824) | > loss_disc_real_4: 0.31371599435806274 (0.2519582027898115) | > loss_disc_real_5: 0.2651217579841614 (0.23860529591055477) | > loss_0: 2.7205052375793457 (2.4411588977364933) | > loss_gen: 2.302626609802246 (2.3525930011973664) | > loss_kl: 3.0175352096557617 (3.2707343522240135) | > loss_feat: 6.414845943450928 (6.760627606335809) | > loss_mel: 17.51422882080078 (17.258162105784695) | > loss_duration: 2.4727909564971924 (2.3932773225447717) | > loss_1: 31.722028732299805 (32.035394444185144)  --> STEP: 18 | > loss_disc: 2.6162197589874268 (2.4508845011393228) | > loss_disc_real_0: 0.11137288063764572 (0.11717984121706751) | > loss_disc_real_1: 0.19354237616062164 (0.21023991538418663) | > loss_disc_real_2: 0.14565789699554443 (0.2370553505089548) | > loss_disc_real_3: 0.17547175288200378 (0.24463656461901134) | > loss_disc_real_4: 0.16873008012771606 (0.2473344181974729) | > loss_disc_real_5: 0.23870158195495605 (0.23861064513524374) | > loss_0: 2.6162197589874268 (2.4508845011393228) | > loss_gen: 1.9939308166503906 (2.3326673242780895) | > loss_kl: 2.941432237625122 (3.2524397903018527) | > loss_feat: 7.432840824127197 (6.797972785101996) | > loss_mel: 18.678016662597656 (17.33704291449653) | > loss_duration: 2.2743191719055176 (2.386668536398146) | > loss_1: 33.32054138183594 (32.106791496276855)  --> STEP: 19 | > loss_disc: 2.517352342605591 (2.4543828085849158) | > loss_disc_real_0: 0.12638737261295319 (0.11766444813264043) | > loss_disc_real_1: 0.24007509648799896 (0.21181018807386098) | > loss_disc_real_2: 0.2554776072502136 (0.23802494296902105) | > loss_disc_real_3: 0.2799501121044159 (0.24649517238140106) | > loss_disc_real_4: 0.28122612833976746 (0.24911819241548838) | > loss_disc_real_5: 0.270852267742157 (0.24030757264087074) | > loss_0: 2.517352342605591 (2.4543828085849158) | > loss_gen: 2.501436471939087 (2.3415499109970894) | > loss_kl: 2.1227900981903076 (3.1929845433486137) | > loss_feat: 6.028738498687744 (6.757486770027562) | > loss_mel: 16.65109634399414 (17.300940463417454) | > loss_duration: 2.3131322860717773 (2.3827982074336007) | > loss_1: 29.617191314697266 (31.975759907772666)  --> STEP: 20 | > loss_disc: 1.9661920070648193 (2.4299732685089106) | > loss_disc_real_0: 0.08075414597988129 (0.11581893302500249) | > loss_disc_real_1: 0.2028362900018692 (0.21136149317026137) | > loss_disc_real_2: 0.1852608174085617 (0.23538673669099808) | > loss_disc_real_3: 0.21999862790107727 (0.24517034515738487) | > loss_disc_real_4: 0.15028098225593567 (0.24417633190751076) | > loss_disc_real_5: 0.18418751657009125 (0.23750156983733178) | > loss_0: 1.9661920070648193 (2.4299732685089106) | > loss_gen: 2.586413860321045 (2.3537931084632873) | > loss_kl: 2.6008293628692627 (3.163376784324646) | > loss_feat: 7.921452522277832 (6.815685057640076) | > loss_mel: 18.035327911376953 (17.33765983581543) | > loss_duration: 2.3418257236480713 (2.380749583244324) | > loss_1: 33.4858512878418 (32.051264476776126)  --> STEP: 21 | > loss_disc: 2.1124484539031982 (2.414853039241972) | > loss_disc_real_0: 0.10074545443058014 (0.11510114833002999) | > loss_disc_real_1: 0.19027553498744965 (0.21035739992346084) | > loss_disc_real_2: 0.246693417429924 (0.23592515005951836) | > loss_disc_real_3: 0.2122160792350769 (0.24360109439917974) | > loss_disc_real_4: 0.27534061670303345 (0.24566034546920232) | > loss_disc_real_5: 0.25741294026374817 (0.2384497303338278) | > loss_0: 2.1124484539031982 (2.414853039241972) | > loss_gen: 2.7778890132904053 (2.373988151550293) | > loss_kl: 2.154995918273926 (3.1153586478460404) | > loss_feat: 6.371125221252441 (6.7945155416216165) | > loss_mel: 15.617481231689453 (17.255746568952286) | > loss_duration: 2.1779847145080566 (2.371094113304502) | > loss_1: 29.099475860595703 (31.910703114100865)  --> STEP: 22 | > loss_disc: 2.586573600769043 (2.422658519311384) | > loss_disc_real_0: 0.15170760452747345 (0.11676507815718651) | > loss_disc_real_1: 0.17586499452590942 (0.2087895633144812) | > loss_disc_real_2: 0.2476716935634613 (0.23645908385515213) | > loss_disc_real_3: 0.18161211907863617 (0.24078341370279138) | > loss_disc_real_4: 0.23137013614177704 (0.2450107904997739) | > loss_disc_real_5: 0.33792954683303833 (0.242971540174701) | > loss_0: 2.586573600769043 (2.422658519311384) | > loss_gen: 2.1106157302856445 (2.3620166778564453) | > loss_kl: 2.583942413330078 (3.091203364458951) | > loss_feat: 5.2354817390441895 (6.7236503687771885) | > loss_mel: 16.0656681060791 (17.20165209336714) | > loss_duration: 2.1715807914733887 (2.3620253259485424) | > loss_1: 28.16728973388672 (31.740547960454766)  --> STEP: 23 | > loss_disc: 2.479248285293579 (2.4251189439193053) | > loss_disc_real_0: 0.15431511402130127 (0.11839768841214802) | > loss_disc_real_1: 0.16481336951255798 (0.20687755488831064) | > loss_disc_real_2: 0.22862786054611206 (0.23611859588519388) | > loss_disc_real_3: 0.29739055037498474 (0.24324459355810416) | > loss_disc_real_4: 0.3024800419807434 (0.24750945360764212) | > loss_disc_real_5: 0.30946189165115356 (0.2458624250215033) | > loss_0: 2.479248285293579 (2.4251189439193053) | > loss_gen: 2.530829906463623 (2.3693563834480615) | > loss_kl: 2.9673147201538086 (3.085816901663075) | > loss_feat: 8.198159217834473 (6.787759449170983) | > loss_mel: 16.23396873474121 (17.159578903861664) | > loss_duration: 2.328155040740967 (2.360552704852561) | > loss_1: 32.258426666259766 (31.76306442592455)  --> STEP: 24 | > loss_disc: 2.4721102714538574 (2.4270769158999115) | > loss_disc_real_0: 0.13863611221313477 (0.11924095607052247) | > loss_disc_real_1: 0.1835637390613556 (0.20590614589552084) | > loss_disc_real_2: 0.30119672417640686 (0.2388301845639944) | > loss_disc_real_3: 0.2798512279987335 (0.24476986999313036) | > loss_disc_real_4: 0.28001877665519714 (0.24886400873462358) | > loss_disc_real_5: 0.23425473272800446 (0.24537877117594084) | > loss_0: 2.4721102714538574 (2.4270769158999115) | > loss_gen: 2.4299118518829346 (2.3718795279661813) | > loss_kl: 2.3248848915100098 (3.0541114012400308) | > loss_feat: 4.723150730133057 (6.701734085877736) | > loss_mel: 16.964357376098633 (17.151444673538204) | > loss_duration: 2.401646137237549 (2.3622649312019353) | > loss_1: 28.843952178955078 (31.641434748967487)  --> STEP: 25 | > loss_disc: 2.6493418216705322 (2.4359675121307363) | > loss_disc_real_0: 0.08798528462648392 (0.11799072921276092) | > loss_disc_real_1: 0.1908825933933258 (0.20530520379543304) | > loss_disc_real_2: 0.2805761694908142 (0.2405000239610672) | > loss_disc_real_3: 0.2040548175573349 (0.24314126789569854) | > loss_disc_real_4: 0.210725337266922 (0.24733846187591552) | > loss_disc_real_5: 0.22110497951507568 (0.2444078195095062) | > loss_0: 2.6493418216705322 (2.4359675121307363) | > loss_gen: 2.009443759918213 (2.3573820972442627) | > loss_kl: 2.910121202468872 (3.0483517932891844) | > loss_feat: 6.5228447914123535 (6.694578514099121) | > loss_mel: 15.091448783874512 (17.069044837951655) | > loss_duration: 2.413694381713867 (2.3643221092224125) | > loss_1: 28.947551727294922 (31.533679428100587)  --> STEP: 26 | > loss_disc: 2.689180850982666 (2.4457064867019644) | > loss_disc_real_0: 0.34385085105895996 (0.12667765697607627) | > loss_disc_real_1: 0.1560702621936798 (0.2034115521953656) | > loss_disc_real_2: 0.267177015542984 (0.24152606209883323) | > loss_disc_real_3: 0.1668134331703186 (0.24020558194472239) | > loss_disc_real_4: 0.21080511808395386 (0.2459333332685324) | > loss_disc_real_5: 0.2133302092552185 (0.24321252680741823) | > loss_0: 2.689180850982666 (2.4457064867019644) | > loss_gen: 1.9392162561416626 (2.3412987956633935) | > loss_kl: 2.4047486782073975 (3.0235978273245006) | > loss_feat: 6.12101936340332 (6.6725185467646675) | > loss_mel: 15.183208465576172 (16.996512669783367) | > loss_duration: 2.278109550476074 (2.3610062415783224) | > loss_1: 27.92630386352539 (31.394934214078464) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023930072784423832 (-7.195656116192094e-05) | > avg_loss_disc: 2.4457064867019644 (+0.03521303030160672) | > avg_loss_disc_real_0: 0.12667765697607627 (-0.006235482744299442) | > avg_loss_disc_real_1: 0.2034115521953656 (-0.009153391879338502) | > avg_loss_disc_real_2: 0.24152606209883323 (+0.052164818231876076) | > avg_loss_disc_real_3: 0.24020558194472239 (+0.0009321329685357815) | > avg_loss_disc_real_4: 0.2459333332685324 (-0.005679293320729195) | > avg_loss_disc_real_5: 0.24321252680741823 (-0.010363617195532804) | > avg_loss_0: 2.4457064867019644 (+0.03521303030160672) | > avg_loss_gen: 2.3412987956633935 (+0.010688855097843675) | > avg_loss_kl: 3.0235978273245006 (-0.026728107379033084) | > avg_loss_feat: 6.6725185467646675 (-0.14760039402888303) | > avg_loss_mel: 16.996512669783367 (-0.09586994464581267) | > avg_loss_duration: 2.3610062415783224 (+0.010678309660691276) | > avg_loss_1: 31.394934214078464 (-0.24883123544546137)  > EPOCH: 874/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 05:57:54)   --> TIME: 2024-06-12 05:57:56 -- STEP: 4/330 -- GLOBAL_STEP: 376425 | > loss_disc: 2.2865536212921143 (2.272341787815094) | > loss_disc_real_0: 0.07534396648406982 (0.09629807434976101) | > loss_disc_real_1: 0.15579305589199066 (0.1759175807237625) | > loss_disc_real_2: 0.17490386962890625 (0.20681912079453468) | > loss_disc_real_3: 0.1711333990097046 (0.20883778110146523) | > loss_disc_real_4: 0.20355279743671417 (0.22322484850883484) | > loss_disc_real_5: 0.1999797374010086 (0.21199272945523262) | > loss_0: 2.2865536212921143 (2.272341787815094) | > grad_norm_0: tensor(17.7143, device='cuda:0') (tensor(10.2975, device='cuda:0')) | > loss_gen: 2.355562210083008 (2.486531913280487) | > loss_kl: 1.8547781705856323 (1.8844371736049652) | > loss_feat: 6.771725177764893 (7.015035629272461) | > loss_mel: 17.445842742919922 (17.585201740264893) | > loss_duration: 2.1235034465789795 (2.1545974016189575) | > loss_1: 30.551410675048828 (31.125803470611572) | > grad_norm_1: tensor(61.5910, device='cuda:0') (tensor(67.2241, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.355 (0.3806138038635254) | > loader_time: 0.0027 (0.002890646457672119)  --> TIME: 2024-06-12 05:58:06 -- STEP: 29/330 -- GLOBAL_STEP: 376450 | > loss_disc: 2.2668802738189697 (2.3081008483623635) | > loss_disc_real_0: 0.06268227845430374 (0.10281341471548738) | > loss_disc_real_1: 0.19251064956188202 (0.1936584834394784) | > loss_disc_real_2: 0.16984443366527557 (0.20728751760104608) | > loss_disc_real_3: 0.2097097933292389 (0.22331029022562093) | > loss_disc_real_4: 0.22397443652153015 (0.2262321587266593) | > loss_disc_real_5: 0.23031865060329437 (0.22127727444829612) | > loss_0: 2.2668802738189697 (2.3081008483623635) | > grad_norm_0: tensor(6.2110, device='cuda:0') (tensor(8.0269, device='cuda:0')) | > loss_gen: 2.480408191680908 (2.504226799668937) | > loss_kl: 1.8999731540679932 (1.8876454706849723) | > loss_feat: 7.681509017944336 (7.046992449924864) | > loss_mel: 17.41558265686035 (17.313725899005764) | > loss_duration: 1.9944063425064087 (2.00664248548705) | > loss_1: 31.471878051757812 (30.75923308010759) | > grad_norm_1: tensor(52.2353, device='cuda:0') (tensor(76.8937, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3558 (0.3595382098493905) | > loader_time: 0.003 (0.0031808984690699085)  --> TIME: 2024-06-12 05:58:15 -- STEP: 54/330 -- GLOBAL_STEP: 376475 | > loss_disc: 2.3070685863494873 (2.333669066429138) | > loss_disc_real_0: 0.11542900651693344 (0.1041337682141198) | > loss_disc_real_1: 0.17605209350585938 (0.19510644370758976) | > loss_disc_real_2: 0.20996809005737305 (0.21082258831571649) | > loss_disc_real_3: 0.2374270260334015 (0.2276107997254089) | > loss_disc_real_4: 0.24480175971984863 (0.22823962679615728) | > loss_disc_real_5: 0.23648926615715027 (0.2195413711446303) | > loss_0: 2.3070685863494873 (2.333669066429138) | > grad_norm_0: tensor(6.8412, device='cuda:0') (tensor(7.9011, device='cuda:0')) | > loss_gen: 2.520094156265259 (2.515039421893932) | > loss_kl: 1.959804892539978 (1.905751038480688) | > loss_feat: 8.129399299621582 (7.1432550836492466) | > loss_mel: 17.789527893066406 (17.301199489169647) | > loss_duration: 1.9577593803405762 (1.9852628155990888) | > loss_1: 32.35658264160156 (30.850507806848597) | > grad_norm_1: tensor(76.4141, device='cuda:0') (tensor(77.4416, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3674 (0.3612858321931627) | > loader_time: 0.0042 (0.0033688810136583117)  --> TIME: 2024-06-12 05:58:24 -- STEP: 79/330 -- GLOBAL_STEP: 376500 | > loss_disc: 2.4203455448150635 (2.333861523036716) | > loss_disc_real_0: 0.1132567822933197 (0.10517506876701041) | > loss_disc_real_1: 0.1744518131017685 (0.1944623378258717) | > loss_disc_real_2: 0.2103717029094696 (0.2083657389577431) | > loss_disc_real_3: 0.24678167700767517 (0.22790931485876254) | > loss_disc_real_4: 0.23326504230499268 (0.23102915852884703) | > loss_disc_real_5: 0.2212245762348175 (0.22218973840339273) | > loss_0: 2.4203455448150635 (2.333861523036716) | > grad_norm_0: tensor(12.3765, device='cuda:0') (tensor(8.6933, device='cuda:0')) | > loss_gen: 2.449207067489624 (2.506162456319303) | > loss_kl: 1.8315199613571167 (1.9303749558291858) | > loss_feat: 6.261194705963135 (7.084232837338991) | > loss_mel: 16.16474723815918 (17.246995732754087) | > loss_duration: 1.9518210887908936 (1.9782825134977513) | > loss_1: 28.658489227294922 (30.746048384074925) | > grad_norm_1: tensor(72.8896, device='cuda:0') (tensor(77.5692, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3859 (0.3660236431073539) | > loader_time: 0.0044 (0.0035537073883829236) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_376500.pth  --> TIME: 2024-06-12 05:58:39 -- STEP: 104/330 -- GLOBAL_STEP: 376525 | > loss_disc: 2.3133046627044678 (2.3467859832140125) | > loss_disc_real_0: 0.09924468398094177 (0.10835642088204622) | > loss_disc_real_1: 0.19255253672599792 (0.19556704020270935) | > loss_disc_real_2: 0.19841545820236206 (0.20991784133590186) | > loss_disc_real_3: 0.2515231966972351 (0.22881259411000288) | > loss_disc_real_4: 0.22463133931159973 (0.23172823597605413) | > loss_disc_real_5: 0.24635997414588928 (0.2227401313586877) | > loss_0: 2.3133046627044678 (2.3467859832140125) | > grad_norm_0: tensor(4.1214, device='cuda:0') (tensor(8.5000, device='cuda:0')) | > loss_gen: 2.4575254917144775 (2.489703531448659) | > loss_kl: 2.1342899799346924 (1.9557957958716612) | > loss_feat: 7.851795196533203 (7.018460929393768) | > loss_mel: 17.613683700561523 (17.235452908735997) | > loss_duration: 2.040637493133545 (1.9813693647201247) | > loss_1: 32.097930908203125 (30.68078246483436) | > grad_norm_1: tensor(68.2449, device='cuda:0') (tensor(73.8776, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3831 (0.3711481988430024) | > loader_time: 0.0039 (0.0036949033920581523)  --> TIME: 2024-06-12 05:58:49 -- STEP: 129/330 -- GLOBAL_STEP: 376550 | > loss_disc: 2.3604495525360107 (2.3482815369155063) | > loss_disc_real_0: 0.12075456976890564 (0.10900777630334677) | > loss_disc_real_1: 0.19026893377304077 (0.19558782575204392) | > loss_disc_real_2: 0.21931301057338715 (0.20909737408623214) | > loss_disc_real_3: 0.2695896029472351 (0.22881469684977865) | > loss_disc_real_4: 0.256030797958374 (0.2313615879578184) | > loss_disc_real_5: 0.24268607795238495 (0.22226963567641356) | > loss_0: 2.3604495525360107 (2.3482815369155063) | > grad_norm_0: tensor(7.1070, device='cuda:0') (tensor(8.2434, device='cuda:0')) | > loss_gen: 2.5910134315490723 (2.4839075203089758) | > loss_kl: 1.9133479595184326 (1.967177147089049) | > loss_feat: 6.486896514892578 (7.009335979934811) | > loss_mel: 17.29689598083496 (17.21690442580584) | > loss_duration: 1.9653866291046143 (1.9845215913861296) | > loss_1: 30.2535400390625 (30.661846634029416) | > grad_norm_1: tensor(70.5173, device='cuda:0') (tensor(72.6626, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3858 (0.3718066067658654) | > loader_time: 0.0039 (0.0037710980851520864)  --> TIME: 2024-06-12 05:58:58 -- STEP: 154/330 -- GLOBAL_STEP: 376575 | > loss_disc: 2.482046604156494 (2.357437819629522) | > loss_disc_real_0: 0.14645442366600037 (0.1114218147447357) | > loss_disc_real_1: 0.24435868859291077 (0.19604522202696117) | > loss_disc_real_2: 0.21652716398239136 (0.21016323305182644) | > loss_disc_real_3: 0.2727983891963959 (0.23000505363399332) | > loss_disc_real_4: 0.23095063865184784 (0.23198545453223315) | > loss_disc_real_5: 0.25111010670661926 (0.22293684834783728) | > loss_0: 2.482046604156494 (2.357437819629522) | > grad_norm_0: tensor(11.8048, device='cuda:0') (tensor(8.6551, device='cuda:0')) | > loss_gen: 2.462893009185791 (2.477753032337536) | > loss_kl: 2.082618236541748 (1.9775859690331794) | > loss_feat: 7.139329433441162 (6.994787516532006) | > loss_mel: 17.10639762878418 (17.205616356490484) | > loss_duration: 2.0001473426818848 (1.988720358966233) | > loss_1: 30.791385650634766 (30.644463204718257) | > grad_norm_1: tensor(224.1317, device='cuda:0') (tensor(82.6385, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3792 (0.37244692096462506) | > loader_time: 0.0041 (0.0038733838440535902)  --> TIME: 2024-06-12 05:59:08 -- STEP: 179/330 -- GLOBAL_STEP: 376600 | > loss_disc: 2.462043523788452 (2.3625657385288017) | > loss_disc_real_0: 0.0828980803489685 (0.11223956189175557) | > loss_disc_real_1: 0.21380683779716492 (0.19601307268249257) | > loss_disc_real_2: 0.17991209030151367 (0.21167373565655181) | > loss_disc_real_3: 0.220077782869339 (0.2302404817755662) | > loss_disc_real_4: 0.22620730102062225 (0.23213337303539894) | > loss_disc_real_5: 0.2229732722043991 (0.22306106967965983) | > loss_0: 2.462043523788452 (2.3625657385288017) | > grad_norm_0: tensor(13.3331, device='cuda:0') (tensor(8.7985, device='cuda:0')) | > loss_gen: 2.3990797996520996 (2.4712474026493534) | > loss_kl: 1.974031925201416 (1.9882049653783191) | > loss_feat: 6.86796236038208 (6.968706429337656) | > loss_mel: 16.717344284057617 (17.177705263958284) | > loss_duration: 2.0390267372131348 (1.9959714392709997) | > loss_1: 29.99744415283203 (30.601835431999334) | > grad_norm_1: tensor(201.5992, device='cuda:0') (tensor(88.6217, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.3865 (0.3739899123847153) | > loader_time: 0.0047 (0.0039615990729305346)  --> TIME: 2024-06-12 05:59:18 -- STEP: 204/330 -- GLOBAL_STEP: 376625 | > loss_disc: 2.4117205142974854 (2.366162702149037) | > loss_disc_real_0: 0.09313835203647614 (0.113767333255679) | > loss_disc_real_1: 0.14982756972312927 (0.19576717540621758) | > loss_disc_real_2: 0.2612735629081726 (0.21172939131365104) | > loss_disc_real_3: 0.247274711728096 (0.23059308974474085) | > loss_disc_real_4: 0.21680335700511932 (0.2322260825803467) | > loss_disc_real_5: 0.19446033239364624 (0.22394093483978628) | > loss_0: 2.4117205142974854 (2.366162702149037) | > grad_norm_0: tensor(13.6876, device='cuda:0') (tensor(9.3596, device='cuda:0')) | > loss_gen: 2.3984405994415283 (2.4662630195711177) | > loss_kl: 2.200951337814331 (1.9944823179759232) | > loss_feat: 7.426799297332764 (6.950105487131605) | > loss_mel: 17.21159553527832 (17.142890864727534) | > loss_duration: 2.013235092163086 (2.004328232185513) | > loss_1: 31.251022338867188 (30.5580698929581) | > grad_norm_1: tensor(101.1556, device='cuda:0') (tensor(100.2999, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.4229 (0.3770071607010039) | > loader_time: 0.005 (0.004082173693413828)  --> TIME: 2024-06-12 05:59:29 -- STEP: 229/330 -- GLOBAL_STEP: 376650 | > loss_disc: 2.3760128021240234 (2.368931731802929) | > loss_disc_real_0: 0.11749784648418427 (0.11521267614380241) | > loss_disc_real_1: 0.22875839471817017 (0.196504556455987) | > loss_disc_real_2: 0.19816088676452637 (0.21204666643684086) | > loss_disc_real_3: 0.2359120100736618 (0.2303796256994056) | > loss_disc_real_4: 0.25806277990341187 (0.23248974048414606) | > loss_disc_real_5: 0.21293015778064728 (0.22323145343226636) | > loss_0: 2.3760128021240234 (2.368931731802929) | > grad_norm_0: tensor(18.5002, device='cuda:0') (tensor(10.2219, device='cuda:0')) | > loss_gen: 2.536844253540039 (2.4647476412843927) | > loss_kl: 2.1860644817352295 (1.9981317093278643) | > loss_feat: 6.5402512550354 (6.948350265036503) | > loss_mel: 17.065935134887695 (17.105989397873508) | > loss_duration: 2.114175319671631 (2.0136424568542743) | > loss_1: 30.44327163696289 (30.530861450595108) | > grad_norm_1: tensor(403.6485, device='cuda:0') (tensor(119.5863, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.4007 (0.3804931120060418) | > loader_time: 0.0053 (0.004209449718092209)  --> TIME: 2024-06-12 05:59:40 -- STEP: 254/330 -- GLOBAL_STEP: 376675 | > loss_disc: 2.50498628616333 (2.369817293535068) | > loss_disc_real_0: 0.1003294438123703 (0.11706198091934046) | > loss_disc_real_1: 0.17862480878829956 (0.19642991672350665) | > loss_disc_real_2: 0.203354150056839 (0.2116825462091626) | > loss_disc_real_3: 0.2551557123661041 (0.23019521982651056) | > loss_disc_real_4: 0.23910003900527954 (0.2326289123789532) | > loss_disc_real_5: 0.18585273623466492 (0.22158180177211761) | > loss_0: 2.50498628616333 (2.369817293535068) | > grad_norm_0: tensor(19.7156, device='cuda:0') (tensor(12.2489, device='cuda:0')) | > loss_gen: 2.3260793685913086 (2.4727449342021792) | > loss_kl: 2.01074481010437 (2.001066593673285) | > loss_feat: 6.460689067840576 (6.958698460436243) | > loss_mel: 16.297481536865234 (17.06222482741347) | > loss_duration: 2.058917999267578 (2.021334804887845) | > loss_1: 29.153911590576172 (30.51606962249035) | > grad_norm_1: tensor(146.9718, device='cuda:0') (tensor(147.0105, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.4271 (0.38495505513168704) | > loader_time: 0.006 (0.004367967290202467)  --> TIME: 2024-06-12 05:59:51 -- STEP: 279/330 -- GLOBAL_STEP: 376700 | > loss_disc: 2.3768866062164307 (2.3701475922779385) | > loss_disc_real_0: 0.12681584060192108 (0.11773620022454143) | > loss_disc_real_1: 0.20468521118164062 (0.19648636653218213) | > loss_disc_real_2: 0.19164134562015533 (0.21190159669059155) | > loss_disc_real_3: 0.24622592329978943 (0.23029628999557974) | > loss_disc_real_4: 0.20343686640262604 (0.23220120503910982) | > loss_disc_real_5: 0.16132493317127228 (0.221538060134457) | > loss_0: 2.3768866062164307 (2.3701475922779385) | > grad_norm_0: tensor(23.6955, device='cuda:0') (tensor(14.1813, device='cuda:0')) | > loss_gen: 2.4901864528656006 (2.4757695873151118) | > loss_kl: 2.062177896499634 (2.004969540462699) | > loss_feat: 7.017342567443848 (6.969946924503559) | > loss_mel: 16.730106353759766 (17.009686480286284) | > loss_duration: 2.1120529174804688 (2.0313391617122076) | > loss_1: 30.411867141723633 (30.491711708807177) | > grad_norm_1: tensor(339.3998, device='cuda:0') (tensor(168.8979, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.4505 (0.39019158493233413) | > loader_time: 0.006 (0.004502819430443551)  --> TIME: 2024-06-12 06:00:03 -- STEP: 304/330 -- GLOBAL_STEP: 376725 | > loss_disc: 2.3598310947418213 (2.3753053608693584) | > loss_disc_real_0: 0.1053076982498169 (0.11933930968179514) | > loss_disc_real_1: 0.20126374065876007 (0.19720775550721503) | > loss_disc_real_2: 0.2544977068901062 (0.2122583596624042) | > loss_disc_real_3: 0.2568202018737793 (0.23044613400768293) | > loss_disc_real_4: 0.2657085359096527 (0.23250519552905308) | > loss_disc_real_5: 0.2308630496263504 (0.22164994811541155) | > loss_0: 2.3598310947418213 (2.3753053608693584) | > grad_norm_0: tensor(17.5845, device='cuda:0') (tensor(14.7744, device='cuda:0')) | > loss_gen: 2.6169726848602295 (2.470237429989011) | > loss_kl: 2.1111905574798584 (2.009207111440206) | > loss_feat: 8.506205558776855 (6.969875067472458) | > loss_mel: 16.58352279663086 (16.96106144315316) | > loss_duration: 2.1918678283691406 (2.0425100059885715) | > loss_1: 32.00975799560547 (30.452891054906342) | > grad_norm_1: tensor(285.6849, device='cuda:0') (tensor(179.5405, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 0.4848 (0.3967680538955488) | > loader_time: 0.0072 (0.004666861734892196)  --> TIME: 2024-06-12 06:00:32 -- STEP: 329/330 -- GLOBAL_STEP: 376750 | > loss_disc: 2.502990245819092 (2.38270004469573) | > loss_disc_real_0: 0.21029917895793915 (0.12126575020852422) | > loss_disc_real_1: 0.2647107243537903 (0.19898970764821045) | > loss_disc_real_2: 0.20962777733802795 (0.21250408113365116) | > loss_disc_real_3: 0.2240009307861328 (0.23045168943861696) | > loss_disc_real_4: 0.1875782310962677 (0.23267891110801406) | > loss_disc_real_5: 0.234370619058609 (0.22254096583030145) | > loss_0: 2.502990245819092 (2.38270004469573) | > grad_norm_0: tensor(8.4283, device='cuda:0') (tensor(14.8656, device='cuda:0')) | > loss_gen: 2.270742416381836 (2.4656683000025414) | > loss_kl: 2.2955498695373535 (2.0200397674798243) | > loss_feat: 8.79575252532959 (7.053353834297157) | > loss_mel: 16.895586013793945 (16.948677239809346) | > loss_duration: 2.307645797729492 (2.057610371192537) | > loss_1: 32.565277099609375 (30.54534953271002) | > grad_norm_1: tensor(110.8923, device='cuda:0') (tensor(182.8287, device='cuda:0')) | > current_lr_0: 0.00017930002819364525 | > current_lr_1: 0.00017930002819364525 | > step_time: 14.345 (0.45249641340191976) | > loader_time: 0.0334 (0.005103462010531441)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7725391387939453 (2.7725391387939453) | > loss_disc_real_0: 0.32658305764198303 (0.32658305764198303) | > loss_disc_real_1: 0.2115340232849121 (0.2115340232849121) | > loss_disc_real_2: 0.3577197790145874 (0.3577197790145874) | > loss_disc_real_3: 0.2306135594844818 (0.2306135594844818) | > loss_disc_real_4: 0.3176414370536804 (0.3176414370536804) | > loss_disc_real_5: 0.2911648452281952 (0.2911648452281952) | > loss_0: 2.7725391387939453 (2.7725391387939453) | > loss_gen: 2.4396214485168457 (2.4396214485168457) | > loss_kl: 2.584460735321045 (2.584460735321045) | > loss_feat: 5.397548198699951 (5.397548198699951) | > loss_mel: 17.123197555541992 (17.123197555541992) | > loss_duration: 3.102902889251709 (3.102902889251709) | > loss_1: 30.647729873657227 (30.647729873657227)  --> STEP: 1 | > loss_disc: 2.5273263454437256 (2.5273263454437256) | > loss_disc_real_0: 0.09692279994487762 (0.09692279994487762) | > loss_disc_real_1: 0.26336780190467834 (0.26336780190467834) | > loss_disc_real_2: 0.26554521918296814 (0.26554521918296814) | > loss_disc_real_3: 0.27955254912376404 (0.27955254912376404) | > loss_disc_real_4: 0.2720251679420471 (0.2720251679420471) | > loss_disc_real_5: 0.2033860981464386 (0.2033860981464386) | > loss_0: 2.5273263454437256 (2.5273263454437256) | > loss_gen: 2.1967012882232666 (2.1967012882232666) | > loss_kl: 3.2389073371887207 (3.2389073371887207) | > loss_feat: 4.26563024520874 (4.26563024520874) | > loss_mel: 16.68364715576172 (16.68364715576172) | > loss_duration: 2.483455181121826 (2.483455181121826) | > loss_1: 28.86834144592285 (28.86834144592285)  --> STEP: 2 | > loss_disc: 2.4442358016967773 (2.4857810735702515) | > loss_disc_real_0: 0.1155165284872055 (0.10621966421604156) | > loss_disc_real_1: 0.23489448428153992 (0.24913114309310913) | > loss_disc_real_2: 0.27386409044265747 (0.2697046548128128) | > loss_disc_real_3: 0.2288075089454651 (0.25418002903461456) | > loss_disc_real_4: 0.26902613043785095 (0.27052564918994904) | > loss_disc_real_5: 0.2609783709049225 (0.23218223452568054) | > loss_0: 2.4442358016967773 (2.4857810735702515) | > loss_gen: 2.4770989418029785 (2.3369001150131226) | > loss_kl: 2.7066569328308105 (2.9727821350097656) | > loss_feat: 6.2843523025512695 (5.274991273880005) | > loss_mel: 19.11676788330078 (17.90020751953125) | > loss_duration: 2.551516532897949 (2.5174858570098877) | > loss_1: 33.136390686035156 (31.002366065979004)  --> STEP: 3 | > loss_disc: 2.6099417209625244 (2.5271679560343423) | > loss_disc_real_0: 0.15958091616630554 (0.12400674819946289) | > loss_disc_real_1: 0.3179585039615631 (0.2720735967159271) | > loss_disc_real_2: 0.2818228602409363 (0.2737440566221873) | > loss_disc_real_3: 0.30753400921821594 (0.271964689095815) | > loss_disc_real_4: 0.2448059320449829 (0.261952410141627) | > loss_disc_real_5: 0.2114390879869461 (0.2252678523461024) | > loss_0: 2.6099417209625244 (2.5271679560343423) | > loss_gen: 2.329098701477051 (2.334299643834432) | > loss_kl: 3.2665529251098633 (3.0707057317097983) | > loss_feat: 5.844540596008301 (5.4648410479227705) | > loss_mel: 15.982080459594727 (17.260831832885742) | > loss_duration: 2.3359079360961914 (2.456959883371989) | > loss_1: 29.7581787109375 (30.587636947631836)  --> STEP: 4 | > loss_disc: 2.277677297592163 (2.4647952914237976) | > loss_disc_real_0: 0.07328063249588013 (0.1113252192735672) | > loss_disc_real_1: 0.1897372156381607 (0.2514895014464855) | > loss_disc_real_2: 0.2534404397010803 (0.26866815239191055) | > loss_disc_real_3: 0.1879311054944992 (0.25095629319548607) | > loss_disc_real_4: 0.2535366714000702 (0.2598484754562378) | > loss_disc_real_5: 0.2403176873922348 (0.2290303111076355) | > loss_0: 2.277677297592163 (2.4647952914237976) | > loss_gen: 2.5049338340759277 (2.376958191394806) | > loss_kl: 4.289306640625 (3.3753559589385986) | > loss_feat: 7.160593032836914 (5.888779044151306) | > loss_mel: 18.55181312561035 (17.583577156066895) | > loss_duration: 2.49884033203125 (2.467429995536804) | > loss_1: 35.00548553466797 (31.69209909439087)  --> STEP: 5 | > loss_disc: 2.50278377532959 (2.4723929882049562) | > loss_disc_real_0: 0.13290587067604065 (0.11564134955406188) | > loss_disc_real_1: 0.22996723651885986 (0.2471850484609604) | > loss_disc_real_2: 0.3027396500110626 (0.27548245191574094) | > loss_disc_real_3: 0.28163474798202515 (0.2570919841527939) | > loss_disc_real_4: 0.24103130400180817 (0.25608504116535186) | > loss_disc_real_5: 0.2270432859659195 (0.2286329060792923) | > loss_0: 2.50278377532959 (2.4723929882049562) | > loss_gen: 2.3898258209228516 (2.379531717300415) | > loss_kl: 3.471858263015747 (3.3946564197540283) | > loss_feat: 5.662310600280762 (5.843485355377197) | > loss_mel: 18.01790428161621 (17.670442581176758) | > loss_duration: 2.368968963623047 (2.447737789154053) | > loss_1: 31.91086769104004 (31.735852813720705)  --> STEP: 6 | > loss_disc: 2.558180570602417 (2.4866909186045327) | > loss_disc_real_0: 0.06324365735054016 (0.10690840085347493) | > loss_disc_real_1: 0.19644992053508759 (0.23872919380664825) | > loss_disc_real_2: 0.3300682306289673 (0.2845800817012787) | > loss_disc_real_3: 0.2677808403968811 (0.25887346019347507) | > loss_disc_real_4: 0.2998600900173187 (0.26338088264067966) | > loss_disc_real_5: 0.2513774335384369 (0.2324236606558164) | > loss_0: 2.558180570602417 (2.4866909186045327) | > loss_gen: 2.248997926712036 (2.357776085535685) | > loss_kl: 3.103663444519043 (3.3461575905481973) | > loss_feat: 4.811425685882568 (5.671475410461426) | > loss_mel: 17.094039916992188 (17.57437547047933) | > loss_duration: 2.209369421005249 (2.408009727795919) | > loss_1: 29.467496871948242 (31.35779349009196)  --> STEP: 7 | > loss_disc: 2.4860594272613525 (2.486600705555507) | > loss_disc_real_0: 0.09997586160898209 (0.10591803810426167) | > loss_disc_real_1: 0.22386188805103302 (0.23660529298441751) | > loss_disc_real_2: 0.28539034724235535 (0.2846958339214325) | > loss_disc_real_3: 0.2672840356826782 (0.260074970977647) | > loss_disc_real_4: 0.26454704999923706 (0.26354747797761646) | > loss_disc_real_5: 0.2330068051815033 (0.23250696701662882) | > loss_0: 2.4860594272613525 (2.486600705555507) | > loss_gen: 2.2789316177368164 (2.346512590135847) | > loss_kl: 4.374904155731201 (3.493121385574341) | > loss_feat: 5.70151424407959 (5.675766672406878) | > loss_mel: 17.52876853942871 (17.567860194614955) | > loss_duration: 2.5057177543640137 (2.421968017305647) | > loss_1: 32.389835357666016 (31.50522804260254)  --> STEP: 8 | > loss_disc: 2.256828546524048 (2.4578791856765747) | > loss_disc_real_0: 0.06957125663757324 (0.10137469042092562) | > loss_disc_real_1: 0.18806256353855133 (0.23053745180368423) | > loss_disc_real_2: 0.1523994356393814 (0.2681587841361761) | > loss_disc_real_3: 0.21063575148582458 (0.25389506854116917) | > loss_disc_real_4: 0.17810069024562836 (0.25286662951111794) | > loss_disc_real_5: 0.12260930240154266 (0.21876975893974304) | > loss_0: 2.256828546524048 (2.4578791856765747) | > loss_gen: 2.2144808769226074 (2.330008625984192) | > loss_kl: 2.997708797454834 (3.4311948120594025) | > loss_feat: 10.837761878967285 (6.321016073226929) | > loss_mel: 20.057201385498047 (17.879027843475342) | > loss_duration: 2.322150707244873 (2.40949085354805) | > loss_1: 38.42930221557617 (32.37073731422424)  --> STEP: 9 | > loss_disc: 2.3732504844665527 (2.448475996653239) | > loss_disc_real_0: 0.09259818494319916 (0.10039952314562267) | > loss_disc_real_1: 0.16802874207496643 (0.22359203961160448) | > loss_disc_real_2: 0.19984938204288483 (0.26056885057025486) | > loss_disc_real_3: 0.23607952892780304 (0.251915564139684) | > loss_disc_real_4: 0.20485955476760864 (0.24753251009517246) | > loss_disc_real_5: 0.23138530552387238 (0.22017148633797964) | > loss_0: 2.3732504844665527 (2.448475996653239) | > loss_gen: 2.2112016677856445 (2.31680785285102) | > loss_kl: 2.822528123855591 (3.3635651800367565) | > loss_feat: 8.094361305236816 (6.518054432339138) | > loss_mel: 19.329294204711914 (18.040168550279404) | > loss_duration: 2.2214879989624023 (2.388601647482978) | > loss_1: 34.67887496948242 (32.62719705369737)  --> STEP: 10 | > loss_disc: 2.4777581691741943 (2.4514042139053345) | > loss_disc_real_0: 0.1451142430305481 (0.10487099513411521) | > loss_disc_real_1: 0.25850778818130493 (0.22708361446857453) | > loss_disc_real_2: 0.25073733925819397 (0.25958569943904874) | > loss_disc_real_3: 0.2914254665374756 (0.2558665543794632) | > loss_disc_real_4: 0.30298539996147156 (0.2530777990818024) | > loss_disc_real_5: 0.2818334400653839 (0.22633768171072005) | > loss_0: 2.4777581691741943 (2.4514042139053345) | > loss_gen: 2.565993309020996 (2.3417263984680177) | > loss_kl: 3.2137532234191895 (3.348583984375) | > loss_feat: 4.978660583496094 (6.364115047454834) | > loss_mel: 17.714387893676758 (18.00759048461914) | > loss_duration: 2.408726215362549 (2.3906141042709352) | > loss_1: 30.881519317626953 (32.452629280090335)  --> STEP: 11 | > loss_disc: 2.3189826011657715 (2.4393658854744653) | > loss_disc_real_0: 0.133318692445755 (0.10745714943517339) | > loss_disc_real_1: 0.17007040977478027 (0.22190059586004776) | > loss_disc_real_2: 0.21788205206394196 (0.25579445876858453) | > loss_disc_real_3: 0.20398908853530884 (0.2511504211209037) | > loss_disc_real_4: 0.23868241906166077 (0.25176912817088043) | > loss_disc_real_5: 0.24508720636367798 (0.22804218395189804) | > loss_0: 2.3189826011657715 (2.4393658854744653) | > loss_gen: 2.467184066772461 (2.353131641041149) | > loss_kl: 4.046813011169434 (3.412059350447221) | > loss_feat: 8.114974975585938 (6.523284131830389) | > loss_mel: 17.105113983154297 (17.925547166304156) | > loss_duration: 2.525399923324585 (2.4028673605485396) | > loss_1: 34.25948715209961 (32.61688908663663)  --> STEP: 12 | > loss_disc: 2.290841579437256 (2.4269888599713645) | > loss_disc_real_0: 0.0633637085556984 (0.10378269602855046) | > loss_disc_real_1: 0.1400471180677414 (0.21507947271068892) | > loss_disc_real_2: 0.33801132440567017 (0.26264586423834163) | > loss_disc_real_3: 0.20955407619476318 (0.24768405904372534) | > loss_disc_real_4: 0.16903971135616302 (0.24487501010298732) | > loss_disc_real_5: 0.1550135463476181 (0.22195646415154138) | > loss_0: 2.290841579437256 (2.4269888599713645) | > loss_gen: 2.2051937580108643 (2.3408034841219583) | > loss_kl: 3.1715781688690186 (3.392019251982371) | > loss_feat: 6.189043045043945 (6.4954307079315186) | > loss_mel: 17.054622650146484 (17.852970123291016) | > loss_duration: 2.3113059997558594 (2.3952372471491494) | > loss_1: 30.931745529174805 (32.476460456848145)  --> STEP: 13 | > loss_disc: 2.5426201820373535 (2.4358835770533633) | > loss_disc_real_0: 0.14380519092082977 (0.10686134948180272) | > loss_disc_real_1: 0.24235334992408752 (0.21717746326556572) | > loss_disc_real_2: 0.2885386645793915 (0.2646376181107301) | > loss_disc_real_3: 0.22099825739860535 (0.2456313050710238) | > loss_disc_real_4: 0.207156240940094 (0.2419735663212263) | > loss_disc_real_5: 0.181745707988739 (0.21886332906209505) | > loss_0: 2.5426201820373535 (2.4358835770533633) | > loss_gen: 2.166733980178833 (2.3274135222801795) | > loss_kl: 3.3409688472747803 (3.3880922977740946) | > loss_feat: 6.96909761428833 (6.5318666238051195) | > loss_mel: 16.260740280151367 (17.730490904587967) | > loss_duration: 2.3440029621124268 (2.391296148300171) | > loss_1: 31.081544876098633 (32.36915925832895)  --> STEP: 14 | > loss_disc: 2.5067596435546875 (2.4409461532320296) | > loss_disc_real_0: 0.11211390793323517 (0.10723653222833361) | > loss_disc_real_1: 0.19824574887752533 (0.21582519795213426) | > loss_disc_real_2: 0.2236868292093277 (0.2617125617606299) | > loss_disc_real_3: 0.23709076642990112 (0.24502126659665788) | > loss_disc_real_4: 0.27769070863723755 (0.24452479077236997) | > loss_disc_real_5: 0.1885307878255844 (0.21669671897377288) | > loss_0: 2.5067596435546875 (2.4409461532320296) | > loss_gen: 2.123599052429199 (2.3128553458622525) | > loss_kl: 4.180400848388672 (3.444685765675136) | > loss_feat: 6.79464864730835 (6.5506367683410645) | > loss_mel: 17.959657669067383 (17.74685995919364) | > loss_duration: 2.452230930328369 (2.3956486327307567) | > loss_1: 33.51054000854492 (32.45068645477295)  --> STEP: 15 | > loss_disc: 2.7234838008880615 (2.4597819964090983) | > loss_disc_real_0: 0.2106049656867981 (0.11412776112556458) | > loss_disc_real_1: 0.270383358001709 (0.21946240862210592) | > loss_disc_real_2: 0.2045903354883194 (0.2579044133424759) | > loss_disc_real_3: 0.2003479301929474 (0.24204304416974384) | > loss_disc_real_4: 0.18173116445541382 (0.24033854901790622) | > loss_disc_real_5: 0.21978436410427094 (0.21690256198247274) | > loss_0: 2.7234838008880615 (2.4597819964090983) | > loss_gen: 1.9631799459457397 (2.2895436525344848) | > loss_kl: 3.7885124683380127 (3.467607545852661) | > loss_feat: 7.144969463348389 (6.590258948008219) | > loss_mel: 18.5853271484375 (17.802757771809897) | > loss_duration: 2.4464008808135986 (2.3990321159362793) | > loss_1: 33.92839050292969 (32.5492000579834)  --> STEP: 16 | > loss_disc: 2.849879026412964 (2.48416306078434) | > loss_disc_real_0: 0.24490921199321747 (0.12230160180479288) | > loss_disc_real_1: 0.23207665979862213 (0.22025079932063818) | > loss_disc_real_2: 0.2875775694847107 (0.25975898560136557) | > loss_disc_real_3: 0.29398244619369507 (0.2452892567962408) | > loss_disc_real_4: 0.25640320777893066 (0.24134259019047025) | > loss_disc_real_5: 0.22482064366340637 (0.2173974420875311) | > loss_0: 2.849879026412964 (2.48416306078434) | > loss_gen: 2.1340413093566895 (2.2798247560858727) | > loss_kl: 3.0030055046081543 (3.4385699182748795) | > loss_feat: 6.142444133758545 (6.562270522117615) | > loss_mel: 15.466826438903809 (17.656762063503265) | > loss_duration: 2.3944687843322754 (2.398746907711029) | > loss_1: 29.140785217285156 (32.33617413043976)  --> STEP: 17 | > loss_disc: 2.5121893882751465 (2.485811668283799) | > loss_disc_real_0: 0.049295950680971146 (0.11800715173868571) | > loss_disc_real_1: 0.24479548633098602 (0.22169460443889394) | > loss_disc_real_2: 0.2668072283267975 (0.26017358811462626) | > loss_disc_real_3: 0.2461254745721817 (0.2453384460771785) | > loss_disc_real_4: 0.2357483208179474 (0.2410135155214983) | > loss_disc_real_5: 0.2833964228630066 (0.22127973507432377) | > loss_0: 2.5121893882751465 (2.485811668283799) | > loss_gen: 2.2676353454589844 (2.27910773193135) | > loss_kl: 2.424133539199829 (3.378897190093994) | > loss_feat: 6.69363260269165 (6.569997703327852) | > loss_mel: 16.56989288330078 (17.592828582314883) | > loss_duration: 2.4250848293304443 (2.4002961972180534) | > loss_1: 30.380380630493164 (32.221127453972315)  --> STEP: 18 | > loss_disc: 2.342456340789795 (2.4778474834230213) | > loss_disc_real_0: 0.13808467984199524 (0.11912256996664736) | > loss_disc_real_1: 0.2607666254043579 (0.2238652722703086) | > loss_disc_real_2: 0.22093850374221802 (0.257993861205048) | > loss_disc_real_3: 0.2552054226398468 (0.24588661144177118) | > loss_disc_real_4: 0.23478257656097412 (0.24066735224591362) | > loss_disc_real_5: 0.20241427421569824 (0.22023165391551125) | > loss_0: 2.342456340789795 (2.4778474834230213) | > loss_gen: 2.640115737915039 (2.299163732263777) | > loss_kl: 3.2051842212677 (3.3692464696036444) | > loss_feat: 9.705098152160645 (6.7441699504852295) | > loss_mel: 17.587574005126953 (17.59253666136) | > loss_duration: 2.2859106063842773 (2.3939414421717324) | > loss_1: 35.42388153076172 (32.39905823601617)  --> STEP: 19 | > loss_disc: 2.5319085121154785 (2.480692800722624) | > loss_disc_real_0: 0.13330863416194916 (0.11986920492429483) | > loss_disc_real_1: 0.2118227481842041 (0.22323145521314522) | > loss_disc_real_2: 0.36519908905029297 (0.2636362416179557) | > loss_disc_real_3: 0.2720460891723633 (0.24726342605917076) | > loss_disc_real_4: 0.2747678756713867 (0.24246211663672798) | > loss_disc_real_5: 0.25532788038253784 (0.22207882372956528) | > loss_0: 2.5319085121154785 (2.480692800722624) | > loss_gen: 2.4151856899261475 (2.3052701510881124) | > loss_kl: 2.45109224319458 (3.320922562950536) | > loss_feat: 5.115920543670654 (6.658472613284462) | > loss_mel: 16.650022506713867 (17.54293065322073) | > loss_duration: 2.3608529567718506 (2.39219994294016) | > loss_1: 28.993074417114258 (32.21979592975817)  --> STEP: 20 | > loss_disc: 2.6438870429992676 (2.4888525128364565) | > loss_disc_real_0: 0.093210369348526 (0.11853626314550639) | > loss_disc_real_1: 0.2268989086151123 (0.22341482788324357) | > loss_disc_real_2: 0.3018704354763031 (0.26554795131087305) | > loss_disc_real_3: 0.2787233293056488 (0.24883642122149469) | > loss_disc_real_4: 0.26518645882606506 (0.24359833374619483) | > loss_disc_real_5: 0.23563392460346222 (0.2227565787732601) | > loss_0: 2.6438870429992676 (2.4888525128364565) | > loss_gen: 2.0939083099365234 (2.294702059030533) | > loss_kl: 2.443760395050049 (3.2770644545555117) | > loss_feat: 6.245397090911865 (6.637818837165833) | > loss_mel: 19.751604080200195 (17.6533643245697) | > loss_duration: 2.2673842906951904 (2.3859591603279116) | > loss_1: 32.80205535888672 (32.2489089012146)  --> STEP: 21 | > loss_disc: 2.2589175701141357 (2.4779032298496793) | > loss_disc_real_0: 0.07991340011358261 (0.11669707919160525) | > loss_disc_real_1: 0.27641889452934265 (0.22593883105686732) | > loss_disc_real_2: 0.21650871634483337 (0.26321274964582353) | > loss_disc_real_3: 0.22851857542991638 (0.24786890475522905) | > loss_disc_real_4: 0.1857779622077942 (0.2408449827205567) | > loss_disc_real_5: 0.2132854014635086 (0.2223055703299386) | > loss_0: 2.2589175701141357 (2.4779032298496793) | > loss_gen: 2.3260254859924316 (2.2961936507906233) | > loss_kl: 2.250502109527588 (3.2281805333637057) | > loss_feat: 5.484687328338623 (6.582907812935965) | > loss_mel: 15.199106216430664 (17.536494890848797) | > loss_duration: 2.198000431060791 (2.3770087446485246) | > loss_1: 27.45832061767578 (32.020785649617515)  --> STEP: 22 | > loss_disc: 2.6175150871276855 (2.484249223362316) | > loss_disc_real_0: 0.1254366636276245 (0.11709433302960613) | > loss_disc_real_1: 0.22559674084186554 (0.22592328150163998) | > loss_disc_real_2: 0.2637825608253479 (0.26323865015398373) | > loss_disc_real_3: 0.26305681467056274 (0.24855926429683511) | > loss_disc_real_4: 0.25418949127197266 (0.24145155129107562) | > loss_disc_real_5: 0.22773398458957672 (0.22255231643264944) | > loss_0: 2.6175150871276855 (2.484249223362316) | > loss_gen: 2.1238842010498047 (2.2883614030751316) | > loss_kl: 2.2616055011749268 (3.184245304627852) | > loss_feat: 8.276914596557617 (6.659908121282404) | > loss_mel: 18.75861930847168 (17.592046000740744) | > loss_duration: 2.208108425140381 (2.3693314573981543) | > loss_1: 33.62913131713867 (32.09389227086847)  --> STEP: 23 | > loss_disc: 2.32814621925354 (2.477462136227152) | > loss_disc_real_0: 0.09336376190185547 (0.11606256906753001) | > loss_disc_real_1: 0.18321144580841064 (0.22406624516715173) | > loss_disc_real_2: 0.23163199424743652 (0.2618644477232643) | > loss_disc_real_3: 0.2998749315738678 (0.25079038026540174) | > loss_disc_real_4: 0.29680266976356506 (0.24385812165944473) | > loss_disc_real_5: 0.2180444449186325 (0.22235632201899652) | > loss_0: 2.32814621925354 (2.477462136227152) | > loss_gen: 2.417654275894165 (2.293982832328133) | > loss_kl: 2.450200080871582 (3.1523302948993184) | > loss_feat: 5.755960941314697 (6.62060606997946) | > loss_mel: 18.17307472229004 (17.617308119068976) | > loss_duration: 2.269578456878662 (2.364994370419046) | > loss_1: 31.066469192504883 (32.04922170224397)  --> STEP: 24 | > loss_disc: 2.074885129928589 (2.460688094298045) | > loss_disc_real_0: 0.06286488473415375 (0.11384599888697267) | > loss_disc_real_1: 0.19023707509040833 (0.2226566964139541) | > loss_disc_real_2: 0.17588694393634796 (0.25828205173214275) | > loss_disc_real_3: 0.16680723428726196 (0.24729108251631257) | > loss_disc_real_4: 0.18563908338546753 (0.241432328398029) | > loss_disc_real_5: 0.16580647230148315 (0.22000007828076681) | > loss_0: 2.074885129928589 (2.460688094298045) | > loss_gen: 2.2556064128875732 (2.292383814851443) | > loss_kl: 2.27449893951416 (3.115753988424937) | > loss_feat: 7.435377597808838 (6.654554883639018) | > loss_mel: 17.658781051635742 (17.619036157925926) | > loss_duration: 2.4034295082092285 (2.3665958344936366) | > loss_1: 32.02769470214844 (32.048324743906655)  --> STEP: 25 | > loss_disc: 2.484830379486084 (2.4616537857055665) | > loss_disc_real_0: 0.06069761887192726 (0.11172006368637084) | > loss_disc_real_1: 0.24105839431285858 (0.2233927643299103) | > loss_disc_real_2: 0.23398815095424652 (0.2573102957010269) | > loss_disc_real_3: 0.22641557455062866 (0.2464560621976852) | > loss_disc_real_4: 0.2541617751121521 (0.24194150626659394) | > loss_disc_real_5: 0.21320725977420807 (0.21972836554050446) | > loss_0: 2.484830379486084 (2.4616537857055665) | > loss_gen: 2.135288715362549 (2.286100010871887) | > loss_kl: 2.4475719928741455 (3.0890267086029053) | > loss_feat: 7.228109359741211 (6.677497062683106) | > loss_mel: 16.535795211791992 (17.57570652008057) | > loss_duration: 2.4346542358398438 (2.369318170547485) | > loss_1: 30.781417846679688 (31.997648468017577)  --> STEP: 26 | > loss_disc: 2.8058383464813232 (2.474891653427711) | > loss_disc_real_0: 0.15103544294834137 (0.1132321936579851) | > loss_disc_real_1: 0.23756791651248932 (0.2239379624907787) | > loss_disc_real_2: 0.294283002614975 (0.2587323228900249) | > loss_disc_real_3: 0.35943329334259033 (0.2508013403186431) | > loss_disc_real_4: 0.2564842104911804 (0.24250084104446265) | > loss_disc_real_5: 0.2322973757982254 (0.22021178901195526) | > loss_0: 2.8058383464813232 (2.474891653427711) | > loss_gen: 2.167855739593506 (2.281552154284257) | > loss_kl: 2.4691929817199707 (3.0651869498766384) | > loss_feat: 9.665390014648438 (6.79241602237408) | > loss_mel: 17.39020538330078 (17.568571860973655) | > loss_duration: 2.2976298332214355 (2.3665609268041754) | > loss_1: 33.990272521972656 (32.07428785470816) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025664659646841195 (+0.0001734586862417362) | > avg_loss_disc: 2.474891653427711 (+0.02918516672574656) | > avg_loss_disc_real_0: 0.1132321936579851 (-0.01344546331809117) | > avg_loss_disc_real_1: 0.2239379624907787 (+0.020526410295413106) | > avg_loss_disc_real_2: 0.2587323228900249 (+0.01720626079119167) | > avg_loss_disc_real_3: 0.2508013403186431 (+0.01059575837392071) | > avg_loss_disc_real_4: 0.24250084104446265 (-0.003432492224069744) | > avg_loss_disc_real_5: 0.22021178901195526 (-0.023000737795462967) | > avg_loss_0: 2.474891653427711 (+0.02918516672574656) | > avg_loss_gen: 2.281552154284257 (-0.059746641379136545) | > avg_loss_kl: 3.0651869498766384 (+0.04158912255213787) | > avg_loss_feat: 6.79241602237408 (+0.11989747560941222) | > avg_loss_mel: 17.568571860973655 (+0.5720591911902879) | > avg_loss_duration: 2.3665609268041754 (+0.005554685225853007) | > avg_loss_1: 32.07428785470816 (+0.6793536406296958)  > EPOCH: 875/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:00:38)   --> TIME: 2024-06-12 06:00:48 -- STEP: 24/330 -- GLOBAL_STEP: 376775 | > loss_disc: 2.321500539779663 (2.329349527756373) | > loss_disc_real_0: 0.10079678148031235 (0.10047594706217448) | > loss_disc_real_1: 0.16355851292610168 (0.1980706981072823) | > loss_disc_real_2: 0.21165627241134644 (0.20792244747281075) | > loss_disc_real_3: 0.23487138748168945 (0.225770711277922) | > loss_disc_real_4: 0.23745021224021912 (0.23404602768520513) | > loss_disc_real_5: 0.2135280817747116 (0.2182194876174132) | > loss_0: 2.321500539779663 (2.329349527756373) | > grad_norm_0: tensor(8.0396, device='cuda:0') (tensor(7.0297, device='cuda:0')) | > loss_gen: 2.4670634269714355 (2.475224673748017) | > loss_kl: 1.9052249193191528 (1.9002239902814229) | > loss_feat: 7.307378768920898 (6.900632202625275) | > loss_mel: 17.338172912597656 (17.266551176706948) | > loss_duration: 1.9319539070129395 (2.0241718937953315) | > loss_1: 30.94979476928711 (30.56680393218994) | > grad_norm_1: tensor(75.4291, device='cuda:0') (tensor(85.8215, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3657 (0.3643718461195628) | > loader_time: 0.0032 (0.0032363136609395346)  --> TIME: 2024-06-12 06:00:57 -- STEP: 49/330 -- GLOBAL_STEP: 376800 | > loss_disc: 2.2505791187286377 (2.33300037773288) | > loss_disc_real_0: 0.11869706213474274 (0.1050326056322273) | > loss_disc_real_1: 0.17072947323322296 (0.1986469370978219) | > loss_disc_real_2: 0.22601410746574402 (0.20836326084574874) | > loss_disc_real_3: 0.21586868166923523 (0.2250944245226529) | > loss_disc_real_4: 0.2064114212989807 (0.2307460007010674) | > loss_disc_real_5: 0.21917875111103058 (0.2179685040396087) | > loss_0: 2.2505791187286377 (2.33300037773288) | > grad_norm_0: tensor(8.7234, device='cuda:0') (tensor(8.3954, device='cuda:0')) | > loss_gen: 2.6069154739379883 (2.489304416033686) | > loss_kl: 1.8205492496490479 (1.9325190393292173) | > loss_feat: 7.663671970367432 (6.999589219385264) | > loss_mel: 16.77824592590332 (17.231488870114696) | > loss_duration: 1.9127602577209473 (1.9887011878344478) | > loss_1: 30.782140731811523 (30.64160269133899) | > grad_norm_1: tensor(61.6132, device='cuda:0') (tensor(85.4117, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3664 (0.3656482599219497) | > loader_time: 0.0033 (0.003388093442332988)  --> TIME: 2024-06-12 06:01:07 -- STEP: 74/330 -- GLOBAL_STEP: 376825 | > loss_disc: 2.2225661277770996 (2.330286032444722) | > loss_disc_real_0: 0.09732213616371155 (0.10520576806487264) | > loss_disc_real_1: 0.20432838797569275 (0.19745933566544505) | > loss_disc_real_2: 0.22971467673778534 (0.20941767056246063) | > loss_disc_real_3: 0.2192443609237671 (0.2258836852537619) | > loss_disc_real_4: 0.21160271763801575 (0.23070306149688927) | > loss_disc_real_5: 0.1833822876214981 (0.22022088355309255) | > loss_0: 2.2225661277770996 (2.330286032444722) | > grad_norm_0: tensor(6.4065, device='cuda:0') (tensor(8.2221, device='cuda:0')) | > loss_gen: 2.5757851600646973 (2.5021497687777954) | > loss_kl: 2.0327601432800293 (1.9731881054672036) | > loss_feat: 7.154619216918945 (7.076479499404496) | > loss_mel: 17.352519989013672 (17.284081678132758) | > loss_duration: 1.901604413986206 (1.9772542537869633) | > loss_1: 31.017288208007812 (30.81315329268172) | > grad_norm_1: tensor(131.8726, device='cuda:0') (tensor(88.9416, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.374 (0.3674468736390809) | > loader_time: 0.0036 (0.0035217194943814663)  --> TIME: 2024-06-12 06:01:17 -- STEP: 99/330 -- GLOBAL_STEP: 376850 | > loss_disc: 2.3670032024383545 (2.3364564914896024) | > loss_disc_real_0: 0.10884298384189606 (0.10804856704040007) | > loss_disc_real_1: 0.20521973073482513 (0.19684487024340963) | > loss_disc_real_2: 0.20325422286987305 (0.21010668786487194) | > loss_disc_real_3: 0.22979453206062317 (0.22570066093796431) | > loss_disc_real_4: 0.25104421377182007 (0.2304251908954948) | > loss_disc_real_5: 0.24491922557353973 (0.22044665674970607) | > loss_0: 2.3670032024383545 (2.3364564914896024) | > grad_norm_0: tensor(5.8566, device='cuda:0') (tensor(8.8047, device='cuda:0')) | > loss_gen: 2.5265884399414062 (2.4937123818830997) | > loss_kl: 2.11348295211792 (1.9784400029615923) | > loss_feat: 6.837874412536621 (7.038517985681092) | > loss_mel: 17.214420318603516 (17.22912328893487) | > loss_duration: 1.9928648471832275 (1.9791524434330487) | > loss_1: 30.685230255126953 (30.71894611011852) | > grad_norm_1: tensor(66.3602, device='cuda:0') (tensor(100.8956, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3806 (0.3698061162775213) | > loader_time: 0.0041 (0.0036495237639456086)  --> TIME: 2024-06-12 06:01:26 -- STEP: 124/330 -- GLOBAL_STEP: 376875 | > loss_disc: 2.4326372146606445 (2.3361827634995973) | > loss_disc_real_0: 0.11683235317468643 (0.10844460658488735) | > loss_disc_real_1: 0.19566158950328827 (0.19693738955163184) | > loss_disc_real_2: 0.1902199238538742 (0.2101978039549243) | > loss_disc_real_3: 0.23395377397537231 (0.22622878561096807) | > loss_disc_real_4: 0.23244288563728333 (0.2301122851429447) | > loss_disc_real_5: 0.22768256068229675 (0.2195240390156546) | > loss_0: 2.4326372146606445 (2.3361827634995973) | > grad_norm_0: tensor(13.7459, device='cuda:0') (tensor(9.7158, device='cuda:0')) | > loss_gen: 2.500800848007202 (2.495661431743252) | > loss_kl: 1.880447506904602 (1.9916849492057678) | > loss_feat: 7.442226409912109 (7.0343777671937024) | > loss_mel: 17.260908126831055 (17.224753879731693) | > loss_duration: 2.0106821060180664 (1.984152111314958) | > loss_1: 31.09506607055664 (30.730630182450817) | > grad_norm_1: tensor(103.3171, device='cuda:0') (tensor(126.2911, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3641 (0.3725634005761916) | > loader_time: 0.004 (0.0037258728857963315)  --> TIME: 2024-06-12 06:01:36 -- STEP: 149/330 -- GLOBAL_STEP: 376900 | > loss_disc: 2.37208890914917 (2.3466674593471035) | > loss_disc_real_0: 0.12401758134365082 (0.1097206561357383) | > loss_disc_real_1: 0.22273583710193634 (0.19760812969015745) | > loss_disc_real_2: 0.2091357707977295 (0.2119392632638048) | > loss_disc_real_3: 0.2582043409347534 (0.22767220227510337) | > loss_disc_real_4: 0.22343234717845917 (0.23083826289480966) | > loss_disc_real_5: 0.2185356765985489 (0.21996366047619173) | > loss_0: 2.37208890914917 (2.3466674593471035) | > grad_norm_0: tensor(25.1981, device='cuda:0') (tensor(10.6549, device='cuda:0')) | > loss_gen: 2.431797504425049 (2.4917816571741294) | > loss_kl: 2.0816962718963623 (2.003724755856815) | > loss_feat: 6.599245548248291 (7.020142616041556) | > loss_mel: 16.99778938293457 (17.221969047648784) | > loss_duration: 2.035228729248047 (1.9892829464585988) | > loss_1: 30.145755767822266 (30.72690102237983) | > grad_norm_1: tensor(144.0892, device='cuda:0') (tensor(141.3238, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3765 (0.3742838721947381) | > loader_time: 0.004 (0.0038150428925584627)  --> TIME: 2024-06-12 06:01:46 -- STEP: 174/330 -- GLOBAL_STEP: 376925 | > loss_disc: 2.3910136222839355 (2.353371972325204) | > loss_disc_real_0: 0.14941692352294922 (0.11123309943867826) | > loss_disc_real_1: 0.16354483366012573 (0.19679639043136565) | > loss_disc_real_2: 0.19468361139297485 (0.21167687883322267) | > loss_disc_real_3: 0.2280358523130417 (0.22810584632144576) | > loss_disc_real_4: 0.2541849911212921 (0.2321361324739182) | > loss_disc_real_5: 0.20908406376838684 (0.22154480390165043) | > loss_0: 2.3910136222839355 (2.353371972325204) | > grad_norm_0: tensor(9.3488, device='cuda:0') (tensor(11.5753, device='cuda:0')) | > loss_gen: 2.4689576625823975 (2.492367390928597) | > loss_kl: 2.151792287826538 (2.013031713578894) | > loss_feat: 6.980240821838379 (7.000309587895186) | > loss_mel: 17.085330963134766 (17.191320523448365) | > loss_duration: 2.1092569828033447 (1.9953934372156517) | > loss_1: 30.79557991027832 (30.692422680471136) | > grad_norm_1: tensor(181.1217, device='cuda:0') (tensor(153.1820, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.381 (0.37613381462535606) | > loader_time: 0.0043 (0.0038996838975226744)  --> TIME: 2024-06-12 06:01:56 -- STEP: 199/330 -- GLOBAL_STEP: 376950 | > loss_disc: 2.292780637741089 (2.358730459932107) | > loss_disc_real_0: 0.14322608709335327 (0.11378320291563494) | > loss_disc_real_1: 0.20795591175556183 (0.19756819637277012) | > loss_disc_real_2: 0.17819194495677948 (0.21208749254744255) | > loss_disc_real_3: 0.21331369876861572 (0.22794372876684868) | > loss_disc_real_4: 0.18962311744689941 (0.23131846116116297) | > loss_disc_real_5: 0.2272491753101349 (0.22092627468121112) | > loss_0: 2.292780637741089 (2.358730459932107) | > grad_norm_0: tensor(22.1415, device='cuda:0') (tensor(13.4278, device='cuda:0')) | > loss_gen: 2.564941167831421 (2.4908644661831487) | > loss_kl: 1.9571768045425415 (2.0195351988825974) | > loss_feat: 7.1571784019470215 (6.981542752615772) | > loss_mel: 17.045516967773438 (17.14723954608092) | > loss_duration: 2.119053602218628 (2.004085665971191) | > loss_1: 30.8438663482666 (30.64326761715376) | > grad_norm_1: tensor(171.3347, device='cuda:0') (tensor(169.9004, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3904 (0.37829202143990187) | > loader_time: 0.0049 (0.004023458490419625)  --> TIME: 2024-06-12 06:02:06 -- STEP: 224/330 -- GLOBAL_STEP: 376975 | > loss_disc: 2.226681709289551 (2.3665372537715093) | > loss_disc_real_0: 0.09977512061595917 (0.11476016689890198) | > loss_disc_real_1: 0.18421514332294464 (0.19741488414417413) | > loss_disc_real_2: 0.18608874082565308 (0.21261395866583502) | > loss_disc_real_3: 0.17540937662124634 (0.2289510955368834) | > loss_disc_real_4: 0.19215606153011322 (0.2320598915352353) | > loss_disc_real_5: 0.1816338747739792 (0.22186792794881122) | > loss_0: 2.226681709289551 (2.3665372537715093) | > grad_norm_0: tensor(25.6657, device='cuda:0') (tensor(14.6427, device='cuda:0')) | > loss_gen: 2.4656593799591064 (2.484171173402241) | > loss_kl: 2.071331262588501 (2.0245906311486452) | > loss_feat: 7.630464553833008 (6.983059050781387) | > loss_mel: 17.448413848876953 (17.11770190085683) | > loss_duration: 2.1092634201049805 (2.0123581785176494) | > loss_1: 31.72513198852539 (30.621880922998702) | > grad_norm_1: tensor(492.4849, device='cuda:0') (tensor(190.3849, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.3975 (0.38033785032374495) | > loader_time: 0.0051 (0.0041587895580700454)  --> TIME: 2024-06-12 06:02:17 -- STEP: 249/330 -- GLOBAL_STEP: 377000 | > loss_disc: 2.4094297885894775 (2.3665045992916367) | > loss_disc_real_0: 0.09988024830818176 (0.1163364540501292) | > loss_disc_real_1: 0.15713806450366974 (0.1976110495956068) | > loss_disc_real_2: 0.20173907279968262 (0.21207084808962412) | > loss_disc_real_3: 0.2666092813014984 (0.22898005272250577) | > loss_disc_real_4: 0.2411082535982132 (0.2318390434286202) | > loss_disc_real_5: 0.20595933496952057 (0.22189456080815878) | > loss_0: 2.4094297885894775 (2.3665045992916367) | > grad_norm_0: tensor(18.6803, device='cuda:0') (tensor(16.1440, device='cuda:0')) | > loss_gen: 2.3039183616638184 (2.4831569309694217) | > loss_kl: 2.0603668689727783 (2.02691020496399) | > loss_feat: 5.724337577819824 (6.953301521668952) | > loss_mel: 16.430797576904297 (17.064354551843838) | > loss_duration: 2.084740161895752 (2.021465028146186) | > loss_1: 28.60416030883789 (30.549188246209937) | > grad_norm_1: tensor(470.9412, device='cuda:0') (tensor(209.9323, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.4188 (0.3836398632172119) | > loader_time: 0.0064 (0.004330101740886886) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_377000.pth  --> TIME: 2024-06-12 06:02:33 -- STEP: 274/330 -- GLOBAL_STEP: 377025 | > loss_disc: 2.3444244861602783 (2.368173791544281) | > loss_disc_real_0: 0.09605064988136292 (0.11719153631125054) | > loss_disc_real_1: 0.186974436044693 (0.19779102422677686) | > loss_disc_real_2: 0.2031702995300293 (0.2120436134673383) | > loss_disc_real_3: 0.27055102586746216 (0.22917042607373564) | > loss_disc_real_4: 0.25428342819213867 (0.2319696839273411) | > loss_disc_real_5: 0.25352686643600464 (0.2219843794829654) | > loss_0: 2.3444244861602783 (2.368173791544281) | > grad_norm_0: tensor(27.6049, device='cuda:0') (tensor(17.3380, device='cuda:0')) | > loss_gen: 2.5961508750915527 (2.48308463253244) | > loss_kl: 2.0581884384155273 (2.032001724208359) | > loss_feat: 7.51487922668457 (6.96723702528181) | > loss_mel: 16.365018844604492 (17.029303282716835) | > loss_duration: 2.128925323486328 (2.0302557549337408) | > loss_1: 30.663164138793945 (30.541882431420095) | > grad_norm_1: tensor(561.6439, device='cuda:0') (tensor(227.9504, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.4445 (0.3888124070898456) | > loader_time: 0.0063 (0.004473277252085886)  --> TIME: 2024-06-12 06:02:44 -- STEP: 299/330 -- GLOBAL_STEP: 377050 | > loss_disc: 2.380035161972046 (2.3684811647919104) | > loss_disc_real_0: 0.12958523631095886 (0.11801086715033222) | > loss_disc_real_1: 0.2524651885032654 (0.19806733642732816) | > loss_disc_real_2: 0.21348273754119873 (0.21200519546019203) | > loss_disc_real_3: 0.21775823831558228 (0.2293749157600977) | > loss_disc_real_4: 0.2219799906015396 (0.23183170329766928) | > loss_disc_real_5: 0.18906588852405548 (0.221016340780019) | > loss_0: 2.380035161972046 (2.3684811647919104) | > grad_norm_0: tensor(17.0434, device='cuda:0') (tensor(19.1640, device='cuda:0')) | > loss_gen: 2.6301803588867188 (2.4899855792323082) | > loss_kl: 2.0653955936431885 (2.035088913895216) | > loss_feat: 6.6136040687561035 (6.995736160405905) | > loss_mel: 17.365243911743164 (16.99420418946638) | > loss_duration: 2.194700002670288 (2.041166800320348) | > loss_1: 30.869123458862305 (30.556181649300566) | > grad_norm_1: tensor(482.8259, device='cuda:0') (tensor(251.8446, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.4611 (0.39459561663726467) | > loader_time: 0.0065 (0.004631596664122514)  --> TIME: 2024-06-12 06:02:58 -- STEP: 324/330 -- GLOBAL_STEP: 377075 | > loss_disc: 2.3848023414611816 (2.3708221618040115) | > loss_disc_real_0: 0.12369345128536224 (0.11983712790188966) | > loss_disc_real_1: 0.21358509361743927 (0.19831484468814758) | > loss_disc_real_2: 0.19545075297355652 (0.2122181045052447) | > loss_disc_real_3: 0.23164866864681244 (0.22934605976865616) | > loss_disc_real_4: 0.24492524564266205 (0.23179468066420084) | > loss_disc_real_5: 0.2412615567445755 (0.22068897390991085) | > loss_0: 2.3848023414611816 (2.3708221618040115) | > grad_norm_0: tensor(9.1788, device='cuda:0') (tensor(19.7053, device='cuda:0')) | > loss_gen: 2.5120484828948975 (2.4883525408344505) | > loss_kl: 2.221906900405884 (2.0414370486029885) | > loss_feat: 8.997246742248535 (7.04706817938958) | > loss_mel: 16.9296875 (16.967697381973256) | > loss_duration: 2.240457534790039 (2.0560605279457413) | > loss_1: 32.90134811401367 (30.600615666236408) | > grad_norm_1: tensor(114.0539, device='cuda:0') (tensor(262.6296, device='cuda:0')) | > current_lr_0: 0.00017927761569012102 | > current_lr_1: 0.00017927761569012102 | > step_time: 0.5966 (0.40528798986364256) | > loader_time: 0.0107 (0.004878108884081425)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4630792140960693 (2.4630792140960693) | > loss_disc_real_0: 0.1493273377418518 (0.1493273377418518) | > loss_disc_real_1: 0.18864822387695312 (0.18864822387695312) | > loss_disc_real_2: 0.2424585074186325 (0.2424585074186325) | > loss_disc_real_3: 0.27731555700302124 (0.27731555700302124) | > loss_disc_real_4: 0.266356498003006 (0.266356498003006) | > loss_disc_real_5: 0.29024070501327515 (0.29024070501327515) | > loss_0: 2.4630792140960693 (2.4630792140960693) | > loss_gen: 2.437636137008667 (2.437636137008667) | > loss_kl: 3.334312677383423 (3.334312677383423) | > loss_feat: 5.6810455322265625 (5.6810455322265625) | > loss_mel: 15.141626358032227 (15.141626358032227) | > loss_duration: 3.0439326763153076 (3.0439326763153076) | > loss_1: 29.638551712036133 (29.638551712036133)  --> STEP: 1 | > loss_disc: 2.2323217391967773 (2.2323217391967773) | > loss_disc_real_0: 0.08677905052900314 (0.08677905052900314) | > loss_disc_real_1: 0.1803560107946396 (0.1803560107946396) | > loss_disc_real_2: 0.15401051938533783 (0.15401051938533783) | > loss_disc_real_3: 0.2711320221424103 (0.2711320221424103) | > loss_disc_real_4: 0.2484036087989807 (0.2484036087989807) | > loss_disc_real_5: 0.22621981799602509 (0.22621981799602509) | > loss_0: 2.2323217391967773 (2.2323217391967773) | > loss_gen: 2.51352858543396 (2.51352858543396) | > loss_kl: 3.381079912185669 (3.381079912185669) | > loss_feat: 7.446052074432373 (7.446052074432373) | > loss_mel: 19.088743209838867 (19.088743209838867) | > loss_duration: 2.508202314376831 (2.508202314376831) | > loss_1: 34.93760299682617 (34.93760299682617)  --> STEP: 2 | > loss_disc: 2.458282947540283 (2.3453023433685303) | > loss_disc_real_0: 0.0853470116853714 (0.08606303110718727) | > loss_disc_real_1: 0.24083656072616577 (0.21059628576040268) | > loss_disc_real_2: 0.20648442208766937 (0.1802474707365036) | > loss_disc_real_3: 0.2652544379234314 (0.26819323003292084) | > loss_disc_real_4: 0.3189642131328583 (0.2836839109659195) | > loss_disc_real_5: 0.27947476506233215 (0.2528472915291786) | > loss_0: 2.458282947540283 (2.3453023433685303) | > loss_gen: 2.3997082710266113 (2.4566184282302856) | > loss_kl: 3.4394073486328125 (3.4102436304092407) | > loss_feat: 5.5361647605896 (6.491108417510986) | > loss_mel: 18.657474517822266 (18.873108863830566) | > loss_duration: 2.421154499053955 (2.464678406715393) | > loss_1: 32.45391082763672 (33.695756912231445)  --> STEP: 3 | > loss_disc: 2.2553045749664307 (2.315303087234497) | > loss_disc_real_0: 0.12472885102033615 (0.09895163774490356) | > loss_disc_real_1: 0.1901482343673706 (0.203780268629392) | > loss_disc_real_2: 0.2593686580657959 (0.2066211998462677) | > loss_disc_real_3: 0.23900100588798523 (0.25846248865127563) | > loss_disc_real_4: 0.2859392464160919 (0.2844356894493103) | > loss_disc_real_5: 0.23185589909553528 (0.24585016071796417) | > loss_0: 2.2553045749664307 (2.315303087234497) | > loss_gen: 2.732020854949951 (2.548419237136841) | > loss_kl: 3.7748374938964844 (3.531774918238322) | > loss_feat: 7.491579055786133 (6.824598630269368) | > loss_mel: 18.101770401000977 (18.61599604288737) | > loss_duration: 2.3616232872009277 (2.4303267002105713) | > loss_1: 34.461830139160156 (33.951114654541016)  --> STEP: 4 | > loss_disc: 2.4948928356170654 (2.360200524330139) | > loss_disc_real_0: 0.1390000432729721 (0.1089637391269207) | > loss_disc_real_1: 0.26104971766471863 (0.21809763088822365) | > loss_disc_real_2: 0.24681054055690765 (0.2166685350239277) | > loss_disc_real_3: 0.2645702362060547 (0.2599894255399704) | > loss_disc_real_4: 0.24347302317619324 (0.27419502288103104) | > loss_disc_real_5: 0.23333361744880676 (0.24272102490067482) | > loss_0: 2.4948928356170654 (2.360200524330139) | > loss_gen: 2.3064374923706055 (2.487923800945282) | > loss_kl: 4.18716287612915 (3.695621907711029) | > loss_feat: 5.860753536224365 (6.583637356758118) | > loss_mel: 17.596656799316406 (18.36116123199463) | > loss_duration: 2.3774092197418213 (2.417097330093384) | > loss_1: 32.32842254638672 (33.54544162750244)  --> STEP: 5 | > loss_disc: 2.241994619369507 (2.3365593433380125) | > loss_disc_real_0: 0.08981399983167648 (0.10513379126787185) | > loss_disc_real_1: 0.2084854245185852 (0.21617518961429597) | > loss_disc_real_2: 0.1350823938846588 (0.2003513067960739) | > loss_disc_real_3: 0.23101146519184113 (0.2541938334703445) | > loss_disc_real_4: 0.21179205179214478 (0.2617144286632538) | > loss_disc_real_5: 0.17317542433738708 (0.22881190478801727) | > loss_0: 2.241994619369507 (2.3365593433380125) | > loss_gen: 2.487980842590332 (2.487935209274292) | > loss_kl: 2.7702419757843018 (3.5105459213256838) | > loss_feat: 7.005536079406738 (6.668017101287842) | > loss_mel: 19.24179458618164 (18.53728790283203) | > loss_duration: 2.3942618370056152 (2.41253023147583) | > loss_1: 33.89981460571289 (33.61631622314453)  --> STEP: 6 | > loss_disc: 2.3721513748168945 (2.342491348584493) | > loss_disc_real_0: 0.08707671612501144 (0.10212427874406178) | > loss_disc_real_1: 0.23351240158081055 (0.2190647249420484) | > loss_disc_real_2: 0.24138791859149933 (0.2071907420953115) | > loss_disc_real_3: 0.2848571836948395 (0.2593043918410937) | > loss_disc_real_4: 0.2301115244626999 (0.25644727796316147) | > loss_disc_real_5: 0.2581135034561157 (0.2336955045660337) | > loss_0: 2.3721513748168945 (2.342491348584493) | > loss_gen: 2.545079469680786 (2.4974592526753745) | > loss_kl: 3.306185245513916 (3.476485808690389) | > loss_feat: 5.901413440704346 (6.540249824523926) | > loss_mel: 18.115230560302734 (18.46694501241048) | > loss_duration: 2.186239242553711 (2.374815066655477) | > loss_1: 32.05414962768555 (33.35595512390137)  --> STEP: 7 | > loss_disc: 2.666746139526367 (2.388813461576189) | > loss_disc_real_0: 0.13516715168952942 (0.10684468916484288) | > loss_disc_real_1: 0.2209930568933487 (0.2193402009350913) | > loss_disc_real_2: 0.2194214165210724 (0.2089379812989916) | > loss_disc_real_3: 0.40481123328208923 (0.28009108347552164) | > loss_disc_real_4: 0.34840449690818787 (0.26958402352673666) | > loss_disc_real_5: 0.3314947485923767 (0.24766682514122554) | > loss_0: 2.666746139526367 (2.388813461576189) | > loss_gen: 2.5299227237701416 (2.5020968914031982) | > loss_kl: 4.208662509918213 (3.5810824802943637) | > loss_feat: 5.800539970397949 (6.434576988220215) | > loss_mel: 16.112594604492188 (18.130609239850724) | > loss_duration: 2.4929065704345703 (2.391685281481062) | > loss_1: 31.14462661743164 (33.04005105154855)  --> STEP: 8 | > loss_disc: 2.159257173538208 (2.3601189255714417) | > loss_disc_real_0: 0.1283058226108551 (0.1095273308455944) | > loss_disc_real_1: 0.19484847784042358 (0.21627873554825783) | > loss_disc_real_2: 0.24926073849201202 (0.21397832594811916) | > loss_disc_real_3: 0.2670791447162628 (0.2784645911306143) | > loss_disc_real_4: 0.23724955320358276 (0.26554221473634243) | > loss_disc_real_5: 0.2317933440208435 (0.2456826400011778) | > loss_0: 2.159257173538208 (2.3601189255714417) | > loss_gen: 2.8918633460998535 (2.55081769824028) | > loss_kl: 3.2307026386260986 (3.5372850000858307) | > loss_feat: 11.409713745117188 (7.056469082832336) | > loss_mel: 18.524822235107422 (18.179885864257812) | > loss_duration: 2.2628731727600098 (2.37558376789093) | > loss_1: 38.319976806640625 (33.70004177093506)  --> STEP: 9 | > loss_disc: 2.3756701946258545 (2.361846844355265) | > loss_disc_real_0: 0.10191668570041656 (0.10868170360724132) | > loss_disc_real_1: 0.18103933334350586 (0.2123632464143965) | > loss_disc_real_2: 0.29045000672340393 (0.22247517936759525) | > loss_disc_real_3: 0.24399755895137787 (0.2746349208884769) | > loss_disc_real_4: 0.290953665971756 (0.26836570931805503) | > loss_disc_real_5: 0.2894192636013031 (0.25054226484563613) | > loss_0: 2.3756701946258545 (2.361846844355265) | > loss_gen: 2.663301467895508 (2.563315894868639) | > loss_kl: 2.6319220066070557 (3.436689111921522) | > loss_feat: 7.707016944885254 (7.1287521786159935) | > loss_mel: 17.33150863647461 (18.085621727837456) | > loss_duration: 2.1449406147003174 (2.349956750869751) | > loss_1: 32.47869110107422 (33.56433614095052)  --> STEP: 10 | > loss_disc: 2.5379390716552734 (2.379456067085266) | > loss_disc_real_0: 0.11783495545387268 (0.10959702879190444) | > loss_disc_real_1: 0.28898561000823975 (0.2200254827737808) | > loss_disc_real_2: 0.27222511172294617 (0.22745017260313033) | > loss_disc_real_3: 0.2961616814136505 (0.27678759694099425) | > loss_disc_real_4: 0.272872656583786 (0.26881640404462814) | > loss_disc_real_5: 0.28068867325782776 (0.2535569056868553) | > loss_0: 2.5379390716552734 (2.379456067085266) | > loss_gen: 2.4139418601989746 (2.5483784914016723) | > loss_kl: 2.615241289138794 (3.3545443296432493) | > loss_feat: 6.446757793426514 (7.060552740097046) | > loss_mel: 15.160202980041504 (17.79307985305786) | > loss_duration: 2.3647093772888184 (2.3514320135116575) | > loss_1: 29.0008544921875 (33.10798797607422)  --> STEP: 11 | > loss_disc: 2.517503023147583 (2.3920057903636587) | > loss_disc_real_0: 0.13294264674186707 (0.1117193576964465) | > loss_disc_real_1: 0.23052844405174255 (0.2209802974354137) | > loss_disc_real_2: 0.24626100063323975 (0.22916024787859482) | > loss_disc_real_3: 0.30927249789237976 (0.2797407697547566) | > loss_disc_real_4: 0.3299664556980133 (0.2743754996494813) | > loss_disc_real_5: 0.40659409761428833 (0.2674693776802583) | > loss_0: 2.517503023147583 (2.3920057903636587) | > loss_gen: 2.833721399307251 (2.574318755756725) | > loss_kl: 3.8008155822753906 (3.395114443518899) | > loss_feat: 5.902721881866455 (6.9552953893488105) | > loss_mel: 16.587875366210938 (17.68351580879905) | > loss_duration: 2.4781718254089355 (2.3629538145932285) | > loss_1: 31.60330581665039 (32.97119868885387)  --> STEP: 12 | > loss_disc: 2.6233677864074707 (2.411285956700643) | > loss_disc_real_0: 0.20924285054206848 (0.11984631543358167) | > loss_disc_real_1: 0.23729445040225983 (0.2223398101826509) | > loss_disc_real_2: 0.40221014618873596 (0.24358107273777327) | > loss_disc_real_3: 0.28590118885040283 (0.2802541380127271) | > loss_disc_real_4: 0.340597540140152 (0.2798940030237039) | > loss_disc_real_5: 0.2280416637659073 (0.2641837348540624) | > loss_0: 2.6233677864074707 (2.411285956700643) | > loss_gen: 2.6883463859558105 (2.5838210582733154) | > loss_kl: 2.9297194480895996 (3.356331527233124) | > loss_feat: 5.488288402557373 (6.833044807116191) | > loss_mel: 16.43192481994629 (17.579216559727985) | > loss_duration: 2.2921664714813232 (2.357054869333903) | > loss_1: 29.830446243286133 (32.709469318389885)  --> STEP: 13 | > loss_disc: 2.494807720184326 (2.4177107077378492) | > loss_disc_real_0: 0.09546525776386261 (0.11797084945898789) | > loss_disc_real_1: 0.3335001766681671 (0.23089060760461366) | > loss_disc_real_2: 0.2787158489227295 (0.24628374782892373) | > loss_disc_real_3: 0.36239445209503174 (0.28657262371136594) | > loss_disc_real_4: 0.2750447392463684 (0.27952098273313963) | > loss_disc_real_5: 0.30013710260391235 (0.2669493785271278) | > loss_0: 2.494807720184326 (2.4177107077378492) | > loss_gen: 2.772165060043335 (2.5983090584094706) | > loss_kl: 2.9081296920776367 (3.321854462990394) | > loss_feat: 4.978638648986816 (6.690398179567778) | > loss_mel: 15.020177841186523 (17.38236742753249) | > loss_duration: 2.275050640106201 (2.350746851701003) | > loss_1: 27.95416259765625 (32.343676493718064)  --> STEP: 14 | > loss_disc: 2.176875591278076 (2.4005081994192943) | > loss_disc_real_0: 0.11934749782085419 (0.11806918148483549) | > loss_disc_real_1: 0.17364159226417542 (0.2268013922231538) | > loss_disc_real_2: 0.20243261754512787 (0.24315152423722403) | > loss_disc_real_3: 0.22492356598377228 (0.28216911958796637) | > loss_disc_real_4: 0.17589597404003143 (0.2721191963979176) | > loss_disc_real_5: 0.16626964509487152 (0.25975796899625236) | > loss_0: 2.176875591278076 (2.4005081994192943) | > loss_gen: 2.4051640033721924 (2.5845129830496654) | > loss_kl: 3.690356731414795 (3.348176053592137) | > loss_feat: 5.837310791015625 (6.629463366099766) | > loss_mel: 18.03140640258789 (17.42872735432216) | > loss_duration: 2.3379316329956055 (2.3498314789363315) | > loss_1: 32.30216979980469 (32.34071172986711)  --> STEP: 15 | > loss_disc: 2.6834001541137695 (2.4193676630655925) | > loss_disc_real_0: 0.15217319130897522 (0.12034278213977814) | > loss_disc_real_1: 0.23978881537914276 (0.22766722043355306) | > loss_disc_real_2: 0.22799882292747498 (0.24214134414990743) | > loss_disc_real_3: 0.30517956614494324 (0.2837031493584315) | > loss_disc_real_4: 0.30826336145401 (0.2745288074016571) | > loss_disc_real_5: 0.3327822983264923 (0.26462625761826836) | > loss_0: 2.6834001541137695 (2.4193676630655925) | > loss_gen: 2.2838551998138428 (2.5644691308339436) | > loss_kl: 3.60355806350708 (3.3652015209197996) | > loss_feat: 6.199006080627441 (6.6007662137349445) | > loss_mel: 17.008888244628906 (17.40073808034261) | > loss_duration: 2.3784279823303223 (2.351737912495931) | > loss_1: 31.473735809326172 (32.28291333516438)  --> STEP: 16 | > loss_disc: 2.4922056198120117 (2.4239200353622437) | > loss_disc_real_0: 0.12666788697242737 (0.12073810119181871) | > loss_disc_real_1: 0.2449619472026825 (0.22874814085662365) | > loss_disc_real_2: 0.1939028650522232 (0.23912643920630217) | > loss_disc_real_3: 0.30426838994026184 (0.2849884768947959) | > loss_disc_real_4: 0.2880936563014984 (0.2753766104578972) | > loss_disc_real_5: 0.2632471024990082 (0.26454006042331457) | > loss_0: 2.4922056198120117 (2.4239200353622437) | > loss_gen: 2.591384172439575 (2.5661513209342957) | > loss_kl: 2.925367832183838 (3.337711915373802) | > loss_feat: 7.150802135467529 (6.635143458843231) | > loss_mel: 16.140029907226562 (17.321943819522858) | > loss_duration: 2.376676082611084 (2.353296548128128) | > loss_1: 31.184261322021484 (32.21424758434295)  --> STEP: 17 | > loss_disc: 2.4480929374694824 (2.4253419707803165) | > loss_disc_real_0: 0.12957938015460968 (0.12125817642492406) | > loss_disc_real_1: 0.24358142912387848 (0.2296206872252857) | > loss_disc_real_2: 0.27674537897109985 (0.24133931801599615) | > loss_disc_real_3: 0.283304899930954 (0.28488944295574636) | > loss_disc_real_4: 0.21412798762321472 (0.27177375029115114) | > loss_disc_real_5: 0.29403144121170044 (0.2662748475285137) | > loss_0: 2.4480929374694824 (2.4253419707803165) | > loss_gen: 2.49281907081604 (2.5618376591626335) | > loss_kl: 2.4044525623321533 (3.2828143063713524) | > loss_feat: 7.221775054931641 (6.669651199789608) | > loss_mel: 17.57050132751465 (17.336564849404727) | > loss_duration: 2.4008076190948486 (2.3560913170085236) | > loss_1: 32.090354919433594 (32.206959780524755)  --> STEP: 18 | > loss_disc: 2.22898530960083 (2.4144332673814564) | > loss_disc_real_0: 0.13237813115119934 (0.12187595168749492) | > loss_disc_real_1: 0.2237170934677124 (0.2292927097943094) | > loss_disc_real_2: 0.2558182179927826 (0.24214370134803984) | > loss_disc_real_3: 0.26353517174720764 (0.283703094555272) | > loss_disc_real_4: 0.2506231367588043 (0.2705987162060208) | > loss_disc_real_5: 0.304546058177948 (0.26840102589792675) | > loss_0: 2.22898530960083 (2.4144332673814564) | > loss_gen: 2.9676711559295654 (2.584383964538574) | > loss_kl: 3.0801737308502197 (3.2715564966201782) | > loss_feat: 9.630426406860352 (6.834138711293538) | > loss_mel: 17.7810115814209 (17.36125633451674) | > loss_duration: 2.3260679244995117 (2.354423350758023) | > loss_1: 35.78535079956055 (32.405759281582306)  --> STEP: 19 | > loss_disc: 2.3316168785095215 (2.410074510072407) | > loss_disc_real_0: 0.14261162281036377 (0.12296730279922485) | > loss_disc_real_1: 0.22206845879554749 (0.22891248605753245) | > loss_disc_real_2: 0.2379828840494156 (0.24192471096390172) | > loss_disc_real_3: 0.22958621382713318 (0.28085483767484365) | > loss_disc_real_4: 0.19433289766311646 (0.26658472575639425) | > loss_disc_real_5: 0.20292094349861145 (0.264954705771647) | > loss_0: 2.3316168785095215 (2.410074510072407) | > loss_gen: 2.3728861808776855 (2.5732525022406327) | > loss_kl: 2.154298782348633 (3.212753459026939) | > loss_feat: 9.782032012939453 (6.989290990327534) | > loss_mel: 16.06194305419922 (17.29287142502634) | > loss_duration: 2.337200164794922 (2.3535168672862805) | > loss_1: 32.70835876464844 (32.42168557016473)  --> STEP: 20 | > loss_disc: 2.505326747894287 (2.414837121963501) | > loss_disc_real_0: 0.16259899735450745 (0.12494888752698899) | > loss_disc_real_1: 0.21966829895973206 (0.22845027670264245) | > loss_disc_real_2: 0.2574355900287628 (0.24270025491714478) | > loss_disc_real_3: 0.2710530161857605 (0.28036474660038946) | > loss_disc_real_4: 0.271226167678833 (0.26681679785251616) | > loss_disc_real_5: 0.29286354780197144 (0.26635014787316325) | > loss_0: 2.505326747894287 (2.414837121963501) | > loss_gen: 2.4553916454315186 (2.567359459400177) | > loss_kl: 2.0230956077575684 (3.1532705664634704) | > loss_feat: 6.169538974761963 (6.948303389549255) | > loss_mel: 17.693931579589844 (17.312924432754517) | > loss_duration: 2.2584915161132812 (2.3487655997276304) | > loss_1: 30.600448608398438 (32.33062372207642)  --> STEP: 21 | > loss_disc: 2.649073600769043 (2.42599124000186) | > loss_disc_real_0: 0.16381946206092834 (0.1267998672667004) | > loss_disc_real_1: 0.27464601397514343 (0.2306500737156187) | > loss_disc_real_2: 0.2960326075553894 (0.24523989075706118) | > loss_disc_real_3: 0.29457223415374756 (0.28104129362673985) | > loss_disc_real_4: 0.3300210237503052 (0.26982652289526804) | > loss_disc_real_5: 0.34804144501686096 (0.27024020964191076) | > loss_0: 2.649073600769043 (2.42599124000186) | > loss_gen: 2.503103017807007 (2.5642996288481212) | > loss_kl: 2.126307487487793 (3.104367562702724) | > loss_feat: 4.05689811706543 (6.810617424192882) | > loss_mel: 14.701186180114746 (17.188555944533576) | > loss_duration: 2.1676387786865234 (2.3401405130113875) | > loss_1: 25.555133819580078 (32.007981345767064)  --> STEP: 22 | > loss_disc: 2.3843626976013184 (2.4240990335291084) | > loss_disc_real_0: 0.12966635823249817 (0.1269301623106003) | > loss_disc_real_1: 0.2710252106189728 (0.23248530721122568) | > loss_disc_real_2: 0.2972013056278229 (0.2476017732511867) | > loss_disc_real_3: 0.22328059375286102 (0.2784158072688363) | > loss_disc_real_4: 0.2665945589542389 (0.2696796154434031) | > loss_disc_real_5: 0.25668206810951233 (0.2696239304813472) | > loss_0: 2.3843626976013184 (2.4240990335291084) | > loss_gen: 2.668332099914551 (2.569028377532959) | > loss_kl: 2.253441572189331 (3.065689108588479) | > loss_feat: 8.01986312866211 (6.865583138032393) | > loss_mel: 16.487930297851562 (17.156709324229848) | > loss_duration: 2.195833683013916 (2.333581111647866) | > loss_1: 31.625398635864258 (31.990591222589668)  --> STEP: 23 | > loss_disc: 2.6114890575408936 (2.4322464258774468) | > loss_disc_real_0: 0.1881846785545349 (0.12959340214729312) | > loss_disc_real_1: 0.24485664069652557 (0.23302319127580393) | > loss_disc_real_2: 0.24668161571025848 (0.24756176640158115) | > loss_disc_real_3: 0.3200066089630127 (0.28022410299467004) | > loss_disc_real_4: 0.2869144082069397 (0.270428954259209) | > loss_disc_real_5: 0.323993057012558 (0.27198780554792157) | > loss_0: 2.6114890575408936 (2.4322464258774468) | > loss_gen: 2.5452096462249756 (2.5679927805195684) | > loss_kl: 3.0843794345855713 (3.0665017314579175) | > loss_feat: 4.606318473815918 (6.767354239588198) | > loss_mel: 15.67715072631836 (17.092380689538043) | > loss_duration: 2.3211965560913086 (2.3330426527106245) | > loss_1: 28.2342529296875 (31.827272166376527)  --> STEP: 24 | > loss_disc: 2.4276509284973145 (2.432054946819941) | > loss_disc_real_0: 0.12919411063194275 (0.1295767650008202) | > loss_disc_real_1: 0.24080684781074524 (0.23334751029809317) | > loss_disc_real_2: 0.20811256766319275 (0.24591804978748164) | > loss_disc_real_3: 0.25552183389663696 (0.279194841782252) | > loss_disc_real_4: 0.2529250681400299 (0.2696996256709098) | > loss_disc_real_5: 0.21163895726203918 (0.2694732702026765) | > loss_0: 2.4276509284973145 (2.432054946819941) | > loss_gen: 2.2246766090393066 (2.553687940041224) | > loss_kl: 2.671922445297241 (3.0500609278678894) | > loss_feat: 5.513149261474609 (6.715095698833466) | > loss_mel: 17.434036254882812 (17.106616338094074) | > loss_duration: 2.4623219966888428 (2.3384292920430503) | > loss_1: 30.306106567382812 (31.763890266418457)  --> STEP: 25 | > loss_disc: 2.7271878719329834 (2.443860263824463) | > loss_disc_real_0: 0.16966140270233154 (0.13118015050888066) | > loss_disc_real_1: 0.30440178513526917 (0.2361896812915802) | > loss_disc_real_2: 0.240889310836792 (0.24571690022945403) | > loss_disc_real_3: 0.2671453356742859 (0.27871286153793334) | > loss_disc_real_4: 0.3083864152431488 (0.27124709725379936) | > loss_disc_real_5: 0.28777948021888733 (0.27020551860332487) | > loss_0: 2.7271878719329834 (2.443860263824463) | > loss_gen: 2.157270908355713 (2.537831258773804) | > loss_kl: 3.2643375396728516 (3.058631992340088) | > loss_feat: 4.188419342041016 (6.614028644561768) | > loss_mel: 14.142794609069824 (16.988063468933106) | > loss_duration: 2.412813186645508 (2.3414046478271486) | > loss_1: 26.165634155273438 (31.539960021972657)  --> STEP: 26 | > loss_disc: 2.425614595413208 (2.4431585073471074) | > loss_disc_real_0: 0.1523488461971283 (0.1319943311122748) | > loss_disc_real_1: 0.18438620865345 (0.2341972400362675) | > loss_disc_real_2: 0.23017974197864532 (0.24511931721980756) | > loss_disc_real_3: 0.15285731852054596 (0.2738722637295723) | > loss_disc_real_4: 0.20568501949310303 (0.268725478878388) | > loss_disc_real_5: 0.26239848136901855 (0.26990524794046694) | > loss_0: 2.425614595413208 (2.4431585073471074) | > loss_gen: 2.274740219116211 (2.527712372633127) | > loss_kl: 2.6390395164489746 (3.0424938201904297) | > loss_feat: 12.101375579833984 (6.825080449764545) | > loss_mel: 19.429012298583984 (17.08194611622737) | > loss_duration: 2.2933170795440674 (2.339555125970107) | > loss_1: 38.737483978271484 (31.816787866445686) --> EVAL PERFORMANCE | > avg_loader_time: 0.002530336380004883 (-3.6129584679236645e-05) | > avg_loss_disc: 2.4431585073471074 (-0.031733146080603625) | > avg_loss_disc_real_0: 0.1319943311122748 (+0.018762137454289687) | > avg_loss_disc_real_1: 0.2341972400362675 (+0.010259277545488776) | > avg_loss_disc_real_2: 0.24511931721980756 (-0.013613005670217337) | > avg_loss_disc_real_3: 0.2738722637295723 (+0.0230709234109292) | > avg_loss_disc_real_4: 0.268725478878388 (+0.02622463783392534) | > avg_loss_disc_real_5: 0.26990524794046694 (+0.04969345892851168) | > avg_loss_0: 2.4431585073471074 (-0.031733146080603625) | > avg_loss_gen: 2.527712372633127 (+0.24616021834887025) | > avg_loss_kl: 3.0424938201904297 (-0.022693129686208735) | > avg_loss_feat: 6.825080449764545 (+0.03266442739046571) | > avg_loss_mel: 17.08194611622737 (-0.4866257447462843) | > avg_loss_duration: 2.339555125970107 (-0.02700580083406834) | > avg_loss_1: 31.816787866445686 (-0.2574999882624738)  > EPOCH: 876/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:03:21)   --> TIME: 2024-06-12 06:03:30 -- STEP: 19/330 -- GLOBAL_STEP: 377100 | > loss_disc: 2.2909958362579346 (2.329553378255744) | > loss_disc_real_0: 0.10379831492900848 (0.09954169627867247) | > loss_disc_real_1: 0.13416928052902222 (0.19305546503317983) | > loss_disc_real_2: 0.18763244152069092 (0.20782520896510073) | > loss_disc_real_3: 0.21973834931850433 (0.23666567002472125) | > loss_disc_real_4: 0.23534655570983887 (0.23548666191728493) | > loss_disc_real_5: 0.25156834721565247 (0.2322943477254165) | > loss_0: 2.2909958362579346 (2.329553378255744) | > grad_norm_0: tensor(9.0688, device='cuda:0') (tensor(8.4714, device='cuda:0')) | > loss_gen: 2.510951519012451 (2.511259066431146) | > loss_kl: 1.9924676418304443 (1.9436269433874833) | > loss_feat: 7.03685188293457 (6.807592316677696) | > loss_mel: 16.916996002197266 (17.38361358642578) | > loss_duration: 1.983403205871582 (2.043829133636073) | > loss_1: 30.440670013427734 (30.68992082696212) | > grad_norm_1: tensor(111.2030, device='cuda:0') (tensor(127.4315, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.3724 (0.3725653196635999) | > loader_time: 0.0031 (0.003323868701332494)  --> TIME: 2024-06-12 06:03:39 -- STEP: 44/330 -- GLOBAL_STEP: 377125 | > loss_disc: 2.3167033195495605 (2.3351063945076684) | > loss_disc_real_0: 0.11309488117694855 (0.1038317224857482) | > loss_disc_real_1: 0.17938296496868134 (0.1935516937889836) | > loss_disc_real_2: 0.21096578240394592 (0.2081279998475855) | > loss_disc_real_3: 0.20570380985736847 (0.23104643686251206) | > loss_disc_real_4: 0.2346692979335785 (0.23171321844512766) | > loss_disc_real_5: 0.21634230017662048 (0.22433965449983423) | > loss_0: 2.3167033195495605 (2.3351063945076684) | > grad_norm_0: tensor(6.2657, device='cuda:0') (tensor(8.8462, device='cuda:0')) | > loss_gen: 2.540570020675659 (2.5008579926057295) | > loss_kl: 1.8308372497558594 (1.9578708437356083) | > loss_feat: 8.024683952331543 (6.9061260656877) | > loss_mel: 17.81920051574707 (17.280298883264717) | > loss_duration: 1.9068728685379028 (1.9946338751099326) | > loss_1: 32.122161865234375 (30.639787543903697) | > grad_norm_1: tensor(52.8349, device='cuda:0') (tensor(101.4053, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.3752 (0.3731915842403065) | > loader_time: 0.004 (0.0036115483804182572)  --> TIME: 2024-06-12 06:03:49 -- STEP: 69/330 -- GLOBAL_STEP: 377150 | > loss_disc: 2.40596342086792 (2.336820923763773) | > loss_disc_real_0: 0.12516525387763977 (0.10456090971179631) | > loss_disc_real_1: 0.20489883422851562 (0.19389884605787802) | > loss_disc_real_2: 0.2095019817352295 (0.20862720302049664) | > loss_disc_real_3: 0.22337128221988678 (0.22930181415184683) | > loss_disc_real_4: 0.2421049326658249 (0.23174637080966562) | > loss_disc_real_5: 0.23870183527469635 (0.22537174410578134) | > loss_0: 2.40596342086792 (2.336820923763773) | > grad_norm_0: tensor(7.0574, device='cuda:0') (tensor(8.9113, device='cuda:0')) | > loss_gen: 2.4712891578674316 (2.500881920690122) | > loss_kl: 1.9021551609039307 (1.9676170556441597) | > loss_feat: 6.439479827880859 (6.946640484574912) | > loss_mel: 16.759981155395508 (17.282216279403023) | > loss_duration: 1.918905258178711 (1.9832274741020754) | > loss_1: 29.491809844970703 (30.680583096932672) | > grad_norm_1: tensor(54.0403, device='cuda:0') (tensor(95.9239, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.3647 (0.37142275036245154) | > loader_time: 0.0041 (0.003703922465227652)  --> TIME: 2024-06-12 06:03:58 -- STEP: 94/330 -- GLOBAL_STEP: 377175 | > loss_disc: 2.2863588333129883 (2.3457202784558553) | > loss_disc_real_0: 0.13609105348587036 (0.10801632734055215) | > loss_disc_real_1: 0.16395752131938934 (0.19523153628440612) | > loss_disc_real_2: 0.20129024982452393 (0.20913802340943763) | > loss_disc_real_3: 0.1855439692735672 (0.2294828305219082) | > loss_disc_real_4: 0.23135842382907867 (0.23243459583596981) | > loss_disc_real_5: 0.20693129301071167 (0.22548233606713883) | > loss_0: 2.2863588333129883 (2.3457202784558553) | > grad_norm_0: tensor(6.0495, device='cuda:0') (tensor(8.8516, device='cuda:0')) | > loss_gen: 2.595752477645874 (2.4917788099735336) | > loss_kl: 2.078432559967041 (1.9811757168871291) | > loss_feat: 7.760998725891113 (6.910301933897302) | > loss_mel: 17.75682258605957 (17.257369203770406) | > loss_duration: 1.9797849655151367 (1.9812584291113184) | > loss_1: 32.171791076660156 (30.62188398077133) | > grad_norm_1: tensor(71.2318, device='cuda:0') (tensor(95.0994, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.3672 (0.3734108234973664) | > loader_time: 0.0035 (0.0037314232359541223)  --> TIME: 2024-06-12 06:04:08 -- STEP: 119/330 -- GLOBAL_STEP: 377200 | > loss_disc: 2.3782148361206055 (2.352231284149555) | > loss_disc_real_0: 0.10177178680896759 (0.11053011647793425) | > loss_disc_real_1: 0.16658906638622284 (0.19526401537807048) | > loss_disc_real_2: 0.19937701523303986 (0.2095831636370731) | > loss_disc_real_3: 0.21804508566856384 (0.2295583335040998) | > loss_disc_real_4: 0.22090551257133484 (0.232703254753802) | > loss_disc_real_5: 0.18673138320446014 (0.22549710892328695) | > loss_0: 2.3782148361206055 (2.352231284149555) | > grad_norm_0: tensor(10.6766, device='cuda:0') (tensor(9.0154, device='cuda:0')) | > loss_gen: 2.370429039001465 (2.4802914667530214) | > loss_kl: 1.9848089218139648 (1.990259131463636) | > loss_feat: 7.133419990539551 (6.896017258908568) | > loss_mel: 17.274616241455078 (17.23376780598103) | > loss_duration: 1.9776012897491455 (1.9829846330049659) | > loss_1: 30.740877151489258 (30.58332023300043) | > grad_norm_1: tensor(169.8859, device='cuda:0') (tensor(96.4254, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.372 (0.3735232593632546) | > loader_time: 0.0044 (0.0037736411856002165)  --> TIME: 2024-06-12 06:04:17 -- STEP: 144/330 -- GLOBAL_STEP: 377225 | > loss_disc: 2.3705992698669434 (2.3519445707400646) | > loss_disc_real_0: 0.10195201635360718 (0.11076116210056676) | > loss_disc_real_1: 0.21904119849205017 (0.1947801773332887) | > loss_disc_real_2: 0.18329696357250214 (0.20934322486735055) | > loss_disc_real_3: 0.20624598860740662 (0.22951668832037184) | > loss_disc_real_4: 0.2501268982887268 (0.23183386038160986) | > loss_disc_real_5: 0.21548110246658325 (0.22478262780027258) | > loss_0: 2.3705992698669434 (2.3519445707400646) | > grad_norm_0: tensor(4.6510, device='cuda:0') (tensor(9.5524, device='cuda:0')) | > loss_gen: 2.4868381023406982 (2.4794914656215243) | > loss_kl: 1.860785722732544 (1.991197510725922) | > loss_feat: 7.716639041900635 (6.914815882841746) | > loss_mel: 17.243446350097656 (17.21792305840386) | > loss_duration: 1.9835878610610962 (1.9888824803961649) | > loss_1: 31.291296005249023 (30.592310362392002) | > grad_norm_1: tensor(82.7276, device='cuda:0') (tensor(105.4638, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.3859 (0.37439917359087205) | > loader_time: 0.0045 (0.0038363072607252332)  --> TIME: 2024-06-12 06:04:27 -- STEP: 169/330 -- GLOBAL_STEP: 377250 | > loss_disc: 2.3964784145355225 (2.35847930231038) | > loss_disc_real_0: 0.11484041810035706 (0.11211431410009338) | > loss_disc_real_1: 0.25409314036369324 (0.1960206924105537) | > loss_disc_real_2: 0.19986900687217712 (0.20971466618529438) | > loss_disc_real_3: 0.24751141667366028 (0.23038606292750002) | > loss_disc_real_4: 0.23497386276721954 (0.23266375717326734) | > loss_disc_real_5: 0.22657981514930725 (0.22529039280654412) | > loss_0: 2.3964784145355225 (2.35847930231038) | > grad_norm_0: tensor(9.4237, device='cuda:0') (tensor(9.5193, device='cuda:0')) | > loss_gen: 2.406196117401123 (2.473083878409933) | > loss_kl: 2.046957015991211 (1.9934708112795678) | > loss_feat: 6.921456813812256 (6.9149486440173265) | > loss_mel: 17.165327072143555 (17.22619874942937) | > loss_duration: 2.0456528663635254 (1.9943875412969194) | > loss_1: 30.585590362548828 (30.602089616673936) | > grad_norm_1: tensor(88.5576, device='cuda:0') (tensor(105.8098, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.381 (0.37619875732963615) | > loader_time: 0.0051 (0.003984469633836012)  --> TIME: 2024-06-12 06:04:38 -- STEP: 194/330 -- GLOBAL_STEP: 377275 | > loss_disc: 2.4714558124542236 (2.3592931327131614) | > loss_disc_real_0: 0.08293318003416061 (0.11354101334036011) | > loss_disc_real_1: 0.2458944469690323 (0.19559086936036335) | > loss_disc_real_2: 0.2243068665266037 (0.21009785551385782) | > loss_disc_real_3: 0.24218565225601196 (0.23005923190989444) | > loss_disc_real_4: 0.2509438097476959 (0.23223285392387627) | > loss_disc_real_5: 0.259972482919693 (0.2248269711265859) | > loss_0: 2.4714558124542236 (2.3592931327131614) | > grad_norm_0: tensor(21.1649, device='cuda:0') (tensor(10.8760, device='cuda:0')) | > loss_gen: 2.3205552101135254 (2.473819623288421) | > loss_kl: 2.2107150554656982 (1.9979283318077166) | > loss_feat: 6.264982223510742 (6.916147298419599) | > loss_mel: 16.70221519470215 (17.207206529440334) | > loss_duration: 2.0230417251586914 (2.001843462899788) | > loss_1: 29.52151107788086 (30.596945231722803) | > grad_norm_1: tensor(324.6173, device='cuda:0') (tensor(123.4019, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.405 (0.37987171128853087) | > loader_time: 0.0057 (0.004144868899866479)  --> TIME: 2024-06-12 06:04:48 -- STEP: 219/330 -- GLOBAL_STEP: 377300 | > loss_disc: 2.264923334121704 (2.3611328090162598) | > loss_disc_real_0: 0.07509795576334 (0.1147404550893666) | > loss_disc_real_1: 0.16758224368095398 (0.19589240331900173) | > loss_disc_real_2: 0.24577884376049042 (0.21063430321543183) | > loss_disc_real_3: 0.22448916733264923 (0.23008170642264902) | > loss_disc_real_4: 0.2159871906042099 (0.23207860974144173) | > loss_disc_real_5: 0.19187407195568085 (0.22458898898673385) | > loss_0: 2.264923334121704 (2.3611328090162598) | > grad_norm_0: tensor(13.8760, device='cuda:0') (tensor(12.1175, device='cuda:0')) | > loss_gen: 2.527061939239502 (2.4761789128116285) | > loss_kl: 2.213418960571289 (2.004654667148851) | > loss_feat: 7.663877010345459 (6.927319367726644) | > loss_mel: 17.053789138793945 (17.16462660053549) | > loss_duration: 2.069304943084717 (2.0097505235236532) | > loss_1: 31.52745246887207 (30.582530060859575) | > grad_norm_1: tensor(459.3795, device='cuda:0') (tensor(144.3462, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.393 (0.3821071979662055) | > loader_time: 0.0052 (0.004277556998544633)  --> TIME: 2024-06-12 06:04:58 -- STEP: 244/330 -- GLOBAL_STEP: 377325 | > loss_disc: 2.505575656890869 (2.359457000357207) | > loss_disc_real_0: 0.10692907869815826 (0.1153968942397442) | > loss_disc_real_1: 0.23252806067466736 (0.19597072160390558) | > loss_disc_real_2: 0.23922580480575562 (0.2107734920182189) | > loss_disc_real_3: 0.23164670169353485 (0.2301023996389303) | > loss_disc_real_4: 0.23928692936897278 (0.2315235713832691) | > loss_disc_real_5: 0.30139461159706116 (0.2226530525405876) | > loss_0: 2.505575656890869 (2.359457000357207) | > grad_norm_0: tensor(43.5040, device='cuda:0') (tensor(14.0709, device='cuda:0')) | > loss_gen: 2.543985366821289 (2.4885582454869013) | > loss_kl: 2.0965192317962646 (2.0103813649201) | > loss_feat: 6.471108436584473 (6.957306195477971) | > loss_mel: 15.484332084655762 (17.139765880146957) | > loss_duration: 2.040325164794922 (2.0190016993733697) | > loss_1: 28.63627052307129 (30.61501338051968) | > grad_norm_1: tensor(456.8013, device='cuda:0') (tensor(170.1561, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.4416 (0.38505325258755296) | > loader_time: 0.0063 (0.004406243074135704)  --> TIME: 2024-06-12 06:05:09 -- STEP: 269/330 -- GLOBAL_STEP: 377350 | > loss_disc: 2.33892822265625 (2.359113097634015) | > loss_disc_real_0: 0.07799114286899567 (0.1157870254718238) | > loss_disc_real_1: 0.23115873336791992 (0.1961161054975481) | > loss_disc_real_2: 0.20081034302711487 (0.21099057117802503) | > loss_disc_real_3: 0.2259504348039627 (0.23007632819693327) | > loss_disc_real_4: 0.2079051434993744 (0.23152945487029492) | > loss_disc_real_5: 0.18883086740970612 (0.22188817790006615) | > loss_0: 2.33892822265625 (2.359113097634015) | > grad_norm_0: tensor(33.2924, device='cuda:0') (tensor(16.1990, device='cuda:0')) | > loss_gen: 2.4798431396484375 (2.496831623595001) | > loss_kl: 1.9573190212249756 (2.01737614014778) | > loss_feat: 7.379511833190918 (6.9845472126645225) | > loss_mel: 15.761512756347656 (17.10669973437227) | > loss_duration: 2.1442999839782715 (2.0274501374219853) | > loss_1: 29.72248649597168 (30.63290482560055) | > grad_norm_1: tensor(704.1112, device='cuda:0') (tensor(200.3102, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.4305 (0.3890003218526734) | > loader_time: 0.0059 (0.004537764978231552)  --> TIME: 2024-06-12 06:05:21 -- STEP: 294/330 -- GLOBAL_STEP: 377375 | > loss_disc: 2.3970611095428467 (2.365492553127056) | > loss_disc_real_0: 0.0733945220708847 (0.11712146636580123) | > loss_disc_real_1: 0.1647116094827652 (0.19708855536316522) | > loss_disc_real_2: 0.2065810263156891 (0.21165087210888764) | > loss_disc_real_3: 0.2295398861169815 (0.23057541124472003) | > loss_disc_real_4: 0.24768030643463135 (0.2323403433978963) | > loss_disc_real_5: 0.2086108773946762 (0.22171147770824887) | > loss_0: 2.3970611095428467 (2.365492553127056) | > grad_norm_0: tensor(43.8337, device='cuda:0') (tensor(17.6799, device='cuda:0')) | > loss_gen: 2.293870210647583 (2.4931305273860502) | > loss_kl: 2.0662944316864014 (2.0185311509638426) | > loss_feat: 7.0924072265625 (6.9735859429755145) | > loss_mel: 15.790166854858398 (17.046029266046016) | > loss_duration: 2.187922239303589 (2.0378295892760843) | > loss_1: 29.430660247802734 (30.569106478269408) | > grad_norm_1: tensor(511.1291, device='cuda:0') (tensor(223.6277, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.4635 (0.39474601648291785) | > loader_time: 0.0065 (0.004707530242245214)  --> TIME: 2024-06-12 06:05:34 -- STEP: 319/330 -- GLOBAL_STEP: 377400 | > loss_disc: 2.3029375076293945 (2.3698952325085503) | > loss_disc_real_0: 0.13446538150310516 (0.11874671478910506) | > loss_disc_real_1: 0.16226258873939514 (0.19803340242574213) | > loss_disc_real_2: 0.176808699965477 (0.21188954000002164) | > loss_disc_real_3: 0.222030371427536 (0.230654867231659) | > loss_disc_real_4: 0.19650709629058838 (0.23227178457201836) | > loss_disc_real_5: 0.18304866552352905 (0.22158159834090446) | > loss_0: 2.3029375076293945 (2.3698952325085503) | > grad_norm_0: tensor(14.7762, device='cuda:0') (tensor(18.9840, device='cuda:0')) | > loss_gen: 2.7405800819396973 (2.4937157264697527) | > loss_kl: 2.138373851776123 (2.0227098356593745) | > loss_feat: 8.673795700073242 (6.997779589087982) | > loss_mel: 17.068613052368164 (17.004740957182396) | > loss_duration: 2.241415500640869 (2.0522129711312544) | > loss_1: 32.86277770996094 (30.57115906981465) | > grad_norm_1: tensor(500.4607, device='cuda:0') (tensor(242.5512, device='cuda:0')) | > current_lr_0: 0.00017925520598815976 | > current_lr_1: 0.00017925520598815976 | > step_time: 0.563 (0.40426160773513486) | > loader_time: 0.0092 (0.004950251325170824)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.578681468963623 (2.578681468963623) | > loss_disc_real_0: 0.1870320737361908 (0.1870320737361908) | > loss_disc_real_1: 0.28614339232444763 (0.28614339232444763) | > loss_disc_real_2: 0.32594549655914307 (0.32594549655914307) | > loss_disc_real_3: 0.2958274483680725 (0.2958274483680725) | > loss_disc_real_4: 0.26705560088157654 (0.26705560088157654) | > loss_disc_real_5: 0.29413434863090515 (0.29413434863090515) | > loss_0: 2.578681468963623 (2.578681468963623) | > loss_gen: 2.842456340789795 (2.842456340789795) | > loss_kl: 3.0674219131469727 (3.0674219131469727) | > loss_feat: 6.665207862854004 (6.665207862854004) | > loss_mel: 17.088029861450195 (17.088029861450195) | > loss_duration: 3.138383388519287 (3.138383388519287) | > loss_1: 32.80149841308594 (32.80149841308594)  --> STEP: 1 | > loss_disc: 2.1790976524353027 (2.1790976524353027) | > loss_disc_real_0: 0.08841484785079956 (0.08841484785079956) | > loss_disc_real_1: 0.26203352212905884 (0.26203352212905884) | > loss_disc_real_2: 0.22445447742938995 (0.22445447742938995) | > loss_disc_real_3: 0.2294892966747284 (0.2294892966747284) | > loss_disc_real_4: 0.2130589336156845 (0.2130589336156845) | > loss_disc_real_5: 0.22456632554531097 (0.22456632554531097) | > loss_0: 2.1790976524353027 (2.1790976524353027) | > loss_gen: 2.6453769207000732 (2.6453769207000732) | > loss_kl: 3.050506830215454 (3.050506830215454) | > loss_feat: 5.091427803039551 (5.091427803039551) | > loss_mel: 17.125226974487305 (17.125226974487305) | > loss_duration: 2.4781246185302734 (2.4781246185302734) | > loss_1: 30.390663146972656 (30.390663146972656)  --> STEP: 2 | > loss_disc: 2.18338942527771 (2.1812435388565063) | > loss_disc_real_0: 0.10758727043867111 (0.09800105914473534) | > loss_disc_real_1: 0.16264545917510986 (0.21233949065208435) | > loss_disc_real_2: 0.21375729143619537 (0.21910588443279266) | > loss_disc_real_3: 0.20188003778457642 (0.2156846672296524) | > loss_disc_real_4: 0.21860359609127045 (0.21583126485347748) | > loss_disc_real_5: 0.22473877668380737 (0.22465255111455917) | > loss_0: 2.18338942527771 (2.1812435388565063) | > loss_gen: 2.733825206756592 (2.6896010637283325) | > loss_kl: 3.5378406047821045 (3.2941737174987793) | > loss_feat: 6.209344863891602 (5.650386333465576) | > loss_mel: 18.32487678527832 (17.725051879882812) | > loss_duration: 2.545992612838745 (2.5120586156845093) | > loss_1: 33.35188293457031 (31.871273040771484)  --> STEP: 3 | > loss_disc: 2.218890428543091 (2.1937925020853677) | > loss_disc_real_0: 0.15122459828853607 (0.11574223885933559) | > loss_disc_real_1: 0.2462828904390335 (0.22365395724773407) | > loss_disc_real_2: 0.2381318062543869 (0.22544785837332407) | > loss_disc_real_3: 0.21020381152629852 (0.21385771532853445) | > loss_disc_real_4: 0.2461247444152832 (0.22592909137407938) | > loss_disc_real_5: 0.18256987631320953 (0.21062499284744263) | > loss_0: 2.218890428543091 (2.1937925020853677) | > loss_gen: 2.7318358421325684 (2.703679323196411) | > loss_kl: 3.513983726501465 (3.3674437204996743) | > loss_feat: 6.577608108520508 (5.959460258483887) | > loss_mel: 15.367698669433594 (16.93926747639974) | > loss_duration: 2.323042392730713 (2.4490532080332437) | > loss_1: 30.51416778564453 (31.418904622395832)  --> STEP: 4 | > loss_disc: 2.5033764839172363 (2.271188497543335) | > loss_disc_real_0: 0.2232770025730133 (0.142625929787755) | > loss_disc_real_1: 0.1641845405101776 (0.20878660306334496) | > loss_disc_real_2: 0.20509065687656403 (0.22035855799913406) | > loss_disc_real_3: 0.3040902018547058 (0.23641583696007729) | > loss_disc_real_4: 0.2985307574272156 (0.24407950788736343) | > loss_disc_real_5: 0.3170972466468811 (0.23724305629730225) | > loss_0: 2.5033764839172363 (2.271188497543335) | > loss_gen: 2.4518120288848877 (2.6407124996185303) | > loss_kl: 4.060832977294922 (3.5407910346984863) | > loss_feat: 5.473718166351318 (5.838024735450745) | > loss_mel: 19.452455520629883 (17.567564487457275) | > loss_duration: 2.4394309520721436 (2.4466476440429688) | > loss_1: 33.87825012207031 (32.03374099731445)  --> STEP: 5 | > loss_disc: 2.447483777999878 (2.3064475536346434) | > loss_disc_real_0: 0.200570210814476 (0.1542147859930992) | > loss_disc_real_1: 0.20517036318778992 (0.20806335508823395) | > loss_disc_real_2: 0.22469446063041687 (0.22122573852539062) | > loss_disc_real_3: 0.2763506770133972 (0.24440280497074127) | > loss_disc_real_4: 0.27949339151382446 (0.25116228461265566) | > loss_disc_real_5: 0.3038159906864166 (0.25055764317512513) | > loss_0: 2.447483777999878 (2.3064475536346434) | > loss_gen: 2.7349183559417725 (2.6595536708831786) | > loss_kl: 3.0142085552215576 (3.4354745388031005) | > loss_feat: 4.955287933349609 (5.661477375030517) | > loss_mel: 18.764501571655273 (17.806951904296874) | > loss_duration: 2.3702781200408936 (2.4313737392425536) | > loss_1: 31.83919334411621 (31.994831466674803)  --> STEP: 6 | > loss_disc: 2.1975691318511963 (2.288301150004069) | > loss_disc_real_0: 0.15810522437095642 (0.15486319238940874) | > loss_disc_real_1: 0.21146160364151 (0.20862972984711328) | > loss_disc_real_2: 0.2799140512943268 (0.23100712398687998) | > loss_disc_real_3: 0.2791084349155426 (0.25018707662820816) | > loss_disc_real_4: 0.2012222409248352 (0.2428389439980189) | > loss_disc_real_5: 0.1953306347131729 (0.24135314176479974) | > loss_0: 2.1975691318511963 (2.288301150004069) | > loss_gen: 3.016402244567871 (2.719028433163961) | > loss_kl: 2.75347900390625 (3.321808616320292) | > loss_feat: 6.4021430015563965 (5.784921646118164) | > loss_mel: 18.483531951904297 (17.919715245564777) | > loss_duration: 2.2142906188964844 (2.3951932191848755) | > loss_1: 32.86984634399414 (32.14066727956136)  --> STEP: 7 | > loss_disc: 2.6114299297332764 (2.3344624042510986) | > loss_disc_real_0: 0.21014276146888733 (0.1627602736864771) | > loss_disc_real_1: 0.24007226526737213 (0.213121520621436) | > loss_disc_real_2: 0.2916431427001953 (0.23966941237449646) | > loss_disc_real_3: 0.2759287655353546 (0.2538644607578005) | > loss_disc_real_4: 0.2668066620826721 (0.24626290372439794) | > loss_disc_real_5: 0.23225146532058716 (0.24005290227276938) | > loss_0: 2.6114299297332764 (2.3344624042510986) | > loss_gen: 2.3629043102264404 (2.668153558458601) | > loss_kl: 4.40232515335083 (3.476168121610369) | > loss_feat: 4.139918804168701 (5.549921240125384) | > loss_mel: 15.667692184448242 (17.597997665405273) | > loss_duration: 2.4613895416259766 (2.4046498366764615) | > loss_1: 29.034229278564453 (31.696890422276088)  --> STEP: 8 | > loss_disc: 2.2145254611968994 (2.3194702863693237) | > loss_disc_real_0: 0.21467618644237518 (0.16924976278096437) | > loss_disc_real_1: 0.12977734208106995 (0.20270349830389023) | > loss_disc_real_2: 0.23194362223148346 (0.23870368860661983) | > loss_disc_real_3: 0.18784061074256897 (0.24561147950589657) | > loss_disc_real_4: 0.2476576715707779 (0.24643724970519543) | > loss_disc_real_5: 0.25130513310432434 (0.24145943112671375) | > loss_0: 2.2145254611968994 (2.3194702863693237) | > loss_gen: 2.7884702682495117 (2.6831931471824646) | > loss_kl: 3.191065549850464 (3.440530300140381) | > loss_feat: 10.448495864868164 (6.162243068218231) | > loss_mel: 18.76677894592285 (17.74409532546997) | > loss_duration: 2.279980182647705 (2.389066129922867) | > loss_1: 37.47479248046875 (32.41912817955017)  --> STEP: 9 | > loss_disc: 2.691826820373535 (2.360843234592014) | > loss_disc_real_0: 0.31236863136291504 (0.18515185929007) | > loss_disc_real_1: 0.24137595295906067 (0.20700043771002027) | > loss_disc_real_2: 0.34800654649734497 (0.2508484505944782) | > loss_disc_real_3: 0.30575600266456604 (0.2522942043013043) | > loss_disc_real_4: 0.23627783358097076 (0.2453084256913927) | > loss_disc_real_5: 0.2442132830619812 (0.2417654146750768) | > loss_0: 2.691826820373535 (2.360843234592014) | > loss_gen: 2.82753324508667 (2.6992309358384876) | > loss_kl: 2.891861915588379 (3.3795671463012695) | > loss_feat: 7.388357162475586 (6.298477967580159) | > loss_mel: 17.207212448120117 (17.6844416724311) | > loss_duration: 2.1852545738220215 (2.3664204014672174) | > loss_1: 32.50021743774414 (32.42813809712728)  --> STEP: 10 | > loss_disc: 2.283658266067505 (2.353124737739563) | > loss_disc_real_0: 0.1269965022802353 (0.17933632358908652) | > loss_disc_real_1: 0.2057957947254181 (0.20687997341156006) | > loss_disc_real_2: 0.2718278467655182 (0.25294639021158216) | > loss_disc_real_3: 0.24523338675498962 (0.25158812254667284) | > loss_disc_real_4: 0.23084546625614166 (0.24386212974786758) | > loss_disc_real_5: 0.22179970145225525 (0.23976884335279464) | > loss_0: 2.283658266067505 (2.353124737739563) | > loss_gen: 2.5686182975769043 (2.686169672012329) | > loss_kl: 3.0436253547668457 (3.3459729671478273) | > loss_feat: 6.223461151123047 (6.290976285934448) | > loss_mel: 16.05173683166504 (17.521171188354494) | > loss_duration: 2.395385265350342 (2.36931688785553) | > loss_1: 30.282827377319336 (32.21360702514649)  --> STEP: 11 | > loss_disc: 2.5695927143096924 (2.372803644700484) | > loss_disc_real_0: 0.22140809893608093 (0.1831610304388133) | > loss_disc_real_1: 0.16602705419063568 (0.2031660716642033) | > loss_disc_real_2: 0.18205098807811737 (0.24650135365399448) | > loss_disc_real_3: 0.2618963122367859 (0.25252523070031946) | > loss_disc_real_4: 0.2843695282936096 (0.24754462052475323) | > loss_disc_real_5: 0.35515540838241577 (0.2502585310827602) | > loss_0: 2.5695927143096924 (2.372803644700484) | > loss_gen: 2.4362025260925293 (2.66344538601962) | > loss_kl: 3.9378647804260254 (3.3997813138094815) | > loss_feat: 6.124330043792725 (6.275826627557928) | > loss_mel: 16.610021591186523 (17.43833940679377) | > loss_duration: 2.5215940475463867 (2.383160266009244) | > loss_1: 31.63001251220703 (32.160552978515625)  --> STEP: 12 | > loss_disc: 2.3688011169433594 (2.3724701007207236) | > loss_disc_real_0: 0.1274678111076355 (0.1785199288278818) | > loss_disc_real_1: 0.20602817833423615 (0.2034045805533727) | > loss_disc_real_2: 0.3078807592391968 (0.251616304119428) | > loss_disc_real_3: 0.276214599609375 (0.2544993447760741) | > loss_disc_real_4: 0.21536818146705627 (0.2448632506032785) | > loss_disc_real_5: 0.21268264949321747 (0.24712720761696497) | > loss_0: 2.3688011169433594 (2.3724701007207236) | > loss_gen: 2.517449140548706 (2.651279032230377) | > loss_kl: 3.2746999263763428 (3.38935786485672) | > loss_feat: 5.8289008140563965 (6.238582809766133) | > loss_mel: 15.455293655395508 (17.27308559417725) | > loss_duration: 2.301114320755005 (2.376323103904724) | > loss_1: 29.377458572387695 (31.92862844467163)  --> STEP: 13 | > loss_disc: 2.5670528411865234 (2.3874380038334775) | > loss_disc_real_0: 0.15669170022010803 (0.17684083431959152) | > loss_disc_real_1: 0.20433995127677917 (0.2034765321474809) | > loss_disc_real_2: 0.2240145206451416 (0.24949309000602135) | > loss_disc_real_3: 0.2694317102432251 (0.25564798827354723) | > loss_disc_real_4: 0.24618633091449738 (0.2449650260118338) | > loss_disc_real_5: 0.28110113739967346 (0.24974058683101946) | > loss_0: 2.5670528411865234 (2.3874380038334775) | > loss_gen: 2.3582324981689453 (2.6287369911487284) | > loss_kl: 2.713188409805298 (3.3373448298527646) | > loss_feat: 6.672959327697754 (6.271996388068566) | > loss_mel: 16.606632232666016 (17.221819950984077) | > loss_duration: 2.237208366394043 (2.3656219702500563) | > loss_1: 30.588218688964844 (31.825520001924954)  --> STEP: 14 | > loss_disc: 2.626887798309326 (2.404541560581752) | > loss_disc_real_0: 0.4010028839111328 (0.1928524092904159) | > loss_disc_real_1: 0.2095670998096466 (0.20391157269477844) | > loss_disc_real_2: 0.26911476254463196 (0.2508946380444935) | > loss_disc_real_3: 0.2801165282726288 (0.2573957411306245) | > loss_disc_real_4: 0.28969889879226685 (0.24816030263900757) | > loss_disc_real_5: 0.27814361453056335 (0.251769374523844) | > loss_0: 2.626887798309326 (2.404541560581752) | > loss_gen: 2.7759790420532227 (2.6392542804990495) | > loss_kl: 3.9916129112243652 (3.38407826423645) | > loss_feat: 6.375393867492676 (6.279381922313145) | > loss_mel: 18.200916290283203 (17.291755403791157) | > loss_duration: 2.4528865814208984 (2.371855156762259) | > loss_1: 33.796791076660156 (31.966325078691757)  --> STEP: 15 | > loss_disc: 2.506526470184326 (2.4113405545552573) | > loss_disc_real_0: 0.17987032234668732 (0.19198693682750065) | > loss_disc_real_1: 0.17710287868976593 (0.2021243264277776) | > loss_disc_real_2: 0.2930907607078552 (0.25370771288871763) | > loss_disc_real_3: 0.3221434950828552 (0.26171225806077325) | > loss_disc_real_4: 0.23931823670864105 (0.24757083157698315) | > loss_disc_real_5: 0.2576085329055786 (0.252158651749293) | > loss_0: 2.506526470184326 (2.4113405545552573) | > loss_gen: 2.3743042945861816 (2.6215909481048585) | > loss_kl: 3.3905603885650635 (3.3845104058583577) | > loss_feat: 6.830210208892822 (6.316103808085123) | > loss_mel: 17.84214973449707 (17.32844835917155) | > loss_duration: 2.3889195919036865 (2.3729927857716877) | > loss_1: 32.826141357421875 (32.02364616394043)  --> STEP: 16 | > loss_disc: 2.5072436332702637 (2.417334496974945) | > loss_disc_real_0: 0.29233309626579285 (0.19825857179239392) | > loss_disc_real_1: 0.28662800788879395 (0.20740580651909113) | > loss_disc_real_2: 0.28470149636268616 (0.2556448243558407) | > loss_disc_real_3: 0.3150577247142792 (0.26504634972661734) | > loss_disc_real_4: 0.305135041475296 (0.2511685946956277) | > loss_disc_real_5: 0.24462640285491943 (0.25168788619339466) | > loss_0: 2.5072436332702637 (2.417334496974945) | > loss_gen: 3.180607795715332 (2.656529501080513) | > loss_kl: 3.251598834991455 (3.3762034326791763) | > loss_feat: 7.391636848449707 (6.38332462310791) | > loss_mel: 15.205811500549316 (17.19578355550766) | > loss_duration: 2.409888744354248 (2.375298783183098) | > loss_1: 31.439544677734375 (31.987139821052548)  --> STEP: 17 | > loss_disc: 2.604654312133789 (2.4283533096313477) | > loss_disc_real_0: 0.25642257928848267 (0.2016799839980462) | > loss_disc_real_1: 0.19004306197166443 (0.20638446860453663) | > loss_disc_real_2: 0.3358234465122223 (0.2603612138944514) | > loss_disc_real_3: 0.2763897478580475 (0.2657136084402309) | > loss_disc_real_4: 0.24846526980400085 (0.25100957558435555) | > loss_disc_real_5: 0.3006778061389923 (0.2545696461901945) | > loss_0: 2.604654312133789 (2.4283533096313477) | > loss_gen: 2.4645512104034424 (2.64523666045245) | > loss_kl: 2.6449332237243652 (3.3331875380347755) | > loss_feat: 4.459344387054443 (6.270149315104765) | > loss_mel: 17.073230743408203 (17.188574566560632) | > loss_duration: 2.468745708465576 (2.3807956611408905) | > loss_1: 29.110807418823242 (31.817943797392005)  --> STEP: 18 | > loss_disc: 2.473383903503418 (2.430855009290907) | > loss_disc_real_0: 0.165424644947052 (0.19966579849521318) | > loss_disc_real_1: 0.14138354361057281 (0.20277330610487196) | > loss_disc_real_2: 0.25424709916114807 (0.2600215408537123) | > loss_disc_real_3: 0.2080562263727188 (0.2625104205475913) | > loss_disc_real_4: 0.24426694214344025 (0.250634984837638) | > loss_disc_real_5: 0.24871033430099487 (0.2542441288630168) | > loss_0: 2.473383903503418 (2.430855009290907) | > loss_gen: 2.32114577293396 (2.6272316111458673) | > loss_kl: 3.879000425338745 (3.3635104762183294) | > loss_feat: 8.415658950805664 (6.389344294865926) | > loss_mel: 14.342844009399414 (17.03047842449612) | > loss_duration: 2.3192334175109863 (2.377375536494785) | > loss_1: 31.277883529663086 (31.78794044918484)  --> STEP: 19 | > loss_disc: 2.388092517852783 (2.4286043518467952) | > loss_disc_real_0: 0.18544737994670868 (0.19891746067687086) | > loss_disc_real_1: 0.19442708790302277 (0.20233403146266937) | > loss_disc_real_2: 0.22121433913707733 (0.25797905655283676) | > loss_disc_real_3: 0.24783478677272797 (0.26173801876996694) | > loss_disc_real_4: 0.23654869198799133 (0.24989360100344607) | > loss_disc_real_5: 0.26091012358665466 (0.2545949706905766) | > loss_0: 2.388092517852783 (2.4286043518467952) | > loss_gen: 2.4419171810150146 (2.617478220086349) | > loss_kl: 1.82634699344635 (3.2826071350198043) | > loss_feat: 6.842377662658691 (6.413188156328704) | > loss_mel: 17.16301918029785 (17.037454253748844) | > loss_duration: 2.385268211364746 (2.3777909404353093) | > loss_1: 30.658931732177734 (31.728518937763415)  --> STEP: 20 | > loss_disc: 2.5216176509857178 (2.4332550168037415) | > loss_disc_real_0: 0.17724475264549255 (0.19783382527530194) | > loss_disc_real_1: 0.17277413606643677 (0.20085603669285773) | > loss_disc_real_2: 0.18981261551380157 (0.254570734500885) | > loss_disc_real_3: 0.21310047805309296 (0.25930614173412325) | > loss_disc_real_4: 0.2536424994468689 (0.2500810459256172) | > loss_disc_real_5: 0.2299339920282364 (0.2533619217574596) | > loss_0: 2.5216176509857178 (2.4332550168037415) | > loss_gen: 2.0464608669281006 (2.5889273524284366) | > loss_kl: 2.2452170848846436 (3.2307376325130464) | > loss_feat: 5.855443954467773 (6.385300946235658) | > loss_mel: 15.517224311828613 (16.961442756652833) | > loss_duration: 2.290417194366455 (2.3734222531318663) | > loss_1: 27.954763412475586 (31.539831161499023)  --> STEP: 21 | > loss_disc: 2.5426836013793945 (2.4384659017835344) | > loss_disc_real_0: 0.2006196230649948 (0.19796648231290637) | > loss_disc_real_1: 0.25604650378227234 (0.20348415417330606) | > loss_disc_real_2: 0.2820782959461212 (0.2558806183792296) | > loss_disc_real_3: 0.29893869161605835 (0.26119340601421537) | > loss_disc_real_4: 0.2953163981437683 (0.2522351103169577) | > loss_disc_real_5: 0.22418177127838135 (0.2519723907822654) | > loss_0: 2.5426836013793945 (2.4384659017835344) | > loss_gen: 2.6316301822662354 (2.5909608205159507) | > loss_kl: 1.8051526546478271 (3.1628526335670832) | > loss_feat: 4.68527364730835 (6.304347265334358) | > loss_mel: 13.953370094299316 (16.818201201302664) | > loss_duration: 2.1962409019470215 (2.3649850459325883) | > loss_1: 25.27166748046875 (31.24134717668806)  --> STEP: 22 | > loss_disc: 2.638076066970825 (2.4475390911102295) | > loss_disc_real_0: 0.4243153929710388 (0.20825506916100328) | > loss_disc_real_1: 0.22436292469501495 (0.2044331891970201) | > loss_disc_real_2: 0.15098658204078674 (0.2511127076365731) | > loss_disc_real_3: 0.2722339332103729 (0.26169524815949524) | > loss_disc_real_4: 0.30882251262664795 (0.2548072649673982) | > loss_disc_real_5: 0.2581893503665924 (0.25225497985428025) | > loss_0: 2.638076066970825 (2.4475390911102295) | > loss_gen: 2.618708848953247 (2.5922220945358276) | > loss_kl: 2.822977304458618 (3.147403754971244) | > loss_feat: 7.319746971130371 (6.350501797415995) | > loss_mel: 17.7399959564209 (16.860100962898947) | > loss_duration: 2.2158761024475098 (2.3582073666832666) | > loss_1: 32.717308044433594 (31.30843630704013)  --> STEP: 23 | > loss_disc: 2.552419424057007 (2.4520991055861763) | > loss_disc_real_0: 0.28191885352134705 (0.2114578423940617) | > loss_disc_real_1: 0.2132374346256256 (0.2048159824765247) | > loss_disc_real_2: 0.2580926716327667 (0.25141618433205976) | > loss_disc_real_3: 0.341239869594574 (0.2651537099610204) | > loss_disc_real_4: 0.23327916860580444 (0.2538712607777637) | > loss_disc_real_5: 0.25887009501457214 (0.2525425935569016) | > loss_0: 2.552419424057007 (2.4520991055861763) | > loss_gen: 2.527623414993286 (2.5894134562948476) | > loss_kl: 3.092425584793091 (3.145013399746107) | > loss_feat: 5.6575798988342285 (6.3203747583472225) | > loss_mel: 16.952205657958984 (16.86410551485808) | > loss_duration: 2.349259614944458 (2.3578183339989707) | > loss_1: 30.5790958404541 (31.27672585197117)  --> STEP: 24 | > loss_disc: 2.5309135913848877 (2.455383042494456) | > loss_disc_real_0: 0.1480095088481903 (0.2088141618296504) | > loss_disc_real_1: 0.1628282219171524 (0.2030664924532175) | > loss_disc_real_2: 0.24071604013442993 (0.2509703449904918) | > loss_disc_real_3: 0.2526867091655731 (0.2646342515945434) | > loss_disc_real_4: 0.29794737696647644 (0.25570776561896) | > loss_disc_real_5: 0.29728183150291443 (0.2544067284713188) | > loss_0: 2.5309135913848877 (2.455383042494456) | > loss_gen: 2.5272738933563232 (2.5868243078390756) | > loss_kl: 2.7197165489196777 (3.1272926976283393) | > loss_feat: 7.743048191070557 (6.379652818044028) | > loss_mel: 18.338376998901367 (16.925533493359882) | > loss_duration: 2.4346261024475098 (2.3610186576843266) | > loss_1: 33.76304244995117 (31.380322376887005)  --> STEP: 25 | > loss_disc: 2.5742862224578857 (2.4601391696929933) | > loss_disc_real_0: 0.19342322647571564 (0.20819852441549302) | > loss_disc_real_1: 0.21057061851024628 (0.20336665749549865) | > loss_disc_real_2: 0.27083462476730347 (0.25176491618156427) | > loss_disc_real_3: 0.2855808138847351 (0.26547211408615107) | > loss_disc_real_4: 0.33027955889701843 (0.25869063735008235) | > loss_disc_real_5: 0.3023768961429596 (0.25632553517818446) | > loss_0: 2.5742862224578857 (2.4601391696929933) | > loss_gen: 2.6516053676605225 (2.5894155502319336) | > loss_kl: 3.281198740005493 (3.1334489393234253) | > loss_feat: 6.44154691696167 (6.382128582000734) | > loss_mel: 16.15445899963379 (16.89469051361084) | > loss_duration: 2.395519733428955 (2.362398700714112) | > loss_1: 30.92432975769043 (31.36208267211914)  --> STEP: 26 | > loss_disc: 2.5521178245544434 (2.4636768102645874) | > loss_disc_real_0: 0.24108397960662842 (0.20946334961515206) | > loss_disc_real_1: 0.2319500595331192 (0.20446601911233023) | > loss_disc_real_2: 0.147214874625206 (0.24774376073708895) | > loss_disc_real_3: 0.2889161705970764 (0.2663738085673405) | > loss_disc_real_4: 0.1930394023656845 (0.25616558985068244) | > loss_disc_real_5: 0.2039746642112732 (0.25431204014099557) | > loss_0: 2.5521178245544434 (2.4636768102645874) | > loss_gen: 2.105739116668701 (2.5708126104795017) | > loss_kl: 2.373906135559082 (3.104235754563258) | > loss_feat: 8.573575973510742 (6.4664150201357335) | > loss_mel: 16.381494522094727 (16.874952206244835) | > loss_duration: 2.304483652114868 (2.36017119884491) | > loss_1: 31.739198684692383 (31.37658713414119) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025162696838378906 (-1.4066696166992188e-05) | > avg_loss_disc: 2.4636768102645874 (+0.020518302917480025) | > avg_loss_disc_real_0: 0.20946334961515206 (+0.07746901850287727) | > avg_loss_disc_real_1: 0.20446601911233023 (-0.029731220923937263) | > avg_loss_disc_real_2: 0.24774376073708895 (+0.0026244435172813885) | > avg_loss_disc_real_3: 0.2663738085673405 (-0.0074984551622317985) | > avg_loss_disc_real_4: 0.25616558985068244 (-0.01255988902770555) | > avg_loss_disc_real_5: 0.25431204014099557 (-0.015593207799471376) | > avg_loss_0: 2.4636768102645874 (+0.020518302917480025) | > avg_loss_gen: 2.5708126104795017 (+0.04310023784637451) | > avg_loss_kl: 3.104235754563258 (+0.06174193437282849) | > avg_loss_feat: 6.4664150201357335 (-0.35866542962881187) | > avg_loss_mel: 16.874952206244835 (-0.2069939099825362) | > avg_loss_duration: 2.36017119884491 (+0.02061607287480305) | > avg_loss_1: 31.37658713414119 (-0.44020073230449697)  > EPOCH: 877/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:06:01)   --> TIME: 2024-06-12 06:06:07 -- STEP: 14/330 -- GLOBAL_STEP: 377425 | > loss_disc: 2.3456873893737793 (2.3563800198691234) | > loss_disc_real_0: 0.10644295066595078 (0.10781619804246086) | > loss_disc_real_1: 0.2110987901687622 (0.20071603570665633) | > loss_disc_real_2: 0.20107731223106384 (0.2091965228319168) | > loss_disc_real_3: 0.25248780846595764 (0.22649199302707398) | > loss_disc_real_4: 0.23185966908931732 (0.22379798867872783) | > loss_disc_real_5: 0.20578633248806 (0.21694172493049077) | > loss_0: 2.3456873893737793 (2.3563800198691234) | > grad_norm_0: tensor(7.0725, device='cuda:0') (tensor(7.4317, device='cuda:0')) | > loss_gen: 2.5303313732147217 (2.4530385392052785) | > loss_kl: 1.7695744037628174 (1.8928385717528207) | > loss_feat: 7.048460006713867 (6.951700108391898) | > loss_mel: 17.18903160095215 (17.552563803536554) | > loss_duration: 1.9894770383834839 (2.0570600714002336) | > loss_1: 30.526872634887695 (30.90720054081508) | > grad_norm_1: tensor(98.7691, device='cuda:0') (tensor(79.7665, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3462 (0.3688896894454956) | > loader_time: 0.0029 (0.0031352724347795758)  --> TIME: 2024-06-12 06:06:16 -- STEP: 39/330 -- GLOBAL_STEP: 377450 | > loss_disc: 2.34810733795166 (2.3582290197030087) | > loss_disc_real_0: 0.12207618355751038 (0.10839154227421834) | > loss_disc_real_1: 0.17800839245319366 (0.19144289501202413) | > loss_disc_real_2: 0.1806795448064804 (0.20808635155359903) | > loss_disc_real_3: 0.2129189670085907 (0.22709356401211175) | > loss_disc_real_4: 0.21294325590133667 (0.2295752790493843) | > loss_disc_real_5: 0.19661003351211548 (0.22193444692171538) | > loss_0: 2.34810733795166 (2.3582290197030087) | > grad_norm_0: tensor(12.3698, device='cuda:0') (tensor(7.7658, device='cuda:0')) | > loss_gen: 2.412121057510376 (2.4782135364336844) | > loss_kl: 1.9972995519638062 (1.9118380974500606) | > loss_feat: 7.5966925621032715 (7.068093299865723) | > loss_mel: 16.8775634765625 (17.38595625070425) | > loss_duration: 1.97393000125885 (1.999022697791075) | > loss_1: 30.857606887817383 (30.84312365605281) | > grad_norm_1: tensor(124.5459, device='cuda:0') (tensor(92.5752, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3702 (0.36516431050422865) | > loader_time: 0.0038 (0.003360295907045022)  --> TIME: 2024-06-12 06:06:26 -- STEP: 64/330 -- GLOBAL_STEP: 377475 | > loss_disc: 2.3063223361968994 (2.361703671514987) | > loss_disc_real_0: 0.12177114188671112 (0.10873175738379359) | > loss_disc_real_1: 0.19196821749210358 (0.19373923656530678) | > loss_disc_real_2: 0.17982624471187592 (0.20847774972207844) | > loss_disc_real_3: 0.22466224431991577 (0.22920574946328998) | > loss_disc_real_4: 0.2279801219701767 (0.23300361656583846) | > loss_disc_real_5: 0.22279635071754456 (0.22577930171974003) | > loss_0: 2.3063223361968994 (2.361703671514987) | > grad_norm_0: tensor(7.1563, device='cuda:0') (tensor(8.0668, device='cuda:0')) | > loss_gen: 2.4601340293884277 (2.4888301752507687) | > loss_kl: 1.9692438840866089 (1.9385298769921064) | > loss_feat: 6.989443302154541 (7.072279214859009) | > loss_mel: 17.699914932250977 (17.405947148799893) | > loss_duration: 1.9872902631759644 (1.9851021282374859) | > loss_1: 31.10602569580078 (30.89068830013275) | > grad_norm_1: tensor(59.4272, device='cuda:0') (tensor(96.3705, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3807 (0.36886199191212654) | > loader_time: 0.0038 (0.0034954138100147247)  --> TIME: 2024-06-12 06:06:35 -- STEP: 89/330 -- GLOBAL_STEP: 377500 | > loss_disc: 2.315042018890381 (2.3573435102955678) | > loss_disc_real_0: 0.11567665636539459 (0.1089607138144836) | > loss_disc_real_1: 0.20499791204929352 (0.19416999063465032) | > loss_disc_real_2: 0.1984492987394333 (0.20914526953456108) | > loss_disc_real_3: 0.2387349009513855 (0.228556707836269) | > loss_disc_real_4: 0.2378471940755844 (0.23219239477361187) | > loss_disc_real_5: 0.21709688007831573 (0.2254925018615937) | > loss_0: 2.315042018890381 (2.3573435102955678) | > grad_norm_0: tensor(8.4572, device='cuda:0') (tensor(8.0004, device='cuda:0')) | > loss_gen: 2.6085305213928223 (2.4842921723140754) | > loss_kl: 2.1263418197631836 (1.9573300996523224) | > loss_feat: 6.810492038726807 (7.0230394642004805) | > loss_mel: 17.180282592773438 (17.29651691136735) | > loss_duration: 1.9985570907592773 (1.9801926733402724) | > loss_1: 30.724205017089844 (30.741371197646924) | > grad_norm_1: tensor(75.7687, device='cuda:0') (tensor(87.1906, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3592 (0.3705424592736062) | > loader_time: 0.0041 (0.0036274368843335785) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_377500.pth  --> TIME: 2024-06-12 06:06:50 -- STEP: 114/330 -- GLOBAL_STEP: 377525 | > loss_disc: 2.4136762619018555 (2.356250666735464) | > loss_disc_real_0: 0.1119815856218338 (0.10905195269406888) | > loss_disc_real_1: 0.20036743581295013 (0.19517946060289415) | > loss_disc_real_2: 0.21480591595172882 (0.2089991702845222) | > loss_disc_real_3: 0.22487571835517883 (0.22847755004962286) | > loss_disc_real_4: 0.21502211689949036 (0.23209036938976824) | > loss_disc_real_5: 0.22286342084407806 (0.22491881355904697) | > loss_0: 2.4136762619018555 (2.356250666735464) | > grad_norm_0: tensor(6.0841, device='cuda:0') (tensor(8.1698, device='cuda:0')) | > loss_gen: 2.3422863483428955 (2.48034327699427) | > loss_kl: 2.0774343013763428 (1.9820138906177722) | > loss_feat: 6.652988910675049 (7.015869395774708) | > loss_mel: 17.330427169799805 (17.247303929245255) | > loss_duration: 2.0136208534240723 (1.9819386831501073) | > loss_1: 30.416757583618164 (30.70746910362913) | > grad_norm_1: tensor(70.4082, device='cuda:0') (tensor(82.5185, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3717 (0.37251699389072884) | > loader_time: 0.004 (0.00375659423961974)  --> TIME: 2024-06-12 06:07:00 -- STEP: 139/330 -- GLOBAL_STEP: 377550 | > loss_disc: 2.3700602054595947 (2.3619434130277557) | > loss_disc_real_0: 0.11892464756965637 (0.11109578293218884) | > loss_disc_real_1: 0.1891050636768341 (0.19585287249345573) | > loss_disc_real_2: 0.19758941233158112 (0.2097717230911735) | > loss_disc_real_3: 0.2124493569135666 (0.2290327556484895) | > loss_disc_real_4: 0.23919737339019775 (0.23238931328272647) | > loss_disc_real_5: 0.21507836878299713 (0.22496950915820307) | > loss_0: 2.3700602054595947 (2.3619434130277557) | > grad_norm_0: tensor(8.5644, device='cuda:0') (tensor(8.3791, device='cuda:0')) | > loss_gen: 2.30281925201416 (2.4713701224155558) | > loss_kl: 2.041167974472046 (1.9845921478683142) | > loss_feat: 6.4231648445129395 (6.974363989109616) | > loss_mel: 17.074541091918945 (17.24393811671853) | > loss_duration: 2.0453262329101562 (1.9877375415760836) | > loss_1: 29.887020111083984 (30.6620018224922) | > grad_norm_1: tensor(103.5476, device='cuda:0') (tensor(86.0413, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3769 (0.37222791232651087) | > loader_time: 0.0043 (0.003823513607327029)  --> TIME: 2024-06-12 06:07:09 -- STEP: 164/330 -- GLOBAL_STEP: 377575 | > loss_disc: 2.409518241882324 (2.363109268793247) | > loss_disc_real_0: 0.13348159193992615 (0.11253834102393648) | > loss_disc_real_1: 0.2018948793411255 (0.19572861001985828) | > loss_disc_real_2: 0.18818780779838562 (0.20975863006783696) | > loss_disc_real_3: 0.22843828797340393 (0.22901384450676965) | > loss_disc_real_4: 0.2677033245563507 (0.23265372071324325) | > loss_disc_real_5: 0.26034924387931824 (0.22529481496752762) | > loss_0: 2.409518241882324 (2.363109268793247) | > grad_norm_0: tensor(9.7099, device='cuda:0') (tensor(8.5479, device='cuda:0')) | > loss_gen: 2.5037899017333984 (2.4677830076799157) | > loss_kl: 1.9856308698654175 (1.9862200247078408) | > loss_feat: 6.89948034286499 (6.949605517271088) | > loss_mel: 17.161270141601562 (17.220837907093316) | > loss_duration: 2.0710408687591553 (1.9921354048135804) | > loss_1: 30.621212005615234 (30.616581742356463) | > grad_norm_1: tensor(75.3699, device='cuda:0') (tensor(88.0394, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3766 (0.37363338906590526) | > loader_time: 0.0055 (0.0039430071667927065)  --> TIME: 2024-06-12 06:07:19 -- STEP: 189/330 -- GLOBAL_STEP: 377600 | > loss_disc: 2.38266658782959 (2.364905974221609) | > loss_disc_real_0: 0.1320984661579132 (0.11300446246824565) | > loss_disc_real_1: 0.2092982679605484 (0.19628734303214562) | > loss_disc_real_2: 0.2323732227087021 (0.21003904071434465) | > loss_disc_real_3: 0.23388072848320007 (0.22871926426887512) | > loss_disc_real_4: 0.1984998881816864 (0.232400732854056) | > loss_disc_real_5: 0.18847139179706573 (0.2252285735159324) | > loss_0: 2.38266658782959 (2.364905974221609) | > grad_norm_0: tensor(25.1993, device='cuda:0') (tensor(8.9310, device='cuda:0')) | > loss_gen: 2.504371166229248 (2.4640392941772626) | > loss_kl: 2.1456429958343506 (1.989998836996694) | > loss_feat: 6.836863994598389 (6.935806100330655) | > loss_mel: 17.64211082458496 (17.202697804365208) | > loss_duration: 2.094038963317871 (1.9999615609961212) | > loss_1: 31.22303009033203 (30.59250358298973) | > grad_norm_1: tensor(129.2348, device='cuda:0') (tensor(92.8142, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.4043 (0.37569745507820557) | > loader_time: 0.0047 (0.004033270336332773)  --> TIME: 2024-06-12 06:07:29 -- STEP: 214/330 -- GLOBAL_STEP: 377625 | > loss_disc: 2.405527114868164 (2.3642951662295335) | > loss_disc_real_0: 0.1024172306060791 (0.11400653905818393) | > loss_disc_real_1: 0.19897381961345673 (0.19598111893250564) | > loss_disc_real_2: 0.25710391998291016 (0.21034381225287357) | > loss_disc_real_3: 0.22163133323192596 (0.22905929198610447) | > loss_disc_real_4: 0.2230653464794159 (0.23212655626724812) | > loss_disc_real_5: 0.18061335384845734 (0.22409162990679252) | > loss_0: 2.405527114868164 (2.3642951662295335) | > grad_norm_0: tensor(14.2718, device='cuda:0') (tensor(10.0889, device='cuda:0')) | > loss_gen: 2.366143226623535 (2.4645373743271164) | > loss_kl: 2.0189640522003174 (1.9947775468648037) | > loss_feat: 6.225794792175293 (6.943372935892265) | > loss_mel: 16.03766441345215 (17.160268640963835) | > loss_duration: 2.114377498626709 (2.0083460206183315) | > loss_1: 28.7629451751709 (30.57130250306887) | > grad_norm_1: tensor(337.6925, device='cuda:0') (tensor(116.8009, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.3967 (0.37834520094862595) | > loader_time: 0.0049 (0.004140195445479633)  --> TIME: 2024-06-12 06:07:40 -- STEP: 239/330 -- GLOBAL_STEP: 377650 | > loss_disc: 2.4893970489501953 (2.3648770055012727) | > loss_disc_real_0: 0.12719568610191345 (0.1148908029789705) | > loss_disc_real_1: 0.19224236905574799 (0.19654060657054312) | > loss_disc_real_2: 0.20788469910621643 (0.21030982580643817) | > loss_disc_real_3: 0.20988662540912628 (0.2293645703393545) | > loss_disc_real_4: 0.2460319995880127 (0.23265215554995516) | > loss_disc_real_5: 0.24398355185985565 (0.2236915059294162) | > loss_0: 2.4893970489501953 (2.3648770055012727) | > grad_norm_0: tensor(25.7082, device='cuda:0') (tensor(12.4286, device='cuda:0')) | > loss_gen: 2.3446836471557617 (2.4707905687547633) | > loss_kl: 2.027536153793335 (1.9998351235768785) | > loss_feat: 6.804458141326904 (6.94730194642454) | > loss_mel: 16.836816787719727 (17.10871024909877) | > loss_duration: 2.061753273010254 (2.0174001510173207) | > loss_1: 30.07524871826172 (30.544037998470802) | > grad_norm_1: tensor(92.2395, device='cuda:0') (tensor(145.2260, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.4154 (0.3818659812336685) | > loader_time: 0.0059 (0.004271497287510828)  --> TIME: 2024-06-12 06:07:51 -- STEP: 264/330 -- GLOBAL_STEP: 377675 | > loss_disc: 2.421538829803467 (2.3661355592987756) | > loss_disc_real_0: 0.15297606587409973 (0.11580883096339123) | > loss_disc_real_1: 0.20277267694473267 (0.19665948781325962) | > loss_disc_real_2: 0.17593063414096832 (0.21095763321853045) | > loss_disc_real_3: 0.23068717122077942 (0.2295234693835179) | > loss_disc_real_4: 0.2347036600112915 (0.23244856789030813) | > loss_disc_real_5: 0.2062746286392212 (0.22331823679533871) | > loss_0: 2.421538829803467 (2.3661355592987756) | > grad_norm_0: tensor(27.9032, device='cuda:0') (tensor(14.6238, device='cuda:0')) | > loss_gen: 2.3358864784240723 (2.4788658817609157) | > loss_kl: 2.0750834941864014 (2.0053657934521185) | > loss_feat: 7.112884044647217 (6.965351960875771) | > loss_mel: 17.25893211364746 (17.073459740841024) | > loss_duration: 2.1388072967529297 (2.0258402156107347) | > loss_1: 30.921592712402344 (30.548883575381655) | > grad_norm_1: tensor(152.3221, device='cuda:0') (tensor(173.3658, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.4312 (0.3866644339127973) | > loader_time: 0.0062 (0.004418964638854518)  --> TIME: 2024-06-12 06:08:02 -- STEP: 289/330 -- GLOBAL_STEP: 377700 | > loss_disc: 2.3963687419891357 (2.3680201038769786) | > loss_disc_real_0: 0.07779160141944885 (0.11682283623098912) | > loss_disc_real_1: 0.19902674853801727 (0.1970556166964006) | > loss_disc_real_2: 0.21653617918491364 (0.21101482011455155) | > loss_disc_real_3: 0.22515492141246796 (0.22979002407265364) | > loss_disc_real_4: 0.257219523191452 (0.23216999675369593) | > loss_disc_real_5: 0.2219426929950714 (0.2232644115042933) | > loss_0: 2.3963687419891357 (2.3680201038769786) | > grad_norm_0: tensor(30.2384, device='cuda:0') (tensor(16.4425, device='cuda:0')) | > loss_gen: 2.471820116043091 (2.478161895976347) | > loss_kl: 2.0861659049987793 (2.0098488759829514) | > loss_feat: 6.580796241760254 (6.9690678870389196) | > loss_mel: 15.784006118774414 (17.011156194350296) | > loss_duration: 2.1700520515441895 (2.036064956427444) | > loss_1: 29.09284019470215 (30.50429981060094) | > grad_norm_1: tensor(308.6301, device='cuda:0') (tensor(197.7095, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.464 (0.3916229384993185) | > loader_time: 0.0066 (0.004584431235765503)  --> TIME: 2024-06-12 06:08:15 -- STEP: 314/330 -- GLOBAL_STEP: 377725 | > loss_disc: 2.3751273155212402 (2.3716246823596343) | > loss_disc_real_0: 0.14037412405014038 (0.11839835286425175) | > loss_disc_real_1: 0.2176961451768875 (0.1973103384967822) | > loss_disc_real_2: 0.2203633040189743 (0.21157970858417505) | > loss_disc_real_3: 0.21863959729671478 (0.2297804460498937) | > loss_disc_real_4: 0.24377256631851196 (0.23254835026659024) | > loss_disc_real_5: 0.21626773476600647 (0.2233358458823458) | > loss_0: 2.3751273155212402 (2.3716246823596343) | > grad_norm_0: tensor(13.2255, device='cuda:0') (tensor(17.1702, device='cuda:0')) | > loss_gen: 2.4482970237731934 (2.473653802446499) | > loss_kl: 1.9754748344421387 (2.0140413425530594) | > loss_feat: 7.494899272918701 (6.970388303137129) | > loss_mel: 17.305635452270508 (16.960213697639993) | > loss_duration: 2.2426934242248535 (2.0493899523072927) | > loss_1: 31.466999053955078 (30.46768710871411) | > grad_norm_1: tensor(94.7580, device='cuda:0') (tensor(205.1484, device='cuda:0')) | > current_lr_0: 0.00017923279908741124 | > current_lr_1: 0.00017923279908741124 | > step_time: 0.5114 (0.3995280311365793) | > loader_time: 0.0078 (0.004786471652377183)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.41153621673584 (2.41153621673584) | > loss_disc_real_0: 0.14609584212303162 (0.14609584212303162) | > loss_disc_real_1: 0.19088448584079742 (0.19088448584079742) | > loss_disc_real_2: 0.20461148023605347 (0.20461148023605347) | > loss_disc_real_3: 0.27562546730041504 (0.27562546730041504) | > loss_disc_real_4: 0.3401017189025879 (0.3401017189025879) | > loss_disc_real_5: 0.2691211402416229 (0.2691211402416229) | > loss_0: 2.41153621673584 (2.41153621673584) | > loss_gen: 2.4652066230773926 (2.4652066230773926) | > loss_kl: 2.319769859313965 (2.319769859313965) | > loss_feat: 6.807194709777832 (6.807194709777832) | > loss_mel: 16.06998634338379 (16.06998634338379) | > loss_duration: 3.0469322204589844 (3.0469322204589844) | > loss_1: 30.709089279174805 (30.709089279174805)  --> STEP: 1 | > loss_disc: 1.9701626300811768 (1.9701626300811768) | > loss_disc_real_0: 0.07211090624332428 (0.07211090624332428) | > loss_disc_real_1: 0.1324455589056015 (0.1324455589056015) | > loss_disc_real_2: 0.13732443749904633 (0.13732443749904633) | > loss_disc_real_3: 0.21566572785377502 (0.21566572785377502) | > loss_disc_real_4: 0.21628399193286896 (0.21628399193286896) | > loss_disc_real_5: 0.16521045565605164 (0.16521045565605164) | > loss_0: 1.9701626300811768 (1.9701626300811768) | > loss_gen: 2.646872043609619 (2.646872043609619) | > loss_kl: 3.1171441078186035 (3.1171441078186035) | > loss_feat: 8.158516883850098 (8.158516883850098) | > loss_mel: 19.522092819213867 (19.522092819213867) | > loss_duration: 2.4603190422058105 (2.4603190422058105) | > loss_1: 35.904945373535156 (35.904945373535156)  --> STEP: 2 | > loss_disc: 2.4301910400390625 (2.2001768350601196) | > loss_disc_real_0: 0.1272079348564148 (0.09965942054986954) | > loss_disc_real_1: 0.13606490194797516 (0.13425523042678833) | > loss_disc_real_2: 0.22891980409622192 (0.18312212079763412) | > loss_disc_real_3: 0.2631133794784546 (0.2393895536661148) | > loss_disc_real_4: 0.2909066379070282 (0.2535953149199486) | > loss_disc_real_5: 0.276554673910141 (0.2208825647830963) | > loss_0: 2.4301910400390625 (2.2001768350601196) | > loss_gen: 2.5264194011688232 (2.586645722389221) | > loss_kl: 2.8005847930908203 (2.958864450454712) | > loss_feat: 5.679755687713623 (6.91913628578186) | > loss_mel: 18.566526412963867 (19.044309616088867) | > loss_duration: 2.411492347717285 (2.435905694961548) | > loss_1: 31.984779357910156 (33.944862365722656)  --> STEP: 3 | > loss_disc: 2.2564055919647217 (2.2189197540283203) | > loss_disc_real_0: 0.1727481633424759 (0.12402233481407166) | > loss_disc_real_1: 0.16352003812789917 (0.1440101663271586) | > loss_disc_real_2: 0.2090938538312912 (0.1917793651421865) | > loss_disc_real_3: 0.24152393639087677 (0.2401010145743688) | > loss_disc_real_4: 0.23917168378829956 (0.24878743787606558) | > loss_disc_real_5: 0.2604939043521881 (0.23408634463946024) | > loss_0: 2.2564055919647217 (2.2189197540283203) | > loss_gen: 2.6656670570373535 (2.612986167271932) | > loss_kl: 3.0004405975341797 (2.9727231661478677) | > loss_feat: 7.281527996063232 (7.039933522542317) | > loss_mel: 17.24627113342285 (18.444963455200195) | > loss_duration: 2.3905115127563477 (2.420774300893148) | > loss_1: 32.58441925048828 (33.491381327311196)  --> STEP: 4 | > loss_disc: 2.237766981124878 (2.2236315608024597) | > loss_disc_real_0: 0.17338240146636963 (0.13636235147714615) | > loss_disc_real_1: 0.10878127813339233 (0.13520294427871704) | > loss_disc_real_2: 0.15579017996788025 (0.18278206884860992) | > loss_disc_real_3: 0.26508161425590515 (0.24634616449475288) | > loss_disc_real_4: 0.2822835147380829 (0.2571614570915699) | > loss_disc_real_5: 0.2176423817873001 (0.2299753539264202) | > loss_0: 2.237766981124878 (2.2236315608024597) | > loss_gen: 2.437962055206299 (2.5692301392555237) | > loss_kl: 3.7361958026885986 (3.1635913252830505) | > loss_feat: 7.155472755432129 (7.0688183307647705) | > loss_mel: 18.210411071777344 (18.386325359344482) | > loss_duration: 2.4186365604400635 (2.4202398657798767) | > loss_1: 33.95867919921875 (33.608205795288086)  --> STEP: 5 | > loss_disc: 2.315068006515503 (2.241918849945068) | > loss_disc_real_0: 0.1778547763824463 (0.14466083645820618) | > loss_disc_real_1: 0.20286411046981812 (0.14873517751693727) | > loss_disc_real_2: 0.22284898161888123 (0.19079545140266418) | > loss_disc_real_3: 0.2722390294075012 (0.25152473747730253) | > loss_disc_real_4: 0.29523783922195435 (0.2647767335176468) | > loss_disc_real_5: 0.2366657853126526 (0.23131344020366668) | > loss_0: 2.315068006515503 (2.241918849945068) | > loss_gen: 2.737891435623169 (2.6029623985290526) | > loss_kl: 2.845025062561035 (3.0998780727386475) | > loss_feat: 6.148782253265381 (6.884811115264893) | > loss_mel: 18.98378562927246 (18.505817413330078) | > loss_duration: 2.408771276473999 (2.417946147918701) | > loss_1: 33.1242561340332 (33.51141586303711)  --> STEP: 6 | > loss_disc: 2.5378971099853516 (2.2912485599517822) | > loss_disc_real_0: 0.18046632409095764 (0.15062841773033142) | > loss_disc_real_1: 0.15638947486877441 (0.15001089374224344) | > loss_disc_real_2: 0.32117462158203125 (0.21252531309922537) | > loss_disc_real_3: 0.2687620222568512 (0.254397618273894) | > loss_disc_real_4: 0.2966647148132324 (0.27009139706691104) | > loss_disc_real_5: 0.26610758900642395 (0.23711246500412622) | > loss_0: 2.5378971099853516 (2.2912485599517822) | > loss_gen: 2.3477847576141357 (2.5604327917099) | > loss_kl: 2.917341709136963 (3.0694553454717) | > loss_feat: 5.507038116455078 (6.655182282129924) | > loss_mel: 17.229145050048828 (18.293038686116535) | > loss_duration: 2.2347612380981445 (2.387415329615275) | > loss_1: 30.236068725585938 (32.965524673461914)  --> STEP: 7 | > loss_disc: 2.3890926837921143 (2.3052262919289723) | > loss_disc_real_0: 0.12536004185676575 (0.14701864974839346) | > loss_disc_real_1: 0.18425412476062775 (0.1549027838877269) | > loss_disc_real_2: 0.18004408478736877 (0.207885137626103) | > loss_disc_real_3: 0.2448425441980362 (0.2530326076916286) | > loss_disc_real_4: 0.21970891952514648 (0.2628939002752304) | > loss_disc_real_5: 0.24063444137573242 (0.23761560448578425) | > loss_0: 2.3890926837921143 (2.3052262919289723) | > loss_gen: 2.2457125186920166 (2.5154727527073453) | > loss_kl: 3.5658884048461914 (3.1403743539537703) | > loss_feat: 5.377721309661865 (6.472687857491629) | > loss_mel: 16.03697395324707 (17.97074372427804) | > loss_duration: 2.530783176422119 (2.4078964505876814) | > loss_1: 29.757078170776367 (32.50717517307827)  --> STEP: 8 | > loss_disc: 2.286284923553467 (2.3028586208820343) | > loss_disc_real_0: 0.20540592074394226 (0.15431705862283707) | > loss_disc_real_1: 0.15284863114356995 (0.1546460147947073) | > loss_disc_real_2: 0.15608395636081696 (0.20140998996794224) | > loss_disc_real_3: 0.2279171496629715 (0.24989317543804646) | > loss_disc_real_4: 0.21678324043750763 (0.25713006779551506) | > loss_disc_real_5: 0.20360861718654633 (0.23336473107337952) | > loss_0: 2.286284923553467 (2.3028586208820343) | > loss_gen: 2.4200668334960938 (2.5035470128059387) | > loss_kl: 3.444347620010376 (3.178371012210846) | > loss_feat: 11.240633964538574 (7.068681120872498) | > loss_mel: 18.824975967407227 (18.07752275466919) | > loss_duration: 2.2183780670166016 (2.3842066526412964) | > loss_1: 38.148399353027344 (33.2123281955719)  --> STEP: 9 | > loss_disc: 2.1173384189605713 (2.2822452651129828) | > loss_disc_real_0: 0.12880125641822815 (0.15148196948899162) | > loss_disc_real_1: 0.1289861500263214 (0.1517949187093311) | > loss_disc_real_2: 0.24919763207435608 (0.206719727979766) | > loss_disc_real_3: 0.23853574693202972 (0.24863123893737793) | > loss_disc_real_4: 0.22655390202999115 (0.25373271604379016) | > loss_disc_real_5: 0.24069438874721527 (0.23417913748158348) | > loss_0: 2.1173384189605713 (2.2822452651129828) | > loss_gen: 2.978983163833618 (2.5563732518090143) | > loss_kl: 2.3276400566101074 (3.0838453504774304) | > loss_feat: 11.546731948852539 (7.566242323981391) | > loss_mel: 18.50550651550293 (18.12507650587294) | > loss_duration: 2.146925449371338 (2.35784207450019) | > loss_1: 37.50579071044922 (33.68937958611382)  --> STEP: 10 | > loss_disc: 2.721802234649658 (2.3262009620666504) | > loss_disc_real_0: 0.23977918922901154 (0.16031169146299362) | > loss_disc_real_1: 0.19039352238178253 (0.15565477907657624) | > loss_disc_real_2: 0.22751817107200623 (0.20879957228899002) | > loss_disc_real_3: 0.19686582684516907 (0.24345469772815703) | > loss_disc_real_4: 0.3226097822189331 (0.2606204226613045) | > loss_disc_real_5: 0.3245979845523834 (0.24322102218866348) | > loss_0: 2.721802234649658 (2.3262009620666504) | > loss_gen: 2.121513843536377 (2.5128873109817507) | > loss_kl: 2.18650484085083 (2.9941112995147705) | > loss_feat: 3.9364283084869385 (7.203260922431946) | > loss_mel: 12.802694320678711 (17.592838287353516) | > loss_duration: 2.3301005363464355 (2.3550679206848146) | > loss_1: 23.377243041992188 (32.65816593170166)  --> STEP: 11 | > loss_disc: 2.4383108615875244 (2.3363927711140025) | > loss_disc_real_0: 0.18062609434127808 (0.16215845536101947) | > loss_disc_real_1: 0.1583811342716217 (0.1559026295488531) | > loss_disc_real_2: 0.3074356019496918 (0.21776648407632654) | > loss_disc_real_3: 0.2614513039588928 (0.24509075284004211) | > loss_disc_real_4: 0.24315693974494934 (0.2590328333052722) | > loss_disc_real_5: 0.248782217502594 (0.2437265853990208) | > loss_0: 2.4383108615875244 (2.3363927711140025) | > loss_gen: 2.5482611656188965 (2.5161031159487637) | > loss_kl: 3.707392930984497 (3.0589550841938364) | > loss_feat: 6.569173812866211 (7.145616639744151) | > loss_mel: 16.350391387939453 (17.479888569224965) | > loss_duration: 2.550943374633789 (2.372874780134721) | > loss_1: 31.72616195678711 (32.573438297618516)  --> STEP: 12 | > loss_disc: 2.444364547729492 (2.3453904191652932) | > loss_disc_real_0: 0.1077042892575264 (0.1576206081857284) | > loss_disc_real_1: 0.16443698108196259 (0.15661382550994554) | > loss_disc_real_2: 0.2209022492170334 (0.21802779783805212) | > loss_disc_real_3: 0.27321141958236694 (0.24743414173523584) | > loss_disc_real_4: 0.24197788536548615 (0.2576115876436234) | > loss_disc_real_5: 0.26679590344429016 (0.24564902856945992) | > loss_0: 2.444364547729492 (2.3453904191652932) | > loss_gen: 2.2570929527282715 (2.4945189356803894) | > loss_kl: 2.547863721847534 (3.0163641373316445) | > loss_feat: 6.002159118652344 (7.050328512986501) | > loss_mel: 17.135114669799805 (17.451157410939533) | > loss_duration: 2.2852160930633545 (2.3655698895454407) | > loss_1: 30.227447509765625 (32.37793906529744)  --> STEP: 13 | > loss_disc: 2.5525407791137695 (2.361325062238253) | > loss_disc_real_0: 0.2532327175140381 (0.1649753858263676) | > loss_disc_real_1: 0.17263999581336975 (0.15784660784097818) | > loss_disc_real_2: 0.23359836637973785 (0.21922553387972024) | > loss_disc_real_3: 0.25318482518196106 (0.24787650200036856) | > loss_disc_real_4: 0.2574438452720642 (0.2575986843842727) | > loss_disc_real_5: 0.29724258184432983 (0.2496177634367576) | > loss_0: 2.5525407791137695 (2.361325062238253) | > loss_gen: 2.5731847286224365 (2.500570150522085) | > loss_kl: 3.7354509830474854 (3.071678510079017) | > loss_feat: 5.655595779418945 (6.943041379635151) | > loss_mel: 15.934025764465332 (17.334454976595364) | > loss_duration: 2.295987129211426 (2.3602173695197473) | > loss_1: 30.194244384765625 (32.20996255141038)  --> STEP: 14 | > loss_disc: 2.4102425575256348 (2.3648191690444946) | > loss_disc_real_0: 0.21914859116077423 (0.16884490049311093) | > loss_disc_real_1: 0.14755846560001373 (0.15711174053805216) | > loss_disc_real_2: 0.1693677008152008 (0.21566426008939743) | > loss_disc_real_3: 0.22595249116420746 (0.24631050122635706) | > loss_disc_real_4: 0.2634417712688446 (0.25801604773317066) | > loss_disc_real_5: 0.2009667009115219 (0.24614268754209792) | > loss_0: 2.4102425575256348 (2.3648191690444946) | > loss_gen: 2.2715396881103516 (2.48421083177839) | > loss_kl: 4.20660924911499 (3.1527449914387295) | > loss_feat: 7.477975368499756 (6.981250950268337) | > loss_mel: 18.71755599975586 (17.433247906821112) | > loss_duration: 2.427814483642578 (2.365045734814235) | > loss_1: 35.101497650146484 (32.41650077274867)  --> STEP: 15 | > loss_disc: 2.349332094192505 (2.3637866973876953) | > loss_disc_real_0: 0.13259926438331604 (0.16642852475245792) | > loss_disc_real_1: 0.12797248363494873 (0.15516912341117858) | > loss_disc_real_2: 0.1769106537103653 (0.2130806863307953) | > loss_disc_real_3: 0.1773378700017929 (0.2417123258113861) | > loss_disc_real_4: 0.20913904905319214 (0.2547575811545054) | > loss_disc_real_5: 0.20909765362739563 (0.2436730186144511) | > loss_0: 2.349332094192505 (2.3637866973876953) | > loss_gen: 2.1685726642608643 (2.4631682872772216) | > loss_kl: 3.585252523422241 (3.181578826904297) | > loss_feat: 9.763216018676758 (7.166715288162232) | > loss_mel: 18.852834701538086 (17.527887026468914) | > loss_duration: 2.3716320991516113 (2.3654848257700603) | > loss_1: 36.74150466918945 (32.704834365844725)  --> STEP: 16 | > loss_disc: 2.5528082847595215 (2.3756005465984344) | > loss_disc_real_0: 0.29765796661376953 (0.1746303648687899) | > loss_disc_real_1: 0.21365921199321747 (0.15882475394755602) | > loss_disc_real_2: 0.21937908232212067 (0.21347433608025312) | > loss_disc_real_3: 0.23645445704460144 (0.24138370901346207) | > loss_disc_real_4: 0.23339368402957916 (0.2534223375841975) | > loss_disc_real_5: 0.25593480467796326 (0.2444393802434206) | > loss_0: 2.5528082847595215 (2.3756005465984344) | > loss_gen: 2.380438804626465 (2.4579976946115494) | > loss_kl: 2.973360300064087 (3.1685651689767838) | > loss_feat: 5.354400634765625 (7.0534456223249435) | > loss_mel: 16.412765502929688 (17.45819193124771) | > loss_duration: 2.389133930206299 (2.366962894797325) | > loss_1: 29.51009750366211 (32.50516331195831)  --> STEP: 17 | > loss_disc: 2.2810068130493164 (2.370036209330839) | > loss_disc_real_0: 0.09309016168117523 (0.16983388232834198) | > loss_disc_real_1: 0.1404227316379547 (0.15774228204699123) | > loss_disc_real_2: 0.21870377659797668 (0.2137819502283545) | > loss_disc_real_3: 0.24177643656730652 (0.24140681063427644) | > loss_disc_real_4: 0.23451931774616241 (0.2523103952407837) | > loss_disc_real_5: 0.26495322585105896 (0.24564607704386993) | > loss_0: 2.2810068130493164 (2.370036209330839) | > loss_gen: 2.429816484451294 (2.4563399763668285) | > loss_kl: 2.746453285217285 (3.1437350581674015) | > loss_feat: 9.159198760986328 (7.177313454010907) | > loss_mel: 17.794158935546875 (17.477954696206485) | > loss_duration: 2.4529123306274414 (2.3720187439638027) | > loss_1: 34.58253860473633 (32.627361858592316)  --> STEP: 18 | > loss_disc: 2.3091163635253906 (2.366651773452759) | > loss_disc_real_0: 0.18672165274620056 (0.1707720917960008) | > loss_disc_real_1: 0.15484227240085602 (0.15758117039998373) | > loss_disc_real_2: 0.18425633013248444 (0.21214163800080618) | > loss_disc_real_3: 0.22677581012248993 (0.24059397727251053) | > loss_disc_real_4: 0.247103750705719 (0.2520211372110579) | > loss_disc_real_5: 0.19237959384918213 (0.24268682797749838) | > loss_0: 2.3091163635253906 (2.366651773452759) | > loss_gen: 2.509018898010254 (2.4592665831247964) | > loss_kl: 3.3783113956451416 (3.156767076916165) | > loss_feat: 9.966558456420898 (7.332271509700352) | > loss_mel: 16.847951889038086 (17.442954540252686) | > loss_duration: 2.2911648750305176 (2.3675268623563976) | > loss_1: 34.993003845214844 (32.75878641340468)  --> STEP: 19 | > loss_disc: 2.513983726501465 (2.3744060867711116) | > loss_disc_real_0: 0.28247636556625366 (0.1766512640996983) | > loss_disc_real_1: 0.1294500231742859 (0.15610058370389437) | > loss_disc_real_2: 0.23216356337070465 (0.2131954235465903) | > loss_disc_real_3: 0.25286972522735596 (0.24124006927013397) | > loss_disc_real_4: 0.2449997365474701 (0.25165158980771113) | > loss_disc_real_5: 0.20586374402046204 (0.24074877092712804) | > loss_0: 2.513983726501465 (2.3744060867711116) | > loss_gen: 2.570575714111328 (2.465124958439877) | > loss_kl: 2.315464735031128 (3.1124880062906364) | > loss_feat: 9.844694137573242 (7.4645042795883985) | > loss_mel: 16.674861907958984 (17.402528612237226) | > loss_duration: 2.346750020980835 (2.366433344389263) | > loss_1: 33.75234603881836 (32.811079025268555)  --> STEP: 20 | > loss_disc: 2.250882625579834 (2.3682299137115477) | > loss_disc_real_0: 0.13852763175964355 (0.17474508248269557) | > loss_disc_real_1: 0.15692782402038574 (0.15614194571971893) | > loss_disc_real_2: 0.2118384838104248 (0.21312757655978204) | > loss_disc_real_3: 0.22800174355506897 (0.24057815298438073) | > loss_disc_real_4: 0.2896108031272888 (0.25354955047369004) | > loss_disc_real_5: 0.17279353737831116 (0.2373510092496872) | > loss_0: 2.250882625579834 (2.3682299137115477) | > loss_gen: 2.5542030334472656 (2.4695788621902466) | > loss_kl: 2.527777910232544 (3.083252501487732) | > loss_feat: 7.682773113250732 (7.475417721271515) | > loss_mel: 17.900148391723633 (17.427409601211547) | > loss_duration: 2.317620277404785 (2.363992691040039) | > loss_1: 32.982521057128906 (32.81965112686157)  --> STEP: 21 | > loss_disc: 2.1853833198547363 (2.3595229330516996) | > loss_disc_real_0: 0.0752822682261467 (0.1700087579942885) | > loss_disc_real_1: 0.2216740995645523 (0.1592625244742348) | > loss_disc_real_2: 0.15748222172260284 (0.2104777977580116) | > loss_disc_real_3: 0.23560959100723267 (0.24034155479499272) | > loss_disc_real_4: 0.21967309713363647 (0.2519363860289256) | > loss_disc_real_5: 0.1908055692911148 (0.2351345597278504) | > loss_0: 2.1853833198547363 (2.3595229330516996) | > loss_gen: 2.396608352661133 (2.4661040760221935) | > loss_kl: 2.129507064819336 (3.0378360521225702) | > loss_feat: 6.218287944793701 (7.4155543985820955) | > loss_mel: 15.616354942321777 (17.341168903169176) | > loss_duration: 2.166978120803833 (2.354611044838315) | > loss_1: 28.52773666381836 (32.615274247669035)  --> STEP: 22 | > loss_disc: 2.561688184738159 (2.3687122626738115) | > loss_disc_real_0: 0.1702265590429306 (0.17001865804195404) | > loss_disc_real_1: 0.19780851900577545 (0.16101461513475937) | > loss_disc_real_2: 0.20763014256954193 (0.2103483588858084) | > loss_disc_real_3: 0.2534806430339813 (0.2409387860785831) | > loss_disc_real_4: 0.3851841688156128 (0.25799310342832044) | > loss_disc_real_5: 0.31388548016548157 (0.23871414702047) | > loss_0: 2.561688184738159 (2.3687122626738115) | > loss_gen: 2.5932371616363525 (2.471882852641019) | > loss_kl: 2.5997142791748047 (3.0179214260794898) | > loss_feat: 6.77368688583374 (7.386378602548079) | > loss_mel: 16.658166885375977 (17.31012335690585) | > loss_duration: 2.2242331504821777 (2.348684776913036) | > loss_1: 30.84903907775879 (32.53499083085493)  --> STEP: 23 | > loss_disc: 2.4657442569732666 (2.3729310450346572) | > loss_disc_real_0: 0.11715398728847504 (0.1677201940961506) | > loss_disc_real_1: 0.1712360829114914 (0.16145902677722598) | > loss_disc_real_2: 0.2557580769062042 (0.2123226944519126) | > loss_disc_real_3: 0.25249144434928894 (0.2414410755686138) | > loss_disc_real_4: 0.3091174364089966 (0.2602159005144368) | > loss_disc_real_5: 0.23604555428028107 (0.23859812124915744) | > loss_0: 2.4657442569732666 (2.3729310450346572) | > loss_gen: 2.280886650085449 (2.4635786699212114) | > loss_kl: 2.700042724609375 (3.0041006129720937) | > loss_feat: 5.1630377769470215 (7.289711610130642) | > loss_mel: 14.741424560546875 (17.198440800542418) | > loss_duration: 2.2656662464141846 (2.345075275586999) | > loss_1: 27.151058197021484 (32.300906803296954)  --> STEP: 24 | > loss_disc: 2.6218156814575195 (2.383301238218943) | > loss_disc_real_0: 0.2783425748348236 (0.17232945996026197) | > loss_disc_real_1: 0.16729207336902618 (0.16170207038521767) | > loss_disc_real_2: 0.2692452371120453 (0.21469446706275144) | > loss_disc_real_3: 0.3236287534236908 (0.24486556214590868) | > loss_disc_real_4: 0.3376104235649109 (0.2634406723082066) | > loss_disc_real_5: 0.3448770344257355 (0.24302640929818153) | > loss_0: 2.6218156814575195 (2.383301238218943) | > loss_gen: 2.6576056480407715 (2.4716631273428598) | > loss_kl: 2.5402095317840576 (2.984771817922592) | > loss_feat: 4.996110916137695 (7.194144914547603) | > loss_mel: 14.7884521484375 (17.098024606704712) | > loss_duration: 2.445844888687134 (2.3492740094661713) | > loss_1: 27.42822265625 (32.09787829717)  --> STEP: 25 | > loss_disc: 2.137877941131592 (2.3734843063354494) | > loss_disc_real_0: 0.18708887696266174 (0.17291983664035798) | > loss_disc_real_1: 0.1473126858472824 (0.16112649500370024) | > loss_disc_real_2: 0.20832200348377228 (0.21443956851959228) | > loss_disc_real_3: 0.21697375178337097 (0.24374988973140715) | > loss_disc_real_4: 0.1657148152589798 (0.2595316380262376) | > loss_disc_real_5: 0.17710383236408234 (0.24038950622081756) | > loss_0: 2.137877941131592 (2.3734843063354494) | > loss_gen: 2.5401625633239746 (2.4744031047821045) | > loss_kl: 3.092435598373413 (2.989078369140625) | > loss_feat: 8.242866516113281 (7.236093778610229) | > loss_mel: 16.762659072875977 (17.084609985351562) | > loss_duration: 2.422003984451294 (2.352183208465576) | > loss_1: 33.06012725830078 (32.13636825561523)  --> STEP: 26 | > loss_disc: 2.4373996257781982 (2.3759425878524785) | > loss_disc_real_0: 0.25326400995254517 (0.17600999715236518) | > loss_disc_real_1: 0.15039783716201782 (0.1607138543174817) | > loss_disc_real_2: 0.2158595472574234 (0.21449418308643195) | > loss_disc_real_3: 0.23487040400505066 (0.24340837104962423) | > loss_disc_real_4: 0.19998057186603546 (0.25724121240469133) | > loss_disc_real_5: 0.16537098586559296 (0.2375041785148474) | > loss_0: 2.4373996257781982 (2.3759425878524785) | > loss_gen: 2.151756763458252 (2.4619936301158023) | > loss_kl: 2.433340072631836 (2.9677038192749023) | > loss_feat: 7.491722106933594 (7.245925637391897) | > loss_mel: 17.745540618896484 (17.11003039433406) | > loss_duration: 2.252410411834717 (2.348345793210543) | > loss_1: 32.07476806640625 (32.13399901756873) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025540498586801384 (+3.778017484224773e-05) | > avg_loss_disc: 2.3759425878524785 (-0.08773422241210893) | > avg_loss_disc_real_0: 0.17600999715236518 (-0.033453352462786884) | > avg_loss_disc_real_1: 0.1607138543174817 (-0.04375216479484853) | > avg_loss_disc_real_2: 0.21449418308643195 (-0.033249577650657) | > avg_loss_disc_real_3: 0.24340837104962423 (-0.022965437517716264) | > avg_loss_disc_real_4: 0.25724121240469133 (+0.0010756225540088926) | > avg_loss_disc_real_5: 0.2375041785148474 (-0.01680786162614817) | > avg_loss_0: 2.3759425878524785 (-0.08773422241210893) | > avg_loss_gen: 2.4619936301158023 (-0.10881898036369941) | > avg_loss_kl: 2.9677038192749023 (-0.13653193528835583) | > avg_loss_feat: 7.245925637391897 (+0.7795106172561637) | > avg_loss_mel: 17.11003039433406 (+0.23507818808922565) | > avg_loss_duration: 2.348345793210543 (-0.011825405634366959) | > avg_loss_1: 32.13399901756873 (+0.7574118834275438)  > EPOCH: 878/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:08:44)   --> TIME: 2024-06-12 06:08:49 -- STEP: 9/330 -- GLOBAL_STEP: 377750 | > loss_disc: 2.432760238647461 (2.3242175579071045) | > loss_disc_real_0: 0.11513405293226242 (0.09682794908682506) | > loss_disc_real_1: 0.20005851984024048 (0.19020683566729227) | > loss_disc_real_2: 0.2382151335477829 (0.20718413756953347) | > loss_disc_real_3: 0.2472134679555893 (0.23078993128405678) | > loss_disc_real_4: 0.22808629274368286 (0.22761313120524088) | > loss_disc_real_5: 0.24647164344787598 (0.22848444845941332) | > loss_0: 2.432760238647461 (2.3242175579071045) | > grad_norm_0: tensor(7.6131, device='cuda:0') (tensor(8.9366, device='cuda:0')) | > loss_gen: 2.5504729747772217 (2.5103913148244223) | > loss_kl: 2.03727388381958 (1.8859263128704495) | > loss_feat: 6.961903095245361 (7.090801133049859) | > loss_mel: 17.896455764770508 (17.73610517713759) | > loss_duration: 2.0524020195007324 (2.0975088013543024) | > loss_1: 31.49850845336914 (31.320732752482098) | > grad_norm_1: tensor(88.0992, device='cuda:0') (tensor(83.2640, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3527 (0.3658375210232205) | > loader_time: 0.0028 (0.0029069052802191842)  --> TIME: 2024-06-12 06:08:58 -- STEP: 34/330 -- GLOBAL_STEP: 377775 | > loss_disc: 2.243316173553467 (2.3320420770084156) | > loss_disc_real_0: 0.09237048029899597 (0.1037605593309683) | > loss_disc_real_1: 0.21934503316879272 (0.19741597421029033) | > loss_disc_real_2: 0.20192576944828033 (0.20605170551468344) | > loss_disc_real_3: 0.23558983206748962 (0.22781460951356328) | > loss_disc_real_4: 0.2127460241317749 (0.2277553866014761) | > loss_disc_real_5: 0.20717565715312958 (0.22182829283616123) | > loss_0: 2.243316173553467 (2.3320420770084156) | > grad_norm_0: tensor(5.9030, device='cuda:0') (tensor(9.4068, device='cuda:0')) | > loss_gen: 2.618584632873535 (2.494363357039059) | > loss_kl: 2.0393126010894775 (1.9134505320997799) | > loss_feat: 7.022266864776611 (6.924976741566377) | > loss_mel: 17.102855682373047 (17.51690713097067) | > loss_duration: 2.0112390518188477 (2.002642179236693) | > loss_1: 30.79425811767578 (30.85233974456787) | > grad_norm_1: tensor(55.6204, device='cuda:0') (tensor(77.4580, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3539 (0.3584403430714327) | > loader_time: 0.003 (0.003153807976666619)  --> TIME: 2024-06-12 06:09:07 -- STEP: 59/330 -- GLOBAL_STEP: 377800 | > loss_disc: 2.318514108657837 (2.3302272053088173) | > loss_disc_real_0: 0.09248065203428268 (0.1042346743456388) | > loss_disc_real_1: 0.19333702325820923 (0.1965391125719426) | > loss_disc_real_2: 0.21507136523723602 (0.20836496353149414) | > loss_disc_real_3: 0.2254847288131714 (0.2265884191808054) | > loss_disc_real_4: 0.21314819157123566 (0.2293223248699964) | > loss_disc_real_5: 0.21003858745098114 (0.2210227430371915) | > loss_0: 2.318514108657837 (2.3302272053088173) | > grad_norm_0: tensor(9.8030, device='cuda:0') (tensor(8.4474, device='cuda:0')) | > loss_gen: 2.5284628868103027 (2.4992154695219915) | > loss_kl: 1.9131091833114624 (1.9434974658287179) | > loss_feat: 7.0222578048706055 (6.943280753442797) | > loss_mel: 16.89186668395996 (17.332932714688575) | > loss_duration: 1.9350190162658691 (1.9859095629999193) | > loss_1: 30.290714263916016 (30.704836021035405) | > grad_norm_1: tensor(70.3151, device='cuda:0') (tensor(76.7807, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.352 (0.3578787819813874) | > loader_time: 0.0034 (0.003308320449570478)  --> TIME: 2024-06-12 06:09:16 -- STEP: 84/330 -- GLOBAL_STEP: 377825 | > loss_disc: 2.2953810691833496 (2.3366356009528744) | > loss_disc_real_0: 0.10318570584058762 (0.10479458660951682) | > loss_disc_real_1: 0.20428743958473206 (0.19607708816017427) | > loss_disc_real_2: 0.21197286248207092 (0.20978600567295438) | > loss_disc_real_3: 0.2255742996931076 (0.22705413755916415) | > loss_disc_real_4: 0.2334098070859909 (0.2304204168419043) | > loss_disc_real_5: 0.23301543295383453 (0.22246373799585162) | > loss_0: 2.2953810691833496 (2.3366356009528744) | > grad_norm_0: tensor(9.7987, device='cuda:0') (tensor(8.3966, device='cuda:0')) | > loss_gen: 2.58073353767395 (2.4928367790721713) | > loss_kl: 1.9501259326934814 (1.955955987884885) | > loss_feat: 6.658438682556152 (6.959917068481445) | > loss_mel: 16.344173431396484 (17.245894261768886) | > loss_duration: 2.051874876022339 (1.9791829529262723) | > loss_1: 29.585346221923828 (30.633786996205647) | > grad_norm_1: tensor(82.6529, device='cuda:0') (tensor(78.4271, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3656 (0.3606705552055723) | > loader_time: 0.0045 (0.0034932607696169897)  --> TIME: 2024-06-12 06:09:26 -- STEP: 109/330 -- GLOBAL_STEP: 377850 | > loss_disc: 2.384005546569824 (2.3411234781282757) | > loss_disc_real_0: 0.0868287980556488 (0.1072469709799924) | > loss_disc_real_1: 0.22274811565876007 (0.19695804931155042) | > loss_disc_real_2: 0.20868653059005737 (0.20954088839369084) | > loss_disc_real_3: 0.23787271976470947 (0.22679449535837962) | > loss_disc_real_4: 0.27421852946281433 (0.23116680911374748) | > loss_disc_real_5: 0.24381610751152039 (0.22277937337346032) | > loss_0: 2.384005546569824 (2.3411234781282757) | > grad_norm_0: tensor(15.6041, device='cuda:0') (tensor(8.4968, device='cuda:0')) | > loss_gen: 2.4084715843200684 (2.4894462309846093) | > loss_kl: 1.8882464170455933 (1.959673238456796) | > loss_feat: 6.685360431671143 (6.9429849440898375) | > loss_mel: 17.484268188476562 (17.217531247970168) | > loss_duration: 1.9345983266830444 (1.9814216817190888) | > loss_1: 30.40094566345215 (30.59105736618742) | > grad_norm_1: tensor(80.4373, device='cuda:0') (tensor(87.0424, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3742 (0.36293573991968003) | > loader_time: 0.0036 (0.0036012273315989642)  --> TIME: 2024-06-12 06:09:35 -- STEP: 134/330 -- GLOBAL_STEP: 377875 | > loss_disc: 2.285076856613159 (2.343346008613928) | > loss_disc_real_0: 0.09111608564853668 (0.10890369039418092) | > loss_disc_real_1: 0.1858072578907013 (0.19590168057092983) | > loss_disc_real_2: 0.1857118159532547 (0.20969136704259844) | > loss_disc_real_3: 0.2168625444173813 (0.22710554379580628) | > loss_disc_real_4: 0.20494401454925537 (0.2304537842300401) | > loss_disc_real_5: 0.21008619666099548 (0.2223829367934768) | > loss_0: 2.285076856613159 (2.343346008613928) | > grad_norm_0: tensor(12.9876, device='cuda:0') (tensor(9.0096, device='cuda:0')) | > loss_gen: 2.4681856632232666 (2.48697834940099) | > loss_kl: 2.068521022796631 (1.9803034689889025) | > loss_feat: 7.400242805480957 (6.963963732790591) | > loss_mel: 17.264148712158203 (17.234105971322133) | > loss_duration: 2.01315975189209 (1.9859446393909739) | > loss_1: 31.214256286621094 (30.65129617434829) | > grad_norm_1: tensor(229.3641, device='cuda:0') (tensor(99.2608, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3725 (0.3646050495887871) | > loader_time: 0.0041 (0.003707120667642622)  --> TIME: 2024-06-12 06:09:45 -- STEP: 159/330 -- GLOBAL_STEP: 377900 | > loss_disc: 2.3064980506896973 (2.348334825263832) | > loss_disc_real_0: 0.14564739167690277 (0.1103359304790227) | > loss_disc_real_1: 0.1866406351327896 (0.1957209998706602) | > loss_disc_real_2: 0.22451192140579224 (0.21089615152691896) | > loss_disc_real_3: 0.24431255459785461 (0.22861585227198572) | > loss_disc_real_4: 0.23396173119544983 (0.23056702793769115) | > loss_disc_real_5: 0.21631060540676117 (0.22247936225162362) | > loss_0: 2.3064980506896973 (2.348334825263832) | > grad_norm_0: tensor(26.7548, device='cuda:0') (tensor(10.4570, device='cuda:0')) | > loss_gen: 2.491809606552124 (2.4853444549272643) | > loss_kl: 2.0839951038360596 (1.9944410781440496) | > loss_feat: 7.617313861846924 (6.966766687309217) | > loss_mel: 17.0383358001709 (17.233285514063812) | > loss_duration: 2.0204977989196777 (1.9905154682555288) | > loss_1: 31.251953125 (30.670353235688598) | > grad_norm_1: tensor(363.4962, device='cuda:0') (tensor(126.1528, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.392 (0.3692077165879542) | > loader_time: 0.0049 (0.0038203458366154125)  --> TIME: 2024-06-12 06:09:55 -- STEP: 184/330 -- GLOBAL_STEP: 377925 | > loss_disc: 2.3051042556762695 (2.3456563755221977) | > loss_disc_real_0: 0.07493802905082703 (0.11062241112813354) | > loss_disc_real_1: 0.1702614575624466 (0.1951278469160847) | > loss_disc_real_2: 0.23409809172153473 (0.21067842905936035) | > loss_disc_real_3: 0.25157663226127625 (0.22788772335195023) | > loss_disc_real_4: 0.20546533167362213 (0.23051282633905826) | > loss_disc_real_5: 0.21823154389858246 (0.22217375744620096) | > loss_0: 2.3051042556762695 (2.3456563755221977) | > grad_norm_0: tensor(13.2385, device='cuda:0') (tensor(11.8050, device='cuda:0')) | > loss_gen: 2.7181122303009033 (2.492839060399844) | > loss_kl: 2.0458438396453857 (2.0068692545528) | > loss_feat: 6.894442081451416 (6.989010683868242) | > loss_mel: 16.73785400390625 (17.198545989782932) | > loss_duration: 2.0215330123901367 (1.997865156634994) | > loss_1: 30.41778564453125 (30.68513018151988) | > grad_norm_1: tensor(298.7510, device='cuda:0') (tensor(149.3739, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3837 (0.3715825003126392) | > loader_time: 0.0044 (0.00394311028978099)  --> TIME: 2024-06-12 06:10:05 -- STEP: 209/330 -- GLOBAL_STEP: 377950 | > loss_disc: 2.3054230213165283 (2.3464976965525506) | > loss_disc_real_0: 0.09017577767372131 (0.11190768372285309) | > loss_disc_real_1: 0.15252098441123962 (0.1956425132363607) | > loss_disc_real_2: 0.2181442230939865 (0.21076302615364204) | > loss_disc_real_3: 0.22044725716114044 (0.2277736727273065) | > loss_disc_real_4: 0.21832014620304108 (0.23068189293003538) | > loss_disc_real_5: 0.2040906548500061 (0.221055901150384) | > loss_0: 2.3054230213165283 (2.3464976965525506) | > grad_norm_0: tensor(11.2360, device='cuda:0') (tensor(13.6421, device='cuda:0')) | > loss_gen: 2.5305891036987305 (2.495276412325042) | > loss_kl: 2.069228172302246 (2.0118111400512984) | > loss_feat: 7.019795894622803 (7.0007436309704945) | > loss_mel: 16.364696502685547 (17.164938164669945) | > loss_duration: 2.091576337814331 (2.006577642910787) | > loss_1: 30.075885772705078 (30.679346997201726) | > grad_norm_1: tensor(425.2070, device='cuda:0') (tensor(174.7747, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.3946 (0.3742222831580056) | > loader_time: 0.0049 (0.0040798575113834955)  --> TIME: 2024-06-12 06:10:16 -- STEP: 234/330 -- GLOBAL_STEP: 377975 | > loss_disc: 2.403613567352295 (2.344894393896445) | > loss_disc_real_0: 0.17609332501888275 (0.11293898284053192) | > loss_disc_real_1: 0.2025144249200821 (0.19573890494230467) | > loss_disc_real_2: 0.18528474867343903 (0.21042540026271445) | > loss_disc_real_3: 0.23053200542926788 (0.2276803363337476) | > loss_disc_real_4: 0.22077226638793945 (0.23061902872008136) | > loss_disc_real_5: 0.19605106115341187 (0.2199393517823301) | > loss_0: 2.403613567352295 (2.344894393896445) | > grad_norm_0: tensor(55.0672, device='cuda:0') (tensor(14.9554, device='cuda:0')) | > loss_gen: 2.3752336502075195 (2.503892234247974) | > loss_kl: 2.170675039291382 (2.0144555950776115) | > loss_feat: 6.8168792724609375 (7.013402946993836) | > loss_mel: 16.08818244934082 (17.12362611803235) | > loss_duration: 2.080112934112549 (2.0156397366116168) | > loss_1: 29.531082153320312 (30.671016619755672) | > grad_norm_1: tensor(479.0471, device='cuda:0') (tensor(199.9454, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.4458 (0.37764888645237316) | > loader_time: 0.006 (0.0042173220561100904)  --> TIME: 2024-06-12 06:10:26 -- STEP: 259/330 -- GLOBAL_STEP: 378000 | > loss_disc: 2.383742094039917 (2.3481348858836992) | > loss_disc_real_0: 0.13225126266479492 (0.11470573596857689) | > loss_disc_real_1: 0.21075136959552765 (0.19583709066208727) | > loss_disc_real_2: 0.21114742755889893 (0.21084291680669232) | > loss_disc_real_3: 0.23109491169452667 (0.22815305955391593) | > loss_disc_real_4: 0.23365086317062378 (0.2312394557772456) | > loss_disc_real_5: 0.2416735589504242 (0.21998079276453114) | > loss_0: 2.383742094039917 (2.3481348858836992) | > grad_norm_0: tensor(34.2977, device='cuda:0') (tensor(17.1623, device='cuda:0')) | > loss_gen: 2.4455151557922363 (2.5058808207051633) | > loss_kl: 1.959737777709961 (2.0189617554653556) | > loss_feat: 7.063422679901123 (7.028393141551367) | > loss_mel: 16.6923770904541 (17.094369777841468) | > loss_duration: 2.1235852241516113 (2.0242242504731083) | > loss_1: 30.284637451171875 (30.67182973913244) | > grad_norm_1: tensor(670.6138, device='cuda:0') (tensor(228.3098, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.4212 (0.3824256552692545) | > loader_time: 0.0055 (0.004372883027124591) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_378000.pth  --> TIME: 2024-06-12 06:10:43 -- STEP: 284/330 -- GLOBAL_STEP: 378025 | > loss_disc: 2.4946486949920654 (2.353142225406539) | > loss_disc_real_0: 0.16186341643333435 (0.11534932528583097) | > loss_disc_real_1: 0.23454368114471436 (0.1963593230490953) | > loss_disc_real_2: 0.2417578250169754 (0.21089773730073175) | > loss_disc_real_3: 0.22358356416225433 (0.22827318211046743) | > loss_disc_real_4: 0.24129199981689453 (0.23127995447163854) | > loss_disc_real_5: 0.23247253894805908 (0.21993866074882762) | > loss_0: 2.4946486949920654 (2.353142225406539) | > grad_norm_0: tensor(47.1759, device='cuda:0') (tensor(18.5346, device='cuda:0')) | > loss_gen: 2.529669761657715 (2.5015722353693466) | > loss_kl: 2.106322765350342 (2.024337443247646) | > loss_feat: 6.941915988922119 (7.025541837786284) | > loss_mel: 16.586851119995117 (17.050380874687527) | > loss_duration: 2.1541748046875 (2.0343363314447243) | > loss_1: 30.31893539428711 (30.636168755276103) | > grad_norm_1: tensor(186.6656, device='cuda:0') (tensor(246.8489, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.4382 (0.3890756326661982) | > loader_time: 0.007 (0.004559141649326809)  --> TIME: 2024-06-12 06:10:55 -- STEP: 309/330 -- GLOBAL_STEP: 378050 | > loss_disc: 2.409111261367798 (2.357989146871474) | > loss_disc_real_0: 0.15235933661460876 (0.11774219667786148) | > loss_disc_real_1: 0.1934453248977661 (0.19685680903856037) | > loss_disc_real_2: 0.1989077478647232 (0.21087736412159447) | > loss_disc_real_3: 0.2266986072063446 (0.22838693543738145) | > loss_disc_real_4: 0.24941150844097137 (0.23137809070954435) | > loss_disc_real_5: 0.21501769125461578 (0.21932912846984987) | > loss_0: 2.409111261367798 (2.357989146871474) | > grad_norm_0: tensor(44.0398, device='cuda:0') (tensor(20.3505, device='cuda:0')) | > loss_gen: 2.550123691558838 (2.498511146187396) | > loss_kl: 2.099778413772583 (2.02760573151042) | > loss_feat: 7.464635848999023 (7.037773880757946) | > loss_mel: 16.631046295166016 (16.9996193882717) | > loss_duration: 2.218628406524658 (2.0466152776792184) | > loss_1: 30.96421241760254 (30.610125483046843) | > grad_norm_1: tensor(109.9243, device='cuda:0') (tensor(266.9718, device='cuda:0')) | > current_lr_0: 0.0001792103949875253 | > current_lr_1: 0.0001792103949875253 | > step_time: 0.496 (0.39609816776510176) | > loader_time: 0.0074 (0.004731008535835737)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6239700317382812 (2.6239700317382812) | > loss_disc_real_0: 0.30969369411468506 (0.30969369411468506) | > loss_disc_real_1: 0.24376443028450012 (0.24376443028450012) | > loss_disc_real_2: 0.26709702610969543 (0.26709702610969543) | > loss_disc_real_3: 0.29191696643829346 (0.29191696643829346) | > loss_disc_real_4: 0.26810717582702637 (0.26810717582702637) | > loss_disc_real_5: 0.20771504938602448 (0.20771504938602448) | > loss_0: 2.6239700317382812 (2.6239700317382812) | > loss_gen: 2.4484922885894775 (2.4484922885894775) | > loss_kl: 2.6258723735809326 (2.6258723735809326) | > loss_feat: 6.478741645812988 (6.478741645812988) | > loss_mel: 17.94587516784668 (17.94587516784668) | > loss_duration: 3.110882043838501 (3.110882043838501) | > loss_1: 32.60986328125 (32.60986328125)  --> STEP: 1 | > loss_disc: 2.4948863983154297 (2.4948863983154297) | > loss_disc_real_0: 0.08798229694366455 (0.08798229694366455) | > loss_disc_real_1: 0.21318037807941437 (0.21318037807941437) | > loss_disc_real_2: 0.21509549021720886 (0.21509549021720886) | > loss_disc_real_3: 0.25060346722602844 (0.25060346722602844) | > loss_disc_real_4: 0.23271164298057556 (0.23271164298057556) | > loss_disc_real_5: 0.1995762288570404 (0.1995762288570404) | > loss_0: 2.4948863983154297 (2.4948863983154297) | > loss_gen: 2.254485607147217 (2.254485607147217) | > loss_kl: 3.3419156074523926 (3.3419156074523926) | > loss_feat: 4.783061504364014 (4.783061504364014) | > loss_mel: 17.66407585144043 (17.66407585144043) | > loss_duration: 2.507767915725708 (2.507767915725708) | > loss_1: 30.551307678222656 (30.551307678222656)  --> STEP: 2 | > loss_disc: 2.4557533264160156 (2.4753198623657227) | > loss_disc_real_0: 0.12098731100559235 (0.10448480397462845) | > loss_disc_real_1: 0.19730748236179352 (0.20524393022060394) | > loss_disc_real_2: 0.24139270186424255 (0.2282440960407257) | > loss_disc_real_3: 0.25563108921051025 (0.25311727821826935) | > loss_disc_real_4: 0.20582032203674316 (0.21926598250865936) | > loss_disc_real_5: 0.17021705210208893 (0.18489664047956467) | > loss_0: 2.4557533264160156 (2.4753198623657227) | > loss_gen: 2.176517963409424 (2.2155017852783203) | > loss_kl: 3.076479911804199 (3.209197759628296) | > loss_feat: 5.392151355743408 (5.087606430053711) | > loss_mel: 17.43499183654785 (17.54953384399414) | > loss_duration: 2.494231700897217 (2.5009998083114624) | > loss_1: 30.574373245239258 (30.562840461730957)  --> STEP: 3 | > loss_disc: 2.2432355880737305 (2.397958437601725) | > loss_disc_real_0: 0.15810200572013855 (0.12235720455646515) | > loss_disc_real_1: 0.19234134256839752 (0.20094306766986847) | > loss_disc_real_2: 0.21135622262954712 (0.22261480490366617) | > loss_disc_real_3: 0.20583060383796692 (0.2373550534248352) | > loss_disc_real_4: 0.14935389161109924 (0.19596195220947266) | > loss_disc_real_5: 0.14138519763946533 (0.17039282619953156) | > loss_0: 2.2432355880737305 (2.397958437601725) | > loss_gen: 2.462202310562134 (2.2977352937062583) | > loss_kl: 3.674086570739746 (3.364160696665446) | > loss_feat: 7.475480079650879 (5.883564313252767) | > loss_mel: 16.99747657775879 (17.365514755249023) | > loss_duration: 2.4311413764953613 (2.477713664372762) | > loss_1: 33.04038619995117 (31.388689041137695)  --> STEP: 4 | > loss_disc: 2.44014835357666 (2.408505916595459) | > loss_disc_real_0: 0.11039286851882935 (0.1193661205470562) | > loss_disc_real_1: 0.16697093844413757 (0.19245003536343575) | > loss_disc_real_2: 0.2467653453350067 (0.2286524400115013) | > loss_disc_real_3: 0.2687048614025116 (0.2451925054192543) | > loss_disc_real_4: 0.21642214059829712 (0.20107699930667877) | > loss_disc_real_5: 0.32991331815719604 (0.21027294918894768) | > loss_0: 2.44014835357666 (2.408505916595459) | > loss_gen: 2.484973430633545 (2.34454482793808) | > loss_kl: 4.182476997375488 (3.5687397718429565) | > loss_feat: 8.066996574401855 (6.429422378540039) | > loss_mel: 18.735620498657227 (17.708041191101074) | > loss_duration: 2.347627878189087 (2.4451922178268433) | > loss_1: 35.81769561767578 (32.49594068527222)  --> STEP: 5 | > loss_disc: 2.5873067378997803 (2.4442660808563232) | > loss_disc_real_0: 0.22570350766181946 (0.14063359797000885) | > loss_disc_real_1: 0.14657855033874512 (0.18327573835849761) | > loss_disc_real_2: 0.23335938155651093 (0.22959382832050323) | > loss_disc_real_3: 0.3308998644351959 (0.2623339772224426) | > loss_disc_real_4: 0.2359681874513626 (0.20805523693561553) | > loss_disc_real_5: 0.25919297337532043 (0.22005695402622222) | > loss_0: 2.5873067378997803 (2.4442660808563232) | > loss_gen: 2.2340400218963623 (2.3224438667297362) | > loss_kl: 3.358607530593872 (3.52671332359314) | > loss_feat: 4.777153015136719 (6.098968505859375) | > loss_mel: 18.203128814697266 (17.80705871582031) | > loss_duration: 2.4600725173950195 (2.4481682777404785) | > loss_1: 31.033000946044922 (32.203352737426755)  --> STEP: 6 | > loss_disc: 2.6480536460876465 (2.478230675061544) | > loss_disc_real_0: 0.2048642337322235 (0.15133870393037796) | > loss_disc_real_1: 0.1917688399553299 (0.184691255291303) | > loss_disc_real_2: 0.25547316670417786 (0.233907051384449) | > loss_disc_real_3: 0.29543808102607727 (0.2678513278563817) | > loss_disc_real_4: 0.25478941202163696 (0.2158442661166191) | > loss_disc_real_5: 0.21811030805110931 (0.21973251303037009) | > loss_0: 2.6480536460876465 (2.478230675061544) | > loss_gen: 2.317193031311035 (2.321568727493286) | > loss_kl: 3.003192186355591 (3.439459800720215) | > loss_feat: 5.301309108734131 (5.966025273005168) | > loss_mel: 16.154836654663086 (17.53168837229411) | > loss_duration: 2.222008228302002 (2.410474936167399) | > loss_1: 28.998538970947266 (31.669217109680176)  --> STEP: 7 | > loss_disc: 2.3962979316711426 (2.4665259974343434) | > loss_disc_real_0: 0.1663500815629959 (0.15348318644932338) | > loss_disc_real_1: 0.2515837550163269 (0.19424732668059214) | > loss_disc_real_2: 0.21035721898078918 (0.2305427896124976) | > loss_disc_real_3: 0.2965076267719269 (0.27194508484431673) | > loss_disc_real_4: 0.28829213976860046 (0.22619396235261643) | > loss_disc_real_5: 0.23764613270759583 (0.22229160155568803) | > loss_0: 2.3962979316711426 (2.4665259974343434) | > loss_gen: 2.6057910919189453 (2.3621719224112376) | > loss_kl: 4.2634758949279785 (3.5571763856070384) | > loss_feat: 5.377274990081787 (5.881918089730399) | > loss_mel: 17.853731155395508 (17.577694484165736) | > loss_duration: 2.5162806510925293 (2.4255900382995605) | > loss_1: 32.616554260253906 (31.804550988333567)  --> STEP: 8 | > loss_disc: 2.340562343597412 (2.450780540704727) | > loss_disc_real_0: 0.1705266535282135 (0.15561361983418465) | > loss_disc_real_1: 0.1715727299451828 (0.19141300208866596) | > loss_disc_real_2: 0.22013506293296814 (0.22924182377755642) | > loss_disc_real_3: 0.19691340625286102 (0.2625661250203848) | > loss_disc_real_4: 0.17412476241588593 (0.21968531236052513) | > loss_disc_real_5: 0.20099535584449768 (0.21962957084178925) | > loss_0: 2.340562343597412 (2.450780540704727) | > loss_gen: 2.3710761070251465 (2.363284945487976) | > loss_kl: 2.6572425365448 (3.4446846544742584) | > loss_feat: 9.632887840270996 (6.350789308547974) | > loss_mel: 19.487668991088867 (17.816441297531128) | > loss_duration: 2.273834705352783 (2.4066206216812134) | > loss_1: 36.42271041870117 (32.38182091712952)  --> STEP: 9 | > loss_disc: 2.526031970977783 (2.459141810735067) | > loss_disc_real_0: 0.1954587697982788 (0.160040858719084) | > loss_disc_real_1: 0.2286226898431778 (0.19554741183916727) | > loss_disc_real_2: 0.2552241384983063 (0.23212874763541752) | > loss_disc_real_3: 0.36416786909103394 (0.27385520769490135) | > loss_disc_real_4: 0.2830188274383545 (0.22672236959139505) | > loss_disc_real_5: 0.2539425790309906 (0.22344212730725607) | > loss_0: 2.526031970977783 (2.459141810735067) | > loss_gen: 2.700479030609131 (2.4007509549458823) | > loss_kl: 2.9120290279388428 (3.3855006959703235) | > loss_feat: 6.446484088897705 (6.361422061920166) | > loss_mel: 18.2031192779541 (17.859405517578125) | > loss_duration: 2.16975736618042 (2.380302482181125) | > loss_1: 32.43186950683594 (32.38738187154134)  --> STEP: 10 | > loss_disc: 2.4221596717834473 (2.455443596839905) | > loss_disc_real_0: 0.13627511262893677 (0.15766428411006927) | > loss_disc_real_1: 0.15969987213611603 (0.19196265786886216) | > loss_disc_real_2: 0.19507092237472534 (0.22842296510934829) | > loss_disc_real_3: 0.322786808013916 (0.27874836772680284) | > loss_disc_real_4: 0.28844016790390015 (0.23289414942264558) | > loss_disc_real_5: 0.30986425280570984 (0.23208433985710145) | > loss_0: 2.4221596717834473 (2.455443596839905) | > loss_gen: 2.5975406169891357 (2.4204299211502076) | > loss_kl: 2.7590560913085938 (3.32285623550415) | > loss_feat: 6.958939075469971 (6.421173763275147) | > loss_mel: 17.48401641845703 (17.821866607666017) | > loss_duration: 2.4260647296905518 (2.384878706932068) | > loss_1: 32.225616455078125 (32.37120532989502)  --> STEP: 11 | > loss_disc: 2.5483078956604004 (2.4638858058235864) | > loss_disc_real_0: 0.14320001006126404 (0.15634935010563245) | > loss_disc_real_1: 0.2604134678840637 (0.19818545877933502) | > loss_disc_real_2: 0.2078879177570343 (0.2265561426227743) | > loss_disc_real_3: 0.2686282694339752 (0.27782835879109125) | > loss_disc_real_4: 0.28221577405929565 (0.23737793348052286) | > loss_disc_real_5: 0.22587154805660248 (0.23151954060251062) | > loss_0: 2.5483078956604004 (2.4638858058235864) | > loss_gen: 2.426102638244629 (2.4209456227042456) | > loss_kl: 3.5692877769470215 (3.345259102908048) | > loss_feat: 5.489709854125977 (6.336495226079768) | > loss_mel: 17.524261474609375 (17.794811595569957) | > loss_duration: 2.4935572147369385 (2.3947585712779653) | > loss_1: 31.502918243408203 (32.2922701402144)  --> STEP: 12 | > loss_disc: 2.670903205871582 (2.481137255827586) | > loss_disc_real_0: 0.11299825459718704 (0.15273675881326199) | > loss_disc_real_1: 0.3035004436969757 (0.20696170752247176) | > loss_disc_real_2: 0.33027201890945435 (0.23519913231333098) | > loss_disc_real_3: 0.3468363285064697 (0.2835790229340394) | > loss_disc_real_4: 0.24286743998527527 (0.23783539235591888) | > loss_disc_real_5: 0.21923740208148956 (0.2304960290590922) | > loss_0: 2.670903205871582 (2.481137255827586) | > loss_gen: 2.578401803970337 (2.4340669711430865) | > loss_kl: 2.4461257457733154 (3.27033132314682) | > loss_feat: 5.892428874969482 (6.299489696820577) | > loss_mel: 16.04261589050293 (17.648795286814373) | > loss_duration: 2.2717838287353516 (2.3845106760660806) | > loss_1: 29.231355667114258 (32.03719393412272)  --> STEP: 13 | > loss_disc: 2.5848212242126465 (2.4891129457033596) | > loss_disc_real_0: 0.15163445472717285 (0.15265196619125512) | > loss_disc_real_1: 0.24850842356681824 (0.21015760875665224) | > loss_disc_real_2: 0.22894898056983948 (0.23471835140998548) | > loss_disc_real_3: 0.2603951692581177 (0.28179564957435316) | > loss_disc_real_4: 0.2524467706680298 (0.23895934453377357) | > loss_disc_real_5: 0.21768198907375336 (0.2295103336756046) | > loss_0: 2.5848212242126465 (2.4891129457033596) | > loss_gen: 2.341423749923706 (2.4269405695108266) | > loss_kl: 3.45184063911438 (3.2842935782212477) | > loss_feat: 6.183467864990234 (6.290564940525935) | > loss_mel: 17.401124954223633 (17.62974372276893) | > loss_duration: 2.3170905113220215 (2.379324509547307) | > loss_1: 31.694948196411133 (32.01086733891414)  --> STEP: 14 | > loss_disc: 2.434462070465088 (2.4852093117577687) | > loss_disc_real_0: 0.15801873803138733 (0.15303530703697885) | > loss_disc_real_1: 0.10483024269342422 (0.20263422546642168) | > loss_disc_real_2: 0.3052751123905182 (0.23975812005145208) | > loss_disc_real_3: 0.294211208820343 (0.282682475234781) | > loss_disc_real_4: 0.22982551157474518 (0.23830692789384297) | > loss_disc_real_5: 0.26713651418685913 (0.23219791799783707) | > loss_0: 2.434462070465088 (2.4852093117577687) | > loss_gen: 2.380831003189087 (2.423647029059274) | > loss_kl: 3.839829683303833 (3.3239747285842896) | > loss_feat: 7.746477127075195 (6.394558668136597) | > loss_mel: 18.058218002319336 (17.6603490284511) | > loss_duration: 2.3178021907806396 (2.374930058206831) | > loss_1: 34.34315872192383 (32.17745958055769)  --> STEP: 15 | > loss_disc: 2.5025217533111572 (2.486363474527995) | > loss_disc_real_0: 0.1407303512096405 (0.15221497664848962) | > loss_disc_real_1: 0.18068121373653412 (0.20117069135109583) | > loss_disc_real_2: 0.18754708766937256 (0.23627738455931346) | > loss_disc_real_3: 0.23402583599090576 (0.27943869928518933) | > loss_disc_real_4: 0.2157982736825943 (0.23680635094642638) | > loss_disc_real_5: 0.15902553498744965 (0.22731975913047792) | > loss_0: 2.5025217533111572 (2.486363474527995) | > loss_gen: 2.01259446144104 (2.396243524551392) | > loss_kl: 3.501024007797241 (3.335778013865153) | > loss_feat: 5.730375289916992 (6.35027977625529) | > loss_mel: 16.508544921875 (17.583562088012695) | > loss_duration: 2.403779983520508 (2.3768533865610757) | > loss_1: 30.15631866455078 (32.042716852823894)  --> STEP: 16 | > loss_disc: 2.4078292846679688 (2.481455087661743) | > loss_disc_real_0: 0.15301606059074402 (0.15226504439488053) | > loss_disc_real_1: 0.2609463632106781 (0.20490667084231973) | > loss_disc_real_2: 0.27836108207702637 (0.2389076156541705) | > loss_disc_real_3: 0.294425368309021 (0.2803753660991788) | > loss_disc_real_4: 0.2959304451942444 (0.24050160683691502) | > loss_disc_real_5: 0.2519049644470215 (0.22885633446276188) | > loss_0: 2.4078292846679688 (2.481455087661743) | > loss_gen: 2.9592599868774414 (2.4314320534467697) | > loss_kl: 3.081958055496216 (3.3199142664670944) | > loss_feat: 8.40621280670166 (6.478775590658188) | > loss_mel: 15.771821022033691 (17.470328271389008) | > loss_duration: 2.3691344261169434 (2.3763709515333176) | > loss_1: 32.588382720947266 (32.076820969581604)  --> STEP: 17 | > loss_disc: 2.7079923152923584 (2.4947808069341324) | > loss_disc_real_0: 0.14945371448993683 (0.15209967204753091) | > loss_disc_real_1: 0.18322472274303436 (0.20363126213059707) | > loss_disc_real_2: 0.2774612009525299 (0.24117547361289754) | > loss_disc_real_3: 0.32942429184913635 (0.2832605970256469) | > loss_disc_real_4: 0.3019712269306183 (0.24411746684242697) | > loss_disc_real_5: 0.4211878478527069 (0.24016995289746454) | > loss_0: 2.7079923152923584 (2.4947808069341324) | > loss_gen: 2.522429943084717 (2.436784870484296) | > loss_kl: 2.552624225616455 (3.2747795581817627) | > loss_feat: 5.620386123657227 (6.428282092599308) | > loss_mel: 17.426002502441406 (17.46772087321562) | > loss_duration: 2.432384490966797 (2.37966586561764) | > loss_1: 30.5538272857666 (31.98723310582778)  --> STEP: 18 | > loss_disc: 2.2882261276245117 (2.4833055469724865) | > loss_disc_real_0: 0.13376861810684204 (0.1510812801619371) | > loss_disc_real_1: 0.21739526093006134 (0.2043959287305673) | > loss_disc_real_2: 0.27349719405174255 (0.24297112474838892) | > loss_disc_real_3: 0.30630654096603394 (0.28454092724455726) | > loss_disc_real_4: 0.19373144209384918 (0.24131824324528375) | > loss_disc_real_5: 0.15550263226032257 (0.23546621286206776) | > loss_0: 2.2882261276245117 (2.4833055469724865) | > loss_gen: 2.716583490371704 (2.452329238255819) | > loss_kl: 2.969977855682373 (3.25784613026513) | > loss_feat: 8.448251724243164 (6.540502627690633) | > loss_mel: 16.142770767211914 (17.39411253399319) | > loss_duration: 2.27433180809021 (2.3738139735327826) | > loss_1: 32.55191421508789 (32.01860427856445)  --> STEP: 19 | > loss_disc: 2.6220662593841553 (2.4906087423625745) | > loss_disc_real_0: 0.10920462012290955 (0.1488772454230409) | > loss_disc_real_1: 0.1958894580602646 (0.2039482197479198) | > loss_disc_real_2: 0.2136777639389038 (0.24142936891631075) | > loss_disc_real_3: 0.3011939227581024 (0.2854174006926386) | > loss_disc_real_4: 0.21485061943531036 (0.2399252104131799) | > loss_disc_real_5: 0.20995761454105377 (0.2341236550556986) | > loss_0: 2.6220662593841553 (2.4906087423625745) | > loss_gen: 2.164123773574829 (2.437160529588398) | > loss_kl: 1.9914311170578003 (3.191192708517376) | > loss_feat: 9.289685249328613 (6.685196449882106) | > loss_mel: 16.44900131225586 (17.34436983811228) | > loss_duration: 2.346869468688965 (2.3723958416988977) | > loss_1: 32.241111755371094 (32.03031519839638)  --> STEP: 20 | > loss_disc: 2.510862112045288 (2.4916214108467103) | > loss_disc_real_0: 0.23646926879882812 (0.15325684659183025) | > loss_disc_real_1: 0.21622459590435028 (0.20456203855574132) | > loss_disc_real_2: 0.24459314346313477 (0.24158755764365197) | > loss_disc_real_3: 0.2669266164302826 (0.2844928614795208) | > loss_disc_real_4: 0.21842510998249054 (0.23885020539164542) | > loss_disc_real_5: 0.2636030912399292 (0.23559762686491012) | > loss_0: 2.510862112045288 (2.4916214108467103) | > loss_gen: 2.3205487728118896 (2.431329941749573) | > loss_kl: 2.4657559394836426 (3.154920870065689) | > loss_feat: 6.51578950881958 (6.6767261028289795) | > loss_mel: 15.786540985107422 (17.266478395462038) | > loss_duration: 2.366590976715088 (2.3721055984497075) | > loss_1: 29.455224990844727 (31.901560688018797)  --> STEP: 21 | > loss_disc: 1.992089867591858 (2.467834194501241) | > loss_disc_real_0: 0.11260620504617691 (0.15132110175632296) | > loss_disc_real_1: 0.09388735890388489 (0.1992918157151767) | > loss_disc_real_2: 0.16993162035942078 (0.23817537015392667) | > loss_disc_real_3: 0.1353047788143158 (0.27738866706689197) | > loss_disc_real_4: 0.1463451087474823 (0.23444520078954242) | > loss_disc_real_5: 0.08984769880771637 (0.22865715410028184) | > loss_0: 1.992089867591858 (2.467834194501241) | > loss_gen: 2.1938586235046387 (2.4200217837379094) | > loss_kl: 2.3126609325408936 (3.1148132539930797) | > loss_feat: 7.8682732582092285 (6.7334664435613725) | > loss_mel: 16.048402786254883 (17.2084747950236) | > loss_duration: 2.164785861968994 (2.362233230045864) | > loss_1: 30.587980270385742 (31.83900923956008)  --> STEP: 22 | > loss_disc: 2.501643419265747 (2.4693709774450823) | > loss_disc_real_0: 0.1380130648612976 (0.15071619098836725) | > loss_disc_real_1: 0.28562217950820923 (0.20321592316031456) | > loss_disc_real_2: 0.2269691526889801 (0.23766599663279273) | > loss_disc_real_3: 0.29203304648399353 (0.2780543206767602) | > loss_disc_real_4: 0.2778961658477783 (0.23642024465582587) | > loss_disc_real_5: 0.2630820572376251 (0.23022192242470654) | > loss_0: 2.501643419265747 (2.4693709774450823) | > loss_gen: 2.6109912395477295 (2.4287022135474468) | > loss_kl: 2.104820728302002 (3.0689045028253035) | > loss_feat: 6.584085941314697 (6.726676420731978) | > loss_mel: 16.20209503173828 (17.162730260328814) | > loss_duration: 2.1589503288269043 (2.352993098172275) | > loss_1: 29.66094398498535 (31.740006273443047)  --> STEP: 23 | > loss_disc: 2.4786038398742676 (2.469772406246351) | > loss_disc_real_0: 0.20508123934268951 (0.15307988874290301) | > loss_disc_real_1: 0.1988549828529358 (0.20302631705999374) | > loss_disc_real_2: 0.23387737572193146 (0.23750127398449442) | > loss_disc_real_3: 0.29758328199386597 (0.278903405951417) | > loss_disc_real_4: 0.26514601707458496 (0.23766919128272845) | > loss_disc_real_5: 0.1991834044456482 (0.22887242164300836) | > loss_0: 2.4786038398742676 (2.469772406246351) | > loss_gen: 2.434980869293213 (2.4289751985798715) | > loss_kl: 3.0302298069000244 (3.067222994306813) | > loss_feat: 6.071164131164551 (6.698175886402959) | > loss_mel: 18.18670654296875 (17.20725096826968) | > loss_duration: 2.302598237991333 (2.3508020172948427) | > loss_1: 32.02568054199219 (31.75242689381475)  --> STEP: 24 | > loss_disc: 2.4059274196624756 (2.467112198472023) | > loss_disc_real_0: 0.11457301676273346 (0.15147543574372926) | > loss_disc_real_1: 0.1295001059770584 (0.1999627249315381) | > loss_disc_real_2: 0.17536889016628265 (0.2349124246587356) | > loss_disc_real_3: 0.2245078831911087 (0.27663692583640415) | > loss_disc_real_4: 0.2101999968290329 (0.23652464151382446) | > loss_disc_real_5: 0.24978113174438477 (0.22974361789723238) | > loss_0: 2.4059274196624756 (2.467112198472023) | > loss_gen: 2.1034622192382812 (2.415412157773972) | > loss_kl: 2.3286116123199463 (3.03644752005736) | > loss_feat: 6.508952617645264 (6.690291583538055) | > loss_mel: 17.471044540405273 (17.21824236710866) | > loss_duration: 2.3704659938812256 (2.351621349652609) | > loss_1: 30.78253746032715 (31.7120148340861)  --> STEP: 25 | > loss_disc: 2.333865165710449 (2.46178231716156) | > loss_disc_real_0: 0.15548759698867798 (0.15163592219352723) | > loss_disc_real_1: 0.24924306571483612 (0.20193393856287004) | > loss_disc_real_2: 0.25792425870895386 (0.23583289802074434) | > loss_disc_real_3: 0.23002156615257263 (0.2747723114490509) | > loss_disc_real_4: 0.1844400018453598 (0.23444125592708587) | > loss_disc_real_5: 0.2187490612268448 (0.22930383563041687) | > loss_0: 2.333865165710449 (2.46178231716156) | > loss_gen: 2.4837400913238525 (2.4181452751159673) | > loss_kl: 3.189445734024048 (3.042567448616028) | > loss_feat: 6.826064586639404 (6.695722503662109) | > loss_mel: 16.98094367980957 (17.2087504196167) | > loss_duration: 2.404935836791992 (2.3537539291381844) | > loss_1: 31.885129928588867 (31.71893943786621)  --> STEP: 26 | > loss_disc: 2.8014042377471924 (2.474844698722546) | > loss_disc_real_0: 0.2578728199005127 (0.15572195672071898) | > loss_disc_real_1: 0.17196199297904968 (0.20078117142503077) | > loss_disc_real_2: 0.16521987318992615 (0.23311701245032823) | > loss_disc_real_3: 0.22616229951381683 (0.27290269560538805) | > loss_disc_real_4: 0.20304428040981293 (0.2332336799456523) | > loss_disc_real_5: 0.1436953842639923 (0.22601120288555437) | > loss_0: 2.8014042377471924 (2.474844698722546) | > loss_gen: 2.0034496784210205 (2.402195444473854) | > loss_kl: 2.2818143367767334 (3.0133077135452857) | > loss_feat: 14.765155792236328 (7.006085322453425) | > loss_mel: 19.09041404724121 (17.281122097602257) | > loss_duration: 2.292654037475586 (2.3514039333050074) | > loss_1: 40.43348693847656 (32.05411434173584) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024889432466947115 (-6.510661198542685e-05) | > avg_loss_disc: 2.474844698722546 (+0.09890211087006762) | > avg_loss_disc_real_0: 0.15572195672071898 (-0.020288040431646198) | > avg_loss_disc_real_1: 0.20078117142503077 (+0.04006731710754907) | > avg_loss_disc_real_2: 0.23311701245032823 (+0.01862282936389628) | > avg_loss_disc_real_3: 0.27290269560538805 (+0.029494324555763812) | > avg_loss_disc_real_4: 0.2332336799456523 (-0.024007532459039027) | > avg_loss_disc_real_5: 0.22601120288555437 (-0.011492975629293023) | > avg_loss_0: 2.474844698722546 (+0.09890211087006762) | > avg_loss_gen: 2.402195444473854 (-0.059798185641948276) | > avg_loss_kl: 3.0133077135452857 (+0.04560389427038336) | > avg_loss_feat: 7.006085322453425 (-0.2398403149384718) | > avg_loss_mel: 17.281122097602257 (+0.17109170326819623) | > avg_loss_duration: 2.3514039333050074 (+0.0030581400944642567) | > avg_loss_1: 32.05411434173584 (-0.07988467583289349)  > EPOCH: 879/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:11:27)   --> TIME: 2024-06-12 06:11:30 -- STEP: 4/330 -- GLOBAL_STEP: 378075 | > loss_disc: 2.2817981243133545 (2.2858594059944153) | > loss_disc_real_0: 0.08408010751008987 (0.091386454179883) | > loss_disc_real_1: 0.1729521006345749 (0.19598783552646637) | > loss_disc_real_2: 0.18686269223690033 (0.23189838603138924) | > loss_disc_real_3: 0.18306870758533478 (0.20966799557209015) | > loss_disc_real_4: 0.22410538792610168 (0.23427202925086021) | > loss_disc_real_5: 0.217792809009552 (0.22068989649415016) | > loss_0: 2.2817981243133545 (2.2858594059944153) | > grad_norm_0: tensor(7.7745, device='cuda:0') (tensor(6.4331, device='cuda:0')) | > loss_gen: 2.44231915473938 (2.5244473814964294) | > loss_kl: 1.980026364326477 (1.8991571366786957) | > loss_feat: 7.11044454574585 (6.997058272361755) | > loss_mel: 18.118240356445312 (17.800979614257812) | > loss_duration: 2.101614475250244 (2.1458702087402344) | > loss_1: 31.75264549255371 (31.367512226104736) | > grad_norm_1: tensor(80.1037, device='cuda:0') (tensor(91.7033, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3626 (0.3885435461997986) | > loader_time: 0.0029 (0.00348818302154541)  --> TIME: 2024-06-12 06:11:39 -- STEP: 29/330 -- GLOBAL_STEP: 378100 | > loss_disc: 2.3365349769592285 (2.3156972013670822) | > loss_disc_real_0: 0.13121949136257172 (0.10141511261463165) | > loss_disc_real_1: 0.21948029100894928 (0.19785937872426262) | > loss_disc_real_2: 0.23511040210723877 (0.2109269412427113) | > loss_disc_real_3: 0.21070189774036407 (0.22680139079176145) | > loss_disc_real_4: 0.22082293033599854 (0.22913406121319738) | > loss_disc_real_5: 0.19188566505908966 (0.22441253066062927) | > loss_0: 2.3365349769592285 (2.3156972013670822) | > grad_norm_0: tensor(5.0114, device='cuda:0') (tensor(6.7400, device='cuda:0')) | > loss_gen: 2.36873197555542 (2.518071404818831) | > loss_kl: 1.6749523878097534 (1.860112765739704) | > loss_feat: 6.529659271240234 (7.08334363740066) | > loss_mel: 16.72579002380371 (17.401911373796136) | > loss_duration: 1.9851833581924438 (2.0096542711915637) | > loss_1: 29.284317016601562 (30.8730934406149) | > grad_norm_1: tensor(48.7038, device='cuda:0') (tensor(60.9769, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3505 (0.36678747473091916) | > loader_time: 0.003 (0.0033920797808416957)  --> TIME: 2024-06-12 06:11:48 -- STEP: 54/330 -- GLOBAL_STEP: 378125 | > loss_disc: 2.2283384799957275 (2.334157418321681) | > loss_disc_real_0: 0.09412924945354462 (0.10302475136187342) | > loss_disc_real_1: 0.22560760378837585 (0.19831335848128356) | > loss_disc_real_2: 0.20679010450839996 (0.21136682480573654) | > loss_disc_real_3: 0.2529764473438263 (0.22721489463691358) | > loss_disc_real_4: 0.2349378615617752 (0.22870184950254582) | > loss_disc_real_5: 0.20419567823410034 (0.22325292064083946) | > loss_0: 2.2283384799957275 (2.334157418321681) | > grad_norm_0: tensor(8.6420, device='cuda:0') (tensor(7.1480, device='cuda:0')) | > loss_gen: 2.756648063659668 (2.5022776259316344) | > loss_kl: 1.8988487720489502 (1.897547169967934) | > loss_feat: 7.545904159545898 (7.046509310051247) | > loss_mel: 17.448287963867188 (17.274909478646737) | > loss_duration: 1.9498653411865234 (1.9859437942504883) | > loss_1: 31.59955406188965 (30.707187581945348) | > grad_norm_1: tensor(45.1913, device='cuda:0') (tensor(66.3904, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3622 (0.3679658130363182) | > loader_time: 0.0037 (0.0034992518248381436)  --> TIME: 2024-06-12 06:11:58 -- STEP: 79/330 -- GLOBAL_STEP: 378150 | > loss_disc: 2.3631772994995117 (2.3463487776019916) | > loss_disc_real_0: 0.09136980026960373 (0.10538183671386936) | > loss_disc_real_1: 0.17452040314674377 (0.1981904368989076) | > loss_disc_real_2: 0.17752674221992493 (0.2107795099668865) | > loss_disc_real_3: 0.2240656614303589 (0.22782021440282657) | > loss_disc_real_4: 0.23941469192504883 (0.2302231579264508) | > loss_disc_real_5: 0.2344783991575241 (0.22263325109511992) | > loss_0: 2.3631772994995117 (2.3463487776019916) | > grad_norm_0: tensor(7.4323, device='cuda:0') (tensor(7.7732, device='cuda:0')) | > loss_gen: 2.4577085971832275 (2.488109887400761) | > loss_kl: 2.0417563915252686 (1.923909332178816) | > loss_feat: 7.233870506286621 (7.046493047400366) | > loss_mel: 16.302959442138672 (17.24828860125964) | > loss_duration: 1.9601318836212158 (1.9794726507573188) | > loss_1: 29.996427536010742 (30.686273671403715) | > grad_norm_1: tensor(118.1173, device='cuda:0') (tensor(81.5968, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3827 (0.36976408656639387) | > loader_time: 0.0055 (0.0036513654491569423)  --> TIME: 2024-06-12 06:12:08 -- STEP: 104/330 -- GLOBAL_STEP: 378175 | > loss_disc: 2.3384225368499756 (2.342358061900507) | > loss_disc_real_0: 0.11629505455493927 (0.10717591406920782) | > loss_disc_real_1: 0.21489036083221436 (0.1975443179790791) | > loss_disc_real_2: 0.20892786979675293 (0.210498829300587) | > loss_disc_real_3: 0.22650259733200073 (0.22708226382159274) | > loss_disc_real_4: 0.22379018366336823 (0.2304829296011191) | > loss_disc_real_5: 0.2212388962507248 (0.2223212128648391) | > loss_0: 2.3384225368499756 (2.342358061900507) | > grad_norm_0: tensor(4.4806, device='cuda:0') (tensor(7.6079, device='cuda:0')) | > loss_gen: 2.497786521911621 (2.4886603355407724) | > loss_kl: 1.986385464668274 (1.9409664135712843) | > loss_feat: 7.212260723114014 (7.051491893254793) | > loss_mel: 17.45195198059082 (17.236186275115383) | > loss_duration: 2.0452380180358887 (1.982501330283972) | > loss_1: 31.193622589111328 (30.69980636009803) | > grad_norm_1: tensor(61.5197, device='cuda:0') (tensor(78.0069, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3853 (0.3713463865793668) | > loader_time: 0.0043 (0.0037488570580115686)  --> TIME: 2024-06-12 06:12:17 -- STEP: 129/330 -- GLOBAL_STEP: 378200 | > loss_disc: 2.4313526153564453 (2.352800786957261) | > loss_disc_real_0: 0.10941014438867569 (0.10906117421018985) | > loss_disc_real_1: 0.17443421483039856 (0.19644017043963888) | > loss_disc_real_2: 0.18902166187763214 (0.21104391612285792) | > loss_disc_real_3: 0.252834290266037 (0.22766580218954607) | > loss_disc_real_4: 0.24507758021354675 (0.23103666548119034) | > loss_disc_real_5: 0.22915980219841003 (0.2233572984619658) | > loss_0: 2.4313526153564453 (2.352800786957261) | > grad_norm_0: tensor(12.5015, device='cuda:0') (tensor(8.1039, device='cuda:0')) | > loss_gen: 2.441141128540039 (2.4805313468903543) | > loss_kl: 2.022146701812744 (1.9515072504679363) | > loss_feat: 6.242672443389893 (7.023652405701866) | > loss_mel: 17.105972290039062 (17.217135185419128) | > loss_duration: 1.9834227561950684 (1.9854741780332816) | > loss_1: 29.79535675048828 (30.658300444137218) | > grad_norm_1: tensor(161.0084, device='cuda:0') (tensor(80.7798, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3921 (0.37320133142693096) | > loader_time: 0.0047 (0.003843512645987577)  --> TIME: 2024-06-12 06:12:27 -- STEP: 154/330 -- GLOBAL_STEP: 378225 | > loss_disc: 2.3907647132873535 (2.351373703448804) | > loss_disc_real_0: 0.14793673157691956 (0.10978579748567048) | > loss_disc_real_1: 0.20568183064460754 (0.195626219178175) | > loss_disc_real_2: 0.18337473273277283 (0.21079634071944595) | > loss_disc_real_3: 0.22114956378936768 (0.22778543055831613) | > loss_disc_real_4: 0.20195893943309784 (0.2315442958822498) | > loss_disc_real_5: 0.22828170657157898 (0.2228381559252739) | > loss_0: 2.3907647132873535 (2.351373703448804) | > grad_norm_0: tensor(10.0835, device='cuda:0') (tensor(8.6022, device='cuda:0')) | > loss_gen: 2.526095151901245 (2.4798031890547123) | > loss_kl: 2.1220829486846924 (1.9635102663721358) | > loss_feat: 7.194077014923096 (7.006640177268486) | > loss_mel: 17.180965423583984 (17.191631354294806) | > loss_duration: 2.0064868927001953 (1.9895188816182026) | > loss_1: 31.029706954956055 (30.631103887186423) | > grad_norm_1: tensor(197.3815, device='cuda:0') (tensor(91.2917, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.399 (0.3755855808010349) | > loader_time: 0.0039 (0.003929543804812741)  --> TIME: 2024-06-12 06:12:37 -- STEP: 179/330 -- GLOBAL_STEP: 378250 | > loss_disc: 2.284491539001465 (2.356787664264274) | > loss_disc_real_0: 0.10055090487003326 (0.11129063771590174) | > loss_disc_real_1: 0.20781438052654266 (0.1964561624566936) | > loss_disc_real_2: 0.19496099650859833 (0.21126490448440252) | > loss_disc_real_3: 0.21757535636425018 (0.22874827125218994) | > loss_disc_real_4: 0.20084291696548462 (0.23182476540850527) | > loss_disc_real_5: 0.20261910557746887 (0.22373232337016632) | > loss_0: 2.284491539001465 (2.356787664264274) | > grad_norm_0: tensor(12.8847, device='cuda:0') (tensor(8.8838, device='cuda:0')) | > loss_gen: 2.4786481857299805 (2.4750369261096985) | > loss_kl: 1.9730541706085205 (1.9774350980140643) | > loss_feat: 7.67859411239624 (6.986359772069494) | > loss_mel: 17.054800033569336 (17.18663857103058) | > loss_duration: 2.040921211242676 (1.9965106781634538) | > loss_1: 31.226016998291016 (30.62198107202626) | > grad_norm_1: tensor(312.8877, device='cuda:0') (tensor(99.5326, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.3907 (0.37822581669471783) | > loader_time: 0.0045 (0.004024115354655178)  --> TIME: 2024-06-12 06:12:48 -- STEP: 204/330 -- GLOBAL_STEP: 378275 | > loss_disc: 2.261383056640625 (2.3573075930277505) | > loss_disc_real_0: 0.09889313578605652 (0.11276554411240652) | > loss_disc_real_1: 0.19132168591022491 (0.19632325189955094) | > loss_disc_real_2: 0.18633675575256348 (0.2111059843617327) | > loss_disc_real_3: 0.19008640944957733 (0.2288934345192769) | > loss_disc_real_4: 0.19432231783866882 (0.23157566530155202) | > loss_disc_real_5: 0.18306463956832886 (0.2230916551369078) | > loss_0: 2.261383056640625 (2.3573075930277505) | > grad_norm_0: tensor(17.2732, device='cuda:0') (tensor(10.1146, device='cuda:0')) | > loss_gen: 2.42340350151062 (2.4716276070650887) | > loss_kl: 2.072080373764038 (1.983123563668307) | > loss_feat: 8.181075096130371 (6.997193871759901) | > loss_mel: 17.370145797729492 (17.150848005332186) | > loss_duration: 2.0275020599365234 (2.0045442727266574) | > loss_1: 32.0742073059082 (30.60733736262602) | > grad_norm_1: tensor(375.7010, device='cuda:0') (tensor(120.6774, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.4047 (0.3806876411624983) | > loader_time: 0.0054 (0.004116694132486982)  --> TIME: 2024-06-12 06:12:58 -- STEP: 229/330 -- GLOBAL_STEP: 378300 | > loss_disc: 2.317683219909668 (2.359798619840863) | > loss_disc_real_0: 0.11853709816932678 (0.11328040317156429) | > loss_disc_real_1: 0.15891563892364502 (0.1963931104111359) | > loss_disc_real_2: 0.20680470764636993 (0.2113562445583302) | > loss_disc_real_3: 0.26884520053863525 (0.22917249538492426) | > loss_disc_real_4: 0.24800001084804535 (0.2314608205093567) | > loss_disc_real_5: 0.21822543442249298 (0.22262076155067012) | > loss_0: 2.317683219909668 (2.359798619840863) | > grad_norm_0: tensor(22.7221, device='cuda:0') (tensor(11.0975, device='cuda:0')) | > loss_gen: 2.648197650909424 (2.4737563372699456) | > loss_kl: 2.111556053161621 (1.9931951391644873) | > loss_feat: 6.837878704071045 (7.0023119501671935) | > loss_mel: 16.953174591064453 (17.123690459405484) | > loss_duration: 2.1192169189453125 (2.013515385477825) | > loss_1: 30.67002296447754 (30.60646930844503) | > grad_norm_1: tensor(292.5986, device='cuda:0') (tensor(139.7047, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.4146 (0.3838593293485683) | > loader_time: 0.0052 (0.004224632504725563)  --> TIME: 2024-06-12 06:13:09 -- STEP: 254/330 -- GLOBAL_STEP: 378325 | > loss_disc: 2.3720269203186035 (2.3635063743966764) | > loss_disc_real_0: 0.08347457647323608 (0.1148424091360231) | > loss_disc_real_1: 0.19409050047397614 (0.19662345992767905) | > loss_disc_real_2: 0.25033023953437805 (0.2114997434569156) | > loss_disc_real_3: 0.23116262257099152 (0.22893657124652636) | > loss_disc_real_4: 0.24989110231399536 (0.23177578652233588) | > loss_disc_real_5: 0.24071095883846283 (0.22268485453889125) | > loss_0: 2.3720269203186035 (2.3635063743966764) | > grad_norm_0: tensor(34.6784, device='cuda:0') (tensor(13.1226, device='cuda:0')) | > loss_gen: 2.655059337615967 (2.4752330883281437) | > loss_kl: 2.0797252655029297 (1.9952516429067597) | > loss_feat: 7.329184532165527 (7.004522556395043) | > loss_mel: 16.33013153076172 (17.075451606840595) | > loss_duration: 2.059758186340332 (2.0214409213366484) | > loss_1: 30.453857421875 (30.57189982707106) | > grad_norm_1: tensor(369.9406, device='cuda:0') (tensor(162.9140, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.4363 (0.3881266586423859) | > loader_time: 0.0056 (0.0043739868899968695)  --> TIME: 2024-06-12 06:13:20 -- STEP: 279/330 -- GLOBAL_STEP: 378350 | > loss_disc: 2.373775005340576 (2.365611125918699) | > loss_disc_real_0: 0.21114084124565125 (0.11665840014334648) | > loss_disc_real_1: 0.19132542610168457 (0.19696259680187406) | > loss_disc_real_2: 0.2086694836616516 (0.21164112807815647) | > loss_disc_real_3: 0.22751189768314362 (0.22886696270930723) | > loss_disc_real_4: 0.2433667927980423 (0.23176624286772957) | > loss_disc_real_5: 0.22035467624664307 (0.22177479461529778) | > loss_0: 2.373775005340576 (2.365611125918699) | > grad_norm_0: tensor(33.9639, device='cuda:0') (tensor(15.0550, device='cuda:0')) | > loss_gen: 2.6279256343841553 (2.478331394947558) | > loss_kl: 2.1078639030456543 (2.0014483753498307) | > loss_feat: 7.509129524230957 (7.006013345547475) | > loss_mel: 17.392061233520508 (17.03323991495221) | > loss_duration: 2.1216819286346436 (2.031105846914341) | > loss_1: 31.7586612701416 (30.550138883693243) | > grad_norm_1: tensor(213.6709, device='cuda:0') (tensor(184.5558, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.4519 (0.3928320134412431) | > loader_time: 0.0061 (0.0045200949501393115)  --> TIME: 2024-06-12 06:13:32 -- STEP: 304/330 -- GLOBAL_STEP: 378375 | > loss_disc: 2.3351404666900635 (2.3695691361239084) | > loss_disc_real_0: 0.11831152439117432 (0.11860147692067058) | > loss_disc_real_1: 0.18968833982944489 (0.1977565908118298) | > loss_disc_real_2: 0.17501650750637054 (0.21157161455209317) | > loss_disc_real_3: 0.23863449692726135 (0.22915493706731418) | > loss_disc_real_4: 0.23212440311908722 (0.23202728862433056) | > loss_disc_real_5: 0.2558750808238983 (0.22165739384332775) | > loss_0: 2.3351404666900635 (2.3695691361239084) | > grad_norm_0: tensor(31.2505, device='cuda:0') (tensor(16.9269, device='cuda:0')) | > loss_gen: 2.406554698944092 (2.475709128536676) | > loss_kl: 2.1346724033355713 (2.0084331239524644) | > loss_feat: 7.5726704597473145 (7.0166918368715985) | > loss_mel: 17.071617126464844 (16.98168894805405) | > loss_duration: 2.1760692596435547 (2.0421351770821388) | > loss_1: 31.36158561706543 (30.524658196850826) | > grad_norm_1: tensor(517.3325, device='cuda:0') (tensor(204.9075, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 0.4848 (0.39920937152285296) | > loader_time: 0.0071 (0.004716688080837855)  --> TIME: 2024-06-12 06:14:01 -- STEP: 329/330 -- GLOBAL_STEP: 378400 | > loss_disc: 2.479172706604004 (2.37466620094508) | > loss_disc_real_0: 0.0895966961979866 (0.12000046620615347) | > loss_disc_real_1: 0.3245998024940491 (0.19828840745980988) | > loss_disc_real_2: 0.18203136324882507 (0.2117730360987701) | > loss_disc_real_3: 0.21177250146865845 (0.2296802195009852) | > loss_disc_real_4: 0.21602614223957062 (0.2319258432439033) | > loss_disc_real_5: 0.2280578911304474 (0.22211137771787617) | > loss_0: 2.479172706604004 (2.37466620094508) | > grad_norm_0: tensor(10.0294, device='cuda:0') (tensor(16.9356, device='cuda:0')) | > loss_gen: 2.4560234546661377 (2.4720703598938467) | > loss_kl: 2.190877676010132 (2.0173561928120067) | > loss_feat: 11.245613098144531 (7.108515419133891) | > loss_mel: 17.966989517211914 (16.967142925436363) | > loss_duration: 2.273165464401245 (2.057111174502274) | > loss_1: 36.13267135620117 (30.622196116345993) | > grad_norm_1: tensor(130.3438, device='cuda:0') (tensor(209.6137, device='cuda:0')) | > current_lr_0: 0.00017918799368815187 | > current_lr_1: 0.00017918799368815187 | > step_time: 14.428 (0.4552024512305445) | > loader_time: 0.0339 (0.005187425932260998)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6444168090820312 (2.6444168090820312) | > loss_disc_real_0: 0.1661384403705597 (0.1661384403705597) | > loss_disc_real_1: 0.1955539882183075 (0.1955539882183075) | > loss_disc_real_2: 0.22966961562633514 (0.22966961562633514) | > loss_disc_real_3: 0.25732845067977905 (0.25732845067977905) | > loss_disc_real_4: 0.30514955520629883 (0.30514955520629883) | > loss_disc_real_5: 0.3086576759815216 (0.3086576759815216) | > loss_0: 2.6444168090820312 (2.6444168090820312) | > loss_gen: 2.1109986305236816 (2.1109986305236816) | > loss_kl: 2.233294725418091 (2.233294725418091) | > loss_feat: 3.982915163040161 (3.982915163040161) | > loss_mel: 14.12751293182373 (14.12751293182373) | > loss_duration: 3.0901310443878174 (3.0901310443878174) | > loss_1: 25.54485321044922 (25.54485321044922)  --> STEP: 1 | > loss_disc: 2.283390998840332 (2.283390998840332) | > loss_disc_real_0: 0.08570753037929535 (0.08570753037929535) | > loss_disc_real_1: 0.21794205904006958 (0.21794205904006958) | > loss_disc_real_2: 0.25596165657043457 (0.25596165657043457) | > loss_disc_real_3: 0.2312622368335724 (0.2312622368335724) | > loss_disc_real_4: 0.24959205090999603 (0.24959205090999603) | > loss_disc_real_5: 0.21305236220359802 (0.21305236220359802) | > loss_0: 2.283390998840332 (2.283390998840332) | > loss_gen: 2.5092833042144775 (2.5092833042144775) | > loss_kl: 3.554628849029541 (3.554628849029541) | > loss_feat: 6.978859901428223 (6.978859901428223) | > loss_mel: 19.810529708862305 (19.810529708862305) | > loss_duration: 2.610910654067993 (2.610910654067993) | > loss_1: 35.46421432495117 (35.46421432495117)  --> STEP: 2 | > loss_disc: 2.5438385009765625 (2.4136147499084473) | > loss_disc_real_0: 0.14750754833221436 (0.11660753935575485) | > loss_disc_real_1: 0.14145702123641968 (0.17969954013824463) | > loss_disc_real_2: 0.24849234521389008 (0.2522270008921623) | > loss_disc_real_3: 0.2734050750732422 (0.2523336559534073) | > loss_disc_real_4: 0.2889198064804077 (0.2692559286952019) | > loss_disc_real_5: 0.2947877049446106 (0.2539200335741043) | > loss_0: 2.5438385009765625 (2.4136147499084473) | > loss_gen: 2.242523670196533 (2.3759034872055054) | > loss_kl: 2.829160451889038 (3.1918946504592896) | > loss_feat: 5.712815761566162 (6.345837831497192) | > loss_mel: 19.483837127685547 (19.647183418273926) | > loss_duration: 2.439603805541992 (2.5252572298049927) | > loss_1: 32.70793914794922 (34.086076736450195)  --> STEP: 3 | > loss_disc: 2.494175434112549 (2.4404683113098145) | > loss_disc_real_0: 0.07680434733629227 (0.10333980868260066) | > loss_disc_real_1: 0.16843196749687195 (0.1759436825911204) | > loss_disc_real_2: 0.14271807670593262 (0.2157240261634191) | > loss_disc_real_3: 0.2471964955329895 (0.2506212691466014) | > loss_disc_real_4: 0.22890648245811462 (0.2558061132828395) | > loss_disc_real_5: 0.26361334323883057 (0.25715113679567975) | > loss_0: 2.494175434112549 (2.4404683113098145) | > loss_gen: 1.9834693670272827 (2.2450921138127646) | > loss_kl: 3.5233960151672363 (3.3023951053619385) | > loss_feat: 5.751895427703857 (6.147857030232747) | > loss_mel: 16.61992645263672 (18.638097763061523) | > loss_duration: 2.3844823837280273 (2.478332281112671) | > loss_1: 30.263168334960938 (32.811773935953774)  --> STEP: 4 | > loss_disc: 2.363306999206543 (2.4211779832839966) | > loss_disc_real_0: 0.11991642415523529 (0.10748396255075932) | > loss_disc_real_1: 0.202240452170372 (0.1825178749859333) | > loss_disc_real_2: 0.21282920241355896 (0.21500032022595406) | > loss_disc_real_3: 0.18442374467849731 (0.23407188802957535) | > loss_disc_real_4: 0.19979096949100494 (0.24180232733488083) | > loss_disc_real_5: 0.2001575082540512 (0.2429027296602726) | > loss_0: 2.363306999206543 (2.4211779832839966) | > loss_gen: 2.164856433868408 (2.2250331938266754) | > loss_kl: 4.131036758422852 (3.5095555186271667) | > loss_feat: 7.472927093505859 (6.479124546051025) | > loss_mel: 18.044816970825195 (18.48977756500244) | > loss_duration: 2.4012043476104736 (2.4590502977371216) | > loss_1: 34.214839935302734 (33.162540435791016)  --> STEP: 5 | > loss_disc: 2.4060845375061035 (2.418159294128418) | > loss_disc_real_0: 0.16127268970012665 (0.11824170798063278) | > loss_disc_real_1: 0.1954447478055954 (0.18510324954986573) | > loss_disc_real_2: 0.2122436910867691 (0.21444899439811707) | > loss_disc_real_3: 0.25844085216522217 (0.2389456808567047) | > loss_disc_real_4: 0.21527394652366638 (0.23649665117263793) | > loss_disc_real_5: 0.1983879655599594 (0.23399977684020995) | > loss_0: 2.4060845375061035 (2.418159294128418) | > loss_gen: 2.2585504055023193 (2.2317366361618043) | > loss_kl: 2.8551392555236816 (3.3786722660064696) | > loss_feat: 5.85922384262085 (6.355144405364991) | > loss_mel: 18.396337509155273 (18.471089553833007) | > loss_duration: 2.3560309410095215 (2.4384464263916015) | > loss_1: 31.725282669067383 (32.87508888244629)  --> STEP: 6 | > loss_disc: 2.2663469314575195 (2.392857233683268) | > loss_disc_real_0: 0.12849414348602295 (0.11995044723153114) | > loss_disc_real_1: 0.14732496440410614 (0.17880686869223913) | > loss_disc_real_2: 0.22602535784244537 (0.21637838830550513) | > loss_disc_real_3: 0.25972142815589905 (0.24240830540657043) | > loss_disc_real_4: 0.20409135520458221 (0.23109576851129532) | > loss_disc_real_5: 0.17897580564022064 (0.22482911497354507) | > loss_0: 2.2663469314575195 (2.392857233683268) | > loss_gen: 2.3344929218292236 (2.2488626837730408) | > loss_kl: 3.0498270988464355 (3.323864738146464) | > loss_feat: 5.642354488372803 (6.236346085866292) | > loss_mel: 15.021297454833984 (17.896124203999836) | > loss_duration: 2.192096471786499 (2.3973881006240845) | > loss_1: 28.240068435668945 (32.10258547465006)  --> STEP: 7 | > loss_disc: 2.324831008911133 (2.383139201572963) | > loss_disc_real_0: 0.08241978287696838 (0.11458892375230789) | > loss_disc_real_1: 0.18108396232128143 (0.1791321677821023) | > loss_disc_real_2: 0.20804230868816376 (0.21518751978874207) | > loss_disc_real_3: 0.2114742398262024 (0.23798915318080358) | > loss_disc_real_4: 0.19698527455329895 (0.2262228408030101) | > loss_disc_real_5: 0.20663553476333618 (0.22223003208637238) | > loss_0: 2.324831008911133 (2.383139201572963) | > loss_gen: 2.223635673522949 (2.2452588251658847) | > loss_kl: 4.958060264587402 (3.557321241923741) | > loss_feat: 6.438840866088867 (6.265273911612375) | > loss_mel: 19.919462203979492 (18.185172489711217) | > loss_duration: 2.538785934448242 (2.417587791170393) | > loss_1: 36.07878875732422 (32.670614515032085)  --> STEP: 8 | > loss_disc: 2.556278705596924 (2.4047816395759583) | > loss_disc_real_0: 0.16406333446502686 (0.12077322509139776) | > loss_disc_real_1: 0.258268266916275 (0.1890241801738739) | > loss_disc_real_2: 0.17040051519870758 (0.20958914421498775) | > loss_disc_real_3: 0.23761822283267975 (0.2379427868872881) | > loss_disc_real_4: 0.2763593792915344 (0.23248990811407566) | > loss_disc_real_5: 0.2605004608631134 (0.227013835683465) | > loss_0: 2.556278705596924 (2.4047816395759583) | > loss_gen: 2.161198377609253 (2.234751269221306) | > loss_kl: 3.0827882289886475 (3.4980046153068542) | > loss_feat: 5.710124492645264 (6.195880234241486) | > loss_mel: 13.56923770904541 (17.60818064212799) | > loss_duration: 2.3281149864196777 (2.4064036905765533) | > loss_1: 26.851463317871094 (31.943220615386963)  --> STEP: 9 | > loss_disc: 2.493600606918335 (2.414650413725111) | > loss_disc_real_0: 0.1430785357952118 (0.1232515929473771) | > loss_disc_real_1: 0.20700989663600922 (0.19102259311411116) | > loss_disc_real_2: 0.28395071625709534 (0.21785154110855526) | > loss_disc_real_3: 0.2405497282743454 (0.23823244704140556) | > loss_disc_real_4: 0.2782127559185028 (0.23757022453678978) | > loss_disc_real_5: 0.2900678813457489 (0.2340198407570521) | > loss_0: 2.493600606918335 (2.414650413725111) | > loss_gen: 2.4797182083129883 (2.2619698180092707) | > loss_kl: 2.344085216522217 (3.369791348775228) | > loss_feat: 8.929293632507324 (6.499592834048801) | > loss_mel: 18.754791259765625 (17.735581821865505) | > loss_duration: 2.1981120109558105 (2.383260170618693) | > loss_1: 34.70600128173828 (32.25019624498155)  --> STEP: 10 | > loss_disc: 2.156590461730957 (2.3888444185256956) | > loss_disc_real_0: 0.12768399715423584 (0.12369483336806297) | > loss_disc_real_1: 0.19783371686935425 (0.19170370548963547) | > loss_disc_real_2: 0.22599048912525177 (0.21866543591022491) | > loss_disc_real_3: 0.17963777482509613 (0.23237297981977462) | > loss_disc_real_4: 0.22514477372169495 (0.2363276794552803) | > loss_disc_real_5: 0.19624610245227814 (0.2302424669265747) | > loss_0: 2.156590461730957 (2.3888444185256956) | > loss_gen: 2.630618095397949 (2.2988346457481383) | > loss_kl: 3.0701308250427246 (3.3398252964019775) | > loss_feat: 8.477926254272461 (6.697426176071167) | > loss_mel: 17.0843448638916 (17.670458126068116) | > loss_duration: 2.4306881427764893 (2.3880029678344727) | > loss_1: 33.69370651245117 (32.39454727172851)  --> STEP: 11 | > loss_disc: 2.6145424842834473 (2.4093624245036733) | > loss_disc_real_0: 0.17425358295440674 (0.12829108333045786) | > loss_disc_real_1: 0.17635256052017212 (0.19030814685604788) | > loss_disc_real_2: 0.28111955523490906 (0.22434308312155984) | > loss_disc_real_3: 0.27762550115585327 (0.23648684539578177) | > loss_disc_real_4: 0.23604130744934082 (0.23630164563655853) | > loss_disc_real_5: 0.2686992585659027 (0.23373853889378635) | > loss_0: 2.6145424842834473 (2.4093624245036733) | > loss_gen: 2.1190404891967773 (2.2824897224252876) | > loss_kl: 3.58001708984375 (3.3616609139875933) | > loss_feat: 5.053065299987793 (6.547938823699951) | > loss_mel: 16.36817169189453 (17.552068450234152) | > loss_duration: 2.4965765476226807 (2.397873293269764) | > loss_1: 29.616872787475586 (32.1420314095237)  --> STEP: 12 | > loss_disc: 2.3145432472229004 (2.401460826396942) | > loss_disc_real_0: 0.054336924105882645 (0.12212823672840993) | > loss_disc_real_1: 0.13221201300621033 (0.18546680236856142) | > loss_disc_real_2: 0.3321510851383209 (0.23332708328962326) | > loss_disc_real_3: 0.22957369685173035 (0.23591074968377748) | > loss_disc_real_4: 0.19351240992546082 (0.23273587599396706) | > loss_disc_real_5: 0.16289055347442627 (0.22783454010883966) | > loss_0: 2.3145432472229004 (2.401460826396942) | > loss_gen: 2.1688594818115234 (2.2730205357074738) | > loss_kl: 2.378791093826294 (3.279755095640818) | > loss_feat: 5.308311939239502 (6.444636583328247) | > loss_mel: 15.000357627868652 (17.339425881703693) | > loss_duration: 2.3042006492614746 (2.390067239602407) | > loss_1: 27.1605224609375 (31.726905663808186)  --> STEP: 13 | > loss_disc: 2.464163303375244 (2.4062840938568115) | > loss_disc_real_0: 0.10711181163787842 (0.12097312710606135) | > loss_disc_real_1: 0.24212436378002167 (0.18982507632328913) | > loss_disc_real_2: 0.17960701882839203 (0.22919477063875932) | > loss_disc_real_3: 0.28536075353622437 (0.2397145961339657) | > loss_disc_real_4: 0.22275276482105255 (0.23196794436528131) | > loss_disc_real_5: 0.2503735423088074 (0.2295683095088372) | > loss_0: 2.464163303375244 (2.4062840938568115) | > loss_gen: 2.2164218425750732 (2.2686667900819044) | > loss_kl: 3.0049805641174316 (3.2586185932159424) | > loss_feat: 5.401235103607178 (6.364374931042011) | > loss_mel: 16.251821517944336 (17.25576400756836) | > loss_duration: 2.261361837387085 (2.380166824047382) | > loss_1: 29.135820388793945 (31.527591411884014)  --> STEP: 14 | > loss_disc: 2.6592745780944824 (2.424354842730931) | > loss_disc_real_0: 0.12224841862916946 (0.12106421935771193) | > loss_disc_real_1: 0.24624836444854736 (0.19385531118937901) | > loss_disc_real_2: 0.21503250300884247 (0.22818318009376526) | > loss_disc_real_3: 0.3013020157814026 (0.24411369753735407) | > loss_disc_real_4: 0.2748487591743469 (0.235030859708786) | > loss_disc_real_5: 0.27137595415115356 (0.2325545698404312) | > loss_0: 2.6592745780944824 (2.424354842730931) | > loss_gen: 2.1807713508605957 (2.2623885444232394) | > loss_kl: 3.8743841648101807 (3.3026018483298167) | > loss_feat: 7.287425994873047 (6.430307149887085) | > loss_mel: 17.841739654541016 (17.29761941092355) | > loss_duration: 2.441711902618408 (2.3845629010881697) | > loss_1: 33.626033782958984 (31.677480152675084)  --> STEP: 15 | > loss_disc: 2.2869763374328613 (2.4151962757110597) | > loss_disc_real_0: 0.06542852520942688 (0.11735517308115959) | > loss_disc_real_1: 0.19210873544216156 (0.19373887280623117) | > loss_disc_real_2: 0.2259710282087326 (0.22803570330142975) | > loss_disc_real_3: 0.2511301338672638 (0.24458145995934805) | > loss_disc_real_4: 0.26333558559417725 (0.23691784143447875) | > loss_disc_real_5: 0.20434024930000305 (0.23067361513773602) | > loss_0: 2.2869763374328613 (2.4151962757110597) | > loss_gen: 2.411144256591797 (2.2723055919011435) | > loss_kl: 3.994459390640259 (3.348725684483846) | > loss_feat: 7.228224754333496 (6.483501656850179) | > loss_mel: 17.015718460083008 (17.278826014200845) | > loss_duration: 2.4203763008117676 (2.386950461069743) | > loss_1: 33.069923400878906 (31.770309702555338)  --> STEP: 16 | > loss_disc: 2.4007842540740967 (2.4142955243587494) | > loss_disc_real_0: 0.20377762615680695 (0.12275657639838755) | > loss_disc_real_1: 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loss_disc_real_4: 0.26831793785095215 (0.23908109699978547) | > loss_disc_real_5: 0.28141918778419495 (0.2326194828047472) | > loss_0: 2.532440662384033 (2.4212452383602368) | > loss_gen: 2.407186269760132 (2.300042888697456) | > loss_kl: 2.4338932037353516 (3.2901657188639923) | > loss_feat: 7.415336608886719 (6.708456628462848) | > loss_mel: 17.72066307067871 (17.290769913617304) | > loss_duration: 2.445535659790039 (2.3895062418544994) | > loss_1: 32.42261505126953 (31.978941749123965)  --> STEP: 18 | > loss_disc: 2.438849687576294 (2.4222232633166842) | > loss_disc_real_0: 0.12295812368392944 (0.12154617222646873) | > loss_disc_real_1: 0.2158995270729065 (0.1946464255452156) | > loss_disc_real_2: 0.19823700189590454 (0.23709195769495434) | > loss_disc_real_3: 0.19126208126544952 (0.24113034622536766) | > loss_disc_real_4: 0.24366910755634308 (0.23933598647514978) | > loss_disc_real_5: 0.1902938336133957 (0.2302680578496721) | > loss_0: 2.438849687576294 (2.4222232633166842) | > loss_gen: 2.186936855316162 (2.293759220176273) | > loss_kl: 2.89717173576355 (3.2683327198028564) | > loss_feat: 8.626753807067871 (6.815028693940905) | > loss_mel: 19.202760696411133 (17.396991623772514) | > loss_duration: 2.309511661529541 (2.385062098503113) | > loss_1: 35.22313690185547 (32.159174813164604)  --> STEP: 19 | > loss_disc: 2.3967700004577637 (2.420883617903057) | > loss_disc_real_0: 0.17188291251659393 (0.12419547434700162) | > loss_disc_real_1: 0.1649160087108612 (0.19308166676446012) | > loss_disc_real_2: 0.21634720265865326 (0.23600012848251745) | > loss_disc_real_3: 0.19018274545669556 (0.2384488935533323) | > loss_disc_real_4: 0.26523473858833313 (0.24069907869163312) | > loss_disc_real_5: 0.2650544047355652 (0.23209891821208753) | > loss_0: 2.3967700004577637 (2.420883617903057) | > loss_gen: 2.293799638748169 (2.2937613474695304) | > loss_kl: 2.261981964111328 (3.215366890555934) | > loss_feat: 6.335555076599121 (6.7897932403966) | > loss_mel: 16.59052848815918 (17.35454619558234) | > loss_duration: 2.3840508460998535 (2.385008874692415) | > loss_1: 29.865915298461914 (32.03847694396973)  --> STEP: 20 | > loss_disc: 2.4027435779571533 (2.4199766159057616) | > loss_disc_real_0: 0.12321894615888596 (0.12414664793759585) | > loss_disc_real_1: 0.24609322845935822 (0.195732244849205) | > loss_disc_real_2: 0.2544877827167511 (0.23692451119422914) | > loss_disc_real_3: 0.2302909642457962 (0.23804099708795548) | > loss_disc_real_4: 0.21295571327209473 (0.2393119104206562) | > loss_disc_real_5: 0.19517849385738373 (0.23025289699435234) | > loss_0: 2.4027435779571533 (2.4199766159057616) | > loss_gen: 2.2773265838623047 (2.2929396092891694) | > loss_kl: 2.2777481079101562 (3.168485951423645) | > loss_feat: 5.923902988433838 (6.746498727798462) | > loss_mel: 18.483518600463867 (17.410994815826417) | > loss_duration: 2.377194881439209 (2.384618175029755) | > loss_1: 31.339691162109375 (32.00353765487671)  --> STEP: 21 | > loss_disc: 2.484449863433838 (2.4230467705499557) | > loss_disc_real_0: 0.11789284646511078 (0.1238488478674775) | > loss_disc_real_1: 0.232244074344635 (0.19747090339660645) | > loss_disc_real_2: 0.17372390627861023 (0.23391495857919967) | > loss_disc_real_3: 0.23143669962882996 (0.23772650673275902) | > loss_disc_real_4: 0.2902053892612457 (0.24173540941306523) | > loss_disc_real_5: 0.30224359035491943 (0.23368102524961745) | > loss_0: 2.484449863433838 (2.4230467705499557) | > loss_gen: 2.5161125659942627 (2.303566892941793) | > loss_kl: 2.3706817626953125 (3.1304952757699147) | > loss_feat: 5.918682098388672 (6.707078888302758) | > loss_mel: 15.912155151367188 (17.339621498471214) | > loss_duration: 2.1886868476867676 (2.375288111822946) | > loss_1: 28.90631866455078 (31.85605103628976)  --> STEP: 22 | > loss_disc: 2.612908124923706 (2.431676832112399) | > loss_disc_real_0: 0.15978172421455383 (0.12548216042870824) | > loss_disc_real_1: 0.23505547642707825 (0.19917929307980972) | > loss_disc_real_2: 0.2329409420490265 (0.23387068510055542) | > loss_disc_real_3: 0.2532150149345398 (0.23843052983283997) | > loss_disc_real_4: 0.27368858456611633 (0.24318782646547665) | > loss_disc_real_5: 0.2695976793766022 (0.23531360043720764) | > loss_0: 2.612908124923706 (2.431676832112399) | > loss_gen: 2.1851561069488525 (2.298184584487568) | > loss_kl: 2.5390844345092773 (3.1036129648035224) | > loss_feat: 7.443335056304932 (6.740545077757402) | > loss_mel: 19.470251083374023 (17.43646829778498) | > loss_duration: 2.211493492126465 (2.367842901836742) | > loss_1: 33.84931945800781 (31.94665414636785)  --> STEP: 23 | > loss_disc: 2.66914963722229 (2.442001736682394) | > loss_disc_real_0: 0.2619972229003906 (0.13141759792747704) | > loss_disc_real_1: 0.21353822946548462 (0.19980359466179556) | > loss_disc_real_2: 0.23513275384902954 (0.2339255576548369) | > loss_disc_real_3: 0.2628382742404938 (0.23949173611143362) | > loss_disc_real_4: 0.26304391026496887 (0.2440511344567589) | > loss_disc_real_5: 0.25124189257621765 (0.23600613487803418) | > loss_0: 2.66914963722229 (2.442001736682394) | > loss_gen: 2.3193674087524414 (2.2991055768469106) | > loss_kl: 2.6058413982391357 (3.081970722778984) | > loss_feat: 6.28358268737793 (6.720677147740903) | > loss_mel: 15.510041236877441 (17.352710599484652) | > loss_duration: 2.3188018798828125 (2.365710683490919) | > loss_1: 29.037635803222656 (31.820175087970235)  --> STEP: 24 | > loss_disc: 2.4715778827667236 (2.4432340761025744) | > loss_disc_real_0: 0.1050707995891571 (0.13031981466338036) | > loss_disc_real_1: 0.2354523241519928 (0.2012889583905538) | > loss_disc_real_2: 0.2158873826265335 (0.23317396702865759) | > loss_disc_real_3: 0.2487175464630127 (0.23987614487608275) | > loss_disc_real_4: 0.23774150013923645 (0.24378823302686214) | > loss_disc_real_5: 0.21411468088626862 (0.2350939909617106) | > loss_0: 2.4715778827667236 (2.4432340761025744) | > loss_gen: 2.150279998779297 (2.2929045110940933) | > loss_kl: 2.36438250541687 (3.052071213722229) | > loss_feat: 6.012176036834717 (6.691156268119812) | > loss_mel: 16.01264190673828 (17.296874403953552) | > loss_duration: 2.397003650665283 (2.367014557123184) | > loss_1: 28.93648338317871 (31.700021266937256)  --> STEP: 25 | > loss_disc: 2.5938467979431152 (2.449258584976196) | > loss_disc_real_0: 0.14124372601509094 (0.13075677111744877) | > loss_disc_real_1: 0.26465222239494324 (0.20382348895072938) | > loss_disc_real_2: 0.20415295660495758 (0.23201312661170959) | > loss_disc_real_3: 0.25435763597488403 (0.24045540452003478) | > loss_disc_real_4: 0.2928605079650879 (0.24575112402439117) | > loss_disc_real_5: 0.26726672053337097 (0.23638090014457702) | > loss_0: 2.5938467979431152 (2.449258584976196) | > loss_gen: 2.319927930831909 (2.293985447883606) | > loss_kl: 2.5984885692596436 (3.033927907943726) | > loss_feat: 7.856451988220215 (6.737768096923828) | > loss_mel: 16.368656158447266 (17.2597456741333) | > loss_duration: 2.396500587463379 (2.368193998336792) | > loss_1: 31.540023803710938 (31.693621368408202)  --> STEP: 26 | > loss_disc: 2.830583333969116 (2.4639249214759236) | > loss_disc_real_0: 0.24708585441112518 (0.135230966628744) | > loss_disc_real_1: 0.19021481275558472 (0.2033000783278392) | > loss_disc_real_2: 0.20906071364879608 (0.23113034149775138) | > loss_disc_real_3: 0.20098111033439636 (0.23893716243597177) | > loss_disc_real_4: 0.2178903967142105 (0.24467955758938423) | > loss_disc_real_5: 0.2125042974948883 (0.23546256927343515) | > loss_0: 2.830583333969116 (2.4639249214759236) | > loss_gen: 1.5627682209014893 (2.2658617083842936) | > loss_kl: 2.5473721027374268 (3.0152142231280985) | > loss_feat: 8.990376472473145 (6.824406880598802) | > loss_mel: 9.1014986038208 (16.94596694065974) | > loss_duration: 2.2540760040283203 (2.363804844709543) | > loss_1: 24.456092834472656 (31.41525488633376) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024205996440007137 (-6.83436026939978e-05) | > avg_loss_disc: 2.4639249214759236 (-0.01091977724662252) | > avg_loss_disc_real_0: 0.135230966628744 (-0.02049099009197497) | > avg_loss_disc_real_1: 0.2033000783278392 (+0.0025189069028084266) | > avg_loss_disc_real_2: 0.23113034149775138 (-0.0019866709525768467) | > avg_loss_disc_real_3: 0.23893716243597177 (-0.03396553316941628) | > avg_loss_disc_real_4: 0.24467955758938423 (+0.011445877643731922) | > avg_loss_disc_real_5: 0.23546256927343515 (+0.009451366387880772) | > avg_loss_0: 2.4639249214759236 (-0.01091977724662252) | > avg_loss_gen: 2.2658617083842936 (-0.13633373608956045) | > avg_loss_kl: 3.0152142231280985 (+0.0019065095828127987) | > avg_loss_feat: 6.824406880598802 (-0.18167844185462378) | > avg_loss_mel: 16.94596694065974 (-0.3351551569425162) | > avg_loss_duration: 2.363804844709543 (+0.012400911404535808) | > avg_loss_1: 31.41525488633376 (-0.6388594554020806)  > EPOCH: 880/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:14:07)   --> TIME: 2024-06-12 06:14:17 -- STEP: 24/330 -- GLOBAL_STEP: 378425 | > loss_disc: 2.401153564453125 (2.3098784089088444) | > loss_disc_real_0: 0.15689295530319214 (0.10593821822355191) | > loss_disc_real_1: 0.2040073275566101 (0.1911205785969893) | > loss_disc_real_2: 0.20078802108764648 (0.20583883859217167) | > loss_disc_real_3: 0.22987006604671478 (0.2235798922677835) | > loss_disc_real_4: 0.2411971539258957 (0.22993361577391624) | > loss_disc_real_5: 0.23155829310417175 (0.21891451751192412) | > loss_0: 2.401153564453125 (2.3098784089088444) | > grad_norm_0: tensor(7.2200, device='cuda:0') (tensor(7.7569, device='cuda:0')) | > loss_gen: 2.6399405002593994 (2.516650895277659) | > loss_kl: 1.8570075035095215 (1.8975307593743007) | > loss_feat: 7.557554244995117 (7.01970378557841) | > loss_mel: 16.74519920349121 (17.33701713879903) | > loss_duration: 1.9159305095672607 (2.0195114562908807) | > loss_1: 30.71563148498535 (30.790413935979206) | > grad_norm_1: tensor(108.2242, device='cuda:0') (tensor(78.9213, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3612 (0.3633840680122375) | > loader_time: 0.0032 (0.0032514731089274087)  --> TIME: 2024-06-12 06:14:26 -- STEP: 49/330 -- GLOBAL_STEP: 378450 | > loss_disc: 2.4006474018096924 (2.3304400395373897) | > loss_disc_real_0: 0.1004939004778862 (0.10573727014113446) | > loss_disc_real_1: 0.2024589627981186 (0.19048132306458998) | > loss_disc_real_2: 0.2199920117855072 (0.20674729316818471) | > loss_disc_real_3: 0.20571663975715637 (0.22681578355176107) | > loss_disc_real_4: 0.21931716799736023 (0.23248400706417707) | > loss_disc_real_5: 0.21007521450519562 (0.22040362047905826) | > loss_0: 2.4006474018096924 (2.3304400395373897) | > grad_norm_0: tensor(17.3921, device='cuda:0') (tensor(9.1375, device='cuda:0')) | > loss_gen: 2.401792287826538 (2.524869052731261) | > loss_kl: 1.91105055809021 (1.9020395692513914) | > loss_feat: 6.643063545227051 (7.101389466499795) | > loss_mel: 17.262758255004883 (17.24451610020229) | > loss_duration: 1.9406754970550537 (1.986705857880262) | > loss_1: 30.159339904785156 (30.75951996628119) | > grad_norm_1: tensor(92.5055, device='cuda:0') (tensor(112.2233, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3745 (0.36243776885830625) | > loader_time: 0.0034 (0.003396408898489816)  --> TIME: 2024-06-12 06:14:36 -- STEP: 74/330 -- GLOBAL_STEP: 378475 | > loss_disc: 2.306077718734741 (2.3361109817350227) | > loss_disc_real_0: 0.08578624576330185 (0.10671955427607975) | > loss_disc_real_1: 0.14559917151927948 (0.19203734015290802) | > loss_disc_real_2: 0.2392687350511551 (0.2074242651059821) | > loss_disc_real_3: 0.20581495761871338 (0.22765941797076045) | > loss_disc_real_4: 0.22995780408382416 (0.23387445489297043) | > loss_disc_real_5: 0.2523139417171478 (0.22226982765101097) | > loss_0: 2.306077718734741 (2.3361109817350227) | > grad_norm_0: tensor(13.3259, device='cuda:0') (tensor(9.1424, device='cuda:0')) | > loss_gen: 2.605597734451294 (2.5139298052401156) | > loss_kl: 1.9961910247802734 (1.920715233764133) | > loss_feat: 7.506554126739502 (7.131766428818574) | > loss_mel: 17.65947723388672 (17.250398532764326) | > loss_duration: 1.9146950244903564 (1.9754990226513633) | > loss_1: 31.68251609802246 (30.792308987797917) | > grad_norm_1: tensor(61.0024, device='cuda:0') (tensor(114.4408, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3782 (0.36392917826369003) | > loader_time: 0.0038 (0.0035342042510573927)  --> TIME: 2024-06-12 06:14:45 -- STEP: 99/330 -- GLOBAL_STEP: 378500 | > loss_disc: 2.3127827644348145 (2.3397875048897476) | > loss_disc_real_0: 0.09973807632923126 (0.10842752343777454) | > loss_disc_real_1: 0.1928037405014038 (0.19314810964796278) | > loss_disc_real_2: 0.18602053821086884 (0.2085594348233156) | > loss_disc_real_3: 0.22711585462093353 (0.22793423301643795) | > loss_disc_real_4: 0.22411225736141205 (0.23224804287004952) | > loss_disc_real_5: 0.22567689418792725 (0.22101967172189194) | > loss_0: 2.3127827644348145 (2.3397875048897476) | > grad_norm_0: tensor(9.3858, device='cuda:0') (tensor(9.0418, device='cuda:0')) | > loss_gen: 2.511414051055908 (2.505692915482955) | > loss_kl: 1.9633427858352661 (1.9352183426269378) | > loss_feat: 7.014625549316406 (7.104550891452366) | > loss_mel: 17.937803268432617 (17.20026406374843) | > loss_duration: 1.991203784942627 (1.9777626834734525) | > loss_1: 31.41838836669922 (30.723488932908182) | > grad_norm_1: tensor(171.1043, device='cuda:0') (tensor(114.5255, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3623 (0.364888391109428) | > loader_time: 0.0036 (0.0036655772816051135) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_378500.pth  --> TIME: 2024-06-12 06:14:59 -- STEP: 124/330 -- GLOBAL_STEP: 378525 | > loss_disc: 2.2975668907165527 (2.344112801936365) | > loss_disc_real_0: 0.136642724275589 (0.11032277814322902) | > loss_disc_real_1: 0.1603243052959442 (0.1947860190224263) | > loss_disc_real_2: 0.19433197379112244 (0.20963989919231787) | > loss_disc_real_3: 0.23307372629642487 (0.22879351711561602) | > loss_disc_real_4: 0.20346713066101074 (0.23148137102684668) | > loss_disc_real_5: 0.2027483433485031 (0.21941649961856105) | > loss_0: 2.2975668907165527 (2.344112801936365) | > grad_norm_0: tensor(7.3828, device='cuda:0') (tensor(9.4292, device='cuda:0')) | > loss_gen: 2.5466880798339844 (2.499043616556353) | > loss_kl: 1.9808943271636963 (1.9536189725322108) | > loss_feat: 7.73519229888916 (7.085087064773806) | > loss_mel: 17.71698760986328 (17.19812881562017) | > loss_duration: 2.0081703662872314 (1.9832028198626737) | > loss_1: 31.987934112548828 (30.719081340297574) | > grad_norm_1: tensor(143.2475, device='cuda:0') (tensor(128.0648, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3705 (0.36880791956378567) | > loader_time: 0.0037 (0.003729243432321856)  --> TIME: 2024-06-12 06:15:09 -- STEP: 149/330 -- GLOBAL_STEP: 378550 | > loss_disc: 2.325415849685669 (2.3494229684740096) | > loss_disc_real_0: 0.08222581446170807 (0.11189683121722817) | > loss_disc_real_1: 0.1802675575017929 (0.19452258594484137) | > loss_disc_real_2: 0.2458113729953766 (0.20986613511239122) | > loss_disc_real_3: 0.22106780111789703 (0.22932421411043846) | > loss_disc_real_4: 0.20474927127361298 (0.23229684805710044) | > loss_disc_real_5: 0.21447893977165222 (0.22044039662652368) | > loss_0: 2.325415849685669 (2.3494229684740096) | > grad_norm_0: tensor(15.7142, device='cuda:0') (tensor(10.1199, device='cuda:0')) | > loss_gen: 2.5160505771636963 (2.493616875386079) | > loss_kl: 2.294279098510742 (1.9675255909862135) | > loss_feat: 6.851522922515869 (7.060091434709178) | > loss_mel: 17.42902946472168 (17.187159487065053) | > loss_duration: 2.013174533843994 (1.9887094185656349) | > loss_1: 31.104055404663086 (30.69710282191334) | > grad_norm_1: tensor(212.7158, device='cuda:0') (tensor(133.8852, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3768 (0.37034104974477877) | > loader_time: 0.0047 (0.0037830067961007957)  --> TIME: 2024-06-12 06:15:19 -- STEP: 174/330 -- GLOBAL_STEP: 378575 | > loss_disc: 2.37968373298645 (2.3516469440240955) | > loss_disc_real_0: 0.12826791405677795 (0.11277255107616556) | > loss_disc_real_1: 0.19230084121227264 (0.1942202639819562) | > loss_disc_real_2: 0.20832036435604095 (0.2102685497923829) | > loss_disc_real_3: 0.23986291885375977 (0.22958715388487125) | > loss_disc_real_4: 0.22499041259288788 (0.23193277915318808) | > loss_disc_real_5: 0.22129099071025848 (0.2206471830435183) | > loss_0: 2.37968373298645 (2.3516469440240955) | > grad_norm_0: tensor(15.0505, device='cuda:0') (tensor(10.7246, device='cuda:0')) | > loss_gen: 2.5215580463409424 (2.489375056891607) | > loss_kl: 1.9342135190963745 (1.9759303900017136) | > loss_feat: 7.1887946128845215 (7.042070213405565) | > loss_mel: 16.83834457397461 (17.156021046912535) | > loss_duration: 2.073554515838623 (1.9946077671544304) | > loss_1: 30.556467056274414 (30.658004508621392) | > grad_norm_1: tensor(294.7414, device='cuda:0') (tensor(146.2728, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3896 (0.3733589210729487) | > loader_time: 0.004 (0.00386262488091129)  --> TIME: 2024-06-12 06:15:29 -- STEP: 199/330 -- GLOBAL_STEP: 378600 | > loss_disc: 2.5504729747772217 (2.351686805935958) | > loss_disc_real_0: 0.13868245482444763 (0.11371367301174144) | > loss_disc_real_1: 0.20649950206279755 (0.1946749213203114) | > loss_disc_real_2: 0.28018224239349365 (0.21037012465934657) | > loss_disc_real_3: 0.2562161087989807 (0.22952020722417976) | > loss_disc_real_4: 0.2912706434726715 (0.2316468528766728) | > loss_disc_real_5: 0.2937092185020447 (0.22054021884149044) | > loss_0: 2.5504729747772217 (2.351686805935958) | > grad_norm_0: tensor(25.1332, device='cuda:0') (tensor(11.9509, device='cuda:0')) | > loss_gen: 2.378371000289917 (2.493138915929365) | > loss_kl: 1.8577414751052856 (1.9799427213381284) | > loss_feat: 6.258377552032471 (7.033709669832009) | > loss_mel: 16.62790870666504 (17.12105175478375) | > loss_duration: 2.12410569190979 (2.0035402037989556) | > loss_1: 29.246503829956055 (30.631383282455367) | > grad_norm_1: tensor(195.4094, device='cuda:0') (tensor(166.0885, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3921 (0.3769257955215682) | > loader_time: 0.0051 (0.003970383399695011)  --> TIME: 2024-06-12 06:15:40 -- STEP: 224/330 -- GLOBAL_STEP: 378625 | > loss_disc: 2.323570728302002 (2.3521686430488282) | > loss_disc_real_0: 0.11357619613409042 (0.11423671445144075) | > loss_disc_real_1: 0.20334768295288086 (0.19496430849124277) | > loss_disc_real_2: 0.2536402642726898 (0.21061770624614187) | > loss_disc_real_3: 0.23831693828105927 (0.22951134254357644) | > loss_disc_real_4: 0.21206924319267273 (0.23217964079231024) | > loss_disc_real_5: 0.1546809822320938 (0.219919194866504) | > loss_0: 2.323570728302002 (2.3521686430488282) | > grad_norm_0: tensor(11.1365, device='cuda:0') (tensor(13.9122, device='cuda:0')) | > loss_gen: 2.56103515625 (2.5013944155403562) | > loss_kl: 1.9926937818527222 (1.9861261892531599) | > loss_feat: 7.475610256195068 (7.0517106120075495) | > loss_mel: 16.805641174316406 (17.092481285333648) | > loss_duration: 2.105651378631592 (2.011509649987732) | > loss_1: 30.940631866455078 (30.64322214467185) | > grad_norm_1: tensor(653.6591, device='cuda:0') (tensor(192.1968, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.3998 (0.3815159808312142) | > loader_time: 0.0052 (0.0040986112185886926)  --> TIME: 2024-06-12 06:15:51 -- STEP: 249/330 -- GLOBAL_STEP: 378650 | > loss_disc: 2.29245924949646 (2.3533670796926693) | > loss_disc_real_0: 0.09010621905326843 (0.11558080255147443) | > loss_disc_real_1: 0.17161911725997925 (0.19527199325791325) | > loss_disc_real_2: 0.2262372374534607 (0.2107095884750167) | > loss_disc_real_3: 0.22222724556922913 (0.22956561222373242) | > loss_disc_real_4: 0.22747303545475006 (0.2323014320259592) | > loss_disc_real_5: 0.21690958738327026 (0.219707314328975) | > loss_0: 2.29245924949646 (2.3533670796926693) | > grad_norm_0: tensor(46.6371, device='cuda:0') (tensor(16.6643, device='cuda:0')) | > loss_gen: 2.497938394546509 (2.506716506069445) | > loss_kl: 2.088557720184326 (1.9902231544854652) | > loss_feat: 6.887741565704346 (7.051882787880649) | > loss_mel: 16.915163040161133 (17.067385190940787) | > loss_duration: 2.1083626747131348 (2.0205544137571727) | > loss_1: 30.49776268005371 (30.636762044515955) | > grad_norm_1: tensor(519.1131, device='cuda:0') (tensor(219.9632, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.4118 (0.3853814247621588) | > loader_time: 0.0052 (0.004229755286710808)  --> TIME: 2024-06-12 06:16:02 -- STEP: 274/330 -- GLOBAL_STEP: 378675 | > loss_disc: 2.361514091491699 (2.3535713601286368) | > loss_disc_real_0: 0.15999269485473633 (0.11689434477882664) | > loss_disc_real_1: 0.2040974199771881 (0.19550826503847638) | > loss_disc_real_2: 0.2597677707672119 (0.21081453463891997) | > loss_disc_real_3: 0.26012977957725525 (0.2295343005200372) | > loss_disc_real_4: 0.23989737033843994 (0.23198864663386867) | > loss_disc_real_5: 0.21044251322746277 (0.21828459350079515) | > loss_0: 2.361514091491699 (2.3535713601286368) | > grad_norm_0: tensor(42.7766, device='cuda:0') (tensor(18.1704, device='cuda:0')) | > loss_gen: 2.6167256832122803 (2.5083760275457916) | > loss_kl: 2.175518035888672 (1.9949358658198892) | > loss_feat: 6.95006799697876 (7.054344024101314) | > loss_mel: 15.41148853302002 (17.029441168708544) | > loss_duration: 2.139732837677002 (2.0296873467682066) | > loss_1: 29.293533325195312 (30.61678445774273) | > grad_norm_1: tensor(705.1284, device='cuda:0') (tensor(245.4961, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.4513 (0.3898439294230328) | > loader_time: 0.0065 (0.0043588641786227265)  --> TIME: 2024-06-12 06:16:14 -- STEP: 299/330 -- GLOBAL_STEP: 378700 | > loss_disc: 2.3798012733459473 (2.3569330108604283) | > loss_disc_real_0: 0.12040692567825317 (0.11789432215351724) | > loss_disc_real_1: 0.18733711540699005 (0.1958940213041561) | > loss_disc_real_2: 0.17677901685237885 (0.21069306424230236) | > loss_disc_real_3: 0.22219279408454895 (0.22950331358407253) | > loss_disc_real_4: 0.24010585248470306 (0.2323480586842151) | > loss_disc_real_5: 0.2201223075389862 (0.21882167000036973) | > loss_0: 2.3798012733459473 (2.3569330108604283) | > grad_norm_0: tensor(23.1964, device='cuda:0') (tensor(18.5601, device='cuda:0')) | > loss_gen: 2.3871772289276123 (2.5023046704040333) | > loss_kl: 2.222205877304077 (2.000039004561893) | > loss_feat: 6.660234451293945 (7.048750108699736) | > loss_mel: 15.937457084655762 (16.97310177219354) | > loss_duration: 2.2016539573669434 (2.0405627951574172) | > loss_1: 29.408727645874023 (30.56475837733036) | > grad_norm_1: tensor(358.4042, device='cuda:0') (tensor(254.2717, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.4725 (0.3956126177988722) | > loader_time: 0.0068 (0.004507001028411764)  --> TIME: 2024-06-12 06:16:28 -- STEP: 324/330 -- GLOBAL_STEP: 378725 | > loss_disc: 2.568358898162842 (2.3645650155750295) | > loss_disc_real_0: 0.20319341123104095 (0.11962208124222579) | > loss_disc_real_1: 0.26617106795310974 (0.19767259199310233) | > loss_disc_real_2: 0.22667177021503448 (0.2110515967655329) | > loss_disc_real_3: 0.22877347469329834 (0.22980879150606967) | > loss_disc_real_4: 0.2663653790950775 (0.23242612334865112) | > loss_disc_real_5: 0.25365036725997925 (0.21931204572319984) | > loss_0: 2.568358898162842 (2.3645650155750295) | > grad_norm_0: tensor(9.3445, device='cuda:0') (tensor(19.0284, device='cuda:0')) | > loss_gen: 2.186239719390869 (2.4967075100651512) | > loss_kl: 2.177870512008667 (2.008193723213525) | > loss_feat: 8.02216911315918 (7.086177939250147) | > loss_mel: 17.38265037536621 (16.93699494997661) | > loss_duration: 2.2591261863708496 (2.055266053220372) | > loss_1: 32.02805709838867 (30.583340215094296) | > grad_norm_1: tensor(119.6838, device='cuda:0') (tensor(260.9857, device='cuda:0')) | > current_lr_0: 0.00017916559518894084 | > current_lr_1: 0.00017916559518894084 | > step_time: 0.62 (0.4077541680983554) | > loader_time: 0.0084 (0.004775478516095951)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.780228614807129 (2.780228614807129) | > loss_disc_real_0: 0.3169429302215576 (0.3169429302215576) | > loss_disc_real_1: 0.23346447944641113 (0.23346447944641113) | > loss_disc_real_2: 0.25944310426712036 (0.25944310426712036) | > loss_disc_real_3: 0.3070783019065857 (0.3070783019065857) | > loss_disc_real_4: 0.36131125688552856 (0.36131125688552856) | > loss_disc_real_5: 0.38330599665641785 (0.38330599665641785) | > loss_0: 2.780228614807129 (2.780228614807129) | > loss_gen: 2.628648281097412 (2.628648281097412) | > loss_kl: 2.0308351516723633 (2.0308351516723633) | > loss_feat: 6.007846832275391 (6.007846832275391) | > loss_mel: 14.553186416625977 (14.553186416625977) | > loss_duration: 3.164106845855713 (3.164106845855713) | > loss_1: 28.384624481201172 (28.384624481201172)  --> STEP: 1 | > loss_disc: 2.2249252796173096 (2.2249252796173096) | > loss_disc_real_0: 0.1650659441947937 (0.1650659441947937) | > loss_disc_real_1: 0.16091643273830414 (0.16091643273830414) | > loss_disc_real_2: 0.2034616768360138 (0.2034616768360138) | > loss_disc_real_3: 0.23300300538539886 (0.23300300538539886) | > loss_disc_real_4: 0.26414477825164795 (0.26414477825164795) | > loss_disc_real_5: 0.21499626338481903 (0.21499626338481903) | > loss_0: 2.2249252796173096 (2.2249252796173096) | > loss_gen: 2.563197135925293 (2.563197135925293) | > loss_kl: 2.8649353981018066 (2.8649353981018066) | > loss_feat: 6.00604248046875 (6.00604248046875) | > loss_mel: 16.005495071411133 (16.005495071411133) | > loss_duration: 2.4156460762023926 (2.4156460762023926) | > loss_1: 29.855316162109375 (29.855316162109375)  --> STEP: 2 | > loss_disc: 2.566826820373535 (2.3958760499954224) | > loss_disc_real_0: 0.144292414188385 (0.15467917919158936) | > loss_disc_real_1: 0.1415432095527649 (0.15122982114553452) | > loss_disc_real_2: 0.32563427090644836 (0.2645479738712311) | > loss_disc_real_3: 0.25018998980522156 (0.2415964975953102) | > loss_disc_real_4: 0.35347074270248413 (0.30880776047706604) | > loss_disc_real_5: 0.30617502331733704 (0.26058564335107803) | > loss_0: 2.566826820373535 (2.3958760499954224) | > loss_gen: 2.4812607765197754 (2.522228956222534) | > loss_kl: 3.367323160171509 (3.1161292791366577) | > loss_feat: 5.557134628295898 (5.781588554382324) | > loss_mel: 18.10808563232422 (17.056790351867676) | > loss_duration: 2.4551010131835938 (2.435373544692993) | > loss_1: 31.968904495239258 (30.912110328674316)  --> STEP: 3 | > loss_disc: 2.34775972366333 (2.3798372745513916) | > loss_disc_real_0: 0.2231762558221817 (0.17751153806845346) | > loss_disc_real_1: 0.20598673820495605 (0.16948212683200836) | > loss_disc_real_2: 0.23522639274597168 (0.2547741134961446) | > loss_disc_real_3: 0.2594349682331085 (0.24754265447457632) | > loss_disc_real_4: 0.2670705318450928 (0.29489535093307495) | > loss_disc_real_5: 0.28159886598587036 (0.2675900508960088) | > loss_0: 2.34775972366333 (2.3798372745513916) | > loss_gen: 2.870438814163208 (2.6382989088694253) | > loss_kl: 3.8116629123687744 (3.3479738235473633) | > loss_feat: 7.480629920959473 (6.347935676574707) | > loss_mel: 14.180956840515137 (16.09817918141683) | > loss_duration: 2.3248648643493652 (2.3985373179117837) | > loss_1: 30.668554306030273 (30.83092498779297)  --> STEP: 4 | > loss_disc: 2.6718831062316895 (2.452848732471466) | > loss_disc_real_0: 0.22965256869792938 (0.19054679572582245) | > loss_disc_real_1: 0.20925003290176392 (0.17942410334944725) | > loss_disc_real_2: 0.16515164077281952 (0.23236849531531334) | > loss_disc_real_3: 0.329971045255661 (0.2681497521698475) | > loss_disc_real_4: 0.34171855449676514 (0.3066011518239975) | > loss_disc_real_5: 0.4036877453327179 (0.3016144745051861) | > loss_0: 2.6718831062316895 (2.452848732471466) | > loss_gen: 2.685614824295044 (2.65012788772583) | > loss_kl: 3.72710919380188 (3.4427576661109924) | > loss_feat: 6.565147876739502 (6.402238726615906) | > loss_mel: 17.801851272583008 (16.524097204208374) | > loss_duration: 2.357269763946533 (2.388220429420471) | > loss_1: 33.136993408203125 (31.407442092895508)  --> STEP: 5 | > loss_disc: 2.439988613128662 (2.4502767086029054) | > loss_disc_real_0: 0.15187479555606842 (0.18281239569187163) | > loss_disc_real_1: 0.19533398747444153 (0.1826060801744461) | > loss_disc_real_2: 0.26730918884277344 (0.23935663402080537) | > loss_disc_real_3: 0.31038716435432434 (0.27659723460674285) | > loss_disc_real_4: 0.3124717175960541 (0.3077752649784088) | > loss_disc_real_5: 0.22374674677848816 (0.2860409289598465) | > loss_0: 2.439988613128662 (2.4502767086029054) | > loss_gen: 2.6453254222869873 (2.6491673946380616) | > loss_kl: 3.7902355194091797 (3.51225323677063) | > loss_feat: 5.279364109039307 (6.177663803100586) | > loss_mel: 18.931392669677734 (17.005556297302245) | > loss_duration: 2.4183349609375 (2.394243335723877) | > loss_1: 33.06465148925781 (31.73888397216797)  --> STEP: 6 | > loss_disc: 2.413576602935791 (2.4441600243250527) | > loss_disc_real_0: 0.10985268652439117 (0.17065244416395822) | > loss_disc_real_1: 0.24211132526397705 (0.19252362102270126) | > loss_disc_real_2: 0.2515896260738373 (0.241395466029644) | > loss_disc_real_3: 0.24796973168849945 (0.27182598412036896) | > loss_disc_real_4: 0.28497105836868286 (0.30397456387678784) | > loss_disc_real_5: 0.2560788094997406 (0.2810472423831622) | > loss_0: 2.413576602935791 (2.4441600243250527) | > loss_gen: 2.501959800720215 (2.624632795651754) | > loss_kl: 3.2071399688720703 (3.461401025454203) | > loss_feat: 6.24397087097168 (6.188714981079102) | > loss_mel: 16.05683708190918 (16.84743642807007) | > loss_duration: 2.186964988708496 (2.359696944554647) | > loss_1: 30.19687271118164 (31.481882095336914)  --> STEP: 7 | > loss_disc: 2.3956453800201416 (2.4372293608529225) | > loss_disc_real_0: 0.17136850953102112 (0.17075473921639578) | > loss_disc_real_1: 0.22548402845859528 (0.1972322506564004) | > loss_disc_real_2: 0.25920647382736206 (0.2439398957150323) | > loss_disc_real_3: 0.32236844301223755 (0.2790463353906359) | > loss_disc_real_4: 0.32073235511779785 (0.306368534054075) | > loss_disc_real_5: 0.23063534498214722 (0.2738455427544458) | > loss_0: 2.3956453800201416 (2.4372293608529225) | > loss_gen: 2.716654062271118 (2.6377786908830916) | > loss_kl: 4.25234842300415 (3.5743935108184814) | > loss_feat: 7.030850887298584 (6.309020110539028) | > loss_mel: 16.582427978515625 (16.80957807813372) | > loss_duration: 2.4612479209899902 (2.374204226902553) | > loss_1: 33.04352951049805 (31.704974583217076)  --> STEP: 8 | > loss_disc: 2.3929636478424072 (2.4316961467266083) | > loss_disc_real_0: 0.2356276959180832 (0.1788638588041067) | > loss_disc_real_1: 0.18607158958911896 (0.19583716802299023) | > loss_disc_real_2: 0.25207093358039856 (0.2449562754482031) | > loss_disc_real_3: 0.26632043719291687 (0.277455598115921) | > loss_disc_real_4: 0.2573069632053375 (0.3002358376979828) | > loss_disc_real_5: 0.18952299654483795 (0.2633052244782448) | > loss_0: 2.3929636478424072 (2.4316961467266083) | > loss_gen: 2.7916624546051025 (2.657014161348343) | > loss_kl: 3.146493911743164 (3.5209060609340668) | > loss_feat: 8.619182586669922 (6.597790420055389) | > loss_mel: 19.276092529296875 (17.117892384529114) | > loss_duration: 2.309000253677368 (2.366053730249405) | > loss_1: 36.142433166503906 (32.25965690612793)  --> STEP: 9 | > loss_disc: 2.2652933597564697 (2.4132069481743708) | > loss_disc_real_0: 0.1414371132850647 (0.17470533152421316) | > loss_disc_real_1: 0.12336849421262741 (0.18778509315517214) | > loss_disc_real_2: 0.294029176235199 (0.2504088199800915) | > loss_disc_real_3: 0.2813255786895752 (0.27788559595743817) | > loss_disc_real_4: 0.27956539392471313 (0.29793912172317505) | > loss_disc_real_5: 0.22386977076530457 (0.2589235073990292) | > loss_0: 2.2652933597564697 (2.4132069481743708) | > loss_gen: 2.875894546508789 (2.681334204143948) | > loss_kl: 2.26544451713562 (3.3814103338453503) | > loss_feat: 7.939631462097168 (6.746883869171143) | > loss_mel: 18.509140014648438 (17.272475454542374) | > loss_duration: 2.1725547313690186 (2.3445538414849176) | > loss_1: 33.762664794921875 (32.42665778266059)  --> STEP: 10 | > loss_disc: 2.457277774810791 (2.4176140308380125) | > loss_disc_real_0: 0.11093392223119736 (0.16832819059491158) | > loss_disc_real_1: 0.16521157324314117 (0.18552774116396903) | > loss_disc_real_2: 0.20471501350402832 (0.2458394393324852) | > loss_disc_real_3: 0.24813705682754517 (0.2749107420444489) | > loss_disc_real_4: 0.3623591363430023 (0.30438112318515775) | > loss_disc_real_5: 0.2928406596183777 (0.2623152226209641) | > loss_0: 2.457277774810791 (2.4176140308380125) | > loss_gen: 2.5017621517181396 (2.6633769989013674) | > loss_kl: 2.8645386695861816 (3.3297231674194334) | > loss_feat: 5.457888126373291 (6.617984294891357) | > loss_mel: 15.112462997436523 (17.056474208831787) | > loss_duration: 2.3625376224517822 (2.346352219581604) | > loss_1: 28.299190521240234 (32.01391105651855)  --> STEP: 11 | > loss_disc: 2.348557710647583 (2.4113361835479736) | > loss_disc_real_0: 0.09570338577032089 (0.16172593561085788) | > loss_disc_real_1: 0.1905900239944458 (0.1859879486940124) | > loss_disc_real_2: 0.31037554144859314 (0.2517063577066768) | > loss_disc_real_3: 0.2699284553527832 (0.27445780689066107) | > loss_disc_real_4: 0.3081831634044647 (0.3047267632050948) | > loss_disc_real_5: 0.3116651475429535 (0.266801579432054) | > loss_0: 2.348557710647583 (2.4113361835479736) | > loss_gen: 2.7670087814331055 (2.672798070040616) | > loss_kl: 3.526742696762085 (3.347634033723311) | > loss_feat: 7.112654685974121 (6.662954330444336) | > loss_mel: 16.329328536987305 (16.990370056845926) | > loss_duration: 2.5162734985351562 (2.3617996085773814) | > loss_1: 32.252010345458984 (32.03555644642223)  --> STEP: 12 | > loss_disc: 2.344085931777954 (2.405731995900472) | > loss_disc_real_0: 0.16032999753952026 (0.1616096074382464) | > loss_disc_real_1: 0.21292707324028015 (0.1882328757395347) | > loss_disc_real_2: 0.34507209062576294 (0.259486835449934) | > loss_disc_real_3: 0.23474377393722534 (0.27114830414454144) | > loss_disc_real_4: 0.3155317008495331 (0.30562717467546463) | > loss_disc_real_5: 0.23161058127880096 (0.26386899625261623) | > loss_0: 2.344085931777954 (2.405731995900472) | > loss_gen: 2.9532761573791504 (2.696171243985494) | > loss_kl: 2.961142063140869 (3.3154263695081077) | > loss_feat: 6.35913610458374 (6.637636144955953) | > loss_mel: 18.163782119750977 (17.088154395421345) | > loss_duration: 2.2668826580047607 (2.3538898626963296) | > loss_1: 32.704219818115234 (32.09127839406331)  --> STEP: 13 | > loss_disc: 2.461664915084839 (2.4100345281454234) | > loss_disc_real_0: 0.24591143429279327 (0.16809436335013464) | > loss_disc_real_1: 0.22977730631828308 (0.1914286011686692) | > loss_disc_real_2: 0.29219290614128113 (0.2620026870415761) | > loss_disc_real_3: 0.2630622386932373 (0.27052629910982573) | > loss_disc_real_4: 0.3395153284072876 (0.3082339557317587) | > loss_disc_real_5: 0.25452321767807007 (0.2631500902084204) | > loss_0: 2.461664915084839 (2.4100345281454234) | > loss_gen: 2.9255452156066895 (2.713815395648663) | > loss_kl: 2.5813448429107666 (3.2589585597698507) | > loss_feat: 7.516040802001953 (6.705205733959492) | > loss_mel: 16.569421768188477 (17.0482518856342) | > loss_duration: 2.1996636390686035 (2.3420263070326586) | > loss_1: 31.792015075683594 (32.06825813880333)  --> STEP: 14 | > loss_disc: 2.674535036087036 (2.428927421569824) | > loss_disc_real_0: 0.26591429114341736 (0.17508150104965484) | > loss_disc_real_1: 0.1952669322490692 (0.19170276767441205) | > loss_disc_real_2: 0.27465197443962097 (0.2629062075700079) | > loss_disc_real_3: 0.30892544984817505 (0.2732690955911364) | > loss_disc_real_4: 0.42171862721443176 (0.3163400036948068) | > loss_disc_real_5: 0.34225115180015564 (0.2688001660364015) | > loss_0: 2.674535036087036 (2.428927421569824) | > loss_gen: 3.0099925994873047 (2.734970910208566) | > loss_kl: 4.314733982086182 (3.3343710899353027) | > loss_feat: 6.123356819152832 (6.663645097187588) | > loss_mel: 18.885393142700195 (17.179476261138916) | > loss_duration: 2.4350929260253906 (2.3486739226749966) | > loss_1: 34.76856994628906 (32.26113755362374)  --> STEP: 15 | > loss_disc: 2.5725884437561035 (2.4385048230489095) | > loss_disc_real_0: 0.13898853957653046 (0.1726753036181132) | > loss_disc_real_1: 0.17561566829681396 (0.19063029438257217) | > loss_disc_real_2: 0.25975343585014343 (0.2626960227886836) | > loss_disc_real_3: 0.28719931840896606 (0.274197777112325) | > loss_disc_real_4: 0.29970577359199524 (0.315231055021286) | > loss_disc_real_5: 0.3230209946632385 (0.2724148879448573) | > loss_0: 2.5725884437561035 (2.4385048230489095) | > loss_gen: 2.599109649658203 (2.725913492838542) | > loss_kl: 3.4875435829162598 (3.3445825894673664) | > loss_feat: 7.2685651779174805 (6.70397310256958) | > loss_mel: 18.400419235229492 (17.260872459411623) | > loss_duration: 2.317819118499756 (2.3466169357299806) | > loss_1: 34.073455810546875 (32.38195877075195)  --> STEP: 16 | > loss_disc: 2.3565096855163574 (2.433380126953125) | > loss_disc_real_0: 0.15805505216121674 (0.17176153790205717) | > loss_disc_real_1: 0.12031787633895874 (0.18623576825484633) | > loss_disc_real_2: 0.23309174180030823 (0.2608457552269101) | > loss_disc_real_3: 0.24590131640434265 (0.27242924831807613) | > loss_disc_real_4: 0.32897695899009705 (0.3160901740193367) | > loss_disc_real_5: 0.292380154132843 (0.2736627170816064) | > loss_0: 2.3565096855163574 (2.433380126953125) | > loss_gen: 2.6318678855895996 (2.720035642385483) | > loss_kl: 3.3010361194610596 (3.3418609350919724) | > loss_feat: 7.4861650466918945 (6.752860099077225) | > loss_mel: 17.295841217041016 (17.26305800676346) | > loss_duration: 2.328691005706787 (2.345496565103531) | > loss_1: 33.043601989746094 (32.42331147193909)  --> STEP: 17 | > loss_disc: 2.590163469314575 (2.4426026765037987) | > loss_disc_real_0: 0.18884575366973877 (0.17276649177074432) | > loss_disc_real_1: 0.21778301894664764 (0.18809148888377583) | > loss_disc_real_2: 0.33184343576431274 (0.2650220893761691) | > loss_disc_real_3: 0.3221748173236847 (0.2753554582595825) | > loss_disc_real_4: 0.3533511757850647 (0.31828199765261483) | > loss_disc_real_5: 0.29406702518463135 (0.27486297049943137) | > loss_0: 2.590163469314575 (2.4426026765037987) | > loss_gen: 2.9515693187713623 (2.733655270408182) | > loss_kl: 2.704225778579712 (3.304352984708898) | > loss_feat: 6.03712797164917 (6.710758209228516) | > loss_mel: 17.17098617553711 (17.25764201669132) | > loss_duration: 2.4811205863952637 (2.3534744487089267) | > loss_1: 31.345029830932617 (32.35988314011518)  --> STEP: 18 | > loss_disc: 2.238640546798706 (2.431271447075738) | > loss_disc_real_0: 0.07701169699430466 (0.167446780949831) | > loss_disc_real_1: 0.19670504331588745 (0.1885700196855598) | > loss_disc_real_2: 0.3013390004634857 (0.2670396955476867) | > loss_disc_real_3: 0.1843060404062271 (0.27029715726772946) | > loss_disc_real_4: 0.31957659125328064 (0.31835391951931846) | > loss_disc_real_5: 0.2501105070114136 (0.27348783363898593) | > loss_0: 2.238640546798706 (2.431271447075738) | > loss_gen: 2.9321320056915283 (2.7446817557017007) | > loss_kl: 3.237617015838623 (3.300645430882772) | > loss_feat: 8.862894058227539 (6.830321311950684) | > loss_mel: 17.195634841918945 (17.25419717364841) | > loss_duration: 2.266371011734009 (2.348635368876987) | > loss_1: 34.494651794433594 (32.47848139868842)  --> STEP: 19 | > loss_disc: 2.4883737564086914 (2.4342768317774723) | > loss_disc_real_0: 0.27833259105682373 (0.1732828762186201) | > loss_disc_real_1: 0.17707155644893646 (0.18796483740994804) | > loss_disc_real_2: 0.24587590992450714 (0.26592581209383515) | > loss_disc_real_3: 0.2761625051498413 (0.2706058597878406) | > loss_disc_real_4: 0.3277932405471802 (0.31885072588920593) | > loss_disc_real_5: 0.232899472117424 (0.2713516040852195) | > loss_0: 2.4883737564086914 (2.4342768317774723) | > loss_gen: 2.5517046451568604 (2.734525065673025) | > loss_kl: 2.2015504837036133 (3.242798328399658) | > loss_feat: 4.922835350036621 (6.729927313955207) | > loss_mel: 14.65981674194336 (17.117650835137617) | > loss_duration: 2.3236641883850098 (2.3473210962195146) | > loss_1: 26.659570693969727 (32.17222294054533)  --> STEP: 20 | > loss_disc: 2.5920794010162354 (2.4421669602394105) | > loss_disc_real_0: 0.14961843192577362 (0.17209965400397778) | > loss_disc_real_1: 0.18674716353416443 (0.18790395371615887) | > loss_disc_real_2: 0.27057135105133057 (0.2661580890417099) | > loss_disc_real_3: 0.3112344741821289 (0.27263729050755503) | > loss_disc_real_4: 0.35135331749916077 (0.3204758554697037) | > loss_disc_real_5: 0.362496942281723 (0.2759088709950447) | > loss_0: 2.5920794010162354 (2.4421669602394105) | > loss_gen: 2.567117214202881 (2.7261546730995176) | > loss_kl: 2.6358642578125 (3.2124516248703) | > loss_feat: 6.851229190826416 (6.735992407798767) | > loss_mel: 17.242937088012695 (17.12391514778137) | > loss_duration: 2.2663803100585938 (2.3432740569114685) | > loss_1: 31.563528060913086 (32.14178819656372)  --> STEP: 21 | > loss_disc: 2.208146810531616 (2.4310231435866583) | > loss_disc_real_0: 0.09862205386161804 (0.16860072066386542) | > loss_disc_real_1: 0.1361342817544937 (0.18543873124179386) | > loss_disc_real_2: 0.20102684199810028 (0.2630566010872523) | > loss_disc_real_3: 0.24182721972465515 (0.27117014427979785) | > loss_disc_real_4: 0.40543121099472046 (0.3245213485899426) | > loss_disc_real_5: 0.3274129331111908 (0.27836144538152785) | > loss_0: 2.208146810531616 (2.4310231435866583) | > loss_gen: 2.929842472076416 (2.7358540920984176) | > loss_kl: 2.4564456939697266 (3.1764513424464633) | > loss_feat: 7.4315338134765625 (6.769113427116757) | > loss_mel: 16.632169723510742 (17.10049869900658) | > loss_duration: 2.129770517349243 (2.3331072216942195) | > loss_1: 31.579761505126953 (32.11502502078102)  --> STEP: 22 | > loss_disc: 2.526951551437378 (2.435383525761691) | > loss_disc_real_0: 0.24019089341163635 (0.17185481942512773) | > loss_disc_real_1: 0.20775309205055237 (0.1864530203694647) | > loss_disc_real_2: 0.31921684741973877 (0.2656093395569108) | > loss_disc_real_3: 0.23632128536701202 (0.2695861052383076) | > loss_disc_real_4: 0.3082748055458069 (0.3237828693606637) | > loss_disc_real_5: 0.32050931453704834 (0.2802772576158697) | > loss_0: 2.526951551437378 (2.435383525761691) | > loss_gen: 2.9302902221679688 (2.74469209801067) | > loss_kl: 2.4578680992126465 (3.143788467754017) | > loss_feat: 8.443194389343262 (6.845208016308871) | > loss_mel: 17.719219207763672 (17.128622358495537) | > loss_duration: 2.1700439453125 (2.3256952545859595) | > loss_1: 33.72061538696289 (32.18800640106201)  --> STEP: 23 | > loss_disc: 2.5942893028259277 (2.442292472590571) | > loss_disc_real_0: 0.23423446714878082 (0.1745669780218083) | > loss_disc_real_1: 0.18214236199855804 (0.18626560044029486) | > loss_disc_real_2: 0.28492510318756104 (0.26644915536693903) | > loss_disc_real_3: 0.2897980809211731 (0.2704648867897365) | > loss_disc_real_4: 0.3086930811405182 (0.3231267916119617) | > loss_disc_real_5: 0.3259720504283905 (0.2822639877381532) | > loss_0: 2.5942893028259277 (2.442292472590571) | > loss_gen: 2.7541253566741943 (2.745102239691693) | > loss_kl: 3.0741312503814697 (3.1407598930856455) | > loss_feat: 6.314500331878662 (6.8221337691597315) | > loss_mel: 17.742765426635742 (17.15532423102337) | > loss_duration: 2.2718727588653564 (2.3233551460763677) | > loss_1: 32.15739440917969 (32.18667544489322)  --> STEP: 24 | > loss_disc: 2.4466347694396973 (2.4424734016259513) | > loss_disc_real_0: 0.11997467279434204 (0.17229229863733053) | > loss_disc_real_1: 0.27508780360221863 (0.18996652557204166) | > loss_disc_real_2: 0.2417757511138916 (0.2654210968563954) | > loss_disc_real_3: 0.31776294112205505 (0.2724356390535831) | > loss_disc_real_4: 0.3279465138912201 (0.32332761337359744) | > loss_disc_real_5: 0.24182352423667908 (0.28057896842559177) | > loss_0: 2.4466347694396973 (2.4424734016259513) | > loss_gen: 2.6407365798950195 (2.7407536705334983) | > loss_kl: 2.2602505683898926 (3.104072004556656) | > loss_feat: 6.838352203369141 (6.82280953725179) | > loss_mel: 17.692623138427734 (17.177711685498554) | > loss_duration: 2.400503635406494 (2.3265696664651228) | > loss_1: 31.83246421813965 (32.17191664377849)  --> STEP: 25 | > loss_disc: 2.7241244316101074 (2.4537394428253174) | > loss_disc_real_0: 0.20637744665145874 (0.17365570455789567) | > loss_disc_real_1: 0.2409837543964386 (0.19200721472501756) | > loss_disc_real_2: 0.29655542969703674 (0.26666647017002104) | > loss_disc_real_3: 0.3242410719394684 (0.2745078563690185) | > loss_disc_real_4: 0.38061684370040894 (0.32561918258666994) | > loss_disc_real_5: 0.39155855774879456 (0.2850181519985199) | > loss_0: 2.7241244316101074 (2.4537394428253174) | > loss_gen: 3.0998196601867676 (2.7551163101196288) | > loss_kl: 2.7201998233795166 (3.0887171173095704) | > loss_feat: 7.767087459564209 (6.860580654144287) | > loss_mel: 17.241056442260742 (17.18024547576904) | > loss_duration: 2.4241390228271484 (2.330472440719604) | > loss_1: 33.25230407714844 (32.21513214111329)  --> STEP: 26 | > loss_disc: 3.1043405532836914 (2.4787625624583316) | > loss_disc_real_0: 0.19655713438987732 (0.17453652878220266) | > loss_disc_real_1: 0.2498343139886856 (0.19423133392746633) | > loss_disc_real_2: 0.22299595177173615 (0.2649868348470101) | > loss_disc_real_3: 0.3282468616962433 (0.27657474118929637) | > loss_disc_real_4: 0.6454606652259827 (0.33792077807279736) | > loss_disc_real_5: 0.5989715456962585 (0.29709328252535594) | > loss_0: 3.1043405532836914 (2.4787625624583316) | > loss_gen: 3.0945355892181396 (2.768170897777264) | > loss_kl: 2.2718093395233154 (3.0572975873947144) | > loss_feat: 9.98543643951416 (6.980767415120051) | > loss_mel: 17.786529541015625 (17.20356409366314) | > loss_duration: 2.270638942718506 (2.328171152334946) | > loss_1: 35.4089469909668 (32.33797117379996) --> EVAL PERFORMANCE | > avg_loader_time: 0.002406010260948768 (-1.4589383051945813e-05) | > avg_loss_disc: 2.4787625624583316 (+0.014837640982408029) | > avg_loss_disc_real_0: 0.17453652878220266 (+0.03930556215345865) | > avg_loss_disc_real_1: 0.19423133392746633 (-0.009068744400372863) | > avg_loss_disc_real_2: 0.2649868348470101 (+0.03385649334925869) | > avg_loss_disc_real_3: 0.27657474118929637 (+0.0376375787533246) | > avg_loss_disc_real_4: 0.33792077807279736 (+0.09324122048341313) | > avg_loss_disc_real_5: 0.29709328252535594 (+0.06163071325192079) | > avg_loss_0: 2.4787625624583316 (+0.014837640982408029) | > avg_loss_gen: 2.768170897777264 (+0.5023091893929705) | > avg_loss_kl: 3.0572975873947144 (+0.04208336426661585) | > avg_loss_feat: 6.980767415120051 (+0.15636053452124976) | > avg_loss_mel: 17.20356409366314 (+0.2575971530033989) | > avg_loss_duration: 2.328171152334946 (-0.035633692374597015) | > avg_loss_1: 32.33797117379996 (+0.9227162874661978)  > EPOCH: 881/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:16:51)   --> TIME: 2024-06-12 06:16:59 -- STEP: 19/330 -- GLOBAL_STEP: 378750 | > loss_disc: 2.3268303871154785 (2.3388909540678324) | > loss_disc_real_0: 0.10255017876625061 (0.0987372739534629) | > loss_disc_real_1: 0.19269590079784393 (0.19196100925144396) | > loss_disc_real_2: 0.18353784084320068 (0.21018504547445396) | > loss_disc_real_3: 0.20698922872543335 (0.23123578648818166) | > loss_disc_real_4: 0.2547331750392914 (0.2440697017468904) | > loss_disc_real_5: 0.23383575677871704 (0.23438897493638491) | > loss_0: 2.3268303871154785 (2.3388909540678324) | > grad_norm_0: tensor(6.6607, device='cuda:0') (tensor(11.0960, device='cuda:0')) | > loss_gen: 2.488741874694824 (2.5123472464712044) | > loss_kl: 1.9804471731185913 (1.8967202776356746) | > loss_feat: 7.51715612411499 (6.97495688890156) | > loss_mel: 16.32326889038086 (17.553111929642526) | > loss_duration: 1.9645576477050781 (2.0379915488393685) | > loss_1: 30.274173736572266 (30.975127872667816) | > grad_norm_1: tensor(119.4981, device='cuda:0') (tensor(123.5937, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3509 (0.3691000436481677) | > loader_time: 0.0034 (0.003120397266588713)  --> TIME: 2024-06-12 06:17:08 -- STEP: 44/330 -- GLOBAL_STEP: 378775 | > loss_disc: 2.330418586730957 (2.3298025727272034) | > loss_disc_real_0: 0.1330556571483612 (0.10182184624401006) | > loss_disc_real_1: 0.20729750394821167 (0.19543784856796265) | > loss_disc_real_2: 0.20180699229240417 (0.20874478126114066) | > loss_disc_real_3: 0.2267846018075943 (0.2272887531329285) | > loss_disc_real_4: 0.2286802977323532 (0.23528077893636443) | > loss_disc_real_5: 0.21254563331604004 (0.225718845020641) | > loss_0: 2.330418586730957 (2.3298025727272034) | > grad_norm_0: tensor(9.5300, device='cuda:0') (tensor(9.1080, device='cuda:0')) | > loss_gen: 2.504167079925537 (2.520284587686712) | > loss_kl: 1.9537757635116577 (1.919366411187432) | > loss_feat: 7.3120222091674805 (7.033897313204679) | > loss_mel: 17.836437225341797 (17.445703116330233) | > loss_duration: 1.9092938899993896 (1.9933186363090165) | > loss_1: 31.515695571899414 (30.91257030313665) | > grad_norm_1: tensor(75.3045, device='cuda:0') (tensor(101.7749, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.353 (0.3638585318218578) | > loader_time: 0.0033 (0.003287429159337824)  --> TIME: 2024-06-12 06:17:18 -- STEP: 69/330 -- GLOBAL_STEP: 378800 | > loss_disc: 2.4452760219573975 (2.3493479991304698) | > loss_disc_real_0: 0.11357786506414413 (0.10567398423302) | > loss_disc_real_1: 0.250825434923172 (0.196824059970137) | > loss_disc_real_2: 0.1931268572807312 (0.20962108866028165) | > loss_disc_real_3: 0.20830126106739044 (0.22798308838104855) | > loss_disc_real_4: 0.2430581897497177 (0.23550362388292947) | > loss_disc_real_5: 0.2563106417655945 (0.22621184652266296) | > loss_0: 2.4452760219573975 (2.3493479991304698) | > grad_norm_0: tensor(5.2675, device='cuda:0') (tensor(9.1647, device='cuda:0')) | > loss_gen: 2.443889617919922 (2.501284022262131) | > loss_kl: 1.7927464246749878 (1.9372169332227844) | > loss_feat: 6.892852306365967 (6.992005030314128) | > loss_mel: 16.21389389038086 (17.342755746150363) | > loss_duration: 1.940657377243042 (1.9809728238893591) | > loss_1: 29.284038543701172 (30.754234618034914) | > grad_norm_1: tensor(228.3815, device='cuda:0') (tensor(100.4812, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3469 (0.3644951322804327) | > loader_time: 0.0035 (0.0034854688506195507)  --> TIME: 2024-06-12 06:17:27 -- STEP: 94/330 -- GLOBAL_STEP: 378825 | > loss_disc: 2.3505403995513916 (2.354226584130145) | > loss_disc_real_0: 0.12286806106567383 (0.10886979293315968) | > loss_disc_real_1: 0.21869125962257385 (0.19696029196394252) | > loss_disc_real_2: 0.21152010560035706 (0.20972649119001754) | > loss_disc_real_3: 0.20845408737659454 (0.22865754318364123) | > loss_disc_real_4: 0.2350052297115326 (0.2347152014362051) | > loss_disc_real_5: 0.19539596140384674 (0.2251374580441637) | > loss_0: 2.3505403995513916 (2.354226584130145) | > grad_norm_0: tensor(4.5154, device='cuda:0') (tensor(9.5843, device='cuda:0')) | > loss_gen: 2.485386848449707 (2.4904147462641943) | > loss_kl: 2.0705184936523438 (1.9524835652493415) | > loss_feat: 6.701095104217529 (6.973245813491497) | > loss_mel: 17.00527572631836 (17.252578390405528) | > loss_duration: 2.0171687602996826 (1.9798523428592276) | > loss_1: 30.279443740844727 (30.64857488997439) | > grad_norm_1: tensor(99.4193, device='cuda:0') (tensor(114.0106, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3671 (0.36609685928263563) | > loader_time: 0.0037 (0.0036493412991787525)  --> TIME: 2024-06-12 06:17:37 -- STEP: 119/330 -- GLOBAL_STEP: 378850 | > loss_disc: 2.3833563327789307 (2.3522230937701316) | > loss_disc_real_0: 0.11528117954730988 (0.11019268243753609) | > loss_disc_real_1: 0.21568983793258667 (0.19558714367762334) | > loss_disc_real_2: 0.24353814125061035 (0.21013912508467666) | > loss_disc_real_3: 0.20733773708343506 (0.22832368802623587) | > loss_disc_real_4: 0.2198290079832077 (0.2333856285119257) | > loss_disc_real_5: 0.19848299026489258 (0.22427652100054155) | > loss_0: 2.3833563327789307 (2.3522230937701316) | > grad_norm_0: tensor(5.6989, device='cuda:0') (tensor(10.1841, device='cuda:0')) | > loss_gen: 2.6042070388793945 (2.4944813892620963) | > loss_kl: 2.002548933029175 (1.963875451007811) | > loss_feat: 7.304224014282227 (7.001912730080741) | > loss_mel: 16.99919319152832 (17.196190361215283) | > loss_duration: 1.9642174243927002 (1.9824075608694254) | > loss_1: 30.8743896484375 (30.63886754653033) | > grad_norm_1: tensor(123.0529, device='cuda:0') (tensor(127.1328, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3716 (0.3684850420270647) | > loader_time: 0.0038 (0.003754900283172351)  --> TIME: 2024-06-12 06:17:47 -- STEP: 144/330 -- GLOBAL_STEP: 378875 | > loss_disc: 2.4928879737854004 (2.352789863944054) | > loss_disc_real_0: 0.1474701464176178 (0.11164769106027156) | > loss_disc_real_1: 0.1614948809146881 (0.19536209510018426) | > loss_disc_real_2: 0.2377394437789917 (0.2104169846408897) | > loss_disc_real_3: 0.2514151930809021 (0.22877344427009424) | > loss_disc_real_4: 0.22979770600795746 (0.23273454440964592) | > loss_disc_real_5: 0.22997139394283295 (0.22389582875702116) | > loss_0: 2.4928879737854004 (2.352789863944054) | > grad_norm_0: tensor(22.3554, device='cuda:0') (tensor(10.6961, device='cuda:0')) | > loss_gen: 2.4155750274658203 (2.491686589188047) | > loss_kl: 1.8792306184768677 (1.9731378911270037) | > loss_feat: 6.950666904449463 (7.0084527068667954) | > loss_mel: 16.24854278564453 (17.186616354518463) | > loss_duration: 1.9952250719070435 (1.9886437381307285) | > loss_1: 29.489242553710938 (30.648537344402737) | > grad_norm_1: tensor(307.5963, device='cuda:0') (tensor(139.2561, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3877 (0.37052722771962476) | > loader_time: 0.005 (0.0038351863622665405)  --> TIME: 2024-06-12 06:17:57 -- STEP: 169/330 -- GLOBAL_STEP: 378900 | > loss_disc: 2.3471181392669678 (2.35359529207444) | > loss_disc_real_0: 0.08254990726709366 (0.11273861857208277) | > loss_disc_real_1: 0.20874741673469543 (0.19556731505859534) | > loss_disc_real_2: 0.20571939647197723 (0.20981378668158718) | > loss_disc_real_3: 0.20929116010665894 (0.22854137447106063) | > loss_disc_real_4: 0.24434390664100647 (0.23271393202818358) | > loss_disc_real_5: 0.2235076129436493 (0.2232480332167191) | > loss_0: 2.3471181392669678 (2.35359529207444) | > grad_norm_0: tensor(19.6335, device='cuda:0') (tensor(12.0563, device='cuda:0')) | > loss_gen: 2.6767776012420654 (2.491062903545313) | > loss_kl: 2.1073801517486572 (1.984028921324826) | > loss_feat: 7.361025810241699 (7.008394921319726) | > loss_mel: 17.29963493347168 (17.167369695810162) | > loss_duration: 2.035665988922119 (1.9944516617870895) | > loss_1: 31.48048210144043 (30.645308127770058) | > grad_norm_1: tensor(418.7955, device='cuda:0') (tensor(160.8871, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3882 (0.3733185212287677) | > loader_time: 0.0043 (0.0039264958285721106)  --> TIME: 2024-06-12 06:18:07 -- STEP: 194/330 -- GLOBAL_STEP: 378925 | > loss_disc: 2.3625268936157227 (2.3556537308643772) | > loss_disc_real_0: 0.11789251863956451 (0.11330062857608207) | > loss_disc_real_1: 0.21600772440433502 (0.19566851032456173) | > loss_disc_real_2: 0.22678981721401215 (0.21074385672193213) | > loss_disc_real_3: 0.20458053052425385 (0.228780798537215) | > loss_disc_real_4: 0.2244737297296524 (0.23344452164529525) | > loss_disc_real_5: 0.20720723271369934 (0.2232653870410526) | > loss_0: 2.3625268936157227 (2.3556537308643772) | > grad_norm_0: tensor(9.1037, device='cuda:0') (tensor(13.8641, device='cuda:0')) | > loss_gen: 2.407543182373047 (2.493642834043995) | > loss_kl: 1.9924453496932983 (1.9914255166791148) | > loss_feat: 6.6978349685668945 (7.005956195064428) | > loss_mel: 17.040477752685547 (17.156389757529965) | > loss_duration: 2.038038969039917 (2.002295301132595) | > loss_1: 30.176340103149414 (30.649709622884533) | > grad_norm_1: tensor(319.3503, device='cuda:0') (tensor(184.7985, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.3916 (0.3758781865700004) | > loader_time: 0.0054 (0.004020101016329734)  --> TIME: 2024-06-12 06:18:17 -- STEP: 219/330 -- GLOBAL_STEP: 378950 | > loss_disc: 2.245086431503296 (2.354512220103991) | > loss_disc_real_0: 0.1168624758720398 (0.11395198688523411) | > loss_disc_real_1: 0.19557617604732513 (0.19565152931431112) | > loss_disc_real_2: 0.2209448665380478 (0.21061234598018264) | > loss_disc_real_3: 0.23413868248462677 (0.2289210666804553) | > loss_disc_real_4: 0.22910210490226746 (0.2329482457953501) | > loss_disc_real_5: 0.18971581757068634 (0.22181262504564572) | > loss_0: 2.245086431503296 (2.354512220103991) | > grad_norm_0: tensor(16.3349, device='cuda:0') (tensor(16.2412, device='cuda:0')) | > loss_gen: 2.888148307800293 (2.504451635221368) | > loss_kl: 2.0492594242095947 (1.9967364867528279) | > loss_feat: 7.071522235870361 (7.019977445471778) | > loss_mel: 17.168262481689453 (17.120674629733976) | > loss_duration: 2.060279369354248 (2.0103829102973423) | > loss_1: 31.237472534179688 (30.652223125440344) | > grad_norm_1: tensor(690.7075, device='cuda:0') (tensor(216.2259, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.4152 (0.3790710777996882) | > loader_time: 0.0053 (0.004120969336871142)  --> TIME: 2024-06-12 06:18:28 -- STEP: 244/330 -- GLOBAL_STEP: 378975 | > loss_disc: 2.4020001888275146 (2.3556181593019456) | > loss_disc_real_0: 0.12428905069828033 (0.11466601268067714) | > loss_disc_real_1: 0.19337497651576996 (0.19569637430984466) | > loss_disc_real_2: 0.20590057969093323 (0.21069329146478996) | > loss_disc_real_3: 0.21106310188770294 (0.22868601764079) | > loss_disc_real_4: 0.24916335940361023 (0.23274740827132445) | > loss_disc_real_5: 0.21018411219120026 (0.22182662418631258) | > loss_0: 2.4020001888275146 (2.3556181593019456) | > grad_norm_0: tensor(38.1449, device='cuda:0') (tensor(17.7793, device='cuda:0')) | > loss_gen: 2.417743682861328 (2.505513235193784) | > loss_kl: 2.1319897174835205 (1.9997313721258132) | > loss_feat: 6.251928806304932 (7.0143930442997675) | > loss_mel: 14.972880363464355 (17.0865120027886) | > loss_duration: 2.043952226638794 (2.0192771632163264) | > loss_1: 27.818496704101562 (30.625426831792613) | > grad_norm_1: tensor(611.3244, device='cuda:0') (tensor(238.6702, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.4389 (0.3834858917799152) | > loader_time: 0.0057 (0.004229132269249586)  --> TIME: 2024-06-12 06:18:39 -- STEP: 269/330 -- GLOBAL_STEP: 379000 | > loss_disc: 2.3325257301330566 (2.3619337959360456) | > loss_disc_real_0: 0.17070019245147705 (0.11668198793904934) | > loss_disc_real_1: 0.22013592720031738 (0.1968788763847493) | > loss_disc_real_2: 0.20040786266326904 (0.2110038125492826) | > loss_disc_real_3: 0.2286846786737442 (0.22905293838242172) | > loss_disc_real_4: 0.24727241694927216 (0.2332176505189846) | > loss_disc_real_5: 0.22623352706432343 (0.22200234815976877) | > loss_0: 2.3325257301330566 (2.3619337959360456) | > grad_norm_0: tensor(30.0721, device='cuda:0') (tensor(18.7640, device='cuda:0')) | > loss_gen: 2.4874353408813477 (2.5001952249321353) | > loss_kl: 2.0685863494873047 (2.0080305275863872) | > loss_feat: 6.621028900146484 (7.015435365939229) | > loss_mel: 16.141075134277344 (17.049049813508095) | > loss_duration: 2.14243221282959 (2.0278227205170154) | > loss_1: 29.460559844970703 (30.600533673311254) | > grad_norm_1: tensor(513.8956, device='cuda:0') (tensor(247.8343, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.4581 (0.38875490493490794) | > loader_time: 0.006 (0.0043626904044452635) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_379000.pth  --> TIME: 2024-06-12 06:18:56 -- STEP: 294/330 -- GLOBAL_STEP: 379025 | > loss_disc: 2.461824655532837 (2.36463213940056) | > loss_disc_real_0: 0.12296807765960693 (0.11746686993508923) | > loss_disc_real_1: 0.17629455029964447 (0.1971353218973089) | > loss_disc_real_2: 0.20353591442108154 (0.21068631031480778) | > loss_disc_real_3: 0.23963235318660736 (0.22933775095307096) | > loss_disc_real_4: 0.2511603534221649 (0.23324734089123147) | > loss_disc_real_5: 0.26129767298698425 (0.22201187254822985) | > loss_0: 2.461824655532837 (2.36463213940056) | > grad_norm_0: tensor(33.2738, device='cuda:0') (tensor(19.8413, device='cuda:0')) | > loss_gen: 2.443723678588867 (2.49475008046546) | > loss_kl: 2.158684015274048 (2.0144368142497795) | > loss_feat: 6.874897480010986 (7.000531329589636) | > loss_mel: 16.357627868652344 (16.992638279791585) | > loss_duration: 2.179743528366089 (2.0381140003398994) | > loss_1: 30.01467514038086 (30.54047053200858) | > grad_norm_1: tensor(340.5739, device='cuda:0') (tensor(259.2480, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.4702 (0.3954875250251926) | > loader_time: 0.0065 (0.004538483360186723)  --> TIME: 2024-06-12 06:19:09 -- STEP: 319/330 -- GLOBAL_STEP: 379050 | > loss_disc: 2.5048763751983643 (2.3700686293335913) | > loss_disc_real_0: 0.23186065256595612 (0.11881533522030403) | > loss_disc_real_1: 0.21190091967582703 (0.19822318319429805) | > loss_disc_real_2: 0.17558519542217255 (0.2109437504999316) | > loss_disc_real_3: 0.2276163399219513 (0.22945457047616427) | > loss_disc_real_4: 0.243136927485466 (0.23305041625581938) | > loss_disc_real_5: 0.23407404124736786 (0.22223790003961905) | > loss_0: 2.5048763751983643 (2.3700686293335913) | > grad_norm_0: tensor(54.9950, device='cuda:0') (tensor(20.5109, device='cuda:0')) | > loss_gen: 2.2678158283233643 (2.488813160355189) | > loss_kl: 2.050764560699463 (2.0186456527829564) | > loss_feat: 7.035969257354736 (7.022855183173871) | > loss_mel: 15.68338394165039 (16.958989053684338) | > loss_duration: 2.2336020469665527 (2.0520915058339315) | > loss_1: 29.27153778076172 (30.541394607400445) | > grad_norm_1: tensor(241.9555, device='cuda:0') (tensor(266.8362, device='cuda:0')) | > current_lr_0: 0.00017914319948954222 | > current_lr_1: 0.00017914319948954222 | > step_time: 0.5507 (0.4047798400388617) | > loader_time: 0.0081 (0.004739889156855757)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3878817558288574 (2.3878817558288574) | > loss_disc_real_0: 0.21179306507110596 (0.21179306507110596) | > loss_disc_real_1: 0.16405174136161804 (0.16405174136161804) | > loss_disc_real_2: 0.30148985981941223 (0.30148985981941223) | > loss_disc_real_3: 0.20241111516952515 (0.20241111516952515) | > loss_disc_real_4: 0.2372058629989624 (0.2372058629989624) | > loss_disc_real_5: 0.17923198640346527 (0.17923198640346527) | > loss_0: 2.3878817558288574 (2.3878817558288574) | > loss_gen: 2.5616931915283203 (2.5616931915283203) | > loss_kl: 2.7892239093780518 (2.7892239093780518) | > loss_feat: 7.642497539520264 (7.642497539520264) | > loss_mel: 16.956317901611328 (16.956317901611328) | > loss_duration: 3.0548288822174072 (3.0548288822174072) | > loss_1: 33.00456237792969 (33.00456237792969)  --> STEP: 1 | > loss_disc: 2.431926727294922 (2.431926727294922) | > loss_disc_real_0: 0.164748877286911 (0.164748877286911) | > loss_disc_real_1: 0.16938939690589905 (0.16938939690589905) | > loss_disc_real_2: 0.1719115823507309 (0.1719115823507309) | > loss_disc_real_3: 0.19797629117965698 (0.19797629117965698) | > loss_disc_real_4: 0.2472877949476242 (0.2472877949476242) | > loss_disc_real_5: 0.16693450510501862 (0.16693450510501862) | > loss_0: 2.431926727294922 (2.431926727294922) | > loss_gen: 2.1953108310699463 (2.1953108310699463) | > loss_kl: 3.241231918334961 (3.241231918334961) | > loss_feat: 7.728636741638184 (7.728636741638184) | > loss_mel: 17.608417510986328 (17.608417510986328) | > loss_duration: 2.527116298675537 (2.527116298675537) | > loss_1: 33.30071258544922 (33.30071258544922)  --> STEP: 2 | > loss_disc: 2.3250043392181396 (2.3784655332565308) | > loss_disc_real_0: 0.1712169349193573 (0.16798290610313416) | > loss_disc_real_1: 0.2152867168188095 (0.19233805686235428) | > loss_disc_real_2: 0.29723066091537476 (0.23457112163305283) | > loss_disc_real_3: 0.19524289667606354 (0.19660959392786026) | > loss_disc_real_4: 0.23918835818767548 (0.24323807656764984) | > loss_disc_real_5: 0.2071690857410431 (0.18705179542303085) | > loss_0: 2.3250043392181396 (2.3784655332565308) | > loss_gen: 2.6189606189727783 (2.4071357250213623) | > loss_kl: 3.229607582092285 (3.235419750213623) | > loss_feat: 6.022816181182861 (6.8757264614105225) | > loss_mel: 17.386629104614258 (17.497523307800293) | > loss_duration: 2.4529342651367188 (2.490025281906128) | > loss_1: 31.710948944091797 (32.50583076477051)  --> STEP: 3 | > loss_disc: 2.434204339981079 (2.397045135498047) | > loss_disc_real_0: 0.14715319871902466 (0.161039670308431) | > loss_disc_real_1: 0.14187686145305634 (0.1755176583925883) | > loss_disc_real_2: 0.19823649525642395 (0.22245957950750986) | > loss_disc_real_3: 0.25574633479118347 (0.21632184088230133) | > loss_disc_real_4: 0.29779931902885437 (0.26142515738805133) | > loss_disc_real_5: 0.2853319048881531 (0.21981183191140494) | > loss_0: 2.434204339981079 (2.397045135498047) | > loss_gen: 2.540733814239502 (2.4516684214274087) | > loss_kl: 3.5471155643463135 (3.33931835492452) | > loss_feat: 6.312788486480713 (6.688080469767253) | > loss_mel: 17.646461486816406 (17.547169367472332) | > loss_duration: 2.4743337631225586 (2.484794775644938) | > loss_1: 32.52143478393555 (32.51103210449219)  --> STEP: 4 | > loss_disc: 2.4967377185821533 (2.4219682812690735) | > loss_disc_real_0: 0.20002849400043488 (0.17078687623143196) | > loss_disc_real_1: 0.22626031935214996 (0.18820332363247871) | > loss_disc_real_2: 0.3376903235912323 (0.2512672655284405) | > loss_disc_real_3: 0.256526917219162 (0.2263731099665165) | > loss_disc_real_4: 0.2121039628982544 (0.2490948587656021) | > loss_disc_real_5: 0.2122124284505844 (0.2179119810461998) | > loss_0: 2.4967377185821533 (2.4219682812690735) | > loss_gen: 2.643293857574463 (2.4995747804641724) | > loss_kl: 3.399008274078369 (3.354240834712982) | > loss_feat: 6.254612922668457 (6.579713582992554) | > loss_mel: 17.419857025146484 (17.51534128189087) | > loss_duration: 2.4385948181152344 (2.473244786262512) | > loss_1: 32.155364990234375 (32.422115325927734)  --> STEP: 5 | > loss_disc: 2.134629726409912 (2.364500570297241) | > loss_disc_real_0: 0.14807595312595367 (0.1662446916103363) | > loss_disc_real_1: 0.13405805826187134 (0.17737427055835725) | > loss_disc_real_2: 0.2297426015138626 (0.2469623327255249) | > loss_disc_real_3: 0.23304009437561035 (0.22770650684833527) | > loss_disc_real_4: 0.19564540684223175 (0.23840496838092803) | > loss_disc_real_5: 0.1573270559310913 (0.2057949960231781) | > loss_0: 2.134629726409912 (2.364500570297241) | > loss_gen: 2.4930336475372314 (2.4982665538787843) | > loss_kl: 2.672934055328369 (3.2179794788360594) | > loss_feat: 8.343539237976074 (6.932478713989258) | > loss_mel: 18.89143180847168 (17.790559387207033) | > loss_duration: 2.3681979179382324 (2.4522354125976564) | > loss_1: 34.76913833618164 (32.891519927978514)  --> STEP: 6 | > loss_disc: 2.4294629096984863 (2.3753276268641152) | > loss_disc_real_0: 0.18991690874099731 (0.17019006113211313) | > loss_disc_real_1: 0.23332536220550537 (0.18669945249954858) | > loss_disc_real_2: 0.21668854355812073 (0.2419167011976242) | > loss_disc_real_3: 0.18700315058231354 (0.22092261413733164) | > loss_disc_real_4: 0.2126752734184265 (0.2341166858871778) | > loss_disc_real_5: 0.17451263964176178 (0.2005812699596087) | > loss_0: 2.4294629096984863 (2.3753276268641152) | > loss_gen: 2.351776599884033 (2.4738515615463257) | > loss_kl: 2.4090211391448975 (3.0831530888875327) | > loss_feat: 6.998084545135498 (6.943413019180298) | > loss_mel: 18.598115921020508 (17.92515214284261) | > loss_duration: 2.2711777687072754 (2.4220591386159263) | > loss_1: 32.628177642822266 (32.84762954711914)  --> STEP: 7 | > loss_disc: 2.140310287475586 (2.3417537212371826) | > loss_disc_real_0: 0.09596648812294006 (0.15958669355937413) | > loss_disc_real_1: 0.13569536805152893 (0.17941315472126007) | > loss_disc_real_2: 0.2784276008605957 (0.24713254400662013) | > loss_disc_real_3: 0.1729123890399933 (0.21406401055199759) | > loss_disc_real_4: 0.19212886691093445 (0.22811842603342875) | > loss_disc_real_5: 0.16196443140506744 (0.19506457873753139) | > loss_0: 2.140310287475586 (2.3417537212371826) | > loss_gen: 2.3515634536743164 (2.4563818318503245) | > loss_kl: 4.069943904876709 (3.2241232054574147) | > loss_feat: 7.032931327819824 (6.956201348985944) | > loss_mel: 18.434337615966797 (17.997892924717494) | > loss_duration: 2.6164183616638184 (2.449824741908482) | > loss_1: 34.505191802978516 (33.08442415509905)  --> STEP: 8 | > loss_disc: 2.5497665405273438 (2.3677553236484528) | > loss_disc_real_0: 0.11767168343067169 (0.15434731729328632) | > loss_disc_real_1: 0.18008558452129364 (0.17949720844626427) | > loss_disc_real_2: 0.25622811913490295 (0.2482694908976555) | > loss_disc_real_3: 0.2333616018295288 (0.216476209461689) | > loss_disc_real_4: 0.2580433189868927 (0.23185903765261173) | > loss_disc_real_5: 0.19328203797340393 (0.19484176114201546) | > loss_0: 2.5497665405273438 (2.3677553236484528) | > loss_gen: 2.274656295776367 (2.4336661398410797) | > loss_kl: 3.1515586376190186 (3.2150526344776154) | > loss_feat: 8.515861511230469 (7.15115886926651) | > loss_mel: 18.48781967163086 (18.059133768081665) | > loss_duration: 2.2801592350006104 (2.428616553544998) | > loss_1: 34.710052490234375 (33.28762769699097)  --> STEP: 9 | > loss_disc: 2.6234545707702637 (2.396166351106432) | > loss_disc_real_0: 0.17280104756355286 (0.1563977317677604) | > loss_disc_real_1: 0.18963539600372314 (0.18062367373042637) | > loss_disc_real_2: 0.31857770681381226 (0.2560815148883396) | > loss_disc_real_3: 0.24933813512325287 (0.2201275345351961) | > loss_disc_real_4: 0.23661786317825317 (0.23238779604434967) | > loss_disc_real_5: 0.211724191904068 (0.19671758678224352) | > loss_0: 2.6234545707702637 (2.396166351106432) | > loss_gen: 2.234163522720337 (2.4114991823832193) | > loss_kl: 2.6978302001953125 (3.157583475112915) | > loss_feat: 6.3213348388671875 (7.058956199222141) | > loss_mel: 17.064905166625977 (17.94866392347548) | > loss_duration: 2.2207019329071045 (2.4055149290296765) | > loss_1: 30.5389347076416 (32.982217364841034)  --> STEP: 10 | > loss_disc: 2.312865734100342 (2.387836289405823) | > loss_disc_real_0: 0.2309161126613617 (0.16384956985712051) | > loss_disc_real_1: 0.20870545506477356 (0.18343185186386107) | > loss_disc_real_2: 0.23869048058986664 (0.2543424114584923) | > loss_disc_real_3: 0.21164435148239136 (0.2192792162299156) | > loss_disc_real_4: 0.2709720730781555 (0.23624622374773024) | > loss_disc_real_5: 0.24315957725048065 (0.20136178582906722) | > loss_0: 2.312865734100342 (2.387836289405823) | > loss_gen: 2.775542736053467 (2.447903537750244) | > loss_kl: 3.047985792160034 (3.146623706817627) | > loss_feat: 6.273499965667725 (6.980410575866699) | > loss_mel: 17.515588760375977 (17.905356407165527) | > loss_duration: 2.41054105758667 (2.406017541885376) | > loss_1: 32.02315902709961 (32.886311531066895)  --> STEP: 11 | > loss_disc: 2.2956175804138184 (2.37945277040655) | > loss_disc_real_0: 0.09325377643108368 (0.15743177045475354) | > loss_disc_real_1: 0.16265492141246796 (0.18154304000464352) | > loss_disc_real_2: 0.22922828793525696 (0.25205930932001636) | > loss_disc_real_3: 0.17106212675571442 (0.2148958444595337) | > loss_disc_real_4: 0.23485514521598816 (0.23611976206302643) | > loss_disc_real_5: 0.21885956823825836 (0.2029524933208119) | > loss_0: 2.2956175804138184 (2.37945277040655) | > loss_gen: 2.230949878692627 (2.4281804778359155) | > loss_kl: 3.416870355606079 (3.1711915839802134) | > loss_feat: 5.905137062072754 (6.882658438249067) | > loss_mel: 18.25523567199707 (17.937163613059305) | > loss_duration: 2.500673532485962 (2.4146226319399746) | > loss_1: 32.308868408203125 (32.83381670171564)  --> STEP: 12 | > loss_disc: 2.557809352874756 (2.3943158189455667) | > loss_disc_real_0: 0.11837799847126007 (0.15417728945612907) | > loss_disc_real_1: 0.24346449971199036 (0.18670316164692244) | > loss_disc_real_2: 0.3005176782608032 (0.2560975067317486) | > loss_disc_real_3: 0.2532093822956085 (0.2180886392792066) | > loss_disc_real_4: 0.26677626371383667 (0.2386744705339273) | > loss_disc_real_5: 0.2062717080116272 (0.20322909454504648) | > loss_0: 2.557809352874756 (2.3943158189455667) | > loss_gen: 2.2197227478027344 (2.4108090003331504) | > loss_kl: 2.6936891078948975 (3.131399710973104) | > loss_feat: 5.327190399169922 (6.753036101659139) | > loss_mel: 14.145158767700195 (17.621163209279377) | > loss_duration: 2.342561721801758 (2.4086175560951233) | > loss_1: 26.728322982788086 (32.32502555847168)  --> STEP: 13 | > loss_disc: 2.39308500289917 (2.3942211407881517) | > loss_disc_real_0: 0.18432080745697021 (0.15649602161003992) | > loss_disc_real_1: 0.19106325507164001 (0.18703855344882378) | > loss_disc_real_2: 0.22482362389564514 (0.2536918234366637) | > loss_disc_real_3: 0.24883580207824707 (0.22045380564836356) | > loss_disc_real_4: 0.2202693521976471 (0.23725869220036727) | > loss_disc_real_5: 0.18545331060886383 (0.20186172654995552) | > loss_0: 2.39308500289917 (2.3942211407881517) | > loss_gen: 2.392552375793457 (2.4094046445993276) | > loss_kl: 3.009675979614258 (3.1220363470224233) | > loss_feat: 6.942996025085449 (6.767648403461163) | > loss_mel: 16.337142944335938 (17.522392419668343) | > loss_duration: 2.2421822547912598 (2.395814840610211) | > loss_1: 30.92454719543457 (32.21729645362267)  --> STEP: 14 | > loss_disc: 2.5747792720794678 (2.4071181501661028) | > loss_disc_real_0: 0.13465413451194763 (0.15493588681731904) | > loss_disc_real_1: 0.2005973905324936 (0.18800704181194305) | > loss_disc_real_2: 0.3192763030529022 (0.25837642912353787) | > loss_disc_real_3: 0.2821653485298157 (0.22486177299703872) | > loss_disc_real_4: 0.3053115904331207 (0.2421196135027068) | > loss_disc_real_5: 0.23651888966560364 (0.20433723820107325) | > loss_0: 2.5747792720794678 (2.4071181501661028) | > loss_gen: 2.376237154006958 (2.407035538128444) | > loss_kl: 4.123486042022705 (3.193568468093872) | > loss_feat: 5.2136969566345215 (6.656651871544974) | > loss_mel: 17.418386459350586 (17.514963422502788) | > loss_duration: 2.457665205001831 (2.400232723781041) | > loss_1: 31.5894718170166 (32.17245183672224)  --> STEP: 15 | > loss_disc: 2.4044597148895264 (2.4069409211476644) | > loss_disc_real_0: 0.143332839012146 (0.15416235029697417) | > loss_disc_real_1: 0.22160762548446655 (0.19024708072344462) | > loss_disc_real_2: 0.16061125695705414 (0.25185875097910565) | > loss_disc_real_3: 0.2469872683286667 (0.22633680601914724) | > loss_disc_real_4: 0.2658456563949585 (0.24370134969552357) | > loss_disc_real_5: 0.21202640235424042 (0.2048498491446177) | > loss_0: 2.4044597148895264 (2.4069409211476644) | > loss_gen: 2.263869285583496 (2.397491121292114) | > loss_kl: 3.572727918624878 (3.218845764795939) | > loss_feat: 7.035043239593506 (6.681877962748209) | > loss_mel: 18.01620864868164 (17.548379770914714) | > loss_duration: 2.435037136077881 (2.402553017934163) | > loss_1: 33.32288360595703 (32.24914728800456)  --> STEP: 16 | > loss_disc: 2.6006884574890137 (2.4190501421689987) | > loss_disc_real_0: 0.1784423142671585 (0.1556798480451107) | > loss_disc_real_1: 0.22307312488555908 (0.19229870848357677) | > loss_disc_real_2: 0.32087382674217224 (0.2561721932142973) | > loss_disc_real_3: 0.24594548344612122 (0.2275623483583331) | > loss_disc_real_4: 0.28176480531692505 (0.24608031567186117) | > loss_disc_real_5: 0.2558118999004364 (0.20803497731685638) | > loss_0: 2.6006884574890137 (2.4190501421689987) | > loss_gen: 2.403066873550415 (2.397839605808258) | > loss_kl: 3.123542308807373 (3.2128892987966537) | > loss_feat: 6.361448764801025 (6.661851137876511) | > loss_mel: 16.76300621032715 (17.49929392337799) | > loss_duration: 2.3925862312316895 (2.401930093765259) | > loss_1: 31.043649673461914 (32.17380368709564)  --> STEP: 17 | > loss_disc: 2.8420064449310303 (2.4439299246844124) | > loss_disc_real_0: 0.28080061078071594 (0.163039892911911) | > loss_disc_real_1: 0.25911945104599 (0.19622934039901285) | > loss_disc_real_2: 0.33721640706062317 (0.26093949991114) | > loss_disc_real_3: 0.2667641043663025 (0.2298683340058607) | > loss_disc_real_4: 0.25634443759918213 (0.24668408754993887) | > loss_disc_real_5: 0.2723636329174042 (0.2118190158815945) | > loss_0: 2.8420064449310303 (2.4439299246844124) | > loss_gen: 2.319598436355591 (2.393237184075748) | > loss_kl: 2.725729465484619 (3.184232838013593) | > loss_feat: 4.960230827331543 (6.561755825491512) | > loss_mel: 16.66545295715332 (17.450244454776538) | > loss_duration: 2.4348530769348145 (2.403866739834056) | > loss_1: 29.105865478515625 (31.99333673364976)  --> STEP: 18 | > loss_disc: 2.3793466091156006 (2.4403419627083673) | > loss_disc_real_0: 0.1303757280111313 (0.1612252170840899) | > loss_disc_real_1: 0.13988623023033142 (0.19309916761186388) | > loss_disc_real_2: 0.2108842134475708 (0.2581586506631639) | > loss_disc_real_3: 0.15371781587600708 (0.2256377496653133) | > loss_disc_real_4: 0.2546260356903076 (0.24712530689107048) | > loss_disc_real_5: 0.21409931778907776 (0.21194569932089913) | > loss_0: 2.3793466091156006 (2.4403419627083673) | > loss_gen: 2.471292018890381 (2.397573563787672) | > loss_kl: 3.205644130706787 (3.185422354274326) | > loss_feat: 10.475825309753418 (6.7792041301727295) | > loss_mel: 18.661787033081055 (17.517552375793457) | > loss_duration: 2.298320770263672 (2.3980030748579235) | > loss_1: 37.11286544799805 (32.277754995558)  --> STEP: 19 | > loss_disc: 2.282698631286621 (2.4320449452651176) | > loss_disc_real_0: 0.13937672972679138 (0.16007529669686368) | > loss_disc_real_1: 0.17706400156021118 (0.19225521150388217) | > loss_disc_real_2: 0.28914520144462585 (0.2597895217569251) | > loss_disc_real_3: 0.20131506025791168 (0.2243576081175553) | > loss_disc_real_4: 0.23628678917884827 (0.2465548585904272) | > loss_disc_real_5: 0.1461598426103592 (0.20848328580981806) | > loss_0: 2.282698631286621 (2.4320449452651176) | > loss_gen: 2.4328725337982178 (2.399431404314543) | > loss_kl: 2.310849189758301 (3.139392187720851) | > loss_feat: 10.225135803222656 (6.960568955070094) | > loss_mel: 15.972223281860352 (17.436219265586452) | > loss_duration: 2.361252784729004 (2.3960688490616646) | > loss_1: 33.30233383178711 (32.33168019746479)  --> STEP: 20 | > loss_disc: 2.401163101196289 (2.430500853061676) | > loss_disc_real_0: 0.1730869561433792 (0.16072587966918944) | > loss_disc_real_1: 0.1753029227256775 (0.19140759706497193) | > loss_disc_real_2: 0.26156434416770935 (0.2598782628774643) | > loss_disc_real_3: 0.1901499480009079 (0.22264722511172294) | > loss_disc_real_4: 0.2762512266635895 (0.2480396769940853) | > loss_disc_real_5: 0.2023158222436905 (0.2081749126315117) | > loss_0: 2.401163101196289 (2.430500853061676) | > loss_gen: 2.4565560817718506 (2.4022876381874085) | > loss_kl: 2.5512609481811523 (3.109985625743866) | > loss_feat: 5.562429428100586 (6.890661978721619) | > loss_mel: 18.773094177246094 (17.503063011169434) | > loss_duration: 2.3305182456970215 (2.3927913188934324) | > loss_1: 31.673858642578125 (32.29878911972046)  --> STEP: 21 | > loss_disc: 2.386110305786133 (2.4283870174771263) | > loss_disc_real_0: 0.13220691680908203 (0.15936783381870814) | > loss_disc_real_1: 0.19015997648239136 (0.19134818656103952) | > loss_disc_real_2: 0.30792954564094543 (0.2621664191995348) | > loss_disc_real_3: 0.21792224049568176 (0.22242222584429241) | > loss_disc_real_4: 0.23448532819747925 (0.24739423181329454) | > loss_disc_real_5: 0.265413761138916 (0.21090057208424523) | > loss_0: 2.386110305786133 (2.4283870174771263) | > loss_gen: 2.578004837036133 (2.4106551238468716) | > loss_kl: 2.2856242656707764 (3.0707303228832425) | > loss_feat: 6.148733139038086 (6.855332033974784) | > loss_mel: 14.963302612304688 (17.382122039794922) | > loss_duration: 2.17484188079834 (2.382412774222238) | > loss_1: 28.15050506591797 (32.101251783825106)  --> STEP: 22 | > loss_disc: 2.4141292572021484 (2.4277389374646274) | > loss_disc_real_0: 0.15481087565422058 (0.15916069935668598) | > loss_disc_real_1: 0.18351009488105774 (0.1909919096664949) | > loss_disc_real_2: 0.22814446687698364 (0.26061996682123706) | > loss_disc_real_3: 0.2845848500728607 (0.2252477996728637) | > loss_disc_real_4: 0.3217892646789551 (0.25077582421627914) | > loss_disc_real_5: 0.24546098709106445 (0.21247150003910065) | > loss_0: 2.4141292572021484 (2.4277389374646274) | > loss_gen: 2.739788293838501 (2.4256157224828545) | > loss_kl: 2.4918737411499023 (3.0444186600771816) | > loss_feat: 6.499592304229736 (6.8391620462591) | > loss_mel: 19.06711769104004 (17.458712751215156) | > loss_duration: 2.215571165084839 (2.374829064715992) | > loss_1: 33.01394271850586 (32.142737735401504)  --> STEP: 23 | > loss_disc: 2.3932347297668457 (2.4262387545212456) | > loss_disc_real_0: 0.10241089761257172 (0.15669331667215927) | > loss_disc_real_1: 0.1690298467874527 (0.1900370373674061) | > loss_disc_real_2: 0.24923887848854065 (0.2601251368937285) | > loss_disc_real_3: 0.18808509409427643 (0.22363202986509903) | > loss_disc_real_4: 0.23334082961082458 (0.2500177809725637) | > loss_disc_real_5: 0.24394838511943817 (0.2138400602599849) | > loss_0: 2.3932347297668457 (2.4262387545212456) | > loss_gen: 2.278174877166748 (2.4192052509473716) | > loss_kl: 2.5658857822418213 (3.023612882779992) | > loss_feat: 6.685269355773926 (6.832471059716267) | > loss_mel: 16.41703224182129 (17.413422294284988) | > loss_duration: 2.297123670578003 (2.3714505693186885) | > loss_1: 30.243484497070312 (32.060161507647976)  --> STEP: 24 | > loss_disc: 2.2645108699798584 (2.4195000926653543) | > loss_disc_real_0: 0.1112828478217125 (0.15480121380339065) | > loss_disc_real_1: 0.19559617340564728 (0.19026866803566614) | > loss_disc_real_2: 0.33067813515663147 (0.2630648451546828) | > loss_disc_real_3: 0.2374771237373352 (0.2242089087764422) | > loss_disc_real_4: 0.22631104290485382 (0.24903000021974245) | > loss_disc_real_5: 0.15314409136772156 (0.21131106155614057) | > loss_0: 2.2645108699798584 (2.4195000926653543) | > loss_gen: 2.473174810409546 (2.4214539825916286) | > loss_kl: 2.2330868244171143 (2.990674297014872) | > loss_feat: 6.210579872131348 (6.806558926900228) | > loss_mel: 18.045637130737305 (17.43976457913717) | > loss_duration: 2.3678903579711914 (2.3713022271792092) | > loss_1: 31.330368041992188 (32.02975344657899)  --> STEP: 25 | > loss_disc: 2.398118019104004 (2.4186448097229003) | > loss_disc_real_0: 0.14335936307907104 (0.15434353977441786) | > loss_disc_real_1: 0.1959008127450943 (0.19049395382404327) | > loss_disc_real_2: 0.28662562370300293 (0.2640072762966156) | > loss_disc_real_3: 0.24045883119106293 (0.22485890567302705) | > loss_disc_real_4: 0.2622562348842621 (0.24955904960632325) | > loss_disc_real_5: 0.25007742643356323 (0.2128617161512375) | > loss_0: 2.398118019104004 (2.4186448097229003) | > loss_gen: 2.452202796936035 (2.422683935165405) | > loss_kl: 2.7331383228302 (2.9803728580474855) | > loss_feat: 7.069421768188477 (6.8170734405517575) | > loss_mel: 17.614734649658203 (17.44676338195801) | > loss_duration: 2.3859333992004395 (2.3718874740600584) | > loss_1: 32.255428314208984 (32.03878044128419)  --> STEP: 26 | > loss_disc: 2.966878890991211 (2.4397307359255276) | > loss_disc_real_0: 0.1798383593559265 (0.15532410975832206) | > loss_disc_real_1: 0.17485526204109192 (0.18989246567854515) | > loss_disc_real_2: 0.37922248244285583 (0.26843863037916327) | > loss_disc_real_3: 0.24670469760894775 (0.22569912843979323) | > loss_disc_real_4: 0.29469871520996094 (0.2512951905910785) | > loss_disc_real_5: 0.15906524658203125 (0.21079262116780648) | > loss_0: 2.966878890991211 (2.4397307359255276) | > loss_gen: 1.9268996715545654 (2.403615309641911) | > loss_kl: 2.5083553791046143 (2.9622183396266055) | > loss_feat: 6.978245258331299 (6.823272356620202) | > loss_mel: 16.393564224243164 (17.406255722045902) | > loss_duration: 2.3135533332824707 (2.3696438532609205) | > loss_1: 30.120616912841797 (31.96500492095948) --> EVAL PERFORMANCE | > avg_loader_time: 0.002433639306288499 (+2.7629045339731036e-05) | > avg_loss_disc: 2.4397307359255276 (-0.039031826532804015) | > avg_loss_disc_real_0: 0.15532410975832206 (-0.0192124190238806) | > avg_loss_disc_real_1: 0.18989246567854515 (-0.004338868248921185) | > avg_loss_disc_real_2: 0.26843863037916327 (+0.00345179553215319) | > avg_loss_disc_real_3: 0.22569912843979323 (-0.05087561274950314) | > avg_loss_disc_real_4: 0.2512951905910785 (-0.08662558748171884) | > avg_loss_disc_real_5: 0.21079262116780648 (-0.08630066135754946) | > avg_loss_0: 2.4397307359255276 (-0.039031826532804015) | > avg_loss_gen: 2.403615309641911 (-0.36455558813535305) | > avg_loss_kl: 2.9622183396266055 (-0.09507924776810883) | > avg_loss_feat: 6.823272356620202 (-0.15749505849984935) | > avg_loss_mel: 17.406255722045902 (+0.20269162838276245) | > avg_loss_duration: 2.3696438532609205 (+0.041472700925974326) | > avg_loss_1: 31.96500492095948 (-0.37296625284047735)  > EPOCH: 882/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:19:35)   --> TIME: 2024-06-12 06:19:41 -- STEP: 14/330 -- GLOBAL_STEP: 379075 | > loss_disc: 2.236476182937622 (2.330949102129255) | > loss_disc_real_0: 0.10059279203414917 (0.1049995172236647) | > loss_disc_real_1: 0.18700557947158813 (0.19331069397074835) | > loss_disc_real_2: 0.22241222858428955 (0.2127418890595436) | > loss_disc_real_3: 0.21087300777435303 (0.22787741145917348) | > loss_disc_real_4: 0.2245030403137207 (0.22583450483424322) | > loss_disc_real_5: 0.1991133987903595 (0.22129500657320023) | > loss_0: 2.236476182937622 (2.330949102129255) | > grad_norm_0: tensor(8.3108, device='cuda:0') (tensor(8.6538, device='cuda:0')) | > loss_gen: 2.6286916732788086 (2.4793538536344255) | > loss_kl: 1.676876187324524 (1.928240852696555) | > loss_feat: 7.424256801605225 (6.870893716812134) | > loss_mel: 17.146080017089844 (17.60928249359131) | > loss_duration: 1.9760562181472778 (2.0571353690964833) | > loss_1: 30.851961135864258 (30.94490623474121) | > grad_norm_1: tensor(66.1125, device='cuda:0') (tensor(82.5789, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3555 (0.36969915458134245) | > loader_time: 0.0034 (0.0032014846801757812)  --> TIME: 2024-06-12 06:19:51 -- STEP: 39/330 -- GLOBAL_STEP: 379100 | > loss_disc: 2.307671308517456 (2.3454394951844826) | > loss_disc_real_0: 0.06776401400566101 (0.10768763854717597) | > loss_disc_real_1: 0.20617468655109406 (0.19808613795500532) | > loss_disc_real_2: 0.2263288050889969 (0.20971339902816674) | > loss_disc_real_3: 0.19599653780460358 (0.22827990964437142) | > loss_disc_real_4: 0.20772314071655273 (0.22856072049874526) | > loss_disc_real_5: 0.21489140391349792 (0.22343954367515367) | > loss_0: 2.307671308517456 (2.3454394951844826) | > grad_norm_0: tensor(9.7997, device='cuda:0') (tensor(9.5824, device='cuda:0')) | > loss_gen: 2.5013537406921387 (2.4972613774813137) | > loss_kl: 1.9939098358154297 (1.9181625537383251) | > loss_feat: 7.942533493041992 (6.96818820024148) | > loss_mel: 17.135326385498047 (17.3486383389204) | > loss_duration: 1.986721396446228 (1.9992301983711047) | > loss_1: 31.559844970703125 (30.731480622902893) | > grad_norm_1: tensor(73.2129, device='cuda:0') (tensor(71.4461, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3741 (0.36338365383637256) | > loader_time: 0.0034 (0.0033409167558718952)  --> TIME: 2024-06-12 06:20:00 -- STEP: 64/330 -- GLOBAL_STEP: 379125 | > loss_disc: 2.3119802474975586 (2.355362545698881) | > loss_disc_real_0: 0.10009002685546875 (0.10807187622413039) | > loss_disc_real_1: 0.18499748408794403 (0.1953120226971805) | > loss_disc_real_2: 0.19444885849952698 (0.21128423418849707) | > loss_disc_real_3: 0.22322848439216614 (0.2308052545413375) | > loss_disc_real_4: 0.22871911525726318 (0.23051424440927804) | > loss_disc_real_5: 0.2181578129529953 (0.22388542024418712) | > loss_0: 2.3119802474975586 (2.355362545698881) | > grad_norm_0: tensor(7.6367, device='cuda:0') (tensor(9.2719, device='cuda:0')) | > loss_gen: 2.640004873275757 (2.4980100803077216) | > loss_kl: 1.9606075286865234 (1.9325274601578712) | > loss_feat: 7.959568977355957 (7.004263766109943) | > loss_mel: 17.585010528564453 (17.31622079014778) | > loss_duration: 1.9872734546661377 (1.9831752460449934) | > loss_1: 32.13246536254883 (30.734197288751602) | > grad_norm_1: tensor(86.4447, device='cuda:0') (tensor(80.3453, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3682 (0.3636759929358959) | > loader_time: 0.0034 (0.0034500136971473694)  --> TIME: 2024-06-12 06:20:09 -- STEP: 89/330 -- GLOBAL_STEP: 379150 | > loss_disc: 2.3945794105529785 (2.348403100217327) | > loss_disc_real_0: 0.12159435451030731 (0.10901934661892022) | > loss_disc_real_1: 0.21104678511619568 (0.19373642460683757) | > loss_disc_real_2: 0.19967827200889587 (0.21020614096287932) | > loss_disc_real_3: 0.23873037099838257 (0.22915666307626145) | > loss_disc_real_4: 0.253111869096756 (0.23114495046353073) | > loss_disc_real_5: 0.22979256510734558 (0.22495538197206646) | > loss_0: 2.3945794105529785 (2.348403100217327) | > grad_norm_0: tensor(7.4115, device='cuda:0') (tensor(8.9451, device='cuda:0')) | > loss_gen: 2.4595043659210205 (2.500579231240776) | > loss_kl: 1.9560920000076294 (1.955811534035072) | > loss_feat: 6.457772254943848 (7.029712677001953) | > loss_mel: 17.073270797729492 (17.262935027647558) | > loss_duration: 1.9808144569396973 (1.979036936599217) | > loss_1: 29.927453994750977 (30.728075370359957) | > grad_norm_1: tensor(49.0340, device='cuda:0') (tensor(78.6169, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3781 (0.36480281326208236) | > loader_time: 0.0036 (0.0035496990332442723)  --> TIME: 2024-06-12 06:20:19 -- STEP: 114/330 -- GLOBAL_STEP: 379175 | > loss_disc: 2.378370523452759 (2.354336516898976) | > loss_disc_real_0: 0.12556704878807068 (0.10978585658104796) | > loss_disc_real_1: 0.2158031314611435 (0.19498559375081145) | > loss_disc_real_2: 0.1981588453054428 (0.20958357095195537) | > loss_disc_real_3: 0.24010561406612396 (0.22970168174881683) | > loss_disc_real_4: 0.24476483464241028 (0.23191284871937937) | > loss_disc_real_5: 0.23115934431552887 (0.22514910564610832) | > loss_0: 2.378370523452759 (2.354336516898976) | > grad_norm_0: tensor(8.8702, device='cuda:0') (tensor(8.9973, device='cuda:0')) | > loss_gen: 2.64033842086792 (2.4934581016239368) | > loss_kl: 2.1115071773529053 (1.9646511412503427) | > loss_feat: 7.119884490966797 (7.021211958768075) | > loss_mel: 17.766841888427734 (17.249370733896892) | > loss_duration: 2.000279426574707 (1.9812598061143307) | > loss_1: 31.638851165771484 (30.709951701917145) | > grad_norm_1: tensor(120.7497, device='cuda:0') (tensor(81.5391, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3744 (0.3657429532000894) | > loader_time: 0.0038 (0.0036543063950120356)  --> TIME: 2024-06-12 06:20:28 -- STEP: 139/330 -- GLOBAL_STEP: 379200 | > loss_disc: 2.3925228118896484 (2.356630121203636) | > loss_disc_real_0: 0.09970895200967789 (0.11081279535516562) | > loss_disc_real_1: 0.15758614242076874 (0.19517131524977926) | > loss_disc_real_2: 0.20226764678955078 (0.2098170903732451) | > loss_disc_real_3: 0.23429206013679504 (0.23007842812606757) | > loss_disc_real_4: 0.22977004945278168 (0.23182083719925914) | > loss_disc_real_5: 0.21010012924671173 (0.2248550627729018) | > loss_0: 2.3925228118896484 (2.356630121203636) | > grad_norm_0: tensor(7.7230, device='cuda:0') (tensor(9.6081, device='cuda:0')) | > loss_gen: 2.4597575664520264 (2.4902578463657288) | > loss_kl: 1.996972680091858 (1.967924815287693) | > loss_feat: 6.573379993438721 (7.016135750914649) | > loss_mel: 16.648250579833984 (17.253614007140236) | > loss_duration: 2.0613350868225098 (1.9871591621165654) | > loss_1: 29.739694595336914 (30.715091540659074) | > grad_norm_1: tensor(156.5291, device='cuda:0') (tensor(100.0451, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3723 (0.366615365735061) | > loader_time: 0.004 (0.00373426444238896)  --> TIME: 2024-06-12 06:20:38 -- STEP: 164/330 -- GLOBAL_STEP: 379225 | > loss_disc: 2.391591787338257 (2.3599415755853426) | > loss_disc_real_0: 0.1275375634431839 (0.1128945521465162) | > loss_disc_real_1: 0.21891459822654724 (0.1953550026547618) | > loss_disc_real_2: 0.20514872670173645 (0.20959912067869824) | > loss_disc_real_3: 0.21869926154613495 (0.22954232500093738) | > loss_disc_real_4: 0.19196945428848267 (0.2321774468007611) | > loss_disc_real_5: 0.2032337188720703 (0.22435764913878786) | > loss_0: 2.391591787338257 (2.3599415755853426) | > grad_norm_0: tensor(7.6418, device='cuda:0') (tensor(10.2012, device='cuda:0')) | > loss_gen: 2.4562156200408936 (2.485892951488494) | > loss_kl: 2.1156933307647705 (1.9851911053424929) | > loss_feat: 6.942152976989746 (6.9971018942391) | > loss_mel: 17.266281127929688 (17.24759984016418) | > loss_duration: 2.0647780895233154 (1.9915172297780106) | > loss_1: 30.84511947631836 (30.7073029890293) | > grad_norm_1: tensor(81.9275, device='cuda:0') (tensor(112.3928, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.5964 (0.3698599338531495) | > loader_time: 0.0059 (0.0038414103228871415)  --> TIME: 2024-06-12 06:20:48 -- STEP: 189/330 -- GLOBAL_STEP: 379250 | > loss_disc: 2.381568670272827 (2.3590936534619216) | > loss_disc_real_0: 0.10073365271091461 (0.11282777100328416) | > loss_disc_real_1: 0.17350099980831146 (0.19596711975872202) | > loss_disc_real_2: 0.16688045859336853 (0.20941096583686816) | > loss_disc_real_3: 0.2370019257068634 (0.2295678078970581) | > loss_disc_real_4: 0.2334848791360855 (0.2324587290406858) | > loss_disc_real_5: 0.20265939831733704 (0.22396163303385333) | > loss_0: 2.381568670272827 (2.3590936534619216) | > grad_norm_0: tensor(13.7062, device='cuda:0') (tensor(10.6642, device='cuda:0')) | > loss_gen: 2.4451189041137695 (2.488805416399839) | > loss_kl: 2.1705667972564697 (1.9928574959437053) | > loss_feat: 6.780955791473389 (7.023217609950474) | > loss_mel: 16.921649932861328 (17.221062993246413) | > loss_duration: 2.0979549884796143 (1.9993056910378593) | > loss_1: 30.41624641418457 (30.72524926523683) | > grad_norm_1: tensor(173.7269, device='cuda:0') (tensor(122.2947, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3967 (0.37246516520384143) | > loader_time: 0.0052 (0.003976541852194166)  --> TIME: 2024-06-12 06:20:58 -- STEP: 214/330 -- GLOBAL_STEP: 379275 | > loss_disc: 2.4562840461730957 (2.35952581534876) | > loss_disc_real_0: 0.0670212060213089 (0.11303895670119847) | > loss_disc_real_1: 0.23969319462776184 (0.19651649293498458) | > loss_disc_real_2: 0.24268798530101776 (0.21040791238301274) | > loss_disc_real_3: 0.23761828243732452 (0.22975899139854394) | > loss_disc_real_4: 0.23215006291866302 (0.23218023770044896) | > loss_disc_real_5: 0.22849376499652863 (0.2229746742365516) | > loss_0: 2.4562840461730957 (2.35952581534876) | > grad_norm_0: tensor(55.2068, device='cuda:0') (tensor(12.3586, device='cuda:0')) | > loss_gen: 2.5257012844085693 (2.495543531168286) | > loss_kl: 1.9430841207504272 (2.003202876197958) | > loss_feat: 6.480740070343018 (7.031095954859368) | > loss_mel: 16.41551399230957 (17.170625954030825) | > loss_duration: 2.1009914875030518 (2.007173882466609) | > loss_1: 29.466032028198242 (30.707642261112962) | > grad_norm_1: tensor(527.5249, device='cuda:0') (tensor(152.0162, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.3929 (0.3748612147625363) | > loader_time: 0.0048 (0.004106171777315232)  --> TIME: 2024-06-12 06:21:08 -- STEP: 239/330 -- GLOBAL_STEP: 379300 | > loss_disc: 2.4196887016296387 (2.3580462683194865) | > loss_disc_real_0: 0.1276666224002838 (0.11362905681881445) | > loss_disc_real_1: 0.18995869159698486 (0.19629091903504967) | > loss_disc_real_2: 0.1994190663099289 (0.21033281555485034) | > loss_disc_real_3: 0.18032129108905792 (0.22958734319798618) | > loss_disc_real_4: 0.27256128191947937 (0.23148798175686075) | > loss_disc_real_5: 0.21590033173561096 (0.22127456557800576) | > loss_0: 2.4196887016296387 (2.3580462683194865) | > grad_norm_0: tensor(6.1736, device='cuda:0') (tensor(14.2452, device='cuda:0')) | > loss_gen: 2.6445364952087402 (2.5063390542273734) | > loss_kl: 1.8442307710647583 (2.0039641961891776) | > loss_feat: 6.767685413360596 (7.051760791235888) | > loss_mel: 16.496442794799805 (17.11883147092046) | > loss_duration: 2.0533270835876465 (2.016266723058213) | > loss_1: 29.806224822998047 (30.697162285010684) | > grad_norm_1: tensor(365.2273, device='cuda:0') (tensor(174.5147, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.4065 (0.37804932973374894) | > loader_time: 0.0061 (0.004243620269966927)  --> TIME: 2024-06-12 06:21:19 -- STEP: 264/330 -- GLOBAL_STEP: 379325 | > loss_disc: 2.3342089653015137 (2.363705290086343) | > loss_disc_real_0: 0.1715421974658966 (0.11609162618829444) | > loss_disc_real_1: 0.20625713467597961 (0.1968831910441319) | > loss_disc_real_2: 0.23896652460098267 (0.21039434703010507) | > loss_disc_real_3: 0.23447100818157196 (0.23010687084134782) | > loss_disc_real_4: 0.24704812467098236 (0.2323920021793156) | > loss_disc_real_5: 0.2454289048910141 (0.22109561351438362) | > loss_0: 2.3342089653015137 (2.363705290086343) | > grad_norm_0: tensor(50.7787, device='cuda:0') (tensor(15.9314, device='cuda:0')) | > loss_gen: 2.5849075317382812 (2.501643990928476) | > loss_kl: 2.1088271141052246 (2.008151938969439) | > loss_feat: 6.939256191253662 (7.039927365201892) | > loss_mel: 16.922557830810547 (17.07880459048532) | > loss_duration: 2.135798931121826 (2.02477742596106) | > loss_1: 30.691349029541016 (30.653305313803934) | > grad_norm_1: tensor(503.2964, device='cuda:0') (tensor(196.9123, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.4318 (0.38292696349548583) | > loader_time: 0.0064 (0.004400871016762477)  --> TIME: 2024-06-12 06:21:31 -- STEP: 289/330 -- GLOBAL_STEP: 379350 | > loss_disc: 2.421943187713623 (2.3620585322792564) | > loss_disc_real_0: 0.0915217325091362 (0.11642984986614603) | > loss_disc_real_1: 0.186454176902771 (0.19693435847140514) | > loss_disc_real_2: 0.1964038908481598 (0.21005322255684022) | > loss_disc_real_3: 0.24389323592185974 (0.22987173796731294) | > loss_disc_real_4: 0.24830058217048645 (0.2321920779543352) | > loss_disc_real_5: 0.250489741563797 (0.22104661290414607) | > loss_0: 2.421943187713623 (2.3620585322792564) | > grad_norm_0: tensor(56.0190, device='cuda:0') (tensor(17.6244, device='cuda:0')) | > loss_gen: 2.5647478103637695 (2.5019103037032284) | > loss_kl: 2.0792417526245117 (2.0122891334513886) | > loss_feat: 7.135653018951416 (7.031986154074487) | > loss_mel: 15.976909637451172 (17.012309714584624) | > loss_duration: 2.1751480102539062 (2.0348392993108617) | > loss_1: 29.93170166015625 (30.593334626986493) | > grad_norm_1: tensor(713.1552, device='cuda:0') (tensor(222.1065, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.4683 (0.38943755420434034) | > loader_time: 0.007 (0.004583852101362292)  --> TIME: 2024-06-12 06:21:44 -- STEP: 314/330 -- GLOBAL_STEP: 379375 | > loss_disc: 2.4267008304595947 (2.3664098773032998) | > loss_disc_real_0: 0.17036104202270508 (0.11825628327146458) | > loss_disc_real_1: 0.25048214197158813 (0.197239813104177) | > loss_disc_real_2: 0.2025865614414215 (0.21067401586444515) | > loss_disc_real_3: 0.21323657035827637 (0.2300371526248136) | > loss_disc_real_4: 0.24384698271751404 (0.23250271313509363) | > loss_disc_real_5: 0.2505902051925659 (0.22042046283270902) | > loss_0: 2.4267008304595947 (2.3664098773032998) | > grad_norm_0: tensor(72.0575, device='cuda:0') (tensor(19.5352, device='cuda:0')) | > loss_gen: 2.4937148094177246 (2.5037046352009855) | > loss_kl: 1.9743374586105347 (2.016634106256399) | > loss_feat: 7.296158313751221 (7.048101716740116) | > loss_mel: 16.617095947265625 (16.975587668692246) | > loss_duration: 2.2528908252716064 (2.048043067288246) | > loss_1: 30.634199142456055 (30.59207121733647) | > grad_norm_1: tensor(512.1815, device='cuda:0') (tensor(244.5867, device='cuda:0')) | > current_lr_0: 0.000179120806589606 | > current_lr_1: 0.000179120806589606 | > step_time: 0.5164 (0.39845817180196214) | > loader_time: 0.0075 (0.004811315020178537)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.304405689239502 (2.304405689239502) | > loss_disc_real_0: 0.22699429094791412 (0.22699429094791412) | > loss_disc_real_1: 0.27362337708473206 (0.27362337708473206) | > loss_disc_real_2: 0.2058572620153427 (0.2058572620153427) | > loss_disc_real_3: 0.2287619709968567 (0.2287619709968567) | > loss_disc_real_4: 0.2632351815700531 (0.2632351815700531) | > loss_disc_real_5: 0.2320234775543213 (0.2320234775543213) | > loss_0: 2.304405689239502 (2.304405689239502) | > loss_gen: 2.8174054622650146 (2.8174054622650146) | > loss_kl: 2.199615478515625 (2.199615478515625) | > loss_feat: 6.472016334533691 (6.472016334533691) | > loss_mel: 16.247394561767578 (16.247394561767578) | > loss_duration: 2.92954683303833 (2.92954683303833) | > loss_1: 30.665977478027344 (30.665977478027344)  --> STEP: 1 | > loss_disc: 2.0805845260620117 (2.0805845260620117) | > loss_disc_real_0: 0.12817326188087463 (0.12817326188087463) | > loss_disc_real_1: 0.2063041478395462 (0.2063041478395462) | > loss_disc_real_2: 0.20186097919940948 (0.20186097919940948) | > loss_disc_real_3: 0.18409289419651031 (0.18409289419651031) | > loss_disc_real_4: 0.2006591558456421 (0.2006591558456421) | > loss_disc_real_5: 0.16895554959774017 (0.16895554959774017) | > loss_0: 2.0805845260620117 (2.0805845260620117) | > loss_gen: 2.643935441970825 (2.643935441970825) | > loss_kl: 3.264617443084717 (3.264617443084717) | > loss_feat: 8.09142017364502 (8.09142017364502) | > loss_mel: 17.973649978637695 (17.973649978637695) | > loss_duration: 2.4943976402282715 (2.4943976402282715) | > loss_1: 34.468021392822266 (34.468021392822266)  --> STEP: 2 | > loss_disc: 2.354328155517578 (2.217456340789795) | > loss_disc_real_0: 0.08559457957744598 (0.10688392072916031) | > loss_disc_real_1: 0.2590211033821106 (0.2326626256108284) | > loss_disc_real_2: 0.26736393570899963 (0.23461245745420456) | > loss_disc_real_3: 0.24342618882656097 (0.21375954151153564) | > loss_disc_real_4: 0.23510372638702393 (0.217881441116333) | > loss_disc_real_5: 0.24086233973503113 (0.20490894466638565) | > loss_0: 2.354328155517578 (2.217456340789795) | > loss_gen: 2.502908706665039 (2.573422074317932) | > loss_kl: 2.543076276779175 (2.903846859931946) | > loss_feat: 6.015743732452393 (7.053581953048706) | > loss_mel: 17.953229904174805 (17.96343994140625) | > loss_duration: 2.496929168701172 (2.4956634044647217) | > loss_1: 31.51188850402832 (32.98995494842529)  --> STEP: 3 | > loss_disc: 2.5174944400787354 (2.317469040552775) | > loss_disc_real_0: 0.1221742331981659 (0.11198069155216217) | > loss_disc_real_1: 0.2026614099740982 (0.222662220398585) | > loss_disc_real_2: 0.281673401594162 (0.25029943883419037) | > loss_disc_real_3: 0.21009129285812378 (0.21253679196039835) | > loss_disc_real_4: 0.24617116153240204 (0.22731134792168936) | > loss_disc_real_5: 0.2562187910079956 (0.22201222678025564) | > loss_0: 2.5174944400787354 (2.317469040552775) | > loss_gen: 2.2510406970977783 (2.4659616152445474) | > loss_kl: 3.1851308345794678 (2.997608184814453) | > loss_feat: 6.668213844299316 (6.925125916798909) | > loss_mel: 16.498958587646484 (17.475279490152996) | > loss_duration: 2.363612174987793 (2.451646327972412) | > loss_1: 30.966957092285156 (32.315622329711914)  --> STEP: 4 | > loss_disc: 2.2943785190582275 (2.311696410179138) | > loss_disc_real_0: 0.09617216885089874 (0.10802856087684631) | > loss_disc_real_1: 0.35758259892463684 (0.25639231503009796) | > loss_disc_real_2: 0.21297818422317505 (0.24096912518143654) | > loss_disc_real_3: 0.26857733726501465 (0.22654692828655243) | > loss_disc_real_4: 0.26018497347831726 (0.23552975431084633) | > loss_disc_real_5: 0.27038630843162537 (0.23410574719309807) | > loss_0: 2.2943785190582275 (2.311696410179138) | > loss_gen: 2.884551763534546 (2.570609152317047) | > loss_kl: 3.567243814468384 (3.140017092227936) | > loss_feat: 7.140368938446045 (6.978936672210693) | > loss_mel: 17.64539337158203 (17.517807960510254) | > loss_duration: 2.486171245574951 (2.460277557373047) | > loss_1: 33.72372817993164 (32.667648792266846)  --> STEP: 5 | > loss_disc: 1.9485421180725098 (2.2390655517578124) | > loss_disc_real_0: 0.08496375381946564 (0.10341559946537018) | > loss_disc_real_1: 0.23695194721221924 (0.25250424146652223) | > loss_disc_real_2: 0.14909732341766357 (0.22259476482868196) | > loss_disc_real_3: 0.1587202399969101 (0.21298159062862396) | > loss_disc_real_4: 0.15495145320892334 (0.21941409409046173) | > loss_disc_real_5: 0.18521380424499512 (0.22432735860347747) | > loss_0: 1.9485421180725098 (2.2390655517578124) | > loss_gen: 2.5647153854370117 (2.56943039894104) | > loss_kl: 3.1483330726623535 (3.141680288314819) | > loss_feat: 7.908377647399902 (7.1648248672485355) | > loss_mel: 19.0632381439209 (17.826893997192382) | > loss_duration: 2.4037420749664307 (2.4489704608917235) | > loss_1: 35.088409423828125 (33.1518009185791)  --> STEP: 6 | > loss_disc: 2.218386173248291 (2.235618988672892) | > loss_disc_real_0: 0.09436522424221039 (0.10190720359484355) | > loss_disc_real_1: 0.25362786650657654 (0.25269151230653125) | > loss_disc_real_2: 0.23396287858486176 (0.22448945045471191) | > loss_disc_real_3: 0.2241467386484146 (0.2148424486319224) | > loss_disc_real_4: 0.25949040055274963 (0.22609347850084305) | > loss_disc_real_5: 0.24777531623840332 (0.22823535154263178) | > loss_0: 2.218386173248291 (2.235618988672892) | > loss_gen: 2.691835880279541 (2.589831312497457) | > loss_kl: 2.852928400039673 (3.093554973602295) | > loss_feat: 6.356405735015869 (7.030088345209758) | > loss_mel: 17.262401580810547 (17.73281192779541) | > loss_duration: 2.2798869609832764 (2.420789877573649) | > loss_1: 31.443458557128906 (32.86707719167074)  --> STEP: 7 | > loss_disc: 2.3228681087493896 (2.2480831486838206) | > loss_disc_real_0: 0.06097846478223801 (0.09606024090732847) | > loss_disc_real_1: 0.2961711883544922 (0.2589028945990971) | > loss_disc_real_2: 0.2794511318206787 (0.2323411192212786) | > loss_disc_real_3: 0.24925485253334045 (0.219758506332125) | > loss_disc_real_4: 0.24341228604316711 (0.2285675938640322) | > loss_disc_real_5: 0.2630245089530945 (0.2332052311726979) | > loss_0: 2.3228681087493896 (2.2480831486838206) | > loss_gen: 2.6567394733428955 (2.5993896211896623) | > loss_kl: 4.570517063140869 (3.3045495578220914) | > loss_feat: 6.032261848449707 (6.887541702815464) | > loss_mel: 17.500165939331055 (17.699576786586217) | > loss_duration: 2.4724440574645996 (2.4281690461294994) | > loss_1: 33.23212814331055 (32.91922732761928)  --> STEP: 8 | > loss_disc: 2.124861717224121 (2.232680469751358) | > loss_disc_real_0: 0.0987466424703598 (0.09639604110270739) | > loss_disc_real_1: 0.24185596406459808 (0.25677202828228474) | > loss_disc_real_2: 0.22619561851024628 (0.23157293163239956) | > loss_disc_real_3: 0.21248698234558105 (0.218849565833807) | > loss_disc_real_4: 0.2425384819507599 (0.23031395487487316) | > loss_disc_real_5: 0.22591225802898407 (0.23229360952973366) | > loss_0: 2.124861717224121 (2.232680469751358) | > loss_gen: 2.8633382320404053 (2.6323831975460052) | > loss_kl: 3.428121328353882 (3.319996029138565) | > loss_feat: 10.183802604675293 (7.299574315547943) | > loss_mel: 18.52582550048828 (17.802857875823975) | > loss_duration: 2.2822914123535156 (2.409934341907501) | > loss_1: 37.28337860107422 (33.46474623680115)  --> STEP: 9 | > loss_disc: 2.295135974884033 (2.2396199703216553) | > loss_disc_real_0: 0.10560047626495361 (0.09741875612073475) | > loss_disc_real_1: 0.28539466857910156 (0.2599523216485977) | > loss_disc_real_2: 0.2503981292247772 (0.23366462025377485) | > loss_disc_real_3: 0.22991283237934113 (0.22007881767219967) | > loss_disc_real_4: 0.25139319896698 (0.2326560931073295) | > loss_disc_real_5: 0.1947847157716751 (0.22812595466772714) | > loss_0: 2.295135974884033 (2.2396199703216553) | > loss_gen: 2.6398184299468994 (2.633209334479438) | > loss_kl: 2.9305126667022705 (3.2767200999789767) | > loss_feat: 7.211178779602051 (7.289752589331733) | > loss_mel: 16.646625518798828 (17.674387613932293) | > loss_duration: 2.176532745361328 (2.3840008311801486) | > loss_1: 31.60466766357422 (33.25807083977593)  --> STEP: 10 | > loss_disc: 2.237222909927368 (2.2393802642822265) | > loss_disc_real_0: 0.15079015493392944 (0.10275589600205422) | > loss_disc_real_1: 0.2620747983455658 (0.2601645693182945) | > loss_disc_real_2: 0.2413041889667511 (0.23442857712507248) | > loss_disc_real_3: 0.2363578826189041 (0.22170672416687012) | > loss_disc_real_4: 0.23747628927230835 (0.23313811272382737) | > loss_disc_real_5: 0.17516139149665833 (0.22282949835062027) | > loss_0: 2.237222909927368 (2.2393802642822265) | > loss_gen: 2.7943174839019775 (2.649320149421692) | > loss_kl: 2.725341558456421 (3.2215822458267214) | > loss_feat: 6.14502477645874 (7.175279808044434) | > loss_mel: 16.336278915405273 (17.54057674407959) | > loss_duration: 2.4030332565307617 (2.38590407371521) | > loss_1: 30.403995513916016 (32.97266330718994)  --> STEP: 11 | > loss_disc: 2.211310625076294 (2.236828478899869) | > loss_disc_real_0: 0.05084696039557457 (0.0980369018560106) | > loss_disc_real_1: 0.21357807517051697 (0.2559294334866784) | > loss_disc_real_2: 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loss_disc_real_5: 0.2752792537212372 (0.23250846192240715) | > loss_0: 2.579122543334961 (2.26535298426946) | > loss_gen: 2.43634033203125 (2.623408019542694) | > loss_kl: 2.7341017723083496 (3.2225151459376016) | > loss_feat: 5.397159576416016 (7.013214906056722) | > loss_mel: 16.762693405151367 (17.49746306737264) | > loss_duration: 2.277462959289551 (2.3833820621172586) | > loss_1: 29.607757568359375 (32.73998339970907)  --> STEP: 13 | > loss_disc: 2.4912631511688232 (2.282730689415565) | > loss_disc_real_0: 0.08971679210662842 (0.10049863188312604) | > loss_disc_real_1: 0.38386809825897217 (0.27117508993699) | > loss_disc_real_2: 0.3161250948905945 (0.2428970463000811) | > loss_disc_real_3: 0.2931238114833832 (0.2285054475069046) | > loss_disc_real_4: 0.2709031105041504 (0.2431644441989752) | > loss_disc_real_5: 0.30274498462677 (0.2379112713612043) | > loss_0: 2.4912631511688232 (2.282730689415565) | > loss_gen: 2.7998056411743164 (2.6369770673605113) | > loss_kl: 3.1274523735046387 (3.21520262498122) | > loss_feat: 5.902366638183594 (6.927765039297251) | > loss_mel: 16.44507598876953 (17.4165102151724) | > loss_duration: 2.273139476776123 (2.3749018632448635) | > loss_1: 30.547840118408203 (32.571356993455154)  --> STEP: 14 | > loss_disc: 2.6720008850097656 (2.3105357033865794) | > loss_disc_real_0: 0.14111925661563873 (0.10340010507830552) | > loss_disc_real_1: 0.33756130933761597 (0.27591696275132044) | > loss_disc_real_2: 0.27113765478134155 (0.24491423262017115) | > loss_disc_real_3: 0.2512962222099304 (0.23013335998569215) | > loss_disc_real_4: 0.26830166578292847 (0.24495996002640044) | > loss_disc_real_5: 0.306151419878006 (0.242785567683833) | > loss_0: 2.6720008850097656 (2.3105357033865794) | > loss_gen: 2.360407829284668 (2.6172221217836653) | > loss_kl: 3.967587471008301 (3.26894439969744) | > loss_feat: 5.1927337646484375 (6.803834233965192) | > loss_mel: 18.018321990966797 (17.459496770586288) | > loss_duration: 2.415708065032959 (2.3778165919440135) | > loss_1: 31.95475959777832 (32.52731432233538)  --> STEP: 15 | > loss_disc: 2.4629154205322266 (2.320694351196289) | > loss_disc_real_0: 0.12567153573036194 (0.10488486712177594) | > loss_disc_real_1: 0.32550719380378723 (0.2792229781548182) | > loss_disc_real_2: 0.26844534277915955 (0.24648297329743704) | > loss_disc_real_3: 0.2150898575782776 (0.22913045982519786) | > loss_disc_real_4: 0.19653087854385376 (0.24173135459423065) | > loss_disc_real_5: 0.20172864198684692 (0.2400484393040339) | > loss_0: 2.4629154205322266 (2.320694351196289) | > loss_gen: 2.409228801727295 (2.603355900446574) | > loss_kl: 3.8302161693573 (3.306362517674764) | > loss_feat: 9.9747953414917 (7.015231641133626) | > loss_mel: 16.965625762939453 (17.426572036743163) | > loss_duration: 2.4260966777801514 (2.381035264333089) | > loss_1: 35.60596466064453 (32.732557678222655)  --> STEP: 16 | > loss_disc: 2.7336575984954834 (2.3465045541524887) | > loss_disc_real_0: 0.11358087509870529 (0.10542836762033403) | > loss_disc_real_1: 0.29961490631103516 (0.2804974736645818) | > loss_disc_real_2: 0.32593443989753723 (0.2514486899599433) | > loss_disc_real_3: 0.25697022676467896 (0.23087044525891542) | > loss_disc_real_4: 0.2677440643310547 (0.24335714895278215) | > loss_disc_real_5: 0.2971958518028259 (0.24362015258520842) | > loss_0: 2.7336575984954834 (2.3465045541524887) | > loss_gen: 2.2144150733947754 (2.5790470987558365) | > loss_kl: 2.851377248764038 (3.2779259383678436) | > loss_feat: 5.530604839324951 (6.922442466020584) | > loss_mel: 15.922677993774414 (17.332578659057617) | > loss_duration: 2.3971195220947266 (2.3820405304431915) | > loss_1: 28.916194915771484 (32.49403500556946)  --> STEP: 17 | > loss_disc: 2.5805552005767822 (2.3602722392362705) | > loss_disc_real_0: 0.16340279579162598 (0.10883862810099826) | > loss_disc_real_1: 0.24567757546901703 (0.27844924435896035) | > loss_disc_real_2: 0.2686249911785126 (0.2524590606198591) | > loss_disc_real_3: 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(6.881587881790964) | > loss_mel: 16.1286678314209 (17.23305150082237) | > loss_duration: 2.3784995079040527 (2.3762300641913163) | > loss_1: 29.86822509765625 (32.205119484349304)  --> STEP: 20 | > loss_disc: 2.36167573928833 (2.38233300447464) | > loss_disc_real_0: 0.12355059385299683 (0.11541930641978979) | > loss_disc_real_1: 0.21745383739471436 (0.27545768246054647) | > loss_disc_real_2: 0.21692568063735962 (0.2506831906735897) | > loss_disc_real_3: 0.2716907858848572 (0.23746111616492271) | > loss_disc_real_4: 0.2659788727760315 (0.25029452592134477) | > loss_disc_real_5: 0.2648954689502716 (0.2513602770864964) | > loss_0: 2.36167573928833 (2.38233300447464) | > loss_gen: 2.643014907836914 (2.561179482936859) | > loss_kl: 2.787320137023926 (3.1388746380805967) | > loss_feat: 5.50814151763916 (6.812915563583374) | > loss_mel: 18.47804069519043 (17.29530096054077) | > loss_duration: 2.28989315032959 (2.37191321849823) | > loss_1: 31.706409454345703 (32.18018398284912)  --> STEP: 21 | > loss_disc: 2.5051958560943604 (2.3881836164565313) | > loss_disc_real_0: 0.13276608288288116 (0.11624534339422271) | > loss_disc_real_1: 0.29196080565452576 (0.2762435454697836) | > loss_disc_real_2: 0.39490485191345215 (0.25755088882786886) | > loss_disc_real_3: 0.22344070672988892 (0.2367934776203973) | > loss_disc_real_4: 0.20492057502269745 (0.24813386159283773) | > loss_disc_real_5: 0.2389354258775711 (0.25076861750511903) | > loss_0: 2.5051958560943604 (2.3881836164565313) | > loss_gen: 2.5935990810394287 (2.5627232733226957) | > loss_kl: 2.2670841217041016 (3.0973608039674305) | > loss_feat: 5.899552345275879 (6.769422076997303) | > loss_mel: 15.952399253845215 (17.231353260221937) | > loss_duration: 2.1662282943725586 (2.3621186983017695) | > loss_1: 28.878864288330078 (32.02297828311012)  --> STEP: 22 | > loss_disc: 2.3523690700531006 (2.3865556825291026) | > loss_disc_real_0: 0.14438776671886444 (0.11752454445443371) | > loss_disc_real_1: 0.21721374988555908 (0.27356037294322794) | > loss_disc_real_2: 0.24050629138946533 (0.25677613439885055) | > loss_disc_real_3: 0.2212575227022171 (0.2360872978513891) | > loss_disc_real_4: 0.2621392011642456 (0.24877046793699265) | > loss_disc_real_5: 0.2852742373943329 (0.2523370547728106) | > loss_0: 2.3523690700531006 (2.3865556825291026) | > loss_gen: 2.6716976165771484 (2.5676766525615347) | > loss_kl: 2.384042978286743 (3.0649372664364902) | > loss_feat: 10.269688606262207 (6.928525101054799) | > loss_mel: 21.385974884033203 (17.4201996976679) | > loss_duration: 2.170485019683838 (2.3534080765464087) | > loss_1: 38.88188934326172 (32.33474696766246)  --> STEP: 23 | > loss_disc: 2.079301357269287 (2.3731967988221543) | > loss_disc_real_0: 0.06558074057102203 (0.1152661181986332) | > loss_disc_real_1: 0.21639907360076904 (0.2710750990587732) | > loss_disc_real_2: 0.19041237235069275 (0.253890753440235) | > loss_disc_real_3: 0.24590091407299042 (0.23651397681754568) | > loss_disc_real_4: 0.20162320137023926 (0.2467205867819164) | > loss_disc_real_5: 0.18320724368095398 (0.24933141081229507) | > loss_0: 2.079301357269287 (2.3731967988221543) | > loss_gen: 2.534187078475952 (2.566220584123031) | > loss_kl: 3.1129958629608154 (3.0670267706331997) | > loss_feat: 7.278632164001465 (6.943747147269871) | > loss_mel: 16.64929962158203 (17.38668230305547) | > loss_duration: 2.270120859146118 (2.3497868931811787) | > loss_1: 31.84523582458496 (32.31346387448518)  --> STEP: 24 | > loss_disc: 2.601304292678833 (2.382701277732849) | > loss_disc_real_0: 0.20620441436767578 (0.1190552138723433) | > loss_disc_real_1: 0.2962132692337036 (0.272122522816062) | > loss_disc_real_2: 0.3397876024246216 (0.25746978881458443) | > loss_disc_real_3: 0.26107844710350037 (0.23753749641279379) | > loss_disc_real_4: 0.24530404806137085 (0.246661564335227) | > loss_disc_real_5: 0.24805741012096405 (0.2492783274501563) | > loss_0: 2.601304292678833 (2.382701277732849) | > loss_gen: 2.401125907897949 (2.5593416392803188) | > loss_kl: 2.5184121131896973 (3.044167826573054) | > loss_feat: 4.219414234161377 (6.83023327589035) | > loss_mel: 16.90411376953125 (17.36657528082529) | > loss_duration: 2.3626413345336914 (2.3503224949042) | > loss_1: 28.40570831298828 (32.15064072608948)  --> STEP: 25 | > loss_disc: 2.6008052825927734 (2.391425437927246) | > loss_disc_real_0: 0.1315014809370041 (0.11955306455492973) | > loss_disc_real_1: 0.4101161062717438 (0.2776422661542892) | > loss_disc_real_2: 0.19235379993915558 (0.25486514925956727) | > loss_disc_real_3: 0.27625805139541626 (0.2390863186120987) | > loss_disc_real_4: 0.27806222438812256 (0.24791759073734285) | > loss_disc_real_5: 0.25636938214302063 (0.24956196963787086) | > loss_0: 2.6008052825927734 (2.391425437927246) | > loss_gen: 2.6433918476104736 (2.562703647613525) | > loss_kl: 2.591550350189209 (3.0260631275177) | > loss_feat: 9.079115867614746 (6.920188579559326) | > loss_mel: 15.568558692932129 (17.294654617309565) | > loss_duration: 2.4008712768554688 (2.352344446182251) | > loss_1: 32.283485412597656 (32.1559545135498)  --> STEP: 26 | > loss_disc: 2.7773616313934326 (2.4062691376759453) | > loss_disc_real_0: 0.3802416920661926 (0.12957955022843984) | > loss_disc_real_1: 0.3552001714706421 (0.2806252625126105) | > loss_disc_real_2: 0.1928289830684662 (0.2524791428676018) | > loss_disc_real_3: 0.18579913675785065 (0.23703681161770454) | > loss_disc_real_4: 0.1904592365026474 (0.2457076540360084) | > loss_disc_real_5: 0.2216523140668869 (0.24848852134667918) | > loss_0: 2.7773616313934326 (2.4062691376759453) | > loss_gen: 2.2200911045074463 (2.5495262421094447) | > loss_kl: 2.7859339714050293 (3.016827390744136) | > loss_feat: 6.436543941497803 (6.901586862710806) | > loss_mel: 12.324006080627441 (17.103475827437176) | > loss_duration: 2.3071742057800293 (2.3506071292437043) | > loss_1: 26.073749542236328 (31.922023553114666) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023184831325824442 (-0.00011515617370605469) | > avg_loss_disc: 2.4062691376759453 (-0.03346159824958228) | > avg_loss_disc_real_0: 0.12957955022843984 (-0.02574455952988222) | > avg_loss_disc_real_1: 0.2806252625126105 (+0.09073279683406535) | > avg_loss_disc_real_2: 0.2524791428676018 (-0.015959487511561454) | > avg_loss_disc_real_3: 0.23703681161770454 (+0.011337683177911312) | > avg_loss_disc_real_4: 0.2457076540360084 (-0.005587536555070133) | > avg_loss_disc_real_5: 0.24848852134667918 (+0.0376959001788727) | > avg_loss_0: 2.4062691376759453 (-0.03346159824958228) | > avg_loss_gen: 2.5495262421094447 (+0.14591093246753362) | > avg_loss_kl: 3.016827390744136 (+0.05460905111753034) | > avg_loss_feat: 6.901586862710806 (+0.07831450609060386) | > avg_loss_mel: 17.103475827437176 (-0.3027798946087259) | > avg_loss_duration: 2.3506071292437043 (-0.019036724017216233) | > avg_loss_1: 31.922023553114666 (-0.042981367844813434)  > EPOCH: 883/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:22:12)   --> TIME: 2024-06-12 06:22:17 -- STEP: 9/330 -- GLOBAL_STEP: 379400 | > loss_disc: 2.328855037689209 (2.319551150004069) | > loss_disc_real_0: 0.12467652559280396 (0.10293510307868321) | > loss_disc_real_1: 0.18512922525405884 (0.22730621033244663) | > loss_disc_real_2: 0.19548051059246063 (0.19372954964637756) | > loss_disc_real_3: 0.2240566462278366 (0.22305751840273538) | > loss_disc_real_4: 0.2518768310546875 (0.22814145187536874) | > loss_disc_real_5: 0.23413875699043274 (0.23234400153160095) | > loss_0: 2.328855037689209 (2.319551150004069) | > grad_norm_0: tensor(5.1425, device='cuda:0') (tensor(8.5372, device='cuda:0')) | > loss_gen: 2.4859580993652344 (2.5471293926239014) | > loss_kl: 2.0029373168945312 (2.020454936557346) | > loss_feat: 6.524184703826904 (6.968930774264866) | > loss_mel: 17.714025497436523 (17.629472308688694) | > loss_duration: 2.070675849914551 (2.097931159867181) | > loss_1: 30.79778289794922 (31.263918770684135) | > grad_norm_1: tensor(64.2616, device='cuda:0') (tensor(85.9797, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3679 (0.38179556528727215) | > loader_time: 0.0031 (0.0031241310967339408)  --> TIME: 2024-06-12 06:22:26 -- STEP: 34/330 -- GLOBAL_STEP: 379425 | > loss_disc: 2.3088111877441406 (2.3398085902718937) | > loss_disc_real_0: 0.08926926553249359 (0.10317075734629351) | > loss_disc_real_1: 0.17172245681285858 (0.20843837366384618) | > loss_disc_real_2: 0.18589748442173004 (0.20684260655851924) | > loss_disc_real_3: 0.22750067710876465 (0.2276202291250229) | > loss_disc_real_4: 0.23454606533050537 (0.23072147544692545) | > loss_disc_real_5: 0.2260027676820755 (0.2239093022311435) | > loss_0: 2.3088111877441406 (2.3398085902718937) | > grad_norm_0: tensor(7.5573, device='cuda:0') (tensor(8.8629, device='cuda:0')) | > loss_gen: 2.542905330657959 (2.5045775245217716) | > loss_kl: 1.8759208917617798 (1.958982965525459) | > loss_feat: 8.047496795654297 (6.993062734603882) | > loss_mel: 17.6016845703125 (17.27132987976075) | > loss_duration: 1.9830822944641113 (2.0010606751722446) | > loss_1: 32.051090240478516 (30.7290137795841) | > grad_norm_1: tensor(79.5650, device='cuda:0') (tensor(84.9095, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.368 (0.3739880884394926) | > loader_time: 0.0039 (0.0034896135330200195)  --> TIME: 2024-06-12 06:22:36 -- STEP: 59/330 -- GLOBAL_STEP: 379450 | > loss_disc: 2.405055046081543 (2.3353632425857813) | > loss_disc_real_0: 0.10455016046762466 (0.1054736278572325) | > loss_disc_real_1: 0.221182718873024 (0.20188177919993966) | > loss_disc_real_2: 0.25557833909988403 (0.20805384951122738) | > loss_disc_real_3: 0.21766400337219238 (0.22721819756394726) | > loss_disc_real_4: 0.21750637888908386 (0.23029507393554105) | > loss_disc_real_5: 0.23524634540081024 (0.22385258871619984) | > loss_0: 2.405055046081543 (2.3353632425857813) | > grad_norm_0: tensor(7.6682, device='cuda:0') (tensor(8.3180, device='cuda:0')) | > loss_gen: 2.4272994995117188 (2.5083587169647217) | > loss_kl: 1.8850685358047485 (1.9577894635119681) | > loss_feat: 6.9454145431518555 (7.0562006982706365) | > loss_mel: 15.961647033691406 (17.194405701200836) | > loss_duration: 1.9547706842422485 (1.9838803885346752) | > loss_1: 29.1742000579834 (30.70063503717972) | > grad_norm_1: tensor(87.1462, device='cuda:0') (tensor(82.5947, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3679 (0.3743099560171871) | > loader_time: 0.0042 (0.0037046933578232587)  --> TIME: 2024-06-12 06:22:46 -- STEP: 84/330 -- GLOBAL_STEP: 379475 | > loss_disc: 2.3530144691467285 (2.348351932707288) | > loss_disc_real_0: 0.12859489023685455 (0.1085598888319163) | > loss_disc_real_1: 0.1973046213388443 (0.2005462320077987) | > loss_disc_real_2: 0.18820635974407196 (0.2085143058072953) | > loss_disc_real_3: 0.24346938729286194 (0.22853700213489078) | > loss_disc_real_4: 0.21565698087215424 (0.2309922654004324) | > loss_disc_real_5: 0.23148125410079956 (0.22468173007170358) | > loss_0: 2.3530144691467285 (2.348351932707288) | > grad_norm_0: tensor(6.7122, device='cuda:0') (tensor(8.3859, device='cuda:0')) | > loss_gen: 2.5124340057373047 (2.4864948051316396) | > loss_kl: 1.884874939918518 (1.968299469777516) | > loss_feat: 6.596372127532959 (6.972471231505985) | > loss_mel: 17.2940616607666 (17.176890259697316) | > loss_duration: 2.0495481491088867 (1.979209732441675) | > loss_1: 30.337291717529297 (30.583365485781716) | > grad_norm_1: tensor(56.8413, device='cuda:0') (tensor(84.1604, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3701 (0.3778677469208127) | > loader_time: 0.0043 (0.0038073034513564337)  --> TIME: 2024-06-12 06:22:56 -- STEP: 109/330 -- GLOBAL_STEP: 379500 | > loss_disc: 2.361192226409912 (2.3537569330372947) | > loss_disc_real_0: 0.11212936043739319 (0.10941727712340311) | > loss_disc_real_1: 0.1927623748779297 (0.19932235927756772) | > loss_disc_real_2: 0.23119916021823883 (0.20948884820719377) | > loss_disc_real_3: 0.21162469685077667 (0.22869976999562816) | > loss_disc_real_4: 0.23150017857551575 (0.23172613171809311) | > loss_disc_real_5: 0.21409451961517334 (0.22415875568302399) | > loss_0: 2.361192226409912 (2.3537569330372947) | > grad_norm_0: tensor(6.3059, device='cuda:0') (tensor(8.4065, device='cuda:0')) | > loss_gen: 2.51692533493042 (2.484609245160305) | > loss_kl: 2.0180575847625732 (1.9715820583728476) | > loss_feat: 7.001497745513916 (6.938855613043549) | > loss_mel: 17.604347229003906 (17.14180503635231) | > loss_duration: 1.949021339416504 (1.9816080309929105) | > loss_1: 31.089847564697266 (30.51845996751698) | > grad_norm_1: tensor(67.8553, device='cuda:0') (tensor(82.2155, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3704 (0.37865827717912304) | > loader_time: 0.006 (0.003933344412287441) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_379500.pth  --> TIME: 2024-06-12 06:23:10 -- STEP: 134/330 -- GLOBAL_STEP: 379525 | > loss_disc: 2.3153696060180664 (2.3582099533792755) | > loss_disc_real_0: 0.1445542722940445 (0.11114087973290415) | > loss_disc_real_1: 0.19457361102104187 (0.19908604904342053) | > loss_disc_real_2: 0.21058879792690277 (0.20977578723608556) | > loss_disc_real_3: 0.2090918868780136 (0.22891088219276115) | > loss_disc_real_4: 0.19619175791740417 (0.23165034057933892) | > loss_disc_real_5: 0.18933244049549103 (0.22407920080334393) | > loss_0: 2.3153696060180664 (2.3582099533792755) | > grad_norm_0: tensor(9.3851, device='cuda:0') (tensor(8.3233, device='cuda:0')) | > loss_gen: 2.5532517433166504 (2.4767854587355655) | > loss_kl: 2.0504066944122314 (1.981812096353787) | > loss_feat: 7.1085615158081055 (6.901089259048007) | > loss_mel: 17.026884078979492 (17.187739728102038) | > loss_duration: 2.0029773712158203 (1.986402196670646) | > loss_1: 30.742080688476562 (30.533828692649728) | > grad_norm_1: tensor(76.8204, device='cuda:0') (tensor(84.0435, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3783 (0.3783271045827154) | > loader_time: 0.0041 (0.003968487924604275)  --> TIME: 2024-06-12 06:23:20 -- STEP: 159/330 -- GLOBAL_STEP: 379550 | > loss_disc: 2.426391124725342 (2.3608341082087105) | > loss_disc_real_0: 0.17934131622314453 (0.11249833108868988) | > loss_disc_real_1: 0.19679494202136993 (0.19909300453632886) | > loss_disc_real_2: 0.2034040242433548 (0.2102843341212602) | > loss_disc_real_3: 0.23973894119262695 (0.2288524384768504) | > loss_disc_real_4: 0.21862372756004333 (0.2315267894253041) | > loss_disc_real_5: 0.21552172303199768 (0.22424120123281419) | > loss_0: 2.426391124725342 (2.3608341082087105) | > grad_norm_0: tensor(8.9902, device='cuda:0') (tensor(8.6644, device='cuda:0')) | > loss_gen: 2.481759548187256 (2.4753493692889914) | > loss_kl: 1.90175461769104 (1.9873068625072263) | > loss_feat: 6.707763195037842 (6.920239727452115) | > loss_mel: 17.222442626953125 (17.192720881048235) | > loss_duration: 2.015625 (1.9904170681095723) | > loss_1: 30.329345703125 (30.566033837180466) | > grad_norm_1: tensor(92.5072, device='cuda:0') (tensor(94.8531, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3615 (0.3785696719427528) | > loader_time: 0.0054 (0.004033189149772599)  --> TIME: 2024-06-12 06:23:30 -- STEP: 184/330 -- GLOBAL_STEP: 379575 | > loss_disc: 2.3533167839050293 (2.3661943907323106) | > loss_disc_real_0: 0.1282566338777542 (0.11345908001227223) | > loss_disc_real_1: 0.17956295609474182 (0.19881647323136747) | > loss_disc_real_2: 0.20039939880371094 (0.21093582532004165) | > loss_disc_real_3: 0.22935985028743744 (0.2292678107548019) | > loss_disc_real_4: 0.26026269793510437 (0.23228499544379505) | > loss_disc_real_5: 0.23318403959274292 (0.22525926152973072) | > loss_0: 2.3533167839050293 (2.3661943907323106) | > grad_norm_0: tensor(7.1070, device='cuda:0') (tensor(9.1147, device='cuda:0')) | > loss_gen: 2.4822163581848145 (2.468504384807919) | > loss_kl: 1.9350014925003052 (1.9914870981288992) | > loss_feat: 6.534949779510498 (6.903123886688895) | > loss_mel: 16.88033103942871 (17.159768508828197) | > loss_duration: 2.03299880027771 (1.9979283919800883) | > loss_1: 29.865497589111328 (30.52081216936526) | > grad_norm_1: tensor(74.5856, device='cuda:0') (tensor(99.0117, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.392 (0.37979522995326837) | > loader_time: 0.0044 (0.004087624342545221)  --> TIME: 2024-06-12 06:23:40 -- STEP: 209/330 -- GLOBAL_STEP: 379600 | > loss_disc: 2.3490748405456543 (2.3672921509263634) | > loss_disc_real_0: 0.10659748315811157 (0.11493540915290705) | > loss_disc_real_1: 0.22039440274238586 (0.1982355991191271) | > loss_disc_real_2: 0.2167259007692337 (0.21107235237171773) | > loss_disc_real_3: 0.22139713168144226 (0.2292629543816644) | > loss_disc_real_4: 0.250480592250824 (0.2318260760255978) | > loss_disc_real_5: 0.21988986432552338 (0.2247286391172683) | > loss_0: 2.3490748405456543 (2.3672921509263634) | > grad_norm_0: tensor(20.7294, device='cuda:0') (tensor(10.0006, device='cuda:0')) | > loss_gen: 2.4459476470947266 (2.465646836175874) | > loss_kl: 2.2559902667999268 (2.0017844016472117) | > loss_feat: 6.75284481048584 (6.900834268360046) | > loss_mel: 16.96086883544922 (17.137490970666317) | > loss_duration: 2.0975639820098877 (2.006096127500945) | > loss_1: 30.513216018676758 (30.511852510808186) | > grad_norm_1: tensor(142.1686, device='cuda:0') (tensor(113.5887, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.3986 (0.3822464053140303) | > loader_time: 0.0057 (0.004190724432183226)  --> TIME: 2024-06-12 06:23:50 -- STEP: 234/330 -- GLOBAL_STEP: 379625 | > loss_disc: 2.330343723297119 (2.3691679504182623) | > loss_disc_real_0: 0.1145283654332161 (0.11571070768384852) | > loss_disc_real_1: 0.1892484426498413 (0.19843620482163554) | > loss_disc_real_2: 0.26530489325523376 (0.2116530012243833) | > loss_disc_real_3: 0.20855513215065002 (0.2297269139661748) | > loss_disc_real_4: 0.2213039994239807 (0.23193914436886454) | > loss_disc_real_5: 0.19686155021190643 (0.22403742290205425) | > loss_0: 2.330343723297119 (2.3691679504182623) | > grad_norm_0: tensor(12.6988, device='cuda:0') (tensor(11.7279, device='cuda:0')) | > loss_gen: 2.7093515396118164 (2.4706828268165273) | > loss_kl: 2.0820159912109375 (2.014704120974255) | > loss_feat: 7.048459053039551 (6.909533951017591) | > loss_mel: 16.9843692779541 (17.110611854455403) | > loss_duration: 2.0764694213867188 (2.014910189005045) | > loss_1: 30.900665283203125 (30.52044288113586) | > grad_norm_1: tensor(265.0216, device='cuda:0') (tensor(139.7474, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.4147 (0.3851892734185244) | > loader_time: 0.0051 (0.004308178893521299)  --> TIME: 2024-06-12 06:24:01 -- STEP: 259/330 -- GLOBAL_STEP: 379650 | > loss_disc: 2.2649354934692383 (2.3695038552449956) | > loss_disc_real_0: 0.07684025168418884 (0.11679673079818371) | > loss_disc_real_1: 0.2061491310596466 (0.19843814714764998) | > loss_disc_real_2: 0.24234865605831146 (0.21155418651214436) | > loss_disc_real_3: 0.2329089641571045 (0.22963931874648943) | > loss_disc_real_4: 0.2143215835094452 (0.231568595847568) | > loss_disc_real_5: 0.2017238438129425 (0.22337117762409123) | > loss_0: 2.2649354934692383 (2.3695038552449956) | > grad_norm_0: tensor(19.9251, device='cuda:0') (tensor(13.5206, device='cuda:0')) | > loss_gen: 2.6470727920532227 (2.475887363941974) | > loss_kl: 2.1012120246887207 (2.021907272025885) | > loss_feat: 7.54766845703125 (6.940303119453223) | > loss_mel: 17.208459854125977 (17.073492179045807) | > loss_duration: 2.133692741394043 (2.0231612202743756) | > loss_1: 31.638107299804688 (30.534751096747556) | > grad_norm_1: tensor(466.5788, device='cuda:0') (tensor(165.3415, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.4194 (0.3890359935613213) | > loader_time: 0.0059 (0.00442881933970801)  --> TIME: 2024-06-12 06:24:13 -- STEP: 284/330 -- GLOBAL_STEP: 379675 | > loss_disc: 2.378070592880249 (2.371815515236118) | > loss_disc_real_0: 0.13536888360977173 (0.11837160432527602) | > loss_disc_real_1: 0.23461633920669556 (0.19860588743443225) | > loss_disc_real_2: 0.22355420887470245 (0.21188056112175252) | > loss_disc_real_3: 0.2485283464193344 (0.23039384689969075) | > loss_disc_real_4: 0.2723313570022583 (0.23145266113356805) | > loss_disc_real_5: 0.22468124330043793 (0.22168880365264249) | > loss_0: 2.378070592880249 (2.371815515236118) | > grad_norm_0: tensor(39.8901, device='cuda:0') (tensor(15.7544, device='cuda:0')) | > loss_gen: 2.7247426509857178 (2.479587263624433) | > loss_kl: 2.1063177585601807 (2.0279429055435556) | > loss_feat: 6.31605339050293 (6.9535377781156065) | > loss_mel: 16.36335563659668 (17.032625322610564) | > loss_duration: 2.1481385231018066 (2.0331990462793423) | > loss_1: 29.658607482910156 (30.52689225908736) | > grad_norm_1: tensor(611.3833, device='cuda:0') (tensor(194.3368, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.4412 (0.3940973802351616) | > loader_time: 0.006 (0.004563933526965933)  --> TIME: 2024-06-12 06:24:25 -- STEP: 309/330 -- GLOBAL_STEP: 379700 | > loss_disc: 2.3321592807769775 (2.3741330498630586) | > loss_disc_real_0: 0.09643895924091339 (0.11949985006576988) | > loss_disc_real_1: 0.19814138114452362 (0.19839627110070784) | > loss_disc_real_2: 0.2056242674589157 (0.21189211853885342) | > loss_disc_real_3: 0.22190189361572266 (0.23033430588862658) | > loss_disc_real_4: 0.22674426436424255 (0.23158270694484218) | > loss_disc_real_5: 0.22902369499206543 (0.2221366636286276) | > loss_0: 2.3321592807769775 (2.3741330498630586) | > grad_norm_0: tensor(30.3864, device='cuda:0') (tensor(16.8449, device='cuda:0')) | > loss_gen: 2.517324924468994 (2.47590708732605) | > loss_kl: 2.061505079269409 (2.037160871484134) | > loss_feat: 7.518293857574463 (6.960437902740673) | > loss_mel: 16.366315841674805 (16.976355626745132) | > loss_duration: 2.2167787551879883 (2.0451580802985374) | > loss_1: 30.680217742919922 (30.495019517670173) | > grad_norm_1: tensor(643.1883, device='cuda:0') (tensor(214.2329, device='cuda:0')) | > current_lr_0: 0.0001790984164887823 | > current_lr_1: 0.0001790984164887823 | > step_time: 0.5131 (0.4012779749712899) | > loader_time: 0.0079 (0.00475083508537811)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5834574699401855 (2.5834574699401855) | > loss_disc_real_0: 0.2499619722366333 (0.2499619722366333) | > loss_disc_real_1: 0.2146001160144806 (0.2146001160144806) | > loss_disc_real_2: 0.23900851607322693 (0.23900851607322693) | > loss_disc_real_3: 0.22921361029148102 (0.22921361029148102) | > loss_disc_real_4: 0.27463555335998535 (0.27463555335998535) | > loss_disc_real_5: 0.2759336829185486 (0.2759336829185486) | > loss_0: 2.5834574699401855 (2.5834574699401855) | > loss_gen: 2.376072406768799 (2.376072406768799) | > loss_kl: 2.686549663543701 (2.686549663543701) | > loss_feat: 6.097703456878662 (6.097703456878662) | > loss_mel: 15.391666412353516 (15.391666412353516) | > loss_duration: 2.9561989307403564 (2.9561989307403564) | > loss_1: 29.508190155029297 (29.508190155029297)  --> STEP: 1 | > loss_disc: 2.13928484916687 (2.13928484916687) | > loss_disc_real_0: 0.07600051164627075 (0.07600051164627075) | > loss_disc_real_1: 0.2525760233402252 (0.2525760233402252) | > loss_disc_real_2: 0.1900453120470047 (0.1900453120470047) | > loss_disc_real_3: 0.1850302517414093 (0.1850302517414093) | > loss_disc_real_4: 0.20453961193561554 (0.20453961193561554) | > loss_disc_real_5: 0.1393909603357315 (0.1393909603357315) | > loss_0: 2.13928484916687 (2.13928484916687) | > loss_gen: 2.3809092044830322 (2.3809092044830322) | > loss_kl: 3.1350488662719727 (3.1350488662719727) | > loss_feat: 6.321557998657227 (6.321557998657227) | > loss_mel: 17.297489166259766 (17.297489166259766) | > loss_duration: 2.4744927883148193 (2.4744927883148193) | > loss_1: 31.609498977661133 (31.609498977661133)  --> STEP: 2 | > loss_disc: 2.5738821029663086 (2.3565834760665894) | > loss_disc_real_0: 0.10566172003746033 (0.09083111584186554) | > loss_disc_real_1: 0.1693509817123413 (0.21096350252628326) | > loss_disc_real_2: 0.21220777928829193 (0.20112654566764832) | > loss_disc_real_3: 0.2179751843214035 (0.2015027180314064) | > loss_disc_real_4: 0.2842727303504944 (0.24440617114305496) | > loss_disc_real_5: 0.3571922779083252 (0.24829161912202835) | > loss_0: 2.5738821029663086 (2.3565834760665894) | > loss_gen: 2.1995370388031006 (2.2902231216430664) | > loss_kl: 2.748486042022705 (2.941767454147339) | > loss_feat: 6.108623504638672 (6.215090751647949) | > loss_mel: 17.146228790283203 (17.221858978271484) | > loss_duration: 2.4774203300476074 (2.4759565591812134) | > loss_1: 30.680295944213867 (31.1448974609375)  --> STEP: 3 | > loss_disc: 2.310835838317871 (2.341334263483683) | > loss_disc_real_0: 0.09884627163410187 (0.09350283443927765) | > loss_disc_real_1: 0.19916056096553802 (0.2070291886727015) | > loss_disc_real_2: 0.20685477554798126 (0.2030359556277593) | > loss_disc_real_3: 0.244245707988739 (0.21575038135051727) | > loss_disc_real_4: 0.2570384442806244 (0.2486169288555781) | > loss_disc_real_5: 0.2744888663291931 (0.25702403485774994) | > loss_0: 2.310835838317871 (2.341334263483683) | > loss_gen: 2.425191640853882 (2.3352126280466714) | > loss_kl: 3.406752109527588 (3.0967623392740884) | > loss_feat: 6.857133388519287 (6.4291049639383955) | > loss_mel: 16.645811080932617 (17.029843012491863) | > loss_duration: 2.4191839694976807 (2.4570323626200357) | > loss_1: 31.754072189331055 (31.34795570373535)  --> STEP: 4 | > loss_disc: 2.366654396057129 (2.3476642966270447) | > loss_disc_real_0: 0.1135617047548294 (0.09851755201816559) | > loss_disc_real_1: 0.16131111979484558 (0.19559967145323753) | > loss_disc_real_2: 0.24460434913635254 (0.2134280540049076) | > loss_disc_real_3: 0.18172946572303772 (0.20724515244364738) | > loss_disc_real_4: 0.15825116634368896 (0.22602548822760582) | > loss_disc_real_5: 0.2298070639371872 (0.25021979212760925) | > loss_0: 2.366654396057129 (2.3476642966270447) | > loss_gen: 2.1267054080963135 (2.283085823059082) | > loss_kl: 3.785045862197876 (3.2688332200050354) | > loss_feat: 7.100633144378662 (6.596987009048462) | > loss_mel: 19.393590927124023 (17.620779991149902) | > loss_duration: 2.4569919109344482 (2.457022249698639) | > loss_1: 34.86296844482422 (32.22670888900757)  --> STEP: 5 | > loss_disc: 2.1015138626098633 (2.2984342098236086) | > loss_disc_real_0: 0.11615260690450668 (0.10204456299543381) | > loss_disc_real_1: 0.19751910865306854 (0.19598355889320374) | > loss_disc_real_2: 0.2242186814546585 (0.21558617949485778) | > loss_disc_real_3: 0.20197494328022003 (0.2061911106109619) | > loss_disc_real_4: 0.15261225402355194 (0.21134284138679504) | > loss_disc_real_5: 0.18382109701633453 (0.23694005310535432) | > loss_0: 2.1015138626098633 (2.2984342098236086) | > loss_gen: 2.4428300857543945 (2.3150346755981444) | > loss_kl: 2.6878175735473633 (3.152630090713501) | > loss_feat: 7.781280517578125 (6.833845710754394) | > loss_mel: 18.115949630737305 (17.719813919067384) | > loss_duration: 2.4336600303649902 (2.452349805831909) | > loss_1: 33.4615364074707 (32.4736743927002)  --> STEP: 6 | > loss_disc: 2.4433939456939697 (2.322594165802002) | > loss_disc_real_0: 0.11777858436107635 (0.10466689988970757) | > loss_disc_real_1: 0.27240189909935 (0.20871994892756143) | > loss_disc_real_2: 0.2382933795452118 (0.21937071283658346) | > loss_disc_real_3: 0.28259411454200745 (0.2189249445994695) | > loss_disc_real_4: 0.2302836924791336 (0.2144996499021848) | > loss_disc_real_5: 0.20213119685649872 (0.2311385770638784) | > loss_0: 2.4433939456939697 (2.322594165802002) | > loss_gen: 2.378300666809082 (2.3255790074666343) | > loss_kl: 3.016913890838623 (3.130010724067688) | > loss_feat: 4.832435131072998 (6.500277280807495) | > loss_mel: 16.542945861816406 (17.523669242858887) | > loss_duration: 2.2121121883392334 (2.4123102029164634) | > loss_1: 28.982707977294922 (31.891846656799316)  --> STEP: 7 | > loss_disc: 2.3558897972106934 (2.327350684574672) | > loss_disc_real_0: 0.12119400501251221 (0.10702791490725108) | > loss_disc_real_1: 0.22504641115665436 (0.21105230067457473) | > loss_disc_real_2: 0.18553751707077026 (0.214537399155753) | > loss_disc_real_3: 0.23662611842155457 (0.22145368371691024) | > loss_disc_real_4: 0.22727495431900024 (0.2163246933903013) | > loss_disc_real_5: 0.22739532589912415 (0.2306038268974849) | > loss_0: 2.3558897972106934 (2.327350684574672) | > loss_gen: 2.3084702491760254 (2.3231348991394043) | > loss_kl: 4.586616516113281 (3.338097265788487) | > loss_feat: 5.198017120361328 (6.314240115029471) | > loss_mel: 18.689680099487305 (17.690242222377233) | > loss_duration: 2.504701852798462 (2.425509010042463) | > loss_1: 33.2874870300293 (32.09122385297503)  --> STEP: 8 | > loss_disc: 2.2811620235443115 (2.321577101945877) | > loss_disc_real_0: 0.10261987149715424 (0.10647690948098898) | > loss_disc_real_1: 0.2071552723646164 (0.21056517213582993) | > loss_disc_real_2: 0.24206973612308502 (0.2179789412766695) | > loss_disc_real_3: 0.17761361598968506 (0.21597367525100708) | > loss_disc_real_4: 0.19830021262168884 (0.21407163329422474) | > loss_disc_real_5: 0.15896539390087128 (0.2216490227729082) | > loss_0: 2.2811620235443115 (2.321577101945877) | > loss_gen: 2.423048734664917 (2.3356241285800934) | > loss_kl: 3.275775909423828 (3.3303070962429047) | > loss_feat: 8.594369888305664 (6.599256336688995) | > loss_mel: 19.68144989013672 (17.939143180847168) | > loss_duration: 2.335832118988037 (2.41429939866066) | > loss_1: 36.31047439575195 (32.618630170822144)  --> STEP: 9 | > loss_disc: 2.3464691638946533 (2.324342886606852) | > loss_disc_real_0: 0.13998311758041382 (0.11019982149203618) | > loss_disc_real_1: 0.16401082277297974 (0.2053924666510688) | > loss_disc_real_2: 0.3011717200279236 (0.22722258336014217) | > loss_disc_real_3: 0.24401815235614777 (0.21908972826268938) | > loss_disc_real_4: 0.215943843126297 (0.21427965660889944) | > loss_disc_real_5: 0.20223689079284668 (0.21949211921956804) | > loss_0: 2.3464691638946533 (2.324342886606852) | > loss_gen: 2.6303648948669434 (2.3683731026119657) | > loss_kl: 2.279022455215454 (3.213497691684299) | > loss_feat: 8.361431121826172 (6.795053535037571) | > loss_mel: 17.408098220825195 (17.88013818528917) | > loss_duration: 2.2006144523620605 (2.3905566268497043) | > loss_1: 32.87953186035156 (32.64761924743652)  --> STEP: 10 | > loss_disc: 2.0129587650299072 (2.2932044744491575) | > loss_disc_real_0: 0.07627300918102264 (0.10680714026093482) | > loss_disc_real_1: 0.1847294121980667 (0.20332616120576857) | > loss_disc_real_2: 0.23627202212810516 (0.22812752723693847) | > loss_disc_real_3: 0.1500064879655838 (0.21218140423297882) | > loss_disc_real_4: 0.15090560913085938 (0.20794225186109544) | > loss_disc_real_5: 0.15415222942829132 (0.21295813024044036) | > loss_0: 2.0129587650299072 (2.2932044744491575) | > loss_gen: 2.600372314453125 (2.3915730237960817) | > loss_kl: 2.970777750015259 (3.189225697517395) | > loss_feat: 7.334294319152832 (6.8489776134490965) | > loss_mel: 18.53289794921875 (17.94541416168213) | > loss_duration: 2.3841371536254883 (2.3899146795272825) | > loss_1: 33.822479248046875 (32.76510524749756)  --> STEP: 11 | > loss_disc: 2.343698740005493 (2.2977948622270064) | > loss_disc_real_0: 0.07496114820241928 (0.10391205007379706) | > loss_disc_real_1: 0.16705386340618134 (0.2000286795876243) | > loss_disc_real_2: 0.31393447518348694 (0.23592815886844287) | > loss_disc_real_3: 0.2062908411026001 (0.21164589849385348) | > loss_disc_real_4: 0.19916127622127533 (0.20714398134838452) | > loss_disc_real_5: 0.24467512965202332 (0.21584149382331155) | > loss_0: 2.343698740005493 (2.2977948622270064) | > loss_gen: 2.2532975673675537 (2.3790025277571245) | > loss_kl: 3.25183367729187 (3.194917332042347) | > loss_feat: 7.275309085845947 (6.887735020030629) | > loss_mel: 16.48761558532715 (17.81288701837713) | > loss_duration: 2.497908592224121 (2.399732307954268) | > loss_1: 31.76596450805664 (32.67427427118475)  --> STEP: 12 | > loss_disc: 2.3398971557617188 (2.3013033866882324) | > loss_disc_real_0: 0.11389259994029999 (0.1047437625626723) | > loss_disc_real_1: 0.21310196816921234 (0.20111812030275664) | > loss_disc_real_2: 0.19625717401504517 (0.23262224346399307) | > loss_disc_real_3: 0.22429560124874115 (0.21270004039009413) | > loss_disc_real_4: 0.1718388944864273 (0.20420189077655473) | > loss_disc_real_5: 0.1731647253036499 (0.21228509644667307) | > loss_0: 2.3398971557617188 (2.3013033866882324) | > loss_gen: 2.2180862426757812 (2.365592837333679) | > loss_kl: 3.2706477642059326 (3.2012282013893127) | > loss_feat: 6.478116035461426 (6.853600104649861) | > loss_mel: 17.277130126953125 (17.76824061075846) | > loss_duration: 2.28741717338562 (2.390372713406881) | > loss_1: 31.531396865844727 (32.57903448740641)  --> STEP: 13 | > loss_disc: 2.4947328567504883 (2.3161825766930213) | > loss_disc_real_0: 0.17173296213150024 (0.1098967779141206) | > loss_disc_real_1: 0.09449733048677444 (0.1929165210861426) | > loss_disc_real_2: 0.25009259581565857 (0.2339661167218135) | > loss_disc_real_3: 0.2628333270549774 (0.2165564470566236) | > loss_disc_real_4: 0.2235952913761139 (0.2056936908226747) | > loss_disc_real_5: 0.28324389457702637 (0.21774346553362334) | > loss_0: 2.4947328567504883 (2.3161825766930213) | > loss_gen: 2.3478844165802 (2.364230651121873) | > loss_kl: 2.9902169704437256 (3.184996568239652) | > loss_feat: 7.823356628417969 (6.928196760324331) | > loss_mel: 18.525747299194336 (17.82651035602276) | > loss_duration: 2.268324851989746 (2.3809844163747935) | > loss_1: 33.95553207397461 (32.684918917142426)  --> STEP: 14 | > loss_disc: 2.481386423110962 (2.32798285143716) | > loss_disc_real_0: 0.15942910313606262 (0.11343480114425931) | > loss_disc_real_1: 0.19956734776496887 (0.1933915801346302) | > loss_disc_real_2: 0.20505307614803314 (0.23190089953797205) | > loss_disc_real_3: 0.2050192654132843 (0.21573236265352794) | > loss_disc_real_4: 0.23449961841106415 (0.2077512570789882) | > loss_disc_real_5: 0.20672783255577087 (0.21695663460663386) | > loss_0: 2.481386423110962 (2.32798285143716) | > loss_gen: 2.1779329776763916 (2.3509236744471957) | > loss_kl: 4.209485054016113 (3.258174317223685) | > loss_feat: 6.49267053604126 (6.897087744304112) | > loss_mel: 19.06253433227539 (17.914797782897946) | > loss_duration: 2.352975606918335 (2.3789837871279036) | > loss_1: 34.295597076416016 (32.799967357090544)  --> STEP: 15 | > loss_disc: 2.4822940826416016 (2.3382702668507895) | > loss_disc_real_0: 0.13414879143238068 (0.11481573383013408) | > loss_disc_real_1: 0.2177882194519043 (0.1950180227557818) | > loss_disc_real_2: 0.25187230110168457 (0.2332323263088862) | > loss_disc_real_3: 0.1999344676733017 (0.21467916965484618) | > loss_disc_real_4: 0.1989986151456833 (0.20716774761676787) | > loss_disc_real_5: 0.1956283301115036 (0.21553474764029185) | > loss_0: 2.4822940826416016 (2.3382702668507895) | > loss_gen: 2.291565418243408 (2.3469664573669435) | > loss_kl: 3.7378170490264893 (3.290150499343872) | > loss_feat: 5.1318745613098145 (6.779406865437825) | > loss_mel: 15.93389892578125 (17.782737859090165) | > loss_duration: 2.40604305267334 (2.380787738164266) | > loss_1: 29.501197814941406 (32.58004938761393)  --> STEP: 16 | > loss_disc: 2.4118831157684326 (2.342871069908142) | > loss_disc_real_0: 0.15220767259597778 (0.1171527300029993) | > loss_disc_real_1: 0.2528102397918701 (0.19863003632053733) | > loss_disc_real_2: 0.2631411552429199 (0.23510162811726332) | > loss_disc_real_3: 0.17497679591178894 (0.2121977712959051) | > loss_disc_real_4: 0.1945013701915741 (0.20637609902769327) | > loss_disc_real_5: 0.18231797218322754 (0.21345869917422533) | > loss_0: 2.4118831157684326 (2.342871069908142) | > loss_gen: 2.2403204441070557 (2.3403010815382004) | > loss_kl: 3.24143648147583 (3.2871058732271194) | > loss_feat: 6.996640682220459 (6.79298397898674) | > loss_mel: 14.671512603759766 (17.588286280632015) | > loss_duration: 2.462150812149048 (2.385872930288315) | > loss_1: 29.612060546875 (32.39455008506775)  --> STEP: 17 | > loss_disc: 2.65006160736084 (2.360941101523007) | > loss_disc_real_0: 0.18436574935913086 (0.12110643702394822) | > loss_disc_real_1: 0.20900693535804749 (0.19924044214627323) | > loss_disc_real_2: 0.25122371315956116 (0.2360499860609279) | > loss_disc_real_3: 0.18730923533439636 (0.21073373976875753) | > loss_disc_real_4: 0.20010685920715332 (0.20600732021472035) | > loss_disc_real_5: 0.26253071427345276 (0.2163452882977093) | > loss_0: 2.65006160736084 (2.360941101523007) | > loss_gen: 2.187255382537842 (2.331298393361709) | > loss_kl: 2.7769691944122314 (3.257097833296832) | > loss_feat: 6.67050313949585 (6.78577922372257) | > loss_mel: 16.57454490661621 (17.528654435101675) | > loss_duration: 2.494652509689331 (2.39227172907661) | > loss_1: 30.70392608642578 (32.2951016145594)  --> STEP: 18 | > loss_disc: 2.2287564277648926 (2.3535975085364447) | > loss_disc_real_0: 0.0945679321885109 (0.1196320756442017) | > loss_disc_real_1: 0.1919325739145279 (0.19883444946673182) | > loss_disc_real_2: 0.21645420789718628 (0.2349613317184978) | > loss_disc_real_3: 0.1907820701599121 (0.20962531367937723) | > loss_disc_real_4: 0.19004875421524048 (0.20512073321474922) | > loss_disc_real_5: 0.1753576099872589 (0.21406819505823982) | > loss_0: 2.2287564277648926 (2.3535975085364447) | > loss_gen: 2.2616615295410156 (2.3274296787050037) | > loss_kl: 3.3791916370391846 (3.263880822393629) | > loss_feat: 7.613068580627441 (6.831739743550618) | > loss_mel: 17.127168655395508 (17.506349669562443) | > loss_duration: 2.273221969604492 (2.385657853550381) | > loss_1: 32.65431213378906 (32.3150577545166)  --> STEP: 19 | > loss_disc: 2.5497665405273438 (2.3639221944307027) | > loss_disc_real_0: 0.24937129020690918 (0.1264604553580284) | > loss_disc_real_1: 0.24859702587127686 (0.20145353243539207) | > loss_disc_real_2: 0.18475563824176788 (0.23231892679866992) | > loss_disc_real_3: 0.23736046254634857 (0.21108505835658625) | > loss_disc_real_4: 0.24965724349021912 (0.20746476007135292) | > loss_disc_real_5: 0.2740771472454071 (0.21722656096282758) | > loss_0: 2.5497665405273438 (2.3639221944307027) | > loss_gen: 2.3072493076324463 (2.326367553911711) | > loss_kl: 2.4273204803466797 (3.219851330706948) | > loss_feat: 4.725341796875 (6.720876693725586) | > loss_mel: 15.35275936126709 (17.39300281123111) | > loss_duration: 2.3992552757263184 (2.3863735073491146) | > loss_1: 27.211925506591797 (32.04647184673109)  --> STEP: 20 | > loss_disc: 2.2956247329711914 (2.3605073213577272) | > loss_disc_real_0: 0.09156467020511627 (0.1247156661003828) | > loss_disc_real_1: 0.1381722241640091 (0.19828946702182293) | > loss_disc_real_2: 0.24951042234897614 (0.23317850157618522) | > loss_disc_real_3: 0.20728075504302979 (0.21089484319090843) | > loss_disc_real_4: 0.20784351229667664 (0.2074836976826191) | > loss_disc_real_5: 0.24869532883167267 (0.21879999935626984) | > loss_0: 2.2956247329711914 (2.3605073213577272) | > loss_gen: 2.3227288722991943 (2.3261856198310853) | > loss_kl: 2.6001620292663574 (3.1888668656349184) | > loss_feat: 6.491899013519287 (6.709427809715271) | > loss_mel: 18.56385612487793 (17.451545476913452) | > loss_duration: 2.306969165802002 (2.382403290271759) | > loss_1: 32.28561782836914 (32.05842914581299)  --> STEP: 21 | > loss_disc: 2.178020477294922 (2.3518174716404507) | > loss_disc_real_0: 0.06648920476436615 (0.12194297746533439) | > loss_disc_real_1: 0.22185879945755005 (0.19941181618542897) | > loss_disc_real_2: 0.26669222116470337 (0.23477439298516228) | > loss_disc_real_3: 0.24705873429775238 (0.21261693324361527) | > loss_disc_real_4: 0.21282640099525452 (0.20773811212607793) | > loss_disc_real_5: 0.23279225826263428 (0.21946629739943005) | > loss_0: 2.178020477294922 (2.3518174716404507) | > loss_gen: 2.5891265869140625 (2.338706618263608) | > loss_kl: 2.5594441890716553 (3.158894357227144) | > loss_feat: 5.984212398529053 (6.674893742515927) | > loss_mel: 15.697260856628418 (17.368008114042738) | > loss_duration: 2.2104969024658203 (2.3742172718048096) | > loss_1: 29.04054069519043 (31.91472017197382)  --> STEP: 22 | > loss_disc: 2.5196902751922607 (2.359448053620078) | > loss_disc_real_0: 0.1327618509531021 (0.1224347444420511) | > loss_disc_real_1: 0.23761968314647675 (0.20114853741093117) | > loss_disc_real_2: 0.2143113762140274 (0.2338442558592016) | > loss_disc_real_3: 0.19025814533233643 (0.2116006247021935) | > loss_disc_real_4: 0.23582935333251953 (0.20901498672637073) | > loss_disc_real_5: 0.2361690104007721 (0.22022551162676376) | > loss_0: 2.5196902751922607 (2.359448053620078) | > loss_gen: 2.17103910446167 (2.331085367636247) | > loss_kl: 2.255502462387085 (3.117831089279868) | > loss_feat: 6.689376354217529 (6.675552043047818) | > loss_mel: 16.925840377807617 (17.347909580577504) | > loss_duration: 2.206003427505493 (2.3665711879730225) | > loss_1: 30.24776268005371 (31.838949376886543)  --> STEP: 23 | > loss_disc: 2.4880075454711914 (2.3650375967440396) | > loss_disc_real_0: 0.1765962392091751 (0.12478959204062172) | > loss_disc_real_1: 0.1813809871673584 (0.20028907870468887) | > loss_disc_real_2: 0.2664357125759125 (0.2352612757164499) | > loss_disc_real_3: 0.24281877279281616 (0.21295793548874234) | > loss_disc_real_4: 0.23868082463741302 (0.21030480576598126) | > loss_disc_real_5: 0.23994916677474976 (0.22108306185058926) | > loss_0: 2.4880075454711914 (2.3650375967440396) | > loss_gen: 2.413825035095215 (2.334682744482289) | > loss_kl: 2.9414615631103516 (3.1101628490116284) | > loss_feat: 6.670819282531738 (6.675346270851467) | > loss_mel: 18.26692008972168 (17.387866559235945) | > loss_duration: 2.354851722717285 (2.366061646005382) | > loss_1: 32.64787673950195 (31.874120131782863)  --> STEP: 24 | > loss_disc: 2.449798345565796 (2.368569294611613) | > loss_disc_real_0: 0.1652810275554657 (0.12647673518707356) | > loss_disc_real_1: 0.25560370087623596 (0.20259385462850332) | > loss_disc_real_2: 0.26106077432632446 (0.23633625482519469) | > loss_disc_real_3: 0.21376779675483704 (0.21299167970816293) | > loss_disc_real_4: 0.18318228423595428 (0.20917470070223013) | > loss_disc_real_5: 0.21938426792621613 (0.22101227877040705) | > loss_0: 2.449798345565796 (2.368569294611613) | > loss_gen: 2.3937950134277344 (2.3371457556883493) | > loss_kl: 2.610166549682617 (3.0893296698729196) | > loss_feat: 7.236330509185791 (6.698720614115397) | > loss_mel: 17.492069244384766 (17.392208337783813) | > loss_duration: 2.4431772232055664 (2.3692747950553894) | > loss_1: 32.175537109375 (31.88667917251587)  --> STEP: 25 | > loss_disc: 2.361868143081665 (2.368301248550415) | > loss_disc_real_0: 0.08373557776212692 (0.12476708889007568) | > loss_disc_real_1: 0.2626473903656006 (0.2049959960579872) | > loss_disc_real_2: 0.2827586233615875 (0.2381931495666504) | > loss_disc_real_3: 0.22371402382850647 (0.2134205734729767) | > loss_disc_real_4: 0.1850491166114807 (0.20820967733860016) | > loss_disc_real_5: 0.15721683204174042 (0.21846046090126037) | > loss_0: 2.361868143081665 (2.368301248550415) | > loss_gen: 2.2695059776306152 (2.33444016456604) | > loss_kl: 3.0866682529449463 (3.0892232131958006) | > loss_feat: 6.778042793273926 (6.701893501281738) | > loss_mel: 15.158502578735352 (17.302860107421875) | > loss_duration: 2.4366140365600586 (2.3719683647155763) | > loss_1: 29.729331970214844 (31.80038528442383)  --> STEP: 26 | > loss_disc: 2.234039068222046 (2.3631373185377855) | > loss_disc_real_0: 0.10176340490579605 (0.12388233181375724) | > loss_disc_real_1: 0.16602352261543274 (0.20349705477173513) | > loss_disc_real_2: 0.31074440479278564 (0.2409835824599633) | > loss_disc_real_3: 0.26181304454803467 (0.2152818223604789) | > loss_disc_real_4: 0.19373707473278046 (0.20765303877683786) | > loss_disc_real_5: 0.2943810522556305 (0.22138048364565924) | > loss_0: 2.234039068222046 (2.3631373185377855) | > loss_gen: 2.6047956943511963 (2.3448384541731615) | > loss_kl: 2.7007343769073486 (3.074281334877014) | > loss_feat: 9.663595199584961 (6.815805105062632) | > loss_mel: 16.978519439697266 (17.290385466355545) | > loss_duration: 2.2967967987060547 (2.369077150638287) | > loss_1: 34.244441986083984 (31.894387465256912) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023730993270874023 (+5.46161945049581e-05) | > avg_loss_disc: 2.3631373185377855 (-0.04313181913815978) | > avg_loss_disc_real_0: 0.12388233181375724 (-0.005697218414682598) | > avg_loss_disc_real_1: 0.20349705477173513 (-0.07712820774087537) | > avg_loss_disc_real_2: 0.2409835824599633 (-0.011495560407638522) | > avg_loss_disc_real_3: 0.2152818223604789 (-0.021754989257225632) | > avg_loss_disc_real_4: 0.20765303877683786 (-0.03805461525917053) | > avg_loss_disc_real_5: 0.22138048364565924 (-0.027108037701019938) | > avg_loss_0: 2.3631373185377855 (-0.04313181913815978) | > avg_loss_gen: 2.3448384541731615 (-0.20468778793628317) | > avg_loss_kl: 3.074281334877014 (+0.0574539441328783) | > avg_loss_feat: 6.815805105062632 (-0.0857817576481743) | > avg_loss_mel: 17.290385466355545 (+0.18690963891836887) | > avg_loss_duration: 2.369077150638287 (+0.01847002139458276) | > avg_loss_1: 31.894387465256912 (-0.027636087857754177)  > EPOCH: 884/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:24:56)   --> TIME: 2024-06-12 06:24:59 -- STEP: 4/330 -- GLOBAL_STEP: 379725 | > loss_disc: 2.200021743774414 (2.25296151638031) | > loss_disc_real_0: 0.0784970298409462 (0.08478479273617268) | > loss_disc_real_1: 0.179927796125412 (0.1838563196361065) | > loss_disc_real_2: 0.17351873219013214 (0.19825738668441772) | > loss_disc_real_3: 0.21616017818450928 (0.21625107526779175) | > loss_disc_real_4: 0.21549171209335327 (0.2223934531211853) | > loss_disc_real_5: 0.22870531678199768 (0.2332872860133648) | > loss_0: 2.200021743774414 (2.25296151638031) | > grad_norm_0: tensor(5.4102, device='cuda:0') (tensor(7.5826, device='cuda:0')) | > loss_gen: 2.7671937942504883 (2.6326465010643005) | > loss_kl: 1.9059940576553345 (1.8924622535705566) | > loss_feat: 7.608960151672363 (6.9269009828567505) | > loss_mel: 17.91213607788086 (17.84045648574829) | > loss_duration: 2.1576108932495117 (2.1517707109451294) | > loss_1: 32.35189437866211 (31.444236278533936) | > grad_norm_1: tensor(90.0430, device='cuda:0') (tensor(98.9834, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3536 (0.3936469554901123) | > loader_time: 0.0028 (0.0031467080116271973)  --> TIME: 2024-06-12 06:25:08 -- STEP: 29/330 -- GLOBAL_STEP: 379750 | > loss_disc: 2.225637435913086 (2.3044154150732634) | > loss_disc_real_0: 0.08924642205238342 (0.09794063750526001) | > loss_disc_real_1: 0.18178248405456543 (0.19211803633591223) | > loss_disc_real_2: 0.20864740014076233 (0.20456217126599674) | > loss_disc_real_3: 0.21340110898017883 (0.22745363157370996) | > loss_disc_real_4: 0.22713540494441986 (0.23371852934360504) | > loss_disc_real_5: 0.20269758999347687 (0.22656095387606784) | > loss_0: 2.225637435913086 (2.3044154150732634) | > grad_norm_0: tensor(6.2422, device='cuda:0') (tensor(8.4264, device='cuda:0')) | > loss_gen: 2.717393159866333 (2.533003642641265) | > loss_kl: 2.067564010620117 (1.949320258765385) | > loss_feat: 7.726635932922363 (6.990491982164054) | > loss_mel: 17.986553192138672 (17.35090331373544) | > loss_duration: 1.9910283088684082 (2.0060330670455406) | > loss_1: 32.48917770385742 (30.829752363007643) | > grad_norm_1: tensor(121.7888, device='cuda:0') (tensor(100.5623, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3608 (0.3646980482956459) | > loader_time: 0.0034 (0.0032507879980679215)  --> TIME: 2024-06-12 06:25:17 -- STEP: 54/330 -- GLOBAL_STEP: 379775 | > loss_disc: 2.3648905754089355 (2.317550005736174) | > loss_disc_real_0: 0.11482936888933182 (0.10113413473246274) | > loss_disc_real_1: 0.15604367852210999 (0.19369398498976673) | > loss_disc_real_2: 0.18404620885849 (0.20426444736895738) | > loss_disc_real_3: 0.2449992299079895 (0.22586718339610984) | > loss_disc_real_4: 0.25509971380233765 (0.2309143085170675) | > loss_disc_real_5: 0.24090930819511414 (0.22613094333145353) | > loss_0: 2.3648905754089355 (2.317550005736174) | > grad_norm_0: tensor(7.6910, device='cuda:0') (tensor(8.4607, device='cuda:0')) | > loss_gen: 2.4923200607299805 (2.5173801669368028) | > loss_kl: 2.1066267490386963 (1.9669281155974776) | > loss_feat: 7.026756286621094 (7.01742211094609) | > loss_mel: 17.56181526184082 (17.24500297617029) | > loss_duration: 1.945142388343811 (1.9858639902538724) | > loss_1: 31.132661819458008 (30.73259742171676) | > grad_norm_1: tensor(74.9694, device='cuda:0') (tensor(104.0256, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3675 (0.3683461657276861) | > loader_time: 0.0041 (0.003491785791185167)  --> TIME: 2024-06-12 06:25:27 -- STEP: 79/330 -- GLOBAL_STEP: 379800 | > loss_disc: 2.3597214221954346 (2.322973525976832) | > loss_disc_real_0: 0.1337852030992508 (0.10267189395012735) | > loss_disc_real_1: 0.22073189914226532 (0.19452180100392688) | > loss_disc_real_2: 0.22130334377288818 (0.20458188162574284) | > loss_disc_real_3: 0.23862865567207336 (0.22694837632058543) | > loss_disc_real_4: 0.2576640248298645 (0.23225187991238846) | > loss_disc_real_5: 0.234610915184021 (0.22587257548223563) | > loss_0: 2.3597214221954346 (2.322973525976832) | > grad_norm_0: tensor(11.5415, device='cuda:0') (tensor(9.0221, device='cuda:0')) | > loss_gen: 2.6190404891967773 (2.513493441328217) | > loss_kl: 1.9553061723709106 (1.9782453292532811) | > loss_feat: 6.9070940017700195 (7.057032005696357) | > loss_mel: 17.448036193847656 (17.205160865300815) | > loss_duration: 1.958594560623169 (1.9816327245929573) | > loss_1: 30.888072967529297 (30.735564461237267) | > grad_norm_1: tensor(107.8516, device='cuda:0') (tensor(120.0575, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3866 (0.3698706717430791) | > loader_time: 0.0044 (0.0036321259752104553)  --> TIME: 2024-06-12 06:25:37 -- STEP: 104/330 -- GLOBAL_STEP: 379825 | > loss_disc: 2.4218523502349854 (2.3327229664875917) | > loss_disc_real_0: 0.13394689559936523 (0.10506428781753549) | > loss_disc_real_1: 0.198563814163208 (0.19501863577618045) | > loss_disc_real_2: 0.20894116163253784 (0.2066353910530989) | > loss_disc_real_3: 0.2530968189239502 (0.22770933176462466) | > loss_disc_real_4: 0.2423592358827591 (0.2317405633914929) | > loss_disc_real_5: 0.2165907323360443 (0.2247459611927087) | > loss_0: 2.4218523502349854 (2.3327229664875917) | > grad_norm_0: tensor(12.1853, device='cuda:0') (tensor(8.9828, device='cuda:0')) | > loss_gen: 2.4070301055908203 (2.505163630613914) | > loss_kl: 2.07275390625 (1.9842642121590102) | > loss_feat: 7.531355857849121 (7.057418653598199) | > loss_mel: 18.065004348754883 (17.179553490418655) | > loss_duration: 2.035452365875244 (1.9831083990060365) | > loss_1: 32.111595153808594 (30.709508455716648) | > grad_norm_1: tensor(199.7443, device='cuda:0') (tensor(115.3182, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3868 (0.37240330760295576) | > loader_time: 0.0042 (0.0037252215238717887)  --> TIME: 2024-06-12 06:25:46 -- STEP: 129/330 -- GLOBAL_STEP: 379850 | > loss_disc: 2.3159070014953613 (2.3496479137923374) | > loss_disc_real_0: 0.09340515732765198 (0.10708205549176349) | > loss_disc_real_1: 0.16410331428050995 (0.19546424048815583) | > loss_disc_real_2: 0.20150169730186462 (0.20802908096202585) | > loss_disc_real_3: 0.22875626385211945 (0.22827400937098866) | > loss_disc_real_4: 0.2549068033695221 (0.23296018372210422) | > loss_disc_real_5: 0.23333007097244263 (0.225453656311183) | > loss_0: 2.3159070014953613 (2.3496479137923374) | > grad_norm_0: tensor(14.4768, device='cuda:0') (tensor(9.6294, device='cuda:0')) | > loss_gen: 2.5646369457244873 (2.4968214681906296) | > loss_kl: 1.9714726209640503 (1.993731608686521) | > loss_feat: 7.232609748840332 (7.04531562420749) | > loss_mel: 17.1156005859375 (17.18182492810627) | > loss_duration: 1.976188063621521 (1.986141752827075) | > loss_1: 30.86050796508789 (30.703835406044657) | > grad_norm_1: tensor(223.0112, device='cuda:0') (tensor(125.0525, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3856 (0.3737928405288578) | > loader_time: 0.0039 (0.003833208897317103)  --> TIME: 2024-06-12 06:25:56 -- STEP: 154/330 -- GLOBAL_STEP: 379875 | > loss_disc: 2.373183012008667 (2.360981852977307) | > loss_disc_real_0: 0.15734925866127014 (0.10920353613600328) | > loss_disc_real_1: 0.22342221438884735 (0.1962184120308269) | > loss_disc_real_2: 0.21402069926261902 (0.20941548184915032) | > loss_disc_real_3: 0.2449181228876114 (0.2291474898720717) | > loss_disc_real_4: 0.2304375171661377 (0.2336013845422051) | > loss_disc_real_5: 0.18398074805736542 (0.22565897834765447) | > loss_0: 2.373183012008667 (2.360981852977307) | > grad_norm_0: tensor(27.2708, device='cuda:0') (tensor(10.5830, device='cuda:0')) | > loss_gen: 2.488662004470825 (2.4896914091977207) | > loss_kl: 2.1599864959716797 (2.006581489141886) | > loss_feat: 6.910645961761475 (7.008448117739194) | > loss_mel: 16.647905349731445 (17.171843918887056) | > loss_duration: 2.0057761669158936 (1.98994520035657) | > loss_1: 30.212976455688477 (30.66651018563803) | > grad_norm_1: tensor(313.3232, device='cuda:0') (tensor(139.0293, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3679 (0.3745227386425068) | > loader_time: 0.004 (0.003920335274238091)  --> TIME: 2024-06-12 06:26:06 -- STEP: 179/330 -- GLOBAL_STEP: 379900 | > loss_disc: 2.3598785400390625 (2.3593873804507983) | > loss_disc_real_0: 0.08009897917509079 (0.11043217426488519) | > loss_disc_real_1: 0.2038726508617401 (0.19557817105474418) | > loss_disc_real_2: 0.2626013457775116 (0.20990922905546336) | > loss_disc_real_3: 0.24820487201213837 (0.2286744340005534) | > loss_disc_real_4: 0.21541734039783478 (0.23363588242557462) | > loss_disc_real_5: 0.2085694670677185 (0.22500046654786476) | > loss_0: 2.3598785400390625 (2.3593873804507983) | > grad_norm_0: tensor(18.8783, device='cuda:0') (tensor(12.1611, device='cuda:0')) | > loss_gen: 2.598814010620117 (2.490506613054755) | > loss_kl: 2.1207737922668457 (2.0124831525973113) | > loss_feat: 7.132810115814209 (6.999731431460248) | > loss_mel: 16.766937255859375 (17.13300149267614) | > loss_duration: 2.060576915740967 (1.9975061456584398) | > loss_1: 30.679912567138672 (30.633228877403216) | > grad_norm_1: tensor(339.6523, device='cuda:0') (tensor(159.3433, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3967 (0.3760558147004196) | > loader_time: 0.0048 (0.003998001194533023)  --> TIME: 2024-06-12 06:26:16 -- STEP: 204/330 -- GLOBAL_STEP: 379925 | > loss_disc: 2.3759732246398926 (2.3622326476901194) | > loss_disc_real_0: 0.16427463293075562 (0.11268842948929352) | > loss_disc_real_1: 0.15692256391048431 (0.1960452583928903) | > loss_disc_real_2: 0.18637053668498993 (0.2091428514058684) | > loss_disc_real_3: 0.1984046846628189 (0.22899347667892778) | > loss_disc_real_4: 0.20831608772277832 (0.23340481702311366) | > loss_disc_real_5: 0.24319808185100555 (0.22464771159723693) | > loss_0: 2.3759732246398926 (2.3622326476901194) | > grad_norm_0: tensor(43.3897, device='cuda:0') (tensor(14.0429, device='cuda:0')) | > loss_gen: 2.4616122245788574 (2.4915339385761923) | > loss_kl: 2.114642381668091 (2.023244306152944) | > loss_feat: 8.04249095916748 (7.0129175419900935) | > loss_mel: 17.416078567504883 (17.12102894222036) | > loss_duration: 2.0168185234069824 (2.0055987180448045) | > loss_1: 32.05164337158203 (30.654323456334133) | > grad_norm_1: tensor(525.9442, device='cuda:0') (tensor(183.0068, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.3992 (0.37844852138968066) | > loader_time: 0.0051 (0.004116338842055373)  --> TIME: 2024-06-12 06:26:27 -- STEP: 229/330 -- GLOBAL_STEP: 379950 | > loss_disc: 2.3018534183502197 (2.3630419495844945) | > loss_disc_real_0: 0.09638790786266327 (0.11405864824829663) | > loss_disc_real_1: 0.2017887830734253 (0.19586880902015485) | > loss_disc_real_2: 0.18601028621196747 (0.2095799748033416) | > loss_disc_real_3: 0.23988710343837738 (0.22925072257695764) | > loss_disc_real_4: 0.2502070665359497 (0.23291867216601642) | > loss_disc_real_5: 0.2260829210281372 (0.22411973748404906) | > loss_0: 2.3018534183502197 (2.3630419495844945) | > grad_norm_0: tensor(34.8984, device='cuda:0') (tensor(15.7532, device='cuda:0')) | > loss_gen: 2.4340872764587402 (2.490366344368613) | > loss_kl: 2.215106725692749 (2.0286390203575926) | > loss_feat: 6.381847381591797 (6.9993191806510024) | > loss_mel: 16.83146095275879 (17.08454384449788) | > loss_duration: 2.1263508796691895 (2.014542170487117) | > loss_1: 29.988853454589844 (30.617410576499704) | > grad_norm_1: tensor(374.2862, device='cuda:0') (tensor(206.6915, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.4073 (0.38264683552704515) | > loader_time: 0.0062 (0.0042427752215789365)  --> TIME: 2024-06-12 06:26:38 -- STEP: 254/330 -- GLOBAL_STEP: 379975 | > loss_disc: 2.3569886684417725 (2.362236423755255) | > loss_disc_real_0: 0.08984997868537903 (0.11486883231211366) | > loss_disc_real_1: 0.1911478042602539 (0.19598299264907837) | > loss_disc_real_2: 0.1986311376094818 (0.2099368853245195) | > loss_disc_real_3: 0.23313573002815247 (0.2294109319373379) | > loss_disc_real_4: 0.24186919629573822 (0.23289965239800806) | > loss_disc_real_5: 0.19846728444099426 (0.22288527726892413) | > loss_0: 2.3569886684417725 (2.362236423755255) | > grad_norm_0: tensor(22.0666, device='cuda:0') (tensor(17.6214, device='cuda:0')) | > loss_gen: 2.4849276542663574 (2.49320040162154) | > loss_kl: 2.076190233230591 (2.0267202694585036) | > loss_feat: 7.470848560333252 (7.009487550089679) | > loss_mel: 16.61996841430664 (17.04192646657388) | > loss_duration: 2.0617363452911377 (2.022091567985656) | > loss_1: 30.713672637939453 (30.59342628388893) | > grad_norm_1: tensor(627.2808, device='cuda:0') (tensor(234.9506, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.4287 (0.38696879758609554) | > loader_time: 0.0061 (0.004374279750613713)  --> TIME: 2024-06-12 06:26:49 -- STEP: 279/330 -- GLOBAL_STEP: 380000 | > loss_disc: 2.25221586227417 (2.3630606888870185) | > loss_disc_real_0: 0.12025081366300583 (0.11615893053805529) | > loss_disc_real_1: 0.19062016904354095 (0.19625796666068412) | > loss_disc_real_2: 0.21370886266231537 (0.20985311830556527) | > loss_disc_real_3: 0.2068008929491043 (0.22939277683321294) | > loss_disc_real_4: 0.20882850885391235 (0.23267132433725515) | > loss_disc_real_5: 0.18976366519927979 (0.22235161247646504) | > loss_0: 2.25221586227417 (2.3630606888870185) | > grad_norm_0: tensor(24.0446, device='cuda:0') (tensor(18.9090, device='cuda:0')) | > loss_gen: 2.6018028259277344 (2.493352303795489) | > loss_kl: 1.993036150932312 (2.031995134114368) | > loss_feat: 8.406877517700195 (7.014966299884208) | > loss_mel: 16.896236419677734 (16.987619085551163) | > loss_duration: 2.1308112144470215 (2.0322492763560316) | > loss_1: 32.02876281738281 (30.560182113374005) | > grad_norm_1: tensor(670.2209, device='cuda:0') (tensor(256.4442, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.4366 (0.3912269804212782) | > loader_time: 0.0058 (0.004525843486990978) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_380000.pth  --> TIME: 2024-06-12 06:27:06 -- STEP: 304/330 -- GLOBAL_STEP: 380025 | > loss_disc: 2.3933944702148438 (2.3668418087457352) | > loss_disc_real_0: 0.10623984038829803 (0.11721018232454203) | > loss_disc_real_1: 0.2175297886133194 (0.19665516868821883) | > loss_disc_real_2: 0.21274974942207336 (0.21073508277339376) | > loss_disc_real_3: 0.22307021915912628 (0.22954453248530626) | > loss_disc_real_4: 0.24820342659950256 (0.23287593024341682) | > loss_disc_real_5: 0.21661029756069183 (0.22215608066241982) | > loss_0: 2.3933944702148438 (2.3668418087457352) | > grad_norm_0: tensor(35.9736, device='cuda:0') (tensor(19.8576, device='cuda:0')) | > loss_gen: 2.3644206523895264 (2.487959774701218) | > loss_kl: 2.1132397651672363 (2.0360928828779055) | > loss_feat: 7.6217851638793945 (7.011042561970259) | > loss_mel: 16.57706069946289 (16.951606210909393) | > loss_duration: 2.199270248413086 (2.043856935281505) | > loss_1: 30.875776290893555 (30.53055837279872) | > grad_norm_1: tensor(565.2766, device='cuda:0') (tensor(275.1852, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 0.4782 (0.3976058897219205) | > loader_time: 0.0074 (0.004713303948703563)  --> TIME: 2024-06-12 06:27:34 -- STEP: 329/330 -- GLOBAL_STEP: 380050 | > loss_disc: 2.5199618339538574 (2.374442637510212) | > loss_disc_real_0: 0.14682263135910034 (0.11893435777094226) | > loss_disc_real_1: 0.15424279868602753 (0.19815286685992872) | > loss_disc_real_2: 0.196628600358963 (0.21087784467315968) | > loss_disc_real_3: 0.27396348118782043 (0.22953095973262672) | > loss_disc_real_4: 0.2972091734409332 (0.23326903115108746) | > loss_disc_real_5: 0.29986947774887085 (0.22297422533520803) | > loss_0: 2.5199618339538574 (2.374442637510212) | > grad_norm_0: tensor(8.8955, device='cuda:0') (tensor(20.2196, device='cuda:0')) | > loss_gen: 2.615927219390869 (2.4825044120336375) | > loss_kl: 2.2019472122192383 (2.0428243495048397) | > loss_feat: 11.170541763305664 (7.0869564575264885) | > loss_mel: 18.524703979492188 (16.92776216489565) | > loss_duration: 2.294070243835449 (2.0590400014604864) | > loss_1: 36.807193756103516 (30.59908739918996) | > grad_norm_1: tensor(112.7804, device='cuda:0') (tensor(280.3377, device='cuda:0')) | > current_lr_0: 0.0001790760291867212 | > current_lr_1: 0.0001790760291867212 | > step_time: 14.5052 (0.4529035997245811) | > loader_time: 0.0344 (0.005156172807455786)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3777103424072266 (2.3777103424072266) | > loss_disc_real_0: 0.21551430225372314 (0.21551430225372314) | > loss_disc_real_1: 0.1731364130973816 (0.1731364130973816) | > loss_disc_real_2: 0.2466040700674057 (0.2466040700674057) | > loss_disc_real_3: 0.2578567564487457 (0.2578567564487457) | > loss_disc_real_4: 0.27580446004867554 (0.27580446004867554) | > loss_disc_real_5: 0.2018284797668457 (0.2018284797668457) | > loss_0: 2.3777103424072266 (2.3777103424072266) | > loss_gen: 2.5022733211517334 (2.5022733211517334) | > loss_kl: 2.1078553199768066 (2.1078553199768066) | > loss_feat: 6.750648498535156 (6.750648498535156) | > loss_mel: 17.89276885986328 (17.89276885986328) | > loss_duration: 3.070699691772461 (3.070699691772461) | > loss_1: 32.32424545288086 (32.32424545288086)  --> STEP: 1 | > loss_disc: 2.3874223232269287 (2.3874223232269287) | > loss_disc_real_0: 0.11256298422813416 (0.11256298422813416) | > loss_disc_real_1: 0.22533570230007172 (0.22533570230007172) | > loss_disc_real_2: 0.21938695013523102 (0.21938695013523102) | > loss_disc_real_3: 0.2767760455608368 (0.2767760455608368) | > loss_disc_real_4: 0.24498312175273895 (0.24498312175273895) | > loss_disc_real_5: 0.17994911968708038 (0.17994911968708038) | > loss_0: 2.3874223232269287 (2.3874223232269287) | > loss_gen: 2.3044307231903076 (2.3044307231903076) | > loss_kl: 2.704878091812134 (2.704878091812134) | > loss_feat: 4.587472438812256 (4.587472438812256) | > loss_mel: 18.825889587402344 (18.825889587402344) | > loss_duration: 2.5433192253112793 (2.5433192253112793) | > loss_1: 30.96599006652832 (30.96599006652832)  --> STEP: 2 | > loss_disc: 2.3271732330322266 (2.3572977781295776) | > loss_disc_real_0: 0.10227549076080322 (0.10741923749446869) | > loss_disc_real_1: 0.17683717608451843 (0.20108643919229507) | > loss_disc_real_2: 0.24224989116191864 (0.23081842064857483) | > loss_disc_real_3: 0.28797903656959534 (0.28237754106521606) | > loss_disc_real_4: 0.2796035408973694 (0.26229333132505417) | > loss_disc_real_5: 0.29109135270118713 (0.23552023619413376) | > loss_0: 2.3271732330322266 (2.3572977781295776) | > loss_gen: 2.563481330871582 (2.433956027030945) | > loss_kl: 3.187518835067749 (2.9461984634399414) | > loss_feat: 5.450824737548828 (5.019148588180542) | > loss_mel: 17.652189254760742 (18.239039421081543) | > loss_duration: 2.5091652870178223 (2.526242256164551) | > loss_1: 31.36318016052246 (31.16458511352539)  --> STEP: 3 | > loss_disc: 2.453158378601074 (2.3892513116200766) | > loss_disc_real_0: 0.1910409927368164 (0.1352931559085846) | > loss_disc_real_1: 0.15698857605457306 (0.18638715147972107) | > loss_disc_real_2: 0.18962672352790833 (0.217087854941686) | > loss_disc_real_3: 0.3323970139026642 (0.2990506986776988) | > loss_disc_real_4: 0.23241403698921204 (0.2523335665464401) | > loss_disc_real_5: 0.24353456497192383 (0.23819167912006378) | > loss_0: 2.453158378601074 (2.3892513116200766) | > loss_gen: 2.4044651985168457 (2.4241257508595786) | > loss_kl: 3.5972900390625 (3.163228988647461) | > loss_feat: 5.92480993270874 (5.321035703023274) | > loss_mel: 16.338153839111328 (17.605410893758137) | > loss_duration: 2.3073925971984863 (2.4532923698425293) | > loss_1: 30.572111129760742 (30.96709378560384)  --> STEP: 4 | > loss_disc: 2.4530930519104004 (2.4052117466926575) | > loss_disc_real_0: 0.18704423308372498 (0.1482309252023697) | > loss_disc_real_1: 0.18389134109020233 (0.18576319888234138) | > loss_disc_real_2: 0.22355765104293823 (0.21870530396699905) | > loss_disc_real_3: 0.2944891154766083 (0.29791030287742615) | > loss_disc_real_4: 0.22480672597885132 (0.24545185640454292) | > loss_disc_real_5: 0.21955247223377228 (0.2335318773984909) | > loss_0: 2.4530930519104004 (2.4052117466926575) | > loss_gen: 2.4175913333892822 (2.4224921464920044) | > loss_kl: 3.82918643951416 (3.3297183513641357) | > loss_feat: 6.777037620544434 (5.6850361824035645) | > loss_mel: 18.47260284423828 (17.822208881378174) | > loss_duration: 2.3930115699768066 (2.4382221698760986) | > loss_1: 33.88943099975586 (31.697678089141846)  --> STEP: 5 | > loss_disc: 2.403886079788208 (2.4049466133117674) | > loss_disc_real_0: 0.1698135882616043 (0.1525474578142166) | > loss_disc_real_1: 0.16784530878067017 (0.18217962086200715) | > loss_disc_real_2: 0.256216824054718 (0.22620760798454284) | > loss_disc_real_3: 0.3127122223377228 (0.3008706867694855) | > loss_disc_real_4: 0.22921696305274963 (0.24220487773418425) | > loss_disc_real_5: 0.2045324742794037 (0.22773199677467346) | > loss_0: 2.403886079788208 (2.4049466133117674) | > loss_gen: 2.301178216934204 (2.3982293605804443) | > loss_kl: 3.2917888164520264 (3.322132444381714) | > loss_feat: 5.269290447235107 (5.601887035369873) | > loss_mel: 16.7548885345459 (17.608744812011718) | > loss_duration: 2.350310802459717 (2.420639896392822) | > loss_1: 29.967456817626953 (31.351633834838868)  --> STEP: 6 | > loss_disc: 2.4604835510253906 (2.4142027695973716) | > loss_disc_real_0: 0.15806059539318085 (0.15346631407737732) | > loss_disc_real_1: 0.20455460250377655 (0.18590878446896872) | > loss_disc_real_2: 0.21512165665626526 (0.22435994942982992) | > loss_disc_real_3: 0.26254168152809143 (0.2944825192292531) | > loss_disc_real_4: 0.22639890015125275 (0.23957054813702902) | > loss_disc_real_5: 0.1750958412885666 (0.21895930419365564) | > loss_0: 2.4604835510253906 (2.4142027695973716) | > loss_gen: 2.218583583831787 (2.3682883977890015) | > loss_kl: 2.828051805496216 (3.239785671234131) | > loss_feat: 5.685815811157227 (5.615875164667766) | > loss_mel: 14.167840957641602 (17.035260836283367) | > loss_duration: 2.2480149269104004 (2.391869068145752) | > loss_1: 27.14830780029297 (30.651079495747883)  --> STEP: 7 | > loss_disc: 2.324657917022705 (2.4014106478009904) | > loss_disc_real_0: 0.09887470304965973 (0.1456675125019891) | > loss_disc_real_1: 0.19441986083984375 (0.18712465252195085) | > loss_disc_real_2: 0.2227388322353363 (0.22412836125918797) | > loss_disc_real_3: 0.3027728497982025 (0.29566685216767447) | > loss_disc_real_4: 0.24202577769756317 (0.2399212952171053) | > loss_disc_real_5: 0.24988846480846405 (0.22337775571005686) | > loss_0: 2.324657917022705 (2.4014106478009904) | > loss_gen: 2.563994884490967 (2.396246467317854) | > loss_kl: 4.407122611999512 (3.406548091343471) | > loss_feat: 7.56613826751709 (5.894484179360526) | > loss_mel: 17.441503524780273 (17.09329550606864) | > loss_duration: 2.548530101776123 (2.4142492158072337) | > loss_1: 34.52729034423828 (31.204823902675084)  --> STEP: 8 | > loss_disc: 2.2715821266174316 (2.3851820826530457) | > loss_disc_real_0: 0.09404946863651276 (0.13921525701880455) | > loss_disc_real_1: 0.14057312905788422 (0.18130571208894253) | > loss_disc_real_2: 0.23059892654418945 (0.22493718191981316) | > loss_disc_real_3: 0.3205702304840088 (0.29877977445721626) | > loss_disc_real_4: 0.2075544148683548 (0.2358754351735115) | > loss_disc_real_5: 0.20772747695446014 (0.22142147086560726) | > loss_0: 2.2715821266174316 (2.3851820826530457) | > loss_gen: 2.3869869709014893 (2.395089030265808) | > loss_kl: 3.479881763458252 (3.4157148003578186) | > loss_feat: 9.198328018188477 (6.30746465921402) | > loss_mel: 17.98158073425293 (17.204331159591675) | > loss_duration: 2.3105194568634033 (2.4012829959392548) | > loss_1: 35.357295989990234 (31.723882913589478)  --> STEP: 9 | > loss_disc: 1.9096565246582031 (2.3323459095425076) | > loss_disc_real_0: 0.14362066984176636 (0.13970474733246696) | > loss_disc_real_1: 0.14455728232860565 (0.17722255322668287) | > loss_disc_real_2: 0.2562054991722107 (0.22841143939230177) | > loss_disc_real_3: 0.1872798502445221 (0.28639089398913914) | > loss_disc_real_4: 0.11498277634382248 (0.22244291752576828) | > loss_disc_real_5: 0.11030367016792297 (0.20907504856586456) | > loss_0: 1.9096565246582031 (2.3323459095425076) | > loss_gen: 2.9264769554138184 (2.4541321330600314) | > loss_kl: 2.376744031906128 (3.3002736038631864) | > loss_feat: 11.276148796081543 (6.859540674421522) | > loss_mel: 18.828575134277344 (17.384802712334526) | > loss_duration: 2.2371623516082764 (2.3830473687913685) | > loss_1: 37.64510726928711 (32.381796730889214)  --> STEP: 10 | > loss_disc: 2.7445876598358154 (2.3735700845718384) | > loss_disc_real_0: 0.1169692799448967 (0.13743120059370995) | > loss_disc_real_1: 0.228850319981575 (0.1823853299021721) | > loss_disc_real_2: 0.36280083656311035 (0.24185037910938262) | > loss_disc_real_3: 0.2938383221626282 (0.287135636806488) | > loss_disc_real_4: 0.2698785960674286 (0.2271864853799343) | > loss_disc_real_5: 0.23688356578350067 (0.21185590028762818) | > loss_0: 2.7445876598358154 (2.3735700845718384) | > loss_gen: 2.222285032272339 (2.430947422981262) | > loss_kl: 2.8791420459747314 (3.258160448074341) | > loss_feat: 5.341363906860352 (6.707722997665405) | > loss_mel: 13.921716690063477 (17.038494110107422) | > loss_duration: 2.3488337993621826 (2.37962601184845) | > loss_1: 26.713340759277344 (31.814951133728027)  --> STEP: 11 | > loss_disc: 2.3711190223693848 (2.3733472607352515) | > loss_disc_real_0: 0.16903123259544373 (0.14030393077568573) | > loss_disc_real_1: 0.18993179500102997 (0.18307137218388644) | > loss_disc_real_2: 0.20877644419670105 (0.2388436577536843) | > loss_disc_real_3: 0.2908340394496918 (0.2874718552285975) | > loss_disc_real_4: 0.20889683067798615 (0.22552378949793903) | > loss_disc_real_5: 0.18401895463466644 (0.20932526886463165) | > loss_0: 2.3711190223693848 (2.3733472607352515) | > loss_gen: 2.478019952774048 (2.4352267438715156) | > loss_kl: 3.934138774871826 (3.3196130232377485) | > loss_feat: 6.475953578948975 (6.686653050509366) | > loss_mel: 17.096580505371094 (17.043774691495027) | > loss_duration: 2.5087437629699707 (2.3913639892231333) | > loss_1: 32.49343490600586 (31.876631476662375)  --> STEP: 12 | > loss_disc: 2.452747106552124 (2.3799639145533242) | > loss_disc_real_0: 0.13230501115322113 (0.13963735414048034) | > loss_disc_real_1: 0.20646387338638306 (0.18502074728409448) | > loss_disc_real_2: 0.25355786085128784 (0.24006984134515127) | > loss_disc_real_3: 0.341625839471817 (0.2919846872488658) | > loss_disc_real_4: 0.26336148381233215 (0.2286769306908051) | > loss_disc_real_5: 0.2537897229194641 (0.2130306400358677) | > loss_0: 2.452747106552124 (2.3799639145533242) | > loss_gen: 2.593674659729004 (2.4484307368596396) | > loss_kl: 2.9787771701812744 (3.2912100354830423) | > loss_feat: 5.798686504364014 (6.6126558383305865) | > loss_mel: 15.829595565795898 (16.942593097686768) | > loss_duration: 2.3204002380371094 (2.3854503432909646) | > loss_1: 29.521133422851562 (31.680339972178142)  --> STEP: 13 | > loss_disc: 2.4353926181793213 (2.3842276609860935) | > loss_disc_real_0: 0.12747642397880554 (0.13870189797419766) | > loss_disc_real_1: 0.1957118660211563 (0.18584314103309924) | > loss_disc_real_2: 0.2583049535751343 (0.2414725422859192) | > loss_disc_real_3: 0.32775944471359253 (0.2947365916692294) | > loss_disc_real_4: 0.261143296957016 (0.23117434348051363) | > loss_disc_real_5: 0.214076429605484 (0.21311108538737664) | > loss_0: 2.4353926181793213 (2.3842276609860935) | > loss_gen: 2.464031457901001 (2.4496307923243594) | > loss_kl: 2.9914140701293945 (3.2681488073789158) | > loss_feat: 5.923192977905273 (6.559620233682486) | > loss_mel: 16.30907440185547 (16.89386089031513) | > loss_duration: 2.2199301719665527 (2.372718022419856) | > loss_1: 29.907644271850586 (31.543978764460636)  --> STEP: 14 | > loss_disc: 2.484435558319092 (2.3913853679384505) | > loss_disc_real_0: 0.23147907853126526 (0.14532883944255964) | > loss_disc_real_1: 0.16977667808532715 (0.18469553653682982) | > loss_disc_real_2: 0.2095050811767578 (0.23918915220669337) | > loss_disc_real_3: 0.2528630197048187 (0.29174562224320005) | > loss_disc_real_4: 0.29284748435020447 (0.2355795678283487) | > loss_disc_real_5: 0.2612230181694031 (0.21654765201466425) | > loss_0: 2.484435558319092 (2.3913853679384505) | > loss_gen: 2.411604642868042 (2.4469146387917653) | > loss_kl: 3.756809949874878 (3.303053174700056) | > loss_feat: 6.318883419036865 (6.542424746922085) | > loss_mel: 18.119741439819336 (16.981423786708287) | > loss_duration: 2.406959056854248 (2.375163810593741) | > loss_1: 33.01399612426758 (31.648980004446848)  --> STEP: 15 | > loss_disc: 2.490490198135376 (2.3979923566182455) | > loss_disc_real_0: 0.15390118956565857 (0.14590032945076625) | > loss_disc_real_1: 0.19237764179706573 (0.18520767688751222) | > loss_disc_real_2: 0.2202342301607132 (0.23792549073696137) | > loss_disc_real_3: 0.260365754365921 (0.2896536310513814) | > loss_disc_real_4: 0.2743878960609436 (0.2381667897105217) | > loss_disc_real_5: 0.3106706142425537 (0.2228225161631902) | > loss_0: 2.490490198135376 (2.3979923566182455) | > loss_gen: 2.4067063331604004 (2.444234085083008) | > loss_kl: 2.9633970260620117 (3.2804094314575196) | > loss_feat: 6.910219192504883 (6.566944376627604) | > loss_mel: 17.394859313964844 (17.00898615519206) | > loss_duration: 2.3745815753936768 (2.375124994913737) | > loss_1: 32.04976272583008 (31.675698852539064)  --> STEP: 16 | > loss_disc: 2.2991676330566406 (2.391815811395645) | > loss_disc_real_0: 0.16813206672668457 (0.14728981303051114) | > loss_disc_real_1: 0.17786918580532074 (0.18474902119487524) | > loss_disc_real_2: 0.24190926551818848 (0.23817447666078806) | > loss_disc_real_3: 0.23028364777565002 (0.2859430070966482) | > loss_disc_real_4: 0.1692468672990799 (0.23385929455980659) | > loss_disc_real_5: 0.20806670188903809 (0.2219002777710557) | > loss_0: 2.2991676330566406 (2.391815811395645) | > loss_gen: 2.6520376205444336 (2.457221806049347) | > loss_kl: 2.6279475688934326 (3.239630565047264) | > loss_feat: 7.886434078216553 (6.6494124829769135) | > loss_mel: 16.36035919189453 (16.968446969985962) | > loss_duration: 2.3525161743164062 (2.373711943626404) | > loss_1: 31.879295349121094 (31.68842363357544)  --> STEP: 17 | > loss_disc: 2.5388736724853516 (2.4004662738126865) | > loss_disc_real_0: 0.10916769504547119 (0.14504733550197937) | > loss_disc_real_1: 0.14010216295719147 (0.18212273541618795) | > loss_disc_real_2: 0.3176327645778656 (0.24284849359708674) | > loss_disc_real_3: 0.24217060208320618 (0.28336815974291635) | > loss_disc_real_4: 0.2496667504310608 (0.23478914490517447) | > loss_disc_real_5: 0.29191532731056213 (0.22601881009690902) | > loss_0: 2.5388736724853516 (2.4004662738126865) | > loss_gen: 2.2295188903808594 (2.443827516892377) | > loss_kl: 2.4640543460845947 (3.194008434520048) | > loss_feat: 5.602887153625488 (6.587852169485653) | > loss_mel: 17.738319396972656 (17.01373358333812) | > loss_duration: 2.461439609527588 (2.3788723945617676) | > loss_1: 30.496217727661133 (31.61829387440401)  --> STEP: 18 | > loss_disc: 2.2750649452209473 (2.3934995333353677) | > loss_disc_real_0: 0.138983815908432 (0.14471047330233786) | > loss_disc_real_1: 0.11616834253072739 (0.17845860247810683) | > loss_disc_real_2: 0.19555918872356415 (0.24022130999300215) | > loss_disc_real_3: 0.23474597930908203 (0.2806669274965922) | > loss_disc_real_4: 0.1978043019771576 (0.23273443140917355) | > loss_disc_real_5: 0.2219037264585495 (0.22579019433922237) | > loss_0: 2.2750649452209473 (2.3934995333353677) | > loss_gen: 2.4230704307556152 (2.442674345440335) | > loss_kl: 2.930201768875122 (3.1793525086508856) | > loss_feat: 9.145208358764648 (6.729927513334486) | > loss_mel: 18.35757827758789 (17.08839162190755) | > loss_duration: 2.255281448364258 (2.372006230884128) | > loss_1: 35.11133575439453 (31.812351756625706)  --> STEP: 19 | > loss_disc: 2.658665180206299 (2.4074556200127852) | > loss_disc_real_0: 0.19896666705608368 (0.14756606244727186) | > loss_disc_real_1: 0.17598646879196167 (0.178328490178836) | > loss_disc_real_2: 0.3650260269641876 (0.24678997930727506) | > loss_disc_real_3: 0.3366880714893341 (0.2836154087593681) | > loss_disc_real_4: 0.21676607429981232 (0.23189399156131243) | > loss_disc_real_5: 0.2883848547935486 (0.22908465015260795) | > loss_0: 2.658665180206299 (2.4074556200127852) | > loss_gen: 2.340837001800537 (2.4373144852487663) | > loss_kl: 2.6181375980377197 (3.1498148817765084) | > loss_feat: 5.8774189949035645 (6.6850586439433854) | > loss_mel: 16.47936248779297 (17.056337456954154) | > loss_duration: 2.3904402256011963 (2.372976441132395) | > loss_1: 29.706195831298828 (31.701501444766397)  --> STEP: 20 | > loss_disc: 2.263540506362915 (2.400259864330292) | > loss_disc_real_0: 0.1457832157611847 (0.14747692011296748) | > loss_disc_real_1: 0.2182365208864212 (0.18032389171421528) | > loss_disc_real_2: 0.1893533170223236 (0.24391814619302749) | > loss_disc_real_3: 0.16509166359901428 (0.2776892215013504) | > loss_disc_real_4: 0.1598876267671585 (0.22829367332160472) | > loss_disc_real_5: 0.18320170044898987 (0.22679050266742706) | > loss_0: 2.263540506362915 (2.400259864330292) | > loss_gen: 2.563607692718506 (2.4436291456222534) | > loss_kl: 2.1092169284820557 (3.0977849841117857) | > loss_feat: 7.888197898864746 (6.745215606689453) | > loss_mel: 16.64986801147461 (17.036013984680174) | > loss_duration: 2.2977118492126465 (2.3692132115364073) | > loss_1: 31.508602142333984 (31.691856479644777)  --> STEP: 21 | > loss_disc: 2.4525680541992188 (2.4027507305145264) | > loss_disc_real_0: 0.1395757496356964 (0.1471006738997641) | > loss_disc_real_1: 0.25731420516967773 (0.18399009711685635) | > loss_disc_real_2: 0.29927048087120056 (0.24655397165389287) | > loss_disc_real_3: 0.29767492413520813 (0.2786409216267722) | > loss_disc_real_4: 0.20751188695430756 (0.22730406444697154) | > loss_disc_real_5: 0.21094761788845062 (0.2260360795827139) | > loss_0: 2.4525680541992188 (2.4027507305145264) | > loss_gen: 2.594982862472534 (2.4508364654722667) | > loss_kl: 2.193425416946411 (3.0547202428181968) | > loss_feat: 6.105246543884277 (6.714740889413016) | > loss_mel: 14.732203483581543 (16.9263087227231) | > loss_duration: 2.1960198879241943 (2.360965910412016) | > loss_1: 27.82187843322754 (31.507571810767764)  --> STEP: 22 | > loss_disc: 2.4568607807159424 (2.4052102782509546) | > loss_disc_real_0: 0.1453048586845398 (0.14701904593543572) | > loss_disc_real_1: 0.1550820916891098 (0.1826760968701406) | > loss_disc_real_2: 0.2479524165391922 (0.2466175373304974) | > loss_disc_real_3: 0.2559315264225006 (0.27760867639021436) | > loss_disc_real_4: 0.24425603449344635 (0.22807460853999312) | > loss_disc_real_5: 0.277452290058136 (0.22837318005886945) | > loss_0: 2.4568607807159424 (2.4052102782509546) | > loss_gen: 2.4441113471984863 (2.450530778278004) | > loss_kl: 2.5649123191833496 (3.03245624628934) | > loss_feat: 8.468059539794922 (6.794437191703103) | > loss_mel: 17.229101181030273 (16.940072016282517) | > loss_duration: 2.2300162315368652 (2.3550136522813276) | > loss_1: 32.93619918823242 (31.57250941883434)  --> STEP: 23 | > loss_disc: 2.425156831741333 (2.406077519707058) | > loss_disc_real_0: 0.10552933067083359 (0.14521514527175736) | > loss_disc_real_1: 0.15119661390781403 (0.18130742369786554) | > loss_disc_real_2: 0.20532479882240295 (0.24482220087362372) | > loss_disc_real_3: 0.33027032017707825 (0.27989831307659974) | > loss_disc_real_4: 0.2653220593929291 (0.22969406292490338) | > loss_disc_real_5: 0.2371762990951538 (0.22875592436479486) | > loss_0: 2.425156831741333 (2.406077519707058) | > loss_gen: 2.3238446712493896 (2.4450226866680644) | > loss_kl: 2.814131259918213 (3.0229638555775518) | > loss_feat: 5.879993438720703 (6.75467876766039) | > loss_mel: 16.70362091064453 (16.92979153342869) | > loss_duration: 2.2740073204040527 (2.351491637851881) | > loss_1: 29.99559783935547 (31.50394804581352)  --> STEP: 24 | > loss_disc: 2.460336208343506 (2.4083382984002433) | > loss_disc_real_0: 0.1495751440525055 (0.14539681188762185) | > loss_disc_real_1: 0.1878550797700882 (0.1815802427008748) | > loss_disc_real_2: 0.27970731258392334 (0.2462757471948862) | > loss_disc_real_3: 0.2885292172431946 (0.2802579340835412) | > loss_disc_real_4: 0.2875939607620239 (0.23210655866811672) | > loss_disc_real_5: 0.2712949812412262 (0.23052838506797949) | > loss_0: 2.460336208343506 (2.4083382984002433) | > loss_gen: 2.50730037689209 (2.4476175904273987) | > loss_kl: 2.7646145820617676 (3.0121993025143943) | > loss_feat: 6.995747089385986 (6.764723281065623) | > loss_mel: 16.943191528320312 (16.930349866549175) | > loss_duration: 2.4078948497772217 (2.3538417716821036) | > loss_1: 31.61874771118164 (31.508731365203857)  --> STEP: 25 | > loss_disc: 2.6121222972869873 (2.416489658355713) | > loss_disc_real_0: 0.16327708959579468 (0.14611202299594875) | > loss_disc_real_1: 0.277891606092453 (0.18543269723653794) | > loss_disc_real_2: 0.29880574345588684 (0.24837694704532623) | > loss_disc_real_3: 0.28007757663726807 (0.2802507197856903) | > loss_disc_real_4: 0.24443739652633667 (0.23259979218244553) | > loss_disc_real_5: 0.32270166277885437 (0.2342153161764145) | > loss_0: 2.6121222972869873 (2.416489658355713) | > loss_gen: 2.5897698402404785 (2.4533036804199218) | > loss_kl: 2.9973232746124268 (3.0116042613983156) | > loss_feat: 7.173849582672119 (6.781088333129883) | > loss_mel: 15.933655738830566 (16.89048210144043) | > loss_duration: 2.4164888858795166 (2.35634765625) | > loss_1: 31.111085891723633 (31.492825546264648)  --> STEP: 26 | > loss_disc: 2.072701930999756 (2.403267053457407) | > loss_disc_real_0: 0.09241314977407455 (0.14404668171818436) | > loss_disc_real_1: 0.2094581127166748 (0.18635675167808166) | > loss_disc_real_2: 0.13418039679527283 (0.24398477203570879) | > loss_disc_real_3: 0.20021453499794006 (0.27717240498616147) | > loss_disc_real_4: 0.22071102261543274 (0.2321425318144835) | > loss_disc_real_5: 0.248502716422081 (0.2347648315704786) | > loss_0: 2.072701930999756 (2.403267053457407) | > loss_gen: 2.4603519439697266 (2.45357476747953) | > loss_kl: 2.602813959121704 (2.9958815574645996) | > loss_feat: 6.402179718017578 (6.766514924856333) | > loss_mel: 17.030778884887695 (16.895878131573017) | > loss_duration: 2.307936191558838 (2.3544856768388014) | > loss_1: 30.804059982299805 (31.466334563035232) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024868158193734977 (+0.00011371649228609539) | > avg_loss_disc: 2.403267053457407 (+0.04012973491962146) | > avg_loss_disc_real_0: 0.14404668171818436 (+0.020164349904427115) | > avg_loss_disc_real_1: 0.18635675167808166 (-0.01714030309365347) | > avg_loss_disc_real_2: 0.24398477203570879 (+0.0030011895757454943) | > avg_loss_disc_real_3: 0.27717240498616147 (+0.06189058262568256) | > avg_loss_disc_real_4: 0.2321425318144835 (+0.024489493037645638) | > avg_loss_disc_real_5: 0.2347648315704786 (+0.013384347924819351) | > avg_loss_0: 2.403267053457407 (+0.04012973491962146) | > avg_loss_gen: 2.45357476747953 (+0.10873631330636835) | > avg_loss_kl: 2.9958815574645996 (-0.07839977741241455) | > avg_loss_feat: 6.766514924856333 (-0.04929018020629883) | > avg_loss_mel: 16.895878131573017 (-0.39450733478252786) | > avg_loss_duration: 2.3544856768388014 (-0.014591473799485666) | > avg_loss_1: 31.466334563035232 (-0.4280529022216797)  > EPOCH: 885/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:27:40)   --> TIME: 2024-06-12 06:27:50 -- STEP: 24/330 -- GLOBAL_STEP: 380075 | > loss_disc: 2.3619589805603027 (2.2937494119008384) | > loss_disc_real_0: 0.1180715411901474 (0.10231543456514676) | > loss_disc_real_1: 0.1827688068151474 (0.19597764313220978) | > loss_disc_real_2: 0.2028476595878601 (0.20401148746411005) | > loss_disc_real_3: 0.23420803248882294 (0.2243433135251204) | > loss_disc_real_4: 0.24121952056884766 (0.22739639319479465) | > loss_disc_real_5: 0.22634093463420868 (0.21697175626953444) | > loss_0: 2.3619589805603027 (2.2937494119008384) | > grad_norm_0: tensor(7.0874, device='cuda:0') (tensor(10.1050, device='cuda:0')) | > loss_gen: 2.4806370735168457 (2.5285847882429757) | > loss_kl: 1.8398287296295166 (1.905365099509557) | > loss_feat: 7.154240131378174 (7.001406788825989) | > loss_mel: 16.851503372192383 (17.27144503593445) | > loss_duration: 1.9569259881973267 (2.0312166263659797) | > loss_1: 30.28313636779785 (30.73801835378011) | > grad_norm_1: tensor(118.9623, device='cuda:0') (tensor(120.1519, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3773 (0.37526631355285645) | > loader_time: 0.0036 (0.003326664368311564)  --> TIME: 2024-06-12 06:28:00 -- STEP: 49/330 -- GLOBAL_STEP: 380100 | > loss_disc: 2.4192802906036377 (2.335447515760149) | > loss_disc_real_0: 0.1154167652130127 (0.10562111711015507) | > loss_disc_real_1: 0.19216947257518768 (0.19771738867370448) | > loss_disc_real_2: 0.2236497551202774 (0.20831064484557327) | > loss_disc_real_3: 0.22870953381061554 (0.22839567916733877) | > loss_disc_real_4: 0.2388887107372284 (0.2317183738460346) | > loss_disc_real_5: 0.20639526844024658 (0.21670948060191408) | > loss_0: 2.4192802906036377 (2.335447515760149) | > grad_norm_0: tensor(11.2653, device='cuda:0') (tensor(10.5646, device='cuda:0')) | > loss_gen: 2.245840549468994 (2.510551009859357) | > loss_kl: 1.932166576385498 (1.949404628909364) | > loss_feat: 7.207009315490723 (7.048318386077881) | > loss_mel: 17.921125411987305 (17.308036453869878) | > loss_duration: 1.8900529146194458 (1.992275624859089) | > loss_1: 31.19619369506836 (30.808585925978058) | > grad_norm_1: tensor(123.9751, device='cuda:0') (tensor(114.9625, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3635 (0.3678363975213498) | > loader_time: 0.0032 (0.00331111343539491)  --> TIME: 2024-06-12 06:28:09 -- STEP: 74/330 -- GLOBAL_STEP: 380125 | > loss_disc: 2.4034063816070557 (2.3382211085912346) | > loss_disc_real_0: 0.08543048799037933 (0.10617354089343868) | > loss_disc_real_1: 0.20229491591453552 (0.19539826967426246) | > loss_disc_real_2: 0.1941526085138321 (0.2067413011918197) | > loss_disc_real_3: 0.24733884632587433 (0.22903371481476603) | > loss_disc_real_4: 0.24812862277030945 (0.23287424928433187) | > loss_disc_real_5: 0.24910441040992737 (0.22043248588168943) | > loss_0: 2.4034063816070557 (2.3382211085912346) | > grad_norm_0: tensor(6.0955, device='cuda:0') (tensor(9.5587, device='cuda:0')) | > loss_gen: 2.5550379753112793 (2.498893776455441) | > loss_kl: 2.110767126083374 (1.9752548562513816) | > loss_feat: 6.896023750305176 (7.029125548697807) | > loss_mel: 17.392826080322266 (17.31605913832381) | > loss_duration: 1.9036202430725098 (1.9803937431928267) | > loss_1: 30.858274459838867 (30.799726821280814) | > grad_norm_1: tensor(80.9733, device='cuda:0') (tensor(105.5504, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3755 (0.3670392713031253) | > loader_time: 0.0033 (0.0033365262521279824)  --> TIME: 2024-06-12 06:28:18 -- STEP: 99/330 -- GLOBAL_STEP: 380150 | > loss_disc: 2.371746063232422 (2.3484828640716238) | > loss_disc_real_0: 0.11725056171417236 (0.10849408436604219) | > loss_disc_real_1: 0.22685164213180542 (0.19643600029174726) | > loss_disc_real_2: 0.16851238906383514 (0.20875500488762905) | > loss_disc_real_3: 0.22964692115783691 (0.22980940387104498) | > loss_disc_real_4: 0.24222047626972198 (0.23267364757831652) | > loss_disc_real_5: 0.24028445780277252 (0.22143299200318076) | > loss_0: 2.371746063232422 (2.3484828640716238) | > grad_norm_0: tensor(8.8050, device='cuda:0') (tensor(9.4222, device='cuda:0')) | > loss_gen: 2.449079751968384 (2.495331489678584) | > loss_kl: 2.0786523818969727 (1.9831995687099417) | > loss_feat: 7.025927543640137 (7.003551044849434) | > loss_mel: 17.324235916137695 (17.28028168341126) | > loss_duration: 1.9937939643859863 (1.9807253546184957) | > loss_1: 30.871688842773438 (30.743088924523555) | > grad_norm_1: tensor(101.2703, device='cuda:0') (tensor(104.7434, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3909 (0.36826895704173074) | > loader_time: 0.0043 (0.0034769592863140683)  --> TIME: 2024-06-12 06:28:28 -- STEP: 124/330 -- GLOBAL_STEP: 380175 | > loss_disc: 2.3464672565460205 (2.357259356206464) | > loss_disc_real_0: 0.09175968170166016 (0.11039306812228694) | > loss_disc_real_1: 0.1614805907011032 (0.197108399964148) | > loss_disc_real_2: 0.20838682353496552 (0.2089395198610521) | > loss_disc_real_3: 0.22493737936019897 (0.22956067395787086) | > loss_disc_real_4: 0.2105083018541336 (0.23224049542219408) | > loss_disc_real_5: 0.21678175032138824 (0.22236859329765843) | > loss_0: 2.3464672565460205 (2.357259356206464) | > grad_norm_0: tensor(6.8558, device='cuda:0') (tensor(9.3070, device='cuda:0')) | > loss_gen: 2.55387282371521 (2.485336776702634) | > loss_kl: 2.015786647796631 (1.9923151606513607) | > loss_feat: 6.867276668548584 (6.969328911073746) | > loss_mel: 17.256162643432617 (17.27576811851993) | > loss_duration: 1.9890307188034058 (1.98465897863911) | > loss_1: 30.68212890625 (30.707407736009166) | > grad_norm_1: tensor(79.3036, device='cuda:0') (tensor(103.0742, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3816 (0.37130987259649456) | > loader_time: 0.004 (0.0036301516717480073)  --> TIME: 2024-06-12 06:28:38 -- STEP: 149/330 -- GLOBAL_STEP: 380200 | > loss_disc: 2.394531488418579 (2.3674687107137387) | > loss_disc_real_0: 0.10187023878097534 (0.11411047781873869) | > loss_disc_real_1: 0.22213803231716156 (0.19752643172372908) | > loss_disc_real_2: 0.1786147952079773 (0.21007282771920197) | > loss_disc_real_3: 0.23750418424606323 (0.2294845944082977) | > loss_disc_real_4: 0.21788138151168823 (0.23244521641891275) | > loss_disc_real_5: 0.22475849092006683 (0.2231764113343002) | > loss_0: 2.394531488418579 (2.3674687107137387) | > grad_norm_0: tensor(19.6136, device='cuda:0') (tensor(9.7559, device='cuda:0')) | > loss_gen: 2.4008843898773193 (2.4784644370111035) | > loss_kl: 1.9759119749069214 (2.0045135325233407) | > loss_feat: 6.486161708831787 (6.946611698841888) | > loss_mel: 17.459228515625 (17.24741825001351) | > loss_duration: 2.02150297164917 (1.9890027934272814) | > loss_1: 30.343690872192383 (30.666010504600987) | > grad_norm_1: tensor(276.8851, device='cuda:0') (tensor(111.8537, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3896 (0.3743130840711145) | > loader_time: 0.0042 (0.003801667450258396)  --> TIME: 2024-06-12 06:28:48 -- STEP: 174/330 -- GLOBAL_STEP: 380225 | > loss_disc: 2.4081127643585205 (2.369211153052319) | > loss_disc_real_0: 0.14499682188034058 (0.11618407301861665) | > loss_disc_real_1: 0.16116134822368622 (0.1969746096894659) | > loss_disc_real_2: 0.2525584399700165 (0.21103966775639305) | > loss_disc_real_3: 0.23460891842842102 (0.22909214810050768) | > loss_disc_real_4: 0.24364431202411652 (0.23266094469133464) | > loss_disc_real_5: 0.20917367935180664 (0.22301109546217426) | > loss_0: 2.4081127643585205 (2.369211153052319) | > grad_norm_0: tensor(16.3057, device='cuda:0') (tensor(10.5425, device='cuda:0')) | > loss_gen: 2.4578888416290283 (2.4780620596874705) | > loss_kl: 1.9086902141571045 (2.0089181990459046) | > loss_feat: 6.860184192657471 (6.955596161984849) | > loss_mel: 17.66431999206543 (17.244650122763097) | > loss_duration: 2.1119937896728516 (1.9948824541322112) | > loss_1: 31.003076553344727 (30.682108824280487) | > grad_norm_1: tensor(239.8349, device='cuda:0') (tensor(129.0226, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3915 (0.37627216180165607) | > loader_time: 0.0052 (0.003909738584496509)  --> TIME: 2024-06-12 06:28:58 -- STEP: 199/330 -- GLOBAL_STEP: 380250 | > loss_disc: 2.409733772277832 (2.3724079467543406) | > loss_disc_real_0: 0.154261976480484 (0.11713912817251743) | > loss_disc_real_1: 0.1932784914970398 (0.19642689816616288) | > loss_disc_real_2: 0.2354762852191925 (0.2116445069337011) | > loss_disc_real_3: 0.2562379240989685 (0.22953104343845618) | > loss_disc_real_4: 0.22557254135608673 (0.23234405709271455) | > loss_disc_real_5: 0.2066604048013687 (0.2232478213070625) | > loss_0: 2.409733772277832 (2.3724079467543406) | > grad_norm_0: tensor(22.4567, device='cuda:0') (tensor(11.5182, device='cuda:0')) | > loss_gen: 2.491018772125244 (2.4757706867390548) | > loss_kl: 2.0211825370788574 (2.0176946463896415) | > loss_feat: 6.866839408874512 (6.950379409981732) | > loss_mel: 17.041038513183594 (17.19422591990562) | > loss_duration: 2.1194024085998535 (2.003631161085925) | > loss_1: 30.539480209350586 (30.641701703095556) | > grad_norm_1: tensor(182.8208, device='cuda:0') (tensor(150.5740, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3963 (0.37842446955005127) | > loader_time: 0.0048 (0.004045875827271733)  --> TIME: 2024-06-12 06:29:08 -- STEP: 224/330 -- GLOBAL_STEP: 380275 | > loss_disc: 2.1807806491851807 (2.370431026177747) | > loss_disc_real_0: 0.0964382216334343 (0.11757080173785132) | > loss_disc_real_1: 0.18688516318798065 (0.19667523926390068) | > loss_disc_real_2: 0.20223116874694824 (0.21115775858717306) | > loss_disc_real_3: 0.2018488645553589 (0.22924348532355257) | > loss_disc_real_4: 0.21417811512947083 (0.23233729554340243) | > loss_disc_real_5: 0.1879599392414093 (0.22257634837712562) | > loss_0: 2.1807806491851807 (2.370431026177747) | > grad_norm_0: tensor(24.7437, device='cuda:0') (tensor(13.2510, device='cuda:0')) | > loss_gen: 2.7525882720947266 (2.478220608617579) | > loss_kl: 2.1503679752349854 (2.0240266158112465) | > loss_feat: 8.753347396850586 (6.960529776556151) | > loss_mel: 17.625568389892578 (17.142190835305627) | > loss_duration: 2.1112985610961914 (2.0115323636148665) | > loss_1: 33.39316940307617 (30.616500122206553) | > grad_norm_1: tensor(508.4508, device='cuda:0') (tensor(173.3540, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.3995 (0.3806163434471403) | > loader_time: 0.0048 (0.004180174853120532)  --> TIME: 2024-06-12 06:29:19 -- STEP: 249/330 -- GLOBAL_STEP: 380300 | > loss_disc: 2.347574234008789 (2.3663845943159845) | > loss_disc_real_0: 0.1441805064678192 (0.11707592282788341) | > loss_disc_real_1: 0.1960456818342209 (0.1966613210348719) | > loss_disc_real_2: 0.21282275021076202 (0.2116389269211206) | > loss_disc_real_3: 0.21978043019771576 (0.22958368296364703) | > loss_disc_real_4: 0.20854471623897552 (0.23141367673634525) | > loss_disc_real_5: 0.18566328287124634 (0.2215882286010497) | > loss_0: 2.347574234008789 (2.3663845943159845) | > grad_norm_0: tensor(8.3868, device='cuda:0') (tensor(14.5210, device='cuda:0')) | > loss_gen: 2.4914371967315674 (2.487834551248206) | > loss_kl: 2.231719493865967 (2.031363503999978) | > loss_feat: 6.469726085662842 (6.989067730654674) | > loss_mel: 16.467121124267578 (17.105467160542805) | > loss_duration: 2.10780668258667 (2.020430508866367) | > loss_1: 29.767812728881836 (30.634163362434112) | > grad_norm_1: tensor(554.2266, device='cuda:0') (tensor(195.2521, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.4128 (0.3841064627390789) | > loader_time: 0.0059 (0.004318978413041817)  --> TIME: 2024-06-12 06:29:30 -- STEP: 274/330 -- GLOBAL_STEP: 380325 | > loss_disc: 2.4090588092803955 (2.3670426937785463) | > loss_disc_real_0: 0.15609264373779297 (0.11847998279343991) | > loss_disc_real_1: 0.14533227682113647 (0.19676534592235176) | > loss_disc_real_2: 0.19024333357810974 (0.21124035549642395) | > loss_disc_real_3: 0.24111884832382202 (0.23014932370533903) | > loss_disc_real_4: 0.25353699922561646 (0.23177745514107448) | > loss_disc_real_5: 0.24823205173015594 (0.22082985399195745) | > loss_0: 2.4090588092803955 (2.3670426937785463) | > grad_norm_0: tensor(39.8831, device='cuda:0') (tensor(16.6050, device='cuda:0')) | > loss_gen: 2.444701671600342 (2.4939946884656483) | > loss_kl: 2.094907283782959 (2.0332006115983003) | > loss_feat: 7.4098801612854 (7.002191470487275) | > loss_mel: 16.392854690551758 (17.04533477073168) | > loss_duration: 2.123960018157959 (2.0293297441336358) | > loss_1: 30.466304779052734 (30.604051186220488) | > grad_norm_1: tensor(203.5357, device='cuda:0') (tensor(221.9120, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.4537 (0.3889965149607972) | > loader_time: 0.0059 (0.004469077082446023)  --> TIME: 2024-06-12 06:29:42 -- STEP: 299/330 -- GLOBAL_STEP: 380350 | > loss_disc: 2.395569324493408 (2.369798838095522) | > loss_disc_real_0: 0.17664834856987 (0.11990872976124087) | > loss_disc_real_1: 0.1644851118326187 (0.19672823036992831) | > loss_disc_real_2: 0.1866569221019745 (0.2111647929435589) | > loss_disc_real_3: 0.23885823786258698 (0.22997873453392229) | > loss_disc_real_4: 0.22797241806983948 (0.2319465473443768) | > loss_disc_real_5: 0.2333136796951294 (0.2205092428519973) | > loss_0: 2.395569324493408 (2.369798838095522) | > grad_norm_0: tensor(37.4607, device='cuda:0') (tensor(18.4958, device='cuda:0')) | > loss_gen: 2.4869117736816406 (2.4940583442764543) | > loss_kl: 1.9202995300292969 (2.0353733556326414) | > loss_feat: 7.069940090179443 (7.006998432121151) | > loss_mel: 17.040081024169922 (16.996610612773576) | > loss_duration: 2.203671932220459 (2.04006403624812) | > loss_1: 30.720905303955078 (30.573104686162942) | > grad_norm_1: tensor(414.4586, device='cuda:0') (tensor(246.0142, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.4781 (0.3950695010730654) | > loader_time: 0.0065 (0.004629034661130363)  --> TIME: 2024-06-12 06:29:56 -- STEP: 324/330 -- GLOBAL_STEP: 380375 | > loss_disc: 2.6117544174194336 (2.373799915666934) | > loss_disc_real_0: 0.19840402901172638 (0.12126894581511065) | > loss_disc_real_1: 0.23955640196800232 (0.19751055952575472) | > loss_disc_real_2: 0.20071376860141754 (0.21142029780664562) | > loss_disc_real_3: 0.2866283059120178 (0.23028963666271277) | > loss_disc_real_4: 0.27748462557792664 (0.23241873499419954) | > loss_disc_real_5: 0.31685906648635864 (0.22092233257897106) | > loss_0: 2.6117544174194336 (2.373799915666934) | > grad_norm_0: tensor(31.1838, device='cuda:0') (tensor(19.7371, device='cuda:0')) | > loss_gen: 2.189150810241699 (2.494496608957834) | > loss_kl: 2.222698211669922 (2.040558987193637) | > loss_feat: 7.954782485961914 (7.061117821269566) | > loss_mel: 16.073528289794922 (16.949217914063244) | > loss_duration: 2.257411003112793 (2.0547317549770274) | > loss_1: 30.69757080078125 (30.60012299337505) | > grad_norm_1: tensor(214.5785, device='cuda:0') (tensor(262.9139, device='cuda:0')) | > current_lr_0: 0.00017905364468307286 | > current_lr_1: 0.00017905364468307286 | > step_time: 0.6187 (0.40644850333531696) | > loader_time: 0.0095 (0.004891314624268331)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.710510492324829 (2.710510492324829) | > loss_disc_real_0: 0.17649289965629578 (0.17649289965629578) | > loss_disc_real_1: 0.18104007840156555 (0.18104007840156555) | > loss_disc_real_2: 0.26096615195274353 (0.26096615195274353) | > loss_disc_real_3: 0.2807365655899048 (0.2807365655899048) | > loss_disc_real_4: 0.30862486362457275 (0.30862486362457275) | > loss_disc_real_5: 0.3308154344558716 (0.3308154344558716) | > loss_0: 2.710510492324829 (2.710510492324829) | > loss_gen: 2.090542793273926 (2.090542793273926) | > loss_kl: 2.849402666091919 (2.849402666091919) | > loss_feat: 3.4789934158325195 (3.4789934158325195) | > loss_mel: 14.344975471496582 (14.344975471496582) | > loss_duration: 3.046753168106079 (3.046753168106079) | > loss_1: 25.810665130615234 (25.810665130615234)  --> STEP: 1 | > loss_disc: 2.192089319229126 (2.192089319229126) | > loss_disc_real_0: 0.0458429679274559 (0.0458429679274559) | > loss_disc_real_1: 0.166707381606102 (0.166707381606102) | > loss_disc_real_2: 0.31187736988067627 (0.31187736988067627) | > loss_disc_real_3: 0.27977070212364197 (0.27977070212364197) | > loss_disc_real_4: 0.218936488032341 (0.218936488032341) | > loss_disc_real_5: 0.13345804810523987 (0.13345804810523987) | > loss_0: 2.192089319229126 (2.192089319229126) | > loss_gen: 2.507498264312744 (2.507498264312744) | > loss_kl: 2.784872531890869 (2.784872531890869) | > loss_feat: 6.960982799530029 (6.960982799530029) | > loss_mel: 18.44562530517578 (18.44562530517578) | > loss_duration: 2.502197027206421 (2.502197027206421) | > loss_1: 33.201175689697266 (33.201175689697266)  --> STEP: 2 | > loss_disc: 2.3655953407287598 (2.278842329978943) | > loss_disc_real_0: 0.09604434669017792 (0.07094365730881691) | > loss_disc_real_1: 0.21903839707374573 (0.19287288933992386) | > loss_disc_real_2: 0.2689576745033264 (0.29041752219200134) | > loss_disc_real_3: 0.3226779103279114 (0.3012243062257767) | > loss_disc_real_4: 0.22722746431827545 (0.22308197617530823) | > loss_disc_real_5: 0.25281769037246704 (0.19313786923885345) | > loss_0: 2.3655953407287598 (2.278842329978943) | > loss_gen: 2.6391618251800537 (2.573330044746399) | > loss_kl: 2.6589717864990234 (2.7219221591949463) | > loss_feat: 5.706226348876953 (6.333604574203491) | > loss_mel: 18.860830307006836 (18.65322780609131) | > loss_duration: 2.5200657844543457 (2.5111314058303833) | > loss_1: 32.385257720947266 (32.793216705322266)  --> STEP: 3 | > loss_disc: 2.4825692176818848 (2.3467512925465903) | > loss_disc_real_0: 0.09832306206226349 (0.08007012555996577) | > loss_disc_real_1: 0.1931222677230835 (0.19295601546764374) | > loss_disc_real_2: 0.26842591166496277 (0.28308698534965515) | > loss_disc_real_3: 0.2715323865413666 (0.29132699966430664) | > loss_disc_real_4: 0.2261214256286621 (0.22409512599309286) | > loss_disc_real_5: 0.26478174328804016 (0.21701916058858237) | > loss_0: 2.4825692176818848 (2.3467512925465903) | > loss_gen: 2.4617817401885986 (2.5361472765604653) | > loss_kl: 2.8897414207458496 (2.7778619130452475) | > loss_feat: 5.971487522125244 (6.212898890177409) | > loss_mel: 16.11825180053711 (17.80823580423991) | > loss_duration: 2.343057870864868 (2.4551068941752114) | > loss_1: 29.784320831298828 (31.79025141398112)  --> STEP: 4 | > loss_disc: 2.4861955642700195 (2.3816123604774475) | > loss_disc_real_0: 0.08244568109512329 (0.08066401444375515) | > loss_disc_real_1: 0.1486821323633194 (0.18188754469156265) | > loss_disc_real_2: 0.3487532138824463 (0.29950354248285294) | > loss_disc_real_3: 0.29361018538475037 (0.29189779609441757) | > loss_disc_real_4: 0.20467828214168549 (0.219240915030241) | > loss_disc_real_5: 0.3456513285636902 (0.24917720258235931) | > loss_0: 2.4861955642700195 (2.3816123604774475) | > loss_gen: 2.4806084632873535 (2.5222625732421875) | > loss_kl: 3.610570192337036 (2.9860389828681946) | > loss_feat: 8.664271354675293 (6.82574200630188) | > loss_mel: 18.6545352935791 (18.019810676574707) | > loss_duration: 2.4306328296661377 (2.448988378047943) | > loss_1: 35.84061813354492 (32.80284309387207)  --> STEP: 5 | > loss_disc: 2.495433807373047 (2.4043766498565673) | > loss_disc_real_0: 0.18866762518882751 (0.10226473659276962) | > loss_disc_real_1: 0.1779659539461136 (0.18110322654247285) | > loss_disc_real_2: 0.29557478427886963 (0.2987177908420563) | > loss_disc_real_3: 0.3061695694923401 (0.2947521507740021) | > loss_disc_real_4: 0.31017690896987915 (0.23742811381816864) | > loss_disc_real_5: 0.23953866958618164 (0.2472494959831238) | > loss_0: 2.495433807373047 (2.4043766498565673) | > loss_gen: 2.5646164417266846 (2.530733346939087) | > loss_kl: 2.6625897884368896 (2.9213491439819337) | > loss_feat: 5.379197597503662 (6.536433124542237) | > loss_mel: 19.50185775756836 (18.316220092773438) | > loss_duration: 2.3843860626220703 (2.4360679149627686) | > loss_1: 32.492645263671875 (32.74080352783203)  --> STEP: 6 | > loss_disc: 2.7229533195495605 (2.4574727614720664) | > loss_disc_real_0: 0.14072546362876892 (0.10867485776543617) | > loss_disc_real_1: 0.16267280280590057 (0.17803148925304413) | > loss_disc_real_2: 0.4050898849964142 (0.3164464732011159) | > loss_disc_real_3: 0.313461035490036 (0.2978702982266744) | > loss_disc_real_4: 0.280119925737381 (0.24454341580470404) | > loss_disc_real_5: 0.2763030529022217 (0.2520917554696401) | > loss_0: 2.7229533195495605 (2.4574727614720664) | > loss_gen: 2.295224666595459 (2.491481900215149) | > loss_kl: 2.6843998432159424 (2.8818575938542685) | > loss_feat: 5.95456600189209 (6.439455270767212) | > loss_mel: 17.483793258666992 (18.17748228708903) | > loss_duration: 2.249476671218872 (2.4049693743387857) | > loss_1: 30.667461395263672 (32.395246505737305)  --> STEP: 7 | > loss_disc: 2.2302370071411133 (2.4250105108533586) | > loss_disc_real_0: 0.12133719027042389 (0.11048376240900584) | > loss_disc_real_1: 0.2021452635526657 (0.18147631415299006) | > loss_disc_real_2: 0.2768629491329193 (0.3107916840485164) | > loss_disc_real_3: 0.26209205389022827 (0.29275912046432495) | > loss_disc_real_4: 0.21906372904777527 (0.2409034605537142) | > loss_disc_real_5: 0.25651317834854126 (0.2527233873094831) | > loss_0: 2.2302370071411133 (2.4250105108533586) | > loss_gen: 2.707810640335083 (2.522386005946568) | > loss_kl: 4.450981616973877 (3.106018168585641) | > loss_feat: 6.867086887359619 (6.500545501708984) | > loss_mel: 17.61619758605957 (18.097298758370535) | > loss_duration: 2.5514352321624756 (2.4258930683135986) | > loss_1: 34.193511962890625 (32.65214157104492)  --> STEP: 8 | > loss_disc: 2.396378755569458 (2.421431541442871) | > loss_disc_real_0: 0.15559469163417816 (0.11612262856215239) | > loss_disc_real_1: 0.13053780794143677 (0.1751090008765459) | > loss_disc_real_2: 0.22456195950508118 (0.300012968480587) | > loss_disc_real_3: 0.22848252952098846 (0.2847245465964079) | > loss_disc_real_4: 0.18184255063533783 (0.23352084681391716) | > loss_disc_real_5: 0.20853321254253387 (0.24719961546361446) | > loss_0: 2.396378755569458 (2.421431541442871) | > loss_gen: 2.2259316444396973 (2.4853292107582092) | > loss_kl: 3.5002188682556152 (3.155293256044388) | > loss_feat: 9.292550086975098 (6.8495460748672485) | > loss_mel: 15.164953231811523 (17.73075556755066) | > loss_duration: 2.300088882446289 (2.410167545080185) | > loss_1: 32.483741760253906 (32.631091594696045)  --> STEP: 9 | > loss_disc: 2.556999683380127 (2.4364946683247886) | > loss_disc_real_0: 0.1596352607011795 (0.12095736546648873) | > loss_disc_real_1: 0.2239641547203064 (0.1805373513036304) | > loss_disc_real_2: 0.31230053305625916 (0.3013782534334395) | > loss_disc_real_3: 0.30079907178878784 (0.2865106049511168) | > loss_disc_real_4: 0.21734118461608887 (0.231723106569714) | > loss_disc_real_5: 0.28478336334228516 (0.25137558745013344) | > loss_0: 2.556999683380127 (2.4364946683247886) | > loss_gen: 2.4660637378692627 (2.483188602659437) | > loss_kl: 2.4778549671173096 (3.0800223350524902) | > loss_feat: 6.759044647216797 (6.839490360683865) | > loss_mel: 18.483755111694336 (17.814422183566624) | > loss_duration: 2.23172926902771 (2.3903410699632435) | > loss_1: 32.4184455871582 (32.60746426052518)  --> STEP: 10 | > loss_disc: 2.629504680633545 (2.455795669555664) | > loss_disc_real_0: 0.13894271850585938 (0.1227559007704258) | > loss_disc_real_1: 0.19327068328857422 (0.1818106845021248) | > loss_disc_real_2: 0.36521947383880615 (0.3077623754739761) | > loss_disc_real_3: 0.37597352266311646 (0.29545689672231673) | > loss_disc_real_4: 0.30689331889152527 (0.23924012780189513) | > loss_disc_real_5: 0.287893146276474 (0.2550273433327675) | > loss_0: 2.629504680633545 (2.455795669555664) | > loss_gen: 2.6127119064331055 (2.4961409330368043) | > loss_kl: 3.200352907180786 (3.09205539226532) | > loss_feat: 6.476564407348633 (6.803197765350342) | > loss_mel: 15.929960250854492 (17.62597599029541) | > loss_duration: 2.3836607933044434 (2.389673042297363) | > loss_1: 30.60325050354004 (32.40704288482666)  --> STEP: 11 | > loss_disc: 2.3860414028167725 (2.4494543725794014) | > loss_disc_real_0: 0.06772060692310333 (0.11775269223885103) | > loss_disc_real_1: 0.1845492571592331 (0.182059645652771) | > loss_disc_real_2: 0.35677382349967957 (0.312217961658131) | > loss_disc_real_3: 0.30523812770843506 (0.2963460995392366) | > loss_disc_real_4: 0.2480967491865158 (0.240045275200497) | > loss_disc_real_5: 0.34324076771736145 (0.26304674554954877) | > loss_0: 2.3860414028167725 (2.4494543725794014) | > loss_gen: 2.8338468074798584 (2.526841467077082) | > loss_kl: 4.026887893676758 (3.1770401651209053) | > loss_feat: 5.963857650756836 (6.726894118569114) | > loss_mel: 17.580018997192383 (17.6217980818315) | > loss_duration: 2.554063320159912 (2.4046176130121406) | > loss_1: 32.958675384521484 (32.45719129388983)  --> STEP: 12 | > loss_disc: 2.2858705520629883 (2.435822387536367) | > loss_disc_real_0: 0.06938785314559937 (0.11372228898108006) | > loss_disc_real_1: 0.13433758914470673 (0.1780828076104323) | > loss_disc_real_2: 0.31743720173835754 (0.3126528983314832) | > loss_disc_real_3: 0.33266377449035645 (0.2993725724518299) | > loss_disc_real_4: 0.1824488788843155 (0.2352455755074819) | > loss_disc_real_5: 0.19214506447315216 (0.2571382721265157) | > loss_0: 2.2858705520629883 (2.435822387536367) | > loss_gen: 2.5501091480255127 (2.528780440489451) | > loss_kl: 2.304469585418701 (3.1043259501457214) | > loss_feat: 6.059027194976807 (6.671238541603088) | > loss_mel: 17.274341583251953 (17.592843373616535) | > loss_duration: 2.2904398441314697 (2.395102798938751) | > loss_1: 30.4783878326416 (32.292291005452476)  --> STEP: 13 | > loss_disc: 2.797607898712158 (2.463652042242197) | > loss_disc_real_0: 0.17484541237354279 (0.11842406770357719) | > loss_disc_real_1: 0.20495890080928802 (0.18015019939495966) | > loss_disc_real_2: 0.3124748170375824 (0.31263919977041393) | > loss_disc_real_3: 0.3046078085899353 (0.29977528292399186) | > loss_disc_real_4: 0.2472238540649414 (0.2361669815503634) | > loss_disc_real_5: 0.2725194990634918 (0.25832144342936003) | > loss_0: 2.797607898712158 (2.463652042242197) | > loss_gen: 2.079052686691284 (2.494185997889592) | > loss_kl: 3.004168748855591 (3.0966215500464807) | > loss_feat: 3.817078113555908 (6.451687739445613) | > loss_mel: 11.701205253601074 (17.139640441307655) | > loss_duration: 2.201721668243408 (2.3802273273468018) | > loss_1: 22.803226470947266 (31.56236296433669)  --> STEP: 14 | > loss_disc: 2.5137815475463867 (2.467232721192496) | > loss_disc_real_0: 0.11365444213151932 (0.11808338016271591) | > loss_disc_real_1: 0.13786280155181885 (0.17712967097759247) | > loss_disc_real_2: 0.2888369858264923 (0.3109390416315624) | > loss_disc_real_3: 0.25269296765327454 (0.2964122604046549) | > loss_disc_real_4: 0.28409892320632935 (0.2395906916686467) | > loss_disc_real_5: 0.2860583961009979 (0.260302654334477) | > loss_0: 2.5137815475463867 (2.467232721192496) | > loss_gen: 2.396411180496216 (2.487202082361494) | > loss_kl: 3.7707252502441406 (3.1447718143463135) | > loss_feat: 7.05157470703125 (6.494536808558872) | > loss_mel: 17.810686111450195 (17.187572274889266) | > loss_duration: 2.416456699371338 (2.3828151396342685) | > loss_1: 33.44585418701172 (31.69689805167062)  --> STEP: 15 | > loss_disc: 2.73991060256958 (2.4854112466176352) | > loss_disc_real_0: 0.14875921607017517 (0.12012843588987986) | > loss_disc_real_1: 0.17698834836483002 (0.17712024947007496) | > loss_disc_real_2: 0.27427008748054504 (0.30849444468816123) | > loss_disc_real_3: 0.3750285804271698 (0.30165334840615593) | > loss_disc_real_4: 0.27184897661209106 (0.24174124399820965) | > loss_disc_real_5: 0.32945123314857483 (0.2649125595887502) | > loss_0: 2.73991060256958 (2.4854112466176352) | > loss_gen: 2.3293628692626953 (2.476679468154907) | > loss_kl: 3.5715653896331787 (3.1732247193654377) | > loss_feat: 7.073260307312012 (6.533118375142416) | > loss_mel: 17.790678024291992 (17.227779324849447) | > loss_duration: 2.441956043243408 (2.3867578665415445) | > loss_1: 33.206825256347656 (31.797559865315755)  --> STEP: 16 | > loss_disc: 2.777313709259033 (2.5036551505327225) | > loss_disc_real_0: 0.21048662066459656 (0.12577582243829966) | > loss_disc_real_1: 0.1739908903837204 (0.1769246645271778) | > loss_disc_real_2: 0.4065903425216675 (0.31462543830275536) | > loss_disc_real_3: 0.27471816539764404 (0.2999698994681239) | > loss_disc_real_4: 0.2757624387741089 (0.24386756867170334) | > loss_disc_real_5: 0.26325228810310364 (0.2648087926208973) | > loss_0: 2.777313709259033 (2.5036551505327225) | > loss_gen: 2.2740249633789062 (2.464013561606407) | > loss_kl: 3.206228733062744 (3.1752874702215195) | > loss_feat: 6.38151216506958 (6.523642987012863) | > loss_mel: 15.5675048828125 (17.124012172222137) | > loss_duration: 2.4529106616973877 (2.390892416238785) | > loss_1: 29.882183074951172 (31.67784881591797)  --> STEP: 17 | > loss_disc: 2.7197651863098145 (2.5163675055784336) | > loss_disc_real_0: 0.16171205043792725 (0.12788971820298364) | > loss_disc_real_1: 0.2107100784778595 (0.17891204181839437) | > loss_disc_real_2: 0.34054723381996155 (0.3161502498037675) | > loss_disc_real_3: 0.28391391038894653 (0.29902542952228994) | > loss_disc_real_4: 0.225402370095253 (0.24278138052014744) | > loss_disc_real_5: 0.340027779340744 (0.26923343889853535) | > loss_0: 2.7197651863098145 (2.5163675055784336) | > loss_gen: 2.4119768142700195 (2.460952576468973) | > loss_kl: 2.6989002227783203 (3.1472646909601547) | > loss_feat: 6.912219524383545 (6.546500430387609) | > loss_mel: 17.71338653564453 (17.158681252423456) | > loss_duration: 2.4594199657440186 (2.394923448562622) | > loss_1: 32.19590377807617 (31.708322637221393)  --> STEP: 18 | > loss_disc: 2.339493751525879 (2.5065411859088473) | > loss_disc_real_0: 0.0742817372083664 (0.12491149703661601) | > loss_disc_real_1: 0.18700195848941803 (0.17936148163345125) | > loss_disc_real_2: 0.3186282813549042 (0.31628791822327507) | > loss_disc_real_3: 0.27088892459869385 (0.29746229035986793) | > loss_disc_real_4: 0.19451037049293518 (0.24009965774085787) | > loss_disc_real_5: 0.2433696687221527 (0.2677965627776252) | > loss_0: 2.339493751525879 (2.5065411859088473) | > loss_gen: 2.4934349060058594 (2.462757150332133) | > loss_kl: 3.3361597061157227 (3.1577588584687977) | > loss_feat: 7.8861894607543945 (6.62092759874132) | > loss_mel: 20.046207427978516 (17.319099373287624) | > loss_duration: 2.3098597526550293 (2.390197687678867) | > loss_1: 36.07185363769531 (31.950741026136612)  --> STEP: 19 | > loss_disc: 2.675490617752075 (2.5154332612690173) | > loss_disc_real_0: 0.14406077563762665 (0.12591935380509026) | > loss_disc_real_1: 0.1577739715576172 (0.17822529689261787) | > loss_disc_real_2: 0.27555400133132935 (0.3141440278605411) | > loss_disc_real_3: 0.309431254863739 (0.29809223586007166) | > loss_disc_real_4: 0.2882126569747925 (0.24263192085843338) | > loss_disc_real_5: 0.3527946472167969 (0.27227014616916057) | > loss_0: 2.675490617752075 (2.5154332612690173) | > loss_gen: 2.24442458152771 (2.451265962500321) | > loss_kl: 2.613412380218506 (3.1291090438240454) | > loss_feat: 4.47721529006958 (6.508100635127017) | > loss_mel: 16.324481964111328 (17.266751088594134) | > loss_duration: 2.3521766662597656 (2.388196581288388) | > loss_1: 28.01171112060547 (31.743423662687604)  --> STEP: 20 | > loss_disc: 2.4519824981689453 (2.5122607231140135) | > loss_disc_real_0: 0.11033736169338226 (0.12514025419950486) | > loss_disc_real_1: 0.20282132923603058 (0.17945509850978852) | > loss_disc_real_2: 0.3103220462799072 (0.3139529287815094) | > loss_disc_real_3: 0.27681148052215576 (0.2970281980931759) | > loss_disc_real_4: 0.284049391746521 (0.24470279440283776) | > loss_disc_real_5: 0.2550244927406311 (0.27140786349773405) | > loss_0: 2.4519824981689453 (2.5122607231140135) | > loss_gen: 2.5454893112182617 (2.455977129936218) | > loss_kl: 2.2142486572265625 (3.083366024494171) | > loss_feat: 6.247401714324951 (6.495065689086914) | > loss_mel: 18.896310806274414 (17.348229074478148) | > loss_duration: 2.285956621170044 (2.3830845832824705) | > loss_1: 32.18940734863281 (31.765722846984865)  --> STEP: 21 | > loss_disc: 2.5209100246429443 (2.5126725946153914) | > loss_disc_real_0: 0.1351138800382614 (0.12561518876325517) | > loss_disc_real_1: 0.20699529349803925 (0.18076653636637188) | > loss_disc_real_2: 0.34079742431640625 (0.315231238092695) | > loss_disc_real_3: 0.2936103343963623 (0.2968654426790419) | > loss_disc_real_4: 0.248900905251503 (0.24490270444325038) | > loss_disc_real_5: 0.1928366869688034 (0.26766637890111833) | > loss_0: 2.5209100246429443 (2.5126725946153914) | > loss_gen: 2.361311435699463 (2.451469239734468) | > loss_kl: 2.5476183891296387 (3.0578542323339555) | > loss_feat: 4.078183174133301 (6.379976045517695) | > loss_mel: 14.83867073059082 (17.2287262961978) | > loss_duration: 2.1980185508728027 (2.3742719150724865) | > loss_1: 26.023801803588867 (31.492298035394576)  --> STEP: 22 | > loss_disc: 2.36676287651062 (2.506040334701538) | > loss_disc_real_0: 0.07763426005840302 (0.12343423745848915) | > loss_disc_real_1: 0.1690254956483841 (0.18023285269737244) | > loss_disc_real_2: 0.30809321999549866 (0.3149067827246406) | > loss_disc_real_3: 0.27776724100112915 (0.29599734260277316) | > loss_disc_real_4: 0.24014973640441895 (0.24468666044148532) | > loss_disc_real_5: 0.299969881772995 (0.26913471994074906) | > loss_0: 2.36676287651062 (2.506040334701538) | > loss_gen: 2.6594295501708984 (2.460921981117942) | > loss_kl: 2.4771876335144043 (3.0314602960239756) | > loss_feat: 7.98441743850708 (6.452905199744484) | > loss_mel: 18.622419357299805 (17.292075980793342) | > loss_duration: 2.163569450378418 (2.364694530313665) | > loss_1: 33.90702438354492 (31.602058323946867)  --> STEP: 23 | > loss_disc: 2.457200527191162 (2.5039168648097827) | > loss_disc_real_0: 0.13595066964626312 (0.12397843016230542) | > loss_disc_real_1: 0.1779646873474121 (0.18013423681259155) | > loss_disc_real_2: 0.28141456842422485 (0.31345059949418774) | > loss_disc_real_3: 0.300027072429657 (0.2961725482474203) | > loss_disc_real_4: 0.24250708520412445 (0.2445918963007305) | > loss_disc_real_5: 0.2645776867866516 (0.26893658806448395) | > loss_0: 2.457200527191162 (2.5039168648097827) | > loss_gen: 2.4920413494110107 (2.462274997130684) | > loss_kl: 2.856451988220215 (3.023851239162943) | > loss_feat: 5.713355541229248 (6.4207508667655615) | > loss_mel: 16.3770751953125 (17.252293337946348) | > loss_duration: 2.3205599784851074 (2.362775636755902) | > loss_1: 29.759483337402344 (31.52194636801015)  --> STEP: 24 | > loss_disc: 2.4994091987609863 (2.5037290453910828) | > loss_disc_real_0: 0.0908346027135849 (0.12259743735194206) | > loss_disc_real_1: 0.15819151699543 (0.17921995682020983) | > loss_disc_real_2: 0.29392674565315247 (0.3126371055841446) | > loss_disc_real_3: 0.325286328792572 (0.2973856224368016) | > loss_disc_real_4: 0.2639484107494354 (0.2453984177360932) | > loss_disc_real_5: 0.26532286405563354 (0.26878601623078185) | > loss_0: 2.4994091987609863 (2.5037290453910828) | > loss_gen: 2.484405755996704 (2.463197112083435) | > loss_kl: 2.491131544113159 (3.001654585202535) | > loss_feat: 5.876101493835449 (6.398057142893474) | > loss_mel: 18.68177032470703 (17.311854879061375) | > loss_duration: 2.4153990745544434 (2.3649682799975076) | > loss_1: 31.948808670043945 (31.539732297261555)  --> STEP: 25 | > loss_disc: 2.6152615547180176 (2.5081903457641603) | > loss_disc_real_0: 0.10357437282800674 (0.12183651477098464) | > loss_disc_real_1: 0.2019725739955902 (0.18013006150722505) | > loss_disc_real_2: 0.3805663287639618 (0.3153542745113373) | > loss_disc_real_3: 0.29632988572120667 (0.2973433929681778) | > loss_disc_real_4: 0.2785545587539673 (0.24672466337680818) | > loss_disc_real_5: 0.33894750475883484 (0.271592475771904) | > loss_0: 2.6152615547180176 (2.5081903457641603) | > loss_gen: 2.5168561935424805 (2.465343475341797) | > loss_kl: 3.548875093460083 (3.0235434055328367) | > loss_feat: 6.266435146331787 (6.392792263031006) | > loss_mel: 15.12354564666748 (17.22432250976562) | > loss_duration: 2.434767246246338 (2.367760238647461) | > loss_1: 29.890478134155273 (31.473762130737306)  --> STEP: 26 | > loss_disc: 2.418287754058838 (2.504732553775494) | > loss_disc_real_0: 0.06416021287441254 (0.11961819546727034) | > loss_disc_real_1: 0.13805760443210602 (0.17851189008125892) | > loss_disc_real_2: 0.16823025047779083 (0.30969565820235473) | > loss_disc_real_3: 0.1992732584476471 (0.29357146471738815) | > loss_disc_real_4: 0.18488119542598724 (0.24434606845562273) | > loss_disc_real_5: 0.34217628836631775 (0.27430723779476607) | > loss_0: 2.418287754058838 (2.504732553775494) | > loss_gen: 2.169224977493286 (2.4539543023476234) | > loss_kl: 3.007775068283081 (3.022936931023231) | > loss_feat: 12.362483024597168 (6.622395753860474) | > loss_mel: 20.468311309814453 (17.3490913097675) | > loss_duration: 2.2979941368103027 (2.3650769270383396) | > loss_1: 40.3057861328125 (31.81345536158635) --> EVAL PERFORMANCE | > avg_loader_time: 0.002480488557081956 (-6.327262291541767e-06) | > avg_loss_disc: 2.504732553775494 (+0.1014655003180871) | > avg_loss_disc_real_0: 0.11961819546727034 (-0.02442848625091401) | > avg_loss_disc_real_1: 0.17851189008125892 (-0.007844861596822739) | > avg_loss_disc_real_2: 0.30969565820235473 (+0.06571088616664594) | > avg_loss_disc_real_3: 0.29357146471738815 (+0.016399059731226684) | > avg_loss_disc_real_4: 0.24434606845562273 (+0.01220353664113924) | > avg_loss_disc_real_5: 0.27430723779476607 (+0.03954240622428748) | > avg_loss_0: 2.504732553775494 (+0.1014655003180871) | > avg_loss_gen: 2.4539543023476234 (+0.0003795348680935007) | > avg_loss_kl: 3.022936931023231 (+0.027055373558631413) | > avg_loss_feat: 6.622395753860474 (-0.14411917099585914) | > avg_loss_mel: 17.3490913097675 (+0.45321317819448126) | > avg_loss_duration: 2.3650769270383396 (+0.010591250199538216) | > avg_loss_1: 31.81345536158635 (+0.3471207985511171)  > EPOCH: 886/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:30:20)   --> TIME: 2024-06-12 06:30:28 -- STEP: 19/330 -- GLOBAL_STEP: 380400 | > loss_disc: 2.388716459274292 (2.328850419897782) | > loss_disc_real_0: 0.1275942325592041 (0.09947602215566133) | > loss_disc_real_1: 0.1884910613298416 (0.19774444087555534) | > loss_disc_real_2: 0.18637537956237793 (0.2078496531436318) | > loss_disc_real_3: 0.21891818940639496 (0.23157495024957156) | > loss_disc_real_4: 0.22343388199806213 (0.23794737693510556) | > loss_disc_real_5: 0.2160816341638565 (0.23191584332993156) | > loss_0: 2.388716459274292 (2.328850419897782) | > grad_norm_0: tensor(14.6521, device='cuda:0') (tensor(12.7311, device='cuda:0')) | > loss_gen: 2.253607749938965 (2.497026054482711) | > loss_kl: 1.9076495170593262 (1.9386124548159147) | > loss_feat: 7.602166652679443 (6.790206884082995) | > loss_mel: 16.2747745513916 (17.413897966083727) | > loss_duration: 1.9495044946670532 (2.0392744290201286) | > loss_1: 29.98770523071289 (30.67901781985634) | > grad_norm_1: tensor(208.4873, device='cuda:0') (tensor(152.8194, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3515 (0.36855160562615646) | > loader_time: 0.003 (0.0032369463067305716)  --> TIME: 2024-06-12 06:30:38 -- STEP: 44/330 -- GLOBAL_STEP: 380425 | > loss_disc: 2.4246444702148438 (2.3232168067585337) | > loss_disc_real_0: 0.12815821170806885 (0.09952711974355308) | > loss_disc_real_1: 0.17881126701831818 (0.193492533469742) | > loss_disc_real_2: 0.22063200175762177 (0.2077814242379232) | > loss_disc_real_3: 0.239426389336586 (0.2283689904619347) | > loss_disc_real_4: 0.2409971058368683 (0.2344733141362667) | > loss_disc_real_5: 0.24510625004768372 (0.22613521936264905) | > loss_0: 2.4246444702148438 (2.3232168067585337) | > grad_norm_0: tensor(12.9271, device='cuda:0') (tensor(11.0452, device='cuda:0')) | > loss_gen: 2.51863431930542 (2.517488084056161) | > loss_kl: 2.0559885501861572 (1.9630219746719708) | > loss_feat: 7.11024284362793 (7.051497394388372) | > loss_mel: 17.15706443786621 (17.351961829445575) | > loss_duration: 1.893334150314331 (1.9928623031486161) | > loss_1: 30.73526382446289 (30.876831444826994) | > grad_norm_1: tensor(61.6703, device='cuda:0') (tensor(110.5926, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3698 (0.3684819123961709) | > loader_time: 0.0035 (0.003363809802315452)  --> TIME: 2024-06-12 06:30:47 -- STEP: 69/330 -- GLOBAL_STEP: 380450 | > loss_disc: 2.320319175720215 (2.3301937614662065) | > loss_disc_real_0: 0.07078246772289276 (0.10366674501826798) | > loss_disc_real_1: 0.17262622714042664 (0.19390219082866889) | > loss_disc_real_2: 0.2257016897201538 (0.2085210290076076) | > loss_disc_real_3: 0.2232719361782074 (0.22687991114630215) | > loss_disc_real_4: 0.23585471510887146 (0.2314792495706807) | > loss_disc_real_5: 0.21710777282714844 (0.2242628068163775) | > loss_0: 2.320319175720215 (2.3301937614662065) | > grad_norm_0: tensor(12.8432, device='cuda:0') (tensor(10.4725, device='cuda:0')) | > loss_gen: 2.5473146438598633 (2.4958839001862905) | > loss_kl: 1.8963156938552856 (1.9713806950527688) | > loss_feat: 7.180385112762451 (7.005643388499385) | > loss_mel: 16.529136657714844 (17.23285351628842) | > loss_duration: 1.9250221252441406 (1.9811974072801894) | > loss_1: 30.078174591064453 (30.686958782914758) | > grad_norm_1: tensor(213.2137, device='cuda:0') (tensor(107.1806, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.381 (0.3683520400005838) | > loader_time: 0.0044 (0.003479881563048432)  --> TIME: 2024-06-12 06:30:56 -- STEP: 94/330 -- GLOBAL_STEP: 380475 | > loss_disc: 2.315986156463623 (2.3414375046466267) | > loss_disc_real_0: 0.1233493834733963 (0.10539105538516602) | > loss_disc_real_1: 0.17839252948760986 (0.19535962000806278) | > loss_disc_real_2: 0.16385513544082642 (0.2084510606971193) | > loss_disc_real_3: 0.2131168246269226 (0.22869428611816245) | > loss_disc_real_4: 0.2388603538274765 (0.23329170983522496) | > loss_disc_real_5: 0.21424901485443115 (0.2244785968610581) | > loss_0: 2.315986156463623 (2.3414375046466267) | > grad_norm_0: tensor(6.8591, device='cuda:0') (tensor(10.3343, device='cuda:0')) | > loss_gen: 2.5113983154296875 (2.4875535102600757) | > loss_kl: 1.9731858968734741 (1.974501036583109) | > loss_feat: 7.707995414733887 (6.954422615944071) | > loss_mel: 17.393016815185547 (17.177003718437028) | > loss_duration: 2.0220327377319336 (1.9800016144488721) | > loss_1: 31.607627868652344 (30.573482351100193) | > grad_norm_1: tensor(82.0391, device='cuda:0') (tensor(112.5355, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3744 (0.3691880829790806) | > loader_time: 0.0038 (0.003585140755836)  --> TIME: 2024-06-12 06:31:06 -- STEP: 119/330 -- GLOBAL_STEP: 380500 | > loss_disc: 2.383573532104492 (2.34682497457296) | > loss_disc_real_0: 0.1254114806652069 (0.10721061788812405) | > loss_disc_real_1: 0.1871936321258545 (0.19542309892277754) | > loss_disc_real_2: 0.19063366949558258 (0.20880438700443557) | > loss_disc_real_3: 0.22548630833625793 (0.22848447493645324) | > loss_disc_real_4: 0.2253812998533249 (0.23221125459971548) | > loss_disc_real_5: 0.23391789197921753 (0.2240471738476713) | > loss_0: 2.383573532104492 (2.34682497457296) | > grad_norm_0: tensor(9.9300, device='cuda:0') (tensor(9.8061, device='cuda:0')) | > loss_gen: 2.382018566131592 (2.47820877027111) | > loss_kl: 1.9130218029022217 (1.9926278981841912) | > loss_feat: 7.0780029296875 (6.961961734194715) | > loss_mel: 17.640422821044922 (17.17762155292415) | > loss_duration: 1.9685256481170654 (1.9821524219352658) | > loss_1: 30.981990814208984 (30.59257225228959) | > grad_norm_1: tensor(72.8950, device='cuda:0') (tensor(112.2165, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3764 (0.36992253375654466) | > loader_time: 0.004 (0.0036991003180752284) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_380500.pth  --> TIME: 2024-06-12 06:31:20 -- STEP: 144/330 -- GLOBAL_STEP: 380525 | > loss_disc: 2.387808084487915 (2.3518123908175372) | > loss_disc_real_0: 0.09416532516479492 (0.10850643964173894) | > loss_disc_real_1: 0.1907433271408081 (0.19544436161716774) | > loss_disc_real_2: 0.17899732291698456 (0.2084709857073095) | > loss_disc_real_3: 0.23206940293312073 (0.22933696676045656) | > loss_disc_real_4: 0.23094810545444489 (0.23311864398419857) | > loss_disc_real_5: 0.19449631869792938 (0.2251018743134207) | > loss_0: 2.387808084487915 (2.3518123908175372) | > grad_norm_0: tensor(15.8039, device='cuda:0') (tensor(10.2026, device='cuda:0')) | > loss_gen: 2.533730983734131 (2.476074270076222) | > loss_kl: 2.158423900604248 (2.0054602647821107) | > loss_feat: 6.806196212768555 (6.962790432903503) | > loss_mel: 16.70672035217285 (17.166086448563473) | > loss_duration: 1.986685872077942 (1.988018587231636) | > loss_1: 30.19175910949707 (30.598429891798233) | > grad_norm_1: tensor(278.8149, device='cuda:0') (tensor(123.3025, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3767 (0.37210560341676074) | > loader_time: 0.004 (0.0038139273722966513)  --> TIME: 2024-06-12 06:31:30 -- STEP: 169/330 -- GLOBAL_STEP: 380550 | > loss_disc: 2.301015615463257 (2.354836627576478) | > loss_disc_real_0: 0.09458990395069122 (0.10980418353126599) | > loss_disc_real_1: 0.16938282549381256 (0.19562390093972698) | > loss_disc_real_2: 0.17777305841445923 (0.2090554617389419) | > loss_disc_real_3: 0.23377469182014465 (0.22944676408753592) | > loss_disc_real_4: 0.20592592656612396 (0.23279079265848418) | > loss_disc_real_5: 0.21672850847244263 (0.2246602845967874) | > loss_0: 2.301015615463257 (2.354836627576478) | > grad_norm_0: tensor(8.3258, device='cuda:0') (tensor(11.0652, device='cuda:0')) | > loss_gen: 2.5020649433135986 (2.4720982023950153) | > loss_kl: 1.9855693578720093 (2.006572211282493) | > loss_feat: 7.032634735107422 (6.963712559649226) | > loss_mel: 16.82644271850586 (17.167603080794667) | > loss_duration: 2.0438718795776367 (1.9933811658938256) | > loss_1: 30.390583038330078 (30.603367133958805) | > grad_norm_1: tensor(50.1040, device='cuda:0') (tensor(139.1232, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3956 (0.3727671944883448) | > loader_time: 0.0044 (0.003927689332228441)  --> TIME: 2024-06-12 06:31:40 -- STEP: 194/330 -- GLOBAL_STEP: 380575 | > loss_disc: 2.3268537521362305 (2.3546832640146484) | > loss_disc_real_0: 0.16272233426570892 (0.1107768542181278) | > loss_disc_real_1: 0.158685564994812 (0.19596497338149965) | > loss_disc_real_2: 0.256740927696228 (0.20895686914625852) | > loss_disc_real_3: 0.21599553525447845 (0.2293637550061511) | > loss_disc_real_4: 0.22095853090286255 (0.23294298949929856) | > loss_disc_real_5: 0.22602057456970215 (0.22455778687270647) | > loss_0: 2.3268537521362305 (2.3546832640146484) | > grad_norm_0: tensor(36.3569, device='cuda:0') (tensor(12.6701, device='cuda:0')) | > loss_gen: 2.7355222702026367 (2.4762061563963726) | > loss_kl: 2.1097960472106934 (2.0088537120327494) | > loss_feat: 6.55750846862793 (6.975651251901057) | > loss_mel: 16.98535919189453 (17.13526870294945) | > loss_duration: 2.0343852043151855 (2.0013067955823294) | > loss_1: 30.42257308959961 (30.597286519316054) | > grad_norm_1: tensor(281.0140, device='cuda:0') (tensor(159.8378, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.4004 (0.37687334817709384) | > loader_time: 0.0047 (0.004062817268764849)  --> TIME: 2024-06-12 06:31:51 -- STEP: 219/330 -- GLOBAL_STEP: 380600 | > loss_disc: 2.2443580627441406 (2.359595133289355) | > loss_disc_real_0: 0.12769216299057007 (0.1127558868871704) | > loss_disc_real_1: 0.19716396927833557 (0.19619357966941242) | > loss_disc_real_2: 0.18795563280582428 (0.20912347223660713) | > loss_disc_real_3: 0.1918504387140274 (0.22978215184930254) | > loss_disc_real_4: 0.19918040931224823 (0.23279058035105876) | > loss_disc_real_5: 0.1728658229112625 (0.2243665777248879) | > loss_0: 2.2443580627441406 (2.359595133289355) | > grad_norm_0: tensor(27.5141, device='cuda:0') (tensor(14.7523, device='cuda:0')) | > loss_gen: 2.581054210662842 (2.475765385039864) | > loss_kl: 2.1190409660339355 (2.0150716299335687) | > loss_feat: 7.788963317871094 (6.969801445529886) | > loss_mel: 17.099851608276367 (17.094209117976508) | > loss_duration: 2.0786969661712646 (2.010031448651665) | > loss_1: 31.6676082611084 (30.564878925340906) | > grad_norm_1: tensor(611.0698, device='cuda:0') (tensor(189.2426, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.3944 (0.37958343279416157) | > loader_time: 0.0049 (0.004178887632883844)  --> TIME: 2024-06-12 06:32:01 -- STEP: 244/330 -- GLOBAL_STEP: 380625 | > loss_disc: 2.39254093170166 (2.3605456078638802) | > loss_disc_real_0: 0.08997202664613724 (0.11345217415116361) | > loss_disc_real_1: 0.20540794730186462 (0.196222616817619) | > loss_disc_real_2: 0.20076030492782593 (0.20931819960719247) | > loss_disc_real_3: 0.24360960721969604 (0.22967154459386577) | > loss_disc_real_4: 0.24320462346076965 (0.23285421924512895) | > loss_disc_real_5: 0.22660452127456665 (0.22406164666668313) | > loss_0: 2.39254093170166 (2.3605456078638802) | > grad_norm_0: tensor(26.8717, device='cuda:0') (tensor(16.4775, device='cuda:0')) | > loss_gen: 2.5839409828186035 (2.478175647923203) | > loss_kl: 2.0865209102630615 (2.0170924223837283) | > loss_feat: 6.9170637130737305 (6.976141165514462) | > loss_mel: 16.33023452758789 (17.055109082675386) | > loss_duration: 2.0377044677734375 (2.0192567842905613) | > loss_1: 29.95546531677246 (30.545774983578042) | > grad_norm_1: tensor(592.2003, device='cuda:0') (tensor(216.7740, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.4401 (0.38327790479191015) | > loader_time: 0.0054 (0.004295668641074756)  --> TIME: 2024-06-12 06:32:12 -- STEP: 269/330 -- GLOBAL_STEP: 380650 | > loss_disc: 2.276628017425537 (2.364310510096497) | > loss_disc_real_0: 0.11967673897743225 (0.11521433868538934) | > loss_disc_real_1: 0.18529102206230164 (0.19673045976676018) | > loss_disc_real_2: 0.2040722817182541 (0.21028573462067923) | > loss_disc_real_3: 0.2235022634267807 (0.22969532838319756) | > loss_disc_real_4: 0.24320679903030396 (0.2329670965228382) | > loss_disc_real_5: 0.2346625179052353 (0.2237110961103971) | > loss_0: 2.276628017425537 (2.364310510096497) | > grad_norm_0: tensor(32.4902, device='cuda:0') (tensor(17.8192, device='cuda:0')) | > loss_gen: 2.4709088802337646 (2.47758833626389) | > loss_kl: 2.102184772491455 (2.021811848679438) | > loss_feat: 7.162880897521973 (6.985928276657616) | > loss_mel: 16.783056259155273 (17.012753607172076) | > loss_duration: 2.141225814819336 (2.0276876453130193) | > loss_1: 30.66025733947754 (30.525769598865153) | > grad_norm_1: tensor(294.9150, device='cuda:0') (tensor(231.3340, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.4515 (0.38785913619853307) | > loader_time: 0.0057 (0.004443653454124703)  --> TIME: 2024-06-12 06:32:24 -- STEP: 294/330 -- GLOBAL_STEP: 380675 | > loss_disc: 2.4723658561706543 (2.3676158911516874) | > loss_disc_real_0: 0.17525379359722137 (0.11658080420171728) | > loss_disc_real_1: 0.18531759083271027 (0.1969070880591464) | > loss_disc_real_2: 0.22457025945186615 (0.21039246782964588) | > loss_disc_real_3: 0.23837654292583466 (0.2298484682327225) | > loss_disc_real_4: 0.21919356286525726 (0.23284452748136455) | > loss_disc_real_5: 0.1963377445936203 (0.22391362092932876) | > loss_0: 2.4723658561706543 (2.3676158911516874) | > grad_norm_0: tensor(32.0670, device='cuda:0') (tensor(18.5831, device='cuda:0')) | > loss_gen: 2.2836146354675293 (2.4722499977163706) | > loss_kl: 1.9972120523452759 (2.026539610762174) | > loss_feat: 6.818922996520996 (6.97605203771267) | > loss_mel: 16.737565994262695 (16.950690613311984) | > loss_duration: 2.188904047012329 (2.038003999359751) | > loss_1: 30.026220321655273 (30.46353617168608) | > grad_norm_1: tensor(355.6534, device='cuda:0') (tensor(241.9555, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.4537 (0.39315250860590534) | > loader_time: 0.0068 (0.0046034110646669514)  --> TIME: 2024-06-12 06:32:37 -- STEP: 319/330 -- GLOBAL_STEP: 380700 | > loss_disc: 2.423553228378296 (2.368990644765872) | > loss_disc_real_0: 0.1844157576560974 (0.11760528183609341) | > loss_disc_real_1: 0.1811978667974472 (0.1972878213773327) | > loss_disc_real_2: 0.23113971948623657 (0.21061800737926578) | > loss_disc_real_3: 0.2416834533214569 (0.22982026295602134) | > loss_disc_real_4: 0.24327871203422546 (0.23282624552242434) | > loss_disc_real_5: 0.22463467717170715 (0.22338893762015996) | > loss_0: 2.423553228378296 (2.368990644765872) | > grad_norm_0: tensor(13.2707, device='cuda:0') (tensor(19.0137, device='cuda:0')) | > loss_gen: 2.306391477584839 (2.470314115566145) | > loss_kl: 2.018544912338257 (2.030530309976079) | > loss_feat: 7.958295822143555 (6.996329806815122) | > loss_mel: 16.669170379638672 (16.91030208444148) | > loss_duration: 2.24688720703125 (2.0521834330125266) | > loss_1: 31.199289321899414 (30.459659654144957) | > grad_norm_1: tensor(199.3467, device='cuda:0') (tensor(248.2917, device='cuda:0')) | > current_lr_0: 0.00017903126297748746 | > current_lr_1: 0.00017903126297748746 | > step_time: 0.5467 (0.4023502844628125) | > loader_time: 0.0088 (0.004842569088113713)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.838120937347412 (2.838120937347412) | > loss_disc_real_0: 0.3314780592918396 (0.3314780592918396) | > loss_disc_real_1: 0.33915427327156067 (0.33915427327156067) | > loss_disc_real_2: 0.3924945890903473 (0.3924945890903473) | > loss_disc_real_3: 0.24577608704566956 (0.24577608704566956) | > loss_disc_real_4: 0.23686818778514862 (0.23686818778514862) | > loss_disc_real_5: 0.28489118814468384 (0.28489118814468384) | > loss_0: 2.838120937347412 (2.838120937347412) | > loss_gen: 2.5220072269439697 (2.5220072269439697) | > loss_kl: 2.605668306350708 (2.605668306350708) | > loss_feat: 4.188192367553711 (4.188192367553711) | > loss_mel: 15.351518630981445 (15.351518630981445) | > loss_duration: 3.076758861541748 (3.076758861541748) | > loss_1: 27.744144439697266 (27.744144439697266)  --> STEP: 1 | > loss_disc: 2.3225953578948975 (2.3225953578948975) | > loss_disc_real_0: 0.12614960968494415 (0.12614960968494415) | > loss_disc_real_1: 0.25252896547317505 (0.25252896547317505) | > loss_disc_real_2: 0.2623941898345947 (0.2623941898345947) | > loss_disc_real_3: 0.20876432955265045 (0.20876432955265045) | > loss_disc_real_4: 0.2171444594860077 (0.2171444594860077) | > loss_disc_real_5: 0.29155677556991577 (0.29155677556991577) | > loss_0: 2.3225953578948975 (2.3225953578948975) | > loss_gen: 2.756457567214966 (2.756457567214966) | > loss_kl: 2.8403730392456055 (2.8403730392456055) | > loss_feat: 6.995169162750244 (6.995169162750244) | > loss_mel: 17.060327529907227 (17.060327529907227) | > loss_duration: 2.4981250762939453 (2.4981250762939453) | > loss_1: 32.15045166015625 (32.15045166015625)  --> STEP: 2 | > loss_disc: 2.5598151683807373 (2.4412052631378174) | > loss_disc_real_0: 0.10291693359613419 (0.11453327164053917) | > loss_disc_real_1: 0.31159457564353943 (0.28206177055835724) | > loss_disc_real_2: 0.3662625849246979 (0.3143283873796463) | > loss_disc_real_3: 0.28817567229270935 (0.2484700009226799) | > loss_disc_real_4: 0.20311832427978516 (0.21013139188289642) | > loss_disc_real_5: 0.29960477352142334 (0.29558077454566956) | > loss_0: 2.5598151683807373 (2.4412052631378174) | > loss_gen: 2.5210118293762207 (2.6387346982955933) | > loss_kl: 2.465815544128418 (2.6530942916870117) | > loss_feat: 5.066929817199707 (6.031049489974976) | > loss_mel: 17.622028350830078 (17.341177940368652) | > loss_duration: 2.517056465148926 (2.5075907707214355) | > loss_1: 30.192840576171875 (31.171646118164062)  --> STEP: 3 | > loss_disc: 2.475086212158203 (2.4524989128112793) | > loss_disc_real_0: 0.10594521462917328 (0.11167058597008388) | > loss_disc_real_1: 0.30314451456069946 (0.2890893518924713) | > loss_disc_real_2: 0.2666916251182556 (0.2984494666258494) | > loss_disc_real_3: 0.2780934274196625 (0.2583444764216741) | > loss_disc_real_4: 0.2650620937347412 (0.22844162583351135) | > loss_disc_real_5: 0.2813405394554138 (0.2908340295155843) | > loss_0: 2.475086212158203 (2.4524989128112793) | > loss_gen: 2.5329720973968506 (2.603480497996012) | > loss_kl: 3.5450093746185303 (2.950399319330851) | > loss_feat: 5.819282531738281 (5.960460503896077) | > loss_mel: 18.224454879760742 (17.635603586832683) | > loss_duration: 2.370995044708252 (2.4620588620503745) | > loss_1: 32.492713928222656 (31.61200205485026)  --> STEP: 4 | > loss_disc: 2.6574041843414307 (2.503725230693817) | > loss_disc_real_0: 0.18135802447795868 (0.12909244559705257) | > loss_disc_real_1: 0.29729118943214417 (0.2911398112773895) | > loss_disc_real_2: 0.31578195095062256 (0.3027825877070427) | > loss_disc_real_3: 0.32785990834236145 (0.27572333440184593) | > loss_disc_real_4: 0.26115256547927856 (0.23661936074495316) | > loss_disc_real_5: 0.28407666087150574 (0.28914468735456467) | > loss_0: 2.6574041843414307 (2.503725230693817) | > loss_gen: 2.6406264305114746 (2.612766981124878) | > loss_kl: 3.581491708755493 (3.1081724166870117) | > loss_feat: 7.3628034591674805 (6.311046242713928) | > loss_mel: 19.011463165283203 (17.979568481445312) | > loss_duration: 2.4424142837524414 (2.457147717475891) | > loss_1: 35.038795471191406 (32.46870040893555)  --> STEP: 5 | > loss_disc: 2.482422113418579 (2.4994646072387696) | > loss_disc_real_0: 0.12085825949907303 (0.12744560837745667) | > loss_disc_real_1: 0.26543426513671875 (0.28599870204925537) | > loss_disc_real_2: 0.2924261689186096 (0.3007113039493561) | > loss_disc_real_3: 0.238437220454216 (0.26826611161231995) | > loss_disc_real_4: 0.240174800157547 (0.23733044862747193) | > loss_disc_real_5: 0.24008065462112427 (0.2793318808078766) | > loss_0: 2.482422113418579 (2.4994646072387696) | > loss_gen: 2.3029611110687256 (2.5508058071136475) | > loss_kl: 2.7839672565460205 (3.0433313846588135) | > loss_feat: 4.746640205383301 (5.998165035247803) | > loss_mel: 16.62535285949707 (17.708725357055663) | > loss_duration: 2.4572131633758545 (2.457160806655884) | > loss_1: 28.916133880615234 (31.758187103271485)  --> STEP: 6 | > loss_disc: 2.6553778648376465 (2.5254501501719155) | > loss_disc_real_0: 0.16363248229026794 (0.1334767540295919) | > loss_disc_real_1: 0.241886705160141 (0.2786467025677363) | > loss_disc_real_2: 0.3418136537075043 (0.3075616955757141) | > loss_disc_real_3: 0.22523444890975952 (0.2610941678285599) | > loss_disc_real_4: 0.2387421876192093 (0.23756573845942816) | > loss_disc_real_5: 0.2965751588344574 (0.2822057604789734) | > loss_0: 2.6553778648376465 (2.5254501501719155) | > loss_gen: 2.3294363021850586 (2.5139108896255493) | > loss_kl: 2.89103364944458 (3.0179484287897744) | > loss_feat: 4.683414459228516 (5.779039939244588) | > loss_mel: 15.014626502990723 (17.259708881378174) | > loss_duration: 2.233457565307617 (2.4198769330978394) | > loss_1: 27.151968002319336 (30.99048391977946)  --> STEP: 7 | > loss_disc: 2.4192233085632324 (2.510274887084961) | > loss_disc_real_0: 0.07624457776546478 (0.12530072884900229) | > loss_disc_real_1: 0.3152267336845398 (0.2838724212987082) | > loss_disc_real_2: 0.26717838644981384 (0.3017926514148712) | > loss_disc_real_3: 0.290501207113266 (0.2652951734406607) | > loss_disc_real_4: 0.2628439664840698 (0.24117691389151982) | > loss_disc_real_5: 0.30250880122184753 (0.28510619487081257) | > loss_0: 2.4192233085632324 (2.510274887084961) | > loss_gen: 2.7191944122314453 (2.543237107140677) | > loss_kl: 4.333526611328125 (3.205888169152396) | > loss_feat: 5.8462138175964355 (5.788636207580566) | > loss_mel: 18.533065795898438 (17.441617012023926) | > loss_duration: 2.574009895324707 (2.4418959277016774) | > loss_1: 34.006011962890625 (31.421273640223912)  --> STEP: 8 | > loss_disc: 2.3513906002044678 (2.4904143512248993) | > loss_disc_real_0: 0.10829243808984756 (0.12317469250410795) | > loss_disc_real_1: 0.27510619163513184 (0.2827766425907612) | > loss_disc_real_2: 0.28617411851882935 (0.299840334802866) | > loss_disc_real_3: 0.2380806803703308 (0.2618933618068695) | > loss_disc_real_4: 0.22426831722259521 (0.23906333930790424) | > loss_disc_real_5: 0.2309669554233551 (0.27833878993988037) | > loss_0: 2.3513906002044678 (2.4904143512248993) | > loss_gen: 2.7183330059051514 (2.5651240944862366) | > loss_kl: 3.480597496032715 (3.240226835012436) | > loss_feat: 11.49323844909668 (6.501711487770081) | > loss_mel: 19.221309661865234 (17.66407859325409) | > loss_duration: 2.275557518005371 (2.4211036264896393) | > loss_1: 39.18903732299805 (32.39224410057068)  --> STEP: 9 | > loss_disc: 2.3555963039398193 (2.475434568193224) | > loss_disc_real_0: 0.18059444427490234 (0.1295546649230851) | > loss_disc_real_1: 0.22289705276489258 (0.27612335483233136) | > loss_disc_real_2: 0.2372746765613556 (0.2928885949982537) | > loss_disc_real_3: 0.23524954915046692 (0.2589329381783803) | > loss_disc_real_4: 0.2813812494277954 (0.2437653293212255) | > loss_disc_real_5: 0.2627880275249481 (0.27661092744933236) | > loss_0: 2.3555963039398193 (2.475434568193224) | > loss_gen: 2.639371156692505 (2.5733737680647106) | > loss_kl: 2.675161600112915 (3.177441808912489) | > loss_feat: 9.413148880004883 (6.825204531351726) | > loss_mel: 19.351388931274414 (17.85155751970079) | > loss_duration: 2.1756927967071533 (2.3938357565138073) | > loss_1: 36.254764556884766 (32.82141304016113)  --> STEP: 10 | > loss_disc: 2.510134220123291 (2.4789045333862303) | > loss_disc_real_0: 0.13962939381599426 (0.13056213781237602) | > loss_disc_real_1: 0.27389949560165405 (0.27590096890926363) | > loss_disc_real_2: 0.32654160261154175 (0.2962538957595825) | > loss_disc_real_3: 0.28154078125953674 (0.26119372248649597) | > loss_disc_real_4: 0.22660422325134277 (0.2420492187142372) | > loss_disc_real_5: 0.20913390815258026 (0.26986322551965714) | > loss_0: 2.510134220123291 (2.4789045333862303) | > loss_gen: 2.4875826835632324 (2.564794659614563) | > loss_kl: 2.9942657947540283 (3.1591242074966432) | > loss_feat: 5.24770975112915 (6.667455053329467) | > loss_mel: 14.250022888183594 (17.491404056549072) | > loss_duration: 2.46453857421875 (2.400906038284302) | > loss_1: 27.444120407104492 (32.28368377685547)  --> STEP: 11 | > loss_disc: 2.8439879417419434 (2.512093934145841) | > loss_disc_real_0: 0.21687334775924683 (0.13840861144390973) | > loss_disc_real_1: 0.40449008345603943 (0.28759088841351593) | > loss_disc_real_2: 0.36249253153800964 (0.3022755899212577) | > loss_disc_real_3: 0.26209351420402527 (0.26127552173354407) | > loss_disc_real_4: 0.29403895139694214 (0.24677555804902856) | > loss_disc_real_5: 0.24974393844604492 (0.26803419942205603) | > loss_0: 2.8439879417419434 (2.512093934145841) | > loss_gen: 2.592837333679199 (2.567343993620439) | > loss_kl: 3.6356515884399414 (3.2024448784914883) | > loss_feat: 5.83887243270874 (6.592129360545766) | > loss_mel: 15.576566696166992 (17.317327932877973) | > loss_duration: 2.5323948860168457 (2.412859569896351) | > loss_1: 30.17632293701172 (32.09210551868785)  --> STEP: 12 | > loss_disc: 2.34542179107666 (2.4982045888900757) | > loss_disc_real_0: 0.12221454083919525 (0.13705910556018353) | > loss_disc_real_1: 0.2621579170227051 (0.28547147413094837) | > loss_disc_real_2: 0.23831091821193695 (0.29694520061214763) | > loss_disc_real_3: 0.24565169215202332 (0.25997353593508404) | > loss_disc_real_4: 0.23606917262077332 (0.24588335926334062) | > loss_disc_real_5: 0.26007890701293945 (0.267371258387963) | > loss_0: 2.34542179107666 (2.4982045888900757) | > loss_gen: 2.5469393730163574 (2.565643608570099) | > loss_kl: 2.65887713432312 (3.1571475664774575) | > loss_feat: 6.412360668182373 (6.577148636182149) | > loss_mel: 17.763282775878906 (17.354490836461384) | > loss_duration: 2.2787835597991943 (2.4016865690549216) | > loss_1: 31.66024398803711 (32.056117057800286)  --> STEP: 13 | > loss_disc: 2.5677645206451416 (2.5035553528712344) | > loss_disc_real_0: 0.09782099723815918 (0.13404078953541243) | > loss_disc_real_1: 0.38241368532180786 (0.29292856729947603) | > loss_disc_real_2: 0.32695630192756653 (0.29925374686717987) | > loss_disc_real_3: 0.22688545286655426 (0.25742829877596635) | > loss_disc_real_4: 0.19796259701251984 (0.24219714678250825) | > loss_disc_real_5: 0.21727190911769867 (0.26351746229025036) | > loss_0: 2.5677645206451416 (2.5035553528712344) | > loss_gen: 2.406053066253662 (2.553367413007296) | > loss_kl: 3.6443841457366943 (3.1946273033435526) | > loss_feat: 8.01212215423584 (6.687531214493972) | > loss_mel: 16.710342407226562 (17.304940957289475) | > loss_duration: 2.248197555541992 (2.389879721861619) | > loss_1: 33.02109909057617 (32.13034644493689)  --> STEP: 14 | > loss_disc: 2.4902498722076416 (2.5026049613952637) | > loss_disc_real_0: 0.14695152640342712 (0.1349629850259849) | > loss_disc_real_1: 0.3151577413082123 (0.2945163654429572) | > loss_disc_real_2: 0.2201969027519226 (0.2936068294303758) | > loss_disc_real_3: 0.29506006836891174 (0.26011628231831957) | > loss_disc_real_4: 0.28789371252059937 (0.24546118719237192) | > loss_disc_real_5: 0.32268938422203064 (0.2677440281425204) | > loss_0: 2.4902498722076416 (2.5026049613952637) | > loss_gen: 2.8106887340545654 (2.571747507367815) | > loss_kl: 4.658166408538818 (3.2991658108575) | > loss_feat: 5.525656223297119 (6.604540143694196) | > loss_mel: 18.472530364990234 (17.38834020069667) | > loss_duration: 2.4784655570983887 (2.3962072815213884) | > loss_1: 33.94550704956055 (32.26000077383858)  --> STEP: 15 | > loss_disc: 2.490994453430176 (2.5018309275309245) | > loss_disc_real_0: 0.09353971481323242 (0.13220143367846807) | > loss_disc_real_1: 0.26204732060432434 (0.292351762453715) | > loss_disc_real_2: 0.24780502915382385 (0.29055337607860565) | > loss_disc_real_3: 0.28416192531585693 (0.26171932518482205) | > loss_disc_real_4: 0.2609885632991791 (0.24649634559949238) | > loss_disc_real_5: 0.280639111995697 (0.26860370039939885) | > loss_0: 2.490994453430176 (2.5018309275309245) | > loss_gen: 2.415818691253662 (2.561352252960205) | > loss_kl: 3.856752395629883 (3.336338249842326) | > loss_feat: 7.812281608581543 (6.685056241353353) | > loss_mel: 16.9486083984375 (17.35902474721273) | > loss_duration: 2.399524450302124 (2.396428426106771) | > loss_1: 33.4329833984375 (32.3381996154785)  --> STEP: 16 | > loss_disc: 2.4786036014556885 (2.5003792196512222) | > loss_disc_real_0: 0.13870105147361755 (0.1326076597906649) | > loss_disc_real_1: 0.20938780903816223 (0.28716651536524296) | > loss_disc_real_2: 0.31234902143478394 (0.2919156039133668) | > loss_disc_real_3: 0.3488965928554535 (0.26716790441423655) | > loss_disc_real_4: 0.2536596953868866 (0.24694405496120453) | > loss_disc_real_5: 0.31780359148979187 (0.2716786935925484) | > loss_0: 2.4786036014556885 (2.5003792196512222) | > loss_gen: 2.817784547805786 (2.577379271388054) | > loss_kl: 3.0490283966064453 (3.3183813840150833) | > loss_feat: 9.209561347961426 (6.842837810516357) | > loss_mel: 17.039634704589844 (17.339062869548798) | > loss_duration: 2.3823130130767822 (2.3955462127923965) | > loss_1: 34.498321533203125 (32.47320723533629)  --> STEP: 17 | > loss_disc: 2.7525410652160645 (2.5152122693903305) | > loss_disc_real_0: 0.1740594208240509 (0.13504599867498174) | > loss_disc_real_1: 0.3693840205669403 (0.2920028392006369) | > loss_disc_real_2: 0.43415915966033936 (0.30028287189848285) | > loss_disc_real_3: 0.3331511914730072 (0.27104927424122305) | > loss_disc_real_4: 0.28685617446899414 (0.24929182669695685) | > loss_disc_real_5: 0.38605797290802 (0.2784068864934585) | > loss_0: 2.7525410652160645 (2.5152122693903305) | > loss_gen: 3.0677971839904785 (2.606227383894079) | > loss_kl: 2.8855161666870117 (3.2929187241722557) | > loss_feat: 6.575157165527344 (6.827091890222886) | > loss_mel: 17.501657485961914 (17.34862725874957) | > loss_duration: 2.50494647026062 (2.4019815220552334) | > loss_1: 32.535072326660156 (32.47684635835534)  --> STEP: 18 | > loss_disc: 2.334587812423706 (2.5051775773366294) | > loss_disc_real_0: 0.11081743985414505 (0.1336999676293797) | > loss_disc_real_1: 0.18374252319335938 (0.2859883772002326) | > loss_disc_real_2: 0.19436860084533691 (0.2943987457288636) | > loss_disc_real_3: 0.32672542333602905 (0.27414239363537896) | > loss_disc_real_4: 0.28672730922698975 (0.2513715757264031) | > loss_disc_real_5: 0.22493784129619598 (0.2754363839824995) | > loss_0: 2.334587812423706 (2.5051775773366294) | > loss_gen: 2.9292240142822266 (2.624171641137865) | > loss_kl: 3.3392493724823 (3.295492649078369) | > loss_feat: 10.032864570617676 (7.005190372467041) | > loss_mel: 20.038928985595703 (17.498088465796577) | > loss_duration: 2.293039321899414 (2.3959291776021323) | > loss_1: 38.63330078125 (32.81887160407171)  --> STEP: 19 | > loss_disc: 2.459700345993042 (2.5027840388448617) | > loss_disc_real_0: 0.1826665699481964 (0.1362771572251069) | > loss_disc_real_1: 0.23170553147792816 (0.28313138532011134) | > loss_disc_real_2: 0.3028338551521301 (0.29484269885640396) | > loss_disc_real_3: 0.20119942724704742 (0.27030329014125626) | > loss_disc_real_4: 0.20548410713672638 (0.24895644580063067) | > loss_disc_real_5: 0.1830364465713501 (0.2705732293819127) | > loss_0: 2.459700345993042 (2.5027840388448617) | > loss_gen: 2.529675245285034 (2.619198146619295) | > loss_kl: 2.1043121814727783 (3.2327989402570223) | > loss_feat: 10.127907752990723 (7.169543918810393) | > loss_mel: 17.86256980895996 (17.517271694384124) | > loss_duration: 2.3823747634887695 (2.3952157873856392) | > loss_1: 35.006839752197266 (32.93402782239411)  --> STEP: 20 | > loss_disc: 2.775766372680664 (2.5164331555366517) | > loss_disc_real_0: 0.12516775727272034 (0.13572168722748756) | > loss_disc_real_1: 0.25851017236709595 (0.28190032467246057) | > loss_disc_real_2: 0.30832216143608093 (0.2955166719853878) | > loss_disc_real_3: 0.2582646906375885 (0.2697013601660729) | > loss_disc_real_4: 0.2649335563182831 (0.2497553013265133) | > loss_disc_real_5: 0.28871867060661316 (0.2714805014431477) | > loss_0: 2.775766372680664 (2.5164331555366517) | > loss_gen: 2.0769309997558594 (2.592084789276123) | > loss_kl: 2.50441837310791 (3.196379911899567) | > loss_feat: 5.489377021789551 (7.08553557395935) | > loss_mel: 17.746437072753906 (17.528729963302613) | > loss_duration: 2.3006622791290283 (2.3904881119728087) | > loss_1: 30.117826461791992 (32.793217754364)  --> STEP: 21 | > loss_disc: 2.5935380458831787 (2.5201048169817244) | > loss_disc_real_0: 0.11989985406398773 (0.13496826660065425) | > loss_disc_real_1: 0.27739179134368896 (0.2816856326091857) | > loss_disc_real_2: 0.3114919066429138 (0.29627739744527) | > loss_disc_real_3: 0.2608051896095276 (0.2692777329967136) | > loss_disc_real_4: 0.23313821852207184 (0.24896401166915894) | > loss_disc_real_5: 0.29865527153015137 (0.27277453811395747) | > loss_0: 2.5935380458831787 (2.5201048169817244) | > loss_gen: 2.3994007110595703 (2.582909356980097) | > loss_kl: 3.071603536605835 (3.1904381797427224) | > loss_feat: 4.68711519241333 (6.971325079600017) | > loss_mel: 14.120403289794922 (17.36642869313558) | > loss_duration: 2.2560245990753174 (2.384085087549119) | > loss_1: 26.534547805786133 (32.49518585205077)  --> STEP: 22 | > loss_disc: 2.1578683853149414 (2.5036395246332344) | > loss_disc_real_0: 0.08271599560976028 (0.13259316337379545) | > loss_disc_real_1: 0.22930313646793365 (0.2793046100573106) | > loss_disc_real_2: 0.24729810655117035 (0.29405106604099274) | > loss_disc_real_3: 0.19440969824790955 (0.2658746405081316) | > loss_disc_real_4: 0.2667737603187561 (0.24977354569868607) | > loss_disc_real_5: 0.27448534965515137 (0.2728523022749208) | > loss_0: 2.1578683853149414 (2.5036395246332344) | > loss_gen: 2.83121919631958 (2.5941961678591645) | > loss_kl: 2.560898542404175 (3.1618227416818794) | > loss_feat: 9.994114875793457 (7.108724615790627) | > loss_mel: 20.36974334716797 (17.502942995591596) | > loss_duration: 2.20444393157959 (2.3759195804595947) | > loss_1: 37.96042251586914 (32.74360570040614)  --> STEP: 23 | > loss_disc: 2.4716005325317383 (2.5022465249766475) | > loss_disc_real_0: 0.11575575917959213 (0.1318611023218736) | > loss_disc_real_1: 0.2429937720298767 (0.2777258779691613) | > loss_disc_real_2: 0.29771533608436584 (0.294210382129835) | > loss_disc_real_3: 0.3015735149383545 (0.2674267654833587) | > loss_disc_real_4: 0.26616421341896057 (0.25048618342565454) | > loss_disc_real_5: 0.327627956867218 (0.2752338524745859) | > loss_0: 2.4716005325317383 (2.5022465249766475) | > loss_gen: 2.6357924938201904 (2.5960047037705136) | > loss_kl: 3.1204891204833984 (3.160025627716728) | > loss_feat: 6.496250152587891 (7.082095291303552) | > loss_mel: 18.099838256835938 (17.528894963471785) | > loss_duration: 2.2666001319885254 (2.3711665609608525) | > loss_1: 32.61896896362305 (32.738186711850354)  --> STEP: 24 | > loss_disc: 2.658504009246826 (2.508757253487905) | > loss_disc_real_0: 0.1778835654258728 (0.1337787049512069) | > loss_disc_real_1: 0.2889796197414398 (0.2781947838763396) | > loss_disc_real_2: 0.30233103036880493 (0.2945487424731254) | > loss_disc_real_3: 0.3334411382675171 (0.2701773643493653) | > loss_disc_real_4: 0.32309743762016296 (0.2535116523504257) | > loss_disc_real_5: 0.34332871437072754 (0.27807113838692515) | > loss_0: 2.658504009246826 (2.508757253487905) | > loss_gen: 2.6961586475372314 (2.6001777847607936) | > loss_kl: 2.206486225128174 (3.120294819275538) | > loss_feat: 5.528263092041016 (7.017352283000946) | > loss_mel: 15.957963943481445 (17.463439504305523) | > loss_duration: 2.4041647911071777 (2.3725414872169495) | > loss_1: 28.79303741455078 (32.57380549112954)  --> STEP: 25 | > loss_disc: 2.61064076423645 (2.512832593917847) | > loss_disc_real_0: 0.14162257313728333 (0.13409245967864994) | > loss_disc_real_1: 0.31376734375953674 (0.2796176862716675) | > loss_disc_real_2: 0.22222276031970978 (0.29165570318698875) | > loss_disc_real_3: 0.34728315472602844 (0.27326159596443184) | > loss_disc_real_4: 0.25695377588272095 (0.2536493372917175) | > loss_disc_real_5: 0.3062173128128052 (0.2791969853639603) | > loss_0: 2.61064076423645 (2.512832593917847) | > loss_gen: 2.5303735733032227 (2.597385616302491) | > loss_kl: 2.91719388961792 (3.1121707820892333) | > loss_feat: 6.349541187286377 (6.990639839172363) | > loss_mel: 15.037296295166016 (17.36639377593994) | > loss_duration: 2.431419849395752 (2.3748966217041017) | > loss_1: 29.265823364257812 (32.44148620605467)  --> STEP: 26 | > loss_disc: 2.92455792427063 (2.5286681835467997) | > loss_disc_real_0: 0.15298880636692047 (0.1348192422435834) | > loss_disc_real_1: 0.2687848210334778 (0.27920103760866016) | > loss_disc_real_2: 0.24961979687213898 (0.29003893755949456) | > loss_disc_real_3: 0.24224276840686798 (0.2720685641352948) | > loss_disc_real_4: 0.2093512862920761 (0.25194556609942365) | > loss_disc_real_5: 0.22839342057704926 (0.27724300210292524) | > loss_0: 2.92455792427063 (2.5286681835467997) | > loss_gen: 1.935821533203125 (2.571940843875592) | > loss_kl: 2.3157215118408203 (3.08153811784891) | > loss_feat: 7.828790664672852 (7.022876409383921) | > loss_mel: 11.295939445495605 (17.132914763230545) | > loss_duration: 2.307676315307617 (2.372311225304237) | > loss_1: 25.683950424194336 (32.181580983675424) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023420682320227986 (-0.00013842032505915732) | > avg_loss_disc: 2.5286681835467997 (+0.02393562977130559) | > avg_loss_disc_real_0: 0.1348192422435834 (+0.015201046776313065) | > avg_loss_disc_real_1: 0.27920103760866016 (+0.10068914752740124) | > avg_loss_disc_real_2: 0.29003893755949456 (-0.01965672064286017) | > avg_loss_disc_real_3: 0.2720685641352948 (-0.021502900582093365) | > avg_loss_disc_real_4: 0.25194556609942365 (+0.007599497643800912) | > avg_loss_disc_real_5: 0.27724300210292524 (+0.0029357643081591722) | > avg_loss_0: 2.5286681835467997 (+0.02393562977130559) | > avg_loss_gen: 2.571940843875592 (+0.11798654152796884) | > avg_loss_kl: 3.08153811784891 (+0.05860118682567883) | > avg_loss_feat: 7.022876409383921 (+0.400480655523447) | > avg_loss_mel: 17.132914763230545 (-0.2161765465369534) | > avg_loss_duration: 2.372311225304237 (+0.0072342982658972765) | > avg_loss_1: 32.181580983675424 (+0.3681256220890745)  > EPOCH: 887/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:33:03)   --> TIME: 2024-06-12 06:33:09 -- STEP: 14/330 -- GLOBAL_STEP: 380725 | > loss_disc: 2.3673741817474365 (2.3422518457685197) | > loss_disc_real_0: 0.10041789710521698 (0.10536869242787361) | > loss_disc_real_1: 0.19524987041950226 (0.20666531047650746) | > loss_disc_real_2: 0.19249266386032104 (0.1984784294451986) | > loss_disc_real_3: 0.22914499044418335 (0.22500070184469223) | > loss_disc_real_4: 0.23721733689308167 (0.23446561289685114) | > loss_disc_real_5: 0.24913588166236877 (0.22336014892373765) | > loss_0: 2.3673741817474365 (2.3422518457685197) | > grad_norm_0: tensor(6.8221, device='cuda:0') (tensor(10.7455, device='cuda:0')) | > loss_gen: 2.42449688911438 (2.486606870378767) | > loss_kl: 1.7590869665145874 (1.9197938442230225) | > loss_feat: 6.769636631011963 (6.8873772621154785) | > loss_mel: 17.07284164428711 (17.472928592136928) | > loss_duration: 1.9925588369369507 (2.0565094351768494) | > loss_1: 30.01862335205078 (30.82321616581508) | > grad_norm_1: tensor(129.9173, device='cuda:0') (tensor(99.6675, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3453 (0.3564401524407523) | > loader_time: 0.0028 (0.002982173647199358)  --> TIME: 2024-06-12 06:33:18 -- STEP: 39/330 -- GLOBAL_STEP: 380750 | > loss_disc: 2.323378562927246 (2.345074164561736) | > loss_disc_real_0: 0.10192746669054031 (0.10625750112992066) | > loss_disc_real_1: 0.1919066607952118 (0.19897190997233757) | > loss_disc_real_2: 0.20789115130901337 (0.2072521509268345) | > loss_disc_real_3: 0.23804683983325958 (0.22554611892272264) | > loss_disc_real_4: 0.23835335671901703 (0.23167448013256758) | > loss_disc_real_5: 0.19394490122795105 (0.22063159675170213) | > loss_0: 2.323378562927246 (2.345074164561736) | > grad_norm_0: tensor(8.8548, device='cuda:0') (tensor(9.4846, device='cuda:0')) | > loss_gen: 2.5072178840637207 (2.503594153966659) | > loss_kl: 1.7804569005966187 (1.9259024736208794) | > loss_feat: 7.45945930480957 (7.00898571503468) | > loss_mel: 17.114351272583008 (17.324355883476063) | > loss_duration: 1.9788610935211182 (1.9947154583075108) | > loss_1: 30.84034538269043 (30.757553638556065) | > grad_norm_1: tensor(72.2089, device='cuda:0') (tensor(94.4769, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3805 (0.3587982837970441) | > loader_time: 0.0036 (0.003273933361738156)  --> TIME: 2024-06-12 06:33:28 -- STEP: 64/330 -- GLOBAL_STEP: 380775 | > loss_disc: 2.250459671020508 (2.3550941720604897) | > loss_disc_real_0: 0.09812376648187637 (0.10861870250664651) | > loss_disc_real_1: 0.16129107773303986 (0.1968655800446868) | > loss_disc_real_2: 0.1763582080602646 (0.20637402986176312) | > loss_disc_real_3: 0.23883718252182007 (0.2281668980140239) | > loss_disc_real_4: 0.22158555686473846 (0.23409604467451572) | > loss_disc_real_5: 0.2319014072418213 (0.22587895230390131) | > loss_0: 2.250459671020508 (2.3550941720604897) | > grad_norm_0: tensor(12.5351, device='cuda:0') (tensor(8.8949, device='cuda:0')) | > loss_gen: 2.531754970550537 (2.494077604264021) | > loss_kl: 1.9788811206817627 (1.9444036819040775) | > loss_feat: 7.48829984664917 (7.005911402404308) | > loss_mel: 17.9300537109375 (17.307862728834152) | > loss_duration: 1.9678733348846436 (1.9829644430428743) | > loss_1: 31.89686393737793 (30.7352197766304) | > grad_norm_1: tensor(151.8362, device='cuda:0') (tensor(93.9669, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3885 (0.36757942289114) | > loader_time: 0.0034 (0.0035296864807605743)  --> TIME: 2024-06-12 06:33:38 -- STEP: 89/330 -- GLOBAL_STEP: 380800 | > loss_disc: 2.3334617614746094 (2.350828521707084) | > loss_disc_real_0: 0.11915025115013123 (0.10881529020124607) | > loss_disc_real_1: 0.19026696681976318 (0.1966758390490928) | > loss_disc_real_2: 0.20799753069877625 (0.20692044630479278) | > loss_disc_real_3: 0.2266833782196045 (0.2274137201269021) | > loss_disc_real_4: 0.2522416412830353 (0.23314261336005135) | > loss_disc_real_5: 0.24640868604183197 (0.22477750965718474) | > loss_0: 2.3334617614746094 (2.350828521707084) | > grad_norm_0: tensor(6.1953, device='cuda:0') (tensor(8.7627, device='cuda:0')) | > loss_gen: 2.5831706523895264 (2.4965780343902253) | > loss_kl: 2.04626727104187 (1.961858405156082) | > loss_feat: 6.591238021850586 (7.005741467636622) | > loss_mel: 17.04071044921875 (17.230761260129093) | > loss_duration: 2.001912832260132 (1.9780893566903104) | > loss_1: 30.26329803466797 (30.6730284958743) | > grad_norm_1: tensor(137.4269, device='cuda:0') (tensor(93.9664, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3913 (0.3763271771120221) | > loader_time: 0.0037 (0.0036968381217356476)  --> TIME: 2024-06-12 06:33:48 -- STEP: 114/330 -- GLOBAL_STEP: 380825 | > loss_disc: 2.2870326042175293 (2.3536847181487497) | > loss_disc_real_0: 0.14025640487670898 (0.11093550645991375) | > loss_disc_real_1: 0.16286031901836395 (0.1965215459727404) | > loss_disc_real_2: 0.21459358930587769 (0.20759049005675734) | > loss_disc_real_3: 0.19669051468372345 (0.22780000405353412) | > loss_disc_real_4: 0.22095650434494019 (0.23250610054584972) | > loss_disc_real_5: 0.20961321890354156 (0.22392325129425317) | > loss_0: 2.2870326042175293 (2.3536847181487497) | > grad_norm_0: tensor(18.8749, device='cuda:0') (tensor(9.3340, device='cuda:0')) | > loss_gen: 2.6604456901550293 (2.494309358429491) | > loss_kl: 2.219849109649658 (1.9712460668463456) | > loss_feat: 7.256777286529541 (7.036722166496411) | > loss_mel: 16.922176361083984 (17.22571313590333) | > loss_duration: 1.9928405284881592 (1.9808047497481631) | > loss_1: 31.05208969116211 (30.70879536344294) | > grad_norm_1: tensor(173.1149, device='cuda:0') (tensor(106.4647, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3786 (0.3771754963356152) | > loader_time: 0.0036 (0.003764719293828596)  --> TIME: 2024-06-12 06:33:58 -- STEP: 139/330 -- GLOBAL_STEP: 380850 | > loss_disc: 2.514284610748291 (2.3585873181871366) | > loss_disc_real_0: 0.13281138241291046 (0.11176858745890554) | > loss_disc_real_1: 0.2159423530101776 (0.19648250315686777) | > loss_disc_real_2: 0.17580585181713104 (0.2097581940160381) | > loss_disc_real_3: 0.22790376842021942 (0.2282568474682115) | > loss_disc_real_4: 0.2443857043981552 (0.23230247113773292) | > loss_disc_real_5: 0.24380061030387878 (0.2235938001879685) | > loss_0: 2.514284610748291 (2.3585873181871366) | > grad_norm_0: tensor(12.4917, device='cuda:0') (tensor(9.4314, device='cuda:0')) | > loss_gen: 2.2752716541290283 (2.489314514956029) | > loss_kl: 1.8814964294433594 (1.9749667181385506) | > loss_feat: 6.746250152587891 (7.035704403472462) | > loss_mel: 15.202799797058105 (17.21999924474482) | > loss_duration: 2.0492398738861084 (1.9867999047684155) | > loss_1: 28.155059814453125 (30.70678474920259) | > grad_norm_1: tensor(120.5817, device='cuda:0') (tensor(105.0433, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3841 (0.37681865349090354) | > loader_time: 0.0038 (0.0038191500327569975)  --> TIME: 2024-06-12 06:34:07 -- STEP: 164/330 -- GLOBAL_STEP: 380875 | > loss_disc: 2.388875722885132 (2.3627265386465113) | > loss_disc_real_0: 0.09697431325912476 (0.11237074489273675) | > loss_disc_real_1: 0.20738659799098969 (0.1963908549670765) | > loss_disc_real_2: 0.19229355454444885 (0.20971134468549635) | > loss_disc_real_3: 0.22160649299621582 (0.22879675412323416) | > loss_disc_real_4: 0.24383574724197388 (0.23303061750967327) | > loss_disc_real_5: 0.22159242630004883 (0.22381333915925608) | > loss_0: 2.388875722885132 (2.3627265386465113) | > grad_norm_0: tensor(9.0238, device='cuda:0') (tensor(9.6544, device='cuda:0')) | > loss_gen: 2.39498233795166 (2.481941151909713) | > loss_kl: 1.9816633462905884 (1.9839422230313464) | > loss_feat: 6.920387268066406 (7.031863485894552) | > loss_mel: 16.694820404052734 (17.19380291496834) | > loss_duration: 2.0807485580444336 (1.9916352985835657) | > loss_1: 30.072601318359375 (30.683184984253675) | > grad_norm_1: tensor(141.9245, device='cuda:0') (tensor(106.4415, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3706 (0.3770077693753127) | > loader_time: 0.004 (0.003909269484078012)  --> TIME: 2024-06-12 06:34:17 -- STEP: 189/330 -- GLOBAL_STEP: 380900 | > loss_disc: 2.391557216644287 (2.366484054181942) | > loss_disc_real_0: 0.10556383430957794 (0.11393159316488044) | > loss_disc_real_1: 0.19201208651065826 (0.19628506331216714) | > loss_disc_real_2: 0.2646835148334503 (0.21019139712449736) | > loss_disc_real_3: 0.242982417345047 (0.22897288707829028) | > loss_disc_real_4: 0.2251412272453308 (0.23337575682887324) | > loss_disc_real_5: 0.22345273196697235 (0.2244338929337799) | > loss_0: 2.391557216644287 (2.366484054181942) | > grad_norm_0: tensor(17.1885, device='cuda:0') (tensor(9.8127, device='cuda:0')) | > loss_gen: 2.4404032230377197 (2.4762067391128153) | > loss_kl: 2.0728707313537598 (1.9917875421110285) | > loss_feat: 6.868613243103027 (7.0076937953000344) | > loss_mel: 17.325937271118164 (17.149882795949463) | > loss_duration: 2.0914053916931152 (2.000503000128206) | > loss_1: 30.799230575561523 (30.626073807004897) | > grad_norm_1: tensor(191.6299, device='cuda:0') (tensor(110.9545, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.3928 (0.37923253402508134) | > loader_time: 0.0049 (0.004022198379355137)  --> TIME: 2024-06-12 06:34:28 -- STEP: 214/330 -- GLOBAL_STEP: 380925 | > loss_disc: 2.4003565311431885 (2.3679293661474046) | > loss_disc_real_0: 0.10173846781253815 (0.1148292912501041) | > loss_disc_real_1: 0.21236659586429596 (0.19690316295790888) | > loss_disc_real_2: 0.22212925553321838 (0.21060289247570751) | > loss_disc_real_3: 0.2024747133255005 (0.22926336171749595) | > loss_disc_real_4: 0.2133045792579651 (0.23307998318259962) | > loss_disc_real_5: 0.19853994250297546 (0.2239126656378541) | > loss_0: 2.4003565311431885 (2.3679293661474046) | > grad_norm_0: tensor(15.2325, device='cuda:0') (tensor(11.0741, device='cuda:0')) | > loss_gen: 2.3604254722595215 (2.4781583090808903) | > loss_kl: 2.093838691711426 (2.0015178974543772) | > loss_feat: 6.455113887786865 (7.030208050647628) | > loss_mel: 16.73483657836914 (17.12704919654633) | > loss_duration: 2.1209006309509277 (2.0084266384071294) | > loss_1: 29.76511573791504 (30.64535997515527) | > grad_norm_1: tensor(381.5359, device='cuda:0') (tensor(129.1204, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.4037 (0.38218918916220984) | > loader_time: 0.0053 (0.004170831118788679)  --> TIME: 2024-06-12 06:34:38 -- STEP: 239/330 -- GLOBAL_STEP: 380950 | > loss_disc: 2.4270272254943848 (2.369413414759614) | > loss_disc_real_0: 0.10258502513170242 (0.11629037138183745) | > loss_disc_real_1: 0.15046517550945282 (0.19665538516503492) | > loss_disc_real_2: 0.17504997551441193 (0.2105463828626537) | > loss_disc_real_3: 0.23025332391262054 (0.22971953619972932) | > loss_disc_real_4: 0.22082015872001648 (0.23255445200279667) | > loss_disc_real_5: 0.24915996193885803 (0.22310560318216618) | > loss_0: 2.4270272254943848 (2.369413414759614) | > grad_norm_0: tensor(38.4303, device='cuda:0') (tensor(13.3182, device='cuda:0')) | > loss_gen: 2.3102447986602783 (2.4803187138864686) | > loss_kl: 2.000267505645752 (2.008213566436927) | > loss_feat: 7.39657735824585 (7.020895147922149) | > loss_mel: 17.221595764160156 (17.071660939619637) | > loss_duration: 2.053041458129883 (2.0173313478046895) | > loss_1: 30.981727600097656 (30.59841962040219) | > grad_norm_1: tensor(100.9958, device='cuda:0') (tensor(154.9150, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.4113 (0.3854041418769869) | > loader_time: 0.0055 (0.004319905237173938)  --> TIME: 2024-06-12 06:34:49 -- STEP: 264/330 -- GLOBAL_STEP: 380975 | > loss_disc: 2.3101162910461426 (2.373792061299987) | > loss_disc_real_0: 0.11039235442876816 (0.11742079579694704) | > loss_disc_real_1: 0.17679907381534576 (0.1975312358840848) | > loss_disc_real_2: 0.1879226118326187 (0.21100842879351342) | > loss_disc_real_3: 0.22854454815387726 (0.22985168789146523) | > loss_disc_real_4: 0.2523086965084076 (0.23342671516266736) | > loss_disc_real_5: 0.20851942896842957 (0.22309962044836898) | > loss_0: 2.3101162910461426 (2.373792061299987) | > grad_norm_0: tensor(12.2760, device='cuda:0') (tensor(14.6728, device='cuda:0')) | > loss_gen: 2.4312877655029297 (2.4835150223789793) | > loss_kl: 1.9824044704437256 (2.01253941745469) | > loss_feat: 6.3886542320251465 (7.0343092842535535) | > loss_mel: 15.919439315795898 (17.053394288727738) | > loss_duration: 2.137530565261841 (2.0258155835397322) | > loss_1: 28.859315872192383 (30.609573487079505) | > grad_norm_1: tensor(249.1633, device='cuda:0') (tensor(175.4709, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.4317 (0.38944035768508917) | > loader_time: 0.0057 (0.004468952164505471)  --> TIME: 2024-06-12 06:35:01 -- STEP: 289/330 -- GLOBAL_STEP: 381000 | > loss_disc: 2.471574544906616 (2.3771039556879474) | > loss_disc_real_0: 0.1003161072731018 (0.11879717870567084) | > loss_disc_real_1: 0.20008133351802826 (0.19792366058768687) | > loss_disc_real_2: 0.23479749262332916 (0.211423530401243) | > loss_disc_real_3: 0.2550787627696991 (0.22992668401411248) | > loss_disc_real_4: 0.2554692327976227 (0.23328427856974948) | > loss_disc_real_5: 0.2537184953689575 (0.22292368779132934) | > loss_0: 2.471574544906616 (2.3771039556879474) | > grad_norm_0: tensor(30.6455, device='cuda:0') (tensor(14.9362, device='cuda:0')) | > loss_gen: 2.4244930744171143 (2.4767130155464363) | > loss_kl: 1.96481454372406 (2.0182376019269954) | > loss_feat: 5.8123698234558105 (7.00905710768122) | > loss_mel: 15.838329315185547 (16.98791501596312) | > loss_duration: 2.1687583923339844 (2.035735399252816) | > loss_1: 28.208765029907227 (30.527658059935256) | > grad_norm_1: tensor(297.8641, device='cuda:0') (tensor(180.7314, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.4572 (0.3940489605636333) | > loader_time: 0.0065 (0.004623623455272003) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_381000.pth  --> TIME: 2024-06-12 06:35:18 -- STEP: 314/330 -- GLOBAL_STEP: 381025 | > loss_disc: 2.451448678970337 (2.3810966903237007) | > loss_disc_real_0: 0.10281077027320862 (0.12029145816993561) | > loss_disc_real_1: 0.2078758031129837 (0.19808113745823022) | > loss_disc_real_2: 0.2312188744544983 (0.2112753371334379) | > loss_disc_real_3: 0.23504327237606049 (0.22992778773520403) | > loss_disc_real_4: 0.24372190237045288 (0.2336547170664854) | > loss_disc_real_5: 0.240444615483284 (0.223052606081507) | > loss_0: 2.451448678970337 (2.3810966903237007) | > grad_norm_0: tensor(12.3868, device='cuda:0') (tensor(15.6293, device='cuda:0')) | > loss_gen: 2.5081465244293213 (2.4709299035892367) | > loss_kl: 2.095282554626465 (2.023588360494868) | > loss_feat: 6.952966690063477 (7.001153769766447) | > loss_mel: 16.063091278076172 (16.93670591123544) | > loss_duration: 2.2468841075897217 (2.0489984515366277) | > loss_1: 29.866369247436523 (30.48137630778513) | > grad_norm_1: tensor(205.9312, device='cuda:0') (tensor(194.3133, device='cuda:0')) | > current_lr_0: 0.00017900888406961526 | > current_lr_1: 0.00017900888406961526 | > step_time: 0.5209 (0.40246107471976306) | > loader_time: 0.0087 (0.004827131890946895)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4796605110168457 (2.4796605110168457) | > loss_disc_real_0: 0.13794508576393127 (0.13794508576393127) | > loss_disc_real_1: 0.1718314290046692 (0.1718314290046692) | > loss_disc_real_2: 0.34683749079704285 (0.34683749079704285) | > loss_disc_real_3: 0.26172471046447754 (0.26172471046447754) | > loss_disc_real_4: 0.3042583465576172 (0.3042583465576172) | > loss_disc_real_5: 0.2902257442474365 (0.2902257442474365) | > loss_0: 2.4796605110168457 (2.4796605110168457) | > loss_gen: 2.6287550926208496 (2.6287550926208496) | > loss_kl: 2.9752392768859863 (2.9752392768859863) | > loss_feat: 6.042476654052734 (6.042476654052734) | > loss_mel: 14.239909172058105 (14.239909172058105) | > loss_duration: 2.9518613815307617 (2.9518613815307617) | > loss_1: 28.838241577148438 (28.838241577148438)  --> STEP: 1 | > loss_disc: 2.3777647018432617 (2.3777647018432617) | > loss_disc_real_0: 0.17617836594581604 (0.17617836594581604) | > loss_disc_real_1: 0.21114197373390198 (0.21114197373390198) | > loss_disc_real_2: 0.16745547950267792 (0.16745547950267792) | > loss_disc_real_3: 0.2728586196899414 (0.2728586196899414) | > loss_disc_real_4: 0.24124902486801147 (0.24124902486801147) | > loss_disc_real_5: 0.2718298137187958 (0.2718298137187958) | > loss_0: 2.3777647018432617 (2.3777647018432617) | > loss_gen: 2.532614231109619 (2.532614231109619) | > loss_kl: 3.673682451248169 (3.673682451248169) | > loss_feat: 6.0583391189575195 (6.0583391189575195) | > loss_mel: 16.813196182250977 (16.813196182250977) | > loss_duration: 2.5180530548095703 (2.5180530548095703) | > loss_1: 31.595884323120117 (31.595884323120117)  --> STEP: 2 | > loss_disc: 2.4630990028381348 (2.4204318523406982) | > loss_disc_real_0: 0.10899139940738678 (0.1425848826766014) | > loss_disc_real_1: 0.2233913093805313 (0.21726664155721664) | > loss_disc_real_2: 0.3874119222164154 (0.27743370085954666) | > loss_disc_real_3: 0.2213333696126938 (0.2470959946513176) | > loss_disc_real_4: 0.23776786029338837 (0.23950844258069992) | > loss_disc_real_5: 0.2666761875152588 (0.2692530006170273) | > loss_0: 2.4630990028381348 (2.4204318523406982) | > loss_gen: 2.404855966567993 (2.468735098838806) | > loss_kl: 2.3894660472869873 (3.031574249267578) | > loss_feat: 5.003118991851807 (5.530729055404663) | > loss_mel: 18.376089096069336 (17.594642639160156) | > loss_duration: 2.4405360221862793 (2.479294538497925) | > loss_1: 30.614065170288086 (31.1049747467041)  --> STEP: 3 | > loss_disc: 2.4374828338623047 (2.4261155128479004) | > loss_disc_real_0: 0.13153274357318878 (0.1389008363087972) | > loss_disc_real_1: 0.19884240627288818 (0.21112522979577383) | > loss_disc_real_2: 0.21412207186222076 (0.2563298245271047) | > loss_disc_real_3: 0.20047713816165924 (0.2315563758214315) | > loss_disc_real_4: 0.2071152776479721 (0.2287107209364573) | > loss_disc_real_5: 0.1907242387533188 (0.2430767466624578) | > loss_0: 2.4374828338623047 (2.4261155128479004) | > loss_gen: 2.083867311477661 (2.3404458363850913) | > loss_kl: 3.935800552368164 (3.3329830169677734) | > loss_feat: 5.968811511993408 (5.676756540934245) | > loss_mel: 15.777948379516602 (16.989077885945637) | > loss_duration: 2.3715405464172363 (2.4433765411376953) | > loss_1: 30.137968063354492 (30.782639185587566)  --> STEP: 4 | > loss_disc: 2.63647723197937 (2.478705942630768) | > loss_disc_real_0: 0.12239372730255127 (0.13477405905723572) | > loss_disc_real_1: 0.2186504304409027 (0.21300652995705605) | > loss_disc_real_2: 0.35457417368888855 (0.28089091181755066) | > loss_disc_real_3: 0.2635200321674347 (0.23954728990793228) | > loss_disc_real_4: 0.2579248547554016 (0.2360142543911934) | > loss_disc_real_5: 0.24901555478572845 (0.24456144869327545) | > loss_0: 2.63647723197937 (2.478705942630768) | > loss_gen: 2.287688732147217 (2.3272565603256226) | > loss_kl: 4.174317836761475 (3.5433167219161987) | > loss_feat: 7.723626613616943 (6.188474059104919) | > loss_mel: 18.3182430267334 (17.321369171142578) | > loss_duration: 2.3708600997924805 (2.4252474308013916) | > loss_1: 34.87473678588867 (31.805663585662842)  --> STEP: 5 | > loss_disc: 2.820059299468994 (2.546976613998413) | > loss_disc_real_0: 0.2631635367870331 (0.1604519546031952) | > loss_disc_real_1: 0.28688180446624756 (0.22778158485889435) | > loss_disc_real_2: 0.3018495738506317 (0.28508264422416685) | > loss_disc_real_3: 0.30525413155555725 (0.2526886582374573) | > loss_disc_real_4: 0.22394485771656036 (0.2336003750562668) | > loss_disc_real_5: 0.2904700040817261 (0.25374315977096557) | > loss_0: 2.820059299468994 (2.546976613998413) | > loss_gen: 2.383899211883545 (2.338585090637207) | > loss_kl: 3.2555997371673584 (3.4857733249664307) | > loss_feat: 4.607778072357178 (5.8723348617553714) | > loss_mel: 18.502586364746094 (17.55761260986328) | > loss_duration: 2.40763521194458 (2.4217249870300295) | > loss_1: 31.15749740600586 (31.676030349731445)  --> STEP: 6 | > loss_disc: 2.3038392066955566 (2.5064537127812705) | > loss_disc_real_0: 0.04397175833582878 (0.14103858855863413) | > loss_disc_real_1: 0.2555444836616516 (0.23240873465935388) | > loss_disc_real_2: 0.29351475834846497 (0.28648799657821655) | > loss_disc_real_3: 0.24859319627285004 (0.25200608124335605) | > loss_disc_real_4: 0.22498300671577454 (0.23216414699951807) | > loss_disc_real_5: 0.22089068591594696 (0.2482677474617958) | > loss_0: 2.3038392066955566 (2.5064537127812705) | > loss_gen: 2.736409902572632 (2.404889225959778) | > loss_kl: 2.5170083045959473 (3.3243124882380166) | > loss_feat: 6.4648261070251465 (5.971083402633667) | > loss_mel: 17.449480056762695 (17.53959051767985) | > loss_duration: 2.2735061645507812 (2.3970218499501548) | > loss_1: 31.44123077392578 (31.636897087097168)  --> STEP: 7 | > loss_disc: 2.054314136505127 (2.4418623447418213) | > loss_disc_real_0: 0.08813825249671936 (0.1334813976926463) | > loss_disc_real_1: 0.1963406354188919 (0.2272561490535736) | > loss_disc_real_2: 0.29979434609413147 (0.28838890365191866) | > loss_disc_real_3: 0.21700184047222137 (0.24700547541890824) | > loss_disc_real_4: 0.13577310740947723 (0.2183939984866551) | > loss_disc_real_5: 0.13898733258247375 (0.23265625962189265) | > loss_0: 2.054314136505127 (2.4418623447418213) | > loss_gen: 2.5777359008789062 (2.4295816080910817) | > loss_kl: 4.6238250732421875 (3.5099571432386125) | > loss_feat: 7.498730182647705 (6.189318656921387) | > loss_mel: 20.949325561523438 (18.02669552394322) | > loss_duration: 2.588927745819092 (2.4244369779314314) | > loss_1: 38.23854446411133 (32.57998956952776)  --> STEP: 8 | > loss_disc: 2.173779249191284 (2.408351957798004) | > loss_disc_real_0: 0.09804291278123856 (0.12905158707872033) | > loss_disc_real_1: 0.19662386178970337 (0.22342711314558983) | > loss_disc_real_2: 0.1579708755016327 (0.27208665013313293) | > loss_disc_real_3: 0.11726971715688705 (0.2307885056361556) | > loss_disc_real_4: 0.14724208414554596 (0.20950000919401646) | > loss_disc_real_5: 0.18268851935863495 (0.22641029208898544) | > loss_0: 2.173779249191284 (2.408351957798004) | > loss_gen: 2.3088316917419434 (2.4144878685474396) | > loss_kl: 3.1925690174102783 (3.470283627510071) | > loss_feat: 11.210132598876953 (6.8169203996658325) | > loss_mel: 19.20988655090332 (18.174594402313232) | > loss_duration: 2.2531161308288574 (2.4030218720436096) | > loss_1: 38.17453384399414 (33.27930760383606)  --> STEP: 9 | > loss_disc: 2.7214601039886475 (2.4431417518191867) | > loss_disc_real_0: 0.18467888236045837 (0.13523239766558012) | > loss_disc_real_1: 0.2458077371120453 (0.22591384914186266) | > loss_disc_real_2: 0.3590697646141052 (0.28175144063101876) | > loss_disc_real_3: 0.26731789112091064 (0.23484732624557283) | > loss_disc_real_4: 0.2370305061340332 (0.21255895329846275) | > loss_disc_real_5: 0.2529934048652649 (0.22936397128634983) | > loss_0: 2.7214601039886475 (2.4431417518191867) | > loss_gen: 2.4296000003814697 (2.416166994306776) | > loss_kl: 2.6257998943328857 (3.376452101601495) | > loss_feat: 5.720940113067627 (6.695144812266032) | > loss_mel: 18.231334686279297 (18.180898878309463) | > loss_duration: 2.1832432746887207 (2.3786020278930664) | > loss_1: 31.19091796875 (33.04726431104872)  --> STEP: 10 | > loss_disc: 2.6141750812530518 (2.4602450847625734) | > loss_disc_real_0: 0.09505429863929749 (0.13121458776295186) | > loss_disc_real_1: 0.23528140783309937 (0.22685060501098633) | > loss_disc_real_2: 0.33355513215065 (0.2869318097829819) | > loss_disc_real_3: 0.25948119163513184 (0.23731071278452873) | > loss_disc_real_4: 0.2247423231601715 (0.21377729028463363) | > loss_disc_real_5: 0.2305217683315277 (0.22947975099086762) | > loss_0: 2.6141750812530518 (2.4602450847625734) | > loss_gen: 2.2579262256622314 (2.400342917442322) | > loss_kl: 3.1665563583374023 (3.3554625272750855) | > loss_feat: 6.1255645751953125 (6.63818678855896) | > loss_mel: 16.465076446533203 (18.009316635131835) | > loss_duration: 2.4429965019226074 (2.3850414752960205) | > loss_1: 30.45812225341797 (32.788350105285645)  --> STEP: 11 | > loss_disc: 2.692436456680298 (2.4813533913005483) | > loss_disc_real_0: 0.2215263843536377 (0.13942475108937782) | > loss_disc_real_1: 0.20296381413936615 (0.22467907856811176) | > loss_disc_real_2: 0.26864734292030334 (0.28526958552273834) | > loss_disc_real_3: 0.26846885681152344 (0.24014327133243735) | > loss_disc_real_4: 0.22812166810035706 (0.21508132463151758) | > loss_disc_real_5: 0.24717232584953308 (0.23108816688710992) | > loss_0: 2.692436456680298 (2.4813533913005483) | > loss_gen: 2.138779640197754 (2.3765644376928154) | > loss_kl: 3.7559139728546143 (3.3918672041459517) | > loss_feat: 5.458790302276611 (6.530968926169655) | > loss_mel: 16.5496768951416 (17.876622113314543) | > loss_duration: 2.469839334487915 (2.392750371586193) | > loss_1: 30.37299919128418 (32.56877274946733)  --> STEP: 12 | > loss_disc: 3.07405686378479 (2.530745347340902) | > loss_disc_real_0: 0.22110992670059204 (0.146231849056979) | > loss_disc_real_1: 0.21667954325675964 (0.2240124506254991) | > loss_disc_real_2: 0.3233761489391327 (0.2884451324741045) | > loss_disc_real_3: 0.2606794834136963 (0.24185462233920893) | > loss_disc_real_4: 0.22594036161899567 (0.2159862443804741) | > loss_disc_real_5: 0.296848863363266 (0.2365682249267896) | > loss_0: 3.07405686378479 (2.530745347340902) | > loss_gen: 1.9405105113983154 (2.3402266105016074) | > loss_kl: 3.2276151180267334 (3.3781795303026834) | > loss_feat: 5.887728214263916 (6.477365533510844) | > loss_mel: 16.584749221801758 (17.76896603902181) | > loss_duration: 2.2935452461242676 (2.384483277797699) | > loss_1: 29.934146881103516 (32.34922059377035)  --> STEP: 13 | > loss_disc: 2.3036046028137207 (2.5132729823772726) | > loss_disc_real_0: 0.11492828279733658 (0.1438238824216219) | > loss_disc_real_1: 0.24430453777313232 (0.22557338040608627) | > loss_disc_real_2: 0.29875487089157104 (0.2892381892754481) | > loss_disc_real_3: 0.24723497033119202 (0.24226849526166916) | > loss_disc_real_4: 0.216456800699234 (0.2160224410203787) | > loss_disc_real_5: 0.23427905142307281 (0.23639213465727293) | > loss_0: 2.3036046028137207 (2.5132729823772726) | > loss_gen: 2.813399314880371 (2.376624510838435) | > loss_kl: 2.9934990406036377 (3.3485887234027567) | > loss_feat: 7.702295303344727 (6.571590900421143) | > loss_mel: 17.981645584106445 (17.78532600402832) | > loss_duration: 2.262479543685913 (2.3750983751737156) | > loss_1: 33.753318786621094 (32.45722814706656)  --> STEP: 14 | > loss_disc: 2.6739134788513184 (2.52474730355399) | > loss_disc_real_0: 0.11043202131986618 (0.1414387494857822) | > loss_disc_real_1: 0.19685813784599304 (0.22352229165179388) | > loss_disc_real_2: 0.30997511744499207 (0.2907193984304155) | > loss_disc_real_3: 0.23059336841106415 (0.2414345576294831) | > loss_disc_real_4: 0.24675558507442474 (0.21821766559566771) | > loss_disc_real_5: 0.27208560705184937 (0.23894166839974268) | > loss_0: 2.6739134788513184 (2.52474730355399) | > loss_gen: 2.059887409210205 (2.3540004321507046) | > loss_kl: 4.490873336791992 (3.430180481501988) | > loss_feat: 6.452138900756836 (6.563058614730835) | > loss_mel: 18.607946395874023 (17.84408460344587) | > loss_duration: 2.451399087905884 (2.380548426083156) | > loss_1: 34.0622444152832 (32.571872166224885)  --> STEP: 15 | > loss_disc: 2.4043750762939453 (2.51672248840332) | > loss_disc_real_0: 0.1164286732673645 (0.13977141107122104) | > loss_disc_real_1: 0.22536389529705048 (0.22364506522814434) | > loss_disc_real_2: 0.4144115447998047 (0.2989655415217081) | > loss_disc_real_3: 0.25433099269866943 (0.24229431996742884) | > loss_disc_real_4: 0.22570158541202545 (0.21871659358342488) | > loss_disc_real_5: 0.16111044585704803 (0.2337529202302297) | > loss_0: 2.4043750762939453 (2.51672248840332) | > loss_gen: 2.779816150665283 (2.382388146718343) | > loss_kl: 3.5050597190856934 (3.435172430674235) | > loss_feat: 7.5043487548828125 (6.625811290740967) | > loss_mel: 18.383249282836914 (17.880028915405273) | > loss_duration: 2.408081293106079 (2.382383950551351) | > loss_1: 34.5805549621582 (32.70578435262044)  --> STEP: 16 | > loss_disc: 2.676302671432495 (2.5266962498426437) | > loss_disc_real_0: 0.16220444440841675 (0.14117347565479577) | > loss_disc_real_1: 0.2621070444583893 (0.22604893893003464) | > loss_disc_real_2: 0.2843352258205414 (0.2980511467903852) | > loss_disc_real_3: 0.2136663943529129 (0.2405050746165216) | > loss_disc_real_4: 0.2157457023859024 (0.21853091288357973) | > loss_disc_real_5: 0.2724741995334625 (0.23617300018668175) | > loss_0: 2.676302671432495 (2.5266962498426437) | > loss_gen: 2.0724589824676514 (2.363017573952675) | > loss_kl: 3.326162338256836 (3.4283592998981476) | > loss_feat: 6.00295877456665 (6.586883008480072) | > loss_mel: 13.173026084899902 (17.585841238498688) | > loss_duration: 2.3677051067352295 (2.3814665228128433) | > loss_1: 26.942310333251953 (32.34556722640991)  --> STEP: 17 | > loss_disc: 2.75504732131958 (2.540128665811875) | > loss_disc_real_0: 0.12721455097198486 (0.14035236243815982) | > loss_disc_real_1: 0.256680428981781 (0.2278507912860197) | > loss_disc_real_2: 0.42106735706329346 (0.30528739445349745) | > loss_disc_real_3: 0.24513936042785645 (0.24077767966424718) | > loss_disc_real_4: 0.28533193469047546 (0.2224603847545736) | > loss_disc_real_5: 0.37088292837142944 (0.24409711360931396) | > loss_0: 2.75504732131958 (2.540128665811875) | > loss_gen: 2.4947187900543213 (2.370764704311595) | > loss_kl: 2.2769083976745605 (3.3606268938849952) | > loss_feat: 5.77775764465332 (6.5392873988432045) | > loss_mel: 17.2466983795166 (17.565891658558566) | > loss_duration: 2.5085947513580322 (2.388944653903737) | > loss_1: 30.304677963256836 (32.22551491681267)  --> STEP: 18 | > loss_disc: 2.445176839828491 (2.534853564368354) | > loss_disc_real_0: 0.04283306375145912 (0.13493462362223202) | > loss_disc_real_1: 0.20781996846199036 (0.22673796779579586) | > loss_disc_real_2: 0.19648879766464233 (0.2992430279652277) | > loss_disc_real_3: 0.22844180464744568 (0.24009235327442488) | > loss_disc_real_4: 0.20890851318836212 (0.22170750300089517) | > loss_disc_real_5: 0.2789197862148285 (0.24603170653184256) | > loss_0: 2.445176839828491 (2.534853564368354) | > loss_gen: 2.108053684234619 (2.356169647640652) | > loss_kl: 3.1142592430114746 (3.3469398021698) | > loss_feat: 7.901766300201416 (6.6149806711408825) | > loss_mel: 16.655109405517578 (17.515292644500732) | > loss_duration: 2.2785701751708984 (2.382812738418579) | > loss_1: 32.05775833129883 (32.21619510650635)  --> STEP: 19 | > loss_disc: 2.4009885787963867 (2.527808038811935) | > loss_disc_real_0: 0.08154881000518799 (0.13212484395817706) | > loss_disc_real_1: 0.12631991505622864 (0.22145280712529233) | > loss_disc_real_2: 0.33617162704467773 (0.3011866384430935) | > loss_disc_real_3: 0.18882979452610016 (0.2373943238666183) | > loss_disc_real_4: 0.1600925475358963 (0.21846461060800051) | > loss_disc_real_5: 0.13932068645954132 (0.240415337054353) | > loss_0: 2.4009885787963867 (2.527808038811935) | > loss_gen: 2.2477588653564453 (2.350463816994115) | > loss_kl: 2.374882936477661 (3.2957789145017924) | > loss_feat: 9.663758277893066 (6.77544265044363) | > loss_mel: 17.976587295532227 (17.539571310344495) | > loss_duration: 2.372304916381836 (2.3822596951534876) | > loss_1: 34.635292053222656 (32.34351599843878)  --> STEP: 20 | > loss_disc: 2.469210624694824 (2.5248781681060795) | > loss_disc_real_0: 0.19165846705436707 (0.13510152511298656) | > loss_disc_real_1: 0.26119890809059143 (0.22344011217355728) | > loss_disc_real_2: 0.31510570645332336 (0.301882591843605) | > loss_disc_real_3: 0.2209516018629074 (0.23657218776643277) | > loss_disc_real_4: 0.20065994560718536 (0.21757437735795976) | > loss_disc_real_5: 0.20260688662528992 (0.23852491453289987) | > loss_0: 2.469210624694824 (2.5248781681060795) | > loss_gen: 2.432435989379883 (2.3545624256134032) | > loss_kl: 2.715853214263916 (3.2667826294898985) | > loss_feat: 4.828530311584473 (6.678097033500672) | > loss_mel: 17.615854263305664 (17.543385457992553) | > loss_duration: 2.304452657699585 (2.3783693432807924) | > loss_1: 29.897127151489258 (32.22119655609131)  --> STEP: 21 | > loss_disc: 2.4489879608154297 (2.5212643487112865) | > loss_disc_real_0: 0.06312784552574158 (0.13167420703740346) | > loss_disc_real_1: 0.25118058919906616 (0.2247610872700101) | > loss_disc_real_2: 0.34701454639434814 (0.3040317325364975) | > loss_disc_real_3: 0.22859396040439606 (0.23619227217776434) | > loss_disc_real_4: 0.2428828328847885 (0.21877954190685636) | > loss_disc_real_5: 0.22503186762332916 (0.23788238848958695) | > loss_0: 2.4489879608154297 (2.5212643487112865) | > loss_gen: 2.375200033187866 (2.355545168831235) | > loss_kl: 2.4670770168304443 (3.2287014098394486) | > loss_feat: 6.66788911819458 (6.67761094229562) | > loss_mel: 15.607979774475098 (17.45122328258696) | > loss_duration: 2.1868410110473633 (2.369248946507772) | > loss_1: 29.304988861083984 (32.08232952299572)  --> STEP: 22 | > loss_disc: 2.513922691345215 (2.5209306370128286) | > loss_disc_real_0: 0.14687597751617432 (0.13236519660462032) | > loss_disc_real_1: 0.2149689942598343 (0.2243159921331839) | > loss_disc_real_2: 0.24719567596912384 (0.30144827541979874) | > loss_disc_real_3: 0.22755073010921478 (0.2357994748110121) | > loss_disc_real_4: 0.2374950647354126 (0.21963024748997254) | > loss_disc_real_5: 0.3115884065628052 (0.2412326620383696) | > loss_0: 2.513922691345215 (2.5209306370128286) | > loss_gen: 2.301091432571411 (2.3530699990012427) | > loss_kl: 2.2093465328216553 (3.1823670972477305) | > loss_feat: 5.690502643585205 (6.632742383263328) | > loss_mel: 17.025571823120117 (17.43187548897483) | > loss_duration: 2.1968138217926025 (2.361410986293446) | > loss_1: 29.42332649230957 (31.961465748873625)  --> STEP: 23 | > loss_disc: 2.620525598526001 (2.5252608527307925) | > loss_disc_real_0: 0.21584069728851318 (0.1359945661995722) | > loss_disc_real_1: 0.32622382044792175 (0.22874676727730295) | > loss_disc_real_2: 0.2939973771572113 (0.30112432332142536) | > loss_disc_real_3: 0.2389713078737259 (0.23593738059634747) | > loss_disc_real_4: 0.19203048944473267 (0.21843025800974472) | > loss_disc_real_5: 0.21794138848781586 (0.24021999797095422) | > loss_0: 2.620525598526001 (2.5252608527307925) | > loss_gen: 2.38859224319458 (2.3546144444009527) | > loss_kl: 2.9666850566864014 (3.172989617223325) | > loss_feat: 6.02341365814209 (6.6062498299971875) | > loss_mel: 15.655389785766602 (17.354636980139688) | > loss_duration: 2.299412727355957 (2.358715409817903) | > loss_1: 29.333492279052734 (31.847206032794453)  --> STEP: 24 | > loss_disc: 2.7397427558898926 (2.534197598695755) | > loss_disc_real_0: 0.1678428053855896 (0.13732157616565627) | > loss_disc_real_1: 0.30188408493995667 (0.23179415551324686) | > loss_disc_real_2: 0.4285929501056671 (0.3064355161041021) | > loss_disc_real_3: 0.28878095746040344 (0.23813919629901648) | > loss_disc_real_4: 0.2386886477470398 (0.219274357582132) | > loss_disc_real_5: 0.2565136253833771 (0.24089889911313853) | > loss_0: 2.7397427558898926 (2.534197598695755) | > loss_gen: 2.5727925300598145 (2.363705197970072) | > loss_kl: 2.4969732761383057 (3.144822269678116) | > loss_feat: 5.24174690246582 (6.549395541350047) | > loss_mel: 16.179489135742188 (17.305672486623127) | > loss_duration: 2.42933988571167 (2.3616580963134766) | > loss_1: 28.92034149169922 (31.725253343582153)  --> STEP: 25 | > loss_disc: 2.549677610397339 (2.5348167991638184) | > loss_disc_real_0: 0.13812613487243652 (0.13735375851392748) | > loss_disc_real_1: 0.1932287961244583 (0.2302515411376953) | > loss_disc_real_2: 0.21420416235923767 (0.3027462619543075) | > loss_disc_real_3: 0.2014530599117279 (0.23667175084352493) | > loss_disc_real_4: 0.21130311489105225 (0.21895550787448884) | > loss_disc_real_5: 0.2485457807779312 (0.24120477437973023) | > loss_0: 2.549677610397339 (2.5348167991638184) | > loss_gen: 2.081310749053955 (2.3524094200134273) | > loss_kl: 2.850928544998169 (3.133066520690918) | > loss_feat: 6.452882289886475 (6.545535011291504) | > loss_mel: 16.338130950927734 (17.266970825195312) | > loss_duration: 2.3958239555358887 (2.363024730682373) | > loss_1: 30.119075775146484 (31.661006240844728)  --> STEP: 26 | > loss_disc: 2.811391830444336 (2.5454543003669152) | > loss_disc_real_0: 0.18387237191200256 (0.13914293595231497) | > loss_disc_real_1: 0.21045510470867157 (0.229490139736579) | > loss_disc_real_2: 0.2532701790332794 (0.3008433356881141) | > loss_disc_real_3: 0.2247677445411682 (0.23621390444728044) | > loss_disc_real_4: 0.23132801055908203 (0.2194313733623578) | > loss_disc_real_5: 0.2249697595834732 (0.24058035073372033) | > loss_0: 2.811391830444336 (2.5454543003669152) | > loss_gen: 1.6980847120285034 (2.3272430850909305) | > loss_kl: 2.773715019226074 (3.119245309096116) | > loss_feat: 3.267636299133301 (6.419461983900804) | > loss_mel: 8.472785949707031 (16.92873294536884) | > loss_duration: 2.2749013900756836 (2.3596353714282694) | > loss_1: 18.48712158203125 (31.154318369351902) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024717587691086987 (+0.00012969053708590007) | > avg_loss_disc: 2.5454543003669152 (+0.01678611682011555) | > avg_loss_disc_real_0: 0.13914293595231497 (+0.004323693708731563) | > avg_loss_disc_real_1: 0.229490139736579 (-0.04971089787208116) | > avg_loss_disc_real_2: 0.3008433356881141 (+0.010804398128619552) | > avg_loss_disc_real_3: 0.23621390444728044 (-0.03585465968801435) | > avg_loss_disc_real_4: 0.2194313733623578 (-0.03251419273706585) | > avg_loss_disc_real_5: 0.24058035073372033 (-0.03666265136920491) | > avg_loss_0: 2.5454543003669152 (+0.01678611682011555) | > avg_loss_gen: 2.3272430850909305 (-0.2446977587846617) | > avg_loss_kl: 3.119245309096116 (+0.03770719124720623) | > avg_loss_feat: 6.419461983900804 (-0.6034144254831171) | > avg_loss_mel: 16.92873294536884 (-0.20418181786170564) | > avg_loss_duration: 2.3596353714282694 (-0.01267585387596748) | > avg_loss_1: 31.154318369351902 (-1.0272626143235222)  > EPOCH: 888/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:35:47)   --> TIME: 2024-06-12 06:35:52 -- STEP: 9/330 -- GLOBAL_STEP: 381050 | > loss_disc: 2.446953535079956 (2.325728257497152) | > loss_disc_real_0: 0.1092008650302887 (0.10234983844889535) | > loss_disc_real_1: 0.20817556977272034 (0.19136175016562143) | > loss_disc_real_2: 0.21255509555339813 (0.2260935836368137) | > loss_disc_real_3: 0.24362756311893463 (0.2283326503303316) | > loss_disc_real_4: 0.27136462926864624 (0.22618601222832999) | > loss_disc_real_5: 0.2641489803791046 (0.22466744979222616) | > loss_0: 2.446953535079956 (2.325728257497152) | > grad_norm_0: tensor(6.1255, device='cuda:0') (tensor(6.7902, device='cuda:0')) | > loss_gen: 2.3791890144348145 (2.4881054560343423) | > loss_kl: 1.7472128868103027 (1.9080550803078546) | > loss_feat: 6.286431789398193 (6.996579647064209) | > loss_mel: 17.442596435546875 (17.821040471394856) | > loss_duration: 2.047032356262207 (2.09571999973721) | > loss_1: 29.902462005615234 (31.30950101216634) | > grad_norm_1: tensor(82.9151, device='cuda:0') (tensor(77.5671, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3532 (0.3750323984358046) | > loader_time: 0.0027 (0.0033816761440700954)  --> TIME: 2024-06-12 06:36:01 -- STEP: 34/330 -- GLOBAL_STEP: 381075 | > loss_disc: 2.2784242630004883 (2.323615999782787) | > loss_disc_real_0: 0.09915724396705627 (0.10240622609853745) | > loss_disc_real_1: 0.18333739042282104 (0.19171255388680628) | > loss_disc_real_2: 0.20226351916790009 (0.21112463886246963) | > loss_disc_real_3: 0.20645077526569366 (0.22796241676106171) | > loss_disc_real_4: 0.21762770414352417 (0.23090673851616242) | > loss_disc_real_5: 0.2107723206281662 (0.21962538186241598) | > loss_0: 2.2784242630004883 (2.323615999782787) | > grad_norm_0: tensor(8.3217, device='cuda:0') (tensor(7.4459, device='cuda:0')) | > loss_gen: 2.519745111465454 (2.5062544065363266) | > loss_kl: 2.070732831954956 (1.9570234067299788) | > loss_feat: 7.765568733215332 (7.072121017119464) | > loss_mel: 17.592622756958008 (17.380858533522662) | > loss_duration: 1.9917497634887695 (2.0009937321438507) | > loss_1: 31.940418243408203 (30.917251250323126) | > grad_norm_1: tensor(68.4913, device='cuda:0') (tensor(85.1795, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3825 (0.3684820848352769) | > loader_time: 0.0031 (0.0033634760800529927)  --> TIME: 2024-06-12 06:36:11 -- STEP: 59/330 -- GLOBAL_STEP: 381100 | > loss_disc: 2.4117937088012695 (2.335037974988) | > loss_disc_real_0: 0.09681705385446548 (0.10284874089441057) | > loss_disc_real_1: 0.24569201469421387 (0.19245566857063165) | > loss_disc_real_2: 0.18442019820213318 (0.21292963371438495) | > loss_disc_real_3: 0.21978679299354553 (0.22763817946789627) | > loss_disc_real_4: 0.22687670588493347 (0.23209512385271364) | > loss_disc_real_5: 0.2434370517730713 (0.2216654177439415) | > loss_0: 2.4117937088012695 (2.335037974988) | > grad_norm_0: tensor(12.5445, device='cuda:0') (tensor(7.7748, device='cuda:0')) | > loss_gen: 2.48195219039917 (2.505575959965334) | > loss_kl: 2.002408504486084 (1.9646943464117534) | > loss_feat: 6.767172336578369 (7.084746902271853) | > loss_mel: 16.875015258789062 (17.321059792728754) | > loss_duration: 1.9631340503692627 (1.9851225715572551) | > loss_1: 30.089683532714844 (30.86119978306657) | > grad_norm_1: tensor(129.5468, device='cuda:0') (tensor(83.7373, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3698 (0.36882022275763043) | > loader_time: 0.0043 (0.0035495151907710704)  --> TIME: 2024-06-12 06:36:20 -- STEP: 84/330 -- GLOBAL_STEP: 381125 | > loss_disc: 2.3482251167297363 (2.338712419782366) | > loss_disc_real_0: 0.15129773318767548 (0.10532469679379747) | > loss_disc_real_1: 0.226203054189682 (0.19318323564671336) | > loss_disc_real_2: 0.22256791591644287 (0.21226682957439197) | > loss_disc_real_3: 0.19859465956687927 (0.2274039038235233) | > loss_disc_real_4: 0.22467933595180511 (0.23059918731451035) | > loss_disc_real_5: 0.21752998232841492 (0.22186061083560898) | > loss_0: 2.3482251167297363 (2.338712419782366) | > grad_norm_0: tensor(15.2729, device='cuda:0') (tensor(8.3338, device='cuda:0')) | > loss_gen: 2.6322906017303467 (2.498265348729633) | > loss_kl: 2.125066041946411 (1.9743382817222959) | > loss_feat: 7.063318729400635 (7.051210363705953) | > loss_mel: 17.30562973022461 (17.228890157881242) | > loss_duration: 2.049776554107666 (1.9791844685872395) | > loss_1: 31.17608070373535 (30.731888725644065) | > grad_norm_1: tensor(210.4835, device='cuda:0') (tensor(85.9756, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3659 (0.3706875358309064) | > loader_time: 0.0038 (0.003650344553447905)  --> TIME: 2024-06-12 06:36:30 -- STEP: 109/330 -- GLOBAL_STEP: 381150 | > loss_disc: 2.23990535736084 (2.349046569351755) | > loss_disc_real_0: 0.1054869145154953 (0.10774016752839088) | > loss_disc_real_1: 0.18903736770153046 (0.19458388202234145) | > loss_disc_real_2: 0.2014680951833725 (0.21258485057485213) | > loss_disc_real_3: 0.2272365838289261 (0.22812657427350316) | > loss_disc_real_4: 0.22764737904071808 (0.23114665385779984) | > loss_disc_real_5: 0.20356309413909912 (0.22165333431795103) | > loss_0: 2.23990535736084 (2.349046569351755) | > grad_norm_0: tensor(7.2529, device='cuda:0') (tensor(9.4129, device='cuda:0')) | > loss_gen: 2.690108060836792 (2.4869747883682947) | > loss_kl: 2.052459478378296 (1.9871969846410489) | > loss_feat: 7.242367267608643 (7.008113861083984) | > loss_mel: 17.255556106567383 (17.191640486411018) | > loss_duration: 1.9245539903640747 (1.98112110697895) | > loss_1: 31.1650447845459 (30.655047285447427) | > grad_norm_1: tensor(104.8780, device='cuda:0') (tensor(107.9881, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3742 (0.3720798689291018) | > loader_time: 0.0038 (0.0037192948367617547)  --> TIME: 2024-06-12 06:36:40 -- STEP: 134/330 -- GLOBAL_STEP: 381175 | > loss_disc: 2.371049642562866 (2.3459194169115656) | > loss_disc_real_0: 0.10676096379756927 (0.10835321350440161) | > loss_disc_real_1: 0.18142691254615784 (0.1936648807196475) | > loss_disc_real_2: 0.19761572778224945 (0.21215349269002232) | > loss_disc_real_3: 0.21594692766666412 (0.22802808246950604) | > loss_disc_real_4: 0.21759873628616333 (0.23120361232935494) | > loss_disc_real_5: 0.22369544208049774 (0.22138370273273383) | > loss_0: 2.371049642562866 (2.3459194169115656) | > grad_norm_0: tensor(9.3922, device='cuda:0') (tensor(10.2630, device='cuda:0')) | > loss_gen: 2.508549213409424 (2.4931410657825754) | > loss_kl: 2.1710257530212402 (1.9964849726477665) | > loss_feat: 7.560922622680664 (7.016438217305425) | > loss_mel: 16.947429656982422 (17.21653015933821) | > loss_duration: 2.0095396041870117 (1.985882747529158) | > loss_1: 31.197467803955078 (30.70847719107101) | > grad_norm_1: tensor(112.9639, device='cuda:0') (tensor(127.1089, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3714 (0.37435635701933906) | > loader_time: 0.0041 (0.0038045431250956522)  --> TIME: 2024-06-12 06:36:50 -- STEP: 159/330 -- GLOBAL_STEP: 381200 | > loss_disc: 2.4249250888824463 (2.3509546885700323) | > loss_disc_real_0: 0.15275683999061584 (0.11008235088215686) | > loss_disc_real_1: 0.18172387778759003 (0.19397932000505097) | > loss_disc_real_2: 0.2434321492910385 (0.21225893647415836) | > loss_disc_real_3: 0.2461540699005127 (0.22857674262808553) | > loss_disc_real_4: 0.24630700051784515 (0.2316813828810206) | > loss_disc_real_5: 0.23879466950893402 (0.2207272479181769) | > loss_0: 2.4249250888824463 (2.3509546885700323) | > grad_norm_0: tensor(32.2716, device='cuda:0') (tensor(12.1362, device='cuda:0')) | > loss_gen: 2.4850127696990967 (2.489641966309937) | > loss_kl: 1.9446722269058228 (2.005202868449613) | > loss_feat: 6.8770647048950195 (7.00030905945496) | > loss_mel: 16.951047897338867 (17.17721189342956) | > loss_duration: 2.0247812271118164 (1.9901374930855613) | > loss_1: 30.282577514648438 (30.662503320466048) | > grad_norm_1: tensor(367.7466, device='cuda:0') (tensor(153.5035, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3787 (0.375387265247369) | > loader_time: 0.0052 (0.0038908307657301803)  --> TIME: 2024-06-12 06:37:00 -- STEP: 184/330 -- GLOBAL_STEP: 381225 | > loss_disc: 2.3840253353118896 (2.3520445525646183) | > loss_disc_real_0: 0.13086852431297302 (0.11095548572990559) | > loss_disc_real_1: 0.18780258297920227 (0.19423159284760122) | > loss_disc_real_2: 0.2071698158979416 (0.21186793344500277) | > loss_disc_real_3: 0.221963033080101 (0.22863452646719373) | > loss_disc_real_4: 0.21079778671264648 (0.23201287286761013) | > loss_disc_real_5: 0.19690920412540436 (0.22078440694705295) | > loss_0: 2.3840253353118896 (2.3520445525646183) | > grad_norm_0: tensor(13.6240, device='cuda:0') (tensor(14.0934, device='cuda:0')) | > loss_gen: 2.441981792449951 (2.4912413889947147) | > loss_kl: 1.95753812789917 (2.0101854393015737) | > loss_feat: 6.529088973999023 (6.985972616983497) | > loss_mel: 16.15572738647461 (17.137250889902543) | > loss_duration: 2.035698652267456 (1.9977581909169322) | > loss_1: 29.12003517150879 (30.622408493705418) | > grad_norm_1: tensor(354.9514, device='cuda:0') (tensor(185.1725, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3961 (0.3772881251314413) | > loader_time: 0.0047 (0.003986718861953071)  --> TIME: 2024-06-12 06:37:10 -- STEP: 209/330 -- GLOBAL_STEP: 381250 | > loss_disc: 2.3385090827941895 (2.354593093315378) | > loss_disc_real_0: 0.12762627005577087 (0.11198522747632421) | > loss_disc_real_1: 0.21892398595809937 (0.19462809037934078) | > loss_disc_real_2: 0.19791188836097717 (0.21197277122137081) | > loss_disc_real_3: 0.2184356451034546 (0.22884573056652216) | > loss_disc_real_4: 0.2276182770729065 (0.23313455804112995) | > loss_disc_real_5: 0.20322737097740173 (0.22110078672758127) | > loss_0: 2.3385090827941895 (2.354593093315378) | > grad_norm_0: tensor(15.0693, device='cuda:0') (tensor(15.6160, device='cuda:0')) | > loss_gen: 2.6646664142608643 (2.4946530401421505) | > loss_kl: 2.0509161949157715 (2.015325508049231) | > loss_feat: 7.377082347869873 (7.0108768312554615) | > loss_mel: 16.639902114868164 (17.11206481331274) | > loss_duration: 2.099083662033081 (2.0058078132748034) | > loss_1: 30.83165168762207 (30.63872799120451) | > grad_norm_1: tensor(560.2775, device='cuda:0') (tensor(209.9937, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.3908 (0.37936470611243733) | > loader_time: 0.005 (0.004112422751467763)  --> TIME: 2024-06-12 06:37:20 -- STEP: 234/330 -- GLOBAL_STEP: 381275 | > loss_disc: 2.429011821746826 (2.35326479642819) | > loss_disc_real_0: 0.1385268270969391 (0.11271520212101632) | > loss_disc_real_1: 0.1878848671913147 (0.19431876633157077) | > loss_disc_real_2: 0.1923879235982895 (0.21194698495997327) | > loss_disc_real_3: 0.2409592866897583 (0.2288900898435177) | > loss_disc_real_4: 0.24943804740905762 (0.23264757983195475) | > loss_disc_real_5: 0.2414052039384842 (0.22013107591714612) | > loss_0: 2.429011821746826 (2.35326479642819) | > grad_norm_0: tensor(18.3363, device='cuda:0') (tensor(17.4708, device='cuda:0')) | > loss_gen: 2.3762588500976562 (2.496163106372214) | > loss_kl: 2.0788767337799072 (2.0212034776679486) | > loss_feat: 6.40774393081665 (6.999851169749203) | > loss_mel: 16.128494262695312 (17.071517227042452) | > loss_duration: 2.0750715732574463 (2.0149609456714392) | > loss_1: 29.06644630432129 (30.603695918352177) | > grad_norm_1: tensor(131.3900, device='cuda:0') (tensor(232.8790, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.4061 (0.382426120277144) | > loader_time: 0.0054 (0.004257346829797466)  --> TIME: 2024-06-12 06:37:31 -- STEP: 259/330 -- GLOBAL_STEP: 381300 | > loss_disc: 2.4718077182769775 (2.356771319068996) | > loss_disc_real_0: 0.18377187848091125 (0.11489864066243174) | > loss_disc_real_1: 0.2476724237203598 (0.19498358770457014) | > loss_disc_real_2: 0.22458234429359436 (0.21214609693836523) | > loss_disc_real_3: 0.24524801969528198 (0.2293672678438393) | > loss_disc_real_4: 0.26064836978912354 (0.232503402704898) | > loss_disc_real_5: 0.23681366443634033 (0.2197474987465442) | > loss_0: 2.4718077182769775 (2.356771319068996) | > grad_norm_0: tensor(37.0123, device='cuda:0') (tensor(19.0079, device='cuda:0')) | > loss_gen: 2.5460779666900635 (2.495621973943526) | > loss_kl: 2.072963237762451 (2.0269288547250763) | > loss_feat: 6.563194751739502 (7.003415803651552) | > loss_mel: 16.74526596069336 (17.041586971651185) | > loss_duration: 2.1350088119506836 (2.0233372698419334) | > loss_1: 30.062511444091797 (30.590890891763696) | > grad_norm_1: tensor(484.9784, device='cuda:0') (tensor(253.4022, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.4189 (0.38744413990771914) | > loader_time: 0.0061 (0.004412159496292643)  --> TIME: 2024-06-12 06:37:43 -- STEP: 284/330 -- GLOBAL_STEP: 381325 | > loss_disc: 2.3704328536987305 (2.356128554109116) | > loss_disc_real_0: 0.1259801685810089 (0.11566360605696979) | > loss_disc_real_1: 0.20870304107666016 (0.19499715669474132) | > loss_disc_real_2: 0.22577635943889618 (0.21186633948499048) | > loss_disc_real_3: 0.2162787765264511 (0.22899761103408436) | > loss_disc_real_4: 0.21738481521606445 (0.23216314844682184) | > loss_disc_real_5: 0.212687149643898 (0.21983983288978182) | > loss_0: 2.3704328536987305 (2.356128554109116) | > grad_norm_0: tensor(31.0569, device='cuda:0') (tensor(19.6985, device='cuda:0')) | > loss_gen: 2.430060386657715 (2.491905882324971) | > loss_kl: 2.0270888805389404 (2.0334941979864958) | > loss_feat: 6.684638023376465 (6.996079931796437) | > loss_mel: 16.49444580078125 (16.993316539576366) | > loss_duration: 2.1498520374298096 (2.033503468187761) | > loss_1: 29.786087036132812 (30.54830004463733) | > grad_norm_1: tensor(414.6594, device='cuda:0') (tensor(268.2320, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.4433 (0.3925843683766649) | > loader_time: 0.0064 (0.004563265283342816)  --> TIME: 2024-06-12 06:37:55 -- STEP: 309/330 -- GLOBAL_STEP: 381350 | > loss_disc: 2.41601300239563 (2.362325625126415) | > loss_disc_real_0: 0.12510067224502563 (0.11707382341756406) | > loss_disc_real_1: 0.20224788784980774 (0.19583623439170011) | > loss_disc_real_2: 0.2182496041059494 (0.21200309158528893) | > loss_disc_real_3: 0.21921396255493164 (0.2292874833526735) | > loss_disc_real_4: 0.23637868463993073 (0.23266578458466577) | > loss_disc_real_5: 0.23514194786548615 (0.22039556758882153) | > loss_0: 2.41601300239563 (2.362325625126415) | > grad_norm_0: tensor(30.6223, device='cuda:0') (tensor(20.1678, device='cuda:0')) | > loss_gen: 2.514430046081543 (2.4853154933954125) | > loss_kl: 2.04048490524292 (2.037728827748097) | > loss_feat: 7.033627033233643 (6.995859818936937) | > loss_mel: 15.921988487243652 (16.940746245646558) | > loss_duration: 2.2178711891174316 (2.0454586443391816) | > loss_1: 29.728403091430664 (30.505109052442037) | > grad_norm_1: tensor(641.8108, device='cuda:0') (tensor(276.0848, device='cuda:0')) | > current_lr_0: 0.00017898650795910656 | > current_lr_1: 0.00017898650795910656 | > step_time: 0.4954 (0.3996396188211287) | > loader_time: 0.0081 (0.004752814191058999)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8751027584075928 (2.8751027584075928) | > loss_disc_real_0: 0.2863863706588745 (0.2863863706588745) | > loss_disc_real_1: 0.27674680948257446 (0.27674680948257446) | > loss_disc_real_2: 0.3269466161727905 (0.3269466161727905) | > loss_disc_real_3: 0.31211867928504944 (0.31211867928504944) | > loss_disc_real_4: 0.30978134274482727 (0.30978134274482727) | > loss_disc_real_5: 0.27737659215927124 (0.27737659215927124) | > loss_0: 2.8751027584075928 (2.8751027584075928) | > loss_gen: 2.388364553451538 (2.388364553451538) | > loss_kl: 2.4713480472564697 (2.4713480472564697) | > loss_feat: 5.489077568054199 (5.489077568054199) | > loss_mel: 14.560327529907227 (14.560327529907227) | > loss_duration: 3.015963077545166 (3.015963077545166) | > loss_1: 27.925079345703125 (27.925079345703125)  --> STEP: 1 | > loss_disc: 2.299142599105835 (2.299142599105835) | > loss_disc_real_0: 0.07135182619094849 (0.07135182619094849) | > loss_disc_real_1: 0.1801823377609253 (0.1801823377609253) | > loss_disc_real_2: 0.23302185535430908 (0.23302185535430908) | > loss_disc_real_3: 0.2137199491262436 (0.2137199491262436) | > loss_disc_real_4: 0.26332008838653564 (0.26332008838653564) | > loss_disc_real_5: 0.2709179222583771 (0.2709179222583771) | > loss_0: 2.299142599105835 (2.299142599105835) | > loss_gen: 2.380614757537842 (2.380614757537842) | > loss_kl: 4.012431621551514 (4.012431621551514) | > loss_feat: 5.87907075881958 (5.87907075881958) | > loss_mel: 18.823509216308594 (18.823509216308594) | > loss_duration: 2.4695096015930176 (2.4695096015930176) | > loss_1: 33.56513595581055 (33.56513595581055)  --> STEP: 2 | > loss_disc: 2.441920280456543 (2.370531439781189) | > loss_disc_real_0: 0.16047769784927368 (0.11591476202011108) | > loss_disc_real_1: 0.2543709874153137 (0.2172766625881195) | > loss_disc_real_2: 0.19573339819908142 (0.21437762677669525) | > loss_disc_real_3: 0.24120916426181793 (0.22746455669403076) | > loss_disc_real_4: 0.2933473289012909 (0.27833370864391327) | > loss_disc_real_5: 0.2542837858200073 (0.2626008540391922) | > loss_0: 2.441920280456543 (2.370531439781189) | > loss_gen: 2.5450387001037598 (2.462826728820801) | > loss_kl: 3.124030590057373 (3.5682311058044434) | > loss_feat: 6.316412448883057 (6.097741603851318) | > loss_mel: 17.57171630859375 (18.197612762451172) | > loss_duration: 2.453655242919922 (2.4615824222564697) | > loss_1: 32.0108528137207 (32.787994384765625)  --> STEP: 3 | > loss_disc: 2.283642053604126 (2.3415683110555015) | > loss_disc_real_0: 0.1118486300110817 (0.11455938468376796) | > loss_disc_real_1: 0.20016144216060638 (0.2115715891122818) | > loss_disc_real_2: 0.2678155303001404 (0.23219026128451029) | > loss_disc_real_3: 0.34947270154953003 (0.2681339383125305) | > loss_disc_real_4: 0.2664163410663605 (0.274361252784729) | > loss_disc_real_5: 0.30167093873023987 (0.27562421560287476) | > loss_0: 2.283642053604126 (2.3415683110555015) | > loss_gen: 2.8862454891204834 (2.603966315587362) | > loss_kl: 3.6451756954193115 (3.593879302342733) | > loss_feat: 7.622769355773926 (6.6060841878255205) | > loss_mel: 17.210975646972656 (17.868733723958332) | > loss_duration: 2.409832000732422 (2.4443322817484536) | > loss_1: 33.77499771118164 (33.11699549357096)  --> STEP: 4 | > loss_disc: 2.4617273807525635 (2.371608078479767) | > loss_disc_real_0: 0.161582350730896 (0.12631512619554996) | > loss_disc_real_1: 0.25634336471557617 (0.2227645330131054) | > loss_disc_real_2: 0.23263314366340637 (0.23230098187923431) | > loss_disc_real_3: 0.3623265027999878 (0.29168207943439484) | > loss_disc_real_4: 0.30836963653564453 (0.2828633487224579) | > loss_disc_real_5: 0.2627524435520172 (0.27240627259016037) | > loss_0: 2.4617273807525635 (2.371608078479767) | > loss_gen: 2.732229232788086 (2.6360320448875427) | > loss_kl: 3.4660120010375977 (3.561912477016449) | > loss_feat: 6.837970733642578 (6.664055824279785) | > loss_mel: 16.649290084838867 (17.563872814178467) | > loss_duration: 2.4041929244995117 (2.4342974424362183) | > loss_1: 32.08969497680664 (32.86017036437988)  --> STEP: 5 | > loss_disc: 2.2396836280822754 (2.3452231884002686) | > loss_disc_real_0: 0.16787482798099518 (0.134627066552639) | > loss_disc_real_1: 0.19984100759029388 (0.2181798279285431) | > loss_disc_real_2: 0.1670963615179062 (0.2192600578069687) | > loss_disc_real_3: 0.20516633987426758 (0.27437893152236936) | > loss_disc_real_4: 0.24973011016845703 (0.2762367010116577) | > loss_disc_real_5: 0.255694717168808 (0.2690639615058899) | > loss_0: 2.2396836280822754 (2.3452231884002686) | > loss_gen: 2.579134941101074 (2.624652624130249) | > loss_kl: 2.510392665863037 (3.3516085147857666) | > loss_feat: 5.764021873474121 (6.4840490341186525) | > loss_mel: 18.31991195678711 (17.715080642700194) | > loss_duration: 2.3289713859558105 (2.4132322311401366) | > loss_1: 31.50243377685547 (32.588623046875)  --> STEP: 6 | > loss_disc: 2.4128916263580322 (2.356501261393229) | > loss_disc_real_0: 0.08535487949848175 (0.12641503537694612) | > loss_disc_real_1: 0.20231574773788452 (0.21553581456343332) | > loss_disc_real_2: 0.25099143385887146 (0.22454862048228583) | > loss_disc_real_3: 0.2658480405807495 (0.27295711636543274) | > loss_disc_real_4: 0.2241956740617752 (0.26756319652001065) | > loss_disc_real_5: 0.15155915915966034 (0.2494798277815183) | > loss_0: 2.4128916263580322 (2.356501261393229) | > loss_gen: 2.318546772003174 (2.57363498210907) | > loss_kl: 2.935452699661255 (3.2822492122650146) | > loss_feat: 6.016558647155762 (6.406133969624837) | > loss_mel: 18.020286560058594 (17.76594829559326) | > loss_duration: 2.211416721343994 (2.3795963128407798) | > loss_1: 31.502260208129883 (32.407562573750816)  --> STEP: 7 | > loss_disc: 2.358614444732666 (2.3568031447274342) | > loss_disc_real_0: 0.08470137417316437 (0.12045594091926302) | > loss_disc_real_1: 0.3323090672492981 (0.23221770780427115) | > loss_disc_real_2: 0.24204666912555695 (0.22704834171703883) | > loss_disc_real_3: 0.2917194068431854 (0.27563744357654024) | > loss_disc_real_4: 0.26553574204444885 (0.26727356016635895) | > loss_disc_real_5: 0.2520428001880646 (0.2498459666967392) | > loss_0: 2.358614444732666 (2.3568031447274342) | > loss_gen: 2.691992998123169 (2.590543270111084) | > loss_kl: 4.456942081451416 (3.4500624792916432) | > loss_feat: 5.624576091766357 (6.294482844216483) | > loss_mel: 18.133352279663086 (17.81843457903181) | > loss_duration: 2.468197822570801 (2.39225367137364) | > loss_1: 33.37506103515625 (32.545776639665874)  --> STEP: 8 | > loss_disc: 2.6385269165039062 (2.3920186161994934) | > loss_disc_real_0: 0.29939550161361694 (0.14282338600605726) | > loss_disc_real_1: 0.25263214111328125 (0.23476951196789742) | > loss_disc_real_2: 0.3015989065170288 (0.23636716231703758) | > loss_disc_real_3: 0.3173205256462097 (0.28084782883524895) | > loss_disc_real_4: 0.32108497619628906 (0.2739999871701002) | > loss_disc_real_5: 0.31331872940063477 (0.25778006203472614) | > loss_0: 2.6385269165039062 (2.3920186161994934) | > loss_gen: 2.880523920059204 (2.626790851354599) | > loss_kl: 2.8657541275024414 (3.377023935317993) | > loss_feat: 9.586103439331055 (6.705935418605804) | > loss_mel: 16.76854133605957 (17.68719792366028) | > loss_duration: 2.2489593029022217 (2.3743418753147125) | > loss_1: 34.34988021850586 (32.771289587020874)  --> STEP: 9 | > loss_disc: 2.439791202545166 (2.3973266813490124) | > loss_disc_real_0: 0.14817121624946594 (0.143417589366436) | > loss_disc_real_1: 0.2051377147436142 (0.23147709005408817) | > loss_disc_real_2: 0.27494576573371887 (0.24065367380777994) | > loss_disc_real_3: 0.28005731105804443 (0.2807599935266707) | > loss_disc_real_4: 0.283857524394989 (0.27509526908397675) | > loss_disc_real_5: 0.25030016899108887 (0.25694896280765533) | > loss_0: 2.439791202545166 (2.3973266813490124) | > loss_gen: 2.606388807296753 (2.624523957570394) | > loss_kl: 2.5830821990966797 (3.2888081868489585) | > loss_feat: 8.886300086975098 (6.948198159535726) | > loss_mel: 18.680416107177734 (17.797555499606663) | > loss_duration: 2.2052273750305176 (2.3555513752831354) | > loss_1: 34.9614143371582 (33.014636781480576)  --> STEP: 10 | > loss_disc: 2.6865060329437256 (2.426244616508484) | > loss_disc_real_0: 0.22153006494045258 (0.15122883692383765) | > loss_disc_real_1: 0.30121737718582153 (0.2384511187672615) | > loss_disc_real_2: 0.2939387261867523 (0.24598217904567718) | > loss_disc_real_3: 0.31887316703796387 (0.28457131087779997) | > loss_disc_real_4: 0.3410262167453766 (0.28168836385011675) | > loss_disc_real_5: 0.3380734324455261 (0.26506140977144244) | > loss_0: 2.6865060329437256 (2.426244616508484) | > loss_gen: 2.8508434295654297 (2.6471559047698974) | > loss_kl: 3.4083337783813477 (3.3007607460021973) | > loss_feat: 5.737285137176514 (6.827106857299805) | > loss_mel: 16.04538345336914 (17.62233829498291) | > loss_duration: 2.40749192237854 (2.360745429992676) | > loss_1: 30.449337005615234 (32.758106803894044)  --> STEP: 11 | > loss_disc: 2.5951426029205322 (2.441598978909579) | > loss_disc_real_0: 0.19892852008342743 (0.15556517175652765) | > loss_disc_real_1: 0.21417613327503204 (0.23624430190433154) | > loss_disc_real_2: 0.22631530463695526 (0.244194281372157) | > loss_disc_real_3: 0.23219193518161774 (0.27980954945087433) | > loss_disc_real_4: 0.24189862608909607 (0.2780711149627512) | > loss_disc_real_5: 0.2745242416858673 (0.2659216672182083) | > loss_0: 2.5951426029205322 (2.441598978909579) | > loss_gen: 2.1000006198883057 (2.5974145152352075) | > loss_kl: 3.4047746658325195 (3.310216556895863) | > loss_feat: 4.10212516784668 (6.579381249167702) | > loss_mel: 13.029062271118164 (17.204767747358844) | > loss_duration: 2.5408012866973877 (2.3771141442385586) | > loss_1: 25.1767635345459 (32.06889377940785)  --> STEP: 12 | > loss_disc: 2.6403653621673584 (2.458162844181061) | > loss_disc_real_0: 0.14157751202583313 (0.15439953344563642) | > loss_disc_real_1: 0.27116480469703674 (0.23915434380372366) | > loss_disc_real_2: 0.38503581285476685 (0.2559310756623745) | > loss_disc_real_3: 0.28520771861076355 (0.2802593968808651) | > loss_disc_real_4: 0.25427889823913574 (0.2760884302357833) | > loss_disc_real_5: 0.30516353249549866 (0.2691918226579825) | > loss_0: 2.6403653621673584 (2.458162844181061) | > loss_gen: 2.532611608505249 (2.592014273007711) | > loss_kl: 3.16603946685791 (3.2982017993927) | > loss_feat: 6.163638591766357 (6.54473602771759) | > loss_mel: 17.33287811279297 (17.21544361114502) | > loss_duration: 2.3514676094055176 (2.374976933002472) | > loss_1: 31.546634674072266 (32.025372187296554)  --> STEP: 13 | > loss_disc: 2.675182819366455 (2.474856688426091) | > loss_disc_real_0: 0.23046395182609558 (0.16025064255182558) | > loss_disc_real_1: 0.3168911635875702 (0.24513409917171186) | > loss_disc_real_2: 0.2580745220184326 (0.25609595615130204) | > loss_disc_real_3: 0.30322879552841187 (0.2820262736999072) | > loss_disc_real_4: 0.27251240611076355 (0.2758133514569356) | > loss_disc_real_5: 0.3096524775028229 (0.27230418072297025) | > loss_0: 2.675182819366455 (2.474856688426091) | > loss_gen: 2.625983715057373 (2.594627307011531) | > loss_kl: 3.1171016693115234 (3.2842710201556864) | > loss_feat: 5.46051025390625 (6.461334045116718) | > loss_mel: 15.383503913879395 (17.074525172893818) | > loss_duration: 2.220299243927002 (2.3630786492274356) | > loss_1: 28.80739974975586 (31.77783584594727)  --> STEP: 14 | > loss_disc: 2.6546735763549805 (2.4877007518495833) | > loss_disc_real_0: 0.1359575390815735 (0.158515420875379) | > loss_disc_real_1: 0.18546800315380096 (0.2408722351704325) | > loss_disc_real_2: 0.37194228172302246 (0.2643706936921392) | > loss_disc_real_3: 0.38102957606315613 (0.2890979381544249) | > loss_disc_real_4: 0.29255107045173645 (0.2770089028137071) | > loss_disc_real_5: 0.2152690440416336 (0.26823024238858906) | > loss_0: 2.6546735763549805 (2.4877007518495833) | > loss_gen: 2.444634437561035 (2.5839135306222096) | > loss_kl: 4.111697196960449 (3.3433728899274553) | > loss_feat: 7.752011775970459 (6.553525311606271) | > loss_mel: 17.937387466430664 (17.136158193860734) | > loss_duration: 2.434682846069336 (2.3681932347161427) | > loss_1: 34.68041229248047 (31.985162734985355)  --> STEP: 15 | > loss_disc: 2.5304999351501465 (2.4905540307362872) | > loss_disc_real_0: 0.14056599140167236 (0.15731879224379858) | > loss_disc_real_1: 0.24254480004310608 (0.2409837394952774) | > loss_disc_real_2: 0.2811131775379181 (0.26548685928185783) | > loss_disc_real_3: 0.3326272964477539 (0.2919998953739802) | > loss_disc_real_4: 0.29228898882865906 (0.2780275752147039) | > loss_disc_real_5: 0.2626591920852661 (0.26785883903503416) | > loss_0: 2.5304999351501465 (2.4905540307362872) | > loss_gen: 2.5458948612213135 (2.58137895266215) | > loss_kl: 3.563760280609131 (3.358065382639567) | > loss_feat: 6.294511795043945 (6.536257743835449) | > loss_mel: 17.976436614990234 (17.19217675526937) | > loss_duration: 2.3965160846710205 (2.3700814247131348) | > loss_1: 32.77711868286133 (32.037959798177084)  --> STEP: 16 | > loss_disc: 2.7063817977905273 (2.5040432661771774) | > loss_disc_real_0: 0.147325336933136 (0.15669420128688216) | > loss_disc_real_1: 0.25064167380332947 (0.24158736038953066) | > loss_disc_real_2: 0.39042237401008606 (0.2732953289523721) | > loss_disc_real_3: 0.33778926730155945 (0.2948617311194539) | > loss_disc_real_4: 0.3021150529384613 (0.2795330425724387) | > loss_disc_real_5: 0.30871787667274475 (0.2704125288873911) | > loss_0: 2.7063817977905273 (2.5040432661771774) | > loss_gen: 2.597580671310425 (2.5823915600776672) | > loss_kl: 3.0134310722351074 (3.3365257382392883) | > loss_feat: 9.549905776977539 (6.72461074590683) | > loss_mel: 16.214115142822266 (17.131047904491425) | > loss_duration: 2.384342670440674 (2.370972752571106) | > loss_1: 33.759376525878906 (32.14554834365845)  --> STEP: 17 | > loss_disc: 2.2992851734161377 (2.4919986724853516) | > loss_disc_real_0: 0.0908646211028099 (0.15282187304076025) | > loss_disc_real_1: 0.21167542040348053 (0.2398278345079983) | > loss_disc_real_2: 0.17860469222068787 (0.26772529149756713) | > loss_disc_real_3: 0.21384219825267792 (0.29009587624493766) | > loss_disc_real_4: 0.17540904879570007 (0.27340810176204233) | > loss_disc_real_5: 0.21419458091259003 (0.2671055907712263) | > loss_0: 2.2992851734161377 (2.4919986724853516) | > loss_gen: 2.3198916912078857 (2.566950391320621) | > loss_kl: 2.622563600540161 (3.294527965433457) | > loss_feat: 6.578063011169434 (6.715990290922277) | > loss_mel: 17.541629791259766 (17.15519978018368) | > loss_duration: 2.4847424030303955 (2.3776650849510643) | > loss_1: 31.546890258789062 (32.110333162195545)  --> STEP: 18 | > loss_disc: 2.409557580947876 (2.487418611844381) | > loss_disc_real_0: 0.056758422404527664 (0.14748501467208067) | > loss_disc_real_1: 0.29499882459640503 (0.24289288951290977) | > loss_disc_real_2: 0.2684682011604309 (0.2677665642566151) | > loss_disc_real_3: 0.25973427295684814 (0.28840912050671047) | > loss_disc_real_4: 0.25451138615608215 (0.2723582842283779) | > loss_disc_real_5: 0.19237194955348969 (0.2629537218146854) | > loss_0: 2.409557580947876 (2.487418611844381) | > loss_gen: 2.611389636993408 (2.5694192383024426) | > loss_kl: 3.1352627277374268 (3.285679896672567) | > loss_feat: 10.972996711730957 (6.95249064763387) | > loss_mel: 18.180526733398438 (17.21216238869561) | > loss_duration: 2.312777519226074 (2.3740602201885648) | > loss_1: 37.212955474853516 (32.39381217956543)  --> STEP: 19 | > loss_disc: 2.5771491527557373 (2.492141271892347) | > loss_disc_real_0: 0.18002508580684662 (0.1491976499949631) | > loss_disc_real_1: 0.18704703450202942 (0.23995363398602135) | > loss_disc_real_2: 0.21386493742465973 (0.26492963652861745) | > loss_disc_real_3: 0.3670957386493683 (0.2925505214615872) | > loss_disc_real_4: 0.293510377407074 (0.27347155229041453) | > loss_disc_real_5: 0.32133156061172485 (0.26602623964610855) | > loss_0: 2.5771491527557373 (2.492141271892347) | > loss_gen: 2.6494951248168945 (2.573633758645309) | > loss_kl: 2.306507110595703 (3.2341444868790474) | > loss_feat: 7.050127029418945 (6.957629404569927) | > loss_mel: 17.132259368896484 (17.20795696660092) | > loss_duration: 2.3841865062713623 (2.374593182613975) | > loss_1: 31.52257537841797 (32.347957611083984)  --> STEP: 20 | > loss_disc: 2.374666929244995 (2.486267554759979) | > loss_disc_real_0: 0.11505997180938721 (0.1474907660856843) | > loss_disc_real_1: 0.19914208352565765 (0.23791305646300315) | > loss_disc_real_2: 0.23900315165519714 (0.26363331228494646) | > loss_disc_real_3: 0.3147112727165222 (0.29365855902433396) | > loss_disc_real_4: 0.27509263157844543 (0.27355260625481603) | > loss_disc_real_5: 0.29903730750083923 (0.2676767930388451) | > loss_0: 2.374666929244995 (2.486267554759979) | > loss_gen: 2.594475269317627 (2.574675834178925) | > loss_kl: 2.003777265548706 (3.1726261258125303) | > loss_feat: 6.4625043869018555 (6.932873153686524) | > loss_mel: 17.93989372253418 (17.244553804397583) | > loss_duration: 2.285432815551758 (2.3701351642608643) | > loss_1: 31.286083221435547 (32.294863891601565)  --> STEP: 21 | > loss_disc: 2.5315513610839844 (2.488423926489694) | > loss_disc_real_0: 0.1422491818666458 (0.14724116683715865) | > loss_disc_real_1: 0.23708926141262054 (0.23787382812727065) | > loss_disc_real_2: 0.3394591212272644 (0.2672440650917235) | > loss_disc_real_3: 0.3546437621116638 (0.29656261631420683) | > loss_disc_real_4: 0.2708692252635956 (0.2734248262076151) | > loss_disc_real_5: 0.25683853030204773 (0.2671606852894738) | > loss_0: 2.5315513610839844 (2.488423926489694) | > loss_gen: 2.565051317214966 (2.574217523847308) | > loss_kl: 2.386380195617676 (3.1351858434222994) | > loss_feat: 5.944029808044434 (6.885785375322614) | > loss_mel: 15.090408325195312 (17.141975448245095) | > loss_duration: 2.1555228233337402 (2.3599155289786204) | > loss_1: 28.141393661499023 (32.097079594930015)  --> STEP: 22 | > loss_disc: 2.5874173641204834 (2.492923628200184) | > loss_disc_real_0: 0.20242655277252197 (0.14974959347058425) | > loss_disc_real_1: 0.3516535460948944 (0.24304563348943536) | > loss_disc_real_2: 0.3924643099308014 (0.27293589440259064) | > loss_disc_real_3: 0.27643048763275146 (0.29564751955595886) | > loss_disc_real_4: 0.2603837847709656 (0.2728320515968583) | > loss_disc_real_5: 0.24289120733737946 (0.2660575272007422) | > loss_0: 2.5874173641204834 (2.492923628200184) | > loss_gen: 2.9545140266418457 (2.591503728519787) | > loss_kl: 2.1415610313415527 (3.090021079236811) | > loss_feat: 7.567214012145996 (6.916759404269132) | > loss_mel: 17.941909790039062 (17.17833610014482) | > loss_duration: 2.208040714263916 (2.3530121283097705) | > loss_1: 32.81324005126953 (32.12963234294545)  --> STEP: 23 | > loss_disc: 2.2662618160247803 (2.4830687668012534) | > loss_disc_real_0: 0.10888650268316269 (0.14797293734939201) | > loss_disc_real_1: 0.20719458162784576 (0.24148689210414886) | > loss_disc_real_2: 0.20004326105117798 (0.2697666494742683) | > loss_disc_real_3: 0.24730312824249268 (0.2935455894988516) | > loss_disc_real_4: 0.24590593576431274 (0.27166135090848675) | > loss_disc_real_5: 0.22405551373958588 (0.26423135270243103) | > loss_0: 2.2662618160247803 (2.4830687668012534) | > loss_gen: 2.443267345428467 (2.585058668385382) | > loss_kl: 3.1220409870147705 (3.0914132491402) | > loss_feat: 6.325097560882568 (6.891034976295803) | > loss_mel: 17.673900604248047 (17.199882382931918) | > loss_duration: 2.3333029747009277 (2.352155208587647) | > loss_1: 31.897611618041992 (32.11954448534095)  --> STEP: 24 | > loss_disc: 2.576589584350586 (2.4869654675324755) | > loss_disc_real_0: 0.18148988485336304 (0.14936947682872415) | > loss_disc_real_1: 0.2402169555425644 (0.2414339780807495) | > loss_disc_real_2: 0.2510601282119751 (0.2689872110883394) | > loss_disc_real_3: 0.3103986084461212 (0.2942477986216545) | > loss_disc_real_4: 0.30523979663848877 (0.2730604528139035) | > loss_disc_real_5: 0.3025244474411011 (0.26582689831654227) | > loss_0: 2.576589584350586 (2.4869654675324755) | > loss_gen: 2.5930678844451904 (2.585392385721207) | > loss_kl: 2.598904609680176 (3.070892055829366) | > loss_feat: 8.532997131347656 (6.95945006608963) | > loss_mel: 17.387889862060547 (17.20771602789561) | > loss_duration: 2.4179153442382812 (2.3548952142397566) | > loss_1: 33.5307731628418 (32.17834568023682)  --> STEP: 25 | > loss_disc: 2.71258282661438 (2.495990161895752) | > loss_disc_real_0: 0.20037196576595306 (0.1514095763862133) | > loss_disc_real_1: 0.3404098451137543 (0.2453930127620697) | > loss_disc_real_2: 0.3287162780761719 (0.27137637376785273) | > loss_disc_real_3: 0.3456529676914215 (0.2963040053844452) | > loss_disc_real_4: 0.31893056631088257 (0.2748952573537827) | > loss_disc_real_5: 0.2991342842578888 (0.2671591937541961) | > loss_0: 2.71258282661438 (2.495990161895752) | > loss_gen: 2.8119287490844727 (2.594453840255738) | > loss_kl: 3.160994052886963 (3.07449613571167) | > loss_feat: 7.537220478057861 (6.982560882568359) | > loss_mel: 15.731133460998535 (17.148652725219726) | > loss_duration: 2.450712203979492 (2.358727893829346) | > loss_1: 31.691987991333008 (32.15889137268067)  --> STEP: 26 | > loss_disc: 2.6505157947540283 (2.501933455467224) | > loss_disc_real_0: 0.3662765324115753 (0.15967369007949644) | > loss_disc_real_1: 0.23021996021270752 (0.24480943381786346) | > loss_disc_real_2: 0.22468271851539612 (0.26958046395045054) | > loss_disc_real_3: 0.34355655312538147 (0.2981214110667889) | > loss_disc_real_4: 0.29041749238967896 (0.27549226639362484) | > loss_disc_real_5: 0.24452157318592072 (0.2662885160400317) | > loss_0: 2.6505157947540283 (2.501933455467224) | > loss_gen: 2.767828941345215 (2.601122113374564) | > loss_kl: 2.3093690872192383 (3.045068172308115) | > loss_feat: 5.717461585998535 (6.933903217315674) | > loss_mel: 12.41445541381836 (16.966568213242752) | > loss_duration: 2.3702783584594727 (2.3591721424689664) | > loss_1: 25.579391479492188 (31.905833684481117) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025187914188091573 (+4.70326497004586e-05) | > avg_loss_disc: 2.501933455467224 (-0.0435208448996911) | > avg_loss_disc_real_0: 0.15967369007949644 (+0.020530754127181472) | > avg_loss_disc_real_1: 0.24480943381786346 (+0.015319294081284462) | > avg_loss_disc_real_2: 0.26958046395045054 (-0.03126287173766357) | > avg_loss_disc_real_3: 0.2981214110667889 (+0.06190750661950847) | > avg_loss_disc_real_4: 0.27549226639362484 (+0.056060893031267045) | > avg_loss_disc_real_5: 0.2662885160400317 (+0.025708165306311342) | > avg_loss_0: 2.501933455467224 (-0.0435208448996911) | > avg_loss_gen: 2.601122113374564 (+0.27387902828363364) | > avg_loss_kl: 3.045068172308115 (-0.07417713678800109) | > avg_loss_feat: 6.933903217315674 (+0.5144412334148702) | > avg_loss_mel: 16.966568213242752 (+0.03783526787391267) | > avg_loss_duration: 2.3591721424689664 (-0.0004632289593029526) | > avg_loss_1: 31.905833684481117 (+0.7515153151292147)  > EPOCH: 889/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:38:27)   --> TIME: 2024-06-12 06:38:29 -- STEP: 4/330 -- GLOBAL_STEP: 381375 | > loss_disc: 2.2508578300476074 (2.285611093044281) | > loss_disc_real_0: 0.11290916800498962 (0.09664666838943958) | > loss_disc_real_1: 0.18717508018016815 (0.1921173892915249) | > loss_disc_real_2: 0.19497771561145782 (0.21791331097483635) | > loss_disc_real_3: 0.21124576032161713 (0.2352236844599247) | > loss_disc_real_4: 0.2222292125225067 (0.22677897661924362) | > loss_disc_real_5: 0.22370247542858124 (0.22292105481028557) | > loss_0: 2.2508578300476074 (2.285611093044281) | > grad_norm_0: tensor(7.7802, device='cuda:0') (tensor(8.0636, device='cuda:0')) | > loss_gen: 2.571190357208252 (2.631360709667206) | > loss_kl: 1.767308235168457 (1.8630754053592682) | > loss_feat: 6.926833629608154 (7.174699544906616) | > loss_mel: 17.254825592041016 (17.82739782333374) | > loss_duration: 2.1083011627197266 (2.1327518820762634) | > loss_1: 30.62845802307129 (31.62928533554077) | > grad_norm_1: tensor(97.5205, device='cuda:0') (tensor(85.8449, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3415 (0.3865087032318115) | > loader_time: 0.0031 (0.0037200450897216797)  --> TIME: 2024-06-12 06:38:38 -- STEP: 29/330 -- GLOBAL_STEP: 381400 | > loss_disc: 2.3136649131774902 (2.320540617252217) | > loss_disc_real_0: 0.09933233261108398 (0.10605119811049823) | > loss_disc_real_1: 0.19859695434570312 (0.19613174734444455) | > loss_disc_real_2: 0.2071956992149353 (0.20931192410403285) | > loss_disc_real_3: 0.21216468513011932 (0.2298505599128789) | > loss_disc_real_4: 0.2252243459224701 (0.22476648616379705) | > loss_disc_real_5: 0.2014862447977066 (0.22133544704009747) | > loss_0: 2.3136649131774902 (2.320540617252217) | > grad_norm_0: tensor(8.8436, device='cuda:0') (tensor(7.7174, device='cuda:0')) | > loss_gen: 2.5461113452911377 (2.514665356997786) | > loss_kl: 1.8249340057373047 (1.9090681815969532) | > loss_feat: 7.232482433319092 (7.000673310510043) | > loss_mel: 17.05221176147461 (17.243587362355196) | > loss_duration: 1.9691556692123413 (2.001535193673495) | > loss_1: 30.624897003173828 (30.669529618888067) | > grad_norm_1: tensor(78.9699, device='cuda:0') (tensor(101.2211, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3672 (0.3610394576500202) | > loader_time: 0.003 (0.003310039125639817)  --> TIME: 2024-06-12 06:38:48 -- STEP: 54/330 -- GLOBAL_STEP: 381425 | > loss_disc: 2.316561698913574 (2.338402761353386) | > loss_disc_real_0: 0.1087689995765686 (0.10980809700709802) | > loss_disc_real_1: 0.18891222774982452 (0.19721456589522185) | > loss_disc_real_2: 0.19441640377044678 (0.21003731864470024) | > loss_disc_real_3: 0.22154411673545837 (0.22803744452971) | > loss_disc_real_4: 0.2368614673614502 (0.22957184000147712) | > loss_disc_real_5: 0.21925179660320282 (0.22268857779326262) | > loss_0: 2.316561698913574 (2.338402761353386) | > grad_norm_0: tensor(5.4293, device='cuda:0') (tensor(8.6771, device='cuda:0')) | > loss_gen: 2.4706342220306396 (2.5045629872216124) | > loss_kl: 1.8218265771865845 (1.9380707586253132) | > loss_feat: 7.134481430053711 (7.034049228385642) | > loss_mel: 17.495777130126953 (17.257197168138294) | > loss_duration: 1.9391204118728638 (1.9820951002615468) | > loss_1: 30.861841201782227 (30.715975196273238) | > grad_norm_1: tensor(71.7777, device='cuda:0') (tensor(103.8787, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3752 (0.359188093079461) | > loader_time: 0.0034 (0.0034033810650860824)  --> TIME: 2024-06-12 06:38:57 -- STEP: 79/330 -- GLOBAL_STEP: 381450 | > loss_disc: 2.404594659805298 (2.3322515246234357) | > loss_disc_real_0: 0.14136889576911926 (0.10850034974798371) | > loss_disc_real_1: 0.2038407325744629 (0.19535297589211525) | > loss_disc_real_2: 0.19504880905151367 (0.2092094708092605) | > loss_disc_real_3: 0.2312866449356079 (0.2272153666502313) | > loss_disc_real_4: 0.2264210730791092 (0.22947407749634754) | > loss_disc_real_5: 0.23140552639961243 (0.22313646104516863) | > loss_0: 2.404594659805298 (2.3322515246234357) | > grad_norm_0: tensor(10.0544, device='cuda:0') (tensor(9.4259, device='cuda:0')) | > loss_gen: 2.5430240631103516 (2.5006926572775545) | > loss_kl: 1.890044927597046 (1.9679367753523815) | > loss_feat: 6.4233198165893555 (7.013960319229319) | > loss_mel: 15.867979049682617 (17.15437724922277) | > loss_duration: 1.9605400562286377 (1.9769013818306258) | > loss_1: 28.684907913208008 (30.613868375367755) | > grad_norm_1: tensor(77.1321, device='cuda:0') (tensor(112.4273, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3684 (0.3610532917553866) | > loader_time: 0.0036 (0.003510613984699491)  --> TIME: 2024-06-12 06:39:06 -- STEP: 104/330 -- GLOBAL_STEP: 381475 | > loss_disc: 2.294156551361084 (2.3433007414524365) | > loss_disc_real_0: 0.09839404374361038 (0.11038932068130144) | > loss_disc_real_1: 0.17793850600719452 (0.1962608577540288) | > loss_disc_real_2: 0.2388283610343933 (0.21049412712454796) | > loss_disc_real_3: 0.21131660044193268 (0.2284697791418204) | > loss_disc_real_4: 0.21904955804347992 (0.2288628164678812) | > loss_disc_real_5: 0.19282777607440948 (0.2230998184531927) | > loss_0: 2.294156551361084 (2.3433007414524365) | > grad_norm_0: tensor(7.6623, device='cuda:0') (tensor(9.6059, device='cuda:0')) | > loss_gen: 2.6231284141540527 (2.491730027473891) | > loss_kl: 2.042534112930298 (1.9804284618451045) | > loss_feat: 7.845710277557373 (7.016802232999068) | > loss_mel: 17.746644973754883 (17.176688065895668) | > loss_duration: 2.0340189933776855 (1.9782883524894714) | > loss_1: 32.29203796386719 (30.64393709256099) | > grad_norm_1: tensor(217.4520, device='cuda:0') (tensor(109.1945, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3589 (0.362018170265051) | > loader_time: 0.0037 (0.003580398284471952)  --> TIME: 2024-06-12 06:39:16 -- STEP: 129/330 -- GLOBAL_STEP: 381500 | > loss_disc: 2.297420024871826 (2.343263727749965) | > loss_disc_real_0: 0.10292948782444 (0.11065131916787273) | > loss_disc_real_1: 0.14965635538101196 (0.19558523618435678) | > loss_disc_real_2: 0.20178215205669403 (0.2104376803996951) | > loss_disc_real_3: 0.2545244097709656 (0.22857361535231271) | > loss_disc_real_4: 0.2399335652589798 (0.22969732497089593) | > loss_disc_real_5: 0.1981496810913086 (0.22278640979482223) | > loss_0: 2.297420024871826 (2.343263727749965) | > grad_norm_0: tensor(10.8092, device='cuda:0') (tensor(9.6494, device='cuda:0')) | > loss_gen: 2.5453009605407715 (2.4907546616339875) | > loss_kl: 2.126099109649658 (1.991846762886343) | > loss_feat: 6.618954658508301 (7.015811657720758) | > loss_mel: 17.096715927124023 (17.156744491222288) | > loss_duration: 1.9936082363128662 (1.981782031613727) | > loss_1: 30.380680084228516 (30.636939603228903) | > grad_norm_1: tensor(116.8400, device='cuda:0') (tensor(110.9343, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3772 (0.36407048018403754) | > loader_time: 0.0046 (0.0037025684534117234) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_381500.pth  --> TIME: 2024-06-12 06:39:31 -- STEP: 154/330 -- GLOBAL_STEP: 381525 | > loss_disc: 2.3564579486846924 (2.350102337923915) | > loss_disc_real_0: 0.14040297269821167 (0.11215429138634112) | > loss_disc_real_1: 0.24117781221866608 (0.19581652916484069) | > loss_disc_real_2: 0.19095860421657562 (0.2111239054953897) | > loss_disc_real_3: 0.23920761048793793 (0.2289514330687461) | > loss_disc_real_4: 0.2176874876022339 (0.22981723562463538) | > loss_disc_real_5: 0.21638162434101105 (0.2227933464886306) | > loss_0: 2.3564579486846924 (2.350102337923915) | > grad_norm_0: tensor(9.2153, device='cuda:0') (tensor(9.6184, device='cuda:0')) | > loss_gen: 2.466393232345581 (2.4811166354588106) | > loss_kl: 2.0877816677093506 (2.0002528297436704) | > loss_feat: 6.9611029624938965 (6.9958414164456455) | > loss_mel: 17.421598434448242 (17.148863272233434) | > loss_duration: 2.0037505626678467 (1.9862118742682717) | > loss_1: 30.940624237060547 (30.612285973189714) | > grad_norm_1: tensor(62.4305, device='cuda:0') (tensor(111.2897, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3958 (0.37098984749286207) | > loader_time: 0.0044 (0.0038583046430117124)  --> TIME: 2024-06-12 06:39:42 -- STEP: 179/330 -- GLOBAL_STEP: 381550 | > loss_disc: 2.2306771278381348 (2.353462991767753) | > loss_disc_real_0: 0.08347266912460327 (0.11330261235463553) | > loss_disc_real_1: 0.13691715896129608 (0.19507670127812718) | > loss_disc_real_2: 0.21690241992473602 (0.21094057346855463) | > loss_disc_real_3: 0.23256270587444305 (0.22936102714618492) | > loss_disc_real_4: 0.20627948641777039 (0.23050625164415584) | > loss_disc_real_5: 0.21980465948581696 (0.2233172705053617) | > loss_0: 2.2306771278381348 (2.353462991767753) | > grad_norm_0: tensor(13.4043, device='cuda:0') (tensor(10.0758, device='cuda:0')) | > loss_gen: 2.577622175216675 (2.47600426221027) | > loss_kl: 2.1155190467834473 (2.0120877473713974) | > loss_feat: 7.600665092468262 (6.996201509869964) | > loss_mel: 17.040000915527344 (17.113905880038303) | > loss_duration: 2.051455020904541 (1.9935952718031473) | > loss_1: 31.38526153564453 (30.59179463732842) | > grad_norm_1: tensor(292.5426, device='cuda:0') (tensor(115.4947, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.4172 (0.3767696559096182) | > loader_time: 0.0044 (0.00400951188369836)  --> TIME: 2024-06-12 06:39:52 -- STEP: 204/330 -- GLOBAL_STEP: 381575 | > loss_disc: 2.2514736652374268 (2.3518205133138905) | > loss_disc_real_0: 0.06976613402366638 (0.11411610011960946) | > loss_disc_real_1: 0.14759376645088196 (0.19529036301023828) | > loss_disc_real_2: 0.1889096051454544 (0.21053741178384014) | > loss_disc_real_3: 0.1988128125667572 (0.2292819610413383) | > loss_disc_real_4: 0.2108439952135086 (0.23072919958070212) | > loss_disc_real_5: 0.19685795903205872 (0.2225786413924367) | > loss_0: 2.2514736652374268 (2.3518205133138905) | > grad_norm_0: tensor(12.6634, device='cuda:0') (tensor(11.0560, device='cuda:0')) | > loss_gen: 2.5554680824279785 (2.479193390584458) | > loss_kl: 2.164760112762451 (2.021952845886643) | > loss_feat: 8.122299194335938 (7.013447502080132) | > loss_mel: 17.625104904174805 (17.08554689089459) | > loss_duration: 1.9888105392456055 (2.001762709781236) | > loss_1: 32.456443786621094 (30.60190331702139) | > grad_norm_1: tensor(443.1852, device='cuda:0') (tensor(137.0948, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.3893 (0.37908245652329686) | > loader_time: 0.0047 (0.004111133369744993)  --> TIME: 2024-06-12 06:40:02 -- STEP: 229/330 -- GLOBAL_STEP: 381600 | > loss_disc: 2.273729085922241 (2.3527432331351723) | > loss_disc_real_0: 0.08848244696855545 (0.11582065360645019) | > loss_disc_real_1: 0.1784440577030182 (0.19506697291630332) | > loss_disc_real_2: 0.18320271372795105 (0.2103943316566892) | > loss_disc_real_3: 0.23682576417922974 (0.2295467333632265) | > loss_disc_real_4: 0.23661139607429504 (0.23067256320251647) | > loss_disc_real_5: 0.24192853271961212 (0.2225684661532073) | > loss_0: 2.273729085922241 (2.3527432331351723) | > grad_norm_0: tensor(12.5330, device='cuda:0') (tensor(13.3887, device='cuda:0')) | > loss_gen: 2.7305970191955566 (2.4871043888241955) | > loss_kl: 2.2536401748657227 (2.02805209368077) | > loss_feat: 7.593931198120117 (7.028530204139943) | > loss_mel: 17.68111801147461 (17.052952716444278) | > loss_duration: 2.1152429580688477 (2.0112609035583566) | > loss_1: 32.37453079223633 (30.60790027801647) | > grad_norm_1: tensor(375.3625, device='cuda:0') (tensor(162.0277, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.4039 (0.38179185400883703) | > loader_time: 0.0054 (0.004239422785663187)  --> TIME: 2024-06-12 06:40:13 -- STEP: 254/330 -- GLOBAL_STEP: 381625 | > loss_disc: 2.4099106788635254 (2.3537764840238666) | > loss_disc_real_0: 0.1656387746334076 (0.11686226388248871) | > loss_disc_real_1: 0.17566516995429993 (0.195031140674287) | > loss_disc_real_2: 0.20660924911499023 (0.21060122660999223) | > loss_disc_real_3: 0.25402766466140747 (0.2292860523452909) | > loss_disc_real_4: 0.2427324503660202 (0.23096811612994653) | > loss_disc_real_5: 0.2383001446723938 (0.22144567368068094) | > loss_0: 2.4099106788635254 (2.3537764840238666) | > grad_norm_0: tensor(49.9829, device='cuda:0') (tensor(15.0680, device='cuda:0')) | > loss_gen: 2.52626895904541 (2.489615925653712) | > loss_kl: 2.22819447517395 (2.0354184423844655) | > loss_feat: 6.724801063537598 (7.035919392202783) | > loss_mel: 17.20378875732422 (17.022662804821362) | > loss_duration: 2.066598415374756 (2.019068668677112) | > loss_1: 30.749650955200195 (30.60268523749404) | > grad_norm_1: tensor(205.5157, device='cuda:0') (tensor(186.5434, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.4263 (0.38511237854094016) | > loader_time: 0.0063 (0.004379044367572452)  --> TIME: 2024-06-12 06:40:24 -- STEP: 279/330 -- GLOBAL_STEP: 381650 | > loss_disc: 2.3869059085845947 (2.3559112694101096) | > loss_disc_real_0: 0.20784011483192444 (0.11871302082440331) | > loss_disc_real_1: 0.17012149095535278 (0.19488278479986293) | > loss_disc_real_2: 0.22998543083667755 (0.21077920234758793) | > loss_disc_real_3: 0.22696232795715332 (0.22947742525608308) | > loss_disc_real_4: 0.24033965170383453 (0.23122290818281072) | > loss_disc_real_5: 0.21762174367904663 (0.2210859637106619) | > loss_0: 2.3869059085845947 (2.3559112694101096) | > grad_norm_0: tensor(30.7821, device='cuda:0') (tensor(16.9291, device='cuda:0')) | > loss_gen: 2.647284507751465 (2.4935970972943036) | > loss_kl: 1.9394636154174805 (2.043567949298463) | > loss_feat: 7.805234909057617 (7.053499408092978) | > loss_mel: 16.355533599853516 (16.989439865167014) | > loss_duration: 2.1202750205993652 (2.0291004509908754) | > loss_1: 30.8677921295166 (30.609204767425428) | > grad_norm_1: tensor(440.1173, device='cuda:0') (tensor(211.6956, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.4509 (0.3904184739649509) | > loader_time: 0.0063 (0.004541997841182146)  --> TIME: 2024-06-12 06:40:36 -- STEP: 304/330 -- GLOBAL_STEP: 381675 | > loss_disc: 2.390873908996582 (2.3608617186546326) | > loss_disc_real_0: 0.13103826344013214 (0.11968300866551305) | > loss_disc_real_1: 0.2510104775428772 (0.1959392929351644) | > loss_disc_real_2: 0.21927984058856964 (0.21097392069273874) | > loss_disc_real_3: 0.20214256644248962 (0.22958359460493452) | > loss_disc_real_4: 0.22099581360816956 (0.2313774738852915) | > loss_disc_real_5: 0.2181127667427063 (0.22105243831480814) | > loss_0: 2.390873908996582 (2.3608617186546326) | > grad_norm_0: tensor(31.5641, device='cuda:0') (tensor(17.5802, device='cuda:0')) | > loss_gen: 2.60744571685791 (2.4867451496814414) | > loss_kl: 2.104285478591919 (2.0479947038387016) | > loss_feat: 8.006942749023438 (7.049655980185459) | > loss_mel: 16.828683853149414 (16.944532485384713) | > loss_duration: 2.1934072971343994 (2.0404331789989225) | > loss_1: 31.74076271057129 (30.569361492207175) | > grad_norm_1: tensor(562.3871, device='cuda:0') (tensor(222.9897, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 0.4867 (0.3971750673494841) | > loader_time: 0.0079 (0.0047352243410913545)  --> TIME: 2024-06-12 06:41:06 -- STEP: 329/330 -- GLOBAL_STEP: 381700 | > loss_disc: 2.654792070388794 (2.3699578202604163) | > loss_disc_real_0: 0.19403408467769623 (0.12168172921272034) | > loss_disc_real_1: 0.15070700645446777 (0.19778396556080297) | > loss_disc_real_2: 0.27114415168762207 (0.21167378041519583) | > loss_disc_real_3: 0.27087169885635376 (0.23018082826876712) | > loss_disc_real_4: 0.22504113614559174 (0.23170113359722322) | > loss_disc_real_5: 0.2201339453458786 (0.22157183896444496) | > loss_0: 2.654792070388794 (2.3699578202604163) | > grad_norm_0: tensor(10.5329, device='cuda:0') (tensor(17.4583, device='cuda:0')) | > loss_gen: 1.98240327835083 (2.478963679455695) | > loss_kl: 2.2149953842163086 (2.055396810853375) | > loss_feat: 9.468884468078613 (7.142936126801743) | > loss_mel: 17.7406005859375 (16.92943025722331) | > loss_duration: 2.2987546920776367 (2.055438526857951) | > loss_1: 33.70563888549805 (30.662165389597234) | > grad_norm_1: tensor(93.2408, device='cuda:0') (tensor(223.8323, device='cuda:0')) | > current_lr_0: 0.00017896413464561168 | > current_lr_1: 0.00017896413464561168 | > step_time: 14.2278 (0.452225076391342) | > loader_time: 0.0337 (0.009753622907273314)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.537569284439087 (2.537569284439087) | > loss_disc_real_0: 0.15130241215229034 (0.15130241215229034) | > loss_disc_real_1: 0.20597806572914124 (0.20597806572914124) | > loss_disc_real_2: 0.2168719470500946 (0.2168719470500946) | > loss_disc_real_3: 0.2386634200811386 (0.2386634200811386) | > loss_disc_real_4: 0.2873881757259369 (0.2873881757259369) | > loss_disc_real_5: 0.25990909337997437 (0.25990909337997437) | > loss_0: 2.537569284439087 (2.537569284439087) | > loss_gen: 2.2231385707855225 (2.2231385707855225) | > loss_kl: 2.6216633319854736 (2.6216633319854736) | > loss_feat: 6.058618068695068 (6.058618068695068) | > loss_mel: 15.57801628112793 (15.57801628112793) | > loss_duration: 3.069744348526001 (3.069744348526001) | > loss_1: 29.551179885864258 (29.551179885864258)  --> STEP: 1 | > loss_disc: 2.3110897541046143 (2.3110897541046143) | > loss_disc_real_0: 0.07403695583343506 (0.07403695583343506) | > loss_disc_real_1: 0.14962640404701233 (0.14962640404701233) | > loss_disc_real_2: 0.23079068958759308 (0.23079068958759308) | > loss_disc_real_3: 0.27031567692756653 (0.27031567692756653) | > loss_disc_real_4: 0.2380731999874115 (0.2380731999874115) | > loss_disc_real_5: 0.2826709747314453 (0.2826709747314453) | > loss_0: 2.3110897541046143 (2.3110897541046143) | > loss_gen: 2.4471940994262695 (2.4471940994262695) | > loss_kl: 3.20796537399292 (3.20796537399292) | > loss_feat: 7.158712863922119 (7.158712863922119) | > loss_mel: 19.246028900146484 (19.246028900146484) | > loss_duration: 2.4299402236938477 (2.4299402236938477) | > loss_1: 34.48984146118164 (34.48984146118164)  --> STEP: 2 | > loss_disc: 2.316659450531006 (2.31387460231781) | > loss_disc_real_0: 0.05932709574699402 (0.06668202579021454) | > loss_disc_real_1: 0.15505445003509521 (0.15234042704105377) | > loss_disc_real_2: 0.21626560389995575 (0.22352814674377441) | > loss_disc_real_3: 0.27290093898773193 (0.27160830795764923) | > loss_disc_real_4: 0.19056756794452667 (0.21432038396596909) | > loss_disc_real_5: 0.23495492339134216 (0.25881294906139374) | > loss_0: 2.316659450531006 (2.31387460231781) | > loss_gen: 2.1615896224975586 (2.304391860961914) | > loss_kl: 2.765495538711548 (2.986730456352234) | > loss_feat: 5.667754650115967 (6.413233757019043) | > loss_mel: 18.171052932739258 (18.70854091644287) | > loss_duration: 2.4413952827453613 (2.4356677532196045) | > loss_1: 31.207286834716797 (32.84856414794922)  --> STEP: 3 | > loss_disc: 2.552450180053711 (2.393399794896444) | > loss_disc_real_0: 0.09099113941192627 (0.07478506366411845) | > loss_disc_real_1: 0.1709049642086029 (0.15852860609690347) | > loss_disc_real_2: 0.2321837991476059 (0.22641336421171823) | > loss_disc_real_3: 0.24838076531887054 (0.263865793744723) | > loss_disc_real_4: 0.2558804452419281 (0.2281737377246221) | > loss_disc_real_5: 0.3645178973674774 (0.2940479318300883) | > loss_0: 2.552450180053711 (2.393399794896444) | > loss_gen: 2.179532766342163 (2.2627721627553306) | > loss_kl: 3.5259740352630615 (3.1664783159891763) | > loss_feat: 7.220246315002441 (6.682237943013509) | > loss_mel: 16.902446746826172 (18.106509526570637) | > loss_duration: 2.3725481033325195 (2.4146278699239097) | > loss_1: 32.200748443603516 (32.632625579833984)  --> STEP: 4 | > loss_disc: 2.472743034362793 (2.413235604763031) | > loss_disc_real_0: 0.09664745628833771 (0.08025066182017326) | > loss_disc_real_1: 0.14418426156044006 (0.15494251996278763) | > loss_disc_real_2: 0.23726865649223328 (0.229127187281847) | > loss_disc_real_3: 0.22351263463497162 (0.25377750396728516) | > loss_disc_real_4: 0.2505801320075989 (0.2337753362953663) | > loss_disc_real_5: 0.22975684702396393 (0.2779751606285572) | > loss_0: 2.472743034362793 (2.413235604763031) | > loss_gen: 2.0516841411590576 (2.210000157356262) | > loss_kl: 3.236725091934204 (3.1840400099754333) | > loss_feat: 5.817108154296875 (6.465955495834351) | > loss_mel: 15.736454963684082 (17.513995885849) | > loss_duration: 2.36051344871521 (2.4010992646217346) | > loss_1: 29.202484130859375 (31.775090217590332)  --> STEP: 5 | > loss_disc: 2.3292951583862305 (2.396447515487671) | > loss_disc_real_0: 0.17838367819786072 (0.09987726509571075) | > loss_disc_real_1: 0.15403486788272858 (0.1547609895467758) | > loss_disc_real_2: 0.2100059986114502 (0.22530294954776764) | > loss_disc_real_3: 0.18551941215991974 (0.24012588560581208) | > loss_disc_real_4: 0.2445439249277115 (0.23592905402183534) | > loss_disc_real_5: 0.24646474421024323 (0.27167307734489443) | > loss_0: 2.3292951583862305 (2.396447515487671) | > loss_gen: 2.357163906097412 (2.2394329071044923) | > loss_kl: 2.8460800647735596 (3.1164480209350587) | > loss_feat: 4.971022129058838 (6.166968822479248) | > loss_mel: 18.56079864501953 (17.723356437683105) | > loss_duration: 2.341839075088501 (2.3892472267150877) | > loss_1: 31.076904296875 (31.635453033447266)  --> STEP: 6 | > loss_disc: 2.517239809036255 (2.416579564412435) | > loss_disc_real_0: 0.09480191767215729 (0.09903137385845184) | > loss_disc_real_1: 0.1432141214609146 (0.1528365115324656) | > loss_disc_real_2: 0.21954743564128876 (0.22434369723002115) | > loss_disc_real_3: 0.275820791721344 (0.24607503662506738) | > loss_disc_real_4: 0.287239670753479 (0.24448082347710928) | > loss_disc_real_5: 0.2723360061645508 (0.2717835654815038) | > loss_0: 2.517239809036255 (2.416579564412435) | > loss_gen: 2.1871023178100586 (2.2307111422220864) | > loss_kl: 2.7837438583374023 (3.0609973271687827) | > loss_feat: 5.887101650238037 (6.12032429377238) | > loss_mel: 18.057388305664062 (17.77902841567993) | > loss_duration: 2.2205584049224854 (2.3611324230829873) | > loss_1: 31.135894775390625 (31.55219332377116)  --> STEP: 7 | > loss_disc: 2.430579900741577 (2.4185796124594554) | > loss_disc_real_0: 0.12286797165870667 (0.1024366021156311) | > loss_disc_real_1: 0.18571607768535614 (0.15753359241144999) | > loss_disc_real_2: 0.22640545666217804 (0.22463823429175786) | > loss_disc_real_3: 0.24379917979240417 (0.2457499142204012) | > loss_disc_real_4: 0.23647741973400116 (0.24333748008523667) | > loss_disc_real_5: 0.22864596545696259 (0.26562105119228363) | > loss_0: 2.430579900741577 (2.4185796124594554) | > loss_gen: 2.1986913681030273 (2.2261368887765065) | > loss_kl: 4.30265998840332 (3.238377707345145) | > loss_feat: 5.903467655181885 (6.089344773973737) | > loss_mel: 17.126461029052734 (17.685804503304617) | > loss_duration: 2.5827994346618652 (2.392799139022827) | > loss_1: 32.114078521728516 (31.632462637765066)  --> STEP: 8 | > loss_disc: 2.690838575363159 (2.452611982822418) | > loss_disc_real_0: 0.18746885657310486 (0.11306563392281532) | > loss_disc_real_1: 0.156350240111351 (0.1573856733739376) | > loss_disc_real_2: 0.24025596678256989 (0.22659045085310936) | > loss_disc_real_3: 0.2603929042816162 (0.2475802879780531) | > loss_disc_real_4: 0.2825089991092682 (0.24823391996324062) | > loss_disc_real_5: 0.2519359290599823 (0.26391041092574596) | > loss_0: 2.690838575363159 (2.452611982822418) | > loss_gen: 2.0348033905029297 (2.2022202014923096) | > loss_kl: 3.5611259937286377 (3.2787212431430817) | > loss_feat: 7.661728382110596 (6.285892724990845) | > loss_mel: 18.060546875 (17.73264729976654) | > loss_duration: 2.335155963897705 (2.385593742132187) | > loss_1: 33.65336227416992 (31.885075092315674)  --> STEP: 9 | > loss_disc: 2.399136781692505 (2.4466702938079834) | > loss_disc_real_0: 0.11918164789676666 (0.11374519103103214) | > loss_disc_real_1: 0.140923872590065 (0.15555658439795175) | > loss_disc_real_2: 0.20690292119979858 (0.22440294755829704) | > loss_disc_real_3: 0.20239239931106567 (0.24255941145949894) | > loss_disc_real_4: 0.2388269603252411 (0.24718870222568512) | > loss_disc_real_5: 0.2298603653907776 (0.2601270725329717) | > loss_0: 2.399136781692505 (2.4466702938079834) | > loss_gen: 2.145214796066284 (2.1958862675560846) | > loss_kl: 2.099618673324585 (3.147709846496582) | > loss_feat: 9.776294708251953 (6.673715167575413) | > loss_mel: 18.133642196655273 (17.777202288309734) | > loss_duration: 2.1958208084106445 (2.364507860607571) | > loss_1: 34.350589752197266 (32.15902116563585)  --> STEP: 10 | > loss_disc: 2.568319320678711 (2.4588351964950563) | > loss_disc_real_0: 0.08954372256994247 (0.11132504418492317) | > loss_disc_real_1: 0.10511335730552673 (0.15051226168870926) | > loss_disc_real_2: 0.23931336402893066 (0.2258939892053604) | > loss_disc_real_3: 0.2786087989807129 (0.24616435021162034) | > loss_disc_real_4: 0.27052441239356995 (0.2495222732424736) | > loss_disc_real_5: 0.3101578652858734 (0.2651301518082619) | > loss_0: 2.568319320678711 (2.4588351964950563) | > loss_gen: 2.2410998344421387 (2.20040762424469) | > loss_kl: 2.885575294494629 (3.121496391296387) | > loss_feat: 8.640673637390137 (6.870411014556884) | > loss_mel: 19.014875411987305 (17.90096960067749) | > loss_duration: 2.404155969619751 (2.368472671508789) | > loss_1: 35.186378479003906 (32.46175689697266)  --> STEP: 11 | > loss_disc: 2.5564188957214355 (2.4677064418792725) | > loss_disc_real_0: 0.09249329566955566 (0.10961306704716249) | > loss_disc_real_1: 0.22869166731834412 (0.15761948038231244) | > loss_disc_real_2: 0.17966927587985992 (0.22169174253940582) | > loss_disc_real_3: 0.2523200809955597 (0.24672396210106937) | > loss_disc_real_4: 0.23837223649024963 (0.24850863353772598) | > loss_disc_real_5: 0.28674447536468506 (0.26709509031339124) | > loss_0: 2.5564188957214355 (2.4677064418792725) | > loss_gen: 1.990963339805603 (2.1813672347502275) | > loss_kl: 4.1350483894348145 (3.2136374820362437) | > loss_feat: 5.166761875152588 (6.715533820065585) | > loss_mel: 16.283687591552734 (17.753943963484332) | > loss_duration: 2.5691795349121094 (2.38671875) | > loss_1: 30.145641326904297 (32.25120093605735)  --> STEP: 12 | > loss_disc: 2.4988837242126465 (2.470304548740387) | > loss_disc_real_0: 0.07854652404785156 (0.10702418846388657) | > loss_disc_real_1: 0.10611491650342941 (0.1533274333924055) | > loss_disc_real_2: 0.2427958995103836 (0.2234504222869873) | > loss_disc_real_3: 0.30354300141334534 (0.25145888204375905) | > loss_disc_real_4: 0.30967041850090027 (0.2536054489513238) | > loss_disc_real_5: 0.3464018404483795 (0.2737039861579736) | > loss_0: 2.4988837242126465 (2.470304548740387) | > loss_gen: 2.256105422973633 (2.187595417102178) | > loss_kl: 2.465606451034546 (3.1513015627861023) | > loss_feat: 6.43511962890625 (6.692165970802307) | > loss_mel: 17.013492584228516 (17.69223968187968) | > loss_duration: 2.3436355590820312 (2.3831284840901694) | > loss_1: 30.513959884643555 (32.10643084843954)  --> STEP: 13 | > loss_disc: 2.395233392715454 (2.4645298444307766) | > loss_disc_real_0: 0.10001091659069061 (0.10648470601210228) | > loss_disc_real_1: 0.13224975764751434 (0.15170607371972158) | > loss_disc_real_2: 0.22205372154712677 (0.2233429837685365) | > loss_disc_real_3: 0.2763276994228363 (0.25337186799599576) | > loss_disc_real_4: 0.23231761157512665 (0.25196792299930865) | > loss_disc_real_5: 0.19552604854106903 (0.267690298648981) | > loss_0: 2.395233392715454 (2.4645298444307766) | > loss_gen: 2.243896007537842 (2.1919262317510753) | > loss_kl: 3.3647220134735107 (3.1677185205312877) | > loss_feat: 6.410430908203125 (6.670494042910063) | > loss_mel: 15.988286972045898 (17.56116639650785) | > loss_duration: 2.346689224243164 (2.3803254641019382) | > loss_1: 30.35402488708496 (31.9716303898738)  --> STEP: 14 | > loss_disc: 2.382293462753296 (2.4586558171680997) | > loss_disc_real_0: 0.11337227374315262 (0.10697667513574872) | > loss_disc_real_1: 0.14486853778362274 (0.1512176782957145) | > loss_disc_real_2: 0.2594338059425354 (0.22592089963810785) | > loss_disc_real_3: 0.26080062985420227 (0.2539024938430105) | > loss_disc_real_4: 0.2836114764213562 (0.2542281768151692) | > loss_disc_real_5: 0.23111674189567566 (0.2650779017380306) | > loss_0: 2.382293462753296 (2.4586558171680997) | > loss_gen: 2.3232321739196777 (2.201305227620261) | > loss_kl: 4.012749195098877 (3.2280778544289723) | > loss_feat: 6.1721296310424805 (6.634896584919521) | > loss_mel: 18.162517547607422 (17.60412005015782) | > loss_duration: 2.4779558181762695 (2.387299060821533) | > loss_1: 33.14858627319336 (32.055698667253765)  --> STEP: 15 | > loss_disc: 2.604990005493164 (2.468411429723104) | > loss_disc_real_0: 0.11588849127292633 (0.10757079621156057) | > loss_disc_real_1: 0.13561464846134186 (0.15017747630675635) | > loss_disc_real_2: 0.2453790009021759 (0.22721810638904572) | > loss_disc_real_3: 0.22268670797348022 (0.2518214414517085) | > loss_disc_real_4: 0.2110220193862915 (0.2513477663199107) | > loss_disc_real_5: 0.17075853049755096 (0.2587899436553319) | > loss_0: 2.604990005493164 (2.468411429723104) | > loss_gen: 1.9929590225219727 (2.1874154806137085) | > loss_kl: 3.338982582092285 (3.23547150293986) | > loss_feat: 8.256491661071777 (6.743002923329671) | > loss_mel: 17.325355529785156 (17.585535748799643) | > loss_duration: 2.3862268924713135 (2.3872275829315184) | > loss_1: 33.30001449584961 (32.13865305582682)  --> STEP: 16 | > loss_disc: 2.9905707836151123 (2.5010463893413544) | > loss_disc_real_0: 0.16888368129730225 (0.11140285152941942) | > loss_disc_real_1: 0.2920086681842804 (0.1590419257991016) | > loss_disc_real_2: 0.2806835174560547 (0.23055969458073378) | > loss_disc_real_3: 0.3205122649669647 (0.256114617921412) | > loss_disc_real_4: 0.28969085216522217 (0.25374420918524265) | > loss_disc_real_5: 0.32447299361228943 (0.2628951342776418) | > loss_0: 2.9905707836151123 (2.5010463893413544) | > loss_gen: 2.17273211479187 (2.1864977702498436) | > loss_kl: 3.084671974182129 (3.226046532392502) | > loss_feat: 6.829293727874756 (6.748396098613739) | > loss_mel: 15.42198657989502 (17.450313925743103) | > loss_duration: 2.439873695373535 (2.3905179649591446) | > loss_1: 29.948558807373047 (32.00177216529846)  --> STEP: 17 | > loss_disc: 2.4580321311950684 (2.4985161388621613) | > loss_disc_real_0: 0.13612988591194153 (0.11285738296368543) | > loss_disc_real_1: 0.2140551209449768 (0.16227799610180013) | > loss_disc_real_2: 0.2736451029777527 (0.2330941303687937) | > loss_disc_real_3: 0.23305127024650574 (0.25475795041112337) | > loss_disc_real_4: 0.2542629539966583 (0.2537747235859142) | > loss_disc_real_5: 0.25001898407936096 (0.2621377136777429) | > loss_0: 2.4580321311950684 (2.4985161388621613) | > loss_gen: 2.334134578704834 (2.1951822883942547) | > loss_kl: 2.6048927307128906 (3.1895080734701717) | > loss_feat: 4.584985256195068 (6.621136637294994) | > loss_mel: 16.868507385253906 (17.41609001159668) | > loss_duration: 2.5063467025756836 (2.3973314201130584) | > loss_1: 28.898868560791016 (31.81924842385685)  --> STEP: 18 | > loss_disc: 2.2996275424957275 (2.4874667723973594) | > loss_disc_real_0: 0.11064636707305908 (0.11273454874753952) | > loss_disc_real_1: 0.1939169317483902 (0.1640357147488329) | > loss_disc_real_2: 0.2176404893398285 (0.23223559475607342) | > loss_disc_real_3: 0.20898906886577606 (0.2522152347697152) | > loss_disc_real_4: 0.20099404454231262 (0.2508424636390474) | > loss_disc_real_5: 0.14889155328273773 (0.2558462603224648) | > loss_0: 2.2996275424957275 (2.4874667723973594) | > loss_gen: 2.12723970413208 (2.1914077003796897) | > loss_kl: 2.958561897277832 (3.1766777303483753) | > loss_feat: 7.454807281494141 (6.667451673083836) | > loss_mel: 17.269628524780273 (17.4079532623291) | > loss_duration: 2.2707901000976562 (2.3903013467788696) | > loss_1: 32.08102798461914 (31.833791732788086)  --> STEP: 19 | > loss_disc: 2.510693073272705 (2.4886892092855355) | > loss_disc_real_0: 0.14343051612377167 (0.11435012597786753) | > loss_disc_real_1: 0.17179451882839203 (0.16444407285828339) | > loss_disc_real_2: 0.22513802349567413 (0.23186203837394714) | > loss_disc_real_3: 0.2653745114803314 (0.2529078282808003) | > loss_disc_real_4: 0.24654994904994965 (0.2506165418185686) | > loss_disc_real_5: 0.23190949857234955 (0.2545864307566693) | > loss_0: 2.510693073272705 (2.4886892092855355) | > loss_gen: 2.063011407852173 (2.184650000772978) | > loss_kl: 2.128227710723877 (3.1214961503681384) | > loss_feat: 4.723499298095703 (6.565138390189723) | > loss_mel: 18.924612045288086 (17.48777740880063) | > loss_duration: 2.3920857906341553 (2.390395264876516) | > loss_1: 30.231435775756836 (31.74945720873381)  --> STEP: 20 | > loss_disc: 2.567904472351074 (2.4926499724388123) | > loss_disc_real_0: 0.16092634201049805 (0.11667893677949906) | > loss_disc_real_1: 0.18560583889484406 (0.16550216116011143) | > loss_disc_real_2: 0.2818959355354309 (0.23436373323202134) | > loss_disc_real_3: 0.21063905954360962 (0.25079438984394076) | > loss_disc_real_4: 0.2929551601409912 (0.2527334727346897) | > loss_disc_real_5: 0.23767967522144318 (0.253741092979908) | > loss_0: 2.567904472351074 (2.4926499724388123) | > loss_gen: 2.287257194519043 (2.1897803604602815) | > loss_kl: 2.6466317176818848 (3.0977529287338257) | > loss_feat: 6.081045627593994 (6.540933752059937) | > loss_mel: 19.280384063720703 (17.57740774154663) | > loss_duration: 2.272982120513916 (2.384524607658386) | > loss_1: 32.568302154541016 (31.79039945602417)  --> STEP: 21 | > loss_disc: 2.4238181114196777 (2.4893722647712346) | > loss_disc_real_0: 0.1083989366889 (0.1162846510608991) | > loss_disc_real_1: 0.2703264057636261 (0.17049379185551689) | > loss_disc_real_2: 0.26117682456970215 (0.23564054710524424) | > loss_disc_real_3: 0.20535744726657867 (0.2486307259116854) | > loss_disc_real_4: 0.29513126611709595 (0.25475241527670905) | > loss_disc_real_5: 0.29780709743499756 (0.2558394741444361) | > loss_0: 2.4238181114196777 (2.4893722647712346) | > loss_gen: 2.4699854850769043 (2.2031234616325017) | > loss_kl: 2.3678224086761475 (3.062994332540603) | > loss_feat: 5.4601945877075195 (6.489469982328869) | > loss_mel: 16.24443817138672 (17.513933000110445) | > loss_duration: 2.207847833633423 (2.3761114279429116) | > loss_1: 28.750289916992188 (31.645632335117885)  --> STEP: 22 | > loss_disc: 2.490865707397461 (2.489440148526972) | > loss_disc_real_0: 0.17680881917476654 (0.11903574961152943) | > loss_disc_real_1: 0.1869402974843979 (0.17124136029319328) | > loss_disc_real_2: 0.23377256095409393 (0.2355556386438283) | > loss_disc_real_3: 0.20210027694702148 (0.24651570550420068) | > loss_disc_real_4: 0.31149405241012573 (0.2573315806009553) | > loss_disc_real_5: 0.20537064969539642 (0.2535454366694797) | > loss_0: 2.490865707397461 (2.489440148526972) | > loss_gen: 2.346226692199707 (2.209628153931011) | > loss_kl: 2.326444149017334 (3.029514778744091) | > loss_feat: 7.969777584075928 (6.5567566914991895) | > loss_mel: 17.939727783203125 (17.53328730843284) | > loss_duration: 2.1925039291381836 (2.367765632542697) | > loss_1: 32.774681091308594 (31.696952733126555)  --> STEP: 23 | > loss_disc: 2.625331401824951 (2.495348463887754) | > loss_disc_real_0: 0.17247167229652405 (0.12135905059783356) | > loss_disc_real_1: 0.1884172558784485 (0.1719881383621174) | > loss_disc_real_2: 0.22333656251430511 (0.23502437446428381) | > loss_disc_real_3: 0.2652488052845001 (0.24733018810334412) | > loss_disc_real_4: 0.25385782122612 (0.2571805475846581) | > loss_disc_real_5: 0.25750547647476196 (0.2537176123131876) | > loss_0: 2.625331401824951 (2.495348463887754) | > loss_gen: 2.094773292541504 (2.20463446430538) | > loss_kl: 3.7046701908111572 (3.0588693618774414) | > loss_feat: 6.28867244720459 (6.5451008547907294) | > loss_mel: 16.07463836669922 (17.46986778922703) | > loss_duration: 2.2964532375335693 (2.3646650936292564) | > loss_1: 30.45920753479004 (31.643137724503227)  --> STEP: 24 | > loss_disc: 2.53823184967041 (2.497135271628698) | > loss_disc_real_0: 0.12738445401191711 (0.12161010907342036) | > loss_disc_real_1: 0.15346671640872955 (0.1712164124473929) | > loss_disc_real_2: 0.3141998052597046 (0.23832335074742636) | > loss_disc_real_3: 0.24931910634040833 (0.24741305969655514) | > loss_disc_real_4: 0.2513359785079956 (0.2569370238731305) | > loss_disc_real_5: 0.2551298439502716 (0.25377645529806614) | > loss_0: 2.53823184967041 (2.497135271628698) | > loss_gen: 2.2902109622955322 (2.2082001517216363) | > loss_kl: 2.6027815341949463 (3.0398657023906708) | > loss_feat: 7.138903617858887 (6.569842636585236) | > loss_mel: 17.101179122924805 (17.45450576146444) | > loss_duration: 2.419166326522827 (2.366935978333155) | > loss_1: 31.552242279052734 (31.639350414276123)  --> STEP: 25 | > loss_disc: 2.553891658782959 (2.499405527114868) | > loss_disc_real_0: 0.11548754572868347 (0.12136520653963088) | > loss_disc_real_1: 0.2032858282327652 (0.1724991890788078) | > loss_disc_real_2: 0.17098461091518402 (0.23562980115413665) | > loss_disc_real_3: 0.21337077021598816 (0.24605136811733247) | > loss_disc_real_4: 0.271117627620697 (0.2575042480230331) | > loss_disc_real_5: 0.31118205189704895 (0.2560726791620255) | > loss_0: 2.553891658782959 (2.499405527114868) | > loss_gen: 2.140133857727051 (2.205477499961853) | > loss_kl: 3.025280714035034 (3.0392823028564453) | > loss_feat: 6.56791877746582 (6.569765682220459) | > loss_mel: 15.323548316955566 (17.369267463684086) | > loss_duration: 2.436004638671875 (2.369698724746704) | > loss_1: 29.49288558959961 (31.55349182128906)  --> STEP: 26 | > loss_disc: 2.7108826637268066 (2.5075392631384044) | > loss_disc_real_0: 0.14516878128051758 (0.1222807286450496) | > loss_disc_real_1: 0.1329861432313919 (0.17097945654621488) | > loss_disc_real_2: 0.1466677486896515 (0.23220818375165647) | > loss_disc_real_3: 0.11059340089559555 (0.24084144630111182) | > loss_disc_real_4: 0.12092000246047974 (0.25225100780908877) | > loss_disc_real_5: 0.22412343323230743 (0.2548438620108825) | > loss_0: 2.7108826637268066 (2.5075392631384044) | > loss_gen: 1.6143535375595093 (2.1827419629463782) | > loss_kl: 2.6090354919433594 (3.0227343485905576) | > loss_feat: 11.400810241699219 (6.755575088354258) | > loss_mel: 19.85063934326172 (17.464704843667842) | > loss_duration: 2.318115234375 (2.3677147443477926) | > loss_1: 37.79295349121094 (31.793471116286057) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025461637056790865 (+2.7372286869929187e-05) | > avg_loss_disc: 2.5075392631384044 (+0.005605807671180241) | > avg_loss_disc_real_0: 0.1222807286450496 (-0.03739296143444684) | > avg_loss_disc_real_1: 0.17097945654621488 (-0.07382997727164858) | > avg_loss_disc_real_2: 0.23220818375165647 (-0.03737228019879407) | > avg_loss_disc_real_3: 0.24084144630111182 (-0.057279964765677094) | > avg_loss_disc_real_4: 0.25225100780908877 (-0.023241258584536073) | > avg_loss_disc_real_5: 0.2548438620108825 (-0.011444654029149182) | > avg_loss_0: 2.5075392631384044 (+0.005605807671180241) | > avg_loss_gen: 2.1827419629463782 (-0.4183801504281859) | > avg_loss_kl: 3.0227343485905576 (-0.022333823717557433) | > avg_loss_feat: 6.755575088354258 (-0.17832812896141625) | > avg_loss_mel: 17.464704843667842 (+0.4981366304250905) | > avg_loss_duration: 2.3677147443477926 (+0.008542601878826162) | > avg_loss_1: 31.793471116286057 (-0.11236256819505996)  > EPOCH: 890/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:41:12)   --> TIME: 2024-06-12 06:41:22 -- STEP: 24/330 -- GLOBAL_STEP: 381725 | > loss_disc: 2.3471434116363525 (2.375802914301554) | > loss_disc_real_0: 0.13456471264362335 (0.10562911660720904) | > loss_disc_real_1: 0.19693917036056519 (0.20377931743860245) | > loss_disc_real_2: 0.2173622101545334 (0.21063064162929854) | > loss_disc_real_3: 0.24012106657028198 (0.22926603506008783) | > loss_disc_real_4: 0.2209690362215042 (0.23122870673735937) | > loss_disc_real_5: 0.19873757660388947 (0.22414703480899334) | > loss_0: 2.3471434116363525 (2.375802914301554) | > grad_norm_0: tensor(6.2709, device='cuda:0') (tensor(7.5760, device='cuda:0')) | > loss_gen: 2.410902500152588 (2.4586675862471257) | > loss_kl: 2.0345277786254883 (1.9298873494068782) | > loss_feat: 7.6367082595825195 (6.8775531848271685) | > loss_mel: 17.433725357055664 (17.196295181910195) | > loss_duration: 1.9314111471176147 (2.0260809113581977) | > loss_1: 31.447275161743164 (30.488484303156536) | > grad_norm_1: tensor(76.6270, device='cuda:0') (tensor(74.6157, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3702 (0.37163517872492474) | > loader_time: 0.0037 (0.0034878949324289956)  --> TIME: 2024-06-12 06:41:31 -- STEP: 49/330 -- GLOBAL_STEP: 381750 | > loss_disc: 2.2797582149505615 (2.349526770260869) | > loss_disc_real_0: 0.13353294134140015 (0.10587450527414984) | > loss_disc_real_1: 0.15996132791042328 (0.196702707482844) | > loss_disc_real_2: 0.19601161777973175 (0.20754218527248927) | > loss_disc_real_3: 0.22819580137729645 (0.22738224784938657) | > loss_disc_real_4: 0.19233109056949615 (0.22989526299797758) | > loss_disc_real_5: 0.18444840610027313 (0.2216068968480947) | > loss_0: 2.2797582149505615 (2.349526770260869) | > grad_norm_0: tensor(7.8680, device='cuda:0') (tensor(8.0045, device='cuda:0')) | > loss_gen: 2.528160572052002 (2.470848059167668) | > loss_kl: 1.8490936756134033 (1.9400193107371428) | > loss_feat: 7.313513278961182 (6.924243888076471) | > loss_mel: 17.19933319091797 (17.226281263390362) | > loss_duration: 1.9229321479797363 (1.9883176307288968) | > loss_1: 30.813032150268555 (30.54971013750349) | > grad_norm_1: tensor(63.9480, device='cuda:0') (tensor(75.6377, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3619 (0.3686570829274703) | > loader_time: 0.0038 (0.0035419220827063737)  --> TIME: 2024-06-12 06:41:41 -- STEP: 74/330 -- GLOBAL_STEP: 381775 | > loss_disc: 2.271254062652588 (2.3488995126775793) | > loss_disc_real_0: 0.08980239182710648 (0.10512280413830603) | > loss_disc_real_1: 0.20318657159805298 (0.19532300471454056) | > loss_disc_real_2: 0.2368754893541336 (0.20943808777106776) | > loss_disc_real_3: 0.22838349640369415 (0.22807871731551918) | > loss_disc_real_4: 0.22252152860164642 (0.2312436188394959) | > loss_disc_real_5: 0.2326926738023758 (0.22371875273214803) | > loss_0: 2.271254062652588 (2.3488995126775793) | > grad_norm_0: tensor(12.4558, device='cuda:0') (tensor(8.1874, device='cuda:0')) | > loss_gen: 2.602111339569092 (2.476841101775299) | > loss_kl: 2.0819733142852783 (1.9661962406055347) | > loss_feat: 7.090512752532959 (6.969275255460997) | > loss_mel: 17.288549423217773 (17.237449942408368) | > loss_duration: 1.9035325050354004 (1.9778405878994916) | > loss_1: 30.9666805267334 (30.627603118484085) | > grad_norm_1: tensor(135.1251, device='cuda:0') (tensor(81.8875, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3506 (0.36937621477487925) | > loader_time: 0.0046 (0.003663733198836043)  --> TIME: 2024-06-12 06:41:51 -- STEP: 99/330 -- GLOBAL_STEP: 381800 | > loss_disc: 2.3866329193115234 (2.354234717108986) | > loss_disc_real_0: 0.13179288804531097 (0.10682521158396596) | > loss_disc_real_1: 0.190024271607399 (0.19592688676684794) | > loss_disc_real_2: 0.23375257849693298 (0.2094916281375018) | > loss_disc_real_3: 0.23173610866069794 (0.22828498964357857) | > loss_disc_real_4: 0.2236047387123108 (0.23178980507031835) | > loss_disc_real_5: 0.21574799716472626 (0.22389877986426304) | > loss_0: 2.3866329193115234 (2.354234717108986) | > grad_norm_0: tensor(10.4957, device='cuda:0') (tensor(8.6039, device='cuda:0')) | > loss_gen: 2.391195774078369 (2.4690489239162874) | > loss_kl: 1.8211448192596436 (1.9711053178767965) | > loss_feat: 6.288719177246094 (6.915063154817831) | > loss_mel: 16.776540756225586 (17.163175303526586) | > loss_duration: 1.9859005212783813 (1.979293617335233) | > loss_1: 29.26350212097168 (30.497686251245362) | > grad_norm_1: tensor(134.2564, device='cuda:0') (tensor(85.7434, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3881 (0.37063533127909953) | > loader_time: 0.0037 (0.003724088572492503)  --> TIME: 2024-06-12 06:42:00 -- STEP: 124/330 -- GLOBAL_STEP: 381825 | > loss_disc: 2.409252166748047 (2.3651277134495388) | > loss_disc_real_0: 0.13703930377960205 (0.1093217259453189) | > loss_disc_real_1: 0.1748933643102646 (0.19661480488796387) | > loss_disc_real_2: 0.20357376337051392 (0.21086574838526786) | > loss_disc_real_3: 0.22095833718776703 (0.22909942461598304) | > loss_disc_real_4: 0.20410685241222382 (0.23233370074341375) | > loss_disc_real_5: 0.19994598627090454 (0.2238057125960627) | > loss_0: 2.409252166748047 (2.3651277134495388) | > grad_norm_0: tensor(8.4252, device='cuda:0') (tensor(9.1508, device='cuda:0')) | > loss_gen: 2.293076515197754 (2.4642114562373005) | > loss_kl: 1.9380826950073242 (1.9827773763287453) | > loss_feat: 6.596151828765869 (6.876917212240158) | > loss_mel: 17.43437385559082 (17.159913362995255) | > loss_duration: 2.0035667419433594 (1.9835949453615374) | > loss_1: 30.26525115966797 (30.467414271446966) | > grad_norm_1: tensor(45.0543, device='cuda:0') (tensor(102.7999, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3858 (0.37310618931247336) | > loader_time: 0.0037 (0.0038221305416476343)  --> TIME: 2024-06-12 06:42:10 -- STEP: 149/330 -- GLOBAL_STEP: 381850 | > loss_disc: 2.5377092361450195 (2.371069114480242) | > loss_disc_real_0: 0.08973316848278046 (0.11248269342136064) | > loss_disc_real_1: 0.2526785135269165 (0.1977373855626023) | > loss_disc_real_2: 0.24617382884025574 (0.21092007554217468) | > loss_disc_real_3: 0.23067259788513184 (0.22915394254178809) | > loss_disc_real_4: 0.23507322371006012 (0.23162052785390175) | > loss_disc_real_5: 0.259252667427063 (0.222917442753811) | > loss_0: 2.5377092361450195 (2.371069114480242) | > grad_norm_0: tensor(10.4903, device='cuda:0') (tensor(10.4832, device='cuda:0')) | > loss_gen: 2.6078362464904785 (2.4600903971883277) | > loss_kl: 1.884113073348999 (1.9918313930498674) | > loss_feat: 6.380873680114746 (6.87411122354085) | > loss_mel: 17.089935302734375 (17.14690812002091) | > loss_duration: 2.029444456100464 (1.9888265828958294) | > loss_1: 29.992202758789062 (30.461767670292183) | > grad_norm_1: tensor(312.3489, device='cuda:0') (tensor(126.3202, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3714 (0.3755314846166828) | > loader_time: 0.0054 (0.003916255579698806)  --> TIME: 2024-06-12 06:42:20 -- STEP: 174/330 -- GLOBAL_STEP: 381875 | > loss_disc: 2.4779534339904785 (2.3766158928816337) | > loss_disc_real_0: 0.13870877027511597 (0.11630628219452398) | > loss_disc_real_1: 0.20730671286582947 (0.1970248017674205) | > loss_disc_real_2: 0.23750431835651398 (0.21197862178087232) | > loss_disc_real_3: 0.2255055159330368 (0.22910475328393365) | > loss_disc_real_4: 0.24783724546432495 (0.23195564695473375) | > loss_disc_real_5: 0.2475641369819641 (0.2227125490705172) | > loss_0: 2.4779534339904785 (2.3766158928816337) | > grad_norm_0: tensor(34.0544, device='cuda:0') (tensor(12.2880, device='cuda:0')) | > loss_gen: 2.248363971710205 (2.46103126427223) | > loss_kl: 2.088320255279541 (1.9997091889381409) | > loss_feat: 6.935002326965332 (6.882260845995497) | > loss_mel: 16.462974548339844 (17.12482796044184) | > loss_duration: 2.089968204498291 (1.9948844820603557) | > loss_1: 29.824628829956055 (30.46271373485697) | > grad_norm_1: tensor(262.1115, device='cuda:0') (tensor(149.2562, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3988 (0.3773786007672891) | > loader_time: 0.0044 (0.004026593833134092)  --> TIME: 2024-06-12 06:42:30 -- STEP: 199/330 -- GLOBAL_STEP: 381900 | > loss_disc: 2.1902272701263428 (2.3781561144632315) | > loss_disc_real_0: 0.10134433954954147 (0.11780779374454489) | > loss_disc_real_1: 0.1725626438856125 (0.19731306123673617) | > loss_disc_real_2: 0.21366094052791595 (0.21164280707812186) | > loss_disc_real_3: 0.2165037840604782 (0.22921396709566738) | > loss_disc_real_4: 0.1898684948682785 (0.2321948407582901) | > loss_disc_real_5: 0.19404582679271698 (0.22211811972323375) | > loss_0: 2.1902272701263428 (2.3781561144632315) | > grad_norm_0: tensor(19.2277, device='cuda:0') (tensor(14.1585, device='cuda:0')) | > loss_gen: 2.6002659797668457 (2.465005564330211) | > loss_kl: 1.9295107126235962 (2.004860101033696) | > loss_feat: 8.118002891540527 (6.8941974687815915) | > loss_mel: 17.803165435791016 (17.097320082199623) | > loss_duration: 2.11491322517395 (2.0035484184571857) | > loss_1: 32.56585693359375 (30.464931603053106) | > grad_norm_1: tensor(345.9049, device='cuda:0') (tensor(175.8715, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.3985 (0.380370943989586) | > loader_time: 0.0055 (0.00412314022006701)  --> TIME: 2024-06-12 06:42:41 -- STEP: 224/330 -- GLOBAL_STEP: 381925 | > loss_disc: 2.4023332595825195 (2.381833297865731) | > loss_disc_real_0: 0.127810537815094 (0.1181521946896932) | > loss_disc_real_1: 0.18206787109375 (0.19727637838306172) | > loss_disc_real_2: 0.21692563593387604 (0.21210441598668692) | > loss_disc_real_3: 0.23332490026950836 (0.23047161887266807) | > loss_disc_real_4: 0.2528994381427765 (0.23237267196444528) | > loss_disc_real_5: 0.2237994223833084 (0.22253794994737422) | > loss_0: 2.4023332595825195 (2.381833297865731) | > grad_norm_0: tensor(28.1772, device='cuda:0') (tensor(15.7051, device='cuda:0')) | > loss_gen: 2.5179059505462646 (2.4647506603172853) | > loss_kl: 2.12811017036438 (2.01316079550556) | > loss_feat: 7.1691203117370605 (6.888646657977786) | > loss_mel: 17.191593170166016 (17.05373067940983) | > loss_duration: 2.1214232444763184 (2.011277996003628) | > loss_1: 31.12815284729004 (30.431566757815226) | > grad_norm_1: tensor(480.8891, device='cuda:0') (tensor(198.7993, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.4074 (0.3839929189000811) | > loader_time: 0.0058 (0.004249967634677886)  --> TIME: 2024-06-12 06:42:52 -- STEP: 249/330 -- GLOBAL_STEP: 381950 | > loss_disc: 2.458519697189331 (2.382180212970718) | > loss_disc_real_0: 0.14711138606071472 (0.11854981774666223) | > loss_disc_real_1: 0.21389450132846832 (0.19729259143392724) | > loss_disc_real_2: 0.19148874282836914 (0.21223511124949854) | > loss_disc_real_3: 0.24968232214450836 (0.23017310587517228) | > loss_disc_real_4: 0.2257949709892273 (0.23228744234904708) | > loss_disc_real_5: 0.22895139455795288 (0.2229707938839633) | > loss_0: 2.458519697189331 (2.382180212970718) | > grad_norm_0: tensor(25.3395, device='cuda:0') (tensor(16.0450, device='cuda:0')) | > loss_gen: 2.2731845378875732 (2.4611090483914424) | > loss_kl: 2.041144847869873 (2.0154573500874555) | > loss_feat: 6.207699775695801 (6.876928879075261) | > loss_mel: 16.70995330810547 (17.012334195485543) | > loss_duration: 2.101532459259033 (2.0202688060132377) | > loss_1: 29.333513259887695 (30.3860982565516) | > grad_norm_1: tensor(186.0577, device='cuda:0') (tensor(204.9082, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.4208 (0.387861304493793) | > loader_time: 0.0052 (0.0043551174991102075)  --> TIME: 2024-06-12 06:43:03 -- STEP: 274/330 -- GLOBAL_STEP: 381975 | > loss_disc: 2.34881854057312 (2.383548217098207) | > loss_disc_real_0: 0.10687272995710373 (0.1193944441195387) | > loss_disc_real_1: 0.1718001365661621 (0.1971958173017432) | > loss_disc_real_2: 0.1910092979669571 (0.2125975213890528) | > loss_disc_real_3: 0.2539222836494446 (0.2307755638756891) | > loss_disc_real_4: 0.26271679997444153 (0.232753238810675) | > loss_disc_real_5: 0.2308945506811142 (0.22315541573249512) | > loss_0: 2.34881854057312 (2.383548217098207) | > grad_norm_0: tensor(24.9935, device='cuda:0') (tensor(16.6340, device='cuda:0')) | > loss_gen: 2.352202892303467 (2.4582983116163835) | > loss_kl: 2.0497066974639893 (2.0210910570012413) | > loss_feat: 6.583898544311523 (6.887531350128842) | > loss_mel: 16.031234741210938 (16.968383771659674) | > loss_duration: 2.1193466186523438 (2.0292966618155046) | > loss_1: 29.136390686035156 (30.3646011074094) | > grad_norm_1: tensor(573.0433, device='cuda:0') (tensor(216.1168, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.4586 (0.39237658211784643) | > loader_time: 0.0064 (0.00451245534158971)  --> TIME: 2024-06-12 06:43:15 -- STEP: 299/330 -- GLOBAL_STEP: 382000 | > loss_disc: 2.51407790184021 (2.383552900524841) | > loss_disc_real_0: 0.1423744410276413 (0.12026820080136774) | > loss_disc_real_1: 0.17541487514972687 (0.19718537467179892) | > loss_disc_real_2: 0.20589104294776917 (0.2122210502923531) | > loss_disc_real_3: 0.22381067276000977 (0.23042372173090842) | > loss_disc_real_4: 0.2300516664981842 (0.232375447367346) | > loss_disc_real_5: 0.23174354434013367 (0.2226899803980537) | > loss_0: 2.51407790184021 (2.383552900524841) | > grad_norm_0: tensor(34.4746, device='cuda:0') (tensor(17.6147, device='cuda:0')) | > loss_gen: 2.3056695461273193 (2.4606447730176026) | > loss_kl: 2.045661449432373 (2.0280446160995855) | > loss_feat: 6.707017421722412 (6.8999784224009435) | > loss_mel: 16.628803253173828 (16.93434365377776) | > loss_duration: 2.2038073539733887 (2.0404924708465275) | > loss_1: 29.890958786010742 (30.36350386118809) | > grad_norm_1: tensor(203.6356, device='cuda:0') (tensor(233.1924, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.4853 (0.3980475955184884) | > loader_time: 0.007 (0.004674224151815457) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_382000.pth  --> TIME: 2024-06-12 06:43:34 -- STEP: 324/330 -- GLOBAL_STEP: 382025 | > loss_disc: 2.3821020126342773 (2.3865257832739086) | > loss_disc_real_0: 0.10469471663236618 (0.12163402174633962) | > loss_disc_real_1: 0.14436574280261993 (0.1975556816675781) | > loss_disc_real_2: 0.18321920931339264 (0.21247314859503577) | > loss_disc_real_3: 0.2090492993593216 (0.23064722838225188) | > loss_disc_real_4: 0.2742522656917572 (0.23258348729139494) | > loss_disc_real_5: 0.25052452087402344 (0.22221978569840206) | > loss_0: 2.3821020126342773 (2.3865257832739086) | > grad_norm_0: tensor(18.7830, device='cuda:0') (tensor(19.0415, device='cuda:0')) | > loss_gen: 2.540311574935913 (2.4632051910883113) | > loss_kl: 2.137904167175293 (2.035545518368853) | > loss_feat: 10.103469848632812 (6.964665857362158) | > loss_mel: 17.04496192932129 (16.899976680308185) | > loss_duration: 2.2621209621429443 (2.0552196649857515) | > loss_1: 34.088768005371094 (30.418612862810676) | > grad_norm_1: tensor(445.7060, device='cuda:0') (tensor(249.8362, device='cuda:0')) | > current_lr_0: 0.00017894176412878098 | > current_lr_1: 0.00017894176412878098 | > step_time: 0.6016 (0.41071870371147423) | > loader_time: 0.0093 (0.004950772832941124)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.785409927368164 (2.785409927368164) | > loss_disc_real_0: 0.20140156149864197 (0.20140156149864197) | > loss_disc_real_1: 0.28431200981140137 (0.28431200981140137) | > loss_disc_real_2: 0.24789059162139893 (0.24789059162139893) | > loss_disc_real_3: 0.2460433393716812 (0.2460433393716812) | > loss_disc_real_4: 0.2608463764190674 (0.2608463764190674) | > loss_disc_real_5: 0.24277335405349731 (0.24277335405349731) | > loss_0: 2.785409927368164 (2.785409927368164) | > loss_gen: 2.3484694957733154 (2.3484694957733154) | > loss_kl: 2.4525279998779297 (2.4525279998779297) | > loss_feat: 5.9048614501953125 (5.9048614501953125) | > loss_mel: 15.35249137878418 (15.35249137878418) | > loss_duration: 3.103609085083008 (3.103609085083008) | > loss_1: 29.161958694458008 (29.161958694458008)  --> STEP: 1 | > loss_disc: 2.251812219619751 (2.251812219619751) | > loss_disc_real_0: 0.10398204624652863 (0.10398204624652863) | > loss_disc_real_1: 0.2049747258424759 (0.2049747258424759) | > loss_disc_real_2: 0.19570177793502808 (0.19570177793502808) | > loss_disc_real_3: 0.199557825922966 (0.199557825922966) | > loss_disc_real_4: 0.24788372218608856 (0.24788372218608856) | > loss_disc_real_5: 0.2521512806415558 (0.2521512806415558) | > loss_0: 2.251812219619751 (2.251812219619751) | > loss_gen: 2.5702733993530273 (2.5702733993530273) | > loss_kl: 3.5995728969573975 (3.5995728969573975) | > loss_feat: 7.531569004058838 (7.531569004058838) | > loss_mel: 19.048044204711914 (19.048044204711914) | > loss_duration: 2.487549066543579 (2.487549066543579) | > loss_1: 35.23700714111328 (35.23700714111328)  --> STEP: 2 | > loss_disc: 2.1994729042053223 (2.2256425619125366) | > loss_disc_real_0: 0.07934214174747467 (0.09166209399700165) | > loss_disc_real_1: 0.2790808081626892 (0.24202776700258255) | > loss_disc_real_2: 0.27480244636535645 (0.23525211215019226) | > loss_disc_real_3: 0.24067728221416473 (0.22011755406856537) | > loss_disc_real_4: 0.22436997294425964 (0.2361268475651741) | > loss_disc_real_5: 0.17342230677604675 (0.21278679370880127) | > loss_0: 2.1994729042053223 (2.2256425619125366) | > loss_gen: 2.8062169551849365 (2.688245177268982) | > loss_kl: 2.709264039993286 (3.154418468475342) | > loss_feat: 6.167192459106445 (6.849380731582642) | > loss_mel: 17.569091796875 (18.308568000793457) | > loss_duration: 2.575618028640747 (2.531583547592163) | > loss_1: 31.82738494873047 (33.532196044921875)  --> STEP: 3 | > loss_disc: 2.5751256942749023 (2.3421369393666587) | > loss_disc_real_0: 0.10314764082431793 (0.09549060960610707) | > loss_disc_real_1: 0.24510696530342102 (0.24305416643619537) | > loss_disc_real_2: 0.15561507642269135 (0.2087064335743586) | > loss_disc_real_3: 0.25587475299835205 (0.23203662037849426) | > loss_disc_real_4: 0.29618650674819946 (0.25614673395951587) | > loss_disc_real_5: 0.28774750232696533 (0.23777369658152261) | > loss_0: 2.5751256942749023 (2.3421369393666587) | > loss_gen: 2.229863166809082 (2.5354511737823486) | > loss_kl: 3.8310697078704834 (3.3799688816070557) | > loss_feat: 6.372555732727051 (6.690439065297444) | > loss_mel: 18.768123626708984 (18.461753209431965) | > loss_duration: 2.3162102699279785 (2.459792455037435) | > loss_1: 33.517822265625 (33.52740478515625)  --> STEP: 4 | > loss_disc: 2.434810161590576 (2.365305244922638) | > loss_disc_real_0: 0.1367669254541397 (0.10580968856811523) | > loss_disc_real_1: 0.25874876976013184 (0.2469778172671795) | > loss_disc_real_2: 0.2006668597459793 (0.2066965401172638) | > loss_disc_real_3: 0.24739061295986176 (0.23587511852383614) | > loss_disc_real_4: 0.27239754796028137 (0.26020943745970726) | > loss_disc_real_5: 0.22636371850967407 (0.23492120206356049) | > loss_0: 2.434810161590576 (2.365305244922638) | > loss_gen: 2.3992271423339844 (2.5013951659202576) | > loss_kl: 3.3597147464752197 (3.3749053478240967) | > loss_feat: 6.388882160186768 (6.615049839019775) | > loss_mel: 18.63505744934082 (18.50507926940918) | > loss_duration: 2.4149537086486816 (2.4485827684402466) | > loss_1: 33.197837829589844 (33.44501304626465)  --> STEP: 5 | > loss_disc: 2.6483404636383057 (2.4219122886657716) | > loss_disc_real_0: 0.16559138894081116 (0.11776602864265442) | > loss_disc_real_1: 0.35598546266555786 (0.2687793463468552) | > loss_disc_real_2: 0.2515850067138672 (0.21567423343658448) | > loss_disc_real_3: 0.25532057881355286 (0.2397642105817795) | > loss_disc_real_4: 0.21330998837947845 (0.2508295476436615) | > loss_disc_real_5: 0.19793109595775604 (0.22752318084239959) | > loss_0: 2.6483404636383057 (2.4219122886657716) | > loss_gen: 2.336923599243164 (2.468500852584839) | > loss_kl: 2.8722245693206787 (3.2743691921234133) | > loss_feat: 4.982102870941162 (6.288460445404053) | > loss_mel: 15.169092178344727 (17.83788185119629) | > loss_duration: 2.3996405601501465 (2.4387943267822267) | > loss_1: 27.75998306274414 (32.308007049560544)  --> STEP: 6 | > loss_disc: 2.3558201789855957 (2.4108969370524087) | > loss_disc_real_0: 0.10487969219684601 (0.11561830590168636) | > loss_disc_real_1: 0.23683792352676392 (0.26345577587683994) | > loss_disc_real_2: 0.23529218137264252 (0.2189438914259275) | > loss_disc_real_3: 0.31111466884613037 (0.251655953625838) | > loss_disc_real_4: 0.23757484555244446 (0.24862043062845865) | > loss_disc_real_5: 0.15786877274513245 (0.21591411282618841) | > loss_0: 2.3558201789855957 (2.4108969370524087) | > loss_gen: 2.525759696960449 (2.4780439933141074) | > loss_kl: 3.1601409912109375 (3.2553311586380005) | > loss_feat: 5.344575881958008 (6.131146351496379) | > loss_mel: 18.09709930419922 (17.88108476003011) | > loss_duration: 2.2211766242980957 (2.402524709701538) | > loss_1: 31.348751068115234 (32.14813105265299)  --> STEP: 7 | > loss_disc: 2.297517776489258 (2.394699914114816) | > loss_disc_real_0: 0.06842097640037537 (0.10887583025864192) | > loss_disc_real_1: 0.25730133056640625 (0.2625765694039209) | > loss_disc_real_2: 0.25628796219825745 (0.22427875867911748) | > loss_disc_real_3: 0.19967769086360931 (0.24423048751694815) | > loss_disc_real_4: 0.21147173643112183 (0.24331347431455339) | > loss_disc_real_5: 0.17650334537029266 (0.21028400318963186) | > loss_0: 2.297517776489258 (2.394699914114816) | > loss_gen: 2.2198326587677 (2.441156659807478) | > loss_kl: 4.3450140953063965 (3.4110001495906284) | > loss_feat: 7.059719085693359 (6.263799599238804) | > loss_mel: 18.060903549194336 (17.906773158482142) | > loss_duration: 2.5144705772399902 (2.4185169764927457) | > loss_1: 34.1999397277832 (32.4412465776716)  --> STEP: 8 | > loss_disc: 2.489546298980713 (2.406555712223053) | > loss_disc_real_0: 0.17198710143566132 (0.11676473915576935) | > loss_disc_real_1: 0.297542005777359 (0.2669472489506006) | > loss_disc_real_2: 0.21142251789569855 (0.2226717285811901) | > loss_disc_real_3: 0.19592297077178955 (0.23819204792380333) | > loss_disc_real_4: 0.16450835764408112 (0.23346283473074436) | > loss_disc_real_5: 0.20637834072113037 (0.20979579538106918) | > loss_0: 2.489546298980713 (2.406555712223053) | > loss_gen: 2.286071300506592 (2.421770989894867) | > loss_kl: 3.431732654571533 (3.4135917127132416) | > loss_feat: 9.081271171569824 (6.615983545780182) | > loss_mel: 18.77447509765625 (18.015235900878906) | > loss_duration: 2.297703742980957 (2.403415322303772) | > loss_1: 35.871253967285156 (32.86999750137329)  --> STEP: 9 | > loss_disc: 2.379878044128418 (2.4035915268792047) | > loss_disc_real_0: 0.16643580794334412 (0.1222837467988332) | > loss_disc_real_1: 0.2614971101284027 (0.2663416779703564) | > loss_disc_real_2: 0.23453707993030548 (0.22399010095331404) | > loss_disc_real_3: 0.17194314301013947 (0.2308310584889518) | > loss_disc_real_4: 0.1982342004776001 (0.22954854203595054) | > loss_disc_real_5: 0.2274547517299652 (0.21175790164205763) | > loss_0: 2.379878044128418 (2.4035915268792047) | > loss_gen: 2.542384624481201 (2.435172504848904) | > loss_kl: 2.9196746349334717 (3.3587120374043784) | > loss_feat: 9.444696426391602 (6.9302849769592285) | > loss_mel: 18.122852325439453 (18.027193281385635) | > loss_duration: 2.201385974884033 (2.380967617034912) | > loss_1: 35.230995178222656 (33.132330576578774)  --> STEP: 10 | > loss_disc: 2.372853994369507 (2.400517773628235) | > loss_disc_real_0: 0.08098027110099792 (0.11815339922904969) | > loss_disc_real_1: 0.2777054011821747 (0.26747805029153826) | > loss_disc_real_2: 0.25993701815605164 (0.2275847926735878) | > loss_disc_real_3: 0.2139628529548645 (0.22914423793554306) | > loss_disc_real_4: 0.21647696197032928 (0.22824138402938843) | > loss_disc_real_5: 0.20780985057353973 (0.21136309653520585) | > loss_0: 2.372853994369507 (2.400517773628235) | > loss_gen: 2.3944175243377686 (2.4310970067977906) | > loss_kl: 2.9226248264312744 (3.315103316307068) | > loss_feat: 5.417448997497559 (6.779001379013062) | > loss_mel: 14.422150611877441 (17.666689014434816) | > loss_duration: 2.4469940662384033 (2.3875702619552612) | > loss_1: 27.603635787963867 (32.579461097717285)  --> STEP: 11 | > loss_disc: 2.6406681537628174 (2.422349626367742) | > loss_disc_real_0: 0.1708659529685974 (0.12294544956900856) | > loss_disc_real_1: 0.3317756652832031 (0.2733232880180532) | > loss_disc_real_2: 0.21860748529434204 (0.2267686738209291) | > loss_disc_real_3: 0.24915528297424316 (0.23096342384815216) | > loss_disc_real_4: 0.1959339827299118 (0.22530434754761783) | > loss_disc_real_5: 0.21510158479213715 (0.2117029591040178) | > loss_0: 2.6406681537628174 (2.422349626367742) | > loss_gen: 2.205592393875122 (2.410596587441184) | > loss_kl: 3.779939651489258 (3.357361164959994) | > loss_feat: 5.23909330368042 (6.639009735801003) | > loss_mel: 16.774686813354492 (17.585597905245695) | > loss_duration: 2.519533157348633 (2.399566888809204) | > loss_1: 30.51884651184082 (32.39213249900124)  --> STEP: 12 | > loss_disc: 2.6248855590820312 (2.4392276207605996) | > loss_disc_real_0: 0.18942633271217346 (0.1284855231642723) | > loss_disc_real_1: 0.24226529896259308 (0.27073512226343155) | > loss_disc_real_2: 0.2999953031539917 (0.23287089293201765) | > loss_disc_real_3: 0.2583082616329193 (0.23324216033021608) | > loss_disc_real_4: 0.2685759663581848 (0.22891031578183174) | > loss_disc_real_5: 0.32399606704711914 (0.22106071809927622) | > loss_0: 2.6248855590820312 (2.4392276207605996) | > loss_gen: 2.4243125915527344 (2.411739587783813) | > loss_kl: 2.688462734222412 (3.3016196290651956) | > loss_feat: 5.543983459472656 (6.547757546106975) | > loss_mel: 16.673118591308594 (17.509557962417603) | > loss_duration: 2.3277428150177 (2.3935815493265786) | > loss_1: 29.657621383666992 (32.16425657272339)  --> STEP: 13 | > loss_disc: 2.520376443862915 (2.4454698379223165) | > loss_disc_real_0: 0.09381894022226334 (0.12581886293796393) | > loss_disc_real_1: 0.2605656087398529 (0.26995285199238706) | > loss_disc_real_2: 0.23935532569885254 (0.2333696954525434) | > loss_disc_real_3: 0.2667546570301056 (0.23582004469174606) | > loss_disc_real_4: 0.24563893675804138 (0.2301971327800017) | > loss_disc_real_5: 0.26195189356803894 (0.2242061931353349) | > loss_0: 2.520376443862915 (2.4454698379223165) | > loss_gen: 2.2828891277313232 (2.4018280139336214) | > loss_kl: 3.3446295261383057 (3.304928082686204) | > loss_feat: 5.773672580718994 (6.488212548769438) | > loss_mel: 15.97401237487793 (17.391439071068397) | > loss_duration: 2.2403085231781006 (2.3817913165459266) | > loss_1: 29.61551284790039 (31.96819936312162)  --> STEP: 14 | > loss_disc: 2.389697313308716 (2.441486086164202) | > loss_disc_real_0: 0.2038624882698059 (0.13139340760452406) | > loss_disc_real_1: 0.22977937757968903 (0.26708331810576574) | > loss_disc_real_2: 0.22142358124256134 (0.23251640158040182) | > loss_disc_real_3: 0.18725554645061493 (0.23235115196023667) | > loss_disc_real_4: 0.2068188488483429 (0.2285272553563118) | > loss_disc_real_5: 0.1691058725118637 (0.2202704559479441) | > loss_0: 2.389697313308716 (2.441486086164202) | > loss_gen: 2.3530797958374023 (2.39834599835532) | > loss_kl: 3.847489356994629 (3.3436824594225203) | > loss_feat: 7.654306411743164 (6.571504967553275) | > loss_mel: 19.372636795043945 (17.532953194209508) | > loss_duration: 2.4687771797180176 (2.3880045924867903) | > loss_1: 35.6962890625 (32.23449148450579)  --> STEP: 15 | > loss_disc: 2.4809250831604004 (2.4441153526306154) | > loss_disc_real_0: 0.09348133951425552 (0.12886593639850616) | > loss_disc_real_1: 0.2623266875743866 (0.2667662094036738) | > loss_disc_real_2: 0.23780404031276703 (0.23286891082922617) | > loss_disc_real_3: 0.25480514764785767 (0.2338480850060781) | > loss_disc_real_4: 0.22504249215126038 (0.22829493780930837) | > loss_disc_real_5: 0.20123593509197235 (0.2190014878908793) | > loss_0: 2.4809250831604004 (2.4441153526306154) | > loss_gen: 2.5342769622802734 (2.4074080626169834) | > loss_kl: 3.7058794498443604 (3.367828925450643) | > loss_feat: 6.799081802368164 (6.5866767565409345) | > loss_mel: 18.328369140625 (17.585980923970542) | > loss_duration: 2.372535228729248 (2.3869733015696206) | > loss_1: 33.740142822265625 (32.33486824035644)  --> STEP: 16 | > loss_disc: 2.7420058250427246 (2.462733507156372) | > loss_disc_real_0: 0.1792927086353302 (0.13201760966330767) | > loss_disc_real_1: 0.2811102569103241 (0.26766271237283945) | > loss_disc_real_2: 0.2674785852432251 (0.2350320154801011) | > loss_disc_real_3: 0.25600072741508484 (0.235232625156641) | > loss_disc_real_4: 0.22793494164943695 (0.2282724380493164) | > loss_disc_real_5: 0.33384281396865845 (0.2261790707707405) | > loss_0: 2.7420058250427246 (2.462733507156372) | > loss_gen: 2.224378824234009 (2.3959687352180477) | > loss_kl: 3.3580496311187744 (3.367217719554901) | > loss_feat: 5.63816499710083 (6.527394771575928) | > loss_mel: 15.702210426330566 (17.468245267868042) | > loss_duration: 2.4166736602783203 (2.3888295739889145) | > loss_1: 29.3394775390625 (32.147656321525574)  --> STEP: 17 | > loss_disc: 2.5021724700927734 (2.465053446152631) | > loss_disc_real_0: 0.14826804399490356 (0.13297351756516626) | > loss_disc_real_1: 0.2999972105026245 (0.2695647416745915) | > loss_disc_real_2: 0.26122841238975525 (0.2365729800041984) | > loss_disc_real_3: 0.2364291548728943 (0.2353030092575971) | > loss_disc_real_4: 0.2631630003452301 (0.23032482406672308) | > loss_disc_real_5: 0.22517356276512146 (0.22611992324099822) | > loss_0: 2.5021724700927734 (2.465053446152631) | > loss_gen: 2.5529747009277344 (2.4052043802597938) | > loss_kl: 2.677170991897583 (3.3266267355750587) | > loss_feat: 6.960791110992432 (6.552888673894546) | > loss_mel: 17.704904556274414 (17.482166402480182) | > loss_duration: 2.471220016479492 (2.3936760706060074) | > loss_1: 32.367061614990234 (32.16056251525879)  --> STEP: 18 | > loss_disc: 2.3902456760406494 (2.4608974589241877) | > loss_disc_real_0: 0.0805741399526596 (0.1300624410311381) | > loss_disc_real_1: 0.24123996496200562 (0.26799114296833676) | > loss_disc_real_2: 0.19946397840976715 (0.2345113688045078) | > loss_disc_real_3: 0.21958503127098083 (0.23442978825834063) | > loss_disc_real_4: 0.24149344861507416 (0.23094530320829815) | > loss_disc_real_5: 0.20669610798358917 (0.22504082239336437) | > loss_0: 2.3902456760406494 (2.4608974589241877) | > loss_gen: 2.1253609657287598 (2.389657523896959) | > loss_kl: 3.1747119426727295 (3.318187024858263) | > loss_feat: 5.851424217224121 (6.5139184263017444) | > loss_mel: 16.836265563964844 (17.446283022562664) | > loss_duration: 2.2683701515197754 (2.386714630656772) | > loss_1: 30.256132125854492 (32.05476082695855)  --> STEP: 19 | > loss_disc: 2.6353659629821777 (2.470080011769345) | > loss_disc_real_0: 0.24746070802211761 (0.13624129718855807) | > loss_disc_real_1: 0.3650070130825043 (0.2730972413953982) | > loss_disc_real_2: 0.2192695140838623 (0.2337091659244738) | > loss_disc_real_3: 0.2629960775375366 (0.235933277167772) | > loss_disc_real_4: 0.28863078355789185 (0.23398138112143466) | > loss_disc_real_5: 0.27608832716941833 (0.22772753317105143) | > loss_0: 2.6353659629821777 (2.470080011769345) | > loss_gen: 2.6188454627990723 (2.40172004699707) | > loss_kl: 2.400879383087158 (3.2699076752913627) | > loss_feat: 6.7549967765808105 (6.526606760526958) | > loss_mel: 17.236560821533203 (17.435245011982165) | > loss_duration: 2.343430995941162 (2.3844365446191085) | > loss_1: 31.354713439941406 (32.017916227641855)  --> STEP: 20 | > loss_disc: 2.4946718215942383 (2.4713096022605896) | > loss_disc_real_0: 0.13818445801734924 (0.13633845522999763) | > loss_disc_real_1: 0.31212493777275085 (0.27504862621426585) | > loss_disc_real_2: 0.2805720865726471 (0.23605231195688248) | > loss_disc_real_3: 0.23898909986019135 (0.23608606830239295) | > loss_disc_real_4: 0.2197808474302292 (0.23327135443687438) | > loss_disc_real_5: 0.26945048570632935 (0.22981368079781533) | > loss_0: 2.4946718215942383 (2.4713096022605896) | > loss_gen: 2.3448970317840576 (2.398878896236419) | > loss_kl: 2.0895979404449463 (3.2108921885490416) | > loss_feat: 5.645637512207031 (6.482558298110962) | > loss_mel: 19.189165115356445 (17.522941017150877) | > loss_duration: 2.2860946655273438 (2.37951945066452) | > loss_1: 31.555391311645508 (31.994789981842036)  --> STEP: 21 | > loss_disc: 2.553563117980957 (2.475226436342512) | > loss_disc_real_0: 0.1360204815864563 (0.13632331362792424) | > loss_disc_real_1: 0.3012363612651825 (0.2762956612166904) | > loss_disc_real_2: 0.24447673559188843 (0.23645347498712085) | > loss_disc_real_3: 0.3059958219528198 (0.23941510419050852) | > loss_disc_real_4: 0.24037571251392365 (0.23360965720244817) | > loss_disc_real_5: 0.2765986919403076 (0.23204153847126735) | > loss_0: 2.553563117980957 (2.475226436342512) | > loss_gen: 2.4692788124084473 (2.4022312731969917) | > loss_kl: 2.194065809249878 (3.162471884772891) | > loss_feat: 5.24545431137085 (6.423648584456671) | > loss_mel: 15.970386505126953 (17.449009849911643) | > loss_duration: 2.195220947265625 (2.3707433314550492) | > loss_1: 28.074405670166016 (31.80810501461937)  --> STEP: 22 | > loss_disc: 2.3298165798187256 (2.4686168974096128) | > loss_disc_real_0: 0.10404592752456665 (0.13485615971413525) | > loss_disc_real_1: 0.17698511481285095 (0.27178154547106137) | > loss_disc_real_2: 0.17863214015960693 (0.23382523249496112) | > loss_disc_real_3: 0.21012037992477417 (0.23808352581479333) | > loss_disc_real_4: 0.27035850286483765 (0.23528005927801132) | > loss_disc_real_5: 0.33065900206565857 (0.23652415045283057) | > loss_0: 2.3298165798187256 (2.4686168974096128) | > loss_gen: 2.5784928798675537 (2.41024316440929) | > loss_kl: 2.389321804046631 (3.127328699285334) | > loss_feat: 8.009535789489746 (6.495734366503629) | > loss_mel: 18.574594497680664 (17.5001727884466) | > loss_duration: 2.2049593925476074 (2.363207697868347) | > loss_1: 33.75690460205078 (31.896686814048067)  --> STEP: 23 | > loss_disc: 2.700303077697754 (2.4786902095960537) | > loss_disc_real_0: 0.22963295876979828 (0.13897689010785974) | > loss_disc_real_1: 0.3489021956920624 (0.27513461721980054) | > loss_disc_real_2: 0.21652723848819733 (0.2330731457990149) | > loss_disc_real_3: 0.21895527839660645 (0.2372518628835678) | > loss_disc_real_4: 0.21930469572544098 (0.2345854782539865) | > loss_disc_real_5: 0.23192724585533142 (0.236324285035548) | > loss_0: 2.700303077697754 (2.4786902095960537) | > loss_gen: 2.229259967803955 (2.4023743297742755) | > loss_kl: 2.944735527038574 (3.1193898657093877) | > loss_feat: 6.745337009429932 (6.506586655326512) | > loss_mel: 15.825488090515137 (17.427360410275668) | > loss_duration: 2.265699863433838 (2.358968226805977) | > loss_1: 30.01051902770996 (31.81467951898989)  --> STEP: 24 | > loss_disc: 2.274599075317383 (2.4701864123344426) | > loss_disc_real_0: 0.10995260626077652 (0.1377675449475646) | > loss_disc_real_1: 0.2742069661617279 (0.2750959650923808) | > loss_disc_real_2: 0.20447735488414764 (0.2318816545108954) | > loss_disc_real_3: 0.25503119826316833 (0.2379926685243845) | > loss_disc_real_4: 0.25335848331451416 (0.23536768679817519) | > loss_disc_real_5: 0.2535755932331085 (0.2370430895437797) | > loss_0: 2.274599075317383 (2.4701864123344426) | > loss_gen: 2.5500991344451904 (2.408529529968897) | > loss_kl: 2.3090851306915283 (3.085627168416977) | > loss_feat: 5.621855735778809 (6.469722867012024) | > loss_mel: 16.380054473876953 (17.38372266292572) | > loss_duration: 2.429581642150879 (2.3619104524453483) | > loss_1: 29.29067611694336 (31.709512710571286)  --> STEP: 25 | > loss_disc: 2.7762160301208496 (2.482427597045899) | > loss_disc_real_0: 0.20030610263347626 (0.14026908725500106) | > loss_disc_real_1: 0.32489416003227234 (0.2770878928899765) | > loss_disc_real_2: 0.30090147256851196 (0.23464244723320007) | > loss_disc_real_3: 0.24557898938655853 (0.23829612135887146) | > loss_disc_real_4: 0.25406864285469055 (0.2361157250404358) | > loss_disc_real_5: 0.3011373281478882 (0.23960685908794402) | > loss_0: 2.7762160301208496 (2.482427597045899) | > loss_gen: 2.2667312622070312 (2.4028575992584225) | > loss_kl: 2.823570728302002 (3.075144910812378) | > loss_feat: 6.060935020446777 (6.453371353149414) | > loss_mel: 15.058951377868652 (17.290731811523436) | > loss_duration: 2.398711681365967 (2.363382501602173) | > loss_1: 28.608901977539062 (31.585488281249994)  --> STEP: 26 | > loss_disc: 2.318894386291504 (2.47613785817073) | > loss_disc_real_0: 0.04676208645105362 (0.13667266414715692) | > loss_disc_real_1: 0.1607760190963745 (0.27261435928253025) | > loss_disc_real_2: 0.13444316387176514 (0.23078862864237565) | > loss_disc_real_3: 0.11812461167573929 (0.23367414021721253) | > loss_disc_real_4: 0.14396357536315918 (0.23257141159130976) | > loss_disc_real_5: 0.13111943006515503 (0.23543426566399062) | > loss_0: 2.318894386291504 (2.47613785817073) | > loss_gen: 1.8192126750946045 (2.380409717559814) | > loss_kl: 2.190565347671509 (3.0411226199223447) | > loss_feat: 10.950167655944824 (6.626325057103084) | > loss_mel: 18.869972229003906 (17.351471827580376) | > loss_duration: 2.3366858959198 (2.3623557090759277) | > loss_1: 36.166603088378906 (31.76168500460111) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024691178248478817 (-7.704588083120483e-05) | > avg_loss_disc: 2.47613785817073 (-0.031401404967674296) | > avg_loss_disc_real_0: 0.13667266414715692 (+0.014391935502107323) | > avg_loss_disc_real_1: 0.27261435928253025 (+0.10163490273631537) | > avg_loss_disc_real_2: 0.23078862864237565 (-0.0014195551092808234) | > avg_loss_disc_real_3: 0.23367414021721253 (-0.007167306083899289) | > avg_loss_disc_real_4: 0.23257141159130976 (-0.01967959621777901) | > avg_loss_disc_real_5: 0.23543426566399062 (-0.019409596346891878) | > avg_loss_0: 2.47613785817073 (-0.031401404967674296) | > avg_loss_gen: 2.380409717559814 (+0.19766775461343578) | > avg_loss_kl: 3.0411226199223447 (+0.01838827133178711) | > avg_loss_feat: 6.626325057103084 (-0.12925003125117396) | > avg_loss_mel: 17.351471827580376 (-0.11323301608746661) | > avg_loss_duration: 2.3623557090759277 (-0.005359035271864876) | > avg_loss_1: 31.76168500460111 (-0.031786111684947826)  > EPOCH: 891/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:43:57)   --> TIME: 2024-06-12 06:44:05 -- STEP: 19/330 -- GLOBAL_STEP: 382050 | > loss_disc: 2.360231399536133 (2.3443054023541903) | > loss_disc_real_0: 0.13772253692150116 (0.09881403022690823) | > loss_disc_real_1: 0.19012874364852905 (0.20317192610941434) | > loss_disc_real_2: 0.1924990564584732 (0.21052849292755127) | > loss_disc_real_3: 0.24200411140918732 (0.232371156152926) | > loss_disc_real_4: 0.24254879355430603 (0.2348379822153794) | > loss_disc_real_5: 0.24237190186977386 (0.2274695132908068) | > loss_0: 2.360231399536133 (2.3443054023541903) | > grad_norm_0: tensor(8.4593, device='cuda:0') (tensor(8.4841, device='cuda:0')) | > loss_gen: 2.443079710006714 (2.4850182784231087) | > loss_kl: 1.8859922885894775 (1.930600831383153) | > loss_feat: 7.1716508865356445 (7.046266605979518) | > loss_mel: 17.00455093383789 (17.53971471284565) | > loss_duration: 1.9707348346710205 (2.0372002563978495) | > loss_1: 30.476009368896484 (31.038800590916683) | > grad_norm_1: tensor(112.8639, device='cuda:0') (tensor(86.6679, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3569 (0.36041064011423213) | > loader_time: 0.003 (0.0031078112752814043)  --> TIME: 2024-06-12 06:44:14 -- STEP: 44/330 -- GLOBAL_STEP: 382075 | > loss_disc: 2.3385162353515625 (2.32956972989169) | > loss_disc_real_0: 0.14663991332054138 (0.10260419158095663) | > loss_disc_real_1: 0.21596147119998932 (0.19813000817190518) | > loss_disc_real_2: 0.21623603999614716 (0.20773446559906006) | > loss_disc_real_3: 0.2240826040506363 (0.22841404310681604) | > loss_disc_real_4: 0.24452973902225494 (0.23236765001307835) | > loss_disc_real_5: 0.23089835047721863 (0.2206795611842112) | > loss_0: 2.3385162353515625 (2.32956972989169) | > grad_norm_0: tensor(15.3388, device='cuda:0') (tensor(9.9947, device='cuda:0')) | > loss_gen: 2.6753063201904297 (2.5049099326133724) | > loss_kl: 1.9518482685089111 (1.9388562197035009) | > loss_feat: 6.988664627075195 (7.124038251963529) | > loss_mel: 16.821327209472656 (17.374200430783358) | > loss_duration: 1.9096693992614746 (1.9925269701264128) | > loss_1: 30.346817016601562 (30.934531818736684) | > grad_norm_1: tensor(343.6770, device='cuda:0') (tensor(128.6471, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3623 (0.35940481315959577) | > loader_time: 0.0036 (0.0033149339935996318)  --> TIME: 2024-06-12 06:44:23 -- STEP: 69/330 -- GLOBAL_STEP: 382100 | > loss_disc: 2.3754959106445312 (2.332919846410337) | > loss_disc_real_0: 0.0951981246471405 (0.10298964165259099) | > loss_disc_real_1: 0.1928194910287857 (0.19667617587939554) | > loss_disc_real_2: 0.20200258493423462 (0.20860008182732956) | > loss_disc_real_3: 0.2365710437297821 (0.22713951939258023) | > loss_disc_real_4: 0.23470667004585266 (0.2317720174357511) | > loss_disc_real_5: 0.23376691341400146 (0.22146832079127216) | > loss_0: 2.3754959106445312 (2.332919846410337) | > grad_norm_0: tensor(8.4813, device='cuda:0') (tensor(10.6010, device='cuda:0')) | > loss_gen: 2.5182886123657227 (2.4978902063507964) | > loss_kl: 1.7723690271377563 (1.949829998223678) | > loss_feat: 7.185643196105957 (7.099663029546323) | > loss_mel: 16.717453002929688 (17.313120911086816) | > loss_duration: 1.9305428266525269 (1.9818902844968054) | > loss_1: 30.12429428100586 (30.84239423447761) | > grad_norm_1: tensor(109.4074, device='cuda:0') (tensor(139.8891, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3763 (0.3608828973079073) | > loader_time: 0.0037 (0.0034494192703910494)  --> TIME: 2024-06-12 06:44:33 -- STEP: 94/330 -- GLOBAL_STEP: 382125 | > loss_disc: 2.345863103866577 (2.3353885944853436) | > loss_disc_real_0: 0.09095460176467896 (0.10558718236836981) | > loss_disc_real_1: 0.2137773185968399 (0.1952067279118173) | > loss_disc_real_2: 0.1905042827129364 (0.20902436400981658) | > loss_disc_real_3: 0.22053185105323792 (0.22756239993775146) | > loss_disc_real_4: 0.23941929638385773 (0.23223411799111265) | > loss_disc_real_5: 0.23017558455467224 (0.22184906154870987) | > loss_0: 2.345863103866577 (2.3353885944853436) | > grad_norm_0: tensor(9.8364, device='cuda:0') (tensor(10.5146, device='cuda:0')) | > loss_gen: 2.626286029815674 (2.49655657626213) | > loss_kl: 2.0955493450164795 (1.9707518207265975) | > loss_feat: 7.311314105987549 (7.085199097369579) | > loss_mel: 17.529619216918945 (17.23260457464991) | > loss_duration: 1.9822126626968384 (1.979750734694461) | > loss_1: 31.544979095458984 (30.76486264898422) | > grad_norm_1: tensor(49.6571, device='cuda:0') (tensor(135.3934, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3648 (0.3620040873263743) | > loader_time: 0.0036 (0.003525690829500239)  --> TIME: 2024-06-12 06:44:42 -- STEP: 119/330 -- GLOBAL_STEP: 382150 | > loss_disc: 2.3868794441223145 (2.3408153978716446) | > loss_disc_real_0: 0.1292603313922882 (0.1071974215637736) | > loss_disc_real_1: 0.19792672991752625 (0.19499893499021773) | > loss_disc_real_2: 0.27323633432388306 (0.2101097975959297) | > loss_disc_real_3: 0.2420998364686966 (0.22775988518690862) | > loss_disc_real_4: 0.2532954514026642 (0.2316129932633969) | > loss_disc_real_5: 0.2451315075159073 (0.22247697438011652) | > loss_0: 2.3868794441223145 (2.3408153978716446) | > grad_norm_0: tensor(10.9352, device='cuda:0') (tensor(10.1460, device='cuda:0')) | > loss_gen: 2.576192855834961 (2.4930182264632537) | > loss_kl: 2.127519130706787 (1.9855241705389584) | > loss_feat: 7.0127410888671875 (7.068597420924852) | > loss_mel: 17.058605194091797 (17.195248483609767) | > loss_duration: 1.9762669801712036 (1.9812212110567495) | > loss_1: 30.751325607299805 (30.723609363331516) | > grad_norm_1: tensor(54.0408, device='cuda:0') (tensor(122.1117, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3829 (0.36380388155704774) | > loader_time: 0.0039 (0.0036440496685124246)  --> TIME: 2024-06-12 06:44:52 -- STEP: 144/330 -- GLOBAL_STEP: 382175 | > loss_disc: 2.4674203395843506 (2.348611482315595) | > loss_disc_real_0: 0.17662914097309113 (0.10888246493414044) | > loss_disc_real_1: 0.16332772374153137 (0.19461955471585193) | > loss_disc_real_2: 0.21798592805862427 (0.21087994602405363) | > loss_disc_real_3: 0.227347731590271 (0.228133173349003) | > loss_disc_real_4: 0.2193930447101593 (0.23196387632439533) | > loss_disc_real_5: 0.22609569132328033 (0.22349877552025849) | > loss_0: 2.4674203395843506 (2.348611482315595) | > grad_norm_0: tensor(13.7889, device='cuda:0') (tensor(10.0100, device='cuda:0')) | > loss_gen: 2.3796494007110596 (2.4830079525709152) | > loss_kl: 2.1262547969818115 (1.9902262182699308) | > loss_feat: 7.67542028427124 (7.0603569282425775) | > loss_mel: 16.842613220214844 (17.180286910798827) | > loss_duration: 1.9854090213775635 (1.9869610783126619) | > loss_1: 31.00934600830078 (30.700838989681667) | > grad_norm_1: tensor(84.1820, device='cuda:0') (tensor(118.8276, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3823 (0.3674095206790499) | > loader_time: 0.0038 (0.0037474168671502005)  --> TIME: 2024-06-12 06:45:02 -- STEP: 169/330 -- GLOBAL_STEP: 382200 | > loss_disc: 2.346906900405884 (2.352141669516029) | > loss_disc_real_0: 0.09550412744283676 (0.11063238317091789) | > loss_disc_real_1: 0.19264952838420868 (0.19470302628342218) | > loss_disc_real_2: 0.19811302423477173 (0.21061601009241923) | > loss_disc_real_3: 0.22291983664035797 (0.228120080818086) | > loss_disc_real_4: 0.22092510759830475 (0.23143713819910083) | > loss_disc_real_5: 0.20694994926452637 (0.22321331985956114) | > loss_0: 2.346906900405884 (2.352141669516029) | > grad_norm_0: tensor(7.3551, device='cuda:0') (tensor(10.2248, device='cuda:0')) | > loss_gen: 2.5550124645233154 (2.4806105483918497) | > loss_kl: 2.032907009124756 (2.0007073343152832) | > loss_feat: 7.558988571166992 (7.049200721040985) | > loss_mel: 17.316967010498047 (17.164841646273473) | > loss_duration: 2.0439400672912598 (1.993050460984721) | > loss_1: 31.507814407348633 (30.688410651754346) | > grad_norm_1: tensor(54.8977, device='cuda:0') (tensor(118.1095, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3784 (0.36924974734966565) | > loader_time: 0.0047 (0.003831506480832072)  --> TIME: 2024-06-12 06:45:12 -- STEP: 194/330 -- GLOBAL_STEP: 382225 | > loss_disc: 2.3122482299804688 (2.358819235231461) | > loss_disc_real_0: 0.09486901760101318 (0.11214860732254293) | > loss_disc_real_1: 0.174077108502388 (0.19559188286975487) | > loss_disc_real_2: 0.2150757610797882 (0.2114703907180078) | > loss_disc_real_3: 0.22207555174827576 (0.22883236100993207) | > loss_disc_real_4: 0.22470775246620178 (0.23179638247514509) | > loss_disc_real_5: 0.2454923689365387 (0.2238548477900397) | > loss_0: 2.3122482299804688 (2.358819235231461) | > grad_norm_0: tensor(15.6258, device='cuda:0') (tensor(10.8136, device='cuda:0')) | > loss_gen: 2.4492173194885254 (2.473817629912463) | > loss_kl: 2.034142255783081 (2.0103853062256087) | > loss_feat: 6.863926887512207 (7.024896358706288) | > loss_mel: 17.465068817138672 (17.137024958109137) | > loss_duration: 2.034879684448242 (2.0008699359353055) | > loss_1: 30.84723472595215 (30.646994138501356) | > grad_norm_1: tensor(167.5874, device='cuda:0') (tensor(127.5488, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.3871 (0.3714215054954449) | > loader_time: 0.0048 (0.003959891722374355)  --> TIME: 2024-06-12 06:45:22 -- STEP: 219/330 -- GLOBAL_STEP: 382250 | > loss_disc: 2.372882604598999 (2.3602716955420098) | > loss_disc_real_0: 0.1288180649280548 (0.11405418248481403) | > loss_disc_real_1: 0.16811920702457428 (0.1953316396910306) | > loss_disc_real_2: 0.19300588965415955 (0.21124007454201507) | > loss_disc_real_3: 0.23844681680202484 (0.22873264660029652) | > loss_disc_real_4: 0.25622743368148804 (0.23176991402014205) | > loss_disc_real_5: 0.22011558711528778 (0.22347097187281745) | > loss_0: 2.372882604598999 (2.3602716955420098) | > grad_norm_0: tensor(16.8424, device='cuda:0') (tensor(12.0941, device='cuda:0')) | > loss_gen: 2.35445499420166 (2.4747246313312807) | > loss_kl: 2.10322642326355 (2.0170163656478595) | > loss_feat: 7.555324077606201 (7.017505151496086) | > loss_mel: 17.250532150268555 (17.084235674714407) | > loss_duration: 2.070674180984497 (2.0088111924254193) | > loss_1: 31.334213256835938 (30.60229296227024) | > grad_norm_1: tensor(313.2041, device='cuda:0') (tensor(144.4897, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.437 (0.37682153209703684) | > loader_time: 0.0049 (0.004113224543392929)  --> TIME: 2024-06-12 06:45:33 -- STEP: 244/330 -- GLOBAL_STEP: 382275 | > loss_disc: 2.2933740615844727 (2.3617244216262328) | > loss_disc_real_0: 0.07604561746120453 (0.11484166979789734) | > loss_disc_real_1: 0.19217443466186523 (0.19538923414027104) | > loss_disc_real_2: 0.23264871537685394 (0.2112430139887528) | > loss_disc_real_3: 0.23125262558460236 (0.22853221414519137) | > loss_disc_real_4: 0.2472751885652542 (0.2319613405671276) | > loss_disc_real_5: 0.1996118277311325 (0.22290693101335746) | > loss_0: 2.2933740615844727 (2.3617244216262328) | > grad_norm_0: tensor(48.2663, device='cuda:0') (tensor(13.4423, device='cuda:0')) | > loss_gen: 2.7656216621398926 (2.4754673858157905) | > loss_kl: 1.9764362573623657 (2.021120986000435) | > loss_feat: 7.038125038146973 (6.996949715692489) | > loss_mel: 15.692203521728516 (17.035334164979044) | > loss_duration: 2.0384974479675293 (2.018182222471863) | > loss_1: 29.510883331298828 (30.547054447111535) | > grad_norm_1: tensor(514.0278, device='cuda:0') (tensor(163.6551, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.452 (0.38234268739575233) | > loader_time: 0.0065 (0.004260729570857812)  --> TIME: 2024-06-12 06:45:45 -- STEP: 269/330 -- GLOBAL_STEP: 382300 | > loss_disc: 2.2628889083862305 (2.3634900284522535) | > loss_disc_real_0: 0.09487057477235794 (0.11701695767809468) | > loss_disc_real_1: 0.19523824751377106 (0.1955498452523384) | > loss_disc_real_2: 0.19932368397712708 (0.2111402024345327) | > loss_disc_real_3: 0.24396683275699615 (0.2291499156934178) | > loss_disc_real_4: 0.24962365627288818 (0.2318334892447553) | > loss_disc_real_5: 0.2420378029346466 (0.2225967594128116) | > loss_0: 2.2628889083862305 (2.3634900284522535) | > grad_norm_0: tensor(26.7715, device='cuda:0') (tensor(15.5135, device='cuda:0')) | > loss_gen: 2.6765530109405518 (2.4829185523065034) | > loss_kl: 2.059081792831421 (2.022809400877544) | > loss_feat: 7.490809917449951 (7.017981515054809) | > loss_mel: 15.700701713562012 (17.004034751409947) | > loss_duration: 2.1249940395355225 (2.026876184133792) | > loss_1: 30.052141189575195 (30.554620381181568) | > grad_norm_1: tensor(420.7522, device='cuda:0') (tensor(189.5375, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.438 (0.38768486551192605) | > loader_time: 0.0058 (0.00440716477574912)  --> TIME: 2024-06-12 06:45:56 -- STEP: 294/330 -- GLOBAL_STEP: 382325 | > loss_disc: 2.3534622192382812 (2.3652463040384317) | > loss_disc_real_0: 0.14556825160980225 (0.11843593043534933) | > loss_disc_real_1: 0.15818262100219727 (0.19556151467318436) | > loss_disc_real_2: 0.22817324101924896 (0.21160680415476263) | > loss_disc_real_3: 0.23627616465091705 (0.2290176413193041) | > loss_disc_real_4: 0.21616749465465546 (0.23159876445523736) | > loss_disc_real_5: 0.2059091031551361 (0.2221367161492912) | > loss_0: 2.3534622192382812 (2.3652463040384317) | > grad_norm_0: tensor(27.4903, device='cuda:0') (tensor(16.7221, device='cuda:0')) | > loss_gen: 2.408644437789917 (2.4832833762071553) | > loss_kl: 2.0771219730377197 (2.025792923103383) | > loss_feat: 6.84896993637085 (7.02899075365391) | > loss_mel: 16.11211395263672 (16.973521917044724) | > loss_duration: 2.1794538497924805 (2.037378972484952) | > loss_1: 29.626304626464844 (30.548967906406947) | > grad_norm_1: tensor(577.0484, device='cuda:0') (tensor(208.7907, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.4636 (0.39295865402740676) | > loader_time: 0.0065 (0.004562248178079826)  --> TIME: 2024-06-12 06:46:09 -- STEP: 319/330 -- GLOBAL_STEP: 382350 | > loss_disc: 2.503610849380493 (2.3716446052898075) | > loss_disc_real_0: 0.1037856712937355 (0.11979457696310031) | > loss_disc_real_1: 0.28099843859672546 (0.19659715148161938) | > loss_disc_real_2: 0.23638781905174255 (0.21172198900795283) | > loss_disc_real_3: 0.2232685685157776 (0.229368137481818) | > loss_disc_real_4: 0.22541990876197815 (0.23194394020077577) | > loss_disc_real_5: 0.22758670151233673 (0.22265036684405468) | > loss_0: 2.503610849380493 (2.3716446052898075) | > grad_norm_0: tensor(33.4068, device='cuda:0') (tensor(16.8580, device='cuda:0')) | > loss_gen: 2.4053845405578613 (2.4751133799179206) | > loss_kl: 2.0690529346466064 (2.0303419761149466) | > loss_feat: 7.561783790588379 (7.024324165989988) | > loss_mel: 16.462337493896484 (16.92407423874429) | > loss_duration: 2.2373619079589844 (2.051698134984342) | > loss_1: 30.735919952392578 (30.505551867350515) | > grad_norm_1: tensor(127.4349, device='cuda:0') (tensor(214.6475, device='cuda:0')) | > current_lr_0: 0.00017891939640826487 | > current_lr_1: 0.00017891939640826487 | > step_time: 0.5548 (0.40192041352251107) | > loader_time: 0.0083 (0.0047773492747339675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.800413131713867 (2.800413131713867) | > loss_disc_real_0: 0.17595309019088745 (0.17595309019088745) | > loss_disc_real_1: 0.23877638578414917 (0.23877638578414917) | > loss_disc_real_2: 0.22154457867145538 (0.22154457867145538) | > loss_disc_real_3: 0.26157358288764954 (0.26157358288764954) | > loss_disc_real_4: 0.27947431802749634 (0.27947431802749634) | > loss_disc_real_5: 0.2671976089477539 (0.2671976089477539) | > loss_0: 2.800413131713867 (2.800413131713867) | > loss_gen: 2.3374741077423096 (2.3374741077423096) | > loss_kl: 2.393322229385376 (2.393322229385376) | > loss_feat: 4.886116027832031 (4.886116027832031) | > loss_mel: 14.515836715698242 (14.515836715698242) | > loss_duration: 3.1879005432128906 (3.1879005432128906) | > loss_1: 27.320650100708008 (27.320650100708008)  --> STEP: 1 | > loss_disc: 2.179133176803589 (2.179133176803589) | > loss_disc_real_0: 0.13673315942287445 (0.13673315942287445) | > loss_disc_real_1: 0.2599172592163086 (0.2599172592163086) | > loss_disc_real_2: 0.17815592885017395 (0.17815592885017395) | > loss_disc_real_3: 0.20975834131240845 (0.20975834131240845) | > loss_disc_real_4: 0.18214775621891022 (0.18214775621891022) | > loss_disc_real_5: 0.1599181741476059 (0.1599181741476059) | > loss_0: 2.179133176803589 (2.179133176803589) | > loss_gen: 2.6051504611968994 (2.6051504611968994) | > loss_kl: 3.2275197505950928 (3.2275197505950928) | > loss_feat: 5.997089862823486 (5.997089862823486) | > loss_mel: 17.102251052856445 (17.102251052856445) | > loss_duration: 2.4462921619415283 (2.4462921619415283) | > loss_1: 31.37830352783203 (31.37830352783203)  --> STEP: 2 | > loss_disc: 2.4074766635894775 (2.293304920196533) | > loss_disc_real_0: 0.13731010258197784 (0.13702163100242615) | > loss_disc_real_1: 0.2784690260887146 (0.2691931426525116) | > loss_disc_real_2: 0.1534508615732193 (0.16580339521169662) | > loss_disc_real_3: 0.22236573696136475 (0.2160620391368866) | > loss_disc_real_4: 0.17113250494003296 (0.1766401305794716) | > loss_disc_real_5: 0.11847759038209915 (0.13919788226485252) | > loss_0: 2.4074766635894775 (2.293304920196533) | > loss_gen: 2.3886096477508545 (2.496880054473877) | > loss_kl: 3.134097099304199 (3.180808424949646) | > loss_feat: 5.475224018096924 (5.736156940460205) | > loss_mel: 18.344919204711914 (17.72358512878418) | > loss_duration: 2.4843239784240723 (2.4653080701828003) | > loss_1: 31.827173233032227 (31.60273838043213)  --> STEP: 3 | > loss_disc: 2.4630420207977295 (2.349883953730265) | > loss_disc_real_0: 0.147181898355484 (0.14040838678677878) | > loss_disc_real_1: 0.1687275469303131 (0.2357046107451121) | > loss_disc_real_2: 0.18079513311386108 (0.17080064117908478) | > loss_disc_real_3: 0.2451333999633789 (0.22575249274571738) | > loss_disc_real_4: 0.21604005992412567 (0.18977344036102295) | > loss_disc_real_5: 0.1956295371055603 (0.15800843387842178) | > loss_0: 2.4630420207977295 (2.349883953730265) | > loss_gen: 2.046022653579712 (2.346594254175822) | > loss_kl: 4.012084007263184 (3.457900285720825) | > loss_feat: 6.783748626708984 (6.085354169209798) | > loss_mel: 17.881738662719727 (17.776302973429363) | > loss_duration: 2.400205373764038 (2.4436071713765464) | > loss_1: 33.12379837036133 (32.109758377075195)  --> STEP: 4 | > loss_disc: 2.538991928100586 (2.3971609473228455) | > loss_disc_real_0: 0.14931082725524902 (0.14263399690389633) | > loss_disc_real_1: 0.24522154033184052 (0.2380838431417942) | > loss_disc_real_2: 0.14388352632522583 (0.16407136246562004) | > loss_disc_real_3: 0.18928854167461395 (0.2166365049779415) | > loss_disc_real_4: 0.226456418633461 (0.19894418492913246) | > loss_disc_real_5: 0.17193074524402618 (0.16148901171982288) | > loss_0: 2.538991928100586 (2.3971609473228455) | > loss_gen: 2.1553890705108643 (2.2987929582595825) | > loss_kl: 3.5544252395629883 (3.482031524181366) | > loss_feat: 6.6495208740234375 (6.226395845413208) | > loss_mel: 19.294652938842773 (18.155890464782715) | > loss_duration: 2.514401912689209 (2.461305856704712) | > loss_1: 34.168392181396484 (32.62441682815552)  --> STEP: 5 | > loss_disc: 2.657907485961914 (2.4493102550506594) | > loss_disc_real_0: 0.285616934299469 (0.17123058438301086) | > loss_disc_real_1: 0.36084243655204773 (0.2626355618238449) | > loss_disc_real_2: 0.2138691395521164 (0.1740309178829193) | > loss_disc_real_3: 0.2633068859577179 (0.2259705811738968) | > loss_disc_real_4: 0.19428791105747223 (0.19801293015480043) | > loss_disc_real_5: 0.1911231279373169 (0.16741583496332169) | > loss_0: 2.657907485961914 (2.4493102550506594) | > loss_gen: 2.592463731765747 (2.3575271129608155) | > loss_kl: 2.9909260272979736 (3.3838104248046874) | > loss_feat: 6.337651252746582 (6.248646926879883) | > loss_mel: 17.783342361450195 (18.08138084411621) | > loss_duration: 2.4231925010681152 (2.4536831855773924) | > loss_1: 32.1275749206543 (32.525048446655276)  --> STEP: 6 | > loss_disc: 2.4942712783813477 (2.4568037589391074) | > loss_disc_real_0: 0.10184703767299652 (0.1596666599313418) | > loss_disc_real_1: 0.31690943241119385 (0.2716812069217364) | > loss_disc_real_2: 0.19286808371543884 (0.17717044552167258) | > loss_disc_real_3: 0.19219644367694855 (0.22034155825773874) | > loss_disc_real_4: 0.19544166326522827 (0.19758438567320505) | > loss_disc_real_5: 0.15798234939575195 (0.16584358736872673) | > loss_0: 2.4942712783813477 (2.4568037589391074) | > loss_gen: 2.2617852687835693 (2.3415701389312744) | > loss_kl: 3.56144118309021 (3.413415551185608) | > loss_feat: 6.174628257751465 (6.2363104820251465) | > loss_mel: 18.16887664794922 (18.09596347808838) | > loss_duration: 2.255223274230957 (2.42060653368632) | > loss_1: 32.42195510864258 (32.50786622365316)  --> STEP: 7 | > loss_disc: 2.4143996238708496 (2.4507460253579274) | > loss_disc_real_0: 0.12676149606704712 (0.15496592223644257) | > loss_disc_real_1: 0.22441889345645905 (0.26492944785526823) | > loss_disc_real_2: 0.21378052234649658 (0.18240045649664743) | > loss_disc_real_3: 0.15295954048633575 (0.21071555571896688) | > loss_disc_real_4: 0.18704421818256378 (0.1960786474602563) | > loss_disc_real_5: 0.1335834264755249 (0.1612349929554122) | > loss_0: 2.4143996238708496 (2.4507460253579274) | > loss_gen: 2.2725541591644287 (2.3317107132502963) | > loss_kl: 4.8234944343566895 (3.6148553916386197) | > loss_feat: 6.936246395111084 (6.336301326751709) | > loss_mel: 18.571035385131836 (18.1638308933803) | > loss_duration: 2.5297083854675293 (2.436192512512207) | > loss_1: 35.13303756713867 (32.882890701293945)  --> STEP: 8 | > loss_disc: 2.5810623168945312 (2.467035561800003) | > loss_disc_real_0: 0.298066645860672 (0.17285351268947124) | > loss_disc_real_1: 0.20894241333007812 (0.25793106853961945) | > loss_disc_real_2: 0.16683021187782288 (0.18045417591929436) | > loss_disc_real_3: 0.1860952526330948 (0.20763801783323288) | > loss_disc_real_4: 0.2109745293855667 (0.1979406327009201) | > loss_disc_real_5: 0.15950791537761688 (0.16101910825818777) | > loss_0: 2.5810623168945312 (2.467035561800003) | > loss_gen: 2.3291406631469727 (2.331389456987381) | > loss_kl: 3.027984857559204 (3.5414965748786926) | > loss_feat: 5.867193698883057 (6.277662873268127) | > loss_mel: 14.9287109375 (17.759440898895264) | > loss_duration: 2.291344165802002 (2.4180864691734314) | > loss_1: 28.444374084472656 (32.328076124191284)  --> STEP: 9 | > loss_disc: 2.604339122772217 (2.482291513019138) | > loss_disc_real_0: 0.12722332775592804 (0.16778349214129978) | > loss_disc_real_1: 0.38393455743789673 (0.2719314561949836) | > loss_disc_real_2: 0.18291305005550385 (0.18072738415665096) | > loss_disc_real_3: 0.16478146612644196 (0.20287617875470054) | > loss_disc_real_4: 0.1537213772535324 (0.19302738209565481) | > loss_disc_real_5: 0.15774299204349518 (0.16065509534544414) | > loss_0: 2.604339122772217 (2.482291513019138) | > loss_gen: 2.267406702041626 (2.324280261993408) | > loss_kl: 2.9717447757720947 (3.478190819422404) | > loss_feat: 11.797117233276367 (6.89093557993571) | > loss_mel: 18.1475887298584 (17.802568435668945) | > loss_duration: 2.271676778793335 (2.401818725797865) | > loss_1: 37.45553207397461 (32.897793451944985)  --> STEP: 10 | > loss_disc: 2.649054527282715 (2.4989678144454954) | > loss_disc_real_0: 0.14756079018115997 (0.1657612219452858) | > loss_disc_real_1: 0.34115201234817505 (0.2788535118103027) | > loss_disc_real_2: 0.19485735893249512 (0.18214038163423538) | > loss_disc_real_3: 0.24458914995193481 (0.207047475874424) | > loss_disc_real_4: 0.2729317247867584 (0.20101781636476518) | > loss_disc_real_5: 0.2366005927324295 (0.1682496450841427) | > loss_0: 2.649054527282715 (2.4989678144454954) | > loss_gen: 2.5202322006225586 (2.343875455856323) | > loss_kl: 3.022348165512085 (3.432606554031372) | > loss_feat: 6.071950912475586 (6.809037113189698) | > loss_mel: 16.746826171875 (17.69699420928955) | > loss_duration: 2.378483772277832 (2.399485230445862) | > loss_1: 30.73984146118164 (32.68199825286865)  --> STEP: 11 | > loss_disc: 2.4345896244049072 (2.493115251714533) | > loss_disc_real_0: 0.18668454885482788 (0.167663342573426) | > loss_disc_real_1: 0.21983420848846436 (0.2734881205992265) | > loss_disc_real_2: 0.1723126620054245 (0.18124695257707077) | > loss_disc_real_3: 0.23582398891448975 (0.20966352251442996) | > loss_disc_real_4: 0.23733551800251007 (0.20431942560456015) | > loss_disc_real_5: 0.21970106661319733 (0.17292704704132947) | > loss_0: 2.4345896244049072 (2.493115251714533) | > loss_gen: 2.271822929382324 (2.3373252261768687) | > loss_kl: 3.53368878364563 (3.4417958476326684) | > loss_feat: 4.464736461639404 (6.595918872139671) | > loss_mel: 17.049243927001953 (17.63810781999068) | > loss_duration: 2.587749481201172 (2.416600162332708) | > loss_1: 29.907241821289062 (32.4297476681796)  --> STEP: 12 | > loss_disc: 2.4935789108276367 (2.4931538899739585) | > loss_disc_real_0: 0.14055944979190826 (0.16540468484163284) | > loss_disc_real_1: 0.4318195581436157 (0.28668240706125897) | > loss_disc_real_2: 0.17362068593502045 (0.1806114303568999) | > loss_disc_real_3: 0.18319779634475708 (0.20745804533362389) | > loss_disc_real_4: 0.1682705581188202 (0.20131535331408182) | > loss_disc_real_5: 0.2228209674358368 (0.17708487374087176) | > loss_0: 2.4935789108276367 (2.4931538899739585) | > loss_gen: 2.7938504219055176 (2.3753689924875894) | > loss_kl: 2.962012529373169 (3.4018139044443765) | > loss_feat: 7.894625663757324 (6.704144438107808) | > loss_mel: 17.295682907104492 (17.609572410583496) | > loss_duration: 2.3520095348358154 (2.4112176100413003) | > loss_1: 33.298179626464844 (32.502116998036705)  --> STEP: 13 | > loss_disc: 2.4362096786499023 (2.4887735660259542) | > loss_disc_real_0: 0.1664966195821762 (0.16548867982167464) | > loss_disc_real_1: 0.3127053678035736 (0.28868417327220625) | > loss_disc_real_2: 0.15743987262248993 (0.17882900283886835) | > loss_disc_real_3: 0.20693543553352356 (0.20741784457977003) | > loss_disc_real_4: 0.19343072175979614 (0.2007088431945214) | > loss_disc_real_5: 0.16171777248382568 (0.17590278902879128) | > loss_0: 2.4362096786499023 (2.4887735660259542) | > loss_gen: 2.4079396724700928 (2.3778744294093204) | > loss_kl: 2.7182180881500244 (3.3492296108832726) | > loss_feat: 6.786841869354248 (6.710505778972919) | > loss_mel: 15.654104232788086 (17.459151781522312) | > loss_duration: 2.270035743713379 (2.4003574664776144) | > loss_1: 29.837139129638672 (32.29711870046762)  --> STEP: 14 | > loss_disc: 2.400320529937744 (2.4824554920196533) | > loss_disc_real_0: 0.11153465509414673 (0.1616348209125655) | > loss_disc_real_1: 0.31183749437332153 (0.2903379819222859) | > loss_disc_real_2: 0.2603226602077484 (0.18464997836521693) | > loss_disc_real_3: 0.19610436260700226 (0.2066097387245723) | > loss_disc_real_4: 0.21164599061012268 (0.20149006800992147) | > loss_disc_real_5: 0.20449402928352356 (0.17794502047555788) | > loss_0: 2.400320529937744 (2.4824554920196533) | > loss_gen: 2.567077159881592 (2.39138891015734) | > loss_kl: 4.674139976501465 (3.4438660655702864) | > loss_feat: 6.618508815765381 (6.703934567315238) | > loss_mel: 17.857803344726562 (17.48762689317976) | > loss_duration: 2.487281322479248 (2.406566313334874) | > loss_1: 34.204811096191406 (32.43338244301932)  --> STEP: 15 | > loss_disc: 2.611349105834961 (2.4910483996073407) | > loss_disc_real_0: 0.2003217339515686 (0.16421394844849904) | > loss_disc_real_1: 0.3311516344547272 (0.2930588920911153) | > loss_disc_real_2: 0.19338317215442657 (0.18523219128449758) | > loss_disc_real_3: 0.20130394399166107 (0.20625601907571156) | > loss_disc_real_4: 0.21495020389556885 (0.20238741040229796) | > loss_disc_real_5: 0.2043430656194687 (0.1797048901518186) | > loss_0: 2.611349105834961 (2.4910483996073407) | > loss_gen: 2.289088249206543 (2.3845688660939532) | > loss_kl: 3.7528011798858643 (3.4644617398579913) | > loss_feat: 6.488994121551514 (6.689605204264323) | > loss_mel: 18.184764862060547 (17.53410275777181) | > loss_duration: 2.3937575817108154 (2.4057123978932697) | > loss_1: 33.109405517578125 (32.4784506479899)  --> STEP: 16 | > loss_disc: 2.6599321365356445 (2.5016036331653595) | > loss_disc_real_0: 0.30161815881729126 (0.17280171159654856) | > loss_disc_real_1: 0.3348599970340729 (0.29567146115005016) | > loss_disc_real_2: 0.2162659615278244 (0.1871718019247055) | > loss_disc_real_3: 0.23528043925762177 (0.20807004533708096) | > loss_disc_real_4: 0.236061692237854 (0.20449205301702023) | > loss_disc_real_5: 0.2050088793039322 (0.1812863894738257) | > loss_0: 2.6599321365356445 (2.5016036331653595) | > loss_gen: 2.5427143573760986 (2.3944529592990875) | > loss_kl: 3.257086753845215 (3.451500803232193) | > loss_feat: 5.661647319793701 (6.625357836484909) | > loss_mel: 14.939096450805664 (17.371914863586426) | > loss_duration: 2.4129581451416016 (2.4061652570962906) | > loss_1: 28.81350326538086 (32.249391436576836)  --> STEP: 17 | > loss_disc: 2.7268991470336914 (2.514856310451732) | > loss_disc_real_0: 0.28471261262893677 (0.17938470577492432) | > loss_disc_real_1: 0.2884948253631592 (0.29524930610376243) | > loss_disc_real_2: 0.17357127368450165 (0.18637177085175233) | > loss_disc_real_3: 0.25881344079971313 (0.2110549509525299) | > loss_disc_real_4: 0.25934499502182007 (0.20771869666436138) | > loss_disc_real_5: 0.20923735201358795 (0.18293056374087052) | > loss_0: 2.7268991470336914 (2.514856310451732) | > loss_gen: 2.3846123218536377 (2.3938740982728848) | > loss_kl: 2.3954529762268066 (3.3893803428201115) | > loss_feat: 5.9473958015441895 (6.585477716782513) | > loss_mel: 17.217878341674805 (17.36285389170927) | > loss_duration: 2.4680588245391846 (2.409806055181167) | > loss_1: 30.41339874267578 (32.14139186634736)  --> STEP: 18 | > loss_disc: 2.256395101547241 (2.5004973544014826) | > loss_disc_real_0: 0.12226161360740662 (0.17621120065450668) | > loss_disc_real_1: 0.19499671459197998 (0.2896797176864412) | > loss_disc_real_2: 0.15430156886577606 (0.18459009296364254) | > loss_disc_real_3: 0.1725521683692932 (0.20891590747568342) | > loss_disc_real_4: 0.17625200748443604 (0.20597054726547664) | > loss_disc_real_5: 0.13684244453907013 (0.18037011267410386) | > loss_0: 2.256395101547241 (2.5004973544014826) | > loss_gen: 2.2664966583251953 (2.3867975738313465) | > loss_kl: 3.035167694091797 (3.369701862335205) | > loss_feat: 7.324316024780273 (6.626524289449056) | > loss_mel: 17.345163345336914 (17.361871083577473) | > loss_duration: 2.3008975982666016 (2.4037555853525796) | > loss_1: 32.27204132080078 (32.14865016937255)  --> STEP: 19 | > loss_disc: 2.717820167541504 (2.5119353971983256) | > loss_disc_real_0: 0.2320941537618637 (0.17915240871278862) | > loss_disc_real_1: 0.2993115186691284 (0.2901866545802669) | > loss_disc_real_2: 0.21135744452476501 (0.18599890094054372) | > loss_disc_real_3: 0.22246545553207397 (0.20962904158391452) | > loss_disc_real_4: 0.22852370142936707 (0.20715755537936562) | > loss_disc_real_5: 0.2565406262874603 (0.18437908707480682) | > loss_0: 2.717820167541504 (2.5119353971983256) | > loss_gen: 2.189913749694824 (2.376435267297845) | > loss_kl: 2.659759521484375 (3.332336475974635) | > loss_feat: 4.604515552520752 (6.5201027769791455) | > loss_mel: 13.408620834350586 (17.153805280986585) | > loss_duration: 2.4224343299865723 (2.4047386771754216) | > loss_1: 25.285242080688477 (31.78741816470497)  --> STEP: 20 | > loss_disc: 2.253512144088745 (2.4990142345428468) | > loss_disc_real_0: 0.10132849216461182 (0.17526121288537977) | > loss_disc_real_1: 0.20747429132461548 (0.2860510364174843) | > loss_disc_real_2: 0.16198095679283142 (0.1847980037331581) | > loss_disc_real_3: 0.2057289183139801 (0.20943403542041777) | > loss_disc_real_4: 0.21023063361644745 (0.2073112092912197) | > loss_disc_real_5: 0.2169724702835083 (0.18600875623524188) | > loss_0: 2.253512144088745 (2.4990142345428468) | > loss_gen: 2.4470181465148926 (2.3799644112586975) | > loss_kl: 2.4254701137542725 (3.286993157863617) | > loss_feat: 6.762047290802002 (6.532200002670288) | > loss_mel: 18.496870040893555 (17.220958518981934) | > loss_duration: 2.3083741664886475 (2.3999204516410826) | > loss_1: 32.43977737426758 (31.8200361251831)  --> STEP: 21 | > loss_disc: 2.592764139175415 (2.503478515715826) | > loss_disc_real_0: 0.18771257996559143 (0.17585413512729461) | > loss_disc_real_1: 0.21933147311210632 (0.28287391435532344) | > loss_disc_real_2: 0.22154109179973602 (0.18654767459347135) | > loss_disc_real_3: 0.20353272557258606 (0.20915302066575914) | > loss_disc_real_4: 0.25240814685821533 (0.2094586825086957) | > loss_disc_real_5: 0.24749578535556793 (0.18893671000287646) | > loss_0: 2.592764139175415 (2.503478515715826) | > loss_gen: 2.231198787689209 (2.3728803339458646) | > loss_kl: 2.133699893951416 (3.232074431010655) | > loss_feat: 4.848985195159912 (6.452046916598365) | > loss_mel: 16.044940948486328 (17.164957682291668) | > loss_duration: 2.16753888130188 (2.388854662577311) | > loss_1: 27.42636489868164 (31.61081368582589)  --> STEP: 22 | > loss_disc: 2.456430673599243 (2.5013399774377993) | > loss_disc_real_0: 0.1854970008134842 (0.17629244720393958) | > loss_disc_real_1: 0.16981735825538635 (0.27773497998714447) | > loss_disc_real_2: 0.2173846811056137 (0.18794935670765964) | > loss_disc_real_3: 0.2209114134311676 (0.2096874930641868) | > loss_disc_real_4: 0.24855011701583862 (0.211235565895384) | > loss_disc_real_5: 0.20554885268211365 (0.18969180739738725) | > loss_0: 2.456430673599243 (2.5013399774377993) | > loss_gen: 2.3078536987304688 (2.3699245777997104) | > loss_kl: 2.7103583812713623 (3.2083600651134145) | > loss_feat: 7.2354416847229 (6.4876557696949355) | > loss_mel: 16.020986557006836 (17.11295899477872) | > loss_duration: 2.2273309230804443 (2.381512674418363) | > loss_1: 30.501970291137695 (31.56041171334006)  --> STEP: 23 | > loss_disc: 2.50852370262146 (2.5016523133153497) | > loss_disc_real_0: 0.1733071208000183 (0.17616265040376908) | > loss_disc_real_1: 0.23905633389949799 (0.2760532997224642) | > loss_disc_real_2: 0.21406197547912598 (0.18908468795859296) | > loss_disc_real_3: 0.25889647006988525 (0.21182701380356497) | > loss_disc_real_4: 0.19312626123428345 (0.21044820482316223) | > loss_disc_real_5: 0.18497513234615326 (0.18948673456907272) | > loss_0: 2.50852370262146 (2.5016523133153497) | > loss_gen: 2.3356096744537354 (2.3684326254803203) | > loss_kl: 2.80716872215271 (3.1909169632455576) | > loss_feat: 5.569019794464111 (6.447715075119682) | > loss_mel: 14.293502807617188 (16.990373943163) | > loss_duration: 2.3092732429504395 (2.378371829571931) | > loss_1: 27.314573287963867 (31.37581004267153)  --> STEP: 24 | > loss_disc: 2.514256000518799 (2.502177466948827) | > loss_disc_real_0: 0.15456922352313995 (0.17526292428374288) | > loss_disc_real_1: 0.26065579056739807 (0.2754117368410031) | > loss_disc_real_2: 0.19829170405864716 (0.18946831362942854) | > loss_disc_real_3: 0.23944494128227234 (0.21297776078184447) | > loss_disc_real_4: 0.2854112386703491 (0.21357166456679502) | > loss_disc_real_5: 0.23517805337905884 (0.1913905395194888) | > loss_0: 2.514256000518799 (2.502177466948827) | > loss_gen: 2.5368456840515137 (2.37544983625412) | > loss_kl: 2.5170719623565674 (3.1628400882085166) | > loss_feat: 5.903194427490234 (6.425026714801788) | > loss_mel: 17.548439025878906 (17.01362665494283) | > loss_duration: 2.431497573852539 (2.38058540225029) | > loss_1: 30.937047958374023 (31.357528289159134)  --> STEP: 25 | > loss_disc: 2.5284738540649414 (2.503229322433471) | > loss_disc_real_0: 0.23266363143920898 (0.17755895256996151) | > loss_disc_real_1: 0.21945595741271973 (0.2731735056638718) | > loss_disc_real_2: 0.2707206904888153 (0.19271840870380402) | > loss_disc_real_3: 0.2118714153766632 (0.2129335069656372) | > loss_disc_real_4: 0.21430690586566925 (0.21360107421875) | > loss_disc_real_5: 0.22349905967712402 (0.19267488032579422) | > loss_0: 2.5284738540649414 (2.503229322433471) | > loss_gen: 2.3803014755249023 (2.3756439018249513) | > loss_kl: 2.159480094909668 (3.1227056884765627) | > loss_feat: 5.4335103034973145 (6.385366058349609) | > loss_mel: 13.204754829406738 (16.86127178192139) | > loss_duration: 2.343839168548584 (2.379115552902222) | > loss_1: 25.521886825561523 (31.12410263061523)  --> STEP: 26 | > loss_disc: 2.5896613597869873 (2.5065536315624524) | > loss_disc_real_0: 0.16696655750274658 (0.17715155275968403) | > loss_disc_real_1: 0.3855658173561096 (0.277496286882804) | > loss_disc_real_2: 0.07369289547204971 (0.18814050434873655) | > loss_disc_real_3: 0.05084366723895073 (0.20669928236076465) | > loss_disc_real_4: 0.07269901037216187 (0.2081817640708043) | > loss_disc_real_5: 0.1183960810303688 (0.1898180034298163) | > loss_0: 2.5896613597869873 (2.5065536315624524) | > loss_gen: 2.101166009902954 (2.3650870598279514) | > loss_kl: 2.6437785625457764 (3.1042854144023013) | > loss_feat: 20.02436637878418 (6.909942993750939) | > loss_mel: 19.180116653442383 (16.950458123133735) | > loss_duration: 2.309022903442383 (2.376419681769151) | > loss_1: 46.258445739746094 (31.706192750197186) --> EVAL PERFORMANCE | > avg_loader_time: 0.002532848945030799 (+6.373112018291747e-05) | > avg_loss_disc: 2.5065536315624524 (+0.0304157733917223) | > avg_loss_disc_real_0: 0.17715155275968403 (+0.0404788886125271) | > avg_loss_disc_real_1: 0.277496286882804 (+0.004881927600273728) | > avg_loss_disc_real_2: 0.18814050434873655 (-0.042648124293639095) | > avg_loss_disc_real_3: 0.20669928236076465 (-0.026974857856447876) | > avg_loss_disc_real_4: 0.2081817640708043 (-0.02438964752050546) | > avg_loss_disc_real_5: 0.1898180034298163 (-0.04561626223417431) | > avg_loss_0: 2.5065536315624524 (+0.0304157733917223) | > avg_loss_gen: 2.3650870598279514 (-0.015322657731862588) | > avg_loss_kl: 3.1042854144023013 (+0.06316279447995665) | > avg_loss_feat: 6.909942993750939 (+0.28361793664785573) | > avg_loss_mel: 16.950458123133735 (-0.4010137044466404) | > avg_loss_duration: 2.376419681769151 (+0.014063972693223459) | > avg_loss_1: 31.706192750197186 (-0.055492254403922914)  > EPOCH: 892/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:46:35)   --> TIME: 2024-06-12 06:46:41 -- STEP: 14/330 -- GLOBAL_STEP: 382375 | > loss_disc: 2.3464388847351074 (2.3705243383135115) | > loss_disc_real_0: 0.10554055869579315 (0.1023431063762733) | > loss_disc_real_1: 0.2493857443332672 (0.19929225529943193) | > loss_disc_real_2: 0.2213093638420105 (0.2093732633760997) | > loss_disc_real_3: 0.235487163066864 (0.22823779923575266) | > loss_disc_real_4: 0.2318895012140274 (0.232204974762031) | > loss_disc_real_5: 0.23436367511749268 (0.22627663293055125) | > loss_0: 2.3464388847351074 (2.3705243383135115) | > grad_norm_0: tensor(12.7579, device='cuda:0') (tensor(10.6072, device='cuda:0')) | > loss_gen: 2.5358762741088867 (2.471320458820888) | > loss_kl: 1.7148836851119995 (1.8388744933264596) | > loss_feat: 6.6841654777526855 (6.794828483036587) | > loss_mel: 16.151561737060547 (17.327609607151576) | > loss_duration: 1.985602617263794 (2.0570800048964366) | > loss_1: 29.07209014892578 (30.489712851388113) | > grad_norm_1: tensor(131.3440, device='cuda:0') (tensor(94.6914, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.3725 (0.3696362631661551) | > loader_time: 0.0031 (0.003106577055794852)  --> TIME: 2024-06-12 06:46:51 -- STEP: 39/330 -- GLOBAL_STEP: 382400 | > loss_disc: 2.3163375854492188 (2.3575039949172587) | > loss_disc_real_0: 0.14037616550922394 (0.10388416873338895) | > loss_disc_real_1: 0.1862572729587555 (0.19770966011744281) | > loss_disc_real_2: 0.1898726373910904 (0.20871893068154654) | > loss_disc_real_3: 0.1830824911594391 (0.2276402826492603) | > loss_disc_real_4: 0.22177062928676605 (0.23491450953177917) | > loss_disc_real_5: 0.22698020935058594 (0.22691240371801916) | > loss_0: 2.3163375854492188 (2.3575039949172587) | > grad_norm_0: tensor(12.7713, device='cuda:0') (tensor(9.5148, device='cuda:0')) | > loss_gen: 2.394256830215454 (2.489267728267572) | > loss_kl: 2.04878568649292 (1.9029548993477454) | > loss_feat: 7.534843921661377 (6.927698636666323) | > loss_mel: 16.744165420532227 (17.241100066747414) | > loss_duration: 1.9951822757720947 (2.0004128981859255) | > loss_1: 30.717233657836914 (30.56143418336526) | > grad_norm_1: tensor(79.0642, device='cuda:0') (tensor(94.8163, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.3616 (0.36896379177386945) | > loader_time: 0.004 (0.0033354392418494592)  --> TIME: 2024-06-12 06:47:00 -- STEP: 64/330 -- GLOBAL_STEP: 382425 | > loss_disc: 2.3753855228424072 (2.3597379699349403) | > loss_disc_real_0: 0.11761406064033508 (0.10667455825023353) | > loss_disc_real_1: 0.19200050830841064 (0.19824735750444233) | > loss_disc_real_2: 0.24883311986923218 (0.2088753937277943) | > loss_disc_real_3: 0.24244730174541473 (0.22913701366633177) | > loss_disc_real_4: 0.2329334169626236 (0.23309242236427963) | > loss_disc_real_5: 0.23959417641162872 (0.22498531616292894) | > loss_0: 2.3753855228424072 (2.3597379699349403) | > grad_norm_0: tensor(6.9325, device='cuda:0') (tensor(8.8972, device='cuda:0')) | > loss_gen: 2.4508402347564697 (2.4780089296400547) | > loss_kl: 1.8652251958847046 (1.9069378226995468) | > loss_feat: 6.935249328613281 (6.943868711590767) | > loss_mel: 17.311275482177734 (17.233984872698784) | > loss_duration: 1.9893171787261963 (1.9840864706784487) | > loss_1: 30.55190658569336 (30.546886801719666) | > grad_norm_1: tensor(50.8191, device='cuda:0') (tensor(85.1960, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.3697 (0.36658961325883865) | > loader_time: 0.0034 (0.0034560561180114746)  --> TIME: 2024-06-12 06:47:09 -- STEP: 89/330 -- GLOBAL_STEP: 382450 | > loss_disc: 2.269740343093872 (2.350931665870581) | > loss_disc_real_0: 0.10265708714723587 (0.10728532042396202) | > loss_disc_real_1: 0.17499318718910217 (0.19636971227238686) | > loss_disc_real_2: 0.2010141909122467 (0.20806567270434304) | > loss_disc_real_3: 0.22524131834506989 (0.22830772835217164) | > loss_disc_real_4: 0.21434243023395538 (0.23113819337293004) | > loss_disc_real_5: 0.19294825196266174 (0.22428044626552068) | > loss_0: 2.269740343093872 (2.350931665870581) | > grad_norm_0: tensor(4.4155, device='cuda:0') (tensor(8.5638, device='cuda:0')) | > loss_gen: 2.6368930339813232 (2.4819329990429826) | > loss_kl: 1.9588721990585327 (1.9341167090983873) | > loss_feat: 7.153018951416016 (6.986509001656865) | > loss_mel: 16.834604263305664 (17.200779786270655) | > loss_duration: 1.996584415435791 (1.9800502249364103) | > loss_1: 30.579971313476562 (30.583388810747124) | > grad_norm_1: tensor(52.5807, device='cuda:0') (tensor(81.2718, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.3599 (0.3662304181731149) | > loader_time: 0.0039 (0.0035484989037674465)  --> TIME: 2024-06-12 06:47:19 -- STEP: 114/330 -- GLOBAL_STEP: 382475 | > loss_disc: 2.3871006965637207 (2.356978531469378) | > loss_disc_real_0: 0.09670702368021011 (0.10891281832989894) | > loss_disc_real_1: 0.21456493437290192 (0.19635517163234845) | > loss_disc_real_2: 0.22960834205150604 (0.207870434120036) | > loss_disc_real_3: 0.20915254950523376 (0.22855047737820106) | > loss_disc_real_4: 0.2159091830253601 (0.23286727855080053) | > loss_disc_real_5: 0.19518408179283142 (0.22473345592356564) | > loss_0: 2.3871006965637207 (2.356978531469378) | > grad_norm_0: tensor(6.3818, device='cuda:0') (tensor(8.4737, device='cuda:0')) | > loss_gen: 2.591970205307007 (2.474450734623691) | > loss_kl: 2.088822364807129 (1.9468459403305722) | > loss_feat: 6.887203216552734 (6.97488286202414) | > loss_mel: 17.487812042236328 (17.18107664375974) | > loss_duration: 2.00321626663208 (1.9823141830009328) | > loss_1: 31.059022903442383 (30.559570446349028) | > grad_norm_1: tensor(40.0449, device='cuda:0') (tensor(79.0502, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.3739 (0.3671282257950097) | > loader_time: 0.004 (0.003634835544385408)  --> TIME: 2024-06-12 06:47:29 -- STEP: 139/330 -- GLOBAL_STEP: 382500 | > loss_disc: 2.4643025398254395 (2.362965954293449) | > loss_disc_real_0: 0.15006963908672333 (0.11111057480033353) | > loss_disc_real_1: 0.16545745730400085 (0.1968041907111518) | > loss_disc_real_2: 0.19855818152427673 (0.20867897194924118) | > loss_disc_real_3: 0.214351087808609 (0.22884523085981823) | > loss_disc_real_4: 0.22952845692634583 (0.2332422858733925) | > loss_disc_real_5: 0.22427231073379517 (0.22483723691041524) | > loss_0: 2.4643025398254395 (2.362965954293449) | > grad_norm_0: tensor(9.1859, device='cuda:0') (tensor(8.4259, device='cuda:0')) | > loss_gen: 2.331162691116333 (2.4723628459216878) | > loss_kl: 1.9881285429000854 (1.9548975023434316) | > loss_feat: 6.669933319091797 (6.987661982611787) | > loss_mel: 16.816370010375977 (17.20092868804931) | > loss_duration: 2.065159797668457 (1.9882282344557398) | > loss_1: 29.87075424194336 (30.604079308269693) | > grad_norm_1: tensor(62.7344, device='cuda:0') (tensor(81.5635, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.393 (0.3692613316954469) | > loader_time: 0.0041 (0.0037622125886327073) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_382500.pth  --> TIME: 2024-06-12 06:47:44 -- STEP: 164/330 -- GLOBAL_STEP: 382525 | > loss_disc: 2.3153789043426514 (2.3613161139371903) | > loss_disc_real_0: 0.10201920568943024 (0.11204105315775406) | > loss_disc_real_1: 0.17315123975276947 (0.19639206405093035) | > loss_disc_real_2: 0.17598389089107513 (0.20870977640151983) | > loss_disc_real_3: 0.22589737176895142 (0.22877420784860122) | > loss_disc_real_4: 0.22655142843723297 (0.233148853862431) | > loss_disc_real_5: 0.23479968309402466 (0.22407948934450383) | > loss_0: 2.3153789043426514 (2.3613161139371903) | > grad_norm_0: tensor(10.2635, device='cuda:0') (tensor(8.8964, device='cuda:0')) | > loss_gen: 2.4720284938812256 (2.4699952108104064) | > loss_kl: 1.9889228343963623 (1.9698152164133584) | > loss_feat: 7.417071342468262 (6.996565141328952) | > loss_mel: 17.049407958984375 (17.18822299561849) | > loss_duration: 2.071173667907715 (1.9924573520334756) | > loss_1: 30.99860382080078 (30.617055997615907) | > grad_norm_1: tensor(66.9963, device='cuda:0') (tensor(92.5073, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.4021 (0.3744867938320811) | > loader_time: 0.0048 (0.003909244769957007)  --> TIME: 2024-06-12 06:47:54 -- STEP: 189/330 -- GLOBAL_STEP: 382550 | > loss_disc: 2.3608169555664062 (2.3668954990528235) | > loss_disc_real_0: 0.11228558421134949 (0.11351863555018864) | > loss_disc_real_1: 0.16938312351703644 (0.19655203101811589) | > loss_disc_real_2: 0.1844129115343094 (0.20936584898403715) | > loss_disc_real_3: 0.20367595553398132 (0.229529635300712) | > loss_disc_real_4: 0.19879953563213348 (0.23308123411640289) | > loss_disc_real_5: 0.19818733632564545 (0.22410083077256643) | > loss_0: 2.3608169555664062 (2.3668954990528235) | > grad_norm_0: tensor(6.9458, device='cuda:0') (tensor(9.2010, device='cuda:0')) | > loss_gen: 2.366755247116089 (2.4626048822251603) | > loss_kl: 2.16552734375 (1.980566523693226) | > loss_feat: 6.412258625030518 (6.974054089298955) | > loss_mel: 16.63739585876465 (17.138337372472044) | > loss_duration: 2.0710337162017822 (2.000243795611871) | > loss_1: 29.652969360351562 (30.555806780618333) | > grad_norm_1: tensor(154.7030, device='cuda:0') (tensor(99.8756, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.4 (0.3770050560986556) | > loader_time: 0.0054 (0.004021219475559457)  --> TIME: 2024-06-12 06:48:04 -- STEP: 214/330 -- GLOBAL_STEP: 382575 | > loss_disc: 2.4553914070129395 (2.369017023906528) | > loss_disc_real_0: 0.13204249739646912 (0.11448782988797838) | > loss_disc_real_1: 0.18980751931667328 (0.19655915154753448) | > loss_disc_real_2: 0.24628952145576477 (0.20971481404571893) | > loss_disc_real_3: 0.24621528387069702 (0.23010241156705072) | > loss_disc_real_4: 0.23011255264282227 (0.23300573250679213) | > loss_disc_real_5: 0.21260568499565125 (0.22408612211730994) | > loss_0: 2.4553914070129395 (2.369017023906528) | > grad_norm_0: tensor(16.8956, device='cuda:0') (tensor(9.7537, device='cuda:0')) | > loss_gen: 2.335670232772827 (2.4606286454423585) | > loss_kl: 2.0902347564697266 (1.9893917212976473) | > loss_feat: 6.125115871429443 (6.969822667469488) | > loss_mel: 16.718013763427734 (17.10710558490218) | > loss_duration: 2.1092944145202637 (2.008093019512213) | > loss_1: 29.37833023071289 (30.535041782343498) | > grad_norm_1: tensor(223.8242, device='cuda:0') (tensor(116.1673, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.401 (0.37912011035134874) | > loader_time: 0.0053 (0.0041236220119155445)  --> TIME: 2024-06-12 06:48:15 -- STEP: 239/330 -- GLOBAL_STEP: 382600 | > loss_disc: 2.3490891456604004 (2.3696092711332937) | > loss_disc_real_0: 0.1329420506954193 (0.11520793638094698) | > loss_disc_real_1: 0.18164557218551636 (0.19627215223831115) | > loss_disc_real_2: 0.19174501299858093 (0.2094281867582928) | > loss_disc_real_3: 0.23024819791316986 (0.23017213372007075) | > loss_disc_real_4: 0.24604877829551697 (0.23303218790676802) | > loss_disc_real_5: 0.27008774876594543 (0.22418864370639355) | > loss_0: 2.3490891456604004 (2.3696092711332937) | > grad_norm_0: tensor(36.3987, device='cuda:0') (tensor(11.2844, device='cuda:0')) | > loss_gen: 2.544861316680908 (2.4610457250762705) | > loss_kl: 2.0181591510772705 (1.9939996293399125) | > loss_feat: 7.441582202911377 (6.964592780029425) | > loss_mel: 17.21479606628418 (17.076621853656846) | > loss_duration: 2.0485780239105225 (2.016518214756478) | > loss_1: 31.267976760864258 (30.51277831009741) | > grad_norm_1: tensor(400.4170, device='cuda:0') (tensor(136.7549, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.4086 (0.38278493921128287) | > loader_time: 0.0053 (0.004266276020385228)  --> TIME: 2024-06-12 06:48:26 -- STEP: 264/330 -- GLOBAL_STEP: 382625 | > loss_disc: 2.3087639808654785 (2.3693513626402063) | > loss_disc_real_0: 0.1014823466539383 (0.11585216579789465) | > loss_disc_real_1: 0.15876445174217224 (0.19621280044543024) | > loss_disc_real_2: 0.2071269452571869 (0.20959322148877566) | > loss_disc_real_3: 0.21528726816177368 (0.23028887170508053) | > loss_disc_real_4: 0.2684129476547241 (0.23320651195491804) | > loss_disc_real_5: 0.29199591279029846 (0.22343752646084988) | > loss_0: 2.3087639808654785 (2.3693513626402063) | > grad_norm_0: tensor(33.7830, device='cuda:0') (tensor(12.8484, device='cuda:0')) | > loss_gen: 2.736177444458008 (2.469335581317094) | > loss_kl: 2.1289243698120117 (2.003962921373773) | > loss_feat: 7.7046990394592285 (6.9987495776378745) | > loss_mel: 16.5217342376709 (17.060576110175163) | > loss_duration: 2.143062114715576 (2.0244135341861065) | > loss_1: 31.23459815979004 (30.557037859252006) | > grad_norm_1: tensor(404.4992, device='cuda:0') (tensor(161.4628, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.4349 (0.38742707353649725) | > loader_time: 0.0059 (0.004410485426584876)  --> TIME: 2024-06-12 06:48:38 -- STEP: 289/330 -- GLOBAL_STEP: 382650 | > loss_disc: 2.441117763519287 (2.3676596430346204) | > loss_disc_real_0: 0.11455962061882019 (0.11639838186205465) | > loss_disc_real_1: 0.166544571518898 (0.1965203996760623) | > loss_disc_real_2: 0.21874801814556122 (0.2097366400655991) | > loss_disc_real_3: 0.2414344847202301 (0.23001667449837324) | > loss_disc_real_4: 0.21855966746807098 (0.2326782546344513) | > loss_disc_real_5: 0.16124814748764038 (0.22158854230464947) | > loss_0: 2.441117763519287 (2.3676596430346204) | > grad_norm_0: tensor(21.5590, device='cuda:0') (tensor(15.0536, device='cuda:0')) | > loss_gen: 2.399714708328247 (2.479308049159068) | > loss_kl: 2.055997610092163 (2.0085932977471814) | > loss_feat: 6.846168041229248 (7.026649565845212) | > loss_mel: 16.73747444152832 (17.010126975168404) | > loss_duration: 2.1696932315826416 (2.0346893307246994) | > loss_1: 30.209049224853516 (30.559367387765008) | > grad_norm_1: tensor(110.9885, device='cuda:0') (tensor(187.3415, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.4668 (0.39386362352998194) | > loader_time: 0.0061 (0.004575801968162032)  --> TIME: 2024-06-12 06:48:50 -- STEP: 314/330 -- GLOBAL_STEP: 382675 | > loss_disc: 2.252431631088257 (2.3696460830178223) | > loss_disc_real_0: 0.1276284158229828 (0.11753662827478092) | > loss_disc_real_1: 0.22418326139450073 (0.19686848190939357) | > loss_disc_real_2: 0.21347591280937195 (0.20994371047634997) | > loss_disc_real_3: 0.19022732973098755 (0.23026977327598888) | > loss_disc_real_4: 0.19921055436134338 (0.23275322628438852) | > loss_disc_real_5: 0.1895848959684372 (0.22202330860932162) | > loss_0: 2.252431631088257 (2.3696460830178223) | > grad_norm_0: tensor(21.7063, device='cuda:0') (tensor(16.0907, device='cuda:0')) | > loss_gen: 2.614409923553467 (2.4791989045537974) | > loss_kl: 2.0123348236083984 (2.013119305774666) | > loss_feat: 7.91822624206543 (7.040237798812283) | > loss_mel: 16.886924743652344 (16.980124658839713) | > loss_duration: 2.2382421493530273 (2.0476910506084494) | > loss_1: 31.67013931274414 (30.5603718666514) | > grad_norm_1: tensor(373.1272, device='cuda:0') (tensor(204.7206, device='cuda:0')) | > current_lr_0: 0.00017889703148371382 | > current_lr_1: 0.00017889703148371382 | > step_time: 0.5239 (0.401900596679396) | > loader_time: 0.0073 (0.004778272027422666)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.348151683807373 (2.348151683807373) | > loss_disc_real_0: 0.19582299888134003 (0.19582299888134003) | > loss_disc_real_1: 0.21262161433696747 (0.21262161433696747) | > loss_disc_real_2: 0.23608453571796417 (0.23608453571796417) | > loss_disc_real_3: 0.21145835518836975 (0.21145835518836975) | > loss_disc_real_4: 0.23002149164676666 (0.23002149164676666) | > loss_disc_real_5: 0.24043402075767517 (0.24043402075767517) | > loss_0: 2.348151683807373 (2.348151683807373) | > loss_gen: 2.7359864711761475 (2.7359864711761475) | > loss_kl: 3.0439834594726562 (3.0439834594726562) | > loss_feat: 7.990900039672852 (7.990900039672852) | > loss_mel: 17.32295036315918 (17.32295036315918) | > loss_duration: 3.0544369220733643 (3.0544369220733643) | > loss_1: 34.148258209228516 (34.148258209228516)  --> STEP: 1 | > loss_disc: 2.4528305530548096 (2.4528305530548096) | > loss_disc_real_0: 0.11622750759124756 (0.11622750759124756) | > loss_disc_real_1: 0.3204168975353241 (0.3204168975353241) | > loss_disc_real_2: 0.2471824735403061 (0.2471824735403061) | > loss_disc_real_3: 0.3016282916069031 (0.3016282916069031) | > loss_disc_real_4: 0.23338696360588074 (0.23338696360588074) | > loss_disc_real_5: 0.1992027908563614 (0.1992027908563614) | > loss_0: 2.4528305530548096 (2.4528305530548096) | > loss_gen: 2.383141279220581 (2.383141279220581) | > loss_kl: 3.3873963356018066 (3.3873963356018066) | > loss_feat: 4.954131126403809 (4.954131126403809) | > loss_mel: 17.210372924804688 (17.210372924804688) | > loss_duration: 2.611055850982666 (2.611055850982666) | > loss_1: 30.546096801757812 (30.546096801757812)  --> STEP: 2 | > loss_disc: 2.395066738128662 (2.423948645591736) | > loss_disc_real_0: 0.07105452567338943 (0.0936410166323185) | > loss_disc_real_1: 0.21623092889785767 (0.2683239132165909) | > loss_disc_real_2: 0.19246722757816315 (0.21982485055923462) | > loss_disc_real_3: 0.24360927939414978 (0.27261878550052643) | > loss_disc_real_4: 0.2552959620952606 (0.24434146285057068) | > loss_disc_real_5: 0.2615983784198761 (0.23040058463811874) | > loss_0: 2.395066738128662 (2.423948645591736) | > loss_gen: 2.399172306060791 (2.391156792640686) | > loss_kl: 2.5656867027282715 (2.976541519165039) | > loss_feat: 5.918659687042236 (5.4363954067230225) | > loss_mel: 19.7262020111084 (18.468287467956543) | > loss_duration: 2.4339325428009033 (2.5224941968917847) | > loss_1: 33.04365158081055 (31.79487419128418)  --> STEP: 3 | > loss_disc: 2.1735029220581055 (2.3404667377471924) | > loss_disc_real_0: 0.12998846173286438 (0.10575683166583379) | > loss_disc_real_1: 0.2053302377462387 (0.24732602139314017) | > loss_disc_real_2: 0.15077757835388184 (0.19680909315745035) | > loss_disc_real_3: 0.22185994684696198 (0.25569917261600494) | > loss_disc_real_4: 0.22706657648086548 (0.2385831673940023) | > loss_disc_real_5: 0.2321634590625763 (0.23098820944627127) | > loss_0: 2.1735029220581055 (2.3404667377471924) | > loss_gen: 2.6522884368896484 (2.478200674057007) | > loss_kl: 3.8744544982910156 (3.2758458455403647) | > loss_feat: 6.81906270980835 (5.897284507751465) | > loss_mel: 16.53664779663086 (17.82440757751465) | > loss_duration: 2.36175537109375 (2.46891458829244) | > loss_1: 32.24420928955078 (31.944652557373047)  --> STEP: 4 | > loss_disc: 2.308922052383423 (2.33258056640625) | > loss_disc_real_0: 0.24286632239818573 (0.14003420434892178) | > loss_disc_real_1: 0.20891162753105164 (0.23772242292761803) | > loss_disc_real_2: 0.1912727802991867 (0.19542501494288445) | > loss_disc_real_3: 0.15848083794116974 (0.23139458894729614) | > loss_disc_real_4: 0.1847318410873413 (0.22512033581733704) | > loss_disc_real_5: 0.22251062095165253 (0.22886881232261658) | > loss_0: 2.308922052383423 (2.33258056640625) | > loss_gen: 2.4197826385498047 (2.4635961651802063) | > loss_kl: 3.791266679763794 (3.404701054096222) | > loss_feat: 7.040570259094238 (6.183105945587158) | > loss_mel: 18.201908111572266 (17.918782711029053) | > loss_duration: 2.4235711097717285 (2.457578718662262) | > loss_1: 33.877098083496094 (32.42776393890381)  --> STEP: 5 | > loss_disc: 2.3794612884521484 (2.3419567108154298) | > loss_disc_real_0: 0.2571318745613098 (0.16345373839139937) | > loss_disc_real_1: 0.24714834988117218 (0.23960760831832886) | > loss_disc_real_2: 0.19103260338306427 (0.19454653263092042) | > loss_disc_real_3: 0.2200225442647934 (0.2291201800107956) | > loss_disc_real_4: 0.20400407910346985 (0.2208970844745636) | > loss_disc_real_5: 0.18336671590805054 (0.21976839303970336) | > loss_0: 2.3794612884521484 (2.3419567108154298) | > loss_gen: 2.5734074115753174 (2.4855584144592284) | > loss_kl: 3.2342824935913086 (3.3706173419952394) | > loss_feat: 5.896705150604248 (6.1258257865905765) | > loss_mel: 18.391315460205078 (18.01328926086426) | > loss_duration: 2.393702983856201 (2.44480357170105) | > loss_1: 32.48941421508789 (32.440093994140625)  --> STEP: 6 | > loss_disc: 2.378401756286621 (2.3480308850606284) | > loss_disc_real_0: 0.13203611969947815 (0.15821746860941252) | > loss_disc_real_1: 0.23735849559307098 (0.23923275619745255) | > loss_disc_real_2: 0.24811826646327972 (0.20347515493631363) | > loss_disc_real_3: 0.22728167474269867 (0.22881376246611276) | > loss_disc_real_4: 0.19945909082889557 (0.21732408553361893) | > loss_disc_real_5: 0.1937420517206192 (0.21543066948652267) | > loss_0: 2.378401756286621 (2.3480308850606284) | > loss_gen: 2.27923846244812 (2.4511717557907104) | > loss_kl: 2.9729223251342773 (3.304334839185079) | > loss_feat: 6.035937786102295 (6.110844453175862) | > loss_mel: 17.756555557250977 (17.970500310262043) | > loss_duration: 2.206146717071533 (2.405027429262797) | > loss_1: 31.25079917907715 (32.24187819163004)  --> STEP: 7 | > loss_disc: 2.6430823802948 (2.39018109866551) | > loss_disc_real_0: 0.1288166046142578 (0.15401734518153326) | > loss_disc_real_1: 0.23795625567436218 (0.2390503989798682) | > loss_disc_real_2: 0.2565425634384155 (0.21105621329375676) | > loss_disc_real_3: 0.3020416498184204 (0.23927488923072815) | > loss_disc_real_4: 0.2254212647676468 (0.21848082542419434) | > loss_disc_real_5: 0.31509995460510254 (0.22966913878917694) | > loss_0: 2.6430823802948 (2.39018109866551) | > loss_gen: 2.1560683250427246 (2.4090141228267123) | > loss_kl: 4.761723518371582 (3.512533221926008) | > loss_feat: 4.969603061676025 (5.947809968675886) | > loss_mel: 17.147253036499023 (17.852893556867325) | > loss_duration: 2.5605335235595703 (2.4272425855909074) | > loss_1: 31.595182418823242 (32.149493081229075)  --> STEP: 8 | > loss_disc: 2.412973403930664 (2.393030136823654) | > loss_disc_real_0: 0.16847553849220276 (0.15582461934536695) | > loss_disc_real_1: 0.1687699556350708 (0.23026534356176853) | > loss_disc_real_2: 0.277203768491745 (0.2193246576935053) | > loss_disc_real_3: 0.1857258826494217 (0.23258126340806484) | > loss_disc_real_4: 0.2551215887069702 (0.22306092083454132) | > loss_disc_real_5: 0.198994442820549 (0.22583480179309845) | > loss_0: 2.412973403930664 (2.393030136823654) | > loss_gen: 2.454866409301758 (2.414745658636093) | > loss_kl: 3.617061138153076 (3.5255992114543915) | > loss_feat: 8.944685935974121 (6.322419464588165) | > loss_mel: 20.068309783935547 (18.129820585250854) | > loss_duration: 2.276801347732544 (2.408437430858612) | > loss_1: 37.361724853515625 (32.80102205276489)  --> STEP: 9 | > loss_disc: 2.444204807281494 (2.3987162113189697) | > loss_disc_real_0: 0.27442479133605957 (0.16900241623322168) | > loss_disc_real_1: 0.2001112699508667 (0.226914890938335) | > loss_disc_real_2: 0.21785183250904083 (0.219161010450787) | > loss_disc_real_3: 0.1733541339635849 (0.22600047124756706) | > loss_disc_real_4: 0.1717306524515152 (0.21735755768087175) | > loss_disc_real_5: 0.2336501032114029 (0.2267031686173545) | > loss_0: 2.444204807281494 (2.3987162113189697) | > loss_gen: 2.507765769958496 (2.4250812265608044) | > loss_kl: 2.7816951274871826 (3.4429432021247015) | > loss_feat: 11.21435832977295 (6.865968227386475) | > loss_mel: 18.161039352416992 (18.133289337158203) | > loss_duration: 2.2182021141052246 (2.387300173441569) | > loss_1: 36.883060455322266 (33.25458187527127)  --> STEP: 10 | > loss_disc: 2.488600254058838 (2.4077046155929565) | > loss_disc_real_0: 0.20352745056152344 (0.17245491966605186) | > loss_disc_real_1: 0.28777584433555603 (0.2330009862780571) | > loss_disc_real_2: 0.24854928255081177 (0.2220998376607895) | > loss_disc_real_3: 0.2628462612628937 (0.22968505024909974) | > loss_disc_real_4: 0.24335148930549622 (0.2199569508433342) | > loss_disc_real_5: 0.29299721121788025 (0.23333257287740708) | > loss_0: 2.488600254058838 (2.4077046155929565) | > loss_gen: 2.6540632247924805 (2.4479794263839723) | > loss_kl: 3.228872537612915 (3.4215361356735228) | > loss_feat: 5.113875865936279 (6.690758991241455) | > loss_mel: 17.899639129638672 (18.10992431640625) | > loss_duration: 2.4922940731048584 (2.397799563407898) | > loss_1: 31.388744354248047 (33.06799812316895)  --> STEP: 11 | > loss_disc: 2.595933437347412 (2.4248163266615435) | > loss_disc_real_0: 0.25738587975502014 (0.18017591603777625) | > loss_disc_real_1: 0.2824893295764923 (0.23749992657791485) | > loss_disc_real_2: 0.2968490421772003 (0.2288952198895541) | > loss_disc_real_3: 0.220137819647789 (0.22881712019443512) | > loss_disc_real_4: 0.2524324357509613 (0.22290926765311847) | > loss_disc_real_5: 0.2578129470348358 (0.2355580614371733) | > loss_0: 2.595933437347412 (2.4248163266615435) | > loss_gen: 2.6219494342803955 (2.463794881647283) | > loss_kl: 3.213756799697876 (3.4026471051302822) | > loss_feat: 6.715900897979736 (6.693044619126753) | > loss_mel: 16.137109756469727 (17.930577538230203) | > loss_duration: 2.5691847801208496 (2.41338003765453) | > loss_1: 31.257904052734375 (32.903444116765804)  --> STEP: 12 | > loss_disc: 2.330630302429199 (2.416967491308848) | > loss_disc_real_0: 0.11741633713245392 (0.17494595112899938) | > loss_disc_real_1: 0.20081280171871185 (0.23444266617298126) | > loss_disc_real_2: 0.25209999084472656 (0.23082895080248514) | > loss_disc_real_3: 0.22572746872901917 (0.22855964923898378) | > loss_disc_real_4: 0.1881205290555954 (0.2200102061033249) | > loss_disc_real_5: 0.15016458928585052 (0.22844193875789642) | > loss_0: 2.330630302429199 (2.416967491308848) | > loss_gen: 2.3993728160858154 (2.458426376183828) | > loss_kl: 3.1204416751861572 (3.3791299859682717) | > loss_feat: 7.172612190246582 (6.733008583386739) | > loss_mel: 17.43211555480957 (17.889039039611816) | > loss_duration: 2.3285341262817383 (2.4063095450401306) | > loss_1: 32.45307540893555 (32.86591339111328)  --> STEP: 13 | > loss_disc: 2.6211369037628174 (2.432672830728384) | > loss_disc_real_0: 0.2228071242570877 (0.17862757983116004) | > loss_disc_real_1: 0.2772224247455597 (0.23773341683241037) | > loss_disc_real_2: 0.24711056053638458 (0.23208138232047743) | > loss_disc_real_3: 0.312705934047699 (0.23503244037811571) | > loss_disc_real_4: 0.2563989758491516 (0.22280934223761925) | > loss_disc_real_5: 0.26780301332473755 (0.2314697137245765) | > loss_0: 2.6211369037628174 (2.432672830728384) | > loss_gen: 2.520616292953491 (2.4632102159353404) | > loss_kl: 2.6005587577819824 (3.3192398914924035) | > loss_feat: 4.713562965393066 (6.577666612771841) | > loss_mel: 13.835693359375 (17.577243218055138) | > loss_duration: 2.247499465942383 (2.3940933851095347) | > loss_1: 25.917930603027344 (32.331453176645134)  --> STEP: 14 | > loss_disc: 2.5039899349212646 (2.437766909599304) | > loss_disc_real_0: 0.23166760802268982 (0.18241615327341215) | > loss_disc_real_1: 0.22951506078243256 (0.2371463914002691) | > loss_disc_real_2: 0.24995163083076477 (0.2333578286426408) | > loss_disc_real_3: 0.2295064777135849 (0.23463772875922068) | > loss_disc_real_4: 0.274721622467041 (0.2265173622540065) | > loss_disc_real_5: 0.20971481502056122 (0.22991579238857543) | > loss_0: 2.5039899349212646 (2.437766909599304) | > loss_gen: 2.6902363300323486 (2.4794263669422696) | > loss_kl: 3.5681610107421875 (3.3370199714388167) | > loss_feat: 6.99404239654541 (6.607407740184239) | > loss_mel: 18.358661651611328 (17.63305882045201) | > loss_duration: 2.4495294094085693 (2.3980531011308943) | > loss_1: 34.060630798339844 (32.45496586390904)  --> STEP: 15 | > loss_disc: 2.5705456733703613 (2.4466188271840412) | > loss_disc_real_0: 0.22351756691932678 (0.18515624751647314) | > loss_disc_real_1: 0.2903051972389221 (0.24069031178951264) | > loss_disc_real_2: 0.18119286000728607 (0.22988016406695047) | > loss_disc_real_3: 0.25069600343704224 (0.23570828040440878) | > loss_disc_real_4: 0.285399466753006 (0.23044283588727316) | > loss_disc_real_5: 0.324144184589386 (0.2361976852019628) | > loss_0: 2.5705456733703613 (2.4466188271840412) | > loss_gen: 2.696545362472534 (2.4939009666442873) | > loss_kl: 4.0024518966674805 (3.3813820997873942) | > loss_feat: 7.4442572593688965 (6.663197708129883) | > loss_mel: 17.364212036132812 (17.615135701497397) | > loss_duration: 2.450049638748169 (2.401519536972046) | > loss_1: 33.957515716552734 (32.555135854085286)  --> STEP: 16 | > loss_disc: 2.6136820316314697 (2.4570602774620056) | > loss_disc_real_0: 0.2729301452636719 (0.19064211612567306) | > loss_disc_real_1: 0.31292080879211426 (0.24520471785217524) | > loss_disc_real_2: 0.20067228376865387 (0.22805467154830694) | > loss_disc_real_3: 0.2511390745639801 (0.23667270503938198) | > loss_disc_real_4: 0.26135504245758057 (0.23237484879791737) | > loss_disc_real_5: 0.2187996208667755 (0.23511030618101358) | > loss_0: 2.6136820316314697 (2.4570602774620056) | > loss_gen: 2.5118956565856934 (2.495025634765625) | > loss_kl: 2.889054536819458 (3.350611627101898) | > loss_feat: 6.388444423675537 (6.646025627851486) | > loss_mel: 15.745477676391602 (17.498282074928284) | > loss_duration: 2.460273027420044 (2.4051916301250458) | > loss_1: 29.995145797729492 (32.39513647556305)  --> STEP: 17 | > loss_disc: 2.672943115234375 (2.469759267919204) | > loss_disc_real_0: 0.14831602573394775 (0.1881523461026304) | > loss_disc_real_1: 0.22867736220359802 (0.24423252046108246) | > loss_disc_real_2: 0.26921749114990234 (0.23047601387781255) | > loss_disc_real_3: 0.2392212599515915 (0.23682262003421783) | > loss_disc_real_4: 0.26961550116539 (0.2345654754077687) | > loss_disc_real_5: 0.34091848134994507 (0.24133431648506837) | > loss_0: 2.672943115234375 (2.469759267919204) | > loss_gen: 2.20613956451416 (2.478032336515539) | > loss_kl: 2.636767864227295 (3.308620817521039) | > loss_feat: 6.015746593475342 (6.6089503905352425) | > loss_mel: 16.60727310180664 (17.445869782391718) | > loss_duration: 2.4416844844818115 (2.4073382686166203) | > loss_1: 29.907611846923828 (32.2488114974078)  --> STEP: 18 | > loss_disc: 2.305873394012451 (2.4606544971466064) | > loss_disc_real_0: 0.08893697708845139 (0.18264038115739822) | > loss_disc_real_1: 0.25520479679107666 (0.24484209136830437) | > loss_disc_real_2: 0.12657660245895386 (0.22470382435454261) | > loss_disc_real_3: 0.19034595787525177 (0.2342405832476086) | > loss_disc_real_4: 0.20981766283512115 (0.2331905969315105) | > loss_disc_real_5: 0.20214788615703583 (0.23915729257795545) | > loss_0: 2.305873394012451 (2.4606544971466064) | > loss_gen: 2.3872194290161133 (2.472987174987793) | > loss_kl: 3.1095352172851562 (3.2975605063968234) | > loss_feat: 8.384425163269043 (6.707587877909343) | > loss_mel: 17.928258895874023 (17.47266917758518) | > loss_duration: 2.271409749984741 (2.3997866842481823) | > loss_1: 34.08084487915039 (32.35059112972684)  --> STEP: 19 | > loss_disc: 2.438999652862549 (2.459514768500077) | > loss_disc_real_0: 0.19078658521175385 (0.18306912873920642) | > loss_disc_real_1: 0.2895808815956116 (0.24719676453816264) | > loss_disc_real_2: 0.21760401129722595 (0.2243301499831049) | > loss_disc_real_3: 0.24350786209106445 (0.23472833476568522) | > loss_disc_real_4: 0.2409314513206482 (0.2335980103204125) | > loss_disc_real_5: 0.21634994447231293 (0.2379569058355532) | > loss_0: 2.438999652862549 (2.459514768500077) | > loss_gen: 2.4305973052978516 (2.4707561292146383) | > loss_kl: 2.2931084632873535 (3.244694609391062) | > loss_feat: 7.401552677154541 (6.744112341027511) | > loss_mel: 17.211071014404297 (17.458900853207236) | > loss_duration: 2.3689217567443848 (2.398162214379562) | > loss_1: 31.705249786376953 (32.316625795866315)  --> STEP: 20 | > loss_disc: 2.578948736190796 (2.4654864668846126) | > loss_disc_real_0: 0.12359138578176498 (0.18009524159133433) | > loss_disc_real_1: 0.26306796073913574 (0.24799032434821128) | > loss_disc_real_2: 0.26470285654067993 (0.22634878531098365) | > loss_disc_real_3: 0.24155104160308838 (0.23506947010755538) | > loss_disc_real_4: 0.2458045333623886 (0.2342083364725113) | > loss_disc_real_5: 0.23374103009700775 (0.23774611204862595) | > loss_0: 2.578948736190796 (2.4654864668846126) | > loss_gen: 2.379265308380127 (2.4661815881729128) | > loss_kl: 2.3324246406555176 (3.1990811109542845) | > loss_feat: 6.443702697753906 (6.72909185886383) | > loss_mel: 18.94759178161621 (17.533335399627685) | > loss_duration: 2.2805752754211426 (2.392282867431641) | > loss_1: 32.38356018066406 (32.3199725151062)  --> STEP: 21 | > loss_disc: 2.4042282104492188 (2.462569407054356) | > loss_disc_real_0: 0.08811043202877045 (0.17571501256454558) | > loss_disc_real_1: 0.25051674246788025 (0.24811062997295744) | > loss_disc_real_2: 0.24139957129955292 (0.22706548940567745) | > loss_disc_real_3: 0.23881034553050995 (0.23524760703245798) | > loss_disc_real_4: 0.22621256113052368 (0.23382758526574998) | > loss_disc_real_5: 0.20348334312438965 (0.23611455162366232) | > loss_0: 2.4042282104492188 (2.462569407054356) | > loss_gen: 2.219536781311035 (2.454436597369966) | > loss_kl: 2.4990012645721436 (3.165743975412278) | > loss_feat: 5.051510810852051 (6.649207047053745) | > loss_mel: 17.033489227294922 (17.509533200945175) | > loss_duration: 2.1700735092163086 (2.381701469421387) | > loss_1: 28.973613739013672 (32.160622097197034)  --> STEP: 22 | > loss_disc: 2.4653618335723877 (2.4626963355324483) | > loss_disc_real_0: 0.13433697819709778 (0.1738341928205707) | > loss_disc_real_1: 0.2779163718223572 (0.2494654364206574) | > loss_disc_real_2: 0.1641622930765152 (0.22420625320889734) | > loss_disc_real_3: 0.2661658525466919 (0.23665298182855954) | > loss_disc_real_4: 0.2573523223400116 (0.23489689149639822) | > loss_disc_real_5: 0.24708518385887146 (0.23661321672526273) | > loss_0: 2.4653618335723877 (2.4626963355324483) | > loss_gen: 2.420710325241089 (2.4529035850004717) | > loss_kl: 2.3473968505859375 (3.1285463788292627) | > loss_feat: 6.842754364013672 (6.658004652370106) | > loss_mel: 18.81528091430664 (17.568885369734332) | > loss_duration: 2.2110953330993652 (2.3739466450431133) | > loss_1: 32.637237548828125 (32.182286435907535)  --> STEP: 23 | > loss_disc: 2.5266456604003906 (2.4654767409614893) | > loss_disc_real_0: 0.21268507838249207 (0.17552336175804553) | > loss_disc_real_1: 0.23866471648216248 (0.2489958399015924) | > loss_disc_real_2: 0.2925257682800293 (0.2271766669076422) | > loss_disc_real_3: 0.25996509194374084 (0.2376665518335674) | > loss_disc_real_4: 0.2789821922779083 (0.23681364370428998) | > loss_disc_real_5: 0.29779815673828125 (0.23927343150843744) | > loss_0: 2.5266456604003906 (2.4654767409614893) | > loss_gen: 2.6766393184661865 (2.4626312255859375) | > loss_kl: 3.206277847290039 (3.1319260078927744) | > loss_feat: 6.35206413269043 (6.644702890644902) | > loss_mel: 16.64571762084961 (17.528747641521953) | > loss_duration: 2.3281683921813965 (2.3719562862230386) | > loss_1: 31.2088680267334 (32.13996389637823)  --> STEP: 24 | > loss_disc: 2.3227152824401855 (2.459528346856435) | > loss_disc_real_0: 0.11945312470197678 (0.17318710188070932) | > loss_disc_real_1: 0.24584390223026276 (0.24886450916528702) | > loss_disc_real_2: 0.2764303386211395 (0.2292289032290379) | > loss_disc_real_3: 0.2306409329175949 (0.23737381771206856) | > loss_disc_real_4: 0.2256586104631424 (0.2363488506525755) | > loss_disc_real_5: 0.21513310074806213 (0.2382675843934218) | > loss_0: 2.3227152824401855 (2.459528346856435) | > loss_gen: 2.5465240478515625 (2.4661267598470054) | > loss_kl: 2.706965684890747 (3.11421932776769) | > loss_feat: 7.223724842071533 (6.668828805287679) | > loss_mel: 17.538419723510742 (17.529150644938152) | > loss_duration: 2.3898723125457764 (2.3727027873198194) | > loss_1: 32.4055061340332 (32.15102815628052)  --> STEP: 25 | > loss_disc: 2.5522477626800537 (2.4632371234893795) | > loss_disc_real_0: 0.1359412968158722 (0.17169726967811585) | > loss_disc_real_1: 0.25699999928474426 (0.2491899287700653) | > loss_disc_real_2: 0.2668747305870056 (0.23073473632335662) | > loss_disc_real_3: 0.2661510109901428 (0.23852490544319152) | > loss_disc_real_4: 0.2882641553878784 (0.23842546284198762) | > loss_disc_real_5: 0.2694869935512543 (0.23951636075973512) | > loss_0: 2.5522477626800537 (2.4632371234893795) | > loss_gen: 2.4212851524353027 (2.464333095550537) | > loss_kl: 2.775285005569458 (3.1006619548797607) | > loss_feat: 7.580569267272949 (6.70529842376709) | > loss_mel: 14.570860862731934 (17.410819053649902) | > loss_duration: 2.4233477115631104 (2.374728584289551) | > loss_1: 29.77134895324707 (32.05584098815918)  --> STEP: 26 | > loss_disc: 2.353902816772461 (2.4590319578464213) | > loss_disc_real_0: 0.1334790587425232 (0.17022733848828536) | > loss_disc_real_1: 0.255117803812027 (0.2494179239639869) | > loss_disc_real_2: 0.2613777220249176 (0.2319133126964936) | > loss_disc_real_3: 0.15324634313583374 (0.23524496073906237) | > loss_disc_real_4: 0.257904052734375 (0.2391746393763102) | > loss_disc_real_5: 0.29155850410461426 (0.24151798165761507) | > loss_0: 2.353902816772461 (2.4590319578464213) | > loss_gen: 2.8375890254974365 (2.478689092856187) | > loss_kl: 2.6567702293395996 (3.083589196205139) | > loss_feat: 9.884666442871094 (6.827581809117244) | > loss_mel: 18.082138061523438 (17.436639015491192) | > loss_duration: 2.313502550125122 (2.3723737368216886) | > loss_1: 35.77466583251953 (32.198872712942276) --> EVAL PERFORMANCE | > avg_loader_time: 0.002470630865830641 (-6.221807920015832e-05) | > avg_loss_disc: 2.4590319578464213 (-0.04752167371603111) | > avg_loss_disc_real_0: 0.17022733848828536 (-0.006924214271398665) | > avg_loss_disc_real_1: 0.2494179239639869 (-0.028078362918817074) | > avg_loss_disc_real_2: 0.2319133126964936 (+0.04377280834775704) | > avg_loss_disc_real_3: 0.23524496073906237 (+0.028545678378297717) | > avg_loss_disc_real_4: 0.2391746393763102 (+0.0309928753055059) | > avg_loss_disc_real_5: 0.24151798165761507 (+0.05169997822779876) | > avg_loss_0: 2.4590319578464213 (-0.04752167371603111) | > avg_loss_gen: 2.478689092856187 (+0.11360203302823546) | > avg_loss_kl: 3.083589196205139 (-0.020696218197162164) | > avg_loss_feat: 6.827581809117244 (-0.08236118463369557) | > avg_loss_mel: 17.436639015491192 (+0.48618089235745643) | > avg_loss_duration: 2.3723737368216886 (-0.004045944947462576) | > avg_loss_1: 32.198872712942276 (+0.49267996274508974)  > EPOCH: 893/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:49:20)   --> TIME: 2024-06-12 06:49:24 -- STEP: 9/330 -- GLOBAL_STEP: 382700 | > loss_disc: 2.3450939655303955 (2.3276837137010364) | > loss_disc_real_0: 0.12801960110664368 (0.09982691953579585) | > loss_disc_real_1: 0.16482335329055786 (0.1859595775604248) | > loss_disc_real_2: 0.1843314915895462 (0.2067272812128067) | > loss_disc_real_3: 0.2567700445652008 (0.2310963554514779) | > loss_disc_real_4: 0.25297820568084717 (0.23531202144092983) | > loss_disc_real_5: 0.22805874049663544 (0.2251921229892307) | > loss_0: 2.3450939655303955 (2.3276837137010364) | > grad_norm_0: tensor(5.3554, device='cuda:0') (tensor(5.9616, device='cuda:0')) | > loss_gen: 2.598795175552368 (2.4889439476860895) | > loss_kl: 1.9350745677947998 (2.01961084206899) | > loss_feat: 7.085429668426514 (6.856740209791395) | > loss_mel: 17.602575302124023 (17.733473671807182) | > loss_duration: 2.068984031677246 (2.09999860657586) | > loss_1: 31.29085922241211 (31.198767979939777) | > grad_norm_1: tensor(66.7353, device='cuda:0') (tensor(72.8459, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3592 (0.3710596561431885) | > loader_time: 0.0028 (0.003127283520168728)  --> TIME: 2024-06-12 06:49:34 -- STEP: 34/330 -- GLOBAL_STEP: 382725 | > loss_disc: 2.327873945236206 (2.3284903904970955) | > loss_disc_real_0: 0.08495968580245972 (0.10168470442295074) | > loss_disc_real_1: 0.211275115609169 (0.19147028423407497) | > loss_disc_real_2: 0.19558091461658478 (0.20409859410103628) | > loss_disc_real_3: 0.2371295839548111 (0.22685482090010362) | > loss_disc_real_4: 0.24570660293102264 (0.23441206882981694) | > loss_disc_real_5: 0.2178223580121994 (0.2241915788720636) | > loss_0: 2.327873945236206 (2.3284903904970955) | > grad_norm_0: tensor(17.7170, device='cuda:0') (tensor(8.1349, device='cuda:0')) | > loss_gen: 2.558291435241699 (2.495832036523258) | > loss_kl: 1.7823010683059692 (1.9941420940791859) | > loss_feat: 7.738150119781494 (6.947232737260706) | > loss_mel: 17.151472091674805 (17.3144250757554) | > loss_duration: 1.9897472858428955 (2.002130003536449) | > loss_1: 31.2199649810791 (30.753762132981244) | > grad_norm_1: tensor(130.4470, device='cuda:0') (tensor(75.5977, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3601 (0.3677028557833503) | > loader_time: 0.0038 (0.0033213250777300667)  --> TIME: 2024-06-12 06:49:43 -- STEP: 59/330 -- GLOBAL_STEP: 382750 | > loss_disc: 2.2836222648620605 (2.33673136517153) | > loss_disc_real_0: 0.09980195760726929 (0.10548796593132666) | > loss_disc_real_1: 0.20643985271453857 (0.1936386404401165) | > loss_disc_real_2: 0.2518864572048187 (0.20626261426230608) | > loss_disc_real_3: 0.19497911632061005 (0.2273543171458325) | > loss_disc_real_4: 0.21584385633468628 (0.23351424604149187) | > loss_disc_real_5: 0.1881500631570816 (0.22434017794617153) | > loss_0: 2.2836222648620605 (2.33673136517153) | > grad_norm_0: tensor(8.2518, device='cuda:0') (tensor(7.9821, device='cuda:0')) | > loss_gen: 2.3549671173095703 (2.4891500957941606) | > loss_kl: 2.0715084075927734 (2.00662734144825) | > loss_feat: 6.311422348022461 (6.98547147492231) | > loss_mel: 16.097034454345703 (17.2201959803953) | > loss_duration: 1.960836410522461 (1.984315027624874) | > loss_1: 28.79576873779297 (30.685760142439502) | > grad_norm_1: tensor(134.8647, device='cuda:0') (tensor(81.5446, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3616 (0.3678575491501114) | > loader_time: 0.0037 (0.0034207893630205577)  --> TIME: 2024-06-12 06:49:52 -- STEP: 84/330 -- GLOBAL_STEP: 382775 | > loss_disc: 2.3881380558013916 (2.3445565331549876) | > loss_disc_real_0: 0.08246960490942001 (0.1071922956478028) | > loss_disc_real_1: 0.15608103573322296 (0.19327735439652488) | > loss_disc_real_2: 0.21955083310604095 (0.20849487966015226) | > loss_disc_real_3: 0.21937449276447296 (0.2280200496315956) | > loss_disc_real_4: 0.21237128973007202 (0.23208717469658172) | > loss_disc_real_5: 0.18893322348594666 (0.22393796451035) | > loss_0: 2.3881380558013916 (2.3445565331549876) | > grad_norm_0: tensor(11.2557, device='cuda:0') (tensor(8.3745, device='cuda:0')) | > loss_gen: 2.3011670112609863 (2.4818766769908724) | > loss_kl: 1.8851653337478638 (2.004135710852487) | > loss_feat: 6.321760177612305 (7.00154968102773) | > loss_mel: 16.844772338867188 (17.182767652329943) | > loss_duration: 2.057945489883423 (1.9792587601003193) | > loss_1: 29.410808563232422 (30.64958869843256) | > grad_norm_1: tensor(160.2969, device='cuda:0') (tensor(91.4201, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.354 (0.36672491970516385) | > loader_time: 0.0043 (0.003506413527897426)  --> TIME: 2024-06-12 06:50:02 -- STEP: 109/330 -- GLOBAL_STEP: 382800 | > loss_disc: 2.323195219039917 (2.34160821372216) | > loss_disc_real_0: 0.07519146800041199 (0.10847917848497356) | > loss_disc_real_1: 0.1702442765235901 (0.19309664633842782) | > loss_disc_real_2: 0.2721305191516876 (0.20817736105634532) | > loss_disc_real_3: 0.22226321697235107 (0.2276950458047587) | > loss_disc_real_4: 0.2215377539396286 (0.2315179048054809) | > loss_disc_real_5: 0.2088010162115097 (0.22273869525401965) | > loss_0: 2.323195219039917 (2.34160821372216) | > grad_norm_0: tensor(6.8295, device='cuda:0') (tensor(9.2171, device='cuda:0')) | > loss_gen: 2.508985757827759 (2.4842303171070346) | > loss_kl: 1.928313136100769 (2.003437971850053) | > loss_feat: 7.225754737854004 (7.000911507037801) | > loss_mel: 17.217750549316406 (17.145698048652864) | > loss_duration: 1.9328452348709106 (1.9815642286878112) | > loss_1: 30.813650131225586 (30.615842241759694) | > grad_norm_1: tensor(187.7180, device='cuda:0') (tensor(106.2434, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3758 (0.3677957626657748) | > loader_time: 0.0039 (0.0035867669166774925)  --> TIME: 2024-06-12 06:50:11 -- STEP: 134/330 -- GLOBAL_STEP: 382825 | > loss_disc: 2.3427505493164062 (2.353661316544263) | > loss_disc_real_0: 0.0892990380525589 (0.11027486283165305) | > loss_disc_real_1: 0.2356969565153122 (0.1937691892928152) | > loss_disc_real_2: 0.19747981429100037 (0.2084441841093462) | > loss_disc_real_3: 0.2201347053050995 (0.22843878482704733) | > loss_disc_real_4: 0.21910521388053894 (0.2325804532686276) | > loss_disc_real_5: 0.2042628824710846 (0.2242709115814807) | > loss_0: 2.3427505493164062 (2.353661316544263) | > grad_norm_0: tensor(14.9673, device='cuda:0') (tensor(9.4731, device='cuda:0')) | > loss_gen: 2.49481463432312 (2.4746885637738814) | > loss_kl: 2.217294931411743 (2.015493731000529) | > loss_feat: 6.8905134201049805 (6.986783340795716) | > loss_mel: 16.552114486694336 (17.167741270207653) | > loss_duration: 2.012674331665039 (1.9859807028699277) | > loss_1: 30.16741180419922 (30.630687756324882) | > grad_norm_1: tensor(213.6255, device='cuda:0') (tensor(110.7884, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3752 (0.36959645463459523) | > loader_time: 0.0038 (0.003675430568296518)  --> TIME: 2024-06-12 06:50:21 -- STEP: 159/330 -- GLOBAL_STEP: 382850 | > loss_disc: 2.251107692718506 (2.355615408915394) | > loss_disc_real_0: 0.11141081899404526 (0.11170399985598319) | > loss_disc_real_1: 0.21144267916679382 (0.19420051518476233) | > loss_disc_real_2: 0.1934715062379837 (0.2095685084848284) | > loss_disc_real_3: 0.21858368813991547 (0.22863265403411673) | > loss_disc_real_4: 0.21776160597801208 (0.23279884832460176) | > loss_disc_real_5: 0.18822696805000305 (0.22391933521384713) | > loss_0: 2.251107692718506 (2.355615408915394) | > grad_norm_0: tensor(6.4278, device='cuda:0') (tensor(10.1771, device='cuda:0')) | > loss_gen: 2.5565412044525146 (2.475677023893633) | > loss_kl: 2.1001360416412354 (2.024001912500873) | > loss_feat: 7.67822265625 (6.983596288932945) | > loss_mel: 17.09355354309082 (17.144789431829874) | > loss_duration: 2.013990640640259 (1.9906069767550103) | > loss_1: 31.44244384765625 (30.61867175312162) | > grad_norm_1: tensor(281.8053, device='cuda:0') (tensor(128.2731, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3689 (0.37049660742657736) | > loader_time: 0.0041 (0.003779481791850156)  --> TIME: 2024-06-12 06:50:31 -- STEP: 184/330 -- GLOBAL_STEP: 382875 | > loss_disc: 2.3997819423675537 (2.3593916815260183) | > loss_disc_real_0: 0.14673390984535217 (0.11296371965790572) | > loss_disc_real_1: 0.21007710695266724 (0.1944795766764361) | > loss_disc_real_2: 0.2364920973777771 (0.21023927499418674) | > loss_disc_real_3: 0.2515007257461548 (0.2290475857646569) | > loss_disc_real_4: 0.25775882601737976 (0.23287666864369228) | > loss_disc_real_5: 0.2656025290489197 (0.22355118669245555) | > loss_0: 2.3997819423675537 (2.3593916815260183) | > grad_norm_0: tensor(17.5113, device='cuda:0') (tensor(11.3895, device='cuda:0')) | > loss_gen: 2.4918417930603027 (2.4736199962056205) | > loss_kl: 2.0111608505249023 (2.027987361602161) | > loss_feat: 6.7529730796813965 (6.984732306521872) | > loss_mel: 16.56594467163086 (17.103336365326598) | > loss_duration: 2.035768508911133 (1.997695528294729) | > loss_1: 29.857688903808594 (30.58737168104752) | > grad_norm_1: tensor(352.6402, device='cuda:0') (tensor(150.1834, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3832 (0.37338042518366954) | > loader_time: 0.0047 (0.0038989030796548595)  --> TIME: 2024-06-12 06:50:41 -- STEP: 209/330 -- GLOBAL_STEP: 382900 | > loss_disc: 2.447619915008545 (2.364136350211915) | > loss_disc_real_0: 0.10234710574150085 (0.1148485084327214) | > loss_disc_real_1: 0.23773474991321564 (0.19478555537011635) | > loss_disc_real_2: 0.19122113287448883 (0.21034972875882563) | > loss_disc_real_3: 0.23421014845371246 (0.22905268309789412) | > loss_disc_real_4: 0.26264455914497375 (0.23272865654178784) | > loss_disc_real_5: 0.2820257246494293 (0.2238082917113053) | > loss_0: 2.447619915008545 (2.364136350211915) | > grad_norm_0: tensor(34.5967, device='cuda:0') (tensor(12.6901, device='cuda:0')) | > loss_gen: 2.4048757553100586 (2.4766864628312697) | > loss_kl: 2.106462001800537 (2.0321254547703207) | > loss_feat: 7.138014316558838 (7.01332103464592) | > loss_mel: 16.851411819458008 (17.08169709894647) | > loss_duration: 2.1048502922058105 (2.0064136063653315) | > loss_1: 30.605613708496094 (30.61024377448707) | > grad_norm_1: tensor(386.4461, device='cuda:0') (tensor(166.2802, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.3906 (0.3757255168622762) | > loader_time: 0.0051 (0.004053499139667128)  --> TIME: 2024-06-12 06:50:52 -- STEP: 234/330 -- GLOBAL_STEP: 382925 | > loss_disc: 2.482424259185791 (2.3657495190954627) | > loss_disc_real_0: 0.0999721810221672 (0.11664073842649277) | > loss_disc_real_1: 0.19722610712051392 (0.19536354832160166) | > loss_disc_real_2: 0.22103209793567657 (0.21020725872526821) | > loss_disc_real_3: 0.22548386454582214 (0.22909073143178582) | > loss_disc_real_4: 0.27551814913749695 (0.2320408169657756) | > loss_disc_real_5: 0.2532746195793152 (0.22279719390675554) | > loss_0: 2.482424259185791 (2.3657495190954627) | > grad_norm_0: tensor(29.2815, device='cuda:0') (tensor(14.7173, device='cuda:0')) | > loss_gen: 2.35963773727417 (2.476646202242273) | > loss_kl: 2.0634875297546387 (2.0363498401438065) | > loss_feat: 6.153102874755859 (6.998584588368733) | > loss_mel: 16.36362075805664 (17.016130341423903) | > loss_duration: 2.086113214492798 (2.0152215045741477) | > loss_1: 29.025962829589844 (30.54293254298023) | > grad_norm_1: tensor(391.8579, device='cuda:0') (tensor(187.3286, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.4147 (0.3790571017143055) | > loader_time: 0.0053 (0.004179970830933662)  --> TIME: 2024-06-12 06:51:05 -- STEP: 259/330 -- GLOBAL_STEP: 382950 | > loss_disc: 2.284379482269287 (2.3665282809136006) | > loss_disc_real_0: 0.09463432431221008 (0.11700373679457024) | > loss_disc_real_1: 0.17126087844371796 (0.1955227514721712) | > loss_disc_real_2: 0.19282203912734985 (0.21037765589459984) | > loss_disc_real_3: 0.199795663356781 (0.2290344522496448) | > loss_disc_real_4: 0.2255164235830307 (0.23232615224182837) | > loss_disc_real_5: 0.237730473279953 (0.22306704026391608) | > loss_0: 2.284379482269287 (2.3665282809136006) | > grad_norm_0: tensor(11.9108, device='cuda:0') (tensor(15.2522, device='cuda:0')) | > loss_gen: 2.4744956493377686 (2.4767223822103968) | > loss_kl: 2.0625946521759033 (2.0405755655185596) | > loss_feat: 7.493666172027588 (6.9981900568634385) | > loss_mel: 17.189250946044922 (16.992230172322998) | > loss_duration: 2.123964786529541 (2.023310821028749) | > loss_1: 31.343971252441406 (30.53102904949409) | > grad_norm_1: tensor(349.2406, device='cuda:0') (tensor(195.8015, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.4117 (0.3828604368629604) | > loader_time: 0.2893 (0.014830046178751471)  --> TIME: 2024-06-12 06:51:17 -- STEP: 284/330 -- GLOBAL_STEP: 382975 | > loss_disc: 2.418347120285034 (2.3700261107632823) | > loss_disc_real_0: 0.15070544183254242 (0.11803491233887387) | > loss_disc_real_1: 0.19244220852851868 (0.195772453512944) | > loss_disc_real_2: 0.2378302961587906 (0.21083957287417335) | > loss_disc_real_3: 0.21937310695648193 (0.2290897929227688) | > loss_disc_real_4: 0.22275370359420776 (0.23256463762110388) | > loss_disc_real_5: 0.23700591921806335 (0.22372344110003659) | > loss_0: 2.418347120285034 (2.3700261107632823) | > grad_norm_0: tensor(11.8550, device='cuda:0') (tensor(15.3077, device='cuda:0')) | > loss_gen: 2.4126369953155518 (2.4720934763760636) | > loss_kl: 2.0582146644592285 (2.0449104812783254) | > loss_feat: 6.663169860839844 (6.980720528414552) | > loss_mel: 16.535655975341797 (16.939410636122815) | > loss_duration: 2.1523711681365967 (2.033187111918354) | > loss_1: 29.82204818725586 (30.470322259714905) | > grad_norm_1: tensor(96.5301, device='cuda:0') (tensor(194.4106, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.4658 (0.3882015708466652) | > loader_time: 0.0064 (0.016198578015179703)  --> TIME: 2024-06-12 06:51:29 -- STEP: 309/330 -- GLOBAL_STEP: 383000 | > loss_disc: 2.466176986694336 (2.3732032729584054) | > loss_disc_real_0: 0.20089106261730194 (0.11960584787248021) | > loss_disc_real_1: 0.22322587668895721 (0.19588180426447904) | > loss_disc_real_2: 0.2198006957769394 (0.21079630219049053) | > loss_disc_real_3: 0.2517925798892975 (0.22930432021810784) | > loss_disc_real_4: 0.2539362907409668 (0.23265987523744022) | > loss_disc_real_5: 0.21849264204502106 (0.22406863182493783) | > loss_0: 2.466176986694336 (2.3732032729584054) | > grad_norm_0: tensor(22.6725, device='cuda:0') (tensor(15.1033, device='cuda:0')) | > loss_gen: 2.3659162521362305 (2.466494511632085) | > loss_kl: 2.0245304107666016 (2.0485981116402887) | > loss_feat: 6.641304969787598 (6.989904233938668) | > loss_mel: 15.762483596801758 (16.89243483003291) | > loss_duration: 2.219442367553711 (2.0450945699099203) | > loss_1: 29.0136775970459 (30.442526271042315) | > grad_norm_1: tensor(350.3879, device='cuda:0') (tensor(191.2950, device='cuda:0')) | > current_lr_0: 0.00017887466935477835 | > current_lr_1: 0.00017887466935477835 | > step_time: 0.5089 (0.3960634165211404) | > loader_time: 0.0077 (0.015458383220684952) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_383000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.686008930206299 (2.686008930206299) | > loss_disc_real_0: 0.1883435994386673 (0.1883435994386673) | > loss_disc_real_1: 0.2170952558517456 (0.2170952558517456) | > loss_disc_real_2: 0.23912347853183746 (0.23912347853183746) | > loss_disc_real_3: 0.22987774014472961 (0.22987774014472961) | > loss_disc_real_4: 0.24009117484092712 (0.24009117484092712) | > loss_disc_real_5: 0.31217214465141296 (0.31217214465141296) | > loss_0: 2.686008930206299 (2.686008930206299) | > loss_gen: 2.2156174182891846 (2.2156174182891846) | > loss_kl: 2.421779155731201 (2.421779155731201) | > loss_feat: 7.3824782371521 (7.3824782371521) | > loss_mel: 16.3647403717041 (16.3647403717041) | > loss_duration: 3.2141165733337402 (3.2141165733337402) | > loss_1: 31.59873390197754 (31.59873390197754)  --> STEP: 1 | > loss_disc: 2.5229201316833496 (2.5229201316833496) | > loss_disc_real_0: 0.18556708097457886 (0.18556708097457886) | > loss_disc_real_1: 0.2548668682575226 (0.2548668682575226) | > loss_disc_real_2: 0.19051818549633026 (0.19051818549633026) | > loss_disc_real_3: 0.259490966796875 (0.259490966796875) | > loss_disc_real_4: 0.227875217795372 (0.227875217795372) | > loss_disc_real_5: 0.2623876631259918 (0.2623876631259918) | > loss_0: 2.5229201316833496 (2.5229201316833496) | > loss_gen: 2.3354287147521973 (2.3354287147521973) | > loss_kl: 3.8454926013946533 (3.8454926013946533) | > loss_feat: 6.2407941818237305 (6.2407941818237305) | > loss_mel: 16.879262924194336 (16.879262924194336) | > loss_duration: 2.5604629516601562 (2.5604629516601562) | > loss_1: 31.861440658569336 (31.861440658569336)  --> STEP: 2 | > loss_disc: 2.351248264312744 (2.437084197998047) | > loss_disc_real_0: 0.10326987504959106 (0.14441847801208496) | > loss_disc_real_1: 0.22489182651042938 (0.23987934738397598) | > loss_disc_real_2: 0.2648160755634308 (0.22766713052988052) | > loss_disc_real_3: 0.2239217907190323 (0.24170637875795364) | > loss_disc_real_4: 0.2241038978099823 (0.22598955780267715) | > loss_disc_real_5: 0.263131707906723 (0.2627596855163574) | > loss_0: 2.351248264312744 (2.437084197998047) | > loss_gen: 2.480071783065796 (2.4077502489089966) | > loss_kl: 3.535961866378784 (3.6907272338867188) | > loss_feat: 6.213515758514404 (6.227154970169067) | > loss_mel: 19.624757766723633 (18.252010345458984) | > loss_duration: 2.4908697605133057 (2.525666356086731) | > loss_1: 34.345176696777344 (33.10330867767334)  --> STEP: 3 | > loss_disc: 2.3583626747131348 (2.4108436902364097) | > loss_disc_real_0: 0.15216758847236633 (0.14700151483217874) | > loss_disc_real_1: 0.14113518595695496 (0.2069646269083023) | > loss_disc_real_2: 0.14650651812553406 (0.20061359306176504) | > loss_disc_real_3: 0.18904989957809448 (0.22415421903133392) | > loss_disc_real_4: 0.1590999811887741 (0.20369303226470947) | > loss_disc_real_5: 0.18204757571220398 (0.23585564891497293) | > loss_0: 2.3583626747131348 (2.4108436902364097) | > loss_gen: 1.9443237781524658 (2.25327475865682) | > loss_kl: 3.7949063777923584 (3.7254536151885986) | > loss_feat: 5.997392177581787 (6.150567372639974) | > loss_mel: 17.89192008972168 (18.131980260213215) | > loss_duration: 2.4020445346832275 (2.484459082285563) | > loss_1: 32.03059005737305 (32.74573580423991)  --> STEP: 4 | > loss_disc: 2.4928689002990723 (2.431349992752075) | > loss_disc_real_0: 0.20832911133766174 (0.1623334139585495) | > loss_disc_real_1: 0.2112724930047989 (0.20804159343242645) | > loss_disc_real_2: 0.24150238931179047 (0.2108357921242714) | > loss_disc_real_3: 0.231342613697052 (0.22595131769776344) | > loss_disc_real_4: 0.19397303462028503 (0.20126303285360336) | > loss_disc_real_5: 0.17401811480522156 (0.2203962653875351) | > loss_0: 2.4928689002990723 (2.431349992752075) | > loss_gen: 2.39798903465271 (2.2894533276557922) | > loss_kl: 3.8198113441467285 (3.749043047428131) | > loss_feat: 7.142096042633057 (6.398449540138245) | > loss_mel: 18.119234085083008 (18.128793716430664) | > loss_duration: 2.492249011993408 (2.4864065647125244) | > loss_1: 33.97138214111328 (33.05214738845825)  --> STEP: 5 | > loss_disc: 2.749251127243042 (2.4949302196502687) | > loss_disc_real_0: 0.3168773055076599 (0.19324219226837158) | > loss_disc_real_1: 0.3652518093585968 (0.23948363661766053) | > loss_disc_real_2: 0.2792409360408783 (0.22451682090759278) | > loss_disc_real_3: 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(6.09182950428554) | > loss_mel: 17.39317512512207 (18.000796454293386) | > loss_duration: 2.540992259979248 (2.4421022960117886) | > loss_1: 33.58378982543945 (32.66299819946289)  --> STEP: 8 | > loss_disc: 2.4277544021606445 (2.4743039906024933) | > loss_disc_real_0: 0.14635257422924042 (0.17557268403470516) | > loss_disc_real_1: 0.19553622603416443 (0.22844145819544792) | > loss_disc_real_2: 0.17673414945602417 (0.21613103710114956) | > loss_disc_real_3: 0.22548332810401917 (0.24240125715732574) | > loss_disc_real_4: 0.18979507684707642 (0.21600111573934555) | > loss_disc_real_5: 0.24232837557792664 (0.23953292332589626) | > loss_0: 2.4277544021606445 (2.4743039906024933) | > loss_gen: 2.181802749633789 (2.4126532077789307) | > loss_kl: 3.893557071685791 (3.709002137184143) | > loss_feat: 8.058747291564941 (6.337694227695465) | > loss_mel: 16.497661590576172 (17.812904596328735) | > loss_duration: 2.297048568725586 (2.423970580101013) | > loss_1: 32.92881774902344 (32.69622564315796)  --> STEP: 9 | > loss_disc: 2.4818055629730225 (2.4751374986436634) | > loss_disc_real_0: 0.28081756830215454 (0.18726656006442177) | > loss_disc_real_1: 0.22425846755504608 (0.2279766814576255) | > loss_disc_real_2: 0.2245120406150818 (0.2170622597138087) | > loss_disc_real_3: 0.2445174753665924 (0.24263639251391092) | > loss_disc_real_4: 0.19405178725719452 (0.21356230146355099) | > loss_disc_real_5: 0.21439172327518463 (0.23673945665359497) | > loss_0: 2.4818055629730225 (2.4751374986436634) | > loss_gen: 2.5017244815826416 (2.422550015979343) | > loss_kl: 2.514976978302002 (3.5763326750861273) | > loss_feat: 8.079950332641602 (6.531278239356147) | > loss_mel: 18.400827407836914 (17.87822935316298) | > loss_duration: 2.2070813179016113 (2.3998717731899686) | > loss_1: 33.704559326171875 (32.80826271904839)  --> STEP: 10 | > loss_disc: 2.417835235595703 (2.4694072723388674) | > loss_disc_real_0: 0.10706746578216553 (0.17924665063619613) | > loss_disc_real_1: 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loss_disc_real_4: 0.19983306527137756 (0.2153085470199585) | > loss_disc_real_5: 0.27228590846061707 (0.23912692070007324) | > loss_0: 2.398606300354004 (2.462970820340243) | > loss_gen: 2.2117114067077637 (2.3952344114130195) | > loss_kl: 4.103480815887451 (3.5468510497700083) | > loss_feat: 6.178077697753906 (6.578103108839556) | > loss_mel: 16.45362091064453 (17.765716205943715) | > loss_duration: 2.5074801445007324 (2.4134679707613858) | > loss_1: 31.45437240600586 (32.699373418634586)  --> STEP: 12 | > loss_disc: 2.2466394901275635 (2.4449432094891868) | > loss_disc_real_0: 0.13588407635688782 (0.16890232264995575) | > loss_disc_real_1: 0.18284335732460022 (0.2187231406569481) | > loss_disc_real_2: 0.22045907378196716 (0.2128449541827043) | > loss_disc_real_3: 0.2057015597820282 (0.23657028252879778) | > loss_disc_real_4: 0.21633730828762054 (0.215394277125597) | > loss_disc_real_5: 0.19333632290363312 (0.2353110375503699) | > loss_0: 2.2466394901275635 (2.4449432094891868) | > loss_gen: 2.6470999717712402 (2.4162232081095376) | > loss_kl: 2.3503103256225586 (3.447139322757721) | > loss_feat: 6.887024879455566 (6.603846589724223) | > loss_mel: 16.70583724975586 (17.677392959594727) | > loss_duration: 2.317498207092285 (2.4054704904556274) | > loss_1: 30.907772064208984 (32.550073305765785)  --> STEP: 13 | > loss_disc: 2.9270241260528564 (2.482026356917161) | > loss_disc_real_0: 0.34825608134269714 (0.18269876562632048) | > loss_disc_real_1: 0.33089470863342285 (0.2273517228089846) | > loss_disc_real_2: 0.2701868414878845 (0.21725586859079507) | > loss_disc_real_3: 0.31906259059906006 (0.24291584468804872) | > loss_disc_real_4: 0.3190930485725403 (0.2233711056984388) | > loss_disc_real_5: 0.3365660607814789 (0.24309988549122444) | > loss_0: 2.9270241260528564 (2.482026356917161) | > loss_gen: 2.5846869945526123 (2.4291819609128513) | > loss_kl: 3.58328914642334 (3.457612386116615) | > loss_feat: 4.567431926727295 (6.447199307955229) | > loss_mel: 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(0.22312544286251068) | > loss_disc_real_5: 0.2885076701641083 (0.2416154558167738) | > loss_0: 2.3844916820526123 (2.493835729711196) | > loss_gen: 2.5990166664123535 (2.411527759888593) | > loss_kl: 2.771578311920166 (3.386400110581342) | > loss_feat: 6.254838466644287 (6.530550535987405) | > loss_mel: 17.498458862304688 (17.416764427633847) | > loss_duration: 2.490994930267334 (2.406604051589966) | > loss_1: 31.614887237548828 (32.15184761496151)  --> STEP: 18 | > loss_disc: 2.219957113265991 (2.478620251019796) | > loss_disc_real_0: 0.04993201047182083 (0.1712894725302855) | > loss_disc_real_1: 0.12063933163881302 (0.2255229482220279) | > loss_disc_real_2: 0.15545879304409027 (0.21701746020052168) | > loss_disc_real_3: 0.17110036313533783 (0.2412811376982265) | > loss_disc_real_4: 0.130171537399292 (0.21796133700344297) | > loss_disc_real_5: 0.19241268932819366 (0.23888196878963047) | > loss_0: 2.219957113265991 (2.478620251019796) | > loss_gen: 2.234457015991211 (2.4016904963387384) | > loss_kl: 3.2019596099853516 (3.376153416103787) | > loss_feat: 10.055654525756836 (6.726389646530151) | > loss_mel: 17.266033172607422 (17.408390469021267) | > loss_duration: 2.2589268684387207 (2.398399763637119) | > loss_1: 35.01702880859375 (32.31102434794108)  --> STEP: 19 | > loss_disc: 2.5741043090820312 (2.4836457277599133) | > loss_disc_real_0: 0.13920746743679047 (0.16960094594641736) | > loss_disc_real_1: 0.27845141291618347 (0.22830865689014135) | > loss_disc_real_2: 0.1776437610387802 (0.21494516024464055) | > loss_disc_real_3: 0.27470463514328003 (0.24304026914270302) | > loss_disc_real_4: 0.22926607728004456 (0.21855632333379044) | > loss_disc_real_5: 0.3142739236354828 (0.2428499664130964) | > loss_0: 2.5741043090820312 (2.4836457277599133) | > loss_gen: 2.4456679821014404 (2.4040051008525647) | > loss_kl: 2.648481607437134 (3.3378548998581734) | > loss_feat: 7.794849395751953 (6.782624370173404) | > loss_mel: 17.124067306518555 (17.39342609204744) | > loss_duration: 2.361321449279785 (2.3964482734077857) | > loss_1: 32.374385833740234 (32.314359162983145)  --> STEP: 20 | > loss_disc: 2.4533650875091553 (2.4821316957473756) | > loss_disc_real_0: 0.2032506912946701 (0.17128343321383) | > loss_disc_real_1: 0.18780076503753662 (0.2262832622975111) | > loss_disc_real_2: 0.22296954691410065 (0.21534637957811356) | > loss_disc_real_3: 0.2705932855606079 (0.24441791996359824) | > loss_disc_real_4: 0.2875213623046875 (0.22200457528233528) | > loss_disc_real_5: 0.32622429728507996 (0.24701868295669555) | > loss_0: 2.4533650875091553 (2.4821316957473756) | > loss_gen: 2.593294143676758 (2.4134695529937744) | > loss_kl: 2.6256802082061768 (3.302246165275574) | > loss_feat: 5.708277702331543 (6.728907036781311) | > loss_mel: 16.57779312133789 (17.352644443511963) | > loss_duration: 2.3622870445251465 (2.3947402119636534) | > loss_1: 29.867332458496094 (32.19200782775879)  --> STEP: 21 | > loss_disc: 2.5428316593170166 (2.485022170203073) | > loss_disc_real_0: 0.17657652497291565 (0.1715354852023579) | > loss_disc_real_1: 0.179067000746727 (0.22403486889033092) | > loss_disc_real_2: 0.23651063442230225 (0.21635420123736063) | > loss_disc_real_3: 0.2370152473449707 (0.2440654117436636) | > loss_disc_real_4: 0.2526063621044159 (0.22346180322624387) | > loss_disc_real_5: 0.19496271014213562 (0.24453982710838318) | > loss_0: 2.5428316593170166 (2.485022170203073) | > loss_gen: 2.213689088821411 (2.403956197556995) | > loss_kl: 2.3266093730926514 (3.25578727040972) | > loss_feat: 5.140286445617676 (6.653258437202091) | > loss_mel: 14.796361923217773 (17.230916704450333) | > loss_duration: 2.187227249145508 (2.384858642305647) | > loss_1: 26.664175033569336 (31.928777694702156)  --> STEP: 22 | > loss_disc: 2.5056076049804688 (2.4859578717838633) | > loss_disc_real_0: 0.17221617698669434 (0.17156642573800956) | > loss_disc_real_1: 0.2724427878856659 (0.22623522884466432) | > loss_disc_real_2: 0.21502813696861267 (0.2162939255887812) | > loss_disc_real_3: 0.19870972633361816 (0.24200378967957062) | > loss_disc_real_4: 0.20714770257472992 (0.2227202531966296) | > loss_disc_real_5: 0.2920435070991516 (0.24669908528978174) | > loss_0: 2.5056076049804688 (2.4859578717838633) | > loss_gen: 2.371375799179077 (2.402475270357999) | > loss_kl: 2.551527976989746 (3.223775484345176) | > loss_feat: 6.476834297180176 (6.6452391581101855) | > loss_mel: 17.122940063476562 (17.22600867531516) | > loss_duration: 2.231590747833252 (2.377891919829629) | > loss_1: 30.754268646240234 (31.875390919772066)  --> STEP: 23 | > loss_disc: 2.5598487854003906 (2.489170520201973) | > loss_disc_real_0: 0.23403386771678925 (0.17428240147621735) | > loss_disc_real_1: 0.18775825202465057 (0.22456231680901154) | > loss_disc_real_2: 0.2358928769826889 (0.21714605391025543) | > loss_disc_real_3: 0.2843033969402313 (0.2438429030387298) | > loss_disc_real_4: 0.27682918310165405 (0.22507281536641327) | > loss_disc_real_5: 0.26939499378204346 (0.24768586391988007) | > loss_0: 2.5598487854003906 (2.489170520201973) | > loss_gen: 2.437194347381592 (2.4039847954459814) | > loss_kl: 3.297171115875244 (3.226966598759527) | > loss_feat: 6.234518051147461 (6.627381718677023) | > loss_mel: 17.019800186157227 (17.21704308883003) | > loss_duration: 2.3109076023101807 (2.3749795581983486) | > loss_1: 31.299591064453125 (31.85035614345385)  --> STEP: 24 | > loss_disc: 2.6079537868499756 (2.4941198229789734) | > loss_disc_real_0: 0.2159319818019867 (0.17601780065645775) | > loss_disc_real_1: 0.22500671446323395 (0.22458083337793747) | > loss_disc_real_2: 0.19649027287960052 (0.21628539636731148) | > loss_disc_real_3: 0.2053186446428299 (0.2422377256055673) | > loss_disc_real_4: 0.25057098269462585 (0.2261352390050888) | > loss_disc_real_5: 0.25555872917175293 (0.24801389997204146) | > loss_0: 2.6079537868499756 (2.4941198229789734) | > loss_gen: 2.232518434524536 (2.3968403637409215) | > loss_kl: 2.686802625656128 (3.204459766546885) | > loss_feat: 7.523947238922119 (6.664738615353902) | > loss_mel: 16.540882110595703 (17.188869714736935) | > loss_duration: 2.46317720413208 (2.378654460112254) | > loss_1: 31.447328567504883 (31.83356332778931)  --> STEP: 25 | > loss_disc: 2.177018165588379 (2.4814357566833496) | > loss_disc_real_0: 0.12435910105705261 (0.17395145267248155) | > loss_disc_real_1: 0.15623648464679718 (0.22184705942869187) | > loss_disc_real_2: 0.2535339593887329 (0.21777533888816833) | > loss_disc_real_3: 0.18671689927577972 (0.2400168925523758) | > loss_disc_real_4: 0.15514127910137177 (0.2232954806089401) | > loss_disc_real_5: 0.2241026759147644 (0.24705745100975038) | > loss_0: 2.177018165588379 (2.4814357566833496) | > loss_gen: 2.727207660675049 (2.4100550556182867) | > loss_kl: 3.02758526802063 (3.197384786605835) | > loss_feat: 8.290553092956543 (6.729771194458007) | > loss_mel: 16.504467010498047 (17.16149360656738) | > loss_duration: 2.448413848876953 (2.381444835662842) | > loss_1: 32.998226165771484 (31.880149841308597)  --> STEP: 26 | > loss_disc: 2.641186237335205 (2.4875800059391904) | > loss_disc_real_0: 0.12258699536323547 (0.17197589662212592) | > loss_disc_real_1: 0.16931773722171783 (0.2198267008822698) | > loss_disc_real_2: 0.165791317820549 (0.21577595346249068) | > loss_disc_real_3: 0.19530810415744781 (0.23829732376795548) | > loss_disc_real_4: 0.08751963078975677 (0.21807333253897154) | > loss_disc_real_5: 0.2743743360042572 (0.24810810043261602) | > loss_0: 2.641186237335205 (2.4875800059391904) | > loss_gen: 2.0473177433013916 (2.3961036205291752) | > loss_kl: 2.2610182762145996 (3.1613706900523257) | > loss_feat: 11.763381004333496 (6.923371571760911) | > loss_mel: 19.999507904052734 (17.270648002624508) | > loss_duration: 2.298959732055664 (2.378272331677951) | > loss_1: 38.37018585205078 (32.12976661095253) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025374339177058293 (+6.680305187518843e-05) | > avg_loss_disc: 2.4875800059391904 (+0.028548048092769118) | > avg_loss_disc_real_0: 0.17197589662212592 (+0.001748558133840561) | > avg_loss_disc_real_1: 0.2198267008822698 (-0.029591223081717105) | > avg_loss_disc_real_2: 0.21577595346249068 (-0.016137359234002918) | > avg_loss_disc_real_3: 0.23829732376795548 (+0.0030523630288931125) | > avg_loss_disc_real_4: 0.21807333253897154 (-0.021101306837338657) | > avg_loss_disc_real_5: 0.24810810043261602 (+0.006590118775000958) | > avg_loss_0: 2.4875800059391904 (+0.028548048092769118) | > avg_loss_gen: 2.3961036205291752 (-0.08258547232701163) | > avg_loss_kl: 3.1613706900523257 (+0.07778149384718658) | > avg_loss_feat: 6.923371571760911 (+0.09578976264366723) | > avg_loss_mel: 17.270648002624508 (-0.16599101286668372) | > avg_loss_duration: 2.378272331677951 (+0.005898594856262207) | > avg_loss_1: 32.12976661095253 (-0.0691061019897461)  > EPOCH: 894/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:52:05)   --> TIME: 2024-06-12 06:52:08 -- STEP: 4/330 -- GLOBAL_STEP: 383025 | > loss_disc: 2.306025266647339 (2.334934115409851) | > loss_disc_real_0: 0.09609919041395187 (0.10528741776943207) | > loss_disc_real_1: 0.1980823129415512 (0.17690825462341309) | > loss_disc_real_2: 0.23440313339233398 (0.21480261161923409) | > loss_disc_real_3: 0.20349936187267303 (0.2162702940404415) | > loss_disc_real_4: 0.19610226154327393 (0.21287988126277924) | > loss_disc_real_5: 0.1948569267988205 (0.21712574735283852) | > loss_0: 2.306025266647339 (2.334934115409851) | > grad_norm_0: tensor(4.6136, device='cuda:0') (tensor(6.2444, device='cuda:0')) | > loss_gen: 2.5040454864501953 (2.4197088479995728) | > loss_kl: 2.2455928325653076 (1.9981622099876404) | > loss_feat: 6.626878261566162 (6.541468501091003) | > loss_mel: 17.52712631225586 (17.596677780151367) | > loss_duration: 2.1467297077178955 (2.130701959133148) | > loss_1: 31.050373077392578 (30.686718940734863) | > grad_norm_1: tensor(82.1306, device='cuda:0') (tensor(70.6497, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.345 (0.3768681287765503) | > loader_time: 0.0029 (0.0030451416969299316)  --> TIME: 2024-06-12 06:52:17 -- STEP: 29/330 -- GLOBAL_STEP: 383050 | > loss_disc: 2.4348223209381104 (2.3309318937104324) | > loss_disc_real_0: 0.1256893426179886 (0.10511067561034498) | > loss_disc_real_1: 0.2199629247188568 (0.194612393605298) | > loss_disc_real_2: 0.20133036375045776 (0.20754695914942642) | > loss_disc_real_3: 0.2511535882949829 (0.2259053228230312) | > loss_disc_real_4: 0.25440341234207153 (0.22794489716661387) | > loss_disc_real_5: 0.23437945544719696 (0.2176096598649847) | > loss_0: 2.4348223209381104 (2.3309318937104324) | > grad_norm_0: tensor(12.4361, device='cuda:0') (tensor(8.7415, device='cuda:0')) | > loss_gen: 2.507380247116089 (2.489621540595745) | > loss_kl: 2.0830750465393066 (1.960550152022263) | > loss_feat: 6.958896636962891 (6.893952534116548) | > loss_mel: 17.536928176879883 (17.26873318902377) | > loss_duration: 1.991147756576538 (2.0042214516935677) | > loss_1: 31.07742691040039 (30.617078649586645) | > grad_norm_1: tensor(204.6642, device='cuda:0') (tensor(112.8692, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.3693 (0.36432846661271723) | > loader_time: 0.0042 (0.0033382054032950565)  --> TIME: 2024-06-12 06:52:27 -- STEP: 54/330 -- GLOBAL_STEP: 383075 | > loss_disc: 2.370532512664795 (2.353419277403089) | > loss_disc_real_0: 0.09420709311962128 (0.10604367391378791) | > loss_disc_real_1: 0.21725842356681824 (0.19751471805351753) | > loss_disc_real_2: 0.19324198365211487 (0.20960010588169098) | > loss_disc_real_3: 0.22282204031944275 (0.22824898058617557) | > loss_disc_real_4: 0.23994508385658264 (0.2303816913454621) | > loss_disc_real_5: 0.22662664949893951 (0.21886055392247658) | > loss_0: 2.370532512664795 (2.353419277403089) | > grad_norm_0: tensor(10.3882, device='cuda:0') (tensor(11.4840, device='cuda:0')) | > loss_gen: 2.5283005237579346 (2.5006589138949358) | > loss_kl: 2.097930908203125 (1.942781227606314) | > loss_feat: 7.2594475746154785 (6.964960804692021) | > loss_mel: 17.195865631103516 (17.24920389387342) | > loss_duration: 1.941214919090271 (1.9846393156934665) | > loss_1: 31.02276039123535 (30.642243915134006) | > grad_norm_1: tensor(224.3780, device='cuda:0') (tensor(157.6438, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.3771 (0.370543775735078) | > loader_time: 0.0037 (0.0035728481080796984)  --> TIME: 2024-06-12 06:52:37 -- STEP: 79/330 -- GLOBAL_STEP: 383100 | > loss_disc: 2.2852084636688232 (2.3557535998428922) | > loss_disc_real_0: 0.09281915426254272 (0.10634874769403965) | > loss_disc_real_1: 0.20201358199119568 (0.19770068099981625) | > loss_disc_real_2: 0.22321757674217224 (0.21095714859570128) | > loss_disc_real_3: 0.23153601586818695 (0.2283575016109249) | > loss_disc_real_4: 0.22052358090877533 (0.23075709086430224) | > loss_disc_real_5: 0.209180548787117 (0.22046325704719447) | > loss_0: 2.2852084636688232 (2.3557535998428922) | > grad_norm_0: tensor(14.8320, device='cuda:0') (tensor(12.5570, device='cuda:0')) | > loss_gen: 2.599973440170288 (2.4958667845665663) | > loss_kl: 1.9957510232925415 (1.9634794389145285) | > loss_feat: 7.843212127685547 (6.974095362651197) | > loss_mel: 17.068126678466797 (17.227668013753764) | > loss_duration: 1.938493251800537 (1.9794461093371427) | > loss_1: 31.445556640625 (30.640555562852303) | > grad_norm_1: tensor(343.5088, device='cuda:0') (tensor(183.0135, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.3937 (0.3729594478124305) | > loader_time: 0.0043 (0.003746711755100685)  --> TIME: 2024-06-12 06:52:46 -- STEP: 104/330 -- GLOBAL_STEP: 383125 | > loss_disc: 2.2306323051452637 (2.3506742165638843) | > loss_disc_real_0: 0.10801924765110016 (0.10668285527768043) | > loss_disc_real_1: 0.17856310307979584 (0.19570272917357776) | > loss_disc_real_2: 0.1316591203212738 (0.20960674993693829) | > loss_disc_real_3: 0.21466395258903503 (0.22773174067529348) | > loss_disc_real_4: 0.21550799906253815 (0.2314654654608323) | > loss_disc_real_5: 0.2430921345949173 (0.22167827188968658) | > loss_0: 2.2306323051452637 (2.3506742165638843) | > grad_norm_0: tensor(17.0507, device='cuda:0') (tensor(12.0197, device='cuda:0')) | > loss_gen: 2.536111354827881 (2.4951362907886514) | > loss_kl: 2.2117536067962646 (1.9787328014006982) | > loss_feat: 7.790558815002441 (6.972314683290628) | > loss_mel: 17.736034393310547 (17.16393661499023) | > loss_duration: 2.0358526706695557 (1.9815769207019072) | > loss_1: 32.31031036376953 (30.591697216033936) | > grad_norm_1: tensor(225.0769, device='cuda:0') (tensor(177.0542, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.3749 (0.3732096300675319) | > loader_time: 0.0043 (0.003869600020922147)  --> TIME: 2024-06-12 06:52:56 -- STEP: 129/330 -- GLOBAL_STEP: 383150 | > loss_disc: 2.2362213134765625 (2.3649017237877654) | > loss_disc_real_0: 0.0880560427904129 (0.10798016427330269) | > loss_disc_real_1: 0.14398187398910522 (0.1956970974687458) | > loss_disc_real_2: 0.17484237253665924 (0.2121458439401878) | > loss_disc_real_3: 0.24191248416900635 (0.23050294793391413) | > loss_disc_real_4: 0.21883690357208252 (0.23249300240084184) | > loss_disc_real_5: 0.19691145420074463 (0.22234344297601272) | > loss_0: 2.2362213134765625 (2.3649017237877654) | > grad_norm_0: tensor(16.9408, device='cuda:0') (tensor(12.4955, device='cuda:0')) | > loss_gen: 2.5552585124969482 (2.484332725983258) | > loss_kl: 2.179192066192627 (1.9908387328303137) | > loss_feat: 7.359687328338623 (6.967235276865405) | > loss_mel: 17.49666976928711 (17.21921400321546) | > loss_duration: 1.9804086685180664 (1.9851274952407956) | > loss_1: 31.571216583251953 (30.646748165751614) | > grad_norm_1: tensor(252.9725, device='cuda:0') (tensor(180.5751, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.3669 (0.3727163492247116) | > loader_time: 0.0041 (0.0039203684459360975)  --> TIME: 2024-06-12 06:53:05 -- STEP: 154/330 -- GLOBAL_STEP: 383175 | > loss_disc: 2.322345018386841 (2.363310826289188) | > loss_disc_real_0: 0.11140817403793335 (0.10945619395994521) | > loss_disc_real_1: 0.21176505088806152 (0.19526887588299713) | > loss_disc_real_2: 0.24497410655021667 (0.2124442310108767) | > loss_disc_real_3: 0.2326861470937729 (0.22975009708822547) | > loss_disc_real_4: 0.22855357825756073 (0.2322441427545114) | > loss_disc_real_5: 0.22235281765460968 (0.2228047873873215) | > loss_0: 2.322345018386841 (2.363310826289188) | > grad_norm_0: tensor(19.1107, device='cuda:0') (tensor(13.3330, device='cuda:0')) | > loss_gen: 2.63687801361084 (2.484470327179155) | > loss_kl: 2.079685688018799 (2.0003402279568956) | > loss_feat: 8.012622833251953 (6.975720164063689) | > loss_mel: 17.68743133544922 (17.21023793654008) | > loss_duration: 2.000143527984619 (1.9889618297675988) | > loss_1: 32.41676330566406 (30.659730428225036) | > grad_norm_1: tensor(397.3204, device='cuda:0') (tensor(197.4627, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.3639 (0.37277457930824975) | > loader_time: 0.0042 (0.004003139285298135)  --> TIME: 2024-06-12 06:53:15 -- STEP: 179/330 -- GLOBAL_STEP: 383200 | > loss_disc: 2.2748637199401855 (2.363004679120451) | > loss_disc_real_0: 0.11240215599536896 (0.1107120289149897) | > loss_disc_real_1: 0.16921252012252808 (0.19546321425690996) | > loss_disc_real_2: 0.22502152621746063 (0.21158765805833166) | > loss_disc_real_3: 0.22117912769317627 (0.2295848558235435) | > loss_disc_real_4: 0.23416052758693695 (0.23268010180089727) | > loss_disc_real_5: 0.22646504640579224 (0.22240212834414158) | > loss_0: 2.2748637199401855 (2.363004679120451) | > grad_norm_0: tensor(10.0340, device='cuda:0') (tensor(14.6257, device='cuda:0')) | > loss_gen: 2.7752578258514404 (2.4829773250238882) | > loss_kl: 2.0057647228240967 (2.00655565914495) | > loss_feat: 7.071377754211426 (6.9674996770294015) | > loss_mel: 16.578121185302734 (17.199211344372618) | > loss_duration: 2.061622142791748 (1.9963768620730777) | > loss_1: 30.492143630981445 (30.652620827019547) | > grad_norm_1: tensor(381.1033, device='cuda:0') (tensor(209.9033, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.377 (0.3740083079098323) | > loader_time: 0.0057 (0.004105637193392108)  --> TIME: 2024-06-12 06:53:25 -- STEP: 204/330 -- GLOBAL_STEP: 383225 | > loss_disc: 2.3625307083129883 (2.3591756037637284) | > loss_disc_real_0: 0.13053147494792938 (0.11108650873396911) | > loss_disc_real_1: 0.2236493080854416 (0.19522496239811765) | > loss_disc_real_2: 0.2168576419353485 (0.21150674904678382) | > loss_disc_real_3: 0.2199586182832718 (0.2292229883811053) | > loss_disc_real_4: 0.19783513247966766 (0.23176711593188493) | > loss_disc_real_5: 0.186484694480896 (0.22170154786869592) | > loss_0: 2.3625307083129883 (2.3591756037637284) | > grad_norm_0: tensor(9.2530, device='cuda:0') (tensor(15.8289, device='cuda:0')) | > loss_gen: 2.761385917663574 (2.4925744755595365) | > loss_kl: 2.0412166118621826 (2.0148537901102315) | > loss_feat: 7.28619384765625 (7.010251877354641) | > loss_mel: 17.418201446533203 (17.175255565082313) | > loss_duration: 2.003627300262451 (2.004643807808558) | > loss_1: 31.51062774658203 (30.69757946799783) | > grad_norm_1: tensor(550.1539, device='cuda:0') (tensor(230.8432, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.4129 (0.3776635960036633) | > loader_time: 0.0049 (0.0042105983285342955)  --> TIME: 2024-06-12 06:53:36 -- STEP: 229/330 -- GLOBAL_STEP: 383250 | > loss_disc: 2.2316102981567383 (2.357999495543765) | > loss_disc_real_0: 0.09817638993263245 (0.11223338703791648) | > loss_disc_real_1: 0.19614383578300476 (0.1952071341494806) | > loss_disc_real_2: 0.2164624184370041 (0.21170596264335265) | > loss_disc_real_3: 0.2753763794898987 (0.22917424213938317) | > loss_disc_real_4: 0.2360796332359314 (0.2314895387559999) | > loss_disc_real_5: 0.2277403622865677 (0.22098354806546042) | > loss_0: 2.2316102981567383 (2.357999495543765) | > grad_norm_0: tensor(37.2020, device='cuda:0') (tensor(17.8959, device='cuda:0')) | > loss_gen: 2.695883274078369 (2.5021038419815156) | > loss_kl: 2.07346773147583 (2.01929334053306) | > loss_feat: 7.190469741821289 (7.034259685782886) | > loss_mel: 17.283470153808594 (17.145328017821985) | > loss_duration: 2.116298198699951 (2.0139120015514984) | > loss_1: 31.359588623046875 (30.714896864245553) | > grad_norm_1: tensor(447.9416, device='cuda:0') (tensor(249.3148, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.4382 (0.38163847277778723) | > loader_time: 0.0054 (0.004338247807265371)  --> TIME: 2024-06-12 06:53:47 -- STEP: 254/330 -- GLOBAL_STEP: 383275 | > loss_disc: 2.449631690979004 (2.358571540652296) | > loss_disc_real_0: 0.12792052328586578 (0.11314374393248182) | > loss_disc_real_1: 0.17527678608894348 (0.19527418852791073) | > loss_disc_real_2: 0.2072071135044098 (0.2113980679648129) | > loss_disc_real_3: 0.23191656172275543 (0.22943802488835777) | > loss_disc_real_4: 0.22457799315452576 (0.23175067806572425) | > loss_disc_real_5: 0.2638680338859558 (0.22077555350196643) | > loss_0: 2.449631690979004 (2.358571540652296) | > grad_norm_0: tensor(21.5316, device='cuda:0') (tensor(18.6659, device='cuda:0')) | > loss_gen: 2.485623836517334 (2.503178911884941) | > loss_kl: 2.0540552139282227 (2.024337868052204) | > loss_feat: 7.67452335357666 (7.052807205305324) | > loss_mel: 17.00006866455078 (17.094935312045834) | > loss_duration: 2.0703368186950684 (2.0217618487012654) | > loss_1: 31.284608840942383 (30.697021108912672) | > grad_norm_1: tensor(410.4945, device='cuda:0') (tensor(262.0858, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.4414 (0.38654845624458134) | > loader_time: 0.0059 (0.004464575624841405)  --> TIME: 2024-06-12 06:53:58 -- STEP: 279/330 -- GLOBAL_STEP: 383300 | > loss_disc: 2.4526171684265137 (2.360414937405602) | > loss_disc_real_0: 0.12011352181434631 (0.11434269068916214) | > loss_disc_real_1: 0.1838534027338028 (0.1960719811019077) | > loss_disc_real_2: 0.22879822552204132 (0.2112938773995232) | > loss_disc_real_3: 0.252692848443985 (0.22943197783603464) | > loss_disc_real_4: 0.2335527539253235 (0.2316819522329556) | > loss_disc_real_5: 0.2134137898683548 (0.22068794536334213) | > loss_0: 2.4526171684265137 (2.360414937405602) | > grad_norm_0: tensor(13.8100, device='cuda:0') (tensor(18.9454, device='cuda:0')) | > loss_gen: 2.450319290161133 (2.498803107969225) | > loss_kl: 2.006411552429199 (2.0297280597003122) | > loss_feat: 6.673139572143555 (7.045358702273352) | > loss_mel: 16.675457000732422 (17.03635680290959) | > loss_duration: 2.1335883140563965 (2.0319339737669955) | > loss_1: 29.938915252685547 (30.642180617137623) | > grad_norm_1: tensor(332.8712, device='cuda:0') (tensor(269.5197, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.439 (0.3915896731892794) | > loader_time: 0.006 (0.004617628658116931)  --> TIME: 2024-06-12 06:54:10 -- STEP: 304/330 -- GLOBAL_STEP: 383325 | > loss_disc: 2.472944974899292 (2.3654119756660954) | > loss_disc_real_0: 0.17213962972164154 (0.11622817907482388) | > loss_disc_real_1: 0.22727860510349274 (0.196345127726856) | > loss_disc_real_2: 0.2074650079011917 (0.2114397728521572) | > loss_disc_real_3: 0.23984678089618683 (0.22994300477990978) | > loss_disc_real_4: 0.26854512095451355 (0.2320096555999235) | > loss_disc_real_5: 0.2542494535446167 (0.22097770129575542) | > loss_0: 2.472944974899292 (2.3654119756660954) | > grad_norm_0: tensor(30.2863, device='cuda:0') (tensor(19.5270, device='cuda:0')) | > loss_gen: 2.4620883464813232 (2.4913245753238096) | > loss_kl: 2.170997142791748 (2.0347462018069464) | > loss_feat: 7.344048500061035 (7.0303111923368355) | > loss_mel: 16.278640747070312 (16.983097471688907) | > loss_duration: 2.1784451007843018 (2.043213683915765) | > loss_1: 30.434219360351562 (30.58269311252393) | > grad_norm_1: tensor(559.8513, device='cuda:0') (tensor(275.7657, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 0.4684 (0.39782038409458975) | > loader_time: 0.0069 (0.004801527449959202)  --> TIME: 2024-06-12 06:54:39 -- STEP: 329/330 -- GLOBAL_STEP: 383350 | > loss_disc: 2.4789814949035645 (2.370231869010575) | > loss_disc_real_0: 0.09761732071638107 (0.11874575625346427) | > loss_disc_real_1: 0.1666688621044159 (0.19622192688082493) | > loss_disc_real_2: 0.20021791756153107 (0.21153753624498656) | > loss_disc_real_3: 0.28574585914611816 (0.2298590500575793) | > loss_disc_real_4: 0.22556878626346588 (0.23209290170198515) | > loss_disc_real_5: 0.2918669581413269 (0.22139529113892725) | > loss_0: 2.4789814949035645 (2.370231869010575) | > grad_norm_0: tensor(16.6079, device='cuda:0') (tensor(20.0820, device='cuda:0')) | > loss_gen: 2.5660829544067383 (2.4880660652751994) | > loss_kl: 2.2368032932281494 (2.041816581346343) | > loss_feat: 10.278965950012207 (7.115692669135097) | > loss_mel: 17.701459884643555 (16.952192425365496) | > loss_duration: 2.29217529296875 (2.0581660440989897) | > loss_1: 35.07548522949219 (30.655933791743223) | > grad_norm_1: tensor(568.0713, device='cuda:0') (tensor(286.0402, device='cuda:0')) | > current_lr_0: 0.00017885231002110898 | > current_lr_1: 0.00017885231002110898 | > step_time: 14.8907 (0.4549084354678912) | > loader_time: 0.034 (0.005242339021166769)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4054136276245117 (2.4054136276245117) | > loss_disc_real_0: 0.07130470126867294 (0.07130470126867294) | > loss_disc_real_1: 0.16236887872219086 (0.16236887872219086) | > loss_disc_real_2: 0.2463291734457016 (0.2463291734457016) | > loss_disc_real_3: 0.25775250792503357 (0.25775250792503357) | > loss_disc_real_4: 0.2117617130279541 (0.2117617130279541) | > loss_disc_real_5: 0.19575423002243042 (0.19575423002243042) | > loss_0: 2.4054136276245117 (2.4054136276245117) | > loss_gen: 2.1016299724578857 (2.1016299724578857) | > loss_kl: 2.9266469478607178 (2.9266469478607178) | > loss_feat: 5.651954174041748 (5.651954174041748) | > loss_mel: 16.209047317504883 (16.209047317504883) | > loss_duration: 3.065659284591675 (3.065659284591675) | > loss_1: 29.95493507385254 (29.95493507385254)  --> STEP: 1 | > loss_disc: 2.2893447875976562 (2.2893447875976562) | > loss_disc_real_0: 0.06553788483142853 (0.06553788483142853) | > loss_disc_real_1: 0.16980302333831787 (0.16980302333831787) | > loss_disc_real_2: 0.21537351608276367 (0.21537351608276367) | > loss_disc_real_3: 0.21358650922775269 (0.21358650922775269) | > loss_disc_real_4: 0.22717329859733582 (0.22717329859733582) | > loss_disc_real_5: 0.1882745325565338 (0.1882745325565338) | > loss_0: 2.2893447875976562 (2.2893447875976562) | > loss_gen: 2.158597707748413 (2.158597707748413) | > loss_kl: 3.121777057647705 (3.121777057647705) | > loss_feat: 6.679126739501953 (6.679126739501953) | > loss_mel: 16.188426971435547 (16.188426971435547) | > loss_duration: 2.507432460784912 (2.507432460784912) | > loss_1: 30.65536117553711 (30.65536117553711)  --> STEP: 2 | > loss_disc: 2.4021027088165283 (2.3457237482070923) | > loss_disc_real_0: 0.08454360067844391 (0.07504074275493622) | > loss_disc_real_1: 0.2044316977262497 (0.18711736053228378) | > loss_disc_real_2: 0.23430189490318298 (0.22483770549297333) | > loss_disc_real_3: 0.21754641830921173 (0.2155664637684822) | > loss_disc_real_4: 0.20707456767559052 (0.21712393313646317) | > loss_disc_real_5: 0.2694169282913208 (0.2288457304239273) | > loss_0: 2.4021027088165283 (2.3457237482070923) | > loss_gen: 2.176726818084717 (2.167662262916565) | > loss_kl: 2.619727373123169 (2.870752215385437) | > loss_feat: 5.857186317443848 (6.2681565284729) | > loss_mel: 17.44027328491211 (16.814350128173828) | > loss_duration: 2.422135591506958 (2.464784026145935) | > loss_1: 30.516050338745117 (30.585705757141113)  --> STEP: 3 | > loss_disc: 2.5099003314971924 (2.400449275970459) | > loss_disc_real_0: 0.1413753628730774 (0.0971522827943166) | > loss_disc_real_1: 0.19546183943748474 (0.1898988535006841) | > loss_disc_real_2: 0.18757015466690063 (0.2124151885509491) | > loss_disc_real_3: 0.2660040855407715 (0.2323790043592453) | > loss_disc_real_4: 0.2294357419013977 (0.22122786939144135) | > loss_disc_real_5: 0.2688892185688019 (0.24219355980555216) | > loss_0: 2.5099003314971924 (2.400449275970459) | > loss_gen: 2.3253681659698486 (2.2202308972676597) | > loss_kl: 4.013299465179443 (3.251601298650106) | > loss_feat: 5.938388347625732 (6.158233801523845) | > loss_mel: 16.50902557373047 (16.712575276692707) | > loss_duration: 2.4093427658081055 (2.446303606033325) | > loss_1: 31.195423126220703 (30.788944880167644)  --> STEP: 4 | > loss_disc: 2.3548898696899414 (2.3890594244003296) | > loss_disc_real_0: 0.08583858609199524 (0.09432385861873627) | > loss_disc_real_1: 0.199687197804451 (0.19234593957662582) | > loss_disc_real_2: 0.28955572843551636 (0.2317003235220909) | > loss_disc_real_3: 0.2018563151359558 (0.22474833205342293) | > loss_disc_real_4: 0.1996094435453415 (0.21582326292991638) | > loss_disc_real_5: 0.22156083583831787 (0.2370353788137436) | > loss_0: 2.3548898696899414 (2.3890594244003296) | > loss_gen: 2.346721887588501 (2.25185364484787) | > loss_kl: 4.2833099365234375 (3.5095284581184387) | > loss_feat: 6.06882905960083 (6.135882616043091) | > loss_mel: 15.024820327758789 (16.29063653945923) | > loss_duration: 2.544419288635254 (2.4708325266838074) | > loss_1: 30.26810073852539 (30.65873384475708)  --> STEP: 5 | > loss_disc: 2.3249549865722656 (2.376238536834717) | > loss_disc_real_0: 0.1339133083820343 (0.10224174857139587) | > loss_disc_real_1: 0.21336334943771362 (0.1965494215488434) | > loss_disc_real_2: 0.19726960361003876 (0.22481417953968047) | > loss_disc_real_3: 0.23233114182949066 (0.22626489400863647) | > loss_disc_real_4: 0.17250359058380127 (0.20715932846069335) | > loss_disc_real_5: 0.22524718940258026 (0.23467774093151092) | > loss_0: 2.3249549865722656 (2.376238536834717) | > loss_gen: 2.2761521339416504 (2.256713342666626) | > loss_kl: 2.807766914367676 (3.369176149368286) | > loss_feat: 6.018167972564697 (6.112339687347412) | > loss_mel: 18.214353561401367 (16.675379943847656) | > loss_duration: 2.3702731132507324 (2.4507206439971925) | > loss_1: 31.68671417236328 (30.86432991027832)  --> STEP: 6 | > loss_disc: 2.6640877723693848 (2.424213409423828) | > loss_disc_real_0: 0.1089092418551445 (0.10335299745202065) | > loss_disc_real_1: 0.18729771673679352 (0.19500747074683508) | > loss_disc_real_2: 0.3472832441329956 (0.245225690305233) | > loss_disc_real_3: 0.295430988073349 (0.23779257635275522) | > loss_disc_real_4: 0.2692644000053406 (0.21751017371813455) | > loss_disc_real_5: 0.26378193497657776 (0.23952843993902206) | > loss_0: 2.6640877723693848 (2.424213409423828) | > loss_gen: 2.105036497116089 (2.231433868408203) | > loss_kl: 2.3067562580108643 (3.1921061674753823) | > loss_feat: 3.822418451309204 (5.7306861480077105) | > loss_mel: 13.23708724975586 (16.102331161499023) | > loss_duration: 2.308502197265625 (2.427017569541931) | > loss_1: 23.779800415039062 (29.68357499440511)  --> STEP: 7 | > loss_disc: 2.423173189163208 (2.424064806529454) | > loss_disc_real_0: 0.06945645064115524 (0.09851063362189702) | > loss_disc_real_1: 0.22241076827049255 (0.198922227535929) | > loss_disc_real_2: 0.2818010151386261 (0.25045073671000345) | > loss_disc_real_3: 0.2690025866031647 (0.24225114924567087) | > loss_disc_real_4: 0.23574410378932953 (0.22011502087116241) | > loss_disc_real_5: 0.19676274061203003 (0.23341905432088034) | > loss_0: 2.423173189163208 (2.424064806529454) | > loss_gen: 2.2999513149261475 (2.241222075053624) | > loss_kl: 4.9167609214782715 (3.438485418047224) | > loss_feat: 5.5338053703308105 (5.702560322625296) | > loss_mel: 17.48517417907715 (16.299880164010183) | > loss_duration: 2.4941916465759277 (2.4366138662610735) | > loss_1: 32.72988510131836 (30.118762152535574)  --> STEP: 8 | > loss_disc: 2.142836570739746 (2.3889112770557404) | > loss_disc_real_0: 0.06313743442296982 (0.09408898372203112) | > loss_disc_real_1: 0.1933591514825821 (0.19822684302926064) | > loss_disc_real_2: 0.22718527913093567 (0.24754255451261997) | > loss_disc_real_3: 0.17872518301010132 (0.23431040346622467) | > loss_disc_real_4: 0.1903660148382187 (0.21639639511704445) | > loss_disc_real_5: 0.26011285185813904 (0.23675577901303768) | > loss_0: 2.142836570739746 (2.3889112770557404) | > loss_gen: 2.502500295639038 (2.2738818526268005) | > loss_kl: 3.2604424953460693 (3.4162300527095795) | > loss_feat: 8.88656997680664 (6.1005615293979645) | > loss_mel: 19.664060592651367 (16.720402717590332) | > loss_duration: 2.326558828353882 (2.4228569865226746) | > loss_1: 36.64012908935547 (30.93393301963806)  --> STEP: 9 | > loss_disc: 2.322518825531006 (2.3815343379974365) | > loss_disc_real_0: 0.09285283088684082 (0.09395163340700997) | > loss_disc_real_1: 0.13666802644729614 (0.19138697452015346) | > loss_disc_real_2: 0.33992427587509155 (0.2578071902195613) | > loss_disc_real_3: 0.2680552899837494 (0.2380598353015052) | > loss_disc_real_4: 0.24409325420856476 (0.21947382390499115) | > loss_disc_real_5: 0.18701982498168945 (0.23122956189844343) | > loss_0: 2.322518825531006 (2.3815343379974365) | > loss_gen: 2.487894058227539 (2.297660986582438) | > loss_kl: 1.9280983209609985 (3.2508820825152926) | > loss_feat: 7.850769519805908 (6.295029083887736) | > loss_mel: 18.345399856567383 (16.900957955254448) | > loss_duration: 2.1968703269958496 (2.397747357686361) | > loss_1: 32.80903244018555 (31.142277399698894)  --> STEP: 10 | > loss_disc: 2.2795770168304443 (2.3713386058807373) | > loss_disc_real_0: 0.05443930998444557 (0.09000040106475353) | > loss_disc_real_1: 0.19118209183216095 (0.19136648625135422) | > loss_disc_real_2: 0.2653341293334961 (0.25855988413095476) | > loss_disc_real_3: 0.230243980884552 (0.2372782498598099) | > loss_disc_real_4: 0.2379480004310608 (0.2213212415575981) | > loss_disc_real_5: 0.25939860939979553 (0.23404646664857864) | > loss_0: 2.2795770168304443 (2.3713386058807373) | > loss_gen: 2.5231010913848877 (2.320204997062683) | > loss_kl: 3.012408494949341 (3.2270347237586976) | > loss_feat: 7.110009670257568 (6.376527142524719) | > loss_mel: 18.250375747680664 (17.03589973449707) | > loss_duration: 2.4034218788146973 (2.3983148097991944) | > loss_1: 33.299320220947266 (31.35798168182373)  --> STEP: 11 | > loss_disc: 2.673351526260376 (2.39879432591525) | > loss_disc_real_0: 0.07882677763700485 (0.08898461711677638) | > loss_disc_real_1: 0.2654326260089874 (0.19809977168386633) | > loss_disc_real_2: 0.390714555978775 (0.2705739452080293) | > loss_disc_real_3: 0.25861185789108276 (0.23921766877174377) | > loss_disc_real_4: 0.2748072147369385 (0.22618360275571997) | > loss_disc_real_5: 0.2980671226978302 (0.2398665262894197) | > loss_0: 2.673351526260376 (2.39879432591525) | > loss_gen: 2.4083125591278076 (2.3282147754322398) | > loss_kl: 4.38454008102417 (3.332262483510104) | > loss_feat: 7.5465569496154785 (6.482893488623879) | > loss_mel: 17.358488082885742 (17.06522594798695) | > loss_duration: 2.550382137298584 (2.4121391122991387) | > loss_1: 34.2482795715332 (31.620736035433683)  --> STEP: 12 | > loss_disc: 2.452605724334717 (2.4032786091168723) | > loss_disc_real_0: 0.1352936327457428 (0.09284370175252359) | > loss_disc_real_1: 0.17742270231246948 (0.19637668256958327) | > loss_disc_real_2: 0.2344001829624176 (0.267559465020895) | > loss_disc_real_3: 0.256818562746048 (0.24068440993626913) | > loss_disc_real_4: 0.2534928619861603 (0.22845937435825667) | > loss_disc_real_5: 0.2184145748615265 (0.2380788636704286) | > loss_0: 2.452605724334717 (2.4032786091168723) | > loss_gen: 2.2359883785247803 (2.3205292423566184) | > loss_kl: 3.1952056884765625 (3.3208410839239755) | > loss_feat: 5.816307544708252 (6.427344659964244) | > loss_mel: 16.91090202331543 (17.05236562093099) | > loss_duration: 2.268064260482788 (2.400132874647776) | > loss_1: 30.426467895507812 (31.52121369043986)  --> STEP: 13 | > loss_disc: 2.4432334899902344 (2.406352061491746) | > loss_disc_real_0: 0.11136295646429062 (0.09426825980727489) | > loss_disc_real_1: 0.24431848526000977 (0.2000645135457699) | > loss_disc_real_2: 0.23712721467018127 (0.2652185226862247) | > loss_disc_real_3: 0.3093261420726776 (0.2459645431775313) | > loss_disc_real_4: 0.24028898775577545 (0.22936934461960426) | > loss_disc_real_5: 0.20696131885051727 (0.23568520637658927) | > loss_0: 2.4432334899902344 (2.406352061491746) | > loss_gen: 2.3297953605651855 (2.321242020680354) | > loss_kl: 3.564607620239258 (3.339592355948228) | > loss_feat: 5.609156131744385 (6.364407080870408) | > loss_mel: 16.375160217285156 (17.000272897573616) | > loss_duration: 2.300112009048462 (2.3924389619093676) | > loss_1: 30.178831100463867 (31.417953491210938)  --> STEP: 14 | > loss_disc: 2.5130538940429688 (2.4139736209596907) | > loss_disc_real_0: 0.1044636070728302 (0.0949964988976717) | > loss_disc_real_1: 0.13607916235923767 (0.19549413131816046) | > loss_disc_real_2: 0.21793347597122192 (0.2618410193494388) | > loss_disc_real_3: 0.25338438153266907 (0.24649453163146973) | > loss_disc_real_4: 0.23544280230998993 (0.22980316302606038) | > loss_disc_real_5: 0.25951915979385376 (0.23738763162067958) | > loss_0: 2.5130538940429688 (2.4139736209596907) | > loss_gen: 2.0648863315582275 (2.3029309000287737) | > loss_kl: 3.9300200939178467 (3.381765765803201) | > loss_feat: 6.3587517738342285 (6.364003130367824) | > loss_mel: 18.234302520751953 (17.088417870657782) | > loss_duration: 2.4602441787719727 (2.397282191685268) | > loss_1: 33.0482063293457 (31.534400122506277)  --> STEP: 15 | > loss_disc: 2.5896060466766357 (2.4256824493408202) | > loss_disc_real_0: 0.10880099982023239 (0.09591679895917575) | > loss_disc_real_1: 0.2138441950082779 (0.19671746889750164) | > loss_disc_real_2: 0.35434582829475403 (0.2680080066124598) | > loss_disc_real_3: 0.29250290989875793 (0.24956175684928894) | > loss_disc_real_4: 0.29301702976226807 (0.23401742080847424) | > loss_disc_real_5: 0.2738199532032013 (0.23981645305951435) | > loss_0: 2.5896060466766357 (2.4256824493408202) | > loss_gen: 2.386770248413086 (2.3085201899210612) | > loss_kl: 3.9496374130249023 (3.419623875617981) | > loss_feat: 7.149807929992676 (6.416390117009481) | > loss_mel: 15.844618797302246 (17.00549793243408) | > loss_duration: 2.4108572006225586 (2.398187192281087) | > loss_1: 31.74169158935547 (31.548219553629558)  --> STEP: 16 | > loss_disc: 2.5012173652648926 (2.430403381586075) | > loss_disc_real_0: 0.08239740133285522 (0.09507183660753071) | > loss_disc_real_1: 0.1686023473739624 (0.19496027380228043) | > loss_disc_real_2: 0.3152616322040558 (0.27096135821193457) | > loss_disc_real_3: 0.24766290187835693 (0.2494430784136057) | > loss_disc_real_4: 0.21289034187793732 (0.23269697837531567) | > loss_disc_real_5: 0.2940968871116638 (0.2432089801877737) | > loss_0: 2.5012173652648926 (2.430403381586075) | > loss_gen: 2.254570960998535 (2.3051483631134033) | > loss_kl: 3.128603219985962 (3.4014350846409798) | > loss_feat: 6.577437400817871 (6.426455572247505) | > loss_mel: 16.120790481567383 (16.95020371675491) | > loss_duration: 2.3989098072052 (2.3982323557138443) | > loss_1: 30.48031234741211 (31.481475353240967)  --> STEP: 17 | > loss_disc: 2.4086556434631348 (2.4291241028729607) | > loss_disc_real_0: 0.11635611951351166 (0.09632385324905901) | > loss_disc_real_1: 0.15731824934482574 (0.19274603706948898) | > loss_disc_real_2: 0.2873293459415436 (0.2719241810195586) | > loss_disc_real_3: 0.23991374671459198 (0.24888252949013429) | > loss_disc_real_4: 0.20227479934692383 (0.23090743843246908) | > loss_disc_real_5: 0.24274680018424988 (0.24318179312874288) | > loss_0: 2.4086556434631348 (2.4291241028729607) | > loss_gen: 2.3146770000457764 (2.3057088711682487) | > loss_kl: 2.4578070640563965 (3.345927554018357) | > loss_feat: 5.489597797393799 (6.371346291373758) | > loss_mel: 17.322172164916992 (16.97208421370562) | > loss_duration: 2.4811198711395264 (2.403108091915355) | > loss_1: 30.065372467041016 (31.3981751834645)  --> STEP: 18 | > loss_disc: 2.2002644538879395 (2.4164096779293485) | > loss_disc_real_0: 0.0701373890042305 (0.09486904967990187) | > loss_disc_real_1: 0.15182410180568695 (0.19047259622149998) | > loss_disc_real_2: 0.14374148845672607 (0.2648029203216235) | > loss_disc_real_3: 0.15584136545658112 (0.24371357593271467) | > loss_disc_real_4: 0.23437470197677612 (0.2311000641849306) | > loss_disc_real_5: 0.14251162111759186 (0.23758900579479006) | > loss_0: 2.2002644538879395 (2.4164096779293485) | > loss_gen: 2.3319778442382812 (2.3071682585610285) | > loss_kl: 3.3094921112060547 (3.343903362751007) | > loss_feat: 12.212178230285645 (6.695836954646641) | > loss_mel: 19.321840286254883 (17.102626217736134) | > loss_duration: 2.2718520164489746 (2.3958160877227783) | > loss_1: 39.44733810424805 (31.84535090128581)  --> STEP: 19 | > loss_disc: 2.496704339981079 (2.4206357127741764) | > loss_disc_real_0: 0.13297490775585175 (0.09687462115758344) | > loss_disc_real_1: 0.3133801221847534 (0.19694141337746068) | > loss_disc_real_2: 0.31847020983695984 (0.2676275145066412) | > loss_disc_real_3: 0.20065948367118835 (0.24144757107684486) | > loss_disc_real_4: 0.2376457005739212 (0.23144457136329852) | > loss_disc_real_5: 0.19815395772457123 (0.23551347694898905) | > loss_0: 2.496704339981079 (2.4206357127741764) | > loss_gen: 2.5341460704803467 (2.319114459188361) | > loss_kl: 2.5246760845184326 (3.3007861375808716) | > loss_feat: 10.032388687133789 (6.871444940567017) | > loss_mel: 17.352754592895508 (17.115790869060312) | > loss_duration: 2.3390636444091797 (2.3928291170220626) | > loss_1: 34.78302764892578 (31.999965466951068)  --> STEP: 20 | > loss_disc: 2.2327489852905273 (2.411241376399994) | > loss_disc_real_0: 0.15805171430110931 (0.09993347581475973) | > loss_disc_real_1: 0.1716405749320984 (0.19567637145519257) | > loss_disc_real_2: 0.2675250768661499 (0.2676223926246166) | > loss_disc_real_3: 0.21874357759952545 (0.2403123714029789) | > loss_disc_real_4: 0.1974986493587494 (0.22974727526307107) | > loss_disc_real_5: 0.29507899284362793 (0.238491752743721) | > loss_0: 2.2327489852905273 (2.411241376399994) | > loss_gen: 2.760237693786621 (2.341170620918274) | > loss_kl: 2.2535810470581055 (3.2484258830547335) | > loss_feat: 7.450422763824463 (6.900393831729889) | > loss_mel: 16.437517166137695 (17.08187718391418) | > loss_duration: 2.341278553009033 (2.3902515888214113) | > loss_1: 31.243038177490234 (31.962119102478027)  --> STEP: 21 | > loss_disc: 2.3188748359680176 (2.406842969712757) | > loss_disc_real_0: 0.08001835644245148 (0.09898513679703076) | > loss_disc_real_1: 0.17945066094398499 (0.1949037185737065) | > loss_disc_real_2: 0.25172391533851624 (0.26686532227765947) | > loss_disc_real_3: 0.2501693069934845 (0.24078174928824106) | > loss_disc_real_4: 0.2707948088645935 (0.23170191972028642) | > loss_disc_real_5: 0.2536984086036682 (0.2392158792132423) | > loss_0: 2.3188748359680176 (2.406842969712757) | > loss_gen: 2.4326817989349365 (2.3455282960619246) | > loss_kl: 2.2464377880096436 (3.2007121642430625) | > loss_feat: 5.5527496337890625 (6.836220298494611) | > loss_mel: 17.531641006469727 (17.103294508797777) | > loss_duration: 2.203587532043457 (2.381362824212937) | > loss_1: 29.967098236083984 (31.867118108840216)  --> STEP: 22 | > loss_disc: 2.422760248184204 (2.40756648237055) | > loss_disc_real_0: 0.10157711058855057 (0.09910295378755439) | > loss_disc_real_1: 0.30054590106010437 (0.19970563595945184) | > loss_disc_real_2: 0.20667801797389984 (0.26412953571839765) | > loss_disc_real_3: 0.2133300006389618 (0.23953394253145566) | > loss_disc_real_4: 0.17675651609897614 (0.22920440137386322) | > loss_disc_real_5: 0.20077495276927948 (0.23746856437488037) | > loss_0: 2.422760248184204 (2.40756648237055) | > loss_gen: 2.3608877658843994 (2.346226453781128) | > loss_kl: 2.6603755950927734 (3.1761514110998674) | > loss_feat: 7.372896671295166 (6.860614679076455) | > loss_mel: 16.581335067749023 (17.079569079659198) | > loss_duration: 2.2095673084259033 (2.3735539371317085) | > loss_1: 31.185062408447266 (31.836115577004172)  --> STEP: 23 | > loss_disc: 2.455212116241455 (2.409638031669285) | > loss_disc_real_0: 0.12494205683469772 (0.10022639305047366) | > loss_disc_real_1: 0.18436409533023834 (0.19903861245383386) | > loss_disc_real_2: 0.2954159379005432 (0.2654898140741431) | > loss_disc_real_3: 0.2667045295238495 (0.24071527240069016) | > loss_disc_real_4: 0.235762357711792 (0.2294895299102949) | > loss_disc_real_5: 0.2987658977508545 (0.24013366582600967) | > loss_0: 2.455212116241455 (2.409638031669285) | > loss_gen: 2.504744529724121 (2.353118544039519) | > loss_kl: 2.683053731918335 (3.1547123815702354) | > loss_feat: 5.891297340393066 (6.818470446959786) | > loss_mel: 16.367326736450195 (17.048602021258805) | > loss_duration: 2.3011362552642822 (2.3704053422679072) | > loss_1: 29.74755859375 (31.745308751645297)  --> STEP: 24 | > loss_disc: 2.371509075164795 (2.4080493251482644) | > loss_disc_real_0: 0.11957810819149017 (0.1010327145146827) | > loss_disc_real_1: 0.16150133311748505 (0.19747455914815268) | > loss_disc_real_2: 0.2814403474330902 (0.2661544196307659) | > loss_disc_real_3: 0.26088377833366394 (0.24155562681456408) | > loss_disc_real_4: 0.23010225594043732 (0.22951506016155085) | > loss_disc_real_5: 0.19413864612579346 (0.238217206671834) | > loss_0: 2.371509075164795 (2.4080493251482644) | > loss_gen: 2.449955940246582 (2.3571534355481467) | > loss_kl: 2.6072051525115967 (3.131899580359459) | > loss_feat: 6.648299217224121 (6.811379979054133) | > loss_mel: 18.319719314575195 (17.101565241813656) | > loss_duration: 2.385819435119629 (2.3710475961367288) | > loss_1: 32.4109992980957 (31.773045857747395)  --> STEP: 25 | > loss_disc: 2.443999767303467 (2.4094873428344727) | > loss_disc_real_0: 0.15069738030433655 (0.10301930114626884) | > loss_disc_real_1: 0.14306968450546265 (0.19529836416244506) | > loss_disc_real_2: 0.3047458827495575 (0.2676980781555176) | > loss_disc_real_3: 0.23616519570350647 (0.24134000957012178) | > loss_disc_real_4: 0.23441003262996674 (0.2297108590602875) | > loss_disc_real_5: 0.20107990503311157 (0.2367317146062851) | > loss_0: 2.443999767303467 (2.4094873428344727) | > loss_gen: 2.341306447982788 (2.3565195560455323) | > loss_kl: 3.278905153274536 (3.137779803276062) | > loss_feat: 6.722751140594482 (6.807834825515747) | > loss_mel: 14.81397819519043 (17.010061759948726) | > loss_duration: 2.45155930519104 (2.374268064498901) | > loss_1: 29.608501434326172 (31.68646408081055)  --> STEP: 26 | > loss_disc: 2.239439010620117 (2.40294702236469) | > loss_disc_real_0: 0.04499641805887222 (0.10078765179675359) | > loss_disc_real_1: 0.14402008056640625 (0.19332612248567435) | > loss_disc_real_2: 0.25587964057922363 (0.2672435228641217) | > loss_disc_real_3: 0.13738632202148438 (0.2373417908182511) | > loss_disc_real_4: 0.28350308537483215 (0.23177979084161612) | > loss_disc_real_5: 0.24776731431484222 (0.2371561607489219) | > loss_0: 2.239439010620117 (2.40294702236469) | > loss_gen: 2.2555649280548096 (2.352636685738197) | > loss_kl: 2.7177014350891113 (3.1216229429611793) | > loss_feat: 12.717048645019531 (7.035112280112046) | > loss_mel: 19.938570022583008 (17.12269669312697) | > loss_duration: 2.293360710144043 (2.3711562431775604) | > loss_1: 39.92224884033203 (32.00322503309984) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024837805674626278 (-5.365335024320149e-05) | > avg_loss_disc: 2.40294702236469 (-0.08463298357450055) | > avg_loss_disc_real_0: 0.10078765179675359 (-0.07118824482537234) | > avg_loss_disc_real_1: 0.19332612248567435 (-0.026500578396595448) | > avg_loss_disc_real_2: 0.2672435228641217 (+0.051467569401631) | > avg_loss_disc_real_3: 0.2373417908182511 (-0.0009555329497043796) | > avg_loss_disc_real_4: 0.23177979084161612 (+0.01370645830264458) | > avg_loss_disc_real_5: 0.2371561607489219 (-0.010951939683694123) | > avg_loss_0: 2.40294702236469 (-0.08463298357450055) | > avg_loss_gen: 2.352636685738197 (-0.043466934790978407) | > avg_loss_kl: 3.1216229429611793 (-0.03974774709114648) | > avg_loss_feat: 7.035112280112046 (+0.11174070835113525) | > avg_loss_mel: 17.12269669312697 (-0.14795130949753954) | > avg_loss_duration: 2.3711562431775604 (-0.007116088500390472) | > avg_loss_1: 32.00322503309984 (-0.1265415778526915)  > EPOCH: 895/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:54:45)   --> TIME: 2024-06-12 06:54:55 -- STEP: 24/330 -- GLOBAL_STEP: 383375 | > loss_disc: 2.327244281768799 (2.3380903204282126) | > loss_disc_real_0: 0.09328161925077438 (0.10385996320595343) | > loss_disc_real_1: 0.2264901101589203 (0.20541290317972502) | > loss_disc_real_2: 0.1873311847448349 (0.20372409373521805) | > loss_disc_real_3: 0.2246488630771637 (0.22639167619248232) | > loss_disc_real_4: 0.21186059713363647 (0.2318543524791797) | > loss_disc_real_5: 0.206022709608078 (0.2193159982562065) | > loss_0: 2.327244281768799 (2.3380903204282126) | > grad_norm_0: tensor(8.6214, device='cuda:0') (tensor(8.3309, device='cuda:0')) | > loss_gen: 2.5709633827209473 (2.4989359080791473) | > loss_kl: 1.8656315803527832 (1.9195853968461354) | > loss_feat: 7.658301830291748 (7.070542057355245) | > loss_mel: 17.111257553100586 (17.355111638704933) | > loss_duration: 1.9474512338638306 (2.0211638857920966) | > loss_1: 31.15360450744629 (30.865338881810505) | > grad_norm_1: tensor(62.3708, device='cuda:0') (tensor(81.9027, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3639 (0.3676523764928182) | > loader_time: 0.003 (0.0031490822633107505)  --> TIME: 2024-06-12 06:55:04 -- STEP: 49/330 -- GLOBAL_STEP: 383400 | > loss_disc: 2.339203357696533 (2.339593838672249) | > loss_disc_real_0: 0.12817728519439697 (0.10528587747593315) | > loss_disc_real_1: 0.19620783627033234 (0.1976949596891598) | > loss_disc_real_2: 0.2450057864189148 (0.20893954652912763) | > loss_disc_real_3: 0.21035081148147583 (0.22560277854909702) | > loss_disc_real_4: 0.22182773053646088 (0.23344191878425832) | > loss_disc_real_5: 0.23662717640399933 (0.22394996303684858) | > loss_0: 2.339203357696533 (2.339593838672249) | > grad_norm_0: tensor(13.6692, device='cuda:0') (tensor(8.3747, device='cuda:0')) | > loss_gen: 2.4783966541290283 (2.5146218270671614) | > loss_kl: 2.0143604278564453 (1.980472781220261) | > loss_feat: 7.03738260269165 (7.105660107670998) | > loss_mel: 16.643146514892578 (17.36872970814607) | > loss_duration: 1.9140586853027344 (1.9891051735196794) | > loss_1: 30.087345123291016 (30.958589514907526) | > grad_norm_1: tensor(62.0491, device='cuda:0') (tensor(77.8355, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.362 (0.36580065318516325) | > loader_time: 0.0035 (0.00337045533316476)  --> TIME: 2024-06-12 06:55:14 -- STEP: 74/330 -- GLOBAL_STEP: 383425 | > loss_disc: 2.352721691131592 (2.350335456229545) | > loss_disc_real_0: 0.09078138321638107 (0.10738278754256866) | > loss_disc_real_1: 0.19440767168998718 (0.19662822803130017) | > loss_disc_real_2: 0.19216099381446838 (0.21067665215279605) | > loss_disc_real_3: 0.22943344712257385 (0.22696702182292938) | > loss_disc_real_4: 0.22749921679496765 (0.23205111578509613) | > loss_disc_real_5: 0.22831358015537262 (0.22385168699799357) | > loss_0: 2.352721691131592 (2.350335456229545) | > grad_norm_0: tensor(6.4497, device='cuda:0') (tensor(8.6021, device='cuda:0')) | > loss_gen: 2.529344081878662 (2.4984261055250427) | > loss_kl: 1.8364897966384888 (1.99209670762758) | > loss_feat: 7.128324031829834 (7.072774532678965) | > loss_mel: 17.485271453857422 (17.31947763546092) | > loss_duration: 1.907731294631958 (1.9777058636819995) | > loss_1: 30.887161254882812 (30.860480746707402) | > grad_norm_1: tensor(52.9472, device='cuda:0') (tensor(76.1257, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3821 (0.36724141159573115) | > loader_time: 0.0039 (0.003506354383520178)  --> TIME: 2024-06-12 06:55:23 -- STEP: 99/330 -- GLOBAL_STEP: 383450 | > loss_disc: 2.365220546722412 (2.358632526012384) | > loss_disc_real_0: 0.10352694988250732 (0.10892308578647748) | > loss_disc_real_1: 0.16854138672351837 (0.19853555825021524) | > loss_disc_real_2: 0.21557103097438812 (0.2110796445848966) | > loss_disc_real_3: 0.23454758524894714 (0.2273772352873677) | > loss_disc_real_4: 0.24702276289463043 (0.23261020851857733) | > loss_disc_real_5: 0.24716328084468842 (0.22401937044630146) | > loss_0: 2.365220546722412 (2.358632526012384) | > grad_norm_0: tensor(14.2980, device='cuda:0') (tensor(8.9873, device='cuda:0')) | > loss_gen: 2.4340033531188965 (2.486747286536476) | > loss_kl: 2.0713367462158203 (2.0066614488158567) | > loss_feat: 7.125716209411621 (7.0327897023673005) | > loss_mel: 17.10003662109375 (17.263199305293526) | > loss_duration: 2.009854793548584 (1.979389656673778) | > loss_1: 30.740947723388672 (30.768787345500908) | > grad_norm_1: tensor(161.2092, device='cuda:0') (tensor(89.8611, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3694 (0.36891408159275246) | > loader_time: 0.0037 (0.0036148061655988596)  --> TIME: 2024-06-12 06:55:33 -- STEP: 124/330 -- GLOBAL_STEP: 383475 | > loss_disc: 2.508422613143921 (2.36121468390188) | > loss_disc_real_0: 0.14134708046913147 (0.11056206501539677) | > loss_disc_real_1: 0.1833782196044922 (0.19757656392551232) | > loss_disc_real_2: 0.25860506296157837 (0.21169858558043356) | > loss_disc_real_3: 0.2392715960741043 (0.22809206862603465) | > loss_disc_real_4: 0.22511203587055206 (0.23291202153890364) | > loss_disc_real_5: 0.22409369051456451 (0.22429014441947784) | > loss_0: 2.508422613143921 (2.36121468390188) | > grad_norm_0: tensor(8.3307, device='cuda:0') (tensor(9.1723, device='cuda:0')) | > loss_gen: 2.423443078994751 (2.484233458195963) | > loss_kl: 2.213810443878174 (2.0262987065699796) | > loss_feat: 7.252068042755127 (6.997643759173732) | > loss_mel: 17.576404571533203 (17.230396409188536) | > loss_duration: 1.999953269958496 (1.983856511692847) | > loss_1: 31.465679168701172 (30.7224288909666) | > grad_norm_1: tensor(81.1204, device='cuda:0') (tensor(95.3786, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3811 (0.36936091415343747) | > loader_time: 0.0044 (0.0036981990260462607)  --> TIME: 2024-06-12 06:55:43 -- STEP: 149/330 -- GLOBAL_STEP: 383500 | > loss_disc: 2.3821535110473633 (2.369881658746093) | > loss_disc_real_0: 0.09638717770576477 (0.11285142340516084) | > loss_disc_real_1: 0.18390020728111267 (0.19775933797327458) | > loss_disc_real_2: 0.24544915556907654 (0.21222435918030322) | > loss_disc_real_3: 0.25976911187171936 (0.22864976765325407) | > loss_disc_real_4: 0.23075689375400543 (0.2335386888292812) | > loss_disc_real_5: 0.21478983759880066 (0.2240464647344295) | > loss_0: 2.3821535110473633 (2.369881658746093) | > grad_norm_0: tensor(5.2139, device='cuda:0') (tensor(9.1199, device='cuda:0')) | > loss_gen: 2.502004861831665 (2.478374319588578) | > loss_kl: 2.291738510131836 (2.0344157730973005) | > loss_feat: 6.122208595275879 (6.965767492383918) | > loss_mel: 17.755889892578125 (17.198227581561795) | > loss_duration: 2.018660068511963 (1.9888893989908616) | > loss_1: 30.690502166748047 (30.66567456802266) | > grad_norm_1: tensor(84.6945, device='cuda:0') (tensor(96.1561, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3799 (0.37053787308251296) | > loader_time: 0.0041 (0.0037921307070943335) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_383500.pth  --> TIME: 2024-06-12 06:55:58 -- STEP: 174/330 -- GLOBAL_STEP: 383525 | > loss_disc: 2.3460147380828857 (2.372481202257091) | > loss_disc_real_0: 0.09450551867485046 (0.11390168403928307) | > loss_disc_real_1: 0.18120945990085602 (0.19778290819162606) | > loss_disc_real_2: 0.2411453276872635 (0.21178847148843194) | > loss_disc_real_3: 0.21345093846321106 (0.22889235170408226) | > loss_disc_real_4: 0.24028579890727997 (0.2339290538053403) | > loss_disc_real_5: 0.2197614312171936 (0.22483920237456245) | > loss_0: 2.3460147380828857 (2.372481202257091) | > grad_norm_0: tensor(7.3823, device='cuda:0') (tensor(9.3764, device='cuda:0')) | > loss_gen: 2.5397849082946777 (2.471947656280692) | > loss_kl: 2.1303224563598633 (2.043144728945588) | > loss_feat: 6.931684494018555 (6.92814162133754) | > loss_mel: 17.65719985961914 (17.17424726486204) | > loss_duration: 2.09618878364563 (1.9950870898948319) | > loss_1: 31.355182647705078 (30.612568372967598) | > grad_norm_1: tensor(134.9939, device='cuda:0') (tensor(100.6364, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3875 (0.37361661730141477) | > loader_time: 0.0047 (0.0038914557161002323)  --> TIME: 2024-06-12 06:56:08 -- STEP: 199/330 -- GLOBAL_STEP: 383550 | > loss_disc: 2.3505783081054688 (2.3785431037596125) | > loss_disc_real_0: 0.1759645938873291 (0.1161926264813797) | > loss_disc_real_1: 0.22465035319328308 (0.19877051281270067) | > loss_disc_real_2: 0.22176562249660492 (0.21188020249407494) | > loss_disc_real_3: 0.23832373321056366 (0.2295096569025337) | > loss_disc_real_4: 0.23761874437332153 (0.23411018854409607) | > loss_disc_real_5: 0.23517316579818726 (0.22578510544707428) | > loss_0: 2.3505783081054688 (2.3785431037596125) | > grad_norm_0: tensor(25.9974, device='cuda:0') (tensor(10.1990, device='cuda:0')) | > loss_gen: 2.431370258331299 (2.466132101701133) | > loss_kl: 1.8860541582107544 (2.0471230847152624) | > loss_feat: 6.313723564147949 (6.90355225184455) | > loss_mel: 16.707908630371094 (17.132618218810098) | > loss_duration: 2.1252102851867676 (2.0041921330456756) | > loss_1: 29.464265823364258 (30.553617774541653) | > grad_norm_1: tensor(312.1393, device='cuda:0') (tensor(113.3768, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3994 (0.3758226435388153) | > loader_time: 0.0047 (0.003983782763457179)  --> TIME: 2024-06-12 06:56:18 -- STEP: 224/330 -- GLOBAL_STEP: 383575 | > loss_disc: 2.245893955230713 (2.3777425470096736) | > loss_disc_real_0: 0.08737030625343323 (0.11651658123758223) | > loss_disc_real_1: 0.2057897001504898 (0.19892695073836614) | > loss_disc_real_2: 0.16990643739700317 (0.21155250238786852) | > loss_disc_real_3: 0.22272324562072754 (0.22980802931955882) | > loss_disc_real_4: 0.22015324234962463 (0.2335583767188447) | > loss_disc_real_5: 0.17746394872665405 (0.2247807287078883) | > loss_0: 2.245893955230713 (2.3777425470096736) | > grad_norm_0: tensor(15.2946, device='cuda:0') (tensor(11.8701, device='cuda:0')) | > loss_gen: 2.7325737476348877 (2.4693004095128606) | > loss_kl: 2.0910091400146484 (2.054673120379449) | > loss_feat: 7.315077304840088 (6.909308116350855) | > loss_mel: 17.125516891479492 (17.090902124132416) | > loss_duration: 2.1237080097198486 (2.012400520699363) | > loss_1: 31.38788604736328 (30.536584300654276) | > grad_norm_1: tensor(323.4183, device='cuda:0') (tensor(138.7084, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.3887 (0.37843359048877445) | > loader_time: 0.0051 (0.00410497933626175)  --> TIME: 2024-06-12 06:56:29 -- STEP: 249/330 -- GLOBAL_STEP: 383600 | > loss_disc: 2.331014394760132 (2.3731682118641815) | > loss_disc_real_0: 0.149119034409523 (0.11680227108150122) | > loss_disc_real_1: 0.17151162028312683 (0.1984687540904585) | > loss_disc_real_2: 0.19879938662052155 (0.2111610598473185) | > loss_disc_real_3: 0.2536148428916931 (0.22974738658192645) | > loss_disc_real_4: 0.24240218102931976 (0.23279013972445187) | > loss_disc_real_5: 0.1712108701467514 (0.22374756831720652) | > loss_0: 2.331014394760132 (2.3731682118641815) | > grad_norm_0: tensor(22.0320, device='cuda:0') (tensor(13.5829, device='cuda:0')) | > loss_gen: 2.558336019515991 (2.481807885878536) | > loss_kl: 2.0035977363586426 (2.0579633200503737) | > loss_feat: 7.359160423278809 (6.934704748023466) | > loss_mel: 16.74961280822754 (17.055753872576474) | > loss_duration: 2.09763240814209 (2.0215930795095045) | > loss_1: 30.768341064453125 (30.55182291513466) | > grad_norm_1: tensor(770.1907, device='cuda:0') (tensor(165.2925, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.4304 (0.3823611650122217) | > loader_time: 0.0065 (0.004245882532204014)  --> TIME: 2024-06-12 06:56:40 -- STEP: 274/330 -- GLOBAL_STEP: 383625 | > loss_disc: 2.3358819484710693 (2.372779524239311) | > loss_disc_real_0: 0.13329480588436127 (0.11792286864760583) | > loss_disc_real_1: 0.17906688153743744 (0.19845247459020052) | > loss_disc_real_2: 0.19688084721565247 (0.21092876574418837) | > loss_disc_real_3: 0.24108996987342834 (0.2296082202861779) | > loss_disc_real_4: 0.22900909185409546 (0.23311563271240596) | > loss_disc_real_5: 0.20034638047218323 (0.22257185732796245) | > loss_0: 2.3358819484710693 (2.372779524239311) | > grad_norm_0: tensor(13.8091, device='cuda:0') (tensor(15.4867, device='cuda:0')) | > loss_gen: 2.601022481918335 (2.4852246420226827) | > loss_kl: 2.1280996799468994 (2.0611517046489856) | > loss_feat: 7.434327602386475 (6.953892692162173) | > loss_mel: 16.047128677368164 (17.024010738317102) | > loss_duration: 2.1197762489318848 (2.0304582580162656) | > loss_1: 30.330354690551758 (30.55473804473877) | > grad_norm_1: tensor(250.7492, device='cuda:0') (tensor(186.9981, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.4476 (0.3869054526308157) | > loader_time: 0.0062 (0.004387884244431547)  --> TIME: 2024-06-12 06:56:51 -- STEP: 299/330 -- GLOBAL_STEP: 383650 | > loss_disc: 2.3353970050811768 (2.3754719372178403) | > loss_disc_real_0: 0.108822301030159 (0.1191061933876878) | > loss_disc_real_1: 0.1965245008468628 (0.1987430947181771) | > loss_disc_real_2: 0.1988140195608139 (0.2108852993883815) | > loss_disc_real_3: 0.21190734207630157 (0.22950014751093045) | > loss_disc_real_4: 0.20759248733520508 (0.23305005363397374) | > loss_disc_real_5: 0.19890250265598297 (0.22315754768840446) | > loss_0: 2.3353970050811768 (2.3754719372178403) | > grad_norm_0: tensor(21.1471, device='cuda:0') (tensor(15.7322, device='cuda:0')) | > loss_gen: 2.323559522628784 (2.48111882257621) | > loss_kl: 2.1543691158294678 (2.063843191268054) | > loss_feat: 7.13068151473999 (6.962951323659125) | > loss_mel: 17.00971031188965 (16.990289091665197) | > loss_duration: 2.200460433959961 (2.0414701401190616) | > loss_1: 30.81878089904785 (30.539672590019713) | > grad_norm_1: tensor(258.3340, device='cuda:0') (tensor(194.4887, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.4643 (0.39279067237241616) | > loader_time: 0.0068 (0.004555495686355644)  --> TIME: 2024-06-12 06:57:05 -- STEP: 324/330 -- GLOBAL_STEP: 383675 | > loss_disc: 2.4494519233703613 (2.381464410711218) | > loss_disc_real_0: 0.1271275281906128 (0.12067239941960131) | > loss_disc_real_1: 0.16941411793231964 (0.19911813547397833) | > loss_disc_real_2: 0.1675000786781311 (0.2112333835734997) | > loss_disc_real_3: 0.2129923701286316 (0.22973106447377323) | > loss_disc_real_4: 0.21926185488700867 (0.23319443411849164) | > loss_disc_real_5: 0.19887854158878326 (0.22342141101389756) | > loss_0: 2.4494519233703613 (2.381464410711218) | > grad_norm_0: tensor(9.1061, device='cuda:0') (tensor(15.9323, device='cuda:0')) | > loss_gen: 2.366116762161255 (2.4729563115555573) | > loss_kl: 2.261993169784546 (2.0688758256994655) | > loss_feat: 9.236931800842285 (6.994588556113066) | > loss_mel: 16.930532455444336 (16.95422775657087) | > loss_duration: 2.269263744354248 (2.056310103999244) | > loss_1: 33.06483840942383 (30.546958570127135) | > grad_norm_1: tensor(192.0140, device='cuda:0') (tensor(200.5945, device='cuda:0')) | > current_lr_0: 0.00017882995348235633 | > current_lr_1: 0.00017882995348235633 | > step_time: 0.5857 (0.40381301038059186) | > loader_time: 0.0091 (0.004808603981394829)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.733027219772339 (2.733027219772339) | > loss_disc_real_0: 0.273525595664978 (0.273525595664978) | > loss_disc_real_1: 0.247911736369133 (0.247911736369133) | > loss_disc_real_2: 0.22311921417713165 (0.22311921417713165) | > loss_disc_real_3: 0.27320000529289246 (0.27320000529289246) | > loss_disc_real_4: 0.29409104585647583 (0.29409104585647583) | > loss_disc_real_5: 0.3267015814781189 (0.3267015814781189) | > loss_0: 2.733027219772339 (2.733027219772339) | > loss_gen: 2.5072412490844727 (2.5072412490844727) | > loss_kl: 2.719788074493408 (2.719788074493408) | > loss_feat: 5.616597652435303 (5.616597652435303) | > loss_mel: 15.037368774414062 (15.037368774414062) | > loss_duration: 3.1726624965667725 (3.1726624965667725) | > loss_1: 29.053659439086914 (29.053659439086914)  --> STEP: 1 | > loss_disc: 2.429081678390503 (2.429081678390503) | > loss_disc_real_0: 0.20010986924171448 (0.20010986924171448) | > loss_disc_real_1: 0.14735962450504303 (0.14735962450504303) | > loss_disc_real_2: 0.2210543155670166 (0.2210543155670166) | > loss_disc_real_3: 0.27759549021720886 (0.27759549021720886) | > loss_disc_real_4: 0.33934175968170166 (0.33934175968170166) | > loss_disc_real_5: 0.24938493967056274 (0.24938493967056274) | > loss_0: 2.429081678390503 (2.429081678390503) | > loss_gen: 2.704322338104248 (2.704322338104248) | > loss_kl: 3.4253218173980713 (3.4253218173980713) | > loss_feat: 6.748725891113281 (6.748725891113281) | > loss_mel: 16.97553253173828 (16.97553253173828) | > loss_duration: 2.411675214767456 (2.411675214767456) | > loss_1: 32.26557922363281 (32.26557922363281)  --> STEP: 2 | > loss_disc: 2.5525014400482178 (2.4907915592193604) | > loss_disc_real_0: 0.17711380124092102 (0.18861183524131775) | > loss_disc_real_1: 0.20993080735206604 (0.17864521592855453) | > loss_disc_real_2: 0.2048705369234085 (0.21296242624521255) | > loss_disc_real_3: 0.3067362606525421 (0.2921658754348755) | > loss_disc_real_4: 0.26095208525657654 (0.3001469224691391) | > loss_disc_real_5: 0.2367125004529953 (0.24304872006177902) | > loss_0: 2.5525014400482178 (2.4907915592193604) | > loss_gen: 2.2837562561035156 (2.494039297103882) | > loss_kl: 3.85101580619812 (3.6381688117980957) | > loss_feat: 5.48864221572876 (6.1186840534210205) | > loss_mel: 18.3233585357666 (17.64944553375244) | > loss_duration: 2.471721649169922 (2.441698431968689) | > loss_1: 32.418495178222656 (32.342037200927734)  --> STEP: 3 | > loss_disc: 2.1352996826171875 (2.372294267018636) | > loss_disc_real_0: 0.11509199440479279 (0.16410522162914276) | > loss_disc_real_1: 0.09080207347869873 (0.14936416844526926) | > loss_disc_real_2: 0.18058280646800995 (0.20216921965281168) | > loss_disc_real_3: 0.22088952362537384 (0.26840709149837494) | > loss_disc_real_4: 0.24336691200733185 (0.28122025231520337) | > loss_disc_real_5: 0.20622120797634125 (0.23077288269996643) | > loss_0: 2.1352996826171875 (2.372294267018636) | > loss_gen: 2.546071767807007 (2.5113834540049234) | > loss_kl: 3.9143614768981934 (3.7302330334981284) | > loss_feat: 7.54213809967041 (6.59316873550415) | > loss_mel: 19.109514236450195 (18.13613510131836) | > loss_duration: 2.3143184185028076 (2.399238427480062) | > loss_1: 35.4264030456543 (33.37015914916992)  --> STEP: 4 | > loss_disc: 2.566098213195801 (2.4207452535629272) | > loss_disc_real_0: 0.18699774146080017 (0.1698283515870571) | > loss_disc_real_1: 0.15849073231220245 (0.15164580941200256) | > loss_disc_real_2: 0.17599517107009888 (0.19562570750713348) | > loss_disc_real_3: 0.2462482750415802 (0.26286738738417625) | > loss_disc_real_4: 0.2945535480976105 (0.28455357626080513) | > loss_disc_real_5: 0.3125574290752411 (0.2512190192937851) | > loss_0: 2.566098213195801 (2.4207452535629272) | > loss_gen: 2.228203296661377 (2.440588414669037) | > loss_kl: 4.394016742706299 (3.896178960800171) | > loss_feat: 4.667113304138184 (6.111654877662659) | > loss_mel: 14.715187072753906 (17.280898094177246) | > loss_duration: 2.528402805328369 (2.4315295219421387) | > loss_1: 28.532922744750977 (32.160850048065186)  --> STEP: 5 | > loss_disc: 2.5719430446624756 (2.450984811782837) | > loss_disc_real_0: 0.16675621271133423 (0.16921392381191253) | > loss_disc_real_1: 0.112775057554245 (0.14387165904045104) | > loss_disc_real_2: 0.18926262855529785 (0.19435309171676635) | > loss_disc_real_3: 0.3268403708934784 (0.2756619840860367) | > loss_disc_real_4: 0.3251742124557495 (0.292677703499794) | > loss_disc_real_5: 0.3756197690963745 (0.276099169254303) | > loss_0: 2.5719430446624756 (2.450984811782837) | > loss_gen: 2.3204479217529297 (2.4165603160858153) | > loss_kl: 2.900522232055664 (3.6970476150512694) | > loss_feat: 4.44813871383667 (5.778951644897461) | > loss_mel: 18.291854858398438 (17.483089447021484) | > loss_duration: 2.3913769721984863 (2.423499011993408) | > loss_1: 30.352340698242188 (31.799148178100587)  --> STEP: 6 | > loss_disc: 2.237320899963379 (2.4153741598129272) | > loss_disc_real_0: 0.13020437955856323 (0.162712333103021) | > loss_disc_real_1: 0.12787218391895294 (0.1412050798535347) | > loss_disc_real_2: 0.16201992332935333 (0.1889642303188642) | > loss_disc_real_3: 0.23400051891803741 (0.2687184065580368) | > loss_disc_real_4: 0.24375851452350616 (0.28452450533707935) | > loss_disc_real_5: 0.20590312778949738 (0.26439982901016873) | > loss_0: 2.237320899963379 (2.4153741598129272) | > loss_gen: 2.68253231048584 (2.460888981819153) | > loss_kl: 2.3318328857421875 (3.4695118268330893) | > loss_feat: 6.814301490783691 (5.951509952545166) | > loss_mel: 17.812458038330078 (17.537984212239582) | > loss_duration: 2.1841461658477783 (2.3836068709691367) | > loss_1: 31.825271606445312 (31.803502082824707)  --> STEP: 7 | > loss_disc: 2.6269161701202393 (2.445594446999686) | > loss_disc_real_0: 0.1886722892522812 (0.16642089826720102) | > loss_disc_real_1: 0.1974199414253235 (0.14923577436379024) | > loss_disc_real_2: 0.3191630244255066 (0.20756405804838454) | > loss_disc_real_3: 0.34030160307884216 (0.2789445774895804) | > loss_disc_real_4: 0.27404099702835083 (0.2830268612929753) | > loss_disc_real_5: 0.23326317965984344 (0.2599517362458365) | > loss_0: 2.6269161701202393 (2.445594446999686) | > loss_gen: 2.5819780826568604 (2.4781874247959683) | > loss_kl: 3.993539810180664 (3.5443729673113142) | > loss_feat: 6.625391483306885 (6.047778742653983) | > loss_mel: 15.788912773132324 (17.28811686379569) | > loss_duration: 2.541987895965576 (2.4062327316829135) | > loss_1: 31.531810760498047 (31.76468903677804)  --> STEP: 8 | > loss_disc: 2.717391014099121 (2.4795690178871155) | > loss_disc_real_0: 0.29776233434677124 (0.1828385777771473) | > loss_disc_real_1: 0.20188859105110168 (0.15581737644970417) | > loss_disc_real_2: 0.1783420443534851 (0.2039113063365221) | > loss_disc_real_3: 0.2515876889228821 (0.27552496641874313) | > loss_disc_real_4: 0.2436964362859726 (0.27811055816709995) | > loss_disc_real_5: 0.21772834658622742 (0.2546738125383854) | > loss_0: 2.717391014099121 (2.4795690178871155) | > loss_gen: 1.9962003231048584 (2.4179390370845795) | > loss_kl: 3.035545825958252 (3.4807695746421814) | > loss_feat: 3.584958791732788 (5.739926248788834) | > loss_mel: 9.712764739990234 (16.341197848320007) | > loss_duration: 2.314655303955078 (2.394785553216934) | > loss_1: 20.64412498474121 (30.374618530273438)  --> STEP: 9 | > loss_disc: 2.3227758407592773 (2.4621475537618003) | > loss_disc_real_0: 0.19995853304862976 (0.18474079502953422) | > loss_disc_real_1: 0.0935271680355072 (0.14889624218146005) | > loss_disc_real_2: 0.2894749343395233 (0.21341837611463335) | > loss_disc_real_3: 0.29588818550109863 (0.27778754631678265) | > loss_disc_real_4: 0.25226807594299316 (0.2752391712533103) | > loss_disc_real_5: 0.24332943558692932 (0.2534133262104458) | > loss_0: 2.3227758407592773 (2.4621475537618003) | > loss_gen: 2.9983115196228027 (2.4824248684777155) | > loss_kl: 2.3811962604522705 (3.3585947619544134) | > loss_feat: 8.245932579040527 (6.018371396594578) | > loss_mel: 18.219459533691406 (16.549893591139053) | > loss_duration: 2.173908233642578 (2.3702436288197837) | > loss_1: 34.01880645751953 (30.77952829996745)  --> STEP: 10 | > loss_disc: 2.3292648792266846 (2.4488592863082888) | > loss_disc_real_0: 0.12457984685897827 (0.17872470021247863) | > loss_disc_real_1: 0.15387824177742004 (0.14939444214105607) | > loss_disc_real_2: 0.22377842664718628 (0.21445438116788865) | > loss_disc_real_3: 0.216469407081604 (0.2716557323932648) | > loss_disc_real_4: 0.24827532470226288 (0.2725427865982056) | > loss_disc_real_5: 0.23646889626979828 (0.2517188832163811) | > loss_0: 2.3292648792266846 (2.4488592863082888) | > loss_gen: 2.4164934158325195 (2.475831723213196) | > loss_kl: 2.941532611846924 (3.3168885469436646) | > loss_feat: 5.920855522155762 (6.008619809150696) | > loss_mel: 17.931482315063477 (16.688052463531495) | > loss_duration: 2.4148941040039062 (2.3747086763381957) | > loss_1: 31.625259399414062 (30.86410140991211)  --> STEP: 11 | > loss_disc: 2.8389344215393066 (2.4843206622383813) | > loss_disc_real_0: 0.27389174699783325 (0.18737624992023816) | > loss_disc_real_1: 0.22889649868011475 (0.15662190182642502) | > loss_disc_real_2: 0.26223093271255493 (0.21879770403558557) | > loss_disc_real_3: 0.31235724687576294 (0.2753558700734919) | > loss_disc_real_4: 0.3191531300544739 (0.2767800905487754) | > loss_disc_real_5: 0.30256423354148865 (0.25634118779139087) | > loss_0: 2.8389344215393066 (2.4843206622383813) | > loss_gen: 2.6171388626098633 (2.488677826794711) | > loss_kl: 3.631190538406372 (3.345461455258456) | > loss_feat: 7.417151927947998 (6.136668183586814) | > loss_mel: 16.635618209838867 (16.6832857131958) | > loss_duration: 2.5335731506347656 (2.3891509012742476) | > loss_1: 32.83467102050781 (31.043244101784445)  --> STEP: 12 | > loss_disc: 2.217533588409424 (2.4620884060859685) | > loss_disc_real_0: 0.10807448625564575 (0.18076776961485544) | > loss_disc_real_1: 0.0989941656589508 (0.15181959047913549) | > loss_disc_real_2: 0.21405158936977386 (0.21840219448010126) | > loss_disc_real_3: 0.2617402672767639 (0.2742212365070979) | > loss_disc_real_4: 0.2523414194583893 (0.27474353462457657) | > loss_disc_real_5: 0.2003643959760666 (0.25167645514011383) | > loss_0: 2.217533588409424 (2.4620884060859685) | > loss_gen: 2.5586509704589844 (2.494508922100067) | > loss_kl: 2.6482818126678467 (3.2873631517092385) | > loss_feat: 6.75061559677124 (6.187830468018849) | > loss_mel: 17.144168853759766 (16.72169264157613) | > loss_duration: 2.267730712890625 (2.379032552242279) | > loss_1: 31.369447708129883 (31.070427735646565)  --> STEP: 13 | > loss_disc: 2.5218098163604736 (2.466682360722469) | > loss_disc_real_0: 0.16445279121398926 (0.17951277127632728) | > loss_disc_real_1: 0.1886441856622696 (0.15465225164706886) | > loss_disc_real_2: 0.2768426835536957 (0.2228976167165316) | > loss_disc_real_3: 0.3077501654624939 (0.2768003848882822) | > loss_disc_real_4: 0.27845102548599243 (0.27502872622930086) | > loss_disc_real_5: 0.2274816930294037 (0.24981531959313613) | > loss_0: 2.5218098163604736 (2.466682360722469) | > loss_gen: 2.5636448860168457 (2.4998270731705885) | > loss_kl: 3.525761604309082 (3.305701494216919) | > loss_feat: 7.28165864944458 (6.27197109735929) | > loss_mel: 17.13821792602539 (16.753733048072228) | > loss_duration: 2.3077964782714844 (2.3735528542445254) | > loss_1: 32.81707763671875 (31.204785420344425)  --> STEP: 14 | > loss_disc: 2.607218027114868 (2.4767206226076404) | > loss_disc_real_0: 0.24830663204193115 (0.1844266184738704) | > loss_disc_real_1: 0.08403319120407104 (0.14960803304399758) | > loss_disc_real_2: 0.2236054688692093 (0.22294817758458002) | > loss_disc_real_3: 0.3011721074581146 (0.2785412222146988) | > loss_disc_real_4: 0.2813763916492462 (0.2754821309021541) | > loss_disc_real_5: 0.3080296516418457 (0.25397348616804394) | > loss_0: 2.607218027114868 (2.4767206226076404) | > loss_gen: 2.5036449432373047 (2.500099778175354) | > loss_kl: 4.6031270027160645 (3.3983747448240007) | > loss_feat: 6.668854713439941 (6.300319927079337) | > loss_mel: 17.82676887512207 (16.830378464290074) | > loss_duration: 2.4277353286743164 (2.377423030989511) | > loss_1: 34.03013229370117 (31.406595911298478)  --> STEP: 15 | > loss_disc: 2.3954710960388184 (2.471303987503052) | > loss_disc_real_0: 0.12513700127601624 (0.1804739773273468) | > loss_disc_real_1: 0.142698734998703 (0.1491474131743113) | > loss_disc_real_2: 0.18264245986938477 (0.22026112973690032) | > loss_disc_real_3: 0.2052346020936966 (0.273654114206632) | > loss_disc_real_4: 0.2880435585975647 (0.2763195594151815) | > loss_disc_real_5: 0.22393798828125 (0.2519711196422577) | > loss_0: 2.3954710960388184 (2.471303987503052) | > loss_gen: 2.196800470352173 (2.4798798243204754) | > loss_kl: 3.4879677295684814 (3.404347610473633) | > loss_feat: 6.767562389373779 (6.3314694245656336) | > loss_mel: 18.627872467041016 (16.950211397806804) | > loss_duration: 2.3915395736694336 (2.3783641338348387) | > loss_1: 33.471744537353516 (31.544272486368815)  --> STEP: 16 | > loss_disc: 2.4383974075317383 (2.469247326254845) | > loss_disc_real_0: 0.13387447595596313 (0.17756150849163532) | > loss_disc_real_1: 0.20666448771953583 (0.15274223033338782) | > loss_disc_real_2: 0.2884361445903778 (0.22452206816524267) | > loss_disc_real_3: 0.2945736348628998 (0.2749615842476487) | > loss_disc_real_4: 0.284515917301178 (0.27683183178305626) | > loss_disc_real_5: 0.18683487176895142 (0.24790010415017608) | > loss_0: 2.4383974075317383 (2.469247326254845) | > loss_gen: 2.56150484085083 (2.4849813878536224) | > loss_kl: 2.830840587615967 (3.3685034215450287) | > loss_feat: 8.117532730102539 (6.44309838116169) | > loss_mel: 16.23460578918457 (16.905486047267914) | > loss_duration: 2.439077854156494 (2.3821587413549423) | > loss_1: 32.183563232421875 (31.58422815799713)  --> STEP: 17 | > loss_disc: 2.413115978240967 (2.4659454822540288) | > loss_disc_real_0: 0.06336165219545364 (0.17084386988597758) | > loss_disc_real_1: 0.0853496566414833 (0.14877796129268755) | > loss_disc_real_2: 0.19815778732299805 (0.22297122811569886) | > loss_disc_real_3: 0.2918437421321869 (0.2759546523585039) | > loss_disc_real_4: 0.29082411527633667 (0.277654907282661) | > loss_disc_real_5: 0.3575955033302307 (0.25435277469017925) | > loss_0: 2.413115978240967 (2.4659454822540288) | > loss_gen: 2.3218722343444824 (2.4753867317648495) | > loss_kl: 2.88554048538208 (3.340093837064855) | > loss_feat: 5.743437767028809 (6.401941874447991) | > loss_mel: 17.075227737426758 (16.915470852571374) | > loss_duration: 2.452610969543457 (2.386302990071914) | > loss_1: 30.47869110107422 (31.51919656641343)  --> STEP: 18 | > loss_disc: 2.3115594387054443 (2.457368479834663) | > loss_disc_real_0: 0.2564696669578552 (0.175600858612193) | > loss_disc_real_1: 0.15894381701946259 (0.14934273105528617) | > loss_disc_real_2: 0.1865319460630417 (0.22094682355721793) | > loss_disc_real_3: 0.32722628116607666 (0.27880307618114686) | > loss_disc_real_4: 0.25494053959846497 (0.27639299796687233) | > loss_disc_real_5: 0.2291346788406372 (0.2529517693652047) | > loss_0: 2.3115594387054443 (2.457368479834663) | > loss_gen: 2.8070809841156006 (2.4938141902287803) | > loss_kl: 3.4840643405914307 (3.348092198371887) | > loss_feat: 8.81423282623291 (6.535958038436042) | > loss_mel: 18.999866485595703 (17.031270609961616) | > loss_duration: 2.270627975463867 (2.3798766003714666) | > loss_1: 36.37586975097656 (31.789011743333603)  --> STEP: 19 | > loss_disc: 2.460542917251587 (2.4575355554881853) | > loss_disc_real_0: 0.3067724108695984 (0.1825046245204775) | > loss_disc_real_1: 0.14869223535060883 (0.1493084944392505) | > loss_disc_real_2: 0.3113535940647125 (0.22570507463655973) | > loss_disc_real_3: 0.3276171386241913 (0.2813722373623597) | > loss_disc_real_4: 0.29132720828056335 (0.27717900903601395) | > loss_disc_real_5: 0.22417330741882324 (0.2514371134732899) | > loss_0: 2.460542917251587 (2.4575355554881853) | > loss_gen: 2.973041534423828 (2.5190366820285193) | > loss_kl: 2.328015089035034 (3.2944039294594214) | > loss_feat: 8.238646507263184 (6.625573221005891) | > loss_mel: 16.44775390625 (17.00055920450311) | > loss_duration: 2.354236125946045 (2.378527101717497) | > loss_1: 32.34169387817383 (31.818100276746247)  --> STEP: 20 | > loss_disc: 2.4557504653930664 (2.4574463009834293) | > loss_disc_real_0: 0.13023415207862854 (0.17989110089838506) | > loss_disc_real_1: 0.167870432138443 (0.15023659132421013) | > loss_disc_real_2: 0.18247294425964355 (0.22354346811771392) | > loss_disc_real_3: 0.24320738017559052 (0.27946399450302123) | > loss_disc_real_4: 0.29756736755371094 (0.2781984269618988) | > loss_disc_real_5: 0.30647149682044983 (0.2541888326406479) | > loss_0: 2.4557504653930664 (2.4574463009834293) | > loss_gen: 2.3061227798461914 (2.5083909869194025) | > loss_kl: 2.3457813262939453 (3.2469727993011475) | > loss_feat: 4.405714988708496 (6.514580309391022) | > loss_mel: 17.28873634338379 (17.014968061447142) | > loss_duration: 2.2948532104492188 (2.3743434071540834) | > loss_1: 28.64120864868164 (31.659255695343017)  --> STEP: 21 | > loss_disc: 2.1896800994873047 (2.4446955294836137) | > loss_disc_real_0: 0.1311044692993164 (0.17756792796509607) | > loss_disc_real_1: 0.09722614288330078 (0.1477122842555954) | > loss_disc_real_2: 0.17644928395748138 (0.22130088791960761) | > loss_disc_real_3: 0.2562272548675537 (0.2783574830918085) | > loss_disc_real_4: 0.20685313642024994 (0.27480103217420127) | > loss_disc_real_5: 0.16312959790229797 (0.24985267860548838) | > loss_0: 2.1896800994873047 (2.4446955294836137) | > loss_gen: 2.2176826000213623 (2.494547730400448) | > loss_kl: 2.9305789470672607 (3.2319064253852483) | > loss_feat: 6.164161205291748 (6.497893685386295) | > loss_mel: 16.933841705322266 (17.011104901631672) | > loss_duration: 2.2368950843811035 (2.3677982489267984) | > loss_1: 30.483158111572266 (31.60325104849679)  --> STEP: 22 | > loss_disc: 2.3438589572906494 (2.4401120489293877) | > loss_disc_real_0: 0.14024049043655396 (0.17587122625925325) | > loss_disc_real_1: 0.14179641008377075 (0.14744338088414885) | > loss_disc_real_2: 0.2397759109735489 (0.22214066169478677) | > loss_disc_real_3: 0.27210572361946106 (0.2780733122067018) | > loss_disc_real_4: 0.28386828303337097 (0.2752131799405272) | > loss_disc_real_5: 0.27680471539497375 (0.2510777711868286) | > loss_0: 2.3438589572906494 (2.4401120489293877) | > loss_gen: 2.6177351474761963 (2.5001471584493458) | > loss_kl: 2.446521282196045 (3.1962071006948296) | > loss_feat: 7.66087007522583 (6.550756248560819) | > loss_mel: 17.022825241088867 (17.01163764433427) | > loss_duration: 2.2254552841186523 (2.361328114162792) | > loss_1: 31.973407745361328 (31.620076352899726)  --> STEP: 23 | > loss_disc: 2.7490525245666504 (2.4535442435223125) | > loss_disc_real_0: 0.41402578353881836 (0.18622577222793) | > loss_disc_real_1: 0.1670406609773636 (0.14829543654037558) | > loss_disc_real_2: 0.26773372292518616 (0.22412296870480414) | > loss_disc_real_3: 0.3101125955581665 (0.2794663245263307) | > loss_disc_real_4: 0.2978934645652771 (0.276199279272038) | > loss_disc_real_5: 0.2383919209241867 (0.2505262124797572) | > loss_0: 2.7490525245666504 (2.4535442435223125) | > loss_gen: 2.5931224822998047 (2.5041895638341485) | > loss_kl: 3.0340917110443115 (3.1891586054926333) | > loss_feat: 5.49665641784668 (6.504925821138465) | > loss_mel: 16.50269889831543 (16.989509872768235) | > loss_duration: 2.31064510345459 (2.359124505001566) | > loss_1: 29.937213897705078 (31.546908420065176)  --> STEP: 24 | > loss_disc: 2.4796886444091797 (2.454633593559265) | > loss_disc_real_0: 0.14390574395656586 (0.18446243771662316) | > loss_disc_real_1: 0.15463051199913025 (0.1485593980178237) | > loss_disc_real_2: 0.27869725227355957 (0.22639689718683562) | > loss_disc_real_3: 0.30428346991539 (0.2805003722508748) | > loss_disc_real_4: 0.30327779054641724 (0.27732755057513714) | > loss_disc_real_5: 0.2438281774520874 (0.25024712768693763) | > loss_0: 2.4796886444091797 (2.454633593559265) | > loss_gen: 2.7313973903656006 (2.5136565566062923) | > loss_kl: 2.0626447200775146 (3.14222052693367) | > loss_feat: 7.182596206665039 (6.533162087202072) | > loss_mel: 16.936141967773438 (16.987286210060116) | > loss_duration: 2.4019651412963867 (2.36090953151385) | > loss_1: 31.314746856689453 (31.537235021591187)  --> STEP: 25 | > loss_disc: 2.779550552368164 (2.467630271911621) | > loss_disc_real_0: 0.2123565673828125 (0.18557820290327073) | > loss_disc_real_1: 0.2047370970249176 (0.15080650597810746) | > loss_disc_real_2: 0.280859112739563 (0.2285753858089447) | > loss_disc_real_3: 0.3075907826423645 (0.28158398866653445) | > loss_disc_real_4: 0.3100453019142151 (0.2786362606287003) | > loss_disc_real_5: 0.29744744300842285 (0.25213514029979706) | > loss_0: 2.779550552368164 (2.467630271911621) | > loss_gen: 2.3050947189331055 (2.5053140830993645) | > loss_kl: 3.3942744731903076 (3.1523026847839355) | > loss_feat: 6.698953151702881 (6.5397937297821045) | > loss_mel: 15.83253002166748 (16.94109596252441) | > loss_duration: 2.4243011474609375 (2.3634451961517335) | > loss_1: 30.655155181884766 (31.50195182800293)  --> STEP: 26 | > loss_disc: 3.0483453273773193 (2.4899654663526096) | > loss_disc_real_0: 0.4968576431274414 (0.19755048906573883) | > loss_disc_real_1: 0.17897160351276398 (0.15188977896020964) | > loss_disc_real_2: 0.27111324667930603 (0.23021145738088167) | > loss_disc_real_3: 0.20962361991405487 (0.2788162821760545) | > loss_disc_real_4: 0.21092794835567474 (0.2760320947720455) | > loss_disc_real_5: 0.21051818132400513 (0.25053448803149736) | > loss_0: 3.0483453273773193 (2.4899654663526096) | > loss_gen: 2.5593576431274414 (2.507392681561983) | > loss_kl: 2.635895252227783 (3.1324408604548526) | > loss_feat: 14.360247611999512 (6.840580417559697) | > loss_mel: 19.82319450378418 (17.051945906419018) | > loss_duration: 2.322627067565918 (2.361875268129202) | > loss_1: 41.70132064819336 (31.8942352441641) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025784877630380476 (+9.470719557541987e-05) | > avg_loss_disc: 2.4899654663526096 (+0.0870184439879198) | > avg_loss_disc_real_0: 0.19755048906573883 (+0.09676283726898524) | > avg_loss_disc_real_1: 0.15188977896020964 (-0.041436343525464714) | > avg_loss_disc_real_2: 0.23021145738088167 (-0.037032065483240006) | > avg_loss_disc_real_3: 0.2788162821760545 (+0.04147449135780337) | > avg_loss_disc_real_4: 0.2760320947720455 (+0.044252303930429365) | > avg_loss_disc_real_5: 0.25053448803149736 (+0.013378327282575458) | > avg_loss_0: 2.4899654663526096 (+0.0870184439879198) | > avg_loss_gen: 2.507392681561983 (+0.1547559958237863) | > avg_loss_kl: 3.1324408604548526 (+0.010817917493673335) | > avg_loss_feat: 6.840580417559697 (-0.1945318625523491) | > avg_loss_mel: 17.051945906419018 (-0.07075078670795065) | > avg_loss_duration: 2.361875268129202 (-0.009280975048358453) | > avg_loss_1: 31.8942352441641 (-0.10898978893573741)  > EPOCH: 896/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 06:57:28)   --> TIME: 2024-06-12 06:57:37 -- STEP: 19/330 -- GLOBAL_STEP: 383700 | > loss_disc: 2.3102612495422363 (2.3247184251484114) | > loss_disc_real_0: 0.08566423505544662 (0.09929344607026953) | > loss_disc_real_1: 0.19846901297569275 (0.2012290829106381) | > loss_disc_real_2: 0.18272820115089417 (0.20769621745536201) | > loss_disc_real_3: 0.21476991474628448 (0.22788035477462568) | > loss_disc_real_4: 0.23528516292572021 (0.23379701062252647) | > loss_disc_real_5: 0.25848662853240967 (0.22570747293924032) | > loss_0: 2.3102612495422363 (2.3247184251484114) | > grad_norm_0: tensor(10.5806, device='cuda:0') (tensor(11.8549, device='cuda:0')) | > loss_gen: 2.4836881160736084 (2.535074597910831) | > loss_kl: 1.8587169647216797 (1.917384147644043) | > loss_feat: 7.3696770668029785 (7.06636549297132) | > loss_mel: 16.90452003479004 (17.354460164120322) | > loss_duration: 1.9733576774597168 (2.0336615286375346) | > loss_1: 30.5899600982666 (30.906946081864206) | > grad_norm_1: tensor(168.3210, device='cuda:0') (tensor(110.5673, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3588 (0.3761564053987202) | > loader_time: 0.0031 (0.0034720521224172493)  --> TIME: 2024-06-12 06:57:47 -- STEP: 44/330 -- GLOBAL_STEP: 383725 | > loss_disc: 2.4126555919647217 (2.331970312378623) | > loss_disc_real_0: 0.11083757132291794 (0.1043731968172572) | > loss_disc_real_1: 0.19340011477470398 (0.19682752205566925) | > loss_disc_real_2: 0.19027192890644073 (0.208225642754273) | > loss_disc_real_3: 0.23768647015094757 (0.22611630640246652) | > loss_disc_real_4: 0.20615455508232117 (0.23207068544897166) | > loss_disc_real_5: 0.21173499524593353 (0.22402415492317893) | > loss_0: 2.4126555919647217 (2.331970312378623) | > grad_norm_0: tensor(6.8266, device='cuda:0') (tensor(11.4605, device='cuda:0')) | > loss_gen: 2.476400136947632 (2.525029740550303) | > loss_kl: 1.8683706521987915 (1.9148497906598179) | > loss_feat: 8.05807876586914 (7.135094848546115) | > loss_mel: 17.78771209716797 (17.247556122866545) | > loss_duration: 1.9083393812179565 (1.9900457154620772) | > loss_1: 32.098899841308594 (30.81257655403831) | > grad_norm_1: tensor(90.4380, device='cuda:0') (tensor(114.4780, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3585 (0.37947194142775104) | > loader_time: 0.0034 (0.0035484704104336824)  --> TIME: 2024-06-12 06:57:56 -- STEP: 69/330 -- GLOBAL_STEP: 383750 | > loss_disc: 2.3581957817077637 (2.337818826454273) | > loss_disc_real_0: 0.10630454123020172 (0.10479479704214179) | > loss_disc_real_1: 0.21403588354587555 (0.1961559625207514) | > loss_disc_real_2: 0.1717991828918457 (0.20894608916579813) | > loss_disc_real_3: 0.23864340782165527 (0.22744450642578845) | > loss_disc_real_4: 0.22306156158447266 (0.23226796349753503) | > loss_disc_real_5: 0.22372551262378693 (0.22253387993660526) | > loss_0: 2.3581957817077637 (2.337818826454273) | > grad_norm_0: tensor(5.9841, device='cuda:0') (tensor(11.3751, device='cuda:0')) | > loss_gen: 2.4773507118225098 (2.5102973364401557) | > loss_kl: 2.047806978225708 (1.9535742117011028) | > loss_feat: 6.527824401855469 (7.102982058041338) | > loss_mel: 16.362995147705078 (17.204992985379874) | > loss_duration: 1.9169344902038574 (1.9793030058128243) | > loss_1: 29.332910537719727 (30.751149744227313) | > grad_norm_1: tensor(144.6577, device='cuda:0') (tensor(121.2661, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3682 (0.37412115110867267) | > loader_time: 0.0037 (0.003609681474989739)  --> TIME: 2024-06-12 06:58:05 -- STEP: 94/330 -- GLOBAL_STEP: 383775 | > loss_disc: 2.4540154933929443 (2.3461281238718232) | > loss_disc_real_0: 0.15173351764678955 (0.10781249182021364) | > loss_disc_real_1: 0.256283164024353 (0.1966579447084285) | > loss_disc_real_2: 0.2085428684949875 (0.2096514936457289) | > loss_disc_real_3: 0.2156359851360321 (0.22763895623861474) | > loss_disc_real_4: 0.24716906249523163 (0.23344600216505376) | > loss_disc_real_5: 0.2419716715812683 (0.22319894268157633) | > loss_0: 2.4540154933929443 (2.3461281238718232) | > grad_norm_0: tensor(6.8013, device='cuda:0') (tensor(10.9922, device='cuda:0')) | > loss_gen: 2.482788562774658 (2.5038592054488817) | > loss_kl: 2.2531440258026123 (1.9717456685735824) | > loss_feat: 6.866922378540039 (7.041321972583202) | > loss_mel: 17.251033782958984 (17.141076737261834) | > loss_duration: 1.9840651750564575 (1.97734456366681) | > loss_1: 30.837955474853516 (30.63534829971638) | > grad_norm_1: tensor(60.6155, device='cuda:0') (tensor(124.9843, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3693 (0.37257711430813406) | > loader_time: 0.0038 (0.003670197852114414)  --> TIME: 2024-06-12 06:58:15 -- STEP: 119/330 -- GLOBAL_STEP: 383800 | > loss_disc: 2.460502862930298 (2.351797899278272) | > loss_disc_real_0: 0.1259957253932953 (0.10894782603287897) | > loss_disc_real_1: 0.22456450760364532 (0.19693461160699863) | > loss_disc_real_2: 0.2135930359363556 (0.210316553837111) | > loss_disc_real_3: 0.23970448970794678 (0.2281839787459173) | > loss_disc_real_4: 0.22603455185890198 (0.23312620392867497) | > loss_disc_real_5: 0.2194267213344574 (0.22322413575749436) | > loss_0: 2.460502862930298 (2.351797899278272) | > grad_norm_0: tensor(13.0759, device='cuda:0') (tensor(11.2905, device='cuda:0')) | > loss_gen: 2.445342540740967 (2.502542724128531) | > loss_kl: 2.006991386413574 (1.9791140576370625) | > loss_feat: 7.287289142608643 (7.037116840106099) | > loss_mel: 17.226722717285156 (17.1676606090129) | > loss_duration: 1.9752964973449707 (1.98044839426249) | > loss_1: 30.94164276123047 (30.666882827502338) | > grad_norm_1: tensor(139.0146, device='cuda:0') (tensor(129.7702, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3796 (0.3731212976599942) | > loader_time: 0.004 (0.0037574928347803966)  --> TIME: 2024-06-12 06:58:25 -- STEP: 144/330 -- GLOBAL_STEP: 383825 | > loss_disc: 2.4173338413238525 (2.361682032545407) | > loss_disc_real_0: 0.11864308267831802 (0.11095447869350512) | > loss_disc_real_1: 0.2124750316143036 (0.19710402232077387) | > loss_disc_real_2: 0.2065293937921524 (0.21207486724274027) | > loss_disc_real_3: 0.2226656675338745 (0.2287415447127488) | > loss_disc_real_4: 0.19896571338176727 (0.23267267799625793) | > loss_disc_real_5: 0.19883477687835693 (0.22300292872306368) | > loss_0: 2.4173338413238525 (2.361682032545407) | > grad_norm_0: tensor(7.1574, device='cuda:0') (tensor(11.3630, device='cuda:0')) | > loss_gen: 2.538339614868164 (2.4911132189962597) | > loss_kl: 2.0112154483795166 (1.9858531173732545) | > loss_feat: 7.617927551269531 (7.016584780481128) | > loss_mel: 16.95732307434082 (17.16308652030098) | > loss_duration: 1.9790061712265015 (1.9864935121602483) | > loss_1: 31.103811264038086 (30.643131375312805) | > grad_norm_1: tensor(267.7782, device='cuda:0') (tensor(141.6361, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3884 (0.37584220700793797) | > loader_time: 0.0045 (0.003911003470420837)  --> TIME: 2024-06-12 06:58:35 -- STEP: 169/330 -- GLOBAL_STEP: 383850 | > loss_disc: 2.3266196250915527 (2.3581590920510362) | > loss_disc_real_0: 0.07138877362012863 (0.11263679787957456) | > loss_disc_real_1: 0.17065875232219696 (0.19678036965562043) | > loss_disc_real_2: 0.19605118036270142 (0.2114218882555087) | > loss_disc_real_3: 0.21666058897972107 (0.2287342799662133) | > loss_disc_real_4: 0.22280144691467285 (0.23252883888560638) | > loss_disc_real_5: 0.2254980206489563 (0.22215252074264205) | > loss_0: 2.3266196250915527 (2.3581590920510362) | > grad_norm_0: tensor(25.5203, device='cuda:0') (tensor(12.8912, device='cuda:0')) | > loss_gen: 2.3769938945770264 (2.4939767072892054) | > loss_kl: 2.096816062927246 (1.9982879422825468) | > loss_feat: 6.971741676330566 (7.025082698235145) | > loss_mel: 16.6533203125 (17.146458665294766) | > loss_duration: 2.0430331230163574 (1.9920482395668706) | > loss_1: 30.141904830932617 (30.65585447909564) | > grad_norm_1: tensor(245.0219, device='cuda:0') (tensor(160.8163, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3952 (0.37810261574017223) | > loader_time: 0.0048 (0.004032360731497319)  --> TIME: 2024-06-12 06:58:45 -- STEP: 194/330 -- GLOBAL_STEP: 383875 | > loss_disc: 2.3402440547943115 (2.3598067514675156) | > loss_disc_real_0: 0.10861247032880783 (0.11364260699945627) | > loss_disc_real_1: 0.17289261519908905 (0.19678479133500265) | > loss_disc_real_2: 0.20244529843330383 (0.21142785489251933) | > loss_disc_real_3: 0.21290872991085052 (0.2290064688656748) | > loss_disc_real_4: 0.260334312915802 (0.23262391654179268) | > loss_disc_real_5: 0.23017434775829315 (0.22158765547054327) | > loss_0: 2.3402440547943115 (2.3598067514675156) | > grad_norm_0: tensor(28.2269, device='cuda:0') (tensor(14.3620, device='cuda:0')) | > loss_gen: 2.4535999298095703 (2.4971287422573436) | > loss_kl: 2.2013189792633057 (2.0078275381904276) | > loss_feat: 7.360870361328125 (7.029262316595648) | > loss_mel: 16.79425811767578 (17.145548446891247) | > loss_duration: 2.019911766052246 (2.000441141964234) | > loss_1: 30.829959869384766 (30.68020840281064) | > grad_norm_1: tensor(296.4689, device='cuda:0') (tensor(181.7685, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.3908 (0.3808829575469813) | > loader_time: 0.0044 (0.004161768352862486)  --> TIME: 2024-06-12 06:58:55 -- STEP: 219/330 -- GLOBAL_STEP: 383900 | > loss_disc: 2.405129909515381 (2.3607314068432803) | > loss_disc_real_0: 0.10961442440748215 (0.11465115134166257) | > loss_disc_real_1: 0.21120913326740265 (0.1963492392404983) | > loss_disc_real_2: 0.22239884734153748 (0.21185284852981567) | > loss_disc_real_3: 0.2433660626411438 (0.22893488203009513) | > loss_disc_real_4: 0.22651757299900055 (0.23250610847451372) | > loss_disc_real_5: 0.22878430783748627 (0.22128012266061073) | > loss_0: 2.405129909515381 (2.3607314068432803) | > grad_norm_0: tensor(15.8470, device='cuda:0') (tensor(15.6550, device='cuda:0')) | > loss_gen: 2.466796636581421 (2.4976371314427612) | > loss_kl: 2.029412269592285 (2.010054721679859) | > loss_feat: 7.25482177734375 (7.027634988636731) | > loss_mel: 17.146453857421875 (17.099613106958415) | > loss_duration: 2.0802853107452393 (2.0086949796981464) | > loss_1: 30.97776985168457 (30.643635118388694) | > grad_norm_1: tensor(55.5691, device='cuda:0') (tensor(203.1364, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.391 (0.38246534186411124) | > loader_time: 0.005 (0.004258392063994387)  --> TIME: 2024-06-12 06:59:06 -- STEP: 244/330 -- GLOBAL_STEP: 383925 | > loss_disc: 2.36043119430542 (2.3632335545586747) | > loss_disc_real_0: 0.1486486792564392 (0.1168496565068843) | > loss_disc_real_1: 0.2636786997318268 (0.19651824968760132) | > loss_disc_real_2: 0.20375755429267883 (0.21188438341754381) | > loss_disc_real_3: 0.20152035355567932 (0.2287003557945861) | > loss_disc_real_4: 0.20382355153560638 (0.2326758402537127) | > loss_disc_real_5: 0.21624162793159485 (0.22076300592696077) | > loss_0: 2.36043119430542 (2.3632335545586747) | > grad_norm_0: tensor(33.7770, device='cuda:0') (tensor(17.0780, device='cuda:0')) | > loss_gen: 2.4409127235412598 (2.4932844130719287) | > loss_kl: 1.9737151861190796 (2.012378941305347) | > loss_feat: 6.677576541900635 (7.009634070709104) | > loss_mel: 16.51034927368164 (17.062854098492004) | > loss_duration: 2.0409207344055176 (2.0181462823367515) | > loss_1: 29.64347267150879 (30.59629795981235) | > grad_norm_1: tensor(439.9736, device='cuda:0') (tensor(219.4345, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.428 (0.38543150757179884) | > loader_time: 0.006 (0.004377264468396298)  --> TIME: 2024-06-12 06:59:17 -- STEP: 269/330 -- GLOBAL_STEP: 383950 | > loss_disc: 2.3597400188446045 (2.3652892236815943) | > loss_disc_real_0: 0.13113808631896973 (0.11768457426457599) | > loss_disc_real_1: 0.19586730003356934 (0.19667760069485493) | > loss_disc_real_2: 0.22332005202770233 (0.21204362682250352) | > loss_disc_real_3: 0.23126177489757538 (0.22901688521679447) | > loss_disc_real_4: 0.21138297021389008 (0.23234758567632796) | > loss_disc_real_5: 0.19083379209041595 (0.22058456676378566) | > loss_0: 2.3597400188446045 (2.3652892236815943) | > grad_norm_0: tensor(10.9307, device='cuda:0') (tensor(18.2348, device='cuda:0')) | > loss_gen: 2.396735191345215 (2.4933826861328345) | > loss_kl: 1.9522932767868042 (2.012823092006839) | > loss_feat: 7.1055908203125 (7.024597986923275) | > loss_mel: 16.585784912109375 (17.04084157057413) | > loss_duration: 2.1365654468536377 (2.0267496915554917) | > loss_1: 30.176971435546875 (30.598395166787075) | > grad_norm_1: tensor(196.1097, device='cuda:0') (tensor(238.5051, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.4384 (0.3894697937380425) | > loader_time: 0.0059 (0.004519515764314448)  --> TIME: 2024-06-12 06:59:28 -- STEP: 294/330 -- GLOBAL_STEP: 383975 | > loss_disc: 2.407541513442993 (2.367565747831953) | > loss_disc_real_0: 0.09274961054325104 (0.11901858375490115) | > loss_disc_real_1: 0.1925404965877533 (0.19694689281132763) | > loss_disc_real_2: 0.21022473275661469 (0.21180778326225932) | > loss_disc_real_3: 0.22066740691661835 (0.22915047260166024) | > loss_disc_real_4: 0.21979185938835144 (0.23252145211104633) | > loss_disc_real_5: 0.177900031208992 (0.22102305024456817) | > loss_0: 2.407541513442993 (2.367565747831953) | > grad_norm_0: tensor(17.7793, device='cuda:0') (tensor(18.7449, device='cuda:0')) | > loss_gen: 2.2488479614257812 (2.489482299811175) | > loss_kl: 2.1232943534851074 (2.017320416411575) | > loss_feat: 7.03070068359375 (7.021349903677597) | > loss_mel: 16.321651458740234 (16.975392477852978) | > loss_duration: 2.191560983657837 (2.0374090703977217) | > loss_1: 29.91605567932129 (30.540954284927473) | > grad_norm_1: tensor(287.5611, device='cuda:0') (tensor(247.4202, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.4648 (0.39527059087947913) | > loader_time: 0.0069 (0.004681798065600753)  --> TIME: 2024-06-12 06:59:42 -- STEP: 319/330 -- GLOBAL_STEP: 384000 | > loss_disc: 2.3577260971069336 (2.3684468366509317) | > loss_disc_real_0: 0.08316807448863983 (0.11994120466952038) | > loss_disc_real_1: 0.24944238364696503 (0.19742740984994422) | > loss_disc_real_2: 0.18992871046066284 (0.2116713709311799) | > loss_disc_real_3: 0.20489375293254852 (0.22918547246149715) | > loss_disc_real_4: 0.2421555370092392 (0.23278975921177938) | > loss_disc_real_5: 0.24337348341941833 (0.22081994865568455) | > loss_0: 2.3577260971069336 (2.3684468366509317) | > grad_norm_0: tensor(15.0550, device='cuda:0') (tensor(19.4620, device='cuda:0')) | > loss_gen: 2.4510703086853027 (2.4873616486133825) | > loss_kl: 1.986716389656067 (2.022276380592753) | > loss_feat: 8.520709991455078 (7.03454256207218) | > loss_mel: 16.211084365844727 (16.923532169067027) | > loss_duration: 2.2443203926086426 (2.052008634076971) | > loss_1: 31.41390037536621 (30.519721482614738) | > grad_norm_1: tensor(441.2732, device='cuda:0') (tensor(258.9554, device='cuda:0')) | > current_lr_0: 0.00017880759973817103 | > current_lr_1: 0.00017880759973817103 | > step_time: 0.5516 (0.4047039481913408) | > loader_time: 0.008 (0.004920289807932505) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_384000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.711500644683838 (2.711500644683838) | > loss_disc_real_0: 0.21317195892333984 (0.21317195892333984) | > loss_disc_real_1: 0.24515609443187714 (0.24515609443187714) | > loss_disc_real_2: 0.25795644521713257 (0.25795644521713257) | > loss_disc_real_3: 0.2973531484603882 (0.2973531484603882) | > loss_disc_real_4: 0.2776147127151489 (0.2776147127151489) | > loss_disc_real_5: 0.34506532549858093 (0.34506532549858093) | > loss_0: 2.711500644683838 (2.711500644683838) | > loss_gen: 2.402644634246826 (2.402644634246826) | > loss_kl: 2.398519277572632 (2.398519277572632) | > loss_feat: 4.378360271453857 (4.378360271453857) | > loss_mel: 13.041890144348145 (13.041890144348145) | > loss_duration: 2.9036545753479004 (2.9036545753479004) | > loss_1: 25.12506866455078 (25.12506866455078)  --> STEP: 1 | > loss_disc: 2.447463035583496 (2.447463035583496) | > loss_disc_real_0: 0.21368807554244995 (0.21368807554244995) | > loss_disc_real_1: 0.26405787467956543 (0.26405787467956543) | > loss_disc_real_2: 0.2146695852279663 (0.2146695852279663) | > loss_disc_real_3: 0.22224456071853638 (0.22224456071853638) | > loss_disc_real_4: 0.28928035497665405 (0.28928035497665405) | > loss_disc_real_5: 0.28854894638061523 (0.28854894638061523) | > loss_0: 2.447463035583496 (2.447463035583496) | > loss_gen: 2.665886163711548 (2.665886163711548) | > loss_kl: 3.013935089111328 (3.013935089111328) | > loss_feat: 5.514675140380859 (5.514675140380859) | > loss_mel: 16.777538299560547 (16.777538299560547) | > loss_duration: 2.7024781703948975 (2.7024781703948975) | > loss_1: 30.67451286315918 (30.67451286315918)  --> STEP: 2 | > loss_disc: 2.5258572101593018 (2.486660122871399) | > loss_disc_real_0: 0.18569315969944 (0.19969061762094498) | > loss_disc_real_1: 0.25997740030288696 (0.2620176374912262) | > loss_disc_real_2: 0.20107609033584595 (0.20787283778190613) | > loss_disc_real_3: 0.2690878212451935 (0.24566619098186493) | > loss_disc_real_4: 0.3428041934967041 (0.3160422742366791) | > loss_disc_real_5: 0.37938928604125977 (0.3339691162109375) | > loss_0: 2.5258572101593018 (2.486660122871399) | > loss_gen: 2.843416213989258 (2.754651188850403) | > loss_kl: 2.157855987548828 (2.585895538330078) | > loss_feat: 6.337775707244873 (5.926225423812866) | > loss_mel: 18.155675888061523 (17.466607093811035) | > loss_duration: 2.4546351432800293 (2.5785566568374634) | > loss_1: 31.949359893798828 (31.311936378479004)  --> STEP: 3 | > loss_disc: 2.24303936958313 (2.4054532051086426) | > loss_disc_real_0: 0.18068364262580872 (0.19335495928923288) | > loss_disc_real_1: 0.1361895054578781 (0.2200749268134435) | > loss_disc_real_2: 0.1825287789106369 (0.19942481815814972) | > loss_disc_real_3: 0.23145939409732819 (0.2409305920203527) | > loss_disc_real_4: 0.28614160418510437 (0.3060753842194875) | > loss_disc_real_5: 0.2256876826286316 (0.2978753050168355) | > loss_0: 2.24303936958313 (2.4054532051086426) | > loss_gen: 2.636819362640381 (2.715373913447062) | > loss_kl: 2.917717218399048 (2.696502765019735) | > loss_feat: 6.590649604797363 (6.147700150807698) | > loss_mel: 16.569913864135742 (17.167709350585938) | > loss_duration: 2.291841983795166 (2.4829850991566977) | > loss_1: 31.006942749023438 (31.21027183532715)  --> STEP: 4 | > loss_disc: 2.63567852973938 (2.463009536266327) | > loss_disc_real_0: 0.28701040148735046 (0.21676881983876228) | > loss_disc_real_1: 0.3099409341812134 (0.24254142865538597) | > loss_disc_real_2: 0.26391592621803284 (0.2155475951731205) | > loss_disc_real_3: 0.27400946617126465 (0.24920031055808067) | > loss_disc_real_4: 0.22051574289798737 (0.2846854738891125) | > loss_disc_real_5: 0.23310330510139465 (0.2816823050379753) | > loss_0: 2.63567852973938 (2.463009536266327) | > loss_gen: 2.7727737426757812 (2.729723870754242) | > loss_kl: 4.653637409210205 (3.1857864260673523) | > loss_feat: 5.6749467849731445 (6.02951180934906) | > loss_mel: 15.05164623260498 (16.6386935710907) | > loss_duration: 2.4434423446655273 (2.473099410533905) | > loss_1: 30.596446990966797 (31.05681562423706)  --> STEP: 5 | > loss_disc: 2.481200695037842 (2.46664776802063) | > loss_disc_real_0: 0.22483457624912262 (0.21838197112083435) | > loss_disc_real_1: 0.24288387596607208 (0.2426099181175232) | > loss_disc_real_2: 0.29454490542411804 (0.23134705722332) | > loss_disc_real_3: 0.29178184270858765 (0.25771661698818205) | > loss_disc_real_4: 0.25231608748435974 (0.2782115966081619) | > loss_disc_real_5: 0.2349112331867218 (0.2723280906677246) | > loss_0: 2.481200695037842 (2.46664776802063) | > loss_gen: 2.6422979831695557 (2.7122386932373046) | > loss_kl: 3.345606565475464 (3.2177504539489745) | > loss_feat: 4.710230827331543 (5.765655612945556) | > loss_mel: 17.228466033935547 (16.756648063659668) | > loss_duration: 2.409135103225708 (2.4603065490722655) | > loss_1: 30.335737228393555 (30.912599945068358)  --> STEP: 6 | > loss_disc: 2.4430394172668457 (2.462713042894999) | > loss_disc_real_0: 0.23097443580627441 (0.22048071523507437) | > loss_disc_real_1: 0.24435803294181824 (0.24290127058823904) | > loss_disc_real_2: 0.23166687786579132 (0.2314003606637319) | > loss_disc_real_3: 0.22897003591060638 (0.25292552014191944) | > loss_disc_real_4: 0.2517915666103363 (0.273808258275191) | > loss_disc_real_5: 0.23680737614631653 (0.26640797158082324) | > loss_0: 2.4430394172668457 (2.462713042894999) | > loss_gen: 2.5643301010131836 (2.687587261199951) | > loss_kl: 2.6203505992889404 (3.1181838115056357) | > loss_feat: 5.275505542755127 (5.683963934580485) | > loss_mel: 18.64237403869629 (17.07093572616577) | > loss_duration: 2.187481164932251 (2.4148356517155967) | > loss_1: 31.290042877197266 (30.975507100423176)  --> STEP: 7 | > loss_disc: 2.4188108444213867 (2.4564413002559116) | > loss_disc_real_0: 0.3012588620185852 (0.2320204504898616) | > loss_disc_real_1: 0.17755742371082306 (0.23356643532003676) | > loss_disc_real_2: 0.1903010457754135 (0.2255290299654007) | > loss_disc_real_3: 0.21623973548412323 (0.2476846937622343) | > loss_disc_real_4: 0.27012261748313904 (0.2732817381620407) | > loss_disc_real_5: 0.255838006734848 (0.2648979766028268) | > loss_0: 2.4188108444213867 (2.4564413002559116) | > loss_gen: 2.685457468032837 (2.6872830050332204) | > loss_kl: 3.7628226280212402 (3.2102750710078647) | > loss_feat: 6.344119071960449 (5.778271811349051) | > loss_mel: 19.243803024291992 (17.381345340183803) | > loss_duration: 2.5549654960632324 (2.434854200908116) | > loss_1: 34.59116744995117 (31.492030007498606)  --> STEP: 8 | > loss_disc: 2.789775848388672 (2.4981081187725067) | > loss_disc_real_0: 0.286043643951416 (0.23877334967255592) | > loss_disc_real_1: 0.3517586290836334 (0.24834045954048634) | > loss_disc_real_2: 0.28104498982429504 (0.2324685249477625) | > loss_disc_real_3: 0.2373938113451004 (0.24639833346009254) | > loss_disc_real_4: 0.19738195836544037 (0.26379426568746567) | > loss_disc_real_5: 0.3045615255832672 (0.26985592022538185) | > loss_0: 2.789775848388672 (2.4981081187725067) | > loss_gen: 2.7407541275024414 (2.693966895341873) | > loss_kl: 3.213137149810791 (3.2106328308582306) | > loss_feat: 11.877141952514648 (6.540630578994751) | > loss_mel: 20.550579071044922 (17.777499556541443) | > loss_duration: 2.270326852798462 (2.414288282394409) | > loss_1: 40.651939392089844 (32.63701868057251)  --> STEP: 9 | > loss_disc: 2.295197010040283 (2.475562440024482) | > loss_disc_real_0: 0.201571986079216 (0.2346398648288515) | > loss_disc_real_1: 0.18708094954490662 (0.24153384731875527) | > loss_disc_real_2: 0.2808897793292999 (0.23784866432348886) | > loss_disc_real_3: 0.2241658866405487 (0.24392806159125435) | > loss_disc_real_4: 0.24995870888233185 (0.26225698159800637) | > loss_disc_real_5: 0.23870457708835602 (0.2663946598768234) | > loss_0: 2.295197010040283 (2.475562440024482) | > loss_gen: 3.038870096206665 (2.732289473215739) | > loss_kl: 2.001898765563965 (3.0763290458255343) | > loss_feat: 9.901293754577637 (6.914037598503961) | > loss_mel: 18.365497589111328 (17.84283267127143) | > loss_duration: 2.1446914672851562 (2.3843330807156033) | > loss_1: 35.45225143432617 (32.94982231987847)  --> STEP: 10 | > loss_disc: 2.5011510848999023 (2.478121304512024) | > loss_disc_real_0: 0.19874227046966553 (0.2310501053929329) | > loss_disc_real_1: 0.22226285934448242 (0.23960674852132796) | > loss_disc_real_2: 0.28015127778053284 (0.24207892566919326) | > loss_disc_real_3: 0.27414271235466003 (0.2469495266675949) | > loss_disc_real_4: 0.30055710673332214 (0.2660869941115379) | > loss_disc_real_5: 0.3135793209075928 (0.27111312597990034) | > loss_0: 2.5011510848999023 (2.478121304512024) | > loss_gen: 3.034945487976074 (2.7625550746917726) | > loss_kl: 2.824910879135132 (3.0511872291564943) | > loss_feat: 6.624514102935791 (6.885085248947144) | > loss_mel: 17.753564834594727 (17.83390588760376) | > loss_duration: 2.3689048290252686 (2.3827902555465696) | > loss_1: 32.60683822631836 (32.91552391052246)  --> STEP: 11 | > loss_disc: 2.704007863998413 (2.4986564462835137) | > loss_disc_real_0: 0.25344517827033997 (0.23308602110906082) | > loss_disc_real_1: 0.3583526611328125 (0.25040183148600836) | > loss_disc_real_2: 0.3458482325077057 (0.2515124990181489) | > loss_disc_real_3: 0.21712979674339294 (0.2442386421290311) | > loss_disc_real_4: 0.2952861487865448 (0.26874146271835675) | > loss_disc_real_5: 0.29077717661857605 (0.2729007669470527) | > loss_0: 2.704007863998413 (2.4986564462835137) | > loss_gen: 2.674571990966797 (2.7545566125349565) | > loss_kl: 3.3546597957611084 (3.078775644302368) | > loss_feat: 5.434290409088135 (6.753194808959961) | > loss_mel: 15.209046363830566 (17.59528229453347) | > loss_duration: 2.5365219116210938 (2.396765860644254) | > loss_1: 29.209091186523438 (32.57857548106801)  --> STEP: 12 | > loss_disc: 2.6572065353393555 (2.511868953704834) | > loss_disc_real_0: 0.3121389150619507 (0.23967376227180162) | > loss_disc_real_1: 0.16850829124450684 (0.2435773697992166) | > loss_disc_real_2: 0.31255924701690674 (0.2565997280180454) | > loss_disc_real_3: 0.29988574981689453 (0.24887590110301971) | > loss_disc_real_4: 0.3447902202606201 (0.275078859180212) | > loss_disc_real_5: 0.2666347026824951 (0.2723785949250062) | > loss_0: 2.6572065353393555 (2.511868953704834) | > loss_gen: 2.7981269359588623 (2.758187472820282) | > loss_kl: 2.5023093223571777 (3.030736784140269) | > loss_feat: 5.365771770477295 (6.637576222419739) | > loss_mel: 15.832757949829102 (17.448405265808105) | > loss_duration: 2.2651772499084473 (2.3858001430829368) | > loss_1: 28.764142990112305 (32.2607061068217)  --> STEP: 13 | > loss_disc: 2.5854268074035645 (2.517527250143198) | > loss_disc_real_0: 0.1787935197353363 (0.23499066669207352) | > loss_disc_real_1: 0.3948712944984436 (0.2552153640068494) | > loss_disc_real_2: 0.30428287386894226 (0.26026766231426823) | > loss_disc_real_3: 0.20887979865074158 (0.24579927783745986) | > loss_disc_real_4: 0.276394784450531 (0.2751800842010058) | > loss_disc_real_5: 0.2457677125930786 (0.27033160397639644) | > loss_0: 2.5854268074035645 (2.517527250143198) | > loss_gen: 2.8061792850494385 (2.7618791506840634) | > loss_kl: 3.285202980041504 (3.050311106901902) | > loss_feat: 7.690680980682373 (6.718584280747634) | > loss_mel: 16.755279541015625 (17.39508790236253) | > loss_duration: 2.256654739379883 (2.375865881259625) | > loss_1: 32.79399871826172 (32.30172861539401)  --> STEP: 14 | > loss_disc: 2.387855291366577 (2.508264967373439) | > loss_disc_real_0: 0.2368398755788803 (0.23512275304113114) | > loss_disc_real_1: 0.2684610188007355 (0.2561614822064127) | > loss_disc_real_2: 0.27338695526123047 (0.26120475466762266) | > loss_disc_real_3: 0.23371127247810364 (0.24493584888322012) | > loss_disc_real_4: 0.2764306366443634 (0.27526940937553135) | > loss_disc_real_5: 0.28002282977104187 (0.2710238343902997) | > loss_0: 2.387855291366577 (2.508264967373439) | > loss_gen: 3.1806447505950928 (2.7917909792491367) | > loss_kl: 3.7928695678710938 (3.1033509969711304) | > loss_feat: 6.6417365074157715 (6.713095154081072) | > loss_mel: 18.6259708404541 (17.483008112226212) | > loss_duration: 2.5008623600006104 (2.384794201169695) | > loss_1: 34.74208450317383 (32.47603975023543)  --> STEP: 15 | > loss_disc: 2.5382485389709473 (2.5102638721466066) | > loss_disc_real_0: 0.2771099805831909 (0.23792190154393514) | > loss_disc_real_1: 0.4005691111087799 (0.26578865746657054) | > loss_disc_real_2: 0.22058892250061035 (0.2584970325231552) | > loss_disc_real_3: 0.260741263628006 (0.2459895431995392) | > loss_disc_real_4: 0.2317148745059967 (0.2723657737175624) | > loss_disc_real_5: 0.23423269391059875 (0.26857109169165294) | > loss_0: 2.5382485389709473 (2.5102638721466066) | > loss_gen: 2.974484920501709 (2.8039705753326416) | > loss_kl: 3.0886471271514893 (3.1023707389831543) | > loss_feat: 7.897346019744873 (6.792045211791992) | > loss_mel: 16.924991607666016 (17.445807011922202) | > loss_duration: 2.335954427719116 (2.38153821627299) | > loss_1: 33.2214241027832 (32.52573204040528)  --> STEP: 16 | > loss_disc: 2.470714807510376 (2.507792055606842) | > loss_disc_real_0: 0.32040026783943176 (0.24307679943740368) | > loss_disc_real_1: 0.24003782868385315 (0.2641792306676507) | > loss_disc_real_2: 0.32307636737823486 (0.2625332409515977) | > loss_disc_real_3: 0.21550050377845764 (0.2440839782357216) | > loss_disc_real_4: 0.24284930527210236 (0.2705209944397211) | > loss_disc_real_5: 0.2334926575422287 (0.2663786895573139) | > loss_0: 2.470714807510376 (2.507792055606842) | > loss_gen: 3.006838321685791 (2.8166498094797134) | > loss_kl: 2.7203619480133057 (3.0784951895475388) | > loss_feat: 8.218647956848145 (6.881207883358002) | > loss_mel: 15.99520206451416 (17.355144202709198) | > loss_duration: 2.3856143951416016 (2.381792977452278) | > loss_1: 32.326663970947266 (32.513290286064155)  --> STEP: 17 | > loss_disc: 2.7862343788146973 (2.5241710157955395) | > loss_disc_real_0: 0.3280411958694458 (0.24807470510987675) | > loss_disc_real_1: 0.3018275201320648 (0.2663938359302633) | > loss_disc_real_2: 0.34054240584373474 (0.2671220153570175) | > loss_disc_real_3: 0.31141605973243713 (0.24804468891199896) | > loss_disc_real_4: 0.28666502237319946 (0.27147064314169045) | > loss_disc_real_5: 0.3613419532775879 (0.27196476389380064) | > loss_0: 2.7862343788146973 (2.5241710157955395) | > loss_gen: 3.0653951168060303 (2.8312818863812614) | > loss_kl: 2.3000285625457764 (3.0327030350180233) | > loss_feat: 5.955050945281982 (6.826728063471177) | > loss_mel: 17.129417419433594 (17.34186615663416) | > loss_duration: 2.4558305740356445 (2.3861481301924763) | > loss_1: 30.905723571777344 (32.41872753816493)  --> STEP: 18 | > loss_disc: 2.590231418609619 (2.5278410381740994) | > loss_disc_real_0: 0.37664467096328735 (0.2552174809906218) | > loss_disc_real_1: 0.24510055780410767 (0.2652108760343658) | > loss_disc_real_2: 0.1434602290391922 (0.2602519161171383) | > loss_disc_real_3: 0.20338545739650726 (0.24556362049447167) | > loss_disc_real_4: 0.27581360936164856 (0.27171191904279923) | > loss_disc_real_5: 0.22448550164699554 (0.26932702710231143) | > loss_0: 2.590231418609619 (2.5278410381740994) | > loss_gen: 2.825242519378662 (2.830946365992228) | > loss_kl: 2.9863345623016357 (3.030127008756002) | > loss_feat: 9.495366096496582 (6.9749857319725885) | > loss_mel: 18.21403694152832 (17.39032008912828) | > loss_duration: 2.263301372528076 (2.3793233103222318) | > loss_1: 35.78428268432617 (32.605702824062774)  --> STEP: 19 | > loss_disc: 2.6785385608673096 (2.5357724867369) | > loss_disc_real_0: 0.3664359450340271 (0.2610710843613273) | > loss_disc_real_1: 0.19972196221351624 (0.2617640910964263) | > loss_disc_real_2: 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0.22384561598300934 (0.26250922307372093) | > loss_0: 2.5852110385894775 (2.5382444143295286) | > loss_gen: 2.9897332191467285 (2.8299721240997315) | > loss_kl: 2.3510563373565674 (2.980132257938385) | > loss_feat: 7.6800384521484375 (7.026504158973694) | > loss_mel: 18.91364288330078 (17.428599691390993) | > loss_duration: 2.2728025913238525 (2.3742339968681336) | > loss_1: 34.207271575927734 (32.639442443847656)  --> STEP: 21 | > loss_disc: 2.6701245307922363 (2.544524419875372) | > loss_disc_real_0: 0.2811429798603058 (0.2595492040827161) | > loss_disc_real_1: 0.21828891336917877 (0.2632753252983093) | > loss_disc_real_2: 0.3383581340312958 (0.2714456830705915) | > loss_disc_real_3: 0.2816121578216553 (0.24961417558647336) | > loss_disc_real_4: 0.31338682770729065 (0.27168079643022447) | > loss_disc_real_5: 0.2904226779937744 (0.2638384352127711) | > loss_0: 2.6701245307922363 (2.544524419875372) | > loss_gen: 2.8175406455993652 (2.8293801489330472) | > loss_kl: 2.207454204559326 (2.9433380649203347) | > loss_feat: 5.251768589019775 (6.94199294135684) | > loss_mel: 14.598892211914062 (17.293851716177805) | > loss_duration: 2.1971426010131836 (2.365801073255993) | > loss_1: 27.072799682617188 (32.3743642171224)  --> STEP: 22 | > loss_disc: 2.4459102153778076 (2.5400419560345733) | > loss_disc_real_0: 0.2061585783958435 (0.2571223574605855) | > loss_disc_real_1: 0.3838459253311157 (0.26875580711798236) | > loss_disc_real_2: 0.2783995270729065 (0.27176176688887854) | > loss_disc_real_3: 0.28336241841316223 (0.25114818662405014) | > loss_disc_real_4: 0.3000871539115906 (0.27297199449755927) | > loss_disc_real_5: 0.260519802570343 (0.2636875882744789) | > loss_0: 2.4459102153778076 (2.5400419560345733) | > loss_gen: 3.3687591552734375 (2.853897376493974) | > loss_kl: 2.5691704750061035 (2.9263304471969604) | > loss_feat: 8.547527313232422 (7.014971776442095) | > loss_mel: 18.19032096862793 (17.3346003185619) | > loss_duration: 2.1943609714508057 (2.3580083413557573) | > loss_1: 34.870140075683594 (32.487808574329726)  --> STEP: 23 | > loss_disc: 2.253459930419922 (2.527581867964371) | > loss_disc_real_0: 0.3097917437553406 (0.2594123307777487) | > loss_disc_real_1: 0.18328846991062164 (0.2650398359350536) | > loss_disc_real_2: 0.21699537336826324 (0.26938061934450397) | > loss_disc_real_3: 0.23699836432933807 (0.2505329769590627) | > loss_disc_real_4: 0.25487253069877625 (0.27218506128891656) | > loss_disc_real_5: 0.23734913766384125 (0.26254243824792944) | > loss_0: 2.253459930419922 (2.527581867964371) | > loss_gen: 3.075521945953369 (2.8635332273400347) | > loss_kl: 2.7768754959106445 (2.919832405836686) | > loss_feat: 6.248726844787598 (6.981656779413638) | > loss_mel: 16.122705459594727 (17.281909237737242) | > loss_duration: 2.296708106994629 (2.355343113774839) | > loss_1: 30.520538330078125 (32.402275085449226)  --> STEP: 24 | > loss_disc: 2.518097400665283 (2.527186681826909) | > loss_disc_real_0: 0.31446290016174316 (0.2617061045020818) | > loss_disc_real_1: 0.23867323994636536 (0.26394122776885826) | > loss_disc_real_2: 0.23146213591098785 (0.2678006825347741) | > loss_disc_real_3: 0.26775267720222473 (0.25125046446919447) | > loss_disc_real_4: 0.3346988558769226 (0.27478980273008347) | > loss_disc_real_5: 0.2956169843673706 (0.2639205443362395) | > loss_0: 2.518097400665283 (2.527186681826909) | > loss_gen: 3.2334883213043213 (2.8789480229218802) | > loss_kl: 2.5582287311553955 (2.9047655860582986) | > loss_feat: 5.3901047706604 (6.915342112382253) | > loss_mel: 17.155895233154297 (17.27665865421295) | > loss_duration: 2.4394583702087402 (2.3588479161262517) | > loss_1: 30.777175903320312 (32.33456261952718)  --> STEP: 25 | > loss_disc: 2.2231154441833496 (2.515023832321167) | > loss_disc_real_0: 0.20689481496810913 (0.25951365292072287) | > loss_disc_real_1: 0.18300510942935944 (0.2607037830352783) | > loss_disc_real_2: 0.2643373906612396 (0.26766215085983275) | > loss_disc_real_3: 0.2189074158668518 (0.24995674252510078) | > loss_disc_real_4: 0.2534891963005066 (0.2739377784729004) | > loss_disc_real_5: 0.23742331564426422 (0.2628606551885605) | > loss_0: 2.2231154441833496 (2.515023832321167) | > loss_gen: 3.00001859664917 (2.883790845870972) | > loss_kl: 2.9269073009490967 (2.9056512546539306) | > loss_feat: 6.868886947631836 (6.913483905792236) | > loss_mel: 15.31933879852295 (17.19836585998535) | > loss_duration: 2.412818431854248 (2.3610067367553715) | > loss_1: 30.527971267700195 (32.2622989654541)  --> STEP: 26 | > loss_disc: 2.4190685749053955 (2.5113332454974833) | > loss_disc_real_0: 0.19726835191249847 (0.257119602881945) | > loss_disc_real_1: 0.5141434669494629 (0.27045146318582386) | > loss_disc_real_2: 0.1667185127735138 (0.2637797032411282) | > loss_disc_real_3: 0.17316582798957825 (0.24700324581219607) | > loss_disc_real_4: 0.13569921255111694 (0.26862091055283177) | > loss_disc_real_5: 0.2496560513973236 (0.26235278581197446) | > loss_0: 2.4190685749053955 (2.5113332454974833) | > loss_gen: 3.345906972885132 (2.901564543063824) | > loss_kl: 2.491433620452881 (2.8897198071846595) | > loss_feat: 12.585885047912598 (7.131653180489173) | > loss_mel: 18.82338523864746 (17.26086660531851) | > loss_duration: 2.3652539253234863 (2.3611700901618375) | > loss_1: 39.61186218261719 (32.544974473806526) --> EVAL PERFORMANCE | > avg_loader_time: 0.00244610126201923 (-0.00013238650101881754) | > avg_loss_disc: 2.5113332454974833 (+0.021367779144873644) | > avg_loss_disc_real_0: 0.257119602881945 (+0.05956911381620619) | > avg_loss_disc_real_1: 0.27045146318582386 (+0.11856168422561422) | > avg_loss_disc_real_2: 0.2637797032411282 (+0.03356824586024654) | > avg_loss_disc_real_3: 0.24700324581219607 (-0.031813036363858405) | > avg_loss_disc_real_4: 0.26862091055283177 (-0.007411184219213718) | > avg_loss_disc_real_5: 0.26235278581197446 (+0.011818297780477105) | > avg_loss_0: 2.5113332454974833 (+0.021367779144873644) | > avg_loss_gen: 2.901564543063824 (+0.394171861501841) | > avg_loss_kl: 2.8897198071846595 (-0.2427210532701931) | > avg_loss_feat: 7.131653180489173 (+0.2910727629294758) | > avg_loss_mel: 17.26086660531851 (+0.20892069889949028) | > avg_loss_duration: 2.3611700901618375 (-0.0007051779673643566) | > avg_loss_1: 32.544974473806526 (+0.6507392296424257)  > EPOCH: 897/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:00:12)   --> TIME: 2024-06-12 07:00:18 -- STEP: 14/330 -- GLOBAL_STEP: 384025 | > loss_disc: 2.370807409286499 (2.3712996585028514) | > loss_disc_real_0: 0.12007591128349304 (0.1111671972487654) | > loss_disc_real_1: 0.23208607733249664 (0.20272389905793325) | > loss_disc_real_2: 0.21942345798015594 (0.20621913565056665) | > loss_disc_real_3: 0.21961183845996857 (0.2262985727616719) | > loss_disc_real_4: 0.2070542722940445 (0.23186119965144567) | > loss_disc_real_5: 0.1812359094619751 (0.22462594721998488) | > loss_0: 2.370807409286499 (2.3712996585028514) | > grad_norm_0: tensor(17.8544, device='cuda:0') (tensor(10.7340, device='cuda:0')) | > loss_gen: 2.3780643939971924 (2.460920282772609) | > loss_kl: 1.882936954498291 (1.8891765560422624) | > loss_feat: 6.921075820922852 (6.812449080603463) | > loss_mel: 16.445667266845703 (17.462746620178223) | > loss_duration: 1.9785361289978027 (2.0507613846233914) | > loss_1: 29.606281280517578 (30.676053728376115) | > grad_norm_1: tensor(165.7773, device='cuda:0') (tensor(103.4501, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.3478 (0.3646230697631836) | > loader_time: 0.003 (0.0032059976032802035)  --> TIME: 2024-06-12 07:00:28 -- STEP: 39/330 -- GLOBAL_STEP: 384050 | > loss_disc: 2.3834331035614014 (2.349065988491743) | > loss_disc_real_0: 0.11015835404396057 (0.10546171989960548) | > loss_disc_real_1: 0.21727949380874634 (0.1971486673141137) | > loss_disc_real_2: 0.22859087586402893 (0.20768054402791536) | > loss_disc_real_3: 0.22762636840343475 (0.23044268213785613) | > loss_disc_real_4: 0.2351735532283783 (0.23215907735702318) | > loss_disc_real_5: 0.23117630183696747 (0.22325000319725427) | > loss_0: 2.3834331035614014 (2.349065988491743) | > grad_norm_0: tensor(7.9473, device='cuda:0') (tensor(10.1005, device='cuda:0')) | > loss_gen: 2.4521872997283936 (2.4846059359036965) | > loss_kl: 2.035334825515747 (1.9248402088116376) | > loss_feat: 7.348538398742676 (6.923445029136462) | > loss_mel: 17.319721221923828 (17.252033820519085) | > loss_duration: 2.009112596511841 (1.999972129479432) | > loss_1: 31.164894104003906 (30.58489682124211) | > grad_norm_1: tensor(95.3561, device='cuda:0') (tensor(95.8612, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.363 (0.3646063437828651) | > loader_time: 0.0035 (0.00346529178130321)  --> TIME: 2024-06-12 07:00:37 -- STEP: 64/330 -- GLOBAL_STEP: 384075 | > loss_disc: 2.2876510620117188 (2.3397764749825) | > loss_disc_real_0: 0.11596352607011795 (0.10563804244156927) | > loss_disc_real_1: 0.1806820034980774 (0.19489396968856454) | > loss_disc_real_2: 0.1674797683954239 (0.20685596158728004) | > loss_disc_real_3: 0.2376396805047989 (0.2290246111806482) | > loss_disc_real_4: 0.22740274667739868 (0.23208061675541103) | > loss_disc_real_5: 0.2147744596004486 (0.22252808581106365) | > loss_0: 2.2876510620117188 (2.3397764749825) | > grad_norm_0: tensor(10.8604, device='cuda:0') (tensor(10.1091, device='cuda:0')) | > loss_gen: 2.4792370796203613 (2.4885679557919502) | > loss_kl: 2.153834581375122 (1.9540938008576632) | > loss_feat: 7.677331924438477 (6.962236277759075) | > loss_mel: 17.76968002319336 (17.185834407806404) | > loss_duration: 1.9898488521575928 (1.9856279157102104) | > loss_1: 32.06993103027344 (30.576360136270523) | > grad_norm_1: tensor(133.7377, device='cuda:0') (tensor(104.6579, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.376 (0.36828820407390594) | > loader_time: 0.0034 (0.0035753846168518066)  --> TIME: 2024-06-12 07:00:47 -- STEP: 89/330 -- GLOBAL_STEP: 384100 | > loss_disc: 2.296339750289917 (2.339995499407308) | > loss_disc_real_0: 0.11136577278375626 (0.10564469152622008) | > loss_disc_real_1: 0.20253463089466095 (0.194509948572416) | > loss_disc_real_2: 0.23463912308216095 (0.20933623461241133) | > loss_disc_real_3: 0.24066953361034393 (0.2291345162672943) | > loss_disc_real_4: 0.24209380149841309 (0.2318270613303345) | > loss_disc_real_5: 0.22565148770809174 (0.22147370573509945) | > loss_0: 2.296339750289917 (2.339995499407308) | > grad_norm_0: tensor(7.9224, device='cuda:0') (tensor(9.3014, device='cuda:0')) | > loss_gen: 2.632229804992676 (2.4810259636868244) | > loss_kl: 2.048642158508301 (1.9784314123432287) | > loss_feat: 6.995642185211182 (6.981088225761156) | > loss_mel: 17.19485092163086 (17.097382202577055) | > loss_duration: 1.9927393198013306 (1.9804557414537063) | > loss_1: 30.864103317260742 (30.518383283293648) | > grad_norm_1: tensor(162.4839, device='cuda:0') (tensor(100.0358, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.3821 (0.36855964982107786) | > loader_time: 0.0035 (0.0036435073681091996)  --> TIME: 2024-06-12 07:00:56 -- STEP: 114/330 -- GLOBAL_STEP: 384125 | > loss_disc: 2.3160240650177 (2.338055767511068) | > loss_disc_real_0: 0.08775069564580917 (0.1066848215434635) | > loss_disc_real_1: 0.16724511981010437 (0.19341564269965156) | > loss_disc_real_2: 0.18560604751110077 (0.20922102870648368) | > loss_disc_real_3: 0.2309078425168991 (0.22864402765244768) | > loss_disc_real_4: 0.21394002437591553 (0.23088128655626064) | > loss_disc_real_5: 0.19486869871616364 (0.22146289508070863) | > loss_0: 2.3160240650177 (2.338055767511068) | > grad_norm_0: tensor(8.9058, device='cuda:0') (tensor(9.7648, device='cuda:0')) | > loss_gen: 2.5369739532470703 (2.4802564549864385) | > loss_kl: 2.078057289123535 (1.9981475012344228) | > loss_feat: 6.989788055419922 (6.97808287436502) | > loss_mel: 17.094913482666016 (17.096465964066358) | > loss_duration: 1.9977364540100098 (1.982827163579171) | > loss_1: 30.697467803955078 (30.53577973549826) | > grad_norm_1: tensor(109.1748, device='cuda:0') (tensor(113.4017, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.3852 (0.3706387950662981) | > loader_time: 0.0047 (0.0037472122593929895)  --> TIME: 2024-06-12 07:01:06 -- STEP: 139/330 -- GLOBAL_STEP: 384150 | > loss_disc: 2.3345580101013184 (2.348478660309059) | > loss_disc_real_0: 0.0961974561214447 (0.10848944500195895) | > loss_disc_real_1: 0.1570960283279419 (0.1942750327021098) | > loss_disc_real_2: 0.17032496631145477 (0.2094882163855669) | > loss_disc_real_3: 0.23332519829273224 (0.22954162547914245) | > loss_disc_real_4: 0.24952128529548645 (0.23127708450066958) | > loss_disc_real_5: 0.24409984052181244 (0.22286385544341245) | > loss_0: 2.3345580101013184 (2.348478660309059) | > grad_norm_0: tensor(11.5238, device='cuda:0') (tensor(10.0182, device='cuda:0')) | > loss_gen: 2.6043660640716553 (2.477963159410216) | > loss_kl: 1.958570122718811 (2.005243457478585) | > loss_feat: 6.7529144287109375 (6.980160812679812) | > loss_mel: 16.905139923095703 (17.12409717916584) | > loss_duration: 2.0516273975372314 (1.989023909294348) | > loss_1: 30.272619247436523 (30.576488398819517) | > grad_norm_1: tensor(72.5874, device='cuda:0') (tensor(111.1653, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.386 (0.3716674399890488) | > loader_time: 0.0048 (0.0038310195044647874)  --> TIME: 2024-06-12 07:01:16 -- STEP: 164/330 -- GLOBAL_STEP: 384175 | > loss_disc: 2.331193685531616 (2.3537355893995713) | > loss_disc_real_0: 0.11068281531333923 (0.10984544478720282) | > loss_disc_real_1: 0.17198407649993896 (0.19542655730392872) | > loss_disc_real_2: 0.22455812990665436 (0.20982364883146626) | > loss_disc_real_3: 0.2529473304748535 (0.22969190358388714) | > loss_disc_real_4: 0.22003847360610962 (0.23113583019230424) | > loss_disc_real_5: 0.20970503985881805 (0.22315081854055568) | > loss_0: 2.331193685531616 (2.3537355893995713) | > grad_norm_0: tensor(10.2405, device='cuda:0') (tensor(10.1592, device='cuda:0')) | > loss_gen: 2.4586610794067383 (2.471951125598535) | > loss_kl: 2.1893372535705566 (2.0139554848031307) | > loss_feat: 7.4424567222595215 (6.961935150914076) | > loss_mel: 17.657732009887695 (17.127298180649927) | > loss_duration: 2.062619209289551 (1.99358337318025) | > loss_1: 31.810806274414062 (30.568723166861187) | > grad_norm_1: tensor(202.6419, device='cuda:0') (tensor(111.0056, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.3746 (0.3730850336028309) | > loader_time: 0.0047 (0.003921248563906041)  --> TIME: 2024-06-12 07:01:26 -- STEP: 189/330 -- GLOBAL_STEP: 384200 | > loss_disc: 2.3968307971954346 (2.353832156569869) | > loss_disc_real_0: 0.1038590520620346 (0.11074029129964334) | > loss_disc_real_1: 0.2275683581829071 (0.19569409035501023) | > loss_disc_real_2: 0.217169851064682 (0.209542315867212) | > loss_disc_real_3: 0.21203318238258362 (0.22953211330862902) | > loss_disc_real_4: 0.2354542464017868 (0.23113313238456767) | > loss_disc_real_5: 0.21185104548931122 (0.22305678706320506) | > loss_0: 2.3968307971954346 (2.353832156569869) | > grad_norm_0: tensor(11.7091, device='cuda:0') (tensor(10.1435, device='cuda:0')) | > loss_gen: 2.4264731407165527 (2.4700469478728273) | > loss_kl: 2.0185904502868652 (2.022495335372038) | > loss_feat: 6.975020885467529 (6.948417903254271) | > loss_mel: 16.959491729736328 (17.10382085628609) | > loss_duration: 2.074218273162842 (2.0018682795226885) | > loss_1: 30.453794479370117 (30.5466492365277) | > grad_norm_1: tensor(135.2517, device='cuda:0') (tensor(112.5400, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.4012 (0.37587158137528354) | > loader_time: 0.0053 (0.00400739624386742)  --> TIME: 2024-06-12 07:01:36 -- STEP: 214/330 -- GLOBAL_STEP: 384225 | > loss_disc: 2.4062814712524414 (2.3576648079346274) | > loss_disc_real_0: 0.10987494885921478 (0.11238210515998234) | > loss_disc_real_1: 0.20584885776042938 (0.19564600421167977) | > loss_disc_real_2: 0.1904706060886383 (0.20985940878636364) | > loss_disc_real_3: 0.20344848930835724 (0.22970225926593085) | > loss_disc_real_4: 0.2123756855726242 (0.23156532791451873) | > loss_disc_real_5: 0.21898506581783295 (0.22325332845761398) | > loss_0: 2.4062814712524414 (2.3576648079346274) | > grad_norm_0: tensor(31.9831, device='cuda:0') (tensor(10.8262, device='cuda:0')) | > loss_gen: 2.2743773460388184 (2.465753509619524) | > loss_kl: 1.9030369520187378 (2.032293046189248) | > loss_feat: 6.546919822692871 (6.940232165505953) | > loss_mel: 16.033123016357422 (17.053592196134748) | > loss_duration: 2.1220932006835938 (2.0100155634300747) | > loss_1: 28.87955093383789 (30.50188638562354) | > grad_norm_1: tensor(340.3015, device='cuda:0') (tensor(126.5158, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.3963 (0.3805317678184153) | > loader_time: 0.0053 (0.004147499521202019)  --> TIME: 2024-06-12 07:01:47 -- STEP: 239/330 -- GLOBAL_STEP: 384250 | > loss_disc: 2.2965290546417236 (2.3575756380248767) | > loss_disc_real_0: 0.08080935478210449 (0.1137769385611163) | > loss_disc_real_1: 0.18276645243167877 (0.1956382314655072) | > loss_disc_real_2: 0.19080105423927307 (0.20990975843313842) | > loss_disc_real_3: 0.2440260499715805 (0.22938656663545504) | > loss_disc_real_4: 0.25842997431755066 (0.23130996681157515) | > loss_disc_real_5: 0.2357919067144394 (0.2224315836339815) | > loss_0: 2.2965290546417236 (2.3575756380248767) | > grad_norm_0: tensor(28.2263, device='cuda:0') (tensor(12.9664, device='cuda:0')) | > loss_gen: 2.530977249145508 (2.470409002264173) | > loss_kl: 1.930769681930542 (2.0324451773735293) | > loss_feat: 6.963454246520996 (6.947141449820546) | > loss_mel: 17.241811752319336 (17.02293079168725) | > loss_duration: 2.061189651489258 (2.0190009103160533) | > loss_1: 30.72820281982422 (30.491927214746195) | > grad_norm_1: tensor(333.0088, device='cuda:0') (tensor(150.9811, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.4095 (0.38348808348428254) | > loader_time: 0.0053 (0.004273557263936959)  --> TIME: 2024-06-12 07:01:58 -- STEP: 264/330 -- GLOBAL_STEP: 384275 | > loss_disc: 2.3818116188049316 (2.3628130130695575) | > loss_disc_real_0: 0.09828945994377136 (0.11453916349758704) | > loss_disc_real_1: 0.1678430736064911 (0.19605077430605886) | > loss_disc_real_2: 0.18854616582393646 (0.21046576829570707) | > loss_disc_real_3: 0.23116226494312286 (0.22988555309447378) | > loss_disc_real_4: 0.26392796635627747 (0.2321674135711157) | > loss_disc_real_5: 0.20464299619197845 (0.2223423926554846) | > loss_0: 2.3818116188049316 (2.3628130130695575) | > grad_norm_0: tensor(32.2215, device='cuda:0') (tensor(14.2778, device='cuda:0')) | > loss_gen: 2.4961788654327393 (2.4705849064118923) | > loss_kl: 2.2060742378234863 (2.037898340008477) | > loss_feat: 7.182391166687012 (6.952398148449984) | > loss_mel: 16.33278465270996 (16.9873953624205) | > loss_duration: 2.1663527488708496 (2.027371550148184) | > loss_1: 30.3837833404541 (30.47564820809798) | > grad_norm_1: tensor(446.0469, device='cuda:0') (tensor(170.8179, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.4338 (0.3875522938641635) | > loader_time: 0.0058 (0.0044108141552318255)  --> TIME: 2024-06-12 07:02:09 -- STEP: 289/330 -- GLOBAL_STEP: 384300 | > loss_disc: 2.4721388816833496 (2.363979809011968) | > loss_disc_real_0: 0.1813945770263672 (0.11618026944077138) | > loss_disc_real_1: 0.17619584500789642 (0.1962556885394257) | > loss_disc_real_2: 0.23616404831409454 (0.2108477411798127) | > loss_disc_real_3: 0.22669704258441925 (0.22983251048000627) | > loss_disc_real_4: 0.2533818781375885 (0.2316066501565458) | > loss_disc_real_5: 0.2271861732006073 (0.22141045027744397) | > loss_0: 2.4721388816833496 (2.363979809011968) | > grad_norm_0: tensor(50.9434, device='cuda:0') (tensor(15.8947, device='cuda:0')) | > loss_gen: 2.482330322265625 (2.4733009387877556) | > loss_kl: 1.9917141199111938 (2.0415473908289097) | > loss_feat: 6.639060020446777 (6.9645315767572) | > loss_mel: 16.976884841918945 (16.94779581842124) | > loss_duration: 2.1766767501831055 (2.0372751254111434) | > loss_1: 30.266666412353516 (30.464450756983773) | > grad_norm_1: tensor(267.0567, device='cuda:0') (tensor(192.6595, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.4557 (0.39265482400940366) | > loader_time: 0.0064 (0.004575377104604123)  --> TIME: 2024-06-12 07:02:22 -- STEP: 314/330 -- GLOBAL_STEP: 384325 | > loss_disc: 2.292536497116089 (2.364930357143378) | > loss_disc_real_0: 0.14775943756103516 (0.11741149641431062) | > loss_disc_real_1: 0.18404635787010193 (0.19613436120710545) | > loss_disc_real_2: 0.20538300275802612 (0.2109093106571276) | > loss_disc_real_3: 0.21138641238212585 (0.22987299754171614) | > loss_disc_real_4: 0.2029912769794464 (0.23177475449006268) | > loss_disc_real_5: 0.19583773612976074 (0.22162567795651733) | > loss_0: 2.292536497116089 (2.364930357143378) | > grad_norm_0: tensor(22.6447, device='cuda:0') (tensor(16.4581, device='cuda:0')) | > loss_gen: 2.483199119567871 (2.471916074206115) | > loss_kl: 2.1970267295837402 (2.045336025156036) | > loss_feat: 7.515679836273193 (6.979425541154898) | > loss_mel: 16.446590423583984 (16.914790381291855) | > loss_duration: 2.244926691055298 (2.0499665926975816) | > loss_1: 30.88742446899414 (30.46143453440089) | > grad_norm_1: tensor(404.9581, device='cuda:0') (tensor(207.2854, device='cuda:0')) | > current_lr_0: 0.00017878524878820376 | > current_lr_1: 0.00017878524878820376 | > step_time: 0.5186 (0.40046438593773326) | > loader_time: 0.0086 (0.004797744143540691)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.486215114593506 (2.486215114593506) | > loss_disc_real_0: 0.18718686699867249 (0.18718686699867249) | > loss_disc_real_1: 0.20913898944854736 (0.20913898944854736) | > loss_disc_real_2: 0.1719745397567749 (0.1719745397567749) | > loss_disc_real_3: 0.23361873626708984 (0.23361873626708984) | > loss_disc_real_4: 0.263960063457489 (0.263960063457489) | > loss_disc_real_5: 0.3252909481525421 (0.3252909481525421) | > loss_0: 2.486215114593506 (2.486215114593506) | > loss_gen: 2.3375062942504883 (2.3375062942504883) | > loss_kl: 2.672635793685913 (2.672635793685913) | > loss_feat: 5.239891052246094 (5.239891052246094) | > loss_mel: 13.453418731689453 (13.453418731689453) | > loss_duration: 3.222364902496338 (3.222364902496338) | > loss_1: 26.925817489624023 (26.925817489624023)  --> STEP: 1 | > loss_disc: 2.2863919734954834 (2.2863919734954834) | > loss_disc_real_0: 0.10459262132644653 (0.10459262132644653) | > loss_disc_real_1: 0.22252285480499268 (0.22252285480499268) | > loss_disc_real_2: 0.14934206008911133 (0.14934206008911133) | > loss_disc_real_3: 0.21227425336837769 (0.21227425336837769) | > loss_disc_real_4: 0.179616317152977 (0.179616317152977) | > loss_disc_real_5: 0.15808941423892975 (0.15808941423892975) | > loss_0: 2.2863919734954834 (2.2863919734954834) | > loss_gen: 1.961660623550415 (1.961660623550415) | > loss_kl: 2.934936285018921 (2.934936285018921) | > loss_feat: 4.152072906494141 (4.152072906494141) | > loss_mel: 13.981339454650879 (13.981339454650879) | > loss_duration: 2.4491333961486816 (2.4491333961486816) | > loss_1: 25.479141235351562 (25.479141235351562)  --> STEP: 2 | > loss_disc: 2.3837802410125732 (2.3350861072540283) | > loss_disc_real_0: 0.14908771216869354 (0.12684016674757004) | > loss_disc_real_1: 0.22538034617900848 (0.22395160049200058) | > loss_disc_real_2: 0.18162186443805695 (0.16548196226358414) | > loss_disc_real_3: 0.2486012727022171 (0.2304377630352974) | > loss_disc_real_4: 0.24555926024913788 (0.21258778870105743) | > loss_disc_real_5: 0.29323112964630127 (0.2256602719426155) | > loss_0: 2.3837802410125732 (2.3350861072540283) | > loss_gen: 2.632534980773926 (2.2970978021621704) | > loss_kl: 2.8064775466918945 (2.8707069158554077) | > loss_feat: 6.96449089050293 (5.558281898498535) | > loss_mel: 18.88142967224121 (16.431384563446045) | > loss_duration: 2.4830551147460938 (2.4660942554473877) | > loss_1: 33.76798629760742 (29.623563766479492)  --> STEP: 3 | > loss_disc: 2.395951986312866 (2.355374733606974) | > loss_disc_real_0: 0.11730723083019257 (0.12366252144177754) | > loss_disc_real_1: 0.24235878884792328 (0.23008732994397482) | > loss_disc_real_2: 0.1939411759376526 (0.17496836682160696) | > loss_disc_real_3: 0.22758494317531586 (0.22948682308197021) | > loss_disc_real_4: 0.22417722642421722 (0.21645093460877737) | > loss_disc_real_5: 0.2578352689743042 (0.2363852709531784) | > loss_0: 2.395951986312866 (2.355374733606974) | > loss_gen: 2.1636650562286377 (2.252620220184326) | > loss_kl: 4.210273265838623 (3.3172290325164795) | > loss_feat: 5.179243564605713 (5.431935787200928) | > loss_mel: 14.724961280822754 (15.862576802571615) | > loss_duration: 2.4051365852355957 (2.445775032043457) | > loss_1: 28.68328094482422 (29.310136159261067)  --> STEP: 4 | > loss_disc: 2.3329977989196777 (2.34978049993515) | > loss_disc_real_0: 0.1396116316318512 (0.12764979898929596) | > loss_disc_real_1: 0.17157630622386932 (0.21545957401394844) | > loss_disc_real_2: 0.21905000507831573 (0.18598877638578415) | > loss_disc_real_3: 0.25867849588394165 (0.23678474128246307) | > loss_disc_real_4: 0.21461059153079987 (0.215990848839283) | > loss_disc_real_5: 0.20250576734542847 (0.22791539505124092) | > loss_0: 2.3329977989196777 (2.34978049993515) | > loss_gen: 2.4077727794647217 (2.291408360004425) | > loss_kl: 3.4936187267303467 (3.3613264560699463) | > loss_feat: 6.697388648986816 (5.7482990026474) | > loss_mel: 17.661035537719727 (16.312191486358643) | > loss_duration: 2.453328847885132 (2.4476634860038757) | > loss_1: 32.71314239501953 (30.160887718200684)  --> STEP: 5 | > loss_disc: 2.348489999771118 (2.3495223999023436) | > loss_disc_real_0: 0.1761590838432312 (0.137351655960083) | > loss_disc_real_1: 0.2018529772758484 (0.21273825466632842) | > loss_disc_real_2: 0.2522485852241516 (0.19924073815345764) | > loss_disc_real_3: 0.27536699175834656 (0.24450119137763976) | > loss_disc_real_4: 0.2767684757709503 (0.22814637422561646) | > loss_disc_real_5: 0.2967778146266937 (0.24168787896633148) | > loss_0: 2.348489999771118 (2.3495223999023436) | > loss_gen: 2.736301898956299 (2.3803870677948) | > loss_kl: 3.410383939743042 (3.3711379528045655) | > loss_feat: 4.812099456787109 (5.561059093475341) | > loss_mel: 17.98480796813965 (16.646714782714845) | > loss_duration: 2.400174617767334 (2.438165712356567) | > loss_1: 31.343767166137695 (30.397463607788087)  --> STEP: 6 | > loss_disc: 2.4777402877807617 (2.37089204788208) | > loss_disc_real_0: 0.10729040950536728 (0.1323414482176304) | > loss_disc_real_1: 0.21285861730575562 (0.21275831510623297) | > loss_disc_real_2: 0.20773933827877045 (0.20065717150767645) | > loss_disc_real_3: 0.24551862478256226 (0.24467076361179352) | > loss_disc_real_4: 0.19687260687351227 (0.22293407966693243) | > loss_disc_real_5: 0.2633877694606781 (0.2453045273820559) | > loss_0: 2.4777402877807617 (2.37089204788208) | > loss_gen: 2.1089184284210205 (2.3351422945658364) | > loss_kl: 2.75248646736145 (3.2680293718973794) | > loss_feat: 4.742041110992432 (5.4245560963948565) | > loss_mel: 15.920387268066406 (16.525660196940105) | > loss_duration: 2.2051851749420166 (2.3993356227874756) | > loss_1: 27.729019165039062 (29.952722867329914)  --> STEP: 7 | > loss_disc: 2.419999361038208 (2.3779073783329556) | > loss_disc_real_0: 0.12105031311511993 (0.13072842891727174) | > loss_disc_real_1: 0.24392808973789215 (0.21721114005361283) | > loss_disc_real_2: 0.19710522890090942 (0.20014975113528116) | > loss_disc_real_3: 0.23681768774986267 (0.2435488956315177) | > loss_disc_real_4: 0.27471163868904114 (0.23033087381294795) | > loss_disc_real_5: 0.28184521198272705 (0.2505246251821518) | > loss_0: 2.419999361038208 (2.3779073783329556) | > loss_gen: 2.3345305919647217 (2.335054908479963) | > loss_kl: 4.086445331573486 (3.3849459375653947) | > loss_feat: 5.940255165100098 (5.498227391924177) | > loss_mel: 17.85107421875 (16.71500505719866) | > loss_duration: 2.4825973510742188 (2.4112301553998674) | > loss_1: 32.69490051269531 (30.344462530953543)  --> STEP: 8 | > loss_disc: 2.622857093811035 (2.4085260927677155) | > loss_disc_real_0: 0.18275880813598633 (0.13723222631961107) | > loss_disc_real_1: 0.23337551951408386 (0.21923168748617172) | > loss_disc_real_2: 0.1449495106935501 (0.19324972108006477) | > loss_disc_real_3: 0.20665189623832703 (0.23893677070736885) | > loss_disc_real_4: 0.23907257616519928 (0.23142358660697937) | > loss_disc_real_5: 0.2961462438106537 (0.25622732751071453) | > loss_0: 2.622857093811035 (2.4085260927677155) | > loss_gen: 2.2532594203948975 (2.32483047246933) | > loss_kl: 3.545653820037842 (3.4050344228744507) | > loss_feat: 10.505158424377441 (6.124093770980835) | > loss_mel: 18.639549255371094 (16.955573081970215) | > loss_duration: 2.3061954975128174 (2.398100823163986) | > loss_1: 37.249813079833984 (31.2076313495636)  --> STEP: 9 | > loss_disc: 2.2031869888305664 (2.3857106367746987) | > loss_disc_real_0: 0.16252478957176208 (0.14004251112540564) | > loss_disc_real_1: 0.20459944009780884 (0.21760588222079807) | > loss_disc_real_2: 0.16863654553890228 (0.1905149237977134) | > loss_disc_real_3: 0.20461994409561157 (0.23512378997272915) | > loss_disc_real_4: 0.20401903986930847 (0.22837863696946037) | > loss_disc_real_5: 0.25201287865638733 (0.2557590554157893) | > loss_0: 2.2031869888305664 (2.3857106367746987) | > loss_gen: 2.8134877681732178 (2.3791257275475397) | > loss_kl: 2.7741639614105225 (3.3349377049340143) | > loss_feat: 12.579619407653809 (6.841374397277832) | > loss_mel: 17.947511672973633 (17.065788480970596) | > loss_duration: 2.174586772918701 (2.373265928692288) | > loss_1: 38.289371490478516 (31.99449136522081)  --> STEP: 10 | > loss_disc: 2.5395259857177734 (2.4010921716690063) | > loss_disc_real_0: 0.1643349528312683 (0.1424717552959919) | > loss_disc_real_1: 0.23627425730228424 (0.2194727197289467) | > loss_disc_real_2: 0.22777482867240906 (0.19424091428518295) | > loss_disc_real_3: 0.2966625392436981 (0.24127766489982605) | > loss_disc_real_4: 0.2984638214111328 (0.23538715541362762) | > loss_disc_real_5: 0.34029698371887207 (0.2642128482460976) | > loss_0: 2.5395259857177734 (2.4010921716690063) | > loss_gen: 2.4194204807281494 (2.3831552028656007) | > loss_kl: 2.8551783561706543 (3.2869617700576783) | > loss_feat: 3.8922595977783203 (6.546462917327881) | > loss_mel: 13.427677154541016 (16.701977348327638) | > loss_duration: 2.450683116912842 (2.3810076475143434) | > loss_1: 25.04521942138672 (31.299564170837403)  --> STEP: 11 | > loss_disc: 2.34617018699646 (2.396099263971502) | > loss_disc_real_0: 0.12093445658683777 (0.14051381904970517) | > loss_disc_real_1: 0.22000661492347717 (0.2195212556557222) | > loss_disc_real_2: 0.1861535608768463 (0.19350570033897052) | > loss_disc_real_3: 0.25094419717788696 (0.24215644056146796) | > loss_disc_real_4: 0.21042387187480927 (0.23311776600100778) | > loss_disc_real_5: 0.2309866100549698 (0.26119228113781323) | > loss_0: 2.34617018699646 (2.396099263971502) | > loss_gen: 2.151414155960083 (2.362087834965099) | > loss_kl: 3.693286180496216 (3.323900352824818) | > loss_feat: 5.447213172912598 (6.446531122381037) | > loss_mel: 16.30449867248535 (16.665842923251066) | > loss_duration: 2.516099452972412 (2.393288720737804) | > loss_1: 30.112512588500977 (31.191650390625)  --> STEP: 12 | > loss_disc: 2.3870203495025635 (2.395342687765757) | > loss_disc_real_0: 0.11039658635854721 (0.13800404965877533) | > loss_disc_real_1: 0.21621353924274445 (0.21924561262130737) | > loss_disc_real_2: 0.1899116188287735 (0.1932061935464541) | > loss_disc_real_3: 0.25459402799606323 (0.24319290618101755) | > loss_disc_real_4: 0.24497154355049133 (0.23410558079679808) | > loss_disc_real_5: 0.17994408309459686 (0.2544215979675452) | > loss_0: 2.3870203495025635 (2.395342687765757) | > loss_gen: 2.1361889839172363 (2.3432629307111106) | > loss_kl: 3.3949685096740723 (3.3298226992289224) | > loss_feat: 6.0249104499816895 (6.411396066347758) | > loss_mel: 17.506206512451172 (16.735873222351074) | > loss_duration: 2.31620454788208 (2.386865039666494) | > loss_1: 31.37847900390625 (31.20721944173177)  --> STEP: 13 | > loss_disc: 2.578411817550659 (2.409424928518442) | > loss_disc_real_0: 0.2068680077791214 (0.14330127720649427) | > loss_disc_real_1: 0.3082573711872101 (0.22609267097253066) | > loss_disc_real_2: 0.17022113502025604 (0.19143811212136194) | > loss_disc_real_3: 0.2613372802734375 (0.24458862726504987) | > loss_disc_real_4: 0.2510775029659271 (0.23541111327134645) | > loss_disc_real_5: 0.3128400444984436 (0.25891532462376815) | > loss_0: 2.578411817550659 (2.409424928518442) | > loss_gen: 2.373997688293457 (2.3456271428328295) | > loss_kl: 3.8325624465942383 (3.368494987487793) | > loss_feat: 6.099978446960449 (6.387440864856426) | > loss_mel: 15.383477210998535 (16.63184275993934) | > loss_duration: 2.268813133239746 (2.3777841237875132) | > loss_1: 29.95882797241211 (31.11118932870718)  --> STEP: 14 | > loss_disc: 2.5925474166870117 (2.4225051062447682) | > loss_disc_real_0: 0.24868205189704895 (0.15082847539867675) | > loss_disc_real_1: 0.30178678035736084 (0.2314993930714471) | > loss_disc_real_2: 0.1840224266052246 (0.19090842029878072) | > loss_disc_real_3: 0.19815035164356232 (0.24127160757780075) | > loss_disc_real_4: 0.2625735104084015 (0.2373512844954218) | > loss_disc_real_5: 0.2908255159854889 (0.2611946240067482) | > loss_0: 2.5925474166870117 (2.4225051062447682) | > loss_gen: 2.3263332843780518 (2.3442490100860596) | > loss_kl: 4.009490013122559 (3.414280346461705) | > loss_feat: 6.713461875915527 (6.410728079932077) | > loss_mel: 18.046363830566406 (16.732879979269843) | > loss_duration: 2.4528017044067383 (2.383142522403172) | > loss_1: 33.5484504699707 (31.285279410226003)  --> STEP: 15 | > loss_disc: 2.2471022605895996 (2.4108115832010903) | > loss_disc_real_0: 0.09030213952064514 (0.1467933863401413) | > loss_disc_real_1: 0.1431475728750229 (0.22560927172501882) | > loss_disc_real_2: 0.16095289587974548 (0.1889113853375117) | > loss_disc_real_3: 0.208409383893013 (0.23908079266548157) | > loss_disc_real_4: 0.19447581470012665 (0.23449291984240214) | > loss_disc_real_5: 0.24484996497631073 (0.2601049800713857) | > loss_0: 2.2471022605895996 (2.4108115832010903) | > loss_gen: 2.1816036701202393 (2.3334059874216715) | > loss_kl: 3.7852344512939453 (3.4390106201171875) | > loss_feat: 8.674800872802734 (6.561666266123454) | > loss_mel: 17.93675994873047 (16.81313864390055) | > loss_duration: 2.3958230018615723 (2.383987887700399) | > loss_1: 34.97422409057617 (31.531209055582682)  --> STEP: 16 | > loss_disc: 2.341634511947632 (2.4064880162477493) | > loss_disc_real_0: 0.12958845496177673 (0.1457180781289935) | > loss_disc_real_1: 0.2636697292327881 (0.2279880503192544) | > loss_disc_real_2: 0.16278447210788727 (0.18727845326066017) | > loss_disc_real_3: 0.28803738951683044 (0.24214057996869087) | > loss_disc_real_4: 0.22572703659534454 (0.23394505213946104) | > loss_disc_real_5: 0.2603999972343445 (0.2601234186440706) | > loss_0: 2.341634511947632 (2.4064880162477493) | > loss_gen: 2.759371757507324 (2.360028848052025) | > loss_kl: 2.800935745239258 (3.399130940437317) | > loss_feat: 8.045510292053223 (6.654406517744064) | > loss_mel: 16.715713500976562 (16.807049572467804) | > loss_duration: 2.386422634124756 (2.384140059351921) | > loss_1: 32.70795440673828 (31.604755640029907)  --> STEP: 17 | > loss_disc: 2.459908962249756 (2.4096304248361027) | > loss_disc_real_0: 0.09948078542947769 (0.14299823738196316) | > loss_disc_real_1: 0.25700488686561584 (0.22969492305727565) | > loss_disc_real_2: 0.2777360677719116 (0.19259948940838084) | > loss_disc_real_3: 0.2577788233757019 (0.24306047663969152) | > loss_disc_real_4: 0.2607244551181793 (0.23552031113820918) | > loss_disc_real_5: 0.4319433569908142 (0.2702304738409379) | > loss_0: 2.459908962249756 (2.4096304248361027) | > loss_gen: 2.832514762878418 (2.3878221371594597) | > loss_kl: 2.6282224655151367 (3.3537833830889534) | > loss_feat: 7.300766944885254 (6.692427719340605) | > loss_mel: 16.553253173828125 (16.792120372547824) | > loss_duration: 2.4514851570129395 (2.388101535684922) | > loss_1: 31.76624298095703 (31.61425489537856)  --> STEP: 18 | > loss_disc: 2.485180616378784 (2.413827657699585) | > loss_disc_real_0: 0.13659416139125824 (0.14264245538247955) | > loss_disc_real_1: 0.20592080056667328 (0.22837413847446442) | > loss_disc_real_2: 0.24463365972042084 (0.1954902766479386) | > loss_disc_real_3: 0.18298082053661346 (0.2397227179672983) | > loss_disc_real_4: 0.1964005082845688 (0.23334698875745138) | > loss_disc_real_5: 0.16037693619728088 (0.2641274995274014) | > loss_0: 2.485180616378784 (2.413827657699585) | > loss_gen: 2.0421183109283447 (2.368616369035509) | > loss_kl: 3.117755651473999 (3.340670731332567) | > loss_feat: 6.586983680725098 (6.686569717195299) | > loss_mel: 17.367412567138672 (16.824081050025093) | > loss_duration: 2.245121479034424 (2.380158199204339) | > loss_1: 31.359390258789062 (31.600095748901367)  --> STEP: 19 | > loss_disc: 2.3966431617736816 (2.41292321054559) | > loss_disc_real_0: 0.16135630011558533 (0.14362739457895882) | > loss_disc_real_1: 0.23808553814888 (0.22888526477311788) | > loss_disc_real_2: 0.1906316876411438 (0.19523456143705467) | > loss_disc_real_3: 0.22634020447731018 (0.23901837515203575) | > loss_disc_real_4: 0.1945912092924118 (0.23130721089087034) | > loss_disc_real_5: 0.2546645700931549 (0.26362945060980947) | > loss_0: 2.3966431617736816 (2.41292321054559) | > loss_gen: 2.404163360595703 (2.3704872633281506) | > loss_kl: 2.458059787750244 (3.2942175237756026) | > loss_feat: 5.842623233795166 (6.642151481226871) | > loss_mel: 14.65612506866455 (16.709978103637695) | > loss_duration: 2.3620171546936035 (2.3792034073879846) | > loss_1: 27.72298812866211 (31.3960374530993)  --> STEP: 20 | > loss_disc: 2.2452139854431152 (2.4045377492904665) | > loss_disc_real_0: 0.11325102299451828 (0.14210857599973678) | > loss_disc_real_1: 0.18701966106891632 (0.22679198458790778) | > loss_disc_real_2: 0.21784479916095734 (0.1963650733232498) | > loss_disc_real_3: 0.21542751789093018 (0.23783883228898048) | > loss_disc_real_4: 0.20448696613311768 (0.2299661986529827) | > loss_disc_real_5: 0.19974437355995178 (0.2604351967573166) | > loss_0: 2.2452139854431152 (2.4045377492904665) | > loss_gen: 2.4139277935028076 (2.3726592898368835) | > loss_kl: 2.8403849601745605 (3.2715258955955506) | > loss_feat: 6.2651143074035645 (6.623299622535706) | > loss_mel: 16.32525062561035 (16.690741729736327) | > loss_duration: 2.3264551162719727 (2.3765659928321843) | > loss_1: 30.171131134033203 (31.334792137145996)  --> STEP: 21 | > loss_disc: 2.3561227321624756 (2.4022322722843716) | > loss_disc_real_0: 0.13776636123657227 (0.1419018038681575) | > loss_disc_real_1: 0.25351887941360474 (0.22806469386532194) | > loss_disc_real_2: 0.2256818413734436 (0.19776110989706858) | > loss_disc_real_3: 0.2486637681722641 (0.2383543054262797) | > loss_disc_real_4: 0.23419226706027985 (0.23016744000571115) | > loss_disc_real_5: 0.23158307373523712 (0.2590612861372176) | > loss_0: 2.3561227321624756 (2.4022322722843716) | > loss_gen: 2.5174431800842285 (2.3795537608010426) | > loss_kl: 2.09787917137146 (3.2156379563467845) | > loss_feat: 5.408534526824951 (6.565453665597098) | > loss_mel: 15.7962064743042 (16.64814481281099) | > loss_duration: 2.1943552494049072 (2.367889290764219) | > loss_1: 28.01441764831543 (31.176679066249303)  --> STEP: 22 | > loss_disc: 2.6472320556640625 (2.4133686260743574) | > loss_disc_real_0: 0.18348202109336853 (0.14379181374203073) | > loss_disc_real_1: 0.2835572063922882 (0.23058708079836585) | > loss_disc_real_2: 0.16716299951076508 (0.19637028669769113) | > loss_disc_real_3: 0.2210843861103058 (0.23756930909373544) | > loss_disc_real_4: 0.23375731706619263 (0.23033061623573303) | > loss_disc_real_5: 0.34085267782211304 (0.26277907666834915) | > loss_0: 2.6472320556640625 (2.4133686260743574) | > loss_gen: 2.2867913246154785 (2.3753372864289712) | > loss_kl: 2.4609031677246094 (3.181331829591231) | > loss_feat: 7.319144248962402 (6.599712328477339) | > loss_mel: 17.462499618530273 (16.685160940343685) | > loss_duration: 2.206169605255127 (2.360538395968351) | > loss_1: 31.735506057739258 (31.20208029313521)  --> STEP: 23 | > loss_disc: 2.610262632369995 (2.421929235043733) | > loss_disc_real_0: 0.27472060918807983 (0.149484370065772) | > loss_disc_real_1: 0.24745233356952667 (0.23132035265798154) | > loss_disc_real_2: 0.24278880655765533 (0.19838848321334177) | > loss_disc_real_3: 0.26901984214782715 (0.23893672357434811) | > loss_disc_real_4: 0.21033413708209991 (0.22946120409861856) | > loss_disc_real_5: 0.2597907483577728 (0.262649149350498) | > loss_0: 2.610262632369995 (2.421929235043733) | > loss_gen: 2.3945658206939697 (2.376173309657884) | > loss_kl: 3.0272417068481445 (3.1746322590371836) | > loss_feat: 6.307344436645508 (6.58700068100639) | > loss_mel: 17.591796875 (16.724579894024394) | > loss_duration: 2.3069400787353516 (2.358208034349525) | > loss_1: 31.62788963317871 (31.220593742702317)  --> STEP: 24 | > loss_disc: 2.2737812995910645 (2.415756404399872) | > loss_disc_real_0: 0.11493947356939316 (0.1480449993784229) | > loss_disc_real_1: 0.21153154969215393 (0.23049581920107207) | > loss_disc_real_2: 0.1775422990322113 (0.19751989220579466) | > loss_disc_real_3: 0.19415269792079926 (0.23707072250545025) | > loss_disc_real_4: 0.14794676005840302 (0.22606476893027624) | > loss_disc_real_5: 0.19273632764816284 (0.2597361151129007) | > loss_0: 2.2737812995910645 (2.415756404399872) | > loss_gen: 2.129418134689331 (2.365891844034194) | > loss_kl: 2.577709674835205 (3.1497604846954346) | > loss_feat: 5.652356147766113 (6.548057158788045) | > loss_mel: 16.347461700439453 (16.708866635958355) | > loss_duration: 2.4112956523895264 (2.360420018434525) | > loss_1: 29.118240356445312 (31.13299568494161)  --> STEP: 25 | > loss_disc: 2.448230504989624 (2.417055368423462) | > loss_disc_real_0: 0.16839849948883057 (0.1488591393828392) | > loss_disc_real_1: 0.23528215289115906 (0.23068727254867555) | > loss_disc_real_2: 0.15523669123649597 (0.1958285641670227) | > loss_disc_real_3: 0.24797600507736206 (0.23750693380832671) | > loss_disc_real_4: 0.2697620987892151 (0.2278126621246338) | > loss_disc_real_5: 0.2583710551261902 (0.25968151271343226) | > loss_0: 2.448230504989624 (2.417055368423462) | > loss_gen: 2.415074348449707 (2.3678591442108146) | > loss_kl: 3.2483091354370117 (3.153702430725098) | > loss_feat: 5.894094467163086 (6.521898651123047) | > loss_mel: 13.116405487060547 (16.565168190002442) | > loss_duration: 2.4019012451171875 (2.362079267501832) | > loss_1: 27.075782775878906 (30.9707071685791)  --> STEP: 26 | > loss_disc: 2.4866316318511963 (2.419731378555298) | > loss_disc_real_0: 0.07343488931655884 (0.14595820668798226) | > loss_disc_real_1: 0.22803640365600586 (0.23058531605280363) | > loss_disc_real_2: 0.19891518354415894 (0.19594728029691255) | > loss_disc_real_3: 0.19720624387264252 (0.23595690727233887) | > loss_disc_real_4: 0.18457452952861786 (0.226149657024787) | > loss_disc_real_5: 0.25347086787223816 (0.25944264175800175) | > loss_0: 2.4866316318511963 (2.419731378555298) | > loss_gen: 1.7448674440383911 (2.3438979249734135) | > loss_kl: 2.3095977306365967 (3.1212368653370786) | > loss_feat: 3.0028650760650635 (6.386551205928509) | > loss_mel: 11.126599311828613 (16.35599246391883) | > loss_duration: 2.307724714279175 (2.359988707762499) | > loss_1: 20.491653442382812 (30.567666640648476) --> EVAL PERFORMANCE | > avg_loader_time: 0.002537406407869779 (+9.130514585054894e-05) | > avg_loss_disc: 2.419731378555298 (-0.09160186694218542) | > avg_loss_disc_real_0: 0.14595820668798226 (-0.11116139619396276) | > avg_loss_disc_real_1: 0.23058531605280363 (-0.039866147133020224) | > avg_loss_disc_real_2: 0.19594728029691255 (-0.06783242294421565) | > avg_loss_disc_real_3: 0.23595690727233887 (-0.011046338539857203) | > avg_loss_disc_real_4: 0.226149657024787 (-0.04247125352804476) | > avg_loss_disc_real_5: 0.25944264175800175 (-0.0029101440539727186) | > avg_loss_0: 2.419731378555298 (-0.09160186694218542) | > avg_loss_gen: 2.3438979249734135 (-0.5576666180904106) | > avg_loss_kl: 3.1212368653370786 (+0.23151705815241908) | > avg_loss_feat: 6.386551205928509 (-0.7451019745606642) | > avg_loss_mel: 16.35599246391883 (-0.9048741413996773) | > avg_loss_duration: 2.359988707762499 (-0.0011813823993387373) | > avg_loss_1: 30.567666640648476 (-1.9773078331580507)  > EPOCH: 898/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:02:50)   --> TIME: 2024-06-12 07:02:55 -- STEP: 9/330 -- GLOBAL_STEP: 384350 | > loss_disc: 2.3477649688720703 (2.316508690516154) | > loss_disc_real_0: 0.0690150260925293 (0.10884268664651447) | > loss_disc_real_1: 0.20916256308555603 (0.183270158039199) | > loss_disc_real_2: 0.21089409291744232 (0.20662966205014122) | > loss_disc_real_3: 0.2343073934316635 (0.22324921687444052) | > loss_disc_real_4: 0.25236064195632935 (0.22673630548848045) | > loss_disc_real_5: 0.23431849479675293 (0.2369891322321362) | > loss_0: 2.3477649688720703 (2.316508690516154) | > grad_norm_0: tensor(5.7655, device='cuda:0') (tensor(7.3726, device='cuda:0')) | > loss_gen: 2.5717825889587402 (2.49066064092848) | > loss_kl: 2.033492088317871 (1.933850646018982) | > loss_feat: 6.781214237213135 (6.918413903978136) | > loss_mel: 17.939510345458984 (17.47247314453125) | > loss_duration: 2.0680782794952393 (2.0941065417395697) | > loss_1: 31.394079208374023 (30.909505208333332) | > grad_norm_1: tensor(73.0430, device='cuda:0') (tensor(73.5353, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3568 (0.3648136191897922) | > loader_time: 0.0027 (0.002967569563123915)  --> TIME: 2024-06-12 07:03:04 -- STEP: 34/330 -- GLOBAL_STEP: 384375 | > loss_disc: 2.3719890117645264 (2.3557250149109783) | > loss_disc_real_0: 0.10702797770500183 (0.10490800966234769) | > loss_disc_real_1: 0.1713166981935501 (0.18962348603150422) | > loss_disc_real_2: 0.1999843865633011 (0.2118498656679602) | > loss_disc_real_3: 0.2020670473575592 (0.22961796338067336) | > loss_disc_real_4: 0.21217940747737885 (0.2318557470160372) | > loss_disc_real_5: 0.24559925496578217 (0.22704237042104497) | > loss_0: 2.3719890117645264 (2.3557250149109783) | > grad_norm_0: tensor(6.8817, device='cuda:0') (tensor(8.2258, device='cuda:0')) | > loss_gen: 2.551917552947998 (2.4848375110065235) | > loss_kl: 2.063994884490967 (1.9147765601382536) | > loss_feat: 7.121241569519043 (6.97925274512347) | > loss_mel: 16.916501998901367 (17.32250421187457) | > loss_duration: 1.9768106937408447 (1.997173432041617) | > loss_1: 30.63046646118164 (30.698544390061322) | > grad_norm_1: tensor(110.2659, device='cuda:0') (tensor(74.8529, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3639 (0.36003071420332966) | > loader_time: 0.0031 (0.003215319970074822)  --> TIME: 2024-06-12 07:03:13 -- STEP: 59/330 -- GLOBAL_STEP: 384400 | > loss_disc: 2.3763182163238525 (2.35597409232188) | > loss_disc_real_0: 0.07276914268732071 (0.10644264866487455) | > loss_disc_real_1: 0.20206010341644287 (0.1926321197869414) | > loss_disc_real_2: 0.18138855695724487 (0.21159175114106324) | > loss_disc_real_3: 0.23996971547603607 (0.22749402740244137) | > loss_disc_real_4: 0.24335572123527527 (0.23100335567684496) | > loss_disc_real_5: 0.2514922618865967 (0.22468388888795496) | > loss_0: 2.3763182163238525 (2.35597409232188) | > grad_norm_0: tensor(7.8270, device='cuda:0') (tensor(8.2890, device='cuda:0')) | > loss_gen: 2.5444183349609375 (2.4856266934992903) | > loss_kl: 2.056422710418701 (1.9352759991661976) | > loss_feat: 6.689878940582275 (6.986549442097292) | > loss_mel: 16.008970260620117 (17.202275066052458) | > loss_duration: 1.9448292255401611 (1.982136603129112) | > loss_1: 29.24452018737793 (30.591863729185977) | > grad_norm_1: tensor(61.4325, device='cuda:0') (tensor(86.8906, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3759 (0.3608056327043954) | > loader_time: 0.0034 (0.0033489283868822)  --> TIME: 2024-06-12 07:03:23 -- STEP: 84/330 -- GLOBAL_STEP: 384425 | > loss_disc: 2.3042891025543213 (2.36063494001116) | > loss_disc_real_0: 0.06061107665300369 (0.10690911810490347) | > loss_disc_real_1: 0.20557591319084167 (0.19440896933277452) | > loss_disc_real_2: 0.192169651389122 (0.21185691406329474) | > loss_disc_real_3: 0.2398790568113327 (0.22881655253115155) | > loss_disc_real_4: 0.20869849622249603 (0.23219394293569384) | > loss_disc_real_5: 0.21734747290611267 (0.22551257748688971) | > loss_0: 2.3042891025543213 (2.36063494001116) | > grad_norm_0: tensor(17.8525, device='cuda:0') (tensor(8.3539, device='cuda:0')) | > loss_gen: 2.5136163234710693 (2.482212035428911) | > loss_kl: 2.05106258392334 (1.955494115749995) | > loss_feat: 7.118861198425293 (7.001404325167338) | > loss_mel: 17.52391815185547 (17.21619540169126) | > loss_duration: 2.036734104156494 (1.9769546006407057) | > loss_1: 31.244192123413086 (30.63226034527733) | > grad_norm_1: tensor(167.8416, device='cuda:0') (tensor(90.5397, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3747 (0.3673823277155558) | > loader_time: 0.0038 (0.003549388476780483)  --> TIME: 2024-06-12 07:03:33 -- STEP: 109/330 -- GLOBAL_STEP: 384450 | > loss_disc: 2.3254518508911133 (2.3577719456558923) | > loss_disc_real_0: 0.11172037571668625 (0.10777891642593462) | > loss_disc_real_1: 0.22988222539424896 (0.19514801947895544) | > loss_disc_real_2: 0.21979841589927673 (0.21108281858470462) | > loss_disc_real_3: 0.2034860998392105 (0.22896488120249653) | > loss_disc_real_4: 0.21620453894138336 (0.23185043706806427) | > loss_disc_real_5: 0.21254508197307587 (0.2247568308760267) | > loss_0: 2.3254518508911133 (2.3577719456558923) | > grad_norm_0: tensor(9.2066, device='cuda:0') (tensor(8.4553, device='cuda:0')) | > loss_gen: 2.524146795272827 (2.480860911378074) | > loss_kl: 1.8979299068450928 (1.9733047386921874) | > loss_feat: 7.089120864868164 (6.994607269217115) | > loss_mel: 16.98044204711914 (17.170211389524123) | > loss_duration: 1.934551477432251 (1.9793780582760452) | > loss_1: 30.426191329956055 (30.598362283969145) | > grad_norm_1: tensor(137.3345, device='cuda:0') (tensor(96.3192, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3975 (0.3756909217309514) | > loader_time: 0.004 (0.0036842735535507903)  --> TIME: 2024-06-12 07:03:44 -- STEP: 134/330 -- GLOBAL_STEP: 384475 | > loss_disc: 2.2884788513183594 (2.3553918190856473) | > loss_disc_real_0: 0.10640835762023926 (0.10827863224740349) | > loss_disc_real_1: 0.17131049931049347 (0.1939733012843488) | > loss_disc_real_2: 0.20292453467845917 (0.21131755133618169) | > loss_disc_real_3: 0.2189180701971054 (0.2292021353965375) | > loss_disc_real_4: 0.23934806883335114 (0.23140095374477443) | > loss_disc_real_5: 0.20996175706386566 (0.224816365473306) | > loss_0: 2.2884788513183594 (2.3553918190856473) | > grad_norm_0: tensor(15.6363, device='cuda:0') (tensor(9.4150, device='cuda:0')) | > loss_gen: 2.4808497428894043 (2.485149132671642) | > loss_kl: 1.9823870658874512 (1.9847467345977896) | > loss_feat: 7.290427207946777 (7.011622197592437) | > loss_mel: 17.075660705566406 (17.192269311022397) | > loss_duration: 2.0141189098358154 (1.9837659810906025) | > loss_1: 30.843442916870117 (30.657553274240065) | > grad_norm_1: tensor(338.1000, device='cuda:0') (tensor(114.4951, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3829 (0.37951400742601993) | > loader_time: 0.0042 (0.0038179461635760407)  --> TIME: 2024-06-12 07:03:53 -- STEP: 159/330 -- GLOBAL_STEP: 384500 | > loss_disc: 2.3065218925476074 (2.354234554482705) | > loss_disc_real_0: 0.11528762429952621 (0.10969227320461902) | > loss_disc_real_1: 0.2087641805410385 (0.19499009772666598) | > loss_disc_real_2: 0.20422939956188202 (0.2115871811625343) | > loss_disc_real_3: 0.23404988646507263 (0.22876683074348378) | > loss_disc_real_4: 0.214572474360466 (0.23082124540266) | > loss_disc_real_5: 0.22153989970684052 (0.22266550184045947) | > loss_0: 2.3065218925476074 (2.354234554482705) | > grad_norm_0: tensor(16.1608, device='cuda:0') (tensor(11.3220, device='cuda:0')) | > loss_gen: 2.5922396183013916 (2.488747115405102) | > loss_kl: 2.01987624168396 (1.9978934091591984) | > loss_feat: 7.052803993225098 (7.018842826099516) | > loss_mel: 17.60141372680664 (17.176909806593407) | > loss_duration: 2.005133867263794 (1.987183303203223) | > loss_1: 31.271469116210938 (30.669576380987586) | > grad_norm_1: tensor(115.3410, device='cuda:0') (tensor(143.0390, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3782 (0.3793123713079489) | > loader_time: 0.0043 (0.003893012520652147) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_384500.pth  --> TIME: 2024-06-12 07:04:08 -- STEP: 184/330 -- GLOBAL_STEP: 384525 | > loss_disc: 2.472184419631958 (2.3586312221444166) | > loss_disc_real_0: 0.11824686825275421 (0.11161889846477172) | > loss_disc_real_1: 0.2473430186510086 (0.19545461998685554) | > loss_disc_real_2: 0.23282285034656525 (0.21184002429894783) | > loss_disc_real_3: 0.2558349370956421 (0.22946636176303678) | > loss_disc_real_4: 0.26297345757484436 (0.23086458533678367) | > loss_disc_real_5: 0.2726580500602722 (0.2234355521428844) | > loss_0: 2.472184419631958 (2.3586312221444166) | > grad_norm_0: tensor(12.3973, device='cuda:0') (tensor(12.3890, device='cuda:0')) | > loss_gen: 2.417893886566162 (2.4869990672754234) | > loss_kl: 1.945399522781372 (2.0067179170639604) | > loss_feat: 6.270630836486816 (7.018617878789487) | > loss_mel: 15.991464614868164 (17.16787682927173) | > loss_duration: 2.039327383041382 (1.995011973640193) | > loss_1: 28.664716720581055 (30.675223620041557) | > grad_norm_1: tensor(65.3294, device='cuda:0') (tensor(161.4286, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.3882 (0.3809573170931443) | > loader_time: 0.0051 (0.004012009371881899)  --> TIME: 2024-06-12 07:04:18 -- STEP: 209/330 -- GLOBAL_STEP: 384550 | > loss_disc: 2.375993251800537 (2.3626925135343257) | > loss_disc_real_0: 0.07067324221134186 (0.11404250596057285) | > loss_disc_real_1: 0.17677487432956696 (0.19545911837137495) | > loss_disc_real_2: 0.20512524247169495 (0.21179618141012332) | > loss_disc_real_3: 0.23253414034843445 (0.2297168479581769) | > loss_disc_real_4: 0.2390514463186264 (0.23095784874624042) | > loss_disc_real_5: 0.2445158064365387 (0.22312700106766806) | > loss_0: 2.375993251800537 (2.3626925135343257) | > grad_norm_0: tensor(32.6271, device='cuda:0') (tensor(13.8224, device='cuda:0')) | > loss_gen: 2.381589889526367 (2.4857281862833887) | > loss_kl: 2.060324192047119 (2.012103389895133) | > loss_feat: 7.1854095458984375 (7.010392786783465) | > loss_mel: 17.09829330444336 (17.12690907346004) | > loss_duration: 2.0943312644958496 (2.0036185232646164) | > loss_1: 30.819948196411133 (30.63875189238188) | > grad_norm_1: tensor(370.1074, device='cuda:0') (tensor(182.6973, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.409 (0.38308099468358964) | > loader_time: 0.0052 (0.004137050592157829)  --> TIME: 2024-06-12 07:04:29 -- STEP: 234/330 -- GLOBAL_STEP: 384575 | > loss_disc: 2.331264019012451 (2.3631186169436833) | > loss_disc_real_0: 0.11952020227909088 (0.11490256449159904) | > loss_disc_real_1: 0.21471747756004333 (0.19561501547821572) | > loss_disc_real_2: 0.21595335006713867 (0.21157239708635545) | > loss_disc_real_3: 0.24664634466171265 (0.22965822973821917) | > loss_disc_real_4: 0.24201209843158722 (0.23123863912545717) | > loss_disc_real_5: 0.22819702327251434 (0.22266740288235184) | > loss_0: 2.331264019012451 (2.3631186169436833) | > grad_norm_0: tensor(17.2940, device='cuda:0') (tensor(15.3261, device='cuda:0')) | > loss_gen: 2.614518642425537 (2.4875722899396226) | > loss_kl: 1.9120367765426636 (2.0209866594045596) | > loss_feat: 6.21464729309082 (6.982832348244822) | > loss_mel: 16.487781524658203 (17.09036417904063) | > loss_duration: 2.085066318511963 (2.0130371578738226) | > loss_1: 29.314050674438477 (30.59479258610652) | > grad_norm_1: tensor(511.5659, device='cuda:0') (tensor(202.9449, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.4158 (0.38650003253904164) | > loader_time: 0.0069 (0.00430646717038929)  --> TIME: 2024-06-12 07:04:40 -- STEP: 259/330 -- GLOBAL_STEP: 384600 | > loss_disc: 2.270333766937256 (2.365492966184283) | > loss_disc_real_0: 0.1465589702129364 (0.11648859375634708) | > loss_disc_real_1: 0.19027991592884064 (0.1953637421591402) | > loss_disc_real_2: 0.17326469719409943 (0.21141428301923526) | > loss_disc_real_3: 0.2101849615573883 (0.22963590212310142) | > loss_disc_real_4: 0.228377103805542 (0.23139903616721105) | > loss_disc_real_5: 0.1978149712085724 (0.22268669157644957) | > loss_0: 2.270333766937256 (2.365492966184283) | > grad_norm_0: tensor(42.7115, device='cuda:0') (tensor(16.9615, device='cuda:0')) | > loss_gen: 2.606367349624634 (2.4878076586484017) | > loss_kl: 1.967716097831726 (2.0284668547766542) | > loss_feat: 7.517494201660156 (6.9958514246701275) | > loss_mel: 16.553020477294922 (17.050154623377733) | > loss_duration: 2.133061408996582 (2.0215186934673657) | > loss_1: 30.777660369873047 (30.58379922962557) | > grad_norm_1: tensor(512.9439, device='cuda:0') (tensor(223.5312, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.4301 (0.39077684778044125) | > loader_time: 0.0058 (0.004462669254730107)  --> TIME: 2024-06-12 07:04:51 -- STEP: 284/330 -- GLOBAL_STEP: 384625 | > loss_disc: 2.368786573410034 (2.369505768090905) | > loss_disc_real_0: 0.11265512555837631 (0.1179684448173978) | > loss_disc_real_1: 0.20022056996822357 (0.1956995957544153) | > loss_disc_real_2: 0.17649060487747192 (0.21141552940850528) | > loss_disc_real_3: 0.20507819950580597 (0.22978831717455891) | > loss_disc_real_4: 0.23107939958572388 (0.2315093010768924) | > loss_disc_real_5: 0.2241300344467163 (0.22309446639158356) | > loss_0: 2.368786573410034 (2.369505768090905) | > grad_norm_0: tensor(17.3715, device='cuda:0') (tensor(17.8139, device='cuda:0')) | > loss_gen: 2.4326300621032715 (2.483679488511155) | > loss_kl: 2.085540533065796 (2.0346483642786315) | > loss_feat: 7.686081409454346 (6.990687084869602) | > loss_mel: 17.468229293823242 (17.007658229747282) | > loss_duration: 2.146242141723633 (2.0316726901161846) | > loss_1: 31.818723678588867 (30.548345827720535) | > grad_norm_1: tensor(234.9382, device='cuda:0') (tensor(236.1928, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.4454 (0.3953612043823994) | > loader_time: 0.006 (0.004594534215792805)  --> TIME: 2024-06-12 07:05:03 -- STEP: 309/330 -- GLOBAL_STEP: 384650 | > loss_disc: 2.3293612003326416 (2.3708954713876955) | > loss_disc_real_0: 0.12136781215667725 (0.11886241811427098) | > loss_disc_real_1: 0.16526396572589874 (0.1959230238179945) | > loss_disc_real_2: 0.20711678266525269 (0.21178337295078545) | > loss_disc_real_3: 0.22686649858951569 (0.22987012352951136) | > loss_disc_real_4: 0.22013624012470245 (0.2314707965237423) | > loss_disc_real_5: 0.20839174091815948 (0.22249944440562364) | > loss_0: 2.3293612003326416 (2.3708954713876955) | > grad_norm_0: tensor(34.3517, device='cuda:0') (tensor(18.5867, device='cuda:0')) | > loss_gen: 2.4679999351501465 (2.480580831422777) | > loss_kl: 2.025367021560669 (2.0409224145234965) | > loss_feat: 7.560349941253662 (6.997909383866395) | > loss_mel: 16.623353958129883 (16.965765487028932) | > loss_duration: 2.212088108062744 (2.043920802452804) | > loss_1: 30.88916015625 (30.529098881101145) | > grad_norm_1: tensor(460.3885, device='cuda:0') (tensor(250.2356, device='cuda:0')) | > current_lr_0: 0.00017876290063210522 | > current_lr_1: 0.00017876290063210522 | > step_time: 0.5099 (0.4017314093012638) | > loader_time: 0.0071 (0.004775873665670747)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.609333038330078 (2.609333038330078) | > loss_disc_real_0: 0.1889604777097702 (0.1889604777097702) | > loss_disc_real_1: 0.12282334268093109 (0.12282334268093109) | > loss_disc_real_2: 0.2720808684825897 (0.2720808684825897) | > loss_disc_real_3: 0.1903512328863144 (0.1903512328863144) | > loss_disc_real_4: 0.239777073264122 (0.239777073264122) | > loss_disc_real_5: 0.22115741670131683 (0.22115741670131683) | > loss_0: 2.609333038330078 (2.609333038330078) | > loss_gen: 2.139274835586548 (2.139274835586548) | > loss_kl: 2.2299041748046875 (2.2299041748046875) | > loss_feat: 6.755653381347656 (6.755653381347656) | > loss_mel: 17.098037719726562 (17.098037719726562) | > loss_duration: 3.056192636489868 (3.056192636489868) | > loss_1: 31.279062271118164 (31.279062271118164)  --> STEP: 1 | > loss_disc: 2.2499611377716064 (2.2499611377716064) | > loss_disc_real_0: 0.07089957594871521 (0.07089957594871521) | > loss_disc_real_1: 0.1552925556898117 (0.1552925556898117) | > loss_disc_real_2: 0.20795057713985443 (0.20795057713985443) | > loss_disc_real_3: 0.18893302977085114 (0.18893302977085114) | > loss_disc_real_4: 0.2292579710483551 (0.2292579710483551) | > loss_disc_real_5: 0.1536363661289215 (0.1536363661289215) | > loss_0: 2.2499611377716064 (2.2499611377716064) | > loss_gen: 2.1147806644439697 (2.1147806644439697) | > loss_kl: 3.208287239074707 (3.208287239074707) | > loss_feat: 6.074947357177734 (6.074947357177734) | > loss_mel: 16.78624725341797 (16.78624725341797) | > loss_duration: 2.5303845405578613 (2.5303845405578613) | > loss_1: 30.714645385742188 (30.714645385742188)  --> STEP: 2 | > loss_disc: 2.615952968597412 (2.4329570531845093) | > loss_disc_real_0: 0.09971368312835693 (0.08530662953853607) | > loss_disc_real_1: 0.1617119014263153 (0.1585022285580635) | > loss_disc_real_2: 0.18589061498641968 (0.19692059606313705) | > loss_disc_real_3: 0.2105480432510376 (0.19974053651094437) | > loss_disc_real_4: 0.21335338056087494 (0.22130567580461502) | > loss_disc_real_5: 0.2643648386001587 (0.2090006023645401) | > loss_0: 2.615952968597412 (2.4329570531845093) | > loss_gen: 1.85025155544281 (1.98251610994339) | > loss_kl: 3.126549482345581 (3.167418360710144) | > loss_feat: 7.1830153465271 (6.628981351852417) | > loss_mel: 19.825214385986328 (18.30573081970215) | > loss_duration: 2.4606072902679443 (2.495495915412903) | > loss_1: 34.44563674926758 (32.58014106750488)  --> STEP: 3 | > loss_disc: 2.2617883682250977 (2.3759008248647056) | > loss_disc_real_0: 0.11396350711584091 (0.09485892206430435) | > loss_disc_real_1: 0.1158444955945015 (0.14428298423687616) | > loss_disc_real_2: 0.14202256500720978 (0.17862125237782797) | > loss_disc_real_3: 0.27580663561820984 (0.22509590288003287) | > loss_disc_real_4: 0.22960437834262848 (0.22407190998395285) | > loss_disc_real_5: 0.21666191518306732 (0.21155437330404916) | > loss_0: 2.2617883682250977 (2.3759008248647056) | > loss_gen: 2.1667487621307373 (2.043926994005839) | > loss_kl: 4.599241733551025 (3.644692818323771) | > loss_feat: 6.8446455001831055 (6.7008694012959795) | > loss_mel: 17.15836524963379 (17.923275629679363) | > loss_duration: 2.3279008865356445 (2.43963090578715) | > loss_1: 33.096900939941406 (32.752394358317055)  --> STEP: 4 | > loss_disc: 2.4685957431793213 (2.3990745544433594) | > loss_disc_real_0: 0.09697924554347992 (0.09538900293409824) | > loss_disc_real_1: 0.19931460916996002 (0.15804089047014713) | > loss_disc_real_2: 0.17432665824890137 (0.1775476038455963) | > loss_disc_real_3: 0.2638688087463379 (0.23478912934660912) | > loss_disc_real_4: 0.19949129223823547 (0.2179267555475235) | > loss_disc_real_5: 0.2456817924976349 (0.2200862281024456) | > loss_0: 2.4685957431793213 (2.3990745544433594) | > loss_gen: 2.157304048538208 (2.0722712576389313) | > loss_kl: 3.246046543121338 (3.545031249523163) | > loss_feat: 7.745601654052734 (6.9620524644851685) | > loss_mel: 18.06072235107422 (17.957637310028076) | > loss_duration: 2.304079294204712 (2.4057430028915405) | > loss_1: 33.513755798339844 (32.942734718322754)  --> STEP: 5 | > loss_disc: 2.35713791847229 (2.3906872272491455) | > loss_disc_real_0: 0.13650032877922058 (0.10361126810312271) | > loss_disc_real_1: 0.13041812181472778 (0.15251633673906326) | > loss_disc_real_2: 0.19234783947467804 (0.18050765097141266) | > loss_disc_real_3: 0.2560018002986908 (0.23903166353702546) | > loss_disc_real_4: 0.23613055050373077 (0.22156751453876494) | > loss_disc_real_5: 0.21440698206424713 (0.2189503788948059) | > loss_0: 2.35713791847229 (2.3906872272491455) | > loss_gen: 2.1679863929748535 (2.091414284706116) | > loss_kl: 2.673276662826538 (3.370680332183838) | > loss_feat: 5.059912204742432 (6.5816244125366214) | > loss_mel: 17.074953079223633 (17.781100463867187) | > loss_duration: 2.3702337741851807 (2.3986411571502684) | > loss_1: 29.34636116027832 (32.223460006713864)  --> STEP: 6 | > loss_disc: 2.2738630771636963 (2.3712165355682373) | > loss_disc_real_0: 0.061379071325063705 (0.09657256864011288) | > loss_disc_real_1: 0.055218521505594254 (0.13630003420015177) | > loss_disc_real_2: 0.18106494843959808 (0.1806005338827769) | > loss_disc_real_3: 0.20976276695728302 (0.2341535141070684) | > loss_disc_real_4: 0.28049084544181824 (0.23138806968927383) | > loss_disc_real_5: 0.22827348113059998 (0.22050422926743826) | > loss_0: 2.2738630771636963 (2.3712165355682373) | > loss_gen: 2.2986433506011963 (2.1259524623552957) | > loss_kl: 3.456160068511963 (3.384926954905192) | > loss_feat: 6.867474555969238 (6.629266103108724) | > loss_mel: 18.10463523864746 (17.835022926330566) | > loss_duration: 2.179880380630493 (2.362181027730306) | > loss_1: 32.906795501708984 (32.33734925587972)  --> STEP: 7 | > loss_disc: 2.1651599407196045 (2.34177987916129) | > loss_disc_real_0: 0.06731630116701126 (0.09239310185824122) | > loss_disc_real_1: 0.12263699620962143 (0.134348171630076) | > loss_disc_real_2: 0.1961456835269928 (0.18282126954623631) | > loss_disc_real_3: 0.15060122311115265 (0.2222174725362233) | > loss_disc_real_4: 0.1711300164461136 (0.22277977636882237) | > loss_disc_real_5: 0.1526864767074585 (0.21081597890172685) | > loss_0: 2.1651599407196045 (2.34177987916129) | > loss_gen: 2.150200843811035 (2.129416516848973) | > loss_kl: 4.337879657745361 (3.5210630553109303) | > loss_feat: 7.8091912269592285 (6.797826835087368) | > loss_mel: 18.476083755493164 (17.926603044782365) | > loss_duration: 2.465475559234619 (2.3769373893737793) | > loss_1: 35.23883056640625 (32.75184658595494)  --> STEP: 8 | > loss_disc: 2.5543012619018555 (2.3683450520038605) | > loss_disc_real_0: 0.062124334275722504 (0.08860950591042638) | > loss_disc_real_1: 0.13707281649112701 (0.13468875223770738) | > loss_disc_real_2: 0.1990041732788086 (0.18484413251280785) | > loss_disc_real_3: 0.3336702287197113 (0.23614906705915928) | > loss_disc_real_4: 0.16513702273368835 (0.21557443216443062) | > loss_disc_real_5: 0.18940281867980957 (0.2081393338739872) | > loss_0: 2.5543012619018555 (2.3683450520038605) | > loss_gen: 1.9586982727050781 (2.108076736330986) | > loss_kl: 3.596052885055542 (3.530436784029007) | > loss_feat: 8.595670700073242 (7.022557318210602) | > loss_mel: 18.636417388916016 (18.015329837799072) | > loss_duration: 2.2601635456085205 (2.362340658903122) | > loss_1: 35.047000885009766 (33.03874087333679)  --> STEP: 9 | > loss_disc: 2.480961799621582 (2.3808580239613852) | > loss_disc_real_0: 0.08881081640720367 (0.08863187374340163) | > loss_disc_real_1: 0.09312184900045395 (0.13007020743356812) | > loss_disc_real_2: 0.18173281848430634 (0.18449843095408547) | > loss_disc_real_3: 0.27903643250465393 (0.24091432988643646) | > loss_disc_real_4: 0.21702976524829865 (0.21573613584041595) | > loss_disc_real_5: 0.2585744857788086 (0.21374323964118958) | > loss_0: 2.480961799621582 (2.3808580239613852) | > loss_gen: 2.300096273422241 (2.1294122404522366) | > loss_kl: 3.046076536178589 (3.4766189787122936) | > loss_feat: 9.43077564239502 (7.29013713200887) | > loss_mel: 19.155275344848633 (18.141990449693466) | > loss_duration: 2.210841178894043 (2.3455073833465576) | > loss_1: 36.14306640625 (33.38366593254937)  --> STEP: 10 | > loss_disc: 2.341587781906128 (2.376930999755859) | > loss_disc_real_0: 0.08312827348709106 (0.08808151371777058) | > loss_disc_real_1: 0.12883396446704865 (0.12994658313691615) | > loss_disc_real_2: 0.24007000029087067 (0.19005558788776397) | > loss_disc_real_3: 0.21470585465431213 (0.23829348236322404) | > loss_disc_real_4: 0.17552022635936737 (0.2117145448923111) | > loss_disc_real_5: 0.19806739687919617 (0.21217565536499022) | > loss_0: 2.341587781906128 (2.376930999755859) | > loss_gen: 2.1744885444641113 (2.133919870853424) | > loss_kl: 2.7733187675476074 (3.4062889575958253) | > loss_feat: 7.043845176696777 (7.265507936477661) | > loss_mel: 17.289901733398438 (18.056781578063966) | > loss_duration: 2.3342223167419434 (2.344378876686096) | > loss_1: 31.61577606201172 (33.20687694549561)  --> STEP: 11 | > loss_disc: 2.5378105640411377 (2.3915564146908848) | > loss_disc_real_0: 0.10310214757919312 (0.08944702588699081) | > loss_disc_real_1: 0.15023323893547058 (0.1317908245731484) | > loss_disc_real_2: 0.19323281943798065 (0.19034442711960187) | > loss_disc_real_3: 0.1988953948020935 (0.2347118380394849) | > loss_disc_real_4: 0.22266361117362976 (0.21270991455424915) | > loss_disc_real_5: 0.26444211602211 (0.21692715178836475) | > loss_0: 2.5378105640411377 (2.3915564146908848) | > loss_gen: 1.9517406225204468 (2.1173581210049717) | > loss_kl: 4.350768566131592 (3.492150740189986) | > loss_feat: 6.155349254608154 (7.164584419944069) | > loss_mel: 15.542139053344727 (17.8281777121804) | > loss_duration: 2.4549765586853027 (2.354433211413297) | > loss_1: 30.454973220825195 (32.95670387961648)  --> STEP: 12 | > loss_disc: 2.584216356277466 (2.4076114098230996) | > loss_disc_real_0: 0.1084664985537529 (0.09103198194255431) | > loss_disc_real_1: 0.15009349584579468 (0.13331604717920223) | > loss_disc_real_2: 0.2818421423435211 (0.19796923672159514) | > loss_disc_real_3: 0.17405487596988678 (0.22965709120035172) | > loss_disc_real_4: 0.19075150787830353 (0.21088004733125368) | > loss_disc_real_5: 0.19781194627285004 (0.2153342179954052) | > loss_0: 2.584216356277466 (2.4076114098230996) | > loss_gen: 1.8295553922653198 (2.093374560276667) | > loss_kl: 3.3043038845062256 (3.4764968355496726) | > loss_feat: 6.938582420349121 (7.145750919977824) | > loss_mel: 16.242935180664062 (17.69607416788737) | > loss_duration: 2.2798562049865723 (2.3482184608777366) | > loss_1: 30.595232009887695 (32.759914557139076)  --> STEP: 13 | > loss_disc: 2.494553327560425 (2.414299249649048) | > loss_disc_real_0: 0.12060778588056564 (0.09330704378393981) | > loss_disc_real_1: 0.1506700962781906 (0.13465097403297058) | > loss_disc_real_2: 0.2281651645898819 (0.20029200040377104) | > loss_disc_real_3: 0.2786726951599121 (0.23342752227416405) | > loss_disc_real_4: 0.24925777316093445 (0.21383218008738297) | > loss_disc_real_5: 0.21966582536697388 (0.21566741856244895) | > loss_0: 2.494553327560425 (2.414299249649048) | > loss_gen: 2.13051438331604 (2.0962314697412343) | > loss_kl: 3.2750301361083984 (3.460999397131113) | > loss_feat: 5.693966865539551 (7.0340752234825725) | > loss_mel: 17.635162353515625 (17.69138864370493) | > loss_duration: 2.239377498626709 (2.339846079166119) | > loss_1: 30.97405242919922 (32.622540547297554)  --> STEP: 14 | > loss_disc: 2.561217784881592 (2.4247934307370866) | > loss_disc_real_0: 0.0628698542714119 (0.09113295881875924) | > loss_disc_real_1: 0.12366972863674164 (0.13386659936181136) | > loss_disc_real_2: 0.16280204057693481 (0.19761414613042558) | > loss_disc_real_3: 0.28466665744781494 (0.23708746050085341) | > loss_disc_real_4: 0.2745264172554016 (0.21816748274224146) | > loss_disc_real_5: 0.21642445027828217 (0.21572149225643703) | > loss_0: 2.561217784881592 (2.4247934307370866) | > loss_gen: 1.8342032432556152 (2.0775151678494046) | > loss_kl: 4.086785793304443 (3.505698425429208) | > loss_feat: 7.959397315979004 (7.100169658660889) | > loss_mel: 20.052776336669922 (17.860059193202428) | > loss_duration: 2.427834987640381 (2.346131001199995) | > loss_1: 36.36099624633789 (32.88957309722901)  --> STEP: 15 | > loss_disc: 2.3521924018859863 (2.4199533621470133) | > loss_disc_real_0: 0.10906235873699188 (0.0923282521466414) | > loss_disc_real_1: 0.17384278774261475 (0.13653167858719825) | > loss_disc_real_2: 0.22763967514038086 (0.19961584806442262) | > loss_disc_real_3: 0.2969638407230377 (0.24107921918233235) | > loss_disc_real_4: 0.22852204740047455 (0.21885778705279033) | > loss_disc_real_5: 0.22470396757125854 (0.21632032394409179) | > loss_0: 2.3521924018859863 (2.4199533621470133) | > loss_gen: 2.4642586708068848 (2.10329806804657) | > loss_kl: 3.7405025959014893 (3.5213520367940268) | > loss_feat: 7.821312427520752 (7.148245843251546) | > loss_mel: 17.04252052307129 (17.805556615193684) | > loss_duration: 2.354387044906616 (2.3466814041137694) | > loss_1: 33.42298126220703 (32.92513364156088)  --> STEP: 16 | > loss_disc: 2.541156053543091 (2.427528530359268) | > loss_disc_real_0: 0.0966230034828186 (0.09259667410515249) | > loss_disc_real_1: 0.12293713539838791 (0.1356820196378976) | > loss_disc_real_2: 0.22668741643428802 (0.2013078210875392) | > loss_disc_real_3: 0.28257042169570923 (0.2436724193394184) | > loss_disc_real_4: 0.2697218358516693 (0.22203679010272026) | > loss_disc_real_5: 0.2317546010017395 (0.21728496626019478) | > loss_0: 2.541156053543091 (2.427528530359268) | > loss_gen: 2.1950271129608154 (2.10903113335371) | > loss_kl: 2.786146879196167 (3.4754017144441605) | > loss_feat: 6.810420513153076 (7.127131760120392) | > loss_mel: 16.35126495361328 (17.71466338634491) | > loss_duration: 2.4124560356140137 (2.350792318582535) | > loss_1: 30.555315017700195 (32.777019977569594)  --> STEP: 17 | > loss_disc: 2.431663751602173 (2.4277717786676742) | > loss_disc_real_0: 0.08586625009775162 (0.0922007668105995) | > loss_disc_real_1: 0.11003326624631882 (0.13417326943839297) | > loss_disc_real_2: 0.21494072675704956 (0.20210975671515746) | > loss_disc_real_3: 0.21504218876361847 (0.24198828812907724) | > loss_disc_real_4: 0.14379099011421204 (0.2174340959857492) | > loss_disc_real_5: 0.19940736889839172 (0.21623334288597107) | > loss_0: 2.431663751602173 (2.4277717786676742) | > loss_gen: 2.084909200668335 (2.107612196136923) | > loss_kl: 3.3840291500091553 (3.4700268577126896) | > loss_feat: 9.69205379486084 (7.27800952686983) | > loss_mel: 18.256942749023438 (17.746562172384824) | > loss_duration: 2.484381675720215 (2.3586505160612217) | > loss_1: 35.90231704711914 (32.960860981660744)  --> STEP: 18 | > loss_disc: 2.436950206756592 (2.428281691339281) | > loss_disc_real_0: 0.061661817133426666 (0.090504158495201) | > loss_disc_real_1: 0.08442441374063492 (0.13140944412185085) | > loss_disc_real_2: 0.15093465149402618 (0.1992666953139835) | > loss_disc_real_3: 0.2066441774368286 (0.2400247264239523) | > loss_disc_real_4: 0.28187015652656555 (0.22101387712690565) | > loss_disc_real_5: 0.26739269495010376 (0.2190755291117562) | > loss_0: 2.436950206756592 (2.428281691339281) | > loss_gen: 2.1281776428222656 (2.108754720952776) | > loss_kl: 2.4359805583953857 (3.4125798410839505) | > loss_feat: 9.36030101776123 (7.393692387474908) | > loss_mel: 19.210617065429688 (17.82789855533176) | > loss_duration: 2.1773133277893066 (2.348576227823893) | > loss_1: 35.31239318847656 (33.091501659817176)  --> STEP: 19 | > loss_disc: 2.410193681716919 (2.4273296908328406) | > loss_disc_real_0: 0.12509332597255707 (0.09232464099400922) | > loss_disc_real_1: 0.16407956182956696 (0.13312892400120435) | > loss_disc_real_2: 0.1639016568660736 (0.1974053775009356) | > loss_disc_real_3: 0.3160947561264038 (0.24402841219776555) | > loss_disc_real_4: 0.2705550789833069 (0.22362130880355835) | > loss_disc_real_5: 0.22580434381961823 (0.21942967725427528) | > loss_0: 2.410193681716919 (2.4273296908328406) | > loss_gen: 2.271084785461426 (2.117298408558494) | > loss_kl: 2.3411073684692383 (3.356186553051597) | > loss_feat: 6.322144031524658 (7.33729510558279) | > loss_mel: 17.491466522216797 (17.810191606220446) | > loss_duration: 2.363307476043701 (2.349351556677567) | > loss_1: 30.789112091064453 (32.97032326146177)  --> STEP: 20 | > loss_disc: 2.413034439086914 (2.4266149282455443) | > loss_disc_real_0: 0.11870601028203964 (0.09364370945841075) | > loss_disc_real_1: 0.14757515490055084 (0.13385123554617168) | > loss_disc_real_2: 0.20780661702156067 (0.19792543947696684) | > loss_disc_real_3: 0.19786322116851807 (0.24172015264630317) | > loss_disc_real_4: 0.2189159244298935 (0.2233860395848751) | > loss_disc_real_5: 0.19086739420890808 (0.2180015631020069) | > loss_0: 2.413034439086914 (2.4266149282455443) | > loss_gen: 1.8652347326278687 (2.104695224761963) | > loss_kl: 2.8345437049865723 (3.330104410648346) | > loss_feat: 3.6114695072174072 (7.15100382566452) | > loss_mel: 14.297962188720703 (17.63458013534546) | > loss_duration: 2.308495283126831 (2.3473087430000303) | > loss_1: 24.917705535888672 (32.567692375183114)  --> STEP: 21 | > loss_disc: 2.6328039169311523 (2.4364334515162875) | > loss_disc_real_0: 0.15502679347991943 (0.09656671345943496) | > loss_disc_real_1: 0.1612401157617569 (0.13515546793739) | > loss_disc_real_2: 0.22141693532466888 (0.19904408213638125) | > loss_disc_real_3: 0.27733686566352844 (0.24341618659950437) | > loss_disc_real_4: 0.23107659816741943 (0.22375225666023435) | > loss_disc_real_5: 0.20987819135189056 (0.2176147358758109) | > loss_0: 2.6328039169311523 (2.4364334515162875) | > loss_gen: 2.036261558532715 (2.1014364787510464) | > loss_kl: 2.7969093322753906 (3.304714168821062) | > loss_feat: 4.905529499053955 (7.044076476778303) | > loss_mel: 14.750321388244629 (17.49723448072161) | > loss_duration: 2.219921112060547 (2.3412426653362455) | > loss_1: 26.708942413330078 (32.28870428176155)  --> STEP: 22 | > loss_disc: 2.3363189697265625 (2.431882793253118) | > loss_disc_real_0: 0.08061036467552185 (0.095841424878348) | > loss_disc_real_1: 0.14192242920398712 (0.1354630570858717) | > loss_disc_real_2: 0.2002340853214264 (0.19909817319024692) | > loss_disc_real_3: 0.23715096712112427 (0.24313140389594165) | > loss_disc_real_4: 0.20776046812534332 (0.22302535718137567) | > loss_disc_real_5: 0.20006264746189117 (0.2168169136751782) | > loss_0: 2.3363189697265625 (2.431882793253118) | > loss_gen: 2.242105007171631 (2.1078305027701636) | > loss_kl: 2.9242327213287354 (3.287419557571411) | > loss_feat: 7.530525207519531 (7.066187782721086) | > loss_mel: 18.587879180908203 (17.546809239821002) | > loss_duration: 2.2590088844299316 (2.3375047662041406) | > loss_1: 33.54375076293945 (32.34575184908782)  --> STEP: 23 | > loss_disc: 2.404729127883911 (2.430702199106631) | > loss_disc_real_0: 0.1357930600643158 (0.09757845249512921) | > loss_disc_real_1: 0.1208575963973999 (0.13482803705593813) | > loss_disc_real_2: 0.2129189372062683 (0.19969907597355221) | > loss_disc_real_3: 0.23970642685890198 (0.24298249185085297) | > loss_disc_real_4: 0.18939824402332306 (0.22156330878319946) | > loss_disc_real_5: 0.22115129232406616 (0.217005364920782) | > loss_0: 2.404729127883911 (2.430702199106631) | > loss_gen: 2.086130142211914 (2.106887008832848) | > loss_kl: 2.9166030883789062 (3.2712971023891284) | > loss_feat: 5.1114044189453125 (6.9811972016873565) | > loss_mel: 16.39836311340332 (17.496876799541973) | > loss_duration: 2.2921993732452393 (2.3355349665102754) | > loss_1: 28.80470085144043 (32.19179311005967)  --> STEP: 24 | > loss_disc: 2.5674734115600586 (2.4364009996255236) | > loss_disc_real_0: 0.13306894898414612 (0.09905722318217158) | > loss_disc_real_1: 0.10011602193117142 (0.13338170309240618) | > loss_disc_real_2: 0.22704248130321503 (0.20083838452895483) | > loss_disc_real_3: 0.3222143054008484 (0.24628381741543612) | > loss_disc_real_4: 0.2333594113588333 (0.22205481305718422) | > loss_disc_real_5: 0.20723079144954681 (0.21659809102614722) | > loss_0: 2.5674734115600586 (2.4364009996255236) | > loss_gen: 2.139758586883545 (2.108256657918294) | > loss_kl: 2.887495517730713 (3.255305369695028) | > loss_feat: 7.530481815338135 (7.004084060589473) | > loss_mel: 16.210891723632812 (17.443294088045757) | > loss_duration: 2.452967405319214 (2.340427984793981) | > loss_1: 31.221593856811523 (32.15136814117433)  --> STEP: 25 | > loss_disc: 2.4573638439178467 (2.4372395133972167) | > loss_disc_real_0: 0.10737219452857971 (0.0993898220360279) | > loss_disc_real_1: 0.14627079665660858 (0.1338972668349743) | > loss_disc_real_2: 0.300991415977478 (0.20484450578689575) | > loss_disc_real_3: 0.3009607195854187 (0.24847089350223542) | > loss_disc_real_4: 0.22544267773628235 (0.22219032764434815) | > loss_disc_real_5: 0.2491580992937088 (0.21790049135684966) | > loss_0: 2.4573638439178467 (2.4372395133972167) | > loss_gen: 2.276059865951538 (2.114968786239624) | > loss_kl: 3.586996078491211 (3.268572998046875) | > loss_feat: 6.838680267333984 (6.997467908859253) | > loss_mel: 15.156848907470703 (17.351836280822752) | > loss_duration: 2.3817622661590576 (2.342081356048584) | > loss_1: 30.240346908569336 (32.07492729187013)  --> STEP: 26 | > loss_disc: 2.77095627784729 (2.4500747735683737) | > loss_disc_real_0: 0.1719898134469986 (0.10218212939798832) | > loss_disc_real_1: 0.25016871094703674 (0.13836924545466903) | > loss_disc_real_2: 0.20165066421031952 (0.20472166572625822) | > loss_disc_real_3: 0.34462013840675354 (0.2521689413831784) | > loss_disc_real_4: 0.3011576533317566 (0.22522753247847924) | > loss_disc_real_5: 0.26853153109550476 (0.21984783903910562) | > loss_0: 2.77095627784729 (2.4500747735683737) | > loss_gen: 2.3172450065612793 (2.1227486408673797) | > loss_kl: 2.5811572074890137 (3.242133929179265) | > loss_feat: 8.738929748535156 (7.064447210385249) | > loss_mel: 18.136844635009766 (17.382028909829945) | > loss_duration: 2.2793056964874268 (2.339666907603924) | > loss_1: 34.05348205566406 (32.15102555201605) --> EVAL PERFORMANCE | > avg_loader_time: 0.002508997917175293 (-2.8408490694486078e-05) | > avg_loss_disc: 2.4500747735683737 (+0.030343395013075813) | > avg_loss_disc_real_0: 0.10218212939798832 (-0.04377607728999394) | > avg_loss_disc_real_1: 0.13836924545466903 (-0.09221607059813461) | > avg_loss_disc_real_2: 0.20472166572625822 (+0.008774385429345666) | > avg_loss_disc_real_3: 0.2521689413831784 (+0.016212034110839546) | > avg_loss_disc_real_4: 0.22522753247847924 (-0.0009221245463077732) | > avg_loss_disc_real_5: 0.21984783903910562 (-0.03959480271889612) | > avg_loss_0: 2.4500747735683737 (+0.030343395013075813) | > avg_loss_gen: 2.1227486408673797 (-0.22114928410603385) | > avg_loss_kl: 3.242133929179265 (+0.12089706384218646) | > avg_loss_feat: 7.064447210385249 (+0.6778960044567404) | > avg_loss_mel: 17.382028909829945 (+1.0260364459111138) | > avg_loss_duration: 2.339666907603924 (-0.020321800158574987) | > avg_loss_1: 32.15102555201605 (+1.5833589113675757)  > EPOCH: 899/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:05:35)   --> TIME: 2024-06-12 07:05:38 -- STEP: 4/330 -- GLOBAL_STEP: 384675 | > loss_disc: 2.2431650161743164 (2.2535630464553833) | > loss_disc_real_0: 0.09428852796554565 (0.09118668828159571) | > loss_disc_real_1: 0.21746553480625153 (0.2051907256245613) | > loss_disc_real_2: 0.17806603014469147 (0.18395200744271278) | > loss_disc_real_3: 0.21492263674736023 (0.2232845015823841) | > loss_disc_real_4: 0.2374332994222641 (0.2188427597284317) | > loss_disc_real_5: 0.1985825151205063 (0.19977609440684319) | > loss_0: 2.2431650161743164 (2.2535630464553833) | > grad_norm_0: tensor(10.2003, device='cuda:0') (tensor(8.9853, device='cuda:0')) | > loss_gen: 2.6247143745422363 (2.699382483959198) | > loss_kl: 2.158529043197632 (1.987755537033081) | > loss_feat: 7.841762065887451 (7.516547918319702) | > loss_mel: 17.43673324584961 (17.751192092895508) | > loss_duration: 2.145480155944824 (2.1547173857688904) | > loss_1: 32.207218170166016 (32.10959577560425) | > grad_norm_1: tensor(51.3916, device='cuda:0') (tensor(72.5410, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3533 (0.37826889753341675) | > loader_time: 0.0036 (0.0032767653465270996)  --> TIME: 2024-06-12 07:05:47 -- STEP: 29/330 -- GLOBAL_STEP: 384700 | > loss_disc: 2.4121809005737305 (2.3512380040925125) | > loss_disc_real_0: 0.10420835763216019 (0.10821739956736565) | > loss_disc_real_1: 0.167632594704628 (0.1978161288746472) | > loss_disc_real_2: 0.20676161348819733 (0.20790052362557115) | > loss_disc_real_3: 0.23545321822166443 (0.22644084692001343) | > loss_disc_real_4: 0.22482486069202423 (0.23246497892100235) | > loss_disc_real_5: 0.21948044002056122 (0.22548393699629554) | > loss_0: 2.4121809005737305 (2.3512380040925125) | > grad_norm_0: tensor(6.3234, device='cuda:0') (tensor(8.2983, device='cuda:0')) | > loss_gen: 2.477834701538086 (2.505240358155349) | > loss_kl: 1.9193679094314575 (2.0096316296478793) | > loss_feat: 7.467490196228027 (6.9455380275331695) | > loss_mel: 17.446683883666992 (17.288316858225855) | > loss_duration: 1.9779319763183594 (2.0070637916696485) | > loss_1: 31.289308547973633 (30.75579071044922) | > grad_norm_1: tensor(45.6649, device='cuda:0') (tensor(64.2217, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3681 (0.3647757809737633) | > loader_time: 0.0037 (0.0033172081256734915)  --> TIME: 2024-06-12 07:05:57 -- STEP: 54/330 -- GLOBAL_STEP: 384725 | > loss_disc: 2.29992938041687 (2.3521928036654436) | > loss_disc_real_0: 0.11523265391588211 (0.10675700567662716) | > loss_disc_real_1: 0.2310062199831009 (0.1984838953724614) | > loss_disc_real_2: 0.2206268459558487 (0.2088886965756063) | > loss_disc_real_3: 0.21419018507003784 (0.22883263368297507) | > loss_disc_real_4: 0.2109237015247345 (0.23159745501147377) | > loss_disc_real_5: 0.19003255665302277 (0.22374553288574572) | > loss_0: 2.29992938041687 (2.3521928036654436) | > grad_norm_0: tensor(7.0470, device='cuda:0') (tensor(7.9587, device='cuda:0')) | > loss_gen: 2.4265260696411133 (2.49609907909676) | > loss_kl: 2.089073419570923 (2.0039075370188115) | > loss_feat: 7.585115909576416 (7.006817879500212) | > loss_mel: 17.64849853515625 (17.202242038868093) | > loss_duration: 1.9458441734313965 (1.9874835168873821) | > loss_1: 31.695058822631836 (30.69655008669253) | > grad_norm_1: tensor(101.0776, device='cuda:0') (tensor(74.8236, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.352 (0.36706793308258057) | > loader_time: 0.0048 (0.003493573930528429)  --> TIME: 2024-06-12 07:06:06 -- STEP: 79/330 -- GLOBAL_STEP: 384750 | > loss_disc: 2.307015895843506 (2.3553443015376225) | > loss_disc_real_0: 0.0943518877029419 (0.10713417248069486) | > loss_disc_real_1: 0.183763325214386 (0.19681077780602851) | > loss_disc_real_2: 0.1971183717250824 (0.20942039957529382) | > loss_disc_real_3: 0.22947226464748383 (0.22952151807803142) | > loss_disc_real_4: 0.22925420105457306 (0.23213372124901302) | > loss_disc_real_5: 0.18090112507343292 (0.2238042243296587) | > loss_0: 2.307015895843506 (2.3553443015376225) | > grad_norm_0: tensor(4.8423, device='cuda:0') (tensor(7.6988, device='cuda:0')) | > loss_gen: 2.5470147132873535 (2.4883882486367535) | > loss_kl: 1.9114837646484375 (2.001713057107563) | > loss_feat: 7.244877815246582 (6.9864095434357845) | > loss_mel: 17.377391815185547 (17.19403419011756) | > loss_duration: 1.943432331085205 (1.9807402785820296) | > loss_1: 31.024198532104492 (30.65128524393975) | > grad_norm_1: tensor(74.8361, device='cuda:0') (tensor(76.4143, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3798 (0.3688085682784455) | > loader_time: 0.0037 (0.00362261639365667)  --> TIME: 2024-06-12 07:06:16 -- STEP: 104/330 -- GLOBAL_STEP: 384775 | > loss_disc: 2.383543014526367 (2.3511906495461092) | > loss_disc_real_0: 0.1097411960363388 (0.10747023954844245) | > loss_disc_real_1: 0.20561861991882324 (0.19625958929268214) | > loss_disc_real_2: 0.20755267143249512 (0.21016940087653124) | > loss_disc_real_3: 0.23872269690036774 (0.22857060598639342) | > loss_disc_real_4: 0.2372453659772873 (0.23113755265680644) | > loss_disc_real_5: 0.23448988795280457 (0.22298753204254004) | > loss_0: 2.383543014526367 (2.3511906495461092) | > grad_norm_0: tensor(17.2549, device='cuda:0') (tensor(8.2059, device='cuda:0')) | > loss_gen: 2.5845072269439697 (2.488443998190073) | > loss_kl: 2.1403417587280273 (2.0037379998427167) | > loss_feat: 7.158470153808594 (6.97210089976971) | > loss_mel: 17.283231735229492 (17.14996224183302) | > loss_duration: 2.027238368988037 (1.982754253424131) | > loss_1: 31.193788528442383 (30.596999333455013) | > grad_norm_1: tensor(132.4227, device='cuda:0') (tensor(83.7130, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3777 (0.37049420521809506) | > loader_time: 0.0038 (0.003712887947375958)  --> TIME: 2024-06-12 07:06:25 -- STEP: 129/330 -- GLOBAL_STEP: 384800 | > loss_disc: 2.340435743331909 (2.356548754743827) | > loss_disc_real_0: 0.11540433764457703 (0.10898790915691575) | > loss_disc_real_1: 0.19750294089317322 (0.19622518584247708) | > loss_disc_real_2: 0.20437148213386536 (0.2109484240528225) | > loss_disc_real_3: 0.2253812998533249 (0.22883530515570974) | > loss_disc_real_4: 0.24405896663665771 (0.23146220002063486) | > loss_disc_real_5: 0.25138312578201294 (0.22337594200936398) | > loss_0: 2.340435743331909 (2.356548754743827) | > grad_norm_0: tensor(9.4655, device='cuda:0') (tensor(8.7384, device='cuda:0')) | > loss_gen: 2.436945676803589 (2.480659847111665) | > loss_kl: 2.167285442352295 (2.012309573417485) | > loss_feat: 6.410133361816406 (6.9745510788851) | > loss_mel: 16.67120933532715 (17.12786078637884) | > loss_duration: 1.972272515296936 (1.9855556839196258) | > loss_1: 29.657846450805664 (30.58093693459681) | > grad_norm_1: tensor(162.7280, device='cuda:0') (tensor(97.3725, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3821 (0.37157273292541504) | > loader_time: 0.0044 (0.0037964499273965527)  --> TIME: 2024-06-12 07:06:35 -- STEP: 154/330 -- GLOBAL_STEP: 384825 | > loss_disc: 2.3909103870391846 (2.3557562843545687) | > loss_disc_real_0: 0.16636675596237183 (0.10982620249224173) | > loss_disc_real_1: 0.2000330686569214 (0.19529660694397888) | > loss_disc_real_2: 0.19556289911270142 (0.21022594507251466) | > loss_disc_real_3: 0.2577044665813446 (0.22918945221931902) | > loss_disc_real_4: 0.243007630109787 (0.2314981511467463) | > loss_disc_real_5: 0.21914103627204895 (0.2238091022356764) | > loss_0: 2.3909103870391846 (2.3557562843545687) | > grad_norm_0: tensor(7.9727, device='cuda:0') (tensor(9.3897, device='cuda:0')) | > loss_gen: 2.446678638458252 (2.4813848795828886) | > loss_kl: 1.9990317821502686 (2.0213735211979253) | > loss_feat: 7.126847267150879 (6.997001403337949) | > loss_mel: 17.313594818115234 (17.114947021781614) | > loss_duration: 1.998316764831543 (1.9893220392140476) | > loss_1: 30.88446807861328 (30.604028825636036) | > grad_norm_1: tensor(139.3250, device='cuda:0') (tensor(113.5731, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3782 (0.3733233956547527) | > loader_time: 0.0041 (0.003895720878204742)  --> TIME: 2024-06-12 07:06:45 -- STEP: 179/330 -- GLOBAL_STEP: 384850 | > loss_disc: 2.4408743381500244 (2.357958166292925) | > loss_disc_real_0: 0.1252439022064209 (0.11096655683560744) | > loss_disc_real_1: 0.15858648717403412 (0.1953354816696497) | > loss_disc_real_2: 0.23619668185710907 (0.21042407624548373) | > loss_disc_real_3: 0.22582140564918518 (0.22870069650631378) | > loss_disc_real_4: 0.23841626942157745 (0.23179738648110929) | > loss_disc_real_5: 0.232441708445549 (0.2236052793164493) | > loss_0: 2.4408743381500244 (2.357958166292925) | > grad_norm_0: tensor(10.9234, device='cuda:0') (tensor(10.1862, device='cuda:0')) | > loss_gen: 2.542652130126953 (2.479866106416925) | > loss_kl: 2.0115344524383545 (2.024261198896269) | > loss_feat: 7.100238800048828 (6.9830519606947234) | > loss_mel: 17.345481872558594 (17.09120239492234) | > loss_duration: 2.062422037124634 (1.9966708221915048) | > loss_1: 31.06233024597168 (30.575052421186225) | > grad_norm_1: tensor(208.6910, device='cuda:0') (tensor(125.4104, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3805 (0.3757091820573009) | > loader_time: 0.0046 (0.003997479071164263)  --> TIME: 2024-06-12 07:06:55 -- STEP: 204/330 -- GLOBAL_STEP: 384875 | > loss_disc: 2.390336751937866 (2.360230905168196) | > loss_disc_real_0: 0.13495056331157684 (0.11259583480583102) | > loss_disc_real_1: 0.17650103569030762 (0.19577242696986474) | > loss_disc_real_2: 0.19926464557647705 (0.21050675702737828) | > loss_disc_real_3: 0.2012712061405182 (0.22916156835123605) | > loss_disc_real_4: 0.24618510901927948 (0.23192098678327075) | > loss_disc_real_5: 0.22906465828418732 (0.22325356333863502) | > loss_0: 2.390336751937866 (2.360230905168196) | > grad_norm_0: tensor(24.5673, device='cuda:0') (tensor(11.5404, device='cuda:0')) | > loss_gen: 2.4783551692962646 (2.4783637570399857) | > loss_kl: 2.1496009826660156 (2.0272712771799046) | > loss_feat: 7.814524173736572 (6.984044556524239) | > loss_mel: 17.131059646606445 (17.06808412776273) | > loss_duration: 2.001758575439453 (2.0049573884290806) | > loss_1: 31.575298309326172 (30.562721093495686) | > grad_norm_1: tensor(488.0794, device='cuda:0') (tensor(149.2276, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.3949 (0.37816956113366534) | > loader_time: 0.0048 (0.004113352766223978)  --> TIME: 2024-06-12 07:07:06 -- STEP: 229/330 -- GLOBAL_STEP: 384900 | > loss_disc: 2.410893201828003 (2.3632276079019596) | > loss_disc_real_0: 0.09767317771911621 (0.11337946330941401) | > loss_disc_real_1: 0.18655720353126526 (0.19553136519729827) | > loss_disc_real_2: 0.20529812574386597 (0.21096337407697235) | > loss_disc_real_3: 0.23197592794895172 (0.2293386783402039) | > loss_disc_real_4: 0.26872944831848145 (0.23218437710443438) | > loss_disc_real_5: 0.25707584619522095 (0.22303779501321536) | > loss_0: 2.410893201828003 (2.3632276079019596) | > grad_norm_0: tensor(30.9281, device='cuda:0') (tensor(13.4424, device='cuda:0')) | > loss_gen: 2.5350613594055176 (2.4797797182241372) | > loss_kl: 2.0830767154693604 (2.033580311000606) | > loss_feat: 6.899837970733643 (6.989095660796853) | > loss_mel: 16.671648025512695 (17.04499792740334) | > loss_duration: 2.118408679962158 (2.0138898260208187) | > loss_1: 30.308032989501953 (30.56134341377358) | > grad_norm_1: tensor(260.2647, device='cuda:0') (tensor(170.1880, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.4039 (0.3810102700146006) | > loader_time: 0.0052 (0.004242483705412347)  --> TIME: 2024-06-12 07:07:16 -- STEP: 254/330 -- GLOBAL_STEP: 384925 | > loss_disc: 2.3739356994628906 (2.3656324392228605) | > loss_disc_real_0: 0.1543293297290802 (0.11512523820609089) | > loss_disc_real_1: 0.17591635882854462 (0.19591178850630134) | > loss_disc_real_2: 0.2264026254415512 (0.21087469987747237) | > loss_disc_real_3: 0.22920969128608704 (0.2295900588547151) | > loss_disc_real_4: 0.2746419310569763 (0.23249405921678842) | > loss_disc_real_5: 0.2519521415233612 (0.2228245571490348) | > loss_0: 2.3739356994628906 (2.3656324392228605) | > grad_norm_0: tensor(29.8959, device='cuda:0') (tensor(15.1461, device='cuda:0')) | > loss_gen: 2.427525520324707 (2.482653541827764) | > loss_kl: 2.0798752307891846 (2.037011393881219) | > loss_feat: 7.325843811035156 (6.985082969890804) | > loss_mel: 16.258760452270508 (16.99324667547631) | > loss_duration: 2.058648109436035 (2.021401069295687) | > loss_1: 30.150650024414062 (30.519395625497413) | > grad_norm_1: tensor(612.7920, device='cuda:0') (tensor(193.1785, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.4318 (0.38487689513859796) | > loader_time: 0.0056 (0.0043902434701994595)  --> TIME: 2024-06-12 07:07:28 -- STEP: 279/330 -- GLOBAL_STEP: 384950 | > loss_disc: 2.20135498046875 (2.368932605217006) | > loss_disc_real_0: 0.10511161386966705 (0.11627191517462013) | > loss_disc_real_1: 0.17566516995429993 (0.1964144838646749) | > loss_disc_real_2: 0.16292953491210938 (0.21127434240447152) | > loss_disc_real_3: 0.22721780836582184 (0.22948349547642533) | > loss_disc_real_4: 0.1963811069726944 (0.23214848937740462) | > loss_disc_real_5: 0.16006582975387573 (0.22255079357427507) | > loss_0: 2.20135498046875 (2.368932605217006) | > grad_norm_0: tensor(22.6239, device='cuda:0') (tensor(16.2466, device='cuda:0')) | > loss_gen: 2.650498867034912 (2.4786375662759212) | > loss_kl: 2.0113587379455566 (2.0420384676225725) | > loss_feat: 7.768182277679443 (6.974313922253133) | > loss_mel: 16.843246459960938 (16.961327046903655) | > loss_duration: 2.1226375102996826 (2.03094288867007) | > loss_1: 31.395923614501953 (30.487259895570816) | > grad_norm_1: tensor(510.5143, device='cuda:0') (tensor(210.9481, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.4531 (0.3911281392565766) | > loader_time: 0.0066 (0.004554219570638454)  --> TIME: 2024-06-12 07:07:40 -- STEP: 304/330 -- GLOBAL_STEP: 384975 | > loss_disc: 2.5224695205688477 (2.3709139957239738) | > loss_disc_real_0: 0.1432931125164032 (0.11765208667585332) | > loss_disc_real_1: 0.19872482120990753 (0.1968203836953953) | > loss_disc_real_2: 0.19896987080574036 (0.21131745819002384) | > loss_disc_real_3: 0.2506985366344452 (0.2296883203579407) | > loss_disc_real_4: 0.25260308384895325 (0.2324107589788343) | > loss_disc_real_5: 0.21172389388084412 (0.22187987494429476) | > loss_0: 2.5224695205688477 (2.3709139957239738) | > grad_norm_0: tensor(17.9475, device='cuda:0') (tensor(17.7280, device='cuda:0')) | > loss_gen: 2.729264259338379 (2.4812515895617633) | > loss_kl: 2.083197832107544 (2.0448966120418732) | > loss_feat: 8.198991775512695 (6.993110302247498) | > loss_mel: 15.971955299377441 (16.91120709870991) | > loss_duration: 2.192948341369629 (2.0420875149337876) | > loss_1: 31.17635726928711 (30.472553127690365) | > grad_norm_1: tensor(583.3215, device='cuda:0') (tensor(232.5941, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 0.4862 (0.3973453084104941) | > loader_time: 0.0072 (0.004741029519783819)  --> TIME: 2024-06-12 07:08:08 -- STEP: 329/330 -- GLOBAL_STEP: 385000 | > loss_disc: 2.4901297092437744 (2.3753189721730683) | > loss_disc_real_0: 0.12071254104375839 (0.11961284982986001) | > loss_disc_real_1: 0.1747864931821823 (0.19749755690887702) | > loss_disc_real_2: 0.1889040321111679 (0.21182901831202228) | > loss_disc_real_3: 0.2068077176809311 (0.22984128678642146) | > loss_disc_real_4: 0.21975427865982056 (0.23239901141011607) | > loss_disc_real_5: 0.18106259405612946 (0.2212385587326299) | > loss_0: 2.4901297092437744 (2.3753189721730683) | > grad_norm_0: tensor(12.7098, device='cuda:0') (tensor(18.6283, device='cuda:0')) | > loss_gen: 2.366318464279175 (2.4794298834351416) | > loss_kl: 2.344264507293701 (2.053778908897677) | > loss_feat: 10.134675979614258 (7.092734780355063) | > loss_mel: 18.06900405883789 (16.89388673718577) | > loss_duration: 2.2889013290405273 (2.0569489139916333) | > loss_1: 35.20316696166992 (30.57677926988225) | > grad_norm_1: tensor(147.6875, device='cuda:0') (tensor(248.8008, device='cuda:0')) | > current_lr_0: 0.0001787405552695262 | > current_lr_1: 0.0001787405552695262 | > step_time: 14.2768 (0.4518513578049681) | > loader_time: 0.034 (0.005208432130900557) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_385000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.672844886779785 (2.672844886779785) | > loss_disc_real_0: 0.22253207862377167 (0.22253207862377167) | > loss_disc_real_1: 0.2579810619354248 (0.2579810619354248) | > loss_disc_real_2: 0.2023622989654541 (0.2023622989654541) | > loss_disc_real_3: 0.2362544983625412 (0.2362544983625412) | > loss_disc_real_4: 0.3054233193397522 (0.3054233193397522) | > loss_disc_real_5: 0.28585267066955566 (0.28585267066955566) | > loss_0: 2.672844886779785 (2.672844886779785) | > loss_gen: 2.277742862701416 (2.277742862701416) | > loss_kl: 3.156024932861328 (3.156024932861328) | > loss_feat: 5.414708137512207 (5.414708137512207) | > loss_mel: 15.49720287322998 (15.49720287322998) | > loss_duration: 3.131702423095703 (3.131702423095703) | > loss_1: 29.477380752563477 (29.477380752563477)  --> STEP: 1 | > loss_disc: 2.378692388534546 (2.378692388534546) | > loss_disc_real_0: 0.12873351573944092 (0.12873351573944092) | > loss_disc_real_1: 0.21428655087947845 (0.21428655087947845) | > loss_disc_real_2: 0.24546261131763458 (0.24546261131763458) | > loss_disc_real_3: 0.2039310336112976 (0.2039310336112976) | > loss_disc_real_4: 0.28678491711616516 (0.28678491711616516) | > loss_disc_real_5: 0.2906845510005951 (0.2906845510005951) | > loss_0: 2.378692388534546 (2.378692388534546) | > loss_gen: 2.755681276321411 (2.755681276321411) | > loss_kl: 2.525923728942871 (2.525923728942871) | > loss_feat: 7.293318748474121 (7.293318748474121) | > loss_mel: 17.429454803466797 (17.429454803466797) | > loss_duration: 2.457963228225708 (2.457963228225708) | > loss_1: 32.46234130859375 (32.46234130859375)  --> STEP: 2 | > loss_disc: 2.489314079284668 (2.434003233909607) | > loss_disc_real_0: 0.21529650688171387 (0.1720150113105774) | > loss_disc_real_1: 0.24145130813121796 (0.2278689295053482) | > loss_disc_real_2: 0.23498056828975677 (0.24022158980369568) | > loss_disc_real_3: 0.27030572295188904 (0.23711837828159332) | > loss_disc_real_4: 0.23557835817337036 (0.26118163764476776) | > loss_disc_real_5: 0.20112088322639465 (0.24590271711349487) | > loss_0: 2.489314079284668 (2.434003233909607) | > loss_gen: 2.2984046936035156 (2.5270429849624634) | > loss_kl: 2.891309976577759 (2.708616852760315) | > loss_feat: 5.567714691162109 (6.430516719818115) | > loss_mel: 19.378170013427734 (18.403812408447266) | > loss_duration: 2.572704553604126 (2.515333890914917) | > loss_1: 32.70830535888672 (32.585323333740234)  --> STEP: 3 | > loss_disc: 2.4264824390411377 (2.4314963022867837) | > loss_disc_real_0: 0.1471407413482666 (0.16372358798980713) | > loss_disc_real_1: 0.24270711839199066 (0.23281499246756235) | > loss_disc_real_2: 0.26730868220329285 (0.2492506206035614) | > loss_disc_real_3: 0.2574107348918915 (0.24388249715169272) | > loss_disc_real_4: 0.20688100159168243 (0.24308142562707266) | > loss_disc_real_5: 0.1761898696422577 (0.22266510128974915) | > loss_0: 2.4264824390411377 (2.4314963022867837) | > loss_gen: 2.3762423992156982 (2.476776123046875) | > loss_kl: 2.6718294620513916 (2.696354389190674) | > loss_feat: 6.178747653961182 (6.346593697865804) | > loss_mel: 15.958803176879883 (17.588809331258137) | > loss_duration: 2.3823838233947754 (2.4710172017415366) | > loss_1: 29.568004608154297 (31.57955042521159)  --> STEP: 4 | > loss_disc: 2.3818607330322266 (2.4190874099731445) | > loss_disc_real_0: 0.20072981715202332 (0.17297514528036118) | > loss_disc_real_1: 0.24003255367279053 (0.2346193827688694) | > loss_disc_real_2: 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loss_disc_real_5: 0.189986452460289 (0.22539415061473847) | > loss_0: 2.363496780395508 (2.407969284057617) | > loss_gen: 2.5625367164611816 (2.51488938331604) | > loss_kl: 3.2529923915863037 (2.9461313247680665) | > loss_feat: 5.515758037567139 (6.197512435913086) | > loss_mel: 18.29667854309082 (17.777784729003905) | > loss_duration: 2.372041702270508 (2.4475173950195312) | > loss_1: 32.00000762939453 (31.88383560180664)  --> STEP: 6 | > loss_disc: 2.493772506713867 (2.422269821166992) | > loss_disc_real_0: 0.1475609838962555 (0.1743671496709188) | > loss_disc_real_1: 0.1791428029537201 (0.22632217903931937) | > loss_disc_real_2: 0.2721126079559326 (0.23466390868028006) | > loss_disc_real_3: 0.28701892495155334 (0.2426533723870913) | > loss_disc_real_4: 0.26485300064086914 (0.25017132113377255) | > loss_disc_real_5: 0.27102747559547424 (0.23299970477819443) | > loss_0: 2.493772506713867 (2.422269821166992) | > loss_gen: 2.376268148422241 (2.4917858441670737) | > loss_kl: 2.487170457839966 (2.8696378469467163) | > loss_feat: 5.204813480377197 (6.0320626099904375) | > loss_mel: 18.233556747436523 (17.853746732076008) | > loss_duration: 2.2379865646362305 (2.412595589955648) | > loss_1: 30.539794921875 (31.659828821818035)  --> STEP: 7 | > loss_disc: 2.6230075359344482 (2.450946637562343) | > loss_disc_real_0: 0.20025968551635742 (0.1780660833631243) | > loss_disc_real_1: 0.19464512169361115 (0.2217968851327896) | > loss_disc_real_2: 0.21159954369068146 (0.23136899939605168) | > loss_disc_real_3: 0.25895658135414124 (0.24498240223952703) | > loss_disc_real_4: 0.30363941192626953 (0.25780961981841494) | > loss_disc_real_5: 0.3512499928474426 (0.24989260307380132) | > loss_0: 2.6230075359344482 (2.450946637562343) | > loss_gen: 2.392529249191284 (2.477606330599104) | > loss_kl: 4.44894552230835 (3.0952532291412354) | > loss_feat: 4.791800022125244 (5.85488224029541) | > loss_mel: 16.93306541442871 (17.722220829554967) | > loss_duration: 2.5394558906555176 (2.430718490055629) | > loss_1: 31.10579490661621 (31.580681119646346)  --> STEP: 8 | > loss_disc: 2.2421157360076904 (2.4248427748680115) | > loss_disc_real_0: 0.21440838277339935 (0.18260887078940868) | > loss_disc_real_1: 0.19318468868732452 (0.21822036057710648) | > loss_disc_real_2: 0.18140627443790436 (0.22512365877628326) | > loss_disc_real_3: 0.21993771195411682 (0.24185181595385075) | > loss_disc_real_4: 0.24304181337356567 (0.2559636440128088) | > loss_disc_real_5: 0.2712298631668091 (0.2525597605854273) | > loss_0: 2.2421157360076904 (2.4248427748680115) | > loss_gen: 3.056844472885132 (2.550011098384857) | > loss_kl: 2.9885177612304688 (3.0819112956523895) | > loss_feat: 10.503999710083008 (6.43602192401886) | > loss_mel: 17.715023040771484 (17.72132110595703) | > loss_duration: 2.2749810218811035 (2.4112513065338135) | > loss_1: 36.53936767578125 (32.20051693916321)  --> STEP: 9 | > loss_disc: 2.296175241470337 (2.41054638226827) | > loss_disc_real_0: 0.1973964124917984 (0.1842519309785631) | > loss_disc_real_1: 0.15211357176303864 (0.21087516181998783) | > loss_disc_real_2: 0.2721254825592041 (0.23034608364105225) | > loss_disc_real_3: 0.19238416850566864 (0.23635541068183052) | > loss_disc_real_4: 0.24408990144729614 (0.2546443392833074) | > loss_disc_real_5: 0.272629976272583 (0.2547897845506668) | > loss_0: 2.296175241470337 (2.41054638226827) | > loss_gen: 2.7250723838806152 (2.5694623523288302) | > loss_kl: 2.661802053451538 (3.035232490963406) | > loss_feat: 10.031936645507812 (6.835568004184299) | > loss_mel: 17.716588973999023 (17.720795313517254) | > loss_duration: 2.2248458862304688 (2.3905395931667752) | > loss_1: 35.36024475097656 (32.55159780714247)  --> STEP: 10 | > loss_disc: 2.225269317626953 (2.392018675804138) | > loss_disc_real_0: 0.14807847142219543 (0.18063458502292634) | > loss_disc_real_1: 0.24808144569396973 (0.214595790207386) | > loss_disc_real_2: 0.24524477124214172 (0.2318359524011612) | > loss_disc_real_3: 0.2455139309167862 (0.23727126270532609) | > loss_disc_real_4: 0.22070817649364471 (0.25125072300434115) | > loss_disc_real_5: 0.23736436665058136 (0.25304724276065826) | > loss_0: 2.225269317626953 (2.392018675804138) | > loss_gen: 2.9275076389312744 (2.605266880989075) | > loss_kl: 3.0853371620178223 (3.0402429580688475) | > loss_feat: 7.20431661605835 (6.8724428653717045) | > loss_mel: 18.204599380493164 (17.769175720214843) | > loss_duration: 2.4062464237213135 (2.392110276222229) | > loss_1: 33.828006744384766 (32.6792387008667)  --> STEP: 11 | > loss_disc: 2.4743130207061768 (2.3994999798861416) | > loss_disc_real_0: 0.1879972517490387 (0.18130391836166382) | > loss_disc_real_1: 0.19822588562965393 (0.21310761706395584) | > loss_disc_real_2: 0.25392982363700867 (0.2338444861498746) | > loss_disc_real_3: 0.21508310735225677 (0.23525415767322888) | > loss_disc_real_4: 0.19668225944042206 (0.2462899535894394) | > loss_disc_real_5: 0.31137436628341675 (0.25834970853545447) | > loss_0: 2.4743130207061768 (2.3994999798861416) | > loss_gen: 2.343698740005493 (2.5814879590814765) | > loss_kl: 3.6506600379943848 (3.0957354198802602) | > loss_feat: 6.965660095214844 (6.880917158993808) | > loss_mel: 18.37603759765625 (17.824344981800426) | > loss_duration: 2.496689796447754 (2.40161750533364) | > loss_1: 33.83274459838867 (32.784102873368695)  --> STEP: 12 | > loss_disc: 2.4500908851623535 (2.403715888659159) | > loss_disc_real_0: 0.17349852621555328 (0.18065346901615462) | > loss_disc_real_1: 0.1963292807340622 (0.21170942236979803) | > loss_disc_real_2: 0.1917388141155243 (0.23033568014701208) | > loss_disc_real_3: 0.27081581950187683 (0.23821762949228287) | > loss_disc_real_4: 0.291441947221756 (0.2500526197254658) | > loss_disc_real_5: 0.2911672294139862 (0.2610845019419988) | > loss_0: 2.4500908851623535 (2.403715888659159) | > loss_gen: 2.450011968612671 (2.5705316265424094) | > loss_kl: 2.730942964553833 (3.065336048603058) | > loss_feat: 5.9825334548950195 (6.806051850318909) | > loss_mel: 16.844324111938477 (17.742676575978596) | > loss_duration: 2.330437660217285 (2.3956858515739436) | > loss_1: 30.33824920654297 (32.58028173446655)  --> STEP: 13 | > loss_disc: 2.3672239780426025 (2.400908818611732) | > loss_disc_real_0: 0.16084308922290802 (0.17912959364744332) | > loss_disc_real_1: 0.21909920871257782 (0.21227786747308877) | > loss_disc_real_2: 0.27156469225883484 (0.23350714261715227) | > loss_disc_real_3: 0.23079128563404083 (0.23764637227241808) | > loss_disc_real_4: 0.23065954446792603 (0.24856084470565504) | > loss_disc_real_5: 0.21576207876205444 (0.2575981616973877) | > loss_0: 2.3672239780426025 (2.400908818611732) | > loss_gen: 2.3989975452423096 (2.5573366972116323) | > loss_kl: 3.762160301208496 (3.1189379141880917) | > loss_feat: 6.148127555847168 (6.755442289205698) | > loss_mel: 12.885602951049805 (17.36905552790715) | > loss_duration: 2.3412997722625732 (2.3915023070115304) | > loss_1: 27.53618812561035 (32.19227453378531)  --> STEP: 14 | > loss_disc: 2.199404001235962 (2.3865156173706055) | > loss_disc_real_0: 0.1624997854232788 (0.17794175020286015) | > loss_disc_real_1: 0.12599201500415802 (0.2061145922967366) | > loss_disc_real_2: 0.12556953728199005 (0.2257973136646407) | > loss_disc_real_3: 0.2036578357219696 (0.23521861966167176) | > loss_disc_real_4: 0.1806197464466095 (0.2437079091157232) | > loss_disc_real_5: 0.22306476533412933 (0.2551314905285835) | > loss_0: 2.199404001235962 (2.3865156173706055) | > loss_gen: 2.2666232585906982 (2.5365714515958513) | > loss_kl: 3.4933321475982666 (3.1456803594316756) | > loss_feat: 7.074237823486328 (6.778213398797171) | > loss_mel: 20.128013610839844 (17.566123962402344) | > loss_duration: 2.4434239864349365 (2.3952109983989165) | > loss_1: 35.40563201904297 (32.421800068446565)  --> STEP: 15 | > loss_disc: 2.293926954269409 (2.380343039830526) | > loss_disc_real_0: 0.07430732250213623 (0.17103278835614522) | > loss_disc_real_1: 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(17.40019851260715) | > loss_duration: 2.266730308532715 (2.3983456426196623) | > loss_1: 33.023399353027344 (32.36654101477728)  --> STEP: 19 | > loss_disc: 2.4262309074401855 (2.4082038528040837) | > loss_disc_real_0: 0.16142991185188293 (0.17478561322940023) | > loss_disc_real_1: 0.28417450189590454 (0.21131951557962517) | > loss_disc_real_2: 0.17520877718925476 (0.22765089806757474) | > loss_disc_real_3: 0.22417448461055756 (0.2302565402106235) | > loss_disc_real_4: 0.28035813570022583 (0.24606095019139743) | > loss_disc_real_5: 0.32153332233428955 (0.2697924744141729) | > loss_0: 2.4262309074401855 (2.4082038528040837) | > loss_gen: 2.62729811668396 (2.5408051892330774) | > loss_kl: 2.047417402267456 (3.0470707542017887) | > loss_feat: 8.165970802307129 (6.994472930305882) | > loss_mel: 17.805452346801758 (17.421527661775286) | > loss_duration: 2.3575501441955566 (2.396198511123657) | > loss_1: 33.00368881225586 (32.40007510938142)  --> STEP: 20 | > loss_disc: 2.6711742877960205 (2.4213523745536802) | > loss_disc_real_0: 0.2522832155227661 (0.17866049334406853) | > loss_disc_real_1: 0.2245892584323883 (0.21198300272226334) | > loss_disc_real_2: 0.20059210062026978 (0.2262979581952095) | > loss_disc_real_3: 0.2969904839992523 (0.23359323740005494) | > loss_disc_real_4: 0.2576442360877991 (0.2466401144862175) | > loss_disc_real_5: 0.3325177729129791 (0.2729287393391132) | > loss_0: 2.6711742877960205 (2.4213523745536802) | > loss_gen: 2.5596165657043457 (2.541745758056641) | > loss_kl: 2.5379726886749268 (3.0216158509254454) | > loss_feat: 5.156517505645752 (6.902575159072876) | > loss_mel: 18.247089385986328 (17.46280574798584) | > loss_duration: 2.338902473449707 (2.3933337092399594) | > loss_1: 30.840099334716797 (32.322076320648186)  --> STEP: 21 | > loss_disc: 2.2677390575408936 (2.4140374546959285) | > loss_disc_real_0: 0.20477518439292908 (0.17990405006068094) | > loss_disc_real_1: 0.16707664728164673 (0.20984460484413875) | > loss_disc_real_2: 0.18888500332832336 (0.22451638891583398) | > loss_disc_real_3: 0.22154507040977478 (0.23301951516242253) | > loss_disc_real_4: 0.2316182404756546 (0.24592478715238117) | > loss_disc_real_5: 0.24103324115276337 (0.2714099060921442) | > loss_0: 2.2677390575408936 (2.4140374546959285) | > loss_gen: 2.5926527976989746 (2.5441699028015146) | > loss_kl: 2.3422679901123047 (2.9892659527914867) | > loss_feat: 5.928794860839844 (6.856204668680827) | > loss_mel: 15.484185218811035 (17.36858572278704) | > loss_duration: 2.1534829139709473 (2.381912242798578) | > loss_1: 28.501384735107422 (32.140138626098626)  --> STEP: 22 | > loss_disc: 2.1210575103759766 (2.400720184499567) | > loss_disc_real_0: 0.14864593744277954 (0.17848322675986725) | > loss_disc_real_1: 0.19885961711406708 (0.20934528722004456) | > loss_disc_real_2: 0.19986160099506378 (0.22339571673761716) | > loss_disc_real_3: 0.17885957658290863 (0.23055769977244464) | > loss_disc_real_4: 0.1614437848329544 (0.24208474159240723) | > loss_disc_real_5: 0.18573881685733795 (0.2675157656723803) | > loss_0: 2.1210575103759766 (2.400720184499567) | > loss_gen: 2.7143304347991943 (2.551904472437773) | > loss_kl: 2.6637351512908936 (2.9744690981778232) | > loss_feat: 8.368143081665039 (6.924929141998291) | > loss_mel: 16.809146881103516 (17.343156684528697) | > loss_duration: 2.2045552730560303 (2.373850562355735) | > loss_1: 32.759910583496094 (32.168310078707606)  --> STEP: 23 | > loss_disc: 2.3704452514648438 (2.3994038830632745) | > loss_disc_real_0: 0.19505518674850464 (0.1792037467593732) | > loss_disc_real_1: 0.17756204307079315 (0.20796340703964233) | > loss_disc_real_2: 0.22635449469089508 (0.2235243592573249) | > loss_disc_real_3: 0.26951780915260315 (0.23225161757158197) | > loss_disc_real_4: 0.26034122705459595 (0.2428785018298937) | > loss_disc_real_5: 0.26257580518722534 (0.2673009847817214) | > loss_0: 2.3704452514648438 (2.3994038830632745) | > loss_gen: 2.629408359527588 (2.5552742066590692) | > loss_kl: 2.8167202472686768 (2.967610452486121) | > loss_feat: 6.207213401794434 (6.893724109815515) | > loss_mel: 15.205370903015137 (17.250209476636805) | > loss_duration: 2.3076024055480957 (2.3709702077119243) | > loss_1: 29.16631507873535 (32.03778855696969)  --> STEP: 24 | > loss_disc: 2.383669137954712 (2.398748268683751) | > loss_disc_real_0: 0.18225614726543427 (0.17933093011379242) | > loss_disc_real_1: 0.19701579213142395 (0.20750725641846657) | > loss_disc_real_2: 0.22255843877792358 (0.22348411257068315) | > loss_disc_real_3: 0.28381475806236267 (0.23440008175869784) | > loss_disc_real_4: 0.2399081587791443 (0.24275473753611246) | > loss_disc_real_5: 0.2525361478328705 (0.2666857832421859) | > loss_0: 2.383669137954712 (2.398748268683751) | > loss_gen: 2.651170015335083 (2.559269865353903) | > loss_kl: 2.6210951805114746 (2.9531723161538443) | > loss_feat: 7.808030605316162 (6.931820213794708) | > loss_mel: 17.053922653198242 (17.24203085899353) | > loss_duration: 2.4288761615753174 (2.3733829557895656) | > loss_1: 32.56309509277344 (32.059676329294845)  --> STEP: 25 | > loss_disc: 2.814480781555176 (2.415377569198608) | > loss_disc_real_0: 0.3010740280151367 (0.1842006540298462) | > loss_disc_real_1: 0.2800106108188629 (0.21040739059448244) | > loss_disc_real_2: 0.3007952868938446 (0.2265765595436096) | > loss_disc_real_3: 0.2554313838481903 (0.23524133384227752) | > loss_disc_real_4: 0.2709181308746338 (0.2438812732696533) | > loss_disc_real_5: 0.3037242591381073 (0.26816732227802276) | > loss_0: 2.814480781555176 (2.415377569198608) | > loss_gen: 2.3194689750671387 (2.549677829742433) | > loss_kl: 3.213392734527588 (2.9635811328887938) | > loss_feat: 4.292672157287598 (6.826254291534424) | > loss_mel: 15.990893363952637 (17.191985359191893) | > loss_duration: 2.4154419898986816 (2.37506531715393) | > loss_1: 28.231868743896484 (31.90656402587891)  --> STEP: 26 | > loss_disc: 2.434652805328369 (2.416118924434368) | > loss_disc_real_0: 0.10094602406024933 (0.1809985528771694) | > loss_disc_real_1: 0.07093523442745209 (0.2050430768957505) | > loss_disc_real_2: 0.15499894320964813 (0.22382357429999572) | > loss_disc_real_3: 0.1998962163925171 (0.23388190624805597) | > loss_disc_real_4: 0.19940340518951416 (0.24217058603580183) | > loss_disc_real_5: 0.19591975212097168 (0.26538856957967466) | > loss_0: 2.434652805328369 (2.416118924434368) | > loss_gen: 1.9590837955474854 (2.5269626745810885) | > loss_kl: 2.361325979232788 (2.940417473132794) | > loss_feat: 9.110092163085938 (6.9140942096710205) | > loss_mel: 19.816524505615234 (17.292929172515866) | > loss_duration: 2.3138835430145264 (2.3727121719947224) | > loss_1: 35.5609130859375 (32.047115912804244) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024396547904381384 (-6.934312673715455e-05) | > avg_loss_disc: 2.416118924434368 (-0.03395584913400551) | > avg_loss_disc_real_0: 0.1809985528771694 (+0.07881642347918108) | > avg_loss_disc_real_1: 0.2050430768957505 (+0.06667383144108147) | > avg_loss_disc_real_2: 0.22382357429999572 (+0.019101908573737503) | > avg_loss_disc_real_3: 0.23388190624805597 (-0.018287035135122448) | > avg_loss_disc_real_4: 0.24217058603580183 (+0.01694305355732259) | > avg_loss_disc_real_5: 0.26538856957967466 (+0.045540730540569035) | > avg_loss_0: 2.416118924434368 (-0.03395584913400551) | > avg_loss_gen: 2.5269626745810885 (+0.4042140337137088) | > avg_loss_kl: 2.940417473132794 (-0.3017164560464711) | > avg_loss_feat: 6.9140942096710205 (-0.15035300071422864) | > avg_loss_mel: 17.292929172515866 (-0.08909973731407916) | > avg_loss_duration: 2.3727121719947224 (+0.03304526439079858) | > avg_loss_1: 32.047115912804244 (-0.10390963921180685)  > EPOCH: 900/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:08:19)   --> TIME: 2024-06-12 07:08:29 -- STEP: 24/330 -- GLOBAL_STEP: 385025 | > loss_disc: 2.414787530899048 (2.3022810419400526) | > loss_disc_real_0: 0.10314404219388962 (0.09902140870690346) | > loss_disc_real_1: 0.20422683656215668 (0.193974569439888) | > loss_disc_real_2: 0.20119529962539673 (0.20253529337545237) | > loss_disc_real_3: 0.23611553013324738 (0.22550400843222937) | > loss_disc_real_4: 0.23020650446414948 (0.22835062754650912) | > loss_disc_real_5: 0.22499769926071167 (0.22634496726095676) | > loss_0: 2.414787530899048 (2.3022810419400526) | > grad_norm_0: tensor(4.7703, device='cuda:0') (tensor(7.6307, device='cuda:0')) | > loss_gen: 2.5165791511535645 (2.531679441531499) | > loss_kl: 2.0177958011627197 (1.9529556234677632) | > loss_feat: 7.509888648986816 (7.107330838839213) | > loss_mel: 17.430177688598633 (17.368080059687298) | > loss_duration: 1.9167678356170654 (2.0214944034814835) | > loss_1: 31.39120864868164 (30.98154052098592) | > grad_norm_1: tensor(70.4232, device='cuda:0') (tensor(83.8713, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3587 (0.3572298487027486) | > loader_time: 0.0029 (0.003280818462371826)  --> TIME: 2024-06-12 07:08:38 -- STEP: 49/330 -- GLOBAL_STEP: 385050 | > loss_disc: 2.2750470638275146 (2.3340445100044716) | > loss_disc_real_0: 0.09965312480926514 (0.10466245333759153) | > loss_disc_real_1: 0.19087059795856476 (0.19483676279077725) | > loss_disc_real_2: 0.1711931973695755 (0.20579340719446845) | > loss_disc_real_3: 0.232021301984787 (0.22958012655073282) | > loss_disc_real_4: 0.24302147328853607 (0.23367183913989942) | > loss_disc_real_5: 0.22779840230941772 (0.22672557739578947) | > loss_0: 2.2750470638275146 (2.3340445100044716) | > grad_norm_0: tensor(11.8681, device='cuda:0') (tensor(7.8029, device='cuda:0')) | > loss_gen: 2.4155662059783936 (2.510672836887593) | > loss_kl: 1.8476814031600952 (1.9501159093817886) | > loss_feat: 6.716582298278809 (7.049366678510394) | > loss_mel: 16.528873443603516 (17.312699921277108) | > loss_duration: 1.941399335861206 (1.9887556518827165) | > loss_1: 29.45009994506836 (30.8116109809097) | > grad_norm_1: tensor(223.3470, device='cuda:0') (tensor(91.0656, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3593 (0.35627095066771214) | > loader_time: 0.0033 (0.0033836170118682236)  --> TIME: 2024-06-12 07:08:47 -- STEP: 74/330 -- GLOBAL_STEP: 385075 | > loss_disc: 2.343134880065918 (2.338142875078562) | > loss_disc_real_0: 0.0954151377081871 (0.10560770342881615) | > loss_disc_real_1: 0.18162283301353455 (0.19551700877176748) | > loss_disc_real_2: 0.22962626814842224 (0.20660898935150457) | > loss_disc_real_3: 0.2636789083480835 (0.22686045576591748) | > loss_disc_real_4: 0.22874237596988678 (0.23299854047395088) | > loss_disc_real_5: 0.24319438636302948 (0.22713278234004974) | > loss_0: 2.343134880065918 (2.338142875078562) | > grad_norm_0: tensor(7.2927, device='cuda:0') (tensor(9.0531, device='cuda:0')) | > loss_gen: 2.5005950927734375 (2.5040918781950667) | > loss_kl: 2.0050435066223145 (1.9642133471128103) | > loss_feat: 6.9914164543151855 (7.042723030657382) | > loss_mel: 17.081113815307617 (17.315554567285485) | > loss_duration: 1.9113118648529053 (1.9773962384945638) | > loss_1: 30.48948097229004 (30.803979151957744) | > grad_norm_1: tensor(115.4629, device='cuda:0') (tensor(105.1904, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3696 (0.3610932601464762) | > loader_time: 0.0032 (0.0034603170446447424)  --> TIME: 2024-06-12 07:08:57 -- STEP: 99/330 -- GLOBAL_STEP: 385100 | > loss_disc: 2.393474578857422 (2.3467136633516557) | > loss_disc_real_0: 0.11578398942947388 (0.10701961672366267) | > loss_disc_real_1: 0.18688133358955383 (0.19538817366566316) | > loss_disc_real_2: 0.23813728988170624 (0.20754383669959175) | > loss_disc_real_3: 0.2151583731174469 (0.22788171635733712) | > loss_disc_real_4: 0.22110161185264587 (0.23436329265435538) | > loss_disc_real_5: 0.23757676780223846 (0.2276028971178363) | > loss_0: 2.393474578857422 (2.3467136633516557) | > grad_norm_0: tensor(5.9152, device='cuda:0') (tensor(8.9733, device='cuda:0')) | > loss_gen: 2.4011173248291016 (2.4973597333888815) | > loss_kl: 1.8882287740707397 (1.9747387556114582) | > loss_feat: 7.131099700927734 (6.998239083723589) | > loss_mel: 17.44943618774414 (17.229994436707152) | > loss_duration: 1.9914181232452393 (1.979533618146723) | > loss_1: 30.86130142211914 (30.67986571186721) | > grad_norm_1: tensor(43.8096, device='cuda:0') (tensor(104.6955, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3719 (0.3633697081093836) | > loader_time: 0.0043 (0.003554789706914112)  --> TIME: 2024-06-12 07:09:06 -- STEP: 124/330 -- GLOBAL_STEP: 385125 | > loss_disc: 2.3634369373321533 (2.3530289242344513) | > loss_disc_real_0: 0.09340695291757584 (0.10782392280957391) | > loss_disc_real_1: 0.1936890184879303 (0.19534735970439446) | > loss_disc_real_2: 0.19581840932369232 (0.20783735499266656) | > loss_disc_real_3: 0.210185706615448 (0.22856503508744702) | > loss_disc_real_4: 0.23193883895874023 (0.23318061737283582) | > loss_disc_real_5: 0.20780570805072784 (0.22644827887415886) | > loss_0: 2.3634369373321533 (2.3530289242344513) | > grad_norm_0: tensor(7.3946, device='cuda:0') (tensor(9.2526, device='cuda:0')) | > loss_gen: 2.57708740234375 (2.488994208074385) | > loss_kl: 2.0400469303131104 (1.972449105593466) | > loss_feat: 6.742547988891602 (6.960062872978948) | > loss_mel: 17.658567428588867 (17.223470364847486) | > loss_duration: 1.9946560859680176 (1.984566358789321) | > loss_1: 31.01290512084961 (30.62954299680648) | > grad_norm_1: tensor(226.3265, device='cuda:0') (tensor(110.5913, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3629 (0.3649498570349909) | > loader_time: 0.004 (0.0036289749606963125)  --> TIME: 2024-06-12 07:09:16 -- STEP: 149/330 -- GLOBAL_STEP: 385150 | > loss_disc: 2.3171310424804688 (2.358738462396916) | > loss_disc_real_0: 0.12320682406425476 (0.10934022819035805) | > loss_disc_real_1: 0.22971853613853455 (0.19576996764880694) | > loss_disc_real_2: 0.20976218581199646 (0.20935558882735714) | > loss_disc_real_3: 0.22746331989765167 (0.2296587766816952) | > loss_disc_real_4: 0.2093507945537567 (0.23369964817226332) | > loss_disc_real_5: 0.18590997159481049 (0.22599668120777847) | > loss_0: 2.3171310424804688 (2.358738462396916) | > grad_norm_0: tensor(10.7327, device='cuda:0') (tensor(9.8032, device='cuda:0')) | > loss_gen: 2.556652784347534 (2.4863865791551225) | > loss_kl: 1.9565081596374512 (1.9849727457801767) | > loss_feat: 7.304635047912598 (6.945808125822336) | > loss_mel: 17.671382904052734 (17.225805000970826) | > loss_duration: 2.0241870880126953 (1.9889790691785365) | > loss_1: 31.513364791870117 (30.631951581711736) | > grad_norm_1: tensor(245.3387, device='cuda:0') (tensor(122.7227, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3836 (0.36796009300539156) | > loader_time: 0.0049 (0.0037443525839171952)  --> TIME: 2024-06-12 07:09:26 -- STEP: 174/330 -- GLOBAL_STEP: 385175 | > loss_disc: 2.3927111625671387 (2.3603875267094576) | > loss_disc_real_0: 0.10442857444286346 (0.11030179193650169) | > loss_disc_real_1: 0.2336842119693756 (0.1963323831729505) | > loss_disc_real_2: 0.21312355995178223 (0.20953927454592158) | > loss_disc_real_3: 0.23055902123451233 (0.22952849991705226) | > loss_disc_real_4: 0.2284608781337738 (0.2331120394941034) | > loss_disc_real_5: 0.2279478758573532 (0.2255895079552442) | > loss_0: 2.3927111625671387 (2.3603875267094576) | > grad_norm_0: tensor(12.9041, device='cuda:0') (tensor(11.2952, device='cuda:0')) | > loss_gen: 2.533968925476074 (2.4881964771226914) | > loss_kl: 1.9532853364944458 (1.9895347062198596) | > loss_feat: 7.102610111236572 (6.9509684025556195) | > loss_mel: 16.999937057495117 (17.203268160765205) | > loss_duration: 2.0852160453796387 (1.9950945123858836) | > loss_1: 30.675018310546875 (30.62706233715189) | > grad_norm_1: tensor(241.3758, device='cuda:0') (tensor(148.5817, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3849 (0.37242781293803245) | > loader_time: 0.0049 (0.0039055772211359836)  --> TIME: 2024-06-12 07:09:37 -- STEP: 199/330 -- GLOBAL_STEP: 385200 | > loss_disc: 2.2785089015960693 (2.3596600683490236) | > loss_disc_real_0: 0.1338900625705719 (0.11136393825612476) | > loss_disc_real_1: 0.20099115371704102 (0.1967258857722258) | > loss_disc_real_2: 0.251695841550827 (0.20963546596280289) | > loss_disc_real_3: 0.2516299784183502 (0.22966278849834174) | > loss_disc_real_4: 0.2136673629283905 (0.23214618569642456) | > loss_disc_real_5: 0.1831265687942505 (0.22497960633069428) | > loss_0: 2.2785089015960693 (2.3596600683490236) | > grad_norm_0: tensor(24.3259, device='cuda:0') (tensor(13.0977, device='cuda:0')) | > loss_gen: 2.6479997634887695 (2.4931771491640204) | > loss_kl: 1.793932557106018 (1.9980963917832877) | > loss_feat: 7.186559200286865 (6.968162857707421) | > loss_mel: 16.843477249145508 (17.15778002427452) | > loss_duration: 2.1371817588806152 (2.0039578700185436) | > loss_1: 30.60915184020996 (30.621174357045238) | > grad_norm_1: tensor(261.9280, device='cuda:0') (tensor(171.4298, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.4036 (0.37679227033452173) | > loader_time: 0.0091 (0.004068966486945224)  --> TIME: 2024-06-12 07:09:47 -- STEP: 224/330 -- GLOBAL_STEP: 385225 | > loss_disc: 2.411546230316162 (2.362612101648535) | > loss_disc_real_0: 0.19400060176849365 (0.11258465490703072) | > loss_disc_real_1: 0.21436777710914612 (0.19699906983545845) | > loss_disc_real_2: 0.2162783443927765 (0.21026781367670205) | > loss_disc_real_3: 0.21362970769405365 (0.22995736084080168) | > loss_disc_real_4: 0.27155178785324097 (0.23267817783302494) | > loss_disc_real_5: 0.21172359585762024 (0.22436446397166168) | > loss_0: 2.411546230316162 (2.362612101648535) | > grad_norm_0: tensor(17.1880, device='cuda:0') (tensor(14.4771, device='cuda:0')) | > loss_gen: 2.51875638961792 (2.494551086000037) | > loss_kl: 2.0157597064971924 (2.007364993648869) | > loss_feat: 6.8885345458984375 (6.980923446161406) | > loss_mel: 15.906360626220703 (17.116957034383507) | > loss_duration: 2.1233325004577637 (2.0119894886655483) | > loss_1: 29.452743530273438 (30.611786084515707) | > grad_norm_1: tensor(365.5445, device='cuda:0') (tensor(193.4760, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.3958 (0.38062154927424025) | > loader_time: 0.0056 (0.004207815442766461)  --> TIME: 2024-06-12 07:09:58 -- STEP: 249/330 -- GLOBAL_STEP: 385250 | > loss_disc: 2.489096164703369 (2.3604632687855918) | > loss_disc_real_0: 0.12298102676868439 (0.11296517138619978) | > loss_disc_real_1: 0.21830196678638458 (0.19714812060675943) | > loss_disc_real_2: 0.2708772122859955 (0.20991282057331262) | > loss_disc_real_3: 0.2588180601596832 (0.22996610289357272) | > loss_disc_real_4: 0.250645250082016 (0.2326334532365263) | > loss_disc_real_5: 0.23205596208572388 (0.22401350850321683) | > loss_0: 2.489096164703369 (2.3604632687855918) | > grad_norm_0: tensor(38.9326, device='cuda:0') (tensor(15.8626, device='cuda:0')) | > loss_gen: 2.397172451019287 (2.4981879747536313) | > loss_kl: 2.094890594482422 (2.012065716057896) | > loss_feat: 6.092889785766602 (6.993099227966554) | > loss_mel: 16.523822784423828 (17.08327266968876) | > loss_duration: 2.1037631034851074 (2.0207614175765896) | > loss_1: 29.212539672851562 (30.607387021842253) | > grad_norm_1: tensor(502.4030, device='cuda:0') (tensor(215.4172, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.4187 (0.384378335562097) | > loader_time: 0.0062 (0.0043307298637298205)  --> TIME: 2024-06-12 07:10:09 -- STEP: 274/330 -- GLOBAL_STEP: 385275 | > loss_disc: 2.3566102981567383 (2.364255737214193) | > loss_disc_real_0: 0.11265675723552704 (0.1149795626691223) | > loss_disc_real_1: 0.16173875331878662 (0.1973490870564523) | > loss_disc_real_2: 0.23462681472301483 (0.21037486489236784) | > loss_disc_real_3: 0.2613455057144165 (0.22979990697472635) | > loss_disc_real_4: 0.24175043404102325 (0.23248723132984478) | > loss_disc_real_5: 0.24256761372089386 (0.22370770883603688) | > loss_0: 2.3566102981567383 (2.364255737214193) | > grad_norm_0: tensor(48.1388, device='cuda:0') (tensor(17.3479, device='cuda:0')) | > loss_gen: 2.3779850006103516 (2.4939477730841557) | > loss_kl: 2.0536012649536133 (2.0169722229024787) | > loss_feat: 7.593878746032715 (6.998469417112587) | > loss_mel: 16.274734497070312 (17.039115825708766) | > loss_duration: 2.1213088035583496 (2.0296252674429986) | > loss_1: 30.4215087890625 (30.57813052713436) | > grad_norm_1: tensor(768.5209, device='cuda:0') (tensor(234.4049, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.4403 (0.38871467722593434) | > loader_time: 0.0062 (0.0044772703282154385)  --> TIME: 2024-06-12 07:10:21 -- STEP: 299/330 -- GLOBAL_STEP: 385300 | > loss_disc: 2.2754204273223877 (2.3657471726969326) | > loss_disc_real_0: 0.09219112992286682 (0.11596132211860606) | > loss_disc_real_1: 0.1999380886554718 (0.1972888811276508) | > loss_disc_real_2: 0.1884223371744156 (0.2105294595593991) | > loss_disc_real_3: 0.2332027107477188 (0.22983606558380318) | > loss_disc_real_4: 0.24178682267665863 (0.23253099007351344) | > loss_disc_real_5: 0.1879461109638214 (0.22312994585388082) | > loss_0: 2.2754204273223877 (2.3657471726969326) | > grad_norm_0: tensor(26.5856, device='cuda:0') (tensor(18.7727, device='cuda:0')) | > loss_gen: 2.707655906677246 (2.4947803132111437) | > loss_kl: 2.175081729888916 (2.023448675372528) | > loss_feat: 7.615941524505615 (7.00964130446265) | > loss_mel: 17.24500846862793 (16.998630370583424) | > loss_duration: 2.205584764480591 (2.040549859952769) | > loss_1: 31.94927215576172 (30.567050551092347) | > grad_norm_1: tensor(555.0057, device='cuda:0') (tensor(252.5824, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.4756 (0.3947481072467307) | > loader_time: 0.0071 (0.004665419409506295)  --> TIME: 2024-06-12 07:10:35 -- STEP: 324/330 -- GLOBAL_STEP: 385325 | > loss_disc: 2.4739465713500977 (2.3710847305662837) | > loss_disc_real_0: 0.1296933889389038 (0.1176548966517051) | > loss_disc_real_1: 0.2852475047111511 (0.19841537256667635) | > loss_disc_real_2: 0.16979308426380157 (0.21106734959247672) | > loss_disc_real_3: 0.23466303944587708 (0.22998784192734295) | > loss_disc_real_4: 0.2576882541179657 (0.2326944999764731) | > loss_disc_real_5: 0.27928289771080017 (0.22315271529886457) | > loss_0: 2.4739465713500977 (2.3710847305662837) | > grad_norm_0: tensor(13.4566, device='cuda:0') (tensor(19.9119, device='cuda:0')) | > loss_gen: 2.2236623764038086 (2.494113763909283) | > loss_kl: 2.1465647220611572 (2.031553043627443) | > loss_feat: 8.525755882263184 (7.060566394417374) | > loss_mel: 16.33675765991211 (16.956244015399317) | > loss_duration: 2.258490562438965 (2.055285343785345) | > loss_1: 31.491233825683594 (30.597762608233793) | > grad_norm_1: tensor(341.8725, device='cuda:0') (tensor(268.9665, device='cuda:0')) | > current_lr_0: 0.0001787182127001175 | > current_lr_1: 0.0001787182127001175 | > step_time: 0.5981 (0.4064270280025624) | > loader_time: 0.0104 (0.004938148422005731)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6299428939819336 (2.6299428939819336) | > loss_disc_real_0: 0.2018381804227829 (0.2018381804227829) | > loss_disc_real_1: 0.2778918445110321 (0.2778918445110321) | > loss_disc_real_2: 0.24109967052936554 (0.24109967052936554) | > loss_disc_real_3: 0.2629290223121643 (0.2629290223121643) | > loss_disc_real_4: 0.2754184603691101 (0.2754184603691101) | > loss_disc_real_5: 0.21211698651313782 (0.21211698651313782) | > loss_0: 2.6299428939819336 (2.6299428939819336) | > loss_gen: 2.3937668800354004 (2.3937668800354004) | > loss_kl: 2.0724081993103027 (2.0724081993103027) | > loss_feat: 6.092089653015137 (6.092089653015137) | > loss_mel: 15.07325267791748 (15.07325267791748) | > loss_duration: 2.9978010654449463 (2.9978010654449463) | > loss_1: 28.629318237304688 (28.629318237304688)  --> STEP: 1 | > loss_disc: 2.5215587615966797 (2.5215587615966797) | > loss_disc_real_0: 0.1820124387741089 (0.1820124387741089) | > loss_disc_real_1: 0.24438896775245667 (0.24438896775245667) | > loss_disc_real_2: 0.19438153505325317 (0.19438153505325317) | > loss_disc_real_3: 0.3071630001068115 (0.3071630001068115) | > loss_disc_real_4: 0.23766209185123444 (0.23766209185123444) | > loss_disc_real_5: 0.22539380192756653 (0.22539380192756653) | > loss_0: 2.5215587615966797 (2.5215587615966797) | > loss_gen: 2.3542134761810303 (2.3542134761810303) | > loss_kl: 3.104562997817993 (3.104562997817993) | > loss_feat: 5.355309963226318 (5.355309963226318) | > loss_mel: 16.13479995727539 (16.13479995727539) | > loss_duration: 2.5367348194122314 (2.5367348194122314) | > loss_1: 29.48562240600586 (29.48562240600586)  --> STEP: 2 | > loss_disc: 2.465695858001709 (2.4936273097991943) | > loss_disc_real_0: 0.1268911063671112 (0.15445177257061005) | > loss_disc_real_1: 0.24886362254619598 (0.24662629514932632) | > loss_disc_real_2: 0.21362285315990448 (0.20400219410657883) | > loss_disc_real_3: 0.2992449700832367 (0.3032039850950241) | > loss_disc_real_4: 0.23195569217205048 (0.23480889201164246) | > loss_disc_real_5: 0.2194819450378418 (0.22243787348270416) | > loss_0: 2.465695858001709 (2.4936273097991943) | > loss_gen: 2.3142056465148926 (2.3342095613479614) | > loss_kl: 2.311223030090332 (2.7078930139541626) | > loss_feat: 4.986744403839111 (5.171027183532715) | > loss_mel: 17.19964027404785 (16.66722011566162) | > loss_duration: 2.4574239253997803 (2.497079372406006) | > loss_1: 29.269237518310547 (29.377429962158203)  --> STEP: 3 | > loss_disc: 2.2856104373931885 (2.424288352330526) | > loss_disc_real_0: 0.041584741324186325 (0.11682942882180214) | > loss_disc_real_1: 0.2061057835817337 (0.23311945796012878) | > loss_disc_real_2: 0.1852397471666336 (0.19774804512659708) | > loss_disc_real_3: 0.28544244170188904 (0.29728347063064575) | > loss_disc_real_4: 0.201364666223526 (0.22366081674893698) | > loss_disc_real_5: 0.15000204741954803 (0.1982925981283188) | > loss_0: 2.2856104373931885 (2.424288352330526) | > loss_gen: 2.1586174964904785 (2.275678873062134) | > loss_kl: 3.7181215286254883 (3.044635852177938) | > loss_feat: 6.748073577880859 (5.696709314982097) | > loss_mel: 14.991731643676758 (16.108723958333332) | > loss_duration: 2.411226272583008 (2.4684616724650064) | > loss_1: 30.02777099609375 (29.594210306803387)  --> STEP: 4 | > loss_disc: 2.288339376449585 (2.3903011083602905) | > loss_disc_real_0: 0.21570515632629395 (0.1415483606979251) | > loss_disc_real_1: 0.21144689619541168 (0.2277013175189495) | > loss_disc_real_2: 0.1654006838798523 (0.1896612048149109) | > loss_disc_real_3: 0.2396804243326187 (0.282882709056139) | > loss_disc_real_4: 0.2021075040102005 (0.21827248856425285) | > loss_disc_real_5: 0.22108134627342224 (0.20398978516459465) | > loss_0: 2.288339376449585 (2.3903011083602905) | > loss_gen: 2.6301944255828857 (2.3643077611923218) | > loss_kl: 3.258972644805908 (3.0982200503349304) | > loss_feat: 8.056446075439453 (6.2866435050964355) | > loss_mel: 17.324325561523438 (16.41262435913086) | > loss_duration: 2.4572227001190186 (2.4656519293785095) | > loss_1: 33.7271614074707 (30.627448081970215)  --> STEP: 5 | > loss_disc: 2.5117552280426025 (2.414591932296753) | > loss_disc_real_0: 0.13538695871829987 (0.14031608030200005) | > loss_disc_real_1: 0.28905120491981506 (0.23997129499912262) | > loss_disc_real_2: 0.20259717106819153 (0.192248398065567) | > loss_disc_real_3: 0.22312341630458832 (0.2709308505058289) | > loss_disc_real_4: 0.2000732719898224 (0.21463264524936676) | > loss_disc_real_5: 0.11285757273435593 (0.1857633426785469) | > loss_0: 2.5117552280426025 (2.414591932296753) | > loss_gen: 2.0360782146453857 (2.2986618518829345) | > loss_kl: 2.942549467086792 (3.067085933685303) | > loss_feat: 5.3741302490234375 (6.104140853881836) | > loss_mel: 17.739736557006836 (16.678046798706056) | > loss_duration: 2.3659257888793945 (2.4457067012786866) | > loss_1: 30.458419799804688 (30.59364242553711)  --> STEP: 6 | > loss_disc: 2.468219041824341 (2.423529783884684) | > loss_disc_real_0: 0.0895867794752121 (0.13186119683086872) | > loss_disc_real_1: 0.2745262384414673 (0.2457304522395134) | > loss_disc_real_2: 0.21118371188640594 (0.1954042837023735) | > loss_disc_real_3: 0.27035099267959595 (0.27083420753479004) | > loss_disc_real_4: 0.1779080480337143 (0.20851187904675803) | > loss_disc_real_5: 0.18044275045394897 (0.1848765773077806) | > loss_0: 2.468219041824341 (2.423529783884684) | > loss_gen: 2.2396459579467773 (2.2888258695602417) | > loss_kl: 2.9025216102600098 (3.039658546447754) | > loss_feat: 6.07293176651001 (6.098939339319865) | > loss_mel: 16.549579620361328 (16.656635602315266) | > loss_duration: 2.2294912338256836 (2.4096707900365195) | > loss_1: 29.994171142578125 (30.493730545043945)  --> STEP: 7 | > loss_disc: 2.5543644428253174 (2.442220449447632) | > loss_disc_real_0: 0.14042076468467712 (0.13308399223855563) | > loss_disc_real_1: 0.24289192259311676 (0.24532494800431387) | > loss_disc_real_2: 0.2688310146331787 (0.20589381669248855) | > loss_disc_real_3: 0.3017253577709198 (0.2752472289970943) | > loss_disc_real_4: 0.1728627234697342 (0.2034191425357546) | > loss_disc_real_5: 0.13853193819522858 (0.17825591457741602) | > loss_0: 2.5543644428253174 (2.442220449447632) | > loss_gen: 2.1623730659484863 (2.270761183329991) | > loss_kl: 4.759133338928223 (3.2852978025163924) | > loss_feat: 5.587149143218994 (6.025826454162598) | > loss_mel: 16.995820999145508 (16.7050906590053) | > loss_duration: 2.4931960105895996 (2.421602964401245) | > loss_1: 31.99767303466797 (30.708579472133092)  --> STEP: 8 | > loss_disc: 2.1962430477142334 (2.411473274230957) | > loss_disc_real_0: 0.1861940324306488 (0.13972274726256728) | > loss_disc_real_1: 0.166873037815094 (0.2355184592306614) | > loss_disc_real_2: 0.19218097627162933 (0.20417971163988113) | > loss_disc_real_3: 0.22714777290821075 (0.26923479698598385) | > loss_disc_real_4: 0.21088232100009918 (0.20435203984379768) | > loss_disc_real_5: 0.2540137767791748 (0.18772564735263586) | > loss_0: 2.1962430477142334 (2.411473274230957) | > loss_gen: 2.714931011199951 (2.326282411813736) | > loss_kl: 3.4946706295013428 (3.311469405889511) | > loss_feat: 11.183943748474121 (6.670591115951538) | > loss_mel: 19.337173461914062 (17.034101009368896) | > loss_duration: 2.293414831161499 (2.405579447746277) | > loss_1: 39.02413558959961 (31.748023986816406)  --> STEP: 9 | > loss_disc: 2.6395456790924072 (2.436814652548896) | > loss_disc_real_0: 0.19486835598945618 (0.1458500371211105) | > loss_disc_real_1: 0.24154816567897797 (0.23618842661380768) | > loss_disc_real_2: 0.2720623314380646 (0.2117222249507904) | > loss_disc_real_3: 0.2850603759288788 (0.2709931946463055) | > loss_disc_real_4: 0.24194088578224182 (0.2085285782814026) | > loss_disc_real_5: 0.2908734679222107 (0.19918651630481085) | > loss_0: 2.6395456790924072 (2.436814652548896) | > loss_gen: 2.5041346549987793 (2.3460437721676297) | > loss_kl: 2.1827456951141357 (3.1860556602478027) | > loss_feat: 7.959273815155029 (6.813778082529704) | > loss_mel: 17.847057342529297 (17.12442949083116) | > loss_duration: 2.1882457733154297 (2.381431261698405) | > loss_1: 32.68145751953125 (31.85173882378472)  --> STEP: 10 | > loss_disc: 2.487778902053833 (2.4419110774993897) | > loss_disc_real_0: 0.11254166066646576 (0.142519199475646) | > loss_disc_real_1: 0.28016242384910583 (0.2405858263373375) | > loss_disc_real_2: 0.2099364697933197 (0.21154364943504333) | > loss_disc_real_3: 0.2923320233821869 (0.2731270775198936) | > loss_disc_real_4: 0.2948491871356964 (0.21716063916683198) | > loss_disc_real_5: 0.2844812870025635 (0.2077159933745861) | > loss_0: 2.487778902053833 (2.4419110774993897) | > loss_gen: 2.5575592517852783 (2.3671953201293947) | > loss_kl: 2.93062162399292 (3.1605122566223143) | > loss_feat: 4.8325324058532715 (6.6156535148620605) | > loss_mel: 14.38687801361084 (16.85067434310913) | > loss_duration: 2.3946633338928223 (2.3827544689178466) | > loss_1: 27.10225486755371 (31.37679042816162)  --> STEP: 11 | > loss_disc: 2.4224963188171387 (2.4401460994373667) | > loss_disc_real_0: 0.17321684956550598 (0.14530989493836055) | > loss_disc_real_1: 0.28143787384033203 (0.2442996488376097) | > loss_disc_real_2: 0.14804485440254211 (0.20577103170481595) | > loss_disc_real_3: 0.27447283267974854 (0.27324941889806226) | > loss_disc_real_4: 0.22976632416248322 (0.218306610530073) | > loss_disc_real_5: 0.21573249995708466 (0.2084447667002678) | > loss_0: 2.4224963188171387 (2.4401460994373667) | > loss_gen: 2.3295044898986816 (2.3637688810175117) | > loss_kl: 4.039027690887451 (3.2403772961009634) | > loss_feat: 5.88515567779541 (6.549244620583274) | > loss_mel: 15.472480773925781 (16.725384018637918) | > loss_duration: 2.510993719100952 (2.3944125825708564) | > loss_1: 30.23716163635254 (31.273187810724433)  --> STEP: 12 | > loss_disc: 2.33660626411438 (2.431517779827118) | > loss_disc_real_0: 0.08602364361286163 (0.14036937399456897) | > loss_disc_real_1: 0.22284264862537384 (0.24251156548659006) | > loss_disc_real_2: 0.2022319734096527 (0.20547611018021902) | > loss_disc_real_3: 0.28660133481025696 (0.27436207855741185) | > loss_disc_real_4: 0.22870738804340363 (0.2191733419895172) | > loss_disc_real_5: 0.1668071299791336 (0.20497496364017329) | > loss_0: 2.33660626411438 (2.431517779827118) | > loss_gen: 2.402043104171753 (2.3669583996136985) | > loss_kl: 2.6898186206817627 (3.1944974064826965) | > loss_feat: 7.581414222717285 (6.635258754094441) | > loss_mel: 17.50601577758789 (16.790436665217083) | > loss_duration: 2.3148093223571777 (2.3877789775530496) | > loss_1: 32.49409866333008 (31.374930381774902)  --> STEP: 13 | > loss_disc: 2.4620652198791504 (2.4338675829080434) | > loss_disc_real_0: 0.10885728150606155 (0.13794536688006842) | > loss_disc_real_1: 0.2728883922100067 (0.24484824446531442) | > loss_disc_real_2: 0.16432295739650726 (0.20231048304301041) | > loss_disc_real_3: 0.23422005772590637 (0.27127423080114216) | > loss_disc_real_4: 0.1376512497663498 (0.21290241181850433) | > loss_disc_real_5: 0.1316954642534256 (0.1993380790719619) | > loss_0: 2.4620652198791504 (2.4338675829080434) | > loss_gen: 2.061331033706665 (2.343448602236234) | > loss_kl: 3.3304553031921387 (3.2049557062295766) | > loss_feat: 6.945573806762695 (6.6591291427612305) | > loss_mel: 14.840967178344727 (16.64047747391921) | > loss_duration: 2.2683231830596924 (2.37859007028433) | > loss_1: 29.446651458740234 (31.22660123384916)  --> STEP: 14 | > loss_disc: 2.506863594055176 (2.4390815837042674) | > loss_disc_real_0: 0.12100894749164581 (0.13673562263803823) | > loss_disc_real_1: 0.23845919966697693 (0.24439188412257604) | > loss_disc_real_2: 0.21053427457809448 (0.20289789672408784) | > loss_disc_real_3: 0.2671884596347809 (0.2709823900035449) | > loss_disc_real_4: 0.23245207965373993 (0.21429881666387832) | > loss_disc_real_5: 0.24717824161052704 (0.2027552335390023) | > loss_0: 2.506863594055176 (2.4390815837042674) | > loss_gen: 2.346529483795166 (2.343668665204729) | > loss_kl: 3.817817449569702 (3.2487315450395857) | > loss_feat: 6.034570693969727 (6.614517824990409) | > loss_mel: 17.48773765563965 (16.70099605832781) | > loss_duration: 2.4145126342773438 (2.3811559677124023) | > loss_1: 32.101165771484375 (31.28907012939453)  --> STEP: 15 | > loss_disc: 2.6132898330688477 (2.4506954669952394) | > loss_disc_real_0: 0.1820710003376007 (0.1397579811513424) | > loss_disc_real_1: 0.26909101009368896 (0.24603849252065021) | > loss_disc_real_2: 0.19931524991989136 (0.2026590536038081) | > loss_disc_real_3: 0.27102547883987427 (0.27098526259263356) | > loss_disc_real_4: 0.2267608344554901 (0.21512961784998577) | > loss_disc_real_5: 0.1869245022535324 (0.2016998514533043) | > loss_0: 2.6132898330688477 (2.4506954669952394) | > loss_gen: 2.2293872833251953 (2.3360499064127604) | > loss_kl: 3.749690055847168 (3.2821287790934246) | > loss_feat: 6.159072399139404 (6.584154796600342) | > loss_mel: 16.837249755859375 (16.710079638163247) | > loss_duration: 2.455300807952881 (2.3860989570617677) | > loss_1: 31.430700302124023 (31.298512140909832)  --> STEP: 16 | > loss_disc: 2.748659372329712 (2.469318211078644) | > loss_disc_real_0: 0.24219700694084167 (0.1461604202631861) | > loss_disc_real_1: 0.1978575587272644 (0.24302718415856361) | > loss_disc_real_2: 0.19226373732089996 (0.20200934633612633) | > loss_disc_real_3: 0.3080667555332184 (0.2733028559014201) | > loss_disc_real_4: 0.2662450671195984 (0.21832433342933655) | > loss_disc_real_5: 0.25002509355545044 (0.20472017908468843) | > loss_0: 2.748659372329712 (2.469318211078644) | > loss_gen: 2.183675527572632 (2.3265265077352524) | > loss_kl: 3.284552574157715 (3.2822802662849426) | > loss_feat: 5.516974449157715 (6.517456024885178) | > loss_mel: 15.531986236572266 (16.636448800563812) | > loss_duration: 2.448233127593994 (2.3899823427200317) | > loss_1: 28.965421676635742 (31.1526939868927)  --> STEP: 17 | > loss_disc: 2.3452303409576416 (2.4620189246009376) | > loss_disc_real_0: 0.11760154366493225 (0.14448048634564176) | > loss_disc_real_1: 0.2336968183517456 (0.24247833911110372) | > loss_disc_real_2: 0.27762627601623535 (0.20645740102319157) | > loss_disc_real_3: 0.2911034822463989 (0.2743499515687718) | > loss_disc_real_4: 0.21392355859279633 (0.21806546432130477) | > loss_disc_real_5: 0.18139322102069855 (0.20334800508092432) | > loss_0: 2.3452303409576416 (2.4620189246009376) | > loss_gen: 2.5676839351654053 (2.3407122387605557) | > loss_kl: 2.8573436737060547 (3.257283996133243) | > loss_feat: 8.118470191955566 (6.611633328830495) | > loss_mel: 17.71903419494629 (16.700130294351016) | > loss_duration: 2.4784657955169678 (2.3951872517080868) | > loss_1: 33.740997314453125 (31.30494712380802)  --> STEP: 18 | > loss_disc: 2.237779140472412 (2.4495611588160195) | > loss_disc_real_0: 0.0685369074344635 (0.14026139862835407) | > loss_disc_real_1: 0.1530948281288147 (0.23751258850097656) | > loss_disc_real_2: 0.10047338902950287 (0.20056940035687554) | > loss_disc_real_3: 0.2059219777584076 (0.27054839746819603) | > loss_disc_real_4: 0.23031045496463776 (0.2187457415792677) | > loss_disc_real_5: 0.2124219685792923 (0.203852114164167) | > loss_0: 2.237779140472412 (2.4495611588160195) | > loss_gen: 2.2356443405151367 (2.334875133302477) | > loss_kl: 2.92283034324646 (3.238703237639533) | > loss_feat: 7.5128092765808105 (6.661698659261067) | > loss_mel: 21.228212356567383 (16.951690408918594) | > loss_duration: 2.2582592964172363 (2.3875801430808172) | > loss_1: 36.15775680541992 (31.574547661675346)  --> STEP: 19 | > loss_disc: 2.4170613288879395 (2.447850641451384) | > loss_disc_real_0: 0.12435928732156754 (0.13942444540168109) | > loss_disc_real_1: 0.2089092880487442 (0.2360071516350696) | > loss_disc_real_2: 0.2348499447107315 (0.20237363953339427) | > loss_disc_real_3: 0.265406996011734 (0.2702777973915401) | > loss_disc_real_4: 0.1437998116016388 (0.2148012189488662) | > loss_disc_real_5: 0.14034435153007507 (0.20050960034132004) | > loss_0: 2.4170613288879395 (2.447850641451384) | > loss_gen: 2.1317059993743896 (2.324182020990472) | > loss_kl: 2.31527042388916 (3.19010151060004) | > loss_feat: 8.990203857421875 (6.784251564427426) | > loss_mel: 17.573366165161133 (16.984410185562936) | > loss_duration: 2.35136079788208 (2.385673861754568) | > loss_1: 33.361907958984375 (31.66861925627056)  --> STEP: 20 | > loss_disc: 2.3824472427368164 (2.4445804715156556) | > loss_disc_real_0: 0.12672129273414612 (0.13878928776830435) | > loss_disc_real_1: 0.2935856282711029 (0.23888607546687127) | > loss_disc_real_2: 0.25194695591926575 (0.20485230535268784) | > loss_disc_real_3: 0.26580891013145447 (0.27005435302853587) | > loss_disc_real_4: 0.22016195952892303 (0.21506925597786902) | > loss_disc_real_5: 0.21350222826004028 (0.20115923173725606) | > loss_0: 2.3824472427368164 (2.4445804715156556) | > loss_gen: 2.4925484657287598 (2.3326003432273863) | > loss_kl: 2.5892369747161865 (3.160058283805847) | > loss_feat: 5.732478618621826 (6.731662917137146) | > loss_mel: 17.153764724731445 (16.99287791252136) | > loss_duration: 2.3167648315429688 (2.382228410243988) | > loss_1: 30.284791946411133 (31.599427890777587)  --> STEP: 21 | > loss_disc: 2.424808979034424 (2.443638971873692) | > loss_disc_real_0: 0.15698108077049255 (0.1396555636255514) | > loss_disc_real_1: 0.2437039613723755 (0.2391154986052286) | > loss_disc_real_2: 0.22776059806346893 (0.2059431764341536) | > loss_disc_real_3: 0.2658344507217407 (0.26985340529964086) | > loss_disc_real_4: 0.2437407523393631 (0.21643456532841637) | > loss_disc_real_5: 0.2293727844953537 (0.2025027342495464) | > loss_0: 2.424808979034424 (2.443638971873692) | > loss_gen: 2.3446903228759766 (2.333176056543986) | > loss_kl: 2.233443021774292 (3.11593374751863) | > loss_feat: 5.067272186279297 (6.652406215667725) | > loss_mel: 13.61671257019043 (16.832108134315128) | > loss_duration: 2.184448719024658 (2.372810329709734) | > loss_1: 25.446565628051758 (31.306434449695406)  --> STEP: 22 | > loss_disc: 2.3300700187683105 (2.4384767467325386) | > loss_disc_real_0: 0.1400585174560547 (0.1396738797087561) | > loss_disc_real_1: 0.21626366674900055 (0.23807677897540006) | > loss_disc_real_2: 0.181732639670372 (0.20484269749034534) | > loss_disc_real_3: 0.2777778208255768 (0.2702136060053652) | > loss_disc_real_4: 0.20993566513061523 (0.21613916077397086) | > loss_disc_real_5: 0.28375452756881714 (0.20619599758224053) | > loss_0: 2.3300700187683105 (2.4384767467325386) | > loss_gen: 2.51045560836792 (2.3412342179905283) | > loss_kl: 2.4895546436309814 (3.087461970069192) | > loss_feat: 6.729029655456543 (6.655889099294489) | > loss_mel: 18.140607833862305 (16.891585393385455) | > loss_duration: 2.2195355892181396 (2.365843296051025) | > loss_1: 32.08918380737305 (31.34201396595348)  --> STEP: 23 | > loss_disc: 2.6023643016815186 (2.4456022925998853) | > loss_disc_real_0: 0.1982499361038208 (0.1422206647694111) | > loss_disc_real_1: 0.339935302734375 (0.24250541044318158) | > loss_disc_real_2: 0.17508484423160553 (0.2035488777834436) | > loss_disc_real_3: 0.2823117673397064 (0.2707396130199018) | > loss_disc_real_4: 0.2632322311401367 (0.21818668557249982) | > loss_disc_real_5: 0.2870025336742401 (0.20970932523841443) | > loss_0: 2.6023643016815186 (2.4456022925998853) | > loss_gen: 2.419542074203491 (2.3446389073910923) | > loss_kl: 2.818636655807495 (3.075773912927379) | > loss_feat: 5.328526973724365 (6.59817770253057) | > loss_mel: 15.750654220581055 (16.841979690220047) | > loss_duration: 2.2802488803863525 (2.3621217997177784) | > loss_1: 28.59760856628418 (31.222691992054816)  --> STEP: 24 | > loss_disc: 2.525905132293701 (2.448948244253794) | > loss_disc_real_0: 0.14919087290763855 (0.1425110901085039) | > loss_disc_real_1: 0.2556535303592682 (0.2430532487730185) | > loss_disc_real_2: 0.23466064035892487 (0.20484520122408867) | > loss_disc_real_3: 0.31929534673690796 (0.2727627685914437) | > loss_disc_real_4: 0.21722419559955597 (0.21814658182362714) | > loss_disc_real_5: 0.2176780253648758 (0.21004135441035032) | > loss_0: 2.525905132293701 (2.448948244253794) | > loss_gen: 2.399230480194092 (2.346913556257884) | > loss_kl: 2.356217622756958 (3.0457924008369446) | > loss_feat: 5.338400840759277 (6.545686999956767) | > loss_mel: 17.492101669311523 (16.869068106015526) | > loss_duration: 2.435573101043701 (2.3651822706063585) | > loss_1: 30.02152442932129 (31.172643343607586)  --> STEP: 25 | > loss_disc: 2.603433847427368 (2.4551276683807375) | > loss_disc_real_0: 0.25127413868904114 (0.14686161205172538) | > loss_disc_real_1: 0.22444623708724976 (0.24230896830558776) | > loss_disc_real_2: 0.20227409899234772 (0.20474235713481903) | > loss_disc_real_3: 0.31364041566848755 (0.27439787447452546) | > loss_disc_real_4: 0.27084317803382874 (0.22025444567203523) | > loss_disc_real_5: 0.3316268026828766 (0.21490477234125138) | > loss_0: 2.603433847427368 (2.4551276683807375) | > loss_gen: 2.516939163208008 (2.353714580535889) | > loss_kl: 3.034761428833008 (3.0453511619567872) | > loss_feat: 6.844358921051025 (6.557633876800537) | > loss_mel: 16.75166130065918 (16.864371833801272) | > loss_duration: 2.409959316253662 (2.3669733524322507) | > loss_1: 31.557680130004883 (31.188044815063478)  --> STEP: 26 | > loss_disc: 2.6915602684020996 (2.4642212299200206) | > loss_disc_real_0: 0.05521441623568535 (0.1433367199049546) | > loss_disc_real_1: 0.2655239701271057 (0.24320185299103075) | > loss_disc_real_2: 0.20492902398109436 (0.20474953662890655) | > loss_disc_real_3: 0.19374240934848785 (0.2712957412004471) | > loss_disc_real_4: 0.22103090584278107 (0.22028430952475622) | > loss_disc_real_5: 0.24396264553070068 (0.2160223828485379) | > loss_0: 2.6915602684020996 (2.4642212299200206) | > loss_gen: 1.6915192604064941 (2.328245529761681) | > loss_kl: 2.315631628036499 (3.017285026036776) | > loss_feat: 5.917755126953125 (6.533023155652559) | > loss_mel: 11.994620323181152 (16.67707369877742) | > loss_duration: 2.2986583709716797 (2.3643458531453057) | > loss_1: 24.218185424804688 (30.919973300053524) --> EVAL PERFORMANCE | > avg_loader_time: 0.002567401299109826 (+0.00012774650867168743) | > avg_loss_disc: 2.4642212299200206 (+0.04810230548565242) | > avg_loss_disc_real_0: 0.1433367199049546 (-0.03766183297221479) | > avg_loss_disc_real_1: 0.24320185299103075 (+0.03815877609528026) | > avg_loss_disc_real_2: 0.20474953662890655 (-0.019074037671089172) | > avg_loss_disc_real_3: 0.2712957412004471 (+0.03741383495239112) | > avg_loss_disc_real_4: 0.22028430952475622 (-0.021886276511045605) | > avg_loss_disc_real_5: 0.2160223828485379 (-0.04936618673113677) | > avg_loss_0: 2.4642212299200206 (+0.04810230548565242) | > avg_loss_gen: 2.328245529761681 (-0.1987171448194074) | > avg_loss_kl: 3.017285026036776 (+0.07686755290398217) | > avg_loss_feat: 6.533023155652559 (-0.3810710540184612) | > avg_loss_mel: 16.67707369877742 (-0.6158554737384456) | > avg_loss_duration: 2.3643458531453057 (-0.008366318849416743) | > avg_loss_1: 30.919973300053524 (-1.1271426127507205)  > EPOCH: 901/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:10:58)   --> TIME: 2024-06-12 07:11:06 -- STEP: 19/330 -- GLOBAL_STEP: 385350 | > loss_disc: 2.375847816467285 (2.2928421873795357) | > loss_disc_real_0: 0.0749034509062767 (0.10242028887334623) | > loss_disc_real_1: 0.17688871920108795 (0.19045256235097585) | > loss_disc_real_2: 0.19502593576908112 (0.2008075055323149) | > loss_disc_real_3: 0.23507335782051086 (0.22173854394962914) | > loss_disc_real_4: 0.22786840796470642 (0.23191399244885696) | > loss_disc_real_5: 0.21813124418258667 (0.22161304637005455) | > loss_0: 2.375847816467285 (2.2928421873795357) | > grad_norm_0: tensor(6.7143, device='cuda:0') (tensor(7.3158, device='cuda:0')) | > loss_gen: 2.359853744506836 (2.5094360803302966) | > loss_kl: 1.954441785812378 (1.9120976611187583) | > loss_feat: 7.5658674240112305 (6.905947911111932) | > loss_mel: 16.414335250854492 (17.296813563296677) | > loss_duration: 1.982801914215088 (2.037090696786579) | > loss_1: 30.277299880981445 (30.661385887547542) | > grad_norm_1: tensor(65.1379, device='cuda:0') (tensor(82.3351, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3517 (0.35753016722829717) | > loader_time: 0.0032 (0.003120096106278269)  --> TIME: 2024-06-12 07:11:15 -- STEP: 44/330 -- GLOBAL_STEP: 385375 | > loss_disc: 2.3142783641815186 (2.3069887540557166) | > loss_disc_real_0: 0.0923699215054512 (0.10508594374087724) | > loss_disc_real_1: 0.18874049186706543 (0.18890524384650317) | > loss_disc_real_2: 0.24247972667217255 (0.2041630121794614) | > loss_disc_real_3: 0.2383926808834076 (0.22308039902286095) | > loss_disc_real_4: 0.22623713314533234 (0.23202219740910965) | > loss_disc_real_5: 0.2217254936695099 (0.222043956883929) | > loss_0: 2.3142783641815186 (2.3069887540557166) | > grad_norm_0: tensor(6.4950, device='cuda:0') (tensor(8.2756, device='cuda:0')) | > loss_gen: 2.6433255672454834 (2.5256584936922244) | > loss_kl: 2.045131206512451 (1.9489667442711918) | > loss_feat: 8.162437438964844 (7.0261618007313125) | > loss_mel: 17.597591400146484 (17.28401379151778) | > loss_duration: 1.892249584197998 (1.9910018904642626) | > loss_1: 32.340736389160156 (30.775802742351186) | > grad_norm_1: tensor(75.1027, device='cuda:0') (tensor(83.9599, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3769 (0.3589618747884577) | > loader_time: 0.0031 (0.0033077272501858797)  --> TIME: 2024-06-12 07:11:25 -- STEP: 69/330 -- GLOBAL_STEP: 385400 | > loss_disc: 2.420501232147217 (2.3162891070048004) | > loss_disc_real_0: 0.13105162978172302 (0.10539357731307762) | > loss_disc_real_1: 0.17159996926784515 (0.19099485485450082) | > loss_disc_real_2: 0.2379940003156662 (0.20560110500757245) | > loss_disc_real_3: 0.23741449415683746 (0.22506030810915906) | > loss_disc_real_4: 0.24686294794082642 (0.2306854444137518) | > loss_disc_real_5: 0.2662343680858612 (0.2229916798895684) | > loss_0: 2.420501232147217 (2.3162891070048004) | > grad_norm_0: tensor(14.0442, device='cuda:0') (tensor(8.6483, device='cuda:0')) | > loss_gen: 2.611104965209961 (2.5129957579184263) | > loss_kl: 2.0624942779541016 (1.9721960572228916) | > loss_feat: 7.054107666015625 (7.0559631568798125) | > loss_mel: 16.862775802612305 (17.270143177198328) | > loss_duration: 1.9173089265823364 (1.980375229448512) | > loss_1: 30.50779151916504 (30.791673411493715) | > grad_norm_1: tensor(99.5899, device='cuda:0') (tensor(89.8376, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3575 (0.36343969123950903) | > loader_time: 0.0036 (0.003458662309508393)  --> TIME: 2024-06-12 07:11:34 -- STEP: 94/330 -- GLOBAL_STEP: 385425 | > loss_disc: 2.3350672721862793 (2.3256633002707288) | > loss_disc_real_0: 0.12789064645767212 (0.10668901512597467) | > loss_disc_real_1: 0.18979057669639587 (0.19215981472045826) | > loss_disc_real_2: 0.19153687357902527 (0.2065926062616896) | > loss_disc_real_3: 0.2147396355867386 (0.2247827487423065) | > loss_disc_real_4: 0.23563574254512787 (0.23089407447804797) | > loss_disc_real_5: 0.20516522228717804 (0.22322248461398672) | > loss_0: 2.3350672721862793 (2.3256633002707288) | > grad_norm_0: tensor(17.4266, device='cuda:0') (tensor(9.0393, device='cuda:0')) | > loss_gen: 2.5536394119262695 (2.5049855861257995) | > loss_kl: 2.0017249584198 (1.979779376628551) | > loss_feat: 7.016427040100098 (7.048294762347607) | > loss_mel: 17.38432502746582 (17.237361157194094) | > loss_duration: 1.998888611793518 (1.9782955240696034) | > loss_1: 30.95500373840332 (30.748716334079173) | > grad_norm_1: tensor(262.6082, device='cuda:0') (tensor(99.0331, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.371 (0.3652440664616037) | > loader_time: 0.0039 (0.003564129484460709)  --> TIME: 2024-06-12 07:11:44 -- STEP: 119/330 -- GLOBAL_STEP: 385450 | > loss_disc: 2.3122730255126953 (2.3370728833334775) | > loss_disc_real_0: 0.10461461544036865 (0.1079355125792888) | > loss_disc_real_1: 0.22797921299934387 (0.19311619005283392) | > loss_disc_real_2: 0.18499954044818878 (0.2070556959184278) | > loss_disc_real_3: 0.2429790049791336 (0.22772842683211095) | > loss_disc_real_4: 0.22750934958457947 (0.23136749187437425) | > loss_disc_real_5: 0.20489555597305298 (0.22358251657305644) | > loss_0: 2.3122730255126953 (2.3370728833334775) | > grad_norm_0: tensor(4.5237, device='cuda:0') (tensor(9.0981, device='cuda:0')) | > loss_gen: 2.6517558097839355 (2.4973446240946013) | > loss_kl: 2.1103785037994385 (1.9850072299732882) | > loss_feat: 7.4906907081604 (7.043778691973005) | > loss_mel: 17.07526206970215 (17.220823384132707) | > loss_duration: 1.9819508790969849 (1.9811597932286624) | > loss_1: 31.31003761291504 (30.72811359117011) | > grad_norm_1: tensor(107.7362, device='cuda:0') (tensor(100.7898, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3721 (0.3679175577243837) | > loader_time: 0.0037 (0.0036868047313529904)  --> TIME: 2024-06-12 07:11:53 -- STEP: 144/330 -- GLOBAL_STEP: 385475 | > loss_disc: 2.4156856536865234 (2.3504712515407125) | > loss_disc_real_0: 0.13610026240348816 (0.11006293570001918) | > loss_disc_real_1: 0.22026802599430084 (0.19454100521074402) | > loss_disc_real_2: 0.21016858518123627 (0.20930222628845105) | > loss_disc_real_3: 0.25462907552719116 (0.2289477488439944) | > loss_disc_real_4: 0.23033501207828522 (0.23146390273339218) | > loss_disc_real_5: 0.2279033064842224 (0.22367295581433508) | > loss_0: 2.4156856536865234 (2.3504712515407125) | > grad_norm_0: tensor(13.6199, device='cuda:0') (tensor(9.1432, device='cuda:0')) | > loss_gen: 2.5576119422912598 (2.49085507624679) | > loss_kl: 2.0291926860809326 (1.9930570589171515) | > loss_feat: 7.207918167114258 (7.039343860414294) | > loss_mel: 17.220746994018555 (17.208286484082542) | > loss_duration: 1.9814196825027466 (1.986368830005328) | > loss_1: 30.996891021728516 (30.717911296420628) | > grad_norm_1: tensor(221.8716, device='cuda:0') (tensor(101.5323, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3951 (0.370348173711035) | > loader_time: 0.0048 (0.003812132610215081)  --> TIME: 2024-06-12 07:12:03 -- STEP: 169/330 -- GLOBAL_STEP: 385500 | > loss_disc: 2.3613250255584717 (2.350243015402167) | > loss_disc_real_0: 0.12379364669322968 (0.11135607151061118) | > loss_disc_real_1: 0.21957290172576904 (0.1941466588945783) | > loss_disc_real_2: 0.1990075707435608 (0.20900324489590685) | > loss_disc_real_3: 0.22362028062343597 (0.22840505732587102) | > loss_disc_real_4: 0.23061402142047882 (0.23225427917122135) | > loss_disc_real_5: 0.22243241965770721 (0.22346141317186977) | > loss_0: 2.3613250255584717 (2.350243015402167) | > grad_norm_0: tensor(12.2653, device='cuda:0') (tensor(9.4002, device='cuda:0')) | > loss_gen: 2.5450220108032227 (2.486649015246057) | > loss_kl: 2.1105380058288574 (2.004115191437084) | > loss_feat: 7.139246940612793 (7.025092438127867) | > loss_mel: 16.66613006591797 (17.194974933150256) | > loss_duration: 2.0491294860839844 (1.992316839257641) | > loss_1: 30.510066986083984 (30.70314842991575) | > grad_norm_1: tensor(296.6907, device='cuda:0') (tensor(105.1725, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3891 (0.3731972550499367) | > loader_time: 0.0041 (0.003894704333423863) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_385500.pth  --> TIME: 2024-06-12 07:12:17 -- STEP: 194/330 -- GLOBAL_STEP: 385525 | > loss_disc: 2.3471388816833496 (2.355096798582174) | > loss_disc_real_0: 0.09716472029685974 (0.11223986118878285) | > loss_disc_real_1: 0.25802063941955566 (0.1949103252635788) | > loss_disc_real_2: 0.22550900280475616 (0.2098898842316313) | > loss_disc_real_3: 0.24316327273845673 (0.22899536243111818) | > loss_disc_real_4: 0.22754819691181183 (0.23247285986069552) | > loss_disc_real_5: 0.23637451231479645 (0.22368942830980437) | > loss_0: 2.3471388816833496 (2.355096798582174) | > grad_norm_0: tensor(11.0919, device='cuda:0') (tensor(9.9571, device='cuda:0')) | > loss_gen: 2.5062849521636963 (2.4817581901845225) | > loss_kl: 2.0751516819000244 (2.011485356031004) | > loss_feat: 7.014204978942871 (7.002917154548094) | > loss_mel: 17.423053741455078 (17.167497782363107) | > loss_duration: 2.030762195587158 (2.000502201699719) | > loss_1: 31.049455642700195 (30.664160698959506) | > grad_norm_1: tensor(223.4802, device='cuda:0') (tensor(114.0356, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.3952 (0.37636218980415576) | > loader_time: 0.0047 (0.004002446980820486)  --> TIME: 2024-06-12 07:12:28 -- STEP: 219/330 -- GLOBAL_STEP: 385550 | > loss_disc: 2.4831652641296387 (2.3589704929421482) | > loss_disc_real_0: 0.17992493510246277 (0.11354850923225758) | > loss_disc_real_1: 0.23251205682754517 (0.19530522408278558) | > loss_disc_real_2: 0.18248781561851501 (0.21001863472810076) | > loss_disc_real_3: 0.20423421263694763 (0.2290883821575609) | > loss_disc_real_4: 0.24609021842479706 (0.23216643752572744) | > loss_disc_real_5: 0.2501918077468872 (0.22345081400381375) | > loss_0: 2.4831652641296387 (2.3589704929421482) | > grad_norm_0: tensor(30.9812, device='cuda:0') (tensor(10.8840, device='cuda:0')) | > loss_gen: 2.3800652027130127 (2.4794400783434294) | > loss_kl: 2.017587423324585 (2.01959354910132) | > loss_feat: 6.793966770172119 (6.997215721705189) | > loss_mel: 16.780366897583008 (17.124848396266437) | > loss_duration: 2.0800952911376953 (2.008713772307792) | > loss_1: 30.052082061767578 (30.629811517724164) | > grad_norm_1: tensor(86.6680, device='cuda:0') (tensor(132.0762, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.412 (0.37943006323897127) | > loader_time: 0.0052 (0.004114706222325154)  --> TIME: 2024-06-12 07:12:39 -- STEP: 244/330 -- GLOBAL_STEP: 385575 | > loss_disc: 2.556485652923584 (2.35875149144501) | > loss_disc_real_0: 0.15416139364242554 (0.1150059118622639) | > loss_disc_real_1: 0.18295210599899292 (0.19532062278174958) | > loss_disc_real_2: 0.18882706761360168 (0.2101611218369398) | > loss_disc_real_3: 0.24057058990001678 (0.22909871745304983) | > loss_disc_real_4: 0.2122264802455902 (0.2317131561700438) | > loss_disc_real_5: 0.2580450773239136 (0.22245201175330115) | > loss_0: 2.556485652923584 (2.35875149144501) | > grad_norm_0: tensor(42.5140, device='cuda:0') (tensor(12.7600, device='cuda:0')) | > loss_gen: 2.3568115234375 (2.4841124620593953) | > loss_kl: 2.003627061843872 (2.0224347251360535) | > loss_feat: 6.5499701499938965 (7.003738117999718) | > loss_mel: 16.820615768432617 (17.096650236942736) | > loss_duration: 2.046700954437256 (2.017879522237622) | > loss_1: 29.777727127075195 (30.624815104437655) | > grad_norm_1: tensor(195.6443, device='cuda:0') (tensor(154.5286, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.4318 (0.38414947615295153) | > loader_time: 0.0058 (0.004257683871222325)  --> TIME: 2024-06-12 07:12:50 -- STEP: 269/330 -- GLOBAL_STEP: 385600 | > loss_disc: 2.2711710929870605 (2.3586484393222626) | > loss_disc_real_0: 0.10908062011003494 (0.1150109789240759) | > loss_disc_real_1: 0.20541565120220184 (0.19529533397309393) | > loss_disc_real_2: 0.17231638729572296 (0.21014364213305334) | > loss_disc_real_3: 0.24360810220241547 (0.22928851311091597) | > loss_disc_real_4: 0.24021346867084503 (0.23244220716359448) | > loss_disc_real_5: 0.1757831573486328 (0.221844226675849) | > loss_0: 2.2711710929870605 (2.3586484393222626) | > grad_norm_0: tensor(16.5796, device='cuda:0') (tensor(14.5093, device='cuda:0')) | > loss_gen: 2.723884344100952 (2.493675169005269) | > loss_kl: 1.9059548377990723 (2.025286222922315) | > loss_feat: 7.584094524383545 (7.044165192926683) | > loss_mel: 17.18876838684082 (17.049793371037488) | > loss_duration: 2.1315348148345947 (2.0263770637015885) | > loss_1: 31.534236907958984 (30.639297024468064) | > grad_norm_1: tensor(543.1720, device='cuda:0') (tensor(179.8680, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.4308 (0.3889074653497858) | > loader_time: 0.0055 (0.004427736133447811)  --> TIME: 2024-06-12 07:13:01 -- STEP: 294/330 -- GLOBAL_STEP: 385625 | > loss_disc: 2.3679909706115723 (2.3595589967001045) | > loss_disc_real_0: 0.1571063995361328 (0.11700955765689311) | > loss_disc_real_1: 0.18303976953029633 (0.1954795356814553) | > loss_disc_real_2: 0.23330338299274445 (0.21005722839816085) | > loss_disc_real_3: 0.22842566668987274 (0.22928890296999288) | > loss_disc_real_4: 0.232661634683609 (0.23225426567452295) | > loss_disc_real_5: 0.20784497261047363 (0.2211002193036534) | > loss_0: 2.3679909706115723 (2.3595589967001045) | > grad_norm_0: tensor(49.6194, device='cuda:0') (tensor(16.7015, device='cuda:0')) | > loss_gen: 2.388766288757324 (2.494927048683166) | > loss_kl: 2.0746262073516846 (2.0297607191565907) | > loss_feat: 6.900637149810791 (7.043429418485992) | > loss_mel: 16.463821411132812 (17.008253097534187) | > loss_duration: 2.182244300842285 (2.037088523916648) | > loss_1: 30.010093688964844 (30.61345879561236) | > grad_norm_1: tensor(743.6508, device='cuda:0') (tensor(210.8819, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.4666 (0.3946032005102455) | > loader_time: 0.0069 (0.004598864081765519)  --> TIME: 2024-06-12 07:13:14 -- STEP: 319/330 -- GLOBAL_STEP: 385650 | > loss_disc: 2.3556723594665527 (2.3658610451557793) | > loss_disc_real_0: 0.09282565116882324 (0.11881172407103183) | > loss_disc_real_1: 0.21423132717609406 (0.1962583232262292) | > loss_disc_real_2: 0.20631693303585052 (0.21030196141112933) | > loss_disc_real_3: 0.23440229892730713 (0.22920341084369672) | > loss_disc_real_4: 0.24557463824748993 (0.2323053867372226) | > loss_disc_real_5: 0.2291308343410492 (0.22131524470906278) | > loss_0: 2.3556723594665527 (2.3658610451557793) | > grad_norm_0: tensor(17.8268, device='cuda:0') (tensor(17.8271, device='cuda:0')) | > loss_gen: 2.4214138984680176 (2.491121256986755) | > loss_kl: 2.07068133354187 (2.0337797795717263) | > loss_feat: 8.17739200592041 (7.047843979443876) | > loss_mel: 16.8350772857666 (16.974450027681076) | > loss_duration: 2.233853340148926 (2.051275087374507) | > loss_1: 31.738418579101562 (30.598470107888726) | > grad_norm_1: tensor(455.7119, device='cuda:0') (tensor(228.7070, device='cuda:0')) | > current_lr_0: 0.00017869587292352996 | > current_lr_1: 0.00017869587292352996 | > step_time: 0.5496 (0.4034126462607546) | > loader_time: 0.0092 (0.0048472858895328725)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.490485668182373 (2.490485668182373) | > loss_disc_real_0: 0.19498920440673828 (0.19498920440673828) | > loss_disc_real_1: 0.15918129682540894 (0.15918129682540894) | > loss_disc_real_2: 0.21019461750984192 (0.21019461750984192) | > loss_disc_real_3: 0.258920282125473 (0.258920282125473) | > loss_disc_real_4: 0.2506275773048401 (0.2506275773048401) | > loss_disc_real_5: 0.25603774189949036 (0.25603774189949036) | > loss_0: 2.490485668182373 (2.490485668182373) | > loss_gen: 2.3056368827819824 (2.3056368827819824) | > loss_kl: 2.8014118671417236 (2.8014118671417236) | > loss_feat: 5.6772050857543945 (5.6772050857543945) | > loss_mel: 15.19149398803711 (15.19149398803711) | > loss_duration: 3.063581943511963 (3.063581943511963) | > loss_1: 29.039329528808594 (29.039329528808594)  --> STEP: 1 | > loss_disc: 2.2077155113220215 (2.2077155113220215) | > loss_disc_real_0: 0.13103000819683075 (0.13103000819683075) | > loss_disc_real_1: 0.15220877528190613 (0.15220877528190613) | > loss_disc_real_2: 0.18330387771129608 (0.18330387771129608) | > loss_disc_real_3: 0.15568134188652039 (0.15568134188652039) | > loss_disc_real_4: 0.2117880880832672 (0.2117880880832672) | > loss_disc_real_5: 0.18320564925670624 (0.18320564925670624) | > loss_0: 2.2077155113220215 (2.2077155113220215) | > loss_gen: 2.4119086265563965 (2.4119086265563965) | > loss_kl: 3.201709747314453 (3.201709747314453) | > loss_feat: 6.837718963623047 (6.837718963623047) | > loss_mel: 17.63474464416504 (17.63474464416504) | > loss_duration: 2.555230140686035 (2.555230140686035) | > loss_1: 32.64131164550781 (32.64131164550781)  --> STEP: 2 | > loss_disc: 2.360360622406006 (2.2840380668640137) | > loss_disc_real_0: 0.086973175406456 (0.10900159180164337) | > loss_disc_real_1: 0.1991783231496811 (0.1756935492157936) | > loss_disc_real_2: 0.13803823292255402 (0.16067105531692505) | > loss_disc_real_3: 0.16400979459285736 (0.15984556823968887) | > loss_disc_real_4: 0.17292121052742004 (0.19235464930534363) | > loss_disc_real_5: 0.1323675513267517 (0.15778660029172897) | > loss_0: 2.360360622406006 (2.2840380668640137) | > loss_gen: 1.9316542148590088 (2.1717814207077026) | > loss_kl: 3.0549745559692383 (3.1283421516418457) | > loss_feat: 6.281761169433594 (6.55974006652832) | > loss_mel: 17.670246124267578 (17.65249538421631) | > loss_duration: 2.5183401107788086 (2.536785125732422) | > loss_1: 31.456974029541016 (32.049142837524414)  --> STEP: 3 | > loss_disc: 2.3227932453155518 (2.296956459681193) | > loss_disc_real_0: 0.08106603473424911 (0.09968973944584529) | > loss_disc_real_1: 0.17175069451332092 (0.1743792643149694) | > loss_disc_real_2: 0.15740148723125458 (0.15958119928836823) | > loss_disc_real_3: 0.20644186437129974 (0.17537766695022583) | > loss_disc_real_4: 0.15979094803333282 (0.18150008221467337) | > loss_disc_real_5: 0.20685206353664398 (0.17414175470670065) | > loss_0: 2.3227932453155518 (2.296956459681193) | > loss_gen: 2.0288376808166504 (2.124133507410685) | > loss_kl: 3.4928970336914062 (3.2498604456583657) | > loss_feat: 6.6209397315979 (6.580139954884847) | > loss_mel: 15.334868431091309 (16.879953066507976) | > loss_duration: 2.310903549194336 (2.461491266886393) | > loss_1: 29.78844451904297 (31.295576731363933)  --> STEP: 4 | > loss_disc: 2.514974594116211 (2.3514609932899475) | > loss_disc_real_0: 0.1593899428844452 (0.11461479030549526) | > loss_disc_real_1: 0.19411244988441467 (0.1793125607073307) | > loss_disc_real_2: 0.19043253362178802 (0.16729403287172318) | > loss_disc_real_3: 0.21464894711971283 (0.18519548699259758) | > loss_disc_real_4: 0.18719299137592316 (0.1829233095049858) | > loss_disc_real_5: 0.21584579348564148 (0.18456776440143585) | > loss_0: 2.514974594116211 (2.3514609932899475) | > loss_gen: 2.103294849395752 (2.118923842906952) | > loss_kl: 3.79353666305542 (3.3857795000076294) | > loss_feat: 6.700113773345947 (6.610133409500122) | > loss_mel: 17.554523468017578 (17.048595666885376) | > loss_duration: 2.392005205154419 (2.4441197514533997) | > loss_1: 32.54347229003906 (31.607550621032715)  --> STEP: 5 | > loss_disc: 2.444094181060791 (2.369987630844116) | > loss_disc_real_0: 0.15636587142944336 (0.12296500653028489) | > loss_disc_real_1: 0.23131057620048523 (0.18971216380596162) | > loss_disc_real_2: 0.21611109375953674 (0.1770574450492859) | > loss_disc_real_3: 0.25470393896102905 (0.19909717738628388) | > loss_disc_real_4: 0.2610059976577759 (0.19853984713554382) | > loss_disc_real_5: 0.18883784115314484 (0.18542177975177765) | > loss_0: 2.444094181060791 (2.369987630844116) | > loss_gen: 2.3306493759155273 (2.161268949508667) | > loss_kl: 3.233900785446167 (3.355403757095337) | > loss_feat: 4.670235633850098 (6.222153854370117) | > loss_mel: 15.163776397705078 (16.671631813049316) | > loss_duration: 2.303008794784546 (2.415897560119629) | > loss_1: 27.70157241821289 (30.82635498046875)  --> STEP: 6 | > loss_disc: 2.323507308959961 (2.3622409105300903) | > loss_disc_real_0: 0.0861496552824974 (0.11682911465565364) | > loss_disc_real_1: 0.18301048874855042 (0.18859521796305975) | > loss_disc_real_2: 0.22990885376930237 (0.18586601316928864) | > loss_disc_real_3: 0.2493569552898407 (0.20747380703687668) | > loss_disc_real_4: 0.2541416883468628 (0.20780682067076364) | > loss_disc_real_5: 0.2541135251522064 (0.19687040398518244) | > loss_0: 2.323507308959961 (2.3622409105300903) | > loss_gen: 2.418910264968872 (2.2042091687520347) | > loss_kl: 2.933958053588867 (3.2851628065109253) | > loss_feat: 5.61445951461792 (6.120871464411418) | > loss_mel: 17.515682220458984 (16.812306880950928) | > loss_duration: 2.258575201034546 (2.3896771669387817) | > loss_1: 30.741586685180664 (30.81222693125407)  --> STEP: 7 | > loss_disc: 2.592773914337158 (2.395174196788243) | > loss_disc_real_0: 0.17416858673095703 (0.1250204678092684) | > loss_disc_real_1: 0.18033257126808167 (0.18741483986377716) | > loss_disc_real_2: 0.25103262066841125 (0.19517552852630615) | > loss_disc_real_3: 0.26401031017303467 (0.2155504503420421) | > loss_disc_real_4: 0.300130158662796 (0.2209958689553397) | > loss_disc_real_5: 0.26069262623786926 (0.20598786430699484) | > loss_0: 2.592773914337158 (2.395174196788243) | > loss_gen: 2.3430824279785156 (2.224048205784389) | > loss_kl: 5.103455543518066 (3.5449189117976596) | > loss_feat: 5.86109733581543 (6.083760874611991) | > loss_mel: 16.108949661254883 (16.711827278137207) | > loss_duration: 2.6289689540863037 (2.423861707959856) | > loss_1: 32.04555130004883 (30.988416126796178)  --> STEP: 8 | > loss_disc: 2.448465347290039 (2.4018355906009674) | > loss_disc_real_0: 0.1076706275343895 (0.12285173777490854) | > loss_disc_real_1: 0.19223110377788544 (0.1880168728530407) | > loss_disc_real_2: 0.1830073446035385 (0.1936545055359602) | > loss_disc_real_3: 0.2093658298254013 (0.214777372777462) | > loss_disc_real_4: 0.19597961008548737 (0.21786883659660816) | > loss_disc_real_5: 0.339144229888916 (0.222632410004735) | > loss_0: 2.448465347290039 (2.4018355906009674) | > loss_gen: 2.3147900104522705 (2.235390931367874) | > loss_kl: 4.106359481811523 (3.6150989830493927) | > loss_feat: 9.870750427246094 (6.557134568691254) | > loss_mel: 19.170305252075195 (17.019137024879456) | > loss_duration: 2.2812414169311523 (2.4060341715812683) | > loss_1: 37.743446350097656 (31.832794904708862)  --> STEP: 9 | > loss_disc: 2.5889015197753906 (2.42262069384257) | > loss_disc_real_0: 0.25851571559906006 (0.13792551308870316) | > loss_disc_real_1: 0.21047727763652802 (0.19051247338453928) | > loss_disc_real_2: 0.12658816576004028 (0.18620269000530243) | > loss_disc_real_3: 0.18743562698364258 (0.21173940102259317) | > loss_disc_real_4: 0.17397047579288483 (0.21299124095175) | > loss_disc_real_5: 0.20332005620002747 (0.22048659291532305) | > loss_0: 2.5889015197753906 (2.42262069384257) | > loss_gen: 2.3661673069000244 (2.2499216397603354) | > loss_kl: 2.2827706336975098 (3.4670624997880726) | > loss_feat: 11.998270988464355 (7.161705281999376) | > loss_mel: 19.169879913330078 (17.258108456929524) | > loss_duration: 2.1845345497131348 (2.381423102484809) | > loss_1: 38.001625061035156 (32.518220477634)  --> STEP: 10 | > loss_disc: 2.1930508613586426 (2.399663710594177) | > loss_disc_real_0: 0.1266660839319229 (0.13679957017302513) | > loss_disc_real_1: 0.18059417605400085 (0.18952064365148544) | > loss_disc_real_2: 0.18929770588874817 (0.18651219159364701) | > loss_disc_real_3: 0.1807996928691864 (0.2086454302072525) | > loss_disc_real_4: 0.18636733293533325 (0.21032885015010833) | > loss_disc_real_5: 0.25605878233909607 (0.22404381185770034) | > loss_0: 2.1930508613586426 (2.399663710594177) | > loss_gen: 2.4795567989349365 (2.2728851556777956) | > loss_kl: 2.7160587310791016 (3.3919621229171755) | > loss_feat: 7.693266868591309 (7.214861440658569) | > loss_mel: 17.20853614807129 (17.253151226043702) | > loss_duration: 2.4217562675476074 (2.385456418991089) | > loss_1: 32.5191764831543 (32.51831607818603)  --> STEP: 11 | > loss_disc: 2.3147454261779785 (2.391943866556341) | > loss_disc_real_0: 0.10632520914077759 (0.1340291737155481) | > loss_disc_real_1: 0.20724989473819733 (0.19113239375027744) | > loss_disc_real_2: 0.219343364238739 (0.18949684365229172) | > loss_disc_real_3: 0.20111848413944244 (0.20796116238290613) | > loss_disc_real_4: 0.16952082514762878 (0.20661902969533746) | > loss_disc_real_5: 0.1927167773246765 (0.22119589962742545) | > loss_0: 2.3147454261779785 (2.391943866556341) | > loss_gen: 2.416877269744873 (2.2859753478657114) | > loss_kl: 3.9895150661468506 (3.446285117756237) | > loss_feat: 7.8069963455200195 (7.2686918865550645) | > loss_mel: 15.796011924743652 (17.120684016834606) | > loss_duration: 2.529204845428467 (2.398524457758123) | > loss_1: 32.538604736328125 (32.5201605016535)  --> STEP: 12 | > loss_disc: 2.5730748176574707 (2.4070381124814353) | > loss_disc_real_0: 0.09926813095808029 (0.1311324201524258) | > loss_disc_real_1: 0.17976708710193634 (0.19018528486291567) | > loss_disc_real_2: 0.23559029400348663 (0.1933379645148913) | > loss_disc_real_3: 0.25412482023239136 (0.21180813387036324) | > loss_disc_real_4: 0.19548089802265167 (0.20569085205594698) | > loss_disc_real_5: 0.20874112844467163 (0.22015800202886263) | > loss_0: 2.5730748176574707 (2.4070381124814353) | > loss_gen: 2.0257444381713867 (2.264289438724518) | > loss_kl: 2.7856929302215576 (3.3912357687950134) | > loss_feat: 6.142583847045898 (7.174849549929301) | > loss_mel: 16.1774845123291 (17.042084058125813) | > loss_duration: 2.2874622344970703 (2.3892692724863687) | > loss_1: 29.418970108032227 (32.26172796885172)  --> STEP: 13 | > loss_disc: 2.516845226287842 (2.4154848135434666) | > loss_disc_real_0: 0.12442397326231003 (0.13061638577626306) | > loss_disc_real_1: 0.3264364004135132 (0.20066613990526933) | > loss_disc_real_2: 0.20912623405456543 (0.19455244678717393) | > loss_disc_real_3: 0.1649409383535385 (0.20820296498445365) | > loss_disc_real_4: 0.18868915736675262 (0.20438302938754743) | > loss_disc_real_5: 0.17811556160449982 (0.21692396815006548) | > loss_0: 2.516845226287842 (2.4154848135434666) | > loss_gen: 2.333493232727051 (2.2696128074939432) | > loss_kl: 3.661599636077881 (3.412032989355234) | > loss_feat: 8.47928237915039 (7.275190536792461) | > loss_mel: 17.347036361694336 (17.065541927631084) | > loss_duration: 2.266097068786621 (2.379794487586388) | > loss_1: 34.08750915527344 (32.40217267549955)  --> STEP: 14 | > loss_disc: 2.41606068611145 (2.4155259472983226) | > loss_disc_real_0: 0.15155278146266937 (0.13211184261100636) | > loss_disc_real_1: 0.17428024113178253 (0.19878143285002028) | > loss_disc_real_2: 0.1797707974910736 (0.19349661469459534) | > loss_disc_real_3: 0.26525741815567017 (0.21227828306811197) | > loss_disc_real_4: 0.22013859450817108 (0.2055084268961634) | > loss_disc_real_5: 0.17946651577949524 (0.21424843583788192) | > loss_0: 2.41606068611145 (2.4155259472983226) | > loss_gen: 2.2853806018829346 (2.270739078521728) | > loss_kl: 3.988016366958618 (3.453174659184047) | > loss_feat: 6.043500900268555 (7.187212705612183) | > loss_mel: 17.348691940307617 (17.08576692853655) | > loss_duration: 2.406489610671997 (2.381701282092503) | > loss_1: 32.072078704833984 (32.37859453473772)  --> STEP: 15 | > loss_disc: 2.407766819000244 (2.4150086720784505) | > loss_disc_real_0: 0.17585575580596924 (0.13502810349067054) | > loss_disc_real_1: 0.15417544543743134 (0.19580770035584769) | > loss_disc_real_2: 0.23810076713562012 (0.19647022485733032) | > loss_disc_real_3: 0.17126469314098358 (0.20954404373963673) | > loss_disc_real_4: 0.16324448585510254 (0.20269083082675934) | > loss_disc_real_5: 0.20229554176330566 (0.21345157623291017) | > loss_0: 2.407766819000244 (2.4150086720784505) | > loss_gen: 2.134575843811035 (2.261661529541015) | > loss_kl: 3.2442028522491455 (3.439243205388387) | > loss_feat: 8.889365196228027 (7.300689538319905) | > loss_mel: 18.272619247436523 (17.164890416463216) | > loss_duration: 2.459167718887329 (2.3868657112121583) | > loss_1: 34.99993133544922 (32.55335032145182)  --> STEP: 16 | > loss_disc: 2.3719801902770996 (2.412319391965866) | > loss_disc_real_0: 0.07577728480100632 (0.13132492732256654) | > loss_disc_real_1: 0.18070285022258759 (0.19486364722251892) | > loss_disc_real_2: 0.22791250050067902 (0.19843536708503962) | > loss_disc_real_3: 0.2903754413127899 (0.2145960060879588) | > loss_disc_real_4: 0.18084554374217987 (0.20132550038397312) | > loss_disc_real_5: 0.2332058846950531 (0.2146862205117941) | > loss_0: 2.3719801902770996 (2.412319391965866) | > loss_gen: 2.3160667419433594 (2.2650618553161617) | > loss_kl: 3.084071397781372 (3.4170449674129486) | > loss_feat: 7.3564300537109375 (7.304173320531845) | > loss_mel: 16.087966918945312 (17.097582697868347) | > loss_duration: 2.411311149597168 (2.3883935511112213) | > loss_1: 31.255847930908203 (32.47225642204285)  --> STEP: 17 | > loss_disc: 2.364060878753662 (2.40948065589456) | > loss_disc_real_0: 0.11691891402006149 (0.13047751477536035) | > loss_disc_real_1: 0.24742767214775085 (0.19795564868870905) | > loss_disc_real_2: 0.20403365790843964 (0.1987646783099455) | > loss_disc_real_3: 0.24106504023075104 (0.21615300809635835) | > loss_disc_real_4: 0.27331385016441345 (0.20556010919458725) | > loss_disc_real_5: 0.254986971616745 (0.21705685292973237) | > loss_0: 2.364060878753662 (2.40948065589456) | > loss_gen: 2.679419994354248 (2.2894358634948726) | > loss_kl: 2.6757874488830566 (3.373441583970014) | > loss_feat: 6.232748508453369 (7.241148331586053) | > loss_mel: 16.137937545776367 (17.041132983039407) | > loss_duration: 2.4611716270446777 (2.392674614401425) | > loss_1: 30.18706703186035 (32.337833516737994)  --> STEP: 18 | > loss_disc: 2.4694623947143555 (2.412812974717882) | > loss_disc_real_0: 0.17182950675487518 (0.13277484766311118) | > loss_disc_real_1: 0.1590242236852646 (0.19579279174407324) | > loss_disc_real_2: 0.2024599015712738 (0.1989699684911304) | > loss_disc_real_3: 0.1963711380958557 (0.21505401531855264) | > loss_disc_real_4: 0.1900080442428589 (0.20469610558615792) | > loss_disc_real_5: 0.2712993919849396 (0.22007032732168832) | > loss_0: 2.4694623947143555 (2.412812974717882) | > loss_gen: 2.2475576400756836 (2.2871092955271397) | > loss_kl: 2.9578986167907715 (3.350355863571167) | > loss_feat: 8.503582954406738 (7.311283588409424) | > loss_mel: 16.56395721435547 (17.014623218112522) | > loss_duration: 2.237220048904419 (2.384038249651591) | > loss_1: 32.510215759277344 (32.34741030799018)  --> STEP: 19 | > loss_disc: 2.5521388053894043 (2.4201459131742777) | > loss_disc_real_0: 0.13286834955215454 (0.1327797688151661) | > loss_disc_real_1: 0.21728287637233734 (0.19692384882977135) | > loss_disc_real_2: 0.1849711686372757 (0.19823318955145383) | > loss_disc_real_3: 0.245774045586586 (0.2166708590168702) | > loss_disc_real_4: 0.2160361409187317 (0.2052929495510302) | > loss_disc_real_5: 0.2191571742296219 (0.22002226663263222) | > loss_0: 2.5521388053894043 (2.4201459131742777) | > loss_gen: 1.9709422588348389 (2.2704689251749133) | > loss_kl: 2.3590352535247803 (3.298181094621357) | > loss_feat: 5.509637355804443 (7.216460102482846) | > loss_mel: 16.691879272460938 (16.997636694657174) | > loss_duration: 2.3533453941345215 (2.382422836203324) | > loss_1: 28.884838104248047 (32.16516966568796)  --> STEP: 20 | > loss_disc: 2.307316303253174 (2.4145044326782226) | > loss_disc_real_0: 0.07886527478694916 (0.13008404411375524) | > loss_disc_real_1: 0.13426755368709564 (0.19379103407263756) | > loss_disc_real_2: 0.21496081352233887 (0.1990695707499981) | > loss_disc_real_3: 0.26167863607406616 (0.21892124786973) | > loss_disc_real_4: 0.21209685504436493 (0.20563314482569695) | > loss_disc_real_5: 0.20839667320251465 (0.21944098696112632) | > loss_0: 2.307316303253174 (2.4145044326782226) | > loss_gen: 2.1049253940582275 (2.262191748619079) | > loss_kl: 2.382359504699707 (3.2523900151252745) | > loss_feat: 5.805655479431152 (7.145919871330261) | > loss_mel: 18.827922821044922 (17.089151000976564) | > loss_duration: 2.286919355392456 (2.3776476621627802) | > loss_1: 31.40778160095215 (32.12730026245117)  --> STEP: 21 | > loss_disc: 2.3988051414489746 (2.413756847381592) | > loss_disc_real_0: 0.0961138904094696 (0.12846641774688447) | > loss_disc_real_1: 0.2166624665260315 (0.19488014990375155) | > loss_disc_real_2: 0.19938263297080994 (0.19908447847479865) | > loss_disc_real_3: 0.23540988564491272 (0.21970642109711966) | > loss_disc_real_4: 0.25691667199134827 (0.2080752175478708) | > loss_disc_real_5: 0.2368183583021164 (0.2202684808345068) | > loss_0: 2.3988051414489746 (2.413756847381592) | > loss_gen: 2.2935261726379395 (2.2636838640485486) | > loss_kl: 2.072279453277588 (3.1961942740849087) | > loss_feat: 5.717761516571045 (7.077912330627441) | > loss_mel: 15.522757530212402 (17.014560835702078) | > loss_duration: 2.1914725303649902 (2.3687821796962187) | > loss_1: 27.79779624938965 (31.921133404686337)  --> STEP: 22 | > loss_disc: 2.5613183975219727 (2.420464190569791) | > loss_disc_real_0: 0.2080554962158203 (0.13208410313183608) | > loss_disc_real_1: 0.1620035469532013 (0.19338575886054474) | > loss_disc_real_2: 0.19532544910907745 (0.19891361350362952) | > loss_disc_real_3: 0.16690103709697723 (0.21730617636984045) | > loss_disc_real_4: 0.1849709004163742 (0.20702502131462097) | > loss_disc_real_5: 0.2388269454240799 (0.22111204740676013) | > loss_0: 2.5613183975219727 (2.420464190569791) | > loss_gen: 2.0783212184906006 (2.25525828925046) | > loss_kl: 2.5660836696624756 (3.167552882974798) | > loss_feat: 9.105107307434082 (7.170057556845925) | > loss_mel: 20.424795150756836 (17.169571486386385) | > loss_duration: 2.2161149978637695 (2.3618427623401983) | > loss_1: 36.390419006347656 (32.124282750216395)  --> STEP: 23 | > loss_disc: 2.4260096549987793 (2.4207052977188774) | > loss_disc_real_0: 0.0959542989730835 (0.1305132420814555) | > loss_disc_real_1: 0.18514439463615417 (0.19302743867687558) | > loss_disc_real_2: 0.1624654233455658 (0.19732890958371369) | > loss_disc_real_3: 0.28262585401535034 (0.22014616235442783) | > loss_disc_real_4: 0.24472151696681976 (0.2086639993864557) | > loss_disc_real_5: 0.3103206753730774 (0.22499068340529566) | > loss_0: 2.4260096549987793 (2.4207052977188774) | > loss_gen: 2.1811516284942627 (2.2520362605219297) | > loss_kl: 2.874296188354492 (3.15480259190435) | > loss_feat: 5.27927303314209 (7.087849534076193) | > loss_mel: 16.73834991455078 (17.150822722393535) | > loss_duration: 2.2661690711975098 (2.3576830366383423) | > loss_1: 29.3392391204834 (32.00319389674974)  --> STEP: 24 | > loss_disc: 2.452854633331299 (2.422044853369395) | > loss_disc_real_0: 0.11276982724666595 (0.12977393313000593) | > loss_disc_real_1: 0.20065079629421234 (0.19334507857759795) | > loss_disc_real_2: 0.24915972352027893 (0.19948852683107057) | > loss_disc_real_3: 0.26991376280784607 (0.22221981237332025) | > loss_disc_real_4: 0.22401675581932068 (0.2093036975711584) | > loss_disc_real_5: 0.21917855739593506 (0.22474851148823896) | > loss_0: 2.452854633331299 (2.422044853369395) | > loss_gen: 2.4009737968444824 (2.258241991202036) | > loss_kl: 2.3308327198028564 (3.120470513900121) | > loss_feat: 8.311832427978516 (7.1388488213221235) | > loss_mel: 17.40640640258789 (17.161472042401634) | > loss_duration: 2.391239643096924 (2.3590812285741163) | > loss_1: 32.841285705566406 (32.03811438878377)  --> STEP: 25 | > loss_disc: 2.5926589965820312 (2.4288694190979006) | > loss_disc_real_0: 0.1522899568080902 (0.1306745740771293) | > loss_disc_real_1: 0.21478663384914398 (0.19420274078845978) | > loss_disc_real_2: 0.21920040249824524 (0.20027700185775757) | > loss_disc_real_3: 0.2419775128364563 (0.2230101203918457) | > loss_disc_real_4: 0.2444303035736084 (0.21070876181125642) | > loss_disc_real_5: 0.2408103495836258 (0.22539098501205446) | > loss_0: 2.5926589965820312 (2.4288694190979006) | > loss_gen: 2.1459174156188965 (2.25374900817871) | > loss_kl: 3.3878536224365234 (3.1311658382415772) | > loss_feat: 6.496668815612793 (7.11316162109375) | > loss_mel: 16.09748077392578 (17.1189123916626) | > loss_duration: 2.4182052612304688 (2.3614461898803705) | > loss_1: 30.546125411987305 (31.978434829711908)  --> STEP: 26 | > loss_disc: 2.7049739360809326 (2.439488823597248) | > loss_disc_real_0: 0.1392059177160263 (0.13100270267862532) | > loss_disc_real_1: 0.17015762627124786 (0.19327792869164392) | > loss_disc_real_2: 0.2027256041765213 (0.2003711788700177) | > loss_disc_real_3: 0.18858425319194794 (0.221686048576465) | > loss_disc_real_4: 0.2131035327911377 (0.2108008683874057) | > loss_disc_real_5: 0.22370192408561707 (0.2253260211302684) | > loss_0: 2.7049739360809326 (2.439488823597248) | > loss_gen: 1.61613929271698 (2.2292255575840283) | > loss_kl: 2.505652904510498 (3.1071076484826894) | > loss_feat: 3.181562662124634 (6.961946276518015) | > loss_mel: 8.477066040039062 (16.786533685830925) | > loss_duration: 2.2807188034057617 (2.358341290400578) | > loss_1: 18.061140060424805 (31.443154261662407) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023868450751671423 (-0.00018055622394268353) | > avg_loss_disc: 2.439488823597248 (-0.024732406322772515) | > avg_loss_disc_real_0: 0.13100270267862532 (-0.012334017226329291) | > avg_loss_disc_real_1: 0.19327792869164392 (-0.04992392429938683) | > avg_loss_disc_real_2: 0.2003711788700177 (-0.00437835775888884) | > avg_loss_disc_real_3: 0.221686048576465 (-0.04960969262398207) | > avg_loss_disc_real_4: 0.2108008683874057 (-0.009483441137350529) | > avg_loss_disc_real_5: 0.2253260211302684 (+0.009303638281730503) | > avg_loss_0: 2.439488823597248 (-0.024732406322772515) | > avg_loss_gen: 2.2292255575840283 (-0.09901997217765279) | > avg_loss_kl: 3.1071076484826894 (+0.08982262244591332) | > avg_loss_feat: 6.961946276518015 (+0.4289231208654556) | > avg_loss_mel: 16.786533685830925 (+0.1094599870535049) | > avg_loss_duration: 2.358341290400578 (-0.006004562744727604) | > avg_loss_1: 31.443154261662407 (+0.5231809616088832)  > EPOCH: 902/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:13:41)   --> TIME: 2024-06-12 07:13:47 -- STEP: 14/330 -- GLOBAL_STEP: 385675 | > loss_disc: 2.3095407485961914 (2.2911509616034373) | > loss_disc_real_0: 0.07934081554412842 (0.09385924467018672) | > loss_disc_real_1: 0.17184112966060638 (0.19132577521460398) | > loss_disc_real_2: 0.19087500870227814 (0.2055628661598478) | > loss_disc_real_3: 0.23623153567314148 (0.22695974367005484) | > loss_disc_real_4: 0.2440778911113739 (0.2305240279861859) | > loss_disc_real_5: 0.2602062523365021 (0.22083112597465515) | > loss_0: 2.3095407485961914 (2.2911509616034373) | > grad_norm_0: tensor(12.4163, device='cuda:0') (tensor(9.2269, device='cuda:0')) | > loss_gen: 2.6359307765960693 (2.525575808116368) | > loss_kl: 1.775567889213562 (1.9047877958842687) | > loss_feat: 7.127578258514404 (7.002593721662249) | > loss_mel: 16.866588592529297 (17.33545003618513) | > loss_duration: 1.9691141843795776 (2.0496903402464732) | > loss_1: 30.374778747558594 (30.818097250802175) | > grad_norm_1: tensor(123.5477, device='cuda:0') (tensor(107.9434, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3524 (0.36295461654663086) | > loader_time: 0.0028 (0.003154482160295759)  --> TIME: 2024-06-12 07:13:56 -- STEP: 39/330 -- GLOBAL_STEP: 385700 | > loss_disc: 2.2608656883239746 (2.3356058597564697) | > loss_disc_real_0: 0.09508620202541351 (0.09892674516408871) | > loss_disc_real_1: 0.169514462351799 (0.19697555402914682) | > loss_disc_real_2: 0.19858835637569427 (0.20976103574801713) | > loss_disc_real_3: 0.217313751578331 (0.22788241390998548) | > loss_disc_real_4: 0.22781816124916077 (0.23463744765672928) | > loss_disc_real_5: 0.1966916173696518 (0.22396099070707956) | > loss_0: 2.2608656883239746 (2.3356058597564697) | > grad_norm_0: tensor(6.9964, device='cuda:0') (tensor(8.2666, device='cuda:0')) | > loss_gen: 2.4964098930358887 (2.5059387194804654) | > loss_kl: 1.909804344177246 (1.9384394822976527) | > loss_feat: 6.92362117767334 (7.004141025054149) | > loss_mel: 17.133779525756836 (17.33029668759077) | > loss_duration: 1.9841630458831787 (1.9949416074997333) | > loss_1: 30.447778701782227 (30.77375764113206) | > grad_norm_1: tensor(91.6294, device='cuda:0') (tensor(92.7045, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3681 (0.3598994597410544) | > loader_time: 0.0033 (0.0032995480757493237)  --> TIME: 2024-06-12 07:14:05 -- STEP: 64/330 -- GLOBAL_STEP: 385725 | > loss_disc: 2.3492202758789062 (2.3465111888945094) | > loss_disc_real_0: 0.11032591015100479 (0.1030713131185621) | > loss_disc_real_1: 0.2018294632434845 (0.19478613301180303) | > loss_disc_real_2: 0.20160572230815887 (0.20997235621325672) | > loss_disc_real_3: 0.24532726407051086 (0.22929758438840508) | > loss_disc_real_4: 0.23604975640773773 (0.23437904636375606) | > loss_disc_real_5: 0.23629584908485413 (0.22417341452091932) | > loss_0: 2.3492202758789062 (2.3465111888945094) | > grad_norm_0: tensor(7.0083, device='cuda:0') (tensor(8.3549, device='cuda:0')) | > loss_gen: 2.4708497524261475 (2.491974614560603) | > loss_kl: 2.0045390129089355 (1.9322361089289188) | > loss_feat: 7.872119903564453 (6.989020563662052) | > loss_mel: 17.565248489379883 (17.258488431572903) | > loss_duration: 1.9878920316696167 (1.9834636058658357) | > loss_1: 31.900650024414062 (30.65518346428871) | > grad_norm_1: tensor(99.0540, device='cuda:0') (tensor(87.0161, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3717 (0.3612690456211567) | > loader_time: 0.004 (0.0034428834915161133)  --> TIME: 2024-06-12 07:14:15 -- STEP: 89/330 -- GLOBAL_STEP: 385750 | > loss_disc: 2.342423915863037 (2.3480710608235893) | > loss_disc_real_0: 0.150215744972229 (0.10491809625639005) | > loss_disc_real_1: 0.1855853796005249 (0.1953719568051649) | > loss_disc_real_2: 0.1901959627866745 (0.21028137893489235) | > loss_disc_real_3: 0.21517793834209442 (0.22836129132951244) | > loss_disc_real_4: 0.24008730053901672 (0.23315740786911396) | > loss_disc_real_5: 0.23059050738811493 (0.22439853696340925) | > loss_0: 2.342423915863037 (2.3480710608235893) | > grad_norm_0: tensor(11.0461, device='cuda:0') (tensor(8.3872, device='cuda:0')) | > loss_gen: 2.566166877746582 (2.490993505113579) | > loss_kl: 2.1960432529449463 (1.948220937439565) | > loss_feat: 6.67890739440918 (6.970563636736923) | > loss_mel: 16.96648406982422 (17.18768215179443) | > loss_duration: 1.9879121780395508 (1.9790046188268766) | > loss_1: 30.395511627197266 (30.57646498519383) | > grad_norm_1: tensor(71.8480, device='cuda:0') (tensor(89.5779, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3623 (0.3634567233953583) | > loader_time: 0.0035 (0.0035562997453668145)  --> TIME: 2024-06-12 07:14:24 -- STEP: 114/330 -- GLOBAL_STEP: 385775 | > loss_disc: 2.3597793579101562 (2.357582734342206) | > loss_disc_real_0: 0.14171278476715088 (0.10754008950632915) | > loss_disc_real_1: 0.17250774800777435 (0.19579833667529256) | > loss_disc_real_2: 0.21464835107326508 (0.21185085791767685) | > loss_disc_real_3: 0.2517906427383423 (0.22915540687870561) | > loss_disc_real_4: 0.23773826658725739 (0.23343410146863838) | > loss_disc_real_5: 0.2346247136592865 (0.2241643039803756) | > loss_0: 2.3597793579101562 (2.357582734342206) | > grad_norm_0: tensor(24.2260, device='cuda:0') (tensor(9.0280, device='cuda:0')) | > loss_gen: 2.523123025894165 (2.4867262087370214) | > loss_kl: 2.043286085128784 (1.961361995914526) | > loss_feat: 6.883346080780029 (7.007756011527881) | > loss_mel: 17.285367965698242 (17.195815747244307) | > loss_duration: 2.0235989093780518 (1.9815185686998198) | > loss_1: 30.75872230529785 (30.63317861055073) | > grad_norm_1: tensor(63.1206, device='cuda:0') (tensor(95.4483, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3723 (0.36484322840707345) | > loader_time: 0.0037 (0.003645392886379309)  --> TIME: 2024-06-12 07:14:34 -- STEP: 139/330 -- GLOBAL_STEP: 385800 | > loss_disc: 2.4255778789520264 (2.3605677103824743) | > loss_disc_real_0: 0.11055682599544525 (0.10896733821296006) | > loss_disc_real_1: 0.19329668581485748 (0.1959390584513438) | > loss_disc_real_2: 0.23108737170696259 (0.21148997823969062) | > loss_disc_real_3: 0.2066195011138916 (0.22953548598632537) | > loss_disc_real_4: 0.23974183201789856 (0.23368629813194275) | > loss_disc_real_5: 0.2178458720445633 (0.22471058057795326) | > loss_0: 2.4255778789520264 (2.3605677103824743) | > grad_norm_0: tensor(7.0853, device='cuda:0') (tensor(8.9294, device='cuda:0')) | > loss_gen: 2.3525338172912598 (2.480331854854556) | > loss_kl: 1.9920330047607422 (1.9675356955837002) | > loss_feat: 6.675156116485596 (6.987638308847551) | > loss_mel: 17.312271118164062 (17.215616397720435) | > loss_duration: 2.060154914855957 (1.9874142356913724) | > loss_1: 30.392147064208984 (30.6385365493006) | > grad_norm_1: tensor(66.3349, device='cuda:0') (tensor(95.8411, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.366 (0.36880359889792025) | > loader_time: 0.0044 (0.003773658395671158)  --> TIME: 2024-06-12 07:14:44 -- STEP: 164/330 -- GLOBAL_STEP: 385825 | > loss_disc: 2.497462511062622 (2.361188266335463) | > loss_disc_real_0: 0.1257154643535614 (0.1104085267771308) | > loss_disc_real_1: 0.17267729341983795 (0.1963979938953388) | > loss_disc_real_2: 0.21838507056236267 (0.21165886176068607) | > loss_disc_real_3: 0.23785389959812164 (0.22964073181515787) | > loss_disc_real_4: 0.2285233736038208 (0.2330184627960368) | > loss_disc_real_5: 0.23548047244548798 (0.22387292908459175) | > loss_0: 2.497462511062622 (2.361188266335463) | > grad_norm_0: tensor(7.0927, device='cuda:0') (tensor(9.2258, device='cuda:0')) | > loss_gen: 2.3583014011383057 (2.4821033419632332) | > loss_kl: 1.9600180387496948 (1.9797117208562247) | > loss_feat: 6.9733076095581055 (6.993781020001667) | > loss_mel: 16.57330322265625 (17.176348564101417) | > loss_duration: 2.0505967140197754 (1.99137670165155) | > loss_1: 29.91552734375 (30.623321382010854) | > grad_norm_1: tensor(105.3382, device='cuda:0') (tensor(102.5023, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3922 (0.3700000832720501) | > loader_time: 0.0047 (0.0038819313049316406)  --> TIME: 2024-06-12 07:14:54 -- STEP: 189/330 -- GLOBAL_STEP: 385850 | > loss_disc: 2.433323383331299 (2.368000826507649) | > loss_disc_real_0: 0.14001062512397766 (0.1125620265328695) | > loss_disc_real_1: 0.21688570082187653 (0.19766402733389032) | > loss_disc_real_2: 0.18505702912807465 (0.2113332332915099) | > loss_disc_real_3: 0.23730289936065674 (0.2296904265565216) | > loss_disc_real_4: 0.23481039702892303 (0.23314308804809733) | > loss_disc_real_5: 0.2350156009197235 (0.22447536404801424) | > loss_0: 2.433323383331299 (2.368000826507649) | > grad_norm_0: tensor(12.1694, device='cuda:0') (tensor(9.6492, device='cuda:0')) | > loss_gen: 2.276390314102173 (2.4744382989469655) | > loss_kl: 2.1754181385040283 (1.9868859513096078) | > loss_feat: 6.117827892303467 (6.969084585785235) | > loss_mel: 16.317646026611328 (17.145189345829063) | > loss_duration: 2.0844173431396484 (1.9993036783561504) | > loss_1: 28.97170066833496 (30.574901863380713) | > grad_norm_1: tensor(177.2267, device='cuda:0') (tensor(107.7144, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.388 (0.3722698839883955) | > loader_time: 0.0049 (0.004002012272991201)  --> TIME: 2024-06-12 07:15:04 -- STEP: 214/330 -- GLOBAL_STEP: 385875 | > loss_disc: 2.5225119590759277 (2.3668787412554284) | > loss_disc_real_0: 0.09796339273452759 (0.11313881965301861) | > loss_disc_real_1: 0.2676633894443512 (0.19789707444817106) | > loss_disc_real_2: 0.22991633415222168 (0.21129916893823125) | > loss_disc_real_3: 0.25174880027770996 (0.2294967920284405) | > loss_disc_real_4: 0.24999840557575226 (0.2328833150807942) | > loss_disc_real_5: 0.28371909260749817 (0.22425258855953395) | > loss_0: 2.5225119590759277 (2.3668787412554284) | > grad_norm_0: tensor(23.5589, device='cuda:0') (tensor(10.7442, device='cuda:0')) | > loss_gen: 2.386997938156128 (2.4765461883812305) | > loss_kl: 2.0948071479797363 (1.99407460756391) | > loss_feat: 5.8108906745910645 (6.976718470314953) | > loss_mel: 15.511374473571777 (17.09890559009302) | > loss_duration: 2.116007089614868 (2.007653231932737) | > loss_1: 27.920076370239258 (30.55389810722565) | > grad_norm_1: tensor(342.5349, device='cuda:0') (tensor(128.6889, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.3922 (0.37483789542011003) | > loader_time: 0.0051 (0.0041404282935311836)  --> TIME: 2024-06-12 07:15:14 -- STEP: 239/330 -- GLOBAL_STEP: 385900 | > loss_disc: 2.1909971237182617 (2.366815435337719) | > loss_disc_real_0: 0.10746536403894424 (0.11386742062523773) | > loss_disc_real_1: 0.213553786277771 (0.19775332554114913) | > loss_disc_real_2: 0.20312201976776123 (0.2116529871105649) | > loss_disc_real_3: 0.2163253128528595 (0.22987219466823913) | > loss_disc_real_4: 0.22211208939552307 (0.2328867836851455) | > loss_disc_real_5: 0.16996616125106812 (0.22288916655913557) | > loss_0: 2.1909971237182617 (2.366815435337719) | > grad_norm_0: tensor(14.1075, device='cuda:0') (tensor(12.8494, device='cuda:0')) | > loss_gen: 2.723562479019165 (2.483354000865665) | > loss_kl: 2.0844807624816895 (1.9997449001008996) | > loss_feat: 7.743870735168457 (6.981659691702871) | > loss_mel: 16.736875534057617 (17.054779112588413) | > loss_duration: 2.0569710731506348 (2.016328808652805) | > loss_1: 31.345760345458984 (30.535866541842537) | > grad_norm_1: tensor(384.3474, device='cuda:0') (tensor(157.3769, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.4318 (0.378242812894877) | > loader_time: 0.0055 (0.0042767424962510585)  --> TIME: 2024-06-12 07:15:25 -- STEP: 264/330 -- GLOBAL_STEP: 385925 | > loss_disc: 2.337427854537964 (2.3678110837936384) | > loss_disc_real_0: 0.12569814920425415 (0.11492720099561142) | > loss_disc_real_1: 0.22944623231887817 (0.19740087251094254) | > loss_disc_real_2: 0.2185586392879486 (0.2115982434514797) | > loss_disc_real_3: 0.24417726695537567 (0.22983020814982327) | > loss_disc_real_4: 0.2288724184036255 (0.23355877568775957) | > loss_disc_real_5: 0.2697920501232147 (0.2232189170564666) | > loss_0: 2.337427854537964 (2.3678110837936384) | > grad_norm_0: tensor(67.2613, device='cuda:0') (tensor(15.1835, device='cuda:0')) | > loss_gen: 2.534878730773926 (2.4892006886727884) | > loss_kl: 2.083035707473755 (2.008175886038577) | > loss_feat: 7.316748142242432 (6.991794985352141) | > loss_mel: 17.187437057495117 (16.993706331108555) | > loss_duration: 2.1438064575195312 (2.024810435193957) | > loss_1: 31.265907287597656 (30.507688327269122) | > grad_norm_1: tensor(576.5120, device='cuda:0') (tensor(185.6724, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.4447 (0.3833106431094082) | > loader_time: 0.006 (0.004426498304713852)  --> TIME: 2024-06-12 07:15:37 -- STEP: 289/330 -- GLOBAL_STEP: 385950 | > loss_disc: 2.4069862365722656 (2.3708703064176024) | > loss_disc_real_0: 0.08921653032302856 (0.11657452160511875) | > loss_disc_real_1: 0.15882864594459534 (0.19740113167408016) | > loss_disc_real_2: 0.20773941278457642 (0.21231354479146253) | > loss_disc_real_3: 0.24358829855918884 (0.2300594883187832) | > loss_disc_real_4: 0.2502218186855316 (0.23299792537845954) | > loss_disc_real_5: 0.18318985402584076 (0.22191979960380545) | > loss_0: 2.4069862365722656 (2.3708703064176024) | > grad_norm_0: tensor(21.2266, device='cuda:0') (tensor(17.4041, device='cuda:0')) | > loss_gen: 2.5748660564422607 (2.4904337168564843) | > loss_kl: 2.0632474422454834 (2.0116064540242644) | > loss_feat: 6.493629455566406 (6.995985338019665) | > loss_mel: 16.275331497192383 (16.957193298735834) | > loss_duration: 2.178128719329834 (2.0346803467166454) | > loss_1: 29.585203170776367 (30.48989917002747) | > grad_norm_1: tensor(418.5309, device='cuda:0') (tensor(214.4817, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.4806 (0.3900416144862717) | > loader_time: 0.0075 (0.004603119457469262)  --> TIME: 2024-06-12 07:15:50 -- STEP: 314/330 -- GLOBAL_STEP: 385975 | > loss_disc: 2.3645753860473633 (2.373409665314254) | > loss_disc_real_0: 0.14376798272132874 (0.11738927752538851) | > loss_disc_real_1: 0.18666619062423706 (0.19774352901490624) | > loss_disc_real_2: 0.19811511039733887 (0.21228418347372371) | > loss_disc_real_3: 0.22006230056285858 (0.23020378196505226) | > loss_disc_real_4: 0.22625941038131714 (0.2332737616198078) | > loss_disc_real_5: 0.21336163580417633 (0.22257818210466657) | > loss_0: 2.3645753860473633 (2.373409665314254) | > grad_norm_0: tensor(34.9957, device='cuda:0') (tensor(18.1823, device='cuda:0')) | > loss_gen: 2.466840982437134 (2.4857838465150004) | > loss_kl: 2.0549678802490234 (2.017951772091494) | > loss_feat: 6.943670749664307 (6.997547653829976) | > loss_mel: 16.596088409423828 (16.906254747111316) | > loss_duration: 2.2321581840515137 (2.0479416308129657) | > loss_1: 30.293725967407227 (30.455479688705154) | > grad_norm_1: tensor(422.7457, device='cuda:0') (tensor(229.6401, device='cuda:0')) | > current_lr_0: 0.00017867353593941453 | > current_lr_1: 0.00017867353593941453 | > step_time: 0.5309 (0.3984854570619619) | > loader_time: 0.0079 (0.004828100751160053)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.583463668823242 (2.583463668823242) | > loss_disc_real_0: 0.3171311020851135 (0.3171311020851135) | > loss_disc_real_1: 0.1620759814977646 (0.1620759814977646) | > loss_disc_real_2: 0.30683633685112 (0.30683633685112) | > loss_disc_real_3: 0.324459969997406 (0.324459969997406) | > loss_disc_real_4: 0.26978614926338196 (0.26978614926338196) | > loss_disc_real_5: 0.3075774908065796 (0.3075774908065796) | > loss_0: 2.583463668823242 (2.583463668823242) | > loss_gen: 2.829016923904419 (2.829016923904419) | > loss_kl: 3.050745964050293 (3.050745964050293) | > loss_feat: 5.157733917236328 (5.157733917236328) | > loss_mel: 15.203003883361816 (15.203003883361816) | > loss_duration: 2.96940279006958 (2.96940279006958) | > loss_1: 29.209903717041016 (29.209903717041016)  --> STEP: 1 | > loss_disc: 2.4973304271698 (2.4973304271698) | > loss_disc_real_0: 0.2201089709997177 (0.2201089709997177) | > loss_disc_real_1: 0.1609126478433609 (0.1609126478433609) | > loss_disc_real_2: 0.19120822846889496 (0.19120822846889496) | > loss_disc_real_3: 0.24504783749580383 (0.24504783749580383) | > loss_disc_real_4: 0.27597343921661377 (0.27597343921661377) | > loss_disc_real_5: 0.3309922516345978 (0.3309922516345978) | > loss_0: 2.4973304271698 (2.4973304271698) | > loss_gen: 2.561596155166626 (2.561596155166626) | > loss_kl: 4.2449259757995605 (4.2449259757995605) | > loss_feat: 5.677948474884033 (5.677948474884033) | > loss_mel: 16.445022583007812 (16.445022583007812) | > loss_duration: 2.5488059520721436 (2.5488059520721436) | > loss_1: 31.47829818725586 (31.47829818725586)  --> STEP: 2 | > loss_disc: 2.5053462982177734 (2.5013383626937866) | > loss_disc_real_0: 0.08738654851913452 (0.15374775975942612) | > loss_disc_real_1: 0.22751203179359436 (0.19421233981847763) | > loss_disc_real_2: 0.1818729192018509 (0.18654057383537292) | > loss_disc_real_3: 0.33663785457611084 (0.29084284603595734) | > loss_disc_real_4: 0.262285977602005 (0.2691297084093094) | > loss_disc_real_5: 0.29409316182136536 (0.31254270672798157) | > loss_0: 2.5053462982177734 (2.5013383626937866) | > loss_gen: 2.348788022994995 (2.4551920890808105) | > loss_kl: 2.9543685913085938 (3.599647283554077) | > loss_feat: 6.133614540100098 (5.905781507492065) | > loss_mel: 19.470500946044922 (17.957761764526367) | > loss_duration: 2.455653667449951 (2.5022298097610474) | > loss_1: 33.36292266845703 (32.420610427856445)  --> STEP: 3 | > loss_disc: 2.080141305923462 (2.360939343770345) | > loss_disc_real_0: 0.1687871515750885 (0.1587608903646469) | > loss_disc_real_1: 0.13492634892463684 (0.17445034285386404) | > loss_disc_real_2: 0.14794275164604187 (0.17367463310559592) | > loss_disc_real_3: 0.2072853147983551 (0.2629903356234233) | > loss_disc_real_4: 0.17985184490680695 (0.2393704205751419) | > loss_disc_real_5: 0.2110687643289566 (0.2787180592616399) | > loss_0: 2.080141305923462 (2.360939343770345) | > loss_gen: 2.5253632068634033 (2.4785824616750083) | > loss_kl: 3.836791515350342 (3.6786953608194985) | > loss_feat: 6.815199851989746 (6.208920955657959) | > loss_mel: 18.374414443969727 (18.096645991007488) | > loss_duration: 2.381288528442383 (2.4619160493214927) | > loss_1: 33.93305969238281 (32.92476018269857)  --> STEP: 4 | > loss_disc: 2.2933335304260254 (2.344037890434265) | > loss_disc_real_0: 0.20539411902427673 (0.17041919752955437) | > loss_disc_real_1: 0.17230014503002167 (0.17391279339790344) | > loss_disc_real_2: 0.2703130841255188 (0.19783424586057663) | > loss_disc_real_3: 0.20597238838672638 (0.24873584881424904) | > loss_disc_real_4: 0.1270032823085785 (0.21127863600850105) | > loss_disc_real_5: 0.15593254566192627 (0.2480216808617115) | > loss_0: 2.2933335304260254 (2.344037890434265) | > loss_gen: 2.6182496547698975 (2.5134992599487305) | > loss_kl: 3.9326274394989014 (3.7421783804893494) | > loss_feat: 10.226456642150879 (7.213304877281189) | > loss_mel: 18.22908592224121 (18.129755973815918) | > loss_duration: 2.377811908721924 (2.4408900141716003) | > loss_1: 37.38422775268555 (34.03962707519531)  --> STEP: 5 | > loss_disc: 2.564131736755371 (2.3880566596984862) | > loss_disc_real_0: 0.16046065092086792 (0.16842748820781708) | > loss_disc_real_1: 0.16988037526607513 (0.1731063097715378) | > loss_disc_real_2: 0.2011619657278061 (0.19849978983402253) | > loss_disc_real_3: 0.2683523893356323 (0.2526591569185257) | > loss_disc_real_4: 0.2869006097316742 (0.22640303075313567) | > loss_disc_real_5: 0.28972139954566956 (0.2563616245985031) | > loss_0: 2.564131736755371 (2.3880566596984862) | > loss_gen: 2.2693734169006348 (2.4646740913391114) | > loss_kl: 3.172128915786743 (3.628168487548828) | > loss_feat: 5.520506858825684 (6.874745273590088) | > loss_mel: 19.716106414794922 (18.44702606201172) | > loss_duration: 2.3492915630340576 (2.422570323944092) | > loss_1: 33.02740478515625 (33.8371826171875)  --> STEP: 6 | > loss_disc: 2.2546839714050293 (2.3658278783162436) | > loss_disc_real_0: 0.11869264394044876 (0.16013834749658903) | > loss_disc_real_1: 0.15732799470424652 (0.1704765905936559) | > loss_disc_real_2: 0.19628824293613434 (0.19813119868437448) | > loss_disc_real_3: 0.24159517884254456 (0.25081516057252884) | > loss_disc_real_4: 0.20235274732112885 (0.22239465018113455) | > loss_disc_real_5: 0.209196537733078 (0.24850077678759894) | > loss_0: 2.2546839714050293 (2.3658278783162436) | > loss_gen: 2.4020986557006836 (2.45424485206604) | > loss_kl: 3.1205737590789795 (3.5435693661371865) | > loss_feat: 5.901111125946045 (6.712472915649414) | > loss_mel: 17.391225814819336 (18.27105935414632) | > loss_duration: 2.2169039249420166 (2.388292590777079) | > loss_1: 31.03191375732422 (33.36963780721029)  --> STEP: 7 | > loss_disc: 2.37984299659729 (2.3678300380706787) | > loss_disc_real_0: 0.19278240203857422 (0.16480178385972977) | > loss_disc_real_1: 0.15871044993400574 (0.16879571335656302) | > loss_disc_real_2: 0.21830128133296967 (0.20101263906274522) | > loss_disc_real_3: 0.24621500074863434 (0.25015799488340107) | > loss_disc_real_4: 0.2551362216472626 (0.22707201753343856) | > loss_disc_real_5: 0.2695778012275696 (0.2515117802790233) | > loss_0: 2.37984299659729 (2.3678300380706787) | > loss_gen: 2.567439317703247 (2.4704154900142123) | > loss_kl: 4.528151512145996 (3.6842239584241594) | > loss_feat: 6.182113170623779 (6.636707237788609) | > loss_mel: 17.88678550720215 (18.216163090297155) | > loss_duration: 2.534996509552002 (2.4092502934592113) | > loss_1: 33.699485778808594 (33.41675894601004)  --> STEP: 8 | > loss_disc: 2.3976731300354004 (2.371560424566269) | > loss_disc_real_0: 0.25240856409072876 (0.17575263138860464) | > loss_disc_real_1: 0.16587819159030914 (0.1684310231357813) | > loss_disc_real_2: 0.3397088944911957 (0.21834967099130154) | > loss_disc_real_3: 0.28618553280830383 (0.2546614371240139) | > loss_disc_real_4: 0.19831323623657227 (0.22347716987133026) | > loss_disc_real_5: 0.27551960945129395 (0.25451275892555714) | > loss_0: 2.3976731300354004 (2.371560424566269) | > loss_gen: 2.8793206214904785 (2.5215286314487457) | > loss_kl: 3.103605031967163 (3.611646592617035) | > loss_feat: 8.47016716003418 (6.865889728069305) | > loss_mel: 16.404111862182617 (17.989656686782837) | > loss_duration: 2.304630756378174 (2.3961728513240814) | > loss_1: 33.161834716796875 (33.3848934173584)  --> STEP: 9 | > loss_disc: 2.3406291007995605 (2.3681236108144126) | > loss_disc_real_0: 0.2430797815322876 (0.18323342584901386) | > loss_disc_real_1: 0.17859439551830292 (0.16956028673383924) | > loss_disc_real_2: 0.18309178948402405 (0.21443212860160404) | > loss_disc_real_3: 0.23560842871665955 (0.25254443618986344) | > loss_disc_real_4: 0.20911678671836853 (0.2218815717432234) | > loss_disc_real_5: 0.21418751776218414 (0.25003217657407123) | > loss_0: 2.3406291007995605 (2.3681236108144126) | > loss_gen: 2.5386545658111572 (2.523431513044569) | > loss_kl: 2.404146432876587 (3.4774799082014294) | > loss_feat: 8.630505561828613 (7.0619581540425616) | > loss_mel: 18.96886444091797 (18.09845754835341) | > loss_duration: 2.1490654945373535 (2.3687164783477783) | > loss_1: 34.69123840332031 (33.53004286024306)  --> STEP: 10 | > loss_disc: 2.356649160385132 (2.3669761657714843) | > loss_disc_real_0: 0.11300709843635559 (0.17621079310774804) | > loss_disc_real_1: 0.22937022149562836 (0.17554128021001816) | > loss_disc_real_2: 0.21404358744621277 (0.2143932744860649) | > loss_disc_real_3: 0.27457886934280396 (0.2547478795051575) | > loss_disc_real_4: 0.20601241290569305 (0.22029465585947036) | > loss_disc_real_5: 0.24953722953796387 (0.24998268187046052) | > loss_0: 2.356649160385132 (2.3669761657714843) | > loss_gen: 2.4868714809417725 (2.5197755098342896) | > loss_kl: 3.009018898010254 (3.430633807182312) | > loss_feat: 6.989594459533691 (7.054721784591675) | > loss_mel: 17.435300827026367 (18.032141876220702) | > loss_duration: 2.400728464126587 (2.3719176769256594) | > loss_1: 32.32151412963867 (33.409189987182614)  --> STEP: 11 | > loss_disc: 2.440747022628784 (2.3736826073039663) | > loss_disc_real_0: 0.08969077467918396 (0.16834533688696948) | > loss_disc_real_1: 0.3345685601234436 (0.1899983056566932) | > loss_disc_real_2: 0.21623653173446655 (0.2145608433268287) | > loss_disc_real_3: 0.24374988675117493 (0.2537480619820682) | > loss_disc_real_4: 0.2594207525253296 (0.22385157373818484) | > loss_disc_real_5: 0.3269926607608795 (0.2569835890423168) | > loss_0: 2.440747022628784 (2.3736826073039663) | > loss_gen: 2.5823543071746826 (2.525464491410689) | > loss_kl: 3.739008665084839 (3.4586678851734507) | > loss_feat: 6.085708141326904 (6.966629635203969) | > loss_mel: 17.524641036987305 (17.986005436290394) | > loss_duration: 2.5476388931274414 (2.387892332944003) | > loss_1: 32.47935104370117 (33.32465917413885)  --> STEP: 12 | > loss_disc: 2.5915932655334473 (2.3918418288230896) | > loss_disc_real_0: 0.12644875049591064 (0.16485395468771458) | > loss_disc_real_1: 0.18640905618667603 (0.18969920153419176) | > loss_disc_real_2: 0.2720092833042145 (0.21934821332494417) | > loss_disc_real_3: 0.27496337890625 (0.25551600505908334) | > loss_disc_real_4: 0.2555284798145294 (0.22649131591121355) | > loss_disc_real_5: 0.29158344864845276 (0.25986691067616147) | > loss_0: 2.5915932655334473 (2.3918418288230896) | > loss_gen: 2.1393942832946777 (2.493291974067688) | > loss_kl: 2.772186756134033 (3.401461124420166) | > loss_feat: 4.828457832336426 (6.788448651631673) | > loss_mel: 16.506864547729492 (17.862743695576984) | > loss_duration: 2.3088607788085938 (2.3813063700993857) | > loss_1: 28.55576515197754 (32.92725133895874)  --> STEP: 13 | > loss_disc: 2.480437994003296 (2.3986569184523363) | > loss_disc_real_0: 0.09913576394319534 (0.15979870924582848) | > loss_disc_real_1: 0.2094012349843979 (0.191214742568823) | > loss_disc_real_2: 0.20371612906455994 (0.21814574530491462) | > loss_disc_real_3: 0.30427008867263794 (0.2592663191832029) | > loss_disc_real_4: 0.25404462218284607 (0.22861080100903144) | > loss_disc_real_5: 0.25720787048339844 (0.259662369122872) | > loss_0: 2.480437994003296 (2.3986569184523363) | > loss_gen: 2.2399377822875977 (2.4738031900846043) | > loss_kl: 3.149369955062866 (3.382069496008066) | > loss_feat: 4.730582237243652 (6.630151235140287) | > loss_mel: 15.183119773864746 (17.656618778522198) | > loss_duration: 2.2589802742004395 (2.371896670414851) | > loss_1: 27.561988830566406 (32.51453883831318)  --> STEP: 14 | > loss_disc: 2.5427451133728027 (2.408948932375227) | > loss_disc_real_0: 0.13554775714874268 (0.15806649838175094) | > loss_disc_real_1: 0.1199035570025444 (0.18612108645694597) | > loss_disc_real_2: 0.22637252509593964 (0.218733372432845) | > loss_disc_real_3: 0.23197288811206818 (0.25731678839240757) | > loss_disc_real_4: 0.2857890725135803 (0.23269496325935637) | > loss_disc_real_5: 0.3116789758205414 (0.26337784102984835) | > loss_0: 2.5427451133728027 (2.408948932375227) | > loss_gen: 2.2216880321502686 (2.455794964517866) | > loss_kl: 3.4768247604370117 (3.3888377291815623) | > loss_feat: 6.55471658706665 (6.62476304599217) | > loss_mel: 19.813871383666992 (17.810708250318253) | > loss_duration: 2.3699121475219727 (2.371754918779646) | > loss_1: 34.43701171875 (32.651858329772956)  --> STEP: 15 | > loss_disc: 2.466789484024048 (2.4128049691518147) | > loss_disc_real_0: 0.20374606549739838 (0.16111180285612742) | > loss_disc_real_1: 0.14084821939468384 (0.18310289531946183) | > loss_disc_real_2: 0.200639009475708 (0.21752708156903586) | > loss_disc_real_3: 0.20385274291038513 (0.25375251869360604) | > loss_disc_real_4: 0.19655254483222961 (0.2302854686975479) | > loss_disc_real_5: 0.3434826731681824 (0.268718163172404) | > loss_0: 2.466789484024048 (2.4128049691518147) | > loss_gen: 2.5111865997314453 (2.4594877401987714) | > loss_kl: 3.755474090576172 (3.413280153274536) | > loss_feat: 7.25384521484375 (6.666701857248942) | > loss_mel: 17.759428024291992 (17.80728956858317) | > loss_duration: 2.449388027191162 (2.3769304593404135) | > loss_1: 33.72932052612305 (32.723689142862966)  --> STEP: 16 | > loss_disc: 2.675605058670044 (2.429229974746704) | > loss_disc_real_0: 0.25810688734054565 (0.16717399563640356) | > loss_disc_real_1: 0.21689844131469727 (0.18521511694416404) | > loss_disc_real_2: 0.2070455104112625 (0.21687198337167501) | > loss_disc_real_3: 0.3258809447288513 (0.2582605453208089) | > loss_disc_real_4: 0.28219395875930786 (0.2335297493264079) | > loss_disc_real_5: 0.3341370224952698 (0.2728068418800831) | > loss_0: 2.675605058670044 (2.429229974746704) | > loss_gen: 2.6397218704223633 (2.4707523733377457) | > loss_kl: 3.0533666610717773 (3.3907855600118637) | > loss_feat: 6.029474258422852 (6.626875132322311) | > loss_mel: 15.345392227172852 (17.653420984745026) | > loss_duration: 2.4017162322998047 (2.3784795701503754) | > loss_1: 29.46967124938965 (32.52031302452089)  --> STEP: 17 | > loss_disc: 2.553633451461792 (2.4365478263181797) | > loss_disc_real_0: 0.12137307971715927 (0.16447982411174214) | > loss_disc_real_1: 0.15326985716819763 (0.18333598401616602) | > loss_disc_real_2: 0.24128274619579315 (0.21830791059662313) | > loss_disc_real_3: 0.27049553394317627 (0.25898025053388934) | > loss_disc_real_4: 0.24821458756923676 (0.23439356334069195) | > loss_disc_real_5: 0.37228548526763916 (0.27865852678523345) | > loss_0: 2.553633451461792 (2.4365478263181797) | > loss_gen: 2.371342658996582 (2.464904743082383) | > loss_kl: 2.7654950618743896 (3.354003766003777) | > loss_feat: 5.19954776763916 (6.542914699105656) | > loss_mel: 19.57870864868164 (17.76667320027071) | > loss_duration: 2.4381940364837646 (2.381992185817045) | > loss_1: 32.35328674316406 (32.510487949146956)  --> STEP: 18 | > loss_disc: 2.157280683517456 (2.421032985051473) | > loss_disc_real_0: 0.1533246487379074 (0.16386009214652908) | > loss_disc_real_1: 0.14616338908672333 (0.18127083985341919) | > loss_disc_real_2: 0.11264964938163757 (0.21243800719579062) | > loss_disc_real_3: 0.19517771899700165 (0.25543566544850665) | > loss_disc_real_4: 0.17022481560707092 (0.23082863291104636) | > loss_disc_real_5: 0.19308876991271973 (0.2739046514034271) | > loss_0: 2.157280683517456 (2.421032985051473) | > loss_gen: 2.5766427516937256 (2.4711124102274575) | > loss_kl: 3.2567272186279297 (3.3485995133717856) | > loss_feat: 10.73961067199707 (6.7760644753774) | > loss_mel: 18.38448715209961 (17.800996197594536) | > loss_duration: 2.2869203090667725 (2.3767104148864746) | > loss_1: 37.244384765625 (32.77348221672907)  --> STEP: 19 | > loss_disc: 2.560906410217285 (2.4283947442707263) | > loss_disc_real_0: 0.18480008840560913 (0.16496219721279645) | > loss_disc_real_1: 0.23066474497318268 (0.18387051907024884) | > loss_disc_real_2: 0.2558439075946808 (0.2147225282694164) | > loss_disc_real_3: 0.2691037058830261 (0.2561550359976919) | > loss_disc_real_4: 0.2623032033443451 (0.232485189249641) | > loss_disc_real_5: 0.28005892038345337 (0.27422856029711273) | > loss_0: 2.560906410217285 (2.4283947442707263) | > loss_gen: 2.437648057937622 (2.4693511285279928) | > loss_kl: 2.4334421157836914 (3.3004333345513595) | > loss_feat: 5.6178460121154785 (6.715105608889931) | > loss_mel: 16.62717056274414 (17.739215901023464) | > loss_duration: 2.2925257682800293 (2.372279644012451) | > loss_1: 29.408634185791016 (32.59638495194286)  --> STEP: 20 | > loss_disc: 2.7602763175964355 (2.444988822937012) | > loss_disc_real_0: 0.11445837467908859 (0.16243700608611106) | > loss_disc_real_1: 0.18506383895874023 (0.18393018506467343) | > loss_disc_real_2: 0.31529632210731506 (0.21975121796131133) | > loss_disc_real_3: 0.24309301376342773 (0.2555019348859787) | > loss_disc_real_4: 0.20009079575538635 (0.2308654695749283) | > loss_disc_real_5: 0.196885883808136 (0.27036142647266387) | > loss_0: 2.7602763175964355 (2.444988822937012) | > loss_gen: 2.0900251865386963 (2.450384831428528) | > loss_kl: 2.1557791233062744 (3.243200623989105) | > loss_feat: 5.59630823135376 (6.659165740013123) | > loss_mel: 19.526262283325195 (17.82856822013855) | > loss_duration: 2.3073315620422363 (2.3690322399139405) | > loss_1: 31.67570686340332 (32.55035104751588)  --> STEP: 21 | > loss_disc: 2.2517566680908203 (2.4357872917538597) | > loss_disc_real_0: 0.07762917876243591 (0.158398538118317) | > loss_disc_real_1: 0.13737405836582184 (0.1817132266504424) | > loss_disc_real_2: 0.19497759640216827 (0.21857152169659025) | > loss_disc_real_3: 0.2571779489517212 (0.2555817450795855) | > loss_disc_real_4: 0.18539901077747345 (0.22870040010838283) | > loss_disc_real_5: 0.2420271337032318 (0.26901217443602427) | > loss_0: 2.2517566680908203 (2.4357872917538597) | > loss_gen: 2.485928535461426 (2.4520773887634277) | > loss_kl: 2.1841225624084473 (3.1927683353424072) | > loss_feat: 6.385626316070557 (6.646140053158715) | > loss_mel: 15.392060279846191 (17.71254403250558) | > loss_duration: 2.2057151794433594 (2.361255237034389) | > loss_1: 28.653453826904297 (32.364784513201045)  --> STEP: 22 | > loss_disc: 2.3924388885498047 (2.433816909790039) | > loss_disc_real_0: 0.15944749116897583 (0.15844621780243784) | > loss_disc_real_1: 0.22025330364704132 (0.18346504833210597) | > loss_disc_real_2: 0.21671348810195923 (0.21848706562410702) | > loss_disc_real_3: 0.2518497109413147 (0.25541210716420953) | > loss_disc_real_4: 0.25679293274879456 (0.22997733341021973) | > loss_disc_real_5: 0.27288660407066345 (0.2691882848739624) | > loss_0: 2.3924388885498047 (2.433816909790039) | > loss_gen: 2.5545177459716797 (2.4567337686365303) | > loss_kl: 2.333967685699463 (3.153731942176819) | > loss_feat: 6.601388931274414 (6.644105911254883) | > loss_mel: 16.56231689453125 (17.660260980779473) | > loss_duration: 2.211350679397583 (2.3544413935054433) | > loss_1: 30.26354217529297 (32.26927349784159)  --> STEP: 23 | > loss_disc: 2.204887628555298 (2.423863462779833) | > loss_disc_real_0: 0.1031535416841507 (0.15604218840599057) | > loss_disc_real_1: 0.19946739077568054 (0.18416080235139184) | > loss_disc_real_2: 0.1948682814836502 (0.2174601619658263) | > loss_disc_real_3: 0.23295196890830994 (0.25443557941395306) | > loss_disc_real_4: 0.19793258607387543 (0.22858408352603082) | > loss_disc_real_5: 0.2607898712158203 (0.26882313645404315) | > loss_0: 2.204887628555298 (2.423863462779833) | > loss_gen: 2.5736398696899414 (2.461816642595374) | > loss_kl: 3.015044927597046 (3.1477020719776982) | > loss_feat: 6.520962715148926 (6.638751859250276) | > loss_mel: 17.844165802001953 (17.668256842571754) | > loss_duration: 2.293516159057617 (2.351792470268581) | > loss_1: 32.24732971191406 (32.26831942019257)  --> STEP: 24 | > loss_disc: 2.5887277126312256 (2.430732806523641) | > loss_disc_real_0: 0.16849005222320557 (0.15656084939837453) | > loss_disc_real_1: 0.1944933533668518 (0.18459132531036934) | > loss_disc_real_2: 0.21203018724918365 (0.2172339130192995) | > loss_disc_real_3: 0.2885250449180603 (0.25585597380995756) | > loss_disc_real_4: 0.25790533423423767 (0.22980580230553946) | > loss_disc_real_5: 0.25684452056884766 (0.26832402745882666) | > loss_0: 2.5887277126312256 (2.430732806523641) | > loss_gen: 2.178831100463867 (2.4500255783398948) | > loss_kl: 3.2681801319122314 (3.1527219911416373) | > loss_feat: 5.25002908706665 (6.580888410409291) | > loss_mel: 15.47684383392334 (17.576947967211403) | > loss_duration: 2.4485065937042236 (2.355822225411733) | > loss_1: 28.622390747070312 (32.11640572547914)  --> STEP: 25 | > loss_disc: 2.5031580924987793 (2.4336298179626463) | > loss_disc_real_0: 0.25853392481803894 (0.1606397724151611) | > loss_disc_real_1: 0.1980811506509781 (0.18513091832399367) | > loss_disc_real_2: 0.23596371710300446 (0.2179831051826477) | > loss_disc_real_3: 0.23670430481433868 (0.25508990705013285) | > loss_disc_real_4: 0.20423243939876556 (0.22878286778926848) | > loss_disc_real_5: 0.2717188894748688 (0.2684598219394683) | > loss_0: 2.5031580924987793 (2.4336298179626463) | > loss_gen: 2.3029520511627197 (2.4441426372528077) | > loss_kl: 3.1017065048217773 (3.150681371688843) | > loss_feat: 6.794921875 (6.58944974899292) | > loss_mel: 14.818269729614258 (17.466600837707517) | > loss_duration: 2.3953566551208496 (2.3574036026000975) | > loss_1: 29.413206100463867 (32.008277740478526)  --> STEP: 26 | > loss_disc: 2.332216501235962 (2.4297293057808504) | > loss_disc_real_0: 0.1476554274559021 (0.16014037453211266) | > loss_disc_real_1: 0.15945321321487427 (0.18414331428133524) | > loss_disc_real_2: 0.10209286212921143 (0.2135257881421309) | > loss_disc_real_3: 0.21547704935073853 (0.2535663356001562) | > loss_disc_real_4: 0.14182910323143005 (0.22543849222935164) | > loss_disc_real_5: 0.27979281544685364 (0.268895706305137) | > loss_0: 2.332216501235962 (2.4297293057808504) | > loss_gen: 2.1762635707855225 (2.433839596234835) | > loss_kl: 2.3779609203338623 (3.1209613543290358) | > loss_feat: 8.814650535583496 (6.675034394631019) | > loss_mel: 17.166595458984375 (17.45506216929509) | > loss_duration: 2.3203234672546387 (2.3559774435483494) | > loss_1: 32.85579299926758 (32.04087448120118) --> EVAL PERFORMANCE | > avg_loader_time: 0.002541817151583158 (+0.00015497207641601562) | > avg_loss_disc: 2.4297293057808504 (-0.009759517816397612) | > avg_loss_disc_real_0: 0.16014037453211266 (+0.02913767185348734) | > avg_loss_disc_real_1: 0.18414331428133524 (-0.009134614410308689) | > avg_loss_disc_real_2: 0.2135257881421309 (+0.013154609272113205) | > avg_loss_disc_real_3: 0.2535663356001562 (+0.03188028702369117) | > avg_loss_disc_real_4: 0.22543849222935164 (+0.014637623841945946) | > avg_loss_disc_real_5: 0.268895706305137 (+0.04356968517486859) | > avg_loss_0: 2.4297293057808504 (-0.009759517816397612) | > avg_loss_gen: 2.433839596234835 (+0.20461403865080685) | > avg_loss_kl: 3.1209613543290358 (+0.013853705846346376) | > avg_loss_feat: 6.675034394631019 (-0.28691188188699623) | > avg_loss_mel: 17.45506216929509 (+0.6685284834641649) | > avg_loss_duration: 2.3559774435483494 (-0.0023638468522286793) | > avg_loss_1: 32.04087448120118 (+0.5977202195387719)  > EPOCH: 903/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:16:18)   --> TIME: 2024-06-12 07:16:22 -- STEP: 9/330 -- GLOBAL_STEP: 386000 | > loss_disc: 2.3413491249084473 (2.3171609507666693) | > loss_disc_real_0: 0.1135481521487236 (0.10299343119064967) | > loss_disc_real_1: 0.155617818236351 (0.1792056461175283) | > loss_disc_real_2: 0.19038765132427216 (0.2042138311598036) | > loss_disc_real_3: 0.24773670732975006 (0.22961310876740348) | > loss_disc_real_4: 0.25382307171821594 (0.2316001769569185) | > loss_disc_real_5: 0.25299274921417236 (0.22836980058087242) | > loss_0: 2.3413491249084473 (2.3171609507666693) | > grad_norm_0: tensor(5.4810, device='cuda:0') (tensor(9.5608, device='cuda:0')) | > loss_gen: 2.3634560108184814 (2.4830914073520236) | > loss_kl: 2.078040838241577 (1.9516377581490412) | > loss_feat: 6.128281116485596 (6.73950809902615) | > loss_mel: 17.345476150512695 (17.67558585272895) | > loss_duration: 2.068493604660034 (2.0962238841586642) | > loss_1: 29.983747482299805 (30.946046829223633) | > grad_norm_1: tensor(100.8268, device='cuda:0') (tensor(88.8685, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3569 (0.3708694775899251) | > loader_time: 0.0034 (0.003304560979207357) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_386000.pth  --> TIME: 2024-06-12 07:16:36 -- STEP: 34/330 -- GLOBAL_STEP: 386025 | > loss_disc: 2.325547933578491 (2.3366419427535114) | > loss_disc_real_0: 0.131544291973114 (0.10678060528110056) | > loss_disc_real_1: 0.17189353704452515 (0.1943147186847294) | > loss_disc_real_2: 0.20740240812301636 (0.20690682267441468) | > loss_disc_real_3: 0.23346666991710663 (0.22844962118303075) | > loss_disc_real_4: 0.26232385635375977 (0.22958146254805958) | > loss_disc_real_5: 0.24726222455501556 (0.22484523452380123) | > loss_0: 2.325547933578491 (2.3366419427535114) | > grad_norm_0: tensor(11.8888, device='cuda:0') (tensor(8.7798, device='cuda:0')) | > loss_gen: 2.625575542449951 (2.5085923671722408) | > loss_kl: 2.1134815216064453 (1.948656183831832) | > loss_feat: 7.6177592277526855 (6.983345803092508) | > loss_mel: 17.847990036010742 (17.361670073340925) | > loss_duration: 1.9958596229553223 (2.0008868364726786) | > loss_1: 32.20066833496094 (30.80315118677476) | > grad_norm_1: tensor(176.5038, device='cuda:0') (tensor(85.5376, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3936 (0.3744456277174108) | > loader_time: 0.0039 (0.0035441202275893267)  --> TIME: 2024-06-12 07:16:46 -- STEP: 59/330 -- GLOBAL_STEP: 386050 | > loss_disc: 2.375206470489502 (2.350611367468107) | > loss_disc_real_0: 0.11015145480632782 (0.10804979743088707) | > loss_disc_real_1: 0.2347549945116043 (0.19486348937123502) | > loss_disc_real_2: 0.24501939117908478 (0.20889248105428987) | > loss_disc_real_3: 0.21730269491672516 (0.22957417646707115) | > loss_disc_real_4: 0.2151888608932495 (0.23080682754516602) | > loss_disc_real_5: 0.21323606371879578 (0.22336678131152007) | > loss_0: 2.375206470489502 (2.350611367468107) | > grad_norm_0: tensor(12.4453, device='cuda:0') (tensor(8.4885, device='cuda:0')) | > loss_gen: 2.4518957138061523 (2.4869972689677082) | > loss_kl: 1.7646499872207642 (1.944862028299752) | > loss_feat: 6.666151523590088 (6.956553903676696) | > loss_mel: 16.169221878051758 (17.26099701251014) | > loss_duration: 1.9355058670043945 (1.9827143943915928) | > loss_1: 28.987422943115234 (30.632124496718586) | > grad_norm_1: tensor(84.8041, device='cuda:0') (tensor(89.1049, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3798 (0.37331107511358746) | > loader_time: 0.0042 (0.0036713874946206304)  --> TIME: 2024-06-12 07:16:55 -- STEP: 84/330 -- GLOBAL_STEP: 386075 | > loss_disc: 2.44624924659729 (2.35045779035205) | > loss_disc_real_0: 0.08865149319171906 (0.1090957165828773) | > loss_disc_real_1: 0.21446983516216278 (0.1952930108777114) | > loss_disc_real_2: 0.20501579344272614 (0.20818280960832322) | > loss_disc_real_3: 0.25330650806427 (0.22911297192885763) | > loss_disc_real_4: 0.2820960283279419 (0.2302398057211013) | > loss_disc_real_5: 0.2694985866546631 (0.22292477176302955) | > loss_0: 2.44624924659729 (2.35045779035205) | > grad_norm_0: tensor(7.1035, device='cuda:0') (tensor(8.1476, device='cuda:0')) | > loss_gen: 2.4870707988739014 (2.481097610223859) | > loss_kl: 1.9572598934173584 (1.9594765788032895) | > loss_feat: 6.644296169281006 (6.999521596091134) | > loss_mel: 17.09357452392578 (17.246983766555786) | > loss_duration: 2.0452582836151123 (1.9782723997320444) | > loss_1: 30.22745704650879 (30.66535186767578) | > grad_norm_1: tensor(50.9273, device='cuda:0') (tensor(82.2908, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3535 (0.370999730768658) | > loader_time: 0.0037 (0.0036992146855308896)  --> TIME: 2024-06-12 07:17:05 -- STEP: 109/330 -- GLOBAL_STEP: 386100 | > loss_disc: 2.4048092365264893 (2.3547854751621924) | > loss_disc_real_0: 0.13515183329582214 (0.11026892763212187) | > loss_disc_real_1: 0.21017606556415558 (0.1951192532657483) | > loss_disc_real_2: 0.19451096653938293 (0.20887062363668318) | > loss_disc_real_3: 0.22796036303043365 (0.22909655989310063) | > loss_disc_real_4: 0.2736741304397583 (0.23264076663266628) | > loss_disc_real_5: 0.21921926736831665 (0.22457297269357454) | > loss_0: 2.4048092365264893 (2.3547854751621924) | > grad_norm_0: tensor(10.4873, device='cuda:0') (tensor(7.9702, device='cuda:0')) | > loss_gen: 2.49495530128479 (2.4799239001142848) | > loss_kl: 1.9892237186431885 (1.966472519647091) | > loss_feat: 6.987675189971924 (6.990911343775758) | > loss_mel: 16.618505477905273 (17.18414993461118) | > loss_duration: 1.9313689470291138 (1.9809712423097101) | > loss_1: 30.021730422973633 (30.602428856245968) | > grad_norm_1: tensor(117.8461, device='cuda:0') (tensor(82.6683, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3635 (0.3700971909619254) | > loader_time: 0.0039 (0.0037800084560289295)  --> TIME: 2024-06-12 07:17:14 -- STEP: 134/330 -- GLOBAL_STEP: 386125 | > loss_disc: 2.483854293823242 (2.3624625170408797) | > loss_disc_real_0: 0.1175583153963089 (0.11176072633755739) | > loss_disc_real_1: 0.18396995961666107 (0.1960072869907564) | > loss_disc_real_2: 0.19807995855808258 (0.2099229956963169) | > loss_disc_real_3: 0.2179943323135376 (0.2297342142729617) | > loss_disc_real_4: 0.2502407431602478 (0.23212392583711824) | > loss_disc_real_5: 0.21317876875400543 (0.22451060821316135) | > loss_0: 2.483854293823242 (2.3624625170408797) | > grad_norm_0: tensor(7.2376, device='cuda:0') (tensor(8.0092, device='cuda:0')) | > loss_gen: 2.2757694721221924 (2.4747937650822864) | > loss_kl: 2.0207321643829346 (1.979991313236863) | > loss_feat: 7.353244781494141 (6.9872580215112485) | > loss_mel: 17.436845779418945 (17.21291771931434) | > loss_duration: 2.0029492378234863 (1.986138332245955) | > loss_1: 31.089540481567383 (30.641099090006815) | > grad_norm_1: tensor(46.8304, device='cuda:0') (tensor(80.3102, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3793 (0.3707881614343445) | > loader_time: 0.0049 (0.0038605750496707746)  --> TIME: 2024-06-12 07:17:24 -- STEP: 159/330 -- GLOBAL_STEP: 386150 | > loss_disc: 2.3440773487091064 (2.364820234430662) | > loss_disc_real_0: 0.1275385469198227 (0.1135966569278975) | > loss_disc_real_1: 0.14054913818836212 (0.19484737318641737) | > loss_disc_real_2: 0.22798886895179749 (0.210574394689416) | > loss_disc_real_3: 0.17919693887233734 (0.23034919798374176) | > loss_disc_real_4: 0.21252703666687012 (0.2324545867975403) | > loss_disc_real_5: 0.1871182769536972 (0.22386563508390625) | > loss_0: 2.3440773487091064 (2.364820234430662) | > grad_norm_0: tensor(15.9486, device='cuda:0') (tensor(8.4278, device='cuda:0')) | > loss_gen: 2.4172041416168213 (2.471938038772006) | > loss_kl: 2.172340154647827 (1.9920317706821848) | > loss_feat: 7.640249252319336 (6.956513779718173) | > loss_mel: 17.613561630249023 (17.18165521801642) | > loss_duration: 2.0021719932556152 (1.9900856445420463) | > loss_1: 31.84552764892578 (30.59222440899543) | > grad_norm_1: tensor(270.8155, device='cuda:0') (tensor(88.3763, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3914 (0.3732242404289966) | > loader_time: 0.0042 (0.003946901117480774)  --> TIME: 2024-06-12 07:17:34 -- STEP: 184/330 -- GLOBAL_STEP: 386175 | > loss_disc: 2.382905960083008 (2.3700147478476823) | > loss_disc_real_0: 0.11458108574151993 (0.11429601280099672) | > loss_disc_real_1: 0.21586456894874573 (0.19578043873543324) | > loss_disc_real_2: 0.20049020648002625 (0.21078941590436126) | > loss_disc_real_3: 0.255144864320755 (0.23082675655250964) | > loss_disc_real_4: 0.24868357181549072 (0.23323741385146327) | > loss_disc_real_5: 0.2421252280473709 (0.22423552713640355) | > loss_0: 2.382905960083008 (2.3700147478476823) | > grad_norm_0: tensor(12.0015, device='cuda:0') (tensor(9.2956, device='cuda:0')) | > loss_gen: 2.5158214569091797 (2.467199035312817) | > loss_kl: 1.9730324745178223 (2.002596730771272) | > loss_feat: 7.352354526519775 (6.950131750625114) | > loss_mel: 16.402982711791992 (17.169484371724323) | > loss_duration: 2.0305018424987793 (1.9975910581972287) | > loss_1: 30.274694442749023 (30.58700289933578) | > grad_norm_1: tensor(220.6654, device='cuda:0') (tensor(101.4565, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.3927 (0.37625888249148504) | > loader_time: 0.0048 (0.004055741040602975)  --> TIME: 2024-06-12 07:17:44 -- STEP: 209/330 -- GLOBAL_STEP: 386200 | > loss_disc: 2.2980384826660156 (2.3694125727603326) | > loss_disc_real_0: 0.09558563679456711 (0.11504889254649861) | > loss_disc_real_1: 0.17792025208473206 (0.19627681281863218) | > loss_disc_real_2: 0.18280699849128723 (0.21121742979191135) | > loss_disc_real_3: 0.2155011147260666 (0.23049699789599368) | > loss_disc_real_4: 0.24031369388103485 (0.23283151134349514) | > loss_disc_real_5: 0.19975398480892181 (0.22368833251547013) | > loss_0: 2.2980384826660156 (2.3694125727603326) | > grad_norm_0: tensor(13.8522, device='cuda:0') (tensor(10.7119, device='cuda:0')) | > loss_gen: 2.56740403175354 (2.470937195006738) | > loss_kl: 2.0614609718322754 (2.0074589395066758) | > loss_feat: 6.7247843742370605 (6.963846977817957) | > loss_mel: 17.16982078552246 (17.13961843098179) | > loss_duration: 2.0822391510009766 (2.005910470154867) | > loss_1: 30.605709075927734 (30.587771958711613) | > grad_norm_1: tensor(263.5351, device='cuda:0') (tensor(127.8142, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.4046 (0.3791575249302331) | > loader_time: 0.0046 (0.004156254124983647)  --> TIME: 2024-06-12 07:17:55 -- STEP: 234/330 -- GLOBAL_STEP: 386225 | > loss_disc: 2.304764986038208 (2.367575981678108) | > loss_disc_real_0: 0.08178447186946869 (0.11618969439823404) | > loss_disc_real_1: 0.192649245262146 (0.1963660913782242) | > loss_disc_real_2: 0.20232881605625153 (0.21106520594439954) | > loss_disc_real_3: 0.22811256349086761 (0.2300610181230765) | > loss_disc_real_4: 0.22171737253665924 (0.23213535394424048) | > loss_disc_real_5: 0.22506210207939148 (0.22327718202374935) | > loss_0: 2.304764986038208 (2.367575981678108) | > grad_norm_0: tensor(39.0104, device='cuda:0') (tensor(13.1558, device='cuda:0')) | > loss_gen: 2.498016357421875 (2.475038471384943) | > loss_kl: 2.179471254348755 (2.017286567606476) | > loss_feat: 7.259637355804443 (6.970803258765458) | > loss_mel: 16.708017349243164 (17.10606259566086) | > loss_duration: 2.0805418491363525 (2.0149413535737577) | > loss_1: 30.725683212280273 (30.584132170065857) | > grad_norm_1: tensor(419.2319, device='cuda:0') (tensor(159.6956, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.4376 (0.38241396704290676) | > loader_time: 0.005 (0.004280506036220455)  --> TIME: 2024-06-12 07:18:06 -- STEP: 259/330 -- GLOBAL_STEP: 386250 | > loss_disc: 2.456818103790283 (2.368008865813032) | > loss_disc_real_0: 0.12955157458782196 (0.11723878576948836) | > loss_disc_real_1: 0.2465306967496872 (0.19671860204930472) | > loss_disc_real_2: 0.19112655520439148 (0.2107132697427595) | > loss_disc_real_3: 0.22389079630374908 (0.22999803486017648) | > loss_disc_real_4: 0.23485086858272552 (0.23243910661075107) | > loss_disc_real_5: 0.2197498232126236 (0.2229345913789447) | > loss_0: 2.456818103790283 (2.368008865813032) | > grad_norm_0: tensor(14.3331, device='cuda:0') (tensor(14.9851, device='cuda:0')) | > loss_gen: 2.4194860458374023 (2.4811363643660953) | > loss_kl: 2.1504223346710205 (2.0248418015402714) | > loss_feat: 7.178091049194336 (6.996909423224255) | > loss_mel: 16.847639083862305 (17.071588350539034) | > loss_duration: 2.1233274936676025 (2.0230283299928455) | > loss_1: 30.718965530395508 (30.597504177609004) | > grad_norm_1: tensor(50.0300, device='cuda:0') (tensor(186.9512, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.4278 (0.38659045410892684) | > loader_time: 0.0059 (0.004419130708259968)  --> TIME: 2024-06-12 07:18:17 -- STEP: 284/330 -- GLOBAL_STEP: 386275 | > loss_disc: 2.436065196990967 (2.367265413344747) | > loss_disc_real_0: 0.13971194624900818 (0.11800823116701253) | > loss_disc_real_1: 0.2369852215051651 (0.19667224386628246) | > loss_disc_real_2: 0.2366291582584381 (0.21051903630436306) | > loss_disc_real_3: 0.23918844759464264 (0.22989732399582863) | > loss_disc_real_4: 0.2392684817314148 (0.23219990011462024) | > loss_disc_real_5: 0.21128427982330322 (0.2225731649029423) | > loss_0: 2.436065196990967 (2.367265413344747) | > grad_norm_0: tensor(35.3219, device='cuda:0') (tensor(16.1092, device='cuda:0')) | > loss_gen: 2.4493408203125 (2.4810562570330106) | > loss_kl: 2.079744338989258 (2.0340364143042495) | > loss_feat: 6.496897220611572 (7.002421105411691) | > loss_mel: 16.468048095703125 (17.01730916869472) | > loss_duration: 2.1528820991516113 (2.0329806766879384) | > loss_1: 29.64691162109375 (30.567803530625895) | > grad_norm_1: tensor(372.5383, device='cuda:0') (tensor(207.1224, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.4552 (0.3920649986871531) | > loader_time: 0.0066 (0.00454823819684311)  --> TIME: 2024-06-12 07:18:30 -- STEP: 309/330 -- GLOBAL_STEP: 386300 | > loss_disc: 2.5021398067474365 (2.374440932351024) | > loss_disc_real_0: 0.23816055059432983 (0.12001906255784545) | > loss_disc_real_1: 0.17109660804271698 (0.19738479358864447) | > loss_disc_real_2: 0.19675980508327484 (0.21125818750426217) | > loss_disc_real_3: 0.2259158194065094 (0.2301490790056951) | > loss_disc_real_4: 0.23312370479106903 (0.2331328882947323) | > loss_disc_real_5: 0.24902752041816711 (0.22288163097930966) | > loss_0: 2.5021398067474365 (2.374440932351024) | > grad_norm_0: tensor(63.4839, device='cuda:0') (tensor(17.6604, device='cuda:0')) | > loss_gen: 2.340174674987793 (2.4777050782175896) | > loss_kl: 2.0284156799316406 (2.038615273812057) | > loss_feat: 7.019469738006592 (6.995841115809566) | > loss_mel: 16.424205780029297 (16.957948295815466) | > loss_duration: 2.218076229095459 (2.045111685123258) | > loss_1: 30.030344009399414 (30.515221358117163) | > grad_norm_1: tensor(435.6146, device='cuda:0') (tensor(227.7756, device='cuda:0')) | > current_lr_0: 0.0001786512017474221 | > current_lr_1: 0.0001786512017474221 | > step_time: 0.5171 (0.39998333508142764) | > loader_time: 0.0077 (0.004720018905343363)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8261101245880127 (2.8261101245880127) | > loss_disc_real_0: 0.2418091744184494 (0.2418091744184494) | > loss_disc_real_1: 0.20817223191261292 (0.20817223191261292) | > loss_disc_real_2: 0.24090543389320374 (0.24090543389320374) | > loss_disc_real_3: 0.3043630123138428 (0.3043630123138428) | > loss_disc_real_4: 0.28348734974861145 (0.28348734974861145) | > loss_disc_real_5: 0.3086402714252472 (0.3086402714252472) | > loss_0: 2.8261101245880127 (2.8261101245880127) | > loss_gen: 2.2208282947540283 (2.2208282947540283) | > loss_kl: 2.443938970565796 (2.443938970565796) | > loss_feat: 6.023347854614258 (6.023347854614258) | > loss_mel: 14.867873191833496 (14.867873191833496) | > loss_duration: 3.1654117107391357 (3.1654117107391357) | > loss_1: 28.721399307250977 (28.721399307250977)  --> STEP: 1 | > loss_disc: 2.333343267440796 (2.333343267440796) | > loss_disc_real_0: 0.13061782717704773 (0.13061782717704773) | > loss_disc_real_1: 0.14986632764339447 (0.14986632764339447) | > loss_disc_real_2: 0.17638711631298065 (0.17638711631298065) | > loss_disc_real_3: 0.251984566450119 (0.251984566450119) | > loss_disc_real_4: 0.23843884468078613 (0.23843884468078613) | > loss_disc_real_5: 0.20536009967327118 (0.20536009967327118) | > loss_0: 2.333343267440796 (2.333343267440796) | > loss_gen: 2.361567974090576 (2.361567974090576) | > loss_kl: 3.297189950942993 (3.297189950942993) | > loss_feat: 7.717133522033691 (7.717133522033691) | > loss_mel: 17.953659057617188 (17.953659057617188) | > loss_duration: 2.5940747261047363 (2.5940747261047363) | > loss_1: 33.92362594604492 (33.92362594604492)  --> STEP: 2 | > loss_disc: 2.569526433944702 (2.451434850692749) | > loss_disc_real_0: 0.17836928367614746 (0.1544935554265976) | > loss_disc_real_1: 0.16879697144031525 (0.15933164954185486) | > loss_disc_real_2: 0.2230352759361267 (0.19971119612455368) | > loss_disc_real_3: 0.30013418197631836 (0.2760593742132187) | > loss_disc_real_4: 0.3289013206958771 (0.2836700826883316) | > loss_disc_real_5: 0.29199522733688354 (0.24867766350507736) | > loss_0: 2.569526433944702 (2.451434850692749) | > loss_gen: 2.436004877090454 (2.398786425590515) | > loss_kl: 2.0563478469848633 (2.6767688989639282) | > loss_feat: 5.820764064788818 (6.768948793411255) | > loss_mel: 17.887496948242188 (17.920578002929688) | > loss_duration: 2.476548671722412 (2.535311698913574) | > loss_1: 30.677162170410156 (32.30039405822754)  --> STEP: 3 | > loss_disc: 2.597968578338623 (2.500279426574707) | > loss_disc_real_0: 0.1108793392777443 (0.13995548337697983) | > loss_disc_real_1: 0.25649088621139526 (0.191718061765035) | > loss_disc_real_2: 0.2650127112865448 (0.22147836784521738) | > loss_disc_real_3: 0.31420642137527466 (0.2887750566005707) | > loss_disc_real_4: 0.17048677802085876 (0.24594231446584067) | > loss_disc_real_5: 0.1353251188993454 (0.21089348196983337) | > loss_0: 2.597968578338623 (2.500279426574707) | > loss_gen: 2.037539005279541 (2.2783706188201904) | > loss_kl: 3.624826669692993 (2.9927881558736167) | > loss_feat: 5.929286479949951 (6.48906135559082) | > loss_mel: 14.524506568908691 (16.788554191589355) | > loss_duration: 2.4014227390289307 (2.490682045618693) | > loss_1: 28.517581939697266 (31.039456685384113)  --> STEP: 4 | > loss_disc: 2.5901567935943604 (2.5227487683296204) | > loss_disc_real_0: 0.19900375604629517 (0.15471755154430866) | > loss_disc_real_1: 0.21771880984306335 (0.19821824878454208) | > loss_disc_real_2: 0.18240046501159668 (0.2117088921368122) | > loss_disc_real_3: 0.24026162922382355 (0.2766466997563839) | > loss_disc_real_4: 0.18718500435352325 (0.2312529869377613) | > loss_disc_real_5: 0.1727108508348465 (0.20134782418608665) | > loss_0: 2.5901567935943604 (2.5227487683296204) | > loss_gen: 2.0702502727508545 (2.2263405323028564) | > loss_kl: 3.767345666885376 (3.1864275336265564) | > loss_feat: 6.916593074798584 (6.595944285392761) | > loss_mel: 15.80495548248291 (16.542654514312744) | > loss_duration: 2.4087119102478027 (2.4701895117759705) | > loss_1: 30.967857360839844 (31.021556854248047)  --> STEP: 5 | > loss_disc: 2.5988409519195557 (2.5379672050476074) | > loss_disc_real_0: 0.20108498632907867 (0.16399103850126268) | > loss_disc_real_1: 0.20002000033855438 (0.19857859909534453) | > loss_disc_real_2: 0.25515103340148926 (0.22039732038974763) | > loss_disc_real_3: 0.30778998136520386 (0.2828753560781479) | > loss_disc_real_4: 0.24061518907546997 (0.23312542736530303) | > loss_disc_real_5: 0.2035980373620987 (0.20179786682128906) | > loss_0: 2.5988409519195557 (2.5379672050476074) | > loss_gen: 2.187041759490967 (2.2184807777404787) | > loss_kl: 3.2938005924224854 (3.2079021453857424) | > loss_feat: 4.653489112854004 (6.20745325088501) | > loss_mel: 15.338530540466309 (16.301829719543456) | > loss_duration: 2.4652795791625977 (2.469207525253296) | > loss_1: 27.938140869140625 (30.404873657226563)  --> STEP: 6 | > loss_disc: 2.3522143363952637 (2.5070083936055503) | > loss_disc_real_0: 0.10453523695468903 (0.15408173824350038) | > loss_disc_real_1: 0.233201801776886 (0.20434913287560144) | > loss_disc_real_2: 0.18458247184753418 (0.21442817896604538) | > loss_disc_real_3: 0.3285345435142517 (0.2904852206508319) | > loss_disc_real_4: 0.20296406745910645 (0.2280985340476036) | > loss_disc_real_5: 0.1911669224500656 (0.2000260427594185) | > loss_0: 2.3522143363952637 (2.5070083936055503) | > loss_gen: 2.240671396255493 (2.2221792141596475) | > loss_kl: 3.584926128387451 (3.270739475886027) | > loss_feat: 5.89642858505249 (6.15561580657959) | > loss_mel: 17.226089477539062 (16.455873012542725) | > loss_duration: 2.2632906436920166 (2.4348880449930825) | > loss_1: 31.21140480041504 (30.53929551442464)  --> STEP: 7 | > loss_disc: 2.4749929904937744 (2.5024347645895824) | > loss_disc_real_0: 0.18714849650859833 (0.1588055608528001) | > loss_disc_real_1: 0.24592822790145874 (0.21028900359358108) | > loss_disc_real_2: 0.25057515501976013 (0.21959203268800462) | > loss_disc_real_3: 0.300798237323761 (0.2919585087469646) | > loss_disc_real_4: 0.21653105318546295 (0.2264460367815835) | > loss_disc_real_5: 0.16391761600971222 (0.19486769608088902) | > loss_0: 2.4749929904937744 (2.5024347645895824) | > loss_gen: 2.485069990158081 (2.259735039302281) | > loss_kl: 4.096181392669678 (3.388659749712263) | > loss_feat: 6.037477493286133 (6.138738904680524) | > loss_mel: 16.962352752685547 (16.528227261134557) | > loss_duration: 2.5502982139587402 (2.4513752119881764) | > loss_1: 32.131378173828125 (30.766735894339426)  --> STEP: 8 | > loss_disc: 2.3712494373321533 (2.4860365986824036) | > loss_disc_real_0: 0.17383670806884766 (0.16068445425480604) | > loss_disc_real_1: 0.15230689942836761 (0.20304124057292938) | > loss_disc_real_2: 0.22027461230754852 (0.21967735514044762) | > loss_disc_real_3: 0.24010999500751495 (0.2854774445295334) | > loss_disc_real_4: 0.19256287813186646 (0.22221064195036888) | > loss_disc_real_5: 0.1709044873714447 (0.19187229499220848) | > loss_0: 2.3712494373321533 (2.4860365986824036) | > loss_gen: 2.258115530014038 (2.2595326006412506) | > loss_kl: 3.500312566757202 (3.4026163518428802) | > loss_feat: 8.795486450195312 (6.470832347869873) | > loss_mel: 19.25528907775879 (16.869109988212585) | > loss_duration: 2.307389259338379 (2.433376967906952) | > loss_1: 36.11659240722656 (31.435467958450317)  --> STEP: 9 | > loss_disc: 2.6528663635253906 (2.5045732392205133) | > loss_disc_real_0: 0.2335631400346756 (0.1687820860081249) | > loss_disc_real_1: 0.17112354934215546 (0.19949483043617672) | > loss_disc_real_2: 0.21426980197429657 (0.21907651589976418) | > loss_disc_real_3: 0.17866754531860352 (0.2736096779505412) | > loss_disc_real_4: 0.14405345916748047 (0.21352651053004795) | > loss_disc_real_5: 0.16728425025939941 (0.18914029002189636) | > loss_0: 2.6528663635253906 (2.5045732392205133) | > loss_gen: 1.9930537939071655 (2.2299238443374634) | > loss_kl: 2.8497653007507324 (3.3411884572770862) | > loss_feat: 10.912577629089355 (6.964359601338704) | > loss_mel: 19.057294845581055 (17.112241639031303) | > loss_duration: 2.2132480144500732 (2.408918195300632) | > loss_1: 37.02593994140625 (32.05663151211209)  --> STEP: 10 | > loss_disc: 2.6881167888641357 (2.5229275941848757) | > loss_disc_real_0: 0.14715805649757385 (0.16661968305706978) | > loss_disc_real_1: 0.20386584103107452 (0.19993193149566652) | > loss_disc_real_2: 0.22842711210250854 (0.2200115755200386) | > loss_disc_real_3: 0.2780359387397766 (0.27405230402946473) | > loss_disc_real_4: 0.26518216729164124 (0.2186920762062073) | > loss_disc_real_5: 0.24567852914333344 (0.19479411393404006) | > loss_0: 2.6881167888641357 (2.5229275941848757) | > loss_gen: 2.076442003250122 (2.2145756602287294) | > loss_kl: 2.7044646739959717 (3.277516078948975) | > loss_feat: 5.672024726867676 (6.835126113891602) | > loss_mel: 14.108141899108887 (16.811831665039062) | > loss_duration: 2.3697450160980225 (2.4050008773803713) | > loss_1: 26.930818557739258 (31.544050216674805)  --> STEP: 11 | > loss_disc: 2.7010116577148438 (2.5391170545057817) | > loss_disc_real_0: 0.17972061038017273 (0.16781067645007913) | > loss_disc_real_1: 0.17425484955310822 (0.19759765131907028) | > loss_disc_real_2: 0.2439608871936798 (0.2221887856721878) | > loss_disc_real_3: 0.31574586033821106 (0.27784262733025983) | > loss_disc_real_4: 0.2839639186859131 (0.22462588006799872) | > loss_disc_real_5: 0.2001039683818817 (0.19527682797475296) | > loss_0: 2.7010116577148438 (2.5391170545057817) | > loss_gen: 2.215627670288086 (2.2146712975068525) | > loss_kl: 3.756788492202759 (3.321086298335682) | > loss_feat: 6.6762895584106445 (6.820686427029696) | > loss_mel: 16.374685287475586 (16.772091085260566) | > loss_duration: 2.5579609870910645 (2.418906341899525) | > loss_1: 31.581350326538086 (31.547441135753285)  --> STEP: 12 | > loss_disc: 2.34088134765625 (2.5225974122683206) | > loss_disc_real_0: 0.13896219432353973 (0.16540663627286753) | > loss_disc_real_1: 0.21030524373054504 (0.19865661735335985) | > loss_disc_real_2: 0.20749124884605408 (0.22096399093667665) | > loss_disc_real_3: 0.21738071739673615 (0.2728041348357995) | > loss_disc_real_4: 0.2085595279932022 (0.223287017395099) | > loss_disc_real_5: 0.13533905148506165 (0.19028201326727867) | > loss_0: 2.34088134765625 (2.5225974122683206) | > loss_gen: 2.3130838871002197 (2.222872346639633) | > loss_kl: 2.607701063156128 (3.261637528737386) | > loss_feat: 5.211258888244629 (6.686567465464274) | > loss_mel: 15.846580505371094 (16.69496520360311) | > loss_duration: 2.2921853065490723 (2.408346255620321) | > loss_1: 28.270809173583984 (31.274388472239178)  --> STEP: 13 | > loss_disc: 2.3210983276367188 (2.5070974826812744) | > loss_disc_real_0: 0.07071220874786377 (0.15812244954017493) | > loss_disc_real_1: 0.14474961161613464 (0.19450992460434252) | > loss_disc_real_2: 0.22706863284111023 (0.22143357877547926) | > loss_disc_real_3: 0.345481812953949 (0.27839472546027255) | > loss_disc_real_4: 0.20440439879894257 (0.22183450827231774) | > loss_disc_real_5: 0.19547975063323975 (0.19068183921850645) | > loss_0: 2.3210983276367188 (2.5070974826812744) | > loss_gen: 2.3555541038513184 (2.2330786356559167) | > loss_kl: 3.6798083782196045 (3.2938045171590953) | > loss_feat: 6.88030481338501 (6.701470338381254) | > loss_mel: 17.787296295166016 (16.77899067218487) | > loss_duration: 2.3197596073150635 (2.4015318980583777) | > loss_1: 33.02272415161133 (31.40887583219088)  --> STEP: 14 | > loss_disc: 2.5474355220794678 (2.509978771209717) | > loss_disc_real_0: 0.1875646710395813 (0.1602254653615611) | > loss_disc_real_1: 0.13637296855449677 (0.19035728488649642) | > loss_disc_real_2: 0.20171567797660828 (0.2200251572898456) | > loss_disc_real_3: 0.34823355078697205 (0.28338321298360825) | > loss_disc_real_4: 0.32012417912483215 (0.22885519904749735) | > loss_disc_real_5: 0.19768524169921875 (0.19118208225284303) | > loss_0: 2.5474355220794678 (2.509978771209717) | > loss_gen: 2.4023289680480957 (2.245167945112501) | > loss_kl: 3.841949701309204 (3.3329577445983887) | > loss_feat: 6.4297261238098145 (6.682060037340436) | > loss_mel: 18.08179473876953 (16.872048105512345) | > loss_duration: 2.4301111698150635 (2.4035732746124268) | > loss_1: 33.185909271240234 (31.535806792122976)  --> STEP: 15 | > loss_disc: 2.5485925674438477 (2.512553024291992) | > loss_disc_real_0: 0.18677359819412231 (0.16199534088373185) | > loss_disc_real_1: 0.23445646464824677 (0.19329723020394643) | > loss_disc_real_2: 0.22505757212638855 (0.2203606516122818) | > loss_disc_real_3: 0.2944016754627228 (0.28411777714888253) | > loss_disc_real_4: 0.22495466470718384 (0.22859516342480976) | > loss_disc_real_5: 0.18705405294895172 (0.1909068802992503) | > loss_0: 2.5485925674438477 (2.512553024291992) | > loss_gen: 2.2016875743865967 (2.242269253730774) | > loss_kl: 3.4399123191833496 (3.3400880495707193) | > loss_feat: 4.617593288421631 (6.544428920745849) | > loss_mel: 15.473694801330566 (16.778824551900225) | > loss_duration: 2.3952107429504395 (2.4030157725016275) | > loss_1: 28.128097534179688 (31.308626174926758)  --> STEP: 16 | > loss_disc: 2.617420196533203 (2.519107222557068) | > loss_disc_real_0: 0.21283170580863953 (0.16517261369153857) | > loss_disc_real_1: 0.2985677123069763 (0.1998766353353858) | > loss_disc_real_2: 0.23781371116638184 (0.22145146783441305) | > loss_disc_real_3: 0.23168674111366272 (0.2808408373966813) | > loss_disc_real_4: 0.20613884925842285 (0.2271916437894106) | > loss_disc_real_5: 0.08183539658784866 (0.18408991256728768) | > loss_0: 2.617420196533203 (2.519107222557068) | > loss_gen: 2.078127384185791 (2.2320103868842125) | > loss_kl: 3.26479172706604 (3.335382029414177) | > loss_feat: 7.118738174438477 (6.580323249101639) | > loss_mel: 17.403520584106445 (16.817868053913116) | > loss_duration: 2.4330382347106934 (2.404892176389694) | > loss_1: 32.298213958740234 (31.3704754114151)  --> STEP: 17 | > loss_disc: 2.8437891006469727 (2.5382061565623566) | > loss_disc_real_0: 0.22453036904335022 (0.1686642463592922) | > loss_disc_real_1: 0.2529825270175934 (0.20300051131669214) | > loss_disc_real_2: 0.30427035689353943 (0.22632316719083226) | > loss_disc_real_3: 0.3490479290485382 (0.2848530192585552) | > loss_disc_real_4: 0.2662432789802551 (0.22948879880063675) | > loss_disc_real_5: 0.22784242033958435 (0.18666358949506984) | > loss_0: 2.8437891006469727 (2.5382061565623566) | > loss_gen: 2.325885772705078 (2.237532468403087) | > loss_kl: 2.462106466293335 (3.2840128786423626) | > loss_feat: 5.8191237449646 (6.535546807681813) | > loss_mel: 15.713163375854492 (16.75288542579202) | > loss_duration: 2.46433687210083 (2.4083889231962314) | > loss_1: 28.78461456298828 (31.218365949742935)  --> STEP: 18 | > loss_disc: 2.4208290576934814 (2.5316852066251965) | > loss_disc_real_0: 0.10709487646818161 (0.16524372580978605) | > loss_disc_real_1: 0.1818757951259613 (0.20182691597276264) | > loss_disc_real_2: 0.17222337424755096 (0.22331762313842773) | > loss_disc_real_3: 0.23440727591514587 (0.2820504779616992) | > loss_disc_real_4: 0.2109154909849167 (0.22845694836643007) | > loss_disc_real_5: 0.11938951164484024 (0.18292614072561264) | > loss_0: 2.4208290576934814 (2.5316852066251965) | > loss_gen: 2.1721649169921875 (2.233900937769148) | > loss_kl: 2.994479179382324 (3.2679276731279163) | > loss_feat: 8.781381607055664 (6.660315407647027) | > loss_mel: 18.024551391601562 (16.823533535003662) | > loss_duration: 2.164656162261963 (2.394848214255439) | > loss_1: 34.13723373413086 (31.38052527109782)  --> STEP: 19 | > loss_disc: 2.3639235496520996 (2.522855645731876) | > loss_disc_real_0: 0.1362142711877823 (0.16371585977704903) | > loss_disc_real_1: 0.1580723226070404 (0.19952404263772464) | > loss_disc_real_2: 0.2296905219554901 (0.22365303886564156) | > loss_disc_real_3: 0.2709575593471527 (0.28146664013988093) | > loss_disc_real_4: 0.1999037265777588 (0.2269541472196579) | > loss_disc_real_5: 0.1449490338563919 (0.1809273456272326) | > loss_0: 2.3639235496520996 (2.522855645731876) | > loss_gen: 2.2379281520843506 (2.2341128964173165) | > loss_kl: 2.7619729042053223 (3.241298474763569) | > loss_feat: 9.902628898620605 (6.8309634861193205) | > loss_mel: 17.88882064819336 (16.87960127780312) | > loss_duration: 2.3947253227233887 (2.394841746280068) | > loss_1: 35.18607711791992 (31.58081747356214)  --> STEP: 20 | > loss_disc: 2.258819103240967 (2.5096538186073305) | > loss_disc_real_0: 0.1066177487373352 (0.16086095422506336) | > loss_disc_real_1: 0.11210866272449493 (0.19515327364206314) | > loss_disc_real_2: 0.27688026428222656 (0.2263144001364708) | > loss_disc_real_3: 0.23476217687129974 (0.2791314169764519) | > loss_disc_real_4: 0.20732414722442627 (0.22597264721989632) | > loss_disc_real_5: 0.1202067881822586 (0.17789131775498387) | > loss_0: 2.258819103240967 (2.5096538186073305) | > loss_gen: 2.2925467491149902 (2.2370345890522003) | > loss_kl: 2.345783233642578 (3.1965227127075195) | > loss_feat: 7.700282096862793 (6.874429416656494) | > loss_mel: 19.540966033935547 (17.01266951560974) | > loss_duration: 2.3137924671173096 (2.39078928232193) | > loss_1: 34.1933708190918 (31.711445140838624)  --> STEP: 21 | > loss_disc: 2.435159683227539 (2.5061064788273404) | > loss_disc_real_0: 0.1246981993317604 (0.15913891827776322) | > loss_disc_real_1: 0.24937976896762848 (0.1977354877051853) | > loss_disc_real_2: 0.12874533236026764 (0.2216682540518897) | > loss_disc_real_3: 0.3186764121055603 (0.2810145119825999) | > loss_disc_real_4: 0.24942943453788757 (0.2270896370921816) | > loss_disc_real_5: 0.15323548018932343 (0.1767172302518572) | > loss_0: 2.435159683227539 (2.5061064788273404) | > loss_gen: 2.2263569831848145 (2.236526131629944) | > loss_kl: 2.1514928340911865 (3.1467593851543607) | > loss_feat: 5.377285480499268 (6.803136848268055) | > loss_mel: 15.408074378967285 (16.936260223388672) | > loss_duration: 2.1891143321990967 (2.3811857132684615) | > loss_1: 27.35232162475586 (31.503867830548966)  --> STEP: 22 | > loss_disc: 2.6180286407470703 (2.5111938498236914) | > loss_disc_real_0: 0.147024005651474 (0.15858824043111372) | > loss_disc_real_1: 0.2434137463569641 (0.19981177218935706) | > loss_disc_real_2: 0.2009550780057907 (0.22072674604979428) | > loss_disc_real_3: 0.2229928970336914 (0.2783771658485586) | > loss_disc_real_4: 0.2399410903453827 (0.2276737940582362) | > loss_disc_real_5: 0.2556450068950653 (0.18030485646291214) | > loss_0: 2.6180286407470703 (2.5111938498236914) | > loss_gen: 2.1448774337768555 (2.2323602817275305) | > loss_kl: 2.386543035507202 (3.1122040965340356) | > loss_feat: 4.875805377960205 (6.715530872344971) | > loss_mel: 14.921142578125 (16.844663966785777) | > loss_duration: 2.216175079345703 (2.3736852299083364) | > loss_1: 26.544544219970703 (31.278444030068137)  --> STEP: 23 | > loss_disc: 2.6687402725219727 (2.518043694288834) | > loss_disc_real_0: 0.20447170734405518 (0.16058317377515466) | > loss_disc_real_1: 0.18332889676094055 (0.19909512543159982) | > loss_disc_real_2: 0.27186131477355957 (0.22294998816821887) | > loss_disc_real_3: 0.32666918635368347 (0.28047681891399884) | > loss_disc_real_4: 0.2604164183139801 (0.2290973864171816) | > loss_disc_real_5: 0.2063029557466507 (0.18143520860568338) | > loss_0: 2.6687402725219727 (2.518043694288834) | > loss_gen: 2.1332950592041016 (2.228053098139555) | > loss_kl: 2.779998540878296 (3.0977603767229165) | > loss_feat: 7.1742939949035645 (6.735477095064909) | > loss_mel: 17.309295654296875 (16.864865344503652) | > loss_duration: 2.2715392112731934 (2.36924409866333) | > loss_1: 31.66842269897461 (31.295399624368418)  --> STEP: 24 | > loss_disc: 2.27738618850708 (2.5080162982145944) | > loss_disc_real_0: 0.11174903064966202 (0.15854841781159246) | > loss_disc_real_1: 0.12857072055339813 (0.19615660856167474) | > loss_disc_real_2: 0.1866573542356491 (0.22143779508769512) | > loss_disc_real_3: 0.18225981295108795 (0.2763844436655442) | > loss_disc_real_4: 0.16080734133720398 (0.22625196787218252) | > loss_disc_real_5: 0.11182671785354614 (0.1785348548243443) | > loss_0: 2.27738618850708 (2.5080162982145944) | > loss_gen: 1.9890406131744385 (2.218094244599342) | > loss_kl: 2.4281234741210938 (3.069858839114507) | > loss_feat: 6.196962833404541 (6.713039000829061) | > loss_mel: 18.64261817932129 (16.93893837928772) | > loss_duration: 2.4467766284942627 (2.372474620739619) | > loss_1: 31.703521728515625 (31.312404712041218)  --> STEP: 25 | > loss_disc: 2.784268379211426 (2.5190663814544676) | > loss_disc_real_0: 0.2790948152542114 (0.16337027370929721) | > loss_disc_real_1: 0.26221567392349243 (0.19879897117614745) | > loss_disc_real_2: 0.24238048493862152 (0.22227550268173218) | > loss_disc_real_3: 0.2597329020500183 (0.27571838200092313) | > loss_disc_real_4: 0.24824725091457367 (0.22713177919387817) | > loss_disc_real_5: 0.2719338834285736 (0.1822708159685135) | > loss_0: 2.784268379211426 (2.5190663814544676) | > loss_gen: 2.173609495162964 (2.2163148546218867) | > loss_kl: 2.801431655883789 (3.0591217517852782) | > loss_feat: 5.700244903564453 (6.6725272369384765) | > loss_mel: 13.841227531433105 (16.815029945373535) | > loss_duration: 2.4034295082092285 (2.3737128162384034) | > loss_1: 26.919940948486328 (31.136706161499024)  --> STEP: 26 | > loss_disc: 2.3691039085388184 (2.513298594034635) | > loss_disc_real_0: 0.1418812870979309 (0.16254377422424465) | > loss_disc_real_1: 0.13572238385677338 (0.19637294858694077) | > loss_disc_real_2: 0.1307632476091385 (0.2187558005635555) | > loss_disc_real_3: 0.18923765420913696 (0.2723922001627775) | > loss_disc_real_4: 0.11908069252967834 (0.22297596816833204) | > loss_disc_real_5: 0.06424921751022339 (0.17773152372011772) | > loss_0: 2.3691039085388184 (2.513298594034635) | > loss_gen: 1.804548978805542 (2.2004777055520273) | > loss_kl: 2.3354506492614746 (3.0312882478420553) | > loss_feat: 10.356453895568848 (6.814216723808875) | > loss_mel: 19.656513214111328 (16.924317763401913) | > loss_duration: 2.298645496368408 (2.370825611628019) | > loss_1: 36.45161437988281 (31.34112570835994) --> EVAL PERFORMANCE | > avg_loader_time: 0.002494619442866399 (-4.7197708716759015e-05) | > avg_loss_disc: 2.513298594034635 (+0.08356928825378462) | > avg_loss_disc_real_0: 0.16254377422424465 (+0.002403399692131991) | > avg_loss_disc_real_1: 0.19637294858694077 (+0.01222963430560553) | > avg_loss_disc_real_2: 0.2187558005635555 (+0.005230012421424596) | > avg_loss_disc_real_3: 0.2723922001627775 (+0.01882586456262131) | > avg_loss_disc_real_4: 0.22297596816833204 (-0.0024625240610195998) | > avg_loss_disc_real_5: 0.17773152372011772 (-0.09116418258501927) | > avg_loss_0: 2.513298594034635 (+0.08356928825378462) | > avg_loss_gen: 2.2004777055520273 (-0.23336189068280788) | > avg_loss_kl: 3.0312882478420553 (-0.08967310648698046) | > avg_loss_feat: 6.814216723808875 (+0.13918232917785645) | > avg_loss_mel: 16.924317763401913 (-0.5307444058931772) | > avg_loss_duration: 2.370825611628019 (+0.014848168079669488) | > avg_loss_1: 31.34112570835994 (-0.6997487728412395)  > EPOCH: 904/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:19:01)   --> TIME: 2024-06-12 07:19:04 -- STEP: 4/330 -- GLOBAL_STEP: 386325 | > loss_disc: 2.236642837524414 (2.28721821308136) | > loss_disc_real_0: 0.148380309343338 (0.09736860543489456) | > loss_disc_real_1: 0.15684840083122253 (0.21193400770425797) | > loss_disc_real_2: 0.18081115186214447 (0.20017024129629135) | > loss_disc_real_3: 0.1930406540632248 (0.23330334946513176) | > loss_disc_real_4: 0.22803977131843567 (0.22926775366067886) | > loss_disc_real_5: 0.20777587592601776 (0.19513417407870293) | > loss_0: 2.236642837524414 (2.28721821308136) | > grad_norm_0: tensor(15.1676, device='cuda:0') (tensor(10.1758, device='cuda:0')) | > loss_gen: 2.4301273822784424 (2.52203905582428) | > loss_kl: 1.8998314142227173 (1.9704410135746002) | > loss_feat: 6.864527225494385 (7.175536155700684) | > loss_mel: 17.305877685546875 (17.70095205307007) | > loss_duration: 2.1059188842773438 (2.1417171359062195) | > loss_1: 30.60628318786621 (31.510685443878174) | > grad_norm_1: tensor(51.6698, device='cuda:0') (tensor(54.3807, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3477 (0.38583117723464966) | > loader_time: 0.0027 (0.0034958720207214355)  --> TIME: 2024-06-12 07:19:13 -- STEP: 29/330 -- GLOBAL_STEP: 386350 | > loss_disc: 2.3120052814483643 (2.349437557417771) | > loss_disc_real_0: 0.10423886775970459 (0.10116052653255134) | > loss_disc_real_1: 0.17793317139148712 (0.20259121008988085) | > loss_disc_real_2: 0.2062731683254242 (0.21035664502916665) | > loss_disc_real_3: 0.2316656857728958 (0.23022712869890805) | > loss_disc_real_4: 0.2501228451728821 (0.23223748237922273) | > loss_disc_real_5: 0.24155081808567047 (0.2205889230144435) | > loss_0: 2.3120052814483643 (2.349437557417771) | > grad_norm_0: tensor(6.2892, device='cuda:0') (tensor(9.2520, device='cuda:0')) | > loss_gen: 2.587583541870117 (2.4772611979780526) | > loss_kl: 1.9184608459472656 (1.960311770439148) | > loss_feat: 6.657227039337158 (6.864924825471023) | > loss_mel: 17.53706932067871 (17.252295855818122) | > loss_duration: 1.977987289428711 (2.0044382235099523) | > loss_1: 30.678327560424805 (30.559231988314924) | > grad_norm_1: tensor(53.6834, device='cuda:0') (tensor(105.4643, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3551 (0.3632986381136138) | > loader_time: 0.0036 (0.003388684371422077)  --> TIME: 2024-06-12 07:19:22 -- STEP: 54/330 -- GLOBAL_STEP: 386375 | > loss_disc: 2.3081226348876953 (2.3427413437101574) | > loss_disc_real_0: 0.09502933919429779 (0.10322594366691733) | > loss_disc_real_1: 0.182753786444664 (0.19765224500938697) | > loss_disc_real_2: 0.1894235908985138 (0.20965720685543837) | > loss_disc_real_3: 0.2526303231716156 (0.22960246878641624) | > loss_disc_real_4: 0.1946713775396347 (0.2320199399082749) | > loss_disc_real_5: 0.17326104640960693 (0.22301817464607734) | > loss_0: 2.3081226348876953 (2.3427413437101574) | > grad_norm_0: tensor(7.2395, device='cuda:0') (tensor(8.6558, device='cuda:0')) | > loss_gen: 2.5118017196655273 (2.486717974698102) | > loss_kl: 1.9263569116592407 (1.9588044352001615) | > loss_feat: 7.339669227600098 (6.927075492011176) | > loss_mel: 18.246931076049805 (17.243717864707666) | > loss_duration: 1.9657127857208252 (1.9842325206156124) | > loss_1: 31.990474700927734 (30.600548532274033) | > grad_norm_1: tensor(62.8685, device='cuda:0') (tensor(96.1889, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3744 (0.3678113884396023) | > loader_time: 0.004 (0.003562070705272533)  --> TIME: 2024-06-12 07:19:32 -- STEP: 79/330 -- GLOBAL_STEP: 386400 | > loss_disc: 2.3341012001037598 (2.340545799158796) | > loss_disc_real_0: 0.09468946605920792 (0.10450972871312612) | > loss_disc_real_1: 0.2226419895887375 (0.197479418938673) | > loss_disc_real_2: 0.26550716161727905 (0.21010004116010061) | > loss_disc_real_3: 0.2093440741300583 (0.2287856464899039) | > loss_disc_real_4: 0.23221556842327118 (0.2324555367231369) | > loss_disc_real_5: 0.2195299118757248 (0.2223768934041639) | > loss_0: 2.3341012001037598 (2.340545799158796) | > grad_norm_0: tensor(7.1656, device='cuda:0') (tensor(8.4164, device='cuda:0')) | > loss_gen: 2.4170870780944824 (2.4875124436390545) | > loss_kl: 2.020512342453003 (1.968912942500054) | > loss_feat: 7.135717391967773 (6.963922826549675) | > loss_mel: 17.154308319091797 (17.148695148999177) | > loss_duration: 1.9518723487854004 (1.9781235124491434) | > loss_1: 30.67949867248535 (30.54716701749005) | > grad_norm_1: tensor(62.8924, device='cuda:0') (tensor(90.3408, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3751 (0.3695993574359749) | > loader_time: 0.0043 (0.00368634356728083)  --> TIME: 2024-06-12 07:19:41 -- STEP: 104/330 -- GLOBAL_STEP: 386425 | > loss_disc: 2.3464438915252686 (2.3524580987600174) | > loss_disc_real_0: 0.11673969775438309 (0.10673378164378497) | > loss_disc_real_1: 0.20626235008239746 (0.197288540406869) | > loss_disc_real_2: 0.18605846166610718 (0.2091597764251324) | > loss_disc_real_3: 0.2359003722667694 (0.23094255204957265) | > loss_disc_real_4: 0.24154725670814514 (0.23355801589787006) | > loss_disc_real_5: 0.24947777390480042 (0.22220788222665971) | > loss_0: 2.3464438915252686 (2.3524580987600174) | > grad_norm_0: tensor(7.0382, device='cuda:0') (tensor(8.5453, device='cuda:0')) | > loss_gen: 2.532559394836426 (2.482701936593422) | > loss_kl: 2.097198963165283 (1.9815067648887634) | > loss_feat: 7.559854507446289 (6.932698584519899) | > loss_mel: 17.268783569335938 (17.14039533871871) | > loss_duration: 2.03488826751709 (1.9810817425067606) | > loss_1: 31.4932861328125 (30.51838447497441) | > grad_norm_1: tensor(117.8715, device='cuda:0') (tensor(94.5657, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.367 (0.37050817104486317) | > loader_time: 0.0052 (0.0037700763115516077)  --> TIME: 2024-06-12 07:19:51 -- STEP: 129/330 -- GLOBAL_STEP: 386450 | > loss_disc: 2.330782413482666 (2.354460657104965) | > loss_disc_real_0: 0.10099092870950699 (0.10756845362195673) | > loss_disc_real_1: 0.21099454164505005 (0.1962226655825164) | > loss_disc_real_2: 0.19711622595787048 (0.20924111715582913) | > loss_disc_real_3: 0.20834587514400482 (0.2309625002071839) | > loss_disc_real_4: 0.228682279586792 (0.2342922060295593) | > loss_disc_real_5: 0.21856598556041718 (0.22256466630817384) | > loss_0: 2.330782413482666 (2.354460657104965) | > grad_norm_0: tensor(9.0012, device='cuda:0') (tensor(9.0871, device='cuda:0')) | > loss_gen: 2.5591230392456055 (2.4781581357468) | > loss_kl: 2.0482795238494873 (1.997039793073669) | > loss_feat: 6.377313137054443 (6.927864632865255) | > loss_mel: 17.083276748657227 (17.145091249037154) | > loss_duration: 1.9768940210342407 (1.9835096209548237) | > loss_1: 30.04488754272461 (30.531663510226466) | > grad_norm_1: tensor(120.1269, device='cuda:0') (tensor(114.1587, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3688 (0.3712336185366608) | > loader_time: 0.0043 (0.0038174363069756086)  --> TIME: 2024-06-12 07:20:01 -- STEP: 154/330 -- GLOBAL_STEP: 386475 | > loss_disc: 2.3860528469085693 (2.3573203350042355) | > loss_disc_real_0: 0.13327926397323608 (0.10959211219247285) | > loss_disc_real_1: 0.20337513089179993 (0.195778890186316) | > loss_disc_real_2: 0.21833586692810059 (0.2100395421896662) | > loss_disc_real_3: 0.2494766265153885 (0.23064662603201805) | > loss_disc_real_4: 0.25656500458717346 (0.23397414821695972) | > loss_disc_real_5: 0.24340301752090454 (0.22265798192132602) | > loss_0: 2.3860528469085693 (2.3573203350042355) | > grad_norm_0: tensor(8.6056, device='cuda:0') (tensor(9.1160, device='cuda:0')) | > loss_gen: 2.5318195819854736 (2.47576263353422) | > loss_kl: 1.8843932151794434 (2.005871292058524) | > loss_feat: 6.800909519195557 (6.9220100316134365) | > loss_mel: 16.81797218322754 (17.141147718801122) | > loss_duration: 1.989741563796997 (1.987632801780453) | > loss_1: 30.024837493896484 (30.53242453042563) | > grad_norm_1: tensor(87.4143, device='cuda:0') (tensor(112.4668, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3813 (0.37203676359994065) | > loader_time: 0.0048 (0.003910165328484077)  --> TIME: 2024-06-12 07:20:11 -- STEP: 179/330 -- GLOBAL_STEP: 386500 | > loss_disc: 2.4368088245391846 (2.3622931261968327) | > loss_disc_real_0: 0.16781938076019287 (0.11122094652506226) | > loss_disc_real_1: 0.18117564916610718 (0.19545079284873088) | > loss_disc_real_2: 0.19354429841041565 (0.2106698845518368) | > loss_disc_real_3: 0.23417139053344727 (0.2308762193392109) | > loss_disc_real_4: 0.2322443127632141 (0.23352736534353075) | > loss_disc_real_5: 0.243916317820549 (0.22339181493780466) | > loss_0: 2.4368088245391846 (2.3622931261968327) | > grad_norm_0: tensor(17.7827, device='cuda:0') (tensor(9.5114, device='cuda:0')) | > loss_gen: 2.3905563354492188 (2.468442012477853) | > loss_kl: 2.1519782543182373 (2.007480195114734) | > loss_feat: 6.890504360198975 (6.909256189229102) | > loss_mel: 16.502290725708008 (17.136507849453544) | > loss_duration: 2.053105592727661 (1.9954091144007677) | > loss_1: 29.988435745239258 (30.517095405962213) | > grad_norm_1: tensor(104.1281, device='cuda:0') (tensor(117.0212, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.3833 (0.37390262854165857) | > loader_time: 0.0047 (0.00402084009607411) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_386500.pth  --> TIME: 2024-06-12 07:20:25 -- STEP: 204/330 -- GLOBAL_STEP: 386525 | > loss_disc: 2.3410634994506836 (2.3633991059134964) | > loss_disc_real_0: 0.09906788915395737 (0.1130040535593734) | > loss_disc_real_1: 0.1467009037733078 (0.19555451114680253) | > loss_disc_real_2: 0.1987248808145523 (0.21063723751142913) | > loss_disc_real_3: 0.19837243854999542 (0.23039359139168963) | > loss_disc_real_4: 0.2108834832906723 (0.2331813953670801) | > loss_disc_real_5: 0.18991702795028687 (0.22285609290588135) | > loss_0: 2.3410634994506836 (2.3633991059134964) | > grad_norm_0: tensor(19.5562, device='cuda:0') (tensor(10.5923, device='cuda:0')) | > loss_gen: 2.4601967334747314 (2.4690841751940114) | > loss_kl: 2.16801381111145 (2.0154570943000296) | > loss_feat: 7.5172319412231445 (6.915339605481017) | > loss_mel: 17.789958953857422 (17.104908129748164) | > loss_duration: 2.0068626403808594 (2.003579202235914) | > loss_1: 31.942264556884766 (30.508368249033012) | > grad_norm_1: tensor(193.4818, device='cuda:0') (tensor(133.9070, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.4024 (0.3769128848524653) | > loader_time: 0.0049 (0.004130298016118068)  --> TIME: 2024-06-12 07:20:35 -- STEP: 229/330 -- GLOBAL_STEP: 386550 | > loss_disc: 2.3297433853149414 (2.367096904063327) | > loss_disc_real_0: 0.12766757607460022 (0.11497268994952914) | > loss_disc_real_1: 0.1804516464471817 (0.19590807631286472) | > loss_disc_real_2: 0.24461331963539124 (0.2111158033906112) | > loss_disc_real_3: 0.22436492145061493 (0.23038586896059293) | > loss_disc_real_4: 0.23529645800590515 (0.23337833785073725) | > loss_disc_real_5: 0.20809949934482574 (0.22287583494290514) | > loss_0: 2.3297433853149414 (2.367096904063327) | > grad_norm_0: tensor(8.3372, device='cuda:0') (tensor(12.7468, device='cuda:0')) | > loss_gen: 2.745088815689087 (2.4727075037477317) | > loss_kl: 2.134194850921631 (2.0212749929927867) | > loss_feat: 7.094036102294922 (6.915033436237985) | > loss_mel: 16.773487091064453 (17.051657834948397) | > loss_duration: 2.1189041137695312 (2.012791420695042) | > loss_1: 30.865711212158203 (30.47346524067841) | > grad_norm_1: tensor(396.6698, device='cuda:0') (tensor(160.7341, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.4119 (0.3795968684567113) | > loader_time: 0.0052 (0.004264369281618874)  --> TIME: 2024-06-12 07:20:46 -- STEP: 254/330 -- GLOBAL_STEP: 386575 | > loss_disc: 2.4676852226257324 (2.372595548629759) | > loss_disc_real_0: 0.19617778062820435 (0.11741338614521064) | > loss_disc_real_1: 0.20231935381889343 (0.19677319418726943) | > loss_disc_real_2: 0.27209004759788513 (0.21170626645247767) | > loss_disc_real_3: 0.20602254569530487 (0.23016686362075053) | > loss_disc_real_4: 0.2433767467737198 (0.23266033042134263) | > loss_disc_real_5: 0.2395954728126526 (0.2226687374077444) | > loss_0: 2.4676852226257324 (2.372595548629759) | > grad_norm_0: tensor(36.2247, device='cuda:0') (tensor(14.6613, device='cuda:0')) | > loss_gen: 2.509812116622925 (2.475189107609546) | > loss_kl: 2.034811019897461 (2.0249863740966094) | > loss_feat: 6.8851447105407715 (6.930012612830936) | > loss_mel: 17.933809280395508 (17.033658759800453) | > loss_duration: 2.067455768585205 (2.020666820327127) | > loss_1: 31.431032180786133 (30.48451371831218) | > grad_norm_1: tensor(427.4312, device='cuda:0') (tensor(184.0062, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.441 (0.3834231115701629) | > loader_time: 0.0062 (0.004374956521462266)  --> TIME: 2024-06-12 07:20:57 -- STEP: 279/330 -- GLOBAL_STEP: 386600 | > loss_disc: 2.340003728866577 (2.3744251565693935) | > loss_disc_real_0: 0.0874856486916542 (0.11855884652090756) | > loss_disc_real_1: 0.1907527893781662 (0.1977590359346841) | > loss_disc_real_2: 0.2520312964916229 (0.21184512652376647) | > loss_disc_real_3: 0.2737281620502472 (0.23070312603827445) | > loss_disc_real_4: 0.23635277152061462 (0.23251808159667536) | > loss_disc_real_5: 0.19861391186714172 (0.22158342754755397) | > loss_0: 2.340003728866577 (2.3744251565693935) | > grad_norm_0: tensor(24.3108, device='cuda:0') (tensor(16.5137, device='cuda:0')) | > loss_gen: 2.4753012657165527 (2.4763021785298553) | > loss_kl: 2.15407657623291 (2.0291265638071163) | > loss_feat: 6.728286266326904 (6.940524427694233) | > loss_mel: 15.499517440795898 (17.002288479958796) | > loss_duration: 2.111420154571533 (2.0303852664954345) | > loss_1: 28.96860122680664 (30.478626921185455) | > grad_norm_1: tensor(548.7824, device='cuda:0') (tensor(212.5458, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.4373 (0.3878961745983382) | > loader_time: 0.0064 (0.004515402633229463)  --> TIME: 2024-06-12 07:21:09 -- STEP: 304/330 -- GLOBAL_STEP: 386625 | > loss_disc: 2.4427077770233154 (2.375483582678592) | > loss_disc_real_0: 0.17071351408958435 (0.11954788907774185) | > loss_disc_real_1: 0.1715257614850998 (0.19790033001060547) | > loss_disc_real_2: 0.20555295050144196 (0.2116886035196091) | > loss_disc_real_3: 0.2616778612136841 (0.23059836559389768) | > loss_disc_real_4: 0.23105767369270325 (0.23242363201356253) | > loss_disc_real_5: 0.20991812646389008 (0.22144203255639264) | > loss_0: 2.4427077770233154 (2.375483582678592) | > grad_norm_0: tensor(33.8788, device='cuda:0') (tensor(17.9679, device='cuda:0')) | > loss_gen: 2.363929510116577 (2.4764712319562308) | > loss_kl: 2.092536211013794 (2.03114966695246) | > loss_feat: 7.251325607299805 (6.955124877001109) | > loss_mel: 16.46332359313965 (16.96428146801495) | > loss_duration: 2.1886634826660156 (2.041728126767434) | > loss_1: 30.359779357910156 (30.46875538324055) | > grad_norm_1: tensor(561.2830, device='cuda:0') (tensor(236.3634, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 0.474 (0.3942034495504277) | > loader_time: 0.0072 (0.004691336500017266)  --> TIME: 2024-06-12 07:21:38 -- STEP: 329/330 -- GLOBAL_STEP: 386650 | > loss_disc: 2.5386922359466553 (2.3786431511122377) | > loss_disc_real_0: 0.17195037007331848 (0.12107181093884818) | > loss_disc_real_1: 0.18533751368522644 (0.197869459908784) | > loss_disc_real_2: 0.21116749942302704 (0.21204881505944445) | > loss_disc_real_3: 0.2435353696346283 (0.23078721258959148) | > loss_disc_real_4: 0.18089312314987183 (0.2326924443969611) | > loss_disc_real_5: 0.24734099209308624 (0.2216828330490727) | > loss_0: 2.5386922359466553 (2.3786431511122377) | > grad_norm_0: tensor(9.0206, device='cuda:0') (tensor(17.9844, device='cuda:0')) | > loss_gen: 2.0005385875701904 (2.471791905835044) | > loss_kl: 2.1830503940582275 (2.0387744613693846) | > loss_feat: 11.319354057312012 (7.05079087080564) | > loss_mel: 18.086872100830078 (16.947404032420227) | > loss_duration: 2.286811351776123 (2.0567371363335445) | > loss_1: 35.876625061035156 (30.565498410024905) | > grad_norm_1: tensor(170.7094, device='cuda:0') (tensor(242.8432, device='cuda:0')) | > current_lr_0: 0.00017862887034720366 | > current_lr_1: 0.00017862887034720366 | > step_time: 14.7539 (0.4509511493984325) | > loader_time: 0.0341 (0.005165868254780405)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.8225393295288086 (2.8225393295288086) | > loss_disc_real_0: 0.3146582245826721 (0.3146582245826721) | > loss_disc_real_1: 0.2331143617630005 (0.2331143617630005) | > loss_disc_real_2: 0.24000480771064758 (0.24000480771064758) | > loss_disc_real_3: 0.3273654580116272 (0.3273654580116272) | > loss_disc_real_4: 0.25210875272750854 (0.25210875272750854) | > loss_disc_real_5: 0.2925092875957489 (0.2925092875957489) | > loss_0: 2.8225393295288086 (2.8225393295288086) | > loss_gen: 2.1524291038513184 (2.1524291038513184) | > loss_kl: 2.7891809940338135 (2.7891809940338135) | > loss_feat: 4.337116718292236 (4.337116718292236) | > loss_mel: 13.664989471435547 (13.664989471435547) | > loss_duration: 2.983229160308838 (2.983229160308838) | > loss_1: 25.926944732666016 (25.926944732666016)  --> STEP: 1 | > loss_disc: 2.219334363937378 (2.219334363937378) | > loss_disc_real_0: 0.07044247537851334 (0.07044247537851334) | > loss_disc_real_1: 0.15056461095809937 (0.15056461095809937) | > loss_disc_real_2: 0.16816864907741547 (0.16816864907741547) | > loss_disc_real_3: 0.15581557154655457 (0.15581557154655457) | > loss_disc_real_4: 0.18726444244384766 (0.18726444244384766) | > loss_disc_real_5: 0.15825316309928894 (0.15825316309928894) | > loss_0: 2.219334363937378 (2.219334363937378) | > loss_gen: 2.1561503410339355 (2.1561503410339355) | > loss_kl: 2.9018030166625977 (2.9018030166625977) | > loss_feat: 8.148477554321289 (8.148477554321289) | > loss_mel: 18.297067642211914 (18.297067642211914) | > loss_duration: 2.5657596588134766 (2.5657596588134766) | > loss_1: 34.06925964355469 (34.06925964355469)  --> STEP: 2 | > loss_disc: 2.525092363357544 (2.372213363647461) | > loss_disc_real_0: 0.22425445914268494 (0.14734846726059914) | > loss_disc_real_1: 0.16296391189098358 (0.15676426142454147) | > loss_disc_real_2: 0.24063681066036224 (0.20440272986888885) | > loss_disc_real_3: 0.2640528976917267 (0.20993423461914062) | > loss_disc_real_4: 0.24403254687786102 (0.21564849466085434) | > loss_disc_real_5: 0.24085380136966705 (0.199553482234478) | > loss_0: 2.525092363357544 (2.372213363647461) | > loss_gen: 2.266082286834717 (2.211116313934326) | > loss_kl: 2.919443130493164 (2.910623073577881) | > loss_feat: 5.16611909866333 (6.65729832649231) | > loss_mel: 19.14581871032715 (18.72144317626953) | > loss_duration: 2.5033504962921143 (2.5345550775527954) | > loss_1: 32.00081253051758 (33.03503608703613)  --> STEP: 3 | > loss_disc: 2.4501519203186035 (2.398192882537842) | > loss_disc_real_0: 0.12284182012081146 (0.13917958488066992) | > loss_disc_real_1: 0.15168702602386475 (0.1550718496243159) | > loss_disc_real_2: 0.15062697231769562 (0.18647747735182443) | > loss_disc_real_3: 0.24393443763256073 (0.22126763562361398) | > loss_disc_real_4: 0.2007105052471161 (0.21066916485627493) | > loss_disc_real_5: 0.2260981798171997 (0.2084017147620519) | > loss_0: 2.4501519203186035 (2.398192882537842) | > loss_gen: 1.9149836301803589 (2.1124054193496704) | > loss_kl: 3.4493913650512695 (3.0902125040690103) | > loss_feat: 5.411969184875488 (6.242188612620036) | > loss_mel: 16.166900634765625 (17.86992899576823) | > loss_duration: 2.3805015087127686 (2.483203887939453) | > loss_1: 29.323745727539062 (31.79793930053711)  --> STEP: 4 | > loss_disc: 2.4510602951049805 (2.4114097356796265) | > loss_disc_real_0: 0.20633366703987122 (0.15596810542047024) | > loss_disc_real_1: 0.24384728074073792 (0.1772657074034214) | > loss_disc_real_2: 0.22259943187236786 (0.1955079659819603) | > loss_disc_real_3: 0.22569304704666138 (0.22237398847937584) | > loss_disc_real_4: 0.18805980682373047 (0.2050168253481388) | > loss_disc_real_5: 0.17785033583641052 (0.20076387003064156) | > loss_0: 2.4510602951049805 (2.4114097356796265) | > loss_gen: 2.291806221008301 (2.157255619764328) | > loss_kl: 3.847078561782837 (3.279429018497467) | > loss_feat: 6.280630111694336 (6.251798987388611) | > loss_mel: 16.652965545654297 (17.565688133239746) | > loss_duration: 2.414818525314331 (2.4661075472831726) | > loss_1: 31.48729705810547 (31.7202787399292)  --> STEP: 5 | > loss_disc: 2.352506160736084 (2.399629020690918) | > loss_disc_real_0: 0.17779241502285004 (0.1603329673409462) | > loss_disc_real_1: 0.19703130424022675 (0.18121882677078247) | > loss_disc_real_2: 0.22774255275726318 (0.20195488333702089) | > loss_disc_real_3: 0.21273481845855713 (0.2204461544752121) | > loss_disc_real_4: 0.2146185040473938 (0.20693716108798982) | > loss_disc_real_5: 0.2500683665275574 (0.21062476933002472) | > loss_0: 2.352506160736084 (2.399629020690918) | > loss_gen: 2.398951292037964 (2.2055947542190553) | > loss_kl: 3.503683090209961 (3.3242798328399656) | > loss_feat: 5.494769096374512 (6.100393009185791) | > loss_mel: 18.34364128112793 (17.721278762817384) | > loss_duration: 2.3639938831329346 (2.445684814453125) | > loss_1: 32.105037689208984 (31.797230529785157)  --> STEP: 6 | > loss_disc: 2.6960062980651855 (2.4490252335866294) | > loss_disc_real_0: 0.14849507808685303 (0.15835998579859734) | > loss_disc_real_1: 0.27121520042419434 (0.19621822237968445) | > loss_disc_real_2: 0.2603001296520233 (0.21167909105618796) | > loss_disc_real_3: 0.2174455225467682 (0.21994604915380478) | > loss_disc_real_4: 0.1828116774559021 (0.20291624714930853) | > loss_disc_real_5: 0.22479771077632904 (0.2129869262377421) | > loss_0: 2.6960062980651855 (2.4490252335866294) | > loss_gen: 2.204015016555786 (2.2053314646085105) | > loss_kl: 2.712839365005493 (3.222373088200887) | > loss_feat: 5.614241600036621 (6.019367774327596) | > loss_mel: 17.809566497802734 (17.73599338531494) | > loss_duration: 2.155670642852783 (2.3973491191864014) | > loss_1: 30.4963321685791 (31.580414136250813)  --> STEP: 7 | > loss_disc: 2.414113998413086 (2.444037914276123) | > loss_disc_real_0: 0.12212955951690674 (0.15318421061549867) | > loss_disc_real_1: 0.1847185641527176 (0.19457541406154633) | > loss_disc_real_2: 0.23818263411521912 (0.2154653114931924) | > loss_disc_real_3: 0.2559744715690613 (0.22509296664169856) | > loss_disc_real_4: 0.20588335394859314 (0.20334011954920633) | > loss_disc_real_5: 0.1992647647857666 (0.21102661745888845) | > loss_0: 2.414113998413086 (2.444037914276123) | > loss_gen: 2.172342300415039 (2.200618726866586) | > loss_kl: 4.416913986206055 (3.393021787915911) | > loss_feat: 6.90001106262207 (6.145173958369663) | > loss_mel: 17.173755645751953 (17.655673708234513) | > loss_duration: 2.491785764694214 (2.4108400685446605) | > loss_1: 33.154808044433594 (31.805327551705496)  --> STEP: 8 | > loss_disc: 2.4197940826416016 (2.441007435321808) | > loss_disc_real_0: 0.2512148320674896 (0.16543803829699755) | > loss_disc_real_1: 0.16757124662399292 (0.19119989313185215) | > loss_disc_real_2: 0.267816960811615 (0.22200926765799522) | > loss_disc_real_3: 0.21663711965084076 (0.22403598576784134) | > loss_disc_real_4: 0.192135751247406 (0.20193957351148129) | > loss_disc_real_5: 0.21300193667411804 (0.21127353236079216) | > loss_0: 2.4197940826416016 (2.441007435321808) | > loss_gen: 2.4157309532165527 (2.2275077551603317) | > loss_kl: 3.3694944381713867 (3.3900808691978455) | > loss_feat: 6.2889323234558105 (6.163143754005432) | > loss_mel: 14.061562538146973 (17.206409811973572) | > loss_duration: 2.2946581840515137 (2.396317332983017) | > loss_1: 28.43037986755371 (31.383459091186523)  --> STEP: 9 | > loss_disc: 2.3356730937957764 (2.429303619596693) | > loss_disc_real_0: 0.12585383653640747 (0.161039793656932) | > loss_disc_real_1: 0.17208391427993774 (0.18907589548163944) | > loss_disc_real_2: 0.23734596371650696 (0.22371334499782985) | > loss_disc_real_3: 0.20688197016716003 (0.2221299840344323) | > loss_disc_real_4: 0.14327672123908997 (0.1954214788145489) | > loss_disc_real_5: 0.2157108187675476 (0.211766564183765) | > loss_0: 2.3356730937957764 (2.429303619596693) | > loss_gen: 2.3355720043182373 (2.2395148939556546) | > loss_kl: 3.0905089378356934 (3.3567950990464954) | > loss_feat: 10.738097190856934 (6.671471913655599) | > loss_mel: 18.60666847229004 (17.36199410756429) | > loss_duration: 2.19281268119812 (2.3737057050069175) | > loss_1: 36.96365737915039 (32.00348112318251)  --> STEP: 10 | > loss_disc: 2.3609044551849365 (2.4224637031555174) | > loss_disc_real_0: 0.15799379348754883 (0.16073519363999367) | > loss_disc_real_1: 0.17747734487056732 (0.18791604042053223) | > loss_disc_real_2: 0.19390080869197845 (0.22073209136724473) | > loss_disc_real_3: 0.21683134138584137 (0.22160011976957322) | > loss_disc_real_4: 0.21513012051582336 (0.19739234298467637) | > loss_disc_real_5: 0.2681938409805298 (0.21740929186344146) | > loss_0: 2.3609044551849365 (2.4224637031555174) | > loss_gen: 2.3177075386047363 (2.247334158420563) | > loss_kl: 2.7899913787841797 (3.3001147270202638) | > loss_feat: 5.541874885559082 (6.558512210845947) | > loss_mel: 18.72881317138672 (17.498676013946532) | > loss_duration: 2.353590965270996 (2.371694231033325) | > loss_1: 31.731979370117188 (31.976330947875976)  --> STEP: 11 | > loss_disc: 2.6182613372802734 (2.4402634880759497) | > loss_disc_real_0: 0.18002229928970337 (0.16248856688087637) | > loss_disc_real_1: 0.17570286989212036 (0.1868057521906766) | > loss_disc_real_2: 0.1935042142868042 (0.2182568298144774) | > loss_disc_real_3: 0.21210242807865143 (0.22073669325221668) | > loss_disc_real_4: 0.19294121861457825 (0.19698769531466745) | > loss_disc_real_5: 0.19881059229373932 (0.21571850099346854) | > loss_0: 2.6182613372802734 (2.4402634880759497) | > loss_gen: 1.887075424194336 (2.2145833643999966) | > loss_kl: 3.6172075271606445 (3.3289413452148438) | > loss_feat: 5.486880779266357 (6.461091171611439) | > loss_mel: 16.784942626953125 (17.433791160583496) | > loss_duration: 2.586094856262207 (2.3911851969632236) | > loss_1: 30.362201690673828 (31.829591924493965)  --> STEP: 12 | > loss_disc: 2.2507715225219727 (2.4244724909464517) | > loss_disc_real_0: 0.11414357274770737 (0.15845981736977896) | > loss_disc_real_1: 0.1477673500776291 (0.1835525520145893) | > loss_disc_real_2: 0.17686261236667633 (0.2148073116938273) | > loss_disc_real_3: 0.21204707026481628 (0.22001255800326666) | > loss_disc_real_4: 0.23121343553066254 (0.19983984033266702) | > loss_disc_real_5: 0.24030910432338715 (0.21776771793762842) | > loss_0: 2.2507715225219727 (2.4244724909464517) | > loss_gen: 2.496859312057495 (2.2381063600381217) | > loss_kl: 3.1496715545654297 (3.314002195994059) | > loss_feat: 7.590213775634766 (6.555184721946716) | > loss_mel: 17.05234718322754 (17.4020041624705) | > loss_duration: 2.3335466384887695 (2.386381983757019) | > loss_1: 32.62263870239258 (31.895679155985516)  --> STEP: 13 | > loss_disc: 2.541342258453369 (2.4334624730623684) | > loss_disc_real_0: 0.22198157012462616 (0.16334610604322874) | > loss_disc_real_1: 0.17633341252803802 (0.1829972335925469) | > loss_disc_real_2: 0.20946051180362701 (0.21439601939458114) | > loss_disc_real_3: 0.2205251157283783 (0.22005198552058294) | > loss_disc_real_4: 0.22048091888427734 (0.20142761560586783) | > loss_disc_real_5: 0.28210631012916565 (0.22271684041390052) | > loss_0: 2.541342258453369 (2.4334624730623684) | > loss_gen: 2.3328850269317627 (2.2453970267222476) | > loss_kl: 2.8214147090911865 (3.2761108508476844) | > loss_feat: 8.099441528320312 (6.673973707052378) | > loss_mel: 17.65374183654785 (17.42136859893799) | > loss_duration: 2.241363525390625 (2.375226717728835) | > loss_1: 33.14884948730469 (31.992076873779297)  --> STEP: 14 | > loss_disc: 2.3941540718078613 (2.430654730115618) | > loss_disc_real_0: 0.1127985268831253 (0.15973556467464992) | > loss_disc_real_1: 0.1652107536792755 (0.18172677074159896) | > loss_disc_real_2: 0.20284350216388702 (0.2135708395923887) | > loss_disc_real_3: 0.26641812920570374 (0.223363852926663) | > loss_disc_real_4: 0.23852993547916412 (0.20407778131110327) | > loss_disc_real_5: 0.24844178557395935 (0.22455433649676187) | > loss_0: 2.3941540718078613 (2.430654730115618) | > loss_gen: 2.2066590785980225 (2.24263003042766) | > loss_kl: 4.032179832458496 (3.3301157781055997) | > loss_feat: 5.898242950439453 (6.6185643672943115) | > loss_mel: 18.491016387939453 (17.497772012438094) | > loss_duration: 2.4103541374206543 (2.3777358191353932) | > loss_1: 33.0384521484375 (32.06681796482631)  --> STEP: 15 | > loss_disc: 2.5895915031433105 (2.441250514984131) | > loss_disc_real_0: 0.1981622278690338 (0.1622973422209422) | > loss_disc_real_1: 0.18965066969394684 (0.18225503067175547) | > loss_disc_real_2: 0.2951619327068329 (0.21901024580001832) | > loss_disc_real_3: 0.2180759310722351 (0.22301132480303446) | > loss_disc_real_4: 0.24789690971374512 (0.20699905653794606) | > loss_disc_real_5: 0.23757906258106232 (0.22542265156904856) | > loss_0: 2.5895915031433105 (2.441250514984131) | > loss_gen: 2.296542167663574 (2.2462241729100545) | > loss_kl: 3.5538837909698486 (3.345033645629883) | > loss_feat: 6.0098137855529785 (6.577980995178223) | > loss_mel: 16.734220504760742 (17.446868578592937) | > loss_duration: 2.4014506340026855 (2.379316806793213) | > loss_1: 30.99591064453125 (31.995424143473308)  --> STEP: 16 | > loss_disc: 2.5507912635803223 (2.448096811771393) | > loss_disc_real_0: 0.21656379103660583 (0.16568899527192116) | > loss_disc_real_1: 0.16460120677947998 (0.18115166667848825) | > loss_disc_real_2: 0.20704643428325653 (0.2182625075802207) | > loss_disc_real_3: 0.21148231625556946 (0.2222907617688179) | > loss_disc_real_4: 0.18442212045192719 (0.20558799803256989) | > loss_disc_real_5: 0.1757466346025467 (0.2223179005086422) | > loss_0: 2.5507912635803223 (2.448096811771393) | > loss_gen: 2.0296995639801025 (2.2326913848519325) | > loss_kl: 3.1905736923217773 (3.335379898548126) | > loss_feat: 6.513103485107422 (6.573926150798798) | > loss_mel: 11.468609809875488 (17.073227405548096) | > loss_duration: 2.4316012859344482 (2.38258458673954) | > loss_1: 25.633586883544922 (31.597809314727783)  --> STEP: 17 | > loss_disc: 2.697096347808838 (2.462743843303007) | > loss_disc_real_0: 0.1897003948688507 (0.1671014305423288) | > loss_disc_real_1: 0.22060252726078033 (0.18347230553627014) | > loss_disc_real_2: 0.27451497316360474 (0.22157147614394918) | > loss_disc_real_3: 0.2276477962732315 (0.2226058814455481) | > loss_disc_real_4: 0.26940351724624634 (0.2093418521039626) | > loss_disc_real_5: 0.3189040422439575 (0.22799943825777838) | > loss_0: 2.697096347808838 (2.462743843303007) | > loss_gen: 2.258162498474121 (2.234189685653238) | > loss_kl: 2.6695306301116943 (3.2962122945224537) | > loss_feat: 4.911217212677002 (6.476119742673986) | > loss_mel: 16.45722770690918 (17.03699212915757) | > loss_duration: 2.430159568786621 (2.3853831150952507) | > loss_1: 28.726299285888672 (31.42889696009019)  --> STEP: 18 | > loss_disc: 2.463148832321167 (2.462766342692905) | > loss_disc_real_0: 0.20420309901237488 (0.16916263434622023) | > loss_disc_real_1: 0.1098458468914032 (0.1793819467226664) | > loss_disc_real_2: 0.23370379209518433 (0.22224549369679558) | > loss_disc_real_3: 0.21727415919303894 (0.22230967465374205) | > loss_disc_real_4: 0.18112194538116455 (0.2077740795082516) | > loss_disc_real_5: 0.24735037982463837 (0.2290744905670484) | > loss_0: 2.463148832321167 (2.462766342692905) | > loss_gen: 2.324632406234741 (2.239214281241099) | > loss_kl: 3.26491117477417 (3.294473343425327) | > loss_feat: 8.146141052246094 (6.568898704316881) | > loss_mel: 17.21912384033203 (17.047110557556152) | > loss_duration: 2.245669364929199 (2.3776212400860257) | > loss_1: 33.200477600097656 (31.52731810675727)  --> STEP: 19 | > loss_disc: 2.564152717590332 (2.4681024676875065) | > loss_disc_real_0: 0.1902361810207367 (0.1702717683817211) | > loss_disc_real_1: 0.2019064724445343 (0.18056744807644895) | > loss_disc_real_2: 0.24448896944522858 (0.2234162029467131) | > loss_disc_real_3: 0.24018432199954987 (0.2232504455666793) | > loss_disc_real_4: 0.21784408390522003 (0.208304079739671) | > loss_disc_real_5: 0.25317302346229553 (0.23034283440364034) | > loss_0: 2.564152717590332 (2.4681024676875065) | > loss_gen: 2.269472360610962 (2.2408068117342497) | > loss_kl: 2.281088352203369 (3.2411372912557503) | > loss_feat: 8.049667358398438 (6.646833896636963) | > loss_mel: 16.813953399658203 (17.034839128193102) | > loss_duration: 2.3353419303894043 (2.3753960132598877) | > loss_1: 31.749523162841797 (31.53901310970909)  --> STEP: 20 | > loss_disc: 2.554802894592285 (2.472437489032745) | > loss_disc_real_0: 0.20908574759960175 (0.17221246734261514) | > loss_disc_real_1: 0.17071381211280823 (0.1800747662782669) | > loss_disc_real_2: 0.27644768357276917 (0.2260677769780159) | > loss_disc_real_3: 0.25608280301094055 (0.22489206343889237) | > loss_disc_real_4: 0.252855509519577 (0.2105316512286663) | > loss_disc_real_5: 0.28992849588394165 (0.2333221174776554) | > loss_0: 2.554802894592285 (2.472437489032745) | > loss_gen: 2.524780511856079 (2.255005496740341) | > loss_kl: 2.0164997577667236 (3.179905414581299) | > loss_feat: 5.638693809509277 (6.596426892280578) | > loss_mel: 17.442094802856445 (17.055201911926268) | > loss_duration: 2.34942626953125 (2.374097526073456) | > loss_1: 29.971494674682617 (31.460637187957765)  --> STEP: 21 | > loss_disc: 2.719163656234741 (2.484186354137602) | > loss_disc_real_0: 0.18333961069583893 (0.17274233131181627) | > loss_disc_real_1: 0.17393948137760162 (0.1797826098544257) | > loss_disc_real_2: 0.26359155774116516 (0.227854623681023) | > loss_disc_real_3: 0.2155705690383911 (0.2244481827531542) | > loss_disc_real_4: 0.18912528455257416 (0.20951230043456667) | > loss_disc_real_5: 0.2315751016139984 (0.2332389262460527) | > loss_0: 2.719163656234741 (2.484186354137602) | > loss_gen: 2.0239322185516357 (2.2440020073027838) | > loss_kl: 2.972952127456665 (3.1700504961467924) | > loss_feat: 5.423331260681152 (6.540565195537749) | > loss_mel: 15.080541610717773 (16.96117046901158) | > loss_duration: 2.1870999336242676 (2.3651928788139704) | > loss_1: 27.687856674194336 (31.280980973016646)  --> STEP: 22 | > loss_disc: 2.379211902618408 (2.479414788159457) | > loss_disc_real_0: 0.13826966285705566 (0.17117539183659988) | > loss_disc_real_1: 0.17079681158065796 (0.17937416447834534) | > loss_disc_real_2: 0.19207461178302765 (0.2262282595038414) | > loss_disc_real_3: 0.20842406153678894 (0.22371981360695578) | > loss_disc_real_4: 0.24026697874069214 (0.2109102403575724) | > loss_disc_real_5: 0.25267288088798523 (0.234122287820686) | > loss_0: 2.379211902618408 (2.479414788159457) | > loss_gen: 2.316012382507324 (2.2472752061757175) | > loss_kl: 2.103131055831909 (3.1215541579506616) | > loss_feat: 7.227241516113281 (6.571777755563909) | > loss_mel: 18.258153915405273 (17.020124262029476) | > loss_duration: 2.2516441345214844 (2.3600315722552208) | > loss_1: 32.156185150146484 (31.320762981068004)  --> STEP: 23 | > loss_disc: 2.542391061782837 (2.4821528870126475) | > loss_disc_real_0: 0.17265993356704712 (0.17123993712922803) | > loss_disc_real_1: 0.18362873792648315 (0.1795591459326122) | > loss_disc_real_2: 0.24836602807044983 (0.22719077118065045) | > loss_disc_real_3: 0.24077142775058746 (0.2244611881349398) | > loss_disc_real_4: 0.20236194133758545 (0.21053857518279034) | > loss_disc_real_5: 0.2616127133369446 (0.23531752371269724) | > loss_0: 2.542391061782837 (2.4821528870126475) | > loss_gen: 2.2021260261535645 (2.2453121983486675) | > loss_kl: 2.6282641887664795 (3.100106767986132) | > loss_feat: 4.966584205627441 (6.501986731653628) | > loss_mel: 16.228147506713867 (16.985690490059234) | > loss_duration: 2.300281047821045 (2.3574337233667784) | > loss_1: 28.325403213500977 (31.190529947695524)  --> STEP: 24 | > loss_disc: 2.639097213745117 (2.4886922339598336) | > loss_disc_real_0: 0.0881342887878418 (0.16777720178167024) | > loss_disc_real_1: 0.2582477331161499 (0.1828378370652596) | > loss_disc_real_2: 0.23235033452510834 (0.22740575298666954) | > loss_disc_real_3: 0.2719961404800415 (0.22644181114931902) | > loss_disc_real_4: 0.23517470061779022 (0.21156508040924868) | > loss_disc_real_5: 0.24188350141048431 (0.2355911061167717) | > loss_0: 2.639097213745117 (2.4886922339598336) | > loss_gen: 2.0525944232940674 (2.2372822910547256) | > loss_kl: 2.9139046669006348 (3.0923483471075692) | > loss_feat: 6.232534885406494 (6.490759571393331) | > loss_mel: 17.911792755126953 (17.024278084437054) | > loss_duration: 2.4783103466033936 (2.3624702493349705) | > loss_1: 31.589136123657227 (31.207138538360596)  --> STEP: 25 | > loss_disc: 2.662222146987915 (2.495633430480957) | > loss_disc_real_0: 0.1622992753982544 (0.16755808472633363) | > loss_disc_real_1: 0.1920495629310608 (0.18320630609989166) | > loss_disc_real_2: 0.2572365403175354 (0.22859898447990418) | > loss_disc_real_3: 0.2542494237422943 (0.227554115653038) | > loss_disc_real_4: 0.18296802043914795 (0.21042119801044465) | > loss_disc_real_5: 0.20490233600139618 (0.2343635553121567) | > loss_0: 2.662222146987915 (2.495633430480957) | > loss_gen: 2.0072789192199707 (2.2280821561813355) | > loss_kl: 2.3731842041015625 (3.063581781387329) | > loss_feat: 7.173215866088867 (6.518057823181152) | > loss_mel: 16.446666717529297 (17.001173629760743) | > loss_duration: 2.3747010231018066 (2.362959480285644) | > loss_1: 30.375045776367188 (31.17385482788086)  --> STEP: 26 | > loss_disc: 2.8112735748291016 (2.507773436032809) | > loss_disc_real_0: 0.08777548372745514 (0.16448952314945367) | > loss_disc_real_1: 0.1656293123960495 (0.18253026788051313) | > loss_disc_real_2: 0.1512780338525772 (0.22562510176346853) | > loss_disc_real_3: 0.1774599552154541 (0.22562741717466941) | > loss_disc_real_4: 0.13430307805538177 (0.207493578012173) | > loss_disc_real_5: 0.09800565242767334 (0.2291190205858304) | > loss_0: 2.8112735748291016 (2.507773436032809) | > loss_gen: 1.4449565410614014 (2.197961940215184) | > loss_kl: 2.5427961349487305 (3.0435515642166138) | > loss_feat: 13.056625366210938 (6.769541190220759) | > loss_mel: 17.796213150024414 (17.031752072847805) | > loss_duration: 2.2922134399414062 (2.360238478733943) | > loss_1: 37.13280487060547 (31.4030452141395) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025985791133000297 (+0.00010395967043363074) | > avg_loss_disc: 2.507773436032809 (-0.005525158001826291) | > avg_loss_disc_real_0: 0.16448952314945367 (+0.0019457489252090177) | > avg_loss_disc_real_1: 0.18253026788051313 (-0.013842680706427635) | > avg_loss_disc_real_2: 0.22562510176346853 (+0.006869301199913025) | > avg_loss_disc_real_3: 0.22562741717466941 (-0.04676478298810807) | > avg_loss_disc_real_4: 0.207493578012173 (-0.015482390156159043) | > avg_loss_disc_real_5: 0.2291190205858304 (+0.05138749686571267) | > avg_loss_0: 2.507773436032809 (-0.005525158001826291) | > avg_loss_gen: 2.197961940215184 (-0.0025157653368430566) | > avg_loss_kl: 3.0435515642166138 (+0.012263316374558464) | > avg_loss_feat: 6.769541190220759 (-0.04467553358811571) | > avg_loss_mel: 17.031752072847805 (+0.1074343094458925) | > avg_loss_duration: 2.360238478733943 (-0.010587132894075868) | > avg_loss_1: 31.4030452141395 (+0.06191950577956007)  > EPOCH: 905/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:21:44)   --> TIME: 2024-06-12 07:21:54 -- STEP: 24/330 -- GLOBAL_STEP: 386675 | > loss_disc: 2.3199000358581543 (2.310097515583038) | > loss_disc_real_0: 0.11174019426107407 (0.09896178139994542) | > loss_disc_real_1: 0.16722500324249268 (0.1920306570827961) | > loss_disc_real_2: 0.19103185832500458 (0.20729912196596464) | > loss_disc_real_3: 0.22690245509147644 (0.2268702940394481) | > loss_disc_real_4: 0.25002366304397583 (0.23046943359076977) | > loss_disc_real_5: 0.23695135116577148 (0.2212148712327083) | > loss_0: 2.3199000358581543 (2.310097515583038) | > grad_norm_0: tensor(9.5891, device='cuda:0') (tensor(8.7464, device='cuda:0')) | > loss_gen: 2.617947816848755 (2.507407426834106) | > loss_kl: 1.8553203344345093 (1.8365458250045776) | > loss_feat: 6.7606611251831055 (6.9576582709948225) | > loss_mel: 17.534208297729492 (17.231852849324543) | > loss_duration: 1.9046400785446167 (2.019373153646787) | > loss_1: 30.67277717590332 (30.55283808708191) | > grad_norm_1: tensor(67.4914, device='cuda:0') (tensor(76.5221, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3741 (0.3676883975664775) | > loader_time: 0.0039 (0.0031223098436991372)  --> TIME: 2024-06-12 07:22:03 -- STEP: 49/330 -- GLOBAL_STEP: 386700 | > loss_disc: 2.2568116188049316 (2.3152592279473128) | > loss_disc_real_0: 0.09541124850511551 (0.10124207014332012) | > loss_disc_real_1: 0.14324578642845154 (0.1913285906217536) | > loss_disc_real_2: 0.1928207278251648 (0.20795018119471415) | > loss_disc_real_3: 0.21449676156044006 (0.22663058705475866) | > loss_disc_real_4: 0.23833873867988586 (0.23078780149926945) | > loss_disc_real_5: 0.19768784940242767 (0.2226794967237784) | > loss_0: 2.2568116188049316 (2.3152592279473128) | > grad_norm_0: tensor(6.3730, device='cuda:0') (tensor(8.2242, device='cuda:0')) | > loss_gen: 2.539762496948242 (2.51188656261989) | > loss_kl: 1.8381788730621338 (1.8986226441908856) | > loss_feat: 7.861663818359375 (7.024916561282411) | > loss_mel: 17.306346893310547 (17.196453600513692) | > loss_duration: 1.940933346748352 (1.9868475758299535) | > loss_1: 31.48688507080078 (30.61872739207988) | > grad_norm_1: tensor(75.9199, device='cuda:0') (tensor(73.2615, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3789 (0.3654291191879584) | > loader_time: 0.0033 (0.003287291040225905)  --> TIME: 2024-06-12 07:22:13 -- STEP: 74/330 -- GLOBAL_STEP: 386725 | > loss_disc: 2.268942356109619 (2.3273788465035925) | > loss_disc_real_0: 0.10282999277114868 (0.10365358619271095) | > loss_disc_real_1: 0.21703702211380005 (0.19185588287340627) | > loss_disc_real_2: 0.1805674284696579 (0.20868376843832634) | > loss_disc_real_3: 0.22514298558235168 (0.2289016697857831) | > loss_disc_real_4: 0.2309619039297104 (0.23174180573708303) | > loss_disc_real_5: 0.2291572093963623 (0.2242092504291921) | > loss_0: 2.268942356109619 (2.3273788465035925) | > grad_norm_0: tensor(6.4676, device='cuda:0') (tensor(8.0976, device='cuda:0')) | > loss_gen: 2.4613828659057617 (2.5059596300125118) | > loss_kl: 2.101989507675171 (1.922612987660073) | > loss_feat: 6.791754722595215 (7.04878644041113) | > loss_mel: 16.882396697998047 (17.19285003559009) | > loss_duration: 1.9101308584213257 (1.9759904371725547) | > loss_1: 30.14765739440918 (30.646199844978952) | > grad_norm_1: tensor(106.9078, device='cuda:0') (tensor(75.3578, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3821 (0.3665013023324915) | > loader_time: 0.0036 (0.0034164963541804135)  --> TIME: 2024-06-12 07:22:22 -- STEP: 99/330 -- GLOBAL_STEP: 386750 | > loss_disc: 2.3053510189056396 (2.3448228811976883) | > loss_disc_real_0: 0.1247829869389534 (0.10788485784121234) | > loss_disc_real_1: 0.19012951850891113 (0.19421543783009657) | > loss_disc_real_2: 0.19264169037342072 (0.2099547628501449) | > loss_disc_real_3: 0.2111493945121765 (0.22910328194348498) | > loss_disc_real_4: 0.1962302178144455 (0.23176220119601548) | > loss_disc_real_5: 0.19762471318244934 (0.22344777830923446) | > loss_0: 2.3053510189056396 (2.3448228811976883) | > grad_norm_0: tensor(8.8887, device='cuda:0') (tensor(8.8843, device='cuda:0')) | > loss_gen: 2.4906387329101562 (2.4936864929969853) | > loss_kl: 2.095510959625244 (1.9404552837814948) | > loss_feat: 7.6559834480285645 (7.013536284668277) | > loss_mel: 17.350608825683594 (17.167867332997954) | > loss_duration: 1.9938315153121948 (1.9777792619936394) | > loss_1: 31.58657455444336 (30.59332487318251) | > grad_norm_1: tensor(220.2320, device='cuda:0') (tensor(83.2135, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3727 (0.3698442463922983) | > loader_time: 0.004 (0.003537840313381619)  --> TIME: 2024-06-12 07:22:32 -- STEP: 124/330 -- GLOBAL_STEP: 386775 | > loss_disc: 2.424309253692627 (2.3537927385299438) | > loss_disc_real_0: 0.12849774956703186 (0.10924588696610543) | > loss_disc_real_1: 0.19268952310085297 (0.1947329063569346) | > loss_disc_real_2: 0.19864404201507568 (0.21072180340847663) | > loss_disc_real_3: 0.22451291978359222 (0.22999924505429883) | > loss_disc_real_4: 0.22134196758270264 (0.23296854236433584) | > loss_disc_real_5: 0.21250145137310028 (0.22370112723400515) | > loss_0: 2.424309253692627 (2.3537927385299438) | > grad_norm_0: tensor(8.3417, device='cuda:0') (tensor(9.1270, device='cuda:0')) | > loss_gen: 2.4221081733703613 (2.4891732373545237) | > loss_kl: 1.9387609958648682 (1.950453988006038) | > loss_feat: 7.05979585647583 (6.996092038769876) | > loss_mel: 17.360361099243164 (17.173640974106334) | > loss_duration: 2.007713556289673 (1.9827245118156556) | > loss_1: 30.788738250732422 (30.59208499231646) | > grad_norm_1: tensor(64.5663, device='cuda:0') (tensor(85.4975, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3842 (0.3719836088918871) | > loader_time: 0.0048 (0.003710031509399414)  --> TIME: 2024-06-12 07:22:42 -- STEP: 149/330 -- GLOBAL_STEP: 386800 | > loss_disc: 2.391177177429199 (2.3619260435936433) | > loss_disc_real_0: 0.15915760397911072 (0.11148909674394851) | > loss_disc_real_1: 0.19613012671470642 (0.19567538247812516) | > loss_disc_real_2: 0.2410133332014084 (0.21174986020430625) | > loss_disc_real_3: 0.22572560608386993 (0.2303690174281997) | > loss_disc_real_4: 0.22631455957889557 (0.2324358126861137) | > loss_disc_real_5: 0.2077295482158661 (0.22375320278158123) | > loss_0: 2.391177177429199 (2.3619260435936433) | > grad_norm_0: tensor(8.5134, device='cuda:0') (tensor(9.8223, device='cuda:0')) | > loss_gen: 2.388127088546753 (2.4809776952602713) | > loss_kl: 2.0037171840667725 (1.956164506457796) | > loss_feat: 6.716345310211182 (6.969815827056065) | > loss_mel: 17.454833984375 (17.15860122322236) | > loss_duration: 2.0298054218292236 (1.9872118250635646) | > loss_1: 30.59282875061035 (30.552771293076894) | > grad_norm_1: tensor(106.1111, device='cuda:0') (tensor(98.9815, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3831 (0.3731835144478203) | > loader_time: 0.0043 (0.003815249308643725)  --> TIME: 2024-06-12 07:22:51 -- STEP: 174/330 -- GLOBAL_STEP: 386825 | > loss_disc: 2.432736396789551 (2.3694045187413013) | > loss_disc_real_0: 0.13082274794578552 (0.11351407190849042) | > loss_disc_real_1: 0.16518816351890564 (0.19608297284649706) | > loss_disc_real_2: 0.19455848634243011 (0.21167152032427405) | > loss_disc_real_3: 0.22644959390163422 (0.23028240592657834) | > loss_disc_real_4: 0.231197789311409 (0.23330020339324556) | > loss_disc_real_5: 0.22136017680168152 (0.22468154260824466) | > loss_0: 2.432736396789551 (2.3694045187413013) | > grad_norm_0: tensor(4.8893, device='cuda:0') (tensor(10.0987, device='cuda:0')) | > loss_gen: 2.4053938388824463 (2.471632914981623) | > loss_kl: 2.044555902481079 (1.9669005541965878) | > loss_feat: 6.484505653381348 (6.940609463329973) | > loss_mel: 17.00027084350586 (17.13158109818382) | > loss_duration: 2.0930862426757812 (1.9934937227731464) | > loss_1: 30.02781105041504 (30.50421793707486) | > grad_norm_1: tensor(145.0149, device='cuda:0') (tensor(102.6513, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3866 (0.37445154409298953) | > loader_time: 0.0061 (0.003923396954591247)  --> TIME: 2024-06-12 07:23:01 -- STEP: 199/330 -- GLOBAL_STEP: 386850 | > loss_disc: 2.3702266216278076 (2.3703739223767775) | > loss_disc_real_0: 0.13702450692653656 (0.11527900199345009) | > loss_disc_real_1: 0.1996055394411087 (0.1967239769259889) | > loss_disc_real_2: 0.21695545315742493 (0.21086971147276048) | > loss_disc_real_3: 0.23437388241291046 (0.23007602854889242) | > loss_disc_real_4: 0.23262369632720947 (0.2334150391158147) | > loss_disc_real_5: 0.23550434410572052 (0.2246731468780556) | > loss_0: 2.3702266216278076 (2.3703739223767775) | > grad_norm_0: tensor(7.5308, device='cuda:0') (tensor(10.4628, device='cuda:0')) | > loss_gen: 2.3882980346679688 (2.4680066575956117) | > loss_kl: 2.0046701431274414 (1.9719883538969798) | > loss_feat: 6.718024730682373 (6.928301360738937) | > loss_mel: 16.583343505859375 (17.081341834523577) | > loss_duration: 2.1230742931365967 (2.0022219724990613) | > loss_1: 29.81740951538086 (30.451860351179114) | > grad_norm_1: tensor(100.7348, device='cuda:0') (tensor(106.3886, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3905 (0.37652407339469873) | > loader_time: 0.0048 (0.004031534770026279)  --> TIME: 2024-06-12 07:23:12 -- STEP: 224/330 -- GLOBAL_STEP: 386875 | > loss_disc: 2.3680191040039062 (2.3726750495178357) | > loss_disc_real_0: 0.10810481011867523 (0.11617953320299941) | > loss_disc_real_1: 0.24222610890865326 (0.1975462291655796) | > loss_disc_real_2: 0.17947524785995483 (0.21152935582878335) | > loss_disc_real_3: 0.24275241792201996 (0.2301364251013313) | > loss_disc_real_4: 0.23696455359458923 (0.23308981994965247) | > loss_disc_real_5: 0.19353103637695312 (0.22446568962186575) | > loss_0: 2.3680191040039062 (2.3726750495178357) | > grad_norm_0: tensor(26.9533, device='cuda:0') (tensor(11.1710, device='cuda:0')) | > loss_gen: 2.4523444175720215 (2.4648823376212805) | > loss_kl: 2.142503261566162 (1.9820136944098132) | > loss_feat: 7.184921741485596 (6.917691311665943) | > loss_mel: 16.41290855407715 (17.03138618809837) | > loss_duration: 2.117513656616211 (2.0103057505828987) | > loss_1: 30.310192108154297 (30.406279419149673) | > grad_norm_1: tensor(462.5755, device='cuda:0') (tensor(118.5055, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.3949 (0.37869778275489807) | > loader_time: 0.0053 (0.004160246678761075)  --> TIME: 2024-06-12 07:23:22 -- STEP: 249/330 -- GLOBAL_STEP: 386900 | > loss_disc: 2.3326501846313477 (2.3728382558707732) | > loss_disc_real_0: 0.1323622167110443 (0.1174287136539398) | > loss_disc_real_1: 0.19459231197834015 (0.19739904718466073) | > loss_disc_real_2: 0.18227903544902802 (0.2111470975789679) | > loss_disc_real_3: 0.21286483108997345 (0.23004813665845786) | > loss_disc_real_4: 0.18502630293369293 (0.23292137933782783) | > loss_disc_real_5: 0.1820189654827118 (0.2238561935932282) | > loss_0: 2.3326501846313477 (2.3728382558707732) | > grad_norm_0: tensor(18.8491, device='cuda:0') (tensor(12.2360, device='cuda:0')) | > loss_gen: 2.466935157775879 (2.46678307927756) | > loss_kl: 2.0881102085113525 (1.9905549637285103) | > loss_feat: 6.230660438537598 (6.9250232436092025) | > loss_mel: 15.158717155456543 (16.996286380721862) | > loss_duration: 2.103933811187744 (2.0194253203380526) | > loss_1: 28.048357009887695 (30.39807315811096) | > grad_norm_1: tensor(436.8633, device='cuda:0') (tensor(140.4550, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.4159 (0.3826430016253368) | > loader_time: 0.0054 (0.0042917173071558715)  --> TIME: 2024-06-12 07:23:34 -- STEP: 274/330 -- GLOBAL_STEP: 386925 | > loss_disc: 2.558413505554199 (2.3735711182991084) | > loss_disc_real_0: 0.15280020236968994 (0.11770136953487884) | > loss_disc_real_1: 0.20449179410934448 (0.19782249765457027) | > loss_disc_real_2: 0.22074899077415466 (0.21104367338392857) | > loss_disc_real_3: 0.24314595758914948 (0.2304445027108611) | > loss_disc_real_4: 0.27183887362480164 (0.23283795294535425) | > loss_disc_real_5: 0.2010888308286667 (0.22347483370643462) | > loss_0: 2.558413505554199 (2.3735711182991084) | > grad_norm_0: tensor(54.6295, device='cuda:0') (tensor(13.8358, device='cuda:0')) | > loss_gen: 2.175136089324951 (2.4706076844765326) | > loss_kl: 2.03141713142395 (1.9992886442337594) | > loss_feat: 6.409051895141602 (6.928299719399779) | > loss_mel: 14.962820053100586 (16.948053568819148) | > loss_duration: 2.1196916103363037 (2.0286363502488505) | > loss_1: 27.698118209838867 (30.374886109011015) | > grad_norm_1: tensor(218.1669, device='cuda:0') (tensor(164.4625, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.4567 (0.38778218039630974) | > loader_time: 0.0068 (0.004452956853991879)  --> TIME: 2024-06-12 07:23:45 -- STEP: 299/330 -- GLOBAL_STEP: 386950 | > loss_disc: 2.4551641941070557 (2.373815112289376) | > loss_disc_real_0: 0.1043970137834549 (0.11839155715743833) | > loss_disc_real_1: 0.2355315089225769 (0.1978568719282597) | > loss_disc_real_2: 0.23500043153762817 (0.21133583011635165) | > loss_disc_real_3: 0.2789326012134552 (0.23049778374142482) | > loss_disc_real_4: 0.28098803758621216 (0.2329525962521799) | > loss_disc_real_5: 0.22941388189792633 (0.22270413291294838) | > loss_0: 2.4551641941070557 (2.373815112289376) | > grad_norm_0: tensor(47.2805, device='cuda:0') (tensor(15.7093, device='cuda:0')) | > loss_gen: 2.4235236644744873 (2.475816216357177) | > loss_kl: 1.9439899921417236 (2.0056382110685016) | > loss_feat: 6.886667728424072 (6.937821287773923) | > loss_mel: 16.886415481567383 (16.91060478950425) | > loss_duration: 2.1816561222076416 (2.039470755535622) | > loss_1: 30.32225227355957 (30.369351402971656) | > grad_norm_1: tensor(394.0000, device='cuda:0') (tensor(189.9506, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.4774 (0.3939464411209259) | > loader_time: 0.0069 (0.004633082195269226)  --> TIME: 2024-06-12 07:23:59 -- STEP: 324/330 -- GLOBAL_STEP: 386975 | > loss_disc: 2.456993818283081 (2.3749563112670975) | > loss_disc_real_0: 0.1718045473098755 (0.11964443693926305) | > loss_disc_real_1: 0.21527054905891418 (0.19809688922063803) | > loss_disc_real_2: 0.23983103036880493 (0.21112164100747044) | > loss_disc_real_3: 0.25870195031166077 (0.23057440521172545) | > loss_disc_real_4: 0.24693457782268524 (0.23277071619659298) | > loss_disc_real_5: 0.31440654397010803 (0.22251227760204562) | > loss_0: 2.456993818283081 (2.3749563112670975) | > grad_norm_0: tensor(26.6133, device='cuda:0') (tensor(16.5958, device='cuda:0')) | > loss_gen: 2.3770713806152344 (2.478029393119576) | > loss_kl: 2.1605374813079834 (2.0144257048765826) | > loss_feat: 9.336441993713379 (6.999067837809339) | > loss_mel: 17.33317756652832 (16.867842206248532) | > loss_duration: 2.2716007232666016 (2.0543702715708876) | > loss_1: 33.47882843017578 (30.41373556631583) | > grad_norm_1: tensor(423.9823, device='cuda:0') (tensor(206.6797, device='cuda:0')) | > current_lr_0: 0.00017860654173841025 | > current_lr_1: 0.00017860654173841025 | > step_time: 0.5953 (0.40494101135819044) | > loader_time: 0.0099 (0.004914397074852461)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.511730909347534 (2.511730909347534) | > loss_disc_real_0: 0.15308700501918793 (0.15308700501918793) | > loss_disc_real_1: 0.2157050520181656 (0.2157050520181656) | > loss_disc_real_2: 0.17669925093650818 (0.17669925093650818) | > loss_disc_real_3: 0.28857365250587463 (0.28857365250587463) | > loss_disc_real_4: 0.26799049973487854 (0.26799049973487854) | > loss_disc_real_5: 0.3130127489566803 (0.3130127489566803) | > loss_0: 2.511730909347534 (2.511730909347534) | > loss_gen: 2.4214515686035156 (2.4214515686035156) | > loss_kl: 2.9875898361206055 (2.9875898361206055) | > loss_feat: 8.678412437438965 (8.678412437438965) | > loss_mel: 18.00855827331543 (18.00855827331543) | > loss_duration: 2.916438102722168 (2.916438102722168) | > loss_1: 35.012451171875 (35.012451171875)  --> STEP: 1 | > loss_disc: 2.2688121795654297 (2.2688121795654297) | > loss_disc_real_0: 0.10669752955436707 (0.10669752955436707) | > loss_disc_real_1: 0.1727057695388794 (0.1727057695388794) | > loss_disc_real_2: 0.19216646254062653 (0.19216646254062653) | > loss_disc_real_3: 0.2395649254322052 (0.2395649254322052) | > loss_disc_real_4: 0.17147481441497803 (0.17147481441497803) | > loss_disc_real_5: 0.19917389750480652 (0.19917389750480652) | > loss_0: 2.2688121795654297 (2.2688121795654297) | > loss_gen: 2.310810089111328 (2.310810089111328) | > loss_kl: 3.308041572570801 (3.308041572570801) | > loss_feat: 5.312929153442383 (5.312929153442383) | > loss_mel: 16.951780319213867 (16.951780319213867) | > loss_duration: 2.49257493019104 (2.49257493019104) | > loss_1: 30.376134872436523 (30.376134872436523)  --> STEP: 2 | > loss_disc: 2.1795268058776855 (2.2241694927215576) | > loss_disc_real_0: 0.05703691393136978 (0.08186722174286842) | > loss_disc_real_1: 0.16856878995895386 (0.17063727974891663) | > loss_disc_real_2: 0.1733076423406601 (0.1827370524406433) | > loss_disc_real_3: 0.18019554018974304 (0.20988023281097412) | > loss_disc_real_4: 0.21547114849090576 (0.1934729814529419) | > loss_disc_real_5: 0.26253944635391235 (0.23085667192935944) | > loss_0: 2.1795268058776855 (2.2241694927215576) | > loss_gen: 2.255880117416382 (2.283345103263855) | > loss_kl: 3.1417195796966553 (3.224880576133728) | > loss_feat: 5.377650737762451 (5.345289945602417) | > loss_mel: 18.401126861572266 (17.676453590393066) | > loss_duration: 2.5417773723602295 (2.5171761512756348) | > loss_1: 31.718154907226562 (31.047144889831543)  --> STEP: 3 | > loss_disc: 2.477766275405884 (2.308701753616333) | > loss_disc_real_0: 0.09108626842498779 (0.08494023730357488) | > loss_disc_real_1: 0.1820884495973587 (0.174454336365064) | > loss_disc_real_2: 0.19637376070022583 (0.18728262186050415) | > loss_disc_real_3: 0.2538054883480072 (0.22452198465665182) | > loss_disc_real_4: 0.25142771005630493 (0.21279122432072958) | > loss_disc_real_5: 0.22648634016513824 (0.22939989467461905) | > loss_0: 2.477766275405884 (2.308701753616333) | > loss_gen: 2.1266355514526367 (2.2311085859934487) | > loss_kl: 3.6804027557373047 (3.3767213026682534) | > loss_feat: 7.114994525909424 (5.935191472371419) | > loss_mel: 18.008272171020508 (17.787059783935547) | > loss_duration: 2.3227553367614746 (2.452369213104248) | > loss_1: 33.25305938720703 (31.78244972229004)  --> STEP: 4 | > loss_disc: 2.3196170330047607 (2.31143057346344) | > loss_disc_real_0: 0.11226269602775574 (0.0917708519846201) | > loss_disc_real_1: 0.1925850659608841 (0.178987018764019) | > loss_disc_real_2: 0.1417427510023117 (0.17589765414595604) | > loss_disc_real_3: 0.16689403355121613 (0.2101149968802929) | > loss_disc_real_4: 0.15957508981227875 (0.19948719069361687) | > loss_disc_real_5: 0.18034563958644867 (0.21713633090257645) | > loss_0: 2.3196170330047607 (2.31143057346344) | > loss_gen: 2.0872743129730225 (2.1951500177383423) | > loss_kl: 4.082729339599609 (3.5532233119010925) | > loss_feat: 8.583216667175293 (6.597197771072388) | > loss_mel: 17.539039611816406 (17.72505474090576) | > loss_duration: 2.4307475090026855 (2.4469637870788574) | > loss_1: 34.72300720214844 (32.51758909225464)  --> STEP: 5 | > loss_disc: 2.4941577911376953 (2.347976016998291) | > loss_disc_real_0: 0.10522682219743729 (0.09446204602718353) | > loss_disc_real_1: 0.22840429842472076 (0.18887047469615936) | > loss_disc_real_2: 0.1927378922700882 (0.17926570177078247) | > loss_disc_real_3: 0.24887533485889435 (0.21786706447601317) | > loss_disc_real_4: 0.30932825803756714 (0.22145540416240692) | > loss_disc_real_5: 0.27113673090934753 (0.22793641090393066) | > loss_0: 2.4941577911376953 (2.347976016998291) | > loss_gen: 2.308203935623169 (2.2177608013153076) | > loss_kl: 3.135540723800659 (3.4696867942810057) | > loss_feat: 4.7384772300720215 (6.225453662872314) | > loss_mel: 18.78602409362793 (17.937248611450194) | > loss_duration: 2.4041948318481445 (2.438409996032715) | > loss_1: 31.372440338134766 (32.28855934143066)  --> STEP: 6 | > loss_disc: 2.383086919784546 (2.3538278341293335) | > loss_disc_real_0: 0.13087967038154602 (0.10053165008624394) | > loss_disc_real_1: 0.1978808045387268 (0.19037219633658728) | > loss_disc_real_2: 0.16437309980392456 (0.1767836014429728) | > loss_disc_real_3: 0.25013217329978943 (0.22324458261330923) | > loss_disc_real_4: 0.24472686648368835 (0.22533398121595383) | > loss_disc_real_5: 0.22074459493160248 (0.22673777490854263) | > loss_0: 2.383086919784546 (2.3538278341293335) | > loss_gen: 2.1966965198516846 (2.214250087738037) | > loss_kl: 2.621305227279663 (3.3282898664474487) | > loss_feat: 5.380264759063721 (6.084588845570882) | > loss_mel: 16.95051383972168 (17.77279281616211) | > loss_duration: 2.205862045288086 (2.3996520042419434) | > loss_1: 29.354642868041992 (31.79957326253255)  --> STEP: 7 | > loss_disc: 2.432736873626709 (2.36510055405753) | > loss_disc_real_0: 0.18675661087036133 (0.11284950162683215) | > loss_disc_real_1: 0.17361749708652496 (0.18797866787229264) | > loss_disc_real_2: 0.22144928574562073 (0.18316441348620824) | > loss_disc_real_3: 0.24072201550006866 (0.22574135873998916) | > loss_disc_real_4: 0.2587431073188782 (0.2301067135163716) | > loss_disc_real_5: 0.25620096921920776 (0.23094680266720907) | > loss_0: 2.432736873626709 (2.36510055405753) | > loss_gen: 2.204768419265747 (2.212895563670567) | > loss_kl: 5.083065509796143 (3.578972101211548) | > loss_feat: 5.202935218811035 (5.9586383274623325) | > loss_mel: 16.34584617614746 (17.56894329616002) | > loss_duration: 2.6008100509643555 (2.428388868059431) | > loss_1: 31.437427520751953 (31.747838156563894)  --> STEP: 8 | > loss_disc: 2.303675413131714 (2.357422411441803) | > loss_disc_real_0: 0.19066369533538818 (0.12257627584040165) | > loss_disc_real_1: 0.22354336082935333 (0.19242425449192524) | > loss_disc_real_2: 0.13898350298404694 (0.17764179967343807) | > loss_disc_real_3: 0.1840473860502243 (0.22052961215376854) | > loss_disc_real_4: 0.19135284423828125 (0.2252624798566103) | > loss_disc_real_5: 0.23293761909008026 (0.23119565472006798) | > loss_0: 2.303675413131714 (2.357422411441803) | > loss_gen: 2.412325382232666 (2.2378242909908295) | > loss_kl: 2.929097890853882 (3.4977378249168396) | > loss_feat: 10.969192504882812 (6.584957599639893) | > loss_mel: 19.383092880249023 (17.795711994171143) | > loss_duration: 2.2869749069213867 (2.4107121229171753) | > loss_1: 37.98068618774414 (32.526944160461426)  --> STEP: 9 | > loss_disc: 2.5348100662231445 (2.377132150861952) | > loss_disc_real_0: 0.1563173532485962 (0.12632528444131216) | > loss_disc_real_1: 0.22196921706199646 (0.19570702811082205) | > loss_disc_real_2: 0.21429888904094696 (0.18171480960316128) | > loss_disc_real_3: 0.19619576632976532 (0.21782585150665706) | > loss_disc_real_4: 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2.3154544830322266 (2.2565014600753783) | > loss_kl: 2.669945240020752 (3.2943362951278687) | > loss_feat: 4.203392028808594 (6.564293575286865) | > loss_mel: 12.897464752197266 (17.23304271697998) | > loss_duration: 2.391922950744629 (2.3871826410293577) | > loss_1: 24.478179931640625 (31.735356903076173)  --> STEP: 11 | > loss_disc: 2.287109613418579 (2.3847041563554243) | > loss_disc_real_0: 0.10161519050598145 (0.1250756559046832) | > loss_disc_real_1: 0.23242461681365967 (0.20550099421631207) | > loss_disc_real_2: 0.191522479057312 (0.18774739585139535) | > loss_disc_real_3: 0.22343118488788605 (0.22427817637270148) | > loss_disc_real_4: 0.19444133341312408 (0.22804053669626062) | > loss_disc_real_5: 0.1897890865802765 (0.23493029177188873) | > loss_0: 2.287109613418579 (2.3847041563554243) | > loss_gen: 2.3333077430725098 (2.263483849438754) | > loss_kl: 3.763641595840454 (3.3370004133744673) | > loss_feat: 6.7543158531188965 (6.58156832781705) | > loss_mel: 18.50533103942871 (17.348705291748047) | > loss_duration: 2.5459537506103516 (2.4016163782639937) | > loss_1: 33.902549743652344 (31.93237443403764)  --> STEP: 12 | > loss_disc: 2.382572889328003 (2.384526550769806) | > loss_disc_real_0: 0.06669609248638153 (0.1202106922864914) | > loss_disc_real_1: 0.1016450896859169 (0.1968463355054458) | > loss_disc_real_2: 0.1855601966381073 (0.187565129250288) | > loss_disc_real_3: 0.311953604221344 (0.231584462026755) | > loss_disc_real_4: 0.2515191435813904 (0.22999708727002144) | > loss_disc_real_5: 0.21400049328804016 (0.2331861418982347) | > loss_0: 2.382572889328003 (2.384526550769806) | > loss_gen: 2.1546051502227783 (2.2544106245040894) | > loss_kl: 2.5925142765045166 (3.274959901968638) | > loss_feat: 6.066585540771484 (6.5386530955632525) | > loss_mel: 16.943777084350586 (17.314961274464924) | > loss_duration: 2.296607494354248 (2.3928656379381814) | > loss_1: 30.05409049987793 (31.775850772857666)  --> STEP: 13 | > loss_disc: 2.400336742401123 (2.38574271935683) | > loss_disc_real_0: 0.10169623792171478 (0.11878650348920089) | > loss_disc_real_1: 0.3063117563724518 (0.20526675249521548) | > loss_disc_real_2: 0.20748703181743622 (0.1890975832939148) | > loss_disc_real_3: 0.25035613775253296 (0.23302843708258408) | > loss_disc_real_4: 0.2171468883752823 (0.22900861043196458) | > loss_disc_real_5: 0.265583336353302 (0.2356782337793937) | > loss_0: 2.400336742401123 (2.38574271935683) | > loss_gen: 2.4073500633239746 (2.2661751967210035) | > loss_kl: 3.2070021629333496 (3.2697323835813084) | > loss_feat: 7.565774440765381 (6.61766242980957) | > loss_mel: 16.650094985961914 (17.263817713810848) | > loss_duration: 2.28186297416687 (2.3843269714942346) | > loss_1: 32.112083435058594 (31.8017148237962)  --> STEP: 14 | > loss_disc: 2.329833745956421 (2.381749221256801) | > loss_disc_real_0: 0.08884626626968384 (0.11664791511637825) | > loss_disc_real_1: 0.15293774008750916 (0.20152896589466504) | > loss_disc_real_2: 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loss_disc_real_5: 0.16610974073410034 (0.2320194274187088) | > loss_0: 2.41265606880188 (2.3838096777598063) | > loss_gen: 2.1655869483947754 (2.2535897731781005) | > loss_kl: 3.280653238296509 (3.3276981353759765) | > loss_feat: 5.761699199676514 (6.5286030769348145) | > loss_mel: 17.249168395996094 (17.355315907796225) | > loss_duration: 2.419435739517212 (2.3918204148610434) | > loss_1: 30.876543045043945 (31.857027435302733)  --> STEP: 16 | > loss_disc: 2.6739373207092285 (2.401942655444145) | > loss_disc_real_0: 0.29554668068885803 (0.1309143928810954) | > loss_disc_real_1: 0.23596596717834473 (0.203999116551131) | > loss_disc_real_2: 0.2149987369775772 (0.19052666798233986) | > loss_disc_real_3: 0.25385192036628723 (0.23428053595125675) | > loss_disc_real_4: 0.22579841315746307 (0.22619043476879597) | > loss_disc_real_5: 0.1577930748462677 (0.22738028038293123) | > loss_0: 2.6739373207092285 (2.401942655444145) | > loss_gen: 2.1656322479248047 (2.2480924278497696) | > loss_kl: 2.972700357437134 (3.305510774254799) | > loss_feat: 4.231667518615723 (6.385044604539871) | > loss_mel: 10.027997970581055 (16.897358536720276) | > loss_duration: 2.404709815979004 (2.392626002430916) | > loss_1: 21.80270767211914 (31.22863245010376)  --> STEP: 17 | > loss_disc: 2.4110138416290283 (2.402476254631491) | > loss_disc_real_0: 0.10554257035255432 (0.1294219327323577) | > loss_disc_real_1: 0.2873169183731079 (0.20890016371712966) | > loss_disc_real_2: 0.20066432654857635 (0.1911230008391773) | > loss_disc_real_3: 0.3040422201156616 (0.23838416443151586) | > loss_disc_real_4: 0.26405125856399536 (0.2284175420508665) | > loss_disc_real_5: 0.3443022668361664 (0.23425804429194508) | > loss_0: 2.4110138416290283 (2.402476254631491) | > loss_gen: 2.844353199005127 (2.283166590858908) | > loss_kl: 2.170079469680786 (3.2387206975151512) | > loss_feat: 7.037199020385742 (6.423406629001393) | > loss_mel: 16.239803314208984 (16.858678817749023) | > loss_duration: 2.468587636947632 (2.3970943338730755) | > loss_1: 30.76002311706543 (31.201067195219153)  --> STEP: 18 | > loss_disc: 2.251181125640869 (2.3940709696875677) | > loss_disc_real_0: 0.05558278411626816 (0.12531975780924162) | > loss_disc_real_1: 0.23475956916809082 (0.21033679735329416) | > loss_disc_real_2: 0.13531608879566193 (0.18802261683675978) | > loss_disc_real_3: 0.20508550107479095 (0.2365342386894756) | > loss_disc_real_4: 0.21104511618614197 (0.22745240728060404) | > loss_disc_real_5: 0.22462381422519684 (0.23372280928823683) | > loss_0: 2.251181125640869 (2.3940709696875677) | > loss_gen: 2.238192558288574 (2.28066803349389) | > loss_kl: 3.1858370304107666 (3.2357827160093517) | > loss_feat: 8.094017028808594 (6.516218317879571) | > loss_mel: 17.976150512695312 (16.920760578579372) | > loss_duration: 2.2331113815307617 (2.3879841698540583) | > loss_1: 33.72731018066406 (31.34141402774387)  --> STEP: 19 | > loss_disc: 2.2987823486328125 (2.3890557791057385) | > loss_disc_real_0: 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> loss_0: 2.0743656158447266 (2.364181461788359) | > loss_gen: 2.9747753143310547 (2.338175069718134) | > loss_kl: 2.3680260181427 (3.1174515656062534) | > loss_feat: 8.815408706665039 (6.687806606292725) | > loss_mel: 16.657798767089844 (16.89047077723912) | > loss_duration: 2.2384495735168457 (2.3767387639908564) | > loss_1: 33.05445861816406 (31.41064298720587)  --> STEP: 22 | > loss_disc: 2.488776206970215 (2.3698448592966255) | > loss_disc_real_0: 0.1250065118074417 (0.12434665587815369) | > loss_disc_real_1: 0.1764892190694809 (0.20690937983718785) | > loss_disc_real_2: 0.23422227799892426 (0.18986632471734827) | > loss_disc_real_3: 0.21938292682170868 (0.23529001596299084) | > loss_disc_real_4: 0.19465887546539307 (0.2228808392855254) | > loss_disc_real_5: 0.20019111037254333 (0.22647626562552017) | > loss_0: 2.488776206970215 (2.3698448592966255) | > loss_gen: 2.167315721511841 (2.3304087357087573) | > loss_kl: 2.5025036334991455 (3.0894993868741123) | > loss_feat: 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(31.424884132716965)  --> STEP: 24 | > loss_disc: 2.471508026123047 (2.3681043684482574) | > loss_disc_real_0: 0.0961703211069107 (0.12292244626830019) | > loss_disc_real_1: 0.24621856212615967 (0.20790278942634663) | > loss_disc_real_2: 0.22017812728881836 (0.1893864000837008) | > loss_disc_real_3: 0.2547784745693207 (0.23726021063824496) | > loss_disc_real_4: 0.242784783244133 (0.2224304766083757) | > loss_disc_real_5: 0.27378594875335693 (0.22685587095717588) | > loss_0: 2.471508026123047 (2.3681043684482574) | > loss_gen: 2.5073554515838623 (2.346325347820918) | > loss_kl: 2.349414825439453 (3.0375636518001556) | > loss_feat: 7.119009494781494 (6.711372276147206) | > loss_mel: 18.083070755004883 (17.00595053037008) | > loss_duration: 2.416139841079712 (2.3674265742301945) | > loss_1: 32.47499084472656 (31.4686385790507)  --> STEP: 25 | > loss_disc: 2.5495657920837402 (2.375362825393677) | > loss_disc_real_0: 0.1535540223121643 (0.12414770931005475) | > loss_disc_real_1: 0.23950427770614624 (0.2091668489575386) | > loss_disc_real_2: 0.20298846065998077 (0.189930482506752) | > loss_disc_real_3: 0.2500489354133606 (0.23777175962924957) | > loss_disc_real_4: 0.21183641254901886 (0.22200671404600145) | > loss_disc_real_5: 0.291236937046051 (0.2294311136007309) | > loss_0: 2.5495657920837402 (2.375362825393677) | > loss_gen: 2.2742137908935547 (2.3434408855438233) | > loss_kl: 2.962886333465576 (3.0345765590667724) | > loss_feat: 6.357911586761475 (6.697233848571777) | > loss_mel: 16.923160552978516 (17.002638931274415) | > loss_duration: 2.4012465476989746 (2.368779373168946) | > loss_1: 30.919418334960938 (31.44666976928711)  --> STEP: 26 | > loss_disc: 2.2466418743133545 (2.3704120195828953) | > loss_disc_real_0: 0.11503428220748901 (0.12379719288303301) | > loss_disc_real_1: 0.27907824516296387 (0.21185574881159341) | > loss_disc_real_2: 0.12028732895851135 (0.18725189967797354) | > loss_disc_real_3: 0.20208191871643066 (0.236399073440295) | > loss_disc_real_4: 0.17215360701084137 (0.22008928685234144) | > loss_disc_real_5: 0.22574830055236816 (0.22928946694502464) | > loss_0: 2.2466418743133545 (2.3704120195828953) | > loss_gen: 2.935973644256592 (2.366230607032776) | > loss_kl: 2.5068540573120117 (3.0142795397685123) | > loss_feat: 15.476112365722656 (7.03488302230835) | > loss_mel: 18.757915496826172 (17.07014956841102) | > loss_duration: 2.343062400817871 (2.3677902588477506) | > loss_1: 42.019920349121094 (31.853333253126877) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024972512171818665 (-0.0001013278961181632) | > avg_loss_disc: 2.3704120195828953 (-0.1373614164499135) | > avg_loss_disc_real_0: 0.12379719288303301 (-0.04069233026642066) | > avg_loss_disc_real_1: 0.21185574881159341 (+0.029325480931080283) | > avg_loss_disc_real_2: 0.18725189967797354 (-0.038373202085494995) | > avg_loss_disc_real_3: 0.236399073440295 (+0.010771656265625595) | > avg_loss_disc_real_4: 0.22008928685234144 (+0.012595708840168446) | > avg_loss_disc_real_5: 0.22928946694502464 (+0.00017044635919424844) | > avg_loss_0: 2.3704120195828953 (-0.1373614164499135) | > avg_loss_gen: 2.366230607032776 (+0.16826866681759167) | > avg_loss_kl: 3.0142795397685123 (-0.029272024448101508) | > avg_loss_feat: 7.03488302230835 (+0.2653418320875902) | > avg_loss_mel: 17.07014956841102 (+0.03839749556321337) | > avg_loss_duration: 2.3677902588477506 (+0.007551780113807638) | > avg_loss_1: 31.853333253126877 (+0.45028803898737735)  > EPOCH: 906/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:24:23)   --> TIME: 2024-06-12 07:24:31 -- STEP: 19/330 -- GLOBAL_STEP: 387000 | > loss_disc: 2.3285415172576904 (2.3048752985502547) | > loss_disc_real_0: 0.15238380432128906 (0.10028589124742307) | > loss_disc_real_1: 0.2093517780303955 (0.19519215037948207) | > loss_disc_real_2: 0.191731795668602 (0.20953107193896645) | > loss_disc_real_3: 0.23988428711891174 (0.22682667719690422) | > loss_disc_real_4: 0.24259723722934723 (0.22999262025481776) | > loss_disc_real_5: 0.2475961148738861 (0.21983633700170016) | > loss_0: 2.3285415172576904 (2.3048752985502547) | > grad_norm_0: tensor(11.7132, device='cuda:0') (tensor(10.2341, device='cuda:0')) | > loss_gen: 2.395195960998535 (2.5313093787745427) | > loss_kl: 1.9137579202651978 (1.9662054714403654) | > loss_feat: 7.150591850280762 (7.061984288065057) | > loss_mel: 16.228927612304688 (17.460345218056126) | > loss_duration: 1.965101718902588 (2.0386696614717184) | > loss_1: 29.653573989868164 (31.05851394251773) | > grad_norm_1: tensor(125.9138, device='cuda:0') (tensor(129.1879, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.3604 (0.36732505497179535) | > loader_time: 0.0039 (0.003289937973022461) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_387000.pth  --> TIME: 2024-06-12 07:24:45 -- STEP: 44/330 -- GLOBAL_STEP: 387025 | > loss_disc: 2.354684829711914 (2.3435540795326237) | > loss_disc_real_0: 0.10125051438808441 (0.10178971138190139) | > loss_disc_real_1: 0.19278639554977417 (0.1956930888647382) | > loss_disc_real_2: 0.21627748012542725 (0.20963176678527484) | > loss_disc_real_3: 0.25474879145622253 (0.2300974614918232) | > loss_disc_real_4: 0.2528465688228607 (0.23180270195007324) | > loss_disc_real_5: 0.21951577067375183 (0.22395442697134885) | > loss_0: 2.354684829711914 (2.3435540795326237) | > grad_norm_0: tensor(10.0020, device='cuda:0') (tensor(9.4058, device='cuda:0')) | > loss_gen: 2.6746914386749268 (2.5221370783719133) | > loss_kl: 1.836899757385254 (1.9521425989541141) | > loss_feat: 7.9411139488220215 (7.13917199048129) | > loss_mel: 16.967792510986328 (17.309353524988346) | > loss_duration: 1.9137715101242065 (1.9907307489351787) | > loss_1: 31.33426856994629 (30.91353598507968) | > grad_norm_1: tensor(97.7604, device='cuda:0') (tensor(99.8645, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.3695 (0.3710763616995378) | > loader_time: 0.0034 (0.0034592476758089933)  --> TIME: 2024-06-12 07:24:54 -- STEP: 69/330 -- GLOBAL_STEP: 387050 | > loss_disc: 2.3597559928894043 (2.3474068641662598) | > loss_disc_real_0: 0.07424728572368622 (0.10419872651497523) | > loss_disc_real_1: 0.16458383202552795 (0.19448672040649076) | > loss_disc_real_2: 0.22487226128578186 (0.20729618076828943) | > loss_disc_real_3: 0.21749545633792877 (0.22881375857885333) | > loss_disc_real_4: 0.237557053565979 (0.23225533335969067) | > loss_disc_real_5: 0.2294994443655014 (0.22367795891519907) | > loss_0: 2.3597559928894043 (2.3474068641662598) | > grad_norm_0: tensor(9.5899, device='cuda:0') (tensor(9.1125, device='cuda:0')) | > loss_gen: 2.5132291316986084 (2.499371331671009) | > loss_kl: 1.991506576538086 (1.9606198659841565) | > loss_feat: 7.212778091430664 (7.049857029016467) | > loss_mel: 16.143756866455078 (17.199740769206613) | > loss_duration: 1.9265108108520508 (1.9792540885400076) | > loss_1: 29.78778076171875 (30.68884313279304) | > grad_norm_1: tensor(75.6951, device='cuda:0') (tensor(94.9650, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.3801 (0.37039251603941986) | > loader_time: 0.004 (0.0035745510156603827)  --> TIME: 2024-06-12 07:25:04 -- STEP: 94/330 -- GLOBAL_STEP: 387075 | > loss_disc: 2.36484956741333 (2.352543983053653) | > loss_disc_real_0: 0.08897562325000763 (0.10645715971576407) | > loss_disc_real_1: 0.19915565848350525 (0.19536114198730348) | > loss_disc_real_2: 0.2189459204673767 (0.20857849146457427) | > loss_disc_real_3: 0.25582003593444824 (0.229545274471983) | > loss_disc_real_4: 0.2389671951532364 (0.2341312051136443) | > loss_disc_real_5: 0.22518965601921082 (0.22474267333745956) | > loss_0: 2.36484956741333 (2.352543983053653) | > grad_norm_0: tensor(5.8513, device='cuda:0') (tensor(8.4724, device='cuda:0')) | > loss_gen: 2.497398853302002 (2.4908814810692) | > loss_kl: 1.966652750968933 (1.9712461157048002) | > loss_feat: 7.009829521179199 (6.989420718335091) | > loss_mel: 17.234472274780273 (17.12543112166385) | > loss_duration: 2.000247001647949 (1.9779171981710066) | > loss_1: 30.708599090576172 (30.554896557584723) | > grad_norm_1: tensor(70.8930, device='cuda:0') (tensor(88.3425, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.3869 (0.3709740004640945) | > loader_time: 0.004 (0.003710135500481788)  --> TIME: 2024-06-12 07:25:13 -- STEP: 119/330 -- GLOBAL_STEP: 387100 | > loss_disc: 2.332411289215088 (2.3513883342262076) | > loss_disc_real_0: 0.09529311954975128 (0.10760213177995522) | > loss_disc_real_1: 0.2059450000524521 (0.19426428808384583) | > loss_disc_real_2: 0.20586159825325012 (0.2084424270301306) | > loss_disc_real_3: 0.19548144936561584 (0.22943772788809128) | > loss_disc_real_4: 0.22582338750362396 (0.2331270768361933) | > loss_disc_real_5: 0.20321963727474213 (0.22421469019741572) | > loss_0: 2.332411289215088 (2.3513883342262076) | > grad_norm_0: tensor(8.4492, device='cuda:0') (tensor(8.6473, device='cuda:0')) | > loss_gen: 2.522007465362549 (2.4857171122767343) | > loss_kl: 2.1059656143188477 (1.98537787669847) | > loss_feat: 7.2855024337768555 (7.001138490789077) | > loss_mel: 17.517812728881836 (17.149828726504037) | > loss_duration: 1.9778363704681396 (1.979884954059825) | > loss_1: 31.40912437438965 (30.601947143298236) | > grad_norm_1: tensor(184.4930, device='cuda:0') (tensor(88.0436, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.363 (0.3711402075631279) | > loader_time: 0.0038 (0.0037936202618254334)  --> TIME: 2024-06-12 07:25:23 -- STEP: 144/330 -- GLOBAL_STEP: 387125 | > loss_disc: 2.3584041595458984 (2.3593370334969626) | > loss_disc_real_0: 0.09233595430850983 (0.10943907752840057) | > loss_disc_real_1: 0.20095294713974 (0.19522819109261036) | > loss_disc_real_2: 0.2023397982120514 (0.20956955560379564) | > loss_disc_real_3: 0.24090944230556488 (0.22983601327157682) | > loss_disc_real_4: 0.23883914947509766 (0.23264384114493927) | > loss_disc_real_5: 0.20407406985759735 (0.22375207166704866) | > loss_0: 2.3584041595458984 (2.3593370334969626) | > grad_norm_0: tensor(10.4693, device='cuda:0') (tensor(9.1308, device='cuda:0')) | > loss_gen: 2.499878406524658 (2.4810560180081263) | > loss_kl: 1.98636794090271 (1.9985887308915455) | > loss_feat: 7.591272354125977 (6.978669242726433) | > loss_mel: 17.505512237548828 (17.151817268795444) | > loss_duration: 1.9985246658325195 (1.986003850069311) | > loss_1: 31.581554412841797 (30.596135086483425) | > grad_norm_1: tensor(151.7360, device='cuda:0') (tensor(97.3434, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.3851 (0.3722242067257564) | > loader_time: 0.004 (0.0038828319973415798)  --> TIME: 2024-06-12 07:25:33 -- STEP: 169/330 -- GLOBAL_STEP: 387150 | > loss_disc: 2.351830005645752 (2.3595615844049402) | > loss_disc_real_0: 0.09036571532487869 (0.1105952293738811) | > loss_disc_real_1: 0.19969841837882996 (0.19490414752057322) | > loss_disc_real_2: 0.2042163610458374 (0.2097484450015796) | > loss_disc_real_3: 0.23611465096473694 (0.23004242407499687) | > loss_disc_real_4: 0.22957880795001984 (0.23245376454302547) | > loss_disc_real_5: 0.1987035870552063 (0.22367115600927343) | > loss_0: 2.351830005645752 (2.3595615844049402) | > grad_norm_0: tensor(7.8514, device='cuda:0') (tensor(10.1574, device='cuda:0')) | > loss_gen: 2.42946720123291 (2.478772747446094) | > loss_kl: 1.9908373355865479 (2.0084022946611673) | > loss_feat: 7.418623447418213 (6.96676754810401) | > loss_mel: 16.839494705200195 (17.13059238569272) | > loss_duration: 2.0468955039978027 (1.9916061811898587) | > loss_1: 30.725317001342773 (30.57614117684449) | > grad_norm_1: tensor(270.2170, device='cuda:0') (tensor(122.5228, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.392 (0.3738479515504556) | > loader_time: 0.0053 (0.0039957768818330505)  --> TIME: 2024-06-12 07:25:43 -- STEP: 194/330 -- GLOBAL_STEP: 387175 | > loss_disc: 2.295900583267212 (2.35985339425274) | > loss_disc_real_0: 0.09932711720466614 (0.11212810977678939) | > loss_disc_real_1: 0.17875170707702637 (0.19502196092273774) | > loss_disc_real_2: 0.21423587203025818 (0.20967039780825683) | > loss_disc_real_3: 0.22924238443374634 (0.23031242007447272) | > loss_disc_real_4: 0.23129552602767944 (0.23228291652559005) | > loss_disc_real_5: 0.180648073554039 (0.2229345599093388) | > loss_0: 2.295900583267212 (2.35985339425274) | > grad_norm_0: tensor(9.5723, device='cuda:0') (tensor(11.6121, device='cuda:0')) | > loss_gen: 2.5988264083862305 (2.4818818704369137) | > loss_kl: 1.97507905960083 (2.01458564492845) | > loss_feat: 7.331411361694336 (6.971357522551546) | > loss_mel: 17.102521896362305 (17.10711465422641) | > loss_duration: 2.03867769241333 (1.9995906746264585) | > loss_1: 31.04651641845703 (30.57453039503589) | > grad_norm_1: tensor(311.7906, device='cuda:0') (tensor(146.8702, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.3836 (0.37644795781558327) | > loader_time: 0.0046 (0.004098388337597408)  --> TIME: 2024-06-12 07:25:53 -- STEP: 219/330 -- GLOBAL_STEP: 387200 | > loss_disc: 2.181969165802002 (2.360313643059231) | > loss_disc_real_0: 0.08376888930797577 (0.11264712536988193) | > loss_disc_real_1: 0.19467124342918396 (0.19514647554861358) | > loss_disc_real_2: 0.1960999220609665 (0.21005624049602578) | > loss_disc_real_3: 0.22513128817081451 (0.23035159700265215) | > loss_disc_real_4: 0.2067221999168396 (0.2319931560047141) | > loss_disc_real_5: 0.17124570906162262 (0.22286392598663834) | > loss_0: 2.181969165802002 (2.360313643059231) | > grad_norm_0: tensor(19.7744, device='cuda:0') (tensor(13.6339, device='cuda:0')) | > loss_gen: 2.6389901638031006 (2.4901658704836063) | > loss_kl: 2.2237372398376465 (2.0180335959343063) | > loss_feat: 8.379283905029297 (6.988423223364843) | > loss_mel: 17.313861846923828 (17.071509352557737) | > loss_duration: 2.0774965286254883 (2.008081907006702) | > loss_1: 32.63336944580078 (30.576213967310238) | > grad_norm_1: tensor(451.1746, device='cuda:0') (tensor(177.6087, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.4063 (0.3805248269207402) | > loader_time: 0.0056 (0.004218273511215978)  --> TIME: 2024-06-12 07:26:04 -- STEP: 244/330 -- GLOBAL_STEP: 387225 | > loss_disc: 2.630039930343628 (2.3591435444159594) | > loss_disc_real_0: 0.06989285349845886 (0.11391821981514574) | > loss_disc_real_1: 0.22273865342140198 (0.1952675078369555) | > loss_disc_real_2: 0.2421746402978897 (0.21027636039452474) | > loss_disc_real_3: 0.23876483738422394 (0.2298834887562228) | > loss_disc_real_4: 0.2575646638870239 (0.2314611903590257) | > loss_disc_real_5: 0.24572576582431793 (0.2211794659006791) | > loss_0: 2.630039930343628 (2.3591435444159594) | > grad_norm_0: tensor(48.5719, device='cuda:0') (tensor(16.1888, device='cuda:0')) | > loss_gen: 2.531707525253296 (2.5005683537389403) | > loss_kl: 2.0707783699035645 (2.0235031266681487) | > loss_feat: 6.19131326675415 (7.003510905093834) | > loss_mel: 15.909355163574219 (17.021804184210115) | > loss_duration: 2.042999744415283 (2.017478010204971) | > loss_1: 28.74615478515625 (30.566864615581075) | > grad_norm_1: tensor(702.4518, device='cuda:0') (tensor(211.3864, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.4433 (0.3841076493263245) | > loader_time: 0.0053 (0.004345780513325677)  --> TIME: 2024-06-12 07:26:15 -- STEP: 269/330 -- GLOBAL_STEP: 387250 | > loss_disc: 2.260474920272827 (2.3622252834773874) | > loss_disc_real_0: 0.08632375299930573 (0.11591198003148058) | > loss_disc_real_1: 0.19168779253959656 (0.19572981665790307) | > loss_disc_real_2: 0.1803656965494156 (0.21021381740676426) | > loss_disc_real_3: 0.23417602479457855 (0.23020204918313647) | > loss_disc_real_4: 0.2133440375328064 (0.23142288946529305) | > loss_disc_real_5: 0.204067200422287 (0.22119077951491545) | > loss_0: 2.260474920272827 (2.3622252834773874) | > grad_norm_0: tensor(31.1664, device='cuda:0') (tensor(17.2072, device='cuda:0')) | > loss_gen: 2.487497091293335 (2.4956763765625785) | > loss_kl: 2.02168345451355 (2.028452021481823) | > loss_feat: 6.789898872375488 (6.997010236335953) | > loss_mel: 15.932463645935059 (16.97942362930696) | > loss_duration: 2.124272346496582 (2.026170851572737) | > loss_1: 29.355815887451172 (30.5267331219074) | > grad_norm_1: tensor(555.7484, device='cuda:0') (tensor(229.8667, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.4371 (0.38836060935236705) | > loader_time: 0.006 (0.004464030708965316)  --> TIME: 2024-06-12 07:26:27 -- STEP: 294/330 -- GLOBAL_STEP: 387275 | > loss_disc: 2.440096139907837 (2.3679611601797093) | > loss_disc_real_0: 0.11983270943164825 (0.11732409404096555) | > loss_disc_real_1: 0.17010703682899475 (0.19600236248605105) | > loss_disc_real_2: 0.2341378927230835 (0.21058464785214187) | > loss_disc_real_3: 0.24875928461551666 (0.23032590361679492) | > loss_disc_real_4: 0.22236698865890503 (0.23210438406791817) | > loss_disc_real_5: 0.23713116347789764 (0.22180549881490721) | > loss_0: 2.440096139907837 (2.3679611601797093) | > grad_norm_0: tensor(10.4148, device='cuda:0') (tensor(18.2063, device='cuda:0')) | > loss_gen: 2.3633711338043213 (2.4886700069012275) | > loss_kl: 2.088700532913208 (2.0331396772747956) | > loss_feat: 6.402583122253418 (6.981959445135934) | > loss_mel: 16.243167877197266 (16.92021827957258) | > loss_duration: 2.182600975036621 (2.0365958185422968) | > loss_1: 29.28042221069336 (30.460583219722825) | > grad_norm_1: tensor(113.9089, device='cuda:0') (tensor(240.8363, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.4702 (0.3940542555179726) | > loader_time: 0.0066 (0.00462776381953233)  --> TIME: 2024-06-12 07:26:40 -- STEP: 319/330 -- GLOBAL_STEP: 387300 | > loss_disc: 2.423402786254883 (2.378264159618126) | > loss_disc_real_0: 0.1409125179052353 (0.11995566929442382) | > loss_disc_real_1: 0.2117185890674591 (0.19686575673030082) | > loss_disc_real_2: 0.22748517990112305 (0.21104792928247246) | > loss_disc_real_3: 0.22608046233654022 (0.23084227357725365) | > loss_disc_real_4: 0.3016963303089142 (0.23351978181297875) | > loss_disc_real_5: 0.2719375491142273 (0.2232694382017309) | > loss_0: 2.423402786254883 (2.378264159618126) | > grad_norm_0: tensor(24.7901, device='cuda:0') (tensor(18.9518, device='cuda:0')) | > loss_gen: 2.3629696369171143 (2.4836067331248297) | > loss_kl: 2.1210312843322754 (2.0384991594990236) | > loss_feat: 7.897136211395264 (6.983570880650727) | > loss_mel: 16.948463439941406 (16.885914082063792) | > loss_duration: 2.248972177505493 (2.05110721416234) | > loss_1: 31.57857322692871 (30.442698057168702) | > grad_norm_1: tensor(320.4157, device='cuda:0') (tensor(253.4983, device='cuda:0')) | > current_lr_0: 0.00017858421592069294 | > current_lr_1: 0.00017858421592069294 | > step_time: 0.5629 (0.40328532849733356) | > loader_time: 0.0086 (0.0048408896945487)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5172932147979736 (2.5172932147979736) | > loss_disc_real_0: 0.20991264283657074 (0.20991264283657074) | > loss_disc_real_1: 0.24063989520072937 (0.24063989520072937) | > loss_disc_real_2: 0.2239585965871811 (0.2239585965871811) | > loss_disc_real_3: 0.27349603176116943 (0.27349603176116943) | > loss_disc_real_4: 0.23992320895195007 (0.23992320895195007) | > loss_disc_real_5: 0.25364527106285095 (0.25364527106285095) | > loss_0: 2.5172932147979736 (2.5172932147979736) | > loss_gen: 2.754786491394043 (2.754786491394043) | > loss_kl: 2.1760997772216797 (2.1760997772216797) | > loss_feat: 7.564108848571777 (7.564108848571777) | > loss_mel: 18.19164276123047 (18.19164276123047) | > loss_duration: 3.1346068382263184 (3.1346068382263184) | > loss_1: 33.82124328613281 (33.82124328613281)  --> STEP: 1 | > loss_disc: 2.4134252071380615 (2.4134252071380615) | > loss_disc_real_0: 0.12400393187999725 (0.12400393187999725) | > loss_disc_real_1: 0.2516498267650604 (0.2516498267650604) | > loss_disc_real_2: 0.17593511939048767 (0.17593511939048767) | > loss_disc_real_3: 0.20742328464984894 (0.20742328464984894) | > loss_disc_real_4: 0.23733481764793396 (0.23733481764793396) | > loss_disc_real_5: 0.24046047031879425 (0.24046047031879425) | > loss_0: 2.4134252071380615 (2.4134252071380615) | > loss_gen: 2.2405660152435303 (2.2405660152435303) | > loss_kl: 3.0381081104278564 (3.0381081104278564) | > loss_feat: 6.449894428253174 (6.449894428253174) | > loss_mel: 16.976390838623047 (16.976390838623047) | > loss_duration: 2.5456058979034424 (2.5456058979034424) | > loss_1: 31.250566482543945 (31.250566482543945)  --> STEP: 2 | > loss_disc: 2.2684788703918457 (2.3409520387649536) | > loss_disc_real_0: 0.1158020943403244 (0.11990301311016083) | > loss_disc_real_1: 0.257732629776001 (0.2546912282705307) | > loss_disc_real_2: 0.19365277886390686 (0.18479394912719727) | > loss_disc_real_3: 0.18580108880996704 (0.196612186729908) | > loss_disc_real_4: 0.19213640689849854 (0.21473561227321625) | > loss_disc_real_5: 0.29579100012779236 (0.2681257352232933) | > loss_0: 2.2684788703918457 (2.3409520387649536) | > loss_gen: 2.423506259918213 (2.3320361375808716) | > loss_kl: 3.6680359840393066 (3.3530720472335815) | > loss_feat: 5.634435653686523 (6.042165040969849) | > loss_mel: 18.267709732055664 (17.622050285339355) | > loss_duration: 2.5150952339172363 (2.5303505659103394) | > loss_1: 32.50878143310547 (31.879673957824707)  --> STEP: 3 | > loss_disc: 2.353476047515869 (2.3451267083485923) | > loss_disc_real_0: 0.1284438967704773 (0.12274997433026631) | > loss_disc_real_1: 0.13917024433612823 (0.2161842336257299) | > loss_disc_real_2: 0.1253342181444168 (0.1649740387996038) | > loss_disc_real_3: 0.1717042177915573 (0.18830953041712442) | > loss_disc_real_4: 0.22738301753997803 (0.2189514140288035) | > loss_disc_real_5: 0.254194051027298 (0.26348184049129486) | > loss_0: 2.353476047515869 (2.3451267083485923) | > loss_gen: 2.1045024394989014 (2.2561915715535483) | > loss_kl: 3.522634744644165 (3.409592946370443) | > loss_feat: 5.744263648986816 (5.942864576975505) | > loss_mel: 16.943492889404297 (17.395864486694336) | > loss_duration: 2.3792736530303955 (2.479991594950358) | > loss_1: 30.694168090820312 (31.48450533548991)  --> STEP: 4 | > loss_disc: 2.398273468017578 (2.3584133982658386) | > loss_disc_real_0: 0.27592796087265015 (0.16104447096586227) | > loss_disc_real_1: 0.21631662547588348 (0.21621733158826828) | > loss_disc_real_2: 0.24668845534324646 (0.18540264293551445) | > loss_disc_real_3: 0.19610092043876648 (0.19025737792253494) | > loss_disc_real_4: 0.22383975982666016 (0.22017350047826767) | > loss_disc_real_5: 0.2086043357849121 (0.24976246431469917) | > loss_0: 2.398273468017578 (2.3584133982658386) | > loss_gen: 2.5322253704071045 (2.3252000212669373) | > loss_kl: 3.661801815032959 (3.4726451635360718) | > loss_feat: 6.733139991760254 (6.140433430671692) | > loss_mel: 16.233829498291016 (17.105355739593506) | > loss_duration: 2.4031007289886475 (2.4607688784599304) | > loss_1: 31.564096450805664 (31.504403114318848)  --> STEP: 5 | > loss_disc: 2.4940731525421143 (2.385545349121094) | > loss_disc_real_0: 0.32717058062553406 (0.19426969289779664) | > loss_disc_real_1: 0.18186873197555542 (0.2093476116657257) | > loss_disc_real_2: 0.21830065548419952 (0.19198224544525147) | > loss_disc_real_3: 0.18687716126441956 (0.18958133459091187) | > loss_disc_real_4: 0.22695393860340118 (0.22152958810329437) | > loss_disc_real_5: 0.2197350114583969 (0.24375697374343872) | > loss_0: 2.4940731525421143 (2.385545349121094) | > loss_gen: 2.6114044189453125 (2.3824409008026124) | > loss_kl: 3.246361494064331 (3.4273884296417236) | > loss_feat: 6.029541492462158 (6.1182550430297855) | > loss_mel: 17.485321044921875 (17.18134880065918) | > loss_duration: 2.459165334701538 (2.460448169708252) | > loss_1: 31.8317928314209 (31.56988105773926)  --> STEP: 6 | > loss_disc: 2.286317825317383 (2.369007428487142) | > loss_disc_real_0: 0.1594797968864441 (0.18847137689590454) | > loss_disc_real_1: 0.21769505739212036 (0.21073885262012482) | > loss_disc_real_2: 0.187806636095047 (0.19128631055355072) | > loss_disc_real_3: 0.2102830857038498 (0.19303162644306818) | > loss_disc_real_4: 0.18574786186218262 (0.21556596706310907) | > loss_disc_real_5: 0.2715294063091278 (0.2483857125043869) | > loss_0: 2.286317825317383 (2.369007428487142) | > loss_gen: 2.579970598220825 (2.415362517038981) | > loss_kl: 2.473698854446411 (3.2684401671091714) | > loss_feat: 5.935383319854736 (6.08777642250061) | > loss_mel: 17.12720489501953 (17.172324816385906) | > loss_duration: 2.238025188446045 (2.4233776728312173) | > loss_1: 30.354284286499023 (31.367281595865887)  --> STEP: 7 | > loss_disc: 2.4660701751708984 (2.38287353515625) | > loss_disc_real_0: 0.19677001237869263 (0.18965689625058854) | > loss_disc_real_1: 0.1893729865550995 (0.2076865860394069) | > loss_disc_real_2: 0.1901359111070633 (0.1911219677754811) | > loss_disc_real_3: 0.24405129253864288 (0.20032015017100743) | > loss_disc_real_4: 0.263043612241745 (0.22234848780291422) | > loss_disc_real_5: 0.24303723871707916 (0.2476216448204858) | > loss_0: 2.4660701751708984 (2.38287353515625) | > loss_gen: 2.3096959590911865 (2.4002672944750105) | > loss_kl: 4.759777069091797 (3.4814882959638322) | > loss_feat: 5.207257270812988 (5.9619879722595215) | > loss_mel: 17.670713424682617 (17.24352318899972) | > loss_duration: 2.6006157398223877 (2.448697396687099) | > loss_1: 32.54806137084961 (31.53596442086356)  --> STEP: 8 | > loss_disc: 2.3061976432800293 (2.3732890486717224) | > loss_disc_real_0: 0.16142305731773376 (0.1861276663839817) | > loss_disc_real_1: 0.18790432810783386 (0.20521380379796028) | > loss_disc_real_2: 0.24842627346515656 (0.19828500598669052) | > loss_disc_real_3: 0.23024383187294006 (0.204060610383749) | > loss_disc_real_4: 0.179912731051445 (0.21704401820898056) | > loss_disc_real_5: 0.20753899216651917 (0.24261131323873997) | > loss_0: 2.3061976432800293 (2.3732890486717224) | > loss_gen: 2.6884827613830566 (2.4362942278385162) | > loss_kl: 2.91896653175354 (3.4111730754375458) | > loss_feat: 9.19831657409668 (6.366529047489166) | > loss_mel: 19.972578048706055 (17.584655046463013) | > loss_duration: 2.2523093223571777 (2.4241488873958588) | > loss_1: 37.0306510925293 (32.22280025482178)  --> STEP: 9 | > loss_disc: 2.3766109943389893 (2.373658153745863) | > loss_disc_real_0: 0.2733568847179413 (0.19581980175442165) | > loss_disc_real_1: 0.18715126812458038 (0.20320685538980696) | > loss_disc_real_2: 0.19642925262451172 (0.19807881116867065) | > loss_disc_real_3: 0.21519260108470917 (0.20529749823941124) | > loss_disc_real_4: 0.21203097701072693 (0.21648701363139683) | > loss_disc_real_5: 0.21704857051372528 (0.2397710084915161) | > loss_0: 2.3766109943389893 (2.373658153745863) | > loss_gen: 2.560990333557129 (2.45014935069614) | > loss_kl: 2.3509504795074463 (3.293370564778646) | > loss_feat: 7.916121006011963 (6.538705931769477) | > loss_mel: 18.010875701904297 (17.6320128970676) | > loss_duration: 2.1779980659484863 (2.3967987961239285) | > loss_1: 33.01693344116211 (32.31103727552626)  --> STEP: 10 | > loss_disc: 2.4811387062072754 (2.3844062089920044) | > loss_disc_real_0: 0.2034209668636322 (0.1965799182653427) | > loss_disc_real_1: 0.2933962047100067 (0.21222579032182692) | > loss_disc_real_2: 0.25943392515182495 (0.20421432256698607) | > loss_disc_real_3: 0.19285587966442108 (0.20405333638191223) | > loss_disc_real_4: 0.1821632981300354 (0.21305464208126068) | > loss_disc_real_5: 0.18752673268318176 (0.23454658091068267) | > loss_0: 2.4811387062072754 (2.3844062089920044) | > loss_gen: 2.35901141166687 (2.4410355567932127) | > loss_kl: 2.5863876342773438 (3.2226722717285154) | > loss_feat: 5.306842803955078 (6.4155196189880375) | > loss_mel: 14.603851318359375 (17.329196739196778) | > loss_duration: 2.497875928878784 (2.406906509399414) | > loss_1: 27.353967666625977 (31.81533031463623)  --> STEP: 11 | > loss_disc: 2.474444627761841 (2.392591519789262) | > loss_disc_real_0: 0.21645382046699524 (0.19838663664731113) | > loss_disc_real_1: 0.17038562893867493 (0.20842213928699493) | > loss_disc_real_2: 0.29094356298446655 (0.21209879896857523) | > loss_disc_real_3: 0.19585296511650085 (0.20330784808505664) | > loss_disc_real_4: 0.23483942449092865 (0.21503507684577594) | > loss_disc_real_5: 0.3081101179122925 (0.2412341751835563) | > loss_0: 2.474444627761841 (2.392591519789262) | > loss_gen: 2.609647512435913 (2.4563639163970947) | > loss_kl: 3.9782142639160156 (3.291357907381925) | > loss_feat: 6.996303081512451 (6.468318115581166) | > loss_mel: 17.53213119506836 (17.347645326094195) | > loss_duration: 2.5299723148345947 (2.4180943098935215) | > loss_1: 33.646270751953125 (31.981779445301402)  --> STEP: 12 | > loss_disc: 2.3630027770996094 (2.390125791231791) | > loss_disc_real_0: 0.1620672643184662 (0.19536002228657404) | > loss_disc_real_1: 0.25496479868888855 (0.21230069423715273) | > loss_disc_real_2: 0.17051616311073303 (0.20863357931375504) | > loss_disc_real_3: 0.2507685124874115 (0.20726290345191956) | > loss_disc_real_4: 0.24788932502269745 (0.2177729308605194) | > loss_disc_real_5: 0.23958039283752441 (0.24109635998805365) | > loss_0: 2.3630027770996094 (2.390125791231791) | > loss_gen: 2.478269577026367 (2.458189388116201) | > loss_kl: 3.0943448543548584 (3.2749401529630027) | > loss_feat: 6.22559118270874 (6.44809087117513) | > loss_mel: 15.280189514160156 (17.175357341766357) | > loss_duration: 2.365065574645996 (2.4136752486228943) | > loss_1: 29.443458557128906 (31.77025270462036)  --> STEP: 13 | > loss_disc: 2.2846481800079346 (2.382012128829956) | > loss_disc_real_0: 0.2001802623271942 (0.19573080998200637) | > loss_disc_real_1: 0.21579718589782715 (0.21256965513412768) | > loss_disc_real_2: 0.14146503806114197 (0.2034667684481694) | > loss_disc_real_3: 0.15278364717960358 (0.20307219143097216) | > loss_disc_real_4: 0.15803924202919006 (0.21317803171964791) | > loss_disc_real_5: 0.2350648045539856 (0.24063239418543303) | > loss_0: 2.2846481800079346 (2.382012128829956) | > loss_gen: 2.440256118774414 (2.4568099058591404) | > loss_kl: 3.405686378479004 (3.2849975549257717) | > loss_feat: 6.656914710998535 (6.464154243469238) | > loss_mel: 15.36548137664795 (17.036136113680325) | > loss_duration: 2.2861313819885254 (2.403864181958712) | > loss_1: 30.154468536376953 (31.645961614755485)  --> STEP: 14 | > loss_disc: 2.3684942722320557 (2.381046567644392) | > loss_disc_real_0: 0.15545737743377686 (0.1928541362285614) | > loss_disc_real_1: 0.12426797300577164 (0.2062623921249594) | > loss_disc_real_2: 0.2598218321800232 (0.20749213014330184) | > loss_disc_real_3: 0.2594170868396759 (0.20709682681730815) | > loss_disc_real_4: 0.23577816784381866 (0.21479232715708868) | > loss_disc_real_5: 0.26984891295433044 (0.2427192883832114) | > loss_0: 2.3684942722320557 (2.381046567644392) | > loss_gen: 2.4469566345214844 (2.4561061007635936) | > loss_kl: 3.9262969493865967 (3.3308046545301164) | > loss_feat: 5.706753730773926 (6.4100542068481445) | > loss_mel: 18.014724731445312 (17.10603530066354) | > loss_duration: 2.4400486946105957 (2.406448790005275) | > loss_1: 32.53478240966797 (31.70944881439209)  --> STEP: 15 | > loss_disc: 2.570279359817505 (2.3936620871225993) | > loss_disc_real_0: 0.22654788196086884 (0.19510038594404858) | > loss_disc_real_1: 0.3623245358467102 (0.21666653503974279) | > loss_disc_real_2: 0.22805503010749817 (0.20886299014091492) | > loss_disc_real_3: 0.24390383064746857 (0.20955062707265218) | > loss_disc_real_4: 0.24750621616840363 (0.21697325309117635) | > loss_disc_real_5: 0.2968614101409912 (0.2463287631670634) | > loss_0: 2.570279359817505 (2.3936620871225993) | > loss_gen: 2.8030343055725098 (2.4792346477508547) | > loss_kl: 3.597174882888794 (3.3485626697540285) | > loss_feat: 7.751834392547607 (6.499506219228109) | > loss_mel: 18.61663818359375 (17.206742159525554) | > loss_duration: 2.3687031269073486 (2.4039324124654136) | > loss_1: 35.137386322021484 (31.937977981567382)  --> STEP: 16 | > loss_disc: 2.514941453933716 (2.401242047548294) | > loss_disc_real_0: 0.18917503952980042 (0.19473005179315805) | > loss_disc_real_1: 0.2951009273529053 (0.22156868455931544) | > loss_disc_real_2: 0.1787990927696228 (0.20698399655520916) | > loss_disc_real_3: 0.19711093604564667 (0.20877314638346434) | > loss_disc_real_4: 0.20377612113952637 (0.21614843234419823) | > loss_disc_real_5: 0.23412775993347168 (0.2455662004649639) | > loss_0: 2.514941453933716 (2.401242047548294) | > loss_gen: 2.4716954231262207 (2.478763446211815) | > loss_kl: 3.4510881900787354 (3.3549705147743225) | > loss_feat: 8.353914260864258 (6.615406721830368) | > loss_mel: 16.985496520996094 (17.192914307117462) | > loss_duration: 2.463116407394409 (2.4076314121484756) | > loss_1: 33.725311279296875 (32.049686312675476)  --> STEP: 17 | > loss_disc: 2.3858518600463867 (2.400336742401123) | > loss_disc_real_0: 0.20290808379650116 (0.19521111249923706) | > loss_disc_real_1: 0.2126818299293518 (0.2210459284046117) | > loss_disc_real_2: 0.24406832456588745 (0.20916542761466084) | > loss_disc_real_3: 0.21738731861114502 (0.2092798623968573) | > loss_disc_real_4: 0.24001625180244446 (0.21755242172409506) | > loss_disc_real_5: 0.2817018926143646 (0.24769182941492865) | > loss_0: 2.3858518600463867 (2.400336742401123) | > loss_gen: 2.7384772300720215 (2.4940407276153564) | > loss_kl: 2.9888603687286377 (3.333434623830459) | > loss_feat: 6.131501197814941 (6.586941691005931) | > loss_mel: 16.246192932128906 (17.137224814471075) | > loss_duration: 2.5248875617980957 (2.4145288327161003) | > loss_1: 30.629919052124023 (31.966170591466568)  --> STEP: 18 | > loss_disc: 2.394329071044922 (2.4000029828813343) | > loss_disc_real_0: 0.17766866087913513 (0.19423653185367584) | > loss_disc_real_1: 0.13867835700511932 (0.21646995221575102) | > loss_disc_real_2: 0.2052445411682129 (0.20894760058985817) | > loss_disc_real_3: 0.174174502491951 (0.20732956462436253) | > loss_disc_real_4: 0.21349690854549408 (0.21732711543639502) | > loss_disc_real_5: 0.19632060825824738 (0.24483787268400192) | > loss_0: 2.394329071044922 (2.4000029828813343) | > loss_gen: 2.1756770610809326 (2.4763538572523327) | > loss_kl: 3.018561601638794 (3.315941678153144) | > loss_feat: 7.892712593078613 (6.659484518898858) | > loss_mel: 19.189481735229492 (17.251239087846542) | > loss_duration: 2.269791603088379 (2.4064878755145602) | > loss_1: 34.54622268676758 (32.10950681898329)  --> STEP: 19 | > loss_disc: 2.5008933544158936 (2.4053130024357845) | > loss_disc_real_0: 0.233538419008255 (0.19630505223023265) | > loss_disc_real_1: 0.32678771018981934 (0.22227615000385986) | > loss_disc_real_2: 0.29929688572883606 (0.21370282612348857) | > loss_disc_real_3: 0.2166420817375183 (0.2078196971040023) | > loss_disc_real_4: 0.20853398740291595 (0.21686431922410665) | > loss_disc_real_5: 0.2728659212589264 (0.24631303313531375) | > loss_0: 2.5008933544158936 (2.4053130024357845) | > loss_gen: 2.687154769897461 (2.4874486421283923) | > loss_kl: 2.313983917236328 (3.263207059157522) | > loss_feat: 6.713877201080322 (6.662347291645251) | > loss_mel: 16.212379455566406 (17.196562265094958) | > loss_duration: 2.409736156463623 (2.406658837669774) | > loss_1: 30.33713150024414 (32.0162239074707)  --> STEP: 20 | > loss_disc: 2.3216781616210938 (2.40113126039505) | > loss_disc_real_0: 0.24587465822696686 (0.19878353253006936) | > loss_disc_real_1: 0.20380772650241852 (0.22135272882878781) | > loss_disc_real_2: 0.23592491447925568 (0.21481393054127693) | > loss_disc_real_3: 0.23531793057918549 (0.20919460877776147) | > loss_disc_real_4: 0.20631656050682068 (0.21633693128824233) | > loss_disc_real_5: 0.26380017399787903 (0.247187390178442) | > loss_0: 2.3216781616210938 (2.40113126039505) | > loss_gen: 3.0271036624908447 (2.514431393146515) | > loss_kl: 2.3459653854370117 (3.2173449754714967) | > loss_feat: 7.394811153411865 (6.698970484733581) | > loss_mel: 19.070552825927734 (17.290261793136597) | > loss_duration: 2.2636375427246094 (2.399507772922516) | > loss_1: 34.10206985473633 (32.12051620483398)  --> STEP: 21 | > loss_disc: 2.6214208602905273 (2.411621241342454) | > loss_disc_real_0: 0.21576839685440063 (0.19959233559313275) | > loss_disc_real_1: 0.2573183476924896 (0.22306537734610693) | > loss_disc_real_2: 0.23433683812618256 (0.21574359280722483) | > loss_disc_real_3: 0.18991507589817047 (0.20827653578349523) | > loss_disc_real_4: 0.21376803517341614 (0.21621460290182204) | > loss_disc_real_5: 0.23208200931549072 (0.24646808632782527) | > loss_0: 2.6214208602905273 (2.411621241342454) | > loss_gen: 2.194344997406006 (2.4991891838255382) | > loss_kl: 2.4465396404266357 (3.1806399595169794) | > loss_feat: 4.99461555480957 (6.6178107261657715) | > loss_mel: 15.82296085357666 (17.22039031982422) | > loss_duration: 2.1883177757263184 (2.3894511063893638) | > loss_1: 27.646780014038086 (31.907481148129417)  --> STEP: 22 | > loss_disc: 2.377079486846924 (2.4100511615926568) | > loss_disc_real_0: 0.1396678388118744 (0.19686849483034827) | > loss_disc_real_1: 0.16797728836536407 (0.22056137330152772) | > loss_disc_real_2: 0.24916772544384003 (0.2172628715634346) | > loss_disc_real_3: 0.1774519979953766 (0.20687542042948984) | > loss_disc_real_4: 0.14205248653888702 (0.21284359761259772) | > loss_disc_real_5: 0.1595875471830368 (0.24251897091215308) | > loss_0: 2.377079486846924 (2.4100511615926568) | > loss_gen: 2.2908225059509277 (2.489717971194874) | > loss_kl: 2.390554428100586 (3.1447269808162344) | > loss_feat: 7.325119495391846 (6.649961124766957) | > loss_mel: 20.060522079467773 (17.349487217989836) | > loss_duration: 2.2031283378601074 (2.3809818896380337) | > loss_1: 34.270145416259766 (32.01487497849898)  --> STEP: 23 | > loss_disc: 2.3669955730438232 (2.408179179481838) | > loss_disc_real_0: 0.22919388115406036 (0.1982739464096401) | > loss_disc_real_1: 0.20989175140857697 (0.2200974766974864) | > loss_disc_real_2: 0.15340009331703186 (0.2144862290309823) | > loss_disc_real_3: 0.28681808710098267 (0.2103511885456417) | > loss_disc_real_4: 0.23675626516342163 (0.21388327881045963) | > loss_disc_real_5: 0.28657767176628113 (0.24443456660146298) | > loss_0: 2.3669955730438232 (2.408179179481838) | > loss_gen: 2.7220585346221924 (2.499819734822149) | > loss_kl: 3.642723798751831 (3.1663790163786514) | > loss_feat: 6.270651817321777 (6.633469415747601) | > loss_mel: 17.283479690551758 (17.346617325492527) | > loss_duration: 2.2886176109313965 (2.3769660514333975) | > loss_1: 32.2075309753418 (32.0232513261878)  --> STEP: 24 | > loss_disc: 2.5421857833862305 (2.4137627879778543) | > loss_disc_real_0: 0.18062135577201843 (0.1975384217997392) | > loss_disc_real_1: 0.26224619150161743 (0.2218536731476585) | > loss_disc_real_2: 0.21875254809856415 (0.21466399232546488) | > loss_disc_real_3: 0.2563450038433075 (0.21226759751637778) | > loss_disc_real_4: 0.2426058053970337 (0.2150800507515669) | > loss_disc_real_5: 0.26220178604125977 (0.24517486741145453) | > loss_0: 2.5421857833862305 (2.4137627879778543) | > loss_gen: 2.277984857559204 (2.490576614936193) | > loss_kl: 2.798527717590332 (3.151051878929138) | > loss_feat: 5.384856700897217 (6.581443885962169) | > loss_mel: 17.617599487304688 (17.357908248901367) | > loss_duration: 2.4938302040100098 (2.3818353911240897) | > loss_1: 30.572797775268555 (31.962815761566162)  --> STEP: 25 | > loss_disc: 2.565802574157715 (2.419844379425049) | > loss_disc_real_0: 0.18057864904403687 (0.1968600308895111) | > loss_disc_real_1: 0.22185161709785461 (0.22185359090566636) | > loss_disc_real_2: 0.2301407903432846 (0.21528306424617769) | > loss_disc_real_3: 0.2538670599460602 (0.21393157601356505) | > loss_disc_real_4: 0.26053598523139954 (0.2168982881307602) | > loss_disc_real_5: 0.2856629192829132 (0.24679438948631285) | > loss_0: 2.565802574157715 (2.419844379425049) | > loss_gen: 2.3700504302978516 (2.485755567550659) | > loss_kl: 3.042858839035034 (3.146724157333374) | > loss_feat: 6.930251121520996 (6.595396175384521) | > loss_mel: 16.288366317749023 (17.315126571655274) | > loss_duration: 2.4369921684265137 (2.3840416622161866) | > loss_1: 31.068519592285156 (31.927043914794922)  --> STEP: 26 | > loss_disc: 2.744640588760376 (2.4323365413225617) | > loss_disc_real_0: 0.24459584057331085 (0.19869602356965727) | > loss_disc_real_1: 0.31574636697769165 (0.22546485152382117) | > loss_disc_real_2: 0.20813946425914764 (0.21500831040052268) | > loss_disc_real_3: 0.19357527792453766 (0.2131486414716794) | > loss_disc_real_4: 0.19851866364479065 (0.21619137949668443) | > loss_disc_real_5: 0.23464447259902954 (0.24632708499064812) | > loss_0: 2.744640588760376 (2.4323365413225617) | > loss_gen: 1.9344208240509033 (2.4645503851083608) | > loss_kl: 2.3792502880096436 (3.1172059315901537) | > loss_feat: 5.236220836639404 (6.543120200817402) | > loss_mel: 13.06762981414795 (17.151761311751144) | > loss_duration: 2.329923629760742 (2.3819601994294386) | > loss_1: 24.947446823120117 (31.65859787280743) --> EVAL PERFORMANCE | > avg_loader_time: 0.002323324863727276 (-0.00017392635345459028) | > avg_loss_disc: 2.4323365413225617 (+0.06192452173966645) | > avg_loss_disc_real_0: 0.19869602356965727 (+0.07489883068662426) | > avg_loss_disc_real_1: 0.22546485152382117 (+0.01360910271222776) | > avg_loss_disc_real_2: 0.21500831040052268 (+0.02775641072254914) | > avg_loss_disc_real_3: 0.2131486414716794 (-0.02325043196861562) | > avg_loss_disc_real_4: 0.21619137949668443 (-0.00389790735565701) | > avg_loss_disc_real_5: 0.24632708499064812 (+0.01703761804562348) | > avg_loss_0: 2.4323365413225617 (+0.06192452173966645) | > avg_loss_gen: 2.4645503851083608 (+0.0983197780755849) | > avg_loss_kl: 3.1172059315901537 (+0.10292639182164143) | > avg_loss_feat: 6.543120200817402 (-0.49176282149094774) | > avg_loss_mel: 17.151761311751144 (+0.081611743340126) | > avg_loss_duration: 2.3819601994294386 (+0.014169940581687968) | > avg_loss_1: 31.65859787280743 (-0.1947353803194467)  > EPOCH: 907/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:27:06)   --> TIME: 2024-06-12 07:27:12 -- STEP: 14/330 -- GLOBAL_STEP: 387325 | > loss_disc: 2.248619318008423 (2.297619717461722) | > loss_disc_real_0: 0.09851867705583572 (0.09755274174468857) | > loss_disc_real_1: 0.20499077439308167 (0.19417557333196914) | > loss_disc_real_2: 0.22349993884563446 (0.21020424365997314) | > loss_disc_real_3: 0.21668611466884613 (0.2186519450375012) | > loss_disc_real_4: 0.2443678081035614 (0.22670491252626693) | > loss_disc_real_5: 0.2333495020866394 (0.2218128570488521) | > loss_0: 2.248619318008423 (2.297619717461722) | > grad_norm_0: tensor(13.5370, device='cuda:0') (tensor(8.6692, device='cuda:0')) | > loss_gen: 2.6553096771240234 (2.5056196621486118) | > loss_kl: 1.7990325689315796 (1.9535764030047826) | > loss_feat: 7.448823928833008 (7.002657924379621) | > loss_mel: 16.815969467163086 (17.59830788203648) | > loss_duration: 1.9870647192001343 (2.0546444739614214) | > loss_1: 30.706199645996094 (31.114805630275182) | > grad_norm_1: tensor(166.6688, device='cuda:0') (tensor(104.0022, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3423 (0.35575887135096956) | > loader_time: 0.0029 (0.0030133724212646484)  --> TIME: 2024-06-12 07:27:22 -- STEP: 39/330 -- GLOBAL_STEP: 387350 | > loss_disc: 2.2324047088623047 (2.3116439244686022) | > loss_disc_real_0: 0.07787075638771057 (0.09886081058245437) | > loss_disc_real_1: 0.14082065224647522 (0.19105179416827667) | > loss_disc_real_2: 0.18594865500926971 (0.20786903913204485) | > loss_disc_real_3: 0.23909437656402588 (0.22747322038198128) | > loss_disc_real_4: 0.23190784454345703 (0.23146468362747094) | > loss_disc_real_5: 0.2108663022518158 (0.22312535918675935) | > loss_0: 2.2324047088623047 (2.3116439244686022) | > grad_norm_0: tensor(12.1641, device='cuda:0') (tensor(9.1040, device='cuda:0')) | > loss_gen: 2.5466408729553223 (2.5142768713144155) | > loss_kl: 2.12211537361145 (1.9432012759722197) | > loss_feat: 7.858460426330566 (7.029438617901924) | > loss_mel: 16.664722442626953 (17.36643419510279) | > loss_duration: 1.9658410549163818 (1.9973617700430066) | > loss_1: 31.157779693603516 (30.850712556105393) | > grad_norm_1: tensor(71.2340, device='cuda:0') (tensor(99.6497, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3615 (0.36772534786126554) | > loader_time: 0.0042 (0.0034368038177490234)  --> TIME: 2024-06-12 07:27:32 -- STEP: 64/330 -- GLOBAL_STEP: 387375 | > loss_disc: 2.3306193351745605 (2.335031300783157) | > loss_disc_real_0: 0.11170750856399536 (0.10197019088082014) | > loss_disc_real_1: 0.22875098884105682 (0.19564992049708962) | > loss_disc_real_2: 0.21341411769390106 (0.21009716438129544) | > loss_disc_real_3: 0.2205241471529007 (0.22804409824311733) | > loss_disc_real_4: 0.2422136515378952 (0.23179220245219767) | > loss_disc_real_5: 0.22449836134910583 (0.22157862945459783) | > loss_0: 2.3306193351745605 (2.335031300783157) | > grad_norm_0: tensor(14.1686, device='cuda:0') (tensor(8.9033, device='cuda:0')) | > loss_gen: 2.511723041534424 (2.4964122287929067) | > loss_kl: 2.088967800140381 (1.9648479297757149) | > loss_feat: 6.992397785186768 (7.0535328313708305) | > loss_mel: 17.179019927978516 (17.33672007918358) | > loss_duration: 2.0151407718658447 (1.984238835051656) | > loss_1: 30.787248611450195 (30.835751682519913) | > grad_norm_1: tensor(131.6309, device='cuda:0') (tensor(99.5106, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3837 (0.37376720458269125) | > loader_time: 0.0042 (0.0036735720932483673)  --> TIME: 2024-06-12 07:27:42 -- STEP: 89/330 -- GLOBAL_STEP: 387400 | > loss_disc: 2.371786594390869 (2.344437162527876) | > loss_disc_real_0: 0.09176512062549591 (0.10382558690028244) | > loss_disc_real_1: 0.22223174571990967 (0.19657165113459812) | > loss_disc_real_2: 0.20967794954776764 (0.20850558763139704) | > loss_disc_real_3: 0.22071795165538788 (0.22766347296452255) | > loss_disc_real_4: 0.23784154653549194 (0.23284370125679488) | > loss_disc_real_5: 0.24861487746238708 (0.22426966937740192) | > loss_0: 2.371786594390869 (2.344437162527876) | > grad_norm_0: tensor(7.2252, device='cuda:0') (tensor(9.1200, device='cuda:0')) | > loss_gen: 2.4913063049316406 (2.4862404405400995) | > loss_kl: 1.9752429723739624 (1.9832371098271917) | > loss_feat: 6.961153984069824 (6.997457557849669) | > loss_mel: 16.535324096679688 (17.25580637642507) | > loss_duration: 2.0110602378845215 (1.9802135028196184) | > loss_1: 29.974088668823242 (30.70295481735401) | > grad_norm_1: tensor(116.0939, device='cuda:0') (tensor(103.4971, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3753 (0.3760188858160811) | > loader_time: 0.0043 (0.0038107298733143324)  --> TIME: 2024-06-12 07:27:51 -- STEP: 114/330 -- GLOBAL_STEP: 387425 | > loss_disc: 2.4330756664276123 (2.352832028740329) | > loss_disc_real_0: 0.13757824897766113 (0.10688724636770132) | > loss_disc_real_1: 0.22662636637687683 (0.1968232015507263) | > loss_disc_real_2: 0.1667875498533249 (0.2082548597664164) | > loss_disc_real_3: 0.25859230756759644 (0.22829620461714895) | > loss_disc_real_4: 0.2408323884010315 (0.23390484065340275) | > loss_disc_real_5: 0.23804837465286255 (0.22422832407449417) | > loss_0: 2.4330756664276123 (2.352832028740329) | > grad_norm_0: tensor(8.2052, device='cuda:0') (tensor(9.2500, device='cuda:0')) | > loss_gen: 2.4868874549865723 (2.482582173849407) | > loss_kl: 1.9380714893341064 (1.9882109060622097) | > loss_feat: 7.160921573638916 (6.990557540927017) | > loss_mel: 17.34113883972168 (17.24263728292365) | > loss_duration: 2.000462770462036 (1.9824479598748057) | > loss_1: 30.92748260498047 (30.686435766387405) | > grad_norm_1: tensor(91.3789, device='cuda:0') (tensor(111.6185, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3584 (0.3771633579019914) | > loader_time: 0.0046 (0.0038471891168962444)  --> TIME: 2024-06-12 07:28:01 -- STEP: 139/330 -- GLOBAL_STEP: 387450 | > loss_disc: 2.3937911987304688 (2.3595044252683772) | > loss_disc_real_0: 0.09419012814760208 (0.10930059887736822) | > loss_disc_real_1: 0.19822992384433746 (0.19676019304947887) | > loss_disc_real_2: 0.17937186360359192 (0.2091799996954074) | > loss_disc_real_3: 0.23532076179981232 (0.22908872355231277) | > loss_disc_real_4: 0.23995883762836456 (0.23408450840188444) | > loss_disc_real_5: 0.2521878480911255 (0.22462363562566767) | > loss_0: 2.3937911987304688 (2.3595044252683772) | > grad_norm_0: tensor(12.6979, device='cuda:0') (tensor(9.7423, device='cuda:0')) | > loss_gen: 2.4226667881011963 (2.4739913631686203) | > loss_kl: 2.002863883972168 (1.9916991252693341) | > loss_feat: 6.3392333984375 (6.961189400377891) | > loss_mel: 16.43373680114746 (17.232587608502065) | > loss_duration: 2.051851272583008 (1.9878018271151205) | > loss_1: 29.250350952148438 (30.64726921465757) | > grad_norm_1: tensor(100.0157, device='cuda:0') (tensor(114.4055, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3809 (0.3766904494745268) | > loader_time: 0.0051 (0.003935901381128984)  --> TIME: 2024-06-12 07:28:11 -- STEP: 164/330 -- GLOBAL_STEP: 387475 | > loss_disc: 2.4461917877197266 (2.3621095186326544) | > loss_disc_real_0: 0.1639481633901596 (0.11071860840226092) | > loss_disc_real_1: 0.21012887358665466 (0.1964606639088654) | > loss_disc_real_2: 0.2155926525592804 (0.20917321087383642) | > loss_disc_real_3: 0.2332170456647873 (0.22937634351049982) | > loss_disc_real_4: 0.24563513696193695 (0.23366377248269757) | > loss_disc_real_5: 0.25095292925834656 (0.2244071276267854) | > loss_0: 2.4461917877197266 (2.3621095186326544) | > grad_norm_0: tensor(12.6721, device='cuda:0') (tensor(10.0482, device='cuda:0')) | > loss_gen: 2.418438673019409 (2.470475336400474) | > loss_kl: 2.127613067626953 (1.999971322897004) | > loss_feat: 6.386916637420654 (6.943116510786663) | > loss_mel: 16.623659133911133 (17.204103830384046) | > loss_duration: 2.0758094787597656 (1.992031702908074) | > loss_1: 29.632436752319336 (30.609698632868326) | > grad_norm_1: tensor(137.4563, device='cuda:0') (tensor(115.5538, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3795 (0.3770617493769018) | > loader_time: 0.0042 (0.0039881177064849125)  --> TIME: 2024-06-12 07:28:21 -- STEP: 189/330 -- GLOBAL_STEP: 387500 | > loss_disc: 2.3391332626342773 (2.3641929676923774) | > loss_disc_real_0: 0.1176261156797409 (0.11250688734824064) | > loss_disc_real_1: 0.1863165944814682 (0.19629789991353555) | > loss_disc_real_2: 0.23646944761276245 (0.2092302254741154) | > loss_disc_real_3: 0.20275633037090302 (0.22905481476632375) | > loss_disc_real_4: 0.22460320591926575 (0.23393835750206438) | > loss_disc_real_5: 0.22066491842269897 (0.2245274737240776) | > loss_0: 2.3391332626342773 (2.3641929676923774) | > grad_norm_0: tensor(23.9803, device='cuda:0') (tensor(10.4648, device='cuda:0')) | > loss_gen: 2.394658327102661 (2.4641280855451306) | > loss_kl: 1.9416744709014893 (2.009197274213115) | > loss_feat: 6.150502681732178 (6.928604887906838) | > loss_mel: 16.41292381286621 (17.162441495865117) | > loss_duration: 2.069751501083374 (2.0001082647414434) | > loss_1: 28.969511032104492 (30.564479959074152) | > grad_norm_1: tensor(327.9112, device='cuda:0') (tensor(126.0604, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.4061 (0.3796506470473356) | > loader_time: 0.005 (0.0040943887498643685) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_387500.pth  --> TIME: 2024-06-12 07:28:36 -- STEP: 214/330 -- GLOBAL_STEP: 387525 | > loss_disc: 2.4121222496032715 (2.3654799372236295) | > loss_disc_real_0: 0.09480592608451843 (0.11374398428842286) | > loss_disc_real_1: 0.2216612696647644 (0.1964318608847734) | > loss_disc_real_2: 0.2506099045276642 (0.20988638399638862) | > loss_disc_real_3: 0.2370685189962387 (0.22933637615397712) | > loss_disc_real_4: 0.25047099590301514 (0.2332506823205502) | > loss_disc_real_5: 0.22365392744541168 (0.22361827133414902) | > loss_0: 2.4121222496032715 (2.3654799372236295) | > grad_norm_0: tensor(39.6564, device='cuda:0') (tensor(11.9632, device='cuda:0')) | > loss_gen: 2.4129526615142822 (2.4674577189383102) | > loss_kl: 2.038877248764038 (2.0148283527276223) | > loss_feat: 6.737005233764648 (6.942612514317593) | > loss_mel: 17.10698890686035 (17.130866291367013) | > loss_duration: 2.115914821624756 (2.007963364926453) | > loss_1: 30.411739349365234 (30.56372817208834) | > grad_norm_1: tensor(274.9811, device='cuda:0') (tensor(144.4336, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.3999 (0.383364189450986) | > loader_time: 0.0052 (0.0042131025100422825)  --> TIME: 2024-06-12 07:28:47 -- STEP: 239/330 -- GLOBAL_STEP: 387550 | > loss_disc: 2.312549352645874 (2.3639199993101614) | > loss_disc_real_0: 0.06604607403278351 (0.11424500492077991) | > loss_disc_real_1: 0.1949770450592041 (0.1962896725747376) | > loss_disc_real_2: 0.2159690111875534 (0.20957650699376063) | > loss_disc_real_3: 0.2249516099691391 (0.2291586031225436) | > loss_disc_real_4: 0.21823248267173767 (0.23311278211521802) | > loss_disc_real_5: 0.19163404405117035 (0.22323849111421337) | > loss_0: 2.312549352645874 (2.3639199993101614) | > grad_norm_0: tensor(30.8720, device='cuda:0') (tensor(14.4090, device='cuda:0')) | > loss_gen: 2.5150628089904785 (2.476366497981498) | > loss_kl: 1.9591009616851807 (2.0180869147368554) | > loss_feat: 7.290751934051514 (6.952049446904012) | > loss_mel: 17.507232666015625 (17.081487547902398) | > loss_duration: 2.0721025466918945 (2.0168139350962937) | > loss_1: 31.344249725341797 (30.54480431369159) | > grad_norm_1: tensor(489.6475, device='cuda:0') (tensor(172.1834, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.4313 (0.3868374714791526) | > loader_time: 0.0058 (0.004370214550066198)  --> TIME: 2024-06-12 07:28:58 -- STEP: 264/330 -- GLOBAL_STEP: 387575 | > loss_disc: 2.323387384414673 (2.3693617374608) | > loss_disc_real_0: 0.11376655101776123 (0.1155256660598697) | > loss_disc_real_1: 0.17682966589927673 (0.19682010788131843) | > loss_disc_real_2: 0.19563482701778412 (0.21015370507357697) | > loss_disc_real_3: 0.1961643546819687 (0.2295374029287786) | > loss_disc_real_4: 0.2318141907453537 (0.23383765227415346) | > loss_disc_real_5: 0.20708738267421722 (0.22321140783076937) | > loss_0: 2.323387384414673 (2.3693617374608) | > grad_norm_0: tensor(29.6923, device='cuda:0') (tensor(15.0861, device='cuda:0')) | > loss_gen: 2.449532985687256 (2.4729165028442033) | > loss_kl: 2.0072617530822754 (2.019974464719945) | > loss_feat: 7.082225799560547 (6.961993925499194) | > loss_mel: 16.4269962310791 (17.05972986149067) | > loss_duration: 2.1548478603363037 (2.0248741692665853) | > loss_1: 30.120864868164062 (30.539488915241126) | > grad_norm_1: tensor(480.7589, device='cuda:0') (tensor(189.1794, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.4303 (0.39025936614383355) | > loader_time: 0.006 (0.0044825492483196875)  --> TIME: 2024-06-12 07:29:09 -- STEP: 289/330 -- GLOBAL_STEP: 387600 | > loss_disc: 2.4245734214782715 (2.368657456962294) | > loss_disc_real_0: 0.13862088322639465 (0.11667749131014603) | > loss_disc_real_1: 0.22933566570281982 (0.19658303889848783) | > loss_disc_real_2: 0.2395811378955841 (0.2102059402267826) | > loss_disc_real_3: 0.24009183049201965 (0.229272378821274) | > loss_disc_real_4: 0.2305016815662384 (0.23327912570695977) | > loss_disc_real_5: 0.21852925419807434 (0.223001750849935) | > loss_0: 2.4245734214782715 (2.368657456962294) | > grad_norm_0: tensor(27.3559, device='cuda:0') (tensor(16.0390, device='cuda:0')) | > loss_gen: 2.6758925914764404 (2.4729674233697265) | > loss_kl: 1.9332116842269897 (2.0251516017121847) | > loss_feat: 7.311578750610352 (6.976743759168474) | > loss_mel: 16.145259857177734 (17.00874070230242) | > loss_duration: 2.174741268157959 (2.034771234931418) | > loss_1: 30.24068260192871 (30.518374723546646) | > grad_norm_1: tensor(452.5990, device='cuda:0') (tensor(203.5392, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.4478 (0.39476414947773764) | > loader_time: 0.0063 (0.004624996218301851)  --> TIME: 2024-06-12 07:29:22 -- STEP: 314/330 -- GLOBAL_STEP: 387625 | > loss_disc: 2.3221826553344727 (2.370843901755703) | > loss_disc_real_0: 0.12487465143203735 (0.11801024312805977) | > loss_disc_real_1: 0.20067380368709564 (0.19697310894158235) | > loss_disc_real_2: 0.1916455775499344 (0.2102138163747302) | > loss_disc_real_3: 0.2394644021987915 (0.22956549086768158) | > loss_disc_real_4: 0.21740257740020752 (0.2336728727077223) | > loss_disc_real_5: 0.21146553754806519 (0.2230547859695307) | > loss_0: 2.3221826553344727 (2.370843901755703) | > grad_norm_0: tensor(34.0848, device='cuda:0') (tensor(16.6465, device='cuda:0')) | > loss_gen: 2.40584659576416 (2.469963874786522) | > loss_kl: 2.009765148162842 (2.029922381707817) | > loss_feat: 7.931718826293945 (6.981232306000534) | > loss_mel: 16.905977249145508 (16.953970711702027) | > loss_duration: 2.24049711227417 (2.0477491590627435) | > loss_1: 31.493804931640625 (30.482838381627563) | > grad_norm_1: tensor(538.7881, device='cuda:0') (tensor(213.5041, device='cuda:0')) | > current_lr_0: 0.00017856189289370284 | > current_lr_1: 0.00017856189289370284 | > step_time: 0.5449 (0.40264161908702495) | > loader_time: 0.009 (0.004823831236286532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.708402395248413 (2.708402395248413) | > loss_disc_real_0: 0.22805964946746826 (0.22805964946746826) | > loss_disc_real_1: 0.21246469020843506 (0.21246469020843506) | > loss_disc_real_2: 0.23487423360347748 (0.23487423360347748) | > loss_disc_real_3: 0.2767709791660309 (0.2767709791660309) | > loss_disc_real_4: 0.2637498378753662 (0.2637498378753662) | > loss_disc_real_5: 0.2767540216445923 (0.2767540216445923) | > loss_0: 2.708402395248413 (2.708402395248413) | > loss_gen: 2.300215721130371 (2.300215721130371) | > loss_kl: 2.8960063457489014 (2.8960063457489014) | > loss_feat: 5.613029479980469 (5.613029479980469) | > loss_mel: 15.677629470825195 (15.677629470825195) | > loss_duration: 3.111135721206665 (3.111135721206665) | > loss_1: 29.5980167388916 (29.5980167388916)  --> STEP: 1 | > loss_disc: 2.5487446784973145 (2.5487446784973145) | > loss_disc_real_0: 0.16834011673927307 (0.16834011673927307) | > loss_disc_real_1: 0.1575218141078949 (0.1575218141078949) | > loss_disc_real_2: 0.2170933485031128 (0.2170933485031128) | > loss_disc_real_3: 0.22326454520225525 (0.22326454520225525) | > loss_disc_real_4: 0.26799535751342773 (0.26799535751342773) | > loss_disc_real_5: 0.27186986804008484 (0.27186986804008484) | > loss_0: 2.5487446784973145 (2.5487446784973145) | > loss_gen: 2.3469858169555664 (2.3469858169555664) | > loss_kl: 3.5527145862579346 (3.5527145862579346) | > loss_feat: 6.351561069488525 (6.351561069488525) | > loss_mel: 17.471309661865234 (17.471309661865234) | > loss_duration: 2.466160297393799 (2.466160297393799) | > loss_1: 32.1887321472168 (32.1887321472168)  --> STEP: 2 | > loss_disc: 2.375791549682617 (2.462268114089966) | > loss_disc_real_0: 0.09945343434810638 (0.13389677554368973) | > loss_disc_real_1: 0.16390402615070343 (0.16071292012929916) | > loss_disc_real_2: 0.24721179902553558 (0.2321525737643242) | > loss_disc_real_3: 0.24323280155658722 (0.23324867337942123) | > loss_disc_real_4: 0.1854511946439743 (0.22672327607870102) | > loss_disc_real_5: 0.2669433653354645 (0.26940661668777466) | > loss_0: 2.375791549682617 (2.462268114089966) | > loss_gen: 2.289033889770508 (2.318009853363037) | > loss_kl: 2.611978054046631 (3.0823463201522827) | > loss_feat: 5.483295917510986 (5.917428493499756) | > loss_mel: 19.545940399169922 (18.508625030517578) | > loss_duration: 2.477247714996338 (2.4717040061950684) | > loss_1: 32.40749740600586 (32.29811477661133)  --> STEP: 3 | > loss_disc: 2.439774513244629 (2.45477024714152) | > loss_disc_real_0: 0.1686616837978363 (0.14548507829507193) | > loss_disc_real_1: 0.24957530200481415 (0.19033371408780417) | > loss_disc_real_2: 0.16883307695388794 (0.21104607482751211) | > loss_disc_real_3: 0.2579634487628937 (0.2414869318405787) | > loss_disc_real_4: 0.22227227687835693 (0.22523960967858633) | > loss_disc_real_5: 0.230491504073143 (0.25643491248289746) | > loss_0: 2.439774513244629 (2.45477024714152) | > loss_gen: 2.1807305812835693 (2.2722500960032144) | > loss_kl: 3.1996142864227295 (3.1214356422424316) | > loss_feat: 4.610848903656006 (5.481901963551839) | > loss_mel: 13.858280181884766 (16.95851008097331) | > loss_duration: 2.4750423431396484 (2.472816785176595) | > loss_1: 26.32451629638672 (30.306915283203125)  --> STEP: 4 | > loss_disc: 2.358407974243164 (2.430679678916931) | > loss_disc_real_0: 0.10071737319231033 (0.13429315201938152) | > loss_disc_real_1: 0.20450043678283691 (0.19387539476156235) | > loss_disc_real_2: 0.1649605631828308 (0.19952469691634178) | > loss_disc_real_3: 0.23646865785121918 (0.24023236334323883) | > loss_disc_real_4: 0.17494763433933258 (0.2126666158437729) | > loss_disc_real_5: 0.15780045092105865 (0.23177629709243774) | > loss_0: 2.358407974243164 (2.430679678916931) | > loss_gen: 2.315582275390625 (2.283083140850067) | > loss_kl: 3.3733177185058594 (3.1844061613082886) | > loss_feat: 7.7214035987854 (6.0417773723602295) | > loss_mel: 18.273529052734375 (17.287264823913574) | > loss_duration: 2.37917423248291 (2.449406147003174) | > loss_1: 34.06300735473633 (31.245938301086426)  --> STEP: 5 | > loss_disc: 2.313981056213379 (2.4073399543762206) | > loss_disc_real_0: 0.19052517414093018 (0.14553955644369126) | > loss_disc_real_1: 0.15618951618671417 (0.1863382190465927) | > loss_disc_real_2: 0.16100816428661346 (0.1918213903903961) | > loss_disc_real_3: 0.26100823283195496 (0.24438753724098206) | > loss_disc_real_4: 0.20816557109355927 (0.21176640689373016) | > loss_disc_real_5: 0.18424026668071747 (0.22226909101009368) | > loss_0: 2.313981056213379 (2.4073399543762206) | > loss_gen: 2.341634750366211 (2.294793462753296) | > loss_kl: 2.965651750564575 (3.140655279159546) | > loss_feat: 6.4507527351379395 (6.123572444915771) | > loss_mel: 18.41172218322754 (17.512156295776368) | > loss_duration: 2.3212971687316895 (2.423784351348877) | > loss_1: 32.491058349609375 (31.494962310791017)  --> STEP: 6 | > loss_disc: 2.3574483394622803 (2.3990246852238974) | > loss_disc_real_0: 0.06794056296348572 (0.132606390863657) | > loss_disc_real_1: 0.1537894308567047 (0.1809134210149447) | > loss_disc_real_2: 0.17026686668395996 (0.18822896977265677) | > loss_disc_real_3: 0.29763200879096985 (0.25326161583264667) | > loss_disc_real_4: 0.2426614761352539 (0.2169155851006508) | > loss_disc_real_5: 0.1792144924402237 (0.215093324581782) | > loss_0: 2.3574483394622803 (2.3990246852238974) | > loss_gen: 2.2189455032348633 (2.2821521361668906) | > loss_kl: 2.760035991668701 (3.0772187312444053) | > loss_feat: 6.356883525848389 (6.162457625071208) | > loss_mel: 18.843212127685547 (17.7339989344279) | > loss_duration: 2.216085433959961 (2.389167865117391) | > loss_1: 32.395164489746094 (31.644996007283527)  --> STEP: 7 | > loss_disc: 2.3982300758361816 (2.398911169597081) | > loss_disc_real_0: 0.17744307219982147 (0.13901163105453765) | > loss_disc_real_1: 0.21746429800987244 (0.18613497487136296) | > loss_disc_real_2: 0.26766782999038696 (0.19957737837518966) | > loss_disc_real_3: 0.2389272153377533 (0.2512138443333762) | > loss_disc_real_4: 0.22332078218460083 (0.2178306132555008) | > loss_disc_real_5: 0.1851307600736618 (0.21081295822347915) | > loss_0: 2.3982300758361816 (2.398911169597081) | > loss_gen: 2.4603183269500732 (2.3076044491359164) | > loss_kl: 4.61817741394043 (3.297355685915266) | > loss_feat: 6.43450403213501 (6.201321397508893) | > loss_mel: 15.340662002563477 (17.392093658447266) | > loss_duration: 2.5879573822021484 (2.4175663675580705) | > loss_1: 31.441617965698242 (31.615942001342773)  --> STEP: 8 | > loss_disc: 2.555635690689087 (2.4185017347335815) | > loss_disc_real_0: 0.185032457113266 (0.14476423431187868) | > loss_disc_real_1: 0.1917416900396347 (0.18683581426739693) | > loss_disc_real_2: 0.20848307013511658 (0.2006905898451805) | > loss_disc_real_3: 0.22849096357822418 (0.24837348423898217) | > loss_disc_real_4: 0.2135477066040039 (0.21729524992406368) | > loss_disc_real_5: 0.2619227468967438 (0.21720168180763721) | > loss_0: 2.555635690689087 (2.4185017347335815) | > loss_gen: 2.2150135040283203 (2.296030580997467) | > loss_kl: 2.9554412364959717 (3.254616379737854) | > loss_feat: 6.756931781768799 (6.270772695541382) | > loss_mel: 16.042526245117188 (17.223397731781006) | > loss_duration: 2.270455837249756 (2.3991775512695312) | > loss_1: 30.240367889404297 (31.443995237350464)  --> STEP: 9 | > loss_disc: 2.3299453258514404 (2.408662133746677) | > loss_disc_real_0: 0.10059215128421783 (0.13985622508658302) | > loss_disc_real_1: 0.19001823663711548 (0.18718941675292122) | > loss_disc_real_2: 0.18383897840976715 (0.19881818857457903) | > loss_disc_real_3: 0.15999211370944977 (0.23855333195792305) | > loss_disc_real_4: 0.148416668176651 (0.20964207417435116) | > loss_disc_real_5: 0.15588261187076569 (0.2103884518146515) | > loss_0: 2.3299453258514404 (2.408662133746677) | > loss_gen: 2.1937081813812256 (2.2846614254845514) | > loss_kl: 2.8339099884033203 (3.2078712251451282) | > loss_feat: 12.26330280303955 (6.936609374152289) | > loss_mel: 18.555021286010742 (17.371355904473198) | > loss_duration: 2.185760736465454 (2.375464571846856) | > loss_1: 38.031700134277344 (32.17596244812012)  --> STEP: 10 | > loss_disc: 2.381272077560425 (2.4059231281280518) | > loss_disc_real_0: 0.18201053142547607 (0.14407165572047234) | > loss_disc_real_1: 0.2093622237443924 (0.18940669745206834) | > loss_disc_real_2: 0.24311545491218567 (0.20324791520833968) | > loss_disc_real_3: 0.24777193367481232 (0.23947519212961196) | > loss_disc_real_4: 0.23559513688087463 (0.2122373804450035) | > loss_disc_real_5: 0.1744273602962494 (0.20679234266281127) | > loss_0: 2.381272077560425 (2.4059231281280518) | > loss_gen: 2.4933664798736572 (2.305531930923462) | > loss_kl: 3.5696210861206055 (3.244046211242676) | > loss_feat: 5.181643962860107 (6.761112833023072) | > loss_mel: 15.72610092163086 (17.206830406188963) | > loss_duration: 2.392310619354248 (2.3771491765975954) | > loss_1: 29.3630428314209 (31.894670486450195)  --> STEP: 11 | > loss_disc: 2.570037364959717 (2.4208426042036577) | > loss_disc_real_0: 0.13173523545265198 (0.1429501629688523) | > loss_disc_real_1: 0.11726056039333344 (0.18284795771945606) | > loss_disc_real_2: 0.16565032303333282 (0.19982995228333908) | > loss_disc_real_3: 0.2920489013195038 (0.24425462023778396) | > loss_disc_real_4: 0.20304198563098907 (0.21140143546191129) | > loss_disc_real_5: 0.22545844316482544 (0.20848926089026712) | > loss_0: 2.570037364959717 (2.4208426042036577) | > loss_gen: 1.966762900352478 (2.2747347463260996) | > loss_kl: 3.623445987701416 (3.2785371000116523) | > loss_feat: 6.657983779907227 (6.751737464557994) | > loss_mel: 17.28338050842285 (17.213789506392047) | > loss_duration: 2.4972360134124756 (2.3880661617625845) | > loss_1: 32.02880859375 (31.906864859841086)  --> STEP: 12 | > loss_disc: 2.550671339035034 (2.4316616654396057) | > loss_disc_real_0: 0.13751041889190674 (0.14249685096244016) | > loss_disc_real_1: 0.23933781683444977 (0.18755544597903887) | > loss_disc_real_2: 0.27740684151649475 (0.2062946930527687) | > loss_disc_real_3: 0.2662777006626129 (0.24608987693985304) | > loss_disc_real_4: 0.23839040100574493 (0.21365051592389742) | > loss_disc_real_5: 0.24554942548274994 (0.21157760793964067) | > loss_0: 2.550671339035034 (2.4316616654396057) | > loss_gen: 2.255953788757324 (2.273169666528702) | > loss_kl: 2.852949857711792 (3.243071496486664) | > loss_feat: 4.309578895568848 (6.548224250475566) | > loss_mel: 15.589415550231934 (17.07842501004537) | > loss_duration: 2.3229355812072754 (2.382638613382975) | > loss_1: 27.330835342407227 (31.5255290667216)  --> STEP: 13 | > loss_disc: 2.4447073936462402 (2.4326651829939623) | > loss_disc_real_0: 0.1529131680727005 (0.1432981061247679) | > loss_disc_real_1: 0.20055343210697174 (0.18855529106580293) | > loss_disc_real_2: 0.2227962762117386 (0.2075640456034587) | > loss_disc_real_3: 0.26359203457832336 (0.2474361967581969) | > loss_disc_real_4: 0.1948431432247162 (0.21220379494703734) | > loss_disc_real_5: 0.19928203523159027 (0.21063179465440604) | > loss_0: 2.4447073936462402 (2.4326651829939623) | > loss_gen: 2.2426068782806396 (2.2708186828173123) | > loss_kl: 3.2368857860565186 (3.242595672607422) | > loss_feat: 6.668193817138672 (6.55745267868042) | > loss_mel: 15.9596586227417 (16.992366057175857) | > loss_duration: 2.2661185264587402 (2.373675529773419) | > loss_1: 30.373464584350586 (31.436908721923828)  --> STEP: 14 | > loss_disc: 2.2378296852111816 (2.4187483617237637) | > loss_disc_real_0: 0.1127762645483017 (0.14111797458359174) | > loss_disc_real_1: 0.12211865186691284 (0.1838098168373108) | > loss_disc_real_2: 0.16506747901439667 (0.20452857656138285) | > loss_disc_real_3: 0.2457045465707779 (0.24731250745909555) | > loss_disc_real_4: 0.23152394592761993 (0.21358380573136465) | > loss_disc_real_5: 0.25842389464378357 (0.21404551608221872) | > loss_0: 2.2378296852111816 (2.4187483617237637) | > loss_gen: 2.4942808151245117 (2.286780263696398) | > loss_kl: 3.795802354812622 (3.282110435622079) | > loss_feat: 7.1175079345703125 (6.597456625529698) | > loss_mel: 18.64786720275879 (17.11061613900321) | > loss_duration: 2.4896626472473145 (2.381960323878697) | > loss_1: 34.54512023925781 (31.658923830304825)  --> STEP: 15 | > loss_disc: 2.6903083324432373 (2.4368523597717284) | > loss_disc_real_0: 0.14873751997947693 (0.14162594427665073) | > loss_disc_real_1: 0.2770630419254303 (0.1900266985098521) | > loss_disc_real_2: 0.20047004520893097 (0.20425800780455272) | > loss_disc_real_3: 0.3124798536300659 (0.2516569972038269) | > loss_disc_real_4: 0.2563909590244293 (0.2164376159509023) | > loss_disc_real_5: 0.2325894683599472 (0.2152817795674006) | > loss_0: 2.6903083324432373 (2.4368523597717284) | > loss_gen: 2.160205364227295 (2.2783419370651243) | > loss_kl: 3.5895614624023438 (3.3026071707407634) | > loss_feat: 5.737790107727051 (6.540145524342855) | > loss_mel: 18.29458999633789 (17.189547729492187) | > loss_duration: 2.428190231323242 (2.3850423177083333) | > loss_1: 32.21033477783203 (31.695684560139973)  --> STEP: 16 | > loss_disc: 2.5256588459014893 (2.4424027651548386) | > loss_disc_real_0: 0.16198888421058655 (0.14289862802252173) | > loss_disc_real_1: 0.18701809644699097 (0.18983866088092327) | > loss_disc_real_2: 0.15025456249713898 (0.20088279247283936) | > loss_disc_real_3: 0.21226152777671814 (0.2491947803646326) | > loss_disc_real_4: 0.19007745385169983 (0.21479010581970215) | > loss_disc_real_5: 0.24847806990146637 (0.21735654771327972) | > loss_0: 2.5256588459014893 (2.4424027651548386) | > loss_gen: 2.146348714828491 (2.270092360675335) | > loss_kl: 3.0388059616088867 (3.286119595170021) | > loss_feat: 9.178647994995117 (6.705051928758621) | > loss_mel: 15.085416793823242 (17.05803954601288) | > loss_duration: 2.4039220809936523 (2.3862223029136658) | > loss_1: 31.85314178466797 (31.705525636672974)  --> STEP: 17 | > loss_disc: 2.6232635974884033 (2.453041637645048) | > loss_disc_real_0: 0.1430210918188095 (0.14290583177524455) | > loss_disc_real_1: 0.19200775027275085 (0.1899662543745602) | > loss_disc_real_2: 0.26017698645591736 (0.20437068623654983) | > loss_disc_real_3: 0.26162317395210266 (0.24992586234036615) | > loss_disc_real_4: 0.24421143531799316 (0.2165207722607781) | > loss_disc_real_5: 0.29191356897354126 (0.22174225484623628) | > loss_0: 2.6232635974884033 (2.453041637645048) | > loss_gen: 2.1602790355682373 (2.263632753316094) | > loss_kl: 2.616511583328247 (3.246730888591093) | > loss_feat: 5.003884315490723 (6.604983245625215) | > loss_mel: 16.589336395263672 (17.030468772439395) | > loss_duration: 2.4608311653137207 (2.3906110595254337) | > loss_1: 28.830841064453125 (31.536426544189453)  --> STEP: 18 | > loss_disc: 2.083136796951294 (2.4324913687176175) | > loss_disc_real_0: 0.10803341120481491 (0.14096847507688734) | > loss_disc_real_1: 0.09101895987987518 (0.1844691824581888) | > loss_disc_real_2: 0.08751383423805237 (0.19787863890329996) | > loss_disc_real_3: 0.22874614596366882 (0.24874921143054962) | > loss_disc_real_4: 0.17868998646736145 (0.2144190619389216) | > loss_disc_real_5: 0.20449820160865784 (0.22078425188859305) | > loss_0: 2.083136796951294 (2.4324913687176175) | > loss_gen: 2.2637228965759277 (2.2636377612749734) | > loss_kl: 3.0602688789367676 (3.236371888054742) | > loss_feat: 11.59189224243164 (6.882033745447795) | > loss_mel: 17.432710647583008 (17.05281554328071) | > loss_duration: 2.2402186393737793 (2.382255925072564) | > loss_1: 36.588809967041016 (31.817114512125652)  --> STEP: 19 | > loss_disc: 2.7560677528381348 (2.4495217047239604) | > loss_disc_real_0: 0.2494845688343048 (0.1466798484325409) | > loss_disc_real_1: 0.2971445918083191 (0.19039946716082723) | > loss_disc_real_2: 0.18921078741550446 (0.19742243619341598) | > loss_disc_real_3: 0.3187642991542816 (0.25243421604758814) | > loss_disc_real_4: 0.19937145709991455 (0.21362708273686862) | > loss_disc_real_5: 0.28450846672058105 (0.22413815793238187) | > loss_0: 2.7560677528381348 (2.4495217047239604) | > loss_gen: 2.1931312084198 (2.2599268900720695) | > loss_kl: 2.3688676357269287 (3.1907137695111727) | > loss_feat: 5.663810729980469 (6.817916744633725) | > loss_mel: 16.99077033996582 (17.049550006264134) | > loss_duration: 2.3392982482910156 (2.3799949947156405) | > loss_1: 29.555877685546875 (31.698102047568874)  --> STEP: 20 | > loss_disc: 2.433478832244873 (2.448719561100006) | > loss_disc_real_0: 0.20091766119003296 (0.1493917390704155) | > loss_disc_real_1: 0.17899753153324127 (0.18982937037944794) | > loss_disc_real_2: 0.1636597067117691 (0.19573429971933365) | > loss_disc_real_3: 0.22326771914958954 (0.2509758912026882) | > loss_disc_real_4: 0.21024630963802338 (0.21345804408192634) | > loss_disc_real_5: 0.21639230847358704 (0.22375086545944214) | > loss_0: 2.433478832244873 (2.448719561100006) | > loss_gen: 2.1877284049987793 (2.2563169658184052) | > loss_kl: 2.0847957134246826 (3.135417866706848) | > loss_feat: 5.497836112976074 (6.751912713050842) | > loss_mel: 18.31526756286621 (17.11283588409424) | > loss_duration: 2.2647361755371094 (2.374232053756714) | > loss_1: 30.350364685058594 (31.63071517944336)  --> STEP: 21 | > loss_disc: 2.537461519241333 (2.4529453686305454) | > loss_disc_real_0: 0.17289872467517853 (0.15051111933730899) | > loss_disc_real_1: 0.14962591230869293 (0.18791491999512627) | > loss_disc_real_2: 0.16566228866577148 (0.19430229919297354) | > loss_disc_real_3: 0.20915532112121582 (0.24898443548452287) | > loss_disc_real_4: 0.18388593196868896 (0.2120498482670103) | > loss_disc_real_5: 0.1947193145751953 (0.2223684106554304) | > loss_0: 2.537461519241333 (2.4529453686305454) | > loss_gen: 1.8663885593414307 (2.2377489464623586) | > loss_kl: 1.8621972799301147 (3.0747883149555753) | > loss_feat: 5.426459789276123 (6.688795907156808) | > loss_mel: 15.33444595336914 (17.028150649297807) | > loss_duration: 2.164562225341797 (2.3642477762131464) | > loss_1: 26.654054641723633 (31.39373134431385)  --> STEP: 22 | > loss_disc: 2.311152458190918 (2.446500236337835) | > loss_disc_real_0: 0.05920305848121643 (0.1463607529347593) | > loss_disc_real_1: 0.1345992386341095 (0.18549147993326187) | > loss_disc_real_2: 0.1755949705839157 (0.19345196607438) | > loss_disc_real_3: 0.27982375025749207 (0.2503862225196578) | > loss_disc_real_4: 0.2542625963687897 (0.2139686095443639) | > loss_disc_real_5: 0.23615697026252747 (0.2229951633648439) | > loss_0: 2.311152458190918 (2.446500236337835) | > loss_gen: 2.2368977069854736 (2.2377102537588636) | > loss_kl: 2.551915407180786 (3.0510213646021755) | > loss_feat: 7.538846015930176 (6.7274345484646885) | > loss_mel: 17.80069351196289 (17.063266233964402) | > loss_duration: 2.2077231407165527 (2.3571330200542104) | > loss_1: 32.33607482910156 (31.436565139076926)  --> STEP: 23 | > loss_disc: 2.299337863922119 (2.4401018723197607) | > loss_disc_real_0: 0.15841057896614075 (0.14688465841438458) | > loss_disc_real_1: 0.17044351994991302 (0.18483722080355106) | > loss_disc_real_2: 0.2266627997159958 (0.1948959153631459) | > loss_disc_real_3: 0.29882103204727173 (0.2524920838034671) | > loss_disc_real_4: 0.24069958925247192 (0.21513082605341208) | > loss_disc_real_5: 0.19791238009929657 (0.22190460757068967) | > loss_0: 2.299337863922119 (2.4401018723197607) | > loss_gen: 2.483609199523926 (2.248401512270388) | > loss_kl: 2.652768850326538 (3.033706037894539) | > loss_feat: 6.694258689880371 (6.725992119830588) | > loss_mel: 16.503835678100586 (17.03894316631815) | > loss_duration: 2.2850592136383057 (2.353999376296997) | > loss_1: 30.619531631469727 (31.401041943094004)  --> STEP: 24 | > loss_disc: 2.5762505531311035 (2.4457747340202336) | > loss_disc_real_0: 0.16660037636756897 (0.14770614666243395) | > loss_disc_real_1: 0.21567752957344055 (0.1861222336689631) | > loss_disc_real_2: 0.23226691782474518 (0.19645304046571255) | > loss_disc_real_3: 0.24692650139331818 (0.25226018453637755) | > loss_disc_real_4: 0.23218484222888947 (0.21584141006072363) | > loss_disc_real_5: 0.29909223318099976 (0.2251207586377859) | > loss_0: 2.5762505531311035 (2.4457747340202336) | > loss_gen: 2.3270344734191895 (2.251677885651588) | > loss_kl: 2.7816357612609863 (3.0232031097014747) | > loss_feat: 7.655142307281494 (6.764706710974376) | > loss_mel: 18.059961318969727 (17.081485589345295) | > loss_duration: 2.427622079849243 (2.3570669889450073) | > loss_1: 33.25139617919922 (31.478140036265057)  --> STEP: 25 | > loss_disc: 2.3265810012817383 (2.441006984710694) | > loss_disc_real_0: 0.13880926370620728 (0.14735027134418488) | > loss_disc_real_1: 0.19009971618652344 (0.18628133296966554) | > loss_disc_real_2: 0.16294468939304352 (0.1951127064228058) | > loss_disc_real_3: 0.1924058496952057 (0.2498660111427307) | > loss_disc_real_4: 0.1871870905160904 (0.2146952372789383) | > loss_disc_real_5: 0.21167758107185364 (0.2245830315351486) | > loss_0: 2.3265810012817383 (2.441006984710694) | > loss_gen: 2.331861734390259 (2.2548852396011347) | > loss_kl: 2.6207544803619385 (3.0071051645278932) | > loss_feat: 8.276168823242188 (6.825165195465088) | > loss_mel: 16.566730499267578 (17.06089538574219) | > loss_duration: 2.4333927631378174 (2.3601200199127197) | > loss_1: 32.22890853881836 (31.508170776367187)  --> STEP: 26 | > loss_disc: 2.879965305328369 (2.4578899970421433) | > loss_disc_real_0: 0.2540884017944336 (0.15145558405380982) | > loss_disc_real_1: 0.3182532489299774 (0.19135717589121598) | > loss_disc_real_2: 0.2305411398410797 (0.1964753384773548) | > loss_disc_real_3: 0.2578125596046448 (0.2501716476220351) | > loss_disc_real_4: 0.2779524326324463 (0.2171282063309963) | > loss_disc_real_5: 0.2993534207344055 (0.22745881573512003) | > loss_0: 2.879965305328369 (2.4578899970421433) | > loss_gen: 2.114417791366577 (2.2494826454382673) | > loss_kl: 2.664346933364868 (2.9939221556370077) | > loss_feat: 3.401547908782959 (6.693487607515776) | > loss_mel: 12.101482391357422 (16.870148732112007) | > loss_duration: 2.3058810234069824 (2.358033904662499) | > loss_1: 22.587677001953125 (31.165074861966648) --> EVAL PERFORMANCE | > avg_loader_time: 0.002590069404015175 (+0.0002667445402878988) | > avg_loss_disc: 2.4578899970421433 (+0.025553455719581564) | > avg_loss_disc_real_0: 0.15145558405380982 (-0.04724043951584744) | > avg_loss_disc_real_1: 0.19135717589121598 (-0.034107675632605194) | > avg_loss_disc_real_2: 0.1964753384773548 (-0.018532971923167885) | > avg_loss_disc_real_3: 0.2501716476220351 (+0.0370230061503557) | > avg_loss_disc_real_4: 0.2171282063309963 (+0.0009368268343118713) | > avg_loss_disc_real_5: 0.22745881573512003 (-0.018868269255528092) | > avg_loss_0: 2.4578899970421433 (+0.025553455719581564) | > avg_loss_gen: 2.2494826454382673 (-0.21506773967009352) | > avg_loss_kl: 2.9939221556370077 (-0.12328377595314599) | > avg_loss_feat: 6.693487607515776 (+0.15036740669837378) | > avg_loss_mel: 16.870148732112007 (-0.28161257963913755) | > avg_loss_duration: 2.358033904662499 (-0.023926294766939638) | > avg_loss_1: 31.165074861966648 (-0.4935230108407822)  > EPOCH: 908/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:29:51)   --> TIME: 2024-06-12 07:29:55 -- STEP: 9/330 -- GLOBAL_STEP: 387650 | > loss_disc: 2.41243052482605 (2.339426279067993) | > loss_disc_real_0: 0.12459197640419006 (0.10747012909915712) | > loss_disc_real_1: 0.21369048953056335 (0.22501850624879202) | > loss_disc_real_2: 0.20388755202293396 (0.19981993900405037) | > loss_disc_real_3: 0.2304546982049942 (0.2251863165034188) | > loss_disc_real_4: 0.26624053716659546 (0.23220417234632704) | > loss_disc_real_5: 0.2602221369743347 (0.22886749274200863) | > loss_0: 2.41243052482605 (2.339426279067993) | > grad_norm_0: tensor(9.4232, device='cuda:0') (tensor(8.5643, device='cuda:0')) | > loss_gen: 2.5566582679748535 (2.609200371636285) | > loss_kl: 1.9363957643508911 (1.973442276318868) | > loss_feat: 6.723546981811523 (6.869596746232775) | > loss_mel: 18.02858543395996 (17.598007837931316) | > loss_duration: 2.040281057357788 (2.0930274857415094) | > loss_1: 31.28546714782715 (31.143274519178604) | > grad_norm_1: tensor(133.9299, device='cuda:0') (tensor(101.5168, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3825 (0.3802771038479275) | > loader_time: 0.003 (0.003292295667860243)  --> TIME: 2024-06-12 07:30:04 -- STEP: 34/330 -- GLOBAL_STEP: 387675 | > loss_disc: 2.329725503921509 (2.331574475063997) | > loss_disc_real_0: 0.08636926114559174 (0.10221710823038045) | > loss_disc_real_1: 0.18373927474021912 (0.20404314556542566) | > loss_disc_real_2: 0.20413285493850708 (0.20461024124832713) | > loss_disc_real_3: 0.247653990983963 (0.22567090392112732) | > loss_disc_real_4: 0.20977088809013367 (0.22995150089263916) | > loss_disc_real_5: 0.20118063688278198 (0.22183293893056757) | > loss_0: 2.329725503921509 (2.331574475063997) | > grad_norm_0: tensor(4.2053, device='cuda:0') (tensor(9.4746, device='cuda:0')) | > loss_gen: 2.4610800743103027 (2.5307510740616737) | > loss_kl: 2.083721399307251 (1.9241565290619345) | > loss_feat: 6.956603050231934 (7.015553867115694) | > loss_mel: 17.100780487060547 (17.275177338544065) | > loss_duration: 2.0001330375671387 (2.0009834240464612) | > loss_1: 30.602319717407227 (30.746622366063736) | > grad_norm_1: tensor(60.2718, device='cuda:0') (tensor(101.9624, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3459 (0.36413075643427234) | > loader_time: 0.0033 (0.0033164304845473345)  --> TIME: 2024-06-12 07:30:14 -- STEP: 59/330 -- GLOBAL_STEP: 387700 | > loss_disc: 2.323885440826416 (2.347869210324044) | > loss_disc_real_0: 0.10094344615936279 (0.10425156784259666) | > loss_disc_real_1: 0.20792610943317413 (0.20408676867767916) | > loss_disc_real_2: 0.2517099976539612 (0.20761958951667203) | > loss_disc_real_3: 0.22362880408763885 (0.22771865760875962) | > loss_disc_real_4: 0.22408124804496765 (0.23214141721442594) | > loss_disc_real_5: 0.23510202765464783 (0.22297430922419337) | > loss_0: 2.323885440826416 (2.347869210324044) | > grad_norm_0: tensor(11.8818, device='cuda:0') (tensor(8.8934, device='cuda:0')) | > loss_gen: 2.3877487182617188 (2.4996073326822055) | > loss_kl: 1.9325153827667236 (1.955163715249401) | > loss_feat: 6.894603729248047 (7.002358436584473) | > loss_mel: 16.02742576599121 (17.159345788470777) | > loss_duration: 1.9443707466125488 (1.9815604323047706) | > loss_1: 29.186664581298828 (30.598035747722044) | > grad_norm_1: tensor(74.3952, device='cuda:0') (tensor(92.1548, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.367 (0.36465317516003615) | > loader_time: 0.0036 (0.003464654340582379)  --> TIME: 2024-06-12 07:30:23 -- STEP: 84/330 -- GLOBAL_STEP: 387725 | > loss_disc: 2.318039655685425 (2.3550015829858326) | > loss_disc_real_0: 0.12140236794948578 (0.10543363621192318) | > loss_disc_real_1: 0.21324075758457184 (0.20088677693690574) | > loss_disc_real_2: 0.18196631968021393 (0.2092394773804006) | > loss_disc_real_3: 0.24557556211948395 (0.22882644406386785) | > loss_disc_real_4: 0.21521291136741638 (0.2310324368022737) | > loss_disc_real_5: 0.20005066692829132 (0.22355888908108076) | > loss_0: 2.318039655685425 (2.3550015829858326) | > grad_norm_0: tensor(18.4303, device='cuda:0') (tensor(9.1807, device='cuda:0')) | > loss_gen: 2.440180778503418 (2.4902661783354625) | > loss_kl: 1.8401803970336914 (1.9667165194238936) | > loss_feat: 6.986021041870117 (7.013863143466768) | > loss_mel: 16.94276237487793 (17.159870488303053) | > loss_duration: 2.0491504669189453 (1.9765266733510156) | > loss_1: 30.2582950592041 (30.607243038359144) | > grad_norm_1: tensor(59.5774, device='cuda:0') (tensor(90.4077, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3733 (0.36646009059179374) | > loader_time: 0.0044 (0.00357535339537121)  --> TIME: 2024-06-12 07:30:33 -- STEP: 109/330 -- GLOBAL_STEP: 387750 | > loss_disc: 2.3417515754699707 (2.3582133196909485) | > loss_disc_real_0: 0.10917551815509796 (0.10832834715416673) | > loss_disc_real_1: 0.17735619843006134 (0.1989290726567627) | > loss_disc_real_2: 0.20280766487121582 (0.209285314613526) | > loss_disc_real_3: 0.20983338356018066 (0.22889269081824418) | > loss_disc_real_4: 0.25707951188087463 (0.23300611111549063) | > loss_disc_real_5: 0.23988455533981323 (0.22452019578819976) | > loss_0: 2.3417515754699707 (2.3582133196909485) | > grad_norm_0: tensor(6.4521, device='cuda:0') (tensor(9.0731, device='cuda:0')) | > loss_gen: 2.438112258911133 (2.48664025429192) | > loss_kl: 1.9196045398712158 (1.9789326606540505) | > loss_feat: 6.899956703186035 (6.997661065617833) | > loss_mel: 17.19405746459961 (17.121152589080538) | > loss_duration: 1.9601027965545654 (1.979411517808197) | > loss_1: 30.411832809448242 (30.563798046986992) | > grad_norm_1: tensor(116.7357, device='cuda:0') (tensor(89.6995, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3738 (0.368364047566685) | > loader_time: 0.0044 (0.003694831778150086)  --> TIME: 2024-06-12 07:30:42 -- STEP: 134/330 -- GLOBAL_STEP: 387775 | > loss_disc: 2.395064353942871 (2.362531708247625) | > loss_disc_real_0: 0.14416155219078064 (0.11021321111205798) | > loss_disc_real_1: 0.16963434219360352 (0.1984259716388005) | > loss_disc_real_2: 0.23828890919685364 (0.20926552265882492) | > loss_disc_real_3: 0.21842652559280396 (0.2289658364520144) | > loss_disc_real_4: 0.20392511785030365 (0.23361394287490134) | > loss_disc_real_5: 0.21447007358074188 (0.22485456893693156) | > loss_0: 2.395064353942871 (2.362531708247625) | > grad_norm_0: tensor(15.5061, device='cuda:0') (tensor(9.4864, device='cuda:0')) | > loss_gen: 2.6071958541870117 (2.4843827308113897) | > loss_kl: 2.090533971786499 (1.9934353979665842) | > loss_feat: 6.875505447387695 (6.978287689721406) | > loss_mel: 17.416810989379883 (17.144067814101035) | > loss_duration: 1.9999196529388428 (1.984368369650485) | > loss_1: 30.989967346191406 (30.58454203249803) | > grad_norm_1: tensor(151.0198, device='cuda:0') (tensor(100.6401, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3728 (0.36998170703204697) | > loader_time: 0.0058 (0.0037978798595827016)  --> TIME: 2024-06-12 07:30:52 -- STEP: 159/330 -- GLOBAL_STEP: 387800 | > loss_disc: 2.363251209259033 (2.3664866348482523) | > loss_disc_real_0: 0.11657506227493286 (0.11204155187749262) | > loss_disc_real_1: 0.20115426182746887 (0.1984425858131745) | > loss_disc_real_2: 0.2306600660085678 (0.2099287911968411) | > loss_disc_real_3: 0.25387537479400635 (0.22992396120380307) | > loss_disc_real_4: 0.2157762348651886 (0.23300617249131952) | > loss_disc_real_5: 0.20823821425437927 (0.22413381540550376) | > loss_0: 2.363251209259033 (2.3664866348482523) | > grad_norm_0: tensor(10.5593, device='cuda:0') (tensor(9.9136, device='cuda:0')) | > loss_gen: 2.4342095851898193 (2.477108165153169) | > loss_kl: 2.048718214035034 (1.9982769354334418) | > loss_feat: 7.215703964233398 (6.968976623607132) | > loss_mel: 16.788301467895508 (17.126921239888897) | > loss_duration: 2.017045021057129 (1.9889645928856712) | > loss_1: 30.503978729248047 (30.560247613199103) | > grad_norm_1: tensor(196.8295, device='cuda:0') (tensor(108.6456, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3805 (0.3716173501884411) | > loader_time: 0.0044 (0.003872063174937506)  --> TIME: 2024-06-12 07:31:02 -- STEP: 184/330 -- GLOBAL_STEP: 387825 | > loss_disc: 2.3652782440185547 (2.3703971595867817) | > loss_disc_real_0: 0.09691449999809265 (0.11285229756132416) | > loss_disc_real_1: 0.1398497372865677 (0.19827053946969306) | > loss_disc_real_2: 0.1766706109046936 (0.2101557880801999) | > loss_disc_real_3: 0.22944040596485138 (0.2299044964754063) | > loss_disc_real_4: 0.24619190394878387 (0.23375954292714596) | > loss_disc_real_5: 0.2407761812210083 (0.2249440894988568) | > loss_0: 2.3652782440185547 (2.3703971595867817) | > grad_norm_0: tensor(9.2620, device='cuda:0') (tensor(10.0504, device='cuda:0')) | > loss_gen: 2.3413984775543213 (2.469407624524573) | > loss_kl: 2.027047872543335 (2.0079557889181627) | > loss_feat: 6.92484188079834 (6.935782352219457) | > loss_mel: 16.760129928588867 (17.08383783568507) | > loss_duration: 2.0308609008789062 (1.996368390062581) | > loss_1: 30.084280014038086 (30.493352091830708) | > grad_norm_1: tensor(69.1717, device='cuda:0') (tensor(114.6313, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3786 (0.37387247707532795) | > loader_time: 0.0047 (0.003971467847409454)  --> TIME: 2024-06-12 07:31:12 -- STEP: 209/330 -- GLOBAL_STEP: 387850 | > loss_disc: 2.4580800533294678 (2.3679645563426774) | > loss_disc_real_0: 0.15310318768024445 (0.11409007786421115) | > loss_disc_real_1: 0.21952809393405914 (0.19787539491813153) | > loss_disc_real_2: 0.18256251513957977 (0.2097167158098312) | > loss_disc_real_3: 0.2123151570558548 (0.22935679284009067) | > loss_disc_real_4: 0.23941725492477417 (0.2334287990080683) | > loss_disc_real_5: 0.22033600509166718 (0.22395546955355047) | > loss_0: 2.4580800533294678 (2.3679645563426774) | > grad_norm_0: tensor(21.4436, device='cuda:0') (tensor(11.0858, device='cuda:0')) | > loss_gen: 2.426081418991089 (2.471352902325718) | > loss_kl: 2.1289172172546387 (2.013712402165788) | > loss_feat: 6.974184989929199 (6.940607059515264) | > loss_mel: 17.00218963623047 (17.04884199662642) | > loss_duration: 2.086691379547119 (2.00437836555773) | > loss_1: 30.61806297302246 (30.478892787221515) | > grad_norm_1: tensor(135.0867, device='cuda:0') (tensor(134.8228, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.3988 (0.3769509324616792) | > loader_time: 0.0049 (0.0040947672282679775)  --> TIME: 2024-06-12 07:31:23 -- STEP: 234/330 -- GLOBAL_STEP: 387875 | > loss_disc: 2.5295822620391846 (2.3700964471213837) | > loss_disc_real_0: 0.14234110713005066 (0.11473974668317372) | > loss_disc_real_1: 0.20078742504119873 (0.1981896603973503) | > loss_disc_real_2: 0.22162117063999176 (0.21019848990134704) | > loss_disc_real_3: 0.2386796474456787 (0.2298014810961536) | > loss_disc_real_4: 0.21252340078353882 (0.23332186094206622) | > loss_disc_real_5: 0.18314696848392487 (0.22328012302899972) | > loss_0: 2.5295822620391846 (2.3700964471213837) | > grad_norm_0: tensor(35.5332, device='cuda:0') (tensor(13.1926, device='cuda:0')) | > loss_gen: 2.382737159729004 (2.4810411991217207) | > loss_kl: 1.9779332876205444 (2.0175906786551816) | > loss_feat: 6.568252086639404 (6.950707021941486) | > loss_mel: 16.304916381835938 (17.04385766412459) | > loss_duration: 2.0740082263946533 (2.0139515695408874) | > loss_1: 29.307846069335938 (30.507148196554592) | > grad_norm_1: tensor(147.0689, device='cuda:0') (tensor(162.5322, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.4007 (0.3800045526944673) | > loader_time: 0.0057 (0.004238337533086791)  --> TIME: 2024-06-12 07:31:34 -- STEP: 259/330 -- GLOBAL_STEP: 387900 | > loss_disc: 2.517672300338745 (2.367246969326122) | > loss_disc_real_0: 0.15447087585926056 (0.11600347188333747) | > loss_disc_real_1: 0.21414873003959656 (0.19798341111556905) | > loss_disc_real_2: 0.21647213399410248 (0.21054380602818198) | > loss_disc_real_3: 0.22594060003757477 (0.2295046650649958) | > loss_disc_real_4: 0.22741220891475677 (0.23243476715097097) | > loss_disc_real_5: 0.21118898689746857 (0.2218270243134738) | > loss_0: 2.517672300338745 (2.367246969326122) | > grad_norm_0: tensor(25.1445, device='cuda:0') (tensor(15.2000, device='cuda:0')) | > loss_gen: 2.4663238525390625 (2.4900911130500125) | > loss_kl: 2.0447397232055664 (2.020321136275771) | > loss_feat: 7.2015180587768555 (6.977002057329568) | > loss_mel: 16.93679428100586 (17.018466437645408) | > loss_duration: 2.12475323677063 (2.022298257783574) | > loss_1: 30.77412986755371 (30.528179043508405) | > grad_norm_1: tensor(119.5840, device='cuda:0') (tensor(191.2869, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.426 (0.38534824360291464) | > loader_time: 0.0057 (0.0043907809901881836)  --> TIME: 2024-06-12 07:31:45 -- STEP: 284/330 -- GLOBAL_STEP: 387925 | > loss_disc: 2.481630802154541 (2.365984799156726) | > loss_disc_real_0: 0.19825369119644165 (0.11690068915223992) | > loss_disc_real_1: 0.23351050913333893 (0.19793076703036336) | > loss_disc_real_2: 0.2166198194026947 (0.21075438603129182) | > loss_disc_real_3: 0.23671549558639526 (0.2295173439656345) | > loss_disc_real_4: 0.2892836034297943 (0.23261916983715245) | > loss_disc_real_5: 0.24138973653316498 (0.2216377615089148) | > loss_0: 2.481630802154541 (2.365984799156726) | > grad_norm_0: tensor(37.4306, device='cuda:0') (tensor(17.1327, device='cuda:0')) | > loss_gen: 2.484083414077759 (2.496761421082726) | > loss_kl: 2.0708119869232178 (2.0240280955610115) | > loss_feat: 7.334534645080566 (7.005235080987633) | > loss_mel: 16.612802505493164 (16.976913710715074) | > loss_duration: 2.15519118309021 (2.0324646276487432) | > loss_1: 30.657424926757812 (30.535403016587377) | > grad_norm_1: tensor(318.6809, device='cuda:0') (tensor(216.2284, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.4523 (0.39057501101158026) | > loader_time: 0.006 (0.004543569726003725)  --> TIME: 2024-06-12 07:31:57 -- STEP: 309/330 -- GLOBAL_STEP: 387950 | > loss_disc: 2.4285690784454346 (2.3718364547371475) | > loss_disc_real_0: 0.1155029833316803 (0.11800828316884905) | > loss_disc_real_1: 0.2037866711616516 (0.1981312581443478) | > loss_disc_real_2: 0.23670874536037445 (0.21141815339863107) | > loss_disc_real_3: 0.2465813159942627 (0.23015776546641847) | > loss_disc_real_4: 0.24552391469478607 (0.23274068211274626) | > loss_disc_real_5: 0.21411776542663574 (0.2222390699540913) | > loss_0: 2.4285690784454346 (2.3718364547371475) | > grad_norm_0: tensor(35.4848, device='cuda:0') (tensor(18.3451, device='cuda:0')) | > loss_gen: 2.353593587875366 (2.491132513990681) | > loss_kl: 2.100119113922119 (2.0299883976723367) | > loss_feat: 6.476246356964111 (7.011971614121617) | > loss_mel: 16.49555206298828 (16.946819543066923) | > loss_duration: 2.221876859664917 (2.044528521380378) | > loss_1: 29.647388458251953 (30.52444067279112) | > grad_norm_1: tensor(554.3702, device='cuda:0') (tensor(232.5163, device='cuda:0')) | > current_lr_0: 0.00017853957265709112 | > current_lr_1: 0.00017853957265709112 | > step_time: 0.5047 (0.39771628071189297) | > loader_time: 0.0088 (0.004729994678188682)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7660441398620605 (2.7660441398620605) | > loss_disc_real_0: 0.23086515069007874 (0.23086515069007874) | > loss_disc_real_1: 0.24074088037014008 (0.24074088037014008) | > loss_disc_real_2: 0.20814748108386993 (0.20814748108386993) | > loss_disc_real_3: 0.2505878508090973 (0.2505878508090973) | > loss_disc_real_4: 0.29540684819221497 (0.29540684819221497) | > loss_disc_real_5: 0.3304295241832733 (0.3304295241832733) | > loss_0: 2.7660441398620605 (2.7660441398620605) | > loss_gen: 2.2203094959259033 (2.2203094959259033) | > loss_kl: 2.3515708446502686 (2.3515708446502686) | > loss_feat: 5.0463080406188965 (5.0463080406188965) | > loss_mel: 14.312660217285156 (14.312660217285156) | > loss_duration: 3.074894428253174 (3.074894428253174) | > loss_1: 27.0057430267334 (27.0057430267334)  --> STEP: 1 | > loss_disc: 2.3015339374542236 (2.3015339374542236) | > loss_disc_real_0: 0.05606610327959061 (0.05606610327959061) | > loss_disc_real_1: 0.18307609856128693 (0.18307609856128693) | > loss_disc_real_2: 0.16338765621185303 (0.16338765621185303) | > loss_disc_real_3: 0.22091630101203918 (0.22091630101203918) | > loss_disc_real_4: 0.23128575086593628 (0.23128575086593628) | > loss_disc_real_5: 0.27281880378723145 (0.27281880378723145) | > loss_0: 2.3015339374542236 (2.3015339374542236) | > loss_gen: 2.1967520713806152 (2.1967520713806152) | > loss_kl: 3.7147138118743896 (3.7147138118743896) | > loss_feat: 4.618247032165527 (4.618247032165527) | > loss_mel: 16.889692306518555 (16.889692306518555) | > loss_duration: 2.5301482677459717 (2.5301482677459717) | > loss_1: 29.949552536010742 (29.949552536010742)  --> STEP: 2 | > loss_disc: 2.507634162902832 (2.404584050178528) | > loss_disc_real_0: 0.10536308586597443 (0.08071459457278252) | > loss_disc_real_1: 0.26977989077568054 (0.22642799466848373) | > loss_disc_real_2: 0.2070230096578598 (0.18520533293485641) | > loss_disc_real_3: 0.23981264233589172 (0.23036447167396545) | > loss_disc_real_4: 0.23231011629104614 (0.2317979335784912) | > loss_disc_real_5: 0.27707183361053467 (0.27494531869888306) | > loss_0: 2.507634162902832 (2.404584050178528) | > loss_gen: 2.3154408931732178 (2.2560964822769165) | > loss_kl: 3.4873158931732178 (3.6010148525238037) | > loss_feat: 5.402348518371582 (5.010297775268555) | > loss_mel: 18.228763580322266 (17.55922794342041) | > loss_duration: 2.5771987438201904 (2.553673505783081) | > loss_1: 32.01106643676758 (30.98030948638916)  --> STEP: 3 | > loss_disc: 2.0540523529052734 (2.287740151087443) | > loss_disc_real_0: 0.10897181928157806 (0.09013366947571437) | > loss_disc_real_1: 0.2003973126411438 (0.21775110065937042) | > loss_disc_real_2: 0.1475488245487213 (0.17265316347281137) | > loss_disc_real_3: 0.2236475944519043 (0.22812551259994507) | > loss_disc_real_4: 0.1751260757446289 (0.2129073143005371) | > loss_disc_real_5: 0.1687825620174408 (0.2395577331384023) | > loss_0: 2.0540523529052734 (2.287740151087443) | > loss_gen: 2.5752174854278564 (2.3624701499938965) | > loss_kl: 3.306459665298462 (3.5028297901153564) | > loss_feat: 7.958828449249268 (5.993141333262126) | > loss_mel: 18.890329360961914 (18.002928415934246) | > loss_duration: 2.4289870262145996 (2.5121113459269204) | > loss_1: 35.159820556640625 (32.37347984313965)  --> STEP: 4 | > loss_disc: 2.3735709190368652 (2.3091978430747986) | > loss_disc_real_0: 0.08729277551174164 (0.08942344598472118) | > loss_disc_real_1: 0.12586908042430878 (0.194780595600605) | > loss_disc_real_2: 0.17049263417720795 (0.17211303114891052) | > loss_disc_real_3: 0.24891141057014465 (0.23332198709249496) | > loss_disc_real_4: 0.23430180549621582 (0.2182559370994568) | > loss_disc_real_5: 0.2121545523405075 (0.2327069379389286) | > loss_0: 2.3735709190368652 (2.3091978430747986) | > loss_gen: 2.329946994781494 (2.354339361190796) | > loss_kl: 3.590846300125122 (3.524833917617798) | > loss_feat: 8.076095581054688 (6.513879895210266) | > loss_mel: 17.097322463989258 (17.776526927947998) | > loss_duration: 2.4631266593933105 (2.499865174293518) | > loss_1: 33.557334899902344 (32.66944360733032)  --> STEP: 5 | > loss_disc: 2.108386278152466 (2.269035530090332) | > loss_disc_real_0: 0.05092056840658188 (0.08172287046909332) | > loss_disc_real_1: 0.18306313455104828 (0.19243710339069367) | > loss_disc_real_2: 0.12442388385534286 (0.16257520169019699) | > loss_disc_real_3: 0.2340375781059265 (0.23346510529518127) | > loss_disc_real_4: 0.21406440436840057 (0.21741763055324553) | > loss_disc_real_5: 0.20017819106578827 (0.22620118856430055) | > loss_0: 2.108386278152466 (2.269035530090332) | > loss_gen: 2.513978958129883 (2.3862672805786134) | > loss_kl: 2.571504592895508 (3.33416805267334) | > loss_feat: 6.731661319732666 (6.557436180114746) | > loss_mel: 19.075597763061523 (18.0363410949707) | > loss_duration: 2.3403825759887695 (2.4679686546325685) | > loss_1: 33.233123779296875 (32.78217964172363)  --> STEP: 6 | > loss_disc: 2.2369277477264404 (2.2636842330296836) | > loss_disc_real_0: 0.07556691765785217 (0.08069687833388646) | > loss_disc_real_1: 0.14927837252616882 (0.18524398157993952) | > loss_disc_real_2: 0.13672922551631927 (0.1582675389945507) | > loss_disc_real_3: 0.2031577229499817 (0.22841387490431467) | > loss_disc_real_4: 0.23625542223453522 (0.22055726250012717) | > loss_disc_real_5: 0.23639683425426483 (0.22790046284596124) | > loss_0: 2.2369277477264404 (2.2636842330296836) | > loss_gen: 2.264085531234741 (2.365903655687968) | > loss_kl: 2.632897138595581 (3.2172895669937134) | > loss_feat: 6.956704139709473 (6.6239808400472) | > loss_mel: 18.116247177124023 (18.04965877532959) | > loss_duration: 2.284607172012329 (2.4374084075291953) | > loss_1: 32.25454330444336 (32.69424025217692)  --> STEP: 7 | > loss_disc: 2.238889694213867 (2.2601421560559953) | > loss_disc_real_0: 0.12440688163042068 (0.08694116451910563) | > loss_disc_real_1: 0.1833943873643875 (0.18497975383486068) | > loss_disc_real_2: 0.21151083707809448 (0.16587372443505696) | > loss_disc_real_3: 0.2613312005996704 (0.23311635000365122) | > loss_disc_real_4: 0.1951584815979004 (0.21692886522838048) | > loss_disc_real_5: 0.22775471210479736 (0.22787964131150926) | > loss_0: 2.238889694213867 (2.2601421560559953) | > loss_gen: 2.5039007663726807 (2.385617528642927) | > loss_kl: 4.3566670417785645 (3.3800577776772633) | > loss_feat: 6.225482940673828 (6.567052568708148) | > loss_mel: 18.817089080810547 (18.159291676112584) | > loss_duration: 2.4706931114196777 (2.4421633652278354) | > loss_1: 34.37383270263672 (32.934182030814036)  --> STEP: 8 | > loss_disc: 2.383301258087158 (2.2755370438098907) | > loss_disc_real_0: 0.14098605513572693 (0.0936967758461833) | > loss_disc_real_1: 0.1807267814874649 (0.1844481322914362) | > loss_disc_real_2: 0.19584380090236664 (0.16961998399347067) | > loss_disc_real_3: 0.20350641012191772 (0.22941510751843452) | > loss_disc_real_4: 0.28011444211006165 (0.22482706233859062) | > loss_disc_real_5: 0.2158229947090149 (0.22637256048619747) | > loss_0: 2.383301258087158 (2.2755370438098907) | > loss_gen: 2.2801895141601562 (2.3724390268325806) | > loss_kl: 3.624479055404663 (3.4106104373931885) | > loss_feat: 8.526054382324219 (6.811927795410156) | > loss_mel: 19.97929573059082 (18.386792182922363) | > loss_duration: 2.3460302352905273 (2.430146723985672) | > loss_1: 36.75605010986328 (33.41191554069519)  --> STEP: 9 | > loss_disc: 2.3895230293273926 (2.2882021533118353) | > loss_disc_real_0: 0.1435319483280182 (0.09923401723305385) | > loss_disc_real_1: 0.18361234664916992 (0.18435526722007328) | > loss_disc_real_2: 0.2323921173810959 (0.17659466548098457) | > loss_disc_real_3: 0.1927725374698639 (0.22534371084637111) | > loss_disc_real_4: 0.24026186764240265 (0.22654204070568085) | > loss_disc_real_5: 0.21461254358291626 (0.22506589194138846) | > loss_0: 2.3895230293273926 (2.2882021533118353) | > loss_gen: 2.3468170166015625 (2.369592136806912) | > loss_kl: 2.4514148235321045 (3.304033146964179) | > loss_feat: 9.609673500061035 (7.122788429260254) | > loss_mel: 18.400285720825195 (18.388291464911568) | > loss_duration: 2.2244210243225098 (2.4072883129119873) | > loss_1: 35.03261184692383 (33.591992908053925)  --> STEP: 10 | > loss_disc: 2.4096755981445312 (2.300349497795105) | > loss_disc_real_0: 0.11233055591583252 (0.10054367110133171) | > loss_disc_real_1: 0.17603269219398499 (0.18352300971746444) | > loss_disc_real_2: 0.20560048520565033 (0.17949524745345116) | > loss_disc_real_3: 0.2993510365486145 (0.23274444341659545) | > loss_disc_real_4: 0.2504234313964844 (0.2289301797747612) | > loss_disc_real_5: 0.2712205946445465 (0.22968136221170427) | > loss_0: 2.4096755981445312 (2.300349497795105) | > loss_gen: 2.332737684249878 (2.3659066915512086) | > loss_kl: 3.3203532695770264 (3.305665159225464) | > loss_feat: 5.628171443939209 (6.973326730728149) | > loss_mel: 15.891225814819336 (18.138584899902344) | > loss_duration: 2.3910984992980957 (2.405669331550598) | > loss_1: 29.56358528137207 (33.18915214538574)  --> STEP: 11 | > loss_disc: 2.491325855255127 (2.3177109848369253) | > loss_disc_real_0: 0.099077507853508 (0.10041038353334773) | > loss_disc_real_1: 0.18436437845230103 (0.18359949778426776) | > loss_disc_real_2: 0.252246230840683 (0.1861089732159268) | > loss_disc_real_3: 0.2469760775566101 (0.23403822833841498) | > loss_disc_real_4: 0.2551831901073456 (0.23131681707772342) | > loss_disc_real_5: 0.24258100986480713 (0.23085405745289542) | > loss_0: 2.491325855255127 (2.3177109848369253) | > loss_gen: 2.25899338722229 (2.3561873002485796) | > loss_kl: 4.0215678215026855 (3.370747219432484) | > loss_feat: 5.149635314941406 (6.807536602020264) | > loss_mel: 15.790325164794922 (17.925106742165305) | > loss_duration: 2.5717475414276123 (2.4207673506303267) | > loss_1: 29.792268753051758 (32.88034456426447)  --> STEP: 12 | > loss_disc: 2.401048183441162 (2.324655751387278) | > loss_disc_real_0: 0.06467044353485107 (0.09743205520013969) | > loss_disc_real_1: 0.22849775850772858 (0.18734101951122284) | > loss_disc_real_2: 0.22178104519844055 (0.18908164588113627) | > loss_disc_real_3: 0.20255692303180695 (0.23141478622953096) | > loss_disc_real_4: 0.2323680967092514 (0.23140442371368408) | > loss_disc_real_5: 0.16170862317085266 (0.22509193792939186) | > loss_0: 2.401048183441162 (2.324655751387278) | > loss_gen: 2.051024913787842 (2.3307571013768515) | > loss_kl: 3.158487558364868 (3.353058914343516) | > loss_feat: 5.230020046234131 (6.676076889038086) | > loss_mel: 16.587987899780273 (17.813680171966553) | > loss_duration: 2.287662982940674 (2.4096753199895224) | > loss_1: 29.315183639526367 (32.58324782053629)  --> STEP: 13 | > loss_disc: 2.5201659202575684 (2.339694995146531) | > loss_disc_real_0: 0.1725083589553833 (0.10320715548900458) | > loss_disc_real_1: 0.1985444873571396 (0.18820282473013952) | > loss_disc_real_2: 0.32067230343818665 (0.19920400415475553) | > loss_disc_real_3: 0.2844163775444031 (0.23549183171529037) | > loss_disc_real_4: 0.2536076009273529 (0.23311236042242783) | > loss_disc_real_5: 0.3371226191520691 (0.23370968263882858) | > loss_0: 2.5201659202575684 (2.339694995146531) | > loss_gen: 2.5713229179382324 (2.3492621641892653) | > loss_kl: 3.335034132003784 (3.3516723926250753) | > loss_feat: 7.056367874145508 (6.705330041738657) | > loss_mel: 17.184253692626953 (17.76526275047889) | > loss_duration: 2.2619075775146484 (2.398308570568378) | > loss_1: 32.40888977050781 (32.5698356628418)  --> STEP: 14 | > loss_disc: 2.3622894287109375 (2.3413088832582747) | > loss_disc_real_0: 0.07364661991596222 (0.1010956886623587) | > loss_disc_real_1: 0.17585107684135437 (0.1873205570237977) | > loss_disc_real_2: 0.1492190808057785 (0.19563365248697145) | > loss_disc_real_3: 0.22139666974544525 (0.23448503443173) | > loss_disc_real_4: 0.26618894934654236 (0.23547497391700745) | > loss_disc_real_5: 0.24889381229877472 (0.23479426332882472) | > loss_0: 2.3622894287109375 (2.3413088832582747) | > loss_gen: 2.275102138519287 (2.3439650194985524) | > loss_kl: 3.8280556201934814 (3.3856997660228183) | > loss_feat: 7.527210235595703 (6.764035769871303) | > loss_mel: 17.802793502807617 (17.76794351850237) | > loss_duration: 2.5030884742736816 (2.405792849404471) | > loss_1: 33.936248779296875 (32.667436599731445)  --> STEP: 15 | > loss_disc: 2.513598680496216 (2.352794869740804) | > loss_disc_real_0: 0.12199968099594116 (0.1024892881512642) | > loss_disc_real_1: 0.18703091144561768 (0.18730124731858572) | > loss_disc_real_2: 0.22932827472686768 (0.19787996063629787) | > loss_disc_real_3: 0.21106499433517456 (0.23292369842529298) | > loss_disc_real_4: 0.22363139688968658 (0.23468540211518604) | > loss_disc_real_5: 0.25584977865219116 (0.23619796435038248) | > loss_0: 2.513598680496216 (2.352794869740804) | > loss_gen: 2.1829748153686523 (2.3332323392232257) | > loss_kl: 3.961826801300049 (3.4241082350413006) | > loss_feat: 7.020579814910889 (6.781138706207275) | > loss_mel: 17.82535171508789 (17.771770731608072) | > loss_duration: 2.408130645751953 (2.4059487024943036) | > loss_1: 33.39886474609375 (32.7161984761556)  --> STEP: 16 | > loss_disc: 2.635791301727295 (2.3704821467399597) | > loss_disc_real_0: 0.13840077817440033 (0.1047337562777102) | > loss_disc_real_1: 0.3269931674003601 (0.1960319923236966) | > loss_disc_real_2: 0.25080740451812744 (0.2011879258789122) | > loss_disc_real_3: 0.2391122281551361 (0.23331048153340816) | > loss_disc_real_4: 0.19625931978225708 (0.232283771969378) | > loss_disc_real_5: 0.1719721406698227 (0.2321838503703475) | > loss_0: 2.635791301727295 (2.3704821467399597) | > loss_gen: 1.9942535161972046 (2.3120461627840996) | > loss_kl: 3.461867094039917 (3.426468163728714) | > loss_feat: 5.259527206420898 (6.686037987470627) | > loss_mel: 14.474458694458008 (17.565688729286194) | > loss_duration: 2.4302785396575928 (2.407469317317009) | > loss_1: 27.620386123657227 (32.39771020412445)  --> STEP: 17 | > loss_disc: 2.550487756729126 (2.38107071203344) | > loss_disc_real_0: 0.06035603582859039 (0.10212330213364433) | > loss_disc_real_1: 0.2509791851043701 (0.19926418013432445) | > loss_disc_real_2: 0.16706329584121704 (0.19918059470022426) | > loss_disc_real_3: 0.26210519671440125 (0.2350042883087607) | > loss_disc_real_4: 0.33480262756347656 (0.2383142928866779) | > loss_disc_real_5: 0.30898118019104004 (0.2367013403598) | > loss_0: 2.550487756729126 (2.38107071203344) | > loss_gen: 2.2278523445129395 (2.307093585238737) | > loss_kl: 2.508969783782959 (3.3724976707907284) | > loss_feat: 5.765150547027588 (6.631868138032801) | > loss_mel: 16.171512603759766 (17.483678368961108) | > loss_duration: 2.4977328777313232 (2.412778938517851) | > loss_1: 29.17121696472168 (32.20791648415958)  --> STEP: 18 | > loss_disc: 2.4970009326934814 (2.387511279847887) | > loss_disc_real_0: 0.05509597063064575 (0.09951067260569996) | > loss_disc_real_1: 0.2504863142967224 (0.20210985425445768) | > loss_disc_real_2: 0.1481776088476181 (0.1963470954861906) | > loss_disc_real_3: 0.22801867127418518 (0.2346161984735065) | > loss_disc_real_4: 0.24969038367271423 (0.2389462979303466) | > loss_disc_real_5: 0.27233201265335083 (0.23868082215388617) | > loss_0: 2.4970009326934814 (2.387511279847887) | > loss_gen: 2.305419921875 (2.307000603940752) | > loss_kl: 3.833134651184082 (3.3980886141459146) | > loss_feat: 9.086153984069824 (6.768217351701525) | > loss_mel: 18.4014949798584 (17.534668180677627) | > loss_duration: 2.273700714111328 (2.4050523704952664) | > loss_1: 35.899906158447266 (32.41302702162001)  --> STEP: 19 | > loss_disc: 2.7100043296813965 (2.404484598260177) | > loss_disc_real_0: 0.11228365451097488 (0.10018293481124074) | > loss_disc_real_1: 0.24137985706329346 (0.2041766965075543) | > loss_disc_real_2: 0.23387165367603302 (0.1983220722330244) | > loss_disc_real_3: 0.2502119243144989 (0.23543702614934822) | > loss_disc_real_4: 0.26107341051101685 (0.24011088280301346) | > loss_disc_real_5: 0.24834048748016357 (0.23918922559211128) | > loss_0: 2.7100043296813965 (2.404484598260177) | > loss_gen: 1.9225521087646484 (2.2867664726156938) | > loss_kl: 2.0489134788513184 (3.3270793964988306) | > loss_feat: 4.28967809677124 (6.63776791723151) | > loss_mel: 11.856901168823242 (17.235838337948447) | > loss_duration: 2.382765054702759 (2.403879353874608) | > loss_1: 22.500808715820312 (31.891331321314762)  --> STEP: 20 | > loss_disc: 2.417727470397949 (2.405146741867066) | > loss_disc_real_0: 0.14466018974781036 (0.10240679755806922) | > loss_disc_real_1: 0.21629182994365692 (0.20478245317935945) | > loss_disc_real_2: 0.24895380437374115 (0.20085365884006023) | > loss_disc_real_3: 0.314178466796875 (0.23937409818172456) | > loss_disc_real_4: 0.2737768590450287 (0.2417941816151142) | > loss_disc_real_5: 0.32743966579437256 (0.24360174760222436) | > loss_0: 2.417727470397949 (2.405146741867066) | > loss_gen: 2.823835849761963 (2.313619941473007) | > loss_kl: 2.3687403202056885 (3.2791624426841737) | > loss_feat: 5.631104946136475 (6.587434768676758) | > loss_mel: 17.698688507080078 (17.25898084640503) | > loss_duration: 2.3335583209991455 (2.400363302230835) | > loss_1: 30.855928421020508 (31.839561176300048)  --> STEP: 21 | > loss_disc: 2.452202320098877 (2.407387483687628) | > loss_disc_real_0: 0.06920565664768219 (0.1008257908480508) | > loss_disc_real_1: 0.174808531999588 (0.20335512359937033) | > loss_disc_real_2: 0.22951459884643555 (0.2022184655070305) | > loss_disc_real_3: 0.22100508213043213 (0.238499383131663) | > loss_disc_real_4: 0.2307709902524948 (0.24126926774070376) | > loss_disc_real_5: 0.23018278181552887 (0.24296274923142933) | > loss_0: 2.452202320098877 (2.407387483687628) | > loss_gen: 2.0416617393493652 (2.300669550895691) | > loss_kl: 2.1401753425598145 (3.2249249617258706) | > loss_feat: 5.268692970275879 (6.524637540181478) | > loss_mel: 15.172922134399414 (17.159644717261905) | > loss_duration: 2.221219062805176 (2.3918326241629466) | > loss_1: 26.84467315673828 (31.601709365844727)  --> STEP: 22 | > loss_disc: 2.4382832050323486 (2.4087918346578427) | > loss_disc_real_0: 0.07336249947547913 (0.09957745942202481) | > loss_disc_real_1: 0.26904842257499695 (0.20634118264371698) | > loss_disc_real_2: 0.1889788955450058 (0.201616666872393) | > loss_disc_real_3: 0.21568724513053894 (0.23746246776797555) | > loss_disc_real_4: 0.24009835720062256 (0.24121604453433643) | > loss_disc_real_5: 0.2257719486951828 (0.24218134920705447) | > loss_0: 2.4382832050323486 (2.4087918346578427) | > loss_gen: 2.0998148918151855 (2.291539793664759) | > loss_kl: 2.4864580631256104 (3.191358284516768) | > loss_feat: 6.81686544418335 (6.537920626727018) | > loss_mel: 17.95720672607422 (17.19589753584428) | > loss_duration: 2.2174525260925293 (2.383906256068837) | > loss_1: 31.57779884338379 (31.600622523914684)  --> STEP: 23 | > loss_disc: 2.4692816734313965 (2.4114218276479975) | > loss_disc_real_0: 0.09639385342597961 (0.09943904177002284) | > loss_disc_real_1: 0.18370845913887024 (0.20535715118698453) | > loss_disc_real_2: 0.19971032440662384 (0.20153378241735956) | > loss_disc_real_3: 0.2790665924549103 (0.239271342754364) | > loss_disc_real_4: 0.2443987876176834 (0.241354424668395) | > loss_disc_real_5: 0.26079368591308594 (0.2429905812377515) | > loss_0: 2.4692816734313965 (2.4114218276479975) | > loss_gen: 2.0625343322753906 (2.281583034473917) | > loss_kl: 3.2429046630859375 (3.1935994314110796) | > loss_feat: 4.008588790893555 (6.427949677342954) | > loss_mel: 13.447840690612793 (17.032938542573348) | > loss_duration: 2.278261661529541 (2.379313012827998) | > loss_1: 25.040128707885742 (31.315383662348207)  --> STEP: 24 | > loss_disc: 2.3541057109832764 (2.4090336561203007) | > loss_disc_real_0: 0.08117128908634186 (0.09867788540820281) | > loss_disc_real_1: 0.18354415893554688 (0.2044482765098413) | > loss_disc_real_2: 0.21723225712776184 (0.202187885530293) | > loss_disc_real_3: 0.21567866206169128 (0.23828831439216933) | > loss_disc_real_4: 0.20723159611225128 (0.23993264014522234) | > loss_disc_real_5: 0.16573111712932587 (0.23977143689990044) | > loss_0: 2.3541057109832764 (2.4090336561203007) | > loss_gen: 2.095818519592285 (2.273842846353849) | > loss_kl: 2.351614475250244 (3.1585167249043784) | > loss_feat: 8.372000694274902 (6.5089518030484514) | > loss_mel: 17.339515686035156 (17.04571259021759) | > loss_duration: 2.403233289718628 (2.380309691031774) | > loss_1: 32.56218338012695 (31.36733365058899)  --> STEP: 25 | > loss_disc: 2.5833239555358887 (2.4160052680969244) | > loss_disc_real_0: 0.0934552550315857 (0.09846898019313813) | > loss_disc_real_1: 0.2131601721048355 (0.20479675233364106) | > loss_disc_real_2: 0.258215993642807 (0.20442900985479354) | > loss_disc_real_3: 0.23261156678199768 (0.23806124448776245) | > loss_disc_real_4: 0.23893029987812042 (0.23989254653453826) | > loss_disc_real_5: 0.28464314341545105 (0.24156630516052247) | > loss_0: 2.5833239555358887 (2.4160052680969244) | > loss_gen: 2.2298243045806885 (2.2720821046829225) | > loss_kl: 3.084702491760254 (3.155564155578613) | > loss_feat: 6.648223876953125 (6.514522686004638) | > loss_mel: 15.318114280700684 (16.976608657836913) | > loss_duration: 2.419504165649414 (2.3818774700164793) | > loss_1: 29.700368881225586 (31.300655059814453)  --> STEP: 26 | > loss_disc: 2.766514301300049 (2.429486384758583) | > loss_disc_real_0: 0.1475607305765152 (0.10035712443865262) | > loss_disc_real_1: 0.15935389697551727 (0.20304895020448244) | > loss_disc_real_2: 0.14870259165763855 (0.2022856860779799) | > loss_disc_real_3: 0.2659296989440918 (0.23913310812069818) | > loss_disc_real_4: 0.17677061259746552 (0.23746477984465086) | > loss_disc_real_5: 0.213832288980484 (0.240499612230521) | > loss_0: 2.766514301300049 (2.429486384758583) | > loss_gen: 1.8151129484176636 (2.254506367903489) | > loss_kl: 2.374506711959839 (3.125523484670199) | > loss_feat: 10.822090148925781 (6.680198357655452) | > loss_mel: 18.42019271850586 (17.032131121708794) | > loss_duration: 2.300271987915039 (2.378738797627962) | > loss_1: 35.732177734375 (31.471098239605244) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024044146904578572 (-0.00018565471355731777) | > avg_loss_disc: 2.429486384758583 (-0.028403612283560253) | > avg_loss_disc_real_0: 0.10035712443865262 (-0.0510984596151572) | > avg_loss_disc_real_1: 0.20304895020448244 (+0.011691774313266456) | > avg_loss_disc_real_2: 0.2022856860779799 (+0.005810347600625099) | > avg_loss_disc_real_3: 0.23913310812069818 (-0.011038539501336903) | > avg_loss_disc_real_4: 0.23746477984465086 (+0.02033657351365456) | > avg_loss_disc_real_5: 0.240499612230521 (+0.013040796495400964) | > avg_loss_0: 2.429486384758583 (-0.028403612283560253) | > avg_loss_gen: 2.254506367903489 (+0.005023722465221869) | > avg_loss_kl: 3.125523484670199 (+0.13160132903319122) | > avg_loss_feat: 6.680198357655452 (-0.01328924986032387) | > avg_loss_mel: 17.032131121708794 (+0.1619823895967869) | > avg_loss_duration: 2.378738797627962 (+0.020704892965463184) | > avg_loss_1: 31.471098239605244 (+0.30602337763859566)  > EPOCH: 909/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:32:28)   --> TIME: 2024-06-12 07:32:30 -- STEP: 4/330 -- GLOBAL_STEP: 387975 | > loss_disc: 2.188076972961426 (2.255756378173828) | > loss_disc_real_0: 0.08990201354026794 (0.09676202945411205) | > loss_disc_real_1: 0.16872677206993103 (0.18507429212331772) | > loss_disc_real_2: 0.20125842094421387 (0.2036191038787365) | > loss_disc_real_3: 0.20103368163108826 (0.2053218111395836) | > loss_disc_real_4: 0.2056916505098343 (0.22037865594029427) | > loss_disc_real_5: 0.20664077997207642 (0.2268391288816929) | > loss_0: 2.188076972961426 (2.255756378173828) | > grad_norm_0: tensor(6.9127, device='cuda:0') (tensor(7.6961, device='cuda:0')) | > loss_gen: 2.6353864669799805 (2.565825641155243) | > loss_kl: 2.0786993503570557 (2.0469353199005127) | > loss_feat: 7.8822808265686035 (6.983346462249756) | > loss_mel: 17.93643569946289 (17.31781530380249) | > loss_duration: 2.1093897819519043 (2.1385820508003235) | > loss_1: 32.64219284057617 (31.052504539489746) | > grad_norm_1: tensor(46.4006, device='cuda:0') (tensor(49.7391, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.3468 (0.3829236626625061) | > loader_time: 0.0027 (0.0030347704887390137)  --> TIME: 2024-06-12 07:32:40 -- STEP: 29/330 -- GLOBAL_STEP: 388000 | > loss_disc: 2.339769124984741 (2.3083165596271384) | > loss_disc_real_0: 0.11863404512405396 (0.10004161606574881) | > loss_disc_real_1: 0.16950783133506775 (0.19368218964543835) | > loss_disc_real_2: 0.20386120676994324 (0.20594151112540016) | > loss_disc_real_3: 0.22954772412776947 (0.22499946992972802) | > loss_disc_real_4: 0.23090298473834991 (0.2273691820687261) | > loss_disc_real_5: 0.22892943024635315 (0.22294845817417935) | > loss_0: 2.339769124984741 (2.3083165596271384) | > grad_norm_0: tensor(6.4932, device='cuda:0') (tensor(8.0319, device='cuda:0')) | > loss_gen: 2.5480990409851074 (2.515706810457953) | > loss_kl: 1.9496848583221436 (1.966250781355233) | > loss_feat: 7.212800979614258 (7.014363765716553) | > loss_mel: 17.449119567871094 (17.265327650925208) | > loss_duration: 1.9652166366577148 (2.0043511390686035) | > loss_1: 31.124923706054688 (30.766000287286168) | > grad_norm_1: tensor(92.3476, device='cuda:0') (tensor(78.2369, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.3528 (0.36185067275474814) | > loader_time: 0.004 (0.0033601892405542835) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_388000.pth  --> TIME: 2024-06-12 07:32:53 -- STEP: 54/330 -- GLOBAL_STEP: 388025 | > loss_disc: 2.3845343589782715 (2.3175884352789966) | > loss_disc_real_0: 0.11185683310031891 (0.102021934395587) | > loss_disc_real_1: 0.23793449997901917 (0.19274959299299452) | > loss_disc_real_2: 0.218379944562912 (0.20783986730708015) | > loss_disc_real_3: 0.2087547779083252 (0.22531012914798879) | > loss_disc_real_4: 0.21945227682590485 (0.22958520496333087) | > loss_disc_real_5: 0.20435531437397003 (0.22287337647544014) | > loss_0: 2.3845343589782715 (2.3175884352789966) | > grad_norm_0: tensor(7.0623, device='cuda:0') (tensor(7.7172, device='cuda:0')) | > loss_gen: 2.397947072982788 (2.5095883740319147) | > loss_kl: 1.7837773561477661 (1.9488202002313402) | > loss_feat: 7.6261982917785645 (7.050784949903135) | > loss_mel: 18.149246215820312 (17.2663527947885) | > loss_duration: 1.9388679265975952 (1.9837115296611079) | > loss_1: 31.896038055419922 (30.759257952372234) | > grad_norm_1: tensor(43.2055, device='cuda:0') (tensor(77.0487, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.3571 (0.3695920396734167) | > loader_time: 0.0037 (0.003388241485313133)  --> TIME: 2024-06-12 07:33:03 -- STEP: 79/330 -- GLOBAL_STEP: 388050 | > loss_disc: 2.2877578735351562 (2.326563134978088) | > loss_disc_real_0: 0.0943160355091095 (0.10360423183139367) | > loss_disc_real_1: 0.20091766119003296 (0.19301206137560592) | > loss_disc_real_2: 0.2299782931804657 (0.2085768891663491) | > loss_disc_real_3: 0.21569615602493286 (0.2264560093230839) | > loss_disc_real_4: 0.23455753922462463 (0.22896707529508614) | > loss_disc_real_5: 0.2349052131175995 (0.2220392828877968) | > loss_0: 2.2877578735351562 (2.326563134978088) | > grad_norm_0: tensor(14.5468, device='cuda:0') (tensor(7.8545, device='cuda:0')) | > loss_gen: 2.617342948913574 (2.4979566048972215) | > loss_kl: 1.8579537868499756 (1.966150697273544) | > loss_feat: 6.851044654846191 (7.037032139452198) | > loss_mel: 17.189809799194336 (17.219649218305758) | > loss_duration: 1.9718960523605347 (1.978110437151752) | > loss_1: 30.488046646118164 (30.698899232888525) | > grad_norm_1: tensor(338.4936, device='cuda:0') (tensor(83.2214, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.381 (0.3691643642473824) | > loader_time: 0.0041 (0.00344723689405224)  --> TIME: 2024-06-12 07:33:12 -- STEP: 104/330 -- GLOBAL_STEP: 388075 | > loss_disc: 2.2977454662323 (2.3358944287666903) | > loss_disc_real_0: 0.10755724459886551 (0.10676622498207368) | > loss_disc_real_1: 0.18973273038864136 (0.19448473763007385) | > loss_disc_real_2: 0.1926734298467636 (0.20854082331061363) | > loss_disc_real_3: 0.19411081075668335 (0.22652527904854372) | > loss_disc_real_4: 0.2242054045200348 (0.22841350748561895) | > loss_disc_real_5: 0.21177516877651215 (0.22143598531301206) | > loss_0: 2.2977454662323 (2.3358944287666903) | > grad_norm_0: tensor(7.0091, device='cuda:0') (tensor(8.5414, device='cuda:0')) | > loss_gen: 2.4791696071624756 (2.492576452401968) | > loss_kl: 2.1159825325012207 (1.9834482979315977) | > loss_feat: 7.441218852996826 (7.035594917260683) | > loss_mel: 17.409990310668945 (17.20007927601155) | > loss_duration: 2.0392751693725586 (1.9820565890807371) | > loss_1: 31.485637664794922 (30.69375568169814) | > grad_norm_1: tensor(76.7232, device='cuda:0') (tensor(99.0377, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.3714 (0.3684334617394668) | > loader_time: 0.0041 (0.003547553832714374)  --> TIME: 2024-06-12 07:33:22 -- STEP: 129/330 -- GLOBAL_STEP: 388100 | > loss_disc: 2.361903429031372 (2.3460525708605147) | > loss_disc_real_0: 0.11930342018604279 (0.1089306146252987) | > loss_disc_real_1: 0.20016805827617645 (0.19542179747607358) | > loss_disc_real_2: 0.22120213508605957 (0.20834888899049095) | > loss_disc_real_3: 0.23012226819992065 (0.2275386917036633) | > loss_disc_real_4: 0.2435487061738968 (0.2298331185597782) | > loss_disc_real_5: 0.229991614818573 (0.2223986826201742) | > loss_0: 2.361903429031372 (2.3460525708605147) | > grad_norm_0: tensor(7.8080, device='cuda:0') (tensor(8.4086, device='cuda:0')) | > loss_gen: 2.5979909896850586 (2.486599417619927) | > loss_kl: 2.0097978115081787 (1.9916083757267442) | > loss_feat: 7.028057098388672 (7.013225913971894) | > loss_mel: 17.485944747924805 (17.185931346213163) | > loss_duration: 1.9576295614242554 (1.985234677329544) | > loss_1: 31.079421997070312 (30.662599888882895) | > grad_norm_1: tensor(36.9843, device='cuda:0') (tensor(95.7209, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.4014 (0.3718707912652068) | > loader_time: 0.004 (0.0036735054134398467)  --> TIME: 2024-06-12 07:33:32 -- STEP: 154/330 -- GLOBAL_STEP: 388125 | > loss_disc: 2.316272258758545 (2.3533761981245758) | > loss_disc_real_0: 0.13589096069335938 (0.10952538150278004) | > loss_disc_real_1: 0.22176240384578705 (0.19558677183730258) | > loss_disc_real_2: 0.23561935126781464 (0.20990290221842847) | > loss_disc_real_3: 0.2614556550979614 (0.2285997016089303) | > loss_disc_real_4: 0.203793466091156 (0.2307595790593655) | > loss_disc_real_5: 0.20912028849124908 (0.22340678123684674) | > loss_0: 2.316272258758545 (2.3533761981245758) | > grad_norm_0: tensor(12.7411, device='cuda:0') (tensor(8.5173, device='cuda:0')) | > loss_gen: 2.5761241912841797 (2.4803718204622136) | > loss_kl: 1.9890961647033691 (1.9958145726810803) | > loss_feat: 6.8567304611206055 (6.998794314149138) | > loss_mel: 16.898027420043945 (17.1720811484696) | > loss_duration: 1.9934395551681519 (1.9888265821840856) | > loss_1: 30.313417434692383 (30.63588857031488) | > grad_norm_1: tensor(222.7786, device='cuda:0') (tensor(98.5699, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.4327 (0.37614652553162037) | > loader_time: 0.0042 (0.0037944162046754516)  --> TIME: 2024-06-12 07:33:43 -- STEP: 179/330 -- GLOBAL_STEP: 388150 | > loss_disc: 2.3687660694122314 (2.356855786712477) | > loss_disc_real_0: 0.11815492808818817 (0.11102195100744343) | > loss_disc_real_1: 0.1805650293827057 (0.19569264760230498) | > loss_disc_real_2: 0.19394254684448242 (0.20977473292270848) | > loss_disc_real_3: 0.2037198692560196 (0.22893878334727366) | > loss_disc_real_4: 0.2094227820634842 (0.23057068301645736) | > loss_disc_real_5: 0.21278227865695953 (0.2233883020931116) | > loss_0: 2.3687660694122314 (2.356855786712477) | > grad_norm_0: tensor(16.8246, device='cuda:0') (tensor(9.3884, device='cuda:0')) | > loss_gen: 2.3978018760681152 (2.4756068064513808) | > loss_kl: 2.2192516326904297 (2.005890125002941) | > loss_feat: 7.119516372680664 (6.985479464078082) | > loss_mel: 16.930397033691406 (17.160957608143047) | > loss_duration: 2.047914743423462 (1.9956062998851585) | > loss_1: 30.714881896972656 (30.62354036682811) | > grad_norm_1: tensor(345.8444, device='cuda:0') (tensor(114.6415, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.3923 (0.3796209356638308) | > loader_time: 0.0048 (0.003913597021688962)  --> TIME: 2024-06-12 07:33:53 -- STEP: 204/330 -- GLOBAL_STEP: 388175 | > loss_disc: 2.3591179847717285 (2.3591293692588797) | > loss_disc_real_0: 0.12803961336612701 (0.11217702512501501) | > loss_disc_real_1: 0.21938560903072357 (0.1960462360989813) | > loss_disc_real_2: 0.2533164620399475 (0.21024207938827716) | > loss_disc_real_3: 0.2488398402929306 (0.2290449284893625) | > loss_disc_real_4: 0.23399658501148224 (0.23085607361851954) | > loss_disc_real_5: 0.2513539791107178 (0.22322344151782056) | > loss_0: 2.3591179847717285 (2.3591293692588797) | > grad_norm_0: tensor(35.5705, device='cuda:0') (tensor(10.5939, device='cuda:0')) | > loss_gen: 2.640444278717041 (2.4758186176711416) | > loss_kl: 2.0766565799713135 (2.01140939838746) | > loss_feat: 7.541911602020264 (6.971200183326123) | > loss_mel: 17.280832290649414 (17.11349379315096) | > loss_duration: 2.008004903793335 (2.003920614719391) | > loss_1: 31.547849655151367 (30.57584266101613) | > grad_norm_1: tensor(551.5386, device='cuda:0') (tensor(137.7052, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.3925 (0.3815925577107599) | > loader_time: 0.0046 (0.004024682091731651)  --> TIME: 2024-06-12 07:34:03 -- STEP: 229/330 -- GLOBAL_STEP: 388200 | > loss_disc: 2.466951847076416 (2.3631295668506205) | > loss_disc_real_0: 0.14826521277427673 (0.11362604253547161) | > loss_disc_real_1: 0.23809754848480225 (0.1970636093069892) | > loss_disc_real_2: 0.20946864783763885 (0.2106057824526291) | > loss_disc_real_3: 0.24766825139522552 (0.22950453971671225) | > loss_disc_real_4: 0.24542662501335144 (0.2314163428857337) | > loss_disc_real_5: 0.2313871830701828 (0.22275216304839437) | > loss_0: 2.466951847076416 (2.3631295668506205) | > grad_norm_0: tensor(9.3008, device='cuda:0') (tensor(12.6390, device='cuda:0')) | > loss_gen: 2.439702272415161 (2.479626517108432) | > loss_kl: 2.2212228775024414 (2.018756147034823) | > loss_feat: 6.716127395629883 (6.9773408106841375) | > loss_mel: 16.894630432128906 (17.085157511015645) | > loss_duration: 2.1182188987731934 (2.013115277977489) | > loss_1: 30.389904022216797 (30.573996306506828) | > grad_norm_1: tensor(81.3755, device='cuda:0') (tensor(165.0460, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.4036 (0.3834749402958234) | > loader_time: 0.0053 (0.004156308403181719)  --> TIME: 2024-06-12 07:34:14 -- STEP: 254/330 -- GLOBAL_STEP: 388225 | > loss_disc: 2.443632125854492 (2.368024183070566) | > loss_disc_real_0: 0.1252686083316803 (0.11494758032907651) | > loss_disc_real_1: 0.19969268143177032 (0.19754563313065546) | > loss_disc_real_2: 0.20341166853904724 (0.21059530269442578) | > loss_disc_real_3: 0.22585003077983856 (0.2293224462021993) | > loss_disc_real_4: 0.25653791427612305 (0.23130277180530895) | > loss_disc_real_5: 0.2177942842245102 (0.22336582898154972) | > loss_0: 2.443632125854492 (2.368024183070566) | > grad_norm_0: tensor(22.2709, device='cuda:0') (tensor(14.0161, device='cuda:0')) | > loss_gen: 2.4456515312194824 (2.479288021410542) | > loss_kl: 2.1146366596221924 (2.0234447027754587) | > loss_feat: 7.274316310882568 (6.980454065668301) | > loss_mel: 16.400226593017578 (17.058156644265484) | > loss_duration: 2.0565237998962402 (2.0209134235156823) | > loss_1: 30.291357040405273 (30.56225689565103) | > grad_norm_1: tensor(166.4782, device='cuda:0') (tensor(181.8306, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.4408 (0.386912911895692) | > loader_time: 0.0063 (0.0042891934162049795)  --> TIME: 2024-06-12 07:34:25 -- STEP: 279/330 -- GLOBAL_STEP: 388250 | > loss_disc: 2.3464953899383545 (2.368458892282192) | > loss_disc_real_0: 0.12193261086940765 (0.11667296853864492) | > loss_disc_real_1: 0.19893833994865417 (0.1977214506129637) | > loss_disc_real_2: 0.20127777755260468 (0.2108096487312761) | > loss_disc_real_3: 0.23787744343280792 (0.22921865099647137) | > loss_disc_real_4: 0.28222107887268066 (0.23143732804124073) | > loss_disc_real_5: 0.231810063123703 (0.22253898565914468) | > loss_0: 2.3464953899383545 (2.368458892282192) | > grad_norm_0: tensor(25.8390, device='cuda:0') (tensor(15.6254, device='cuda:0')) | > loss_gen: 2.6320853233337402 (2.478580205671247) | > loss_kl: 2.1053481101989746 (2.0270939108291404) | > loss_feat: 7.751669406890869 (6.977014290389194) | > loss_mel: 16.815568923950195 (17.008623437642196) | > loss_duration: 2.1207871437072754 (2.030497255291136) | > loss_1: 31.425458908081055 (30.52180917117758) | > grad_norm_1: tensor(596.4334, device='cuda:0') (tensor(202.8061, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.4492 (0.3919596210602792) | > loader_time: 0.0058 (0.004450473306854139)  --> TIME: 2024-06-12 07:34:37 -- STEP: 304/330 -- GLOBAL_STEP: 388275 | > loss_disc: 2.341846227645874 (2.370039012087019) | > loss_disc_real_0: 0.12130444496870041 (0.11794078440748547) | > loss_disc_real_1: 0.18812108039855957 (0.19760293253746467) | > loss_disc_real_2: 0.2053086906671524 (0.21074593650471218) | > loss_disc_real_3: 0.2177218198776245 (0.22944217900696554) | > loss_disc_real_4: 0.24222657084465027 (0.23190983007416913) | > loss_disc_real_5: 0.2060859501361847 (0.22236191363711105) | > loss_0: 2.341846227645874 (2.370039012087019) | > grad_norm_0: tensor(12.4050, device='cuda:0') (tensor(17.2144, device='cuda:0')) | > loss_gen: 2.6727752685546875 (2.48138844339471) | > loss_kl: 2.0618629455566406 (2.0305807814002033) | > loss_feat: 7.260831832885742 (7.000206059531162) | > loss_mel: 16.760583877563477 (16.97803222191961) | > loss_duration: 2.1799769401550293 (2.0418544544985426) | > loss_1: 30.936031341552734 (30.532062016035383) | > grad_norm_1: tensor(492.2685, device='cuda:0') (tensor(222.4437, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 0.4772 (0.3983715937325829) | > loader_time: 0.0067 (0.004623471122038992)  --> TIME: 2024-06-12 07:35:05 -- STEP: 329/330 -- GLOBAL_STEP: 388300 | > loss_disc: 2.677701234817505 (2.3754896900211775) | > loss_disc_real_0: 0.20686188340187073 (0.12018126389719433) | > loss_disc_real_1: 0.24604445695877075 (0.19890399453850133) | > loss_disc_real_2: 0.2248591184616089 (0.21122707797944723) | > loss_disc_real_3: 0.31027600169181824 (0.2296607461743804) | > loss_disc_real_4: 0.23997850716114044 (0.23193441163805117) | > loss_disc_real_5: 0.3395130932331085 (0.22180482654586026) | > loss_0: 2.677701234817505 (2.3754896900211775) | > grad_norm_0: tensor(8.6231, device='cuda:0') (tensor(18.4261, device='cuda:0')) | > loss_gen: 2.321119546890259 (2.4812426226479656) | > loss_kl: 2.3031210899353027 (2.0403493606573173) | > loss_feat: 10.236461639404297 (7.103678690263928) | > loss_mel: 17.562280654907227 (16.961300803535256) | > loss_duration: 2.3028316497802734 (2.056992209791051) | > loss_1: 34.72581481933594 (30.643563719868297) | > grad_norm_1: tensor(190.7891, device='cuda:0') (tensor(236.7824, device='cuda:0')) | > current_lr_0: 0.00017851725521050897 | > current_lr_1: 0.00017851725521050897 | > step_time: 14.2194 (0.45265988593405865) | > loader_time: 0.0341 (0.005052683925918533)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5271596908569336 (2.5271596908569336) | > loss_disc_real_0: 0.15935686230659485 (0.15935686230659485) | > loss_disc_real_1: 0.2164238691329956 (0.2164238691329956) | > loss_disc_real_2: 0.22351261973381042 (0.22351261973381042) | > loss_disc_real_3: 0.293422669172287 (0.293422669172287) | > loss_disc_real_4: 0.30330604314804077 (0.30330604314804077) | > loss_disc_real_5: 0.27832454442977905 (0.27832454442977905) | > loss_0: 2.5271596908569336 (2.5271596908569336) | > loss_gen: 2.4318299293518066 (2.4318299293518066) | > loss_kl: 3.2780134677886963 (3.2780134677886963) | > loss_feat: 4.7616658210754395 (4.7616658210754395) | > loss_mel: 14.5072021484375 (14.5072021484375) | > loss_duration: 3.155919075012207 (3.155919075012207) | > loss_1: 28.134632110595703 (28.134632110595703)  --> STEP: 1 | > loss_disc: 2.13838791847229 (2.13838791847229) | > loss_disc_real_0: 0.054613739252090454 (0.054613739252090454) | > loss_disc_real_1: 0.13181692361831665 (0.13181692361831665) | > loss_disc_real_2: 0.22675365209579468 (0.22675365209579468) | > loss_disc_real_3: 0.23654073476791382 (0.23654073476791382) | > loss_disc_real_4: 0.21718689799308777 (0.21718689799308777) | > loss_disc_real_5: 0.2428930401802063 (0.2428930401802063) | > loss_0: 2.13838791847229 (2.13838791847229) | > loss_gen: 2.526472568511963 (2.526472568511963) | > loss_kl: 3.3927199840545654 (3.3927199840545654) | > loss_feat: 7.549548149108887 (7.549548149108887) | > loss_mel: 19.195404052734375 (19.195404052734375) | > loss_duration: 2.6085612773895264 (2.6085612773895264) | > loss_1: 35.272708892822266 (35.272708892822266)  --> STEP: 2 | > loss_disc: 2.1163787841796875 (2.1273833513259888) | > loss_disc_real_0: 0.07382277399301529 (0.06421825662255287) | > loss_disc_real_1: 0.2649841010570526 (0.19840051233768463) | > loss_disc_real_2: 0.2000168263912201 (0.21338523924350739) | > loss_disc_real_3: 0.2407754510641098 (0.2386580929160118) | > loss_disc_real_4: 0.19094175100326538 (0.20406432449817657) | > loss_disc_real_5: 0.18291011452674866 (0.21290157735347748) | > loss_0: 2.1163787841796875 (2.1273833513259888) | > loss_gen: 2.540475368499756 (2.5334739685058594) | > loss_kl: 3.5386502742767334 (3.4656851291656494) | > loss_feat: 6.540578365325928 (7.045063257217407) | > loss_mel: 17.773256301879883 (18.48433017730713) | > loss_duration: 2.499602794647217 (2.5540820360183716) | > loss_1: 32.89256286621094 (34.0826358795166)  --> STEP: 3 | > loss_disc: 2.353379487991333 (2.2027153968811035) | > loss_disc_real_0: 0.08943188935518265 (0.0726228008667628) | > loss_disc_real_1: 0.19724132120609283 (0.1980141152938207) | > loss_disc_real_2: 0.15676473081111908 (0.19451173643271127) | > loss_disc_real_3: 0.28477761149406433 (0.25403126577536267) | > loss_disc_real_4: 0.2905830442905426 (0.23290389776229858) | > loss_disc_real_5: 0.2637052536010742 (0.2298361361026764) | > loss_0: 2.353379487991333 (2.2027153968811035) | > loss_gen: 2.3332090377807617 (2.4667189915974936) | > loss_kl: 3.415494680404663 (3.448954979578654) | > loss_feat: 4.91227388381958 (6.334133466084798) | > loss_mel: 17.7121639251709 (18.22694142659505) | > loss_duration: 2.341857671737671 (2.483340581258138) | > loss_1: 30.71500015258789 (32.96009063720703)  --> STEP: 4 | > loss_disc: 2.5143866539001465 (2.2806332111358643) | > loss_disc_real_0: 0.10554733872413635 (0.08085393533110619) | > loss_disc_real_1: 0.2169407606124878 (0.20274577662348747) | > loss_disc_real_2: 0.21894501149654388 (0.20062005519866943) | > loss_disc_real_3: 0.22383961081504822 (0.24648335203528404) | > loss_disc_real_4: 0.23517099022865295 (0.23347067087888718) | > loss_disc_real_5: 0.22904302179813385 (0.22963785752654076) | > loss_0: 2.5143866539001465 (2.2806332111358643) | > loss_gen: 1.9897620677947998 (2.34747976064682) | > loss_kl: 3.8055949211120605 (3.5381149649620056) | > loss_feat: 5.980831623077393 (6.245808005332947) | > loss_mel: 19.319440841674805 (18.50006628036499) | > loss_duration: 2.4579920768737793 (2.4770034551620483) | > loss_1: 33.553619384765625 (33.10847282409668)  --> STEP: 5 | > loss_disc: 2.389451026916504 (2.302396774291992) | > loss_disc_real_0: 0.21302449703216553 (0.10728804767131805) | > loss_disc_real_1: 0.27102065086364746 (0.21640075147151946) | > loss_disc_real_2: 0.20263323187828064 (0.20102269053459168) | > loss_disc_real_3: 0.2681199908256531 (0.25081067979335786) | > loss_disc_real_4: 0.248258575797081 (0.23642825186252595) | > loss_disc_real_5: 0.22394177317619324 (0.22849864065647124) | > loss_0: 2.389451026916504 (2.302396774291992) | > loss_gen: 2.5728766918182373 (2.3925591468811036) | > loss_kl: 3.0135207176208496 (3.4331961154937742) | > loss_feat: 6.137103080749512 (6.22406702041626) | > loss_mel: 17.45075225830078 (18.290203475952147) | > loss_duration: 2.339831829071045 (2.4495691299438476) | > loss_1: 31.514083862304688 (32.78959503173828)  --> STEP: 6 | > loss_disc: 2.274123430252075 (2.2976845502853394) | > loss_disc_real_0: 0.07573336362838745 (0.10202893366416295) | > loss_disc_real_1: 0.21457622945308685 (0.21609666446844736) | > loss_disc_real_2: 0.22757546603679657 (0.20544815311829248) | > loss_disc_real_3: 0.28023409843444824 (0.25571458290020627) | > loss_disc_real_4: 0.22907213866710663 (0.2352022329966227) | > loss_disc_real_5: 0.19810593128204346 (0.22343318909406662) | > loss_0: 2.274123430252075 (2.2976845502853394) | > loss_gen: 2.5332529544830322 (2.4160081148147583) | > loss_kl: 3.289431571960449 (3.40923535823822) | > loss_feat: 6.866756439208984 (6.331181923548381) | > loss_mel: 17.590112686157227 (18.173521677652996) | > loss_duration: 2.18752384185791 (2.405894915262858) | > loss_1: 32.46707534790039 (32.73584175109863)  --> STEP: 7 | > loss_disc: 2.399312734603882 (2.3122028623308455) | > loss_disc_real_0: 0.09931933879852295 (0.10164184868335724) | > loss_disc_real_1: 0.1850246787071228 (0.21165780935968673) | > loss_disc_real_2: 0.25597673654556274 (0.2126665221793311) | > loss_disc_real_3: 0.29374873638153076 (0.26114803339753834) | > loss_disc_real_4: 0.24409762024879456 (0.23647300260407583) | > loss_disc_real_5: 0.23319877684116364 (0.22482827305793762) | > loss_0: 2.399312734603882 (2.3122028623308455) | > loss_gen: 2.309760332107544 (2.400829860142299) | > loss_kl: 4.332988739013672 (3.5412001269204274) | > loss_feat: 5.848865032196045 (6.262279510498047) | > loss_mel: 17.438438415527344 (18.068509783063615) | > loss_duration: 2.5483343601226807 (2.42624340738569) | > loss_1: 32.478389739990234 (32.699062892368865)  --> STEP: 8 | > loss_disc: 2.479541778564453 (2.3331202268600464) | > loss_disc_real_0: 0.0987410843372345 (0.1012792531400919) | > loss_disc_real_1: 0.19587677717208862 (0.20968518033623695) | > loss_disc_real_2: 0.17392033338546753 (0.20782324858009815) | > loss_disc_real_3: 0.19157595932483673 (0.2524515241384506) | > loss_disc_real_4: 0.1994047909975052 (0.2318394761532545) | > loss_disc_real_5: 0.27275922894477844 (0.23081964254379272) | > loss_0: 2.479541778564453 (2.3331202268600464) | > loss_gen: 2.2326879501342773 (2.3798121213912964) | > loss_kl: 3.366597890853882 (3.5193748474121094) | > loss_feat: 8.981487274169922 (6.602180480957031) | > loss_mel: 15.420758247375488 (17.7375408411026) | > loss_duration: 2.328566074371338 (2.414033740758896) | > loss_1: 32.330101013183594 (32.6529426574707)  --> STEP: 9 | > loss_disc: 2.560371160507202 (2.3583703305986194) | > loss_disc_real_0: 0.11211764812469482 (0.10248351924949223) | > loss_disc_real_1: 0.17886711657047272 (0.20626095102892983) | > loss_disc_real_2: 0.281669557094574 (0.21602839397059548) | > loss_disc_real_3: 0.3820379078388214 (0.2668500112162696) | > loss_disc_real_4: 0.22199729084968567 (0.23074590000841352) | > loss_disc_real_5: 0.25491172075271606 (0.233496540122562) | > loss_0: 2.560371160507202 (2.3583703305986194) | > loss_gen: 2.2449140548706055 (2.3648234473334417) | > loss_kl: 2.4167401790618896 (3.396859884262085) | > loss_feat: 6.907473564147949 (6.636101934644911) | > loss_mel: 18.272708892822266 (17.797003957960342) | > loss_duration: 2.2006092071533203 (2.39031990369161) | > loss_1: 32.042449951171875 (32.585110134548614)  --> STEP: 10 | > loss_disc: 2.348639488220215 (2.3573972463607786) | > loss_disc_real_0: 0.04510585591197014 (0.09674575291574002) | > loss_disc_real_1: 0.20336754620075226 (0.20597161054611207) | > loss_disc_real_2: 0.17520852386951447 (0.21194640696048736) | > loss_disc_real_3: 0.24700775742530823 (0.26486578583717346) | > loss_disc_real_4: 0.2508317530155182 (0.232754485309124) | > loss_disc_real_5: 0.2837277054786682 (0.2385196566581726) | > loss_0: 2.348639488220215 (2.3573972463607786) | > loss_gen: 2.2667672634124756 (2.355017828941345) | > loss_kl: 3.1245837211608887 (3.3696322679519652) | > loss_feat: 6.387737274169922 (6.611265468597412) | > loss_mel: 17.679079055786133 (17.78521146774292) | > loss_duration: 2.357455253601074 (2.3870334386825562) | > loss_1: 31.815624237060547 (32.508161544799805)  --> STEP: 11 | > loss_disc: 2.486154079437256 (2.3691024130040947) | > loss_disc_real_0: 0.16753767430782318 (0.10318138213320212) | > loss_disc_real_1: 0.1925569474697113 (0.2047520957209847) | > loss_disc_real_2: 0.2757165729999542 (0.21774369478225708) | > loss_disc_real_3: 0.22894389927387238 (0.2616001597859643) | > loss_disc_real_4: 0.28985485434532166 (0.23794542794877832) | > loss_disc_real_5: 0.2699735462665558 (0.24137910116802563) | > loss_0: 2.486154079437256 (2.3691024130040947) | > loss_gen: 2.3677566051483154 (2.3561758995056152) | > loss_kl: 3.739956855773926 (3.4032981395721436) | > loss_feat: 6.377464294433594 (6.590010816400701) | > loss_mel: 16.859638214111328 (17.701068444685504) | > loss_duration: 2.580303907394409 (2.4046034812927246) | > loss_1: 31.92511749267578 (32.45515754006126)  --> STEP: 12 | > loss_disc: 2.586411237716675 (2.387211481730143) | > loss_disc_real_0: 0.18351662158966064 (0.10987598542124033) | > loss_disc_real_1: 0.28123289346694946 (0.21112549553314844) | > loss_disc_real_2: 0.30778342485427856 (0.2252470056215922) | > loss_disc_real_3: 0.30028781294822693 (0.2648241308828195) | > loss_disc_real_4: 0.21178309619426727 (0.2357652336359024) | > loss_disc_real_5: 0.24041792750358582 (0.24129900336265564) | > loss_0: 2.586411237716675 (2.387211481730143) | > loss_gen: 2.454493284225464 (2.364369014898936) | > loss_kl: 2.9170589447021484 (3.3627782066663108) | > loss_feat: 5.809633255004883 (6.52497935295105) | > loss_mel: 16.931196212768555 (17.63691242535909) | > loss_duration: 2.2814600467681885 (2.39434152841568) | > loss_1: 30.393840789794922 (32.28338114420573)  --> STEP: 13 | > loss_disc: 2.472797155380249 (2.393794995087844) | > loss_disc_real_0: 0.17795053124427795 (0.11511248894608937) | > loss_disc_real_1: 0.24671174585819244 (0.21386289940430567) | > loss_disc_real_2: 0.26555952429771423 (0.22834796859667852) | > loss_disc_real_3: 0.2716291546821594 (0.2653475942519995) | > loss_disc_real_4: 0.25850799679756165 (0.23751467695603004) | > loss_disc_real_5: 0.2175750732421875 (0.23947408566108117) | > loss_0: 2.472797155380249 (2.393794995087844) | > loss_gen: 2.473846435546875 (2.372790354948777) | > loss_kl: 3.6351194381713867 (3.3837275321667013) | > loss_feat: 4.921501636505127 (6.401634913224441) | > loss_mel: 15.591981887817383 (17.47961007631742) | > loss_duration: 2.2914469242095947 (2.386426558861366) | > loss_1: 28.913896560668945 (32.02419002239521)  --> STEP: 14 | > loss_disc: 2.3871517181396484 (2.39332047530583) | > loss_disc_real_0: 0.08050592243671417 (0.11264059133827686) | > loss_disc_real_1: 0.21504010260105133 (0.21394698534693038) | > loss_disc_real_2: 0.20143146812915802 (0.22642536142042705) | > loss_disc_real_3: 0.2507973611354828 (0.264308291886534) | > loss_disc_real_4: 0.3070240318775177 (0.24247963087899344) | > loss_disc_real_5: 0.2277764528989792 (0.23863854046378816) | > loss_0: 2.3871517181396484 (2.39332047530583) | > loss_gen: 2.31966495513916 (2.3689956835338046) | > loss_kl: 4.22482442855835 (3.4438058819089616) | > loss_feat: 5.419118881225586 (6.331455196653094) | > loss_mel: 17.773704528808594 (17.500616822923934) | > loss_duration: 2.4421634674072266 (2.3904077666146413) | > loss_1: 32.179473876953125 (32.035281726292204)  --> STEP: 15 | > loss_disc: 2.439688205718994 (2.396411657333374) | > loss_disc_real_0: 0.16689631342887878 (0.11625763947765032) | > loss_disc_real_1: 0.25017306208610535 (0.21636205712954204) | > loss_disc_real_2: 0.24412743747234344 (0.22760549982388814) | > loss_disc_real_3: 0.2760794162750244 (0.26509303351243335) | > loss_disc_real_4: 0.252852201461792 (0.24317113558451334) | > loss_disc_real_5: 0.2931880056858063 (0.24227517147858937) | > loss_0: 2.439688205718994 (2.396411657333374) | > loss_gen: 2.820075273513794 (2.3990676561991373) | > loss_kl: 4.088662147521973 (3.4867962996164956) | > loss_feat: 6.858011722564697 (6.366558965047201) | > loss_mel: 17.664522171020508 (17.511543846130373) | > loss_duration: 2.4039361476898193 (2.39130965868632) | > loss_1: 33.835208892822266 (32.15527687072754)  --> STEP: 16 | > loss_disc: 2.541532278060913 (2.405481696128845) | > loss_disc_real_0: 0.20672819018363953 (0.12191204889677465) | > loss_disc_real_1: 0.23613551259040833 (0.21759789809584618) | > loss_disc_real_2: 0.28015393018722534 (0.23088977672159672) | > loss_disc_real_3: 0.3085765540599823 (0.2678107535466552) | > loss_disc_real_4: 0.29299014806747437 (0.2462848238646984) | > loss_disc_real_5: 0.2696720063686371 (0.24398747365921736) | > loss_0: 2.541532278060913 (2.405481696128845) | > loss_gen: 2.615607976913452 (2.412601426243782) | > loss_kl: 2.3755922317504883 (3.4173460453748703) | > loss_feat: 7.044286251068115 (6.408916920423508) | > loss_mel: 15.531620025634766 (17.387798607349396) | > loss_duration: 2.3707451820373535 (2.3900243788957596) | > loss_1: 29.937850952148438 (32.016687750816345)  --> STEP: 17 | > loss_disc: 2.6907153129577637 (2.422260144177605) | > loss_disc_real_0: 0.1426684856414795 (0.12313301576411023) | > loss_disc_real_1: 0.25203967094421387 (0.21962388473398545) | > loss_disc_real_2: 0.3349418044090271 (0.23701048423262203) | > loss_disc_real_3: 0.30332058668136597 (0.2698995672604617) | > loss_disc_real_4: 0.2607719600200653 (0.24713700834442587) | > loss_disc_real_5: 0.3678934574127197 (0.25127606093883514) | > loss_0: 2.6907153129577637 (2.422260144177605) | > loss_gen: 2.626736879348755 (2.425197629367604) | > loss_kl: 2.5064241886138916 (3.3637624067418717) | > loss_feat: 6.9659013748168945 (6.441680711858413) | > loss_mel: 16.360918045043945 (17.327393868390253) | > loss_duration: 2.4889163970947266 (2.395841556436875) | > loss_1: 30.948898315429688 (31.953876607558307)  --> STEP: 18 | > loss_disc: 2.667936325073242 (2.4359088208940296) | > loss_disc_real_0: 0.18603338301181793 (0.1266274806112051) | > loss_disc_real_1: 0.26461049914360046 (0.22212314109007517) | > loss_disc_real_2: 0.3102518916130066 (0.24107945130931008) | > loss_disc_real_3: 0.3071978986263275 (0.2719716967807876) | > loss_disc_real_4: 0.28433874249458313 (0.24920377135276794) | > loss_disc_real_5: 0.3432690501213074 (0.2563867825600836) | > loss_0: 2.667936325073242 (2.4359088208940296) | > loss_gen: 2.740668535232544 (2.442723790804545) | > loss_kl: 2.83508563041687 (3.334391474723816) | > loss_feat: 7.61402702331543 (6.506811062494914) | > loss_mel: 17.403226852416992 (17.331606811947292) | > loss_duration: 2.288287878036499 (2.389866352081299) | > loss_1: 32.88129806518555 (32.00540002187093)  --> STEP: 19 | > loss_disc: 2.6733813285827637 (2.4484073739302787) | > loss_disc_real_0: 0.16347146034240723 (0.1285666374391631) | > loss_disc_real_1: 0.2340497523546219 (0.22275085747241974) | > loss_disc_real_2: 0.29864266514778137 (0.24410909414291382) | > loss_disc_real_3: 0.29315412044525146 (0.2730865611841804) | > loss_disc_real_4: 0.2810986340045929 (0.25088244833444295) | > loss_disc_real_5: 0.346333384513855 (0.26112081424186107) | > loss_0: 2.6733813285827637 (2.4484073739302787) | > loss_gen: 2.320693254470825 (2.4363011309975073) | > loss_kl: 1.9185353517532349 (3.259872731409575) | > loss_feat: 6.063958644866943 (6.483503040514495) | > loss_mel: 17.056133270263672 (17.31710820449026) | > loss_duration: 2.3832149505615234 (2.3895162783171) | > loss_1: 29.742536544799805 (31.886301944130345)  --> STEP: 20 | > loss_disc: 2.235368013381958 (2.4377554059028625) | > loss_disc_real_0: 0.03289465606212616 (0.12378303837031127) | > loss_disc_real_1: 0.21844980120658875 (0.2225358046591282) | > loss_disc_real_2: 0.24867326021194458 (0.24433730244636537) | > loss_disc_real_3: 0.20006102323532104 (0.26943528428673746) | > loss_disc_real_4: 0.17860642075538635 (0.2472686469554901) | > loss_disc_real_5: 0.1848152130842209 (0.25730553418397906) | > loss_0: 2.235368013381958 (2.4377554059028625) | > loss_gen: 2.1560473442077637 (2.42228844165802) | > loss_kl: 2.076887845993042 (3.200723487138748) | > loss_feat: 5.946526050567627 (6.456654191017151) | > loss_mel: 16.71263313293457 (17.286884450912474) | > loss_duration: 2.3295483589172363 (2.386517882347107) | > loss_1: 29.221641540527344 (31.753068923950195)  --> STEP: 21 | > loss_disc: 2.528982639312744 (2.4420995598747615) | > loss_disc_real_0: 0.11386777460575104 (0.12331088295295126) | > loss_disc_real_1: 0.14636555314064026 (0.21890864982491448) | > loss_disc_real_2: 0.25458502769470215 (0.24482528936295284) | > loss_disc_real_3: 0.2881683111190796 (0.27032733318351565) | > loss_disc_real_4: 0.24607188999652863 (0.2472116585288729) | > loss_disc_real_5: 0.20449624955654144 (0.25479080634457724) | > loss_0: 2.528982639312744 (2.4420995598747615) | > loss_gen: 2.1598002910614014 (2.4097890059153237) | > loss_kl: 2.5242013931274414 (3.168508149328686) | > loss_feat: 6.050871849060059 (6.437331222352528) | > loss_mel: 15.657896995544434 (17.209313619704474) | > loss_duration: 2.2159485816955566 (2.378395534697033) | > loss_1: 28.608718872070312 (31.60333796909877)  --> STEP: 22 | > loss_disc: 2.5396676063537598 (2.446534471078352) | > loss_disc_real_0: 0.11083374917507172 (0.12274374050850217) | > loss_disc_real_1: 0.19657137989997864 (0.21789331937378104) | > loss_disc_real_2: 0.19916287064552307 (0.24274972487579694) | > loss_disc_real_3: 0.2530818581581116 (0.26954344795508817) | > loss_disc_real_4: 0.23773983120918274 (0.24678112092343243) | > loss_disc_real_5: 0.2767593264579773 (0.2557893754406409) | > loss_0: 2.5396676063537598 (2.446534471078352) | > loss_gen: 2.1531174182891846 (2.398122115568681) | > loss_kl: 2.266625165939331 (3.1275134682655334) | > loss_feat: 8.846845626831055 (6.546854604374278) | > loss_mel: 18.78335189819336 (17.280860814181242) | > loss_duration: 2.2191014289855957 (2.3711548935283315) | > loss_1: 34.26904296875 (31.724506378173828)  --> STEP: 23 | > loss_disc: 2.520082712173462 (2.449732220691183) | > loss_disc_real_0: 0.2323036789894104 (0.12750721609462862) | > loss_disc_real_1: 0.22635449469089508 (0.21826119656148163) | > loss_disc_real_2: 0.19811604917049408 (0.24080913027991419) | > loss_disc_real_3: 0.2987963557243347 (0.2708153135102728) | > loss_disc_real_4: 0.26969948410987854 (0.2477775714967562) | > loss_disc_real_5: 0.2577805519104004 (0.25587594833063043) | > loss_0: 2.520082712173462 (2.449732220691183) | > loss_gen: 2.358276605606079 (2.3963897020920464) | > loss_kl: 3.172485828399658 (3.1294687882713648) | > loss_feat: 4.74251651763916 (6.468405122342317) | > loss_mel: 17.375200271606445 (17.28496252972147) | > loss_duration: 2.31127667427063 (2.36855149269104) | > loss_1: 29.95975685119629 (31.647778137870457)  --> STEP: 24 | > loss_disc: 2.5339231491088867 (2.4532401760419207) | > loss_disc_real_0: 0.10988663136959076 (0.1267730250644187) | > loss_disc_real_1: 0.1981881558895111 (0.2174248198668162) | > loss_disc_real_2: 0.23725679516792297 (0.24066111631691456) | > loss_disc_real_3: 0.29375699162483215 (0.2717712167650461) | > loss_disc_real_4: 0.24960847198963165 (0.24785385901729265) | > loss_disc_real_5: 0.2728878855705261 (0.25658477904895943) | > loss_0: 2.5339231491088867 (2.4532401760419207) | > loss_gen: 2.1970629692077637 (2.388084421555201) | > loss_kl: 2.938899278640747 (3.121528392036756) | > loss_feat: 5.6901445388793945 (6.435977598031362) | > loss_mel: 16.61578941345215 (17.25708031654358) | > loss_duration: 2.434173583984375 (2.371285746494929) | > loss_1: 29.876070022583008 (31.573956966400146)  --> STEP: 25 | > loss_disc: 2.6420443058013916 (2.4607923412322994) | > loss_disc_real_0: 0.13835078477859497 (0.12723613545298576) | > loss_disc_real_1: 0.21894702315330505 (0.21748570799827577) | > loss_disc_real_2: 0.217134028673172 (0.23972003281116486) | > loss_disc_real_3: 0.26828646659851074 (0.2716318267583847) | > loss_disc_real_4: 0.29830464720726013 (0.24987189054489137) | > loss_disc_real_5: 0.2868877649307251 (0.25779689848423004) | > loss_0: 2.6420443058013916 (2.4607923412322994) | > loss_gen: 2.1529364585876465 (2.378678503036499) | > loss_kl: 2.873405694961548 (3.1116034841537474) | > loss_feat: 7.0935750007629395 (6.462281494140625) | > loss_mel: 13.090841293334961 (17.090430755615234) | > loss_duration: 2.394336223602295 (2.3722077655792235) | > loss_1: 27.6050968170166 (31.415202560424806)  --> STEP: 26 | > loss_disc: 2.644059419631958 (2.467841075016902) | > loss_disc_real_0: 0.11543697863817215 (0.1267823217293391) | > loss_disc_real_1: 0.25565919280052185 (0.2189539189522083) | > loss_disc_real_2: 0.22293676435947418 (0.23907452248609984) | > loss_disc_real_3: 0.28550252318382263 (0.27216531508244) | > loss_disc_real_4: 0.23679523169994354 (0.249368942127778) | > loss_disc_real_5: 0.324951171875 (0.2603797551531058) | > loss_0: 2.644059419631958 (2.467841075016902) | > loss_gen: 2.136554479598999 (2.3693660405965953) | > loss_kl: 2.4658761024475098 (3.0867678156265845) | > loss_feat: 9.34037971496582 (6.572977579556978) | > loss_mel: 19.928258895874023 (17.199577991779034) | > loss_duration: 2.32240629196167 (2.3702923242862406) | > loss_1: 36.19347381591797 (31.598982224097618) --> EVAL PERFORMANCE | > avg_loader_time: 0.002367973327636719 (-3.6441362821138055e-05) | > avg_loss_disc: 2.467841075016902 (+0.038354690258318946) | > avg_loss_disc_real_0: 0.1267823217293391 (+0.026425197290686472) | > avg_loss_disc_real_1: 0.2189539189522083 (+0.015904968747725873) | > avg_loss_disc_real_2: 0.23907452248609984 (+0.036788836408119946) | > avg_loss_disc_real_3: 0.27216531508244 (+0.03303220696174183) | > avg_loss_disc_real_4: 0.249368942127778 (+0.011904162283127129) | > avg_loss_disc_real_5: 0.2603797551531058 (+0.019880142922584804) | > avg_loss_0: 2.467841075016902 (+0.038354690258318946) | > avg_loss_gen: 2.3693660405965953 (+0.11485967269310615) | > avg_loss_kl: 3.0867678156265845 (-0.03875566904361438) | > avg_loss_feat: 6.572977579556978 (-0.10722077809847352) | > avg_loss_mel: 17.199577991779034 (+0.16744687007023984) | > avg_loss_duration: 2.3702923242862406 (-0.00844647334172155) | > avg_loss_1: 31.598982224097618 (+0.12788398449237448)  > EPOCH: 910/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:35:11)   --> TIME: 2024-06-12 07:35:21 -- STEP: 24/330 -- GLOBAL_STEP: 388325 | > loss_disc: 2.36384654045105 (2.314853628476461) | > loss_disc_real_0: 0.12535318732261658 (0.10304487419004242) | > loss_disc_real_1: 0.18512943387031555 (0.19096845760941505) | > loss_disc_real_2: 0.2178909182548523 (0.20694267563521862) | > loss_disc_real_3: 0.22516977787017822 (0.22325394799311957) | > loss_disc_real_4: 0.21260198950767517 (0.2271996202568213) | > loss_disc_real_5: 0.22634415328502655 (0.22119814219574133) | > loss_0: 2.36384654045105 (2.314853628476461) | > grad_norm_0: tensor(15.4345, device='cuda:0') (tensor(9.5826, device='cuda:0')) | > loss_gen: 2.5223121643066406 (2.552270402510961) | > loss_kl: 2.169877529144287 (1.9473114013671875) | > loss_feat: 7.931324005126953 (7.203147232532501) | > loss_mel: 17.59475326538086 (17.358296871185306) | > loss_duration: 1.922102689743042 (2.0187130918105445) | > loss_1: 32.1403694152832 (31.079738934834797) | > grad_norm_1: tensor(73.1794, device='cuda:0') (tensor(82.3741, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.3649 (0.36206159989039105) | > loader_time: 0.0041 (0.003218690554300944)  --> TIME: 2024-06-12 07:35:30 -- STEP: 49/330 -- GLOBAL_STEP: 388350 | > loss_disc: 2.425259590148926 (2.3414235358335533) | > loss_disc_real_0: 0.10849016159772873 (0.10616062209010124) | > loss_disc_real_1: 0.20992769300937653 (0.1949466041156224) | > loss_disc_real_2: 0.20635579526424408 (0.2087232041723874) | > loss_disc_real_3: 0.2164434790611267 (0.22724842812333787) | > loss_disc_real_4: 0.22359874844551086 (0.23026854620904338) | > loss_disc_real_5: 0.22432531416416168 (0.22433190017330404) | > loss_0: 2.425259590148926 (2.3414235358335533) | > grad_norm_0: tensor(6.6499, device='cuda:0') (tensor(9.5708, device='cuda:0')) | > loss_gen: 2.3851356506347656 (2.5130970915969533) | > loss_kl: 1.9123257398605347 (1.9578309010486215) | > loss_feat: 6.493095397949219 (7.063965933663504) | > loss_mel: 16.5113525390625 (17.241850794578085) | > loss_duration: 1.9183759689331055 (1.9835002811587588) | > loss_1: 29.220287322998047 (30.76024495338907) | > grad_norm_1: tensor(76.7519, device='cuda:0') (tensor(97.9808, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.368 (0.3626215506573113) | > loader_time: 0.0032 (0.0034479219086316166)  --> TIME: 2024-06-12 07:35:40 -- STEP: 74/330 -- GLOBAL_STEP: 388375 | > loss_disc: 2.257603406906128 (2.3409233351011536) | > loss_disc_real_0: 0.1159350574016571 (0.1052893440969087) | > loss_disc_real_1: 0.17296966910362244 (0.19548113825353416) | > loss_disc_real_2: 0.19692197442054749 (0.2083112881393046) | > loss_disc_real_3: 0.201887845993042 (0.22795487255663485) | > loss_disc_real_4: 0.21498678624629974 (0.23006129526608698) | > loss_disc_real_5: 0.1969248205423355 (0.2238289643381093) | > loss_0: 2.257603406906128 (2.3409233351011536) | > grad_norm_0: tensor(5.1274, device='cuda:0') (tensor(9.7065, device='cuda:0')) | > loss_gen: 2.523045063018799 (2.5044769467534245) | > loss_kl: 2.0178518295288086 (1.9677357432004567) | > loss_feat: 7.519571304321289 (7.078269056371741) | > loss_mel: 17.224609375 (17.22208615895864) | > loss_duration: 1.905957579612732 (1.9737354243123852) | > loss_1: 31.1910343170166 (30.74630324904983) | > grad_norm_1: tensor(113.6100, device='cuda:0') (tensor(103.5973, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.3724 (0.36688947355425033) | > loader_time: 0.0045 (0.003596051319225414)  --> TIME: 2024-06-12 07:35:49 -- STEP: 99/330 -- GLOBAL_STEP: 388400 | > loss_disc: 2.333468437194824 (2.347597391918453) | > loss_disc_real_0: 0.11341100186109543 (0.10656143901775582) | > loss_disc_real_1: 0.1779472529888153 (0.19632752134342385) | > loss_disc_real_2: 0.2668086588382721 (0.21017790367506972) | > loss_disc_real_3: 0.2338574081659317 (0.2287875200160826) | > loss_disc_real_4: 0.2278565764427185 (0.23105204210738944) | > loss_disc_real_5: 0.18947653472423553 (0.2231248581048214) | > loss_0: 2.333468437194824 (2.347597391918453) | > grad_norm_0: tensor(9.6596, device='cuda:0') (tensor(9.4495, device='cuda:0')) | > loss_gen: 2.445235013961792 (2.4948599747937146) | > loss_kl: 1.9039205312728882 (1.9723910382299712) | > loss_feat: 7.382873058319092 (7.0315773703835225) | > loss_mel: 18.091646194458008 (17.157413367069125) | > loss_duration: 1.987080454826355 (1.9757785351589472) | > loss_1: 31.810754776000977 (30.632020141139176) | > grad_norm_1: tensor(72.3067, device='cuda:0') (tensor(100.5989, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.373 (0.3689710636331576) | > loader_time: 0.0036 (0.0036816572902178524)  --> TIME: 2024-06-12 07:35:59 -- STEP: 124/330 -- GLOBAL_STEP: 388425 | > loss_disc: 2.260660409927368 (2.3474069353072884) | > loss_disc_real_0: 0.08239911496639252 (0.106995141584306) | > loss_disc_real_1: 0.196635901927948 (0.19560318932898582) | > loss_disc_real_2: 0.19019849598407745 (0.210376025568093) | > loss_disc_real_3: 0.2114347666501999 (0.22875937987719813) | > loss_disc_real_4: 0.2289077192544937 (0.22961907725661032) | > loss_disc_real_5: 0.21441905200481415 (0.22249752787813062) | > loss_0: 2.260660409927368 (2.3474069353072884) | > grad_norm_0: tensor(5.1636, device='cuda:0') (tensor(9.2060, device='cuda:0')) | > loss_gen: 2.61423659324646 (2.493305738895171) | > loss_kl: 1.944675326347351 (1.9770039156559975) | > loss_feat: 7.10790491104126 (7.052568993260784) | > loss_mel: 17.5494327545166 (17.171754990854563) | > loss_duration: 2.000683546066284 (1.9804948952890211) | > loss_1: 31.21693229675293 (30.675128367639356) | > grad_norm_1: tensor(54.1784, device='cuda:0') (tensor(96.5368, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.3936 (0.3708181535044023) | > loader_time: 0.0041 (0.003744271493727161)  --> TIME: 2024-06-12 07:36:09 -- STEP: 149/330 -- GLOBAL_STEP: 388450 | > loss_disc: 2.371159553527832 (2.351014289279913) | > loss_disc_real_0: 0.15256616473197937 (0.1082763085579312) | > loss_disc_real_1: 0.172887921333313 (0.19564540194184987) | > loss_disc_real_2: 0.23132358491420746 (0.21139964961365562) | > loss_disc_real_3: 0.2015276551246643 (0.22954982569153676) | > loss_disc_real_4: 0.19292506575584412 (0.23010926778684526) | > loss_disc_real_5: 0.19676262140274048 (0.22304343357182188) | > loss_0: 2.371159553527832 (2.351014289279913) | > grad_norm_0: tensor(17.2053, device='cuda:0') (tensor(9.2089, device='cuda:0')) | > loss_gen: 2.3690249919891357 (2.490310972969005) | > loss_kl: 2.1608636379241943 (1.9901186851847092) | > loss_feat: 6.59344482421875 (7.05050028410534) | > loss_mel: 17.55716323852539 (17.171088314696444) | > loss_duration: 2.023036479949951 (1.9856780167394037) | > loss_1: 30.703533172607422 (30.687696098481247) | > grad_norm_1: tensor(100.3320, device='cuda:0') (tensor(98.0170, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.3822 (0.37230278661587074) | > loader_time: 0.0042 (0.003844360377164495)  --> TIME: 2024-06-12 07:36:19 -- STEP: 174/330 -- GLOBAL_STEP: 388475 | > loss_disc: 2.563307046890259 (2.3564225133808177) | > loss_disc_real_0: 0.16381976008415222 (0.11008126444943335) | > loss_disc_real_1: 0.20740501582622528 (0.19546168665776306) | > loss_disc_real_2: 0.3234272003173828 (0.21180368146334572) | > loss_disc_real_3: 0.25942370295524597 (0.22961145493833499) | > loss_disc_real_4: 0.26067692041397095 (0.23088962276434077) | > loss_disc_real_5: 0.2498064935207367 (0.22387799457914528) | > loss_0: 2.563307046890259 (2.3564225133808177) | > grad_norm_0: tensor(14.7578, device='cuda:0') (tensor(9.4564, device='cuda:0')) | > loss_gen: 2.34452223777771 (2.4840296616499455) | > loss_kl: 1.979770541191101 (2.0005145689536787) | > loss_feat: 6.368836879730225 (7.008180621026576) | > loss_mel: 17.026601791381836 (17.14398600041181) | > loss_duration: 2.097506523132324 (1.9922336970252552) | > loss_1: 29.817237854003906 (30.62894435312556) | > grad_norm_1: tensor(101.5968, device='cuda:0') (tensor(99.4818, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.3829 (0.37476746241251613) | > loader_time: 0.0044 (0.003950262891835179)  --> TIME: 2024-06-12 07:36:29 -- STEP: 199/330 -- GLOBAL_STEP: 388500 | > loss_disc: 2.3527565002441406 (2.359320059493558) | > loss_disc_real_0: 0.15453311800956726 (0.11145373652852959) | > loss_disc_real_1: 0.2032710760831833 (0.1955942131167081) | > loss_disc_real_2: 0.2690664529800415 (0.2119951201743217) | > loss_disc_real_3: 0.2454208880662918 (0.22947482682352688) | > loss_disc_real_4: 0.23996110260486603 (0.2307543246141031) | > loss_disc_real_5: 0.23142366111278534 (0.22405903258515364) | > loss_0: 2.3527565002441406 (2.359320059493558) | > grad_norm_0: tensor(8.0157, device='cuda:0') (tensor(9.7860, device='cuda:0')) | > loss_gen: 2.5439250469207764 (2.478720853077107) | > loss_kl: 2.204190492630005 (2.0095446391321303) | > loss_feat: 6.518137454986572 (6.997505187988281) | > loss_mel: 17.055679321289062 (17.11315162697031) | > loss_duration: 2.1203413009643555 (2.0014721125214536) | > loss_1: 30.442272186279297 (30.60039424417007) | > grad_norm_1: tensor(76.3208, device='cuda:0') (tensor(104.0482, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.4164 (0.3780446771401255) | > loader_time: 0.0045 (0.004042758414493734) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_388500.pth  --> TIME: 2024-06-12 07:36:45 -- STEP: 224/330 -- GLOBAL_STEP: 388525 | > loss_disc: 2.3888840675354004 (2.362428672611713) | > loss_disc_real_0: 0.1102340817451477 (0.11249624949414283) | > loss_disc_real_1: 0.1980033963918686 (0.19585424116147415) | > loss_disc_real_2: 0.24518448114395142 (0.2122322475936796) | > loss_disc_real_3: 0.2118300348520279 (0.22976762535316603) | > loss_disc_real_4: 0.19294323027133942 (0.23091470117547683) | > loss_disc_real_5: 0.18578438460826874 (0.22441659987504994) | > loss_0: 2.3888840675354004 (2.362428672611713) | > grad_norm_0: tensor(21.0445, device='cuda:0') (tensor(10.8728, device='cuda:0')) | > loss_gen: 2.3746848106384277 (2.476053247494357) | > loss_kl: 1.9474623203277588 (2.017717163477625) | > loss_feat: 7.283272743225098 (6.997883803078106) | > loss_mel: 17.618358612060547 (17.076309808662955) | > loss_duration: 2.1211254596710205 (2.009638227522373) | > loss_1: 31.344905853271484 (30.577602088451385) | > grad_norm_1: tensor(133.7058, device='cuda:0') (tensor(123.0728, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.4029 (0.3827331268361635) | > loader_time: 0.006 (0.004186656858239856)  --> TIME: 2024-06-12 07:36:55 -- STEP: 249/330 -- GLOBAL_STEP: 388550 | > loss_disc: 2.380943536758423 (2.3650120099385576) | > loss_disc_real_0: 0.1319202184677124 (0.11376857549610386) | > loss_disc_real_1: 0.1912623643875122 (0.1958647453521629) | > loss_disc_real_2: 0.18830987811088562 (0.21229997618370747) | > loss_disc_real_3: 0.23114491999149323 (0.22991330532663798) | > loss_disc_real_4: 0.23396828770637512 (0.23115885173939318) | > loss_disc_real_5: 0.21768639981746674 (0.22370385752624297) | > loss_0: 2.380943536758423 (2.3650120099385576) | > grad_norm_0: tensor(17.6316, device='cuda:0') (tensor(12.3307, device='cuda:0')) | > loss_gen: 2.516986608505249 (2.477469870364331) | > loss_kl: 2.1657752990722656 (2.02104177580301) | > loss_feat: 6.407699108123779 (6.976471050676093) | > loss_mel: 16.505573272705078 (17.032380119384996) | > loss_duration: 2.1040496826171875 (2.0187501505196805) | > loss_1: 29.700084686279297 (30.526112797748613) | > grad_norm_1: tensor(281.2397, device='cuda:0') (tensor(147.6889, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.426 (0.3863689171741285) | > loader_time: 0.006 (0.004314885082015073)  --> TIME: 2024-06-12 07:37:06 -- STEP: 274/330 -- GLOBAL_STEP: 388575 | > loss_disc: 2.4726924896240234 (2.364958981527899) | > loss_disc_real_0: 0.16788014769554138 (0.11505763652822833) | > loss_disc_real_1: 0.14085079729557037 (0.1960567473603861) | > loss_disc_real_2: 0.17034880816936493 (0.21197482318121152) | > loss_disc_real_3: 0.2573550045490265 (0.23019034752663037) | > loss_disc_real_4: 0.2606942057609558 (0.23088017709716394) | > loss_disc_real_5: 0.2494938224554062 (0.2225272505387772) | > loss_0: 2.4726924896240234 (2.364958981527899) | > grad_norm_0: tensor(78.4727, device='cuda:0') (tensor(14.4547, device='cuda:0')) | > loss_gen: 2.5083954334259033 (2.4818035564283383) | > loss_kl: 2.089698553085327 (2.0221589442587247) | > loss_feat: 7.0823655128479 (6.998701173893726) | > loss_mel: 16.281362533569336 (16.993359471759646) | > loss_duration: 2.1320128440856934 (2.0276288655552537) | > loss_1: 30.093835830688477 (30.523651874848525) | > grad_norm_1: tensor(614.9250, device='cuda:0') (tensor(173.5434, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.4478 (0.39081701397025664) | > loader_time: 0.0066 (0.004467429905912304)  --> TIME: 2024-06-12 07:37:18 -- STEP: 299/330 -- GLOBAL_STEP: 388600 | > loss_disc: 2.3483309745788574 (2.3697064042490057) | > loss_disc_real_0: 0.17171286046504974 (0.11692282092760638) | > loss_disc_real_1: 0.20798055827617645 (0.19646516422364224) | > loss_disc_real_2: 0.24988818168640137 (0.2121981512443677) | > loss_disc_real_3: 0.19989372789859772 (0.23030048389498606) | > loss_disc_real_4: 0.18202811479568481 (0.23125462921766135) | > loss_disc_real_5: 0.21831583976745605 (0.22265826943128) | > loss_0: 2.3483309745788574 (2.3697064042490057) | > grad_norm_0: tensor(41.1824, device='cuda:0') (tensor(16.5990, device='cuda:0')) | > loss_gen: 2.3521053791046143 (2.4839442254707564) | > loss_kl: 1.9885809421539307 (2.0249387061715525) | > loss_feat: 7.026845932006836 (7.01038614962013) | > loss_mel: 17.311206817626953 (16.95731038951554) | > loss_duration: 2.20180082321167 (2.0386132875015095) | > loss_1: 30.88054084777832 (30.515192625115947) | > grad_norm_1: tensor(528.8204, device='cuda:0') (tensor(198.9791, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.4808 (0.3969133067689212) | > loader_time: 0.007 (0.004648525978011831)  --> TIME: 2024-06-12 07:37:32 -- STEP: 324/330 -- GLOBAL_STEP: 388625 | > loss_disc: 2.4196410179138184 (2.3727609787458253) | > loss_disc_real_0: 0.12002521008253098 (0.11828805422295391) | > loss_disc_real_1: 0.17726588249206543 (0.19740146246773227) | > loss_disc_real_2: 0.17876550555229187 (0.21203472672237295) | > loss_disc_real_3: 0.2166372835636139 (0.23032779094797592) | > loss_disc_real_4: 0.17761550843715668 (0.23193715600135886) | > loss_disc_real_5: 0.22289590537548065 (0.22276537796413454) | > loss_0: 2.4196410179138184 (2.3727609787458253) | > grad_norm_0: tensor(15.1337, device='cuda:0') (tensor(17.2034, device='cuda:0')) | > loss_gen: 2.3204762935638428 (2.4824234990426057) | > loss_kl: 2.191870927810669 (2.03015575327991) | > loss_feat: 9.339254379272461 (7.073251631524825) | > loss_mel: 16.444074630737305 (16.915205163720206) | > loss_duration: 2.2768328189849854 (2.0533852356451514) | > loss_1: 32.572509765625 (30.55442116584307) | > grad_norm_1: tensor(190.3347, device='cuda:0') (tensor(214.2507, device='cuda:0')) | > current_lr_0: 0.00017849494055360764 | > current_lr_1: 0.00017849494055360764 | > step_time: 0.6022 (0.4077273158379542) | > loader_time: 0.009 (0.004912229967706002)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4463205337524414 (2.4463205337524414) | > loss_disc_real_0: 0.13330382108688354 (0.13330382108688354) | > loss_disc_real_1: 0.15330752730369568 (0.15330752730369568) | > loss_disc_real_2: 0.2097805291414261 (0.2097805291414261) | > loss_disc_real_3: 0.2524544596672058 (0.2524544596672058) | > loss_disc_real_4: 0.2618696689605713 (0.2618696689605713) | > loss_disc_real_5: 0.22486042976379395 (0.22486042976379395) | > loss_0: 2.4463205337524414 (2.4463205337524414) | > loss_gen: 2.1538572311401367 (2.1538572311401367) | > loss_kl: 2.2590787410736084 (2.2590787410736084) | > loss_feat: 4.53112268447876 (4.53112268447876) | > loss_mel: 14.3463773727417 (14.3463773727417) | > loss_duration: 3.0662636756896973 (3.0662636756896973) | > loss_1: 26.356698989868164 (26.356698989868164)  --> STEP: 1 | > loss_disc: 2.221325635910034 (2.221325635910034) | > loss_disc_real_0: 0.16824190318584442 (0.16824190318584442) | > loss_disc_real_1: 0.1559096872806549 (0.1559096872806549) | > loss_disc_real_2: 0.18132644891738892 (0.18132644891738892) | > loss_disc_real_3: 0.22034339606761932 (0.22034339606761932) | > loss_disc_real_4: 0.15303900837898254 (0.15303900837898254) | > loss_disc_real_5: 0.11453121900558472 (0.11453121900558472) | > loss_0: 2.221325635910034 (2.221325635910034) | > loss_gen: 2.0734670162200928 (2.0734670162200928) | > loss_kl: 2.8782541751861572 (2.8782541751861572) | > loss_feat: 5.736790657043457 (5.736790657043457) | > loss_mel: 14.851527214050293 (14.851527214050293) | > loss_duration: 2.585294246673584 (2.585294246673584) | > loss_1: 28.125333786010742 (28.125333786010742)  --> STEP: 2 | > loss_disc: 2.339569330215454 (2.280447483062744) | > loss_disc_real_0: 0.12523943185806274 (0.14674066752195358) | > loss_disc_real_1: 0.2404889613389969 (0.1981993243098259) | > loss_disc_real_2: 0.2866882085800171 (0.234007328748703) | > loss_disc_real_3: 0.20096036791801453 (0.21065188199281693) | > loss_disc_real_4: 0.18356211483478546 (0.168300561606884) | > loss_disc_real_5: 0.29219701886177063 (0.20336411893367767) | > loss_0: 2.339569330215454 (2.280447483062744) | > loss_gen: 2.4890334606170654 (2.281250238418579) | > loss_kl: 1.5427007675170898 (2.2104774713516235) | > loss_feat: 5.940744400024414 (5.8387675285339355) | > loss_mel: 16.811853408813477 (15.831690311431885) | > loss_duration: 2.4294557571411133 (2.5073750019073486) | > loss_1: 29.213787078857422 (28.669560432434082)  --> STEP: 3 | > loss_disc: 2.532571315765381 (2.3644887606302896) | > loss_disc_real_0: 0.10833750665187836 (0.13393961389859518) | > loss_disc_real_1: 0.21242842078208923 (0.202942356467247) | > loss_disc_real_2: 0.2162124365568161 (0.22807569801807404) | > loss_disc_real_3: 0.34649398922920227 (0.2559325844049454) | > loss_disc_real_4: 0.2547336220741272 (0.19711158176263174) | > loss_disc_real_5: 0.26770034432411194 (0.22480952739715576) | > loss_0: 2.532571315765381 (2.3644887606302896) | > loss_gen: 2.4352617263793945 (2.332587401072184) | > loss_kl: 3.5679941177368164 (2.662983020146688) | > loss_feat: 6.732102394104004 (6.136545817057292) | > loss_mel: 15.801128387451172 (15.821503003438314) | > loss_duration: 2.379453182220459 (2.4647343953450522) | > loss_1: 30.91594123840332 (29.418354034423828)  --> STEP: 4 | > loss_disc: 2.419234275817871 (2.378175139427185) | > loss_disc_real_0: 0.14155304431915283 (0.1358429715037346) | > loss_disc_real_1: 0.24695700407028198 (0.21394601836800575) | > loss_disc_real_2: 0.28267917037010193 (0.241726566106081) | > loss_disc_real_3: 0.2637546956539154 (0.2578881122171879) | > loss_disc_real_4: 0.2160906046628952 (0.2018563374876976) | > loss_disc_real_5: 0.20610028505325317 (0.22013221681118011) | > loss_0: 2.419234275817871 (2.378175139427185) | > loss_gen: 2.5241148471832275 (2.380469262599945) | > loss_kl: 3.791889190673828 (2.945209562778473) | > loss_feat: 5.548477649688721 (5.989528775215149) | > loss_mel: 14.988187789916992 (15.613174200057983) | > loss_duration: 2.433192253112793 (2.4568488597869873) | > loss_1: 29.28586196899414 (29.385231018066406)  --> STEP: 5 | > loss_disc: 2.6167144775390625 (2.4258830070495607) | > loss_disc_real_0: 0.1963706761598587 (0.1479485124349594) | > loss_disc_real_1: 0.2034444808959961 (0.21184571087360382) | > loss_disc_real_2: 0.24631516635417938 (0.2426442861557007) | > loss_disc_real_3: 0.2150612324476242 (0.24932273626327514) | > loss_disc_real_4: 0.19960783421993256 (0.2014066368341446) | > loss_disc_real_5: 0.19880928099155426 (0.21586762964725495) | > loss_0: 2.6167144775390625 (2.4258830070495607) | > loss_gen: 1.9470020532608032 (2.2937758207321166) | > loss_kl: 2.9505109786987305 (2.9462698459625245) | > loss_feat: 5.111908435821533 (5.814004707336426) | > loss_mel: 18.530744552612305 (16.19668827056885) | > loss_duration: 2.387665271759033 (2.4430121421813964) | > loss_1: 30.927831649780273 (29.69375114440918)  --> STEP: 6 | > loss_disc: 2.437681198120117 (2.427849372227987) | > loss_disc_real_0: 0.23831799626350403 (0.16301009307305017) | > loss_disc_real_1: 0.20559677481651306 (0.21080422153075537) | > loss_disc_real_2: 0.24216020107269287 (0.24256360530853271) | > loss_disc_real_3: 0.2522059679031372 (0.24980327486991882) | > loss_disc_real_4: 0.2424224466085434 (0.20824260512987772) | > loss_disc_real_5: 0.19148045778274536 (0.21180310100317) | > loss_0: 2.437681198120117 (2.427849372227987) | > loss_gen: 2.609616756439209 (2.3464159766832986) | > loss_kl: 3.665389060974121 (3.066123048464457) | > loss_feat: 5.961309909820557 (5.838555574417114) | > loss_mel: 17.678693771362305 (16.443689187367756) | > loss_duration: 2.177351474761963 (2.3987353642781577) | > loss_1: 32.09236145019531 (30.093519528706867)  --> STEP: 7 | > loss_disc: 2.3897054195404053 (2.4224002361297607) | > loss_disc_real_0: 0.11483123898506165 (0.15612739963190897) | > loss_disc_real_1: 0.2624143064022064 (0.21817709079810552) | > loss_disc_real_2: 0.27252909541130066 (0.24684438960892813) | > loss_disc_real_3: 0.2871227264404297 (0.25513462509427753) | > loss_disc_real_4: 0.19549180567264557 (0.20642106235027313) | > loss_disc_real_5: 0.18694908916950226 (0.2082525278840746) | > loss_0: 2.3897054195404053 (2.4224002361297607) | > loss_gen: 2.542806386947632 (2.3744717495782033) | > loss_kl: 3.9668259620666504 (3.1947948932647705) | > loss_feat: 7.263478755950928 (6.042116028921945) | > loss_mel: 17.222814559936523 (16.554992812020437) | > loss_duration: 2.4770147800445557 (2.4099181379590715) | > loss_1: 33.47294235229492 (30.576294217790878)  --> STEP: 8 | > loss_disc: 2.3211512565612793 (2.4097441136837006) | > loss_disc_real_0: 0.17050516605377197 (0.15792462043464184) | > loss_disc_real_1: 0.1501527726650238 (0.2096740510314703) | > loss_disc_real_2: 0.2188376784324646 (0.2433435507118702) | > loss_disc_real_3: 0.2739361524581909 (0.2574848160147667) | > loss_disc_real_4: 0.1677730679512024 (0.2015900630503893) | > loss_disc_real_5: 0.1669125258922577 (0.2030850276350975) | > loss_0: 2.3211512565612793 (2.4097441136837006) | > loss_gen: 2.340097665786743 (2.370174989104271) | > loss_kl: 3.7122669219970703 (3.259478896856308) | > loss_feat: 8.976774215698242 (6.408948302268982) | > loss_mel: 18.63988494873047 (16.815604329109192) | > loss_duration: 2.2798209190368652 (2.3936559855937958) | > loss_1: 35.94884490966797 (31.247863054275513)  --> STEP: 9 | > loss_disc: 2.531233787536621 (2.423242966334025) | > loss_disc_real_0: 0.1453826129436493 (0.15653106404675377) | > loss_disc_real_1: 0.2322966456413269 (0.2121876726547877) | > loss_disc_real_2: 0.3096870481967926 (0.25071505043241715) | > loss_disc_real_3: 0.25486865639686584 (0.2571941316127777) | > loss_disc_real_4: 0.24232269823551178 (0.20611591140429178) | > loss_disc_real_5: 0.2387247532606125 (0.20704499714904362) | > loss_0: 2.531233787536621 (2.423242966334025) | > loss_gen: 2.6429779529571533 (2.400486429532369) | > loss_kl: 2.643688917160034 (3.1910577880011664) | > loss_feat: 7.698544025421143 (6.552236715952556) | > loss_mel: 17.933645248413086 (16.939831097920734) | > loss_duration: 2.16292667388916 (2.3680193954043918) | > loss_1: 33.081783294677734 (31.45163196987576)  --> STEP: 10 | > loss_disc: 2.339045763015747 (2.4148232460021974) | > loss_disc_real_0: 0.0880550742149353 (0.14968346506357194) | > loss_disc_real_1: 0.23431366682052612 (0.21440027207136153) | > loss_disc_real_2: 0.2667047083377838 (0.2523140162229538) | > loss_disc_real_3: 0.30219584703445435 (0.26169430315494535) | > loss_disc_real_4: 0.16756868362426758 (0.20226118862628936) | > loss_disc_real_5: 0.17295882105827332 (0.20363637953996658) | > loss_0: 2.339045763015747 (2.4148232460021974) | > loss_gen: 2.3728723526000977 (2.397725021839142) | > loss_kl: 2.4487762451171875 (3.1168296337127686) | > loss_feat: 6.344300746917725 (6.531443119049072) | > loss_mel: 16.72002410888672 (16.917850399017333) | > loss_duration: 2.3708672523498535 (2.368304181098938) | > loss_1: 30.2568416595459 (31.332152938842775)  --> STEP: 11 | > loss_disc: 2.7166433334350586 (2.442261435768821) | > loss_disc_real_0: 0.17293435335159302 (0.15179718218066476) | > loss_disc_real_1: 0.22103852033615112 (0.2150037491863424) | > loss_disc_real_2: 0.3090140223503113 (0.25746856223453174) | > loss_disc_real_3: 0.29450955986976624 (0.2646775083108382) | > loss_disc_real_4: 0.21639129519462585 (0.20354574376886542) | > loss_disc_real_5: 0.2583649158477783 (0.20861170102249493) | > loss_0: 2.7166433334350586 (2.442261435768821) | > loss_gen: 2.118911027908325 (2.3723782951181587) | > loss_kl: 3.6260805130004883 (3.1631251681934702) | > loss_feat: 5.492273330688477 (6.4369731382890185) | > loss_mel: 16.317752838134766 (16.863296075300738) | > loss_duration: 2.4883456230163574 (2.379217039455067) | > loss_1: 30.043365478515625 (31.214990442449395)  --> STEP: 12 | > loss_disc: 2.5259337425231934 (2.4492341279983516) | > loss_disc_real_0: 0.13497385382652283 (0.15039523815115294) | > loss_disc_real_1: 0.17410151660442352 (0.21159522980451584) | > loss_disc_real_2: 0.18787381052970886 (0.2516689995924632) | > loss_disc_real_3: 0.1975988894701004 (0.25908762340744335) | > loss_disc_real_4: 0.2375335395336151 (0.20637806008259454) | > loss_disc_real_5: 0.29459112882614136 (0.21577665333946547) | > loss_0: 2.5259337425231934 (2.4492341279983516) | > loss_gen: 2.095470666885376 (2.349302659432093) | > loss_kl: 2.9362142086029053 (3.144215921560923) | > loss_feat: 6.781423568725586 (6.4656773408253985) | > loss_mel: 17.399568557739258 (16.90798544883728) | > loss_duration: 2.289001226425171 (2.371699055035909) | > loss_1: 31.501678466796875 (31.23888111114502)  --> STEP: 13 | > loss_disc: 2.5562713146209717 (2.457467757738553) | > loss_disc_real_0: 0.14549441635608673 (0.15001825185922477) | > loss_disc_real_1: 0.20986130833625793 (0.21146185123003447) | > loss_disc_real_2: 0.26971369981765747 (0.25305705345593965) | > loss_disc_real_3: 0.25818881392478943 (0.25901848421647) | > loss_disc_real_4: 0.19787688553333282 (0.20572412357880518) | > loss_disc_real_5: 0.24032597243785858 (0.2176650625008803) | > loss_0: 2.5562713146209717 (2.457467757738553) | > loss_gen: 2.130570650100708 (2.332477120252756) | > loss_kl: 3.823291778564453 (3.1964525259458103) | > loss_feat: 4.950321674346924 (6.349111520327055) | > loss_mel: 15.310646057128906 (16.785113187936638) | > loss_duration: 2.2894089221954346 (2.365369044817411) | > loss_1: 28.504240036010742 (31.02852410536546)  --> STEP: 14 | > loss_disc: 2.362788677215576 (2.450704966272626) | > loss_disc_real_0: 0.13754373788833618 (0.14912721514701843) | > loss_disc_real_1: 0.20601172745227814 (0.21107255667448044) | > loss_disc_real_2: 0.2121811807155609 (0.25013734826019834) | > loss_disc_real_3: 0.24449874460697174 (0.2579813599586487) | > loss_disc_real_4: 0.24501007795333862 (0.20853026317698614) | > loss_disc_real_5: 0.24767149984836578 (0.21980837945427215) | > loss_0: 2.362788677215576 (2.450704966272626) | > loss_gen: 2.4529709815979004 (2.341083824634552) | > loss_kl: 3.4164469242095947 (3.2121664115360806) | > loss_feat: 6.015051364898682 (6.325250080653599) | > loss_mel: 19.089946746826172 (16.949744156428746) | > loss_duration: 2.4606566429138184 (2.372175301824297) | > loss_1: 33.43507385253906 (31.20042051587786)  --> STEP: 15 | > loss_disc: 2.534472703933716 (2.456289482116699) | > loss_disc_real_0: 0.22763995826244354 (0.1543613980213801) | > loss_disc_real_1: 0.20424045622348785 (0.21061708331108092) | > loss_disc_real_2: 0.27025601267814636 (0.2514785925547282) | > loss_disc_real_3: 0.29602888226509094 (0.26051786144574485) | > loss_disc_real_4: 0.17267099022865295 (0.2061396449804306) | > loss_disc_real_5: 0.20175987482070923 (0.2186051458120346) | > loss_0: 2.534472703933716 (2.456289482116699) | > loss_gen: 2.360841989517212 (2.3424010356267293) | > loss_kl: 3.1851460933685303 (3.210365056991577) | > loss_feat: 7.401519298553467 (6.3970013618469235) | > loss_mel: 15.41443920135498 (16.84739049275716) | > loss_duration: 2.353649377822876 (2.3709402402242024) | > loss_1: 30.715595245361328 (31.168098831176756)  --> STEP: 16 | > loss_disc: 2.59607195854187 (2.465025886893272) | > loss_disc_real_0: 0.23006877303123474 (0.15909310895949602) | > loss_disc_real_1: 0.21455176174640656 (0.21086300071328878) | > loss_disc_real_2: 0.22517403960227966 (0.24983455799520018) | > loss_disc_real_3: 0.22453665733337402 (0.25826903618872166) | > loss_disc_real_4: 0.25978296995162964 (0.20949235279113054) | > loss_disc_real_5: 0.2728482484817505 (0.22199533972889185) | > loss_0: 2.59607195854187 (2.465025886893272) | > loss_gen: 2.3180410861968994 (2.340878538787365) | > loss_kl: 3.0924386978149414 (3.2029946595430374) | > loss_feat: 6.847898483276367 (6.425182431936264) | > loss_mel: 14.06747055053711 (16.673645496368408) | > loss_duration: 2.42132568359375 (2.374089330434799) | > loss_1: 28.747175216674805 (31.016791105270386)  --> STEP: 17 | > loss_disc: 2.4157662391662598 (2.462128260556389) | > loss_disc_real_0: 0.14346322417259216 (0.1581737039720311) | > loss_disc_real_1: 0.24139057099819183 (0.2126587401418125) | > loss_disc_real_2: 0.28239893913269043 (0.2517501098268172) | > loss_disc_real_3: 0.28070342540740967 (0.25958870614276214) | > loss_disc_real_4: 0.22454698383808136 (0.21037791932330413) | > loss_disc_real_5: 0.25019749999046326 (0.2236542903325137) | > loss_0: 2.4157662391662598 (2.462128260556389) | > loss_gen: 2.585749387741089 (2.3552827063728783) | > loss_kl: 2.2912559509277344 (3.149362970800961) | > loss_feat: 9.091302871704102 (6.582013046040254) | > loss_mel: 17.709814071655273 (16.734596589032343) | > loss_duration: 2.4757771492004395 (2.380070966832778) | > loss_1: 34.153900146484375 (31.20132693122415)  --> STEP: 18 | > loss_disc: 2.4042725563049316 (2.4589140547646413) | > loss_disc_real_0: 0.22974511981010437 (0.16214989374081293) | > loss_disc_real_1: 0.20973333716392517 (0.2124962177541521) | > loss_disc_real_2: 0.25161460041999817 (0.2517425815264384) | > loss_disc_real_3: 0.2085414081811905 (0.25675274514489704) | > loss_disc_real_4: 0.23666244745254517 (0.21183817088603973) | > loss_disc_real_5: 0.28684553503990173 (0.2271649150384797) | > loss_0: 2.4042725563049316 (2.4589140547646413) | > loss_gen: 2.7539405822753906 (2.37743036614524) | > loss_kl: 3.0977485179901123 (3.146495501200358) | > loss_feat: 8.856122016906738 (6.708352433310615) | > loss_mel: 16.801477432250977 (16.738312191433376) | > loss_duration: 2.2860536575317383 (2.3748477829827204) | > loss_1: 33.79534149169922 (31.34543885125054)  --> STEP: 19 | > loss_disc: 2.5347745418548584 (2.4629067119799157) | > loss_disc_real_0: 0.21968978643417358 (0.16517830914572665) | > loss_disc_real_1: 0.26104456186294556 (0.21505139375987806) | > loss_disc_real_2: 0.3029939830303192 (0.25444002371085317) | > loss_disc_real_3: 0.3242303431034088 (0.26030419766902924) | > loss_disc_real_4: 0.1885898858308792 (0.21061457693576813) | > loss_disc_real_5: 0.2833253741264343 (0.23012072867468783) | > loss_0: 2.5347745418548584 (2.4629067119799157) | > loss_gen: 2.5523407459259033 (2.38663617560738) | > loss_kl: 2.4926350116729736 (3.1120817912252328) | > loss_feat: 6.857138633728027 (6.716183285964163) | > loss_mel: 16.55078125 (16.72844214188425) | > loss_duration: 2.3716928958892822 (2.374681736293592) | > loss_1: 30.824588775634766 (31.31802568937603)  --> STEP: 20 | > loss_disc: 2.2917728424072266 (2.454350018501281) | > loss_disc_real_0: 0.12261996418237686 (0.16305039189755915) | > loss_disc_real_1: 0.18717733025550842 (0.21365769058465958) | > loss_disc_real_2: 0.25047552585601807 (0.25424179881811143) | > loss_disc_real_3: 0.3017805814743042 (0.26237801685929296) | > loss_disc_real_4: 0.19543851912021637 (0.20985577404499053) | > loss_disc_real_5: 0.15766285359859467 (0.22649783492088318) | > loss_0: 2.2917728424072266 (2.454350018501281) | > loss_gen: 2.5112411975860596 (2.392866426706314) | > loss_kl: 2.4048032760620117 (3.0767178654670717) | > loss_feat: 7.436617374420166 (6.7522049903869625) | > loss_mel: 18.8599853515625 (16.835019302368163) | > loss_duration: 2.273066997528076 (2.369600999355316) | > loss_1: 33.485713958740234 (31.426410102844237)  --> STEP: 21 | > loss_disc: 2.253920078277588 (2.4448057356334862) | > loss_disc_real_0: 0.18116915225982666 (0.1639131900100481) | > loss_disc_real_1: 0.1999596357345581 (0.21300540225846426) | > loss_disc_real_2: 0.23001907765865326 (0.25308833590575625) | > loss_disc_real_3: 0.21419396996498108 (0.2600835384357543) | > loss_disc_real_4: 0.22178421914577484 (0.21042379524026597) | > loss_disc_real_5: 0.20748601853847504 (0.2255925103312447) | > loss_0: 2.253920078277588 (2.4448057356334862) | > loss_gen: 2.538269281387329 (2.3997903721673146) | > loss_kl: 2.6571240425109863 (3.0567372072310675) | > loss_feat: 5.871383190155029 (6.710261095137823) | > loss_mel: 16.10835838317871 (16.80041640145438) | > loss_duration: 2.175848960876465 (2.360374711808704) | > loss_1: 29.350982666015625 (31.327580224900018)  --> STEP: 22 | > loss_disc: 2.525890827178955 (2.4484914216128257) | > loss_disc_real_0: 0.145403653383255 (0.16307184743610295) | > loss_disc_real_1: 0.15043888986110687 (0.2101614698767662) | > loss_disc_real_2: 0.31456220149993896 (0.2558826025236736) | > loss_disc_real_3: 0.28548532724380493 (0.2612381651997566) | > loss_disc_real_4: 0.22517812252044678 (0.2110944464802742) | > loss_disc_real_5: 0.20709970593452454 (0.22475192831321197) | > loss_0: 2.525890827178955 (2.4484914216128257) | > loss_gen: 2.173856258392334 (2.3895206397229973) | > loss_kl: 2.4488470554351807 (3.0291058366948906) | > loss_feat: 5.968327522277832 (6.676536841826006) | > loss_mel: 15.962759017944336 (16.76234106584029) | > loss_duration: 2.186894416809082 (2.352489243854176) | > loss_1: 28.740684509277344 (31.209994056008078)  --> STEP: 23 | > loss_disc: 2.5830464363098145 (2.4543416396431295) | > loss_disc_real_0: 0.15034431219100952 (0.1625184763384902) | > loss_disc_real_1: 0.23622970283031464 (0.21129487130952918) | > loss_disc_real_2: 0.2916922867298126 (0.2574395453152449) | > loss_disc_real_3: 0.3511851131916046 (0.2651489020689674) | > loss_disc_real_4: 0.22192029654979706 (0.21156513561373172) | > loss_disc_real_5: 0.2647475302219391 (0.2264908675266349) | > loss_0: 2.5830464363098145 (2.4543416396431295) | > loss_gen: 2.3761558532714844 (2.3889395620511924) | > loss_kl: 2.6218817234039307 (3.011400440464849) | > loss_feat: 4.481251239776611 (6.581089641736901) | > loss_mel: 15.202542304992676 (16.69452372841213) | > loss_duration: 2.2929744720458984 (2.349901645079903) | > loss_1: 26.97480583190918 (31.025855437568996)  --> STEP: 24 | > loss_disc: 2.424009323120117 (2.4530777931213374) | > loss_disc_real_0: 0.14488601684570312 (0.16178379052629074) | > loss_disc_real_1: 0.17102324962615967 (0.2096168870727221) | > loss_disc_real_2: 0.21549543738365173 (0.2556918741514285) | > loss_disc_real_3: 0.28014352917671204 (0.26577367819845676) | > loss_disc_real_4: 0.21082749962806702 (0.2115344007809957) | > loss_disc_real_5: 0.20368579030036926 (0.2255406559755405) | > loss_0: 2.424009323120117 (2.4530777931213374) | > loss_gen: 2.2522881031036377 (2.3832457512617107) | > loss_kl: 2.4403598308563232 (2.9876070817311606) | > loss_feat: 8.085843086242676 (6.643787701924642) | > loss_mel: 17.087907791137695 (16.710914731025692) | > loss_duration: 2.420832633972168 (2.352857102950414) | > loss_1: 32.2872314453125 (31.078412771224976)  --> STEP: 25 | > loss_disc: 2.4984753131866455 (2.4548936939239496) | > loss_disc_real_0: 0.21907389163970947 (0.16407539457082748) | > loss_disc_real_1: 0.21503634750843048 (0.20983366549015045) | > loss_disc_real_2: 0.2848333716392517 (0.25685753405094147) | > loss_disc_real_3: 0.2858874797821045 (0.26657823026180266) | > loss_disc_real_4: 0.22769701480865479 (0.21218090534210204) | > loss_disc_real_5: 0.28793516755104065 (0.22803643643856047) | > loss_0: 2.4984753131866455 (2.4548936939239496) | > loss_gen: 2.7597298622131348 (2.3983051156997677) | > loss_kl: 2.8384580612182617 (2.9816411209106444) | > loss_feat: 7.83390474319458 (6.691392383575439) | > loss_mel: 16.454416275024414 (16.70065479278564) | > loss_duration: 2.3569436073303223 (2.3530205631256105) | > loss_1: 32.24345397949219 (31.125014419555665)  --> STEP: 26 | > loss_disc: 2.501673698425293 (2.456692924866309) | > loss_disc_real_0: 0.095281220972538 (0.16142946481704712) | > loss_disc_real_1: 0.16230861842632294 (0.20800577906461862) | > loss_disc_real_2: 0.3375588357448578 (0.25996143026993823) | > loss_disc_real_3: 0.3329327702522278 (0.2691303279537421) | > loss_disc_real_4: 0.27895796298980713 (0.21474925371316764) | > loss_disc_real_5: 0.2828977406024933 (0.23014648659871176) | > loss_0: 2.501673698425293 (2.456692924866309) | > loss_gen: 2.4345812797546387 (2.3997003527788014) | > loss_kl: 2.2494020462036133 (2.953478079575759) | > loss_feat: 9.600769996643066 (6.803291522539579) | > loss_mel: 18.00245475769043 (16.750724022205056) | > loss_duration: 2.3184523582458496 (2.351691016784081) | > loss_1: 34.60565948486328 (31.258885383605957) --> EVAL PERFORMANCE | > avg_loader_time: 0.002526365793668307 (+0.0001583924660315877) | > avg_loss_disc: 2.456692924866309 (-0.011148150150592784) | > avg_loss_disc_real_0: 0.16142946481704712 (+0.03464714308770803) | > avg_loss_disc_real_1: 0.20800577906461862 (-0.010948139887589692) | > avg_loss_disc_real_2: 0.25996143026993823 (+0.020886907783838393) | > avg_loss_disc_real_3: 0.2691303279537421 (-0.00303498712869793) | > avg_loss_disc_real_4: 0.21474925371316764 (-0.034619688414610356) | > avg_loss_disc_real_5: 0.23014648659871176 (-0.030233268554394038) | > avg_loss_0: 2.456692924866309 (-0.011148150150592784) | > avg_loss_gen: 2.3997003527788014 (+0.03033431218220617) | > avg_loss_kl: 2.953478079575759 (-0.1332897360508256) | > avg_loss_feat: 6.803291522539579 (+0.2303139429826011) | > avg_loss_mel: 16.750724022205056 (-0.44885396957397816) | > avg_loss_duration: 2.351691016784081 (-0.018601307502159603) | > avg_loss_1: 31.258885383605957 (-0.3400968404916611)  > EPOCH: 911/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:37:55)   --> TIME: 2024-06-12 07:38:03 -- STEP: 19/330 -- GLOBAL_STEP: 388650 | > loss_disc: 2.3235151767730713 (2.2903603127128194) | > loss_disc_real_0: 0.13070431351661682 (0.09861558714979574) | > loss_disc_real_1: 0.19051595032215118 (0.19330463205513201) | > loss_disc_real_2: 0.22446919977664948 (0.20049449409309186) | > loss_disc_real_3: 0.219628244638443 (0.2288980993785356) | > loss_disc_real_4: 0.22165004909038544 (0.22932675167133934) | > loss_disc_real_5: 0.21756598353385925 (0.2228755833286988) | > loss_0: 2.3235151767730713 (2.2903603127128194) | > grad_norm_0: tensor(6.9692, device='cuda:0') (tensor(8.0738, device='cuda:0')) | > loss_gen: 2.4499289989471436 (2.517776050065693) | > loss_kl: 1.7413564920425415 (1.9360004412500482) | > loss_feat: 7.124732494354248 (7.0042014372976205) | > loss_mel: 16.724477767944336 (17.354943626805355) | > loss_duration: 1.952104091644287 (2.035031701389112) | > loss_1: 29.992599487304688 (30.847952892905788) | > grad_norm_1: tensor(72.1810, device='cuda:0') (tensor(71.5509, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3515 (0.3597647265384072) | > loader_time: 0.0032 (0.0031714439392089844)  --> TIME: 2024-06-12 07:38:12 -- STEP: 44/330 -- GLOBAL_STEP: 388675 | > loss_disc: 2.412407636642456 (2.329474514180963) | > loss_disc_real_0: 0.1049058735370636 (0.10275699977170337) | > loss_disc_real_1: 0.1910172700881958 (0.19282338971441443) | > loss_disc_real_2: 0.2329297959804535 (0.20612778548489918) | > loss_disc_real_3: 0.2603216767311096 (0.23065433888272804) | > loss_disc_real_4: 0.22542865574359894 (0.23023930462923917) | > loss_disc_real_5: 0.20611606538295746 (0.22192785482514987) | > loss_0: 2.412407636642456 (2.329474514180963) | > grad_norm_0: tensor(11.9759, device='cuda:0') (tensor(9.4735, device='cuda:0')) | > loss_gen: 2.525714874267578 (2.504462019963699) | > loss_kl: 2.12044358253479 (1.9467686712741852) | > loss_feat: 6.5905375480651855 (6.969877503134987) | > loss_mel: 16.74236297607422 (17.257608457045123) | > loss_duration: 1.9149096012115479 (1.993315444751219) | > loss_1: 29.89396858215332 (30.672031792727385) | > grad_norm_1: tensor(210.0679, device='cuda:0') (tensor(95.0889, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3741 (0.3602717627178539) | > loader_time: 0.0033 (0.003294706344604492)  --> TIME: 2024-06-12 07:38:22 -- STEP: 69/330 -- GLOBAL_STEP: 388700 | > loss_disc: 2.432849884033203 (2.3362033194389897) | > loss_disc_real_0: 0.09798480570316315 (0.10482726386491803) | > loss_disc_real_1: 0.1955423653125763 (0.19423481606054996) | > loss_disc_real_2: 0.20338062942028046 (0.20676279543102652) | > loss_disc_real_3: 0.22219449281692505 (0.22953417810840884) | > loss_disc_real_4: 0.2155827134847641 (0.23107514800368875) | > loss_disc_real_5: 0.23531803488731384 (0.22291794440884521) | > loss_0: 2.432849884033203 (2.3362033194389897) | > grad_norm_0: tensor(9.9766, device='cuda:0') (tensor(9.5633, device='cuda:0')) | > loss_gen: 2.3557448387145996 (2.494679665219957) | > loss_kl: 2.1317038536071777 (1.9594077182852703) | > loss_feat: 7.02170467376709 (7.012887049412382) | > loss_mel: 16.214344024658203 (17.216715522434402) | > loss_duration: 1.9332438707351685 (1.9796154758204585) | > loss_1: 29.656742095947266 (30.66330511673637) | > grad_norm_1: tensor(60.0315, device='cuda:0') (tensor(96.7528, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3967 (0.3673228837441707) | > loader_time: 0.0046 (0.0036060360894686933)  --> TIME: 2024-06-12 07:38:32 -- STEP: 94/330 -- GLOBAL_STEP: 388725 | > loss_disc: 2.364785671234131 (2.34113698817314) | > loss_disc_real_0: 0.13210318982601166 (0.10652412268075537) | > loss_disc_real_1: 0.24315303564071655 (0.1952562668222062) | > loss_disc_real_2: 0.2070825695991516 (0.20803265780844588) | > loss_disc_real_3: 0.20741046965122223 (0.22877333994875562) | > loss_disc_real_4: 0.20234642922878265 (0.23107885807118517) | > loss_disc_real_5: 0.1765139102935791 (0.2230393295275404) | > loss_0: 2.364785671234131 (2.34113698817314) | > grad_norm_0: tensor(7.7032, device='cuda:0') (tensor(9.0112, device='cuda:0')) | > loss_gen: 2.492588520050049 (2.4950446981064824) | > loss_kl: 2.1467998027801514 (1.9749060564852776) | > loss_feat: 7.386612892150879 (6.991197063567791) | > loss_mel: 17.96181297302246 (17.208696172592493) | > loss_duration: 1.990562915802002 (1.977899562805257) | > loss_1: 31.978376388549805 (30.64774326567954) | > grad_norm_1: tensor(50.6662, device='cuda:0') (tensor(89.0205, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3941 (0.3726704780091631) | > loader_time: 0.0042 (0.003754187137522596)  --> TIME: 2024-06-12 07:38:41 -- STEP: 119/330 -- GLOBAL_STEP: 388750 | > loss_disc: 2.349688768386841 (2.344011432984296) | > loss_disc_real_0: 0.13526971638202667 (0.10798854737722573) | > loss_disc_real_1: 0.18040306866168976 (0.19599241995010055) | > loss_disc_real_2: 0.21598969399929047 (0.20816504729896032) | > loss_disc_real_3: 0.2225813865661621 (0.22864540647558806) | > loss_disc_real_4: 0.2435537576675415 (0.23153789955026963) | > loss_disc_real_5: 0.24500472843647003 (0.22326342085329423) | > loss_0: 2.349688768386841 (2.344011432984296) | > grad_norm_0: tensor(5.0084, device='cuda:0') (tensor(8.7653, device='cuda:0')) | > loss_gen: 2.6228275299072266 (2.4892953524068635) | > loss_kl: 1.931649088859558 (1.9858928027273226) | > loss_feat: 7.416081428527832 (6.987624645233154) | > loss_mel: 17.001380920410156 (17.19608910344228) | > loss_duration: 1.968400478363037 (1.9802870159389592) | > loss_1: 30.940340042114258 (30.63918883059205) | > grad_norm_1: tensor(53.2540, device='cuda:0') (tensor(87.6472, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3767 (0.373872252071605) | > loader_time: 0.0038 (0.003795070808474757)  --> TIME: 2024-06-12 07:38:51 -- STEP: 144/330 -- GLOBAL_STEP: 388775 | > loss_disc: 2.2986114025115967 (2.350499040550656) | > loss_disc_real_0: 0.11026060581207275 (0.11024083295423126) | > loss_disc_real_1: 0.1962740421295166 (0.19608759828325775) | > loss_disc_real_2: 0.24698975682258606 (0.2093161160333289) | > loss_disc_real_3: 0.2404206097126007 (0.22914824231217304) | > loss_disc_real_4: 0.2330453097820282 (0.23106930632558134) | > loss_disc_real_5: 0.21584121882915497 (0.22334488915900388) | > loss_0: 2.2986114025115967 (2.350499040550656) | > grad_norm_0: tensor(10.8540, device='cuda:0') (tensor(8.5896, device='cuda:0')) | > loss_gen: 2.6137866973876953 (2.485679147972002) | > loss_kl: 1.9621573686599731 (1.9907696545124054) | > loss_feat: 7.339666843414307 (6.977647360828188) | > loss_mel: 17.693822860717773 (17.19999480909771) | > loss_duration: 1.9868414402008057 (1.986313759452767) | > loss_1: 31.596275329589844 (30.640404687987434) | > grad_norm_1: tensor(105.5370, device='cuda:0') (tensor(87.3078, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.4082 (0.3741697784927156) | > loader_time: 0.004 (0.0038861996597713893)  --> TIME: 2024-06-12 07:39:01 -- STEP: 169/330 -- GLOBAL_STEP: 388800 | > loss_disc: 2.2971417903900146 (2.355627948715842) | > loss_disc_real_0: 0.12246158719062805 (0.11265091853734306) | > loss_disc_real_1: 0.16446714103221893 (0.1955381384086326) | > loss_disc_real_2: 0.1945909857749939 (0.20885367620978842) | > loss_disc_real_3: 0.22385618090629578 (0.2287978371219522) | > loss_disc_real_4: 0.22072696685791016 (0.2316996484289508) | > loss_disc_real_5: 0.18751183152198792 (0.223716023229283) | > loss_0: 2.2971417903900146 (2.355627948715842) | > grad_norm_0: tensor(20.2421, device='cuda:0') (tensor(9.5864, device='cuda:0')) | > loss_gen: 2.5974249839782715 (2.479565192961834) | > loss_kl: 1.9872463941574097 (1.9943524909442698) | > loss_feat: 7.513998508453369 (6.955685624004116) | > loss_mel: 17.177492141723633 (17.19315517019237) | > loss_duration: 2.0470833778381348 (1.992350685525928) | > loss_1: 31.323246002197266 (30.615109144583258) | > grad_norm_1: tensor(422.7222, device='cuda:0') (tensor(104.1814, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3868 (0.37537841966166297) | > loader_time: 0.0041 (0.003957841523300261)  --> TIME: 2024-06-12 07:39:11 -- STEP: 194/330 -- GLOBAL_STEP: 388825 | > loss_disc: 2.4746487140655518 (2.358532593422329) | > loss_disc_real_0: 0.15010428428649902 (0.11420708251444951) | > loss_disc_real_1: 0.22952838242053986 (0.19573044738511441) | > loss_disc_real_2: 0.2601332366466522 (0.20948292322687273) | > loss_disc_real_3: 0.26228034496307373 (0.2290957771318475) | > loss_disc_real_4: 0.24211637675762177 (0.2320257479075304) | > loss_disc_real_5: 0.24047964811325073 (0.22339871118670887) | > loss_0: 2.4746487140655518 (2.358532593422329) | > grad_norm_0: tensor(28.6178, device='cuda:0') (tensor(11.4795, device='cuda:0')) | > loss_gen: 2.3724446296691895 (2.480356786668915) | > loss_kl: 1.9644607305526733 (1.9973088466015059) | > loss_feat: 6.715775489807129 (6.949225897641526) | > loss_mel: 17.303443908691406 (17.17054135529035) | > loss_duration: 2.0300049781799316 (2.0004008271030544) | > loss_1: 30.38612937927246 (30.597833643254546) | > grad_norm_1: tensor(247.1901, device='cuda:0') (tensor(132.3695, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.3956 (0.3773510296320177) | > loader_time: 0.0051 (0.004058228325598021)  --> TIME: 2024-06-12 07:39:21 -- STEP: 219/330 -- GLOBAL_STEP: 388850 | > loss_disc: 2.3654801845550537 (2.3605153375564645) | > loss_disc_real_0: 0.08657905459403992 (0.11439904636920317) | > loss_disc_real_1: 0.17536874115467072 (0.1963432657800308) | > loss_disc_real_2: 0.248381569981575 (0.2095426843590933) | > loss_disc_real_3: 0.24794824421405792 (0.22946968191562722) | > loss_disc_real_4: 0.20511698722839355 (0.23220842423504345) | > loss_disc_real_5: 0.21187730133533478 (0.22288085220883427) | > loss_0: 2.3654801845550537 (2.3605153375564645) | > grad_norm_0: tensor(32.6027, device='cuda:0') (tensor(13.5578, device='cuda:0')) | > loss_gen: 2.477372169494629 (2.4837624874289177) | > loss_kl: 2.191596508026123 (2.001727892927928) | > loss_feat: 7.927723407745361 (6.962293500769628) | > loss_mel: 16.98918342590332 (17.126316027009853) | > loss_duration: 2.068328857421875 (2.0087943958909555) | > loss_1: 31.654205322265625 (30.582894251226836) | > grad_norm_1: tensor(477.6365, device='cuda:0') (tensor(160.9780, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.4197 (0.3812573119385601) | > loader_time: 0.0057 (0.004182273394440951)  --> TIME: 2024-06-12 07:39:32 -- STEP: 244/330 -- GLOBAL_STEP: 388875 | > loss_disc: 2.5109751224517822 (2.3627209849044926) | > loss_disc_real_0: 0.18507960438728333 (0.11519395408877096) | > loss_disc_real_1: 0.21828022599220276 (0.19629383630684158) | > loss_disc_real_2: 0.22893938422203064 (0.21011317099948404) | > loss_disc_real_3: 0.23252932727336884 (0.22968403708006516) | > loss_disc_real_4: 0.26836302876472473 (0.2325023645993139) | > loss_disc_real_5: 0.2723436653614044 (0.22262534944981824) | > loss_0: 2.5109751224517822 (2.3627209849044926) | > grad_norm_0: tensor(37.7705, device='cuda:0') (tensor(15.3152, device='cuda:0')) | > loss_gen: 2.4921491146087646 (2.4860102680862926) | > loss_kl: 2.0570003986358643 (2.002420789882786) | > loss_feat: 6.194077014923096 (6.957214918292936) | > loss_mel: 15.660848617553711 (17.087111684142556) | > loss_duration: 2.0223355293273926 (2.017919569719035) | > loss_1: 28.426410675048828 (30.55067719787848) | > grad_norm_1: tensor(465.4986, device='cuda:0') (tensor(187.3143, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.457 (0.38591153602131073) | > loader_time: 0.0063 (0.004336946323269701)  --> TIME: 2024-06-12 07:39:44 -- STEP: 269/330 -- GLOBAL_STEP: 388900 | > loss_disc: 2.3963897228240967 (2.36356620097249) | > loss_disc_real_0: 0.10497434437274933 (0.11659782273230945) | > loss_disc_real_1: 0.17423295974731445 (0.19620195651586164) | > loss_disc_real_2: 0.24704447388648987 (0.21015704520129808) | > loss_disc_real_3: 0.22765174508094788 (0.22962686114816416) | > loss_disc_real_4: 0.2594141364097595 (0.23227670822001745) | > loss_disc_real_5: 0.21389040350914001 (0.2221064847308907) | > loss_0: 2.3963897228240967 (2.36356620097249) | > grad_norm_0: tensor(7.5559, device='cuda:0') (tensor(16.4422, device='cuda:0')) | > loss_gen: 2.281277894973755 (2.484518962278685) | > loss_kl: 1.9804775714874268 (2.0048813824316825) | > loss_feat: 6.357244491577148 (6.97404889457731) | > loss_mel: 15.962896347045898 (17.048493158418434) | > loss_duration: 2.1316232681274414 (2.02650171673431) | > loss_1: 28.713520050048828 (30.538444065249987) | > grad_norm_1: tensor(273.0829, device='cuda:0') (tensor(208.9676, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.4438 (0.39105956084666194) | > loader_time: 0.0063 (0.0044831440794423595)  --> TIME: 2024-06-12 07:39:55 -- STEP: 294/330 -- GLOBAL_STEP: 388925 | > loss_disc: 2.337508201599121 (2.367111530433706) | > loss_disc_real_0: 0.1311921328306198 (0.11774359406510586) | > loss_disc_real_1: 0.2055690735578537 (0.19644922185309074) | > loss_disc_real_2: 0.23333409428596497 (0.21034035532652925) | > loss_disc_real_3: 0.2547108829021454 (0.23004090664338092) | > loss_disc_real_4: 0.235136479139328 (0.23225808934289582) | > loss_disc_real_5: 0.2133263796567917 (0.22198755947911009) | > loss_0: 2.337508201599121 (2.367111530433706) | > grad_norm_0: tensor(36.3330, device='cuda:0') (tensor(17.4419, device='cuda:0')) | > loss_gen: 2.5128259658813477 (2.4805696983726664) | > loss_kl: 2.094977378845215 (2.0091536393781917) | > loss_feat: 7.526253700256348 (6.963499414677522) | > loss_mel: 16.557580947875977 (16.986387051692613) | > loss_duration: 2.1829051971435547 (2.037000491505579) | > loss_1: 30.874544143676758 (30.476610274541947) | > grad_norm_1: tensor(416.0557, device='cuda:0') (tensor(226.7084, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.4645 (0.3960775469436126) | > loader_time: 0.0063 (0.00463249975321244)  --> TIME: 2024-06-12 07:40:08 -- STEP: 319/330 -- GLOBAL_STEP: 388950 | > loss_disc: 2.431812286376953 (2.3697834851973476) | > loss_disc_real_0: 0.1841045618057251 (0.11877394202501051) | > loss_disc_real_1: 0.20168974995613098 (0.19647462306351496) | > loss_disc_real_2: 0.2484181821346283 (0.21061305608308428) | > loss_disc_real_3: 0.22458776831626892 (0.23006154381929894) | > loss_disc_real_4: 0.20015054941177368 (0.232337999586775) | > loss_disc_real_5: 0.26426026225090027 (0.22211635715348593) | > loss_0: 2.431812286376953 (2.3697834851973476) | > grad_norm_0: tensor(27.2226, device='cuda:0') (tensor(18.3364, device='cuda:0')) | > loss_gen: 2.515336513519287 (2.477019749465034) | > loss_kl: 2.1383821964263916 (2.0165312032340847) | > loss_feat: 7.700023174285889 (6.977994350804057) | > loss_mel: 16.453765869140625 (16.946933647681917) | > loss_duration: 2.2520837783813477 (2.0514776475003536) | > loss_1: 31.059593200683594 (30.469956586353458) | > grad_norm_1: tensor(456.5861, device='cuda:0') (tensor(242.5815, device='cuda:0')) | > current_lr_0: 0.00017847262868603844 | > current_lr_1: 0.00017847262868603844 | > step_time: 0.5427 (0.4047337975995292) | > loader_time: 0.0086 (0.004842780600520883)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4455695152282715 (2.4455695152282715) | > loss_disc_real_0: 0.17622563242912292 (0.17622563242912292) | > loss_disc_real_1: 0.20432887971401215 (0.20432887971401215) | > loss_disc_real_2: 0.16671854257583618 (0.16671854257583618) | > loss_disc_real_3: 0.17344985902309418 (0.17344985902309418) | > loss_disc_real_4: 0.2219545692205429 (0.2219545692205429) | > loss_disc_real_5: 0.1771041750907898 (0.1771041750907898) | > loss_0: 2.4455695152282715 (2.4455695152282715) | > loss_gen: 2.2334954738616943 (2.2334954738616943) | > loss_kl: 2.165564775466919 (2.165564775466919) | > loss_feat: 7.598001003265381 (7.598001003265381) | > loss_mel: 17.003042221069336 (17.003042221069336) | > loss_duration: 3.025700092315674 (3.025700092315674) | > loss_1: 32.02580642700195 (32.02580642700195)  --> STEP: 1 | > loss_disc: 2.3904876708984375 (2.3904876708984375) | > loss_disc_real_0: 0.08358999341726303 (0.08358999341726303) | > loss_disc_real_1: 0.2037172168493271 (0.2037172168493271) | > loss_disc_real_2: 0.16551446914672852 (0.16551446914672852) | > loss_disc_real_3: 0.21589457988739014 (0.21589457988739014) | > loss_disc_real_4: 0.21459606289863586 (0.21459606289863586) | > loss_disc_real_5: 0.27841871976852417 (0.27841871976852417) | > loss_0: 2.3904876708984375 (2.3904876708984375) | > loss_gen: 2.228915214538574 (2.228915214538574) | > loss_kl: 3.345845937728882 (3.345845937728882) | > loss_feat: 7.2747483253479 (7.2747483253479) | > loss_mel: 18.58282470703125 (18.58282470703125) | > loss_duration: 2.4680919647216797 (2.4680919647216797) | > loss_1: 33.900428771972656 (33.900428771972656)  --> STEP: 2 | > loss_disc: 2.7504796981811523 (2.570483684539795) | > loss_disc_real_0: 0.09240235388278961 (0.08799617365002632) | > loss_disc_real_1: 0.2526077628135681 (0.2281624898314476) | > loss_disc_real_2: 0.2276766300201416 (0.19659554958343506) | > loss_disc_real_3: 0.2194877713918686 (0.21769117563962936) | > loss_disc_real_4: 0.2210513949394226 (0.21782372891902924) | > loss_disc_real_5: 0.3220091760158539 (0.300213947892189) | > loss_0: 2.7504796981811523 (2.570483684539795) | > loss_gen: 1.9830049276351929 (2.1059600710868835) | > loss_kl: 3.5734002590179443 (3.459623098373413) | > loss_feat: 6.004336357116699 (6.6395423412323) | > loss_mel: 17.7554931640625 (18.169158935546875) | > loss_duration: 2.5798892974853516 (2.5239906311035156) | > loss_1: 31.8961238861084 (32.89827632904053)  --> STEP: 3 | > loss_disc: 2.362013816833496 (2.5009937286376953) | > loss_disc_real_0: 0.0950460135936737 (0.09034612029790878) | > loss_disc_real_1: 0.20247554779052734 (0.21960017581780752) | > loss_disc_real_2: 0.17155514657497406 (0.18824874858061472) | > loss_disc_real_3: 0.20953592658042908 (0.2149727592865626) | > loss_disc_real_4: 0.22960689663887024 (0.22175145149230957) | > loss_disc_real_5: 0.20926542580127716 (0.26989777386188507) | > loss_0: 2.362013816833496 (2.5009937286376953) | > loss_gen: 2.2519702911376953 (2.1546301444371543) | > loss_kl: 3.68554949760437 (3.5349318981170654) | > loss_feat: 7.682374000549316 (6.987152894337972) | > loss_mel: 16.396745681762695 (17.578354517618816) | > loss_duration: 2.426114320755005 (2.4913651943206787) | > loss_1: 32.442752838134766 (32.74643516540527)  --> STEP: 4 | > loss_disc: 2.79911208152771 (2.575523316860199) | > loss_disc_real_0: 0.2414153814315796 (0.12811343558132648) | > loss_disc_real_1: 0.25581425428390503 (0.2286536954343319) | > loss_disc_real_2: 0.23873621225357056 (0.20087061449885368) | > loss_disc_real_3: 0.254185289144516 (0.22477589175105095) | > loss_disc_real_4: 0.2017214596271515 (0.21674395352602005) | > loss_disc_real_5: 0.22218064963817596 (0.2579684928059578) | > loss_0: 2.79911208152771 (2.575523316860199) | > loss_gen: 2.153996706008911 (2.1544717848300934) | > loss_kl: 3.2615208625793457 (3.4665791392326355) | > loss_feat: 5.526694297790527 (6.622038245201111) | > loss_mel: 17.68440818786621 (17.604867935180664) | > loss_duration: 2.4094676971435547 (2.4708908200263977) | > loss_1: 31.036088943481445 (32.318848609924316)  --> STEP: 5 | > loss_disc: 2.4722652435302734 (2.554871702194214) | > loss_disc_real_0: 0.14363695681095123 (0.13121813982725145) | > loss_disc_real_1: 0.2563817799091339 (0.2341993123292923) | > loss_disc_real_2: 0.15694689750671387 (0.19208587110042571) | > loss_disc_real_3: 0.23723267018795013 (0.2272672474384308) | > loss_disc_real_4: 0.25629737973213196 (0.22465463876724243) | > loss_disc_real_5: 0.2736746668815613 (0.2611097276210785) | > loss_0: 2.4722652435302734 (2.554871702194214) | > loss_gen: 2.296736717224121 (2.182924771308899) | > loss_kl: 3.0216546058654785 (3.377594232559204) | > loss_feat: 5.5706400871276855 (6.411758613586426) | > loss_mel: 18.88836669921875 (17.86156768798828) | > loss_duration: 2.3750579357147217 (2.4517242431640627) | > loss_1: 32.1524543762207 (32.285569763183595)  --> STEP: 6 | > loss_disc: 2.2885050773620605 (2.5104772647221885) | > loss_disc_real_0: 0.054805852472782135 (0.11848275860150655) | > loss_disc_real_1: 0.24462106823921204 (0.23593627164761224) | > loss_disc_real_2: 0.25217312574386597 (0.20210041354099909) | > loss_disc_real_3: 0.19960443675518036 (0.22265677899122238) | > loss_disc_real_4: 0.21345721185207367 (0.22278840094804764) | > loss_disc_real_5: 0.2549707293510437 (0.2600865612427394) | > loss_0: 2.2885050773620605 (2.5104772647221885) | > loss_gen: 2.418983221054077 (2.2222678462664285) | > loss_kl: 3.1413917541503906 (3.338227152824402) | > loss_feat: 6.955563545227051 (6.502392768859863) | > loss_mel: 18.01705551147461 (17.887482325236004) | > loss_duration: 2.2481305599212646 (2.417791962623596) | > loss_1: 32.781124114990234 (32.36816215515137)  --> STEP: 7 | > loss_disc: 2.5323495864868164 (2.5136018821171353) | > loss_disc_real_0: 0.15707042813301086 (0.12399528282029289) | > loss_disc_real_1: 0.2369990348815918 (0.23608809496675218) | > loss_disc_real_2: 0.2572545111179352 (0.20997957033770426) | > loss_disc_real_3: 0.2642776668071747 (0.228602620107787) | > loss_disc_real_4: 0.2543039917945862 (0.22729062821183885) | > loss_disc_real_5: 0.2798407971858978 (0.26290859494890484) | > loss_0: 2.5323495864868164 (2.5136018821171353) | > loss_gen: 2.413780927658081 (2.2496268578938077) | > loss_kl: 4.31043004989624 (3.477113280977522) | > loss_feat: 4.894028186798096 (6.2726263999938965) | > loss_mel: 16.067150115966797 (17.627434866768972) | > loss_duration: 2.5745856761932373 (2.4401910645621165) | > loss_1: 30.259973526000977 (32.06699235098703)  --> STEP: 8 | > loss_disc: 2.59977388381958 (2.524373382329941) | > loss_disc_real_0: 0.22308339178562164 (0.13638129644095898) | > loss_disc_real_1: 0.24356506764888763 (0.23702271655201912) | > loss_disc_real_2: 0.2865004539489746 (0.21954468078911304) | > loss_disc_real_3: 0.2479780912399292 (0.23102455399930477) | > loss_disc_real_4: 0.24461235105991364 (0.2294558435678482) | > loss_disc_real_5: 0.2634739577770233 (0.26297926530241966) | > loss_0: 2.59977388381958 (2.524373382329941) | > loss_gen: 2.413938522338867 (2.27016581594944) | > loss_kl: 3.395766019821167 (3.4669448733329773) | > loss_feat: 6.469069957733154 (6.297181844711304) | > loss_mel: 14.70884895324707 (17.262611627578735) | > loss_duration: 2.3176896572113037 (2.4248783886432648) | > loss_1: 29.305313110351562 (31.721782445907596)  --> STEP: 9 | > loss_disc: 2.1681313514709473 (2.4847909344567194) | > loss_disc_real_0: 0.09426568448543549 (0.13170178400145638) | > loss_disc_real_1: 0.16485664248466492 (0.22900426387786865) | > loss_disc_real_2: 0.16469945013523102 (0.21345076627201504) | > loss_disc_real_3: 0.17879866063594818 (0.2252216769589318) | > loss_disc_real_4: 0.17003262042999268 (0.2228532632191976) | > loss_disc_real_5: 0.17036618292331696 (0.2526889228158527) | > loss_0: 2.1681313514709473 (2.4847909344567194) | > loss_gen: 2.3374035358428955 (2.2776366737153797) | > loss_kl: 2.3462331295013428 (3.3424213462405734) | > loss_feat: 10.129414558410645 (6.722985479566786) | > loss_mel: 17.536746978759766 (17.293071111043293) | > loss_duration: 2.1893439292907715 (2.3987078931596546) | > loss_1: 34.53913879394531 (32.034822040134)  --> STEP: 10 | > loss_disc: 2.5760223865509033 (2.493914079666138) | > loss_disc_real_0: 0.11230461299419403 (0.12976206690073014) | > loss_disc_real_1: 0.24570466578006744 (0.23067430406808853) | > loss_disc_real_2: 0.25177279114723206 (0.21728296875953673) | > loss_disc_real_3: 0.15868717432022095 (0.21856822669506074) | > loss_disc_real_4: 0.17944081127643585 (0.21851201802492143) | > loss_disc_real_5: 0.1794368028640747 (0.2453637108206749) | > loss_0: 2.5760223865509033 (2.493914079666138) | > loss_gen: 1.982520580291748 (2.248125064373016) | > loss_kl: 2.674888849258423 (3.2756680965423586) | > loss_feat: 6.21357536315918 (6.672044467926026) | > loss_mel: 17.6014461517334 (17.323908615112305) | > loss_duration: 2.4117956161499023 (2.400016665458679) | > loss_1: 30.884227752685547 (31.91976261138916)  --> STEP: 11 | > loss_disc: 2.5478808879852295 (2.4988201531496914) | > loss_disc_real_0: 0.12017100304365158 (0.12889015200463208) | > loss_disc_real_1: 0.2735413610935211 (0.23457130925221878) | > loss_disc_real_2: 0.18698102235794067 (0.21452824635939163) | > loss_disc_real_3: 0.23006540536880493 (0.2196134247563102) | > loss_disc_real_4: 0.23627018928527832 (0.22012639723040842) | > loss_disc_real_5: 0.2553507387638092 (0.24627162245186893) | > loss_0: 2.5478808879852295 (2.4988201531496914) | > loss_gen: 2.071835517883301 (2.2320987419648604) | > loss_kl: 4.298652648925781 (3.3686666922135786) | > loss_feat: 5.906504154205322 (6.602449893951416) | > loss_mel: 16.129114151000977 (17.21529093655673) | > loss_duration: 2.5479660034179688 (2.41346660527316) | > loss_1: 30.954071044921875 (31.831972468983043)  --> STEP: 12 | > loss_disc: 2.372828483581543 (2.488320847352346) | > loss_disc_real_0: 0.08704014122486115 (0.12540265110631785) | > loss_disc_real_1: 0.2468518167734146 (0.23559468487898508) | > loss_disc_real_2: 0.1592944860458374 (0.2099254329999288) | > loss_disc_real_3: 0.2401910275220871 (0.2213282249867916) | > loss_disc_real_4: 0.21355976164340973 (0.2195791775981585) | > loss_disc_real_5: 0.207504540681839 (0.24304103230436644) | > loss_0: 2.372828483581543 (2.488320847352346) | > loss_gen: 2.3314709663391113 (2.2403797606627145) | > loss_kl: 2.381539821624756 (3.2864061196645102) | > loss_feat: 5.382606029510498 (6.50079623858134) | > loss_mel: 16.878190994262695 (17.187199274698894) | > loss_duration: 2.2789454460144043 (2.402256508668264) | > loss_1: 29.25275421142578 (31.617037614186604)  --> STEP: 13 | > loss_disc: 2.6766653060913086 (2.5028088826399584) | > loss_disc_real_0: 0.1202748715877533 (0.1250082065279667) | > loss_disc_real_1: 0.30673640966415405 (0.24106712524707502) | > loss_disc_real_2: 0.26027506589889526 (0.21379848168446466) | > loss_disc_real_3: 0.2416432648897171 (0.22289092036393973) | > loss_disc_real_4: 0.18043692409992218 (0.2165682350213711) | > loss_disc_real_5: 0.18475162982940674 (0.2385572321139849) | > loss_0: 2.6766653060913086 (2.5028088826399584) | > loss_gen: 2.0844247341156006 (2.2283832201590905) | > loss_kl: 3.575195550918579 (3.3086206912994385) | > loss_feat: 6.445524215698242 (6.496544544513409) | > loss_mel: 15.688496589660645 (17.071914452772873) | > loss_duration: 2.270998239517212 (2.3921597187335673) | > loss_1: 30.064640045166016 (31.497622416569637)  --> STEP: 14 | > loss_disc: 2.4171056747436523 (2.4966872249330794) | > loss_disc_real_0: 0.07774908095598221 (0.12163255470139638) | > loss_disc_real_1: 0.26980024576187134 (0.24311949099813188) | > loss_disc_real_2: 0.1813693791627884 (0.21148211721863067) | > loss_disc_real_3: 0.2614956796169281 (0.2256484031677246) | > loss_disc_real_4: 0.24832673370838165 (0.21883669921330043) | > loss_disc_real_5: 0.2903766930103302 (0.24225862217800959) | > loss_0: 2.4171056747436523 (2.4966872249330794) | > loss_gen: 2.5034823417663574 (2.2480331574167525) | > loss_kl: 3.6271305084228516 (3.331371392522539) | > loss_feat: 5.936981201171875 (6.456575734274728) | > loss_mel: 19.1833553314209 (17.22273165839059) | > loss_duration: 2.404787302017212 (2.3930616889681136) | > loss_1: 33.655738830566406 (31.651773588997976)  --> STEP: 15 | > loss_disc: 2.7425456047058105 (2.5130777835845945) | > loss_disc_real_0: 0.17686086893081665 (0.12531444231669106) | > loss_disc_real_1: 0.31554290652275085 (0.24794771869977314) | > loss_disc_real_2: 0.26494038105010986 (0.2150460014740626) | > loss_disc_real_3: 0.2755511701107025 (0.22897525429725646) | > loss_disc_real_4: 0.3033011853694916 (0.2244676649570465) | > loss_disc_real_5: 0.33553674817085266 (0.24847716391086577) | > loss_0: 2.7425456047058105 (2.5130777835845945) | > loss_gen: 2.563420534133911 (2.2690589825312295) | > loss_kl: 3.093635082244873 (3.315522305170695) | > loss_feat: 5.369951248168945 (6.384134101867676) | > loss_mel: 18.372072219848633 (17.299354362487794) | > loss_duration: 2.348395824432373 (2.3900839646657306) | > loss_1: 31.74747657775879 (31.658153788248697)  --> STEP: 16 | > loss_disc: 2.7894883155822754 (2.5303534418344498) | > loss_disc_real_0: 0.1780882626771927 (0.12861280608922243) | > loss_disc_real_1: 0.31633666157722473 (0.2522220276296139) | > loss_disc_real_2: 0.29322895407676697 (0.21993243601173162) | > loss_disc_real_3: 0.24847380816936493 (0.23019391391426325) | > loss_disc_real_4: 0.266916960477829 (0.2271207459270954) | > loss_disc_real_5: 0.21378447115421295 (0.24630887061357498) | > loss_0: 2.7894883155822754 (2.5303534418344498) | > loss_gen: 2.152036666870117 (2.26174508780241) | > loss_kl: 3.3872783184051514 (3.3200070559978485) | > loss_feat: 7.412619590759277 (6.448414444923401) | > loss_mel: 15.597519874572754 (17.192989706993103) | > loss_duration: 2.4507980346679688 (2.3938785940408707) | > loss_1: 31.000253677368164 (31.617035031318665)  --> STEP: 17 | > loss_disc: 2.459846258163452 (2.526205960442038) | > loss_disc_real_0: 0.08318236470222473 (0.12594042718410492) | > loss_disc_real_1: 0.30476611852645874 (0.25531285650589886) | > loss_disc_real_2: 0.2044457197189331 (0.21902145270039053) | > loss_disc_real_3: 0.25090157985687256 (0.23141201191088734) | > loss_disc_real_4: 0.24362073838710785 (0.22809133371886084) | > loss_disc_real_5: 0.20606842637062073 (0.2439417856581071) | > loss_0: 2.459846258163452 (2.526205960442038) | > loss_gen: 2.222705364227295 (2.259448633474462) | > loss_kl: 2.6138806343078613 (3.2784702076631436) | > loss_feat: 5.8143839836120605 (6.411118535434499) | > loss_mel: 16.07882308959961 (17.12745049420525) | > loss_duration: 2.481358289718628 (2.3990244584925033) | > loss_1: 29.211151123046875 (31.475512448479147)  --> STEP: 18 | > loss_disc: 2.181366443634033 (2.5070482095082602) | > loss_disc_real_0: 0.057287853211164474 (0.12212639529671934) | > loss_disc_real_1: 0.19386239349842072 (0.2518989418943723) | > loss_disc_real_2: 0.1500265747308731 (0.21518840392430624) | > loss_disc_real_3: 0.17099715769290924 (0.22805563112099966) | > loss_disc_real_4: 0.1966952085494995 (0.22634710454278523) | > loss_disc_real_5: 0.15245521068572998 (0.23885919815964168) | > loss_0: 2.181366443634033 (2.5070482095082602) | > loss_gen: 2.1774072647094727 (2.254890779654185) | > loss_kl: 3.316598653793335 (3.2805884546703763) | > loss_feat: 7.249739170074463 (6.457708570692274) | > loss_mel: 19.430011749267578 (17.255370563930935) | > loss_duration: 2.3257856369018555 (2.394955635070801) | > loss_1: 34.499542236328125 (31.643514103359646)  --> STEP: 19 | > loss_disc: 2.4921045303344727 (2.5062617000780607) | > loss_disc_real_0: 0.2168359011411667 (0.1271111061306376) | > loss_disc_real_1: 0.24790586531162262 (0.25168877996896444) | > loss_disc_real_2: 0.17395012080669403 (0.2130179679707477) | > loss_disc_real_3: 0.21192312240600586 (0.22720655171494736) | > loss_disc_real_4: 0.19345378875732422 (0.22461587739618202) | > loss_disc_real_5: 0.24132005870342255 (0.23898871713563016) | > loss_0: 2.4921045303344727 (2.5062617000780607) | > loss_gen: 2.3057689666748047 (2.2575685789710596) | > loss_kl: 2.0783817768096924 (3.217314418993498) | > loss_feat: 7.345505714416504 (6.5044347361514445) | > loss_mel: 16.64163589477539 (17.22306873923854) | > loss_duration: 2.368671417236328 (2.393572255184776) | > loss_1: 30.73996353149414 (31.595958810103568)  --> STEP: 20 | > loss_disc: 2.733384132385254 (2.5176178216934204) | > loss_disc_real_0: 0.20132401585578918 (0.1308217516168952) | > loss_disc_real_1: 0.2774970829486847 (0.2529791951179504) | > loss_disc_real_2: 0.249541237950325 (0.21484413146972656) | > loss_disc_real_3: 0.2603432834148407 (0.22886338829994202) | > loss_disc_real_4: 0.2553141117095947 (0.22615078911185266) | > loss_disc_real_5: 0.26983147859573364 (0.24053085520863532) | > loss_0: 2.733384132385254 (2.5176178216934204) | > loss_gen: 2.187535524368286 (2.254066926240921) | > loss_kl: 2.230985403060913 (3.167997968196869) | > loss_feat: 5.505608558654785 (6.454493427276612) | > loss_mel: 16.12974739074707 (17.168402671813965) | > loss_duration: 2.3208837509155273 (2.3899378299713137) | > loss_1: 28.374759674072266 (31.434898853302002)  --> STEP: 21 | > loss_disc: 2.4162211418151855 (2.5127894083658853) | > loss_disc_real_0: 0.07254035770893097 (0.12804644714508737) | > loss_disc_real_1: 0.24614791572093964 (0.25265389609904515) | > loss_disc_real_2: 0.21549169719219208 (0.2148749679327011) | > loss_disc_real_3: 0.24801069498062134 (0.2297751648085458) | > loss_disc_real_4: 0.20676402747631073 (0.22522760998635066) | > loss_disc_real_5: 0.21330897510051727 (0.23923457520348684) | > loss_0: 2.4162211418151855 (2.5127894083658853) | > loss_gen: 2.1329524517059326 (2.2482995703106834) | > loss_kl: 2.45748233795166 (3.134163890566145) | > loss_feat: 6.211667060852051 (6.44293026697068) | > loss_mel: 13.606056213378906 (16.9987671261742) | > loss_duration: 2.2791996002197266 (2.3846645809355236) | > loss_1: 26.68735694885254 (31.208825429280598)  --> STEP: 22 | > loss_disc: 2.60749888420105 (2.517094384540211) | > loss_disc_real_0: 0.11105971038341522 (0.12727432274682954) | > loss_disc_real_1: 0.20094509422779083 (0.25030349601398816) | > loss_disc_real_2: 0.2636955976486206 (0.21709408746524292) | > loss_disc_real_3: 0.20975172519683838 (0.22886500846255908) | > loss_disc_real_4: 0.21854321658611298 (0.2249237739227035) | > loss_disc_real_5: 0.2852095365524292 (0.2413243461738933) | > loss_0: 2.60749888420105 (2.517094384540211) | > loss_gen: 2.1521406173706055 (2.243928708813407) | > loss_kl: 2.7710506916046143 (3.1176587451588023) | > loss_feat: 7.970261096954346 (6.512354395606301) | > loss_mel: 17.420713424682617 (17.01794650337913) | > loss_duration: 2.2205142974853516 (2.377203204415061) | > loss_1: 32.53468322753906 (31.2690916928378)  --> STEP: 23 | > loss_disc: 2.5144522190093994 (2.516979507778002) | > loss_disc_real_0: 0.11333555728197098 (0.12666828946574873) | > loss_disc_real_1: 0.24525170028209686 (0.25008385272129724) | > loss_disc_real_2: 0.1780863106250763 (0.21539809716784436) | > loss_disc_real_3: 0.2525984048843384 (0.229896895263506) | > loss_disc_real_4: 0.24192044138908386 (0.22566275946472003) | > loss_disc_real_5: 0.20311076939105988 (0.23966288631377014) | > loss_0: 2.5144522190093994 (2.516979507778002) | > loss_gen: 2.243300676345825 (2.243901403053947) | > loss_kl: 2.553910970687866 (3.0931479723557183) | > loss_feat: 5.823122024536133 (6.482387770777163) | > loss_mel: 17.684873580932617 (17.046943332837976) | > loss_duration: 2.332890510559082 (2.3752765655517574) | > loss_1: 30.638099670410156 (31.241657257080078)  --> STEP: 24 | > loss_disc: 2.394371271133423 (2.5118708312511444) | > loss_disc_real_0: 0.09901799261569977 (0.12551619376366335) | > loss_disc_real_1: 0.2606814503669739 (0.2505254192898671) | > loss_disc_real_2: 0.189824640750885 (0.21433253648380438) | > loss_disc_real_3: 0.1803053617477417 (0.22783058136701584) | > loss_disc_real_4: 0.1976282149553299 (0.22449465344349542) | > loss_disc_real_5: 0.2110329121351242 (0.23846997072299322) | > loss_0: 2.394371271133423 (2.5118708312511444) | > loss_gen: 2.3887856006622314 (2.249938244620959) | > loss_kl: 2.5891876220703125 (3.0721496244271598) | > loss_feat: 7.264684677124023 (6.5149834752082825) | > loss_mel: 18.05116844177246 (17.088786045710247) | > loss_duration: 2.415584087371826 (2.3769560456275936) | > loss_1: 32.70941162109375 (31.302813688913982)  --> STEP: 25 | > loss_disc: 2.6101326942443848 (2.515801305770874) | > loss_disc_real_0: 0.19882062077522278 (0.12844837084412572) | > loss_disc_real_1: 0.2863006591796875 (0.2519564288854599) | > loss_disc_real_2: 0.2730891704559326 (0.2166828018426895) | > loss_disc_real_3: 0.2715874910354614 (0.22958085775375367) | > loss_disc_real_4: 0.23026320338249207 (0.2247253954410553) | > loss_disc_real_5: 0.23276202380657196 (0.23824165284633636) | > loss_0: 2.6101326942443848 (2.515801305770874) | > loss_gen: 2.458155632019043 (2.2582669401168824) | > loss_kl: 2.9417476654052734 (3.0669335460662843) | > loss_feat: 8.49350357055664 (6.594124279022217) | > loss_mel: 14.97128963470459 (17.00408618927002) | > loss_duration: 2.438338041305542 (2.3794113254547113) | > loss_1: 31.30303382873535 (31.302822494506835)  --> STEP: 26 | > loss_disc: 2.429370403289795 (2.5124770402908325) | > loss_disc_real_0: 0.1666625589132309 (0.12991814730832207) | > loss_disc_real_1: 0.14259779453277588 (0.24775032756420282) | > loss_disc_real_2: 0.23805835843086243 (0.21750493863454232) | > loss_disc_real_3: 0.16256020963191986 (0.2270031405182985) | > loss_disc_real_4: 0.12443096190690994 (0.22086791722820356) | > loss_disc_real_5: 0.5487827062606812 (0.2501855395161189) | > loss_0: 2.429370403289795 (2.5124770402908325) | > loss_gen: 2.909637212753296 (2.2833196429105906) | > loss_kl: 2.3947112560272217 (3.0410788426032433) | > loss_feat: 10.419625282287598 (6.741258932993962) | > loss_mel: 18.821075439453125 (17.073970391200138) | > loss_duration: 2.3123857975006104 (2.3768334205333996) | > loss_1: 36.8574333190918 (31.51646137237549) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026653363154484676 (+0.00013897052178016072) | > avg_loss_disc: 2.5124770402908325 (+0.05578411542452333) | > avg_loss_disc_real_0: 0.12991814730832207 (-0.031511317508725045) | > avg_loss_disc_real_1: 0.24775032756420282 (+0.0397445484995842) | > avg_loss_disc_real_2: 0.21750493863454232 (-0.042456491635395915) | > avg_loss_disc_real_3: 0.2270031405182985 (-0.04212718743544358) | > avg_loss_disc_real_4: 0.22086791722820356 (+0.006118663515035927) | > avg_loss_disc_real_5: 0.2501855395161189 (+0.020039052917407124) | > avg_loss_0: 2.5124770402908325 (+0.05578411542452333) | > avg_loss_gen: 2.2833196429105906 (-0.11638070986821081) | > avg_loss_kl: 3.0410788426032433 (+0.08760076302748443) | > avg_loss_feat: 6.741258932993962 (-0.06203258954561708) | > avg_loss_mel: 17.073970391200138 (+0.32324636899508263) | > avg_loss_duration: 2.3768334205333996 (+0.025142403749318643) | > avg_loss_1: 31.51646137237549 (+0.25757598876953125)  > EPOCH: 912/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:40:34)   --> TIME: 2024-06-12 07:40:41 -- STEP: 14/330 -- GLOBAL_STEP: 388975 | > loss_disc: 2.3314402103424072 (2.320595179285322) | > loss_disc_real_0: 0.08136259764432907 (0.10455258988908359) | > loss_disc_real_1: 0.19450759887695312 (0.19432709898267472) | > loss_disc_real_2: 0.18388725817203522 (0.20675803401640483) | > loss_disc_real_3: 0.23729099333286285 (0.22028124332427979) | > loss_disc_real_4: 0.22957703471183777 (0.22812308690377645) | > loss_disc_real_5: 0.21374937891960144 (0.21886591400418962) | > loss_0: 2.3314402103424072 (2.320595179285322) | > grad_norm_0: tensor(12.0332, device='cuda:0') (tensor(9.7618, device='cuda:0')) | > loss_gen: 2.4711382389068604 (2.491429856845311) | > loss_kl: 1.6122252941131592 (1.9096940755844116) | > loss_feat: 7.219674110412598 (6.935560294560024) | > loss_mel: 16.4917049407959 (17.441209929330007) | > loss_duration: 1.9825868606567383 (2.0542381916727344) | > loss_1: 29.777328491210938 (30.83213206699916) | > grad_norm_1: tensor(193.3231, device='cuda:0') (tensor(114.1706, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3666 (0.3915174518312727) | > loader_time: 0.0038 (0.0035792418888636996)  --> TIME: 2024-06-12 07:40:52 -- STEP: 39/330 -- GLOBAL_STEP: 389000 | > loss_disc: 2.2532432079315186 (2.3406814122811346) | > loss_disc_real_0: 0.06477611511945724 (0.10273067481242694) | > loss_disc_real_1: 0.1927812695503235 (0.19404631012525314) | > loss_disc_real_2: 0.1769704520702362 (0.2088952286121173) | > loss_disc_real_3: 0.19297027587890625 (0.22762429675994775) | > loss_disc_real_4: 0.19432112574577332 (0.23275741476279038) | > loss_disc_real_5: 0.18375298380851746 (0.22440027120785835) | > loss_0: 2.2532432079315186 (2.3406814122811346) | > grad_norm_0: tensor(7.3105, device='cuda:0') (tensor(9.5259, device='cuda:0')) | > loss_gen: 2.413317918777466 (2.491332072478074) | > loss_kl: 1.8519402742385864 (1.9303553624030871) | > loss_feat: 7.519616603851318 (6.9394127161074906) | > loss_mel: 16.974510192871094 (17.193536220452728) | > loss_duration: 1.9662442207336426 (1.9978262400015803) | > loss_1: 30.725629806518555 (30.552462700085762) | > grad_norm_1: tensor(57.6450, device='cuda:0') (tensor(96.1572, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3603 (0.3760691239283635) | > loader_time: 0.0033 (0.06594673181191468) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_389000.pth  --> TIME: 2024-06-12 07:41:07 -- STEP: 64/330 -- GLOBAL_STEP: 389025 | > loss_disc: 2.3863680362701416 (2.3420895338058463) | > loss_disc_real_0: 0.12540298700332642 (0.10388863855041564) | > loss_disc_real_1: 0.21376729011535645 (0.19411296909675002) | > loss_disc_real_2: 0.2302197962999344 (0.20989244570955634) | > loss_disc_real_3: 0.2549498677253723 (0.2285036575049162) | > loss_disc_real_4: 0.2672068476676941 (0.23291665827855468) | > loss_disc_real_5: 0.27716827392578125 (0.22388320975005627) | > loss_0: 2.3863680362701416 (2.3420895338058463) | > grad_norm_0: tensor(13.0352, device='cuda:0') (tensor(9.3054, device='cuda:0')) | > loss_gen: 2.5396103858947754 (2.49260327219963) | > loss_kl: 2.0053718090057373 (1.9439771007746458) | > loss_feat: 6.741244316101074 (6.971124343574047) | > loss_mel: 17.517969131469727 (17.200528025627133) | > loss_duration: 1.9826483726501465 (1.9836450163275001) | > loss_1: 30.78684425354004 (30.59187775850296) | > grad_norm_1: tensor(161.7200, device='cuda:0') (tensor(97.4609, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3696 (0.3746468685567379) | > loader_time: 0.0037 (0.04164373502135277)  --> TIME: 2024-06-12 07:41:17 -- STEP: 89/330 -- GLOBAL_STEP: 389050 | > loss_disc: 2.38557767868042 (2.344372655568498) | > loss_disc_real_0: 0.09216025471687317 (0.10543904185629963) | > loss_disc_real_1: 0.23404644429683685 (0.19512380910723393) | > loss_disc_real_2: 0.20049862563610077 (0.2089747190475464) | > loss_disc_real_3: 0.2130936235189438 (0.22845183898893634) | > loss_disc_real_4: 0.2300393283367157 (0.2318318457750792) | > loss_disc_real_5: 0.24501878023147583 (0.22279822022727366) | > loss_0: 2.38557767868042 (2.344372655568498) | > grad_norm_0: tensor(6.7588, device='cuda:0') (tensor(9.6889, device='cuda:0')) | > loss_gen: 2.6344614028930664 (2.4889563496193183) | > loss_kl: 2.0160105228424072 (1.9681968233558569) | > loss_feat: 6.785862445831299 (6.957344601663311) | > loss_mel: 17.35918426513672 (17.131826004285486) | > loss_duration: 1.9923183917999268 (1.981355960449476) | > loss_1: 30.7878360748291 (30.52767976482263) | > grad_norm_1: tensor(48.6970, device='cuda:0') (tensor(112.2138, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3647 (0.37296054068576084) | > loader_time: 0.0038 (0.031037202042140322)  --> TIME: 2024-06-12 07:41:26 -- STEP: 114/330 -- GLOBAL_STEP: 389075 | > loss_disc: 2.3324105739593506 (2.3494344134079768) | > loss_disc_real_0: 0.09967200458049774 (0.10762974345370342) | > loss_disc_real_1: 0.18341675400733948 (0.1945699669028583) | > loss_disc_real_2: 0.23689797520637512 (0.20974469590082503) | > loss_disc_real_3: 0.2542737126350403 (0.2281283996345704) | > loss_disc_real_4: 0.2368139624595642 (0.23211966807904996) | > loss_disc_real_5: 0.23734085261821747 (0.22310532054357363) | > loss_0: 2.3324105739593506 (2.3494344134079768) | > grad_norm_0: tensor(7.3065, device='cuda:0') (tensor(9.6800, device='cuda:0')) | > loss_gen: 2.481588363647461 (2.4812739648317037) | > loss_kl: 2.1424267292022705 (1.984365959962209) | > loss_feat: 6.942234992980957 (6.947132118961267) | > loss_mel: 17.332780838012695 (17.1473645578351) | > loss_duration: 2.0101418495178223 (1.983773894477309) | > loss_1: 30.90917205810547 (30.54391047829076) | > grad_norm_1: tensor(80.4491, device='cuda:0') (tensor(118.5973, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3938 (0.3739613566482276) | > loader_time: 0.0039 (0.025152898671334255)  --> TIME: 2024-06-12 07:41:36 -- STEP: 139/330 -- GLOBAL_STEP: 389100 | > loss_disc: 2.4422051906585693 (2.357538552592983) | > loss_disc_real_0: 0.13532765209674835 (0.10925945762893279) | > loss_disc_real_1: 0.18611745536327362 (0.19466631028720796) | > loss_disc_real_2: 0.24458229541778564 (0.21018490752727864) | > loss_disc_real_3: 0.23807381093502045 (0.2292124243091336) | > loss_disc_real_4: 0.2440299391746521 (0.23322968109906148) | > loss_disc_real_5: 0.21333447098731995 (0.22341616419579485) | > loss_0: 2.4422051906585693 (2.357538552592983) | > grad_norm_0: tensor(38.5366, device='cuda:0') (tensor(11.0517, device='cuda:0')) | > loss_gen: 2.430227756500244 (2.4795827539704685) | > loss_kl: 1.8414167165756226 (1.9938826012096817) | > loss_feat: 7.2026824951171875 (6.948611479011371) | > loss_mel: 17.042627334594727 (17.176717861093213) | > loss_duration: 2.050199508666992 (1.9897687966875035) | > loss_1: 30.567153930664062 (30.588563507409404) | > grad_norm_1: tensor(453.2721, device='cuda:0') (tensor(139.5629, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3843 (0.3744951958278958) | > loader_time: 0.0041 (0.02137954115009994)  --> TIME: 2024-06-12 07:41:46 -- STEP: 164/330 -- GLOBAL_STEP: 389125 | > loss_disc: 2.331512451171875 (2.3539335262484653) | > loss_disc_real_0: 0.10946838557720184 (0.11061290933228121) | > loss_disc_real_1: 0.1928013116121292 (0.19447032389480884) | > loss_disc_real_2: 0.16688606142997742 (0.20982311602409293) | > loss_disc_real_3: 0.2116188108921051 (0.22910276536897914) | > loss_disc_real_4: 0.23703646659851074 (0.2326656933419588) | > loss_disc_real_5: 0.23955382406711578 (0.2231753771988357) | > loss_0: 2.331512451171875 (2.3539335262484653) | > grad_norm_0: tensor(18.9809, device='cuda:0') (tensor(12.9540, device='cuda:0')) | > loss_gen: 2.520806074142456 (2.4891715689403253) | > loss_kl: 2.0376830101013184 (2.00411999661748) | > loss_feat: 7.644584655761719 (6.961187708668593) | > loss_mel: 17.32147216796875 (17.155541879374823) | > loss_duration: 2.0895190238952637 (1.9937035557700367) | > loss_1: 31.614065170288086 (30.603724689018435) | > grad_norm_1: tensor(304.0094, device='cuda:0') (tensor(171.2451, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.384 (0.3755749740251681) | > loader_time: 0.0142 (0.01884180888897036)  --> TIME: 2024-06-12 07:41:56 -- STEP: 189/330 -- GLOBAL_STEP: 389150 | > loss_disc: 2.396056652069092 (2.3562847331718157) | > loss_disc_real_0: 0.15949493646621704 (0.11189492255764663) | > loss_disc_real_1: 0.19248558580875397 (0.19491029187800385) | > loss_disc_real_2: 0.20155249536037445 (0.20975186395897435) | > loss_disc_real_3: 0.22326377034187317 (0.22951263023747337) | > loss_disc_real_4: 0.2138347029685974 (0.23257374858099317) | > loss_disc_real_5: 0.19346551597118378 (0.22239224809818167) | > loss_0: 2.396056652069092 (2.3562847331718157) | > grad_norm_0: tensor(34.0247, device='cuda:0') (tensor(14.7328, device='cuda:0')) | > loss_gen: 2.5729615688323975 (2.4915664612300814) | > loss_kl: 1.9261730909347534 (2.00847866043212) | > loss_feat: 6.879242897033691 (6.969621721398894) | > loss_mel: 17.383323669433594 (17.143912224542543) | > loss_duration: 2.076333999633789 (2.001598899326627) | > loss_1: 30.838035583496094 (30.615177941700768) | > grad_norm_1: tensor(606.9129, device='cuda:0') (tensor(193.6284, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3922 (0.37795731630274876) | > loader_time: 0.0047 (0.016984649436183715)  --> TIME: 2024-06-12 07:42:06 -- STEP: 214/330 -- GLOBAL_STEP: 389175 | > loss_disc: 2.460038661956787 (2.361043098931) | > loss_disc_real_0: 0.09691714495420456 (0.11341792515644403) | > loss_disc_real_1: 0.23462598025798798 (0.19521283769161896) | > loss_disc_real_2: 0.2382858842611313 (0.21061325142873782) | > loss_disc_real_3: 0.2263634353876114 (0.2297184082949273) | > loss_disc_real_4: 0.2466912865638733 (0.23282680486407237) | > loss_disc_real_5: 0.2367040067911148 (0.22204665031945595) | > loss_0: 2.460038661956787 (2.361043098931) | > grad_norm_0: tensor(23.1673, device='cuda:0') (tensor(15.9355, device='cuda:0')) | > loss_gen: 2.362367868423462 (2.4872470871310375) | > loss_kl: 1.9803338050842285 (2.015812138530695) | > loss_feat: 6.429533958435059 (6.950260882065675) | > loss_mel: 16.366912841796875 (17.084072104124274) | > loss_duration: 2.118666410446167 (2.0096594295769075) | > loss_1: 29.257814407348633 (30.547051634743948) | > grad_norm_1: tensor(422.2443, device='cuda:0') (tensor(215.0879, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.3997 (0.3804346579257574) | > loader_time: 0.0057 (0.015581780504957543)  --> TIME: 2024-06-12 07:42:16 -- STEP: 239/330 -- GLOBAL_STEP: 389200 | > loss_disc: 2.4422459602355957 (2.3611806496416663) | > loss_disc_real_0: 0.14524981379508972 (0.11482194137747817) | > loss_disc_real_1: 0.2027747631072998 (0.19500317589757826) | > loss_disc_real_2: 0.20548054575920105 (0.21060855692899377) | > loss_disc_real_3: 0.2433013617992401 (0.22959219848261717) | > loss_disc_real_4: 0.24210691452026367 (0.23231452204692313) | > loss_disc_real_5: 0.25069916248321533 (0.22184269909579385) | > loss_0: 2.4422459602355957 (2.3611806496416663) | > grad_norm_0: tensor(38.3948, device='cuda:0') (tensor(17.2635, device='cuda:0')) | > loss_gen: 2.571465015411377 (2.487954329247256) | > loss_kl: 2.0529868602752686 (2.0194977217638335) | > loss_feat: 6.638469696044922 (6.953144278985187) | > loss_mel: 16.79937171936035 (17.047544926280256) | > loss_duration: 2.0644702911376953 (2.0186086688580356) | > loss_1: 30.12676429748535 (30.5267499181516) | > grad_norm_1: tensor(374.2915, device='cuda:0') (tensor(232.0284, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.4106 (0.3839053698663433) | > loader_time: 0.005 (0.014508727205348317)  --> TIME: 2024-06-12 07:42:27 -- STEP: 264/330 -- GLOBAL_STEP: 389225 | > loss_disc: 2.3471643924713135 (2.3649517071969575) | > loss_disc_real_0: 0.15531706809997559 (0.11697192261503501) | > loss_disc_real_1: 0.21713832020759583 (0.1956097196336045) | > loss_disc_real_2: 0.18483062088489532 (0.2103801668819153) | > loss_disc_real_3: 0.19824884831905365 (0.22952377818750613) | > loss_disc_real_4: 0.20474715530872345 (0.23233640346337447) | > loss_disc_real_5: 0.18502648174762726 (0.2216207329183817) | > loss_0: 2.3471643924713135 (2.3649517071969575) | > grad_norm_0: tensor(6.1510, device='cuda:0') (tensor(18.2479, device='cuda:0')) | > loss_gen: 2.5182487964630127 (2.4849498831864563) | > loss_kl: 2.065204381942749 (2.022465266061551) | > loss_feat: 7.668409824371338 (6.960031345035091) | > loss_mel: 16.60833740234375 (17.0151483001131) | > loss_duration: 2.154629707336426 (2.0263814637155235) | > loss_1: 31.01483154296875 (30.508976249983817) | > grad_norm_1: tensor(323.4415, device='cuda:0') (tensor(244.6478, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.4432 (0.38794639255061303) | > loader_time: 0.0055 (0.013668193058534105)  --> TIME: 2024-06-12 07:42:39 -- STEP: 289/330 -- GLOBAL_STEP: 389250 | > loss_disc: 2.5167183876037598 (2.3670908612775956) | > loss_disc_real_0: 0.1286105513572693 (0.11862442781665333) | > loss_disc_real_1: 0.21264992654323578 (0.19569518074238584) | > loss_disc_real_2: 0.24585454165935516 (0.21017411248081694) | > loss_disc_real_3: 0.25513505935668945 (0.22954870899655827) | > loss_disc_real_4: 0.23462064564228058 (0.23241806236517884) | > loss_disc_real_5: 0.25011128187179565 (0.22171382554468405) | > loss_0: 2.5167183876037598 (2.3670908612775956) | > grad_norm_0: tensor(36.4005, device='cuda:0') (tensor(19.4502, device='cuda:0')) | > loss_gen: 2.49349045753479 (2.4846745172586413) | > loss_kl: 2.2935194969177246 (2.0301626578334284) | > loss_feat: 6.706470012664795 (6.963504256674162) | > loss_mel: 15.199634552001953 (16.955723620616027) | > loss_duration: 2.1727774143218994 (2.0363483008216403) | > loss_1: 28.865890502929688 (30.470413326804614) | > grad_norm_1: tensor(396.3584, device='cuda:0') (tensor(257.6461, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.4709 (0.3939405139342312) | > loader_time: 0.0063 (0.013033823158501755)  --> TIME: 2024-06-12 07:42:52 -- STEP: 314/330 -- GLOBAL_STEP: 389275 | > loss_disc: 2.4611639976501465 (2.370493945802093) | > loss_disc_real_0: 0.09934233129024506 (0.11957756448893031) | > loss_disc_real_1: 0.19901204109191895 (0.19627712458182286) | > loss_disc_real_2: 0.1803581416606903 (0.2105412453318098) | > loss_disc_real_3: 0.21263547241687775 (0.23002180893709706) | > loss_disc_real_4: 0.23140941560268402 (0.23264929191891554) | > loss_disc_real_5: 0.22337858378887177 (0.22172794960866313) | > loss_0: 2.4611639976501465 (2.370493945802093) | > grad_norm_0: tensor(31.6308, device='cuda:0') (tensor(20.5864, device='cuda:0')) | > loss_gen: 2.332679510116577 (2.4831292644427845) | > loss_kl: 2.012434959411621 (2.032812154976425) | > loss_feat: 7.3724775314331055 (6.976105898049227) | > loss_mel: 16.835525512695312 (16.91477817790523) | > loss_duration: 2.242001533508301 (2.049463647945671) | > loss_1: 30.795120239257812 (30.45628913952287) | > grad_norm_1: tensor(562.8339, device='cuda:0') (tensor(273.6190, device='cuda:0')) | > current_lr_0: 0.00017845031960745267 | > current_lr_1: 0.00017845031960745267 | > step_time: 0.5241 (0.401940637333378) | > loader_time: 0.0077 (0.012550858175678619)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4269394874572754 (2.4269394874572754) | > loss_disc_real_0: 0.1281057596206665 (0.1281057596206665) | > loss_disc_real_1: 0.16304871439933777 (0.16304871439933777) | > loss_disc_real_2: 0.25315168499946594 (0.25315168499946594) | > loss_disc_real_3: 0.26945608854293823 (0.26945608854293823) | > loss_disc_real_4: 0.2577533423900604 (0.2577533423900604) | > loss_disc_real_5: 0.2992177903652191 (0.2992177903652191) | > loss_0: 2.4269394874572754 (2.4269394874572754) | > loss_gen: 2.4469077587127686 (2.4469077587127686) | > loss_kl: 2.6986849308013916 (2.6986849308013916) | > loss_feat: 6.9164581298828125 (6.9164581298828125) | > loss_mel: 14.492440223693848 (14.492440223693848) | > loss_duration: 3.027299165725708 (3.027299165725708) | > loss_1: 29.581789016723633 (29.581789016723633)  --> STEP: 1 | > loss_disc: 2.474071741104126 (2.474071741104126) | > loss_disc_real_0: 0.14225925505161285 (0.14225925505161285) | > loss_disc_real_1: 0.18252819776535034 (0.18252819776535034) | > loss_disc_real_2: 0.2718033194541931 (0.2718033194541931) | > loss_disc_real_3: 0.2942841053009033 (0.2942841053009033) | > loss_disc_real_4: 0.21917344629764557 (0.21917344629764557) | > loss_disc_real_5: 0.24305714666843414 (0.24305714666843414) | > loss_0: 2.474071741104126 (2.474071741104126) | > loss_gen: 2.3180978298187256 (2.3180978298187256) | > loss_kl: 3.1500163078308105 (3.1500163078308105) | > loss_feat: 4.669301509857178 (4.669301509857178) | > loss_mel: 16.24471664428711 (16.24471664428711) | > loss_duration: 2.578110694885254 (2.578110694885254) | > loss_1: 28.960243225097656 (28.960243225097656)  --> STEP: 2 | > loss_disc: 2.2697629928588867 (2.3719173669815063) | > loss_disc_real_0: 0.08615967631340027 (0.11420946568250656) | > loss_disc_real_1: 0.17377233505249023 (0.1781502664089203) | > loss_disc_real_2: 0.2336280196905136 (0.25271566957235336) | > loss_disc_real_3: 0.25944411754608154 (0.27686411142349243) | > loss_disc_real_4: 0.15525934100151062 (0.1872163936495781) | > loss_disc_real_5: 0.17085368931293488 (0.2069554179906845) | > loss_0: 2.2697629928588867 (2.3719173669815063) | > loss_gen: 2.2914938926696777 (2.3047958612442017) | > loss_kl: 2.4376347064971924 (2.7938255071640015) | > loss_feat: 5.779923439025879 (5.224612474441528) | > loss_mel: 16.886150360107422 (16.565433502197266) | > loss_duration: 2.4871907234191895 (2.5326507091522217) | > loss_1: 29.88239288330078 (29.42131805419922)  --> STEP: 3 | > loss_disc: 2.370847702026367 (2.37156081199646) | > loss_disc_real_0: 0.07994228601455688 (0.10278707245985667) | > loss_disc_real_1: 0.14224258065223694 (0.16618103782335916) | > loss_disc_real_2: 0.2521272301673889 (0.25251952310403186) | > loss_disc_real_3: 0.2570374011993408 (0.2702552080154419) | > loss_disc_real_4: 0.17917819321155548 (0.18453699350357056) | > loss_disc_real_5: 0.23673392832279205 (0.21688158810138702) | > loss_0: 2.370847702026367 (2.37156081199646) | > loss_gen: 2.2388296127319336 (2.2828071117401123) | > loss_kl: 3.199007749557495 (2.9288862546284995) | > loss_feat: 5.847675323486328 (5.432300090789795) | > loss_mel: 16.511585235595703 (16.547484079996746) | > loss_duration: 2.427121639251709 (2.4974743525187173) | > loss_1: 30.22422218322754 (29.688952763875324)  --> STEP: 4 | > loss_disc: 2.289625406265259 (2.3510769605636597) | > loss_disc_real_0: 0.11298784613609314 (0.10533726587891579) | > loss_disc_real_1: 0.16828598082065582 (0.16670727357268333) | > loss_disc_real_2: 0.15427333116531372 (0.22795797511935234) | > loss_disc_real_3: 0.2041030079126358 (0.25371715798974037) | > loss_disc_real_4: 0.12196650356054306 (0.16889437101781368) | > loss_disc_real_5: 0.23354092240333557 (0.22104642167687416) | > loss_0: 2.289625406265259 (2.3510769605636597) | > loss_gen: 2.2650790214538574 (2.2783750891685486) | > loss_kl: 3.8582403659820557 (3.1612247824668884) | > loss_feat: 8.406506538391113 (6.1758517026901245) | > loss_mel: 16.975791931152344 (16.654561042785645) | > loss_duration: 2.4663095474243164 (2.489683151245117) | > loss_1: 33.971927642822266 (30.75969648361206)  --> STEP: 5 | > loss_disc: 2.169322967529297 (2.314726161956787) | > loss_disc_real_0: 0.1582755446434021 (0.11592492163181305) | > loss_disc_real_1: 0.1950262188911438 (0.17237106263637542) | > loss_disc_real_2: 0.18035636842250824 (0.21843765377998353) | > loss_disc_real_3: 0.19544044137001038 (0.24206181466579438) | > loss_disc_real_4: 0.187842458486557 (0.17268398851156236) | > loss_disc_real_5: 0.16563107073307037 (0.2099633514881134) | > loss_0: 2.169322967529297 (2.314726161956787) | > loss_gen: 2.586168050765991 (2.339933681488037) | > loss_kl: 2.214998483657837 (2.971979522705078) | > loss_feat: 7.0812602043151855 (6.3569334030151365) | > loss_mel: 18.45041847229004 (17.013732528686525) | > loss_duration: 2.3687424659729004 (2.4654950141906737) | > loss_1: 32.70158767700195 (31.14807472229004)  --> STEP: 6 | > loss_disc: 2.3264498710632324 (2.316680113474528) | > loss_disc_real_0: 0.20551744103431702 (0.13085700819889703) | > loss_disc_real_1: 0.19606763124465942 (0.1763204907377561) | > loss_disc_real_2: 0.2627545893192291 (0.22582380970319113) | > loss_disc_real_3: 0.2667589485645294 (0.24617800364891687) | > loss_disc_real_4: 0.1825343668460846 (0.1743257182339827) | > loss_disc_real_5: 0.16409513354301453 (0.20231864849726358) | > loss_0: 2.3264498710632324 (2.316680113474528) | > loss_gen: 2.6236770153045654 (2.387224237124125) | > loss_kl: 2.6938302516937256 (2.9256213108698526) | > loss_feat: 5.317446708679199 (6.1836856206258135) | > loss_mel: 16.47307777404785 (16.92362340291341) | > loss_duration: 2.199099063873291 (2.421095689137777) | > loss_1: 29.307130813598633 (30.841250737508137)  --> STEP: 7 | > loss_disc: 2.4421353340148926 (2.3346022878374373) | > loss_disc_real_0: 0.16631031036376953 (0.13592176565102168) | > loss_disc_real_1: 0.20412543416023254 (0.18029262551239558) | > loss_disc_real_2: 0.3251754343509674 (0.24001689893858774) | > loss_disc_real_3: 0.28222236037254333 (0.2513271974665778) | > loss_disc_real_4: 0.17569537460803986 (0.1745213834302766) | > loss_disc_real_5: 0.23957163095474243 (0.20764050313404628) | > loss_0: 2.4421353340148926 (2.3346022878374373) | > loss_gen: 2.6192307472229004 (2.420368024281093) | > loss_kl: 4.4671759605407715 (3.145843403679984) | > loss_feat: 6.211380958557129 (6.1876420974731445) | > loss_mel: 16.68234634399414 (16.88915525163923) | > loss_duration: 2.584869384765625 (2.4444919313703264) | > loss_1: 32.56500244140625 (31.087500980922155)  --> STEP: 8 | > loss_disc: 2.1986923217773438 (2.3176135420799255) | > loss_disc_real_0: 0.10559222847223282 (0.13213057350367308) | > loss_disc_real_1: 0.15932992100715637 (0.17767228744924068) | > loss_disc_real_2: 0.1821531504392624 (0.23278393037617207) | > loss_disc_real_3: 0.16973866522312164 (0.24112863093614575) | > loss_disc_real_4: 0.1982228308916092 (0.17748406436294317) | > loss_disc_real_5: 0.18471850454807281 (0.2047752533107996) | > loss_0: 2.1986923217773438 (2.3176135420799255) | > loss_gen: 2.2246668338775635 (2.395905375480652) | > loss_kl: 3.2459428310394287 (3.1583558320999146) | > loss_feat: 11.337137222290039 (6.831328988075256) | > loss_mel: 19.650646209716797 (17.234341621398926) | > loss_duration: 2.278623580932617 (2.423758387565613) | > loss_1: 38.73701477050781 (32.04369020462036)  --> STEP: 9 | > loss_disc: 2.2621195316314697 (2.311447540918986) | > loss_disc_real_0: 0.20666342973709106 (0.14041200197405285) | > loss_disc_real_1: 0.10663000494241714 (0.16977870050403807) | > loss_disc_real_2: 0.2978828251361847 (0.24001714090506235) | > loss_disc_real_3: 0.2534722089767456 (0.24250013960732353) | > loss_disc_real_4: 0.15455184876918793 (0.17493604040808147) | > loss_disc_real_5: 0.2306969314813614 (0.20765543977419534) | > loss_0: 2.2621195316314697 (2.311447540918986) | > loss_gen: 2.87263822555542 (2.4488756921556263) | > loss_kl: 2.397066116333008 (3.0737680859035916) | > loss_feat: 9.090847969055176 (7.082386652628581) | > loss_mel: 17.883533477783203 (17.306474049886067) | > loss_duration: 2.1520423889160156 (2.3935677210489907) | > loss_1: 34.3961296081543 (32.30507236056857)  --> STEP: 10 | > loss_disc: 2.3354249000549316 (2.3138452768325806) | > loss_disc_real_0: 0.11281721293926239 (0.1376525230705738) | > loss_disc_real_1: 0.1753469556570053 (0.1703355260193348) | > loss_disc_real_2: 0.364097535610199 (0.25242518037557604) | > loss_disc_real_3: 0.27469775080680847 (0.24571990072727204) | > loss_disc_real_4: 0.17416012287139893 (0.17485844865441322) | > loss_disc_real_5: 0.19869978725910187 (0.20675987452268602) | > loss_0: 2.3354249000549316 (2.3138452768325806) | > loss_gen: 2.549628257751465 (2.45895094871521) | > loss_kl: 3.1087119579315186 (3.0772624731063845) | > loss_feat: 6.648528099060059 (7.039000797271728) | > loss_mel: 18.506879806518555 (17.426514625549316) | > loss_duration: 2.3645803928375244 (2.3906689882278442) | > loss_1: 33.17832946777344 (32.392398071289065)  --> STEP: 11 | > loss_disc: 2.3992412090301514 (2.321608543395996) | > loss_disc_real_0: 0.13601596653461456 (0.13750374520366843) | > loss_disc_real_1: 0.15995360910892487 (0.16939171539111572) | > loss_disc_real_2: 0.25431615114212036 (0.25259708680889825) | > loss_disc_real_3: 0.23544591665267944 (0.24478590217503635) | > loss_disc_real_4: 0.1902565062046051 (0.17625827206806702) | > loss_disc_real_5: 0.2069443315267563 (0.20677664334123785) | > loss_0: 2.3992412090301514 (2.321608543395996) | > loss_gen: 2.340942621231079 (2.4482229189439253) | > loss_kl: 3.6906611919403076 (3.1330259930003774) | > loss_feat: 6.298561096191406 (6.971688097173518) | > loss_mel: 15.992905616760254 (17.29618653384122) | > loss_duration: 2.5096559524536133 (2.4014859849756416) | > loss_1: 30.832725524902344 (32.25060965798118)  --> STEP: 12 | > loss_disc: 2.731353521347046 (2.3557539582252502) | > loss_disc_real_0: 0.15890732407569885 (0.13928737677633762) | > loss_disc_real_1: 0.14167293906211853 (0.1670818173636993) | > loss_disc_real_2: 0.1961100846529007 (0.24788983662923178) | > loss_disc_real_3: 0.24144572019577026 (0.24450755367676416) | > loss_disc_real_4: 0.23186121881008148 (0.1808918509632349) | > loss_disc_real_5: 0.30020198225975037 (0.2145620882511139) | > loss_0: 2.731353521347046 (2.3557539582252502) | > loss_gen: 1.9537479877471924 (2.4070166746775308) | > loss_kl: 3.1004951000213623 (3.130315085252126) | > loss_feat: 6.295424461364746 (6.915332794189453) | > loss_mel: 18.445987701416016 (17.392003297805786) | > loss_duration: 2.2460336685180664 (2.3885316252708435) | > loss_1: 32.041690826416016 (32.233199755350746)  --> STEP: 13 | > loss_disc: 2.4503672122955322 (2.363031900846041) | > loss_disc_real_0: 0.13797029852867126 (0.13918606306497866) | > loss_disc_real_1: 0.17633691430091858 (0.16779374789733154) | > loss_disc_real_2: 0.2731248438358307 (0.24983099102973938) | > loss_disc_real_3: 0.2559718191623688 (0.2453894202525799) | > loss_disc_real_4: 0.18567952513694763 (0.18126013359198204) | > loss_disc_real_5: 0.21046443283557892 (0.21424688398838043) | > loss_0: 2.4503672122955322 (2.363031900846041) | > loss_gen: 2.236135721206665 (2.3938719859490027) | > loss_kl: 3.747654438018799 (3.1778027277726393) | > loss_feat: 5.87428617477417 (6.835252285003662) | > loss_mel: 16.49127960205078 (17.322716859670784) | > loss_duration: 2.250300884246826 (2.377898491345919) | > loss_1: 30.59965705871582 (32.10754262484037)  --> STEP: 14 | > loss_disc: 2.6265876293182373 (2.381857310022627) | > loss_disc_real_0: 0.2223844826221466 (0.1451288073190621) | > loss_disc_real_1: 0.12151551991701126 (0.1644881601844515) | > loss_disc_real_2: 0.233145073056221 (0.24863913974591664) | > loss_disc_real_3: 0.23587138950824738 (0.24470956091369903) | > loss_disc_real_4: 0.18698720633983612 (0.18166921021682875) | > loss_disc_real_5: 0.21271483600139618 (0.21413745198931014) | > loss_0: 2.6265876293182373 (2.381857310022627) | > loss_gen: 2.0107526779174805 (2.3665063210896085) | > loss_kl: 3.8082542419433594 (3.222834978784834) | > loss_feat: 7.6078009605407715 (6.890434333256313) | > loss_mel: 17.186782836914062 (17.31300728661673) | > loss_duration: 2.4013607501983643 (2.3795743669782365) | > loss_1: 33.014949798583984 (32.172357422964915)  --> STEP: 15 | > loss_disc: 2.7848353385925293 (2.408722511927287) | > loss_disc_real_0: 0.25892168283462524 (0.15271499902009963) | > loss_disc_real_1: 0.1681833267211914 (0.16473450462023417) | > loss_disc_real_2: 0.30083706974983215 (0.2521190017461777) | > loss_disc_real_3: 0.2533070743083954 (0.24528272847334545) | > loss_disc_real_4: 0.19225017726421356 (0.18237460801998776) | > loss_disc_real_5: 0.19212089478969574 (0.21266968150933582) | > loss_0: 2.7848353385925293 (2.408722511927287) | > loss_gen: 2.0967235565185547 (2.348520803451538) | > loss_kl: 3.229313611984253 (3.2232668876647947) | > loss_feat: 6.843377590179443 (6.887297217051188) | > loss_mel: 16.624753952026367 (17.26712373097737) | > loss_duration: 2.347196102142334 (2.3774158159891763) | > loss_1: 31.14136505126953 (32.10362459818522)  --> STEP: 16 | > loss_disc: 2.7640063762664795 (2.4309277534484863) | > loss_disc_real_0: 0.3292391896247864 (0.16374776093289256) | > loss_disc_real_1: 0.16573600471019745 (0.16479709837585688) | > loss_disc_real_2: 0.30898451805114746 (0.2556730965152383) | > loss_disc_real_3: 0.22671788930892944 (0.24412242602556944) | > loss_disc_real_4: 0.22601330280303955 (0.18510202644392848) | > loss_disc_real_5: 0.26024341583251953 (0.21564303990453482) | > loss_0: 2.7640063762664795 (2.4309277534484863) | > loss_gen: 2.281801700592041 (2.3443508595228195) | > loss_kl: 2.879392385482788 (3.2017747312784195) | > loss_feat: 6.25763463973999 (6.847943305969238) | > loss_mel: 16.069271087646484 (17.192257940769192) | > loss_duration: 2.4177722930908203 (2.379938095808029) | > loss_1: 29.905872344970703 (31.966265082359314)  --> STEP: 17 | > loss_disc: 2.7510015964508057 (2.4497556265662697) | > loss_disc_real_0: 0.23055575788021088 (0.16767764310626423) | > loss_disc_real_1: 0.2723492681980133 (0.1711236966006896) | > loss_disc_real_2: 0.25918835401535034 (0.25587987636818604) | > loss_disc_real_3: 0.2475549280643463 (0.24432433791020336) | > loss_disc_real_4: 0.22136595845222473 (0.18723519891500473) | > loss_disc_real_5: 0.34706002473831177 (0.22337345077710993) | > loss_0: 2.7510015964508057 (2.4497556265662697) | > loss_gen: 2.503035545349121 (2.3536852528067196) | > loss_kl: 2.4197096824645996 (3.1557709048776066) | > loss_feat: 5.520726203918457 (6.769871711730957) | > loss_mel: 15.654054641723633 (17.101775393766513) | > loss_duration: 2.464138984680176 (2.384891089271097) | > loss_1: 28.561664581298828 (31.765994464649875)  --> STEP: 18 | > loss_disc: 2.4332737922668457 (2.4488399691051908) | > loss_disc_real_0: 0.23174679279327393 (0.1712370403110981) | > loss_disc_real_1: 0.137364000082016 (0.16924815790520775) | > loss_disc_real_2: 0.13997220993041992 (0.24944056156608793) | > loss_disc_real_3: 0.17207132279872894 (0.24031028151512146) | > loss_disc_real_4: 0.1476081907749176 (0.18503369846277767) | > loss_disc_real_5: 0.1533467322587967 (0.21948307752609253) | > loss_0: 2.4332737922668457 (2.4488399691051908) | > loss_gen: 1.9855355024337769 (2.333232488897112) | > loss_kl: 2.899529218673706 (3.1415352556440563) | > loss_feat: 8.777769088745117 (6.8814215660095215) | > loss_mel: 16.907148361206055 (17.090962780846485) | > loss_duration: 2.2542266845703125 (2.3776319556766086) | > loss_1: 32.8242073059082 (31.824784066942)  --> STEP: 19 | > loss_disc: 2.7912087440490723 (2.4668593783127633) | > loss_disc_real_0: 0.2705117464065552 (0.17646202484243795) | > loss_disc_real_1: 0.20130035281181335 (0.17093511553187118) | > loss_disc_real_2: 0.3066445589065552 (0.25245129826821777) | > loss_disc_real_3: 0.282245397567749 (0.24251739288631238) | > loss_disc_real_4: 0.2924441397190094 (0.19068687958152672) | > loss_disc_real_5: 0.3475382626056671 (0.22622282410922803) | > loss_0: 2.7912087440490723 (2.4668593783127633) | > loss_gen: 2.316983938217163 (2.3323773020192196) | > loss_kl: 2.4587748050689697 (3.105600495087473) | > loss_feat: 5.716085433959961 (6.8200880853753345) | > loss_mel: 15.187640190124512 (16.990787907650592) | > loss_duration: 2.338217258453369 (2.375557497928017) | > loss_1: 28.0177001953125 (31.624411231593083)  --> STEP: 20 | > loss_disc: 2.426093578338623 (2.464821088314056) | > loss_disc_real_0: 0.1521754115819931 (0.17524769417941571) | > loss_disc_real_1: 0.15395376086235046 (0.17008604779839515) | > loss_disc_real_2: 0.2690095901489258 (0.2532792128622532) | > loss_disc_real_3: 0.212107852101326 (0.24099691584706306) | > loss_disc_real_4: 0.16323581337928772 (0.18931432627141478) | > loss_disc_real_5: 0.1738520711660385 (0.22360428646206856) | > loss_0: 2.426093578338623 (2.464821088314056) | > loss_gen: 2.025123119354248 (2.317014592885971) | > loss_kl: 2.3168158531188965 (3.066161262989044) | > loss_feat: 5.413296222686768 (6.749748492240906) | > loss_mel: 15.458056449890137 (16.914151334762572) | > loss_duration: 2.2908926010131836 (2.3713242530822756) | > loss_1: 27.50418472290039 (31.41839990615845)  --> STEP: 21 | > loss_disc: 2.3137638568878174 (2.4576278868175687) | > loss_disc_real_0: 0.1536935716867447 (0.17422130739405042) | > loss_disc_real_1: 0.11493971198797226 (0.16746003180742264) | > loss_disc_real_2: 0.2625085115432739 (0.2537187032756351) | > loss_disc_real_3: 0.27152276039123535 (0.24245052749202364) | > loss_disc_real_4: 0.2091965228319168 (0.1902610975362006) | > loss_disc_real_5: 0.25364306569099426 (0.22503470452058882) | > loss_0: 2.3137638568878174 (2.4576278868175687) | > loss_gen: 2.562211275100708 (2.328690625372387) | > loss_kl: 2.2232134342193604 (3.026020890190488) | > loss_feat: 5.684903621673584 (6.699041593642462) | > loss_mel: 15.600160598754883 (16.851580347333634) | > loss_duration: 2.1816935539245605 (2.362294219789051) | > loss_1: 28.25218391418457 (31.267627716064453)  --> STEP: 22 | > loss_disc: 2.3980729579925537 (2.45492084459825) | > loss_disc_real_0: 0.13266216218471527 (0.17233225533908064) | > loss_disc_real_1: 0.24337638914585114 (0.17091077532280574) | > loss_disc_real_2: 0.2190399020910263 (0.2521423941308802) | > loss_disc_real_3: 0.15838870406150818 (0.2386295355179093) | > loss_disc_real_4: 0.1818273663520813 (0.18987774611874064) | > loss_disc_real_5: 0.17311924695968628 (0.22267491099509326) | > loss_0: 2.3980729579925537 (2.45492084459825) | > loss_gen: 2.3421108722686768 (2.3293006365949456) | > loss_kl: 2.626833438873291 (3.007876006039706) | > loss_feat: 7.691789627075195 (6.744166504253041) | > loss_mel: 17.076126098632812 (16.861786972392686) | > loss_duration: 2.2171804904937744 (2.35569814118472) | > loss_1: 31.95404052734375 (31.298828298395332)  --> STEP: 23 | > loss_disc: 2.543792247772217 (2.458784818649292) | > loss_disc_real_0: 0.2687566876411438 (0.17652462196090948) | > loss_disc_real_1: 0.1409507393836975 (0.16960816506458365) | > loss_disc_real_2: 0.2959585189819336 (0.2540474430374477) | > loss_disc_real_3: 0.22539183497428894 (0.2380539833203606) | > loss_disc_real_4: 0.165069580078125 (0.18879913020393127) | > loss_disc_real_5: 0.2198772430419922 (0.22255327325800192) | > loss_0: 2.543792247772217 (2.458784818649292) | > loss_gen: 2.154216766357422 (2.3216882944107056) | > loss_kl: 2.9359090328216553 (3.0047470072041387) | > loss_feat: 7.829681873321533 (6.791362824647323) | > loss_mel: 15.528863906860352 (16.80383379563041) | > loss_duration: 2.3297905921936035 (2.3545717260111934) | > loss_1: 30.778461456298828 (31.276203653086785)  --> STEP: 24 | > loss_disc: 2.5489978790283203 (2.462543696165085) | > loss_disc_real_0: 0.11847162246704102 (0.1741057469819983) | > loss_disc_real_1: 0.1616535633802414 (0.16927672332773605) | > loss_disc_real_2: 0.287895143032074 (0.25545776387055713) | > loss_disc_real_3: 0.2637215852737427 (0.23912346673508486) | > loss_disc_real_4: 0.19192726910114288 (0.1889294693246484) | > loss_disc_real_5: 0.2795604169368744 (0.22492857091128826) | > loss_0: 2.5489978790283203 (2.462543696165085) | > loss_gen: 2.169278383255005 (2.3153378814458847) | > loss_kl: 2.581930637359619 (2.987129658460617) | > loss_feat: 5.9746503829956055 (6.757333139578502) | > loss_mel: 16.418684005737305 (16.787785887718197) | > loss_duration: 2.410388231277466 (2.3568974137306213) | > loss_1: 29.554933547973633 (31.204484065373737)  --> STEP: 25 | > loss_disc: 2.2774102687835693 (2.4551383590698244) | > loss_disc_real_0: 0.15645132958889008 (0.17339957028627395) | > loss_disc_real_1: 0.16024307906627655 (0.16891537755727767) | > loss_disc_real_2: 0.23677535355091095 (0.2547104674577713) | > loss_disc_real_3: 0.2304898351430893 (0.23877812147140504) | > loss_disc_real_4: 0.22845402359962463 (0.19051045149564746) | > loss_disc_real_5: 0.21512776613235474 (0.2245365387201309) | > loss_0: 2.2774102687835693 (2.4551383590698244) | > loss_gen: 2.508782386779785 (2.3230756616592405) | > loss_kl: 3.0936474800109863 (2.9913903713226317) | > loss_feat: 7.290732383728027 (6.778669109344483) | > loss_mel: 15.790782928466797 (16.74790576934814) | > loss_duration: 2.450718879699707 (2.360650272369385) | > loss_1: 31.134662628173828 (31.20169120788574)  --> STEP: 26 | > loss_disc: 2.669823169708252 (2.4633954671713023) | > loss_disc_real_0: 0.1290929913520813 (0.17169547109649733) | > loss_disc_real_1: 0.19878171384334564 (0.17006408279904953) | > loss_disc_real_2: 0.23571178317070007 (0.2539797488313455) | > loss_disc_real_3: 0.290291965007782 (0.24075942314588106) | > loss_disc_real_4: 0.26086533069610596 (0.1932164083879728) | > loss_disc_real_5: 0.21483559906482697 (0.22416342565646538) | > loss_0: 2.669823169708252 (2.4633954671713023) | > loss_gen: 1.9975104331970215 (2.310553922103001) | > loss_kl: 2.2408690452575684 (2.9625241664739757) | > loss_feat: 3.320808172225952 (6.645674457916846) | > loss_mel: 16.383819580078125 (16.733902454376217) | > loss_duration: 2.345912218093872 (2.3600834241280193) | > loss_1: 26.28891944885254 (31.012738447922928) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023978673494779146 (-0.000267468965970553) | > avg_loss_disc: 2.4633954671713023 (-0.04908157311953021) | > avg_loss_disc_real_0: 0.17169547109649733 (+0.04177732378817525) | > avg_loss_disc_real_1: 0.17006408279904953 (-0.07768624476515329) | > avg_loss_disc_real_2: 0.2539797488313455 (+0.03647481019680318) | > avg_loss_disc_real_3: 0.24075942314588106 (+0.01375628262758255) | > avg_loss_disc_real_4: 0.1932164083879728 (-0.027651508840230765) | > avg_loss_disc_real_5: 0.22416342565646538 (-0.0260221138596535) | > avg_loss_0: 2.4633954671713023 (-0.04908157311953021) | > avg_loss_gen: 2.310553922103001 (+0.027234279192410504) | > avg_loss_kl: 2.9625241664739757 (-0.0785546761292677) | > avg_loss_feat: 6.645674457916846 (-0.09558447507711598) | > avg_loss_mel: 16.733902454376217 (-0.340067936823921) | > avg_loss_duration: 2.3600834241280193 (-0.01674999640538033) | > avg_loss_1: 31.012738447922928 (-0.5037229244525605)  > EPOCH: 913/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:43:21)   --> TIME: 2024-06-12 07:43:26 -- STEP: 9/330 -- GLOBAL_STEP: 389300 | > loss_disc: 2.380857467651367 (2.3039320839775934) | > loss_disc_real_0: 0.14480087161064148 (0.10300117896662818) | > loss_disc_real_1: 0.21632172167301178 (0.18809372517797682) | > loss_disc_real_2: 0.220255509018898 (0.20980828834904564) | > loss_disc_real_3: 0.22410914301872253 (0.22856253054406908) | > loss_disc_real_4: 0.25089552998542786 (0.24748015734884474) | > loss_disc_real_5: 0.26565447449684143 (0.23854758010970223) | > loss_0: 2.380857467651367 (2.3039320839775934) | > grad_norm_0: tensor(7.5521, device='cuda:0') (tensor(8.9637, device='cuda:0')) | > loss_gen: 2.5078155994415283 (2.5981795257992215) | > loss_kl: 1.9050405025482178 (1.8639904393090143) | > loss_feat: 7.030494689941406 (7.263274669647217) | > loss_mel: 18.561019897460938 (17.996978971693252) | > loss_duration: 2.0233185291290283 (2.093684885236952) | > loss_1: 32.02769088745117 (31.81610870361328) | > grad_norm_1: tensor(61.2326, device='cuda:0') (tensor(67.7693, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3731 (0.38119297557406956) | > loader_time: 0.0032 (0.003129508760240343)  --> TIME: 2024-06-12 07:43:35 -- STEP: 34/330 -- GLOBAL_STEP: 389325 | > loss_disc: 2.34023380279541 (2.3516545926823333) | > loss_disc_real_0: 0.09341797977685928 (0.11036121231668136) | > loss_disc_real_1: 0.20660541951656342 (0.1935811402166591) | > loss_disc_real_2: 0.19826798141002655 (0.20811745875021992) | > loss_disc_real_3: 0.1987939029932022 (0.22935152010006063) | > loss_disc_real_4: 0.2234293669462204 (0.23471875707892811) | > loss_disc_real_5: 0.23347029089927673 (0.2282781373052036) | > loss_0: 2.34023380279541 (2.3516545926823333) | > grad_norm_0: tensor(13.8902, device='cuda:0') (tensor(10.3603, device='cuda:0')) | > loss_gen: 2.3681588172912598 (2.522326357224409) | > loss_kl: 2.086073398590088 (1.8950737258967232) | > loss_feat: 7.120228290557861 (7.1262719490948845) | > loss_mel: 17.181472778320312 (17.441475980422076) | > loss_duration: 1.9777348041534424 (1.9989693725810331) | > loss_1: 30.73366928100586 (30.98411750793457) | > grad_norm_1: tensor(77.1895, device='cuda:0') (tensor(92.4071, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3725 (0.37010197779711557) | > loader_time: 0.0035 (0.0034287606968599208)  --> TIME: 2024-06-12 07:43:44 -- STEP: 59/330 -- GLOBAL_STEP: 389350 | > loss_disc: 2.3483633995056152 (2.3589916310067904) | > loss_disc_real_0: 0.11597099155187607 (0.11037265105267703) | > loss_disc_real_1: 0.2267449051141739 (0.19505178423251135) | > loss_disc_real_2: 0.22146670520305634 (0.20927829712124194) | > loss_disc_real_3: 0.2118663638830185 (0.228895151514118) | > loss_disc_real_4: 0.23153316974639893 (0.23450503308894272) | > loss_disc_real_5: 0.23639249801635742 (0.22586395048489005) | > loss_0: 2.3483633995056152 (2.3589916310067904) | > grad_norm_0: tensor(9.7951, device='cuda:0') (tensor(10.0414, device='cuda:0')) | > loss_gen: 2.515512704849243 (2.5073633032330016) | > loss_kl: 1.8158979415893555 (1.9230096239154622) | > loss_feat: 6.693160057067871 (7.035499572753906) | > loss_mel: 16.514570236206055 (17.30794896917828) | > loss_duration: 1.9294102191925049 (1.979315614296218) | > loss_1: 29.468551635742188 (30.753137135909775) | > grad_norm_1: tensor(105.5306, device='cuda:0') (tensor(87.7961, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3755 (0.37013392933344436) | > loader_time: 0.0034 (0.003496153879973848)  --> TIME: 2024-06-12 07:43:54 -- STEP: 84/330 -- GLOBAL_STEP: 389375 | > loss_disc: 2.328894853591919 (2.361549062388284) | > loss_disc_real_0: 0.11636191606521606 (0.11025334752741314) | > loss_disc_real_1: 0.177425816655159 (0.19485626440672651) | > loss_disc_real_2: 0.20406198501586914 (0.21114511362143926) | > loss_disc_real_3: 0.21087723970413208 (0.2303396701103165) | > loss_disc_real_4: 0.2270599603652954 (0.2330196916702248) | > loss_disc_real_5: 0.2410503476858139 (0.22575907959114938) | > loss_0: 2.328894853591919 (2.361549062388284) | > grad_norm_0: tensor(8.4908, device='cuda:0') (tensor(9.6039, device='cuda:0')) | > loss_gen: 2.417661190032959 (2.494628219377426) | > loss_kl: 2.037733554840088 (1.9404269385905493) | > loss_feat: 6.754776954650879 (6.995035018239703) | > loss_mel: 16.551115036010742 (17.271853333427792) | > loss_duration: 2.0452003479003906 (1.9757835978553409) | > loss_1: 29.806488037109375 (30.677727199736097) | > grad_norm_1: tensor(149.0497, device='cuda:0') (tensor(87.5879, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3876 (0.3700079463777088) | > loader_time: 0.004 (0.003584963934762137)  --> TIME: 2024-06-12 07:44:03 -- STEP: 109/330 -- GLOBAL_STEP: 389400 | > loss_disc: 2.251534938812256 (2.3545609789157145) | > loss_disc_real_0: 0.10212638974189758 (0.11097019897141588) | > loss_disc_real_1: 0.17834623157978058 (0.19474322451364012) | > loss_disc_real_2: 0.23813557624816895 (0.2101882964099219) | > loss_disc_real_3: 0.21243587136268616 (0.22897111289544936) | > loss_disc_real_4: 0.21842274069786072 (0.23277100948018764) | > loss_disc_real_5: 0.19400915503501892 (0.22419584262261696) | > loss_0: 2.251534938812256 (2.3545609789157145) | > grad_norm_0: tensor(10.6083, device='cuda:0') (tensor(9.4442, device='cuda:0')) | > loss_gen: 2.60202956199646 (2.4935994673212734) | > loss_kl: 2.0752124786376953 (1.9579138405826113) | > loss_feat: 7.350499153137207 (7.0054675810927645) | > loss_mel: 17.386648178100586 (17.224025376346134) | > loss_duration: 1.9553213119506836 (1.9792122764324924) | > loss_1: 31.369709014892578 (30.6602185975521) | > grad_norm_1: tensor(77.9913, device='cuda:0') (tensor(94.8974, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3837 (0.37033877022769474) | > loader_time: 0.0045 (0.0037175384136514927)  --> TIME: 2024-06-12 07:44:13 -- STEP: 134/330 -- GLOBAL_STEP: 389425 | > loss_disc: 2.355804681777954 (2.3591839146258233) | > loss_disc_real_0: 0.1335335373878479 (0.1126936799777088) | > loss_disc_real_1: 0.19909414649009705 (0.1945357527305831) | > loss_disc_real_2: 0.24368515610694885 (0.21061257929054658) | > loss_disc_real_3: 0.24200251698493958 (0.23019714675732514) | > loss_disc_real_4: 0.2405671328306198 (0.23266344339545095) | > loss_disc_real_5: 0.25050607323646545 (0.22463573893504357) | > loss_0: 2.355804681777954 (2.3591839146258233) | > grad_norm_0: tensor(11.1918, device='cuda:0') (tensor(9.3998, device='cuda:0')) | > loss_gen: 2.4842329025268555 (2.4867059294857197) | > loss_kl: 2.1108930110931396 (1.9680616072754362) | > loss_feat: 7.154906272888184 (6.991453152983936) | > loss_mel: 17.40439224243164 (17.232656948602013) | > loss_duration: 2.0000228881835938 (1.984602703976987) | > loss_1: 31.154449462890625 (30.6634804455202) | > grad_norm_1: tensor(180.3716, device='cuda:0') (tensor(94.7828, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3776 (0.37153317679220177) | > loader_time: 0.004 (0.0038019596640743425)  --> TIME: 2024-06-12 07:44:23 -- STEP: 159/330 -- GLOBAL_STEP: 389450 | > loss_disc: 2.2993643283843994 (2.360240098065552) | > loss_disc_real_0: 0.10017646104097366 (0.11361499814867224) | > loss_disc_real_1: 0.18818236887454987 (0.1939370945189733) | > loss_disc_real_2: 0.20179812610149384 (0.21012842308425303) | > loss_disc_real_3: 0.21832792460918427 (0.23007960795606458) | > loss_disc_real_4: 0.22997792065143585 (0.2330236332783909) | > loss_disc_real_5: 0.2083352506160736 (0.22436836624295456) | > loss_0: 2.2993643283843994 (2.360240098065552) | > grad_norm_0: tensor(13.3404, device='cuda:0') (tensor(9.5554, device='cuda:0')) | > loss_gen: 2.4687631130218506 (2.477756078888036) | > loss_kl: 1.966902494430542 (1.9803683375412564) | > loss_feat: 7.258928298950195 (6.960690918208668) | > loss_mel: 16.852800369262695 (17.189957192858806) | > loss_duration: 2.007005214691162 (1.9889529756030198) | > loss_1: 30.554401397705078 (30.597725622309078) | > grad_norm_1: tensor(108.5301, device='cuda:0') (tensor(99.5887, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3831 (0.37299491474463514) | > loader_time: 0.005 (0.0038907168046483456)  --> TIME: 2024-06-12 07:44:33 -- STEP: 184/330 -- GLOBAL_STEP: 389475 | > loss_disc: 2.3116860389709473 (2.3637912273406987) | > loss_disc_real_0: 0.09635993838310242 (0.11450032047603441) | > loss_disc_real_1: 0.19904376566410065 (0.19491150732273632) | > loss_disc_real_2: 0.18573980033397675 (0.21076100100965603) | > loss_disc_real_3: 0.24694523215293884 (0.2304589311065881) | > loss_disc_real_4: 0.252009779214859 (0.23316190399877404) | > loss_disc_real_5: 0.20900189876556396 (0.22396666669975157) | > loss_0: 2.3116860389709473 (2.3637912273406987) | > grad_norm_0: tensor(8.0338, device='cuda:0') (tensor(9.6412, device='cuda:0')) | > loss_gen: 2.531435012817383 (2.475075925173967) | > loss_kl: 2.002415895462036 (1.9900748250277147) | > loss_feat: 7.485104560852051 (6.948489862939586) | > loss_mel: 16.964385986328125 (17.164821733599126) | > loss_duration: 2.0314407348632812 (1.996620980941731) | > loss_1: 31.014781951904297 (30.575083421624225) | > grad_norm_1: tensor(61.1097, device='cuda:0') (tensor(106.4012, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.3877 (0.37631364749825535) | > loader_time: 0.0046 (0.0039979724780372945)  --> TIME: 2024-06-12 07:44:43 -- STEP: 209/330 -- GLOBAL_STEP: 389500 | > loss_disc: 2.253573417663574 (2.3660615711120894) | > loss_disc_real_0: 0.13714006543159485 (0.11595714544993269) | > loss_disc_real_1: 0.17155210673809052 (0.1952923472845953) | > loss_disc_real_2: 0.20678673684597015 (0.21088320929467963) | > loss_disc_real_3: 0.2335750162601471 (0.23010974587721117) | > loss_disc_real_4: 0.20349277555942535 (0.23191592011725504) | > loss_disc_real_5: 0.20733000338077545 (0.22344781379950673) | > loss_0: 2.253573417663574 (2.3660615711120894) | > grad_norm_0: tensor(28.3298, device='cuda:0') (tensor(10.9846, device='cuda:0')) | > loss_gen: 2.6159985065460205 (2.4749810113861246) | > loss_kl: 2.0572447776794434 (1.9987270221755835) | > loss_feat: 7.799765586853027 (6.959858796242892) | > loss_mel: 16.839736938476562 (17.127007904235263) | > loss_duration: 2.098904609680176 (2.0049458953182095) | > loss_1: 31.411651611328125 (30.565520710922314) | > grad_norm_1: tensor(445.4670, device='cuda:0') (tensor(132.4606, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.4126 (0.3785751310832194) | > loader_time: 0.0049 (0.004109352969666986) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_389500.pth  --> TIME: 2024-06-12 07:44:58 -- STEP: 234/330 -- GLOBAL_STEP: 389525 | > loss_disc: 2.4325780868530273 (2.3736824948563533) | > loss_disc_real_0: 0.09766705334186554 (0.118519556382273) | > loss_disc_real_1: 0.19649547338485718 (0.19594665374766043) | > loss_disc_real_2: 0.2310277223587036 (0.21157299752673533) | > loss_disc_real_3: 0.22390443086624146 (0.2306254644297127) | > loss_disc_real_4: 0.2679928243160248 (0.23231293585820076) | > loss_disc_real_5: 0.21407653391361237 (0.22374206240105832) | > loss_0: 2.4325780868530273 (2.3736824948563533) | > grad_norm_0: tensor(17.3862, device='cuda:0') (tensor(13.5231, device='cuda:0')) | > loss_gen: 2.5539677143096924 (2.478709660024726) | > loss_kl: 1.9942246675491333 (2.0054410089794383) | > loss_feat: 6.119817733764648 (6.95815126101176) | > loss_mel: 15.447768211364746 (17.095347449310843) | > loss_duration: 2.0863189697265625 (2.014478465430758) | > loss_1: 28.202096939086914 (30.55212795224964) | > grad_norm_1: tensor(467.6367, device='cuda:0') (tensor(160.8939, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.4144 (0.38186841744643) | > loader_time: 0.0056 (0.004238228512625405)  --> TIME: 2024-06-12 07:45:08 -- STEP: 259/330 -- GLOBAL_STEP: 389550 | > loss_disc: 2.4120469093322754 (2.3745343316936123) | > loss_disc_real_0: 0.08031947910785675 (0.1194777474612803) | > loss_disc_real_1: 0.23041178286075592 (0.19605314029689916) | > loss_disc_real_2: 0.24463364481925964 (0.2113158678110962) | > loss_disc_real_3: 0.20090848207473755 (0.23041969790882125) | > loss_disc_real_4: 0.211215540766716 (0.23278109832850202) | > loss_disc_real_5: 0.1978406310081482 (0.22319798683567857) | > loss_0: 2.4120469093322754 (2.3745343316936123) | > grad_norm_0: tensor(19.8079, device='cuda:0') (tensor(15.0004, device='cuda:0')) | > loss_gen: 2.6118905544281006 (2.482812751674285) | > loss_kl: 1.9339922666549683 (2.008451827244409) | > loss_feat: 7.494665145874023 (6.975907053266253) | > loss_mel: 17.597332000732422 (17.07710123982671) | > loss_duration: 2.116649627685547 (2.0226676519312923) | > loss_1: 31.75452995300293 (30.566940602188406) | > grad_norm_1: tensor(533.2490, device='cuda:0') (tensor(181.9230, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.416 (0.3853117075666038) | > loader_time: 0.0055 (0.004365034545250377)  --> TIME: 2024-06-12 07:45:20 -- STEP: 284/330 -- GLOBAL_STEP: 389575 | > loss_disc: 2.503236770629883 (2.3741184179212005) | > loss_disc_real_0: 0.17529074847698212 (0.1208903232825474) | > loss_disc_real_1: 0.21014438569545746 (0.19637633036349852) | > loss_disc_real_2: 0.23292426764965057 (0.21165216845315948) | > loss_disc_real_3: 0.24022239446640015 (0.23021737984578375) | > loss_disc_real_4: 0.23381733894348145 (0.23263268986008537) | > loss_disc_real_5: 0.22909055650234222 (0.22254816033470792) | > loss_0: 2.503236770629883 (2.3741184179212005) | > grad_norm_0: tensor(27.7377, device='cuda:0') (tensor(15.5387, device='cuda:0')) | > loss_gen: 2.2437527179718018 (2.480735562217069) | > loss_kl: 1.936914086341858 (2.0114286470581106) | > loss_feat: 5.47626256942749 (6.966300962676464) | > loss_mel: 15.827839851379395 (17.024823041029403) | > loss_duration: 2.145395278930664 (2.032509541007835) | > loss_1: 27.630165100097656 (30.515797843395823) | > grad_norm_1: tensor(282.2402, device='cuda:0') (tensor(193.1615, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.4577 (0.3911626481674088) | > loader_time: 0.0066 (0.0045130454318624115)  --> TIME: 2024-06-12 07:45:32 -- STEP: 309/330 -- GLOBAL_STEP: 389600 | > loss_disc: 2.437269687652588 (2.377640849949857) | > loss_disc_real_0: 0.1288841962814331 (0.12189942528418353) | > loss_disc_real_1: 0.2066153734922409 (0.19660512408585215) | > loss_disc_real_2: 0.21809230744838715 (0.2118667836231708) | > loss_disc_real_3: 0.21410682797431946 (0.2304454142993322) | > loss_disc_real_4: 0.23756946623325348 (0.23308791567399664) | > loss_disc_real_5: 0.21620556712150574 (0.22302244618101022) | > loss_0: 2.437269687652588 (2.377640849949857) | > grad_norm_0: tensor(23.2976, device='cuda:0') (tensor(15.9997, device='cuda:0')) | > loss_gen: 2.501168966293335 (2.4775011639764792) | > loss_kl: 2.1677796840667725 (2.0158995505675525) | > loss_feat: 7.206751346588135 (6.965162169200317) | > loss_mel: 16.746013641357422 (16.981073567782424) | > loss_duration: 2.224583387374878 (2.044686349850257) | > loss_1: 30.846296310424805 (30.484322878149335) | > grad_norm_1: tensor(163.4623, device='cuda:0') (tensor(203.0405, device='cuda:0')) | > current_lr_0: 0.00017842801331750173 | > current_lr_1: 0.00017842801331750173 | > step_time: 0.5046 (0.3988540350040574) | > loader_time: 0.0081 (0.004714909494887662)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4747142791748047 (2.4747142791748047) | > loss_disc_real_0: 0.09886577725410461 (0.09886577725410461) | > loss_disc_real_1: 0.23922939598560333 (0.23922939598560333) | > loss_disc_real_2: 0.286018431186676 (0.286018431186676) | > loss_disc_real_3: 0.25807270407676697 (0.25807270407676697) | > loss_disc_real_4: 0.2458171397447586 (0.2458171397447586) | > loss_disc_real_5: 0.2311343401670456 (0.2311343401670456) | > loss_0: 2.4747142791748047 (2.4747142791748047) | > loss_gen: 2.359292507171631 (2.359292507171631) | > loss_kl: 1.6745558977127075 (1.6745558977127075) | > loss_feat: 6.863120079040527 (6.863120079040527) | > loss_mel: 16.59214210510254 (16.59214210510254) | > loss_duration: 3.0945043563842773 (3.0945043563842773) | > loss_1: 30.583614349365234 (30.583614349365234)  --> STEP: 1 | > loss_disc: 2.077910900115967 (2.077910900115967) | > loss_disc_real_0: 0.1097087413072586 (0.1097087413072586) | > loss_disc_real_1: 0.24562537670135498 (0.24562537670135498) | > loss_disc_real_2: 0.1931351125240326 (0.1931351125240326) | > loss_disc_real_3: 0.19709955155849457 (0.19709955155849457) | > loss_disc_real_4: 0.17390315234661102 (0.17390315234661102) | > loss_disc_real_5: 0.19004027545452118 (0.19004027545452118) | > loss_0: 2.077910900115967 (2.077910900115967) | > loss_gen: 2.5545029640197754 (2.5545029640197754) | > loss_kl: 4.119423866271973 (4.119423866271973) | > loss_feat: 7.725841999053955 (7.725841999053955) | > loss_mel: 18.503894805908203 (18.503894805908203) | > loss_duration: 2.590484619140625 (2.590484619140625) | > loss_1: 35.49414825439453 (35.49414825439453)  --> STEP: 2 | > loss_disc: 2.3821682929992676 (2.230039596557617) | > loss_disc_real_0: 0.12497911602258682 (0.11734392866492271) | > loss_disc_real_1: 0.1974748820066452 (0.2215501293540001) | > loss_disc_real_2: 0.2381480485200882 (0.2156415805220604) | > loss_disc_real_3: 0.23831290006637573 (0.21770622581243515) | > loss_disc_real_4: 0.2113751769065857 (0.19263916462659836) | > loss_disc_real_5: 0.2524077892303467 (0.22122403234243393) | > loss_0: 2.3821682929992676 (2.230039596557617) | > loss_gen: 2.4276585578918457 (2.4910807609558105) | > loss_kl: 2.9398491382598877 (3.52963650226593) | > loss_feat: 6.603126049041748 (7.164484024047852) | > loss_mel: 18.134801864624023 (18.319348335266113) | > loss_duration: 2.508664846420288 (2.5495747327804565) | > loss_1: 32.614097595214844 (34.05412292480469)  --> STEP: 3 | > loss_disc: 2.3749148845672607 (2.2783313592274985) | > loss_disc_real_0: 0.1744411438703537 (0.13637633373339972) | > loss_disc_real_1: 0.15805980563163757 (0.20038668811321259) | > loss_disc_real_2: 0.225974440574646 (0.21908586720625559) | > loss_disc_real_3: 0.25790879130363464 (0.2311070809761683) | > loss_disc_real_4: 0.2931722402572632 (0.22615018983681998) | > loss_disc_real_5: 0.22742170095443726 (0.22328992187976837) | > loss_0: 2.3749148845672607 (2.2783313592274985) | > loss_gen: 2.58363676071167 (2.52193276087443) | > loss_kl: 3.8095345497131348 (3.6229358514149985) | > loss_feat: 5.760361194610596 (6.6964430809021) | > loss_mel: 16.460092544555664 (17.699596405029297) | > loss_duration: 2.3759801387786865 (2.4917098681131997) | > loss_1: 30.989604949951172 (33.03261693318685)  --> STEP: 4 | > loss_disc: 2.381802797317505 (2.30419921875) | > loss_disc_real_0: 0.10587909072637558 (0.12875202298164368) | > loss_disc_real_1: 0.1924886703491211 (0.1984121836721897) | > loss_disc_real_2: 0.27446654438972473 (0.23293103650212288) | > loss_disc_real_3: 0.24579660594463348 (0.2347794622182846) | > loss_disc_real_4: 0.1891968995332718 (0.21691186726093292) | > loss_disc_real_5: 0.24507348239421844 (0.2287358120083809) | > loss_0: 2.381802797317505 (2.30419921875) | > loss_gen: 2.466374158859253 (2.508043110370636) | > loss_kl: 3.7095847129821777 (3.644598066806793) | > loss_feat: 8.873732566833496 (7.240765452384949) | > loss_mel: 17.48465347290039 (17.64586067199707) | > loss_duration: 2.4281094074249268 (2.4758097529411316) | > loss_1: 34.96245193481445 (33.51507568359375)  --> STEP: 5 | > loss_disc: 2.357646942138672 (2.314888763427734) | > loss_disc_real_0: 0.23571978509426117 (0.15014557540416718) | > loss_disc_real_1: 0.27306562662124634 (0.21334287226200105) | > loss_disc_real_2: 0.28787121176719666 (0.24391907155513765) | > loss_disc_real_3: 0.2958632707595825 (0.2469962239265442) | > loss_disc_real_4: 0.2500898838043213 (0.2235474705696106) | > loss_disc_real_5: 0.23957012593746185 (0.23090267479419707) | > loss_0: 2.357646942138672 (2.314888763427734) | > loss_gen: 2.9622085094451904 (2.598876190185547) | > loss_kl: 2.661105155944824 (3.4478994846343993) | > loss_feat: 5.604010105133057 (6.913414382934571) | > loss_mel: 18.831382751464844 (17.882965087890625) | > loss_duration: 2.372600555419922 (2.4551679134368896) | > loss_1: 32.431304931640625 (33.29832153320312)  --> STEP: 6 | > loss_disc: 2.53582763671875 (2.351711908976237) | > loss_disc_real_0: 0.1491246521472931 (0.14997542152802149) | > loss_disc_real_1: 0.2623065114021301 (0.2215034787853559) | > loss_disc_real_2: 0.312603235244751 (0.2553664321700732) | > loss_disc_real_3: 0.2786453068256378 (0.2522710710763931) | > loss_disc_real_4: 0.26037800312042236 (0.22968589266141257) | > loss_disc_real_5: 0.23122534155845642 (0.2309564525882403) | > loss_0: 2.53582763671875 (2.351711908976237) | > loss_gen: 2.499114751815796 (2.5822492837905884) | > loss_kl: 3.165886402130127 (3.4008973042170205) | > loss_feat: 5.767055511474609 (6.722354571024577) | > loss_mel: 18.600492477416992 (18.00255298614502) | > loss_duration: 2.1638450622558594 (2.406614104906718) | > loss_1: 32.19639587402344 (33.11466725667318)  --> STEP: 7 | > loss_disc: 2.0812199115753174 (2.3130701950618198) | > loss_disc_real_0: 0.1119067370891571 (0.14453703803675516) | > loss_disc_real_1: 0.2788379192352295 (0.22969411313533783) | > loss_disc_real_2: 0.2994852364063263 (0.26166911848953794) | > loss_disc_real_3: 0.18765030801296234 (0.24303953349590302) | > loss_disc_real_4: 0.19742994010448456 (0.22507789943899428) | > loss_disc_real_5: 0.19720201194286346 (0.22613438963890076) | > loss_0: 2.0812199115753174 (2.3130701950618198) | > loss_gen: 2.9230079650878906 (2.630929095404489) | > loss_kl: 4.414194107055664 (3.545653990336827) | > loss_feat: 7.211058139801025 (6.792169366564069) | > loss_mel: 18.643505096435547 (18.09411757332938) | > loss_duration: 2.553004264831543 (2.427526984895979) | > loss_1: 35.74477005004883 (33.490396227155415)  --> STEP: 8 | > loss_disc: 2.365593910217285 (2.319635659456253) | > loss_disc_real_0: 0.17798705399036407 (0.14871829003095627) | > loss_disc_real_1: 0.19233345985412598 (0.22502403147518635) | > loss_disc_real_2: 0.2372422069311142 (0.25861575454473495) | > loss_disc_real_3: 0.2785864770412445 (0.2474829014390707) | > loss_disc_real_4: 0.25389885902404785 (0.22868051938712597) | > loss_disc_real_5: 0.29452380537986755 (0.2346830666065216) | > loss_0: 2.365593910217285 (2.319635659456253) | > loss_gen: 2.7291712760925293 (2.6432093679904938) | > loss_kl: 3.7612595558166504 (3.572604686021805) | > loss_feat: 7.893611907958984 (6.929849684238434) | > loss_mel: 18.298938751220703 (18.119720220565796) | > loss_duration: 2.3795149326324463 (2.421525478363037) | > loss_1: 35.062496185302734 (33.68690872192383)  --> STEP: 9 | > loss_disc: 2.448887348175049 (2.333996958202786) | > loss_disc_real_0: 0.11299362033605576 (0.14474888228707844) | > loss_disc_real_1: 0.19783654808998108 (0.22200319998794132) | > loss_disc_real_2: 0.2606092691421509 (0.2588372561666701) | > loss_disc_real_3: 0.2524772882461548 (0.24803783330652449) | > loss_disc_real_4: 0.25086307525634766 (0.2311452478170395) | > loss_disc_real_5: 0.2751903533935547 (0.23918387624952528) | > loss_0: 2.448887348175049 (2.333996958202786) | > loss_gen: 2.5540108680725098 (2.6332984235551624) | > loss_kl: 2.6009600162506104 (3.4646441671583386) | > loss_feat: 9.72494888305664 (7.240416261884901) | > loss_mel: 19.358455657958984 (18.25735749138726) | > loss_duration: 2.234825372695923 (2.400781022177802) | > loss_1: 36.473201751708984 (33.9964968363444)  --> STEP: 10 | > loss_disc: 2.4324886798858643 (2.3438461303710936) | > loss_disc_real_0: 0.1864212453365326 (0.14891611859202386) | > loss_disc_real_1: 0.3235687017440796 (0.23215975016355514) | > loss_disc_real_2: 0.29228395223617554 (0.2621819257736206) | > loss_disc_real_3: 0.2847682237625122 (0.25171087235212325) | > loss_disc_real_4: 0.2692195177078247 (0.234952674806118) | > loss_disc_real_5: 0.27631449699401855 (0.2428969383239746) | > loss_0: 2.4324886798858643 (2.3438461303710936) | > loss_gen: 2.9283030033111572 (2.6627988815307617) | > loss_kl: 3.0752627849578857 (3.4257060289382935) | > loss_feat: 7.200374603271484 (7.236412096023559) | > loss_mel: 18.895986557006836 (18.32122039794922) | > loss_duration: 2.413912057876587 (2.4020941257476807) | > loss_1: 34.51383972167969 (34.04823112487793)  --> STEP: 11 | > loss_disc: 2.3446669578552246 (2.3439207510514692) | > loss_disc_real_0: 0.15940800309181213 (0.14986992627382278) | > loss_disc_real_1: 0.14206188917160034 (0.22396903552792288) | > loss_disc_real_2: 0.19331300258636475 (0.2559211145747792) | > loss_disc_real_3: 0.20366713404655457 (0.24734325977888974) | > loss_disc_real_4: 0.20373749732971191 (0.232114931399172) | > loss_disc_real_5: 0.26755741238594055 (0.24513879960233514) | > loss_0: 2.3446669578552246 (2.3439207510514692) | > loss_gen: 2.3508057594299316 (2.634435870430686) | > loss_kl: 3.8363096714019775 (3.4630336327986284) | > loss_feat: 7.217547416687012 (7.234697125174782) | > loss_mel: 16.51256561279297 (18.156797235662285) | > loss_duration: 2.48846697807312 (2.4099462032318115) | > loss_1: 32.40569305419922 (33.89890948208895)  --> STEP: 12 | > loss_disc: 2.5130388736724854 (2.358013927936554) | > loss_disc_real_0: 0.12206360697746277 (0.1475527329991261) | > loss_disc_real_1: 0.32440727949142456 (0.23233888919154802) | > loss_disc_real_2: 0.2348199188709259 (0.25416268159945804) | > loss_disc_real_3: 0.23988750576972961 (0.24672194694479307) | > loss_disc_real_4: 0.19334030151367188 (0.22888371224204698) | > loss_disc_real_5: 0.21718114614486694 (0.24280899514754614) | > loss_0: 2.5130388736724854 (2.358013927936554) | > loss_gen: 2.291992425918579 (2.6058989167213436) | > loss_kl: 2.7595949172973633 (3.4044137398401895) | > loss_feat: 7.457834243774414 (7.253291885058085) | > loss_mel: 17.30908966064453 (18.086154937744137) | > loss_duration: 2.2917628288269043 (2.400097588698069) | > loss_1: 32.11027526855469 (33.7498566309611)  --> STEP: 13 | > loss_disc: 2.5187437534332275 (2.3703777606670675) | > loss_disc_real_0: 0.2526307702064514 (0.15563565893815115) | > loss_disc_real_1: 0.29320430755615234 (0.23702084445036375) | > loss_disc_real_2: 0.26513540744781494 (0.25500673743394703) | > loss_disc_real_3: 0.28125205636024475 (0.24937810920752013) | > loss_disc_real_4: 0.20972159504890442 (0.22740970322718987) | > loss_disc_real_5: 0.2598240077495575 (0.24411784227077776) | > loss_0: 2.5187437534332275 (2.3703777606670675) | > loss_gen: 2.6444122791290283 (2.6088614830603962) | > loss_kl: 3.169569969177246 (3.3863488344045787) | > loss_feat: 5.231627941131592 (7.097779273986816) | > loss_mel: 15.386874198913574 (17.87851795783409) | > loss_duration: 2.2688846588134766 (2.3900042863992543) | > loss_1: 28.70136833190918 (33.361511377187874)  --> STEP: 14 | > loss_disc: 2.2912607192993164 (2.3647265434265137) | > loss_disc_real_0: 0.09048861265182495 (0.15098229848912784) | > loss_disc_real_1: 0.15828591585159302 (0.23139692097902298) | > loss_disc_real_2: 0.19846750795841217 (0.2509682210428374) | > loss_disc_real_3: 0.25137484073638916 (0.24952073288815363) | > loss_disc_real_4: 0.2782385051250458 (0.23104033193417958) | > loss_disc_real_5: 0.2714023292064667 (0.24606673419475555) | > loss_0: 2.2912607192993164 (2.3647265434265137) | > loss_gen: 2.5827507972717285 (2.606996434075491) | > loss_kl: 3.8225133419036865 (3.417503442083086) | > loss_feat: 7.074035167694092 (7.096083266394479) | > loss_mel: 18.902223587036133 (17.95163978849138) | > loss_duration: 2.3791520595550537 (2.3892291273389543) | > loss_1: 34.76067352294922 (33.46145153045654)  --> STEP: 15 | > loss_disc: 2.4146385192871094 (2.368054008483887) | > loss_disc_real_0: 0.22958585619926453 (0.15622253566980362) | > loss_disc_real_1: 0.2884226441383362 (0.23519863585631054) | > loss_disc_real_2: 0.1882234513759613 (0.246785236398379) | > loss_disc_real_3: 0.21401312947273254 (0.24715355932712554) | > loss_disc_real_4: 0.20394156873226166 (0.2292337477207184) | > loss_disc_real_5: 0.2545508146286011 (0.24663233955701191) | > loss_0: 2.4146385192871094 (2.368054008483887) | > loss_gen: 2.469644546508789 (2.5978396415710443) | > loss_kl: 3.3335602283477783 (3.4119072278340656) | > loss_feat: 8.082074165344238 (7.161815992991129) | > loss_mel: 17.17176055908203 (17.89964783986409) | > loss_duration: 2.4350290298461914 (2.3922824541727703) | > loss_1: 33.492069244384766 (33.46349271138509)  --> STEP: 16 | > loss_disc: 2.75216007232666 (2.39206063747406) | > loss_disc_real_0: 0.2822035551071167 (0.1640963493846357) | > loss_disc_real_1: 0.31243836879730225 (0.2400261191651225) | > loss_disc_real_2: 0.26179805397987366 (0.2477235374972224) | > loss_disc_real_3: 0.2824804186820984 (0.24936148803681135) | > loss_disc_real_4: 0.2613961696624756 (0.2312438990920782) | > loss_disc_real_5: 0.282573401927948 (0.24887865595519543) | > loss_0: 2.75216007232666 (2.39206063747406) | > loss_gen: 2.5277187824249268 (2.593457087874412) | > loss_kl: 3.0723798274993896 (3.3906867653131485) | > loss_feat: 7.642045497894287 (7.191830337047577) | > loss_mel: 13.144941329956055 (17.60247868299484) | > loss_duration: 2.4469993114471436 (2.3957022577524185) | > loss_1: 28.83408546447754 (33.17415475845337)  --> STEP: 17 | > loss_disc: 2.5760419368743896 (2.40288306685055) | > loss_disc_real_0: 0.15220826864242554 (0.16339705051744685) | > loss_disc_real_1: 0.2512713372707367 (0.24068760258309982) | > loss_disc_real_2: 0.3046461343765259 (0.25107192554894614) | > loss_disc_real_3: 0.2685583233833313 (0.2504907136454302) | > loss_disc_real_4: 0.2481984943151474 (0.23224122822284698) | > loss_disc_real_5: 0.27312907576560974 (0.250305151238161) | > loss_0: 2.5760419368743896 (2.40288306685055) | > loss_gen: 2.497145175933838 (2.5877916812896724) | > loss_kl: 2.7429816722869873 (3.352586465723374) | > loss_feat: 5.8687968254089355 (7.114004836362951) | > loss_mel: 16.961557388305664 (17.564777430366064) | > loss_duration: 2.4242634773254395 (2.397382329492008) | > loss_1: 30.49474334716797 (33.016542322495404)  --> STEP: 18 | > loss_disc: 2.5191972255706787 (2.409344964557224) | > loss_disc_real_0: 0.1765151470899582 (0.16412583366036415) | > loss_disc_real_1: 0.17736570537090302 (0.23716971940464443) | > loss_disc_real_2: 0.20878422260284424 (0.24872260871860716) | > loss_disc_real_3: 0.23559542000293732 (0.24966319733195835) | > loss_disc_real_4: 0.2181134968996048 (0.23145635426044464) | > loss_disc_real_5: 0.2051936388015747 (0.24779895610279506) | > loss_0: 2.5191972255706787 (2.409344964557224) | > loss_gen: 2.25136137008667 (2.5691011084450612) | > loss_kl: 2.983883857727051 (3.332102987501356) | > loss_feat: 7.94245719909668 (7.160029967625936) | > loss_mel: 18.01064682006836 (17.58954795201619) | > loss_duration: 2.324436664581299 (2.393329792552524) | > loss_1: 33.512786865234375 (33.04411146375868)  --> STEP: 19 | > loss_disc: 2.507246971130371 (2.4144977017452844) | > loss_disc_real_0: 0.2759677469730377 (0.17001225015050486) | > loss_disc_real_1: 0.18560869991779327 (0.23445598153691544) | > loss_disc_real_2: 0.22898715734481812 (0.24768390075156563) | > loss_disc_real_3: 0.2312869429588318 (0.24869602604916222) | > loss_disc_real_4: 0.23586203157901764 (0.23168823201405375) | > loss_disc_real_5: 0.2283370941877365 (0.24677464758094989) | > loss_0: 2.507246971130371 (2.4144977017452844) | > loss_gen: 2.495119571685791 (2.565207343352468) | > loss_kl: 2.2605605125427246 (3.2757060151351127) | > loss_feat: 8.069580078125 (7.207901026073255) | > loss_mel: 16.452497482299805 (17.529703190452167) | > loss_duration: 2.375697135925293 (2.392401757993196) | > loss_1: 31.653453826904297 (32.97091895655582)  --> STEP: 20 | > loss_disc: 2.6601200103759766 (2.426778817176819) | > loss_disc_real_0: 0.19365055859088898 (0.17119416557252407) | > loss_disc_real_1: 0.1961873471736908 (0.2325425498187542) | > loss_disc_real_2: 0.37536951899528503 (0.2540681816637516) | > loss_disc_real_3: 0.3838071823120117 (0.2554515838623047) | > loss_disc_real_4: 0.26941415667533875 (0.233574528247118) | > loss_disc_real_5: 0.2377312332391739 (0.24632247686386108) | > loss_0: 2.6601200103759766 (2.426778817176819) | > loss_gen: 2.5952746868133545 (2.566710710525512) | > loss_kl: 2.4698150157928467 (3.2354114651679993) | > loss_feat: 5.632584095001221 (7.129135179519653) | > loss_mel: 17.641206741333008 (17.53527836799621) | > loss_duration: 2.310439348220825 (2.3883036375045776) | > loss_1: 30.649320602416992 (32.85483903884888)  --> STEP: 21 | > loss_disc: 2.367231607437134 (2.423943235760644) | > loss_disc_real_0: 0.1496230512857437 (0.17016696965410597) | > loss_disc_real_1: 0.270891010761261 (0.23436866700649261) | > loss_disc_real_2: 0.2400098741054535 (0.2533987384466898) | > loss_disc_real_3: 0.2270180881023407 (0.254097607873735) | > loss_disc_real_4: 0.19446972012519836 (0.23171239452702658) | > loss_disc_real_5: 0.2495996505022049 (0.24647853275140127) | > loss_0: 2.367231607437134 (2.423943235760644) | > loss_gen: 2.611351490020752 (2.568836461930047) | > loss_kl: 2.150021553039551 (3.1837262312571206) | > loss_feat: 5.440155029296875 (7.048707553318569) | > loss_mel: 16.656612396240234 (17.493437131245926) | > loss_duration: 2.1681957244873047 (2.377822308313279) | > loss_1: 29.026334762573242 (32.67252931140718)  --> STEP: 22 | > loss_disc: 2.415968894958496 (2.4235807657241826) | > loss_disc_real_0: 0.26664280891418457 (0.17455223507501863) | > loss_disc_real_1: 0.2476881593465805 (0.2349740984764966) | > loss_disc_real_2: 0.2147017866373062 (0.25163978609171783) | > loss_disc_real_3: 0.21818602085113525 (0.25246526300907135) | > loss_disc_real_4: 0.20701807737350464 (0.23058992556550287) | > loss_disc_real_5: 0.19981761276721954 (0.24435758184302936) | > loss_0: 2.415968894958496 (2.4235807657241826) | > loss_gen: 2.6721503734588623 (2.5735325488177208) | > loss_kl: 2.3211679458618164 (3.1445190364664253) | > loss_feat: 8.79478931427002 (7.128074906089089) | > loss_mel: 20.849750518798828 (17.645996830680147) | > loss_duration: 2.24330472946167 (2.371707872910933) | > loss_1: 36.88116455078125 (32.863830913196914)  --> STEP: 23 | > loss_disc: 2.355656385421753 (2.4206275317979897) | > loss_disc_real_0: 0.09537120163440704 (0.17110958144716595) | > loss_disc_real_1: 0.2498246431350708 (0.23561977433121722) | > loss_disc_real_2: 0.16905224323272705 (0.24804902335871826) | > loss_disc_real_3: 0.21220329403877258 (0.25071474261905835) | > loss_disc_real_4: 0.1934034377336502 (0.22897312174672665) | > loss_disc_real_5: 0.23678052425384521 (0.2440281445565431) | > loss_0: 2.355656385421753 (2.4206275317979897) | > loss_gen: 2.1495139598846436 (2.5550969579945435) | > loss_kl: 2.4904794692993164 (3.116082533546116) | > loss_feat: 6.115738868713379 (7.084060295768406) | > loss_mel: 17.416015625 (17.63599764782449) | > loss_duration: 2.244840621948242 (2.3661919054777725) | > loss_1: 30.416587829589844 (32.75742903999661)  --> STEP: 24 | > loss_disc: 2.6110856533050537 (2.428563286860784) | > loss_disc_real_0: 0.1707327961921692 (0.17109388206154108) | > loss_disc_real_1: 0.3404075801372528 (0.23998593290646872) | > loss_disc_real_2: 0.27896490693092346 (0.2493371851742268) | > loss_disc_real_3: 0.2586982548236847 (0.25104738896091777) | > loss_disc_real_4: 0.2534043788909912 (0.22999109079440436) | > loss_disc_real_5: 0.2526310980319977 (0.2443866009513537) | > loss_0: 2.6110856533050537 (2.428563286860784) | > loss_gen: 2.4228968620300293 (2.5495886206626888) | > loss_kl: 2.7231833934783936 (3.0997117360432944) | > loss_feat: 4.783066749572754 (6.988185564676921) | > loss_mel: 18.669286727905273 (17.679051359494522) | > loss_duration: 2.4186348915100098 (2.3683770298957825) | > loss_1: 31.01706886291504 (32.68491403261821)  --> STEP: 25 | > loss_disc: 2.630610466003418 (2.436645174026489) | > loss_disc_real_0: 0.17713987827301025 (0.17133572190999985) | > loss_disc_real_1: 0.20923225581645966 (0.23875578582286835) | > loss_disc_real_2: 0.3377917408943176 (0.2528753674030304) | > loss_disc_real_3: 0.24470774829387665 (0.2507938033342361) | > loss_disc_real_4: 0.21931497752666473 (0.22956404626369475) | > loss_disc_real_5: 0.2733100950717926 (0.24554354071617127) | > loss_0: 2.630610466003418 (2.436645174026489) | > loss_gen: 2.4456679821014404 (2.5454317951202388) | > loss_kl: 3.2265005111694336 (3.10478328704834) | > loss_feat: 7.355527400970459 (7.002879238128662) | > loss_mel: 16.638168334960938 (17.63741603851318) | > loss_duration: 2.4157605171203613 (2.370272369384766) | > loss_1: 32.08162307739258 (32.66078239440918)  --> STEP: 26 | > loss_disc: 2.455392360687256 (2.437366219667288) | > loss_disc_real_0: 0.19144660234451294 (0.17210921731132728) | > loss_disc_real_1: 0.18800146877765656 (0.2368036967057448) | > loss_disc_real_2: 0.3698101043701172 (0.2573728572863799) | > loss_disc_real_3: 0.17845767736434937 (0.24801164464308662) | > loss_disc_real_4: 0.23061425983905792 (0.2296044390935164) | > loss_disc_real_5: 0.329550564289093 (0.24877458008436057) | > loss_0: 2.455392360687256 (2.437366219667288) | > loss_gen: 2.5636117458343506 (2.5461310239938584) | > loss_kl: 2.490495443344116 (3.0811568315212545) | > loss_feat: 13.400493621826172 (7.248941329809336) | > loss_mel: 20.34636116027832 (17.741606235504147) | > loss_duration: 2.296147346496582 (2.3674214069659896) | > loss_1: 41.09710693359375 (32.98525641514705) --> EVAL PERFORMANCE | > avg_loader_time: 0.002385240334730882 (-1.2627014747032452e-05) | > avg_loss_disc: 2.437366219667288 (-0.026029247504014474) | > avg_loss_disc_real_0: 0.17210921731132728 (+0.000413746214829952) | > avg_loss_disc_real_1: 0.2368036967057448 (+0.06673961390669528) | > avg_loss_disc_real_2: 0.2573728572863799 (+0.003393108455034377) | > avg_loss_disc_real_3: 0.24801164464308662 (+0.007252221497205558) | > avg_loss_disc_real_4: 0.2296044390935164 (+0.03638803070554361) | > avg_loss_disc_real_5: 0.24877458008436057 (+0.024611154427895188) | > avg_loss_0: 2.437366219667288 (-0.026029247504014474) | > avg_loss_gen: 2.5461310239938584 (+0.23557710189085723) | > avg_loss_kl: 3.0811568315212545 (+0.11863266504727887) | > avg_loss_feat: 7.248941329809336 (+0.6032668718924894) | > avg_loss_mel: 17.741606235504147 (+1.0077037811279297) | > avg_loss_duration: 2.3674214069659896 (+0.007337982837970269) | > avg_loss_1: 32.98525641514705 (+1.972517967224121)  > EPOCH: 914/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:46:04)   --> TIME: 2024-06-12 07:46:07 -- STEP: 4/330 -- GLOBAL_STEP: 389625 | > loss_disc: 2.297833204269409 (2.273640275001526) | > loss_disc_real_0: 0.11074306815862656 (0.09157930873334408) | > loss_disc_real_1: 0.19768038392066956 (0.22859090566635132) | > loss_disc_real_2: 0.2255597859621048 (0.1986909657716751) | > loss_disc_real_3: 0.21507275104522705 (0.2277275137603283) | > loss_disc_real_4: 0.2358371466398239 (0.236239954829216) | > loss_disc_real_5: 0.19770339131355286 (0.22026091814041138) | > loss_0: 2.297833204269409 (2.273640275001526) | > grad_norm_0: tensor(7.1859, device='cuda:0') (tensor(8.5342, device='cuda:0')) | > loss_gen: 2.5659027099609375 (2.6253731846809387) | > loss_kl: 1.9209872484207153 (1.9405811429023743) | > loss_feat: 6.908181190490723 (7.061999201774597) | > loss_mel: 17.354835510253906 (17.621140003204346) | > loss_duration: 2.106228828430176 (2.1279823780059814) | > loss_1: 30.856136322021484 (31.377076625823975) | > grad_norm_1: tensor(77.6531, device='cuda:0') (tensor(93.1040, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.358 (0.38581860065460205) | > loader_time: 0.0032 (0.0032361745834350586)  --> TIME: 2024-06-12 07:46:16 -- STEP: 29/330 -- GLOBAL_STEP: 389650 | > loss_disc: 2.4180634021759033 (2.3355619907379155) | > loss_disc_real_0: 0.10441146790981293 (0.10159456909730516) | > loss_disc_real_1: 0.18415939807891846 (0.2048670700911818) | > loss_disc_real_2: 0.1976788491010666 (0.2066937243116313) | > loss_disc_real_3: 0.21499237418174744 (0.22558548429916644) | > loss_disc_real_4: 0.2407359480857849 (0.23353251403775707) | > loss_disc_real_5: 0.25429728627204895 (0.2183241669473977) | > loss_0: 2.4180634021759033 (2.3355619907379155) | > grad_norm_0: tensor(12.9206, device='cuda:0') (tensor(10.7085, device='cuda:0')) | > loss_gen: 2.3753719329833984 (2.5023751916556525) | > loss_kl: 1.8285776376724243 (1.8534873025170688) | > loss_feat: 6.765725135803223 (7.025381778848582) | > loss_mel: 17.332197189331055 (17.394103083117255) | > loss_duration: 1.948473572731018 (2.0037570945147807) | > loss_1: 30.25034523010254 (30.779104758953228) | > grad_norm_1: tensor(112.2086, device='cuda:0') (tensor(135.6455, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.3882 (0.3639669911614779) | > loader_time: 0.0031 (0.003390468400100182)  --> TIME: 2024-06-12 07:46:26 -- STEP: 54/330 -- GLOBAL_STEP: 389675 | > loss_disc: 2.249798059463501 (2.3505945073233714) | > loss_disc_real_0: 0.14066796004772186 (0.10776955979289832) | > loss_disc_real_1: 0.18279939889907837 (0.20008191549115711) | > loss_disc_real_2: 0.17436394095420837 (0.20535669668957038) | > loss_disc_real_3: 0.20733234286308289 (0.22802034848266178) | > loss_disc_real_4: 0.22045937180519104 (0.23246629453367657) | > loss_disc_real_5: 0.20629210770130157 (0.21874834183189604) | > loss_0: 2.249798059463501 (2.3505945073233714) | > grad_norm_0: tensor(15.1676, device='cuda:0') (tensor(12.3992, device='cuda:0')) | > loss_gen: 2.57316517829895 (2.504777440318355) | > loss_kl: 1.857190489768982 (1.9013760156101651) | > loss_feat: 7.980525016784668 (6.9956914495538784) | > loss_mel: 17.734769821166992 (17.261457725807478) | > loss_duration: 1.9391382932662964 (1.9826118195498426) | > loss_1: 32.08478927612305 (30.645914678220397) | > grad_norm_1: tensor(170.9302, device='cuda:0') (tensor(169.1720, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.366 (0.36507957511478) | > loader_time: 0.0036 (0.003550851786578143)  --> TIME: 2024-06-12 07:46:35 -- STEP: 79/330 -- GLOBAL_STEP: 389700 | > loss_disc: 2.4915518760681152 (2.35441819323769) | > loss_disc_real_0: 0.09380128979682922 (0.10703393071889877) | > loss_disc_real_1: 0.19843024015426636 (0.199026328853414) | > loss_disc_real_2: 0.21117083728313446 (0.20602487253991864) | > loss_disc_real_3: 0.21771585941314697 (0.2294439647016646) | > loss_disc_real_4: 0.24752259254455566 (0.23439755771733536) | > loss_disc_real_5: 0.22005441784858704 (0.22184661898431898) | > loss_0: 2.4915518760681152 (2.35441819323769) | > grad_norm_0: tensor(15.0864, device='cuda:0') (tensor(12.5691, device='cuda:0')) | > loss_gen: 2.3614137172698975 (2.49977543384214) | > loss_kl: 1.9714939594268799 (1.935437599314919) | > loss_feat: 6.283809661865234 (7.038751071012473) | > loss_mel: 17.265897750854492 (17.213568675367142) | > loss_duration: 1.9400396347045898 (1.9771531156346764) | > loss_1: 29.822654724121094 (30.66468608228466) | > grad_norm_1: tensor(199.7360, device='cuda:0') (tensor(172.1054, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.4146 (0.36984574643871454) | > loader_time: 0.0042 (0.0037444150900538963)  --> TIME: 2024-06-12 07:46:45 -- STEP: 104/330 -- GLOBAL_STEP: 389725 | > loss_disc: 2.355025291442871 (2.3543476989636045) | > loss_disc_real_0: 0.13200035691261292 (0.10858969942021829) | > loss_disc_real_1: 0.21603021025657654 (0.1979863322698153) | > loss_disc_real_2: 0.20644745230674744 (0.20823856013325545) | > loss_disc_real_3: 0.2276749312877655 (0.23011282158012575) | > loss_disc_real_4: 0.23255209624767303 (0.23305629322735164) | > loss_disc_real_5: 0.22022537887096405 (0.22172303741367963) | > loss_0: 2.355025291442871 (2.3543476989636045) | > grad_norm_0: tensor(13.4129, device='cuda:0') (tensor(12.1657, device='cuda:0')) | > loss_gen: 2.5178308486938477 (2.4967327645191792) | > loss_kl: 2.0261824131011963 (1.9438260369575941) | > loss_feat: 6.592083930969238 (7.011988942439739) | > loss_mel: 16.97147560119629 (17.1882482950504) | > loss_duration: 2.032169818878174 (1.9796397617230046) | > loss_1: 30.139739990234375 (30.62043600815993) | > grad_norm_1: tensor(194.6407, device='cuda:0') (tensor(163.7464, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.3636 (0.37253236999878514) | > loader_time: 0.0039 (0.0038569752986614522)  --> TIME: 2024-06-12 07:46:55 -- STEP: 129/330 -- GLOBAL_STEP: 389750 | > loss_disc: 2.334567070007324 (2.3547146837840702) | > loss_disc_real_0: 0.14697259664535522 (0.10908975931563118) | > loss_disc_real_1: 0.1921350061893463 (0.19717105599336845) | > loss_disc_real_2: 0.2028409093618393 (0.2085702680340109) | > loss_disc_real_3: 0.2269895225763321 (0.23038979325183603) | > loss_disc_real_4: 0.24396668374538422 (0.23317905983259513) | > loss_disc_real_5: 0.25544261932373047 (0.2219453521015108) | > loss_0: 2.334567070007324 (2.3547146837840702) | > grad_norm_0: tensor(10.7204, device='cuda:0') (tensor(12.1921, device='cuda:0')) | > loss_gen: 2.44818115234375 (2.484694098317347) | > loss_kl: 2.1070308685302734 (1.9479648004206576) | > loss_feat: 6.358081817626953 (6.9568803217983985) | > loss_mel: 16.767465591430664 (17.161896291629283) | > loss_duration: 1.9577293395996094 (1.9832382654958916) | > loss_1: 29.63848876953125 (30.534673823866733) | > grad_norm_1: tensor(135.4876, device='cuda:0') (tensor(164.0620, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.3917 (0.37247190364571503) | > loader_time: 0.0047 (0.0039059653762699097)  --> TIME: 2024-06-12 07:47:04 -- STEP: 154/330 -- GLOBAL_STEP: 389775 | > loss_disc: 2.431626796722412 (2.35645420210702) | > loss_disc_real_0: 0.12512889504432678 (0.11027738940599677) | > loss_disc_real_1: 0.21089337766170502 (0.19651152551561202) | > loss_disc_real_2: 0.22556309401988983 (0.2093389570326) | > loss_disc_real_3: 0.25007811188697815 (0.2307086930453003) | > loss_disc_real_4: 0.2431686669588089 (0.2329971450683358) | > loss_disc_real_5: 0.21476346254348755 (0.22163269552704576) | > loss_0: 2.431626796722412 (2.35645420210702) | > grad_norm_0: tensor(5.4000, device='cuda:0') (tensor(11.9633, device='cuda:0')) | > loss_gen: 2.3837599754333496 (2.483789193165767) | > loss_kl: 1.9795867204666138 (1.9613754880892766) | > loss_feat: 6.971243858337402 (6.96932053565979) | > loss_mel: 17.057117462158203 (17.17469466197025) | > loss_duration: 2.0026473999023438 (1.987488491968675) | > loss_1: 30.39435577392578 (30.57666842968433) | > grad_norm_1: tensor(146.8723, device='cuda:0') (tensor(156.9510, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.3798 (0.37309998041623604) | > loader_time: 0.0041 (0.003971875487984001)  --> TIME: 2024-06-12 07:47:14 -- STEP: 179/330 -- GLOBAL_STEP: 389800 | > loss_disc: 2.418417453765869 (2.358187203966704) | > loss_disc_real_0: 0.10118092596530914 (0.11131868091042481) | > loss_disc_real_1: 0.191237211227417 (0.1959243948732674) | > loss_disc_real_2: 0.21313519775867462 (0.20951347985414154) | > loss_disc_real_3: 0.20365463197231293 (0.23004306320038587) | > loss_disc_real_4: 0.2049875259399414 (0.23219273842912808) | > loss_disc_real_5: 0.20255494117736816 (0.22203777272608027) | > loss_0: 2.418417453765869 (2.358187203966704) | > grad_norm_0: tensor(9.9593, device='cuda:0') (tensor(12.2296, device='cuda:0')) | > loss_gen: 2.413245439529419 (2.4821869581105327) | > loss_kl: 2.0347983837127686 (1.9714369187807903) | > loss_feat: 7.277036666870117 (6.97986258075224) | > loss_mel: 16.942794799804688 (17.175239674871843) | > loss_duration: 2.065307140350342 (1.9947550070352396) | > loss_1: 30.733184814453125 (30.603481239446715) | > grad_norm_1: tensor(40.2745, device='cuda:0') (tensor(159.8267, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.3944 (0.37515563805010066) | > loader_time: 0.0042 (0.004033506915555987)  --> TIME: 2024-06-12 07:47:25 -- STEP: 204/330 -- GLOBAL_STEP: 389825 | > loss_disc: 2.423828363418579 (2.361956431585199) | > loss_disc_real_0: 0.11499541997909546 (0.11261279789694384) | > loss_disc_real_1: 0.19254107773303986 (0.19632082615120736) | > loss_disc_real_2: 0.20964157581329346 (0.2104311700837285) | > loss_disc_real_3: 0.20669665932655334 (0.22994220979950009) | > loss_disc_real_4: 0.24172404408454895 (0.2327772619239255) | > loss_disc_real_5: 0.21009501814842224 (0.22236736673934787) | > loss_0: 2.423828363418579 (2.361956431585199) | > grad_norm_0: tensor(16.6730, device='cuda:0') (tensor(13.1241, device='cuda:0')) | > loss_gen: 2.442941904067993 (2.4813504183993627) | > loss_kl: 2.09081768989563 (1.9830909698617225) | > loss_feat: 7.743066310882568 (6.985959969314874) | > loss_mel: 17.141029357910156 (17.1669935759376) | > loss_duration: 2.0160796642303467 (2.0027759338126456) | > loss_1: 31.433935165405273 (30.620170920502904) | > grad_norm_1: tensor(365.3660, device='cuda:0') (tensor(176.0136, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.4113 (0.37900396071228326) | > loader_time: 0.0048 (0.004148329005521888)  --> TIME: 2024-06-12 07:47:35 -- STEP: 229/330 -- GLOBAL_STEP: 389850 | > loss_disc: 2.273543119430542 (2.3638459334727457) | > loss_disc_real_0: 0.05977344512939453 (0.11361088118959202) | > loss_disc_real_1: 0.18415497243404388 (0.1972621544609944) | > loss_disc_real_2: 0.2033824771642685 (0.2110948759785906) | > loss_disc_real_3: 0.239585742354393 (0.23008972341316755) | > loss_disc_real_4: 0.2125953733921051 (0.23225815503097513) | > loss_disc_real_5: 0.17909634113311768 (0.22205077274397472) | > loss_0: 2.273543119430542 (2.3638459334727457) | > grad_norm_0: tensor(29.4087, device='cuda:0') (tensor(15.1189, device='cuda:0')) | > loss_gen: 2.4055347442626953 (2.485411060949601) | > loss_kl: 2.054830312728882 (1.9860938849928078) | > loss_feat: 6.980022430419922 (6.984344615686409) | > loss_mel: 17.05030059814453 (17.123185053662958) | > loss_duration: 2.1170568466186523 (2.012035718130752) | > loss_1: 30.607746124267578 (30.591070375067698) | > grad_norm_1: tensor(488.5215, device='cuda:0') (tensor(197.9643, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.42 (0.38273748352017467) | > loader_time: 0.0052 (0.004257369770233288)  --> TIME: 2024-06-12 07:47:46 -- STEP: 254/330 -- GLOBAL_STEP: 389875 | > loss_disc: 2.32735013961792 (2.3652662770954644) | > loss_disc_real_0: 0.12968361377716064 (0.11540692572401265) | > loss_disc_real_1: 0.18482504785060883 (0.19681053737721102) | > loss_disc_real_2: 0.2133614420890808 (0.21081738801687722) | > loss_disc_real_3: 0.2572433352470398 (0.23015532243674194) | > loss_disc_real_4: 0.25768131017684937 (0.23267292536384473) | > loss_disc_real_5: 0.3131314218044281 (0.22225671865808683) | > loss_0: 2.32735013961792 (2.3652662770954644) | > grad_norm_0: tensor(47.2054, device='cuda:0') (tensor(16.9633, device='cuda:0')) | > loss_gen: 2.6075940132141113 (2.4913736253272836) | > loss_kl: 1.9878807067871094 (1.9933850859093853) | > loss_feat: 7.239989757537842 (6.984854812697162) | > loss_mel: 17.165719985961914 (17.09198822937612) | > loss_duration: 2.078146457672119 (2.019869270756488) | > loss_1: 31.079330444335938 (30.581471045186202) | > grad_norm_1: tensor(417.8979, device='cuda:0') (tensor(217.7269, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.4531 (0.38760662735916496) | > loader_time: 0.0062 (0.004381252086068701)  --> TIME: 2024-06-12 07:47:58 -- STEP: 279/330 -- GLOBAL_STEP: 389900 | > loss_disc: 2.403485059738159 (2.3648479984652617) | > loss_disc_real_0: 0.11958064138889313 (0.11654745960961961) | > loss_disc_real_1: 0.2218860238790512 (0.1969051554959307) | > loss_disc_real_2: 0.22135937213897705 (0.2108128938730472) | > loss_disc_real_3: 0.23912093043327332 (0.23032649128454138) | > loss_disc_real_4: 0.203684464097023 (0.23213871928953356) | > loss_disc_real_5: 0.22465337812900543 (0.22120526700036927) | > loss_0: 2.403485059738159 (2.3648479984652617) | > grad_norm_0: tensor(31.7271, device='cuda:0') (tensor(18.3290, device='cuda:0')) | > loss_gen: 2.4376468658447266 (2.494747844648191) | > loss_kl: 2.0463762283325195 (2.0011301848196212) | > loss_feat: 7.28427267074585 (6.993641176531393) | > loss_mel: 16.57927894592285 (17.047597392912834) | > loss_duration: 2.1131324768066406 (2.0297446195369973) | > loss_1: 30.46070671081543 (30.56686123126724) | > grad_norm_1: tensor(585.8159, device='cuda:0') (tensor(240.6037, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.4464 (0.3930236618151374) | > loader_time: 0.0065 (0.004533895882227088)  --> TIME: 2024-06-12 07:48:10 -- STEP: 304/330 -- GLOBAL_STEP: 389925 | > loss_disc: 2.447936773300171 (2.3693766005729375) | > loss_disc_real_0: 0.14944583177566528 (0.11805874462190427) | > loss_disc_real_1: 0.20760123431682587 (0.19759681217960606) | > loss_disc_real_2: 0.17965739965438843 (0.21081031535408995) | > loss_disc_real_3: 0.22955837845802307 (0.23044966180857865) | > loss_disc_real_4: 0.23834379017353058 (0.23231139681056925) | > loss_disc_real_5: 0.22892369329929352 (0.22137886481849767) | > loss_0: 2.447936773300171 (2.3693766005729375) | > grad_norm_0: tensor(15.6870, device='cuda:0') (tensor(18.8669, device='cuda:0')) | > loss_gen: 2.267216682434082 (2.4878809436371454) | > loss_kl: 2.11098313331604 (2.0071741938591003) | > loss_feat: 7.920348167419434 (6.996421446925718) | > loss_mel: 17.01185417175293 (16.982924953887334) | > loss_duration: 2.203906536102295 (2.0411365608635688) | > loss_1: 31.51430892944336 (30.515538115250436) | > grad_norm_1: tensor(175.3638, device='cuda:0') (tensor(251.6995, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 0.472 (0.39916607659114034) | > loader_time: 0.007 (0.004715301488575183)  --> TIME: 2024-06-12 07:48:38 -- STEP: 329/330 -- GLOBAL_STEP: 389950 | > loss_disc: 2.670742988586426 (2.375590700508977) | > loss_disc_real_0: 0.21989890933036804 (0.11994940955135236) | > loss_disc_real_1: 0.15201407670974731 (0.1981208877904073) | > loss_disc_real_2: 0.2528306841850281 (0.21144369973781257) | > loss_disc_real_3: 0.19416379928588867 (0.23025028049764668) | > loss_disc_real_4: 0.18534372746944427 (0.232476126640401) | > loss_disc_real_5: 0.24358734488487244 (0.22195811633099896) | > loss_0: 2.670742988586426 (2.375590700508977) | > grad_norm_0: tensor(10.9783, device='cuda:0') (tensor(18.6759, device='cuda:0')) | > loss_gen: 2.2067739963531494 (2.4804117723076544) | > loss_kl: 2.237699270248413 (2.0197510241012804) | > loss_feat: 9.524785041809082 (7.069529205832441) | > loss_mel: 17.2738037109375 (16.956663870883926) | > loss_duration: 2.290652275085449 (2.0560019585136935) | > loss_1: 33.533714294433594 (30.58235789359884) | > grad_norm_1: tensor(148.4788, device='cuda:0') (tensor(250.1547, device='cuda:0')) | > current_lr_0: 0.00017840570981583705 | > current_lr_1: 0.00017840570981583705 | > step_time: 13.7049 (0.45269840539045253) | > loader_time: 0.0351 (0.005179606672478301)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.533597707748413 (2.533597707748413) | > loss_disc_real_0: 0.138002410531044 (0.138002410531044) | > loss_disc_real_1: 0.2025737762451172 (0.2025737762451172) | > loss_disc_real_2: 0.3040631115436554 (0.3040631115436554) | > loss_disc_real_3: 0.2663141191005707 (0.2663141191005707) | > loss_disc_real_4: 0.270308256149292 (0.270308256149292) | > loss_disc_real_5: 0.25622013211250305 (0.25622013211250305) | > loss_0: 2.533597707748413 (2.533597707748413) | > loss_gen: 2.305546522140503 (2.305546522140503) | > loss_kl: 2.763881206512451 (2.763881206512451) | > loss_feat: 5.3960041999816895 (5.3960041999816895) | > loss_mel: 13.249161720275879 (13.249161720275879) | > loss_duration: 3.01051664352417 (3.01051664352417) | > loss_1: 26.725109100341797 (26.725109100341797)  --> STEP: 1 | > loss_disc: 2.4038214683532715 (2.4038214683532715) | > loss_disc_real_0: 0.04799269512295723 (0.04799269512295723) | > loss_disc_real_1: 0.203918918967247 (0.203918918967247) | > loss_disc_real_2: 0.22821012139320374 (0.22821012139320374) | > loss_disc_real_3: 0.2377263456583023 (0.2377263456583023) | > loss_disc_real_4: 0.25205761194229126 (0.25205761194229126) | > loss_disc_real_5: 0.25425103306770325 (0.25425103306770325) | > loss_0: 2.4038214683532715 (2.4038214683532715) | > loss_gen: 2.2091445922851562 (2.2091445922851562) | > loss_kl: 3.4924888610839844 (3.4924888610839844) | > loss_feat: 6.538236618041992 (6.538236618041992) | > loss_mel: 17.6509952545166 (17.6509952545166) | > loss_duration: 2.512740135192871 (2.512740135192871) | > loss_1: 32.40360641479492 (32.40360641479492)  --> STEP: 2 | > loss_disc: 2.4261226654052734 (2.4149720668792725) | > loss_disc_real_0: 0.06264983117580414 (0.055321263149380684) | > loss_disc_real_1: 0.1706959307193756 (0.1873074248433113) | > loss_disc_real_2: 0.23881176114082336 (0.23351094126701355) | > loss_disc_real_3: 0.27779513597488403 (0.25776074081659317) | > loss_disc_real_4: 0.2332879602909088 (0.24267278611660004) | > loss_disc_real_5: 0.23404771089553833 (0.2441493719816208) | > loss_0: 2.4261226654052734 (2.4149720668792725) | > loss_gen: 2.26012921333313 (2.234636902809143) | > loss_kl: 3.3980588912963867 (3.4452738761901855) | > loss_feat: 7.138818264007568 (6.83852744102478) | > loss_mel: 20.096960067749023 (18.873977661132812) | > loss_duration: 2.4501771926879883 (2.4814586639404297) | > loss_1: 35.34414291381836 (33.87387466430664)  --> STEP: 3 | > loss_disc: 2.3508710861206055 (2.3936050732930503) | > loss_disc_real_0: 0.12425365298986435 (0.0782987264295419) | > loss_disc_real_1: 0.17644308507442474 (0.18368597825368246) | > loss_disc_real_2: 0.2361450344324112 (0.2343889723221461) | > loss_disc_real_3: 0.24745909869670868 (0.254326860109965) | > loss_disc_real_4: 0.24346259236335754 (0.2429360548655192) | > loss_disc_real_5: 0.2724123001098633 (0.2535703480243683) | > loss_0: 2.3508710861206055 (2.3936050732930503) | > loss_gen: 2.3599090576171875 (2.2763942877451577) | > loss_kl: 3.5955779552459717 (3.4953752358754477) | > loss_feat: 5.591628551483154 (6.422894477844238) | > loss_mel: 15.602396011352539 (17.783450444539387) | > loss_duration: 2.3792033195495605 (2.447373549143473) | > loss_1: 29.528715133666992 (32.42548815409342)  --> STEP: 4 | > loss_disc: 2.1212191581726074 (2.3255085945129395) | > loss_disc_real_0: 0.09699279069900513 (0.08297224249690771) | > loss_disc_real_1: 0.23364607989788055 (0.19617600366473198) | > loss_disc_real_2: 0.23896656930446625 (0.23553337156772614) | > loss_disc_real_3: 0.2011469602584839 (0.24103188514709473) | > loss_disc_real_4: 0.12499178200960159 (0.2134499866515398) | > loss_disc_real_5: 0.14415740966796875 (0.2262171134352684) | > loss_0: 2.1212191581726074 (2.3255085945129395) | > loss_gen: 2.537517547607422 (2.341675102710724) | > loss_kl: 3.8116729259490967 (3.57444965839386) | > loss_feat: 8.731931686401367 (7.0001537799835205) | > loss_mel: 18.618778228759766 (17.992282390594482) | > loss_duration: 2.422795295715332 (2.441228985786438) | > loss_1: 36.12269592285156 (33.34979009628296)  --> STEP: 5 | > loss_disc: 2.4995903968811035 (2.3603249549865724) | > loss_disc_real_0: 0.1459234654903412 (0.09556248709559441) | > loss_disc_real_1: 0.24328599870204926 (0.20559800267219544) | > loss_disc_real_2: 0.27414819598197937 (0.2432563364505768) | > loss_disc_real_3: 0.27370715141296387 (0.24756693840026855) | > loss_disc_real_4: 0.23979803919792175 (0.21871959716081618) | > loss_disc_real_5: 0.3017388582229614 (0.241321462392807) | > loss_0: 2.4995903968811035 (2.3603249549865724) | > loss_gen: 2.468026638031006 (2.36694540977478) | > loss_kl: 3.0518798828125 (3.4699357032775877) | > loss_feat: 5.176497936248779 (6.635422611236573) | > loss_mel: 17.47287940979004 (17.888401794433594) | > loss_duration: 2.314770221710205 (2.4159372329711912) | > loss_1: 30.484054565429688 (32.77664299011231)  --> STEP: 6 | > loss_disc: 2.4423348903656006 (2.3739932775497437) | > loss_disc_real_0: 0.10465048998594284 (0.09707715424398582) | > loss_disc_real_1: 0.23952533304691315 (0.21125255773464838) | > loss_disc_real_2: 0.2520863115787506 (0.2447279989719391) | > loss_disc_real_3: 0.26207634806632996 (0.24998517334461212) | > loss_disc_real_4: 0.2546745836734772 (0.22471209491292635) | > loss_disc_real_5: 0.2677914500236511 (0.2457331269979477) | > loss_0: 2.4423348903656006 (2.3739932775497437) | > loss_gen: 2.309863567352295 (2.3574317693710327) | > loss_kl: 2.956458568572998 (3.3843561808268228) | > loss_feat: 4.072118759155273 (6.2082053025563555) | > loss_mel: 16.744625091552734 (17.69777234395345) | > loss_duration: 2.2156224250793457 (2.382551431655884) | > loss_1: 28.298688888549805 (32.030317306518555)  --> STEP: 7 | > loss_disc: 2.4145140647888184 (2.37978196144104) | > loss_disc_real_0: 0.07837911695241928 (0.09440600605947631) | > loss_disc_real_1: 0.24281412363052368 (0.21576135286263057) | > loss_disc_real_2: 0.28210049867630005 (0.2500669275011335) | > loss_disc_real_3: 0.2274640053510666 (0.24676786363124847) | > loss_disc_real_4: 0.1904643476009369 (0.21981955958264215) | > loss_disc_real_5: 0.18813379108905792 (0.23750465043953486) | > loss_0: 2.4145140647888184 (2.37978196144104) | > loss_gen: 2.2969846725463867 (2.348796469824655) | > loss_kl: 4.526234149932861 (3.5474816049848283) | > loss_feat: 6.019322872161865 (6.181222098214286) | > loss_mel: 16.600814819335938 (17.54106412615095) | > loss_duration: 2.612478494644165 (2.415398154939924) | > loss_1: 32.05583572387695 (32.033962794712615)  --> STEP: 8 | > loss_disc: 2.397157907485962 (2.3819539546966553) | > loss_disc_real_0: 0.08318722248077393 (0.09300365811213851) | > loss_disc_real_1: 0.19789670407772064 (0.21352827176451683) | > loss_disc_real_2: 0.1945052444934845 (0.24312171712517738) | > loss_disc_real_3: 0.2639140188694 (0.24891113303601742) | > loss_disc_real_4: 0.20673729479312897 (0.218184276483953) | > loss_disc_real_5: 0.2570820152759552 (0.2399518210440874) | > loss_0: 2.397157907485962 (2.3819539546966553) | > loss_gen: 2.295098304748535 (2.3420841991901398) | > loss_kl: 3.7231786251068115 (3.5694437325000763) | > loss_feat: 10.711313247680664 (6.747483491897583) | > loss_mel: 18.554758071899414 (17.667775869369507) | > loss_duration: 2.3456740379333496 (2.406682640314102) | > loss_1: 37.63002014160156 (32.73346996307373)  --> STEP: 9 | > loss_disc: 2.4650752544403076 (2.3911896546681723) | > loss_disc_real_0: 0.1357351690530777 (0.09775160377224286) | > loss_disc_real_1: 0.19830730557441711 (0.2118370532989502) | > loss_disc_real_2: 0.2918683588504791 (0.24853801065021092) | > loss_disc_real_3: 0.2605660557746887 (0.2502061244514253) | > loss_disc_real_4: 0.23297478258609772 (0.21982766605085796) | > loss_disc_real_5: 0.25948598980903625 (0.24212228424019283) | > loss_0: 2.4650752544403076 (2.3911896546681723) | > loss_gen: 2.5268330574035645 (2.3626118501027427) | > loss_kl: 2.7436447143554688 (3.477688286039564) | > loss_feat: 10.41821002960205 (7.155341996086968) | > loss_mel: 18.59598731994629 (17.77091047498915) | > loss_duration: 2.2231547832489014 (2.3862906561957464) | > loss_1: 36.50783157348633 (33.1528434753418)  --> STEP: 10 | > loss_disc: 2.5556061267852783 (2.4076313018798827) | > loss_disc_real_0: 0.15672355890274048 (0.10364879928529262) | > loss_disc_real_1: 0.24472276866436005 (0.2151256248354912) | > loss_disc_real_2: 0.2714574933052063 (0.25082995891571047) | > loss_disc_real_3: 0.2642090916633606 (0.2516064211726189) | > loss_disc_real_4: 0.2392287254333496 (0.22176777198910713) | > loss_disc_real_5: 0.2669110894203186 (0.24460116475820542) | > loss_0: 2.5556061267852783 (2.4076313018798827) | > loss_gen: 2.3925065994262695 (2.365601325035095) | > loss_kl: 3.328728199005127 (3.4627922773361206) | > loss_feat: 5.716884136199951 (7.011496210098267) | > loss_mel: 15.095819473266602 (17.503401374816896) | > loss_duration: 2.4035539627075195 (2.3880169868469237) | > loss_1: 28.93749237060547 (32.73130836486816)  --> STEP: 11 | > loss_disc: 2.442932605743408 (2.4108405113220215) | > loss_disc_real_0: 0.11289343982934952 (0.10448922115293416) | > loss_disc_real_1: 0.17612068355083466 (0.21157972108234058) | > loss_disc_real_2: 0.27560147643089294 (0.2530819150534543) | > loss_disc_real_3: 0.22702525556087494 (0.24937176975336942) | > loss_disc_real_4: 0.19390398263931274 (0.2192347002300349) | > loss_disc_real_5: 0.2085537612438202 (0.2413241280750795) | > loss_0: 2.442932605743408 (2.4108405113220215) | > loss_gen: 2.23268985748291 (2.3535184643485327) | > loss_kl: 3.7288026809692383 (3.4869750413027676) | > loss_feat: 7.280994892120361 (7.035996090282094) | > loss_mel: 18.182344436645508 (17.56512347134677) | > loss_duration: 2.5102014541625977 (2.3991246656938032) | > loss_1: 33.93503189086914 (32.8407377763228)  --> STEP: 12 | > loss_disc: 2.615321159362793 (2.427880565325419) | > loss_disc_real_0: 0.09274709224700928 (0.10351071041077375) | > loss_disc_real_1: 0.2695380747318268 (0.21640958388646445) | > loss_disc_real_2: 0.260874480009079 (0.253731295466423) | > loss_disc_real_3: 0.2718158960342407 (0.2512421136101087) | > loss_disc_real_4: 0.21629777550697327 (0.21898995650311312) | > loss_disc_real_5: 0.2457984834909439 (0.24169699102640152) | > loss_0: 2.615321159362793 (2.427880565325419) | > loss_gen: 2.1521217823028564 (2.336735407511393) | > loss_kl: 2.5445454120635986 (3.4084392388661704) | > loss_feat: 5.865635395050049 (6.938466032346089) | > loss_mel: 16.617340087890625 (17.486141522725422) | > loss_duration: 2.316854476928711 (2.3922688166300454) | > loss_1: 29.496498107910156 (32.562051137288414)  --> STEP: 13 | > loss_disc: 2.6287789344787598 (2.4433342860295224) | > loss_disc_real_0: 0.12581565976142883 (0.10522647574543953) | > loss_disc_real_1: 0.23735152184963226 (0.2180205021913235) | > loss_disc_real_2: 0.3026130199432373 (0.2574914281184856) | > loss_disc_real_3: 0.27983054518699646 (0.25344122373140776) | > loss_disc_real_4: 0.20360137522220612 (0.2178062194815049) | > loss_disc_real_5: 0.19423335790634155 (0.23804594232485846) | > loss_0: 2.6287789344787598 (2.4433342860295224) | > loss_gen: 2.1982576847076416 (2.3260832749880276) | > loss_kl: 3.3014519214630127 (3.4002094452197733) | > loss_feat: 8.101865768432617 (7.027958319737361) | > loss_mel: 15.492432594299316 (17.332779297461876) | > loss_duration: 2.224546432495117 (2.379367094773513) | > loss_1: 31.318553924560547 (32.466397505540115)  --> STEP: 14 | > loss_disc: 2.4662909507751465 (2.444974047797067) | > loss_disc_real_0: 0.15298853814601898 (0.1086380516311952) | > loss_disc_real_1: 0.21023030579090118 (0.21746405959129333) | > loss_disc_real_2: 0.24249425530433655 (0.2564202014889035) | > loss_disc_real_3: 0.2688137888908386 (0.25453926409993854) | > loss_disc_real_4: 0.2675265073776245 (0.221357668616942) | > loss_disc_real_5: 0.28636476397514343 (0.24149728672845022) | > loss_0: 2.4662909507751465 (2.444974047797067) | > loss_gen: 2.47816801071167 (2.3369464703968594) | > loss_kl: 3.5665183067321777 (3.4120886496135165) | > loss_feat: 6.561074256896973 (6.994609458105905) | > loss_mel: 18.810606002807617 (17.438338347843715) | > loss_duration: 2.431931495666504 (2.3831216948372975) | > loss_1: 33.848297119140625 (32.56510462079729)  --> STEP: 15 | > loss_disc: 2.4899959564208984 (2.447975508371989) | > loss_disc_real_0: 0.09797670692205429 (0.10792729531725248) | > loss_disc_real_1: 0.23516210913658142 (0.2186439295609792) | > loss_disc_real_2: 0.23708608746528625 (0.25513126055399565) | > loss_disc_real_3: 0.22817771136760712 (0.2527818272511164) | > loss_disc_real_4: 0.16359972953796387 (0.21750713934501012) | > loss_disc_real_5: 0.15047074854373932 (0.2354288508494695) | > loss_0: 2.4899959564208984 (2.447975508371989) | > loss_gen: 2.143498659133911 (2.324049949645996) | > loss_kl: 3.242382764816284 (3.400774923960368) | > loss_feat: 7.526483535766602 (7.030067729949951) | > loss_mel: 18.07037353515625 (17.480474026997886) | > loss_duration: 2.393315553665161 (2.383801285425822) | > loss_1: 33.37605667114258 (32.61916809082031)  --> STEP: 16 | > loss_disc: 2.7458622455596924 (2.4665934294462204) | > loss_disc_real_0: 0.11919111758470535 (0.10863128420896828) | > loss_disc_real_1: 0.228341206908226 (0.21925000939518213) | > loss_disc_real_2: 0.26949453353881836 (0.25602896511554707) | > loss_disc_real_3: 0.27154383063316345 (0.2539544524624944) | > loss_disc_real_4: 0.21148188412189484 (0.21713056089356542) | > loss_disc_real_5: 0.212358757853508 (0.2339869700372219) | > loss_0: 2.7458622455596924 (2.4665934294462204) | > loss_gen: 1.9551634788513184 (2.3009945452213287) | > loss_kl: 3.154090642929077 (3.385357156395912) | > loss_feat: 5.470826625823975 (6.932615160942078) | > loss_mel: 15.437398910522461 (17.35278183221817) | > loss_duration: 2.418177604675293 (2.385949805378914) | > loss_1: 28.435657501220703 (32.35769867897034)  --> STEP: 17 | > loss_disc: 2.5462918281555176 (2.4712815705467674) | > loss_disc_real_0: 0.0822845995426178 (0.10708147922859472) | > loss_disc_real_1: 0.2520551085472107 (0.22117972111000733) | > loss_disc_real_2: 0.35436537861824036 (0.2618134600274702) | > loss_disc_real_3: 0.2660735249519348 (0.25466733907952027) | > loss_disc_real_4: 0.25232258439064026 (0.21920067992280512) | > loss_disc_real_5: 0.26455754041671753 (0.2357852388830746) | > loss_0: 2.5462918281555176 (2.4712815705467674) | > loss_gen: 2.4001080989837646 (2.3068247542661777) | > loss_kl: 3.1852190494537354 (3.3735843265757843) | > loss_feat: 6.571317672729492 (6.911362367517808) | > loss_mel: 17.509048461914062 (17.361973986906165) | > loss_duration: 2.4395439624786377 (2.389102402855368) | > loss_1: 32.1052360534668 (32.34284793629366)  --> STEP: 18 | > loss_disc: 2.631990909576416 (2.4802098671595254) | > loss_disc_real_0: 0.06562201678752899 (0.10477817575964662) | > loss_disc_real_1: 0.1968355029821396 (0.21982726454734802) | > loss_disc_real_2: 0.19331882894039154 (0.2580082027448547) | > loss_disc_real_3: 0.21698340773582458 (0.25257378733820385) | > loss_disc_real_4: 0.2332204282283783 (0.2199795548286703) | > loss_disc_real_5: 0.14142639935016632 (0.23054308113124636) | > loss_0: 2.631990909576416 (2.4802098671595254) | > loss_gen: 1.868370532989502 (2.282466186417474) | > loss_kl: 3.631232976913452 (3.3878981404834323) | > loss_feat: 10.825532913208008 (7.128816286722819) | > loss_mel: 16.66745948791504 (17.323389848073322) | > loss_duration: 2.313950538635254 (2.3849272992875843) | > loss_1: 35.30654525756836 (32.507497787475586)  --> STEP: 19 | > loss_disc: 2.4926528930664062 (2.4808647632598877) | > loss_disc_real_0: 0.12590345740318298 (0.10589003268825381) | > loss_disc_real_1: 0.2566089332103729 (0.22176314184540197) | > loss_disc_real_2: 0.27203619480133057 (0.2587465181162482) | > loss_disc_real_3: 0.29472124576568604 (0.25479207462386083) | > loss_disc_real_4: 0.22047898173332214 (0.22000584045523092) | > loss_disc_real_5: 0.2330547720193863 (0.23067527538851687) | > loss_0: 2.4926528930664062 (2.4808647632598877) | > loss_gen: 2.409914493560791 (2.2891739920565954) | > loss_kl: 2.1863152980804443 (3.324656938251696) | > loss_feat: 5.84499979019165 (7.061246997431705) | > loss_mel: 16.41655158996582 (17.275661518699245) | > loss_duration: 2.382291316986084 (2.3847885633769788) | > loss_1: 29.24007225036621 (32.335528022364564)  --> STEP: 20 | > loss_disc: 2.6248180866241455 (2.4880624294281004) | > loss_disc_real_0: 0.16342933475971222 (0.10876699779182672) | > loss_disc_real_1: 0.24970249831676483 (0.2231601096689701) | > loss_disc_real_2: 0.3238791823387146 (0.26200315132737156) | > loss_disc_real_3: 0.3012148439884186 (0.2571132130920887) | > loss_disc_real_4: 0.22826489806175232 (0.22041879333555697) | > loss_disc_real_5: 0.17827405035495758 (0.2280552141368389) | > loss_0: 2.6248180866241455 (2.4880624294281004) | > loss_gen: 2.335716485977173 (2.2915011167526242) | > loss_kl: 2.4455296993255615 (3.2807005763053896) | > loss_feat: 7.075466632843018 (7.061957979202271) | > loss_mel: 18.320106506347656 (17.327883768081666) | > loss_duration: 2.2946419715881348 (2.3802812337875365) | > loss_1: 32.47146224975586 (32.34232473373413)  --> STEP: 21 | > loss_disc: 2.4821109771728516 (2.4877790269397555) | > loss_disc_real_0: 0.13023078441619873 (0.10978908286917777) | > loss_disc_real_1: 0.20789064466953278 (0.22243299228804453) | > loss_disc_real_2: 0.33965548872947693 (0.2657008816798528) | > loss_disc_real_3: 0.2968515157699585 (0.2590055132196063) | > loss_disc_real_4: 0.23575563728809357 (0.22114911923805872) | > loss_disc_real_5: 0.19452397525310516 (0.22645848847570874) | > loss_0: 2.4821109771728516 (2.4877790269397555) | > loss_gen: 2.45352840423584 (2.2992167018708725) | > loss_kl: 2.6243531703948975 (3.2494459379286993) | > loss_feat: 7.071788787841797 (7.06242611294701) | > loss_mel: 16.473960876464844 (17.28722077324277) | > loss_duration: 2.1703240871429443 (2.3702832744235085) | > loss_1: 30.793954849243164 (32.268592834472656)  --> STEP: 22 | > loss_disc: 2.42264723777771 (2.4848184910687534) | > loss_disc_real_0: 0.05735263228416443 (0.10740560784258625) | > loss_disc_real_1: 0.16829322278499603 (0.2199720936742696) | > loss_disc_real_2: 0.25864318013191223 (0.2653800770640373) | > loss_disc_real_3: 0.24012510478496552 (0.25814731283621356) | > loss_disc_real_4: 0.22101488709449768 (0.22114301777698778) | > loss_disc_real_5: 0.2013843059539795 (0.22531875290653922) | > loss_0: 2.42264723777771 (2.4848184910687534) | > loss_gen: 2.0642881393432617 (2.28853813084689) | > loss_kl: 2.1034469604492188 (3.1973550753159956) | > loss_feat: 6.934641361236572 (7.05661771514199) | > loss_mel: 19.05718421936035 (17.367673657157205) | > loss_duration: 2.2551589012145996 (2.365050348368558) | > loss_1: 32.41471862792969 (32.27523491599343)  --> STEP: 23 | > loss_disc: 2.723737955093384 (2.495206293852433) | > loss_disc_real_0: 0.11682513356208801 (0.10781515243908633) | > loss_disc_real_1: 0.18894334137439728 (0.21862301748731863) | > loss_disc_real_2: 0.3701761066913605 (0.26993642617826874) | > loss_disc_real_3: 0.31830352544784546 (0.2607628003410671) | > loss_disc_real_4: 0.2678709924221039 (0.22317466884851456) | > loss_disc_real_5: 0.2560957372188568 (0.2266568826592487) | > loss_0: 2.723737955093384 (2.495206293852433) | > loss_gen: 2.148789644241333 (2.282462109690127) | > loss_kl: 2.825559139251709 (3.1811900346175483) | > loss_feat: 5.507598876953125 (6.989269070003344) | > loss_mel: 17.24409294128418 (17.36230058255403) | > loss_duration: 2.2840139865875244 (2.3615270282911216) | > loss_1: 30.010055541992188 (32.17674885625424)  --> STEP: 24 | > loss_disc: 2.3479840755462646 (2.489072034756343) | > loss_disc_real_0: 0.14406831562519073 (0.10932570090517402) | > loss_disc_real_1: 0.23510825634002686 (0.2193099024395148) | > loss_disc_real_2: 0.2665320038795471 (0.26979457524915534) | > loss_disc_real_3: 0.20191246271133423 (0.2583107029398282) | > loss_disc_real_4: 0.16299109160900116 (0.22066701979686817) | > loss_disc_real_5: 0.17872996628284454 (0.22465992781023184) | > loss_0: 2.3479840755462646 (2.489072034756343) | > loss_gen: 2.4174070358276367 (2.2880848149458566) | > loss_kl: 2.6615021228790283 (3.1595363716284433) | > loss_feat: 7.651303291320801 (7.016853829224904) | > loss_mel: 17.930255889892578 (17.38596538702647) | > loss_duration: 2.4147183895111084 (2.3637433350086208) | > loss_1: 33.07518768310547 (32.21418380737304)  --> STEP: 25 | > loss_disc: 2.615766763687134 (2.4941398239135744) | > loss_disc_real_0: 0.1426549106836319 (0.11065886929631233) | > loss_disc_real_1: 0.22072644531726837 (0.21936656415462494) | > loss_disc_real_2: 0.25756898522377014 (0.26930555164813996) | > loss_disc_real_3: 0.29080989956855774 (0.2596106708049774) | > loss_disc_real_4: 0.24552446603775024 (0.22166131764650346) | > loss_disc_real_5: 0.2935289740562439 (0.22741468966007233) | > loss_0: 2.615766763687134 (2.4941398239135744) | > loss_gen: 2.285567045211792 (2.2879841041564943) | > loss_kl: 3.0136022567749023 (3.1536990070343016) | > loss_feat: 7.468057155609131 (7.034901962280274) | > loss_mel: 16.4613094329834 (17.348979148864746) | > loss_duration: 2.422762632369995 (2.3661041069030757) | > loss_1: 31.651296615600586 (32.19166831970214)  --> STEP: 26 | > loss_disc: 2.386094093322754 (2.4899842188908505) | > loss_disc_real_0: 0.16944825649261475 (0.11291999957309319) | > loss_disc_real_1: 0.1883668750524521 (0.218174268419926) | > loss_disc_real_2: 0.17558178305625916 (0.265700791317683) | > loss_disc_real_3: 0.1786363273859024 (0.25649627298116684) | > loss_disc_real_4: 0.15258291363716125 (0.21900445595383644) | > loss_disc_real_5: 0.105941042304039 (0.2227426263002249) | > loss_0: 2.386094093322754 (2.4899842188908505) | > loss_gen: 2.074664354324341 (2.279779498393719) | > loss_kl: 2.561664342880249 (3.1309284430283766) | > loss_feat: 12.526430130004883 (7.246114584115835) | > loss_mel: 16.7557430267334 (17.32616237493662) | > loss_duration: 2.316554069519043 (2.364198336234459) | > loss_1: 36.23505783081055 (32.347183300898614) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023908248314490686 (+5.584496718186432e-06) | > avg_loss_disc: 2.4899842188908505 (+0.052617999223562695) | > avg_loss_disc_real_0: 0.11291999957309319 (-0.05918921773823409) | > avg_loss_disc_real_1: 0.218174268419926 (-0.018629428285818816) | > avg_loss_disc_real_2: 0.265700791317683 (+0.008327934031303108) | > avg_loss_disc_real_3: 0.25649627298116684 (+0.008484628338080225) | > avg_loss_disc_real_4: 0.21900445595383644 (-0.01059998313967997) | > avg_loss_disc_real_5: 0.2227426263002249 (-0.02603195378413567) | > avg_loss_0: 2.4899842188908505 (+0.052617999223562695) | > avg_loss_gen: 2.279779498393719 (-0.2663515256001392) | > avg_loss_kl: 3.1309284430283766 (+0.04977161150712206) | > avg_loss_feat: 7.246114584115835 (-0.0028267456935004986) | > avg_loss_mel: 17.32616237493662 (-0.41544386056752813) | > avg_loss_duration: 2.364198336234459 (-0.0032230707315306084) | > avg_loss_1: 32.347183300898614 (-0.638073114248435)  > EPOCH: 915/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:48:43)   --> TIME: 2024-06-12 07:48:53 -- STEP: 24/330 -- GLOBAL_STEP: 389975 | > loss_disc: 2.351996421813965 (2.3361926277478537) | > loss_disc_real_0: 0.11213000863790512 (0.10324157153566678) | > loss_disc_real_1: 0.2335769534111023 (0.19633683996895948) | > loss_disc_real_2: 0.20238402485847473 (0.21391577770312628) | > loss_disc_real_3: 0.24697069823741913 (0.23104746143023172) | > loss_disc_real_4: 0.22308038175106049 (0.23226426169276237) | > loss_disc_real_5: 0.20613878965377808 (0.22469697271784148) | > loss_0: 2.351996421813965 (2.3361926277478537) | > grad_norm_0: tensor(10.6613, device='cuda:0') (tensor(7.3093, device='cuda:0')) | > loss_gen: 2.421407461166382 (2.5010606646537785) | > loss_kl: 2.0995702743530273 (1.9446441382169724) | > loss_feat: 7.240365028381348 (6.940613885720571) | > loss_mel: 16.698532104492188 (17.24261498451233) | > loss_duration: 1.930418848991394 (2.013449644049009) | > loss_1: 30.39029312133789 (30.642383178075153) | > grad_norm_1: tensor(66.8144, device='cuda:0') (tensor(62.8791, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3548 (0.3629063665866852) | > loader_time: 0.0031 (0.003139754136403402)  --> TIME: 2024-06-12 07:49:03 -- STEP: 49/330 -- GLOBAL_STEP: 390000 | > loss_disc: 2.3512649536132812 (2.3338652046359316) | > loss_disc_real_0: 0.1015128642320633 (0.10548304705595483) | > loss_disc_real_1: 0.18069426715373993 (0.19227648815330195) | > loss_disc_real_2: 0.19585980474948883 (0.20955130275414915) | > loss_disc_real_3: 0.23701564967632294 (0.22809156684242948) | > loss_disc_real_4: 0.23616904020309448 (0.22916990457748881) | > loss_disc_real_5: 0.24542377889156342 (0.22027323592682274) | > loss_0: 2.3512649536132812 (2.3338652046359316) | > grad_norm_0: tensor(8.1277, device='cuda:0') (tensor(7.4183, device='cuda:0')) | > loss_gen: 2.5832152366638184 (2.4953101897726264) | > loss_kl: 2.114830493927002 (1.9379186362636334) | > loss_feat: 7.070679187774658 (6.99339314869472) | > loss_mel: 17.080520629882812 (17.131272841473017) | > loss_duration: 1.9243097305297852 (1.9839603754938866) | > loss_1: 30.773555755615234 (30.541855169802297) | > grad_norm_1: tensor(45.8751, device='cuda:0') (tensor(77.8558, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3646 (0.3658345232204515) | > loader_time: 0.0035 (0.003357162280958526) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_390000.pth  --> TIME: 2024-06-12 07:49:17 -- STEP: 74/330 -- GLOBAL_STEP: 390025 | > loss_disc: 2.344102382659912 (2.338194802000716) | > loss_disc_real_0: 0.1033160537481308 (0.10673821989346195) | > loss_disc_real_1: 0.19568601250648499 (0.19124250617381688) | > loss_disc_real_2: 0.2089862823486328 (0.20892778864583453) | > loss_disc_real_3: 0.23240779340267181 (0.22888531012309565) | > loss_disc_real_4: 0.23677732050418854 (0.23328570175815272) | > loss_disc_real_5: 0.2267686426639557 (0.22405879058547923) | > loss_0: 2.344102382659912 (2.338194802000716) | > grad_norm_0: tensor(10.3448, device='cuda:0') (tensor(7.5271, device='cuda:0')) | > loss_gen: 2.470097064971924 (2.4883491992950444) | > loss_kl: 1.9485124349594116 (1.9597564194653485) | > loss_feat: 6.898005485534668 (6.9858357068654655) | > loss_mel: 16.780092239379883 (17.137097758215827) | > loss_duration: 1.9133797883987427 (1.975056472662333) | > loss_1: 30.010086059570312 (30.546095513008737) | > grad_norm_1: tensor(94.2153, device='cuda:0') (tensor(91.3462, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3724 (0.3688564880474194) | > loader_time: 0.0036 (0.003489185023952175)  --> TIME: 2024-06-12 07:49:26 -- STEP: 99/330 -- GLOBAL_STEP: 390050 | > loss_disc: 2.3204345703125 (2.341656836596403) | > loss_disc_real_0: 0.07178188860416412 (0.10848188972232317) | > loss_disc_real_1: 0.20219051837921143 (0.1925872416809352) | > loss_disc_real_2: 0.21819543838500977 (0.2098453433224649) | > loss_disc_real_3: 0.24636594951152802 (0.22899224872540946) | > loss_disc_real_4: 0.2372136116027832 (0.23318099674552378) | > loss_disc_real_5: 0.2139463722705841 (0.22330705535532247) | > loss_0: 2.3204345703125 (2.341656836596403) | > grad_norm_0: tensor(8.2453, device='cuda:0') (tensor(8.1854, device='cuda:0')) | > loss_gen: 2.4717912673950195 (2.4837383694118924) | > loss_kl: 2.112959623336792 (1.9737942146532463) | > loss_feat: 7.150302410125732 (6.972432314747512) | > loss_mel: 17.294063568115234 (17.068408667439158) | > loss_duration: 2.0147464275360107 (1.977376320145347) | > loss_1: 31.04386329650879 (30.475749930950126) | > grad_norm_1: tensor(53.7605, device='cuda:0') (tensor(94.1246, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3861 (0.3698775864610768) | > loader_time: 0.0038 (0.00363567140367296)  --> TIME: 2024-06-12 07:49:36 -- STEP: 124/330 -- GLOBAL_STEP: 390075 | > loss_disc: 2.4543967247009277 (2.3424004720103366) | > loss_disc_real_0: 0.1373075544834137 (0.10973666211770426) | > loss_disc_real_1: 0.21590940654277802 (0.1924123338633968) | > loss_disc_real_2: 0.25630342960357666 (0.20923293369912332) | > loss_disc_real_3: 0.1978825181722641 (0.22885880114570742) | > loss_disc_real_4: 0.2195507436990738 (0.23262737006429704) | > loss_disc_real_5: 0.2289254367351532 (0.2232118283789004) | > loss_0: 2.4543967247009277 (2.3424004720103366) | > grad_norm_0: tensor(9.6437, device='cuda:0') (tensor(8.6866, device='cuda:0')) | > loss_gen: 2.4405694007873535 (2.4851807913472577) | > loss_kl: 1.8791013956069946 (1.9771728496397696) | > loss_feat: 7.59287691116333 (6.97612581329961) | > loss_mel: 17.272703170776367 (17.08769928255388) | > loss_duration: 2.0106430053710938 (1.9823375892254613) | > loss_1: 31.195894241333008 (30.508516388554728) | > grad_norm_1: tensor(217.0517, device='cuda:0') (tensor(105.5413, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3724 (0.3717651040323319) | > loader_time: 0.004 (0.0037879001709722705)  --> TIME: 2024-06-12 07:49:46 -- STEP: 149/330 -- GLOBAL_STEP: 390100 | > loss_disc: 2.3672661781311035 (2.3468723425129125) | > loss_disc_real_0: 0.08754411339759827 (0.1100911585076543) | > loss_disc_real_1: 0.151899054646492 (0.1923937661535788) | > loss_disc_real_2: 0.1984536051750183 (0.20924137542711807) | > loss_disc_real_3: 0.21135984361171722 (0.22878757229187344) | > loss_disc_real_4: 0.23621656000614166 (0.23259920081836266) | > loss_disc_real_5: 0.21390022337436676 (0.2230100486702567) | > loss_0: 2.3672661781311035 (2.3468723425129125) | > grad_norm_0: tensor(10.8654, device='cuda:0') (tensor(9.7406, device='cuda:0')) | > loss_gen: 2.518909454345703 (2.4830909463383213) | > loss_kl: 2.048638343811035 (1.9873398078368014) | > loss_feat: 6.483039379119873 (6.987473174229565) | > loss_mel: 17.031984329223633 (17.10174993860641) | > loss_duration: 2.016376495361328 (1.9871683848784274) | > loss_1: 30.098947525024414 (30.546822323895142) | > grad_norm_1: tensor(158.5692, device='cuda:0') (tensor(121.5200, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3866 (0.37510337765584867) | > loader_time: 0.0041 (0.003878884667518155)  --> TIME: 2024-06-12 07:49:56 -- STEP: 174/330 -- GLOBAL_STEP: 390125 | > loss_disc: 2.4582479000091553 (2.35581940892099) | > loss_disc_real_0: 0.15411926805973053 (0.11280351731626465) | > loss_disc_real_1: 0.1648302674293518 (0.19315811974563818) | > loss_disc_real_2: 0.2348676323890686 (0.20984978031838072) | > loss_disc_real_3: 0.20756082236766815 (0.2294840346807721) | > loss_disc_real_4: 0.22582808136940002 (0.23307993596997753) | > loss_disc_real_5: 0.19235430657863617 (0.22302550479940986) | > loss_0: 2.4582479000091553 (2.35581940892099) | > grad_norm_0: tensor(17.8277, device='cuda:0') (tensor(11.2168, device='cuda:0')) | > loss_gen: 2.381653070449829 (2.481476330209053) | > loss_kl: 1.8148216009140015 (1.9907051365951012) | > loss_feat: 7.036715507507324 (6.974574138378275) | > loss_mel: 17.355003356933594 (17.09657623576021) | > loss_duration: 2.089801549911499 (1.9935162766226406) | > loss_1: 30.677993774414062 (30.536848166893268) | > grad_norm_1: tensor(80.2621, device='cuda:0') (tensor(145.4276, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3776 (0.37692522591558014) | > loader_time: 0.0045 (0.003970209209398291)  --> TIME: 2024-06-12 07:50:06 -- STEP: 199/330 -- GLOBAL_STEP: 390150 | > loss_disc: 2.494183301925659 (2.360323052909507) | > loss_disc_real_0: 0.2293803095817566 (0.11434153714521444) | > loss_disc_real_1: 0.21577566862106323 (0.19430792406575764) | > loss_disc_real_2: 0.21473242342472076 (0.21017658942608375) | > loss_disc_real_3: 0.2523106038570404 (0.22989738331967263) | > loss_disc_real_4: 0.2322055697441101 (0.2331195791163037) | > loss_disc_real_5: 0.22777587175369263 (0.2229284954879751) | > loss_0: 2.494183301925659 (2.360323052909507) | > grad_norm_0: tensor(30.5855, device='cuda:0') (tensor(12.7985, device='cuda:0')) | > loss_gen: 2.376955986022949 (2.482796722920098) | > loss_kl: 2.008812665939331 (1.9941315872585355) | > loss_feat: 6.950808048248291 (6.982530855054232) | > loss_mel: 17.530887603759766 (17.082173932137795) | > loss_duration: 2.110177516937256 (2.001779286106627) | > loss_1: 30.977643966674805 (30.543412452966123) | > grad_norm_1: tensor(188.8440, device='cuda:0') (tensor(164.5241, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3835 (0.37925962227672805) | > loader_time: 0.0047 (0.004074580705345573)  --> TIME: 2024-06-12 07:50:16 -- STEP: 224/330 -- GLOBAL_STEP: 390175 | > loss_disc: 2.415402412414551 (2.3628195683871014) | > loss_disc_real_0: 0.15400120615959167 (0.11567753104359975) | > loss_disc_real_1: 0.18206298351287842 (0.19493976847401687) | > loss_disc_real_2: 0.18036232888698578 (0.2097518807277083) | > loss_disc_real_3: 0.22149240970611572 (0.2301976545713842) | > loss_disc_real_4: 0.21369832754135132 (0.23288786198411668) | > loss_disc_real_5: 0.20075422525405884 (0.22210978151166014) | > loss_0: 2.415402412414551 (2.3628195683871014) | > grad_norm_0: tensor(23.3614, device='cuda:0') (tensor(14.4120, device='cuda:0')) | > loss_gen: 2.484652042388916 (2.483156420290471) | > loss_kl: 1.911687970161438 (1.9993903812553202) | > loss_feat: 7.0908732414245605 (6.9763552865811755) | > loss_mel: 17.162128448486328 (17.057248775448116) | > loss_duration: 2.1328020095825195 (2.0095861367881303) | > loss_1: 30.782142639160156 (30.525737047195435) | > grad_norm_1: tensor(98.8576, device='cuda:0') (tensor(186.7825, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.3949 (0.3814927062817984) | > loader_time: 0.0049 (0.0041780886905533905)  --> TIME: 2024-06-12 07:50:27 -- STEP: 249/330 -- GLOBAL_STEP: 390200 | > loss_disc: 2.472456455230713 (2.3650880453577017) | > loss_disc_real_0: 0.10114923119544983 (0.11712164509607605) | > loss_disc_real_1: 0.20688112080097198 (0.19531444223769698) | > loss_disc_real_2: 0.23026849329471588 (0.21028289719518406) | > loss_disc_real_3: 0.2287786453962326 (0.23002694613004784) | > loss_disc_real_4: 0.21668341755867004 (0.23309951978754326) | > loss_disc_real_5: 0.2122257649898529 (0.22207974962680693) | > loss_0: 2.472456455230713 (2.3650880453577017) | > grad_norm_0: tensor(27.8385, device='cuda:0') (tensor(15.9184, device='cuda:0')) | > loss_gen: 2.3074681758880615 (2.481054870957831) | > loss_kl: 2.008479356765747 (2.0038415198345265) | > loss_feat: 6.562697410583496 (6.965645311347931) | > loss_mel: 16.415496826171875 (17.021677580224463) | > loss_duration: 2.0796279907226562 (2.018021152201426) | > loss_1: 29.373769760131836 (30.490240526007838) | > grad_norm_1: tensor(405.8790, device='cuda:0') (tensor(207.3122, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.4132 (0.3847341307674547) | > loader_time: 0.0052 (0.00431256409151008)  --> TIME: 2024-06-12 07:50:38 -- STEP: 274/330 -- GLOBAL_STEP: 390225 | > loss_disc: 2.3945798873901367 (2.366319739035447) | > loss_disc_real_0: 0.11328261345624924 (0.1178841023386395) | > loss_disc_real_1: 0.1922875940799713 (0.1955261175541112) | > loss_disc_real_2: 0.21361508965492249 (0.210424446983494) | > loss_disc_real_3: 0.25055620074272156 (0.2304665325005559) | > loss_disc_real_4: 0.23994864523410797 (0.23314803594002756) | > loss_disc_real_5: 0.21818266808986664 (0.2217223203203974) | > loss_0: 2.3945798873901367 (2.366319739035447) | > grad_norm_0: tensor(16.5008, device='cuda:0') (tensor(16.5562, device='cuda:0')) | > loss_gen: 2.286508798599243 (2.4810511169642435) | > loss_kl: 2.0193517208099365 (2.0104617928936532) | > loss_feat: 6.194134712219238 (6.977953524485121) | > loss_mel: 15.830368995666504 (16.997629645967134) | > loss_duration: 2.116159200668335 (2.027125077090994) | > loss_1: 28.446523666381836 (30.49422122788255) | > grad_norm_1: tensor(498.8930, device='cuda:0') (tensor(224.2993, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.4378 (0.38929290144983014) | > loader_time: 0.0059 (0.004456869007027059)  --> TIME: 2024-06-12 07:50:50 -- STEP: 299/330 -- GLOBAL_STEP: 390250 | > loss_disc: 2.389340877532959 (2.3694782408583532) | > loss_disc_real_0: 0.11966056376695633 (0.1192251573687413) | > loss_disc_real_1: 0.16404832899570465 (0.19571409187588004) | > loss_disc_real_2: 0.19382640719413757 (0.21071829420068983) | > loss_disc_real_3: 0.2286633551120758 (0.23028581013846955) | > loss_disc_real_4: 0.2590266466140747 (0.2330169499319134) | > loss_disc_real_5: 0.24009984731674194 (0.22123817341981525) | > loss_0: 2.389340877532959 (2.3694782408583532) | > grad_norm_0: tensor(41.7485, device='cuda:0') (tensor(18.0181, device='cuda:0')) | > loss_gen: 2.4375085830688477 (2.480170292997839) | > loss_kl: 2.156799554824829 (2.015194152111194) | > loss_feat: 7.068784713745117 (6.98504048446349) | > loss_mel: 16.853639602661133 (16.960981375397644) | > loss_duration: 2.1938138008117676 (2.0381448998499074) | > loss_1: 30.71054458618164 (30.479531284957428) | > grad_norm_1: tensor(447.4266, device='cuda:0') (tensor(242.3490, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.4701 (0.3947810616381592) | > loader_time: 0.0071 (0.004622564666645979)  --> TIME: 2024-06-12 07:51:03 -- STEP: 324/330 -- GLOBAL_STEP: 390275 | > loss_disc: 2.480762243270874 (2.371683498223623) | > loss_disc_real_0: 0.12033253163099289 (0.12063388236694866) | > loss_disc_real_1: 0.20063713192939758 (0.19630781763497693) | > loss_disc_real_2: 0.18739749491214752 (0.21103491919276146) | > loss_disc_real_3: 0.2338694930076599 (0.23037640695218686) | > loss_disc_real_4: 0.24217930436134338 (0.23284599672497056) | > loss_disc_real_5: 0.20531268417835236 (0.2207944263462667) | > loss_0: 2.480762243270874 (2.371683498223623) | > grad_norm_0: tensor(25.3458, device='cuda:0') (tensor(19.2852, device='cuda:0')) | > loss_gen: 2.2404961585998535 (2.48041812873181) | > loss_kl: 2.071045160293579 (2.022649152411354) | > loss_feat: 8.438729286193848 (7.0381195456893355) | > loss_mel: 16.56169319152832 (16.92411922231132) | > loss_duration: 2.2577810287475586 (2.0533102055390673) | > loss_1: 31.569744110107422 (30.51861634666537) | > grad_norm_1: tensor(468.1124, device='cuda:0') (tensor(260.1943, device='cuda:0')) | > current_lr_0: 0.00017838340910211005 | > current_lr_1: 0.00017838340910211005 | > step_time: 0.5938 (0.40528881108319326) | > loader_time: 0.0086 (0.004892054899239242)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.518305540084839 (2.518305540084839) | > loss_disc_real_0: 0.1276976466178894 (0.1276976466178894) | > loss_disc_real_1: 0.2752441465854645 (0.2752441465854645) | > loss_disc_real_2: 0.19213302433490753 (0.19213302433490753) | > loss_disc_real_3: 0.22132134437561035 (0.22132134437561035) | > loss_disc_real_4: 0.2527570128440857 (0.2527570128440857) | > loss_disc_real_5: 0.2047392576932907 (0.2047392576932907) | > loss_0: 2.518305540084839 (2.518305540084839) | > loss_gen: 2.2514872550964355 (2.2514872550964355) | > loss_kl: 2.941166639328003 (2.941166639328003) | > loss_feat: 7.108095645904541 (7.108095645904541) | > loss_mel: 17.02522850036621 (17.02522850036621) | > loss_duration: 3.1311140060424805 (3.1311140060424805) | > loss_1: 32.45709228515625 (32.45709228515625)  --> STEP: 1 | > loss_disc: 2.3088912963867188 (2.3088912963867188) | > loss_disc_real_0: 0.11597538739442825 (0.11597538739442825) | > loss_disc_real_1: 0.19527409970760345 (0.19527409970760345) | > loss_disc_real_2: 0.1463116556406021 (0.1463116556406021) | > loss_disc_real_3: 0.1781182885169983 (0.1781182885169983) | > loss_disc_real_4: 0.20249706506729126 (0.20249706506729126) | > loss_disc_real_5: 0.18813961744308472 (0.18813961744308472) | > loss_0: 2.3088912963867188 (2.3088912963867188) | > loss_gen: 2.117586612701416 (2.117586612701416) | > loss_kl: 3.1465036869049072 (3.1465036869049072) | > loss_feat: 7.0469231605529785 (7.0469231605529785) | > loss_mel: 16.84132957458496 (16.84132957458496) | > loss_duration: 2.440624713897705 (2.440624713897705) | > loss_1: 31.592966079711914 (31.592966079711914)  --> STEP: 2 | > loss_disc: 2.3330774307250977 (2.320984363555908) | > loss_disc_real_0: 0.07364244759082794 (0.0948089174926281) | > loss_disc_real_1: 0.1687125861644745 (0.18199334293603897) | > loss_disc_real_2: 0.12752191722393036 (0.13691678643226624) | > loss_disc_real_3: 0.28957119584083557 (0.23384474217891693) | > loss_disc_real_4: 0.27198857069015503 (0.23724281787872314) | > loss_disc_real_5: 0.26952794194221497 (0.22883377969264984) | > loss_0: 2.3330774307250977 (2.320984363555908) | > loss_gen: 2.355656385421753 (2.2366214990615845) | > loss_kl: 3.585944414138794 (3.3662240505218506) | > loss_feat: 5.780742168426514 (6.413832664489746) | > loss_mel: 17.613582611083984 (17.227456092834473) | > loss_duration: 2.4819693565368652 (2.461297035217285) | > loss_1: 31.817895889282227 (31.70543098449707)  --> STEP: 3 | > loss_disc: 2.310182809829712 (2.3173838456471763) | > loss_disc_real_0: 0.09401924163103104 (0.09454569220542908) | > loss_disc_real_1: 0.16382546722888947 (0.17593738436698914) | > loss_disc_real_2: 0.12036439776420593 (0.1313993235429128) | > loss_disc_real_3: 0.2467929869890213 (0.23816082378228506) | > loss_disc_real_4: 0.24514353275299072 (0.239876389503479) | > loss_disc_real_5: 0.2707340121269226 (0.24280052383740744) | > loss_0: 2.310182809829712 (2.3173838456471763) | > loss_gen: 2.2220616340637207 (2.2317682107289634) | > loss_kl: 3.026820421218872 (3.253089507420858) | > loss_feat: 5.897444248199463 (6.241703192392985) | > loss_mel: 17.38433265686035 (17.279748280843098) | > loss_duration: 2.3112478256225586 (2.411280632019043) | > loss_1: 30.841907501220703 (31.41758982340495)  --> STEP: 4 | > loss_disc: 2.6135730743408203 (2.391431152820587) | > loss_disc_real_0: 0.1454591006040573 (0.10727404430508614) | > loss_disc_real_1: 0.2737962007522583 (0.20040208846330643) | > loss_disc_real_2: 0.15097695589065552 (0.13629373162984848) | > loss_disc_real_3: 0.2181580811738968 (0.233160138130188) | > loss_disc_real_4: 0.21317560970783234 (0.23320119455456734) | > loss_disc_real_5: 0.26980412006378174 (0.249551422894001) | > loss_0: 2.6135730743408203 (2.391431152820587) | > loss_gen: 2.027271032333374 (2.180643916130066) | > loss_kl: 3.4081971645355225 (3.291866421699524) | > loss_feat: 5.692736625671387 (6.1044615507125854) | > loss_mel: 18.62026023864746 (17.61487627029419) | > loss_duration: 2.4163246154785156 (2.412541627883911) | > loss_1: 32.164791107177734 (31.604390144348145)  --> STEP: 5 | > loss_disc: 2.3551220893859863 (2.384169340133667) | > loss_disc_real_0: 0.10935325920581818 (0.10768988728523254) | > loss_disc_real_1: 0.29408881068229675 (0.2191394329071045) | > loss_disc_real_2: 0.17340421676635742 (0.14371582865715027) | > loss_disc_real_3: 0.20474770665168762 (0.22747765183448793) | > loss_disc_real_4: 0.21145689487457275 (0.2288523346185684) | > loss_disc_real_5: 0.1655919998884201 (0.23275953829288482) | > loss_0: 2.3551220893859863 (2.384169340133667) | > loss_gen: 2.219280242919922 (2.188371181488037) | > loss_kl: 3.307069778442383 (3.2949070930480957) | > loss_feat: 7.047495365142822 (6.293068313598633) | > loss_mel: 18.33319854736328 (17.75854072570801) | > loss_duration: 2.432812213897705 (2.4165957450866697) | > loss_1: 33.3398551940918 (31.951483154296874)  --> STEP: 6 | > loss_disc: 2.523422956466675 (2.4073782761891684) | > loss_disc_real_0: 0.13718922436237335 (0.11260644346475601) | > loss_disc_real_1: 0.26519379019737244 (0.22681515912214914) | > loss_disc_real_2: 0.25088220834732056 (0.1615768919388453) | > loss_disc_real_3: 0.22566790878772736 (0.22717602799336115) | > loss_disc_real_4: 0.22825272381305695 (0.2287523994843165) | > loss_disc_real_5: 0.265756219625473 (0.23825898518164954) | > loss_0: 2.523422956466675 (2.4073782761891684) | > loss_gen: 2.2879443168640137 (2.2049667040506997) | > loss_kl: 2.710826873779297 (3.1975603898366294) | > loss_feat: 4.792451858520508 (6.042965571085612) | > loss_mel: 15.257765769958496 (17.341744899749756) | > loss_duration: 2.204925537109375 (2.381317377090454) | > loss_1: 27.25391387939453 (31.168554941813152)  --> STEP: 7 | > loss_disc: 2.7417752742767334 (2.4551492759159634) | > loss_disc_real_0: 0.1933792233467102 (0.1241454120193209) | > loss_disc_real_1: 0.2473638504743576 (0.22975068645817892) | > loss_disc_real_2: 0.25018128752708435 (0.17423466273716517) | > loss_disc_real_3: 0.2939727306365967 (0.23671841408525193) | > loss_disc_real_4: 0.2763484716415405 (0.23555183836391994) | > loss_disc_real_5: 0.2896592617034912 (0.2456018818276269) | > loss_0: 2.7417752742767334 (2.4551492759159634) | > loss_gen: 2.110750436782837 (2.191507237298148) | > loss_kl: 4.432747840881348 (3.374015739985875) | > loss_feat: 3.75697660446167 (5.716395718710763) | > loss_mel: 15.52155590057373 (17.081717899867467) | > loss_duration: 2.580996513366699 (2.4098429679870605) | > loss_1: 28.403026580810547 (30.773479461669922)  --> STEP: 8 | > loss_disc: 2.5436978340148926 (2.4662178456783295) | > loss_disc_real_0: 0.1276211440563202 (0.12457987852394581) | > loss_disc_real_1: 0.18101467192173004 (0.22365868464112282) | > loss_disc_real_2: 0.169596329331398 (0.17365487106144428) | > loss_disc_real_3: 0.22896486520767212 (0.23574922047555447) | > loss_disc_real_4: 0.25046756863594055 (0.23741630464792252) | > loss_disc_real_5: 0.2330266833305359 (0.24402998201549053) | > loss_0: 2.5436978340148926 (2.4662178456783295) | > loss_gen: 1.933660864830017 (2.1592764407396317) | > loss_kl: 3.504163980484009 (3.3902842700481415) | > loss_feat: 4.5073394775390625 (5.5652636885643005) | > loss_mel: 11.178526878356934 (16.34381902217865) | > loss_duration: 2.2729220390319824 (2.392727851867676) | > loss_1: 23.3966121673584 (29.85137104988098)  --> STEP: 9 | > loss_disc: 2.4834768772125244 (2.4681355158487954) | > loss_disc_real_0: 0.1305890530347824 (0.12524756458070543) | > loss_disc_real_1: 0.20925092697143555 (0.22205782267782423) | > loss_disc_real_2: 0.16952936351299286 (0.17319648133383858) | > loss_disc_real_3: 0.22311262786388397 (0.2343451546298133) | > loss_disc_real_4: 0.2839515507221222 (0.2425868875450558) | > loss_disc_real_5: 0.25965869426727295 (0.2457665055990219) | > loss_0: 2.4834768772125244 (2.4681355158487954) | > loss_gen: 2.204348087310791 (2.1642844014697604) | > loss_kl: 2.2216427326202393 (3.26043521033393) | > loss_feat: 7.709300994873047 (5.803490055931939) | > loss_mel: 18.52021598815918 (16.585640907287598) | > loss_duration: 2.1979284286499023 (2.371083471510145) | > loss_1: 32.85343551635742 (30.184933768378365)  --> STEP: 10 | > loss_disc: 2.6910738945007324 (2.4904293537139894) | > loss_disc_real_0: 0.19728532433509827 (0.13245134055614471) | > loss_disc_real_1: 0.2928861677646637 (0.22914065718650817) | > loss_disc_real_2: 0.25046712160110474 (0.18092354536056518) | > loss_disc_real_3: 0.2536539137363434 (0.2362760305404663) | > loss_disc_real_4: 0.2900901138782501 (0.24733721017837523) | > loss_disc_real_5: 0.3569315969944 (0.25688301473855973) | > loss_0: 2.6910738945007324 (2.4904293537139894) | > loss_gen: 2.3283371925354004 (2.1806896805763243) | > loss_kl: 2.736971378326416 (3.208088827133179) | > loss_feat: 4.6451497077941895 (5.687656021118164) | > loss_mel: 17.459413528442383 (16.673018169403075) | > loss_duration: 2.417529344558716 (2.3757280588150023) | > loss_1: 29.587400436401367 (30.125180435180663)  --> STEP: 11 | > loss_disc: 2.47326922416687 (2.4888693419369785) | > loss_disc_real_0: 0.12007410079240799 (0.13132613694125955) | > loss_disc_real_1: 0.2868328094482422 (0.23438539830121127) | > loss_disc_real_2: 0.1714605689048767 (0.18006327477368442) | > loss_disc_real_3: 0.2127792239189148 (0.23413995721123435) | > loss_disc_real_4: 0.20993417501449585 (0.2439369342543862) | > loss_disc_real_5: 0.2509329319000244 (0.2563420981168747) | > loss_0: 2.47326922416687 (2.4888693419369785) | > loss_gen: 2.1635005474090576 (2.1791270321065728) | > loss_kl: 3.727743625640869 (3.2553301724520596) | > loss_feat: 6.412528038024902 (5.753553477200595) | > loss_mel: 15.470272064208984 (16.56367761438543) | > loss_duration: 2.534093141555786 (2.39012488451871) | > loss_1: 30.308137893676758 (30.141812931407582)  --> STEP: 12 | > loss_disc: 2.3621816635131836 (2.4783120354016623) | > loss_disc_real_0: 0.07556165754795074 (0.12667909699181715) | > loss_disc_real_1: 0.11336949467658997 (0.22430073966582617) | > loss_disc_real_2: 0.1495938003063202 (0.17752415190140405) | > loss_disc_real_3: 0.23905932903289795 (0.23454990486303964) | > loss_disc_real_4: 0.18236154317855835 (0.2388056516647339) | > loss_disc_real_5: 0.19519668817520142 (0.2512466472884019) | > loss_0: 2.3621816635131836 (2.4783120354016623) | > loss_gen: 1.9028016328811646 (2.1560999155044556) | > loss_kl: 3.1633169651031494 (3.2476624051729837) | > loss_feat: 6.673405170440674 (5.830207784970601) | > loss_mel: 17.866193771362305 (16.672220627466835) | > loss_duration: 2.3470511436462402 (2.386535406112671) | > loss_1: 31.952768325805664 (30.292725880940754)  --> STEP: 13 | > loss_disc: 2.6672444343566895 (2.492845296859741) | > loss_disc_real_0: 0.14771318435668945 (0.12829710371219194) | > loss_disc_real_1: 0.2539055049419403 (0.22657802930245033) | > loss_disc_real_2: 0.20335380733013153 (0.17951104847284463) | > loss_disc_real_3: 0.24124285578727722 (0.23506474724182716) | > loss_disc_real_4: 0.28341394662857056 (0.2422370589696444) | > loss_disc_real_5: 0.27699142694473267 (0.2532270149542735) | > loss_0: 2.6672444343566895 (2.492845296859741) | > loss_gen: 1.992553949356079 (2.143519456569965) | > loss_kl: 3.6444003582000732 (3.278180709251991) | > loss_feat: 4.410012245178223 (5.720961974217341) | > loss_mel: 14.976868629455566 (16.541808935312122) | > loss_duration: 2.2845048904418945 (2.3786869049072266) | > loss_1: 27.308338165283203 (30.063157595120945)  --> STEP: 14 | > loss_disc: 2.3277533054351807 (2.4810530117579868) | > loss_disc_real_0: 0.1022351086139679 (0.12643553263374738) | > loss_disc_real_1: 0.2313564270734787 (0.22691934342895234) | > loss_disc_real_2: 0.22196251153945923 (0.18254329583474568) | > loss_disc_real_3: 0.2319680005311966 (0.2348435510482107) | > loss_disc_real_4: 0.26504281163215637 (0.24386604130268097) | > loss_disc_real_5: 0.21565845608711243 (0.25054354646376203) | > loss_0: 2.3277533054351807 (2.4810530117579868) | > loss_gen: 2.5030057430267334 (2.169197048459734) | > loss_kl: 3.4959564208984375 (3.2937361172267368) | > loss_feat: 6.453438758850098 (5.773281744548252) | > loss_mel: 16.82125473022461 (16.561769349234442) | > loss_duration: 2.3894131183624268 (2.3794530630111694) | > loss_1: 31.663068771362305 (30.17743696485247)  --> STEP: 15 | > loss_disc: 2.5778331756591797 (2.4875050226847333) | > loss_disc_real_0: 0.16745273768901825 (0.12917001297076544) | > loss_disc_real_1: 0.2725468575954437 (0.22996117770671845) | > loss_disc_real_2: 0.23674513399600983 (0.18615675171216328) | > loss_disc_real_3: 0.21614137291908264 (0.2335967391729355) | > loss_disc_real_4: 0.23180925846099854 (0.24306225577990215) | > loss_disc_real_5: 0.25107109546661377 (0.2505787163972855) | > loss_0: 2.5778331756591797 (2.4875050226847333) | > loss_gen: 2.331535577774048 (2.1800196170806885) | > loss_kl: 3.5855627059936523 (3.313191223144531) | > loss_feat: 7.9366278648376465 (5.917504819234212) | > loss_mel: 15.576443672180176 (16.496080970764158) | > loss_duration: 2.3433837890625 (2.377048444747925) | > loss_1: 31.77355194091797 (30.283844629923504)  --> STEP: 16 | > loss_disc: 2.690830707550049 (2.5002128779888153) | > loss_disc_real_0: 0.11389338970184326 (0.1282152240164578) | > loss_disc_real_1: 0.18354308605194092 (0.22706004697829485) | > loss_disc_real_2: 0.17819947004318237 (0.18565942160785198) | > loss_disc_real_3: 0.14631231129169464 (0.22814146243035793) | > loss_disc_real_4: 0.21535037457942963 (0.2413302632048726) | > loss_disc_real_5: 0.3063505291938782 (0.25406445469707256) | > loss_0: 2.690830707550049 (2.5002128779888153) | > loss_gen: 1.7761733531951904 (2.154779225587845) | > loss_kl: 3.1171789169311523 (3.300940454006195) | > loss_feat: 5.570287227630615 (5.895803719758987) | > loss_mel: 16.562135696411133 (16.500209391117096) | > loss_duration: 2.4477174282073975 (2.381465256214142) | > loss_1: 29.473491668701172 (30.233197569847107)  --> STEP: 17 | > loss_disc: 2.5378711223602295 (2.5024280688341927) | > loss_disc_real_0: 0.19455242156982422 (0.1321174121078323) | > loss_disc_real_1: 0.2214171141386032 (0.22672810975243063) | > loss_disc_real_2: 0.24810287356376648 (0.18933256584055283) | > loss_disc_real_3: 0.26869866251945496 (0.23052718008265777) | > loss_disc_real_4: 0.2583267092704773 (0.2423300541499082) | > loss_disc_real_5: 0.3541186451911926 (0.25994999531437374) | > loss_0: 2.5378711223602295 (2.5024280688341927) | > loss_gen: 2.5795209407806396 (2.1797640323638916) | > loss_kl: 2.6971733570098877 (3.265424742418177) | > loss_feat: 5.901076793670654 (5.896113900577321) | > loss_mel: 16.13631820678711 (16.47880402733298) | > loss_duration: 2.4892826080322266 (2.3878074533799114) | > loss_1: 29.803373336791992 (30.2079137914321)  --> STEP: 18 | > loss_disc: 2.5377800464630127 (2.504392067591349) | > loss_disc_real_0: 0.2013615071773529 (0.1359643062783612) | > loss_disc_real_1: 0.1787247508764267 (0.22406125648154152) | > loss_disc_real_2: 0.2352263629436493 (0.1918822212351693) | > loss_disc_real_3: 0.2378990203142166 (0.2309367267621888) | > loss_disc_real_4: 0.2468874305486679 (0.24258324172761705) | > loss_disc_real_5: 0.24651801586151123 (0.25920377423365915) | > loss_0: 2.5377800464630127 (2.504392067591349) | > loss_gen: 2.2031824588775635 (2.1810650560590954) | > loss_kl: 2.825514554977417 (3.240985287560357) | > loss_feat: 8.034056663513184 (6.014888498518202) | > loss_mel: 16.68954086303711 (16.490511629316543) | > loss_duration: 2.233881711959839 (2.3792560233010187) | > loss_1: 31.986175537109375 (30.306706110636394)  --> STEP: 19 | > loss_disc: 2.4129347801208496 (2.4995785261455334) | > loss_disc_real_0: 0.16127029061317444 (0.1372962001907198) | > loss_disc_real_1: 0.23532597720623016 (0.22465413651968302) | > loss_disc_real_2: 0.28823983669281006 (0.1969536746803083) | > loss_disc_real_3: 0.22097042202949524 (0.2304121844078365) | > loss_disc_real_4: 0.21485581994056702 (0.24112390373882495) | > loss_disc_real_5: 0.21568860113620758 (0.2569135019653722) | > loss_0: 2.4129347801208496 (2.4995785261455334) | > loss_gen: 2.592527389526367 (2.202720968346847) | > loss_kl: 2.474151372909546 (3.2006256078418933) | > loss_feat: 9.915972709655762 (6.220208720157021) | > loss_mel: 17.571529388427734 (16.54740730084871) | > loss_duration: 2.363454580307007 (2.378424368406597) | > loss_1: 34.91763687133789 (30.549386676989105)  --> STEP: 20 | > loss_disc: 2.4562509059906006 (2.497412145137787) | > loss_disc_real_0: 0.17068703472614288 (0.13896574191749095) | > loss_disc_real_1: 0.2348407804965973 (0.22516346871852874) | > loss_disc_real_2: 0.15798348188400269 (0.19500516504049303) | > loss_disc_real_3: 0.22556044161319733 (0.23016959726810454) | > loss_disc_real_4: 0.21964609622955322 (0.24005001336336135) | > loss_disc_real_5: 0.2555643320083618 (0.2568460434675217) | > loss_0: 2.4562509059906006 (2.497412145137787) | > loss_gen: 2.314744472503662 (2.208322143554688) | > loss_kl: 2.164055824279785 (3.1487971186637878) | > loss_feat: 6.922994136810303 (6.255347990989685) | > loss_mel: 18.8666934967041 (16.66337161064148) | > loss_duration: 2.333723545074463 (2.3761893272399903) | > loss_1: 32.602210998535156 (30.652027893066407)  --> STEP: 21 | > loss_disc: 2.375195026397705 (2.49159228234064) | > loss_disc_real_0: 0.06105923652648926 (0.13525590832744325) | > loss_disc_real_1: 0.17569366097450256 (0.22280776358786084) | > loss_disc_real_2: 0.2224188894033432 (0.19631058048634303) | > loss_disc_real_3: 0.20260918140411377 (0.22885719651267641) | > loss_disc_real_4: 0.21639680862426758 (0.23892367028054737) | > loss_disc_real_5: 0.1800878643989563 (0.2531908920833043) | > loss_0: 2.375195026397705 (2.49159228234064) | > loss_gen: 2.048299789428711 (2.200702031453451) | > loss_kl: 1.999858021736145 (3.0940857330958047) | > loss_feat: 5.223232269287109 (6.206199623289562) | > loss_mel: 15.099852561950684 (16.588918322608585) | > loss_duration: 2.1639511585235596 (2.366082747777303) | > loss_1: 26.535194396972656 (30.45598820277623)  --> STEP: 22 | > loss_disc: 2.372922897338867 (2.486198219386014) | > loss_disc_real_0: 0.06903377920389175 (0.13224581154909998) | > loss_disc_real_1: 0.2319246083498001 (0.22322216562249445) | > loss_disc_real_2: 0.28179609775543213 (0.20019628581675616) | > loss_disc_real_3: 0.24638181924819946 (0.22965377027338202) | > loss_disc_real_4: 0.23991888761520386 (0.23896890743212265) | > loss_disc_real_5: 0.20134234428405762 (0.25083413991061126) | > loss_0: 2.372922897338867 (2.486198219386014) | > loss_gen: 2.3948307037353516 (2.209526062011719) | > loss_kl: 2.4325199127197266 (3.064014559442347) | > loss_feat: 7.3005571365356445 (6.25594314661893) | > loss_mel: 18.317855834960938 (16.667506391351875) | > loss_duration: 2.213222026824951 (2.3591345331885596) | > loss_1: 32.65898513793945 (30.556124427101828)  --> STEP: 23 | > loss_disc: 2.8090591430664062 (2.500235650850379) | > loss_disc_real_0: 0.1683969497680664 (0.1338176001673159) | > loss_disc_real_1: 0.24243666231632233 (0.22405757852222608) | > loss_disc_real_2: 0.2337912619113922 (0.20165693695130554) | > loss_disc_real_3: 0.2691909074783325 (0.23137277623881464) | > loss_disc_real_4: 0.28780022263526917 (0.24109200809312903) | > loss_disc_real_5: 0.25004780292510986 (0.2507999513460243) | > loss_0: 2.8090591430664062 (2.500235650850379) | > loss_gen: 2.0912632942199707 (2.2043842025425127) | > loss_kl: 3.5168588161468506 (3.0837034401686294) | > loss_feat: 7.565502643585205 (6.312880516052246) | > loss_mel: 16.03782844543457 (16.640129089355472) | > loss_duration: 2.357137680053711 (2.3590477134870445) | > loss_1: 31.56859016418457 (30.600144676540207)  --> STEP: 24 | > loss_disc: 2.6632840633392334 (2.507029334704081) | > loss_disc_real_0: 0.12471123784780502 (0.13343816840400294) | > loss_disc_real_1: 0.2844778299331665 (0.22657508899768194) | > loss_disc_real_2: 0.2426747828722 (0.20336601386467615) | > loss_disc_real_3: 0.19861142337322235 (0.23000771986941496) | > loss_disc_real_4: 0.26975217461586 (0.24228618169824281) | > loss_disc_real_5: 0.28587353229522705 (0.2522613505522411) | > loss_0: 2.6632840633392334 (2.507029334704081) | > loss_gen: 2.2351455688476562 (2.2056659261385603) | > loss_kl: 2.600857973098755 (3.063584879040718) | > loss_feat: 6.222864627838135 (6.3091298540433245) | > loss_mel: 16.825105667114258 (16.64783644676209) | > loss_duration: 2.4589223861694336 (2.3632091581821437) | > loss_1: 30.3428955078125 (30.589425961176556)  --> STEP: 25 | > loss_disc: 2.6640028953552246 (2.513308277130127) | > loss_disc_real_0: 0.10152225941419601 (0.13216153204441067) | > loss_disc_real_1: 0.2981010377407074 (0.22943612694740295) | > loss_disc_real_2: 0.24168874323368073 (0.20489892303943635) | > loss_disc_real_3: 0.23043712973594666 (0.23002489626407624) | > loss_disc_real_4: 0.28588202595710754 (0.2440300154685974) | > loss_disc_real_5: 0.27898892760276794 (0.25333045363426215) | > loss_0: 2.6640028953552246 (2.513308277130127) | > loss_gen: 2.0949668884277344 (2.201237964630127) | > loss_kl: 2.4989633560180664 (3.041000018119812) | > loss_feat: 5.174211502075195 (6.263733119964599) | > loss_mel: 15.310455322265625 (16.594341201782232) | > loss_duration: 2.380084991455078 (2.363884191513061) | > loss_1: 27.458683013916016 (30.464196243286132)  --> STEP: 26 | > loss_disc: 2.9404308795928955 (2.5297360695325413) | > loss_disc_real_0: 0.21955525875091553 (0.13552282922543007) | > loss_disc_real_1: 0.2875159978866577 (0.23166996813737428) | > loss_disc_real_2: 0.23045088350772858 (0.20588169074975526) | > loss_disc_real_3: 0.19906850159168243 (0.2288342656997534) | > loss_disc_real_4: 0.32587623596191406 (0.24717794702603266) | > loss_disc_real_5: 0.1851350963115692 (0.25070755527569705) | > loss_0: 2.9404308795928955 (2.5297360695325413) | > loss_gen: 2.0725650787353516 (2.196289007480328) | > loss_kl: 2.3285953998565674 (3.0135998404943027) | > loss_feat: 12.385619163513184 (6.499190275485699) | > loss_mel: 18.834592819213867 (16.6805047255296) | > loss_duration: 2.2701778411865234 (2.3602801011158863) | > loss_1: 37.89154815673828 (30.749863624572754) --> EVAL PERFORMANCE | > avg_loader_time: 0.002574948164132925 (+0.0001841233326838566) | > avg_loss_disc: 2.5297360695325413 (+0.039751850641690734) | > avg_loss_disc_real_0: 0.13552282922543007 (+0.022602829652336884) | > avg_loss_disc_real_1: 0.23166996813737428 (+0.013495699717448295) | > avg_loss_disc_real_2: 0.20588169074975526 (-0.05981910056792772) | > avg_loss_disc_real_3: 0.2288342656997534 (-0.027662007281413437) | > avg_loss_disc_real_4: 0.24717794702603266 (+0.028173491072196216) | > avg_loss_disc_real_5: 0.25070755527569705 (+0.027964928975472148) | > avg_loss_0: 2.5297360695325413 (+0.039751850641690734) | > avg_loss_gen: 2.196289007480328 (-0.08349049091339111) | > avg_loss_kl: 3.0135998404943027 (-0.11732860253407384) | > avg_loss_feat: 6.499190275485699 (-0.7469243086301365) | > avg_loss_mel: 16.6805047255296 (-0.645657649407017) | > avg_loss_duration: 2.3602801011158863 (-0.003918235118572699) | > avg_loss_1: 30.749863624572754 (-1.59731967632586)  > EPOCH: 916/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:51:27)   --> TIME: 2024-06-12 07:51:35 -- STEP: 19/330 -- GLOBAL_STEP: 390300 | > loss_disc: 2.2451601028442383 (2.3162748688145687) | > loss_disc_real_0: 0.08514619618654251 (0.11017203527061563) | > loss_disc_real_1: 0.15999937057495117 (0.19229676378400704) | > loss_disc_real_2: 0.18005584180355072 (0.20480923589907193) | > loss_disc_real_3: 0.216349259018898 (0.2269297751941179) | > loss_disc_real_4: 0.20722976326942444 (0.23531566717122732) | > loss_disc_real_5: 0.2271982878446579 (0.22863665850538956) | > loss_0: 2.2451601028442383 (2.3162748688145687) | > grad_norm_0: tensor(10.1852, device='cuda:0') (tensor(9.0243, device='cuda:0')) | > loss_gen: 2.367349863052368 (2.512743724019904) | > loss_kl: 1.8671241998672485 (1.8834177820306075) | > loss_feat: 7.801582336425781 (6.962026219618948) | > loss_mel: 17.16008949279785 (17.451113349513005) | > loss_duration: 1.9716832637786865 (2.045268177986145) | > loss_1: 31.167829513549805 (30.854569384926243) | > grad_norm_1: tensor(127.3030, device='cuda:0') (tensor(90.9262, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3649 (0.37830814562345805) | > loader_time: 0.0038 (0.003368804329320004)  --> TIME: 2024-06-12 07:51:45 -- STEP: 44/330 -- GLOBAL_STEP: 390325 | > loss_disc: 2.36565899848938 (2.329827140678059) | > loss_disc_real_0: 0.13150829076766968 (0.10969068465585058) | > loss_disc_real_1: 0.17411907017230988 (0.19100377336144447) | > loss_disc_real_2: 0.23595403134822845 (0.20692139593037692) | > loss_disc_real_3: 0.21802103519439697 (0.22759298201311717) | > loss_disc_real_4: 0.2074265033006668 (0.2335772808979858) | > loss_disc_real_5: 0.21859529614448547 (0.22563264248046008) | > loss_0: 2.36565899848938 (2.329827140678059) | > grad_norm_0: tensor(9.2652, device='cuda:0') (tensor(8.1605, device='cuda:0')) | > loss_gen: 2.44222354888916 (2.5176420320164072) | > loss_kl: 1.9526022672653198 (1.9549157240174033) | > loss_feat: 7.208194732666016 (7.0293109742077915) | > loss_mel: 16.865047454833984 (17.317371931943033) | > loss_duration: 1.9072924852371216 (1.9972464035857806) | > loss_1: 30.3753604888916 (30.8164870522239) | > grad_norm_1: tensor(60.2104, device='cuda:0') (tensor(76.9572, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3558 (0.38009363412857056) | > loader_time: 0.0034 (0.0035743225704539905)  --> TIME: 2024-06-12 07:51:54 -- STEP: 69/330 -- GLOBAL_STEP: 390350 | > loss_disc: 2.43365216255188 (2.346752190935439) | > loss_disc_real_0: 0.14379042387008667 (0.10925343816263089) | > loss_disc_real_1: 0.22934295237064362 (0.1919820332440777) | > loss_disc_real_2: 0.2159315049648285 (0.20941366557625757) | > loss_disc_real_3: 0.2509269118309021 (0.2285630651142286) | > loss_disc_real_4: 0.2324066460132599 (0.2345028167617494) | > loss_disc_real_5: 0.22393855452537537 (0.2231927581023479) | > loss_0: 2.43365216255188 (2.346752190935439) | > grad_norm_0: tensor(8.3808, device='cuda:0') (tensor(8.2523, device='cuda:0')) | > loss_gen: 2.46635365486145 (2.4958583341128584) | > loss_kl: 1.8379074335098267 (1.9726166466008062) | > loss_feat: 6.003464221954346 (7.0175168756125625) | > loss_mel: 15.802858352661133 (17.250140922656964) | > loss_duration: 1.914404034614563 (1.9834264689597532) | > loss_1: 28.024988174438477 (30.719559241032254) | > grad_norm_1: tensor(95.2605, device='cuda:0') (tensor(77.2117, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3596 (0.37456853493400244) | > loader_time: 0.0035 (0.0036237274391063747)  --> TIME: 2024-06-12 07:52:03 -- STEP: 94/330 -- GLOBAL_STEP: 390375 | > loss_disc: 2.2812418937683105 (2.3474927582639333) | > loss_disc_real_0: 0.09369783848524094 (0.11014490447779919) | > loss_disc_real_1: 0.2302194982767105 (0.1926340402123776) | > loss_disc_real_2: 0.18711820244789124 (0.2088082288490965) | > loss_disc_real_3: 0.22978389263153076 (0.22869751364626784) | > loss_disc_real_4: 0.2363331913948059 (0.23322286092220468) | > loss_disc_real_5: 0.21547329425811768 (0.22325280752587826) | > loss_0: 2.2812418937683105 (2.3474927582639333) | > grad_norm_0: tensor(11.1072, device='cuda:0') (tensor(8.2431, device='cuda:0')) | > loss_gen: 2.648104667663574 (2.488016361885882) | > loss_kl: 1.9319067001342773 (1.9786013098473245) | > loss_feat: 7.83310604095459 (6.9941452208985675) | > loss_mel: 17.500930786132812 (17.19304754378948) | > loss_duration: 2.0106570720672607 (1.9810487336300788) | > loss_1: 31.92470359802246 (30.63485916624678) | > grad_norm_1: tensor(73.8454, device='cuda:0') (tensor(80.7723, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3781 (0.3727827655508163) | > loader_time: 0.0046 (0.003696137286247091)  --> TIME: 2024-06-12 07:52:13 -- STEP: 119/330 -- GLOBAL_STEP: 390400 | > loss_disc: 2.5498573780059814 (2.3508485205033254) | > loss_disc_real_0: 0.16045302152633667 (0.11094617749713048) | > loss_disc_real_1: 0.21050676703453064 (0.19366362565705755) | > loss_disc_real_2: 0.25550034642219543 (0.20924402648160437) | > loss_disc_real_3: 0.25384414196014404 (0.22916296399941966) | > loss_disc_real_4: 0.2253560870885849 (0.23305018747053227) | > loss_disc_real_5: 0.2290453016757965 (0.2236940478827773) | > loss_0: 2.5498573780059814 (2.3508485205033254) | > grad_norm_0: tensor(10.2454, device='cuda:0') (tensor(8.2781, device='cuda:0')) | > loss_gen: 2.395477533340454 (2.4866340060194) | > loss_kl: 1.9307782649993896 (1.9846004287735755) | > loss_feat: 7.073075771331787 (6.989334643387995) | > loss_mel: 16.699987411499023 (17.165502444034864) | > loss_duration: 1.9670097827911377 (1.9829527590455127) | > loss_1: 30.066329956054688 (30.609024304301798) | > grad_norm_1: tensor(57.1389, device='cuda:0') (tensor(80.6183, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3606 (0.37249955610066904) | > loader_time: 0.004 (0.0038282390402144743)  --> TIME: 2024-06-12 07:52:23 -- STEP: 144/330 -- GLOBAL_STEP: 390425 | > loss_disc: 2.4154212474823 (2.3559432410531587) | > loss_disc_real_0: 0.1226143091917038 (0.11218583133692543) | > loss_disc_real_1: 0.23853205144405365 (0.19374402788364228) | > loss_disc_real_2: 0.1948373168706894 (0.2095592397575577) | > loss_disc_real_3: 0.24902118742465973 (0.2297318752648102) | > loss_disc_real_4: 0.24970239400863647 (0.23284886611832512) | > loss_disc_real_5: 0.24787093698978424 (0.22453634440898895) | > loss_0: 2.4154212474823 (2.3559432410531587) | > grad_norm_0: tensor(8.6992, device='cuda:0') (tensor(8.3079, device='cuda:0')) | > loss_gen: 2.4948225021362305 (2.480003534091844) | > loss_kl: 2.0486643314361572 (1.9871437872449558) | > loss_feat: 6.731224536895752 (6.972259481747944) | > loss_mel: 17.10072135925293 (17.160227437814076) | > loss_duration: 1.9998979568481445 (1.9883510172367096) | > loss_1: 30.37533187866211 (30.587985343403286) | > grad_norm_1: tensor(130.1435, device='cuda:0') (tensor(80.5341, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3844 (0.37544391055901843) | > loader_time: 0.004 (0.003944150275654263)  --> TIME: 2024-06-12 07:52:33 -- STEP: 169/330 -- GLOBAL_STEP: 390450 | > loss_disc: 2.3856029510498047 (2.3584725461767997) | > loss_disc_real_0: 0.09758427739143372 (0.11380612400509196) | > loss_disc_real_1: 0.1829645037651062 (0.19367854746841118) | > loss_disc_real_2: 0.22463750839233398 (0.2098003223802916) | > loss_disc_real_3: 0.250130832195282 (0.22994265930187066) | > loss_disc_real_4: 0.2529202103614807 (0.23307013432302418) | > loss_disc_real_5: 0.2035943865776062 (0.22388021251153664) | > loss_0: 2.3856029510498047 (2.3584725461767997) | > grad_norm_0: tensor(7.9706, device='cuda:0') (tensor(8.6146, device='cuda:0')) | > loss_gen: 2.4951441287994385 (2.4764708005465006) | > loss_kl: 1.9558383226394653 (1.988521013034166) | > loss_feat: 7.44529390335083 (6.964171308032153) | > loss_mel: 16.418081283569336 (17.15301237727058) | > loss_duration: 2.0565192699432373 (1.9942440845557219) | > loss_1: 30.37087631225586 (30.576419604600535) | > grad_norm_1: tensor(151.9055, device='cuda:0') (tensor(88.2296, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3789 (0.37766321029888816) | > loader_time: 0.0045 (0.004042512566380248)  --> TIME: 2024-06-12 07:52:43 -- STEP: 194/330 -- GLOBAL_STEP: 390475 | > loss_disc: 2.419492721557617 (2.3619726822548315) | > loss_disc_real_0: 0.1427461802959442 (0.11615014103116449) | > loss_disc_real_1: 0.19195465743541718 (0.19374830444756247) | > loss_disc_real_2: 0.24081291258335114 (0.20981215140254222) | > loss_disc_real_3: 0.2548259198665619 (0.22964787076121754) | > loss_disc_real_4: 0.2227586805820465 (0.2331569077274234) | > loss_disc_real_5: 0.2184610813856125 (0.22391010475220138) | > loss_0: 2.419492721557617 (2.3619726822548315) | > grad_norm_0: tensor(14.4717, device='cuda:0') (tensor(9.2034, device='cuda:0')) | > loss_gen: 2.495858669281006 (2.473221819425368) | > loss_kl: 2.22037672996521 (1.9983600285864367) | > loss_feat: 6.351912498474121 (6.958612579660316) | > loss_mel: 17.430042266845703 (17.119451616228247) | > loss_duration: 2.0256290435791016 (2.0024259108858016) | > loss_1: 30.523818969726562 (30.55207194495447) | > grad_norm_1: tensor(231.4961, device='cuda:0') (tensor(99.1026, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3892 (0.38103416285563996) | > loader_time: 0.0055 (0.004165983691657944)  --> TIME: 2024-06-12 07:52:53 -- STEP: 219/330 -- GLOBAL_STEP: 390500 | > loss_disc: 2.2808892726898193 (2.3667818073812694) | > loss_disc_real_0: 0.10334509611129761 (0.11735866194990673) | > loss_disc_real_1: 0.20972514152526855 (0.1942925145636955) | > loss_disc_real_2: 0.21378357708454132 (0.20987500726632327) | > loss_disc_real_3: 0.1875530630350113 (0.23029878089144895) | > loss_disc_real_4: 0.2201184630393982 (0.23333348660436395) | > loss_disc_real_5: 0.20844316482543945 (0.22425234657988702) | > loss_0: 2.2808892726898193 (2.3667818073812694) | > grad_norm_0: tensor(33.3739, device='cuda:0') (tensor(10.7902, device='cuda:0')) | > loss_gen: 2.4899775981903076 (2.4720094846263874) | > loss_kl: 2.0808019638061523 (2.0047440844583733) | > loss_feat: 7.729684352874756 (6.971082373841167) | > loss_mel: 16.61028480529785 (17.089557538838147) | > loss_duration: 2.089226245880127 (2.0105007429645503) | > loss_1: 30.99997329711914 (30.547894194790217) | > grad_norm_1: tensor(385.3998, device='cuda:0') (tensor(120.4148, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.3921 (0.38274232328754587) | > loader_time: 0.0049 (0.004281275892910894) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_390500.pth  --> TIME: 2024-06-12 07:53:09 -- STEP: 244/330 -- GLOBAL_STEP: 390525 | > loss_disc: 2.5270628929138184 (2.367639007138425) | > loss_disc_real_0: 0.1959930658340454 (0.11885692835709111) | > loss_disc_real_1: 0.2025308907032013 (0.1942030273255755) | > loss_disc_real_2: 0.19140057265758514 (0.20965233781054368) | > loss_disc_real_3: 0.22660526633262634 (0.2303917517916101) | > loss_disc_real_4: 0.24750839173793793 (0.23306454424975348) | > loss_disc_real_5: 0.23097862303256989 (0.223366165564197) | > loss_0: 2.5270628929138184 (2.367639007138425) | > grad_norm_0: tensor(54.0389, device='cuda:0') (tensor(12.6075, device='cuda:0')) | > loss_gen: 2.2003560066223145 (2.472115483440337) | > loss_kl: 2.032905101776123 (2.0089708170929894) | > loss_feat: 6.489102363586426 (6.957983585654711) | > loss_mel: 15.560400009155273 (17.02597719333211) | > loss_duration: 2.0285484790802 (2.019859960333246) | > loss_1: 28.311311721801758 (30.4849069861115) | > grad_norm_1: tensor(482.7554, device='cuda:0') (tensor(144.0579, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.431 (0.385968282574513) | > loader_time: 0.0055 (0.00442007721447554)  --> TIME: 2024-06-12 07:53:20 -- STEP: 269/330 -- GLOBAL_STEP: 390550 | > loss_disc: 2.262173891067505 (2.3682495306858793) | > loss_disc_real_0: 0.12273355573415756 (0.12097832341730373) | > loss_disc_real_1: 0.20703577995300293 (0.19429582390643413) | > loss_disc_real_2: 0.2015877515077591 (0.20939391026044868) | > loss_disc_real_3: 0.22750277817249298 (0.23030016562974143) | > loss_disc_real_4: 0.25878679752349854 (0.2328292350232823) | > loss_disc_real_5: 0.23548384010791779 (0.22297863346493377) | > loss_0: 2.262173891067505 (2.3682495306858793) | > grad_norm_0: tensor(57.6082, device='cuda:0') (tensor(14.6821, device='cuda:0')) | > loss_gen: 2.715492010116577 (2.478915783552432) | > loss_kl: 2.1192545890808105 (2.0146861413154453) | > loss_feat: 6.86154317855835 (6.977380078964516) | > loss_mel: 16.41809844970703 (16.990219998980102) | > loss_duration: 2.125032901763916 (2.0281114104068854) | > loss_1: 30.23941993713379 (30.48931333832581) | > grad_norm_1: tensor(548.4990, device='cuda:0') (tensor(170.9741, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.4542 (0.38997040273531663) | > loader_time: 0.0057 (0.004552746350880451)  --> TIME: 2024-06-12 07:53:32 -- STEP: 294/330 -- GLOBAL_STEP: 390575 | > loss_disc: 2.4363033771514893 (2.372259632259811) | > loss_disc_real_0: 0.1747961789369583 (0.12312072632061381) | > loss_disc_real_1: 0.25918057560920715 (0.19504174579973943) | > loss_disc_real_2: 0.2170715183019638 (0.2097446666080124) | > loss_disc_real_3: 0.2487897276878357 (0.23012307352152) | > loss_disc_real_4: 0.26736998558044434 (0.23288564677952103) | > loss_disc_real_5: 0.24350255727767944 (0.2221322812798883) | > loss_0: 2.4363033771514893 (2.372259632259811) | > grad_norm_0: tensor(25.8985, device='cuda:0') (tensor(16.9605, device='cuda:0')) | > loss_gen: 2.4336531162261963 (2.4829978448193093) | > loss_kl: 2.0549001693725586 (2.017493686302989) | > loss_feat: 6.991384506225586 (6.986826898289372) | > loss_mel: 16.18000602722168 (16.941321493006072) | > loss_duration: 2.1835103034973145 (2.0383135530413417) | > loss_1: 29.843454360961914 (30.466953426802238) | > grad_norm_1: tensor(462.7656, device='cuda:0') (tensor(198.9742, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.461 (0.39578159244693056) | > loader_time: 0.0068 (0.004713377985013588)  --> TIME: 2024-06-12 07:53:45 -- STEP: 319/330 -- GLOBAL_STEP: 390600 | > loss_disc: 2.3553125858306885 (2.372627201498864) | > loss_disc_real_0: 0.14421314001083374 (0.12354166726333594) | > loss_disc_real_1: 0.21720001101493835 (0.195342549335994) | > loss_disc_real_2: 0.16456864774227142 (0.2097164206557139) | > loss_disc_real_3: 0.2548932433128357 (0.2300472003539154) | > loss_disc_real_4: 0.2464045137166977 (0.2329826295656097) | > loss_disc_real_5: 0.22070859372615814 (0.222538613600417) | > loss_0: 2.3553125858306885 (2.372627201498864) | > grad_norm_0: tensor(14.3367, device='cuda:0') (tensor(16.6924, device='cuda:0')) | > loss_gen: 2.4028284549713135 (2.478782026745309) | > loss_kl: 2.123983144760132 (2.0209472130832253) | > loss_feat: 8.201093673706055 (7.0114881461690555) | > loss_mel: 16.811790466308594 (16.909122392301644) | > loss_duration: 2.2391555309295654 (2.052519113292516) | > loss_1: 31.778850555419922 (30.47285885347468) | > grad_norm_1: tensor(145.4089, device='cuda:0') (tensor(195.3221, device='cuda:0')) | > current_lr_0: 0.00017836111117597227 | > current_lr_1: 0.00017836111117597227 | > step_time: 0.5426 (0.4050740231540883) | > loader_time: 0.0079 (0.004930327304852048)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3926849365234375 (2.3926849365234375) | > loss_disc_real_0: 0.12220878154039383 (0.12220878154039383) | > loss_disc_real_1: 0.19595186412334442 (0.19595186412334442) | > loss_disc_real_2: 0.24756360054016113 (0.24756360054016113) | > loss_disc_real_3: 0.22629764676094055 (0.22629764676094055) | > loss_disc_real_4: 0.24436363577842712 (0.24436363577842712) | > loss_disc_real_5: 0.22555136680603027 (0.22555136680603027) | > loss_0: 2.3926849365234375 (2.3926849365234375) | > loss_gen: 2.187505006790161 (2.187505006790161) | > loss_kl: 2.7432351112365723 (2.7432351112365723) | > loss_feat: 7.456362247467041 (7.456362247467041) | > loss_mel: 16.14405632019043 (16.14405632019043) | > loss_duration: 3.260852098464966 (3.260852098464966) | > loss_1: 31.79201316833496 (31.79201316833496)  --> STEP: 1 | > loss_disc: 2.312492609024048 (2.312492609024048) | > loss_disc_real_0: 0.16982005536556244 (0.16982005536556244) | > loss_disc_real_1: 0.15234945714473724 (0.15234945714473724) | > loss_disc_real_2: 0.1739707738161087 (0.1739707738161087) | > loss_disc_real_3: 0.18478499352931976 (0.18478499352931976) | > loss_disc_real_4: 0.2145991027355194 (0.2145991027355194) | > loss_disc_real_5: 0.22599884867668152 (0.22599884867668152) | > loss_0: 2.312492609024048 (2.312492609024048) | > loss_gen: 2.2470614910125732 (2.2470614910125732) | > loss_kl: 3.5424959659576416 (3.5424959659576416) | > loss_feat: 7.0463409423828125 (7.0463409423828125) | > loss_mel: 17.556039810180664 (17.556039810180664) | > loss_duration: 2.444406747817993 (2.444406747817993) | > loss_1: 32.83634567260742 (32.83634567260742)  --> STEP: 2 | > loss_disc: 2.401789665222168 (2.357141137123108) | > loss_disc_real_0: 0.053590696305036545 (0.11170537583529949) | > loss_disc_real_1: 0.1416858434677124 (0.14701765030622482) | > loss_disc_real_2: 0.211205393075943 (0.19258808344602585) | > loss_disc_real_3: 0.27600380778312683 (0.2303944006562233) | > loss_disc_real_4: 0.21697689592838287 (0.21578799933195114) | > loss_disc_real_5: 0.21080340445041656 (0.21840112656354904) | > loss_0: 2.401789665222168 (2.357141137123108) | > loss_gen: 2.071349620819092 (2.1592055559158325) | > loss_kl: 2.9077086448669434 (3.2251023054122925) | > loss_feat: 5.820130825042725 (6.4332358837127686) | > loss_mel: 18.75891876220703 (18.157479286193848) | > loss_duration: 2.5993165969848633 (2.5218616724014282) | > loss_1: 32.15742492675781 (32.49688529968262)  --> STEP: 3 | > loss_disc: 2.366145133972168 (2.360142469406128) | > loss_disc_real_0: 0.10978305339813232 (0.1110646016895771) | > loss_disc_real_1: 0.1845964640378952 (0.15954392155011496) | > loss_disc_real_2: 0.21185173094272614 (0.19900929927825928) | > loss_disc_real_3: 0.26039761304855347 (0.2403954714536667) | > loss_disc_real_4: 0.22270449995994568 (0.21809349954128265) | > loss_disc_real_5: 0.27233609557151794 (0.23637944956620535) | > loss_0: 2.366145133972168 (2.360142469406128) | > loss_gen: 2.3315560817718506 (2.216655731201172) | > loss_kl: 3.4434056282043457 (3.29787007967631) | > loss_feat: 5.2030720710754395 (6.023181279500325) | > loss_mel: 14.234071731567383 (16.849676767985027) | > loss_duration: 2.3773045539855957 (2.4736759662628174) | > loss_1: 27.58941078186035 (30.861060460408527)  --> STEP: 4 | > loss_disc: 2.362436056137085 (2.360715866088867) | > loss_disc_real_0: 0.10019509494304657 (0.10834722500294447) | > loss_disc_real_1: 0.15832549333572388 (0.15923931449651718) | > loss_disc_real_2: 0.29060760140419006 (0.22190887480974197) | > loss_disc_real_3: 0.2406669706106186 (0.24046334624290466) | > loss_disc_real_4: 0.20704291760921478 (0.21533085405826569) | > loss_disc_real_5: 0.1781914085149765 (0.22183243930339813) | > loss_0: 2.362436056137085 (2.360715866088867) | > loss_gen: 2.35724139213562 (2.251802146434784) | > loss_kl: 3.8915770053863525 (3.446296811103821) | > loss_feat: 6.0945587158203125 (6.041025638580322) | > loss_mel: 17.28768539428711 (16.959178924560547) | > loss_duration: 2.3982369899749756 (2.454816222190857) | > loss_1: 32.029296875 (31.153119564056396)  --> STEP: 5 | > loss_disc: 2.5106921195983887 (2.3907111167907713) | > loss_disc_real_0: 0.18011733889579773 (0.12270124778151512) | > loss_disc_real_1: 0.12724822759628296 (0.15284109711647034) | > loss_disc_real_2: 0.17090573906898499 (0.21170824766159058) | > loss_disc_real_3: 0.20480410754680634 (0.233331498503685) | > loss_disc_real_4: 0.22910454869270325 (0.2180855929851532) | > loss_disc_real_5: 0.19906026124954224 (0.21727800369262695) | > loss_0: 2.5106921195983887 (2.3907111167907713) | > loss_gen: 1.9274592399597168 (2.1869335651397703) | > loss_kl: 3.6210851669311523 (3.481254482269287) | > loss_feat: 5.399293899536133 (5.912679290771484) | > loss_mel: 19.04953384399414 (17.377249908447265) | > loss_duration: 2.4021615982055664 (2.4442852973937987) | > loss_1: 32.399532318115234 (31.402402114868163)  --> STEP: 6 | > loss_disc: 2.475055694580078 (2.4047685464223227) | > loss_disc_real_0: 0.17039340734481812 (0.13064994104206562) | > loss_disc_real_1: 0.1863592267036438 (0.15842745204766592) | > loss_disc_real_2: 0.23207665979862213 (0.2151029830177625) | > loss_disc_real_3: 0.25182077288627625 (0.23641304423411688) | > loss_disc_real_4: 0.2175150215625763 (0.21799049774805704) | > loss_disc_real_5: 0.22017402946949005 (0.21776067465543747) | > loss_0: 2.475055694580078 (2.4047685464223227) | > loss_gen: 2.185316324234009 (2.18666402498881) | > loss_kl: 3.0970399379730225 (3.417218724886576) | > loss_feat: 5.49541711807251 (5.843135595321655) | > loss_mel: 16.855619430541992 (17.290311495463055) | > loss_duration: 2.174579381942749 (2.3993343114852905) | > loss_1: 29.807971954345703 (31.136663754781086)  --> STEP: 7 | > loss_disc: 2.104482650756836 (2.3618705613272533) | > loss_disc_real_0: 0.0882595032453537 (0.12459416421396392) | > loss_disc_real_1: 0.14838919043540955 (0.15699341467448644) | > loss_disc_real_2: 0.21776483952999115 (0.21548324823379517) | > loss_disc_real_3: 0.1670607328414917 (0.22650557117802755) | > loss_disc_real_4: 0.16903316974639893 (0.21099659374782018) | > loss_disc_real_5: 0.1928422451019287 (0.21420089900493622) | > loss_0: 2.104482650756836 (2.3618705613272533) | > loss_gen: 2.3251335620880127 (2.2064453874315535) | > loss_kl: 4.492483615875244 (3.570827995027815) | > loss_feat: 7.500166416168213 (6.07985428401402) | > loss_mel: 19.46031951904297 (17.600312641688756) | > loss_duration: 2.4403910636901855 (2.4051995618002757) | > loss_1: 36.2184944152832 (31.862639563424246)  --> STEP: 8 | > loss_disc: 2.356239080429077 (2.361166626214981) | > loss_disc_real_0: 0.13997003436088562 (0.12651614798232913) | > loss_disc_real_1: 0.17096640169620514 (0.15874003805220127) | > loss_disc_real_2: 0.21015731990337372 (0.21481750719249249) | > loss_disc_real_3: 0.22971570491790771 (0.22690683789551258) | > loss_disc_real_4: 0.22458456456661224 (0.21269509010016918) | > loss_disc_real_5: 0.2705647349357605 (0.22124637849628925) | > loss_0: 2.356239080429077 (2.361166626214981) | > loss_gen: 2.392096519470215 (2.229651778936386) | > loss_kl: 3.620797634124756 (3.5770741999149323) | > loss_feat: 8.306334495544434 (6.358164310455322) | > loss_mel: 17.555635452270508 (17.594727993011475) | > loss_duration: 2.229173183441162 (2.3831962645053864) | > loss_1: 34.104034423828125 (32.14281392097473)  --> STEP: 9 | > loss_disc: 2.502224922180176 (2.376839770211114) | > loss_disc_real_0: 0.1552189290523529 (0.12970534587899843) | > loss_disc_real_1: 0.14282238483428955 (0.15697140991687775) | > loss_disc_real_2: 0.21531088650226593 (0.21487232711580065) | > loss_disc_real_3: 0.22278955578804016 (0.22644936210579342) | > loss_disc_real_4: 0.22642867267131805 (0.2142210437191857) | > loss_disc_real_5: 0.18386514484882355 (0.21709290809101528) | > loss_0: 2.502224922180176 (2.376839770211114) | > loss_gen: 1.9576350450515747 (2.199427697393629) | > loss_kl: 2.976655960083008 (3.5103610621558294) | > loss_feat: 8.436279296875 (6.589065975613064) | > loss_mel: 18.080839157104492 (17.648740344577366) | > loss_duration: 2.217485189437866 (2.3647839228312173) | > loss_1: 33.66889572143555 (32.312378565470375)  --> STEP: 10 | > loss_disc: 2.578517436981201 (2.3970075368881227) | > loss_disc_real_0: 0.18411016464233398 (0.135145827755332) | > loss_disc_real_1: 0.1906702071428299 (0.16034128963947297) | > loss_disc_real_2: 0.2912469804286957 (0.22250979244709015) | > loss_disc_real_3: 0.267399400472641 (0.23054436594247818) | > loss_disc_real_4: 0.23904107511043549 (0.2167030468583107) | > loss_disc_real_5: 0.2545674741268158 (0.22084036469459534) | > loss_0: 2.578517436981201 (2.3970075368881227) | > loss_gen: 2.2945191860198975 (2.208936846256256) | > loss_kl: 2.6671745777130127 (3.426042413711548) | > loss_feat: 5.272082328796387 (6.457367610931397) | > loss_mel: 17.344486236572266 (17.618314933776855) | > loss_duration: 2.414673328399658 (2.3697728633880617) | > loss_1: 29.992935180664062 (32.080434226989745)  --> STEP: 11 | > loss_disc: 2.4687814712524414 (2.4035324400121514) | > loss_disc_real_0: 0.16596285998821259 (0.13794737614013933) | > loss_disc_real_1: 0.20024795830249786 (0.16396916860883887) | > loss_disc_real_2: 0.30731478333473206 (0.2302193370732394) | > loss_disc_real_3: 0.25146618485450745 (0.2324463494799354) | > loss_disc_real_4: 0.25106823444366455 (0.2198271548206156) | > loss_disc_real_5: 0.24947969615459442 (0.22344394028186798) | > loss_0: 2.4687814712524414 (2.4035324400121514) | > loss_gen: 2.4642562866210938 (2.2321477044712412) | > loss_kl: 3.552678346633911 (3.4375547712499444) | > loss_feat: 5.134968280792236 (6.337149490009654) | > loss_mel: 16.202970504760742 (17.489647258411754) | > loss_duration: 2.5066521167755127 (2.3822164318778296) | > loss_1: 29.861526489257812 (31.878715341741387)  --> STEP: 12 | > loss_disc: 2.382385015487671 (2.4017701546351113) | > loss_disc_real_0: 0.08999363332986832 (0.13395123090595007) | > loss_disc_real_1: 0.11933830380439758 (0.16024992987513542) | > loss_disc_real_2: 0.2803576588630676 (0.2343975305557251) | > loss_disc_real_3: 0.29978567361831665 (0.2380579598248005) | > loss_disc_real_4: 0.22449606657028198 (0.22021623079975447) | > loss_disc_real_5: 0.2326195389032364 (0.22420857350031534) | > loss_0: 2.382385015487671 (2.4017701546351113) | > loss_gen: 2.3803956508636475 (2.244501700003942) | > loss_kl: 2.8113930225372314 (3.3853746255238852) | > loss_feat: 6.592555046081543 (6.358433286348979) | > loss_mel: 16.715930938720703 (17.4251708984375) | > loss_duration: 2.2836217880249023 (2.3740002115567522) | > loss_1: 30.783897399902344 (31.787480513254803)  --> STEP: 13 | > loss_disc: 2.616696834564209 (2.418302976168119) | > loss_disc_real_0: 0.09694939851760864 (0.13110493610684687) | > loss_disc_real_1: 0.16576135158538818 (0.16067388539130872) | > loss_disc_real_2: 0.2815398573875427 (0.23802386338894183) | > loss_disc_real_3: 0.27112504839897156 (0.24060158202281365) | > loss_disc_real_4: 0.2632797062397003 (0.22352880583359644) | > loss_disc_real_5: 0.2621494233608246 (0.2271271004126622) | > loss_0: 2.616696834564209 (2.418302976168119) | > loss_gen: 2.015857458114624 (2.2269136813970714) | > loss_kl: 3.0643205642700195 (3.3606781592735877) | > loss_feat: 5.2711944580078125 (6.274799530322735) | > loss_mel: 18.398162841796875 (17.50001643254207) | > loss_duration: 2.3534317016601562 (2.3724180184877834) | > loss_1: 31.10296630859375 (31.73482557443472)  --> STEP: 14 | > loss_disc: 2.202385187149048 (2.402880276952471) | > loss_disc_real_0: 0.06605628877878189 (0.12645860415484222) | > loss_disc_real_1: 0.13484275341033936 (0.1588288045355252) | > loss_disc_real_2: 0.20389023423194885 (0.23558574702058518) | > loss_disc_real_3: 0.25360000133514404 (0.24153004054512298) | > loss_disc_real_4: 0.24851034581661224 (0.225313201546669) | > loss_disc_real_5: 0.17989033460617065 (0.22375304571219853) | > loss_0: 2.202385187149048 (2.402880276952471) | > loss_gen: 2.2665905952453613 (2.2297477466719493) | > loss_kl: 3.3760242462158203 (3.36177430834089) | > loss_feat: 6.551936149597168 (6.294595003128052) | > loss_mel: 18.20611000061035 (17.550451687404088) | > loss_duration: 2.417726993560791 (2.3756543738501414) | > loss_1: 32.818389892578125 (31.812223025730678)  --> STEP: 15 | > loss_disc: 2.4882705211639404 (2.408572959899902) | > loss_disc_real_0: 0.15560875833034515 (0.12840194776654243) | > loss_disc_real_1: 0.1592380702495575 (0.15885608891646066) | > loss_disc_real_2: 0.2581864595413208 (0.23709246118863422) | > loss_disc_real_3: 0.18749964237213135 (0.23792801400025684) | > loss_disc_real_4: 0.2242482751607895 (0.22524220645427703) | > loss_disc_real_5: 0.20064471662044525 (0.222212490439415) | > loss_0: 2.4882705211639404 (2.408572959899902) | > loss_gen: 2.102870225906372 (2.2212892452875774) | > loss_kl: 3.6378443241119385 (3.38017897605896) | > loss_feat: 7.601088523864746 (6.381694571177165) | > loss_mel: 18.884218215942383 (17.639369455973306) | > loss_duration: 2.4411869049072266 (2.380023209253947) | > loss_1: 34.667205810546875 (32.00255521138509)  --> STEP: 16 | > loss_disc: 2.529104709625244 (2.416106194257736) | > loss_disc_real_0: 0.22886861860752106 (0.1346811146941036) | > loss_disc_real_1: 0.1415940374135971 (0.1577772106975317) | > loss_disc_real_2: 0.23150445520877838 (0.23674321081489325) | > loss_disc_real_3: 0.256877601146698 (0.23911236319690943) | > loss_disc_real_4: 0.28323712944984436 (0.2288668891415) | > loss_disc_real_5: 0.27740058302879333 (0.22566174622625113) | > loss_0: 2.529104709625244 (2.416106194257736) | > loss_gen: 2.4278910160064697 (2.234201855957508) | > loss_kl: 3.159919261932373 (3.3664127439260483) | > loss_feat: 7.3543219566345215 (6.4424837827682495) | > loss_mel: 14.862061500549316 (17.465787708759308) | > loss_duration: 2.471372604370117 (2.3857325464487076) | > loss_1: 30.27556610107422 (31.894618391990665)  --> STEP: 17 | > loss_disc: 2.702332019805908 (2.432943007525276) | > loss_disc_real_0: 0.14413580298423767 (0.13523727282881737) | > loss_disc_real_1: 0.19668109714984894 (0.16006567460649154) | > loss_disc_real_2: 0.25761327147483826 (0.23797086144194884) | > loss_disc_real_3: 0.2933281362056732 (0.242301526315072) | > loss_disc_real_4: 0.2528848350048065 (0.2302797094864004) | > loss_disc_real_5: 0.442918986082077 (0.2384415838648291) | > loss_0: 2.702332019805908 (2.432943007525276) | > loss_gen: 2.3143351078033447 (2.238915576654322) | > loss_kl: 2.6838443279266357 (3.3262616606319653) | > loss_feat: 5.262851715087891 (6.373093661139993) | > loss_mel: 15.841667175292969 (17.370251206790698) | > loss_duration: 2.4626481533050537 (2.3902569939108456) | > loss_1: 28.56534767150879 (31.69877893784467)  --> STEP: 18 | > loss_disc: 2.501836061477661 (2.4367703994115195) | > loss_disc_real_0: 0.2627966105937958 (0.1423239027046495) | > loss_disc_real_1: 0.18782955408096313 (0.1616081123550733) | > loss_disc_real_2: 0.30098608136177063 (0.24147170699305004) | > loss_disc_real_3: 0.26909053325653076 (0.2437898044784864) | > loss_disc_real_4: 0.2533060908317566 (0.23155895289447573) | > loss_disc_real_5: 0.2676338255405426 (0.2400633750690354) | > loss_0: 2.501836061477661 (2.4367703994115195) | > loss_gen: 2.6471152305603027 (2.261593335204654) | > loss_kl: 3.2334232330322266 (3.3211039702097573) | > loss_feat: 5.765338897705078 (6.339329507615831) | > loss_mel: 12.621795654296875 (17.106448120541042) | > loss_duration: 2.274763584136963 (2.383840693367852) | > loss_1: 26.542436599731445 (31.412315474616157)  --> STEP: 19 | > loss_disc: 2.682725429534912 (2.4497154009969613) | > loss_disc_real_0: 0.1963382512331009 (0.14516676315351537) | > loss_disc_real_1: 0.17380638420581818 (0.16225012666300723) | > loss_disc_real_2: 0.21696925163269043 (0.2401821040793469) | > loss_disc_real_3: 0.25253644585609436 (0.24425015402467629) | > loss_disc_real_4: 0.31062379479408264 (0.23572026036287608) | > loss_disc_real_5: 0.3697963356971741 (0.24689142562841115) | > loss_0: 2.682725429534912 (2.4497154009969613) | > loss_gen: 2.2615134716033936 (2.2615891318572197) | > loss_kl: 2.5295491218566895 (3.2794431887174906) | > loss_feat: 5.422043800354004 (6.291051312496788) | > loss_mel: 16.805015563964844 (17.090583249142295) | > loss_duration: 2.35845947265625 (2.382504839646189) | > loss_1: 29.3765811920166 (31.305171565005654)  --> STEP: 20 | > loss_disc: 2.305349349975586 (2.4424970984458922) | > loss_disc_real_0: 0.06856543570756912 (0.14133669678121805) | > loss_disc_real_1: 0.10946784913539886 (0.15961101278662682) | > loss_disc_real_2: 0.24365010857582092 (0.2403555043041706) | > loss_disc_real_3: 0.26566803455352783 (0.24532104805111885) | > loss_disc_real_4: 0.1570814996957779 (0.23178832232952118) | > loss_disc_real_5: 0.1516663134098053 (0.24213017001748086) | > loss_0: 2.305349349975586 (2.4424970984458922) | > loss_gen: 2.1378560066223145 (2.2554024755954742) | > loss_kl: 2.284402370452881 (3.2296911478042603) | > loss_feat: 9.458471298217773 (6.449422311782837) | > loss_mel: 18.140684127807617 (17.14308829307556) | > loss_duration: 2.2920594215393066 (2.377982568740845) | > loss_1: 34.3134765625 (31.45558681488037)  --> STEP: 21 | > loss_disc: 2.5561065673828125 (2.4479070731571744) | > loss_disc_real_0: 0.11733324080705643 (0.14019367506816274) | > loss_disc_real_1: 0.1744069904088974 (0.16031558314959207) | > loss_disc_real_2: 0.2946675717830658 (0.24294179323173704) | > loss_disc_real_3: 0.21646106243133545 (0.24394676302160537) | > loss_disc_real_4: 0.22985421121120453 (0.23169622180007754) | > loss_disc_real_5: 0.33321329951286316 (0.24646746189821334) | > loss_0: 2.5561065673828125 (2.4479070731571744) | > loss_gen: 2.278653860092163 (2.256509684381031) | > loss_kl: 2.258012294769287 (3.1834207262311662) | > loss_feat: 5.720304489135742 (6.414702415466309) | > loss_mel: 14.568564414978027 (17.02049191792806) | > loss_duration: 2.199150562286377 (2.3694667589096796) | > loss_1: 27.02468490600586 (31.244591485886346)  --> STEP: 22 | > loss_disc: 2.450155735015869 (2.4480092850598423) | > loss_disc_real_0: 0.13673487305641174 (0.14003645679490132) | > loss_disc_real_1: 0.21272334456443787 (0.16269775412299417) | > loss_disc_real_2: 0.19695651531219482 (0.2408515533263033) | > loss_disc_real_3: 0.2503453195095062 (0.24423760649832812) | > loss_disc_real_4: 0.23116812109947205 (0.23167221722277728) | > loss_disc_real_5: 0.24077196419239044 (0.24620857563885776) | > loss_0: 2.450155735015869 (2.4480092850598423) | > loss_gen: 2.1716487407684326 (2.2526523687622766) | > loss_kl: 2.5848896503448486 (3.1562147682363335) | > loss_feat: 6.768249988555908 (6.430772759697654) | > loss_mel: 18.89375114440918 (17.105640064586293) | > loss_duration: 2.2149577140808105 (2.362443620508367) | > loss_1: 32.63349533081055 (31.307723478837445)  --> STEP: 23 | > loss_disc: 2.5711631774902344 (2.453363802122033) | > loss_disc_real_0: 0.17039819061756134 (0.14135653217849523) | > loss_disc_real_1: 0.1707436442375183 (0.1630475754323213) | > loss_disc_real_2: 0.3771592080593109 (0.24677797309730365) | > loss_disc_real_3: 0.23957933485507965 (0.24403507294862167) | > loss_disc_real_4: 0.21143770217895508 (0.23079245569913284) | > loss_disc_real_5: 0.21875245869159698 (0.24501483142375946) | > loss_0: 2.5711631774902344 (2.453363802122033) | > loss_gen: 2.337902307510376 (2.256358887838281) | > loss_kl: 3.2294270992279053 (3.159397913062054) | > loss_feat: 7.127668380737305 (6.461072569308073) | > loss_mel: 17.640644073486328 (17.12890110845151) | > loss_duration: 2.3114614486694336 (2.360227004341457) | > loss_1: 32.64710235595703 (31.36595734306004)  --> STEP: 24 | > loss_disc: 2.6863577365875244 (2.463071882724762) | > loss_disc_real_0: 0.21018478274345398 (0.14422437595203516) | > loss_disc_real_1: 0.20354919135570526 (0.1647351427624623) | > loss_disc_real_2: 0.3243667185306549 (0.25001083749035996) | > loss_disc_real_3: 0.26263850927352905 (0.24481021612882614) | > loss_disc_real_4: 0.24845698475837708 (0.231528477743268) | > loss_disc_real_5: 0.24605368077754974 (0.24505811681350073) | > loss_0: 2.6863577365875244 (2.463071882724762) | > loss_gen: 2.2086853981018066 (2.2543724924325947) | > loss_kl: 2.605861186981201 (3.1363338828086853) | > loss_feat: 6.255390644073486 (6.452502489089966) | > loss_mel: 16.787757873535156 (17.114686806996662) | > loss_duration: 2.409130096435547 (2.362264633178711) | > loss_1: 30.26682472229004 (31.320160150527954)  --> STEP: 25 | > loss_disc: 2.528498888015747 (2.4656889629364014) | > loss_disc_real_0: 0.10542120039463043 (0.14267224892973895) | > loss_disc_real_1: 0.17918501794338226 (0.1653131377696991) | > loss_disc_real_2: 0.3314671218395233 (0.2532690888643265) | > loss_disc_real_3: 0.24012503027915955 (0.2446228086948395) | > loss_disc_real_4: 0.2522420287132263 (0.23235701978206635) | > loss_disc_real_5: 0.2660633623600006 (0.2458983266353607) | > loss_0: 2.528498888015747 (2.4656889629364014) | > loss_gen: 2.2038958072662354 (2.2523534250259405) | > loss_kl: 2.5264649391174316 (3.1119391250610353) | > loss_feat: 6.41959810256958 (6.45118631362915) | > loss_mel: 16.504343032836914 (17.090273056030274) | > loss_duration: 2.3912248611450195 (2.3634230422973634) | > loss_1: 30.04552459716797 (31.269174728393555)  --> STEP: 26 | > loss_disc: 2.447181463241577 (2.464977136025062) | > loss_disc_real_0: 0.11865946650505066 (0.14174868037494326) | > loss_disc_real_1: 0.08433883637189865 (0.16219874156209138) | > loss_disc_real_2: 0.289675235748291 (0.2546693252829405) | > loss_disc_real_3: 0.19595783948898315 (0.24275107910999885) | > loss_disc_real_4: 0.15316762030124664 (0.22931127364818865) | > loss_disc_real_5: 0.24487003684043884 (0.2458587770278637) | > loss_0: 2.447181463241577 (2.464977136025062) | > loss_gen: 2.108187198638916 (2.246808570164901) | > loss_kl: 2.5334014892578125 (3.089687677530142) | > loss_feat: 10.896357536315918 (6.622154437578642) | > loss_mel: 18.394323348999023 (17.140428836529072) | > loss_duration: 2.321430206298828 (2.3618079332204966) | > loss_1: 36.253700256347656 (31.460887248699482) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025313725838294397 (-4.357558030348551e-05) | > avg_loss_disc: 2.464977136025062 (-0.06475893350747919) | > avg_loss_disc_real_0: 0.14174868037494326 (+0.006225851149513184) | > avg_loss_disc_real_1: 0.16219874156209138 (-0.0694712265752829) | > avg_loss_disc_real_2: 0.2546693252829405 (+0.04878763453318524) | > avg_loss_disc_real_3: 0.24275107910999885 (+0.013916813410245449) | > avg_loss_disc_real_4: 0.22931127364818865 (-0.017866673377844006) | > avg_loss_disc_real_5: 0.2458587770278637 (-0.004848778247833335) | > avg_loss_0: 2.464977136025062 (-0.06475893350747919) | > avg_loss_gen: 2.246808570164901 (+0.05051956268457314) | > avg_loss_kl: 3.089687677530142 (+0.0760878370358391) | > avg_loss_feat: 6.622154437578642 (+0.12296416209294314) | > avg_loss_mel: 17.140428836529072 (+0.45992411099947006) | > avg_loss_duration: 2.3618079332204966 (+0.0015278321046103827) | > avg_loss_1: 31.460887248699482 (+0.711023624126728)  > EPOCH: 917/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:54:11)   --> TIME: 2024-06-12 07:54:17 -- STEP: 14/330 -- GLOBAL_STEP: 390625 | > loss_disc: 2.36445951461792 (2.309049197605678) | > loss_disc_real_0: 0.12156069278717041 (0.10434659836547715) | > loss_disc_real_1: 0.20084576308727264 (0.19865582244736807) | > loss_disc_real_2: 0.21983428299427032 (0.20644932772432054) | > loss_disc_real_3: 0.2409331351518631 (0.22399660412754333) | > loss_disc_real_4: 0.2326246201992035 (0.22769081805433547) | > loss_disc_real_5: 0.23818552494049072 (0.2247918407831873) | > loss_0: 2.36445951461792 (2.309049197605678) | > grad_norm_0: tensor(28.1881, device='cuda:0') (tensor(9.3401, device='cuda:0')) | > loss_gen: 2.4642891883850098 (2.5365877662386214) | > loss_kl: 1.8564602136611938 (1.906714311667851) | > loss_feat: 6.593866348266602 (7.042728832789829) | > loss_mel: 16.607751846313477 (17.623499597821915) | > loss_duration: 1.969705581665039 (2.041286749499185) | > loss_1: 29.49207305908203 (31.15081705365862) | > grad_norm_1: tensor(138.5809, device='cuda:0') (tensor(79.9625, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3544 (0.3685662235532488) | > loader_time: 0.0029 (0.0030608688082013813)  --> TIME: 2024-06-12 07:54:27 -- STEP: 39/330 -- GLOBAL_STEP: 390650 | > loss_disc: 2.249582290649414 (2.3327332704495163) | > loss_disc_real_0: 0.10410438477993011 (0.10277187537688476) | > loss_disc_real_1: 0.16462546586990356 (0.195339363354903) | > loss_disc_real_2: 0.19943588972091675 (0.20763065035526568) | > loss_disc_real_3: 0.18536880612373352 (0.22768482336631188) | > loss_disc_real_4: 0.20416299998760223 (0.23188366951086584) | > loss_disc_real_5: 0.21567755937576294 (0.2256165781082251) | > loss_0: 2.249582290649414 (2.3327332704495163) | > grad_norm_0: tensor(5.8087, device='cuda:0') (tensor(10.0364, device='cuda:0')) | > loss_gen: 2.5166213512420654 (2.5064698060353603) | > loss_kl: 1.97151780128479 (1.9347045910664094) | > loss_feat: 7.663187026977539 (6.983043609521328) | > loss_mel: 16.73686408996582 (17.20408659714919) | > loss_duration: 1.982405662536621 (1.9882069734426646) | > loss_1: 30.870594024658203 (30.61651122264373) | > grad_norm_1: tensor(111.9089, device='cuda:0') (tensor(100.7996, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3785 (0.3656531297243558) | > loader_time: 0.0034 (0.0033550568116016877)  --> TIME: 2024-06-12 07:54:36 -- STEP: 64/330 -- GLOBAL_STEP: 390675 | > loss_disc: 2.3563408851623535 (2.347946621477604) | > loss_disc_real_0: 0.09389157593250275 (0.10706856509204954) | > loss_disc_real_1: 0.2062412053346634 (0.1960626714862883) | > loss_disc_real_2: 0.23498275876045227 (0.2101459016557783) | > loss_disc_real_3: 0.25611943006515503 (0.22752125328406692) | > loss_disc_real_4: 0.2520086467266083 (0.23293842119164765) | > loss_disc_real_5: 0.2388325333595276 (0.22586560528725386) | > loss_0: 2.3563408851623535 (2.347946621477604) | > grad_norm_0: tensor(5.5618, device='cuda:0') (tensor(9.7844, device='cuda:0')) | > loss_gen: 2.4089040756225586 (2.4918202832341203) | > loss_kl: 2.1467196941375732 (1.950782561674714) | > loss_feat: 7.111725330352783 (6.952583372592926) | > loss_mel: 18.044586181640625 (17.24833044409752) | > loss_duration: 1.9738976955413818 (1.9753184597939253) | > loss_1: 31.685834884643555 (30.61883506178856) | > grad_norm_1: tensor(234.0037, device='cuda:0') (tensor(101.4431, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3633 (0.3670791685581207) | > loader_time: 0.0037 (0.0035096481442451477)  --> TIME: 2024-06-12 07:54:46 -- STEP: 89/330 -- GLOBAL_STEP: 390700 | > loss_disc: 2.280522108078003 (2.3420376241876846) | > loss_disc_real_0: 0.10316815972328186 (0.10814617063557164) | > loss_disc_real_1: 0.15749303996562958 (0.19532190497671628) | > loss_disc_real_2: 0.22291457653045654 (0.20975038325518705) | > loss_disc_real_3: 0.18759851157665253 (0.227204073346063) | > loss_disc_real_4: 0.2174580991268158 (0.23269132164756903) | > loss_disc_real_5: 0.19654454290866852 (0.22350495266780424) | > loss_0: 2.280522108078003 (2.3420376241876846) | > grad_norm_0: tensor(15.2285, device='cuda:0') (tensor(9.2999, device='cuda:0')) | > loss_gen: 2.4061083793640137 (2.4934439471598413) | > loss_kl: 2.017354965209961 (1.9789389103985904) | > loss_feat: 7.0962371826171875 (6.971339499012809) | > loss_mel: 16.70672035217285 (17.182412790448485) | > loss_duration: 1.9896111488342285 (1.972387566995085) | > loss_1: 30.216032028198242 (30.59852263632785) | > grad_norm_1: tensor(89.8920, device='cuda:0') (tensor(95.0404, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3739 (0.36972435672631426) | > loader_time: 0.0042 (0.003626558218109474)  --> TIME: 2024-06-12 07:54:55 -- STEP: 114/330 -- GLOBAL_STEP: 390725 | > loss_disc: 2.357487440109253 (2.3480233267733945) | > loss_disc_real_0: 0.13220380246639252 (0.10970999052127202) | > loss_disc_real_1: 0.18398700654506683 (0.19486319195283092) | > loss_disc_real_2: 0.20932823419570923 (0.2101584214128946) | > loss_disc_real_3: 0.2005174607038498 (0.22763269486134513) | > loss_disc_real_4: 0.22127072513103485 (0.23173907020112924) | > loss_disc_real_5: 0.20465286076068878 (0.2241979190393498) | > loss_0: 2.357487440109253 (2.3480233267733945) | > grad_norm_0: tensor(12.4259, device='cuda:0') (tensor(9.1129, device='cuda:0')) | > loss_gen: 2.494750499725342 (2.4870503764403495) | > loss_kl: 2.2625935077667236 (1.9958867001951786) | > loss_feat: 6.8694748878479 (6.955373914618242) | > loss_mel: 17.34518051147461 (17.15852647915222) | > loss_duration: 2.01900053024292 (1.975827538130576) | > loss_1: 30.99100112915039 (30.572664946840522) | > grad_norm_1: tensor(99.7564, device='cuda:0') (tensor(91.5032, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3762 (0.3703905929598892) | > loader_time: 0.0037 (0.0037277351345932274)  --> TIME: 2024-06-12 07:55:05 -- STEP: 139/330 -- GLOBAL_STEP: 390750 | > loss_disc: 2.382660388946533 (2.353582335890627) | > loss_disc_real_0: 0.10338927805423737 (0.11116262391316804) | > loss_disc_real_1: 0.17853175103664398 (0.19455921767855724) | > loss_disc_real_2: 0.1958879977464676 (0.21050647898114844) | > loss_disc_real_3: 0.21003040671348572 (0.22878400348930908) | > loss_disc_real_4: 0.24443839490413666 (0.23283734478110032) | > loss_disc_real_5: 0.22309745848178864 (0.2249746367656927) | > loss_0: 2.382660388946533 (2.353582335890627) | > grad_norm_0: tensor(6.9995, device='cuda:0') (tensor(8.8137, device='cuda:0')) | > loss_gen: 2.3686184883117676 (2.481503237923272) | > loss_kl: 1.9989491701126099 (2.0010350565258546) | > loss_feat: 6.375199794769287 (6.950571526726374) | > loss_mel: 16.677610397338867 (17.175864398050656) | > loss_duration: 2.043205976486206 (1.982432298523059) | > loss_1: 29.46358299255371 (30.591406458573374) | > grad_norm_1: tensor(69.2210, device='cuda:0') (tensor(90.4866, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3789 (0.37216209850722937) | > loader_time: 0.0047 (0.003828299131324823)  --> TIME: 2024-06-12 07:55:15 -- STEP: 164/330 -- GLOBAL_STEP: 390775 | > loss_disc: 2.445730686187744 (2.353036547579417) | > loss_disc_real_0: 0.11078271269798279 (0.11237047058416576) | > loss_disc_real_1: 0.2457825094461441 (0.19406825394892116) | > loss_disc_real_2: 0.2117801457643509 (0.21046517780277788) | > loss_disc_real_3: 0.22634302079677582 (0.22841486970825894) | > loss_disc_real_4: 0.22463393211364746 (0.23215058355069743) | > loss_disc_real_5: 0.24653743207454681 (0.22392618483523044) | > loss_0: 2.445730686187744 (2.353036547579417) | > grad_norm_0: tensor(6.4844, device='cuda:0') (tensor(8.8898, device='cuda:0')) | > loss_gen: 2.380235195159912 (2.481446087360381) | > loss_kl: 2.054825782775879 (2.006986487202527) | > loss_feat: 6.643178939819336 (6.953809025810986) | > loss_mel: 17.387386322021484 (17.15590144948261) | > loss_duration: 2.0752201080322266 (1.9870678230029781) | > loss_1: 30.540847778320312 (30.585210893212295) | > grad_norm_1: tensor(115.0637, device='cuda:0') (tensor(95.9167, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3824 (0.37436072419329386) | > loader_time: 0.0047 (0.003921992895079821)  --> TIME: 2024-06-12 07:55:25 -- STEP: 189/330 -- GLOBAL_STEP: 390800 | > loss_disc: 2.4202232360839844 (2.3555908026518653) | > loss_disc_real_0: 0.14914390444755554 (0.11312433915636527) | > loss_disc_real_1: 0.1997290700674057 (0.19384044235345552) | > loss_disc_real_2: 0.23310486972332 (0.21115676640833497) | > loss_disc_real_3: 0.2449699491262436 (0.22892365245907395) | > loss_disc_real_4: 0.2545948624610901 (0.23220257878934264) | > loss_disc_real_5: 0.24762940406799316 (0.22411095433764988) | > loss_0: 2.4202232360839844 (2.3555908026518653) | > grad_norm_0: tensor(18.2642, device='cuda:0') (tensor(9.3355, device='cuda:0')) | > loss_gen: 2.529839038848877 (2.480333956461102) | > loss_kl: 2.043750762939453 (2.0132323806248) | > loss_feat: 6.844995498657227 (6.949803016803883) | > loss_mel: 16.8667049407959 (17.12916685538316) | > loss_duration: 2.0862815380096436 (1.9955541532506387) | > loss_1: 30.371570587158203 (30.568090408567397) | > grad_norm_1: tensor(102.6104, device='cuda:0') (tensor(105.4759, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.398 (0.3790389469691685) | > loader_time: 0.0051 (0.004030950485713899)  --> TIME: 2024-06-12 07:55:36 -- STEP: 214/330 -- GLOBAL_STEP: 390825 | > loss_disc: 2.380181074142456 (2.355417400877054) | > loss_disc_real_0: 0.12748268246650696 (0.11384985446233616) | > loss_disc_real_1: 0.221736878156662 (0.19406424769174277) | > loss_disc_real_2: 0.21791622042655945 (0.21105295531103543) | > loss_disc_real_3: 0.23417483270168304 (0.22901233028028614) | > loss_disc_real_4: 0.2340104728937149 (0.23220433051062522) | > loss_disc_real_5: 0.2315371036529541 (0.22352632385826557) | > loss_0: 2.380181074142456 (2.355417400877054) | > grad_norm_0: tensor(10.8211, device='cuda:0') (tensor(9.8516, device='cuda:0')) | > loss_gen: 2.4685025215148926 (2.482031523624312) | > loss_kl: 2.0625157356262207 (2.0203630996641686) | > loss_feat: 6.910037040710449 (6.9604253702074566) | > loss_mel: 16.745145797729492 (17.083239033957508) | > loss_duration: 2.1150615215301514 (2.0039075022545925) | > loss_1: 30.30126190185547 (30.549966607138376) | > grad_norm_1: tensor(204.0544, device='cuda:0') (tensor(114.1742, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.3941 (0.3817433687014) | > loader_time: 0.0054 (0.0041733891050392226)  --> TIME: 2024-06-12 07:55:46 -- STEP: 239/330 -- GLOBAL_STEP: 390850 | > loss_disc: 2.236591339111328 (2.3575980403932078) | > loss_disc_real_0: 0.0770496129989624 (0.11480883851834421) | > loss_disc_real_1: 0.1942850798368454 (0.19469961224739524) | > loss_disc_real_2: 0.1852656900882721 (0.21088059240305274) | > loss_disc_real_3: 0.22195224463939667 (0.22898816688290202) | > loss_disc_real_4: 0.246152862906456 (0.23292907505105231) | > loss_disc_real_5: 0.20548537373542786 (0.22264853094910977) | > loss_0: 2.236591339111328 (2.3575980403932078) | > grad_norm_0: tensor(19.6282, device='cuda:0') (tensor(11.5181, device='cuda:0')) | > loss_gen: 2.82185959815979 (2.4842088162649616) | > loss_kl: 1.9046990871429443 (2.020761021011542) | > loss_feat: 7.546904563903809 (6.958967067207752) | > loss_mel: 16.991228103637695 (17.048155936237173) | > loss_duration: 2.062676429748535 (2.013247771243171) | > loss_1: 31.327369689941406 (30.52534065885025) | > grad_norm_1: tensor(383.3780, device='cuda:0') (tensor(136.3891, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.4133 (0.3846899415658608) | > loader_time: 0.0055 (0.004302336082298885)  --> TIME: 2024-06-12 07:55:57 -- STEP: 264/330 -- GLOBAL_STEP: 390875 | > loss_disc: 2.3437721729278564 (2.3629591446934333) | > loss_disc_real_0: 0.13365676999092102 (0.11636285791455796) | > loss_disc_real_1: 0.19062702357769012 (0.19533911130080622) | > loss_disc_real_2: 0.1910734921693802 (0.2116303521801125) | > loss_disc_real_3: 0.218541219830513 (0.2293228657746857) | > loss_disc_real_4: 0.17707382142543793 (0.23216544548896226) | > loss_disc_real_5: 0.15529155731201172 (0.22220682516468293) | > loss_0: 2.3437721729278564 (2.3629591446934333) | > grad_norm_0: tensor(13.9666, device='cuda:0') (tensor(13.6458, device='cuda:0')) | > loss_gen: 2.5405242443084717 (2.4888276755809775) | > loss_kl: 2.071533203125 (2.0279896539269053) | > loss_feat: 6.962059020996094 (6.979299312288111) | > loss_mel: 16.240175247192383 (17.023517615867398) | > loss_duration: 2.1459197998046875 (2.0215840439001718) | > loss_1: 29.9602108001709 (30.541218374714706) | > grad_norm_1: tensor(623.9242, device='cuda:0') (tensor(161.1171, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.4344 (0.38866371819467255) | > loader_time: 0.0059 (0.004453854127363725)  --> TIME: 2024-06-12 07:56:08 -- STEP: 289/330 -- GLOBAL_STEP: 390900 | > loss_disc: 2.5020930767059326 (2.3658096212829283) | > loss_disc_real_0: 0.09719134867191315 (0.11773473728177457) | > loss_disc_real_1: 0.17099882662296295 (0.1955318295470984) | > loss_disc_real_2: 0.18405814468860626 (0.21127331416705905) | > loss_disc_real_3: 0.22806477546691895 (0.22956366548282464) | > loss_disc_real_4: 0.23426757752895355 (0.2327354055374964) | > loss_disc_real_5: 0.23086689412593842 (0.22196908197188459) | > loss_0: 2.5020930767059326 (2.3658096212829283) | > grad_norm_0: tensor(13.3284, device='cuda:0') (tensor(15.4902, device='cuda:0')) | > loss_gen: 2.3801121711730957 (2.4878815994130696) | > loss_kl: 2.0627992153167725 (2.035284445772532) | > loss_feat: 6.710278511047363 (6.972403057718772) | > loss_mel: 16.5140323638916 (16.968394975761235) | > loss_duration: 2.1715002059936523 (2.03159106726465) | > loss_1: 29.838722229003906 (30.495555197903855) | > grad_norm_1: tensor(162.6728, device='cuda:0') (tensor(186.8497, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.4507 (0.39356469035561115) | > loader_time: 0.0063 (0.004611969819118407)  --> TIME: 2024-06-12 07:56:21 -- STEP: 314/330 -- GLOBAL_STEP: 390925 | > loss_disc: 2.4810917377471924 (2.370070083885436) | > loss_disc_real_0: 0.15038669109344482 (0.11912026647834262) | > loss_disc_real_1: 0.2208448052406311 (0.19590392976904372) | > loss_disc_real_2: 0.2387271225452423 (0.2118397390671597) | > loss_disc_real_3: 0.24236905574798584 (0.229893499498914) | > loss_disc_real_4: 0.2302507758140564 (0.23281020913154457) | > loss_disc_real_5: 0.2056301087141037 (0.22193622347086098) | > loss_0: 2.4810917377471924 (2.370070083885436) | > grad_norm_0: tensor(32.8882, device='cuda:0') (tensor(16.2137, device='cuda:0')) | > loss_gen: 2.462939977645874 (2.482459406184543) | > loss_kl: 2.1339755058288574 (2.039454737286657) | > loss_feat: 7.406518459320068 (6.966045956702748) | > loss_mel: 16.44147300720215 (16.91388129276835) | > loss_duration: 2.2460832595825195 (2.0448799163672575) | > loss_1: 30.690990447998047 (30.44672137460891) | > grad_norm_1: tensor(173.3608, device='cuda:0') (tensor(202.0938, device='cuda:0')) | > current_lr_0: 0.00017833881603707526 | > current_lr_1: 0.00017833881603707526 | > step_time: 0.5355 (0.40135572822230625) | > loader_time: 0.008 (0.004812012812134566)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.490773916244507 (2.490773916244507) | > loss_disc_real_0: 0.19626829028129578 (0.19626829028129578) | > loss_disc_real_1: 0.21749791502952576 (0.21749791502952576) | > loss_disc_real_2: 0.2803703546524048 (0.2803703546524048) | > loss_disc_real_3: 0.2708513140678406 (0.2708513140678406) | > loss_disc_real_4: 0.2856004536151886 (0.2856004536151886) | > loss_disc_real_5: 0.21628542244434357 (0.21628542244434357) | > loss_0: 2.490773916244507 (2.490773916244507) | > loss_gen: 2.5753390789031982 (2.5753390789031982) | > loss_kl: 2.5041611194610596 (2.5041611194610596) | > loss_feat: 6.049781799316406 (6.049781799316406) | > loss_mel: 17.272153854370117 (17.272153854370117) | > loss_duration: 3.011831283569336 (3.011831283569336) | > loss_1: 31.413265228271484 (31.413265228271484)  --> STEP: 1 | > loss_disc: 2.2581160068511963 (2.2581160068511963) | > loss_disc_real_0: 0.09550678730010986 (0.09550678730010986) | > loss_disc_real_1: 0.23969493806362152 (0.23969493806362152) | > loss_disc_real_2: 0.18316367268562317 (0.18316367268562317) | > loss_disc_real_3: 0.26370230317115784 (0.26370230317115784) | > loss_disc_real_4: 0.25656434893608093 (0.25656434893608093) | > loss_disc_real_5: 0.25223520398139954 (0.25223520398139954) | > loss_0: 2.2581160068511963 (2.2581160068511963) | > loss_gen: 2.742321014404297 (2.742321014404297) | > loss_kl: 3.8264074325561523 (3.8264074325561523) | > loss_feat: 6.891701698303223 (6.891701698303223) | > loss_mel: 17.1887149810791 (17.1887149810791) | > loss_duration: 2.4269356727600098 (2.4269356727600098) | > loss_1: 33.076080322265625 (33.076080322265625)  --> STEP: 2 | > loss_disc: 2.3239922523498535 (2.291054129600525) | > loss_disc_real_0: 0.07841469347476959 (0.08696074038743973) | > loss_disc_real_1: 0.22440393269062042 (0.23204943537712097) | > loss_disc_real_2: 0.2611173391342163 (0.22214050590991974) | > loss_disc_real_3: 0.25895044207572937 (0.2613263726234436) | > loss_disc_real_4: 0.2347852885723114 (0.24567481875419617) | > loss_disc_real_5: 0.2332335263490677 (0.2427343651652336) | > loss_0: 2.3239922523498535 (2.291054129600525) | > loss_gen: 2.494964599609375 (2.618642807006836) | > loss_kl: 2.9316866397857666 (3.3790470361709595) | > loss_feat: 6.361355304718018 (6.62652850151062) | > loss_mel: 19.3052978515625 (18.2470064163208) | > loss_duration: 2.4803919792175293 (2.4536638259887695) | > loss_1: 33.57369613647461 (33.32488822937012)  --> STEP: 3 | > loss_disc: 2.3348464965820312 (2.305651585261027) | > loss_disc_real_0: 0.15573978424072266 (0.10988708833853404) | > loss_disc_real_1: 0.1635405272245407 (0.2092131326595942) | > loss_disc_real_2: 0.24798732995986938 (0.2307561139265696) | > loss_disc_real_3: 0.2496294379234314 (0.2574273943901062) | > loss_disc_real_4: 0.3081689774990082 (0.26650620500246686) | > loss_disc_real_5: 0.29584720730781555 (0.2604386458794276) | > loss_0: 2.3348464965820312 (2.305651585261027) | > loss_gen: 2.5954926013946533 (2.610926071802775) | > loss_kl: 3.76963472366333 (3.5092429320017495) | > loss_feat: 5.5023908615112305 (6.251815954844157) | > loss_mel: 17.829254150390625 (18.107755661010742) | > loss_duration: 2.3286213874816895 (2.411983013153076) | > loss_1: 32.025394439697266 (32.8917236328125)  --> STEP: 4 | > loss_disc: 2.4856221675872803 (2.3506442308425903) | > loss_disc_real_0: 0.16016431152820587 (0.122456394135952) | > loss_disc_real_1: 0.2659754455089569 (0.2234037108719349) | > loss_disc_real_2: 0.25893503427505493 (0.23780084401369095) | > loss_disc_real_3: 0.321230947971344 (0.27337828278541565) | > loss_disc_real_4: 0.25372183322906494 (0.26331011205911636) | > loss_disc_real_5: 0.2742067277431488 (0.2638806663453579) | > loss_0: 2.4856221675872803 (2.3506442308425903) | > loss_gen: 2.553400993347168 (2.5965448021888733) | > loss_kl: 3.4112040996551514 (3.4847332239151) | > loss_feat: 5.662199020385742 (6.104411721229553) | > loss_mel: 16.84469223022461 (17.79198980331421) | > loss_duration: 2.412874698638916 (2.412205934524536) | > loss_1: 30.884370803833008 (32.38988542556763)  --> STEP: 5 | > loss_disc: 2.352055788040161 (2.3509265422821044) | > loss_disc_real_0: 0.16108761727809906 (0.1301826387643814) | > loss_disc_real_1: 0.26694685220718384 (0.23211233913898469) | > loss_disc_real_2: 0.18773415684700012 (0.2277875065803528) | > loss_disc_real_3: 0.22782938182353973 (0.26426850259304047) | > loss_disc_real_4: 0.2624424397945404 (0.2631365776062012) | > loss_disc_real_5: 0.1885179579257965 (0.2488081246614456) | > loss_0: 2.352055788040161 (2.3509265422821044) | > loss_gen: 2.5563650131225586 (2.5885088443756104) | > loss_kl: 2.69675350189209 (3.327137279510498) | > loss_feat: 7.196664810180664 (6.322862339019776) | > loss_mel: 18.630306243896484 (17.959653091430663) | > loss_duration: 2.392860174179077 (2.4083367824554442) | > loss_1: 33.47294998168945 (32.606498336791994)  --> STEP: 6 | > loss_disc: 2.3943932056427 (2.358170986175537) | > loss_disc_real_0: 0.13872891664505005 (0.13160701841115952) | > loss_disc_real_1: 0.3303984999656677 (0.24849336594343185) | > loss_disc_real_2: 0.1924680918455124 (0.2219009374578794) | > loss_disc_real_3: 0.25658807158470154 (0.2629884307583173) | > loss_disc_real_4: 0.22460748255252838 (0.2567150617639224) | > loss_disc_real_5: 0.20910310745239258 (0.2421906217932701) | > loss_0: 2.3943932056427 (2.358170986175537) | > loss_gen: 2.4259965419769287 (2.5614234606424966) | > loss_kl: 3.1103811264038086 (3.2910112539927163) | > loss_feat: 5.841583251953125 (6.242649157842) | > loss_mel: 18.2210750579834 (18.003223419189453) | > loss_duration: 2.144388437271118 (2.36434539159139) | > loss_1: 31.743423461914062 (32.46265252431234)  --> STEP: 7 | > loss_disc: 2.401982307434082 (2.3644297463553294) | > loss_disc_real_0: 0.16495004296302795 (0.13637030763285501) | > loss_disc_real_1: 0.2488061636686325 (0.24853805133274623) | > loss_disc_real_2: 0.24075554311275482 (0.224594452551433) | > loss_disc_real_3: 0.25556680560112 (0.2619281985930034) | > loss_disc_real_4: 0.21578353643417358 (0.2508677010025297) | > loss_disc_real_5: 0.17670190334320068 (0.23283509058611734) | > loss_0: 2.401982307434082 (2.3644297463553294) | > loss_gen: 2.36372447013855 (2.5331807477133617) | > loss_kl: 4.44426155090332 (3.455761296408517) | > loss_feat: 6.382311820983887 (6.26260096686227) | > loss_mel: 17.950529098510742 (17.995695659092494) | > loss_duration: 2.5370192527770996 (2.3890130860464915) | > loss_1: 33.6778450012207 (32.63625144958496)  --> STEP: 8 | > loss_disc: 2.497871160507202 (2.3811099231243134) | > loss_disc_real_0: 0.1725929081439972 (0.14089813269674778) | > loss_disc_real_1: 0.21375243365764618 (0.24418984912335873) | > loss_disc_real_2: 0.1408611387014389 (0.21412778832018375) | > loss_disc_real_3: 0.21351788938045502 (0.25587690994143486) | > loss_disc_real_4: 0.2106395959854126 (0.24583918787539005) | > loss_disc_real_5: 0.27762123942375183 (0.23843335919082165) | > loss_0: 2.497871160507202 (2.3811099231243134) | > loss_gen: 2.270012617111206 (2.500284731388092) | > loss_kl: 2.8677937984466553 (3.3822653591632843) | > loss_feat: 8.697582244873047 (6.566973626613617) | > loss_mel: 16.784008026123047 (17.844234704971313) | > loss_duration: 2.2817795276641846 (2.375608891248703) | > loss_1: 32.90117645263672 (32.66936707496643)  --> STEP: 9 | > loss_disc: 2.1477911472320557 (2.35518561469184) | > loss_disc_real_0: 0.11962030827999115 (0.1385339299837748) | > loss_disc_real_1: 0.3221646547317505 (0.25285371641318005) | > loss_disc_real_2: 0.20079223811626434 (0.21264606051974827) | > loss_disc_real_3: 0.256507933139801 (0.2559470236301422) | > loss_disc_real_4: 0.21748067438602448 (0.2426882419321272) | > loss_disc_real_5: 0.2579611539840698 (0.2406031141678492) | > loss_0: 2.1477911472320557 (2.35518561469184) | > loss_gen: 3.186521530151367 (2.5765332645840116) | > loss_kl: 2.3859033584594727 (3.271558470196194) | > loss_feat: 10.728225708007812 (7.029334968990749) | > loss_mel: 19.41122055053711 (18.018344243367512) | > loss_duration: 2.163912296295166 (2.352087047364977) | > loss_1: 37.87578201293945 (33.2478576236301)  --> STEP: 10 | > loss_disc: 2.5884125232696533 (2.3785083055496217) | > loss_disc_real_0: 0.26686370372772217 (0.15136690735816954) | > loss_disc_real_1: 0.2110806405544281 (0.24867640882730485) | > loss_disc_real_2: 0.2666500508785248 (0.2180464595556259) | > loss_disc_real_3: 0.2985877990722656 (0.26021110117435453) | > loss_disc_real_4: 0.25011080503463745 (0.24343049824237822) | > loss_disc_real_5: 0.2303038090467453 (0.23957318365573882) | > loss_0: 2.5884125232696533 (2.3785083055496217) | > loss_gen: 2.5484354496002197 (2.573723483085632) | > loss_kl: 2.8838374614715576 (3.2327863693237306) | > loss_feat: 6.737881660461426 (7.000189638137817) | > loss_mel: 16.310089111328125 (17.847518730163575) | > loss_duration: 2.409067153930664 (2.3577850580215456) | > loss_1: 30.889310836791992 (33.01200294494629)  --> STEP: 11 | > loss_disc: 2.468376398086548 (2.3866781321438877) | > loss_disc_real_0: 0.13940559327602386 (0.15027951516888358) | > loss_disc_real_1: 0.22200150787830353 (0.24625141783194107) | > loss_disc_real_2: 0.26877838373184204 (0.22265845266255466) | > loss_disc_real_3: 0.28599995374679565 (0.26255554231730377) | > loss_disc_real_4: 0.2735308110713959 (0.24616689031774347) | > loss_disc_real_5: 0.27575403451919556 (0.24286235191605307) | > loss_0: 2.468376398086548 (2.3866781321438877) | > loss_gen: 2.5501708984375 (2.5715823390267114) | > loss_kl: 3.7034482955932617 (3.275573817166415) | > loss_feat: 5.655073642730713 (6.877906365828081) | > loss_mel: 16.82888412475586 (17.754915584217418) | > loss_duration: 2.495607376098633 (2.370314359664917) | > loss_1: 31.233184814453125 (32.85029220581055)  --> STEP: 12 | > loss_disc: 2.450637102127075 (2.392008046309153) | > loss_disc_real_0: 0.14498747885227203 (0.1498385121424993) | > loss_disc_real_1: 0.20474451780319214 (0.242792509496212) | > loss_disc_real_2: 0.3063395321369171 (0.22963187595208487) | > loss_disc_real_3: 0.2890172302722931 (0.26476068298021954) | > loss_disc_real_4: 0.2907669246196747 (0.24988355984290442) | > loss_disc_real_5: 0.26098185777664185 (0.2443723107377688) | > loss_0: 2.450637102127075 (2.392008046309153) | > loss_gen: 2.6785764694213867 (2.5804985165596013) | > loss_kl: 2.2944250106811523 (3.1938114166259766) | > loss_feat: 6.118525505065918 (6.814624627431233) | > loss_mel: 16.506511688232422 (17.65088192621867) | > loss_duration: 2.236827850341797 (2.3591904838879905) | > loss_1: 29.83486557006836 (32.59900665283203)  --> STEP: 13 | > loss_disc: 2.514261245727539 (2.401412138572106) | > loss_disc_real_0: 0.11674590408802032 (0.14729292690753937) | > loss_disc_real_1: 0.35225582122802734 (0.2512127642448132) | > loss_disc_real_2: 0.19157427549362183 (0.2267043682245108) | > loss_disc_real_3: 0.30370768904685974 (0.26775660652380723) | > loss_disc_real_4: 0.2822158634662628 (0.2523706601216243) | > loss_disc_real_5: 0.30067625641822815 (0.24870338348241952) | > loss_0: 2.514261245727539 (2.401412138572106) | > loss_gen: 2.6683871746063232 (2.587259182563195) | > loss_kl: 2.97223162651062 (3.176766817386334) | > loss_feat: 8.288207054138184 (6.927977121793306) | > loss_mel: 17.0501766204834 (17.604673825777493) | > loss_duration: 2.282244920730591 (2.3532715944143443) | > loss_1: 33.26124572753906 (32.64994812011719)  --> STEP: 14 | > loss_disc: 2.30704927444458 (2.3946719339915683) | > loss_disc_real_0: 0.1291658580303192 (0.1459981362734522) | > loss_disc_real_1: 0.2572040259838104 (0.25164071151188444) | > loss_disc_real_2: 0.2513805031776428 (0.22846694929259165) | > loss_disc_real_3: 0.315071165561676 (0.271136217883655) | > loss_disc_real_4: 0.23480552434921265 (0.251116007566452) | > loss_disc_real_5: 0.22164936363697052 (0.24677095349345887) | > loss_0: 2.30704927444458 (2.3946719339915683) | > loss_gen: 2.6887643337249756 (2.5945095505033224) | > loss_kl: 3.6951472759246826 (3.213793992996216) | > loss_feat: 5.992534637451172 (6.861159801483154) | > loss_mel: 16.79416275024414 (17.54678017752511) | > loss_duration: 2.409090995788574 (2.3572586945125034) | > loss_1: 31.579700469970703 (32.57350185939244)  --> STEP: 15 | > loss_disc: 2.249340295791626 (2.3849831581115724) | > loss_disc_real_0: 0.14757472276687622 (0.14610324203968048) | > loss_disc_real_1: 0.2442447543144226 (0.25114764769872033) | > loss_disc_real_2: 0.1835426539182663 (0.22547199626763662) | > loss_disc_real_3: 0.2076060026884079 (0.26690087020397185) | > loss_disc_real_4: 0.1807103157043457 (0.24642229477564495) | > loss_disc_real_5: 0.16355839371681213 (0.2412234495083491) | > loss_0: 2.249340295791626 (2.3849831581115724) | > loss_gen: 2.5739974975585938 (2.593142080307007) | > loss_kl: 3.7195987701416016 (3.247514311472575) | > loss_feat: 8.972465515136719 (7.001913515726725) | > loss_mel: 19.10386085510254 (17.650585556030272) | > loss_duration: 2.4076967239379883 (2.3606212298075357) | > loss_1: 36.777618408203125 (32.85377629597982)  --> STEP: 16 | > loss_disc: 2.5358774662017822 (2.3944140523672104) | > loss_disc_real_0: 0.21232914924621582 (0.15024236124008894) | > loss_disc_real_1: 0.22923023998737335 (0.24977780971676114) | > loss_disc_real_2: 0.23542159795761108 (0.22609384637326002) | > loss_disc_real_3: 0.2648688554763794 (0.26677386928349733) | > loss_disc_real_4: 0.2676674425601959 (0.24775011651217937) | > loss_disc_real_5: 0.3036658465862274 (0.2451260993257165) | > loss_0: 2.5358774662017822 (2.3944140523672104) | > loss_gen: 2.457672119140625 (2.5846752077341084) | > loss_kl: 3.226696252822876 (3.2462131828069687) | > loss_feat: 8.264227867126465 (7.080808162689209) | > loss_mel: 15.600332260131836 (17.52244472503662) | > loss_duration: 2.4428796768188477 (2.365762382745743) | > loss_1: 31.991806030273438 (32.79990315437317)  --> STEP: 17 | > loss_disc: 2.519594669342041 (2.401777618071612) | > loss_disc_real_0: 0.13851876556873322 (0.1495527379653033) | > loss_disc_real_1: 0.24477334320545197 (0.24948342933374293) | > loss_disc_real_2: 0.1897527575492859 (0.22395613526596742) | > loss_disc_real_3: 0.22170400619506836 (0.26412270086653095) | > loss_disc_real_4: 0.27598127722740173 (0.24941077302483952) | > loss_disc_real_5: 0.29064685106277466 (0.24780379060436697) | > loss_0: 2.519594669342041 (2.401777618071612) | > loss_gen: 2.3326263427734375 (2.5698488039128926) | > loss_kl: 2.389540195465088 (3.195820654139799) | > loss_feat: 5.672384738922119 (6.997959725997028) | > loss_mel: 17.250682830810547 (17.50645873125862) | > loss_duration: 2.4228930473327637 (2.369123010074391) | > loss_1: 30.068126678466797 (32.639210420496326)  --> STEP: 18 | > loss_disc: 2.376173496246338 (2.400355166859097) | > loss_disc_real_0: 0.12320012599229813 (0.14808870396680301) | > loss_disc_real_1: 0.24067524075508118 (0.24899408552381727) | > loss_disc_real_2: 0.14938406646251678 (0.2198132425546646) | > loss_disc_real_3: 0.28934991359710693 (0.26552421268489623) | > loss_disc_real_4: 0.191610187292099 (0.2461996293730206) | > loss_disc_real_5: 0.22794181108474731 (0.24670034729772145) | > loss_0: 2.376173496246338 (2.400355166859097) | > loss_gen: 2.5055370330810547 (2.566275927755568) | > loss_kl: 2.8177218437194824 (3.1748151646720038) | > loss_feat: 8.769060134887695 (7.0963541931576195) | > loss_mel: 18.214616775512695 (17.54580084482829) | > loss_duration: 2.2390098571777344 (2.3618945015801325) | > loss_1: 34.54594802856445 (32.74514028761122)  --> STEP: 19 | > loss_disc: 2.580934762954712 (2.409859356127287) | > loss_disc_real_0: 0.2507009506225586 (0.15348934852763227) | > loss_disc_real_1: 0.244735985994339 (0.24876997502226578) | > loss_disc_real_2: 0.22569537162780762 (0.22012282829535634) | > loss_disc_real_3: 0.3222094476222992 (0.2685076461026543) | > loss_disc_real_4: 0.2876053750514984 (0.24837887914557205) | > loss_disc_real_5: 0.2938160300254822 (0.24918012007286675) | > loss_0: 2.580934762954712 (2.409859356127287) | > loss_gen: 2.8297266960144043 (2.580141757663928) | > loss_kl: 2.3798179626464844 (3.132973206670661) | > loss_feat: 7.028783321380615 (7.092797831485146) | > loss_mel: 16.99915885925293 (17.517030214008532) | > loss_duration: 2.3481621742248535 (2.361171747508802) | > loss_1: 31.585649490356445 (32.68411445617676)  --> STEP: 20 | > loss_disc: 2.4194021224975586 (2.410336494445801) | > loss_disc_real_0: 0.16300423443317413 (0.15396509282290935) | > loss_disc_real_1: 0.2285338044166565 (0.24775816649198532) | > loss_disc_real_2: 0.2541348338127136 (0.22182342857122422) | > loss_disc_real_3: 0.23947228491306305 (0.26705587804317477) | > loss_disc_real_4: 0.27786785364151 (0.24985332787036896) | > loss_disc_real_5: 0.2417413741350174 (0.24880818277597427) | > loss_0: 2.4194021224975586 (2.410336494445801) | > loss_gen: 2.572036027908325 (2.579736471176148) | > loss_kl: 2.4249980449676514 (3.0975744485855103) | > loss_feat: 6.610531806945801 (7.068684530258179) | > loss_mel: 18.444997787475586 (17.563428592681884) | > loss_duration: 2.3297536373138428 (2.359600841999054) | > loss_1: 32.38231658935547 (32.669024562835695)  --> STEP: 21 | > loss_disc: 2.4143762588500977 (2.4105288641793385) | > loss_disc_real_0: 0.17607007920742035 (0.15501771122217178) | > loss_disc_real_1: 0.21056963503360748 (0.24598728404158637) | > loss_disc_real_2: 0.22819983959197998 (0.2221270671912602) | > loss_disc_real_3: 0.25289127230644226 (0.2663813730080922) | > loss_disc_real_4: 0.25883111357688904 (0.25028084147544133) | > loss_disc_real_5: 0.21493525803089142 (0.24719518635954177) | > loss_0: 2.4143762588500977 (2.4105288641793385) | > loss_gen: 2.317490577697754 (2.5672485714867004) | > loss_kl: 1.6965621709823608 (3.0308595782234553) | > loss_feat: 5.203947067260742 (6.979887508210682) | > loss_mel: 14.806154251098633 (17.432129814511253) | > loss_duration: 2.1843137741088867 (2.3512538387661888) | > loss_1: 26.20846939086914 (32.36137907845633)  --> STEP: 22 | > loss_disc: 2.3098182678222656 (2.4059511097994712) | > loss_disc_real_0: 0.17671573162078857 (0.15600398487665437) | > loss_disc_real_1: 0.26571977138519287 (0.24688421528447757) | > loss_disc_real_2: 0.1699962615966797 (0.21975748511877927) | > loss_disc_real_3: 0.21568909287452698 (0.26407717845656653) | > loss_disc_real_4: 0.22146065533161163 (0.24897083301435818) | > loss_disc_real_5: 0.2829847037792206 (0.2488219826058908) | > loss_0: 2.3098182678222656 (2.4059511097994712) | > loss_gen: 2.7596044540405273 (2.575992020693693) | > loss_kl: 2.488840341567993 (3.006222340193662) | > loss_feat: 6.515896320343018 (6.958796999671242) | > loss_mel: 17.394794464111328 (17.430432753129438) | > loss_duration: 2.2422266006469727 (2.3462980552153154) | > loss_1: 31.401363372802734 (32.31774200092662)  --> STEP: 23 | > loss_disc: 2.466324806213379 (2.408576053121815) | > loss_disc_real_0: 0.1445586383342743 (0.1555063611139422) | > loss_disc_real_1: 0.23933914303779602 (0.24655616866505664) | > loss_disc_real_2: 0.2500896155834198 (0.2210762733998506) | > loss_disc_real_3: 0.2970377802848816 (0.2655102481012759) | > loss_disc_real_4: 0.28702956438064575 (0.25062556046506634) | > loss_disc_real_5: 0.30615973472595215 (0.2513149283502413) | > loss_0: 2.466324806213379 (2.408576053121815) | > loss_gen: 2.7637784481048584 (2.5841566479724394) | > loss_kl: 3.5178232192993164 (3.028465856676516) | > loss_feat: 5.846033573150635 (6.910415981126868) | > loss_mel: 17.482685089111328 (17.432704593824305) | > loss_duration: 2.282675266265869 (2.343531847000122) | > loss_1: 31.892995834350586 (32.299274776292876)  --> STEP: 24 | > loss_disc: 2.412158727645874 (2.408725331226984) | > loss_disc_real_0: 0.20212514698505402 (0.15744881052523854) | > loss_disc_real_1: 0.26723936200141907 (0.24741796838740507) | > loss_disc_real_2: 0.21064908802509308 (0.22064180734256902) | > loss_disc_real_3: 0.2264774590730667 (0.2638838818917672) | > loss_disc_real_4: 0.2029937505722046 (0.24864090171953043) | > loss_disc_real_5: 0.1979338824748993 (0.24909071810543537) | > loss_0: 2.412158727645874 (2.408725331226984) | > loss_gen: 2.4467594623565674 (2.5784317652384448) | > loss_kl: 2.8342432975769043 (3.0203732500473657) | > loss_feat: 6.074378490447998 (6.875581085681915) | > loss_mel: 15.339885711669922 (17.34550380706787) | > loss_duration: 2.442089319229126 (2.347638408342997) | > loss_1: 29.137357711791992 (32.16752823193867)  --> STEP: 25 | > loss_disc: 2.6594183444976807 (2.418753051757812) | > loss_disc_real_0: 0.1673293113708496 (0.157844030559063) | > loss_disc_real_1: 0.23478585481643677 (0.24691268384456636) | > loss_disc_real_2: 0.16824910044670105 (0.2185460990667343) | > loss_disc_real_3: 0.27923035621643066 (0.26449774086475375) | > loss_disc_real_4: 0.27154481410980225 (0.2495570582151413) | > loss_disc_real_5: 0.29289186000823975 (0.2508427637815476) | > loss_0: 2.6594183444976807 (2.418753051757812) | > loss_gen: 2.2084121704101562 (2.563630981445313) | > loss_kl: 3.155791759490967 (3.02578999042511) | > loss_feat: 4.727950096130371 (6.789675846099853) | > loss_mel: 12.040107727050781 (17.133287963867186) | > loss_duration: 2.4639945030212402 (2.352292652130127) | > loss_1: 24.596256256103516 (31.864677352905264)  --> STEP: 26 | > loss_disc: 2.5219178199768066 (2.4227209274585424) | > loss_disc_real_0: 0.12399642169475555 (0.15654219944889733) | > loss_disc_real_1: 0.4885825514793396 (0.25620767875359607) | > loss_disc_real_2: 0.14279834926128387 (0.215632724074217) | > loss_disc_real_3: 0.13849100470542908 (0.25965132793554896) | > loss_disc_real_4: 0.07991597801446915 (0.24303240128434622) | > loss_disc_real_5: 0.18678626418113708 (0.24837905225845486) | > loss_0: 2.5219178199768066 (2.4227209274585424) | > loss_gen: 2.549168586730957 (2.563074735494761) | > loss_kl: 2.6242868900299072 (3.0103475634868326) | > loss_feat: 13.651190757751465 (7.053580265778762) | > loss_mel: 20.740917205810547 (17.27204293471116) | > loss_duration: 2.296969413757324 (2.3501648352696347) | > loss_1: 41.86253356933594 (32.24921028430644) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025937465521005485 (+6.237396827110881e-05) | > avg_loss_disc: 2.4227209274585424 (-0.04225620856651968) | > avg_loss_disc_real_0: 0.15654219944889733 (+0.01479351907395407) | > avg_loss_disc_real_1: 0.25620767875359607 (+0.09400893719150469) | > avg_loss_disc_real_2: 0.215632724074217 (-0.039036601208723515) | > avg_loss_disc_real_3: 0.25965132793554896 (+0.016900248825550107) | > avg_loss_disc_real_4: 0.24303240128434622 (+0.01372112763615757) | > avg_loss_disc_real_5: 0.24837905225845486 (+0.0025202752305911458) | > avg_loss_0: 2.4227209274585424 (-0.04225620856651968) | > avg_loss_gen: 2.563074735494761 (+0.31626616532985974) | > avg_loss_kl: 3.0103475634868326 (-0.0793401140433092) | > avg_loss_feat: 7.053580265778762 (+0.43142582820012) | > avg_loss_mel: 17.27204293471116 (+0.13161409818208725) | > avg_loss_duration: 2.3501648352696347 (-0.011643097950861936) | > avg_loss_1: 32.24921028430644 (+0.788323035606961)  > EPOCH: 918/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:56:50)   --> TIME: 2024-06-12 07:56:54 -- STEP: 9/330 -- GLOBAL_STEP: 390950 | > loss_disc: 2.3937668800354004 (2.351385646396213) | > loss_disc_real_0: 0.09852932393550873 (0.09436482646399075) | > loss_disc_real_1: 0.1583988219499588 (0.20327603816986084) | > loss_disc_real_2: 0.23597514629364014 (0.21333729724089304) | > loss_disc_real_3: 0.24218997359275818 (0.23235935966173807) | > loss_disc_real_4: 0.24479316174983978 (0.23383490410115984) | > loss_disc_real_5: 0.2465657889842987 (0.22778052588303885) | > loss_0: 2.3937668800354004 (2.351385646396213) | > grad_norm_0: tensor(6.4179, device='cuda:0') (tensor(7.7782, device='cuda:0')) | > loss_gen: 2.451059341430664 (2.4879013697306314) | > loss_kl: 2.0155961513519287 (1.9009731610616047) | > loss_feat: 6.767249584197998 (6.926827059851752) | > loss_mel: 17.536666870117188 (17.432566748725044) | > loss_duration: 2.0601251125335693 (2.084945970111423) | > loss_1: 30.83069610595703 (30.833214230007595) | > grad_norm_1: tensor(58.3559, device='cuda:0') (tensor(67.9006, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3389 (0.3615501986609565) | > loader_time: 0.0029 (0.0029856628841824)  --> TIME: 2024-06-12 07:57:03 -- STEP: 34/330 -- GLOBAL_STEP: 390975 | > loss_disc: 2.273798942565918 (2.333665798692142) | > loss_disc_real_0: 0.06832107901573181 (0.09990289862103321) | > loss_disc_real_1: 0.1783842146396637 (0.19754213401499918) | > loss_disc_real_2: 0.19124214351177216 (0.2097502407782218) | > loss_disc_real_3: 0.24157926440238953 (0.23069700511062846) | > loss_disc_real_4: 0.21467529237270355 (0.228654542390038) | > loss_disc_real_5: 0.1922428458929062 (0.22300059304517858) | > loss_0: 2.273798942565918 (2.333665798692142) | > grad_norm_0: tensor(16.5881, device='cuda:0') (tensor(9.4682, device='cuda:0')) | > loss_gen: 2.378251552581787 (2.4909785635331096) | > loss_kl: 1.991955041885376 (1.9071068062501795) | > loss_feat: 7.206112384796143 (7.075994183035458) | > loss_mel: 17.016035079956055 (17.27133846282959) | > loss_duration: 1.9869415760040283 (1.995755861787235) | > loss_1: 30.57929801940918 (30.741174024694107) | > grad_norm_1: tensor(215.6772, device='cuda:0') (tensor(104.3075, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3524 (0.3579314245897181) | > loader_time: 0.0031 (0.0031623139100916244)  --> TIME: 2024-06-12 07:57:12 -- STEP: 59/330 -- GLOBAL_STEP: 391000 | > loss_disc: 2.347835063934326 (2.331408775458901) | > loss_disc_real_0: 0.13638556003570557 (0.10250444097791687) | > loss_disc_real_1: 0.2077040672302246 (0.19563969767699807) | > loss_disc_real_2: 0.23394817113876343 (0.2090970007544857) | > loss_disc_real_3: 0.21238777041435242 (0.22847177113516856) | > loss_disc_real_4: 0.21754415333271027 (0.22976905006473347) | > loss_disc_real_5: 0.2526586949825287 (0.22268696205090668) | > loss_0: 2.347835063934326 (2.331408775458901) | > grad_norm_0: tensor(6.0432, device='cuda:0') (tensor(9.5028, device='cuda:0')) | > loss_gen: 2.343771457672119 (2.4859939672179143) | > loss_kl: 2.2014966011047363 (1.9409057770745228) | > loss_feat: 6.419515132904053 (7.017596212484069) | > loss_mel: 16.698049545288086 (17.154281713194763) | > loss_duration: 1.9440162181854248 (1.9783531487998316) | > loss_1: 29.606847763061523 (30.57713101273876) | > grad_norm_1: tensor(64.3384, device='cuda:0') (tensor(102.2888, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3694 (0.35967835733446024) | > loader_time: 0.0033 (0.0033092256319724907) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_391000.pth  --> TIME: 2024-06-12 07:57:27 -- STEP: 84/330 -- GLOBAL_STEP: 391025 | > loss_disc: 2.383389472961426 (2.3439259614263257) | > loss_disc_real_0: 0.12463003396987915 (0.10436932977643751) | > loss_disc_real_1: 0.19560743868350983 (0.19593607492390133) | > loss_disc_real_2: 0.1603839248418808 (0.21008434732045447) | > loss_disc_real_3: 0.2468925565481186 (0.23023842842805953) | > loss_disc_real_4: 0.24542436003684998 (0.23121814731331097) | > loss_disc_real_5: 0.2556735873222351 (0.22384821517126902) | > loss_0: 2.383389472961426 (2.3439259614263257) | > grad_norm_0: tensor(17.9941, device='cuda:0') (tensor(8.9849, device='cuda:0')) | > loss_gen: 2.353989601135254 (2.4746941810562504) | > loss_kl: 2.0330026149749756 (1.9661657441230047) | > loss_feat: 6.847415447235107 (7.024772558893476) | > loss_mel: 16.588396072387695 (17.158653054918563) | > loss_duration: 2.0500454902648926 (1.9750325764928545) | > loss_1: 29.872848510742188 (30.59931823185512) | > grad_norm_1: tensor(149.0096, device='cuda:0') (tensor(97.9558, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3839 (0.37021472340538386) | > loader_time: 0.0046 (0.0035855997176397415)  --> TIME: 2024-06-12 07:57:37 -- STEP: 109/330 -- GLOBAL_STEP: 391050 | > loss_disc: 2.4502251148223877 (2.3435907560750966) | > loss_disc_real_0: 0.14035449922084808 (0.10578431007922243) | > loss_disc_real_1: 0.21012410521507263 (0.19557393581495372) | > loss_disc_real_2: 0.1939094513654709 (0.20980410510246908) | > loss_disc_real_3: 0.28282561898231506 (0.2299313274545407) | > loss_disc_real_4: 0.26878654956817627 (0.23129577387910372) | > loss_disc_real_5: 0.21365919709205627 (0.22276104303128128) | > loss_0: 2.4502251148223877 (2.3435907560750966) | > grad_norm_0: tensor(13.7960, device='cuda:0') (tensor(9.2366, device='cuda:0')) | > loss_gen: 2.449507713317871 (2.476641983067224) | > loss_kl: 2.066638231277466 (1.9833959516035307) | > loss_feat: 6.1247029304504395 (6.993444906462223) | > loss_mel: 16.61260414123535 (17.125411077376892) | > loss_duration: 1.9295612573623657 (1.9785574412127154) | > loss_1: 29.183013916015625 (30.557451458152283) | > grad_norm_1: tensor(61.0986, device='cuda:0') (tensor(92.9539, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.4034 (0.37354099203687197) | > loader_time: 0.0042 (0.0037313951264827624)  --> TIME: 2024-06-12 07:57:47 -- STEP: 134/330 -- GLOBAL_STEP: 391075 | > loss_disc: 2.3651750087738037 (2.3497041143588158) | > loss_disc_real_0: 0.11727958917617798 (0.10835492508068903) | > loss_disc_real_1: 0.17295792698860168 (0.19494201443088588) | > loss_disc_real_2: 0.2244054079055786 (0.21033326091606225) | > loss_disc_real_3: 0.2353821098804474 (0.22994667603008784) | > loss_disc_real_4: 0.22752594947814941 (0.23202156542397256) | > loss_disc_real_5: 0.23556144535541534 (0.22272574301086254) | > loss_0: 2.3651750087738037 (2.3497041143588158) | > grad_norm_0: tensor(8.3245, device='cuda:0') (tensor(8.9658, device='cuda:0')) | > loss_gen: 2.6012983322143555 (2.4772382636568437) | > loss_kl: 2.03216552734375 (1.9906969613103724) | > loss_feat: 7.50709342956543 (6.996076203104275) | > loss_mel: 17.27109146118164 (17.15246902295013) | > loss_duration: 2.0072569847106934 (1.983391622998821) | > loss_1: 31.41890525817871 (30.59987216209298) | > grad_norm_1: tensor(234.1461, device='cuda:0') (tensor(91.5493, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3592 (0.3744735557641556) | > loader_time: 0.0055 (0.0038147079410837657)  --> TIME: 2024-06-12 07:57:57 -- STEP: 159/330 -- GLOBAL_STEP: 391100 | > loss_disc: 2.3521132469177246 (2.3537225858220507) | > loss_disc_real_0: 0.08381091058254242 (0.11008779645997023) | > loss_disc_real_1: 0.21657055616378784 (0.19594131072737134) | > loss_disc_real_2: 0.17288261651992798 (0.21035932313721134) | > loss_disc_real_3: 0.18718396127223969 (0.2296579510160962) | > loss_disc_real_4: 0.2260114550590515 (0.23162424536246173) | > loss_disc_real_5: 0.22518226504325867 (0.22258074300469094) | > loss_0: 2.3521132469177246 (2.3537225858220507) | > grad_norm_0: tensor(18.8096, device='cuda:0') (tensor(9.4103, device='cuda:0')) | > loss_gen: 2.4058098793029785 (2.4723306316999514) | > loss_kl: 2.1935153007507324 (2.0016311122186523) | > loss_feat: 7.304967403411865 (6.984026507011748) | > loss_mel: 17.55077362060547 (17.14769638109506) | > loss_duration: 2.009922504425049 (1.9876855611801147) | > loss_1: 31.46498680114746 (30.593370233691715) | > grad_norm_1: tensor(195.2698, device='cuda:0') (tensor(100.5833, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3779 (0.37536814527691537) | > loader_time: 0.0049 (0.003914522674848449)  --> TIME: 2024-06-12 07:58:06 -- STEP: 184/330 -- GLOBAL_STEP: 391125 | > loss_disc: 2.3299930095672607 (2.3531317361023114) | > loss_disc_real_0: 0.09871046245098114 (0.11129664826085386) | > loss_disc_real_1: 0.1904420107603073 (0.1953329508719237) | > loss_disc_real_2: 0.1730988472700119 (0.21007573078184025) | > loss_disc_real_3: 0.2474091798067093 (0.23012204719302448) | > loss_disc_real_4: 0.2401108592748642 (0.23173674900570643) | > loss_disc_real_5: 0.23777936398983002 (0.22276559277721072) | > loss_0: 2.3299930095672607 (2.3531317361023114) | > grad_norm_0: tensor(11.9446, device='cuda:0') (tensor(9.6109, device='cuda:0')) | > loss_gen: 2.4977941513061523 (2.4735532986081155) | > loss_kl: 2.068294048309326 (2.0078246068695313) | > loss_feat: 7.538712024688721 (6.983803178953087) | > loss_mel: 16.477758407592773 (17.112506514010214) | > loss_duration: 2.0437283515930176 (1.9952113544163497) | > loss_1: 30.626285552978516 (30.572899009870447) | > grad_norm_1: tensor(157.2733, device='cuda:0') (tensor(106.4633, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.3925 (0.37665519507034967) | > loader_time: 0.0042 (0.004008469374283502)  --> TIME: 2024-06-12 07:58:17 -- STEP: 209/330 -- GLOBAL_STEP: 391150 | > loss_disc: 2.2551064491271973 (2.3581863864186863) | > loss_disc_real_0: 0.08848109841346741 (0.11316176591236055) | > loss_disc_real_1: 0.17162898182868958 (0.1950034463519685) | > loss_disc_real_2: 0.14730985462665558 (0.21082026757406847) | > loss_disc_real_3: 0.209049791097641 (0.23045868173455508) | > loss_disc_real_4: 0.23593775928020477 (0.2317587796010469) | > loss_disc_real_5: 0.2079641968011856 (0.22263831456312153) | > loss_0: 2.2551064491271973 (2.3581863864186863) | > grad_norm_0: tensor(11.9752, device='cuda:0') (tensor(10.5529, device='cuda:0')) | > loss_gen: 2.711543083190918 (2.4748807010468106) | > loss_kl: 2.066007614135742 (2.014072933835847) | > loss_feat: 8.058996200561523 (7.004622443440997) | > loss_mel: 17.093534469604492 (17.085303657933263) | > loss_duration: 2.0868680477142334 (2.003406160185782) | > loss_1: 32.01694869995117 (30.582285940361935) | > grad_norm_1: tensor(342.0349, device='cuda:0') (tensor(122.0327, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.4136 (0.379010523335215) | > loader_time: 0.0052 (0.004133477735747562)  --> TIME: 2024-06-12 07:58:27 -- STEP: 234/330 -- GLOBAL_STEP: 391175 | > loss_disc: 2.5057907104492188 (2.365053514130096) | > loss_disc_real_0: 0.09415324777364731 (0.11422894228026907) | > loss_disc_real_1: 0.2419513314962387 (0.1953063161454649) | > loss_disc_real_2: 0.2567795515060425 (0.21166284325031134) | > loss_disc_real_3: 0.2679419219493866 (0.23083798198873162) | > loss_disc_real_4: 0.27285635471343994 (0.23283358656952524) | > loss_disc_real_5: 0.24422794580459595 (0.2228453596178283) | > loss_0: 2.5057907104492188 (2.365053514130096) | > grad_norm_0: tensor(15.4354, device='cuda:0') (tensor(12.0937, device='cuda:0')) | > loss_gen: 2.560478687286377 (2.475538828434088) | > loss_kl: 1.927520990371704 (2.0184190115358076) | > loss_feat: 6.595396041870117 (6.99355588815151) | > loss_mel: 16.17388153076172 (17.051183614975347) | > loss_duration: 2.0889058113098145 (2.012964844194232) | > loss_1: 29.346181869506836 (30.551662167932232) | > grad_norm_1: tensor(306.2878, device='cuda:0') (tensor(142.3925, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.4181 (0.38233923198830366) | > loader_time: 0.0061 (0.0042828678065895045)  --> TIME: 2024-06-12 07:58:38 -- STEP: 259/330 -- GLOBAL_STEP: 391200 | > loss_disc: 2.3087880611419678 (2.3670365810394296) | > loss_disc_real_0: 0.131718710064888 (0.11659454469457556) | > loss_disc_real_1: 0.2050861120223999 (0.19570004738665916) | > loss_disc_real_2: 0.2187071144580841 (0.2116400854928153) | > loss_disc_real_3: 0.21395795047283173 (0.2303593192666654) | > loss_disc_real_4: 0.21985749900341034 (0.23284382295424413) | > loss_disc_real_5: 0.26710447669029236 (0.22189523107066578) | > loss_0: 2.3087880611419678 (2.3670365810394296) | > grad_norm_0: tensor(45.6896, device='cuda:0') (tensor(14.0786, device='cuda:0')) | > loss_gen: 2.487217903137207 (2.4750045947586705) | > loss_kl: 1.9980747699737549 (2.0227982399546494) | > loss_feat: 7.559798717498779 (6.98766313464485) | > loss_mel: 16.728944778442383 (16.99648683687894) | > loss_duration: 2.116124153137207 (2.0211145127602053) | > loss_1: 30.890159606933594 (30.5030673038085) | > grad_norm_1: tensor(616.9742, device='cuda:0') (tensor(165.2550, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.442 (0.3869878776285179) | > loader_time: 0.0062 (0.004436323541471859)  --> TIME: 2024-06-12 07:58:49 -- STEP: 284/330 -- GLOBAL_STEP: 391225 | > loss_disc: 2.414541721343994 (2.370436608791352) | > loss_disc_real_0: 0.14723843336105347 (0.11781678730490762) | > loss_disc_real_1: 0.18665459752082825 (0.195652577711243) | > loss_disc_real_2: 0.2167453020811081 (0.21180011583885675) | > loss_disc_real_3: 0.21198467910289764 (0.2304012332583818) | > loss_disc_real_4: 0.22641244530677795 (0.23285753631465872) | > loss_disc_real_5: 0.19648167490959167 (0.2219913292833617) | > loss_0: 2.414541721343994 (2.370436608791352) | > grad_norm_0: tensor(16.4344, device='cuda:0') (tensor(15.7042, device='cuda:0')) | > loss_gen: 2.426201820373535 (2.472009811602849) | > loss_kl: 2.118501901626587 (2.029644161462784) | > loss_feat: 6.227637767791748 (6.969558615080066) | > loss_mel: 16.64320182800293 (16.93296706172781) | > loss_duration: 2.133991003036499 (2.031009689603052) | > loss_1: 29.54953384399414 (30.435189321007527) | > grad_norm_1: tensor(94.8363, device='cuda:0') (tensor(187.4088, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.4536 (0.391907597931338) | > loader_time: 0.0058 (0.004573605429958293)  --> TIME: 2024-06-12 07:59:02 -- STEP: 309/330 -- GLOBAL_STEP: 391250 | > loss_disc: 2.495081901550293 (2.371430619249067) | > loss_disc_real_0: 0.15509144961833954 (0.11887925362943831) | > loss_disc_real_1: 0.19378280639648438 (0.19592049443027346) | > loss_disc_real_2: 0.22807611525058746 (0.21170305496859318) | > loss_disc_real_3: 0.23104006052017212 (0.23038128076247807) | > loss_disc_real_4: 0.2534778416156769 (0.23295801501829647) | > loss_disc_real_5: 0.26796042919158936 (0.22196113966815295) | > loss_0: 2.495081901550293 (2.371430619249067) | > grad_norm_0: tensor(43.0246, device='cuda:0') (tensor(16.5134, device='cuda:0')) | > loss_gen: 2.335357189178467 (2.4699177294487336) | > loss_kl: 2.038818359375 (2.034866507770946) | > loss_feat: 6.284136772155762 (6.973018690991942) | > loss_mel: 16.33477783203125 (16.883784016359193) | > loss_duration: 2.2238733768463135 (2.043133343307716) | > loss_1: 29.216964721679688 (30.40472026318794) | > grad_norm_1: tensor(514.9348, device='cuda:0') (tensor(206.9866, device='cuda:0')) | > current_lr_0: 0.00017831652368507063 | > current_lr_1: 0.00017831652368507063 | > step_time: 0.5052 (0.3984855455873854) | > loader_time: 0.0075 (0.0047367467849385786)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3822174072265625 (2.3822174072265625) | > loss_disc_real_0: 0.11588527262210846 (0.11588527262210846) | > loss_disc_real_1: 0.15943534672260284 (0.15943534672260284) | > loss_disc_real_2: 0.19505955278873444 (0.19505955278873444) | > loss_disc_real_3: 0.239618182182312 (0.239618182182312) | > loss_disc_real_4: 0.2466413974761963 (0.2466413974761963) | > loss_disc_real_5: 0.26457345485687256 (0.26457345485687256) | > loss_0: 2.3822174072265625 (2.3822174072265625) | > loss_gen: 2.2898240089416504 (2.2898240089416504) | > loss_kl: 2.2152576446533203 (2.2152576446533203) | > loss_feat: 6.071926116943359 (6.071926116943359) | > loss_mel: 14.881004333496094 (14.881004333496094) | > loss_duration: 3.176483154296875 (3.176483154296875) | > loss_1: 28.63449478149414 (28.63449478149414)  --> STEP: 1 | > loss_disc: 2.233393907546997 (2.233393907546997) | > loss_disc_real_0: 0.12937913835048676 (0.12937913835048676) | > loss_disc_real_1: 0.15940596163272858 (0.15940596163272858) | > loss_disc_real_2: 0.18836498260498047 (0.18836498260498047) | > loss_disc_real_3: 0.14921769499778748 (0.14921769499778748) | > loss_disc_real_4: 0.17661654949188232 (0.17661654949188232) | > loss_disc_real_5: 0.21042455732822418 (0.21042455732822418) | > loss_0: 2.233393907546997 (2.233393907546997) | > loss_gen: 2.2267909049987793 (2.2267909049987793) | > loss_kl: 2.9357221126556396 (2.9357221126556396) | > loss_feat: 6.380876064300537 (6.380876064300537) | > loss_mel: 17.524574279785156 (17.524574279785156) | > loss_duration: 2.5803537368774414 (2.5803537368774414) | > loss_1: 31.6483154296875 (31.6483154296875)  --> STEP: 2 | > loss_disc: 2.258122444152832 (2.2457581758499146) | > loss_disc_real_0: 0.09294092655181885 (0.1111600324511528) | > loss_disc_real_1: 0.172771155834198 (0.1660885587334633) | > loss_disc_real_2: 0.16803835332393646 (0.17820166796445847) | > loss_disc_real_3: 0.2782028019428253 (0.2137102484703064) | > loss_disc_real_4: 0.1623775064945221 (0.1694970279932022) | > loss_disc_real_5: 0.24098239839076996 (0.22570347785949707) | > loss_0: 2.258122444152832 (2.2457581758499146) | > loss_gen: 2.337214946746826 (2.2820029258728027) | > loss_kl: 3.333285093307495 (3.1345036029815674) | > loss_feat: 6.648058891296387 (6.514467477798462) | > loss_mel: 19.04238510131836 (18.283479690551758) | > loss_duration: 2.540907859802246 (2.5606307983398438) | > loss_1: 33.901851654052734 (32.77508354187012)  --> STEP: 3 | > loss_disc: 2.1399145126342773 (2.2104769547780356) | > loss_disc_real_0: 0.13991020619869232 (0.12074342370033264) | > loss_disc_real_1: 0.16271354258060455 (0.16496355334917703) | > loss_disc_real_2: 0.14866752922534943 (0.16835695505142212) | > loss_disc_real_3: 0.16984064877033234 (0.19908704857031503) | > loss_disc_real_4: 0.18400199711322784 (0.1743320176998774) | > loss_disc_real_5: 0.2741498053073883 (0.24185225367546082) | > loss_0: 2.1399145126342773 (2.2104769547780356) | > loss_gen: 2.505662441253662 (2.3565560976664224) | > loss_kl: 3.3125829696655273 (3.1938633918762207) | > loss_feat: 6.864994049072266 (6.6313096682230634) | > loss_mel: 17.286603927612305 (17.95118776957194) | > loss_duration: 2.3719353675842285 (2.497732321421305) | > loss_1: 32.34177780151367 (32.63064829508463)  --> STEP: 4 | > loss_disc: 2.394422769546509 (2.256463408470154) | > loss_disc_real_0: 0.15328949689865112 (0.12887994199991226) | > loss_disc_real_1: 0.17405851185321808 (0.1672372929751873) | > loss_disc_real_2: 0.18074612319469452 (0.17145424708724022) | > loss_disc_real_3: 0.2159433662891388 (0.20330112800002098) | > loss_disc_real_4: 0.1498868763446808 (0.16822073236107826) | > loss_disc_real_5: 0.22105854749679565 (0.23665382713079453) | > loss_0: 2.394422769546509 (2.256463408470154) | > loss_gen: 2.2620396614074707 (2.3329269886016846) | > loss_kl: 3.7870516777038574 (3.34216046333313) | > loss_feat: 5.999256134033203 (6.473296284675598) | > loss_mel: 17.395212173461914 (17.812193870544434) | > loss_duration: 2.4328651428222656 (2.4815155267715454) | > loss_1: 31.87642478942871 (32.442092418670654)  --> STEP: 5 | > loss_disc: 2.498551607131958 (2.304881048202515) | > loss_disc_real_0: 0.23777903616428375 (0.15065976083278657) | > loss_disc_real_1: 0.10195807367563248 (0.15418144911527634) | > loss_disc_real_2: 0.19145794212818146 (0.17545498609542848) | > loss_disc_real_3: 0.23713275790214539 (0.21006745398044585) | > loss_disc_real_4: 0.19555923342704773 (0.17368843257427216) | > loss_disc_real_5: 0.2090178281068802 (0.23112662732601166) | > loss_0: 2.498551607131958 (2.304881048202515) | > loss_gen: 2.19411039352417 (2.3051636695861815) | > loss_kl: 3.2466177940368652 (3.323051929473877) | > loss_feat: 6.355824947357178 (6.449802017211914) | > loss_mel: 18.91822052001953 (18.033399200439455) | > loss_duration: 2.3253073692321777 (2.450273895263672) | > loss_1: 33.04008102416992 (32.561690139770505)  --> STEP: 6 | > loss_disc: 2.2291576862335205 (2.292260487874349) | > loss_disc_real_0: 0.0901784598827362 (0.14057954400777817) | > loss_disc_real_1: 0.16847151517868042 (0.15656312679251036) | > loss_disc_real_2: 0.17738400399684906 (0.17577648907899857) | > loss_disc_real_3: 0.19501151144504547 (0.2075581302245458) | > loss_disc_real_4: 0.23086537420749664 (0.18321792284647623) | > loss_disc_real_5: 0.28547224402427673 (0.24018423010905585) | > loss_0: 2.2291576862335205 (2.292260487874349) | > loss_gen: 2.4017457962036133 (2.321260690689087) | > loss_kl: 2.7647523880004883 (3.230002005894979) | > loss_feat: 6.5033369064331055 (6.458724498748779) | > loss_mel: 18.46550750732422 (18.105417251586914) | > loss_duration: 2.2038769721984863 (2.409207741419474) | > loss_1: 32.33921813964844 (32.524611473083496)  --> STEP: 7 | > loss_disc: 2.4049394130706787 (2.3083574771881104) | > loss_disc_real_0: 0.16670864820480347 (0.14431227317878179) | > loss_disc_real_1: 0.19717112183570862 (0.1623642689415387) | > loss_disc_real_2: 0.2158721685409546 (0.18150444328784943) | > loss_disc_real_3: 0.24812094867229462 (0.2133528185742242) | > loss_disc_real_4: 0.23985309898853302 (0.1913086622953415) | > loss_disc_real_5: 0.2804113030433655 (0.24593095481395721) | > loss_0: 2.4049394130706787 (2.3083574771881104) | > loss_gen: 2.318676471710205 (2.3208915165492465) | > loss_kl: 4.483593940734863 (3.4090865680149625) | > loss_feat: 5.073202610015869 (6.260792800358364) | > loss_mel: 15.746190071105957 (17.768384797232493) | > loss_duration: 2.5593373775482178 (2.430654832295009) | > loss_1: 30.180999755859375 (32.189809799194336)  --> STEP: 8 | > loss_disc: 2.4962241649627686 (2.3318408131599426) | > loss_disc_real_0: 0.16568100452423096 (0.14698336459696293) | > loss_disc_real_1: 0.20141443610191345 (0.16724553983658552) | > loss_disc_real_2: 0.18901917338371277 (0.18244378454983234) | > loss_disc_real_3: 0.24109283089637756 (0.21682032011449337) | > loss_disc_real_4: 0.21119455993175507 (0.1937943994998932) | > loss_disc_real_5: 0.2854510247707367 (0.25087096355855465) | > loss_0: 2.4962241649627686 (2.3318408131599426) | > loss_gen: 2.2335567474365234 (2.3099746704101562) | > loss_kl: 3.079076051712036 (3.3678352534770966) | > loss_feat: 7.059443473815918 (6.360624134540558) | > loss_mel: 17.78105354309082 (17.769968390464783) | > loss_duration: 2.2885231971740723 (2.412888377904892) | > loss_1: 32.441654205322266 (32.22129034996033)  --> STEP: 9 | > loss_disc: 2.252309560775757 (2.3230040073394775) | > loss_disc_real_0: 0.1249745711684227 (0.1445379431049029) | > loss_disc_real_1: 0.12810681760311127 (0.16289679292175505) | > loss_disc_real_2: 0.16887730360031128 (0.18093639777766335) | > loss_disc_real_3: 0.2138408124446869 (0.2164892637067371) | > loss_disc_real_4: 0.20425187051296234 (0.19495634072356754) | > loss_disc_real_5: 0.24592559039592743 (0.25032147765159607) | > loss_0: 2.252309560775757 (2.3230040073394775) | > loss_gen: 2.3461532592773438 (2.3139945136176214) | > loss_kl: 2.4386608600616455 (3.264593654208713) | > loss_feat: 8.718988418579102 (6.622664610544841) | > loss_mel: 19.353721618652344 (17.94594097137451) | > loss_duration: 2.2129082679748535 (2.390668365690443) | > loss_1: 35.0704345703125 (32.53786192999946)  --> STEP: 10 | > loss_disc: 2.4756240844726562 (2.3382660150527954) | > loss_disc_real_0: 0.15893490612506866 (0.1459776394069195) | > loss_disc_real_1: 0.23941247165203094 (0.17054836079478264) | > loss_disc_real_2: 0.2401093989610672 (0.18685369789600373) | > loss_disc_real_3: 0.23457872867584229 (0.21829821020364762) | > loss_disc_real_4: 0.2326633781194687 (0.19872704446315764) | > loss_disc_real_5: 0.23171161115169525 (0.248460491001606) | > loss_0: 2.4756240844726562 (2.3382660150527954) | > loss_gen: 2.2097649574279785 (2.3035715579986573) | > loss_kl: 2.7155210971832275 (3.2096863985061646) | > loss_feat: 5.90626859664917 (6.551025009155273) | > loss_mel: 17.047029495239258 (17.856049823760987) | > loss_duration: 2.436980724334717 (2.3952996015548704) | > loss_1: 30.31556510925293 (32.3156322479248)  --> STEP: 11 | > loss_disc: 2.436750650405884 (2.347219163721258) | > loss_disc_real_0: 0.10187213867902756 (0.14196804843165658) | > loss_disc_real_1: 0.21312519907951355 (0.1744189824570309) | > loss_disc_real_2: 0.22055085003376007 (0.18991707536307248) | > loss_disc_real_3: 0.2556183636188507 (0.22169095142321152) | > loss_disc_real_4: 0.2628615200519562 (0.2045574513348666) | > loss_disc_real_5: 0.28565526008605957 (0.2518418336456472) | > loss_0: 2.436750650405884 (2.347219163721258) | > loss_gen: 2.291116237640381 (2.302439256147905) | > loss_kl: 3.63288950920105 (3.248159408569336) | > loss_feat: 6.386544227600098 (6.536072210832075) | > loss_mel: 17.3030948638916 (17.805781191045586) | > loss_duration: 2.5043182373046875 (2.4052103866230357) | > loss_1: 32.11796569824219 (32.29766256159002)  --> STEP: 12 | > loss_disc: 2.3208425045013428 (2.345021108786265) | > loss_disc_real_0: 0.06148528307676315 (0.1352611513187488) | > loss_disc_real_1: 0.14878328144550323 (0.1722826740394036) | > loss_disc_real_2: 0.20405063033103943 (0.19109487161040306) | > loss_disc_real_3: 0.2547732889652252 (0.224447812885046) | > loss_disc_real_4: 0.19257526099681854 (0.2035589354733626) | > loss_disc_real_5: 0.2208242118358612 (0.24925703182816505) | > loss_0: 2.3208425045013428 (2.345021108786265) | > loss_gen: 2.304028272628784 (2.3025716741879783) | > loss_kl: 2.2074081897735596 (3.1614301403363547) | > loss_feat: 6.714513778686523 (6.550942341486613) | > loss_mel: 17.408233642578125 (17.772652228673298) | > loss_duration: 2.260857343673706 (2.3931809663772583) | > loss_1: 30.895038604736328 (32.18077723185221)  --> STEP: 13 | > loss_disc: 2.488100051879883 (2.356027181331928) | > loss_disc_real_0: 0.18234093487262726 (0.1388826731305856) | > loss_disc_real_1: 0.22768452763557434 (0.1765443550852629) | > loss_disc_real_2: 0.23126214742660522 (0.19418466205780321) | > loss_disc_real_3: 0.22567784786224365 (0.22454243096021506) | > loss_disc_real_4: 0.18977396190166473 (0.2024985528909243) | > loss_disc_real_5: 0.24506428837776184 (0.24893451310121095) | > loss_0: 2.488100051879883 (2.356027181331928) | > loss_gen: 2.2062559127807617 (2.295162769464346) | > loss_kl: 3.2051563262939453 (3.164793693102323) | > loss_feat: 6.51362419128418 (6.548071714547964) | > loss_mel: 17.074342727661133 (17.718936113210823) | > loss_duration: 2.3364291191101074 (2.3888154396644006) | > loss_1: 31.33580780029297 (32.11577958327074)  --> STEP: 14 | > loss_disc: 2.4082322120666504 (2.359756112098694) | > loss_disc_real_0: 0.1595083475112915 (0.14035593558635032) | > loss_disc_real_1: 0.16491486132144928 (0.1757136769592762) | > loss_disc_real_2: 0.19359326362609863 (0.19414241931268147) | > loss_disc_real_3: 0.2107735425233841 (0.22355893892901285) | > loss_disc_real_4: 0.18856652081012726 (0.20150340774229594) | > loss_disc_real_5: 0.23802731931209564 (0.24815542783055985) | > loss_0: 2.4082322120666504 (2.359756112098694) | > loss_gen: 2.1077208518981934 (2.2817740610667636) | > loss_kl: 3.7288849353790283 (3.2050859246935164) | > loss_feat: 7.567131042480469 (6.620861666543143) | > loss_mel: 18.162803649902344 (17.75064093726022) | > loss_duration: 2.4227819442749023 (2.3912416185651506) | > loss_1: 33.989322662353516 (32.249604088919504)  --> STEP: 15 | > loss_disc: 2.5992746353149414 (2.3757240136464435) | > loss_disc_real_0: 0.22194260358810425 (0.14579504678646724) | > loss_disc_real_1: 0.2295243889093399 (0.17930105775594712) | > loss_disc_real_2: 0.23998595774173737 (0.19719865520795185) | > loss_disc_real_3: 0.23664087057113647 (0.22443106770515442) | > loss_disc_real_4: 0.21641410887241364 (0.20249745448430378) | > loss_disc_real_5: 0.21914318203926086 (0.24622127811113995) | > loss_0: 2.5992746353149414 (2.3757240136464435) | > loss_gen: 2.145615816116333 (2.272696844736735) | > loss_kl: 3.277900457382202 (3.209940226872762) | > loss_feat: 6.4107537269592285 (6.606854470570882) | > loss_mel: 15.086371421813965 (17.5730229695638) | > loss_duration: 2.4210877418518066 (2.3932313601175945) | > loss_1: 29.34172821044922 (32.055745697021486)  --> STEP: 16 | > loss_disc: 2.6902847290039062 (2.395384058356285) | > loss_disc_real_0: 0.21119937300682068 (0.14988281717523932) | > loss_disc_real_1: 0.22016948461532593 (0.1818553344346583) | > loss_disc_real_2: 0.2499656230211258 (0.20049659069627523) | > loss_disc_real_3: 0.3427506983280182 (0.2318260446190834) | > loss_disc_real_4: 0.23008176684379578 (0.20422147400677204) | > loss_disc_real_5: 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(3.142364221460679) | > loss_feat: 6.382580280303955 (6.621843898997588) | > loss_mel: 17.448726654052734 (17.47437589308795) | > loss_duration: 2.4503321647644043 (2.3996138292200424) | > loss_1: 31.086889266967773 (31.91371457716998)  --> STEP: 18 | > loss_disc: 2.4650988578796387 (2.407548334863451) | > loss_disc_real_0: 0.23147159814834595 (0.15874582653244337) | > loss_disc_real_1: 0.21973156929016113 (0.18374221233858) | > loss_disc_real_2: 0.17171116173267365 (0.19842499991257986) | > loss_disc_real_3: 0.2423497587442398 (0.23069319874048233) | > loss_disc_real_4: 0.19358663260936737 (0.20595210211144555) | > loss_disc_real_5: 0.310067743062973 (0.25151702099376255) | > loss_0: 2.4650988578796387 (2.407548334863451) | > loss_gen: 2.356765031814575 (2.280030714140998) | > loss_kl: 2.9170591831207275 (3.129847274886237) | > loss_feat: 7.101017475128174 (6.648464653227064) | > loss_mel: 14.487950325012207 (17.308463361528183) | > loss_duration: 2.3031668663024902 (2.394255664613512) | > loss_1: 29.16596031188965 (31.761061562432182)  --> STEP: 19 | > loss_disc: 2.6100850105285645 (2.4182081598984566) | > loss_disc_real_0: 0.22538578510284424 (0.16225319277299077) | > loss_disc_real_1: 0.2662491202354431 (0.18808468117525703) | > loss_disc_real_2: 0.20184999704360962 (0.19860526291947617) | > loss_disc_real_3: 0.23378492891788483 (0.23085592138139824) | > loss_disc_real_4: 0.25100821256637573 (0.20832347634591555) | > loss_disc_real_5: 0.2764998972415924 (0.25283190921733256) | > loss_0: 2.6100850105285645 (2.4182081598984566) | > loss_gen: 2.2088494300842285 (2.276284330769589) | > loss_kl: 2.5046350955963135 (3.0969413707130835) | > loss_feat: 4.312788009643555 (6.525534303564775) | > loss_mel: 12.8698091506958 (17.07484998201069) | > loss_duration: 2.426419258117676 (2.3959484853242574) | > loss_1: 24.32250213623047 (31.369558434737357)  --> STEP: 20 | > loss_disc: 2.4976954460144043 (2.422182524204254) | > loss_disc_real_0: 0.13756772875785828 (0.16101891957223416) | > loss_disc_real_1: 0.13198219239711761 (0.18527955673635005) | > loss_disc_real_2: 0.19833886623382568 (0.19859194308519362) | > loss_disc_real_3: 0.2985149025917053 (0.2342388704419136) | > loss_disc_real_4: 0.23474335670471191 (0.20964447036385536) | > loss_disc_real_5: 0.27484390139579773 (0.2539325088262558) | > loss_0: 2.4976954460144043 (2.422182524204254) | > loss_gen: 2.158738136291504 (2.270407021045685) | > loss_kl: 2.004255533218384 (3.0423070788383484) | > loss_feat: 6.193727493286133 (6.508943963050842) | > loss_mel: 19.85698699951172 (17.213956832885742) | > loss_duration: 2.306182384490967 (2.3914601802825928) | > loss_1: 32.51988983154297 (31.427075004577638)  --> STEP: 21 | > loss_disc: 2.5325729846954346 (2.4274392127990723) | > loss_disc_real_0: 0.1836889684200287 (0.16209844570784343) | > loss_disc_real_1: 0.24029281735420227 (0.18789923581339063) | > loss_disc_real_2: 0.16715647280216217 (0.1970950159288588) | > loss_disc_real_3: 0.24248842895030975 (0.23463170656136104) | > loss_disc_real_4: 0.20661112666130066 (0.20950002542563848) | > loss_disc_real_5: 0.27857449650764465 (0.25510593681108384) | > loss_0: 2.5325729846954346 (2.4274392127990723) | > loss_gen: 2.274286985397339 (2.2705917812529064) | > loss_kl: 2.827444314956665 (3.032075518653506) | > loss_feat: 6.355953693389893 (6.501658712114606) | > loss_mel: 14.80074691772461 (17.099042075020925) | > loss_duration: 2.2340285778045654 (2.3839634373074485) | > loss_1: 28.492460250854492 (31.287331444876536)  --> STEP: 22 | > loss_disc: 2.407442092895508 (2.4265302528034556) | > loss_disc_real_0: 0.22641021013259888 (0.1650217077271505) | > loss_disc_real_1: 0.2348773181438446 (0.19003460319204765) | > loss_disc_real_2: 0.13991707563400269 (0.19449601864272897) | > loss_disc_real_3: 0.2516418695449829 (0.2354048957878893) | > loss_disc_real_4: 0.22572727501392365 (0.21023762767965143) | > loss_disc_real_5: 0.2315514236688614 (0.254035277122801) | > loss_0: 2.407442092895508 (2.4265302528034556) | > loss_gen: 2.5536975860595703 (2.2834602269259365) | > loss_kl: 2.2981338500976562 (2.9987145337191494) | > loss_feat: 7.4889655113220215 (6.546536293896762) | > loss_mel: 16.942546844482422 (17.091928655450996) | > loss_duration: 2.2102057933807373 (2.3760653625835073) | > loss_1: 31.493549346923828 (31.296704985878684)  --> STEP: 23 | > loss_disc: 2.336432456970215 (2.4226129573324453) | > loss_disc_real_0: 0.11919659376144409 (0.16302931146777197) | > loss_disc_real_1: 0.2254013866186142 (0.19157228942798532) | > loss_disc_real_2: 0.2369983047246933 (0.19634394412455353) | > loss_disc_real_3: 0.24483178555965424 (0.23581476056057474) | > loss_disc_real_4: 0.16222155094146729 (0.2081499721692956) | > loss_disc_real_5: 0.19632107019424438 (0.2515259637780812) | > loss_0: 2.336432456970215 (2.4226129573324453) | > loss_gen: 2.3756933212280273 (2.28747036146081) | > loss_kl: 3.1107373237609863 (3.003585089807925) | > loss_feat: 6.618597030639648 (6.549669369407322) | > loss_mel: 18.11162757873535 (17.13626339124597) | > loss_duration: 2.301762580871582 (2.372834806856902) | > loss_1: 32.51841735839844 (31.349822915118672)  --> STEP: 24 | > loss_disc: 2.321125030517578 (2.418384293715159) | > loss_disc_real_0: 0.10192956775426865 (0.16048348881304267) | > loss_disc_real_1: 0.10804964601993561 (0.18809217928598324) | > loss_disc_real_2: 0.16361072659492493 (0.194980060060819) | > loss_disc_real_3: 0.14019890129566193 (0.2318307664245367) | > loss_disc_real_4: 0.16004739701747894 (0.20614569820463657) | > loss_disc_real_5: 0.1711624413728714 (0.2481774836778641) | > loss_0: 2.321125030517578 (2.418384293715159) | > loss_gen: 2.0557971000671387 (2.2778173089027405) | > loss_kl: 2.2157697677612305 (2.9707594513893127) | > loss_feat: 7.849325180053711 (6.603821694850922) | > loss_mel: 19.228181838989258 (17.22342665990194) | > loss_duration: 2.40824818611145 (2.3743103643258414) | > loss_1: 33.75732421875 (31.450135469436646)  --> STEP: 25 | > loss_disc: 2.451368808746338 (2.4197036743164064) | > loss_disc_real_0: 0.19653630256652832 (0.1619256013631821) | > loss_disc_real_1: 0.28487250208854675 (0.19196339219808578) | > loss_disc_real_2: 0.19828613102436066 (0.19511230289936066) | > loss_disc_real_3: 0.26646652817726135 (0.23321619689464568) | > loss_disc_real_4: 0.21777097880840302 (0.20661070942878723) | > loss_disc_real_5: 0.22803322970867157 (0.2473717135190964) | > loss_0: 2.451368808746338 (2.4197036743164064) | > loss_gen: 2.5638251304626465 (2.289257621765137) | > loss_kl: 3.4401495456695557 (2.9895350551605224) | > loss_feat: 5.524925231933594 (6.560665836334229) | > loss_mel: 13.958736419677734 (17.09283905029297) | > loss_duration: 2.431835412979126 (2.376611366271973) | > loss_1: 27.919471740722656 (31.308908920288086)  --> STEP: 26 | > loss_disc: 2.7250328063964844 (2.4314471024733324) | > loss_disc_real_0: 0.08136990666389465 (0.1588273054132095) | > loss_disc_real_1: 0.07966622710227966 (0.1876442704636317) | > loss_disc_real_2: 0.1749529391527176 (0.194336942755259) | > loss_disc_real_3: 0.25136831402778625 (0.23391435524592033) | > loss_disc_real_4: 0.12849804759025574 (0.2036063762811514) | > loss_disc_real_5: 0.1624666154384613 (0.24410613282368737) | > loss_0: 2.7250328063964844 (2.4314471024733324) | > loss_gen: 1.5524230003356934 (2.260917828633235) | > loss_kl: 2.334930419921875 (2.96435795380519) | > loss_feat: 8.262035369873047 (6.626103126085722) | > loss_mel: 19.478843688964844 (17.184608459472656) | > loss_duration: 2.3022916316986084 (2.373752914942228) | > loss_1: 33.93052291870117 (31.409740227919357) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025286582800058224 (-6.508827209472613e-05) | > avg_loss_disc: 2.4314471024733324 (+0.008726175014790005) | > avg_loss_disc_real_0: 0.1588273054132095 (+0.0022851059643121674) | > avg_loss_disc_real_1: 0.1876442704636317 (-0.06856340828996438) | > avg_loss_disc_real_2: 0.194336942755259 (-0.021295781318957985) | > avg_loss_disc_real_3: 0.23391435524592033 (-0.02573697268962863) | > avg_loss_disc_real_4: 0.2036063762811514 (-0.03942602500319481) | > avg_loss_disc_real_5: 0.24410613282368737 (-0.004272919434767486) | > avg_loss_0: 2.4314471024733324 (+0.008726175014790005) | > avg_loss_gen: 2.260917828633235 (-0.30215690686152596) | > avg_loss_kl: 2.96435795380519 (-0.04598960968164256) | > avg_loss_feat: 6.626103126085722 (-0.4274771396930399) | > avg_loss_mel: 17.184608459472656 (-0.08743447523850278) | > avg_loss_duration: 2.373752914942228 (+0.023588079672593132) | > avg_loss_1: 31.409740227919357 (-0.8394700563870856)  > EPOCH: 919/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 07:59:34)   --> TIME: 2024-06-12 07:59:37 -- STEP: 4/330 -- GLOBAL_STEP: 391275 | > loss_disc: 2.1838412284851074 (2.2523378133773804) | > loss_disc_real_0: 0.08900154381990433 (0.10454482026398182) | > loss_disc_real_1: 0.16002167761325836 (0.20563603937625885) | > loss_disc_real_2: 0.1931460201740265 (0.2000175192952156) | > loss_disc_real_3: 0.19854871928691864 (0.22374466061592102) | > loss_disc_real_4: 0.21814173460006714 (0.23028095811605453) | > loss_disc_real_5: 0.19856221973896027 (0.22448653727769852) | > loss_0: 2.1838412284851074 (2.2523378133773804) | > grad_norm_0: tensor(4.4411, device='cuda:0') (tensor(6.1009, device='cuda:0')) | > loss_gen: 2.5678234100341797 (2.6092637181282043) | > loss_kl: 1.726942539215088 (1.898318737745285) | > loss_feat: 7.858330726623535 (7.053327322006226) | > loss_mel: 17.770584106445312 (17.546374320983887) | > loss_duration: 2.17740797996521 (2.163064658641815) | > loss_1: 32.10108947753906 (31.270349502563477) | > grad_norm_1: tensor(61.2850, device='cuda:0') (tensor(46.5754, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3849 (0.399325430393219) | > loader_time: 0.0035 (0.003284156322479248)  --> TIME: 2024-06-12 07:59:46 -- STEP: 29/330 -- GLOBAL_STEP: 391300 | > loss_disc: 2.319949150085449 (2.3010815258683825) | > loss_disc_real_0: 0.0837947279214859 (0.10229657641772566) | > loss_disc_real_1: 0.16714224219322205 (0.1970234353994501) | > loss_disc_real_2: 0.21602006256580353 (0.20350158522868977) | > loss_disc_real_3: 0.23050662875175476 (0.22331439215561438) | > loss_disc_real_4: 0.22937645018100739 (0.22968837002228046) | > loss_disc_real_5: 0.20683269202709198 (0.2232984011543208) | > loss_0: 2.319949150085449 (2.3010815258683825) | > grad_norm_0: tensor(13.9949, device='cuda:0') (tensor(7.6210, device='cuda:0')) | > loss_gen: 2.5328893661499023 (2.5175987112111065) | > loss_kl: 1.938421368598938 (1.8983313626256482) | > loss_feat: 7.163819789886475 (7.062270591998923) | > loss_mel: 17.443862915039062 (17.32585472896181) | > loss_duration: 1.960663080215454 (1.9998101818150487) | > loss_1: 31.039657592773438 (30.803865630051185) | > grad_norm_1: tensor(92.1200, device='cuda:0') (tensor(69.5297, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3679 (0.3655015353498788) | > loader_time: 0.0031 (0.003401542532032934)  --> TIME: 2024-06-12 07:59:55 -- STEP: 54/330 -- GLOBAL_STEP: 391325 | > loss_disc: 2.3278727531433105 (2.3383920854992337) | > loss_disc_real_0: 0.10884838551282883 (0.10544199386128673) | > loss_disc_real_1: 0.20165137946605682 (0.19617457963802196) | > loss_disc_real_2: 0.1887478232383728 (0.208224360037733) | > loss_disc_real_3: 0.21254301071166992 (0.2269307294929469) | > loss_disc_real_4: 0.23546195030212402 (0.23226733146994202) | > loss_disc_real_5: 0.2065829336643219 (0.22138081077072355) | > loss_0: 2.3278727531433105 (2.3383920854992337) | > grad_norm_0: tensor(15.7553, device='cuda:0') (tensor(10.9208, device='cuda:0')) | > loss_gen: 2.4066905975341797 (2.5327718920177884) | > loss_kl: 1.9623668193817139 (1.9376578353069447) | > loss_feat: 7.428435802459717 (7.0869785768014415) | > loss_mel: 18.10240936279297 (17.240202056037052) | > loss_duration: 1.9499332904815674 (1.9826693490699485) | > loss_1: 31.849836349487305 (30.780279760007506) | > grad_norm_1: tensor(336.0562, device='cuda:0') (tensor(137.0949, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3793 (0.3664816617965698) | > loader_time: 0.0041 (0.0035359815314964013)  --> TIME: 2024-06-12 08:00:05 -- STEP: 79/330 -- GLOBAL_STEP: 391350 | > loss_disc: 2.338550329208374 (2.345952746234362) | > loss_disc_real_0: 0.10084451735019684 (0.10683910756171504) | > loss_disc_real_1: 0.18571093678474426 (0.19438797178902206) | > loss_disc_real_2: 0.22148987650871277 (0.20921380233161058) | > loss_disc_real_3: 0.19905292987823486 (0.2291796843085108) | > loss_disc_real_4: 0.22512301802635193 (0.23225553956212877) | > loss_disc_real_5: 0.22024784982204437 (0.22226569773275642) | > loss_0: 2.338550329208374 (2.345952746234362) | > grad_norm_0: tensor(23.0817, device='cuda:0') (tensor(12.8079, device='cuda:0')) | > loss_gen: 2.45499324798584 (2.5184457392632202) | > loss_kl: 1.8575708866119385 (1.9574158885810948) | > loss_feat: 7.009620189666748 (7.042102813720703) | > loss_mel: 17.33395004272461 (17.18506810634951) | > loss_duration: 1.9589664936065674 (1.9780312565308582) | > loss_1: 30.615102767944336 (30.681063881403283) | > grad_norm_1: tensor(221.0373, device='cuda:0') (tensor(174.9185, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3679 (0.36886743955974344) | > loader_time: 0.0043 (0.003679438482356977)  --> TIME: 2024-06-12 08:00:14 -- STEP: 104/330 -- GLOBAL_STEP: 391375 | > loss_disc: 2.3514819145202637 (2.34738001685876) | > loss_disc_real_0: 0.13708442449569702 (0.10951550541302332) | > loss_disc_real_1: 0.17747780680656433 (0.19422011063075983) | > loss_disc_real_2: 0.24418558180332184 (0.2091680634766817) | > loss_disc_real_3: 0.2399393767118454 (0.22964720700222713) | > loss_disc_real_4: 0.21940144896507263 (0.23136847423246273) | > loss_disc_real_5: 0.2007620632648468 (0.22155042107288653) | > loss_0: 2.3514819145202637 (2.34738001685876) | > grad_norm_0: tensor(24.8435, device='cuda:0') (tensor(13.2058, device='cuda:0')) | > loss_gen: 2.5671868324279785 (2.5104838976493236) | > loss_kl: 2.0062577724456787 (1.9672445402695582) | > loss_feat: 7.6437602043151855 (7.022970034525945) | > loss_mel: 17.252927780151367 (17.140646851979785) | > loss_duration: 2.0584120750427246 (1.9804782947668662) | > loss_1: 31.528545379638672 (30.621823659309975) | > grad_norm_1: tensor(67.5619, device='cuda:0') (tensor(178.1966, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3694 (0.3700107519443219) | > loader_time: 0.004 (0.003793874612221351)  --> TIME: 2024-06-12 08:00:24 -- STEP: 129/330 -- GLOBAL_STEP: 391400 | > loss_disc: 2.3122406005859375 (2.3461348714754555) | > loss_disc_real_0: 0.11927875876426697 (0.11025276780128479) | > loss_disc_real_1: 0.18901735544204712 (0.1944170656592347) | > loss_disc_real_2: 0.19349204003810883 (0.209187155546144) | > loss_disc_real_3: 0.2430092990398407 (0.2304205308819926) | > loss_disc_real_4: 0.2546793520450592 (0.23111885300902432) | > loss_disc_real_5: 0.2372075468301773 (0.22097949903140696) | > loss_0: 2.3122406005859375 (2.3461348714754555) | > grad_norm_0: tensor(8.2379, device='cuda:0') (tensor(13.2634, device='cuda:0')) | > loss_gen: 2.645094871520996 (2.512161984924197) | > loss_kl: 2.1425631046295166 (1.9759676447210386) | > loss_feat: 6.822360515594482 (7.023081110429394) | > loss_mel: 17.29770851135254 (17.148951190386647) | > loss_duration: 1.9736151695251465 (1.9839106770448907) | > loss_1: 30.8813419342041 (30.644072702688764) | > grad_norm_1: tensor(107.3698, device='cuda:0') (tensor(185.2917, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3807 (0.371773873188699) | > loader_time: 0.0041 (0.0038697682609853817)  --> TIME: 2024-06-12 08:00:34 -- STEP: 154/330 -- GLOBAL_STEP: 391425 | > loss_disc: 2.4192347526550293 (2.3441878355942753) | > loss_disc_real_0: 0.16047346591949463 (0.11075077201058338) | > loss_disc_real_1: 0.1686541736125946 (0.19342990887242478) | > loss_disc_real_2: 0.23848466575145721 (0.20979695873601095) | > loss_disc_real_3: 0.23799094557762146 (0.22961834953589874) | > loss_disc_real_4: 0.22953596711158752 (0.23142758079550482) | > loss_disc_real_5: 0.22167684137821198 (0.22105193341320212) | > loss_0: 2.4192347526550293 (2.3441878355942753) | > grad_norm_0: tensor(20.2220, device='cuda:0') (tensor(12.9989, device='cuda:0')) | > loss_gen: 2.467672348022461 (2.5115000102427096) | > loss_kl: 1.9966202974319458 (1.9896877415768512) | > loss_feat: 6.600900173187256 (7.019519400286984) | > loss_mel: 16.442197799682617 (17.140324090982425) | > loss_duration: 2.0157132148742676 (1.9880266429541946) | > loss_1: 29.523103713989258 (30.64905798280394) | > grad_norm_1: tensor(123.0134, device='cuda:0') (tensor(177.6203, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3666 (0.37366643199672944) | > loader_time: 0.004 (0.0039387709134584906)  --> TIME: 2024-06-12 08:00:44 -- STEP: 179/330 -- GLOBAL_STEP: 391450 | > loss_disc: 2.418041706085205 (2.350448714954227) | > loss_disc_real_0: 0.08280681073665619 (0.11226762539847603) | > loss_disc_real_1: 0.20542921125888824 (0.19488153635789562) | > loss_disc_real_2: 0.1963917315006256 (0.20995972634360777) | > loss_disc_real_3: 0.25125500559806824 (0.22985945167488225) | > loss_disc_real_4: 0.25669270753860474 (0.23164034164484654) | > loss_disc_real_5: 0.22431835532188416 (0.22137250880289344) | > loss_0: 2.418041706085205 (2.350448714954227) | > grad_norm_0: tensor(12.6248, device='cuda:0') (tensor(12.7867, device='cuda:0')) | > loss_gen: 2.3551878929138184 (2.5017674688520377) | > loss_kl: 2.0494658946990967 (1.9958410109887577) | > loss_feat: 7.032675743103027 (7.003480695479409) | > loss_mel: 16.79867935180664 (17.11607705547824) | > loss_duration: 2.071023464202881 (1.9960592605548197) | > loss_1: 30.30703353881836 (30.61322562787786) | > grad_norm_1: tensor(174.6239, device='cuda:0') (tensor(166.9102, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.3873 (0.3759855771197953) | > loader_time: 0.0046 (0.004043547134825638)  --> TIME: 2024-06-12 08:00:54 -- STEP: 204/330 -- GLOBAL_STEP: 391475 | > loss_disc: 2.312619209289551 (2.35534705952102) | > loss_disc_real_0: 0.13536211848258972 (0.11394651380239748) | > loss_disc_real_1: 0.15295013785362244 (0.19465745693328335) | > loss_disc_real_2: 0.17903201282024384 (0.20994933015283415) | > loss_disc_real_3: 0.22224248945713043 (0.23017548258398093) | > loss_disc_real_4: 0.22116386890411377 (0.23148234787524916) | > loss_disc_real_5: 0.19032689929008484 (0.22214596806203618) | > loss_0: 2.312619209289551 (2.35534705952102) | > grad_norm_0: tensor(12.2257, device='cuda:0') (tensor(12.8687, device='cuda:0')) | > loss_gen: 2.614335536956787 (2.4939815577338718) | > loss_kl: 2.132530450820923 (2.0067049568774658) | > loss_feat: 7.7146430015563965 (6.993208562626558) | > loss_mel: 17.535917282104492 (17.08337651514541) | > loss_duration: 1.9967529773712158 (2.004398403214473) | > loss_1: 31.99418067932129 (30.58167006922703) | > grad_norm_1: tensor(396.6544, device='cuda:0') (tensor(169.7885, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.4015 (0.37865100304285687) | > loader_time: 0.005 (0.004131617499332801)  --> TIME: 2024-06-12 08:01:04 -- STEP: 229/330 -- GLOBAL_STEP: 391500 | > loss_disc: 2.485947370529175 (2.360143056602978) | > loss_disc_real_0: 0.09052516520023346 (0.11542133873076418) | > loss_disc_real_1: 0.25997960567474365 (0.19510711664455946) | > loss_disc_real_2: 0.20059986412525177 (0.21058323647517824) | > loss_disc_real_3: 0.21711087226867676 (0.2302162672624838) | > loss_disc_real_4: 0.25000542402267456 (0.23174691044086973) | > loss_disc_real_5: 0.2476377785205841 (0.22254182085980495) | > loss_0: 2.485947370529175 (2.360143056602978) | > grad_norm_0: tensor(11.3079, device='cuda:0') (tensor(13.1890, device='cuda:0')) | > loss_gen: 2.417860269546509 (2.4847376055071964) | > loss_kl: 2.0328047275543213 (2.0131456039878475) | > loss_feat: 6.926687717437744 (6.957260362966612) | > loss_mel: 17.0157413482666 (17.034772585573176) | > loss_duration: 2.116079568862915 (2.013448101984881) | > loss_1: 30.509174346923828 (30.50336431311728) | > grad_norm_1: tensor(120.2486, device='cuda:0') (tensor(168.5811, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.4015 (0.38206093488301773) | > loader_time: 0.0053 (0.004251536323514046) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_391500.pth  --> TIME: 2024-06-12 08:01:20 -- STEP: 254/330 -- GLOBAL_STEP: 391525 | > loss_disc: 2.4061686992645264 (2.364095848376357) | > loss_disc_real_0: 0.12382135540246964 (0.11702378504858242) | > loss_disc_real_1: 0.1884889155626297 (0.19510497058939746) | > loss_disc_real_2: 0.1883155256509781 (0.2108499054012336) | > loss_disc_real_3: 0.2749003469944 (0.23036906703954607) | > loss_disc_real_4: 0.2655738294124603 (0.23172048303320653) | > loss_disc_real_5: 0.23723363876342773 (0.22261492438673033) | > loss_0: 2.4061686992645264 (2.364095848376357) | > grad_norm_0: tensor(11.0800, device='cuda:0') (tensor(13.1585, device='cuda:0')) | > loss_gen: 2.434229612350464 (2.479983706173934) | > loss_kl: 1.9508150815963745 (2.016669588295491) | > loss_feat: 6.697607040405273 (6.958520720324178) | > loss_mel: 16.493173599243164 (16.996065147279776) | > loss_duration: 2.0649755001068115 (2.0209842544841017) | > loss_1: 29.64080047607422 (30.472223477100762) | > grad_norm_1: tensor(45.9668, device='cuda:0') (tensor(166.3422, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.4354 (0.38649923219455506) | > loader_time: 0.006 (0.004405959384647878)  --> TIME: 2024-06-12 08:01:31 -- STEP: 279/330 -- GLOBAL_STEP: 391550 | > loss_disc: 2.3239316940307617 (2.367575484791965) | > loss_disc_real_0: 0.08538483828306198 (0.11766768575355571) | > loss_disc_real_1: 0.18207475543022156 (0.19552974264040643) | > loss_disc_real_2: 0.25274762511253357 (0.21127434192378883) | > loss_disc_real_3: 0.236557736992836 (0.23030391116509727) | > loss_disc_real_4: 0.2276354432106018 (0.23222416425691284) | > loss_disc_real_5: 0.24230067431926727 (0.22300285891392754) | > loss_0: 2.3239316940307617 (2.367575484791965) | > grad_norm_0: tensor(11.6273, device='cuda:0') (tensor(13.9534, device='cuda:0')) | > loss_gen: 2.604994297027588 (2.4775370038965687) | > loss_kl: 1.9456366300582886 (2.021082528603117) | > loss_feat: 7.468980312347412 (6.951780789214652) | > loss_mel: 16.554529190063477 (16.964907085596465) | > loss_duration: 2.1327738761901855 (2.0309476467870895) | > loss_1: 30.7069149017334 (30.44625511306161) | > grad_norm_1: tensor(370.4819, device='cuda:0') (tensor(176.9899, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.4403 (0.39147276861265995) | > loader_time: 0.0067 (0.00455286767747667)  --> TIME: 2024-06-12 08:01:43 -- STEP: 304/330 -- GLOBAL_STEP: 391575 | > loss_disc: 2.4828336238861084 (2.372885749528283) | > loss_disc_real_0: 0.19241082668304443 (0.1187923951074481) | > loss_disc_real_1: 0.1899746209383011 (0.19580170830809754) | > loss_disc_real_2: 0.18916229903697968 (0.21194118555439137) | > loss_disc_real_3: 0.22772787511348724 (0.23044191898876115) | > loss_disc_real_4: 0.224081352353096 (0.2330506255261992) | > loss_disc_real_5: 0.27114295959472656 (0.22307111156222068) | > loss_0: 2.4828336238861084 (2.372885749528283) | > grad_norm_0: tensor(70.2519, device='cuda:0') (tensor(15.4799, device='cuda:0')) | > loss_gen: 2.4663188457489014 (2.4787694733393817) | > loss_kl: 2.224079132080078 (2.025241441240435) | > loss_feat: 7.626309871673584 (6.9556007526422805) | > loss_mel: 16.276287078857422 (16.917873134738528) | > loss_duration: 2.192413330078125 (2.042201543324871) | > loss_1: 30.78540802001953 (30.41968641783062) | > grad_norm_1: tensor(507.0102, device='cuda:0') (tensor(192.7536, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 0.4778 (0.3979580159250058) | > loader_time: 0.0077 (0.004734619667655541)  --> TIME: 2024-06-12 08:02:12 -- STEP: 329/330 -- GLOBAL_STEP: 391600 | > loss_disc: 2.5747196674346924 (2.3766565235914787) | > loss_disc_real_0: 0.18907369673252106 (0.12032070839749281) | > loss_disc_real_1: 0.185377299785614 (0.19648472634129965) | > loss_disc_real_2: 0.1564170867204666 (0.21216990126121363) | > loss_disc_real_3: 0.26427626609802246 (0.23032280852548256) | > loss_disc_real_4: 0.2603840231895447 (0.2330107750048391) | > loss_disc_real_5: 0.2467651218175888 (0.2225707116732119) | > loss_0: 2.5747196674346924 (2.3766565235914787) | > grad_norm_0: tensor(10.3219, device='cuda:0') (tensor(16.4124, device='cuda:0')) | > loss_gen: 2.8631858825683594 (2.4827664978236035) | > loss_kl: 2.3363230228424072 (2.035047616277422) | > loss_feat: 10.774991035461426 (7.052409841659221) | > loss_mel: 17.739765167236328 (16.876877581819585) | > loss_duration: 2.2857675552368164 (2.0569118366415373) | > loss_1: 36.000030517578125 (30.50401342676041) | > grad_norm_1: tensor(241.9035, device='cuda:0') (tensor(209.9287, device='cuda:0')) | > current_lr_0: 0.00017829423411961 | > current_lr_1: 0.00017829423411961 | > step_time: 14.626 (0.45353421759098117) | > loader_time: 0.0346 (0.005192345036561725)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3472588062286377 (2.3472588062286377) | > loss_disc_real_0: 0.12981048226356506 (0.12981048226356506) | > loss_disc_real_1: 0.21609905362129211 (0.21609905362129211) | > loss_disc_real_2: 0.2660309076309204 (0.2660309076309204) | > loss_disc_real_3: 0.26354214549064636 (0.26354214549064636) | > loss_disc_real_4: 0.29041603207588196 (0.29041603207588196) | > loss_disc_real_5: 0.3013624846935272 (0.3013624846935272) | > loss_0: 2.3472588062286377 (2.3472588062286377) | > loss_gen: 2.956948757171631 (2.956948757171631) | > loss_kl: 2.751659631729126 (2.751659631729126) | > loss_feat: 7.887836933135986 (7.887836933135986) | > loss_mel: 17.644750595092773 (17.644750595092773) | > loss_duration: 3.0175514221191406 (3.0175514221191406) | > loss_1: 34.258750915527344 (34.258750915527344)  --> STEP: 1 | > loss_disc: 2.459831953048706 (2.459831953048706) | > loss_disc_real_0: 0.12550583481788635 (0.12550583481788635) | > loss_disc_real_1: 0.1473487764596939 (0.1473487764596939) | > loss_disc_real_2: 0.2776436507701874 (0.2776436507701874) | > loss_disc_real_3: 0.2739800214767456 (0.2739800214767456) | > loss_disc_real_4: 0.2628138065338135 (0.2628138065338135) | > loss_disc_real_5: 0.23036710917949677 (0.23036710917949677) | > loss_0: 2.459831953048706 (2.459831953048706) | > loss_gen: 2.3122050762176514 (2.3122050762176514) | > loss_kl: 3.8706536293029785 (3.8706536293029785) | > loss_feat: 5.968321800231934 (5.968321800231934) | > loss_mel: 15.907846450805664 (15.907846450805664) | > loss_duration: 2.5650641918182373 (2.5650641918182373) | > loss_1: 30.62409019470215 (30.62409019470215)  --> STEP: 2 | > loss_disc: 2.4294073581695557 (2.444619655609131) | > loss_disc_real_0: 0.07738729566335678 (0.10144656524062157) | > loss_disc_real_1: 0.19879427552223206 (0.17307152599096298) | > loss_disc_real_2: 0.26145750284194946 (0.2695505768060684) | > loss_disc_real_3: 0.3008844256401062 (0.2874322235584259) | > loss_disc_real_4: 0.2674015462398529 (0.2651076763868332) | > loss_disc_real_5: 0.26915040612220764 (0.2497587576508522) | > loss_0: 2.4294073581695557 (2.444619655609131) | > loss_gen: 2.4460232257843018 (2.3791141510009766) | > loss_kl: 3.2311370372772217 (3.5508953332901) | > loss_feat: 5.336239337921143 (5.652280569076538) | > loss_mel: 17.333215713500977 (16.62053108215332) | > loss_duration: 2.4578473567962646 (2.511455774307251) | > loss_1: 30.80446434020996 (30.714277267456055)  --> STEP: 3 | > loss_disc: 2.6188976764678955 (2.5027123292287192) | > loss_disc_real_0: 0.15757259726524353 (0.12015524258216222) | > loss_disc_real_1: 0.1762004792690277 (0.17411451041698456) | > loss_disc_real_2: 0.2428750842809677 (0.26065874596436817) | > loss_disc_real_3: 0.22425396740436554 (0.26637280484040576) | > loss_disc_real_4: 0.29715412855148315 (0.2757898271083832) | > loss_disc_real_5: 0.29454636573791504 (0.2646879603465398) | > loss_0: 2.6188976764678955 (2.5027123292287192) | > loss_gen: 2.4428913593292236 (2.4003732204437256) | > loss_kl: 3.258249282836914 (3.4533466498057046) | > loss_feat: 5.850712776184082 (5.718424638112386) | > loss_mel: 17.32012939453125 (16.85373051961263) | > loss_duration: 2.409658432006836 (2.4775233268737793) | > loss_1: 31.28164291381836 (30.903399149576824)  --> STEP: 4 | > loss_disc: 2.46563458442688 (2.4934428930282593) | > loss_disc_real_0: 0.24809229373931885 (0.15213950537145138) | > loss_disc_real_1: 0.18248584866523743 (0.17620734497904778) | > loss_disc_real_2: 0.2686535120010376 (0.26265743747353554) | > loss_disc_real_3: 0.2739749252796173 (0.26827333495020866) | > loss_disc_real_4: 0.29138487577438354 (0.27968858927488327) | > loss_disc_real_5: 0.30952563881874084 (0.2758973799645901) | > loss_0: 2.46563458442688 (2.4934428930282593) | > loss_gen: 2.878267526626587 (2.519846796989441) | > loss_kl: 3.601242780685425 (3.4903206825256348) | > loss_feat: 6.850006580352783 (6.001320123672485) | > loss_mel: 17.27707862854004 (16.959567546844482) | > loss_duration: 2.435915470123291 (2.4671213626861572) | > loss_1: 33.042510986328125 (31.43817710876465)  --> STEP: 5 | > loss_disc: 2.432307243347168 (2.481215763092041) | > loss_disc_real_0: 0.23693716526031494 (0.1690990373492241) | > loss_disc_real_1: 0.22102779150009155 (0.18517143428325653) | > loss_disc_real_2: 0.3244837820529938 (0.27502270638942716) | > loss_disc_real_3: 0.2726669907569885 (0.2691520661115646) | > loss_disc_real_4: 0.2915748059749603 (0.2820658326148987) | > loss_disc_real_5: 0.279668390750885 (0.27665158212184904) | > loss_0: 2.432307243347168 (2.481215763092041) | > loss_gen: 2.9419593811035156 (2.6042693138122557) | > loss_kl: 2.637284994125366 (3.3197135448455812) | > loss_feat: 6.403422832489014 (6.081740665435791) | > loss_mel: 18.224401473999023 (17.21253433227539) | > loss_duration: 2.4057204723358154 (2.4548411846160887) | > loss_1: 32.612789154052734 (31.673099517822266)  --> STEP: 6 | > loss_disc: 2.647624969482422 (2.508950630823771) | > loss_disc_real_0: 0.1893026977777481 (0.17246631408731142) | > loss_disc_real_1: 0.2510468363761902 (0.19615066796541214) | > loss_disc_real_2: 0.3395797908306122 (0.28578222046295804) | > loss_disc_real_3: 0.3167567849159241 (0.2770861859122912) | > loss_disc_real_4: 0.28318339586257935 (0.2822520931561788) | > loss_disc_real_5: 0.3075115382671356 (0.2817949081460635) | > loss_0: 2.647624969482422 (2.508950630823771) | > loss_gen: 2.6735122203826904 (2.6158097982406616) | > loss_kl: 2.7779905796051025 (3.229426383972168) | > loss_feat: 5.575658321380615 (5.997393608093262) | > loss_mel: 18.10879135131836 (17.361910502115887) | > loss_duration: 2.2767748832702637 (2.425163467725118) | > loss_1: 31.41272735595703 (31.629704157511394)  --> STEP: 7 | > loss_disc: 2.252918004989624 (2.472374541418893) | > loss_disc_real_0: 0.165297269821167 (0.17144216490643366) | > loss_disc_real_1: 0.23860357701778412 (0.20221536925860814) | > loss_disc_real_2: 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loss_disc_real_5: 0.2663530111312866 (0.27221226692199707) | > loss_0: 2.2664871215820312 (2.4466386139392853) | > loss_gen: 3.113006830215454 (2.7129323482513428) | > loss_kl: 3.4257116317749023 (3.4140801429748535) | > loss_feat: 9.019086837768555 (6.553257882595062) | > loss_mel: 20.343679428100586 (17.86796283721924) | > loss_duration: 2.28017520904541 (2.4181761145591736) | > loss_1: 38.18165969848633 (32.96640920639038)  --> STEP: 9 | > loss_disc: 2.4224584102630615 (2.4439519246419272) | > loss_disc_real_0: 0.17603856325149536 (0.16551855123705334) | > loss_disc_real_1: 0.2180943340063095 (0.19893393086062539) | > loss_disc_real_2: 0.3145676255226135 (0.28685664965046775) | > loss_disc_real_3: 0.2810542583465576 (0.27416042652395034) | > loss_disc_real_4: 0.24460960924625397 (0.2741093867354923) | > loss_disc_real_5: 0.30062708258628845 (0.2753694686624739) | > loss_0: 2.4224584102630615 (2.4439519246419272) | > loss_gen: 2.9869887828826904 (2.7433830632103815) | > loss_kl: 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(2.394486665725708) | > loss_1: 26.731945037841797 (32.539845657348636)  --> STEP: 11 | > loss_disc: 2.6067872047424316 (2.474538066170432) | > loss_disc_real_0: 0.17647391557693481 (0.1691945350982926) | > loss_disc_real_1: 0.2919941842556 (0.21580770747228104) | > loss_disc_real_2: 0.293120801448822 (0.28371289372444153) | > loss_disc_real_3: 0.31132906675338745 (0.27666647732257843) | > loss_disc_real_4: 0.3069218397140503 (0.27920337969606573) | > loss_disc_real_5: 0.32557380199432373 (0.27623304995623504) | > loss_0: 2.6067872047424316 (2.474538066170432) | > loss_gen: 2.8215417861938477 (2.720326076854359) | > loss_kl: 3.8562302589416504 (3.357198715209961) | > loss_feat: 6.400794982910156 (6.472331783988259) | > loss_mel: 17.035388946533203 (17.5926476391879) | > loss_duration: 2.5360679626464844 (2.407357692718506) | > loss_1: 32.6500244140625 (32.549861907958984)  --> STEP: 12 | > loss_disc: 2.5743680000305176 (2.482857227325439) | > loss_disc_real_0: 0.14959478378295898 (0.16756122248868147) | > loss_disc_real_1: 0.19373254477977753 (0.21396811058123907) | > loss_disc_real_2: 0.371297687292099 (0.29101162652174634) | > loss_disc_real_3: 0.2702581286430359 (0.2761324482659499) | > loss_disc_real_4: 0.28509265184402466 (0.2796941523750623) | > loss_disc_real_5: 0.28915613889694214 (0.2773099740346273) | > loss_0: 2.5743680000305176 (2.482857227325439) | > loss_gen: 2.639667510986328 (2.71360452969869) | > loss_kl: 2.506883382797241 (3.2863391041755676) | > loss_feat: 5.970952033996582 (6.43055013815562) | > loss_mel: 15.965555191040039 (17.457056601842243) | > loss_duration: 2.245818614959717 (2.3938961029052734) | > loss_1: 29.328876495361328 (32.28144645690918)  --> STEP: 13 | > loss_disc: 2.4805829524993896 (2.4826822831080504) | > loss_disc_real_0: 0.12320157885551453 (0.1641489422092071) | > loss_disc_real_1: 0.16868075728416443 (0.21048446801992562) | > loss_disc_real_2: 0.29629772901535034 (0.2914182497904851) | > loss_disc_real_3: 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(6.646806589762369) | > loss_mel: 17.216114044189453 (17.467318280537924) | > loss_duration: 2.43218994140625 (2.3929985682169597) | > loss_1: 34.72110366821289 (32.54228324890137)  --> STEP: 16 | > loss_disc: 2.717606782913208 (2.513632386922836) | > loss_disc_real_0: 0.32120823860168457 (0.19079064531251788) | > loss_disc_real_1: 0.2307930886745453 (0.2143511837348342) | > loss_disc_real_2: 0.31251171231269836 (0.29070419911295176) | > loss_disc_real_3: 0.2521074116230011 (0.27258457336574793) | > loss_disc_real_4: 0.26514944434165955 (0.27113204170018435) | > loss_disc_real_5: 0.29707854986190796 (0.280400849878788) | > loss_0: 2.717606782913208 (2.513632386922836) | > loss_gen: 2.5879945755004883 (2.689894199371338) | > loss_kl: 3.0558786392211914 (3.32081001996994) | > loss_feat: 6.027847766876221 (6.6081216633319855) | > loss_mel: 16.112178802490234 (17.382622063159943) | > loss_duration: 2.434837579727173 (2.395613506436348) | > loss_1: 30.218738555908203 (32.397061705589294)  --> STEP: 17 | > loss_disc: 2.5398309230804443 (2.5151734772850483) | > loss_disc_real_0: 0.168858140707016 (0.18950049798278248) | > loss_disc_real_1: 0.24422040581703186 (0.21610819679849289) | > loss_disc_real_2: 0.2739298939704895 (0.2897174752810422) | > loss_disc_real_3: 0.3400340676307678 (0.276552190675455) | > loss_disc_real_4: 0.3402032256126404 (0.27519505251856413) | > loss_disc_real_5: 0.37720218300819397 (0.2860950459452236) | > loss_0: 2.5398309230804443 (2.5151734772850483) | > loss_gen: 2.8743410110473633 (2.7007440118228687) | > loss_kl: 2.327850103378296 (3.262400613111608) | > loss_feat: 6.1377763748168945 (6.580454293419333) | > loss_mel: 15.314125061035156 (17.26094576891731) | > loss_duration: 2.428474187850952 (2.3975464876960304) | > loss_1: 29.082565307617188 (32.202091329237994)  --> STEP: 18 | > loss_disc: 2.0328330993652344 (2.488376789622836) | > loss_disc_real_0: 0.15472610294818878 (0.18756858714752728) | > loss_disc_real_1: 0.10162380337715149 (0.20974795271952948) | > loss_disc_real_2: 0.15922486782073975 (0.28246788597769207) | > loss_disc_real_3: 0.22712619602680206 (0.27380630208386314) | > loss_disc_real_4: 0.18183855712413788 (0.2700085805522071) | > loss_disc_real_5: 0.21272870898246765 (0.28201913833618164) | > loss_0: 2.0328330993652344 (2.488376789622836) | > loss_gen: 2.7541189193725586 (2.703709284464518) | > loss_kl: 2.815077304840088 (3.237549318207635) | > loss_feat: 9.004457473754883 (6.715121136771308) | > loss_mel: 17.465652465820312 (17.272318363189697) | > loss_duration: 2.2692770957946777 (2.3904204103681774) | > loss_1: 34.3085823059082 (32.31911860571967)  --> STEP: 19 | > loss_disc: 2.5346083641052246 (2.490810030385067) | > loss_disc_real_0: 0.1919928938150406 (0.18780144539318586) | > loss_disc_real_1: 0.18259209394454956 (0.20831869699453054) | > loss_disc_real_2: 0.2236679345369339 (0.27937315169133636) | > loss_disc_real_3: 0.22788912057876587 (0.27138960832043696) | > loss_disc_real_4: 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(17.142708188011532) | > loss_duration: 2.1908206939697266 (2.3749987397875105) | > loss_1: 23.554025650024414 (31.947420574369886)  --> STEP: 22 | > loss_disc: 2.616048812866211 (2.509634267200123) | > loss_disc_real_0: 0.18920724093914032 (0.19139777835119853) | > loss_disc_real_1: 0.18655219674110413 (0.20905957506461578) | > loss_disc_real_2: 0.26827511191368103 (0.2807573906399987) | > loss_disc_real_3: 0.22037459909915924 (0.26808566193689) | > loss_disc_real_4: 0.23063504695892334 (0.266260754655708) | > loss_disc_real_5: 0.3312283456325531 (0.27706418660554016) | > loss_0: 2.616048812866211 (2.509634267200123) | > loss_gen: 2.4184811115264893 (2.6611684669147837) | > loss_kl: 2.131140947341919 (3.0419809818267822) | > loss_feat: 7.095025539398193 (6.6908794099634346) | > loss_mel: 19.687223434448242 (17.258367971940473) | > loss_duration: 2.229344367980957 (2.368378086523576) | > loss_1: 33.56121826171875 (32.02077501470392)  --> STEP: 23 | > loss_disc: 2.5095744132995605 (2.5096316648566206) | > loss_disc_real_0: 0.21321552991867065 (0.19234637624543646) | > loss_disc_real_1: 0.20996202528476715 (0.20909881203070932) | > loss_disc_real_2: 0.18319180607795715 (0.2765154087025186) | > loss_disc_real_3: 0.24417303502559662 (0.2670459825059642) | > loss_disc_real_4: 0.22665704786777496 (0.26453885436058044) | > loss_disc_real_5: 0.25276485085487366 (0.2760076937468155) | > loss_0: 2.5095744132995605 (2.5096316648566206) | > loss_gen: 2.2709641456604004 (2.644203061642854) | > loss_kl: 2.897207736968994 (3.035686492919922) | > loss_feat: 7.012319564819336 (6.704855068870213) | > loss_mel: 15.254985809326172 (17.171264399652895) | > loss_duration: 2.3093154430389404 (2.365810145502505) | > loss_1: 29.74479103088379 (31.92181918932044)  --> STEP: 24 | > loss_disc: 2.726271152496338 (2.518658310174942) | > loss_disc_real_0: 0.22715438902378082 (0.1937967101112008) | > loss_disc_real_1: 0.24342577159404755 (0.21052910201251507) | > loss_disc_real_2: 0.34236422181129456 (0.2792591092487176) | > loss_disc_real_3: 0.2732953727245331 (0.2673063737650712) | > loss_disc_real_4: 0.31123998761177063 (0.26648473491271335) | > loss_disc_real_5: 0.28323131799697876 (0.2763086780905723) | > loss_0: 2.726271152496338 (2.518658310174942) | > loss_gen: 2.5618395805358887 (2.6407712499300637) | > loss_kl: 2.520188331604004 (3.014207402865092) | > loss_feat: 4.7644429206848145 (6.624004562695821) | > loss_mel: 17.079721450805664 (17.167450110117596) | > loss_duration: 2.4071173667907715 (2.3675312797228494) | > loss_1: 29.333311080932617 (31.81396468480428)  --> STEP: 25 | > loss_disc: 2.6227993965148926 (2.52282395362854) | > loss_disc_real_0: 0.20322149991989136 (0.19417370170354842) | > loss_disc_real_1: 0.1804817169904709 (0.2093272066116333) | > loss_disc_real_2: 0.26596134901046753 (0.2787271988391876) | > loss_disc_real_3: 0.25277042388916016 (0.2667249357700348) | > loss_disc_real_4: 0.2705368101596832 (0.26664681792259215) | > loss_disc_real_5: 0.36741387844085693 (0.2799528861045837) | > loss_0: 2.6227993965148926 (2.52282395362854) | > loss_gen: 2.661332607269287 (2.6415937042236326) | > loss_kl: 3.114673137664795 (3.01822603225708) | > loss_feat: 6.2691426277160645 (6.609810085296631) | > loss_mel: 15.292017936706543 (17.092432823181152) | > loss_duration: 2.4528040885925293 (2.370942192077637) | > loss_1: 29.78997230529785 (31.733004989624025)  --> STEP: 26 | > loss_disc: 2.443834066390991 (2.5197858810424805) | > loss_disc_real_0: 0.1608429253101349 (0.1928917487653402) | > loss_disc_real_1: 0.20119193196296692 (0.20901431143283844) | > loss_disc_real_2: 0.25839853286743164 (0.27794532707104314) | > loss_disc_real_3: 0.2660140097141266 (0.2666975924601922) | > loss_disc_real_4: 0.36060768365859985 (0.27026069737397707) | > loss_disc_real_5: 0.3446422219276428 (0.28244093748239363) | > loss_0: 2.443834066390991 (2.5197858810424805) | > loss_gen: 2.761150360107422 (2.64619203714224) | > loss_kl: 2.44783616065979 (2.9962879602725687) | > loss_feat: 10.047904968261719 (6.742044503872211) | > loss_mel: 17.186397552490234 (17.096046851231502) | > loss_duration: 2.3222556114196777 (2.3690696312830997) | > loss_1: 34.76554489135742 (31.849641139690693) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025333716319157528 (+4.713351909930389e-06) | > avg_loss_disc: 2.5197858810424805 (+0.08833877856914807) | > avg_loss_disc_real_0: 0.1928917487653402 (+0.03406444335213071) | > avg_loss_disc_real_1: 0.20901431143283844 (+0.02137004096920675) | > avg_loss_disc_real_2: 0.27794532707104314 (+0.08360838431578413) | > avg_loss_disc_real_3: 0.2666975924601922 (+0.03278323721427187) | > avg_loss_disc_real_4: 0.27026069737397707 (+0.06665432109282565) | > avg_loss_disc_real_5: 0.28244093748239363 (+0.038334804658706256) | > avg_loss_0: 2.5197858810424805 (+0.08833877856914807) | > avg_loss_gen: 2.64619203714224 (+0.38527420850900507) | > avg_loss_kl: 2.9962879602725687 (+0.03193000646737865) | > avg_loss_feat: 6.742044503872211 (+0.1159413777864895) | > avg_loss_mel: 17.096046851231502 (-0.08856160824115378) | > avg_loss_duration: 2.3690696312830997 (-0.004683283659128179) | > avg_loss_1: 31.849641139690693 (+0.4399009117713355)  > EPOCH: 920/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:02:18)   --> TIME: 2024-06-12 08:02:28 -- STEP: 24/330 -- GLOBAL_STEP: 391625 | > loss_disc: 2.3381683826446533 (2.3225890696048737) | > loss_disc_real_0: 0.1169244796037674 (0.1021250868216157) | > loss_disc_real_1: 0.18381179869174957 (0.195102217917641) | > loss_disc_real_2: 0.19461509585380554 (0.20899482940634093) | > loss_disc_real_3: 0.2177910953760147 (0.22497708971301714) | > loss_disc_real_4: 0.23628976941108704 (0.23158259938160577) | > loss_disc_real_5: 0.2146671861410141 (0.2285562064498663) | > loss_0: 2.3381683826446533 (2.3225890696048737) | > grad_norm_0: tensor(6.6544, device='cuda:0') (tensor(7.2062, device='cuda:0')) | > loss_gen: 2.463331937789917 (2.484347174564997) | > loss_kl: 1.712674856185913 (1.8986547887325287) | > loss_feat: 7.491847991943359 (6.885839482148488) | > loss_mel: 17.472431182861328 (17.245316267013546) | > loss_duration: 1.9250822067260742 (2.0133915493885675) | > loss_1: 31.06536865234375 (30.527549346288044) | > grad_norm_1: tensor(119.1596, device='cuda:0') (tensor(84.9441, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.3651 (0.36159550150235503) | > loader_time: 0.0032 (0.0032427310943603516)  --> TIME: 2024-06-12 08:02:37 -- STEP: 49/330 -- GLOBAL_STEP: 391650 | > loss_disc: 2.3932526111602783 (2.340317054670684) | > loss_disc_real_0: 0.11592482030391693 (0.1047693808772126) | > loss_disc_real_1: 0.19764332473278046 (0.1930350451445093) | > loss_disc_real_2: 0.1898151934146881 (0.2088452066693987) | > loss_disc_real_3: 0.18717867136001587 (0.22488862914698465) | > loss_disc_real_4: 0.22528387606143951 (0.23169061298273047) | > loss_disc_real_5: 0.21154522895812988 (0.22708959451743535) | > loss_0: 2.3932526111602783 (2.340317054670684) | > grad_norm_0: tensor(9.3417, device='cuda:0') (tensor(7.6647, device='cuda:0')) | > loss_gen: 2.511812448501587 (2.491286866518916) | > loss_kl: 2.012314796447754 (1.9214447347485288) | > loss_feat: 7.104763984680176 (6.994384512609365) | > loss_mel: 17.03601837158203 (17.24378180990414) | > loss_duration: 1.9249757528305054 (1.9814887095470817) | > loss_1: 30.589885711669922 (30.632386655223613) | > grad_norm_1: tensor(68.6975, device='cuda:0') (tensor(91.9996, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.3577 (0.36100686812887384) | > loader_time: 0.0032 (0.0034184358557876274)  --> TIME: 2024-06-12 08:02:47 -- STEP: 74/330 -- GLOBAL_STEP: 391675 | > loss_disc: 2.3414297103881836 (2.3434210790170207) | > loss_disc_real_0: 0.11111585795879364 (0.10664782018677608) | > loss_disc_real_1: 0.1930130422115326 (0.1927820315232148) | > loss_disc_real_2: 0.23076941072940826 (0.20860270350366023) | > loss_disc_real_3: 0.24729575216770172 (0.22652379302559672) | > loss_disc_real_4: 0.2544972598552704 (0.2321460055741104) | > loss_disc_real_5: 0.22482794523239136 (0.22787354423387632) | > loss_0: 2.3414297103881836 (2.3434210790170207) | > grad_norm_0: tensor(10.6305, device='cuda:0') (tensor(8.1794, device='cuda:0')) | > loss_gen: 2.605926990509033 (2.4931470220153393) | > loss_kl: 2.0483388900756836 (1.9536417481061574) | > loss_feat: 7.014790058135986 (7.035375659530227) | > loss_mel: 16.964357376098633 (17.23691414497994) | > loss_duration: 1.8993940353393555 (1.9735236039032806) | > loss_1: 30.532806396484375 (30.692602363792627) | > grad_norm_1: tensor(71.0762, device='cuda:0') (tensor(97.0306, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.3599 (0.36804784310830607) | > loader_time: 0.004 (0.003520617613921294)  --> TIME: 2024-06-12 08:02:56 -- STEP: 99/330 -- GLOBAL_STEP: 391700 | > loss_disc: 2.2595722675323486 (2.347564256552495) | > loss_disc_real_0: 0.09076616168022156 (0.10729240114339675) | > loss_disc_real_1: 0.2378251850605011 (0.19351887627683503) | > loss_disc_real_2: 0.17607958614826202 (0.20968045203974753) | > loss_disc_real_3: 0.25600987672805786 (0.22788579205069878) | > loss_disc_real_4: 0.24561962485313416 (0.23330634200211728) | > loss_disc_real_5: 0.20299431681632996 (0.2261642318482351) | > loss_0: 2.2595722675323486 (2.347564256552495) | > grad_norm_0: tensor(8.2118, device='cuda:0') (tensor(8.5745, device='cuda:0')) | > loss_gen: 2.5916905403137207 (2.492484839275629) | > loss_kl: 1.870289921760559 (1.9687974031525428) | > loss_feat: 7.387323379516602 (7.016682764496466) | > loss_mel: 17.123313903808594 (17.204188144568256) | > loss_duration: 1.9846978187561035 (1.9750977561931418) | > loss_1: 30.95731544494629 (30.657251069040008) | > grad_norm_1: tensor(71.6222, device='cuda:0') (tensor(106.0022, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.3688 (0.3685520658589373) | > loader_time: 0.004 (0.0036057655257408067)  --> TIME: 2024-06-12 08:03:06 -- STEP: 124/330 -- GLOBAL_STEP: 391725 | > loss_disc: 2.367279052734375 (2.3505408263975585) | > loss_disc_real_0: 0.08416011184453964 (0.10847873895639373) | > loss_disc_real_1: 0.1665354073047638 (0.19328477702313854) | > loss_disc_real_2: 0.20923428237438202 (0.20913311166148033) | > loss_disc_real_3: 0.20425346493721008 (0.22791953324790923) | > loss_disc_real_4: 0.21216616034507751 (0.23244902611740173) | > loss_disc_real_5: 0.2287660837173462 (0.2253143216573423) | > loss_0: 2.367279052734375 (2.3505408263975585) | > grad_norm_0: tensor(12.0792, device='cuda:0') (tensor(8.7313, device='cuda:0')) | > loss_gen: 2.455209732055664 (2.4875344614828783) | > loss_kl: 2.012006998062134 (1.971178423973822) | > loss_feat: 6.980710983276367 (7.014303341988595) | > loss_mel: 17.538619995117188 (17.18135530717913) | > loss_duration: 1.9941794872283936 (1.9801857509920675) | > loss_1: 30.98072624206543 (30.634557400980302) | > grad_norm_1: tensor(126.3429, device='cuda:0') (tensor(109.1549, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.3593 (0.3688554859930469) | > loader_time: 0.004 (0.003689694789148146)  --> TIME: 2024-06-12 08:03:15 -- STEP: 149/330 -- GLOBAL_STEP: 391750 | > loss_disc: 2.5051753520965576 (2.357842512578772) | > loss_disc_real_0: 0.12257847189903259 (0.1107746885226877) | > loss_disc_real_1: 0.1806853860616684 (0.19382442583973775) | > loss_disc_real_2: 0.21898789703845978 (0.21077361102872247) | > loss_disc_real_3: 0.24914740025997162 (0.22817577581677662) | > loss_disc_real_4: 0.24901975691318512 (0.23312097537837573) | > loss_disc_real_5: 0.255374550819397 (0.22530670124012353) | > loss_0: 2.5051753520965576 (2.357842512578772) | > grad_norm_0: tensor(9.6750, device='cuda:0') (tensor(9.0448, device='cuda:0')) | > loss_gen: 2.3210623264312744 (2.4803034843214404) | > loss_kl: 2.09136700630188 (1.9753143883391515) | > loss_feat: 6.762613296508789 (6.9912771762617485) | > loss_mel: 17.198421478271484 (17.152920825369417) | > loss_duration: 2.025500535964966 (1.9854221472004117) | > loss_1: 30.39896583557129 (30.585238104698643) | > grad_norm_1: tensor(96.7932, device='cuda:0') (tensor(110.4819, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.4042 (0.37058158688897247) | > loader_time: 0.005 (0.0038016114458941774)  --> TIME: 2024-06-12 08:03:26 -- STEP: 174/330 -- GLOBAL_STEP: 391775 | > loss_disc: 2.3927671909332275 (2.364646755415818) | > loss_disc_real_0: 0.10959289968013763 (0.11272196612995246) | > loss_disc_real_1: 0.16645140945911407 (0.19423843577675437) | > loss_disc_real_2: 0.21685822308063507 (0.21164395428937058) | > loss_disc_real_3: 0.2325248271226883 (0.2287322694714042) | > loss_disc_real_4: 0.22865234315395355 (0.23285787201475824) | > loss_disc_real_5: 0.20194555819034576 (0.2250879226231027) | > loss_0: 2.3927671909332275 (2.364646755415818) | > grad_norm_0: tensor(9.9712, device='cuda:0') (tensor(9.4625, device='cuda:0')) | > loss_gen: 2.3968687057495117 (2.4708202940294117) | > loss_kl: 2.1897847652435303 (1.9856654775553737) | > loss_feat: 6.726734638214111 (6.962114213526934) | > loss_mel: 17.277359008789062 (17.114847451791007) | > loss_duration: 2.0840463638305664 (1.9915928354208496) | > loss_1: 30.674793243408203 (30.525040297672668) | > grad_norm_1: tensor(152.5058, device='cuda:0') (tensor(115.1887, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.4177 (0.3753071612325206) | > loader_time: 0.0051 (0.0039633279559256026)  --> TIME: 2024-06-12 08:03:36 -- STEP: 199/330 -- GLOBAL_STEP: 391800 | > loss_disc: 2.352902412414551 (2.370570482321121) | > loss_disc_real_0: 0.13398797810077667 (0.11415923023643205) | > loss_disc_real_1: 0.24051323533058167 (0.19506363810306818) | > loss_disc_real_2: 0.24452760815620422 (0.21215008685936282) | > loss_disc_real_3: 0.2694448232650757 (0.2296134932107063) | > loss_disc_real_4: 0.2581770122051239 (0.23365730204474386) | > loss_disc_real_5: 0.2377004325389862 (0.22551721843642805) | > loss_0: 2.352902412414551 (2.370570482321121) | > grad_norm_0: tensor(10.9460, device='cuda:0') (tensor(9.8492, device='cuda:0')) | > loss_gen: 2.4242031574249268 (2.466442842579368) | > loss_kl: 2.057014226913452 (1.99475689449502) | > loss_feat: 6.658802032470703 (6.945033094990793) | > loss_mel: 17.36541175842285 (17.101738517607888) | > loss_duration: 2.1246883869171143 (2.0006463737344027) | > loss_1: 30.6301212310791 (30.50861774617104) | > grad_norm_1: tensor(264.6073, device='cuda:0') (tensor(121.2811, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.4066 (0.3799225864697939) | > loader_time: 0.0048 (0.004108393012578764)  --> TIME: 2024-06-12 08:03:47 -- STEP: 224/330 -- GLOBAL_STEP: 391825 | > loss_disc: 2.32804536819458 (2.3704635011298323) | > loss_disc_real_0: 0.1088557243347168 (0.11505514838998872) | > loss_disc_real_1: 0.17177413403987885 (0.19565788895956107) | > loss_disc_real_2: 0.18120478093624115 (0.21204373579738395) | > loss_disc_real_3: 0.2227465808391571 (0.22931836192895258) | > loss_disc_real_4: 0.2043401449918747 (0.23300357069820166) | > loss_disc_real_5: 0.2054091840982437 (0.22491507604718208) | > loss_0: 2.32804536819458 (2.3704635011298323) | > grad_norm_0: tensor(7.9559, device='cuda:0') (tensor(10.9464, device='cuda:0')) | > loss_gen: 2.5177249908447266 (2.4681521696703785) | > loss_kl: 2.016479730606079 (2.0055684798530162) | > loss_feat: 7.322713375091553 (6.952225370066507) | > loss_mel: 17.130796432495117 (17.070889128105993) | > loss_duration: 2.1223764419555664 (2.0088578095393523) | > loss_1: 31.110092163085938 (30.50569294180189) | > grad_norm_1: tensor(420.9632, device='cuda:0') (tensor(140.9782, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.3943 (0.3831091054848261) | > loader_time: 0.0049 (0.0042389173592839915)  --> TIME: 2024-06-12 08:03:57 -- STEP: 249/330 -- GLOBAL_STEP: 391850 | > loss_disc: 2.2435014247894287 (2.3700389766310117) | > loss_disc_real_0: 0.0918106883764267 (0.1159795992166163) | > loss_disc_real_1: 0.2303077131509781 (0.19565058556426482) | > loss_disc_real_2: 0.21000030636787415 (0.21223681369220396) | > loss_disc_real_3: 0.23439611494541168 (0.22941871196869387) | > loss_disc_real_4: 0.26235684752464294 (0.23314283447093273) | > loss_disc_real_5: 0.21243500709533691 (0.22401033682995533) | > loss_0: 2.2435014247894287 (2.3700389766310117) | > grad_norm_0: tensor(24.9721, device='cuda:0') (tensor(12.7588, device='cuda:0')) | > loss_gen: 2.845146417617798 (2.4750684590703522) | > loss_kl: 2.152733325958252 (2.0123890509088347) | > loss_feat: 7.7992730140686035 (6.970574737073906) | > loss_mel: 16.40347671508789 (17.044852478915917) | > loss_duration: 2.0853753089904785 (2.0179079675291454) | > loss_1: 31.2860050201416 (30.520792689189374) | > grad_norm_1: tensor(401.2686, device='cuda:0') (tensor(163.4569, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.4197 (0.3863416981984333) | > loader_time: 0.0054 (0.0043891788007743866)  --> TIME: 2024-06-12 08:04:09 -- STEP: 274/330 -- GLOBAL_STEP: 391875 | > loss_disc: 2.292034149169922 (2.3686570573027117) | > loss_disc_real_0: 0.12852714955806732 (0.11687440648131127) | > loss_disc_real_1: 0.2079496681690216 (0.19554560495554096) | > loss_disc_real_2: 0.20989681780338287 (0.21238523210487228) | > loss_disc_real_3: 0.2495039850473404 (0.22971479534885308) | > loss_disc_real_4: 0.25352177023887634 (0.2327454591537044) | > loss_disc_real_5: 0.18362365663051605 (0.22291675851727924) | > loss_0: 2.292034149169922 (2.3686570573027117) | > grad_norm_0: tensor(62.6416, device='cuda:0') (tensor(14.9060, device='cuda:0')) | > loss_gen: 2.6458215713500977 (2.48387157046882) | > loss_kl: 2.057398557662964 (2.019048129990152) | > loss_feat: 7.384361743927002 (6.9989577801558225) | > loss_mel: 15.735016822814941 (17.000866120749155) | > loss_duration: 2.099048376083374 (2.02708755052873) | > loss_1: 29.921646118164062 (30.52983114145098) | > grad_norm_1: tensor(771.0218, device='cuda:0') (tensor(192.0162, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.4457 (0.39066972262667904) | > loader_time: 0.0066 (0.0045213342583092465)  --> TIME: 2024-06-12 08:04:20 -- STEP: 299/330 -- GLOBAL_STEP: 391900 | > loss_disc: 2.4012796878814697 (2.370817138199822) | > loss_disc_real_0: 0.14337417483329773 (0.11834770715156925) | > loss_disc_real_1: 0.18038232624530792 (0.19588384470812048) | > loss_disc_real_2: 0.23967602849006653 (0.2123877768432815) | > loss_disc_real_3: 0.20043893158435822 (0.22972328547251264) | > loss_disc_real_4: 0.2127547413110733 (0.23272657200046207) | > loss_disc_real_5: 0.19571079313755035 (0.22244549470402325) | > loss_0: 2.4012796878814697 (2.370817138199822) | > grad_norm_0: tensor(29.4439, device='cuda:0') (tensor(16.4101, device='cuda:0')) | > loss_gen: 2.3964157104492188 (2.4827603855260647) | > loss_kl: 2.2966794967651367 (2.0235481457566737) | > loss_feat: 7.2589569091796875 (7.001795776711658) | > loss_mel: 16.860307693481445 (16.965701859132906) | > loss_duration: 2.195128917694092 (2.037946155238711) | > loss_1: 31.007488250732422 (30.5117523167843) | > grad_norm_1: tensor(472.0341, device='cuda:0') (tensor(213.3835, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.4696 (0.3965857850269329) | > loader_time: 0.0066 (0.004696164242798669)  --> TIME: 2024-06-12 08:04:34 -- STEP: 324/330 -- GLOBAL_STEP: 391925 | > loss_disc: 2.5032026767730713 (2.377687132652894) | > loss_disc_real_0: 0.23007380962371826 (0.12077633997448432) | > loss_disc_real_1: 0.18817023932933807 (0.19711941816372633) | > loss_disc_real_2: 0.21749164164066315 (0.21238697416804456) | > loss_disc_real_3: 0.24541333317756653 (0.23007570579648018) | > loss_disc_real_4: 0.2566801607608795 (0.2331328848261892) | > loss_disc_real_5: 0.23889786005020142 (0.22276368806207622) | > loss_0: 2.5032026767730713 (2.377687132652894) | > grad_norm_0: tensor(15.0374, device='cuda:0') (tensor(17.0856, device='cuda:0')) | > loss_gen: 2.258471965789795 (2.4768670076205406) | > loss_kl: 2.089918375015259 (2.03162579992671) | > loss_feat: 9.051167488098145 (7.031231944943651) | > loss_mel: 16.730628967285156 (16.919298875479058) | > loss_duration: 2.2518131732940674 (2.0527853145275596) | > loss_1: 32.38199996948242 (30.51180891343105) | > grad_norm_1: tensor(208.9786, device='cuda:0') (tensor(225.4786, device='cuda:0')) | > current_lr_0: 0.00017827194734034503 | > current_lr_1: 0.00017827194734034503 | > step_time: 0.5933 (0.40738173399442507) | > loader_time: 0.0094 (0.004946507053610722)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2744901180267334 (2.2744901180267334) | > loss_disc_real_0: 0.08378035575151443 (0.08378035575151443) | > loss_disc_real_1: 0.2326134741306305 (0.2326134741306305) | > loss_disc_real_2: 0.23854215443134308 (0.23854215443134308) | > loss_disc_real_3: 0.21714754402637482 (0.21714754402637482) | > loss_disc_real_4: 0.28892001509666443 (0.28892001509666443) | > loss_disc_real_5: 0.2541465759277344 (0.2541465759277344) | > loss_0: 2.2744901180267334 (2.2744901180267334) | > loss_gen: 2.6787681579589844 (2.6787681579589844) | > loss_kl: 2.5219173431396484 (2.5219173431396484) | > loss_feat: 7.671023845672607 (7.671023845672607) | > loss_mel: 18.564987182617188 (18.564987182617188) | > loss_duration: 2.9259257316589355 (2.9259257316589355) | > loss_1: 34.36262130737305 (34.36262130737305)  --> STEP: 1 | > loss_disc: 2.3461437225341797 (2.3461437225341797) | > loss_disc_real_0: 0.09015228599309921 (0.09015228599309921) | > loss_disc_real_1: 0.15568946301937103 (0.15568946301937103) | > loss_disc_real_2: 0.2165989726781845 (0.2165989726781845) | > loss_disc_real_3: 0.2112635225057602 (0.2112635225057602) | > loss_disc_real_4: 0.23242737352848053 (0.23242737352848053) | > loss_disc_real_5: 0.2975194752216339 (0.2975194752216339) | > loss_0: 2.3461437225341797 (2.3461437225341797) | > loss_gen: 2.302116870880127 (2.302116870880127) | > loss_kl: 3.888955593109131 (3.888955593109131) | > loss_feat: 6.6833086013793945 (6.6833086013793945) | > loss_mel: 17.6849365234375 (17.6849365234375) | > loss_duration: 2.622037887573242 (2.622037887573242) | > loss_1: 33.18135452270508 (33.18135452270508)  --> STEP: 2 | > loss_disc: 2.409684658050537 (2.3779141902923584) | > loss_disc_real_0: 0.08706057816743851 (0.08860643208026886) | > loss_disc_real_1: 0.2206474393606186 (0.1881684511899948) | > loss_disc_real_2: 0.3021031320095062 (0.25935105234384537) | > loss_disc_real_3: 0.254104346036911 (0.2326839342713356) | > loss_disc_real_4: 0.2914501428604126 (0.26193875819444656) | > loss_disc_real_5: 0.20323821902275085 (0.2503788471221924) | > loss_0: 2.409684658050537 (2.3779141902923584) | > loss_gen: 2.4696614742279053 (2.385889172554016) | > loss_kl: 3.436215400695801 (3.662585496902466) | > loss_feat: 6.258490562438965 (6.47089958190918) | > loss_mel: 20.760286331176758 (19.22261142730713) | > loss_duration: 2.4863381385803223 (2.5541880130767822) | > loss_1: 35.41099166870117 (34.296173095703125)  --> STEP: 3 | > loss_disc: 2.254317045211792 (2.3367151419321694) | > loss_disc_real_0: 0.17980939149856567 (0.11900741855303447) | > loss_disc_real_1: 0.14172989130020142 (0.17268893122673035) | > loss_disc_real_2: 0.1668296754360199 (0.22851059337457022) | > loss_disc_real_3: 0.19978635013103485 (0.22171807289123535) | > loss_disc_real_4: 0.20443914830684662 (0.24277222156524658) | > loss_disc_real_5: 0.18249984085559845 (0.22775251169999441) | > loss_0: 2.254317045211792 (2.3367151419321694) | > loss_gen: 2.4466798305511475 (2.4061527252197266) | > loss_kl: 3.751382350921631 (3.6921844482421875) | > loss_feat: 7.389298439025879 (6.777032534281413) | > loss_mel: 17.995601654052734 (18.813608169555664) | > loss_duration: 2.3531148433685303 (2.4871636231740317) | > loss_1: 33.93607711791992 (34.176141103108726)  --> STEP: 4 | > loss_disc: 2.5444953441619873 (2.388660192489624) | > loss_disc_real_0: 0.2306867092847824 (0.14692724123597145) | > loss_disc_real_1: 0.3326220214366913 (0.21267220377922058) | > loss_disc_real_2: 0.27903375029563904 (0.24114138260483742) | > loss_disc_real_3: 0.2690238952636719 (0.23354452848434448) | > loss_disc_real_4: 0.21123751997947693 (0.23488854616880417) | > loss_disc_real_5: 0.19499486684799194 (0.2195631004869938) | > loss_0: 2.5444953441619873 (2.388660192489624) | > loss_gen: 2.5918214321136475 (2.452569901943207) | > loss_kl: 3.88842511177063 (3.741244614124298) | > loss_feat: 4.342405319213867 (6.168375730514526) | > loss_mel: 17.740079879760742 (18.545226097106934) | > loss_duration: 2.3820290565490723 (2.4608799815177917) | > loss_1: 30.944759368896484 (33.368295669555664)  --> STEP: 5 | > loss_disc: 2.2128279209136963 (2.3534937381744383) | > loss_disc_real_0: 0.24902614951133728 (0.1673470228910446) | > loss_disc_real_1: 0.2668468654155731 (0.2235071361064911) | > loss_disc_real_2: 0.20185916125774384 (0.2332849383354187) | > loss_disc_real_3: 0.21228814125061035 (0.22929325103759765) | > loss_disc_real_4: 0.20416979491710663 (0.22874479591846467) | > loss_disc_real_5: 0.19834549725055695 (0.21531957983970643) | > loss_0: 2.2128279209136963 (2.3534937381744383) | > loss_gen: 2.9824881553649902 (2.5585535526275636) | > loss_kl: 2.7655179500579834 (3.5460992813110352) | > loss_feat: 6.43554162979126 (6.221808910369873) | > loss_mel: 18.469812393188477 (18.530143356323244) | > loss_duration: 2.47064471244812 (2.4628329277038574) | > loss_1: 33.12400436401367 (33.319437408447264)  --> STEP: 6 | > loss_disc: 2.520524501800537 (2.381332198778788) | > loss_disc_real_0: 0.1262962818145752 (0.16050523271163306) | > loss_disc_real_1: 0.2806931436061859 (0.23303813735644022) | > loss_disc_real_2: 0.3054937422275543 (0.24531973898410797) | > loss_disc_real_3: 0.26468586921691895 (0.2351920207341512) | > loss_disc_real_4: 0.22276873886585236 (0.22774878640969595) | > loss_disc_real_5: 0.19678376615047455 (0.21223027755816778) | > loss_0: 2.520524501800537 (2.381332198778788) | > loss_gen: 2.594874620437622 (2.5646070639292398) | > loss_kl: 3.7647159099578857 (3.5825353860855103) | > loss_feat: 6.569887161254883 (6.279821952184041) | > loss_mel: 17.572650909423828 (18.370561281840008) | > loss_duration: 2.1906468868255615 (2.4174685875574746) | > loss_1: 32.69277572631836 (33.21499379475912)  --> STEP: 7 | > loss_disc: 2.648426055908203 (2.4194884640829906) | > loss_disc_real_0: 0.12049190700054169 (0.15478904332433427) | > loss_disc_real_1: 0.29282891750335693 (0.24157967737742833) | > loss_disc_real_2: 0.24981625378131866 (0.24596209824085236) | > loss_disc_real_3: 0.2904868721961975 (0.24309128522872925) | > loss_disc_real_4: 0.2280007153749466 (0.2277847762618746) | > loss_disc_real_5: 0.24951422214508057 (0.21755655535629817) | > loss_0: 2.648426055908203 (2.4194884640829906) | > loss_gen: 2.3193109035491943 (2.529564755303519) | > loss_kl: 4.633877277374268 (3.732727084841047) | > loss_feat: 7.339908599853516 (6.431262901851109) | > loss_mel: 17.894287109375 (18.302522114345006) | > loss_duration: 2.5472989082336426 (2.436015776225499) | > loss_1: 34.73468017578125 (33.43209184919085)  --> STEP: 8 | > loss_disc: 2.5267386436462402 (2.4328947365283966) | > loss_disc_real_0: 0.14722788333892822 (0.15384389832615852) | > loss_disc_real_1: 0.21114645898342133 (0.23777552507817745) | > loss_disc_real_2: 0.17644478380680084 (0.23727243393659592) | > loss_disc_real_3: 0.2740565836429596 (0.24696194753050804) | > loss_disc_real_4: 0.2251971960067749 (0.22746132872998714) | > loss_disc_real_5: 0.23552380502223969 (0.21980246156454086) | > loss_0: 2.5267386436462402 (2.4328947365283966) | > loss_gen: 2.209874153137207 (2.48960343003273) | > loss_kl: 3.517723560333252 (3.7058516442775726) | > loss_feat: 9.01706600189209 (6.754488289356232) | > loss_mel: 17.007673263549805 (18.140666007995605) | > loss_duration: 2.3255035877227783 (2.4222017526626587) | > loss_1: 34.077842712402344 (33.512810707092285)  --> STEP: 9 | > loss_disc: 2.737064838409424 (2.4666914145151773) | > loss_disc_real_0: 0.24427300691604614 (0.16389157705836827) | > loss_disc_real_1: 0.23666970431804657 (0.23765265610482958) | > loss_disc_real_2: 0.2457493096590042 (0.2382143090168635) | > loss_disc_real_3: 0.2415410876274109 (0.24635962976349723) | > loss_disc_real_4: 0.2918137013912201 (0.23461159235901302) | > loss_disc_real_5: 0.24157856404781342 (0.2222220285071267) | > loss_0: 2.737064838409424 (2.4666914145151773) | > loss_gen: 2.2251052856445312 (2.4602147473229303) | > loss_kl: 2.2764623165130615 (3.5470306078592935) | > loss_feat: 6.743801593780518 (6.753300878736708) | > loss_mel: 18.877464294433594 (18.222532484266495) | > loss_duration: 2.204237461090088 (2.397983498043484) | > loss_1: 32.32707214355469 (33.38106197781033)  --> STEP: 10 | > loss_disc: 2.5759670734405518 (2.4776189804077147) | > loss_disc_real_0: 0.16526317596435547 (0.16402873694896697) | > loss_disc_real_1: 0.26956644654273987 (0.2408440351486206) | > loss_disc_real_2: 0.3163190484046936 (0.2460247829556465) | > loss_disc_real_3: 0.319315105676651 (0.25365517735481263) | > loss_disc_real_4: 0.32517388463020325 (0.24366782158613204) | > loss_disc_real_5: 0.28115808963775635 (0.22811563462018966) | > loss_0: 2.5759670734405518 (2.4776189804077147) | > loss_gen: 2.7266433238983154 (2.486857604980469) | > loss_kl: 3.331174612045288 (3.525445008277893) | > loss_feat: 6.220129489898682 (6.699983739852906) | > loss_mel: 18.10690689086914 (18.210969924926758) | > loss_duration: 2.401434898376465 (2.3983286380767823) | > loss_1: 32.78628921508789 (33.321584701538086)  --> STEP: 11 | > loss_disc: 2.2375783920288086 (2.4557971087369053) | > loss_disc_real_0: 0.12168562412261963 (0.1601793630556627) | > loss_disc_real_1: 0.18575400114059448 (0.23583585023880005) | > loss_disc_real_2: 0.321353554725647 (0.25287285311655566) | > loss_disc_real_3: 0.16839662194252014 (0.24590439959005875) | > loss_disc_real_4: 0.20165638625621796 (0.2398486001925035) | > loss_disc_real_5: 0.20395201444625854 (0.225918941877105) | > loss_0: 2.2375783920288086 (2.4557971087369053) | > loss_gen: 2.5479698181152344 (2.4924132607199927) | > loss_kl: 3.8354742527008057 (3.5536294850436123) | > loss_feat: 7.154577255249023 (6.741310423070734) | > loss_mel: 16.73197364807129 (18.0765157179399) | > loss_duration: 2.528740167617798 (2.41018423167142) | > loss_1: 32.798736572265625 (33.274053053422406)  --> STEP: 12 | > loss_disc: 2.272848606109619 (2.4405514001846313) | > loss_disc_real_0: 0.10685787349939346 (0.15573590559264025) | > loss_disc_real_1: 0.2710568308830261 (0.23877093195915222) | > loss_disc_real_2: 0.16895411908626556 (0.24587962528069815) | > loss_disc_real_3: 0.16756977140903473 (0.23937651390830675) | > loss_disc_real_4: 0.21783599257469177 (0.2380142162243525) | > loss_disc_real_5: 0.29885315895080566 (0.2319967932999134) | > loss_0: 2.272848606109619 (2.4405514001846313) | > loss_gen: 2.5404257774353027 (2.4964143037796016) | > loss_kl: 2.6372461318969727 (3.4772642056147256) | > loss_feat: 6.949863910675049 (6.758689880371094) | > loss_mel: 18.24543571472168 (18.09059238433838) | > loss_duration: 2.2598297595977783 (2.3976546923319497) | > loss_1: 32.6328010559082 (33.22061538696289)  --> STEP: 13 | > loss_disc: 2.5215375423431396 (2.4467811034275937) | > loss_disc_real_0: 0.16998735070228577 (0.15683217060107452) | > loss_disc_real_1: 0.23358556628227234 (0.2383720576763153) | > loss_disc_real_2: 0.19353900849819183 (0.2418534239897361) | > loss_disc_real_3: 0.21124503016471863 (0.23721255362033844) | > loss_disc_real_4: 0.2541508078575134 (0.23925549250382644) | > loss_disc_real_5: 0.20357239246368408 (0.22981030092789576) | > loss_0: 2.5215375423431396 (2.4467811034275937) | > loss_gen: 2.1634724140167236 (2.470803389182457) | > loss_kl: 3.3789587020874023 (3.4697022438049316) | > loss_feat: 7.267295837402344 (6.797813415527344) | > loss_mel: 15.651769638061523 (17.902990634624775) | > loss_duration: 2.3297057151794434 (2.392427847935603) | > loss_1: 30.791202545166016 (33.033737476055435)  --> STEP: 14 | > loss_disc: 2.399543285369873 (2.443406973566328) | > loss_disc_real_0: 0.09716066718101501 (0.15256992035678454) | > loss_disc_real_1: 0.22558343410491943 (0.23745858456407273) | > loss_disc_real_2: 0.24378877878189087 (0.24199166361774718) | > loss_disc_real_3: 0.28880423307418823 (0.24089767358132771) | > loss_disc_real_4: 0.24189622700214386 (0.2394441163965634) | > loss_disc_real_5: 0.18955591320991516 (0.22693498751946858) | > loss_0: 2.399543285369873 (2.443406973566328) | > loss_gen: 2.3265252113342285 (2.4604978050504407) | > loss_kl: 3.8065361976623535 (3.493761811937605) | > loss_feat: 6.612955570220947 (6.784609283719744) | > loss_mel: 19.03575325012207 (17.98390225001744) | > loss_duration: 2.4452359676361084 (2.3961998564856395) | > loss_1: 34.22700500488281 (33.11897087097167)  --> STEP: 15 | > loss_disc: 2.761622428894043 (2.464621337254842) | > loss_disc_real_0: 0.2573980987071991 (0.15955846558014553) | > loss_disc_real_1: 0.317331999540329 (0.24278347889582316) | > loss_disc_real_2: 0.19085732102394104 (0.23858270744482676) | > loss_disc_real_3: 0.2696141004562378 (0.24281210203965506) | > loss_disc_real_4: 0.3084733486175537 (0.24404606521129607) | > loss_disc_real_5: 0.24738238751888275 (0.22829814751942953) | > loss_0: 2.761622428894043 (2.464621337254842) | > loss_gen: 2.3135316371917725 (2.4507000605265294) | > loss_kl: 3.404322624206543 (3.4877991994222004) | > loss_feat: 5.0110955238342285 (6.666375033060709) | > loss_mel: 16.037044525146484 (17.85411173502604) | > loss_duration: 2.3489603996276855 (2.3930505593617757) | > loss_1: 29.11495590209961 (32.85203653971353)  --> STEP: 16 | > loss_disc: 2.5029115676879883 (2.4670144766569138) | > loss_disc_real_0: 0.23682299256324768 (0.1643874985165894) | > loss_disc_real_1: 0.2178226262331009 (0.24122342560440302) | > loss_disc_real_2: 0.233481302857399 (0.23826386965811253) | > loss_disc_real_3: 0.2196485698223114 (0.24136438127607107) | > loss_disc_real_4: 0.24937187135219574 (0.2443789280951023) | > loss_disc_real_5: 0.2009238451719284 (0.2265872536227107) | > loss_0: 2.5029115676879883 (2.4670144766569138) | > loss_gen: 2.281130313873291 (2.440101951360702) | > loss_kl: 2.8205199241638184 (3.4460942447185516) | > loss_feat: 5.820557594299316 (6.613511443138123) | > loss_mel: 15.412854194641113 (17.701533138751984) | > loss_duration: 2.4106175899505615 (2.394148498773575) | > loss_1: 28.74567985534668 (32.5953892469406)  --> STEP: 17 | > loss_disc: 2.5789079666137695 (2.473596446654376) | > loss_disc_real_0: 0.169276624917984 (0.16467509418725967) | > loss_disc_real_1: 0.23654106259346008 (0.24094799248611226) | > loss_disc_real_2: 0.3469305634498596 (0.2446560281164506) | > loss_disc_real_3: 0.2772628664970398 (0.24347605687730453) | > loss_disc_real_4: 0.30229079723358154 (0.2477855086326599) | > loss_disc_real_5: 0.3429027497768402 (0.23342934163177714) | > loss_0: 2.5789079666137695 (2.473596446654376) | > loss_gen: 2.773242473602295 (2.459698452669031) | > loss_kl: 2.572408676147461 (3.3947009759790756) | > loss_feat: 6.019265651702881 (6.578555808347814) | > loss_mel: 17.45591163635254 (17.687084815081427) | > loss_duration: 2.471984386444092 (2.3987270804012524) | > loss_1: 31.292814254760742 (32.51876718857708)  --> STEP: 18 | > loss_disc: 2.5213916301727295 (2.476251734627618) | > loss_disc_real_0: 0.14507755637168884 (0.16358634208639464) | > loss_disc_real_1: 0.18935227394104004 (0.2380815636780527) | > loss_disc_real_2: 0.18532902002334595 (0.24136008322238922) | > loss_disc_real_3: 0.21239109337329865 (0.2417491144604153) | > loss_disc_real_4: 0.2100968211889267 (0.2456916926635636) | > loss_disc_real_5: 0.25507208704948425 (0.2346317163772053) | > loss_0: 2.5213916301727295 (2.476251734627618) | > loss_gen: 2.0392327308654785 (2.436339245902167) | > loss_kl: 3.963822841644287 (3.4263188574049206) | > loss_feat: 8.493541717529297 (6.684943914413452) | > loss_mel: 16.466461181640625 (17.619272391001385) | > loss_duration: 2.324636459350586 (2.3946109347873263) | > loss_1: 33.287696838378906 (32.56148550245496)  --> STEP: 19 | > loss_disc: 2.495661973953247 (2.4772733261710718) | > loss_disc_real_0: 0.1826341450214386 (0.16458885803034431) | > loss_disc_real_1: 0.2091166228055954 (0.2365570931058181) | > loss_disc_real_2: 0.1734119951725006 (0.23778386806186877) | > loss_disc_real_3: 0.25622615218162537 (0.2425110638141632) | > loss_disc_real_4: 0.30909302830696106 (0.2490286050658477) | > loss_disc_real_5: 0.27101433277130127 (0.236546590924263) | > loss_0: 2.495661973953247 (2.4772733261710718) | > loss_gen: 2.3637545108795166 (2.432518996690449) | > loss_kl: 2.0939829349517822 (3.3561959141179134) | > loss_feat: 4.986334323883057 (6.595543409648695) | > loss_mel: 15.963479042053223 (17.53212537263569) | > loss_duration: 2.356597900390625 (2.3926102487664473) | > loss_1: 27.764148712158203 (32.30899409243934)  --> STEP: 20 | > loss_disc: 2.4556212425231934 (2.476190721988678) | > loss_disc_real_0: 0.123860202729702 (0.1625524252653122) | > loss_disc_real_1: 0.2729315459728241 (0.23837581574916838) | > loss_disc_real_2: 0.2407279908657074 (0.2379310742020607) | > loss_disc_real_3: 0.2252100110054016 (0.24164601117372514) | > loss_disc_real_4: 0.23475436866283417 (0.24831489324569703) | > loss_disc_real_5: 0.2568310797214508 (0.23756081536412238) | > loss_0: 2.4556212425231934 (2.476190721988678) | > loss_gen: 2.5713672637939453 (2.439461410045624) | > loss_kl: 2.452582836151123 (3.311015260219574) | > loss_feat: 6.820677757263184 (6.606800127029419) | > loss_mel: 16.028003692626953 (17.456919288635255) | > loss_duration: 2.3417959213256836 (2.390069532394409) | > loss_1: 30.214427947998047 (32.20426578521728)  --> STEP: 21 | > loss_disc: 2.414388418197632 (2.473247755141485) | > loss_disc_real_0: 0.10297635197639465 (0.15971546939441136) | > loss_disc_real_1: 0.2671005129814148 (0.23974365847451345) | > loss_disc_real_2: 0.2221793532371521 (0.23718099225135075) | > loss_disc_real_3: 0.14641304314136505 (0.23711110793408893) | > loss_disc_real_4: 0.27012330293655396 (0.24935338894526163) | > loss_disc_real_5: 0.21029162406921387 (0.23626228244531722) | > loss_0: 2.414388418197632 (2.473247755141485) | > loss_gen: 2.3898141384124756 (2.437097254253569) | > loss_kl: 2.511470317840576 (3.27294169153486) | > loss_feat: 5.926411151885986 (6.574400652022589) | > loss_mel: 15.844700813293457 (17.380146980285645) | > loss_duration: 2.164930820465088 (2.379348641350156) | > loss_1: 28.837326049804688 (32.0439353216262)  --> STEP: 22 | > loss_disc: 2.4216341972351074 (2.4709016843275586) | > loss_disc_real_0: 0.13234621286392212 (0.15847141227938913) | > loss_disc_real_1: 0.2180396169424057 (0.23875711113214493) | > loss_disc_real_2: 0.24749170243740082 (0.23764966089617123) | > loss_disc_real_3: 0.24359048902988434 (0.2374056252566251) | > loss_disc_real_4: 0.1839822381734848 (0.24638197300108997) | > loss_disc_real_5: 0.17283381521701813 (0.23337917029857635) | > loss_0: 2.4216341972351074 (2.4709016843275586) | > loss_gen: 2.475822925567627 (2.4388575120405718) | > loss_kl: 2.4804604053497314 (3.236919814890081) | > loss_feat: 8.504239082336426 (6.662120580673218) | > loss_mel: 17.485963821411133 (17.38495683670044) | > loss_duration: 2.2065391540527344 (2.3714936646548184) | > loss_1: 33.15302276611328 (32.094348387284704)  --> STEP: 23 | > loss_disc: 2.3787834644317627 (2.4668965443320894) | > loss_disc_real_0: 0.14291581511497498 (0.15779508196789285) | > loss_disc_real_1: 0.17188160121440887 (0.2358494802661564) | > loss_disc_real_2: 0.21055763959884644 (0.23647174692672232) | > loss_disc_real_3: 0.2534015476703644 (0.23810110014417898) | > loss_disc_real_4: 0.21650831401348114 (0.24508311826249826) | > loss_disc_real_5: 0.19005955755710602 (0.23149570887503418) | > loss_0: 2.3787834644317627 (2.4668965443320894) | > loss_gen: 2.211540699005127 (2.4289741723433784) | > loss_kl: 3.4965124130249023 (3.248206449591595) | > loss_feat: 5.475892066955566 (6.610545427902885) | > loss_mel: 18.390317916870117 (17.428668188012164) | > loss_duration: 2.31691575050354 (2.3691207118656323) | > loss_1: 31.891178131103516 (32.08551489788552)  --> STEP: 24 | > loss_disc: 2.268156051635742 (2.4586156904697414) | > loss_disc_real_0: 0.08814795315265656 (0.15489311826725802) | > loss_disc_real_1: 0.269245445728302 (0.23724097882707915) | > loss_disc_real_2: 0.2363341599702835 (0.2364660141368707) | > loss_disc_real_3: 0.22989815473556519 (0.2377593107521534) | > loss_disc_real_4: 0.2040117233991623 (0.24337181014319262) | > loss_disc_real_5: 0.18468880653381348 (0.2295454212774833) | > loss_0: 2.268156051635742 (2.4586156904697414) | > loss_gen: 2.5435433387756348 (2.433747887611389) | > loss_kl: 3.335001230239868 (3.251822898785273) | > loss_feat: 7.432461738586426 (6.644791940848033) | > loss_mel: 17.479164123535156 (17.430772185325623) | > loss_duration: 2.433457374572754 (2.371801406145096) | > loss_1: 33.223628997802734 (32.1329363187154)  --> STEP: 25 | > loss_disc: 2.7175798416137695 (2.4689742565155024) | > loss_disc_real_0: 0.3171086311340332 (0.16138173878192902) | > loss_disc_real_1: 0.21179834008216858 (0.2362232732772827) | > loss_disc_real_2: 0.2974277436733246 (0.23890448331832886) | > loss_disc_real_3: 0.23206116259098053 (0.2375313848257065) | > loss_disc_real_4: 0.24256765842437744 (0.24333964407444) | > loss_disc_real_5: 0.25767621397972107 (0.23067065298557282) | > loss_0: 2.7175798416137695 (2.4689742565155024) | > loss_gen: 2.378673791885376 (2.4315449237823485) | > loss_kl: 3.2202086448669434 (3.25055832862854) | > loss_feat: 5.0823974609375 (6.582296161651612) | > loss_mel: 15.891518592834473 (17.369202041625975) | > loss_duration: 2.4198811054229736 (2.373724594116211) | > loss_1: 28.9926815032959 (32.007326126098626)  --> STEP: 26 | > loss_disc: 2.537975788116455 (2.4716281615770774) | > loss_disc_real_0: 0.15844333171844482 (0.16126872312564117) | > loss_disc_real_1: 0.13946247100830078 (0.23250170395924494) | > loss_disc_real_2: 0.3011682629585266 (0.24129924407372108) | > loss_disc_real_3: 0.24185094237327576 (0.23769752165445915) | > loss_disc_real_4: 0.2577798366546631 (0.24389503609675628) | > loss_disc_real_5: 0.2417459636926651 (0.23109662647430712) | > loss_0: 2.537975788116455 (2.4716281615770774) | > loss_gen: 2.1883649826049805 (2.4221918491216807) | > loss_kl: 2.336625099182129 (3.215407050572909) | > loss_feat: 9.254955291748047 (6.685090743578398) | > loss_mel: 16.224346160888672 (17.325169123136078) | > loss_duration: 2.329287052154541 (2.372015457886916) | > loss_1: 32.333580017089844 (32.01987435267521) --> EVAL PERFORMANCE | > avg_loader_time: 0.002403048368600699 (-0.00013032326331505369) | > avg_loss_disc: 2.4716281615770774 (-0.04815771946540304) | > avg_loss_disc_real_0: 0.16126872312564117 (-0.03162302563969904) | > avg_loss_disc_real_1: 0.23250170395924494 (+0.023487392526406498) | > avg_loss_disc_real_2: 0.24129924407372108 (-0.036646082997322055) | > avg_loss_disc_real_3: 0.23769752165445915 (-0.029000070805733053) | > avg_loss_disc_real_4: 0.24389503609675628 (-0.026365661277220787) | > avg_loss_disc_real_5: 0.23109662647430712 (-0.05134431100808651) | > avg_loss_0: 2.4716281615770774 (-0.04815771946540304) | > avg_loss_gen: 2.4221918491216807 (-0.22400018802055932) | > avg_loss_kl: 3.215407050572909 (+0.21911909030034016) | > avg_loss_feat: 6.685090743578398 (-0.056953760293813716) | > avg_loss_mel: 17.325169123136078 (+0.22912227190457557) | > avg_loss_duration: 2.372015457886916 (+0.0029458266038164815) | > avg_loss_1: 32.01987435267521 (+0.17023321298451677)  > EPOCH: 921/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:04:57)   --> TIME: 2024-06-12 08:05:05 -- STEP: 19/330 -- GLOBAL_STEP: 391950 | > loss_disc: 2.469656467437744 (2.3837553074485376) | > loss_disc_real_0: 0.15406781435012817 (0.1204606275025167) | > loss_disc_real_1: 0.24514585733413696 (0.20232699889885752) | > loss_disc_real_2: 0.1941470205783844 (0.21413970934717277) | > loss_disc_real_3: 0.23113487660884857 (0.2300014715445669) | > loss_disc_real_4: 0.25841739773750305 (0.22809629063857229) | > loss_disc_real_5: 0.2625550925731659 (0.21960269306835375) | > loss_0: 2.469656467437744 (2.3837553074485376) | > grad_norm_0: tensor(13.6746, device='cuda:0') (tensor(8.6115, device='cuda:0')) | > loss_gen: 2.3418259620666504 (2.432913202988474) | > loss_kl: 1.9051812887191772 (1.9601048921283923) | > loss_feat: 6.720468521118164 (6.734394851483796) | > loss_mel: 16.402137756347656 (17.469219810084297) | > loss_duration: 1.9757825136184692 (2.036269282039843) | > loss_1: 29.345394134521484 (30.632901844225433) | > grad_norm_1: tensor(48.6404, device='cuda:0') (tensor(73.8989, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3549 (0.3577460113324617) | > loader_time: 0.0032 (0.00312067333020662)  --> TIME: 2024-06-12 08:05:14 -- STEP: 44/330 -- GLOBAL_STEP: 391975 | > loss_disc: 2.2170302867889404 (2.3613969087600712) | > loss_disc_real_0: 0.10240864753723145 (0.1124595222486691) | > loss_disc_real_1: 0.15866422653198242 (0.1981121071360328) | > loss_disc_real_2: 0.18261636793613434 (0.2093151272697882) | > loss_disc_real_3: 0.22652436792850494 (0.22854877872900528) | > loss_disc_real_4: 0.2523711621761322 (0.23210750757293266) | > loss_disc_real_5: 0.2172374725341797 (0.22023467448624698) | > loss_0: 2.2170302867889404 (2.3613969087600712) | > grad_norm_0: tensor(7.4989, device='cuda:0') (tensor(8.2832, device='cuda:0')) | > loss_gen: 2.522244453430176 (2.4553602392023257) | > loss_kl: 1.9054378271102905 (1.9585430296984585) | > loss_feat: 7.697185039520264 (6.832299026575956) | > loss_mel: 16.765419006347656 (17.2246209491383) | > loss_duration: 1.9108383655548096 (1.989584356546402) | > loss_1: 30.801124572753906 (30.460407517173074) | > grad_norm_1: tensor(80.5726, device='cuda:0') (tensor(85.4317, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3552 (0.35772062973542645) | > loader_time: 0.0034 (0.003282422369176691)  --> TIME: 2024-06-12 08:05:24 -- STEP: 69/330 -- GLOBAL_STEP: 392000 | > loss_disc: 2.348278522491455 (2.352868270182956) | > loss_disc_real_0: 0.09273453056812286 (0.11194586894218472) | > loss_disc_real_1: 0.20147953927516937 (0.19646134519058725) | > loss_disc_real_2: 0.22531269490718842 (0.20870037376880646) | > loss_disc_real_3: 0.26850491762161255 (0.22843010917953824) | > loss_disc_real_4: 0.2093978077173233 (0.23149467162463977) | > loss_disc_real_5: 0.23389141261577606 (0.22245868586975595) | > loss_0: 2.348278522491455 (2.352868270182956) | > grad_norm_0: tensor(6.5674, device='cuda:0') (tensor(8.1898, device='cuda:0')) | > loss_gen: 2.564910411834717 (2.4731356717538144) | > loss_kl: 2.0534584522247314 (1.9672523823337278) | > loss_feat: 7.573184967041016 (6.942788594010947) | > loss_mel: 16.98246192932129 (17.22373488329459) | > loss_duration: 1.9283103942871094 (1.9782015724458557) | > loss_1: 31.102325439453125 (30.585113110749617) | > grad_norm_1: tensor(161.0052, device='cuda:0') (tensor(84.5711, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3669 (0.3611776172250941) | > loader_time: 0.0037 (0.0034500481425852017) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_392000.pth  --> TIME: 2024-06-12 08:05:38 -- STEP: 94/330 -- GLOBAL_STEP: 392025 | > loss_disc: 2.3909668922424316 (2.351199743595531) | > loss_disc_real_0: 0.12471862882375717 (0.11191038985518699) | > loss_disc_real_1: 0.2078562080860138 (0.195941059037726) | > loss_disc_real_2: 0.21621094644069672 (0.20838628550793262) | > loss_disc_real_3: 0.2144414335489273 (0.2278807949512563) | > loss_disc_real_4: 0.2128620743751526 (0.23129790498221175) | > loss_disc_real_5: 0.20833280682563782 (0.22161272310830177) | > loss_0: 2.3909668922424316 (2.351199743595531) | > grad_norm_0: tensor(4.3349, device='cuda:0') (tensor(8.3847, device='cuda:0')) | > loss_gen: 2.519279718399048 (2.4693504369005246) | > loss_kl: 2.0774641036987305 (1.9816476740735642) | > loss_feat: 7.035130500793457 (6.929260035778614) | > loss_mel: 17.550823211669922 (17.14606332778931) | > loss_duration: 1.9972296953201294 (1.9766594818297853) | > loss_1: 31.179927825927734 (30.502980901839884) | > grad_norm_1: tensor(33.0547, device='cuda:0') (tensor(88.1383, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3823 (0.3665568397400227) | > loader_time: 0.0046 (0.0036120313279172206)  --> TIME: 2024-06-12 08:05:47 -- STEP: 119/330 -- GLOBAL_STEP: 392050 | > loss_disc: 2.435610055923462 (2.351667806881818) | > loss_disc_real_0: 0.1120438277721405 (0.11240840596812111) | > loss_disc_real_1: 0.22799204289913177 (0.19482150536124446) | > loss_disc_real_2: 0.1928068846464157 (0.20895400906310363) | > loss_disc_real_3: 0.25276613235473633 (0.22858983416016362) | > loss_disc_real_4: 0.2619047462940216 (0.23163129877643424) | > loss_disc_real_5: 0.21949654817581177 (0.22176147734417634) | > loss_0: 2.435610055923462 (2.351667806881818) | > grad_norm_0: tensor(11.8855, device='cuda:0') (tensor(8.8363, device='cuda:0')) | > loss_gen: 2.409593343734741 (2.466595381247897) | > loss_kl: 1.9374306201934814 (1.995077618029939) | > loss_feat: 6.80916690826416 (6.958399027335544) | > loss_mel: 16.52569007873535 (17.145226847223885) | > loss_duration: 1.9857392311096191 (1.9793875648194001) | > loss_1: 29.667619705200195 (30.544686421626757) | > grad_norm_1: tensor(118.7209, device='cuda:0') (tensor(101.2376, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3904 (0.36829712811638327) | > loader_time: 0.0045 (0.003683102231065766)  --> TIME: 2024-06-12 08:05:57 -- STEP: 144/330 -- GLOBAL_STEP: 392075 | > loss_disc: 2.3142006397247314 (2.3542607443200234) | > loss_disc_real_0: 0.07797259092330933 (0.11291208708037932) | > loss_disc_real_1: 0.22646965086460114 (0.1949392091482878) | > loss_disc_real_2: 0.19170507788658142 (0.20986903034564522) | > loss_disc_real_3: 0.23760558664798737 (0.2288306780780355) | > loss_disc_real_4: 0.2110479176044464 (0.23188350908458233) | > loss_disc_real_5: 0.2038479894399643 (0.2224461885376109) | > loss_0: 2.3142006397247314 (2.3542607443200234) | > grad_norm_0: tensor(15.0594, device='cuda:0') (tensor(9.0143, device='cuda:0')) | > loss_gen: 2.4890758991241455 (2.4655614445606866) | > loss_kl: 2.018819570541382 (2.004979076484839) | > loss_feat: 7.63527774810791 (6.951754967371623) | > loss_mel: 17.88968276977539 (17.146209167109603) | > loss_duration: 1.974738597869873 (1.9852839294407103) | > loss_1: 32.00759506225586 (30.553788555992973) | > grad_norm_1: tensor(57.8947, device='cuda:0') (tensor(101.0003, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3797 (0.36981276174386335) | > loader_time: 0.0051 (0.00380493700504303)  --> TIME: 2024-06-12 08:06:07 -- STEP: 169/330 -- GLOBAL_STEP: 392100 | > loss_disc: 2.3429346084594727 (2.3567564953008358) | > loss_disc_real_0: 0.09703384339809418 (0.11372863047221708) | > loss_disc_real_1: 0.15157951414585114 (0.1947607910315666) | > loss_disc_real_2: 0.20388585329055786 (0.2099128388441526) | > loss_disc_real_3: 0.2275938242673874 (0.22893615975182438) | > loss_disc_real_4: 0.2479068487882614 (0.2318857386267397) | > loss_disc_real_5: 0.18959513306617737 (0.22208299800841766) | > loss_0: 2.3429346084594727 (2.3567564953008358) | > grad_norm_0: tensor(15.2961, device='cuda:0') (tensor(9.4003, device='cuda:0')) | > loss_gen: 2.427205801010132 (2.4625778014843283) | > loss_kl: 2.1289541721343994 (2.0153767484179608) | > loss_feat: 7.082614421844482 (6.9408954671148715) | > loss_mel: 16.59111976623535 (17.12860052684356) | > loss_duration: 2.03989839553833 (1.9914475517160088) | > loss_1: 30.269792556762695 (30.53889809557672) | > grad_norm_1: tensor(140.6259, device='cuda:0') (tensor(108.5743, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3853 (0.3716509962928364) | > loader_time: 0.0062 (0.0039224356589232685)  --> TIME: 2024-06-12 08:06:17 -- STEP: 194/330 -- GLOBAL_STEP: 392125 | > loss_disc: 2.4402694702148438 (2.3615440363736497) | > loss_disc_real_0: 0.10264494270086288 (0.1154497743958665) | > loss_disc_real_1: 0.18493278324604034 (0.1952435309739457) | > loss_disc_real_2: 0.23298290371894836 (0.21014279372913322) | > loss_disc_real_3: 0.2031867355108261 (0.22952347732696338) | > loss_disc_real_4: 0.22840343415737152 (0.2320382503658226) | > loss_disc_real_5: 0.22942359745502472 (0.22266883656536182) | > loss_0: 2.4402694702148438 (2.3615440363736497) | > grad_norm_0: tensor(17.3830, device='cuda:0') (tensor(10.1158, device='cuda:0')) | > loss_gen: 2.3840596675872803 (2.462407397240708) | > loss_kl: 2.1287848949432373 (2.0171978025092288) | > loss_feat: 6.232827186584473 (6.936959438717242) | > loss_mel: 17.227949142456055 (17.10363613207317) | > loss_duration: 2.013925552368164 (1.9993242971675913) | > loss_1: 29.987546920776367 (30.51952507569618) | > grad_norm_1: tensor(236.1775, device='cuda:0') (tensor(119.4681, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.3986 (0.3749963192595648) | > loader_time: 0.0051 (0.004050621052378234)  --> TIME: 2024-06-12 08:06:27 -- STEP: 219/330 -- GLOBAL_STEP: 392150 | > loss_disc: 2.345165729522705 (2.363636429451373) | > loss_disc_real_0: 0.09855224192142487 (0.1162228816992616) | > loss_disc_real_1: 0.20273879170417786 (0.19547264162263914) | > loss_disc_real_2: 0.22811612486839294 (0.21036566998044107) | > loss_disc_real_3: 0.19797876477241516 (0.22964119434901023) | > loss_disc_real_4: 0.22537416219711304 (0.23207501794921753) | > loss_disc_real_5: 0.23367364704608917 (0.2227629503430841) | > loss_0: 2.345165729522705 (2.363636429451373) | > grad_norm_0: tensor(20.6030, device='cuda:0') (tensor(11.3034, device='cuda:0')) | > loss_gen: 2.52288556098938 (2.4622593252626195) | > loss_kl: 2.2124831676483154 (2.0208210694735445) | > loss_feat: 7.081719398498535 (6.947426817732859) | > loss_mel: 16.612396240234375 (17.0766030359486) | > loss_duration: 2.0729427337646484 (2.007588143218053) | > loss_1: 30.50242805480957 (30.514698437904116) | > grad_norm_1: tensor(378.7150, device='cuda:0') (tensor(141.9371, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.4029 (0.3780536422990772) | > loader_time: 0.0052 (0.00419907373924778)  --> TIME: 2024-06-12 08:06:38 -- STEP: 244/330 -- GLOBAL_STEP: 392175 | > loss_disc: 2.41534423828125 (2.3632271221426677) | > loss_disc_real_0: 0.1320083737373352 (0.11670124283457389) | > loss_disc_real_1: 0.22259695827960968 (0.19547822320314703) | > loss_disc_real_2: 0.21567581593990326 (0.21076931779990432) | > loss_disc_real_3: 0.23068401217460632 (0.22933380983647753) | > loss_disc_real_4: 0.25800031423568726 (0.2316814280557828) | > loss_disc_real_5: 0.24474743008613586 (0.2221654729276407) | > loss_0: 2.41534423828125 (2.3632271221426677) | > grad_norm_0: tensor(46.3913, device='cuda:0') (tensor(12.6726, device='cuda:0')) | > loss_gen: 2.5590221881866455 (2.4687928488997173) | > loss_kl: 1.9927406311035156 (2.0235780511723185) | > loss_feat: 6.922989368438721 (6.959224949117567) | > loss_mel: 16.659250259399414 (17.052097453445697) | > loss_duration: 2.0480093955993652 (2.0170495876523296) | > loss_1: 30.1820125579834 (30.520742924487003) | > grad_norm_1: tensor(266.1027, device='cuda:0') (tensor(163.1829, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.4191 (0.38306061166231736) | > loader_time: 0.0057 (0.004326266343476345)  --> TIME: 2024-06-12 08:06:49 -- STEP: 269/330 -- GLOBAL_STEP: 392200 | > loss_disc: 2.4567580223083496 (2.365920884901707) | > loss_disc_real_0: 0.18253521621227264 (0.11784320939539977) | > loss_disc_real_1: 0.18949300050735474 (0.19608072532153928) | > loss_disc_real_2: 0.19082213938236237 (0.21072657827329458) | > loss_disc_real_3: 0.22430755198001862 (0.2296849778372116) | > loss_disc_real_4: 0.24141457676887512 (0.2318070313190439) | > loss_disc_real_5: 0.2909929156303406 (0.22100443783524312) | > loss_0: 2.4567580223083496 (2.365920884901707) | > grad_norm_0: tensor(68.1236, device='cuda:0') (tensor(14.8213, device='cuda:0')) | > loss_gen: 2.34604549407959 (2.4748302675977523) | > loss_kl: 2.0103588104248047 (2.0263916271769853) | > loss_feat: 6.6368021965026855 (6.976112255819668) | > loss_mel: 16.34838104248047 (17.017671943154046) | > loss_duration: 2.13598370552063 (2.0256236224369473) | > loss_1: 29.477571487426758 (30.520629755183222) | > grad_norm_1: tensor(372.7390, device='cuda:0') (tensor(188.4709, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.4394 (0.38778108735066796) | > loader_time: 0.0058 (0.004470981186650503)  --> TIME: 2024-06-12 08:07:01 -- STEP: 294/330 -- GLOBAL_STEP: 392225 | > loss_disc: 2.555546760559082 (2.364723812155172) | > loss_disc_real_0: 0.18095573782920837 (0.11803300014766706) | > loss_disc_real_1: 0.17474018037319183 (0.1961150765419006) | > loss_disc_real_2: 0.2521332800388336 (0.21096601098978604) | > loss_disc_real_3: 0.23762324452400208 (0.2298671268180114) | > loss_disc_real_4: 0.2357289344072342 (0.23154805828722155) | > loss_disc_real_5: 0.20462566614151 (0.2199558670930311) | > loss_0: 2.555546760559082 (2.364723812155172) | > grad_norm_0: tensor(39.5326, device='cuda:0') (tensor(16.3786, device='cuda:0')) | > loss_gen: 2.2307941913604736 (2.4814520011953762) | > loss_kl: 2.0307674407958984 (2.0292887420070405) | > loss_feat: 6.48360538482666 (6.979371163309838) | > loss_mel: 16.722747802734375 (16.96725717207203) | > loss_duration: 2.1839542388916016 (2.036069482767662) | > loss_1: 29.651870727539062 (30.493438590951516) | > grad_norm_1: tensor(244.2635, device='cuda:0') (tensor(213.8519, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.4629 (0.3933744900891568) | > loader_time: 0.007 (0.004637427070513878)  --> TIME: 2024-06-12 08:07:14 -- STEP: 319/330 -- GLOBAL_STEP: 392250 | > loss_disc: 2.3943676948547363 (2.3647107651988537) | > loss_disc_real_0: 0.12819664180278778 (0.11937159493705696) | > loss_disc_real_1: 0.21707145869731903 (0.19664646442220501) | > loss_disc_real_2: 0.3017258048057556 (0.21103336970353953) | > loss_disc_real_3: 0.2401035875082016 (0.22991351545043873) | > loss_disc_real_4: 0.24997170269489288 (0.23179543597571156) | > loss_disc_real_5: 0.2998836040496826 (0.21984195975487508) | > loss_0: 2.3943676948547363 (2.3647107651988537) | > grad_norm_0: tensor(30.4183, device='cuda:0') (tensor(18.3815, device='cuda:0')) | > loss_gen: 2.331827402114868 (2.489056179889691) | > loss_kl: 2.046403169631958 (2.0318786780288574) | > loss_feat: 7.747518062591553 (7.012014837474286) | > loss_mel: 16.18928337097168 (16.91333242195155) | > loss_duration: 2.232713222503662 (2.0502832903757358) | > loss_1: 30.547744750976562 (30.49656545106894) | > grad_norm_1: tensor(532.3271, device='cuda:0') (tensor(242.3318, device='cuda:0')) | > current_lr_0: 0.00017824966334692747 | > current_lr_1: 0.00017824966334692747 | > step_time: 0.5539 (0.40254096775593035) | > loader_time: 0.0092 (0.004870174820520291)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6531128883361816 (2.6531128883361816) | > loss_disc_real_0: 0.1020345389842987 (0.1020345389842987) | > loss_disc_real_1: 0.19493579864501953 (0.19493579864501953) | > loss_disc_real_2: 0.19263504445552826 (0.19263504445552826) | > loss_disc_real_3: 0.25556400418281555 (0.25556400418281555) | > loss_disc_real_4: 0.2234833538532257 (0.2234833538532257) | > loss_disc_real_5: 0.28012627363204956 (0.28012627363204956) | > loss_0: 2.6531128883361816 (2.6531128883361816) | > loss_gen: 1.904807686805725 (1.904807686805725) | > loss_kl: 2.1476986408233643 (2.1476986408233643) | > loss_feat: 4.044956684112549 (4.044956684112549) | > loss_mel: 14.980838775634766 (14.980838775634766) | > loss_duration: 3.131714344024658 (3.131714344024658) | > loss_1: 26.21001625061035 (26.21001625061035)  --> STEP: 1 | > loss_disc: 2.2355241775512695 (2.2355241775512695) | > loss_disc_real_0: 0.039375945925712585 (0.039375945925712585) | > loss_disc_real_1: 0.16634151339530945 (0.16634151339530945) | > loss_disc_real_2: 0.14003588259220123 (0.14003588259220123) | > loss_disc_real_3: 0.22649703919887543 (0.22649703919887543) | > loss_disc_real_4: 0.18762429058551788 (0.18762429058551788) | > loss_disc_real_5: 0.19154280424118042 (0.19154280424118042) | > loss_0: 2.2355241775512695 (2.2355241775512695) | > loss_gen: 2.1837427616119385 (2.1837427616119385) | > loss_kl: 3.873940944671631 (3.873940944671631) | > loss_feat: 6.02004337310791 (6.02004337310791) | > loss_mel: 17.833423614501953 (17.833423614501953) | > loss_duration: 2.592822313308716 (2.592822313308716) | > loss_1: 32.503971099853516 (32.503971099853516)  --> STEP: 2 | > loss_disc: 2.4501681327819824 (2.342846155166626) | > loss_disc_real_0: 0.10906821489334106 (0.07422208040952682) | > loss_disc_real_1: 0.24286684393882751 (0.20460417866706848) | > loss_disc_real_2: 0.28161025047302246 (0.21082306653261185) | > loss_disc_real_3: 0.21077468991279602 (0.21863586455583572) | > loss_disc_real_4: 0.15353989601135254 (0.1705820932984352) | > loss_disc_real_5: 0.23084768652915955 (0.21119524538516998) | > loss_0: 2.4501681327819824 (2.342846155166626) | > loss_gen: 2.2057554721832275 (2.194749116897583) | > loss_kl: 3.371363401412964 (3.6226521730422974) | > loss_feat: 6.330057621002197 (6.175050497055054) | > loss_mel: 15.877349853515625 (16.85538673400879) | > loss_duration: 2.501204013824463 (2.5470131635665894) | > loss_1: 30.285728454589844 (31.39484977722168)  --> STEP: 3 | > loss_disc: 2.5057547092437744 (2.3971490065256753) | > loss_disc_real_0: 0.08331231772899628 (0.07725215951601665) | > loss_disc_real_1: 0.15404777228832245 (0.18775204320748648) | > loss_disc_real_2: 0.26528483629226685 (0.22897698978583017) | > loss_disc_real_3: 0.24843740463256836 (0.22856971124807993) | > loss_disc_real_4: 0.2932973802089691 (0.21148718893527985) | > loss_disc_real_5: 0.2550306022167206 (0.22580703099568686) | > loss_0: 2.5057547092437744 (2.3971490065256753) | > loss_gen: 2.157301187515259 (2.1822664737701416) | > loss_kl: 3.6665892601013184 (3.6372978687286377) | > loss_feat: 5.7336320877075195 (6.027911027272542) | > loss_mel: 16.776737213134766 (16.82917022705078) | > loss_duration: 2.3211426734924316 (2.4717230002085366) | > loss_1: 30.6554012298584 (31.148366928100586)  --> STEP: 4 | > loss_disc: 2.3017501831054688 (2.373299300670624) | > loss_disc_real_0: 0.127521350979805 (0.08981945738196373) | > loss_disc_real_1: 0.17440253496170044 (0.18441466614603996) | > loss_disc_real_2: 0.2896285355091095 (0.24413987621665) | > loss_disc_real_3: 0.24040523171424866 (0.23152859136462212) | > loss_disc_real_4: 0.17756399512290955 (0.20300639048218727) | > loss_disc_real_5: 0.224533349275589 (0.22548861056566238) | > loss_0: 2.3017501831054688 (2.373299300670624) | > loss_gen: 2.4594333171844482 (2.2515581846237183) | > loss_kl: 4.3340959548950195 (3.811497390270233) | > loss_feat: 6.7121500968933105 (6.198970794677734) | > loss_mel: 17.76645851135254 (17.06349229812622) | > loss_duration: 2.4104487895965576 (2.456404447555542) | > loss_1: 33.682586669921875 (31.781921863555908)  --> STEP: 5 | > loss_disc: 2.4441070556640625 (2.3874608516693114) | > loss_disc_real_0: 0.24345628917217255 (0.1205468237400055) | > loss_disc_real_1: 0.17004194855690002 (0.18154012262821198) | > loss_disc_real_2: 0.18487639725208282 (0.23228718042373658) | > loss_disc_real_3: 0.23319710791110992 (0.23186229467391967) | > loss_disc_real_4: 0.1456708461046219 (0.1915392816066742) | > loss_disc_real_5: 0.22730012238025665 (0.22585091292858123) | > loss_0: 2.4441070556640625 (2.3874608516693114) | > loss_gen: 2.218437433242798 (2.2449340343475344) | > loss_kl: 2.5067203044891357 (3.5505419731140138) | > loss_feat: 5.3658366203308105 (6.032343959808349) | > loss_mel: 17.896379470825195 (17.230069732666017) | > loss_duration: 2.454982280731201 (2.456120014190674) | > loss_1: 30.44235610961914 (31.514008712768554)  --> STEP: 6 | > loss_disc: 2.578770399093628 (2.4193457762400308) | > loss_disc_real_0: 0.1543034315109253 (0.12617292503515878) | > loss_disc_real_1: 0.13755100965499878 (0.1742086037993431) | > loss_disc_real_2: 0.23994319140911102 (0.23356318225463232) | > loss_disc_real_3: 0.24960054457187653 (0.23481866965691248) | > loss_disc_real_4: 0.27100157737731934 (0.2047829975684484) | > loss_disc_real_5: 0.31716030836105347 (0.24106914550065994) | > loss_0: 2.578770399093628 (2.4193457762400308) | > loss_gen: 2.2576475143432617 (2.2470529476801553) | > loss_kl: 2.9866087436676025 (3.456553101539612) | > loss_feat: 5.8738884925842285 (6.005934715270996) | > loss_mel: 18.033567428588867 (17.363986015319824) | > loss_duration: 2.236685276031494 (2.4195475578308105) | > loss_1: 31.388399124145508 (31.49307378133138)  --> STEP: 7 | > loss_disc: 2.416170597076416 (2.4188921792166576) | > loss_disc_real_0: 0.07024122029542923 (0.11818268150091171) | > loss_disc_real_1: 0.1527169942855835 (0.171138373868806) | > loss_disc_real_2: 0.16674992442131042 (0.22401843113558634) | > loss_disc_real_3: 0.21325579285621643 (0.23173825868538447) | > loss_disc_real_4: 0.18489991128444672 (0.20194255667073385) | > loss_disc_real_5: 0.1901206523180008 (0.23379078933170863) | > loss_0: 2.416170597076416 (2.4188921792166576) | > loss_gen: 1.8189055919647217 (2.185889039720808) | > loss_kl: 4.479199409484863 (3.6026454312460765) | > loss_feat: 5.902019023895264 (5.991089616503034) | > loss_mel: 17.579021453857422 (17.394705363682338) | > loss_duration: 2.525099277496338 (2.434626374925886) | > loss_1: 32.30424499511719 (31.60895538330078)  --> STEP: 8 | > loss_disc: 2.3504037857055664 (2.410331130027771) | > loss_disc_real_0: 0.1144353598356247 (0.11771426629275084) | > loss_disc_real_1: 0.11960310488939285 (0.16469646524637938) | > loss_disc_real_2: 0.23897328972816467 (0.22588778845965862) | > loss_disc_real_3: 0.23685896396636963 (0.23237834684550762) | > loss_disc_real_4: 0.2352723479270935 (0.20610878057777882) | > loss_disc_real_5: 0.2394009232521057 (0.23449205607175827) | > loss_0: 2.3504037857055664 (2.410331130027771) | > loss_gen: 2.183976411819458 (2.185649961233139) | > loss_kl: 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(2.3939281834496393) | > loss_1: 31.99351692199707 (31.757255766126846)  --> STEP: 10 | > loss_disc: 2.289461135864258 (2.3923982858657835) | > loss_disc_real_0: 0.10237403213977814 (0.11892788335680962) | > loss_disc_real_1: 0.19625625014305115 (0.16724154576659203) | > loss_disc_real_2: 0.28412988781929016 (0.23545030504465103) | > loss_disc_real_3: 0.2570168077945709 (0.2303057849407196) | > loss_disc_real_4: 0.23610122501850128 (0.20696964412927626) | > loss_disc_real_5: 0.2475428283214569 (0.23733327090740203) | > loss_0: 2.289461135864258 (2.3923982858657835) | > loss_gen: 2.6569340229034424 (2.239807653427124) | > loss_kl: 3.1821532249450684 (3.404001808166504) | > loss_feat: 6.531662464141846 (6.307784938812256) | > loss_mel: 17.33180809020996 (17.44565658569336) | > loss_duration: 2.580582618713379 (2.412593626976013) | > loss_1: 32.28314208984375 (31.809844398498534)  --> STEP: 11 | > loss_disc: 2.575479507446289 (2.4090420332821934) | > loss_disc_real_0: 0.09788379073143005 (0.11701478402722966) | > loss_disc_real_1: 0.199992835521698 (0.17021893574432892) | > loss_disc_real_2: 0.22108322381973267 (0.23414420675147662) | > loss_disc_real_3: 0.2265961468219757 (0.2299685451117429) | > loss_disc_real_4: 0.24196891486644745 (0.21015139601447366) | > loss_disc_real_5: 0.2706664502620697 (0.24036355993964456) | > loss_0: 2.575479507446289 (2.4090420332821934) | > loss_gen: 2.1501479148864746 (2.2316567681052466) | > loss_kl: 3.94031023979187 (3.4527571201324463) | > loss_feat: 6.852147102355957 (6.357272408225319) | > loss_mel: 17.481613159179688 (17.448925365101207) | > loss_duration: 2.606435537338257 (2.4302156188271264) | > loss_1: 33.03065490722656 (31.920827172019266)  --> STEP: 12 | > loss_disc: 2.597809314727783 (2.424772640069326) | > loss_disc_real_0: 0.13372592628002167 (0.11840737921496232) | > loss_disc_real_1: 0.1850508153438568 (0.17145492571095625) | > loss_disc_real_2: 0.34882819652557373 (0.24370120589931807) | > loss_disc_real_3: 0.26247382164001465 (0.23267731815576553) | > loss_disc_real_4: 0.26403263211250305 (0.21464149902264276) | > loss_disc_real_5: 0.28559714555740356 (0.24413302540779114) | > loss_0: 2.597809314727783 (2.424772640069326) | > loss_gen: 2.3773446083068848 (2.243797421455383) | > loss_kl: 3.3875930309295654 (3.4473267793655396) | > loss_feat: 5.714784622192383 (6.303731759389241) | > loss_mel: 16.575403213500977 (17.376131852467854) | > loss_duration: 2.303318500518799 (2.419640858968099) | > loss_1: 30.358442306518555 (31.79062843322754)  --> STEP: 13 | > loss_disc: 2.439267873764038 (2.425887658045842) | > loss_disc_real_0: 0.13566051423549652 (0.1197345434473111) | > loss_disc_real_1: 0.1806003600358963 (0.17215842065902856) | > loss_disc_real_2: 0.22495530545711517 (0.24225921355761015) | > loss_disc_real_3: 0.2614826261997223 (0.23489311108222374) | > loss_disc_real_4: 0.16755463182926178 (0.2110194323154596) | > loss_disc_real_5: 0.22528919577598572 (0.2426835000514984) | > loss_0: 2.439267873764038 (2.425887658045842) | > loss_gen: 2.2553563117980957 (2.2446865668663607) | > loss_kl: 3.2623963356018066 (3.4331013606144833) | > loss_feat: 6.187289714813232 (6.294774679037241) | > loss_mel: 15.036738395690918 (17.19617850963886) | > loss_duration: 2.2822179794311523 (2.4090698682344875) | > loss_1: 29.023998260498047 (31.57781072763296)  --> STEP: 14 | > loss_disc: 2.2400929927825928 (2.4126166105270386) | > loss_disc_real_0: 0.16045095026493073 (0.12264285821999822) | > loss_disc_real_1: 0.15126851201057434 (0.17066628432699613) | > loss_disc_real_2: 0.22195939719676971 (0.24080922667469298) | > loss_disc_real_3: 0.18976083397865295 (0.23166937700339726) | > loss_disc_real_4: 0.2008560299873352 (0.21029347500630788) | > loss_disc_real_5: 0.21285361051559448 (0.2405527936560767) | > loss_0: 2.2400929927825928 (2.4126166105270386) | > loss_gen: 2.4480276107788086 (2.2592109271458214) | > loss_kl: 3.362351417541504 (3.4280477932521274) | > loss_feat: 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31.471315383911133 (31.677663548787436)  --> STEP: 16 | > loss_disc: 2.575127124786377 (2.425019457936287) | > loss_disc_real_0: 0.14978444576263428 (0.12403025897219777) | > loss_disc_real_1: 0.21520166099071503 (0.1761720054782927) | > loss_disc_real_2: 0.25631704926490784 (0.2429485311731696) | > loss_disc_real_3: 0.20901916921138763 (0.22636531107127666) | > loss_disc_real_4: 0.24192720651626587 (0.2098811799660325) | > loss_disc_real_5: 0.22686505317687988 (0.23490389809012413) | > loss_0: 2.575127124786377 (2.425019457936287) | > loss_gen: 2.3151164054870605 (2.246157191693783) | > loss_kl: 3.3518991470336914 (3.432946413755417) | > loss_feat: 7.373098850250244 (6.429087579250336) | > loss_mel: 16.3826961517334 (17.161299765110016) | > loss_duration: 2.4333138465881348 (2.4193264991045) | > loss_1: 31.856124877929688 (31.688817381858826)  --> STEP: 17 | > loss_disc: 2.622659206390381 (2.4366453254924103) | > loss_disc_real_0: 0.12829965353012085 (0.12428139982854619) | > loss_disc_real_1: 0.1901140809059143 (0.17699212756227045) | > loss_disc_real_2: 0.27406787872314453 (0.2447790810290505) | > loss_disc_real_3: 0.21725790202617645 (0.22582958112744725) | > loss_disc_real_4: 0.253164142370224 (0.21242723657804377) | > loss_disc_real_5: 0.2779807150363922 (0.23743782849872813) | > loss_0: 2.622659206390381 (2.4366453254924103) | > loss_gen: 2.294224977493286 (2.2489847085055183) | > loss_kl: 2.3413805961608887 (3.3687366597792683) | > loss_feat: 7.788750648498535 (6.509067759794347) | > loss_mel: 15.765063285827637 (17.07916820750517) | > loss_duration: 2.5118470191955566 (2.4247688826392677) | > loss_1: 30.70126724243164 (31.63072619718664)  --> STEP: 18 | > loss_disc: 2.4016828536987305 (2.4347029659483166) | > loss_disc_real_0: 0.13794848322868347 (0.1250406822396649) | > loss_disc_real_1: 0.16632060706615448 (0.17639926531248623) | > loss_disc_real_2: 0.25364431738853455 (0.24527159416013294) | > loss_disc_real_3: 0.16767418384552002 (0.22259872572289574) | > loss_disc_real_4: 0.15196651220321655 (0.20906830744610894) | > loss_disc_real_5: 0.25244754552841187 (0.2382717016670439) | > loss_0: 2.4016828536987305 (2.4347029659483166) | > loss_gen: 2.266138792037964 (2.2499377131462097) | > loss_kl: 2.6979963779449463 (3.3314733107884726) | > loss_feat: 9.253673553466797 (6.661545859442817) | > loss_mel: 16.713844299316406 (17.058872434828018) | > loss_duration: 2.2798376083374023 (2.416717145178053) | > loss_1: 33.211490631103516 (31.718546443515354)  --> STEP: 19 | > loss_disc: 2.5278353691101074 (2.4396046713778845) | > loss_disc_real_0: 0.1010061576962471 (0.12377570726369556) | > loss_disc_real_1: 0.22037674486637115 (0.1787138694995328) | > loss_disc_real_2: 0.3155197501182556 (0.24896886552634992) | > loss_disc_real_3: 0.22957023978233337 (0.22296564751549772) | > loss_disc_real_4: 0.1783001720905304 (0.20744893190107846) | > loss_disc_real_5: 0.20096440613269806 (0.23630815979681516) | > loss_0: 2.5278353691101074 (2.4396046713778845) | > loss_gen: 2.2925291061401367 (2.252179365409048) | > loss_kl: 2.2519404888153076 (3.2746557938425163) | > loss_feat: 5.973567962646484 (6.625336496453536) | > loss_mel: 16.455638885498047 (17.027123300652754) | > loss_duration: 2.39528226852417 (2.4155889937752173) | > loss_1: 29.368961334228516 (31.594884069342363)  --> STEP: 20 | > loss_disc: 2.52646803855896 (2.4439478397369383) | > loss_disc_real_0: 0.14885437488555908 (0.12502964064478875) | > loss_disc_real_1: 0.16117416322231293 (0.1778368841856718) | > loss_disc_real_2: 0.3037112057209015 (0.2517059825360775) | > loss_disc_real_3: 0.23936747014522552 (0.2237857386469841) | > loss_disc_real_4: 0.2533286511898041 (0.20974291786551474) | > loss_disc_real_5: 0.29187801480293274 (0.23908665254712105) | > loss_0: 2.52646803855896 (2.4439478397369383) | > loss_gen: 2.3948285579681396 (2.2593118250370026) | > loss_kl: 2.5912227630615234 (3.2404841423034667) | > loss_feat: 5.842792987823486 (6.586209321022034) | > loss_mel: 18.10010528564453 (17.080772399902344) | > loss_duration: 2.371800661087036 (2.413399577140808) | > loss_1: 31.300750732421875 (31.58017740249634)  --> STEP: 21 | > loss_disc: 2.7950687408447266 (2.4606678826468333) | > loss_disc_real_0: 0.19582685828208923 (0.12840093672275543) | > loss_disc_real_1: 0.3005669414997101 (0.18368117262919745) | > loss_disc_real_2: 0.23493461310863495 (0.25090734589667546) | > loss_disc_real_3: 0.26934581995010376 (0.22595526632808505) | > loss_disc_real_4: 0.24505437910556793 (0.211424416019803) | > loss_disc_real_5: 0.27796605229377747 (0.24093805253505707) | > loss_0: 2.7950687408447266 (2.4606678826468333) | > loss_gen: 2.275887966156006 (2.2601011650902882) | > loss_kl: 2.300518751144409 (3.195723885581607) | > loss_feat: 5.12171745300293 (6.516471613021124) | > loss_mel: 15.890374183654785 (17.024086770557222) | > loss_duration: 2.17482590675354 (2.4020389261699857) | > loss_1: 27.763324737548828 (31.398422513689315)  --> STEP: 22 | > loss_disc: 2.31381893157959 (2.453992930325595) | > loss_disc_real_0: 0.11623607575893402 (0.1278479884971272) | > loss_disc_real_1: 0.17088980972766876 (0.18309974704276433) | > loss_disc_real_2: 0.21423989534378052 (0.24924064359881662) | > loss_disc_real_3: 0.22071222960948944 (0.22571694647723978) | > loss_disc_real_4: 0.22511716187000275 (0.21204681355844845) | > loss_disc_real_5: 0.1701449602842331 (0.23772018470547415) | > loss_0: 2.31381893157959 (2.453992930325595) | > loss_gen: 2.3528637886047363 (2.2643176479773084) | > loss_kl: 2.4477970600128174 (3.1617272116921167) | > loss_feat: 7.976182460784912 (6.582822106101296) | > loss_mel: 18.335512161254883 (17.083697015588935) | > loss_duration: 2.188870429992676 (2.392349449071017) | > loss_1: 33.30122375488281 (31.48491347919811)  --> STEP: 23 | > loss_disc: 2.6101675033569336 (2.4607831291530444) | > loss_disc_real_0: 0.1534387469291687 (0.1289606301680855) | > loss_disc_real_1: 0.191897451877594 (0.18348225594862647) | > loss_disc_real_2: 0.22236451506614685 (0.24807211627130923) | > loss_disc_real_3: 0.1825181394815445 (0.22383873747742694) | > loss_disc_real_4: 0.20835314691066742 (0.211886219356371) | > loss_disc_real_5: 0.28064003586769104 (0.23958626519078793) | > loss_0: 2.6101675033569336 (2.4607831291530444) | > loss_gen: 1.9051189422607422 (2.2487003129461534) | > loss_kl: 3.0889906883239746 (3.158564754154371) | > loss_feat: 4.9787702560424805 (6.51308072131613) | > loss_mel: 17.265544891357422 (17.091603444970175) | > loss_duration: 2.2774438858032227 (2.3873535550158955) | > loss_1: 29.515869140625 (31.399302855781887)  --> STEP: 24 | > loss_disc: 2.6383590698242188 (2.46818212668101) | > loss_disc_real_0: 0.202078714966774 (0.13200721703469753) | > loss_disc_real_1: 0.22856152057647705 (0.1853605586414536) | > loss_disc_real_2: 0.35376617312431335 (0.2524760353068511) | > loss_disc_real_3: 0.22587205469608307 (0.2239234590282043) | > loss_disc_real_4: 0.2375328093767166 (0.2129548272738854) | > loss_disc_real_5: 0.2887084186077118 (0.24163302158315977) | > loss_0: 2.6383590698242188 (2.46818212668101) | > loss_gen: 2.3940792083740234 (2.2547577669223147) | > loss_kl: 2.3653371334075928 (3.1255136032899222) | > loss_feat: 6.441473007202148 (6.510097066561381) | > loss_mel: 16.55173683166504 (17.069109002749126) | > loss_duration: 2.409172773361206 (2.388262689113617) | > loss_1: 30.16179847717285 (31.347740173339844)  --> STEP: 25 | > loss_disc: 2.3143362998962402 (2.462028293609619) | > loss_disc_real_0: 0.09819621592760086 (0.13065477699041367) | > loss_disc_real_1: 0.18709318339824677 (0.1854298636317253) | > loss_disc_real_2: 0.2250956892967224 (0.2513808214664459) | > loss_disc_real_3: 0.20151449739933014 (0.2230271005630493) | > loss_disc_real_4: 0.1780521273612976 (0.2115587192773819) | > loss_disc_real_5: 0.19237323105335236 (0.23966262996196747) | > loss_0: 2.3143362998962402 (2.462028293609619) | > loss_gen: 2.287595272064209 (2.2560712671279903) | > loss_kl: 2.7128705978393555 (3.1090078830718992) | > loss_feat: 6.1980977058410645 (6.497617092132568) | > loss_mel: 15.467674255371094 (17.005051612854004) | > loss_duration: 2.4238338470458984 (2.389685535430908) | > loss_1: 29.090072631835938 (31.257433471679686)  --> STEP: 26 | > loss_disc: 2.7316484451293945 (2.4723982994373026) | > loss_disc_real_0: 0.08962613344192505 (0.12907675223854873) | > loss_disc_real_1: 0.12743495404720306 (0.18319929018616676) | > loss_disc_real_2: 0.18918299674987793 (0.24898859743888563) | > loss_disc_real_3: 0.1443215161561966 (0.21999996270124728) | > loss_disc_real_4: 0.12223590910434723 (0.20812322657841903) | > loss_disc_real_5: 0.15664887428283691 (0.23646979320507783) | > loss_0: 2.7316484451293945 (2.4723982994373026) | > loss_gen: 1.4300782680511475 (2.224302305625035) | > loss_kl: 2.4338581562042236 (3.083040585884681) | > loss_feat: 9.549912452697754 (6.615013067538921) | > loss_mel: 12.78181266784668 (16.84261934573834) | > loss_duration: 2.2804107666015625 (2.3854826597067027) | > loss_1: 28.476072311401367 (31.150458042438213) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024526669428898743 (+4.9618574289175214e-05) | > avg_loss_disc: 2.4723982994373026 (+0.0007701378602251729) | > avg_loss_disc_real_0: 0.12907675223854873 (-0.03219197088709244) | > avg_loss_disc_real_1: 0.18319929018616676 (-0.049302413773078174) | > avg_loss_disc_real_2: 0.24898859743888563 (+0.007689353365164547) | > avg_loss_disc_real_3: 0.21999996270124728 (-0.017697558953211873) | > avg_loss_disc_real_4: 0.20812322657841903 (-0.03577180951833725) | > avg_loss_disc_real_5: 0.23646979320507783 (+0.0053731667307707065) | > avg_loss_0: 2.4723982994373026 (+0.0007701378602251729) | > avg_loss_gen: 2.224302305625035 (-0.1978895434966459) | > avg_loss_kl: 3.083040585884681 (-0.13236646468822766) | > avg_loss_feat: 6.615013067538921 (-0.07007767603947634) | > avg_loss_mel: 16.84261934573834 (-0.48254977739773963) | > avg_loss_duration: 2.3854826597067027 (+0.013467201819786556) | > avg_loss_1: 31.150458042438213 (-0.8694163102369963)  > EPOCH: 922/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:07:40)   --> TIME: 2024-06-12 08:07:46 -- STEP: 14/330 -- GLOBAL_STEP: 392275 | > loss_disc: 2.3669140338897705 (2.3058039290564403) | > loss_disc_real_0: 0.10314492881298065 (0.10777416559202331) | > loss_disc_real_1: 0.20841486752033234 (0.2026142935667719) | > loss_disc_real_2: 0.18682266771793365 (0.20090333478791372) | > loss_disc_real_3: 0.24267740547657013 (0.22339052919830596) | > loss_disc_real_4: 0.23502957820892334 (0.22473328986338206) | > loss_disc_real_5: 0.22074702382087708 (0.21910990136010305) | > loss_0: 2.3669140338897705 (2.3058039290564403) | > grad_norm_0: tensor(15.6631, device='cuda:0') (tensor(10.0288, device='cuda:0')) | > loss_gen: 2.428663730621338 (2.504429885319301) | > loss_kl: 1.995042085647583 (1.8738283514976501) | > loss_feat: 6.6028733253479 (6.804894958223615) | > loss_mel: 16.137088775634766 (17.10391562325614) | > loss_duration: 1.9734938144683838 (2.0495937296322415) | > loss_1: 29.137161254882812 (30.33666283743722) | > grad_norm_1: tensor(80.9831, device='cuda:0') (tensor(85.5981, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3435 (0.36492691721235004) | > loader_time: 0.0029 (0.003027268818446568)  --> TIME: 2024-06-12 08:07:55 -- STEP: 39/330 -- GLOBAL_STEP: 392300 | > loss_disc: 2.3698554039001465 (2.3322400985619955) | > loss_disc_real_0: 0.12245671451091766 (0.1057977943848341) | > loss_disc_real_1: 0.1718272715806961 (0.19728956314233634) | > loss_disc_real_2: 0.23754394054412842 (0.20388728991532937) | > loss_disc_real_3: 0.19363397359848022 (0.22756443879543206) | > loss_disc_real_4: 0.19956769049167633 (0.22783373525509468) | > loss_disc_real_5: 0.18821309506893158 (0.22211261704946175) | > loss_0: 2.3698554039001465 (2.3322400985619955) | > grad_norm_0: tensor(6.4079, device='cuda:0') (tensor(9.0749, device='cuda:0')) | > loss_gen: 2.5712826251983643 (2.5135598610609007) | > loss_kl: 1.9612840414047241 (1.9003236721723507) | > loss_feat: 7.545352935791016 (6.994039633335212) | > loss_mel: 16.98424530029297 (17.224475958408455) | > loss_duration: 1.9798504114151 (1.9936597652924366) | > loss_1: 31.042016983032227 (30.626059116461338) | > grad_norm_1: tensor(170.4084, device='cuda:0') (tensor(85.8088, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3605 (0.36172724381471294) | > loader_time: 0.0032 (0.0031671462914882563)  --> TIME: 2024-06-12 08:08:05 -- STEP: 64/330 -- GLOBAL_STEP: 392325 | > loss_disc: 2.3449747562408447 (2.3338992632925515) | > loss_disc_real_0: 0.13443952798843384 (0.10676913731731474) | > loss_disc_real_1: 0.21492592990398407 (0.19470633286982775) | > loss_disc_real_2: 0.19350065290927887 (0.2049559592269361) | > loss_disc_real_3: 0.23109574615955353 (0.22740505612455308) | > loss_disc_real_4: 0.23329424858093262 (0.2302170640323311) | > loss_disc_real_5: 0.21274717152118683 (0.22403057687915862) | > loss_0: 2.3449747562408447 (2.3338992632925515) | > grad_norm_0: tensor(6.1503, device='cuda:0') (tensor(8.8507, device='cuda:0')) | > loss_gen: 2.6135716438293457 (2.5044845156371593) | > loss_kl: 2.028381586074829 (1.921054121106863) | > loss_feat: 8.48193359375 (7.03031313419342) | > loss_mel: 17.757137298583984 (17.184492319822304) | > loss_duration: 1.9843308925628662 (1.9806599393486977) | > loss_1: 32.865352630615234 (30.62100398540497) | > grad_norm_1: tensor(155.9057, device='cuda:0') (tensor(98.5446, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3614 (0.36200816184282303) | > loader_time: 0.0035 (0.003369837999343872)  --> TIME: 2024-06-12 08:08:14 -- STEP: 89/330 -- GLOBAL_STEP: 392350 | > loss_disc: 2.392512321472168 (2.3457420033015564) | > loss_disc_real_0: 0.1423562616109848 (0.10885930178540476) | > loss_disc_real_1: 0.2028140127658844 (0.19489575001630882) | > loss_disc_real_2: 0.23614327609539032 (0.20730536054359394) | > loss_disc_real_3: 0.2343851774930954 (0.22773358024907916) | > loss_disc_real_4: 0.22635339200496674 (0.23221999490528963) | > loss_disc_real_5: 0.23647966980934143 (0.22507459594962304) | > loss_0: 2.392512321472168 (2.3457420033015564) | > grad_norm_0: tensor(10.8449, device='cuda:0') (tensor(9.3180, device='cuda:0')) | > loss_gen: 2.6163330078125 (2.499815983718701) | > loss_kl: 2.0258939266204834 (1.9405114262291554) | > loss_feat: 6.4653544425964355 (7.014287541421612) | > loss_mel: 16.799297332763672 (17.18766617507077) | > loss_duration: 1.9834613800048828 (1.976084572545598) | > loss_1: 29.89034080505371 (30.61836570568299) | > grad_norm_1: tensor(104.6713, device='cuda:0') (tensor(103.4515, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3782 (0.3634941872586024) | > loader_time: 0.0042 (0.0034936733460158445)  --> TIME: 2024-06-12 08:08:23 -- STEP: 114/330 -- GLOBAL_STEP: 392375 | > loss_disc: 2.2901408672332764 (2.3448224276827103) | > loss_disc_real_0: 0.08940740674734116 (0.10955254511352171) | > loss_disc_real_1: 0.16157324612140656 (0.19403274069752605) | > loss_disc_real_2: 0.20933151245117188 (0.20752967397371927) | > loss_disc_real_3: 0.24846787750720978 (0.22813715589673897) | > loss_disc_real_4: 0.23662619292736053 (0.2309581642610985) | > loss_disc_real_5: 0.2092026323080063 (0.22439428405803546) | > loss_0: 2.2901408672332764 (2.3448224276827103) | > grad_norm_0: tensor(7.0428, device='cuda:0') (tensor(9.6854, device='cuda:0')) | > loss_gen: 2.607713222503662 (2.4923523978183155) | > loss_kl: 2.177215099334717 (1.9545555585309078) | > loss_feat: 6.816470146179199 (7.001102414047509) | > loss_mel: 17.937780380249023 (17.175374758870976) | > loss_duration: 2.000309467315674 (1.9777980258590298) | > loss_1: 31.539487838745117 (30.601183138395612) | > grad_norm_1: tensor(68.5411, device='cuda:0') (tensor(101.0543, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3627 (0.3648277876669899) | > loader_time: 0.0039 (0.0035936916083620304)  --> TIME: 2024-06-12 08:08:33 -- STEP: 139/330 -- GLOBAL_STEP: 392400 | > loss_disc: 2.2447166442871094 (2.349647530548865) | > loss_disc_real_0: 0.1144392341375351 (0.11165731041122684) | > loss_disc_real_1: 0.15503409504890442 (0.19350172118317302) | > loss_disc_real_2: 0.19331210851669312 (0.20766266108416825) | > loss_disc_real_3: 0.21443943679332733 (0.2288020142762781) | > loss_disc_real_4: 0.2282111644744873 (0.23182206295377059) | > loss_disc_real_5: 0.21004356443881989 (0.22453672851589943) | > loss_0: 2.2447166442871094 (2.349647530548865) | > grad_norm_0: tensor(10.7451, device='cuda:0') (tensor(9.6303, device='cuda:0')) | > loss_gen: 2.6148221492767334 (2.4892491282319003) | > loss_kl: 1.9267609119415283 (1.9667889994683025) | > loss_feat: 7.854579448699951 (7.00654132760686) | > loss_mel: 17.23325538635254 (17.159855897478064) | > loss_duration: 2.060685634613037 (1.9844708451264197) | > loss_1: 31.69010353088379 (30.606906163606713) | > grad_norm_1: tensor(245.8402, device='cuda:0') (tensor(100.9565, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3593 (0.36820551474317365) | > loader_time: 0.0042 (0.0037019046948110457)  --> TIME: 2024-06-12 08:08:43 -- STEP: 164/330 -- GLOBAL_STEP: 392425 | > loss_disc: 2.345468044281006 (2.3610931489525773) | > loss_disc_real_0: 0.10988178849220276 (0.11299228245710455) | > loss_disc_real_1: 0.1905757188796997 (0.19444321804657205) | > loss_disc_real_2: 0.1995321661233902 (0.2096221432453248) | > loss_disc_real_3: 0.23073208332061768 (0.22973771811258503) | > loss_disc_real_4: 0.24914488196372986 (0.2332854696163317) | > loss_disc_real_5: 0.2604243755340576 (0.2248245481310821) | > loss_0: 2.345468044281006 (2.3610931489525773) | > grad_norm_0: tensor(7.6250, device='cuda:0') (tensor(10.5282, device='cuda:0')) | > loss_gen: 2.5106992721557617 (2.4820100781394223) | > loss_kl: 1.9079489707946777 (1.9753946538378553) | > loss_feat: 6.543087482452393 (7.002899501381851) | > loss_mel: 16.644001007080078 (17.157378714259078) | > loss_duration: 2.063220262527466 (1.9887850938773737) | > loss_1: 29.668956756591797 (30.606468002970626) | > grad_norm_1: tensor(169.9711, device='cuda:0') (tensor(118.4820, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3979 (0.3706661230180321) | > loader_time: 0.0041 (0.003819792735867384)  --> TIME: 2024-06-12 08:08:53 -- STEP: 189/330 -- GLOBAL_STEP: 392450 | > loss_disc: 2.363426685333252 (2.361635906986459) | > loss_disc_real_0: 0.12038197368383408 (0.1139856487827957) | > loss_disc_real_1: 0.18218860030174255 (0.1944584547684936) | > loss_disc_real_2: 0.20970109105110168 (0.20947821643302045) | > loss_disc_real_3: 0.2396818995475769 (0.22920316985990635) | > loss_disc_real_4: 0.23377934098243713 (0.2332190866508181) | > loss_disc_real_5: 0.2142641544342041 (0.2249689661951923) | > loss_0: 2.363426685333252 (2.361635906986459) | > grad_norm_0: tensor(21.6228, device='cuda:0') (tensor(10.7837, device='cuda:0')) | > loss_gen: 2.424929141998291 (2.480737684895755) | > loss_kl: 2.062666416168213 (1.9802681371648476) | > loss_feat: 6.618300914764404 (6.991562073823636) | > loss_mel: 17.029788970947266 (17.128751890999926) | > loss_duration: 2.094057559967041 (1.9970236329174547) | > loss_1: 30.2297420501709 (30.578343356097186) | > grad_norm_1: tensor(208.5935, device='cuda:0') (tensor(124.3155, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3845 (0.37267315324652117) | > loader_time: 0.0047 (0.003942311756194584)  --> TIME: 2024-06-12 08:09:03 -- STEP: 214/330 -- GLOBAL_STEP: 392475 | > loss_disc: 2.4209139347076416 (2.365000507541907) | > loss_disc_real_0: 0.13154000043869019 (0.11537493819318642) | > loss_disc_real_1: 0.2080308347940445 (0.1948934154950569) | > loss_disc_real_2: 0.2119649350643158 (0.20986367191109698) | > loss_disc_real_3: 0.2497149258852005 (0.2297192730496977) | > loss_disc_real_4: 0.23542965948581696 (0.23358962970359304) | > loss_disc_real_5: 0.2125391811132431 (0.2251244788972017) | > loss_0: 2.4209139347076416 (2.365000507541907) | > grad_norm_0: tensor(9.5195, device='cuda:0') (tensor(11.5943, device='cuda:0')) | > loss_gen: 2.3946421146392822 (2.477668715414601) | > loss_kl: 1.8944696187973022 (1.984606340109745) | > loss_feat: 6.271744251251221 (6.981881968328886) | > loss_mel: 16.865798950195312 (17.109535195003048) | > loss_duration: 2.110987663269043 (2.0055925166495494) | > loss_1: 29.537643432617188 (30.559284691498657) | > grad_norm_1: tensor(306.5992, device='cuda:0') (tensor(140.2469, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.3944 (0.37531735852499976) | > loader_time: 0.0049 (0.004049277751245232)  --> TIME: 2024-06-12 08:09:13 -- STEP: 239/330 -- GLOBAL_STEP: 392500 | > loss_disc: 2.4257242679595947 (2.3645425132128985) | > loss_disc_real_0: 0.07629729807376862 (0.11601301412016278) | > loss_disc_real_1: 0.21986287832260132 (0.19519253330749442) | > loss_disc_real_2: 0.23426075279712677 (0.2103959206008512) | > loss_disc_real_3: 0.24853280186653137 (0.22984674610353414) | > loss_disc_real_4: 0.28034284710884094 (0.23314779229992105) | > loss_disc_real_5: 0.30369332432746887 (0.2237889865202884) | > loss_0: 2.4257242679595947 (2.3645425132128985) | > grad_norm_0: tensor(35.5919, device='cuda:0') (tensor(13.6046, device='cuda:0')) | > loss_gen: 2.668334722518921 (2.486077546075798) | > loss_kl: 2.1401829719543457 (1.9913486042780857) | > loss_feat: 7.4427900314331055 (6.9986810105615085) | > loss_mel: 16.7613525390625 (17.077624512516795) | > loss_duration: 2.051863670349121 (2.0147499529387662) | > loss_1: 31.064525604248047 (30.56848162088434) | > grad_norm_1: tensor(375.2242, device='cuda:0') (tensor(168.6639, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.4049 (0.37884304912519245) | > loader_time: 0.0052 (0.004165269340930127) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_392500.pth  --> TIME: 2024-06-12 08:09:29 -- STEP: 264/330 -- GLOBAL_STEP: 392525 | > loss_disc: 2.3206989765167236 (2.3604942171862637) | > loss_disc_real_0: 0.09237737953662872 (0.11586252934384075) | > loss_disc_real_1: 0.20839892327785492 (0.19535007186685543) | > loss_disc_real_2: 0.2167537659406662 (0.2101169642851208) | > loss_disc_real_3: 0.24541176855564117 (0.23019529043725043) | > loss_disc_real_4: 0.19785644114017487 (0.23282068115517948) | > loss_disc_real_5: 0.13527947664260864 (0.22286303448631908) | > loss_0: 2.3206989765167236 (2.3604942171862637) | > grad_norm_0: tensor(23.7136, device='cuda:0') (tensor(15.6565, device='cuda:0')) | > loss_gen: 2.608443021774292 (2.4957585668925093) | > loss_kl: 2.1349034309387207 (1.9969369927138994) | > loss_feat: 6.740026473999023 (7.010052016287139) | > loss_mel: 16.87786865234375 (17.031024936473724) | > loss_duration: 2.1445415019989014 (2.023133007865963) | > loss_1: 30.505781173706055 (30.55690549359177) | > grad_norm_1: tensor(754.1404, device='cuda:0') (tensor(196.2121, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.4329 (0.3839457640142151) | > loader_time: 0.0055 (0.004310204224153)  --> TIME: 2024-06-12 08:09:41 -- STEP: 289/330 -- GLOBAL_STEP: 392550 | > loss_disc: 2.3062593936920166 (2.3613922249487125) | > loss_disc_real_0: 0.15451781451702118 (0.1180466525643342) | > loss_disc_real_1: 0.16887637972831726 (0.1951896415759122) | > loss_disc_real_2: 0.18977244198322296 (0.20997154604398663) | > loss_disc_real_3: 0.22903113067150116 (0.2301643650630766) | > loss_disc_real_4: 0.23126168549060822 (0.2322966297089435) | > loss_disc_real_5: 0.24934814870357513 (0.2222713697637241) | > loss_0: 2.3062593936920166 (2.3613922249487125) | > grad_norm_0: tensor(37.3644, device='cuda:0') (tensor(17.6967, device='cuda:0')) | > loss_gen: 2.5495762825012207 (2.495505172076111) | > loss_kl: 2.0791256427764893 (2.004223069930159) | > loss_feat: 7.853182315826416 (7.017405229456284) | > loss_mel: 16.466135025024414 (16.973456250755014) | > loss_duration: 2.1901919841766357 (2.033421167452855) | > loss_1: 31.13821029663086 (30.524010866158562) | > grad_norm_1: tensor(718.0566, device='cuda:0') (tensor(222.1062, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.4464 (0.3891473822940179) | > loader_time: 0.0067 (0.0044772575470815494)  --> TIME: 2024-06-12 08:09:53 -- STEP: 314/330 -- GLOBAL_STEP: 392575 | > loss_disc: 2.372885227203369 (2.365832510267854) | > loss_disc_real_0: 0.12854629755020142 (0.11923201932648944) | > loss_disc_real_1: 0.22635333240032196 (0.19558996688218622) | > loss_disc_real_2: 0.19368888437747955 (0.2100080569648439) | > loss_disc_real_3: 0.23463308811187744 (0.2303505770529911) | > loss_disc_real_4: 0.2394416481256485 (0.2326150038249933) | > loss_disc_real_5: 0.2581455707550049 (0.22274924743517188) | > loss_0: 2.372885227203369 (2.365832510267854) | > grad_norm_0: tensor(20.4934, device='cuda:0') (tensor(18.1862, device='cuda:0')) | > loss_gen: 2.489199638366699 (2.4891882238874015) | > loss_kl: 1.9761607646942139 (2.010213593009172) | > loss_feat: 7.250520706176758 (7.016746042640346) | > loss_mel: 16.411357879638672 (16.927035055342746) | > loss_duration: 2.240518569946289 (2.0465631636844317) | > loss_1: 30.36775779724121 (30.489746069452565) | > grad_norm_1: tensor(295.5817, device='cuda:0') (tensor(230.2061, device='cuda:0')) | > current_lr_0: 0.0001782273821390091 | > current_lr_1: 0.0001782273821390091 | > step_time: 0.5182 (0.3973778858306301) | > loader_time: 0.0084 (0.004695950799686895)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.544210433959961 (2.544210433959961) | > loss_disc_real_0: 0.14774122834205627 (0.14774122834205627) | > loss_disc_real_1: 0.2570934593677521 (0.2570934593677521) | > loss_disc_real_2: 0.2478782683610916 (0.2478782683610916) | > loss_disc_real_3: 0.30832695960998535 (0.30832695960998535) | > loss_disc_real_4: 0.26445141434669495 (0.26445141434669495) | > loss_disc_real_5: 0.34212327003479004 (0.34212327003479004) | > loss_0: 2.544210433959961 (2.544210433959961) | > loss_gen: 2.6881425380706787 (2.6881425380706787) | > loss_kl: 2.1118905544281006 (2.1118905544281006) | > loss_feat: 5.782535076141357 (5.782535076141357) | > loss_mel: 14.62778377532959 (14.62778377532959) | > loss_duration: 2.8487114906311035 (2.8487114906311035) | > loss_1: 28.059062957763672 (28.059062957763672)  --> STEP: 1 | > loss_disc: 2.2631425857543945 (2.2631425857543945) | > loss_disc_real_0: 0.09259671717882156 (0.09259671717882156) | > loss_disc_real_1: 0.23172150552272797 (0.23172150552272797) | > loss_disc_real_2: 0.24410852789878845 (0.24410852789878845) | > loss_disc_real_3: 0.21085649728775024 (0.21085649728775024) | > loss_disc_real_4: 0.21230211853981018 (0.21230211853981018) | > loss_disc_real_5: 0.20768417418003082 (0.20768417418003082) | > loss_0: 2.2631425857543945 (2.2631425857543945) | > loss_gen: 2.623300552368164 (2.623300552368164) | > loss_kl: 3.510455846786499 (3.510455846786499) | > loss_feat: 6.98219633102417 (6.98219633102417) | > loss_mel: 17.921659469604492 (17.921659469604492) | > loss_duration: 2.5935325622558594 (2.5935325622558594) | > loss_1: 33.631141662597656 (33.631141662597656)  --> STEP: 2 | > loss_disc: 2.5067832469940186 (2.3849629163742065) | > loss_disc_real_0: 0.11995258182287216 (0.10627464950084686) | > loss_disc_real_1: 0.28240612149238586 (0.2570638135075569) | > loss_disc_real_2: 0.2660440504550934 (0.2550762891769409) | > loss_disc_real_3: 0.2340901792049408 (0.22247333824634552) | > loss_disc_real_4: 0.2536543905735016 (0.23297825455665588) | > loss_disc_real_5: 0.22157882153987885 (0.21463149785995483) | > loss_0: 2.5067832469940186 (2.3849629163742065) | > loss_gen: 2.268667459487915 (2.4459840059280396) | > loss_kl: 3.7841053009033203 (3.6472805738449097) | > loss_feat: 5.226883888244629 (6.104540109634399) | > loss_mel: 17.733339309692383 (17.827499389648438) | > loss_duration: 2.578690528869629 (2.586111545562744) | > loss_1: 31.591686248779297 (32.61141395568848)  --> STEP: 3 | > loss_disc: 2.3686766624450684 (2.3795341650644937) | > loss_disc_real_0: 0.14888080954551697 (0.12047670284907024) | > loss_disc_real_1: 0.28467997908592224 (0.2662692020336787) | > loss_disc_real_2: 0.20114970207214355 (0.23710076014200845) | > loss_disc_real_3: 0.29955971240997314 (0.24816879630088806) | > loss_disc_real_4: 0.20009376108646393 (0.22201675673325857) | > loss_disc_real_5: 0.18583887815475464 (0.20503395795822144) | > loss_0: 2.3686766624450684 (2.3795341650644937) | > loss_gen: 2.5193307399749756 (2.470432917277018) | > loss_kl: 4.043760776519775 (3.7794406414031982) | > loss_feat: 5.175586700439453 (5.794888973236084) | > loss_mel: 15.713096618652344 (17.122698465983074) | > loss_duration: 2.354950428009033 (2.5090578397115073) | > loss_1: 29.806724548339844 (31.676517486572266)  --> STEP: 4 | > loss_disc: 2.5999879837036133 (2.4346476197242737) | > loss_disc_real_0: 0.15664136409759521 (0.12951786816120148) | > loss_disc_real_1: 0.2696736752986908 (0.2671203203499317) | > loss_disc_real_2: 0.3158718943595886 (0.2567935436964035) | > loss_disc_real_3: 0.3246811032295227 (0.2672968730330467) | > loss_disc_real_4: 0.2678929567337036 (0.23348580673336983) | > loss_disc_real_5: 0.27175289392471313 (0.22171369194984436) | > loss_0: 2.5999879837036133 (2.4346476197242737) | > loss_gen: 2.705949306488037 (2.529312014579773) | > loss_kl: 4.363391399383545 (3.925428330898285) | > loss_feat: 7.171772480010986 (6.13910984992981) | > loss_mel: 17.969961166381836 (17.334514141082764) | > loss_duration: 2.501478672027588 (2.5071630477905273) | > loss_1: 34.712554931640625 (32.435526847839355)  --> STEP: 5 | > loss_disc: 2.3400163650512695 (2.415721368789673) | > loss_disc_real_0: 0.15233182907104492 (0.13408066034317018) | > loss_disc_real_1: 0.2288782149553299 (0.25947189927101133) | > loss_disc_real_2: 0.3234434723854065 (0.2701235294342041) | > loss_disc_real_3: 0.2870384752750397 (0.2712451934814453) | > loss_disc_real_4: 0.23246920108795166 (0.2332824856042862) | > loss_disc_real_5: 0.17122042179107666 (0.21161503791809083) | > loss_0: 2.3400163650512695 (2.415721368789673) | > loss_gen: 2.799550771713257 (2.5833597660064695) | > loss_kl: 2.3926913738250732 (3.6188809394836428) | > loss_feat: 6.293826103210449 (6.170053100585937) | > loss_mel: 19.144384384155273 (17.696488189697266) | > loss_duration: 2.413484573364258 (2.4884273529052736) | > loss_1: 33.04393768310547 (32.55720901489258)  --> STEP: 6 | > loss_disc: 2.514101982116699 (2.4321181376775107) | > loss_disc_real_0: 0.2315272092819214 (0.15032175183296204) | > loss_disc_real_1: 0.23774467408657074 (0.2558506950736046) | > loss_disc_real_2: 0.313059002161026 (0.27727944155534107) | > loss_disc_real_3: 0.24753659963607788 (0.2672937611738841) | > loss_disc_real_4: 0.21944840252399445 (0.23097680509090424) | > loss_disc_real_5: 0.254667729139328 (0.21879048645496368) | > loss_0: 2.514101982116699 (2.4321181376775107) | > loss_gen: 2.792771100997925 (2.6182616551717124) | > loss_kl: 2.9396286010742188 (3.5056722164154053) | > loss_feat: 6.144885063171387 (6.165858427683513) | > loss_mel: 17.605384826660156 (17.681304295857746) | > loss_duration: 2.2000083923339844 (2.440357526143392) | > loss_1: 31.68267822265625 (32.41145388285319)  --> STEP: 7 | > loss_disc: 2.537813663482666 (2.4472174985068187) | > loss_disc_real_0: 0.20400875806808472 (0.15799132415226527) | > loss_disc_real_1: 0.22115327417850494 (0.2508939206600189) | > loss_disc_real_2: 0.2314128577709198 (0.2707270724432809) | > loss_disc_real_3: 0.31531280279159546 (0.2741536242621286) | > loss_disc_real_4: 0.24303849041461945 (0.23269990299429213) | > loss_disc_real_5: 0.21503184735774994 (0.21825353801250458) | > loss_0: 2.537813663482666 (2.4472174985068187) | > loss_gen: 2.409820795059204 (2.588484389441354) | > loss_kl: 4.944873332977295 (3.7112723759242465) | > loss_feat: 4.495453357696533 (5.927229131971087) | > loss_mel: 17.66765785217285 (17.67935480390276) | > loss_duration: 2.576195240020752 (2.4597629138401578) | > loss_1: 32.09400177001953 (32.36610358101981)  --> STEP: 8 | > loss_disc: 2.636389970779419 (2.4708640575408936) | > loss_disc_real_0: 0.15944653749465942 (0.15817322582006454) | > loss_disc_real_1: 0.29829320311546326 (0.25681883096694946) | > loss_disc_real_2: 0.27856704592704773 (0.27170706912875175) | > loss_disc_real_3: 0.30657416582107544 (0.2782061919569969) | > loss_disc_real_4: 0.23302540183067322 (0.23274059034883976) | > loss_disc_real_5: 0.23895731568336487 (0.22084151022136211) | > loss_0: 2.636389970779419 (2.4708640575408936) | > loss_gen: 2.5509278774261475 (2.583789825439453) | > loss_kl: 3.324228286743164 (3.6628918647766113) | > loss_feat: 6.534133434295654 (6.003092169761658) | > loss_mel: 15.414385795593262 (17.396233677864075) | > loss_duration: 2.2447643280029297 (2.432888090610504) | > loss_1: 30.068439483642578 (32.078895568847656)  --> STEP: 9 | > loss_disc: 2.5114693641662598 (2.4753757582770453) | > loss_disc_real_0: 0.2576400637626648 (0.16922509670257568) | > loss_disc_real_1: 0.2476862519979477 (0.2558040999703937) | > loss_disc_real_2: 0.3805208206176758 (0.2837974859608544) | > loss_disc_real_3: 0.2831721901893616 (0.2787579695383708) | > loss_disc_real_4: 0.22679923474788666 (0.23208043972651163) | > loss_disc_real_5: 0.23491431772708893 (0.2224051554997762) | > loss_0: 2.5114693641662598 (2.4753757582770453) | > loss_gen: 2.813063859939575 (2.609264718161689) | > loss_kl: 2.85125470161438 (3.5727099577585855) | > loss_feat: 10.282712936401367 (6.478605588277181) | > loss_mel: 18.270864486694336 (17.493414878845215) | > loss_duration: 2.244957447052002 (2.4120069079928927) | > loss_1: 36.462852478027344 (32.566001892089844)  --> STEP: 10 | > loss_disc: 2.559429168701172 (2.483781099319458) | > loss_disc_real_0: 0.2696189284324646 (0.17926447987556457) | > loss_disc_real_1: 0.27425238490104675 (0.257648928463459) | > loss_disc_real_2: 0.35267746448516846 (0.29068548381328585) | > loss_disc_real_3: 0.32060933113098145 (0.2829431056976318) | > loss_disc_real_4: 0.1990518867969513 (0.22877758443355561) | > loss_disc_real_5: 0.2539518475532532 (0.2255598247051239) | > loss_0: 2.559429168701172 (2.483781099319458) | > loss_gen: 2.91989803314209 (2.640328049659729) | > loss_kl: 3.339958429336548 (3.5494348049163817) | > loss_feat: 7.8331146240234375 (6.614056491851807) | > loss_mel: 17.898786544799805 (17.533952045440675) | > loss_duration: 2.361253261566162 (2.4069315433502196) | > loss_1: 34.35300827026367 (32.74470252990723)  --> STEP: 11 | > loss_disc: 2.4707326889038086 (2.4825948801907627) | > loss_disc_real_0: 0.21063601970672607 (0.1821164380420338) | > loss_disc_real_1: 0.2657432556152344 (0.25838477638634766) | > loss_disc_real_2: 0.2529107630252838 (0.2872514182871038) | > loss_disc_real_3: 0.20243501663208008 (0.27562418850985443) | > loss_disc_real_4: 0.22196194529533386 (0.22815798087553543) | > loss_disc_real_5: 0.2448437213897705 (0.22731290622190994) | > loss_0: 2.4707326889038086 (2.4825948801907627) | > loss_gen: 2.7219862937927246 (2.6477515263990923) | > loss_kl: 3.9372620582580566 (3.5846918279474433) | > loss_feat: 7.713124752044678 (6.713971788232977) | > loss_mel: 15.580260276794434 (17.35634370283647) | > loss_duration: 2.503308057785034 (2.4156930446624756) | > loss_1: 32.4559440612793 (32.71845176003196)  --> STEP: 12 | > loss_disc: 2.3907766342163086 (2.4749433596928916) | > loss_disc_real_0: 0.11819741129875183 (0.17678985248009363) | > loss_disc_real_1: 0.2174345701932907 (0.2549722592035929) | > loss_disc_real_2: 0.22897927463054657 (0.2823954063157241) | > loss_disc_real_3: 0.2454306036233902 (0.2731080564359824) | > loss_disc_real_4: 0.19983498752117157 (0.22579773142933846) | > loss_disc_real_5: 0.17895202338695526 (0.2232828326523304) | > loss_0: 2.3907766342163086 (2.4749433596928916) | > loss_gen: 2.2956905364990234 (2.6184131105740867) | > loss_kl: 3.1644318103790283 (3.549670159816742) | > loss_feat: 6.730600357055664 (6.715357502301534) | > loss_mel: 17.761611938476562 (17.390116055806477) | > loss_duration: 2.30816388130188 (2.4067322810490928) | > loss_1: 32.260498046875 (32.68028895060221)  --> STEP: 13 | > loss_disc: 2.4337077140808105 (2.4717713869535007) | > loss_disc_real_0: 0.1756100356578827 (0.17669909733992356) | > loss_disc_real_1: 0.18519994616508484 (0.24960515820063073) | > loss_disc_real_2: 0.29411572217941284 (0.28329696907446933) | > loss_disc_real_3: 0.2699616849422455 (0.27286602785954106) | > loss_disc_real_4: 0.21498101949691772 (0.2249656766653061) | > loss_disc_real_5: 0.25482550263404846 (0.22570919188169333) | > loss_0: 2.4337077140808105 (2.4717713869535007) | > loss_gen: 2.6107943058013916 (2.6178270486684947) | > loss_kl: 3.737699270248413 (3.564133937542255) | > loss_feat: 5.25513219833374 (6.603032478919396) | > loss_mel: 17.166860580444336 (17.3729425577017) | > loss_duration: 2.2990031242370605 (2.3984454228327823) | > loss_1: 31.069488525390625 (32.55638122558594)  --> STEP: 14 | > loss_disc: 2.4819278717041016 (2.4724968501499722) | > loss_disc_real_0: 0.2646561861038208 (0.1829817465373448) | > loss_disc_real_1: 0.19555285573005676 (0.2457442794527326) | > loss_disc_real_2: 0.22702986001968384 (0.2792778898562704) | > loss_disc_real_3: 0.2793097198009491 (0.2733262915696416) | > loss_disc_real_4: 0.2326282411813736 (0.22551300270216806) | > loss_disc_real_5: 0.26039621233940125 (0.22818683620010102) | > loss_0: 2.4819278717041016 (2.4724968501499722) | > loss_gen: 2.6063051223754883 (2.6170040539332797) | > loss_kl: 4.188756465911865 (3.6087498324257985) | > loss_feat: 6.6962738037109375 (6.609692573547363) | > loss_mel: 17.563861846923828 (17.38657964978899) | > loss_duration: 2.474608898162842 (2.4038856710706438) | > loss_1: 33.529808044433594 (32.625911712646484)  --> STEP: 15 | > loss_disc: 2.523893117904663 (2.475923268000285) | > loss_disc_real_0: 0.2340865433216095 (0.1863887329896291) | > loss_disc_real_1: 0.2797694206237793 (0.24801262219746906) | > loss_disc_real_2: 0.25921830534935 (0.2779405842224757) | > loss_disc_real_3: 0.2446286976337433 (0.2714131186405817) | > loss_disc_real_4: 0.21883265674114227 (0.22506764630476633) | > loss_disc_real_5: 0.19806449115276337 (0.22617867986361187) | > loss_0: 2.523893117904663 (2.475923268000285) | > loss_gen: 2.606856346130371 (2.6163275400797525) | > loss_kl: 3.4000003337860107 (3.5948331991831464) | > loss_feat: 7.134033203125 (6.6446486155192055) | > loss_mel: 16.892866134643555 (17.353665415445963) | > loss_duration: 2.356710433959961 (2.400740655263265) | > loss_1: 32.390464782714844 (32.610215250651045)  --> STEP: 16 | > loss_disc: 2.5623326301574707 (2.481323853135109) | > loss_disc_real_0: 0.20468853414058685 (0.18753247056156397) | > loss_disc_real_1: 0.18435239791870117 (0.24403385818004605) | > loss_disc_real_2: 0.26869145035743713 (0.2773625133559108) | > loss_disc_real_3: 0.3606676459312439 (0.2769915265962481) | > loss_disc_real_4: 0.21598947048187256 (0.22450026031583548) | > loss_disc_real_5: 0.2652968168258667 (0.22862356342375278) | > loss_0: 2.5623326301574707 (2.481323853135109) | > loss_gen: 2.5838849544525146 (2.6142998784780502) | > loss_kl: 2.510194778442383 (3.5270432978868484) | > loss_feat: 7.065769195556641 (6.670968651771545) | > loss_mel: 18.04669952392578 (17.396980047225952) | > loss_duration: 2.497622013092041 (2.4067957401275635) | > loss_1: 32.70417022705078 (32.616087436676025)  --> STEP: 17 | > loss_disc: 2.7701926231384277 (2.4983161337235393) | > loss_disc_real_0: 0.3057186007499695 (0.19448459586676428) | > loss_disc_real_1: 0.31051740050315857 (0.247944654787288) | > loss_disc_real_2: 0.25742456316947937 (0.2761896927567089) | > loss_disc_real_3: 0.32679322361946106 (0.27992103818584885) | > loss_disc_real_4: 0.343512624502182 (0.23150098762091467) | > loss_disc_real_5: 0.30399471521377563 (0.23305716058787176) | > loss_0: 2.7701926231384277 (2.4983161337235393) | > loss_gen: 2.8409950733184814 (2.627634889939252) | > loss_kl: 2.516132354736328 (3.467577948289759) | > loss_feat: 5.21721887588501 (6.585453959072337) | > loss_mel: 17.05059242248535 (17.376604304594153) | > loss_duration: 2.4442319869995117 (2.4089978722965015) | > loss_1: 30.069171905517578 (32.46626887601965)  --> STEP: 18 | > loss_disc: 2.5901126861572266 (2.5034159421920776) | > loss_disc_real_0: 0.12394873052835464 (0.1905659366812971) | > loss_disc_real_1: 0.18347519636154175 (0.24436301820807987) | > loss_disc_real_2: 0.2826822102069855 (0.27655038817061317) | > loss_disc_real_3: 0.23879475891590118 (0.277636244893074) | > loss_disc_real_4: 0.24569343030452728 (0.23228945665889317) | > loss_disc_real_5: 0.2705053389072418 (0.2351376149389479) | > loss_0: 2.5901126861572266 (2.5034159421920776) | > loss_gen: 2.552757978439331 (2.6234750615225897) | > loss_kl: 3.3903799057006836 (3.4632891681459217) | > loss_feat: 7.852575778961182 (6.655849615732829) | > loss_mel: 16.747905731201172 (17.34167660607232) | > loss_duration: 2.2624924182891846 (2.400858680407206) | > loss_1: 32.80611038208008 (32.48514895968967)  --> STEP: 19 | > loss_disc: 2.5198352336883545 (2.504280115428724) | > loss_disc_real_0: 0.20407459139823914 (0.19127691850850456) | > loss_disc_real_1: 0.2706533670425415 (0.2457467207783147) | > loss_disc_real_2: 0.2319774031639099 (0.274204441591313) | > loss_disc_real_3: 0.28360068798065186 (0.27795016295031494) | > loss_disc_real_4: 0.24166931211948395 (0.23278313326208214) | > loss_disc_real_5: 0.27833595871925354 (0.2374112119800166) | > loss_0: 2.5198352336883545 (2.504280115428724) | > loss_gen: 2.604435682296753 (2.622472988931756) | > loss_kl: 2.1955673694610596 (3.396566968215139) | > loss_feat: 6.53702449798584 (6.649595662167198) | > loss_mel: 17.35467529296875 (17.34236074748792) | > loss_duration: 2.380354404449463 (2.3997795079883777) | > loss_1: 31.07205581665039 (32.41077563637182)  --> STEP: 20 | > loss_disc: 2.4345574378967285 (2.500793981552124) | > loss_disc_real_0: 0.18177330493927002 (0.19080173783004284) | > loss_disc_real_1: 0.22419874370098114 (0.244669321924448) | > loss_disc_real_2: 0.2374735176563263 (0.2723678953945637) | > loss_disc_real_3: 0.30994078516960144 (0.2795496940612793) | > loss_disc_real_4: 0.2504807412624359 (0.23366801366209983) | > loss_disc_real_5: 0.2717995345592499 (0.23913062810897828) | > loss_0: 2.4345574378967285 (2.500793981552124) | > loss_gen: 2.8503050804138184 (2.6338645935058596) | > loss_kl: 2.5857303142547607 (3.3560251355171205) | > loss_feat: 6.128602981567383 (6.623546028137207) | > loss_mel: 17.85930633544922 (17.368208026885984) | > loss_duration: 2.3240416049957275 (2.395992612838745) | > loss_1: 31.74798583984375 (32.37763614654541)  --> STEP: 21 | > loss_disc: 2.701535224914551 (2.5103530883789062) | > loss_disc_real_0: 0.16775478422641754 (0.18970426384891784) | > loss_disc_real_1: 0.22099870443344116 (0.2435421496629715) | > loss_disc_real_2: 0.28174519538879395 (0.272814433489527) | > loss_disc_real_3: 0.2550361454486847 (0.2783823822225843) | > loss_disc_real_4: 0.29729941487312317 (0.23669808038643428) | > loss_disc_real_5: 0.26649415493011475 (0.24043365319569907) | > loss_0: 2.701535224914551 (2.5103530883789062) | > loss_gen: 2.312021017074585 (2.618538708913894) | > loss_kl: 2.3065426349639893 (3.3060497783479237) | > loss_feat: 4.90646505355835 (6.5417802674429755) | > loss_mel: 14.538854598999023 (17.23347691127232) | > loss_duration: 2.207026958465576 (2.386994248344785) | > loss_1: 26.270910263061523 (32.08683967590332)  --> STEP: 22 | > loss_disc: 2.4662585258483887 (2.5083487900820645) | > loss_disc_real_0: 0.16449052095413208 (0.18855818462642757) | > loss_disc_real_1: 0.29608890414237976 (0.2459306385029446) | > loss_disc_real_2: 0.2408909648656845 (0.27136336673389777) | > loss_disc_real_3: 0.26766934990882874 (0.2778954262083227) | > loss_disc_real_4: 0.20548023283481598 (0.2352790873159062) | > loss_disc_real_5: 0.1748417168855667 (0.2374522015452385) | > loss_0: 2.4662585258483887 (2.5083487900820645) | > loss_gen: 2.6343235969543457 (2.6192562038248237) | > loss_kl: 2.0853023529052734 (3.2505612590096216) | > loss_feat: 8.30105209350586 (6.621747168627652) | > loss_mel: 20.109758377075195 (17.364216977899723) | > loss_duration: 2.1854934692382812 (2.3778351220217617) | > loss_1: 35.3159294128418 (32.23361648212779)  --> STEP: 23 | > loss_disc: 2.898690938949585 (2.525320187858913) | > loss_disc_real_0: 0.30675986409187317 (0.19369738808144693) | > loss_disc_real_1: 0.26182228326797485 (0.24662157957968506) | > loss_disc_real_2: 0.32837265729904175 (0.27384203154107795) | > loss_disc_real_3: 0.24702990055084229 (0.2765534468319105) | > loss_disc_real_4: 0.2394469529390335 (0.2354602988647378) | > loss_disc_real_5: 0.2284514158964157 (0.23706086303876794) | > loss_0: 2.898690938949585 (2.525320187858913) | > loss_gen: 2.0897252559661865 (2.5962331191353174) | > loss_kl: 3.2324018478393555 (3.249771719393523) | > loss_feat: 3.9326274394989014 (6.504828919535098) | > loss_mel: 15.567855834960938 (17.28611431951108) | > loss_duration: 2.3327760696411133 (2.375876032787821) | > loss_1: 27.15538787841797 (32.01282393414041)  --> STEP: 24 | > loss_disc: 2.470820903778076 (2.523049384355545) | > loss_disc_real_0: 0.21436478197574615 (0.19455852949370941) | > loss_disc_real_1: 0.26130402088165283 (0.24723334796726704) | > loss_disc_real_2: 0.33659911155700684 (0.276456909875075) | > loss_disc_real_3: 0.29018956422805786 (0.2771216183900833) | > loss_disc_real_4: 0.24613116681575775 (0.23590491836269697) | > loss_disc_real_5: 0.20152199268341064 (0.2355800767739614) | > loss_0: 2.470820903778076 (2.523049384355545) | > loss_gen: 2.6770381927490234 (2.599599997202555) | > loss_kl: 2.5619027614593506 (3.2211105128129325) | > loss_feat: 6.215449333190918 (6.492771436770757) | > loss_mel: 16.682958602905273 (17.260982831319172) | > loss_duration: 2.4038021564483643 (2.377039621273677) | > loss_1: 30.541152954101562 (31.951504309972123)  --> STEP: 25 | > loss_disc: 2.644385814666748 (2.527902841567993) | > loss_disc_real_0: 0.276149183511734 (0.1978221556544304) | > loss_disc_real_1: 0.3232100307941437 (0.2502724152803421) | > loss_disc_real_2: 0.28208884596824646 (0.27668218731880184) | > loss_disc_real_3: 0.2986143231391907 (0.2779813265800476) | > loss_disc_real_4: 0.2467581182718277 (0.2363390463590622) | > loss_disc_real_5: 0.23589108884334564 (0.23559251725673674) | > loss_0: 2.644385814666748 (2.527902841567993) | > loss_gen: 2.6016082763671875 (2.5996803283691405) | > loss_kl: 2.97432279586792 (3.2112390041351317) | > loss_feat: 7.133777618408203 (6.518411684036255) | > loss_mel: 16.136533737182617 (17.21600486755371) | > loss_duration: 2.442803382873535 (2.379670171737671) | > loss_1: 31.289047241210938 (31.925006027221674)  --> STEP: 26 | > loss_disc: 2.7092716693878174 (2.5348785657149095) | > loss_disc_real_0: 0.09716492891311646 (0.19395072385668755) | > loss_disc_real_1: 0.11372201144695282 (0.2450204766713656) | > loss_disc_real_2: 0.20496827363967896 (0.2739239598696048) | > loss_disc_real_3: 0.18940980732440948 (0.2745747296856) | > loss_disc_real_4: 0.22942598164081573 (0.23607315925451425) | > loss_disc_real_5: 0.1609363853931427 (0.23272112756967545) | > loss_0: 2.7092716693878174 (2.5348785657149095) | > loss_gen: 1.738554835319519 (2.5665601170980015) | > loss_kl: 2.4679617881774902 (3.1826514189059916) | > loss_feat: 8.340185165405273 (6.58847989485814) | > loss_mel: 19.5817813873291 (17.306996272160458) | > loss_duration: 2.3281986713409424 (2.377690498645489) | > loss_1: 34.45668029785156 (32.0223781145536) --> EVAL PERFORMANCE | > avg_loader_time: 0.002471465330857497 (+1.8798387967622864e-05) | > avg_loss_disc: 2.5348785657149095 (+0.062480266277606944) | > avg_loss_disc_real_0: 0.19395072385668755 (+0.06487397161813882) | > avg_loss_disc_real_1: 0.2450204766713656 (+0.061821186485198826) | > avg_loss_disc_real_2: 0.2739239598696048 (+0.0249353624307192) | > avg_loss_disc_real_3: 0.2745747296856 (+0.05457476698435271) | > avg_loss_disc_real_4: 0.23607315925451425 (+0.027949932676095218) | > avg_loss_disc_real_5: 0.23272112756967545 (-0.0037486656354023817) | > avg_loss_0: 2.5348785657149095 (+0.062480266277606944) | > avg_loss_gen: 2.5665601170980015 (+0.34225781147296663) | > avg_loss_kl: 3.1826514189059916 (+0.09961083302131035) | > avg_loss_feat: 6.58847989485814 (-0.02653317268078137) | > avg_loss_mel: 17.306996272160458 (+0.46437692642211914) | > avg_loss_duration: 2.377690498645489 (-0.007792161061213498) | > avg_loss_1: 32.0223781145536 (+0.8719200721153832)  > EPOCH: 923/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:10:22)   --> TIME: 2024-06-12 08:10:27 -- STEP: 9/330 -- GLOBAL_STEP: 392600 | > loss_disc: 2.29227352142334 (2.302266730202569) | > loss_disc_real_0: 0.09182301163673401 (0.09833213355806139) | > loss_disc_real_1: 0.19154463708400726 (0.1774498066968388) | > loss_disc_real_2: 0.19510632753372192 (0.2046295719014274) | > loss_disc_real_3: 0.23917153477668762 (0.22979951567120022) | > loss_disc_real_4: 0.24706780910491943 (0.23982285459836325) | > loss_disc_real_5: 0.25035735964775085 (0.23538657360606724) | > loss_0: 2.29227352142334 (2.302266730202569) | > grad_norm_0: tensor(5.2382, device='cuda:0') (tensor(9.7965, device='cuda:0')) | > loss_gen: 2.632575511932373 (2.5209984249538846) | > loss_kl: 1.642440915107727 (1.9696224795447455) | > loss_feat: 6.879990100860596 (7.073231644100613) | > loss_mel: 17.957202911376953 (17.713695102267796) | > loss_duration: 2.0355968475341797 (2.093739800983005) | > loss_1: 31.14780616760254 (31.371287239922417) | > grad_norm_1: tensor(77.9055, device='cuda:0') (tensor(87.2156, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3597 (0.3741132683224148) | > loader_time: 0.0039 (0.0033943388197157118)  --> TIME: 2024-06-12 08:10:36 -- STEP: 34/330 -- GLOBAL_STEP: 392625 | > loss_disc: 2.3617794513702393 (2.3528414964675903) | > loss_disc_real_0: 0.09805725514888763 (0.10507292256635778) | > loss_disc_real_1: 0.16286948323249817 (0.1928612508756273) | > loss_disc_real_2: 0.17584466934204102 (0.20591151013093836) | > loss_disc_real_3: 0.2255869209766388 (0.23229126851348317) | > loss_disc_real_4: 0.2230374813079834 (0.22988265971927083) | > loss_disc_real_5: 0.23892582952976227 (0.21981418746359208) | > loss_0: 2.3617794513702393 (2.3528414964675903) | > grad_norm_0: tensor(19.3452, device='cuda:0') (tensor(11.4516, device='cuda:0')) | > loss_gen: 2.442009925842285 (2.5198476665160237) | > loss_kl: 1.9825637340545654 (1.92288137884701) | > loss_feat: 7.040684223175049 (7.139836984522202) | > loss_mel: 16.974348068237305 (17.40320805942311) | > loss_duration: 1.9915708303451538 (1.998623574481291) | > loss_1: 30.431177139282227 (30.984397719888126) | > grad_norm_1: tensor(343.5195, device='cuda:0') (tensor(130.0193, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3607 (0.3693548931795008) | > loader_time: 0.0041 (0.003487250384162454)  --> TIME: 2024-06-12 08:10:46 -- STEP: 59/330 -- GLOBAL_STEP: 392650 | > loss_disc: 2.404629707336426 (2.365554033699681) | > loss_disc_real_0: 0.1049518883228302 (0.10771608011702359) | > loss_disc_real_1: 0.21814432740211487 (0.1939952165140944) | > loss_disc_real_2: 0.26305249333381653 (0.20780896711147437) | > loss_disc_real_3: 0.21601198613643646 (0.2311255833355047) | > loss_disc_real_4: 0.22821880877017975 (0.23384058627031618) | > loss_disc_real_5: 0.2040119171142578 (0.22737958345372797) | > loss_0: 2.404629707336426 (2.365554033699681) | > grad_norm_0: tensor(6.9281, device='cuda:0') (tensor(10.8950, device='cuda:0')) | > loss_gen: 2.446572780609131 (2.496746152134265) | > loss_kl: 1.905421257019043 (1.9413519087484328) | > loss_feat: 6.6791672706604 (7.013944609690521) | > loss_mel: 17.09832000732422 (17.32369083469197) | > loss_duration: 1.941483736038208 (1.9810306884474673) | > loss_1: 30.070966720581055 (30.75676429877847) | > grad_norm_1: tensor(75.8594, device='cuda:0') (tensor(117.1672, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3602 (0.3689031156442933) | > loader_time: 0.0034 (0.003616397663698358)  --> TIME: 2024-06-12 08:10:55 -- STEP: 84/330 -- GLOBAL_STEP: 392675 | > loss_disc: 2.3087430000305176 (2.3607301002457026) | > loss_disc_real_0: 0.09615439176559448 (0.10644817077333019) | > loss_disc_real_1: 0.1943376064300537 (0.1947997802247604) | > loss_disc_real_2: 0.18481165170669556 (0.20934805061135972) | > loss_disc_real_3: 0.2440718412399292 (0.23019425553225337) | > loss_disc_real_4: 0.22779175639152527 (0.23381893159378142) | > loss_disc_real_5: 0.2335750311613083 (0.22701318703946613) | > loss_0: 2.3087430000305176 (2.3607301002457026) | > grad_norm_0: tensor(8.4715, device='cuda:0') (tensor(10.0250, device='cuda:0')) | > loss_gen: 2.4663472175598145 (2.492395125684284) | > loss_kl: 1.9397249221801758 (1.9471238894121987) | > loss_feat: 6.844335556030273 (7.028872427486238) | > loss_mel: 16.757566452026367 (17.244709287370956) | > loss_duration: 2.0525636672973633 (1.976767469020117) | > loss_1: 30.060535430908203 (30.689868177686417) | > grad_norm_1: tensor(41.9291, device='cuda:0') (tensor(108.7135, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3637 (0.36724967048281715) | > loader_time: 0.0041 (0.0036496945789882113)  --> TIME: 2024-06-12 08:11:04 -- STEP: 109/330 -- GLOBAL_STEP: 392700 | > loss_disc: 2.345872163772583 (2.361661394801708) | > loss_disc_real_0: 0.09955082833766937 (0.10927116214682203) | > loss_disc_real_1: 0.19024987518787384 (0.19425120245699493) | > loss_disc_real_2: 0.18411876261234283 (0.2096339118316633) | > loss_disc_real_3: 0.21498464047908783 (0.23000261187553406) | > loss_disc_real_4: 0.20806185901165009 (0.23279045863982734) | > loss_disc_real_5: 0.2067962884902954 (0.22599747599264897) | > loss_0: 2.345872163772583 (2.361661394801708) | > grad_norm_0: tensor(8.7313, device='cuda:0') (tensor(10.2364, device='cuda:0')) | > loss_gen: 2.4798715114593506 (2.482323191581516) | > loss_kl: 2.091153144836426 (1.956424803908812) | > loss_feat: 6.783589839935303 (7.009067636017406) | > loss_mel: 17.024795532226562 (17.17273447054242) | > loss_duration: 1.9296209812164307 (1.98011456060847) | > loss_1: 30.309030532836914 (30.600664593757838) | > grad_norm_1: tensor(140.4226, device='cuda:0') (tensor(110.2012, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3812 (0.3676429101086538) | > loader_time: 0.0036 (0.0037222433527675245)  --> TIME: 2024-06-12 08:11:14 -- STEP: 134/330 -- GLOBAL_STEP: 392725 | > loss_disc: 2.436215400695801 (2.3666626108226487) | > loss_disc_real_0: 0.13808532059192657 (0.11102548825429447) | > loss_disc_real_1: 0.22594822943210602 (0.19555514233548255) | > loss_disc_real_2: 0.1727394461631775 (0.21069096807223647) | > loss_disc_real_3: 0.2336084544658661 (0.23075347871922736) | > loss_disc_real_4: 0.2272433340549469 (0.23219118256177476) | > loss_disc_real_5: 0.22626809775829315 (0.2250927886856136) | > loss_0: 2.436215400695801 (2.3666626108226487) | > grad_norm_0: tensor(12.9692, device='cuda:0') (tensor(10.3363, device='cuda:0')) | > loss_gen: 2.3819186687469482 (2.4785890152205283) | > loss_kl: 2.145069122314453 (1.9728381776097994) | > loss_feat: 7.450666427612305 (7.0006585548173135) | > loss_mel: 17.394739151000977 (17.188013453981764) | > loss_duration: 2.0029921531677246 (1.985247213449051) | > loss_1: 31.375385284423828 (30.625346297648417) | > grad_norm_1: tensor(207.1273, device='cuda:0') (tensor(115.0495, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3799 (0.3685058942481653) | > loader_time: 0.005 (0.0038141795058748615)  --> TIME: 2024-06-12 08:11:24 -- STEP: 159/330 -- GLOBAL_STEP: 392750 | > loss_disc: 2.266556978225708 (2.3631464655294367) | > loss_disc_real_0: 0.10989515483379364 (0.11120335336001415) | > loss_disc_real_1: 0.20110511779785156 (0.19549334091397955) | > loss_disc_real_2: 0.14409859478473663 (0.21012049416700998) | > loss_disc_real_3: 0.2076261341571808 (0.2303052287806505) | > loss_disc_real_4: 0.204824298620224 (0.23203022731175213) | > loss_disc_real_5: 0.19124852120876312 (0.2242970220135443) | > loss_0: 2.266556978225708 (2.3631464655294367) | > grad_norm_0: tensor(21.4385, device='cuda:0') (tensor(10.7043, device='cuda:0')) | > loss_gen: 2.5606637001037598 (2.4784756891382567) | > loss_kl: 2.037459373474121 (1.9841489132095433) | > loss_feat: 7.163609981536865 (7.01017493721824) | > loss_mel: 17.22785758972168 (17.186145836452262) | > loss_duration: 2.0022504329681396 (1.9892352002221834) | > loss_1: 30.991840362548828 (30.64818042779119) | > grad_norm_1: tensor(391.0981, device='cuda:0') (tensor(127.6194, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3919 (0.37155891514424255) | > loader_time: 0.0043 (0.003940342357323604)  --> TIME: 2024-06-12 08:11:34 -- STEP: 184/330 -- GLOBAL_STEP: 392775 | > loss_disc: 2.3478126525878906 (2.366683143636456) | > loss_disc_real_0: 0.09316778182983398 (0.11330494377762079) | > loss_disc_real_1: 0.20357869565486908 (0.1951282639461367) | > loss_disc_real_2: 0.210293248295784 (0.2103841086120709) | > loss_disc_real_3: 0.23870281875133514 (0.23117396033004575) | > loss_disc_real_4: 0.2489040493965149 (0.2322264388203621) | > loss_disc_real_5: 0.23049339652061462 (0.22457750222605208) | > loss_0: 2.3478126525878906 (2.366683143636456) | > grad_norm_0: tensor(13.1532, device='cuda:0') (tensor(11.5891, device='cuda:0')) | > loss_gen: 2.431236743927002 (2.4737518909184826) | > loss_kl: 2.124454975128174 (1.9878776034583217) | > loss_feat: 6.83378791809082 (6.9872143657311145) | > loss_mel: 16.603620529174805 (17.156882488209266) | > loss_duration: 2.0583810806274414 (1.9968019425868988) | > loss_1: 30.05147933959961 (30.602528178173564) | > grad_norm_1: tensor(247.3268, device='cuda:0') (tensor(146.7318, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.3929 (0.375198386285616) | > loader_time: 0.0043 (0.004032243853029998)  --> TIME: 2024-06-12 08:11:44 -- STEP: 209/330 -- GLOBAL_STEP: 392800 | > loss_disc: 2.4366672039031982 (2.368849072159765) | > loss_disc_real_0: 0.11207892000675201 (0.1144384105810138) | > loss_disc_real_1: 0.1894506961107254 (0.19552576880563388) | > loss_disc_real_2: 0.20619288086891174 (0.21058048635863802) | > loss_disc_real_3: 0.2410571277141571 (0.23092573367807853) | > loss_disc_real_4: 0.25087881088256836 (0.23256619581195156) | > loss_disc_real_5: 0.19529816508293152 (0.22482247215709047) | > loss_0: 2.4366672039031982 (2.368849072159765) | > grad_norm_0: tensor(32.8266, device='cuda:0') (tensor(13.2013, device='cuda:0')) | > loss_gen: 2.356781244277954 (2.477388385380284) | > loss_kl: 2.017871856689453 (1.9942008627658825) | > loss_feat: 6.888290882110596 (6.9993761418538805) | > loss_mel: 16.49909019470215 (17.100683267036693) | > loss_duration: 2.097233772277832 (2.005151328287626) | > loss_1: 29.859268188476562 (30.576799885507977) | > grad_norm_1: tensor(391.3112, device='cuda:0') (tensor(167.8168, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.419 (0.3782216316204892) | > loader_time: 0.0045 (0.004146587335321894)  --> TIME: 2024-06-12 08:11:55 -- STEP: 234/330 -- GLOBAL_STEP: 392825 | > loss_disc: 2.4502406120300293 (2.369337249005964) | > loss_disc_real_0: 0.1538591980934143 (0.11562636739805214) | > loss_disc_real_1: 0.20715966820716858 (0.1957957576164323) | > loss_disc_real_2: 0.22512969374656677 (0.21079996215482044) | > loss_disc_real_3: 0.22902321815490723 (0.23088902158614916) | > loss_disc_real_4: 0.22486566007137299 (0.23243974856077096) | > loss_disc_real_5: 0.18053309619426727 (0.223550396406243) | > loss_0: 2.4502406120300293 (2.369337249005964) | > grad_norm_0: tensor(32.0119, device='cuda:0') (tensor(15.3914, device='cuda:0')) | > loss_gen: 2.5031721591949463 (2.4809752977811375) | > loss_kl: 1.9658703804016113 (1.9981242265456762) | > loss_feat: 6.158436298370361 (6.996828203527336) | > loss_mel: 15.73006534576416 (17.073410918569977) | > loss_duration: 2.0730926990509033 (2.014386874488276) | > loss_1: 28.43063735961914 (30.563725414439144) | > grad_norm_1: tensor(265.0939, device='cuda:0') (tensor(194.8004, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.4292 (0.38224051956437594) | > loader_time: 0.0055 (0.004264622671991333)  --> TIME: 2024-06-12 08:12:06 -- STEP: 259/330 -- GLOBAL_STEP: 392850 | > loss_disc: 2.2760047912597656 (2.3717202762839436) | > loss_disc_real_0: 0.12289708852767944 (0.11682652147004963) | > loss_disc_real_1: 0.2077806144952774 (0.19591571422272208) | > loss_disc_real_2: 0.2034463882446289 (0.21077165859086172) | > loss_disc_real_3: 0.1818569004535675 (0.23127622936913406) | > loss_disc_real_4: 0.19781062006950378 (0.2326766155286185) | > loss_disc_real_5: 0.17141805589199066 (0.2235016117454956) | > loss_0: 2.2760047912597656 (2.3717202762839436) | > grad_norm_0: tensor(29.9230, device='cuda:0') (tensor(16.6715, device='cuda:0')) | > loss_gen: 2.4846675395965576 (2.4811179499828677) | > loss_kl: 2.0703256130218506 (2.0048915980865596) | > loss_feat: 7.928709506988525 (6.99735705732839) | > loss_mel: 17.700138092041016 (17.043035168445247) | > loss_duration: 2.1195154190063477 (2.022349755736392) | > loss_1: 32.3033561706543 (30.548751426019262) | > grad_norm_1: tensor(500.4195, device='cuda:0') (tensor(216.2906, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.4463 (0.3872696027792559) | > loader_time: 0.0059 (0.004413793446014288)  --> TIME: 2024-06-12 08:12:17 -- STEP: 284/330 -- GLOBAL_STEP: 392875 | > loss_disc: 2.3513898849487305 (2.374545203967835) | > loss_disc_real_0: 0.17711743712425232 (0.11829789882709443) | > loss_disc_real_1: 0.19952397048473358 (0.19616097985753714) | > loss_disc_real_2: 0.22425135970115662 (0.21089376734805781) | > loss_disc_real_3: 0.21396557986736298 (0.23106078814033051) | > loss_disc_real_4: 0.2354634702205658 (0.23281935985449334) | > loss_disc_real_5: 0.21857434511184692 (0.22364604441632688) | > loss_0: 2.3513898849487305 (2.374545203967835) | > grad_norm_0: tensor(22.2589, device='cuda:0') (tensor(17.4224, device='cuda:0')) | > loss_gen: 2.4765288829803467 (2.4759822999927366) | > loss_kl: 2.096190929412842 (2.0108975873027046) | > loss_feat: 6.982429027557373 (6.974002430136776) | > loss_mel: 16.351688385009766 (16.976745444284354) | > loss_duration: 2.156709671020508 (2.032122667826398) | > loss_1: 30.063547134399414 (30.469750343913763) | > grad_norm_1: tensor(142.4880, device='cuda:0') (tensor(227.8334, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.4501 (0.3925407587642401) | > loader_time: 0.0067 (0.004580338236311793)  --> TIME: 2024-06-12 08:12:30 -- STEP: 309/330 -- GLOBAL_STEP: 392900 | > loss_disc: 2.3477325439453125 (2.3792766004704364) | > loss_disc_real_0: 0.13620176911354065 (0.11952593710430232) | > loss_disc_real_1: 0.20995788276195526 (0.19669390706086234) | > loss_disc_real_2: 0.21958643198013306 (0.21098054381250178) | > loss_disc_real_3: 0.22449594736099243 (0.2311349593609282) | > loss_disc_real_4: 0.22330249845981598 (0.23419320641212094) | > loss_disc_real_5: 0.2256293147802353 (0.224586801187506) | > loss_0: 2.3477325439453125 (2.3792766004704364) | > grad_norm_0: tensor(12.9925, device='cuda:0') (tensor(17.6473, device='cuda:0')) | > loss_gen: 2.5230822563171387 (2.4705263796747703) | > loss_kl: 2.1137170791625977 (2.0174107104057617) | > loss_feat: 6.533410549163818 (6.96892423537171) | > loss_mel: 15.043102264404297 (16.92722234448183) | > loss_duration: 2.226101875305176 (2.044245112289504) | > loss_1: 28.439414978027344 (30.428328708537574) | > grad_norm_1: tensor(245.9841, device='cuda:0') (tensor(232.3340, device='cuda:0')) | > current_lr_0: 0.0001782051037162417 | > current_lr_1: 0.0001782051037162417 | > step_time: 0.5184 (0.40062322585713894) | > loader_time: 0.0082 (0.00478641577908908)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.710559129714966 (2.710559129714966) | > loss_disc_real_0: 0.1697845309972763 (0.1697845309972763) | > loss_disc_real_1: 0.23202846944332123 (0.23202846944332123) | > loss_disc_real_2: 0.3093177080154419 (0.3093177080154419) | > loss_disc_real_3: 0.2642279863357544 (0.2642279863357544) | > loss_disc_real_4: 0.2759208381175995 (0.2759208381175995) | > loss_disc_real_5: 0.26782265305519104 (0.26782265305519104) | > loss_0: 2.710559129714966 (2.710559129714966) | > loss_gen: 2.161994218826294 (2.161994218826294) | > loss_kl: 2.555607318878174 (2.555607318878174) | > loss_feat: 4.6733479499816895 (4.6733479499816895) | > loss_mel: 12.853813171386719 (12.853813171386719) | > loss_duration: 3.1264522075653076 (3.1264522075653076) | > loss_1: 25.371213912963867 (25.371213912963867)  --> STEP: 1 | > loss_disc: 1.9705917835235596 (1.9705917835235596) | > loss_disc_real_0: 0.10245852172374725 (0.10245852172374725) | > loss_disc_real_1: 0.16395340859889984 (0.16395340859889984) | > loss_disc_real_2: 0.11800884455442429 (0.11800884455442429) | > loss_disc_real_3: 0.21153609454631805 (0.21153609454631805) | > loss_disc_real_4: 0.2014518827199936 (0.2014518827199936) | > loss_disc_real_5: 0.20924484729766846 (0.20924484729766846) | > loss_0: 1.9705917835235596 (1.9705917835235596) | > loss_gen: 2.5658862590789795 (2.5658862590789795) | > loss_kl: 2.923475980758667 (2.923475980758667) | > loss_feat: 7.751950740814209 (7.751950740814209) | > loss_mel: 17.733524322509766 (17.733524322509766) | > loss_duration: 2.5430874824523926 (2.5430874824523926) | > loss_1: 33.51792526245117 (33.51792526245117)  --> STEP: 2 | > loss_disc: 2.296826124191284 (2.133708953857422) | > loss_disc_real_0: 0.0793386846780777 (0.09089860320091248) | > loss_disc_real_1: 0.24789650738239288 (0.20592495799064636) | > loss_disc_real_2: 0.2621469497680664 (0.19007789716124535) | > loss_disc_real_3: 0.23950563371181488 (0.22552086412906647) | > loss_disc_real_4: 0.2123861163854599 (0.20691899955272675) | > loss_disc_real_5: 0.20669950544834137 (0.2079721763730049) | > loss_0: 2.296826124191284 (2.133708953857422) | > loss_gen: 2.4600634574890137 (2.5129748582839966) | > loss_kl: 3.940418243408203 (3.431947112083435) | > loss_feat: 5.961811065673828 (6.8568809032440186) | > loss_mel: 18.052961349487305 (17.893242835998535) | > loss_duration: 2.549741506576538 (2.5464144945144653) | > loss_1: 32.964996337890625 (33.2414608001709)  --> STEP: 3 | > loss_disc: 2.2310147285461426 (2.1661442120869956) | > loss_disc_real_0: 0.16034936904907227 (0.1140488584836324) | > loss_disc_real_1: 0.2644343674182892 (0.2254280944665273) | > loss_disc_real_2: 0.23903755843639374 (0.20639778425296149) | > loss_disc_real_3: 0.2183019071817398 (0.22311454514662424) | > loss_disc_real_4: 0.17632196843624115 (0.19671998918056488) | > loss_disc_real_5: 0.18709810078144073 (0.20101415117581686) | > loss_0: 2.2310147285461426 (2.1661442120869956) | > loss_gen: 2.5890417098999023 (2.5383304754892984) | > loss_kl: 2.87567138671875 (3.2465218702952066) | > loss_feat: 6.620318412780762 (6.778026739756267) | > loss_mel: 14.569376945495605 (16.785287539164226) | > loss_duration: 2.4112627506256104 (2.50136391321818) | > loss_1: 29.065670013427734 (31.849530537923176)  --> STEP: 4 | > loss_disc: 2.699313163757324 (2.2994364500045776) | > loss_disc_real_0: 0.12970870733261108 (0.11796382069587708) | > loss_disc_real_1: 0.2956146001815796 (0.24297472089529037) | > loss_disc_real_2: 0.28102484345436096 (0.22505454905331135) | > loss_disc_real_3: 0.2566588819026947 (0.23150062933564186) | > loss_disc_real_4: 0.1700834035873413 (0.190060842782259) | > loss_disc_real_5: 0.23353096842765808 (0.20914335548877716) | > loss_0: 2.699313163757324 (2.2994364500045776) | > loss_gen: 1.9965078830718994 (2.4028748273849487) | > loss_kl: 3.9566493034362793 (3.424053728580475) | > loss_feat: 5.133419513702393 (6.366874933242798) | > loss_mel: 18.528030395507812 (17.220973253250122) | > loss_duration: 2.3861241340637207 (2.4725539684295654) | > loss_1: 32.000732421875 (31.887331008911133)  --> STEP: 5 | > loss_disc: 2.667665481567383 (2.3730822563171388) | > loss_disc_real_0: 0.2207247018814087 (0.1385159969329834) | > loss_disc_real_1: 0.19291943311691284 (0.23296366333961488) | > loss_disc_real_2: 0.2933443486690521 (0.23871250897645951) | > loss_disc_real_3: 0.2868366241455078 (0.24256782829761506) | > loss_disc_real_4: 0.23944228887557983 (0.19993713200092317) | > loss_disc_real_5: 0.24413388967514038 (0.2161414623260498) | > loss_0: 2.667665481567383 (2.3730822563171388) | > loss_gen: 2.3251686096191406 (2.3873335838317873) | > loss_kl: 3.12693452835083 (3.364629888534546) | > loss_feat: 5.284249305725098 (6.150349807739258) | > loss_mel: 19.111915588378906 (17.59916172027588) | > loss_duration: 2.3451919555664062 (2.4470815658569336) | > loss_1: 32.193458557128906 (31.94855651855469)  --> STEP: 6 | > loss_disc: 2.577747344970703 (2.407193104426066) | > loss_disc_real_0: 0.11167962104082108 (0.134043267617623) | > loss_disc_real_1: 0.2703964412212372 (0.2392024596532186) | > loss_disc_real_2: 0.2838895320892334 (0.24624201282858849) | > loss_disc_real_3: 0.3257148563861847 (0.2564256663123767) | > loss_disc_real_4: 0.29917988181114197 (0.21647759030262628) | > loss_disc_real_5: 0.3112713098526001 (0.2319964369138082) | > loss_0: 2.577747344970703 (2.407193104426066) | > loss_gen: 2.5280914306640625 (2.4107932249704995) | > loss_kl: 2.8536579608917236 (3.2794679005940757) | > loss_feat: 4.337430000305176 (5.848196506500244) | > loss_mel: 16.52996063232422 (17.420961538950603) | > loss_duration: 2.2554988861083984 (2.4151511192321777) | > loss_1: 28.504638671875 (31.37457021077474)  --> STEP: 7 | > loss_disc: 2.3642001152038574 (2.4010512488228932) | > loss_disc_real_0: 0.09016244113445282 (0.12777457812002727) | > loss_disc_real_1: 0.2617955207824707 (0.2424300398145403) | > loss_disc_real_2: 0.1771470457315445 (0.2363713032432965) | > loss_disc_real_3: 0.2866595387458801 (0.2607447909457343) | > loss_disc_real_4: 0.2382783740758896 (0.21959198798452104) | > loss_disc_real_5: 0.22294683754444122 (0.23070363700389862) | > loss_0: 2.3642001152038574 (2.4010512488228932) | > loss_gen: 2.389838695526123 (2.40779972076416) | > loss_kl: 4.567136287689209 (3.4634205273219516) | > loss_feat: 6.2579755783081055 (5.906736373901367) | > loss_mel: 17.469141006469727 (17.427844320024764) | > loss_duration: 2.5694265365600586 (2.437190464564732) | > loss_1: 33.253517150878906 (31.64299120221819)  --> STEP: 8 | > loss_disc: 2.499220371246338 (2.413322389125824) | > loss_disc_real_0: 0.23800989985466003 (0.14155399333685637) | > loss_disc_real_1: 0.26373282074928284 (0.24509288743138313) | > loss_disc_real_2: 0.31204116344451904 (0.2458300357684493) | > loss_disc_real_3: 0.2599750757217407 (0.2606485765427351) | > loss_disc_real_4: 0.2412843406200409 (0.22230353206396103) | > loss_disc_real_5: 0.21417038142681122 (0.2286369800567627) | > loss_0: 2.499220371246338 (2.413322389125824) | > loss_gen: 2.6801044940948486 (2.441837817430496) | > loss_kl: 3.846844434738159 (3.5113485157489777) | > loss_feat: 7.927992820739746 (6.1593934297561646) | > loss_mel: 14.904651641845703 (17.11244523525238) | > loss_duration: 2.277057409286499 (2.417173832654953) | > loss_1: 31.63665199279785 (31.64219880104065)  --> STEP: 9 | > loss_disc: 2.5093228816986084 (2.4239891105228) | > loss_disc_real_0: 0.1688665747642517 (0.14458872460656697) | > loss_disc_real_1: 0.23291254043579102 (0.243739515542984) | > loss_disc_real_2: 0.2596004903316498 (0.24736008627547157) | > loss_disc_real_3: 0.25649169087409973 (0.26018670035733116) | > loss_disc_real_4: 0.22163352370262146 (0.22222908669047886) | > loss_disc_real_5: 0.27323877811431885 (0.23359273539649117) | > loss_0: 2.5093228816986084 (2.4239891105228) | > loss_gen: 2.3256161212921143 (2.4289242956373425) | > loss_kl: 3.044443368911743 (3.459470166100396) | > loss_feat: 6.854227542877197 (6.236597220102946) | > loss_mel: 18.88955307006836 (17.309901661343044) | > loss_duration: 2.1967010498046875 (2.3926768567827015) | > loss_1: 33.31053924560547 (31.82756996154785)  --> STEP: 10 | > loss_disc: 2.384228229522705 (2.4200130224227907) | > loss_disc_real_0: 0.22967040538787842 (0.15309689268469812) | > loss_disc_real_1: 0.2050696462392807 (0.23987252861261368) | > loss_disc_real_2: 0.25370290875434875 (0.2479943685233593) | > loss_disc_real_3: 0.24364370107650757 (0.2585324004292488) | > loss_disc_real_4: 0.27571386098861694 (0.22757756412029267) | > loss_disc_real_5: 0.2747393846511841 (0.23770740032196044) | > loss_0: 2.384228229522705 (2.4200130224227907) | > loss_gen: 2.775057792663574 (2.463537645339966) | > loss_kl: 3.1819119453430176 (3.431714344024658) | > loss_feat: 7.1868767738342285 (6.331625175476074) | > loss_mel: 18.947227478027344 (17.473634243011475) | > loss_duration: 2.4677772521972656 (2.4001868963241577) | > loss_1: 34.55885314941406 (32.10069828033447)  --> STEP: 11 | > loss_disc: 2.3367764949798584 (2.412446065382524) | > loss_disc_real_0: 0.11677756160497665 (0.14979513531381433) | > loss_disc_real_1: 0.18425963819026947 (0.23481681130149148) | > loss_disc_real_2: 0.2975146472454071 (0.25249621204354544) | > loss_disc_real_3: 0.24974794685840607 (0.25773381374099036) | > loss_disc_real_4: 0.16413630545139313 (0.22181017696857452) | > loss_disc_real_5: 0.1419820487499237 (0.22900509563359348) | > loss_0: 2.3367764949798584 (2.412446065382524) | > loss_gen: 2.3203883171081543 (2.4505240700461646) | > loss_kl: 3.7212400436401367 (3.45803486217152) | > loss_feat: 6.537937641143799 (6.35038085417314) | > loss_mel: 15.799406051635742 (17.321431680159137) | > loss_duration: 2.582092761993408 (2.4167237932031806) | > loss_1: 30.9610652923584 (31.99709528142756)  --> STEP: 12 | > loss_disc: 2.327596426010132 (2.4053752621014914) | > loss_disc_real_0: 0.09847176820039749 (0.14551818805436292) | > loss_disc_real_1: 0.23154059052467346 (0.2345437929034233) | > loss_disc_real_2: 0.2190038561820984 (0.24970518238842487) | > loss_disc_real_3: 0.25880688428878784 (0.25782323628664017) | > loss_disc_real_4: 0.24818512797355652 (0.22400808955232301) | > loss_disc_real_5: 0.22468143701553345 (0.22864479074875513) | > loss_0: 2.327596426010132 (2.4053752621014914) | > loss_gen: 2.4928290843963623 (2.454049487908681) | > loss_kl: 2.513033151626587 (3.3792847196261087) | > loss_feat: 6.930233478546143 (6.398701906204224) | > loss_mel: 16.453529357910156 (17.249106486638386) | > loss_duration: 2.33587908744812 (2.409986734390259) | > loss_1: 30.72550392150879 (31.89112933476766)  --> STEP: 13 | > loss_disc: 2.4992728233337402 (2.4125981514270487) | > loss_disc_real_0: 0.08305586874485016 (0.14071339426132348) | > loss_disc_real_1: 0.24006116390228271 (0.23496820605718172) | > loss_disc_real_2: 0.2761812210083008 (0.2517418007437999) | > loss_disc_real_3: 0.22471994161605835 (0.2552768290042877) | > loss_disc_real_4: 0.21945983171463013 (0.2236582235648082) | > loss_disc_real_5: 0.20585399866104126 (0.22689165289585406) | > loss_0: 2.4992728233337402 (2.4125981514270487) | > loss_gen: 2.217148780822754 (2.435826356594379) | > loss_kl: 3.8476250171661377 (3.415310896359957) | > loss_feat: 6.076168060302734 (6.373891610365647) | > loss_mel: 17.044939041137695 (17.23340129852295) | > loss_duration: 2.315850257873535 (2.4027454669658956) | > loss_1: 31.501728057861328 (31.86117539039025)  --> STEP: 14 | > loss_disc: 2.5086750984191895 (2.419460790497916) | > loss_disc_real_0: 0.1325075626373291 (0.14012726343103818) | > loss_disc_real_1: 0.21362732350826263 (0.2334438573036875) | > loss_disc_real_2: 0.23693130910396576 (0.2506839084838118) | > loss_disc_real_3: 0.2611831724643707 (0.25569871068000793) | > loss_disc_real_4: 0.25177252292633057 (0.22566638780491693) | > loss_disc_real_5: 0.231736958026886 (0.2272377461194992) | > loss_0: 2.5086750984191895 (2.419460790497916) | > loss_gen: 2.321650266647339 (2.427670921598162) | > loss_kl: 4.61608362197876 (3.5010803767613004) | > loss_feat: 6.4711995124816895 (6.380842174802508) | > loss_mel: 18.7777156829834 (17.343709468841553) | > loss_duration: 2.442103862762451 (2.405556780951364) | > loss_1: 34.628753662109375 (32.0588595526559)  --> STEP: 15 | > loss_disc: 2.567490577697754 (2.429329442977905) | > loss_disc_real_0: 0.1896822452545166 (0.14343092888593673) | > loss_disc_real_1: 0.2823668122291565 (0.2367053876320521) | > loss_disc_real_2: 0.25102758407592773 (0.25070682018995283) | > loss_disc_real_3: 0.27840253710746765 (0.25721229910850524) | > loss_disc_real_4: 0.2228689193725586 (0.22547988990942638) | > loss_disc_real_5: 0.25303488969802856 (0.22895755569140117) | > loss_0: 2.567490577697754 (2.429329442977905) | > loss_gen: 2.582625150680542 (2.438001203536987) | > loss_kl: 3.2767298221588135 (3.4861236731211345) | > loss_feat: 7.17250394821167 (6.433619626363119) | > loss_mel: 17.192642211914062 (17.33363831837972) | > loss_duration: 2.350341796875 (2.4018757820129393) | > loss_1: 32.57484436035156 (32.09325853983561)  --> STEP: 16 | > loss_disc: 2.5482659339904785 (2.436762973666191) | > loss_disc_real_0: 0.18981526792049408 (0.14632995007559657) | > loss_disc_real_1: 0.26673227548599243 (0.23858206812292337) | > loss_disc_real_2: 0.2811150848865509 (0.25260733673349023) | > loss_disc_real_3: 0.2944923937320709 (0.2595423050224781) | > loss_disc_real_4: 0.27553534507751465 (0.2286083558574319) | > loss_disc_real_5: 0.17476753890514374 (0.22557067964226007) | > loss_0: 2.5482659339904785 (2.436762973666191) | > loss_gen: 2.546966791152954 (2.4448115527629852) | > loss_kl: 3.0526974201202393 (3.4590345323085785) | > loss_feat: 7.769154071807861 (6.517090529203415) | > loss_mel: 18.592857360839844 (17.412339508533478) | > loss_duration: 2.424476146697998 (2.4032883048057556) | > loss_1: 34.38615036010742 (32.2365642786026)  --> STEP: 17 | > loss_disc: 2.729515314102173 (2.45398369957419) | > loss_disc_real_0: 0.09271112084388733 (0.14317590129726074) | > loss_disc_real_1: 0.3594103455543518 (0.24568961385418386) | > loss_disc_real_2: 0.3033103048801422 (0.2555898642715286) | > loss_disc_real_3: 0.31288954615592957 (0.2626803780303282) | > loss_disc_real_4: 0.33210015296936035 (0.2346961086287218) | > loss_disc_real_5: 0.3843081593513489 (0.23490817844867706) | > loss_0: 2.729515314102173 (2.45398369957419) | > loss_gen: 2.5748167037963867 (2.4524589145884796) | > loss_kl: 3.1497862339019775 (3.4408434559317196) | > loss_feat: 6.099594593048096 (6.49253194472369) | > loss_mel: 16.11638832092285 (17.336107085732852) | > loss_duration: 2.4473133087158203 (2.405878010918112) | > loss_1: 30.38789939880371 (32.127819285673255)  --> STEP: 18 | > loss_disc: 2.692626476287842 (2.4672416316138372) | > loss_disc_real_0: 0.14735426008701324 (0.14340803234113586) | > loss_disc_real_1: 0.23263341188430786 (0.24496426930030188) | > loss_disc_real_2: 0.37399592995643616 (0.2621679790318012) | > loss_disc_real_3: 0.2240128517150879 (0.2605321821239259) | > loss_disc_real_4: 0.19105900824069977 (0.2322718252738317) | > loss_disc_real_5: 0.23863640427589417 (0.2351153021057447) | > loss_0: 2.692626476287842 (2.4672416316138372) | > loss_gen: 2.2655465602874756 (2.4420748949050903) | > loss_kl: 3.2736172676086426 (3.431553112135993) | > loss_feat: 7.539153575897217 (6.550677590899998) | > loss_mel: 17.1253719329834 (17.324399577246773) | > loss_duration: 2.2465407848358154 (2.397025942802429) | > loss_1: 32.45022964477539 (32.14573097229004)  --> STEP: 19 | > loss_disc: 2.4585695266723633 (2.4667852050379704) | > loss_disc_real_0: 0.20047104358673096 (0.146411348722483) | > loss_disc_real_1: 0.2569461762905121 (0.24559489598399714) | > loss_disc_real_2: 0.26324987411499023 (0.26222492087828486) | > loss_disc_real_3: 0.2992355525493622 (0.2625692016200015) | > loss_disc_real_4: 0.22755293548107147 (0.2320234626531601) | > loss_disc_real_5: 0.23549091815948486 (0.235135071371731) | > loss_0: 2.4585695266723633 (2.4667852050379704) | > loss_gen: 2.536785364151001 (2.447059656444349) | > loss_kl: 2.29291033744812 (3.371624545047158) | > loss_feat: 5.663785934448242 (6.503999082665694) | > loss_mel: 16.920833587646484 (17.30315926200465) | > loss_duration: 2.359175205230713 (2.3950337987197075) | > loss_1: 29.773488998413086 (32.020876131559675)  --> STEP: 20 | > loss_disc: 2.5963027477264404 (2.4732610821723937) | > loss_disc_real_0: 0.1284749060869217 (0.1455145265907049) | > loss_disc_real_1: 0.23620614409446716 (0.24512545838952066) | > loss_disc_real_2: 0.2674267888069153 (0.2624850142747164) | > loss_disc_real_3: 0.29090258479118347 (0.2639858707785606) | > loss_disc_real_4: 0.30714309215545654 (0.23577944412827492) | > loss_disc_real_5: 0.27198535203933716 (0.23697758540511132) | > loss_0: 2.5963027477264404 (2.4732610821723937) | > loss_gen: 2.6048407554626465 (2.4549487113952635) | > loss_kl: 2.178745985031128 (3.3119806170463564) | > loss_feat: 6.065628528594971 (6.482080554962158) | > loss_mel: 18.882171630859375 (17.382109880447388) | > loss_duration: 2.297463893890381 (2.390155303478241) | > loss_1: 32.02885055541992 (32.02127485275268)  --> STEP: 21 | > loss_disc: 2.450303792953491 (2.4721678779238747) | > loss_disc_real_0: 0.11902971565723419 (0.1442533451176825) | > loss_disc_real_1: 0.30097970366477966 (0.24778518435500918) | > loss_disc_real_2: 0.3025919795036316 (0.2643948697618076) | > loss_disc_real_3: 0.23796308040618896 (0.26274669028463815) | > loss_disc_real_4: 0.23272471129894257 (0.23563398066021146) | > loss_disc_real_5: 0.2173967808485031 (0.2360451661405109) | > loss_0: 2.450303792953491 (2.4721678779238747) | > loss_gen: 2.3801209926605225 (2.451385486693609) | > loss_kl: 2.3686892986297607 (3.2670619828360423) | > loss_feat: 5.1502885818481445 (6.418661889575777) | > loss_mel: 16.427000045776367 (17.336628459748766) | > loss_duration: 2.248702049255371 (2.3834194342295327) | > loss_1: 28.57480239868164 (31.85715711684454)  --> STEP: 22 | > loss_disc: 2.230466604232788 (2.4611814563924614) | > loss_disc_real_0: 0.10023360699415207 (0.1422524479302493) | > loss_disc_real_1: 0.16356101632118225 (0.24395681308074432) | > loss_disc_real_2: 0.28512290120124817 (0.26533705300905486) | > loss_disc_real_3: 0.2696342468261719 (0.263059761036526) | > loss_disc_real_4: 0.2381366640329361 (0.23574773899533533) | > loss_disc_real_5: 0.2787545323371887 (0.23798650096763263) | > loss_0: 2.230466604232788 (2.4611814563924614) | > loss_gen: 2.780341148376465 (2.4663380167701026) | > loss_kl: 2.3841183185577393 (3.2269281799143013) | > loss_feat: 9.173383712768555 (6.543876517902721) | > loss_mel: 18.48198699951172 (17.388690211556174) | > loss_duration: 2.200216770172119 (2.3750920404087412) | > loss_1: 35.020050048828125 (32.000924977389246)  --> STEP: 23 | > loss_disc: 2.5623128414154053 (2.4655784731325894) | > loss_disc_real_0: 0.07802064716815948 (0.13945976094059323) | > loss_disc_real_1: 0.22525909543037415 (0.24314386883507605) | > loss_disc_real_2: 0.29297998547554016 (0.2665389196380325) | > loss_disc_real_3: 0.26179438829421997 (0.26300474483033875) | > loss_disc_real_4: 0.2369391769170761 (0.23579954064410666) | > loss_disc_real_5: 0.2651229798793793 (0.23916634787683902) | > loss_0: 2.5623128414154053 (2.4655784731325894) | > loss_gen: 2.198854446411133 (2.4547082963197124) | > loss_kl: 2.4759609699249268 (3.1942774316538936) | > loss_feat: 6.42307186126709 (6.538624141527259) | > loss_mel: 16.12425422668457 (17.333714733953062) | > loss_duration: 2.272970676422119 (2.370651981104975) | > loss_1: 29.4951114654541 (31.89197656382685)  --> STEP: 24 | > loss_disc: 2.3424017429351807 (2.460446109374364) | > loss_disc_real_0: 0.14127278327941895 (0.1395353035380443) | > loss_disc_real_1: 0.21903203427791595 (0.24213920906186104) | > loss_disc_real_2: 0.2447444647550583 (0.2656308173512419) | > loss_disc_real_3: 0.258806973695755 (0.2628298376997311) | > loss_disc_real_4: 0.2333795577287674 (0.23569870802263418) | > loss_disc_real_5: 0.22849705815315247 (0.23872179413835207) | > loss_0: 2.3424017429351807 (2.460446109374364) | > loss_gen: 2.425504684448242 (2.453491479158401) | > loss_kl: 2.4768970012664795 (3.164386580387751) | > loss_feat: 7.5801544189453125 (6.582021236419678) | > loss_mel: 17.845516204833984 (17.355039795239765) | > loss_duration: 2.4097635746002197 (2.372281630833944) | > loss_1: 32.73783874511719 (31.927220821380615)  --> STEP: 25 | > loss_disc: 2.435276508331299 (2.4594393253326414) | > loss_disc_real_0: 0.1451614797115326 (0.13976035058498382) | > loss_disc_real_1: 0.31690552830696106 (0.24512986183166505) | > loss_disc_real_2: 0.31958404183387756 (0.26778894633054734) | > loss_disc_real_3: 0.21661587059497833 (0.260981279015541) | > loss_disc_real_4: 0.2094697207212448 (0.23464954853057862) | > loss_disc_real_5: 0.22441141307353973 (0.23814937889575957) | > loss_0: 2.435276508331299 (2.4594393253326414) | > loss_gen: 2.510080337524414 (2.4557550334930416) | > loss_kl: 3.607525110244751 (3.182112121582031) | > loss_feat: 6.672818660736084 (6.585653133392334) | > loss_mel: 13.311494827270508 (17.193297996520997) | > loss_duration: 2.4125044345855713 (2.3738905429840087) | > loss_1: 28.514423370361328 (31.790708923339842)  --> STEP: 26 | > loss_disc: 2.550858736038208 (2.462955456513625) | > loss_disc_real_0: 0.0566762313246727 (0.13656480753651032) | > loss_disc_real_1: 0.09604426473379135 (0.23939580040482375) | > loss_disc_real_2: 0.2695578336715698 (0.2678569804590482) | > loss_disc_real_3: 0.13998134434223175 (0.2563274353742599) | > loss_disc_real_4: 0.07235457748174667 (0.2284074342594697) | > loss_disc_real_5: 0.07994306832551956 (0.2320645207969042) | > loss_0: 2.550858736038208 (2.462955456513625) | > loss_gen: 1.7621822357177734 (2.4290791566555314) | > loss_kl: 2.301227331161499 (3.1482319373350878) | > loss_feat: 16.278118133544922 (6.958440248782818) | > loss_mel: 21.710289001464844 (17.367028419788067) | > loss_duration: 2.2780263423919678 (2.3702034583458533) | > loss_1: 44.3298454284668 (32.27298340430627) --> EVAL PERFORMANCE | > avg_loader_time: 0.002402819119966947 (-6.864621089055015e-05) | > avg_loss_disc: 2.462955456513625 (-0.07192310920128442) | > avg_loss_disc_real_0: 0.13656480753651032 (-0.05738591632017723) | > avg_loss_disc_real_1: 0.23939580040482375 (-0.005624676266541839) | > avg_loss_disc_real_2: 0.2678569804590482 (-0.006066979410556617) | > avg_loss_disc_real_3: 0.2563274353742599 (-0.01824729431134009) | > avg_loss_disc_real_4: 0.2284074342594697 (-0.007665724995044559) | > avg_loss_disc_real_5: 0.2320645207969042 (-0.0006566067727712399) | > avg_loss_0: 2.462955456513625 (-0.07192310920128442) | > avg_loss_gen: 2.4290791566555314 (-0.13748096044247005) | > avg_loss_kl: 3.1482319373350878 (-0.0344194815709038) | > avg_loss_feat: 6.958440248782818 (+0.36996035392467785) | > avg_loss_mel: 17.367028419788067 (+0.060032147627609334) | > avg_loss_duration: 2.3702034583458533 (-0.007487040299635872) | > avg_loss_1: 32.27298340430627 (+0.25060528975267005)  > EPOCH: 924/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:13:02)   --> TIME: 2024-06-12 08:13:05 -- STEP: 4/330 -- GLOBAL_STEP: 392925 | > loss_disc: 2.348520517349243 (2.3590436577796936) | > loss_disc_real_0: 0.10607615113258362 (0.10833897441625595) | > loss_disc_real_1: 0.1584475338459015 (0.19293755665421486) | > loss_disc_real_2: 0.16651517152786255 (0.2217067964375019) | > loss_disc_real_3: 0.23172560334205627 (0.2566661536693573) | > loss_disc_real_4: 0.22048109769821167 (0.21518240496516228) | > loss_disc_real_5: 0.2199609875679016 (0.2255101390182972) | > loss_0: 2.348520517349243 (2.3590436577796936) | > grad_norm_0: tensor(12.6794, device='cuda:0') (tensor(8.8069, device='cuda:0')) | > loss_gen: 2.3571934700012207 (2.423535943031311) | > loss_kl: 1.9917926788330078 (1.9914266467094421) | > loss_feat: 7.061525821685791 (6.986750841140747) | > loss_mel: 17.401451110839844 (17.56848382949829) | > loss_duration: 2.119983673095703 (2.126007616519928) | > loss_1: 30.93194580078125 (31.09620428085327) | > grad_norm_1: tensor(56.2613, device='cuda:0') (tensor(60.4177, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.357 (0.3873637914657593) | > loader_time: 0.0034 (0.0030957460403442383)  --> TIME: 2024-06-12 08:13:14 -- STEP: 29/330 -- GLOBAL_STEP: 392950 | > loss_disc: 2.294186592102051 (2.3358813811992776) | > loss_disc_real_0: 0.1417563110589981 (0.10452299282468598) | > loss_disc_real_1: 0.2251427322626114 (0.1951186908730145) | > loss_disc_real_2: 0.23486508429050446 (0.20902130418810352) | > loss_disc_real_3: 0.22759489715099335 (0.2283403143800538) | > loss_disc_real_4: 0.19240203499794006 (0.2249693346434626) | > loss_disc_real_5: 0.21963566541671753 (0.22137194152536063) | > loss_0: 2.294186592102051 (2.3358813811992776) | > grad_norm_0: tensor(14.8951, device='cuda:0') (tensor(9.4481, device='cuda:0')) | > loss_gen: 2.5456202030181885 (2.4838670122212383) | > loss_kl: 1.8269903659820557 (1.922597700151904) | > loss_feat: 6.873425006866455 (6.96547164588139) | > loss_mel: 17.229736328125 (17.279335285055225) | > loss_duration: 2.001962423324585 (2.0040293150934674) | > loss_1: 30.47773551940918 (30.655301061169855) | > grad_norm_1: tensor(72.1929, device='cuda:0') (tensor(103.1458, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.372 (0.3643388665955642) | > loader_time: 0.0039 (0.0032983566152638404)  --> TIME: 2024-06-12 08:13:23 -- STEP: 54/330 -- GLOBAL_STEP: 392975 | > loss_disc: 2.2772531509399414 (2.3185294292591236) | > loss_disc_real_0: 0.1142553836107254 (0.10421845634226445) | > loss_disc_real_1: 0.210556298494339 (0.19541714450827352) | > loss_disc_real_2: 0.24157655239105225 (0.20669242794866916) | > loss_disc_real_3: 0.24689650535583496 (0.22727081924676895) | > loss_disc_real_4: 0.24496008455753326 (0.2256143460119212) | > loss_disc_real_5: 0.1856905072927475 (0.21917363007863364) | > loss_0: 2.2772531509399414 (2.3185294292591236) | > grad_norm_0: tensor(5.8411, device='cuda:0') (tensor(9.2307, device='cuda:0')) | > loss_gen: 2.6711814403533936 (2.5059561596976385) | > loss_kl: 2.035137176513672 (1.9298090581540708) | > loss_feat: 7.681758403778076 (7.004463443049678) | > loss_mel: 17.616886138916016 (17.21178280865704) | > loss_duration: 1.9606502056121826 (1.9824353633103546) | > loss_1: 31.965612411499023 (30.634446850529425) | > grad_norm_1: tensor(51.6107, device='cuda:0') (tensor(97.7947, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.3577 (0.36797770305916117) | > loader_time: 0.0033 (0.0034536079124168114)  --> TIME: 2024-06-12 08:13:33 -- STEP: 79/330 -- GLOBAL_STEP: 393000 | > loss_disc: 2.377730131149292 (2.3339672118802612) | > loss_disc_real_0: 0.13781796395778656 (0.10579478712398795) | > loss_disc_real_1: 0.20394651591777802 (0.19486534463453897) | > loss_disc_real_2: 0.22552816569805145 (0.20783565938472748) | > loss_disc_real_3: 0.21650250256061554 (0.2280513906403433) | > loss_disc_real_4: 0.2019193023443222 (0.2295769835951962) | > loss_disc_real_5: 0.22538621723651886 (0.22271155688581587) | > loss_0: 2.377730131149292 (2.3339672118802612) | > grad_norm_0: tensor(22.7914, device='cuda:0') (tensor(9.3109, device='cuda:0')) | > loss_gen: 2.5744881629943848 (2.5012090477762343) | > loss_kl: 1.9945915937423706 (1.9588652577581285) | > loss_feat: 7.150049686431885 (7.004951646056356) | > loss_mel: 17.09803009033203 (17.183552585070647) | > loss_duration: 1.9367188215255737 (1.976267804073382) | > loss_1: 30.753877639770508 (30.62484634978862) | > grad_norm_1: tensor(198.4646, device='cuda:0') (tensor(96.9863, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.4296 (0.370023739488819) | > loader_time: 0.004 (0.003616444672210307) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_393000.pth  --> TIME: 2024-06-12 08:13:47 -- STEP: 104/330 -- GLOBAL_STEP: 393025 | > loss_disc: 2.3140652179718018 (2.3348356485366817) | > loss_disc_real_0: 0.13514089584350586 (0.10763442215438072) | > loss_disc_real_1: 0.17505691945552826 (0.19472140833162344) | > loss_disc_real_2: 0.21161210536956787 (0.20805624972742337) | > loss_disc_real_3: 0.2549499273300171 (0.22877810393961576) | > loss_disc_real_4: 0.23129317164421082 (0.22993477233327353) | > loss_disc_real_5: 0.19789886474609375 (0.22168918340825117) | > loss_0: 2.3140652179718018 (2.3348356485366817) | > grad_norm_0: tensor(14.1806, device='cuda:0') (tensor(10.5640, device='cuda:0')) | > loss_gen: 2.6214675903320312 (2.496279228192109) | > loss_kl: 1.957391381263733 (1.964454669218797) | > loss_feat: 7.1169209480285645 (6.983990256602947) | > loss_mel: 16.637563705444336 (17.13346019157996) | > loss_duration: 2.047724723815918 (1.979348585009575) | > loss_1: 30.38106918334961 (30.557532897362343) | > grad_norm_1: tensor(297.8690, device='cuda:0') (tensor(116.6364, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.3678 (0.3714529505142799) | > loader_time: 0.0038 (0.003716152447920579)  --> TIME: 2024-06-12 08:13:57 -- STEP: 129/330 -- GLOBAL_STEP: 393050 | > loss_disc: 2.3173916339874268 (2.342647181000821) | > loss_disc_real_0: 0.0962996706366539 (0.1084803472771201) | > loss_disc_real_1: 0.20399895310401917 (0.1941842807586803) | > loss_disc_real_2: 0.22094585001468658 (0.20903358394785446) | > loss_disc_real_3: 0.22193323075771332 (0.22962796480156655) | > loss_disc_real_4: 0.2442941814661026 (0.23042131498340487) | > loss_disc_real_5: 0.22653402388095856 (0.22225724668927896) | > loss_0: 2.3173916339874268 (2.342647181000821) | > grad_norm_0: tensor(14.7041, device='cuda:0') (tensor(11.5737, device='cuda:0')) | > loss_gen: 2.5725059509277344 (2.4885806187178736) | > loss_kl: 2.0240638256073 (1.9725171761919362) | > loss_feat: 7.2276411056518555 (6.991647583569667) | > loss_mel: 17.358888626098633 (17.112516802410735) | > loss_duration: 1.9703168869018555 (1.9831361336301463) | > loss_1: 31.15341567993164 (30.548398261846497) | > grad_norm_1: tensor(266.1934, device='cuda:0') (tensor(134.5996, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.3648 (0.37381817758545394) | > loader_time: 0.0039 (0.003832787506340086)  --> TIME: 2024-06-12 08:14:06 -- STEP: 154/330 -- GLOBAL_STEP: 393075 | > loss_disc: 2.4641635417938232 (2.3460058732466273) | > loss_disc_real_0: 0.116123266518116 (0.10994248285696104) | > loss_disc_real_1: 0.1767304390668869 (0.19412105307950603) | > loss_disc_real_2: 0.1906971037387848 (0.20949646211289735) | > loss_disc_real_3: 0.24444063007831573 (0.22907224491045072) | > loss_disc_real_4: 0.2323274463415146 (0.23073031859738485) | > loss_disc_real_5: 0.22582387924194336 (0.22284957872969763) | > loss_0: 2.4641635417938232 (2.3460058732466273) | > grad_norm_0: tensor(10.7015, device='cuda:0') (tensor(11.9851, device='cuda:0')) | > loss_gen: 2.433123826980591 (2.4872063289989126) | > loss_kl: 2.0805001258850098 (1.9829292428957952) | > loss_feat: 6.894832611083984 (6.982359790182733) | > loss_mel: 17.37897491455078 (17.1208075610074) | > loss_duration: 2.00801420211792 (1.9869729915222565) | > loss_1: 30.795446395874023 (30.56027585809881) | > grad_norm_1: tensor(69.8457, device='cuda:0') (tensor(142.6982, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.3681 (0.3751700745000467) | > loader_time: 0.0039 (0.0038971451969889853)  --> TIME: 2024-06-12 08:14:16 -- STEP: 179/330 -- GLOBAL_STEP: 393100 | > loss_disc: 2.2935068607330322 (2.3531153681557937) | > loss_disc_real_0: 0.08323323726654053 (0.11135032452518047) | > loss_disc_real_1: 0.21521830558776855 (0.19507184033620292) | > loss_disc_real_2: 0.23711803555488586 (0.21007932514451733) | > loss_disc_real_3: 0.21420146524906158 (0.22960797410104528) | > loss_disc_real_4: 0.2126297503709793 (0.2315502844376271) | > loss_disc_real_5: 0.17698301374912262 (0.223048013099079) | > loss_0: 2.2935068607330322 (2.3531153681557937) | > grad_norm_0: tensor(19.8183, device='cuda:0') (tensor(13.4843, device='cuda:0')) | > loss_gen: 2.49932599067688 (2.4844230313540843) | > loss_kl: 1.9870415925979614 (1.9939356549492095) | > loss_feat: 7.093709468841553 (6.970447284549309) | > loss_mel: 16.262405395507812 (17.10198920265921) | > loss_duration: 2.043060779571533 (1.9939926223381939) | > loss_1: 29.885543823242188 (30.544787731916546) | > grad_norm_1: tensor(493.7674, device='cuda:0') (tensor(166.9225, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.3738 (0.3761377188080514) | > loader_time: 0.0045 (0.003985957726419974)  --> TIME: 2024-06-12 08:14:26 -- STEP: 204/330 -- GLOBAL_STEP: 393125 | > loss_disc: 2.323967695236206 (2.3533921942991367) | > loss_disc_real_0: 0.09269896894693375 (0.11214816095490082) | > loss_disc_real_1: 0.19765916466712952 (0.19524449796653262) | > loss_disc_real_2: 0.20255210995674133 (0.21001474435130751) | > loss_disc_real_3: 0.2286953181028366 (0.22929396319623088) | > loss_disc_real_4: 0.2146080881357193 (0.2308141264114894) | > loss_disc_real_5: 0.23600579798221588 (0.2223573690828155) | > loss_0: 2.323967695236206 (2.3533921942991367) | > grad_norm_0: tensor(30.3261, device='cuda:0') (tensor(15.2283, device='cuda:0')) | > loss_gen: 2.6823890209198 (2.490621176420475) | > loss_kl: 2.029367208480835 (1.9974659564448338) | > loss_feat: 7.785354137420654 (6.996475217389126) | > loss_mel: 17.18263816833496 (17.09256817312801) | > loss_duration: 2.013169527053833 (2.0023266889301006) | > loss_1: 31.69291877746582 (30.57945717082304) | > grad_norm_1: tensor(476.2728, device='cuda:0') (tensor(189.3141, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.4002 (0.3782343969625584) | > loader_time: 0.0052 (0.004102595880919815)  --> TIME: 2024-06-12 08:14:37 -- STEP: 229/330 -- GLOBAL_STEP: 393150 | > loss_disc: 2.3334882259368896 (2.354607357208386) | > loss_disc_real_0: 0.1158648133277893 (0.11464450846723073) | > loss_disc_real_1: 0.17882058024406433 (0.19563597733537183) | > loss_disc_real_2: 0.21176911890506744 (0.21078983808188456) | > loss_disc_real_3: 0.2553088963031769 (0.22930667396455873) | > loss_disc_real_4: 0.21133148670196533 (0.2311743303287498) | > loss_disc_real_5: 0.17902326583862305 (0.22047024295059353) | > loss_0: 2.3334882259368896 (2.354607357208386) | > grad_norm_0: tensor(42.2579, device='cuda:0') (tensor(17.6572, device='cuda:0')) | > loss_gen: 2.295555830001831 (2.4990114488976505) | > loss_kl: 2.110368013381958 (2.005448139911135) | > loss_feat: 6.739476203918457 (6.998208279172406) | > loss_mel: 17.060808181762695 (17.06459179507593) | > loss_duration: 2.1217856407165527 (2.0118800724437658) | > loss_1: 30.327993392944336 (30.579139734459755) | > grad_norm_1: tensor(472.5705, device='cuda:0') (tensor(221.4153, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.4091 (0.38092255696459093) | > loader_time: 0.0058 (0.004222539835101134)  --> TIME: 2024-06-12 08:14:47 -- STEP: 254/330 -- GLOBAL_STEP: 393175 | > loss_disc: 2.4186999797821045 (2.3564395820062) | > loss_disc_real_0: 0.12663304805755615 (0.11509628722986837) | > loss_disc_real_1: 0.20377980172634125 (0.196047396406414) | > loss_disc_real_2: 0.22125102579593658 (0.21067848660814478) | > loss_disc_real_3: 0.18129229545593262 (0.2292515260614748) | > loss_disc_real_4: 0.2068706750869751 (0.23111032043385693) | > loss_disc_real_5: 0.21646079421043396 (0.221029897257099) | > loss_0: 2.4186999797821045 (2.3564395820062) | > grad_norm_0: tensor(23.7103, device='cuda:0') (tensor(18.4740, device='cuda:0')) | > loss_gen: 2.4910459518432617 (2.498326068788064) | > loss_kl: 1.9433715343475342 (2.00981468196929) | > loss_feat: 7.157404899597168 (7.008965633046909) | > loss_mel: 16.539417266845703 (17.020035251857735) | > loss_duration: 2.053511142730713 (2.019443108810214) | > loss_1: 30.184751510620117 (30.556584718659167) | > grad_norm_1: tensor(413.3366, device='cuda:0') (tensor(237.0312, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.4168 (0.38432160418803285) | > loader_time: 0.006 (0.004345584103441616)  --> TIME: 2024-06-12 08:14:58 -- STEP: 279/330 -- GLOBAL_STEP: 393200 | > loss_disc: 2.460310697555542 (2.3588999437174927) | > loss_disc_real_0: 0.14239460229873657 (0.1165205962608792) | > loss_disc_real_1: 0.194302037358284 (0.1962420929183242) | > loss_disc_real_2: 0.26242849230766296 (0.21082851338771083) | > loss_disc_real_3: 0.24152912199497223 (0.22918823745942885) | > loss_disc_real_4: 0.23935577273368835 (0.2311043451443368) | > loss_disc_real_5: 0.23113389313220978 (0.22133488360271658) | > loss_0: 2.460310697555542 (2.3588999437174927) | > grad_norm_0: tensor(7.7057, device='cuda:0') (tensor(18.2469, device='cuda:0')) | > loss_gen: 2.4183812141418457 (2.4926715247519993) | > loss_kl: 2.009087324142456 (2.013902167265561) | > loss_feat: 6.857212066650391 (6.996977794127652) | > loss_mel: 16.516881942749023 (16.963287401370255) | > loss_duration: 2.129146099090576 (2.0293166727148075) | > loss_1: 29.930709838867188 (30.49615554399388) | > grad_norm_1: tensor(78.5918, device='cuda:0') (tensor(237.9058, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.4422 (0.3889075171562932) | > loader_time: 0.0063 (0.004494964435536376)  --> TIME: 2024-06-12 08:15:10 -- STEP: 304/330 -- GLOBAL_STEP: 393225 | > loss_disc: 2.35402250289917 (2.3648076473098065) | > loss_disc_real_0: 0.11378400772809982 (0.11814088023904908) | > loss_disc_real_1: 0.1980326622724533 (0.19701213899411654) | > loss_disc_real_2: 0.2012927532196045 (0.21090199656196332) | > loss_disc_real_3: 0.21933318674564362 (0.2295658781046146) | > loss_disc_real_4: 0.2016802877187729 (0.23142016247699135) | > loss_disc_real_5: 0.21321837604045868 (0.22214872140045228) | > loss_0: 2.35402250289917 (2.3648076473098065) | > grad_norm_0: tensor(9.2081, device='cuda:0') (tensor(17.5578, device='cuda:0')) | > loss_gen: 2.4191272258758545 (2.48407006185306) | > loss_kl: 2.0444397926330566 (2.018459809846001) | > loss_feat: 7.926538944244385 (6.99323445558548) | > loss_mel: 16.84441375732422 (16.917597074257706) | > loss_duration: 2.1938443183898926 (2.0405628057686913) | > loss_1: 31.428361892700195 (30.45392420417384) | > grad_norm_1: tensor(103.1230, device='cuda:0') (tensor(226.9291, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 0.4631 (0.3946998127196963) | > loader_time: 0.007 (0.00466414266511014)  --> TIME: 2024-06-12 08:15:39 -- STEP: 329/330 -- GLOBAL_STEP: 393250 | > loss_disc: 2.477013111114502 (2.3743041873340562) | > loss_disc_real_0: 0.13367557525634766 (0.12018317058908903) | > loss_disc_real_1: 0.31685516238212585 (0.19875988441216547) | > loss_disc_real_2: 0.14637938141822815 (0.21116706049550993) | > loss_disc_real_3: 0.21180517971515656 (0.2297097200861818) | > loss_disc_real_4: 0.3597900867462158 (0.23248497149864591) | > loss_disc_real_5: 0.35537686944007874 (0.2229149914983558) | > loss_0: 2.477013111114502 (2.3743041873340562) | > grad_norm_0: tensor(11.5465, device='cuda:0') (tensor(16.9328, device='cuda:0')) | > loss_gen: 2.549757719039917 (2.4781092162552616) | > loss_kl: 2.1852540969848633 (2.0275295175679924) | > loss_feat: 12.565503120422363 (7.080519303724759) | > loss_mel: 18.18476676940918 (16.90727581731454) | > loss_duration: 2.2744836807250977 (2.055519818172629) | > loss_1: 37.759765625 (30.548953667962444) | > grad_norm_1: tensor(294.5278, device='cuda:0') (tensor(220.5905, device='cuda:0')) | > current_lr_0: 0.00017818282807827715 | > current_lr_1: 0.00017818282807827715 | > step_time: 14.3262 (0.4499792110593846) | > loader_time: 0.0333 (0.005135978246532315)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5509066581726074 (2.5509066581726074) | > loss_disc_real_0: 0.1460631787776947 (0.1460631787776947) | > loss_disc_real_1: 0.2449301779270172 (0.2449301779270172) | > loss_disc_real_2: 0.27306777238845825 (0.27306777238845825) | > loss_disc_real_3: 0.24759024381637573 (0.24759024381637573) | > loss_disc_real_4: 0.22047999501228333 (0.22047999501228333) | > loss_disc_real_5: 0.2459249347448349 (0.2459249347448349) | > loss_0: 2.5509066581726074 (2.5509066581726074) | > loss_gen: 2.411184310913086 (2.411184310913086) | > loss_kl: 2.884075880050659 (2.884075880050659) | > loss_feat: 6.023229122161865 (6.023229122161865) | > loss_mel: 16.611652374267578 (16.611652374267578) | > loss_duration: 3.2953426837921143 (3.2953426837921143) | > loss_1: 31.22548484802246 (31.22548484802246)  --> STEP: 1 | > loss_disc: 2.3794236183166504 (2.3794236183166504) | > loss_disc_real_0: 0.1334362030029297 (0.1334362030029297) | > loss_disc_real_1: 0.17403718829154968 (0.17403718829154968) | > loss_disc_real_2: 0.2519509196281433 (0.2519509196281433) | > loss_disc_real_3: 0.20751744508743286 (0.20751744508743286) | > loss_disc_real_4: 0.2100742906332016 (0.2100742906332016) | > loss_disc_real_5: 0.20311453938484192 (0.20311453938484192) | > loss_0: 2.3794236183166504 (2.3794236183166504) | > loss_gen: 2.3606643676757812 (2.3606643676757812) | > loss_kl: 2.900493860244751 (2.900493860244751) | > loss_feat: 5.690284729003906 (5.690284729003906) | > loss_mel: 17.502958297729492 (17.502958297729492) | > loss_duration: 2.4990615844726562 (2.4990615844726562) | > loss_1: 30.953462600708008 (30.953462600708008)  --> STEP: 2 | > loss_disc: 2.57061767578125 (2.47502064704895) | > loss_disc_real_0: 0.14866816997528076 (0.14105218648910522) | > loss_disc_real_1: 0.1753295660018921 (0.1746833771467209) | > loss_disc_real_2: 0.19068759679794312 (0.2213192582130432) | > loss_disc_real_3: 0.3246537446975708 (0.26608559489250183) | > loss_disc_real_4: 0.32902517914772034 (0.26954973489046097) | > loss_disc_real_5: 0.3513578772544861 (0.277236208319664) | > loss_0: 2.57061767578125 (2.47502064704895) | > loss_gen: 2.5919437408447266 (2.476304054260254) | > loss_kl: 3.8554391860961914 (3.377966523170471) | > loss_feat: 6.7653045654296875 (6.227794647216797) | > loss_mel: 17.341386795043945 (17.42217254638672) | > loss_duration: 2.530844211578369 (2.5149528980255127) | > loss_1: 33.08491897583008 (32.01919078826904)  --> STEP: 3 | > loss_disc: 2.389298677444458 (2.446446657180786) | > loss_disc_real_0: 0.18484261631965637 (0.15564899643262228) | > loss_disc_real_1: 0.19714951515197754 (0.18217208981513977) | > loss_disc_real_2: 0.15540863573551178 (0.19934905072053274) | > loss_disc_real_3: 0.21033012866973877 (0.24750043948491415) | > loss_disc_real_4: 0.22673575580120087 (0.25527840852737427) | > loss_disc_real_5: 0.3046930432319641 (0.28638848662376404) | > loss_0: 2.389298677444458 (2.446446657180786) | > loss_gen: 2.4359025955200195 (2.4628369013468423) | > loss_kl: 4.0014777183532715 (3.5858035882314048) | > loss_feat: 6.806908130645752 (6.420832475026448) | > loss_mel: 17.397096633911133 (17.413813908894856) | > loss_duration: 2.378314971923828 (2.4694069226582847) | > loss_1: 33.01969909667969 (32.35269355773926)  --> STEP: 4 | > loss_disc: 2.49808669090271 (2.459356665611267) | > loss_disc_real_0: 0.19528807699680328 (0.16555876657366753) | > loss_disc_real_1: 0.12966394424438477 (0.16904505342245102) | > loss_disc_real_2: 0.21653392910957336 (0.2036452703177929) | > loss_disc_real_3: 0.20262393355369568 (0.23628131300210953) | > loss_disc_real_4: 0.2260178029537201 (0.24796325713396072) | > loss_disc_real_5: 0.24342791736125946 (0.2756483443081379) | > loss_0: 2.49808669090271 (2.459356665611267) | > loss_gen: 2.151195526123047 (2.3849265575408936) | > loss_kl: 3.2982583045959473 (3.5139172673225403) | > loss_feat: 6.588622570037842 (6.462779998779297) | > loss_mel: 17.737958908081055 (17.494850158691406) | > loss_duration: 2.427248477935791 (2.458867311477661) | > loss_1: 32.203285217285156 (32.31534147262573)  --> STEP: 5 | > loss_disc: 2.5991461277008057 (2.487314558029175) | > loss_disc_real_0: 0.13003353774547577 (0.15845372080802916) | > loss_disc_real_1: 0.22668994963169098 (0.180574032664299) | > loss_disc_real_2: 0.21592697501182556 (0.20610161125659943) | > loss_disc_real_3: 0.27730661630630493 (0.24448637366294862) | > loss_disc_real_4: 0.24678604304790497 (0.24772781431674956) | > loss_disc_real_5: 0.3160741627216339 (0.2837335079908371) | > loss_0: 2.5991461277008057 (2.487314558029175) | > loss_gen: 2.205925941467285 (2.349126434326172) | > loss_kl: 2.9476027488708496 (3.400654363632202) | > loss_feat: 5.251892566680908 (6.220602512359619) | > loss_mel: 17.66342544555664 (17.528565216064454) | > loss_duration: 2.4559340476989746 (2.458280658721924) | > loss_1: 30.524782180786133 (31.957229614257812)  --> STEP: 6 | > loss_disc: 2.4875078201293945 (2.4873467683792114) | > loss_disc_real_0: 0.19482874870300293 (0.16451622545719147) | > loss_disc_real_1: 0.19741159677505493 (0.183380293349425) | > loss_disc_real_2: 0.2689639925956726 (0.21657867481311163) | > loss_disc_real_3: 0.241737961769104 (0.24402830501397452) | > loss_disc_real_4: 0.2082005739212036 (0.2411399409174919) | > loss_disc_real_5: 0.2243599146604538 (0.2738379091024399) | > loss_0: 2.4875078201293945 (2.4873467683792114) | > loss_gen: 2.4199185371398926 (2.3609251181284585) | > loss_kl: 3.1454086303710938 (3.358113408088684) | > loss_feat: 6.878044128417969 (6.330176115036011) | > loss_mel: 17.51184844970703 (17.525779088338215) | > loss_duration: 2.2320711612701416 (2.4205790758132935) | > loss_1: 32.18729019165039 (31.995573043823242)  --> STEP: 7 | > loss_disc: 2.1422014236450195 (2.4380402905600413) | > loss_disc_real_0: 0.08129720389842987 (0.1526277938059398) | > loss_disc_real_1: 0.14508049190044403 (0.17790889314242772) | > loss_disc_real_2: 0.20321854948997498 (0.21467008548123495) | > loss_disc_real_3: 0.2812521755695343 (0.2493460008076259) | > loss_disc_real_4: 0.1619935780763626 (0.22983331765447343) | > loss_disc_real_5: 0.2147626429796219 (0.26539858537060873) | > loss_0: 2.1422014236450195 (2.4380402905600413) | > loss_gen: 2.588948965072632 (2.393499953406198) | > loss_kl: 4.139998435974121 (3.469811269215175) | > loss_feat: 7.8754401206970215 (6.550928115844727) | > loss_mel: 18.19363021850586 (17.62118639264788) | > loss_duration: 2.5003204345703125 (2.4319706984928677) | > loss_1: 35.298336029052734 (32.46739632742746)  --> STEP: 8 | > loss_disc: 2.057478904724121 (2.390470117330551) | > loss_disc_real_0: 0.08744499832391739 (0.144479944370687) | > loss_disc_real_1: 0.13191235065460205 (0.1721593253314495) | > loss_disc_real_2: 0.15262041985988617 (0.20691387727856636) | > loss_disc_real_3: 0.16026300191879272 (0.23821062594652176) | > loss_disc_real_4: 0.15126894414424896 (0.22001277096569538) | > loss_disc_real_5: 0.24142976105213165 (0.2624024823307991) | > loss_0: 2.057478904724121 (2.390470117330551) | > loss_gen: 2.4780707359313965 (2.4040713012218475) | > loss_kl: 3.3857665061950684 (3.4593056738376617) | > loss_feat: 12.86534309387207 (7.3402299880981445) | > loss_mel: 18.82272720336914 (17.771378993988037) | > loss_duration: 2.250065803527832 (2.409232586622238) | > loss_1: 39.801971435546875 (33.38421821594238)  --> STEP: 9 | > loss_disc: 2.381739377975464 (2.389500035179986) | > loss_disc_real_0: 0.19280284643173218 (0.14984915571080315) | > loss_disc_real_1: 0.15169019997119904 (0.16988497806919944) | > loss_disc_real_2: 0.21905922889709473 (0.20826336079173619) | > loss_disc_real_3: 0.1748475283384323 (0.23117028176784515) | > loss_disc_real_4: 0.1600879579782486 (0.21335445841153464) | > loss_disc_real_5: 0.18952351808547974 (0.25430481963687473) | > loss_0: 2.381739377975464 (2.389500035179986) | > loss_gen: 2.3653881549835205 (2.3997731738620334) | > loss_kl: 2.4259133338928223 (3.3444843027326794) | > loss_feat: 7.2428202629089355 (7.329406685299343) | > loss_mel: 18.574478149414062 (17.860612233479817) | > loss_duration: 2.201650619506836 (2.3861679236094155) | > loss_1: 32.81024932861328 (33.32044389512804)  --> STEP: 10 | > loss_disc: 2.469186782836914 (2.3974687099456786) | > loss_disc_real_0: 0.20693451166152954 (0.15555769130587577) | > loss_disc_real_1: 0.15161943435668945 (0.16805842369794846) | > loss_disc_real_2: 0.1943243145942688 (0.20686945617198943) | > loss_disc_real_3: 0.23704998195171356 (0.231758251786232) | > loss_disc_real_4: 0.21227912604808807 (0.21324692517518998) | > loss_disc_real_5: 0.2968934178352356 (0.2585636794567108) | > loss_0: 2.469186782836914 (2.3974687099456786) | > loss_gen: 2.2458925247192383 (2.384385108947754) | > loss_kl: 2.6371710300445557 (3.273752975463867) | > loss_feat: 5.471753120422363 (7.143641328811645) | > loss_mel: 14.525242805480957 (17.52707529067993) | > loss_duration: 2.3588733673095703 (2.383438467979431) | > loss_1: 27.23893165588379 (32.71229267120361)  --> STEP: 11 | > loss_disc: 2.5459401607513428 (2.4109661145643755) | > loss_disc_real_0: 0.16893872618675232 (0.1567741490223191) | > loss_disc_real_1: 0.19621479511260986 (0.17061809382655405) | > loss_disc_real_2: 0.22945182025432587 (0.20892239836129275) | > loss_disc_real_3: 0.20984378457069397 (0.22976602749391037) | > loss_disc_real_4: 0.1786968857049942 (0.21010601249608127) | > loss_disc_real_5: 0.21363912522792816 (0.254479629072276) | > loss_0: 2.5459401607513428 (2.4109661145643755) | > loss_gen: 2.3021202087402344 (2.376906481656161) | > loss_kl: 3.970916509628296 (3.337131478569724) | > loss_feat: 7.787187576293945 (7.202145533128218) | > loss_mel: 17.596643447875977 (17.533399668606844) | > loss_duration: 2.5383217334747314 (2.39751876484264) | > loss_1: 34.1951904296875 (32.847101558338515)  --> STEP: 12 | > loss_disc: 2.2706899642944336 (2.3992764353752136) | > loss_disc_real_0: 0.08292485773563385 (0.15062004141509533) | > loss_disc_real_1: 0.10893397778272629 (0.16547775082290173) | > loss_disc_real_2: 0.24406243860721588 (0.211850735048453) | > loss_disc_real_3: 0.2099808156490326 (0.22811725984017053) | > loss_disc_real_4: 0.19671998918056488 (0.20899051055312157) | > loss_disc_real_5: 0.2965901494026184 (0.2579888390998045) | > loss_0: 2.2706899642944336 (2.3992764353752136) | > loss_gen: 2.4118003845214844 (2.379814306894938) | > loss_kl: 2.710458278656006 (3.284908711910248) | > loss_feat: 6.357255935668945 (7.131738066673279) | > loss_mel: 17.954904556274414 (17.568525075912476) | > loss_duration: 2.282301664352417 (2.3879173398017883) | > loss_1: 31.716720581054688 (32.752903143564865)  --> STEP: 13 | > loss_disc: 2.5746545791625977 (2.412767061820397) | > loss_disc_real_0: 0.23100221157073975 (0.15680328527322182) | > loss_disc_real_1: 0.19452810287475586 (0.16771239328842896) | > loss_disc_real_2: 0.21079397201538086 (0.21176944558437055) | > loss_disc_real_3: 0.2871945798397064 (0.23266166907090408) | > loss_disc_real_4: 0.25064903497695923 (0.2121950124318783) | > loss_disc_real_5: 0.3394409716129303 (0.26425438775466037) | > loss_0: 2.5746545791625977 (2.412767061820397) | > loss_gen: 2.797604560852051 (2.411952018737793) | > loss_kl: 3.096376895904541 (3.2704062645251932) | > loss_feat: 8.6768798828125 (7.2505951294532185) | > loss_mel: 16.734241485595703 (17.504349415118877) | > loss_duration: 2.260596513748169 (2.378123430105356) | > loss_1: 33.56570053100586 (32.815426019521865)  --> STEP: 14 | > loss_disc: 2.532480239868164 (2.421318003109523) | > loss_disc_real_0: 0.1279572695493698 (0.15474285557866096) | > loss_disc_real_1: 0.1603994220495224 (0.16719003819993564) | > loss_disc_real_2: 0.2185279279947281 (0.21225219432796752) | > loss_disc_real_3: 0.2744073271751404 (0.23564350179263524) | > loss_disc_real_4: 0.21942691504955292 (0.21271157690456935) | > loss_disc_real_5: 0.2872842252254486 (0.26589937614543097) | > loss_0: 2.532480239868164 (2.421318003109523) | > loss_gen: 2.2497446537017822 (2.400365778378078) | > loss_kl: 4.204621315002441 (3.337135910987854) | > loss_feat: 5.454221725463867 (7.1222827434539795) | > loss_mel: 17.95962142944336 (17.536868844713485) | > loss_duration: 2.3884096145629883 (2.3788581575666154) | > loss_1: 32.25661849975586 (32.775511196681435)  --> STEP: 15 | > loss_disc: 2.4687228202819824 (2.4244783242543537) | > loss_disc_real_0: 0.2668493092060089 (0.1622166191538175) | > loss_disc_real_1: 0.1793525218963623 (0.16800087044636408) | > loss_disc_real_2: 0.18961557745933533 (0.21074308653672535) | > loss_disc_real_3: 0.23473778367042542 (0.2355831205844879) | > loss_disc_real_4: 0.20720912516117096 (0.21234474678834278) | > loss_disc_real_5: 0.23356683552265167 (0.2637438734372457) | > loss_0: 2.4687228202819824 (2.4244783242543537) | > loss_gen: 2.3162431716918945 (2.394757604598999) | > loss_kl: 3.647867202758789 (3.35785133043925) | > loss_feat: 6.252021312713623 (7.0642653147379555) | > loss_mel: 17.061216354370117 (17.50515867869059) | > loss_duration: 2.417966842651367 (2.3814654032389324) | > loss_1: 31.695314407348633 (32.70349807739258)  --> STEP: 16 | > loss_disc: 2.506812572479248 (2.4296242147684097) | > loss_disc_real_0: 0.30791914463043213 (0.1713230269961059) | > loss_disc_real_1: 0.12957097589969635 (0.16559900203719735) | > loss_disc_real_2: 0.20705336332321167 (0.21051247883588076) | > loss_disc_real_3: 0.24357806146144867 (0.23608280438929796) | > loss_disc_real_4: 0.27605894207954407 (0.21632688399404287) | > loss_disc_real_5: 0.3398885726928711 (0.2685029171407223) | > loss_0: 2.506812572479248 (2.4296242147684097) | > loss_gen: 2.513314723968506 (2.402167424559593) | > loss_kl: 2.8960113525390625 (3.328986331820488) | > loss_feat: 6.405033111572266 (7.0230633020401) | > loss_mel: 16.964048385620117 (17.471339285373688) | > loss_duration: 2.468639373779297 (2.386913776397705) | > loss_1: 31.247047424316406 (32.61246991157532)  --> STEP: 17 | > loss_disc: 2.395580291748047 (2.4276216310613297) | > loss_disc_real_0: 0.15883062779903412 (0.17058817998451345) | > loss_disc_real_1: 0.1463506519794464 (0.1644667461514473) | > loss_disc_real_2: 0.26389986276626587 (0.21365291318472693) | > loss_disc_real_3: 0.24571967124938965 (0.23664967891047983) | > loss_disc_real_4: 0.22027947008609772 (0.2165593890582814) | > loss_disc_real_5: 0.2963358759880066 (0.2701401500140919) | > loss_0: 2.395580291748047 (2.4276216310613297) | > loss_gen: 2.5664992332458496 (2.4118340015411377) | > loss_kl: 2.2371509075164795 (3.2647607186261345) | > loss_feat: 7.23106575012207 (7.035298740162569) | > loss_mel: 17.20195198059082 (17.455492973327637) | > loss_duration: 2.4839072227478027 (2.3926192732418285) | > loss_1: 31.720577239990234 (32.5600056367762)  --> STEP: 18 | > loss_disc: 2.3436622619628906 (2.4229572216669717) | > loss_disc_real_0: 0.19954797625541687 (0.1721970575551192) | > loss_disc_real_1: 0.22994808852672577 (0.16810459850562942) | > loss_disc_real_2: 0.09723687171936035 (0.20718535532553992) | > loss_disc_real_3: 0.18353508412837982 (0.23369886808925205) | > loss_disc_real_4: 0.2058456391096115 (0.21596418072779974) | > loss_disc_real_5: 0.22624358534812927 (0.267701451977094) | > loss_0: 2.3436622619628906 (2.4229572216669717) | > loss_gen: 2.377591133117676 (2.4099316199620566) | > loss_kl: 2.850728988647461 (3.2417589558495417) | > loss_feat: 8.264784812927246 (7.103603521982829) | > loss_mel: 17.460697174072266 (17.45578209559123) | > loss_duration: 2.2955212593078613 (2.387224939134386) | > loss_1: 33.24932098388672 (32.59830093383789)  --> STEP: 19 | > loss_disc: 2.7465763092041016 (2.4399898052215576) | > loss_disc_real_0: 0.2224137783050537 (0.17484004285774732) | > loss_disc_real_1: 0.19266587495803833 (0.16939729726628253) | > loss_disc_real_2: 0.23464550077915192 (0.20863062613888791) | > loss_disc_real_3: 0.24950064718723297 (0.2345305406733563) | > loss_disc_real_4: 0.2622332274913788 (0.21839939371535652) | > loss_disc_real_5: 0.33262529969215393 (0.2711184965936761) | > loss_0: 2.7465763092041016 (2.4399898052215576) | > loss_gen: 2.154179811477661 (2.3964709984628776) | > loss_kl: 2.201093912124634 (3.1869871114429675) | > loss_feat: 4.0404229164123535 (6.942383490110698) | > loss_mel: 14.879110336303711 (17.32016779247083) | > loss_duration: 2.355557441711426 (2.3855582287437036) | > loss_1: 25.630367279052734 (32.23156758358604)  --> STEP: 20 | > loss_disc: 2.3696248531341553 (2.4364715576171876) | > loss_disc_real_0: 0.09897391498088837 (0.1710467364639044) | > loss_disc_real_1: 0.10159972310066223 (0.16600741855800152) | > loss_disc_real_2: 0.21635845303535461 (0.20901701748371124) | > loss_disc_real_3: 0.2312348335981369 (0.23436575531959533) | > loss_disc_real_4: 0.18819093704223633 (0.2168889708817005) | > loss_disc_real_5: 0.2531176805496216 (0.2702184557914734) | > loss_0: 2.3696248531341553 (2.4364715576171876) | > loss_gen: 2.175732135772705 (2.385434055328369) | > loss_kl: 2.2132985591888428 (3.1383026838302612) | > loss_feat: 6.121971130371094 (6.901362872123718) | > loss_mel: 18.06244468688965 (17.357281637191768) | > loss_duration: 2.3202457427978516 (2.382292604446411) | > loss_1: 30.893692016601562 (32.164673805236816)  --> STEP: 21 | > loss_disc: 2.283123016357422 (2.429169246128627) | > loss_disc_real_0: 0.16672003269195557 (0.17084070295095444) | > loss_disc_real_1: 0.12295074760913849 (0.16395710089376994) | > loss_disc_real_2: 0.26683348417282104 (0.21177018256414504) | > loss_disc_real_3: 0.2615765631198883 (0.23566150807199024) | > loss_disc_real_4: 0.17715001106262207 (0.2149966394617444) | > loss_disc_real_5: 0.22135883569717407 (0.2678918072155544) | > loss_0: 2.283123016357422 (2.429169246128627) | > loss_gen: 2.500495433807373 (2.390913168589274) | > loss_kl: 2.6333940029144287 (3.1142594133104597) | > loss_feat: 7.453861236572266 (6.927672318049839) | > loss_mel: 17.283985137939453 (17.35379132770356) | > loss_duration: 2.2678351402282715 (2.376842249007452) | > loss_1: 32.13957214355469 (32.16347848801386)  --> STEP: 22 | > loss_disc: 2.5567164421081543 (2.4349668459458784) | > loss_disc_real_0: 0.15430545806884766 (0.1700891009108587) | > loss_disc_real_1: 0.20765164494514465 (0.1659432165324688) | > loss_disc_real_2: 0.17314313352108002 (0.2100144076076421) | > loss_disc_real_3: 0.2322475016117096 (0.2355063259601593) | > loss_disc_real_4: 0.20436017215251923 (0.21451316367496143) | > loss_disc_real_5: 0.26916688680648804 (0.2679497653787786) | > loss_0: 2.5567164421081543 (2.4349668459458784) | > loss_gen: 2.230268955230713 (2.3836111588911577) | > loss_kl: 2.1487226486206055 (3.07037137855183) | > loss_feat: 6.748652935028076 (6.919535073367032) | > loss_mel: 16.357728958129883 (17.308515765450213) | > loss_duration: 2.21333646774292 (2.3694101680408823) | > loss_1: 29.69870948791504 (32.05144353346391)  --> STEP: 23 | > loss_disc: 2.4999217987060547 (2.437790974326756) | > loss_disc_real_0: 0.14999906718730927 (0.16921562118374786) | > loss_disc_real_1: 0.17508693039417267 (0.1663407693090646) | > loss_disc_real_2: 0.21286225318908691 (0.21013822698074838) | > loss_disc_real_3: 0.24909751117229462 (0.2360972470563391) | > loss_disc_real_4: 0.23608379065990448 (0.21545101702213287) | > loss_disc_real_5: 0.26898184418678284 (0.26799463837043097) | > loss_0: 2.4999217987060547 (2.437790974326756) | > loss_gen: 2.255708694458008 (2.378050182176673) | > loss_kl: 2.910769462585449 (3.063432164814161) | > loss_feat: 6.177821636199951 (6.88728666305542) | > loss_mel: 17.10108757019043 (17.299497148265004) | > loss_duration: 2.2784314155578613 (2.365454570106838) | > loss_1: 30.723817825317383 (31.993720676587976)  --> STEP: 24 | > loss_disc: 2.776958703994751 (2.451922963062922) | > loss_disc_real_0: 0.23115137219429016 (0.1717962774758538) | > loss_disc_real_1: 0.20064663887023926 (0.16777018054078022) | > loss_disc_real_2: 0.28058719635009766 (0.21307360070447126) | > loss_disc_real_3: 0.25092417001724243 (0.2367150355130434) | > loss_disc_real_4: 0.2675604522228241 (0.21762224348882833) | > loss_disc_real_5: 0.3159061372280121 (0.2699909508228302) | > loss_0: 2.776958703994751 (2.451922963062922) | > loss_gen: 2.1565968990325928 (2.3688229620456696) | > loss_kl: 2.1210227012634277 (3.0241651038328805) | > loss_feat: 4.452104568481445 (6.785820742448171) | > loss_mel: 17.205801010131836 (17.295593142509457) | > loss_duration: 2.415764808654785 (2.3675508300463357) | > loss_1: 28.35129165649414 (31.841952800750732)  --> STEP: 25 | > loss_disc: 2.630610942840576 (2.4590704822540284) | > loss_disc_real_0: 0.17595528066158295 (0.17196263760328295) | > loss_disc_real_1: 0.1465976983308792 (0.16692328125238418) | > loss_disc_real_2: 0.22540917992591858 (0.21356702387332915) | > loss_disc_real_3: 0.2387462854385376 (0.23679628551006318) | > loss_disc_real_4: 0.19831986725330353 (0.21685014843940734) | > loss_disc_real_5: 0.3100909888744354 (0.2715949523448944) | > loss_0: 2.630610942840576 (2.4590704822540284) | > loss_gen: 2.0086045265197754 (2.354414224624634) | > loss_kl: 2.5958731174468994 (3.0070334243774415) | > loss_feat: 6.362018585205078 (6.768868656158447) | > loss_mel: 15.476178169250488 (17.222816543579096) | > loss_duration: 2.424149513244629 (2.3698147773742675) | > loss_1: 28.866825103759766 (31.722947692871095)  --> STEP: 26 | > loss_disc: 2.194835662841797 (2.448907604584327) | > loss_disc_real_0: 0.16379128396511078 (0.17164835477104556) | > loss_disc_real_1: 0.09937365353107452 (0.16432521864771843) | > loss_disc_real_2: 0.12990665435791016 (0.21034931735350534) | > loss_disc_real_3: 0.13027963042259216 (0.23269949108362198) | > loss_disc_real_4: 0.23457364737987518 (0.2175318214755792) | > loss_disc_real_5: 0.3516972064971924 (0.2746758082738289) | > loss_0: 2.194835662841797 (2.448907604584327) | > loss_gen: 2.3975558280944824 (2.3560735170657816) | > loss_kl: 2.4157872200012207 (2.9842931857475867) | > loss_feat: 13.542643547058105 (7.029398459654588) | > loss_mel: 18.57569694519043 (17.27485040517953) | > loss_duration: 2.3368215560913086 (2.368545807324923) | > loss_1: 39.26850509643555 (32.01316143916203) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024631390204796423 (+6.031990051269531e-05) | > avg_loss_disc: 2.448907604584327 (-0.014047851929297916) | > avg_loss_disc_real_0: 0.17164835477104556 (+0.035083547234535245) | > avg_loss_disc_real_1: 0.16432521864771843 (-0.07507058175710532) | > avg_loss_disc_real_2: 0.21034931735350534 (-0.05750766310554287) | > avg_loss_disc_real_3: 0.23269949108362198 (-0.023627944290637914) | > avg_loss_disc_real_4: 0.2175318214755792 (-0.010875612783890487) | > avg_loss_disc_real_5: 0.2746758082738289 (+0.04261128747692472) | > avg_loss_0: 2.448907604584327 (-0.014047851929297916) | > avg_loss_gen: 2.3560735170657816 (-0.07300563958974982) | > avg_loss_kl: 2.9842931857475867 (-0.16393875158750104) | > avg_loss_feat: 7.029398459654588 (+0.0709582108717699) | > avg_loss_mel: 17.27485040517953 (-0.09217801460853536) | > avg_loss_duration: 2.368545807324923 (-0.0016576510209302953) | > avg_loss_1: 32.01316143916203 (-0.2598219651442335)  > EPOCH: 925/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:15:44)   --> TIME: 2024-06-12 08:15:55 -- STEP: 24/330 -- GLOBAL_STEP: 393275 | > loss_disc: 2.363379716873169 (2.2962200343608856) | > loss_disc_real_0: 0.13251209259033203 (0.09850761542717616) | > loss_disc_real_1: 0.22521530091762543 (0.1928641932706038) | > loss_disc_real_2: 0.2520909011363983 (0.20447935163974762) | > loss_disc_real_3: 0.25046005845069885 (0.22360672305027643) | > loss_disc_real_4: 0.24512718617916107 (0.22683011802534261) | > loss_disc_real_5: 0.21355649828910828 (0.21852473045388857) | > loss_0: 2.363379716873169 (2.2962200343608856) | > grad_norm_0: tensor(8.4982, device='cuda:0') (tensor(7.2529, device='cuda:0')) | > loss_gen: 2.513012647628784 (2.5333590209484096) | > loss_kl: 1.9220669269561768 (1.8853282034397125) | > loss_feat: 7.512964248657227 (7.073163827260335) | > loss_mel: 17.1806697845459 (17.449694712956745) | > loss_duration: 1.9033578634262085 (2.015665034453074) | > loss_1: 31.03207015991211 (30.957210302352905) | > grad_norm_1: tensor(58.5013, device='cuda:0') (tensor(84.8099, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3646 (0.3597773214181264) | > loader_time: 0.004 (0.0031358798344930014)  --> TIME: 2024-06-12 08:16:04 -- STEP: 49/330 -- GLOBAL_STEP: 393300 | > loss_disc: 2.3269433975219727 (2.3220824660087125) | > loss_disc_real_0: 0.13862565159797668 (0.10332590858547056) | > loss_disc_real_1: 0.20355281233787537 (0.19378337659397904) | > loss_disc_real_2: 0.2013644129037857 (0.20460272838874743) | > loss_disc_real_3: 0.21009834110736847 (0.22547165137164446) | > loss_disc_real_4: 0.20740440487861633 (0.23173969010917508) | > loss_disc_real_5: 0.19768516719341278 (0.2234528882771122) | > loss_0: 2.3269433975219727 (2.3220824660087125) | > grad_norm_0: tensor(8.6507, device='cuda:0') (tensor(8.0354, device='cuda:0')) | > loss_gen: 2.4754302501678467 (2.5211669182290835) | > loss_kl: 1.7504091262817383 (1.9304865598678589) | > loss_feat: 7.455755233764648 (7.057685170854841) | > loss_mel: 17.066722869873047 (17.39610282742248) | > loss_duration: 1.9229251146316528 (1.9854218448911398) | > loss_1: 30.67124366760254 (30.89086306824976) | > grad_norm_1: tensor(165.6449, device='cuda:0') (tensor(90.1826, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3713 (0.36147001324867717) | > loader_time: 0.0036 (0.0033328971084283323)  --> TIME: 2024-06-12 08:16:13 -- STEP: 74/330 -- GLOBAL_STEP: 393325 | > loss_disc: 2.458209753036499 (2.3427735019374536) | > loss_disc_real_0: 0.09991532564163208 (0.10658114604853294) | > loss_disc_real_1: 0.20588389039039612 (0.1950347526250659) | > loss_disc_real_2: 0.273466020822525 (0.2074554455844132) | > loss_disc_real_3: 0.22495894134044647 (0.22757771450120048) | > loss_disc_real_4: 0.23185691237449646 (0.23202532549967636) | > loss_disc_real_5: 0.21832451224327087 (0.2227602025141587) | > loss_0: 2.458209753036499 (2.3427735019374536) | > grad_norm_0: tensor(15.7511, device='cuda:0') (tensor(9.8960, device='cuda:0')) | > loss_gen: 2.5546393394470215 (2.504122173463976) | > loss_kl: 2.112724542617798 (1.9437720002354801) | > loss_feat: 7.311828136444092 (6.994205603728423) | > loss_mel: 17.046518325805664 (17.333413768459017) | > loss_duration: 1.8997163772583008 (1.9749054699330717) | > loss_1: 30.925426483154297 (30.750418894999736) | > grad_norm_1: tensor(134.2825, device='cuda:0') (tensor(121.3493, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3616 (0.36167565229776744) | > loader_time: 0.0038 (0.00345319026225322)  --> TIME: 2024-06-12 08:16:23 -- STEP: 99/330 -- GLOBAL_STEP: 393350 | > loss_disc: 2.4200856685638428 (2.3482733447142325) | > loss_disc_real_0: 0.09436319023370743 (0.10837217028995957) | > loss_disc_real_1: 0.2305704802274704 (0.1956111326663181) | > loss_disc_real_2: 0.19492705166339874 (0.2100736095447733) | > loss_disc_real_3: 0.20202843844890594 (0.22800656927354407) | > loss_disc_real_4: 0.25681066513061523 (0.23208626608053842) | > loss_disc_real_5: 0.2369980812072754 (0.22268989652094215) | > loss_0: 2.4200856685638428 (2.3482733447142325) | > grad_norm_0: tensor(5.9123, device='cuda:0') (tensor(10.6310, device='cuda:0')) | > loss_gen: 2.391079902648926 (2.4987415424501047) | > loss_kl: 2.02278995513916 (1.9519271393014928) | > loss_feat: 6.878504753112793 (6.988849572461061) | > loss_mel: 17.765586853027344 (17.2763488461273) | > loss_duration: 1.9940794706344604 (1.977468248569604) | > loss_1: 31.052040100097656 (30.693335253782948) | > grad_norm_1: tensor(90.9075, device='cuda:0') (tensor(126.9983, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3781 (0.36597285607848506) | > loader_time: 0.004 (0.0036393969950049817)  --> TIME: 2024-06-12 08:16:33 -- STEP: 124/330 -- GLOBAL_STEP: 393375 | > loss_disc: 2.3838443756103516 (2.353372796889275) | > loss_disc_real_0: 0.11807222664356232 (0.11027257438869245) | > loss_disc_real_1: 0.23795080184936523 (0.1949448579501721) | > loss_disc_real_2: 0.20476841926574707 (0.21071680791435704) | > loss_disc_real_3: 0.21290142834186554 (0.22839676120108174) | > loss_disc_real_4: 0.22052472829818726 (0.2321128472685814) | > loss_disc_real_5: 0.22005373239517212 (0.22295283381977388) | > loss_0: 2.3838443756103516 (2.353372796889275) | > grad_norm_0: tensor(10.1440, device='cuda:0') (tensor(10.7290, device='cuda:0')) | > loss_gen: 2.576460599899292 (2.4945671250743247) | > loss_kl: 2.048750638961792 (1.9643575924058114) | > loss_feat: 7.4812235832214355 (6.980715805484403) | > loss_mel: 17.57703399658203 (17.275148237905206) | > loss_duration: 1.9882824420928955 (1.9817467620295863) | > loss_1: 31.671751022338867 (30.696535495019727) | > grad_norm_1: tensor(48.6970, device='cuda:0') (tensor(122.7497, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.382 (0.3691071887170115) | > loader_time: 0.0043 (0.003771337770646618)  --> TIME: 2024-06-12 08:16:42 -- STEP: 149/330 -- GLOBAL_STEP: 393400 | > loss_disc: 2.3450567722320557 (2.3608936207406477) | > loss_disc_real_0: 0.09218724071979523 (0.11169178953906833) | > loss_disc_real_1: 0.16436779499053955 (0.1949104650708653) | > loss_disc_real_2: 0.18987663090229034 (0.21168455101499623) | > loss_disc_real_3: 0.2082655429840088 (0.2288676732338515) | > loss_disc_real_4: 0.22877812385559082 (0.23223712800333163) | > loss_disc_real_5: 0.2092415690422058 (0.2227422302001275) | > loss_0: 2.3450567722320557 (2.3608936207406477) | > grad_norm_0: tensor(5.7902, device='cuda:0') (tensor(10.6077, device='cuda:0')) | > loss_gen: 2.478773593902588 (2.4859249511821155) | > loss_kl: 2.0206127166748047 (1.9744584368379323) | > loss_feat: 7.170480728149414 (6.981730006685193) | > loss_mel: 17.680261611938477 (17.275623462344182) | > loss_duration: 2.0126795768737793 (1.9862467650599127) | > loss_1: 31.362808227539062 (30.703983550103718) | > grad_norm_1: tensor(51.9984, device='cuda:0') (tensor(119.1654, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.38 (0.37174272377218975) | > loader_time: 0.0042 (0.0039022208860256527)  --> TIME: 2024-06-12 08:16:52 -- STEP: 174/330 -- GLOBAL_STEP: 393425 | > loss_disc: 2.4361555576324463 (2.367386289026545) | > loss_disc_real_0: 0.10195272415876389 (0.11319721597193301) | > loss_disc_real_1: 0.17646190524101257 (0.19543546926358651) | > loss_disc_real_2: 0.22074319422245026 (0.21213222920209512) | > loss_disc_real_3: 0.21577326953411102 (0.22968531545551343) | > loss_disc_real_4: 0.2411048263311386 (0.23312819714861355) | > loss_disc_real_5: 0.21946708858013153 (0.22322570181441037) | > loss_0: 2.4361555576324463 (2.367386289026545) | > grad_norm_0: tensor(15.7879, device='cuda:0') (tensor(10.9057, device='cuda:0')) | > loss_gen: 2.3301801681518555 (2.4764030527794487) | > loss_kl: 2.048966646194458 (1.9839289942006955) | > loss_feat: 6.533705711364746 (6.948176244209552) | > loss_mel: 16.345090866088867 (17.244674879929118) | > loss_duration: 2.1073310375213623 (1.992419846441554) | > loss_1: 29.365272521972656 (30.645602949734393) | > grad_norm_1: tensor(163.1528, device='cuda:0') (tensor(129.0171, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3831 (0.3731959523825808) | > loader_time: 0.0049 (0.003983468844972808)  --> TIME: 2024-06-12 08:17:02 -- STEP: 199/330 -- GLOBAL_STEP: 393450 | > loss_disc: 2.471207618713379 (2.369371522012069) | > loss_disc_real_0: 0.15174207091331482 (0.1145924880876014) | > loss_disc_real_1: 0.2324923574924469 (0.19592171061278588) | > loss_disc_real_2: 0.25131160020828247 (0.2118005629759937) | > loss_disc_real_3: 0.24823376536369324 (0.22940619297363052) | > loss_disc_real_4: 0.23408354818820953 (0.2329013941425774) | > loss_disc_real_5: 0.25875410437583923 (0.22301965996847684) | > loss_0: 2.471207618713379 (2.369371522012069) | > grad_norm_0: tensor(20.8189, device='cuda:0') (tensor(12.1745, device='cuda:0')) | > loss_gen: 2.410829544067383 (2.4724972703349035) | > loss_kl: 1.9524258375167847 (1.9907198239810502) | > loss_feat: 5.637088775634766 (6.934515528942472) | > loss_mel: 16.632932662963867 (17.189444920525485) | > loss_duration: 2.125591516494751 (2.001423012671159) | > loss_1: 28.758867263793945 (30.588600455816067) | > grad_norm_1: tensor(271.3476, device='cuda:0') (tensor(149.2885, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3954 (0.3753963858637976) | > loader_time: 0.0057 (0.004086543567216576)  --> TIME: 2024-06-12 08:17:12 -- STEP: 224/330 -- GLOBAL_STEP: 393475 | > loss_disc: 2.293848991394043 (2.3668267886553496) | > loss_disc_real_0: 0.09657547622919083 (0.11399855644309095) | > loss_disc_real_1: 0.19321489334106445 (0.19627850183418818) | > loss_disc_real_2: 0.2028026282787323 (0.21201838346730387) | > loss_disc_real_3: 0.23023371398448944 (0.22954702517017722) | > loss_disc_real_4: 0.22275438904762268 (0.23312214628926345) | > loss_disc_real_5: 0.19709408283233643 (0.22168144084779282) | > loss_0: 2.293848991394043 (2.3668267886553496) | > grad_norm_0: tensor(11.2075, device='cuda:0') (tensor(13.3778, device='cuda:0')) | > loss_gen: 2.6913301944732666 (2.481810258967534) | > loss_kl: 2.0144596099853516 (2.0004209115036895) | > loss_feat: 7.088936805725098 (6.950253997530256) | > loss_mel: 17.15542221069336 (17.13493533219611) | > loss_duration: 2.122309923171997 (2.0095313553299223) | > loss_1: 31.072460174560547 (30.576951767717087) | > grad_norm_1: tensor(592.9829, device='cuda:0') (tensor(172.5887, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.3916 (0.3780364000371523) | > loader_time: 0.0049 (0.004197576216288976)  --> TIME: 2024-06-12 08:17:23 -- STEP: 249/330 -- GLOBAL_STEP: 393500 | > loss_disc: 2.442662239074707 (2.3679387770503406) | > loss_disc_real_0: 0.07381848990917206 (0.11520171180427313) | > loss_disc_real_1: 0.2003173530101776 (0.19634640749439178) | > loss_disc_real_2: 0.21436740458011627 (0.21176181506200967) | > loss_disc_real_3: 0.21586807072162628 (0.22977604971353308) | > loss_disc_real_4: 0.2227490097284317 (0.23362433659024986) | > loss_disc_real_5: 0.21007481217384338 (0.2216358883194177) | > loss_0: 2.442662239074707 (2.3679387770503406) | > grad_norm_0: tensor(39.5622, device='cuda:0') (tensor(15.4871, device='cuda:0')) | > loss_gen: 2.4697325229644775 (2.4896468618308667) | > loss_kl: 2.017324209213257 (2.004888229580769) | > loss_feat: 6.500355243682861 (6.9585350143861575) | > loss_mel: 17.17029571533203 (17.11468391724859) | > loss_duration: 2.089277744293213 (2.0183638463537377) | > loss_1: 30.246984481811523 (30.58611778657599) | > grad_norm_1: tensor(570.0649, device='cuda:0') (tensor(198.5470, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.419 (0.3819300314508766) | > loader_time: 0.0057 (0.004335226304081072) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_393500.pth  --> TIME: 2024-06-12 08:17:39 -- STEP: 274/330 -- GLOBAL_STEP: 393525 | > loss_disc: 2.478339195251465 (2.373177357833751) | > loss_disc_real_0: 0.21566858887672424 (0.11782487228947834) | > loss_disc_real_1: 0.18344303965568542 (0.19674761827192166) | > loss_disc_real_2: 0.24041005969047546 (0.21181668564133402) | > loss_disc_real_3: 0.25085774064064026 (0.2301314555815537) | > loss_disc_real_4: 0.2578863501548767 (0.23343565157295143) | > loss_disc_real_5: 0.2642173767089844 (0.22175216092898026) | > loss_0: 2.478339195251465 (2.373177357833751) | > grad_norm_0: tensor(47.1614, device='cuda:0') (tensor(17.1612, device='cuda:0')) | > loss_gen: 2.4751319885253906 (2.4839581451276778) | > loss_kl: 2.1831302642822266 (2.010435317554614) | > loss_feat: 6.06920862197876 (6.945680205839394) | > loss_mel: 14.794285774230957 (17.044846231920012) | > loss_duration: 2.1196556091308594 (2.0274841672312602) | > loss_1: 27.64141082763672 (30.51240398936028) | > grad_norm_1: tensor(607.6982, device='cuda:0') (tensor(218.0882, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.444 (0.3880630218199569) | > loader_time: 0.0061 (0.00449851394569787)  --> TIME: 2024-06-12 08:17:51 -- STEP: 299/330 -- GLOBAL_STEP: 393550 | > loss_disc: 2.4477317333221436 (2.37562386726456) | > loss_disc_real_0: 0.09331684559583664 (0.11879138730740467) | > loss_disc_real_1: 0.18712055683135986 (0.1968741223066547) | > loss_disc_real_2: 0.2340695708990097 (0.21181981798797148) | > loss_disc_real_3: 0.21416692435741425 (0.23040184757382584) | > loss_disc_real_4: 0.2312893569469452 (0.23339777257928881) | > loss_disc_real_5: 0.23235216736793518 (0.22193236270277794) | > loss_0: 2.4477317333221436 (2.37562386726456) | > grad_norm_0: tensor(15.1858, device='cuda:0') (tensor(17.8321, device='cuda:0')) | > loss_gen: 2.2575032711029053 (2.4769937394056014) | > loss_kl: 2.1090469360351562 (2.0156953693632307) | > loss_feat: 6.741217136383057 (6.937405278451466) | > loss_mel: 16.603992462158203 (16.977350458253596) | > loss_duration: 2.202249526977539 (2.03847610591646) | > loss_1: 29.91400909423828 (30.445920886802035) | > grad_norm_1: tensor(127.4878, device='cuda:0') (tensor(234.4687, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.4687 (0.39439690551630224) | > loader_time: 0.0066 (0.004668872093277233)  --> TIME: 2024-06-12 08:18:05 -- STEP: 324/330 -- GLOBAL_STEP: 393575 | > loss_disc: 2.4389309883117676 (2.379262975704524) | > loss_disc_real_0: 0.13308608531951904 (0.11988217926319734) | > loss_disc_real_1: 0.2130531668663025 (0.19730864419245428) | > loss_disc_real_2: 0.22004647552967072 (0.21209756579296088) | > loss_disc_real_3: 0.254275918006897 (0.23051289142465894) | > loss_disc_real_4: 0.24618320167064667 (0.23359550291925302) | > loss_disc_real_5: 0.2604489028453827 (0.22227394590039312) | > loss_0: 2.4389309883117676 (2.379262975704524) | > grad_norm_0: tensor(13.0588, device='cuda:0') (tensor(18.2928, device='cuda:0')) | > loss_gen: 2.443004608154297 (2.474120644139654) | > loss_kl: 2.2709574699401855 (2.022051226577641) | > loss_feat: 9.052278518676758 (6.981929004928212) | > loss_mel: 16.74999237060547 (16.93270828694474) | > loss_duration: 2.263197660446167 (2.053390009167753) | > loss_1: 32.7794303894043 (30.464199119144016) | > grad_norm_1: tensor(179.3528, device='cuda:0') (tensor(244.1449, device='cuda:0')) | > current_lr_0: 0.00017816055522476736 | > current_lr_1: 0.00017816055522476736 | > step_time: 0.5907 (0.40559356889607) | > loader_time: 0.0098 (0.004920639373638014)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.558786630630493 (2.558786630630493) | > loss_disc_real_0: 0.06980342417955399 (0.06980342417955399) | > loss_disc_real_1: 0.22773773968219757 (0.22773773968219757) | > loss_disc_real_2: 0.31383875012397766 (0.31383875012397766) | > loss_disc_real_3: 0.2063179612159729 (0.2063179612159729) | > loss_disc_real_4: 0.26221764087677 (0.26221764087677) | > loss_disc_real_5: 0.2894175052642822 (0.2894175052642822) | > loss_0: 2.558786630630493 (2.558786630630493) | > loss_gen: 2.3114027976989746 (2.3114027976989746) | > loss_kl: 3.157050371170044 (3.157050371170044) | > loss_feat: 5.469174861907959 (5.469174861907959) | > loss_mel: 14.887826919555664 (14.887826919555664) | > loss_duration: 3.0371170043945312 (3.0371170043945312) | > loss_1: 28.862573623657227 (28.862573623657227)  --> STEP: 1 | > loss_disc: 2.5912904739379883 (2.5912904739379883) | > loss_disc_real_0: 0.09719119220972061 (0.09719119220972061) | > loss_disc_real_1: 0.21648617088794708 (0.21648617088794708) | > loss_disc_real_2: 0.2603786885738373 (0.2603786885738373) | > loss_disc_real_3: 0.26929348707199097 (0.26929348707199097) | > loss_disc_real_4: 0.2941077649593353 (0.2941077649593353) | > loss_disc_real_5: 0.3699108362197876 (0.3699108362197876) | > loss_0: 2.5912904739379883 (2.5912904739379883) | > loss_gen: 2.3597497940063477 (2.3597497940063477) | > loss_kl: 3.1970903873443604 (3.1970903873443604) | > loss_feat: 6.088745594024658 (6.088745594024658) | > loss_mel: 17.539783477783203 (17.539783477783203) | > loss_duration: 2.610772132873535 (2.610772132873535) | > loss_1: 31.796138763427734 (31.796138763427734)  --> STEP: 2 | > loss_disc: 2.217432737350464 (2.404361605644226) | > loss_disc_real_0: 0.08949388563632965 (0.09334253892302513) | > loss_disc_real_1: 0.2197810411453247 (0.2181336060166359) | > loss_disc_real_2: 0.22453849017620087 (0.24245858937501907) | > loss_disc_real_3: 0.22799643874168396 (0.24864496290683746) | > loss_disc_real_4: 0.24294525384902954 (0.26852650940418243) | > loss_disc_real_5: 0.2489263117313385 (0.30941857397556305) | > loss_0: 2.217432737350464 (2.404361605644226) | > loss_gen: 2.546018600463867 (2.4528841972351074) | > loss_kl: 2.921754837036133 (3.0594226121902466) | > loss_feat: 5.999131679534912 (6.043938636779785) | > loss_mel: 18.227581024169922 (17.883682250976562) | > loss_duration: 2.5517125129699707 (2.581242322921753) | > loss_1: 32.24620056152344 (32.021169662475586)  --> STEP: 3 | > loss_disc: 2.2702488899230957 (2.359657367070516) | > loss_disc_real_0: 0.11044403910636902 (0.09904303898413976) | > loss_disc_real_1: 0.10091472417116165 (0.1790606454014778) | > loss_disc_real_2: 0.2531491816043854 (0.24602212011814117) | > loss_disc_real_3: 0.20156940817832947 (0.23295311133066812) | > loss_disc_real_4: 0.1868981271982193 (0.2413170486688614) | > loss_disc_real_5: 0.2262996882200241 (0.28171227872371674) | > loss_0: 2.2702488899230957 (2.359657367070516) | > loss_gen: 2.3287315368652344 (2.4114999771118164) | > loss_kl: 2.6609787940979004 (2.9266080061594644) | > loss_feat: 7.885631084442139 (6.657836119333903) | > loss_mel: 16.35713005065918 (17.374831517537434) | > loss_duration: 2.3199663162231445 (2.4941503206888833) | > loss_1: 31.55243682861328 (31.864925384521484)  --> STEP: 4 | > loss_disc: 2.593775987625122 (2.4181870222091675) | > loss_disc_real_0: 0.1226443499326706 (0.10494336672127247) | > loss_disc_real_1: 0.1906430870294571 (0.18195625580847263) | > loss_disc_real_2: 0.27523186802864075 (0.25332455709576607) | > loss_disc_real_3: 0.22259826958179474 (0.23036440089344978) | > loss_disc_real_4: 0.23441511392593384 (0.2395915649831295) | > loss_disc_real_5: 0.27256229519844055 (0.2794247828423977) | > loss_0: 2.593775987625122 (2.4181870222091675) | > loss_gen: 2.146195650100708 (2.3451738953590393) | > loss_kl: 3.6996572017669678 (3.1198703050613403) | > loss_feat: 5.804114818572998 (6.444405794143677) | > loss_mel: 17.685091018676758 (17.452396392822266) | > loss_duration: 2.4624879360198975 (2.486234724521637) | > loss_1: 31.79754638671875 (31.8480806350708)  --> STEP: 5 | > loss_disc: 2.7618937492370605 (2.486928367614746) | > loss_disc_real_0: 0.15725429356098175 (0.11540555208921432) | > loss_disc_real_1: 0.2818485498428345 (0.201934714615345) | > loss_disc_real_2: 0.2927451729774475 (0.26120868027210237) | > loss_disc_real_3: 0.2753451466560364 (0.2393605500459671) | > loss_disc_real_4: 0.2947802245616913 (0.25062929689884184) | > loss_disc_real_5: 0.3292522728443146 (0.28939028084278107) | > loss_0: 2.7618937492370605 (2.486928367614746) | > loss_gen: 2.300783395767212 (2.336295795440674) | > loss_kl: 2.856672763824463 (3.067230796813965) | > loss_feat: 4.7769551277160645 (6.110915660858154) | > loss_mel: 18.2984619140625 (17.621609497070313) | > loss_duration: 2.4122653007507324 (2.471440839767456) | > loss_1: 30.645139694213867 (31.607492446899414)  --> STEP: 6 | > loss_disc: 2.7629096508026123 (2.532925248146057) | > loss_disc_real_0: 0.0999678373336792 (0.11283259962995847) | > loss_disc_real_1: 0.4269583523273468 (0.23943865423401198) | > loss_disc_real_2: 0.3133668303489685 (0.26990170528491336) | > loss_disc_real_3: 0.2511528730392456 (0.24132593721151352) | > loss_disc_real_4: 0.2181040495634079 (0.2452084223429362) | > loss_disc_real_5: 0.26686447858810425 (0.2856359804670016) | > loss_0: 2.7629096508026123 (2.532925248146057) | > loss_gen: 2.4266929626464844 (2.3513619899749756) | > loss_kl: 2.911653995513916 (3.0413013299306235) | > loss_feat: 5.512050628662109 (6.0111048221588135) | > loss_mel: 17.121702194213867 (17.538291613260906) | > loss_duration: 2.211954116821289 (2.4281930526097617) | > loss_1: 30.184053421020508 (31.37025260925293)  --> STEP: 7 | > loss_disc: 2.59112286567688 (2.5412391935076033) | > loss_disc_real_0: 0.11501988768577576 (0.11314506935221809) | > loss_disc_real_1: 0.22426147758960724 (0.23727048614195415) | > loss_disc_real_2: 0.27646005153656006 (0.27083861189229147) | > loss_disc_real_3: 0.24572420120239258 (0.24195426063878195) | > loss_disc_real_4: 0.2842600345611572 (0.2507872240883963) | > loss_disc_real_5: 0.3414982855319977 (0.29361630976200104) | > loss_0: 2.59112286567688 (2.5412391935076033) | > loss_gen: 2.30306077003479 (2.344461815697806) | > loss_kl: 4.237133026123047 (3.212134429386684) | > loss_feat: 4.548060417175293 (5.802098478589739) | > loss_mel: 17.233535766601562 (17.494755063738143) | > loss_duration: 2.60581636428833 (2.4535678114209856) | > loss_1: 30.9276065826416 (31.307017462594168)  --> STEP: 8 | > loss_disc: 2.429720878601074 (2.527299404144287) | > loss_disc_real_0: 0.06275701522827148 (0.10684656258672476) | > loss_disc_real_1: 0.20613881945610046 (0.23337902780622244) | > loss_disc_real_2: 0.22144627571105957 (0.2646645698696375) | > loss_disc_real_3: 0.28795644640922546 (0.2477045338600874) | > loss_disc_real_4: 0.2948504388332367 (0.2562951259315014) | > loss_disc_real_5: 0.3458651602268219 (0.30014741607010365) | > loss_0: 2.429720878601074 (2.527299404144287) | > loss_gen: 2.5955240726470947 (2.3758445978164673) | > loss_kl: 3.185598850250244 (3.208817481994629) | > loss_feat: 7.709591388702393 (6.040535092353821) | > loss_mel: 18.133102416992188 (17.574548482894897) | > loss_duration: 2.3331143856048584 (2.4385111331939697) | > loss_1: 33.956932067871094 (31.638256788253784)  --> STEP: 9 | > loss_disc: 2.4486095905303955 (2.518556091520521) | > loss_disc_real_0: 0.1574547439813614 (0.1124696938527955) | > loss_disc_real_1: 0.21470071375370026 (0.23130365957816443) | > loss_disc_real_2: 0.27481940388679504 (0.2657928847604328) | > loss_disc_real_3: 0.2392173856496811 (0.24676151739226448) | > loss_disc_real_4: 0.24118587374687195 (0.25461632013320923) | > loss_disc_real_5: 0.26587700843811035 (0.29633959299988216) | > loss_0: 2.4486095905303955 (2.518556091520521) | > loss_gen: 2.4590096473693848 (2.3850851588779025) | > loss_kl: 2.54936146736145 (3.1355445914798312) | > loss_feat: 8.331106185913086 (6.295042991638184) | > loss_mel: 19.378355026245117 (17.774971432156033) | > loss_duration: 2.2131903171539307 (2.4134754869672985) | > loss_1: 34.931026458740234 (32.0041200849745)  --> STEP: 10 | > loss_disc: 2.3169162273406982 (2.498392105102539) | > loss_disc_real_0: 0.07256066054105759 (0.10847879052162171) | > loss_disc_real_1: 0.1468813270330429 (0.22286142632365227) | > loss_disc_real_2: 0.2886589765548706 (0.26807949393987657) | > loss_disc_real_3: 0.22102749347686768 (0.2441881150007248) | > loss_disc_real_4: 0.260503351688385 (0.2552050232887268) | > loss_disc_real_5: 0.3200116753578186 (0.29870680123567583) | > loss_0: 2.3169162273406982 (2.498392105102539) | > loss_gen: 2.5731005668640137 (2.4038866996765136) | > loss_kl: 3.0694165229797363 (3.1289317846298217) | > loss_feat: 7.114994525909424 (6.377038145065308) | > loss_mel: 19.252538681030273 (17.92272815704346) | > loss_duration: 2.4857466220855713 (2.420702600479126) | > loss_1: 34.49580001831055 (32.2532880783081)  --> STEP: 11 | > loss_disc: 2.7703158855438232 (2.5231124487790195) | > loss_disc_real_0: 0.17312011122703552 (0.11435527422211388) | > loss_disc_real_1: 0.26767972111701965 (0.22693581675941293) | > loss_disc_real_2: 0.30790144205093384 (0.2716996710408818) | > loss_disc_real_3: 0.25568363070487976 (0.24523316188292069) | > loss_disc_real_4: 0.23067863285541534 (0.252975351431153) | > loss_disc_real_5: 0.30267664790153503 (0.29906769638711755) | > loss_0: 2.7703158855438232 (2.5231124487790195) | > loss_gen: 2.0883541107177734 (2.3752019188620825) | > loss_kl: 3.292355537414551 (3.1437884894284336) | > loss_feat: 4.966907501220703 (6.248844450170344) | > loss_mel: 12.427193641662598 (17.423134110190652) | > loss_duration: 2.556550979614258 (2.4330524531277744) | > loss_1: 25.331361770629883 (31.62402205033736)  --> STEP: 12 | > loss_disc: 2.5806641578674316 (2.527908424536387) | > loss_disc_real_0: 0.11962947249412537 (0.1147947907447815) | > loss_disc_real_1: 0.160940021276474 (0.2214361671358347) | > loss_disc_real_2: 0.3625089228153229 (0.2792671086887519) | > loss_disc_real_3: 0.2450057715177536 (0.24521421268582344) | > loss_disc_real_4: 0.2732602655887604 (0.254665760944287) | > loss_disc_real_5: 0.27379855513572693 (0.2969619346161683) | > loss_0: 2.5806641578674316 (2.527908424536387) | > loss_gen: 2.2913806438446045 (2.3682168126106258) | > loss_kl: 2.5694992542266846 (3.095931053161621) | > loss_feat: 5.790633201599121 (6.210660179456075) | > loss_mel: 16.369203567504883 (17.33530656496684) | > loss_duration: 2.2737064361572266 (2.4197736183802285) | > loss_1: 29.294422149658203 (31.42988872528076)  --> STEP: 13 | > loss_disc: 2.3944051265716553 (2.5176389400775614) | > loss_disc_real_0: 0.11739696562290192 (0.11499495804309845) | > loss_disc_real_1: 0.23154588043689728 (0.22221383738976258) | > loss_disc_real_2: 0.27217110991477966 (0.27872126262921554) | > loss_disc_real_3: 0.2526220977306366 (0.2457840499969629) | > loss_disc_real_4: 0.3141254484653473 (0.25923958306129163) | > loss_disc_real_5: 0.2736360430717468 (0.29516763526659745) | > loss_0: 2.3944051265716553 (2.5176389400775614) | > loss_gen: 2.5818192958831787 (2.3846477728623605) | > loss_kl: 2.698753833770752 (3.0653789593623233) | > loss_feat: 6.6596784591674805 (6.2452000471261835) | > loss_mel: 16.950639724731445 (17.305716808025654) | > loss_duration: 2.2936818599700928 (2.4100742523486796) | > loss_1: 31.184574127197266 (31.41101837158203)  --> STEP: 14 | > loss_disc: 2.7387471199035645 (2.5334323814937045) | > loss_disc_real_0: 0.18900328874588013 (0.12028126737901143) | > loss_disc_real_1: 0.19273962080478668 (0.22010853620512144) | > loss_disc_real_2: 0.3338528275489807 (0.2826592315520559) | > loss_disc_real_3: 0.2400638908147812 (0.24537546719823564) | > loss_disc_real_4: 0.27603498101234436 (0.2604392543435097) | > loss_disc_real_5: 0.24325987696647644 (0.29145993824516025) | > loss_0: 2.7387471199035645 (2.5334323814937045) | > loss_gen: 2.1848325729370117 (2.3703752585819786) | > loss_kl: 3.7770049571990967 (3.116209387779236) | > loss_feat: 7.388766288757324 (6.326883350099836) | > loss_mel: 18.07912826538086 (17.360960483551025) | > loss_duration: 2.4056553840637207 (2.409758618899754) | > loss_1: 33.83538818359375 (31.58418764386858)  --> STEP: 15 | > loss_disc: 2.53336763381958 (2.5334280649820964) | > loss_disc_real_0: 0.11165697872638702 (0.1197063148021698) | > loss_disc_real_1: 0.30080094933509827 (0.22548803041378657) | > loss_disc_real_2: 0.29100748896598816 (0.28321578204631803) | > loss_disc_real_3: 0.26199066638946533 (0.24648314714431763) | > loss_disc_real_4: 0.22798174619674683 (0.2582754204670588) | > loss_disc_real_5: 0.21812541782855988 (0.28657097021738687) | > loss_0: 2.53336763381958 (2.5334280649820964) | > loss_gen: 2.4139294624328613 (2.3732788721720373) | > loss_kl: 3.46470046043396 (3.1394421259562173) | > loss_feat: 6.444892406463623 (6.334750620524089) | > loss_mel: 17.019617080688477 (17.338204256693523) | > loss_duration: 2.4726057052612305 (2.413948424657186) | > loss_1: 31.815746307373047 (31.599624888102213)  --> STEP: 16 | > loss_disc: 2.851759433746338 (2.5533237755298615) | > loss_disc_real_0: 0.17808590829372406 (0.12335503939539194) | > loss_disc_real_1: 0.4448096454143524 (0.23919563135132194) | > loss_disc_real_2: 0.3251040577888489 (0.28583379928022623) | > loss_disc_real_3: 0.2667885720729828 (0.2477522362023592) | > loss_disc_real_4: 0.2801942527294159 (0.25964534748345613) | > loss_disc_real_5: 0.2782737910747528 (0.28605239652097225) | > loss_0: 2.851759433746338 (2.5533237755298615) | > loss_gen: 2.378452777862549 (2.3736022412776943) | > loss_kl: 2.8809008598327637 (3.1232832968235016) | > loss_feat: 5.467653751373291 (6.280557066202164) | > loss_mel: 13.472591400146484 (17.096603453159332) | > loss_duration: 2.460850954055786 (2.4168798327445984) | > loss_1: 26.660449981689453 (31.290926456451416)  --> STEP: 17 | > loss_disc: 2.8303403854370117 (2.5696188702302822) | > loss_disc_real_0: 0.12689927220344543 (0.12356352367821861) | > loss_disc_real_1: 0.2521092891693115 (0.2399552582817919) | > loss_disc_real_2: 0.27585119009017944 (0.2852465869749294) | > loss_disc_real_3: 0.22554022073745728 (0.24644564705736496) | > loss_disc_real_4: 0.27113786339759827 (0.26032137783134685) | > loss_disc_real_5: 0.4266292154788971 (0.29432162116555605) | > loss_0: 2.8303403854370117 (2.5696188702302822) | > loss_gen: 2.1413631439208984 (2.359941117903765) | > loss_kl: 2.686552047729492 (3.0975932233473835) | > loss_feat: 5.0461907386779785 (6.207947282230153) | > loss_mel: 17.30019760131836 (17.108579579521628) | > loss_duration: 2.494211196899414 (2.4214287365184113) | > loss_1: 29.668514251708984 (31.195490444407742)  --> STEP: 18 | > loss_disc: 2.7040276527404785 (2.577086024814182) | > loss_disc_real_0: 0.1329672932624817 (0.12408595532178879) | > loss_disc_real_1: 0.5091577768325806 (0.2549109537568357) | > loss_disc_real_2: 0.23700416088104248 (0.28256645219193566) | > loss_disc_real_3: 0.24063505232334137 (0.2461228362388081) | > loss_disc_real_4: 0.23969025909900665 (0.25917520456843907) | > loss_disc_real_5: 0.2712385356426239 (0.2930392275253932) | > loss_0: 2.7040276527404785 (2.577086024814182) | > loss_gen: 2.8298051357269287 (2.3860446744494963) | > loss_kl: 2.2794041633605957 (3.0521382755703397) | > loss_feat: 10.149223327636719 (6.426907062530518) | > loss_mel: 17.76774024963379 (17.14519961675008) | > loss_duration: 2.19281005859375 (2.40872769885593) | > loss_1: 35.2189826965332 (31.419017791748047)  --> STEP: 19 | > loss_disc: 2.639256477355957 (2.580358153895328) | > loss_disc_real_0: 0.1062631830573082 (0.12314791467628981) | > loss_disc_real_1: 0.23726165294647217 (0.2539820431878692) | > loss_disc_real_2: 0.3336692750453949 (0.2852560744473809) | > loss_disc_real_3: 0.2578200399875641 (0.2467384785413742) | > loss_disc_real_4: 0.300728440284729 (0.2613622169745596) | > loss_disc_real_5: 0.2862212657928467 (0.2926803874342065) | > loss_0: 2.639256477355957 (2.580358153895328) | > loss_gen: 2.3513023853302 (2.384216132916902) | > loss_kl: 1.9531309604644775 (2.99429578530161) | > loss_feat: 6.362532138824463 (6.423518908651252) | > loss_mel: 16.529970169067383 (17.112819119503623) | > loss_duration: 2.360781192779541 (2.4062041985361198) | > loss_1: 29.55771827697754 (31.321054659391706)  --> STEP: 20 | > loss_disc: 2.4207983016967773 (2.5723801612854005) | > loss_disc_real_0: 0.07927107810974121 (0.12095407284796238) | > loss_disc_real_1: 0.2691963016986847 (0.25474275611341) | > loss_disc_real_2: 0.23209048807621002 (0.2825977951288223) | > loss_disc_real_3: 0.18300949037075043 (0.24355202913284302) | > loss_disc_real_4: 0.23664097487926483 (0.26012615486979485) | > loss_disc_real_5: 0.2177778035402298 (0.28893525823950766) | > loss_0: 2.4207983016967773 (2.5723801612854005) | > loss_gen: 2.172351360321045 (2.373622894287109) | > loss_kl: 2.2864749431610107 (2.95890474319458) | > loss_feat: 4.508416652679443 (6.327763795852661) | > loss_mel: 17.60062026977539 (17.137209177017212) | > loss_duration: 2.3165249824523926 (2.4017202377319338) | > loss_1: 28.884387969970703 (31.199221324920654)  --> STEP: 21 | > loss_disc: 2.6374642848968506 (2.575479405266898) | > loss_disc_real_0: 0.12309449911117554 (0.12105599790811539) | > loss_disc_real_1: 0.1857035905122757 (0.25145517679907026) | > loss_disc_real_2: 0.29086539149284363 (0.28299149019377573) | > loss_disc_real_3: 0.17173315584659576 (0.24013208278587886) | > loss_disc_real_4: 0.24235008656978607 (0.2592796754269373) | > loss_disc_real_5: 0.2262035608291626 (0.28594803455330076) | > loss_0: 2.6374642848968506 (2.575479405266898) | > loss_gen: 1.9831660985946655 (2.35502971353985) | > loss_kl: 2.293872356414795 (2.9272365343003046) | > loss_feat: 5.189631938934326 (6.2735670407613116) | > loss_mel: 15.601401329040527 (17.064075469970703) | > loss_duration: 2.2039217948913574 (2.3923012642633346) | > loss_1: 27.27199363708496 (31.012210482642764)  --> STEP: 22 | > loss_disc: 2.739147901535034 (2.582918882369995) | > loss_disc_real_0: 0.25985100865364075 (0.127364862032912) | > loss_disc_real_1: 0.20927131175994873 (0.2495377283882011) | > loss_disc_real_2: 0.329385906457901 (0.2851003272966905) | > loss_disc_real_3: 0.27574411034584045 (0.24175081131133166) | > loss_disc_real_4: 0.2757137417793274 (0.260026678442955) | > loss_disc_real_5: 0.31020742654800415 (0.2870507341894237) | > loss_0: 2.739147901535034 (2.582918882369995) | > loss_gen: 2.4730043411254883 (2.360392196611924) | > loss_kl: 2.730560302734375 (2.918296705592762) | > loss_feat: 6.0871782302856445 (6.265094822103327) | > loss_mel: 15.88937759399414 (17.01068011197177) | > loss_duration: 2.2201831340789795 (2.3844777128913184) | > loss_1: 29.400300979614258 (30.938941868868742)  --> STEP: 23 | > loss_disc: 2.5902016162872314 (2.5832355229750923) | > loss_disc_real_0: 0.1496129035949707 (0.12833216818778412) | > loss_disc_real_1: 0.1886928528547287 (0.24689229901718057) | > loss_disc_real_2: 0.2707284092903137 (0.28447546129641327) | > loss_disc_real_3: 0.2215297669172287 (0.2408716354681098) | > loss_disc_real_4: 0.2663857936859131 (0.260303161714388) | > loss_disc_real_5: 0.33168748021125793 (0.2889914622773295) | > loss_0: 2.5902016162872314 (2.5832355229750923) | > loss_gen: 2.41878342628479 (2.3629309457281353) | > loss_kl: 3.080975294113159 (2.9253696877023447) | > loss_feat: 7.5790534019470215 (6.322223456009574) | > loss_mel: 17.443798065185547 (17.02951132732889) | > loss_duration: 2.3516626358032227 (2.383050970409227) | > loss_1: 32.874271392822266 (31.023086630779765)  --> STEP: 24 | > loss_disc: 2.2432618141174316 (2.56906995177269) | > loss_disc_real_0: 0.07985877990722656 (0.1263124436760942) | > loss_disc_real_1: 0.16831600666046143 (0.2436182868356506) | > loss_disc_real_2: 0.26394376158714294 (0.283619973808527) | > loss_disc_real_3: 0.18727199733257294 (0.23863831721246243) | > loss_disc_real_4: 0.2191879004240036 (0.2585900258272887) | > loss_disc_real_5: 0.2397112399339676 (0.28693811967968946) | > loss_0: 2.2432618141174316 (2.56906995177269) | > loss_gen: 2.3727734088897705 (2.36334104835987) | > loss_kl: 2.6088311672210693 (2.9121805826822915) | > loss_feat: 6.005798816680908 (6.309039096037547) | > loss_mel: 18.051931381225586 (17.072112162907917) | > loss_duration: 2.3887946605682373 (2.383290290832519) | > loss_1: 31.428129196166992 (31.039963404337566)  --> STEP: 25 | > loss_disc: 2.5059595108032227 (2.566545534133911) | > loss_disc_real_0: 0.13090527057647705 (0.12649615675210954) | > loss_disc_real_1: 0.2674640715122223 (0.24457211822271346) | > loss_disc_real_2: 0.2905890941619873 (0.2838987386226654) | > loss_disc_real_3: 0.2381439357995987 (0.23861854195594787) | > loss_disc_real_4: 0.23662768304347992 (0.25771153211593634) | > loss_disc_real_5: 0.2590128779411316 (0.28582111001014715) | > loss_0: 2.5059595108032227 (2.566545534133911) | > loss_gen: 2.374863624572754 (2.3638019514083854) | > loss_kl: 3.1345508098602295 (2.921075391769409) | > loss_feat: 5.867999076843262 (6.291397495269775) | > loss_mel: 15.940695762634277 (17.026855506896972) | > loss_duration: 2.4418258666992188 (2.3856317138671868) | > loss_1: 29.759933471679688 (30.98876220703125)  --> STEP: 26 | > loss_disc: 2.4428725242614746 (2.561788879908048) | > loss_disc_real_0: 0.06303326785564423 (0.1240552764099378) | > loss_disc_real_1: 0.25118330121040344 (0.24482639449147078) | > loss_disc_real_2: 0.25539901852607727 (0.2828025955420274) | > loss_disc_real_3: 0.216755673289299 (0.237777662391846) | > loss_disc_real_4: 0.24259328842163086 (0.2571300612046169) | > loss_disc_real_5: 0.16823969781398773 (0.28129874800260257) | > loss_0: 2.4428725242614746 (2.561788879908048) | > loss_gen: 2.222031593322754 (2.358349245328169) | > loss_kl: 2.435004711151123 (2.9023803655917826) | > loss_feat: 10.46912670135498 (6.452079387811514) | > loss_mel: 18.791749954223633 (17.09473606256338) | > loss_duration: 2.34072208404541 (2.383904420412503) | > loss_1: 36.25863265991211 (31.19144953214205) --> EVAL PERFORMANCE | > avg_loader_time: 0.002451309790978066 (-1.1829229501576256e-05) | > avg_loss_disc: 2.561788879908048 (+0.11288127532372094) | > avg_loss_disc_real_0: 0.1240552764099378 (-0.047593078361107766) | > avg_loss_disc_real_1: 0.24482639449147078 (+0.08050117584375235) | > avg_loss_disc_real_2: 0.2828025955420274 (+0.07245327818852207) | > avg_loss_disc_real_3: 0.237777662391846 (+0.005078171308224022) | > avg_loss_disc_real_4: 0.2571300612046169 (+0.0395982397290377) | > avg_loss_disc_real_5: 0.28129874800260257 (+0.006622939728773647) | > avg_loss_0: 2.561788879908048 (+0.11288127532372094) | > avg_loss_gen: 2.358349245328169 (+0.002275728262387311) | > avg_loss_kl: 2.9023803655917826 (-0.08191282015580414) | > avg_loss_feat: 6.452079387811514 (-0.5773190718430738) | > avg_loss_mel: 17.09473606256338 (-0.18011434261615022) | > avg_loss_duration: 2.383904420412503 (+0.015358613087579798) | > avg_loss_1: 31.19144953214205 (-0.8217119070199814)  > EPOCH: 926/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:18:28)   --> TIME: 2024-06-12 08:18:37 -- STEP: 19/330 -- GLOBAL_STEP: 393600 | > loss_disc: 2.3957178592681885 (2.3364438006752417) | > loss_disc_real_0: 0.08803750574588776 (0.10442965987481569) | > loss_disc_real_1: 0.19615572690963745 (0.19416322284623197) | > loss_disc_real_2: 0.2318350374698639 (0.2044449425057361) | > loss_disc_real_3: 0.19362200796604156 (0.2265447276203256) | > loss_disc_real_4: 0.19557154178619385 (0.23094971556412547) | > loss_disc_real_5: 0.20105886459350586 (0.22053711743731247) | > loss_0: 2.3957178592681885 (2.3364438006752417) | > grad_norm_0: tensor(12.0722, device='cuda:0') (tensor(10.3903, device='cuda:0')) | > loss_gen: 2.312779426574707 (2.4590407170747457) | > loss_kl: 1.9089727401733398 (1.8894699749193693) | > loss_feat: 7.557412147521973 (6.974530847449052) | > loss_mel: 16.40847396850586 (17.45831750568591) | > loss_duration: 1.9545942544937134 (2.042889676595989) | > loss_1: 30.142230987548828 (30.824248364097194) | > grad_norm_1: tensor(294.9322, device='cuda:0') (tensor(138.0260, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3671 (0.3670264294272975) | > loader_time: 0.003 (0.003159987299065841)  --> TIME: 2024-06-12 08:18:46 -- STEP: 44/330 -- GLOBAL_STEP: 393625 | > loss_disc: 2.360124111175537 (2.3229540857401765) | > loss_disc_real_0: 0.11217299103736877 (0.10298032161187042) | > loss_disc_real_1: 0.23426270484924316 (0.19281147149476138) | > loss_disc_real_2: 0.2303190380334854 (0.20641851459037175) | > loss_disc_real_3: 0.19782693684101105 (0.22454743900082327) | > loss_disc_real_4: 0.2461673766374588 (0.23080938377163626) | > loss_disc_real_5: 0.21343767642974854 (0.21832981773398139) | > loss_0: 2.360124111175537 (2.3229540857401765) | > grad_norm_0: tensor(9.7766, device='cuda:0') (tensor(10.3149, device='cuda:0')) | > loss_gen: 2.556774139404297 (2.5025029019875955) | > loss_kl: 1.9637949466705322 (1.923943050883033) | > loss_feat: 7.046621799468994 (7.072714534672824) | > loss_mel: 17.11048126220703 (17.224188717928794) | > loss_duration: 1.9042527675628662 (1.9914359531619332) | > loss_1: 30.581926345825195 (30.714784968983043) | > grad_norm_1: tensor(133.3250, device='cuda:0') (tensor(128.7515, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3525 (0.366452005776492) | > loader_time: 0.0034 (0.0034279877489263363)  --> TIME: 2024-06-12 08:18:55 -- STEP: 69/330 -- GLOBAL_STEP: 393650 | > loss_disc: 2.3613574504852295 (2.3386261221291367) | > loss_disc_real_0: 0.10107144713401794 (0.10571612309718477) | > loss_disc_real_1: 0.20210960507392883 (0.1931979289089424) | > loss_disc_real_2: 0.18995055556297302 (0.20771135929701984) | > loss_disc_real_3: 0.2123146504163742 (0.2281881376453068) | > loss_disc_real_4: 0.21657221019268036 (0.23073388636112213) | > loss_disc_real_5: 0.19538754224777222 (0.22066252041554105) | > loss_0: 2.3613574504852295 (2.3386261221291367) | > grad_norm_0: tensor(10.9285, device='cuda:0') (tensor(10.2539, device='cuda:0')) | > loss_gen: 2.442171812057495 (2.486745592476664) | > loss_kl: 2.1344475746154785 (1.9551188824833303) | > loss_feat: 7.303690433502197 (7.0626859112062315) | > loss_mel: 16.56069564819336 (17.234780297763105) | > loss_duration: 1.937122106552124 (1.9791674544845803) | > loss_1: 30.37812614440918 (30.71849795355313) | > grad_norm_1: tensor(170.7086, device='cuda:0') (tensor(133.4057, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3626 (0.36543246974115784) | > loader_time: 0.0042 (0.0035480139912038608)  --> TIME: 2024-06-12 08:19:05 -- STEP: 94/330 -- GLOBAL_STEP: 393675 | > loss_disc: 2.3222732543945312 (2.3407375990076273) | > loss_disc_real_0: 0.12811967730522156 (0.1074686106690701) | > loss_disc_real_1: 0.19902077317237854 (0.19224157628226787) | > loss_disc_real_2: 0.19509713351726532 (0.20788048873556417) | > loss_disc_real_3: 0.20301766693592072 (0.22819687394385643) | > loss_disc_real_4: 0.2243751585483551 (0.23148399797525812) | > loss_disc_real_5: 0.21595537662506104 (0.221653087817608) | > loss_0: 2.3222732543945312 (2.3407375990076273) | > grad_norm_0: tensor(6.2774, device='cuda:0') (tensor(9.7378, device='cuda:0')) | > loss_gen: 2.532241106033325 (2.485984036262998) | > loss_kl: 1.96929132938385 (1.9721648680402877) | > loss_feat: 7.052821636199951 (7.015661797624953) | > loss_mel: 17.410064697265625 (17.15425147401525) | > loss_duration: 1.9900832176208496 (1.9770640654766813) | > loss_1: 30.954504013061523 (30.60512617801098) | > grad_norm_1: tensor(80.7137, device='cuda:0') (tensor(127.0689, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3538 (0.3668325302448678) | > loader_time: 0.0045 (0.0036497724817154257)  --> TIME: 2024-06-12 08:19:14 -- STEP: 119/330 -- GLOBAL_STEP: 393700 | > loss_disc: 2.321451425552368 (2.342259356955521) | > loss_disc_real_0: 0.1249324306845665 (0.10864200292765594) | > loss_disc_real_1: 0.20699799060821533 (0.19319363213887736) | > loss_disc_real_2: 0.18218223750591278 (0.20749513053593513) | > loss_disc_real_3: 0.2289549708366394 (0.2283557817465117) | > loss_disc_real_4: 0.22333960235118866 (0.2314484950875034) | > loss_disc_real_5: 0.2163793295621872 (0.2219219996648676) | > loss_0: 2.321451425552368 (2.342259356955521) | > grad_norm_0: tensor(8.7567, device='cuda:0') (tensor(9.6402, device='cuda:0')) | > loss_gen: 2.557605743408203 (2.4863999010134132) | > loss_kl: 2.023252010345459 (1.986854826702791) | > loss_feat: 7.631838798522949 (7.019812443677117) | > loss_mel: 17.775188446044922 (17.153474735612637) | > loss_duration: 1.9622185230255127 (1.9794240558848661) | > loss_1: 31.950103759765625 (30.62596585570263) | > grad_norm_1: tensor(215.4802, device='cuda:0') (tensor(123.3587, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3855 (0.3685594306272618) | > loader_time: 0.0038 (0.003751336025590656)  --> TIME: 2024-06-12 08:19:24 -- STEP: 144/330 -- GLOBAL_STEP: 393725 | > loss_disc: 2.3850560188293457 (2.3474027034309186) | > loss_disc_real_0: 0.10145483911037445 (0.10984881755171551) | > loss_disc_real_1: 0.16485895216464996 (0.19318732319192755) | > loss_disc_real_2: 0.19099262356758118 (0.20877656971828804) | > loss_disc_real_3: 0.23235706984996796 (0.22851646412163973) | > loss_disc_real_4: 0.23894625902175903 (0.23137888498604298) | > loss_disc_real_5: 0.24056684970855713 (0.22218382482727372) | > loss_0: 2.3850560188293457 (2.3474027034309186) | > grad_norm_0: tensor(7.3907, device='cuda:0') (tensor(9.5605, device='cuda:0')) | > loss_gen: 2.592168092727661 (2.4807302206754676) | > loss_kl: 2.09181547164917 (2.0010986849665646) | > loss_feat: 8.007495880126953 (7.0040769709481125) | > loss_mel: 17.51643943786621 (17.13872172435126) | > loss_duration: 1.99891197681427 (1.9849450795186891) | > loss_1: 32.20683288574219 (30.609572649002075) | > grad_norm_1: tensor(80.4249, device='cuda:0') (tensor(118.8277, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3807 (0.3708921819925307) | > loader_time: 0.0048 (0.003872406151559618)  --> TIME: 2024-06-12 08:19:34 -- STEP: 169/330 -- GLOBAL_STEP: 393750 | > loss_disc: 2.433572769165039 (2.3547667667005197) | > loss_disc_real_0: 0.14284881949424744 (0.11199864811269489) | > loss_disc_real_1: 0.22756806015968323 (0.19391575155878912) | > loss_disc_real_2: 0.24815437197685242 (0.20980651588482263) | > loss_disc_real_3: 0.23065818846225739 (0.22880397049280313) | > loss_disc_real_4: 0.2723519802093506 (0.23194567964979884) | > loss_disc_real_5: 0.27752357721328735 (0.22289415030084422) | > loss_0: 2.433572769165039 (2.3547667667005197) | > grad_norm_0: tensor(7.3898, device='cuda:0') (tensor(9.4821, device='cuda:0')) | > loss_gen: 2.6132609844207764 (2.4757840788576018) | > loss_kl: 1.9092048406600952 (2.010457855004531) | > loss_feat: 6.727569103240967 (6.9755491025349095) | > loss_mel: 16.567636489868164 (17.12721696548914) | > loss_duration: 2.038667917251587 (1.9907342230779885) | > loss_1: 29.856338500976562 (30.579742194632807) | > grad_norm_1: tensor(66.0393, device='cuda:0') (tensor(114.9254, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.3989 (0.3752516769093168) | > loader_time: 0.0048 (0.00398163541534243)  --> TIME: 2024-06-12 08:19:44 -- STEP: 194/330 -- GLOBAL_STEP: 393775 | > loss_disc: 2.425844669342041 (2.361690420465372) | > loss_disc_real_0: 0.13415342569351196 (0.11353019371475141) | > loss_disc_real_1: 0.21430151164531708 (0.19472998303850902) | > loss_disc_real_2: 0.2208554446697235 (0.21019406555239686) | > loss_disc_real_3: 0.24269475042819977 (0.2293960551932915) | > loss_disc_real_4: 0.2397746741771698 (0.232126041862768) | > loss_disc_real_5: 0.23309984803199768 (0.22342933898734066) | > loss_0: 2.425844669342041 (2.361690420465372) | > grad_norm_0: tensor(12.2138, device='cuda:0') (tensor(10.3278, device='cuda:0')) | > loss_gen: 2.490673303604126 (2.468832451043669) | > loss_kl: 2.065194606781006 (2.020560388712539) | > loss_feat: 6.248331069946289 (6.951105169414245) | > loss_mel: 17.135026931762695 (17.100934716844083) | > loss_duration: 2.025743246078491 (1.9985885103953254) | > loss_1: 29.964969635009766 (30.54002121797542) | > grad_norm_1: tensor(96.7647, device='cuda:0') (tensor(123.2094, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.4015 (0.3779250346508222) | > loader_time: 0.0049 (0.004097149544155474)  --> TIME: 2024-06-12 08:19:55 -- STEP: 219/330 -- GLOBAL_STEP: 393800 | > loss_disc: 2.5682621002197266 (2.363426384860523) | > loss_disc_real_0: 0.19052278995513916 (0.11500172089087908) | > loss_disc_real_1: 0.2121892124414444 (0.1946938168512632) | > loss_disc_real_2: 0.16250893473625183 (0.2103969668416672) | > loss_disc_real_3: 0.22058112919330597 (0.22927601458547323) | > loss_disc_real_4: 0.2063334882259369 (0.23212637415487472) | > loss_disc_real_5: 0.27951952815055847 (0.22251367820724507) | > loss_0: 2.5682621002197266 (2.363426384860523) | > grad_norm_0: tensor(84.2108, device='cuda:0') (tensor(12.1475, device='cuda:0')) | > loss_gen: 2.418391466140747 (2.4760301613916544) | > loss_kl: 1.9975694417953491 (2.027167518933614) | > loss_feat: 7.23057746887207 (6.97997119546481) | > loss_mel: 16.953798294067383 (17.052655977745598) | > loss_duration: 2.075793981552124 (2.006654379030341) | > loss_1: 30.676132202148438 (30.54247918847489) | > grad_norm_1: tensor(373.9597, device='cuda:0') (tensor(150.9129, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.4151 (0.3806465227309971) | > loader_time: 0.0049 (0.004206600798863797)  --> TIME: 2024-06-12 08:20:05 -- STEP: 244/330 -- GLOBAL_STEP: 393825 | > loss_disc: 2.2594189643859863 (2.363956073268516) | > loss_disc_real_0: 0.08053262531757355 (0.11612826863639668) | > loss_disc_real_1: 0.24004916846752167 (0.19515627964598234) | > loss_disc_real_2: 0.21425963938236237 (0.21106187962606304) | > loss_disc_real_3: 0.23300321400165558 (0.2297460681102315) | > loss_disc_real_4: 0.23303593695163727 (0.23138458855816577) | > loss_disc_real_5: 0.1870705634355545 (0.22202838248893866) | > loss_0: 2.2594189643859863 (2.363956073268516) | > grad_norm_0: tensor(42.2300, device='cuda:0') (tensor(14.5746, device='cuda:0')) | > loss_gen: 2.690380811691284 (2.487394696376363) | > loss_kl: 1.936364769935608 (2.03335582379435) | > loss_feat: 7.704923152923584 (6.992111768878874) | > loss_mel: 16.721113204956055 (17.020820551231267) | > loss_duration: 2.0309581756591797 (2.0160698802744763) | > loss_1: 31.083738327026367 (30.54975265753074) | > grad_norm_1: tensor(451.7204, device='cuda:0') (tensor(175.4256, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.4389 (0.3842925644311748) | > loader_time: 0.0056 (0.004330780662474084)  --> TIME: 2024-06-12 08:20:16 -- STEP: 269/330 -- GLOBAL_STEP: 393850 | > loss_disc: 2.4016685485839844 (2.366808194653253) | > loss_disc_real_0: 0.09549752622842789 (0.11665991851609879) | > loss_disc_real_1: 0.1650358885526657 (0.19561517476813944) | > loss_disc_real_2: 0.2350391447544098 (0.21133057667863414) | > loss_disc_real_3: 0.22481220960617065 (0.22991412346247847) | > loss_disc_real_4: 0.2529528737068176 (0.2323898160657032) | > loss_disc_real_5: 0.2003229409456253 (0.22169246460868525) | > loss_0: 2.4016685485839844 (2.366808194653253) | > grad_norm_0: tensor(24.3201, device='cuda:0') (tensor(16.2871, device='cuda:0')) | > loss_gen: 2.478314161300659 (2.490996476885998) | > loss_kl: 2.007525682449341 (2.0369660180740645) | > loss_feat: 6.8772759437561035 (7.005727927480931) | > loss_mel: 16.60957145690918 (16.98781685315101) | > loss_duration: 2.1265103816986084 (2.0248201327696176) | > loss_1: 30.099197387695312 (30.54632734986486) | > grad_norm_1: tensor(528.8937, device='cuda:0') (tensor(201.8415, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.4285 (0.3885403459400049) | > loader_time: 0.0066 (0.004471208969456554)  --> TIME: 2024-06-12 08:20:28 -- STEP: 294/330 -- GLOBAL_STEP: 393875 | > loss_disc: 2.412482738494873 (2.3713388467321597) | > loss_disc_real_0: 0.1324964463710785 (0.11791781462779662) | > loss_disc_real_1: 0.1816088855266571 (0.19642185399524212) | > loss_disc_real_2: 0.2285270392894745 (0.21189696316410891) | > loss_disc_real_3: 0.24971500039100647 (0.22990291089224976) | > loss_disc_real_4: 0.25819462537765503 (0.23222212589719668) | > loss_disc_real_5: 0.2549280524253845 (0.2220681457191098) | > loss_0: 2.412482738494873 (2.3713388467321597) | > grad_norm_0: tensor(25.2588, device='cuda:0') (tensor(17.3839, device='cuda:0')) | > loss_gen: 2.3939507007598877 (2.4850560840295284) | > loss_kl: 2.059736490249634 (2.0405994223899584) | > loss_feat: 7.362744331359863 (6.987541128988978) | > loss_mel: 17.18177032470703 (16.94184153420585) | > loss_duration: 2.17744779586792 (2.0354785448839885) | > loss_1: 31.17565155029297 (30.4905166820604) | > grad_norm_1: tensor(345.8491, device='cuda:0') (tensor(221.4131, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.4729 (0.3941503755089377) | > loader_time: 0.0071 (0.004646665384980283)  --> TIME: 2024-06-12 08:20:41 -- STEP: 319/330 -- GLOBAL_STEP: 393900 | > loss_disc: 2.4570071697235107 (2.3759464739258394) | > loss_disc_real_0: 0.1435384452342987 (0.11980414719884298) | > loss_disc_real_1: 0.21126994490623474 (0.1971876823042628) | > loss_disc_real_2: 0.2117566168308258 (0.21182566273922457) | > loss_disc_real_3: 0.2289147675037384 (0.23039951289895932) | > loss_disc_real_4: 0.27448537945747375 (0.23288779581975788) | > loss_disc_real_5: 0.2702288329601288 (0.22252840069954677) | > loss_0: 2.4570071697235107 (2.3759464739258394) | > grad_norm_0: tensor(21.2595, device='cuda:0') (tensor(18.1279, device='cuda:0')) | > loss_gen: 2.1404669284820557 (2.4790464150120846) | > loss_kl: 2.1447694301605225 (2.0445118600671934) | > loss_feat: 6.815103054046631 (6.978143566454465) | > loss_mel: 15.881956100463867 (16.887020344270812) | > loss_duration: 2.2424917221069336 (2.0496406017052347) | > loss_1: 29.22478485107422 (30.43836273145526) | > grad_norm_1: tensor(334.0732, device='cuda:0') (tensor(232.9250, device='cuda:0')) | > current_lr_0: 0.00017813828515536424 | > current_lr_1: 0.00017813828515536424 | > step_time: 0.5516 (0.4033638474335865) | > loader_time: 0.0085 (0.004882779614678742)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.304452419281006 (2.304452419281006) | > loss_disc_real_0: 0.1427721530199051 (0.1427721530199051) | > loss_disc_real_1: 0.23641963303089142 (0.23641963303089142) | > loss_disc_real_2: 0.20783686637878418 (0.20783686637878418) | > loss_disc_real_3: 0.2023380845785141 (0.2023380845785141) | > loss_disc_real_4: 0.2678375244140625 (0.2678375244140625) | > loss_disc_real_5: 0.20497587323188782 (0.20497587323188782) | > loss_0: 2.304452419281006 (2.304452419281006) | > loss_gen: 2.477607488632202 (2.477607488632202) | > loss_kl: 2.1588027477264404 (2.1588027477264404) | > loss_feat: 7.119754314422607 (7.119754314422607) | > loss_mel: 16.908750534057617 (16.908750534057617) | > loss_duration: 3.117363214492798 (3.117363214492798) | > loss_1: 31.782278060913086 (31.782278060913086)  --> STEP: 1 | > loss_disc: 2.4587910175323486 (2.4587910175323486) | > loss_disc_real_0: 0.13323703408241272 (0.13323703408241272) | > loss_disc_real_1: 0.2676299810409546 (0.2676299810409546) | > loss_disc_real_2: 0.22437123954296112 (0.22437123954296112) | > loss_disc_real_3: 0.23733198642730713 (0.23733198642730713) | > loss_disc_real_4: 0.33043745160102844 (0.33043745160102844) | > loss_disc_real_5: 0.2637401521205902 (0.2637401521205902) | > loss_0: 2.4587910175323486 (2.4587910175323486) | > loss_gen: 2.6341392993927 (2.6341392993927) | > loss_kl: 3.4743239879608154 (3.4743239879608154) | > loss_feat: 5.913946628570557 (5.913946628570557) | > loss_mel: 17.40135955810547 (17.40135955810547) | > loss_duration: 2.5410332679748535 (2.5410332679748535) | > loss_1: 31.96480369567871 (31.96480369567871)  --> STEP: 2 | > loss_disc: 2.176032543182373 (2.317411780357361) | > loss_disc_real_0: 0.06313853710889816 (0.09818778559565544) | > loss_disc_real_1: 0.22406651079654694 (0.24584824591875076) | > loss_disc_real_2: 0.2240886390209198 (0.22422993928194046) | > loss_disc_real_3: 0.33232906460762024 (0.2848305255174637) | > loss_disc_real_4: 0.2495608776807785 (0.2899991646409035) | > loss_disc_real_5: 0.20705045759677887 (0.23539530485868454) | > loss_0: 2.176032543182373 (2.317411780357361) | > loss_gen: 2.8612349033355713 (2.7476871013641357) | > loss_kl: 3.1223530769348145 (3.298338532447815) | > loss_feat: 7.447698593139648 (6.6808226108551025) | > loss_mel: 19.20527458190918 (18.303317070007324) | > loss_duration: 2.474071502685547 (2.5075523853302) | > loss_1: 35.110633850097656 (33.537718772888184)  --> STEP: 3 | > loss_disc: 2.3053410053253174 (2.313388188680013) | > loss_disc_real_0: 0.15247219800949097 (0.11628258973360062) | > loss_disc_real_1: 0.18506795167922974 (0.22558814783891043) | > loss_disc_real_2: 0.11868195980787277 (0.18904727945725122) | > loss_disc_real_3: 0.1865917444229126 (0.25208426515261334) | > loss_disc_real_4: 0.21315263211727142 (0.2643836537996928) | > loss_disc_real_5: 0.2186884582042694 (0.2298263559738795) | > loss_0: 2.3053410053253174 (2.313388188680013) | > loss_gen: 2.2430741786956787 (2.5794827938079834) | > loss_kl: 3.354687213897705 (3.317121426264445) | > loss_feat: 6.9165873527526855 (6.759410858154297) | > loss_mel: 17.118104934692383 (17.908246358235676) | > loss_duration: 2.3761324882507324 (2.4637457529703775) | > loss_1: 32.00858688354492 (33.028008143107094)  --> STEP: 4 | > loss_disc: 2.2730953693389893 (2.303314983844757) | > loss_disc_real_0: 0.16177356243133545 (0.12765533290803432) | > loss_disc_real_1: 0.24733604490756989 (0.2310251221060753) | > loss_disc_real_2: 0.21262282133102417 (0.19494116492569447) | > loss_disc_real_3: 0.2447352558374405 (0.2502470128238201) | > loss_disc_real_4: 0.19998739659786224 (0.24828458949923515) | > loss_disc_real_5: 0.2052266150712967 (0.2236764207482338) | > loss_0: 2.2730953693389893 (2.303314983844757) | > loss_gen: 2.709658145904541 (2.612026631832123) | > loss_kl: 3.1565260887145996 (3.2769725918769836) | > loss_feat: 9.580306053161621 (7.464634656906128) | > loss_mel: 17.422691345214844 (17.78685760498047) | > loss_duration: 2.415379047393799 (2.451654076576233) | > loss_1: 35.28456115722656 (33.59214639663696)  --> STEP: 5 | > loss_disc: 2.587388515472412 (2.360129690170288) | > loss_disc_real_0: 0.18841004371643066 (0.1398062750697136) | > loss_disc_real_1: 0.30291303992271423 (0.2454027056694031) | > loss_disc_real_2: 0.2578969895839691 (0.2075323298573494) | > loss_disc_real_3: 0.26706022024154663 (0.25360965430736543) | > loss_disc_real_4: 0.24576474726200104 (0.24778062105178833) | > loss_disc_real_5: 0.25400158762931824 (0.22974145412445068) | > loss_0: 2.587388515472412 (2.360129690170288) | > loss_gen: 2.575939893722534 (2.604809284210205) | > loss_kl: 3.092235803604126 (3.2400252342224123) | > loss_feat: 5.623556137084961 (7.096418952941894) | > loss_mel: 17.69434928894043 (17.768355941772462) | > loss_duration: 2.341381311416626 (2.4295995235443115) | > loss_1: 31.32746124267578 (33.13920936584473)  --> STEP: 6 | > loss_disc: 2.459007740020752 (2.3766093651453652) | > loss_disc_real_0: 0.093514584004879 (0.1320909932255745) | > loss_disc_real_1: 0.23674188554286957 (0.24395923564831415) | > loss_disc_real_2: 0.27961495518684387 (0.21954610074559847) | > loss_disc_real_3: 0.23705625534057617 (0.25085075447956723) | > loss_disc_real_4: 0.23726963996887207 (0.24602879087130228) | > loss_disc_real_5: 0.2585454285144806 (0.234542116522789) | > loss_0: 2.459007740020752 (2.3766093651453652) | > loss_gen: 2.4343135356903076 (2.5763933261235556) | > loss_kl: 2.901073455810547 (3.183533271153768) | > loss_feat: 5.1683502197265625 (6.775074164072673) | > loss_mel: 17.341556549072266 (17.69722270965576) | > loss_duration: 2.240572452545166 (2.3980950117111206) | > loss_1: 30.085865020751953 (32.6303186416626)  --> STEP: 7 | > loss_disc: 2.2122550010681152 (2.3531301702771867) | > loss_disc_real_0: 0.17715297639369965 (0.1385284193924495) | > loss_disc_real_1: 0.21800701320171356 (0.2402517752987998) | > loss_disc_real_2: 0.2597423493862152 (0.2252884219799723) | > loss_disc_real_3: 0.2697647213935852 (0.25355274975299835) | > loss_disc_real_4: 0.22895728051662445 (0.2435900036777769) | > loss_disc_real_5: 0.24110792577266693 (0.23548008927277156) | > loss_0: 2.2122550010681152 (2.3531301702771867) | > loss_gen: 2.8727424144744873 (2.618728910173689) | > loss_kl: 4.642916202545166 (3.3920165470668246) | > loss_feat: 6.031933784484863 (6.668911252702985) | > loss_mel: 18.378925323486328 (17.79460879734584) | > loss_duration: 2.5266129970550537 (2.416454723903111) | > loss_1: 34.453128814697266 (32.89072009495327)  --> STEP: 8 | > loss_disc: 2.3690319061279297 (2.3551178872585297) | > loss_disc_real_0: 0.19469530880451202 (0.14554928056895733) | > loss_disc_real_1: 0.2701908051967621 (0.24399415403604507) | > loss_disc_real_2: 0.18147772550582886 (0.21981208492070436) | > loss_disc_real_3: 0.22804982960224152 (0.25036488473415375) | > loss_disc_real_4: 0.21385374665260315 (0.23987297154963017) | > loss_disc_real_5: 0.2345692664384842 (0.23536623641848564) | > loss_0: 2.3690319061279297 (2.3551178872585297) | > loss_gen: 2.578075885772705 (2.6136472821235657) | > loss_kl: 3.064765214920044 (3.351110130548477) | > loss_feat: 8.341650009155273 (6.8780035972595215) | > loss_mel: 17.855770111083984 (17.80225396156311) | > loss_duration: 2.2984273433685303 (2.4017013013362885) | > loss_1: 34.13868713378906 (33.04671597480774)  --> STEP: 9 | > loss_disc: 2.5036118030548096 (2.371617211235894) | > loss_disc_real_0: 0.10687723755836487 (0.14125238690111372) | > loss_disc_real_1: 0.22750812768936157 (0.24216237333085802) | > loss_disc_real_2: 0.25978168845176697 (0.22425315197971132) | > loss_disc_real_3: 0.23035599291324615 (0.24814167453183067) | > loss_disc_real_4: 0.20399945974349976 (0.23588702579339346) | > loss_disc_real_5: 0.22322699427604675 (0.23401743173599243) | > loss_0: 2.5036118030548096 (2.371617211235894) | > loss_gen: 2.379533529281616 (2.5876346429189048) | > loss_kl: 2.707620143890381 (3.279611243142022) | > loss_feat: 6.329292297363281 (6.817035675048828) | > loss_mel: 17.57768440246582 (17.777301788330078) | > loss_duration: 2.1763758659362793 (2.3766651418473987) | > loss_1: 31.170507431030273 (32.838248358832466)  --> STEP: 10 | > loss_disc: 2.2284626960754395 (2.3573017597198485) | > loss_disc_real_0: 0.09867032617330551 (0.1369941808283329) | > loss_disc_real_1: 0.229043111205101 (0.24085044711828232) | > loss_disc_real_2: 0.1765257567167282 (0.21948041245341302) | > loss_disc_real_3: 0.17380407452583313 (0.24070791453123092) | > loss_disc_real_4: 0.21872766315937042 (0.23417108952999116) | > loss_disc_real_5: 0.15153273940086365 (0.22576896250247955) | > loss_0: 2.2284626960754395 (2.3573017597198485) | > loss_gen: 2.359726905822754 (2.5648438692092896) | > loss_kl: 3.527411699295044 (3.304391288757324) | > loss_feat: 6.113675594329834 (6.746699666976928) | > loss_mel: 17.709217071533203 (17.77049331665039) | > loss_duration: 2.436422109603882 (2.382640838623047) | > loss_1: 32.14645004272461 (32.76906852722168)  --> STEP: 11 | > loss_disc: 2.4346935749053955 (2.364337379282171) | > loss_disc_real_0: 0.14322245121002197 (0.13756038722666827) | > loss_disc_real_1: 0.1953784078359604 (0.23671662536534396) | > loss_disc_real_2: 0.21644319593906403 (0.21920430186119946) | > loss_disc_real_3: 0.2543099522590637 (0.24194446341557937) | > loss_disc_real_4: 0.23915225267410278 (0.2346239225430922) | > loss_disc_real_5: 0.21841612458229065 (0.22510052269155328) | > loss_0: 2.4346935749053955 (2.364337379282171) | > loss_gen: 2.355468988418579 (2.5458097891374067) | > loss_kl: 3.9825611114501953 (3.3660430908203125) | > loss_feat: 5.465871334075928 (6.630260727622292) | > loss_mel: 15.536087036132812 (17.567365472966973) | > loss_duration: 2.5219154357910156 (2.395302165638317) | > loss_1: 29.86190414428711 (32.50478085604581)  --> STEP: 12 | > loss_disc: 2.5183520317077637 (2.3771719336509705) | > loss_disc_real_0: 0.1360241025686264 (0.13743236350516477) | > loss_disc_real_1: 0.20358595252037048 (0.23395573596159616) | > loss_disc_real_2: 0.292855441570282 (0.22534189683695635) | > loss_disc_real_3: 0.24279899895191193 (0.24201567471027374) | > loss_disc_real_4: 0.20041562616825104 (0.2317732311785221) | > loss_disc_real_5: 0.25895383954048157 (0.227921632428964) | > loss_0: 2.5183520317077637 (2.3771719336509705) | > loss_gen: 2.395085573196411 (2.5332494378089905) | > loss_kl: 2.4988489151000977 (3.2937769095102944) | > loss_feat: 5.997157573699951 (6.577502131462097) | > loss_mel: 17.48695945739746 (17.560664971669514) | > loss_duration: 2.2204556465148926 (2.3807316223780313) | > loss_1: 30.598506927490234 (32.34592469533285)  --> STEP: 13 | > loss_disc: 2.4418296813964844 (2.3821456065544715) | > loss_disc_real_0: 0.1013539582490921 (0.13465710156238997) | > loss_disc_real_1: 0.284458726644516 (0.23784058139874384) | > loss_disc_real_2: 0.2553737163543701 (0.2276520367998343) | > loss_disc_real_3: 0.20616351068019867 (0.2392578159387295) | > loss_disc_real_4: 0.2235795259475708 (0.23114294616075662) | > loss_disc_real_5: 0.19323091208934784 (0.22525311547976273) | > loss_0: 2.4418296813964844 (2.3821456065544715) | > loss_gen: 2.265599012374878 (2.512660943544828) | > loss_kl: 3.056941509246826 (3.27555880179772) | > loss_feat: 7.54179048538208 (6.651678158686711) | > loss_mel: 17.146377563476562 (17.528796709500828) | > loss_duration: 2.2820565700531006 (2.3731412337376523) | > loss_1: 32.292762756347656 (32.341835315410904)  --> STEP: 14 | > loss_disc: 2.47265362739563 (2.388610465185983) | > loss_disc_real_0: 0.14040419459342957 (0.13506760820746422) | > loss_disc_real_1: 0.186006098985672 (0.23413811836923873) | > loss_disc_real_2: 0.1807338297367096 (0.2243007362953254) | > loss_disc_real_3: 0.21070562303066254 (0.2372183735881533) | > loss_disc_real_4: 0.2069384753704071 (0.22941405539001739) | > loss_disc_real_5: 0.20320835709571838 (0.22367848988090241) | > loss_0: 2.47265362739563 (2.388610465185983) | > loss_gen: 2.1780781745910645 (2.488762174333845) | > loss_kl: 3.6889429092407227 (3.305086238043649) | > loss_feat: 8.182815551757812 (6.761045115334647) | > loss_mel: 18.775341033935547 (17.617835589817595) | > loss_duration: 2.4980387687683105 (2.382062486239842) | > loss_1: 35.32321548461914 (32.55479104178292)  --> STEP: 15 | > loss_disc: 2.550527572631836 (2.399404939015706) | > loss_disc_real_0: 0.18768556416034698 (0.1385754719376564) | > loss_disc_real_1: 0.25474944710731506 (0.23551220695177713) | > loss_disc_real_2: 0.23227138817310333 (0.22483211308717727) | > loss_disc_real_3: 0.20923388004302979 (0.23535274068514506) | > loss_disc_real_4: 0.18133433163166046 (0.22620874047279357) | > loss_disc_real_5: 0.31050997972488403 (0.2294672558705012) | > loss_0: 2.550527572631836 (2.399404939015706) | > loss_gen: 2.517648696899414 (2.490687942504883) | > loss_kl: 3.2818613052368164 (3.3035379091898602) | > loss_feat: 9.79338264465332 (6.963200950622559) | > loss_mel: 16.67818832397461 (17.5551924387614) | > loss_duration: 2.410888433456421 (2.3839842160542806) | > loss_1: 34.681968688964844 (32.69660288492838)  --> STEP: 16 | > loss_disc: 2.522951602935791 (2.4071266055107117) | > loss_disc_real_0: 0.15591081976890564 (0.13965893117710948) | > loss_disc_real_1: 0.30382031202316284 (0.23978146351873875) | > loss_disc_real_2: 0.2246842235326767 (0.224822869990021) | > loss_disc_real_3: 0.21910971403121948 (0.2343375515192747) | > loss_disc_real_4: 0.16281719505786896 (0.2222467688843608) | > loss_disc_real_5: 0.19703753292560577 (0.22744039818644524) | > loss_0: 2.522951602935791 (2.4071266055107117) | > loss_gen: 2.3326516151428223 (2.480810672044754) | > loss_kl: 2.9833250045776367 (3.283524602651596) | > loss_feat: 7.292804718017578 (6.983801186084747) | > loss_mel: 16.579627990722656 (17.494219660758976) | > loss_duration: 2.378674030303955 (2.3836523294448853) | > loss_1: 31.56708335876465 (32.62600791454315)  --> STEP: 17 | > loss_disc: 2.5019044876098633 (2.412701775045956) | > loss_disc_real_0: 0.15356524288654327 (0.14047694951295853) | > loss_disc_real_1: 0.29108378291130066 (0.24279924701241887) | > loss_disc_real_2: 0.2771984040737152 (0.22790378375965006) | > loss_disc_real_3: 0.2136128842830658 (0.23311845344655654) | > loss_disc_real_4: 0.2711392045021057 (0.22512279450893402) | > loss_disc_real_5: 0.25652173161506653 (0.22915106485871709) | > loss_0: 2.5019044876098633 (2.412701775045956) | > loss_gen: 2.444471836090088 (2.4786730934591854) | > loss_kl: 2.6463541984558105 (3.246043990640079) | > loss_feat: 5.851771831512451 (6.917211224051083) | > loss_mel: 17.00368881225586 (17.465364904964673) | > loss_duration: 2.4844412803649902 (2.389581091263715) | > loss_1: 30.430728912353516 (32.49687385559082)  --> STEP: 18 | > loss_disc: 2.423283338546753 (2.413289639684889) | > loss_disc_real_0: 0.104510098695755 (0.138478791134225) | > loss_disc_real_1: 0.2702837884426117 (0.2443261659807629) | > loss_disc_real_2: 0.2736593782901764 (0.2304457612335682) | > loss_disc_real_3: 0.21966905891895294 (0.23237126486168969) | > loss_disc_real_4: 0.16326335072517395 (0.22168615874316958) | > loss_disc_real_5: 0.23082156479358673 (0.22924387041065428) | > loss_0: 2.423283338546753 (2.413289639684889) | > loss_gen: 2.418022632598877 (2.4753036234113903) | > loss_kl: 2.772484540939331 (3.219735132323371) | > loss_feat: 8.293883323669434 (6.9936930073632135) | > loss_mel: 19.06515121459961 (17.55424192216661) | > loss_duration: 2.3126330375671387 (2.385306199391683) | > loss_1: 34.86217498779297 (32.628279474046494)  --> STEP: 19 | > loss_disc: 2.2664356231689453 (2.405560480920892) | > loss_disc_real_0: 0.1283656656742096 (0.13794652137317157) | > loss_disc_real_1: 0.18859638273715973 (0.24139301949425748) | > loss_disc_real_2: 0.20039917528629303 (0.2288643619731853) | > loss_disc_real_3: 0.2328745275735855 (0.23239775237284208) | > loss_disc_real_4: 0.18413373827934265 (0.21970971556086288) | > loss_disc_real_5: 0.20293676853179932 (0.22785928610124087) | > loss_0: 2.2664356231689453 (2.405560480920892) | > loss_gen: 2.489002227783203 (2.476024602588854) | > loss_kl: 2.4133121967315674 (3.1772918199238025) | > loss_feat: 8.09445858001709 (7.0516280375028915) | > loss_mel: 17.010330200195312 (17.52561498943128) | > loss_duration: 2.3878121376037598 (2.385438090876529) | > loss_1: 32.39491653442383 (32.615997214066354)  --> STEP: 20 | > loss_disc: 2.535036563873291 (2.412034285068512) | > loss_disc_real_0: 0.1879795342683792 (0.14044817201793194) | > loss_disc_real_1: 0.24382390081882477 (0.24151456356048584) | > loss_disc_real_2: 0.2977779805660248 (0.23231004290282725) | > loss_disc_real_3: 0.22862331569194794 (0.23220903053879738) | > loss_disc_real_4: 0.24534671008586884 (0.2209915652871132) | > loss_disc_real_5: 0.23211640119552612 (0.22807214185595512) | > loss_0: 2.535036563873291 (2.412034285068512) | > loss_gen: 2.5260255336761475 (2.478524649143219) | > loss_kl: 2.622563362121582 (3.1495553970336916) | > loss_feat: 5.5440144538879395 (6.976247358322143) | > loss_mel: 17.54451560974121 (17.526560020446773) | > loss_duration: 2.3496832847595215 (2.3836503505706785) | > loss_1: 30.586803436279297 (32.514537525177005)  --> STEP: 21 | > loss_disc: 2.3746447563171387 (2.4102538313184465) | > loss_disc_real_0: 0.14531606435775757 (0.1406799764150665) | > loss_disc_real_1: 0.25817176699638367 (0.2423077637241) | > loss_disc_real_2: 0.1742231249809265 (0.22954399919226057) | > loss_disc_real_3: 0.2551752030849457 (0.2333026578028997) | > loss_disc_real_4: 0.26847782731056213 (0.22325281585965837) | > loss_disc_real_5: 0.25601208209991455 (0.22940261520090557) | > loss_0: 2.3746447563171387 (2.4102538313184465) | > loss_gen: 2.5409998893737793 (2.4814996605827693) | > loss_kl: 2.460928201675415 (3.1167636258261546) | > loss_feat: 5.7921342849731445 (6.919861021496001) | > loss_mel: 14.8007173538208 (17.396757988702678) | > loss_duration: 2.121338129043579 (2.3711592924027216) | > loss_1: 27.71611785888672 (32.28604135059175)  --> STEP: 22 | > loss_disc: 2.403226852416992 (2.4099344231865625) | > loss_disc_real_0: 0.1533149778842926 (0.14125429466366768) | > loss_disc_real_1: 0.19315560162067413 (0.24007357453758066) | > loss_disc_real_2: 0.2289363294839859 (0.22951637784188444) | > loss_disc_real_3: 0.2374592125415802 (0.23349159210920334) | > loss_disc_real_4: 0.2738994061946869 (0.22555493360215967) | > loss_disc_real_5: 0.27863460779190063 (0.2316404330459508) | > loss_0: 2.403226852416992 (2.4099344231865625) | > loss_gen: 2.5588953495025635 (2.48501764644276) | > loss_kl: 2.0820648670196533 (3.0697318640622226) | > loss_feat: 7.123412609100342 (6.929113366387107) | > loss_mel: 16.474205017089844 (17.354823762720276) | > loss_duration: 2.2122702598571777 (2.3639370636506514) | > loss_1: 30.450849533081055 (32.2026235407049)  --> STEP: 23 | > loss_disc: 2.3667986392974854 (2.4080589543218203) | > loss_disc_real_0: 0.15575361251831055 (0.1418846997877826) | > loss_disc_real_1: 0.21582955121994019 (0.23901948656724847) | > loss_disc_real_2: 0.2421914041042328 (0.2300674659402474) | > loss_disc_real_3: 0.23475724458694458 (0.23354662047780078) | > loss_disc_real_4: 0.1694728136062622 (0.22311658055885977) | > loss_disc_real_5: 0.17657391726970673 (0.22924623670785324) | > loss_0: 2.3667986392974854 (2.4080589543218203) | > loss_gen: 2.3903398513793945 (2.4809012205704395) | > loss_kl: 2.784458637237549 (3.057328680287237) | > loss_feat: 7.4586052894592285 (6.952134754346765) | > loss_mel: 16.82634925842285 (17.33184661035952) | > loss_duration: 2.3333654403686523 (2.3626078626383906) | > loss_1: 31.79311752319336 (32.184818931247875)  --> STEP: 24 | > loss_disc: 2.461759090423584 (2.4102964599927272) | > loss_disc_real_0: 0.18899674713611603 (0.1438477017606298) | > loss_disc_real_1: 0.22253680229187012 (0.23833270805577436) | > loss_disc_real_2: 0.259620726108551 (0.2312988517805934) | > loss_disc_real_3: 0.2606540322303772 (0.23467609596749148) | > loss_disc_real_4: 0.2579939365386963 (0.2245698037246863) | > loss_disc_real_5: 0.24539148807525635 (0.22991895551482835) | > loss_0: 2.461759090423584 (2.4102964599927272) | > loss_gen: 2.7696104049682617 (2.4929307699203487) | > loss_kl: 2.5894148349761963 (3.0378322700659433) | > loss_feat: 8.93766975402832 (7.034865379333496) | > loss_mel: 18.2241153717041 (17.369024475415543) | > loss_duration: 2.433946132659912 (2.365580290555954) | > loss_1: 34.95475387573242 (32.300232887268066)  --> STEP: 25 | > loss_disc: 2.402190685272217 (2.4099722290039067) | > loss_disc_real_0: 0.11450723558664322 (0.14267408311367036) | > loss_disc_real_1: 0.21438656747341156 (0.23737486243247985) | > loss_disc_real_2: 0.14830845594406128 (0.2279792359471321) | > loss_disc_real_3: 0.22702373564243317 (0.23437000155448914) | > loss_disc_real_4: 0.210699200630188 (0.22401497960090638) | > loss_disc_real_5: 0.21303755044937134 (0.2292436993122101) | > loss_0: 2.402190685272217 (2.4099722290039067) | > loss_gen: 2.164228677749634 (2.47978268623352) | > loss_kl: 3.3659873008728027 (3.050958471298218) | > loss_feat: 6.416812896728516 (7.010143280029297) | > loss_mel: 14.428072929382324 (17.251386413574213) | > loss_duration: 2.411684513092041 (2.3674244594573977) | > loss_1: 28.786785125732422 (32.15969497680664)  --> STEP: 26 | > loss_disc: 2.7471706867218018 (2.422941400454595) | > loss_disc_real_0: 0.17743125557899475 (0.14401089743925974) | > loss_disc_real_1: 0.20386159420013428 (0.23608589057738966) | > loss_disc_real_2: 0.29016706347465515 (0.23037107546742147) | > loss_disc_real_3: 0.21845369040966034 (0.2337578357412265) | > loss_disc_real_4: 0.30098244547843933 (0.22697526675004226) | > loss_disc_real_5: 0.20740947127342224 (0.22840392131071824) | > loss_0: 2.7471706867218018 (2.422941400454595) | > loss_gen: 1.9273786544799805 (2.4585363773199225) | > loss_kl: 2.3235981464385986 (3.0229830741882324) | > loss_feat: 2.442234754562378 (6.834454490588262) | > loss_mel: 13.125655174255371 (17.09270444283118) | > loss_duration: 2.3199286460876465 (2.365597697404715) | > loss_1: 22.138795852661133 (31.77427577972412) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024083577669583834 (-4.295202401968269e-05) | > avg_loss_disc: 2.422941400454595 (-0.1388474794534531) | > avg_loss_disc_real_0: 0.14401089743925974 (+0.01995562102932194) | > avg_loss_disc_real_1: 0.23608589057738966 (-0.008740503914081127) | > avg_loss_disc_real_2: 0.23037107546742147 (-0.05243152007460594) | > avg_loss_disc_real_3: 0.2337578357412265 (-0.004019826650619507) | > avg_loss_disc_real_4: 0.22697526675004226 (-0.03015479445457464) | > avg_loss_disc_real_5: 0.22840392131071824 (-0.052894826691884334) | > avg_loss_0: 2.422941400454595 (-0.1388474794534531) | > avg_loss_gen: 2.4585363773199225 (+0.10018713199175355) | > avg_loss_kl: 3.0229830741882324 (+0.12060270859644984) | > avg_loss_feat: 6.834454490588262 (+0.3823751027767477) | > avg_loss_mel: 17.09270444283118 (-0.0020316197322003404) | > avg_loss_duration: 2.365597697404715 (-0.018306723007787795) | > avg_loss_1: 31.77427577972412 (+0.5828262475820694)  > EPOCH: 927/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:21:07)   --> TIME: 2024-06-12 08:21:13 -- STEP: 14/330 -- GLOBAL_STEP: 393925 | > loss_disc: 2.386090040206909 (2.3561865091323853) | > loss_disc_real_0: 0.10401472449302673 (0.10288268061620849) | > loss_disc_real_1: 0.20530633628368378 (0.19921905334506715) | > loss_disc_real_2: 0.2283545583486557 (0.21423903107643127) | > loss_disc_real_3: 0.25898170471191406 (0.22581525892019272) | > loss_disc_real_4: 0.2356383502483368 (0.22577864783150808) | > loss_disc_real_5: 0.2185748666524887 (0.21728074976376124) | > loss_0: 2.386090040206909 (2.3561865091323853) | > grad_norm_0: tensor(9.7587, device='cuda:0') (tensor(9.3480, device='cuda:0')) | > loss_gen: 2.591130018234253 (2.4909100532531734) | > loss_kl: 1.8006595373153687 (1.8934985484395708) | > loss_feat: 6.505600452423096 (6.8678363391331265) | > loss_mel: 16.3284969329834 (17.485452924455917) | > loss_duration: 1.9976537227630615 (2.0438490424837386) | > loss_1: 29.223541259765625 (30.781547001429967) | > grad_norm_1: tensor(139.9004, device='cuda:0') (tensor(87.4195, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3399 (0.35835637365068707) | > loader_time: 0.0029 (0.0032528979437691824)  --> TIME: 2024-06-12 08:21:23 -- STEP: 39/330 -- GLOBAL_STEP: 393950 | > loss_disc: 2.3269240856170654 (2.3340868094028564) | > loss_disc_real_0: 0.08958818018436432 (0.10574007550111184) | > loss_disc_real_1: 0.19984757900238037 (0.19656028846899673) | > loss_disc_real_2: 0.22122608125209808 (0.20847993477796897) | > loss_disc_real_3: 0.21054582297801971 (0.227909280703618) | > loss_disc_real_4: 0.24375902116298676 (0.22906301762813178) | > loss_disc_real_5: 0.24608829617500305 (0.22355953546670768) | > loss_0: 2.3269240856170654 (2.3340868094028564) | > grad_norm_0: tensor(5.6281, device='cuda:0') (tensor(8.7880, device='cuda:0')) | > loss_gen: 2.448653221130371 (2.5066677423623887) | > loss_kl: 1.8612840175628662 (1.9511841046504486) | > loss_feat: 6.778677940368652 (7.014502806541247) | > loss_mel: 16.70166015625 (17.271052384987854) | > loss_duration: 1.954181432723999 (1.9927015763062697) | > loss_1: 29.744457244873047 (30.736108633188103) | > grad_norm_1: tensor(67.7321, device='cuda:0') (tensor(80.8178, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3854 (0.3716846490517641) | > loader_time: 0.0035 (0.0035057556934845755)  --> TIME: 2024-06-12 08:21:33 -- STEP: 64/330 -- GLOBAL_STEP: 393975 | > loss_disc: 2.3068246841430664 (2.33467561006546) | > loss_disc_real_0: 0.10213543474674225 (0.10608970641624182) | > loss_disc_real_1: 0.19828036427497864 (0.19596787751652303) | > loss_disc_real_2: 0.21745406091213226 (0.2076173578388989) | > loss_disc_real_3: 0.23817969858646393 (0.22771847038529813) | > loss_disc_real_4: 0.24639566242694855 (0.2304348791949451) | > loss_disc_real_5: 0.2217825949192047 (0.2240547954570502) | > loss_0: 2.3068246841430664 (2.33467561006546) | > grad_norm_0: tensor(12.0452, device='cuda:0') (tensor(8.3516, device='cuda:0')) | > loss_gen: 2.551179885864258 (2.5062546469271183) | > loss_kl: 2.144737958908081 (1.9862266015261412) | > loss_feat: 7.124169826507568 (7.0104014575481415) | > loss_mel: 17.360307693481445 (17.201865285634998) | > loss_duration: 1.9830965995788574 (1.9794035237282515) | > loss_1: 31.16349220275879 (30.684151500463486) | > grad_norm_1: tensor(165.4908, device='cuda:0') (tensor(73.9457, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3882 (0.3794872723519802) | > loader_time: 0.0038 (0.0037244707345962524)  --> TIME: 2024-06-12 08:21:43 -- STEP: 89/330 -- GLOBAL_STEP: 394000 | > loss_disc: 2.404372215270996 (2.3436925545167395) | > loss_disc_real_0: 0.10440391302108765 (0.10884140540709657) | > loss_disc_real_1: 0.1852569282054901 (0.1975391862097751) | > loss_disc_real_2: 0.2602033019065857 (0.20750724599602516) | > loss_disc_real_3: 0.2250429093837738 (0.22756133940112724) | > loss_disc_real_4: 0.22119195759296417 (0.22994320797786283) | > loss_disc_real_5: 0.21076005697250366 (0.2239435656686847) | > loss_0: 2.404372215270996 (2.3436925545167395) | > grad_norm_0: tensor(8.5638, device='cuda:0') (tensor(8.3132, device='cuda:0')) | > loss_gen: 2.449676275253296 (2.488069735216291) | > loss_kl: 1.9658933877944946 (1.9910118981693568) | > loss_feat: 6.73269510269165 (6.955475335710504) | > loss_mel: 16.865036010742188 (17.126562975765623) | > loss_duration: 2.0021283626556396 (1.9757004708386539) | > loss_1: 30.015430450439453 (30.536820443828454) | > grad_norm_1: tensor(44.2064, device='cuda:0') (tensor(73.1205, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3914 (0.3805805993883796) | > loader_time: 0.0037 (0.003821780172626624) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_394000.pth  --> TIME: 2024-06-12 08:21:58 -- STEP: 114/330 -- GLOBAL_STEP: 394025 | > loss_disc: 2.426345109939575 (2.3485394716262826) | > loss_disc_real_0: 0.09139344096183777 (0.1094219113389651) | > loss_disc_real_1: 0.20229198038578033 (0.1978026386677173) | > loss_disc_real_2: 0.21175168454647064 (0.20828655688909062) | > loss_disc_real_3: 0.22441649436950684 (0.22815311451752981) | > loss_disc_real_4: 0.24702003598213196 (0.23124017880151146) | > loss_disc_real_5: 0.22024939954280853 (0.22398800860371507) | > loss_0: 2.426345109939575 (2.3485394716262826) | > grad_norm_0: tensor(7.3651, device='cuda:0') (tensor(8.2572, device='cuda:0')) | > loss_gen: 2.409331798553467 (2.485310429020931) | > loss_kl: 2.3118088245391846 (2.006066332783615) | > loss_feat: 6.739933013916016 (6.961268161472521) | > loss_mel: 17.031173706054688 (17.094127487718016) | > loss_duration: 1.9876620769500732 (1.97817700892164) | > loss_1: 30.479909896850586 (30.524949441876327) | > grad_norm_1: tensor(68.4658, device='cuda:0') (tensor(73.6777, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3679 (0.38083892956114646) | > loader_time: 0.0041 (0.003878610175952577)  --> TIME: 2024-06-12 08:22:07 -- STEP: 139/330 -- GLOBAL_STEP: 394050 | > loss_disc: 2.3023147583007812 (2.356007589710703) | > loss_disc_real_0: 0.1617353856563568 (0.11103615920535094) | > loss_disc_real_1: 0.19309373199939728 (0.19775100513327892) | > loss_disc_real_2: 0.20734278857707977 (0.2093044567665608) | > loss_disc_real_3: 0.21957841515541077 (0.22871350159319184) | > loss_disc_real_4: 0.22962301969528198 (0.23164916606686956) | > loss_disc_real_5: 0.21850858628749847 (0.22442293242156078) | > loss_0: 2.3023147583007812 (2.356007589710703) | > grad_norm_0: tensor(16.3396, device='cuda:0') (tensor(8.5847, device='cuda:0')) | > loss_gen: 2.413665294647217 (2.4781841854397335) | > loss_kl: 2.1311137676239014 (2.0154990197943268) | > loss_feat: 7.236278057098389 (6.956910157375199) | > loss_mel: 16.743017196655273 (17.094506201984213) | > loss_duration: 2.0588996410369873 (1.9842512590422048) | > loss_1: 30.58297348022461 (30.52935082963902) | > grad_norm_1: tensor(116.7881, device='cuda:0') (tensor(75.8975, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3678 (0.379717946910172) | > loader_time: 0.0045 (0.003919718076856874)  --> TIME: 2024-06-12 08:22:17 -- STEP: 164/330 -- GLOBAL_STEP: 394075 | > loss_disc: 2.375251293182373 (2.356403688105142) | > loss_disc_real_0: 0.10874918848276138 (0.11225187342341353) | > loss_disc_real_1: 0.19817087054252625 (0.19720924909158455) | > loss_disc_real_2: 0.19935496151447296 (0.20927959762331916) | > loss_disc_real_3: 0.23018617928028107 (0.22880850196248148) | > loss_disc_real_4: 0.2453896403312683 (0.23138501604155795) | > loss_disc_real_5: 0.2359555959701538 (0.22407439887160208) | > loss_0: 2.375251293182373 (2.356403688105142) | > grad_norm_0: tensor(10.0381, device='cuda:0') (tensor(9.0449, device='cuda:0')) | > loss_gen: 2.411322832107544 (2.475793876299045) | > loss_kl: 2.015573024749756 (2.02285231831597) | > loss_feat: 7.0943522453308105 (6.966362682784476) | > loss_mel: 17.101625442504883 (17.08176552377096) | > loss_duration: 2.066812515258789 (1.9893886148929596) | > loss_1: 30.689687728881836 (30.536163050953935) | > grad_norm_1: tensor(82.2174, device='cuda:0') (tensor(86.2447, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.3869 (0.3810473128062922) | > loader_time: 0.004 (0.003984426579824306)  --> TIME: 2024-06-12 08:22:27 -- STEP: 189/330 -- GLOBAL_STEP: 394100 | > loss_disc: 2.334519386291504 (2.357228460766022) | > loss_disc_real_0: 0.11766456067562103 (0.11308840271972474) | > loss_disc_real_1: 0.16397491097450256 (0.1965090382509131) | > loss_disc_real_2: 0.19023475050926208 (0.20966107875266404) | > loss_disc_real_3: 0.22126443684101105 (0.22899403300865617) | > loss_disc_real_4: 0.23331572115421295 (0.23144000800198347) | > loss_disc_real_5: 0.21651780605316162 (0.2236317439527108) | > loss_0: 2.334519386291504 (2.357228460766022) | > grad_norm_0: tensor(22.9547, device='cuda:0') (tensor(9.9674, device='cuda:0')) | > loss_gen: 2.5483028888702393 (2.4772999879544386) | > loss_kl: 1.9748306274414062 (2.021951121627968) | > loss_feat: 6.932161808013916 (6.974570011966443) | > loss_mel: 15.956271171569824 (17.06666250582094) | > loss_duration: 2.0788631439208984 (1.9976560003543027) | > loss_1: 29.490428924560547 (30.538139635923677) | > grad_norm_1: tensor(400.3833, device='cuda:0') (tensor(102.1528, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.4039 (0.38378588232413785) | > loader_time: 0.0056 (0.0041085904237454516)  --> TIME: 2024-06-12 08:22:38 -- STEP: 214/330 -- GLOBAL_STEP: 394125 | > loss_disc: 2.360997200012207 (2.3597550102483464) | > loss_disc_real_0: 0.10211792588233948 (0.11388228381070022) | > loss_disc_real_1: 0.18292126059532166 (0.1963547422924889) | > loss_disc_real_2: 0.2670406103134155 (0.210419163107872) | > loss_disc_real_3: 0.20055219531059265 (0.22943970595843324) | > loss_disc_real_4: 0.23103420436382294 (0.23143933671657171) | > loss_disc_real_5: 0.19457386434078217 (0.22375289427342815) | > loss_0: 2.360997200012207 (2.3597550102483464) | > grad_norm_0: tensor(38.6656, device='cuda:0') (tensor(11.6993, device='cuda:0')) | > loss_gen: 2.3390586376190186 (2.4772700494694937) | > loss_kl: 1.9848151206970215 (2.0245995577250655) | > loss_feat: 6.69382381439209 (6.978979195389792) | > loss_mel: 16.84453582763672 (17.045012295803176) | > loss_duration: 2.111515760421753 (2.0060073805746623) | > loss_1: 29.97374725341797 (30.53186849790199) | > grad_norm_1: tensor(425.4626, device='cuda:0') (tensor(127.1790, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.4024 (0.3859897785097638) | > loader_time: 0.0055 (0.004219663477389612)  --> TIME: 2024-06-12 08:22:48 -- STEP: 239/330 -- GLOBAL_STEP: 394150 | > loss_disc: 2.2651240825653076 (2.35870694715109) | > loss_disc_real_0: 0.09476728737354279 (0.11461927065290667) | > loss_disc_real_1: 0.21993723511695862 (0.19631279749351568) | > loss_disc_real_2: 0.26119154691696167 (0.21039744095572865) | > loss_disc_real_3: 0.25722166895866394 (0.22935073713627818) | > loss_disc_real_4: 0.22940155863761902 (0.2312419349054911) | > loss_disc_real_5: 0.19092613458633423 (0.22306087706627706) | > loss_0: 2.2651240825653076 (2.35870694715109) | > grad_norm_0: tensor(25.1849, device='cuda:0') (tensor(13.2660, device='cuda:0')) | > loss_gen: 2.8445584774017334 (2.483629648655529) | > loss_kl: 2.0587377548217773 (2.0290111832040107) | > loss_feat: 7.238776683807373 (6.986135630428043) | > loss_mel: 16.932355880737305 (17.028768786825385) | > loss_duration: 2.06384015083313 (2.015017159314335) | > loss_1: 31.138269424438477 (30.54256244483852) | > grad_norm_1: tensor(449.9718, device='cuda:0') (tensor(153.6853, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.4109 (0.38885742750127933) | > loader_time: 0.0052 (0.004340057093728035)  --> TIME: 2024-06-12 08:22:59 -- STEP: 264/330 -- GLOBAL_STEP: 394175 | > loss_disc: 2.3835978507995605 (2.3604806679667867) | > loss_disc_real_0: 0.09919310361146927 (0.11518160931088707) | > loss_disc_real_1: 0.1881958693265915 (0.19650257548147984) | > loss_disc_real_2: 0.21817219257354736 (0.21053734015334735) | > loss_disc_real_3: 0.22708749771118164 (0.2295264010740952) | > loss_disc_real_4: 0.24390637874603271 (0.2316190033699527) | > loss_disc_real_5: 0.2309596985578537 (0.2217014284070694) | > loss_0: 2.3835978507995605 (2.3604806679667867) | > grad_norm_0: tensor(40.9462, device='cuda:0') (tensor(15.5988, device='cuda:0')) | > loss_gen: 2.572923183441162 (2.4917872204925082) | > loss_kl: 2.0225720405578613 (2.0324025438590465) | > loss_feat: 6.72080135345459 (7.006255272663001) | > loss_mel: 15.8834867477417 (16.99252222884784) | > loss_duration: 2.1427109241485596 (2.023766611561631) | > loss_1: 29.342496871948242 (30.546733913999617) | > grad_norm_1: tensor(652.9871, device='cuda:0') (tensor(184.5735, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.4333 (0.39226834159908863) | > loader_time: 0.0059 (0.0044651474013473035)  --> TIME: 2024-06-12 08:23:11 -- STEP: 289/330 -- GLOBAL_STEP: 394200 | > loss_disc: 2.408276081085205 (2.3627132750712483) | > loss_disc_real_0: 0.14283031225204468 (0.11633799036893877) | > loss_disc_real_1: 0.18181221187114716 (0.1965908593784979) | > loss_disc_real_2: 0.18262743949890137 (0.210730633727407) | > loss_disc_real_3: 0.21939416229724884 (0.22980961167482356) | > loss_disc_real_4: 0.21720485389232635 (0.23151209228591524) | > loss_disc_real_5: 0.2096843272447586 (0.22120552548693953) | > loss_0: 2.408276081085205 (2.3627132750712483) | > grad_norm_0: tensor(30.8569, device='cuda:0') (tensor(16.7504, device='cuda:0')) | > loss_gen: 2.3600869178771973 (2.4894459684827344) | > loss_kl: 2.122938394546509 (2.037135853486901) | > loss_feat: 7.627047061920166 (7.015301979949317) | > loss_mel: 15.398811340332031 (16.93879129482386) | > loss_duration: 2.1577091217041016 (2.0338271843933327) | > loss_1: 29.66659164428711 (30.514502304235545) | > grad_norm_1: tensor(432.2486, device='cuda:0') (tensor(209.1068, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.447 (0.3969373406010927) | > loader_time: 0.0066 (0.004606727085311519)  --> TIME: 2024-06-12 08:23:24 -- STEP: 314/330 -- GLOBAL_STEP: 394225 | > loss_disc: 2.385897636413574 (2.3666641621073365) | > loss_disc_real_0: 0.14680370688438416 (0.11849741803802502) | > loss_disc_real_1: 0.17557492852210999 (0.1970882548648081) | > loss_disc_real_2: 0.23139606416225433 (0.21098598904290777) | > loss_disc_real_3: 0.24065160751342773 (0.22974986848747656) | > loss_disc_real_4: 0.25688204169273376 (0.23170221421369322) | > loss_disc_real_5: 0.20558547973632812 (0.22130512968180285) | > loss_0: 2.385897636413574 (2.3666641621073365) | > grad_norm_0: tensor(45.4636, device='cuda:0') (tensor(17.8550, device='cuda:0')) | > loss_gen: 2.4961090087890625 (2.486461577901415) | > loss_kl: 2.053086519241333 (2.039094266618131) | > loss_feat: 6.974185466766357 (7.0173364475274544) | > loss_mel: 16.60903549194336 (16.91003834973474) | > loss_duration: 2.2422609329223633 (2.0470057627198073) | > loss_1: 30.374675750732422 (30.49993639539002) | > grad_norm_1: tensor(614.7090, device='cuda:0') (tensor(225.6378, device='cuda:0')) | > current_lr_0: 0.0001781160178697198 | > current_lr_1: 0.0001781160178697198 | > step_time: 0.5282 (0.40544305637383904) | > loader_time: 0.0082 (0.0048035223772571285)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7467076778411865 (2.7467076778411865) | > loss_disc_real_0: 0.149416983127594 (0.149416983127594) | > loss_disc_real_1: 0.2573030889034271 (0.2573030889034271) | > loss_disc_real_2: 0.2558116316795349 (0.2558116316795349) | > loss_disc_real_3: 0.24074293673038483 (0.24074293673038483) | > loss_disc_real_4: 0.2958149015903473 (0.2958149015903473) | > loss_disc_real_5: 0.3093007802963257 (0.3093007802963257) | > loss_0: 2.7467076778411865 (2.7467076778411865) | > loss_gen: 2.158510446548462 (2.158510446548462) | > loss_kl: 3.73616099357605 (3.73616099357605) | > loss_feat: 4.610414505004883 (4.610414505004883) | > loss_mel: 13.69607925415039 (13.69607925415039) | > loss_duration: 3.1903765201568604 (3.1903765201568604) | > loss_1: 27.391542434692383 (27.391542434692383)  --> STEP: 1 | > loss_disc: 2.290893077850342 (2.290893077850342) | > loss_disc_real_0: 0.1376567929983139 (0.1376567929983139) | > loss_disc_real_1: 0.26895004510879517 (0.26895004510879517) | > loss_disc_real_2: 0.23720479011535645 (0.23720479011535645) | > loss_disc_real_3: 0.20914466679096222 (0.20914466679096222) | > loss_disc_real_4: 0.18848782777786255 (0.18848782777786255) | > loss_disc_real_5: 0.18698200583457947 (0.18698200583457947) | > loss_0: 2.290893077850342 (2.290893077850342) | > loss_gen: 2.3254175186157227 (2.3254175186157227) | > loss_kl: 2.8469483852386475 (2.8469483852386475) | > loss_feat: 5.329939842224121 (5.329939842224121) | > loss_mel: 15.14427375793457 (15.14427375793457) | > loss_duration: 2.5195231437683105 (2.5195231437683105) | > loss_1: 28.16610336303711 (28.16610336303711)  --> STEP: 2 | > loss_disc: 2.5358664989471436 (2.4133797883987427) | > loss_disc_real_0: 0.11896456032991409 (0.128310676664114) | > loss_disc_real_1: 0.24361351132392883 (0.256281778216362) | > loss_disc_real_2: 0.145625039935112 (0.19141491502523422) | > loss_disc_real_3: 0.22048769891262054 (0.21481618285179138) | > loss_disc_real_4: 0.3147195875644684 (0.25160370767116547) | > loss_disc_real_5: 0.3602031171321869 (0.2735925614833832) | > loss_0: 2.5358664989471436 (2.4133797883987427) | > loss_gen: 2.321171998977661 (2.323294758796692) | > loss_kl: 3.2345614433288574 (3.0407549142837524) | > loss_feat: 6.426675796508789 (5.878307819366455) | > loss_mel: 19.099191665649414 (17.121732711791992) | > loss_duration: 2.4578518867492676 (2.488687515258789) | > loss_1: 33.53945541381836 (30.852779388427734)  --> STEP: 3 | > loss_disc: 2.3072638511657715 (2.3780078093210855) | > loss_disc_real_0: 0.11586090922355652 (0.12416075418392818) | > loss_disc_real_1: 0.196183979511261 (0.236249178647995) | > loss_disc_real_2: 0.19202938675880432 (0.19161973893642426) | > loss_disc_real_3: 0.2488844096660614 (0.22617225845654806) | > loss_disc_real_4: 0.25420254468917847 (0.2524699866771698) | > loss_disc_real_5: 0.3405592143535614 (0.29591477910677594) | > loss_0: 2.3072638511657715 (2.3780078093210855) | > loss_gen: 2.780660390853882 (2.475749969482422) | > loss_kl: 3.6715307235717773 (3.2510135173797607) | > loss_feat: 7.1528639793396 (6.303159872690837) | > loss_mel: 17.919254302978516 (17.3875732421875) | > loss_duration: 2.359384298324585 (2.4455864429473877) | > loss_1: 33.88369369506836 (31.86308415730794)  --> STEP: 4 | > loss_disc: 2.430464744567871 (2.391122043132782) | > loss_disc_real_0: 0.10053201019763947 (0.118253568187356) | > loss_disc_real_1: 0.27973058819770813 (0.24711953103542328) | > loss_disc_real_2: 0.21565556526184082 (0.1976286955177784) | > loss_disc_real_3: 0.25798100233078003 (0.23412444442510605) | > loss_disc_real_4: 0.23825646936893463 (0.248916607350111) | > loss_disc_real_5: 0.2749714255332947 (0.2906789407134056) | > loss_0: 2.430464744567871 (2.391122043132782) | > loss_gen: 2.544018268585205 (2.4928170442581177) | > loss_kl: 3.814680814743042 (3.391930341720581) | > loss_feat: 6.573155879974365 (6.370658874511719) | > loss_mel: 17.60645866394043 (17.442294597625732) | > loss_duration: 2.4693126678466797 (2.4515179991722107) | > loss_1: 33.007625579833984 (32.14921951293945)  --> STEP: 5 | > loss_disc: 2.4635534286499023 (2.405608320236206) | > loss_disc_real_0: 0.1552014946937561 (0.12564315348863603) | > loss_disc_real_1: 0.236690491437912 (0.24503372311592103) | > loss_disc_real_2: 0.21278318762779236 (0.2006595939397812) | > loss_disc_real_3: 0.31851157546043396 (0.2510018706321716) | > loss_disc_real_4: 0.2393748164176941 (0.24700824916362762) | > loss_disc_real_5: 0.26444703340530396 (0.2854325592517853) | > loss_0: 2.4635534286499023 (2.405608320236206) | > loss_gen: 2.500394105911255 (2.494332456588745) | > loss_kl: 2.4847776889801025 (3.210499811172485) | > loss_feat: 5.375796318054199 (6.171686363220215) | > loss_mel: 18.274383544921875 (17.60871238708496) | > loss_duration: 2.3400986194610596 (2.4292341232299806) | > loss_1: 30.97545051574707 (31.914465713500977)  --> STEP: 6 | > loss_disc: 2.633462429046631 (2.4435840050379434) | > loss_disc_real_0: 0.10987181961536407 (0.1230145978430907) | > loss_disc_real_1: 0.3549821674823761 (0.2633584638436635) | > loss_disc_real_2: 0.25070512294769287 (0.2090005154410998) | > loss_disc_real_3: 0.32450905442237854 (0.26325306793053943) | > loss_disc_real_4: 0.3272581398487091 (0.2603832309444745) | > loss_disc_real_5: 0.26484984159469604 (0.2820021063089371) | > loss_0: 2.633462429046631 (2.4435840050379434) | > loss_gen: 2.8605153560638428 (2.5553629398345947) | > loss_kl: 3.887171983718872 (3.3232785065968833) | > loss_feat: 7.046346664428711 (6.317463080088298) | > loss_mel: 18.352148056030273 (17.73261833190918) | > loss_duration: 2.217514991760254 (2.3939476013183594) | > loss_1: 34.36369705200195 (32.32267093658447)  --> STEP: 7 | > loss_disc: 2.474520206451416 (2.4480034623827254) | > loss_disc_real_0: 0.09542670845985413 (0.11907347078834261) | > loss_disc_real_1: 0.2029569298028946 (0.2547296732664108) | > loss_disc_real_2: 0.27973055839538574 (0.21910480729171208) | > loss_disc_real_3: 0.2598174512386322 (0.26276226554598126) | > loss_disc_real_4: 0.2355463057756424 (0.2568350987774985) | > loss_disc_real_5: 0.21421636641025543 (0.272318429180554) | > loss_0: 2.474520206451416 (2.4480034623827254) | > loss_gen: 2.258134603500366 (2.5129017489297047) | > loss_kl: 4.674893856048584 (3.516366413661412) | > loss_feat: 6.526121139526367 (6.347271374293736) | > loss_mel: 17.4855899810791 (17.697328567504883) | > loss_duration: 2.522383689880371 (2.4122956139700755) | > loss_1: 33.467124938964844 (32.48616436549595)  --> STEP: 8 | > loss_disc: 2.0649125576019287 (2.4001170992851257) | > loss_disc_real_0: 0.16550400853157043 (0.12487728800624609) | > loss_disc_real_1: 0.1940026432275772 (0.24713879451155663) | > loss_disc_real_2: 0.1623946726322174 (0.21201604045927525) | > loss_disc_real_3: 0.19255097210407257 (0.2539858538657427) | > loss_disc_real_4: 0.225868821144104 (0.2529643140733242) | > loss_disc_real_5: 0.21335169672966003 (0.26494758762419224) | > loss_0: 2.0649125576019287 (2.4001170992851257) | > loss_gen: 2.7735867500305176 (2.5454873740673065) | > loss_kl: 3.3215410709381104 (3.492013245820999) | > loss_feat: 7.748499393463135 (6.522424876689911) | > loss_mel: 17.927047729492188 (17.726043462753296) | > loss_duration: 2.285759925842285 (2.3964786529541016) | > loss_1: 34.056434631347656 (32.68244814872742)  --> STEP: 9 | > loss_disc: 2.582455635070801 (2.420376936594645) | > loss_disc_real_0: 0.2627064883708954 (0.14019164360231823) | > loss_disc_real_1: 0.3108401298522949 (0.25421672066052753) | > loss_disc_real_2: 0.21195627748966217 (0.21200940012931824) | > loss_disc_real_3: 0.28247082233428955 (0.2571508503622479) | > loss_disc_real_4: 0.31223785877227783 (0.25955026348431903) | > loss_disc_real_5: 0.2999102771282196 (0.2688323309024175) | > loss_0: 2.582455635070801 (2.420376936594645) | > loss_gen: 2.8873183727264404 (2.5834685961405435) | > loss_kl: 2.1304218769073486 (3.3407253159417047) | > loss_feat: 9.688556671142578 (6.874217298295763) | > loss_mel: 17.41635513305664 (17.691633648342556) | > loss_duration: 2.1974453926086426 (2.3743638462490506) | > loss_1: 34.32009506225586 (32.86440891689725)  --> STEP: 10 | > loss_disc: 2.3490803241729736 (2.413247275352478) | > loss_disc_real_0: 0.2308921366930008 (0.1492616929113865) | > loss_disc_real_1: 0.2646184265613556 (0.25525689125061035) | > loss_disc_real_2: 0.2504655420780182 (0.21585501432418824) | > loss_disc_real_3: 0.25765591859817505 (0.2572013571858406) | > loss_disc_real_4: 0.22969508171081543 (0.2565647453069687) | > loss_disc_real_5: 0.22639991343021393 (0.26458908915519713) | > loss_0: 2.3490803241729736 (2.413247275352478) | > loss_gen: 2.7238683700561523 (2.5975085735321044) | > loss_kl: 2.8267781734466553 (3.2893306016921997) | > loss_feat: 6.5137152671813965 (6.8381670951843265) | > loss_mel: 17.41587257385254 (17.664057540893555) | > loss_duration: 2.390613555908203 (2.375988817214966) | > loss_1: 31.870849609375 (32.76505298614502)  --> STEP: 11 | > loss_disc: 2.424686908721924 (2.4142872420224277) | > loss_disc_real_0: 0.14387203752994537 (0.14877172424034638) | > loss_disc_real_1: 0.17549960315227509 (0.24800622869621625) | > loss_disc_real_2: 0.2247886210680008 (0.21666716039180756) | > loss_disc_real_3: 0.23876188695430756 (0.2555250417102467) | > loss_disc_real_4: 0.28410470485687256 (0.2590683779933236) | > loss_disc_real_5: 0.2638508379459381 (0.2645219754089009) | > loss_0: 2.424686908721924 (2.4142872420224277) | > loss_gen: 2.5347177982330322 (2.591800321232189) | > loss_kl: 3.741445302963257 (3.3304319381713867) | > loss_feat: 7.3008928298950195 (6.880233071067116) | > loss_mel: 17.657861709594727 (17.663494283502754) | > loss_duration: 2.5201547145843506 (2.3890948078849097) | > loss_1: 33.755069732666016 (32.855054508556016)  --> STEP: 12 | > loss_disc: 2.374666690826416 (2.41098552942276) | > loss_disc_real_0: 0.15000486373901367 (0.1488744858652353) | > loss_disc_real_1: 0.22334687411785126 (0.24595128248135248) | > loss_disc_real_2: 0.20726227760314941 (0.2158834201594194) | > loss_disc_real_3: 0.26556622982025146 (0.25636180738608044) | > loss_disc_real_4: 0.2563609182834625 (0.25884275635083515) | > loss_disc_real_5: 0.2857557237148285 (0.26629145443439484) | > loss_0: 2.374666690826416 (2.41098552942276) | > loss_gen: 2.5774734020233154 (2.590606411298116) | > loss_kl: 3.1292693614959717 (3.3136683901151023) | > loss_feat: 5.883075714111328 (6.797136624654134) | > loss_mel: 17.963380813598633 (17.68848482767741) | > loss_duration: 2.289353370666504 (2.3807830214500423) | > loss_1: 31.842552185058594 (32.77067931493123)  --> STEP: 13 | > loss_disc: 2.415992498397827 (2.4113706808823805) | > loss_disc_real_0: 0.14146411418914795 (0.14830445727476704) | > loss_disc_real_1: 0.2597753703594208 (0.2470146738565885) | > loss_disc_real_2: 0.23241223394870758 (0.21715486737398002) | > loss_disc_real_3: 0.2879931926727295 (0.25879499086966884) | > loss_disc_real_4: 0.28878524899482727 (0.2611460250157576) | > loss_disc_real_5: 0.20365266501903534 (0.2614730860178287) | > loss_0: 2.415992498397827 (2.4113706808823805) | > loss_gen: 2.5581142902374268 (2.588107017370371) | > loss_kl: 3.3997161388397217 (3.320287447709304) | > loss_feat: 6.25714635848999 (6.755598911872277) | > loss_mel: 16.212251663208008 (17.57492843041053) | > loss_duration: 2.2606000900268555 (2.3715381805713354) | > loss_1: 30.687828063964844 (32.610459987933815)  --> STEP: 14 | > loss_disc: 2.4106574058532715 (2.4113197326660156) | > loss_disc_real_0: 0.11148984730243683 (0.14567484227674346) | > loss_disc_real_1: 0.21384979784488678 (0.24464575414146697) | > loss_disc_real_2: 0.23848287761211395 (0.21867829667670385) | > loss_disc_real_3: 0.25486651062965393 (0.2585143851382392) | > loss_disc_real_4: 0.2901143431663513 (0.2632151905979429) | > loss_disc_real_5: 0.31292057037353516 (0.26514790632895063) | > loss_0: 2.4106574058532715 (2.4113197326660156) | > loss_gen: 2.5625224113464355 (2.5862795455115184) | > loss_kl: 4.224186420440674 (3.3848516600472585) | > loss_feat: 5.641913414001465 (6.6760499477386475) | > loss_mel: 18.03641700744629 (17.607891900198798) | > loss_duration: 2.4274535179138184 (2.375532133238656) | > loss_1: 32.892494201660156 (32.63060528891427)  --> STEP: 15 | > loss_disc: 2.5887341499328613 (2.423147360483805) | > loss_disc_real_0: 0.31459641456604004 (0.15693628042936322) | > loss_disc_real_1: 0.2681061029434204 (0.24620977739493052) | > loss_disc_real_2: 0.2305605411529541 (0.2194704463084539) | > loss_disc_real_3: 0.27909424901008606 (0.259886376063029) | > loss_disc_real_4: 0.24540625512599945 (0.2620279282331467) | > loss_disc_real_5: 0.3331507742404938 (0.2696814308563868) | > loss_0: 2.5887341499328613 (2.423147360483805) | > loss_gen: 2.7137789726257324 (2.5947795073191324) | > loss_kl: 3.576035499572754 (3.397597249348958) | > loss_feat: 5.91878604888916 (6.625565687815349) | > loss_mel: 17.79874610900879 (17.620615514119468) | > loss_duration: 2.4236693382263184 (2.378741280237833) | > loss_1: 32.43101501464844 (32.61729927062988)  --> STEP: 16 | > loss_disc: 2.9090263843536377 (2.45351479947567) | > loss_disc_real_0: 0.3469674289226532 (0.16881322721019384) | > loss_disc_real_1: 0.2449195384979248 (0.24612913746386766) | > loss_disc_real_2: 0.2904209792613983 (0.2239048546180129) | > loss_disc_real_3: 0.2963336110115051 (0.26216432824730873) | > loss_disc_real_4: 0.3326288163661957 (0.26644048374146223) | > loss_disc_real_5: 0.4691142439842224 (0.28214598167687654) | > loss_0: 2.9090263843536377 (2.45351479947567) | > loss_gen: 2.8054113388061523 (2.6079439967870712) | > loss_kl: 2.9210376739501953 (3.3678122758865356) | > loss_feat: 5.432002067565918 (6.550967961549759) | > loss_mel: 14.520020484924316 (17.42682832479477) | > loss_duration: 2.38150691986084 (2.378914132714271) | > loss_1: 28.059978485107422 (32.33246672153473)  --> STEP: 17 | > loss_disc: 2.4691030979156494 (2.4544317582074333) | > loss_disc_real_0: 0.170667365193367 (0.16892229415038051) | > loss_disc_real_1: 0.2625077962875366 (0.247092587982907) | > loss_disc_real_2: 0.2892305552959442 (0.22774754289318533) | > loss_disc_real_3: 0.2786512076854706 (0.26313414468484764) | > loss_disc_real_4: 0.251086950302124 (0.2655373347156188) | > loss_disc_real_5: 0.30549606680870056 (0.2835195160963956) | > loss_0: 2.4691030979156494 (2.4544317582074333) | > loss_gen: 2.6651010513305664 (2.6113061764661003) | > loss_kl: 2.486514091491699 (3.315971206216251) | > loss_feat: 5.425848960876465 (6.484784490921918) | > loss_mel: 17.44014549255371 (17.42761168760412) | > loss_duration: 2.4361202716827393 (2.3822791997124164) | > loss_1: 30.4537296295166 (32.22195277494543)  --> STEP: 18 | > loss_disc: 2.384183168411255 (2.4505290587743125) | > loss_disc_real_0: 0.11479204148054123 (0.16591505789094502) | > loss_disc_real_1: 0.31943127512931824 (0.2511114039354854) | > loss_disc_real_2: 0.19338560104370117 (0.22583854612376955) | > loss_disc_real_3: 0.18493252992630005 (0.258789610531595) | > loss_disc_real_4: 0.2295048087835312 (0.2635355277193917) | > loss_disc_real_5: 0.28037750720977783 (0.28334496004713905) | > loss_0: 2.384183168411255 (2.4505290587743125) | > loss_gen: 2.566937208175659 (2.608841233783298) | > loss_kl: 2.8349967002868652 (3.2892504003312855) | > loss_feat: 8.34568977355957 (6.588168117735121) | > loss_mel: 17.282058715820312 (17.419525411393906) | > loss_duration: 2.2626965045928955 (2.375635716650221) | > loss_1: 33.29237747192383 (32.28142081366645)  --> STEP: 19 | > loss_disc: 2.9406368732452393 (2.476324206904361) | > loss_disc_real_0: 0.27230629324913025 (0.1715145965940074) | > loss_disc_real_1: 0.29605183005332947 (0.2534766895206351) | > loss_disc_real_2: 0.2754110097885132 (0.22844762315875605) | > loss_disc_real_3: 0.3028315603733063 (0.2611076078916851) | > loss_disc_real_4: 0.33935534954071045 (0.26752604465735585) | > loss_disc_real_5: 0.4218730032444 (0.2906359096891002) | > loss_0: 2.9406368732452393 (2.476324206904361) | > loss_gen: 2.489739418029785 (2.602572717164692) | > loss_kl: 2.00978684425354 (3.2219102131692985) | > loss_feat: 6.073561668395996 (6.561083567769904) | > loss_mel: 15.932964324951172 (17.34128535421271) | > loss_duration: 2.3523993492126465 (2.37441274994298) | > loss_1: 28.858449935913086 (32.101264451679434)  --> STEP: 20 | > loss_disc: 2.3685269355773926 (2.470934343338013) | > loss_disc_real_0: 0.1848495602607727 (0.17218134477734565) | > loss_disc_real_1: 0.3264397382736206 (0.2571248419582844) | > loss_disc_real_2: 0.20663830637931824 (0.22735715731978418) | > loss_disc_real_3: 0.1685653179883957 (0.2564804933965206) | > loss_disc_real_4: 0.19645695388317108 (0.2639725901186466) | > loss_disc_real_5: 0.19801808893680573 (0.2860050186514855) | > loss_0: 2.3685269355773926 (2.470934343338013) | > loss_gen: 2.3550302982330322 (2.590195596218109) | > loss_kl: 2.436418056488037 (3.1826356053352356) | > loss_feat: 7.4878668785095215 (6.607422733306885) | > loss_mel: 14.674808502197266 (17.207961511611938) | > loss_duration: 2.2854039669036865 (2.3699623107910157) | > loss_1: 29.23952865600586 (31.958177661895757)  --> STEP: 21 | > loss_disc: 2.5427439212799072 (2.4743538470495317) | > loss_disc_real_0: 0.1539914458990097 (0.17131515911647252) | > loss_disc_real_1: 0.32857465744018555 (0.2605272141240892) | > loss_disc_real_2: 0.25059983134269714 (0.22846395132087527) | > loss_disc_real_3: 0.25256526470184326 (0.2562940539348693) | > loss_disc_real_4: 0.27760255336761475 (0.2646216359876451) | > loss_disc_real_5: 0.27832281589508057 (0.2856391994726091) | > loss_0: 2.5427439212799072 (2.4743538470495317) | > loss_gen: 2.5513181686401367 (2.5883442901429676) | > loss_kl: 2.0371997356414795 (3.1280910401117232) | > loss_feat: 6.033100128173828 (6.5800740378243585) | > loss_mel: 14.276386260986328 (17.068362690153577) | > loss_duration: 2.133622646331787 (2.3587080410548618) | > loss_1: 27.03162956237793 (31.72358013334729)  --> STEP: 22 | > loss_disc: 2.362861156463623 (2.469285997477445) | > loss_disc_real_0: 0.18394824862480164 (0.1718893904577602) | > loss_disc_real_1: 0.22141532599925995 (0.25874940102750604) | > loss_disc_real_2: 0.2814704477787018 (0.23087333752350372) | > loss_disc_real_3: 0.22703415155410767 (0.2549640583721074) | > loss_disc_real_4: 0.2844834625720978 (0.2655244462869384) | > loss_disc_real_5: 0.26328641176223755 (0.28462316366759216) | > loss_0: 2.362861156463623 (2.469285997477445) | > loss_gen: 2.824310541152954 (2.5990700288252397) | > loss_kl: 2.2926483154296875 (3.0901163708079946) | > loss_feat: 7.095225811004639 (6.603490027514371) | > loss_mel: 16.894485473632812 (17.060459180311724) | > loss_duration: 2.2053966522216797 (2.3517393415624444) | > loss_1: 31.31206703186035 (31.70487499237061)  --> STEP: 23 | > loss_disc: 2.4133973121643066 (2.466856054637743) | > loss_disc_real_0: 0.13380131125450134 (0.17023338701414026) | > loss_disc_real_1: 0.2299351543188095 (0.25749660769234534) | > loss_disc_real_2: 0.2162986546754837 (0.23023965566054636) | > loss_disc_real_3: 0.2792509198188782 (0.2560200088697931) | > loss_disc_real_4: 0.26426148414611816 (0.2654695348895114) | > loss_disc_real_5: 0.2416810840368271 (0.28275611672712414) | > loss_0: 2.4133973121643066 (2.466856054637743) | > loss_gen: 2.5770504474639893 (2.5981126557225767) | > loss_kl: 3.2405407428741455 (3.096656560897827) | > loss_feat: 6.394734859466553 (6.594413715860118) | > loss_mel: 16.634567260742188 (17.041942140330438) | > loss_duration: 2.333688259124756 (2.3509545118912407) | > loss_1: 31.180583953857422 (31.682079729826558)  --> STEP: 24 | > loss_disc: 2.4630327224731445 (2.4666967491308847) | > loss_disc_real_0: 0.12662556767463684 (0.16841639454166094) | > loss_disc_real_1: 0.36208173632621765 (0.26185432138542336) | > loss_disc_real_2: 0.2611190676689148 (0.2315262978275617) | > loss_disc_real_3: 0.23455078899860382 (0.2551254580418269) | > loss_disc_real_4: 0.2958671450614929 (0.26673610198001063) | > loss_disc_real_5: 0.2979503870010376 (0.2833892113218705) | > loss_0: 2.4630327224731445 (2.4666967491308847) | > loss_gen: 2.695981979370117 (2.602190544207891) | > loss_kl: 2.5041019916534424 (3.0719667871793113) | > loss_feat: 6.002134323120117 (6.569735407829285) | > loss_mel: 16.933914184570312 (17.0374409755071) | > loss_duration: 2.412893295288086 (2.353535294532776) | > loss_1: 30.549026489257812 (31.634869178136196)  --> STEP: 25 | > loss_disc: 2.7423224449157715 (2.47772177696228) | > loss_disc_real_0: 0.26072847843170166 (0.17210887789726256) | > loss_disc_real_1: 0.4736534655094147 (0.270326287150383) | > loss_disc_real_2: 0.20879876613616943 (0.230617196559906) | > loss_disc_real_3: 0.2500353455543518 (0.2549218535423279) | > loss_disc_real_4: 0.3144492208957672 (0.2686446267366409) | > loss_disc_real_5: 0.28979331254959106 (0.28364537537097934) | > loss_0: 2.7423224449157715 (2.47772177696228) | > loss_gen: 2.8017308712005615 (2.6101721572875975) | > loss_kl: 3.352587938308716 (3.0831916332244873) | > loss_feat: 7.204679489135742 (6.595133171081543) | > loss_mel: 17.08765411376953 (17.0394495010376) | > loss_duration: 2.4387013912200928 (2.3569419384002686) | > loss_1: 32.885353088378906 (31.6848885345459)  --> STEP: 26 | > loss_disc: 2.978013515472412 (2.496963766904978) | > loss_disc_real_0: 0.30580854415893555 (0.17725117275348076) | > loss_disc_real_1: 0.26658254861831665 (0.270182297206842) | > loss_disc_real_2: 0.27045300602912903 (0.23214934307795304) | > loss_disc_real_3: 0.26047787070274353 (0.25513554651003617) | > loss_disc_real_4: 0.307478666305542 (0.2701382436431371) | > loss_disc_real_5: 0.3222157061100006 (0.2851288496301725) | > loss_0: 2.978013515472412 (2.496963766904978) | > loss_gen: 2.429769992828369 (2.6032336125007043) | > loss_kl: 2.6068496704101562 (3.0648707885008593) | > loss_feat: 5.53492546081543 (6.554355951455923) | > loss_mel: 8.064249038696289 (16.69424948325524) | > loss_duration: 2.3255488872528076 (2.3557345133561354) | > loss_1: 20.961341857910156 (31.272444431598373) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025739944898165194 (+0.00016563672285813602) | > avg_loss_disc: 2.496963766904978 (+0.07402236645038274) | > avg_loss_disc_real_0: 0.17725117275348076 (+0.033240275314221024) | > avg_loss_disc_real_1: 0.270182297206842 (+0.03409640662945235) | > avg_loss_disc_real_2: 0.23214934307795304 (+0.0017782676105315698) | > avg_loss_disc_real_3: 0.25513554651003617 (+0.021377710768809677) | > avg_loss_disc_real_4: 0.2701382436431371 (+0.04316297689309484) | > avg_loss_disc_real_5: 0.2851288496301725 (+0.05672492831945425) | > avg_loss_0: 2.496963766904978 (+0.07402236645038274) | > avg_loss_gen: 2.6032336125007043 (+0.1446972351807818) | > avg_loss_kl: 3.0648707885008593 (+0.041887714312626834) | > avg_loss_feat: 6.554355951455923 (-0.2800985391323385) | > avg_loss_mel: 16.69424948325524 (-0.3984549595759397) | > avg_loss_duration: 2.3557345133561354 (-0.009863184048579665) | > avg_loss_1: 31.272444431598373 (-0.5018313481257479)  > EPOCH: 928/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:23:53)   --> TIME: 2024-06-12 08:23:57 -- STEP: 9/330 -- GLOBAL_STEP: 394250 | > loss_disc: 2.284271001815796 (2.3144252565171985) | > loss_disc_real_0: 0.08714960515499115 (0.0933975221382247) | > loss_disc_real_1: 0.14400659501552582 (0.20189820892281002) | > loss_disc_real_2: 0.20360839366912842 (0.207916882303026) | > loss_disc_real_3: 0.21963629126548767 (0.22796529365910423) | > loss_disc_real_4: 0.2466837614774704 (0.22808919847011566) | > loss_disc_real_5: 0.19171476364135742 (0.23360226882828605) | > loss_0: 2.284271001815796 (2.3144252565171985) | > grad_norm_0: tensor(8.5889, device='cuda:0') (tensor(9.2309, device='cuda:0')) | > loss_gen: 2.5193402767181396 (2.552732679578993) | > loss_kl: 1.9410640001296997 (1.9450098143683539) | > loss_feat: 6.949954032897949 (7.235987080468072) | > loss_mel: 18.006027221679688 (17.731717427571613) | > loss_duration: 2.03857684135437 (2.0796399116516113) | > loss_1: 31.4549617767334 (31.545086754692925) | > grad_norm_1: tensor(100.1727, device='cuda:0') (tensor(169.8822, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3725 (0.375861300362481) | > loader_time: 0.0029 (0.0031494034661187064)  --> TIME: 2024-06-12 08:24:07 -- STEP: 34/330 -- GLOBAL_STEP: 394275 | > loss_disc: 2.3948071002960205 (2.3190162812962245) | > loss_disc_real_0: 0.12420618534088135 (0.10197132847764913) | > loss_disc_real_1: 0.19265656173229218 (0.20046358467901454) | > loss_disc_real_2: 0.19471041858196259 (0.2043234416667153) | > loss_disc_real_3: 0.2227354198694229 (0.2265826428637785) | > loss_disc_real_4: 0.22086364030838013 (0.22839532880222096) | > loss_disc_real_5: 0.22528377175331116 (0.22142495214939117) | > loss_0: 2.3948071002960205 (2.3190162812962245) | > grad_norm_0: tensor(7.3483, device='cuda:0') (tensor(11.4419, device='cuda:0')) | > loss_gen: 2.4068973064422607 (2.5148009692921356) | > loss_kl: 2.1500635147094727 (1.9341160760206335) | > loss_feat: 7.230299949645996 (7.091823648003971) | > loss_mel: 17.281909942626953 (17.264923039604643) | > loss_duration: 1.9739341735839844 (1.992517734275145) | > loss_1: 31.04310417175293 (30.798181646010455) | > grad_norm_1: tensor(78.6159, device='cuda:0') (tensor(153.6471, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3828 (0.3643946226905374) | > loader_time: 0.003 (0.0032478991676779356)  --> TIME: 2024-06-12 08:24:16 -- STEP: 59/330 -- GLOBAL_STEP: 394300 | > loss_disc: 2.3223328590393066 (2.3415834216748244) | > loss_disc_real_0: 0.0976087749004364 (0.10487827557628437) | > loss_disc_real_1: 0.20457160472869873 (0.19736943507598614) | > loss_disc_real_2: 0.18623468279838562 (0.2071307463161016) | > loss_disc_real_3: 0.2215968668460846 (0.22723759256177029) | > loss_disc_real_4: 0.2261367291212082 (0.23078137964515363) | > loss_disc_real_5: 0.2440333068370819 (0.22425932929677478) | > loss_0: 2.3223328590393066 (2.3415834216748244) | > grad_norm_0: tensor(11.4003, device='cuda:0') (tensor(11.7483, device='cuda:0')) | > loss_gen: 2.5482139587402344 (2.4970889859280345) | > loss_kl: 2.073882818222046 (1.9327370211229487) | > loss_feat: 7.491639137268066 (7.065890756704039) | > loss_mel: 17.165817260742188 (17.225536928338524) | > loss_duration: 1.9407638311386108 (1.9764647281776042) | > loss_1: 31.22031593322754 (30.697718507152494) | > grad_norm_1: tensor(248.3229, device='cuda:0') (tensor(162.9673, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3627 (0.3671729039337675) | > loader_time: 0.0039 (0.003443536111863993)  --> TIME: 2024-06-12 08:24:26 -- STEP: 84/330 -- GLOBAL_STEP: 394325 | > loss_disc: 2.3972511291503906 (2.3550785893485653) | > loss_disc_real_0: 0.0738789364695549 (0.10673597020407517) | > loss_disc_real_1: 0.2170865684747696 (0.1979109018686272) | > loss_disc_real_2: 0.2024102360010147 (0.20893183652134167) | > loss_disc_real_3: 0.24074381589889526 (0.22826781301271348) | > loss_disc_real_4: 0.23542790114879608 (0.232334368817863) | > loss_disc_real_5: 0.2083677053451538 (0.2254696429840156) | > loss_0: 2.3972511291503906 (2.3550785893485653) | > grad_norm_0: tensor(8.7523, device='cuda:0') (tensor(11.1646, device='cuda:0')) | > loss_gen: 2.3982560634613037 (2.487593188172295) | > loss_kl: 1.9063727855682373 (1.9505303842680795) | > loss_feat: 6.427444934844971 (7.028268887883141) | > loss_mel: 17.21478271484375 (17.215911070505783) | > loss_duration: 2.0282657146453857 (1.972946327357065) | > loss_1: 29.975120544433594 (30.655249913533527) | > grad_norm_1: tensor(86.9324, device='cuda:0') (tensor(145.9914, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3787 (0.36945751167479) | > loader_time: 0.0038 (0.0035684449332101004)  --> TIME: 2024-06-12 08:24:35 -- STEP: 109/330 -- GLOBAL_STEP: 394350 | > loss_disc: 2.384410858154297 (2.3552425738868363) | > loss_disc_real_0: 0.07243497669696808 (0.10829415090313745) | > loss_disc_real_1: 0.20088963210582733 (0.19725120245316707) | > loss_disc_real_2: 0.19369477033615112 (0.20913412756876115) | > loss_disc_real_3: 0.2293854057788849 (0.22850656112946502) | > loss_disc_real_4: 0.24559064209461212 (0.23229572778448052) | > loss_disc_real_5: 0.2542501389980316 (0.22481218732278282) | > loss_0: 2.384410858154297 (2.3552425738868363) | > grad_norm_0: tensor(14.3302, device='cuda:0') (tensor(10.9590, device='cuda:0')) | > loss_gen: 2.485929250717163 (2.4870393998032316) | > loss_kl: 2.0997724533081055 (1.9695912949535825) | > loss_feat: 6.899084091186523 (7.012765866900803) | > loss_mel: 17.069887161254883 (17.172285499922733) | > loss_duration: 1.9297764301300049 (1.9761093023720138) | > loss_1: 30.484451293945312 (30.61779132458048) | > grad_norm_1: tensor(62.9242, device='cuda:0') (tensor(133.9539, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3687 (0.3717269831841144) | > loader_time: 0.0038 (0.003669710334287871)  --> TIME: 2024-06-12 08:24:45 -- STEP: 134/330 -- GLOBAL_STEP: 394375 | > loss_disc: 2.3697192668914795 (2.3625085727492374) | > loss_disc_real_0: 0.15443578362464905 (0.10998623940482069) | > loss_disc_real_1: 0.212594673037529 (0.19711635673224037) | > loss_disc_real_2: 0.19012218713760376 (0.21020058008717069) | > loss_disc_real_3: 0.20424483716487885 (0.22905761592868548) | > loss_disc_real_4: 0.21543455123901367 (0.23270462242080203) | > loss_disc_real_5: 0.19196350872516632 (0.22520636733788163) | > loss_0: 2.3697192668914795 (2.3625085727492374) | > grad_norm_0: tensor(22.0289, device='cuda:0') (tensor(11.7347, device='cuda:0')) | > loss_gen: 2.420620918273926 (2.4832739064942544) | > loss_kl: 1.8927515745162964 (1.9742371591169443) | > loss_feat: 7.5310258865356445 (7.00063843157754) | > loss_mel: 17.179353713989258 (17.16571950200779) | > loss_duration: 1.99783456325531 (1.9815515057364506) | > loss_1: 31.02158546447754 (30.60542046845849) | > grad_norm_1: tensor(314.5907, device='cuda:0') (tensor(140.9722, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.381 (0.372936488977119) | > loader_time: 0.0043 (0.0037742515108478603)  --> TIME: 2024-06-12 08:24:55 -- STEP: 159/330 -- GLOBAL_STEP: 394400 | > loss_disc: 2.3376119136810303 (2.366003102476492) | > loss_disc_real_0: 0.11498945951461792 (0.1111531415544216) | > loss_disc_real_1: 0.17120124399662018 (0.1966837118819075) | > loss_disc_real_2: 0.2289842814207077 (0.21060509707942704) | > loss_disc_real_3: 0.20903633534908295 (0.22934311581482678) | > loss_disc_real_4: 0.2355852872133255 (0.23357810389320804) | > loss_disc_real_5: 0.21370305120944977 (0.2251133992799423) | > loss_0: 2.3376119136810303 (2.366003102476492) | > grad_norm_0: tensor(15.5583, device='cuda:0') (tensor(12.4434, device='cuda:0')) | > loss_gen: 2.4381847381591797 (2.4792987340651225) | > loss_kl: 2.09618878364563 (1.9854540749915741) | > loss_feat: 6.845210552215576 (6.966236483375981) | > loss_mel: 17.09017562866211 (17.145277743069638) | > loss_duration: 2.0051913261413574 (1.9863875114692833) | > loss_1: 30.474950790405273 (30.562654495239258) | > grad_norm_1: tensor(122.8870, device='cuda:0') (tensor(155.6641, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3859 (0.375003750219285) | > loader_time: 0.0043 (0.003866180683831749)  --> TIME: 2024-06-12 08:25:05 -- STEP: 184/330 -- GLOBAL_STEP: 394425 | > loss_disc: 2.374263048171997 (2.3699522303498313) | > loss_disc_real_0: 0.1180947795510292 (0.1131021819765801) | > loss_disc_real_1: 0.20174652338027954 (0.19713768508771196) | > loss_disc_real_2: 0.2661132514476776 (0.21084772495795856) | > loss_disc_real_3: 0.2626296281814575 (0.23017777138106202) | > loss_disc_real_4: 0.2348834127187729 (0.2342424591112396) | > loss_disc_real_5: 0.23052577674388885 (0.22507730660879094) | > loss_0: 2.374263048171997 (2.3699522303498313) | > grad_norm_0: tensor(10.7523, device='cuda:0') (tensor(13.0670, device='cuda:0')) | > loss_gen: 2.467463254928589 (2.476603248844977) | > loss_kl: 1.9762381315231323 (1.988212890599085) | > loss_feat: 7.097053527832031 (6.942041187182717) | > loss_mel: 17.21076774597168 (17.129942852517843) | > loss_duration: 2.0248007774353027 (1.9942520299683446) | > loss_1: 30.776323318481445 (30.531052185141522) | > grad_norm_1: tensor(127.2884, device='cuda:0') (tensor(163.6351, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.3943 (0.3770079858925032) | > loader_time: 0.0051 (0.003979316224222598)  --> TIME: 2024-06-12 08:25:15 -- STEP: 209/330 -- GLOBAL_STEP: 394450 | > loss_disc: 2.2733917236328125 (2.3707036618410684) | > loss_disc_real_0: 0.17505499720573425 (0.11425505692593789) | > loss_disc_real_1: 0.1626838594675064 (0.19722720196372587) | > loss_disc_real_2: 0.20080283284187317 (0.21082184196374065) | > loss_disc_real_3: 0.24155819416046143 (0.22965704974090084) | > loss_disc_real_4: 0.2081356644630432 (0.2335527847258098) | > loss_disc_real_5: 0.187296062707901 (0.22463654466508107) | > loss_0: 2.2733917236328125 (2.3707036618410684) | > grad_norm_0: tensor(34.0514, device='cuda:0') (tensor(14.0516, device='cuda:0')) | > loss_gen: 2.5171759128570557 (2.4708877408333385) | > loss_kl: 2.151456117630005 (1.9987962131865287) | > loss_feat: 7.099714756011963 (6.933071690883363) | > loss_mel: 16.128427505493164 (17.10674120706806) | > loss_duration: 2.0940334796905518 (2.002640247344971) | > loss_1: 29.990808486938477 (30.512137098175486) | > grad_norm_1: tensor(356.9108, device='cuda:0') (tensor(177.9307, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.4054 (0.3812461013428903) | > loader_time: 0.005 (0.004094377088774904)  --> TIME: 2024-06-12 08:25:26 -- STEP: 234/330 -- GLOBAL_STEP: 394475 | > loss_disc: 2.3676505088806152 (2.3705513008639336) | > loss_disc_real_0: 0.12971307337284088 (0.11533461418798846) | > loss_disc_real_1: 0.207127183675766 (0.19692014412492773) | > loss_disc_real_2: 0.19718429446220398 (0.21076997242167467) | > loss_disc_real_3: 0.25967341661453247 (0.2295885790999119) | > loss_disc_real_4: 0.24633187055587769 (0.23330532415555075) | > loss_disc_real_5: 0.21266350150108337 (0.22410701412675726) | > loss_0: 2.3676505088806152 (2.3705513008639336) | > grad_norm_0: tensor(17.6793, device='cuda:0') (tensor(15.2624, device='cuda:0')) | > loss_gen: 2.4345812797546387 (2.471889996121073) | > loss_kl: 2.02349591255188 (2.0047431827610387) | > loss_feat: 6.179050445556641 (6.926103836450821) | > loss_mel: 16.24643325805664 (17.06248126478278) | > loss_duration: 2.086434841156006 (2.0117675697701616) | > loss_1: 28.969995498657227 (30.47698582543267) | > grad_norm_1: tensor(292.5956, device='cuda:0') (tensor(193.8481, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.4182 (0.38476436973636985) | > loader_time: 0.006 (0.004271563301738511)  --> TIME: 2024-06-12 08:25:37 -- STEP: 259/330 -- GLOBAL_STEP: 394500 | > loss_disc: 2.380147933959961 (2.369862107236412) | > loss_disc_real_0: 0.12510734796524048 (0.11654188202039616) | > loss_disc_real_1: 0.18321509659290314 (0.19716240396600895) | > loss_disc_real_2: 0.21788518130779266 (0.21044998918030716) | > loss_disc_real_3: 0.2052110731601715 (0.22987769826038465) | > loss_disc_real_4: 0.24109460413455963 (0.23298127782390846) | > loss_disc_real_5: 0.20578357577323914 (0.22296304298874034) | > loss_0: 2.380147933959961 (2.369862107236412) | > grad_norm_0: tensor(54.0985, device='cuda:0') (tensor(17.0190, device='cuda:0')) | > loss_gen: 2.3554131984710693 (2.4767286105505755) | > loss_kl: 2.099623441696167 (2.010419632016923) | > loss_feat: 7.122648239135742 (6.960069764995207) | > loss_mel: 16.419633865356445 (17.029320996700577) | > loss_duration: 2.1164398193359375 (2.0203707825723303) | > loss_1: 30.113759994506836 (30.496909800643625) | > grad_norm_1: tensor(491.8317, device='cuda:0') (tensor(215.5064, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.4344 (0.3888661944267833) | > loader_time: 0.0061 (0.0044142896144086325) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_394500.pth  --> TIME: 2024-06-12 08:25:54 -- STEP: 284/330 -- GLOBAL_STEP: 394525 | > loss_disc: 2.338982343673706 (2.3721630724383065) | > loss_disc_real_0: 0.16693729162216187 (0.11749832345251467) | > loss_disc_real_1: 0.20817966759204865 (0.19727699416623995) | > loss_disc_real_2: 0.21674571931362152 (0.2106591905401626) | > loss_disc_real_3: 0.2211378961801529 (0.2297354136974039) | > loss_disc_real_4: 0.2401258498430252 (0.23273953275991158) | > loss_disc_real_5: 0.24363261461257935 (0.22299524947581156) | > loss_0: 2.338982343673706 (2.3721630724383065) | > grad_norm_0: tensor(37.5027, device='cuda:0') (tensor(18.6188, device='cuda:0')) | > loss_gen: 2.614858388900757 (2.4777885104568917) | > loss_kl: 2.0184223651885986 (2.014578378536333) | > loss_feat: 6.80304479598999 (6.9710006025475515) | > loss_mel: 16.736661911010742 (16.99591439542637) | > loss_duration: 2.1389379501342773 (2.030479172585715) | > loss_1: 30.31192398071289 (30.48976107046638) | > grad_norm_1: tensor(467.2184, device='cuda:0') (tensor(237.3943, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.4476 (0.39426726858380823) | > loader_time: 0.0066 (0.007292591350179323)  --> TIME: 2024-06-12 08:26:06 -- STEP: 309/330 -- GLOBAL_STEP: 394550 | > loss_disc: 2.2646450996398926 (2.3755142418697814) | > loss_disc_real_0: 0.10829247534275055 (0.11841375113112255) | > loss_disc_real_1: 0.15186898410320282 (0.1974662276629878) | > loss_disc_real_2: 0.21750277280807495 (0.21099701986729524) | > loss_disc_real_3: 0.23667114973068237 (0.23024758590463681) | > loss_disc_real_4: 0.2337837666273117 (0.23267281508754373) | > loss_disc_real_5: 0.21261657774448395 (0.2230526425402527) | > loss_0: 2.2646450996398926 (2.3755142418697814) | > grad_norm_0: tensor(49.3471, device='cuda:0') (tensor(19.6242, device='cuda:0')) | > loss_gen: 2.520174503326416 (2.4756791591644283) | > loss_kl: 2.140552520751953 (2.0168635216345687) | > loss_feat: 7.1689934730529785 (6.979960290359448) | > loss_mel: 16.54430389404297 (16.95329113994217) | > loss_duration: 2.221548318862915 (2.0425067896981846) | > loss_1: 30.595571517944336 (30.46830089655509) | > grad_norm_1: tensor(481.6454, device='cuda:0') (tensor(250.5495, device='cuda:0')) | > current_lr_0: 0.0001780937533674861 | > current_lr_1: 0.0001780937533674861 | > step_time: 0.5158 (0.40121658720244885) | > loader_time: 0.0079 (0.007273027426216595)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5349080562591553 (2.5349080562591553) | > loss_disc_real_0: 0.11948370933532715 (0.11948370933532715) | > loss_disc_real_1: 0.23090936243534088 (0.23090936243534088) | > loss_disc_real_2: 0.2240624576807022 (0.2240624576807022) | > loss_disc_real_3: 0.24453122913837433 (0.24453122913837433) | > loss_disc_real_4: 0.23880067467689514 (0.23880067467689514) | > loss_disc_real_5: 0.27072790265083313 (0.27072790265083313) | > loss_0: 2.5349080562591553 (2.5349080562591553) | > loss_gen: 2.167962074279785 (2.167962074279785) | > loss_kl: 2.9228930473327637 (2.9228930473327637) | > loss_feat: 4.3591628074646 (4.3591628074646) | > loss_mel: 14.788126945495605 (14.788126945495605) | > loss_duration: 3.10843825340271 (3.10843825340271) | > loss_1: 27.346582412719727 (27.346582412719727)  --> STEP: 1 | > loss_disc: 2.2552947998046875 (2.2552947998046875) | > loss_disc_real_0: 0.08156881481409073 (0.08156881481409073) | > loss_disc_real_1: 0.1970069408416748 (0.1970069408416748) | > loss_disc_real_2: 0.20914910733699799 (0.20914910733699799) | > loss_disc_real_3: 0.25436949729919434 (0.25436949729919434) | > loss_disc_real_4: 0.2218685895204544 (0.2218685895204544) | > loss_disc_real_5: 0.20555225014686584 (0.20555225014686584) | > loss_0: 2.2552947998046875 (2.2552947998046875) | > loss_gen: 2.3995554447174072 (2.3995554447174072) | > loss_kl: 3.1882598400115967 (3.1882598400115967) | > loss_feat: 6.3619771003723145 (6.3619771003723145) | > loss_mel: 17.359121322631836 (17.359121322631836) | > loss_duration: 2.45719051361084 (2.45719051361084) | > loss_1: 31.76610565185547 (31.76610565185547)  --> STEP: 2 | > loss_disc: 2.418078660964966 (2.3366867303848267) | > loss_disc_real_0: 0.12341345101594925 (0.10249113291501999) | > loss_disc_real_1: 0.32062777876853943 (0.2588173598051071) | > loss_disc_real_2: 0.1908174306154251 (0.19998326897621155) | > loss_disc_real_3: 0.2628271281719208 (0.25859831273555756) | > loss_disc_real_4: 0.25214019417762756 (0.23700439184904099) | > loss_disc_real_5: 0.24585473537445068 (0.22570349276065826) | > loss_0: 2.418078660964966 (2.3366867303848267) | > loss_gen: 2.617297410964966 (2.5084264278411865) | > loss_kl: 3.656618118286133 (3.4224389791488647) | > loss_feat: 5.693165302276611 (6.027571201324463) | > loss_mel: 18.7852725982666 (18.07219696044922) | > loss_duration: 2.444668769836426 (2.450929641723633) | > loss_1: 33.197021484375 (32.481563568115234)  --> STEP: 3 | > loss_disc: 2.399935722351074 (2.357769727706909) | > loss_disc_real_0: 0.08121882379055023 (0.0954003632068634) | > loss_disc_real_1: 0.26110246777534485 (0.259579062461853) | > loss_disc_real_2: 0.21746838092803955 (0.2058116396268209) | > loss_disc_real_3: 0.3050557076931 (0.27408411105473834) | > loss_disc_real_4: 0.2304045408964157 (0.23480444153149924) | > loss_disc_real_5: 0.228220134973526 (0.22654237349828085) | > loss_0: 2.399935722351074 (2.357769727706909) | > loss_gen: 2.4882113933563232 (2.501688083012899) | > loss_kl: 3.1325535774230957 (3.325810511906942) | > loss_feat: 6.435023307800293 (6.163388570149739) | > loss_mel: 15.48072624206543 (17.20837338765462) | > loss_duration: 2.299891471862793 (2.400583585103353) | > loss_1: 29.836406707763672 (31.599844614664715)  --> STEP: 4 | > loss_disc: 2.4121625423431396 (2.371367931365967) | > loss_disc_real_0: 0.15383625030517578 (0.1100093349814415) | > loss_disc_real_1: 0.32081007957458496 (0.274886816740036) | > loss_disc_real_2: 0.1993657350540161 (0.2042001634836197) | > loss_disc_real_3: 0.24091757833957672 (0.26579247787594795) | > loss_disc_real_4: 0.21108464896678925 (0.22887449339032173) | > loss_disc_real_5: 0.2714913487434387 (0.2377796173095703) | > loss_0: 2.4121625423431396 (2.371367931365967) | > loss_gen: 2.5187203884124756 (2.505946159362793) | > loss_kl: 4.415117263793945 (3.5981371998786926) | > loss_feat: 5.210210800170898 (5.925094127655029) | > loss_mel: 17.519838333129883 (17.286239624023438) | > loss_duration: 2.414459705352783 (2.4040526151657104) | > loss_1: 32.078346252441406 (31.719470024108887)  --> STEP: 5 | > loss_disc: 2.265890598297119 (2.350272464752197) | > loss_disc_real_0: 0.13048668205738068 (0.11410480439662933) | > loss_disc_real_1: 0.24653473496437073 (0.26921640038490297) | > loss_disc_real_2: 0.17134523391723633 (0.197629177570343) | > loss_disc_real_3: 0.2070205807685852 (0.2540380984544754) | > loss_disc_real_4: 0.17317986488342285 (0.21773556768894195) | > loss_disc_real_5: 0.17292138934135437 (0.22480797171592712) | > loss_0: 2.265890598297119 (2.350272464752197) | > loss_gen: 2.4019503593444824 (2.485146999359131) | > loss_kl: 2.6752500534057617 (3.4135597705841065) | > loss_feat: 5.433041572570801 (5.826683616638183) | > loss_mel: 18.032520294189453 (17.43549575805664) | > loss_duration: 2.33038592338562 (2.3893192768096925) | > loss_1: 30.87314796447754 (31.550205612182616)  --> STEP: 6 | > loss_disc: 2.4230618476867676 (2.3624040285746255) | > loss_disc_real_0: 0.08311386406421661 (0.10893964767456055) | > loss_disc_real_1: 0.3288588225841522 (0.27915680408477783) | > loss_disc_real_2: 0.20006069540977478 (0.19803443054358164) | > loss_disc_real_3: 0.25815945863723755 (0.2547249918182691) | > loss_disc_real_4: 0.2530522644519806 (0.22362168381611505) | > loss_disc_real_5: 0.22023919224739075 (0.22404650847117105) | > loss_0: 2.4230618476867676 (2.3624040285746255) | > loss_gen: 2.5164525508880615 (2.490364591280619) | > loss_kl: 2.316124677658081 (3.230653921763102) | > loss_feat: 5.266514301300049 (5.733322064081828) | > loss_mel: 18.123228073120117 (17.55011781056722) | > loss_duration: 2.199103355407715 (2.3576166232426963) | > loss_1: 30.421424865722656 (31.362075487772625)  --> STEP: 7 | > loss_disc: 2.6175265312194824 (2.3988501003810336) | > loss_disc_real_0: 0.22876064479351044 (0.12605693297726767) | > loss_disc_real_1: 0.3007829189300537 (0.28224624906267437) | > loss_disc_real_2: 0.244002103805542 (0.20460124100957597) | > loss_disc_real_3: 0.2810910940170288 (0.2584915778466633) | > loss_disc_real_4: 0.2540449798107147 (0.22796786895820073) | > loss_disc_real_5: 0.2587105333805084 (0.22899851202964783) | > loss_0: 2.6175265312194824 (2.3988501003810336) | > loss_gen: 2.4444921016693115 (2.483811378479004) | > loss_kl: 4.6510844230651855 (3.433572564806257) | > loss_feat: 4.905941963195801 (5.615124906812396) | > loss_mel: 16.859394073486328 (17.451442990984237) | > loss_duration: 2.5154435634613037 (2.3801633289882114) | > loss_1: 31.37635612487793 (31.36411557878767)  --> STEP: 8 | > loss_disc: 2.0438318252563477 (2.354472815990448) | > loss_disc_real_0: 0.10165915638208389 (0.1230072109028697) | > loss_disc_real_1: 0.30039939284324646 (0.2845153920352459) | > loss_disc_real_2: 0.2056228518486023 (0.20472894236445427) | > loss_disc_real_3: 0.2435661107301712 (0.2566258944571018) | > loss_disc_real_4: 0.1726311594247818 (0.22105078026652336) | > loss_disc_real_5: 0.2600454092025757 (0.2328793741762638) | > loss_0: 2.0438318252563477 (2.354472815990448) | > loss_gen: 2.9937708377838135 (2.547556310892105) | > loss_kl: 3.304853677749634 (3.417482703924179) | > loss_feat: 10.838318824768066 (6.268024146556854) | > loss_mel: 19.50696563720703 (17.708383321762085) | > loss_duration: 2.3271484375 (2.373536467552185) | > loss_1: 38.9710578918457 (32.31498336791992)  --> STEP: 9 | > loss_disc: 2.390719175338745 (2.35850018925137) | > loss_disc_real_0: 0.13340196013450623 (0.12416218303971821) | > loss_disc_real_1: 0.2226048856973648 (0.27763644688659245) | > loss_disc_real_2: 0.153760626912117 (0.19906579620308346) | > loss_disc_real_3: 0.230649933218956 (0.2537396765417523) | > loss_disc_real_4: 0.17432327568531036 (0.21585883531305525) | > loss_disc_real_5: 0.14453040063381195 (0.22306282156043583) | > loss_0: 2.390719175338745 (2.35850018925137) | > loss_gen: 2.383446216583252 (2.5293218559688992) | > loss_kl: 2.396146297454834 (3.304000880983141) | > loss_feat: 8.899927139282227 (6.560457812415229) | > loss_mel: 18.607276916503906 (17.80826038784451) | > loss_duration: 2.1786751747131348 (2.3518852127922907) | > loss_1: 34.46547317504883 (32.553926679823135)  --> STEP: 10 | > loss_disc: 2.1878697872161865 (2.3414371490478514) | > loss_disc_real_0: 0.09933862835168839 (0.12167982757091522) | > loss_disc_real_1: 0.20938335359096527 (0.27081113755702974) | > loss_disc_real_2: 0.214226633310318 (0.2005818799138069) | > loss_disc_real_3: 0.21029087901115417 (0.24939479678869247) | > loss_disc_real_4: 0.16957804560661316 (0.21123075634241104) | > loss_disc_real_5: 0.1686050295829773 (0.21761704236268997) | > loss_0: 2.1878697872161865 (2.3414371490478514) | > loss_gen: 2.4078750610351562 (2.517177176475525) | > loss_kl: 3.3129608631134033 (3.304896879196167) | > loss_feat: 6.243739604949951 (6.528785991668701) | > loss_mel: 18.352094650268555 (17.862643814086915) | > loss_duration: 2.3862533569335938 (2.355322027206421) | > loss_1: 32.70292282104492 (32.568826293945314)  --> STEP: 11 | > loss_disc: 2.4588968753814697 (2.3521153059872715) | > loss_disc_real_0: 0.1743064522743225 (0.1264640661803159) | > loss_disc_real_1: 0.3217124938964844 (0.2754385335878892) | > loss_disc_real_2: 0.16101782023906708 (0.1969851472161033) | > loss_disc_real_3: 0.21733303368091583 (0.24648009105162186) | > loss_disc_real_4: 0.18234987556934357 (0.20860522172667764) | > loss_disc_real_5: 0.24317289888858795 (0.21994030204686252) | > loss_0: 2.4588968753814697 (2.3521153059872715) | > loss_gen: 2.4688124656677246 (2.5127803845839067) | > loss_kl: 3.2850871086120605 (3.303095990961248) | > loss_feat: 6.847395896911621 (6.557750528508967) | > loss_mel: 15.809289932250977 (17.675975279374555) | > loss_duration: 2.5368359088897705 (2.3718232891776343) | > loss_1: 30.94742202758789 (32.42142590609464)  --> STEP: 12 | > loss_disc: 2.408403158187866 (2.356805960337321) | > loss_disc_real_0: 0.13000348210334778 (0.1267590175072352) | > loss_disc_real_1: 0.27399131655693054 (0.2753179321686427) | > loss_disc_real_2: 0.3044019043445587 (0.20593654364347458) | > loss_disc_real_3: 0.2101736068725586 (0.2434545507033666) | > loss_disc_real_4: 0.1815081685781479 (0.20634713396430016) | > loss_disc_real_5: 0.2071540355682373 (0.21887477984031042) | > loss_0: 2.408403158187866 (2.356805960337321) | > loss_gen: 2.4705448150634766 (2.5092607537905374) | > loss_kl: 3.12841534614563 (3.2885392705599465) | > loss_feat: 6.66070556640625 (6.566330115000407) | > loss_mel: 17.32498550415039 (17.64672613143921) | > loss_duration: 2.2622036933898926 (2.362688322861989) | > loss_1: 31.846853256225586 (32.37354485193888)  --> STEP: 13 | > loss_disc: 2.665207862854004 (2.380529183607835) | > loss_disc_real_0: 0.14686107635498047 (0.12830532972629255) | > loss_disc_real_1: 0.3401695191860199 (0.28030651578536403) | > loss_disc_real_2: 0.21670304238796234 (0.20676473585458902) | > loss_disc_real_3: 0.3501265048980713 (0.2516600856414208) | > loss_disc_real_4: 0.2633728086948395 (0.2107337243281878) | > loss_disc_real_5: 0.29317453503608704 (0.22459014562460092) | > loss_0: 2.665207862854004 (2.380529183607835) | > loss_gen: 2.4326071739196777 (2.503364324569702) | > loss_kl: 3.3459699153900146 (3.292957012469952) | > loss_feat: 4.478534698486328 (6.405730467576247) | > loss_mel: 14.808494567871094 (17.428400626549355) | > loss_duration: 2.2772743701934814 (2.3561180188105655) | > loss_1: 27.34288215637207 (31.986570798433743)  --> STEP: 14 | > loss_disc: 2.582430362701416 (2.3949506964002336) | > loss_disc_real_0: 0.15921439230442047 (0.13051311991044454) | > loss_disc_real_1: 0.25470125675201416 (0.2784775687115533) | > loss_disc_real_2: 0.2537986934185028 (0.21012430425201142) | > loss_disc_real_3: 0.2868182361125946 (0.2541713821036475) | > loss_disc_real_4: 0.2385863959789276 (0.2127232008746692) | > loss_disc_real_5: 0.30101680755615234 (0.23004919290542603) | > loss_0: 2.582430362701416 (2.3949506964002336) | > loss_gen: 2.496107339859009 (2.502845968518938) | > loss_kl: 4.566464424133301 (3.3839218275887624) | > loss_feat: 7.432739734649658 (6.479088272367205) | > loss_mel: 18.17608642578125 (17.481806755065918) | > loss_duration: 2.441162586212158 (2.3621926307678223) | > loss_1: 35.1125602722168 (32.20985576084682)  --> STEP: 15 | > loss_disc: 2.3462064266204834 (2.391701078414917) | > loss_disc_real_0: 0.14512433111667633 (0.13148720065752664) | > loss_disc_real_1: 0.3132399022579193 (0.28079505761464435) | > loss_disc_real_2: 0.19897443056106567 (0.2093809793392817) | > loss_disc_real_3: 0.2312377244234085 (0.25264247159163156) | > loss_disc_real_4: 0.21137060225009918 (0.2126330276330312) | > loss_disc_real_5: 0.28493544459342957 (0.23370827635129293) | > loss_0: 2.3462064266204834 (2.391701078414917) | > loss_gen: 2.7617311477661133 (2.52010498046875) | > loss_kl: 2.910609483718872 (3.3523676713307697) | > loss_feat: 7.255972385406494 (6.530880546569824) | > loss_mel: 18.411489486694336 (17.543785603841147) | > loss_duration: 2.4164915084838867 (2.365812555948893) | > loss_1: 33.75629425048828 (32.31295166015625)  --> STEP: 16 | > loss_disc: 2.6972849369049072 (2.4108000695705414) | > loss_disc_real_0: 0.2584306001663208 (0.1394211631268263) | > loss_disc_real_1: 0.3756590485572815 (0.2867240570485592) | > loss_disc_real_2: 0.24090375006198883 (0.2113511525094509) | > loss_disc_real_3: 0.29504814743995667 (0.2552928263321519) | > loss_disc_real_4: 0.2512270212173462 (0.2150451522320509) | > loss_disc_real_5: 0.15816275775432587 (0.2289866814389825) | > loss_0: 2.6972849369049072 (2.4108000695705414) | > loss_gen: 2.7332472801208496 (2.5334263741970062) | > loss_kl: 2.847956657409668 (3.320841982960701) | > loss_feat: 8.001816749572754 (6.622814059257507) | > loss_mel: 16.83649444580078 (17.499579906463623) | > loss_duration: 2.4083266258239746 (2.368469685316086) | > loss_1: 32.827842712402344 (32.34513235092163)  --> STEP: 17 | > loss_disc: 2.5277814865112305 (2.417681329390582) | > loss_disc_real_0: 0.14539098739624023 (0.13977232926032124) | > loss_disc_real_1: 0.25537922978401184 (0.2848802436800564) | > loss_disc_real_2: 0.2984960973262787 (0.2164773257339702) | > loss_disc_real_3: 0.2549704313278198 (0.25527386192013235) | > loss_disc_real_4: 0.22365549206733704 (0.21555164281059713) | > loss_disc_real_5: 0.28309333324432373 (0.23216942566282608) | > loss_0: 2.5277814865112305 (2.417681329390582) | > loss_gen: 2.5399985313415527 (2.533812971676097) | > loss_kl: 2.7958505153656006 (3.289960131925695) | > loss_feat: 5.076344966888428 (6.5318452891181495) | > loss_mel: 16.205856323242188 (17.423478519215305) | > loss_duration: 2.4386167526245117 (2.372595983393052) | > loss_1: 29.05666732788086 (32.15169323191923)  --> STEP: 18 | > loss_disc: 2.472669839859009 (2.420736246638828) | > loss_disc_real_0: 0.0832097977399826 (0.1366299663980802) | > loss_disc_real_1: 0.18633544445037842 (0.27940553261174095) | > loss_disc_real_2: 0.2548535466194153 (0.21860933800538382) | > loss_disc_real_3: 0.2981395721435547 (0.257655290265878) | > loss_disc_real_4: 0.266084760427475 (0.21835903823375702) | > loss_disc_real_5: 0.23876747488975525 (0.23253598395321104) | > loss_0: 2.472669839859009 (2.420736246638828) | > loss_gen: 2.4280264377593994 (2.5279359420140586) | > loss_kl: 3.288877248764038 (3.2898999717500477) | > loss_feat: 8.439715385437012 (6.637838072246975) | > loss_mel: 19.040313720703125 (17.513302697075737) | > loss_duration: 2.2557926177978516 (2.366106907526652) | > loss_1: 35.452728271484375 (32.33508406745063)  --> STEP: 19 | > loss_disc: 2.5417728424072266 (2.427106593784533) | > loss_disc_real_0: 0.21181997656822205 (0.14058733535440346) | > loss_disc_real_1: 0.2840658128261566 (0.27965081051776286) | > loss_disc_real_2: 0.2380005419254303 (0.21962992768538625) | > loss_disc_real_3: 0.2800097167491913 (0.2588318390281577) | > loss_disc_real_4: 0.21160657703876495 (0.21800364553928375) | > loss_disc_real_5: 0.1907997578382492 (0.2303393404734762) | > loss_0: 2.5417728424072266 (2.427106593784533) | > loss_gen: 2.3573157787323 (2.5189559334202816) | > loss_kl: 2.615687131881714 (3.2544150854411877) | > loss_feat: 6.547320365905762 (6.6330739824395435) | > loss_mel: 16.984304428100586 (17.48546068291915) | > loss_duration: 2.4117865562438965 (2.368511099564402) | > loss_1: 30.916414260864258 (32.26041723552503)  --> STEP: 20 | > loss_disc: 2.4643020629882812 (2.4289663672447204) | > loss_disc_real_0: 0.19597671926021576 (0.14335680454969407) | > loss_disc_real_1: 0.2969024181365967 (0.28051339089870453) | > loss_disc_real_2: 0.2002103477716446 (0.21865894868969918) | > loss_disc_real_3: 0.2362455129623413 (0.2577025227248669) | > loss_disc_real_4: 0.18755799531936646 (0.21648136302828788) | > loss_disc_real_5: 0.2794815003871918 (0.23279644846916198) | > loss_0: 2.4643020629882812 (2.4289663672447204) | > loss_gen: 2.5864498615264893 (2.522330629825592) | > loss_kl: 2.196373462677002 (3.2015130043029787) | > loss_feat: 5.443674087524414 (6.573603987693787) | > loss_mel: 17.870956420898438 (17.504735469818115) | > loss_duration: 2.2824997901916504 (2.364210534095764) | > loss_1: 30.379953384399414 (32.16639404296875)  --> STEP: 21 | > loss_disc: 2.5764663219451904 (2.4359901746114097) | > loss_disc_real_0: 0.15815311670303345 (0.14406139084271022) | > loss_disc_real_1: 0.2725425958633423 (0.28013382923035396) | > loss_disc_real_2: 0.25874385237693787 (0.22056775362718672) | > loss_disc_real_3: 0.27122563123703003 (0.2583464802730651) | > loss_disc_real_4: 0.28446608781814575 (0.21971873087542398) | > loss_disc_real_5: 0.3116495609283447 (0.23655135858626591) | > loss_0: 2.5764663219451904 (2.4359901746114097) | > loss_gen: 2.5535013675689697 (2.523814950670515) | > loss_kl: 2.222813844680786 (3.1549082824162076) | > loss_feat: 6.132783889770508 (6.552612554459345) | > loss_mel: 16.295270919799805 (17.447141919817245) | > loss_duration: 2.1708598136901855 (2.3550033569335938) | > loss_1: 29.375228881835938 (32.03348141624814)  --> STEP: 22 | > loss_disc: 2.495236873626709 (2.438683206384832) | > loss_disc_real_0: 0.12122076004743576 (0.14302318035201592) | > loss_disc_real_1: 0.31114768981933594 (0.28154355016621674) | > loss_disc_real_2: 0.24277961254119873 (0.22157738357782364) | > loss_disc_real_3: 0.2436424195766449 (0.2576781138777733) | > loss_disc_real_4: 0.2380741387605667 (0.22055306759747592) | > loss_disc_real_5: 0.2560591995716095 (0.23743807863105426) | > loss_0: 2.495236873626709 (2.438683206384832) | > loss_gen: 2.44077205657959 (2.5200402736663823) | > loss_kl: 2.7010691165924072 (3.1342792294242163) | > loss_feat: 6.495565414428711 (6.5500195026397705) | > loss_mel: 18.009510040283203 (17.472704107111152) | > loss_duration: 2.175978660583496 (2.346865870735862) | > loss_1: 31.822895050048828 (32.02390930869362)  --> STEP: 23 | > loss_disc: 2.480323553085327 (2.4404936562413755) | > loss_disc_real_0: 0.20563553273677826 (0.14574545654265775) | > loss_disc_real_1: 0.24348461627960205 (0.279888813910277) | > loss_disc_real_2: 0.1608150750398636 (0.2189355440761732) | > loss_disc_real_3: 0.2470824271440506 (0.2572174318458723) | > loss_disc_real_4: 0.21106377243995667 (0.220140489547149) | > loss_disc_real_5: 0.279076486825943 (0.2392484442047451) | > loss_0: 2.480323553085327 (2.4404936562413755) | > loss_gen: 2.460015058517456 (2.5174304817033852) | > loss_kl: 2.897369146347046 (3.123978791029557) | > loss_feat: 9.378069877624512 (6.672978214595629) | > loss_mel: 16.73419952392578 (17.44059521219005) | > loss_duration: 2.2848591804504395 (2.3441699276799737) | > loss_1: 33.754512786865234 (32.09915293817934)  --> STEP: 24 | > loss_disc: 2.2699520587921143 (2.4333877563476562) | > loss_disc_real_0: 0.09229004383087158 (0.14351814767966667) | > loss_disc_real_1: 0.2610982060432434 (0.27910587191581726) | > loss_disc_real_2: 0.1735255867242813 (0.21704346251984438) | > loss_disc_real_3: 0.23763686418533325 (0.2564015748600165) | > loss_disc_real_4: 0.20539423823356628 (0.21952606240908304) | > loss_disc_real_5: 0.26948118209838867 (0.24050814161698023) | > loss_0: 2.2699520587921143 (2.4333877563476562) | > loss_gen: 2.5423645973205566 (2.518469403187434) | > loss_kl: 2.6825127601623535 (3.105584373076757) | > loss_feat: 5.507981777191162 (6.624436696370442) | > loss_mel: 14.96423625946045 (17.33741358915965) | > loss_duration: 2.382556438446045 (2.34576936562856) | > loss_1: 28.079652786254883 (31.931673765182484)  --> STEP: 25 | > loss_disc: 2.406034469604492 (2.43229362487793) | > loss_disc_real_0: 0.12771573662757874 (0.14288605123758316) | > loss_disc_real_1: 0.3046139180660248 (0.28012619376182557) | > loss_disc_real_2: 0.2864062488079071 (0.21981797397136688) | > loss_disc_real_3: 0.3004501461982727 (0.25816351771354673) | > loss_disc_real_4: 0.1972728669643402 (0.21863593459129332) | > loss_disc_real_5: 0.2625240683555603 (0.24138877868652345) | > loss_0: 2.406034469604492 (2.43229362487793) | > loss_gen: 2.807964563369751 (2.530049209594727) | > loss_kl: 2.9010465145111084 (3.0974028587341307) | > loss_feat: 6.477372646331787 (6.618554134368896) | > loss_mel: 15.3770112991333 (17.258997497558592) | > loss_duration: 2.41115665435791 (2.348384857177734) | > loss_1: 29.974552154541016 (31.853388900756826)  --> STEP: 26 | > loss_disc: 2.588805675506592 (2.4383133191328783) | > loss_disc_real_0: 0.06220124661922455 (0.13978278952149245) | > loss_disc_real_1: 0.21718864142894745 (0.27770551867209947) | > loss_disc_real_2: 0.14691594243049622 (0.2170140496813334) | > loss_disc_real_3: 0.13862226903438568 (0.25356577737973285) | > loss_disc_real_4: 0.19570738077163696 (0.21775406713669115) | > loss_disc_real_5: 0.1830373853445053 (0.23914449432721505) | > loss_0: 2.588805675506592 (2.4383133191328783) | > loss_gen: 1.86518132686615 (2.5044773679513197) | > loss_kl: 2.6065027713775635 (3.0785220861434937) | > loss_feat: 11.590121269226074 (6.809768254940327) | > loss_mel: 19.150102615356445 (17.331732309781586) | > loss_duration: 2.3234825134277344 (2.3474270747258106) | > loss_1: 37.5353889465332 (32.07192736405592) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023534481342022237 (-0.00022054635561429567) | > avg_loss_disc: 2.4383133191328783 (-0.05865044777209949) | > avg_loss_disc_real_0: 0.13978278952149245 (-0.03746838323198831) | > avg_loss_disc_real_1: 0.27770551867209947 (+0.007523221465257468) | > avg_loss_disc_real_2: 0.2170140496813334 (-0.015135293396619648) | > avg_loss_disc_real_3: 0.25356577737973285 (-0.0015697691303033223) | > avg_loss_disc_real_4: 0.21775406713669115 (-0.052384176506445945) | > avg_loss_disc_real_5: 0.23914449432721505 (-0.04598435530295744) | > avg_loss_0: 2.4383133191328783 (-0.05865044777209949) | > avg_loss_gen: 2.5044773679513197 (-0.09875624454938459) | > avg_loss_kl: 3.0785220861434937 (+0.013651297642634397) | > avg_loss_feat: 6.809768254940327 (+0.2554123034844036) | > avg_loss_mel: 17.331732309781586 (+0.6374828265263446) | > avg_loss_duration: 2.3474270747258106 (-0.008307438630324793) | > avg_loss_1: 32.07192736405592 (+0.7994829324575434)  > EPOCH: 929/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:26:38)   --> TIME: 2024-06-12 08:26:41 -- STEP: 4/330 -- GLOBAL_STEP: 394575 | > loss_disc: 2.3008015155792236 (2.2978158593177795) | > loss_disc_real_0: 0.10715155303478241 (0.09682131186127663) | > loss_disc_real_1: 0.19874468445777893 (0.18711986765265465) | > loss_disc_real_2: 0.1902174949645996 (0.1907762549817562) | > loss_disc_real_3: 0.2276936173439026 (0.2162504829466343) | > loss_disc_real_4: 0.20974664390087128 (0.19688405096530914) | > loss_disc_real_5: 0.20554549992084503 (0.21166332811117172) | > loss_0: 2.3008015155792236 (2.2978158593177795) | > grad_norm_0: tensor(7.6073, device='cuda:0') (tensor(7.3223, device='cuda:0')) | > loss_gen: 2.5972328186035156 (2.5268885493278503) | > loss_kl: 2.1234047412872314 (1.975488007068634) | > loss_feat: 6.979318141937256 (7.200644612312317) | > loss_mel: 18.067895889282227 (17.862582206726074) | > loss_duration: 2.106325626373291 (2.156830906867981) | > loss_1: 31.874177932739258 (31.722435474395752) | > grad_norm_1: tensor(63.7743, device='cuda:0') (tensor(54.5782, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.3501 (0.3842875361442566) | > loader_time: 0.0027 (0.0032655000686645508)  --> TIME: 2024-06-12 08:26:50 -- STEP: 29/330 -- GLOBAL_STEP: 394600 | > loss_disc: 2.3346400260925293 (2.3591649121251597) | > loss_disc_real_0: 0.06705526262521744 (0.10663697765818958) | > loss_disc_real_1: 0.1963159441947937 (0.19856862158610902) | > loss_disc_real_2: 0.1939907819032669 (0.20554217953106452) | > loss_disc_real_3: 0.2132377177476883 (0.22666403702620802) | > loss_disc_real_4: 0.22213277220726013 (0.2323421661196084) | > loss_disc_real_5: 0.21949520707130432 (0.2203827202320099) | > loss_0: 2.3346400260925293 (2.3591649121251597) | > grad_norm_0: tensor(9.9641, device='cuda:0') (tensor(10.0416, device='cuda:0')) | > loss_gen: 2.6000239849090576 (2.4827772008961646) | > loss_kl: 1.9882478713989258 (1.9196479114992866) | > loss_feat: 6.676229953765869 (6.896340468834186) | > loss_mel: 17.255720138549805 (17.233068860810377) | > loss_duration: 1.972083568572998 (2.0036110754670773) | > loss_1: 30.492305755615234 (30.535445640827046) | > grad_norm_1: tensor(72.8779, device='cuda:0') (tensor(99.0198, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.3561 (0.35893304594631853) | > loader_time: 0.0031 (0.003219760697463463)  --> TIME: 2024-06-12 08:26:59 -- STEP: 54/330 -- GLOBAL_STEP: 394625 | > loss_disc: 2.3596158027648926 (2.339559060555917) | > loss_disc_real_0: 0.0928327739238739 (0.10791566636827257) | > loss_disc_real_1: 0.2156050205230713 (0.1950397593555627) | > loss_disc_real_2: 0.1720481812953949 (0.20392948416648088) | > loss_disc_real_3: 0.22068005800247192 (0.22530055128865772) | > loss_disc_real_4: 0.2279808521270752 (0.23165221374343942) | > loss_disc_real_5: 0.19860808551311493 (0.21999915772014195) | > loss_0: 2.3596158027648926 (2.339559060555917) | > grad_norm_0: tensor(4.4908, device='cuda:0') (tensor(9.0685, device='cuda:0')) | > loss_gen: 2.479471206665039 (2.488880192791975) | > loss_kl: 1.96184241771698 (1.945743578451651) | > loss_feat: 7.100109100341797 (6.928202814526028) | > loss_mel: 17.528987884521484 (17.13998402489557) | > loss_duration: 1.9447084665298462 (1.9818810467366825) | > loss_1: 31.015117645263672 (30.48469172583686) | > grad_norm_1: tensor(56.8691, device='cuda:0') (tensor(96.1478, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.3613 (0.3604823792422259) | > loader_time: 0.0032 (0.0032777168132640698)  --> TIME: 2024-06-12 08:27:09 -- STEP: 79/330 -- GLOBAL_STEP: 394650 | > loss_disc: 2.4187610149383545 (2.3382481019708177) | > loss_disc_real_0: 0.185492604970932 (0.1087483194998548) | > loss_disc_real_1: 0.20406922698020935 (0.19480591635160807) | > loss_disc_real_2: 0.22106407582759857 (0.20495870973490463) | > loss_disc_real_3: 0.2494061142206192 (0.22667636279063888) | > loss_disc_real_4: 0.227613627910614 (0.2309753517561321) | > loss_disc_real_5: 0.22148579359054565 (0.22206548422197753) | > loss_0: 2.4187610149383545 (2.3382481019708177) | > grad_norm_0: tensor(15.5890, device='cuda:0') (tensor(8.8902, device='cuda:0')) | > loss_gen: 2.4876649379730225 (2.5004967617083205) | > loss_kl: 1.970763921737671 (1.9680994311465492) | > loss_feat: 7.093671798706055 (6.9870629793480985) | > loss_mel: 17.00416374206543 (17.13196107405651) | > loss_duration: 1.9632625579833984 (1.9760863901693613) | > loss_1: 30.519527435302734 (30.56370674809323) | > grad_norm_1: tensor(57.8748, device='cuda:0') (tensor(87.4508, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.3748 (0.3632134938541847) | > loader_time: 0.0033 (0.003359667862517924)  --> TIME: 2024-06-12 08:27:19 -- STEP: 104/330 -- GLOBAL_STEP: 394675 | > loss_disc: 2.3842849731445312 (2.3440376588931455) | > loss_disc_real_0: 0.13941456377506256 (0.10988695797725366) | > loss_disc_real_1: 0.18226364254951477 (0.19467424099835062) | > loss_disc_real_2: 0.2514413595199585 (0.20589183270931244) | > loss_disc_real_3: 0.22492080926895142 (0.22693231272009703) | > loss_disc_real_4: 0.2163718193769455 (0.23060200420709756) | > loss_disc_real_5: 0.2152813971042633 (0.2223830230247516) | > loss_0: 2.3842849731445312 (2.3440376588931455) | > grad_norm_0: tensor(13.7411, device='cuda:0') (tensor(9.3046, device='cuda:0')) | > loss_gen: 2.5609779357910156 (2.4879301075751963) | > loss_kl: 2.0595920085906982 (1.972857660972155) | > loss_feat: 6.585455417633057 (6.9584650213901815) | > loss_mel: 15.911307334899902 (17.10863138162174) | > loss_duration: 2.0448269844055176 (1.9778678210882044) | > loss_1: 29.162158966064453 (30.505752123319187) | > grad_norm_1: tensor(53.8382, device='cuda:0') (tensor(86.7195, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.3801 (0.3675886530142564) | > loader_time: 0.0041 (0.003518833563877986)  --> TIME: 2024-06-12 08:27:29 -- STEP: 129/330 -- GLOBAL_STEP: 394700 | > loss_disc: 2.437870979309082 (2.3482258264408555) | > loss_disc_real_0: 0.1298673301935196 (0.11056464211654293) | > loss_disc_real_1: 0.19895754754543304 (0.19484179934789966) | > loss_disc_real_2: 0.18549177050590515 (0.2069303704093593) | > loss_disc_real_3: 0.2563839554786682 (0.22794213336567545) | > loss_disc_real_4: 0.25435134768486023 (0.2313031995481299) | > loss_disc_real_5: 0.23260851204395294 (0.22311712720597437) | > loss_0: 2.437870979309082 (2.3482258264408555) | > grad_norm_0: tensor(6.6790, device='cuda:0') (tensor(9.0546, device='cuda:0')) | > loss_gen: 2.4137837886810303 (2.484191944432813) | > loss_kl: 1.9735101461410522 (1.9799516108608985) | > loss_feat: 6.090232849121094 (6.933907098548357) | > loss_mel: 16.852027893066406 (17.106576653414006) | > loss_duration: 1.9498156309127808 (1.9813346206679827) | > loss_1: 29.27937126159668 (30.485962032347686) | > grad_norm_1: tensor(79.3861, device='cuda:0') (tensor(83.9787, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.4074 (0.37383307227792667) | > loader_time: 0.0046 (0.0036774217620376467)  --> TIME: 2024-06-12 08:27:39 -- STEP: 154/330 -- GLOBAL_STEP: 394725 | > loss_disc: 2.3204660415649414 (2.353876389466324) | > loss_disc_real_0: 0.09467725455760956 (0.11205627541843947) | > loss_disc_real_1: 0.19319961965084076 (0.19500451002802172) | > loss_disc_real_2: 0.19815587997436523 (0.20780940199053138) | > loss_disc_real_3: 0.23588193953037262 (0.22856448939094295) | > loss_disc_real_4: 0.22909770905971527 (0.23171285685006673) | > loss_disc_real_5: 0.2336971014738083 (0.22352568244005178) | > loss_0: 2.3204660415649414 (2.353876389466324) | > grad_norm_0: tensor(9.9966, device='cuda:0') (tensor(9.2731, device='cuda:0')) | > loss_gen: 2.409379005432129 (2.4782976577808333) | > loss_kl: 2.0562291145324707 (1.9849137919289725) | > loss_feat: 6.518106937408447 (6.913717492834314) | > loss_mel: 16.989469528198242 (17.076582914823067) | > loss_duration: 1.9925456047058105 (1.9854266527411226) | > loss_1: 29.965728759765625 (30.438938599128228) | > grad_norm_1: tensor(151.7367, device='cuda:0') (tensor(86.5286, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.4092 (0.37720953179644295) | > loader_time: 0.0043 (0.003819508986039595)  --> TIME: 2024-06-12 08:27:49 -- STEP: 179/330 -- GLOBAL_STEP: 394750 | > loss_disc: 2.372277021408081 (2.3591728130532377) | > loss_disc_real_0: 0.08679813146591187 (0.11344916872971551) | > loss_disc_real_1: 0.17970912158489227 (0.19460550050495723) | > loss_disc_real_2: 0.19650213420391083 (0.2086688340043223) | > loss_disc_real_3: 0.22105306386947632 (0.22904887953617054) | > loss_disc_real_4: 0.2515704035758972 (0.23172011963149022) | > loss_disc_real_5: 0.24463047087192535 (0.22377202380968872) | > loss_0: 2.372277021408081 (2.3591728130532377) | > grad_norm_0: tensor(16.2477, device='cuda:0') (tensor(10.0158, device='cuda:0')) | > loss_gen: 2.485269784927368 (2.4722084519583425) | > loss_kl: 2.039849042892456 (1.989012898679552) | > loss_feat: 6.803572654724121 (6.915924357302362) | > loss_mel: 16.822721481323242 (17.054485177194607) | > loss_duration: 2.0621538162231445 (1.9929087328511244) | > loss_1: 30.213565826416016 (30.42453965128467) | > grad_norm_1: tensor(337.2079, device='cuda:0') (tensor(103.1302, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.3902 (0.3787159000695084) | > loader_time: 0.0049 (0.003940521005811637)  --> TIME: 2024-06-12 08:27:59 -- STEP: 204/330 -- GLOBAL_STEP: 394775 | > loss_disc: 2.4069952964782715 (2.357927328231289) | > loss_disc_real_0: 0.10028991103172302 (0.11425049840381332) | > loss_disc_real_1: 0.18073348701000214 (0.1946439853339803) | > loss_disc_real_2: 0.21992796659469604 (0.2084952912786428) | > loss_disc_real_3: 0.2015676349401474 (0.2289765339125605) | > loss_disc_real_4: 0.20816396176815033 (0.2316669336721009) | > loss_disc_real_5: 0.2010749876499176 (0.22337135570306405) | > loss_0: 2.4069952964782715 (2.357927328231289) | > grad_norm_0: tensor(9.9404, device='cuda:0') (tensor(11.1031, device='cuda:0')) | > loss_gen: 2.531198740005493 (2.4754245690270973) | > loss_kl: 2.240793466567993 (1.995695905942543) | > loss_feat: 7.797008991241455 (6.940853679881377) | > loss_mel: 17.43121337890625 (17.03380305159326) | > loss_duration: 2.019791603088379 (2.0012337378427096) | > loss_1: 32.0200080871582 (30.44701099395752) | > grad_norm_1: tensor(309.3288, device='cuda:0') (tensor(125.3401, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.4053 (0.3801367446488024) | > loader_time: 0.0051 (0.004049811877456366)  --> TIME: 2024-06-12 08:28:09 -- STEP: 229/330 -- GLOBAL_STEP: 394800 | > loss_disc: 2.343759536743164 (2.363141632496531) | > loss_disc_real_0: 0.10461778938770294 (0.1161369994673146) | > loss_disc_real_1: 0.1735636591911316 (0.19532048071055433) | > loss_disc_real_2: 0.18667277693748474 (0.20877409196056135) | > loss_disc_real_3: 0.22879502177238464 (0.22939729117930716) | > loss_disc_real_4: 0.21988093852996826 (0.23187026257858526) | > loss_disc_real_5: 0.23292680084705353 (0.2228398510462332) | > loss_0: 2.343759536743164 (2.363141632496531) | > grad_norm_0: tensor(31.2162, device='cuda:0') (tensor(12.8709, device='cuda:0')) | > loss_gen: 2.4806416034698486 (2.473582110550727) | > loss_kl: 2.1378941535949707 (2.0001593328459295) | > loss_feat: 7.376722812652588 (6.930055162271558) | > loss_mel: 17.32337188720703 (16.9992473135869) | > loss_duration: 2.121551513671875 (2.0109933276363856) | > loss_1: 31.440183639526367 (30.414037279687072) | > grad_norm_1: tensor(362.6057, device='cuda:0') (tensor(150.3083, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.407 (0.3828096951980257) | > loader_time: 0.006 (0.004191530844009598)  --> TIME: 2024-06-12 08:28:20 -- STEP: 254/330 -- GLOBAL_STEP: 394825 | > loss_disc: 2.4244511127471924 (2.3629414453281203) | > loss_disc_real_0: 0.07744786143302917 (0.11665854858249192) | > loss_disc_real_1: 0.20873509347438812 (0.1953085784719685) | > loss_disc_real_2: 0.22628115117549896 (0.2091607610423734) | > loss_disc_real_3: 0.23398031294345856 (0.22933545567857938) | > loss_disc_real_4: 0.2583005428314209 (0.23164215302608143) | > loss_disc_real_5: 0.23388376832008362 (0.2222025880194086) | > loss_0: 2.4244511127471924 (2.3629414453281203) | > grad_norm_0: tensor(56.9613, device='cuda:0') (tensor(15.1084, device='cuda:0')) | > loss_gen: 2.610045909881592 (2.479539892804905) | > loss_kl: 2.128697633743286 (2.0005936425501902) | > loss_feat: 7.137594223022461 (6.947186537614957) | > loss_mel: 15.833840370178223 (16.96964816972026) | > loss_duration: 2.068976402282715 (2.0186414052182293) | > loss_1: 29.779155731201172 (30.415609660111073) | > grad_norm_1: tensor(514.0966, device='cuda:0') (tensor(179.4375, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.4372 (0.38657473673032017) | > loader_time: 0.0059 (0.004347524305028238)  --> TIME: 2024-06-12 08:28:31 -- STEP: 279/330 -- GLOBAL_STEP: 394850 | > loss_disc: 2.3506414890289307 (2.365265693288551) | > loss_disc_real_0: 0.17474856972694397 (0.11831272150453273) | > loss_disc_real_1: 0.2055703103542328 (0.19572599429810777) | > loss_disc_real_2: 0.2513110637664795 (0.2096708963314692) | > loss_disc_real_3: 0.25182271003723145 (0.22936698431182503) | > loss_disc_real_4: 0.2382339984178543 (0.23150456298850344) | > loss_disc_real_5: 0.21502046287059784 (0.221405491820373) | > loss_0: 2.3506414890289307 (2.365265693288551) | > grad_norm_0: tensor(31.8909, device='cuda:0') (tensor(16.3116, device='cuda:0')) | > loss_gen: 2.7678451538085938 (2.4782252012615142) | > loss_kl: 2.0080504417419434 (2.0087562273907396) | > loss_feat: 7.315762996673584 (6.945489533058634) | > loss_mel: 15.929245948791504 (16.923406853898022) | > loss_duration: 2.1295957565307617 (2.0287836076538195) | > loss_1: 30.150501251220703 (30.384661424971824) | > grad_norm_1: tensor(809.8000, device='cuda:0') (tensor(204.6358, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.4577 (0.39132439876542724) | > loader_time: 0.0063 (0.004509729296503098)  --> TIME: 2024-06-12 08:28:43 -- STEP: 304/330 -- GLOBAL_STEP: 394875 | > loss_disc: 2.341187000274658 (2.3683288850282374) | > loss_disc_real_0: 0.17748619616031647 (0.11957619733814347) | > loss_disc_real_1: 0.2225998044013977 (0.19656979591634716) | > loss_disc_real_2: 0.2192872315645218 (0.21008282287144345) | > loss_disc_real_3: 0.21838676929473877 (0.2292917595293961) | > loss_disc_real_4: 0.2108609974384308 (0.23169594473744692) | > loss_disc_real_5: 0.19547036290168762 (0.2215876677808793) | > loss_0: 2.341187000274658 (2.3683288850282374) | > grad_norm_0: tensor(23.0387, device='cuda:0') (tensor(17.1910, device='cuda:0')) | > loss_gen: 2.4344000816345215 (2.4762659057190546) | > loss_kl: 2.062948226928711 (2.014428295587237) | > loss_feat: 7.908942222595215 (6.9612824885468765) | > loss_mel: 16.564756393432617 (16.888431163210615) | > loss_duration: 2.1841142177581787 (2.04013888616311) | > loss_1: 31.155162811279297 (30.380546745501068) | > grad_norm_1: tensor(637.2338, device='cuda:0') (tensor(220.1314, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 0.4751 (0.3980341781126826) | > loader_time: 0.0073 (0.004709252401402119)  --> TIME: 2024-06-12 08:29:10 -- STEP: 329/330 -- GLOBAL_STEP: 394900 | > loss_disc: 2.4699594974517822 (2.374097984250192) | > loss_disc_real_0: 0.1804356724023819 (0.12174891635186766) | > loss_disc_real_1: 0.15783637762069702 (0.19643822588637969) | > loss_disc_real_2: 0.23927552998065948 (0.21037998469404898) | > loss_disc_real_3: 0.19668564200401306 (0.22963938809999215) | > loss_disc_real_4: 0.23837897181510925 (0.23223224744246) | > loss_disc_real_5: 0.25489360094070435 (0.22200225963962114) | > loss_0: 2.4699594974517822 (2.374097984250192) | > grad_norm_0: tensor(5.5648, device='cuda:0') (tensor(17.5660, device='cuda:0')) | > loss_gen: 2.2360715866088867 (2.4710166867380816) | > loss_kl: 2.2153830528259277 (2.0255634299165197) | > loss_feat: 10.412353515625 (7.028241954675926) | > loss_mel: 17.358121871948242 (16.852546602034646) | > loss_duration: 2.276057720184326 (2.0550710154884144) | > loss_1: 34.497989654541016 (30.4324397345082) | > grad_norm_1: tensor(57.4916, device='cuda:0') (tensor(224.5821, device='cuda:0')) | > current_lr_0: 0.00017807149164831515 | > current_lr_1: 0.00017807149164831515 | > step_time: 13.2794 (0.44870968792576194) | > loader_time: 0.0344 (0.0051435793786788015)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5058581829071045 (2.5058581829071045) | > loss_disc_real_0: 0.1252743899822235 (0.1252743899822235) | > loss_disc_real_1: 0.2766661047935486 (0.2766661047935486) | > loss_disc_real_2: 0.27087053656578064 (0.27087053656578064) | > loss_disc_real_3: 0.24804843962192535 (0.24804843962192535) | > loss_disc_real_4: 0.26623159646987915 (0.26623159646987915) | > loss_disc_real_5: 0.2508305311203003 (0.2508305311203003) | > loss_0: 2.5058581829071045 (2.5058581829071045) | > loss_gen: 2.3285810947418213 (2.3285810947418213) | > loss_kl: 2.080256462097168 (2.080256462097168) | > loss_feat: 6.056332588195801 (6.056332588195801) | > loss_mel: 17.360275268554688 (17.360275268554688) | > loss_duration: 3.05403733253479 (3.05403733253479) | > loss_1: 30.87948226928711 (30.87948226928711)  --> STEP: 1 | > loss_disc: 1.9458431005477905 (1.9458431005477905) | > loss_disc_real_0: 0.05761180445551872 (0.05761180445551872) | > loss_disc_real_1: 0.1595960408449173 (0.1595960408449173) | > loss_disc_real_2: 0.1679464876651764 (0.1679464876651764) | > loss_disc_real_3: 0.19681274890899658 (0.19681274890899658) | > loss_disc_real_4: 0.12645003199577332 (0.12645003199577332) | > loss_disc_real_5: 0.11912111192941666 (0.11912111192941666) | > loss_0: 1.9458431005477905 (1.9458431005477905) | > loss_gen: 2.2682738304138184 (2.2682738304138184) | > loss_kl: 3.5157201290130615 (3.5157201290130615) | > loss_feat: 7.330491065979004 (7.330491065979004) | > loss_mel: 17.87993049621582 (17.87993049621582) | > loss_duration: 2.621969223022461 (2.621969223022461) | > loss_1: 33.61638641357422 (33.61638641357422)  --> STEP: 2 | > loss_disc: 2.3939130306243896 (2.16987806558609) | > loss_disc_real_0: 0.09359359741210938 (0.07560270093381405) | > loss_disc_real_1: 0.2381921410560608 (0.19889409095048904) | > loss_disc_real_2: 0.2455851286649704 (0.2067658081650734) | > loss_disc_real_3: 0.24131129682064056 (0.21906202286481857) | > loss_disc_real_4: 0.2947743535041809 (0.2106121927499771) | > loss_disc_real_5: 0.28080013394355774 (0.1999606229364872) | > loss_0: 2.3939130306243896 (2.16987806558609) | > loss_gen: 2.5274124145507812 (2.3978431224823) | > loss_kl: 2.99194073677063 (3.2538304328918457) | > loss_feat: 5.663817405700684 (6.497154235839844) | > loss_mel: 17.50458335876465 (17.692256927490234) | > loss_duration: 2.522392511367798 (2.5721808671951294) | > loss_1: 31.210145950317383 (32.4132661819458)  --> STEP: 3 | > loss_disc: 2.423677682876587 (2.254477938016256) | > loss_disc_real_0: 0.2187620997428894 (0.12332250053683917) | > loss_disc_real_1: 0.21215076744556427 (0.20331298311551413) | > loss_disc_real_2: 0.20931477844715118 (0.207615464925766) | > loss_disc_real_3: 0.25507500767707825 (0.2310663511355718) | > loss_disc_real_4: 0.26679545640945435 (0.2293399473031362) | > loss_disc_real_5: 0.2367241233587265 (0.21221512307723364) | > loss_0: 2.423677682876587 (2.254477938016256) | > loss_gen: 2.599005937576294 (2.464897394180298) | > loss_kl: 2.7364187240600586 (3.08135986328125) | > loss_feat: 6.388241291046143 (6.46084992090861) | > loss_mel: 17.93062400817871 (17.77171262105306) | > loss_duration: 2.34308123588562 (2.495814323425293) | > loss_1: 31.997371673583984 (32.27463467915853)  --> STEP: 4 | > loss_disc: 2.5227060317993164 (2.321534961462021) | > loss_disc_real_0: 0.1736428141593933 (0.1359025789424777) | > loss_disc_real_1: 0.23083409667015076 (0.21019326150417328) | > loss_disc_real_2: 0.1595766395330429 (0.19560575857758522) | > loss_disc_real_3: 0.25494080781936646 (0.23703496530652046) | > loss_disc_real_4: 0.30772560834884644 (0.24893636256456375) | > loss_disc_real_5: 0.23135948181152344 (0.21700121276080608) | > loss_0: 2.5227060317993164 (2.321534961462021) | > loss_gen: 2.2168562412261963 (2.4028871059417725) | > loss_kl: 4.265805721282959 (3.3774713277816772) | > loss_feat: 5.568043231964111 (6.237648248672485) | > loss_mel: 16.56065559387207 (17.468948364257812) | > loss_duration: 2.4125616550445557 (2.4750011563301086) | > loss_1: 31.023921966552734 (31.96195650100708)  --> STEP: 5 | > loss_disc: 2.562960147857666 (2.36981999874115) | > loss_disc_real_0: 0.2214379757642746 (0.15300965830683708) | > loss_disc_real_1: 0.2500349283218384 (0.2181615948677063) | > loss_disc_real_2: 0.2074429839849472 (0.19797320365905763) | > loss_disc_real_3: 0.25382083654403687 (0.24039213955402375) | > loss_disc_real_4: 0.2867678701877594 (0.25650266408920286) | > loss_disc_real_5: 0.2260422706604004 (0.21880942434072495) | > loss_0: 2.562960147857666 (2.36981999874115) | > loss_gen: 2.408191204071045 (2.403947925567627) | > loss_kl: 3.2033016681671143 (3.3426373958587647) | > loss_feat: 4.561488628387451 (5.902416324615478) | > loss_mel: 17.963855743408203 (17.567929840087892) | > loss_duration: 2.4215335845947266 (2.4643076419830323) | > loss_1: 30.55837059020996 (31.681239318847656)  --> STEP: 6 | > loss_disc: 2.2694051265716553 (2.3530841867129006) | > loss_disc_real_0: 0.09795232117176056 (0.143833435450991) | > loss_disc_real_1: 0.1990746557712555 (0.21498043835163116) | > loss_disc_real_2: 0.22261229157447815 (0.20207971831162772) | > loss_disc_real_3: 0.2139359712600708 (0.23598277817169824) | > loss_disc_real_4: 0.24388036131858826 (0.2543989469607671) | > loss_disc_real_5: 0.24268095195293427 (0.22278801227609316) | > loss_0: 2.2694051265716553 (2.3530841867129006) | > loss_gen: 2.436413288116455 (2.409358819325765) | > loss_kl: 2.6453487873077393 (3.2264226277669272) | > loss_feat: 7.360957145690918 (6.145506461461385) | > loss_mel: 17.957660675048828 (17.632884979248047) | > loss_duration: 2.245439052581787 (2.4278295437494912) | > loss_1: 32.645816802978516 (31.842002232869465)  --> STEP: 7 | > loss_disc: 2.2173912525177 (2.333699481827872) | > loss_disc_real_0: 0.08024455606937408 (0.1347493098250457) | > loss_disc_real_1: 0.21640267968177795 (0.21518361568450928) | > loss_disc_real_2: 0.17890018224716187 (0.198768356016704) | > loss_disc_real_3: 0.21376895904541016 (0.23280937543937139) | > loss_disc_real_4: 0.2072126567363739 (0.24765804835728236) | > loss_disc_real_5: 0.14015141129493713 (0.21098278356449945) | > loss_0: 2.2173912525177 (2.333699481827872) | > loss_gen: 2.343423843383789 (2.39993953704834) | > loss_kl: 4.454000473022461 (3.4017908913748607) | > loss_feat: 6.5726141929626465 (6.206521851675851) | > loss_mel: 18.61099624633789 (17.77261516026088) | > loss_duration: 2.51016902923584 (2.439592327390398) | > loss_1: 34.49120330810547 (32.220459529331755)  --> STEP: 8 | > loss_disc: 2.30364990234375 (2.329943284392357) | > loss_disc_real_0: 0.14264562726020813 (0.13573634950444102) | > loss_disc_real_1: 0.27471593022346497 (0.22262515500187874) | > loss_disc_real_2: 0.2391214221715927 (0.2038124892860651) | > loss_disc_real_3: 0.1687694787979126 (0.22480438835918903) | > loss_disc_real_4: 0.2291746735572815 (0.24534762650728226) | > loss_disc_real_5: 0.258409708738327 (0.2169111492112279) | > loss_0: 2.30364990234375 (2.329943284392357) | > loss_gen: 2.776998996734619 (2.4470719695091248) | > loss_kl: 3.2484419345855713 (3.3826222717761993) | > loss_feat: 8.200772285461426 (6.455803155899048) | > loss_mel: 19.345653533935547 (17.969244956970215) | > loss_duration: 2.312580108642578 (2.4237158000469208) | > loss_1: 35.88444900512695 (32.67845821380615)  --> STEP: 9 | > loss_disc: 2.463963031768799 (2.3448343674341836) | > loss_disc_real_0: 0.21287551522254944 (0.14430736791756418) | > loss_disc_real_1: 0.25330984592437744 (0.22603456510437858) | > loss_disc_real_2: 0.18132449686527252 (0.2013138234615326) | > loss_disc_real_3: 0.2060534656047821 (0.22272095249758828) | > loss_disc_real_4: 0.2575513422489166 (0.2467035949230194) | > loss_disc_real_5: 0.18726885318756104 (0.2136175607641538) | > loss_0: 2.463963031768799 (2.3448343674341836) | > loss_gen: 2.3301405906677246 (2.4340795940823026) | > loss_kl: 3.1517207622528076 (3.3569665484958224) | > loss_feat: 6.146973133087158 (6.421488708919949) | > loss_mel: 17.9033203125 (17.961919996473526) | > loss_duration: 2.196314573287964 (2.3984489970737033) | > loss_1: 31.728469848632812 (32.57290395100912)  --> STEP: 10 | > loss_disc: 2.482171058654785 (2.358568036556244) | > loss_disc_real_0: 0.20755170285701752 (0.1506318014115095) | > loss_disc_real_1: 0.2547869384288788 (0.22890980243682862) | > loss_disc_real_2: 0.2315913289785385 (0.2043415740132332) | > loss_disc_real_3: 0.22398720681667328 (0.22284757792949678) | > loss_disc_real_4: 0.2923768162727356 (0.25127091705799104) | > loss_disc_real_5: 0.26621323823928833 (0.21887712851166724) | > loss_0: 2.482171058654785 (2.358568036556244) | > loss_gen: 2.3523693084716797 (2.4259085655212402) | > loss_kl: 2.948709726333618 (3.316140866279602) | > loss_feat: 5.295750617980957 (6.30891489982605) | > loss_mel: 15.99021053314209 (17.76474905014038) | > loss_duration: 2.414996385574341 (2.400103735923767) | > loss_1: 29.002037048339844 (32.215817260742185)  --> STEP: 11 | > loss_disc: 2.5262818336486816 (2.373814745382829) | > loss_disc_real_0: 0.11678218841552734 (0.1475545638664202) | > loss_disc_real_1: 0.24178077280521393 (0.23007989065213638) | > loss_disc_real_2: 0.22793276607990265 (0.20648622783747586) | > loss_disc_real_3: 0.2354097217321396 (0.2239895910024643) | > loss_disc_real_4: 0.23402373492717743 (0.24970299140973526) | > loss_disc_real_5: 0.21988919377326965 (0.2189691344445402) | > loss_0: 2.5262818336486816 (2.373814745382829) | > loss_gen: 2.094261884689331 (2.395758867263794) | > loss_kl: 3.6451256275177 (3.3460485718467017) | > loss_feat: 5.31925106048584 (6.21894545988603) | > loss_mel: 11.984559059143066 (17.23927723277699) | > loss_duration: 2.5587756633758545 (2.4145284566012295) | > loss_1: 25.601972579956055 (31.614558653397992)  --> STEP: 12 | > loss_disc: 2.540131092071533 (2.3876744409402213) | > loss_disc_real_0: 0.15098240971565247 (0.14784021768718955) | > loss_disc_real_1: 0.26559534668922424 (0.23303951198856035) | > loss_disc_real_2: 0.2519000172615051 (0.2102707102894783) | > loss_disc_real_3: 0.24931079149246216 (0.22609969104329744) | > loss_disc_real_4: 0.26477938890457153 (0.2509593578676383) | > loss_disc_real_5: 0.2540755569934845 (0.22189466965695223) | > loss_0: 2.540131092071533 (2.3876744409402213) | > loss_gen: 2.398629665374756 (2.3959981004397073) | > loss_kl: 2.6130030155181885 (3.284961442152659) | > loss_feat: 6.164493083953857 (6.214407761891683) | > loss_mel: 16.54033660888672 (17.181032180786133) | > loss_duration: 2.2785139083862305 (2.4031939109166465) | > loss_1: 29.994976043701172 (31.47959343592326)  --> STEP: 13 | > loss_disc: 2.3969898223876953 (2.388391008743873) | > loss_disc_real_0: 0.0955108106136322 (0.14381487868153128) | > loss_disc_real_1: 0.2739775776863098 (0.2361885939653103) | > loss_disc_real_2: 0.21152156591415405 (0.2103669299529149) | > loss_disc_real_3: 0.2645649015903473 (0.22905855339307052) | > loss_disc_real_4: 0.26443612575531006 (0.2519960323205361) | > loss_disc_real_5: 0.2053634524345398 (0.2206230375629205) | > loss_0: 2.3969898223876953 (2.388391008743873) | > loss_gen: 2.354642391204834 (2.392816892037025) | > loss_kl: 3.66857647895813 (3.3144702911376953) | > loss_feat: 5.797006607055664 (6.182299980750451) | > loss_mel: 15.469805717468262 (17.049399375915527) | > loss_duration: 2.297280788421631 (2.395046747647799) | > loss_1: 29.587312698364258 (31.33403337918795)  --> STEP: 14 | > loss_disc: 2.433319091796875 (2.391600157533373) | > loss_disc_real_0: 0.14931859076023102 (0.14420800097286698) | > loss_disc_real_1: 0.21951325237751007 (0.2349974981376103) | > loss_disc_real_2: 0.18998253345489502 (0.20891090163162776) | > loss_disc_real_3: 0.1844654381275177 (0.22587333087410247) | > loss_disc_real_4: 0.23912709951400757 (0.25107682283435545) | > loss_disc_real_5: 0.24331554770469666 (0.22224393114447594) | > loss_0: 2.433319091796875 (2.391600157533373) | > loss_gen: 2.3586883544921875 (2.3903791393552507) | > loss_kl: 4.3050737380981445 (3.385227680206299) | > loss_feat: 6.368590831756592 (6.195606470108032) | > loss_mel: 18.96428680419922 (17.186177049364364) | > loss_duration: 2.4579365253448486 (2.3995388746261597) | > loss_1: 34.45457458496094 (31.556929179600306)  --> STEP: 15 | > loss_disc: 2.4621646404266357 (2.396304456392924) | > loss_disc_real_0: 0.10023526847362518 (0.14127648547291752) | > loss_disc_real_1: 0.2974149286746979 (0.23915866017341614) | > loss_disc_real_2: 0.1632399559020996 (0.2058661719163259) | > loss_disc_real_3: 0.23826436698436737 (0.2266993999481201) | > loss_disc_real_4: 0.24945153295993805 (0.25096847017606094) | > loss_disc_real_5: 0.2052953839302063 (0.22111402799685795) | > loss_0: 2.4621646404266357 (2.396304456392924) | > loss_gen: 2.069345235824585 (2.368976879119873) | > loss_kl: 3.032954692840576 (3.3617428143819175) | > loss_feat: 5.7970871925354 (6.169038518269857) | > loss_mel: 17.009843826293945 (17.174421501159667) | > loss_duration: 2.4048006534576416 (2.399889659881592) | > loss_1: 30.31403160095215 (31.474069341023764)  --> STEP: 16 | > loss_disc: 2.5394976139068604 (2.405254028737545) | > loss_disc_real_0: 0.12289918959140778 (0.14012790448032317) | > loss_disc_real_1: 0.22650574147701263 (0.23836785275489092) | > loss_disc_real_2: 0.24239344894886017 (0.20814912673085928) | > loss_disc_real_3: 0.2709650993347168 (0.2294660061597824) | > loss_disc_real_4: 0.2697254419326782 (0.2521407809108495) | > loss_disc_real_5: 0.24110470712184906 (0.2223634454421699) | > loss_0: 2.5394976139068604 (2.405254028737545) | > loss_gen: 2.2098658084869385 (2.3590324372053146) | > loss_kl: 2.941493511199951 (3.3354772329330444) | > loss_feat: 7.56922721862793 (6.256550312042236) | > loss_mel: 14.526477813720703 (17.008925020694733) | > loss_duration: 2.4009976387023926 (2.399958908557892) | > loss_1: 29.648061752319336 (31.359943866729736)  --> STEP: 17 | > loss_disc: 2.3609237670898438 (2.40264636628768) | > loss_disc_real_0: 0.07919941842556 (0.13654387588886652) | > loss_disc_real_1: 0.2477138340473175 (0.23891761636032777) | > loss_disc_real_2: 0.20955942571163177 (0.20823208549443414) | > loss_disc_real_3: 0.25423189997673035 (0.23092282344313228) | > loss_disc_real_4: 0.20776045322418213 (0.24953017339986908) | > loss_disc_real_5: 0.22692421078681946 (0.22263172575656107) | > loss_0: 2.3609237670898438 (2.40264636628768) | > loss_gen: 2.280623435974121 (2.3544201430152443) | > loss_kl: 2.7218236923217773 (3.299379965838264) | > loss_feat: 6.985909938812256 (6.299453819499297) | > loss_mel: 16.885866165161133 (17.001686264486874) | > loss_duration: 2.472651481628418 (2.404234942267923) | > loss_1: 31.346874237060547 (31.35917506498449)  --> STEP: 18 | > loss_disc: 2.4381024837493896 (2.4046161505911083) | > loss_disc_real_0: 0.07693672180175781 (0.13323236732847157) | > loss_disc_real_1: 0.2673647701740265 (0.24049801379442215) | > loss_disc_real_2: 0.10070542991161346 (0.20225838240649965) | > loss_disc_real_3: 0.21360547840595245 (0.22996074871884453) | > loss_disc_real_4: 0.2314203977584839 (0.24852407475312546) | > loss_disc_real_5: 0.21245990693569183 (0.2220666247109572) | > loss_0: 2.4381024837493896 (2.4046161505911083) | > loss_gen: 2.1692280769348145 (2.344131694899665) | > loss_kl: 3.103914976119995 (3.2885207997428045) | > loss_feat: 6.623177528381348 (6.3174384699927435) | > loss_mel: 16.308244705200195 (16.96316173341539) | > loss_duration: 2.2515006065368652 (2.3957497013939753) | > loss_1: 30.456066131591797 (31.309002346462673)  --> STEP: 19 | > loss_disc: 2.415480136871338 (2.4051879393426994) | > loss_disc_real_0: 0.16883036494255066 (0.13510594615026522) | > loss_disc_real_1: 0.31339171528816223 (0.24433452439935585) | > loss_disc_real_2: 0.25481414794921875 (0.20502447532980064) | > loss_disc_real_3: 0.2451743334531784 (0.23076146370486209) | > loss_disc_real_4: 0.2550940215587616 (0.24886986142710632) | > loss_disc_real_5: 0.2197115570306778 (0.22194267378041618) | > loss_0: 2.415480136871338 (2.4051879393426994) | > loss_gen: 2.654932737350464 (2.3604896445023384) | > loss_kl: 2.595396041870117 (3.2520405493284525) | > loss_feat: 4.470057487487793 (6.220207891966167) | > loss_mel: 14.898150444030762 (16.854476928710938) | > loss_duration: 2.406909227371216 (2.3963370448664616) | > loss_1: 27.02544593811035 (31.083552009180973)  --> STEP: 20 | > loss_disc: 2.5942158699035645 (2.414639335870743) | > loss_disc_real_0: 0.17260697484016418 (0.13698099758476018) | > loss_disc_real_1: 0.22173307836055756 (0.24320445209741592) | > loss_disc_real_2: 0.21419170498847961 (0.2054828368127346) | > loss_disc_real_3: 0.27811628580093384 (0.23312920480966567) | > loss_disc_real_4: 0.29721301794052124 (0.2512870192527771) | > loss_disc_real_5: 0.24532262980937958 (0.22311167158186435) | > loss_0: 2.5942158699035645 (2.414639335870743) | > loss_gen: 2.5110607147216797 (2.3680181980133055) | > loss_kl: 2.2673239707946777 (3.202804720401764) | > loss_feat: 7.080421447753906 (6.263218569755554) | > loss_mel: 18.224529266357422 (16.92297954559326) | > loss_duration: 2.340916156768799 (2.393566000461578) | > loss_1: 32.424251556396484 (31.150586986541747)  --> STEP: 21 | > loss_disc: 2.340747356414795 (2.411120670182364) | > loss_disc_real_0: 0.06234753504395485 (0.13342702317805516) | > loss_disc_real_1: 0.2303277850151062 (0.2425912774744488) | > loss_disc_real_2: 0.24266304075717926 (0.20725332271485103) | > loss_disc_real_3: 0.27864184975624084 (0.23529647361664546) | > loss_disc_real_4: 0.24884846806526184 (0.25117089776765733) | > loss_disc_real_5: 0.26395270228385925 (0.22505648256767363) | > loss_0: 2.340747356414795 (2.411120670182364) | > loss_gen: 2.380974769592285 (2.3686351776123047) | > loss_kl: 2.426025867462158 (3.1658152512141635) | > loss_feat: 6.092152118682861 (6.255072548275902) | > loss_mel: 14.706344604492188 (16.817425500778924) | > loss_duration: 2.212033987045288 (2.3849216188703264) | > loss_1: 27.817529678344727 (30.9918699718657)  --> STEP: 22 | > loss_disc: 2.4457573890686035 (2.4126950664953752) | > loss_disc_real_0: 0.14049693942070007 (0.1337483830072663) | > loss_disc_real_1: 0.26975369453430176 (0.2438259327953512) | > loss_disc_real_2: 0.18160203099250793 (0.20608735490928998) | > loss_disc_real_3: 0.15630602836608887 (0.23170599883252924) | > loss_disc_real_4: 0.2170182466506958 (0.24961850453506818) | > loss_disc_real_5: 0.2447909116744995 (0.22595350207252937) | > loss_0: 2.4457573890686035 (2.4126950664953752) | > loss_gen: 2.2662863731384277 (2.3639829592271284) | > loss_kl: 2.4810080528259277 (3.1346876512874258) | > loss_feat: 8.215038299560547 (6.3441619006070225) | > loss_mel: 17.163301467895508 (16.83314713564786) | > loss_duration: 2.254331111907959 (2.3789856867356733) | > loss_1: 32.379966735839844 (31.05496527931907)  --> STEP: 23 | > loss_disc: 2.342337131500244 (2.409636025843413) | > loss_disc_real_0: 0.12684562802314758 (0.1334482632253481) | > loss_disc_real_1: 0.18489021062850952 (0.24126351009244504) | > loss_disc_real_2: 0.21632985770702362 (0.20653268111788708) | > loss_disc_real_3: 0.260701447725296 (0.2329666705235191) | > loss_disc_real_4: 0.24870488047599792 (0.2495787817498912) | > loss_disc_real_5: 0.15815229713916779 (0.2230056235971658) | > loss_0: 2.342337131500244 (2.409636025843413) | > loss_gen: 2.3434841632843018 (2.3630917072296143) | > loss_kl: 3.881885290145874 (3.1671745051508364) | > loss_feat: 6.779900550842285 (6.363107059312903) | > loss_mel: 17.87071990966797 (16.878258995387863) | > loss_duration: 2.3076164722442627 (2.37588267740996) | > loss_1: 33.1836051940918 (31.147514840830926)  --> STEP: 24 | > loss_disc: 2.472463846206665 (2.4122538516918817) | > loss_disc_real_0: 0.19539523124694824 (0.1360293868929148) | > loss_disc_real_1: 0.21351417899131775 (0.2401072879632314) | > loss_disc_real_2: 0.26693418622016907 (0.20904941049714884) | > loss_disc_real_3: 0.25282466411590576 (0.2337940869232019) | > loss_disc_real_4: 0.25155431032180786 (0.24966109544038773) | > loss_disc_real_5: 0.25621497631073 (0.22438934662689766) | > loss_0: 2.472463846206665 (2.4122538516918817) | > loss_gen: 2.4371395111083984 (2.36617703239123) | > loss_kl: 2.526573657989502 (3.140482803185781) | > loss_feat: 5.373017311096191 (6.321853319803874) | > loss_mel: 16.223718643188477 (16.850986480712887) | > loss_duration: 2.3918747901916504 (2.37654901544253) | > loss_1: 28.95232391357422 (31.056048552195232)  --> STEP: 25 | > loss_disc: 2.2928779125213623 (2.407478814125061) | > loss_disc_real_0: 0.12622055411338806 (0.13563703358173373) | > loss_disc_real_1: 0.2961992621421814 (0.2423509669303894) | > loss_disc_real_2: 0.28659895062446594 (0.21215139210224152) | > loss_disc_real_3: 0.20169776678085327 (0.23251023411750793) | > loss_disc_real_4: 0.23567155003547668 (0.24910151362419128) | > loss_disc_real_5: 0.22538457810878754 (0.22442915588617324) | > loss_0: 2.2928779125213623 (2.407478814125061) | > loss_gen: 2.6401453018188477 (2.3771357631683347) | > loss_kl: 3.6032135486602783 (3.1589920330047607) | > loss_feat: 6.952938079833984 (6.347096710205078) | > loss_mel: 16.7642879486084 (16.847518539428705) | > loss_duration: 2.455625295639038 (2.3797120666503906) | > loss_1: 32.41620635986328 (31.110454864501953)  --> STEP: 26 | > loss_disc: 2.219794273376465 (2.400260177942423) | > loss_disc_real_0: 0.08855635672807693 (0.13382623831813156) | > loss_disc_real_1: 0.20185880362987518 (0.24079357603421578) | > loss_disc_real_2: 0.1380869448184967 (0.2093027595144052) | > loss_disc_real_3: 0.11352752894163132 (0.22793397622612807) | > loss_disc_real_4: 0.1458417773246765 (0.24512998530497918) | > loss_disc_real_5: 0.23220838606357574 (0.22472835704684258) | > loss_0: 2.219794273376465 (2.400260177942423) | > loss_gen: 2.33389949798584 (2.375472829892085) | > loss_kl: 2.6567745208740234 (3.1396759748458862) | > loss_feat: 13.732126235961914 (6.631136307349572) | > loss_mel: 18.242393493652344 (16.901167576129616) | > loss_duration: 2.3018856048583984 (2.3767187411968527) | > loss_1: 39.26708221435547 (31.424171301034782) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024253038259652937 (+7.185569176307001e-05) | > avg_loss_disc: 2.400260177942423 (-0.03805314119045544) | > avg_loss_disc_real_0: 0.13382623831813156 (-0.005956551203360888) | > avg_loss_disc_real_1: 0.24079357603421578 (-0.03691194263788369) | > avg_loss_disc_real_2: 0.2093027595144052 (-0.007711290166928203) | > avg_loss_disc_real_3: 0.22793397622612807 (-0.025631801153604777) | > avg_loss_disc_real_4: 0.24512998530497918 (+0.02737591816828802) | > avg_loss_disc_real_5: 0.22472835704684258 (-0.01441613728037247) | > avg_loss_0: 2.400260177942423 (-0.03805314119045544) | > avg_loss_gen: 2.375472829892085 (-0.12900453805923462) | > avg_loss_kl: 3.1396759748458862 (+0.06115388870239258) | > avg_loss_feat: 6.631136307349572 (-0.17863194759075451) | > avg_loss_mel: 16.901167576129616 (-0.4305647336519698) | > avg_loss_duration: 2.3767187411968527 (+0.029291666471042088) | > avg_loss_1: 31.424171301034782 (-0.6477560630211343)  > EPOCH: 930/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:29:16)   --> TIME: 2024-06-12 08:29:26 -- STEP: 24/330 -- GLOBAL_STEP: 394925 | > loss_disc: 2.284078359603882 (2.305231789747874) | > loss_disc_real_0: 0.07360994070768356 (0.10467485804110765) | > loss_disc_real_1: 0.20741303265094757 (0.18976130771140257) | > loss_disc_real_2: 0.21737103164196014 (0.20610220730304718) | > loss_disc_real_3: 0.21266205608844757 (0.22579035038749376) | > loss_disc_real_4: 0.23903101682662964 (0.22692057117819786) | > loss_disc_real_5: 0.2285144031047821 (0.2216071467846632) | > loss_0: 2.284078359603882 (2.305231789747874) | > grad_norm_0: tensor(8.3176, device='cuda:0') (tensor(9.0943, device='cuda:0')) | > loss_gen: 2.4902443885803223 (2.500892609357834) | > loss_kl: 1.9098389148712158 (1.903802255789439) | > loss_feat: 7.29766845703125 (6.976844787597656) | > loss_mel: 17.197561264038086 (17.2343076467514) | > loss_duration: 1.9212720394134521 (2.018268128236135) | > loss_1: 30.81658363342285 (30.63411521911621) | > grad_norm_1: tensor(88.3385, device='cuda:0') (tensor(76.0579, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.3531 (0.3674115041891734) | > loader_time: 0.0038 (0.003337174654006958)  --> TIME: 2024-06-12 08:29:36 -- STEP: 49/330 -- GLOBAL_STEP: 394950 | > loss_disc: 2.3195278644561768 (2.331791649059374) | > loss_disc_real_0: 0.11130303144454956 (0.10576294955550408) | > loss_disc_real_1: 0.18942084908485413 (0.19480871302740915) | > loss_disc_real_2: 0.20019258558750153 (0.20759936771830734) | > loss_disc_real_3: 0.19004833698272705 (0.22541498742541488) | > loss_disc_real_4: 0.20059147477149963 (0.22908461702113248) | > loss_disc_real_5: 0.17312361299991608 (0.22183604325566972) | > loss_0: 2.3195278644561768 (2.331791649059374) | > grad_norm_0: tensor(6.3104, device='cuda:0') (tensor(8.7664, device='cuda:0')) | > loss_gen: 2.3698761463165283 (2.494263629524075) | > loss_kl: 1.9669175148010254 (1.9716507269411672) | > loss_feat: 7.188503742218018 (6.957102240348349) | > loss_mel: 16.97171974182129 (17.18661726737509) | > loss_duration: 1.9381039142608643 (1.9828691141945975) | > loss_1: 30.435121536254883 (30.59250294432348) | > grad_norm_1: tensor(72.9635, device='cuda:0') (tensor(78.1313, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.3615 (0.36708017757960726) | > loader_time: 0.0033 (0.0035602219250737404)  --> TIME: 2024-06-12 08:29:45 -- STEP: 74/330 -- GLOBAL_STEP: 394975 | > loss_disc: 2.3467700481414795 (2.3454493284225473) | > loss_disc_real_0: 0.07963116466999054 (0.1083375068532454) | > loss_disc_real_1: 0.1772674322128296 (0.19647590775747553) | > loss_disc_real_2: 0.20548534393310547 (0.20802062769999374) | > loss_disc_real_3: 0.25377732515335083 (0.22758827962585398) | > loss_disc_real_4: 0.26803621649742126 (0.23053120761304288) | > loss_disc_real_5: 0.2571280896663666 (0.2233870822835613) | > loss_0: 2.3467700481414795 (2.3454493284225473) | > grad_norm_0: tensor(8.9613, device='cuda:0') (tensor(8.7480, device='cuda:0')) | > loss_gen: 2.5240232944488525 (2.48916369193309) | > loss_kl: 2.256359577178955 (1.997107810265309) | > loss_feat: 6.893945217132568 (7.012504500311774) | > loss_mel: 17.380712509155273 (17.201295942873568) | > loss_duration: 1.9089446067810059 (1.9726051398225732) | > loss_1: 30.963985443115234 (30.672677091650062) | > grad_norm_1: tensor(57.9603, device='cuda:0') (tensor(83.8441, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.3584 (0.366288913262857) | > loader_time: 0.004 (0.003648696718989192)  --> TIME: 2024-06-12 08:29:55 -- STEP: 99/330 -- GLOBAL_STEP: 395000 | > loss_disc: 2.3658628463745117 (2.3419688879841516) | > loss_disc_real_0: 0.11616072058677673 (0.10905953270919395) | > loss_disc_real_1: 0.21790441870689392 (0.19577296349135312) | > loss_disc_real_2: 0.1937216818332672 (0.20870962407853869) | > loss_disc_real_3: 0.24357841908931732 (0.22720151206459663) | > loss_disc_real_4: 0.23461885750293732 (0.23085236504222406) | > loss_disc_real_5: 0.24674512445926666 (0.22307294712524223) | > loss_0: 2.3658628463745117 (2.3419688879841516) | > grad_norm_0: tensor(4.7136, device='cuda:0') (tensor(8.4359, device='cuda:0')) | > loss_gen: 2.4163382053375244 (2.4989831399435944) | > loss_kl: 1.9902915954589844 (2.0006823395237783) | > loss_feat: 6.900713920593262 (7.01797261864248) | > loss_mel: 16.8464412689209 (17.158636488095684) | > loss_duration: 2.015371084213257 (1.9756927092870076) | > loss_1: 30.16915512084961 (30.651967308738016) | > grad_norm_1: tensor(91.4833, device='cuda:0') (tensor(82.7424, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.3989 (0.36892039125615905) | > loader_time: 0.0038 (0.003737163062047477) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_395000.pth  --> TIME: 2024-06-12 08:30:09 -- STEP: 124/330 -- GLOBAL_STEP: 395025 | > loss_disc: 2.3510794639587402 (2.346775895164861) | > loss_disc_real_0: 0.10546080768108368 (0.11034983847170107) | > loss_disc_real_1: 0.21016724407672882 (0.1958102533413518) | > loss_disc_real_2: 0.19172054529190063 (0.20849946441669617) | > loss_disc_real_3: 0.23075267672538757 (0.22825929750838586) | > loss_disc_real_4: 0.21478112041950226 (0.2308485468308772) | > loss_disc_real_5: 0.2134428769350052 (0.2227421116925055) | > loss_0: 2.3510794639587402 (2.346775895164861) | > grad_norm_0: tensor(5.4224, device='cuda:0') (tensor(8.1689, device='cuda:0')) | > loss_gen: 2.4226598739624023 (2.4938427748218657) | > loss_kl: 2.021516799926758 (2.0166564170391332) | > loss_feat: 6.998189449310303 (6.986969636332605) | > loss_mel: 17.279050827026367 (17.173085320380427) | > loss_duration: 2.003688335418701 (1.98083078572827) | > loss_1: 30.72510528564453 (30.651384907384074) | > grad_norm_1: tensor(85.5409, device='cuda:0') (tensor(79.8136, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.3855 (0.3712658074594314) | > loader_time: 0.004 (0.0038237340988651397)  --> TIME: 2024-06-12 08:30:18 -- STEP: 149/330 -- GLOBAL_STEP: 395050 | > loss_disc: 2.367547035217285 (2.353965994495675) | > loss_disc_real_0: 0.07318885624408722 (0.11180062772043599) | > loss_disc_real_1: 0.15532250702381134 (0.19479948902290142) | > loss_disc_real_2: 0.23658861219882965 (0.20992252340652803) | > loss_disc_real_3: 0.2296707183122635 (0.22807226745074227) | > loss_disc_real_4: 0.23111921548843384 (0.23079715659154343) | > loss_disc_real_5: 0.22213773429393768 (0.22310873776074225) | > loss_0: 2.367547035217285 (2.353965994495675) | > grad_norm_0: tensor(7.0367, device='cuda:0') (tensor(8.7508, device='cuda:0')) | > loss_gen: 2.4329140186309814 (2.4874026919371324) | > loss_kl: 2.2061657905578613 (2.026023355906443) | > loss_feat: 6.749082565307617 (6.9765499486219165) | > loss_mel: 17.409868240356445 (17.185656694757856) | > loss_duration: 2.028597354888916 (1.9861461292177238) | > loss_1: 30.826627731323242 (30.661778763636647) | > grad_norm_1: tensor(72.4267, device='cuda:0') (tensor(95.3780, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.374 (0.3727138970522273) | > loader_time: 0.004 (0.003891093618917785)  --> TIME: 2024-06-12 08:30:28 -- STEP: 174/330 -- GLOBAL_STEP: 395075 | > loss_disc: 2.395169973373413 (2.359240220881057) | > loss_disc_real_0: 0.17897437512874603 (0.1134507217626462) | > loss_disc_real_1: 0.1979093849658966 (0.195540132108091) | > loss_disc_real_2: 0.2319706529378891 (0.21017522621771392) | > loss_disc_real_3: 0.20140305161476135 (0.22793474647848086) | > loss_disc_real_4: 0.22296620905399323 (0.23155495901217407) | > loss_disc_real_5: 0.21901941299438477 (0.22335276829785314) | > loss_0: 2.395169973373413 (2.359240220881057) | > grad_norm_0: tensor(9.2263, device='cuda:0') (tensor(8.8473, device='cuda:0')) | > loss_gen: 2.378990411758423 (2.4818732121895097) | > loss_kl: 2.0938620567321777 (2.0263823661310916) | > loss_feat: 6.9733405113220215 (6.947623784514679) | > loss_mel: 17.138622283935547 (17.142996831871983) | > loss_duration: 2.0942258834838867 (1.9920903807398918) | > loss_1: 30.67904281616211 (30.5909665206383) | > grad_norm_1: tensor(174.4864, device='cuda:0') (tensor(102.4906, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.3839 (0.3763249002653978) | > loader_time: 0.0046 (0.0039747350517360626)  --> TIME: 2024-06-12 08:30:39 -- STEP: 199/330 -- GLOBAL_STEP: 395100 | > loss_disc: 2.3080408573150635 (2.3646733521217085) | > loss_disc_real_0: 0.12144685536623001 (0.11435594117671401) | > loss_disc_real_1: 0.23485113680362701 (0.1963489089329639) | > loss_disc_real_2: 0.23511119186878204 (0.21096586327456957) | > loss_disc_real_3: 0.2197035402059555 (0.2281115220569486) | > loss_disc_real_4: 0.20742203295230865 (0.23185422754467433) | > loss_disc_real_5: 0.18719592690467834 (0.22313403963443623) | > loss_0: 2.3080408573150635 (2.3646733521217085) | > grad_norm_0: tensor(11.5187, device='cuda:0') (tensor(10.1565, device='cuda:0')) | > loss_gen: 2.5596938133239746 (2.4797549008125035) | > loss_kl: 2.0483508110046387 (2.02623382764845) | > loss_feat: 6.858245849609375 (6.960044978252008) | > loss_mel: 16.943992614746094 (17.12207844029718) | > loss_duration: 2.127476692199707 (2.0007621912500966) | > loss_1: 30.537761688232422 (30.588874280153206) | > grad_norm_1: tensor(108.8483, device='cuda:0') (tensor(120.7655, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.391 (0.3785648549621429) | > loader_time: 0.0048 (0.00404857870322376)  --> TIME: 2024-06-12 08:30:49 -- STEP: 224/330 -- GLOBAL_STEP: 395125 | > loss_disc: 2.410168409347534 (2.3677876123360235) | > loss_disc_real_0: 0.11746183037757874 (0.11586245072872511) | > loss_disc_real_1: 0.23155079782009125 (0.19619038754275872) | > loss_disc_real_2: 0.21827590465545654 (0.21112009856317732) | > loss_disc_real_3: 0.20654278993606567 (0.2285731466087912) | > loss_disc_real_4: 0.21439264714717865 (0.23151512670197658) | > loss_disc_real_5: 0.20246633887290955 (0.22227822576782533) | > loss_0: 2.410168409347534 (2.3677876123360235) | > grad_norm_0: tensor(33.9999, device='cuda:0') (tensor(12.0070, device='cuda:0')) | > loss_gen: 2.351526975631714 (2.481199240045888) | > loss_kl: 1.8184924125671387 (2.030825967767409) | > loss_feat: 7.389168739318848 (6.9752427978175024) | > loss_mel: 16.698232650756836 (17.073231386286867) | > loss_duration: 2.111178398132324 (2.0085233093372423) | > loss_1: 30.36859893798828 (30.56902266400201) | > grad_norm_1: tensor(181.0756, device='cuda:0') (tensor(151.3497, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.4017 (0.3816115590078491) | > loader_time: 0.0053 (0.004149760518755232)  --> TIME: 2024-06-12 08:31:00 -- STEP: 249/330 -- GLOBAL_STEP: 395150 | > loss_disc: 2.4938929080963135 (2.3693829846669403) | > loss_disc_real_0: 0.11052313446998596 (0.11692065021479466) | > loss_disc_real_1: 0.1861618012189865 (0.19697438814793253) | > loss_disc_real_2: 0.19792060554027557 (0.21072402632380113) | > loss_disc_real_3: 0.27494263648986816 (0.22873018442626938) | > loss_disc_real_4: 0.25408869981765747 (0.23174723869107333) | > loss_disc_real_5: 0.2735961377620697 (0.22235283854017296) | > loss_0: 2.4938929080963135 (2.3693829846669403) | > grad_norm_0: tensor(60.2769, device='cuda:0') (tensor(14.2715, device='cuda:0')) | > loss_gen: 2.309939384460449 (2.48441424140011) | > loss_kl: 2.0946497917175293 (2.0358896116655036) | > loss_feat: 6.338108539581299 (6.9761863922977065) | > loss_mel: 16.17626953125 (17.041145784309098) | > loss_duration: 2.0969510078430176 (2.0177992228044577) | > loss_1: 29.015918731689453 (30.55543522662427) | > grad_norm_1: tensor(441.6931, device='cuda:0') (tensor(176.2833, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.4122 (0.38521418035269744) | > loader_time: 0.0054 (0.0042880854932179895)  --> TIME: 2024-06-12 08:31:11 -- STEP: 274/330 -- GLOBAL_STEP: 395175 | > loss_disc: 2.4567317962646484 (2.371832911115494) | > loss_disc_real_0: 0.2348284274339676 (0.1177273719523945) | > loss_disc_real_1: 0.19497868418693542 (0.19715021822574372) | > loss_disc_real_2: 0.22693182528018951 (0.2112984998274024) | > loss_disc_real_3: 0.24014408886432648 (0.22945379177584266) | > loss_disc_real_4: 0.22889304161071777 (0.23216632465376472) | > loss_disc_real_5: 0.21314124763011932 (0.22188394527583227) | > loss_0: 2.4567317962646484 (2.371832911115494) | > grad_norm_0: tensor(53.9133, device='cuda:0') (tensor(15.8289, device='cuda:0')) | > loss_gen: 2.4814631938934326 (2.488490227365146) | > loss_kl: 2.024348258972168 (2.0383547218176576) | > loss_feat: 6.911484718322754 (6.989905602740546) | > loss_mel: 15.954907417297363 (17.004196689076654) | > loss_duration: 2.118455410003662 (2.0267274827852746) | > loss_1: 29.490657806396484 (30.54767468027825) | > grad_norm_1: tensor(246.6983, device='cuda:0') (tensor(198.4503, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.4456 (0.38971669134432385) | > loader_time: 0.0056 (0.004418326990447775)  --> TIME: 2024-06-12 08:31:23 -- STEP: 299/330 -- GLOBAL_STEP: 395200 | > loss_disc: 2.490511178970337 (2.3765839533662323) | > loss_disc_real_0: 0.12921231985092163 (0.11958599676156921) | > loss_disc_real_1: 0.23406456410884857 (0.19768335901973247) | > loss_disc_real_2: 0.20048439502716064 (0.21157138253932825) | > loss_disc_real_3: 0.24386461079120636 (0.22968698659270104) | > loss_disc_real_4: 0.23568926751613617 (0.23222568586319187) | > loss_disc_real_5: 0.22400513291358948 (0.2222162811054434) | > loss_0: 2.490511178970337 (2.3765839533662323) | > grad_norm_0: tensor(10.3015, device='cuda:0') (tensor(16.8907, device='cuda:0')) | > loss_gen: 2.2356534004211426 (2.482028300148188) | > loss_kl: 2.1507980823516846 (2.040798756988551) | > loss_feat: 6.163249492645264 (6.974688534752582) | > loss_mel: 16.540380477905273 (16.951293163873668) | > loss_duration: 2.1947731971740723 (2.0380206478878016) | > loss_1: 29.284852981567383 (30.486829349428515) | > grad_norm_1: tensor(70.8310, device='cuda:0') (tensor(210.4310, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.4774 (0.39582155779452627) | > loader_time: 0.0065 (0.0045757014615878605)  --> TIME: 2024-06-12 08:31:36 -- STEP: 324/330 -- GLOBAL_STEP: 395225 | > loss_disc: 2.32071590423584 (2.3813262677487037) | > loss_disc_real_0: 0.10967002063989639 (0.12136397469374868) | > loss_disc_real_1: 0.17090514302253723 (0.1981350610745543) | > loss_disc_real_2: 0.19813422858715057 (0.21174916275489486) | > loss_disc_real_3: 0.1909678876399994 (0.2297225000773683) | > loss_disc_real_4: 0.19313134253025055 (0.23236010683539474) | > loss_disc_real_5: 0.1810542345046997 (0.22238475571811936) | > loss_0: 2.32071590423584 (2.3813262677487037) | > grad_norm_0: tensor(4.1566, device='cuda:0') (tensor(16.7763, device='cuda:0')) | > loss_gen: 2.265700340270996 (2.4738328361216873) | > loss_kl: 2.1167099475860596 (2.0470103356573315) | > loss_feat: 10.14770793914795 (7.020010199075865) | > loss_mel: 16.823007583618164 (16.93774122956358) | > loss_duration: 2.264648914337158 (2.0529712353959497) | > loss_1: 33.617774963378906 (30.531565778049423) | > grad_norm_1: tensor(58.2806, device='cuda:0') (tensor(212.1780, device='cuda:0')) | > current_lr_0: 0.00017804923271185912 | > current_lr_1: 0.00017804923271185912 | > step_time: 0.6074 (0.4067575129461876) | > loader_time: 0.0084 (0.004847893744339179)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.502079963684082 (2.502079963684082) | > loss_disc_real_0: 0.09940169751644135 (0.09940169751644135) | > loss_disc_real_1: 0.21564926207065582 (0.21564926207065582) | > loss_disc_real_2: 0.24523687362670898 (0.24523687362670898) | > loss_disc_real_3: 0.20268087089061737 (0.20268087089061737) | > loss_disc_real_4: 0.27022045850753784 (0.27022045850753784) | > loss_disc_real_5: 0.25647711753845215 (0.25647711753845215) | > loss_0: 2.502079963684082 (2.502079963684082) | > loss_gen: 2.3770463466644287 (2.3770463466644287) | > loss_kl: 2.60099196434021 (2.60099196434021) | > loss_feat: 7.368736743927002 (7.368736743927002) | > loss_mel: 17.908327102661133 (17.908327102661133) | > loss_duration: 2.9527740478515625 (2.9527740478515625) | > loss_1: 33.20787811279297 (33.20787811279297)  --> STEP: 1 | > loss_disc: 2.3435497283935547 (2.3435497283935547) | > loss_disc_real_0: 0.07620562613010406 (0.07620562613010406) | > loss_disc_real_1: 0.1261194795370102 (0.1261194795370102) | > loss_disc_real_2: 0.2688036561012268 (0.2688036561012268) | > loss_disc_real_3: 0.2178964912891388 (0.2178964912891388) | > loss_disc_real_4: 0.2032313048839569 (0.2032313048839569) | > loss_disc_real_5: 0.15015850961208344 (0.15015850961208344) | > loss_0: 2.3435497283935547 (2.3435497283935547) | > loss_gen: 2.0907063484191895 (2.0907063484191895) | > loss_kl: 3.5184481143951416 (3.5184481143951416) | > loss_feat: 7.30338191986084 (7.30338191986084) | > loss_mel: 15.95603084564209 (15.95603084564209) | > loss_duration: 2.619255542755127 (2.619255542755127) | > loss_1: 31.487821578979492 (31.487821578979492)  --> STEP: 2 | > loss_disc: 2.218273162841797 (2.280911445617676) | > loss_disc_real_0: 0.041391655802726746 (0.058798640966415405) | > loss_disc_real_1: 0.14810925722122192 (0.13711436837911606) | > loss_disc_real_2: 0.17575126886367798 (0.2222774624824524) | > loss_disc_real_3: 0.21202093362808228 (0.21495871245861053) | > loss_disc_real_4: 0.19261997938156128 (0.1979256421327591) | > loss_disc_real_5: 0.1579434722661972 (0.15405099093914032) | > loss_0: 2.218273162841797 (2.280911445617676) | > loss_gen: 2.124460220336914 (2.1075832843780518) | > loss_kl: 2.3227107524871826 (2.920579433441162) | > loss_feat: 6.725257396697998 (7.014319658279419) | > loss_mel: 18.83110237121582 (17.393566608428955) | > loss_duration: 2.4914822578430176 (2.5553689002990723) | > loss_1: 32.49501419067383 (31.99141788482666)  --> STEP: 3 | > loss_disc: 2.2353594303131104 (2.265727440516154) | > loss_disc_real_0: 0.10379832237958908 (0.07379853477080663) | > loss_disc_real_1: 0.14674873650074005 (0.14032582441965738) | > loss_disc_real_2: 0.15567612648010254 (0.20007701714833578) | > loss_disc_real_3: 0.27979594469070435 (0.23657112320264181) | > loss_disc_real_4: 0.2349732667207718 (0.21027485032876334) | > loss_disc_real_5: 0.16972409188747406 (0.15927535792191824) | > loss_0: 2.2353594303131104 (2.265727440516154) | > loss_gen: 2.291012763977051 (2.1687264442443848) | > loss_kl: 2.510089159011841 (2.7837493419647217) | > loss_feat: 7.041622161865234 (7.023420492808024) | > loss_mel: 16.82012367248535 (17.20241896311442) | > loss_duration: 2.345311164855957 (2.485349655151367) | > loss_1: 31.008155822753906 (31.663663864135742)  --> STEP: 4 | > loss_disc: 2.4289419651031494 (2.306531071662903) | > loss_disc_real_0: 0.15874898433685303 (0.09503614716231823) | > loss_disc_real_1: 0.19574302434921265 (0.1541801244020462) | > loss_disc_real_2: 0.2736045718193054 (0.21845890581607819) | > loss_disc_real_3: 0.2509922981262207 (0.24017641693353653) | > loss_disc_real_4: 0.21537652611732483 (0.2115502692759037) | > loss_disc_real_5: 0.2188587486743927 (0.17417120561003685) | > loss_0: 2.4289419651031494 (2.306531071662903) | > loss_gen: 2.470658302307129 (2.244209408760071) | > loss_kl: 4.221621990203857 (3.1432175040245056) | > loss_feat: 8.342184066772461 (7.353111386299133) | > loss_mel: 18.02305030822754 (17.4075767993927) | > loss_duration: 2.3664376735687256 (2.455621659755707) | > loss_1: 35.4239501953125 (32.60373544692993)  --> STEP: 5 | > loss_disc: 2.3512864112854004 (2.3154821395874023) | > loss_disc_real_0: 0.061179179698228836 (0.08826475366950035) | > loss_disc_real_1: 0.19045451283454895 (0.16143500208854675) | > loss_disc_real_2: 0.28336381912231445 (0.23143988847732544) | > loss_disc_real_3: 0.23359616100788116 (0.23886036574840547) | > loss_disc_real_4: 0.275320440530777 (0.22430430352687836) | > loss_disc_real_5: 0.1709541380405426 (0.173527792096138) | > loss_0: 2.3512864112854004 (2.3154821395874023) | > loss_gen: 2.2970163822174072 (2.254770803451538) | > loss_kl: 2.8381471633911133 (3.082203435897827) | > loss_feat: 5.414026260375977 (6.965294361114502) | > loss_mel: 18.645992279052734 (17.655259895324708) | > loss_duration: 2.379128932952881 (2.4403231143951416) | > loss_1: 31.574312210083008 (32.397850799560544)  --> STEP: 6 | > loss_disc: 2.4239392280578613 (2.3335583209991455) | > loss_disc_real_0: 0.07118190824985504 (0.08541761276622613) | > loss_disc_real_1: 0.19598181545734406 (0.16719280431667963) | > loss_disc_real_2: 0.293997585773468 (0.24186617136001587) | > loss_disc_real_3: 0.2477128505706787 (0.240335779885451) | > loss_disc_real_4: 0.24797506630420685 (0.2282494306564331) | > loss_disc_real_5: 0.2515091598033905 (0.18652468671401343) | > loss_0: 2.4239392280578613 (2.3335583209991455) | > loss_gen: 2.3317902088165283 (2.2676073710123696) | > loss_kl: 3.0014426708221436 (3.0687433083852134) | > loss_feat: 6.682407379150391 (6.91814653078715) | > loss_mel: 17.791378021240234 (17.677946249643963) | > loss_duration: 2.2082273960113525 (2.4016404946645102) | > loss_1: 32.0152473449707 (32.334083557128906)  --> STEP: 7 | > loss_disc: 2.3058345317840576 (2.3295977796827043) | > loss_disc_real_0: 0.10231077671051025 (0.08783092190112386) | > loss_disc_real_1: 0.23346097767353058 (0.1766596862248012) | > loss_disc_real_2: 0.1529158353805542 (0.22915898050580705) | > loss_disc_real_3: 0.21762743592262268 (0.2370917307479041) | > loss_disc_real_4: 0.14288820326328278 (0.21605496960026876) | > loss_disc_real_5: 0.1487356275320053 (0.18112624968801225) | > loss_0: 2.3058345317840576 (2.3295977796827043) | > loss_gen: 2.081026554107666 (2.240952968597412) | > loss_kl: 4.697214603424072 (3.301382064819336) | > loss_feat: 7.354003429412842 (6.9804118020193915) | > loss_mel: 18.761260986328125 (17.8327054977417) | > loss_duration: 2.5025129318237305 (2.416050842830113) | > loss_1: 35.396018981933594 (32.77150290352957)  --> STEP: 8 | > loss_disc: 2.511444091796875 (2.3523285686969757) | > loss_disc_real_0: 0.1456107795238495 (0.09505340410396457) | > loss_disc_real_1: 0.19376465678215027 (0.17879780754446983) | > loss_disc_real_2: 0.21686798334121704 (0.2276226058602333) | > loss_disc_real_3: 0.25331026315689087 (0.23911904729902744) | > loss_disc_real_4: 0.23475492000579834 (0.21839246340095997) | > loss_disc_real_5: 0.2054518163204193 (0.18416694551706314) | > loss_0: 2.511444091796875 (2.3523285686969757) | > loss_gen: 2.0647339820861816 (2.2189255952835083) | > loss_kl: 3.089898109436035 (3.2749465703964233) | > loss_feat: 4.566187858581543 (6.678633809089661) | > loss_mel: 12.576502799987793 (17.17568016052246) | > loss_duration: 2.268573760986328 (2.39761620759964) | > loss_1: 24.56589698791504 (31.745802164077755)  --> STEP: 9 | > loss_disc: 2.3812456130981445 (2.355541573630439) | > loss_disc_real_0: 0.13560751080513 (0.09955941595964962) | > loss_disc_real_1: 0.20391146838665009 (0.1815882143047121) | > loss_disc_real_2: 0.21447418630123138 (0.22616167035367754) | > loss_disc_real_3: 0.22970077395439148 (0.23807257248295677) | > loss_disc_real_4: 0.26631733775138855 (0.22371744943989647) | > loss_disc_real_5: 0.1825544685125351 (0.1839877814054489) | > loss_0: 2.3812456130981445 (2.355541573630439) | > loss_gen: 2.460685968399048 (2.2457878589630127) | > loss_kl: 3.1286232471466064 (3.2586884233686657) | > loss_feat: 8.342589378356934 (6.863517761230469) | > loss_mel: 17.09292221069336 (17.166484832763672) | > loss_duration: 2.195535182952881 (2.3751627604166665) | > loss_1: 33.22035598754883 (31.909641477796768)  --> STEP: 10 | > loss_disc: 2.654590606689453 (2.38544647693634) | > loss_disc_real_0: 0.11404653638601303 (0.10100812800228595) | > loss_disc_real_1: 0.16419269144535065 (0.17984866201877595) | > loss_disc_real_2: 0.3040226399898529 (0.23394776731729508) | > loss_disc_real_3: 0.2795361280441284 (0.24221892803907394) | > loss_disc_real_4: 0.28578874468803406 (0.22992457896471025) | > loss_disc_real_5: 0.23268848657608032 (0.18885785192251206) | > loss_0: 2.654590606689453 (2.38544647693634) | > loss_gen: 1.9966024160385132 (2.220869314670563) | > loss_kl: 3.014923334121704 (3.23431191444397) | > loss_feat: 3.965392589569092 (6.573705244064331) | > loss_mel: 14.2514066696167 (16.874977016448973) | > loss_duration: 2.4473042488098145 (2.3823769092559814) | > loss_1: 25.675630569458008 (31.28624038696289)  --> STEP: 11 | > loss_disc: 2.451125144958496 (2.3914172649383545) | > loss_disc_real_0: 0.10763535648584366 (0.10161060331897302) | > loss_disc_real_1: 0.1761474460363388 (0.17951218783855438) | > loss_disc_real_2: 0.26890015602111816 (0.23712525719946081) | > loss_disc_real_3: 0.2394290417432785 (0.24196530201218344) | > loss_disc_real_4: 0.2108858823776245 (0.22819378836588425) | > loss_disc_real_5: 0.16956938803195953 (0.1871043552051891) | > loss_0: 2.451125144958496 (2.3914172649383545) | > loss_gen: 2.159975290298462 (2.215333494273099) | > loss_kl: 3.5987393856048584 (3.267441684549505) | > loss_feat: 6.931695938110352 (6.60624985261397) | > loss_mel: 16.20081901550293 (16.81368992545388) | > loss_duration: 2.551513671875 (2.397752978584983) | > loss_1: 31.4427433013916 (31.300467924638227)  --> STEP: 12 | > loss_disc: 2.4514496326446533 (2.396419962247213) | > loss_disc_real_0: 0.052177198231220245 (0.09749115289499362) | > loss_disc_real_1: 0.2082521617412567 (0.18190718566377959) | > loss_disc_real_2: 0.2704547047615051 (0.2399027111629645) | > loss_disc_real_3: 0.26047995686531067 (0.24350818991661072) | > loss_disc_real_4: 0.2661891579627991 (0.23136006916562715) | > loss_disc_real_5: 0.21267971396446228 (0.1892356351017952) | > loss_0: 2.4514496326446533 (2.396419962247213) | > loss_gen: 2.1621007919311523 (2.2108974357446036) | > loss_kl: 2.513254404067993 (3.204592744509379) | > loss_feat: 6.304941177368164 (6.581140796343486) | > loss_mel: 17.127443313598633 (16.83983604113261) | > loss_duration: 2.280066967010498 (2.387945810953776) | > loss_1: 30.387805938720703 (31.2244127591451)  --> STEP: 13 | > loss_disc: 2.5775985717773438 (2.410356778364915) | > loss_disc_real_0: 0.10031861066818237 (0.09770864964677738) | > loss_disc_real_1: 0.1514289826154709 (0.17956270850621736) | > loss_disc_real_2: 0.22052675485610962 (0.23841225298551413) | > loss_disc_real_3: 0.290292888879776 (0.2471070129137773) | > loss_disc_real_4: 0.20783568918704987 (0.22955050147496736) | > loss_disc_real_5: 0.22957520186901093 (0.19233867869927332) | > loss_0: 2.5775985717773438 (2.410356778364915) | > loss_gen: 2.075080394744873 (2.2004499710523167) | > loss_kl: 3.2834365367889404 (3.2106576516078067) | > loss_feat: 9.185525894165039 (6.781478111560528) | > loss_mel: 16.761442184448242 (16.83380574446458) | > loss_duration: 2.3086085319519043 (2.3818429433382473) | > loss_1: 33.61409378051758 (31.408234376173752)  --> STEP: 14 | > loss_disc: 2.700446605682373 (2.431077480316162) | > loss_disc_real_0: 0.19151374697685242 (0.10440901374178273) | > loss_disc_real_1: 0.12096493691205978 (0.17537715339234897) | > loss_disc_real_2: 0.25432416796684265 (0.2395488183413233) | > loss_disc_real_3: 0.18415680527687073 (0.2426105695111411) | > loss_disc_real_4: 0.24056746065616608 (0.23033742713076727) | > loss_disc_real_5: 0.20315037667751312 (0.19311094284057617) | > loss_0: 2.700446605682373 (2.431077480316162) | > loss_gen: 2.0133090019226074 (2.187082758971623) | > loss_kl: 4.139739036560059 (3.277020607675825) | > loss_feat: 6.459359169006348 (6.758469615663801) | > loss_mel: 18.412622451782227 (16.946578366415842) | > loss_duration: 2.4424309730529785 (2.3861706597464427) | > loss_1: 33.46746063232422 (31.555321965898788)  --> STEP: 15 | > loss_disc: 2.5746991634368896 (2.4406522591908772) | > loss_disc_real_0: 0.09921640157699585 (0.10406283959746361) | > loss_disc_real_1: 0.2539122700691223 (0.18061282783746718) | > loss_disc_real_2: 0.22553662955760956 (0.23861467242240905) | > loss_disc_real_3: 0.19065114855766296 (0.23914660811424254) | > loss_disc_real_4: 0.2035122662782669 (0.22854908307393393) | > loss_disc_real_5: 0.20370012521743774 (0.19381688833236693) | > loss_0: 2.5746991634368896 (2.4406522591908772) | > loss_gen: 2.1188771724700928 (2.182535719871521) | > loss_kl: 3.669140577316284 (3.303161938985189) | > loss_feat: 7.247933864593506 (6.791100565592448) | > loss_mel: 17.113910675048828 (16.95773385365804) | > loss_duration: 2.438004493713379 (2.3896262486775717) | > loss_1: 32.587867736816406 (31.624158350626626)  --> STEP: 16 | > loss_disc: 2.7405967712402344 (2.459398791193962) | > loss_disc_real_0: 0.1037377417087555 (0.10404252097941935) | > loss_disc_real_1: 0.21793031692504883 (0.18294517090544105) | > loss_disc_real_2: 0.29512861371040344 (0.2421467937529087) | > loss_disc_real_3: 0.25655993819236755 (0.24023494124412537) | > loss_disc_real_4: 0.22128024697303772 (0.2280947808176279) | > loss_disc_real_5: 0.15808413922786713 (0.1915835915133357) | > loss_0: 2.7405967712402344 (2.459398791193962) | > loss_gen: 1.9680036306381226 (2.1691274642944336) | > loss_kl: 3.152279853820801 (3.2937318086624146) | > loss_feat: 6.855056285858154 (6.795097798109055) | > loss_mel: 15.096611022949219 (16.84141367673874) | > loss_duration: 2.398366928100586 (2.39017254114151) | > loss_1: 29.470317840576172 (31.489543318748474)  --> STEP: 17 | > loss_disc: 2.377514123916626 (2.454582046060001) | > loss_disc_real_0: 0.14436142146587372 (0.10641422100803431) | > loss_disc_real_1: 0.14444632828235626 (0.1806805331040831) | > loss_disc_real_2: 0.27011287212371826 (0.24379185718648574) | > loss_disc_real_3: 0.22453415393829346 (0.2393113655202529) | > loss_disc_real_4: 0.25400224328041077 (0.2296187491977916) | > loss_disc_real_5: 0.2217016965150833 (0.1933552447487326) | > loss_0: 2.377514123916626 (2.454582046060001) | > loss_gen: 2.3090760707855225 (2.1773597352644978) | > loss_kl: 2.7363195419311523 (3.26094285179587) | > loss_feat: 6.6590046882629395 (6.7870923210592835) | > loss_mel: 17.160755157470703 (16.860198469722974) | > loss_duration: 2.508167266845703 (2.3971134073594036) | > loss_1: 31.373323440551758 (31.482706855325137)  --> STEP: 18 | > loss_disc: 2.3718340396881104 (2.4499849345948963) | > loss_disc_real_0: 0.07601386308670044 (0.10472531223462687) | > loss_disc_real_1: 0.16841821372509003 (0.1799992931385835) | > loss_disc_real_2: 0.16285160183906555 (0.23929517633385128) | > loss_disc_real_3: 0.26034826040267944 (0.24048008190260994) | > loss_disc_real_4: 0.2629007399082184 (0.2314677486817042) | > loss_disc_real_5: 0.23593707382678986 (0.1957209019197358) | > loss_0: 2.3718340396881104 (2.4499849345948963) | > loss_gen: 2.15700626373291 (2.176228986846076) | > loss_kl: 2.5401053428649902 (3.220896323521932) | > loss_feat: 10.273576736450195 (6.980785899692112) | > loss_mel: 18.250818252563477 (16.937455124325222) | > loss_duration: 2.230710506439209 (2.387868801752726) | > loss_1: 35.45221710205078 (31.703235202365452)  --> STEP: 19 | > loss_disc: 2.5163402557373047 (2.4534773199181807) | > loss_disc_real_0: 0.2140709012746811 (0.11048034323673499) | > loss_disc_real_1: 0.21152634918689728 (0.18165861187796845) | > loss_disc_real_2: 0.24009715020656586 (0.2393373854850468) | > loss_disc_real_3: 0.2342175841331482 (0.24015047675684878) | > loss_disc_real_4: 0.2594977617263794 (0.2329430125261608) | > loss_disc_real_5: 0.24545900523662567 (0.19833869683115105) | > loss_0: 2.5163402557373047 (2.4534773199181807) | > loss_gen: 2.304569959640503 (2.182983774887888) | > loss_kl: 2.0300047397613525 (3.15821781911348) | > loss_feat: 5.073368549346924 (6.880395512831838) | > loss_mel: 16.579198837280273 (16.918599530270225) | > loss_duration: 2.348346710205078 (2.385788691671271) | > loss_1: 28.335487365722656 (31.525985316226357)  --> STEP: 20 | > loss_disc: 2.621849536895752 (2.461895930767059) | > loss_disc_real_0: 0.2244173139333725 (0.11617719177156687) | > loss_disc_real_1: 0.13630595803260803 (0.1793909791857004) | > loss_disc_real_2: 0.2847466766834259 (0.24160785004496574) | > loss_disc_real_3: 0.2721138894557953 (0.2417486473917961) | > loss_disc_real_4: 0.2842101454734802 (0.23550636917352677) | > loss_disc_real_5: 0.21736721694469452 (0.1992901228368282) | > loss_0: 2.621849536895752 (2.461895930767059) | > loss_gen: 2.1951422691345215 (2.18359169960022) | > loss_kl: 2.375880479812622 (3.119100952148437) | > loss_feat: 6.645650386810303 (6.868658256530762) | > loss_mel: 17.990917205810547 (16.97221541404724) | > loss_duration: 2.319791316986084 (2.382488822937012) | > loss_1: 31.527381896972656 (31.526055145263673)  --> STEP: 21 | > loss_disc: 2.490764856338501 (2.4632706415085566) | > loss_disc_real_0: 0.1714535802602768 (0.11880940074721973) | > loss_disc_real_1: 0.13969676196575165 (0.17750077836570285) | > loss_disc_real_2: 0.2502341568470001 (0.24201862655934833) | > loss_disc_real_3: 0.25474634766578674 (0.2423675855000814) | > loss_disc_real_4: 0.2058950811624527 (0.2340963078396661) | > loss_disc_real_5: 0.18956589698791504 (0.19882706446307047) | > loss_0: 2.490764856338501 (2.4632706415085566) | > loss_gen: 2.1170287132263184 (2.1804220335824147) | > loss_kl: 1.9549278020858765 (3.063664135478791) | > loss_feat: 5.340187072753906 (6.795873914446149) | > loss_mel: 16.335227966308594 (16.94188267844064) | > loss_duration: 2.1693482398986816 (2.372339271363758) | > loss_1: 27.916719436645508 (31.354182016281854)  --> STEP: 22 | > loss_disc: 2.3567869663238525 (2.4584304744547065) | > loss_disc_real_0: 0.12932440638542175 (0.11928735554895618) | > loss_disc_real_1: 0.14470264315605164 (0.17600995403799144) | > loss_disc_real_2: 0.18793435394763947 (0.2395602505315434) | > loss_disc_real_3: 0.24379166960716248 (0.2424323165958578) | > loss_disc_real_4: 0.19504810869693756 (0.2323213896968148) | > loss_disc_real_5: 0.2211286574602127 (0.19984077323566785) | > loss_0: 2.3567869663238525 (2.4584304744547065) | > loss_gen: 2.409353733062744 (2.1908280199224297) | > loss_kl: 2.267101287841797 (3.027456733313473) | > loss_feat: 7.829756736755371 (6.842868588187478) | > loss_mel: 19.1223087310791 (17.04099295356057) | > loss_duration: 2.194972276687622 (2.3642771352421152) | > loss_1: 33.823490142822266 (31.466423294760965)  --> STEP: 23 | > loss_disc: 2.71696138381958 (2.4696709487749184) | > loss_disc_real_0: 0.16485139727592468 (0.12126840084143307) | > loss_disc_real_1: 0.2237706035375595 (0.17808650401623352) | > loss_disc_real_2: 0.3025621771812439 (0.24229946473370428) | > loss_disc_real_3: 0.25762853026390076 (0.24309302153794662) | > loss_disc_real_4: 0.2499098777770996 (0.23308610656987067) | > loss_disc_real_5: 0.2139890491962433 (0.20045591566873633) | > loss_0: 2.71696138381958 (2.4696709487749184) | > loss_gen: 2.0455281734466553 (2.1845106352930483) | > loss_kl: 2.8077762126922607 (3.017905406329942) | > loss_feat: 4.549450874328613 (6.74315477454144) | > loss_mel: 15.36613655090332 (16.968173109966777) | > loss_duration: 2.3206098079681396 (2.362378555795421) | > loss_1: 27.089502334594727 (31.276122383449387)  --> STEP: 24 | > loss_disc: 2.434051513671875 (2.468186805645625) | > loss_disc_real_0: 0.07545721530914307 (0.11935960144425432) | > loss_disc_real_1: 0.2100260704755783 (0.17941731928537288) | > loss_disc_real_2: 0.2654808759689331 (0.24326535686850548) | > loss_disc_real_3: 0.27055153250694275 (0.2442371261616548) | > loss_disc_real_4: 0.2602146565914154 (0.23421646282076836) | > loss_disc_real_5: 0.21251808106899261 (0.200958505893747) | > loss_0: 2.434051513671875 (2.468186805645625) | > loss_gen: 2.2518138885498047 (2.1873149375120797) | > loss_kl: 2.7758686542510986 (3.0078205416599904) | > loss_feat: 6.013988018035889 (6.712772826353709) | > loss_mel: 17.47559928894043 (16.989315867424015) | > loss_duration: 2.399317979812622 (2.3639176984628043) | > loss_1: 30.916589736938477 (31.261141856511433)  --> STEP: 25 | > loss_disc: 2.559497117996216 (2.4718392181396487) | > loss_disc_real_0: 0.08656932413578033 (0.11804799035191536) | > loss_disc_real_1: 0.24606868624687195 (0.18208337396383287) | > loss_disc_real_2: 0.21549572050571442 (0.24215457141399382) | > loss_disc_real_3: 0.2452685683965683 (0.24427838385105133) | > loss_disc_real_4: 0.2019459456205368 (0.2329256421327591) | > loss_disc_real_5: 0.23645801842212677 (0.2023784863948822) | > loss_0: 2.559497117996216 (2.4718392181396487) | > loss_gen: 2.161262273788452 (2.186272830963135) | > loss_kl: 2.926100254058838 (3.0045517301559443) | > loss_feat: 7.019006729125977 (6.7250221824646) | > loss_mel: 15.995803833007812 (16.949575386047368) | > loss_duration: 2.3983800411224365 (2.3652961921691893) | > loss_1: 30.500553131103516 (31.230718307495117)  --> STEP: 26 | > loss_disc: 2.35774564743042 (2.4674510038816013) | > loss_disc_real_0: 0.03852172568440437 (0.1149892878647034) | > loss_disc_real_1: 0.14440812170505524 (0.18063432580003372) | > loss_disc_real_2: 0.12136299163103104 (0.2375087414223414) | > loss_disc_real_3: 0.19379571080207825 (0.24233674257993698) | > loss_disc_real_4: 0.17461344599723816 (0.23068286535831597) | > loss_disc_real_5: 0.19478745758533478 (0.20208652374836114) | > loss_0: 2.35774564743042 (2.4674510038816013) | > loss_gen: 1.918981671333313 (2.1759924017466035) | > loss_kl: 2.5180160999298096 (2.985838821301093) | > loss_feat: 10.790943145751953 (6.881403757975652) | > loss_mel: 18.063077926635742 (16.99240240683923) | > loss_duration: 2.3274762630462646 (2.3638415795106154) | > loss_1: 35.61849594116211 (31.399478985713078) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024370963756854707 (+1.1792549720176983e-05) | > avg_loss_disc: 2.4674510038816013 (+0.06719082593917847) | > avg_loss_disc_real_0: 0.1149892878647034 (-0.01883695045342816) | > avg_loss_disc_real_1: 0.18063432580003372 (-0.06015925023418206) | > avg_loss_disc_real_2: 0.2375087414223414 (+0.028205981907936217) | > avg_loss_disc_real_3: 0.24233674257993698 (+0.01440276635380891) | > avg_loss_disc_real_4: 0.23068286535831597 (-0.0144471199466632) | > avg_loss_disc_real_5: 0.20208652374836114 (-0.022641833298481434) | > avg_loss_0: 2.4674510038816013 (+0.06719082593917847) | > avg_loss_gen: 2.1759924017466035 (-0.19948042814548161) | > avg_loss_kl: 2.985838821301093 (-0.1538371535447931) | > avg_loss_feat: 6.881403757975652 (+0.2502674506260796) | > avg_loss_mel: 16.99240240683923 (+0.09123483070961314) | > avg_loss_duration: 2.3638415795106154 (-0.012877161686237315) | > avg_loss_1: 31.399478985713078 (-0.024692315321704683)  > EPOCH: 931/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:31:59)   --> TIME: 2024-06-12 08:32:08 -- STEP: 19/330 -- GLOBAL_STEP: 395250 | > loss_disc: 2.336177349090576 (2.3428546503970495) | > loss_disc_real_0: 0.09483516216278076 (0.10615806556061695) | > loss_disc_real_1: 0.17234887182712555 (0.19862680450866096) | > loss_disc_real_2: 0.20419147610664368 (0.20617055892944336) | > loss_disc_real_3: 0.2280571460723877 (0.23011190483444616) | > loss_disc_real_4: 0.22963882982730865 (0.22892273805643382) | > loss_disc_real_5: 0.22865183651447296 (0.22231548240310267) | > loss_0: 2.336177349090576 (2.3428546503970495) | > grad_norm_0: tensor(6.3904, device='cuda:0') (tensor(7.7172, device='cuda:0')) | > loss_gen: 2.3876185417175293 (2.490470522328427) | > loss_kl: 1.8215633630752563 (1.920857636552108) | > loss_feat: 6.98528528213501 (6.947884258471038) | > loss_mel: 16.568466186523438 (17.325093972055537) | > loss_duration: 1.9518638849258423 (2.0334472468024805) | > loss_1: 29.714797973632812 (30.71775366130628) | > grad_norm_1: tensor(87.4147, device='cuda:0') (tensor(83.7722, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3689 (0.3653797601398669) | > loader_time: 0.003 (0.003065811960320724)  --> TIME: 2024-06-12 08:32:17 -- STEP: 44/330 -- GLOBAL_STEP: 395275 | > loss_disc: 2.310512065887451 (2.360373177311637) | > loss_disc_real_0: 0.04958288371562958 (0.11016539196399125) | > loss_disc_real_1: 0.15073847770690918 (0.19839693504300984) | > loss_disc_real_2: 0.23159323632717133 (0.20885544338009573) | > loss_disc_real_3: 0.24058863520622253 (0.23108930648727852) | > loss_disc_real_4: 0.2523256242275238 (0.2310713350095532) | > loss_disc_real_5: 0.19576512277126312 (0.22327657416462898) | > loss_0: 2.310512065887451 (2.360373177311637) | > grad_norm_0: tensor(8.3329, device='cuda:0') (tensor(8.0830, device='cuda:0')) | > loss_gen: 2.3838982582092285 (2.4699817679145117) | > loss_kl: 1.9287670850753784 (1.9342903305183758) | > loss_feat: 7.194272041320801 (6.9604760300029405) | > loss_mel: 16.827796936035156 (17.262061834335334) | > loss_duration: 1.8956266641616821 (1.9865361018614336) | > loss_1: 30.23036003112793 (30.613346229900014) | > grad_norm_1: tensor(54.9552, device='cuda:0') (tensor(87.2908, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3588 (0.36164363947781647) | > loader_time: 0.0034 (0.0032699216495860705)  --> TIME: 2024-06-12 08:32:26 -- STEP: 69/330 -- GLOBAL_STEP: 395300 | > loss_disc: 2.352142095565796 (2.355539214783821) | > loss_disc_real_0: 0.09879260510206223 (0.10937808367653169) | > loss_disc_real_1: 0.1908596009016037 (0.1971254715884941) | > loss_disc_real_2: 0.2110828161239624 (0.20889236313709314) | > loss_disc_real_3: 0.22243449091911316 (0.2294376995684444) | > loss_disc_real_4: 0.23173221945762634 (0.23103730078192725) | > loss_disc_real_5: 0.22293919324874878 (0.2235213151012642) | > loss_0: 2.352142095565796 (2.355539214783821) | > grad_norm_0: tensor(10.6635, device='cuda:0') (tensor(8.2670, device='cuda:0')) | > loss_gen: 2.5514185428619385 (2.4724718384120776) | > loss_kl: 1.928625464439392 (1.9537239938542463) | > loss_feat: 7.531247138977051 (6.9456128106601) | > loss_mel: 16.47574806213379 (17.20253337638967) | > loss_duration: 1.9336915016174316 (1.9760890870854475) | > loss_1: 30.42072868347168 (30.550431210061777) | > grad_norm_1: tensor(118.7256, device='cuda:0') (tensor(88.9187, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3683 (0.36556147492450214) | > loader_time: 0.0039 (0.003418075865593509)  --> TIME: 2024-06-12 08:32:36 -- STEP: 94/330 -- GLOBAL_STEP: 395325 | > loss_disc: 2.389173984527588 (2.3518982212594217) | > loss_disc_real_0: 0.14209578931331635 (0.11026030414282008) | > loss_disc_real_1: 0.1734379529953003 (0.1966508517557002) | > loss_disc_real_2: 0.17777925729751587 (0.20853947657854) | > loss_disc_real_3: 0.22853484749794006 (0.229015477318713) | > loss_disc_real_4: 0.2486649453639984 (0.23139382502500047) | > loss_disc_real_5: 0.22397677600383759 (0.2240217427941079) | > loss_0: 2.389173984527588 (2.3518982212594217) | > grad_norm_0: tensor(7.2379, device='cuda:0') (tensor(8.4010, device='cuda:0')) | > loss_gen: 2.4469971656799316 (2.478354423604112) | > loss_kl: 1.9044498205184937 (1.950754331781509) | > loss_feat: 7.2813825607299805 (6.955248969666501) | > loss_mel: 17.463415145874023 (17.171185300705293) | > loss_duration: 1.9889030456542969 (1.9736454271255655) | > loss_1: 31.085145950317383 (30.529188460492072) | > grad_norm_1: tensor(113.4398, device='cuda:0') (tensor(91.1708, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3881 (0.369477279642795) | > loader_time: 0.0047 (0.003567771708711665)  --> TIME: 2024-06-12 08:32:46 -- STEP: 119/330 -- GLOBAL_STEP: 395350 | > loss_disc: 2.3444275856018066 (2.356627007492451) | > loss_disc_real_0: 0.13557343184947968 (0.11137925201103467) | > loss_disc_real_1: 0.14774952828884125 (0.19708472327524876) | > loss_disc_real_2: 0.18390615284442902 (0.20860724050958618) | > loss_disc_real_3: 0.2286379039287567 (0.228812019113733) | > loss_disc_real_4: 0.24373458325862885 (0.23125158024936163) | > loss_disc_real_5: 0.23613928258419037 (0.22331152818783992) | > loss_0: 2.3444275856018066 (2.356627007492451) | > grad_norm_0: tensor(6.6530, device='cuda:0') (tensor(8.4610, device='cuda:0')) | > loss_gen: 2.565614938735962 (2.471109829029115) | > loss_kl: 2.1801536083221436 (1.9696315026082913) | > loss_feat: 7.693241596221924 (6.959824730368221) | > loss_mel: 17.594924926757812 (17.195271091300913) | > loss_duration: 1.9892327785491943 (1.9762915743499243) | > loss_1: 32.02316665649414 (30.57212879277077) | > grad_norm_1: tensor(61.7809, device='cuda:0') (tensor(89.8685, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3653 (0.37256107410462963) | > loader_time: 0.0043 (0.0037006750828077815)  --> TIME: 2024-06-12 08:32:55 -- STEP: 144/330 -- GLOBAL_STEP: 395375 | > loss_disc: 2.4624416828155518 (2.366030163235135) | > loss_disc_real_0: 0.15615712106227875 (0.11316075848622455) | > loss_disc_real_1: 0.18719665706157684 (0.1977042499929666) | > loss_disc_real_2: 0.2054654061794281 (0.21002922093288767) | > loss_disc_real_3: 0.2185429185628891 (0.23006111517962483) | > loss_disc_real_4: 0.22646965086460114 (0.23142207589828306) | > loss_disc_real_5: 0.22842992842197418 (0.22336886181599563) | > loss_0: 2.4624416828155518 (2.366030163235135) | > grad_norm_0: tensor(11.0472, device='cuda:0') (tensor(8.8726, device='cuda:0')) | > loss_gen: 2.342066526412964 (2.4697999921109934) | > loss_kl: 1.965827465057373 (1.9745483274261157) | > loss_feat: 6.737232208251953 (6.973469707700941) | > loss_mel: 17.36615753173828 (17.2030159963502) | > loss_duration: 1.9888194799423218 (1.9823159070478544) | > loss_1: 30.400102615356445 (30.603149943881565) | > grad_norm_1: tensor(56.2833, device='cuda:0') (tensor(95.3968, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3982 (0.37335142493247986) | > loader_time: 0.0044 (0.0037948820326063368)  --> TIME: 2024-06-12 08:33:05 -- STEP: 169/330 -- GLOBAL_STEP: 395400 | > loss_disc: 2.332571506500244 (2.3710526037498334) | > loss_disc_real_0: 0.09486822783946991 (0.11414279193567807) | > loss_disc_real_1: 0.1734992116689682 (0.19740515956159174) | > loss_disc_real_2: 0.1913743019104004 (0.21100734562210782) | > loss_disc_real_3: 0.23345878720283508 (0.23065467125918032) | > loss_disc_real_4: 0.25208741426467896 (0.23189905100672908) | > loss_disc_real_5: 0.23577745258808136 (0.2232808185928672) | > loss_0: 2.332571506500244 (2.3710526037498334) | > grad_norm_0: tensor(16.5617, device='cuda:0') (tensor(9.6610, device='cuda:0')) | > loss_gen: 2.543285846710205 (2.463291276841475) | > loss_kl: 1.990134835243225 (1.9758395492677858) | > loss_feat: 6.881404399871826 (6.945348700122721) | > loss_mel: 17.506643295288086 (17.19430236703547) | > loss_duration: 2.036839008331299 (1.9887665919298252) | > loss_1: 30.95830535888672 (30.56754843582063) | > grad_norm_1: tensor(223.2609, device='cuda:0') (tensor(113.8400, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3754 (0.374802844764213) | > loader_time: 0.0044 (0.003880548759325016)  --> TIME: 2024-06-12 08:33:15 -- STEP: 194/330 -- GLOBAL_STEP: 395425 | > loss_disc: 2.454465627670288 (2.372297975205884) | > loss_disc_real_0: 0.14786706864833832 (0.1155350834284861) | > loss_disc_real_1: 0.25669947266578674 (0.19724857131230464) | > loss_disc_real_2: 0.22474756836891174 (0.21043443395612166) | > loss_disc_real_3: 0.22050847113132477 (0.23057357321694955) | > loss_disc_real_4: 0.21397651731967926 (0.23242971109053523) | > loss_disc_real_5: 0.22870944440364838 (0.22392111893781683) | > loss_0: 2.454465627670288 (2.372297975205884) | > grad_norm_0: tensor(7.1458, device='cuda:0') (tensor(10.6987, device='cuda:0')) | > loss_gen: 2.29921293258667 (2.463998756457851) | > loss_kl: 2.0316903591156006 (1.9804338524022054) | > loss_feat: 6.186108589172363 (6.938103493955946) | > loss_mel: 16.41077423095703 (17.156732426476243) | > loss_duration: 2.022221565246582 (1.997011641251672) | > loss_1: 28.950008392333984 (30.53628013060265) | > grad_norm_1: tensor(87.9851, device='cuda:0') (tensor(131.6313, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.3997 (0.37688688641970935) | > loader_time: 0.005 (0.003986083355146585)  --> TIME: 2024-06-12 08:33:26 -- STEP: 219/330 -- GLOBAL_STEP: 395450 | > loss_disc: 2.4883832931518555 (2.375350398015759) | > loss_disc_real_0: 0.19454194605350494 (0.11751733893809253) | > loss_disc_real_1: 0.2297431379556656 (0.1968275954325994) | > loss_disc_real_2: 0.22136729955673218 (0.21078136168658462) | > loss_disc_real_3: 0.20726695656776428 (0.2307305506103115) | > loss_disc_real_4: 0.23188920319080353 (0.23201722206046047) | > loss_disc_real_5: 0.21524441242218018 (0.2232483649907047) | > loss_0: 2.4883832931518555 (2.375350398015759) | > grad_norm_0: tensor(30.0017, device='cuda:0') (tensor(11.9234, device='cuda:0')) | > loss_gen: 2.4936063289642334 (2.4651631448911218) | > loss_kl: 2.116122245788574 (1.9871330021723221) | > loss_feat: 6.948846817016602 (6.945913123213537) | > loss_mel: 17.34572982788086 (17.1413613280205) | > loss_duration: 2.08632230758667 (2.0054384916340378) | > loss_1: 30.99062728881836 (30.545009029510357) | > grad_norm_1: tensor(84.4913, device='cuda:0') (tensor(150.4333, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.4105 (0.38040047149135653) | > loader_time: 0.0051 (0.004126776298975837)  --> TIME: 2024-06-12 08:33:37 -- STEP: 244/330 -- GLOBAL_STEP: 395475 | > loss_disc: 2.750927686691284 (2.3695774664644342) | > loss_disc_real_0: 0.19534626603126526 (0.11742313230623964) | > loss_disc_real_1: 0.20551225543022156 (0.19687331351833265) | > loss_disc_real_2: 0.2501286566257477 (0.2103955515461867) | > loss_disc_real_3: 0.22155973315238953 (0.23045018309208212) | > loss_disc_real_4: 0.24790827929973602 (0.23225238394053255) | > loss_disc_real_5: 0.284738689661026 (0.22064341067290696) | > loss_0: 2.750927686691284 (2.3695774664644342) | > grad_norm_0: tensor(66.2318, device='cuda:0') (tensor(13.5140, device='cuda:0')) | > loss_gen: 2.317626476287842 (2.4867097217528555) | > loss_kl: 1.8749995231628418 (1.9931535144321253) | > loss_feat: 6.589354515075684 (6.98433201821124) | > loss_mel: 16.335453033447266 (17.097986795863182) | > loss_duration: 2.03485107421875 (2.0146914344342006) | > loss_1: 29.152284622192383 (30.576873458799767) | > grad_norm_1: tensor(139.1126, device='cuda:0') (tensor(173.3329, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.4459 (0.38498858057084645) | > loader_time: 0.0077 (0.004280864215288008)  --> TIME: 2024-06-12 08:33:48 -- STEP: 269/330 -- GLOBAL_STEP: 395500 | > loss_disc: 2.420337438583374 (2.372462787592722) | > loss_disc_real_0: 0.2300998568534851 (0.11876449281121272) | > loss_disc_real_1: 0.25371670722961426 (0.1972098009847797) | > loss_disc_real_2: 0.18841351568698883 (0.21093334977733158) | > loss_disc_real_3: 0.2359367161989212 (0.2304461916915546) | > loss_disc_real_4: 0.2671537697315216 (0.23257816430582876) | > loss_disc_real_5: 0.19797295331954956 (0.22033407087662849) | > loss_0: 2.420337438583374 (2.372462787592722) | > grad_norm_0: tensor(31.2628, device='cuda:0') (tensor(15.6618, device='cuda:0')) | > loss_gen: 2.3889262676239014 (2.4909741550573195) | > loss_kl: 2.0865838527679443 (2.0002908192602673) | > loss_feat: 6.687118053436279 (7.0035475053751775) | > loss_mel: 16.077608108520508 (17.064017083121954) | > loss_duration: 2.123558521270752 (2.0232064223200834) | > loss_1: 29.363794326782227 (30.582035958102203) | > grad_norm_1: tensor(221.9020, device='cuda:0') (tensor(200.3389, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.4422 (0.3899129917187319) | > loader_time: 0.006 (0.004412882390075459) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_395500.pth  --> TIME: 2024-06-12 08:34:04 -- STEP: 294/330 -- GLOBAL_STEP: 395525 | > loss_disc: 2.347097635269165 (2.373838978559792) | > loss_disc_real_0: 0.1082288846373558 (0.11982521801223964) | > loss_disc_real_1: 0.17897586524486542 (0.197319182560963) | > loss_disc_real_2: 0.1902507096529007 (0.21066344022548114) | > loss_disc_real_3: 0.20139946043491364 (0.2302891058074374) | > loss_disc_real_4: 0.20673774182796478 (0.23280788643830488) | > loss_disc_real_5: 0.21650457382202148 (0.2204746475227836) | > loss_0: 2.347097635269165 (2.373838978559792) | > grad_norm_0: tensor(12.6243, device='cuda:0') (tensor(16.7594, device='cuda:0')) | > loss_gen: 2.3410990238189697 (2.486875997108668) | > loss_kl: 2.198319911956787 (2.005292848259413) | > loss_feat: 7.27908992767334 (6.989302140514865) | > loss_mel: 16.61530113220215 (16.983280700891207) | > loss_duration: 2.174368381500244 (2.0338666378235306) | > loss_1: 30.608177185058594 (30.49861832703052) | > grad_norm_1: tensor(176.5043, device='cuda:0') (tensor(219.2223, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.4545 (0.3956996494409991) | > loader_time: 0.0063 (0.004585367481724747)  --> TIME: 2024-06-12 08:34:17 -- STEP: 319/330 -- GLOBAL_STEP: 395550 | > loss_disc: 2.4225730895996094 (2.3813179114769243) | > loss_disc_real_0: 0.16852185130119324 (0.12178171681806584) | > loss_disc_real_1: 0.13742417097091675 (0.19749895859287836) | > loss_disc_real_2: 0.19862429797649384 (0.21071909027039817) | > loss_disc_real_3: 0.21505391597747803 (0.2307353659670181) | > loss_disc_real_4: 0.2680848240852356 (0.23446338229044852) | > loss_disc_real_5: 0.24792827665805817 (0.22351181413686388) | > loss_0: 2.4225730895996094 (2.3813179114769243) | > grad_norm_0: tensor(26.7378, device='cuda:0') (tensor(17.0040, device='cuda:0')) | > loss_gen: 2.4562056064605713 (2.4837910688035554) | > loss_kl: 2.037346124649048 (2.010716125509208) | > loss_feat: 8.02636432647705 (7.010522083055261) | > loss_mel: 16.762657165527344 (16.95217147217276) | > loss_duration: 2.2415413856506348 (2.0479368913136287) | > loss_1: 31.524112701416016 (30.505137643843984) | > grad_norm_1: tensor(161.2027, device='cuda:0') (tensor(221.7134, device='cuda:0')) | > current_lr_0: 0.00017802697655777013 | > current_lr_1: 0.00017802697655777013 | > step_time: 0.544 (0.4047777122090979) | > loader_time: 0.0077 (0.004797966876373775)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4285528659820557 (2.4285528659820557) | > loss_disc_real_0: 0.08402546495199203 (0.08402546495199203) | > loss_disc_real_1: 0.1658773124217987 (0.1658773124217987) | > loss_disc_real_2: 0.1898193359375 (0.1898193359375) | > loss_disc_real_3: 0.16689154505729675 (0.16689154505729675) | > loss_disc_real_4: 0.21506623923778534 (0.21506623923778534) | > loss_disc_real_5: 0.2443590760231018 (0.2443590760231018) | > loss_0: 2.4285528659820557 (2.4285528659820557) | > loss_gen: 2.066223382949829 (2.066223382949829) | > loss_kl: 2.4273228645324707 (2.4273228645324707) | > loss_feat: 6.324687957763672 (6.324687957763672) | > loss_mel: 15.29839038848877 (15.29839038848877) | > loss_duration: 2.935080051422119 (2.935080051422119) | > loss_1: 29.05170249938965 (29.05170249938965)  --> STEP: 1 | > loss_disc: 2.33058500289917 (2.33058500289917) | > loss_disc_real_0: 0.11124903708696365 (0.11124903708696365) | > loss_disc_real_1: 0.15073364973068237 (0.15073364973068237) | > loss_disc_real_2: 0.19649428129196167 (0.19649428129196167) | > loss_disc_real_3: 0.27769526839256287 (0.27769526839256287) | > loss_disc_real_4: 0.24216465651988983 (0.24216465651988983) | > loss_disc_real_5: 0.19492769241333008 (0.19492769241333008) | > loss_0: 2.33058500289917 (2.33058500289917) | > loss_gen: 2.229586362838745 (2.229586362838745) | > loss_kl: 3.5879077911376953 (3.5879077911376953) | > loss_feat: 5.844877243041992 (5.844877243041992) | > loss_mel: 16.503273010253906 (16.503273010253906) | > loss_duration: 2.6971051692962646 (2.6971051692962646) | > loss_1: 30.862749099731445 (30.862749099731445)  --> STEP: 2 | > loss_disc: 2.161658763885498 (2.246121883392334) | > loss_disc_real_0: 0.10050713270902634 (0.105878084897995) | > loss_disc_real_1: 0.150796577334404 (0.15076511353254318) | > loss_disc_real_2: 0.26775696873664856 (0.23212562501430511) | > loss_disc_real_3: 0.19935676455497742 (0.23852601647377014) | > loss_disc_real_4: 0.19730812311172485 (0.21973638981580734) | > loss_disc_real_5: 0.18825531005859375 (0.19159150123596191) | > loss_0: 2.161658763885498 (2.246121883392334) | > loss_gen: 2.395453929901123 (2.312520146369934) | > loss_kl: 3.4382336139678955 (3.5130707025527954) | > loss_feat: 5.873334884643555 (5.859106063842773) | > loss_mel: 16.904264450073242 (16.703768730163574) | > loss_duration: 2.4823975563049316 (2.589751362800598) | > loss_1: 31.09368324279785 (30.97821617126465)  --> STEP: 3 | > loss_disc: 2.4984183311462402 (2.3302206993103027) | > loss_disc_real_0: 0.08146049827337265 (0.09773888935645421) | > loss_disc_real_1: 0.17352527379989624 (0.15835183362166086) | > loss_disc_real_2: 0.2857905924320221 (0.25001394748687744) | > loss_disc_real_3: 0.2859184145927429 (0.25432348251342773) | > loss_disc_real_4: 0.22807340323925018 (0.2225153942902883) | > loss_disc_real_5: 0.2516882121562958 (0.21162373820940653) | > loss_0: 2.4984183311462402 (2.3302206993103027) | > loss_gen: 2.1142988204956055 (2.246446371078491) | > loss_kl: 3.5066144466400146 (3.510918617248535) | > loss_feat: 5.209085941314697 (5.642432689666748) | > loss_mel: 13.577646255493164 (15.661727905273438) | > loss_duration: 2.363130807876587 (2.5142111778259277) | > loss_1: 26.770776748657227 (29.57573636372884)  --> STEP: 4 | > loss_disc: 2.3467748165130615 (2.3343592286109924) | > loss_disc_real_0: 0.12487649917602539 (0.10452329181134701) | > loss_disc_real_1: 0.10910488665103912 (0.14604009687900543) | > loss_disc_real_2: 0.1811840981245041 (0.2328064851462841) | > loss_disc_real_3: 0.2207769751548767 (0.24593685567378998) | > loss_disc_real_4: 0.22736243903636932 (0.22372715547680855) | > loss_disc_real_5: 0.20957407355308533 (0.21111132204532623) | > loss_0: 2.3467748165130615 (2.3343592286109924) | > loss_gen: 2.162982940673828 (2.2255805134773254) | > loss_kl: 3.770796775817871 (3.575888156890869) | > loss_feat: 7.79158878326416 (6.179721713066101) | > loss_mel: 17.637523651123047 (16.15567684173584) | > loss_duration: 2.367401361465454 (2.4775087237358093) | > loss_1: 33.73029327392578 (30.614375591278076)  --> STEP: 5 | > loss_disc: 2.5121068954467773 (2.3699087619781496) | > loss_disc_real_0: 0.19952447712421417 (0.12352352887392044) | > loss_disc_real_1: 0.19362206757068634 (0.15555649101734162) | > loss_disc_real_2: 0.2795643210411072 (0.24215805232524873) | > loss_disc_real_3: 0.23716740310192108 (0.2441829651594162) | > loss_disc_real_4: 0.24715988337993622 (0.22841370105743408) | > loss_disc_real_5: 0.24326466023921967 (0.21754198968410493) | > loss_0: 2.5121068954467773 (2.3699087619781496) | > loss_gen: 2.3279943466186523 (2.2460632801055906) | > loss_kl: 3.5052459239959717 (3.5617597103118896) | > loss_feat: 5.570235252380371 (6.057824420928955) | > loss_mel: 17.69441795349121 (16.463425064086913) | > loss_duration: 2.4006290435791016 (2.462132787704468) | > loss_1: 31.49852180480957 (30.791204833984374)  --> STEP: 6 | > loss_disc: 2.303461790084839 (2.3588342666625977) | > loss_disc_real_0: 0.07432238757610321 (0.11532333865761757) | > loss_disc_real_1: 0.14025656878948212 (0.15300650397936502) | > loss_disc_real_2: 0.18578605353832245 (0.23276271919409433) | > loss_disc_real_3: 0.1628030389547348 (0.23061964412530264) | > loss_disc_real_4: 0.19927948713302612 (0.22355799873669943) | > loss_disc_real_5: 0.17451554536819458 (0.2103709156314532) | > loss_0: 2.303461790084839 (2.3588342666625977) | > loss_gen: 1.9127014875411987 (2.1905029813448587) | > loss_kl: 3.5634067058563232 (3.5620342095692954) | > loss_feat: 5.6615471839904785 (5.991778214772542) | > loss_mel: 17.40102767944336 (16.61969216664632) | > loss_duration: 2.231729507446289 (2.4237322409947715) | > loss_1: 30.770410537719727 (30.787739117940266)  --> STEP: 7 | > loss_disc: 2.578014850616455 (2.390145778656006) | > loss_disc_real_0: 0.2060249298810959 (0.1282807088324002) | > loss_disc_real_1: 0.20031967759132385 (0.15976552878107345) | > loss_disc_real_2: 0.32274502515792847 (0.24561733433178493) | > loss_disc_real_3: 0.28628939390182495 (0.2385724655219487) | > loss_disc_real_4: 0.22744549810886383 (0.22411335578986577) | > loss_disc_real_5: 0.2963705360889435 (0.22265657569680894) | > loss_0: 2.578014850616455 (2.390145778656006) | > loss_gen: 2.524810791015625 (2.238261239869254) | > loss_kl: 4.476144313812256 (3.6926213673182895) | > loss_feat: 6.414463996887207 (6.05216189793178) | > loss_mel: 16.411941528320312 (16.59001350402832) | > loss_duration: 2.559744119644165 (2.443162509373256) | > loss_1: 32.38710403442383 (31.01621982029506)  --> STEP: 8 | > loss_disc: 2.433335781097412 (2.3955445289611816) | > loss_disc_real_0: 0.14223071932792664 (0.130024460144341) | > loss_disc_real_1: 0.09884265810251236 (0.1521501699462533) | > loss_disc_real_2: 0.19385077059268951 (0.239146513864398) | > loss_disc_real_3: 0.22947226464748383 (0.23743494041264057) | > loss_disc_real_4: 0.21762490272521973 (0.223302299156785) | > loss_disc_real_5: 0.21742580831050873 (0.22200272977352142) | > loss_0: 2.433335781097412 (2.3955445289611816) | > loss_gen: 2.0789289474487305 (2.2183447033166885) | > loss_kl: 3.5453298091888428 (3.6742099225521088) | > loss_feat: 9.615479469299316 (6.497576594352722) | > loss_mel: 19.12705421447754 (16.907143592834473) | > loss_duration: 2.3248050212860107 (2.4283678233623505) | > loss_1: 36.69160079956055 (31.725642442703247)  --> STEP: 9 | > loss_disc: 2.485783100128174 (2.405571036868625) | > loss_disc_real_0: 0.1236175000667572 (0.12931257569127613) | > loss_disc_real_1: 0.17200630903244019 (0.15435640762249628) | > loss_disc_real_2: 0.24561692774295807 (0.23986544873979357) | > loss_disc_real_3: 0.25598400831222534 (0.23949594795703888) | > loss_disc_real_4: 0.19376567006111145 (0.22002045147948796) | > loss_disc_real_5: 0.17963917553424835 (0.21729566819137996) | > loss_0: 2.485783100128174 (2.405571036868625) | > loss_gen: 2.0809824466705322 (2.2030822303560047) | > loss_kl: 2.422909736633301 (3.53517656856113) | > loss_feat: 7.783361911773682 (6.6404416296217175) | > loss_mel: 18.772066116333008 (17.114357206556534) | > loss_duration: 2.234497547149658 (2.4068266815609403) | > loss_1: 33.293819427490234 (31.899884329901802)  --> STEP: 10 | > loss_disc: 2.6836817264556885 (2.4333821058273317) | > loss_disc_real_0: 0.19518263638019562 (0.1358995817601681) | > loss_disc_real_1: 0.1489582359790802 (0.15381659045815468) | > loss_disc_real_2: 0.3293793797492981 (0.248816841840744) | > loss_disc_real_3: 0.29686978459358215 (0.24523333162069322) | > loss_disc_real_4: 0.2481621354818344 (0.22283461987972258) | > loss_disc_real_5: 0.3010033965110779 (0.22566644102334976) | > loss_0: 2.6836817264556885 (2.4333821058273317) | > loss_gen: 2.210449695587158 (2.20381897687912) | > loss_kl: 3.3099732398986816 (3.512656235694885) | > loss_feat: 4.90946626663208 (6.467344093322754) | > loss_mel: 16.51885986328125 (17.054807472229005) | > loss_duration: 2.4376301765441895 (2.409907031059265) | > loss_1: 29.38637924194336 (31.648533821105957)  --> STEP: 11 | > loss_disc: 2.6885972023010254 (2.456583478234031) | > loss_disc_real_0: 0.17981041967868805 (0.13989147611639716) | > loss_disc_real_1: 0.17466211318969727 (0.155711637979204) | > loss_disc_real_2: 0.22067081928253174 (0.24625811251727017) | > loss_disc_real_3: 0.2591310739517212 (0.24649676274169574) | > loss_disc_real_4: 0.2797498106956482 (0.22800872813571582) | > loss_disc_real_5: 0.239873006939888 (0.22695794701576233) | > loss_0: 2.6885972023010254 (2.456583478234031) | > loss_gen: 2.0247254371643066 (2.187537745995955) | > loss_kl: 4.208357334136963 (3.5759017900987105) | > loss_feat: 5.44190788269043 (6.374122619628906) | > loss_mel: 15.589550018310547 (16.921602249145508) | > loss_duration: 2.498638868331909 (2.4179735617204146) | > loss_1: 29.7631778717041 (31.47713782570579)  --> STEP: 12 | > loss_disc: 2.580627679824829 (2.4669204950332637) | > loss_disc_real_0: 0.04693154990673065 (0.13214481559892496) | > loss_disc_real_1: 0.106681227684021 (0.15162577045460543) | > loss_disc_real_2: 0.1971835047006607 (0.24216856186588606) | > loss_disc_real_3: 0.18337580561637878 (0.24123668298125267) | > loss_disc_real_4: 0.20603406429290771 (0.22617750614881516) | > loss_disc_real_5: 0.2633122503757477 (0.2299874722957611) | > loss_0: 2.580627679824829 (2.4669204950332637) | > loss_gen: 1.6932772397994995 (2.1463493704795837) | > loss_kl: 2.6989428997039795 (3.5028218825658164) | > loss_feat: 7.6920552253723145 (6.48395033677419) | > loss_mel: 17.60871124267578 (16.978861331939697) | > loss_duration: 2.2756056785583496 (2.406109571456909) | > loss_1: 31.96859359741211 (31.51809247334798)  --> STEP: 13 | > loss_disc: 2.4232730865478516 (2.4635630020728474) | > loss_disc_real_0: 0.11660361289978027 (0.13094933846822152) | > loss_disc_real_1: 0.17880578339099884 (0.15371654068048185) | > loss_disc_real_2: 0.2947247326374054 (0.246211344232926) | > loss_disc_real_3: 0.23035553097724915 (0.240399671288637) | > loss_disc_real_4: 0.18212412297725677 (0.22278878436638758) | > loss_disc_real_5: 0.22167964279651642 (0.2293484084881269) | > loss_0: 2.4232730865478516 (2.4635630020728474) | > loss_gen: 2.250941753387451 (2.1543949383955736) | > loss_kl: 3.342578411102295 (3.4904954616840067) | > loss_feat: 7.587753772735596 (6.568858293386606) | > loss_mel: 16.726970672607422 (16.959485127375675) | > loss_duration: 2.300640106201172 (2.3979965356680064) | > loss_1: 32.208885192871094 (31.57123037484976)  --> STEP: 14 | > loss_disc: 2.2513911724090576 (2.4484078713825768) | > loss_disc_real_0: 0.061859577894210815 (0.1260143555700779) | > loss_disc_real_1: 0.13991640508174896 (0.15273081670914376) | > loss_disc_real_2: 0.1991136521100998 (0.24284722336700984) | > loss_disc_real_3: 0.18739023804664612 (0.2366132831999234) | > loss_disc_real_4: 0.19031032919883728 (0.22046889471156256) | > loss_disc_real_5: 0.16585245728492737 (0.22481298340218409) | > loss_0: 2.2513911724090576 (2.4484078713825768) | > loss_gen: 2.1822524070739746 (2.156384757586888) | > loss_kl: 4.363367080688477 (3.5528434344700406) | > loss_feat: 6.760465621948242 (6.582544531141009) | > loss_mel: 18.70800018310547 (17.084379059927805) | > loss_duration: 2.4255099296569824 (2.3999617780957903) | > loss_1: 34.43959426879883 (31.776113510131836)  --> STEP: 15 | > loss_disc: 2.478214979171753 (2.450395011901855) | > loss_disc_real_0: 0.13915866613388062 (0.12689064294099808) | > loss_disc_real_1: 0.18335452675819397 (0.15477239737908047) | > loss_disc_real_2: 0.2457626312971115 (0.24304158389568328) | > loss_disc_real_3: 0.18151700496673584 (0.23294019798437754) | > loss_disc_real_4: 0.22171512246131897 (0.22055197656154632) | > loss_disc_real_5: 0.18493202328681946 (0.22215425272782643) | > loss_0: 2.478214979171753 (2.450395011901855) | > loss_gen: 2.178563356399536 (2.1578633308410646) | > loss_kl: 3.6066980361938477 (3.556433741251628) | > loss_feat: 6.908384799957275 (6.604267215728759) | > loss_mel: 18.202268600463867 (17.158905029296875) | > loss_duration: 2.383517265319824 (2.398865477244059) | > loss_1: 33.27943420410156 (31.87633488972982)  --> STEP: 16 | > loss_disc: 2.5966312885284424 (2.4595347791910167) | > loss_disc_real_0: 0.09640681743621826 (0.12498540384694934) | > loss_disc_real_1: 0.18071867525577545 (0.1563940397463739) | > loss_disc_real_2: 0.2592541575431824 (0.24405486974865198) | > loss_disc_real_3: 0.3396322429180145 (0.23960845079272985) | > loss_disc_real_4: 0.29285404086112976 (0.2250708555802703) | > loss_disc_real_5: 0.2563038170337677 (0.22428860049694777) | > loss_0: 2.5966312885284424 (2.4595347791910167) | > loss_gen: 2.333019971847534 (2.168810620903969) | > loss_kl: 3.0739243030548096 (3.5262769013643265) | > loss_feat: 6.351846694946289 (6.588490933179855) | > loss_mel: 15.969865798950195 (17.084590077400208) | > loss_duration: 2.4377012252807617 (2.401292711496353) | > loss_1: 30.166358947753906 (31.769461393356323)  --> STEP: 17 | > loss_disc: 2.3769240379333496 (2.4546753238229186) | > loss_disc_real_0: 0.12043596804141998 (0.12471778997603584) | > loss_disc_real_1: 0.2005140483379364 (0.158989334369407) | > loss_disc_real_2: 0.2348899245262146 (0.24351575532380274) | > loss_disc_real_3: 0.29007092118263245 (0.2425768314039006) | > loss_disc_real_4: 0.2609107792377472 (0.22717908638365128) | > loss_disc_real_5: 0.2518226206302643 (0.22590824874008403) | > loss_0: 2.3769240379333496 (2.4546753238229186) | > loss_gen: 2.5264945030212402 (2.1898508492638085) | > loss_kl: 2.752230167388916 (3.4807447405422436) | > loss_feat: 4.60037899017334 (6.471543171826531) | > loss_mel: 15.782938957214355 (17.0080223644481) | > loss_duration: 2.438373327255249 (2.4034739241880527) | > loss_1: 28.10041618347168 (31.553635204539578)  --> STEP: 18 | > loss_disc: 2.7281455993652344 (2.4698681169086028) | > loss_disc_real_0: 0.106854647397995 (0.12372539316614468) | > loss_disc_real_1: 0.1841093748807907 (0.16038489217559496) | > loss_disc_real_2: 0.27233952283859253 (0.24511707574129105) | > loss_disc_real_3: 0.2517596483230591 (0.2430869878994094) | > loss_disc_real_4: 0.2564624547958374 (0.2288059401843283) | > loss_disc_real_5: 0.2895050644874573 (0.22944140517049366) | > loss_0: 2.7281455993652344 (2.4698681169086028) | > loss_gen: 1.994949221611023 (2.179022981060876) | > loss_kl: 3.4258692264556885 (3.477696100870768) | > loss_feat: 7.56417989730835 (6.532245212131077) | > loss_mel: 16.187891006469727 (16.962459511227078) | > loss_duration: 2.2791240215301514 (2.396565596262614) | > loss_1: 31.45201301574707 (31.54798952738444)  --> STEP: 19 | > loss_disc: 2.4783859252929688 (2.470316422613043) | > loss_disc_real_0: 0.10118292272090912 (0.12253894735323756) | > loss_disc_real_1: 0.12883612513542175 (0.15872443075242795) | > loss_disc_real_2: 0.3025902509689331 (0.24814197970064064) | > loss_disc_real_3: 0.2618710696697235 (0.24407562378205752) | > loss_disc_real_4: 0.21583950519561768 (0.22812349623755404) | > loss_disc_real_5: 0.24961690604686737 (0.23050327363767123) | > loss_0: 2.4783859252929688 (2.470316422613043) | > loss_gen: 2.1152255535125732 (2.1756652217162284) | > loss_kl: 2.51557993888855 (3.427058408134862) | > loss_feat: 4.866504192352295 (6.44457463214272) | > loss_mel: 16.338266372680664 (16.929607240777266) | > loss_duration: 2.364384889602661 (2.3948718748594584) | > loss_1: 28.199960708618164 (31.371777484291478)  --> STEP: 20 | > loss_disc: 2.5141139030456543 (2.472506296634674) | > loss_disc_real_0: 0.13912570476531982 (0.12336828522384166) | > loss_disc_real_1: 0.16607165336608887 (0.159091791883111) | > loss_disc_real_2: 0.19953469932079315 (0.24571161568164826) | > loss_disc_real_3: 0.1974618285894394 (0.2417449340224266) | > loss_disc_real_4: 0.2036733776330948 (0.22690099030733107) | > loss_disc_real_5: 0.18209096789360046 (0.22808265835046768) | > loss_0: 2.5141139030456543 (2.472506296634674) | > loss_gen: 1.913689374923706 (2.1625664293766023) | > loss_kl: 2.414713144302368 (3.376441144943237) | > loss_feat: 5.372579097747803 (6.390974855422973) | > loss_mel: 19.498926162719727 (17.05807318687439) | > loss_duration: 2.3589606285095215 (2.393076312541962) | > loss_1: 31.558868408203125 (31.38113203048706)  --> STEP: 21 | > loss_disc: 2.279782772064209 (2.463328985940842) | > loss_disc_real_0: 0.056697919964790344 (0.1201935059257916) | > loss_disc_real_1: 0.15804171562194824 (0.15904178825162707) | > loss_disc_real_2: 0.23870892822742462 (0.24537815437430427) | > loss_disc_real_3: 0.20518752932548523 (0.24000410522733415) | > loss_disc_real_4: 0.21917201578617096 (0.22653294390156156) | > loss_disc_real_5: 0.1874573677778244 (0.22614812070415133) | > loss_0: 2.279782772064209 (2.463328985940842) | > loss_gen: 2.0624759197235107 (2.1578002146312167) | > loss_kl: 2.5370490550994873 (3.3364700930459157) | > loss_feat: 4.860322952270508 (6.3180866695585705) | > loss_mel: 15.730754852294922 (16.994867551894416) | > loss_duration: 2.18778395652771 (2.3833004860650924) | > loss_1: 27.378387451171875 (31.190525145757768)  --> STEP: 22 | > loss_disc: 2.534386157989502 (2.466558857397599) | > loss_disc_real_0: 0.08133289217948914 (0.11842711439186876) | > loss_disc_real_1: 0.14154566824436188 (0.15824651006947865) | > loss_disc_real_2: 0.24991384148597717 (0.2455843219702894) | > loss_disc_real_3: 0.21633711457252502 (0.23892833292484283) | > loss_disc_real_4: 0.2459883689880371 (0.22741728140549225) | > loss_disc_real_5: 0.22034737467765808 (0.22588445043021982) | > loss_0: 2.534386157989502 (2.466558857397599) | > loss_gen: 1.947251319885254 (2.1482298103245823) | > loss_kl: 2.4692893028259277 (3.2970527843995527) | > loss_feat: 5.3765645027160645 (6.275290207429365) | > loss_mel: 16.415803909301758 (16.96854647723111) | > loss_duration: 2.2415506839752197 (2.3768573132428257) | > loss_1: 28.450458526611328 (31.065976663069293)  --> STEP: 23 | > loss_disc: 2.57182240486145 (2.471135533374288) | > loss_disc_real_0: 0.23133584856987 (0.12333618979091229) | > loss_disc_real_1: 0.12283684313297272 (0.15670695933310883) | > loss_disc_real_2: 0.2742450535297394 (0.24683044073374374) | > loss_disc_real_3: 0.1729569435119629 (0.23606001164602197) | > loss_disc_real_4: 0.22965052723884583 (0.22751437905042068) | > loss_disc_real_5: 0.2710232138633728 (0.22784700536209604) | > loss_0: 2.57182240486145 (2.471135533374288) | > loss_gen: 2.151585102081299 (2.148375692574874) | > loss_kl: 3.1768479347229004 (3.2918264865875244) | > loss_feat: 5.480914115905762 (6.240752116493557) | > loss_mel: 15.72608757019043 (16.914526524751082) | > loss_duration: 2.3013181686401367 (2.3735730026079263) | > loss_1: 28.836753845214844 (30.96905393185823)  --> STEP: 24 | > loss_disc: 2.4856388568878174 (2.4717398385206852) | > loss_disc_real_0: 0.15179386734962463 (0.12452192635585864) | > loss_disc_real_1: 0.1651901751756668 (0.15706042665988207) | > loss_disc_real_2: 0.2948475480079651 (0.2488311535368363) | > loss_disc_real_3: 0.26587992906570435 (0.2373025082051754) | > loss_disc_real_4: 0.35596176981925964 (0.23286635366578898) | > loss_disc_real_5: 0.20186643302440643 (0.2267644815146923) | > loss_0: 2.4856388568878174 (2.4717398385206852) | > loss_gen: 2.4162659645080566 (2.1595377872387567) | > loss_kl: 2.8260838985443115 (3.2724205454190574) | > loss_feat: 5.543825149536133 (6.211713492870331) | > loss_mel: 16.946823120117188 (16.91587221622467) | > loss_duration: 2.4489083290100098 (2.3767119745413465) | > loss_1: 30.18190574645996 (30.93625609079997)  --> STEP: 25 | > loss_disc: 2.5226311683654785 (2.473775491714477) | > loss_disc_real_0: 0.06200838461518288 (0.12202138468623161) | > loss_disc_real_1: 0.1608894318342209 (0.15721358686685563) | > loss_disc_real_2: 0.24240845441818237 (0.24857424557209015) | > loss_disc_real_3: 0.2358260601758957 (0.2372434502840042) | > loss_disc_real_4: 0.2311430126428604 (0.23279742002487183) | > loss_disc_real_5: 0.21017490327358246 (0.2261008983850479) | > loss_0: 2.5226311683654785 (2.473775491714477) | > loss_gen: 2.041239023208618 (2.1548058366775513) | > loss_kl: 2.946558952331543 (3.2593860816955567) | > loss_feat: 7.341972827911377 (6.256923866271973) | > loss_mel: 15.979827880859375 (16.878430442810057) | > loss_duration: 2.445371389389038 (2.3794583511352543) | > loss_1: 30.75497055053711 (30.929004669189453)  --> STEP: 26 | > loss_disc: 2.5344960689544678 (2.4761108985313998) | > loss_disc_real_0: 0.0898125022649765 (0.12078258151618335) | > loss_disc_real_1: 0.06945505738258362 (0.15383825880976826) | > loss_disc_real_2: 0.2020646333694458 (0.2467854143335269) | > loss_disc_real_3: 0.07062488049268723 (0.23083504375356895) | > loss_disc_real_4: 0.09256405383348465 (0.22740382901751077) | > loss_disc_real_5: 0.08891947567462921 (0.22082468981926257) | > loss_0: 2.5344960689544678 (2.4761108985313998) | > loss_gen: 1.7539795637130737 (2.139389441563533) | > loss_kl: 2.496180772781372 (3.2300320313527036) | > loss_feat: 15.826815605163574 (6.624996625460112) | > loss_mel: 20.257333755493164 (17.008388262528637) | > loss_duration: 2.3560540676116943 (2.378558186384348) | > loss_1: 42.69036102294922 (31.381364528949444) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026416778564453125 (+0.00020458148075984178) | > avg_loss_disc: 2.4761108985313998 (+0.008659894649798439) | > avg_loss_disc_real_0: 0.12078258151618335 (+0.005793293651479944) | > avg_loss_disc_real_1: 0.15383825880976826 (-0.02679606699026546) | > avg_loss_disc_real_2: 0.2467854143335269 (+0.009276672911185502) | > avg_loss_disc_real_3: 0.23083504375356895 (-0.011501698826368034) | > avg_loss_disc_real_4: 0.22740382901751077 (-0.0032790363408052026) | > avg_loss_disc_real_5: 0.22082468981926257 (+0.018738166070901424) | > avg_loss_0: 2.4761108985313998 (+0.008659894649798439) | > avg_loss_gen: 2.139389441563533 (-0.03660296018307063) | > avg_loss_kl: 3.2300320313527036 (+0.24419321005161043) | > avg_loss_feat: 6.624996625460112 (-0.25640713251554015) | > avg_loss_mel: 17.008388262528637 (+0.015985855689407913) | > avg_loss_duration: 2.378558186384348 (+0.014716606873732552) | > avg_loss_1: 31.381364528949444 (-0.01811445676363377)  > EPOCH: 932/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:34:43)   --> TIME: 2024-06-12 08:34:49 -- STEP: 14/330 -- GLOBAL_STEP: 395575 | > loss_disc: 2.327091693878174 (2.3244943618774414) | > loss_disc_real_0: 0.1220690906047821 (0.10397246001022202) | > loss_disc_real_1: 0.23555436730384827 (0.1980462787406785) | > loss_disc_real_2: 0.265007346868515 (0.21290594977991922) | > loss_disc_real_3: 0.26022660732269287 (0.2297640953745161) | > loss_disc_real_4: 0.23773017525672913 (0.23286875975983484) | > loss_disc_real_5: 0.22916747629642487 (0.2229891068169049) | > loss_0: 2.327091693878174 (2.3244943618774414) | > grad_norm_0: tensor(9.3893, device='cuda:0') (tensor(7.7997, device='cuda:0')) | > loss_gen: 2.5940146446228027 (2.538407955850874) | > loss_kl: 1.447607159614563 (1.9150670511381966) | > loss_feat: 6.924753665924072 (6.962722948619297) | > loss_mel: 17.3122501373291 (17.36418683188302) | > loss_duration: 1.968489408493042 (2.042706319264003) | > loss_1: 30.247116088867188 (30.823090962001256) | > grad_norm_1: tensor(56.6660, device='cuda:0') (tensor(58.0811, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.3634 (0.35803193705422537) | > loader_time: 0.0032 (0.003329634666442871)  --> TIME: 2024-06-12 08:34:58 -- STEP: 39/330 -- GLOBAL_STEP: 395600 | > loss_disc: 2.309253454208374 (2.3403790425031614) | > loss_disc_real_0: 0.11168114840984344 (0.10490760054343785) | > loss_disc_real_1: 0.183684840798378 (0.19563029591853803) | > loss_disc_real_2: 0.24294161796569824 (0.20779738326867422) | > loss_disc_real_3: 0.22363793849945068 (0.22883503635724387) | > loss_disc_real_4: 0.24342529475688934 (0.23389585430805498) | > loss_disc_real_5: 0.2468702793121338 (0.22503985120699957) | > loss_0: 2.309253454208374 (2.3403790425031614) | > grad_norm_0: tensor(8.5378, device='cuda:0') (tensor(8.8484, device='cuda:0')) | > loss_gen: 2.732947587966919 (2.5088183818719325) | > loss_kl: 1.9802873134613037 (1.9383535262865899) | > loss_feat: 7.844585418701172 (7.004938333462446) | > loss_mel: 17.373905181884766 (17.207198925507374) | > loss_duration: 1.9764472246170044 (1.987340740668468) | > loss_1: 31.908174514770508 (30.646649776360928) | > grad_norm_1: tensor(123.0136, device='cuda:0') (tensor(78.8318, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.3557 (0.3584881929250864) | > loader_time: 0.0032 (0.0033557292742606923)  --> TIME: 2024-06-12 08:35:07 -- STEP: 64/330 -- GLOBAL_STEP: 395625 | > loss_disc: 2.377797842025757 (2.347600020468234) | > loss_disc_real_0: 0.09697806090116501 (0.10741500183939934) | > loss_disc_real_1: 0.17971234023571014 (0.19619951909407973) | > loss_disc_real_2: 0.20423069596290588 (0.2108670207671821) | > loss_disc_real_3: 0.24362808465957642 (0.22884303308092058) | > loss_disc_real_4: 0.262003093957901 (0.23152877716347575) | > loss_disc_real_5: 0.23107191920280457 (0.22279452835209668) | > loss_0: 2.377797842025757 (2.347600020468234) | > grad_norm_0: tensor(12.6063, device='cuda:0') (tensor(8.7748, device='cuda:0')) | > loss_gen: 2.4513192176818848 (2.490673456341028) | > loss_kl: 1.9833221435546875 (1.9589267875999212) | > loss_feat: 7.513132095336914 (6.982621289789677) | > loss_mel: 17.278711318969727 (17.171212509274483) | > loss_duration: 1.9719574451446533 (1.9760929327458143) | > loss_1: 31.198442459106445 (30.57952681183815) | > grad_norm_1: tensor(109.1098, device='cuda:0') (tensor(90.2104, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.374 (0.3597805127501488) | > loader_time: 0.0043 (0.003506958484649658)  --> TIME: 2024-06-12 08:35:17 -- STEP: 89/330 -- GLOBAL_STEP: 395650 | > loss_disc: 2.310985803604126 (2.3457272320650926) | > loss_disc_real_0: 0.09236463904380798 (0.10782465598221576) | > loss_disc_real_1: 0.21657809615135193 (0.19576411501745158) | > loss_disc_real_2: 0.22439688444137573 (0.21099981833040043) | > loss_disc_real_3: 0.23330548405647278 (0.22888977390326812) | > loss_disc_real_4: 0.24585901200771332 (0.2323816344979104) | > loss_disc_real_5: 0.2359960675239563 (0.2235582728734177) | > loss_0: 2.310985803604126 (2.3457272320650926) | > grad_norm_0: tensor(8.6369, device='cuda:0') (tensor(9.2968, device='cuda:0')) | > loss_gen: 2.4572532176971436 (2.4904989526512917) | > loss_kl: 2.014244556427002 (1.9714833484606797) | > loss_feat: 6.617721080780029 (6.994310920158129) | > loss_mel: 17.035663604736328 (17.162766220864277) | > loss_duration: 1.9941956996917725 (1.9732758958687944) | > loss_1: 30.119077682495117 (30.592335240224774) | > grad_norm_1: tensor(58.1016, device='cuda:0') (tensor(98.7154, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.363 (0.36172081915180343) | > loader_time: 0.0036 (0.0036211576354637574)  --> TIME: 2024-06-12 08:35:26 -- STEP: 114/330 -- GLOBAL_STEP: 395675 | > loss_disc: 2.272001266479492 (2.3536456718779437) | > loss_disc_real_0: 0.08360940963029861 (0.10962059616781118) | > loss_disc_real_1: 0.17666824162006378 (0.1957119781720011) | > loss_disc_real_2: 0.1772494614124298 (0.21053280955866763) | > loss_disc_real_3: 0.1968904733657837 (0.22910663956090024) | > loss_disc_real_4: 0.20719783008098602 (0.23231443135361923) | > loss_disc_real_5: 0.21705031394958496 (0.2242692315526176) | > loss_0: 2.272001266479492 (2.3536456718779437) | > grad_norm_0: tensor(4.5737, device='cuda:0') (tensor(9.3051, device='cuda:0')) | > loss_gen: 2.414750576019287 (2.478275181954367) | > loss_kl: 2.1250691413879395 (1.987180819636897) | > loss_feat: 7.269559383392334 (6.981900315535696) | > loss_mel: 17.764158248901367 (17.180064008947003) | > loss_duration: 1.9919283390045166 (1.9762449118128993) | > loss_1: 31.565465927124023 (30.603665117631877) | > grad_norm_1: tensor(42.9012, device='cuda:0') (tensor(96.4791, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.3863 (0.3650466559226053) | > loader_time: 0.0037 (0.0037360442312140215)  --> TIME: 2024-06-12 08:35:36 -- STEP: 139/330 -- GLOBAL_STEP: 395700 | > loss_disc: 2.3970441818237305 (2.365267897681366) | > loss_disc_real_0: 0.11774837970733643 (0.11149590237320756) | > loss_disc_real_1: 0.22691921889781952 (0.19653868568029337) | > loss_disc_real_2: 0.2164095789194107 (0.2118694484233856) | > loss_disc_real_3: 0.2286621481180191 (0.2296292424845181) | > loss_disc_real_4: 0.23196713626384735 (0.23248426444667705) | > loss_disc_real_5: 0.20976921916007996 (0.2239258249672197) | > loss_0: 2.3970441818237305 (2.365267897681366) | > grad_norm_0: tensor(6.6451, device='cuda:0') (tensor(9.3191, device='cuda:0')) | > loss_gen: 2.44998836517334 (2.473642628827541) | > loss_kl: 2.063467502593994 (1.9914528783276784) | > loss_feat: 6.764887809753418 (6.947124199901554) | > loss_mel: 16.211381912231445 (17.18389192073465) | > loss_duration: 2.043308734893799 (1.9832531093693466) | > loss_1: 29.533035278320312 (30.57936462567007) | > grad_norm_1: tensor(102.9279, device='cuda:0') (tensor(94.2548, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.3799 (0.3673254963305358) | > loader_time: 0.0043 (0.0038434721583085097)  --> TIME: 2024-06-12 08:35:46 -- STEP: 164/330 -- GLOBAL_STEP: 395725 | > loss_disc: 2.414482355117798 (2.3687910641111967) | > loss_disc_real_0: 0.13454031944274902 (0.11289398413060642) | > loss_disc_real_1: 0.21119877696037292 (0.19566383567161677) | > loss_disc_real_2: 0.24493925273418427 (0.21166569212587868) | > loss_disc_real_3: 0.20903265476226807 (0.22968128259952475) | > loss_disc_real_4: 0.21481934189796448 (0.23312759054143253) | > loss_disc_real_5: 0.20192097127437592 (0.22499295205968187) | > loss_0: 2.414482355117798 (2.3687910641111967) | > grad_norm_0: tensor(13.6518, device='cuda:0') (tensor(9.2605, device='cuda:0')) | > loss_gen: 2.3731579780578613 (2.4643950985699163) | > loss_kl: 1.9346593618392944 (1.999001896236001) | > loss_feat: 6.840520858764648 (6.921993648133626) | > loss_mel: 16.40998077392578 (17.14286694294069) | > loss_duration: 2.072251319885254 (1.988240601086035) | > loss_1: 29.630569458007812 (30.516498100466844) | > grad_norm_1: tensor(58.6888, device='cuda:0') (tensor(96.4157, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.3792 (0.36968672857051954) | > loader_time: 0.004 (0.003937802663663539)  --> TIME: 2024-06-12 08:35:56 -- STEP: 189/330 -- GLOBAL_STEP: 395750 | > loss_disc: 2.3884811401367188 (2.3724141650729704) | > loss_disc_real_0: 0.13078808784484863 (0.11382521933348722) | > loss_disc_real_1: 0.20595701038837433 (0.1958627940485717) | > loss_disc_real_2: 0.20531876385211945 (0.21190925770335728) | > loss_disc_real_3: 0.24636922776699066 (0.23011570317404612) | > loss_disc_real_4: 0.2282797396183014 (0.23369407551313834) | > loss_disc_real_5: 0.23662205040454865 (0.2253170968205841) | > loss_0: 2.3884811401367188 (2.3724141650729704) | > grad_norm_0: tensor(17.1155, device='cuda:0') (tensor(9.4652, device='cuda:0')) | > loss_gen: 2.3555963039398193 (2.460244953316986) | > loss_kl: 1.9983752965927124 (2.003609023396931) | > loss_feat: 6.102428913116455 (6.909277587971359) | > loss_mel: 16.373476028442383 (17.112449489573333) | > loss_duration: 2.072084426879883 (1.996772222418003) | > loss_1: 28.901962280273438 (30.482353200357426) | > grad_norm_1: tensor(166.4226, device='cuda:0') (tensor(102.0086, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.3943 (0.3727570715404692) | > loader_time: 0.0049 (0.0040536532326350145)  --> TIME: 2024-06-12 08:36:06 -- STEP: 214/330 -- GLOBAL_STEP: 395775 | > loss_disc: 2.319450616836548 (2.3725568769134067) | > loss_disc_real_0: 0.11457827687263489 (0.11512655691705018) | > loss_disc_real_1: 0.18364845216274261 (0.1952361418543575) | > loss_disc_real_2: 0.23302046954631805 (0.21206234653140896) | > loss_disc_real_3: 0.24505098164081573 (0.23006563174111822) | > loss_disc_real_4: 0.24309980869293213 (0.23363701922592717) | > loss_disc_real_5: 0.2118016481399536 (0.22459326204016947) | > loss_0: 2.319450616836548 (2.3725568769134067) | > grad_norm_0: tensor(14.0123, device='cuda:0') (tensor(10.5890, device='cuda:0')) | > loss_gen: 2.5726428031921387 (2.463525834484636) | > loss_kl: 1.9195457696914673 (2.0098827119185536) | > loss_feat: 6.4981818199157715 (6.909098085956039) | > loss_mel: 17.067974090576172 (17.089173508581712) | > loss_duration: 2.133148431777954 (2.005346340553784) | > loss_1: 30.19149398803711 (30.47702641353429) | > grad_norm_1: tensor(295.3774, device='cuda:0') (tensor(122.2422, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.4061 (0.3761778635399364) | > loader_time: 0.0049 (0.0041689839318533916)  --> TIME: 2024-06-12 08:36:17 -- STEP: 239/330 -- GLOBAL_STEP: 395800 | > loss_disc: 2.3467094898223877 (2.3721241601840197) | > loss_disc_real_0: 0.08959802985191345 (0.11599317058983208) | > loss_disc_real_1: 0.17563875019550323 (0.19587321392412466) | > loss_disc_real_2: 0.1979490965604782 (0.21181976452282783) | > loss_disc_real_3: 0.22510071098804474 (0.22979543130517505) | > loss_disc_real_4: 0.2521490752696991 (0.23310480531788272) | > loss_disc_real_5: 0.23815074563026428 (0.2238984589920882) | > loss_0: 2.3467094898223877 (2.3721241601840197) | > grad_norm_0: tensor(25.1203, device='cuda:0') (tensor(12.3409, device='cuda:0')) | > loss_gen: 2.6683571338653564 (2.4711904545708188) | > loss_kl: 1.9650439023971558 (2.0130890483137946) | > loss_feat: 7.150872230529785 (6.920298077571342) | > loss_mel: 16.72177505493164 (17.058190856518603) | > loss_duration: 2.0557432174682617 (2.014466540085223) | > loss_1: 30.56179428100586 (30.477234900247105) | > grad_norm_1: tensor(421.2061, device='cuda:0') (tensor(145.0369, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.4165 (0.3816176847433944) | > loader_time: 0.0055 (0.004299922967056849)  --> TIME: 2024-06-12 08:36:28 -- STEP: 264/330 -- GLOBAL_STEP: 395825 | > loss_disc: 2.3217742443084717 (2.3726671139399187) | > loss_disc_real_0: 0.11176905035972595 (0.11711332385400028) | > loss_disc_real_1: 0.23195382952690125 (0.19650893788220306) | > loss_disc_real_2: 0.20888692140579224 (0.21217427684953719) | > loss_disc_real_3: 0.20875301957130432 (0.22998915877983425) | > loss_disc_real_4: 0.23055152595043182 (0.23264370740137316) | > loss_disc_real_5: 0.161881685256958 (0.22259385759631795) | > loss_0: 2.3217742443084717 (2.3726671139399187) | > grad_norm_0: tensor(48.3522, device='cuda:0') (tensor(14.1789, device='cuda:0')) | > loss_gen: 2.4234135150909424 (2.476213053320394) | > loss_kl: 2.1336920261383057 (2.023719306696545) | > loss_feat: 7.155787467956543 (6.9440510525847925) | > loss_mel: 16.734195709228516 (17.019320766131084) | > loss_duration: 2.1556785106658936 (2.023230262778022) | > loss_1: 30.602766036987305 (30.486534349846117) | > grad_norm_1: tensor(584.0981, device='cuda:0') (tensor(172.4897, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.4423 (0.38646071246176056) | > loader_time: 0.0058 (0.004434331799998428)  --> TIME: 2024-06-12 08:36:40 -- STEP: 289/330 -- GLOBAL_STEP: 395850 | > loss_disc: 2.429853916168213 (2.373538907423974) | > loss_disc_real_0: 0.1543964296579361 (0.11768185298335593) | > loss_disc_real_1: 0.20263978838920593 (0.19684377400314113) | > loss_disc_real_2: 0.22008389234542847 (0.2120572646183951) | > loss_disc_real_3: 0.2454003244638443 (0.23003716235754812) | > loss_disc_real_4: 0.2555028796195984 (0.2329241569479444) | > loss_disc_real_5: 0.23646534979343414 (0.22251701076550467) | > loss_0: 2.429853916168213 (2.373538907423974) | > grad_norm_0: tensor(18.5860, device='cuda:0') (tensor(15.1365, device='cuda:0')) | > loss_gen: 2.4191229343414307 (2.475939872768099) | > loss_kl: 2.0711684226989746 (2.031140614545881) | > loss_feat: 5.726690292358398 (6.941566825325513) | > loss_mel: 15.259758949279785 (16.9663905767421) | > loss_duration: 2.169563055038452 (2.033553192772255) | > loss_1: 27.646303176879883 (30.448591027705316) | > grad_norm_1: tensor(71.7412, device='cuda:0') (tensor(193.9931, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.463 (0.39224611846633434) | > loader_time: 0.0061 (0.004602999835690825)  --> TIME: 2024-06-12 08:36:52 -- STEP: 314/330 -- GLOBAL_STEP: 395875 | > loss_disc: 2.3920605182647705 (2.375851092824509) | > loss_disc_real_0: 0.10485441982746124 (0.11904979494821494) | > loss_disc_real_1: 0.17982661724090576 (0.19711658629072706) | > loss_disc_real_2: 0.20741231739521027 (0.21204301425416) | > loss_disc_real_3: 0.2041257619857788 (0.2297918802234018) | > loss_disc_real_4: 0.2219083607196808 (0.23282371129199958) | > loss_disc_real_5: 0.22950422763824463 (0.22254855612850494) | > loss_0: 2.3920605182647705 (2.375851092824509) | > grad_norm_0: tensor(12.9608, device='cuda:0') (tensor(16.1294, device='cuda:0')) | > loss_gen: 2.474468469619751 (2.4733180141752698) | > loss_kl: 2.102306604385376 (2.0368317570655976) | > loss_feat: 7.229024887084961 (6.952454343722884) | > loss_mel: 17.71211051940918 (16.92073598181366) | > loss_duration: 2.2278459072113037 (2.0466676153195134) | > loss_1: 31.745756149291992 (30.430007679447247) | > grad_norm_1: tensor(212.0520, device='cuda:0') (tensor(209.3056, device='cuda:0')) | > current_lr_0: 0.0001780047231857004 | > current_lr_1: 0.0001780047231857004 | > step_time: 0.5102 (0.4001863868373214) | > loader_time: 0.0074 (0.004810428163807862)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.455505609512329 (2.455505609512329) | > loss_disc_real_0: 0.14552998542785645 (0.14552998542785645) | > loss_disc_real_1: 0.25106245279312134 (0.25106245279312134) | > loss_disc_real_2: 0.2776908278465271 (0.2776908278465271) | > loss_disc_real_3: 0.27072128653526306 (0.27072128653526306) | > loss_disc_real_4: 0.25812065601348877 (0.25812065601348877) | > loss_disc_real_5: 0.24805279076099396 (0.24805279076099396) | > loss_0: 2.455505609512329 (2.455505609512329) | > loss_gen: 2.6305782794952393 (2.6305782794952393) | > loss_kl: 2.7984871864318848 (2.7984871864318848) | > loss_feat: 6.817813873291016 (6.817813873291016) | > loss_mel: 17.16096305847168 (17.16096305847168) | > loss_duration: 3.035621166229248 (3.035621166229248) | > loss_1: 32.44346237182617 (32.44346237182617)  --> STEP: 1 | > loss_disc: 2.4026379585266113 (2.4026379585266113) | > loss_disc_real_0: 0.11333387345075607 (0.11333387345075607) | > loss_disc_real_1: 0.15861809253692627 (0.15861809253692627) | > loss_disc_real_2: 0.19838455319404602 (0.19838455319404602) | > loss_disc_real_3: 0.26593896746635437 (0.26593896746635437) | > loss_disc_real_4: 0.22933363914489746 (0.22933363914489746) | > loss_disc_real_5: 0.2386605143547058 (0.2386605143547058) | > loss_0: 2.4026379585266113 (2.4026379585266113) | > loss_gen: 2.264815092086792 (2.264815092086792) | > loss_kl: 3.426985740661621 (3.426985740661621) | > loss_feat: 4.955941200256348 (4.955941200256348) | > loss_mel: 16.173583984375 (16.173583984375) | > loss_duration: 2.4776015281677246 (2.4776015281677246) | > loss_1: 29.298927307128906 (29.298927307128906)  --> STEP: 2 | > loss_disc: 2.1994128227233887 (2.301025390625) | > loss_disc_real_0: 0.05611646920442581 (0.08472517132759094) | > loss_disc_real_1: 0.20709000527858734 (0.1828540489077568) | > loss_disc_real_2: 0.14916115999221802 (0.17377285659313202) | > loss_disc_real_3: 0.25623056292533875 (0.26108476519584656) | > loss_disc_real_4: 0.2087293565273285 (0.21903149783611298) | > loss_disc_real_5: 0.21641786396503448 (0.22753918915987015) | > loss_0: 2.1994128227233887 (2.301025390625) | > loss_gen: 2.503587484359741 (2.3842012882232666) | > loss_kl: 2.8863327503204346 (3.156659245491028) | > loss_feat: 6.771366119384766 (5.863653659820557) | > loss_mel: 18.207826614379883 (17.19070529937744) | > loss_duration: 2.479400634765625 (2.478501081466675) | > loss_1: 32.8485107421875 (31.073719024658203)  --> STEP: 3 | > loss_disc: 2.458974838256836 (2.353675206502279) | > loss_disc_real_0: 0.16959041357040405 (0.11301358540852864) | > loss_disc_real_1: 0.19734454154968262 (0.18768421312173209) | > loss_disc_real_2: 0.1882558912038803 (0.17860053479671478) | > loss_disc_real_3: 0.27241361141204834 (0.2648610472679138) | > loss_disc_real_4: 0.22188213467597961 (0.2199817101160685) | > loss_disc_real_5: 0.2805746793746948 (0.24521768589814505) | > loss_0: 2.458974838256836 (2.353675206502279) | > loss_gen: 2.3046836853027344 (2.3576954205830893) | > loss_kl: 3.124009847640991 (3.145776112874349) | > loss_feat: 5.538084506988525 (5.755130608876546) | > loss_mel: 18.278118133544922 (17.553176244099934) | > loss_duration: 2.367414951324463 (2.441472371419271) | > loss_1: 31.6123104095459 (31.253249486287434)  --> STEP: 4 | > loss_disc: 2.6805622577667236 (2.43539696931839) | > loss_disc_real_0: 0.22497022151947021 (0.14100274443626404) | > loss_disc_real_1: 0.16487178206443787 (0.18198110535740852) | > loss_disc_real_2: 0.21164962649345398 (0.18686280772089958) | > loss_disc_real_3: 0.2243032306432724 (0.25472159311175346) | > loss_disc_real_4: 0.21264827251434326 (0.2181483507156372) | > loss_disc_real_5: 0.22880113124847412 (0.2411135472357273) | > loss_0: 2.6805622577667236 (2.43539696931839) | > loss_gen: 2.006579637527466 (2.2699164748191833) | > loss_kl: 4.500746726989746 (3.4845187664031982) | > loss_feat: 5.445971488952637 (5.677840828895569) | > loss_mel: 16.393756866455078 (17.26332139968872) | > loss_duration: 2.423323631286621 (2.4369351863861084) | > loss_1: 30.77037811279297 (31.13253164291382)  --> STEP: 5 | > loss_disc: 2.395507574081421 (2.427419090270996) | > loss_disc_real_0: 0.19746634364128113 (0.15229546427726745) | > loss_disc_real_1: 0.16981136798858643 (0.17954715788364412) | > loss_disc_real_2: 0.13455669581890106 (0.17640158534049988) | > loss_disc_real_3: 0.1892329305410385 (0.24162386059761048) | > loss_disc_real_4: 0.15201914310455322 (0.20492250919342042) | > loss_disc_real_5: 0.16750775277614594 (0.22639238834381104) | > loss_0: 2.395507574081421 (2.427419090270996) | > loss_gen: 1.9982848167419434 (2.2155901432037353) | > loss_kl: 2.2980825901031494 (3.2472315311431883) | > loss_feat: 6.225541591644287 (5.787380981445312) | > loss_mel: 17.9494571685791 (17.4005485534668) | > loss_duration: 2.403726100921631 (2.4302933692932127) | > loss_1: 30.875093460083008 (31.081044006347657)  --> STEP: 6 | > loss_disc: 2.3514480590820312 (2.414757251739502) | > loss_disc_real_0: 0.14276325702667236 (0.15070676306883493) | > loss_disc_real_1: 0.20515532791614532 (0.18381518622239432) | > loss_disc_real_2: 0.20337027311325073 (0.18089636663595834) | > loss_disc_real_3: 0.21420207619667053 (0.23705356319745383) | > loss_disc_real_4: 0.21472394466400146 (0.20655608177185059) | > loss_disc_real_5: 0.1781175434589386 (0.21834658086299896) | > loss_0: 2.3514480590820312 (2.414757251739502) | > loss_gen: 2.4209342002868652 (2.2498141527175903) | > loss_kl: 3.5242667198181152 (3.2934040625890098) | > loss_feat: 7.004736423492432 (5.990273555119832) | > loss_mel: 18.461339950561523 (17.57734711964925) | > loss_duration: 2.2360024452209473 (2.397911548614502) | > loss_1: 33.647281646728516 (31.508750279744465)  --> STEP: 7 | > loss_disc: 2.3923110961914062 (2.411550658089774) | > loss_disc_real_0: 0.13055534660816193 (0.1478279892887388) | > loss_disc_real_1: 0.22186803817749023 (0.18925130793026515) | > loss_disc_real_2: 0.23671242594718933 (0.18887008939470565) | > loss_disc_real_3: 0.22516639530658722 (0.23535539635590144) | > loss_disc_real_4: 0.1986798793077469 (0.20543090999126434) | > loss_disc_real_5: 0.23262205719947815 (0.22038593462535314) | > loss_0: 2.3923110961914062 (2.411550658089774) | > loss_gen: 2.248243570327759 (2.2495897838047574) | > loss_kl: 4.821079254150391 (3.5116433756692067) | > loss_feat: 6.261825084686279 (6.029066630772182) | > loss_mel: 16.513940811157227 (17.425431932721818) | > loss_duration: 2.5446629524230957 (2.4188760348728726) | > loss_1: 32.38975143432617 (31.634607587541854)  --> STEP: 8 | > loss_disc: 2.4162373542785645 (2.412136495113373) | > loss_disc_real_0: 0.1444496065378189 (0.1474056914448738) | > loss_disc_real_1: 0.13636933267116547 (0.1826410610228777) | > loss_disc_real_2: 0.14416813850402832 (0.18328234553337097) | > loss_disc_real_3: 0.12789565324783325 (0.22192292846739292) | > loss_disc_real_4: 0.1826181709766388 (0.20257931761443615) | > loss_disc_real_5: 0.20634593069553375 (0.2186309341341257) | > loss_0: 2.4162373542785645 (2.412136495113373) | > loss_gen: 2.207824468612671 (2.2443691194057465) | > loss_kl: 3.0284271240234375 (3.4512413442134857) | > loss_feat: 10.036130905151367 (6.52994966506958) | > loss_mel: 19.643482208251953 (17.702688217163086) | > loss_duration: 2.306856632232666 (2.4048736095428467) | > loss_1: 37.222721099853516 (32.33312177658081)  --> STEP: 9 | > loss_disc: 2.5705575942993164 (2.4297388394673667) | > loss_disc_real_0: 0.15299725532531738 (0.14802697632047865) | > loss_disc_real_1: 0.19110220670700073 (0.1835811883211136) | > loss_disc_real_2: 0.23312486708164215 (0.18882040348317888) | > loss_disc_real_3: 0.2589588463306427 (0.22603803045219845) | > loss_disc_real_4: 0.2282867580652237 (0.20543569988674587) | > loss_disc_real_5: 0.27007511258125305 (0.2243469539615843) | > loss_0: 2.5705575942993164 (2.4297388394673667) | > loss_gen: 2.2712082862854004 (2.2473512490590415) | > loss_kl: 3.328557252883911 (3.4376097785101996) | > loss_feat: 6.908932685852051 (6.5720588896009655) | > loss_mel: 18.648990631103516 (17.807832929823135) | > loss_duration: 2.221442699432373 (2.3844923973083496) | > loss_1: 33.37913131713867 (32.44934505886502)  --> STEP: 10 | > loss_disc: 2.5657131671905518 (2.443336272239685) | > loss_disc_real_0: 0.2071656584739685 (0.15394084453582763) | > loss_disc_real_1: 0.2004062384366989 (0.18526369333267212) | > loss_disc_real_2: 0.2015588879585266 (0.19009425193071366) | > loss_disc_real_3: 0.2642647325992584 (0.22986070066690445) | > loss_disc_real_4: 0.2679150402545929 (0.21168363392353057) | > loss_disc_real_5: 0.27393367886543274 (0.22930562645196914) | > loss_0: 2.5657131671905518 (2.443336272239685) | > loss_gen: 2.2505736351013184 (2.247673487663269) | > loss_kl: 3.102273941040039 (3.4040761947631837) | > loss_feat: 4.416367530822754 (6.356489753723144) | > loss_mel: 14.132634162902832 (17.440313053131103) | > loss_duration: 2.4431819915771484 (2.3903613567352293) | > loss_1: 26.34503173828125 (31.83891372680664)  --> STEP: 11 | > loss_disc: 2.5761218070983887 (2.4554076844995674) | > loss_disc_real_0: 0.24499259889125824 (0.1622182767499577) | > loss_disc_real_1: 0.14208833873271942 (0.18133866109631278) | > loss_disc_real_2: 0.19425161182880402 (0.19047219373963095) | > loss_disc_real_3: 0.24746669828891754 (0.23146124590526929) | > loss_disc_real_4: 0.22406624257564545 (0.2128093256191774) | > loss_disc_real_5: 0.28494077920913696 (0.23436336761171167) | > loss_0: 2.5761218070983887 (2.4554076844995674) | > loss_gen: 2.2092859745025635 (2.2441837137395684) | > loss_kl: 3.7803783416748047 (3.438285480846058) | > loss_feat: 6.645029067993164 (6.382720600474965) | > loss_mel: 17.07147979736328 (17.40678275715221) | > loss_duration: 2.644594192504883 (2.413473432714289) | > loss_1: 32.35076904296875 (31.885446028275922)  --> STEP: 12 | > loss_disc: 2.5904011726379395 (2.4666571418444314) | > loss_disc_real_0: 0.1195681020617485 (0.15866409552594027) | > loss_disc_real_1: 0.20082052052021027 (0.18296214938163757) | > loss_disc_real_2: 0.27377286553382874 (0.19741391638914743) | > loss_disc_real_3: 0.26106026768684387 (0.23392783105373383) | > loss_disc_real_4: 0.21983134746551514 (0.2133944941063722) | > loss_disc_real_5: 0.25209879875183105 (0.23584132020672163) | > loss_0: 2.5904011726379395 (2.4666571418444314) | > loss_gen: 2.228100538253784 (2.242843449115753) | > loss_kl: 2.617516040802002 (3.3698880275090537) | > loss_feat: 6.212869644165039 (6.368566354115804) | > loss_mel: 16.920072555541992 (17.366223573684692) | > loss_duration: 2.240495204925537 (2.3990585803985596) | > loss_1: 30.219053268432617 (31.746579964955647)  --> STEP: 13 | > loss_disc: 2.3909969329833984 (2.4608371257781982) | > loss_disc_real_0: 0.11567150056362152 (0.15535697283653113) | > loss_disc_real_1: 0.2747374176979065 (0.19002178540596595) | > loss_disc_real_2: 0.15165959298610687 (0.19389435305045202) | > loss_disc_real_3: 0.21859465539455414 (0.2327483560030277) | > loss_disc_real_4: 0.18528352677822113 (0.21123211200420672) | > loss_disc_real_5: 0.17800427973270416 (0.23139231709333566) | > loss_0: 2.3909969329833984 (2.4608371257781982) | > loss_gen: 2.205739736557007 (2.239989317380465) | > loss_kl: 3.917466163635254 (3.4120094225956845) | > loss_feat: 7.466068744659424 (6.452989614926851) | > loss_mel: 16.91621971130371 (17.331607891963078) | > loss_duration: 2.365391254425049 (2.396468786092905) | > loss_1: 32.870887756347656 (31.83306517967811)  --> STEP: 14 | > loss_disc: 2.5079030990600586 (2.464198981012617) | > loss_disc_real_0: 0.13374945521354675 (0.15381357872060367) | > loss_disc_real_1: 0.14733481407165527 (0.18697271602494375) | > loss_disc_real_2: 0.2305014431476593 (0.19650914520025253) | > loss_disc_real_3: 0.2498759776353836 (0.23397175754819596) | > loss_disc_real_4: 0.2489456832408905 (0.21392593852111272) | > loss_disc_real_5: 0.2892104983329773 (0.2355221871818815) | > loss_0: 2.5079030990600586 (2.464198981012617) | > loss_gen: 2.2465901374816895 (2.2404608045305525) | > loss_kl: 3.991262435913086 (3.4533846378326416) | > loss_feat: 5.961267948150635 (6.41786663872855) | > loss_mel: 18.03390121459961 (17.38177170072283) | > loss_duration: 2.4046895503997803 (2.397055983543396) | > loss_1: 32.63771057128906 (31.890539850507462)  --> STEP: 15 | > loss_disc: 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loss_disc_real_2: 0.24625034630298615 (0.202820242382586) | > loss_disc_real_3: 0.23945993185043335 (0.23327268101274967) | > loss_disc_real_4: 0.20380958914756775 (0.2136081252247095) | > loss_disc_real_5: 0.19954241812229156 (0.23558388743549585) | > loss_0: 2.6372663974761963 (2.4841501116752625) | > loss_gen: 2.036742925643921 (2.2328771501779556) | > loss_kl: 3.0281031131744385 (3.4314092248678207) | > loss_feat: 5.9519124031066895 (6.387973070144653) | > loss_mel: 15.303153038024902 (17.20822811126709) | > loss_duration: 2.436152935028076 (2.404012009501457) | > loss_1: 28.756065368652344 (31.664499640464783)  --> STEP: 17 | > loss_disc: 2.5283279418945312 (2.4867488075705135) | > loss_disc_real_0: 0.17746567726135254 (0.16215790501412222) | > loss_disc_real_1: 0.19160085916519165 (0.18587618627968958) | > loss_disc_real_2: 0.26191720366477966 (0.20629653422271504) | > loss_disc_real_3: 0.24091961979866028 (0.23372250094133265) | > loss_disc_real_4: 0.20524565875530243 (0.21311621543239145) | > loss_disc_real_5: 0.24961113929748535 (0.2364090198979658) | > loss_0: 2.5283279418945312 (2.4867488075705135) | > loss_gen: 2.2194125652313232 (2.23208511576933) | > loss_kl: 2.9354097843170166 (3.4022327871883618) | > loss_feat: 6.598268508911133 (6.400343390072093) | > loss_mel: 16.803913116455078 (17.18444487627815) | > loss_duration: 2.4606146812438965 (2.407341578427483) | > loss_1: 31.01761817932129 (31.626447789809284)  --> STEP: 18 | > loss_disc: 2.1827540397644043 (2.469860209359063) | > loss_disc_real_0: 0.08935220539569855 (0.1581131439242098) | > loss_disc_real_1: 0.13216759264469147 (0.18289237552218968) | > loss_disc_real_2: 0.19941651821136475 (0.20591431111097336) | > loss_disc_real_3: 0.21459801495075226 (0.23266002949741152) | > loss_disc_real_4: 0.1925962120294571 (0.21197621524333954) | > loss_disc_real_5: 0.21435128152370453 (0.23518358998828465) | > loss_0: 2.1827540397644043 (2.469860209359063) | > loss_gen: 2.427553653717041 (2.2429444789886475) | > loss_kl: 2.8145625591278076 (3.3695844411849976) | > loss_feat: 9.889235496520996 (6.594170729319255) | > loss_mel: 19.102766036987305 (17.29101827409532) | > loss_duration: 2.2623372077941895 (2.3992857800589666) | > loss_1: 36.496456146240234 (31.897003809611004)  --> STEP: 19 | > loss_disc: 2.590848445892334 (2.476228011281867) | > loss_disc_real_0: 0.1824379563331604 (0.15939339720889142) | > loss_disc_real_1: 0.23123474419116974 (0.18543671071529388) | > loss_disc_real_2: 0.17460592091083527 (0.20426650110043978) | > loss_disc_real_3: 0.28424981236457825 (0.2353752812272624) | > loss_disc_real_4: 0.27823516726493835 (0.2154635285076342) | > loss_disc_real_5: 0.2821978032588959 (0.23765802226568522) | > loss_0: 2.590848445892334 (2.476228011281867) | > loss_gen: 2.244049549102783 (2.243002640573602) | > loss_kl: 2.562814712524414 (3.327122876518651) | > loss_feat: 4.7508864402771 (6.497155766738088) | > loss_mel: 15.140704154968262 (17.177843846772845) | > loss_duration: 2.376105308532715 (2.3980657552417957) | > loss_1: 27.07455825805664 (31.643190885844984)  --> STEP: 20 | > loss_disc: 2.4415512084960938 (2.4744941711425783) | > loss_disc_real_0: 0.2162107676267624 (0.16223426572978497) | > loss_disc_real_1: 0.17573300004005432 (0.1849515251815319) | > loss_disc_real_2: 0.22309869527816772 (0.20520811080932616) | > loss_disc_real_3: 0.20630617439746857 (0.2339218258857727) | > loss_disc_real_4: 0.2333788275718689 (0.21635929346084595) | > loss_disc_real_5: 0.3144291043281555 (0.24149657636880875) | > loss_0: 2.4415512084960938 (2.4744941711425783) | > loss_gen: 2.4377708435058594 (2.252741050720215) | > loss_kl: 2.346756935119629 (3.2781045794487) | > loss_feat: 6.113369941711426 (6.477966475486755) | > loss_mel: 16.70813751220703 (17.154358530044554) | > loss_duration: 2.307086944580078 (2.39351681470871) | > loss_1: 29.913122177124023 (31.556687450408937)  --> STEP: 21 | > loss_disc: 2.436166524887085 (2.4726690451304116) | > loss_disc_real_0: 0.12462151050567627 (0.16044318214768455) | > loss_disc_real_1: 0.24609322845935822 (0.18786303486142839) | > loss_disc_real_2: 0.17691360414028168 (0.20386075334889547) | > loss_disc_real_3: 0.22065027058124542 (0.2332898470617476) | > loss_disc_real_4: 0.21987156569957733 (0.21652654451983316) | > loss_disc_real_5: 0.25648441910743713 (0.24221028316588628) | > loss_0: 2.436166524887085 (2.4726690451304116) | > loss_gen: 2.21185302734375 (2.250794001988002) | > loss_kl: 2.4015438556671143 (3.2363635926019576) | > loss_feat: 4.790844440460205 (6.397627330961681) | > loss_mel: 13.583696365356445 (16.984326998392742) | > loss_duration: 2.1566827297210693 (2.3822390011378696) | > loss_1: 25.144620895385742 (31.251350947788783)  --> STEP: 22 | > loss_disc: 2.2065651416778564 (2.4605734131552954) | > loss_disc_real_0: 0.08414548635482788 (0.15697510506619106) | > loss_disc_real_1: 0.14718183875083923 (0.18601388958367435) | > loss_disc_real_2: 0.13652874529361725 (0.20080020752820102) | > loss_disc_real_3: 0.2331218421459198 (0.23328221047466452) | > loss_disc_real_4: 0.18859511613845825 (0.21525693413886157) | > loss_disc_real_5: 0.25593918561935425 (0.24283432418649847) | > loss_0: 2.2065651416778564 (2.4605734131552954) | > loss_gen: 2.3415844440460205 (2.2549208402633667) | > loss_kl: 2.5779271125793457 (3.206434661691839) | > loss_feat: 7.516548156738281 (6.4484873684969815) | > loss_mel: 17.68089485168457 (17.01598917354237) | > loss_duration: 2.216010570526123 (2.3746831633827905) | > loss_1: 32.33296585083008 (31.300515261563387)  --> STEP: 23 | > loss_disc: 2.3818421363830566 (2.457150314165198) | > loss_disc_real_0: 0.15948700904846191 (0.15708431828281152) | > loss_disc_real_1: 0.1509096622467041 (0.18448761882989304) | > loss_disc_real_2: 0.2196139246225357 (0.2016181952279547) | > loss_disc_real_3: 0.21906772255897522 (0.2326641892609389) | > loss_disc_real_4: 0.21577930450439453 (0.21527964589388474) | > loss_disc_real_5: 0.2787751257419586 (0.24439696773238803) | > loss_0: 2.3818421363830566 (2.457150314165198) | > loss_gen: 2.4144115447998047 (2.2618552187214727) | > loss_kl: 2.974848985671997 (3.196365719256194) | > loss_feat: 7.18950891494751 (6.480705696603526) | > loss_mel: 16.49374771118164 (16.993283023004945) | > loss_duration: 2.338726282119751 (2.37311982071918) | > loss_1: 31.411243438720703 (31.305329530135445)  --> STEP: 24 | > loss_disc: 2.2605926990509033 (2.4489604135354353) | > loss_disc_real_0: 0.10204541683197021 (0.1547910307223598) | > loss_disc_real_1: 0.153133362531662 (0.1831811914841334) | > loss_disc_real_2: 0.1462508738040924 (0.19931122350196043) | > loss_disc_real_3: 0.22946707904338837 (0.2325309763352076) | > loss_disc_real_4: 0.17814382910728455 (0.21373232019444308) | > loss_disc_real_5: 0.24947424232959747 (0.2446085208406051) | > loss_0: 2.2605926990509033 (2.4489604135354353) | > loss_gen: 2.2668490409851074 (2.262063294649124) | > loss_kl: 2.457831621170044 (3.165593465169271) | > loss_feat: 7.5273332595825195 (6.524315178394318) | > loss_mel: 18.195343017578125 (17.043368856112163) | > loss_duration: 2.4205105304718018 (2.3750944336255393) | > loss_1: 32.86786651611328 (31.37043523788452)  --> STEP: 25 | > loss_disc: 2.4250993728637695 (2.448005971908569) | > loss_disc_real_0: 0.23972034454345703 (0.1581882032752037) | > loss_disc_real_1: 0.17184634506702423 (0.18272779762744903) | > loss_disc_real_2: 0.19388233125209808 (0.19909406781196595) | > loss_disc_real_3: 0.25128647685050964 (0.2332811963558197) | > loss_disc_real_4: 0.22010590136051178 (0.21398726344108582) | > loss_disc_real_5: 0.225265771150589 (0.24383481085300446) | > loss_0: 2.4250993728637695 (2.448005971908569) | > loss_gen: 2.3183207511901855 (2.2643135929107667) | > loss_kl: 2.8890068531036377 (3.1545300006866457) | > loss_feat: 5.494408130645752 (6.483118896484375) | > loss_mel: 14.53043270111084 (16.94285140991211) | > loss_duration: 2.428947925567627 (2.3772485733032225) | > loss_1: 27.661117553710938 (31.22206253051758)  --> STEP: 26 | > loss_disc: 2.500596046447754 (2.4500286670831533) | > loss_disc_real_0: 0.11295425891876221 (0.15644843618457133) | > loss_disc_real_1: 0.05592801794409752 (0.1778508830242432) | > loss_disc_real_2: 0.1339237093925476 (0.19658751556506524) | > loss_disc_real_3: 0.19294574856758118 (0.231729832979349) | > loss_disc_real_4: 0.14028321206569672 (0.21115249223434007) | > loss_disc_real_5: 0.32137107849121094 (0.24681697499293548) | > loss_0: 2.500596046447754 (2.4500286670831533) | > loss_gen: 2.261770248413086 (2.2642157719685483) | > loss_kl: 2.179652690887451 (3.1170347195405226) | > loss_feat: 16.7012939453125 (6.876125629131611) | > loss_mel: 22.121421813964844 (17.14202719468337) | > loss_duration: 2.2866368293762207 (2.373763506229107) | > loss_1: 45.55077362060547 (31.773166803213265) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025357924974881685 (-0.00010588535895714396) | > avg_loss_disc: 2.4500286670831533 (-0.026082231448246507) | > avg_loss_disc_real_0: 0.15644843618457133 (+0.03566585466838798) | > avg_loss_disc_real_1: 0.1778508830242432 (+0.024012624214474948) | > avg_loss_disc_real_2: 0.19658751556506524 (-0.050197898768461674) | > avg_loss_disc_real_3: 0.231729832979349 (+0.0008947892257800405) | > avg_loss_disc_real_4: 0.21115249223434007 (-0.0162513367831707) | > avg_loss_disc_real_5: 0.24681697499293548 (+0.025992285173672913) | > avg_loss_0: 2.4500286670831533 (-0.026082231448246507) | > avg_loss_gen: 2.2642157719685483 (+0.12482633040501545) | > avg_loss_kl: 3.1170347195405226 (-0.11299731181218098) | > avg_loss_feat: 6.876125629131611 (+0.25112900367149926) | > avg_loss_mel: 17.14202719468337 (+0.13363893215473155) | > avg_loss_duration: 2.373763506229107 (-0.004794680155240982) | > avg_loss_1: 31.773166803213265 (+0.39180227426382075)  > EPOCH: 933/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:37:21)   --> TIME: 2024-06-12 08:37:25 -- STEP: 9/330 -- GLOBAL_STEP: 395900 | > loss_disc: 2.391603708267212 (2.2551104757520886) | > loss_disc_real_0: 0.1340656578540802 (0.10163864162233141) | > loss_disc_real_1: 0.24039684236049652 (0.1875121162997352) | > loss_disc_real_2: 0.22170351445674896 (0.2042494300338957) | > loss_disc_real_3: 0.25748690962791443 (0.22243801256020865) | > loss_disc_real_4: 0.24812230467796326 (0.22841610842280918) | > loss_disc_real_5: 0.2421642243862152 (0.22091459731260935) | > loss_0: 2.391603708267212 (2.2551104757520886) | > grad_norm_0: tensor(10.7189, device='cuda:0') (tensor(8.2258, device='cuda:0')) | > loss_gen: 2.4813220500946045 (2.567354440689087) | > loss_kl: 1.7761672735214233 (1.969268838564555) | > loss_feat: 6.723824977874756 (6.86554659737481) | > loss_mel: 17.17610740661621 (17.24760839674208) | > loss_duration: 2.0413966178894043 (2.087901883655124) | > loss_1: 30.19881820678711 (30.737680011325413) | > grad_norm_1: tensor(123.0607, device='cuda:0') (tensor(86.8245, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3449 (0.37135012944539386) | > loader_time: 0.0029 (0.003262758255004883)  --> TIME: 2024-06-12 08:37:35 -- STEP: 34/330 -- GLOBAL_STEP: 395925 | > loss_disc: 2.3121469020843506 (2.3209048719967114) | > loss_disc_real_0: 0.09467808157205582 (0.10388531535863876) | > loss_disc_real_1: 0.19884775578975677 (0.192677423796233) | > loss_disc_real_2: 0.21915534138679504 (0.20781293292255962) | > loss_disc_real_3: 0.26240020990371704 (0.22921841635423548) | > loss_disc_real_4: 0.2522190809249878 (0.2282625195734641) | > loss_disc_real_5: 0.21928119659423828 (0.22015275543226914) | > loss_0: 2.3121469020843506 (2.3209048719967114) | > grad_norm_0: tensor(5.6187, device='cuda:0') (tensor(7.7873, device='cuda:0')) | > loss_gen: 2.5005998611450195 (2.517190926215228) | > loss_kl: 2.1618332862854004 (1.9955155043041004) | > loss_feat: 6.991408348083496 (6.903258113300099) | > loss_mel: 17.048015594482422 (17.21279346241671) | > loss_duration: 2.0271852016448975 (1.9943764139624203) | > loss_1: 30.72904396057129 (30.62313438864315) | > grad_norm_1: tensor(123.1818, device='cuda:0') (tensor(81.6690, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3583 (0.3637268893858966) | > loader_time: 0.0031 (0.0033129103043500114)  --> TIME: 2024-06-12 08:37:44 -- STEP: 59/330 -- GLOBAL_STEP: 395950 | > loss_disc: 2.456078290939331 (2.332316794637906) | > loss_disc_real_0: 0.1123848706483841 (0.10711507297168343) | > loss_disc_real_1: 0.20099404454231262 (0.19348062473838612) | > loss_disc_real_2: 0.22018128633499146 (0.20900060110172983) | > loss_disc_real_3: 0.22841042280197144 (0.22788704653917732) | > loss_disc_real_4: 0.25639182329177856 (0.23087036306575193) | > loss_disc_real_5: 0.24004191160202026 (0.22039373825162145) | > loss_0: 2.456078290939331 (2.332316794637906) | > grad_norm_0: tensor(7.2948, device='cuda:0') (tensor(8.0250, device='cuda:0')) | > loss_gen: 2.446695327758789 (2.506938441325042) | > loss_kl: 1.981332778930664 (2.0084230172432074) | > loss_feat: 6.856596946716309 (6.948930546388787) | > loss_mel: 16.494131088256836 (17.258026446326305) | > loss_duration: 1.9441250562667847 (1.978230389498048) | > loss_1: 29.722881317138672 (30.70054881855593) | > grad_norm_1: tensor(66.3306, device='cuda:0') (tensor(81.5429, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3611 (0.36351384146738863) | > loader_time: 0.0035 (0.0034255819805597853)  --> TIME: 2024-06-12 08:37:53 -- STEP: 84/330 -- GLOBAL_STEP: 395975 | > loss_disc: 2.3751776218414307 (2.343740031832741) | > loss_disc_real_0: 0.1424558162689209 (0.10901551684808164) | > loss_disc_real_1: 0.1896207183599472 (0.1943888087712584) | > loss_disc_real_2: 0.21582286059856415 (0.2109747472263518) | > loss_disc_real_3: 0.2426225244998932 (0.2284712949324222) | > loss_disc_real_4: 0.24849693477153778 (0.231003111494439) | > loss_disc_real_5: 0.22636283934116364 (0.2203565328603699) | > loss_0: 2.3751776218414307 (2.343740031832741) | > grad_norm_0: tensor(8.3135, device='cuda:0') (tensor(8.2586, device='cuda:0')) | > loss_gen: 2.384005308151245 (2.49597385099956) | > loss_kl: 2.0573513507843018 (2.0162914352757584) | > loss_feat: 6.511276721954346 (6.967765972727821) | > loss_mel: 17.2783203125 (17.18892448289054) | > loss_duration: 2.063018321990967 (1.9739790047918047) | > loss_1: 30.29397201538086 (30.64293466295515) | > grad_norm_1: tensor(84.7559, device='cuda:0') (tensor(96.3877, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3665 (0.3646529629116966) | > loader_time: 0.0041 (0.003527936481294178)  --> TIME: 2024-06-12 08:38:03 -- STEP: 109/330 -- GLOBAL_STEP: 396000 | > loss_disc: 2.358564615249634 (2.350100431967219) | > loss_disc_real_0: 0.1323145627975464 (0.11091049398304126) | > loss_disc_real_1: 0.16950683295726776 (0.19461678870774196) | > loss_disc_real_2: 0.2069442868232727 (0.21055927558229603) | > loss_disc_real_3: 0.2606637179851532 (0.22908658937576715) | > loss_disc_real_4: 0.24891002476215363 (0.23148072394756003) | > loss_disc_real_5: 0.24664326012134552 (0.22117896979555077) | > loss_0: 2.358564615249634 (2.350100431967219) | > grad_norm_0: tensor(7.3943, device='cuda:0') (tensor(8.5354, device='cuda:0')) | > loss_gen: 2.5996642112731934 (2.489895630320278) | > loss_kl: 2.06855845451355 (2.01212011892861) | > loss_feat: 6.8252668380737305 (6.95913432497497) | > loss_mel: 17.806814193725586 (17.19100098216206) | > loss_duration: 1.9349486827850342 (1.9773433492818009) | > loss_1: 31.235252380371094 (30.629494378326136) | > grad_norm_1: tensor(95.6166, device='cuda:0') (tensor(95.2279, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3687 (0.36612473934068585) | > loader_time: 0.0044 (0.0036417912999424365) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_396000.pth  --> TIME: 2024-06-12 08:38:17 -- STEP: 134/330 -- GLOBAL_STEP: 396025 | > loss_disc: 2.20666241645813 (2.353080922098302) | > loss_disc_real_0: 0.07940974086523056 (0.11123429299957717) | > loss_disc_real_1: 0.1500445157289505 (0.19535159897893228) | > loss_disc_real_2: 0.1825639009475708 (0.2104087033823355) | > loss_disc_real_3: 0.20708170533180237 (0.2282598318893518) | > loss_disc_real_4: 0.21475432813167572 (0.23106577325223096) | > loss_disc_real_5: 0.20553570985794067 (0.2215936239530791) | > loss_0: 2.20666241645813 (2.353080922098302) | > grad_norm_0: tensor(10.3740, device='cuda:0') (tensor(8.6014, device='cuda:0')) | > loss_gen: 2.6564130783081055 (2.4860147451286885) | > loss_kl: 2.100642204284668 (2.0160183079207097) | > loss_feat: 7.762745380401611 (6.974005727625605) | > loss_mel: 17.948909759521484 (17.239894738837858) | > loss_duration: 2.016721248626709 (1.9825452824137104) | > loss_1: 32.48543167114258 (30.69847878413414) | > grad_norm_1: tensor(89.2434, device='cuda:0') (tensor(99.6352, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3804 (0.36843187239632674) | > loader_time: 0.0037 (0.0036976586526899194)  --> TIME: 2024-06-12 08:38:27 -- STEP: 159/330 -- GLOBAL_STEP: 396050 | > loss_disc: 2.4323437213897705 (2.3626853520015496) | > loss_disc_real_0: 0.17369109392166138 (0.11380374319148513) | > loss_disc_real_1: 0.2075473666191101 (0.19584381093019218) | > loss_disc_real_2: 0.22051312029361725 (0.21116249759991965) | > loss_disc_real_3: 0.22723384201526642 (0.22962175946940416) | > loss_disc_real_4: 0.2339276522397995 (0.23154096474062721) | > loss_disc_real_5: 0.17367549240589142 (0.2227170653875519) | > loss_0: 2.4323437213897705 (2.3626853520015496) | > grad_norm_0: tensor(10.9686, device='cuda:0') (tensor(9.0386, device='cuda:0')) | > loss_gen: 2.403082847595215 (2.4791025770535255) | > loss_kl: 2.1513781547546387 (2.015582770671483) | > loss_feat: 6.535087585449219 (6.949021447379634) | > loss_mel: 16.632122039794922 (17.213571608441434) | > loss_duration: 2.0120201110839844 (1.986862762919012) | > loss_1: 29.733692169189453 (30.644141179210735) | > grad_norm_1: tensor(81.4837, device='cuda:0') (tensor(100.2059, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.381 (0.37004342319080646) | > loader_time: 0.0046 (0.0038130988115034764)  --> TIME: 2024-06-12 08:38:37 -- STEP: 184/330 -- GLOBAL_STEP: 396075 | > loss_disc: 2.3709299564361572 (2.3634423289609985) | > loss_disc_real_0: 0.09824402630329132 (0.11505961001081311) | > loss_disc_real_1: 0.18880365788936615 (0.1958034556035115) | > loss_disc_real_2: 0.25781306624412537 (0.21060679674796437) | > loss_disc_real_3: 0.2308514267206192 (0.22923866213987704) | > loss_disc_real_4: 0.2371128499507904 (0.23157942772883436) | > loss_disc_real_5: 0.24115170538425446 (0.22278300081582172) | > loss_0: 2.3709299564361572 (2.3634423289609985) | > grad_norm_0: tensor(7.5673, device='cuda:0') (tensor(9.5982, device='cuda:0')) | > loss_gen: 2.4318056106567383 (2.4729130047818892) | > loss_kl: 2.0131967067718506 (2.016402784249056) | > loss_feat: 6.653214931488037 (6.954377726368282) | > loss_mel: 16.93521499633789 (17.16344919412033) | > loss_duration: 2.022610664367676 (1.9943823963403702) | > loss_1: 30.056041717529297 (30.60152506828308) | > grad_norm_1: tensor(144.5907, device='cuda:0') (tensor(104.1542, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.4116 (0.3729927371377529) | > loader_time: 0.0044 (0.003915668829627658)  --> TIME: 2024-06-12 08:38:47 -- STEP: 209/330 -- GLOBAL_STEP: 396100 | > loss_disc: 2.2125768661499023 (2.3663005691966363) | > loss_disc_real_0: 0.13766449689865112 (0.11626126018294877) | > loss_disc_real_1: 0.16627009212970734 (0.19545664805829818) | > loss_disc_real_2: 0.18729962408542633 (0.21058820494624417) | > loss_disc_real_3: 0.2126130312681198 (0.22949726309217333) | > loss_disc_real_4: 0.20492812991142273 (0.23220710192570845) | > loss_disc_real_5: 0.1821679025888443 (0.22280336403105247) | > loss_0: 2.2125768661499023 (2.3663005691966363) | > grad_norm_0: tensor(26.4452, device='cuda:0') (tensor(10.6041, device='cuda:0')) | > loss_gen: 2.7529335021972656 (2.4705795089593927) | > loss_kl: 1.99143385887146 (2.0189786407936112) | > loss_feat: 7.689299583435059 (6.959646843266829) | > loss_mel: 17.243017196655273 (17.135733891902365) | > loss_duration: 2.0902843475341797 (2.002875560208371) | > loss_1: 31.766969680786133 (30.587814440567527) | > grad_norm_1: tensor(379.8186, device='cuda:0') (tensor(119.6318, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.3974 (0.37570153469103934) | > loader_time: 0.0046 (0.004045590259241713)  --> TIME: 2024-06-12 08:38:57 -- STEP: 234/330 -- GLOBAL_STEP: 396125 | > loss_disc: 2.25590181350708 (2.368589570379664) | > loss_disc_real_0: 0.10996896773576736 (0.1178844920399352) | > loss_disc_real_1: 0.1994803249835968 (0.1962955704866312) | > loss_disc_real_2: 0.22917883098125458 (0.21117053913255024) | > loss_disc_real_3: 0.22739215195178986 (0.2301452494202516) | > loss_disc_real_4: 0.218755841255188 (0.23207505696859115) | > loss_disc_real_5: 0.16784705221652985 (0.22179379836361632) | > loss_0: 2.25590181350708 (2.368589570379664) | > grad_norm_0: tensor(22.7738, device='cuda:0') (tensor(12.2502, device='cuda:0')) | > loss_gen: 2.64495849609375 (2.4747134640685524) | > loss_kl: 2.031681537628174 (2.0214493993001086) | > loss_feat: 6.899803638458252 (6.95440310290736) | > loss_mel: 16.56018829345703 (17.09186031471971) | > loss_duration: 2.0762221813201904 (2.0122706487647495) | > loss_1: 30.212852478027344 (30.554696938930412) | > grad_norm_1: tensor(418.9750, device='cuda:0') (tensor(139.9635, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.4235 (0.3786714555870772) | > loader_time: 0.0067 (0.004183300539978545)  --> TIME: 2024-06-12 08:39:08 -- STEP: 259/330 -- GLOBAL_STEP: 396150 | > loss_disc: 2.4757566452026367 (2.3704078335559498) | > loss_disc_real_0: 0.15669143199920654 (0.11921211147975737) | > loss_disc_real_1: 0.2220812439918518 (0.19664377209992948) | > loss_disc_real_2: 0.1823829710483551 (0.21082091970103128) | > loss_disc_real_3: 0.2325678914785385 (0.23010627965669375) | > loss_disc_real_4: 0.24577941000461578 (0.23242965219794093) | > loss_disc_real_5: 0.23288170993328094 (0.22140217385466954) | > loss_0: 2.4757566452026367 (2.3704078335559498) | > grad_norm_0: tensor(32.2559, device='cuda:0') (tensor(14.0854, device='cuda:0')) | > loss_gen: 2.352205753326416 (2.476661463041564) | > loss_kl: 2.1299777030944824 (2.0266364785234883) | > loss_feat: 6.918983459472656 (6.958691657740177) | > loss_mel: 16.673751831054688 (17.055989847220058) | > loss_duration: 2.1384007930755615 (2.0212076948416278) | > loss_1: 30.213319778442383 (30.539187140446373) | > grad_norm_1: tensor(465.3227, device='cuda:0') (tensor(165.8111, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.4139 (0.3824317225157983) | > loader_time: 0.0056 (0.004314442859193069)  --> TIME: 2024-06-12 08:39:20 -- STEP: 284/330 -- GLOBAL_STEP: 396175 | > loss_disc: 2.4104981422424316 (2.373621145604361) | > loss_disc_real_0: 0.11133615672588348 (0.11993194384579088) | > loss_disc_real_1: 0.2260201871395111 (0.19741748373063517) | > loss_disc_real_2: 0.2606331408023834 (0.2115076648097643) | > loss_disc_real_3: 0.20553822815418243 (0.22982989797289943) | > loss_disc_real_4: 0.22932544350624084 (0.23225433447621238) | > loss_disc_real_5: 0.218121737241745 (0.22155968860631256) | > loss_0: 2.4104981422424316 (2.373621145604361) | > grad_norm_0: tensor(40.9149, device='cuda:0') (tensor(14.8950, device='cuda:0')) | > loss_gen: 2.4124178886413574 (2.473554318219844) | > loss_kl: 2.0787291526794434 (2.0309942226174837) | > loss_feat: 6.753913402557373 (6.970038217557987) | > loss_mel: 16.576452255249023 (17.0276227165276) | > loss_duration: 2.1516199111938477 (2.031435784739508) | > loss_1: 29.973133087158203 (30.53364523363785) | > grad_norm_1: tensor(511.6882, device='cuda:0') (tensor(182.4085, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.452 (0.38835011821397586) | > loader_time: 0.0069 (0.004490778479777588)  --> TIME: 2024-06-12 08:39:32 -- STEP: 309/330 -- GLOBAL_STEP: 396200 | > loss_disc: 2.6783790588378906 (2.3755846239602296) | > loss_disc_real_0: 0.2531297206878662 (0.12127773999010474) | > loss_disc_real_1: 0.22098538279533386 (0.1973590186305802) | > loss_disc_real_2: 0.2343069612979889 (0.21171383742954353) | > loss_disc_real_3: 0.2554745674133301 (0.22978029783489634) | > loss_disc_real_4: 0.2739083468914032 (0.23273738418196396) | > loss_disc_real_5: 0.246052548289299 (0.22143493510758602) | > loss_0: 2.6783790588378906 (2.3755846239602296) | > grad_norm_0: tensor(52.6126, device='cuda:0') (tensor(16.3470, device='cuda:0')) | > loss_gen: 2.396899700164795 (2.474052785669716) | > loss_kl: 2.038241147994995 (2.036391129771483) | > loss_feat: 6.320108890533447 (6.975287270777434) | > loss_mel: 15.526354789733887 (16.968363721779642) | > loss_duration: 2.2157154083251953 (2.0439268690096912) | > loss_1: 28.4973201751709 (30.498021739972064) | > grad_norm_1: tensor(178.0465, device='cuda:0') (tensor(203.5573, device='cuda:0')) | > current_lr_0: 0.00017798247259530217 | > current_lr_1: 0.00017798247259530217 | > step_time: 0.5157 (0.3964983375327101) | > loader_time: 0.0069 (0.004699064304141932)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4478158950805664 (2.4478158950805664) | > loss_disc_real_0: 0.05327220261096954 (0.05327220261096954) | > loss_disc_real_1: 0.2622819244861603 (0.2622819244861603) | > loss_disc_real_2: 0.2737368643283844 (0.2737368643283844) | > loss_disc_real_3: 0.2727862000465393 (0.2727862000465393) | > loss_disc_real_4: 0.24562492966651917 (0.24562492966651917) | > loss_disc_real_5: 0.2486065924167633 (0.2486065924167633) | > loss_0: 2.4478158950805664 (2.4478158950805664) | > loss_gen: 2.3237595558166504 (2.3237595558166504) | > loss_kl: 2.553424835205078 (2.553424835205078) | > loss_feat: 6.3531880378723145 (6.3531880378723145) | > loss_mel: 16.48910903930664 (16.48910903930664) | > loss_duration: 3.2597084045410156 (3.2597084045410156) | > loss_1: 30.979188919067383 (30.979188919067383)  --> STEP: 1 | > loss_disc: 2.2586264610290527 (2.2586264610290527) | > loss_disc_real_0: 0.07761871069669724 (0.07761871069669724) | > loss_disc_real_1: 0.17259223759174347 (0.17259223759174347) | > loss_disc_real_2: 0.23071283102035522 (0.23071283102035522) | > loss_disc_real_3: 0.2555067539215088 (0.2555067539215088) | > loss_disc_real_4: 0.2306479811668396 (0.2306479811668396) | > loss_disc_real_5: 0.18957199156284332 (0.18957199156284332) | > loss_0: 2.2586264610290527 (2.2586264610290527) | > loss_gen: 2.2802228927612305 (2.2802228927612305) | > loss_kl: 2.533073663711548 (2.533073663711548) | > loss_feat: 6.059321403503418 (6.059321403503418) | > loss_mel: 17.023244857788086 (17.023244857788086) | > loss_duration: 2.4919557571411133 (2.4919557571411133) | > loss_1: 30.3878173828125 (30.3878173828125)  --> STEP: 2 | > loss_disc: 2.4686803817749023 (2.3636534214019775) | > loss_disc_real_0: 0.11678402870893478 (0.09720136970281601) | > loss_disc_real_1: 0.19651462137699127 (0.18455342948436737) | > loss_disc_real_2: 0.2674168050289154 (0.24906481802463531) | > loss_disc_real_3: 0.3562737703323364 (0.3058902621269226) | > loss_disc_real_4: 0.21840272843837738 (0.2245253548026085) | > loss_disc_real_5: 0.23884886503219604 (0.21421042829751968) | > loss_0: 2.4686803817749023 (2.3636534214019775) | > loss_gen: 2.404783010482788 (2.3425029516220093) | > loss_kl: 2.2127676010131836 (2.3729206323623657) | > loss_feat: 5.623895645141602 (5.84160852432251) | > loss_mel: 18.15910530090332 (17.591175079345703) | > loss_duration: 2.4499635696411133 (2.4709596633911133) | > loss_1: 30.85051727294922 (30.61916732788086)  --> STEP: 3 | > loss_disc: 2.292111396789551 (2.339806079864502) | > loss_disc_real_0: 0.07771821320056915 (0.09070698420206706) | > loss_disc_real_1: 0.15193630754947662 (0.17368105550607046) | > loss_disc_real_2: 0.2072719782590866 (0.23513387143611908) | > loss_disc_real_3: 0.2733228802680969 (0.2950344681739807) | > loss_disc_real_4: 0.2265811413526535 (0.22521061698595682) | > loss_disc_real_5: 0.258581280708313 (0.22900071243445078) | > loss_0: 2.292111396789551 (2.339806079864502) | > loss_gen: 2.2338316440582275 (2.306279182434082) | > loss_kl: 3.0872385501861572 (2.6110266049702964) | > loss_feat: 6.445341110229492 (6.042852719624837) | > loss_mel: 17.396730422973633 (17.526360193888348) | > loss_duration: 2.3897252082824707 (2.4438815116882324) | > loss_1: 31.552865982055664 (30.930400212605793)  --> STEP: 4 | > loss_disc: 2.470564603805542 (2.372495710849762) | > loss_disc_real_0: 0.20286409556865692 (0.11874626204371452) | > loss_disc_real_1: 0.1945885419845581 (0.17890792712569237) | > loss_disc_real_2: 0.22874969244003296 (0.23353782668709755) | > loss_disc_real_3: 0.2482701689004898 (0.283343393355608) | > loss_disc_real_4: 0.1513848453760147 (0.2067541740834713) | > loss_disc_real_5: 0.18862523138523102 (0.21890684217214584) | > loss_0: 2.470564603805542 (2.372495710849762) | > loss_gen: 2.1601548194885254 (2.269748091697693) | > loss_kl: 3.1870217323303223 (2.7550253868103027) | > loss_feat: 6.63570499420166 (6.191065788269043) | > loss_mel: 18.047292709350586 (17.656593322753906) | > loss_duration: 2.426351547241211 (2.439499020576477) | > loss_1: 32.45652770996094 (31.31193208694458)  --> STEP: 5 | > loss_disc: 2.5563554763793945 (2.4092676639556885) | > loss_disc_real_0: 0.16410619020462036 (0.1278182476758957) | > loss_disc_real_1: 0.2615009844303131 (0.19542653858661652) | > loss_disc_real_2: 0.26570022106170654 (0.23997030556201934) | > loss_disc_real_3: 0.20789556205272675 (0.26825382709503176) | > loss_disc_real_4: 0.22777535021305084 (0.2109584093093872) | > loss_disc_real_5: 0.2113894671201706 (0.2174033671617508) | > loss_0: 2.5563554763793945 (2.4092676639556885) | > loss_gen: 2.1137123107910156 (2.2385409355163572) | > loss_kl: 2.6790273189544678 (2.7398257732391356) | > loss_feat: 4.6811628341674805 (5.889085197448731) | > loss_mel: 17.659910202026367 (17.6572566986084) | > loss_duration: 2.3236429691314697 (2.4163278102874757) | > loss_1: 29.457454681396484 (30.94103660583496)  --> STEP: 6 | > loss_disc: 2.5486130714416504 (2.432491898536682) | > loss_disc_real_0: 0.1257156878709793 (0.12746782104174295) | > loss_disc_real_1: 0.2031693309545517 (0.19671700398127237) | > loss_disc_real_2: 0.27280959486961365 (0.2454435204466184) | > loss_disc_real_3: 0.22115695476531982 (0.2604043483734131) | > loss_disc_real_4: 0.20128434896469116 (0.20934606591860452) | > loss_disc_real_5: 0.20030319690704346 (0.21455333878596625) | > loss_0: 2.5486130714416504 (2.432491898536682) | > loss_gen: 2.0542941093444824 (2.2078331311543784) | > loss_kl: 2.596731185913086 (2.715976675351461) | > loss_feat: 5.778163433074951 (5.8705982367197675) | > loss_mel: 18.166728973388672 (17.74216874440511) | > loss_duration: 2.1932361125946045 (2.379145860671997) | > loss_1: 30.789154052734375 (30.915722846984863)  --> STEP: 7 | > loss_disc: 2.881300926208496 (2.49660747391837) | > loss_disc_real_0: 0.22447888553142548 (0.14132654454026902) | > loss_disc_real_1: 0.22920025885105133 (0.20135746896266937) | > loss_disc_real_2: 0.2128543108701706 (0.24078791907855443) | > loss_disc_real_3: 0.2280292809009552 (0.25577933873449055) | > loss_disc_real_4: 0.2448667734861374 (0.21442045271396637) | > loss_disc_real_5: 0.24136444926261902 (0.21838349742548807) | > loss_0: 2.881300926208496 (2.49660747391837) | > loss_gen: 1.9172412157058716 (2.1663200003760203) | > loss_kl: 3.2585301399230957 (2.7934843131474087) | > loss_feat: 4.141533374786377 (5.6235889707292825) | > loss_mel: 17.022117614746094 (17.639304297310964) | > loss_duration: 2.429562568664551 (2.386348247528076) | > loss_1: 28.768985748291016 (30.609046118600027)  --> STEP: 8 | > loss_disc: 2.3450140953063965 (2.477658301591873) | > loss_disc_real_0: 0.14880552887916565 (0.1422614175826311) | > loss_disc_real_1: 0.20579548180103302 (0.20191222056746483) | > loss_disc_real_2: 0.24530671536922455 (0.2413527686148882) | > loss_disc_real_3: 0.1756829172372818 (0.24576728604733944) | > loss_disc_real_4: 0.1975249946117401 (0.2123085204511881) | > loss_disc_real_5: 0.23825712502002716 (0.22086770087480545) | > loss_0: 2.3450140953063965 (2.477658301591873) | > loss_gen: 2.5194761753082275 (2.210464522242546) | > loss_kl: 3.1752235889434814 (2.8412017226219177) | > loss_feat: 7.045080184936523 (5.801275372505188) | > loss_mel: 16.68021011352539 (17.51941752433777) | > loss_duration: 2.2681000232696533 (2.3715672194957733) | > loss_1: 31.68808937072754 (30.743926525115967)  --> STEP: 9 | > loss_disc: 2.677359104156494 (2.4998472796546087) | > loss_disc_real_0: 0.22870784997940063 (0.15186657673782772) | > loss_disc_real_1: 0.1803644895553589 (0.1995180282327864) | > loss_disc_real_2: 0.2751479148864746 (0.24510778486728668) | > loss_disc_real_3: 0.21931281685829163 (0.2428279005818897) | > loss_disc_real_4: 0.2564927935600281 (0.21721788412994808) | > loss_disc_real_5: 0.1545945554971695 (0.21350401805506813) | > loss_0: 2.677359104156494 (2.4998472796546087) | > loss_gen: 2.2067270278930664 (2.2100492450926037) | > loss_kl: 2.9050161838531494 (2.8482922183142767) | > loss_feat: 7.340412616729736 (5.972290621863471) | > loss_mel: 19.63523292541504 (17.754508124457466) | > loss_duration: 2.1981515884399414 (2.3522988160451255) | > loss_1: 34.28553771972656 (31.1374388800727)  --> STEP: 10 | > loss_disc: 2.5168778896331787 (2.5015503406524657) | > loss_disc_real_0: 0.18514826893806458 (0.1551947459578514) | > loss_disc_real_1: 0.2127426117658615 (0.2008404865860939) | > loss_disc_real_2: 0.19941189885139465 (0.24053819626569747) | > loss_disc_real_3: 0.2830941677093506 (0.24685452729463578) | > loss_disc_real_4: 0.1713072657585144 (0.21262682229280472) | > loss_disc_real_5: 0.16035744547843933 (0.20818936079740524) | > loss_0: 2.5168778896331787 (2.5015503406524657) | > loss_gen: 2.146165132522583 (2.2036608338356016) | > loss_kl: 2.674579620361328 (2.830920958518982) | > loss_feat: 7.8626389503479 (6.161325454711914) | > loss_mel: 17.880428314208984 (17.767100143432618) | > loss_duration: 2.422940254211426 (2.3593629598617554) | > loss_1: 32.986751556396484 (31.32237014770508)  --> STEP: 11 | > loss_disc: 2.492133140563965 (2.5006942315535112) | > loss_disc_real_0: 0.20916692912578583 (0.16010130806402725) | > loss_disc_real_1: 0.18096351623535156 (0.19903348928148096) | > loss_disc_real_2: 0.2883486747741699 (0.24488460340283133) | > loss_disc_real_3: 0.21630866825580597 (0.2440776310183785) | > loss_disc_real_4: 0.1807224154472351 (0.2097264216704802) | > loss_disc_real_5: 0.21132735908031464 (0.20847463336857883) | > loss_0: 2.492133140563965 (2.5006942315535112) | > loss_gen: 2.272786855697632 (2.2099450176412407) | > loss_kl: 3.9052159786224365 (2.9285841421647505) | > loss_feat: 6.565993309020996 (6.198113441467285) | > loss_mel: 17.595190048217773 (17.75147195295854) | > loss_duration: 2.537619113922119 (2.375568064776334) | > loss_1: 32.87680435180664 (31.46368234807795)  --> STEP: 12 | > loss_disc: 2.1408851146698 (2.4707101384798684) | > loss_disc_real_0: 0.0901227667927742 (0.1542697629580895) | > loss_disc_real_1: 0.14426709711551666 (0.1944696232676506) | > loss_disc_real_2: 0.21114249527454376 (0.24207276105880737) | > loss_disc_real_3: 0.2291656881570816 (0.24283496911327043) | > loss_disc_real_4: 0.19956927001476288 (0.2088799923658371) | > loss_disc_real_5: 0.2002602219581604 (0.2077900990843773) | > loss_0: 2.1408851146698 (2.4707101384798684) | > loss_gen: 2.5555660724639893 (2.238746772209803) | > loss_kl: 3.175828695297241 (2.9491878549257913) | > loss_feat: 7.2308549880981445 (6.2841752370198565) | > loss_mel: 18.128158569335938 (17.782862504323322) | > loss_duration: 2.292133331298828 (2.3686151703198752) | > loss_1: 33.382545471191406 (31.623587608337402)  --> STEP: 13 | > loss_disc: 2.3609867095947266 (2.462269874719473) | > loss_disc_real_0: 0.1402873396873474 (0.1531941919372632) | > loss_disc_real_1: 0.22988201677799225 (0.19719365353767687) | > loss_disc_real_2: 0.2215476781129837 (0.24049390852451324) | > loss_disc_real_3: 0.2947659492492676 (0.24682965989296252) | > loss_disc_real_4: 0.19376063346862793 (0.20771696475835946) | > loss_disc_real_5: 0.19688861072063446 (0.20695152305639708) | > loss_0: 2.3609867095947266 (2.462269874719473) | > loss_gen: 2.6643686294555664 (2.271486915074862) | > loss_kl: 2.9873361587524414 (2.9521223398355336) | > loss_feat: 7.323949337005615 (6.364157860095684) | > loss_mel: 16.797883987426758 (17.70709492610051) | > loss_duration: 2.2685396671295166 (2.3609170546898475) | > loss_1: 32.042076110839844 (31.65577903160682)  --> STEP: 14 | > loss_disc: 2.4644105434417725 (2.4624227796282088) | > loss_disc_real_0: 0.15006299316883087 (0.15297053488237516) | > loss_disc_real_1: 0.1715526580810547 (0.19536215386220387) | > loss_disc_real_2: 0.19315047562122345 (0.23711223474570683) | > loss_disc_real_3: 0.21631063520908356 (0.24464972955839975) | > loss_disc_real_4: 0.21225231885910034 (0.2080409186226981) | > loss_disc_real_5: 0.22313638031482697 (0.20810758428914206) | > loss_0: 2.4644105434417725 (2.4624227796282088) | > loss_gen: 2.07313871383667 (2.2573191864149913) | > loss_kl: 3.5443239212036133 (2.9944224527903964) | > loss_feat: 5.9039411544799805 (6.331285238265991) | > loss_mel: 19.140132904052734 (17.809454781668528) | > loss_duration: 2.4465160369873047 (2.3670312677110945) | > loss_1: 33.108055114746094 (31.75951303754534)  --> STEP: 15 | > loss_disc: 2.6038362979888916 (2.471850347518921) | > loss_disc_real_0: 0.34521836042404175 (0.16578705658515294) | > loss_disc_real_1: 0.2610940933227539 (0.19974428315957388) | > loss_disc_real_2: 0.2254554182291031 (0.23633511364459991) | > loss_disc_real_3: 0.2896725833415985 (0.24765125314394634) | > loss_disc_real_4: 0.20705582201480865 (0.20797524551550547) | > loss_disc_real_5: 0.2141110748052597 (0.20850781699021656) | > loss_0: 2.6038362979888916 (2.471850347518921) | > loss_gen: 2.400753974914551 (2.266881505648295) | > loss_kl: 3.3763651847839355 (3.019885301589966) | > loss_feat: 6.527029514312744 (6.344334856669108) | > loss_mel: 16.108606338500977 (17.696064885457357) | > loss_duration: 2.4321208000183105 (2.371370569864909) | > loss_1: 30.84487533569336 (31.698537190755207)  --> STEP: 16 | > loss_disc: 2.5917155742645264 (2.4793419241905212) | > loss_disc_real_0: 0.2528916895389557 (0.17123109614476562) | > loss_disc_real_1: 0.23414206504821777 (0.20189414452761412) | > loss_disc_real_2: 0.2000265121459961 (0.23406582605093718) | > loss_disc_real_3: 0.3006284236907959 (0.25096232630312443) | > loss_disc_real_4: 0.2417721003293991 (0.21008754894137383) | > loss_disc_real_5: 0.25418397784233093 (0.21136257704347372) | > loss_0: 2.5917155742645264 (2.4793419241905212) | > loss_gen: 2.5142669677734375 (2.2823430970311165) | > loss_kl: 2.7760376930236816 (3.004644826054573) | > loss_feat: 7.664101600646973 (6.426820278167725) | > loss_mel: 16.681283950805664 (17.632641077041626) | > loss_duration: 2.4448795318603516 (2.375964879989624) | > loss_1: 32.080570220947266 (31.722414255142212)  --> STEP: 17 | > loss_disc: 2.503422975540161 (2.480758456622853) | > loss_disc_real_0: 0.14705194532871246 (0.16980879315558603) | > loss_disc_real_1: 0.18817658722400665 (0.2010872293921078) | > loss_disc_real_2: 0.3113463521003723 (0.23861173934796276) | > loss_disc_real_3: 0.31949281692504883 (0.2549935316338259) | > loss_disc_real_4: 0.24517464637756348 (0.21215149584938497) | > loss_disc_real_5: 0.25844234228134155 (0.21413197499864242) | > loss_0: 2.503422975540161 (2.480758456622853) | > loss_gen: 2.428936004638672 (2.290966209243326) | > loss_kl: 2.6720190048217773 (2.9850786012761734) | > loss_feat: 5.873280048370361 (6.394259088179645) | > loss_mel: 17.67361068725586 (17.635051054113053) | > loss_duration: 2.461785316467285 (2.381013140958898) | > loss_1: 31.109630584716797 (31.686368156881894)  --> STEP: 18 | > loss_disc: 2.1366753578186035 (2.4616427289115057) | > loss_disc_real_0: 0.10293800383806229 (0.1660937493046125) | > loss_disc_real_1: 0.13638737797737122 (0.1974927932024002) | > loss_disc_real_2: 0.22090424597263336 (0.23762798971600002) | > loss_disc_real_3: 0.23285967111587524 (0.25376387271616196) | > loss_disc_real_4: 0.21193021535873413 (0.21213920248879325) | > loss_disc_real_5: 0.20803093910217285 (0.21379302855994967) | > loss_0: 2.1366753578186035 (2.4616427289115057) | > loss_gen: 2.6139137744903564 (2.3089077406459384) | > loss_kl: 2.9207561016082764 (2.981505129072401) | > loss_feat: 9.691981315612793 (6.577465878592597) | > loss_mel: 16.795825958251953 (17.588427437676323) | > loss_duration: 2.1889102458953857 (2.370340757899814) | > loss_1: 34.211387634277344 (31.826647016737198)  --> STEP: 19 | > loss_disc: 2.356736183166504 (2.456121331767032) | > loss_disc_real_0: 0.19653871655464172 (0.16769611600198245) | > loss_disc_real_1: 0.1727561503648758 (0.1961908646320042) | > loss_disc_real_2: 0.2177671194076538 (0.23658268075240285) | > loss_disc_real_3: 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(6.5454344976516) | > loss_mel: 16.006269454956055 (17.432618095761253) | > loss_duration: 2.178706169128418 (2.360520601272583) | > loss_1: 28.846168518066406 (31.564464387439546)  --> STEP: 22 | > loss_disc: 2.457524061203003 (2.4611913941123267) | > loss_disc_real_0: 0.1147618219256401 (0.16880470074035905) | > loss_disc_real_1: 0.21695369482040405 (0.19844918901270087) | > loss_disc_real_2: 0.25211331248283386 (0.2387355322187597) | > loss_disc_real_3: 0.2398865520954132 (0.2586106536063281) | > loss_disc_real_4: 0.22195246815681458 (0.2194229012185877) | > loss_disc_real_5: 0.25511932373046875 (0.21424926614219492) | > loss_0: 2.457524061203003 (2.4611913941123267) | > loss_gen: 2.335498332977295 (2.3403063741597263) | > loss_kl: 2.271214008331299 (2.857440222393383) | > loss_feat: 8.822914123535156 (6.648956298828125) | > loss_mel: 18.05377769470215 (17.46085262298584) | > loss_duration: 2.2158422470092773 (2.3539443124424326) | > loss_1: 33.69924545288086 (31.661499890414152)  --> STEP: 23 | > loss_disc: 2.6190688610076904 (2.4680556318034292) | > loss_disc_real_0: 0.2030058354139328 (0.1702917065957318) | > loss_disc_real_1: 0.23824815452098846 (0.20017957881740903) | > loss_disc_real_2: 0.2907608151435852 (0.24099750104157822) | > loss_disc_real_3: 0.2876638174057007 (0.2598738346410835) | > loss_disc_real_4: 0.21375061571598053 (0.2191762801097787) | > loss_disc_real_5: 0.22244742512702942 (0.21460570783718771) | > loss_0: 2.6190688610076904 (2.4680556318034292) | > loss_gen: 2.2431905269622803 (2.336083946020707) | > loss_kl: 2.8647232055664062 (2.857756873835688) | > loss_feat: 6.823248863220215 (6.65653423641039) | > loss_mel: 16.221113204956055 (17.406950909158457) | > loss_duration: 2.2938287258148193 (2.3513305912847104) | > loss_1: 30.446104049682617 (31.608656592991043)  --> STEP: 24 | > loss_disc: 2.3600497245788574 (2.463555385669072) | > loss_disc_real_0: 0.13137942552566528 (0.1686703615511457) | > loss_disc_real_1: 0.20916599035263062 (0.2005540126313766) | > loss_disc_real_2: 0.22871029376983643 (0.2404855340719223) | > loss_disc_real_3: 0.2430957704782486 (0.25917474863429873) | > loss_disc_real_4: 0.21641777455806732 (0.2190613423784574) | > loss_disc_real_5: 0.183120995759964 (0.21329384483397007) | > loss_0: 2.3600497245788574 (2.463555385669072) | > loss_gen: 2.3240721225738525 (2.335583453377088) | > loss_kl: 2.4527783393859863 (2.8408827682336173) | > loss_feat: 7.34037971496582 (6.685027798016866) | > loss_mel: 17.73440170288086 (17.420594692230225) | > loss_duration: 2.412529945373535 (2.3538805643717446) | > loss_1: 32.26416015625 (31.635969241460163)  --> STEP: 25 | > loss_disc: 2.746884822845459 (2.4748885631561275) | > loss_disc_real_0: 0.2691824436187744 (0.17269084483385086) | > loss_disc_real_1: 0.21645954251289368 (0.20119023382663725) | > loss_disc_real_2: 0.2407820224761963 (0.24049739360809327) | > loss_disc_real_3: 0.3459789454936981 (0.26264691650867467) | > loss_disc_real_4: 0.2316381335258484 (0.21956441402435303) | > loss_disc_real_5: 0.2068546563386917 (0.21303627729415894) | > loss_0: 2.746884822845459 (2.4748885631561275) | > loss_gen: 2.325672149658203 (2.3351870012283324) | > loss_kl: 3.597672700881958 (2.871154365539551) | > loss_feat: 7.365426540374756 (6.712243747711182) | > loss_mel: 15.069396018981934 (17.32654674530029) | > loss_duration: 2.384402275085449 (2.355101432800293) | > loss_1: 30.742568969726562 (31.60023323059082)  --> STEP: 26 | > loss_disc: 2.235288619995117 (2.4656731807268577) | > loss_disc_real_0: 0.09330578148365021 (0.16963757316653544) | > loss_disc_real_1: 0.1606963723897934 (0.1996327776175279) | > loss_disc_real_2: 0.12274409830570221 (0.23596842071184745) | > loss_disc_real_3: 0.22741958498954773 (0.2612920191425544) | > loss_disc_real_4: 0.1751558482646942 (0.21785639226436615) | > loss_disc_real_5: 0.19689024984836578 (0.2124152762385515) | > loss_0: 2.235288619995117 (2.4656731807268577) | > loss_gen: 2.285551071166992 (2.333277926995204) | > loss_kl: 2.366647481918335 (2.8517502546310425) | > loss_feat: 9.265700340270996 (6.81045361665579) | > loss_mel: 19.68843650817871 (17.417388659257153) | > loss_duration: 2.3091559410095215 (2.353334298500648) | > loss_1: 35.91549301147461 (31.766204760624813) --> EVAL PERFORMANCE | > avg_loader_time: 0.002313082034771259 (-0.0002227104627169096) | > avg_loss_disc: 2.4656731807268577 (+0.01564451364370445) | > avg_loss_disc_real_0: 0.16963757316653544 (+0.013189136981964111) | > avg_loss_disc_real_1: 0.1996327776175279 (+0.021781894593284695) | > avg_loss_disc_real_2: 0.23596842071184745 (+0.03938090514678222) | > avg_loss_disc_real_3: 0.2612920191425544 (+0.02956218616320541) | > avg_loss_disc_real_4: 0.21785639226436615 (+0.006703900030026078) | > avg_loss_disc_real_5: 0.2124152762385515 (-0.03440169875438398) | > avg_loss_0: 2.4656731807268577 (+0.01564451364370445) | > avg_loss_gen: 2.333277926995204 (+0.06906215502665569) | > avg_loss_kl: 2.8517502546310425 (-0.2652844649094801) | > avg_loss_feat: 6.81045361665579 (-0.06567201247582055) | > avg_loss_mel: 17.417388659257153 (+0.2753614645737841) | > avg_loss_duration: 2.353334298500648 (-0.02042920772845891) | > avg_loss_1: 31.766204760624813 (-0.006962042588451567)  > EPOCH: 934/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:40:04)   --> TIME: 2024-06-12 08:40:07 -- STEP: 4/330 -- GLOBAL_STEP: 396225 | > loss_disc: 2.3188390731811523 (2.2932517528533936) | > loss_disc_real_0: 0.07250552624464035 (0.10574122704565525) | > loss_disc_real_1: 0.18155831098556519 (0.20568111911416054) | > loss_disc_real_2: 0.19844010472297668 (0.20750263705849648) | > loss_disc_real_3: 0.21390725672245026 (0.24816272035241127) | > loss_disc_real_4: 0.23487727344036102 (0.23204711079597473) | > loss_disc_real_5: 0.2079870104789734 (0.20936428010463715) | > loss_0: 2.3188390731811523 (2.2932517528533936) | > grad_norm_0: tensor(12.2340, device='cuda:0') (tensor(8.9071, device='cuda:0')) | > loss_gen: 2.3759989738464355 (2.4966665506362915) | > loss_kl: 1.8836506605148315 (2.025690972805023) | > loss_feat: 6.294098854064941 (6.7070043087005615) | > loss_mel: 17.27419090270996 (17.70596408843994) | > loss_duration: 2.093170404434204 (2.1357994079589844) | > loss_1: 29.921110153198242 (31.071125507354736) | > grad_norm_1: tensor(81.6886, device='cuda:0') (tensor(93.3279, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3484 (0.3825496435165405) | > loader_time: 0.0035 (0.0031644105911254883)  --> TIME: 2024-06-12 08:40:16 -- STEP: 29/330 -- GLOBAL_STEP: 396250 | > loss_disc: 2.3613195419311523 (2.3173271540937743) | > loss_disc_real_0: 0.09682715684175491 (0.10507269203662872) | > loss_disc_real_1: 0.22814084589481354 (0.19693635506876583) | > loss_disc_real_2: 0.2221972644329071 (0.2088204637683671) | > loss_disc_real_3: 0.21965061128139496 (0.22777643953931742) | > loss_disc_real_4: 0.22043731808662415 (0.2325667867372776) | > loss_disc_real_5: 0.23481909930706024 (0.2211024504283379) | > loss_0: 2.3613195419311523 (2.3173271540937743) | > grad_norm_0: tensor(5.3410, device='cuda:0') (tensor(7.8690, device='cuda:0')) | > loss_gen: 2.564973831176758 (2.5074999579067896) | > loss_kl: 1.945307731628418 (1.9513670658243114) | > loss_feat: 7.145759582519531 (6.920572363097092) | > loss_mel: 17.550065994262695 (17.235722607579728) | > loss_duration: 1.9886829853057861 (2.0042578393015367) | > loss_1: 31.19478988647461 (30.6194198871481) | > grad_norm_1: tensor(42.7650, device='cuda:0') (tensor(91.0319, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3919 (0.3623137720699968) | > loader_time: 0.0036 (0.0032798586220576845)  --> TIME: 2024-06-12 08:40:26 -- STEP: 54/330 -- GLOBAL_STEP: 396275 | > loss_disc: 2.3828656673431396 (2.331613169776068) | > loss_disc_real_0: 0.0965236946940422 (0.10589277606319498) | > loss_disc_real_1: 0.21531498432159424 (0.195041809644964) | > loss_disc_real_2: 0.17584829032421112 (0.2090036537912157) | > loss_disc_real_3: 0.23314429819583893 (0.2288302668818721) | > loss_disc_real_4: 0.22937121987342834 (0.23291560234846892) | > loss_disc_real_5: 0.18224819004535675 (0.22336838146050772) | > loss_0: 2.3828656673431396 (2.331613169776068) | > grad_norm_0: tensor(8.0361, device='cuda:0') (tensor(8.3311, device='cuda:0')) | > loss_gen: 2.4765796661376953 (2.5038621778841383) | > loss_kl: 1.935766577720642 (1.9859917362531025) | > loss_feat: 8.045150756835938 (7.006517648696899) | > loss_mel: 18.18443489074707 (17.173408066784894) | > loss_duration: 1.9408438205718994 (1.98248600297504) | > loss_1: 32.5827751159668 (30.65226568999114) | > grad_norm_1: tensor(67.6774, device='cuda:0') (tensor(86.9335, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3711 (0.3667784222850093) | > loader_time: 0.0051 (0.0035532668784812645)  --> TIME: 2024-06-12 08:40:35 -- STEP: 79/330 -- GLOBAL_STEP: 396300 | > loss_disc: 2.3438870906829834 (2.349340134029146) | > loss_disc_real_0: 0.08560749888420105 (0.10748436801795717) | > loss_disc_real_1: 0.19787974655628204 (0.19570136070251465) | > loss_disc_real_2: 0.18218418955802917 (0.20944366160827346) | > loss_disc_real_3: 0.23575228452682495 (0.22992617457727843) | > loss_disc_real_4: 0.2313023954629898 (0.2332625834247734) | > loss_disc_real_5: 0.22364012897014618 (0.22484480731094938) | > loss_0: 2.3438870906829834 (2.349340134029146) | > grad_norm_0: tensor(6.6576, device='cuda:0') (tensor(8.2773, device='cuda:0')) | > loss_gen: 2.5375938415527344 (2.4857262116444274) | > loss_kl: 2.110379457473755 (1.995555895793287) | > loss_feat: 7.214243412017822 (6.990693327746814) | > loss_mel: 17.285070419311523 (17.135485250738594) | > loss_duration: 1.9494009017944336 (1.9771197053450573) | > loss_1: 31.09668731689453 (30.584580530094193) | > grad_norm_1: tensor(54.5464, device='cuda:0') (tensor(85.5977, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3958 (0.3711351714556731) | > loader_time: 0.0044 (0.0036787805677969245)  --> TIME: 2024-06-12 08:40:45 -- STEP: 104/330 -- GLOBAL_STEP: 396325 | > loss_disc: 2.3210716247558594 (2.348013825141466) | > loss_disc_real_0: 0.1446591019630432 (0.10871604178100824) | > loss_disc_real_1: 0.19179542362689972 (0.195065145022594) | > loss_disc_real_2: 0.21725696325302124 (0.20931377462469614) | > loss_disc_real_3: 0.22284869849681854 (0.22923205678279585) | > loss_disc_real_4: 0.19087663292884827 (0.2333881791967612) | > loss_disc_real_5: 0.20624908804893494 (0.22447732621087477) | > loss_0: 2.3210716247558594 (2.348013825141466) | > grad_norm_0: tensor(12.8196, device='cuda:0') (tensor(8.2813, device='cuda:0')) | > loss_gen: 2.692390203475952 (2.4857800671687498) | > loss_kl: 1.9809281826019287 (2.0062285948258185) | > loss_feat: 7.981467247009277 (7.007112039969518) | > loss_mel: 17.43026351928711 (17.10640377264755) | > loss_duration: 2.016674280166626 (1.9802185732584734) | > loss_1: 32.101722717285156 (30.585743170518143) | > grad_norm_1: tensor(149.4451, device='cuda:0') (tensor(87.0043, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3785 (0.3722369418694423) | > loader_time: 0.0037 (0.0038235623102921704)  --> TIME: 2024-06-12 08:40:54 -- STEP: 129/330 -- GLOBAL_STEP: 396350 | > loss_disc: 2.4428493976593018 (2.362472118333329) | > loss_disc_real_0: 0.1611148864030838 (0.11014701801446057) | > loss_disc_real_1: 0.21787406504154205 (0.19589488566383834) | > loss_disc_real_2: 0.2165733426809311 (0.21023523022038068) | > loss_disc_real_3: 0.22475983202457428 (0.230731046014978) | > loss_disc_real_4: 0.2420772761106491 (0.23392167999300845) | > loss_disc_real_5: 0.22910606861114502 (0.22641777749671493) | > loss_0: 2.4428493976593018 (2.362472118333329) | > grad_norm_0: tensor(8.3938, device='cuda:0') (tensor(8.7725, device='cuda:0')) | > loss_gen: 2.456865072250366 (2.470967475758043) | > loss_kl: 1.99634850025177 (2.0073019044343816) | > loss_feat: 6.286899566650391 (6.9505434701609055) | > loss_mel: 17.493602752685547 (17.10658076382422) | > loss_duration: 1.978834867477417 (1.9836491965508276) | > loss_1: 30.21255111694336 (30.519042909607407) | > grad_norm_1: tensor(75.4327, device='cuda:0') (tensor(98.3110, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3699 (0.37169343371723973) | > loader_time: 0.0038 (0.0038678590641465296)  --> TIME: 2024-06-12 08:41:04 -- STEP: 154/330 -- GLOBAL_STEP: 396375 | > loss_disc: 2.4651920795440674 (2.366206644417403) | > loss_disc_real_0: 0.16148439049720764 (0.11191032754329892) | > loss_disc_real_1: 0.1606609970331192 (0.19592836924961635) | > loss_disc_real_2: 0.2260138988494873 (0.2106506803206036) | > loss_disc_real_3: 0.20752523839473724 (0.22975652897125715) | > loss_disc_real_4: 0.2502850592136383 (0.2342023244732386) | > loss_disc_real_5: 0.24187327921390533 (0.22574087358140327) | > loss_0: 2.4651920795440674 (2.366206644417403) | > grad_norm_0: tensor(17.3582, device='cuda:0') (tensor(9.4997, device='cuda:0')) | > loss_gen: 2.355560541152954 (2.4644570273238355) | > loss_kl: 2.006174087524414 (2.015066416232618) | > loss_feat: 6.934837818145752 (6.931847962466153) | > loss_mel: 16.98115348815918 (17.105210774904712) | > loss_duration: 1.9815118312835693 (1.987591700894492) | > loss_1: 30.25923728942871 (30.504173960004533) | > grad_norm_1: tensor(191.4294, device='cuda:0') (tensor(116.1670, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3737 (0.3731611378781207) | > loader_time: 0.0058 (0.003964643973808785)  --> TIME: 2024-06-12 08:41:14 -- STEP: 179/330 -- GLOBAL_STEP: 396400 | > loss_disc: 2.426854133605957 (2.3702313500409677) | > loss_disc_real_0: 0.10317447036504745 (0.11352524798176142) | > loss_disc_real_1: 0.1930190622806549 (0.19594589125510697) | > loss_disc_real_2: 0.23319703340530396 (0.21078011227053645) | > loss_disc_real_3: 0.22164790332317352 (0.23014536699769217) | > loss_disc_real_4: 0.24792346358299255 (0.23420677263310502) | > loss_disc_real_5: 0.23718982934951782 (0.22568718323161482) | > loss_0: 2.426854133605957 (2.3702313500409677) | > grad_norm_0: tensor(7.9994, device='cuda:0') (tensor(9.5484, device='cuda:0')) | > loss_gen: 2.3520140647888184 (2.4610277034716908) | > loss_kl: 2.1826207637786865 (2.01490871466738) | > loss_feat: 6.869709014892578 (6.915983596993558) | > loss_mel: 16.63821029663086 (17.09377049067831) | > loss_duration: 2.062547206878662 (1.9949658682892442) | > loss_1: 30.1051025390625 (30.480656490645597) | > grad_norm_1: tensor(162.8477, device='cuda:0') (tensor(117.1395, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.3842 (0.37430176388617975) | > loader_time: 0.0064 (0.004076266421952062)  --> TIME: 2024-06-12 08:41:24 -- STEP: 204/330 -- GLOBAL_STEP: 396425 | > loss_disc: 2.3361711502075195 (2.3724404994179222) | > loss_disc_real_0: 0.10981307178735733 (0.11447702476060857) | > loss_disc_real_1: 0.17382770776748657 (0.19620727689242826) | > loss_disc_real_2: 0.20789656043052673 (0.21117382912951363) | > loss_disc_real_3: 0.19870224595069885 (0.23015422103743927) | > loss_disc_real_4: 0.2234402745962143 (0.23383453473740934) | > loss_disc_real_5: 0.2261999547481537 (0.22547037578096576) | > loss_0: 2.3361711502075195 (2.3724404994179222) | > grad_norm_0: tensor(9.9643, device='cuda:0') (tensor(9.6548, device='cuda:0')) | > loss_gen: 2.518028736114502 (2.4611492636157024) | > loss_kl: 2.170281410217285 (2.0223546916363295) | > loss_feat: 6.807738780975342 (6.927631946171031) | > loss_mel: 17.20576286315918 (17.079838902342527) | > loss_duration: 1.996216893196106 (2.003333110435337) | > loss_1: 30.698028564453125 (30.494308032241523) | > grad_norm_1: tensor(249.0613, device='cuda:0') (tensor(117.3852, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.4181 (0.3778346683464796) | > loader_time: 0.0056 (0.004211352151982925)  --> TIME: 2024-06-12 08:41:35 -- STEP: 229/330 -- GLOBAL_STEP: 396450 | > loss_disc: 2.4184021949768066 (2.375857369868517) | > loss_disc_real_0: 0.1764356791973114 (0.11611729456868235) | > loss_disc_real_1: 0.2106105536222458 (0.19635190271394218) | > loss_disc_real_2: 0.2054435908794403 (0.2116362175957085) | > loss_disc_real_3: 0.2440596967935562 (0.2303573719538976) | > loss_disc_real_4: 0.24777011573314667 (0.23364374438487806) | > loss_disc_real_5: 0.24009832739830017 (0.2248585441487325) | > loss_0: 2.4184021949768066 (2.375857369868517) | > grad_norm_0: tensor(35.4239, device='cuda:0') (tensor(11.0687, device='cuda:0')) | > loss_gen: 2.5056231021881104 (2.461199460591812) | > loss_kl: 2.0367014408111572 (2.0281885149177) | > loss_feat: 6.42996072769165 (6.913498216320854) | > loss_mel: 16.831348419189453 (17.04153541914758) | > loss_duration: 2.1145782470703125 (2.0121909916140637) | > loss_1: 29.918212890625 (30.456612699417047) | > grad_norm_1: tensor(344.3080, device='cuda:0') (tensor(133.8828, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.4271 (0.3818654045787959) | > loader_time: 0.0053 (0.00433420093819564)  --> TIME: 2024-06-12 08:41:46 -- STEP: 254/330 -- GLOBAL_STEP: 396475 | > loss_disc: 2.307736396789551 (2.374491519815341) | > loss_disc_real_0: 0.11191798746585846 (0.11706080812755532) | > loss_disc_real_1: 0.1729031801223755 (0.1961764010974741) | > loss_disc_real_2: 0.23833411931991577 (0.21165813001122066) | > loss_disc_real_3: 0.23760993778705597 (0.2302777265587191) | > loss_disc_real_4: 0.21696226298809052 (0.2336169070028883) | > loss_disc_real_5: 0.22384096682071686 (0.22411061266041177) | > loss_0: 2.307736396789551 (2.374491519815341) | > grad_norm_0: tensor(32.6222, device='cuda:0') (tensor(12.7033, device='cuda:0')) | > loss_gen: 2.553112506866455 (2.4670180955271084) | > loss_kl: 2.023972749710083 (2.028291275651437) | > loss_feat: 7.447046279907227 (6.926890622912429) | > loss_mel: 16.149187088012695 (17.00088026016713) | > loss_duration: 2.058138847351074 (2.020000646433493) | > loss_1: 30.231456756591797 (30.44308100722906) | > grad_norm_1: tensor(497.6830, device='cuda:0') (tensor(156.9217, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.4388 (0.38668280042062575) | > loader_time: 0.0054 (0.004473718132559708)  --> TIME: 2024-06-12 08:41:57 -- STEP: 279/330 -- GLOBAL_STEP: 396500 | > loss_disc: 2.3401095867156982 (2.3741771525379596) | > loss_disc_real_0: 0.13991940021514893 (0.1174945336996868) | > loss_disc_real_1: 0.21543806791305542 (0.19615215650596063) | > loss_disc_real_2: 0.20835600793361664 (0.21186787760599543) | > loss_disc_real_3: 0.24164418876171112 (0.22999415661485392) | > loss_disc_real_4: 0.1978398710489273 (0.23334594140343343) | > loss_disc_real_5: 0.20263972878456116 (0.2235176214500995) | > loss_0: 2.3401095867156982 (2.3741771525379596) | > grad_norm_0: tensor(14.7882, device='cuda:0') (tensor(13.7616, device='cuda:0')) | > loss_gen: 2.660679340362549 (2.469734138912624) | > loss_kl: 2.1325747966766357 (2.031092582637692) | > loss_feat: 7.110236167907715 (6.9464341543054084) | > loss_mel: 16.81757164001465 (16.96029378009096) | > loss_duration: 2.116715669631958 (2.029756300765554) | > loss_1: 30.837778091430664 (30.4373110767761) | > grad_norm_1: tensor(278.8514, device='cuda:0') (tensor(175.3999, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.4561 (0.392012771312481) | > loader_time: 0.0063 (0.004627885784299569) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_396500.pth  --> TIME: 2024-06-12 08:42:15 -- STEP: 304/330 -- GLOBAL_STEP: 396525 | > loss_disc: 2.4324991703033447 (2.374752522299166) | > loss_disc_real_0: 0.1441071629524231 (0.11878915469309217) | > loss_disc_real_1: 0.22410325706005096 (0.1963075428318819) | > loss_disc_real_2: 0.2239142507314682 (0.21168546461941382) | > loss_disc_real_3: 0.24733124673366547 (0.22999457230693415) | > loss_disc_real_4: 0.26416176557540894 (0.2335719307394404) | > loss_disc_real_5: 0.23441383242607117 (0.223629856972318) | > loss_0: 2.4324991703033447 (2.374752522299166) | > grad_norm_0: tensor(28.9089, device='cuda:0') (tensor(14.6604, device='cuda:0')) | > loss_gen: 2.381265640258789 (2.469108662322947) | > loss_kl: 2.082000255584717 (2.0340966637197306) | > loss_feat: 6.949337005615234 (6.953261439737522) | > loss_mel: 16.85618019104004 (16.910269564703867) | > loss_duration: 2.182751178741455 (2.041004866361618) | > loss_1: 30.451534271240234 (30.407741301938106) | > grad_norm_1: tensor(264.6312, device='cuda:0') (tensor(187.1342, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 0.4801 (0.3990137004538585) | > loader_time: 0.007 (0.004821749109970896)  --> TIME: 2024-06-12 08:42:42 -- STEP: 329/330 -- GLOBAL_STEP: 396550 | > loss_disc: 2.5413172245025635 (2.3796927899937512) | > loss_disc_real_0: 0.13281239569187164 (0.12035937417060771) | > loss_disc_real_1: 0.26860305666923523 (0.1971438967801154) | > loss_disc_real_2: 0.2292933613061905 (0.2117683285094322) | > loss_disc_real_3: 0.3189699947834015 (0.23017254222671313) | > loss_disc_real_4: 0.3279319107532501 (0.2337406459731534) | > loss_disc_real_5: 0.35870352387428284 (0.22385574193348642) | > loss_0: 2.5413172245025635 (2.3796927899937512) | > grad_norm_0: tensor(11.2233, device='cuda:0') (tensor(14.6871, device='cuda:0')) | > loss_gen: 2.943739891052246 (2.465520279023421) | > loss_kl: 2.2570302486419678 (2.0420016180780527) | > loss_feat: 11.50620174407959 (7.03551170528841) | > loss_mel: 18.618919372558594 (16.89840689835938) | > loss_duration: 2.2891178131103516 (2.0558770920367944) | > loss_1: 37.615013122558594 (30.497317705473275) | > grad_norm_1: tensor(278.1748, device='cuda:0') (tensor(190.7249, device='cuda:0')) | > current_lr_0: 0.00017796022478622776 | > current_lr_1: 0.00017796022478622776 | > step_time: 13.0904 (0.4504007300345005) | > loader_time: 0.0337 (0.005259127602388796)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4273362159729004 (2.4273362159729004) | > loss_disc_real_0: 0.16193079948425293 (0.16193079948425293) | > loss_disc_real_1: 0.23194268345832825 (0.23194268345832825) | > loss_disc_real_2: 0.21557073295116425 (0.21557073295116425) | > loss_disc_real_3: 0.2802031636238098 (0.2802031636238098) | > loss_disc_real_4: 0.2980702817440033 (0.2980702817440033) | > loss_disc_real_5: 0.25759240984916687 (0.25759240984916687) | > loss_0: 2.4273362159729004 (2.4273362159729004) | > loss_gen: 2.6843841075897217 (2.6843841075897217) | > loss_kl: 2.2373013496398926 (2.2373013496398926) | > loss_feat: 5.338622570037842 (5.338622570037842) | > loss_mel: 15.578824996948242 (15.578824996948242) | > loss_duration: 3.0569424629211426 (3.0569424629211426) | > loss_1: 28.896074295043945 (28.896074295043945)  --> STEP: 1 | > loss_disc: 2.2414398193359375 (2.2414398193359375) | > loss_disc_real_0: 0.13827469944953918 (0.13827469944953918) | > loss_disc_real_1: 0.17293253540992737 (0.17293253540992737) | > loss_disc_real_2: 0.1437913477420807 (0.1437913477420807) | > loss_disc_real_3: 0.23029041290283203 (0.23029041290283203) | > loss_disc_real_4: 0.30002957582473755 (0.30002957582473755) | > loss_disc_real_5: 0.24474234879016876 (0.24474234879016876) | > loss_0: 2.2414398193359375 (2.2414398193359375) | > loss_gen: 2.5685877799987793 (2.5685877799987793) | > loss_kl: 3.200015068054199 (3.200015068054199) | > loss_feat: 6.824629306793213 (6.824629306793213) | > loss_mel: 16.542667388916016 (16.542667388916016) | > loss_duration: 2.45947265625 (2.45947265625) | > loss_1: 31.595373153686523 (31.595373153686523)  --> STEP: 2 | > loss_disc: 2.215085744857788 (2.228262782096863) | > loss_disc_real_0: 0.11331555247306824 (0.1257951259613037) | > loss_disc_real_1: 0.1348331868648529 (0.15388286113739014) | > loss_disc_real_2: 0.1811576634645462 (0.16247450560331345) | > loss_disc_real_3: 0.28600385785102844 (0.25814713537693024) | > loss_disc_real_4: 0.22973470389842987 (0.2648821398615837) | > loss_disc_real_5: 0.25403741002082825 (0.2493898794054985) | > loss_0: 2.215085744857788 (2.228262782096863) | > loss_gen: 2.678445816040039 (2.623516798019409) | > loss_kl: 2.6834728717803955 (2.9417439699172974) | > loss_feat: 5.933769702911377 (6.379199504852295) | > loss_mel: 17.064260482788086 (16.80346393585205) | > loss_duration: 2.475186347961426 (2.467329502105713) | > loss_1: 30.83513641357422 (31.21525478363037)  --> STEP: 3 | > loss_disc: 2.6539690494537354 (2.3701648712158203) | > loss_disc_real_0: 0.31562113761901855 (0.189070463180542) | > loss_disc_real_1: 0.24703127145767212 (0.1849323312441508) | > loss_disc_real_2: 0.20531946420669556 (0.17675615847110748) | > loss_disc_real_3: 0.23797473311424255 (0.2514230012893677) | > loss_disc_real_4: 0.23914796113967896 (0.2563040802876155) | > loss_disc_real_5: 0.2402207851409912 (0.24633351465066275) | > loss_0: 2.6539690494537354 (2.3701648712158203) | > loss_gen: 2.336052179336548 (2.5276952584584556) | > loss_kl: 3.549271583557129 (3.1442531744639077) | > loss_feat: 5.191495895385742 (5.983298301696777) | > loss_mel: 14.544564247131348 (16.05049737294515) | > loss_duration: 2.4204413890838623 (2.451700131098429) | > loss_1: 28.041824340820312 (30.15744463602702)  --> STEP: 4 | > loss_disc: 2.376264810562134 (2.3716898560523987) | > loss_disc_real_0: 0.1632140576839447 (0.18260636180639267) | > loss_disc_real_1: 0.18787094950675964 (0.185666985809803) | > loss_disc_real_2: 0.1518741399049759 (0.17053565382957458) | > loss_disc_real_3: 0.2477860003709793 (0.2505137510597706) | > loss_disc_real_4: 0.27831682562828064 (0.26180726662278175) | > loss_disc_real_5: 0.3710658550262451 (0.27751659974455833) | > loss_0: 2.376264810562134 (2.3716898560523987) | > loss_gen: 2.525031805038452 (2.5270293951034546) | > loss_kl: 3.5542752742767334 (3.2467586994171143) | > loss_feat: 6.005525588989258 (5.9888551235198975) | > loss_mel: 18.047237396240234 (16.54968237876892) | > loss_duration: 2.454652786254883 (2.4524382948875427) | > loss_1: 32.58672332763672 (30.764764308929443)  --> STEP: 5 | > loss_disc: 2.114964246749878 (2.3203447341918944) | > loss_disc_real_0: 0.18524768948554993 (0.18313462734222413) | > loss_disc_real_1: 0.141733318567276 (0.17688025236129762) | > loss_disc_real_2: 0.15446816384792328 (0.16732215583324433) | > loss_disc_real_3: 0.2451617568731308 (0.24944335222244263) | > loss_disc_real_4: 0.27491214871406555 (0.2644282430410385) | > loss_disc_real_5: 0.2892914414405823 (0.2798715680837631) | > loss_0: 2.114964246749878 (2.3203447341918944) | > loss_gen: 2.94759464263916 (2.6111424446105955) | > loss_kl: 2.3068389892578125 (3.0587747573852537) | > loss_feat: 6.395589351654053 (6.070201969146728) | > loss_mel: 19.74897575378418 (17.189541053771972) | > loss_duration: 2.3270859718322754 (2.427367830276489) | > loss_1: 33.7260856628418 (31.357028579711915)  --> STEP: 6 | > loss_disc: 2.514038562774658 (2.3526270389556885) | > loss_disc_real_0: 0.20277361571788788 (0.1864077920715014) | > loss_disc_real_1: 0.198655366897583 (0.18050943811734518) | > loss_disc_real_2: 0.2848959267139435 (0.18691778431336084) | > loss_disc_real_3: 0.31143510341644287 (0.259775310754776) | > loss_disc_real_4: 0.3027953505516052 (0.2708227609594663) | > loss_disc_real_5: 0.3552819788455963 (0.292439969877402) | > loss_0: 2.514038562774658 (2.3526270389556885) | > loss_gen: 2.7769935131073 (2.6387842893600464) | > loss_kl: 2.7452809810638428 (3.0065257946650186) | > loss_feat: 4.503129482269287 (5.809023221333821) | > loss_mel: 17.13209342956543 (17.17996644973755) | > loss_duration: 2.21441650390625 (2.391875942548116) | > loss_1: 29.37191390991211 (31.02617613474528)  --> STEP: 7 | > loss_disc: 2.267174482345581 (2.3404195308685303) | > loss_disc_real_0: 0.15807679295539856 (0.18236050648348673) | > loss_disc_real_1: 0.1766476035118103 (0.17995774745941162) | > loss_disc_real_2: 0.18606384098529816 (0.1867957924093519) | > loss_disc_real_3: 0.2091820240020752 (0.252547698361533) | > loss_disc_real_4: 0.22657018899917603 (0.26450096496513914) | > loss_disc_real_5: 0.16647456586360931 (0.2744449121611459) | > loss_0: 2.267174482345581 (2.3404195308685303) | > loss_gen: 2.3972363471984863 (2.6042774404798235) | > loss_kl: 4.469784736633301 (3.215562786374773) | > loss_feat: 5.118502140045166 (5.710377352578299) | > loss_mel: 16.295331954956055 (17.053590093340194) | > loss_duration: 2.6154417991638184 (2.423813922064645) | > loss_1: 30.896297454833984 (31.007622037615096)  --> STEP: 8 | > loss_disc: 2.253671407699585 (2.329576015472412) | > loss_disc_real_0: 0.17317353188991547 (0.1812121346592903) | > loss_disc_real_1: 0.24826845526695251 (0.18849658593535423) | > loss_disc_real_2: 0.23535194993019104 (0.1928653120994568) | > loss_disc_real_3: 0.2493024319410324 (0.25214204005897045) | > loss_disc_real_4: 0.25396743416786194 (0.26318427361547947) | > loss_disc_real_5: 0.23495060205459595 (0.26950812339782715) | > loss_0: 2.253671407699585 (2.329576015472412) | > loss_gen: 2.897813320159912 (2.6409694254398346) | > loss_kl: 4.23864221572876 (3.3434477150440216) | > loss_feat: 7.475184917449951 (5.930978298187256) | > loss_mel: 18.13328742980957 (17.188552260398865) | > loss_duration: 2.293300151824951 (2.4074997007846832) | > loss_1: 35.03822708129883 (31.51144766807556)  --> STEP: 9 | > loss_disc: 2.529059886932373 (2.3517408900790744) | > loss_disc_real_0: 0.26564261317253113 (0.1905932989385393) | > loss_disc_real_1: 0.19166190922260284 (0.1888482885228263) | > loss_disc_real_2: 0.203620046377182 (0.1940602825747596) | > loss_disc_real_3: 0.2948760986328125 (0.25689026878939736) | > loss_disc_real_4: 0.28981664776802063 (0.26614342629909515) | > loss_disc_real_5: 0.31607913970947266 (0.2746826807657878) | > loss_0: 2.529059886932373 (2.3517408900790744) | > loss_gen: 2.801478385925293 (2.6588037543826633) | > loss_kl: 2.9075849056243896 (3.295018513997396) | > loss_feat: 7.1857099533081055 (6.070392926534017) | > loss_mel: 18.835901260375977 (17.3715910381741) | > loss_duration: 2.1900391578674316 (2.383337418238322) | > loss_1: 33.92071533203125 (31.779144075181748)  --> STEP: 10 | > loss_disc: 2.290987968444824 (2.3456655979156493) | > loss_disc_real_0: 0.1647500991821289 (0.18800897896289825) | > loss_disc_real_1: 0.20080183446407318 (0.190043643116951) | > loss_disc_real_2: 0.17805230617523193 (0.19245948493480683) | > loss_disc_real_3: 0.23059669137001038 (0.2542609110474586) | > loss_disc_real_4: 0.25388914346694946 (0.26491799801588056) | > loss_disc_real_5: 0.2541733980178833 (0.2726317524909973) | > loss_0: 2.290987968444824 (2.3456655979156493) | > loss_gen: 2.587970018386841 (2.651720380783081) | > loss_kl: 3.380815029144287 (3.303598165512085) | > loss_feat: 6.431027412414551 (6.10645637512207) | > loss_mel: 18.004989624023438 (17.434930896759035) | > loss_duration: 2.44498610496521 (2.3895022869110107) | > loss_1: 32.849788665771484 (31.886208534240723)  --> STEP: 11 | > loss_disc: 2.268409490585327 (2.3386423154310747) | > loss_disc_real_0: 0.1488494724035263 (0.18444902382113718) | > loss_disc_real_1: 0.2125246822834015 (0.19208737395026468) | > loss_disc_real_2: 0.25450193881988525 (0.1980997080152685) | > loss_disc_real_3: 0.26131173968315125 (0.25490189546888525) | > loss_disc_real_4: 0.19807448983192444 (0.25884131545370276) | > loss_disc_real_5: 0.19788658618927002 (0.26583673737265845) | > loss_0: 2.268409490585327 (2.3386423154310747) | > loss_gen: 2.677501916885376 (2.6540641567923804) | > loss_kl: 3.7216734886169434 (3.3416050130670722) | > loss_feat: 7.200357437133789 (6.205901926214045) | > loss_mel: 17.318815231323242 (17.42437492717396) | > loss_duration: 2.5110597610473633 (2.4005529663779517) | > loss_1: 33.42940902709961 (32.026499488136984)  --> STEP: 12 | > loss_disc: 2.403874397277832 (2.344078322251638) | > loss_disc_real_0: 0.281327486038208 (0.19252222900589308) | > loss_disc_real_1: 0.1874227076768875 (0.19169865176081657) | > loss_disc_real_2: 0.2823466956615448 (0.20512029031912485) | > loss_disc_real_3: 0.25701621174812317 (0.2550780884921551) | > loss_disc_real_4: 0.2567484974861145 (0.25866691395640373) | > loss_disc_real_5: 0.28658050298690796 (0.26756538450717926) | > loss_0: 2.403874397277832 (2.344078322251638) | > loss_gen: 3.016664743423462 (2.6842808723449707) | > loss_kl: 2.5088038444519043 (3.2722049156824746) | > loss_feat: 6.49917459487915 (6.23034131526947) | > loss_mel: 17.87064552307129 (17.461564143498737) | > loss_duration: 2.279567241668701 (2.3904708226521807) | > loss_1: 32.17485427856445 (32.03886238733927)  --> STEP: 13 | > loss_disc: 2.485156774520874 (2.354930510887733) | > loss_disc_real_0: 0.12796252965927124 (0.18755609828692216) | > loss_disc_real_1: 0.27215367555618286 (0.19788749974507552) | > loss_disc_real_2: 0.24715831875801086 (0.20835398481442377) | > loss_disc_real_3: 0.22043141722679138 (0.25241295993328094) | > loss_disc_real_4: 0.2408456951379776 (0.25729605097037095) | > loss_disc_real_5: 0.233976811170578 (0.26498164809667146) | > loss_0: 2.485156774520874 (2.354930510887733) | > loss_gen: 2.316429376602173 (2.6559846034416785) | > loss_kl: 3.447270631790161 (3.28567150922922) | > loss_feat: 7.294219970703125 (6.312178134918213) | > loss_mel: 15.915733337402344 (17.342654081491325) | > loss_duration: 2.341473340988159 (2.386701785601102) | > loss_1: 31.31512451171875 (31.983190243060772)  --> STEP: 14 | > loss_disc: 2.4893252849578857 (2.3645301376070296) | > loss_disc_real_0: 0.24334415793418884 (0.19154095969029836) | > loss_disc_real_1: 0.16713814437389374 (0.19569111721856253) | > loss_disc_real_2: 0.18716004490852356 (0.20684013196400233) | > loss_disc_real_3: 0.2913685739040375 (0.255195503788335) | > loss_disc_real_4: 0.28088584542274475 (0.25898103628839764) | > loss_disc_real_5: 0.35957008600234985 (0.2717379650899342) | > loss_0: 2.4893252849578857 (2.3645301376070296) | > loss_gen: 2.6558685302734375 (2.65597631250109) | > loss_kl: 3.82924747467041 (3.3244983639035905) | > loss_feat: 6.623606204986572 (6.3344229970659525) | > loss_mel: 17.692970275878906 (17.367676666804723) | > loss_duration: 2.4022316932678223 (2.3878110647201534) | > loss_1: 33.20392608642578 (32.07038566044399)  --> STEP: 15 | > loss_disc: 2.387256622314453 (2.3660452365875244) | > loss_disc_real_0: 0.26643675565719604 (0.1965340127547582) | > loss_disc_real_1: 0.24933278560638428 (0.19926722844441733) | > loss_disc_real_2: 0.17762596905231476 (0.20489252110322317) | > loss_disc_real_3: 0.26876622438430786 (0.2561002184947332) | > loss_disc_real_4: 0.25791677832603455 (0.25891008575757346) | > loss_disc_real_5: 0.2840811014175415 (0.272560840845108) | > loss_0: 2.387256622314453 (2.3660452365875244) | > loss_gen: 2.8568646907806396 (2.66936887105306) | > loss_kl: 3.4993436336517334 (3.3361547152201334) | > loss_feat: 7.873161792755127 (6.437005583445231) | > loss_mel: 17.243915557861328 (17.359425926208495) | > loss_duration: 2.440730094909668 (2.3913390000661208) | > loss_1: 33.91401672363281 (32.19329439798991)  --> STEP: 16 | > loss_disc: 2.6857573986053467 (2.3860272467136383) | > loss_disc_real_0: 0.2725648880004883 (0.20128594245761633) | > loss_disc_real_1: 0.2088005095720291 (0.19986305851489305) | > loss_disc_real_2: 0.2536185085773468 (0.2079378953203559) | > loss_disc_real_3: 0.2669265568256378 (0.2567768646404147) | > loss_disc_real_4: 0.22868558764457703 (0.25702105462551117) | > loss_disc_real_5: 0.2903037369251251 (0.2736697718501091) | > loss_0: 2.6857573986053467 (2.3860272467136383) | > loss_gen: 2.468806505203247 (2.6568337231874466) | > loss_kl: 2.9182112216949463 (3.3100332468748093) | > loss_feat: 6.382030010223389 (6.433569610118866) | > loss_mel: 15.890172958374023 (17.26759761571884) | > loss_duration: 2.384657859802246 (2.3909214287996288) | > loss_1: 30.043880462646484 (32.058956027030945)  --> STEP: 17 | > loss_disc: 2.4864723682403564 (2.3919357832740333) | > loss_disc_real_0: 0.2583824694156647 (0.2046445616904427) | > loss_disc_real_1: 0.250847727060318 (0.20286215666462393) | > loss_disc_real_2: 0.22604236006736755 (0.20900286383488598) | > loss_disc_real_3: 0.22927424311637878 (0.25515906337429495) | > loss_disc_real_4: 0.2104368358850479 (0.25428080646430745) | > loss_disc_real_5: 0.22093568742275238 (0.270567766883794) | > loss_0: 2.4864723682403564 (2.3919357832740333) | > loss_gen: 2.394977569580078 (2.641430420034072) | > loss_kl: 2.7963922023773193 (3.279819067786722) | > loss_feat: 9.124200820922852 (6.591842034283807) | > loss_mel: 17.845876693725586 (17.30161403207218) | > loss_duration: 2.4725635051727295 (2.3957239038803992) | > loss_1: 34.634010314941406 (32.210429808672735)  --> STEP: 18 | > loss_disc: 2.463966131210327 (2.3959374692704944) | > loss_disc_real_0: 0.30459821224212646 (0.21019754227664736) | > loss_disc_real_1: 0.19243815541267395 (0.20228304548396003) | > loss_disc_real_2: 0.20107021927833557 (0.20856216135952207) | > loss_disc_real_3: 0.25943413376808167 (0.2553965672850609) | > loss_disc_real_4: 0.2856672704219818 (0.25602449890640044) | > loss_disc_real_5: 0.25537219643592834 (0.2697235685255792) | > loss_0: 2.463966131210327 (2.3959374692704944) | > loss_gen: 2.7888293266296387 (2.6496192481782703) | > loss_kl: 3.050042152404785 (3.2670536835988364) | > loss_feat: 7.515684127807617 (6.6431665950351295) | > loss_mel: 15.404945373535156 (17.196243551042343) | > loss_duration: 2.229360342025757 (2.386481483777364) | > loss_1: 30.988862991333008 (32.1425649854872)  --> STEP: 19 | > loss_disc: 2.3335561752319336 (2.3926542432684648) | > loss_disc_real_0: 0.20633727312088013 (0.2099943702158175) | > loss_disc_real_1: 0.19406214356422424 (0.2018503664355529) | > loss_disc_real_2: 0.17546725273132324 (0.2068203240633011) | > loss_disc_real_3: 0.2889787256717682 (0.2571640493054139) | > loss_disc_real_4: 0.23597683012485504 (0.25496935844421387) | > loss_disc_real_5: 0.24234585464000702 (0.2682826362158123) | > loss_0: 2.3335561752319336 (2.3926542432684648) | > loss_gen: 2.658102512359619 (2.6500657357667623) | > loss_kl: 2.6013758182525635 (3.2320180064753483) | > loss_feat: 9.307290077209473 (6.783383620412726) | > loss_mel: 18.00212860107422 (17.238658553675602) | > loss_duration: 2.397674560546875 (2.387070593081022) | > loss_1: 34.96657180786133 (32.29119692350689)  --> STEP: 20 | > loss_disc: 2.5981945991516113 (2.402931261062622) | > loss_disc_real_0: 0.2647530436515808 (0.21273230388760567) | > loss_disc_real_1: 0.18806321918964386 (0.20116100907325746) | > loss_disc_real_2: 0.24280330538749695 (0.20861947312951087) | > loss_disc_real_3: 0.2720358669757843 (0.2579076401889324) | > loss_disc_real_4: 0.32527387142181396 (0.2584845840930939) | > loss_disc_real_5: 0.33784106373786926 (0.27176055759191514) | > loss_0: 2.5981945991516113 (2.402931261062622) | > loss_gen: 2.9191102981567383 (2.663517963886261) | > loss_kl: 2.5933966636657715 (3.200086939334869) | > loss_feat: 5.901791095733643 (6.739303994178772) | > loss_mel: 18.159120559692383 (17.284681653976442) | > loss_duration: 2.318173885345459 (2.383625757694244) | > loss_1: 31.891592025756836 (32.27121667861938)  --> STEP: 21 | > loss_disc: 2.1957454681396484 (2.393065270923433) | > loss_disc_real_0: 0.09084750711917877 (0.206928265946252) | > loss_disc_real_1: 0.20247456431388855 (0.2012235593228113) | > loss_disc_real_2: 0.23048554360866547 (0.2096607145808992) | > loss_disc_real_3: 0.15637384355068207 (0.2530726974918729) | > loss_disc_real_4: 0.2396264672279358 (0.25758657852808636) | > loss_disc_real_5: 0.23654384911060333 (0.27008357147375744) | > loss_0: 2.1957454681396484 (2.393065270923433) | > loss_gen: 2.812525987625122 (2.670613584064302) | > loss_kl: 1.9916291236877441 (3.1425413290659585) | > loss_feat: 6.9882025718688965 (6.751156307402111) | > loss_mel: 16.319856643676758 (17.23873760586693) | > loss_duration: 2.2035446166992188 (2.3750504652659097) | > loss_1: 30.315759658813477 (32.178099677676244)  --> STEP: 22 | > loss_disc: 2.390153408050537 (2.3929329135201196) | > loss_disc_real_0: 0.13134470582008362 (0.2034926495768807) | > loss_disc_real_1: 0.2261965423822403 (0.20235869491642172) | > loss_disc_real_2: 0.19105994701385498 (0.20881522514603354) | > loss_disc_real_3: 0.25552982091903687 (0.2531843849203803) | > loss_disc_real_4: 0.252475380897522 (0.25735425136306067) | > loss_disc_real_5: 0.26793932914733887 (0.26998610591346567) | > loss_0: 2.390153408050537 (2.3929329135201196) | > loss_gen: 2.4135849475860596 (2.658930464224382) | > loss_kl: 2.6318583488464355 (3.1193284663287075) | > loss_feat: 5.829012870788574 (6.70924069664695) | > loss_mel: 15.412260055541992 (17.15571589903398) | > loss_duration: 2.233712673187256 (2.3686260201714258) | > loss_1: 28.520429611206055 (32.011841947382145)  --> STEP: 23 | > loss_disc: 2.692837715148926 (2.405972252721372) | > loss_disc_real_0: 0.35166069865226746 (0.20993473866711493) | > loss_disc_real_1: 0.26230937242507935 (0.20496524611245032) | > loss_disc_real_2: 0.2710801959037781 (0.21152239778767462) | > loss_disc_real_3: 0.30343908071517944 (0.25536937169406726) | > loss_disc_real_4: 0.29756221175193787 (0.2591024235538814) | > loss_disc_real_5: 0.2550102472305298 (0.26933498162290326) | > loss_0: 2.692837715148926 (2.405972252721372) | > loss_gen: 2.7477309703826904 (2.6627913557964824) | > loss_kl: 2.651695728302002 (3.0989966081536333) | > loss_feat: 5.459432125091553 (6.654901193535847) | > loss_mel: 16.571884155273438 (17.130331910174824) | > loss_duration: 2.2858519554138184 (2.36502714779066) | > loss_1: 29.716594696044922 (31.912048588628355)  --> STEP: 24 | > loss_disc: 2.6567845344543457 (2.416422764460246) | > loss_disc_real_0: 0.3732348680496216 (0.21673891072471937) | > loss_disc_real_1: 0.2751235365867615 (0.2078885082155466) | > loss_disc_real_2: 0.18859830498695374 (0.21056722725431123) | > loss_disc_real_3: 0.29438239336013794 (0.25699491426348686) | > loss_disc_real_4: 0.2527754604816437 (0.2588388000925382) | > loss_disc_real_5: 0.2917272746562958 (0.27026799383262795) | > loss_0: 2.6567845344543457 (2.416422764460246) | > loss_gen: 2.5286664962768555 (2.6572028199831643) | > loss_kl: 2.7230384349823 (3.0833316842714944) | > loss_feat: 5.5855326652526855 (6.610344171524048) | > loss_mel: 15.363884925842285 (17.0567299524943) | > loss_duration: 2.3875038623809814 (2.3659636775652566) | > loss_1: 28.588626861572266 (31.77357268333435)  --> STEP: 25 | > loss_disc: 2.38140869140625 (2.415022201538086) | > loss_disc_real_0: 0.18385449051856995 (0.2154235339164734) | > loss_disc_real_1: 0.21739384531974792 (0.20826872169971467) | > loss_disc_real_2: 0.2127474695444107 (0.21065443694591524) | > loss_disc_real_3: 0.23397664725780487 (0.25607418358325956) | > loss_disc_real_4: 0.28329598903656006 (0.2598170876502991) | > loss_disc_real_5: 0.24007350206375122 (0.26906021416187287) | > loss_0: 2.38140869140625 (2.415022201538086) | > loss_gen: 2.5309858322143555 (2.6521541404724123) | > loss_kl: 3.2604594230651855 (3.090416793823242) | > loss_feat: 7.082066059112549 (6.629213047027588) | > loss_mel: 16.46038818359375 (17.03287628173828) | > loss_duration: 2.397681713104248 (2.3672323989868165) | > loss_1: 31.731582641601562 (31.771893081665038)  --> STEP: 26 | > loss_disc: 2.6551973819732666 (2.424259708477901) | > loss_disc_real_0: 0.2718706727027893 (0.2175945777159471) | > loss_disc_real_1: 0.16340087354183197 (0.2065430352321038) | > loss_disc_real_2: 0.21126580238342285 (0.21067795100120398) | > loss_disc_real_3: 0.3766688406467438 (0.2607124396241628) | > loss_disc_real_4: 0.3345162272453308 (0.2626901314808773) | > loss_disc_real_5: 0.35076379776000977 (0.2722026596848781) | > loss_0: 2.6551973819732666 (2.424259708477901) | > loss_gen: 2.713209867477417 (2.6545024376649122) | > loss_kl: 2.4993162155151367 (3.0676821561960073) | > loss_feat: 9.666414260864258 (6.7460284783289985) | > loss_mel: 18.25159454345703 (17.079750061035153) | > loss_duration: 2.2671263217926025 (2.3633821652485776) | > loss_1: 35.39766311645508 (31.91134577531081) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025971577717707707 (+0.0002840757369995117) | > avg_loss_disc: 2.424259708477901 (-0.04141347224895675) | > avg_loss_disc_real_0: 0.2175945777159471 (+0.04795700454941165) | > avg_loss_disc_real_1: 0.2065430352321038 (+0.006910257614575893) | > avg_loss_disc_real_2: 0.21067795100120398 (-0.02529046971064347) | > avg_loss_disc_real_3: 0.2607124396241628 (-0.0005795795183916042) | > avg_loss_disc_real_4: 0.2626901314808773 (+0.044833739216511126) | > avg_loss_disc_real_5: 0.2722026596848781 (+0.059787383446326614) | > avg_loss_0: 2.424259708477901 (-0.04141347224895675) | > avg_loss_gen: 2.6545024376649122 (+0.32122451066970825) | > avg_loss_kl: 3.0676821561960073 (+0.21593190156496478) | > avg_loss_feat: 6.7460284783289985 (-0.06442513832679175) | > avg_loss_mel: 17.079750061035153 (-0.33763859822200004) | > avg_loss_duration: 2.3633821652485776 (+0.010047866747929568) | > avg_loss_1: 31.91134577531081 (+0.14514101468599705)  > EPOCH: 935/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:42:48)   --> TIME: 2024-06-12 08:42:58 -- STEP: 24/330 -- GLOBAL_STEP: 396575 | > loss_disc: 2.3394651412963867 (2.289710958798727) | > loss_disc_real_0: 0.11148808151483536 (0.09899181344856818) | > loss_disc_real_1: 0.2162817120552063 (0.19293574305872122) | > loss_disc_real_2: 0.23209920525550842 (0.2033611380805572) | > loss_disc_real_3: 0.2323857694864273 (0.22308498869339624) | > loss_disc_real_4: 0.22978082299232483 (0.22795958320299783) | > loss_disc_real_5: 0.22369252145290375 (0.2172588761895895) | > loss_0: 2.3394651412963867 (2.289710958798727) | > grad_norm_0: tensor(8.7074, device='cuda:0') (tensor(9.5056, device='cuda:0')) | > loss_gen: 2.5016491413116455 (2.5207506318887076) | > loss_kl: 1.96307373046875 (1.9107329646746318) | > loss_feat: 7.2221574783325195 (6.972284555435181) | > loss_mel: 17.355194091796875 (17.35070411364238) | > loss_duration: 1.9126561880111694 (2.012133558591207) | > loss_1: 30.954730987548828 (30.766605774561565) | > grad_norm_1: tensor(74.5286, device='cuda:0') (tensor(94.3506, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3673 (0.3661690652370453) | > loader_time: 0.003 (0.00312537948290507)  --> TIME: 2024-06-12 08:43:07 -- STEP: 49/330 -- GLOBAL_STEP: 396600 | > loss_disc: 2.2623214721679688 (2.3146860064292447) | > loss_disc_real_0: 0.11649490147829056 (0.10522750567416755) | > loss_disc_real_1: 0.22790269553661346 (0.19402874641272486) | > loss_disc_real_2: 0.21181365847587585 (0.2081654965877533) | > loss_disc_real_3: 0.19549612700939178 (0.22371381703688173) | > loss_disc_real_4: 0.19867216050624847 (0.22897139526143365) | > loss_disc_real_5: 0.19296319782733917 (0.21805978307918628) | > loss_0: 2.2623214721679688 (2.3146860064292447) | > grad_norm_0: tensor(25.1990, device='cuda:0') (tensor(10.0894, device='cuda:0')) | > loss_gen: 2.4810070991516113 (2.5104219864825805) | > loss_kl: 2.0779263973236084 (1.9513935604873969) | > loss_feat: 6.90914249420166 (6.970362468641632) | > loss_mel: 17.588123321533203 (17.289944123248663) | > loss_duration: 1.907670021057129 (1.9800175939287459) | > loss_1: 30.9638671875 (30.702139718191965) | > grad_norm_1: tensor(87.1519, device='cuda:0') (tensor(86.5266, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3633 (0.36443963342783403) | > loader_time: 0.0038 (0.003331145461724729)  --> TIME: 2024-06-12 08:43:16 -- STEP: 74/330 -- GLOBAL_STEP: 396625 | > loss_disc: 2.3307652473449707 (2.3298991080876945) | > loss_disc_real_0: 0.09938191622495651 (0.107128696767865) | > loss_disc_real_1: 0.20167526602745056 (0.19443178478930448) | > loss_disc_real_2: 0.17433713376522064 (0.2080917459081959) | > loss_disc_real_3: 0.22302046418190002 (0.22538550177941452) | > loss_disc_real_4: 0.2747519314289093 (0.23032285313348513) | > loss_disc_real_5: 0.27484947443008423 (0.22155826538801193) | > loss_0: 2.3307652473449707 (2.3298991080876945) | > grad_norm_0: tensor(7.3494, device='cuda:0') (tensor(10.0214, device='cuda:0')) | > loss_gen: 2.554680347442627 (2.500324265376941) | > loss_kl: 2.124019145965576 (1.962308271511181) | > loss_feat: 7.257245063781738 (7.000504809456903) | > loss_mel: 17.72812843322754 (17.292138744044948) | > loss_duration: 1.9122247695922852 (1.9691710955387838) | > loss_1: 31.576297760009766 (30.724447198816247) | > grad_norm_1: tensor(99.2178, device='cuda:0') (tensor(86.3391, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3794 (0.3666634914037344) | > loader_time: 0.0038 (0.003457742768364984)  --> TIME: 2024-06-12 08:43:26 -- STEP: 99/330 -- GLOBAL_STEP: 396650 | > loss_disc: 2.2318994998931885 (2.335306162786003) | > loss_disc_real_0: 0.10141260176897049 (0.10725546176686432) | > loss_disc_real_1: 0.17247699201107025 (0.19494304678054772) | > loss_disc_real_2: 0.18436406552791595 (0.20900013019340202) | > loss_disc_real_3: 0.2306966632604599 (0.22552389929992983) | > loss_disc_real_4: 0.2091236412525177 (0.2307052223971396) | > loss_disc_real_5: 0.19868357479572296 (0.22278384668658477) | > loss_0: 2.2318994998931885 (2.335306162786003) | > grad_norm_0: tensor(7.2341, device='cuda:0') (tensor(9.7360, device='cuda:0')) | > loss_gen: 2.590266227722168 (2.501033655320754) | > loss_kl: 1.8942500352859497 (1.9746061623698534) | > loss_feat: 7.737991809844971 (7.001761701371935) | > loss_mel: 17.701187133789062 (17.238518666739417) | > loss_duration: 1.9979100227355957 (1.9725132313641636) | > loss_1: 31.92160415649414 (30.688433483393506) | > grad_norm_1: tensor(80.7850, device='cuda:0') (tensor(83.7822, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3656 (0.36910543056449513) | > loader_time: 0.0042 (0.0035826943137428975)  --> TIME: 2024-06-12 08:43:36 -- STEP: 124/330 -- GLOBAL_STEP: 396675 | > loss_disc: 2.3251423835754395 (2.3398583531379704) | > loss_disc_real_0: 0.11657273024320602 (0.10877407282110184) | > loss_disc_real_1: 0.18349827826023102 (0.1946700437655372) | > loss_disc_real_2: 0.19459663331508636 (0.2092306238989676) | > loss_disc_real_3: 0.2340998649597168 (0.22641974951951735) | > loss_disc_real_4: 0.21844784915447235 (0.23186186941400652) | > loss_disc_real_5: 0.2240525335073471 (0.22219980195645364) | > loss_0: 2.3251423835754395 (2.3398583531379704) | > grad_norm_0: tensor(10.8220, device='cuda:0') (tensor(9.8194, device='cuda:0')) | > loss_gen: 2.5091118812561035 (2.4932992496798105) | > loss_kl: 1.9947841167449951 (1.994767451478589) | > loss_feat: 7.359172344207764 (6.996727282001126) | > loss_mel: 17.79509735107422 (17.214127555970222) | > loss_duration: 2.00443172454834 (1.978404999740662) | > loss_1: 31.66259765625 (30.677326556174986) | > grad_norm_1: tensor(119.2913, device='cuda:0') (tensor(91.7881, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3709 (0.37314142142572715) | > loader_time: 0.004 (0.0037405164011063115)  --> TIME: 2024-06-12 08:43:46 -- STEP: 149/330 -- GLOBAL_STEP: 396700 | > loss_disc: 2.3747928142547607 (2.339897470986283) | > loss_disc_real_0: 0.13175782561302185 (0.10985479773891052) | > loss_disc_real_1: 0.17684708535671234 (0.19444526101918824) | > loss_disc_real_2: 0.19396217167377472 (0.2093758055027699) | > loss_disc_real_3: 0.23664948344230652 (0.22695688933334093) | > loss_disc_real_4: 0.234736368060112 (0.23114377870255667) | > loss_disc_real_5: 0.22802779078483582 (0.22179580354850564) | > loss_0: 2.3747928142547607 (2.339897470986283) | > grad_norm_0: tensor(25.0347, device='cuda:0') (tensor(11.3555, device='cuda:0')) | > loss_gen: 2.4727184772491455 (2.498712963705894) | > loss_kl: 2.0152759552001953 (2.001674428882215) | > loss_feat: 6.540162086486816 (7.00786226387792) | > loss_mel: 17.37479591369629 (17.17954506330042) | > loss_duration: 2.017961025238037 (1.9836936013010524) | > loss_1: 30.420913696289062 (30.67148837147143) | > grad_norm_1: tensor(312.0821, device='cuda:0') (tensor(118.5103, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3748 (0.3746519200753846) | > loader_time: 0.0045 (0.003839060764184734)  --> TIME: 2024-06-12 08:43:56 -- STEP: 174/330 -- GLOBAL_STEP: 396725 | > loss_disc: 2.278165817260742 (2.339375742550553) | > loss_disc_real_0: 0.11465024203062057 (0.1111584026152375) | > loss_disc_real_1: 0.18878483772277832 (0.19427742800493342) | > loss_disc_real_2: 0.2145397812128067 (0.20932128999767632) | > loss_disc_real_3: 0.22530512511730194 (0.2268600549506045) | > loss_disc_real_4: 0.23365163803100586 (0.23116660606244516) | > loss_disc_real_5: 0.18114367127418518 (0.22158690807463108) | > loss_0: 2.278165817260742 (2.339375742550553) | > grad_norm_0: tensor(19.7597, device='cuda:0') (tensor(12.3639, device='cuda:0')) | > loss_gen: 2.4471216201782227 (2.502445797810609) | > loss_kl: 2.0121591091156006 (2.006307846513289) | > loss_feat: 6.947721481323242 (7.0197809455038485) | > loss_mel: 16.71367645263672 (17.14544887104254) | > loss_duration: 2.0945396423339844 (1.989882406147047) | > loss_1: 30.21521759033203 (30.663865900587762) | > grad_norm_1: tensor(147.0061, device='cuda:0') (tensor(140.5784, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3925 (0.3766794930929425) | > loader_time: 0.0045 (0.003955140881154729)  --> TIME: 2024-06-12 08:44:06 -- STEP: 199/330 -- GLOBAL_STEP: 396750 | > loss_disc: 2.3046324253082275 (2.3446071399516195) | > loss_disc_real_0: 0.13821908831596375 (0.1128322121186472) | > loss_disc_real_1: 0.22281135618686676 (0.1946183761310337) | > loss_disc_real_2: 0.20294342935085297 (0.20974865877748133) | > loss_disc_real_3: 0.25715041160583496 (0.22758825902064242) | > loss_disc_real_4: 0.230423703789711 (0.23121107725342313) | > loss_disc_real_5: 0.2200305461883545 (0.22151628855484815) | > loss_0: 2.3046324253082275 (2.3446071399516195) | > grad_norm_0: tensor(16.7384, device='cuda:0') (tensor(13.7835, device='cuda:0')) | > loss_gen: 2.4349186420440674 (2.5032416791772127) | > loss_kl: 1.9681528806686401 (2.0147588504618756) | > loss_feat: 6.316835880279541 (7.029670296002872) | > loss_mel: 16.40355682373047 (17.121452580744297) | > loss_duration: 2.1359825134277344 (1.9992450547577747) | > loss_1: 29.25944709777832 (30.668368516854905) | > grad_norm_1: tensor(216.3152, device='cuda:0') (tensor(167.1043, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.3808 (0.3790519860521633) | > loader_time: 0.0048 (0.004100352675471473)  --> TIME: 2024-06-12 08:44:16 -- STEP: 224/330 -- GLOBAL_STEP: 396775 | > loss_disc: 2.419530153274536 (2.3482112533279818) | > loss_disc_real_0: 0.11178666353225708 (0.11412102449685335) | > loss_disc_real_1: 0.18306739628314972 (0.1947514619013028) | > loss_disc_real_2: 0.21321982145309448 (0.2102239105983504) | > loss_disc_real_3: 0.22600172460079193 (0.2278549331240356) | > loss_disc_real_4: 0.2053786963224411 (0.23112515340160047) | > loss_disc_real_5: 0.19744181632995605 (0.22114564145782165) | > loss_0: 2.419530153274536 (2.3482112533279818) | > grad_norm_0: tensor(10.8539, device='cuda:0') (tensor(14.9879, device='cuda:0')) | > loss_gen: 2.4620487689971924 (2.502149670251779) | > loss_kl: 2.0257959365844727 (2.0202874557248194) | > loss_feat: 7.317535877227783 (7.040578580328396) | > loss_mel: 16.871742248535156 (17.086999092783266) | > loss_duration: 2.113894462585449 (2.007690968790225) | > loss_1: 30.791019439697266 (30.657705817903793) | > grad_norm_1: tensor(190.5476, device='cuda:0') (tensor(187.4384, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.4001 (0.38178253173828125) | > loader_time: 0.0055 (0.004240995006901878)  --> TIME: 2024-06-12 08:44:27 -- STEP: 249/330 -- GLOBAL_STEP: 396800 | > loss_disc: 2.4039883613586426 (2.3554704026524793) | > loss_disc_real_0: 0.11277759820222855 (0.11646920541323812) | > loss_disc_real_1: 0.19727951288223267 (0.19513529724624734) | > loss_disc_real_2: 0.2066635936498642 (0.21048431768714185) | > loss_disc_real_3: 0.24403426051139832 (0.2277838538090388) | > loss_disc_real_4: 0.24907787144184113 (0.23150919359850597) | > loss_disc_real_5: 0.2224588543176651 (0.22121514727073502) | > loss_0: 2.4039883613586426 (2.3554704026524793) | > grad_norm_0: tensor(24.1560, device='cuda:0') (tensor(16.2994, device='cuda:0')) | > loss_gen: 2.4380974769592285 (2.4983726409544436) | > loss_kl: 2.141256809234619 (2.025687098503114) | > loss_feat: 6.361970901489258 (7.020389621995061) | > loss_mel: 16.681869506835938 (17.040787164465993) | > loss_duration: 2.099170207977295 (2.0171279423686865) | > loss_1: 29.72236442565918 (30.60236449030987) | > grad_norm_1: tensor(464.2994, device='cuda:0') (tensor(204.6975, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.4122 (0.38511705302809135) | > loader_time: 0.0054 (0.004366722451635154)  --> TIME: 2024-06-12 08:44:38 -- STEP: 274/330 -- GLOBAL_STEP: 396825 | > loss_disc: 2.3656790256500244 (2.3590539023823975) | > loss_disc_real_0: 0.09905931353569031 (0.11766757620294599) | > loss_disc_real_1: 0.22407031059265137 (0.19554133756752426) | > loss_disc_real_2: 0.2306489795446396 (0.21047937690559093) | > loss_disc_real_3: 0.2540287375450134 (0.22792742156634369) | > loss_disc_real_4: 0.24697920680046082 (0.23161379220711925) | > loss_disc_real_5: 0.19487494230270386 (0.22083303435658017) | > loss_0: 2.3656790256500244 (2.3590539023823975) | > grad_norm_0: tensor(33.6220, device='cuda:0') (tensor(17.3876, device='cuda:0')) | > loss_gen: 2.667313575744629 (2.4945282883887754) | > loss_kl: 2.106072187423706 (2.032371698939888) | > loss_feat: 7.517395973205566 (7.01529283767199) | > loss_mel: 16.80036163330078 (16.99088701540538) | > loss_duration: 2.127645254135132 (2.026583049854223) | > loss_1: 31.21879005432129 (30.55966290244221) | > grad_norm_1: tensor(681.4321, device='cuda:0') (tensor(220.6005, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.443 (0.38943922954754234) | > loader_time: 0.0065 (0.00450097818444245)  --> TIME: 2024-06-12 08:44:50 -- STEP: 299/330 -- GLOBAL_STEP: 396850 | > loss_disc: 2.3202695846557617 (2.3630804058700097) | > loss_disc_real_0: 0.13532647490501404 (0.11951993936579362) | > loss_disc_real_1: 0.18240933120250702 (0.19592771856083108) | > loss_disc_real_2: 0.20463170111179352 (0.21066991715726247) | > loss_disc_real_3: 0.22329799830913544 (0.2282330754110247) | > loss_disc_real_4: 0.24673721194267273 (0.23192435004639386) | > loss_disc_real_5: 0.22828209400177002 (0.2206820164835174) | > loss_0: 2.3202695846557617 (2.3630804058700097) | > grad_norm_0: tensor(34.3170, device='cuda:0') (tensor(18.5681, device='cuda:0')) | > loss_gen: 2.5967798233032227 (2.4934189263793547) | > loss_kl: 2.0995333194732666 (2.0380964630024887) | > loss_feat: 7.401589870452881 (7.015552925824324) | > loss_mel: 18.073993682861328 (16.946009498774817) | > loss_duration: 2.2008471488952637 (2.0377965519659496) | > loss_1: 32.372745513916016 (30.530874411796646) | > grad_norm_1: tensor(679.7307, device='cuda:0') (tensor(239.6567, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.4634 (0.39510209504577226) | > loader_time: 0.0069 (0.004662630948733326)  --> TIME: 2024-06-12 08:45:03 -- STEP: 324/330 -- GLOBAL_STEP: 396875 | > loss_disc: 2.369899272918701 (2.367770688769258) | > loss_disc_real_0: 0.13662000000476837 (0.12083373772969216) | > loss_disc_real_1: 0.19013671576976776 (0.1965061331420768) | > loss_disc_real_2: 0.1654694378376007 (0.2108241603422312) | > loss_disc_real_3: 0.21888065338134766 (0.2283618249642996) | > loss_disc_real_4: 0.24201391637325287 (0.23246611351216281) | > loss_disc_real_5: 0.20676074922084808 (0.22121487585482774) | > loss_0: 2.369899272918701 (2.367770688769258) | > grad_norm_0: tensor(20.0836, device='cuda:0') (tensor(19.1435, device='cuda:0')) | > loss_gen: 2.478961706161499 (2.4879408029862398) | > loss_kl: 2.2241761684417725 (2.0422763817104292) | > loss_feat: 9.12601089477539 (7.051458788506782) | > loss_mel: 17.575843811035156 (16.90699366875637) | > loss_duration: 2.260972023010254 (2.0527403954370516) | > loss_1: 33.66596603393555 (30.541410092954283) | > grad_norm_1: tensor(312.0534, device='cuda:0') (tensor(250.0391, device='cuda:0')) | > current_lr_0: 0.00017793797975812947 | > current_lr_1: 0.00017793797975812947 | > step_time: 0.5821 (0.4051387464558637) | > loader_time: 0.0084 (0.0049042289639696654)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3998188972473145 (2.3998188972473145) | > loss_disc_real_0: 0.2180197387933731 (0.2180197387933731) | > loss_disc_real_1: 0.20706072449684143 (0.20706072449684143) | > loss_disc_real_2: 0.23509298264980316 (0.23509298264980316) | > loss_disc_real_3: 0.2194797843694687 (0.2194797843694687) | > loss_disc_real_4: 0.2683224380016327 (0.2683224380016327) | > loss_disc_real_5: 0.22105243802070618 (0.22105243802070618) | > loss_0: 2.3998188972473145 (2.3998188972473145) | > loss_gen: 2.5778958797454834 (2.5778958797454834) | > loss_kl: 1.751343846321106 (1.751343846321106) | > loss_feat: 7.26580286026001 (7.26580286026001) | > loss_mel: 16.989927291870117 (16.989927291870117) | > loss_duration: 3.068835735321045 (3.068835735321045) | > loss_1: 31.653806686401367 (31.653806686401367)  --> STEP: 1 | > loss_disc: 2.3485193252563477 (2.3485193252563477) | > loss_disc_real_0: 0.11361589282751083 (0.11361589282751083) | > loss_disc_real_1: 0.1613054871559143 (0.1613054871559143) | > loss_disc_real_2: 0.125889852643013 (0.125889852643013) | > loss_disc_real_3: 0.2522127628326416 (0.2522127628326416) | > loss_disc_real_4: 0.21483823657035828 (0.21483823657035828) | > loss_disc_real_5: 0.17552267014980316 (0.17552267014980316) | > loss_0: 2.3485193252563477 (2.3485193252563477) | > loss_gen: 2.105114221572876 (2.105114221572876) | > loss_kl: 2.743644952774048 (2.743644952774048) | > loss_feat: 6.243485450744629 (6.243485450744629) | > loss_mel: 16.058778762817383 (16.058778762817383) | > loss_duration: 2.5338544845581055 (2.5338544845581055) | > loss_1: 29.684879302978516 (29.684879302978516)  --> STEP: 2 | > loss_disc: 2.4811549186706543 (2.414837121963501) | > loss_disc_real_0: 0.1210198849439621 (0.11731788888573647) | > loss_disc_real_1: 0.23964868485927582 (0.20047708600759506) | > loss_disc_real_2: 0.28838664293289185 (0.20713824778795242) | > loss_disc_real_3: 0.2796195447444916 (0.2659161537885666) | > loss_disc_real_4: 0.20258387923240662 (0.20871105790138245) | > loss_disc_real_5: 0.20412355661392212 (0.18982311338186264) | > loss_0: 2.4811549186706543 (2.414837121963501) | > loss_gen: 2.3206002712249756 (2.212857246398926) | > loss_kl: 2.9840261936187744 (2.863835573196411) | > loss_feat: 5.551584720611572 (5.897535085678101) | > loss_mel: 16.915679931640625 (16.487229347229004) | > loss_duration: 2.600902557373047 (2.567378520965576) | > loss_1: 30.372793197631836 (30.028836250305176)  --> STEP: 3 | > loss_disc: 2.3875105381011963 (2.405728260676066) | > loss_disc_real_0: 0.1316947638988495 (0.12211018055677414) | > loss_disc_real_1: 0.1517218053340912 (0.18422532578309378) | > loss_disc_real_2: 0.20321349799633026 (0.2058299978574117) | > loss_disc_real_3: 0.2039128988981247 (0.24524840215841928) | > loss_disc_real_4: 0.20312447845935822 (0.20684886475404105) | > loss_disc_real_5: 0.1902591586112976 (0.1899684617916743) | > loss_0: 2.3875105381011963 (2.405728260676066) | > loss_gen: 2.222842216491699 (2.2161855697631836) | > loss_kl: 3.6862199306488037 (3.1379636923472085) | > loss_feat: 4.954254150390625 (5.583108107248942) | > loss_mel: 16.52094078063965 (16.49846649169922) | > loss_duration: 2.375746250152588 (2.5035010973612466) | > loss_1: 29.7600040435791 (29.939225514729817)  --> STEP: 4 | > loss_disc: 2.294379711151123 (2.3778911232948303) | > loss_disc_real_0: 0.1343984454870224 (0.1251822467893362) | > loss_disc_real_1: 0.1700829416513443 (0.1806897297501564) | > loss_disc_real_2: 0.19028140604496002 (0.20194284990429878) | > loss_disc_real_3: 0.1782461255788803 (0.22849783301353455) | > loss_disc_real_4: 0.10461562126874924 (0.1812905538827181) | > loss_disc_real_5: 0.1083080843091011 (0.169553367421031) | > loss_0: 2.294379711151123 (2.3778911232948303) | > loss_gen: 2.1555018424987793 (2.2010146379470825) | > loss_kl: 3.824249744415283 (3.3095352053642273) | > loss_feat: 9.276674270629883 (6.506499648094177) | > loss_mel: 18.18529510498047 (16.92017364501953) | > loss_duration: 2.5034918785095215 (2.5034987926483154) | > loss_1: 35.94520950317383 (31.44072151184082)  --> STEP: 5 | > loss_disc: 2.4206223487854004 (2.3864373683929445) | > loss_disc_real_0: 0.20984014868736267 (0.1421138271689415) | > loss_disc_real_1: 0.28203654289245605 (0.20095909237861634) | > loss_disc_real_2: 0.24153302609920502 (0.20986088514328002) | > loss_disc_real_3: 0.24426859617233276 (0.23165198564529418) | > loss_disc_real_4: 0.18464533984661102 (0.18196151107549668) | > loss_disc_real_5: 0.21538864076137543 (0.17872042208909988) | > loss_0: 2.4206223487854004 (2.3864373683929445) | > loss_gen: 2.562422275543213 (2.2732961654663084) | > loss_kl: 2.6451938152313232 (3.1766669273376467) | > loss_feat: 4.825777530670166 (6.170355224609375) | > loss_mel: 18.3182315826416 (17.199785232543945) | > loss_duration: 2.301413059234619 (2.463081645965576) | > loss_1: 30.653038024902344 (31.283184814453126)  --> STEP: 6 | > loss_disc: 2.3629162311553955 (2.382517178853353) | > loss_disc_real_0: 0.15961310267448425 (0.14503037308653197) | > loss_disc_real_1: 0.16251680254936218 (0.19455204407374063) | > loss_disc_real_2: 0.2204250544309616 (0.2116215800245603) | > loss_disc_real_3: 0.24084720015525818 (0.23318452139695486) | > loss_disc_real_4: 0.17824818193912506 (0.1813426228861014) | > loss_disc_real_5: 0.14261755347251892 (0.17270327731966972) | > loss_0: 2.3629162311553955 (2.382517178853353) | > loss_gen: 2.1492819786071777 (2.25262713432312) | > loss_kl: 2.8679795265197754 (3.1252190272013345) | > loss_feat: 5.719303607940674 (6.095179955164592) | > loss_mel: 17.661468505859375 (17.276732444763184) | > loss_duration: 2.2022488117218018 (2.4196095069249473) | > loss_1: 30.600284576416016 (31.169368108113606)  --> STEP: 7 | > loss_disc: 2.3673484325408936 (2.3803502150944302) | > loss_disc_real_0: 0.16345518827438354 (0.14766248954193933) | > loss_disc_real_1: 0.1807580143213272 (0.19258146839482443) | > loss_disc_real_2: 0.2864453196525574 (0.22231068568570272) | > loss_disc_real_3: 0.2613770365715027 (0.2372120235647474) | > loss_disc_real_4: 0.2592463195323944 (0.19247172240700042) | > loss_disc_real_5: 0.20205381512641907 (0.17689621129206248) | > loss_0: 2.3673484325408936 (2.3803502150944302) | > loss_gen: 2.528791904449463 (2.2920792443411693) | > loss_kl: 4.279541492462158 (3.2901222365243092) | > loss_feat: 5.56484842300415 (6.0194183077131) | > loss_mel: 16.1605167388916 (17.1172730582101) | > loss_duration: 2.4900364875793457 (2.42967050416129) | > loss_1: 31.023733139038086 (31.148563112531388)  --> STEP: 8 | > loss_disc: 2.445901393890381 (2.388544112443924) | > loss_disc_real_0: 0.09977065026760101 (0.14167600963264704) | > loss_disc_real_1: 0.22362414002418518 (0.19646180234849453) | > loss_disc_real_2: 0.2192738801240921 (0.2219310849905014) | > loss_disc_real_3: 0.2815839648246765 (0.24275851622223854) | > loss_disc_real_4: 0.21771739423274994 (0.1956274313852191) | > loss_disc_real_5: 0.19424812495708466 (0.17906520050019026) | > loss_0: 2.445901393890381 (2.388544112443924) | > loss_gen: 2.6746973991394043 (2.3399065136909485) | > loss_kl: 3.943977117538452 (3.3718540966510773) | > loss_feat: 10.312434196472168 (6.556045293807983) | > loss_mel: 19.10146141052246 (17.365296602249146) | > loss_duration: 2.3331680297851562 (2.417607694864273) | > loss_1: 38.36573791503906 (32.05070996284485)  --> STEP: 9 | > loss_disc: 2.313365936279297 (2.3801909817589655) | > loss_disc_real_0: 0.14477749168872833 (0.1420206187499894) | > loss_disc_real_1: 0.14783063530921936 (0.19105833934413063) | > loss_disc_real_2: 0.23449434340000153 (0.22332700259155697) | > loss_disc_real_3: 0.19010090827941895 (0.23690767089525858) | > loss_disc_real_4: 0.14664284884929657 (0.1901846999923388) | > loss_disc_real_5: 0.16094164550304413 (0.177051472167174) | > loss_0: 2.313365936279297 (2.3801909817589655) | > loss_gen: 2.312638282775879 (2.336876710255941) | > loss_kl: 3.078519105911255 (3.3392613199022083) | > loss_feat: 10.536294937133789 (6.998295254177517) | > loss_mel: 18.02300262451172 (17.43837504916721) | > loss_duration: 2.1579627990722656 (2.3887582619984946) | > loss_1: 36.10841751098633 (32.501566357082794)  --> STEP: 10 | > loss_disc: 2.3940086364746094 (2.3815727472305297) | > loss_disc_real_0: 0.11954505741596222 (0.13977306261658667) | > loss_disc_real_1: 0.20358003675937653 (0.19231050908565522) | > loss_disc_real_2: 0.17092838883399963 (0.21808714121580125) | > loss_disc_real_3: 0.18767370283603668 (0.2319842740893364) | > loss_disc_real_4: 0.2225324660539627 (0.1934194765985012) | > loss_disc_real_5: 0.2568197548389435 (0.18502830043435098) | > loss_0: 2.3940086364746094 (2.3815727472305297) | > loss_gen: 2.395655393600464 (2.342754578590393) | > loss_kl: 2.6769087314605713 (3.2730260610580446) | > loss_feat: 7.542855739593506 (7.052751302719116) | > loss_mel: 17.218271255493164 (17.416364669799805) | > loss_duration: 2.4102988243103027 (2.390912318229675) | > loss_1: 32.243988037109375 (32.47580852508545)  --> STEP: 11 | > loss_disc: 2.2393205165863037 (2.368640726262873) | > loss_disc_real_0: 0.1481930911540985 (0.14053851975636047) | > loss_disc_real_1: 0.15673020482063293 (0.1890759359706532) | > loss_disc_real_2: 0.17205314338207245 (0.2139022323218259) | > loss_disc_real_3: 0.24887824058532715 (0.23352008922533554) | > loss_disc_real_4: 0.16897918283939362 (0.1911976317113096) | > loss_disc_real_5: 0.19384758174419403 (0.18583005328070035) | > loss_0: 2.2393205165863037 (2.368640726262873) | > loss_gen: 2.289311408996582 (2.3378961086273193) | > loss_kl: 3.571889638900757 (3.300195477225564) | > loss_feat: 5.634192943572998 (6.923791451887651) | > loss_mel: 13.51993179321289 (17.062143499200996) | > loss_duration: 2.5606579780578613 (2.4063437418504194) | > loss_1: 27.57598114013672 (32.03036967190829)  --> STEP: 12 | > loss_disc: 2.477210283279419 (2.377688189347585) | > loss_disc_real_0: 0.18150004744529724 (0.1439519803971052) | > loss_disc_real_1: 0.17231500148773193 (0.18767919143040976) | > loss_disc_real_2: 0.23090188205242157 (0.21531886979937553) | > loss_disc_real_3: 0.24028390645980835 (0.2340837406615416) | > loss_disc_real_4: 0.21145495772361755 (0.19288574221233526) | > loss_disc_real_5: 0.2295641005039215 (0.18947455721596876) | > loss_0: 2.477210283279419 (2.377688189347585) | > loss_gen: 2.5238959789276123 (2.3533960978190103) | > loss_kl: 2.9218645095825195 (3.2686678965886435) | > loss_feat: 5.8966064453125 (6.838192701339722) | > loss_mel: 16.618343353271484 (17.02516015370687) | > loss_duration: 2.303852081298828 (2.397802770137787) | > loss_1: 30.26456069946289 (31.88321892420451)  --> STEP: 13 | > loss_disc: 2.5792410373687744 (2.393192254579984) | > loss_disc_real_0: 0.1505768895149231 (0.14446158879078347) | > loss_disc_real_1: 0.2088642567396164 (0.18930881183881026) | > loss_disc_real_2: 0.1763269454240799 (0.21231949100127587) | > loss_disc_real_3: 0.26456308364868164 (0.23642830550670624) | > loss_disc_real_4: 0.2197362184524536 (0.19495116346157515) | > loss_disc_real_5: 0.20388191938400269 (0.19058281584427908) | > loss_0: 2.5792410373687744 (2.393192254579984) | > loss_gen: 2.0939128398895264 (2.33343584720905) | > loss_kl: 2.2260332107543945 (3.1884652284475474) | > loss_feat: 5.33644437789917 (6.722673599536602) | > loss_mel: 12.813112258911133 (16.701156469491814) | > loss_duration: 2.336883068084717 (2.3931166392106276) | > loss_1: 24.806385040283203 (31.338847086979793)  --> STEP: 14 | > loss_disc: 2.434264898300171 (2.396126014845712) | > loss_disc_real_0: 0.18873795866966248 (0.14762418663927482) | > loss_disc_real_1: 0.18724365532398224 (0.1891613006591797) | > loss_disc_real_2: 0.21365486085414886 (0.21241487456219538) | > loss_disc_real_3: 0.24191100895404816 (0.23681992718151637) | > loss_disc_real_4: 0.20242182910442352 (0.19548478243606432) | > loss_disc_real_5: 0.18216580152511597 (0.18998160053576743) | > loss_0: 2.434264898300171 (2.396126014845712) | > loss_gen: 2.30857515335083 (2.3316600833620345) | > loss_kl: 4.205194473266602 (3.2610887459346225) | > loss_feat: 6.965496063232422 (6.7400180612291605) | > loss_mel: 18.132883071899414 (16.80342265537807) | > loss_duration: 2.3841400146484375 (2.3924754517418996) | > loss_1: 33.99628829956055 (31.528664316449845)  --> STEP: 15 | > loss_disc: 2.3082656860351562 (2.390268659591675) | > loss_disc_real_0: 0.1333654224872589 (0.14667360236247376) | > loss_disc_real_1: 0.17107973992824554 (0.1879558632771174) | > loss_disc_real_2: 0.20640882849693298 (0.21201447149117789) | > loss_disc_real_3: 0.19657722115516663 (0.23413708011309306) | > loss_disc_real_4: 0.191668301820755 (0.1952303503950437) | > loss_disc_real_5: 0.2096063494682312 (0.191289917131265) | > loss_0: 2.3082656860351562 (2.390268659591675) | > loss_gen: 2.3539888858795166 (2.3331486701965334) | > loss_kl: 3.890901565551758 (3.3030762672424316) | > loss_feat: 8.481855392456055 (6.856140549977621) | > loss_mel: 17.281238555908203 (16.835277048746747) | > loss_duration: 2.367856502532959 (2.390834188461304) | > loss_1: 34.37583923339844 (31.718475977579754)  --> STEP: 16 | > loss_disc: 2.319403648376465 (2.385839596390724) | > loss_disc_real_0: 0.10072736442089081 (0.1438019624911248) | > loss_disc_real_1: 0.17612190544605255 (0.18721624091267586) | > loss_disc_real_2: 0.21344326436519623 (0.21210377104580402) | > loss_disc_real_3: 0.2896789610385895 (0.23760844767093658) | > loss_disc_real_4: 0.20032356679439545 (0.19554867642000318) | > loss_disc_real_5: 0.11698799580335617 (0.1866460470482707) | > loss_0: 2.319403648376465 (2.385839596390724) | > loss_gen: 2.2470195293426514 (2.3277655988931656) | > loss_kl: 3.196428060531616 (3.2964107543230057) | > loss_feat: 6.721009731292725 (6.8476948738098145) | > loss_mel: 15.976921081542969 (16.78162980079651) | > loss_duration: 2.465872049331665 (2.3955240547657013) | > loss_1: 30.607250213623047 (31.64902436733246)  --> STEP: 17 | > loss_disc: 2.565075397491455 (2.396382878808414) | > loss_disc_real_0: 0.1857001781463623 (0.14626656341202113) | > loss_disc_real_1: 0.1850396692752838 (0.18708820728694692) | > loss_disc_real_2: 0.14951346814632416 (0.2084219885223052) | > loss_disc_real_3: 0.23075225949287415 (0.23720514248399174) | > loss_disc_real_4: 0.2546653747558594 (0.19902612926328883) | > loss_disc_real_5: 0.24595363438129425 (0.19013472865609563) | > loss_0: 2.565075397491455 (2.396382878808414) | > loss_gen: 1.9162039756774902 (2.3035560916451847) | > loss_kl: 2.6887435913085938 (3.2606656270868637) | > loss_feat: 4.169436454772949 (6.690150260925293) | > loss_mel: 15.475942611694336 (16.704824672025794) | > loss_duration: 2.4400651454925537 (2.3981441189261044) | > loss_1: 26.690391540527344 (31.357340083402747)  --> STEP: 18 | > loss_disc: 2.2993998527526855 (2.3909949329164295) | > loss_disc_real_0: 0.16084842383861542 (0.14707666676905415) | > loss_disc_real_1: 0.13662083446979523 (0.18428446435266072) | > loss_disc_real_2: 0.18758508563041687 (0.2072643828060892) | > loss_disc_real_3: 0.17730450630187988 (0.2338773293627633) | > loss_disc_real_4: 0.18738389015197754 (0.19837933820154932) | > loss_disc_real_5: 0.20985940098762512 (0.19123054378562504) | > loss_0: 2.2993998527526855 (2.3909949329164295) | > loss_gen: 2.4884355068206787 (2.3138271702660456) | > loss_kl: 2.767411708831787 (3.2332626316282482) | > loss_feat: 10.260604858398438 (6.888508849673801) | > loss_mel: 17.278614044189453 (16.736701859368218) | > loss_duration: 2.2151424884796143 (2.387977361679077) | > loss_1: 35.01020812988281 (31.560277197096084)  --> STEP: 19 | > loss_disc: 2.3733601570129395 (2.3900667868162455) | > loss_disc_real_0: 0.17079493403434753 (0.14832499662512222) | > loss_disc_real_1: 0.25011900067329407 (0.1877494399484835) | > loss_disc_real_2: 0.21226303279399872 (0.2075274696475581) | > loss_disc_real_3: 0.272078275680542 (0.23588790548475166) | > loss_disc_real_4: 0.22544299066066742 (0.19980374096255554) | > loss_disc_real_5: 0.22920292615890503 (0.19322909022632398) | > loss_0: 2.3733601570129395 (2.3900667868162455) | > loss_gen: 2.5782835483551025 (2.327745927007575) | > loss_kl: 2.3862509727478027 (3.1886830706345406) | > loss_feat: 6.95343542098999 (6.891926037637811) | > loss_mel: 16.663066864013672 (16.732826333296927) | > loss_duration: 2.4209423065185547 (2.389712358775892) | > loss_1: 31.00197982788086 (31.530893125032122)  --> STEP: 20 | > loss_disc: 2.47990083694458 (2.3945584893226624) | > loss_disc_real_0: 0.23932839930057526 (0.15287516675889487) | > loss_disc_real_1: 0.17975325882434845 (0.18734963089227674) | > loss_disc_real_2: 0.20871110260486603 (0.2075866512954235) | > loss_disc_real_3: 0.18017694354057312 (0.23310235738754273) | > loss_disc_real_4: 0.19602981209754944 (0.19961504451930523) | > loss_disc_real_5: 0.21859921514987946 (0.19449759647250175) | > loss_0: 2.47990083694458 (2.3945584893226624) | > loss_gen: 2.3146584033966064 (2.3270915508270265) | > loss_kl: 2.0798230171203613 (3.1332400679588317) | > loss_feat: 7.341760158538818 (6.914417743682861) | > loss_mel: 19.78258514404297 (16.88531427383423) | > loss_duration: 2.3397326469421387 (2.387213373184204) | > loss_1: 33.858558654785156 (31.647276401519775)  --> STEP: 21 | > loss_disc: 2.574655532836914 (2.4031345390138172) | > loss_disc_real_0: 0.08531855046749115 (0.1496581850307328) | > loss_disc_real_1: 0.2610231339931488 (0.19085789294469924) | > loss_disc_real_2: 0.28736427426338196 (0.21138558572246915) | > loss_disc_real_3: 0.20880712568759918 (0.23194544159230732) | > loss_disc_real_4: 0.20802965760231018 (0.2000157403804007) | > loss_disc_real_5: 0.20864947140216827 (0.19517149527867636) | > loss_0: 2.574655532836914 (2.4031345390138172) | > loss_gen: 2.384456157684326 (2.329823198772612) | > loss_kl: 3.0594875812530518 (3.129728044782366) | > loss_feat: 7.262501239776611 (6.930993148258755) | > loss_mel: 16.11696434020996 (16.84872618175688) | > loss_duration: 2.132781505584717 (2.375097569965181) | > loss_1: 30.956192016601562 (31.614367621285574)  --> STEP: 22 | > loss_disc: 2.469867706298828 (2.4061678647994995) | > loss_disc_real_0: 0.08602307736873627 (0.14676568013700567) | > loss_disc_real_1: 0.16304008662700653 (0.18959344720298593) | > loss_disc_real_2: 0.22423012554645538 (0.21196942844174124) | > loss_disc_real_3: 0.2259506732225418 (0.23167295212095435) | > loss_disc_real_4: 0.21633313596248627 (0.2007574401795864) | > loss_disc_real_5: 0.23212437331676483 (0.19685117155313492) | > loss_0: 2.469867706298828 (2.4061678647994995) | > loss_gen: 2.211475372314453 (2.324443752115423) | > loss_kl: 2.2604868412017822 (3.0902170809832485) | > loss_feat: 8.9259614944458 (7.021673527630893) | > loss_mel: 18.527164459228516 (16.925018830732864) | > loss_duration: 2.2134857177734375 (2.367751576683738) | > loss_1: 34.138572692871094 (31.729104215448555)  --> STEP: 23 | > loss_disc: 2.2873055934906006 (2.400999939959982) | > loss_disc_real_0: 0.17277729511260986 (0.14789661991855366) | > loss_disc_real_1: 0.20992395281791687 (0.19047738222972208) | > loss_disc_real_2: 0.1891968548297882 (0.21097931654556937) | > loss_disc_real_3: 0.2690533995628357 (0.23329818896625354) | > loss_disc_real_4: 0.17189627885818481 (0.1995026070786559) | > loss_disc_real_5: 0.22624212503433228 (0.19812903909579568) | > loss_0: 2.2873055934906006 (2.400999939959982) | > loss_gen: 2.6128082275390625 (2.3369813380034072) | > loss_kl: 2.5267422199249268 (3.065718173980713) | > loss_feat: 7.281981468200684 (7.032991264177405) | > loss_mel: 15.94178581237793 (16.882269569065258) | > loss_duration: 2.269777536392212 (2.3634918358014976) | > loss_1: 30.633094787597656 (31.68145163162895)  --> STEP: 24 | > loss_disc: 2.690192937850952 (2.413049648205439) | > loss_disc_real_0: 0.2562185227870941 (0.15241003253807617) | > loss_disc_real_1: 0.21080484986305237 (0.1913243600477775) | > loss_disc_real_2: 0.3081492781639099 (0.21502806494633356) | > loss_disc_real_3: 0.2711451053619385 (0.23487514381607374) | > loss_disc_real_4: 0.26132965087890625 (0.20207873390366635) | > loss_disc_real_5: 0.2262675017118454 (0.1993014750381311) | > loss_0: 2.690192937850952 (2.413049648205439) | > loss_gen: 2.5503957271575928 (2.345873604218165) | > loss_kl: 2.334491014480591 (3.0352503756682077) | > loss_feat: 4.906932353973389 (6.944405476252238) | > loss_mel: 17.09317398071289 (16.891057252883908) | > loss_duration: 2.402454376220703 (2.365115274985631) | > loss_1: 29.28744888305664 (31.581701517105103)  --> STEP: 25 | > loss_disc: 2.408177614212036 (2.412854766845703) | > loss_disc_real_0: 0.1389048993587494 (0.15186982721090309) | > loss_disc_real_1: 0.16127130389213562 (0.19012223780155182) | > loss_disc_real_2: 0.2110704928636551 (0.21486976206302644) | > loss_disc_real_3: 0.23586328327655792 (0.2349146693944931) | > loss_disc_real_4: 0.23894701898097992 (0.20355346530675889) | > loss_disc_real_5: 0.2594120502471924 (0.20170589804649353) | > loss_0: 2.408177614212036 (2.412854766845703) | > loss_gen: 2.371149778366089 (2.346884651184082) | > loss_kl: 2.980095386505127 (3.0330441761016846) | > loss_feat: 8.117631912231445 (6.991334533691406) | > loss_mel: 15.834626197814941 (16.84880001068115) | > loss_duration: 2.4407825469970703 (2.3681419658660885) | > loss_1: 31.744285583496094 (31.58820487976074)  --> STEP: 26 | > loss_disc: 4.142098426818848 (2.479364138383132) | > loss_disc_real_0: 0.8149199485778809 (0.17737175495578686) | > loss_disc_real_1: 0.30056333541870117 (0.19436997232528833) | > loss_disc_real_2: 0.1607440561056137 (0.21278800414158747) | > loss_disc_real_3: 0.19572146236896515 (0.23340723835504973) | > loss_disc_real_4: 0.34455397725105286 (0.20897656192000097) | > loss_disc_real_5: 0.37710943818092346 (0.2084521880516639) | > loss_0: 4.142098426818848 (2.479364138383132) | > loss_gen: 2.045822858810425 (2.3353053514774027) | > loss_kl: 2.3875770568847656 (3.0082185176702647) | > loss_feat: 11.583610534667969 (7.167960533728967) | > loss_mel: 19.192094802856445 (16.938926733457123) | > loss_duration: 2.285533905029297 (2.3649647327569814) | > loss_1: 37.4946403503418 (31.81537547478309) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026691601826594425 (+7.200241088867188e-05) | > avg_loss_disc: 2.479364138383132 (+0.05510442990523101) | > avg_loss_disc_real_0: 0.17737175495578686 (-0.04022282276016023) | > avg_loss_disc_real_1: 0.19436997232528833 (-0.012173062906815468) | > avg_loss_disc_real_2: 0.21278800414158747 (+0.0021100531403834832) | > avg_loss_disc_real_3: 0.23340723835504973 (-0.027305201269113066) | > avg_loss_disc_real_4: 0.20897656192000097 (-0.053713569560876306) | > avg_loss_disc_real_5: 0.2084521880516639 (-0.0637504716332142) | > avg_loss_0: 2.479364138383132 (+0.05510442990523101) | > avg_loss_gen: 2.3353053514774027 (-0.3191970861875095) | > avg_loss_kl: 3.0082185176702647 (-0.059463638525742546) | > avg_loss_feat: 7.167960533728967 (+0.42193205539996814) | > avg_loss_mel: 16.938926733457123 (-0.14082332757802973) | > avg_loss_duration: 2.3649647327569814 (+0.0015825675084037982) | > avg_loss_1: 31.81537547478309 (-0.09597030052772126)  > EPOCH: 936/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:45:26)   --> TIME: 2024-06-12 08:45:35 -- STEP: 19/330 -- GLOBAL_STEP: 396900 | > loss_disc: 2.416025161743164 (2.3430246051989103) | > loss_disc_real_0: 0.09776703268289566 (0.09978060816463671) | > loss_disc_real_1: 0.17213955521583557 (0.199360003596858) | > loss_disc_real_2: 0.20938260853290558 (0.2066711924578014) | > loss_disc_real_3: 0.22169920802116394 (0.2322700658911153) | > loss_disc_real_4: 0.23703481256961823 (0.2342419169451061) | > loss_disc_real_5: 0.24251319468021393 (0.22372122579499296) | > loss_0: 2.416025161743164 (2.3430246051989103) | > grad_norm_0: tensor(7.4262, device='cuda:0') (tensor(7.6613, device='cuda:0')) | > loss_gen: 2.338186502456665 (2.4729700088500977) | > loss_kl: 1.8087825775146484 (1.911733583400124) | > loss_feat: 6.17620849609375 (6.729090816096256) | > loss_mel: 16.678268432617188 (17.24896922864412) | > loss_duration: 1.9524645805358887 (2.036848783493042) | > loss_1: 28.95391082763672 (30.39961232637104) | > grad_norm_1: tensor(54.5540, device='cuda:0') (tensor(80.8929, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3556 (0.3768883880816008) | > loader_time: 0.0035 (0.003222214548211349)  --> TIME: 2024-06-12 08:45:44 -- STEP: 44/330 -- GLOBAL_STEP: 396925 | > loss_disc: 2.3427090644836426 (2.3275858868252146) | > loss_disc_real_0: 0.09330514073371887 (0.10419142618775368) | > loss_disc_real_1: 0.20604698359966278 (0.19397434558380733) | > loss_disc_real_2: 0.2155344933271408 (0.20585570958527652) | > loss_disc_real_3: 0.23110581934452057 (0.22726363722573628) | > loss_disc_real_4: 0.25098955631256104 (0.23157875883308324) | > loss_disc_real_5: 0.22213976085186005 (0.22145146944306113) | > loss_0: 2.3427090644836426 (2.3275858868252146) | > grad_norm_0: tensor(10.5717, device='cuda:0') (tensor(7.3991, device='cuda:0')) | > loss_gen: 2.5509133338928223 (2.4972876689650803) | > loss_kl: 2.0705552101135254 (1.9555570401928641) | > loss_feat: 7.623929977416992 (6.916307785294273) | > loss_mel: 17.755109786987305 (17.276466803117234) | > loss_duration: 1.9097189903259277 (1.992142300714146) | > loss_1: 31.910226821899414 (30.637761462818492) | > grad_norm_1: tensor(76.5079, device='cuda:0') (tensor(79.2855, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3607 (0.3741305849768899) | > loader_time: 0.0033 (0.003562363711270419)  --> TIME: 2024-06-12 08:45:54 -- STEP: 69/330 -- GLOBAL_STEP: 396950 | > loss_disc: 2.41652512550354 (2.3371545957482374) | > loss_disc_real_0: 0.12455979734659195 (0.10679474958907002) | > loss_disc_real_1: 0.21373780071735382 (0.19430294222589853) | > loss_disc_real_2: 0.2424314320087433 (0.20860432585080466) | > loss_disc_real_3: 0.24974274635314941 (0.2281337045673011) | > loss_disc_real_4: 0.21559421718120575 (0.23082001744837) | > loss_disc_real_5: 0.23608647286891937 (0.22156199013841324) | > loss_0: 2.41652512550354 (2.3371545957482374) | > grad_norm_0: tensor(6.7440, device='cuda:0') (tensor(8.0185, device='cuda:0')) | > loss_gen: 2.4548346996307373 (2.485651230466539) | > loss_kl: 2.0042612552642822 (1.9830435462619946) | > loss_feat: 6.618246555328369 (6.956989696060401) | > loss_mel: 15.86400318145752 (17.185241961824726) | > loss_duration: 1.9272348880767822 (1.9796612556429878) | > loss_1: 28.868579864501953 (30.590587615966797) | > grad_norm_1: tensor(59.2923, device='cuda:0') (tensor(81.2651, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3641 (0.37126116130663) | > loader_time: 0.0044 (0.003603378931681315)  --> TIME: 2024-06-12 08:46:03 -- STEP: 94/330 -- GLOBAL_STEP: 396975 | > loss_disc: 2.3910770416259766 (2.3444207576995195) | > loss_disc_real_0: 0.13269495964050293 (0.1078998013696772) | > loss_disc_real_1: 0.20992664992809296 (0.19500756200323713) | > loss_disc_real_2: 0.19541534781455994 (0.20988638683202418) | > loss_disc_real_3: 0.22151172161102295 (0.2279722180138243) | > loss_disc_real_4: 0.24289295077323914 (0.2314602458413611) | > loss_disc_real_5: 0.24052278697490692 (0.22282151497424918) | > loss_0: 2.3910770416259766 (2.3444207576995195) | > grad_norm_0: tensor(4.9563, device='cuda:0') (tensor(8.0841, device='cuda:0')) | > loss_gen: 2.394937515258789 (2.480055433638552) | > loss_kl: 2.004357099533081 (1.9944218701504646) | > loss_feat: 6.718939781188965 (6.935359533796919) | > loss_mel: 16.973268508911133 (17.13064657373632) | > loss_duration: 1.990991473197937 (1.9791217661918479) | > loss_1: 30.082494735717773 (30.519605129323107) | > grad_norm_1: tensor(138.8248, device='cuda:0') (tensor(87.9862, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3764 (0.37128353879806836) | > loader_time: 0.004 (0.003691820388144635)  --> TIME: 2024-06-12 08:46:13 -- STEP: 119/330 -- GLOBAL_STEP: 397000 | > loss_disc: 2.4135591983795166 (2.3450477463858457) | > loss_disc_real_0: 0.11373504996299744 (0.10918950039048154) | > loss_disc_real_1: 0.21121864020824432 (0.19430236580992946) | > loss_disc_real_2: 0.21160665154457092 (0.21030953050661488) | > loss_disc_real_3: 0.2529743015766144 (0.2281681900264836) | > loss_disc_real_4: 0.245974600315094 (0.2311470638804075) | > loss_disc_real_5: 0.23234036564826965 (0.22264683897755727) | > loss_0: 2.4135591983795166 (2.3450477463858457) | > grad_norm_0: tensor(6.3137, device='cuda:0') (tensor(8.0059, device='cuda:0')) | > loss_gen: 2.505256414413452 (2.4848191277319636) | > loss_kl: 2.0240256786346436 (1.9972792633441316) | > loss_feat: 6.868148326873779 (6.97399376220062) | > loss_mel: 16.87792205810547 (17.125417164393838) | > loss_duration: 1.978010654449463 (1.9811851818020605) | > loss_1: 30.25336265563965 (30.56269446941985) | > grad_norm_1: tensor(47.9270, device='cuda:0') (tensor(88.0671, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3789 (0.37139366454436995) | > loader_time: 0.0042 (0.003771289056088744) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_397000.pth  --> TIME: 2024-06-12 08:46:27 -- STEP: 144/330 -- GLOBAL_STEP: 397025 | > loss_disc: 2.3284366130828857 (2.354020166728231) | > loss_disc_real_0: 0.1041310727596283 (0.11089548846292828) | > loss_disc_real_1: 0.24525530636310577 (0.19483464842455256) | > loss_disc_real_2: 0.15633191168308258 (0.21074076100356046) | > loss_disc_real_3: 0.20408877730369568 (0.2285334589994616) | > loss_disc_real_4: 0.19956865906715393 (0.23146698199626473) | > loss_disc_real_5: 0.1816668063402176 (0.2235794532009297) | > loss_0: 2.3284366130828857 (2.354020166728231) | > grad_norm_0: tensor(27.6644, device='cuda:0') (tensor(8.6924, device='cuda:0')) | > loss_gen: 2.4014129638671875 (2.478634312748908) | > loss_kl: 1.9733394384384155 (2.003018837836054) | > loss_feat: 7.339498996734619 (6.946013732088937) | > loss_mel: 16.81146812438965 (17.105130116144824) | > loss_duration: 2.0043435096740723 (1.9874355503254466) | > loss_1: 30.530061721801758 (30.520232531759476) | > grad_norm_1: tensor(470.3854, device='cuda:0') (tensor(104.6598, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.402 (0.3749883506033154) | > loader_time: 0.005 (0.003920257091522217)  --> TIME: 2024-06-12 08:46:37 -- STEP: 169/330 -- GLOBAL_STEP: 397050 | > loss_disc: 2.293754816055298 (2.3566885869178544) | > loss_disc_real_0: 0.11259011179208755 (0.11156079468466121) | > loss_disc_real_1: 0.1693212389945984 (0.19527628471160077) | > loss_disc_real_2: 0.24687661230564117 (0.21163400002485197) | > loss_disc_real_3: 0.2360641211271286 (0.2288106352796216) | > loss_disc_real_4: 0.23439104855060577 (0.23192292407772244) | > loss_disc_real_5: 0.2198593020439148 (0.22197145452866188) | > loss_0: 2.293754816055298 (2.3566885869178544) | > grad_norm_0: tensor(36.7961, device='cuda:0') (tensor(10.6738, device='cuda:0')) | > loss_gen: 2.630528688430786 (2.4827911472884847) | > loss_kl: 2.0782387256622314 (2.0068679970397065) | > loss_feat: 7.454124927520752 (6.947066586398514) | > loss_mel: 17.434837341308594 (17.106860911352403) | > loss_duration: 2.0474772453308105 (1.9935841630901812) | > loss_1: 31.64520835876465 (30.53717078259711) | > grad_norm_1: tensor(379.5783, device='cuda:0') (tensor(140.0117, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3819 (0.3771646008689021) | > loader_time: 0.0047 (0.0040177142126320425)  --> TIME: 2024-06-12 08:46:47 -- STEP: 194/330 -- GLOBAL_STEP: 397075 | > loss_disc: 2.3671340942382812 (2.359533801521222) | > loss_disc_real_0: 0.11446066200733185 (0.11272265727526133) | > loss_disc_real_1: 0.20039187371730804 (0.19579552321397153) | > loss_disc_real_2: 0.17303654551506042 (0.2113239288944559) | > loss_disc_real_3: 0.23632678389549255 (0.2289927445889748) | > loss_disc_real_4: 0.23871129751205444 (0.23195648585090933) | > loss_disc_real_5: 0.21391156315803528 (0.22113138698425489) | > loss_0: 2.3671340942382812 (2.359533801521222) | > grad_norm_0: tensor(19.8817, device='cuda:0') (tensor(12.8970, device='cuda:0')) | > loss_gen: 2.3787760734558105 (2.4893206382535156) | > loss_kl: 2.062164545059204 (2.0117469214901504) | > loss_feat: 7.147554397583008 (6.94577724171668) | > loss_mel: 17.131500244140625 (17.068620775163794) | > loss_duration: 2.0200319290161133 (2.001347220435585) | > loss_1: 30.740028381347656 (30.516812757118462) | > grad_norm_1: tensor(152.4718, device='cuda:0') (tensor(172.3978, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.4057 (0.3798505399644988) | > loader_time: 0.0048 (0.004127946096597264)  --> TIME: 2024-06-12 08:46:57 -- STEP: 219/330 -- GLOBAL_STEP: 397100 | > loss_disc: 2.400198221206665 (2.3629130457089906) | > loss_disc_real_0: 0.10253842175006866 (0.11391291797977604) | > loss_disc_real_1: 0.20619425177574158 (0.19593982126342652) | > loss_disc_real_2: 0.24013954401016235 (0.21152540524256283) | > loss_disc_real_3: 0.225820392370224 (0.22936450094665023) | > loss_disc_real_4: 0.21373175084590912 (0.23263493724609619) | > loss_disc_real_5: 0.2575298249721527 (0.22181368704255858) | > loss_0: 2.400198221206665 (2.3629130457089906) | > grad_norm_0: tensor(27.0966, device='cuda:0') (tensor(14.4467, device='cuda:0')) | > loss_gen: 2.364499092102051 (2.488754957233933) | > loss_kl: 2.110456943511963 (2.0166849240864804) | > loss_feat: 7.422973155975342 (6.945579554936657) | > loss_mel: 17.04266357421875 (17.040017676680062) | > loss_duration: 2.066033363342285 (2.0096863334037396) | > loss_1: 31.00662612915039 (30.50072337285569) | > grad_norm_1: tensor(485.6949, device='cuda:0') (tensor(198.1242, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.3945 (0.38200166562920823) | > loader_time: 0.0048 (0.004230885745183524)  --> TIME: 2024-06-12 08:47:08 -- STEP: 244/330 -- GLOBAL_STEP: 397125 | > loss_disc: 2.4010274410247803 (2.3637720453934583) | > loss_disc_real_0: 0.12187666445970535 (0.11508815552367539) | > loss_disc_real_1: 0.1982753872871399 (0.19651483817667256) | > loss_disc_real_2: 0.18906575441360474 (0.21148986674723078) | > loss_disc_real_3: 0.22521871328353882 (0.22894269692116095) | > loss_disc_real_4: 0.22337734699249268 (0.23239056698855806) | > loss_disc_real_5: 0.2238043248653412 (0.22122182861947623) | > loss_0: 2.4010274410247803 (2.3637720453934583) | > grad_norm_0: tensor(17.3619, device='cuda:0') (tensor(15.0112, device='cuda:0')) | > loss_gen: 2.324310064315796 (2.4853147385550316) | > loss_kl: 1.9253658056259155 (2.0189895605454695) | > loss_feat: 6.404003620147705 (6.9435778015949685) | > loss_mel: 16.037240982055664 (17.003650591021678) | > loss_duration: 2.036801338195801 (2.0187976247951624) | > loss_1: 28.72772216796875 (30.470330261793293) | > grad_norm_1: tensor(270.0961, device='cuda:0') (tensor(206.8665, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.4303 (0.3848757587495396) | > loader_time: 0.006 (0.004351790811194753)  --> TIME: 2024-06-12 08:47:19 -- STEP: 269/330 -- GLOBAL_STEP: 397150 | > loss_disc: 2.323711395263672 (2.369297836792956) | > loss_disc_real_0: 0.15265795588493347 (0.11638687251890459) | > loss_disc_real_1: 0.22805921733379364 (0.19697118785966283) | > loss_disc_real_2: 0.1856202334165573 (0.21203366021684555) | > loss_disc_real_3: 0.2354699671268463 (0.22983590976013127) | > loss_disc_real_4: 0.22005823254585266 (0.23229297280976322) | > loss_disc_real_5: 0.23999418318271637 (0.22170858157168538) | > loss_0: 2.323711395263672 (2.369297836792956) | > grad_norm_0: tensor(18.7175, device='cuda:0') (tensor(15.5609, device='cuda:0')) | > loss_gen: 2.468623399734497 (2.4808744223144408) | > loss_kl: 2.0670387744903564 (2.0221821871831978) | > loss_feat: 6.255086898803711 (6.940899510365879) | > loss_mel: 15.706361770629883 (16.966409193981978) | > loss_duration: 2.1258962154388428 (2.027169814783401) | > loss_1: 28.623008728027344 (30.437535090960534) | > grad_norm_1: tensor(281.6863, device='cuda:0') (tensor(213.3048, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.4494 (0.3902808662683989) | > loader_time: 0.0057 (0.0045025003000706155)  --> TIME: 2024-06-12 08:47:31 -- STEP: 294/330 -- GLOBAL_STEP: 397175 | > loss_disc: 2.5654101371765137 (2.3719602547535272) | > loss_disc_real_0: 0.20224866271018982 (0.11736325896820246) | > loss_disc_real_1: 0.2210879921913147 (0.19749508407853897) | > loss_disc_real_2: 0.2077312469482422 (0.21188375789697483) | > loss_disc_real_3: 0.22530414164066315 (0.22980740053110382) | > loss_disc_real_4: 0.2390063852071762 (0.23233317685167806) | > loss_disc_real_5: 0.23074661195278168 (0.22151910711307915) | > loss_0: 2.5654101371765137 (2.3719602547535272) | > grad_norm_0: tensor(58.7487, device='cuda:0') (tensor(17.0807, device='cuda:0')) | > loss_gen: 2.4911293983459473 (2.483329248266155) | > loss_kl: 2.1287951469421387 (2.0264172444538215) | > loss_feat: 7.119448184967041 (6.9413008381720305) | > loss_mel: 16.886014938354492 (16.91366074036579) | > loss_duration: 2.175619602203369 (2.0373002935429) | > loss_1: 30.801006317138672 (30.4020082966811) | > grad_norm_1: tensor(164.6028, device='cuda:0') (tensor(232.5637, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.4662 (0.3958951786261838) | > loader_time: 0.007 (0.004645065385468158)  --> TIME: 2024-06-12 08:47:44 -- STEP: 319/330 -- GLOBAL_STEP: 397200 | > loss_disc: 2.3969483375549316 (2.3749999880417008) | > loss_disc_real_0: 0.17158463597297668 (0.11938998918268003) | > loss_disc_real_1: 0.18322470784187317 (0.1977972237854542) | > loss_disc_real_2: 0.2280091792345047 (0.21226799091014747) | > loss_disc_real_3: 0.2283819019794464 (0.2297793104543955) | > loss_disc_real_4: 0.2204631119966507 (0.23219153242985657) | > loss_disc_real_5: 0.2381441593170166 (0.22094038745452618) | > loss_0: 2.3969483375549316 (2.3749999880417008) | > grad_norm_0: tensor(29.9948, device='cuda:0') (tensor(18.8154, device='cuda:0')) | > loss_gen: 2.4135196208953857 (2.483769286762585) | > loss_kl: 2.1078927516937256 (2.0310021866825334) | > loss_feat: 7.637012481689453 (6.9742535214439085) | > loss_mel: 16.496095657348633 (16.87638762303655) | > loss_duration: 2.2321829795837402 (2.0514180170704943) | > loss_1: 30.886703491210938 (30.416830577073053) | > grad_norm_1: tensor(423.3671, device='cuda:0') (tensor(248.0458, device='cuda:0')) | > current_lr_0: 0.0001779157375106597 | > current_lr_1: 0.0001779157375106597 | > step_time: 0.559 (0.40487555127158814) | > loader_time: 0.0085 (0.004851439903522368)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6696627140045166 (2.6696627140045166) | > loss_disc_real_0: 0.09148351848125458 (0.09148351848125458) | > loss_disc_real_1: 0.2754599452018738 (0.2754599452018738) | > loss_disc_real_2: 0.3290693461894989 (0.3290693461894989) | > loss_disc_real_3: 0.26338639855384827 (0.26338639855384827) | > loss_disc_real_4: 0.3292432725429535 (0.3292432725429535) | > loss_disc_real_5: 0.3204575181007385 (0.3204575181007385) | > loss_0: 2.6696627140045166 (2.6696627140045166) | > loss_gen: 2.5305588245391846 (2.5305588245391846) | > loss_kl: 2.0067431926727295 (2.0067431926727295) | > loss_feat: 5.730170249938965 (5.730170249938965) | > loss_mel: 14.051345825195312 (14.051345825195312) | > loss_duration: 3.2174928188323975 (3.2174928188323975) | > loss_1: 27.536312103271484 (27.536312103271484)  --> STEP: 1 | > loss_disc: 2.300748348236084 (2.300748348236084) | > loss_disc_real_0: 0.09452086687088013 (0.09452086687088013) | > loss_disc_real_1: 0.19734756648540497 (0.19734756648540497) | > loss_disc_real_2: 0.18708260357379913 (0.18708260357379913) | > loss_disc_real_3: 0.2133491486310959 (0.2133491486310959) | > loss_disc_real_4: 0.19908802211284637 (0.19908802211284637) | > loss_disc_real_5: 0.25534579157829285 (0.25534579157829285) | > loss_0: 2.300748348236084 (2.300748348236084) | > loss_gen: 2.2913339138031006 (2.2913339138031006) | > loss_kl: 2.9656035900115967 (2.9656035900115967) | > loss_feat: 7.17106294631958 (7.17106294631958) | > loss_mel: 16.602642059326172 (16.602642059326172) | > loss_duration: 2.52891206741333 (2.52891206741333) | > loss_1: 31.559553146362305 (31.559553146362305)  --> STEP: 2 | > loss_disc: 2.6608638763427734 (2.4808061122894287) | > loss_disc_real_0: 0.11151842772960663 (0.10301964730024338) | > loss_disc_real_1: 0.21139612793922424 (0.2043718472123146) | > loss_disc_real_2: 0.33553555607795715 (0.26130907982587814) | > loss_disc_real_3: 0.30799999833106995 (0.2606745734810829) | > loss_disc_real_4: 0.2619875967502594 (0.2305378094315529) | > loss_disc_real_5: 0.26033949851989746 (0.25784264504909515) | > loss_0: 2.6608638763427734 (2.4808061122894287) | > loss_gen: 2.403153896331787 (2.347243905067444) | > loss_kl: 2.9026384353637695 (2.934121012687683) | > loss_feat: 5.405398368835449 (6.288230657577515) | > loss_mel: 18.59168815612793 (17.59716510772705) | > loss_duration: 2.469224214553833 (2.4990681409835815) | > loss_1: 31.772104263305664 (31.665828704833984)  --> STEP: 3 | > loss_disc: 2.200042486190796 (2.3872182369232178) | > loss_disc_real_0: 0.11192069947719574 (0.10598666469256084) | > loss_disc_real_1: 0.14565974473953247 (0.1848011463880539) | > loss_disc_real_2: 0.1713249385356903 (0.2313143660624822) | > loss_disc_real_3: 0.1805146187543869 (0.23395458857218424) | > loss_disc_real_4: 0.25673750042915344 (0.2392710397640864) | > loss_disc_real_5: 0.19859112799167633 (0.23809213936328888) | > loss_0: 2.200042486190796 (2.3872182369232178) | > loss_gen: 2.2994751930236816 (2.3313210010528564) | > loss_kl: 3.039733648300171 (2.969325224558512) | > loss_feat: 6.110785961151123 (6.229082425435384) | > loss_mel: 15.736749649047852 (16.977026621500652) | > loss_duration: 2.4082911014556885 (2.468809127807617) | > loss_1: 29.595033645629883 (30.975563685099285)  --> STEP: 4 | > loss_disc: 2.50108003616333 (2.415683686733246) | > loss_disc_real_0: 0.11617258936166763 (0.10853314585983753) | > loss_disc_real_1: 0.19964414834976196 (0.1885118968784809) | > loss_disc_real_2: 0.2575547695159912 (0.23787446692585945) | > loss_disc_real_3: 0.26517751812934875 (0.24176032096147537) | > loss_disc_real_4: 0.2184879183769226 (0.23407525941729546) | > loss_disc_real_5: 0.14690472185611725 (0.21529528498649597) | > loss_0: 2.50108003616333 (2.415683686733246) | > loss_gen: 2.2264037132263184 (2.305091679096222) | > loss_kl: 3.909571886062622 (3.20438688993454) | > loss_feat: 8.112028121948242 (6.699818849563599) | > loss_mel: 18.757152557373047 (17.42205810546875) | > loss_duration: 2.499516725540161 (2.476486027240753) | > loss_1: 35.504669189453125 (32.107840061187744)  --> STEP: 5 | > loss_disc: 2.4057810306549072 (2.4137031555175783) | > loss_disc_real_0: 0.14269891381263733 (0.11536629945039749) | > loss_disc_real_1: 0.2872883677482605 (0.20826719105243682) | > loss_disc_real_2: 0.23535555601119995 (0.23737068474292755) | > loss_disc_real_3: 0.235826775431633 (0.2405736118555069) | > loss_disc_real_4: 0.25470981001853943 (0.23820216953754425) | > loss_disc_real_5: 0.25137537717819214 (0.22251130342483522) | > loss_0: 2.4057810306549072 (2.4137031555175783) | > loss_gen: 2.6407551765441895 (2.3722243785858153) | > loss_kl: 2.5763485431671143 (3.0787792205810547) | > loss_feat: 5.83924674987793 (6.527704429626465) | > loss_mel: 17.456850051879883 (17.429016494750975) | > loss_duration: 2.39636492729187 (2.4604618072509767) | > loss_1: 30.909563064575195 (31.868184661865236)  --> STEP: 6 | > loss_disc: 2.513537883758545 (2.4303422768910727) | > loss_disc_real_0: 0.12358342111110687 (0.11673581972718239) | > loss_disc_real_1: 0.2673254609107971 (0.2181102360288302) | > loss_disc_real_2: 0.3106570541858673 (0.24958507965008417) | > loss_disc_real_3: 0.2671067416667938 (0.24499580015738806) | > loss_disc_real_4: 0.25662919878959656 (0.24127334107955298) | > loss_disc_real_5: 0.24458472430706024 (0.22619020690520605) | > loss_0: 2.513537883758545 (2.4303422768910727) | > loss_gen: 2.4642581939697266 (2.3875633478164673) | > loss_kl: 2.8326807022094727 (3.0377628008524575) | > loss_feat: 5.640011310577393 (6.379755576451619) | > loss_mel: 15.54554557800293 (17.11510467529297) | > loss_duration: 2.2595415115356445 (2.4269750912984214) | > loss_1: 28.74203872680664 (31.34716033935547)  --> STEP: 7 | > loss_disc: 2.27101469039917 (2.407581193106515) | > loss_disc_real_0: 0.08375322073698044 (0.11202401987143926) | > loss_disc_real_1: 0.30195409059524536 (0.23008792953831808) | > loss_disc_real_2: 0.22684776782989502 (0.2463368922472) | > loss_disc_real_3: 0.2244858294725418 (0.24206580434526717) | > loss_disc_real_4: 0.20763270556926727 (0.23646753600665502) | > loss_disc_real_5: 0.2080058604478836 (0.22359244312558854) | > loss_0: 2.27101469039917 (2.407581193106515) | > loss_gen: 2.725548267364502 (2.435846907751901) | > loss_kl: 4.322515487670898 (3.2212988989693776) | > loss_feat: 7.00440788269043 (6.468991620200021) | > loss_mel: 16.428834915161133 (17.017066138131277) | > loss_duration: 2.565108060836792 (2.4467083726610457) | > loss_1: 33.04641342163086 (31.589910779680526)  --> STEP: 8 | > loss_disc: 2.1711807250976562 (2.3780311346054077) | > loss_disc_real_0: 0.1469441056251526 (0.11638903059065342) | > loss_disc_real_1: 0.2021310180425644 (0.22659331560134888) | > loss_disc_real_2: 0.1922772079706192 (0.2395794317126274) | > loss_disc_real_3: 0.17462852597236633 (0.23363614454865456) | > loss_disc_real_4: 0.26906391978263855 (0.24054208397865295) | > loss_disc_real_5: 0.22567619383335114 (0.22385291196405888) | > loss_0: 2.1711807250976562 (2.3780311346054077) | > loss_gen: 2.8908886909484863 (2.492727130651474) | > loss_kl: 3.341318368911743 (3.2363013327121735) | > loss_feat: 9.906471252441406 (6.898676574230194) | > loss_mel: 18.729930877685547 (17.23117423057556) | > loss_duration: 2.3122267723083496 (2.4298981726169586) | > loss_1: 37.18083572387695 (32.28877639770508)  --> STEP: 9 | > loss_disc: 2.2863316535949707 (2.3678423033820257) | > loss_disc_real_0: 0.14626795053482056 (0.11970891058444977) | > loss_disc_real_1: 0.16061779856681824 (0.21926270259751213) | > loss_disc_real_2: 0.24570684134960175 (0.24026025500562456) | > loss_disc_real_3: 0.23569117486476898 (0.23386448125044504) | > loss_disc_real_4: 0.21099643409252167 (0.23725923399130502) | > loss_disc_real_5: 0.25113070011138916 (0.22688377731376225) | > loss_0: 2.2863316535949707 (2.3678423033820257) | > loss_gen: 2.6718313694000244 (2.512627601623535) | > loss_kl: 2.6942694187164307 (3.176075564490424) | > loss_feat: 8.595688819885254 (7.087233490414089) | > loss_mel: 16.718839645385742 (17.17424816555447) | > loss_duration: 2.222302198410034 (2.4068319532606335) | > loss_1: 32.902931213378906 (32.35701582166884)  --> STEP: 10 | > loss_disc: 2.3150782585144043 (2.3625658988952636) | > loss_disc_real_0: 0.10193736851215363 (0.11793175637722016) | > loss_disc_real_1: 0.23390144109725952 (0.2207265764474869) | > loss_disc_real_2: 0.23644571006298065 (0.23987880051136018) | > loss_disc_real_3: 0.23685874044895172 (0.23416390717029573) | > loss_disc_real_4: 0.22671104967594147 (0.23620441555976868) | > loss_disc_real_5: 0.16264216601848602 (0.22045961618423462) | > loss_0: 2.3150782585144043 (2.3625658988952636) | > loss_gen: 2.5691215991973877 (2.5182770013809206) | > loss_kl: 3.08056640625 (3.166524648666382) | > loss_feat: 8.073596000671387 (7.185869741439819) | > loss_mel: 17.130212783813477 (17.16984462738037) | > loss_duration: 2.4733059406280518 (2.4134793519973754) | > loss_1: 33.32680130004883 (32.45399436950684)  --> STEP: 11 | > loss_disc: 2.6624510288238525 (2.389828183434226) | > loss_disc_real_0: 0.20119446516036987 (0.12550109353932468) | > loss_disc_real_1: 0.18936529755592346 (0.21787555109370838) | > loss_disc_real_2: 0.3072962760925293 (0.24600766192783008) | > loss_disc_real_3: 0.26806068420410156 (0.23724543235518716) | > loss_disc_real_4: 0.28664711117744446 (0.24079011516137558) | > loss_disc_real_5: 0.28377750515937805 (0.22621578790924765) | > loss_0: 2.6624510288238525 (2.389828183434226) | > loss_gen: 2.340043067932129 (2.5020739165219394) | > loss_kl: 3.9463839530944824 (3.2374209490689365) | > loss_feat: 7.007786750793457 (7.169680378653786) | > loss_mel: 15.39409065246582 (17.008412447842684) | > loss_duration: 2.609482765197754 (2.431297844106501) | > loss_1: 31.297786712646484 (32.34888458251953)  --> STEP: 12 | > loss_disc: 2.504206895828247 (2.3993597428003945) | > loss_disc_real_0: 0.20985420048236847 (0.13253051911791167) | > loss_disc_real_1: 0.21450482308864594 (0.21759465709328651) | > loss_disc_real_2: 0.2512064576148987 (0.24644089490175247) | > loss_disc_real_3: 0.2902202308177948 (0.2416599988937378) | > loss_disc_real_4: 0.21756550669670105 (0.23885473112265268) | > loss_disc_real_5: 0.21096870303153992 (0.224945197502772) | > loss_0: 2.504206895828247 (2.3993597428003945) | > loss_gen: 2.760580539703369 (2.523616135120392) | > loss_kl: 2.5070736408233643 (3.1765586733818054) | > loss_feat: 6.09821891784668 (7.080391923586528) | > loss_mel: 16.192087173461914 (16.940385341644287) | > loss_duration: 2.325136661529541 (2.422451078891754) | > loss_1: 29.883094787597656 (32.143402099609375)  --> STEP: 13 | > loss_disc: 2.589055061340332 (2.4139516903803897) | > loss_disc_real_0: 0.11224482953548431 (0.13097008145772493) | > loss_disc_real_1: 0.2870079576969147 (0.22293414175510406) | > loss_disc_real_2: 0.30459922552108765 (0.25091461264170134) | > loss_disc_real_3: 0.2946953773498535 (0.24573964339036208) | > loss_disc_real_4: 0.21284928917884827 (0.2368543125115908) | > loss_disc_real_5: 0.2536517083644867 (0.22715339064598083) | > loss_0: 2.589055061340332 (2.4139516903803897) | > loss_gen: 2.355870485305786 (2.5107126235961914) | > loss_kl: 3.03218936920166 (3.165453342291025) | > loss_feat: 5.601159572601318 (6.966604819664588) | > loss_mel: 15.297220230102539 (16.813988025371845) | > loss_duration: 2.3040740489959717 (2.4133451535151553) | > loss_1: 28.590513229370117 (31.870102955744816)  --> STEP: 14 | > loss_disc: 2.523772716522217 (2.42179604939052) | > loss_disc_real_0: 0.14505288004875183 (0.1319759956427983) | > loss_disc_real_1: 0.174485981464386 (0.21947355887719563) | > loss_disc_real_2: 0.2802920937538147 (0.25301300414970945) | > loss_disc_real_3: 0.2720600366592407 (0.24761967148099626) | > loss_disc_real_4: 0.2822895050048828 (0.2400996834039688) | > loss_disc_real_5: 0.2728295922279358 (0.23041597647326334) | > loss_0: 2.523772716522217 (2.42179604939052) | > loss_gen: 2.533299207687378 (2.512325951031276) | > loss_kl: 3.763990640640259 (3.2082060064588274) | > loss_feat: 7.162560939788818 (6.9806016853877475) | > loss_mel: 17.883949279785156 (16.89041382925851) | > loss_duration: 2.4568958282470703 (2.4164559159960066) | > loss_1: 33.800697326660156 (32.00800255366734)  --> STEP: 15 | > loss_disc: 2.4995129108428955 (2.4269771734873453) | > loss_disc_real_0: 0.26765549182891846 (0.14102129538853964) | > loss_disc_real_1: 0.25930237770080566 (0.2221288134654363) | > loss_disc_real_2: 0.24801918864250183 (0.2526800831158956) | > loss_disc_real_3: 0.22853247821331024 (0.2463471919298172) | > loss_disc_real_4: 0.23168030381202698 (0.2395383914311727) | > loss_disc_real_5: 0.20859786868095398 (0.22896143595377605) | > loss_0: 2.4995129108428955 (2.4269771734873453) | > loss_gen: 2.5237433910369873 (2.5130871136983237) | > loss_kl: 3.3511910438537598 (3.2177383422851564) | > loss_feat: 6.608719348907471 (6.955809529622396) | > loss_mel: 17.483081817626953 (16.929925028483073) | > loss_duration: 2.390310287475586 (2.4147128740946453) | > loss_1: 32.35704803466797 (32.03127225240072)  --> STEP: 16 | > loss_disc: 2.555612564086914 (2.4350168853998184) | > loss_disc_real_0: 0.127404123544693 (0.14017022214829922) | > loss_disc_real_1: 0.20824593305587769 (0.2212611334398389) | > loss_disc_real_2: 0.2403925508260727 (0.25191211234778166) | > loss_disc_real_3: 0.22147047519683838 (0.24479239713400602) | > loss_disc_real_4: 0.24856653809547424 (0.24010265059769154) | > loss_disc_real_5: 0.29403290152549744 (0.23302840255200863) | > loss_0: 2.555612564086914 (2.4350168853998184) | > loss_gen: 2.18558669090271 (2.4926183372735977) | > loss_kl: 2.7381417751312256 (3.1877635568380356) | > loss_feat: 6.215930938720703 (6.90956711769104) | > loss_mel: 15.05630111694336 (16.81282353401184) | > loss_duration: 2.479133129119873 (2.418739140033722) | > loss_1: 28.675094604492188 (31.821511149406437)  --> STEP: 17 | > loss_disc: 2.2513267993927 (2.424211586222929) | > loss_disc_real_0: 0.10577555000782013 (0.13814700614003575) | > loss_disc_real_1: 0.24186822772026062 (0.22247331545633428) | > loss_disc_real_2: 0.2519734799861908 (0.25191572220886455) | > loss_disc_real_3: 0.26121798157691956 (0.24575860798358917) | > loss_disc_real_4: 0.2333596795797348 (0.2397060052436941) | > loss_disc_real_5: 0.2446143925189972 (0.2337099313735962) | > loss_0: 2.2513267993927 (2.424211586222929) | > loss_gen: 2.700568914413452 (2.5048507241641773) | > loss_kl: 2.8708157539367676 (3.1691195684320785) | > loss_feat: 6.285116672515869 (6.872834738563089) | > loss_mel: 16.838953018188477 (16.81436056249282) | > loss_duration: 2.4875807762145996 (2.422788648044362) | > loss_1: 31.183034896850586 (31.7839537227855)  --> STEP: 18 | > loss_disc: 2.279736280441284 (2.416185180346171) | > loss_disc_real_0: 0.1487998068332672 (0.13873882840077081) | > loss_disc_real_1: 0.14653357863426208 (0.2182544411884414) | > loss_disc_real_2: 0.15443401038646698 (0.2465000715520647) | > loss_disc_real_3: 0.1693815439939499 (0.24151543776194254) | > loss_disc_real_4: 0.13476254045963287 (0.2338758127556907) | > loss_disc_real_5: 0.1526367962360382 (0.22920586831039852) | > loss_0: 2.279736280441284 (2.416185180346171) | > loss_gen: 2.3264434337615967 (2.4949392080307007) | > loss_kl: 3.361579656600952 (3.1798117955525718) | > loss_feat: 10.00664234161377 (7.046935160954793) | > loss_mel: 17.578109741210938 (16.856791072421604) | > loss_duration: 2.2798800468444824 (2.414849281311035) | > loss_1: 35.55265426635742 (31.99332597520616)  --> STEP: 19 | > loss_disc: 2.4508235454559326 (2.418008252194053) | > loss_disc_real_0: 0.17066392302513123 (0.14041909653889506) | > loss_disc_real_1: 0.1717490404844284 (0.2158067885198091) | > loss_disc_real_2: 0.2811359763145447 (0.2483230139079847) | > loss_disc_real_3: 0.24661260843276978 (0.2417837099025124) | > loss_disc_real_4: 0.29726076126098633 (0.23721186267702202) | > loss_disc_real_5: 0.2974962294101715 (0.23280009784196554) | > loss_0: 2.4508235454559326 (2.418008252194053) | > loss_gen: 2.5145161151885986 (2.4959695715653267) | > loss_kl: 2.4326908588409424 (3.1404896409888017) | > loss_feat: 7.33677339553833 (7.0621898048802425) | > loss_mel: 15.49099063873291 (16.784906839069567) | > loss_duration: 2.429551124572754 (2.415623062535336) | > loss_1: 30.204524993896484 (31.899178555137233)  --> STEP: 20 | > loss_disc: 2.6235504150390625 (2.4282853603363037) | > loss_disc_real_0: 0.1697608232498169 (0.14188618287444116) | > loss_disc_real_1: 0.22452254593372345 (0.21624257639050484) | > loss_disc_real_2: 0.29167190194129944 (0.25049045830965044) | > loss_disc_real_3: 0.26052314043045044 (0.2427206814289093) | > loss_disc_real_4: 0.24958281219005585 (0.23783041015267373) | > loss_disc_real_5: 0.29992255568504333 (0.2361562207341194) | > loss_0: 2.6235504150390625 (2.4282853603363037) | > loss_gen: 2.285698413848877 (2.4854560136795043) | > loss_kl: 2.496297597885132 (3.1082800388336183) | > loss_feat: 6.709136486053467 (7.044537138938904) | > loss_mel: 17.363664627075195 (16.81384472846985) | > loss_duration: 2.409656524658203 (2.4153247356414793) | > loss_1: 31.264453887939453 (31.867442321777343)  --> STEP: 21 | > loss_disc: 2.4602653980255127 (2.4298082192738852) | > loss_disc_real_0: 0.0860944464802742 (0.13922943352233796) | > loss_disc_real_1: 0.1903647631406784 (0.21501029956908452) | > loss_disc_real_2: 0.3109523355960846 (0.2533695953232901) | > loss_disc_real_3: 0.21027447283267975 (0.2411756238767079) | > loss_disc_real_4: 0.24570457637310028 (0.2382053704488845) | > loss_disc_real_5: 0.30811023712158203 (0.23958260246685573) | > loss_0: 2.4602653980255127 (2.4298082192738852) | > loss_gen: 2.3950393199920654 (2.4811504568372453) | > loss_kl: 1.910416603088379 (3.0512389228457497) | > loss_feat: 5.371971607208252 (6.9648911612374445) | > loss_mel: 13.277859687805176 (16.645464488438197) | > loss_duration: 2.208333969116211 (2.4054680324736095) | > loss_1: 25.163619995117188 (31.54821268717448)  --> STEP: 22 | > loss_disc: 2.58086895942688 (2.436674616553567) | > loss_disc_real_0: 0.15331865847110748 (0.13986985283819112) | > loss_disc_real_1: 0.2382047474384308 (0.2160645926540548) | > loss_disc_real_2: 0.295164555311203 (0.2552693662318316) | > loss_disc_real_3: 0.19954054057598114 (0.23928312009031122) | > loss_disc_real_4: 0.30080899596214294 (0.24105098979039627) | > loss_disc_real_5: 0.3055797815322876 (0.2425824742425572) | > loss_0: 2.58086895942688 (2.436674616553567) | > loss_gen: 2.348611354827881 (2.475125952200456) | > loss_kl: 2.1844942569732666 (3.0118414380333642) | > loss_feat: 5.370834827423096 (6.892434055154974) | > loss_mel: 14.966998100280762 (16.569170561703768) | > loss_duration: 2.213470935821533 (2.396740891716697) | > loss_1: 27.084409713745117 (31.345312552018598)  --> STEP: 23 | > loss_disc: 2.5168821811676025 (2.4401619019715683) | > loss_disc_real_0: 0.15197519958019257 (0.1403961722617564) | > loss_disc_real_1: 0.23245052993297577 (0.21677702470966007) | > loss_disc_real_2: 0.30271318554878235 (0.2573321409847425) | > loss_disc_real_3: 0.22219780087471008 (0.23854028012441553) | > loss_disc_real_4: 0.25043004751205444 (0.24145877490872922) | > loss_disc_real_5: 0.26639172434806824 (0.24361765902975333) | > loss_0: 2.5168821811676025 (2.4401619019715683) | > loss_gen: 2.2536208629608154 (2.4654952961465586) | > loss_kl: 2.9572062492370605 (3.0094659950422202) | > loss_feat: 3.7968761920928955 (6.757844582847927) | > loss_mel: 12.741473197937012 (16.40274893719217) | > loss_duration: 2.3259880542755127 (2.393664681393167) | > loss_1: 24.075164794921875 (31.029219171275262)  --> STEP: 24 | > loss_disc: 2.5837674140930176 (2.4461454649766288) | > loss_disc_real_0: 0.14193400740623474 (0.14046024872610965) | > loss_disc_real_1: 0.2669490575790405 (0.21886752607921758) | > loss_disc_real_2: 0.2422865778207779 (0.2567052425195773) | > loss_disc_real_3: 0.24730545282363892 (0.23890549565354982) | > loss_disc_real_4: 0.21223987638950348 (0.24024132080376148) | > loss_disc_real_5: 0.2515506446361542 (0.2439482000966867) | > loss_0: 2.5837674140930176 (2.4461454649766288) | > loss_gen: 2.3096301555633545 (2.459000915288925) | > loss_kl: 2.4858920574188232 (2.9876504143079123) | > loss_feat: 8.650545120239258 (6.836707105239232) | > loss_mel: 16.960535049438477 (16.425990025202434) | > loss_duration: 2.398989677429199 (2.3938865562280016) | > loss_1: 32.80559158325195 (31.10323468844096)  --> STEP: 25 | > loss_disc: 2.4766175746917725 (2.4473643493652344) | > loss_disc_real_0: 0.13449420034885406 (0.14022160679101944) | > loss_disc_real_1: 0.21445323526859283 (0.2186909544467926) | > loss_disc_real_2: 0.19882677495479584 (0.25439010381698607) | > loss_disc_real_3: 0.25489723682403564 (0.23954516530036926) | > loss_disc_real_4: 0.22339434921741486 (0.23956744194030763) | > loss_disc_real_5: 0.2981438934803009 (0.24611602783203124) | > loss_0: 2.4766175746917725 (2.4473643493652344) | > loss_gen: 2.16871976852417 (2.447389669418335) | > loss_kl: 3.324723958969116 (3.0011333560943605) | > loss_feat: 6.643935680389404 (6.8289962482452395) | > loss_mel: 15.55097484588623 (16.390989418029786) | > loss_duration: 2.426187515258789 (2.395178594589233) | > loss_1: 30.11454200744629 (31.063686981201172)  --> STEP: 26 | > loss_disc: 2.4520301818847656 (2.4475438044621396) | > loss_disc_real_0: 0.11482210457324982 (0.13924470285956675) | > loss_disc_real_1: 0.15567728877067566 (0.2162673519207881) | > loss_disc_real_2: 0.1517297923564911 (0.25044163029927474) | > loss_disc_real_3: 0.2110135406255722 (0.23844779512056938) | > loss_disc_real_4: 0.12355130910873413 (0.2351052829852471) | > loss_disc_real_5: 0.15586814284324646 (0.2426449553324626) | > loss_0: 2.4520301818847656 (2.4475438044621396) | > loss_gen: 1.7903691530227661 (2.422119649556967) | > loss_kl: 2.4724011421203613 (2.980797501710745) | > loss_feat: 8.531354904174805 (6.894471581165607) | > loss_mel: 17.835407257080078 (16.44654395030095) | > loss_duration: 2.2931878566741943 (2.3912558739001932) | > loss_1: 32.9227180480957 (31.13518817608173) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024167024172269385 (-0.00025245776543250404) | > avg_loss_disc: 2.4475438044621396 (-0.03182033392099237) | > avg_loss_disc_real_0: 0.13924470285956675 (-0.03812705209622011) | > avg_loss_disc_real_1: 0.2162673519207881 (+0.021897379595499783) | > avg_loss_disc_real_2: 0.25044163029927474 (+0.037653626157687275) | > avg_loss_disc_real_3: 0.23844779512056938 (+0.005040556765519649) | > avg_loss_disc_real_4: 0.2351052829852471 (+0.026128721065246135) | > avg_loss_disc_real_5: 0.2426449553324626 (+0.0341927672807987) | > avg_loss_0: 2.4475438044621396 (-0.03182033392099237) | > avg_loss_gen: 2.422119649556967 (+0.08681429807956409) | > avg_loss_kl: 2.980797501710745 (-0.027421015959519845) | > avg_loss_feat: 6.894471581165607 (-0.27348895256335926) | > avg_loss_mel: 16.44654395030095 (-0.4923827831561738) | > avg_loss_duration: 2.3912558739001932 (+0.02629114114321185) | > avg_loss_1: 31.13518817608173 (-0.6801872987013589)  > EPOCH: 937/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:48:08)   --> TIME: 2024-06-12 08:48:15 -- STEP: 14/330 -- GLOBAL_STEP: 397225 | > loss_disc: 2.279585123062134 (2.3277145283562803) | > loss_disc_real_0: 0.08225322514772415 (0.10050093116504806) | > loss_disc_real_1: 0.21245217323303223 (0.20265610941818782) | > loss_disc_real_2: 0.22923798859119415 (0.21078629472426005) | > loss_disc_real_3: 0.22838596999645233 (0.22113661468029022) | > loss_disc_real_4: 0.2087852954864502 (0.22881399307932174) | > loss_disc_real_5: 0.18728400766849518 (0.2132722990853446) | > loss_0: 2.279585123062134 (2.3277145283562803) | > grad_norm_0: tensor(8.0478, device='cuda:0') (tensor(8.3279, device='cuda:0')) | > loss_gen: 2.430389165878296 (2.4798808097839355) | > loss_kl: 1.9257551431655884 (1.9195523432322912) | > loss_feat: 7.750251770019531 (6.747303656169346) | > loss_mel: 17.27787208557129 (17.489234243120467) | > loss_duration: 1.9785568714141846 (2.047376428331648) | > loss_1: 31.36282730102539 (30.68334742954799) | > grad_norm_1: tensor(134.3687, device='cuda:0') (tensor(125.1737, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3471 (0.371400203023638) | > loader_time: 0.0029 (0.003101740564618792)  --> TIME: 2024-06-12 08:48:24 -- STEP: 39/330 -- GLOBAL_STEP: 397250 | > loss_disc: 2.2740426063537598 (2.332561407333766) | > loss_disc_real_0: 0.12215431034564972 (0.10238102804391812) | > loss_disc_real_1: 0.20699624717235565 (0.19486466432229066) | > loss_disc_real_2: 0.20171450078487396 (0.21014150633261755) | > loss_disc_real_3: 0.22364401817321777 (0.22743959495654473) | > loss_disc_real_4: 0.2029978334903717 (0.23135969730523917) | > loss_disc_real_5: 0.18792831897735596 (0.22141519953043032) | > loss_0: 2.2740426063537598 (2.332561407333766) | > grad_norm_0: tensor(7.2128, device='cuda:0') (tensor(8.7445, device='cuda:0')) | > loss_gen: 2.4821689128875732 (2.500708885681935) | > loss_kl: 2.0015292167663574 (1.9455602841499524) | > loss_feat: 7.486809253692627 (6.914199193318685) | > loss_mel: 17.227863311767578 (17.36835650908642) | > loss_duration: 1.9634562730789185 (1.993529194440598) | > loss_1: 31.161827087402344 (30.722354204226765) | > grad_norm_1: tensor(66.8137, device='cuda:0') (tensor(96.1849, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3699 (0.36916039540217466) | > loader_time: 0.0034 (0.0033468405405680337)  --> TIME: 2024-06-12 08:48:33 -- STEP: 64/330 -- GLOBAL_STEP: 397275 | > loss_disc: 2.3516364097595215 (2.340290479362011) | > loss_disc_real_0: 0.10440942645072937 (0.10365792934317142) | > loss_disc_real_1: 0.20414474606513977 (0.1932121820282191) | > loss_disc_real_2: 0.22947941720485687 (0.21083060395903885) | > loss_disc_real_3: 0.24441736936569214 (0.22923378739506006) | > loss_disc_real_4: 0.2303510159254074 (0.23063912708312273) | > loss_disc_real_5: 0.2263689488172531 (0.2202370371669531) | > loss_0: 2.3516364097595215 (2.340290479362011) | > grad_norm_0: tensor(11.9587, device='cuda:0') (tensor(9.6232, device='cuda:0')) | > loss_gen: 2.6062638759613037 (2.503621339797973) | > loss_kl: 2.1064107418060303 (1.9421599209308624) | > loss_feat: 6.668569564819336 (6.993554562330246) | > loss_mel: 17.00669288635254 (17.35151287913323) | > loss_duration: 1.9789434671401978 (1.9792856536805634) | > loss_1: 30.366880416870117 (30.77013424038887) | > grad_norm_1: tensor(79.1016, device='cuda:0') (tensor(107.6330, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3872 (0.371147971600294) | > loader_time: 0.0035 (0.003544580191373825)  --> TIME: 2024-06-12 08:48:43 -- STEP: 89/330 -- GLOBAL_STEP: 397300 | > loss_disc: 2.2706260681152344 (2.347771012381222) | > loss_disc_real_0: 0.12209515273571014 (0.10769831849617904) | > loss_disc_real_1: 0.172260120511055 (0.19320330559537652) | > loss_disc_real_2: 0.20166580379009247 (0.2101774602458718) | > loss_disc_real_3: 0.20549146831035614 (0.22928008219499266) | > loss_disc_real_4: 0.21466948091983795 (0.23234381283936875) | > loss_disc_real_5: 0.21314042806625366 (0.22308900533767229) | > loss_0: 2.2706260681152344 (2.347771012381222) | > grad_norm_0: tensor(6.0120, device='cuda:0') (tensor(9.6145, device='cuda:0')) | > loss_gen: 2.522965669631958 (2.4917923868372194) | > loss_kl: 1.8996602296829224 (1.952414132236095) | > loss_feat: 7.380902290344238 (6.9884725474239735) | > loss_mel: 17.19527816772461 (17.26904277587205) | > loss_duration: 1.9811062812805176 (1.9745741627189555) | > loss_1: 30.97991371154785 (30.676295891236723) | > grad_norm_1: tensor(129.5193, device='cuda:0') (tensor(102.0064, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3659 (0.37178570500920327) | > loader_time: 0.0043 (0.0036783084440767094)  --> TIME: 2024-06-12 08:48:53 -- STEP: 114/330 -- GLOBAL_STEP: 397325 | > loss_disc: 2.3070883750915527 (2.349062697929249) | > loss_disc_real_0: 0.09082625806331635 (0.10881561406871729) | > loss_disc_real_1: 0.2504257559776306 (0.19282403862790057) | > loss_disc_real_2: 0.172647163271904 (0.2097817698591634) | > loss_disc_real_3: 0.24327680468559265 (0.22994520083854073) | > loss_disc_real_4: 0.27371254563331604 (0.23323314676159307) | > loss_disc_real_5: 0.2516326904296875 (0.222985405932393) | > loss_0: 2.3070883750915527 (2.349062697929249) | > grad_norm_0: tensor(13.0596, device='cuda:0') (tensor(9.3966, device='cuda:0')) | > loss_gen: 2.689753293991089 (2.4930199154636314) | > loss_kl: 2.135401725769043 (1.9628680766674511) | > loss_feat: 7.029996395111084 (6.989729199493141) | > loss_mel: 17.58202362060547 (17.25986552656742) | > loss_duration: 1.9957945346832275 (1.9767762202965589) | > loss_1: 31.432968139648438 (30.682258873655083) | > grad_norm_1: tensor(177.2283, device='cuda:0') (tensor(99.7688, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3746 (0.372666875521342) | > loader_time: 0.004 (0.0037631402935898095)  --> TIME: 2024-06-12 08:49:02 -- STEP: 139/330 -- GLOBAL_STEP: 397350 | > loss_disc: 2.421285390853882 (2.3503646558994875) | > loss_disc_real_0: 0.11177976429462433 (0.10986569663174718) | > loss_disc_real_1: 0.19594866037368774 (0.19317072340481575) | > loss_disc_real_2: 0.21753962337970734 (0.20986448957336892) | > loss_disc_real_3: 0.23974643647670746 (0.22986487250962703) | > loss_disc_real_4: 0.22421012818813324 (0.23206422622684095) | > loss_disc_real_5: 0.24178825318813324 (0.22366235903698764) | > loss_0: 2.421285390853882 (2.3503646558994875) | > grad_norm_0: tensor(6.2529, device='cuda:0') (tensor(9.1712, device='cuda:0')) | > loss_gen: 2.5528714656829834 (2.4893310001428177) | > loss_kl: 2.03729248046875 (1.9707876040781145) | > loss_feat: 6.74138069152832 (6.977426782786417) | > loss_mel: 17.156354904174805 (17.229142017501715) | > loss_duration: 2.0570335388183594 (1.9833729978945616) | > loss_1: 30.544933319091797 (30.65006036552594) | > grad_norm_1: tensor(108.9486, device='cuda:0') (tensor(98.1933, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3744 (0.37284588985305894) | > loader_time: 0.0041 (0.0038595113822882123)  --> TIME: 2024-06-12 08:49:12 -- STEP: 164/330 -- GLOBAL_STEP: 397375 | > loss_disc: 2.3326287269592285 (2.356864860871944) | > loss_disc_real_0: 0.11592306196689606 (0.11214632013948952) | > loss_disc_real_1: 0.1534680277109146 (0.1933718129265599) | > loss_disc_real_2: 0.21018093824386597 (0.21041505065996471) | > loss_disc_real_3: 0.2148590236902237 (0.22989934492038516) | > loss_disc_real_4: 0.22805851697921753 (0.23262804501303813) | > loss_disc_real_5: 0.25933611392974854 (0.22427906668404254) | > loss_0: 2.3326287269592285 (2.356864860871944) | > grad_norm_0: tensor(12.8976, device='cuda:0') (tensor(9.3561, device='cuda:0')) | > loss_gen: 2.5262908935546875 (2.4819044819692286) | > loss_kl: 1.9867216348648071 (1.97847044831369) | > loss_feat: 7.3313164710998535 (6.959588812618721) | > loss_mel: 17.212318420410156 (17.208813202090376) | > loss_duration: 2.0751945972442627 (1.9877168856016019) | > loss_1: 31.13184356689453 (30.616493876387434) | > grad_norm_1: tensor(163.7460, device='cuda:0') (tensor(96.2351, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3686 (0.3763631785788188) | > loader_time: 0.0043 (0.003954420729381282)  --> TIME: 2024-06-12 08:49:22 -- STEP: 189/330 -- GLOBAL_STEP: 397400 | > loss_disc: 2.389730453491211 (2.3604982227244724) | > loss_disc_real_0: 0.1462206095457077 (0.11281510501626939) | > loss_disc_real_1: 0.20269708335399628 (0.19361234822916604) | > loss_disc_real_2: 0.21515214443206787 (0.21095619425571785) | > loss_disc_real_3: 0.2410898059606552 (0.2298134976120853) | > loss_disc_real_4: 0.25711074471473694 (0.23287903403163587) | > loss_disc_real_5: 0.24085786938667297 (0.22482917698287458) | > loss_0: 2.389730453491211 (2.3604982227244724) | > grad_norm_0: tensor(24.0539, device='cuda:0') (tensor(9.6029, device='cuda:0')) | > loss_gen: 2.578327178955078 (2.477702679457488) | > loss_kl: 2.0880038738250732 (1.9862778230949685) | > loss_feat: 6.898066520690918 (6.958256837552186) | > loss_mel: 16.675029754638672 (17.170960749267902) | > loss_duration: 2.0837903022766113 (1.9959621454672838) | > loss_1: 30.323217391967773 (30.589160293498367) | > grad_norm_1: tensor(179.4460, device='cuda:0') (tensor(103.7065, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.3963 (0.37892132335239004) | > loader_time: 0.0053 (0.004074912853341885)  --> TIME: 2024-06-12 08:49:33 -- STEP: 214/330 -- GLOBAL_STEP: 397425 | > loss_disc: 2.4769506454467773 (2.362324878434157) | > loss_disc_real_0: 0.16275626420974731 (0.11417518127883707) | > loss_disc_real_1: 0.21536801755428314 (0.19405295372566328) | > loss_disc_real_2: 0.22716690599918365 (0.2110966675192396) | > loss_disc_real_3: 0.26564592123031616 (0.22992184688554745) | > loss_disc_real_4: 0.2470739334821701 (0.23284612770113988) | > loss_disc_real_5: 0.2550986409187317 (0.22461211472471185) | > loss_0: 2.4769506454467773 (2.362324878434157) | > grad_norm_0: tensor(20.3929, device='cuda:0') (tensor(10.7964, device='cuda:0')) | > loss_gen: 2.4043092727661133 (2.477381247226324) | > loss_kl: 1.9879205226898193 (1.995437725682125) | > loss_feat: 6.332455635070801 (6.941810498727817) | > loss_mel: 16.599010467529297 (17.12633058957965) | > loss_duration: 2.1179332733154297 (2.0043668841647215) | > loss_1: 29.44162940979004 (30.545326990501902) | > grad_norm_1: tensor(291.2172, device='cuda:0') (tensor(122.2657, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.402 (0.38202222485408616) | > loader_time: 0.0053 (0.004179063244400738)  --> TIME: 2024-06-12 08:49:43 -- STEP: 239/330 -- GLOBAL_STEP: 397450 | > loss_disc: 2.484070301055908 (2.3630995850184005) | > loss_disc_real_0: 0.11862418800592422 (0.11498157296594716) | > loss_disc_real_1: 0.2730446755886078 (0.19452776382657772) | > loss_disc_real_2: 0.29093119502067566 (0.21161167660268282) | > loss_disc_real_3: 0.24739167094230652 (0.22965006542754474) | > loss_disc_real_4: 0.2379852682352066 (0.23273828507217903) | > loss_disc_real_5: 0.21644563972949982 (0.22346657071901666) | > loss_0: 2.484070301055908 (2.3630995850184005) | > grad_norm_0: tensor(29.9922, device='cuda:0') (tensor(12.2659, device='cuda:0')) | > loss_gen: 2.503993511199951 (2.483307674838909) | > loss_kl: 2.092360258102417 (1.99968115056409) | > loss_feat: 6.816335201263428 (6.958216381871052) | > loss_mel: 16.96951675415039 (17.09217437440881) | > loss_duration: 2.0592920780181885 (2.0131830465843503) | > loss_1: 30.441497802734375 (30.546562657695436) | > grad_norm_1: tensor(243.0280, device='cuda:0') (tensor(141.5664, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.4126 (0.38559072087499396) | > loader_time: 0.0053 (0.00431981545611904)  --> TIME: 2024-06-12 08:49:54 -- STEP: 264/330 -- GLOBAL_STEP: 397475 | > loss_disc: 2.3627989292144775 (2.367049642584543) | > loss_disc_real_0: 0.1991138607263565 (0.11689202460657919) | > loss_disc_real_1: 0.17674723267555237 (0.1949344489046118) | > loss_disc_real_2: 0.17406262457370758 (0.21194752920983415) | > loss_disc_real_3: 0.2488928735256195 (0.2299342364863013) | > loss_disc_real_4: 0.2622050940990448 (0.23310419809863422) | > loss_disc_real_5: 0.2546970546245575 (0.22268771656760664) | > loss_0: 2.3627989292144775 (2.367049642584543) | > grad_norm_0: tensor(35.0323, device='cuda:0') (tensor(14.4828, device='cuda:0')) | > loss_gen: 2.5678892135620117 (2.48899625919082) | > loss_kl: 2.0476510524749756 (2.0076019194993115) | > loss_feat: 6.938842296600342 (6.97370308637619) | > loss_mel: 15.835535049438477 (17.051701115839418) | > loss_duration: 2.1514601707458496 (2.0217783591060945) | > loss_1: 29.541379928588867 (30.543780789230805) | > grad_norm_1: tensor(412.0152, device='cuda:0') (tensor(168.3968, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.434 (0.3895754570310767) | > loader_time: 0.0059 (0.004446667252164897)  --> TIME: 2024-06-12 08:50:06 -- STEP: 289/330 -- GLOBAL_STEP: 397500 | > loss_disc: 2.4386954307556152 (2.369944397553442) | > loss_disc_real_0: 0.11487745493650436 (0.11777164419681144) | > loss_disc_real_1: 0.21594849228858948 (0.19570638192978698) | > loss_disc_real_2: 0.20166462659835815 (0.2122520596098322) | > loss_disc_real_3: 0.22903792560100555 (0.2296628721032588) | > loss_disc_real_4: 0.2314281016588211 (0.2325461031965731) | > loss_disc_real_5: 0.24017180502414703 (0.22284942818966705) | > loss_0: 2.4386954307556152 (2.369944397553442) | > grad_norm_0: tensor(10.5678, device='cuda:0') (tensor(14.9338, device='cuda:0')) | > loss_gen: 2.349623680114746 (2.4812399565554824) | > loss_kl: 2.02758526802063 (2.014124578258159) | > loss_feat: 6.119688034057617 (6.968600764819081) | > loss_mel: 15.868730545043945 (17.005183794094215) | > loss_duration: 2.182201385498047 (2.031979188374584) | > loss_1: 28.547828674316406 (30.501128325412843) | > grad_norm_1: tensor(165.5040, device='cuda:0') (tensor(178.9968, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.4579 (0.3948092477131881) | > loader_time: 0.0066 (0.004601283056925736) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_397500.pth  --> TIME: 2024-06-12 08:50:24 -- STEP: 314/330 -- GLOBAL_STEP: 397525 | > loss_disc: 2.4236912727355957 (2.3749825217921283) | > loss_disc_real_0: 0.1364903599023819 (0.11901105860853271) | > loss_disc_real_1: 0.2016943097114563 (0.19624854685964097) | > loss_disc_real_2: 0.23726318776607513 (0.212382115660959) | > loss_disc_real_3: 0.22535637021064758 (0.23017352734022078) | > loss_disc_real_4: 0.23441120982170105 (0.2328650561297775) | > loss_disc_real_5: 0.2279154658317566 (0.22332366646095447) | > loss_0: 2.4236912727355957 (2.3749825217921283) | > grad_norm_0: tensor(22.2534, device='cuda:0') (tensor(15.5791, device='cuda:0')) | > loss_gen: 2.4852442741394043 (2.476110214640381) | > loss_kl: 2.0254905223846436 (2.0193720080290647) | > loss_feat: 6.577028751373291 (6.9708934285838104) | > loss_mel: 16.590185165405273 (16.965139735276534) | > loss_duration: 2.239433765411377 (2.0452698351471303) | > loss_1: 29.917381286621094 (30.476785271031083) | > grad_norm_1: tensor(363.2363, device='cuda:0') (tensor(191.5754, device='cuda:0')) | > current_lr_0: 0.00017789349804347087 | > current_lr_1: 0.00017789349804347087 | > step_time: 0.5212 (0.4035288148624884) | > loader_time: 0.0076 (0.00481519349821054)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.478610038757324 (2.478610038757324) | > loss_disc_real_0: 0.14622554183006287 (0.14622554183006287) | > loss_disc_real_1: 0.1463964283466339 (0.1463964283466339) | > loss_disc_real_2: 0.25523459911346436 (0.25523459911346436) | > loss_disc_real_3: 0.24811598658561707 (0.24811598658561707) | > loss_disc_real_4: 0.26309934258461 (0.26309934258461) | > loss_disc_real_5: 0.29853183031082153 (0.29853183031082153) | > loss_0: 2.478610038757324 (2.478610038757324) | > loss_gen: 2.4570159912109375 (2.4570159912109375) | > loss_kl: 3.087331771850586 (3.087331771850586) | > loss_feat: 7.926342010498047 (7.926342010498047) | > loss_mel: 18.243724822998047 (18.243724822998047) | > loss_duration: 3.018495559692383 (3.018495559692383) | > loss_1: 34.73291015625 (34.73291015625)  --> STEP: 1 | > loss_disc: 2.405674457550049 (2.405674457550049) | > loss_disc_real_0: 0.10191808640956879 (0.10191808640956879) | > loss_disc_real_1: 0.20843787491321564 (0.20843787491321564) | > loss_disc_real_2: 0.1415773630142212 (0.1415773630142212) | > loss_disc_real_3: 0.24347615242004395 (0.24347615242004395) | > loss_disc_real_4: 0.2543550133705139 (0.2543550133705139) | > loss_disc_real_5: 0.20029571652412415 (0.20029571652412415) | > loss_0: 2.405674457550049 (2.405674457550049) | > loss_gen: 2.1284375190734863 (2.1284375190734863) | > loss_kl: 3.0591020584106445 (3.0591020584106445) | > loss_feat: 7.497706413269043 (7.497706413269043) | > loss_mel: 18.14270782470703 (18.14270782470703) | > loss_duration: 2.477033853530884 (2.477033853530884) | > loss_1: 33.304988861083984 (33.304988861083984)  --> STEP: 2 | > loss_disc: 2.62554931640625 (2.5156118869781494) | > loss_disc_real_0: 0.08056879043579102 (0.0912434384226799) | > loss_disc_real_1: 0.17442351579666138 (0.1914306953549385) | > loss_disc_real_2: 0.18907493352890015 (0.16532614827156067) | > loss_disc_real_3: 0.24794062972068787 (0.2457083910703659) | > loss_disc_real_4: 0.31174224615097046 (0.2830486297607422) | > loss_disc_real_5: 0.36370959877967834 (0.28200265765190125) | > loss_0: 2.62554931640625 (2.5156118869781494) | > loss_gen: 2.153129816055298 (2.140783667564392) | > loss_kl: 2.374370574951172 (2.716736316680908) | > loss_feat: 5.949681758880615 (6.723694086074829) | > loss_mel: 18.634580612182617 (18.388644218444824) | > loss_duration: 2.4970054626464844 (2.487019658088684) | > loss_1: 31.608768463134766 (32.456878662109375)  --> STEP: 3 | > loss_disc: 2.5306501388549805 (2.5206246376037598) | > loss_disc_real_0: 0.19038125872612 (0.1242893785238266) | > loss_disc_real_1: 0.19362427294254303 (0.19216188788414001) | > loss_disc_real_2: 0.15121906995773315 (0.16062378883361816) | > loss_disc_real_3: 0.2390497773885727 (0.24348885317643484) | > loss_disc_real_4: 0.25232377648353577 (0.2728070120016734) | > loss_disc_real_5: 0.23432005941867828 (0.2661084582408269) | > loss_0: 2.5306501388549805 (2.5206246376037598) | > loss_gen: 2.1790804862976074 (2.1535492738087973) | > loss_kl: 3.29982328414917 (2.9110986391703286) | > loss_feat: 5.742567539215088 (6.396651903788249) | > loss_mel: 17.00139045715332 (17.926226298014324) | > loss_duration: 2.3241324424743652 (2.4327239195505777) | > loss_1: 30.546995162963867 (31.82025082906087)  --> STEP: 4 | > loss_disc: 2.3383476734161377 (2.4750553965568542) | > loss_disc_real_0: 0.13204802572727203 (0.12622904032468796) | > loss_disc_real_1: 0.17669044435024261 (0.18829402700066566) | > loss_disc_real_2: 0.2342521846294403 (0.1790308877825737) | > loss_disc_real_3: 0.24560922384262085 (0.24401894584298134) | > loss_disc_real_4: 0.2871246039867401 (0.27638640999794006) | > loss_disc_real_5: 0.2593764364719391 (0.26442545279860497) | > loss_0: 2.3383476734161377 (2.4750553965568542) | > loss_gen: 2.5677366256713867 (2.2570961117744446) | > loss_kl: 3.8556864261627197 (3.1472455859184265) | > loss_feat: 7.34751558303833 (6.634367823600769) | > loss_mel: 17.201860427856445 (17.745134830474854) | > loss_duration: 2.4165070056915283 (2.4286696910858154) | > loss_1: 33.38930892944336 (32.212515354156494)  --> STEP: 5 | > loss_disc: 2.4590635299682617 (2.471857023239136) | > loss_disc_real_0: 0.09190936386585236 (0.11936510503292083) | > loss_disc_real_1: 0.2128017544746399 (0.19319557249546052) | > loss_disc_real_2: 0.15517835319042206 (0.17426038086414336) | > loss_disc_real_3: 0.2664872705936432 (0.2485126107931137) | > loss_disc_real_4: 0.25775060057640076 (0.2726592481136322) | > loss_disc_real_5: 0.3349872827529907 (0.27853781878948214) | > loss_0: 2.4590635299682617 (2.471857023239136) | > loss_gen: 2.4410417079925537 (2.2938852310180664) | > loss_kl: 3.1032114028930664 (3.1384387493133543) | > loss_feat: 6.2769694328308105 (6.562888145446777) | > loss_mel: 17.883686065673828 (17.77284507751465) | > loss_duration: 2.366938352584839 (2.41632342338562) | > loss_1: 32.07184600830078 (32.18438148498535)  --> STEP: 6 | > loss_disc: 2.451651096343994 (2.4684893687566123) | > loss_disc_real_0: 0.09962073713541031 (0.11607437705000241) | > loss_disc_real_1: 0.20613498985767365 (0.19535214205582938) | > loss_disc_real_2: 0.21939478814601898 (0.1817827820777893) | > loss_disc_real_3: 0.31152448058128357 (0.259014589091142) | > loss_disc_real_4: 0.30047711730003357 (0.2772955596446991) | > loss_disc_real_5: 0.27298393845558167 (0.2776121720671654) | > loss_0: 2.451651096343994 (2.4684893687566123) | > loss_gen: 2.444183826446533 (2.318934996922811) | > loss_kl: 3.247663974761963 (3.156642953554789) | > loss_feat: 5.924081802368164 (6.456420421600342) | > loss_mel: 17.0858097076416 (17.65833918253581) | > loss_duration: 2.2251954078674316 (2.384468754132589) | > loss_1: 30.92693328857422 (31.974806785583496)  --> STEP: 7 | > loss_disc: 2.6496565341949463 (2.49437039239066) | > loss_disc_real_0: 0.16490304470062256 (0.12304990100009101) | > loss_disc_real_1: 0.22418160736560822 (0.19947063710008348) | > loss_disc_real_2: 0.21521946787834167 (0.1865594514778682) | > loss_disc_real_3: 0.2739677131175995 (0.2611507496663502) | > loss_disc_real_4: 0.27952682971954346 (0.277614312512534) | > loss_disc_real_5: 0.2467256486415863 (0.27319981157779694) | > loss_0: 2.6496565341949463 (2.49437039239066) | > loss_gen: 2.0671069622039795 (2.2829595633915494) | > loss_kl: 4.409339904785156 (3.335599660873413) | > loss_feat: 4.482608318328857 (6.17444726399013) | > loss_mel: 15.77232551574707 (17.388908658708846) | > loss_duration: 2.487994909286499 (2.3992582048688615) | > loss_1: 29.219375610351562 (31.581173760550364)  --> STEP: 8 | > loss_disc: 2.1976559162139893 (2.457281082868576) | > loss_disc_real_0: 0.18024498224258423 (0.13019928615540266) | > loss_disc_real_1: 0.1416471153497696 (0.19224269688129425) | > loss_disc_real_2: 0.11543287336826324 (0.1776686292141676) | > loss_disc_real_3: 0.15274478495121002 (0.2476000040769577) | > loss_disc_real_4: 0.25542983412742615 (0.2748412527143955) | > loss_disc_real_5: 0.22209499776363373 (0.26681170985102654) | > loss_0: 2.1976559162139893 (2.457281082868576) | > loss_gen: 2.7002289295196533 (2.3351182341575623) | > loss_kl: 2.9121627807617188 (3.2826700508594513) | > loss_feat: 12.109930038452148 (6.916382610797882) | > loss_mel: 19.595247268676758 (17.664700984954834) | > loss_duration: 2.2775814533233643 (2.3840486109256744) | > loss_1: 39.595149993896484 (32.58292078971863)  --> STEP: 9 | > loss_disc: 2.257648229598999 (2.435099654727512) | > loss_disc_real_0: 0.25564295053482056 (0.1441374710864491) | > loss_disc_real_1: 0.19941042363643646 (0.19303911096519893) | > loss_disc_real_2: 0.1819678694009781 (0.17814632256825766) | > loss_disc_real_3: 0.21876563131809235 (0.24439618488152823) | > loss_disc_real_4: 0.22345182299613953 (0.26913131607903373) | > loss_disc_real_5: 0.12184891104698181 (0.25070473220613265) | > loss_0: 2.257648229598999 (2.435099654727512) | > loss_gen: 2.583688259124756 (2.362737125820584) | > loss_kl: 2.7180933952331543 (3.2199393113454184) | > loss_feat: 9.32470703125 (7.183974213070339) | > loss_mel: 17.83077049255371 (17.68315315246582) | > loss_duration: 2.170017719268799 (2.360267400741577) | > loss_1: 34.62727737426758 (32.810071521335175)  --> STEP: 10 | > loss_disc: 2.614145040512085 (2.4530041933059694) | > loss_disc_real_0: 0.21363511681556702 (0.15108723565936089) | > loss_disc_real_1: 0.22274373471736908 (0.19600957334041597) | > loss_disc_real_2: 0.23496057093143463 (0.18382774740457536) | > loss_disc_real_3: 0.22988580167293549 (0.24294514656066896) | > loss_disc_real_4: 0.25535252690315247 (0.2677534371614456) | > loss_disc_real_5: 0.2273879200220108 (0.2483730509877205) | > loss_0: 2.614145040512085 (2.4530041933059694) | > loss_gen: 2.293951988220215 (2.3558586120605467) | > loss_kl: 3.0569920539855957 (3.203644585609436) | > loss_feat: 5.299192428588867 (6.995496034622192) | > loss_mel: 16.8470458984375 (17.59954242706299) | > loss_duration: 2.3973846435546875 (2.363979125022888) | > loss_1: 29.89456558227539 (32.5185209274292)  --> STEP: 11 | > loss_disc: 2.4599063396453857 (2.4536316611550073) | > loss_disc_real_0: 0.13511472940444946 (0.14963518963618713) | > loss_disc_real_1: 0.2258799821138382 (0.1987250650470907) | > loss_disc_real_2: 0.18761727213859558 (0.18417224965312265) | > loss_disc_real_3: 0.21990415453910828 (0.24085051092234525) | > loss_disc_real_4: 0.31825271248817444 (0.27234428037296643) | > loss_disc_real_5: 0.22587677836418152 (0.24632793529467148) | > loss_0: 2.4599063396453857 (2.4536316611550073) | > loss_gen: 2.2033629417419434 (2.34199536930431) | > loss_kl: 3.937480926513672 (3.2703569802370938) | > loss_feat: 5.798436164855957 (6.886672410097989) | > loss_mel: 13.37618350982666 (17.21560070731423) | > loss_duration: 2.5587902069091797 (2.3816892233761875) | > loss_1: 27.87425422668457 (32.09631486372514)  --> STEP: 12 | > loss_disc: 2.7104129791259766 (2.475030104319255) | > loss_disc_real_0: 0.2466743290424347 (0.15772178458670777) | > loss_disc_real_1: 0.22177715599536896 (0.2006460726261139) | > loss_disc_real_2: 0.20935691893100739 (0.18627097209294638) | > loss_disc_real_3: 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2.5433430671691895 (2.480284947615403) | > loss_gen: 2.012032985687256 (2.3100755031292257) | > loss_kl: 3.013476848602295 (3.2105317299182596) | > loss_feat: 4.4067864418029785 (6.614687516139104) | > loss_mel: 13.750032424926758 (16.85966102893536) | > loss_duration: 2.2296342849731445 (2.361655620428232) | > loss_1: 25.411964416503906 (31.35661169198843)  --> STEP: 14 | > loss_disc: 2.5418272018432617 (2.4846808229173933) | > loss_disc_real_0: 0.17279335856437683 (0.15573446825146675) | > loss_disc_real_1: 0.19395625591278076 (0.20576269924640656) | > loss_disc_real_2: 0.23357857763767242 (0.18910928602729524) | > loss_disc_real_3: 0.2756536602973938 (0.24206265487841197) | > loss_disc_real_4: 0.30973002314567566 (0.2732600175908633) | > loss_disc_real_5: 0.23898407816886902 (0.2458256334066391) | > loss_0: 2.5418272018432617 (2.4846808229173933) | > loss_gen: 2.4110562801361084 (2.317288415772574) | > loss_kl: 4.563836574554443 (3.3071963616779874) | > loss_feat: 6.252510070800781 (6.588817698614938) | > loss_mel: 17.245988845825195 (16.887255872998917) | > loss_duration: 2.46622371673584 (2.3691247701644897) | > loss_1: 32.93961715698242 (31.469683510916575)  --> STEP: 15 | > loss_disc: 2.370542049407959 (2.4770715713500975) | > loss_disc_real_0: 0.1236361414194107 (0.15359457979599636) | > loss_disc_real_1: 0.24183954298496246 (0.20816782216231028) | > loss_disc_real_2: 0.18543203175067902 (0.1888641357421875) | > loss_disc_real_3: 0.22849442064762115 (0.24115810592969258) | > loss_disc_real_4: 0.2453477382659912 (0.2713991989692052) | > loss_disc_real_5: 0.1774219274520874 (0.24126538634300232) | > loss_0: 2.370542049407959 (2.4770715713500975) | > loss_gen: 2.333507537841797 (2.3183696905771893) | > loss_kl: 3.279244899749756 (3.3053329308827717) | > loss_feat: 7.57935094833374 (6.654853248596192) | > loss_mel: 16.658615112304688 (16.872013155619303) | > loss_duration: 2.425257444381714 (2.372866948445638) | > loss_1: 32.275978088378906 (31.523436482747396)  --> STEP: 16 | > loss_disc: 2.448184013366699 (2.4752660989761353) | > loss_disc_real_0: 0.15291491150856018 (0.1535521005280316) | > loss_disc_real_1: 0.22596187889575958 (0.20927995070815086) | > loss_disc_real_2: 0.1955350935459137 (0.1892810706049204) | > loss_disc_real_3: 0.24433836340904236 (0.24135687202215195) | > loss_disc_real_4: 0.3126319348812103 (0.27397624496370554) | > loss_disc_real_5: 0.2777615487575531 (0.24354639649391174) | > loss_0: 2.448184013366699 (2.4752660989761353) | > loss_gen: 2.868262767791748 (2.352738007903099) | > loss_kl: 3.275148391723633 (3.3034463971853256) | > loss_feat: 9.232508659362793 (6.815956711769104) | > loss_mel: 16.920204162597656 (16.87502509355545) | > loss_duration: 2.4197001457214355 (2.3757940232753754) | > loss_1: 34.715824127197266 (31.722960710525513)  --> STEP: 17 | > loss_disc: 2.391003370285034 (2.4703094678766586) | > loss_disc_real_0: 0.12079200148582458 (0.15162503587849) | > loss_disc_real_1: 0.10945622622966766 (0.20340796691529892) | > loss_disc_real_2: 0.17213399708271027 (0.18827241922126098) | > loss_disc_real_3: 0.2529551386833191 (0.2420391230022206) | > loss_disc_real_4: 0.2271840125322342 (0.2712237607030308) | > loss_disc_real_5: 0.2876676321029663 (0.24614176329444437) | > loss_0: 2.391003370285034 (2.4703094678766586) | > loss_gen: 2.235924482345581 (2.3458666240467743) | > loss_kl: 2.41438364982605 (3.251148588517133) | > loss_feat: 6.761180877685547 (6.812734603881836) | > loss_mel: 17.10793113708496 (16.888725449057187) | > loss_duration: 2.4371893405914307 (2.379405512529261) | > loss_1: 30.95660972595215 (31.677881240844727)  --> STEP: 18 | > loss_disc: 2.4325361251831055 (2.468210948838128) | > loss_disc_real_0: 0.1233254224061966 (0.15005283513002926) | > loss_disc_real_1: 0.25196826457977295 (0.2061057612299919) | > loss_disc_real_2: 0.12281427532434464 (0.1846358556714323) | > loss_disc_real_3: 0.2377852350473404 (0.24180279589361614) | > loss_disc_real_4: 0.30893474817276 (0.2733188155624602) | > loss_disc_real_5: 0.25082477927207947 (0.24640193084875742) | > loss_0: 2.4325361251831055 (2.468210948838128) | > loss_gen: 2.2868125438690186 (2.3425858418146768) | > loss_kl: 3.518423080444336 (3.2659971714019775) | > loss_feat: 8.017895698547363 (6.879687998029921) | > loss_mel: 15.480059623718262 (16.810466236538357) | > loss_duration: 2.1886863708496094 (2.3688100046581693) | > loss_1: 31.49187660217285 (31.6675476498074)  --> STEP: 19 | > loss_disc: 2.4390292167663574 (2.466675068202772) | > loss_disc_real_0: 0.20738878846168518 (0.15307051688432693) | > loss_disc_real_1: 0.21122567355632782 (0.20637523029979907) | > loss_disc_real_2: 0.22072772681713104 (0.18653542783699537) | > loss_disc_real_3: 0.2127942442893982 (0.24027603001970993) | > loss_disc_real_4: 0.2823927402496338 (0.27379639054599564) | > loss_disc_real_5: 0.20959331095218658 (0.24446463506472738) | > loss_0: 2.4390292167663574 (2.466675068202772) | > loss_gen: 2.4881269931793213 (2.350245902412816) | > loss_kl: 2.218306303024292 (3.2108555467505204) | > loss_feat: 6.7042107582092285 (6.870452353828831) | > loss_mel: 16.234912872314453 (16.780173954210785) | > loss_duration: 2.35044264793396 (2.3678433016726843) | > loss_1: 29.99599838256836 (31.579571372584294)  --> STEP: 20 | > loss_disc: 2.3992552757263184 (2.463304078578949) | > loss_disc_real_0: 0.15491589903831482 (0.15316278599202632) | > loss_disc_real_1: 0.1230376809835434 (0.20220835283398628) | > loss_disc_real_2: 0.31472456455230713 (0.19294488467276097) | > loss_disc_real_3: 0.2344513088464737 (0.23998479396104813) | > loss_disc_real_4: 0.2756199836730957 (0.27388757020235066) | > loss_disc_real_5: 0.22757956385612488 (0.24362038150429727) | > loss_0: 2.3992552757263184 (2.463304078578949) | > loss_gen: 2.5194168090820312 (2.358704447746277) | > loss_kl: 2.354109764099121 (3.1680182576179505) | > loss_feat: 6.993504047393799 (6.87660493850708) | > loss_mel: 17.24789047241211 (16.80355978012085) | > loss_duration: 2.2935752868652344 (2.3641299009323116) | > loss_1: 31.408496856689453 (31.57101764678955)  --> STEP: 21 | > loss_disc: 2.510830879211426 (2.465567259561448) | > loss_disc_real_0: 0.11575406789779663 (0.15138141846372968) | > loss_disc_real_1: 0.23813237249851227 (0.20391902043705895) | > loss_disc_real_2: 0.20537365972995758 (0.19353673110405603) | > loss_disc_real_3: 0.22184519469738007 (0.23912100351992108) | > loss_disc_real_4: 0.28704503178596497 (0.27451411599204656) | > loss_disc_real_5: 0.29131340980529785 (0.24589147809005918) | > loss_0: 2.510830879211426 (2.465567259561448) | > loss_gen: 2.3677241802215576 (2.3591339588165283) | > loss_kl: 2.1494643688201904 (3.119515691484724) | > loss_feat: 5.546549320220947 (6.813268956683931) | > loss_mel: 15.111408233642578 (16.722981135050457) | > loss_duration: 2.1836414337158203 (2.355535212017241) | > loss_1: 27.358787536621094 (31.37043526059105)  --> STEP: 22 | > loss_disc: 2.576274871826172 (2.470599423755299) | > loss_disc_real_0: 0.14402472972869873 (0.15104702352122826) | > loss_disc_real_1: 0.23217645287513733 (0.20520344918424432) | > loss_disc_real_2: 0.18885460495948792 (0.19332390718839385) | > loss_disc_real_3: 0.2211817353963852 (0.23830558224157852) | > loss_disc_real_4: 0.2925504744052887 (0.27533395046537573) | > loss_disc_real_5: 0.2520520091056824 (0.24617150222713297) | > loss_0: 2.576274871826172 (2.470599423755299) | > loss_gen: 2.218672513961792 (2.3527493476867676) | > loss_kl: 2.1729047298431396 (3.0764879205010156) | > loss_feat: 5.275789737701416 (6.7433835376392715) | > loss_mel: 15.568246841430664 (16.67049321261319) | > loss_duration: 2.1907503604888916 (2.348044991493225) | > loss_1: 27.426362991333008 (31.19115924835205)  --> STEP: 23 | > loss_disc: 2.3175692558288574 (2.46394593819328) | > loss_disc_real_0: 0.09755699336528778 (0.14872137003618735) | > loss_disc_real_1: 0.2043931633234024 (0.20516821936420773) | > loss_disc_real_2: 0.121612049639225 (0.19020600033843) | > loss_disc_real_3: 0.22943244874477386 (0.23791979382867398) | > loss_disc_real_4: 0.2817474603652954 (0.275612798721894) | > loss_disc_real_5: 0.2723144590854645 (0.2473081525253213) | > loss_0: 2.3175692558288574 (2.46394593819328) | > loss_gen: 2.3521034717559814 (2.3527212661245596) | > loss_kl: 2.9587454795837402 (3.0713686839393946) | > loss_feat: 5.930367469787598 (6.708035012950068) | > loss_mel: 17.341466903686523 (16.699665981790293) | > loss_duration: 2.256439208984375 (2.3440621313841445) | > loss_1: 30.839122772216797 (31.17585331460704)  --> STEP: 24 | > loss_disc: 2.3032214641571045 (2.457249085108439) | > loss_disc_real_0: 0.08842910826206207 (0.14620919246226546) | > loss_disc_real_1: 0.34560802578926086 (0.2110198779652516) | > loss_disc_real_2: 0.17996369302272797 (0.18977923753360906) | > loss_disc_real_3: 0.26423951983451843 (0.2390164490789175) | > loss_disc_real_4: 0.22801920771598816 (0.27362973242998123) | > loss_disc_real_5: 0.23243695497512817 (0.24668851929406324) | > loss_0: 2.3032214641571045 (2.457249085108439) | > loss_gen: 2.5650086402893066 (2.361566573381424) | > loss_kl: 2.289820909500122 (3.0388041933377585) | > loss_feat: 6.252448558807373 (6.689052244027455) | > loss_mel: 17.051786422729492 (16.714337666829426) | > loss_duration: 2.453296661376953 (2.348613570133845) | > loss_1: 30.61236000061035 (31.152374426523846)  --> STEP: 25 | > loss_disc: 2.7124037742614746 (2.4674552726745604) | > loss_disc_real_0: 0.1638246476650238 (0.1469138106703758) | > loss_disc_real_1: 0.2631974220275879 (0.21310697972774506) | > loss_disc_real_2: 0.22084832191467285 (0.19102200090885163) | > loss_disc_real_3: 0.24932816624641418 (0.23942891776561737) | > loss_disc_real_4: 0.2724016606807709 (0.27358060956001284) | > loss_disc_real_5: 0.1986449807882309 (0.24476677775382996) | > loss_0: 2.7124037742614746 (2.4674552726745604) | > loss_gen: 2.0626964569091797 (2.349611768722534) | > loss_kl: 3.145397663116455 (3.0430679321289062) | > loss_feat: 5.15178108215332 (6.6275613975524905) | > loss_mel: 13.181447982788086 (16.573022079467773) | > loss_duration: 2.4162192344665527 (2.3513177967071535) | > loss_1: 25.957542419433594 (30.944581146240235)  --> STEP: 26 | > loss_disc: 2.654365062713623 (2.474644110752986) | > loss_disc_real_0: 0.08684984594583511 (0.14460365818097037) | > loss_disc_real_1: 0.22749830782413483 (0.21366049234683698) | > loss_disc_real_2: 0.2327699214220047 (0.19262769015935752) | > loss_disc_real_3: 0.28999048471450806 (0.24137359341749778) | > loss_disc_real_4: 0.25656965374946594 (0.272926342028838) | > loss_disc_real_5: 0.22352299094200134 (0.24394970903029808) | > loss_0: 2.654365062713623 (2.474644110752986) | > loss_gen: 1.9967247247695923 (2.336039190108959) | > loss_kl: 2.5261001586914062 (3.0231845562274637) | > loss_feat: 4.161251068115234 (6.53270330795875) | > loss_mel: 12.624799728393555 (16.421167373657227) | > loss_duration: 2.303156852722168 (2.3494654527077308) | > loss_1: 23.61203384399414 (30.662560096153847) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024810937734750602 (+6.439135624812173e-05) | > avg_loss_disc: 2.474644110752986 (+0.027100306290846365) | > avg_loss_disc_real_0: 0.14460365818097037 (+0.0053589553214036245) | > avg_loss_disc_real_1: 0.21366049234683698 (-0.0026068595739511258) | > avg_loss_disc_real_2: 0.19262769015935752 (-0.057813940139917225) | > avg_loss_disc_real_3: 0.24137359341749778 (+0.0029257982969284058) | > avg_loss_disc_real_4: 0.272926342028838 (+0.03782105904359087) | > avg_loss_disc_real_5: 0.24394970903029808 (+0.0013047536978354757) | > avg_loss_0: 2.474644110752986 (+0.027100306290846365) | > avg_loss_gen: 2.336039190108959 (-0.08608045944800757) | > avg_loss_kl: 3.0231845562274637 (+0.04238705451671887) | > avg_loss_feat: 6.53270330795875 (-0.36176827320685767) | > avg_loss_mel: 16.421167373657227 (-0.025376576643722615) | > avg_loss_duration: 2.3494654527077308 (-0.04179042119246246) | > avg_loss_1: 30.662560096153847 (-0.47262807992788325)  > EPOCH: 938/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:50:53)   --> TIME: 2024-06-12 08:50:57 -- STEP: 9/330 -- GLOBAL_STEP: 397550 | > loss_disc: 2.3342771530151367 (2.297784937752618) | > loss_disc_real_0: 0.12530796229839325 (0.10247055275572671) | > loss_disc_real_1: 0.19326771795749664 (0.1907858434650633) | > loss_disc_real_2: 0.20301032066345215 (0.19277202586332956) | > loss_disc_real_3: 0.25188541412353516 (0.22078857322533926) | > loss_disc_real_4: 0.2258485108613968 (0.22541885409090254) | > loss_disc_real_5: 0.25092965364456177 (0.22032928632365334) | > loss_0: 2.3342771530151367 (2.297784937752618) | > grad_norm_0: tensor(6.4437, device='cuda:0') (tensor(6.8214, device='cuda:0')) | > loss_gen: 2.5883984565734863 (2.5161819722917347) | > loss_kl: 1.942504644393921 (1.9440366162194147) | > loss_feat: 7.035185813903809 (6.9995736545986595) | > loss_mel: 17.84918975830078 (17.51659287346734) | > loss_duration: 2.0791616439819336 (2.0892285770840116) | > loss_1: 31.494441986083984 (31.065613640679253) | > grad_norm_1: tensor(49.3093, device='cuda:0') (tensor(63.7691, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3779 (0.3817264768812392) | > loader_time: 0.0034 (0.003491560618082682)  --> TIME: 2024-06-12 08:51:06 -- STEP: 34/330 -- GLOBAL_STEP: 397575 | > loss_disc: 2.427593469619751 (2.333276419078603) | > loss_disc_real_0: 0.1376713663339615 (0.10525103395476061) | > loss_disc_real_1: 0.20094804465770721 (0.19430101224604776) | > loss_disc_real_2: 0.18874146044254303 (0.2031381656141842) | > loss_disc_real_3: 0.23222705721855164 (0.2237708783325027) | > loss_disc_real_4: 0.25545451045036316 (0.23078422730459885) | > loss_disc_real_5: 0.270515501499176 (0.2210513826678781) | > loss_0: 2.427593469619751 (2.333276419078603) | > grad_norm_0: tensor(10.0452, device='cuda:0') (tensor(8.0093, device='cuda:0')) | > loss_gen: 2.5666143894195557 (2.4961698476006005) | > loss_kl: 2.0793089866638184 (1.941555349265828) | > loss_feat: 6.8934454917907715 (6.991603150087244) | > loss_mel: 17.210477828979492 (17.265965181238517) | > loss_duration: 2.0000481605529785 (1.993698085055632) | > loss_1: 30.749893188476562 (30.688991658827838) | > grad_norm_1: tensor(122.8695, device='cuda:0') (tensor(85.0034, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3492 (0.36210357441621666) | > loader_time: 0.0031 (0.0033241089652566347)  --> TIME: 2024-06-12 08:51:16 -- STEP: 59/330 -- GLOBAL_STEP: 397600 | > loss_disc: 2.420382022857666 (2.3417006670418443) | > loss_disc_real_0: 0.09486736357212067 (0.1067966173513461) | > loss_disc_real_1: 0.18361058831214905 (0.19399788773665994) | > loss_disc_real_2: 0.1819113940000534 (0.2054663345975391) | > loss_disc_real_3: 0.23906700313091278 (0.2265772054256019) | > loss_disc_real_4: 0.22462846338748932 (0.23094933467396236) | > loss_disc_real_5: 0.22272063791751862 (0.22338151982275106) | > loss_0: 2.420382022857666 (2.3417006670418443) | > grad_norm_0: tensor(6.5882, device='cuda:0') (tensor(8.1858, device='cuda:0')) | > loss_gen: 2.401474952697754 (2.482905585887068) | > loss_kl: 1.8350894451141357 (1.9521722611734422) | > loss_feat: 6.6365861892700195 (6.97064159684262) | > loss_mel: 15.957122802734375 (17.13978596056923) | > loss_duration: 1.9701008796691895 (1.9755823975902496) | > loss_1: 28.800373077392578 (30.521087775796147) | > grad_norm_1: tensor(66.9699, device='cuda:0') (tensor(92.1314, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3676 (0.3665608632362495) | > loader_time: 0.0034 (0.0034563258542852885)  --> TIME: 2024-06-12 08:51:26 -- STEP: 84/330 -- GLOBAL_STEP: 397625 | > loss_disc: 2.3604440689086914 (2.344602286815644) | > loss_disc_real_0: 0.06720462441444397 (0.10686590810794205) | > loss_disc_real_1: 0.15054503083229065 (0.1935380615648769) | > loss_disc_real_2: 0.19791071116924286 (0.20736600919848397) | > loss_disc_real_3: 0.22674599289894104 (0.2271444054231757) | > loss_disc_real_4: 0.23566147685050964 (0.2301992607258615) | > loss_disc_real_5: 0.20580482482910156 (0.2238109280310926) | > loss_0: 2.3604440689086914 (2.344602286815644) | > grad_norm_0: tensor(7.8478, device='cuda:0') (tensor(8.2432, device='cuda:0')) | > loss_gen: 2.5847439765930176 (2.481197507608503) | > loss_kl: 2.008228302001953 (1.9805681166194735) | > loss_feat: 6.696509838104248 (7.002112638382685) | > loss_mel: 16.748674392700195 (17.134386675698426) | > loss_duration: 2.0670716762542725 (1.971928854783376) | > loss_1: 30.105228424072266 (30.570193722134544) | > grad_norm_1: tensor(52.4170, device='cuda:0') (tensor(89.8313, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3721 (0.37253562609354657) | > loader_time: 0.0044 (0.0036834109397161576)  --> TIME: 2024-06-12 08:51:36 -- STEP: 109/330 -- GLOBAL_STEP: 397650 | > loss_disc: 2.377584934234619 (2.351158877031521) | > loss_disc_real_0: 0.09925362467765808 (0.11023520654357902) | > loss_disc_real_1: 0.17598676681518555 (0.19379504503460104) | > loss_disc_real_2: 0.22006994485855103 (0.2080572084822786) | > loss_disc_real_3: 0.23608602583408356 (0.22773937320490495) | > loss_disc_real_4: 0.2355109602212906 (0.23057949625024007) | > loss_disc_real_5: 0.22749678790569305 (0.2238729369202885) | > loss_0: 2.377584934234619 (2.351158877031521) | > grad_norm_0: tensor(6.9527, device='cuda:0') (tensor(8.8470, device='cuda:0')) | > loss_gen: 2.3464181423187256 (2.4762749781302342) | > loss_kl: 2.095811128616333 (1.990453067175839) | > loss_feat: 6.29940128326416 (6.935873434084271) | > loss_mel: 17.079927444458008 (17.07530960467978) | > loss_duration: 1.921703577041626 (1.9756137045151596) | > loss_1: 29.743261337280273 (30.453524703279548) | > grad_norm_1: tensor(157.4724, device='cuda:0') (tensor(106.3131, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3736 (0.37609914683420725) | > loader_time: 0.0042 (0.0038218454483452194)  --> TIME: 2024-06-12 08:51:46 -- STEP: 134/330 -- GLOBAL_STEP: 397675 | > loss_disc: 2.3314285278320312 (2.348632778694382) | > loss_disc_real_0: 0.10987164825201035 (0.11048457240546818) | > loss_disc_real_1: 0.24707740545272827 (0.19353627124384268) | > loss_disc_real_2: 0.21776902675628662 (0.2082877560560383) | > loss_disc_real_3: 0.2518360912799835 (0.22784542492521342) | > loss_disc_real_4: 0.2192675918340683 (0.23124445752421421) | > loss_disc_real_5: 0.19143779575824738 (0.2239788036737869) | > loss_0: 2.3314285278320312 (2.348632778694382) | > grad_norm_0: tensor(15.1006, device='cuda:0') (tensor(9.4080, device='cuda:0')) | > loss_gen: 2.5349433422088623 (2.4790620572531386) | > loss_kl: 2.0653605461120605 (2.0031639702284516) | > loss_feat: 7.906615257263184 (6.970695677088268) | > loss_mel: 17.145259857177734 (17.065484765750274) | > loss_duration: 1.99826979637146 (1.9813146110790878) | > loss_1: 31.650447845458984 (30.499721043145477) | > grad_norm_1: tensor(261.4047, device='cuda:0') (tensor(114.4351, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3758 (0.3780673831256468) | > loader_time: 0.0041 (0.003920361177245183)  --> TIME: 2024-06-12 08:51:55 -- STEP: 159/330 -- GLOBAL_STEP: 397700 | > loss_disc: 2.418443202972412 (2.353083673513162) | > loss_disc_real_0: 0.1724465787410736 (0.11225387718786234) | > loss_disc_real_1: 0.2069368213415146 (0.1938891870982991) | > loss_disc_real_2: 0.22961805760860443 (0.20928125439574888) | > loss_disc_real_3: 0.2554624676704407 (0.22815780847702385) | > loss_disc_real_4: 0.23118792474269867 (0.2307870145301399) | > loss_disc_real_5: 0.2291650027036667 (0.22325843769424367) | > loss_0: 2.418443202972412 (2.353083673513162) | > grad_norm_0: tensor(32.2838, device='cuda:0') (tensor(10.5179, device='cuda:0')) | > loss_gen: 2.5807700157165527 (2.479540403534031) | > loss_kl: 2.0771031379699707 (2.011488613842418) | > loss_feat: 7.40579080581665 (6.965493805003617) | > loss_mel: 16.508136749267578 (17.08308324873824) | > loss_duration: 2.023761034011841 (1.9859154546785656) | > loss_1: 30.595563888549805 (30.52552146431785) | > grad_norm_1: tensor(295.1778, device='cuda:0') (tensor(136.7138, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.3719 (0.3783462182530817) | > loader_time: 0.0047 (0.003983203719996807)  --> TIME: 2024-06-12 08:52:05 -- STEP: 184/330 -- GLOBAL_STEP: 397725 | > loss_disc: 2.361238718032837 (2.3559005079062096) | > loss_disc_real_0: 0.13320329785346985 (0.11348758809997336) | > loss_disc_real_1: 0.18604935705661774 (0.1939277781740478) | > loss_disc_real_2: 0.1927354484796524 (0.2094513196498156) | > loss_disc_real_3: 0.2270754873752594 (0.2284878273697003) | > loss_disc_real_4: 0.2393983006477356 (0.23139489595980747) | > loss_disc_real_5: 0.22753497958183289 (0.22318135995579802) | > loss_0: 2.361238718032837 (2.3559005079062096) | > grad_norm_0: tensor(16.6446, device='cuda:0') (tensor(11.4514, device='cuda:0')) | > loss_gen: 2.462559938430786 (2.477640478507332) | > loss_kl: 2.1731326580047607 (2.0204007340514125) | > loss_feat: 6.3798699378967285 (6.9475212952365055) | > loss_mel: 16.81922721862793 (17.059231359025727) | > loss_duration: 2.0285873413085938 (1.9934873678114102) | > loss_1: 29.863378524780273 (30.498281198999155) | > grad_norm_1: tensor(218.0578, device='cuda:0') (tensor(156.5170, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.4052 (0.3802268051582835) | > loader_time: 0.0045 (0.004070981689121413)  --> TIME: 2024-06-12 08:52:15 -- STEP: 209/330 -- GLOBAL_STEP: 397750 | > loss_disc: 2.4448604583740234 (2.360591157201376) | > loss_disc_real_0: 0.07487331330776215 (0.11415525933986075) | > loss_disc_real_1: 0.21309122443199158 (0.19453175380184312) | > loss_disc_real_2: 0.21878434717655182 (0.21004005026018793) | > loss_disc_real_3: 0.24249497056007385 (0.22957074214396864) | > loss_disc_real_4: 0.2588600814342499 (0.2316820703482514) | > loss_disc_real_5: 0.23624715209007263 (0.22246445729686884) | > loss_0: 2.4448604583740234 (2.360591157201376) | > grad_norm_0: tensor(23.1388, device='cuda:0') (tensor(13.0549, device='cuda:0')) | > loss_gen: 2.5039336681365967 (2.481517627478785) | > loss_kl: 1.9130610227584839 (2.0234110920052766) | > loss_feat: 7.189992427825928 (6.955787797863975) | > loss_mel: 16.6778564453125 (17.039103964299116) | > loss_duration: 2.084764242172241 (2.0019012792258737) | > loss_1: 30.36960792541504 (30.50172171524267) | > grad_norm_1: tensor(354.8537, device='cuda:0') (tensor(180.5873, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.4044 (0.3823988471875351) | > loader_time: 0.0048 (0.004174410441275421)  --> TIME: 2024-06-12 08:52:26 -- STEP: 234/330 -- GLOBAL_STEP: 397775 | > loss_disc: 2.388286590576172 (2.3596464711376752) | > loss_disc_real_0: 0.07241615653038025 (0.11499138264001435) | > loss_disc_real_1: 0.21404561400413513 (0.1943490032711599) | > loss_disc_real_2: 0.24243101477622986 (0.2102757901208014) | > loss_disc_real_3: 0.24660749733448029 (0.22926266096596026) | > loss_disc_real_4: 0.24218565225601196 (0.23191048873540682) | > loss_disc_real_5: 0.22624154388904572 (0.22118500626494741) | > loss_0: 2.388286590576172 (2.3596464711376752) | > grad_norm_0: tensor(50.4796, device='cuda:0') (tensor(15.3506, device='cuda:0')) | > loss_gen: 2.6850485801696777 (2.4910637201407004) | > loss_kl: 1.9810508489608765 (2.0259191750461207) | > loss_feat: 6.361724853515625 (6.967371598268167) | > loss_mel: 15.996525764465332 (17.011500289297516) | > loss_duration: 2.0743422508239746 (2.0109114784460798) | > loss_1: 29.09869384765625 (30.50676622146215) | > grad_norm_1: tensor(474.9054, device='cuda:0') (tensor(209.8373, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.4303 (0.38693736353491115) | > loader_time: 0.0062 (0.004319388642270343)  --> TIME: 2024-06-12 08:52:38 -- STEP: 259/330 -- GLOBAL_STEP: 397800 | > loss_disc: 2.419731378555298 (2.3603961421716178) | > loss_disc_real_0: 0.15830090641975403 (0.11645232822789188) | > loss_disc_real_1: 0.18000374734401703 (0.1943435343881371) | > loss_disc_real_2: 0.2319698929786682 (0.2104164909672093) | > loss_disc_real_3: 0.23519709706306458 (0.2296205109495914) | > loss_disc_real_4: 0.24225014448165894 (0.23206097411142812) | > loss_disc_real_5: 0.24993298947811127 (0.2206869813466164) | > loss_0: 2.419731378555298 (2.3603961421716178) | > grad_norm_0: tensor(34.4536, device='cuda:0') (tensor(17.0531, device='cuda:0')) | > loss_gen: 2.588092803955078 (2.4926056779029273) | > loss_kl: 1.9813604354858398 (2.0270356938645646) | > loss_feat: 6.794763088226318 (6.973997289149458) | > loss_mel: 16.228515625 (16.9775586735788) | > loss_duration: 2.1219913959503174 (2.0194496137294986) | > loss_1: 29.714723587036133 (30.490646877804316) | > grad_norm_1: tensor(259.9103, device='cuda:0') (tensor(233.7638, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.4368 (0.39214295309943126) | > loader_time: 0.0059 (0.004481558634047344)  --> TIME: 2024-06-12 08:52:49 -- STEP: 284/330 -- GLOBAL_STEP: 397825 | > loss_disc: 2.22778582572937 (2.36161106824875) | > loss_disc_real_0: 0.09396199882030487 (0.11774426341896325) | > loss_disc_real_1: 0.18456020951271057 (0.1949886150763068) | > loss_disc_real_2: 0.1932867467403412 (0.21038999051695143) | > loss_disc_real_3: 0.22024118900299072 (0.22940244719805852) | > loss_disc_real_4: 0.24076947569847107 (0.23187132588994336) | > loss_disc_real_5: 0.22434332966804504 (0.22046721978506573) | > loss_0: 2.22778582572937 (2.36161106824875) | > grad_norm_0: tensor(28.7303, device='cuda:0') (tensor(18.7433, device='cuda:0')) | > loss_gen: 2.498455047607422 (2.4928147901951414) | > loss_kl: 2.1041321754455566 (2.029983852111118) | > loss_feat: 7.5674285888671875 (6.981060372272009) | > loss_mel: 16.811891555786133 (16.929856364156162) | > loss_duration: 2.1398515701293945 (2.0294124899615698) | > loss_1: 31.12175750732422 (30.463127801116084) | > grad_norm_1: tensor(419.0621, device='cuda:0') (tensor(257.7961, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.4475 (0.3969577450147817) | > loader_time: 0.0061 (0.004624962806701662)  --> TIME: 2024-06-12 08:53:01 -- STEP: 309/330 -- GLOBAL_STEP: 397850 | > loss_disc: 2.3945930004119873 (2.3635407852123467) | > loss_disc_real_0: 0.07724170386791229 (0.11889204819322018) | > loss_disc_real_1: 0.22839860618114471 (0.1956875779482152) | > loss_disc_real_2: 0.25640401244163513 (0.2104094427766152) | > loss_disc_real_3: 0.20613771677017212 (0.22918909031017698) | > loss_disc_real_4: 0.22479252517223358 (0.23181963545604817) | > loss_disc_real_5: 0.2152615189552307 (0.2196660910802366) | > loss_0: 2.3945930004119873 (2.3635407852123467) | > grad_norm_0: tensor(38.1367, device='cuda:0') (tensor(20.0980, device='cuda:0')) | > loss_gen: 2.4665017127990723 (2.4920267549533275) | > loss_kl: 2.0450539588928223 (2.032674501243147) | > loss_feat: 7.418962001800537 (6.985168433883817) | > loss_mel: 16.718994140625 (16.890457989714296) | > loss_duration: 2.2163796424865723 (2.041536456558696) | > loss_1: 30.865890502929688 (30.441864087743667) | > grad_norm_1: tensor(747.9016, device='cuda:0') (tensor(276.9112, device='cuda:0')) | > current_lr_0: 0.00017787126135621544 | > current_lr_1: 0.00017787126135621544 | > step_time: 0.4944 (0.40292615566438844) | > loader_time: 0.0073 (0.004817120851436479)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.435896873474121 (2.435896873474121) | > loss_disc_real_0: 0.09942501783370972 (0.09942501783370972) | > loss_disc_real_1: 0.21481114625930786 (0.21481114625930786) | > loss_disc_real_2: 0.22311727702617645 (0.22311727702617645) | > loss_disc_real_3: 0.18694183230400085 (0.18694183230400085) | > loss_disc_real_4: 0.2726753056049347 (0.2726753056049347) | > loss_disc_real_5: 0.26615455746650696 (0.26615455746650696) | > loss_0: 2.435896873474121 (2.435896873474121) | > loss_gen: 2.207831859588623 (2.207831859588623) | > loss_kl: 2.0237200260162354 (2.0237200260162354) | > loss_feat: 6.5814008712768555 (6.5814008712768555) | > loss_mel: 16.670215606689453 (16.670215606689453) | > loss_duration: 3.047426700592041 (3.047426700592041) | > loss_1: 30.530595779418945 (30.530595779418945)  --> STEP: 1 | > loss_disc: 2.1078295707702637 (2.1078295707702637) | > loss_disc_real_0: 0.07279133796691895 (0.07279133796691895) | > loss_disc_real_1: 0.1393330991268158 (0.1393330991268158) | > loss_disc_real_2: 0.20155975222587585 (0.20155975222587585) | > loss_disc_real_3: 0.21971604228019714 (0.21971604228019714) | > loss_disc_real_4: 0.17756742238998413 (0.17756742238998413) | > loss_disc_real_5: 0.18888667225837708 (0.18888667225837708) | > loss_0: 2.1078295707702637 (2.1078295707702637) | > loss_gen: 2.3838231563568115 (2.3838231563568115) | > loss_kl: 4.464805603027344 (4.464805603027344) | > loss_feat: 7.767572402954102 (7.767572402954102) | > loss_mel: 19.22797393798828 (19.22797393798828) | > loss_duration: 2.5422170162200928 (2.5422170162200928) | > loss_1: 36.386390686035156 (36.386390686035156)  --> STEP: 2 | > loss_disc: 2.3928351402282715 (2.2503323554992676) | > loss_disc_real_0: 0.05374731123447418 (0.06326932460069656) | > loss_disc_real_1: 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loss_disc_real_4: 0.22503674030303955 (0.21383599440256754) | > loss_disc_real_5: 0.27058160305023193 (0.22935242454210916) | > loss_0: 2.436234474182129 (2.3122997283935547) | > loss_gen: 2.234708547592163 (2.2604430516560874) | > loss_kl: 3.802422285079956 (3.8641579151153564) | > loss_feat: 5.283194065093994 (6.390542825063069) | > loss_mel: 15.407140731811523 (17.452056248982746) | > loss_duration: 2.3974533081054688 (2.472914377848307) | > loss_1: 29.12491798400879 (32.44011370340983)  --> STEP: 4 | > loss_disc: 2.4896726608276367 (2.356642961502075) | > loss_disc_real_0: 0.15639981627464294 (0.10642218962311745) | > loss_disc_real_1: 0.16520927846431732 (0.1822938434779644) | > loss_disc_real_2: 0.24082137644290924 (0.2046779915690422) | > loss_disc_real_3: 0.274471253156662 (0.25200552493333817) | > loss_disc_real_4: 0.26830536127090454 (0.2274533361196518) | > loss_disc_real_5: 0.2912707030773163 (0.24483199417591095) | > loss_0: 2.4896726608276367 (2.356642961502075) | > loss_gen: 2.3846168518066406 (2.2914865016937256) | > loss_kl: 3.5879201889038086 (3.7950984835624695) | > loss_feat: 6.589698314666748 (6.440331697463989) | > loss_mel: 16.908681869506836 (17.31621265411377) | > loss_duration: 2.444507598876953 (2.4658126831054688) | > loss_1: 31.915424346923828 (32.30894136428833)  --> STEP: 5 | > loss_disc: 2.4916982650756836 (2.383654022216797) | > loss_disc_real_0: 0.15362930297851562 (0.11586361229419709) | > loss_disc_real_1: 0.19967949390411377 (0.18577097356319427) | > loss_disc_real_2: 0.2446412444114685 (0.21267064213752745) | > loss_disc_real_3: 0.24418975412845612 (0.25044237077236176) | > loss_disc_real_4: 0.25560712814331055 (0.23308409452438356) | > loss_disc_real_5: 0.24875953793525696 (0.24561750292778015) | > loss_0: 2.4916982650756836 (2.383654022216797) | > loss_gen: 2.216641664505005 (2.2765175342559814) | > loss_kl: 2.5329365730285645 (3.5426661014556884) | > loss_feat: 4.54280424118042 (6.060826206207276) | > loss_mel: 17.68941879272461 (17.390853881835938) | > loss_duration: 2.3261265754699707 (2.4378754615783693) | > loss_1: 29.30792808532715 (31.708738708496092)  --> STEP: 6 | > loss_disc: 2.511977434158325 (2.405041257540385) | > loss_disc_real_0: 0.11209042370319366 (0.11523474752902985) | > loss_disc_real_1: 0.1646968126296997 (0.18225861340761185) | > loss_disc_real_2: 0.1628682017326355 (0.2043702354033788) | > loss_disc_real_3: 0.22623629868030548 (0.2464080254236857) | > loss_disc_real_4: 0.2360493689775467 (0.23357830693324408) | > loss_disc_real_5: 0.1826910823583603 (0.23512976616621017) | > loss_0: 2.511977434158325 (2.405041257540385) | > loss_gen: 2.017348527908325 (2.2333226998647056) | > loss_kl: 2.7941064834594727 (3.417906165122986) | > loss_feat: 5.701857089996338 (6.000998020172119) | > loss_mel: 17.40311622619629 (17.392897605895996) | > loss_duration: 2.209672451019287 (2.399841626485189) | > loss_1: 30.126102447509766 (31.444965998331707)  --> STEP: 7 | > loss_disc: 2.4316930770874023 (2.408848660332816) | > loss_disc_real_0: 0.0661575198173523 (0.1082237149987902) | > loss_disc_real_1: 0.19813014566898346 (0.18452597515923636) | > loss_disc_real_2: 0.27420511841773987 (0.21434664726257324) | > loss_disc_real_3: 0.2456532120704651 (0.2463001949446542) | > loss_disc_real_4: 0.22515982389450073 (0.23237566649913788) | > loss_disc_real_5: 0.18828441202640533 (0.22843757271766663) | > loss_0: 2.4316930770874023 (2.408848660332816) | > loss_gen: 2.1876296997070312 (2.226795128413609) | > loss_kl: 4.457866191864014 (3.566471883228847) | > loss_feat: 6.417518615722656 (6.060500962393625) | > loss_mel: 17.276830673217773 (17.376316615513392) | > loss_duration: 2.541520357131958 (2.420081445149013) | > loss_1: 32.88136672973633 (31.65016610281808)  --> STEP: 8 | > loss_disc: 2.294065475463867 (2.3945007622241974) | > loss_disc_real_0: 0.10428617149591446 (0.10773152206093073) | > loss_disc_real_1: 0.20269596576690674 (0.18679722398519516) | > loss_disc_real_2: 0.13430269062519073 (0.20434115268290043) | > loss_disc_real_3: 0.23978592455387115 (0.2454859111458063) | > loss_disc_real_4: 0.1924268752336502 (0.22738206759095192) | > loss_disc_real_5: 0.18828804790973663 (0.22341888211667538) | > loss_0: 2.294065475463867 (2.3945007622241974) | > loss_gen: 2.103961706161499 (2.2114409506320953) | > loss_kl: 3.126812219619751 (3.51151442527771) | > loss_feat: 8.114189147949219 (6.317211985588074) | > loss_mel: 17.796161651611328 (17.428797245025635) | > loss_duration: 2.304154872894287 (2.4055906236171722) | > loss_1: 33.44527816772461 (31.874555110931396)  --> STEP: 9 | > loss_disc: 2.684643268585205 (2.4267388184865317) | > loss_disc_real_0: 0.20876066386699677 (0.11895698226160473) | > loss_disc_real_1: 0.10885223746299744 (0.1781366699271732) | > loss_disc_real_2: 0.1672777384519577 (0.20022299554612902) | > loss_disc_real_3: 0.18692617118358612 (0.2389792733722263) | > loss_disc_real_4: 0.22770604491233826 (0.22741806507110596) | > loss_disc_real_5: 0.3751330077648163 (0.24027600718869102) | > loss_0: 2.684643268585205 (2.4267388184865317) | > loss_gen: 2.158993721008301 (2.205613480673896) | > loss_kl: 2.672640800476074 (3.418306244744195) | > loss_feat: 10.675298690795898 (6.801443841722277) | > loss_mel: 19.09681510925293 (17.614132563273113) | > loss_duration: 2.224681854248047 (2.385489649242825) | > loss_1: 36.82843017578125 (32.42498567369249)  --> STEP: 10 | > loss_disc: 2.428436517715454 (2.426908588409424) | > loss_disc_real_0: 0.09104226529598236 (0.1161655105650425) | > loss_disc_real_1: 0.15851736068725586 (0.17617473900318145) | > loss_disc_real_2: 0.19840507209300995 (0.2000412032008171) | > loss_disc_real_3: 0.22530896961688995 (0.23761224299669265) | > loss_disc_real_4: 0.21557508409023285 (0.22623376697301864) | > loss_disc_real_5: 0.24689850211143494 (0.2409382566809654) | > loss_0: 2.428436517715454 (2.426908588409424) | > loss_gen: 2.1143689155578613 (2.1964890241622923) | > loss_kl: 2.8773205280303955 (3.3642076730728148) | > loss_feat: 6.62802267074585 (6.784101724624634) | > loss_mel: 18.762176513671875 (17.72893695831299) | > loss_duration: 2.384270191192627 (2.3853677034378054) | > loss_1: 32.76615905761719 (32.45910301208496)  --> STEP: 11 | > loss_disc: 2.670206308364868 (2.4490265629508277) | > loss_disc_real_0: 0.14543777704238892 (0.11882662569934671) | > loss_disc_real_1: 0.1690417379140854 (0.17552628435871817) | > loss_disc_real_2: 0.2443535476922989 (0.20406959815458817) | > loss_disc_real_3: 0.22024604678153992 (0.23603349788622421) | > loss_disc_real_4: 0.2843089997768402 (0.23151333359154788) | > loss_disc_real_5: 0.2654860019683838 (0.24316986988891254) | > loss_0: 2.670206308364868 (2.4490265629508277) | > loss_gen: 1.8951895236968994 (2.1690981604836206) | > loss_kl: 3.853421211242676 (3.408681631088257) | > loss_feat: 4.422119617462158 (6.569376078518954) | > loss_mel: 15.86436939239502 (17.55943081595681) | > loss_duration: 2.5526657104492188 (2.4005766131661157) | > loss_1: 28.587766647338867 (32.107163342562586)  --> STEP: 12 | > loss_disc: 2.4936511516571045 (2.4527452786763506) | > loss_disc_real_0: 0.06417933851480484 (0.11427268510063489) | > loss_disc_real_1: 0.16946198046207428 (0.17502092570066452) | > loss_disc_real_2: 0.19095586240291595 (0.20297678684194884) | > loss_disc_real_3: 0.21024541556835175 (0.23388449102640152) | > loss_disc_real_4: 0.2328721284866333 (0.23162656649947166) | > loss_disc_real_5: 0.24392347037792206 (0.24323266992966333) | > loss_0: 2.4936511516571045 (2.4527452786763506) | > loss_gen: 2.0246593952178955 (2.157061596711477) | > loss_kl: 2.3961739540100098 (3.324305991331736) | > loss_feat: 5.341663360595703 (6.467066685358684) | > loss_mel: 17.30831527709961 (17.538504521052044) | > loss_duration: 2.279263973236084 (2.39046722650528) | > loss_1: 29.35007667541504 (31.877406120300293)  --> STEP: 13 | > loss_disc: 2.256448984146118 (2.4376455637124868) | > loss_disc_real_0: 0.11337868869304657 (0.11420391614620502) | > loss_disc_real_1: 0.15203626453876495 (0.17325287484205687) | > loss_disc_real_2: 0.17364969849586487 (0.20072085696917313) | > loss_disc_real_3: 0.2631538212299347 (0.23613597796513483) | > loss_disc_real_4: 0.21335463225841522 (0.23022103309631348) | > loss_disc_real_5: 0.19851000607013702 (0.2397924650173921) | > loss_0: 2.256448984146118 (2.4376455637124868) | > loss_gen: 2.391611337661743 (2.175103884476882) | > loss_kl: 3.5830671787261963 (3.344210698054387) | > loss_feat: 7.030391693115234 (6.510399378263033) | > loss_mel: 16.47392463684082 (17.456613760728104) | > loss_duration: 2.271362781524658 (2.381305346122155) | > loss_1: 31.750356674194336 (31.86763308598445)  --> STEP: 14 | > loss_disc: 2.3534646034240723 (2.4316326379776) | > loss_disc_real_0: 0.07173244655132294 (0.11117023974657059) | > loss_disc_real_1: 0.13191860914230347 (0.17030042729207448) | > loss_disc_real_2: 0.20685777068138123 (0.20115920794861658) | > loss_disc_real_3: 0.2565222382545471 (0.23759213941437857) | > loss_disc_real_4: 0.20251841843128204 (0.22824227490595408) | > loss_disc_real_5: 0.26224812865257263 (0.24139644099133356) | > loss_0: 2.3534646034240723 (2.4316326379776) | > loss_gen: 2.1585934162139893 (2.173924565315247) | > loss_kl: 3.9173550605773926 (3.3851495810917447) | > loss_feat: 7.194697856903076 (6.559277841023037) | > loss_mel: 18.092615127563477 (17.50204242978777) | > loss_duration: 2.4510228633880615 (2.3862851687840054) | > loss_1: 33.81428527832031 (32.006679671151296)  --> STEP: 15 | > loss_disc: 2.5313220024108887 (2.438278595606486) | > loss_disc_real_0: 0.11792023479938507 (0.11162023941675822) | > loss_disc_real_1: 0.1945149004459381 (0.17191472550233206) | > loss_disc_real_2: 0.10703636705875397 (0.1948843518892924) | > loss_disc_real_3: 0.2658950984477997 (0.23947900334994) | > loss_disc_real_4: 0.25747743248939514 (0.23019128541151682) | > loss_disc_real_5: 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(3.3670911341905594) | > loss_feat: 7.965551853179932 (6.56209734082222) | > loss_mel: 16.884288787841797 (17.502955615520477) | > loss_duration: 2.455232620239258 (2.3939719796180725) | > loss_1: 32.59343719482422 (32.00312006473541)  --> STEP: 17 | > loss_disc: 2.432164192199707 (2.4343277706819424) | > loss_disc_real_0: 0.15167364478111267 (0.11353848567780327) | > loss_disc_real_1: 0.18006500601768494 (0.17415205783703747) | > loss_disc_real_2: 0.19166763126850128 (0.19562422790948084) | > loss_disc_real_3: 0.2613006830215454 (0.23943769844139323) | > loss_disc_real_4: 0.31527432799339294 (0.23396456767531001) | > loss_disc_real_5: 0.32255643606185913 (0.25154557035249825) | > loss_0: 2.432164192199707 (2.4343277706819424) | > loss_gen: 2.55179762840271 (2.199050706975601) | > loss_kl: 2.3392539024353027 (3.306630120557897) | > loss_feat: 6.617370128631592 (6.565348681281595) | > loss_mel: 17.066980361938477 (17.477310012368594) | > loss_duration: 2.444558620452881 (2.3969476643730614) | > loss_1: 31.019962310791016 (31.945287255679858)  --> STEP: 18 | > loss_disc: 2.18831729888916 (2.42066052224901) | > loss_disc_real_0: 0.08978968858718872 (0.11221910806165801) | > loss_disc_real_1: 0.2024802714586258 (0.17572584748268127) | > loss_disc_real_2: 0.1602933257818222 (0.1936614000134998) | > loss_disc_real_3: 0.2249259650707245 (0.23863149103191164) | > loss_disc_real_4: 0.24402771890163422 (0.23452363163232803) | > loss_disc_real_5: 0.33780211210250854 (0.25633760044972104) | > loss_0: 2.18831729888916 (2.42066052224901) | > loss_gen: 2.8205466270446777 (2.2335782580905494) | > loss_kl: 2.7528798580169678 (3.275866217083401) | > loss_feat: 9.127503395080566 (6.707690609825982) | > loss_mel: 18.77674674987793 (17.549500942230225) | > loss_duration: 2.2360715866088867 (2.388010104497274) | > loss_1: 35.713748931884766 (32.154646237691246)  --> STEP: 19 | > loss_disc: 2.392841100692749 (2.419196342167101) | > loss_disc_real_0: 0.12468380481004715 (0.11287514473262586) | > loss_disc_real_1: 0.2514917850494385 (0.17971352840724744) | > loss_disc_real_2: 0.18732962012290955 (0.19332814844031082) | > loss_disc_real_3: 0.2572024166584015 (0.23960890817014793) | > loss_disc_real_4: 0.2509033977985382 (0.23538572458844437) | > loss_disc_real_5: 0.264016330242157 (0.2567417441230071) | > loss_0: 2.392841100692749 (2.419196342167101) | > loss_gen: 2.4026477336883545 (2.2424766515430656) | > loss_kl: 2.485396146774292 (3.2342625291723954) | > loss_feat: 6.5192461013793945 (6.697772477802477) | > loss_mel: 16.935760498046875 (17.517198813588994) | > loss_duration: 2.3866238594055176 (2.3879371442292867) | > loss_1: 30.729673385620117 (32.0796476665296)  --> STEP: 20 | > loss_disc: 2.310412645339966 (2.413757157325745) | > loss_disc_real_0: 0.09596684575080872 (0.11202972978353501) | > loss_disc_real_1: 0.13572680950164795 (0.17751419246196748) | > loss_disc_real_2: 0.18378609418869019 (0.1928510457277298) | > loss_disc_real_3: 0.20305512845516205 (0.23778121918439865) | > loss_disc_real_4: 0.27254652976989746 (0.23724376484751702) | > loss_disc_real_5: 0.21236571669578552 (0.25452294275164605) | > loss_0: 2.310412645339966 (2.413757157325745) | > loss_gen: 2.3011927604675293 (2.2454124569892886) | > loss_kl: 2.3641161918640137 (3.1907552123069762) | > loss_feat: 6.018562316894531 (6.66381196975708) | > loss_mel: 19.342069625854492 (17.608442354202268) | > loss_duration: 2.3212790489196777 (2.384604239463806) | > loss_1: 32.34722137451172 (32.093026351928714)  --> STEP: 21 | > loss_disc: 2.3957626819610596 (2.412900277546474) | > loss_disc_real_0: 0.05225790664553642 (0.10918345249124936) | > loss_disc_real_1: 0.18644078075885773 (0.17793926809515273) | > loss_disc_real_2: 0.2349967360496521 (0.19485798336210705) | > loss_disc_real_3: 0.22357888519763947 (0.23710491756598154) | > loss_disc_real_4: 0.246396005153656 (0.237679585814476) | > loss_disc_real_5: 0.24779048562049866 (0.2542023495549247) | > loss_0: 2.3957626819610596 (2.412900277546474) | > loss_gen: 2.1400868892669678 (2.2403969537644164) | > loss_kl: 2.962785243988037 (3.179899499529884) | > loss_feat: 5.748851299285889 (6.620242414020357) | > loss_mel: 15.388411521911621 (17.502726600283665) | > loss_duration: 2.133561611175537 (2.372649828592936) | > loss_1: 28.37369728088379 (31.915915443783714)  --> STEP: 22 | > loss_disc: 2.566253423690796 (2.4198708750984887) | > loss_disc_real_0: 0.11000879853963852 (0.1092209682207216) | > loss_disc_real_1: 0.15351782739162445 (0.17682920260862872) | > loss_disc_real_2: 0.18548224866390228 (0.19443181360309775) | > loss_disc_real_3: 0.2906433939933777 (0.23953848467631775) | > loss_disc_real_4: 0.24238231778144836 (0.2378933463584293) | > loss_disc_real_5: 0.2962285876274109 (0.25611263310367405) | > loss_0: 2.566253423690796 (2.4198708750984887) | > loss_gen: 2.0936927795410156 (2.233728582208807) | > loss_kl: 2.414778709411621 (3.145121281797236) | > loss_feat: 7.295731544494629 (6.650946465405551) | > loss_mel: 16.814617156982422 (17.471448898315426) | > loss_duration: 2.2230329513549805 (2.3658490614457564) | > loss_1: 30.841854095458984 (31.867094473405317)  --> STEP: 23 | > loss_disc: 2.6396992206573486 (2.429428629253222) | > loss_disc_real_0: 0.18442969024181366 (0.11249091265642125) | > loss_disc_real_1: 0.2667783498764038 (0.18074003509853198) | > loss_disc_real_2: 0.26443639397621155 (0.19747549101062442) | > loss_disc_real_3: 0.3006274998188019 (0.24219452881294748) | > loss_disc_real_4: 0.24133621156215668 (0.23804303614989572) | > loss_disc_real_5: 0.29184383153915405 (0.25766616347043403) | > loss_0: 2.6396992206573486 (2.429428629253222) | > loss_gen: 2.2608790397644043 (2.2349090368851376) | > loss_kl: 2.5784459114074707 (3.120483222215072) | > loss_feat: 5.299695014953613 (6.592196402342423) | > loss_mel: 15.016629219055176 (17.36471760791281) | > loss_duration: 2.2991952896118164 (2.36295107136602) | > loss_1: 27.454845428466797 (31.675257558407992)  --> STEP: 24 | > loss_disc: 2.4477357864379883 (2.430191427469254) | > loss_disc_real_0: 0.1509336233139038 (0.11409269226714969) | > loss_disc_real_1: 0.21553650498390198 (0.18218988801042238) | > loss_disc_real_2: 0.19863472878932953 (0.19752379258473715) | > loss_disc_real_3: 0.21671076118946075 (0.24113270516196886) | > loss_disc_real_4: 0.2721889913082123 (0.23946578428149223) | > loss_disc_real_5: 0.28902775049209595 (0.2589728962630033) | > loss_0: 2.4477357864379883 (2.430191427469254) | > loss_gen: 2.3283631801605225 (2.238802959521612) | > loss_kl: 2.1799097061157227 (3.0812926590442657) | > loss_feat: 5.166069030761719 (6.532774428526561) | > loss_mel: 17.269634246826172 (17.360755801200867) | > loss_duration: 2.399661064147949 (2.3644806543986) | > loss_1: 29.34363555908203 (31.57810664176941)  --> STEP: 25 | > loss_disc: 2.569979190826416 (2.4357829380035407) | > loss_disc_real_0: 0.1590343564748764 (0.11589035883545876) | > loss_disc_real_1: 0.21264316141605377 (0.18340801894664766) | > loss_disc_real_2: 0.27414682507514954 (0.20058871388435365) | > loss_disc_real_3: 0.25637730956077576 (0.24174248933792114) | > loss_disc_real_4: 0.24448740482330322 (0.23966664910316468) | > loss_disc_real_5: 0.35676509141921997 (0.26288458406925197) | > loss_0: 2.569979190826416 (2.4357829380035407) | > loss_gen: 2.397091865539551 (2.2451345157623295) | > loss_kl: 3.1317434310913086 (3.0833106899261473) | > loss_feat: 6.138988971710205 (6.517023010253906) | > loss_mel: 16.00794792175293 (17.30664348602295) | > loss_duration: 2.4224610328674316 (2.3667998695373536) | > loss_1: 30.098234176635742 (31.51891174316406)  --> STEP: 26 | > loss_disc: 2.251687526702881 (2.4287023452612075) | > loss_disc_real_0: 0.11933810263872147 (0.11602296436635348) | > loss_disc_real_1: 0.15106232464313507 (0.18216395378112793) | > loss_disc_real_2: 0.2343788594007492 (0.20188833486575347) | > loss_disc_real_3: 0.23445343971252441 (0.24146214127540588) | > loss_disc_real_4: 0.1480937898159027 (0.2361446160536546) | > loss_disc_real_5: 0.26099175214767456 (0.262811782841499) | > loss_0: 2.251687526702881 (2.4287023452612075) | > loss_gen: 2.328153610229492 (2.24832755785722) | > loss_kl: 2.615241050720215 (3.06530801149515) | > loss_feat: 11.46251106262207 (6.707234089191143) | > loss_mel: 17.840566635131836 (17.327178991757908) | > loss_duration: 2.305852174758911 (2.3644557274304905) | > loss_1: 36.55232620239258 (31.712504606980545) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024931889313917887 (+1.2095157916728466e-05) | > avg_loss_disc: 2.4287023452612075 (-0.04594176549177842) | > avg_loss_disc_real_0: 0.11602296436635348 (-0.028580693814616892) | > avg_loss_disc_real_1: 0.18216395378112793 (-0.031496538565709054) | > avg_loss_disc_real_2: 0.20188833486575347 (+0.009260644706395954) | > avg_loss_disc_real_3: 0.24146214127540588 (+8.854785790810005e-05) | > avg_loss_disc_real_4: 0.2361446160536546 (-0.036781725975183366) | > avg_loss_disc_real_5: 0.262811782841499 (+0.01886207381120089) | > avg_loss_0: 2.4287023452612075 (-0.04594176549177842) | > avg_loss_gen: 2.24832755785722 (-0.08771163225173906) | > avg_loss_kl: 3.06530801149515 (+0.04212345526768635) | > avg_loss_feat: 6.707234089191143 (+0.1745307812323933) | > avg_loss_mel: 17.327178991757908 (+0.9060116181006812) | > avg_loss_duration: 2.3644557274304905 (+0.014990274722759711) | > avg_loss_1: 31.712504606980545 (+1.0499445108266983)  > EPOCH: 939/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:53:33)   --> TIME: 2024-06-12 08:53:36 -- STEP: 4/330 -- GLOBAL_STEP: 397875 | > loss_disc: 2.306941509246826 (2.3016201853752136) | > loss_disc_real_0: 0.09626808762550354 (0.09046361781656742) | > loss_disc_real_1: 0.14789940416812897 (0.18995683640241623) | > loss_disc_real_2: 0.22551949322223663 (0.20865514874458313) | > loss_disc_real_3: 0.24003246426582336 (0.23886695131659508) | > loss_disc_real_4: 0.22657085955142975 (0.23241741210222244) | > loss_disc_real_5: 0.26595962047576904 (0.25777076557278633) | > loss_0: 2.306941509246826 (2.3016201853752136) | > grad_norm_0: tensor(13.7609, device='cuda:0') (tensor(9.7023, device='cuda:0')) | > loss_gen: 2.6001105308532715 (2.630241096019745) | > loss_kl: 1.9059332609176636 (1.9621468484401703) | > loss_feat: 6.588893890380859 (6.8093109130859375) | > loss_mel: 17.207468032836914 (17.55837631225586) | > loss_duration: 2.10848331451416 (2.1353235244750977) | > loss_1: 30.410888671875 (31.095398902893066) | > grad_norm_1: tensor(93.4750, device='cuda:0') (tensor(76.2444, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.3759 (0.39642423391342163) | > loader_time: 0.0035 (0.003503084182739258)  --> TIME: 2024-06-12 08:53:45 -- STEP: 29/330 -- GLOBAL_STEP: 397900 | > loss_disc: 2.4186978340148926 (2.3128827851394127) | > loss_disc_real_0: 0.10712064057588577 (0.1006277624903054) | > loss_disc_real_1: 0.2083156555891037 (0.18848489430443993) | > loss_disc_real_2: 0.2204301506280899 (0.20708391841115623) | > loss_disc_real_3: 0.21619176864624023 (0.22922691137626253) | > loss_disc_real_4: 0.23482373356819153 (0.2283868758842863) | > loss_disc_real_5: 0.22991786897182465 (0.22408155480335498) | > loss_0: 2.4186978340148926 (2.3128827851394127) | > grad_norm_0: tensor(8.9295, device='cuda:0') (tensor(9.7039, device='cuda:0')) | > loss_gen: 2.600938081741333 (2.525031344643955) | > loss_kl: 2.1983587741851807 (1.92430461686233) | > loss_feat: 6.949138164520264 (6.987544191294703) | > loss_mel: 17.549007415771484 (17.286097230582403) | > loss_duration: 1.9723272323608398 (2.0005139934605563) | > loss_1: 31.269771575927734 (30.723491208306676) | > grad_norm_1: tensor(71.3098, device='cuda:0') (tensor(100.8877, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.386 (0.369906236385477) | > loader_time: 0.0035 (0.0034374533028438173)  --> TIME: 2024-06-12 08:53:55 -- STEP: 54/330 -- GLOBAL_STEP: 397925 | > loss_disc: 2.343409299850464 (2.3346690910833847) | > loss_disc_real_0: 0.12846475839614868 (0.1036787604292234) | > loss_disc_real_1: 0.1991720050573349 (0.19215803896939312) | > loss_disc_real_2: 0.22434912621974945 (0.20814326019198806) | > loss_disc_real_3: 0.23344407975673676 (0.22965981783690276) | > loss_disc_real_4: 0.24551711976528168 (0.23210472254841416) | > loss_disc_real_5: 0.1908099204301834 (0.22448821696970198) | > loss_0: 2.343409299850464 (2.3346690910833847) | > grad_norm_0: tensor(7.2183, device='cuda:0') (tensor(9.3953, device='cuda:0')) | > loss_gen: 2.481455087661743 (2.5044291990774648) | > loss_kl: 1.8994197845458984 (1.9431285019274112) | > loss_feat: 7.10698938369751 (6.975221121752703) | > loss_mel: 17.650972366333008 (17.169096522861064) | > loss_duration: 1.9572398662567139 (1.9806850287649367) | > loss_1: 31.0960750579834 (30.572560239721227) | > grad_norm_1: tensor(140.6929, device='cuda:0') (tensor(107.1649, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.3718 (0.37058395368081554) | > loader_time: 0.0035 (0.003546087830154984)  --> TIME: 2024-06-12 08:54:04 -- STEP: 79/330 -- GLOBAL_STEP: 397950 | > loss_disc: 2.2909889221191406 (2.334412758863425) | > loss_disc_real_0: 0.11233915388584137 (0.10418765171419216) | > loss_disc_real_1: 0.21301913261413574 (0.19163578975049758) | > loss_disc_real_2: 0.2064569592475891 (0.2076674701669548) | > loss_disc_real_3: 0.2058078646659851 (0.22868928256668622) | > loss_disc_real_4: 0.21173325181007385 (0.23101446409768697) | > loss_disc_real_5: 0.22031690180301666 (0.22402980961377109) | > loss_0: 2.2909889221191406 (2.334412758863425) | > grad_norm_0: tensor(5.7622, device='cuda:0') (tensor(9.2402, device='cuda:0')) | > loss_gen: 2.652878761291504 (2.495990083187441) | > loss_kl: 2.05338978767395 (1.9720761881598943) | > loss_feat: 6.410827159881592 (6.9890722745581515) | > loss_mel: 16.670087814331055 (17.175177682804165) | > loss_duration: 1.9467811584472656 (1.9752803361868556) | > loss_1: 29.733963012695312 (30.607596385328076) | > grad_norm_1: tensor(93.0806, device='cuda:0') (tensor(104.5538, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.3857 (0.3719670772552491) | > loader_time: 0.0038 (0.003706907924217514)  --> TIME: 2024-06-12 08:54:14 -- STEP: 104/330 -- GLOBAL_STEP: 397975 | > loss_disc: 2.275831460952759 (2.340442973833817) | > loss_disc_real_0: 0.08007840812206268 (0.10571948059189779) | > loss_disc_real_1: 0.17727822065353394 (0.19236822770192072) | > loss_disc_real_2: 0.2163785696029663 (0.2092888133170513) | > loss_disc_real_3: 0.20662055909633636 (0.2291244504830012) | > loss_disc_real_4: 0.23380285501480103 (0.23196128870432192) | > loss_disc_real_5: 0.23988938331604004 (0.22449240174431068) | > loss_0: 2.275831460952759 (2.340442973833817) | > grad_norm_0: tensor(6.4973, device='cuda:0') (tensor(9.1583, device='cuda:0')) | > loss_gen: 2.5745604038238525 (2.4896401006441837) | > loss_kl: 2.164788007736206 (1.9893833112258177) | > loss_feat: 7.369546413421631 (6.960249002163227) | > loss_mel: 17.417367935180664 (17.112397560706512) | > loss_duration: 2.033069610595703 (1.978646851502932) | > loss_1: 31.5593318939209 (30.530316682962273) | > grad_norm_1: tensor(73.2119, device='cuda:0') (tensor(99.0139, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.367 (0.37264848213929397) | > loader_time: 0.0047 (0.003819474807152381)  --> TIME: 2024-06-12 08:54:23 -- STEP: 129/330 -- GLOBAL_STEP: 398000 | > loss_disc: 2.375667095184326 (2.3394407542176947) | > loss_disc_real_0: 0.09881123900413513 (0.10690837786641232) | > loss_disc_real_1: 0.18901336193084717 (0.19217980624169342) | > loss_disc_real_2: 0.19064541161060333 (0.20887755978015043) | > loss_disc_real_3: 0.23845741152763367 (0.22864191234111786) | > loss_disc_real_4: 0.25778573751449585 (0.23188720528007478) | > loss_disc_real_5: 0.26640838384628296 (0.22422692583974943) | > loss_0: 2.375667095184326 (2.3394407542176947) | > grad_norm_0: tensor(9.4889, device='cuda:0') (tensor(9.1241, device='cuda:0')) | > loss_gen: 2.543851375579834 (2.48586204255274) | > loss_kl: 2.157233953475952 (2.001052605089291) | > loss_feat: 6.566864490509033 (6.985387946284095) | > loss_mel: 17.626907348632812 (17.11276629544044) | > loss_duration: 1.9681107997894287 (1.9824932046638903) | > loss_1: 30.86296844482422 (30.567561955415) | > grad_norm_1: tensor(79.8556, device='cuda:0') (tensor(98.4011, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.3847 (0.3736021500225215) | > loader_time: 0.0041 (0.0038909653360529465) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_398000.pth  --> TIME: 2024-06-12 08:54:37 -- STEP: 154/330 -- GLOBAL_STEP: 398025 | > loss_disc: 2.427722930908203 (2.344873518138737) | > loss_disc_real_0: 0.13261531293392181 (0.10946956073695963) | > loss_disc_real_1: 0.20434510707855225 (0.19251327419822867) | > loss_disc_real_2: 0.22066156566143036 (0.209663465715848) | > loss_disc_real_3: 0.24373184144496918 (0.22842242355857575) | > loss_disc_real_4: 0.24250158667564392 (0.23176727231059754) | > loss_disc_real_5: 0.22946377098560333 (0.224093930578077) | > loss_0: 2.427722930908203 (2.344873518138737) | > grad_norm_0: tensor(11.9526, device='cuda:0') (tensor(9.3600, device='cuda:0')) | > loss_gen: 2.3830394744873047 (2.47939670085907) | > loss_kl: 1.9857439994812012 (2.006326133554631) | > loss_feat: 6.861964225769043 (6.992569867666665) | > loss_mel: 17.04535675048828 (17.107013058352784) | > loss_duration: 2.000241279602051 (1.9864845779034999) | > loss_1: 30.276344299316406 (30.571790249316724) | > grad_norm_1: tensor(218.3963, device='cuda:0') (tensor(100.7562, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.383 (0.37692596076370827) | > loader_time: 0.0043 (0.00394670684616287)  --> TIME: 2024-06-12 08:54:47 -- STEP: 179/330 -- GLOBAL_STEP: 398050 | > loss_disc: 2.3345470428466797 (2.351447242598293) | > loss_disc_real_0: 0.08702260255813599 (0.11133775801798484) | > loss_disc_real_1: 0.20417416095733643 (0.19186527369408635) | > loss_disc_real_2: 0.16620101034641266 (0.20957712446178137) | > loss_disc_real_3: 0.19994060695171356 (0.2290443425071972) | > loss_disc_real_4: 0.20510149002075195 (0.23170733293674511) | > loss_disc_real_5: 0.19930873811244965 (0.22430733487259744) | > loss_0: 2.3345470428466797 (2.351447242598293) | > grad_norm_0: tensor(19.0515, device='cuda:0') (tensor(10.7017, device='cuda:0')) | > loss_gen: 2.3933017253875732 (2.475062281059819) | > loss_kl: 1.9854686260223389 (2.011179307985571) | > loss_feat: 7.513261795043945 (6.989222023074188) | > loss_mel: 17.389652252197266 (17.088325042298397) | > loss_duration: 2.0541000366210938 (1.9937365015125807) | > loss_1: 31.335783004760742 (30.557525059364362) | > grad_norm_1: tensor(116.8389, device='cuda:0') (tensor(123.9146, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.3788 (0.37822643871413913) | > loader_time: 0.0046 (0.004016246209597456)  --> TIME: 2024-06-12 08:54:57 -- STEP: 204/330 -- GLOBAL_STEP: 398075 | > loss_disc: 2.4194514751434326 (2.3540643944459796) | > loss_disc_real_0: 0.10628093034029007 (0.11204058881483826) | > loss_disc_real_1: 0.19231800734996796 (0.19237536170026837) | > loss_disc_real_2: 0.2243386209011078 (0.20946691053755143) | > loss_disc_real_3: 0.26549407839775085 (0.2297695374079779) | > loss_disc_real_4: 0.2561064660549164 (0.232532174856055) | > loss_disc_real_5: 0.23813524842262268 (0.2244027871273312) | > loss_0: 2.4194514751434326 (2.3540643944459796) | > grad_norm_0: tensor(15.9683, device='cuda:0') (tensor(12.1586, device='cuda:0')) | > loss_gen: 2.7563464641571045 (2.480512027646982) | > loss_kl: 2.2710978984832764 (2.0185373115773295) | > loss_feat: 7.390406608581543 (6.998640123535605) | > loss_mel: 16.878684997558594 (17.069292727638697) | > loss_duration: 2.0186233520507812 (2.002154212371976) | > loss_1: 31.31515884399414 (30.569136292326686) | > grad_norm_1: tensor(377.0731, device='cuda:0') (tensor(150.5594, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.3977 (0.3804214631809906) | > loader_time: 0.0049 (0.0041271950684341726)  --> TIME: 2024-06-12 08:55:08 -- STEP: 229/330 -- GLOBAL_STEP: 398100 | > loss_disc: 2.3280763626098633 (2.3573745754608413) | > loss_disc_real_0: 0.08902855962514877 (0.11397431257250007) | > loss_disc_real_1: 0.18616844713687897 (0.19314862748681197) | > loss_disc_real_2: 0.19480960071086884 (0.2100794132489825) | > loss_disc_real_3: 0.23308204114437103 (0.2295036932136294) | > loss_disc_real_4: 0.22995994985103607 (0.23239882296870368) | > loss_disc_real_5: 0.2277122288942337 (0.2231688770144267) | > loss_0: 2.3280763626098633 (2.3573745754608413) | > grad_norm_0: tensor(26.6268, device='cuda:0') (tensor(14.1384, device='cuda:0')) | > loss_gen: 2.651482105255127 (2.4805679414990696) | > loss_kl: 2.142244577407837 (2.0232489374527236) | > loss_feat: 7.615842342376709 (6.997846769974221) | > loss_mel: 17.344884872436523 (17.050117367740278) | > loss_duration: 2.1063146591186523 (2.011020696839912) | > loss_1: 31.860767364501953 (30.56280160262595) | > grad_norm_1: tensor(524.1321, device='cuda:0') (tensor(174.8038, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.4126 (0.3831909900148882) | > loader_time: 0.0058 (0.004257870553362317)  --> TIME: 2024-06-12 08:55:19 -- STEP: 254/330 -- GLOBAL_STEP: 398125 | > loss_disc: 2.2852554321289062 (2.357047851630082) | > loss_disc_real_0: 0.10967643558979034 (0.11508925842839902) | > loss_disc_real_1: 0.18438448011875153 (0.19335026986251666) | > loss_disc_real_2: 0.21597130596637726 (0.20992111414670944) | > loss_disc_real_3: 0.21469011902809143 (0.2293796626718964) | > loss_disc_real_4: 0.2264142781496048 (0.2323573426468166) | > loss_disc_real_5: 0.2214614748954773 (0.22240882413828467) | > loss_0: 2.2852554321289062 (2.357047851630082) | > grad_norm_0: tensor(33.7556, device='cuda:0') (tensor(16.0537, device='cuda:0')) | > loss_gen: 2.5397722721099854 (2.483828113773677) | > loss_kl: 2.037306785583496 (2.0250855027221304) | > loss_feat: 6.997191429138184 (7.010536728881475) | > loss_mel: 15.85156536102295 (17.003900302676698) | > loss_duration: 2.068242073059082 (2.0189657014185993) | > loss_1: 29.494075775146484 (30.542316271564154) | > grad_norm_1: tensor(519.2111, device='cuda:0') (tensor(202.8522, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.4338 (0.38731066542347575) | > loader_time: 0.0055 (0.00437379634286475)  --> TIME: 2024-06-12 08:55:30 -- STEP: 279/330 -- GLOBAL_STEP: 398150 | > loss_disc: 2.4750680923461914 (2.3584081178070386) | > loss_disc_real_0: 0.12191689759492874 (0.11572391053788551) | > loss_disc_real_1: 0.2146325260400772 (0.19393444776962307) | > loss_disc_real_2: 0.2053692787885666 (0.20982285143013066) | > loss_disc_real_3: 0.26399827003479004 (0.22934006223969136) | > loss_disc_real_4: 0.2801000773906708 (0.23244707318403388) | > loss_disc_real_5: 0.21826663613319397 (0.2225505168079048) | > loss_0: 2.4750680923461914 (2.3584081178070386) | > grad_norm_0: tensor(22.4891, device='cuda:0') (tensor(16.5811, device='cuda:0')) | > loss_gen: 2.4881792068481445 (2.4820795674477862) | > loss_kl: 2.0600128173828125 (2.029158603760503) | > loss_feat: 6.835450172424316 (7.0098351628976925) | > loss_mel: 16.212133407592773 (16.950558033468038) | > loss_duration: 2.1416244506835938 (2.029022900434378) | > loss_1: 29.73740005493164 (30.500654206908305) | > grad_norm_1: tensor(264.0298, device='cuda:0') (tensor(216.1159, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.4424 (0.3919849156478826) | > loader_time: 0.0063 (0.0045212101338157505)  --> TIME: 2024-06-12 08:55:42 -- STEP: 304/330 -- GLOBAL_STEP: 398175 | > loss_disc: 2.4815778732299805 (2.3643754783429585) | > loss_disc_real_0: 0.15390586853027344 (0.1171812611681066) | > loss_disc_real_1: 0.19961445033550262 (0.19485369996216728) | > loss_disc_real_2: 0.19584551453590393 (0.21023753618723473) | > loss_disc_real_3: 0.20792557299137115 (0.22938849286813484) | > loss_disc_real_4: 0.25810661911964417 (0.23285893684155062) | > loss_disc_real_5: 0.22106458246707916 (0.2230974644618599) | > loss_0: 2.4815778732299805 (2.3643754783429585) | > grad_norm_0: tensor(14.6806, device='cuda:0') (tensor(16.7037, device='cuda:0')) | > loss_gen: 2.3675343990325928 (2.4754642577547767) | > loss_kl: 2.046273708343506 (2.0343649897136182) | > loss_feat: 7.561402320861816 (7.0041171547613645) | > loss_mel: 15.869791030883789 (16.90745679014607) | > loss_duration: 2.199674367904663 (2.0405231761304954) | > loss_1: 30.044675827026367 (30.461926297137612) | > grad_norm_1: tensor(55.0833, device='cuda:0') (tensor(217.4923, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 0.4803 (0.39793762015668954) | > loader_time: 0.0072 (0.004675792236077157)  --> TIME: 2024-06-12 08:56:10 -- STEP: 329/330 -- GLOBAL_STEP: 398200 | > loss_disc: 2.6129539012908936 (2.3745585451734823) | > loss_disc_real_0: 0.12623490393161774 (0.11952798555415452) | > loss_disc_real_1: 0.1646372377872467 (0.19687303316448226) | > loss_disc_real_2: 0.21963024139404297 (0.2109405914700865) | > loss_disc_real_3: 0.21346770226955414 (0.22978933993443892) | > loss_disc_real_4: 0.2321494221687317 (0.23312941904669474) | > loss_disc_real_5: 0.28367355465888977 (0.22357499531518363) | > loss_0: 2.6129539012908936 (2.3745585451734823) | > grad_norm_0: tensor(11.1924, device='cuda:0') (tensor(16.5788, device='cuda:0')) | > loss_gen: 2.1023013591766357 (2.4670308976912563) | > loss_kl: 2.2026305198669434 (2.0425138241614245) | > loss_feat: 10.030558586120605 (7.075927189418247) | > loss_mel: 17.671215057373047 (16.877822473056412) | > loss_duration: 2.2944514751434326 (2.0557652715491668) | > loss_1: 34.3011589050293 (30.519059595728354) | > grad_norm_1: tensor(99.4102, device='cuda:0') (tensor(213.2630, device='cuda:0')) | > current_lr_0: 0.0001778490274485459 | > current_lr_1: 0.0001778490274485459 | > step_time: 14.1199 (0.45224877258926904) | > loader_time: 0.0338 (0.005113661108045953)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.529681444168091 (2.529681444168091) | > loss_disc_real_0: 0.13272705674171448 (0.13272705674171448) | > loss_disc_real_1: 0.1761876344680786 (0.1761876344680786) | > loss_disc_real_2: 0.21016144752502441 (0.21016144752502441) | > loss_disc_real_3: 0.24224723875522614 (0.24224723875522614) | > loss_disc_real_4: 0.28935182094573975 (0.28935182094573975) | > loss_disc_real_5: 0.2738516926765442 (0.2738516926765442) | > loss_0: 2.529681444168091 (2.529681444168091) | > loss_gen: 2.1985490322113037 (2.1985490322113037) | > loss_kl: 2.4576563835144043 (2.4576563835144043) | > loss_feat: 6.236419677734375 (6.236419677734375) | > loss_mel: 16.157609939575195 (16.157609939575195) | > loss_duration: 2.9374444484710693 (2.9374444484710693) | > loss_1: 29.987680435180664 (29.987680435180664)  --> STEP: 1 | > loss_disc: 2.235833168029785 (2.235833168029785) | > loss_disc_real_0: 0.10131867229938507 (0.10131867229938507) | > loss_disc_real_1: 0.13417701423168182 (0.13417701423168182) | > loss_disc_real_2: 0.167674258351326 (0.167674258351326) | > loss_disc_real_3: 0.18319301307201385 (0.18319301307201385) | > loss_disc_real_4: 0.22045987844467163 (0.22045987844467163) | > loss_disc_real_5: 0.15640242397785187 (0.15640242397785187) | > loss_0: 2.235833168029785 (2.235833168029785) | > loss_gen: 2.0434412956237793 (2.0434412956237793) | > loss_kl: 3.395570993423462 (3.395570993423462) | > loss_feat: 6.675371170043945 (6.675371170043945) | > loss_mel: 17.264728546142578 (17.264728546142578) | > loss_duration: 2.5362114906311035 (2.5362114906311035) | > loss_1: 31.91532325744629 (31.91532325744629)  --> STEP: 2 | > loss_disc: 2.4586777687072754 (2.3472554683685303) | > loss_disc_real_0: 0.149699404835701 (0.12550903856754303) | > loss_disc_real_1: 0.13912168145179749 (0.13664934784173965) | > loss_disc_real_2: 0.22246454656124115 (0.19506940245628357) | > loss_disc_real_3: 0.24092179536819458 (0.21205740422010422) | > loss_disc_real_4: 0.22994770109653473 (0.22520378977060318) | > loss_disc_real_5: 0.25109684467315674 (0.2037496343255043) | > loss_0: 2.4586777687072754 (2.3472554683685303) | > loss_gen: 2.2072551250457764 (2.125348210334778) | > loss_kl: 2.7472569942474365 (3.071413993835449) | > loss_feat: 5.297114849090576 (5.986243009567261) | > loss_mel: 17.450654983520508 (17.357691764831543) | > loss_duration: 2.547274589538574 (2.541743040084839) | > loss_1: 30.249553680419922 (31.082438468933105)  --> STEP: 3 | > loss_disc: 2.455125093460083 (2.3832120100657144) | > loss_disc_real_0: 0.17287655174732208 (0.1412982096274694) | > loss_disc_real_1: 0.13124355673789978 (0.13484741747379303) | > loss_disc_real_2: 0.22256505489349365 (0.2042346199353536) | > loss_disc_real_3: 0.2820809483528137 (0.23539858559767404) | > loss_disc_real_4: 0.2483169585466385 (0.23290817936261496) | > loss_disc_real_5: 0.2067476361989975 (0.20474896828333536) | > loss_0: 2.455125093460083 (2.3832120100657144) | > loss_gen: 2.2997803688049316 (2.1834922631581626) | > loss_kl: 3.2391066551208496 (3.1273115475972495) | > loss_feat: 6.1657209396362305 (6.046068986256917) | > loss_mel: 17.62451934814453 (17.44663429260254) | > loss_duration: 2.3356950283050537 (2.473060369491577) | > loss_1: 31.66482162475586 (31.27656618754069)  --> STEP: 4 | > loss_disc: 2.4092235565185547 (2.3897148966789246) | > loss_disc_real_0: 0.1491907238960266 (0.1432713381946087) | > loss_disc_real_1: 0.11518194526433945 (0.12993104942142963) | > loss_disc_real_2: 0.22895053029060364 (0.2104135975241661) | > loss_disc_real_3: 0.2173605114221573 (0.23088906705379486) | > loss_disc_real_4: 0.21714292466640472 (0.2289668656885624) | > loss_disc_real_5: 0.17769385874271393 (0.19798519089818) | > loss_0: 2.4092235565185547 (2.3897148966789246) | > loss_gen: 2.1353299617767334 (2.171451687812805) | > loss_kl: 3.664675712585449 (3.2616525888442993) | > loss_feat: 6.615845680236816 (6.188513159751892) | > loss_mel: 17.17020034790039 (17.377525806427002) | > loss_duration: 2.387181520462036 (2.451590657234192) | > loss_1: 31.973234176635742 (31.450733184814453)  --> STEP: 5 | > loss_disc: 2.3773536682128906 (2.387242650985718) | > loss_disc_real_0: 0.100393146276474 (0.13469569981098176) | > loss_disc_real_1: 0.15287698805332184 (0.13452023714780809) | > loss_disc_real_2: 0.23200033605098724 (0.21473094522953035) | > loss_disc_real_3: 0.2552338242530823 (0.23575801849365235) | > loss_disc_real_4: 0.26181560754776 (0.2355366140604019) | > loss_disc_real_5: 0.22912558913230896 (0.2042132705450058) | > loss_0: 2.3773536682128906 (2.387242650985718) | > loss_gen: 2.3292737007141113 (2.2030160903930662) | > loss_kl: 3.198657274246216 (3.2490535259246824) | > loss_feat: 5.219002723693848 (5.994611072540283) | > loss_mel: 17.51661491394043 (17.40534362792969) | > loss_duration: 2.4280405044555664 (2.4468806266784666) | > loss_1: 30.69158935546875 (31.298904418945312)  --> STEP: 6 | > loss_disc: 2.2890737056732178 (2.3708811601003013) | > loss_disc_real_0: 0.13163232803344727 (0.13418513784805933) | > loss_disc_real_1: 0.1425270438194275 (0.1358547049264113) | > loss_disc_real_2: 0.14715270698070526 (0.20346790552139282) | > loss_disc_real_3: 0.27574998140335083 (0.24242334564526877) | > loss_disc_real_4: 0.20493578910827637 (0.23043647656838098) | > loss_disc_real_5: 0.1675606518983841 (0.19810450077056885) | > loss_0: 2.2890737056732178 (2.3708811601003013) | > loss_gen: 2.394845724105835 (2.2349876960118613) | > loss_kl: 3.1692652702331543 (3.2357554833094277) | > loss_feat: 6.579980373382568 (6.092172622680664) | > loss_mel: 17.158584594726562 (17.364217122395832) | > loss_duration: 2.25435471534729 (2.4147929747899375) | > loss_1: 31.557029724121094 (31.341925303141277)  --> STEP: 7 | > loss_disc: 2.0960094928741455 (2.331613779067993) | > loss_disc_real_0: 0.06680203974246979 (0.12455898097583226) | > loss_disc_real_1: 0.1322137415409088 (0.13533456729991095) | > loss_disc_real_2: 0.15272508561611176 (0.1962189312492098) | > loss_disc_real_3: 0.23854541778564453 (0.24186935595103673) | > loss_disc_real_4: 0.19153334200382233 (0.22487888591630117) | > loss_disc_real_5: 0.19812962412834167 (0.19810808982167924) | > loss_0: 2.0960094928741455 (2.331613779067993) | > loss_gen: 2.4186344146728516 (2.26122294153486) | > loss_kl: 4.310449123382568 (3.389283146177019) | > loss_feat: 6.659941673278809 (6.173282487051828) | > loss_mel: 18.13724708557129 (17.47464997427804) | > loss_duration: 2.449164867401123 (2.419703245162964) | > loss_1: 33.97543716430664 (31.718141283307755)  --> STEP: 8 | > loss_disc: 2.3617188930511475 (2.3353769183158875) | > loss_disc_real_0: 0.12873494625091553 (0.12508097663521767) | > loss_disc_real_1: 0.14045047760009766 (0.1359740560874343) | > loss_disc_real_2: 0.1654312014579773 (0.19237046502530575) | > loss_disc_real_3: 0.18428251147270203 (0.2346710003912449) | > loss_disc_real_4: 0.19605472683906555 (0.22127586603164673) | > loss_disc_real_5: 0.21933507919311523 (0.20076146349310875) | > loss_0: 2.3617188930511475 (2.3353769183158875) | > loss_gen: 2.1901309490203857 (2.2523364424705505) | > loss_kl: 3.0064785480499268 (3.341432571411133) | > loss_feat: 12.097410202026367 (6.913798451423645) | > loss_mel: 17.73291015625 (17.506932497024536) | > loss_duration: 2.2842483520507812 (2.402771383523941) | > loss_1: 37.311180114746094 (32.41727113723755)  --> STEP: 9 | > loss_disc: 2.306994676589966 (2.332223335901896) | > loss_disc_real_0: 0.24010562896728516 (0.13786149356100294) | > loss_disc_real_1: 0.1543063372373581 (0.1380109762152036) | > loss_disc_real_2: 0.15736675262451172 (0.18848116364743975) | > loss_disc_real_3: 0.18847887217998505 (0.2295385417011049) | > loss_disc_real_4: 0.16905662417411804 (0.2154737280474769) | > loss_disc_real_5: 0.16261188685894012 (0.19652262164486778) | > loss_0: 2.306994676589966 (2.332223335901896) | > loss_gen: 2.3486440181732178 (2.2630372842152915) | > loss_kl: 3.0875461101531982 (3.313222964604696) | > loss_feat: 10.553950309753418 (7.318259769015842) | > loss_mel: 18.248096466064453 (17.589284049140083) | > loss_duration: 2.2075002193450928 (2.381074587504069) | > loss_1: 36.445735931396484 (32.86487833658854)  --> STEP: 10 | > loss_disc: 2.3071181774139404 (2.3297128200531008) | > loss_disc_real_0: 0.12465407699346542 (0.1365407519042492) | > loss_disc_real_1: 0.19821766018867493 (0.14403164461255075) | > loss_disc_real_2: 0.19356346130371094 (0.18898939341306686) | > loss_disc_real_3: 0.23645059764385223 (0.23022974729537965) | > loss_disc_real_4: 0.3142094910144806 (0.22534730434417724) | > loss_disc_real_5: 0.2369229644536972 (0.20056265592575073) | > loss_0: 2.3071181774139404 (2.3297128200531008) | > loss_gen: 2.4765050411224365 (2.2843840599060057) | > loss_kl: 3.295348644256592 (3.3114355325698854) | > loss_feat: 6.033579349517822 (7.18979172706604) | > loss_mel: 18.15896224975586 (17.64625186920166) | > loss_duration: 2.4225544929504395 (2.385222578048706) | > loss_1: 32.3869514465332 (32.817085647583006)  --> STEP: 11 | > loss_disc: 2.424043655395508 (2.338288350538774) | > loss_disc_real_0: 0.1979188323020935 (0.1421205773949623) | > loss_disc_real_1: 0.14226479828357697 (0.14387102221900766) | > loss_disc_real_2: 0.1719052940607071 (0.18743629347194324) | > loss_disc_real_3: 0.1951422244310379 (0.2270399724895304) | > loss_disc_real_4: 0.25152474641799927 (0.2277270718054338) | > loss_disc_real_5: 0.2149798572063446 (0.2018733105876229) | > loss_0: 2.424043655395508 (2.338288350538774) | > loss_gen: 2.2186036109924316 (2.278404019095681) | > loss_kl: 3.4720065593719482 (3.3260328986428003) | > loss_feat: 6.48318338394165 (7.125554604963823) | > loss_mel: 15.790053367614746 (17.477506550875578) | > loss_duration: 2.5513710975646973 (2.4003269889137964) | > loss_1: 30.515216827392578 (32.607824845747515)  --> STEP: 12 | > loss_disc: 2.340787887573242 (2.3384966452916465) | > loss_disc_real_0: 0.13299226760864258 (0.141359884912769) | > loss_disc_real_1: 0.13232648372650146 (0.14290897734463215) | > loss_disc_real_2: 0.27091988921165466 (0.19439325978358588) | > loss_disc_real_3: 0.2518744468688965 (0.22910951202114424) | > loss_disc_real_4: 0.23310627043247223 (0.228175338357687) | > loss_disc_real_5: 0.22222940623760223 (0.20356965189178786) | > loss_0: 2.340787887573242 (2.3384966452916465) | > loss_gen: 2.322054624557495 (2.2820415695508323) | > loss_kl: 3.1650071144104004 (3.3126140832901) | > loss_feat: 6.219508647918701 (7.050050775210063) | > loss_mel: 17.22258949279785 (17.456263462702434) | > loss_duration: 2.3040037155151367 (2.392300049463908) | > loss_1: 31.23316192626953 (32.49326960245768)  --> STEP: 13 | > loss_disc: 2.522686243057251 (2.3526650758890004) | > loss_disc_real_0: 0.19133120775222778 (0.1452038328234966) | > loss_disc_real_1: 0.23616933822631836 (0.150082851258608) | > loss_disc_real_2: 0.20416192710399628 (0.19514469573130974) | > loss_disc_real_3: 0.2663933038711548 (0.23197749600960657) | > loss_disc_real_4: 0.298733651638031 (0.23360290091771346) | > loss_disc_real_5: 0.19651852548122406 (0.20302725755251372) | > loss_0: 2.522686243057251 (2.3526650758890004) | > loss_gen: 2.3791563510894775 (2.289511937361497) | > loss_kl: 3.7804532051086426 (3.3486017080453725) | > loss_feat: 6.716167449951172 (7.02436744249784) | > loss_mel: 16.12067413330078 (17.35352582197923) | > loss_duration: 2.312777042388916 (2.386182895073524) | > loss_1: 31.309226989746094 (32.402189401479866)  --> STEP: 14 | > loss_disc: 2.4174697399139404 (2.3572939804622104) | > loss_disc_real_0: 0.1582988202571869 (0.1461391890687602) | > loss_disc_real_1: 0.15572451055049896 (0.15048582692231452) | > loss_disc_real_2: 0.14127355813980103 (0.19129675733191626) | > loss_disc_real_3: 0.20968486368656158 (0.23038516512938909) | > loss_disc_real_4: 0.21534644067287445 (0.2322988680430821) | > loss_disc_real_5: 0.2203870564699173 (0.20426724318947112) | > loss_0: 2.4174697399139404 (2.3572939804622104) | > loss_gen: 2.230154514312744 (2.285272121429443) | > loss_kl: 3.9726710319519043 (3.3931780883244107) | > loss_feat: 6.707999229431152 (7.0017697129930765) | > loss_mel: 18.541187286376953 (17.438358783721924) | > loss_duration: 2.443660020828247 (2.390288404056004) | > loss_1: 33.89567184448242 (32.50886671883719)  --> STEP: 15 | > loss_disc: 2.382694721221924 (2.3589873631795246) | > loss_disc_real_0: 0.12135807424783707 (0.1444871147473653) | > loss_disc_real_1: 0.10648820549249649 (0.14755265216032665) | > loss_disc_real_2: 0.1578555405139923 (0.189067342877388) | > loss_disc_real_3: 0.13944154977798462 (0.22432225743929546) | > loss_disc_real_4: 0.21400870382785797 (0.23107952376206717) | > loss_disc_real_5: 0.1933165043592453 (0.20353719393412273) | > loss_0: 2.382694721221924 (2.3589873631795246) | > loss_gen: 1.9889633655548096 (2.265518204371134) | > loss_kl: 3.40545916557312 (3.393996826807658) | > loss_feat: 6.851011276245117 (6.991719150543213) | > loss_mel: 18.104055404663086 (17.482738558451334) | > loss_duration: 2.414729356765747 (2.3919178009033204) | > loss_1: 32.76422119140625 (32.52589035034179)  --> STEP: 16 | > loss_disc: 2.308742046356201 (2.355847030878067) | > loss_disc_real_0: 0.16137394309043884 (0.1455425415188074) | > loss_disc_real_1: 0.12536892294883728 (0.14616616908460855) | > loss_disc_real_2: 0.16170601546764374 (0.18735725991427898) | > loss_disc_real_3: 0.18805891275405884 (0.22205579839646816) | > loss_disc_real_4: 0.18489938974380493 (0.22819326538592577) | > loss_disc_real_5: 0.1379016488790512 (0.19943497236818075) | > loss_0: 2.308742046356201 (2.355847030878067) | > loss_gen: 2.06087064743042 (2.2527277320623393) | > loss_kl: 2.8571786880493164 (3.3604456931352615) | > loss_feat: 10.693343162536621 (7.223070651292801) | > loss_mel: 18.796159744262695 (17.564827382564545) | > loss_duration: 2.4528775215148926 (2.3957277834415436) | > loss_1: 36.86042785644531 (32.79679894447326)  --> STEP: 17 | > loss_disc: 2.43756365776062 (2.360653891282923) | > loss_disc_real_0: 0.06154101714491844 (0.1406012753791669) | > loss_disc_real_1: 0.18886761367321014 (0.148678018766291) | > loss_disc_real_2: 0.21933302283287048 (0.18923818714478435) | > loss_disc_real_3: 0.23053988814353943 (0.22255486249923706) | > loss_disc_real_4: 0.25447821617126465 (0.22973943896153393) | > loss_disc_real_5: 0.2377704530954361 (0.20169000064625459) | > loss_0: 2.43756365776062 (2.360653891282923) | > loss_gen: 2.042980670928955 (2.2403896696427283) | > loss_kl: 2.1504244804382324 (3.2892679747413185) | > loss_feat: 4.528611660003662 (7.06457306356991) | > loss_mel: 16.2188777923584 (17.4856538772583) | > loss_duration: 2.4793479442596436 (2.4006466164308438) | > loss_1: 27.420242309570312 (32.480530907126024)  --> STEP: 18 | > loss_disc: 2.424123764038086 (2.3641799953248768) | > loss_disc_real_0: 0.1331445872783661 (0.1401870149291224) | > loss_disc_real_1: 0.13082250952720642 (0.1476860460307863) | > loss_disc_real_2: 0.13889725506305695 (0.1864414686957995) | > loss_disc_real_3: 0.17976020276546478 (0.22017738140291637) | > loss_disc_real_4: 0.23849377036094666 (0.23022579070594576) | > loss_disc_real_5: 0.24743802845478058 (0.20423155774672827) | > loss_0: 2.424123764038086 (2.3641799953248768) | > loss_gen: 2.2640600204467773 (2.241704689131842) | > loss_kl: 3.2263433933258057 (3.285772164662679) | > loss_feat: 11.079510688781738 (7.287625153859456) | > loss_mel: 18.748762130737305 (17.555826558007134) | > loss_duration: 2.2846572399139404 (2.3942027621799045) | > loss_1: 37.60333251953125 (32.76513099670409)  --> STEP: 19 | > loss_disc: 2.4143779277801514 (2.366821991769891) | > loss_disc_real_0: 0.21593543887138367 (0.14417377408397825) | > loss_disc_real_1: 0.17578637599945068 (0.14916501076597916) | > loss_disc_real_2: 0.20046769082546234 (0.18717969091315018) | > loss_disc_real_3: 0.1780015528202057 (0.21795760095119476) | > loss_disc_real_4: 0.20925387740135193 (0.22912200579517766) | > loss_disc_real_5: 0.16088925302028656 (0.20195038381375766) | > loss_0: 2.4143779277801514 (2.366821991769891) | > loss_gen: 2.246135950088501 (2.2419379133927193) | > loss_kl: 2.5235087871551514 (3.245653039530704) | > loss_feat: 7.2733473777771 (7.286873691960385) | > loss_mel: 16.546545028686523 (17.502706477516575) | > loss_duration: 2.390997886657715 (2.394034084520842) | > loss_1: 30.980533599853516 (32.67120481792248)  --> STEP: 20 | > loss_disc: 2.51579213142395 (2.374270498752594) | > loss_disc_real_0: 0.11496549099683762 (0.14271335992962123) | > loss_disc_real_1: 0.11450384557247162 (0.14743195250630378) | > loss_disc_real_2: 0.2654617130756378 (0.19109379202127458) | > loss_disc_real_3: 0.2213759422302246 (0.21812851801514627) | > loss_disc_real_4: 0.2944992780685425 (0.2323908694088459) | > loss_disc_real_5: 0.268134206533432 (0.20525957494974137) | > loss_0: 2.51579213142395 (2.374270498752594) | > loss_gen: 2.2570078372955322 (2.2426914095878603) | > loss_kl: 2.111945867538452 (3.1889676809310914) | > loss_feat: 8.662849426269531 (7.355672478675842) | > loss_mel: 17.726272583007812 (17.513884782791138) | > loss_duration: 2.3551080226898193 (2.3920877814292907) | > loss_1: 33.113182067871094 (32.69330368041991)  --> STEP: 21 | > loss_disc: 2.5460546016693115 (2.3824506941295804) | > loss_disc_real_0: 0.15560489892959595 (0.14332724273914382) | > loss_disc_real_1: 0.2383708357810974 (0.1517623755193892) | > loss_disc_real_2: 0.22167356312274933 (0.19254997159753526) | > loss_disc_real_3: 0.29593464732170105 (0.22183357179164886) | > loss_disc_real_4: 0.20383699238300323 (0.23103116097904386) | > loss_disc_real_5: 0.23358236253261566 (0.20660827912035443) | > loss_0: 2.5460546016693115 (2.3824506941295804) | > loss_gen: 2.3473196029663086 (2.2476737045106434) | > loss_kl: 3.0579450130462646 (3.182728506269909) | > loss_feat: 5.9039788246154785 (7.286544209434872) | > loss_mel: 15.721795082092285 (17.428547177995956) | > loss_duration: 2.1560397148132324 (2.3808473973047164) | > loss_1: 29.18708038330078 (32.52634066627138)  --> STEP: 22 | > loss_disc: 2.440891742706299 (2.3851071054285224) | > loss_disc_real_0: 0.09955957531929016 (0.14133780331096865) | > loss_disc_real_1: 0.1382841318845749 (0.15114972808144309) | > loss_disc_real_2: 0.21177302300930023 (0.1934237466617064) | > loss_disc_real_3: 0.18249426782131195 (0.22004542161117902) | > loss_disc_real_4: 0.17309971153736115 (0.2283979132771492) | > loss_disc_real_5: 0.2186427116394043 (0.20715529878031125) | > loss_0: 2.440891742706299 (2.3851071054285224) | > loss_gen: 2.0111441612243652 (2.236922361633994) | > loss_kl: 2.72843861579895 (3.1620789657939565) | > loss_feat: 6.6626877784729 (7.2581870989366015) | > loss_mel: 18.108078002929688 (17.45943494276567) | > loss_duration: 2.2250218391418457 (2.3737644173882226) | > loss_1: 31.735370635986328 (32.4903874830766)  --> STEP: 23 | > loss_disc: 2.559849739074707 (2.392704611239226) | > loss_disc_real_0: 0.24557843804359436 (0.1458700048210828) | > loss_disc_real_1: 0.1507645845413208 (0.15113298271013342) | > loss_disc_real_2: 0.2836785614490509 (0.19734786904376486) | > loss_disc_real_3: 0.29301926493644714 (0.22321819740792978) | > loss_disc_real_4: 0.29156115651130676 (0.23114414124385171) | > loss_disc_real_5: 0.2691652774810791 (0.20985138481077942) | > loss_0: 2.559849739074707 (2.392704611239226) | > loss_gen: 2.499600410461426 (2.2483431463656216) | > loss_kl: 3.067106008529663 (3.1579497067824653) | > loss_feat: 5.323820114135742 (7.174084186553955) | > loss_mel: 15.558859825134277 (17.37680124199909) | > loss_duration: 2.3337349891662598 (2.3720240074655288) | > loss_1: 28.78312110900879 (32.329201988551915)  --> STEP: 24 | > loss_disc: 2.5589890480041504 (2.3996331294377646) | > loss_disc_real_0: 0.25168389081954956 (0.1502789167376856) | > loss_disc_real_1: 0.12612955272197723 (0.1500911731272936) | > loss_disc_real_2: 0.26559701561927795 (0.20019158348441124) | > loss_disc_real_3: 0.255161315202713 (0.2245491606493791) | > loss_disc_real_4: 0.24282631278038025 (0.23163089839120707) | > loss_disc_real_5: 0.21514977514743805 (0.21007215107480684) | > loss_0: 2.5589890480041504 (2.3996331294377646) | > loss_gen: 2.1900177001953125 (2.245912919441859) | > loss_kl: 2.415266275405884 (3.127004563808441) | > loss_feat: 4.652563095092773 (7.0690208077430725) | > loss_mel: 17.905561447143555 (17.398832917213443) | > loss_duration: 2.409255266189575 (2.373575309912364) | > loss_1: 29.572664260864258 (32.21434624989826)  --> STEP: 25 | > loss_disc: 2.6172146797180176 (2.408336391448975) | > loss_disc_real_0: 0.1676102578639984 (0.1509721703827381) | > loss_disc_real_1: 0.1501191258430481 (0.15009229123592377) | > loss_disc_real_2: 0.2227891981601715 (0.20109548807144165) | > loss_disc_real_3: 0.234728142619133 (0.22495631992816925) | > loss_disc_real_4: 0.2517804205417633 (0.2324368792772293) | > loss_disc_real_5: 0.22771012783050537 (0.2107776701450348) | > loss_0: 2.6172146797180176 (2.408336391448975) | > loss_gen: 2.1780776977539062 (2.2431995105743407) | > loss_kl: 2.8113975524902344 (3.114380283355713) | > loss_feat: 7.565234661102295 (7.088869361877442) | > loss_mel: 16.811817169189453 (17.375352287292486) | > loss_duration: 2.370831251144409 (2.3734655475616457) | > loss_1: 31.73735809326172 (32.195266723632805)  --> STEP: 26 | > loss_disc: 2.307589292526245 (2.40446150302887) | > loss_disc_real_0: 0.16782772541046143 (0.15162046096072748) | > loss_disc_real_1: 0.057017918676137924 (0.146512507675932) | > loss_disc_real_2: 0.15668483078479767 (0.1993873858681092) | > loss_disc_real_3: 0.15988199412822723 (0.22245346124355608) | > loss_disc_real_4: 0.1693098098039627 (0.23000891506671906) | > loss_disc_real_5: 0.12511739134788513 (0.2074830440374521) | > loss_0: 2.307589292526245 (2.40446150302887) | > loss_gen: 2.192984104156494 (2.241268148789039) | > loss_kl: 2.4018394947052 (3.086974868407616) | > loss_feat: 15.3981294631958 (7.408456288851225) | > loss_mel: 20.79460906982422 (17.506862163543705) | > loss_duration: 2.363278388977051 (2.373073733769931) | > loss_1: 43.150840759277344 (32.61663495577298) --> EVAL PERFORMANCE | > avg_loader_time: 0.002420966441814716 (-7.222248957707272e-05) | > avg_loss_disc: 2.40446150302887 (-0.024240842232337467) | > avg_loss_disc_real_0: 0.15162046096072748 (+0.035597496594374) | > avg_loss_disc_real_1: 0.146512507675932 (-0.03565144610519594) | > avg_loss_disc_real_2: 0.1993873858681092 (-0.0025009489976442756) | > avg_loss_disc_real_3: 0.22245346124355608 (-0.0190086800318498) | > avg_loss_disc_real_4: 0.23000891506671906 (-0.006135700986935555) | > avg_loss_disc_real_5: 0.2074830440374521 (-0.05532873880404687) | > avg_loss_0: 2.40446150302887 (-0.024240842232337467) | > avg_loss_gen: 2.241268148789039 (-0.007059409068181033) | > avg_loss_kl: 3.086974868407616 (+0.02166685691246606) | > avg_loss_feat: 7.408456288851225 (+0.7012221996600818) | > avg_loss_mel: 17.506862163543705 (+0.17968317178579696) | > avg_loss_duration: 2.373073733769931 (+0.00861800633944032) | > avg_loss_1: 32.61663495577298 (+0.9041303487924353)  > EPOCH: 940/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:56:16)   --> TIME: 2024-06-12 08:56:26 -- STEP: 24/330 -- GLOBAL_STEP: 398225 | > loss_disc: 2.3514389991760254 (2.320694506168366) | > loss_disc_real_0: 0.09570349007844925 (0.10063441594441731) | > loss_disc_real_1: 0.1891862004995346 (0.19827477913349867) | > loss_disc_real_2: 0.20354244112968445 (0.20639156798521677) | > loss_disc_real_3: 0.23025213181972504 (0.223242507626613) | > loss_disc_real_4: 0.19610615074634552 (0.22804714304705462) | > loss_disc_real_5: 0.19083549082279205 (0.2203488995631536) | > loss_0: 2.3514389991760254 (2.320694506168366) | > grad_norm_0: tensor(8.7318, device='cuda:0') (tensor(8.6876, device='cuda:0')) | > loss_gen: 2.4995157718658447 (2.504823843638102) | > loss_kl: 2.054913282394409 (1.908299947778384) | > loss_feat: 7.376594066619873 (7.125120898087819) | > loss_mel: 17.2224178314209 (17.336445569992062) | > loss_duration: 1.9451284408569336 (2.0148356159528094) | > loss_1: 31.098567962646484 (30.8895259698232) | > grad_norm_1: tensor(65.6148, device='cuda:0') (tensor(99.5130, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.3633 (0.36281188329060865) | > loader_time: 0.0033 (0.003250718116760254)  --> TIME: 2024-06-12 08:56:35 -- STEP: 49/330 -- GLOBAL_STEP: 398250 | > loss_disc: 2.2473931312561035 (2.3381088801792678) | > loss_disc_real_0: 0.0927891880273819 (0.10369392484426498) | > loss_disc_real_1: 0.2103930413722992 (0.19559987816883592) | > loss_disc_real_2: 0.21060936152935028 (0.20919452546810618) | > loss_disc_real_3: 0.18814517557621002 (0.2270355972708488) | > loss_disc_real_4: 0.21079988777637482 (0.23104924419704748) | > loss_disc_real_5: 0.21583594381809235 (0.22252747386085744) | > loss_0: 2.2473931312561035 (2.3381088801792678) | > grad_norm_0: tensor(14.1191, device='cuda:0') (tensor(9.5598, device='cuda:0')) | > loss_gen: 2.554340362548828 (2.4975198045068865) | > loss_kl: 1.855621099472046 (1.9339668045238572) | > loss_feat: 7.325668811798096 (7.047693184443882) | > loss_mel: 17.393077850341797 (17.282238824026926) | > loss_duration: 1.9052629470825195 (1.9835641603080594) | > loss_1: 31.03396987915039 (30.74498277780961) | > grad_norm_1: tensor(220.3087, device='cuda:0') (tensor(122.2704, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.363 (0.3678348988902812) | > loader_time: 0.0036 (0.00338261468069894)  --> TIME: 2024-06-12 08:56:45 -- STEP: 74/330 -- GLOBAL_STEP: 398275 | > loss_disc: 2.458076000213623 (2.3442343119028446) | > loss_disc_real_0: 0.11681486666202545 (0.10647104126778809) | > loss_disc_real_1: 0.20371024310588837 (0.1951002779643278) | > loss_disc_real_2: 0.20256495475769043 (0.20934131801933858) | > loss_disc_real_3: 0.2656238377094269 (0.2274436769453255) | > loss_disc_real_4: 0.31740260124206543 (0.2324243495995934) | > loss_disc_real_5: 0.2810533940792084 (0.2239999962416855) | > loss_0: 2.458076000213623 (2.3442343119028446) | > grad_norm_0: tensor(8.7675, device='cuda:0') (tensor(9.3650, device='cuda:0')) | > loss_gen: 2.5692062377929688 (2.501393633919794) | > loss_kl: 2.068901538848877 (1.9430726218867946) | > loss_feat: 6.853567600250244 (7.05475658983798) | > loss_mel: 17.21616554260254 (17.23682563369339) | > loss_duration: 1.9139745235443115 (1.973461665011741) | > loss_1: 30.621814727783203 (30.709510133073138) | > grad_norm_1: tensor(50.1527, device='cuda:0') (tensor(119.2823, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.3628 (0.37045818728369634) | > loader_time: 0.0036 (0.0035704503188262113)  --> TIME: 2024-06-12 08:56:54 -- STEP: 99/330 -- GLOBAL_STEP: 398300 | > loss_disc: 2.458466053009033 (2.349481934248798) | > loss_disc_real_0: 0.11995615065097809 (0.10906307926081647) | > loss_disc_real_1: 0.18067774176597595 (0.19459032613520674) | > loss_disc_real_2: 0.2209097445011139 (0.20986328100917315) | > loss_disc_real_3: 0.23917633295059204 (0.22741461913995067) | > loss_disc_real_4: 0.2538413405418396 (0.232262521982193) | > loss_disc_real_5: 0.23112305998802185 (0.22399540561618228) | > loss_0: 2.458466053009033 (2.349481934248798) | > grad_norm_0: tensor(12.9964, device='cuda:0') (tensor(9.2835, device='cuda:0')) | > loss_gen: 2.502455472946167 (2.493339579514783) | > loss_kl: 1.955560326576233 (1.9426944629110472) | > loss_feat: 7.10538911819458 (7.019807035272774) | > loss_mel: 17.23732566833496 (17.15479806456903) | > loss_duration: 1.9925811290740967 (1.9750962775162977) | > loss_1: 30.793310165405273 (30.58573543664181) | > grad_norm_1: tensor(174.9615, device='cuda:0') (tensor(107.6129, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.3671 (0.3697859927861377) | > loader_time: 0.0038 (0.0036809757502392084)  --> TIME: 2024-06-12 08:57:04 -- STEP: 124/330 -- GLOBAL_STEP: 398325 | > loss_disc: 2.32840633392334 (2.362265340743525) | > loss_disc_real_0: 0.09890250116586685 (0.11133770734792756) | > loss_disc_real_1: 0.17892034351825714 (0.19420610566533383) | > loss_disc_real_2: 0.20580823719501495 (0.2097432699895674) | > loss_disc_real_3: 0.20825715363025665 (0.22877110264474346) | > loss_disc_real_4: 0.24286413192749023 (0.23244570460050337) | > loss_disc_real_5: 0.20361414551734924 (0.2245970397226272) | > loss_0: 2.32840633392334 (2.362265340743525) | > grad_norm_0: tensor(8.9972, device='cuda:0') (tensor(10.2266, device='cuda:0')) | > loss_gen: 2.443341016769409 (2.493625658173715) | > loss_kl: 2.1064794063568115 (1.9568492270285083) | > loss_feat: 7.267480373382568 (7.017419518962985) | > loss_mel: 17.347116470336914 (17.18127106082055) | > loss_duration: 1.9969124794006348 (1.9798296295827436) | > loss_1: 31.16132926940918 (30.62899503400249) | > grad_norm_1: tensor(109.2090, device='cuda:0') (tensor(118.9637, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.3635 (0.37030768394470215) | > loader_time: 0.0041 (0.0037481361819851782)  --> TIME: 2024-06-12 08:57:13 -- STEP: 149/330 -- GLOBAL_STEP: 398350 | > loss_disc: 2.4591376781463623 (2.3690188891135593) | > loss_disc_real_0: 0.08858643472194672 (0.11305543820329961) | > loss_disc_real_1: 0.1756986826658249 (0.19435695608790288) | > loss_disc_real_2: 0.201817125082016 (0.21065466235948088) | > loss_disc_real_3: 0.22903214395046234 (0.2291083406881998) | > loss_disc_real_4: 0.24347448348999023 (0.23368103752200237) | > loss_disc_real_5: 0.2525961101055145 (0.2253218052171221) | > loss_0: 2.4591376781463623 (2.3690188891135593) | > grad_norm_0: tensor(11.8188, device='cuda:0') (tensor(10.3950, device='cuda:0')) | > loss_gen: 2.5200891494750977 (2.4873827351819746) | > loss_kl: 1.9910337924957275 (1.9709580056619325) | > loss_feat: 6.666757106781006 (7.010091967230675) | > loss_mel: 17.368112564086914 (17.175039150570854) | > loss_duration: 2.0331525802612305 (1.9852919330532919) | > loss_1: 30.579147338867188 (30.62876381330042) | > grad_norm_1: tensor(110.5679, device='cuda:0') (tensor(124.5921, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.3746 (0.37140411818587543) | > loader_time: 0.0043 (0.0038518217586030897)  --> TIME: 2024-06-12 08:57:24 -- STEP: 174/330 -- GLOBAL_STEP: 398375 | > loss_disc: 2.5189855098724365 (2.3701504510024485) | > loss_disc_real_0: 0.09447820484638214 (0.11440883105856249) | > loss_disc_real_1: 0.18369384109973907 (0.1950117761975732) | > loss_disc_real_2: 0.21775051951408386 (0.2109584398995871) | > loss_disc_real_3: 0.23722322285175323 (0.2288475995776297) | > loss_disc_real_4: 0.23547683656215668 (0.23361112982377238) | > loss_disc_real_5: 0.2266768366098404 (0.22501763701438907) | > loss_0: 2.5189855098724365 (2.3701504510024485) | > grad_norm_0: tensor(7.1558, device='cuda:0') (tensor(10.8564, device='cuda:0')) | > loss_gen: 2.319138526916504 (2.4840453452077407) | > loss_kl: 1.9564356803894043 (1.9760935238037987) | > loss_feat: 7.227017402648926 (6.989716836775856) | > loss_mel: 17.243568420410156 (17.14668220213089) | > loss_duration: 2.0927529335021973 (1.9914057179429066) | > loss_1: 30.838911056518555 (30.587943669023186) | > grad_norm_1: tensor(87.2042, device='cuda:0') (tensor(127.0395, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.4002 (0.37595156006429387) | > loader_time: 0.0051 (0.0039810915102903854)  --> TIME: 2024-06-12 08:57:34 -- STEP: 199/330 -- GLOBAL_STEP: 398400 | > loss_disc: 2.2778844833374023 (2.373124527571788) | > loss_disc_real_0: 0.11180990934371948 (0.11574542866879373) | > loss_disc_real_1: 0.15933653712272644 (0.19564709438001687) | > loss_disc_real_2: 0.207861989736557 (0.21115674475329604) | > loss_disc_real_3: 0.2381356656551361 (0.22936983039630718) | > loss_disc_real_4: 0.23914290964603424 (0.23341483536677146) | > loss_disc_real_5: 0.25223419070243835 (0.2247599514585045) | > loss_0: 2.2778844833374023 (2.373124527571788) | > grad_norm_0: tensor(13.9062, device='cuda:0') (tensor(11.9453, device='cuda:0')) | > loss_gen: 2.534137487411499 (2.479757371260293) | > loss_kl: 2.047441244125366 (1.9851791762826432) | > loss_feat: 6.9486894607543945 (6.9750631370736125) | > loss_mel: 16.72185516357422 (17.12111902476554) | > loss_duration: 2.1386961936950684 (2.000255181561762) | > loss_1: 30.39082145690918 (30.561373964625986) | > grad_norm_1: tensor(226.5332, device='cuda:0') (tensor(141.1239, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.4186 (0.3803168050008803) | > loader_time: 0.0045 (0.004110008028883429)  --> TIME: 2024-06-12 08:57:45 -- STEP: 224/330 -- GLOBAL_STEP: 398425 | > loss_disc: 2.3656303882598877 (2.375100508332252) | > loss_disc_real_0: 0.11020597815513611 (0.11627959137383316) | > loss_disc_real_1: 0.19643767178058624 (0.19577818014658985) | > loss_disc_real_2: 0.21793441474437714 (0.2113738332742027) | > loss_disc_real_3: 0.20329107344150543 (0.22968700301966496) | > loss_disc_real_4: 0.23548486828804016 (0.23335658399654285) | > loss_disc_real_5: 0.20072661340236664 (0.22474626325336952) | > loss_0: 2.3656303882598877 (2.375100508332252) | > grad_norm_0: tensor(32.7070, device='cuda:0') (tensor(12.9926, device='cuda:0')) | > loss_gen: 2.3616318702697754 (2.4782384346638406) | > loss_kl: 2.0400967597961426 (1.990985703255449) | > loss_feat: 7.057742595672607 (6.965395599603653) | > loss_mel: 16.932424545288086 (17.084524456943775) | > loss_duration: 2.129408359527588 (2.0083639999585494) | > loss_1: 30.521303176879883 (30.52750825030463) | > grad_norm_1: tensor(397.1233, device='cuda:0') (tensor(158.1223, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.402 (0.38428792357444763) | > loader_time: 0.0053 (0.004229704184191565)  --> TIME: 2024-06-12 08:57:55 -- STEP: 249/330 -- GLOBAL_STEP: 398450 | > loss_disc: 2.4133026599884033 (2.3723803255931437) | > loss_disc_real_0: 0.07129347324371338 (0.1172566779825582) | > loss_disc_real_1: 0.22857296466827393 (0.1955940614203851) | > loss_disc_real_2: 0.24420219659805298 (0.2110482053344987) | > loss_disc_real_3: 0.23728340864181519 (0.22967283589294157) | > loss_disc_real_4: 0.2351524382829666 (0.23318976828132768) | > loss_disc_real_5: 0.21269290149211884 (0.22370344514109528) | > loss_0: 2.4133026599884033 (2.3723803255931437) | > grad_norm_0: tensor(39.1226, device='cuda:0') (tensor(14.5867, device='cuda:0')) | > loss_gen: 2.4949569702148438 (2.481703095646747) | > loss_kl: 2.127389430999756 (1.99394343224874) | > loss_feat: 6.644675254821777 (6.962443573886611) | > loss_mel: 16.467775344848633 (17.04007546681477) | > loss_duration: 2.0897934436798096 (2.017412855443228) | > loss_1: 29.8245906829834 (30.49557846712779) | > grad_norm_1: tensor(418.0073, device='cuda:0') (tensor(176.8159, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.4222 (0.3879065609361273) | > loader_time: 0.006 (0.004343445521281903)  --> TIME: 2024-06-12 08:58:07 -- STEP: 274/330 -- GLOBAL_STEP: 398475 | > loss_disc: 2.3382792472839355 (2.3721703125612574) | > loss_disc_real_0: 0.06874063611030579 (0.11785460720314597) | > loss_disc_real_1: 0.19070981442928314 (0.19588540964861853) | > loss_disc_real_2: 0.20179395377635956 (0.21112729810232664) | > loss_disc_real_3: 0.22868190705776215 (0.2297234687491925) | > loss_disc_real_4: 0.2483503520488739 (0.2330622609405622) | > loss_disc_real_5: 0.19972027838230133 (0.22286850039976358) | > loss_0: 2.3382792472839355 (2.3721703125612574) | > grad_norm_0: tensor(44.4672, device='cuda:0') (tensor(16.3674, device='cuda:0')) | > loss_gen: 2.6663942337036133 (2.488756021443945) | > loss_kl: 1.9683257341384888 (2.0010000884968) | > loss_feat: 6.9008283615112305 (6.985580714079585) | > loss_mel: 15.392627716064453 (16.99574310066056) | > loss_duration: 2.122920274734497 (2.0263239314956407) | > loss_1: 29.051097869873047 (30.497403882715822) | > grad_norm_1: tensor(909.5362, device='cuda:0') (tensor(204.3857, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.4491 (0.39257390046641777) | > loader_time: 0.0066 (0.00447825358731903)  --> TIME: 2024-06-12 08:58:18 -- STEP: 299/330 -- GLOBAL_STEP: 398500 | > loss_disc: 2.4795830249786377 (2.3716130766980226) | > loss_disc_real_0: 0.14174240827560425 (0.11942804893821378) | > loss_disc_real_1: 0.2287127673625946 (0.19591253993403557) | > loss_disc_real_2: 0.24237538874149323 (0.2111929007696866) | > loss_disc_real_3: 0.24800346791744232 (0.22956559032102095) | > loss_disc_real_4: 0.23076553642749786 (0.23253138183949384) | > loss_disc_real_5: 0.23865708708763123 (0.22113425865221187) | > loss_0: 2.4795830249786377 (2.3716130766980226) | > grad_norm_0: tensor(32.2316, device='cuda:0') (tensor(18.2298, device='cuda:0')) | > loss_gen: 2.4787275791168213 (2.4920353028287856) | > loss_kl: 2.135227918624878 (2.0084162480057683) | > loss_feat: 7.153124809265137 (6.9986463199092395) | > loss_mel: 16.44578742980957 (16.945387058832175) | > loss_duration: 2.2103347778320312 (2.0372786621584957) | > loss_1: 30.423202514648438 (30.48176362921163) | > grad_norm_1: tensor(311.5898, device='cuda:0') (tensor(231.8162, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.4662 (0.3982843658995869) | > loader_time: 0.0069 (0.004654375605758613) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_398500.pth  --> TIME: 2024-06-12 08:58:38 -- STEP: 324/330 -- GLOBAL_STEP: 398525 | > loss_disc: 2.390810012817383 (2.3756844276263385) | > loss_disc_real_0: 0.16943515837192535 (0.12110152426693174) | > loss_disc_real_1: 0.20176589488983154 (0.19654046967165714) | > loss_disc_real_2: 0.26995840668678284 (0.21173037593195468) | > loss_disc_real_3: 0.21521945297718048 (0.22936403020112603) | > loss_disc_real_4: 0.23364666104316711 (0.232886311908563) | > loss_disc_real_5: 0.21472285687923431 (0.2219322161909975) | > loss_0: 2.390810012817383 (2.3756844276263385) | > grad_norm_0: tensor(9.0372, device='cuda:0') (tensor(18.5874, device='cuda:0')) | > loss_gen: 2.3360350131988525 (2.4890307004069103) | > loss_kl: 2.328570604324341 (2.019899910246884) | > loss_feat: 8.689936637878418 (7.047003464934266) | > loss_mel: 16.800233840942383 (16.909765717423983) | > loss_duration: 2.2601914405822754 (2.0519885902787447) | > loss_1: 32.41496658325195 (30.517688398007994) | > grad_norm_1: tensor(109.5696, device='cuda:0') (tensor(242.3192, device='cuda:0')) | > current_lr_0: 0.00017782679632011482 | > current_lr_1: 0.00017782679632011482 | > step_time: 0.5963 (0.4104419468361654) | > loader_time: 0.0087 (0.00492584411008858)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.514263391494751 (2.514263391494751) | > loss_disc_real_0: 0.10128019750118256 (0.10128019750118256) | > loss_disc_real_1: 0.17028726637363434 (0.17028726637363434) | > loss_disc_real_2: 0.17814920842647552 (0.17814920842647552) | > loss_disc_real_3: 0.29826462268829346 (0.29826462268829346) | > loss_disc_real_4: 0.31384050846099854 (0.31384050846099854) | > loss_disc_real_5: 0.3415468633174896 (0.3415468633174896) | > loss_0: 2.514263391494751 (2.514263391494751) | > loss_gen: 2.256854772567749 (2.256854772567749) | > loss_kl: 2.822360038757324 (2.822360038757324) | > loss_feat: 5.928610324859619 (5.928610324859619) | > loss_mel: 13.900541305541992 (13.900541305541992) | > loss_duration: 3.185652256011963 (3.185652256011963) | > loss_1: 28.094018936157227 (28.094018936157227)  --> STEP: 1 | > loss_disc: 2.4146034717559814 (2.4146034717559814) | > loss_disc_real_0: 0.08358485996723175 (0.08358485996723175) | > loss_disc_real_1: 0.17570021748542786 (0.17570021748542786) | > loss_disc_real_2: 0.1830931007862091 (0.1830931007862091) | > loss_disc_real_3: 0.26731687784194946 (0.26731687784194946) | > loss_disc_real_4: 0.2272995114326477 (0.2272995114326477) | > loss_disc_real_5: 0.23419885337352753 (0.23419885337352753) | > loss_0: 2.4146034717559814 (2.4146034717559814) | > loss_gen: 2.1385087966918945 (2.1385087966918945) | > loss_kl: 3.634147882461548 (3.634147882461548) | > loss_feat: 6.693154811859131 (6.693154811859131) | > loss_mel: 16.193037033081055 (16.193037033081055) | > loss_duration: 2.4930524826049805 (2.4930524826049805) | > loss_1: 31.151901245117188 (31.151901245117188)  --> STEP: 2 | > loss_disc: 2.375269889831543 (2.394936680793762) | > loss_disc_real_0: 0.052050210535526276 (0.06781753525137901) | > loss_disc_real_1: 0.21428778767585754 (0.1949940025806427) | > loss_disc_real_2: 0.21699783205986023 (0.20004546642303467) | > loss_disc_real_3: 0.2583024203777313 (0.2628096491098404) | > loss_disc_real_4: 0.25311756134033203 (0.24020853638648987) | > loss_disc_real_5: 0.2685913145542145 (0.251395083963871) | > loss_0: 2.375269889831543 (2.394936680793762) | > loss_gen: 2.3540642261505127 (2.2462865114212036) | > loss_kl: 2.874523162841797 (3.2543355226516724) | > loss_feat: 6.204884052276611 (6.449019432067871) | > loss_mel: 17.87782096862793 (17.035429000854492) | > loss_duration: 2.6374874114990234 (2.565269947052002) | > loss_1: 31.948780059814453 (31.55034065246582)  --> STEP: 3 | > loss_disc: 2.235715866088867 (2.3418630758921304) | > loss_disc_real_0: 0.16104844212532043 (0.09889450420935948) | > loss_disc_real_1: 0.1919276863336563 (0.19397189716498056) | > loss_disc_real_2: 0.1436246633529663 (0.18123853206634521) | > loss_disc_real_3: 0.1945180892944336 (0.24004579583803812) | > loss_disc_real_4: 0.1744343489408493 (0.21828380723794302) | > loss_disc_real_5: 0.171519935131073 (0.22477003435293832) | > loss_0: 2.235715866088867 (2.3418630758921304) | > loss_gen: 2.251858711242676 (2.2481439113616943) | > loss_kl: 3.7511703968048096 (3.4199471473693848) | > loss_feat: 6.035312175750732 (6.311117013295491) | > loss_mel: 16.190214157104492 (16.753690719604492) | > loss_duration: 2.3546910285949707 (2.4950769742329917) | > loss_1: 30.58324432373047 (31.227975209554035)  --> STEP: 4 | > loss_disc: 2.429966688156128 (2.36388897895813) | > loss_disc_real_0: 0.1552581638097763 (0.11298541910946369) | > loss_disc_real_1: 0.17458198964595795 (0.18912442028522491) | > loss_disc_real_2: 0.12030947953462601 (0.1660062689334154) | > loss_disc_real_3: 0.189121276140213 (0.22731466591358185) | > loss_disc_real_4: 0.19453030824661255 (0.2123454324901104) | > loss_disc_real_5: 0.23889292776584625 (0.2283007577061653) | > loss_0: 2.429966688156128 (2.36388897895813) | > loss_gen: 2.1410768032073975 (2.22137713432312) | > loss_kl: 4.2473464012146 (3.6267969608306885) | > loss_feat: 7.627344608306885 (6.64017391204834) | > loss_mel: 19.429141998291016 (17.422553539276123) | > loss_duration: 2.3854925632476807 (2.467680871486664) | > loss_1: 35.83040237426758 (32.37858200073242)  --> STEP: 5 | > loss_disc: 2.5895771980285645 (2.409026622772217) | > loss_disc_real_0: 0.178864985704422 (0.12616133242845534) | > loss_disc_real_1: 0.17317475378513336 (0.1859344869852066) | > loss_disc_real_2: 0.13816963136196136 (0.1604389414191246) | > loss_disc_real_3: 0.2716079354286194 (0.23617331981658934) | > loss_disc_real_4: 0.2517987787723541 (0.22023610174655914) | > loss_disc_real_5: 0.27006131410598755 (0.23665286898612975) | > loss_0: 2.5895771980285645 (2.409026622772217) | > loss_gen: 2.023200035095215 (2.181741714477539) | > loss_kl: 3.3813953399658203 (3.5777166366577147) | > loss_feat: 5.3737921714782715 (6.386897563934326) | > loss_mel: 18.78089141845703 (17.694221115112306) | > loss_duration: 2.417116165161133 (2.4575679302215576) | > loss_1: 31.976396560668945 (32.29814491271973)  --> STEP: 6 | > loss_disc: 2.4030869007110596 (2.4080366690953574) | > loss_disc_real_0: 0.08886276185512543 (0.11994490399956703) | > loss_disc_real_1: 0.15040870010852814 (0.1800135225057602) | > loss_disc_real_2: 0.14680077135562897 (0.15816591307520866) | > loss_disc_real_3: 0.27923598885536194 (0.24335043132305145) | > loss_disc_real_4: 0.26048362255096436 (0.22694402188062668) | > loss_disc_real_5: 0.234605073928833 (0.23631156980991364) | > loss_0: 2.4030869007110596 (2.4080366690953574) | > loss_gen: 2.302426338195801 (2.2018558184305825) | > loss_kl: 3.112234592437744 (3.5001362959543862) | > loss_feat: 5.221643924713135 (6.192688624064128) | > loss_mel: 17.034706115722656 (17.584301948547363) | > loss_duration: 2.222668170928955 (2.418417970339457) | > loss_1: 29.8936767578125 (31.897400220235188)  --> STEP: 7 | > loss_disc: 2.2156646251678467 (2.3805549485342845) | > loss_disc_real_0: 0.07401332259178162 (0.11338324951274055) | > loss_disc_real_1: 0.2186795473098755 (0.18553724033491953) | > loss_disc_real_2: 0.1858171969652176 (0.16211609648806707) | > loss_disc_real_3: 0.2668766379356384 (0.24671131798199245) | > loss_disc_real_4: 0.18644680082798004 (0.22115870458739145) | > loss_disc_real_5: 0.1374649554491043 (0.2221906249012266) | > loss_0: 2.2156646251678467 (2.3805549485342845) | > loss_gen: 2.4941940307617188 (2.2436184201921736) | > loss_kl: 4.847537994384766 (3.692622252873012) | > loss_feat: 8.165559768676758 (6.474527359008789) | > loss_mel: 18.05184555053711 (17.651093891688756) | > loss_duration: 2.5400023460388184 (2.435787166867937) | > loss_1: 36.09913635253906 (32.49764823913574)  --> STEP: 8 | > loss_disc: 2.2428736686706543 (2.3633447885513306) | > loss_disc_real_0: 0.11658193171024323 (0.11378308478742838) | > loss_disc_real_1: 0.18932589888572693 (0.18601082265377045) | > loss_disc_real_2: 0.10212524980306625 (0.15461724065244198) | > loss_disc_real_3: 0.23406663537025452 (0.2451307326555252) | > loss_disc_real_4: 0.20848038792610168 (0.21957391500473022) | > loss_disc_real_5: 0.18860170245170593 (0.2179920095950365) | > loss_0: 2.2428736686706543 (2.3633447885513306) | > loss_gen: 2.444847822189331 (2.2687720954418182) | > loss_kl: 3.5866570472717285 (3.6793766021728516) | > loss_feat: 10.754968643188477 (7.00958251953125) | > loss_mel: 17.94252586364746 (17.687522888183594) | > loss_duration: 2.3593368530273438 (2.426230877637863) | > loss_1: 37.08833312988281 (33.071483850479126)  --> STEP: 9 | > loss_disc: 2.5051441192626953 (2.3791002697414823) | > loss_disc_real_0: 0.235173761844635 (0.12727093779378468) | > loss_disc_real_1: 0.22437356412410736 (0.1902733494838079) | > loss_disc_real_2: 0.17906515300273895 (0.15733367535803053) | > loss_disc_real_3: 0.23869924247264862 (0.2444161226352056) | > loss_disc_real_4: 0.22105920314788818 (0.21973894702063668) | > loss_disc_real_5: 0.2714451551437378 (0.22393124798933664) | > loss_0: 2.5051441192626953 (2.3791002697414823) | > loss_gen: 2.569990634918213 (2.3022408220503063) | > loss_kl: 3.034146547317505 (3.607684373855591) | > loss_feat: 8.671882629394531 (7.194282531738281) | > loss_mel: 19.0091552734375 (17.834370930989582) | > loss_duration: 2.2321319580078125 (2.404664331012302) | > loss_1: 35.51730728149414 (33.3432420094808)  --> STEP: 10 | > loss_disc: 2.475679636001587 (2.3887582063674926) | > loss_disc_real_0: 0.18566660583019257 (0.13311050459742546) | > loss_disc_real_1: 0.22637465596199036 (0.19388348013162612) | > loss_disc_real_2: 0.13549430668354034 (0.1551497384905815) | > loss_disc_real_3: 0.2624399960041046 (0.2462185099720955) | > loss_disc_real_4: 0.23987457156181335 (0.22175250947475433) | > loss_disc_real_5: 0.2791905105113983 (0.22945717424154283) | > loss_0: 2.475679636001587 (2.3887582063674926) | > loss_gen: 2.297647476196289 (2.301781487464905) | > loss_kl: 2.717068672180176 (3.518622803688049) | > loss_feat: 4.862032413482666 (6.961057519912719) | > loss_mel: 15.79474925994873 (17.630408763885498) | > loss_duration: 2.397966146469116 (2.4039945125579836) | > loss_1: 28.0694637298584 (32.815864181518556)  --> STEP: 11 | > loss_disc: 2.655904769897461 (2.4130442575974898) | > loss_disc_real_0: 0.23622316122055054 (0.142484382472255) | > loss_disc_real_1: 0.21444183588027954 (0.1957524215633219) | > loss_disc_real_2: 0.18305641412734985 (0.15768670900301499) | > loss_disc_real_3: 0.25475752353668213 (0.24699478393251245) | > loss_disc_real_4: 0.2872638404369354 (0.22770808501677078) | > loss_disc_real_5: 0.29908487200737 (0.2357869649475271) | > loss_0: 2.655904769897461 (2.4130442575974898) | > loss_gen: 2.226015567779541 (2.294893676584417) | > loss_kl: 3.956829786300659 (3.5584598021073774) | > loss_feat: 4.7024827003479 (6.755732536315918) | > loss_mel: 16.07450294494629 (17.48896278034557) | > loss_duration: 2.52830171585083 (2.4152951674027876) | > loss_1: 29.488130569458008 (32.51334294405851)  --> STEP: 12 | > loss_disc: 2.481210708618164 (2.418724795182546) | > loss_disc_real_0: 0.13946761190891266 (0.1422329849253098) | > loss_disc_real_1: 0.15544413030147552 (0.19239339729150137) | > loss_disc_real_2: 0.18865208327770233 (0.16026715685923892) | > loss_disc_real_3: 0.26032203435897827 (0.24810538813471794) | > loss_disc_real_4: 0.21710515022277832 (0.22682450711727142) | > loss_disc_real_5: 0.24907328188419342 (0.23689415802558264) | > loss_0: 2.481210708618164 (2.418724795182546) | > loss_gen: 2.167194366455078 (2.2842520674069724) | > loss_kl: 2.885580062866211 (3.502386490503947) | > loss_feat: 5.400607109069824 (6.642805417378743) | > loss_mel: 16.475370407104492 (17.404496749242146) | > loss_duration: 2.38037109375 (2.412384827931722) | > loss_1: 29.309123992919922 (32.24632469813029)  --> STEP: 13 | > loss_disc: 2.7417311668395996 (2.4435714391561656) | > loss_disc_real_0: 0.1377621591091156 (0.14188907524714103) | > loss_disc_real_1: 0.26730766892433167 (0.19815603357094985) | > loss_disc_real_2: 0.2148582637310028 (0.16446647277245155) | > loss_disc_real_3: 0.2131643146276474 (0.24541761324955866) | > loss_disc_real_4: 0.2649309039115906 (0.22975576840914214) | > loss_disc_real_5: 0.26188868284225464 (0.23881681378071123) | > loss_0: 2.7417311668395996 (2.4435714391561656) | > loss_gen: 1.9422727823257446 (2.25794596855457) | > loss_kl: 2.9954733848571777 (3.4633931746849647) | > loss_feat: 3.9435298442840576 (6.435168834832998) | > loss_mel: 13.39221477508545 (17.095859674307015) | > loss_duration: 2.295738697052002 (2.403412048633282) | > loss_1: 24.569229125976562 (31.655778884887695)  --> STEP: 14 | > loss_disc: 2.4278626441955566 (2.442449382373265) | > loss_disc_real_0: 0.13586261868476868 (0.14145861406411445) | > loss_disc_real_1: 0.16017645597457886 (0.19544320659978048) | > loss_disc_real_2: 0.14968527853488922 (0.16341067318405425) | > loss_disc_real_3: 0.24085353314876556 (0.24509160752807344) | > loss_disc_real_4: 0.20689921081066132 (0.2281231571521078) | > loss_disc_real_5: 0.19793058931827545 (0.23589636917625154) | > loss_0: 2.4278626441955566 (2.442449382373265) | > loss_gen: 2.067802906036377 (2.244364321231842) | > loss_kl: 3.9636738300323486 (3.499127507209778) | > loss_feat: 6.470964431762695 (6.43772566318512) | > loss_mel: 17.610567092895508 (17.132624489920477) | > loss_duration: 2.444416046142578 (2.4063409055982317) | > loss_1: 32.55742263793945 (31.720182010105678)  --> STEP: 15 | > loss_disc: 2.4957525730133057 (2.4460029284159344) | > loss_disc_real_0: 0.171822190284729 (0.14348285247882206) | > loss_disc_real_1: 0.13702809810638428 (0.1915488660335541) | > loss_disc_real_2: 0.11516983062028885 (0.16019461701313656) | > loss_disc_real_3: 0.1744680255651474 (0.24038336873054506) | > loss_disc_real_4: 0.2515662908554077 (0.22968603273232777) | > loss_disc_real_5: 0.22012484073638916 (0.23484493394692738) | > loss_0: 2.4957525730133057 (2.4460029284159344) | > loss_gen: 2.15203595161438 (2.238209096590678) | > loss_kl: 3.518982410430908 (3.50045116742452) | > loss_feat: 7.0975213050842285 (6.481712039311727) | > loss_mel: 17.60280990600586 (17.16397018432617) | > loss_duration: 2.422105550765991 (2.407391881942749) | > loss_1: 32.79345703125 (31.791733678181966)  --> STEP: 16 | > loss_disc: 2.562793493270874 (2.453302338719368) | > loss_disc_real_0: 0.1114283874630928 (0.141479448415339) | > loss_disc_real_1: 0.2921238839626312 (0.1978348046541214) | > loss_disc_real_2: 0.15466785430908203 (0.15984919434413314) | > loss_disc_real_3: 0.2555844783782959 (0.24133343808352947) | > loss_disc_real_4: 0.2128322720527649 (0.2286326726898551) | > loss_disc_real_5: 0.2134893238544464 (0.23351020831614733) | > loss_0: 2.562793493270874 (2.453302338719368) | > loss_gen: 2.0948853492736816 (2.2292513623833656) | > loss_kl: 2.897024631500244 (3.4627370089292526) | > loss_feat: 6.626785755157471 (6.490779146552086) | > loss_mel: 15.3451566696167 (17.05029433965683) | > loss_duration: 2.4163849353790283 (2.4079539477825165) | > loss_1: 29.380237579345703 (31.6410151720047)  --> STEP: 17 | > loss_disc: 2.8000621795654297 (2.4736999764161953) | > loss_disc_real_0: 0.13429154455661774 (0.14105663054129658) | > loss_disc_real_1: 0.22921888530254364 (0.19968092704520507) | > loss_disc_real_2: 0.24513719975948334 (0.16486613583915374) | > loss_disc_real_3: 0.29891160130500793 (0.2447203888612635) | > loss_disc_real_4: 0.30912622809410095 (0.23336758771363428) | > loss_disc_real_5: 0.39690515398979187 (0.24312167570871465) | > loss_0: 2.8000621795654297 (2.4736999764161953) | > loss_gen: 2.3867974281311035 (2.2385187780155853) | > loss_kl: 2.8252151012420654 (3.425235720241771) | > loss_feat: 7.702086448669434 (6.562032517264871) | > loss_mel: 16.80451011657715 (17.035836444181555) | > loss_duration: 2.4794344902038574 (2.412158685572007) | > loss_1: 32.19804382324219 (31.673781563253964)  --> STEP: 18 | > loss_disc: 2.559302568435669 (2.4784556759728327) | > loss_disc_real_0: 0.13544730842113495 (0.1407450015346209) | > loss_disc_real_1: 0.1568620353937149 (0.1973020997312334) | > loss_disc_real_2: 0.16849574446678162 (0.16506778076291084) | > loss_disc_real_3: 0.23795869946479797 (0.24434473945034874) | > loss_disc_real_4: 0.22888636589050293 (0.23311863094568253) | > loss_disc_real_5: 0.2305004745721817 (0.24242049786779615) | > loss_0: 2.559302568435669 (2.4784556759728327) | > loss_gen: 2.0518434047698975 (2.2281479239463806) | > loss_kl: 2.9367876052856445 (3.3980997138553195) | > loss_feat: 8.070751190185547 (6.64585022131602) | > loss_mel: 17.62986183166504 (17.068837854597305) | > loss_duration: 2.2305192947387695 (2.402067608303494) | > loss_1: 32.91976547241211 (31.743002891540527)  --> STEP: 19 | > loss_disc: 2.5352251529693604 (2.4814435431831763) | > loss_disc_real_0: 0.16341044008731842 (0.14193791935318395) | > loss_disc_real_1: 0.18299637734889984 (0.19654916697426847) | > loss_disc_real_2: 0.22418373823165894 (0.16817914694547653) | > loss_disc_real_3: 0.28585994243621826 (0.24652975013381556) | > loss_disc_real_4: 0.27067306637763977 (0.23509518017894343) | > loss_disc_real_5: 0.24665901064872742 (0.24264357748784518) | > loss_0: 2.5352251529693604 (2.4814435431831763) | > loss_gen: 2.3744804859161377 (2.2358496377342627) | > loss_kl: 2.4185798168182373 (3.346546035063894) | > loss_feat: 5.803930282592773 (6.6015386455937435) | > loss_mel: 15.785626411437988 (17.001300410220498) | > loss_duration: 2.3560450077056885 (2.399645366166767) | > loss_1: 28.738662719726562 (31.58487972460295)  --> STEP: 20 | > loss_disc: 2.380207061767578 (2.4763817191123962) | > loss_disc_real_0: 0.15066970884799957 (0.14237450882792474) | > loss_disc_real_1: 0.1688932627439499 (0.19516637176275253) | > loss_disc_real_2: 0.1429673284292221 (0.16691855601966382) | > loss_disc_real_3: 0.2643890976905823 (0.2474227175116539) | > loss_disc_real_4: 0.261423796415329 (0.23641161099076272) | > loss_disc_real_5: 0.2954215109348297 (0.24528247416019439) | > loss_0: 2.380207061767578 (2.4763817191123962) | > loss_gen: 2.3490848541259766 (2.241511398553848) | > loss_kl: 2.3770017623901367 (3.2980688214302063) | > loss_feat: 6.575246334075928 (6.600224030017853) | > loss_mel: 17.98155403137207 (17.050313091278078) | > loss_duration: 2.3318636417388916 (2.3962562799453737) | > loss_1: 31.614749908447266 (31.586373233795165)  --> STEP: 21 | > loss_disc: 2.50846004486084 (2.4779092584337508) | > loss_disc_real_0: 0.10378676652908325 (0.14053699728988467) | > loss_disc_real_1: 0.2537335753440857 (0.1979552862190065) | > loss_disc_real_2: 0.18419799208641052 (0.1677413863085565) | > loss_disc_real_3: 0.24875453114509583 (0.24748613720848447) | > loss_disc_real_4: 0.2317797839641571 (0.2361910477990196) | > loss_disc_real_5: 0.29835712909698486 (0.24780983868099393) | > loss_0: 2.50846004486084 (2.4779092584337508) | > loss_gen: 2.119821548461914 (2.2357166437875655) | > loss_kl: 3.360257863998413 (3.3010302044096447) | > loss_feat: 5.548628807067871 (6.550148067020235) | > loss_mel: 14.515240669250488 (16.92959535689581) | > loss_duration: 2.1602463722229004 (2.38501771291097) | > loss_1: 27.704195022583008 (31.401507604689826)  --> STEP: 22 | > loss_disc: 2.414628028869629 (2.475032838908109) | > loss_disc_real_0: 0.09965693950653076 (0.13867881284518677) | > loss_disc_real_1: 0.1967681646347046 (0.19790132614699277) | > loss_disc_real_2: 0.14214029908180237 (0.16657770052552223) | > loss_disc_real_3: 0.22718842327594757 (0.2465635138479146) | > loss_disc_real_4: 0.21037644147872925 (0.23501765660264276) | > loss_disc_real_5: 0.22927193343639374 (0.2469672066244212) | > loss_0: 2.414628028869629 (2.475032838908109) | > loss_gen: 2.1045045852661133 (2.2297524593093176) | > loss_kl: 2.4610037803649902 (3.2628471851348877) | > loss_feat: 7.490933418273926 (6.592911037531766) | > loss_mel: 17.36918067932129 (16.94957650791515) | > loss_duration: 2.2243194580078125 (2.3777132467790083) | > loss_1: 31.649940490722656 (31.41280000860041)  --> STEP: 23 | > loss_disc: 2.660051107406616 (2.483077111451522) | > loss_disc_real_0: 0.16087457537651062 (0.1396438459987226) | > loss_disc_real_1: 0.294160932302475 (0.20208652641462244) | > loss_disc_real_2: 0.21585756540298462 (0.16872030334628146) | > loss_disc_real_3: 0.3101612329483032 (0.24932863206967062) | > loss_disc_real_4: 0.30507391691207886 (0.23806358096392258) | > loss_disc_real_5: 0.3541783392429352 (0.2516285602165305) | > loss_0: 2.660051107406616 (2.483077111451522) | > loss_gen: 2.494927167892456 (2.241281794465106) | > loss_kl: 3.1109702587127686 (3.256243840507839) | > loss_feat: 5.926626205444336 (6.563942131788834) | > loss_mel: 15.80743408203125 (16.89991814157237) | > loss_duration: 2.2778663635253906 (2.3733720779418945) | > loss_1: 29.61782455444336 (31.3347575975501)  --> STEP: 24 | > loss_disc: 2.4214396476745605 (2.4805088837941485) | > loss_disc_real_0: 0.1386643350124359 (0.13960303304096064) | > loss_disc_real_1: 0.14326748251914978 (0.19963573291897774) | > loss_disc_real_2: 0.12803341448307037 (0.16702501631031433) | > loss_disc_real_3: 0.21641522645950317 (0.247957240169247) | > loss_disc_real_4: 0.26845216751098633 (0.23932977207005024) | > loss_disc_real_5: 0.26962727308273315 (0.2523785065859556) | > loss_0: 2.4214396476745605 (2.4805088837941485) | > loss_gen: 2.21702241897583 (2.240270987153053) | > loss_kl: 2.2265400886535645 (3.213339517513911) | > loss_feat: 5.259373188018799 (6.509585092465083) | > loss_mel: 17.52652931213379 (16.926026940345764) | > loss_duration: 2.3784449100494385 (2.3735834459463754) | > loss_1: 29.60791015625 (31.262805620829266)  --> STEP: 25 | > loss_disc: 2.4838738441467285 (2.4806434822082517) | > loss_disc_real_0: 0.1466914564371109 (0.13988656997680665) | > loss_disc_real_1: 0.20396406948566437 (0.1998088663816452) | > loss_disc_real_2: 0.18076904118061066 (0.16757477730512618) | > loss_disc_real_3: 0.18477217853069305 (0.24542983770370483) | > loss_disc_real_4: 0.2121611386537552 (0.23824302673339845) | > loss_disc_real_5: 0.23480229079723358 (0.2516754579544067) | > loss_0: 2.4838738441467285 (2.4806434822082517) | > loss_gen: 1.9884191751480103 (2.230196914672851) | > loss_kl: 2.886084794998169 (3.2002493286132814) | > loss_feat: 4.585865497589111 (6.432636308670044) | > loss_mel: 13.064298629760742 (16.771557807922363) | > loss_duration: 2.3860952854156494 (2.3740839195251464) | > loss_1: 24.910762786865234 (31.008723907470703)  --> STEP: 26 | > loss_disc: 2.8050827980041504 (2.493121917431171) | > loss_disc_real_0: 0.16499848663806915 (0.14085241292531675) | > loss_disc_real_1: 0.3503009080886841 (0.20559702183191592) | > loss_disc_real_2: 0.27978238463401794 (0.17189045451008356) | > loss_disc_real_3: 0.25178611278533936 (0.24567430982222924) | > loss_disc_real_4: 0.21761809289455414 (0.23744976004728904) | > loss_disc_real_5: 0.24232621490955353 (0.2513158716834508) | > loss_0: 2.8050827980041504 (2.493121917431171) | > loss_gen: 1.9538147449493408 (2.2195668312219468) | > loss_kl: 2.613050937652588 (3.177664775114793) | > loss_feat: 4.266348838806152 (6.349317559829125) | > loss_mel: 8.285115242004395 (16.44515617077167) | > loss_duration: 2.340639114379883 (2.372797580865713) | > loss_1: 19.458969116210938 (30.56450256934533) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024865407210129956 (+6.557427919827961e-05) | > avg_loss_disc: 2.493121917431171 (+0.08866041440230088) | > avg_loss_disc_real_0: 0.14085241292531675 (-0.010768048035410732) | > avg_loss_disc_real_1: 0.20559702183191592 (+0.059084514155983925) | > avg_loss_disc_real_2: 0.17189045451008356 (-0.02749693135802564) | > avg_loss_disc_real_3: 0.24567430982222924 (+0.023220848578673153) | > avg_loss_disc_real_4: 0.23744976004728904 (+0.007440844980569988) | > avg_loss_disc_real_5: 0.2513158716834508 (+0.04383282764599872) | > avg_loss_0: 2.493121917431171 (+0.08866041440230088) | > avg_loss_gen: 2.2195668312219468 (-0.02170131756709237) | > avg_loss_kl: 3.177664775114793 (+0.09068990670717669) | > avg_loss_feat: 6.349317559829125 (-1.0591387290220995) | > avg_loss_mel: 16.44515617077167 (-1.0617059927720334) | > avg_loss_duration: 2.372797580865713 (-0.0002761529042176747) | > avg_loss_1: 30.56450256934533 (-2.052132386427651)  > EPOCH: 941/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 08:59:02)   --> TIME: 2024-06-12 08:59:10 -- STEP: 19/330 -- GLOBAL_STEP: 398550 | > loss_disc: 2.390831470489502 (2.318205532274748) | > loss_disc_real_0: 0.10145041346549988 (0.10050183220913536) | > loss_disc_real_1: 0.19983334839344025 (0.19624529622103037) | > loss_disc_real_2: 0.2328534722328186 (0.20978437834664396) | > loss_disc_real_3: 0.207151859998703 (0.22566555832561694) | > loss_disc_real_4: 0.23808635771274567 (0.2274777418688724) | > loss_disc_real_5: 0.23416975140571594 (0.22302978603463425) | > loss_0: 2.390831470489502 (2.318205532274748) | > grad_norm_0: tensor(11.5560, device='cuda:0') (tensor(8.8954, device='cuda:0')) | > loss_gen: 2.4119772911071777 (2.4956931691420707) | > loss_kl: 1.904383897781372 (1.9348279676939313) | > loss_feat: 7.408255100250244 (6.904356303967927) | > loss_mel: 17.385271072387695 (17.260897536026807) | > loss_duration: 1.963395118713379 (2.0360279585185803) | > loss_1: 31.073284149169922 (30.63180250870554) | > grad_norm_1: tensor(95.6602, device='cuda:0') (tensor(84.3015, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.3497 (0.3578730131450452) | > loader_time: 0.003 (0.0032372976604260898)  --> TIME: 2024-06-12 08:59:19 -- STEP: 44/330 -- GLOBAL_STEP: 398575 | > loss_disc: 2.3307483196258545 (2.3371971791440793) | > loss_disc_real_0: 0.0821027159690857 (0.10508882762356238) | > loss_disc_real_1: 0.181016743183136 (0.19562942704016512) | > loss_disc_real_2: 0.2144976109266281 (0.20740089226852765) | > loss_disc_real_3: 0.20694802701473236 (0.22729503600434822) | > loss_disc_real_4: 0.2079567015171051 (0.2300268110226501) | > loss_disc_real_5: 0.21082957088947296 (0.2233679104935039) | > loss_0: 2.3307483196258545 (2.3371971791440793) | > grad_norm_0: tensor(8.9879, device='cuda:0') (tensor(8.8757, device='cuda:0')) | > loss_gen: 2.516263961791992 (2.479774323376743) | > loss_kl: 1.9408925771713257 (1.950914586132223) | > loss_feat: 8.282188415527344 (6.949124498800798) | > loss_mel: 17.57542610168457 (17.194295167922974) | > loss_duration: 1.8955276012420654 (1.987293075431477) | > loss_1: 32.21030044555664 (30.561401670629326) | > grad_norm_1: tensor(69.5321, device='cuda:0') (tensor(85.2357, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.3807 (0.36019713228399103) | > loader_time: 0.0039 (0.0033644654534079814)  --> TIME: 2024-06-12 08:59:29 -- STEP: 69/330 -- GLOBAL_STEP: 398600 | > loss_disc: 2.316002368927002 (2.337000757023908) | > loss_disc_real_0: 0.08980826288461685 (0.1067287450035413) | > loss_disc_real_1: 0.1752728372812271 (0.19560824010683142) | > loss_disc_real_2: 0.23221056163311005 (0.20851763650990915) | > loss_disc_real_3: 0.22266905009746552 (0.22730792130249133) | > loss_disc_real_4: 0.23411455750465393 (0.22987281606681104) | > loss_disc_real_5: 0.2277268022298813 (0.2230054839797642) | > loss_0: 2.316002368927002 (2.337000757023908) | > grad_norm_0: tensor(7.3883, device='cuda:0') (tensor(8.4207, device='cuda:0')) | > loss_gen: 2.415889263153076 (2.481815697490306) | > loss_kl: 2.0386605262756348 (1.9744331612103228) | > loss_feat: 6.850887775421143 (6.984613176705181) | > loss_mel: 16.352479934692383 (17.163409813590675) | > loss_duration: 1.9125303030014038 (1.9757904799088188) | > loss_1: 29.57044792175293 (30.580062202785324) | > grad_norm_1: tensor(86.1787, device='cuda:0') (tensor(88.8902, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.3627 (0.3652312375497127) | > loader_time: 0.0044 (0.0035027870233508124)  --> TIME: 2024-06-12 08:59:38 -- STEP: 94/330 -- GLOBAL_STEP: 398625 | > loss_disc: 2.3070554733276367 (2.334655092117635) | > loss_disc_real_0: 0.11207282543182373 (0.1071557895617282) | > loss_disc_real_1: 0.19703742861747742 (0.19429862974806034) | > loss_disc_real_2: 0.1940968930721283 (0.20860501790934421) | > loss_disc_real_3: 0.2259238064289093 (0.22633693287981319) | > loss_disc_real_4: 0.2717462480068207 (0.23071857716174834) | > loss_disc_real_5: 0.2667754590511322 (0.2228895535177373) | > loss_0: 2.3070554733276367 (2.334655092117635) | > grad_norm_0: tensor(6.5671, device='cuda:0') (tensor(8.5204, device='cuda:0')) | > loss_gen: 2.6435580253601074 (2.484583271310686) | > loss_kl: 2.0709822177886963 (1.9838098553901022) | > loss_feat: 7.329473495483398 (7.018464950805015) | > loss_mel: 17.85039710998535 (17.111318720147974) | > loss_duration: 1.9838628768920898 (1.9743206627825474) | > loss_1: 31.878273010253906 (30.572497367858887) | > grad_norm_1: tensor(122.7752, device='cuda:0') (tensor(93.2365, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.354 (0.36715353803431733) | > loader_time: 0.0037 (0.0036562706561798744)  --> TIME: 2024-06-12 08:59:48 -- STEP: 119/330 -- GLOBAL_STEP: 398650 | > loss_disc: 2.361415386199951 (2.341246398557136) | > loss_disc_real_0: 0.12210491299629211 (0.1083100151990642) | > loss_disc_real_1: 0.23981532454490662 (0.19411614386975265) | > loss_disc_real_2: 0.20949600636959076 (0.20918105642835633) | > loss_disc_real_3: 0.2146252989768982 (0.227805253587851) | > loss_disc_real_4: 0.22664222121238708 (0.2314333124321048) | > loss_disc_real_5: 0.18803668022155762 (0.2239839836579411) | > loss_0: 2.361415386199951 (2.341246398557136) | > grad_norm_0: tensor(6.3465, device='cuda:0') (tensor(8.4364, device='cuda:0')) | > loss_gen: 2.398960590362549 (2.4831911836351677) | > loss_kl: 2.0801334381103516 (1.9943217720304216) | > loss_feat: 7.306573867797852 (7.013358508839326) | > loss_mel: 16.72541046142578 (17.10706506456648) | > loss_duration: 1.9819227457046509 (1.976992047133566) | > loss_1: 30.493000030517578 (30.574928443972805) | > grad_norm_1: tensor(72.0329, device='cuda:0') (tensor(88.4792, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.3603 (0.3696269608345352) | > loader_time: 0.0041 (0.0037608026456432183)  --> TIME: 2024-06-12 08:59:57 -- STEP: 144/330 -- GLOBAL_STEP: 398675 | > loss_disc: 2.4169676303863525 (2.3425838102897023) | > loss_disc_real_0: 0.11721816658973694 (0.10959143408884603) | > loss_disc_real_1: 0.1948557198047638 (0.19398413619233504) | > loss_disc_real_2: 0.18931758403778076 (0.20871977683984572) | > loss_disc_real_3: 0.20516790449619293 (0.22760275720308223) | > loss_disc_real_4: 0.2419465333223343 (0.2311347011062834) | > loss_disc_real_5: 0.21494799852371216 (0.22378457834323248) | > loss_0: 2.4169676303863525 (2.3425838102897023) | > grad_norm_0: tensor(12.7165, device='cuda:0') (tensor(8.6442, device='cuda:0')) | > loss_gen: 2.4382681846618652 (2.48173330558671) | > loss_kl: 2.0057098865509033 (2.001041697959105) | > loss_feat: 7.2639031410217285 (7.023044827911587) | > loss_mel: 17.35736083984375 (17.129604041576393) | > loss_duration: 1.9890711307525635 (1.9827425214979384) | > loss_1: 31.05431365966797 (30.6181663274765) | > grad_norm_1: tensor(130.7696, device='cuda:0') (tensor(87.3421, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.4003 (0.3711674594216876) | > loader_time: 0.0041 (0.0038518889082802665)  --> TIME: 2024-06-12 09:00:07 -- STEP: 169/330 -- GLOBAL_STEP: 398700 | > loss_disc: 2.278822660446167 (2.348651227161025) | > loss_disc_real_0: 0.13283373415470123 (0.11112285374537018) | > loss_disc_real_1: 0.2004092037677765 (0.19449954986924956) | > loss_disc_real_2: 0.2174989879131317 (0.21003059108229077) | > loss_disc_real_3: 0.22675852477550507 (0.22855075779398518) | > loss_disc_real_4: 0.24374371767044067 (0.23144694818900183) | > loss_disc_real_5: 0.2405477613210678 (0.22361239411774472) | > loss_0: 2.278822660446167 (2.348651227161025) | > grad_norm_0: tensor(14.8592, device='cuda:0') (tensor(8.8600, device='cuda:0')) | > loss_gen: 2.537538766860962 (2.4802368956910077) | > loss_kl: 2.022887706756592 (2.0096369713721196) | > loss_feat: 7.128230571746826 (7.013468242961273) | > loss_mel: 16.475116729736328 (17.136783255627876) | > loss_duration: 2.0480220317840576 (1.9890480485893565) | > loss_1: 30.211795806884766 (30.629173335239027) | > grad_norm_1: tensor(181.5592, device='cuda:0') (tensor(93.2069, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.3933 (0.37347465577210204) | > loader_time: 0.0048 (0.003952980041503908)  --> TIME: 2024-06-12 09:00:17 -- STEP: 194/330 -- GLOBAL_STEP: 398725 | > loss_disc: 2.325227975845337 (2.3493807315826425) | > loss_disc_real_0: 0.09641925990581512 (0.11232222032915681) | > loss_disc_real_1: 0.20486250519752502 (0.1939823811816186) | > loss_disc_real_2: 0.20905828475952148 (0.2096559411471652) | > loss_disc_real_3: 0.21324419975280762 (0.22831757374338268) | > loss_disc_real_4: 0.21695387363433838 (0.23188193557188683) | > loss_disc_real_5: 0.18984852731227875 (0.22334584962461412) | > loss_0: 2.325227975845337 (2.3493807315826425) | > grad_norm_0: tensor(7.8068, device='cuda:0') (tensor(9.9153, device='cuda:0')) | > loss_gen: 2.4442241191864014 (2.481710560543019) | > loss_kl: 2.120452880859375 (2.0140943232270874) | > loss_feat: 6.901551723480225 (7.006415337631382) | > loss_mel: 17.580829620361328 (17.107239870680974) | > loss_duration: 2.030825614929199 (1.9974731919691735) | > loss_1: 31.077884674072266 (30.606933229977322) | > grad_norm_1: tensor(310.7761, device='cuda:0') (tensor(116.8513, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.3912 (0.3763824000801009) | > loader_time: 0.0046 (0.004071213535426817)  --> TIME: 2024-06-12 09:00:28 -- STEP: 219/330 -- GLOBAL_STEP: 398750 | > loss_disc: 2.137512683868408 (2.348403552895814) | > loss_disc_real_0: 0.0822625383734703 (0.11231458176896994) | > loss_disc_real_1: 0.16571344435214996 (0.19406124670483751) | > loss_disc_real_2: 0.19013844430446625 (0.21018624591500792) | > loss_disc_real_3: 0.2228909730911255 (0.2287237578875398) | > loss_disc_real_4: 0.24602870643138885 (0.23120767014211716) | > loss_disc_real_5: 0.2075418084859848 (0.2223953371995116) | > loss_0: 2.137512683868408 (2.348403552895814) | > grad_norm_0: tensor(9.6747, device='cuda:0') (tensor(11.4898, device='cuda:0')) | > loss_gen: 2.9867584705352783 (2.49087077733044) | > loss_kl: 2.193789482116699 (2.021911442551985) | > loss_feat: 8.023253440856934 (7.023906444305697) | > loss_mel: 17.178192138671875 (17.078856115471826) | > loss_duration: 2.0759735107421875 (2.0057485261464225) | > loss_1: 32.457969665527344 (30.62129327260196) | > grad_norm_1: tensor(590.8438, device='cuda:0') (tensor(143.0710, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.4136 (0.38052287602533497) | > loader_time: 0.0051 (0.004192541723381981)  --> TIME: 2024-06-12 09:00:39 -- STEP: 244/330 -- GLOBAL_STEP: 398775 | > loss_disc: 2.514064311981201 (2.3469398715456995) | > loss_disc_real_0: 0.1584911048412323 (0.11271059117661633) | > loss_disc_real_1: 0.20497147738933563 (0.19433091092305105) | > loss_disc_real_2: 0.20931345224380493 (0.21020056508847926) | > loss_disc_real_3: 0.24484317004680634 (0.22908434229063207) | > loss_disc_real_4: 0.22960147261619568 (0.23184253708993802) | > loss_disc_real_5: 0.22160691022872925 (0.2203687044074301) | > loss_0: 2.514064311981201 (2.3469398715456995) | > grad_norm_0: tensor(21.2996, device='cuda:0') (tensor(13.1712, device='cuda:0')) | > loss_gen: 2.4818146228790283 (2.5031607180345237) | > loss_kl: 2.0508387088775635 (2.025854463460017) | > loss_feat: 7.144394874572754 (7.037160378987671) | > loss_mel: 16.64019203186035 (17.04440763348438) | > loss_duration: 2.037548065185547 (2.015177041292191) | > loss_1: 30.35478973388672 (30.625760195685213) | > grad_norm_1: tensor(277.1425, device='cuda:0') (tensor(169.6231, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.4356 (0.3845667653396482) | > loader_time: 0.0053 (0.004326559481073599)  --> TIME: 2024-06-12 09:00:50 -- STEP: 269/330 -- GLOBAL_STEP: 398800 | > loss_disc: 2.308093309402466 (2.348443232504411) | > loss_disc_real_0: 0.1020682081580162 (0.1143317313303956) | > loss_disc_real_1: 0.18684084713459015 (0.19445804935848846) | > loss_disc_real_2: 0.19054481387138367 (0.21034534907030794) | > loss_disc_real_3: 0.21813994646072388 (0.22908185577525525) | > loss_disc_real_4: 0.2427643984556198 (0.23156573077781492) | > loss_disc_real_5: 0.20029962062835693 (0.22000854847378004) | > loss_0: 2.308093309402466 (2.348443232504411) | > grad_norm_0: tensor(32.5624, device='cuda:0') (tensor(14.6788, device='cuda:0')) | > loss_gen: 2.548109531402588 (2.505010627016257) | > loss_kl: 2.116337537765503 (2.0287747688896163) | > loss_feat: 7.036109447479248 (7.042624817461772) | > loss_mel: 16.292724609375 (17.006074806128286) | > loss_duration: 2.1326591968536377 (2.02376484649332) | > loss_1: 30.125940322875977 (30.60624981990091) | > grad_norm_1: tensor(592.0939, device='cuda:0') (tensor(194.6105, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.4297 (0.3890712713220307) | > loader_time: 0.0066 (0.004463673524253873)  --> TIME: 2024-06-12 09:01:02 -- STEP: 294/330 -- GLOBAL_STEP: 398825 | > loss_disc: 2.3539233207702637 (2.3519551705340964) | > loss_disc_real_0: 0.15254321694374084 (0.1161628069900939) | > loss_disc_real_1: 0.2070002406835556 (0.1950068511322242) | > loss_disc_real_2: 0.2169899344444275 (0.21066179471153795) | > loss_disc_real_3: 0.22446908056735992 (0.2290047923115646) | > loss_disc_real_4: 0.23092205822467804 (0.23148874563424765) | > loss_disc_real_5: 0.25869056582450867 (0.21969780807389694) | > loss_0: 2.3539233207702637 (2.3519551705340964) | > grad_norm_0: tensor(44.3778, device='cuda:0') (tensor(16.4240, device='cuda:0')) | > loss_gen: 2.596189498901367 (2.5027160028211095) | > loss_kl: 2.0876224040985107 (2.0315329647388594) | > loss_feat: 7.802121639251709 (7.020831057814511) | > loss_mel: 17.09515953063965 (16.949541750408354) | > loss_duration: 2.193333625793457 (2.0347283806930587) | > loss_1: 31.774425506591797 (30.53935012687631) | > grad_norm_1: tensor(463.2546, device='cuda:0') (tensor(218.3421, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.4744 (0.39476621475349494) | > loader_time: 0.0072 (0.004635487283979144)  --> TIME: 2024-06-12 09:01:15 -- STEP: 319/330 -- GLOBAL_STEP: 398850 | > loss_disc: 2.433661937713623 (2.355373225615692) | > loss_disc_real_0: 0.15441210567951202 (0.11785333051249897) | > loss_disc_real_1: 0.24369733035564423 (0.19550064047302207) | > loss_disc_real_2: 0.2090950459241867 (0.2107558820314916) | > loss_disc_real_3: 0.2233288288116455 (0.22918987773989435) | > loss_disc_real_4: 0.20357610285282135 (0.23151331182370738) | > loss_disc_real_5: 0.23840272426605225 (0.21952786583885503) | > loss_0: 2.433661937713623 (2.355373225615692) | > grad_norm_0: tensor(57.2394, device='cuda:0') (tensor(17.9556, device='cuda:0')) | > loss_gen: 2.422516345977783 (2.50226217003825) | > loss_kl: 2.1639533042907715 (2.0350649397948706) | > loss_feat: 7.041513442993164 (7.04279774035032) | > loss_mel: 16.53838539123535 (16.903502434398685) | > loss_duration: 2.2347073554992676 (2.048896895306985) | > loss_1: 30.40107536315918 (30.53252418063651) | > grad_norm_1: tensor(350.9449, device='cuda:0') (tensor(240.4417, device='cuda:0')) | > current_lr_0: 0.0001778045679705748 | > current_lr_1: 0.0001778045679705748 | > step_time: 0.581 (0.4039171040992379) | > loader_time: 0.0079 (0.0048705477699590724)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4437451362609863 (2.4437451362609863) | > loss_disc_real_0: 0.2756986618041992 (0.2756986618041992) | > loss_disc_real_1: 0.1868516206741333 (0.1868516206741333) | > loss_disc_real_2: 0.32151639461517334 (0.32151639461517334) | > loss_disc_real_3: 0.33232903480529785 (0.33232903480529785) | > loss_disc_real_4: 0.31234800815582275 (0.31234800815582275) | > loss_disc_real_5: 0.22093914449214935 (0.22093914449214935) | > loss_0: 2.4437451362609863 (2.4437451362609863) | > loss_gen: 2.9715285301208496 (2.9715285301208496) | > loss_kl: 2.2224888801574707 (2.2224888801574707) | > loss_feat: 7.482329368591309 (7.482329368591309) | > loss_mel: 18.53114128112793 (18.53114128112793) | > loss_duration: 3.2366750240325928 (3.2366750240325928) | > loss_1: 34.44416427612305 (34.44416427612305)  --> STEP: 1 | > loss_disc: 2.446653127670288 (2.446653127670288) | > loss_disc_real_0: 0.15831923484802246 (0.15831923484802246) | > loss_disc_real_1: 0.21640999615192413 (0.21640999615192413) | > loss_disc_real_2: 0.27266260981559753 (0.27266260981559753) | > loss_disc_real_3: 0.21371467411518097 (0.21371467411518097) | > loss_disc_real_4: 0.1933792680501938 (0.1933792680501938) | > loss_disc_real_5: 0.22318130731582642 (0.22318130731582642) | > loss_0: 2.446653127670288 (2.446653127670288) | > loss_gen: 2.3659496307373047 (2.3659496307373047) | > loss_kl: 3.3468105792999268 (3.3468105792999268) | > loss_feat: 6.2244439125061035 (6.2244439125061035) | > loss_mel: 17.1361141204834 (17.1361141204834) | > loss_duration: 2.5962395668029785 (2.5962395668029785) | > loss_1: 31.669557571411133 (31.669557571411133)  --> STEP: 2 | > loss_disc: 2.2049789428710938 (2.325816035270691) | > loss_disc_real_0: 0.10093484818935394 (0.1296270415186882) | > loss_disc_real_1: 0.1682358980178833 (0.19232294708490372) | > loss_disc_real_2: 0.22102876007556915 (0.24684568494558334) | > loss_disc_real_3: 0.2059524804353714 (0.20983357727527618) | > loss_disc_real_4: 0.2639418840408325 (0.22866057604551315) | > loss_disc_real_5: 0.19443553686141968 (0.20880842208862305) | > loss_0: 2.2049789428710938 (2.325816035270691) | > loss_gen: 2.4464521408081055 (2.406200885772705) | > loss_kl: 3.20654559135437 (3.2766780853271484) | > loss_feat: 6.298250198364258 (6.261347055435181) | > loss_mel: 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2.478971242904663 (2.4001115560531616) | > loss_disc_real_0: 0.17538076639175415 (0.1481444649398327) | > loss_disc_real_1: 0.20676927268505096 (0.20294199883937836) | > loss_disc_real_2: 0.31375399231910706 (0.2676953636109829) | > loss_disc_real_3: 0.2599008083343506 (0.230458814650774) | > loss_disc_real_4: 0.28528985381126404 (0.24707811698317528) | > loss_disc_real_5: 0.235332652926445 (0.2128867767751217) | > loss_0: 2.478971242904663 (2.4001115560531616) | > loss_gen: 2.591318368911743 (2.417537271976471) | > loss_kl: 4.497162342071533 (3.6497443318367004) | > loss_feat: 6.662743091583252 (6.197046637535095) | > loss_mel: 16.210201263427734 (17.184080600738525) | > loss_duration: 2.347918748855591 (2.424970865249634) | > loss_1: 32.30934143066406 (31.873380184173584)  --> STEP: 5 | > loss_disc: 2.4396440982818604 (2.4080180644989015) | > loss_disc_real_0: 0.19064109027385712 (0.15664379000663758) | > loss_disc_real_1: 0.19715358316898346 (0.20178431570529937) | > loss_disc_real_2: 0.3246256709098816 (0.2790814250707626) | > loss_disc_real_3: 0.2888718545436859 (0.2421414226293564) | > loss_disc_real_4: 0.26256072521209717 (0.25017463862895967) | > loss_disc_real_5: 0.2994362413883209 (0.23019666969776154) | > loss_0: 2.4396440982818604 (2.4080180644989015) | > loss_gen: 2.702728748321533 (2.474575567245483) | > loss_kl: 3.318718433380127 (3.5835391521453857) | > loss_feat: 5.201389789581299 (5.997915267944336) | > loss_mel: 17.83449363708496 (17.314163208007812) | > loss_duration: 2.403592586517334 (2.4206952095031737) | > loss_1: 31.46092414855957 (31.79088897705078)  --> STEP: 6 | > loss_disc: 2.358250617980957 (2.399723490079244) | > loss_disc_real_0: 0.09634658694267273 (0.14659425616264343) | > loss_disc_real_1: 0.18435829877853394 (0.19887997955083847) | > loss_disc_real_2: 0.33415940403938293 (0.28826108823219937) | > loss_disc_real_3: 0.2998346984386444 (0.2517569685975711) | > loss_disc_real_4: 0.2607826590538025 (0.25194264203310013) | > loss_disc_real_5: 0.2771344482898712 (0.23801963279644647) | > loss_0: 2.358250617980957 (2.399723490079244) | > loss_gen: 2.9370503425598145 (2.5516546964645386) | > loss_kl: 3.0469820499420166 (3.494112968444824) | > loss_feat: 5.920485496520996 (5.985010306040446) | > loss_mel: 17.414947509765625 (17.330960591634113) | > loss_duration: 2.2426888942718506 (2.391027490297953) | > loss_1: 31.56215476989746 (31.752766609191895)  --> STEP: 7 | > loss_disc: 2.542513847351074 (2.420122112546648) | > loss_disc_real_0: 0.2087816298007965 (0.1554781666823796) | > loss_disc_real_1: 0.31308090686798096 (0.21519439773900167) | > loss_disc_real_2: 0.2651904821395874 (0.2849652873618262) | > loss_disc_real_3: 0.2649785876274109 (0.2536457713161196) | > loss_disc_real_4: 0.2686944007873535 (0.2543357504265649) | > loss_disc_real_5: 0.28769418597221375 (0.24511599753584182) | > loss_0: 2.542513847351074 (2.420122112546648) | > loss_gen: 2.7116754055023193 (2.57451479775565) | > loss_kl: 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(2.4101951718330383) | > loss_1: 35.880126953125 (32.20687127113342)  --> STEP: 9 | > loss_disc: 2.152798891067505 (2.394029219945272) | > loss_disc_real_0: 0.19365854561328888 (0.16766742368539175) | > loss_disc_real_1: 0.20838192105293274 (0.21553283598687914) | > loss_disc_real_2: 0.3048267066478729 (0.28335951930946773) | > loss_disc_real_3: 0.2342512011528015 (0.2476423912578159) | > loss_disc_real_4: 0.18082574009895325 (0.23753574821684095) | > loss_disc_real_5: 0.16584613919258118 (0.22971727947394052) | > loss_0: 2.152798891067505 (2.394029219945272) | > loss_gen: 2.898496389389038 (2.578066693411933) | > loss_kl: 4.0045485496521 (3.6926330195532904) | > loss_feat: 8.410757064819336 (6.521197266048855) | > loss_mel: 19.201370239257812 (17.529056125217014) | > loss_duration: 2.235921621322632 (2.3908314439985485) | > loss_1: 36.75109100341797 (32.711784574720596)  --> STEP: 10 | > loss_disc: 2.2312798500061035 (2.377754282951355) | > loss_disc_real_0: 0.1485665738582611 (0.16575733870267867) | > loss_disc_real_1: 0.16018056869506836 (0.20999760925769806) | > loss_disc_real_2: 0.29160624742507935 (0.2841841921210289) | > loss_disc_real_3: 0.23060041666030884 (0.2459381937980652) | > loss_disc_real_4: 0.26056593656539917 (0.23983876705169677) | > loss_disc_real_5: 0.1749027818441391 (0.2242358297109604) | > loss_0: 2.2312798500061035 (2.377754282951355) | > loss_gen: 2.7219433784484863 (2.592454361915588) | > loss_kl: 3.2604026794433594 (3.6494099855422975) | > loss_feat: 7.456869125366211 (6.614764451980591) | > loss_mel: 17.68780517578125 (17.54493103027344) | > loss_duration: 2.4307703971862793 (2.3948253393173218) | > loss_1: 33.55778884887695 (32.79638500213623)  --> STEP: 11 | > loss_disc: 2.4476099014282227 (2.3841047937219795) | > loss_disc_real_0: 0.15547984838485718 (0.16482302140105853) | > loss_disc_real_1: 0.2578733563423157 (0.2143499499017542) | > loss_disc_real_2: 0.3231855630874634 (0.28772977129979566) | > loss_disc_real_3: 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2.367619752883911 (2.382731040318807) | > loss_gen: 2.468998670578003 (2.5789888302485147) | > loss_kl: 2.7575151920318604 (3.6448135375976562) | > loss_feat: 5.857684135437012 (6.506294290224711) | > loss_mel: 16.37019920349121 (17.359070618947346) | > loss_duration: 2.2539877891540527 (2.393748919169108) | > loss_1: 29.708383560180664 (32.4829158782959)  --> STEP: 13 | > loss_disc: 2.429980754852295 (2.38636563374446) | > loss_disc_real_0: 0.11939536035060883 (0.15512531995773315) | > loss_disc_real_1: 0.2360939383506775 (0.217120783833357) | > loss_disc_real_2: 0.25633546710014343 (0.28463612726101506) | > loss_disc_real_3: 0.23373575508594513 (0.24826904443594125) | > loss_disc_real_4: 0.2844078540802002 (0.24173314640155205) | > loss_disc_real_5: 0.2646597921848297 (0.23073744888489062) | > loss_0: 2.429980754852295 (2.38636563374446) | > loss_gen: 2.506296396255493 (2.573397104556744) | > loss_kl: 2.753897190093994 (3.5762815108666053) | > loss_feat: 5.732475757598877 (6.446769787715032) | > loss_mel: 16.1199951171875 (17.263757118811974) | > loss_duration: 2.2136287689208984 (2.379893522996169) | > loss_1: 29.3262939453125 (32.240098806527946)  --> STEP: 14 | > loss_disc: 2.7450616359710693 (2.411986776760646) | > loss_disc_real_0: 0.1698395013809204 (0.15617633291653224) | > loss_disc_real_1: 0.3554691970348358 (0.22700281334774836) | > loss_disc_real_2: 0.3909299671649933 (0.2922285443970135) | > loss_disc_real_3: 0.24947577714920044 (0.24835523962974548) | > loss_disc_real_4: 0.23947998881340027 (0.24157220657382691) | > loss_disc_real_5: 0.3643655776977539 (0.24028231522866658) | > loss_0: 2.7450616359710693 (2.411986776760646) | > loss_gen: 2.6031923294067383 (2.575525334903172) | > loss_kl: 4.564725399017334 (3.6468846457345143) | > loss_feat: 7.323818206787109 (6.509416103363037) | > loss_mel: 17.66135597229004 (17.29215703691755) | > loss_duration: 2.4432482719421387 (2.384418862206595) | > loss_1: 34.59634017944336 (32.40840176173619)  --> STEP: 15 | > loss_disc: 2.4913291931152344 (2.4172762711842855) | > loss_disc_real_0: 0.25466930866241455 (0.16274253129959107) | > loss_disc_real_1: 0.2619524598121643 (0.2293327897787094) | > loss_disc_real_2: 0.2857038974761963 (0.2917935679356257) | > loss_disc_real_3: 0.21879206597805023 (0.24638436138629913) | > loss_disc_real_4: 0.3293576240539551 (0.2474245677391688) | > loss_disc_real_5: 0.2571426331996918 (0.24140633642673492) | > loss_0: 2.4913291931152344 (2.4172762711842855) | > loss_gen: 2.8009889125823975 (2.590556240081787) | > loss_kl: 4.094705581665039 (3.6767393747965493) | > loss_feat: 6.604858875274658 (6.515778954823812) | > loss_mel: 16.117691040039062 (17.21385930379232) | > loss_duration: 2.409620761871338 (2.3860989888509114) | > loss_1: 32.02786636352539 (32.3830327351888)  --> STEP: 16 | > loss_disc: 2.6301183700561523 (2.430578902363777) | > loss_disc_real_0: 0.21159999072551727 (0.16579612251371145) | > loss_disc_real_1: 0.24315612018108368 (0.2301967479288578) | > loss_disc_real_2: 0.25385782122612 (0.2894225837662816) | > loss_disc_real_3: 0.26581746339797974 (0.24759893026202917) | > loss_disc_real_4: 0.32576897740364075 (0.2523210933431983) | > loss_disc_real_5: 0.3095035254955292 (0.24566241074353456) | > loss_0: 2.6301183700561523 (2.430578902363777) | > loss_gen: 2.4284045696258545 (2.5804217606782913) | > loss_kl: 2.862161159515381 (3.6258282363414764) | > loss_feat: 5.4556779861450195 (6.449522644281387) | > loss_mel: 11.20741081237793 (16.83845627307892) | > loss_duration: 2.390796661376953 (2.386392593383789) | > loss_1: 24.344449996948242 (31.880621314048764)  --> STEP: 17 | > loss_disc: 2.6100025177001953 (2.441133232677684) | > loss_disc_real_0: 0.2526688575744629 (0.170906283399638) | > loss_disc_real_1: 0.25032979249954224 (0.23138104466830983) | > loss_disc_real_2: 0.33950209617614746 (0.29236843743745017) | > loss_disc_real_3: 0.3294508457183838 (0.2524137488182853) | > loss_disc_real_4: 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(16.92571439241108) | > loss_duration: 2.3702049255371094 (2.384908450277228) | > loss_1: 31.55493927001953 (31.87455187345806)  --> STEP: 20 | > loss_disc: 2.6946473121643066 (2.45675014257431) | > loss_disc_real_0: 0.28347158432006836 (0.17599919959902763) | > loss_disc_real_1: 0.3038174510002136 (0.24188076704740524) | > loss_disc_real_2: 0.2665333151817322 (0.2883105784654617) | > loss_disc_real_3: 0.3017265200614929 (0.25717450231313704) | > loss_disc_real_4: 0.27680379152297974 (0.25295881927013397) | > loss_disc_real_5: 0.3099798858165741 (0.2577661044895649) | > loss_0: 2.6946473121643066 (2.45675014257431) | > loss_gen: 2.6308341026306152 (2.614038360118866) | > loss_kl: 2.3834354877471924 (3.443419885635376) | > loss_feat: 5.139580249786377 (6.385967040061951) | > loss_mel: 15.837517738342285 (16.871304559707642) | > loss_duration: 2.322542190551758 (2.3817901372909547) | > loss_1: 28.31391143798828 (31.69651985168457)  --> STEP: 21 | > loss_disc: 2.5394670963287354 (2.460689045134045) | > loss_disc_real_0: 0.08499651402235031 (0.17166573838109062) | > loss_disc_real_1: 0.21104252338409424 (0.24041227925391423) | > loss_disc_real_2: 0.32527175545692444 (0.29007063451267423) | > loss_disc_real_3: 0.27339503169059753 (0.2579469084739685) | > loss_disc_real_4: 0.21688362956047058 (0.2512409530934833) | > loss_disc_real_5: 0.1986682415008545 (0.25495192053772153) | > loss_0: 2.5394670963287354 (2.460689045134045) | > loss_gen: 2.078503131866455 (2.5885366825830367) | > loss_kl: 2.2420434951782227 (3.386211486089797) | > loss_feat: 4.488593101501465 (6.295615900130499) | > loss_mel: 11.453926086425781 (16.61333415621803) | > loss_duration: 2.1815567016601562 (2.372255211784726) | > loss_1: 22.444622039794922 (31.255953289213636)  --> STEP: 22 | > loss_disc: 2.658778667449951 (2.4696931188756768) | > loss_disc_real_0: 0.16193649172782898 (0.17122349989685146) | > loss_disc_real_1: 0.2153431475162506 (0.23927277326583862) | > loss_disc_real_2: 0.23804228007793427 (0.2877057093110951) | > loss_disc_real_3: 0.27610594034194946 (0.2587723190134222) | > loss_disc_real_4: 0.3214729130268097 (0.2544333149086345) | > loss_disc_real_5: 0.35141053795814514 (0.2593364031477408) | > loss_0: 2.658778667449951 (2.4696931188756768) | > loss_gen: 2.46679949760437 (2.5830031741749155) | > loss_kl: 2.4787731170654297 (3.3449642874977807) | > loss_feat: 7.402553558349609 (6.345931248231367) | > loss_mel: 18.35672378540039 (16.69257913936268) | > loss_duration: 2.2222957611083984 (2.36543887311762) | > loss_1: 32.927146911621094 (31.3319166356867)  --> STEP: 23 | > loss_disc: 2.5581600666046143 (2.4735395079073697) | > loss_disc_real_0: 0.11224555969238281 (0.16865924162709195) | > loss_disc_real_1: 0.22931337356567383 (0.2388397558875706) | > loss_disc_real_2: 0.285274863243103 (0.2876000203516172) | > loss_disc_real_3: 0.23897269368171692 (0.2579114657381307) | > loss_disc_real_4: 0.3126249611377716 (0.2569633864838144) | > loss_disc_real_5: 0.3105867803096771 (0.26156468041565106) | > loss_0: 2.5581600666046143 (2.4735395079073697) | > loss_gen: 2.541250228881836 (2.5811878287273906) | > loss_kl: 2.916902542114258 (3.3263529072637144) | > loss_feat: 8.22067642211914 (6.427441907965618) | > loss_mel: 16.3830509185791 (16.67912139063296) | > loss_duration: 2.2807087898254395 (2.3617549564527427) | > loss_1: 32.34259033203125 (31.37585897031038)  --> STEP: 24 | > loss_disc: 2.835200309753418 (2.4886087079842882) | > loss_disc_real_0: 0.2870122194290161 (0.17359061570217213) | > loss_disc_real_1: 0.20987354218959808 (0.23763283031682172) | > loss_disc_real_2: 0.40053191781044006 (0.29230551607906813) | > loss_disc_real_3: 0.2815638780593872 (0.258896982918183) | > loss_disc_real_4: 0.2898333668708801 (0.2583329689999421) | > loss_disc_real_5: 0.2897513806819916 (0.26273912626008195) | > loss_0: 2.835200309753418 (2.4886087079842882) | > loss_gen: 2.5629987716674805 (2.580429951349894) | > loss_kl: 2.581528902053833 (3.2953185737133026) | > loss_feat: 4.651273250579834 (6.353434880574544) | > loss_mel: 14.370038986206055 (16.58290962378184) | > loss_duration: 2.4265270233154297 (2.364453792572021) | > loss_1: 26.59236717224121 (31.176546812057495)  --> STEP: 25 | > loss_disc: 2.624739408493042 (2.4940539360046383) | > loss_disc_real_0: 0.18139022588729858 (0.17390260010957717) | > loss_disc_real_1: 0.24329186975955963 (0.23785919189453125) | > loss_disc_real_2: 0.28620073199272156 (0.29206132471561425) | > loss_disc_real_3: 0.24723784625530243 (0.2584306174516678) | > loss_disc_real_4: 0.24872471392154694 (0.25794863879680635) | > loss_disc_real_5: 0.30275705456733704 (0.26433984339237215) | > loss_0: 2.624739408493042 (2.4940539360046383) | > loss_gen: 2.3117597103118896 (2.569683141708374) | > loss_kl: 2.669400453567505 (3.2702818489074708) | > loss_feat: 4.756096363067627 (6.289541339874267) | > loss_mel: 14.779807090759277 (16.51078552246094) | > loss_duration: 2.462310791015625 (2.368368072509765) | > loss_1: 26.979373931884766 (31.008659896850585)  --> STEP: 26 | > loss_disc: 2.214378595352173 (2.48329719213339) | > loss_disc_real_0: 0.05111868679523468 (0.16918014190517938) | > loss_disc_real_1: 0.24134354293346405 (0.23799320539602867) | > loss_disc_real_2: 0.15758872032165527 (0.28688930146969277) | > loss_disc_real_3: 0.13395175337791443 (0.2536429688334465) | > loss_disc_real_4: 0.25351306796073914 (0.25777803991849607) | > loss_disc_real_5: 0.3192020654678345 (0.266449928856813) | > loss_0: 2.214378595352173 (2.48329719213339) | > loss_gen: 2.3836190700531006 (2.562526831260094) | > loss_kl: 2.1445984840393066 (3.2269863348740797) | > loss_feat: 13.6868314743042 (6.574052498890803) | > loss_mel: 17.578275680541992 (16.551842836233288) | > loss_duration: 2.3478713035583496 (2.367579735242403) | > loss_1: 38.14119338989258 (31.282988108121433) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026627228810237004 (+0.00017618216001070476) | > avg_loss_disc: 2.48329719213339 (-0.009824725297781) | > avg_loss_disc_real_0: 0.16918014190517938 (+0.028327728979862632) | > avg_loss_disc_real_1: 0.23799320539602867 (+0.03239618356411275) | > avg_loss_disc_real_2: 0.28688930146969277 (+0.11499884695960921) | > avg_loss_disc_real_3: 0.2536429688334465 (+0.007968659011217266) | > avg_loss_disc_real_4: 0.25777803991849607 (+0.020328279871207028) | > avg_loss_disc_real_5: 0.266449928856813 (+0.015134057173362192) | > avg_loss_0: 2.48329719213339 (-0.009824725297781) | > avg_loss_gen: 2.562526831260094 (+0.3429600000381474) | > avg_loss_kl: 3.2269863348740797 (+0.04932155975928687) | > avg_loss_feat: 6.574052498890803 (+0.22473493906167796) | > avg_loss_mel: 16.551842836233288 (+0.10668666546161631) | > avg_loss_duration: 2.367579735242403 (-0.005217845623310069) | > avg_loss_1: 31.282988108121433 (+0.718485538776104)  > EPOCH: 942/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:01:41)   --> TIME: 2024-06-12 09:01:47 -- STEP: 14/330 -- GLOBAL_STEP: 398875 | > loss_disc: 2.3943865299224854 (2.371419668197632) | > loss_disc_real_0: 0.08892399072647095 (0.10266209074429103) | > loss_disc_real_1: 0.21870815753936768 (0.20616592466831207) | > loss_disc_real_2: 0.2111213654279709 (0.2070879829781396) | > loss_disc_real_3: 0.24393406510353088 (0.2363793615783964) | > loss_disc_real_4: 0.25332531332969666 (0.24260926778827394) | > loss_disc_real_5: 0.2236584573984146 (0.23185952327081136) | > loss_0: 2.3943865299224854 (2.371419668197632) | > grad_norm_0: tensor(6.0211, device='cuda:0') (tensor(8.7372, device='cuda:0')) | > loss_gen: 2.446098804473877 (2.4614459105900357) | > loss_kl: 1.939928650856018 (1.9766209636415755) | > loss_feat: 6.925954818725586 (6.861346449170794) | > loss_mel: 16.2816219329834 (17.32542337690081) | > loss_duration: 2.0145952701568604 (2.057279646396637) | > loss_1: 29.608200073242188 (30.682116508483887) | > grad_norm_1: tensor(84.4109, device='cuda:0') (tensor(103.9202, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.3427 (0.36807848726000103) | > loader_time: 0.0033 (0.0033877406801496234)  --> TIME: 2024-06-12 09:01:56 -- STEP: 39/330 -- GLOBAL_STEP: 398900 | > loss_disc: 2.2658326625823975 (2.333216074185494) | > loss_disc_real_0: 0.08316206932067871 (0.09975820283095041) | > loss_disc_real_1: 0.1752745360136032 (0.19530945519606271) | > loss_disc_real_2: 0.19206368923187256 (0.20575670783336347) | > loss_disc_real_3: 0.23135605454444885 (0.2282138772499867) | > loss_disc_real_4: 0.20931465923786163 (0.23376767872235713) | > loss_disc_real_5: 0.22801974415779114 (0.22765400738288194) | > loss_0: 2.2658326625823975 (2.333216074185494) | > grad_norm_0: tensor(10.1401, device='cuda:0') (tensor(9.2824, device='cuda:0')) | > loss_gen: 2.5327343940734863 (2.4977705478668213) | > loss_kl: 2.1493237018585205 (1.96592508829557) | > loss_feat: 6.8994221687316895 (7.007405440012614) | > loss_mel: 16.918590545654297 (17.198867113162308) | > loss_duration: 1.9945707321166992 (1.9938998894813733) | > loss_1: 30.494640350341797 (30.663868243877705) | > grad_norm_1: tensor(118.2998, device='cuda:0') (tensor(103.0611, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.366 (0.36162103139437163) | > loader_time: 0.0037 (0.0034260627550956532)  --> TIME: 2024-06-12 09:02:05 -- STEP: 64/330 -- GLOBAL_STEP: 398925 | > loss_disc: 2.3803696632385254 (2.3469998463988313) | > loss_disc_real_0: 0.11962102353572845 (0.10347525752149521) | > loss_disc_real_1: 0.1959928721189499 (0.19536266988143325) | > loss_disc_real_2: 0.2110324203968048 (0.20835327077656984) | > loss_disc_real_3: 0.209518700838089 (0.22846619901247323) | > loss_disc_real_4: 0.2352665215730667 (0.23591850837692618) | > loss_disc_real_5: 0.19882988929748535 (0.2273023019079119) | > loss_0: 2.3803696632385254 (2.3469998463988313) | > grad_norm_0: tensor(5.8714, device='cuda:0') (tensor(9.2455, device='cuda:0')) | > loss_gen: 2.3944430351257324 (2.4972950890660286) | > loss_kl: 2.0480213165283203 (1.9832815043628216) | > loss_feat: 7.213470935821533 (7.045019648969173) | > loss_mel: 16.6789608001709 (17.226879894733425) | > loss_duration: 1.979027271270752 (1.9808909241110086) | > loss_1: 30.313922882080078 (30.73336699604988) | > grad_norm_1: tensor(79.9968, device='cuda:0') (tensor(101.4350, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.375 (0.3623475916683674) | > loader_time: 0.0037 (0.0035379789769649506)  --> TIME: 2024-06-12 09:02:15 -- STEP: 89/330 -- GLOBAL_STEP: 398950 | > loss_disc: 2.451427698135376 (2.3476804695772335) | > loss_disc_real_0: 0.13297659158706665 (0.10558637047416708) | > loss_disc_real_1: 0.18427464365959167 (0.19545727884501554) | > loss_disc_real_2: 0.22869373857975006 (0.20889376773593132) | > loss_disc_real_3: 0.2548772692680359 (0.22913976783832807) | > loss_disc_real_4: 0.24836671352386475 (0.23406369247463313) | > loss_disc_real_5: 0.21339787542819977 (0.22602521552798455) | > loss_0: 2.451427698135376 (2.3476804695772335) | > grad_norm_0: tensor(12.2372, device='cuda:0') (tensor(9.2385, device='cuda:0')) | > loss_gen: 2.495816469192505 (2.499140101872134) | > loss_kl: 2.1141481399536133 (1.9900582653752874) | > loss_feat: 6.948840141296387 (7.0573577023624035) | > loss_mel: 16.53644371032715 (17.16755217648623) | > loss_duration: 1.9914380311965942 (1.9770774466268133) | > loss_1: 30.086687088012695 (30.691185683346866) | > grad_norm_1: tensor(98.6733, device='cuda:0') (tensor(109.8091, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.3652 (0.3637568977441681) | > loader_time: 0.0038 (0.0036053764686155856)  --> TIME: 2024-06-12 09:02:25 -- STEP: 114/330 -- GLOBAL_STEP: 398975 | > loss_disc: 2.311016082763672 (2.3486592225861136) | > loss_disc_real_0: 0.08960951864719391 (0.10647602725708694) | > loss_disc_real_1: 0.16506870090961456 (0.1938699805422833) | > loss_disc_real_2: 0.2086276262998581 (0.2090802458033227) | > loss_disc_real_3: 0.22755636274814606 (0.22885398344512572) | > loss_disc_real_4: 0.23349758982658386 (0.2339756733231377) | > loss_disc_real_5: 0.22377419471740723 (0.22651692963483042) | > loss_0: 2.311016082763672 (2.3486592225861136) | > grad_norm_0: tensor(12.5814, device='cuda:0') (tensor(9.6384, device='cuda:0')) | > loss_gen: 2.7120180130004883 (2.4955900133701805) | > loss_kl: 1.9835772514343262 (1.9940352732675117) | > loss_feat: 7.3335137367248535 (7.02806852574934) | > loss_mel: 17.59339141845703 (17.135811471102517) | > loss_duration: 2.021970272064209 (1.979617644820297) | > loss_1: 31.644472122192383 (30.633122946086683) | > grad_norm_1: tensor(76.3244, device='cuda:0') (tensor(107.9625, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.3681 (0.36811147028939767) | > loader_time: 0.0036 (0.003664296970032809)  --> TIME: 2024-06-12 09:02:34 -- STEP: 139/330 -- GLOBAL_STEP: 399000 | > loss_disc: 2.41851544380188 (2.3603245611671078) | > loss_disc_real_0: 0.14228004217147827 (0.10864211018565748) | > loss_disc_real_1: 0.1848374903202057 (0.19418902502214308) | > loss_disc_real_2: 0.19514200091362 (0.21055549254520334) | > loss_disc_real_3: 0.23200950026512146 (0.2297084434426946) | > loss_disc_real_4: 0.25560262799263 (0.2350691400414748) | > loss_disc_real_5: 0.24483223259449005 (0.22697644418092083) | > loss_0: 2.41851544380188 (2.3603245611671078) | > grad_norm_0: tensor(10.8299, device='cuda:0') (tensor(9.5156, device='cuda:0')) | > loss_gen: 2.530897617340088 (2.4872518168936537) | > loss_kl: 2.1354706287384033 (1.9984542663148839) | > loss_feat: 6.356784343719482 (6.994639547608739) | > loss_mel: 15.696893692016602 (17.134162257901185) | > loss_duration: 2.048239231109619 (1.9852385984050285) | > loss_1: 28.76828384399414 (30.59974644338484) | > grad_norm_1: tensor(59.2638, device='cuda:0') (tensor(105.7137, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.3788 (0.369473314971375) | > loader_time: 0.0038 (0.0037334977294043673) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_399000.pth  --> TIME: 2024-06-12 09:02:48 -- STEP: 164/330 -- GLOBAL_STEP: 399025 | > loss_disc: 2.3180973529815674 (2.363255109728836) | > loss_disc_real_0: 0.11789559572935104 (0.11103186865405339) | > loss_disc_real_1: 0.17919392883777618 (0.19442917070374255) | > loss_disc_real_2: 0.22734639048576355 (0.21080061075527493) | > loss_disc_real_3: 0.23429784178733826 (0.22944642567053075) | > loss_disc_real_4: 0.21765552461147308 (0.23391159469398057) | > loss_disc_real_5: 0.20589418709278107 (0.22581964231482365) | > loss_0: 2.3180973529815674 (2.363255109728836) | > grad_norm_0: tensor(5.3232, device='cuda:0') (tensor(9.7773, device='cuda:0')) | > loss_gen: 2.589496374130249 (2.4778004317748836) | > loss_kl: 1.9382625818252563 (2.00297362848026) | > loss_feat: 6.890407085418701 (6.948612745215253) | > loss_mel: 17.417190551757812 (17.133684704943395) | > loss_duration: 2.069365978240967 (1.9897159461568041) | > loss_1: 30.90472412109375 (30.552787443486654) | > grad_norm_1: tensor(56.3373, device='cuda:0') (tensor(108.1810, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.3733 (0.37169662481401045) | > loader_time: 0.0042 (0.0038193391590583617)  --> TIME: 2024-06-12 09:02:58 -- STEP: 189/330 -- GLOBAL_STEP: 399050 | > loss_disc: 2.342163562774658 (2.3701701605761483) | > loss_disc_real_0: 0.12537920475006104 (0.11340279987564793) | > loss_disc_real_1: 0.21046532690525055 (0.19536222911701) | > loss_disc_real_2: 0.18800169229507446 (0.21034225569200263) | > loss_disc_real_3: 0.2458733767271042 (0.23024967880476088) | > loss_disc_real_4: 0.23126865923404694 (0.23411942639994243) | > loss_disc_real_5: 0.22212791442871094 (0.22619200344123538) | > loss_0: 2.342163562774658 (2.3701701605761483) | > grad_norm_0: tensor(5.6155, device='cuda:0') (tensor(9.6155, device='cuda:0')) | > loss_gen: 2.462710380554199 (2.4716661317007897) | > loss_kl: 2.0115244388580322 (2.0103962818781533) | > loss_feat: 6.6761674880981445 (6.933457553702056) | > loss_mel: 16.90258026123047 (17.11336438618009) | > loss_duration: 2.075920581817627 (1.998110089983259) | > loss_1: 30.128902435302734 (30.52699444281361) | > grad_norm_1: tensor(104.9742, device='cuda:0') (tensor(105.3946, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.4122 (0.3735805579594206) | > loader_time: 0.0046 (0.003918531710508638)  --> TIME: 2024-06-12 09:03:08 -- STEP: 214/330 -- GLOBAL_STEP: 399075 | > loss_disc: 2.4619686603546143 (2.3740319938303154) | > loss_disc_real_0: 0.14251253008842468 (0.11428737922388817) | > loss_disc_real_1: 0.20640848577022552 (0.19553679513318517) | > loss_disc_real_2: 0.21833403408527374 (0.2114367665392216) | > loss_disc_real_3: 0.24046336114406586 (0.23026322329712806) | > loss_disc_real_4: 0.2168983519077301 (0.2340538612453737) | > loss_disc_real_5: 0.21240708231925964 (0.22647959780748758) | > loss_0: 2.4619686603546143 (2.3740319938303154) | > grad_norm_0: tensor(20.3120, device='cuda:0') (tensor(10.1525, device='cuda:0')) | > loss_gen: 2.3330979347229004 (2.4666061000289226) | > loss_kl: 1.9358062744140625 (2.015630212342627) | > loss_feat: 5.982810020446777 (6.911796453957246) | > loss_mel: 16.15869903564453 (17.058383469269664) | > loss_duration: 2.097353458404541 (2.005804247945269) | > loss_1: 28.507766723632812 (30.458220472959713) | > grad_norm_1: tensor(98.5579, device='cuda:0') (tensor(115.2549, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.4024 (0.3765801157906793) | > loader_time: 0.0056 (0.004039968285605174)  --> TIME: 2024-06-12 09:03:19 -- STEP: 239/330 -- GLOBAL_STEP: 399100 | > loss_disc: 2.2442750930786133 (2.3736855355266746) | > loss_disc_real_0: 0.1164836436510086 (0.11564607360248286) | > loss_disc_real_1: 0.2151453047990799 (0.19585013476874538) | > loss_disc_real_2: 0.19426320493221283 (0.21093593032789032) | > loss_disc_real_3: 0.18770845234394073 (0.23000696039598856) | > loss_disc_real_4: 0.21733695268630981 (0.23381424710840362) | > loss_disc_real_5: 0.19902350008487701 (0.22610926185442315) | > loss_0: 2.2442750930786133 (2.3736855355266746) | > grad_norm_0: tensor(24.5727, device='cuda:0') (tensor(11.8010, device='cuda:0')) | > loss_gen: 2.6136064529418945 (2.4681953047109966) | > loss_kl: 2.0081911087036133 (2.0172556703559525) | > loss_feat: 7.479257106781006 (6.90556613371462) | > loss_mel: 16.765213012695312 (17.005473711500617) | > loss_duration: 2.065833330154419 (2.0150185120155633) | > loss_1: 30.93210220336914 (30.411509350253947) | > grad_norm_1: tensor(449.6379, device='cuda:0') (tensor(140.1069, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.4402 (0.3808331030682043) | > loader_time: 0.0059 (0.004180035331757997)  --> TIME: 2024-06-12 09:03:30 -- STEP: 264/330 -- GLOBAL_STEP: 399125 | > loss_disc: 2.4086174964904785 (2.3774873424660075) | > loss_disc_real_0: 0.152755007147789 (0.11681095466977268) | > loss_disc_real_1: 0.18753620982170105 (0.1962499139886914) | > loss_disc_real_2: 0.17576082050800323 (0.2114870920777321) | > loss_disc_real_3: 0.2230360507965088 (0.23036546243185346) | > loss_disc_real_4: 0.19451937079429626 (0.23376746300720805) | > loss_disc_real_5: 0.2072526067495346 (0.22544779560782693) | > loss_0: 2.4086174964904785 (2.3774873424660075) | > grad_norm_0: tensor(40.3891, device='cuda:0') (tensor(13.3591, device='cuda:0')) | > loss_gen: 2.354815721511841 (2.470606945680851) | > loss_kl: 2.0270590782165527 (2.020602859782451) | > loss_feat: 6.543812274932861 (6.923358433174364) | > loss_mel: 17.042709350585938 (16.977247812531218) | > loss_duration: 2.1503164768218994 (2.023474609309978) | > loss_1: 30.11871337890625 (30.415290695248228) | > grad_norm_1: tensor(300.8293, device='cuda:0') (tensor(165.2962, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.4415 (0.3851059232697344) | > loader_time: 0.0057 (0.004315963297179252)  --> TIME: 2024-06-12 09:03:41 -- STEP: 289/330 -- GLOBAL_STEP: 399150 | > loss_disc: 2.431565523147583 (2.3769391201771666) | > loss_disc_real_0: 0.07379895448684692 (0.11782627322011753) | > loss_disc_real_1: 0.1712435483932495 (0.1976014397342314) | > loss_disc_real_2: 0.2399410605430603 (0.21175247126590832) | > loss_disc_real_3: 0.2656783163547516 (0.23022649573826048) | > loss_disc_real_4: 0.25500577688217163 (0.23322620044323814) | > loss_disc_real_5: 0.21959353983402252 (0.22404072771435377) | > loss_0: 2.431565523147583 (2.3769391201771666) | > grad_norm_0: tensor(49.1414, device='cuda:0') (tensor(15.3349, device='cuda:0')) | > loss_gen: 2.4322962760925293 (2.4762662158292903) | > loss_kl: 2.0157124996185303 (2.023414631203386) | > loss_feat: 7.152487754821777 (6.942234083855439) | > loss_mel: 15.616249084472656 (16.942361627070554) | > loss_duration: 2.188042640686035 (2.0335347363693086) | > loss_1: 29.404788970947266 (30.41781131783984) | > grad_norm_1: tensor(552.4493, device='cuda:0') (tensor(192.7586, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.4613 (0.39066377478074876) | > loader_time: 0.0065 (0.004462181078108951)  --> TIME: 2024-06-12 09:03:54 -- STEP: 314/330 -- GLOBAL_STEP: 399175 | > loss_disc: 2.4057843685150146 (2.381475027959059) | > loss_disc_real_0: 0.148157000541687 (0.11962474762776475) | > loss_disc_real_1: 0.2074979990720749 (0.1980795641044144) | > loss_disc_real_2: 0.22132271528244019 (0.21207588175489644) | > loss_disc_real_3: 0.2128673493862152 (0.2300366640185854) | > loss_disc_real_4: 0.20369470119476318 (0.23336601874251275) | > loss_disc_real_5: 0.22038665413856506 (0.22406686163821798) | > loss_0: 2.4057843685150146 (2.381475027959059) | > grad_norm_0: tensor(32.7293, device='cuda:0') (tensor(17.0566, device='cuda:0')) | > loss_gen: 2.267343044281006 (2.474061789026688) | > loss_kl: 1.983097791671753 (2.026542963116035) | > loss_feat: 7.125929832458496 (6.947430162672783) | > loss_mel: 15.784971237182617 (16.906265772072384) | > loss_duration: 2.230991840362549 (2.0463771356898524) | > loss_1: 29.392333984375 (30.400677844976922) | > grad_norm_1: tensor(445.2613, device='cuda:0') (tensor(213.3491, device='cuda:0')) | > current_lr_0: 0.00017778234239957847 | > current_lr_1: 0.00017778234239957847 | > step_time: 0.528 (0.39886485543220673) | > loader_time: 0.008 (0.004650737829269117)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.612328052520752 (2.612328052520752) | > loss_disc_real_0: 0.05150263011455536 (0.05150263011455536) | > loss_disc_real_1: 0.2670673131942749 (0.2670673131942749) | > loss_disc_real_2: 0.1808127611875534 (0.1808127611875534) | > loss_disc_real_3: 0.29895177483558655 (0.29895177483558655) | > loss_disc_real_4: 0.23187267780303955 (0.23187267780303955) | > loss_disc_real_5: 0.22834627330303192 (0.22834627330303192) | > loss_0: 2.612328052520752 (2.612328052520752) | > loss_gen: 2.0537359714508057 (2.0537359714508057) | > loss_kl: 2.490917205810547 (2.490917205810547) | > loss_feat: 7.878434181213379 (7.878434181213379) | > loss_mel: 17.228670120239258 (17.228670120239258) | > loss_duration: 3.019351005554199 (3.019351005554199) | > loss_1: 32.67110824584961 (32.67110824584961)  --> STEP: 1 | > loss_disc: 2.378002643585205 (2.378002643585205) | > loss_disc_real_0: 0.056427694857120514 (0.056427694857120514) | > loss_disc_real_1: 0.21513615548610687 (0.21513615548610687) | > loss_disc_real_2: 0.18286843597888947 (0.18286843597888947) | > loss_disc_real_3: 0.23930801451206207 (0.23930801451206207) | > loss_disc_real_4: 0.26710954308509827 (0.26710954308509827) | > loss_disc_real_5: 0.3008550703525543 (0.3008550703525543) | > loss_0: 2.378002643585205 (2.378002643585205) | > loss_gen: 2.2934608459472656 (2.2934608459472656) | > loss_kl: 3.809177875518799 (3.809177875518799) | > loss_feat: 6.096194267272949 (6.096194267272949) | > loss_mel: 17.651958465576172 (17.651958465576172) | > loss_duration: 2.5262365341186523 (2.5262365341186523) | > loss_1: 32.37702941894531 (32.37702941894531)  --> STEP: 2 | > loss_disc: 2.39129376411438 (2.3846482038497925) | > loss_disc_real_0: 0.09030740708112717 (0.07336755096912384) | > loss_disc_real_1: 0.34248650074005127 (0.27881132811307907) | > loss_disc_real_2: 0.2712107002735138 (0.22703956812620163) | > loss_disc_real_3: 0.2601470947265625 (0.2497275546193123) | > loss_disc_real_4: 0.2140226662158966 (0.24056610465049744) | > loss_disc_real_5: 0.26493868231773376 (0.28289687633514404) | > loss_0: 2.39129376411438 (2.3846482038497925) | > loss_gen: 2.5812056064605713 (2.4373332262039185) | > loss_kl: 2.8848960399627686 (3.3470369577407837) | > loss_feat: 5.831881999969482 (5.964038133621216) | > loss_mel: 16.96371078491211 (17.30783462524414) | > loss_duration: 2.470733165740967 (2.4984848499298096) | > loss_1: 30.7324275970459 (31.554728507995605)  --> STEP: 3 | > loss_disc: 2.0022785663604736 (2.2571916580200195) | > loss_disc_real_0: 0.08143816888332367 (0.07605775694052379) | > loss_disc_real_1: 0.1919560432434082 (0.24985956648985544) | > loss_disc_real_2: 0.15312720835208893 (0.20240211486816406) | > loss_disc_real_3: 0.19650031626224518 (0.23198514183362326) | > loss_disc_real_4: 0.22823522984981537 (0.23645581305027008) | > loss_disc_real_5: 0.25578954815864563 (0.2738611002763112) | > loss_0: 2.0022785663604736 (2.2571916580200195) | > loss_gen: 2.687687873840332 (2.520784775416056) | > loss_kl: 3.159700393676758 (3.2845914363861084) | > loss_feat: 7.420712947845459 (6.449596405029297) | > loss_mel: 18.571645736694336 (17.72910499572754) | > loss_duration: 2.421381711959839 (2.4727838039398193) | > loss_1: 34.261131286621094 (32.45686276753744)  --> STEP: 4 | > loss_disc: 2.3878164291381836 (2.2898478507995605) | > loss_disc_real_0: 0.1395992934703827 (0.09194314107298851) | > loss_disc_real_1: 0.25211164355278015 (0.2504225857555866) | > loss_disc_real_2: 0.2029736191034317 (0.20254499092698097) | > loss_disc_real_3: 0.2180672287940979 (0.2285056635737419) | > loss_disc_real_4: 0.24379444122314453 (0.2382904700934887) | > loss_disc_real_5: 0.34495508670806885 (0.29163459688425064) | > loss_0: 2.3878164291381836 (2.2898478507995605) | > loss_gen: 2.53481125831604 (2.5242913961410522) | > loss_kl: 4.218719959259033 (3.5181235671043396) | > loss_feat: 6.593188762664795 (6.485494494438171) | > loss_mel: 19.641847610473633 (18.207290649414062) | > loss_duration: 2.4628233909606934 (2.470293700695038) | > loss_1: 35.45138931274414 (33.20549440383911)  --> STEP: 5 | > loss_disc: 2.159646987915039 (2.263807678222656) | > loss_disc_real_0: 0.05652065947651863 (0.08485864475369453) | > loss_disc_real_1: 0.24553734064102173 (0.24944553673267364) | > loss_disc_real_2: 0.21244631707668304 (0.20452525615692138) | > loss_disc_real_3: 0.25080499053001404 (0.23296552896499634) | > loss_disc_real_4: 0.23553584516048431 (0.23773954510688783) | > loss_disc_real_5: 0.21649034321308136 (0.27660574615001676) | > loss_0: 2.159646987915039 (2.263807678222656) | > loss_gen: 2.5872015953063965 (2.536873435974121) | > loss_kl: 3.221312999725342 (3.45876145362854) | > loss_feat: 5.557890892028809 (6.299973773956299) | > loss_mel: 18.7916202545166 (18.32415657043457) | > loss_duration: 2.378425359725952 (2.4519200325012207) | > loss_1: 32.53644943237305 (33.0716854095459)  --> STEP: 6 | > loss_disc: 2.5319554805755615 (2.308498978614807) | > loss_disc_real_0: 0.1672298014163971 (0.09858717086414497) | > loss_disc_real_1: 0.24491415917873383 (0.24869030714035034) | > loss_disc_real_2: 0.21765480935573578 (0.20671351502339044) | > loss_disc_real_3: 0.2691408097743988 (0.23899474243323007) | > loss_disc_real_4: 0.2703542113304138 (0.2431753228108088) | > loss_disc_real_5: 0.2725673317909241 (0.275932677090168) | > loss_0: 2.5319554805755615 (2.308498978614807) | > loss_gen: 2.501121997833252 (2.530914862950643) | > loss_kl: 2.9146218299865723 (3.368071516354879) | > loss_feat: 6.702256202697754 (6.367020845413208) | > loss_mel: 17.796266555786133 (18.236174901326496) | > loss_duration: 2.1939330101013184 (2.4089221954345703) | > loss_1: 32.10820007324219 (32.91110452016195)  --> STEP: 7 | > loss_disc: 2.1504952907562256 (2.285927023206438) | > loss_disc_real_0: 0.059736140072345734 (0.09303702360817365) | > loss_disc_real_1: 0.2831638753414154 (0.25361510259764536) | > loss_disc_real_2: 0.22299522161483765 (0.2090394731078829) | > loss_disc_real_3: 0.23318269848823547 (0.238164450441088) | > loss_disc_real_4: 0.15654544532299042 (0.23079962602683476) | > loss_disc_real_5: 0.2184545397758484 (0.26772151461669375) | > loss_0: 2.1504952907562256 (2.285927023206438) | > loss_gen: 2.6162660121917725 (2.543107884270804) | > loss_kl: 4.393438816070557 (3.514552559171404) | > loss_feat: 7.260436534881592 (6.494651658194406) | > loss_mel: 17.62306785583496 (18.148588180541992) | > loss_duration: 2.4849820137023926 (2.419787883758545) | > loss_1: 34.37819290161133 (33.120688574654714)  --> STEP: 8 | > loss_disc: 2.502753734588623 (2.3130303621292114) | > loss_disc_real_0: 0.08316750824451447 (0.09180333418771625) | > loss_disc_real_1: 0.15325388312339783 (0.2410699501633644) | > loss_disc_real_2: 0.2570764720439911 (0.21504409797489643) | > loss_disc_real_3: 0.33028310537338257 (0.24967928230762482) | > loss_disc_real_4: 0.22658884525299072 (0.23027327843010426) | > loss_disc_real_5: 0.30779632925987244 (0.2727308664470911) | > loss_0: 2.502753734588623 (2.3130303621292114) | > loss_gen: 2.29129695892334 (2.511631518602371) | > loss_kl: 3.6577694416046143 (3.5324546694755554) | > loss_feat: 9.247748374938965 (6.838788747787476) | > loss_mel: 18.47300910949707 (18.189140796661377) | > loss_duration: 2.331519603729248 (2.408754348754883) | > loss_1: 36.0013427734375 (33.48077034950256)  --> STEP: 9 | > loss_disc: 2.2485930919647217 (2.305870665444268) | > loss_disc_real_0: 0.11386189609766006 (0.09425428551104334) | > loss_disc_real_1: 0.18965379893779755 (0.23535704447163475) | > loss_disc_real_2: 0.23152585327625275 (0.21687540411949158) | > loss_disc_real_3: 0.2547791302204132 (0.25024593207571244) | > loss_disc_real_4: 0.20570839941501617 (0.22754384742842781) | > loss_disc_real_5: 0.1859203279018402 (0.2630852510531743) | > loss_0: 2.2485930919647217 (2.305870665444268) | > loss_gen: 2.3627898693084717 (2.4950935575697155) | > loss_kl: 3.190183639526367 (3.4944245550367565) | > loss_feat: 8.948655128479004 (7.07321834564209) | > loss_mel: 17.285993576049805 (18.088791105482315) | > loss_duration: 2.1519510746002197 (2.380220651626587) | > loss_1: 33.939571380615234 (33.53174824184842)  --> STEP: 10 | > loss_disc: 2.248660087585449 (2.300149607658386) | > loss_disc_real_0: 0.15594086050987244 (0.10042294301092625) | > loss_disc_real_1: 0.2767277956008911 (0.2394941195845604) | > loss_disc_real_2: 0.21759286522865295 (0.21694715023040773) | > loss_disc_real_3: 0.26517733931541443 (0.2517390727996826) | > loss_disc_real_4: 0.22069136798381805 (0.22685859948396683) | > loss_disc_real_5: 0.2556162178516388 (0.2623383477330208) | > loss_0: 2.248660087585449 (2.300149607658386) | > loss_gen: 2.729860544204712 (2.5185702562332155) | > loss_kl: 3.236896276473999 (3.468671727180481) | > loss_feat: 5.958206653594971 (6.961717176437378) | > loss_mel: 18.055696487426758 (18.085481643676758) | > loss_duration: 2.4221925735473633 (2.3844178438186647) | > loss_1: 32.40285110473633 (33.41885852813721)  --> STEP: 11 | > loss_disc: 2.662175178527832 (2.333061023191972) | > loss_disc_real_0: 0.06303056329488754 (0.09702363576401364) | > loss_disc_real_1: 0.3228062093257904 (0.2470679459246722) | > loss_disc_real_2: 0.2566184103488922 (0.22055362842299722) | > loss_disc_real_3: 0.3032928705215454 (0.25642578168348834) | > loss_disc_real_4: 0.24078978598117828 (0.22812507098371332) | > loss_disc_real_5: 0.2848327159881592 (0.26438329030166974) | > loss_0: 2.662175178527832 (2.333061023191972) | > loss_gen: 2.1715826988220215 (2.4870259328321977) | > loss_kl: 3.7374744415283203 (3.4931083375757392) | > loss_feat: 4.573374271392822 (6.7445950941606005) | > loss_mel: 17.162532806396484 (18.001577203924004) | > loss_duration: 2.5463762283325195 (2.3991413333199243) | > loss_1: 30.191341400146484 (33.12544788013805)  --> STEP: 12 | > loss_disc: 2.4179844856262207 (2.3401379783948264) | > loss_disc_real_0: 0.12337099760770798 (0.09921924925098817) | > loss_disc_real_1: 0.2250099629163742 (0.2452297806739807) | > loss_disc_real_2: 0.2209898680448532 (0.22058998172481856) | > loss_disc_real_3: 0.24212047457695007 (0.25523367275794345) | > loss_disc_real_4: 0.23755523562431335 (0.22891091803709665) | > loss_disc_real_5: 0.24435389041900635 (0.2627141736447811) | > loss_0: 2.4179844856262207 (2.3401379783948264) | > loss_gen: 2.379528045654297 (2.478067775567373) | > loss_kl: 2.9140615463256836 (3.444854438304901) | > loss_feat: 7.090825080871582 (6.773447593053182) | > loss_mel: 19.426433563232422 (18.12031523386637) | > loss_duration: 2.282585620880127 (2.3894283572832746) | > loss_1: 34.09343338012695 (33.20611333847045)  --> STEP: 13 | > loss_disc: 2.3435299396514893 (2.3403988984914927) | > loss_disc_real_0: 0.10107341408729553 (0.09936187731531951) | > loss_disc_real_1: 0.22977744042873383 (0.24404113911665404) | > loss_disc_real_2: 0.22224348783493042 (0.22071717450251946) | > loss_disc_real_3: 0.22894805669784546 (0.2532117022917821) | > loss_disc_real_4: 0.23058879375457764 (0.2290399853999798) | > loss_disc_real_5: 0.21435090899467468 (0.25899392251784986) | > loss_0: 2.3435299396514893 (2.3403988984914927) | > loss_gen: 2.257343292236328 (2.4610889691572924) | > loss_kl: 3.274357318878174 (3.431739275272076) | > loss_feat: 5.800511360168457 (6.6986063443697414) | > loss_mel: 15.5592622756958 (17.923311160160942) | > loss_duration: 2.2872941493988037 (2.3815718797536998) | > loss_1: 29.178770065307617 (32.89631770207331)  --> STEP: 14 | > loss_disc: 2.280484199523926 (2.3361192771366666) | > loss_disc_real_0: 0.14483562111854553 (0.10261000187269279) | > loss_disc_real_1: 0.2382332682609558 (0.24362629119838988) | > loss_disc_real_2: 0.3010545074939728 (0.2264555554304804) | > loss_disc_real_3: 0.2804495692253113 (0.2551572642156056) | > loss_disc_real_4: 0.21839119493961334 (0.22827935750995362) | > loss_disc_real_5: 0.2189125120639801 (0.2561309646282877) | > loss_0: 2.280484199523926 (2.3361192771366666) | > loss_gen: 2.791775703430176 (2.484709450176784) | > loss_kl: 4.605043411254883 (3.5155467135565623) | > loss_feat: 6.556484222412109 (6.688454764229911) | > loss_mel: 17.72959327697754 (17.909474168504985) | > loss_duration: 2.4288506507873535 (2.384948934827532) | > loss_1: 34.11174774169922 (32.98313413347516)  --> STEP: 15 | > loss_disc: 2.4833767414093018 (2.3459364414215087) | > loss_disc_real_0: 0.08422894030809402 (0.10138459776838621) | > loss_disc_real_1: 0.26398906111717224 (0.24498380919297535) | > loss_disc_real_2: 0.2395234853029251 (0.22732675075531006) | > loss_disc_real_3: 0.2676774859428406 (0.25599194566408795) | > loss_disc_real_4: 0.18107229471206665 (0.2251322199900945) | > loss_disc_real_5: 0.22639238834381104 (0.2541483928759893) | > loss_0: 2.4833767414093018 (2.3459364414215087) | > loss_gen: 2.218806028366089 (2.4669825553894045) | > loss_kl: 4.010798454284668 (3.548563496271769) | > loss_feat: 7.882020950317383 (6.768025843302409) | > loss_mel: 17.447467803955078 (17.87867374420166) | > loss_duration: 2.4139089584350586 (2.3868796030680337) | > loss_1: 33.972999572753906 (33.04912516276041)  --> STEP: 16 | > loss_disc: 2.569040298461914 (2.359880432486534) | > loss_disc_real_0: 0.20902147889137268 (0.10811190283857286) | > loss_disc_real_1: 0.3423849046230316 (0.2510713776573539) | > loss_disc_real_2: 0.36127570271492004 (0.23569856025278568) | > loss_disc_real_3: 0.26921194791793823 (0.2568181958049536) | > loss_disc_real_4: 0.2531072497367859 (0.22688065934926271) | > loss_disc_real_5: 0.2672577500343323 (0.2549677276983857) | > loss_0: 2.569040298461914 (2.359880432486534) | > loss_gen: 2.7809269428253174 (2.486604079604149) | > loss_kl: 3.1345982551574707 (3.5226906687021255) | > loss_feat: 5.964844703674316 (6.717827022075653) | > loss_mel: 14.522459983825684 (17.66891038417816) | > loss_duration: 2.4003541469573975 (2.387721762061119) | > loss_1: 28.803184509277344 (32.783753871917725)  --> STEP: 17 | > loss_disc: 2.540225028991699 (2.3704889381633087) | > loss_disc_real_0: 0.10890695452690125 (0.10815867058494512) | > loss_disc_real_1: 0.19929195940494537 (0.24802552952485926) | > loss_disc_real_2: 0.26003217697143555 (0.2371299494715298) | > loss_disc_real_3: 0.24735456705093384 (0.25626151176059947) | > loss_disc_real_4: 0.265460729598999 (0.22915007524630604) | > loss_disc_real_5: 0.30631062388420105 (0.2579878980622572) | > loss_0: 2.540225028991699 (2.3704889381633087) | > loss_gen: 2.181023359298706 (2.4686287431155933) | > loss_kl: 2.5925447940826416 (3.4679762054892147) | > loss_feat: 4.412099838256836 (6.5821960112627815) | > loss_mel: 16.136491775512695 (17.578768113080194) | > loss_duration: 2.4724788665771484 (2.3927074740914738) | > loss_1: 27.79463768005371 (32.4902764488669)  --> STEP: 18 | > loss_disc: 2.2874550819396973 (2.3658759461508856) | > loss_disc_real_0: 0.06587699055671692 (0.10580968836115466) | > loss_disc_real_1: 0.2115323394536972 (0.24599813007646137) | > loss_disc_real_2: 0.20219086110591888 (0.23518888900677362) | > loss_disc_real_3: 0.22410288453102112 (0.2544749213589562) | > loss_disc_real_4: 0.1988176703453064 (0.22746494164069495) | > loss_disc_real_5: 0.167546808719635 (0.2529633930987782) | > loss_0: 2.2874550819396973 (2.3658759461508856) | > loss_gen: 2.372507095336914 (2.4632886515723333) | > loss_kl: 2.7435622215270996 (3.427730984157986) | > loss_feat: 9.615767478942871 (6.750727759467231) | > loss_mel: 17.243824005126953 (17.56016010708279) | > loss_duration: 2.2164721488952637 (2.3829166226916842) | > loss_1: 34.19213104248047 (32.58482392628988)  --> STEP: 19 | > loss_disc: 2.346635580062866 (2.364863295304148) | > loss_disc_real_0: 0.11517474055290222 (0.10630258584493085) | > loss_disc_real_1: 0.22723747789859772 (0.24501072733025803) | > loss_disc_real_2: 0.20569229125976562 (0.23363643649377322) | > loss_disc_real_3: 0.26419392228126526 (0.25498644772328827) | > loss_disc_real_4: 0.22314907610416412 (0.2272377908229828) | > loss_disc_real_5: 0.2478850781917572 (0.25269611336682973) | > loss_0: 2.346635580062866 (2.364863295304148) | > loss_gen: 2.373035430908203 (2.458538482063695) | > loss_kl: 2.316298246383667 (3.3692345242751274) | > loss_feat: 7.159428596496582 (6.772238329837196) | > loss_mel: 17.155261993408203 (17.538849680047285) | > loss_duration: 2.326197624206543 (2.379931412245098) | > loss_1: 31.330223083496094 (32.51879230298494)  --> STEP: 20 | > loss_disc: 2.1893677711486816 (2.3560885190963745) | > loss_disc_real_0: 0.09498243033885956 (0.10573657806962729) | > loss_disc_real_1: 0.19931800663471222 (0.24272609129548073) | > loss_disc_real_2: 0.19570444524288177 (0.23173983693122863) | > loss_disc_real_3: 0.23271213471889496 (0.2538727320730686) | > loss_disc_real_4: 0.19739846885204315 (0.2257458247244358) | > loss_disc_real_5: 0.1907561719417572 (0.2495991162955761) | > loss_0: 2.1893677711486816 (2.3560885190963745) | > loss_gen: 2.5323331356048584 (2.4622282147407533) | > loss_kl: 2.593458652496338 (3.3304457306861877) | > loss_feat: 8.345683097839355 (6.850910568237305) | > loss_mel: 18.534900665283203 (17.588652229309083) | > loss_duration: 2.343712329864502 (2.378120458126068) | > loss_1: 34.3500862121582 (32.610356998443606)  --> STEP: 21 | > loss_disc: 2.4312264919281006 (2.3596665178026472) | > loss_disc_real_0: 0.10353486984968185 (0.10563173482105845) | > loss_disc_real_1: 0.3047352433204651 (0.24567890805857523) | > loss_disc_real_2: 0.2994249761104584 (0.23496293879690625) | > loss_disc_real_3: 0.20404623448848724 (0.2515000417118981) | > loss_disc_real_4: 0.22891391813755035 (0.2258966863155365) | > loss_disc_real_5: 0.19597099721431732 (0.24704539633932568) | > loss_0: 2.4312264919281006 (2.3596665178026472) | > loss_gen: 2.411813974380493 (2.4598275366283597) | > loss_kl: 2.3187689781188965 (3.2822706472306025) | > loss_feat: 6.428459644317627 (6.830793857574463) | > loss_mel: 16.1953182220459 (17.522302990867978) | > loss_duration: 2.189042568206787 (2.3691167490822926) | > loss_1: 29.54340362548828 (32.464311599731445)  --> STEP: 22 | > loss_disc: 2.265625476837158 (2.3553919250314888) | > loss_disc_real_0: 0.12563201785087585 (0.10654083859514106) | > loss_disc_real_1: 0.22941990196704865 (0.24493986232714218) | > loss_disc_real_2: 0.23916536569595337 (0.2351539582014084) | > loss_disc_real_3: 0.215068057179451 (0.24984404241496871) | > loss_disc_real_4: 0.2167394459247589 (0.2254804481159557) | > loss_disc_real_5: 0.24711625277996063 (0.24704861708662726) | > loss_0: 2.265625476837158 (2.3553919250314888) | > loss_gen: 2.5609660148620605 (2.464424740184437) | > loss_kl: 2.3038268089294434 (3.2377959273078223) | > loss_feat: 7.183833599090576 (6.846841118552468) | > loss_mel: 17.438528060913086 (17.51849503950639) | > loss_duration: 2.2555062770843506 (2.3639526367187496) | > loss_1: 31.74266242980957 (32.431509364735)  --> STEP: 23 | > loss_disc: 2.5631964206695557 (2.364426903102709) | > loss_disc_real_0: 0.22698278725147247 (0.11177744505845982) | > loss_disc_real_1: 0.22007806599140167 (0.24385891466037088) | > loss_disc_real_2: 0.28731414675712585 (0.23742179248643958) | > loss_disc_real_3: 0.2835024297237396 (0.2513074505588283) | > loss_disc_real_4: 0.21456921100616455 (0.2250060465024865) | > loss_disc_real_5: 0.2257055789232254 (0.2461206589056098) | > loss_0: 2.5631964206695557 (2.364426903102709) | > loss_gen: 2.382967948913574 (2.460883140563965) | > loss_kl: 2.659050464630127 (3.2126330811044443) | > loss_feat: 5.903547286987305 (6.805828343267026) | > loss_mel: 16.020553588867188 (17.453367150348164) | > loss_duration: 2.287734031677246 (2.3606387843256407) | > loss_1: 29.25385284423828 (32.29335038558297)  --> STEP: 24 | > loss_disc: 2.3269670009613037 (2.362866073846817) | > loss_disc_real_0: 0.13495206832885742 (0.11274305436139305) | > loss_disc_real_1: 0.24196289479732513 (0.24377991383274397) | > loss_disc_real_2: 0.2215585857629776 (0.23676082553962866) | > loss_disc_real_3: 0.22978025674819946 (0.2504104841500521) | > loss_disc_real_4: 0.2249903678894043 (0.22500539322694144) | > loss_disc_real_5: 0.2204647809267044 (0.24505166398982206) | > loss_0: 2.3269670009613037 (2.362866073846817) | > loss_gen: 2.4788661003112793 (2.4616324305534363) | > loss_kl: 2.7148845195770264 (3.1918935577074685) | > loss_feat: 5.796078205108643 (6.7637554208437605) | > loss_mel: 14.386262893676758 (17.325571139653523) | > loss_duration: 2.4251694679260254 (2.36332756280899) | > loss_1: 27.801259994506836 (32.10617995262147)  --> STEP: 25 | > loss_disc: 2.3369503021240234 (2.361829442977905) | > loss_disc_real_0: 0.21820209920406342 (0.11696141615509986) | > loss_disc_real_1: 0.23265475034713745 (0.2433349072933197) | > loss_disc_real_2: 0.2610189914703369 (0.237731152176857) | > loss_disc_real_3: 0.23352952301502228 (0.24973524570465094) | > loss_disc_real_4: 0.20156367123126984 (0.22406772434711456) | > loss_disc_real_5: 0.18813271820545197 (0.24277490615844727) | > loss_0: 2.3369503021240234 (2.361829442977905) | > loss_gen: 2.567549705505371 (2.465869121551514) | > loss_kl: 2.9667510986328125 (3.1828878593444823) | > loss_feat: 7.319824695587158 (6.785998191833496) | > loss_mel: 14.180194854736328 (17.199756088256837) | > loss_duration: 2.4510812759399414 (2.366837711334228) | > loss_1: 29.485401153564453 (32.00134880065919)  --> STEP: 26 | > loss_disc: 2.937453269958496 (2.3839688209386973) | > loss_disc_real_0: 0.13038811087608337 (0.11747782749052231) | > loss_disc_real_1: 0.2649587392807007 (0.2441665931389882) | > loss_disc_real_2: 0.2889068126678467 (0.23969944681112582) | > loss_disc_real_3: 0.20743303000926971 (0.24810823740867474) | > loss_disc_real_4: 0.20159409940242767 (0.2232033541569343) | > loss_disc_real_5: 0.19557684659957886 (0.24095959617541388) | > loss_0: 2.937453269958496 (2.3839688209386973) | > loss_gen: 1.6322784423828125 (2.433807941583487) | > loss_kl: 2.2881505489349365 (3.1484748858671923) | > loss_feat: 4.674767017364502 (6.704796992815458) | > loss_mel: 9.323430061340332 (16.89682047183697) | > loss_duration: 2.315887928009033 (2.364878104283259) | > loss_1: 20.234512329101562 (31.54877816713774) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025077508046076847 (-0.00015497207641601562) | > avg_loss_disc: 2.3839688209386973 (-0.09932837119469262) | > avg_loss_disc_real_0: 0.11747782749052231 (-0.05170231441465707) | > avg_loss_disc_real_1: 0.2441665931389882 (+0.00617338774295953) | > avg_loss_disc_real_2: 0.23969944681112582 (-0.047189854658566954) | > avg_loss_disc_real_3: 0.24810823740867474 (-0.0055347314247717605) | > avg_loss_disc_real_4: 0.2232033541569343 (-0.03457468576156178) | > avg_loss_disc_real_5: 0.24095959617541388 (-0.025490332681399136) | > avg_loss_0: 2.3839688209386973 (-0.09932837119469262) | > avg_loss_gen: 2.433807941583487 (-0.12871888967660716) | > avg_loss_kl: 3.1484748858671923 (-0.07851144900688745) | > avg_loss_feat: 6.704796992815458 (+0.13074449392465493) | > avg_loss_mel: 16.89682047183697 (+0.34497763560368355) | > avg_loss_duration: 2.364878104283259 (-0.002701630959144108) | > avg_loss_1: 31.54877816713774 (+0.26579005901630737)  > EPOCH: 943/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:04:23)   --> TIME: 2024-06-12 09:04:28 -- STEP: 9/330 -- GLOBAL_STEP: 399200 | > loss_disc: 2.2378900051116943 (2.309539371066623) | > loss_disc_real_0: 0.0896710529923439 (0.1058386108941502) | > loss_disc_real_1: 0.18193897604942322 (0.1921827064620124) | > loss_disc_real_2: 0.20762865245342255 (0.205763793653912) | > loss_disc_real_3: 0.23320810496807098 (0.2236730092101627) | > loss_disc_real_4: 0.25354519486427307 (0.22844587597582075) | > loss_disc_real_5: 0.24487562477588654 (0.21814234223630694) | > loss_0: 2.2378900051116943 (2.309539371066623) | > grad_norm_0: tensor(7.7012, device='cuda:0') (tensor(10.2925, device='cuda:0')) | > loss_gen: 2.5354413986206055 (2.523532099193997) | > loss_kl: 2.0166783332824707 (1.9459755818049114) | > loss_feat: 7.593647003173828 (6.831482940249973) | > loss_mel: 18.114469528198242 (17.443200217352974) | > loss_duration: 2.042560577392578 (2.092624055014716) | > loss_1: 32.30279541015625 (30.836814668443466) | > grad_norm_1: tensor(61.7381, device='cuda:0') (tensor(127.1162, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3603 (0.37706030739678276) | > loader_time: 0.0029 (0.0033571190304226345)  --> TIME: 2024-06-12 09:04:37 -- STEP: 34/330 -- GLOBAL_STEP: 399225 | > loss_disc: 2.309664726257324 (2.3299612227608177) | > loss_disc_real_0: 0.11868387460708618 (0.10581144252244164) | > loss_disc_real_1: 0.19884519279003143 (0.1945086533532423) | > loss_disc_real_2: 0.2203674614429474 (0.2066523551064379) | > loss_disc_real_3: 0.22192390263080597 (0.2256998993894633) | > loss_disc_real_4: 0.2018379420042038 (0.22914598137140274) | > loss_disc_real_5: 0.18309198319911957 (0.21890443607288249) | > loss_0: 2.309664726257324 (2.3299612227608177) | > grad_norm_0: tensor(12.5027, device='cuda:0') (tensor(9.6368, device='cuda:0')) | > loss_gen: 2.460925817489624 (2.5071513372309067) | > loss_kl: 2.1719462871551514 (1.91581331281101) | > loss_feat: 7.064006328582764 (7.014314917957082) | > loss_mel: 17.38822364807129 (17.36585869508631) | > loss_duration: 1.9830396175384521 (1.9948516873752369) | > loss_1: 31.06814193725586 (30.79798990137437) | > grad_norm_1: tensor(112.5453, device='cuda:0') (tensor(104.8967, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3877 (0.37347513787886677) | > loader_time: 0.0038 (0.0035156712812535905)  --> TIME: 2024-06-12 09:04:47 -- STEP: 59/330 -- GLOBAL_STEP: 399250 | > loss_disc: 2.3378915786743164 (2.3260451009718035) | > loss_disc_real_0: 0.12216092646121979 (0.10541806812003507) | > loss_disc_real_1: 0.22074459493160248 (0.19384238578505436) | > loss_disc_real_2: 0.19914287328720093 (0.20737689758761454) | > loss_disc_real_3: 0.22414392232894897 (0.22617532211845204) | > loss_disc_real_4: 0.21556702256202698 (0.2295037982827526) | > loss_disc_real_5: 0.22342722117900848 (0.21903878526162293) | > loss_0: 2.3378915786743164 (2.3260451009718035) | > grad_norm_0: tensor(15.6009, device='cuda:0') (tensor(9.2399, device='cuda:0')) | > loss_gen: 2.4829163551330566 (2.508825831494089) | > loss_kl: 2.0568759441375732 (1.9462628061488523) | > loss_feat: 6.366943359375 (7.021671384067859) | > loss_mel: 15.675924301147461 (17.24336766388456) | > loss_duration: 1.9605743885040283 (1.9787426136307797) | > loss_1: 28.54323387145996 (30.698870222447283) | > grad_norm_1: tensor(142.8022, device='cuda:0') (tensor(103.8445, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3557 (0.37163875870785473) | > loader_time: 0.0035 (0.0036477476863537805)  --> TIME: 2024-06-12 09:04:56 -- STEP: 84/330 -- GLOBAL_STEP: 399275 | > loss_disc: 2.2780439853668213 (2.336055236203329) | > loss_disc_real_0: 0.10272371768951416 (0.10701912268996239) | > loss_disc_real_1: 0.19767463207244873 (0.19396079881560244) | > loss_disc_real_2: 0.20114311575889587 (0.20916624881681942) | > loss_disc_real_3: 0.21435871720314026 (0.22675410303331556) | > loss_disc_real_4: 0.22693267464637756 (0.23129840053263165) | > loss_disc_real_5: 0.20508547127246857 (0.220575012976215) | > loss_0: 2.2780439853668213 (2.336055236203329) | > grad_norm_0: tensor(6.0984, device='cuda:0') (tensor(9.1965, device='cuda:0')) | > loss_gen: 2.4722256660461426 (2.4981073084331697) | > loss_kl: 2.212904214859009 (1.9677065710226695) | > loss_feat: 6.8492960929870605 (7.03836989402771) | > loss_mel: 16.65166664123535 (17.208999009359438) | > loss_duration: 2.056056499481201 (1.9743600430942716) | > loss_1: 30.242149353027344 (30.687542733691988) | > grad_norm_1: tensor(167.1682, device='cuda:0') (tensor(101.0251, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3714 (0.36950446310497465) | > loader_time: 0.0043 (0.0036649249848865325)  --> TIME: 2024-06-12 09:05:05 -- STEP: 109/330 -- GLOBAL_STEP: 399300 | > loss_disc: 2.368434429168701 (2.3368994620961883) | > loss_disc_real_0: 0.09401506185531616 (0.10777980492475929) | > loss_disc_real_1: 0.19366157054901123 (0.19357710516234064) | > loss_disc_real_2: 0.21606500446796417 (0.20835572604192507) | > loss_disc_real_3: 0.2165674865245819 (0.22761811275000965) | > loss_disc_real_4: 0.2421768456697464 (0.23233549378880666) | > loss_disc_real_5: 0.23694130778312683 (0.22166877328802687) | > loss_0: 2.368434429168701 (2.3368994620961883) | > grad_norm_0: tensor(10.6326, device='cuda:0') (tensor(9.0661, device='cuda:0')) | > loss_gen: 2.3423445224761963 (2.495899692587896) | > loss_kl: 2.0237159729003906 (1.98027705380676) | > loss_feat: 6.4266886711120605 (7.013565107223091) | > loss_mel: 16.20536994934082 (17.132995911694437) | > loss_duration: 1.9413836002349854 (1.976724586355577) | > loss_1: 28.939502716064453 (30.599462264174715) | > grad_norm_1: tensor(61.8521, device='cuda:0') (tensor(105.5896, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3742 (0.3698854315171548) | > loader_time: 0.0041 (0.003758598905090892)  --> TIME: 2024-06-12 09:05:15 -- STEP: 134/330 -- GLOBAL_STEP: 399325 | > loss_disc: 2.3945672512054443 (2.339978774981712) | > loss_disc_real_0: 0.15984241664409637 (0.10871105996975258) | > loss_disc_real_1: 0.25362923741340637 (0.1929705613362256) | > loss_disc_real_2: 0.22073574364185333 (0.20893886207199808) | > loss_disc_real_3: 0.224898099899292 (0.22785413465393123) | > loss_disc_real_4: 0.21099476516246796 (0.2320671211650122) | > loss_disc_real_5: 0.2216930389404297 (0.22248488875912198) | > loss_0: 2.3945672512054443 (2.339978774981712) | > grad_norm_0: tensor(13.6770, device='cuda:0') (tensor(9.0506, device='cuda:0')) | > loss_gen: 2.4717748165130615 (2.492398489767046) | > loss_kl: 2.0866739749908447 (1.9930299716209299) | > loss_feat: 6.719842910766602 (7.004531661076332) | > loss_mel: 16.583768844604492 (17.13343959779881) | > loss_duration: 2.0072689056396484 (1.9816189515056895) | > loss_1: 29.86932945251465 (30.605018601488712) | > grad_norm_1: tensor(158.1397, device='cuda:0') (tensor(106.2802, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3768 (0.36990252893362474) | > loader_time: 0.0041 (0.0038316463356587423)  --> TIME: 2024-06-12 09:05:25 -- STEP: 159/330 -- GLOBAL_STEP: 399350 | > loss_disc: 2.325037956237793 (2.3470400939197673) | > loss_disc_real_0: 0.09916239976882935 (0.11122517704776248) | > loss_disc_real_1: 0.1638973206281662 (0.1935567537193778) | > loss_disc_real_2: 0.20833414793014526 (0.2096594196258101) | > loss_disc_real_3: 0.21501265466213226 (0.22822425744068697) | > loss_disc_real_4: 0.21192936599254608 (0.2321012849515339) | > loss_disc_real_5: 0.21549883484840393 (0.22250979829509304) | > loss_0: 2.325037956237793 (2.3470400939197673) | > grad_norm_0: tensor(12.5737, device='cuda:0') (tensor(9.7076, device='cuda:0')) | > loss_gen: 2.48117733001709 (2.488067240085242) | > loss_kl: 2.0149178504943848 (2.002225803879072) | > loss_feat: 6.742164611816406 (6.993144188287123) | > loss_mel: 16.773590087890625 (17.12895505533277) | > loss_duration: 2.0256104469299316 (1.9865799797405987) | > loss_1: 30.037458419799805 (30.598972152613992) | > grad_norm_1: tensor(179.5605, device='cuda:0') (tensor(117.5881, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3756 (0.37230156802531306) | > loader_time: 0.0042 (0.003917703088724388)  --> TIME: 2024-06-12 09:05:35 -- STEP: 184/330 -- GLOBAL_STEP: 399375 | > loss_disc: 2.5072219371795654 (2.3511472473973827) | > loss_disc_real_0: 0.16313686966896057 (0.11270513725669487) | > loss_disc_real_1: 0.22540588676929474 (0.1941671594167533) | > loss_disc_real_2: 0.27914535999298096 (0.21016751505110576) | > loss_disc_real_3: 0.25035524368286133 (0.2283328266247459) | > loss_disc_real_4: 0.24956484138965607 (0.23240030062911304) | > loss_disc_real_5: 0.2574637234210968 (0.2228216786423455) | > loss_0: 2.5072219371795654 (2.3511472473973827) | > grad_norm_0: tensor(15.1250, device='cuda:0') (tensor(9.8313, device='cuda:0')) | > loss_gen: 2.455829620361328 (2.487372442432071) | > loss_kl: 2.0422184467315674 (2.0103126207123627) | > loss_feat: 6.401863098144531 (6.9877959437992265) | > loss_mel: 17.128387451171875 (17.1135020515193) | > loss_duration: 2.032986879348755 (1.9936313881822254) | > loss_1: 30.0612850189209 (30.592614370843638) | > grad_norm_1: tensor(129.9067, device='cuda:0') (tensor(119.8179, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3852 (0.3750394738238791) | > loader_time: 0.0048 (0.004029507222382918)  --> TIME: 2024-06-12 09:05:45 -- STEP: 209/330 -- GLOBAL_STEP: 399400 | > loss_disc: 2.453282594680786 (2.3568599611948575) | > loss_disc_real_0: 0.11678867042064667 (0.11388074317902469) | > loss_disc_real_1: 0.20155619084835052 (0.19473812889539455) | > loss_disc_real_2: 0.22120331227779388 (0.21027650780369792) | > loss_disc_real_3: 0.232216015458107 (0.22839266703459635) | > loss_disc_real_4: 0.2213437557220459 (0.232252735698052) | > loss_disc_real_5: 0.21505019068717957 (0.2228379888397655) | > loss_0: 2.453282594680786 (2.3568599611948575) | > grad_norm_0: tensor(27.0003, device='cuda:0') (tensor(10.3591, device='cuda:0')) | > loss_gen: 2.4250597953796387 (2.4819133281707764) | > loss_kl: 1.972046136856079 (2.0163144169811984) | > loss_feat: 6.535554885864258 (6.984311284060683) | > loss_mel: 16.865455627441406 (17.07930945893791) | > loss_duration: 2.0932822227478027 (2.0019952013161757) | > loss_1: 29.891399383544922 (30.56384363128808) | > grad_norm_1: tensor(323.1228, device='cuda:0') (tensor(129.9206, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.3968 (0.3782045647288053) | > loader_time: 0.0051 (0.0041710440621992055)  --> TIME: 2024-06-12 09:05:56 -- STEP: 234/330 -- GLOBAL_STEP: 399425 | > loss_disc: 2.5740184783935547 (2.360443375049495) | > loss_disc_real_0: 0.15396790206432343 (0.11545680393265863) | > loss_disc_real_1: 0.1756826937198639 (0.19544993079880363) | > loss_disc_real_2: 0.22701627016067505 (0.21037344940197775) | > loss_disc_real_3: 0.21968196332454681 (0.2292192989689672) | > loss_disc_real_4: 0.28178852796554565 (0.23234206444432592) | > loss_disc_real_5: 0.24067990481853485 (0.22242227827127165) | > loss_0: 2.5740184783935547 (2.360443375049495) | > grad_norm_0: tensor(31.5520, device='cuda:0') (tensor(12.0512, device='cuda:0')) | > loss_gen: 2.2715542316436768 (2.4846122387128) | > loss_kl: 2.029561758041382 (2.021635737684037) | > loss_feat: 6.0169358253479 (6.97492068241804) | > loss_mel: 16.093107223510742 (17.055530177222327) | > loss_duration: 2.0920774936676025 (2.011410423323639) | > loss_1: 28.503236770629883 (30.548109176831368) | > grad_norm_1: tensor(124.6738, device='cuda:0') (tensor(153.6353, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.4199 (0.38174014111869353) | > loader_time: 0.0055 (0.004320467639173195)  --> TIME: 2024-06-12 09:06:06 -- STEP: 259/330 -- GLOBAL_STEP: 399450 | > loss_disc: 2.5210628509521484 (2.3648665908680937) | > loss_disc_real_0: 0.1728290170431137 (0.1156140525886451) | > loss_disc_real_1: 0.20557419955730438 (0.19608847607056606) | > loss_disc_real_2: 0.2456272840499878 (0.2103284776325852) | > loss_disc_real_3: 0.2408323884010315 (0.22926503109195517) | > loss_disc_real_4: 0.2418358474969864 (0.2331016007882748) | > loss_disc_real_5: 0.2736373841762543 (0.22315180433993173) | > loss_0: 2.5210628509521484 (2.3648665908680937) | > grad_norm_0: tensor(56.4277, device='cuda:0') (tensor(14.0294, device='cuda:0')) | > loss_gen: 2.5591349601745605 (2.4942149600467167) | > loss_kl: 2.063114881515503 (2.02490306176734) | > loss_feat: 6.991054534912109 (7.006250462476811) | > loss_mel: 16.7806453704834 (17.010477106543558) | > loss_duration: 2.122854709625244 (2.0197321728849964) | > loss_1: 30.51680564880371 (30.55557767949049) | > grad_norm_1: tensor(313.8099, device='cuda:0') (tensor(176.1439, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.4266 (0.38580478204263224) | > loader_time: 0.0056 (0.004463467358622309)  --> TIME: 2024-06-12 09:06:18 -- STEP: 284/330 -- GLOBAL_STEP: 399475 | > loss_disc: 2.473177909851074 (2.3665936219860155) | > loss_disc_real_0: 0.17728063464164734 (0.1172129924500912) | > loss_disc_real_1: 0.1940355747938156 (0.19672379013098457) | > loss_disc_real_2: 0.20993435382843018 (0.21078496017086673) | > loss_disc_real_3: 0.21959643065929413 (0.2293015904724598) | > loss_disc_real_4: 0.26076409220695496 (0.23232687448321934) | > loss_disc_real_5: 0.2340683937072754 (0.2221194401278462) | > loss_0: 2.473177909851074 (2.3665936219860155) | > grad_norm_0: tensor(25.8080, device='cuda:0') (tensor(15.0823, device='cuda:0')) | > loss_gen: 2.3386526107788086 (2.49190222629359) | > loss_kl: 2.182464361190796 (2.0286644159908005) | > loss_feat: 6.827836990356445 (7.0082249456728) | > loss_mel: 16.809789657592773 (16.968937386929127) | > loss_duration: 2.1352291107177734 (2.029837267079823) | > loss_1: 30.293973922729492 (30.527566191176295) | > grad_norm_1: tensor(440.4859, device='cuda:0') (tensor(193.6890, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.4482 (0.39197257371015953) | > loader_time: 0.0069 (0.004618721948543064)  --> TIME: 2024-06-12 09:06:31 -- STEP: 309/330 -- GLOBAL_STEP: 399500 | > loss_disc: 2.425008773803711 (2.3671484533637113) | > loss_disc_real_0: 0.17789888381958008 (0.11779799249662165) | > loss_disc_real_1: 0.2220202535390854 (0.1968381619472719) | > loss_disc_real_2: 0.23054830729961395 (0.21120757882070387) | > loss_disc_real_3: 0.2660576105117798 (0.22911606285371441) | > loss_disc_real_4: 0.273526668548584 (0.23247222124951558) | > loss_disc_real_5: 0.24698154628276825 (0.2221655611274312) | > loss_0: 2.425008773803711 (2.3671484533637113) | > grad_norm_0: tensor(18.7176, device='cuda:0') (tensor(15.2954, device='cuda:0')) | > loss_gen: 2.453399419784546 (2.4879202989312814) | > loss_kl: 2.096794843673706 (2.034418592561022) | > loss_feat: 7.071393966674805 (7.0123484234979605) | > loss_mel: 16.30052375793457 (16.92463674514422) | > loss_duration: 2.2233362197875977 (2.04209860898916) | > loss_1: 30.14544677734375 (30.501422647519405) | > grad_norm_1: tensor(114.3329, device='cuda:0') (tensor(199.3802, device='cuda:0')) | > current_lr_0: 0.0001777601196067785 | > current_lr_1: 0.0001777601196067785 | > step_time: 0.5048 (0.3997089145253007) | > loader_time: 0.0079 (0.004818596114618493) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_399500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5082406997680664 (2.5082406997680664) | > loss_disc_real_0: 0.0887569934129715 (0.0887569934129715) | > loss_disc_real_1: 0.21660925447940826 (0.21660925447940826) | > loss_disc_real_2: 0.29738470911979675 (0.29738470911979675) | > loss_disc_real_3: 0.3144887685775757 (0.3144887685775757) | > loss_disc_real_4: 0.2692684829235077 (0.2692684829235077) | > loss_disc_real_5: 0.3251534700393677 (0.3251534700393677) | > loss_0: 2.5082406997680664 (2.5082406997680664) | > loss_gen: 2.581796407699585 (2.581796407699585) | > loss_kl: 2.8651342391967773 (2.8651342391967773) | > loss_feat: 5.720736026763916 (5.720736026763916) | > loss_mel: 14.776418685913086 (14.776418685913086) | > loss_duration: 3.1556053161621094 (3.1556053161621094) | > loss_1: 29.09969139099121 (29.09969139099121)  --> STEP: 1 | > loss_disc: 2.1735336780548096 (2.1735336780548096) | > loss_disc_real_0: 0.056355781853199005 (0.056355781853199005) | > loss_disc_real_1: 0.2207529991865158 (0.2207529991865158) | > loss_disc_real_2: 0.19739891588687897 (0.19739891588687897) | > loss_disc_real_3: 0.1833324283361435 (0.1833324283361435) | > loss_disc_real_4: 0.17338652908802032 (0.17338652908802032) | > loss_disc_real_5: 0.15977606177330017 (0.15977606177330017) | > loss_0: 2.1735336780548096 (2.1735336780548096) | > loss_gen: 2.4047656059265137 (2.4047656059265137) | > loss_kl: 3.1759490966796875 (3.1759490966796875) | > loss_feat: 6.521027565002441 (6.521027565002441) | > loss_mel: 18.009180068969727 (18.009180068969727) | > loss_duration: 2.547682762145996 (2.547682762145996) | > loss_1: 32.658607482910156 (32.658607482910156)  --> STEP: 2 | > loss_disc: 2.2938766479492188 (2.233705163002014) | > loss_disc_real_0: 0.05078192800283432 (0.05356885492801666) | > loss_disc_real_1: 0.29394617676734924 (0.2573495879769325) | > loss_disc_real_2: 0.24629399180412292 (0.22184645384550095) | > loss_disc_real_3: 0.23177695274353027 (0.20755469053983688) | > loss_disc_real_4: 0.23434405028820038 (0.20386528968811035) | > loss_disc_real_5: 0.2516934871673584 (0.20573477447032928) | > loss_0: 2.2938766479492188 (2.233705163002014) | > loss_gen: 2.6097278594970703 (2.507246732711792) | > loss_kl: 2.924351930618286 (3.050150513648987) | > loss_feat: 7.288718223571777 (6.904872894287109) | > loss_mel: 18.49614906311035 (18.25266456604004) | > loss_duration: 2.4738478660583496 (2.510765314102173) | > loss_1: 33.79279327392578 (33.22570037841797)  --> STEP: 3 | > loss_disc: 2.3952364921569824 (2.2875489393870034) | > loss_disc_real_0: 0.13352340459823608 (0.08022037148475647) | > loss_disc_real_1: 0.2410432994365692 (0.2519141584634781) | > loss_disc_real_2: 0.2568967938423157 (0.23352990051110586) | > loss_disc_real_3: 0.21211138367652893 (0.20907358825206757) | > loss_disc_real_4: 0.2290131002664566 (0.21224789321422577) | > loss_disc_real_5: 0.22376583516597748 (0.21174512803554535) | > loss_0: 2.3952364921569824 (2.2875489393870034) | > loss_gen: 2.401949644088745 (2.4721477031707764) | > loss_kl: 3.118853807449341 (3.073051611582438) | > loss_feat: 6.537738800048828 (6.782494862874349) | > loss_mel: 16.801618576049805 (17.76898256937663) | > loss_duration: 2.4461967945098877 (2.4892424742380777) | > loss_1: 31.30635643005371 (32.58591906229655)  --> STEP: 4 | > loss_disc: 2.8011155128479004 (2.415940582752228) | > loss_disc_real_0: 0.1426566243171692 (0.09582943469285965) | > loss_disc_real_1: 0.3209249675273895 (0.26916686072945595) | > loss_disc_real_2: 0.20143479108810425 (0.22550612315535545) | > loss_disc_real_3: 0.23463881015777588 (0.21546489372849464) | > loss_disc_real_4: 0.20908474922180176 (0.21145710721611977) | > loss_disc_real_5: 0.28757938742637634 (0.2307036928832531) | > loss_0: 2.8011155128479004 (2.415940582752228) | > loss_gen: 1.9461833238601685 (2.3406566083431244) | > loss_kl: 4.192469596862793 (3.352906107902527) | > loss_feat: 3.90452241897583 (6.063001751899719) | > loss_mel: 16.304277420043945 (17.402806282043457) | > loss_duration: 2.4225902557373047 (2.4725794196128845) | > loss_1: 28.770044326782227 (31.63195037841797)  --> STEP: 5 | > loss_disc: 2.4671831130981445 (2.426189088821411) | > loss_disc_real_0: 0.10478530824184418 (0.09762060940265656) | > loss_disc_real_1: 0.22874680161476135 (0.261082848906517) | > loss_disc_real_2: 0.20413240790367126 (0.2212313801050186) | > loss_disc_real_3: 0.27559223771095276 (0.22749036252498628) | > loss_disc_real_4: 0.22374820709228516 (0.21391532719135284) | > loss_disc_real_5: 0.22207383811473846 (0.22897772192955018) | > loss_0: 2.4671831130981445 (2.426189088821411) | > loss_gen: 2.1685094833374023 (2.30622718334198) | > loss_kl: 2.9944097995758057 (3.2812068462371826) | > loss_feat: 4.998473167419434 (5.850096035003662) | > loss_mel: 16.946924209594727 (17.311629867553712) | > loss_duration: 2.3251571655273438 (2.4430949687957764) | > loss_1: 29.433475494384766 (31.192255401611327)  --> STEP: 6 | > loss_disc: 2.508357524871826 (2.439883828163147) | > loss_disc_real_0: 0.14141793549060822 (0.1049201637506485) | > loss_disc_real_1: 0.28901007771492004 (0.2657373870412509) | > loss_disc_real_2: 0.3864215016365051 (0.24876306702693304) | > loss_disc_real_3: 0.24995195865631104 (0.23123396188020706) | > loss_disc_real_4: 0.20050635933876038 (0.21168049921592078) | > loss_disc_real_5: 0.2124999761581421 (0.22623143096764883) | > loss_0: 2.508357524871826 (2.439883828163147) | > loss_gen: 2.595445156097412 (2.3544301788012185) | > loss_kl: 3.402383804321289 (3.301403005917867) | > loss_feat: 6.6009087562561035 (5.975231488545735) | > loss_mel: 18.407835006713867 (17.494330724080402) | > loss_duration: 2.2129311561584473 (2.4047343333562217) | > loss_1: 33.219505310058594 (31.53013038635254)  --> STEP: 7 | > loss_disc: 2.1255316734313965 (2.3949763774871826) | > loss_disc_real_0: 0.06439001858234406 (0.09913014301231929) | > loss_disc_real_1: 0.23749573528766632 (0.26170286536216736) | > loss_disc_real_2: 0.19914093613624573 (0.24167419118540628) | > loss_disc_real_3: 0.2102474868297577 (0.22823589401585714) | > loss_disc_real_4: 0.1852884292602539 (0.20791020350796835) | > loss_disc_real_5: 0.21141624450683594 (0.22411497575896128) | > loss_0: 2.1255316734313965 (2.3949763774871826) | > loss_gen: 2.4759914875030518 (2.3717960800443376) | > loss_kl: 4.538297176361084 (3.4781021731240407) | > loss_feat: 7.188615798950195 (6.148572104317801) | > loss_mel: 19.103816986083984 (17.72425733293806) | > loss_duration: 2.5627198219299316 (2.4273036888667514) | > loss_1: 35.869441986083984 (32.15003204345703)  --> STEP: 8 | > loss_disc: 2.7101292610168457 (2.4343704879283905) | > loss_disc_real_0: 0.15054954588413239 (0.10555756837129593) | > loss_disc_real_1: 0.27770790457725525 (0.26370349526405334) | > loss_disc_real_2: 0.23483583331108093 (0.2408193964511156) | > loss_disc_real_3: 0.2771012485027313 (0.23434406332671642) | > loss_disc_real_4: 0.2346460372209549 (0.21125218272209167) | > loss_disc_real_5: 0.2860959768295288 (0.2318626008927822) | > loss_0: 2.7101292610168457 (2.4343704879283905) | > loss_gen: 2.19311261177063 (2.349460646510124) | > loss_kl: 3.397810697555542 (3.4680657386779785) | > loss_feat: 8.05383014678955 (6.38672935962677) | > loss_mel: 16.600543975830078 (17.58379316329956) | > loss_duration: 2.2711751461029053 (2.4077876210212708) | > loss_1: 32.51647186279297 (32.19583702087402)  --> STEP: 9 | > loss_disc: 2.5305557250976562 (2.4450577365027533) | > loss_disc_real_0: 0.13289159536361694 (0.10859468248155382) | > loss_disc_real_1: 0.28805050253868103 (0.2664087182945675) | > loss_disc_real_2: 0.20011790096759796 (0.2362970080640581) | > loss_disc_real_3: 0.2711847424507141 (0.2384374721182717) | > loss_disc_real_4: 0.2660391330718994 (0.2173396216498481) | > loss_disc_real_5: 0.3698459565639496 (0.24719408485624525) | > loss_0: 2.5305557250976562 (2.4450577365027533) | > loss_gen: 2.581561326980591 (2.3752496110068426) | > loss_kl: 3.856306314468384 (3.511203580432468) | > loss_feat: 7.809473514556885 (6.544812043507894) | > loss_mel: 17.119417190551758 (17.532195832994248) | > loss_duration: 2.2289681434631348 (2.387918790181478) | > loss_1: 33.59572982788086 (32.35138066609701)  --> STEP: 10 | > loss_disc: 2.367598056793213 (2.4373117685317993) | > loss_disc_real_0: 0.1508644074201584 (0.11282165497541427) | > loss_disc_real_1: 0.2706120014190674 (0.2668290466070175) | > loss_disc_real_2: 0.20319412648677826 (0.2329867199063301) | > loss_disc_real_3: 0.22347183525562286 (0.23694090843200682) | > loss_disc_real_4: 0.23946642875671387 (0.21955230236053466) | > loss_disc_real_5: 0.24094223976135254 (0.246568900346756) | > loss_0: 2.367598056793213 (2.4373117685317993) | > loss_gen: 2.555609703063965 (2.3932856202125548) | > loss_kl: 3.0150146484375 (3.461584687232971) | > loss_feat: 6.517043590545654 (6.54203519821167) | > loss_mel: 18.188390731811523 (17.597815322875977) | > loss_duration: 2.3839142322540283 (2.3875183343887327) | > loss_1: 32.65997314453125 (32.38223991394043)  --> STEP: 11 | > loss_disc: 2.4588985443115234 (2.4392742026935923) | > loss_disc_real_0: 0.11085154861211777 (0.11264255439693277) | > loss_disc_real_1: 0.22429431974887848 (0.2629622532562776) | > loss_disc_real_2: 0.2543672025203705 (0.23493040014397015) | > loss_disc_real_3: 0.2394828200340271 (0.23717199130491776) | > loss_disc_real_4: 0.2854768633842468 (0.22554544427178122) | > loss_disc_real_5: 0.3477095067501068 (0.2557635009288788) | > loss_0: 2.4588985443115234 (2.4392742026935923) | > loss_gen: 2.4615674018859863 (2.3994930549101396) | > loss_kl: 4.206707954406738 (3.52932316606695) | > loss_feat: 5.921879768371582 (6.485657431862571) | > loss_mel: 17.009546279907227 (17.544336318969727) | > loss_duration: 2.5968756675720215 (2.406550819223577) | > loss_1: 32.19657516479492 (32.36536130038175)  --> STEP: 12 | > loss_disc: 2.401193857192993 (2.4361008405685425) | > loss_disc_real_0: 0.09927542507648468 (0.1115286269535621) | > loss_disc_real_1: 0.18310843408107758 (0.25630776832501095) | > loss_disc_real_2: 0.26672297716140747 (0.23757978156208992) | > loss_disc_real_3: 0.22721518576145172 (0.23634225750962892) | > loss_disc_real_4: 0.24111609160900116 (0.22684299821654955) | > loss_disc_real_5: 0.26583805680274963 (0.25660304725170135) | > loss_0: 2.401193857192993 (2.4361008405685425) | > loss_gen: 2.2911317348480225 (2.390462944904963) | > loss_kl: 2.215282440185547 (3.4198197722434998) | > loss_feat: 5.817342281341553 (6.429964502652486) | > loss_mel: 16.658447265625 (17.470512231190998) | > loss_duration: 2.303175449371338 (2.397936205069224) | > loss_1: 29.28537940979004 (32.108696142832436)  --> STEP: 13 | > loss_disc: 2.4053266048431396 (2.4337335916665883) | > loss_disc_real_0: 0.1374635100364685 (0.11352361795993951) | > loss_disc_real_1: 0.2040112167596817 (0.2522849566661395) | > loss_disc_real_2: 0.22105783224105835 (0.23630886238354903) | > loss_disc_real_3: 0.253966361284256 (0.23769795779998487) | > loss_disc_real_4: 0.21835030615329742 (0.22618971421168402) | > loss_disc_real_5: 0.24647000432014465 (0.2558235824108124) | > loss_0: 2.4053266048431396 (2.4337335916665883) | > loss_gen: 2.396946668624878 (2.390961692883418) | > loss_kl: 3.5117647647857666 (3.4268924639775205) | > loss_feat: 7.259692668914795 (6.493789746211125) | > loss_mel: 13.468083381652832 (17.16263308891883) | > loss_duration: 2.2943966388702393 (2.3899716230539174) | > loss_1: 28.930883407592773 (31.864249009352463)  --> STEP: 14 | > loss_disc: 2.7287449836730957 (2.4548058339527676) | > loss_disc_real_0: 0.19807761907577515 (0.1195631894682135) | > loss_disc_real_1: 0.3307000696659088 (0.257886036166123) | > loss_disc_real_2: 0.2424161434173584 (0.23674509674310684) | > loss_disc_real_3: 0.23654606938362122 (0.23761568005595887) | > loss_disc_real_4: 0.22453342378139496 (0.22607140775237763) | > loss_disc_real_5: 0.2991168797016144 (0.2589159607887268) | > loss_0: 2.7287449836730957 (2.4548058339527676) | > loss_gen: 2.2409586906433105 (2.3802471927234103) | > loss_kl: 3.9329471588134766 (3.4630392278943742) | > loss_feat: 5.670222759246826 (6.434963532856533) | > loss_mel: 17.977750778198242 (17.22085578101022) | > loss_duration: 2.4454097747802734 (2.3939314910343716) | > loss_1: 32.26728820800781 (31.89303752354213)  --> STEP: 15 | > loss_disc: 2.4055776596069336 (2.451523955663045) | > loss_disc_real_0: 0.14998623728752136 (0.12159139265616735) | > loss_disc_real_1: 0.2272157371044159 (0.25584134956200916) | > loss_disc_real_2: 0.18979500234127045 (0.2336150904496511) | > loss_disc_real_3: 0.30307063460350037 (0.24197934369246166) | > loss_disc_real_4: 0.1921861618757248 (0.2238123913606008) | > loss_disc_real_5: 0.1931995302438736 (0.25453486541906994) | > loss_0: 2.4055776596069336 (2.451523955663045) | > loss_gen: 2.2246744632720947 (2.369875677426656) | > loss_kl: 2.9320523738861084 (3.427640104293823) | > loss_feat: 7.128041744232178 (6.481168746948242) | > loss_mel: 18.102344512939453 (17.27962169647217) | > loss_duration: 2.4430360794067383 (2.397205130259196) | > loss_1: 32.83014678955078 (31.955511474609374)  --> STEP: 16 | > loss_disc: 2.38334321975708 (2.4472626596689224) | > loss_disc_real_0: 0.10240348428487778 (0.12039214838296175) | > loss_disc_real_1: 0.2504481375217438 (0.2555042738094926) | > loss_disc_real_2: 0.1872985064983368 (0.23072030395269394) | > loss_disc_real_3: 0.24804610013961792 (0.24235851597040892) | > loss_disc_real_4: 0.277172714471817 (0.2271474115550518) | > loss_disc_real_5: 0.30968669056892395 (0.2579818544909358) | > loss_0: 2.38334321975708 (2.4472626596689224) | > loss_gen: 2.5000975131988525 (2.3780145421624184) | > loss_kl: 3.1805429458618164 (3.412196531891823) | > loss_feat: 6.888540267944336 (6.506629467010498) | > loss_mel: 15.611995697021484 (17.1753950715065) | > loss_duration: 2.398613691329956 (2.3972931653261185) | > loss_1: 30.579790115356445 (31.869528889656067)  --> STEP: 17 | > loss_disc: 2.5296735763549805 (2.452110360650455) | > loss_disc_real_0: 0.08989237248897552 (0.11859804391860962) | > loss_disc_real_1: 0.3829949200153351 (0.26300372358630686) | > loss_disc_real_2: 0.30329790711402893 (0.2349895747268901) | > loss_disc_real_3: 0.23965689539909363 (0.2421995971132727) | > loss_disc_real_4: 0.3012353181838989 (0.23150552370968988) | > loss_disc_real_5: 0.34925681352615356 (0.2633509697283016) | > loss_0: 2.5296735763549805 (2.452110360650455) | > loss_gen: 2.7799649238586426 (2.4016586822621964) | > loss_kl: 2.1510651111602783 (3.33801233067232) | > loss_feat: 7.72982931137085 (6.578582399031696) | > loss_mel: 17.077001571655273 (17.169607218574075) | > loss_duration: 2.4448046684265137 (2.4000879596261417) | > loss_1: 32.18266677856445 (31.887948765474206)  --> STEP: 18 | > loss_disc: 2.447197437286377 (2.451837420463562) | > loss_disc_real_0: 0.058736652135849 (0.11527241104178959) | > loss_disc_real_1: 0.2111417055130005 (0.26012250036001205) | > loss_disc_real_2: 0.129416361451149 (0.22912439621157116) | > loss_disc_real_3: 0.2101828157901764 (0.24042088703976738) | > loss_disc_real_4: 0.20637594163417816 (0.2301094358166059) | > loss_disc_real_5: 0.3087710440158844 (0.26587430718872285) | > loss_0: 2.447197437286377 (2.451837420463562) | > loss_gen: 2.0502068996429443 (2.3821335832277932) | > loss_kl: 3.348127841949463 (3.3385743035210504) | > loss_feat: 8.357793807983398 (6.677427477306789) | > loss_mel: 18.52573013305664 (17.244947380489773) | > loss_duration: 2.2984492778778076 (2.3944413661956787) | > loss_1: 34.58030700683594 (32.03752422332764)  --> STEP: 19 | > loss_disc: 2.7122836112976074 (2.4655451147179854) | > loss_disc_real_0: 0.15215709805488586 (0.11721371035826833) | > loss_disc_real_1: 0.21580566465854645 (0.2577900353230928) | > loss_disc_real_2: 0.24058908224105835 (0.2297278007394389) | > loss_disc_real_3: 0.26197588443756104 (0.24155536058701968) | > loss_disc_real_4: 0.21557371318340302 (0.22934439778327942) | > loss_disc_real_5: 0.20647183060646057 (0.2627478610528143) | > loss_0: 2.7122836112976074 (2.4655451147179854) | > loss_gen: 2.251572847366333 (2.3752619655508744) | > loss_kl: 2.2041313648223877 (3.278866780431647) | > loss_feat: 10.480937004089355 (6.877612189242714) | > loss_mel: 17.342796325683594 (17.25009732497366) | > loss_duration: 2.433091163635254 (2.3964755660609196) | > loss_1: 34.712528228759766 (32.17831390782406)  --> STEP: 20 | > loss_disc: 2.4232163429260254 (2.4634286761283875) | > loss_disc_real_0: 0.10846324265003204 (0.11677618697285652) | > loss_disc_real_1: 0.18485675752162933 (0.2541433714330196) | > loss_disc_real_2: 0.2638692855834961 (0.23143487498164178) | > loss_disc_real_3: 0.24156449735164642 (0.241555817425251) | > loss_disc_real_4: 0.29177895188331604 (0.23246612548828124) | > loss_disc_real_5: 0.31800246238708496 (0.2655105911195278) | > loss_0: 2.4232163429260254 (2.4634286761283875) | > loss_gen: 2.4598615169525146 (2.3794919431209562) | > loss_kl: 2.5239198207855225 (3.2411194324493406) | > loss_feat: 5.1933441162109375 (6.793398785591125) | > loss_mel: 18.107500076293945 (17.29296746253967) | > loss_duration: 2.343263626098633 (2.393814969062805) | > loss_1: 30.62788963317871 (32.100792694091794)  --> STEP: 21 | > loss_disc: 2.4046812057495117 (2.460631177538917) | > loss_disc_real_0: 0.10542139410972595 (0.11623548255080268) | > loss_disc_real_1: 0.2499549686908722 (0.2539439236833936) | > loss_disc_real_2: 0.23410676419734955 (0.23156210780143738) | > loss_disc_real_3: 0.21497778594493866 (0.24029019687856948) | > loss_disc_real_4: 0.19158904254436493 (0.23051959772904715) | > loss_disc_real_5: 0.15254712104797363 (0.26013137825897764) | > loss_0: 2.4046812057495117 (2.460631177538917) | > loss_gen: 1.9962823390960693 (2.361243866738819) | > loss_kl: 3.0665431022644043 (3.2328062738691057) | > loss_feat: 4.401940822601318 (6.679519834972563) | > loss_mel: 12.741548538208008 (17.076233228047688) | > loss_duration: 2.2142019271850586 (2.385261967068627) | > loss_1: 24.420516967773438 (31.735065278552828)  --> STEP: 22 | > loss_disc: 2.1264538764953613 (2.4454413002187554) | > loss_disc_real_0: 0.07246284186840057 (0.11424581706523895) | > loss_disc_real_1: 0.20537419617176056 (0.25173620879650116) | > loss_disc_real_2: 0.15660527348518372 (0.2281549789688804) | > loss_disc_real_3: 0.201959490776062 (0.2385478920557282) | > loss_disc_real_4: 0.21468637883663177 (0.22979990596121008) | > loss_disc_real_5: 0.22020596265792847 (0.25831658664074814) | > loss_0: 2.1264538764953613 (2.4454413002187554) | > loss_gen: 2.5233819484710693 (2.3686137795448303) | > loss_kl: 2.694826602935791 (3.208352652463046) | > loss_feat: 7.949381351470947 (6.737240812995217) | > loss_mel: 17.33077621459961 (17.08780336380005) | > loss_duration: 2.218090057373047 (2.377663243900646) | > loss_1: 32.716453552246094 (31.779673836447976)  --> STEP: 23 | > loss_disc: 2.4171063899993896 (2.4442093476005224) | > loss_disc_real_0: 0.11808712035417557 (0.11441283025171446) | > loss_disc_real_1: 0.310053288936615 (0.2542717340199844) | > loss_disc_real_2: 0.179152250289917 (0.2260244255480559) | > loss_disc_real_3: 0.22031308710575104 (0.23775507444920746) | > loss_disc_real_4: 0.19452810287475586 (0.22826634930527728) | > loss_disc_real_5: 0.250426709651947 (0.2579735485108003) | > loss_0: 2.4171063899993896 (2.4442093476005224) | > loss_gen: 2.4359776973724365 (2.371542645537335) | > loss_kl: 3.198044776916504 (3.2079044839610225) | > loss_feat: 7.526307582855225 (6.771548063858695) | > loss_mel: 16.975570678710938 (17.082923681839652) | > loss_duration: 2.3045668601989746 (2.374485140261443) | > loss_1: 32.440467834472656 (31.808404010275137)  --> STEP: 24 | > loss_disc: 2.320500135421753 (2.439054797093074) | > loss_disc_real_0: 0.1533171683549881 (0.11603384433935086) | > loss_disc_real_1: 0.21111799776554108 (0.25247366167604923) | > loss_disc_real_2: 0.19907110929489136 (0.22490137070417404) | > loss_disc_real_3: 0.20522800087928772 (0.23639977971712747) | > loss_disc_real_4: 0.22985932230949402 (0.22833272318045297) | > loss_disc_real_5: 0.27101898193359375 (0.25851710823675) | > loss_0: 2.320500135421753 (2.439054797093074) | > loss_gen: 2.5146098136901855 (2.3775037775437036) | > loss_kl: 2.8144099712371826 (3.191508879264196) | > loss_feat: 6.657835483551025 (6.76681003967921) | > loss_mel: 17.3320255279541 (17.093302925427754) | > loss_duration: 2.4634957313537598 (2.3781939148902893) | > loss_1: 31.782377243041992 (31.807319561640423)  --> STEP: 25 | > loss_disc: 2.5754220485687256 (2.4445094871521) | > loss_disc_real_0: 0.15515436232089996 (0.11759866505861283) | > loss_disc_real_1: 0.3120562732219696 (0.25485696613788605) | > loss_disc_real_2: 0.24920514225959778 (0.22587352156639098) | > loss_disc_real_3: 0.21857032179832458 (0.23568660140037537) | > loss_disc_real_4: 0.24111633002758026 (0.22884406745433808) | > loss_disc_real_5: 0.2720388174057007 (0.25905797660350804) | > loss_0: 2.5754220485687256 (2.4445094871521) | > loss_gen: 2.296708822250366 (2.3742719793319704) | > loss_kl: 3.051255941390991 (3.1858987617492676) | > loss_feat: 5.064004421234131 (6.698697814941406) | > loss_mel: 12.351617813110352 (16.903635520935058) | > loss_duration: 2.41837215423584 (2.379801044464111) | > loss_1: 25.181957244873047 (31.542305068969725)  --> STEP: 26 | > loss_disc: 2.0351648330688477 (2.428765461995052) | > loss_disc_real_0: 0.11223874986171722 (0.11739251447411683) | > loss_disc_real_1: 0.21189840137958527 (0.25320471364718217) | > loss_disc_real_2: 0.09933219850063324 (0.22100654760232338) | > loss_disc_real_3: 0.1808256357908249 (0.2335765642615465) | > loss_disc_real_4: 0.0972299873828888 (0.22378198745159003) | > loss_disc_real_5: 0.13603724539279938 (0.2543264100184808) | > loss_0: 2.0351648330688477 (2.428765461995052) | > loss_gen: 2.5246927738189697 (2.3800573945045476) | > loss_kl: 2.087657928466797 (3.1436587296999416) | > loss_feat: 18.837461471557617 (7.165573340195876) | > loss_mel: 19.567317962646484 (17.006084845616268) | > loss_duration: 2.335801601409912 (2.3781087581927958) | > loss_1: 45.35293197631836 (32.07348302694467) --> EVAL PERFORMANCE | > avg_loader_time: 0.002453574767479529 (-5.417603712815555e-05) | > avg_loss_disc: 2.428765461995052 (+0.0447966410563545) | > avg_loss_disc_real_0: 0.11739251447411683 (-8.531301640547773e-05) | > avg_loss_disc_real_1: 0.25320471364718217 (+0.00903812050819397) | > avg_loss_disc_real_2: 0.22100654760232338 (-0.018692899208802433) | > avg_loss_disc_real_3: 0.2335765642615465 (-0.014531673147128249) | > avg_loss_disc_real_4: 0.22378198745159003 (+0.0005786332946557393) | > avg_loss_disc_real_5: 0.2543264100184808 (+0.0133668138430669) | > avg_loss_0: 2.428765461995052 (+0.0447966410563545) | > avg_loss_gen: 2.3800573945045476 (-0.05375054707893945) | > avg_loss_kl: 3.1436587296999416 (-0.004816156167250618) | > avg_loss_feat: 7.165573340195876 (+0.46077634738041784) | > avg_loss_mel: 17.006084845616268 (+0.10926437377929688) | > avg_loss_duration: 2.3781087581927958 (+0.013230653909536816) | > avg_loss_1: 32.07348302694467 (+0.5247048598069313)  > EPOCH: 944/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:07:07)   --> TIME: 2024-06-12 09:07:10 -- STEP: 4/330 -- GLOBAL_STEP: 399525 | > loss_disc: 2.1999363899230957 (2.2624679803848267) | > loss_disc_real_0: 0.096075639128685 (0.09855365194380283) | > loss_disc_real_1: 0.17959120869636536 (0.20850121602416039) | > loss_disc_real_2: 0.18290457129478455 (0.19115496799349785) | > loss_disc_real_3: 0.1890697330236435 (0.2120080441236496) | > loss_disc_real_4: 0.22565580904483795 (0.23549391329288483) | > loss_disc_real_5: 0.22295576333999634 (0.22702079266309738) | > loss_0: 2.1999363899230957 (2.2624679803848267) | > grad_norm_0: tensor(6.9752, device='cuda:0') (tensor(9.4152, device='cuda:0')) | > loss_gen: 2.607434034347534 (2.5817193388938904) | > loss_kl: 1.6596779823303223 (2.0673828721046448) | > loss_feat: 7.311765670776367 (7.082584619522095) | > loss_mel: 17.730661392211914 (17.6993465423584) | > loss_duration: 2.119610071182251 (2.13762766122818) | > loss_1: 31.429147720336914 (31.568660736083984) | > grad_norm_1: tensor(95.2395, device='cuda:0') (tensor(121.8794, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3576 (0.386238157749176) | > loader_time: 0.0039 (0.0033246874809265137)  --> TIME: 2024-06-12 09:07:19 -- STEP: 29/330 -- GLOBAL_STEP: 399550 | > loss_disc: 2.4052541255950928 (2.318565952366796) | > loss_disc_real_0: 0.09239785373210907 (0.10109651319939517) | > loss_disc_real_1: 0.21872292459011078 (0.19535128823642073) | > loss_disc_real_2: 0.21380671858787537 (0.20768655528282298) | > loss_disc_real_3: 0.26282501220703125 (0.22537850665635076) | > loss_disc_real_4: 0.25625181198120117 (0.2305754186778233) | > loss_disc_real_5: 0.22123658657073975 (0.22115843357711001) | > loss_0: 2.4052541255950928 (2.318565952366796) | > grad_norm_0: tensor(9.0758, device='cuda:0') (tensor(10.4889, device='cuda:0')) | > loss_gen: 2.56082820892334 (2.5274277391104865) | > loss_kl: 1.9527114629745483 (1.926387540225325) | > loss_feat: 6.556355953216553 (7.007063240840517) | > loss_mel: 17.685834884643555 (17.23346486584893) | > loss_duration: 1.9702743291854858 (2.002593879042) | > loss_1: 30.726003646850586 (30.696937166411303) | > grad_norm_1: tensor(197.2544, device='cuda:0') (tensor(130.5782, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3707 (0.36901293951889563) | > loader_time: 0.0032 (0.0033042677517594963)  --> TIME: 2024-06-12 09:07:29 -- STEP: 54/330 -- GLOBAL_STEP: 399575 | > loss_disc: 2.32845401763916 (2.3237937688827524) | > loss_disc_real_0: 0.11459425091743469 (0.10337460868888432) | > loss_disc_real_1: 0.17374028265476227 (0.19441299057669112) | > loss_disc_real_2: 0.2038975954055786 (0.20745474872765718) | > loss_disc_real_3: 0.21073004603385925 (0.22510771398191098) | > loss_disc_real_4: 0.2349851131439209 (0.2328160027111018) | > loss_disc_real_5: 0.19517220556735992 (0.2200731599220523) | > loss_0: 2.32845401763916 (2.3237937688827524) | > grad_norm_0: tensor(5.2052, device='cuda:0') (tensor(11.7189, device='cuda:0')) | > loss_gen: 2.4370439052581787 (2.5232737550029047) | > loss_kl: 2.0496840476989746 (1.9589366934917591) | > loss_feat: 7.706243991851807 (7.01698566366125) | > loss_mel: 17.62639617919922 (17.173858607256847) | > loss_duration: 1.9706580638885498 (1.9829130570093787) | > loss_1: 31.79002571105957 (30.655967712402344) | > grad_norm_1: tensor(61.8646, device='cuda:0') (tensor(153.1877, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3615 (0.36979134877522785) | > loader_time: 0.0035 (0.0034263487215395326)  --> TIME: 2024-06-12 09:07:39 -- STEP: 79/330 -- GLOBAL_STEP: 399600 | > loss_disc: 2.36686372756958 (2.3324016377895687) | > loss_disc_real_0: 0.09510199725627899 (0.10463222672667684) | > loss_disc_real_1: 0.20936420559883118 (0.19466934796375568) | > loss_disc_real_2: 0.22406862676143646 (0.20867592869680138) | > loss_disc_real_3: 0.2360418438911438 (0.22658087747006478) | > loss_disc_real_4: 0.21310506761074066 (0.2327864545432827) | > loss_disc_real_5: 0.2485019564628601 (0.22196345653715013) | > loss_0: 2.36686372756958 (2.3324016377895687) | > grad_norm_0: tensor(13.2964, device='cuda:0') (tensor(11.2879, device='cuda:0')) | > loss_gen: 2.403697967529297 (2.510383793070346) | > loss_kl: 1.9567995071411133 (1.961374065544032) | > loss_feat: 6.163754463195801 (7.038793726812435) | > loss_mel: 15.909721374511719 (17.147114838225924) | > loss_duration: 1.9527356624603271 (1.9749543425403064) | > loss_1: 28.386709213256836 (30.632620582097694) | > grad_norm_1: tensor(198.8110, device='cuda:0') (tensor(143.1705, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3909 (0.3762745102749595) | > loader_time: 0.0034 (0.0035456403901305378)  --> TIME: 2024-06-12 09:07:48 -- STEP: 104/330 -- GLOBAL_STEP: 399625 | > loss_disc: 2.2566745281219482 (2.3365878141843344) | > loss_disc_real_0: 0.09713186323642731 (0.10688148768475422) | > loss_disc_real_1: 0.215371236205101 (0.19466170482337478) | > loss_disc_real_2: 0.2090127319097519 (0.20945991862278718) | > loss_disc_real_3: 0.20731955766677856 (0.22714872328707805) | > loss_disc_real_4: 0.22935213148593903 (0.23192568782430428) | > loss_disc_real_5: 0.23387467861175537 (0.2215029542835859) | > loss_0: 2.2566745281219482 (2.3365878141843344) | > grad_norm_0: tensor(6.9985, device='cuda:0') (tensor(10.9029, device='cuda:0')) | > loss_gen: 2.6371185779571533 (2.5055250410850216) | > loss_kl: 1.991721272468567 (1.9746520874591975) | > loss_feat: 7.751138687133789 (7.0466356415015) | > loss_mel: 17.683774948120117 (17.155496138792774) | > loss_duration: 2.0343523025512695 (1.9779167461853762) | > loss_1: 32.098106384277344 (30.660225538107063) | > grad_norm_1: tensor(256.3931, device='cuda:0') (tensor(141.6938, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3626 (0.37518787384033203) | > loader_time: 0.0037 (0.0036160005972935604)  --> TIME: 2024-06-12 09:07:58 -- STEP: 129/330 -- GLOBAL_STEP: 399650 | > loss_disc: 2.3125720024108887 (2.336586275766061) | > loss_disc_real_0: 0.09582165628671646 (0.1077431268239206) | > loss_disc_real_1: 0.19114939868450165 (0.19413845552954564) | > loss_disc_real_2: 0.18791085481643677 (0.20939255846563234) | > loss_disc_real_3: 0.19987812638282776 (0.22704365861046222) | > loss_disc_real_4: 0.24627700448036194 (0.2323572203632473) | > loss_disc_real_5: 0.23330610990524292 (0.2218240910722304) | > loss_0: 2.3125720024108887 (2.336586275766061) | > grad_norm_0: tensor(8.8610, device='cuda:0') (tensor(10.7692, device='cuda:0')) | > loss_gen: 2.455444097518921 (2.5017981418343465) | > loss_kl: 1.8401193618774414 (1.9847770439561947) | > loss_feat: 6.713308334350586 (7.025861226311026) | > loss_mel: 17.343624114990234 (17.127260015916455) | > loss_duration: 1.9796788692474365 (1.9809896474660829) | > loss_1: 30.332176208496094 (30.62068599139073) | > grad_norm_1: tensor(92.2525, device='cuda:0') (tensor(135.5188, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3867 (0.3757922723311786) | > loader_time: 0.0042 (0.0037064681681551674)  --> TIME: 2024-06-12 09:08:08 -- STEP: 154/330 -- GLOBAL_STEP: 399675 | > loss_disc: 2.388007640838623 (2.3522589485366607) | > loss_disc_real_0: 0.15543979406356812 (0.10956117036667737) | > loss_disc_real_1: 0.16996532678604126 (0.19542629920042953) | > loss_disc_real_2: 0.24107402563095093 (0.21073135956154238) | > loss_disc_real_3: 0.2473325878381729 (0.22860810354158476) | > loss_disc_real_4: 0.2370479553937912 (0.23342192501990827) | > loss_disc_real_5: 0.24529941380023956 (0.2233446632306297) | > loss_0: 2.388007640838623 (2.3522589485366607) | > grad_norm_0: tensor(8.3879, device='cuda:0') (tensor(10.5314, device='cuda:0')) | > loss_gen: 2.401742458343506 (2.4895521448804168) | > loss_kl: 1.885091781616211 (1.9890495825123478) | > loss_feat: 6.764878273010254 (6.9876403994374465) | > loss_mel: 17.028228759765625 (17.130338743135525) | > loss_duration: 1.992522120475769 (1.9849347774084511) | > loss_1: 30.072463989257812 (30.58151560944396) | > grad_norm_1: tensor(78.5459, device='cuda:0') (tensor(132.6742, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3665 (0.3769657983408347) | > loader_time: 0.004 (0.003802654031035188)  --> TIME: 2024-06-12 09:08:18 -- STEP: 179/330 -- GLOBAL_STEP: 399700 | > loss_disc: 2.5695502758026123 (2.35492648625507) | > loss_disc_real_0: 0.1558864712715149 (0.11187509384901163) | > loss_disc_real_1: 0.20310015976428986 (0.19533940675205355) | > loss_disc_real_2: 0.2308831512928009 (0.21035617972885426) | > loss_disc_real_3: 0.24580812454223633 (0.2282059038651056) | > loss_disc_real_4: 0.2864728271961212 (0.23284409715476648) | > loss_disc_real_5: 0.23254409432411194 (0.22273256650517106) | > loss_0: 2.5695502758026123 (2.35492648625507) | > grad_norm_0: tensor(24.9805, device='cuda:0') (tensor(10.8777, device='cuda:0')) | > loss_gen: 2.342327833175659 (2.4833721914770863) | > loss_kl: 2.1577000617980957 (1.9976022789598178) | > loss_feat: 6.630029678344727 (6.97082249145934) | > loss_mel: 16.920509338378906 (17.105294557923045) | > loss_duration: 2.0422356128692627 (1.993086385993318) | > loss_1: 30.092802047729492 (30.550177856530556) | > grad_norm_1: tensor(351.8507, device='cuda:0') (tensor(136.2915, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3704 (0.3783452430916898) | > loader_time: 0.0043 (0.0038961045568881754)  --> TIME: 2024-06-12 09:08:28 -- STEP: 204/330 -- GLOBAL_STEP: 399725 | > loss_disc: 2.2937116622924805 (2.359841061573401) | > loss_disc_real_0: 0.07643603533506393 (0.11375224433254962) | > loss_disc_real_1: 0.1360127329826355 (0.19582721474123932) | > loss_disc_real_2: 0.2184114009141922 (0.21071243885101054) | > loss_disc_real_3: 0.1992768496274948 (0.22863596210292741) | > loss_disc_real_4: 0.24249403178691864 (0.23284378034227035) | > loss_disc_real_5: 0.23723366856575012 (0.2221516321102778) | > loss_0: 2.2937116622924805 (2.359841061573401) | > grad_norm_0: tensor(25.0250, device='cuda:0') (tensor(12.3767, device='cuda:0')) | > loss_gen: 2.6632773876190186 (2.4850481304467875) | > loss_kl: 2.2349019050598145 (2.0083797176678972) | > loss_feat: 8.267364501953125 (6.967691367747737) | > loss_mel: 17.90700912475586 (17.067346175511666) | > loss_duration: 2.010979652404785 (2.0013812745318695) | > loss_1: 33.08353042602539 (30.529846593445424) | > grad_norm_1: tensor(382.0663, device='cuda:0') (tensor(161.0406, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.4003 (0.38026950406093224) | > loader_time: 0.0053 (0.0040090224322150755)  --> TIME: 2024-06-12 09:08:38 -- STEP: 229/330 -- GLOBAL_STEP: 399750 | > loss_disc: 2.504197359085083 (2.3602394485057157) | > loss_disc_real_0: 0.1715300977230072 (0.114404242697241) | > loss_disc_real_1: 0.1855362206697464 (0.19587627352585435) | > loss_disc_real_2: 0.2085852026939392 (0.21073832678482518) | > loss_disc_real_3: 0.2606273293495178 (0.22935746850925762) | > loss_disc_real_4: 0.22353996336460114 (0.23289364947241986) | > loss_disc_real_5: 0.24356667697429657 (0.22173892651322627) | > loss_0: 2.504197359085083 (2.3602394485057157) | > grad_norm_0: tensor(39.6710, device='cuda:0') (tensor(14.2361, device='cuda:0')) | > loss_gen: 2.2905211448669434 (2.4943386279859903) | > loss_kl: 1.9928052425384521 (2.016268760356321) | > loss_feat: 6.9037957191467285 (6.9803211470358235) | > loss_mel: 17.090450286865234 (17.035773302269803) | > loss_duration: 2.1360769271850586 (2.010887074158181) | > loss_1: 30.413650512695312 (30.53758892742307) | > grad_norm_1: tensor(272.8958, device='cuda:0') (tensor(188.1856, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.3976 (0.38290342493348767) | > loader_time: 0.0051 (0.004132991274371417)  --> TIME: 2024-06-12 09:08:49 -- STEP: 254/330 -- GLOBAL_STEP: 399775 | > loss_disc: 2.569063425064087 (2.3606385246036536) | > loss_disc_real_0: 0.1962137222290039 (0.11545591769138659) | > loss_disc_real_1: 0.20444466173648834 (0.1960820150304967) | > loss_disc_real_2: 0.23312461376190186 (0.21110427620138705) | > loss_disc_real_3: 0.25151336193084717 (0.22926875725975188) | > loss_disc_real_4: 0.27289247512817383 (0.2324528525194784) | > loss_disc_real_5: 0.2816457152366638 (0.22080122597339585) | > loss_0: 2.569063425064087 (2.3606385246036536) | > grad_norm_0: tensor(26.8113, device='cuda:0') (tensor(15.9152, device='cuda:0')) | > loss_gen: 2.490480661392212 (2.50287632210048) | > loss_kl: 2.1148440837860107 (2.0205809234634176) | > loss_feat: 6.455117225646973 (7.003006921978447) | > loss_mel: 17.016401290893555 (17.007729706801754) | > loss_duration: 2.0641775131225586 (2.018970507336413) | > loss_1: 30.141021728515625 (30.55316439200574) | > grad_norm_1: tensor(119.6832, device='cuda:0') (tensor(209.9965, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.4326 (0.38639381269770345) | > loader_time: 0.0054 (0.004271336427823764)  --> TIME: 2024-06-12 09:09:00 -- STEP: 279/330 -- GLOBAL_STEP: 399800 | > loss_disc: 2.486398458480835 (2.363613287607827) | > loss_disc_real_0: 0.11931305378675461 (0.1163584366707819) | > loss_disc_real_1: 0.20309396088123322 (0.19611678616974945) | > loss_disc_real_2: 0.2749657928943634 (0.21099739796799147) | > loss_disc_real_3: 0.26837655901908875 (0.22940311503453067) | > loss_disc_real_4: 0.22050721943378448 (0.2329921435070721) | > loss_disc_real_5: 0.19484442472457886 (0.22082702479054853) | > loss_0: 2.486398458480835 (2.363613287607827) | > grad_norm_0: tensor(17.2308, device='cuda:0') (tensor(16.6584, device='cuda:0')) | > loss_gen: 2.484558582305908 (2.4980100406113483) | > loss_kl: 2.132410764694214 (2.027002082503399) | > loss_feat: 6.922943592071533 (7.001130102355847) | > loss_mel: 15.866060256958008 (16.96284969904088) | > loss_duration: 2.117000102996826 (2.0287724993989453) | > loss_1: 29.522972106933594 (30.517764402546764) | > grad_norm_1: tensor(240.8659, device='cuda:0') (tensor(223.5231, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.4376 (0.39073366759925754) | > loader_time: 0.0062 (0.004406955507066514)  --> TIME: 2024-06-12 09:09:12 -- STEP: 304/330 -- GLOBAL_STEP: 399825 | > loss_disc: 2.379988670349121 (2.3669301679259833) | > loss_disc_real_0: 0.13495224714279175 (0.11800203504236906) | > loss_disc_real_1: 0.20071567595005035 (0.1963602183386684) | > loss_disc_real_2: 0.22768376767635345 (0.21105411795801238) | > loss_disc_real_3: 0.22811128199100494 (0.2295020876060191) | > loss_disc_real_4: 0.24729789793491364 (0.2332392477087284) | > loss_disc_real_5: 0.23235389590263367 (0.22158160889031073) | > loss_0: 2.379988670349121 (2.3669301679259833) | > grad_norm_0: tensor(18.7465, device='cuda:0') (tensor(16.8332, device='cuda:0')) | > loss_gen: 2.3699774742126465 (2.491544016881992) | > loss_kl: 2.1397995948791504 (2.0314044658290733) | > loss_feat: 7.238110065460205 (6.994707700453307) | > loss_mel: 16.310287475585938 (16.910912507458733) | > loss_duration: 2.1831934452056885 (2.039944938138912) | > loss_1: 30.241369247436523 (30.468513614252995) | > grad_norm_1: tensor(149.0883, device='cuda:0') (tensor(223.2168, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 0.4677 (0.3967786948931845) | > loader_time: 0.0071 (0.0046094608934302075)  --> TIME: 2024-06-12 09:09:40 -- STEP: 329/330 -- GLOBAL_STEP: 399850 | > loss_disc: 2.3883848190307617 (2.3729149758996915) | > loss_disc_real_0: 0.15105272829532623 (0.11980125729255038) | > loss_disc_real_1: 0.21766440570354462 (0.1971145342457984) | > loss_disc_real_2: 0.22885558009147644 (0.2117937001142096) | > loss_disc_real_3: 0.18820315599441528 (0.2296503765967117) | > loss_disc_real_4: 0.21730291843414307 (0.23310959900766154) | > loss_disc_real_5: 0.18243907392024994 (0.22165241647273937) | > loss_0: 2.3883848190307617 (2.3729149758996915) | > grad_norm_0: tensor(8.7251, device='cuda:0') (tensor(16.6955, device='cuda:0')) | > loss_gen: 2.6111602783203125 (2.4854973406052503) | > loss_kl: 2.253605842590332 (2.0403541148977093) | > loss_feat: 11.440638542175293 (7.071091427266779) | > loss_mel: 18.15778350830078 (16.89223857636147) | > loss_duration: 2.2891125679016113 (2.054845387450106) | > loss_1: 36.75230026245117 (30.544026841508582) | > grad_norm_1: tensor(120.1614, device='cuda:0') (tensor(221.6332, device='cuda:0')) | > current_lr_0: 0.00017773789959182765 | > current_lr_1: 0.00017773789959182765 | > step_time: 14.0911 (0.45139215999823573) | > loader_time: 0.0336 (0.005054593448580939)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4927868843078613 (2.4927868843078613) | > loss_disc_real_0: 0.13726650178432465 (0.13726650178432465) | > loss_disc_real_1: 0.17347751557826996 (0.17347751557826996) | > loss_disc_real_2: 0.26235124468803406 (0.26235124468803406) | > loss_disc_real_3: 0.27801522612571716 (0.27801522612571716) | > loss_disc_real_4: 0.34021928906440735 (0.34021928906440735) | > loss_disc_real_5: 0.33802011609077454 (0.33802011609077454) | > loss_0: 2.4927868843078613 (2.4927868843078613) | > loss_gen: 2.5891668796539307 (2.5891668796539307) | > loss_kl: 2.7834770679473877 (2.7834770679473877) | > loss_feat: 5.588242053985596 (5.588242053985596) | > loss_mel: 14.031095504760742 (14.031095504760742) | > loss_duration: 3.145850419998169 (3.145850419998169) | > loss_1: 28.137832641601562 (28.137832641601562)  --> STEP: 1 | > loss_disc: 2.393063545227051 (2.393063545227051) | > loss_disc_real_0: 0.0633503794670105 (0.0633503794670105) | > loss_disc_real_1: 0.1839664727449417 (0.1839664727449417) | > loss_disc_real_2: 0.19197328388690948 (0.19197328388690948) | > loss_disc_real_3: 0.25942495465278625 (0.25942495465278625) | > loss_disc_real_4: 0.2512061893939972 (0.2512061893939972) | > loss_disc_real_5: 0.24856337904930115 (0.24856337904930115) | > loss_0: 2.393063545227051 (2.393063545227051) | > loss_gen: 2.270460844039917 (2.270460844039917) | > loss_kl: 2.9121792316436768 (2.9121792316436768) | > loss_feat: 6.965394973754883 (6.965394973754883) | > loss_mel: 17.213590621948242 (17.213590621948242) | > loss_duration: 2.5565733909606934 (2.5565733909606934) | > loss_1: 31.918197631835938 (31.918197631835938)  --> STEP: 2 | > loss_disc: 2.2109713554382324 (2.3020174503326416) | > loss_disc_real_0: 0.1278434693813324 (0.09559692442417145) | > loss_disc_real_1: 0.1265057474374771 (0.1552361100912094) | > loss_disc_real_2: 0.29683008790016174 (0.24440168589353561) | > loss_disc_real_3: 0.21224507689476013 (0.2358350157737732) | > loss_disc_real_4: 0.23744289577007294 (0.24432454258203506) | > loss_disc_real_5: 0.1987130492925644 (0.22363821417093277) | > loss_0: 2.2109713554382324 (2.3020174503326416) | > loss_gen: 2.572166681289673 (2.421313762664795) | > loss_kl: 3.295225143432617 (3.103702187538147) | > loss_feat: 5.3937087059021 (6.179551839828491) | > loss_mel: 17.628623962402344 (17.421107292175293) | > loss_duration: 2.49241042137146 (2.5244919061660767) | > loss_1: 31.38213539123535 (31.650166511535645)  --> STEP: 3 | > loss_disc: 2.450011730194092 (2.351348876953125) | > loss_disc_real_0: 0.16987161338329315 (0.12035515407721202) | > loss_disc_real_1: 0.11876078695058823 (0.1430776690443357) | > loss_disc_real_2: 0.16819168627262115 (0.21899835268656412) | > loss_disc_real_3: 0.2759367525577545 (0.24920226136843363) | > loss_disc_real_4: 0.23796646296977997 (0.24220518271128336) | > loss_disc_real_5: 0.27479714155197144 (0.24069118996461233) | > loss_0: 2.450011730194092 (2.351348876953125) | > loss_gen: 2.3807194232940674 (2.4077823162078857) | > loss_kl: 3.4768683910369873 (3.2280909220377603) | > loss_feat: 6.783148288726807 (6.38075065612793) | > loss_mel: 16.898345947265625 (17.246853510538738) | > loss_duration: 2.383291244506836 (2.4774250189463296) | > loss_1: 31.922374725341797 (31.740902582804363)  --> STEP: 4 | > loss_disc: 2.638216972351074 (2.4230659008026123) | > loss_disc_real_0: 0.2455589771270752 (0.1516561098396778) | > loss_disc_real_1: 0.17263609170913696 (0.150467274710536) | > loss_disc_real_2: 0.23237363994121552 (0.22234217450022697) | > loss_disc_real_3: 0.22827959060668945 (0.2439715936779976) | > loss_disc_real_4: 0.23286576569080353 (0.2398703284561634) | > loss_disc_real_5: 0.24070517718791962 (0.24069468677043915) | > loss_0: 2.638216972351074 (2.4230659008026123) | > loss_gen: 2.2393641471862793 (2.365677773952484) | > loss_kl: 4.1400628089904785 (3.45608389377594) | > loss_feat: 6.424052715301514 (6.391576170921326) | > loss_mel: 18.529502868652344 (17.56751585006714) | > loss_duration: 2.3890774250030518 (2.4553381204605103) | > loss_1: 33.72206115722656 (32.23619222640991)  --> STEP: 5 | > loss_disc: 2.303865432739258 (2.3992258071899415) | > loss_disc_real_0: 0.13536378741264343 (0.14839764535427094) | > loss_disc_real_1: 0.19785986840724945 (0.1599457934498787) | > loss_disc_real_2: 0.21493767201900482 (0.22086127400398253) | > loss_disc_real_3: 0.2438891977071762 (0.2439551144838333) | > loss_disc_real_4: 0.2252359688282013 (0.23694345653057097) | > loss_disc_real_5: 0.2264821082353592 (0.23785217106342316) | > loss_0: 2.303865432739258 (2.3992258071899415) | > loss_gen: 2.5365030765533447 (2.3998428344726563) | > loss_kl: 2.775886058807373 (3.3200443267822264) | > loss_feat: 6.538883686065674 (6.421037673950195) | > loss_mel: 18.583097457885742 (17.770632171630858) | > loss_duration: 2.366666078567505 (2.437603712081909) | > loss_1: 32.8010368347168 (32.34916114807129)  --> STEP: 6 | > loss_disc: 2.4409902095794678 (2.4061865409215293) | > loss_disc_real_0: 0.15813221037387848 (0.15002007285753885) | > loss_disc_real_1: 0.18527118861675262 (0.16416669264435768) | > loss_disc_real_2: 0.19463235139846802 (0.21648978690306345) | > loss_disc_real_3: 0.19110006093978882 (0.23514593889315924) | > loss_disc_real_4: 0.2814302146434784 (0.24435791621605554) | > loss_disc_real_5: 0.1730189174413681 (0.22704662879308066) | > loss_0: 2.4409902095794678 (2.4061865409215293) | > loss_gen: 2.2230725288391113 (2.3703811168670654) | > loss_kl: 2.944326400756836 (3.2574246724446616) | > loss_feat: 6.386265754699707 (6.415242354075114) | > loss_mel: 17.678260803222656 (17.755236943562824) | > loss_duration: 2.2548763751983643 (2.407149155934652) | > loss_1: 31.48680305480957 (32.205434799194336)  --> STEP: 7 | > loss_disc: 2.745033025741577 (2.4545931816101074) | > loss_disc_real_0: 0.20977473258972168 (0.15855645281927927) | > loss_disc_real_1: 0.24141716957092285 (0.1752024750624384) | > loss_disc_real_2: 0.21206875145435333 (0.21585821041039058) | > loss_disc_real_3: 0.2796870768070221 (0.24150895859513963) | > loss_disc_real_4: 0.29352226853370667 (0.25138139511857716) | > loss_disc_real_5: 0.30404067039489746 (0.2380457775933402) | > loss_0: 2.745033025741577 (2.4545931816101074) | > loss_gen: 2.3002641201019287 (2.3603644030434743) | > loss_kl: 4.611382961273193 (3.4508472851344516) | > loss_feat: 4.662837028503418 (6.1648987361363) | > loss_mel: 15.160975456237793 (17.38462815965925) | > loss_duration: 2.5354983806610107 (2.425484759466989) | > loss_1: 29.270957946777344 (31.786223820277623)  --> STEP: 8 | > loss_disc: 2.5550012588500977 (2.467144191265106) | > loss_disc_real_0: 0.2989295423030853 (0.17610308900475502) | > loss_disc_real_1: 0.1871231496334076 (0.17669255938380957) | > loss_disc_real_2: 0.22140930593013763 (0.21655209735035896) | > loss_disc_real_3: 0.22865350544452667 (0.23990202695131302) | > loss_disc_real_4: 0.2537607252597809 (0.2516788113862276) | > loss_disc_real_5: 0.2169203907251358 (0.23540510423481464) | > loss_0: 2.5550012588500977 (2.467144191265106) | > loss_gen: 2.7050671577453613 (2.4034522473812103) | > loss_kl: 3.216249465942383 (3.421522557735443) | > loss_feat: 6.363175392150879 (6.189683318138123) | > loss_mel: 16.30155372619629 (17.24924385547638) | > loss_duration: 2.2638046741485596 (2.405274748802185) | > loss_1: 30.849849700927734 (31.669177055358887)  --> STEP: 9 | > loss_disc: 2.409301996231079 (2.46071728070577) | > loss_disc_real_0: 0.2299216091632843 (0.18208292457792494) | > loss_disc_real_1: 0.2088661640882492 (0.18026740435096952) | > loss_disc_real_2: 0.28989219665527344 (0.22470099727312723) | > loss_disc_real_3: 0.24212105572223663 (0.24014858570363787) | > loss_disc_real_4: 0.1654951572418213 (0.2421028498146269) | > loss_disc_real_5: 0.188984677195549 (0.23024727900822958) | > loss_0: 2.409301996231079 (2.46071728070577) | > loss_gen: 2.579335927963257 (2.4229948785569935) | > loss_kl: 3.0744025707244873 (3.3829536702897816) | > loss_feat: 8.140826225280762 (6.406476974487305) | > loss_mel: 19.248458862304688 (17.47137885623508) | > loss_duration: 2.165306568145752 (2.378611617618137) | > loss_1: 35.20832824707031 (32.062416076660156)  --> STEP: 10 | > loss_disc: 2.3703625202178955 (2.4516818046569826) | > loss_disc_real_0: 0.23408815264701843 (0.1872834473848343) | > loss_disc_real_1: 0.18333302438259125 (0.1805739663541317) | > loss_disc_real_2: 0.20721550285816193 (0.2229524478316307) | > loss_disc_real_3: 0.2126719355583191 (0.23740092068910598) | > loss_disc_real_4: 0.22275449335575104 (0.2401680141687393) | > loss_disc_real_5: 0.19588343799114227 (0.22681089490652084) | > loss_0: 2.3703625202178955 (2.4516818046569826) | > loss_gen: 2.3457858562469482 (2.415273976325989) | > loss_kl: 3.01973295211792 (3.3466315984725954) | > loss_feat: 5.615662574768066 (6.3273955345153805) | > loss_mel: 16.394607543945312 (17.363701725006102) | > loss_duration: 2.396669864654541 (2.3804174423217774) | > loss_1: 29.772457122802734 (31.833420181274413)  --> STEP: 11 | > loss_disc: 2.4888734817504883 (2.4550628662109375) | > loss_disc_real_0: 0.13112524151802063 (0.1821781559423967) | > loss_disc_real_1: 0.18621894717216492 (0.18108714642849835) | > loss_disc_real_2: 0.2067180573940277 (0.22147659415548498) | > loss_disc_real_3: 0.2705904245376587 (0.2404181483117017) | > loss_disc_real_4: 0.3086051642894745 (0.24638957327062433) | > loss_disc_real_5: 0.3536894917488098 (0.23834531280127438) | > loss_0: 2.4888734817504883 (2.4550628662109375) | > loss_gen: 2.437683582305908 (2.4173112132332544) | > loss_kl: 3.411051034927368 (3.3524879108775747) | > loss_feat: 5.635948181152344 (6.26453668420965) | > loss_mel: 16.203826904296875 (17.258258559487082) | > loss_duration: 2.5126612186431885 (2.392439603805542) | > loss_1: 30.201169967651367 (31.685033798217773)  --> STEP: 12 | > loss_disc: 2.6862785816192627 (2.4743308424949646) | > loss_disc_real_0: 0.10922832787036896 (0.17609900360306105) | > loss_disc_real_1: 0.21567676961421967 (0.18396961502730846) | > loss_disc_real_2: 0.2277962863445282 (0.22200323517123857) | > loss_disc_real_3: 0.27190423011779785 (0.2430419884622097) | > loss_disc_real_4: 0.2630508542060852 (0.2477780133485794) | > loss_disc_real_5: 0.2389049082994461 (0.23839194575945535) | > loss_0: 2.6862785816192627 (2.4743308424949646) | > loss_gen: 2.1808245182037354 (2.3976039886474614) | > loss_kl: 2.482564687728882 (3.279994308948517) | > loss_feat: 6.967376232147217 (6.323106646537781) | > loss_mel: 16.809778213500977 (17.220885197321575) | > loss_duration: 2.298313856124878 (2.38459579149882) | > loss_1: 30.73885726928711 (31.606185754140217)  --> STEP: 13 | > loss_disc: 2.4173741340637207 (2.469949557231023) | > loss_disc_real_0: 0.15129506587982178 (0.1741910083935811) | > loss_disc_real_1: 0.1464543491601944 (0.18108382534522277) | > loss_disc_real_2: 0.2059287279844284 (0.22076673461840704) | > loss_disc_real_3: 0.28112784028053284 (0.24597166937131149) | > loss_disc_real_4: 0.22482652962207794 (0.24601251460038698) | > loss_disc_real_5: 0.26099470257759094 (0.2401306193608504) | > loss_0: 2.4173741340637207 (2.469949557231023) | > loss_gen: 2.3212690353393555 (2.391732069162223) | > loss_kl: 3.1796622276306152 (3.2722764565394473) | > loss_feat: 7.684996604919434 (6.427867412567139) | > loss_mel: 16.22175407409668 (17.144028957073505) | > loss_duration: 2.2014951705932617 (2.3705111283522387) | > loss_1: 31.609176635742188 (31.606415821955753)  --> STEP: 14 | > loss_disc: 2.5417823791503906 (2.4750804730824063) | > loss_disc_real_0: 0.14995522797107697 (0.1724598812205451) | > loss_disc_real_1: 0.23169516026973724 (0.1846989206969738) | > loss_disc_real_2: 0.23119287192821503 (0.22151145871196473) | > loss_disc_real_3: 0.2223634123802185 (0.24428536530051911) | > loss_disc_real_4: 0.28204596042633057 (0.24858633215938294) | > loss_disc_real_5: 0.21981172263622284 (0.2386792695948056) | > loss_0: 2.5417823791503906 (2.4750804730824063) | > loss_gen: 2.225658416748047 (2.3798696654183535) | > loss_kl: 3.9320621490478516 (3.3194040060043335) | > loss_feat: 7.543144702911377 (6.507530076163156) | > loss_mel: 18.179712295532227 (17.218006338391984) | > loss_duration: 2.450603485107422 (2.376232010977609) | > loss_1: 34.331180572509766 (31.801041875566757)  --> STEP: 15 | > loss_disc: 2.416942596435547 (2.4712046146392823) | > loss_disc_real_0: 0.18413551151752472 (0.17323825657367706) | > loss_disc_real_1: 0.16816604137420654 (0.18359672874212266) | > loss_disc_real_2: 0.241770401597023 (0.22286205490430197) | > loss_disc_real_3: 0.19548846781253815 (0.24103223880132038) | > loss_disc_real_4: 0.24763649702072144 (0.24852300981680553) | > loss_disc_real_5: 0.2022385597229004 (0.23624988893667856) | > loss_0: 2.416942596435547 (2.4712046146392823) | > loss_gen: 2.418644428253174 (2.3824546496073413) | > loss_kl: 3.735642433166504 (3.3471532344818113) | > loss_feat: 6.142793655395508 (6.483214314778646) | > loss_mel: 15.804797172546387 (17.12379239400228) | > loss_duration: 2.467650890350342 (2.382326602935791) | > loss_1: 30.569528579711914 (31.71894098917643)  --> STEP: 16 | > loss_disc: 2.7698707580566406 (2.489871248602867) | > loss_disc_real_0: 0.29321449995040894 (0.1807367717847228) | > loss_disc_real_1: 0.24281030893325806 (0.1872975775040686) | > loss_disc_real_2: 0.18689560890197754 (0.22061415202915668) | > loss_disc_real_3: 0.3346518576145172 (0.2468834649771452) | > loss_disc_real_4: 0.3350612223148346 (0.25393164809793234) | > loss_disc_real_5: 0.30265629291534424 (0.24040028918534517) | > loss_0: 2.7698707580566406 (2.489871248602867) | > loss_gen: 2.3514082431793213 (2.38051424920559) | > loss_kl: 3.094456434249878 (3.3313596844673157) | > loss_feat: 4.851627349853516 (6.381240129470825) | > loss_mel: 14.127047538757324 (16.93649584054947) | > loss_duration: 2.391188621520996 (2.3828804790973663) | > loss_1: 26.81572723388672 (31.412490129470825)  --> STEP: 17 | > loss_disc: 2.5064687728881836 (2.490847573560827) | > loss_disc_real_0: 0.186886265873909 (0.18109850673114553) | > loss_disc_real_1: 0.2213914841413498 (0.1893031014239087) | > loss_disc_real_2: 0.2283988893032074 (0.22107207775115967) | > loss_disc_real_3: 0.25203171372413635 (0.2471863031387329) | > loss_disc_real_4: 0.24323228001594543 (0.2533022735048743) | > loss_disc_real_5: 0.28104540705680847 (0.24279117847190185) | > loss_0: 2.5064687728881836 (2.490847573560827) | > loss_gen: 2.6645851135253906 (2.3972243000479314) | > loss_kl: 2.7801647186279297 (3.298936451182646) | > loss_feat: 6.636368274688721 (6.396247667424819) | > loss_mel: 16.84600067138672 (16.931172595304602) | > loss_duration: 2.438019037246704 (2.3861239236943863) | > loss_1: 31.365137100219727 (31.40970465716194)  --> STEP: 18 | > loss_disc: 2.4970650672912598 (2.4911929898791842) | > loss_disc_real_0: 0.18813572824001312 (0.18148946348163816) | > loss_disc_real_1: 0.16747713088989258 (0.18809054750535223) | > loss_disc_real_2: 0.13718828558921814 (0.21641186707549626) | > loss_disc_real_3: 0.23526276648044586 (0.24652388443549475) | > loss_disc_real_4: 0.25505226850509644 (0.25339949544933105) | > loss_disc_real_5: 0.26182615756988525 (0.2438486773106787) | > loss_0: 2.4970650672912598 (2.4911929898791842) | > loss_gen: 2.24941349029541 (2.3890125883950137) | > loss_kl: 3.265312671661377 (3.297068463431464) | > loss_feat: 7.1353559494018555 (6.437309238645765) | > loss_mel: 14.946834564208984 (16.82093159357707) | > loss_duration: 2.285360097885132 (2.3805259333716497) | > loss_1: 29.88227653503418 (31.32484753926595)  --> STEP: 19 | > loss_disc: 2.4718480110168457 (2.490174833096956) | > loss_disc_real_0: 0.16885341703891754 (0.1808244084057055) | > loss_disc_real_1: 0.16136042773723602 (0.186683699096504) | > loss_disc_real_2: 0.2141001671552658 (0.21629019865864202) | > loss_disc_real_3: 0.29434725642204285 (0.2490409040137341) | > loss_disc_real_4: 0.2694469094276428 (0.2542440961850317) | > loss_disc_real_5: 0.2798028588294983 (0.24574100265377447) | > loss_0: 2.4718480110168457 (2.490174833096956) | > loss_gen: 2.383030891418457 (2.3886977622383525) | > loss_kl: 2.312563180923462 (3.2452523959310433) | > loss_feat: 5.800487041473389 (6.403792280899851) | > loss_mel: 16.20493507385254 (16.78851072411788) | > loss_duration: 2.3931844234466553 (2.381192169691387) | > loss_1: 29.094200134277344 (31.20744504426655)  --> STEP: 20 | > loss_disc: 2.5135998725891113 (2.4913460850715636) | > loss_disc_real_0: 0.21552591025829315 (0.18255948349833487) | > loss_disc_real_1: 0.2368500530719757 (0.18919201679527758) | > loss_disc_real_2: 0.2151920199394226 (0.21623528972268105) | > loss_disc_real_3: 0.2450028508901596 (0.24883900135755538) | > loss_disc_real_4: 0.2408614307641983 (0.25357496291399) | > loss_disc_real_5: 0.2295883297920227 (0.24493336901068688) | > loss_0: 2.5135998725891113 (2.4913460850715636) | > loss_gen: 2.4183645248413086 (2.3901811003685003) | > loss_kl: 2.2596840858459473 (3.195973980426788) | > loss_feat: 5.283296585083008 (6.347767496109009) | > loss_mel: 16.91669464111328 (16.79491991996765) | > loss_duration: 2.3233819007873535 (2.3783016562461854) | > loss_1: 29.2014217376709 (31.107143878936768)  --> STEP: 21 | > loss_disc: 2.6462554931640625 (2.498722723552159) | > loss_disc_real_0: 0.2049969732761383 (0.18362793539251598) | > loss_disc_real_1: 0.22700601816177368 (0.1909926835270155) | > loss_disc_real_2: 0.1964697390794754 (0.21529407302538553) | > loss_disc_real_3: 0.28996241092681885 (0.25079725895609173) | > loss_disc_real_4: 0.3413233160972595 (0.25775345592271715) | > loss_disc_real_5: 0.3162361979484558 (0.2483287418172473) | > loss_0: 2.6462554931640625 (2.498722723552159) | > loss_gen: 2.4507246017456055 (2.3930641242436006) | > loss_kl: 2.3321375846862793 (3.1548389139629545) | > loss_feat: 5.711366653442383 (6.317462694077265) | > loss_mel: 15.186856269836426 (16.718345460437593) | > loss_duration: 2.212190866470337 (2.370391618637812) | > loss_1: 27.893278121948242 (30.954102652413503)  --> STEP: 22 | > loss_disc: 2.2959697246551514 (2.4895066781477495) | > loss_disc_real_0: 0.13503122329711914 (0.1814189939336343) | > loss_disc_real_1: 0.182573139667511 (0.19060997698794713) | > loss_disc_real_2: 0.1967892199754715 (0.21445294334129852) | > loss_disc_real_3: 0.18943725526332855 (0.24800816787914795) | > loss_disc_real_4: 0.20334193110466003 (0.25528020479462366) | > loss_disc_real_5: 0.20265266299247742 (0.2462525564161214) | > loss_0: 2.2959697246551514 (2.4895066781477495) | > loss_gen: 2.3768227100372314 (2.392325878143311) | > loss_kl: 2.4719393253326416 (3.1237980235706675) | > loss_feat: 7.59060525894165 (6.37533281066201) | > loss_mel: 15.880763053894043 (16.68027353286743) | > loss_duration: 2.1917216777801514 (2.3622702576897363) | > loss_1: 30.511852264404297 (30.93400036204945)  --> STEP: 23 | > loss_disc: 2.549038887023926 (2.492095035055409) | > loss_disc_real_0: 0.19882473349571228 (0.18217576521894205) | > loss_disc_real_1: 0.13913094997406006 (0.18837175842212595) | > loss_disc_real_2: 0.202239990234375 (0.21392194538012796) | > loss_disc_real_3: 0.2796383798122406 (0.2493833944849346) | > loss_disc_real_4: 0.2792297899723053 (0.2563214911066968) | > loss_disc_real_5: 0.2389356642961502 (0.2459344306717748) | > loss_0: 2.549038887023926 (2.492095035055409) | > loss_gen: 2.152249336242676 (2.381887767625892) | > loss_kl: 2.573059558868408 (3.099852872931439) | > loss_feat: 6.0208821296691895 (6.359921911488408) | > loss_mel: 16.038528442382812 (16.652371572411578) | > loss_duration: 2.2654943466186523 (2.358062609382298) | > loss_1: 29.050212860107422 (30.852096557617188)  --> STEP: 24 | > loss_disc: 2.2675204277038574 (2.4827377597490945) | > loss_disc_real_0: 0.1313227415084839 (0.1800568892310063) | > loss_disc_real_1: 0.18595127761363983 (0.1882709050551057) | > loss_disc_real_2: 0.1505243331193924 (0.2112803782025973) | > loss_disc_real_3: 0.24301689863204956 (0.2491181238243977) | > loss_disc_real_4: 0.21390977501869202 (0.2545543362696966) | > loss_disc_real_5: 0.2799884080886841 (0.24735334639747938) | > loss_0: 2.2675204277038574 (2.4827377597490945) | > loss_gen: 2.6080029010772705 (2.3913092315196995) | > loss_kl: 2.2793636322021484 (3.065665821234385) | > loss_feat: 8.492656707763672 (6.448785861333211) | > loss_mel: 15.725059509277344 (16.613733569780987) | > loss_duration: 2.4101717472076416 (2.3602338234583535) | > loss_1: 31.515254974365234 (30.87972815831502)  --> STEP: 25 | > loss_disc: 2.6356678009033203 (2.4888549613952637) | > loss_disc_real_0: 0.1437186449766159 (0.1786033594608307) | > loss_disc_real_1: 0.10355248302221298 (0.18488216817378997) | > loss_disc_real_2: 0.2220415621995926 (0.2117108255624771) | > loss_disc_real_3: 0.27768054604530334 (0.25026062071323396) | > loss_disc_real_4: 0.23945753276348114 (0.253950464129448) | > loss_disc_real_5: 0.27950891852378845 (0.24863956928253172) | > loss_0: 2.6356678009033203 (2.4888549613952637) | > loss_gen: 2.086500644683838 (2.379116888046265) | > loss_kl: 2.601289749145508 (3.04709077835083) | > loss_feat: 7.197622299194336 (6.478739318847656) | > loss_mel: 15.875930786132812 (16.58422145843506) | > loss_duration: 2.4095067977905273 (2.362204742431641) | > loss_1: 30.170848846435547 (30.851372985839845)  --> STEP: 26 | > loss_disc: 2.7046103477478027 (2.497153245485746) | > loss_disc_real_0: 0.42931997776031494 (0.18824630631850317) | > loss_disc_real_1: 0.23218300938606262 (0.18670143129733893) | > loss_disc_real_2: 0.20466037094593048 (0.21143965423107147) | > loss_disc_real_3: 0.17282861471176147 (0.24728246663625425) | > loss_disc_real_4: 0.28955233097076416 (0.25531976670026785) | > loss_disc_real_5: 0.1863814890384674 (0.2462450277346831) | > loss_0: 2.7046103477478027 (2.497153245485746) | > loss_gen: 2.635915756225586 (2.3889937675916237) | > loss_kl: 2.655230760574341 (3.0320192392055807) | > loss_feat: 14.008038520812988 (6.768327749692476) | > loss_mel: 17.129411697387695 (16.605190313779392) | > loss_duration: 2.2711362838745117 (2.358702109410213) | > loss_1: 38.69973373413086 (31.153233014620266) --> EVAL PERFORMANCE | > avg_loader_time: 0.002515792846679687 (+6.221807920015789e-05) | > avg_loss_disc: 2.497153245485746 (+0.06838778349069408) | > avg_loss_disc_real_0: 0.18824630631850317 (+0.07085379184438634) | > avg_loss_disc_real_1: 0.18670143129733893 (-0.06650328234984323) | > avg_loss_disc_real_2: 0.21143965423107147 (-0.009566893371251911) | > avg_loss_disc_real_3: 0.24728246663625425 (+0.013705902374707757) | > avg_loss_disc_real_4: 0.25531976670026785 (+0.031537779248677816) | > avg_loss_disc_real_5: 0.2462450277346831 (-0.008081382283797678) | > avg_loss_0: 2.497153245485746 (+0.06838778349069408) | > avg_loss_gen: 2.3889937675916237 (+0.008936373087076177) | > avg_loss_kl: 3.0320192392055807 (-0.11163949049436095) | > avg_loss_feat: 6.768327749692476 (-0.3972455905033998) | > avg_loss_mel: 16.605190313779392 (-0.40089453183687596) | > avg_loss_duration: 2.358702109410213 (-0.019406648782582803) | > avg_loss_1: 31.153233014620266 (-0.9202500123244057)  > EPOCH: 945/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:09:46)   --> TIME: 2024-06-12 09:09:56 -- STEP: 24/330 -- GLOBAL_STEP: 399875 | > loss_disc: 2.3263020515441895 (2.325878699620565) | > loss_disc_real_0: 0.07680591940879822 (0.1045188857242465) | > loss_disc_real_1: 0.17561520636081696 (0.191183273990949) | > loss_disc_real_2: 0.20030757784843445 (0.21376755833625793) | > loss_disc_real_3: 0.23750609159469604 (0.22963837968806425) | > loss_disc_real_4: 0.25208815932273865 (0.229312252253294) | > loss_disc_real_5: 0.24153414368629456 (0.2232159823179245) | > loss_0: 2.3263020515441895 (2.325878699620565) | > grad_norm_0: tensor(7.4568, device='cuda:0') (tensor(7.5790, device='cuda:0')) | > loss_gen: 2.449070692062378 (2.5186146895090746) | > loss_kl: 1.8393876552581787 (1.9451051602760951) | > loss_feat: 6.568002700805664 (7.056415061155955) | > loss_mel: 16.983253479003906 (17.296385685602825) | > loss_duration: 1.9206223487854004 (2.023799379666646) | > loss_1: 29.76033592224121 (30.840319951375324) | > grad_norm_1: tensor(39.8721, device='cuda:0') (tensor(82.1385, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3753 (0.36165382464726764) | > loader_time: 0.0038 (0.0034243265787760415)  --> TIME: 2024-06-12 09:10:06 -- STEP: 49/330 -- GLOBAL_STEP: 399900 | > loss_disc: 2.3222033977508545 (2.3353127557404174) | > loss_disc_real_0: 0.14512717723846436 (0.10578697509303385) | > loss_disc_real_1: 0.21102572977542877 (0.19380830045865508) | > loss_disc_real_2: 0.2219475507736206 (0.20922844902593263) | > loss_disc_real_3: 0.20085977017879486 (0.22798510777707004) | > loss_disc_real_4: 0.21111470460891724 (0.23165480427596033) | > loss_disc_real_5: 0.1805921494960785 (0.2203155683011425) | > loss_0: 2.3222033977508545 (2.3353127557404174) | > grad_norm_0: tensor(16.0247, device='cuda:0') (tensor(8.2199, device='cuda:0')) | > loss_gen: 2.5118789672851562 (2.512620595036721) | > loss_kl: 1.7166296243667603 (1.9355440991265433) | > loss_feat: 7.2536211013793945 (7.033517730479338) | > loss_mel: 16.14036750793457 (17.257477740852195) | > loss_duration: 1.9032343626022339 (1.9874846935272217) | > loss_1: 29.525732040405273 (30.72664486632055) | > grad_norm_1: tensor(64.2657, device='cuda:0') (tensor(78.2823, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3579 (0.36070906386083484) | > loader_time: 0.0042 (0.0034228198382319237)  --> TIME: 2024-06-12 09:10:15 -- STEP: 74/330 -- GLOBAL_STEP: 399925 | > loss_disc: 2.239405870437622 (2.3341521121360147) | > loss_disc_real_0: 0.08510178327560425 (0.10579397922029368) | > loss_disc_real_1: 0.18174505233764648 (0.19353155529982335) | > loss_disc_real_2: 0.19458961486816406 (0.20855584378178055) | > loss_disc_real_3: 0.2484266310930252 (0.22861598573020986) | > loss_disc_real_4: 0.23094813525676727 (0.23140441928360914) | > loss_disc_real_5: 0.24630029499530792 (0.22152929471151248) | > loss_0: 2.239405870437622 (2.3341521121360147) | > grad_norm_0: tensor(8.4274, device='cuda:0') (tensor(8.3354, device='cuda:0')) | > loss_gen: 2.6702561378479004 (2.5091354621423263) | > loss_kl: 2.0418543815612793 (1.9551765934841052) | > loss_feat: 7.444895267486572 (7.102337579469423) | > loss_mel: 17.724464416503906 (17.276634138983653) | > loss_duration: 1.8997790813446045 (1.976597094858015) | > loss_1: 31.781248092651367 (30.819880949484336) | > grad_norm_1: tensor(102.8689, device='cuda:0') (tensor(78.9447, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3821 (0.36135259512308493) | > loader_time: 0.0039 (0.0034997076601595493)  --> TIME: 2024-06-12 09:10:25 -- STEP: 99/330 -- GLOBAL_STEP: 399950 | > loss_disc: 2.442197561264038 (2.3401177459292937) | > loss_disc_real_0: 0.1004287600517273 (0.10660503014470593) | > loss_disc_real_1: 0.2182200402021408 (0.19417087523022084) | > loss_disc_real_2: 0.2367962896823883 (0.21038654536911935) | > loss_disc_real_3: 0.24419820308685303 (0.22878758503933144) | > loss_disc_real_4: 0.21664857864379883 (0.23062559887014253) | > loss_disc_real_5: 0.1998903453350067 (0.22176574938225024) | > loss_0: 2.442197561264038 (2.3401177459292937) | > grad_norm_0: tensor(13.3781, device='cuda:0') (tensor(8.3442, device='cuda:0')) | > loss_gen: 2.3823018074035645 (2.504761182900631) | > loss_kl: 2.249380350112915 (1.9724131401139076) | > loss_feat: 7.039083003997803 (7.088235055557405) | > loss_mel: 17.548967361450195 (17.18373771628949) | > loss_duration: 1.9941189289093018 (1.9775468195327606) | > loss_1: 31.213851928710938 (30.726693991458777) | > grad_norm_1: tensor(116.3537, device='cuda:0') (tensor(79.8971, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.387 (0.3663441436459321) | > loader_time: 0.0045 (0.003660991938427241)  --> TIME: 2024-06-12 09:10:34 -- STEP: 124/330 -- GLOBAL_STEP: 399975 | > loss_disc: 2.30541729927063 (2.3443030291988003) | > loss_disc_real_0: 0.10144016146659851 (0.10799013997518249) | > loss_disc_real_1: 0.17270231246948242 (0.1947052603767764) | > loss_disc_real_2: 0.20555248856544495 (0.20977078125842155) | > loss_disc_real_3: 0.20830053091049194 (0.22919691642445902) | > loss_disc_real_4: 0.23135961592197418 (0.23162152666238048) | > loss_disc_real_5: 0.22616656124591827 (0.22217406296441633) | > loss_0: 2.30541729927063 (2.3443030291988003) | > grad_norm_0: tensor(5.1584, device='cuda:0') (tensor(8.7930, device='cuda:0')) | > loss_gen: 2.5614712238311768 (2.499739756507258) | > loss_kl: 2.0820510387420654 (1.9849762233995623) | > loss_feat: 7.460211753845215 (7.052922629540967) | > loss_mel: 17.827863693237305 (17.16663252922798) | > loss_duration: 1.995891809463501 (1.9813439298060633) | > loss_1: 31.927490234375 (30.685615139622843) | > grad_norm_1: tensor(62.4543, device='cuda:0') (tensor(91.4900, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3989 (0.3689498151502303) | > loader_time: 0.0046 (0.003789903656128914)  --> TIME: 2024-06-12 09:10:44 -- STEP: 149/330 -- GLOBAL_STEP: 400000 | > loss_disc: 2.4022276401519775 (2.3516125583008645) | > loss_disc_real_0: 0.15166670083999634 (0.11046017226356789) | > loss_disc_real_1: 0.18727701902389526 (0.19517747017761206) | > loss_disc_real_2: 0.20225824415683746 (0.21073294445972315) | > loss_disc_real_3: 0.24396511912345886 (0.22933148907735043) | > loss_disc_real_4: 0.23570460081100464 (0.23194252584604608) | > loss_disc_real_5: 0.22383898496627808 (0.2226829865834857) | > loss_0: 2.4022276401519775 (2.3516125583008645) | > grad_norm_0: tensor(22.9896, device='cuda:0') (tensor(9.1978, device='cuda:0')) | > loss_gen: 2.436039686203003 (2.494534607701653) | > loss_kl: 2.126556873321533 (1.992081841366403) | > loss_feat: 6.819612503051758 (7.043975663665157) | > loss_mel: 17.154443740844727 (17.161381804703073) | > loss_duration: 2.02095890045166 (1.9857672228909178) | > loss_1: 30.55760955810547 (30.677741159528694) | > grad_norm_1: tensor(230.0395, device='cuda:0') (tensor(103.8151, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3677 (0.37194659245894257) | > loader_time: 0.0041 (0.003888547820532882) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_400000.pth  --> TIME: 2024-06-12 09:10:59 -- STEP: 174/330 -- GLOBAL_STEP: 400025 | > loss_disc: 2.373117446899414 (2.352613025698169) | > loss_disc_real_0: 0.11789610981941223 (0.11176572996994545) | > loss_disc_real_1: 0.16872721910476685 (0.1958817764260303) | > loss_disc_real_2: 0.23517471551895142 (0.2108521488034862) | > loss_disc_real_3: 0.27034229040145874 (0.22902590438894843) | > loss_disc_real_4: 0.25041472911834717 (0.23163776587823343) | > loss_disc_real_5: 0.2380804866552353 (0.22197740978893193) | > loss_0: 2.373117446899414 (2.352613025698169) | > grad_norm_0: tensor(18.7053, device='cuda:0') (tensor(10.4511, device='cuda:0')) | > loss_gen: 2.461371421813965 (2.495525043586203) | > loss_kl: 1.8868545293807983 (2.0014697094073237) | > loss_feat: 7.268291473388672 (7.043525802678075) | > loss_mel: 17.672504425048828 (17.1417625580711) | > loss_duration: 2.106257677078247 (1.992598271232912) | > loss_1: 31.395278930664062 (30.67488138703094) | > grad_norm_1: tensor(287.7460, device='cuda:0') (tensor(128.8820, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3725 (0.3740647195399491) | > loader_time: 0.0047 (0.003973225067401757)  --> TIME: 2024-06-12 09:11:09 -- STEP: 199/330 -- GLOBAL_STEP: 400050 | > loss_disc: 2.3846826553344727 (2.3507941595873034) | > loss_disc_real_0: 0.15101148188114166 (0.11258295197133443) | > loss_disc_real_1: 0.2132808119058609 (0.19594084550088375) | > loss_disc_real_2: 0.2335253655910492 (0.21064684476385165) | > loss_disc_real_3: 0.25467896461486816 (0.22858962416648865) | > loss_disc_real_4: 0.2552984058856964 (0.2307908275169344) | > loss_disc_real_5: 0.21798932552337646 (0.22102620875715612) | > loss_0: 2.3846826553344727 (2.3507941595873034) | > grad_norm_0: tensor(21.2506, device='cuda:0') (tensor(12.1819, device='cuda:0')) | > loss_gen: 2.6469779014587402 (2.5040208886017137) | > loss_kl: 2.0146257877349854 (2.0041436897450353) | > loss_feat: 6.301001071929932 (7.072390884610277) | > loss_mel: 16.869892120361328 (17.11019003690787) | > loss_duration: 2.1173324584960938 (2.001075180331666) | > loss_1: 29.949831008911133 (30.69182072931798) | > grad_norm_1: tensor(178.3978, device='cuda:0') (tensor(156.5872, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.3932 (0.3760995217903174) | > loader_time: 0.0046 (0.004080504029240444)  --> TIME: 2024-06-12 09:11:19 -- STEP: 224/330 -- GLOBAL_STEP: 400075 | > loss_disc: 2.327305316925049 (2.3586593866348267) | > loss_disc_real_0: 0.17162343859672546 (0.11481503776407667) | > loss_disc_real_1: 0.1783229112625122 (0.196347377994763) | > loss_disc_real_2: 0.22688515484333038 (0.21132006043834345) | > loss_disc_real_3: 0.2188759595155716 (0.2290201454556414) | > loss_disc_real_4: 0.22914066910743713 (0.23183426347428135) | > loss_disc_real_5: 0.22160522639751434 (0.221811712586454) | > loss_0: 2.327305316925049 (2.3586593866348267) | > grad_norm_0: tensor(49.6497, device='cuda:0') (tensor(14.1966, device='cuda:0')) | > loss_gen: 2.479057550430298 (2.4985039936644684) | > loss_kl: 1.954895257949829 (2.010484675211565) | > loss_feat: 7.476882457733154 (7.048882597259113) | > loss_mel: 17.01524543762207 (17.0769467992442) | > loss_duration: 2.128443717956543 (2.009142631930965) | > loss_1: 31.054523468017578 (30.643960739885056) | > grad_norm_1: tensor(562.9670, device='cuda:0') (tensor(178.8189, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.4094 (0.3802363233906881) | > loader_time: 0.0054 (0.0041894870144980325)  --> TIME: 2024-06-12 09:11:30 -- STEP: 249/330 -- GLOBAL_STEP: 400100 | > loss_disc: 2.3932297229766846 (2.359775736628766) | > loss_disc_real_0: 0.09706039726734161 (0.11539031613064578) | > loss_disc_real_1: 0.20582717657089233 (0.19670423009548801) | > loss_disc_real_2: 0.2089727520942688 (0.2117832666898827) | > loss_disc_real_3: 0.25863441824913025 (0.229052400971991) | > loss_disc_real_4: 0.21955032646656036 (0.23126962116683822) | > loss_disc_real_5: 0.20499543845653534 (0.22127131698840113) | > loss_0: 2.3932297229766846 (2.359775736628766) | > grad_norm_0: tensor(7.5017, device='cuda:0') (tensor(15.2046, device='cuda:0')) | > loss_gen: 2.425287961959839 (2.4980524467177174) | > loss_kl: 2.0230984687805176 (2.0138966175447033) | > loss_feat: 6.951359748840332 (7.04847755010827) | > loss_mel: 16.875356674194336 (17.05370838670846) | > loss_duration: 2.090711832046509 (2.018041434536977) | > loss_1: 30.365814208984375 (30.63217645668122) | > grad_norm_1: tensor(239.7517, device='cuda:0') (tensor(196.6478, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.4297 (0.38489463721891953) | > loader_time: 0.0063 (0.004333526733888685)  --> TIME: 2024-06-12 09:11:42 -- STEP: 274/330 -- GLOBAL_STEP: 400125 | > loss_disc: 2.469203472137451 (2.360650984040142) | > loss_disc_real_0: 0.08927340060472488 (0.11635897371129397) | > loss_disc_real_1: 0.18382319808006287 (0.19676994102714707) | > loss_disc_real_2: 0.2662658095359802 (0.2120076705069438) | > loss_disc_real_3: 0.24404051899909973 (0.2290643705395016) | > loss_disc_real_4: 0.25142166018486023 (0.23147995824361373) | > loss_disc_real_5: 0.23922494053840637 (0.2215026747571291) | > loss_0: 2.469203472137451 (2.360650984040142) | > grad_norm_0: tensor(9.0185, device='cuda:0') (tensor(16.0485, device='cuda:0')) | > loss_gen: 2.3127095699310303 (2.496050083724251) | > loss_kl: 2.1241726875305176 (2.019133420321193) | > loss_feat: 6.843719482421875 (7.034948919811388) | > loss_mel: 15.828752517700195 (17.006537458322352) | > loss_duration: 2.1095306873321533 (2.0268418101498686) | > loss_1: 29.21888542175293 (30.583511707556507) | > grad_norm_1: tensor(347.4644, device='cuda:0') (tensor(210.3407, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.4454 (0.3898344344466271) | > loader_time: 0.0055 (0.004479511810915318)  --> TIME: 2024-06-12 09:11:54 -- STEP: 299/330 -- GLOBAL_STEP: 400150 | > loss_disc: 2.3732404708862305 (2.3653411458567235) | > loss_disc_real_0: 0.1175636351108551 (0.1174169705563963) | > loss_disc_real_1: 0.16456329822540283 (0.1968776386318398) | > loss_disc_real_2: 0.19534088671207428 (0.21215674769519569) | > loss_disc_real_3: 0.24213148653507233 (0.22959571737908202) | > loss_disc_real_4: 0.2428133487701416 (0.2317976589784973) | > loss_disc_real_5: 0.2293863445520401 (0.2215735379569107) | > loss_0: 2.3732404708862305 (2.3653411458567235) | > grad_norm_0: tensor(20.4310, device='cuda:0') (tensor(16.3878, device='cuda:0')) | > loss_gen: 2.3689045906066895 (2.491163648490522) | > loss_kl: 2.176637649536133 (2.0238031579499256) | > loss_feat: 6.770932197570801 (7.048795599602537) | > loss_mel: 17.165281295776367 (16.972260105171333) | > loss_duration: 2.198617458343506 (2.037901035519349) | > loss_1: 30.68037223815918 (30.573923538361107) | > grad_norm_1: tensor(430.2355, device='cuda:0') (tensor(219.0686, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.4766 (0.3963214657378434) | > loader_time: 0.0068 (0.004645217621206844)  --> TIME: 2024-06-12 09:12:08 -- STEP: 324/330 -- GLOBAL_STEP: 400175 | > loss_disc: 2.4506635665893555 (2.3689761949174204) | > loss_disc_real_0: 0.10830605030059814 (0.11886386750380934) | > loss_disc_real_1: 0.17943044006824493 (0.19781206824161385) | > loss_disc_real_2: 0.19245095551013947 (0.21193432476785456) | > loss_disc_real_3: 0.2314724624156952 (0.2291914485854867) | > loss_disc_real_4: 0.24663151800632477 (0.23191385863371838) | > loss_disc_real_5: 0.23808853328227997 (0.22179998305660698) | > loss_0: 2.4506635665893555 (2.3689761949174204) | > grad_norm_0: tensor(11.3023, device='cuda:0') (tensor(16.4780, device='cuda:0')) | > loss_gen: 2.323042631149292 (2.485981544594706) | > loss_kl: 2.2060282230377197 (2.0305755495289226) | > loss_feat: 8.94654655456543 (7.0899976594948475) | > loss_mel: 17.072174072265625 (16.911153969941317) | > loss_duration: 2.253159523010254 (2.0525449565899243) | > loss_1: 32.80094909667969 (30.570253660649428) | > grad_norm_1: tensor(229.2728, device='cuda:0') (tensor(223.1367, device='cuda:0')) | > current_lr_0: 0.00017771568235437865 | > current_lr_1: 0.00017771568235437865 | > step_time: 0.6197 (0.40823586266717765) | > loader_time: 0.0095 (0.004915636998635755)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3860979080200195 (2.3860979080200195) | > loss_disc_real_0: 0.1277189552783966 (0.1277189552783966) | > loss_disc_real_1: 0.12040536850690842 (0.12040536850690842) | > loss_disc_real_2: 0.20072919130325317 (0.20072919130325317) | > loss_disc_real_3: 0.2879471182823181 (0.2879471182823181) | > loss_disc_real_4: 0.25508275628089905 (0.25508275628089905) | > loss_disc_real_5: 0.33826321363449097 (0.33826321363449097) | > loss_0: 2.3860979080200195 (2.3860979080200195) | > loss_gen: 2.5284082889556885 (2.5284082889556885) | > loss_kl: 2.8883895874023438 (2.8883895874023438) | > loss_feat: 8.665817260742188 (8.665817260742188) | > loss_mel: 17.391843795776367 (17.391843795776367) | > loss_duration: 2.9854798316955566 (2.9854798316955566) | > loss_1: 34.459938049316406 (34.459938049316406)  --> STEP: 1 | > loss_disc: 2.3071324825286865 (2.3071324825286865) | > loss_disc_real_0: 0.04211162403225899 (0.04211162403225899) | > loss_disc_real_1: 0.14561201632022858 (0.14561201632022858) | > loss_disc_real_2: 0.20534130930900574 (0.20534130930900574) | > loss_disc_real_3: 0.22027167677879333 (0.22027167677879333) | > loss_disc_real_4: 0.20508143305778503 (0.20508143305778503) | > loss_disc_real_5: 0.21726080775260925 (0.21726080775260925) | > loss_0: 2.3071324825286865 (2.3071324825286865) | > loss_gen: 2.062520980834961 (2.062520980834961) | > loss_kl: 3.300858497619629 (3.300858497619629) | > loss_feat: 7.631026744842529 (7.631026744842529) | > loss_mel: 19.025754928588867 (19.025754928588867) | > loss_duration: 2.5027174949645996 (2.5027174949645996) | > loss_1: 34.52287673950195 (34.52287673950195)  --> STEP: 2 | > loss_disc: 2.3315229415893555 (2.319327712059021) | > loss_disc_real_0: 0.04867278039455414 (0.04539220221340656) | > loss_disc_real_1: 0.1467733383178711 (0.14619267731904984) | > loss_disc_real_2: 0.1540948748588562 (0.17971809208393097) | > loss_disc_real_3: 0.19482840597629547 (0.2075500413775444) | > loss_disc_real_4: 0.2579260766506195 (0.23150375485420227) | > loss_disc_real_5: 0.2321331650018692 (0.22469698637723923) | > loss_0: 2.3315229415893555 (2.319327712059021) | > loss_gen: 2.0550386905670166 (2.0587798357009888) | > loss_kl: 3.1271047592163086 (3.2139816284179688) | > loss_feat: 6.589382171630859 (7.110204458236694) | > loss_mel: 19.945709228515625 (19.485732078552246) | > loss_duration: 2.4907572269439697 (2.4967373609542847) | > loss_1: 34.20799255371094 (34.365434646606445)  --> STEP: 3 | > loss_disc: 2.4834067821502686 (2.37402073542277) | > loss_disc_real_0: 0.10126243531703949 (0.06401561324795087) | > loss_disc_real_1: 0.11452746391296387 (0.13563760618368784) | > loss_disc_real_2: 0.15663626790046692 (0.17202415068944296) | > loss_disc_real_3: 0.2768723964691162 (0.23065749307473501) | > loss_disc_real_4: 0.3421642482280731 (0.26839058597882587) | > loss_disc_real_5: 0.2970774471759796 (0.24882380664348602) | > loss_0: 2.4834067821502686 (2.37402073542277) | > loss_gen: 2.2275712490081787 (2.1150436401367188) | > loss_kl: 4.1392436027526855 (3.522402286529541) | > loss_feat: 5.995014667510986 (6.738474527994792) | > loss_mel: 16.742631912231445 (18.571365356445312) | > loss_duration: 2.4089903831481934 (2.4674883683522544) | > loss_1: 31.513452529907227 (33.41477394104004)  --> STEP: 4 | > loss_disc: 2.3816046714782715 (2.3759167194366455) | > loss_disc_real_0: 0.1317451298236847 (0.08094799239188433) | > loss_disc_real_1: 0.13240958750247955 (0.13483060151338577) | > loss_disc_real_2: 0.2602590024471283 (0.1940828636288643) | > loss_disc_real_3: 0.2191186100244522 (0.2277727723121643) | > loss_disc_real_4: 0.21879804134368896 (0.25599244982004166) | > loss_disc_real_5: 0.23926885426044464 (0.24643506854772568) | > loss_0: 2.3816046714782715 (2.3759167194366455) | > loss_gen: 2.251657485961914 (2.1491971015930176) | > loss_kl: 3.4221417903900146 (3.4973371624946594) | > loss_feat: 7.113799095153809 (6.832305669784546) | > loss_mel: 17.794095993041992 (18.377048015594482) | > loss_duration: 2.4115891456604004 (2.4535135626792908) | > loss_1: 32.993282318115234 (33.30940103530884)  --> STEP: 5 | > loss_disc: 2.414616584777832 (2.383656692504883) | > loss_disc_real_0: 0.17076221108436584 (0.09891083613038062) | > loss_disc_real_1: 0.2122349888086319 (0.150311478972435) | > loss_disc_real_2: 0.189912348985672 (0.19324876070022584) | > loss_disc_real_3: 0.22755777835845947 (0.22772977352142335) | > loss_disc_real_4: 0.24758027493953705 (0.2543100148439407) | > loss_disc_real_5: 0.2808021605014801 (0.2533084869384766) | > loss_0: 2.414616584777832 (2.383656692504883) | > loss_gen: 2.393141984939575 (2.1979860782623293) | > loss_kl: 2.974135637283325 (3.3926968574523926) | > loss_feat: 5.712031841278076 (6.608250904083252) | > loss_mel: 18.563142776489258 (18.414266967773436) | > loss_duration: 2.350912094116211 (2.432993268966675) | > loss_1: 31.993364334106445 (33.04619369506836)  --> STEP: 6 | > loss_disc: 2.3003344535827637 (2.3697696526845298) | > loss_disc_real_0: 0.0638166218996048 (0.09306180042525132) | > loss_disc_real_1: 0.1356828361749649 (0.14787337183952332) | > loss_disc_real_2: 0.21523545682430267 (0.19691321005423865) | > loss_disc_real_3: 0.2132285088300705 (0.22531289607286453) | > loss_disc_real_4: 0.20634080469608307 (0.24631514648596445) | > loss_disc_real_5: 0.20765358209609985 (0.2456993361314138) | > loss_0: 2.3003344535827637 (2.3697696526845298) | > loss_gen: 2.12581729888916 (2.185957948366801) | > loss_kl: 3.252906322479248 (3.3693984349568686) | > loss_feat: 7.043692111968994 (6.680824438730876) | > loss_mel: 18.7235107421875 (18.46580759684245) | > loss_duration: 2.216684103012085 (2.3969417413075766) | > loss_1: 33.36260986328125 (33.09892972310384)  --> STEP: 7 | > loss_disc: 2.3678762912750244 (2.3694991724831715) | > loss_disc_real_0: 0.11677256226539612 (0.09644905211670059) | > loss_disc_real_1: 0.16848833858966827 (0.15081836708954402) | > loss_disc_real_2: 0.23200951516628265 (0.2019269679273878) | > loss_disc_real_3: 0.3710094392299652 (0.24612668795245035) | > loss_disc_real_4: 0.3258039355278015 (0.25767068777765545) | > loss_disc_real_5: 0.3027854561805725 (0.25385449613843647) | > loss_0: 2.3678762912750244 (2.3694991724831715) | > loss_gen: 2.816035032272339 (2.2759689603533064) | > loss_kl: 4.685654640197754 (3.5574350357055664) | > loss_feat: 6.061016082763672 (6.592280387878418) | > loss_mel: 17.311748504638672 (18.300942012241908) | > loss_duration: 2.534010648727417 (2.4165230137961253) | > loss_1: 33.40846252441406 (33.143148694719585)  --> STEP: 8 | > loss_disc: 2.345871925354004 (2.3665457665920258) | > loss_disc_real_0: 0.09892947971820831 (0.09675910556688905) | > loss_disc_real_1: 0.12198863923549652 (0.14721465110778809) | > loss_disc_real_2: 0.19228176772594452 (0.20072131790220737) | > loss_disc_real_3: 0.24266481399536133 (0.24569395370781422) | > loss_disc_real_4: 0.27298209071159363 (0.25958461314439774) | > loss_disc_real_5: 0.22080771625041962 (0.24972364865243435) | > loss_0: 2.345871925354004 (2.3665457665920258) | > loss_gen: 2.180372476577759 (2.264019399881363) | > loss_kl: 3.395983934402466 (3.537253648042679) | > loss_feat: 9.953704833984375 (7.012458443641663) | > loss_mel: 18.34339141845703 (18.3062481880188) | > loss_duration: 2.3155570030212402 (2.4039022624492645) | > loss_1: 36.18901062011719 (33.52388143539429)  --> STEP: 9 | > loss_disc: 2.468046188354492 (2.3778235912323) | > loss_disc_real_0: 0.13282367587089539 (0.10076628004511197) | > loss_disc_real_1: 0.1826489269733429 (0.15115179287062752) | > loss_disc_real_2: 0.24903522431850433 (0.20608952972624037) | > loss_disc_real_3: 0.2542814612388611 (0.24664812121126387) | > loss_disc_real_4: 0.26520538330078125 (0.2602091431617737) | > loss_disc_real_5: 0.2062501311302185 (0.2448932578166326) | > loss_0: 2.468046188354492 (2.3778235912323) | > loss_gen: 2.1897263526916504 (2.255764616860284) | > loss_kl: 3.130232095718384 (3.4920290311177573) | > loss_feat: 6.5196661949157715 (6.957703749338786) | > loss_mel: 17.656736373901367 (18.234080208672417) | > loss_duration: 2.2205657958984375 (2.383531543943617) | > loss_1: 31.71692657470703 (33.3231086730957)  --> STEP: 10 | > loss_disc: 2.4194746017456055 (2.38198869228363) | > loss_disc_real_0: 0.14291557669639587 (0.10498120971024036) | > loss_disc_real_1: 0.17803631722927094 (0.15384024530649185) | > loss_disc_real_2: 0.23354396224021912 (0.20883497297763826) | > loss_disc_real_3: 0.23422831296920776 (0.24540614038705827) | > loss_disc_real_4: 0.2075936496257782 (0.2549475938081741) | > loss_disc_real_5: 0.21217124164104462 (0.24162105619907379) | > loss_0: 2.4194746017456055 (2.38198869228363) | > loss_gen: 2.1189205646514893 (2.2420802116394043) | > loss_kl: 2.8302974700927734 (3.425855875015259) | > loss_feat: 5.05045747756958 (6.766979122161866) | > loss_mel: 14.828415870666504 (17.893513774871828) | > loss_duration: 2.4213509559631348 (2.387313485145569) | > loss_1: 27.24944305419922 (32.715742111206055)  --> STEP: 11 | > loss_disc: 2.638061761856079 (2.405268062244762) | > loss_disc_real_0: 0.14454159140586853 (0.10857760804620656) | > loss_disc_real_1: 0.1776638776063919 (0.15600603006102823) | > loss_disc_real_2: 0.228615865111351 (0.21063323589888486) | > loss_disc_real_3: 0.2833467721939087 (0.24885528873313556) | > loss_disc_real_4: 0.3342727720737457 (0.26215897365049884) | > loss_disc_real_5: 0.30810025334358215 (0.2476646195758473) | > loss_0: 2.638061761856079 (2.405268062244762) | > loss_gen: 2.177434206008911 (2.2362033020366323) | > loss_kl: 3.8688600063323975 (3.4661289778622715) | > loss_feat: 6.128169536590576 (6.708905523473566) | > loss_mel: 16.042964935302734 (17.725282062183727) | > loss_duration: 2.545527935028076 (2.4016966169530694) | > loss_1: 30.762956619262695 (32.53821615739302)  --> STEP: 12 | > loss_disc: 2.4503345489501953 (2.4090236028035483) | > loss_disc_real_0: 0.11541406810283661 (0.10914731305092573) | > loss_disc_real_1: 0.15314872562885284 (0.15576792135834694) | > loss_disc_real_2: 0.16223961114883423 (0.20660043383638063) | > loss_disc_real_3: 0.20825563371181488 (0.2454719841480255) | > loss_disc_real_4: 0.23250766098499298 (0.25968803092837334) | > loss_disc_real_5: 0.23565271496772766 (0.24666362752517065) | > loss_0: 2.4503345489501953 (2.4090236028035483) | > loss_gen: 1.995940089225769 (2.216181367635727) | > loss_kl: 2.577962875366211 (3.3921151359876) | > loss_feat: 7.858306884765625 (6.804688970247905) | > loss_mel: 18.83561134338379 (17.817809502283733) | > loss_duration: 2.280794143676758 (2.39162141084671) | > loss_1: 33.548614501953125 (32.6224160194397)  --> STEP: 13 | > loss_disc: 2.4175350666046143 (2.4096783307882457) | > loss_disc_real_0: 0.13717612624168396 (0.11130337560406098) | > loss_disc_real_1: 0.25617703795433044 (0.16349169955803797) | > loss_disc_real_2: 0.23613053560256958 (0.2088719801260875) | > loss_disc_real_3: 0.2946849763393402 (0.2492575989319728) | > loss_disc_real_4: 0.2594311833381653 (0.2596682734214343) | > loss_disc_real_5: 0.24522411823272705 (0.24655289604113653) | > loss_0: 2.4175350666046143 (2.4096783307882457) | > loss_gen: 2.520857334136963 (2.2396179804435143) | > loss_kl: 3.4644689559936523 (3.3976808144496036) | > loss_feat: 6.62973690032959 (6.791231118715727) | > loss_mel: 16.5236873626709 (17.718261645390438) | > loss_duration: 2.205676555633545 (2.3773179604456973) | > loss_1: 31.34442710876465 (32.524109180157)  --> STEP: 14 | > loss_disc: 2.5520477294921875 (2.4198475735528127) | > loss_disc_real_0: 0.09173619747161865 (0.10990572002317224) | > loss_disc_real_1: 0.2018461525440216 (0.1662313033427511) | > loss_disc_real_2: 0.1912517249584198 (0.20761339047125407) | > loss_disc_real_3: 0.26546645164489746 (0.25041537412575315) | > loss_disc_real_4: 0.2632375955581665 (0.25992322500262943) | > loss_disc_real_5: 0.21955697238445282 (0.24462461577994482) | > loss_0: 2.5520477294921875 (2.4198475735528127) | > loss_gen: 1.9541795253753662 (2.219229519367218) | > loss_kl: 3.653430700302124 (3.4159486634390697) | > loss_feat: 6.241052627563477 (6.751932655061994) | > loss_mel: 19.446104049682617 (17.841678959982737) | > loss_duration: 2.3812596797943115 (2.3775995118277415) | > loss_1: 33.676025390625 (32.60638890947614)  --> STEP: 15 | > loss_disc: 2.6497626304626465 (2.4351752440134686) | > loss_disc_real_0: 0.1790546476840973 (0.11451564853390057) | > loss_disc_real_1: 0.1783202886581421 (0.1670372356971105) | > loss_disc_real_2: 0.32733315229415894 (0.2155947079261144) | > loss_disc_real_3: 0.3208775222301483 (0.25511285066604616) | > loss_disc_real_4: 0.2526758909225464 (0.25944006939729053) | > loss_disc_real_5: 0.21247263252735138 (0.24248115022977193) | > loss_0: 2.6497626304626465 (2.4351752440134686) | > loss_gen: 2.221306562423706 (2.219367988904317) | > loss_kl: 3.9908180236816406 (3.454273287455241) | > loss_feat: 10.278610229492188 (6.987044493357341) | > loss_mel: 17.717992782592773 (17.833433214823405) | > loss_duration: 2.4085941314697266 (2.379665819803874) | > loss_1: 36.61732482910156 (32.873784637451166)  --> STEP: 16 | > loss_disc: 2.6153266429901123 (2.4464347064495087) | > loss_disc_real_0: 0.13716596364974976 (0.11593129322864115) | > loss_disc_real_1: 0.2758103311061859 (0.1738355541601777) | > loss_disc_real_2: 0.2633272111415863 (0.2185779893770814) | > loss_disc_real_3: 0.2994931936264038 (0.2578866221010685) | > loss_disc_real_4: 0.2874673008918762 (0.26119177136570215) | > loss_disc_real_5: 0.2770209312438965 (0.24463988654315472) | > loss_0: 2.6153266429901123 (2.4464347064495087) | > loss_gen: 2.338773488998413 (2.226830832660198) | > loss_kl: 2.789030075073242 (3.412695586681366) | > loss_feat: 6.178200721740723 (6.936491757631302) | > loss_mel: 14.447131156921387 (17.62178933620453) | > loss_duration: 2.407534599304199 (2.381407618522644) | > loss_1: 28.16067123413086 (32.579215049743645)  --> STEP: 17 | > loss_disc: 2.9084675312042236 (2.4736131079056682) | > loss_disc_real_0: 0.1593618094921112 (0.11848602947943351) | > loss_disc_real_1: 0.20482315123081207 (0.1756583539878621) | > loss_disc_real_2: 0.393889456987381 (0.2288904286482755) | > loss_disc_real_3: 0.35617443919181824 (0.2636682584005244) | > loss_disc_real_4: 0.33035680651664734 (0.2652603028451695) | > loss_disc_real_5: 0.40796032547950745 (0.2542469711864696) | > loss_0: 2.9084675312042236 (2.4736131079056682) | > loss_gen: 2.4720473289489746 (2.241255332441891) | > loss_kl: 3.0508108139038086 (3.3914082471062157) | > loss_feat: 5.141048431396484 (6.830877444323371) | > loss_mel: 16.897281646728516 (17.579171236823587) | > loss_duration: 2.4715657234191895 (2.386711036457735) | > loss_1: 30.03275489807129 (32.42942327611586)  --> STEP: 18 | > loss_disc: 2.4663314819335938 (2.473208573129442) | > loss_disc_real_0: 0.10610862821340561 (0.1177983960757653) | > loss_disc_real_1: 0.13194265961647034 (0.17322970430056253) | > loss_disc_real_2: 0.18850208818912506 (0.22664663195610046) | > loss_disc_real_3: 0.24238522350788116 (0.2624858675731553) | > loss_disc_real_4: 0.22860457003116608 (0.26322387324439156) | > loss_disc_real_5: 0.23394447565078735 (0.2531190547678206) | > loss_0: 2.4663314819335938 (2.473208573129442) | > loss_gen: 2.103980541229248 (2.2336289551523) | > loss_kl: 2.8422510623931885 (3.3608995146221585) | > loss_feat: 8.057243347167969 (6.899008883370294) | > loss_mel: 18.034778594970703 (17.60448275672065) | > loss_duration: 2.2491087913513184 (2.3790664672851562) | > loss_1: 33.28736114501953 (32.477086491054955)  --> STEP: 19 | > loss_disc: 2.6997082233428955 (2.485129607351203) | > loss_disc_real_0: 0.10167469084262848 (0.11694978001086336) | > loss_disc_real_1: 0.2023504674434662 (0.1747623760449259) | > loss_disc_real_2: 0.21773314476013184 (0.22617750105104947) | > loss_disc_real_3: 0.27176567912101746 (0.2629742787072533) | > loss_disc_real_4: 0.25173601508140564 (0.2626192491305502) | > loss_disc_real_5: 0.29226791858673096 (0.2551795212846053) | > loss_0: 2.6997082233428955 (2.485129607351203) | > loss_gen: 1.9008440971374512 (2.216113962625202) | > loss_kl: 2.319387197494507 (3.306083076878598) | > loss_feat: 5.012376308441162 (6.799712432058234) | > loss_mel: 17.072866439819336 (17.57650295056795) | > loss_duration: 2.3287482261657715 (2.376418138805189) | > loss_1: 28.63422203063965 (32.27483046682257)  --> STEP: 20 | > loss_disc: 2.6117188930511475 (2.4914590716362) | > loss_disc_real_0: 0.1646878570318222 (0.11933668386191129) | > loss_disc_real_1: 0.14151611924171448 (0.17310006320476531) | > loss_disc_real_2: 0.3502461910247803 (0.23238093554973602) | > loss_disc_real_3: 0.2749169170856476 (0.263571410626173) | > loss_disc_real_4: 0.23859141767024994 (0.26141785755753516) | > loss_disc_real_5: 0.21254275739192963 (0.25304768308997155) | > loss_0: 2.6117188930511475 (2.4914590716362) | > loss_gen: 2.139591693878174 (2.212287849187851) | > loss_kl: 2.232103109359741 (3.252384078502655) | > loss_feat: 5.400791168212891 (6.729766368865967) | > loss_mel: 17.786664962768555 (17.587011051177978) | > loss_duration: 2.3357625007629395 (2.374385356903076) | > loss_1: 29.894912719726562 (32.15583457946777)  --> STEP: 21 | > loss_disc: 2.533519983291626 (2.4934619721912203) | > loss_disc_real_0: 0.17087194323539734 (0.1217907438320773) | > loss_disc_real_1: 0.23312461376190186 (0.17595837513605753) | > loss_disc_real_2: 0.2458415925502777 (0.23302191921642848) | > loss_disc_real_3: 0.2567477524280548 (0.26324647452150074) | > loss_disc_real_4: 0.28006353974342346 (0.2623057471854346) | > loss_disc_real_5: 0.2504788637161255 (0.25292535835788366) | > loss_0: 2.533519983291626 (2.4934619721912203) | > loss_gen: 2.326005220413208 (2.217702962103344) | > loss_kl: 1.935794472694397 (3.1896893353689286) | > loss_feat: 4.589787006378174 (6.627862589699881) | > loss_mel: 14.462425231933594 (17.43822125026158) | > loss_duration: 2.1831817626953125 (2.365280423845564) | > loss_1: 25.497194290161133 (31.83875647045317)  --> STEP: 22 | > loss_disc: 2.4381296634674072 (2.4909468672492285) | > loss_disc_real_0: 0.12490127980709076 (0.12193213183094155) | > loss_disc_real_1: 0.18201583623886108 (0.17623371427709406) | > loss_disc_real_2: 0.22032874822616577 (0.23244495689868927) | > loss_disc_real_3: 0.24002115428447723 (0.2621907781470906) | > loss_disc_real_4: 0.24634495377540588 (0.2615802565758878) | > loss_disc_real_5: 0.2636987864971161 (0.25341505963693967) | > loss_0: 2.4381296634674072 (2.4909468672492285) | > loss_gen: 2.222034215927124 (2.217899837277152) | > loss_kl: 2.43630051612854 (3.15544438903982) | > loss_feat: 8.60487174987793 (6.717726642435247) | > loss_mel: 18.00473403930664 (17.463971831581812) | > loss_duration: 2.208930015563965 (2.358173587105491) | > loss_1: 33.476871490478516 (31.913216244090687)  --> STEP: 23 | > loss_disc: 2.60443377494812 (2.495881080627441) | > loss_disc_real_0: 0.15808075666427612 (0.12350381117152132) | > loss_disc_real_1: 0.15031836926937103 (0.1751069601463235) | > loss_disc_real_2: 0.1912112981081009 (0.23065218912518543) | > loss_disc_real_3: 0.25389695167541504 (0.26183017699614813) | > loss_disc_real_4: 0.303960919380188 (0.26342289408911823) | > loss_disc_real_5: 0.31052786111831665 (0.25589822491873865) | > loss_0: 2.60443377494812 (2.495881080627441) | > loss_gen: 2.2393875122070312 (2.218834084013234) | > loss_kl: 3.3595714569091797 (3.1643194789471836) | > loss_feat: 5.814550399780273 (6.6784581101459) | > loss_mel: 17.547359466552734 (17.467597380928375) | > loss_duration: 2.317946434020996 (2.3564245804496435) | > loss_1: 31.27881622314453 (31.885633634484332)  --> STEP: 24 | > loss_disc: 2.219088077545166 (2.4843480388323465) | > loss_disc_real_0: 0.1252075880765915 (0.12357480187589924) | > loss_disc_real_1: 0.1134224608540535 (0.17253677267581224) | > loss_disc_real_2: 0.20845963060855865 (0.22972749918699265) | > loss_disc_real_3: 0.285884827375412 (0.26283245409528416) | > loss_disc_real_4: 0.16962546110153198 (0.25951466771463544) | > loss_disc_real_5: 0.18471574783325195 (0.25293228837351006) | > loss_0: 2.219088077545166 (2.4843480388323465) | > loss_gen: 2.4211783409118652 (2.227265094717344) | > loss_kl: 2.60766863822937 (3.1411256939172745) | > loss_feat: 6.884823799133301 (6.687056680520375) | > loss_mel: 17.499370574951172 (17.468921264012657) | > loss_duration: 2.4184770584106445 (2.3590101003646855) | > loss_1: 31.831520080566406 (31.883378903071087)  --> STEP: 25 | > loss_disc: 2.5290496349334717 (2.4861361026763915) | > loss_disc_real_0: 0.2277209609746933 (0.12774064823985098) | > loss_disc_real_1: 0.16392861306667328 (0.1721924462914467) | > loss_disc_real_2: 0.208049938082695 (0.22886039674282074) | > loss_disc_real_3: 0.2022833377122879 (0.2604104894399643) | > loss_disc_real_4: 0.266715407371521 (0.2598026973009109) | > loss_disc_real_5: 0.22422589361667633 (0.25178403258323667) | > loss_0: 2.5290496349334717 (2.4861361026763915) | > loss_gen: 2.2298336029052734 (2.227367835044861) | > loss_kl: 3.566873073577881 (3.1581555891036985) | > loss_feat: 7.388370513916016 (6.715109233856201) | > loss_mel: 16.011680603027344 (17.410631637573246) | > loss_duration: 2.4452240467071533 (2.3624586582183844) | > loss_1: 31.641983032226562 (31.873723068237304)  --> STEP: 26 | > loss_disc: 3.0350341796875 (2.507247567176819) | > loss_disc_real_0: 0.16514718532562256 (0.12917936120468834) | > loss_disc_real_1: 0.2232712209224701 (0.17415701454648605) | > loss_disc_real_2: 0.23396238684654236 (0.2290566271314254) | > loss_disc_real_3: 0.2692407965660095 (0.2607501166371199) | > loss_disc_real_4: 0.31844770908355713 (0.2620582746771665) | > loss_disc_real_5: 0.2547138035297394 (0.2518967160811791) | > loss_0: 3.0350341796875 (2.507247567176819) | > loss_gen: 1.603217601776123 (2.203362056842217) | > loss_kl: 2.3423500061035156 (3.1267784512959995) | > loss_feat: 2.865752935409546 (6.56705706853133) | > loss_mel: 12.396459579467773 (17.21777886610765) | > loss_duration: 2.3224916458129883 (2.3609214654335613) | > loss_1: 21.5302734375 (31.475898082439716) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023574737402109 (-0.000158319106468787) | > avg_loss_disc: 2.507247567176819 (+0.010094321691072938) | > avg_loss_disc_real_0: 0.12917936120468834 (-0.05906694511381483) | > avg_loss_disc_real_1: 0.17415701454648605 (-0.012544416750852883) | > avg_loss_disc_real_2: 0.2290566271314254 (+0.01761697290035394) | > avg_loss_disc_real_3: 0.2607501166371199 (+0.013467650000865639) | > avg_loss_disc_real_4: 0.2620582746771665 (+0.006738507976898678) | > avg_loss_disc_real_5: 0.2518967160811791 (+0.005651688346495987) | > avg_loss_0: 2.507247567176819 (+0.010094321691072938) | > avg_loss_gen: 2.203362056842217 (-0.18563171074940676) | > avg_loss_kl: 3.1267784512959995 (+0.09475921209041882) | > avg_loss_feat: 6.56705706853133 (-0.20127068116114621) | > avg_loss_mel: 17.21777886610765 (+0.6125885523282584) | > avg_loss_duration: 2.3609214654335613 (+0.002219356023348329) | > avg_loss_1: 31.475898082439716 (+0.32266506781945026)  > EPOCH: 946/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:12:31)   --> TIME: 2024-06-12 09:12:40 -- STEP: 19/330 -- GLOBAL_STEP: 400200 | > loss_disc: 2.2218708992004395 (2.3308064561141166) | > loss_disc_real_0: 0.07093577086925507 (0.10070760273619701) | > loss_disc_real_1: 0.1968618482351303 (0.19701874883551346) | > loss_disc_real_2: 0.18461351096630096 (0.20773401307432274) | > loss_disc_real_3: 0.20912620425224304 (0.23102412804176933) | > loss_disc_real_4: 0.21493378281593323 (0.23269250596824445) | > loss_disc_real_5: 0.22046054899692535 (0.2280260073511224) | > loss_0: 2.2218708992004395 (2.3308064561141166) | > grad_norm_0: tensor(9.3812, device='cuda:0') (tensor(10.4217, device='cuda:0')) | > loss_gen: 2.4497299194335938 (2.5188241757844625) | > loss_kl: 2.0820863246917725 (1.9467483884409855) | > loss_feat: 8.215429306030273 (7.026647116008558) | > loss_mel: 17.337583541870117 (17.378909964310495) | > loss_duration: 1.9640960693359375 (2.0260709461412922) | > loss_1: 32.048927307128906 (30.897200634605007) | > grad_norm_1: tensor(188.3800, device='cuda:0') (tensor(121.4908, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3699 (0.37384074612667684) | > loader_time: 0.003 (0.0033021475139417148)  --> TIME: 2024-06-12 09:12:49 -- STEP: 44/330 -- GLOBAL_STEP: 400225 | > loss_disc: 2.4713971614837646 (2.34154058044607) | > loss_disc_real_0: 0.11519099771976471 (0.10400108535858718) | > loss_disc_real_1: 0.19350983202457428 (0.19351011006669563) | > loss_disc_real_2: 0.2765151858329773 (0.20936988632787357) | > loss_disc_real_3: 0.2562713027000427 (0.22780080952427603) | > loss_disc_real_4: 0.23617510497570038 (0.23117519068447026) | > loss_disc_real_5: 0.22963622212409973 (0.21860737319697032) | > loss_0: 2.4713971614837646 (2.34154058044607) | > grad_norm_0: tensor(7.8539, device='cuda:0') (tensor(9.0396, device='cuda:0')) | > loss_gen: 2.4141764640808105 (2.5118163173848926) | > loss_kl: 2.097447156906128 (1.927345422181216) | > loss_feat: 6.63871431350708 (7.049843192100525) | > loss_mel: 17.282888412475586 (17.337637684561994) | > loss_duration: 1.9112858772277832 (1.983289677988399) | > loss_1: 30.344512939453125 (30.80993227525191) | > grad_norm_1: tensor(72.8551, device='cuda:0') (tensor(98.2578, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3738 (0.36831223422830756) | > loader_time: 0.0041 (0.003404709425839511)  --> TIME: 2024-06-12 09:12:58 -- STEP: 69/330 -- GLOBAL_STEP: 400250 | > loss_disc: 2.3679404258728027 (2.3386905815290366) | > loss_disc_real_0: 0.10904967784881592 (0.10401437280402667) | > loss_disc_real_1: 0.2291671186685562 (0.1930228437202564) | > loss_disc_real_2: 0.21397441625595093 (0.20691655727400296) | > loss_disc_real_3: 0.2416326105594635 (0.22950720441514166) | > loss_disc_real_4: 0.23456428945064545 (0.2320008115923923) | > loss_disc_real_5: 0.23239977657794952 (0.22148814149524854) | > loss_0: 2.3679404258728027 (2.3386905815290366) | > grad_norm_0: tensor(4.7870, device='cuda:0') (tensor(8.8450, device='cuda:0')) | > loss_gen: 2.4412810802459717 (2.4990228051724634) | > loss_kl: 1.9109303951263428 (1.945328256358271) | > loss_feat: 7.741903781890869 (7.078111109526261) | > loss_mel: 16.79170036315918 (17.257042539292488) | > loss_duration: 1.9172306060791016 (1.9733204254205676) | > loss_1: 30.80304527282715 (30.752825225608937) | > grad_norm_1: tensor(58.7369, device='cuda:0') (tensor(94.3673, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3814 (0.36891696764075244) | > loader_time: 0.0041 (0.00351576528687408)  --> TIME: 2024-06-12 09:13:08 -- STEP: 94/330 -- GLOBAL_STEP: 400275 | > loss_disc: 2.3408946990966797 (2.3409118474798007) | > loss_disc_real_0: 0.1107582077383995 (0.1061262991675671) | > loss_disc_real_1: 0.21381060779094696 (0.19309514967050959) | > loss_disc_real_2: 0.18864761292934418 (0.20765909837915542) | > loss_disc_real_3: 0.21380838751792908 (0.22854664255963994) | > loss_disc_real_4: 0.22283002734184265 (0.232157715616074) | > loss_disc_real_5: 0.20223814249038696 (0.2218565414560602) | > loss_0: 2.3408946990966797 (2.3409118474798007) | > grad_norm_0: tensor(11.0159, device='cuda:0') (tensor(8.8560, device='cuda:0')) | > loss_gen: 2.4878315925598145 (2.493678896985154) | > loss_kl: 2.0742270946502686 (1.9628696581150622) | > loss_feat: 7.232688903808594 (7.060577488960104) | > loss_mel: 17.503469467163086 (17.193499950652434) | > loss_duration: 1.9841227531433105 (1.972013957957004) | > loss_1: 31.28234100341797 (30.682640014810765) | > grad_norm_1: tensor(50.5269, device='cuda:0') (tensor(95.6976, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3797 (0.37022287794884223) | > loader_time: 0.004 (0.0035929933507391747)  --> TIME: 2024-06-12 09:13:18 -- STEP: 119/330 -- GLOBAL_STEP: 400300 | > loss_disc: 2.3864052295684814 (2.347497515317773) | > loss_disc_real_0: 0.09313991665840149 (0.1074278741574087) | > loss_disc_real_1: 0.159434512257576 (0.1930056815387822) | > loss_disc_real_2: 0.20772221684455872 (0.2084082237311772) | > loss_disc_real_3: 0.22946330904960632 (0.22904375470986887) | > loss_disc_real_4: 0.251122385263443 (0.2322414374652029) | > loss_disc_real_5: 0.24033695459365845 (0.22266053214293569) | > loss_0: 2.3864052295684814 (2.347497515317773) | > grad_norm_0: tensor(17.5640, device='cuda:0') (tensor(9.2558, device='cuda:0')) | > loss_gen: 2.513092041015625 (2.4876358228571265) | > loss_kl: 2.1815736293792725 (1.98568392400982) | > loss_feat: 7.380942344665527 (7.059146800962817) | > loss_mel: 17.884153366088867 (17.16663283660633) | > loss_duration: 1.9630324840545654 (1.9755461266060836) | > loss_1: 31.922794342041016 (30.67464552807207) | > grad_norm_1: tensor(272.1409, device='cuda:0') (tensor(103.3784, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3823 (0.3739412752520137) | > loader_time: 0.0042 (0.0037030853143259256)  --> TIME: 2024-06-12 09:13:28 -- STEP: 144/330 -- GLOBAL_STEP: 400325 | > loss_disc: 2.4167003631591797 (2.3568719360563493) | > loss_disc_real_0: 0.1160738468170166 (0.1096745974694689) | > loss_disc_real_1: 0.20455627143383026 (0.1934258606698778) | > loss_disc_real_2: 0.23142239451408386 (0.2096237507131365) | > loss_disc_real_3: 0.21575747430324554 (0.22939563335643876) | > loss_disc_real_4: 0.25084587931632996 (0.23272746480587456) | > loss_disc_real_5: 0.23481059074401855 (0.22374720819708374) | > loss_0: 2.4167003631591797 (2.3568719360563493) | > grad_norm_0: tensor(17.7358, device='cuda:0') (tensor(10.6664, device='cuda:0')) | > loss_gen: 2.3446311950683594 (2.483830908934274) | > loss_kl: 1.9224296808242798 (1.9948010585374303) | > loss_feat: 6.770583629608154 (7.01275940736135) | > loss_mel: 16.222793579101562 (17.136695583661403) | > loss_duration: 1.9735972881317139 (1.9820729941129684) | > loss_1: 29.234033584594727 (30.610159979926216) | > grad_norm_1: tensor(299.5276, device='cuda:0') (tensor(128.7761, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3809 (0.3759047869178984) | > loader_time: 0.0039 (0.0037929928965038722)  --> TIME: 2024-06-12 09:13:38 -- STEP: 169/330 -- GLOBAL_STEP: 400350 | > loss_disc: 2.3677103519439697 (2.3568721085610482) | > loss_disc_real_0: 0.14096932113170624 (0.11140672280590914) | > loss_disc_real_1: 0.19253608584403992 (0.1940339180315739) | > loss_disc_real_2: 0.20512810349464417 (0.20941152639642974) | > loss_disc_real_3: 0.25839313864707947 (0.22902788433450214) | > loss_disc_real_4: 0.2476745992898941 (0.23340760541738137) | > loss_disc_real_5: 0.2147541642189026 (0.2226250774761629) | > loss_0: 2.3677103519439697 (2.3568721085610482) | > grad_norm_0: tensor(9.2313, device='cuda:0') (tensor(11.5144, device='cuda:0')) | > loss_gen: 2.513422727584839 (2.4886377125802115) | > loss_kl: 1.9640748500823975 (2.0020797513645774) | > loss_feat: 6.909027576446533 (7.006957855450333) | > loss_mel: 16.018381118774414 (17.126015285063072) | > loss_duration: 2.040189027786255 (1.98801259952184) | > loss_1: 29.44509506225586 (30.61170321808764) | > grad_norm_1: tensor(146.9584, device='cuda:0') (tensor(148.4483, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.4272 (0.37818685650120104) | > loader_time: 0.0039 (0.0038835155893359665)  --> TIME: 2024-06-12 09:13:48 -- STEP: 194/330 -- GLOBAL_STEP: 400375 | > loss_disc: 2.3781795501708984 (2.358826797033094) | > loss_disc_real_0: 0.0926964282989502 (0.11197296253491923) | > loss_disc_real_1: 0.21749381721019745 (0.1945275023733217) | > loss_disc_real_2: 0.17407628893852234 (0.20974994788772053) | > loss_disc_real_3: 0.24612446129322052 (0.22934735627825728) | > loss_disc_real_4: 0.2523815929889679 (0.23280672982488712) | > loss_disc_real_5: 0.19863128662109375 (0.22249664773338848) | > loss_0: 2.3781795501708984 (2.358826797033094) | > grad_norm_0: tensor(10.0727, device='cuda:0') (tensor(12.5255, device='cuda:0')) | > loss_gen: 2.304947853088379 (2.4897205780461875) | > loss_kl: 1.9549669027328491 (2.0044949841253534) | > loss_feat: 6.593541145324707 (7.002424417082797) | > loss_mel: 17.523895263671875 (17.107980649495865) | > loss_duration: 2.029041051864624 (1.996041281321614) | > loss_1: 30.406391143798828 (30.60066189716772) | > grad_norm_1: tensor(166.2341, device='cuda:0') (tensor(164.2911, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.3931 (0.3806027063389413) | > loader_time: 0.0046 (0.003989925089570666)  --> TIME: 2024-06-12 09:13:58 -- STEP: 219/330 -- GLOBAL_STEP: 400400 | > loss_disc: 2.226330518722534 (2.359551725866588) | > loss_disc_real_0: 0.10188199579715729 (0.11378781915935751) | > loss_disc_real_1: 0.167735293507576 (0.1951161229038891) | > loss_disc_real_2: 0.2079235166311264 (0.2095091902229884) | > loss_disc_real_3: 0.20827828347682953 (0.2287252908700133) | > loss_disc_real_4: 0.22325414419174194 (0.23268017594672774) | > loss_disc_real_5: 0.23654049634933472 (0.22230929877932212) | > loss_0: 2.226330518722534 (2.359551725866588) | > grad_norm_0: tensor(31.8326, device='cuda:0') (tensor(13.7041, device='cuda:0')) | > loss_gen: 2.5496504306793213 (2.4907518935530133) | > loss_kl: 2.178565502166748 (2.0145330276663445) | > loss_feat: 7.677464962005615 (7.005846208633354) | > loss_mel: 17.296184539794922 (17.04735477656533) | > loss_duration: 2.075563430786133 (2.0045530017652453) | > loss_1: 31.777427673339844 (30.563038908727638) | > grad_norm_1: tensor(471.6251, device='cuda:0') (tensor(181.6708, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.4111 (0.3831150096301073) | > loader_time: 0.0048 (0.004097874306108311)  --> TIME: 2024-06-12 09:14:09 -- STEP: 244/330 -- GLOBAL_STEP: 400425 | > loss_disc: 2.3576908111572266 (2.364791040537787) | > loss_disc_real_0: 0.08863025903701782 (0.11446145857821723) | > loss_disc_real_1: 0.21755525469779968 (0.19553192924769192) | > loss_disc_real_2: 0.2165752500295639 (0.21007847419527712) | > loss_disc_real_3: 0.2529558837413788 (0.22971979834017206) | > loss_disc_real_4: 0.23969586193561554 (0.23326261933954034) | > loss_disc_real_5: 0.19035819172859192 (0.22279645410961793) | > loss_0: 2.3576908111572266 (2.364791040537787) | > grad_norm_0: tensor(10.0026, device='cuda:0') (tensor(14.6389, device='cuda:0')) | > loss_gen: 2.3830490112304688 (2.486830867704796) | > loss_kl: 2.0084710121154785 (2.0178610575003693) | > loss_feat: 6.331424236297607 (6.986207395303445) | > loss_mel: 16.273635864257812 (17.002158481566617) | > loss_duration: 2.048400402069092 (2.014044874515689) | > loss_1: 29.044981002807617 (30.507102661445494) | > grad_norm_1: tensor(123.3852, device='cuda:0') (tensor(195.5304, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.4414 (0.3868551860090161) | > loader_time: 0.0056 (0.004229879770122593)  --> TIME: 2024-06-12 09:14:20 -- STEP: 269/330 -- GLOBAL_STEP: 400450 | > loss_disc: 2.404186487197876 (2.3673712746361373) | > loss_disc_real_0: 0.10387738049030304 (0.1154803112703185) | > loss_disc_real_1: 0.20956380665302277 (0.19576457214842938) | > loss_disc_real_2: 0.2228003740310669 (0.21084892810720493) | > loss_disc_real_3: 0.2404041588306427 (0.2295390901512373) | > loss_disc_real_4: 0.21424826979637146 (0.2330016838352033) | > loss_disc_real_5: 0.24183602631092072 (0.22274831375003304) | > loss_0: 2.404186487197876 (2.3673712746361373) | > grad_norm_0: tensor(11.5753, device='cuda:0') (tensor(15.7001, device='cuda:0')) | > loss_gen: 2.3856911659240723 (2.4841196661101828) | > loss_kl: 2.017056941986084 (2.0240643480896505) | > loss_feat: 6.669632434844971 (6.988897181798092) | > loss_mel: 16.79266357421875 (16.958027478044347) | > loss_duration: 2.1249430179595947 (2.022912894482949) | > loss_1: 29.989986419677734 (30.478021543708433) | > grad_norm_1: tensor(163.8001, device='cuda:0') (tensor(210.5214, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.4495 (0.39119851633518593) | > loader_time: 0.0057 (0.004356175993454946)  --> TIME: 2024-06-12 09:14:32 -- STEP: 294/330 -- GLOBAL_STEP: 400475 | > loss_disc: 2.433408737182617 (2.369784495457501) | > loss_disc_real_0: 0.11336679011583328 (0.11695889662317681) | > loss_disc_real_1: 0.1653849184513092 (0.19588396338378497) | > loss_disc_real_2: 0.230880469083786 (0.21095489234137696) | > loss_disc_real_3: 0.2541864514350891 (0.22970661500684258) | > loss_disc_real_4: 0.23859970271587372 (0.23305547293148884) | > loss_disc_real_5: 0.23240704834461212 (0.22260556000025095) | > loss_0: 2.433408737182617 (2.369784495457501) | > grad_norm_0: tensor(25.2687, device='cuda:0') (tensor(16.4543, device='cuda:0')) | > loss_gen: 2.2987020015716553 (2.4775778574197465) | > loss_kl: 1.9632654190063477 (2.0291562822400313) | > loss_feat: 6.6673383712768555 (6.976506259165654) | > loss_mel: 17.0394229888916 (16.909535845931686) | > loss_duration: 2.189934730529785 (2.0334043401439166) | > loss_1: 30.15866470336914 (30.426180547597458) | > grad_norm_1: tensor(256.3378, device='cuda:0') (tensor(220.4843, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.467 (0.39682022811604195) | > loader_time: 0.0064 (0.004509313576886445)  --> TIME: 2024-06-12 09:14:45 -- STEP: 319/330 -- GLOBAL_STEP: 400500 | > loss_disc: 2.494856834411621 (2.373288348177011) | > loss_disc_real_0: 0.20502910017967224 (0.11840901857820053) | > loss_disc_real_1: 0.17180860042572021 (0.19596977167555538) | > loss_disc_real_2: 0.2579939365386963 (0.2110650621144375) | > loss_disc_real_3: 0.2761986553668976 (0.22984962085945104) | > loss_disc_real_4: 0.24263225495815277 (0.2331019833824104) | > loss_disc_real_5: 0.25487658381462097 (0.22273451374802844) | > loss_0: 2.494856834411621 (2.373288348177011) | > grad_norm_0: tensor(19.6396, device='cuda:0') (tensor(17.2222, device='cuda:0')) | > loss_gen: 2.644418239593506 (2.4744958062904376) | > loss_kl: 2.0936946868896484 (2.0355306811467235) | > loss_feat: 7.18601655960083 (6.9861892413196145) | > loss_mel: 15.857765197753906 (16.8582456104434) | > loss_duration: 2.2294487953186035 (2.047548641979133) | > loss_1: 30.011343002319336 (30.40200994007266) | > grad_norm_1: tensor(386.5672, device='cuda:0') (tensor(232.2437, device='cuda:0')) | > current_lr_0: 0.00017769346789408435 | > current_lr_1: 0.00017769346789408435 | > step_time: 0.5355 (0.4057047180247531) | > loader_time: 0.0082 (0.0047315295587139075) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_400500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5316905975341797 (2.5316905975341797) | > loss_disc_real_0: 0.15787360072135925 (0.15787360072135925) | > loss_disc_real_1: 0.251638263463974 (0.251638263463974) | > loss_disc_real_2: 0.3467212915420532 (0.3467212915420532) | > loss_disc_real_3: 0.24721553921699524 (0.24721553921699524) | > loss_disc_real_4: 0.21235820651054382 (0.21235820651054382) | > loss_disc_real_5: 0.21885503828525543 (0.21885503828525543) | > loss_0: 2.5316905975341797 (2.5316905975341797) | > loss_gen: 2.491157054901123 (2.491157054901123) | > loss_kl: 2.103318929672241 (2.103318929672241) | > loss_feat: 8.357303619384766 (8.357303619384766) | > loss_mel: 16.944665908813477 (16.944665908813477) | > loss_duration: 2.923524856567383 (2.923524856567383) | > loss_1: 32.819969177246094 (32.819969177246094)  --> STEP: 1 | > loss_disc: 2.4269607067108154 (2.4269607067108154) | > loss_disc_real_0: 0.1181582361459732 (0.1181582361459732) | > loss_disc_real_1: 0.1911553144454956 (0.1911553144454956) | > loss_disc_real_2: 0.24635368585586548 (0.24635368585586548) | > loss_disc_real_3: 0.27900245785713196 (0.27900245785713196) | > loss_disc_real_4: 0.2538417875766754 (0.2538417875766754) | > loss_disc_real_5: 0.21415898203849792 (0.21415898203849792) | > loss_0: 2.4269607067108154 (2.4269607067108154) | > loss_gen: 2.276832342147827 (2.276832342147827) | > loss_kl: 3.22904634475708 (3.22904634475708) | > loss_feat: 5.336332321166992 (5.336332321166992) | > loss_mel: 16.26018714904785 (16.26018714904785) | > loss_duration: 2.450819969177246 (2.450819969177246) | > loss_1: 29.553218841552734 (29.553218841552734)  --> STEP: 2 | > loss_disc: 2.3265395164489746 (2.376750111579895) | > loss_disc_real_0: 0.15944135189056396 (0.13879979401826859) | > loss_disc_real_1: 0.2093147486448288 (0.2002350315451622) | > loss_disc_real_2: 0.28249242901802063 (0.26442305743694305) | > loss_disc_real_3: 0.29550501704216003 (0.287253737449646) | > loss_disc_real_4: 0.21550476551055908 (0.23467327654361725) | > loss_disc_real_5: 0.1458306461572647 (0.17999481409788132) | > loss_0: 2.3265395164489746 (2.376750111579895) | > loss_gen: 2.5412755012512207 (2.409053921699524) | > loss_kl: 2.9684998989105225 (3.0987731218338013) | > loss_feat: 6.4735236167907715 (5.904927968978882) | > loss_mel: 16.49155044555664 (16.375868797302246) | > loss_duration: 2.423910140991211 (2.4373650550842285) | > loss_1: 30.898759841918945 (30.22598934173584)  --> STEP: 3 | > loss_disc: 2.1239309310913086 (2.2924770514170327) | > loss_disc_real_0: 0.08628097176551819 (0.12129351993401845) | > loss_disc_real_1: 0.12791021168231964 (0.176126758257548) | > loss_disc_real_2: 0.2346840798854828 (0.2545100649197896) | > loss_disc_real_3: 0.17976130545139313 (0.2514229267835617) | > loss_disc_real_4: 0.13943736255168915 (0.2029279718796412) | > loss_disc_real_5: 0.13412243127822876 (0.1647040198246638) | > loss_0: 2.1239309310913086 (2.2924770514170327) | > loss_gen: 2.2484130859375 (2.355506976445516) | > loss_kl: 3.7778408527374268 (3.3251290321350098) | > loss_feat: 7.592507362365723 (6.467454433441162) | > loss_mel: 18.6164493560791 (17.1227289835612) | > loss_duration: 2.4151296615600586 (2.4299532572428384) | > loss_1: 34.65034103393555 (31.700773239135742)  --> STEP: 4 | > loss_disc: 2.4162721633911133 (2.323425829410553) | > loss_disc_real_0: 0.10431995987892151 (0.11705012992024422) | > loss_disc_real_1: 0.2274370789527893 (0.18895433843135834) | > loss_disc_real_2: 0.3308632969856262 (0.2735983729362488) | > loss_disc_real_3: 0.2579795718193054 (0.25306208804249763) | > loss_disc_real_4: 0.16280488669872284 (0.19289720058441162) | > loss_disc_real_5: 0.2090708613395691 (0.17579573020339012) | > loss_0: 2.4162721633911133 (2.323425829410553) | > loss_gen: 2.3878612518310547 (2.3635955452919006) | > loss_kl: 4.28140926361084 (3.5641990900039673) | > loss_feat: 5.413620471954346 (6.203995943069458) | > loss_mel: 13.706892967224121 (16.26876997947693) | > loss_duration: 2.3512260913848877 (2.410271465778351) | > loss_1: 28.14101219177246 (30.810832977294922)  --> STEP: 5 | > loss_disc: 2.3394010066986084 (2.326620864868164) | > loss_disc_real_0: 0.17923733592033386 (0.12948757112026216) | > loss_disc_real_1: 0.15394771099090576 (0.18195301294326782) | > loss_disc_real_2: 0.26177656650543213 (0.2712340116500854) | > loss_disc_real_3: 0.31308314204216003 (0.2650662988424301) | > loss_disc_real_4: 0.18837231397628784 (0.19199222326278687) | > loss_disc_real_5: 0.13245543837547302 (0.1671276718378067) | > loss_0: 2.3394010066986084 (2.326620864868164) | > loss_gen: 2.42659592628479 (2.3761956214904787) | > loss_kl: 2.3695316314697266 (3.3252655982971193) | > loss_feat: 6.635519027709961 (6.290300559997559) | > loss_mel: 18.796831130981445 (16.774382209777833) | > loss_duration: 2.3674755096435547 (2.4017122745513917) | > loss_1: 32.59595489501953 (31.167857360839843)  --> STEP: 6 | > loss_disc: 2.3329288959503174 (2.3276722033818564) | > loss_disc_real_0: 0.09512107819318771 (0.12375982229908307) | > loss_disc_real_1: 0.14091071486473083 (0.17511262993017832) | > loss_disc_real_2: 0.32837337255477905 (0.28075723846753436) | > loss_disc_real_3: 0.28564924001693726 (0.2684967890381813) | > loss_disc_real_4: 0.22799111902713776 (0.19799203922351202) | > loss_disc_real_5: 0.20173543691635132 (0.1728956326842308) | > loss_0: 2.3329288959503174 (2.3276722033818564) | > loss_gen: 2.476212739944458 (2.3928651412328086) | > loss_kl: 3.3917956352233887 (3.3363539377848306) | > loss_feat: 6.156666278839111 (6.268028179804484) | > loss_mel: 18.126277923583984 (16.999698162078857) | > loss_duration: 2.2177798748016357 (2.371056874593099) | > loss_1: 32.36873245239258 (31.368003209431965)  --> STEP: 7 | > loss_disc: 2.3313918113708496 (2.3282035759517123) | > loss_disc_real_0: 0.0826617181301117 (0.1178886645606586) | > loss_disc_real_1: 0.2027912139892578 (0.17906671336718968) | > loss_disc_real_2: 0.2883360981941223 (0.2818399327141898) | > loss_disc_real_3: 0.3064671456813812 (0.27392112570149557) | > loss_disc_real_4: 0.2317558079957962 (0.20281543476240976) | > loss_disc_real_5: 0.22603274881839752 (0.18048664927482605) | > loss_0: 2.3313918113708496 (2.3282035759517123) | > loss_gen: 2.4742507934570312 (2.404491662979126) | > loss_kl: 4.549633502960205 (3.5096795899527415) | > loss_feat: 5.4894561767578125 (6.156803607940674) | > loss_mel: 16.15004539489746 (16.87831919533866) | > loss_duration: 2.5825233459472656 (2.4012663705008372) | > loss_1: 31.245908737182617 (31.350561141967773)  --> STEP: 8 | > loss_disc: 2.2233200073242188 (2.3150931298732758) | > loss_disc_real_0: 0.07026597857475281 (0.11193582881242037) | > loss_disc_real_1: 0.18678441643714905 (0.1800314262509346) | > loss_disc_real_2: 0.36955925822257996 (0.29280484840273857) | > loss_disc_real_3: 0.20145776867866516 (0.2648632060736418) | > loss_disc_real_4: 0.17371134459972382 (0.199177423492074) | > loss_disc_real_5: 0.1706746369600296 (0.1792601477354765) | > loss_0: 2.2233200073242188 (2.3150931298732758) | > loss_gen: 2.689014196395874 (2.4400569796562195) | > loss_kl: 2.9833264350891113 (3.4438854455947876) | > loss_feat: 11.716215133666992 (6.851730048656464) | > loss_mel: 19.139999389648438 (17.16102921962738) | > loss_duration: 2.2870664596557617 (2.3869913816452026) | > loss_1: 38.81562042236328 (32.28369355201721)  --> STEP: 9 | > loss_disc: 2.487602949142456 (2.3342608875698514) | > loss_disc_real_0: 0.10582734644412994 (0.11125710854927699) | > loss_disc_real_1: 0.14591506123542786 (0.1762407190269894) | > loss_disc_real_2: 0.2332012802362442 (0.2861822297175725) | > loss_disc_real_3: 0.19557781517505646 (0.2571648293071323) | > loss_disc_real_4: 0.1998053789138794 (0.19924719631671906) | > loss_disc_real_5: 0.23232781887054443 (0.18515655563937294) | > loss_0: 2.487602949142456 (2.3342608875698514) | > loss_gen: 2.321021318435669 (2.4268307950761585) | > loss_kl: 3.2148149013519287 (3.4184331629011364) | > loss_feat: 10.601061820983887 (7.268322467803955) | > loss_mel: 18.29442596435547 (17.286962191263836) | > loss_duration: 2.1906495094299316 (2.365175618065728) | > loss_1: 36.62197494506836 (32.76572481791178)  --> STEP: 10 | > loss_disc: 2.299750566482544 (2.3308098554611205) | > loss_disc_real_0: 0.11158822476863861 (0.11129022017121315) | > loss_disc_real_1: 0.13134735822677612 (0.17175138294696807) | > loss_disc_real_2: 0.29354292154312134 (0.28691829890012743) | > loss_disc_real_3: 0.25917160511016846 (0.2573655068874359) | > loss_disc_real_4: 0.19441314041614532 (0.19876379072666167) | > loss_disc_real_5: 0.14418916404247284 (0.18105981647968292) | > loss_0: 2.299750566482544 (2.3308098554611205) | > loss_gen: 2.5158021450042725 (2.43572793006897) | > loss_kl: 3.0733160972595215 (3.3839214563369753) | > loss_feat: 7.95143461227417 (7.336633682250977) | > loss_mel: 18.134904861450195 (17.37175645828247) | > loss_duration: 2.382164478302002 (2.3668745040893553) | > loss_1: 34.05762481689453 (32.89491481781006)  --> STEP: 11 | > loss_disc: 2.5867345333099365 (2.3540757352655586) | > loss_disc_real_0: 0.12439112365245819 (0.11248121139678088) | > loss_disc_real_1: 0.1828240156173706 (0.17275798591700467) | > loss_disc_real_2: 0.29278427362442017 (0.2874515693296086) | > loss_disc_real_3: 0.23144012689590454 (0.25500865416093305) | > loss_disc_real_4: 0.2481408715248108 (0.20325261625376614) | > loss_disc_real_5: 0.2309025228023529 (0.18559097159992566) | > loss_0: 2.5867345333099365 (2.3540757352655586) | > loss_gen: 2.0698978900909424 (2.402470653707331) | > loss_kl: 3.9211084842681885 (3.432756640694358) | > loss_feat: 5.907727241516113 (7.206733096729625) | > loss_mel: 17.24460792541504 (17.360197500749067) | > loss_duration: 2.555795192718506 (2.384049112146551) | > loss_1: 31.699138641357422 (32.786207892678)  --> STEP: 12 | > loss_disc: 2.4168403148651123 (2.3593061168988547) | > loss_disc_real_0: 0.12401508539915085 (0.11344236756364505) | > loss_disc_real_1: 0.23942263424396515 (0.1783133732775847) | > loss_disc_real_2: 0.3069082498550415 (0.28907295937339467) | > loss_disc_real_3: 0.25870347023010254 (0.2553165555000305) | > loss_disc_real_4: 0.23039354383945465 (0.2055143602192402) | > loss_disc_real_5: 0.25910234451293945 (0.1917169193426768) | > loss_0: 2.4168403148651123 (2.3593061168988547) | > loss_gen: 2.6689133644104004 (2.4246742129325867) | > loss_kl: 2.6967365741729736 (3.3714216351509094) | > loss_feat: 6.029301166534424 (7.108613769213359) | > loss_mel: 16.76620864868164 (17.31069842974345) | > loss_duration: 2.233875036239624 (2.371534605820974) | > loss_1: 30.395034790039062 (32.58694346745809)  --> STEP: 13 | > loss_disc: 2.648646354675293 (2.381563058266273) | > loss_disc_real_0: 0.17131711542606354 (0.11789427124536954) | > loss_disc_real_1: 0.2986826002597809 (0.18757254458390749) | > loss_disc_real_2: 0.2423689365386963 (0.285480342232264) | > loss_disc_real_3: 0.23902694880962372 (0.25406350883153767) | > loss_disc_real_4: 0.18895867466926575 (0.20424084594616523) | > loss_disc_real_5: 0.22164028882980347 (0.1940187169955327) | > loss_0: 2.648646354675293 (2.381563058266273) | > loss_gen: 1.9941229820251465 (2.391554887478168) | > loss_kl: 3.2793147563934326 (3.3643364906311035) | > loss_feat: 5.258957862854004 (6.966332545647254) | > loss_mel: 14.95852279663086 (17.12976184258094) | > loss_duration: 2.28133487701416 (2.3645961651435266) | > loss_1: 27.772254943847656 (32.216582811795746)  --> STEP: 14 | > loss_disc: 2.532066583633423 (2.392313310078212) | > loss_disc_real_0: 0.11172010004520416 (0.1174532590167863) | > loss_disc_real_1: 0.14636336266994476 (0.184629031590053) | > loss_disc_real_2: 0.3477243185043335 (0.28992634053741184) | > loss_disc_real_3: 0.20054300129413605 (0.25024061543600895) | > loss_disc_real_4: 0.187233105301857 (0.20302600732871465) | > loss_disc_real_5: 0.18395820260047913 (0.19330010882445745) | > loss_0: 2.532066583633423 (2.392313310078212) | > loss_gen: 2.0930075645446777 (2.3702300786972046) | > loss_kl: 3.751264810562134 (3.391974227769034) | > loss_feat: 7.892836570739746 (7.032511404582432) | > loss_mel: 18.867603302001953 (17.253893375396725) | > loss_duration: 2.370312213897705 (2.3650044543402537) | > loss_1: 34.97502136230469 (32.4136141368321)  --> STEP: 15 | > loss_disc: 2.409402370452881 (2.3934525807698566) | > loss_disc_real_0: 0.1635930836200714 (0.12052924732367197) | > loss_disc_real_1: 0.2539374530315399 (0.18924959301948546) | > loss_disc_real_2: 0.24549193680286407 (0.28696404695510863) | > loss_disc_real_3: 0.23980648815631866 (0.24954500695069626) | > loss_disc_real_4: 0.21379540860652924 (0.20374396741390227) | > loss_disc_real_5: 0.23266533017158508 (0.19592445691426594) | > loss_0: 2.409402370452881 (2.3934525807698566) | > loss_gen: 2.4660983085632324 (2.3766212940216063) | > loss_kl: 3.1435108184814453 (3.375410000483195) | > loss_feat: 7.247958183288574 (7.046874523162842) | > loss_mel: 18.47347640991211 (17.335198911031082) | > loss_duration: 2.4078726768493652 (2.367862335840861) | > loss_1: 33.738914489746094 (32.50196749369304)  --> STEP: 16 | > loss_disc: 2.882208824157715 (2.423999845981598) | > loss_disc_real_0: 0.26477107405662537 (0.12954436149448156) | > loss_disc_real_1: 0.3479230999946594 (0.19916668720543385) | > loss_disc_real_2: 0.18764084577560425 (0.2807563468813896) | > loss_disc_real_3: 0.3143896460533142 (0.2535977968946099) | > loss_disc_real_4: 0.2486758679151535 (0.20655221119523048) | > loss_disc_real_5: 0.25152748823165894 (0.199399646371603) | > loss_0: 2.882208824157715 (2.423999845981598) | > loss_gen: 2.1594583988189697 (2.3630486130714417) | > loss_kl: 2.8832290172576904 (3.344648689031601) | > loss_feat: 7.00177001953125 (7.044055491685867) | > loss_mel: 16.54984474182129 (17.28611427545547) | > loss_duration: 2.4056270122528076 (2.3702226281166077) | > loss_1: 30.999929428100586 (32.408090114593506)  --> STEP: 17 | > loss_disc: 2.6375226974487305 (2.4365600137149586) | > loss_disc_real_0: 0.2081017941236496 (0.13416538694325617) | > loss_disc_real_1: 0.3174493908882141 (0.20612449330442092) | > loss_disc_real_2: 0.34496641159057617 (0.28453340951134176) | > loss_disc_real_3: 0.25190114974975586 (0.2534979941213832) | > loss_disc_real_4: 0.2415236383676529 (0.20860935397007885) | > loss_disc_real_5: 0.23246784508228302 (0.20134483453105478) | > loss_0: 2.6375226974487305 (2.4365600137149586) | > loss_gen: 2.448432683944702 (2.368071205475751) | > loss_kl: 2.0769271850585938 (3.270076835856718) | > loss_feat: 5.833491802215576 (6.9728458628934975) | > loss_mel: 15.909483909606934 (17.20513601864085) | > loss_duration: 2.4547154903411865 (2.3751927964827595) | > loss_1: 28.723051071166992 (32.19132311203901)  --> STEP: 18 | > loss_disc: 2.397336721420288 (2.4343809419208102) | > loss_disc_real_0: 0.12610039114952087 (0.13371733162138197) | > loss_disc_real_1: 0.20389115810394287 (0.2060004191266166) | > loss_disc_real_2: 0.22742627561092377 (0.28136079096131855) | > loss_disc_real_3: 0.23309287428855896 (0.25236437635289294) | > loss_disc_real_4: 0.13011085987091064 (0.20424832652012506) | > loss_disc_real_5: 0.16844169795513153 (0.19951688249905905) | > loss_0: 2.397336721420288 (2.4343809419208102) | > loss_gen: 2.1727089881896973 (2.3572177489598594) | > loss_kl: 3.5933868885040283 (3.2880385054482355) | > loss_feat: 7.559873580932617 (7.005458513895671) | > loss_mel: 16.128618240356445 (17.14532947540283) | > loss_duration: 2.3023085594177246 (2.3711436722013683) | > loss_1: 31.75689697265625 (32.16718832651774)  --> STEP: 19 | > loss_disc: 2.2847321033477783 (2.426504687259072) | > loss_disc_real_0: 0.12143129110336304 (0.1330706979099073) | > loss_disc_real_1: 0.20039153099060059 (0.2057052144878789) | > loss_disc_real_2: 0.21515680849552155 (0.27787637083153977) | > loss_disc_real_3: 0.21451285481452942 (0.25037219100876856) | > loss_disc_real_4: 0.16506658494472504 (0.202186129595104) | > loss_disc_real_5: 0.13583126664161682 (0.1961650079802463) | > loss_0: 2.2847321033477783 (2.426504687259072) | > loss_gen: 2.193368911743164 (2.348594125948454) | > loss_kl: 2.5544779300689697 (3.2494300541124845) | > loss_feat: 9.930037498474121 (7.1593837236103255) | > loss_mel: 18.466276168823242 (17.21485298558285) | > loss_duration: 2.4101760387420654 (2.3731980072824577) | > loss_1: 35.5543327331543 (32.34545908476177)  --> STEP: 20 | > loss_disc: 2.4117207527160645 (2.4257654905319215) | > loss_disc_real_0: 0.11193139851093292 (0.1320137329399586) | > loss_disc_real_1: 0.1725417524576187 (0.2040470413863659) | > loss_disc_real_2: 0.3012327551841736 (0.27904419004917147) | > loss_disc_real_3: 0.22949989140033722 (0.24932857602834702) | > loss_disc_real_4: 0.19414840638637543 (0.20178424343466758) | > loss_disc_real_5: 0.1708299070596695 (0.19489825293421745) | > loss_0: 2.4117207527160645 (2.4257654905319215) | > loss_gen: 2.211003065109253 (2.3417145729064943) | > loss_kl: 2.420171022415161 (3.2079671025276184) | > loss_feat: 7.445573329925537 (7.173693203926087) | > loss_mel: 18.68039894104004 (17.28813028335571) | > loss_duration: 2.3316445350646973 (2.37112033367157) | > loss_1: 33.08879089355469 (32.38262567520142)  --> STEP: 21 | > loss_disc: 2.4843087196350098 (2.428553263346354) | > loss_disc_real_0: 0.08736209571361542 (0.12988746450060895) | > loss_disc_real_1: 0.20392261445522308 (0.20404111629440672) | > loss_disc_real_2: 0.276352196931839 (0.278915999900727) | > loss_disc_real_3: 0.2414059191942215 (0.24895130665529341) | > loss_disc_real_4: 0.2328239232301712 (0.20326232342492967) | > loss_disc_real_5: 0.23623375594615936 (0.1968666102205004) | > loss_0: 2.4843087196350098 (2.428553263346354) | > loss_gen: 2.282634735107422 (2.3389012472970143) | > loss_kl: 2.2735817432403564 (3.1634725616091774) | > loss_feat: 5.12921142578125 (7.076336928776333) | > loss_mel: 16.388004302978516 (17.245267141432986) | > loss_duration: 2.160855293273926 (2.3611077127002535) | > loss_1: 28.23428726196289 (32.18508575076149)  --> STEP: 22 | > loss_disc: 2.53552508354187 (2.4334156188097866) | > loss_disc_real_0: 0.17925654351711273 (0.13213151354681366) | > loss_disc_real_1: 0.22554399073123932 (0.2050185196778991) | > loss_disc_real_2: 0.3064011037349701 (0.2801653228022835) | > loss_disc_real_3: 0.24824124574661255 (0.24891903115944428) | > loss_disc_real_4: 0.23788350820541382 (0.2048360136422244) | > loss_disc_real_5: 0.2894164025783539 (0.20107341896403919) | > loss_0: 2.53552508354187 (2.4334156188097866) | > loss_gen: 2.462235450744629 (2.344507347453724) | > loss_kl: 2.5415706634521484 (3.1352042935111304) | > loss_feat: 5.673569679260254 (7.012574781071056) | > loss_mel: 16.746139526367188 (17.22257952256636) | > loss_duration: 2.236058235168457 (2.3554236455397173) | > loss_1: 29.65957260131836 (32.070289698514074)  --> STEP: 23 | > loss_disc: 2.4757299423217773 (2.4352553720059604) | > loss_disc_real_0: 0.1998223066329956 (0.13507459150708243) | > loss_disc_real_1: 0.18637406826019287 (0.20420789135539014) | > loss_disc_real_2: 0.31555452942848206 (0.28170398395994434) | > loss_disc_real_3: 0.2815442383289337 (0.250337518427683) | > loss_disc_real_4: 0.2366999387741089 (0.20622140169143677) | > loss_disc_real_5: 0.20806843042373657 (0.20137754989706952) | > loss_0: 2.4757299423217773 (2.4352553720059604) | > loss_gen: 2.4557206630706787 (2.3493427090022876) | > loss_kl: 3.0920486450195312 (3.1333279609680176) | > loss_feat: 5.268179416656494 (6.93673150435738) | > loss_mel: 17.093847274780273 (17.21698246831479) | > loss_duration: 2.27523136138916 (2.351937024489693) | > loss_1: 30.185028076171875 (31.988321801890496)  --> STEP: 24 | > loss_disc: 2.6163458824157715 (2.4428008099397025) | > loss_disc_real_0: 0.22336077690124512 (0.13875318256517252) | > loss_disc_real_1: 0.22954952716827393 (0.20526379284759363) | > loss_disc_real_2: 0.2766111195087433 (0.28149178127447766) | > loss_disc_real_3: 0.2547930181026459 (0.2505231642474731) | > loss_disc_real_4: 0.2797832787036896 (0.20928647990028063) | > loss_disc_real_5: 0.28006476163864136 (0.204656183719635) | > loss_0: 2.6163458824157715 (2.4428008099397025) | > loss_gen: 2.3230180740356445 (2.348245849212011) | > loss_kl: 2.6739699840545654 (3.1141880452632904) | > loss_feat: 4.579617977142334 (6.838518440723419) | > loss_mel: 12.921483039855957 (17.038003325462338) | > loss_duration: 2.4163293838500977 (2.354620039463043) | > loss_1: 24.914417266845703 (31.693575779596966)  --> STEP: 25 | > loss_disc: 2.615831136703491 (2.449722023010254) | > loss_disc_real_0: 0.16443505883216858 (0.13978045761585237) | > loss_disc_real_1: 0.244172602891922 (0.20682014524936676) | > loss_disc_real_2: 0.362781822681427 (0.28474338293075563) | > loss_disc_real_3: 0.20551660656929016 (0.2487229019403458) | > loss_disc_real_4: 0.21929018199443817 (0.20968662798404694) | > loss_disc_real_5: 0.2154967486858368 (0.20508980631828308) | > loss_0: 2.615831136703491 (2.449722023010254) | > loss_gen: 2.4673690795898438 (2.353010778427124) | > loss_kl: 3.3591582775115967 (3.123986854553223) | > loss_feat: 8.419710159301758 (6.901766109466553) | > loss_mel: 13.87382984161377 (16.911436386108395) | > loss_duration: 2.4399871826171875 (2.358034725189209) | > loss_1: 30.560054779052734 (31.648234939575197)  --> STEP: 26 | > loss_disc: 2.7022829055786133 (2.4594359031090374) | > loss_disc_real_0: 0.09568755328655243 (0.13808457668011007) | > loss_disc_real_1: 0.22468170523643494 (0.20750712832579246) | > loss_disc_real_2: 0.2584923803806305 (0.28373372898652005) | > loss_disc_real_3: 0.26656675338745117 (0.2494092039190806) | > loss_disc_real_4: 0.25907102227211 (0.21158602776435706) | > loss_disc_real_5: 0.31375935673713684 (0.20926940441131592) | > loss_0: 2.7022829055786133 (2.4594359031090374) | > loss_gen: 1.8796751499176025 (2.3348055619459887) | > loss_kl: 2.3813576698303223 (3.0954241936023417) | > loss_feat: 2.6070427894592285 (6.736584443312425) | > loss_mel: 11.180133819580078 (16.691001672011154) | > loss_duration: 2.278858184814453 (2.354989473636334) | > loss_1: 20.32706642150879 (31.212805381188026) --> EVAL PERFORMANCE | > avg_loader_time: 0.002467403045067421 (+0.00010992930485652103) | > avg_loss_disc: 2.4594359031090374 (-0.04781166406778148) | > avg_loss_disc_real_0: 0.13808457668011007 (+0.008905215475421724) | > avg_loss_disc_real_1: 0.20750712832579246 (+0.03335011377930641) | > avg_loss_disc_real_2: 0.28373372898652005 (+0.05467710185509464) | > avg_loss_disc_real_3: 0.2494092039190806 (-0.011340912718039275) | > avg_loss_disc_real_4: 0.21158602776435706 (-0.050472246912809465) | > avg_loss_disc_real_5: 0.20926940441131592 (-0.042627311669863166) | > avg_loss_0: 2.4594359031090374 (-0.04781166406778148) | > avg_loss_gen: 2.3348055619459887 (+0.13144350510377167) | > avg_loss_kl: 3.0954241936023417 (-0.03135425769365785) | > avg_loss_feat: 6.736584443312425 (+0.1695273747810946) | > avg_loss_mel: 16.691001672011154 (-0.5267771940964963) | > avg_loss_duration: 2.354989473636334 (-0.005931991797227365) | > avg_loss_1: 31.212805381188026 (-0.26309270125168993)  > EPOCH: 947/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:15:16)   --> TIME: 2024-06-12 09:15:23 -- STEP: 14/330 -- GLOBAL_STEP: 400525 | > loss_disc: 2.4135730266571045 (2.337525044168745) | > loss_disc_real_0: 0.10600318014621735 (0.1057591401040554) | > loss_disc_real_1: 0.2306234985589981 (0.191146548305239) | > loss_disc_real_2: 0.22350147366523743 (0.2068421510713441) | > loss_disc_real_3: 0.24610407650470734 (0.2245840440903391) | > loss_disc_real_4: 0.24959027767181396 (0.2353300963129316) | > loss_disc_real_5: 0.22744064033031464 (0.22903881860630854) | > loss_0: 2.4135730266571045 (2.337525044168745) | > grad_norm_0: tensor(6.1994, device='cuda:0') (tensor(9.9606, device='cuda:0')) | > loss_gen: 2.5891036987304688 (2.4909616708755493) | > loss_kl: 1.5978015661239624 (1.9036046607153756) | > loss_feat: 6.61843729019165 (6.798548460006714) | > loss_mel: 15.848254203796387 (17.209738867623464) | > loss_duration: 1.970515489578247 (2.047266117164067) | > loss_1: 28.624113082885742 (30.450119835989817) | > grad_norm_1: tensor(113.1548, device='cuda:0') (tensor(86.7614, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3854 (0.3806888886860439) | > loader_time: 0.0035 (0.00330526488167899)  --> TIME: 2024-06-12 09:15:32 -- STEP: 39/330 -- GLOBAL_STEP: 400550 | > loss_disc: 2.3955724239349365 (2.343928502156185) | > loss_disc_real_0: 0.12808510661125183 (0.10796862878860572) | > loss_disc_real_1: 0.16893668472766876 (0.19440828225551507) | > loss_disc_real_2: 0.22979134321212769 (0.2087923846183679) | > loss_disc_real_3: 0.2161831557750702 (0.2270234960776109) | > loss_disc_real_4: 0.227437824010849 (0.23355081868477356) | > loss_disc_real_5: 0.22973975539207458 (0.2262689157938346) | > loss_0: 2.3955724239349365 (2.343928502156185) | > grad_norm_0: tensor(6.8219, device='cuda:0') (tensor(8.6403, device='cuda:0')) | > loss_gen: 2.3727333545684814 (2.4996147828224378) | > loss_kl: 1.938191533088684 (1.9191610354643602) | > loss_feat: 7.446877479553223 (6.933667170695769) | > loss_mel: 16.967695236206055 (17.161540642762795) | > loss_duration: 1.9719750881195068 (1.9902710700646422) | > loss_1: 30.697473526000977 (30.504254659016926) | > grad_norm_1: tensor(103.0849, device='cuda:0') (tensor(77.7104, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3812 (0.3781119615603716) | > loader_time: 0.0039 (0.0036340615688226162)  --> TIME: 2024-06-12 09:15:42 -- STEP: 64/330 -- GLOBAL_STEP: 400575 | > loss_disc: 2.446763753890991 (2.3574865981936455) | > loss_disc_real_0: 0.11480596661567688 (0.10735321801621467) | > loss_disc_real_1: 0.19528071582317352 (0.19424008228816092) | > loss_disc_real_2: 0.25261759757995605 (0.21094670239835978) | > loss_disc_real_3: 0.26431921124458313 (0.22920768056064844) | > loss_disc_real_4: 0.24377647042274475 (0.2332214319612831) | > loss_disc_real_5: 0.2417260706424713 (0.2255849614739418) | > loss_0: 2.446763753890991 (2.3574865981936455) | > grad_norm_0: tensor(7.6258, device='cuda:0') (tensor(8.6821, device='cuda:0')) | > loss_gen: 2.423997640609741 (2.4888430275022984) | > loss_kl: 1.9690358638763428 (1.9303981717675924) | > loss_feat: 7.280360698699951 (6.975684955716133) | > loss_mel: 17.239221572875977 (17.155503123998642) | > loss_duration: 1.970712423324585 (1.9773406106978653) | > loss_1: 30.88332748413086 (30.527769923210144) | > grad_norm_1: tensor(88.0829, device='cuda:0') (tensor(81.0559, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3787 (0.3784227855503559) | > loader_time: 0.0043 (0.0037835240364074707)  --> TIME: 2024-06-12 09:15:51 -- STEP: 89/330 -- GLOBAL_STEP: 400600 | > loss_disc: 2.307473659515381 (2.357954202073343) | > loss_disc_real_0: 0.14537154138088226 (0.10874439725715122) | > loss_disc_real_1: 0.18701285123825073 (0.19421354237567173) | > loss_disc_real_2: 0.2042015790939331 (0.21084564003381837) | > loss_disc_real_3: 0.23596110939979553 (0.22831861306442303) | > loss_disc_real_4: 0.2214909940958023 (0.23309499929460248) | > loss_disc_real_5: 0.20097599923610687 (0.2250530972574534) | > loss_0: 2.307473659515381 (2.357954202073343) | > grad_norm_0: tensor(8.2689, device='cuda:0') (tensor(8.5757, device='cuda:0')) | > loss_gen: 2.3770015239715576 (2.4817711690838418) | > loss_kl: 2.0390708446502686 (1.9539664340822884) | > loss_feat: 6.414400577545166 (6.944924450992199) | > loss_mel: 16.56964683532715 (17.099252668659343) | > loss_duration: 1.9927650690078735 (1.9736585027716134) | > loss_1: 29.39288330078125 (30.453573248359593) | > grad_norm_1: tensor(188.5954, device='cuda:0') (tensor(84.7978, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3757 (0.3751107869523296) | > loader_time: 0.0042 (0.0038016029957974895)  --> TIME: 2024-06-12 09:16:01 -- STEP: 114/330 -- GLOBAL_STEP: 400625 | > loss_disc: 2.3854990005493164 (2.3578742052379407) | > loss_disc_real_0: 0.09562782943248749 (0.10986282983631418) | > loss_disc_real_1: 0.19803771376609802 (0.19446861208008046) | > loss_disc_real_2: 0.17401783168315887 (0.21001538385947546) | > loss_disc_real_3: 0.23478882014751434 (0.2287126217494931) | > loss_disc_real_4: 0.24467656016349792 (0.23267297002307155) | > loss_disc_real_5: 0.24794286489486694 (0.22468896275549605) | > loss_0: 2.3854990005493164 (2.3578742052379407) | > grad_norm_0: tensor(8.1886, device='cuda:0') (tensor(8.7050, device='cuda:0')) | > loss_gen: 2.5048625469207764 (2.4802594812292793) | > loss_kl: 2.035446882247925 (1.9775014697459705) | > loss_feat: 6.528751373291016 (6.949548156637895) | > loss_mel: 17.266115188598633 (17.072701161367846) | > loss_duration: 1.9807478189468384 (1.97646438134344) | > loss_1: 30.3159236907959 (30.456474655552913) | > grad_norm_1: tensor(95.5217, device='cuda:0') (tensor(91.0921, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3649 (0.3736304128379153) | > loader_time: 0.0042 (0.0038840707979704205)  --> TIME: 2024-06-12 09:16:10 -- STEP: 139/330 -- GLOBAL_STEP: 400650 | > loss_disc: 2.311906337738037 (2.359559654331894) | > loss_disc_real_0: 0.09127064049243927 (0.11102669782561364) | > loss_disc_real_1: 0.1699981987476349 (0.19498420522796164) | > loss_disc_real_2: 0.2390730381011963 (0.2102319815819212) | > loss_disc_real_3: 0.22965997457504272 (0.22886661563417038) | > loss_disc_real_4: 0.21200591325759888 (0.23219876002064713) | > loss_disc_real_5: 0.24325469136238098 (0.22441368319576593) | > loss_0: 2.311906337738037 (2.359559654331894) | > grad_norm_0: tensor(8.0612, device='cuda:0') (tensor(8.8629, device='cuda:0')) | > loss_gen: 2.588348627090454 (2.4798221931183067) | > loss_kl: 2.1479406356811523 (1.9882797817532107) | > loss_feat: 7.618550777435303 (6.95970938703139) | > loss_mel: 16.800064086914062 (17.10573283545404) | > loss_duration: 2.0526890754699707 (1.9832917117386413) | > loss_1: 31.207592010498047 (30.516835905665115) | > grad_norm_1: tensor(147.3943, device='cuda:0') (tensor(91.8374, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3656 (0.37285813667791357) | > loader_time: 0.0041 (0.003934011184911933)  --> TIME: 2024-06-12 09:16:20 -- STEP: 164/330 -- GLOBAL_STEP: 400675 | > loss_disc: 2.4032022953033447 (2.358938124121689) | > loss_disc_real_0: 0.09272190928459167 (0.11220169985076277) | > loss_disc_real_1: 0.19908325374126434 (0.19434012418113109) | > loss_disc_real_2: 0.21353299915790558 (0.21048128804782543) | > loss_disc_real_3: 0.2569895386695862 (0.22850861391279756) | > loss_disc_real_4: 0.2570782005786896 (0.23217442422741796) | > loss_disc_real_5: 0.2283926010131836 (0.2237962670624256) | > loss_0: 2.4032022953033447 (2.358938124121689) | > grad_norm_0: tensor(8.1652, device='cuda:0') (tensor(8.9629, device='cuda:0')) | > loss_gen: 2.567371368408203 (2.478063520861833) | > loss_kl: 2.1013386249542236 (1.996964924946064) | > loss_feat: 7.576511383056641 (6.981772399530178) | > loss_mel: 17.229291915893555 (17.104519163689957) | > loss_duration: 2.0524075031280518 (1.9884971314814033) | > loss_1: 31.52692222595215 (30.54981717830751) | > grad_norm_1: tensor(107.3930, device='cuda:0') (tensor(93.5890, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3759 (0.374696828970095) | > loader_time: 0.0044 (0.004034354919340552)  --> TIME: 2024-06-12 09:16:30 -- STEP: 189/330 -- GLOBAL_STEP: 400700 | > loss_disc: 2.351468086242676 (2.360990770279416) | > loss_disc_real_0: 0.12258186936378479 (0.11297845012611812) | > loss_disc_real_1: 0.17900051176548004 (0.1945003969644113) | > loss_disc_real_2: 0.20349186658859253 (0.2105268672029808) | > loss_disc_real_3: 0.22123731672763824 (0.22892284290815787) | > loss_disc_real_4: 0.20736658573150635 (0.2324395967381341) | > loss_disc_real_5: 0.21927601099014282 (0.22383743335330297) | > loss_0: 2.351468086242676 (2.360990770279416) | > grad_norm_0: tensor(26.1602, device='cuda:0') (tensor(9.5180, device='cuda:0')) | > loss_gen: 2.560032367706299 (2.474667581931623) | > loss_kl: 2.0246379375457764 (2.0090108012396195) | > loss_feat: 7.248517990112305 (6.964806132846409) | > loss_mel: 16.670045852661133 (17.080049439082064) | > loss_duration: 2.085608959197998 (1.9971057340581582) | > loss_1: 30.588844299316406 (30.525639750970104) | > grad_norm_1: tensor(319.3215, device='cuda:0') (tensor(99.9694, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.3816 (0.37756824367260805) | > loader_time: 0.0054 (0.004172648071611999)  --> TIME: 2024-06-12 09:16:40 -- STEP: 214/330 -- GLOBAL_STEP: 400725 | > loss_disc: 2.4515719413757324 (2.36443324623821) | > loss_disc_real_0: 0.13772843778133392 (0.11384685992080475) | > loss_disc_real_1: 0.16450119018554688 (0.1948706661568624) | > loss_disc_real_2: 0.20052708685398102 (0.2110744140972601) | > loss_disc_real_3: 0.24471530318260193 (0.22955150233807964) | > loss_disc_real_4: 0.22393295168876648 (0.23260465751741535) | > loss_disc_real_5: 0.1952054798603058 (0.2236543843679339) | > loss_0: 2.4515719413757324 (2.36443324623821) | > grad_norm_0: tensor(23.2427, device='cuda:0') (tensor(10.3557, device='cuda:0')) | > loss_gen: 2.3197736740112305 (2.4737422265739073) | > loss_kl: 2.045112371444702 (2.01629337974798) | > loss_feat: 5.816853046417236 (6.974441022516411) | > loss_mel: 16.455129623413086 (17.05872816014512) | > loss_duration: 2.1150853633880615 (2.005644839500711) | > loss_1: 28.751953125 (30.528849735438268) | > grad_norm_1: tensor(381.4405, device='cuda:0') (tensor(117.9952, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.4179 (0.3804505829499147) | > loader_time: 0.0053 (0.004314676623478112)  --> TIME: 2024-06-12 09:16:51 -- STEP: 239/330 -- GLOBAL_STEP: 400750 | > loss_disc: 2.391709566116333 (2.3652067822891305) | > loss_disc_real_0: 0.09857609868049622 (0.11427068314417635) | > loss_disc_real_1: 0.20380523800849915 (0.19555687019016954) | > loss_disc_real_2: 0.25158369541168213 (0.2113275796050307) | > loss_disc_real_3: 0.23486457765102386 (0.22931486418057684) | > loss_disc_real_4: 0.2407716065645218 (0.23216266344032527) | > loss_disc_real_5: 0.21062594652175903 (0.22301108093940064) | > loss_0: 2.391709566116333 (2.3652067822891305) | > grad_norm_0: tensor(29.0812, device='cuda:0') (tensor(11.5240, device='cuda:0')) | > loss_gen: 2.7234504222869873 (2.4754907466377665) | > loss_kl: 1.9499902725219727 (2.021757748336474) | > loss_feat: 7.3848443031311035 (6.9650615029754) | > loss_mel: 17.28315544128418 (17.02520154609838) | > loss_duration: 2.0609073638916016 (2.0149955280655103) | > loss_1: 31.402347564697266 (30.502507149923794) | > grad_norm_1: tensor(677.3207, device='cuda:0') (tensor(138.7037, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.4076 (0.3833615879633437) | > loader_time: 0.0055 (0.004450262341040444)  --> TIME: 2024-06-12 09:17:02 -- STEP: 264/330 -- GLOBAL_STEP: 400775 | > loss_disc: 2.427363395690918 (2.367778489083955) | > loss_disc_real_0: 0.15336984395980835 (0.11605181810304974) | > loss_disc_real_1: 0.16886304318904877 (0.19562397107030405) | > loss_disc_real_2: 0.2231627106666565 (0.21109508356135903) | > loss_disc_real_3: 0.2367769181728363 (0.22988104142925955) | > loss_disc_real_4: 0.24558037519454956 (0.23272675354823924) | > loss_disc_real_5: 0.2870343327522278 (0.22305670702321964) | > loss_0: 2.427363395690918 (2.367778489083955) | > grad_norm_0: tensor(35.1759, device='cuda:0') (tensor(13.2499, device='cuda:0')) | > loss_gen: 2.481182336807251 (2.4769335054990007) | > loss_kl: 2.1186795234680176 (2.028733731670815) | > loss_feat: 6.454501628875732 (6.968764299696142) | > loss_mel: 16.538007736206055 (16.994662483533208) | > loss_duration: 2.1535258293151855 (2.02345106457219) | > loss_1: 29.74589729309082 (30.49254516399268) | > grad_norm_1: tensor(462.0519, device='cuda:0') (tensor(159.6274, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.4265 (0.38703513326066913) | > loader_time: 0.0061 (0.004586363380605521)  --> TIME: 2024-06-12 09:17:13 -- STEP: 289/330 -- GLOBAL_STEP: 400800 | > loss_disc: 2.418825387954712 (2.3687074250415954) | > loss_disc_real_0: 0.12199907004833221 (0.1167160751858797) | > loss_disc_real_1: 0.22931858897209167 (0.1963611144611167) | > loss_disc_real_2: 0.18205176293849945 (0.2110501261215309) | > loss_disc_real_3: 0.2304924875497818 (0.22975581291431374) | > loss_disc_real_4: 0.23614998161792755 (0.23219661940546596) | > loss_disc_real_5: 0.22466465830802917 (0.22242627506850088) | > loss_0: 2.418825387954712 (2.3687074250415954) | > grad_norm_0: tensor(33.2811, device='cuda:0') (tensor(14.7492, device='cuda:0')) | > loss_gen: 2.614717483520508 (2.480470178036541) | > loss_kl: 2.0095274448394775 (2.0328586835762215) | > loss_feat: 7.106478214263916 (6.982794642860912) | > loss_mel: 16.1729793548584 (16.94880498734311) | > loss_duration: 2.1835103034973145 (2.033737740302169) | > loss_1: 30.08721351623535 (30.478666285742527) | > grad_norm_1: tensor(514.1014, device='cuda:0') (tensor(181.2937, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.4525 (0.39305386163784145) | > loader_time: 0.0066 (0.004724982700545892)  --> TIME: 2024-06-12 09:17:26 -- STEP: 314/330 -- GLOBAL_STEP: 400825 | > loss_disc: 2.4765591621398926 (2.3726875129019396) | > loss_disc_real_0: 0.2314499318599701 (0.11860167643257008) | > loss_disc_real_1: 0.1894921362400055 (0.19709568651049006) | > loss_disc_real_2: 0.1940276026725769 (0.2115156090563269) | > loss_disc_real_3: 0.2163296341896057 (0.2299363123858051) | > loss_disc_real_4: 0.2518126964569092 (0.23246679749268634) | > loss_disc_real_5: 0.23145456612110138 (0.22239543497562408) | > loss_0: 2.4765591621398926 (2.3726875129019396) | > grad_norm_0: tensor(22.9741, device='cuda:0') (tensor(15.6251, device='cuda:0')) | > loss_gen: 2.3591220378875732 (2.477756598952469) | > loss_kl: 2.05930757522583 (2.0351106676326443) | > loss_feat: 6.977200984954834 (6.998504436699448) | > loss_mel: 16.09250259399414 (16.920081964723607) | > loss_duration: 2.2324211597442627 (2.0470953769744593) | > loss_1: 29.72055435180664 (30.478549131162605) | > grad_norm_1: tensor(293.0585, device='cuda:0') (tensor(194.4213, device='cuda:0')) | > current_lr_0: 0.0001776712562105976 | > current_lr_1: 0.0001776712562105976 | > step_time: 0.5435 (0.4014621099848658) | > loader_time: 0.0088 (0.004923929834062124)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5737438201904297 (2.5737438201904297) | > loss_disc_real_0: 0.049754559993743896 (0.049754559993743896) | > loss_disc_real_1: 0.16127341985702515 (0.16127341985702515) | > loss_disc_real_2: 0.26668307185173035 (0.26668307185173035) | > loss_disc_real_3: 0.21280528604984283 (0.21280528604984283) | > loss_disc_real_4: 0.2926211357116699 (0.2926211357116699) | > loss_disc_real_5: 0.244655042886734 (0.244655042886734) | > loss_0: 2.5737438201904297 (2.5737438201904297) | > loss_gen: 2.0083115100860596 (2.0083115100860596) | > loss_kl: 2.7904133796691895 (2.7904133796691895) | > loss_feat: 5.534329891204834 (5.534329891204834) | > loss_mel: 15.104090690612793 (15.104090690612793) | > loss_duration: 2.966069221496582 (2.966069221496582) | > loss_1: 28.403213500976562 (28.403213500976562)  --> STEP: 1 | > loss_disc: 2.552993059158325 (2.552993059158325) | > loss_disc_real_0: 0.15411674976348877 (0.15411674976348877) | > loss_disc_real_1: 0.23680956661701202 (0.23680956661701202) | > loss_disc_real_2: 0.31472790241241455 (0.31472790241241455) | > loss_disc_real_3: 0.2381482720375061 (0.2381482720375061) | > loss_disc_real_4: 0.24051867425441742 (0.24051867425441742) | > loss_disc_real_5: 0.26004159450531006 (0.26004159450531006) | > loss_0: 2.552993059158325 (2.552993059158325) | > loss_gen: 2.2927517890930176 (2.2927517890930176) | > loss_kl: 2.7493927478790283 (2.7493927478790283) | > loss_feat: 4.698908805847168 (4.698908805847168) | > loss_mel: 16.2303409576416 (16.2303409576416) | > loss_duration: 2.5517964363098145 (2.5517964363098145) | > loss_1: 28.523189544677734 (28.523189544677734)  --> STEP: 2 | > loss_disc: 2.3695602416992188 (2.461276650428772) | > loss_disc_real_0: 0.08899551630020142 (0.12155613303184509) | > loss_disc_real_1: 0.09780003130435944 (0.16730479896068573) | > loss_disc_real_2: 0.1883593201637268 (0.2515436112880707) | > loss_disc_real_3: 0.18008215725421906 (0.20911521464586258) | > loss_disc_real_4: 0.25418853759765625 (0.24735360592603683) | > loss_disc_real_5: 0.2740541100502014 (0.26704785227775574) | > loss_0: 2.3695602416992188 (2.461276650428772) | > loss_gen: 2.063100576400757 (2.177926182746887) | > loss_kl: 2.9261343479156494 (2.837763547897339) | > loss_feat: 5.449349880218506 (5.074129343032837) | > loss_mel: 18.771621704101562 (17.500981330871582) | > loss_duration: 2.545503616333008 (2.548650026321411) | > loss_1: 31.75571060180664 (30.139450073242188)  --> STEP: 3 | > loss_disc: 2.3753037452697754 (2.432619015375773) | > loss_disc_real_0: 0.1659155637025833 (0.13634260992209116) | > loss_disc_real_1: 0.12102663516998291 (0.1518787443637848) | > loss_disc_real_2: 0.2677314281463623 (0.25693955024083454) | > loss_disc_real_3: 0.23896227777004242 (0.21906423568725586) | > loss_disc_real_4: 0.25785595178604126 (0.25085438787937164) | > loss_disc_real_5: 0.2445986270904541 (0.25956477721532184) | > loss_0: 2.3753037452697754 (2.432619015375773) | > loss_gen: 2.4663925170898438 (2.2740816275278726) | > loss_kl: 2.849186658859253 (2.84157125155131) | > loss_feat: 6.223097324371338 (5.457118670145671) | > loss_mel: 16.966644287109375 (17.322868982950848) | > loss_duration: 2.4456124305725098 (2.5143041610717773) | > loss_1: 30.9509334564209 (30.409944534301758)  --> STEP: 4 | > loss_disc: 2.5314130783081055 (2.457317531108856) | > loss_disc_real_0: 0.1297670602798462 (0.13469872251152992) | > loss_disc_real_1: 0.2112613469362259 (0.16672439500689507) | > loss_disc_real_2: 0.2661769390106201 (0.25924889743328094) | > loss_disc_real_3: 0.2529878616333008 (0.2275451421737671) | > loss_disc_real_4: 0.17424453794956207 (0.23170192539691925) | > loss_disc_real_5: 0.20287826657295227 (0.24539314955472946) | > loss_0: 2.5314130783081055 (2.457317531108856) | > loss_gen: 2.0968356132507324 (2.2297701239585876) | > loss_kl: 4.135465621948242 (3.165044844150543) | > loss_feat: 6.0332465171813965 (5.601150631904602) | > loss_mel: 15.068824768066406 (16.759357929229736) | > loss_duration: 2.4300010204315186 (2.4932283759117126) | > loss_1: 29.764373779296875 (30.248551845550537)  --> STEP: 5 | > loss_disc: 2.7753779888153076 (2.5209296226501463) | > loss_disc_real_0: 0.3405973017215729 (0.1758784383535385) | > loss_disc_real_1: 0.22489066421985626 (0.1783576488494873) | > loss_disc_real_2: 0.32917433977127075 (0.2732339859008789) | > loss_disc_real_3: 0.2438078075647354 (0.23079767525196077) | > loss_disc_real_4: 0.2974350154399872 (0.24484854340553283) | > loss_disc_real_5: 0.2895773649215698 (0.25422999262809753) | > loss_0: 2.7753779888153076 (2.5209296226501463) | > loss_gen: 2.3917691707611084 (2.262169933319092) | > loss_kl: 3.349792242050171 (3.2019943237304687) | > loss_feat: 4.920900821685791 (5.46510066986084) | > loss_mel: 17.88496208190918 (16.984478759765626) | > loss_duration: 2.4070839881896973 (2.4759994983673095) | > loss_1: 30.95450782775879 (30.389743041992187)  --> STEP: 6 | > loss_disc: 2.7221310138702393 (2.554463187853495) | > loss_disc_real_0: 0.08989696204662323 (0.16154819230238596) | > loss_disc_real_1: 0.18794378638267517 (0.17995533843835196) | > loss_disc_real_2: 0.2492516189813614 (0.269236924747626) | > loss_disc_real_3: 0.2424405813217163 (0.23273815959692) | > loss_disc_real_4: 0.27487826347351074 (0.24985349675019583) | > loss_disc_real_5: 0.3489876687526703 (0.2700229386488597) | > loss_0: 2.7221310138702393 (2.554463187853495) | > loss_gen: 1.9703304767608643 (2.2135300238927207) | > loss_kl: 3.075819492340088 (3.1809651851654053) | > loss_feat: 5.085675239562988 (5.401863098144531) | > loss_mel: 14.00032901763916 (16.487120469411213) | > loss_duration: 2.2212464809417725 (2.43354066212972) | > loss_1: 26.35340118408203 (29.71701939900716)  --> STEP: 7 | > loss_disc: 2.4804317951202393 (2.543887274605887) | > loss_disc_real_0: 0.06899920105934143 (0.14832690783909389) | > loss_disc_real_1: 0.169428288936615 (0.1784514742238181) | > loss_disc_real_2: 0.2220589518547058 (0.2624972143343517) | > loss_disc_real_3: 0.250770628452301 (0.23531422657626017) | > loss_disc_real_4: 0.22382065653800964 (0.24613451957702637) | > loss_disc_real_5: 0.23521478474140167 (0.2650503452335085) | > loss_0: 2.4804317951202393 (2.543887274605887) | > loss_gen: 2.067136764526367 (2.1926167011260986) | > loss_kl: 3.8805947303771973 (3.2809122630528043) | > loss_feat: 6.417520046234131 (5.5469569478716165) | > loss_mel: 16.89156723022461 (16.54489857809884) | > loss_duration: 2.5340723991394043 (2.447902338845389) | > loss_1: 31.790891647338867 (30.01328686305455)  --> STEP: 8 | > loss_disc: 2.4202115535736084 (2.5284278094768524) | > loss_disc_real_0: 0.11590363085269928 (0.14427399821579456) | > loss_disc_real_1: 0.21350763738155365 (0.18283349461853504) | > loss_disc_real_2: 0.17429789900779724 (0.25147229991853237) | > loss_disc_real_3: 0.24105533957481384 (0.23603186570107937) | > loss_disc_real_4: 0.22905591130256653 (0.2439996935427189) | > loss_disc_real_5: 0.35145920515060425 (0.2758514527231455) | > loss_0: 2.4202115535736084 (2.5284278094768524) | > loss_gen: 2.4362523555755615 (2.2230711579322815) | > loss_kl: 3.0774097442626953 (3.2554744482040405) | > loss_feat: 11.089238166809082 (6.2397421002388) | > loss_mel: 19.50514793395996 (16.914929747581482) | > loss_duration: 2.2824478149414062 (2.4272205233573914) | > loss_1: 38.39049530029297 (31.06043791770935)  --> STEP: 9 | > loss_disc: 2.389923334121704 (2.5130384233262806) | > loss_disc_real_0: 0.11196029931306839 (0.14068358722660276) | > loss_disc_real_1: 0.16427265107631683 (0.18077117866939968) | > loss_disc_real_2: 0.25421956181526184 (0.2517775512403912) | > loss_disc_real_3: 0.23088006675243378 (0.2354594435956743) | > loss_disc_real_4: 0.2286091446876526 (0.24228963255882263) | > loss_disc_real_5: 0.1542118489742279 (0.262335941195488) | > loss_0: 2.389923334121704 (2.5130384233262806) | > loss_gen: 2.2478888034820557 (2.225828674104479) | > loss_kl: 3.304708480834961 (3.2609448962741427) | > loss_feat: 7.489361763000488 (6.378588729434544) | > loss_mel: 18.759233474731445 (17.119852383931477) | > loss_duration: 2.2297933101654053 (2.4052841663360596) | > loss_1: 34.030982971191406 (31.390498479207356)  --> STEP: 10 | > loss_disc: 2.2932982444763184 (2.4910644054412843) | > loss_disc_real_0: 0.17401832342147827 (0.1440170608460903) | > loss_disc_real_1: 0.21188771724700928 (0.18388283252716064) | > loss_disc_real_2: 0.18381351232528687 (0.24498114734888077) | > loss_disc_real_3: 0.20152367651462555 (0.23206586688756942) | > loss_disc_real_4: 0.20725882053375244 (0.2387865513563156) | > loss_disc_real_5: 0.18221603333950043 (0.2543239504098892) | > loss_0: 2.2932982444763184 (2.4910644054412843) | > loss_gen: 2.272482395172119 (2.2304940462112426) | > loss_kl: 2.887117385864258 (3.223562145233154) | > loss_feat: 6.0939226150512695 (6.350122117996216) | > loss_mel: 14.965950012207031 (16.904462146759034) | > loss_duration: 2.3807058334350586 (2.4028263330459594) | > loss_1: 28.600177764892578 (31.11146640777588)  --> STEP: 11 | > loss_disc: 2.3786580562591553 (2.480845646424727) | > loss_disc_real_0: 0.19539712369441986 (0.14868797565048392) | > loss_disc_real_1: 0.17776599526405334 (0.1833267564123327) | > loss_disc_real_2: 0.26948127150535583 (0.24720843136310577) | > loss_disc_real_3: 0.20066122710704803 (0.22921089963479477) | > loss_disc_real_4: 0.23094752430915833 (0.23807391253384677) | > loss_disc_real_5: 0.2512533366680145 (0.25404480370608246) | > loss_0: 2.3786580562591553 (2.480845646424727) | > loss_gen: 2.469534397125244 (2.252224987203425) | > loss_kl: 3.822338342666626 (3.2779963449998335) | > loss_feat: 6.82443380355835 (6.393241362138228) | > loss_mel: 18.052961349487305 (17.008871165188875) | > loss_duration: 2.566714286804199 (2.4177252379330723) | > loss_1: 33.73598098754883 (31.35005864230069)  --> STEP: 12 | > loss_disc: 2.436363935470581 (2.4771388371785483) | > loss_disc_real_0: 0.1707705855369568 (0.1505281931410233) | > loss_disc_real_1: 0.23721851408481598 (0.18781773621837297) | > loss_disc_real_2: 0.36059269309043884 (0.25665711984038353) | > loss_disc_real_3: 0.24606642127037048 (0.2306155264377594) | > loss_disc_real_4: 0.2871685028076172 (0.2421651283899943) | > loss_disc_real_5: 0.26780539751052856 (0.255191519856453) | > loss_0: 2.436363935470581 (2.4771388371785483) | > loss_gen: 2.803525924682617 (2.298166731993357) | > loss_kl: 2.661853075027466 (3.2266510725021362) | > loss_feat: 6.427863597869873 (6.396126548449199) | > loss_mel: 16.746143341064453 (16.986977179845173) | > loss_duration: 2.298497200012207 (2.4077895681063333) | > loss_1: 30.937885284423828 (31.31571086247762)  --> STEP: 13 | > loss_disc: 2.6324946880340576 (2.4890892872443566) | > loss_disc_real_0: 0.13046462833881378 (0.14898484200239182) | > loss_disc_real_1: 0.19783088564872742 (0.1885879784822464) | > loss_disc_real_2: 0.2609400153160095 (0.2569865733385086) | > loss_disc_real_3: 0.26510199904441833 (0.23326833202288702) | > loss_disc_real_4: 0.2852192521095276 (0.24547698406072763) | > loss_disc_real_5: 0.37579843401908875 (0.2644689747920404) | > loss_0: 2.6324946880340576 (2.4890892872443566) | > loss_gen: 2.2987704277038574 (2.298213170124934) | > loss_kl: 3.0086748600006104 (3.2098836715404806) | > loss_feat: 5.706511974334717 (6.343079273517315) | > loss_mel: 15.41568374633789 (16.86610845419077) | > loss_duration: 2.2569563388824463 (2.3961870120121884) | > loss_1: 28.68659782409668 (31.11347139798678)  --> STEP: 14 | > loss_disc: 2.4350969791412354 (2.4852326938084195) | > loss_disc_real_0: 0.10687080025672913 (0.1459766961634159) | > loss_disc_real_1: 0.15654465556144714 (0.18629916970218932) | > loss_disc_real_2: 0.20531174540519714 (0.2532955142004149) | > loss_disc_real_3: 0.2647848129272461 (0.23551950923034123) | > loss_disc_real_4: 0.32396045327186584 (0.25108294614723753) | > loss_disc_real_5: 0.2882647216320038 (0.26616867099489494) | > loss_0: 2.4350969791412354 (2.4852326938084195) | > loss_gen: 2.347956418991089 (2.3017662593296597) | > loss_kl: 3.9989655017852783 (3.266246659415109) | > loss_feat: 5.364752292633057 (6.273198774882725) | > loss_mel: 18.435701370239258 (16.978222233908518) | > loss_duration: 2.4611105918884277 (2.400824410574777) | > loss_1: 32.60848617553711 (31.220258167811803)  --> STEP: 15 | > loss_disc: 2.416754961013794 (2.480667511622111) | > loss_disc_real_0: 0.15018033981323242 (0.14625693907340367) | > loss_disc_real_1: 0.19288501143455505 (0.18673822581768035) | > loss_disc_real_2: 0.1684887856245041 (0.2476417322953542) | > loss_disc_real_3: 0.21927882730960846 (0.23443679710229237) | > loss_disc_real_4: 0.1915387511253357 (0.2471133331457774) | > loss_disc_real_5: 0.20509420335292816 (0.2620970398187638) | > loss_0: 2.416754961013794 (2.480667511622111) | > loss_gen: 2.1838502883911133 (2.293905194600423) | > loss_kl: 2.9607038497924805 (3.2458771387736003) | > loss_feat: 6.688883304595947 (6.300911076863607) | > loss_mel: 18.23896598815918 (17.06227181752523) | > loss_duration: 2.401318073272705 (2.4008573214213054) | > loss_1: 32.47372055053711 (31.303822326660157)  --> STEP: 16 | > loss_disc: 2.7025105953216553 (2.4945327043533325) | > loss_disc_real_0: 0.18135905265808105 (0.148450821172446) | > loss_disc_real_1: 0.2557118833065033 (0.1910490794107318) | > loss_disc_real_2: 0.3571138083934784 (0.25448373705148697) | > loss_disc_real_3: 0.26728859543800354 (0.23649003449827433) | > loss_disc_real_4: 0.24615639448165894 (0.24705352447927) | > loss_disc_real_5: 0.4229917824268341 (0.27215296123176824) | > loss_0: 2.7025105953216553 (2.4945327043533325) | > loss_gen: 2.592599630355835 (2.3125735968351364) | > loss_kl: 2.664886713027954 (3.2095652371644974) | > loss_feat: 8.956937789916992 (6.466912746429443) | > loss_mel: 16.759309768676758 (17.0433366894722) | > loss_duration: 2.4033374786376953 (2.4010123312473297) | > loss_1: 33.377071380615234 (31.43340039253235)  --> STEP: 17 | > loss_disc: 2.4612269401550293 (2.4925735417534325) | > loss_disc_real_0: 0.12962760031223297 (0.14734357288655112) | > loss_disc_real_1: 0.18200740218162537 (0.19051721604431376) | > loss_disc_real_2: 0.2658909559249878 (0.2551547499263988) | > loss_disc_real_3: 0.23338395357131958 (0.23630732385551229) | > loss_disc_real_4: 0.29193180799484253 (0.24969342350959778) | > loss_disc_real_5: 0.29881739616394043 (0.27372145740424897) | > loss_0: 2.4612269401550293 (2.4925735417534325) | > loss_gen: 2.4558088779449463 (2.320999201606302) | > loss_kl: 2.845634937286377 (3.1881575724657845) | > loss_feat: 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(31.280116928948296)  --> STEP: 19 | > loss_disc: 2.6698455810546875 (2.4949251601570532) | > loss_disc_real_0: 0.18188026547431946 (0.14664055132552198) | > loss_disc_real_1: 0.25399231910705566 (0.19377972028757395) | > loss_disc_real_2: 0.32213497161865234 (0.25623301612703425) | > loss_disc_real_3: 0.2659878134727478 (0.23827240498442398) | > loss_disc_real_4: 0.23840197920799255 (0.24847333603783658) | > loss_disc_real_5: 0.2580452859401703 (0.2679603303733626) | > loss_0: 2.6698455810546875 (2.4949251601570532) | > loss_gen: 2.2496066093444824 (2.312212504838642) | > loss_kl: 2.5849645137786865 (3.1557277252799585) | > loss_feat: 5.82010555267334 (6.4520312861392375) | > loss_mel: 15.589170455932617 (16.821255683898926) | > loss_duration: 2.359218120574951 (2.39799239760951) | > loss_1: 28.603065490722656 (31.13921948483116)  --> STEP: 20 | > loss_disc: 2.536675214767456 (2.497012662887573) | > loss_disc_real_0: 0.20316872000694275 (0.149466959759593) | > loss_disc_real_1: 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17.01807403564453 (16.816365324932594) | > loss_duration: 2.268338680267334 (2.3709842433100166) | > loss_1: 30.7675724029541 (31.01718172819718)  --> STEP: 24 | > loss_disc: 2.37009859085083 (2.4985781212647757) | > loss_disc_real_0: 0.055138200521469116 (0.1519700124238928) | > loss_disc_real_1: 0.13376551866531372 (0.19326727775235972) | > loss_disc_real_2: 0.17748022079467773 (0.25188605425258476) | > loss_disc_real_3: 0.28426602482795715 (0.24324903140465418) | > loss_disc_real_4: 0.3149709403514862 (0.25575462232033414) | > loss_disc_real_5: 0.3066525161266327 (0.2722618604699771) | > loss_0: 2.37009859085083 (2.4985781212647757) | > loss_gen: 2.3510708808898926 (2.3313724398612976) | > loss_kl: 2.8559939861297607 (3.0474791328112283) | > loss_feat: 6.7353925704956055 (6.455673356850942) | > loss_mel: 17.889982223510742 (16.86109936237335) | > loss_duration: 2.4367189407348633 (2.3737231890360517) | > loss_1: 32.26915740966797 (31.069347381591797)  --> STEP: 25 | > loss_disc: 2.5648350715637207 (2.5012283992767332) | > loss_disc_real_0: 0.18151886761188507 (0.15315196663141248) | > loss_disc_real_1: 0.2142583131790161 (0.19410691916942596) | > loss_disc_real_2: 0.2991887032985687 (0.2537781602144241) | > loss_disc_real_3: 0.2561597228050232 (0.24376545906066893) | > loss_disc_real_4: 0.2624720633029938 (0.2560233199596405) | > loss_disc_real_5: 0.23158283531665802 (0.2706346994638443) | > loss_0: 2.5648350715637207 (2.5012283992767332) | > loss_gen: 2.4177746772766113 (2.3348285293579103) | > loss_kl: 3.290914297103882 (3.0572165393829347) | > loss_feat: 7.606162071228027 (6.501692905426025) | > loss_mel: 15.060730934143066 (16.789084625244136) | > loss_duration: 2.434453010559082 (2.376152381896973) | > loss_1: 30.810035705566406 (31.05897491455078)  --> STEP: 26 | > loss_disc: 2.7949929237365723 (2.512527034832881) | > loss_disc_real_0: 0.0569317489862442 (0.14945118902967522) | > loss_disc_real_1: 0.1643877625465393 (0.19296387468393034) | > loss_disc_real_2: 0.269572913646698 (0.2543856507310501) | > loss_disc_real_3: 0.2669355571269989 (0.24465661667860472) | > loss_disc_real_4: 0.2755734622478485 (0.256775248509187) | > loss_disc_real_5: 0.23100648820400238 (0.2691105374923119) | > loss_0: 2.7949929237365723 (2.512527034832881) | > loss_gen: 1.6767511367797852 (2.3095178604125977) | > loss_kl: 2.377006769180298 (3.0310546251443715) | > loss_feat: 3.5642664432525635 (6.3887149645732) | > loss_mel: 14.609169960021973 (16.705241753504822) | > loss_duration: 2.331016778945923 (2.3744163971680865) | > loss_1: 24.558212280273438 (30.808945582463192) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023583999046912557 (-0.00010900314037616543) | > avg_loss_disc: 2.512527034832881 (+0.05309113172384361) | > avg_loss_disc_real_0: 0.14945118902967522 (+0.011366612349565153) | > avg_loss_disc_real_1: 0.19296387468393034 (-0.014543253641862125) | > avg_loss_disc_real_2: 0.2543856507310501 (-0.029348078255469978) | > avg_loss_disc_real_3: 0.24465661667860472 (-0.004752587240475892) | > avg_loss_disc_real_4: 0.256775248509187 (+0.04518922074482992) | > avg_loss_disc_real_5: 0.2691105374923119 (+0.05984113308099598) | > avg_loss_0: 2.512527034832881 (+0.05309113172384361) | > avg_loss_gen: 2.3095178604125977 (-0.025287701533390994) | > avg_loss_kl: 3.0310546251443715 (-0.06436956845797015) | > avg_loss_feat: 6.3887149645732 (-0.34786947873922447) | > avg_loss_mel: 16.705241753504822 (+0.014240081493667844) | > avg_loss_duration: 2.3744163971680865 (+0.01942692353175257) | > avg_loss_1: 30.808945582463192 (-0.40385979872483446)  > EPOCH: 948/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:17:55)   --> TIME: 2024-06-12 09:18:00 -- STEP: 9/330 -- GLOBAL_STEP: 400850 | > loss_disc: 2.372480869293213 (2.308275434705946) | > loss_disc_real_0: 0.09920334070920944 (0.0998051514228185) | > loss_disc_real_1: 0.21389363706111908 (0.1937420815229416) | > loss_disc_real_2: 0.18828992545604706 (0.20583638714419472) | > loss_disc_real_3: 0.24349936842918396 (0.22794797188705868) | > loss_disc_real_4: 0.22164057195186615 (0.23153316974639893) | > loss_disc_real_5: 0.2009720504283905 (0.2368204047282537) | > loss_0: 2.372480869293213 (2.308275434705946) | > grad_norm_0: tensor(8.0132, device='cuda:0') (tensor(8.3958, device='cuda:0')) | > loss_gen: 2.3052425384521484 (2.5280248853895397) | > loss_kl: 1.7630431652069092 (2.0002487765418158) | > loss_feat: 7.333213806152344 (6.9775471687316895) | > loss_mel: 17.28963851928711 (17.611338297526043) | > loss_duration: 2.0642871856689453 (2.085331996281942) | > loss_1: 30.75542449951172 (31.202491336398655) | > grad_norm_1: tensor(89.9926, device='cuda:0') (tensor(78.5606, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.3723 (0.37404852443271214) | > loader_time: 0.0031 (0.003131045235527886)  --> TIME: 2024-06-12 09:18:09 -- STEP: 34/330 -- GLOBAL_STEP: 400875 | > loss_disc: 2.4047415256500244 (2.331105610903572) | > loss_disc_real_0: 0.14531253278255463 (0.10262222631889231) | > loss_disc_real_1: 0.24276013672351837 (0.19767798001275344) | > loss_disc_real_2: 0.20311206579208374 (0.21135846744565404) | > loss_disc_real_3: 0.2321753054857254 (0.22829064288560083) | > loss_disc_real_4: 0.2186315357685089 (0.2294327082002864) | > loss_disc_real_5: 0.20049557089805603 (0.2237906105378095) | > loss_0: 2.4047415256500244 (2.331105610903572) | > grad_norm_0: tensor(8.8058, device='cuda:0') (tensor(8.6128, device='cuda:0')) | > loss_gen: 2.4055373668670654 (2.502483704510857) | > loss_kl: 2.01065993309021 (1.9499237116645365) | > loss_feat: 6.820151329040527 (6.942432038924274) | > loss_mel: 17.395462036132812 (17.311497183407056) | > loss_duration: 1.9858105182647705 (1.9960563533446367) | > loss_1: 30.61762046813965 (30.702393363503848) | > grad_norm_1: tensor(37.0899, device='cuda:0') (tensor(83.2165, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.3696 (0.36290231171776266) | > loader_time: 0.0045 (0.00323184097514433)  --> TIME: 2024-06-12 09:18:18 -- STEP: 59/330 -- GLOBAL_STEP: 400900 | > loss_disc: 2.3618452548980713 (2.3514050467539653) | > loss_disc_real_0: 0.08791413903236389 (0.10486270436796091) | > loss_disc_real_1: 0.1980724334716797 (0.19815453407117875) | > loss_disc_real_2: 0.21686124801635742 (0.21028370549113062) | > loss_disc_real_3: 0.2529992163181305 (0.228524288888705) | > loss_disc_real_4: 0.20813626050949097 (0.23327534330093255) | > loss_disc_real_5: 0.2142174243927002 (0.2237209849438425) | > loss_0: 2.3618452548980713 (2.3514050467539653) | > grad_norm_0: tensor(9.4531, device='cuda:0') (tensor(8.5770, device='cuda:0')) | > loss_gen: 2.4038517475128174 (2.4923930046922065) | > loss_kl: 1.8427356481552124 (1.9434848862179255) | > loss_feat: 7.327337265014648 (6.994780249514823) | > loss_mel: 17.436994552612305 (17.200416080022258) | > loss_duration: 1.9382919073104858 (1.978037533113512) | > loss_1: 30.94921112060547 (30.60911207684016) | > grad_norm_1: tensor(78.3467, device='cuda:0') (tensor(81.0531, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.384 (0.36748838828781905) | > loader_time: 0.0036 (0.003477516820875265)  --> TIME: 2024-06-12 09:18:28 -- STEP: 84/330 -- GLOBAL_STEP: 400925 | > loss_disc: 2.300711154937744 (2.345617887519655) | > loss_disc_real_0: 0.08836515247821808 (0.1041005841855492) | > loss_disc_real_1: 0.19638119637966156 (0.19771351008897736) | > loss_disc_real_2: 0.196200430393219 (0.20927238251481736) | > loss_disc_real_3: 0.24931740760803223 (0.22777647276719412) | > loss_disc_real_4: 0.23119129240512848 (0.2330452645463603) | > loss_disc_real_5: 0.20579007267951965 (0.22223279341345742) | > loss_0: 2.300711154937744 (2.345617887519655) | > grad_norm_0: tensor(11.6831, device='cuda:0') (tensor(8.3039, device='cuda:0')) | > loss_gen: 2.5560226440429688 (2.4958308651333763) | > loss_kl: 1.9435664415359497 (1.963843584060669) | > loss_feat: 7.369600296020508 (7.041282273474193) | > loss_mel: 17.30408477783203 (17.189044112250915) | > loss_duration: 2.055947780609131 (1.9736563889753251) | > loss_1: 31.229223251342773 (30.66365755172003) | > grad_norm_1: tensor(82.6247, device='cuda:0') (tensor(81.6511, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.3793 (0.3700389776911055) | > loader_time: 0.0038 (0.00358064401717413)  --> TIME: 2024-06-12 09:18:37 -- STEP: 109/330 -- GLOBAL_STEP: 400950 | > loss_disc: 2.2992067337036133 (2.3526549361167697) | > loss_disc_real_0: 0.11080130934715271 (0.10700599165684586) | > loss_disc_real_1: 0.19011487066745758 (0.19717031744641994) | > loss_disc_real_2: 0.19422206282615662 (0.2094785003760539) | > loss_disc_real_3: 0.19714966416358948 (0.22836115641878285) | > loss_disc_real_4: 0.23421919345855713 (0.23356631193139138) | > loss_disc_real_5: 0.227224200963974 (0.22435847621992094) | > loss_0: 2.2992067337036133 (2.3526549361167697) | > grad_norm_0: tensor(4.9209, device='cuda:0') (tensor(8.2438, device='cuda:0')) | > loss_gen: 2.5126445293426514 (2.4866646539180652) | > loss_kl: 2.175813674926758 (1.9691320985829064) | > loss_feat: 6.751898765563965 (6.982443262677674) | > loss_mel: 16.860309600830078 (17.107076793635656) | > loss_duration: 1.9341368675231934 (1.977074347504782) | > loss_1: 30.23480224609375 (30.522391433015876) | > grad_norm_1: tensor(67.1714, device='cuda:0') (tensor(86.7907, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.3713 (0.37120353847468673) | > loader_time: 0.0038 (0.0036645263706872222)  --> TIME: 2024-06-12 09:18:47 -- STEP: 134/330 -- GLOBAL_STEP: 400975 | > loss_disc: 2.3419129848480225 (2.3610046283522648) | > loss_disc_real_0: 0.1237194836139679 (0.10881417845167331) | > loss_disc_real_1: 0.20588307082653046 (0.19785290089116167) | > loss_disc_real_2: 0.21488164365291595 (0.2107319258042236) | > loss_disc_real_3: 0.23561127483844757 (0.22915806298825278) | > loss_disc_real_4: 0.21900929510593414 (0.2332555743962971) | > loss_disc_real_5: 0.22201280295848846 (0.22389097133679176) | > loss_0: 2.3419129848480225 (2.3610046283522648) | > grad_norm_0: tensor(13.0519, device='cuda:0') (tensor(8.5786, device='cuda:0')) | > loss_gen: 2.4075522422790527 (2.4789606653042693) | > loss_kl: 1.9999324083328247 (1.9770051347675608) | > loss_feat: 7.213284492492676 (6.960621979699207) | > loss_mel: 17.05634880065918 (17.14030273636775) | > loss_duration: 2.002997636795044 (1.9823604662026932) | > loss_1: 30.680116653442383 (30.539251227877035) | > grad_norm_1: tensor(195.8942, device='cuda:0') (tensor(97.8366, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.3851 (0.3727151475735565) | > loader_time: 0.0046 (0.0037851920768396177)  --> TIME: 2024-06-12 09:18:57 -- STEP: 159/330 -- GLOBAL_STEP: 401000 | > loss_disc: 2.4133007526397705 (2.3629805606866032) | > loss_disc_real_0: 0.17583110928535461 (0.11074055787527338) | > loss_disc_real_1: 0.1627046912908554 (0.19667133679554896) | > loss_disc_real_2: 0.21262086927890778 (0.21039844683881076) | > loss_disc_real_3: 0.23315903544425964 (0.229159488524281) | > loss_disc_real_4: 0.27379292249679565 (0.23333428490836666) | > loss_disc_real_5: 0.26547983288764954 (0.22384126990471245) | > loss_0: 2.4133007526397705 (2.3629805606866032) | > grad_norm_0: tensor(14.6010, device='cuda:0') (tensor(9.3615, device='cuda:0')) | > loss_gen: 2.5880801677703857 (2.4803749465342584) | > loss_kl: 1.930078387260437 (1.982629567572156) | > loss_feat: 7.4551682472229 (6.945954334810844) | > loss_mel: 17.158424377441406 (17.131457508734936) | > loss_duration: 2.019041061401367 (1.9858211308905163) | > loss_1: 31.15079116821289 (30.526237667731518) | > grad_norm_1: tensor(184.0033, device='cuda:0') (tensor(111.7034, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.3807 (0.37380092548874194) | > loader_time: 0.0046 (0.0038697419676390833) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_401000.pth  --> TIME: 2024-06-12 09:19:13 -- STEP: 184/330 -- GLOBAL_STEP: 401025 | > loss_disc: 2.521454095840454 (2.3707574580026707) | > loss_disc_real_0: 0.09452934563159943 (0.112192505930105) | > loss_disc_real_1: 0.23359398543834686 (0.19686440321738305) | > loss_disc_real_2: 0.21474991738796234 (0.21128192560180373) | > loss_disc_real_3: 0.22152027487754822 (0.22969307240260683) | > loss_disc_real_4: 0.25829416513442993 (0.23433502180420834) | > loss_disc_real_5: 0.208200603723526 (0.22451611762137516) | > loss_0: 2.521454095840454 (2.3707574580026707) | > grad_norm_0: tensor(17.8701, device='cuda:0') (tensor(10.0954, device='cuda:0')) | > loss_gen: 2.2519843578338623 (2.4741310684577273) | > loss_kl: 2.0535542964935303 (1.9909686938576077) | > loss_feat: 6.1713738441467285 (6.931073217288308) | > loss_mel: 16.43915557861328 (17.110891088195466) | > loss_duration: 2.030045986175537 (1.9937916210164195) | > loss_1: 28.94611358642578 (30.50085583977077) | > grad_norm_1: tensor(217.3212, device='cuda:0') (tensor(125.3848, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.386 (0.3782239945038505) | > loader_time: 0.0046 (0.004019124352413677)  --> TIME: 2024-06-12 09:19:23 -- STEP: 209/330 -- GLOBAL_STEP: 401050 | > loss_disc: 2.279357433319092 (2.371446671098042) | > loss_disc_real_0: 0.14310836791992188 (0.11324996009255142) | > loss_disc_real_1: 0.19929517805576324 (0.19706873609974054) | > loss_disc_real_2: 0.21221165359020233 (0.21141516641851818) | > loss_disc_real_3: 0.22519096732139587 (0.22944873321854897) | > loss_disc_real_4: 0.21278150379657745 (0.2341622179775147) | > loss_disc_real_5: 0.19508793950080872 (0.2237773722296126) | > loss_0: 2.279357433319092 (2.371446671098042) | > grad_norm_0: tensor(14.1951, device='cuda:0') (tensor(11.4252, device='cuda:0')) | > loss_gen: 2.462473154067993 (2.474437586998825) | > loss_kl: 2.008448362350464 (2.001654002655066) | > loss_feat: 6.771832466125488 (6.915460447375284) | > loss_mel: 16.36355972290039 (17.05574910378343) | > loss_duration: 2.107530355453491 (2.002850728171864) | > loss_1: 29.713844299316406 (30.450152054928136) | > grad_norm_1: tensor(326.7228, device='cuda:0') (tensor(149.4537, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.4123 (0.38065111694153414) | > loader_time: 0.005 (0.0041368475371000345)  --> TIME: 2024-06-12 09:19:33 -- STEP: 234/330 -- GLOBAL_STEP: 401075 | > loss_disc: 2.448050022125244 (2.3718029301390677) | > loss_disc_real_0: 0.0863129049539566 (0.11418906487842911) | > loss_disc_real_1: 0.18631894886493683 (0.19678759288329345) | > loss_disc_real_2: 0.22654831409454346 (0.2109814423144373) | > loss_disc_real_3: 0.20699287950992584 (0.22948133983673194) | > loss_disc_real_4: 0.20945647358894348 (0.23353845486019412) | > loss_disc_real_5: 0.18951964378356934 (0.22285953176836681) | > loss_0: 2.448050022125244 (2.3718029301390677) | > grad_norm_0: tensor(24.0785, device='cuda:0') (tensor(12.7593, device='cuda:0')) | > loss_gen: 2.409296751022339 (2.4753266287665077) | > loss_kl: 1.8785945177078247 (2.005560996695463) | > loss_feat: 6.503790855407715 (6.905942183274489) | > loss_mel: 16.539304733276367 (17.023470426217106) | > loss_duration: 2.0791244506835938 (2.012002901643769) | > loss_1: 29.410110473632812 (30.422303313882942) | > grad_norm_1: tensor(208.9516, device='cuda:0') (tensor(167.7439, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.4268 (0.38385447477683043) | > loader_time: 0.0055 (0.0042816196751390805)  --> TIME: 2024-06-12 09:19:44 -- STEP: 259/330 -- GLOBAL_STEP: 401100 | > loss_disc: 2.433305501937866 (2.3745818340640263) | > loss_disc_real_0: 0.18918371200561523 (0.11581403275944553) | > loss_disc_real_1: 0.1697508990764618 (0.19679111558728238) | > loss_disc_real_2: 0.237754225730896 (0.21134147600317554) | > loss_disc_real_3: 0.2478589117527008 (0.22972839472376702) | > loss_disc_real_4: 0.2291840761899948 (0.2338721508800293) | > loss_disc_real_5: 0.22051917016506195 (0.22352677733281404) | > loss_0: 2.433305501937866 (2.3745818340640263) | > grad_norm_0: tensor(31.2523, device='cuda:0') (tensor(13.8926, device='cuda:0')) | > loss_gen: 2.4004900455474854 (2.4755466416995953) | > loss_kl: 2.0455217361450195 (2.013634622327151) | > loss_feat: 6.709194660186768 (6.91664068303053) | > loss_mel: 17.159399032592773 (16.981429578714852) | > loss_duration: 2.1356310844421387 (2.020449342414679) | > loss_1: 30.450237274169922 (30.407701028359902) | > grad_norm_1: tensor(317.3101, device='cuda:0') (tensor(182.1736, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.4247 (0.38754540520745356) | > loader_time: 0.0056 (0.004410740031238692)  --> TIME: 2024-06-12 09:19:55 -- STEP: 284/330 -- GLOBAL_STEP: 401125 | > loss_disc: 2.4026544094085693 (2.373795214673162) | > loss_disc_real_0: 0.131510391831398 (0.1171306775699199) | > loss_disc_real_1: 0.20324528217315674 (0.19671409619106373) | > loss_disc_real_2: 0.20874394476413727 (0.21179688344119302) | > loss_disc_real_3: 0.246098592877388 (0.22974889452608538) | > loss_disc_real_4: 0.21802259981632233 (0.23310811172278834) | > loss_disc_real_5: 0.16969893872737885 (0.22216688605471394) | > loss_0: 2.4026544094085693 (2.373795214673162) | > grad_norm_0: tensor(24.6530, device='cuda:0') (tensor(15.4317, device='cuda:0')) | > loss_gen: 2.5608103275299072 (2.4752944775030645) | > loss_kl: 2.0657005310058594 (2.0197722962204865) | > loss_feat: 7.143592357635498 (6.9197482676573205) | > loss_mel: 16.63072395324707 (16.93773765966926) | > loss_duration: 2.152461290359497 (2.0304226283456246) | > loss_1: 30.55328941345215 (30.38297553129599) | > grad_norm_1: tensor(535.6003, device='cuda:0') (tensor(202.8400, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.4584 (0.3925701539281387) | > loader_time: 0.0063 (0.004569601005231834)  --> TIME: 2024-06-12 09:20:08 -- STEP: 309/330 -- GLOBAL_STEP: 401150 | > loss_disc: 2.4503631591796875 (2.3770548224834926) | > loss_disc_real_0: 0.12590354681015015 (0.11832573221435824) | > loss_disc_real_1: 0.22343632578849792 (0.19712567710374937) | > loss_disc_real_2: 0.19981186091899872 (0.21153941610677343) | > loss_disc_real_3: 0.2425791472196579 (0.22990339897982898) | > loss_disc_real_4: 0.26914680004119873 (0.23336400082003336) | > loss_disc_real_5: 0.26274076104164124 (0.22223656728236807) | > loss_0: 2.4503631591796875 (2.3770548224834926) | > grad_norm_0: tensor(26.4329, device='cuda:0') (tensor(16.6691, device='cuda:0')) | > loss_gen: 2.595695734024048 (2.4747112653787857) | > loss_kl: 2.1309313774108887 (2.0288053453933093) | > loss_feat: 7.260218620300293 (6.926899528812051) | > loss_mel: 16.724727630615234 (16.88366035041686) | > loss_duration: 2.2142333984375 (2.042750786423299) | > loss_1: 30.925806045532227 (30.356827448872686) | > grad_norm_1: tensor(318.5079, device='cuda:0') (tensor(219.5459, device='cuda:0')) | > current_lr_0: 0.00017764904730357126 | > current_lr_1: 0.00017764904730357126 | > step_time: 0.5031 (0.39951054718116324) | > loader_time: 0.0074 (0.004754197636082722)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.336866617202759 (2.336866617202759) | > loss_disc_real_0: 0.10484039783477783 (0.10484039783477783) | > loss_disc_real_1: 0.2244265228509903 (0.2244265228509903) | > loss_disc_real_2: 0.24201828241348267 (0.24201828241348267) | > loss_disc_real_3: 0.21129968762397766 (0.21129968762397766) | > loss_disc_real_4: 0.21259436011314392 (0.21259436011314392) | > loss_disc_real_5: 0.20658007264137268 (0.20658007264137268) | > loss_0: 2.336866617202759 (2.336866617202759) | > loss_gen: 2.5282084941864014 (2.5282084941864014) | > loss_kl: 2.7409379482269287 (2.7409379482269287) | > loss_feat: 8.6591215133667 (8.6591215133667) | > loss_mel: 17.879541397094727 (17.879541397094727) | > loss_duration: 2.904278039932251 (2.904278039932251) | > loss_1: 34.71208953857422 (34.71208953857422)  --> STEP: 1 | > loss_disc: 2.09365177154541 (2.09365177154541) | > loss_disc_real_0: 0.05901360139250755 (0.05901360139250755) | > loss_disc_real_1: 0.18201035261154175 (0.18201035261154175) | > loss_disc_real_2: 0.14806649088859558 (0.14806649088859558) | > loss_disc_real_3: 0.17525745928287506 (0.17525745928287506) | > loss_disc_real_4: 0.23275570571422577 (0.23275570571422577) | > loss_disc_real_5: 0.1897428035736084 (0.1897428035736084) | > loss_0: 2.09365177154541 (2.09365177154541) | > loss_gen: 2.278261184692383 (2.278261184692383) | > loss_kl: 3.0769388675689697 (3.0769388675689697) | > loss_feat: 7.714473724365234 (7.714473724365234) | > loss_mel: 18.374414443969727 (18.374414443969727) | > loss_duration: 2.4423108100891113 (2.4423108100891113) | > loss_1: 33.88639831542969 (33.88639831542969)  --> STEP: 2 | > loss_disc: 2.4438931941986084 (2.2687724828720093) | > loss_disc_real_0: 0.09999696165323257 (0.07950528152287006) | > loss_disc_real_1: 0.2181735783815384 (0.20009196549654007) | > loss_disc_real_2: 0.22567693889141083 (0.1868717148900032) | > loss_disc_real_3: 0.2599903643131256 (0.21762391179800034) | > loss_disc_real_4: 0.22915606200695038 (0.23095588386058807) | > loss_disc_real_5: 0.23295623064041138 (0.2113495171070099) | > loss_0: 2.4438931941986084 (2.2687724828720093) | > loss_gen: 2.2278926372528076 (2.253076910972595) | > loss_kl: 2.5064165592193604 (2.791677713394165) | > loss_feat: 6.787265300750732 (7.250869512557983) | > loss_mel: 17.785566329956055 (18.07999038696289) | > loss_duration: 2.5399065017700195 (2.4911086559295654) | > loss_1: 31.8470458984375 (32.866722106933594)  --> STEP: 3 | > loss_disc: 2.4275293350219727 (2.3216914335886636) | > loss_disc_real_0: 0.13691575825214386 (0.09864210709929466) | > loss_disc_real_1: 0.18670505285263062 (0.1956296612819036) | > loss_disc_real_2: 0.22827360033988953 (0.20067234337329865) | > loss_disc_real_3: 0.2081153392791748 (0.2144543876250585) | > loss_disc_real_4: 0.26902440190315247 (0.2436453898747762) | > loss_disc_real_5: 0.28613564372062683 (0.23627822597821554) | > loss_0: 2.4275293350219727 (2.3216914335886636) | > loss_gen: 2.515549898147583 (2.3405679066975913) | > loss_kl: 3.6984477043151855 (3.0939343770345054) | > loss_feat: 5.408203601837158 (6.636647542317708) | > loss_mel: 16.006000518798828 (17.388660430908203) | > loss_duration: 2.4126408100128174 (2.4649527072906494) | > loss_1: 30.040843963623047 (31.924762725830078)  --> STEP: 4 | > loss_disc: 2.365095615386963 (2.3325424790382385) | > loss_disc_real_0: 0.24756145477294922 (0.1358719440177083) | > loss_disc_real_1: 0.15241335332393646 (0.1848255842924118) | > loss_disc_real_2: 0.25785306096076965 (0.2149675227701664) | > loss_disc_real_3: 0.18354453146457672 (0.20672692358493805) | > loss_disc_real_4: 0.1558704376220703 (0.22170165181159973) | > loss_disc_real_5: 0.17163483798503876 (0.22011737897992134) | > loss_0: 2.365095615386963 (2.3325424790382385) | > loss_gen: 2.340404987335205 (2.3405271768569946) | > loss_kl: 3.5536277294158936 (3.2088577151298523) | > loss_feat: 7.8284912109375 (6.934608459472656) | > loss_mel: 18.639446258544922 (17.701356887817383) | > loss_duration: 2.379521369934082 (2.4435948729515076) | > loss_1: 34.74148941040039 (32.628944396972656)  --> STEP: 5 | > loss_disc: 2.3362481594085693 (2.333283615112305) | > loss_disc_real_0: 0.1138753890991211 (0.13147263303399087) | > loss_disc_real_1: 0.16082730889320374 (0.18002592921257018) | > loss_disc_real_2: 0.21775299310684204 (0.21552461683750151) | > loss_disc_real_3: 0.18659570813179016 (0.20270068049430848) | > loss_disc_real_4: 0.20282751321792603 (0.21792682409286498) | > loss_disc_real_5: 0.21458573639392853 (0.2190110504627228) | > loss_0: 2.3362481594085693 (2.333283615112305) | > loss_gen: 2.1733462810516357 (2.307090997695923) | > loss_kl: 2.8615312576293945 (3.1393924236297606) | > loss_feat: 5.553056240081787 (6.658298015594482) | > loss_mel: 18.371912002563477 (17.835467910766603) | > loss_duration: 2.4512674808502197 (2.44512939453125) | > loss_1: 31.41111183166504 (32.38537788391113)  --> STEP: 6 | > loss_disc: 2.353632926940918 (2.3366751670837402) | > loss_disc_real_0: 0.17699244618415833 (0.13905926855901876) | > loss_disc_real_1: 0.214834064245224 (0.18582728505134583) | > loss_disc_real_2: 0.20148120820522308 (0.2131840487321218) | > loss_disc_real_3: 0.23918995261192322 (0.20878222584724426) | > loss_disc_real_4: 0.19893060624599457 (0.21476078778505325) | > loss_disc_real_5: 0.26039618253707886 (0.22590857247511545) | > loss_0: 2.353632926940918 (2.3366751670837402) | > loss_gen: 2.591691493988037 (2.3545244137446084) | > loss_kl: 3.0932998657226562 (3.131710330645243) | > loss_feat: 5.370697975158691 (6.443698008855184) | > loss_mel: 16.914113998413086 (17.681908925374348) | > loss_duration: 2.23075270652771 (2.40939994653066) | > loss_1: 30.200557708740234 (32.021241188049316)  --> STEP: 7 | > loss_disc: 2.5348331928253174 (2.364983456475394) | > loss_disc_real_0: 0.14307276904582977 (0.13963262577142035) | > loss_disc_real_1: 0.24054495990276337 (0.19364409574440547) | > loss_disc_real_2: 0.1790686845779419 (0.20831042528152466) | > loss_disc_real_3: 0.36310136318206787 (0.2308278168950762) | > loss_disc_real_4: 0.22164002060890198 (0.21574353533131735) | > loss_disc_real_5: 0.24651508033275604 (0.22885235931192124) | > loss_0: 2.5348331928253174 (2.364983456475394) | > loss_gen: 2.405580997467041 (2.3618182114192416) | > loss_kl: 4.146047592163086 (3.276615653719221) | > loss_feat: 7.604051113128662 (6.609462738037109) | > loss_mel: 17.33155059814453 (17.63185773577009) | > loss_duration: 2.4858574867248535 (2.420322452272688) | > loss_1: 33.973087310791016 (32.30007634844099)  --> STEP: 8 | > loss_disc: 2.550767660140991 (2.3882064819335938) | > loss_disc_real_0: 0.25800997018814087 (0.1544297938235104) | > loss_disc_real_1: 0.19756360352039337 (0.19413403421640396) | > loss_disc_real_2: 0.24030418694019318 (0.21230964548885822) | > loss_disc_real_3: 0.2502778470516205 (0.23325907066464424) | > loss_disc_real_4: 0.24090176820755005 (0.21888831444084644) | > loss_disc_real_5: 0.24105948209762573 (0.23037824966013432) | > loss_0: 2.550767660140991 (2.3882064819335938) | > loss_gen: 2.3856184482574463 (2.3647932410240173) | > loss_kl: 3.0083506107330322 (3.2430825233459473) | > loss_feat: 6.706268787384033 (6.621563494205475) | > loss_mel: 17.955760955810547 (17.672345638275146) | > loss_duration: 2.309539318084717 (2.4064745604991913) | > loss_1: 32.365535736083984 (32.30825877189636)  --> STEP: 9 | > loss_disc: 2.7215054035186768 (2.4252396954430475) | > loss_disc_real_0: 0.18492794036865234 (0.15781847677297062) | > loss_disc_real_1: 0.20252466201782227 (0.19506632619433933) | > loss_disc_real_2: 0.24910175800323486 (0.21639765799045563) | > loss_disc_real_3: 0.24665386974811554 (0.23474738167391884) | > loss_disc_real_4: 0.25404706597328186 (0.22279484238889483) | > loss_disc_real_5: 0.30074256658554077 (0.2381965070962906) | > loss_0: 2.7215054035186768 (2.4252396954430475) | > loss_gen: 2.055845260620117 (2.3304656876458063) | > loss_kl: 3.38580584526062 (3.258940670225355) | > loss_feat: 5.601467132568359 (6.508219454023573) | > loss_mel: 17.692007064819336 (17.674530241224502) | > loss_duration: 2.1874539852142334 (2.3821389410230847) | > loss_1: 30.922578811645508 (32.15429433186849)  --> STEP: 10 | > loss_disc: 2.5165534019470215 (2.434371066093445) | > loss_disc_real_0: 0.12272182106971741 (0.1543088112026453) | > loss_disc_real_1: 0.21888937056064606 (0.19744863063097) | > loss_disc_real_2: 0.2742644250392914 (0.22218433469533921) | > loss_disc_real_3: 0.20107005536556244 (0.2313796490430832) | > loss_disc_real_4: 0.20825214684009552 (0.2213405728340149) | > loss_disc_real_5: 0.1816364824771881 (0.23254050463438034) | > loss_0: 2.5165534019470215 (2.434371066093445) | > loss_gen: 2.053420066833496 (2.302761125564575) | > loss_kl: 2.8736491203308105 (3.220411515235901) | > loss_feat: 5.108871936798096 (6.368284702301025) | > loss_mel: 15.598529815673828 (17.466930198669434) | > loss_duration: 2.3702614307403564 (2.380951189994812) | > loss_1: 28.00473403930664 (31.739338302612303)  --> STEP: 11 | > loss_disc: 2.538403272628784 (2.4438285394148394) | > loss_disc_real_0: 0.20847231149673462 (0.15923276577483525) | > loss_disc_real_1: 0.17858558893203735 (0.19573380865833975) | > loss_disc_real_2: 0.27202409505844116 (0.22671522200107574) | > loss_disc_real_3: 0.25838443636894226 (0.23383462970907037) | > loss_disc_real_4: 0.2617633640766144 (0.22501537203788757) | > loss_disc_real_5: 0.25816142559051514 (0.23486967926675623) | > loss_0: 2.538403272628784 (2.4438285394148394) | > loss_gen: 2.3049917221069336 (2.302963907068426) | > loss_kl: 3.7581703662872314 (3.2692986835132944) | > loss_feat: 5.5574469566345215 (6.294572179967707) | > loss_mel: 16.664371490478516 (17.39397031610662) | > loss_duration: 2.5296034812927246 (2.3944650346582588) | > loss_1: 30.814584732055664 (31.655269796198066)  --> STEP: 12 | > loss_disc: 2.7043702602386475 (2.46554034948349) | > loss_disc_real_0: 0.1434982419013977 (0.15792155545204878) | > loss_disc_real_1: 0.22329270839691162 (0.1980303836365541) | > loss_disc_real_2: 0.2505103647708893 (0.22869815056522688) | > loss_disc_real_3: 0.21318039298057556 (0.23211344331502914) | > loss_disc_real_4: 0.23308326303958893 (0.22568769628802934) | > loss_disc_real_5: 0.2732205092906952 (0.23806558176875114) | > loss_0: 2.7043702602386475 (2.46554034948349) | > loss_gen: 1.9748677015304565 (2.2756225566069284) | > loss_kl: 2.822932720184326 (3.2321015199025473) | > loss_feat: 5.361279010772705 (6.216797749201457) | > loss_mel: 17.48925018310547 (17.40191030502319) | > loss_duration: 2.293382167816162 (2.3860414624214172) | > loss_1: 29.94171142578125 (31.512473265329998)  --> STEP: 13 | > loss_disc: 2.2656219005584717 (2.4501620072584887) | > loss_disc_real_0: 0.1428513526916504 (0.15676230908586428) | > loss_disc_real_1: 0.21643325686454773 (0.19944598926947668) | > loss_disc_real_2: 0.18400432169437408 (0.22526016372900742) | > loss_disc_real_3: 0.22573260962963104 (0.2316226099546139) | > loss_disc_real_4: 0.20766213536262512 (0.22430111467838287) | > loss_disc_real_5: 0.19422471523284912 (0.2346932074198356) | > loss_0: 2.2656219005584717 (2.4501620072584887) | > loss_gen: 2.4905142784118652 (2.292152689053462) | > loss_kl: 3.4190733432769775 (3.2464839678544264) | > loss_feat: 9.507062911987305 (6.469895069415752) | > loss_mel: 16.61471176147461 (17.34135657090407) | > loss_duration: 2.2494447231292725 (2.375534020937406) | > loss_1: 34.28080368041992 (31.725421758798454)  --> STEP: 14 | > loss_disc: 2.31642746925354 (2.440609540258135) | > loss_disc_real_0: 0.06992681324481964 (0.1505597736686468) | > loss_disc_real_1: 0.18480518460273743 (0.19840021750756673) | > loss_disc_real_2: 0.25674405694007874 (0.22750901324408396) | > loss_disc_real_3: 0.2322067767381668 (0.23166433615343912) | > loss_disc_real_4: 0.1798127144575119 (0.22112337180546351) | > loss_disc_real_5: 0.20860466361045837 (0.23282974000488008) | > loss_0: 2.31642746925354 (2.440609540258135) | > loss_gen: 2.3936994075775146 (2.2994060260908946) | > loss_kl: 3.610034227371216 (3.272451843534197) | > loss_feat: 7.062248229980469 (6.512206009456089) | > loss_mel: 17.15099334716797 (17.32775919778006) | > loss_duration: 2.3620810508728027 (2.3745730945042203) | > loss_1: 32.57905578613281 (31.786395617893763)  --> STEP: 15 | > loss_disc: 2.5140230655670166 (2.4455037752787274) | > loss_disc_real_0: 0.1949613392353058 (0.15351987803975742) | > loss_disc_real_1: 0.2570926547050476 (0.20231304665406544) | > loss_disc_real_2: 0.20944619178771973 (0.226304825146993) | > loss_disc_real_3: 0.18560436367988586 (0.2285936713218689) | > loss_disc_real_4: 0.18706947565078735 (0.21885311206181843) | > loss_disc_real_5: 0.2738681137561798 (0.23556563158830007) | > loss_0: 2.5140230655670166 (2.4455037752787274) | > loss_gen: 2.1863975524902344 (2.2918721278508505) | > loss_kl: 3.4896998405456543 (3.286935043334961) | > loss_feat: 7.699249744415283 (6.591342258453369) | > loss_mel: 16.870824813842773 (17.297296905517573) | > loss_duration: 2.398916244506836 (2.3761959711710614) | > loss_1: 32.64508819580078 (31.843641789754233)  --> STEP: 16 | > loss_disc: 2.5244505405426025 (2.4504379481077194) | > loss_disc_real_0: 0.1651124358177185 (0.15424441290087998) | > loss_disc_real_1: 0.28410804271698 (0.2074252339079976) | > loss_disc_real_2: 0.31937989592552185 (0.23212201707065105) | > loss_disc_real_3: 0.19579999148845673 (0.22654406633228064) | > loss_disc_real_4: 0.15155750513076782 (0.21464713662862778) | > loss_disc_real_5: 0.2399020791053772 (0.2358366595581174) | > loss_0: 2.5244505405426025 (2.4504379481077194) | > loss_gen: 2.2141551971435547 (2.2870148196816444) | > loss_kl: 2.684256076812744 (3.2492676079273224) | > loss_feat: 6.647244453430176 (6.5948361456394196) | > loss_mel: 16.316911697387695 (17.236022830009457) | > loss_duration: 2.400712728500366 (2.3777282685041428) | > loss_1: 30.263280868530273 (31.744869232177734)  --> STEP: 17 | > loss_disc: 2.485830783843994 (2.452519879621618) | > loss_disc_real_0: 0.2096266746520996 (0.1575021930038929) | > loss_disc_real_1: 0.17967604100704193 (0.20579292844323552) | > loss_disc_real_2: 0.26492953300476074 (0.2340518709491281) | > loss_disc_real_3: 0.2260320484638214 (0.226513947634136) | > loss_disc_real_4: 0.23674803972244263 (0.21594718975179336) | > loss_disc_real_5: 0.2651717960834503 (0.23756225582431345) | > loss_0: 2.485830783843994 (2.452519879621618) | > loss_gen: 2.3021230697631836 (2.287903540274676) | > loss_kl: 2.8533496856689453 (3.2259783183827118) | > loss_feat: 6.631558418273926 (6.596996279323802) | > loss_mel: 17.15411949157715 (17.231204986572262) | > loss_duration: 2.4893453121185303 (2.3842939769520477) | > loss_1: 31.430496215820312 (31.72637670180377)  --> STEP: 18 | > loss_disc: 2.450939893722534 (2.4524321026272244) | > loss_disc_real_0: 0.12464509159326553 (0.15567679848108026) | > loss_disc_real_1: 0.23346085846424103 (0.2073300356666247) | > loss_disc_real_2: 0.2937312126159668 (0.23736738993061912) | > loss_disc_real_3: 0.2485959678888321 (0.22774072653717464) | > loss_disc_real_4: 0.215966135263443 (0.21594824228021833) | > loss_disc_real_5: 0.22909832000732422 (0.23709203716781405) | > loss_0: 2.450939893722534 (2.4524321026272244) | > loss_gen: 2.331315279006958 (2.2903153035375805) | > loss_kl: 2.957871198654175 (3.2110834783977933) | > loss_feat: 7.422849178314209 (6.6428769959343805) | > loss_mel: 17.947311401367188 (17.270988676283093) | > loss_duration: 2.2768375873565674 (2.378324177530077) | > loss_1: 32.93618392944336 (31.793588214450413)  --> STEP: 19 | > loss_disc: 2.7132041454315186 (2.466156946985345) | > loss_disc_real_0: 0.20298388600349426 (0.15816664519278625) | > loss_disc_real_1: 0.21086235344409943 (0.20751594712859706) | > loss_disc_real_2: 0.277728408575058 (0.23949165406980014) | > loss_disc_real_3: 0.2809082269668579 (0.23053901603347376) | > loss_disc_real_4: 0.25619587302207947 (0.21806653863505313) | > loss_disc_real_5: 0.23547397553920746 (0.23700687602946632) | > loss_0: 2.7132041454315186 (2.466156946985345) | > loss_gen: 1.9688626527786255 (2.27339674297132) | > loss_kl: 2.6369388103485107 (3.1808653379741467) | > loss_feat: 3.9581634998321533 (6.50157628561321) | > loss_mel: 15.199394226074219 (17.161957389429993) | > loss_duration: 2.3261826038360596 (2.37557988417776) | > loss_1: 26.089542388916016 (31.49337527626439)  --> STEP: 20 | > loss_disc: 2.401273727416992 (2.4629127860069273) | > loss_disc_real_0: 0.11948998272418976 (0.1562328120693564) | > loss_disc_real_1: 0.15439915657043457 (0.20486010760068893) | > loss_disc_real_2: 0.21346697211265564 (0.2381904199719429) | > loss_disc_real_3: 0.21293966472148895 (0.22965904846787452) | > loss_disc_real_4: 0.18312890827655792 (0.21631965711712836) | > loss_disc_real_5: 0.2370530068874359 (0.2370091825723648) | > loss_0: 2.401273727416992 (2.4629127860069273) | > loss_gen: 2.1205625534057617 (2.265755033493042) | > loss_kl: 1.8259105682373047 (3.1131175994873046) | > loss_feat: 6.761025428771973 (6.514548742771149) | > loss_mel: 19.912168502807617 (17.299467945098876) | > loss_duration: 2.334099292755127 (2.3735058546066283) | > loss_1: 32.953765869140625 (31.566394805908203)  --> STEP: 21 | > loss_disc: 2.7308712005615234 (2.475672710509527) | > loss_disc_real_0: 0.1828998476266861 (0.15750267090541972) | > loss_disc_real_1: 0.2568441331386566 (0.2073355373882112) | > loss_disc_real_2: 0.3085596263408661 (0.24154133456093924) | > loss_disc_real_3: 0.2749277949333191 (0.23181470306146712) | > loss_disc_real_4: 0.25507068634033203 (0.2181649442229952) | > loss_disc_real_5: 0.2976706624031067 (0.2398978244690668) | > loss_0: 2.7308712005615234 (2.475672710509527) | > loss_gen: 2.346996545791626 (2.2696236769358316) | > loss_kl: 2.4471449851989746 (3.081404617854527) | > loss_feat: 5.72493839263916 (6.4769482499077204) | > loss_mel: 14.556894302368164 (17.168869200206938) | > loss_duration: 2.1848225593566895 (2.364520935785203) | > loss_1: 27.26079559326172 (31.361366271972656)  --> STEP: 22 | > loss_disc: 2.4684343338012695 (2.4753436933864243) | > loss_disc_real_0: 0.11816442012786865 (0.15571456859734922) | > loss_disc_real_1: 0.2436179518699646 (0.20898473804647272) | > loss_disc_real_2: 0.21965700387954712 (0.2405465922572396) | > loss_disc_real_3: 0.19524222612380981 (0.23015231774611908) | > loss_disc_real_4: 0.25662311911582947 (0.2199130430817604) | > loss_disc_real_5: 0.315494179725647 (0.243334022435275) | > loss_0: 2.4684343338012695 (2.4753436933864243) | > loss_gen: 2.412954330444336 (2.2761387066407637) | > loss_kl: 2.778122901916504 (3.0676190853118896) | > loss_feat: 7.919431209564209 (6.5425156571648335) | > loss_mel: 18.41775131225586 (17.225636568936434) | > loss_duration: 2.183166027069092 (2.3562775308435615) | > loss_1: 33.71142578125 (31.46818715875799)  --> STEP: 23 | > loss_disc: 2.5098531246185303 (2.476844103439994) | > loss_disc_real_0: 0.15581639111042023 (0.1557189956631349) | > loss_disc_real_1: 0.18137332797050476 (0.20778424195621326) | > loss_disc_real_2: 0.2392486035823822 (0.2404901579670284) | > loss_disc_real_3: 0.24849994480609894 (0.23095004066177036) | > loss_disc_real_4: 0.22280649840831757 (0.22003884548726288) | > loss_disc_real_5: 0.23983663320541382 (0.24318196203397668) | > loss_0: 2.5098531246185303 (2.476844103439994) | > loss_gen: 2.075546979904175 (2.2674173272174336) | > loss_kl: 2.8349595069885254 (3.057503451471743) | > loss_feat: 5.194640636444092 (6.483912395394367) | > loss_mel: 15.500024795532227 (17.150609970092773) | > loss_duration: 2.2725467681884766 (2.352637062902036) | > loss_1: 27.877717971801758 (31.31207980280337)  --> STEP: 24 | > loss_disc: 2.3517074584960938 (2.471630076567332) | > loss_disc_real_0: 0.1661195605993271 (0.15615235253547624) | > loss_disc_real_1: 0.1768396496772766 (0.2064948839445909) | > loss_disc_real_2: 0.23592916131019592 (0.2403001164396604) | > loss_disc_real_3: 0.19489198923110962 (0.2294476218521595) | > loss_disc_real_4: 0.22435542941093445 (0.2202187031507492) | > loss_disc_real_5: 0.21901552379131317 (0.24217502710719904) | > loss_0: 2.3517074584960938 (2.471630076567332) | > loss_gen: 2.270275115966797 (2.2675364017486572) | > loss_kl: 2.6206612586975098 (3.0393016934394836) | > loss_feat: 5.904956817626953 (6.4597892463207245) | > loss_mel: 17.413558959960938 (17.161566178003948) | > loss_duration: 2.37886643409729 (2.353729953368505) | > loss_1: 30.58831787109375 (31.281923055648804)  --> STEP: 25 | > loss_disc: 2.4748613834381104 (2.471759328842163) | > loss_disc_real_0: 0.1852579265832901 (0.1573165754973888) | > loss_disc_real_1: 0.2928227484226227 (0.20994799852371215) | > loss_disc_real_2: 0.21605481207370758 (0.23933030426502228) | > loss_disc_real_3: 0.23502692580223083 (0.22967079401016235) | > loss_disc_real_4: 0.19941599667072296 (0.21938659489154816) | > loss_disc_real_5: 0.2645987570285797 (0.24307197630405425) | > loss_0: 2.4748613834381104 (2.471759328842163) | > loss_gen: 2.399977684020996 (2.272834053039551) | > loss_kl: 3.786280870437622 (3.0691808605194093) | > loss_feat: 8.113677024841309 (6.525944757461548) | > loss_mel: 15.706483840942383 (17.103362884521484) | > loss_duration: 2.3901357650756836 (2.355186185836792) | > loss_1: 32.39655685424805 (31.326508407592772)  --> STEP: 26 | > loss_disc: 2.3339016437530518 (2.46645711018489) | > loss_disc_real_0: 0.36364802718162537 (0.16525240056216714) | > loss_disc_real_1: 0.1079038754105568 (0.20602322455782157) | > loss_disc_real_2: 0.18858188390731812 (0.2373784419435721) | > loss_disc_real_3: 0.20061025023460388 (0.2285530807880255) | > loss_disc_real_4: 0.14080922305583954 (0.21636438828248244) | > loss_disc_real_5: 0.18027114868164062 (0.24065655985703835) | > loss_0: 2.3339016437530518 (2.46645711018489) | > loss_gen: 2.3562681674957275 (2.276043057441712) | > loss_kl: 2.171886444091797 (3.0346695368106547) | > loss_feat: 10.894316673278809 (6.693959061916058) | > loss_mel: 20.371450424194336 (17.229058559124287) | > loss_duration: 2.3030924797058105 (2.3531825817548313) | > loss_1: 38.097015380859375 (31.58691252194918) --> EVAL PERFORMANCE | > avg_loader_time: 0.002283132993257963 (-7.52669114332926e-05) | > avg_loss_disc: 2.46645711018489 (-0.0460699246479912) | > avg_loss_disc_real_0: 0.16525240056216714 (+0.01580121153249192) | > avg_loss_disc_real_1: 0.20602322455782157 (+0.013059349873891235) | > avg_loss_disc_real_2: 0.2373784419435721 (-0.017007208787477968) | > avg_loss_disc_real_3: 0.2285530807880255 (-0.016103535890579224) | > avg_loss_disc_real_4: 0.21636438828248244 (-0.04041086022670454) | > avg_loss_disc_real_5: 0.24065655985703835 (-0.028453977635273547) | > avg_loss_0: 2.46645711018489 (-0.0460699246479912) | > avg_loss_gen: 2.276043057441712 (-0.033474802970885786) | > avg_loss_kl: 3.0346695368106547 (+0.003614911666283138) | > avg_loss_feat: 6.693959061916058 (+0.3052440973428574) | > avg_loss_mel: 17.229058559124287 (+0.5238168056194645) | > avg_loss_duration: 2.3531825817548313 (-0.021233815413255197) | > avg_loss_1: 31.58691252194918 (+0.7779669394859887)  > EPOCH: 949/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:20:39)   --> TIME: 2024-06-12 09:20:42 -- STEP: 4/330 -- GLOBAL_STEP: 401175 | > loss_disc: 2.2778587341308594 (2.2631912231445312) | > loss_disc_real_0: 0.0821092426776886 (0.09881635010242462) | > loss_disc_real_1: 0.20345786213874817 (0.1993483118712902) | > loss_disc_real_2: 0.18596594035625458 (0.19190705567598343) | > loss_disc_real_3: 0.2412181794643402 (0.2188125029206276) | > loss_disc_real_4: 0.2122843861579895 (0.1928173527121544) | > loss_disc_real_5: 0.24251149594783783 (0.21562065556645393) | > loss_0: 2.2778587341308594 (2.2631912231445312) | > grad_norm_0: tensor(10.7137, device='cuda:0') (tensor(7.6777, device='cuda:0')) | > loss_gen: 2.5053157806396484 (2.5289767384529114) | > loss_kl: 2.020646810531616 (2.0408875644207) | > loss_feat: 6.471139430999756 (7.1933876276016235) | > loss_mel: 17.769798278808594 (17.884408950805664) | > loss_duration: 2.105053663253784 (2.113459050655365) | > loss_1: 30.8719539642334 (31.761120319366455) | > grad_norm_1: tensor(84.7455, device='cuda:0') (tensor(63.3455, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.3508 (0.385232150554657) | > loader_time: 0.0031 (0.0033233165740966797)  --> TIME: 2024-06-12 09:20:51 -- STEP: 29/330 -- GLOBAL_STEP: 401200 | > loss_disc: 2.232532262802124 (2.2881207712765397) | > loss_disc_real_0: 0.08958910405635834 (0.10038953223105135) | > loss_disc_real_1: 0.16868817806243896 (0.19027125681268758) | > loss_disc_real_2: 0.16536583006381989 (0.20523023451196737) | > loss_disc_real_3: 0.2235272079706192 (0.22628767171810413) | > loss_disc_real_4: 0.18842348456382751 (0.22237711219952025) | > loss_disc_real_5: 0.18585503101348877 (0.22010718851253905) | > loss_0: 2.232532262802124 (2.2881207712765397) | > grad_norm_0: tensor(4.5608, device='cuda:0') (tensor(7.4560, device='cuda:0')) | > loss_gen: 2.5672237873077393 (2.504811903526044) | > loss_kl: 1.9568780660629272 (1.947984214486747) | > loss_feat: 7.454106330871582 (7.0337636388581375) | > loss_mel: 17.501070022583008 (17.217969368244045) | > loss_duration: 1.9799838066101074 (1.9914148675984356) | > loss_1: 31.45926284790039 (30.69594409548003) | > grad_norm_1: tensor(74.2269, device='cuda:0') (tensor(85.1306, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.3617 (0.3604599771828487) | > loader_time: 0.0037 (0.0032716455130741514)  --> TIME: 2024-06-12 09:21:00 -- STEP: 54/330 -- GLOBAL_STEP: 401225 | > loss_disc: 2.239254951477051 (2.299873135707996) | > loss_disc_real_0: 0.09636539220809937 (0.10004118236678618) | > loss_disc_real_1: 0.1883542686700821 (0.19252215049884938) | > loss_disc_real_2: 0.20171856880187988 (0.20636094471922628) | > loss_disc_real_3: 0.23803932964801788 (0.22699309637149176) | > loss_disc_real_4: 0.2027684450149536 (0.22589989641198405) | > loss_disc_real_5: 0.18589241802692413 (0.21936344493318488) | > loss_0: 2.239254951477051 (2.299873135707996) | > grad_norm_0: tensor(5.6654, device='cuda:0') (tensor(7.6963, device='cuda:0')) | > loss_gen: 2.525424003601074 (2.5154646016933304) | > loss_kl: 1.9891895055770874 (1.948574059539371) | > loss_feat: 7.889904499053955 (7.053697948102598) | > loss_mel: 18.278478622436523 (17.159872443587695) | > loss_duration: 1.9592288732528687 (1.975584442968722) | > loss_1: 32.64222717285156 (30.65319357977973) | > grad_norm_1: tensor(62.2157, device='cuda:0') (tensor(85.9166, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.392 (0.36363874982904504) | > loader_time: 0.0035 (0.0033593663462886105)  --> TIME: 2024-06-12 09:21:10 -- STEP: 79/330 -- GLOBAL_STEP: 401250 | > loss_disc: 2.2362308502197266 (2.317034371291534) | > loss_disc_real_0: 0.10497014969587326 (0.1028560744244841) | > loss_disc_real_1: 0.17263737320899963 (0.19436375136616862) | > loss_disc_real_2: 0.2510894536972046 (0.20906994331486617) | > loss_disc_real_3: 0.2183133214712143 (0.2269481590277032) | > loss_disc_real_4: 0.2117174118757248 (0.2285856542330754) | > loss_disc_real_5: 0.19094140827655792 (0.22030299128610878) | > loss_0: 2.2362308502197266 (2.317034371291534) | > grad_norm_0: tensor(10.9762, device='cuda:0') (tensor(8.1459, device='cuda:0')) | > loss_gen: 2.5241074562072754 (2.5012770513944997) | > loss_kl: 2.0961222648620605 (1.9543262342863446) | > loss_feat: 7.058681011199951 (7.059741014166724) | > loss_mel: 17.148860931396484 (17.18083468569985) | > loss_duration: 1.9654474258422852 (1.9714560327650625) | > loss_1: 30.79322052001953 (30.66763503642022) | > grad_norm_1: tensor(204.2262, device='cuda:0') (tensor(93.8692, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.3752 (0.36475392836558673) | > loader_time: 0.0037 (0.003437814833242682)  --> TIME: 2024-06-12 09:21:20 -- STEP: 104/330 -- GLOBAL_STEP: 401275 | > loss_disc: 2.2593233585357666 (2.3238474405728846) | > loss_disc_real_0: 0.07701331377029419 (0.10417822562158108) | > loss_disc_real_1: 0.20094069838523865 (0.19462109271150366) | > loss_disc_real_2: 0.18232950568199158 (0.20906451330162013) | > loss_disc_real_3: 0.20211945474147797 (0.22758052182885316) | > loss_disc_real_4: 0.24357526004314423 (0.22975082552203765) | > loss_disc_real_5: 0.24202193319797516 (0.22052625810297635) | > loss_0: 2.2593233585357666 (2.3238474405728846) | > grad_norm_0: tensor(13.0380, device='cuda:0') (tensor(8.7373, device='cuda:0')) | > loss_gen: 2.5811731815338135 (2.4979871878257165) | > loss_kl: 2.2164509296417236 (1.978255332662509) | > loss_feat: 7.126269340515137 (7.040851120765392) | > loss_mel: 17.53373908996582 (17.166574643208428) | > loss_duration: 2.02166485786438 (1.974745505131208) | > loss_1: 31.479297637939453 (30.658413868684036) | > grad_norm_1: tensor(264.7098, device='cuda:0') (tensor(107.2278, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.3911 (0.36934780616026663) | > loader_time: 0.0048 (0.003622823036634005)  --> TIME: 2024-06-12 09:21:30 -- STEP: 129/330 -- GLOBAL_STEP: 401300 | > loss_disc: 2.3979697227478027 (2.3302138886710466) | > loss_disc_real_0: 0.11809439957141876 (0.10575005319691444) | > loss_disc_real_1: 0.188082754611969 (0.19442399400611254) | > loss_disc_real_2: 0.224117249250412 (0.21006056608617768) | > loss_disc_real_3: 0.2628612518310547 (0.22789294532565182) | > loss_disc_real_4: 0.25834524631500244 (0.23025200729684311) | > loss_disc_real_5: 0.23845456540584564 (0.22053288524002992) | > loss_0: 2.3979697227478027 (2.3302138886710466) | > grad_norm_0: tensor(7.8529, device='cuda:0') (tensor(9.3258, device='cuda:0')) | > loss_gen: 2.519707202911377 (2.4973340034484863) | > loss_kl: 2.0846545696258545 (1.9921252089877461) | > loss_feat: 6.100689888000488 (7.025231542513352) | > loss_mel: 17.198503494262695 (17.164141337076828) | > loss_duration: 1.9762778282165527 (1.9790074668189352) | > loss_1: 29.879833221435547 (30.65783972333568) | > grad_norm_1: tensor(55.5252, device='cuda:0') (tensor(121.9482, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.4044 (0.37337704037511077) | > loader_time: 0.0043 (0.0037724842396817467)  --> TIME: 2024-06-12 09:21:40 -- STEP: 154/330 -- GLOBAL_STEP: 401325 | > loss_disc: 2.3178696632385254 (2.337245159334951) | > loss_disc_real_0: 0.1114535853266716 (0.10793935047922196) | > loss_disc_real_1: 0.21613076329231262 (0.1942681963374088) | > loss_disc_real_2: 0.2279769331216812 (0.21129785332973905) | > loss_disc_real_3: 0.2132565826177597 (0.22783669674551332) | > loss_disc_real_4: 0.22441132366657257 (0.23099210751908167) | > loss_disc_real_5: 0.2308133840560913 (0.22126168748001) | > loss_0: 2.3178696632385254 (2.337245159334951) | > grad_norm_0: tensor(10.1629, device='cuda:0') (tensor(9.4166, device='cuda:0')) | > loss_gen: 2.382272958755493 (2.487727354099224) | > loss_kl: 2.0809288024902344 (1.9998689742831441) | > loss_feat: 6.995328426361084 (6.999351532428296) | > loss_mel: 17.073772430419922 (17.155166081019814) | > loss_duration: 1.9893467426300049 (1.9835005851535055) | > loss_1: 30.521650314331055 (30.625614711216517) | > grad_norm_1: tensor(95.7260, device='cuda:0') (tensor(125.0476, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.4029 (0.3767140995372426) | > loader_time: 0.0045 (0.0038977969776500354)  --> TIME: 2024-06-12 09:21:49 -- STEP: 179/330 -- GLOBAL_STEP: 401350 | > loss_disc: 2.3272407054901123 (2.340202530003126) | > loss_disc_real_0: 0.08589548617601395 (0.10909711082554396) | > loss_disc_real_1: 0.16316279768943787 (0.19385649496949578) | > loss_disc_real_2: 0.16804994642734528 (0.21059404579953778) | > loss_disc_real_3: 0.21937409043312073 (0.22816080462666197) | > loss_disc_real_4: 0.210542231798172 (0.2305395007133484) | > loss_disc_real_5: 0.21526969969272614 (0.22162048760073144) | > loss_0: 2.3272407054901123 (2.340202530003126) | > grad_norm_0: tensor(8.5689, device='cuda:0') (tensor(9.9439, device='cuda:0')) | > loss_gen: 2.440025806427002 (2.4830586417427285) | > loss_kl: 2.022301197052002 (2.004104732135154) | > loss_feat: 7.045190334320068 (6.996314006144774) | > loss_mel: 16.757551193237305 (17.112067473001332) | > loss_duration: 2.039426565170288 (1.9907836208130394) | > loss_1: 30.304494857788086 (30.586328644992253) | > grad_norm_1: tensor(115.0548, device='cuda:0') (tensor(131.1009, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.3895 (0.37821897847692404) | > loader_time: 0.0043 (0.003983035433891763)  --> TIME: 2024-06-12 09:22:00 -- STEP: 204/330 -- GLOBAL_STEP: 401375 | > loss_disc: 2.4540653228759766 (2.343820910827784) | > loss_disc_real_0: 0.11264471709728241 (0.11111765676269345) | > loss_disc_real_1: 0.20255506038665771 (0.19407139309481072) | > loss_disc_real_2: 0.23201845586299896 (0.21033283184264223) | > loss_disc_real_3: 0.21736790239810944 (0.22819902397253933) | > loss_disc_real_4: 0.22578534483909607 (0.23125193392237028) | > loss_disc_real_5: 0.19343096017837524 (0.22207028367647938) | > loss_0: 2.4540653228759766 (2.343820910827784) | > grad_norm_0: tensor(11.8667, device='cuda:0') (tensor(10.3874, device='cuda:0')) | > loss_gen: 2.402491331100464 (2.483921700832891) | > loss_kl: 2.127591609954834 (2.0083261751661112) | > loss_feat: 7.252173900604248 (7.009440174289778) | > loss_mel: 16.667842864990234 (17.084595568039845) | > loss_duration: 1.9962109327316284 (1.999220469418694) | > loss_1: 30.446308135986328 (30.58550423266841) | > grad_norm_1: tensor(153.1173, device='cuda:0') (tensor(139.3723, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.4066 (0.38023664670832025) | > loader_time: 0.0051 (0.004084522817649092)  --> TIME: 2024-06-12 09:22:10 -- STEP: 229/330 -- GLOBAL_STEP: 401400 | > loss_disc: 2.3584439754486084 (2.3467513078164837) | > loss_disc_real_0: 0.11808095872402191 (0.11158250077062298) | > loss_disc_real_1: 0.19312267005443573 (0.19452816332531803) | > loss_disc_real_2: 0.2446213662624359 (0.21085012193329994) | > loss_disc_real_3: 0.27107366919517517 (0.22861361314896414) | > loss_disc_real_4: 0.2781375050544739 (0.23177740277161243) | > loss_disc_real_5: 0.2220265418291092 (0.22224734996864368) | > loss_0: 2.3584439754486084 (2.3467513078164837) | > grad_norm_0: tensor(13.5459, device='cuda:0') (tensor(11.6299, device='cuda:0')) | > loss_gen: 2.7171730995178223 (2.4868165093217875) | > loss_kl: 2.1639182567596436 (2.0142182850941817) | > loss_feat: 7.1430463790893555 (7.002388256606056) | > loss_mel: 16.719478607177734 (17.050905186015957) | > loss_duration: 2.1096560955047607 (2.00867720878801) | > loss_1: 30.853271484375 (30.563005580652227) | > grad_norm_1: tensor(336.2072, device='cuda:0') (tensor(157.0803, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.4108 (0.3830768239550196) | > loader_time: 0.0056 (0.004210763623100177)  --> TIME: 2024-06-12 09:22:21 -- STEP: 254/330 -- GLOBAL_STEP: 401425 | > loss_disc: 2.3521335124969482 (2.349156767364561) | > loss_disc_real_0: 0.11420835554599762 (0.11300480755882) | > loss_disc_real_1: 0.21087729930877686 (0.19501182495609037) | > loss_disc_real_2: 0.2048443704843521 (0.21112653959219851) | > loss_disc_real_3: 0.23198439180850983 (0.2286285622500059) | > loss_disc_real_4: 0.22443701326847076 (0.23134106978422075) | > loss_disc_real_5: 0.22934933006763458 (0.22136167876833068) | > loss_0: 2.3521335124969482 (2.349156767364561) | > grad_norm_0: tensor(8.6224, device='cuda:0') (tensor(13.1975, device='cuda:0')) | > loss_gen: 2.5004804134368896 (2.4906311983198632) | > loss_kl: 1.878381371498108 (2.0178151731416) | > loss_feat: 6.792098522186279 (7.003803454046174) | > loss_mel: 16.272510528564453 (17.01211841463103) | > loss_duration: 2.062936782836914 (2.016815366707448) | > loss_1: 29.506406784057617 (30.54118372699407) | > grad_norm_1: tensor(191.0843, device='cuda:0') (tensor(178.9238, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.4371 (0.38750385581039076) | > loader_time: 0.0063 (0.004372180916192959)  --> TIME: 2024-06-12 09:22:32 -- STEP: 279/330 -- GLOBAL_STEP: 401450 | > loss_disc: 2.3972091674804688 (2.3489417192329203) | > loss_disc_real_0: 0.1548706740140915 (0.11406738834462286) | > loss_disc_real_1: 0.1653958559036255 (0.1949340049511215) | > loss_disc_real_2: 0.19892115890979767 (0.21069214447638474) | > loss_disc_real_3: 0.23396138846874237 (0.22838353704808007) | > loss_disc_real_4: 0.21029286086559296 (0.23129559011869533) | > loss_disc_real_5: 0.2683056890964508 (0.2215174826990319) | > loss_0: 2.3972091674804688 (2.3489417192329203) | > grad_norm_0: tensor(38.7379, device='cuda:0') (tensor(14.5132, device='cuda:0')) | > loss_gen: 2.4912898540496826 (2.4957479601692554) | > loss_kl: 1.9817031621932983 (2.022974488128471) | > loss_feat: 7.0454816818237305 (7.023744437856913) | > loss_mel: 16.612443923950195 (16.965722285718464) | > loss_duration: 2.1273508071899414 (2.026776259945284) | > loss_1: 30.258270263671875 (30.53496552880947) | > grad_norm_1: tensor(409.5811, device='cuda:0') (tensor(200.5994, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.4425 (0.39299200939875784) | > loader_time: 0.0063 (0.004544382881520038)  --> TIME: 2024-06-12 09:22:44 -- STEP: 304/330 -- GLOBAL_STEP: 401475 | > loss_disc: 2.426058053970337 (2.354054272174834) | > loss_disc_real_0: 0.1271398514509201 (0.11516861352873475) | > loss_disc_real_1: 0.18291336297988892 (0.19522769994249467) | > loss_disc_real_2: 0.2110196202993393 (0.2113819007614726) | > loss_disc_real_3: 0.2289373278617859 (0.22893674078544504) | > loss_disc_real_4: 0.2504954934120178 (0.23174546516843533) | > loss_disc_real_5: 0.24095165729522705 (0.22116110444461046) | > loss_0: 2.426058053970337 (2.354054272174834) | > grad_norm_0: tensor(55.2068, device='cuda:0') (tensor(16.1517, device='cuda:0')) | > loss_gen: 2.425708770751953 (2.4953089513276767) | > loss_kl: 2.1359829902648926 (2.026502928843622) | > loss_feat: 7.675116539001465 (7.028995612734242) | > loss_mel: 16.075611114501953 (16.92144994672976) | > loss_duration: 2.189542531967163 (2.038029495822754) | > loss_1: 30.501962661743164 (30.51028701506163) | > grad_norm_1: tensor(752.0275, device='cuda:0') (tensor(221.4323, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 0.485 (0.39923833545885584) | > loader_time: 0.0082 (0.004736769356225663)  --> TIME: 2024-06-12 09:23:13 -- STEP: 329/330 -- GLOBAL_STEP: 401500 | > loss_disc: 2.5419015884399414 (2.364125448157358) | > loss_disc_real_0: 0.20667903125286102 (0.11777261506460358) | > loss_disc_real_1: 0.27673283219337463 (0.1976011591569994) | > loss_disc_real_2: 0.24181188642978668 (0.21157020072263066) | > loss_disc_real_3: 0.22164872288703918 (0.22909774135311323) | > loss_disc_real_4: 0.23134435713291168 (0.23150088830559448) | > loss_disc_real_5: 0.25568854808807373 (0.2211231601999161) | > loss_0: 2.5419015884399414 (2.364125448157358) | > grad_norm_0: tensor(8.5157, device='cuda:0') (tensor(16.7433, device='cuda:0')) | > loss_gen: 2.6062159538269043 (2.4918053787892362) | > loss_kl: 2.1742992401123047 (2.0357563097063864) | > loss_feat: 8.92220687866211 (7.127695144490993) | > loss_mel: 17.487112045288086 (16.919574824510008) | > loss_duration: 2.2904043197631836 (2.0530094324998913) | > loss_1: 33.48023986816406 (30.627841184204474) | > grad_norm_1: tensor(106.9234, device='cuda:0') (tensor(231.3521, device='cuda:0')) | > current_lr_0: 0.0001776268411726583 | > current_lr_1: 0.0001776268411726583 | > step_time: 14.7601 (0.4554821633278054) | > loader_time: 0.0353 (0.00522726719864958) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_401500.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4330332279205322 (2.4330332279205322) | > loss_disc_real_0: 0.12493517249822617 (0.12493517249822617) | > loss_disc_real_1: 0.2696576416492462 (0.2696576416492462) | > loss_disc_real_2: 0.34410759806632996 (0.34410759806632996) | > loss_disc_real_3: 0.2681839168071747 (0.2681839168071747) | > loss_disc_real_4: 0.27119022607803345 (0.27119022607803345) | > loss_disc_real_5: 0.21969032287597656 (0.21969032287597656) | > loss_0: 2.4330332279205322 (2.4330332279205322) | > loss_gen: 2.9338338375091553 (2.9338338375091553) | > loss_kl: 2.0423424243927 (2.0423424243927) | > loss_feat: 7.411962509155273 (7.411962509155273) | > loss_mel: 18.13971519470215 (18.13971519470215) | > loss_duration: 2.9979846477508545 (2.9979846477508545) | > loss_1: 33.525840759277344 (33.525840759277344)  --> STEP: 1 | > loss_disc: 1.9321280717849731 (1.9321280717849731) | > loss_disc_real_0: 0.09090803563594818 (0.09090803563594818) | > loss_disc_real_1: 0.173689067363739 (0.173689067363739) | > loss_disc_real_2: 0.22009536623954773 (0.22009536623954773) | > loss_disc_real_3: 0.21804574131965637 (0.21804574131965637) | > loss_disc_real_4: 0.19567860662937164 (0.19567860662937164) | > loss_disc_real_5: 0.1708686798810959 (0.1708686798810959) | > loss_0: 1.9321280717849731 (1.9321280717849731) | > loss_gen: 3.0799949169158936 (3.0799949169158936) | > loss_kl: 2.4474635124206543 (2.4474635124206543) | > loss_feat: 7.647642135620117 (7.647642135620117) | > loss_mel: 17.77092742919922 (17.77092742919922) | > loss_duration: 2.5590145587921143 (2.5590145587921143) | > loss_1: 33.505043029785156 (33.505043029785156)  --> STEP: 2 | > loss_disc: 2.308603048324585 (2.120365560054779) | > loss_disc_real_0: 0.09801524877548218 (0.09446164220571518) | > loss_disc_real_1: 0.19394057989120483 (0.18381482362747192) | > loss_disc_real_2: 0.29525160789489746 (0.2576734870672226) | > loss_disc_real_3: 0.27417877316474915 (0.24611225724220276) | > loss_disc_real_4: 0.2756565511226654 (0.23566757887601852) | > loss_disc_real_5: 0.1996222585439682 (0.18524546921253204) | > loss_0: 2.308603048324585 (2.120365560054779) | > loss_gen: 2.6461222171783447 (2.863058567047119) | > loss_kl: 2.423347234725952 (2.4354053735733032) | > loss_feat: 5.261897087097168 (6.454769611358643) | > loss_mel: 17.477624893188477 (17.624276161193848) | > loss_duration: 2.5387330055236816 (2.548873782157898) | > loss_1: 30.34772300720215 (31.926383018493652)  --> STEP: 3 | > loss_disc: 2.494462251663208 (2.245064457257589) | > loss_disc_real_0: 0.18815308809280396 (0.1256921241680781) | > loss_disc_real_1: 0.2335570901632309 (0.20039557913939157) | > loss_disc_real_2: 0.36501920223236084 (0.2934553921222687) | > loss_disc_real_3: 0.29412591457366943 (0.26211680968602497) | > loss_disc_real_4: 0.2876671254634857 (0.25300076107184094) | > loss_disc_real_5: 0.2225429117679596 (0.19767795006434122) | > loss_0: 2.494462251663208 (2.245064457257589) | > loss_gen: 2.61014723777771 (2.778754790623983) | > loss_kl: 3.877276659011841 (2.916029135386149) | > loss_feat: 5.36857271194458 (6.092703978220622) | > loss_mel: 18.41690444946289 (17.888485590616863) | > loss_duration: 2.4677236080169678 (2.5218237241109214) | > loss_1: 32.740623474121094 (32.1977965037028)  --> STEP: 4 | > loss_disc: 2.439272880554199 (2.2936165630817413) | > loss_disc_real_0: 0.16406820714473724 (0.1352861449122429) | > loss_disc_real_1: 0.30643489956855774 (0.22690540924668312) | > loss_disc_real_2: 0.26789164543151855 (0.28706445544958115) | > loss_disc_real_3: 0.3055698275566101 (0.27298006415367126) | > loss_disc_real_4: 0.2782485783100128 (0.2593127153813839) | > loss_disc_real_5: 0.24165117740631104 (0.20867125689983368) | > loss_0: 2.439272880554199 (2.2936165630817413) | > loss_gen: 2.699181318283081 (2.7588614225387573) | > loss_kl: 4.251121997833252 (3.249802350997925) | > loss_feat: 5.60098934173584 (5.969775319099426) | > loss_mel: 17.228132247924805 (17.723397254943848) | > loss_duration: 2.4063236713409424 (2.4929487109184265) | > loss_1: 32.18574905395508 (32.19478464126587)  --> STEP: 5 | > loss_disc: 2.294726848602295 (2.293838620185852) | > loss_disc_real_0: 0.15967898070812225 (0.14016471207141876) | > loss_disc_real_1: 0.17520110309123993 (0.2165645480155945) | > loss_disc_real_2: 0.23862072825431824 (0.2773757100105286) | > loss_disc_real_3: 0.2534639239311218 (0.2690768361091614) | > loss_disc_real_4: 0.2585086226463318 (0.25915189683437345) | > loss_disc_real_5: 0.23741595447063446 (0.21442019641399385) | > loss_0: 2.294726848602295 (2.293838620185852) | > loss_gen: 2.56255841255188 (2.7196008205413817) | > loss_kl: 3.2041988372802734 (3.2406816482543945) | > loss_feat: 5.176393985748291 (5.811099052429199) | > loss_mel: 19.276277542114258 (18.03397331237793) | > loss_duration: 2.339715003967285 (2.4623019695281982) | > loss_1: 32.55914306640625 (32.267656326293945)  --> STEP: 6 | > loss_disc: 2.29162335395813 (2.293469409147898) | > loss_disc_real_0: 0.09708195924758911 (0.13298425326744714) | > loss_disc_real_1: 0.1839538961648941 (0.2111294393738111) | > loss_disc_real_2: 0.2721412479877472 (0.2765032996733983) | > loss_disc_real_3: 0.23358097672462463 (0.2631608595450719) | > loss_disc_real_4: 0.2228449583053589 (0.25310074041287106) | > loss_disc_real_5: 0.1935945302248001 (0.2109492520491282) | > loss_0: 2.29162335395813 (2.293469409147898) | > loss_gen: 2.4074788093566895 (2.667580485343933) | > loss_kl: 2.604215383529663 (3.1346039374669394) | > loss_feat: 5.395623207092285 (5.74185307820638) | > loss_mel: 17.520549774169922 (17.948402722676594) | > loss_duration: 2.2225747108459473 (2.4223474264144897) | > loss_1: 30.150442123413086 (31.91478729248047)  --> STEP: 7 | > loss_disc: 2.407747507095337 (2.309794851711818) | > loss_disc_real_0: 0.08856700360774994 (0.1266389318874904) | > loss_disc_real_1: 0.20269843935966492 (0.20992501080036163) | > loss_disc_real_2: 0.3243139088153839 (0.28333338669368197) | > loss_disc_real_3: 0.300211638212204 (0.2684538279260908) | > loss_disc_real_4: 0.27692678570747375 (0.25650446116924286) | > loss_disc_real_5: 0.2376859039068222 (0.2147687737430845) | > loss_0: 2.407747507095337 (2.309794851711818) | > loss_gen: 2.5855624675750732 (2.6558636256626675) | > loss_kl: 4.197731018066406 (3.2864792346954346) | > loss_feat: 5.502960205078125 (5.707725524902344) | > loss_mel: 17.378999710083008 (17.867059435163224) | > loss_duration: 2.5237879753112793 (2.4368389333997453) | > loss_1: 32.18904113769531 (31.953966413225448)  --> STEP: 8 | > loss_disc: 2.2607288360595703 (2.303661599755287) | > loss_disc_real_0: 0.12269158661365509 (0.126145513728261) | > loss_disc_real_1: 0.24215511977672577 (0.21395377442240715) | > loss_disc_real_2: 0.2098911553621292 (0.2741531077772379) | > loss_disc_real_3: 0.2552931308746338 (0.26680874079465866) | > loss_disc_real_4: 0.24574805796146393 (0.2551599107682705) | > loss_disc_real_5: 0.23273546993732452 (0.2170146107673645) | > loss_0: 2.2607288360595703 (2.303661599755287) | > loss_gen: 2.659080982208252 (2.6562657952308655) | > loss_kl: 2.5591676235198975 (3.1955652832984924) | > loss_feat: 7.415241241455078 (5.9211649894714355) | > loss_mel: 16.429309844970703 (17.68734073638916) | > loss_duration: 2.3516387939453125 (2.4261889159679413) | > loss_1: 31.414438247680664 (31.88652539253235)  --> STEP: 9 | > loss_disc: 2.523003101348877 (2.3280328777101307) | > loss_disc_real_0: 0.2881113290786743 (0.14414171543386248) | > loss_disc_real_1: 0.22164461016654968 (0.21480831172731188) | > loss_disc_real_2: 0.3575259745121002 (0.283416759636667) | > loss_disc_real_3: 0.31149715185165405 (0.2717741198009915) | > loss_disc_real_4: 0.29124316573143005 (0.25916916131973267) | > loss_disc_real_5: 0.19800294935703278 (0.2149022039439943) | > loss_0: 2.523003101348877 (2.3280328777101307) | > loss_gen: 2.903496742248535 (2.683735900455051) | > loss_kl: 2.720280647277832 (3.142755879296197) | > loss_feat: 7.074400901794434 (6.04930231306288) | > loss_mel: 17.424440383911133 (17.658129586113823) | > loss_duration: 2.2113022804260254 (2.4023126231299505) | > loss_1: 32.33392333984375 (31.936236275566948)  --> STEP: 10 | > loss_disc: 2.397150993347168 (2.334944689273834) | > loss_disc_real_0: 0.21876409649848938 (0.15160395354032516) | > loss_disc_real_1: 0.19433991611003876 (0.21276147216558455) | > loss_disc_real_2: 0.3270980715751648 (0.28778489083051684) | > loss_disc_real_3: 0.25172197818756104 (0.26976890563964845) | > loss_disc_real_4: 0.2255130261182785 (0.25580354779958725) | > loss_disc_real_5: 0.19542622566223145 (0.212954606115818) | > loss_0: 2.397150993347168 (2.334944689273834) | > loss_gen: 3.0827407836914062 (2.7236363887786865) | > loss_kl: 3.006169080734253 (3.1290971994400025) | > loss_feat: 7.521993160247803 (6.196571397781372) | > loss_mel: 17.546829223632812 (17.646999549865722) | > loss_duration: 2.4263362884521484 (2.4047149896621702) | > loss_1: 33.584068298339844 (32.10101947784424)  --> STEP: 11 | > loss_disc: 2.6941604614257812 (2.367600668560375) | > loss_disc_real_0: 0.303579717874527 (0.16541993211616168) | > loss_disc_real_1: 0.19681984186172485 (0.21131223304705185) | > loss_disc_real_2: 0.262095183134079 (0.2854494628581134) | > loss_disc_real_3: 0.23447659611701965 (0.266560513864864) | > loss_disc_real_4: 0.27417638897895813 (0.25747380608862097) | > loss_disc_real_5: 0.25734010338783264 (0.2169896513223648) | > loss_0: 2.6941604614257812 (2.367600668560375) | > loss_gen: 2.2558226585388184 (2.6811078678477895) | > loss_kl: 3.383397102355957 (3.152215372432362) | > loss_feat: 4.275703430175781 (6.021947037089955) | > loss_mel: 16.386062622070312 (17.53236892006614) | > loss_duration: 2.574824333190918 (2.420179475437511) | > loss_1: 28.875808715820312 (31.807818499478426)  --> STEP: 12 | > loss_disc: 2.5876359939575195 (2.3859369456768036) | > loss_disc_real_0: 0.14632102847099304 (0.16382835681239763) | > loss_disc_real_1: 0.27934730052948 (0.21698182200392088) | > loss_disc_real_2: 0.27787649631500244 (0.28481838231285417) | > loss_disc_real_3: 0.24745182693004608 (0.2649681232869625) | > loss_disc_real_4: 0.2742863595485687 (0.2588748522102833) | > loss_disc_real_5: 0.24929922819137573 (0.21968211606144905) | > loss_0: 2.5876359939575195 (2.3859369456768036) | > loss_gen: 2.3768317699432373 (2.6557515263557434) | > loss_kl: 2.495131731033325 (3.0974584023157754) | > loss_feat: 6.599803447723389 (6.070101737976074) | > loss_mel: 17.17258644104004 (17.502387046813965) | > loss_duration: 2.2322192192077637 (2.404516120751699) | > loss_1: 30.876571655273438 (31.730214595794678)  --> STEP: 13 | > loss_disc: 2.449694871902466 (2.390841401540316) | > loss_disc_real_0: 0.13334417343139648 (0.1614834196292437) | > loss_disc_real_1: 0.4119885563850403 (0.23198234003323775) | > loss_disc_real_2: 0.2873663008213043 (0.28501437604427343) | > loss_disc_real_3: 0.25509145855903625 (0.2642083798463528) | > loss_disc_real_4: 0.23653633892536163 (0.2571565050345201) | > loss_disc_real_5: 0.21339105069637299 (0.2191981879564432) | > loss_0: 2.449694871902466 (2.390841401540316) | > loss_gen: 2.900533437728882 (2.674580904153677) | > loss_kl: 2.9550344944000244 (3.086502717091487) | > loss_feat: 8.265504837036133 (6.238978899442232) | > loss_mel: 16.29543685913086 (17.409544724684494) | > loss_duration: 2.2504658699035645 (2.3926661014556885) | > loss_1: 32.66697692871094 (31.802273236788235)  --> STEP: 14 | > loss_disc: 2.6336171627044678 (2.4081825273377553) | > loss_disc_real_0: 0.11235052347183228 (0.15797392704657146) | > loss_disc_real_1: 0.369983434677124 (0.24183956107922963) | > loss_disc_real_2: 0.2750741243362427 (0.2843043580651284) | > loss_disc_real_3: 0.29408949613571167 (0.2663427452955927) | > loss_disc_real_4: 0.2921443283557892 (0.25965563527175356) | > loss_disc_real_5: 0.2261054962873459 (0.21969156712293625) | > loss_0: 2.6336171627044678 (2.4081825273377553) | > loss_gen: 2.527571201324463 (2.6640802110944475) | > loss_kl: 3.639775276184082 (3.1260221855981007) | > loss_feat: 7.1992411613464355 (6.307569061006818) | > loss_mel: 18.755840301513672 (17.505708694458008) | > loss_duration: 2.349560260772705 (2.3895871128354753) | > loss_1: 34.471988677978516 (31.992967196873256)  --> STEP: 15 | > loss_disc: 2.741419553756714 (2.4303983290990194) | > loss_disc_real_0: 0.12916876375675201 (0.15605358282725015) | > loss_disc_real_1: 0.19214914739131927 (0.23852686683336893) | > loss_disc_real_2: 0.3824601471424103 (0.2908480773369472) | > loss_disc_real_3: 0.3321062922477722 (0.27072698175907134) | > loss_disc_real_4: 0.30124276876449585 (0.2624281108379364) | > loss_disc_real_5: 0.2729139029979706 (0.22323972284793853) | > loss_0: 2.741419553756714 (2.4303983290990194) | > loss_gen: 2.286902904510498 (2.6389350573221844) | > loss_kl: 3.3970232009887695 (3.1440889199574786) | > loss_feat: 6.986001014709473 (6.352797857920328) | > loss_mel: 17.710464477539062 (17.519359079996743) | > loss_duration: 2.3986425399780273 (2.3901908079783123) | > loss_1: 32.77903366088867 (32.04537162780762)  --> STEP: 16 | > loss_disc: 2.3938117027282715 (2.4281116649508476) | > loss_disc_real_0: 0.10173964500427246 (0.15265896171331406) | > loss_disc_real_1: 0.2167404145002365 (0.23716521356254816) | > loss_disc_real_2: 0.21537089347839355 (0.2861307533457876) | > loss_disc_real_3: 0.29691073298454285 (0.2723634662106633) | > loss_disc_real_4: 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2.6368863582611084 (2.6347467618830063) | > loss_kl: 2.7723824977874756 (3.109144449234009) | > loss_feat: 5.501266002655029 (6.344634504879222) | > loss_mel: 17.01917839050293 (17.44669745950138) | > loss_duration: 2.4773669242858887 (2.3976034697364357) | > loss_1: 30.407081604003906 (31.932826547061694)  --> STEP: 18 | > loss_disc: 2.671238660812378 (2.448109461201562) | > loss_disc_real_0: 0.20383089780807495 (0.15584784497817358) | > loss_disc_real_1: 0.2315249741077423 (0.2352897044685152) | > loss_disc_real_2: 0.33267635107040405 (0.2883857265114785) | > loss_disc_real_3: 0.26500630378723145 (0.2742872080869145) | > loss_disc_real_4: 0.2503196597099304 (0.26303798456986743) | > loss_disc_real_5: 0.22724400460720062 (0.23224636912345886) | > loss_0: 2.671238660812378 (2.448109461201562) | > loss_gen: 2.441681146621704 (2.6240208943684897) | > loss_kl: 2.926299571990967 (3.0989864004982843) | > loss_feat: 7.385446548461914 (6.402457396189372) | > loss_mel: 17.075931549072266 (17.42609935336643) | > loss_duration: 2.234830141067505 (2.388560507032606) | > loss_1: 32.06418991088867 (31.94012451171875)  --> STEP: 19 | > loss_disc: 2.694301128387451 (2.4610669173692403) | > loss_disc_real_0: 0.19032754004001617 (0.15766256577090212) | > loss_disc_real_1: 0.26394468545913696 (0.23679786136275843) | > loss_disc_real_2: 0.4139982759952545 (0.29499691332641403) | > loss_disc_real_3: 0.3054220676422119 (0.27592588490561437) | > loss_disc_real_4: 0.2960287034511566 (0.26477433819519847) | > loss_disc_real_5: 0.24929994344711304 (0.23314392566680908) | > loss_0: 2.694301128387451 (2.4610669173692403) | > loss_gen: 2.7135820388793945 (2.628734638816432) | > loss_kl: 2.6452763080596924 (3.0751069219488847) | > loss_feat: 5.940155982971191 (6.378125742862099) | > loss_mel: 16.59248161315918 (17.382224735460785) | > loss_duration: 2.387226104736328 (2.3884902753328023) | > loss_1: 30.27872085571289 (31.852682214034232)  --> STEP: 20 | > loss_disc: 2.4140501022338867 (2.4587160766124727) | > loss_disc_real_0: 0.1685912162065506 (0.15820899829268456) | > loss_disc_real_1: 0.2559269666671753 (0.23775431662797927) | > loss_disc_real_2: 0.27408427000045776 (0.29395128116011626) | > loss_disc_real_3: 0.2853877544403076 (0.276398978382349) | > loss_disc_real_4: 0.30315539240837097 (0.2666933909058571) | > loss_disc_real_5: 0.2349550724029541 (0.23323448300361632) | > loss_0: 2.4140501022338867 (2.4587160766124727) | > loss_gen: 2.7844252586364746 (2.636519169807434) | > loss_kl: 2.4167683124542236 (3.0421899914741517) | > loss_feat: 8.082269668579102 (6.463332939147949) | > loss_mel: 19.595748901367188 (17.492900943756105) | > loss_duration: 2.3229312896728516 (2.3852123260498046) | > loss_1: 35.20214080810547 (32.020155143737796)  --> STEP: 21 | > loss_disc: 2.506113290786743 (2.460973086811247) | > loss_disc_real_0: 0.1759626418352127 (0.1590544098899478) | > loss_disc_real_1: 0.2102280855178833 (0.2364435437179747) | > loss_disc_real_2: 0.29643431305885315 (0.29406952077434184) | > loss_disc_real_3: 0.3515494465827942 (0.27997757210617974) | > loss_disc_real_4: 0.30101773142814636 (0.2683278833116804) | > loss_disc_real_5: 0.2867864668369293 (0.23578457747186934) | > loss_0: 2.506113290786743 (2.460973086811247) | > loss_gen: 2.7592968940734863 (2.6423657281058177) | > loss_kl: 1.9423645734786987 (2.989817352521987) | > loss_feat: 6.1927361488342285 (6.450447377704439) | > loss_mel: 16.171283721923828 (17.42996679033552) | > loss_duration: 2.1930112838745117 (2.376059895470029) | > loss_1: 29.25869369506836 (31.88865697951544)  --> STEP: 22 | > loss_disc: 2.475743293762207 (2.461644459854473) | > loss_disc_real_0: 0.14013990759849548 (0.15819465978579086) | > loss_disc_real_1: 0.2666298449039459 (0.23781564831733704) | > loss_disc_real_2: 0.3710244297981262 (0.2975674711845139) | > loss_disc_real_3: 0.23598234355449677 (0.27797778899019415) | > loss_disc_real_4: 0.2842543125152588 (0.269051811911843) | > loss_disc_real_5: 0.2903560400009155 (0.2382650984959169) | > loss_0: 2.475743293762207 (2.461644459854473) | > loss_gen: 2.876772880554199 (2.6530205986716533) | > loss_kl: 2.380023241043091 (2.9620994383638557) | > loss_feat: 7.30954122543335 (6.489497098055753) | > loss_mel: 17.457311630249023 (17.431209737604316) | > loss_duration: 2.265517473220825 (2.371035239913247) | > loss_1: 32.28916931152344 (31.9068620855158)  --> STEP: 23 | > loss_disc: 2.476707935333252 (2.4622993935709414) | > loss_disc_real_0: 0.2188422679901123 (0.16083151231641352) | > loss_disc_real_1: 0.19321788847446442 (0.2358766152806904) | > loss_disc_real_2: 0.32432669401168823 (0.29873091565526055) | > loss_disc_real_3: 0.2337324619293213 (0.2760540791179823) | > loss_disc_real_4: 0.26618820428848267 (0.2689273072325665) | > loss_disc_real_5: 0.24797667562961578 (0.23868734097999075) | > loss_0: 2.476707935333252 (2.4622993935709414) | > loss_gen: 2.5491037368774414 (2.648502474245818) | > loss_kl: 2.708883285522461 (2.9510900404142295) | > loss_feat: 5.228829860687256 (6.434685479039731) | > loss_mel: 16.44332504272461 (17.388258229131285) | > loss_duration: 2.288914918899536 (2.3674647911735205) | > loss_1: 29.219057083129883 (31.790000998455547)  --> STEP: 24 | > loss_disc: 2.579397678375244 (2.4671784887711206) | > loss_disc_real_0: 0.10977158695459366 (0.1587040154263377) | > loss_disc_real_1: 0.2879871428012848 (0.23804788726071516) | > loss_disc_real_2: 0.36648300290107727 (0.3015539192905029) | > loss_disc_real_3: 0.25866714119911194 (0.2753296233713627) | > loss_disc_real_4: 0.2783944606781006 (0.2693217719594638) | > loss_disc_real_5: 0.26429903507232666 (0.23975449490050474) | > loss_0: 2.579397678375244 (2.4671784887711206) | > loss_gen: 2.8492319583892822 (2.6568662027517953) | > loss_kl: 2.5740134716033936 (2.935378516713778) | > loss_feat: 6.459849834442139 (6.435733993848165) | > loss_mel: 17.354387283325195 (17.386846939722698) | > loss_duration: 2.4281980991363525 (2.369995345671972) | > loss_1: 31.665679931640625 (31.784820954004925)  --> STEP: 25 | > loss_disc: 2.6236393451690674 (2.4734369230270388) | > loss_disc_real_0: 0.11723688244819641 (0.15704533010721203) | > loss_disc_real_1: 0.26186275482177734 (0.23900048196315765) | > loss_disc_real_2: 0.2450367510318756 (0.29929323256015783) | > loss_disc_real_3: 0.32163381576538086 (0.27718179106712343) | > loss_disc_real_4: 0.2879474461078644 (0.27006679892539975) | > loss_disc_real_5: 0.29379937052726746 (0.24191628992557526) | > loss_0: 2.6236393451690674 (2.4734369230270388) | > loss_gen: 2.3090643882751465 (2.6429541301727295) | > loss_kl: 2.7331366539001465 (2.927288842201233) | > loss_feat: 4.1902923583984375 (6.345916328430175) | > loss_mel: 14.091879844665527 (17.25504825592041) | > loss_duration: 2.414548873901367 (2.3717774868011476) | > loss_1: 25.738922119140625 (31.54298500061035)  --> STEP: 26 | > loss_disc: 2.404965877532959 (2.4708034212772665) | > loss_disc_real_0: 0.07542581111192703 (0.1539061178381626) | > loss_disc_real_1: 0.14592057466506958 (0.2354204855286158) | > loss_disc_real_2: 0.19727805256843567 (0.29536957179124546) | > loss_disc_real_3: 0.36860331892967224 (0.2806980036772214) | > loss_disc_real_4: 0.34646424651145935 (0.27300516229409433) | > loss_disc_real_5: 0.1938149631023407 (0.24006623889391238) | > loss_0: 2.404965877532959 (2.4708034212772665) | > loss_gen: 2.3451216220855713 (2.631499033707839) | > loss_kl: 2.333465099334717 (2.904449467475598) | > loss_feat: 7.229793548583984 (6.379911606128399) | > loss_mel: 21.27145767211914 (17.40952554115882) | > loss_duration: 2.3422956466674805 (2.3706435698729296) | > loss_1: 35.52213668823242 (31.696029296288124) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025818347930908203 (+0.00029870179983285724) | > avg_loss_disc: 2.4708034212772665 (+0.004346311092376709) | > avg_loss_disc_real_0: 0.1539061178381626 (-0.011346282724004536) | > avg_loss_disc_real_1: 0.2354204855286158 (+0.02939726097079423) | > avg_loss_disc_real_2: 0.29536957179124546 (+0.05799112984767335) | > avg_loss_disc_real_3: 0.2806980036772214 (+0.05214492288919592) | > avg_loss_disc_real_4: 0.27300516229409433 (+0.05664077401161188) | > avg_loss_disc_real_5: 0.24006623889391238 (-0.0005903209631259732) | > avg_loss_0: 2.4708034212772665 (+0.004346311092376709) | > avg_loss_gen: 2.631499033707839 (+0.3554559762661271) | > avg_loss_kl: 2.904449467475598 (-0.1302200693350568) | > avg_loss_feat: 6.379911606128399 (-0.3140474557876587) | > avg_loss_mel: 17.40952554115882 (+0.1804669820345346) | > avg_loss_duration: 2.3706435698729296 (+0.017460988118098264) | > avg_loss_1: 31.696029296288124 (+0.1091167743389434)  > EPOCH: 950/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:23:23)   --> TIME: 2024-06-12 09:23:33 -- STEP: 24/330 -- GLOBAL_STEP: 401525 | > loss_disc: 2.440739870071411 (2.3312081893285117) | > loss_disc_real_0: 0.12688298523426056 (0.10472415372108419) | > loss_disc_real_1: 0.19575285911560059 (0.20617947913706303) | > loss_disc_real_2: 0.20944839715957642 (0.20616371432940164) | > loss_disc_real_3: 0.24690377712249756 (0.22699873335659504) | > loss_disc_real_4: 0.23920172452926636 (0.2295633771767219) | > loss_disc_real_5: 0.23392155766487122 (0.22300095483660698) | > loss_0: 2.440739870071411 (2.3312081893285117) | > grad_norm_0: tensor(11.9192, device='cuda:0') (tensor(9.1121, device='cuda:0')) | > loss_gen: 2.4034507274627686 (2.5181386470794678) | > loss_kl: 1.9605276584625244 (1.9263888547817867) | > loss_feat: 7.053290367126465 (7.04611982901891) | > loss_mel: 16.636886596679688 (17.259610811869297) | > loss_duration: 1.918870210647583 (2.0092462698618574) | > loss_1: 29.973024368286133 (30.759504397710163) | > grad_norm_1: tensor(63.0511, device='cuda:0') (tensor(95.6991, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.3616 (0.3693840305010478) | > loader_time: 0.0033 (0.0033025542894999185)  --> TIME: 2024-06-12 09:23:43 -- STEP: 49/330 -- GLOBAL_STEP: 401550 | > loss_disc: 2.278409719467163 (2.3628343805974836) | > loss_disc_real_0: 0.06404881179332733 (0.10739706357826992) | > loss_disc_real_1: 0.18162353336811066 (0.20098055473395757) | > loss_disc_real_2: 0.20820114016532898 (0.21158695829157925) | > loss_disc_real_3: 0.22606401145458221 (0.22841546456424558) | > loss_disc_real_4: 0.20057377219200134 (0.23234165748771357) | > loss_disc_real_5: 0.1871364563703537 (0.22399023692218625) | > loss_0: 2.278409719467163 (2.3628343805974836) | > grad_norm_0: tensor(12.2485, device='cuda:0') (tensor(8.3905, device='cuda:0')) | > loss_gen: 2.5324981212615967 (2.50343404497419) | > loss_kl: 1.9403772354125977 (1.9547175339290075) | > loss_feat: 6.89923095703125 (6.999822567920296) | > loss_mel: 17.45929718017578 (17.247568831151845) | > loss_duration: 1.925042748451233 (1.9789509894896526) | > loss_1: 30.756444931030273 (30.684493940703724) | > grad_norm_1: tensor(190.5031, device='cuda:0') (tensor(85.9919, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.363 (0.3666357118256237) | > loader_time: 0.0035 (0.0034538239848857025)  --> TIME: 2024-06-12 09:23:52 -- STEP: 74/330 -- GLOBAL_STEP: 401575 | > loss_disc: 2.29638671875 (2.375000554162103) | > loss_disc_real_0: 0.06753262877464294 (0.11092683436298692) | > loss_disc_real_1: 0.19135811924934387 (0.19953327545443095) | > loss_disc_real_2: 0.18257027864456177 (0.2118842899799347) | > loss_disc_real_3: 0.21682624518871307 (0.22990272999615283) | > loss_disc_real_4: 0.2284066081047058 (0.2340143681377978) | > loss_disc_real_5: 0.235880047082901 (0.227070297341089) | > loss_0: 2.29638671875 (2.375000554162103) | > grad_norm_0: tensor(9.7453, device='cuda:0') (tensor(8.6516, device='cuda:0')) | > loss_gen: 2.424860954284668 (2.479955914858224) | > loss_kl: 2.064840078353882 (1.9775084079922856) | > loss_feat: 7.461053371429443 (6.950687749965772) | > loss_mel: 17.39386558532715 (17.213242015323125) | > loss_duration: 1.9174292087554932 (1.9696258709237382) | > loss_1: 31.262048721313477 (30.591020042831833) | > grad_norm_1: tensor(96.6347, device='cuda:0') (tensor(89.9029, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.383 (0.36839766760130177) | > loader_time: 0.0038 (0.0035228568154412345)  --> TIME: 2024-06-12 09:24:02 -- STEP: 99/330 -- GLOBAL_STEP: 401600 | > loss_disc: 2.3479549884796143 (2.373612772334704) | > loss_disc_real_0: 0.14822614192962646 (0.11305422723443821) | > loss_disc_real_1: 0.2270011007785797 (0.19978911256549334) | > loss_disc_real_2: 0.23998594284057617 (0.21118629610899722) | > loss_disc_real_3: 0.22094309329986572 (0.22914113871978992) | > loss_disc_real_4: 0.24469299614429474 (0.2342960000640214) | > loss_disc_real_5: 0.22102771699428558 (0.22698599340939762) | > loss_0: 2.3479549884796143 (2.373612772334704) | > grad_norm_0: tensor(6.1264, device='cuda:0') (tensor(9.0044, device='cuda:0')) | > loss_gen: 2.4561767578125 (2.4786624474958936) | > loss_kl: 1.9253437519073486 (1.9878315612523243) | > loss_feat: 6.985464096069336 (6.925500927549421) | > loss_mel: 17.595781326293945 (17.14513164096408) | > loss_duration: 1.9931843280792236 (1.9723168394782327) | > loss_1: 30.955949783325195 (30.509443514274828) | > grad_norm_1: tensor(61.9106, device='cuda:0') (tensor(83.5868, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.3754 (0.3707262217396436) | > loader_time: 0.0037 (0.0036406276201961015)  --> TIME: 2024-06-12 09:24:11 -- STEP: 124/330 -- GLOBAL_STEP: 401625 | > loss_disc: 2.374394416809082 (2.366821210230549) | > loss_disc_real_0: 0.12243250757455826 (0.11244915663114478) | > loss_disc_real_1: 0.18943114578723907 (0.197787162397177) | > loss_disc_real_2: 0.22520104050636292 (0.21079221692296765) | > loss_disc_real_3: 0.23369012773036957 (0.22941183707406443) | > loss_disc_real_4: 0.23339249193668365 (0.23273480299019045) | > loss_disc_real_5: 0.24016058444976807 (0.22608717687187657) | > loss_0: 2.374394416809082 (2.366821210230549) | > grad_norm_0: tensor(9.8795, device='cuda:0') (tensor(8.9313, device='cuda:0')) | > loss_gen: 2.561307907104492 (2.479113203863943) | > loss_kl: 1.9278708696365356 (2.0070805693826363) | > loss_feat: 6.962386608123779 (6.934737201659911) | > loss_mel: 17.423311233520508 (17.140434280518555) | > loss_duration: 1.9930953979492188 (1.9779876220610835) | > loss_1: 30.867971420288086 (30.53935290921119) | > grad_norm_1: tensor(41.8877, device='cuda:0') (tensor(78.8452, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.373 (0.37156650135594016) | > loader_time: 0.0047 (0.0037615376134072583)  --> TIME: 2024-06-12 09:24:21 -- STEP: 149/330 -- GLOBAL_STEP: 401650 | > loss_disc: 2.451024055480957 (2.3669245659104914) | > loss_disc_real_0: 0.09964653849601746 (0.11332112853259048) | > loss_disc_real_1: 0.21305757761001587 (0.19790243072397756) | > loss_disc_real_2: 0.22914794087409973 (0.21108595146828849) | > loss_disc_real_3: 0.2582009732723236 (0.22937933160554644) | > loss_disc_real_4: 0.2382921278476715 (0.2331677177208382) | > loss_disc_real_5: 0.24385574460029602 (0.22584345196717537) | > loss_0: 2.451024055480957 (2.3669245659104914) | > grad_norm_0: tensor(13.4459, device='cuda:0') (tensor(9.2273, device='cuda:0')) | > loss_gen: 2.376408815383911 (2.4762528758721047) | > loss_kl: 2.056748628616333 (2.0160489234348273) | > loss_feat: 6.577029228210449 (6.934351517850122) | > loss_mel: 17.643966674804688 (17.12429346814251) | > loss_duration: 2.0035152435302734 (1.983400292044518) | > loss_1: 30.657669067382812 (30.534347047741782) | > grad_norm_1: tensor(41.4533, device='cuda:0') (tensor(87.7984, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.3748 (0.373228297137574) | > loader_time: 0.0045 (0.0038589839167242884)  --> TIME: 2024-06-12 09:24:31 -- STEP: 174/330 -- GLOBAL_STEP: 401675 | > loss_disc: 2.362147331237793 (2.3669478125955865) | > loss_disc_real_0: 0.11092345416545868 (0.11377720322845311) | > loss_disc_real_1: 0.21978659927845 (0.1974437373808061) | > loss_disc_real_2: 0.19656825065612793 (0.21063062591456816) | > loss_disc_real_3: 0.22605988383293152 (0.2294483581322363) | > loss_disc_real_4: 0.2445136457681656 (0.23337298254857117) | > loss_disc_real_5: 0.23411419987678528 (0.2253402492095684) | > loss_0: 2.362147331237793 (2.3669478125955865) | > grad_norm_0: tensor(17.4431, device='cuda:0') (tensor(10.2379, device='cuda:0')) | > loss_gen: 2.4016969203948975 (2.4757253657812357) | > loss_kl: 2.0708115100860596 (2.018287019482975) | > loss_feat: 7.271788120269775 (6.938498746389632) | > loss_mel: 16.896997451782227 (17.1066855671762) | > loss_duration: 2.103541851043701 (1.989709788355334) | > loss_1: 30.744836807250977 (30.52890647142783) | > grad_norm_1: tensor(188.4365, device='cuda:0') (tensor(109.2282, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.3818 (0.3754990991504713) | > loader_time: 0.0044 (0.003959096711257409)  --> TIME: 2024-06-12 09:24:42 -- STEP: 199/330 -- GLOBAL_STEP: 401700 | > loss_disc: 2.3290984630584717 (2.3656623159820724) | > loss_disc_real_0: 0.11464735120534897 (0.11428896186115155) | > loss_disc_real_1: 0.17062625288963318 (0.19696385140095526) | > loss_disc_real_2: 0.23095276951789856 (0.2102926073960922) | > loss_disc_real_3: 0.2400985211133957 (0.22976266259524092) | > loss_disc_real_4: 0.2500268220901489 (0.23332317360681504) | > loss_disc_real_5: 0.25781702995300293 (0.2249662283077911) | > loss_0: 2.3290984630584717 (2.3656623159820724) | > grad_norm_0: tensor(19.9285, device='cuda:0') (tensor(11.4924, device='cuda:0')) | > loss_gen: 2.4760758876800537 (2.4782923334207965) | > loss_kl: 1.77796471118927 (2.018662962482204) | > loss_feat: 6.431694507598877 (6.930497262945129) | > loss_mel: 17.25895118713379 (17.06660053598221) | > loss_duration: 2.1277875900268555 (1.9985363812901866) | > loss_1: 30.07247543334961 (30.492589480912866) | > grad_norm_1: tensor(224.6235, device='cuda:0') (tensor(132.9146, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.3789 (0.3794244437960524) | > loader_time: 0.0049 (0.004081099476646539)  --> TIME: 2024-06-12 09:24:52 -- STEP: 224/330 -- GLOBAL_STEP: 401725 | > loss_disc: 2.4053566455841064 (2.368584546659676) | > loss_disc_real_0: 0.08469253778457642 (0.11492747409335737) | > loss_disc_real_1: 0.19812873005867004 (0.19723080025453657) | > loss_disc_real_2: 0.16733843088150024 (0.21039124152490069) | > loss_disc_real_3: 0.21887418627738953 (0.23002105964613812) | > loss_disc_real_4: 0.23169240355491638 (0.23296933015808463) | > loss_disc_real_5: 0.24355413019657135 (0.22441820234858564) | > loss_0: 2.4053566455841064 (2.368584546659676) | > grad_norm_0: tensor(31.9758, device='cuda:0') (tensor(13.0666, device='cuda:0')) | > loss_gen: 2.3232107162475586 (2.475108158375536) | > loss_kl: 2.129561424255371 (2.022546422268665) | > loss_feat: 7.329506874084473 (6.924029878207617) | > loss_mel: 17.00670051574707 (17.016426597322734) | > loss_duration: 2.120281457901001 (2.0068104538534373) | > loss_1: 30.909259796142578 (30.44492151056017) | > grad_norm_1: tensor(475.3822, device='cuda:0') (tensor(155.7526, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.4 (0.382355945450919) | > loader_time: 0.0052 (0.004212558269500731)  --> TIME: 2024-06-12 09:25:03 -- STEP: 249/330 -- GLOBAL_STEP: 401750 | > loss_disc: 2.2828004360198975 (2.3689052771372987) | > loss_disc_real_0: 0.11678697913885117 (0.11527511015175337) | > loss_disc_real_1: 0.22301721572875977 (0.19695251366220806) | > loss_disc_real_2: 0.21221846342086792 (0.21067623632499968) | > loss_disc_real_3: 0.2222544103860855 (0.23044262575097832) | > loss_disc_real_4: 0.2080426663160324 (0.2331233828302368) | > loss_disc_real_5: 0.21045410633087158 (0.22405259712154127) | > loss_0: 2.2828004360198975 (2.3689052771372987) | > grad_norm_0: tensor(21.4711, device='cuda:0') (tensor(14.2774, device='cuda:0')) | > loss_gen: 2.553194761276245 (2.477022897766297) | > loss_kl: 2.013631820678711 (2.0252952642708917) | > loss_feat: 6.835926532745361 (6.915379830632345) | > loss_mel: 16.759984970092773 (16.991162912912635) | > loss_duration: 2.069092035293579 (2.015533050380079) | > loss_1: 30.231828689575195 (30.42439394112093) | > grad_norm_1: tensor(98.3406, device='cuda:0') (tensor(175.1573, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.4257 (0.38607481971802005) | > loader_time: 0.0057 (0.004344964123155217)  --> TIME: 2024-06-12 09:25:14 -- STEP: 274/330 -- GLOBAL_STEP: 401775 | > loss_disc: 2.4580841064453125 (2.3682589678868777) | > loss_disc_real_0: 0.13131746649742126 (0.11630752303358845) | > loss_disc_real_1: 0.18838822841644287 (0.19654919473576726) | > loss_disc_real_2: 0.25758886337280273 (0.2113274304318602) | > loss_disc_real_3: 0.22262035310268402 (0.2299988833222076) | > loss_disc_real_4: 0.2663566768169403 (0.23288637067932283) | > loss_disc_real_5: 0.24802489578723907 (0.22329670914115696) | > loss_0: 2.4580841064453125 (2.3682589678868777) | > grad_norm_0: tensor(62.2563, device='cuda:0') (tensor(15.9652, device='cuda:0')) | > loss_gen: 2.4787402153015137 (2.48088827011359) | > loss_kl: 2.1602323055267334 (2.0289597611357713) | > loss_feat: 7.085695743560791 (6.9481760219935955) | > loss_mel: 16.278364181518555 (16.964850704165272) | > loss_duration: 2.1221208572387695 (2.0245597514792952) | > loss_1: 30.125152587890625 (30.447434481043015) | > grad_norm_1: tensor(518.1974, device='cuda:0') (tensor(198.2537, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.4499 (0.39078113371438356) | > loader_time: 0.0059 (0.004489289583080875)  --> TIME: 2024-06-12 09:25:26 -- STEP: 299/330 -- GLOBAL_STEP: 401800 | > loss_disc: 2.3964059352874756 (2.3723352936199293) | > loss_disc_real_0: 0.08364635705947876 (0.11779586010204507) | > loss_disc_real_1: 0.16732440888881683 (0.19677562144488406) | > loss_disc_real_2: 0.1796797662973404 (0.21121104799186108) | > loss_disc_real_3: 0.21596670150756836 (0.2303408554266129) | > loss_disc_real_4: 0.22669097781181335 (0.23349005158330285) | > loss_disc_real_5: 0.22291363775730133 (0.22337579283626582) | > loss_0: 2.3964059352874756 (2.3723352936199293) | > grad_norm_0: tensor(37.4764, device='cuda:0') (tensor(18.0565, device='cuda:0')) | > loss_gen: 2.475637435913086 (2.4821621749712066) | > loss_kl: 2.077178955078125 (2.0347378417401027) | > loss_feat: 7.846968173980713 (6.9609615523679595) | > loss_mel: 17.61739730834961 (16.911059924990038) | > loss_duration: 2.200702667236328 (2.0355244571947333) | > loss_1: 32.2178840637207 (30.424445908205165) | > grad_norm_1: tensor(649.9589, device='cuda:0') (tensor(223.7649, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.4871 (0.39708602787260205) | > loader_time: 0.0069 (0.004686243159316452)  --> TIME: 2024-06-12 09:25:40 -- STEP: 324/330 -- GLOBAL_STEP: 401825 | > loss_disc: 2.405489921569824 (2.3753999611477816) | > loss_disc_real_0: 0.16448338329792023 (0.11940428135157732) | > loss_disc_real_1: 0.17167781293392181 (0.19715505695821334) | > loss_disc_real_2: 0.23591889441013336 (0.2114287153530268) | > loss_disc_real_3: 0.2734326720237732 (0.23030752711641936) | > loss_disc_real_4: 0.2544005811214447 (0.23307897288490226) | > loss_disc_real_5: 0.22962021827697754 (0.22342119798248197) | > loss_0: 2.405489921569824 (2.3753999611477816) | > grad_norm_0: tensor(17.0996, device='cuda:0') (tensor(18.6529, device='cuda:0')) | > loss_gen: 2.4766273498535156 (2.480357826491932) | > loss_kl: 2.17536997795105 (2.0412227960280442) | > loss_feat: 8.362687110900879 (7.016495926880542) | > loss_mel: 16.594764709472656 (16.88487533581111) | > loss_duration: 2.261868476867676 (2.0503327151139583) | > loss_1: 31.871318817138672 (30.47328456831567) | > grad_norm_1: tensor(271.3913, device='cuda:0') (tensor(237.0892, device='cuda:0')) | > current_lr_0: 0.0001776046378175117 | > current_lr_1: 0.0001776046378175117 | > step_time: 0.5893 (0.40878446455355044) | > loader_time: 0.0085 (0.00494883310647658)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.577049732208252 (2.577049732208252) | > loss_disc_real_0: 0.08810702711343765 (0.08810702711343765) | > loss_disc_real_1: 0.15127503871917725 (0.15127503871917725) | > loss_disc_real_2: 0.24189209938049316 (0.24189209938049316) | > loss_disc_real_3: 0.27875930070877075 (0.27875930070877075) | > loss_disc_real_4: 0.26614508032798767 (0.26614508032798767) | > loss_disc_real_5: 0.24767975509166718 (0.24767975509166718) | > loss_0: 2.577049732208252 (2.577049732208252) | > loss_gen: 2.0476818084716797 (2.0476818084716797) | > loss_kl: 2.9905409812927246 (2.9905409812927246) | > loss_feat: 6.4167280197143555 (6.4167280197143555) | > loss_mel: 15.671177864074707 (15.671177864074707) | > loss_duration: 3.0300867557525635 (3.0300867557525635) | > loss_1: 30.156213760375977 (30.156213760375977)  --> STEP: 1 | > loss_disc: 2.394296407699585 (2.394296407699585) | > loss_disc_real_0: 0.13052770495414734 (0.13052770495414734) | > loss_disc_real_1: 0.20231962203979492 (0.20231962203979492) | > loss_disc_real_2: 0.2318160980939865 (0.2318160980939865) | > loss_disc_real_3: 0.27683374285697937 (0.27683374285697937) | > loss_disc_real_4: 0.2475060671567917 (0.2475060671567917) | > loss_disc_real_5: 0.21657228469848633 (0.21657228469848633) | > loss_0: 2.394296407699585 (2.394296407699585) | > loss_gen: 2.30509614944458 (2.30509614944458) | > loss_kl: 2.691969871520996 (2.691969871520996) | > loss_feat: 4.072873115539551 (4.072873115539551) | > loss_mel: 16.97043228149414 (16.97043228149414) | > loss_duration: 2.4907467365264893 (2.4907467365264893) | > loss_1: 28.531118392944336 (28.531118392944336)  --> STEP: 2 | > loss_disc: 2.2188820838928223 (2.3065892457962036) | > loss_disc_real_0: 0.09165424108505249 (0.11109097301959991) | > loss_disc_real_1: 0.20252583920955658 (0.20242273062467575) | > loss_disc_real_2: 0.2155427783727646 (0.22367943823337555) | > loss_disc_real_3: 0.1838586926460266 (0.230346217751503) | > loss_disc_real_4: 0.20738530158996582 (0.22744568437337875) | > loss_disc_real_5: 0.19719119369983673 (0.20688173919916153) | > loss_0: 2.2188820838928223 (2.3065892457962036) | > loss_gen: 2.379295825958252 (2.342195987701416) | > loss_kl: 3.538747549057007 (3.1153587102890015) | > loss_feat: 5.8005876541137695 (4.93673038482666) | > loss_mel: 18.235261917114258 (17.6028470993042) | > loss_duration: 2.5667426586151123 (2.528744697570801) | > loss_1: 32.520633697509766 (30.52587604522705)  --> STEP: 3 | > loss_disc: 2.3004567623138428 (2.3045450846354165) | > loss_disc_real_0: 0.08635443449020386 (0.1028454601764679) | > loss_disc_real_1: 0.12837518751621246 (0.177740216255188) | > loss_disc_real_2: 0.207197904586792 (0.21818559368451437) | > loss_disc_real_3: 0.23574692010879517 (0.23214645187060037) | > loss_disc_real_4: 0.21089723706245422 (0.22192953526973724) | > loss_disc_real_5: 0.21578453481197357 (0.20984933773676553) | > loss_0: 2.3004567623138428 (2.3045450846354165) | > loss_gen: 2.333336591720581 (2.339242855707804) | > loss_kl: 3.6624879837036133 (3.2977351347605386) | > loss_feat: 7.494881629943848 (5.78944746653239) | > loss_mel: 16.589319229125977 (17.265004475911457) | > loss_duration: 2.4048891067504883 (2.4874595006306968) | > loss_1: 32.48491287231445 (31.17888832092285)  --> STEP: 4 | > loss_disc: 2.383899450302124 (2.3243836760520935) | > loss_disc_real_0: 0.15884050726890564 (0.11684422194957733) | > loss_disc_real_1: 0.14812950789928436 (0.17033753916621208) | > loss_disc_real_2: 0.2219991534948349 (0.2191389836370945) | > loss_disc_real_3: 0.25319138169288635 (0.23740768432617188) | > loss_disc_real_4: 0.24160847067832947 (0.2268492691218853) | > loss_disc_real_5: 0.22689135372638702 (0.2141098417341709) | > loss_0: 2.383899450302124 (2.3243836760520935) | > loss_gen: 2.257073402404785 (2.3187004923820496) | > loss_kl: 4.057039260864258 (3.4875611662864685) | > loss_feat: 6.292523384094238 (5.915216445922852) | > loss_mel: 17.918651580810547 (17.42841625213623) | > loss_duration: 2.372056484222412 (2.4586087465286255) | > loss_1: 32.897342681884766 (31.60850191116333)  --> STEP: 5 | > loss_disc: 2.4522972106933594 (2.3499663829803468) | > loss_disc_real_0: 0.17815987765789032 (0.12910735309123994) | > loss_disc_real_1: 0.1565171629190445 (0.16757346391677858) | > loss_disc_real_2: 0.24975691735744476 (0.22526257038116454) | > loss_disc_real_3: 0.23843646049499512 (0.23761343955993652) | > loss_disc_real_4: 0.27538174390792847 (0.23655576407909393) | > loss_disc_real_5: 0.2557867169380188 (0.2224452167749405) | > loss_0: 2.4522972106933594 (2.3499663829803468) | > loss_gen: 2.3848466873168945 (2.3319297313690184) | > loss_kl: 3.1961824893951416 (3.429285430908203) | > loss_feat: 5.374107360839844 (5.80699462890625) | > loss_mel: 17.391517639160156 (17.421036529541016) | > loss_duration: 2.4138412475585938 (2.4496552467346193) | > loss_1: 30.760494232177734 (31.43890037536621)  --> STEP: 6 | > loss_disc: 2.449678897857666 (2.3665851354599) | > loss_disc_real_0: 0.1677006185054779 (0.13553956399361292) | > loss_disc_real_1: 0.10322300344705582 (0.15684838717182478) | > loss_disc_real_2: 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0.20354987680912018 (0.21312817292554037) | > loss_0: 2.3795578479766846 (2.3684383801051547) | > loss_gen: 2.306236505508423 (2.297435862677438) | > loss_kl: 4.292571067810059 (3.5186096259525845) | > loss_feat: 6.591203212738037 (5.880015305110386) | > loss_mel: 16.820972442626953 (17.46937452043806) | > loss_duration: 2.5934553146362305 (2.4519546372549876) | > loss_1: 32.60443878173828 (31.617389133998326)  --> STEP: 8 | > loss_disc: 2.2634506225585938 (2.3553149104118347) | > loss_disc_real_0: 0.12354619801044464 (0.12724068947136402) | > loss_disc_real_1: 0.22161951661109924 (0.16460250224918127) | > loss_disc_real_2: 0.2645988464355469 (0.23451674915850163) | > loss_disc_real_3: 0.2876182794570923 (0.2613590471446514) | > loss_disc_real_4: 0.24307255446910858 (0.2359768208116293) | > loss_disc_real_5: 0.2745611071586609 (0.22080728970468044) | > loss_0: 2.2634506225585938 (2.3553149104118347) | > loss_gen: 2.935148000717163 (2.3771498799324036) | > loss_kl: 3.2924180030822754 (3.4903356730937958) | > loss_feat: 11.06592082977295 (6.528253495693207) | > loss_mel: 18.850805282592773 (17.642053365707397) | > loss_duration: 2.310849189758301 (2.4343164563179016) | > loss_1: 38.45513916015625 (32.472107887268066)  --> STEP: 9 | > loss_disc: 2.4124906063079834 (2.361667765511407) | > loss_disc_real_0: 0.1423313021659851 (0.1289174242152108) | > loss_disc_real_1: 0.15927430987358093 (0.16401048087411457) | > loss_disc_real_2: 0.173241525888443 (0.227708391017384) | > loss_disc_real_3: 0.26784729957580566 (0.26207996408144635) | > loss_disc_real_4: 0.19253572821617126 (0.2311500327454673) | > loss_disc_real_5: 0.15629565715789795 (0.21363933053281572) | > loss_0: 2.4124906063079834 (2.361667765511407) | > loss_gen: 2.1465418338775635 (2.351526763704088) | > loss_kl: 2.7319324016571045 (3.4060686429341636) | > loss_feat: 10.345284461975098 (6.952368047502306) | > loss_mel: 19.149045944213867 (17.80949698554145) | > loss_duration: 2.1763670444488525 (2.405655410554674) | > loss_1: 36.54917526245117 (32.92511537339952)  --> STEP: 10 | > loss_disc: 2.3231945037841797 (2.357820439338684) | > loss_disc_real_0: 0.12098373472690582 (0.12812405526638032) | > loss_disc_real_1: 0.179545059800148 (0.1655639387667179) | > loss_disc_real_2: 0.27002233266830444 (0.23193978518247604) | > loss_disc_real_3: 0.3012310564517975 (0.26599507331848143) | > loss_disc_real_4: 0.22594697773456573 (0.23062972724437714) | > loss_disc_real_5: 0.16938316822052002 (0.20921371430158614) | > loss_0: 2.3231945037841797 (2.357820439338684) | > loss_gen: 2.4678540229797363 (2.363159489631653) | > loss_kl: 3.1662652492523193 (3.382088303565979) | > loss_feat: 6.5329508781433105 (6.910426330566406) | > loss_mel: 16.370023727416992 (17.665549659729002) | > loss_duration: 2.436617374420166 (2.408751606941223) | > loss_1: 30.973711013793945 (32.72997493743897)  --> STEP: 11 | > loss_disc: 2.699974775314331 (2.388925378972834) | > loss_disc_real_0: 0.2323310524225235 (0.13759741864421152) | > loss_disc_real_1: 0.14098945260047913 (0.1633298945697871) | > loss_disc_real_2: 0.2596943974494934 (0.2344629317522049) | > loss_disc_real_3: 0.27176639437675476 (0.2665197388692336) | > loss_disc_real_4: 0.23580090701580048 (0.2310998344963247) | > loss_disc_real_5: 0.24794690310955048 (0.21273491328412836) | > loss_0: 2.699974775314331 (2.388925378972834) | > loss_gen: 2.055135726928711 (2.3351573293859307) | > loss_kl: 3.935401678085327 (3.4323895194313745) | > loss_feat: 4.943578243255615 (6.731621958992698) | > loss_mel: 16.525297164916992 (17.56189034201882) | > loss_duration: 2.4850125312805176 (2.4156844182447954) | > loss_1: 29.944425582885742 (32.476743177934125)  --> STEP: 12 | > loss_disc: 2.42972469329834 (2.3923253218332925) | > loss_disc_real_0: 0.0844990685582161 (0.13317255613704523) | > loss_disc_real_1: 0.16957692801952362 (0.1638504806905985) | > loss_disc_real_2: 0.22955632209777832 (0.234054047614336) | > loss_disc_real_3: 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(6.982355322156634) | > loss_mel: 18.870838165283203 (17.70436791011265) | > loss_duration: 2.437192678451538 (2.3960848535810197) | > loss_1: 37.22624588012695 (32.8630313873291)  --> STEP: 15 | > loss_disc: 2.238262891769409 (2.3698357423146565) | > loss_disc_real_0: 0.10018084198236465 (0.13062464098135632) | > loss_disc_real_1: 0.1201176717877388 (0.16873350143432617) | > loss_disc_real_2: 0.16401652991771698 (0.23065465092658996) | > loss_disc_real_3: 0.26445311307907104 (0.26665808856487266) | > loss_disc_real_4: 0.2051289826631546 (0.22711155513922374) | > loss_disc_real_5: 0.17555080354213715 (0.20872432887554168) | > loss_0: 2.238262891769409 (2.3698357423146565) | > loss_gen: 2.2735354900360107 (2.3767746448516847) | > loss_kl: 3.336604118347168 (3.3921101729075116) | > loss_feat: 7.603240489959717 (7.023747666676839) | > loss_mel: 18.626169204711914 (17.765821329752605) | > loss_duration: 2.401324987411499 (2.396434195836385) | > loss_1: 34.24087142944336 (32.95488739013672)  --> STEP: 16 | > loss_disc: 2.724881649017334 (2.392026111483574) | > loss_disc_real_0: 0.21570128202438354 (0.1359419310465455) | > loss_disc_real_1: 0.26421400904655457 (0.17470103316009045) | > loss_disc_real_2: 0.28682348132133484 (0.23416520282626152) | > loss_disc_real_3: 0.26005810499191284 (0.26624558959156264) | > loss_disc_real_4: 0.24907520413398743 (0.22848428320139647) | > loss_disc_real_5: 0.2716759145259857 (0.21265880297869444) | > loss_0: 2.724881649017334 (2.392026111483574) | > loss_gen: 2.19077205657959 (2.3651494830846786) | > loss_kl: 3.102538585662842 (3.3740119487047195) | > loss_feat: 5.028658866882324 (6.899054616689682) | > loss_mel: 15.711943626403809 (17.637453973293304) | > loss_duration: 2.405644416809082 (2.3970098346471786) | > loss_1: 28.439556121826172 (32.67267918586731)  --> STEP: 17 | > loss_disc: 2.7259786128997803 (2.4116703762727627) | > loss_disc_real_0: 0.2013176679611206 (0.1397875626297558) | > loss_disc_real_1: 0.2447766214609146 (0.17882312658955068) | > loss_disc_real_2: 0.28875377774238586 (0.23737629546838648) | > loss_disc_real_3: 0.28845855593681335 (0.26755223467069505) | > loss_disc_real_4: 0.30877602100372314 (0.23320732660153332) | > loss_disc_real_5: 0.28273287415504456 (0.21678080716553857) | > loss_0: 2.7259786128997803 (2.4116703762727627) | > loss_gen: 2.2943925857543945 (2.3609873126534855) | > loss_kl: 2.4930193424224854 (3.3221888542175293) | > loss_feat: 5.273993968963623 (6.803462813882267) | > loss_mel: 15.892988204956055 (17.5348383398617) | > loss_duration: 2.4785029888153076 (2.4018035495982453) | > loss_1: 28.432897567749023 (32.42328026715447)  --> STEP: 18 | > loss_disc: 2.140549898147583 (2.3966081274880304) | > loss_disc_real_0: 0.10302838683128357 (0.13774538619650734) | > loss_disc_real_1: 0.13613630831241608 (0.17645163668526542) | > loss_disc_real_2: 0.18380501866340637 (0.23440011342366537) | > loss_disc_real_3: 0.25341448187828064 (0.26676680396000535) | > loss_disc_real_4: 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(17.518252229690553) | > loss_duration: 2.306601047515869 (2.3896012544631953) | > loss_1: 30.467126846313477 (32.284148597717284)  --> STEP: 21 | > loss_disc: 2.2267208099365234 (2.396981182552519) | > loss_disc_real_0: 0.09284718334674835 (0.13922556596142904) | > loss_disc_real_1: 0.0858851820230484 (0.17017849357355208) | > loss_disc_real_2: 0.19357885420322418 (0.23148099226611002) | > loss_disc_real_3: 0.2242235541343689 (0.2667711242323828) | > loss_disc_real_4: 0.22978730499744415 (0.23502128606750852) | > loss_disc_real_5: 0.17329689860343933 (0.217685328353019) | > loss_0: 2.2267208099365234 (2.396981182552519) | > loss_gen: 2.506978988647461 (2.375496115003313) | > loss_kl: 3.2482097148895264 (3.245656762804304) | > loss_feat: 7.875425338745117 (6.814872355688186) | > loss_mel: 17.1236515045166 (17.499461718967982) | > loss_duration: 2.2239532470703125 (2.381713254111153) | > loss_1: 32.97821807861328 (32.317199525378996)  --> STEP: 22 | > loss_disc: 2.4553635120391846 (2.399634924801913) | > loss_disc_real_0: 0.1789333075284958 (0.14103046330538663) | > loss_disc_real_1: 0.23864847421646118 (0.17329076542095703) | > loss_disc_real_2: 0.17107895016670227 (0.2287354448979551) | > loss_disc_real_3: 0.2745349705219269 (0.267124026336453) | > loss_disc_real_4: 0.24190248548984528 (0.23533406785943292) | > loss_disc_real_5: 0.21657629311084747 (0.21763491766019302) | > loss_0: 2.4553635120391846 (2.399634924801913) | > loss_gen: 2.327934503555298 (2.373334223573858) | > loss_kl: 2.273381233215332 (3.2014624205502598) | > loss_feat: 6.7625412940979 (6.812493671070445) | > loss_mel: 17.077268600463867 (17.48027112267234) | > loss_duration: 2.233745574951172 (2.374987450512972) | > loss_1: 30.67487144470215 (32.24254824898459)  --> STEP: 23 | > loss_disc: 2.5594091415405273 (2.406581629877505) | > loss_disc_real_0: 0.12453128397464752 (0.140313107682311) | > loss_disc_real_1: 0.2298886775970459 (0.17575154421122177) | > loss_disc_real_2: 0.2579735219478607 (0.23000666563925537) | > loss_disc_real_3: 0.34658342599868774 (0.27057878284350667) | > loss_disc_real_4: 0.25743117928504944 (0.23629481183445972) | > loss_disc_real_5: 0.23991794884204865 (0.21860374510288239) | > loss_0: 2.5594091415405273 (2.406581629877505) | > loss_gen: 2.2076525688171387 (2.3661306733670444) | > loss_kl: 2.6396536827087402 (3.177035953687585) | > loss_feat: 4.5918707847595215 (6.715944849926492) | > loss_mel: 15.174724578857422 (17.38002996859343) | > loss_duration: 2.275367021560669 (2.370656127515046) | > loss_1: 26.889270782470703 (32.009797054788336)  --> STEP: 24 | > loss_disc: 2.629150390625 (2.415855328241984) | > loss_disc_real_0: 0.29306191205978394 (0.14667764119803903) | > loss_disc_real_1: 0.19033969938755035 (0.17635938401023546) | > loss_disc_real_2: 0.27856793999671936 (0.23203005207081637) | > loss_disc_real_3: 0.24512478709220886 (0.2695181996872026) | > loss_disc_real_4: 0.23171888291835785 (0.23610414812962213) | > loss_disc_real_5: 0.29133570194244385 (0.22163424330453077) | > loss_0: 2.629150390625 (2.415855328241984) | > loss_gen: 2.442727565765381 (2.3693222105503087) | > loss_kl: 2.8256797790527344 (3.1623961130777993) | > loss_feat: 5.389037609100342 (6.660657048225403) | > loss_mel: 16.126930236816406 (17.327817479769386) | > loss_duration: 2.418365240097046 (2.3726440072059627) | > loss_1: 29.202741622924805 (31.892836411794022)  --> STEP: 25 | > loss_disc: 2.2982707023620605 (2.411151943206787) | > loss_disc_real_0: 0.056697092950344086 (0.14307841926813122) | > loss_disc_real_1: 0.16788019239902496 (0.17602021634578705) | > loss_disc_real_2: 0.17391307651996613 (0.22970537304878236) | > loss_disc_real_3: 0.24853280186653137 (0.26867878377437576) | > loss_disc_real_4: 0.19857503473758698 (0.23460298359394074) | > loss_disc_real_5: 0.2124638706445694 (0.22126742839813232) | > loss_0: 2.2982707023620605 (2.411151943206787) | > loss_gen: 2.197831153869629 (2.3624625682830818) | > loss_kl: 2.9252312183380127 (3.152909517288208) | > loss_feat: 8.604866027832031 (6.738425407409668) | > loss_mel: 16.507713317871094 (17.295013313293456) | > loss_duration: 2.4232540130615234 (2.374668407440185) | > loss_1: 32.658897399902344 (31.923478851318354)  --> STEP: 26 | > loss_disc: 2.6207220554351807 (2.4192123321386485) | > loss_disc_real_0: 0.05391194671392441 (0.13964893955450788) | > loss_disc_real_1: 0.047602806240320206 (0.17108108518788448) | > loss_disc_real_2: 0.11359676718711853 (0.22523965743871835) | > loss_disc_real_3: 0.1985708475112915 (0.26598232468733407) | > loss_disc_real_4: 0.11997313052415848 (0.2301941430912568) | > loss_disc_real_5: 0.1501060426235199 (0.21853045202218568) | > loss_0: 2.6207220554351807 (2.4192123321386485) | > loss_gen: 1.663111925125122 (2.3355644666231603) | > loss_kl: 2.797804832458496 (3.1392516447947574) | > loss_feat: 16.050477981567383 (7.096581275646503) | > loss_mel: 23.216915130615234 (17.522778767805832) | > loss_duration: 2.3200125694274902 (2.3725662598243122) | > loss_1: 46.04832077026367 (32.46674200204702) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025704640608567465 (-1.1370732234073852e-05) | > avg_loss_disc: 2.4192123321386485 (-0.051591089138617985) | > avg_loss_disc_real_0: 0.13964893955450788 (-0.01425717828365472) | > avg_loss_disc_real_1: 0.17108108518788448 (-0.06433940034073132) | > avg_loss_disc_real_2: 0.22523965743871835 (-0.0701299143525271) | > avg_loss_disc_real_3: 0.26598232468733407 (-0.014715678989887349) | > avg_loss_disc_real_4: 0.2301941430912568 (-0.04281101920283753) | > avg_loss_disc_real_5: 0.21853045202218568 (-0.021535786871726692) | > avg_loss_0: 2.4192123321386485 (-0.051591089138617985) | > avg_loss_gen: 2.3355644666231603 (-0.2959345670846787) | > avg_loss_kl: 3.1392516447947574 (+0.23480217731915953) | > avg_loss_feat: 7.096581275646503 (+0.7166696695181045) | > avg_loss_mel: 17.522778767805832 (+0.11325322664701076) | > avg_loss_duration: 2.3725662598243122 (+0.0019226899513826723) | > avg_loss_1: 32.46674200204702 (+0.7707127057588963)  > EPOCH: 951/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:26:03)   --> TIME: 2024-06-12 09:26:11 -- STEP: 19/330 -- GLOBAL_STEP: 401850 | > loss_disc: 2.394286632537842 (2.3504629511582222) | > loss_disc_real_0: 0.09303662180900574 (0.10399830027630455) | > loss_disc_real_1: 0.17853112518787384 (0.19796008342190793) | > loss_disc_real_2: 0.24485597014427185 (0.21370926185658104) | > loss_disc_real_3: 0.22412122786045074 (0.23443390429019928) | > loss_disc_real_4: 0.24220559000968933 (0.23364067391345375) | > loss_disc_real_5: 0.24697449803352356 (0.22685112608106514) | > loss_0: 2.394286632537842 (2.3504629511582222) | > grad_norm_0: tensor(8.4114, device='cuda:0') (tensor(8.4314, device='cuda:0')) | > loss_gen: 2.396374464035034 (2.49056749594839) | > loss_kl: 1.864857792854309 (1.9215723276138306) | > loss_feat: 7.230927467346191 (6.868275090267784) | > loss_mel: 17.0793514251709 (17.18730434618498) | > loss_duration: 1.945267915725708 (2.033233084176716) | > loss_1: 30.51677894592285 (30.500952168514853) | > grad_norm_1: tensor(64.5461, device='cuda:0') (tensor(76.3742, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.3583 (0.35708798860248764) | > loader_time: 0.0037 (0.003111437747353002)  --> TIME: 2024-06-12 09:26:20 -- STEP: 44/330 -- GLOBAL_STEP: 401875 | > loss_disc: 2.357037305831909 (2.348601585084741) | > loss_disc_real_0: 0.10815142095088959 (0.10696192102676089) | > loss_disc_real_1: 0.21298553049564362 (0.19628204066645016) | > loss_disc_real_2: 0.2299080789089203 (0.21112403375181285) | > loss_disc_real_3: 0.22011810541152954 (0.2291868579658595) | > loss_disc_real_4: 0.22854386270046234 (0.23137118565765294) | > loss_disc_real_5: 0.19264991581439972 (0.22242313081567938) | > loss_0: 2.357037305831909 (2.348601585084741) | > grad_norm_0: tensor(10.3111, device='cuda:0') (tensor(7.5893, device='cuda:0')) | > loss_gen: 2.4267399311065674 (2.4836168722672896) | > loss_kl: 2.130148410797119 (1.9540517330169678) | > loss_feat: 6.987218379974365 (6.9568574970418755) | > loss_mel: 16.503087997436523 (17.19828822396018) | > loss_duration: 1.9087203741073608 (1.9862404872070656) | > loss_1: 29.955915451049805 (30.579054745760832) | > grad_norm_1: tensor(150.5474, device='cuda:0') (tensor(68.1132, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.3566 (0.3578778938813643) | > loader_time: 0.0035 (0.0033635930581526322)  --> TIME: 2024-06-12 09:26:29 -- STEP: 69/330 -- GLOBAL_STEP: 401900 | > loss_disc: 2.390657901763916 (2.345808443815811) | > loss_disc_real_0: 0.1264435350894928 (0.10714264543376108) | > loss_disc_real_1: 0.2020963877439499 (0.19374302115993222) | > loss_disc_real_2: 0.20658986270427704 (0.20886369200720303) | > loss_disc_real_3: 0.21782787144184113 (0.22853160638740097) | > loss_disc_real_4: 0.247054785490036 (0.23083492638408273) | > loss_disc_real_5: 0.241414412856102 (0.22404667367969733) | > loss_0: 2.390657901763916 (2.345808443815811) | > grad_norm_0: tensor(10.5821, device='cuda:0') (tensor(7.9374, device='cuda:0')) | > loss_gen: 2.560725212097168 (2.476985437282618) | > loss_kl: 1.8578726053237915 (1.9812020892682283) | > loss_feat: 6.4117302894592285 (6.93818842155346) | > loss_mel: 16.41554069519043 (17.170014588729188) | > loss_duration: 1.9292535781860352 (1.9757508989693462) | > loss_1: 29.175121307373047 (30.542141375334367) | > grad_norm_1: tensor(66.0352, device='cuda:0') (tensor(72.7239, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.361 (0.3596868342247562) | > loader_time: 0.0036 (0.0035151709680971894)  --> TIME: 2024-06-12 09:26:39 -- STEP: 94/330 -- GLOBAL_STEP: 401925 | > loss_disc: 2.359144687652588 (2.3485130984732447) | > loss_disc_real_0: 0.1248963251709938 (0.10851100511214834) | > loss_disc_real_1: 0.20391565561294556 (0.19523099207497657) | > loss_disc_real_2: 0.1969543993473053 (0.20919499007311274) | > loss_disc_real_3: 0.2039635181427002 (0.2278983677004246) | > loss_disc_real_4: 0.23953066766262054 (0.2316934604277002) | > loss_disc_real_5: 0.2307910919189453 (0.22381802236146114) | > loss_0: 2.359144687652588 (2.3485130984732447) | > grad_norm_0: tensor(5.8315, device='cuda:0') (tensor(7.8931, device='cuda:0')) | > loss_gen: 2.5178236961364746 (2.472008124310919) | > loss_kl: 2.0413625240325928 (1.996300977595309) | > loss_feat: 7.462310791015625 (6.905925197804228) | > loss_mel: 17.328662872314453 (17.09078739044513) | > loss_duration: 2.0138120651245117 (1.9752007634081739) | > loss_1: 31.363971710205078 (30.44022237493637) | > grad_norm_1: tensor(44.5830, device='cuda:0') (tensor(71.3133, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.3732 (0.3653266455264803) | > loader_time: 0.0051 (0.0036369029511796667)  --> TIME: 2024-06-12 09:26:49 -- STEP: 119/330 -- GLOBAL_STEP: 401950 | > loss_disc: 2.280327320098877 (2.347809126397142) | > loss_disc_real_0: 0.12802717089653015 (0.10866917422463913) | > loss_disc_real_1: 0.19921937584877014 (0.19519456457190154) | > loss_disc_real_2: 0.21674928069114685 (0.20898324539180563) | > loss_disc_real_3: 0.24631750583648682 (0.22879763185477056) | > loss_disc_real_4: 0.21370981633663177 (0.23194927703432677) | > loss_disc_real_5: 0.17620545625686646 (0.2241586437996696) | > loss_0: 2.280327320098877 (2.347809126397142) | > grad_norm_0: tensor(6.2158, device='cuda:0') (tensor(8.2890, device='cuda:0')) | > loss_gen: 2.553152322769165 (2.4729676667381737) | > loss_kl: 1.9733492136001587 (2.009506257642216) | > loss_feat: 7.816164493560791 (6.915094151216395) | > loss_mel: 17.528810501098633 (17.080693156779294) | > loss_duration: 1.9745779037475586 (1.9782197305134364) | > loss_1: 31.846054077148438 (30.456480843680247) | > grad_norm_1: tensor(59.5031, device='cuda:0') (tensor(77.4709, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.3708 (0.3665358859951758) | > loader_time: 0.0038 (0.0037330218723842074)  --> TIME: 2024-06-12 09:26:58 -- STEP: 144/330 -- GLOBAL_STEP: 401975 | > loss_disc: 2.379305362701416 (2.352154408891997) | > loss_disc_real_0: 0.11328839510679245 (0.11045488345229793) | > loss_disc_real_1: 0.1976923942565918 (0.19529830312563312) | > loss_disc_real_2: 0.21411512792110443 (0.20962329219198894) | > loss_disc_real_3: 0.22894099354743958 (0.22852735221385956) | > loss_disc_real_4: 0.2322251945734024 (0.23213906813826826) | > loss_disc_real_5: 0.19764366745948792 (0.22360798271579874) | > loss_0: 2.379305362701416 (2.352154408891997) | > grad_norm_0: tensor(9.4093, device='cuda:0') (tensor(8.3709, device='cuda:0')) | > loss_gen: 2.486283540725708 (2.470530110928747) | > loss_kl: 2.133301258087158 (2.0062481520904427) | > loss_feat: 7.096844673156738 (6.910691873894797) | > loss_mel: 17.504867553710938 (17.09044297536213) | > loss_duration: 1.9875234365463257 (1.9842645923296611) | > loss_1: 31.20882225036621 (30.462177647484673) | > grad_norm_1: tensor(190.4870, device='cuda:0') (tensor(80.7510, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.3864 (0.3687434146801632) | > loader_time: 0.0039 (0.0038107550806469387)  --> TIME: 2024-06-12 09:27:08 -- STEP: 169/330 -- GLOBAL_STEP: 402000 | > loss_disc: 2.325982093811035 (2.359961221909383) | > loss_disc_real_0: 0.09704381227493286 (0.11178606856592307) | > loss_disc_real_1: 0.14829103648662567 (0.19571816982954918) | > loss_disc_real_2: 0.2190769910812378 (0.21075038356188494) | > loss_disc_real_3: 0.19998693466186523 (0.2289735755095115) | > loss_disc_real_4: 0.22383202612400055 (0.2323064904593857) | > loss_disc_real_5: 0.22703343629837036 (0.223706480578558) | > loss_0: 2.325982093811035 (2.359961221909383) | > grad_norm_0: tensor(8.9915, device='cuda:0') (tensor(8.5920, device='cuda:0')) | > loss_gen: 2.45525860786438 (2.4649116555614583) | > loss_kl: 2.051628828048706 (2.0137234390134635) | > loss_feat: 7.385747909545898 (6.931209389274643) | > loss_mel: 17.41576385498047 (17.11009621479101) | > loss_duration: 2.037925958633423 (1.9903990806207148) | > loss_1: 31.34632682800293 (30.510339748224563) | > grad_norm_1: tensor(124.4329, device='cuda:0') (tensor(87.9115, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.3719 (0.371034654639882) | > loader_time: 0.004 (0.003918465777967103) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_402000.pth  --> TIME: 2024-06-12 09:27:23 -- STEP: 194/330 -- GLOBAL_STEP: 402025 | > loss_disc: 2.3080358505249023 (2.3638932840111337) | > loss_disc_real_0: 0.10084176063537598 (0.11298840018661366) | > loss_disc_real_1: 0.21692964434623718 (0.19618911342215292) | > loss_disc_real_2: 0.2239363193511963 (0.2109234078028768) | > loss_disc_real_3: 0.23081916570663452 (0.2293059693015728) | > loss_disc_real_4: 0.21438981592655182 (0.23252840585929832) | > loss_disc_real_5: 0.2147735208272934 (0.2238174606229841) | > loss_0: 2.3080358505249023 (2.3638932840111337) | > grad_norm_0: tensor(13.9367, device='cuda:0') (tensor(8.9231, device='cuda:0')) | > loss_gen: 2.5349056720733643 (2.4624939653062317) | > loss_kl: 2.107856273651123 (2.018022010006854) | > loss_feat: 7.07875394821167 (6.920908967244256) | > loss_mel: 16.676767349243164 (17.085635342548773) | > loss_duration: 2.044490098953247 (1.9987581077310228) | > loss_1: 30.442773818969727 (30.485818351666953) | > grad_norm_1: tensor(161.0028, device='cuda:0') (tensor(94.8103, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.4159 (0.3765427390324703) | > loader_time: 0.006 (0.004073941830507258)  --> TIME: 2024-06-12 09:27:34 -- STEP: 219/330 -- GLOBAL_STEP: 402050 | > loss_disc: 2.3957531452178955 (2.3702902489056874) | > loss_disc_real_0: 0.1454118937253952 (0.11468484982439917) | > loss_disc_real_1: 0.1686064898967743 (0.19617534105636214) | > loss_disc_real_2: 0.19936729967594147 (0.21127729573750612) | > loss_disc_real_3: 0.23232503235340118 (0.22973321500706345) | > loss_disc_real_4: 0.2127741575241089 (0.23263352694304568) | > loss_disc_real_5: 0.19582341611385345 (0.22374754803910102) | > loss_0: 2.3957531452178955 (2.3702902489056874) | > grad_norm_0: tensor(16.2575, device='cuda:0') (tensor(9.7331, device='cuda:0')) | > loss_gen: 2.482576608657837 (2.4577544737079893) | > loss_kl: 2.0081710815429688 (2.0209221284683423) | > loss_feat: 7.601451873779297 (6.9282425222875865) | > loss_mel: 17.425209045410156 (17.05676133665316) | > loss_duration: 2.0823912620544434 (2.0066095971625693) | > loss_1: 31.59980010986328 (30.470289996769875) | > grad_norm_1: tensor(122.4411, device='cuda:0') (tensor(102.3273, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.4134 (0.3809293971214122) | > loader_time: 0.0053 (0.004206641079628302)  --> TIME: 2024-06-12 09:27:45 -- STEP: 244/330 -- GLOBAL_STEP: 402075 | > loss_disc: 2.3330769538879395 (2.37129560064097) | > loss_disc_real_0: 0.11089122295379639 (0.1156668640581555) | > loss_disc_real_1: 0.23352418839931488 (0.19620055674773748) | > loss_disc_real_2: 0.19060195982456207 (0.21154605664434986) | > loss_disc_real_3: 0.2613602578639984 (0.22981525640018652) | > loss_disc_real_4: 0.28778377175331116 (0.23286788495349103) | > loss_disc_real_5: 0.2694910168647766 (0.2238862757555774) | > loss_0: 2.3330769538879395 (2.37129560064097) | > grad_norm_0: tensor(13.4551, device='cuda:0') (tensor(10.6962, device='cuda:0')) | > loss_gen: 2.8017525672912598 (2.4566207899421917) | > loss_kl: 2.0942513942718506 (2.0221106942559834) | > loss_feat: 6.8655924797058105 (6.919594024048477) | > loss_mel: 16.23670768737793 (17.017979105964997) | > loss_duration: 2.038872718811035 (2.015590960373642) | > loss_1: 30.03717803955078 (30.431895529637572) | > grad_norm_1: tensor(212.4381, device='cuda:0') (tensor(115.7996, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.4252 (0.3854281335580546) | > loader_time: 0.0052 (0.0043428989707446465)  --> TIME: 2024-06-12 09:27:55 -- STEP: 269/330 -- GLOBAL_STEP: 402100 | > loss_disc: 2.2966670989990234 (2.3728470828896566) | > loss_disc_real_0: 0.09942251443862915 (0.11710755234812717) | > loss_disc_real_1: 0.15068046748638153 (0.19632108886224187) | > loss_disc_real_2: 0.20245452225208282 (0.2116728457154838) | > loss_disc_real_3: 0.21183975040912628 (0.22950367845567185) | > loss_disc_real_4: 0.23173221945762634 (0.23298382094358422) | > loss_disc_real_5: 0.20526112616062164 (0.2240930433942483) | > loss_0: 2.2966670989990234 (2.3728470828896566) | > grad_norm_0: tensor(29.8295, device='cuda:0') (tensor(11.5441, device='cuda:0')) | > loss_gen: 2.577016592025757 (2.456466174923352) | > loss_kl: 2.1740593910217285 (2.028993805101811) | > loss_feat: 7.468236923217773 (6.93530756656122) | > loss_mel: 16.83997917175293 (16.99397017610114) | > loss_duration: 2.132390260696411 (2.0241068486387377) | > loss_1: 31.191682815551758 (30.43884453188531) | > grad_norm_1: tensor(362.5507, device='cuda:0') (tensor(127.2147, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.438 (0.38953561942373527) | > loader_time: 0.0059 (0.004459426305551065)  --> TIME: 2024-06-12 09:28:07 -- STEP: 294/330 -- GLOBAL_STEP: 402125 | > loss_disc: 2.1534721851348877 (2.369898250313844) | > loss_disc_real_0: 0.09963558614253998 (0.11757074558765304) | > loss_disc_real_1: 0.20673927664756775 (0.19661022058757796) | > loss_disc_real_2: 0.20206795632839203 (0.2118558858324882) | > loss_disc_real_3: 0.20184504985809326 (0.22952313635016786) | > loss_disc_real_4: 0.17703531682491302 (0.2327048651316539) | > loss_disc_real_5: 0.21546624600887299 (0.22258718854107826) | > loss_0: 2.1534721851348877 (2.369898250313844) | > grad_norm_0: tensor(27.4217, device='cuda:0') (tensor(12.5973, device='cuda:0')) | > loss_gen: 2.83799409866333 (2.4665991132762137) | > loss_kl: 2.0370068550109863 (2.029867021404965) | > loss_feat: 8.61610221862793 (6.96376793400771) | > loss_mel: 16.999435424804688 (16.95255103078827) | > loss_duration: 2.187936305999756 (2.034886907152575) | > loss_1: 32.67847442626953 (30.447672000547655) | > grad_norm_1: tensor(335.2359, device='cuda:0') (tensor(144.8065, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.4561 (0.3946335899586581) | > loader_time: 0.0068 (0.004611845730113333)  --> TIME: 2024-06-12 09:28:20 -- STEP: 319/330 -- GLOBAL_STEP: 402150 | > loss_disc: 2.554976463317871 (2.3753164195715457) | > loss_disc_real_0: 0.09882673621177673 (0.1186504789210599) | > loss_disc_real_1: 0.2103377729654312 (0.19689542966016033) | > loss_disc_real_2: 0.2239958494901657 (0.21217121239926756) | > loss_disc_real_3: 0.24235568940639496 (0.22986651644063968) | > loss_disc_real_4: 0.27552270889282227 (0.2334625313648236) | > loss_disc_real_5: 0.20774078369140625 (0.22263115737879163) | > loss_0: 2.554976463317871 (2.3753164195715457) | > grad_norm_0: tensor(24.7238, device='cuda:0') (tensor(14.0462, device='cuda:0')) | > loss_gen: 2.365473508834839 (2.4675813707812067) | > loss_kl: 2.130735158920288 (2.034417336263625) | > loss_feat: 6.872608661651611 (6.982669824343116) | > loss_mel: 14.870391845703125 (16.91121223354039) | > loss_duration: 2.231806755065918 (2.0490389681161356) | > loss_1: 28.47101593017578 (30.444919717722925) | > grad_norm_1: tensor(387.6172, device='cuda:0') (tensor(168.3542, device='cuda:0')) | > current_lr_0: 0.00017758243723778452 | > current_lr_1: 0.00017758243723778452 | > step_time: 0.549 (0.40362344565436403) | > loader_time: 0.0087 (0.004853091643521777)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.421252965927124 (2.421252965927124) | > loss_disc_real_0: 0.1695752888917923 (0.1695752888917923) | > loss_disc_real_1: 0.3467518091201782 (0.3467518091201782) | > loss_disc_real_2: 0.2565571665763855 (0.2565571665763855) | > loss_disc_real_3: 0.24389155209064484 (0.24389155209064484) | > loss_disc_real_4: 0.25332438945770264 (0.25332438945770264) | > loss_disc_real_5: 0.20494689047336578 (0.20494689047336578) | > loss_0: 2.421252965927124 (2.421252965927124) | > loss_gen: 2.6548359394073486 (2.6548359394073486) | > loss_kl: 2.0419814586639404 (2.0419814586639404) | > loss_feat: 4.323452472686768 (4.323452472686768) | > loss_mel: 15.27022647857666 (15.27022647857666) | > loss_duration: 3.1114232540130615 (3.1114232540130615) | > loss_1: 27.401920318603516 (27.401920318603516)  --> STEP: 1 | > loss_disc: 2.2211711406707764 (2.2211711406707764) | > loss_disc_real_0: 0.14978161454200745 (0.14978161454200745) | > loss_disc_real_1: 0.2542889416217804 (0.2542889416217804) | > loss_disc_real_2: 0.24100154638290405 (0.24100154638290405) | > loss_disc_real_3: 0.23364131152629852 (0.23364131152629852) | > loss_disc_real_4: 0.18699228763580322 (0.18699228763580322) | > loss_disc_real_5: 0.23258572816848755 (0.23258572816848755) | > loss_0: 2.2211711406707764 (2.2211711406707764) | > loss_gen: 2.6111152172088623 (2.6111152172088623) | > loss_kl: 2.189476251602173 (2.189476251602173) | > loss_feat: 6.871392726898193 (6.871392726898193) | > loss_mel: 16.78543472290039 (16.78543472290039) | > loss_duration: 2.5604257583618164 (2.5604257583618164) | > loss_1: 31.017845153808594 (31.017845153808594)  --> STEP: 2 | > loss_disc: 2.1351137161254883 (2.1781424283981323) | > loss_disc_real_0: 0.1720915138721466 (0.16093656420707703) | > loss_disc_real_1: 0.250160813331604 (0.2522248774766922) | > loss_disc_real_2: 0.20577135682106018 (0.22338645160198212) | > loss_disc_real_3: 0.1855013221502304 (0.20957131683826447) | > loss_disc_real_4: 0.23604510724544525 (0.21151869744062424) | > loss_disc_real_5: 0.1970091611146927 (0.21479744464159012) | > loss_0: 2.1351137161254883 (2.1781424283981323) | > loss_gen: 2.834857702255249 (2.7229864597320557) | > loss_kl: 2.8937535285949707 (2.5416148900985718) | > loss_feat: 6.088240623474121 (6.479816675186157) | > loss_mel: 17.4014949798584 (17.093464851379395) | > loss_duration: 2.604269027709961 (2.5823473930358887) | > loss_1: 31.822616577148438 (31.420230865478516)  --> STEP: 3 | > loss_disc: 2.4146509170532227 (2.2569785912831626) | > loss_disc_real_0: 0.14700756967067719 (0.15629356602827707) | > loss_disc_real_1: 0.19806717336177826 (0.23417230943838754) | > loss_disc_real_2: 0.21726107597351074 (0.22134465972582498) | > loss_disc_real_3: 0.31397712230682373 (0.2443732519944509) | > loss_disc_real_4: 0.274503231048584 (0.2325135419766108) | > loss_disc_real_5: 0.2413545846939087 (0.22364982465902963) | > loss_0: 2.4146509170532227 (2.2569785912831626) | > loss_gen: 2.5766501426696777 (2.6742076873779297) | > loss_kl: 3.7008039951324463 (2.9280112584431968) | > loss_feat: 6.245654582977295 (6.40176264444987) | > loss_mel: 18.328109741210938 (17.50501314798991) | > loss_duration: 2.4239697456359863 (2.529554843902588) | > loss_1: 33.27518844604492 (32.03855005900065)  --> STEP: 4 | > loss_disc: 2.522366523742676 (2.3233255743980408) | > loss_disc_real_0: 0.24523597955703735 (0.17852916941046715) | > loss_disc_real_1: 0.3296130299568176 (0.25803248956799507) | > loss_disc_real_2: 0.20873786509037018 (0.2181929610669613) | > loss_disc_real_3: 0.2576402425765991 (0.24768999963998795) | > loss_disc_real_4: 0.22883400321006775 (0.23159365728497505) | > loss_disc_real_5: 0.22245074808597565 (0.22335005551576614) | > loss_0: 2.522366523742676 (2.3233255743980408) | > loss_gen: 2.549959421157837 (2.6431456208229065) | > loss_kl: 3.4839422702789307 (3.06699401140213) | > loss_feat: 5.96815824508667 (6.29336154460907) | > loss_mel: 16.56403923034668 (17.2697696685791) | > loss_duration: 2.4181487560272217 (2.5017033219337463) | > loss_1: 30.9842472076416 (31.77497434616089)  --> STEP: 5 | > loss_disc: 2.5564544200897217 (2.369951343536377) | > loss_disc_real_0: 0.17918622493743896 (0.1786605805158615) | > loss_disc_real_1: 0.30538278818130493 (0.26750254929065703) | > loss_disc_real_2: 0.21250246465206146 (0.2170548617839813) | > loss_disc_real_3: 0.27382901310920715 (0.25291780233383176) | > loss_disc_real_4: 0.255859375 (0.23644680082798003) | > loss_disc_real_5: 0.20691221952438354 (0.22006248831748962) | > loss_0: 2.5564544200897217 (2.369951343536377) | > loss_gen: 2.413701057434082 (2.5972567081451414) | > loss_kl: 2.664741039276123 (2.9865434169769287) | > loss_feat: 5.530214309692383 (6.140732097625732) | > loss_mel: 18.434904098510742 (17.50279655456543) | > loss_duration: 2.350567102432251 (2.4714760780334473) | > loss_1: 31.394126892089844 (31.69880485534668)  --> STEP: 6 | > loss_disc: 2.5209474563598633 (2.3951173623402915) | > loss_disc_real_0: 0.16996416449546814 (0.17721117784579596) | > loss_disc_real_1: 0.2752982974052429 (0.26880184064308804) | > loss_disc_real_2: 0.24529746174812317 (0.22176196177800497) | > loss_disc_real_3: 0.2580777406692505 (0.25377779205640155) | > loss_disc_real_4: 0.2755013704299927 (0.2429558957616488) | > loss_disc_real_5: 0.18530385196208954 (0.21426938225825629) | > loss_0: 2.5209474563598633 (2.3951173623402915) | > loss_gen: 2.7441680431365967 (2.6217419306437173) | > loss_kl: 3.2572264671325684 (3.031657258669535) | > loss_feat: 6.056530952453613 (6.126698573430379) | > loss_mel: 17.5219669342041 (17.505991617838543) | > loss_duration: 2.215372085571289 (2.4287920792897544) | > loss_1: 31.795263290405273 (31.714881261189777)  --> STEP: 7 | > loss_disc: 2.0717575550079346 (2.3489231041499545) | > loss_disc_real_0: 0.10496367514133453 (0.1668901060308729) | > loss_disc_real_1: 0.2547645568847656 (0.2667965143918991) | > loss_disc_real_2: 0.17316986620426178 (0.21482023383889878) | > loss_disc_real_3: 0.25345903635025024 (0.2537322555269514) | > loss_disc_real_4: 0.18601465225219727 (0.23482143240315573) | > loss_disc_real_5: 0.19250182807445526 (0.21115973166057042) | > loss_0: 2.0717575550079346 (2.3489231041499545) | > loss_gen: 2.8435559272766113 (2.6534296444484164) | > loss_kl: 4.418318271636963 (3.2297516890934537) | > loss_feat: 7.614199638366699 (6.339198725564139) | > loss_mel: 19.103565216064453 (17.7342164175851) | > loss_duration: 2.6120877265930176 (2.454977171761649) | > loss_1: 36.59172821044922 (32.411573682512554)  --> STEP: 8 | > loss_disc: 2.3956620693206787 (2.354765474796295) | > loss_disc_real_0: 0.16425687074661255 (0.16656095162034035) | > loss_disc_real_1: 0.23064950108528137 (0.2622781377285719) | > loss_disc_real_2: 0.2363850176334381 (0.2175158318132162) | > loss_disc_real_3: 0.216006338596344 (0.24901651591062546) | > loss_disc_real_4: 0.16057997941970825 (0.2255412507802248) | > loss_disc_real_5: 0.18395745754241943 (0.20775944739580154) | > loss_0: 2.3956620693206787 (2.354765474796295) | > loss_gen: 2.311875820159912 (2.6107354164123535) | > loss_kl: 3.321627378463745 (3.24123615026474) | > loss_feat: 9.120033264160156 (6.686803042888641) | > loss_mel: 18.38995933532715 (17.816184282302856) | > loss_duration: 2.3109889030456543 (2.4369786381721497) | > loss_1: 35.45448303222656 (32.79193735122681)  --> STEP: 9 | > loss_disc: 2.498784065246582 (2.3707675404018826) | > loss_disc_real_0: 0.17373347282409668 (0.1673578984207577) | > loss_disc_real_1: 0.28659987449645996 (0.2649805529250039) | > loss_disc_real_2: 0.23331813514232635 (0.21927164329422844) | > loss_disc_real_3: 0.25976717472076416 (0.25021103355619645) | > loss_disc_real_4: 0.2002716213464737 (0.2227335141764747) | > loss_disc_real_5: 0.20871427655220032 (0.2078655395242903) | > loss_0: 2.498784065246582 (2.3707675404018826) | > loss_gen: 2.365800380706787 (2.5835204124450684) | > loss_kl: 3.2018439769744873 (3.2368592421213784) | > loss_feat: 8.882050514221191 (6.930719428592258) | > loss_mel: 17.759946823120117 (17.809935675726997) | > loss_duration: 2.2228474617004395 (2.4131862852308483) | > loss_1: 34.43248748779297 (32.97422069973416)  --> STEP: 10 | > loss_disc: 2.5831332206726074 (2.392004108428955) | > loss_disc_real_0: 0.31876474618911743 (0.18249858319759368) | > loss_disc_real_1: 0.26681628823280334 (0.26516412645578386) | > loss_disc_real_2: 0.17418137192726135 (0.21476261615753173) | > loss_disc_real_3: 0.22726662456989288 (0.24791659265756608) | > loss_disc_real_4: 0.2207777500152588 (0.22253793776035308) | > loss_disc_real_5: 0.25092053413391113 (0.21217103898525239) | > loss_0: 2.5831332206726074 (2.392004108428955) | > loss_gen: 2.4017696380615234 (2.5653453350067137) | > loss_kl: 3.0183308124542236 (3.215006399154663) | > loss_feat: 4.6005539894104 (6.697702884674072) | > loss_mel: 13.900372505187988 (17.418979358673095) | > loss_duration: 2.39385986328125 (2.411253643035889) | > loss_1: 26.31488609313965 (32.30828723907471)  --> STEP: 11 | > loss_disc: 2.5160508155822754 (2.4032810818065298) | > loss_disc_real_0: 0.18706496059894562 (0.1829137084158984) | > loss_disc_real_1: 0.27139708399772644 (0.2657307589595968) | > loss_disc_real_2: 0.2027752548456192 (0.21367285603826697) | > loss_disc_real_3: 0.24875733256340027 (0.24799302355809646) | > loss_disc_real_4: 0.2304404228925705 (0.22325634549964557) | > loss_disc_real_5: 0.18169184029102325 (0.20940020274032245) | > loss_0: 2.5160508155822754 (2.4032810818065298) | > loss_gen: 2.4503135681152344 (2.554887901652943) | > loss_kl: 3.90859055519104 (3.2780595042488794) | > loss_feat: 7.014217376708984 (6.726476929404519) | > loss_mel: 15.940709114074707 (17.284591154618695) | > loss_duration: 2.5607399940490723 (2.4248433113098145) | > loss_1: 31.874570846557617 (32.26885847611861)  --> STEP: 12 | > loss_disc: 2.5750443935394287 (2.4175946911176047) | > loss_disc_real_0: 0.13983049988746643 (0.17932344103852907) | > loss_disc_real_1: 0.34785762429237366 (0.27257466440399486) | > loss_disc_real_2: 0.25291168689727783 (0.2169427586098512) | > loss_disc_real_3: 0.2206035852432251 (0.2457105703651905) | > loss_disc_real_4: 0.230078786611557 (0.22382488225897154) | > loss_disc_real_5: 0.25505775213241577 (0.2132049985229969) | > loss_0: 2.5750443935394287 (2.4175946911176047) | > loss_gen: 2.330280303955078 (2.5361706018447876) | > loss_kl: 2.2271273136138916 (3.1904818216959634) | > loss_feat: 6.419320106506348 (6.700880527496338) | > loss_mel: 16.56907081604004 (17.22496445973714) | > loss_duration: 2.2400126457214355 (2.409440755844116) | > loss_1: 29.785812377929688 (32.061937967936196)  --> STEP: 13 | > loss_disc: 2.1883718967437744 (2.399962168473464) | > loss_disc_real_0: 0.17043280601501465 (0.17863954603672028) | > loss_disc_real_1: 0.22911034524440765 (0.2692312552378728) | > loss_disc_real_2: 0.21829454600811005 (0.21704674225587112) | > loss_disc_real_3: 0.23118536174297333 (0.24459324662501997) | > loss_disc_real_4: 0.168344646692276 (0.21955717183076418) | > loss_disc_real_5: 0.15329191088676453 (0.20859629947405595) | > loss_0: 2.1883718967437744 (2.399962168473464) | > loss_gen: 2.8916032314300537 (2.5635115733513465) | > loss_kl: 3.6471259593963623 (3.2256082938267636) | > loss_feat: 10.361703872680664 (6.982482323279748) | > loss_mel: 17.028335571289062 (17.20983916062575) | > loss_duration: 2.328951835632324 (2.403249300443209) | > loss_1: 36.257720947265625 (32.38469050480769)  --> STEP: 14 | > loss_disc: 2.470853805541992 (2.4050258568355014) | > loss_disc_real_0: 0.11902118474245071 (0.17438109165855817) | > loss_disc_real_1: 0.2713657021522522 (0.269383715731757) | > loss_disc_real_2: 0.23573577404022217 (0.21838167309761047) | > loss_disc_real_3: 0.26489558815956116 (0.24604341387748718) | > loss_disc_real_4: 0.252387136220932 (0.22190216928720474) | > loss_disc_real_5: 0.23383471369743347 (0.21039904334715434) | > loss_0: 2.470853805541992 (2.4050258568355014) | > loss_gen: 2.4483590126037598 (2.5552863904408047) | > loss_kl: 4.132170677185059 (3.2903627497809276) | > loss_feat: 6.744839668273926 (6.965507847922189) | > loss_mel: 18.054574966430664 (17.27017743246896) | > loss_duration: 2.41203236579895 (2.4038766622543335) | > loss_1: 33.79197692871094 (32.48521096365793)  --> STEP: 15 | > loss_disc: 2.3681297302246094 (2.402566115061442) | > loss_disc_real_0: 0.11801253259181976 (0.17062318772077562) | > loss_disc_real_1: 0.2808622419834137 (0.2701489508152008) | > loss_disc_real_2: 0.20352977514266968 (0.21739154656728107) | > loss_disc_real_3: 0.26046502590179443 (0.24700485467910765) | > loss_disc_real_4: 0.29232367873191833 (0.22659693658351898) | > loss_disc_real_5: 0.22910623252391815 (0.21164618929227194) | > loss_0: 2.3681297302246094 (2.402566115061442) | > loss_gen: 2.8579177856445312 (2.57546181678772) | > loss_kl: 3.756741523742676 (3.321454668045044) | > loss_feat: 6.612395286560059 (6.941967010498047) | > loss_mel: 17.90157699584961 (17.312270736694337) | > loss_duration: 2.4395275115966797 (2.406253385543823) | > loss_1: 33.56816101074219 (32.55740763346355)  --> STEP: 16 | > loss_disc: 2.704033613204956 (2.4214078336954117) | > loss_disc_real_0: 0.29625800251960754 (0.1784753636457026) | > loss_disc_real_1: 0.332011342048645 (0.27401535026729107) | > loss_disc_real_2: 0.20542296767234802 (0.21664351038634777) | > loss_disc_real_3: 0.2784023880958557 (0.24896720051765442) | > loss_disc_real_4: 0.24642102420330048 (0.22783594205975533) | > loss_disc_real_5: 0.25061002373695374 (0.21408142894506454) | > loss_0: 2.704033613204956 (2.4214078336954117) | > loss_gen: 2.411738395690918 (2.5652291029691696) | > loss_kl: 3.111172914505005 (3.3083120584487915) | > loss_feat: 5.874290466308594 (6.875237226486206) | > loss_mel: 15.465277671813965 (17.196833670139313) | > loss_duration: 2.424020767211914 (2.407363846898079) | > loss_1: 29.286500930786133 (32.35297596454621)  --> STEP: 17 | > loss_disc: 2.4848127365112305 (2.425137533861048) | > loss_disc_real_0: 0.09990168362855911 (0.17385338246822357) | > loss_disc_real_1: 0.2047504037618637 (0.26994094164932475) | > loss_disc_real_2: 0.17288371920585632 (0.21406940502278946) | > loss_disc_real_3: 0.18432846665382385 (0.24516492205507615) | > loss_disc_real_4: 0.17577199637889862 (0.22477335701970494) | > loss_disc_real_5: 0.12507590651512146 (0.2088458099785973) | > loss_0: 2.4848127365112305 (2.425137533861048) | > loss_gen: 2.0184566974639893 (2.5330660202923942) | > loss_kl: 2.643389940261841 (3.2691989926730884) | > loss_feat: 8.637024879455566 (6.978871794307933) | > loss_mel: 18.926179885864258 (17.298559918123132) | > loss_duration: 2.4332242012023926 (2.4088850442100975) | > loss_1: 34.65827560424805 (32.48858182570514)  --> STEP: 18 | > loss_disc: 2.278912305831909 (2.4170139100816517) | > loss_disc_real_0: 0.14679372310638428 (0.1723500680592325) | > loss_disc_real_1: 0.12053347378969193 (0.261640526768234) | > loss_disc_real_2: 0.13152135908603668 (0.20948340247074762) | > loss_disc_real_3: 0.1953301578760147 (0.2423963240451283) | > loss_disc_real_4: 0.1976190209388733 (0.22326478279299206) | > loss_disc_real_5: 0.15740948915481567 (0.20598823659949833) | > loss_0: 2.278912305831909 (2.4170139100816517) | > loss_gen: 2.2183749675750732 (2.515583184030321) | > loss_kl: 2.629547595977783 (3.233662803967794) | > loss_feat: 9.881875038146973 (7.140149752298991) | > loss_mel: 18.522876739501953 (17.366577519310844) | > loss_duration: 2.2341957092285156 (2.3991800811555652) | > loss_1: 35.48686981201172 (32.655153380499954)  --> STEP: 19 | > loss_disc: 2.4356796741485596 (2.4179963187167517) | > loss_disc_real_0: 0.1185680404305458 (0.16951943502614372) | > loss_disc_real_1: 0.20771081745624542 (0.25880212101497146) | > loss_disc_real_2: 0.27669304609298706 (0.213020752135076) | > loss_disc_real_3: 0.348614364862442 (0.24798674724603953) | > loss_disc_real_4: 0.32235100865364075 (0.22847984731197357) | > loss_disc_real_5: 0.24178068339824677 (0.20787204958890615) | > loss_0: 2.4356796741485596 (2.4179963187167517) | > loss_gen: 2.7624645233154297 (2.5285769387295374) | > loss_kl: 2.606760263442993 (3.200667933413857) | > loss_feat: 5.741831302642822 (7.06655404442235) | > loss_mel: 16.630123138427734 (17.32781676242226) | > loss_duration: 2.3888838291168213 (2.398638173153526) | > loss_1: 30.130062103271484 (32.52225383959319)  --> STEP: 20 | > loss_disc: 2.188998222351074 (2.4065464138984676) | > loss_disc_real_0: 0.13737896084785461 (0.16791241131722928) | > loss_disc_real_1: 0.2267104536294937 (0.2571975376456976) | > loss_disc_real_2: 0.12855644524097443 (0.20879753679037094) | > loss_disc_real_3: 0.16961516439914703 (0.24406816810369492) | > loss_disc_real_4: 0.18477508425712585 (0.2262946091592312) | > loss_disc_real_5: 0.11842897534370422 (0.20339989587664603) | > loss_0: 2.188998222351074 (2.4065464138984676) | > loss_gen: 2.6864025592803955 (2.5364682197570803) | > loss_kl: 2.6317508220672607 (3.172222077846527) | > loss_feat: 9.33112621307373 (7.17978265285492) | > loss_mel: 18.071781158447266 (17.36501498222351) | > loss_duration: 2.2694714069366455 (2.3921798348426817) | > loss_1: 34.99053192138672 (32.645667743682864)  --> STEP: 21 | > loss_disc: 2.2702157497406006 (2.4000544775099977) | > loss_disc_real_0: 0.12213350832462311 (0.16573246355567658) | > loss_disc_real_1: 0.2694340646266937 (0.2577802294066974) | > loss_disc_real_2: 0.20321790874004364 (0.20853184021654583) | > loss_disc_real_3: 0.2934902012348175 (0.246421598252796) | > loss_disc_real_4: 0.22798310220241547 (0.226375013589859) | > loss_disc_real_5: 0.16475094854831696 (0.2015594698133923) | > loss_0: 2.2702157497406006 (2.4000544775099977) | > loss_gen: 2.4689183235168457 (2.533251558031355) | > loss_kl: 2.2321083545684814 (3.1274547576904297) | > loss_feat: 5.099277496337891 (7.080710978735061) | > loss_mel: 15.204041481018066 (17.26211148216611) | > loss_duration: 2.156775951385498 (2.3809701261066256) | > loss_1: 27.161121368408203 (32.38449886866978)  --> STEP: 22 | > loss_disc: 2.2539026737213135 (2.3934112137014214) | > loss_disc_real_0: 0.10725991427898407 (0.163074620406736) | > loss_disc_real_1: 0.1659056544303894 (0.2536041123623198) | > loss_disc_real_2: 0.1543961763381958 (0.20607112822207538) | > loss_disc_real_3: 0.22911308705806732 (0.2456348477439447) | > loss_disc_real_4: 0.21763688325881958 (0.22597782584753903) | > loss_disc_real_5: 0.16422763466835022 (0.19986256821589035) | > loss_0: 2.2539026737213135 (2.3934112137014214) | > loss_gen: 2.300795316696167 (2.522685365243392) | > loss_kl: 2.137254476547241 (3.082445654002103) | > loss_feat: 7.09968900680542 (7.081573616374623) | > loss_mel: 17.347469329833984 (17.265991384332832) | > loss_duration: 2.2410385608673096 (2.374609600413929) | > loss_1: 31.126245498657227 (32.32730553366921)  --> STEP: 23 | > loss_disc: 2.625073194503784 (2.403483473736307) | > loss_disc_real_0: 0.2042589634656906 (0.1648652440179949) | > loss_disc_real_1: 0.340570867061615 (0.2573852756101152) | > loss_disc_real_2: 0.22414276003837585 (0.20685685134452322) | > loss_disc_real_3: 0.3376002907752991 (0.24963334526704706) | > loss_disc_real_4: 0.23195597529411316 (0.22623774538869443) | > loss_disc_real_5: 0.28434497117996216 (0.20353571617085) | > loss_0: 2.625073194503784 (2.403483473736307) | > loss_gen: 2.705512046813965 (2.5306343513986347) | > loss_kl: 2.739762783050537 (3.0675463987433393) | > loss_feat: 6.1841840744018555 (7.042556679767111) | > loss_mel: 15.240039825439453 (17.177906533946164) | > loss_duration: 2.286684036254883 (2.370786749798319) | > loss_1: 29.15618324279785 (32.189430651457414)  --> STEP: 24 | > loss_disc: 2.3879103660583496 (2.402834594249726) | > loss_disc_real_0: 0.17630596458911896 (0.1653419407084584) | > loss_disc_real_1: 0.24508005380630493 (0.25687255803495646) | > loss_disc_real_2: 0.1965695172548294 (0.20642821242411932) | > loss_disc_real_3: 0.23169057071208954 (0.2488857296605905) | > loss_disc_real_4: 0.23427526652812958 (0.22657264210283756) | > loss_disc_real_5: 0.21843205392360687 (0.2041563969105482) | > loss_0: 2.3879103660583496 (2.402834594249726) | > loss_gen: 2.793551445007324 (2.541589230298997) | > loss_kl: 2.4761948585510254 (3.0429067512353263) | > loss_feat: 6.622149467468262 (7.025039712587993) | > loss_mel: 16.53046417236328 (17.15092976888021) | > loss_duration: 2.414724826812744 (2.372617503007253) | > loss_1: 30.83708381652832 (32.1330828666687)  --> STEP: 25 | > loss_disc: 2.4819414615631104 (2.405998868942261) | > loss_disc_real_0: 0.21355123817920685 (0.16727031260728834) | > loss_disc_real_1: 0.2100142389535904 (0.2549982252717018) | > loss_disc_real_2: 0.2243022322654724 (0.20714317321777342) | > loss_disc_real_3: 0.24938133358955383 (0.24890555381774904) | > loss_disc_real_4: 0.22000086307525635 (0.22630977094173432) | > loss_disc_real_5: 0.25111010670661926 (0.20603454530239104) | > loss_0: 2.4819414615631104 (2.405998868942261) | > loss_gen: 2.4432568550109863 (2.5376559352874763) | > loss_kl: 2.687375545501709 (3.0286855030059816) | > loss_feat: 6.720749378204346 (7.012868099212646) | > loss_mel: 15.619550704956055 (17.089674606323243) | > loss_duration: 2.4289209842681885 (2.3748696422576905) | > loss_1: 29.899852752685547 (32.043753662109374)  --> STEP: 26 | > loss_disc: 2.811162233352661 (2.421582075265738) | > loss_disc_real_0: 0.23393337428569794 (0.16983427651799637) | > loss_disc_real_1: 0.2946191132068634 (0.25652210557690036) | > loss_disc_real_2: 0.20481060445308685 (0.20705345903451627) | > loss_disc_real_3: 0.2674822509288788 (0.2496200421681771) | > loss_disc_real_4: 0.2515644133090973 (0.22728110334047905) | > loss_disc_real_5: 0.22378119826316833 (0.20671710887780556) | > loss_0: 2.811162233352661 (2.421582075265738) | > loss_gen: 2.203504800796509 (2.5248039685762858) | > loss_kl: 2.3837056159973145 (3.003878584274879) | > loss_feat: 10.82740592956543 (7.159581092687754) | > loss_mel: 12.286520957946777 (16.90493792753953) | > loss_duration: 2.296642541885376 (2.371860907627986) | > loss_1: 29.997777938842773 (31.96506228813758) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026567532466008114 (+8.62891857440649e-05) | > avg_loss_disc: 2.421582075265738 (+0.0023697431270894853) | > avg_loss_disc_real_0: 0.16983427651799637 (+0.03018533696348849) | > avg_loss_disc_real_1: 0.25652210557690036 (+0.08544102038901588) | > avg_loss_disc_real_2: 0.20705345903451627 (-0.018186198404202075) | > avg_loss_disc_real_3: 0.2496200421681771 (-0.016362282519156973) | > avg_loss_disc_real_4: 0.22728110334047905 (-0.0029130397507777517) | > avg_loss_disc_real_5: 0.20671710887780556 (-0.011813343144380123) | > avg_loss_0: 2.421582075265738 (+0.0023697431270894853) | > avg_loss_gen: 2.5248039685762858 (+0.18923950195312544) | > avg_loss_kl: 3.003878584274879 (-0.1353730605198784) | > avg_loss_feat: 7.159581092687754 (+0.06299981704125024) | > avg_loss_mel: 16.90493792753953 (-0.6178408402663003) | > avg_loss_duration: 2.371860907627986 (-0.000705352196326281) | > avg_loss_1: 31.96506228813758 (-0.5016797139094393)  > EPOCH: 952/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:28:45)   --> TIME: 2024-06-12 09:28:52 -- STEP: 14/330 -- GLOBAL_STEP: 402175 | > loss_disc: 2.3088161945343018 (2.313303998538426) | > loss_disc_real_0: 0.08574379235506058 (0.09459288790822029) | > loss_disc_real_1: 0.17566430568695068 (0.1929487500871931) | > loss_disc_real_2: 0.19946804642677307 (0.20401474514177867) | > loss_disc_real_3: 0.2600358724594116 (0.22681067245347158) | > loss_disc_real_4: 0.2364928126335144 (0.23158609654222215) | > loss_disc_real_5: 0.22225157916545868 (0.22557935118675232) | > loss_0: 2.3088161945343018 (2.313303998538426) | > grad_norm_0: tensor(6.8970, device='cuda:0') (tensor(9.5246, device='cuda:0')) | > loss_gen: 2.6123123168945312 (2.520272203854152) | > loss_kl: 1.813610553741455 (1.866362111909049) | > loss_feat: 7.220926284790039 (6.919145958764212) | > loss_mel: 16.543243408203125 (17.28555706569127) | > loss_duration: 1.99815034866333 (2.0458448699542457) | > loss_1: 30.188241958618164 (30.637181963239396) | > grad_norm_1: tensor(118.9442, device='cuda:0') (tensor(92.5916, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3553 (0.3610869475773403) | > loader_time: 0.003 (0.0031683615275791715)  --> TIME: 2024-06-12 09:29:01 -- STEP: 39/330 -- GLOBAL_STEP: 402200 | > loss_disc: 2.306436777114868 (2.307775479096632) | > loss_disc_real_0: 0.11352474987506866 (0.09977648502741103) | > loss_disc_real_1: 0.21106363832950592 (0.19137294437640753) | > loss_disc_real_2: 0.19444771111011505 (0.2032018636281674) | > loss_disc_real_3: 0.19236791133880615 (0.2269868613817753) | > loss_disc_real_4: 0.22092343866825104 (0.23278397741990212) | > loss_disc_real_5: 0.23707683384418488 (0.22587076670084244) | > loss_0: 2.306436777114868 (2.307775479096632) | > grad_norm_0: tensor(8.2341, device='cuda:0') (tensor(8.4285, device='cuda:0')) | > loss_gen: 2.5785789489746094 (2.532479683558146) | > loss_kl: 2.0631563663482666 (1.9015587690549018) | > loss_feat: 7.342185020446777 (6.997177234062781) | > loss_mel: 16.78866195678711 (17.16871090424367) | > loss_duration: 1.9796438217163086 (1.991247867926573) | > loss_1: 30.752227783203125 (30.591174541375576) | > grad_norm_1: tensor(100.2694, device='cuda:0') (tensor(77.6512, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3634 (0.35820849125201887) | > loader_time: 0.0032 (0.0032590535970834587)  --> TIME: 2024-06-12 09:29:10 -- STEP: 64/330 -- GLOBAL_STEP: 402225 | > loss_disc: 2.4146203994750977 (2.328586619347333) | > loss_disc_real_0: 0.13151061534881592 (0.1025100719416514) | > loss_disc_real_1: 0.1997852623462677 (0.1928869467228651) | > loss_disc_real_2: 0.20805665850639343 (0.20585151994600892) | > loss_disc_real_3: 0.24236109852790833 (0.22801771759986877) | > loss_disc_real_4: 0.2630847096443176 (0.2315985516179353) | > loss_disc_real_5: 0.2413012683391571 (0.22444474324584007) | > loss_0: 2.4146203994750977 (2.328586619347333) | > grad_norm_0: tensor(14.2326, device='cuda:0') (tensor(8.5354, device='cuda:0')) | > loss_gen: 2.473006010055542 (2.5272946804761895) | > loss_kl: 2.045905828475952 (1.9244819972664118) | > loss_feat: 6.777773380279541 (7.072530567646027) | > loss_mel: 17.10929298400879 (17.18602558970452) | > loss_duration: 1.9846875667572021 (1.977390494197607) | > loss_1: 30.39066505432129 (30.687723398208618) | > grad_norm_1: tensor(226.4555, device='cuda:0') (tensor(95.4830, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3497 (0.360398568212986) | > loader_time: 0.0035 (0.003385186195373535)  --> TIME: 2024-06-12 09:29:20 -- STEP: 89/330 -- GLOBAL_STEP: 402250 | > loss_disc: 2.3094675540924072 (2.3391056971603557) | > loss_disc_real_0: 0.08967754244804382 (0.10524659042947748) | > loss_disc_real_1: 0.19948309659957886 (0.19288305737329334) | > loss_disc_real_2: 0.20500732958316803 (0.20640351882811347) | > loss_disc_real_3: 0.230967715382576 (0.2285320588042227) | > loss_disc_real_4: 0.228385791182518 (0.23281964442033445) | > loss_disc_real_5: 0.23569972813129425 (0.22605908871366737) | > loss_0: 2.3094675540924072 (2.3391056971603557) | > grad_norm_0: tensor(8.0913, device='cuda:0') (tensor(8.5474, device='cuda:0')) | > loss_gen: 2.437735080718994 (2.5133268484908546) | > loss_kl: 2.1319143772125244 (1.9501660780960255) | > loss_feat: 6.192683696746826 (7.0317099817683175) | > loss_mel: 16.18701171875 (17.132089786315237) | > loss_duration: 1.9938864707946777 (1.9739679727661477) | > loss_1: 28.9432315826416 (30.601260774590997) | > grad_norm_1: tensor(158.2894, device='cuda:0') (tensor(104.1132, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3949 (0.3647185898898693) | > loader_time: 0.0041 (0.003547304132011499)  --> TIME: 2024-06-12 09:29:41 -- STEP: 114/330 -- GLOBAL_STEP: 402275 | > loss_disc: 2.342366933822632 (2.344626997646532) | > loss_disc_real_0: 0.10863678902387619 (0.10771951281972099) | > loss_disc_real_1: 0.18414011597633362 (0.19408182943599267) | > loss_disc_real_2: 0.20705702900886536 (0.20761843561603316) | > loss_disc_real_3: 0.25276777148246765 (0.22834781230541698) | > loss_disc_real_4: 0.24196778237819672 (0.23255085147786558) | > loss_disc_real_5: 0.2244073748588562 (0.225229561198176) | > loss_0: 2.342366933822632 (2.344626997646532) | > grad_norm_0: tensor(9.0274, device='cuda:0') (tensor(8.5844, device='cuda:0')) | > loss_gen: 2.5467801094055176 (2.507336606059159) | > loss_kl: 2.1550610065460205 (1.9684876496331734) | > loss_feat: 6.746899604797363 (7.009053088071052) | > loss_mel: 17.104507446289062 (17.10760196886565) | > loss_duration: 1.997249960899353 (1.9774224402611715) | > loss_1: 30.55049705505371 (30.56990186791671) | > grad_norm_1: tensor(73.5737, device='cuda:0') (tensor(101.2577, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3678 (0.37012694383922384) | > loader_time: 0.4735 (0.10477113932893987)  --> TIME: 2024-06-12 09:30:00 -- STEP: 139/330 -- GLOBAL_STEP: 402300 | > loss_disc: 2.350052833557129 (2.350727626745649) | > loss_disc_real_0: 0.10954059660434723 (0.11005166966280493) | > loss_disc_real_1: 0.17514203488826752 (0.19405781343686496) | > loss_disc_real_2: 0.1728464961051941 (0.20806769651474716) | > loss_disc_real_3: 0.21706834435462952 (0.22906413116901042) | > loss_disc_real_4: 0.21270330250263214 (0.23207766439417282) | > loss_disc_real_5: 0.19911834597587585 (0.22553605848936725) | > loss_0: 2.350052833557129 (2.350727626745649) | > grad_norm_0: tensor(4.5868, device='cuda:0') (tensor(8.7879, device='cuda:0')) | > loss_gen: 2.4142932891845703 (2.4969689091332534) | > loss_kl: 2.0978493690490723 (1.9832339226770743) | > loss_feat: 7.5576252937316895 (6.997842967081412) | > loss_mel: 16.811344146728516 (17.116052016937477) | > loss_duration: 2.052522897720337 (1.9841714454211776) | > loss_1: 30.933635711669922 (30.57826935473106) | > grad_norm_1: tensor(60.5716, device='cuda:0') (tensor(104.1799, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3854 (0.3723432640377567) | > loader_time: 0.0044 (0.15283381338599775)  --> TIME: 2024-06-12 09:30:11 -- STEP: 164/330 -- GLOBAL_STEP: 402325 | > loss_disc: 2.5283586978912354 (2.3541600573353643) | > loss_disc_real_0: 0.14523357152938843 (0.11185750892249549) | > loss_disc_real_1: 0.229871928691864 (0.19474819729604365) | > loss_disc_real_2: 0.1980780065059662 (0.20956661461330045) | > loss_disc_real_3: 0.23805871605873108 (0.22847520714489425) | > loss_disc_real_4: 0.2619319558143616 (0.23213991813543366) | > loss_disc_real_5: 0.26855459809303284 (0.22502087211100066) | > loss_0: 2.5283586978912354 (2.3541600573353643) | > grad_norm_0: tensor(8.7847, device='cuda:0') (tensor(9.1257, device='cuda:0')) | > loss_gen: 2.3561339378356934 (2.493903285119593) | > loss_kl: 2.067669153213501 (1.999038617785384) | > loss_feat: 6.3011627197265625 (7.002772171322891) | > loss_mel: 16.01803207397461 (17.118829453863754) | > loss_duration: 2.0645601749420166 (1.9884599948801644) | > loss_1: 28.807558059692383 (30.603003594933487) | > grad_norm_1: tensor(146.6180, device='cuda:0') (tensor(117.1640, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.3949 (0.3755760178333376) | > loader_time: 0.0831 (0.13519545735382457)  --> TIME: 2024-06-12 09:30:24 -- STEP: 189/330 -- GLOBAL_STEP: 402350 | > loss_disc: 2.279205322265625 (2.356764426307072) | > loss_disc_real_0: 0.1283978521823883 (0.11299354657924995) | > loss_disc_real_1: 0.17633983492851257 (0.19513372824620942) | > loss_disc_real_2: 0.20361940562725067 (0.20948904918299785) | > loss_disc_real_3: 0.2653059959411621 (0.22929633065821634) | > loss_disc_real_4: 0.22619526088237762 (0.23234095357397877) | > loss_disc_real_5: 0.2101372629404068 (0.22351999525670652) | > loss_0: 2.279205322265625 (2.356764426307072) | > grad_norm_0: tensor(33.4652, device='cuda:0') (tensor(10.4645, device='cuda:0')) | > loss_gen: 2.651491403579712 (2.4875629225735962) | > loss_kl: 2.113845109939575 (2.0078940675372166) | > loss_feat: 7.009112358093262 (6.971838938496099) | > loss_mel: 16.806344985961914 (17.070304149042368) | > loss_duration: 2.084841012954712 (1.9967213004985183) | > loss_1: 30.665634155273438 (30.534321446898122) | > grad_norm_1: tensor(60.7127, device='cuda:0') (tensor(142.8615, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.4112 (0.3790601157637501) | > loader_time: 0.2636 (0.13123515421751322)  --> TIME: 2024-06-12 09:30:36 -- STEP: 214/330 -- GLOBAL_STEP: 402375 | > loss_disc: 2.342442274093628 (2.353552874003614) | > loss_disc_real_0: 0.10821039229631424 (0.11357537900733057) | > loss_disc_real_1: 0.22998303174972534 (0.19475867682806794) | > loss_disc_real_2: 0.22496357560157776 (0.21024633059713332) | > loss_disc_real_3: 0.2415694147348404 (0.22884328266449064) | > loss_disc_real_4: 0.2493152916431427 (0.23232185652601384) | > loss_disc_real_5: 0.19315513968467712 (0.22189947579787156) | > loss_0: 2.342442274093628 (2.353552874003614) | > grad_norm_0: tensor(27.4705, device='cuda:0') (tensor(12.4304, device='cuda:0')) | > loss_gen: 2.4917972087860107 (2.500071301638525) | > loss_kl: 2.0423924922943115 (2.016267409391492) | > loss_feat: 6.412641525268555 (6.9944613782044875) | > loss_mel: 15.902412414550781 (17.039633666243503) | > loss_duration: 2.1173863410949707 (2.0052946516286547) | > loss_1: 28.966629028320312 (30.55572846671131) | > grad_norm_1: tensor(450.4720, device='cuda:0') (tensor(171.4843, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.4053 (0.38276447536789376) | > loader_time: 0.0949 (0.12718661366222067)  --> TIME: 2024-06-12 09:30:49 -- STEP: 239/330 -- GLOBAL_STEP: 402400 | > loss_disc: 2.331533432006836 (2.3552616161282582) | > loss_disc_real_0: 0.08877979218959808 (0.11446280986320025) | > loss_disc_real_1: 0.17932571470737457 (0.19483210788611083) | > loss_disc_real_2: 0.2483120858669281 (0.21054197704442876) | > loss_disc_real_3: 0.24501633644104004 (0.22912126405468547) | > loss_disc_real_4: 0.24539265036582947 (0.2321164897919699) | > loss_disc_real_5: 0.21278595924377441 (0.22105388125116357) | > loss_0: 2.331533432006836 (2.3552616161282582) | > grad_norm_0: tensor(17.0483, device='cuda:0') (tensor(14.7061, device='cuda:0')) | > loss_gen: 2.7324748039245605 (2.5049810728767445) | > loss_kl: 1.9188270568847656 (2.0181168247965084) | > loss_feat: 6.962235450744629 (7.015435777448709) | > loss_mel: 16.573625564575195 (17.005130636143388) | > loss_duration: 2.0679242610931396 (2.0142087218152933) | > loss_1: 30.255088806152344 (30.55787311537994) | > grad_norm_1: tensor(403.3512, device='cuda:0') (tensor(197.0647, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.4152 (0.3880084508632517) | > loader_time: 0.0755 (0.12232662045307245)  --> TIME: 2024-06-12 09:31:03 -- STEP: 264/330 -- GLOBAL_STEP: 402425 | > loss_disc: 2.28749942779541 (2.3583665968793808) | > loss_disc_real_0: 0.11313971877098083 (0.116579234092073) | > loss_disc_real_1: 0.22306913137435913 (0.19518712778208827) | > loss_disc_real_2: 0.17594154179096222 (0.21047884005714548) | > loss_disc_real_3: 0.2087518721818924 (0.22909933909999602) | > loss_disc_real_4: 0.1997869312763214 (0.23178587949862986) | > loss_disc_real_5: 0.19107685983181 (0.22097367454658853) | > loss_0: 2.28749942779541 (2.3583665968793808) | > grad_norm_0: tensor(32.8184, device='cuda:0') (tensor(15.9415, device='cuda:0')) | > loss_gen: 2.4426448345184326 (2.499359152533793) | > loss_kl: 2.0281879901885986 (2.024686588030872) | > loss_feat: 7.096325397491455 (7.016202417286959) | > loss_mel: 16.957942962646484 (16.96775405695945) | > loss_duration: 2.142099618911743 (2.022667719559237) | > loss_1: 30.667200088500977 (30.5306699998451) | > grad_norm_1: tensor(552.5421, device='cuda:0') (tensor(214.0858, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.443 (0.39242220376477105) | > loader_time: 0.0579 (0.118715527382764)  --> TIME: 2024-06-12 09:31:16 -- STEP: 289/330 -- GLOBAL_STEP: 402450 | > loss_disc: 2.41884446144104 (2.3589324951171875) | > loss_disc_real_0: 0.14817239344120026 (0.11727020992642868) | > loss_disc_real_1: 0.20846064388751984 (0.1953687512132123) | > loss_disc_real_2: 0.20977966487407684 (0.210710631316096) | > loss_disc_real_3: 0.20428314805030823 (0.22900253199169793) | > loss_disc_real_4: 0.2507387399673462 (0.23185760752140033) | > loss_disc_real_5: 0.22369252145290375 (0.2208168987171872) | > loss_0: 2.41884446144104 (2.3589324951171875) | > grad_norm_0: tensor(41.3102, device='cuda:0') (tensor(16.9849, device='cuda:0')) | > loss_gen: 2.279222011566162 (2.4974221836736885) | > loss_kl: 1.9664047956466675 (2.0278454185769625) | > loss_feat: 5.921645164489746 (7.015223562511192) | > loss_mel: 15.043293952941895 (16.915715187891138) | > loss_duration: 2.171431541442871 (2.032834453153776) | > loss_1: 27.381996154785156 (30.489040863142705) | > grad_norm_1: tensor(466.3653, device='cuda:0') (tensor(230.6855, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.4657 (0.3976528182574209) | > loader_time: 0.0853 (0.11500933921048391)  --> TIME: 2024-06-12 09:31:30 -- STEP: 314/330 -- GLOBAL_STEP: 402475 | > loss_disc: 2.499415397644043 (2.365233822233358) | > loss_disc_real_0: 0.1416264772415161 (0.11880758634892999) | > loss_disc_real_1: 0.2177288681268692 (0.1959713633367969) | > loss_disc_real_2: 0.21648508310317993 (0.21100453396511695) | > loss_disc_real_3: 0.20571956038475037 (0.22926220145954448) | > loss_disc_real_4: 0.31755274534225464 (0.23211625688205098) | > loss_disc_real_5: 0.252346396446228 (0.2206976673785288) | > loss_0: 2.499415397644043 (2.365233822233358) | > grad_norm_0: tensor(39.1776, device='cuda:0') (tensor(18.6660, device='cuda:0')) | > loss_gen: 2.507392406463623 (2.492512605752158) | > loss_kl: 2.054136037826538 (2.032930099280775) | > loss_feat: 7.538188934326172 (7.01485073946084) | > loss_mel: 16.62508773803711 (16.879046291302725) | > loss_duration: 2.2435340881347656 (2.0459752151161257) | > loss_1: 30.968339920043945 (30.465315010896912) | > grad_norm_1: tensor(503.2803, device='cuda:0') (tensor(247.5017, device='cuda:0')) | > current_lr_0: 0.0001775602394331298 | > current_lr_1: 0.0001775602394331298 | > step_time: 0.5297 (0.4058899985756843) | > loader_time: 0.0639 (0.11064570648655016)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5462541580200195 (2.5462541580200195) | > loss_disc_real_0: 0.08595840632915497 (0.08595840632915497) | > loss_disc_real_1: 0.22528764605522156 (0.22528764605522156) | > loss_disc_real_2: 0.1775553673505783 (0.1775553673505783) | > loss_disc_real_3: 0.2552393078804016 (0.2552393078804016) | > loss_disc_real_4: 0.2709847390651703 (0.2709847390651703) | > loss_disc_real_5: 0.23146581649780273 (0.23146581649780273) | > loss_0: 2.5462541580200195 (2.5462541580200195) | > loss_gen: 2.241177558898926 (2.241177558898926) | > loss_kl: 3.0556082725524902 (3.0556082725524902) | > loss_feat: 6.953608989715576 (6.953608989715576) | > loss_mel: 15.745810508728027 (15.745810508728027) | > loss_duration: 2.99068546295166 (2.99068546295166) | > loss_1: 30.986888885498047 (30.986888885498047)  --> STEP: 1 | > loss_disc: 2.48529314994812 (2.48529314994812) | > loss_disc_real_0: 0.12568238377571106 (0.12568238377571106) | > loss_disc_real_1: 0.21117645502090454 (0.21117645502090454) | > loss_disc_real_2: 0.16206039488315582 (0.16206039488315582) | > loss_disc_real_3: 0.22868110239505768 (0.22868110239505768) | > loss_disc_real_4: 0.3093406558036804 (0.3093406558036804) | > loss_disc_real_5: 0.2804037034511566 (0.2804037034511566) | > loss_0: 2.48529314994812 (2.48529314994812) | > loss_gen: 2.2913153171539307 (2.2913153171539307) | > loss_kl: 2.3988029956817627 (2.3988029956817627) | > loss_feat: 5.872893333435059 (5.872893333435059) | > loss_mel: 17.318843841552734 (17.318843841552734) | > loss_duration: 2.6051578521728516 (2.6051578521728516) | > loss_1: 30.48701286315918 (30.48701286315918)  --> STEP: 2 | > loss_disc: 2.2573440074920654 (2.3713185787200928) | > loss_disc_real_0: 0.08762483298778534 (0.1066536083817482) | > loss_disc_real_1: 0.2310035228729248 (0.22108998894691467) | > loss_disc_real_2: 0.16630375385284424 (0.16418207436800003) | > loss_disc_real_3: 0.28613969683647156 (0.2574103996157646) | > loss_disc_real_4: 0.26555365324020386 (0.28744715452194214) | > loss_disc_real_5: 0.22479510307312012 (0.25259940326213837) | > loss_0: 2.2573440074920654 (2.3713185787200928) | > loss_gen: 2.659149646759033 (2.475232481956482) | > loss_kl: 2.634014368057251 (2.516408681869507) | > loss_feat: 6.1380157470703125 (6.0054545402526855) | > loss_mel: 18.028993606567383 (17.67391872406006) | > loss_duration: 2.526785373687744 (2.565971612930298) | > loss_1: 31.986957550048828 (31.236985206604004)  --> STEP: 3 | > loss_disc: 2.3067195415496826 (2.349785566329956) | > loss_disc_real_0: 0.08850890398025513 (0.1006053735812505) | > loss_disc_real_1: 0.12063504755496979 (0.18760500848293304) | > loss_disc_real_2: 0.137789785861969 (0.15538464486598969) | > loss_disc_real_3: 0.23306326568126678 (0.24929468830426535) | > loss_disc_real_4: 0.23924650251865387 (0.27138027052084607) | > loss_disc_real_5: 0.19480645656585693 (0.2333350876967112) | > loss_0: 2.3067195415496826 (2.349785566329956) | > loss_gen: 2.1530134677886963 (2.3678261439005532) | > loss_kl: 3.663621425628662 (2.898812929789225) | > loss_feat: 6.121249198913574 (6.044052759806315) | > loss_mel: 17.090925216674805 (17.47958755493164) | > loss_duration: 2.507201910018921 (2.546381711959839) | > loss_1: 31.5360107421875 (31.336660385131836)  --> STEP: 4 | > loss_disc: 2.511824369430542 (2.3902952671051025) | > loss_disc_real_0: 0.1671450138092041 (0.1172402836382389) | > loss_disc_real_1: 0.22200405597686768 (0.1962047703564167) | > loss_disc_real_2: 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loss_disc_real_5: 0.25668787956237793 (0.2411314845085144) | > loss_0: 2.4900388717651367 (2.4102439880371094) | > loss_gen: 2.7009928226470947 (2.421369791030884) | > loss_kl: 3.0438735485076904 (3.2066446781158446) | > loss_feat: 5.572257995605469 (5.843034553527832) | > loss_mel: 18.260847091674805 (17.690495681762695) | > loss_duration: 2.351309299468994 (2.4876948833465575) | > loss_1: 31.92928123474121 (31.649239349365235)  --> STEP: 6 | > loss_disc: 2.4516351222991943 (2.4171425104141235) | > loss_disc_real_0: 0.13163535296916962 (0.13540281355381012) | > loss_disc_real_1: 0.23430028557777405 (0.21569550782442093) | > loss_disc_real_2: 0.24036163091659546 (0.18741081903378168) | > loss_disc_real_3: 0.2829395532608032 (0.26459477345148724) | > loss_disc_real_4: 0.24483223259449005 (0.2768221398194631) | > loss_disc_real_5: 0.2219972312450409 (0.23794244229793549) | > loss_0: 2.4516351222991943 (2.4171425104141235) | > loss_gen: 2.4251608848571777 (2.4220016400019326) | > loss_kl: 2.9980127811431885 (3.171872695287069) | > loss_feat: 5.352163791656494 (5.761222759882609) | > loss_mel: 17.715002059936523 (17.694580078125) | > loss_duration: 2.186476230621338 (2.437491774559021) | > loss_1: 30.676815032958984 (31.48716862996419)  --> STEP: 7 | > loss_disc: 2.269322156906128 (2.3960253170558383) | > loss_disc_real_0: 0.11165840923786163 (0.1320107557943889) | > loss_disc_real_1: 0.20989474654197693 (0.21486682764121465) | > loss_disc_real_2: 0.28207215666770935 (0.20093386726719992) | > loss_disc_real_3: 0.2634890079498291 (0.2644368069512503) | > loss_disc_real_4: 0.22902950644493103 (0.26999462076595854) | > loss_disc_real_5: 0.2251056283712387 (0.2361086117369788) | > loss_0: 2.269322156906128 (2.3960253170558383) | > loss_gen: 2.918269157409668 (2.492896999631609) | > loss_kl: 3.9579498767852783 (3.2841694355010986) | > loss_feat: 6.779866695404053 (5.906743322099958) | > loss_mel: 16.40426254272461 (17.51024900163923) | > loss_duration: 2.5972800254821777 (2.4603186675480435) | > loss_1: 32.65762710571289 (31.654376983642578)  --> STEP: 8 | > loss_disc: 2.4801132678985596 (2.4065363109111786) | > loss_disc_real_0: 0.190437912940979 (0.13931415043771267) | > loss_disc_real_1: 0.24463625252246857 (0.21858800575137138) | > loss_disc_real_2: 0.19603243470191956 (0.20032118819653988) | > loss_disc_real_3: 0.35304951667785645 (0.2755133956670761) | > loss_disc_real_4: 0.29021528363227844 (0.2725222036242485) | > loss_disc_real_5: 0.23108579218387604 (0.23548075929284096) | > loss_0: 2.4801132678985596 (2.4065363109111786) | > loss_gen: 2.848133087158203 (2.5373015105724335) | > loss_kl: 3.324639320373535 (3.289228171110153) | > loss_feat: 8.25272274017334 (6.199990749359131) | > loss_mel: 18.123353958129883 (17.58688712120056) | > loss_duration: 2.303226947784424 (2.440682202577591) | > loss_1: 34.85207748413086 (32.05408954620361)  --> STEP: 9 | > loss_disc: 2.844717025756836 (2.4552230570051403) | > loss_disc_real_0: 0.24305196106433868 (0.15084057384067112) | > loss_disc_real_1: 0.16872794926166534 (0.21304799947473738) | > loss_disc_real_2: 0.1958797127008438 (0.19982769091924033) | > loss_disc_real_3: 0.21406719088554382 (0.2686860395802392) | > loss_disc_real_4: 0.43498826026916504 (0.2905739876959059) | > loss_disc_real_5: 0.4808781147003174 (0.2627471321158939) | > loss_0: 2.844717025756836 (2.4552230570051403) | > loss_gen: 2.4800326824188232 (2.5309383074442544) | > loss_kl: 2.4189584255218506 (3.192531532711453) | > loss_feat: 11.042168617248535 (6.7380105124579535) | > loss_mel: 19.07585906982422 (17.752328448825413) | > loss_duration: 2.201533317565918 (2.4141101042429605) | > loss_1: 37.21855545043945 (32.627919091118706)  --> STEP: 10 | > loss_disc: 2.3562912940979004 (2.4453298807144166) | > loss_disc_real_0: 0.113693468272686 (0.14712586328387262) | > loss_disc_real_1: 0.2397664487361908 (0.2157198444008827) | > loss_disc_real_2: 0.25700491666793823 (0.2055454134941101) | > loss_disc_real_3: 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(6.4853595495224) | > loss_mel: 14.724096298217773 (17.376033624013264) | > loss_duration: 2.3123831748962402 (2.4254082838694253) | > loss_1: 28.270360946655273 (32.03743282953898)  --> STEP: 13 | > loss_disc: 2.19877028465271 (2.4356026649475098) | > loss_disc_real_0: 0.10180506855249405 (0.14468956967959037) | > loss_disc_real_1: 0.1741219013929367 (0.20776456250594214) | > loss_disc_real_2: 0.1980137825012207 (0.21104682638094976) | > loss_disc_real_3: 0.2634083926677704 (0.27140499766056353) | > loss_disc_real_4: 0.19696557521820068 (0.2867323389420143) | > loss_disc_real_5: 0.20166243612766266 (0.25559377441039455) | > loss_0: 2.19877028465271 (2.4356026649475098) | > loss_gen: 2.3893892765045166 (2.531465823833759) | > loss_kl: 3.769458770751953 (3.250566464204055) | > loss_feat: 8.905268669128418 (6.671506404876709) | > loss_mel: 16.719953536987305 (17.32556592501127) | > loss_duration: 2.3443970680236816 (2.4191766518812914) | > loss_1: 34.12846755981445 (32.198281654944786)  --> STEP: 14 | > loss_disc: 2.1874446868896484 (2.417877095086234) | > loss_disc_real_0: 0.09719981998205185 (0.14129744470119476) | > loss_disc_real_1: 0.14654989540576935 (0.2033920862845012) | > loss_disc_real_2: 0.21408824622631073 (0.2112640706556184) | > loss_disc_real_3: 0.1958046406507492 (0.2660049721598625) | > loss_disc_real_4: 0.23914407193660736 (0.28333317701305666) | > loss_disc_real_5: 0.14102086424827576 (0.24740999511310036) | > loss_0: 2.1874446868896484 (2.417877095086234) | > loss_gen: 2.312467575073242 (2.515823091779436) | > loss_kl: 3.6843602657318115 (3.2815517357417514) | > loss_feat: 6.815803050994873 (6.681813308170864) | > loss_mel: 18.01696014404297 (17.374951226370676) | > loss_duration: 2.412205457687378 (2.418678709438869) | > loss_1: 33.241798400878906 (32.27281856536865)  --> STEP: 15 | > loss_disc: 2.7209272384643555 (2.4380804379781087) | > loss_disc_real_0: 0.2918402850627899 (0.15133363405863445) | > loss_disc_real_1: 0.30995815992355347 (0.21049649119377137) | > loss_disc_real_2: 0.2700011134147644 (0.21517987350622814) | > loss_disc_real_3: 0.2845591604709625 (0.2672419180472692) | > loss_disc_real_4: 0.2946709394454956 (0.2840890278418859) | > loss_disc_real_5: 0.37009814381599426 (0.25558920502662663) | > loss_0: 2.7209272384643555 (2.4380804379781087) | > loss_gen: 2.745285749435425 (2.531120602289836) | > loss_kl: 3.5935089588165283 (3.3023488839467365) | > loss_feat: 6.226483345031738 (6.651457977294922) | > loss_mel: 16.828311920166016 (17.33850860595703) | > loss_duration: 2.4491524696350098 (2.420710293451945) | > loss_1: 31.842741012573242 (32.244146728515624)  --> STEP: 16 | > loss_disc: 2.468360662460327 (2.4399729520082474) | > loss_disc_real_0: 0.11897015571594238 (0.1493109166622162) | > loss_disc_real_1: 0.17526108026504517 (0.20829427801072598) | > loss_disc_real_2: 0.23039059340953827 (0.216130543500185) | > loss_disc_real_3: 0.2141420692205429 (0.2639231774955988) | > loss_disc_real_4: 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(17.119308471679688) | > loss_duration: 2.308816432952881 (2.4189650217692056) | > loss_1: 34.17441940307617 (32.25833723280165)  --> STEP: 19 | > loss_disc: 2.5001962184906006 (2.4338701273265637) | > loss_disc_real_0: 0.1327114999294281 (0.14594192646051707) | > loss_disc_real_1: 0.2274092435836792 (0.2084071706784399) | > loss_disc_real_2: 0.25306186079978943 (0.2156793192813271) | > loss_disc_real_3: 0.31923457980155945 (0.2647958750787534) | > loss_disc_real_4: 0.2998912036418915 (0.27951739414742116) | > loss_disc_real_5: 0.3180481493473053 (0.2596390780649688) | > loss_0: 2.5001962184906006 (2.4338701273265637) | > loss_gen: 2.604384660720825 (2.5123036284195748) | > loss_kl: 2.3932149410247803 (3.2030863761901855) | > loss_feat: 5.384260654449463 (6.88161009236386) | > loss_mel: 15.82464599609375 (17.05116834138569) | > loss_duration: 2.3961129188537598 (2.417762279510498) | > loss_1: 28.602619171142578 (32.06593101903012)  --> STEP: 20 | > loss_disc: 2.5271615982055664 (2.438534700870514) | > loss_disc_real_0: 0.17444288730621338 (0.1473669745028019) | > loss_disc_real_1: 0.22710222005844116 (0.20934192314743996) | > loss_disc_real_2: 0.2226925790309906 (0.21602998226881026) | > loss_disc_real_3: 0.22442393004894257 (0.2627772778272629) | > loss_disc_real_4: 0.30308446288108826 (0.28069574758410454) | > loss_disc_real_5: 0.2930971682071686 (0.26131198257207877) | > loss_0: 2.5271615982055664 (2.438534700870514) | > loss_gen: 2.33171010017395 (2.5032739520072935) | > loss_kl: 2.2759664058685303 (3.1567303776741027) | > loss_feat: 4.349085330963135 (6.754983854293823) | > loss_mel: 17.083871841430664 (17.05280351638794) | > loss_duration: 2.3124165534973145 (2.412494993209839) | > loss_1: 28.353050231933594 (31.880286979675294)  --> STEP: 21 | > loss_disc: 2.629676580429077 (2.4476366951352073) | > loss_disc_real_0: 0.058783724904060364 (0.14314872452190944) | > loss_disc_real_1: 0.17211510241031647 (0.20756921739805312) | > loss_disc_real_2: 0.23100808262825012 (0.21674322514306932) | > loss_disc_real_3: 0.2710776925086975 (0.26317253566923593) | > loss_disc_real_4: 0.2928353548049927 (0.28127382411843255) | > loss_disc_real_5: 0.312941312789917 (0.26377052210626156) | > loss_0: 2.629676580429077 (2.4476366951352073) | > loss_gen: 2.027771234512329 (2.4806309654599143) | > loss_kl: 2.084254503250122 (3.1056600979396274) | > loss_feat: 5.672004699707031 (6.7034134183611185) | > loss_mel: 16.157506942749023 (17.010170346214657) | > loss_duration: 2.1986351013183594 (2.4023111888340543) | > loss_1: 28.14017105102539 (31.702186221168155)  --> STEP: 22 | > loss_disc: 2.35054349899292 (2.4432233680378306) | > loss_disc_real_0: 0.1558387279510498 (0.14372554285959763) | > loss_disc_real_1: 0.23023465275764465 (0.20859946445985275) | > loss_disc_real_2: 0.21857835352420807 (0.2168266400694847) | > loss_disc_real_3: 0.22957316040992737 (0.26164529133926734) | > loss_disc_real_4: 0.21462062001228333 (0.2782441330226985) | > loss_disc_real_5: 0.20685990154743195 (0.26118367571722384) | > loss_0: 2.35054349899292 (2.4432233680378306) | > loss_gen: 2.4730031490325928 (2.4802842465314) | > loss_kl: 2.5485126972198486 (3.0803352160887285) | > loss_feat: 6.764532089233398 (6.706191539764404) | > loss_mel: 16.59144401550293 (16.991137331182305) | > loss_duration: 2.232809066772461 (2.3946065469221636) | > loss_1: 30.610300064086914 (31.652555032209918)  --> STEP: 23 | > loss_disc: 2.4920034408569336 (2.445344240769096) | > loss_disc_real_0: 0.1974751353263855 (0.14606248166250144) | > loss_disc_real_1: 0.19398906826972961 (0.20796422984289087) | > loss_disc_real_2: 0.24238963425159454 (0.21793807459914166) | > loss_disc_real_3: 0.33067381381988525 (0.2646465314471203) | > loss_disc_real_4: 0.27970728278160095 (0.27830774822960735) | > loss_disc_real_5: 0.272317498922348 (0.26166775498701184) | > loss_0: 2.4920034408569336 (2.445344240769096) | > loss_gen: 2.6798737049102783 (2.488962049069612) | > loss_kl: 2.9759860038757324 (3.075798293818598) | > loss_feat: 5.845579624176025 (6.668773630390996) | > loss_mel: 15.52841854095459 (16.92754086204197) | > loss_duration: 2.2681937217712402 (2.389110337132993) | > loss_1: 29.298051834106445 (31.550185327944547)  --> STEP: 24 | > loss_disc: 2.5073633193969727 (2.4479283690452576) | > loss_disc_real_0: 0.14537450671195984 (0.1460338160395622) | > loss_disc_real_1: 0.21807388961315155 (0.20838546566665173) | > loss_disc_real_2: 0.21466399729251862 (0.2178016547113657) | > loss_disc_real_3: 0.23592431843280792 (0.26344977257152397) | > loss_disc_real_4: 0.3041366934776306 (0.27938395428160834) | > loss_disc_real_5: 0.268787682056427 (0.2619644186149041) | > loss_0: 2.5073633193969727 (2.4479283690452576) | > loss_gen: 2.3982460498809814 (2.485182215770086) | > loss_kl: 2.8396918773651123 (3.0659605264663696) | > loss_feat: 6.303982257843018 (6.653573989868164) | > loss_mel: 18.165409088134766 (16.979118704795834) | > loss_duration: 2.4050283432006836 (2.3897735873858137) | > loss_1: 32.11235809326172 (31.573609193166096)  --> STEP: 25 | > loss_disc: 2.7728145122528076 (2.4609238147735595) | > loss_disc_real_0: 0.12775732576847076 (0.14530275642871854) | > loss_disc_real_1: 0.20937024056911469 (0.20842485666275024) | > loss_disc_real_2: 0.2697746753692627 (0.2198805755376816) | > loss_disc_real_3: 0.22934815287590027 (0.26208570778369905) | > loss_disc_real_4: 0.2618309259414673 (0.2786818331480027) | > loss_disc_real_5: 0.33267536759376526 (0.26479285657405854) | > loss_0: 2.7728145122528076 (2.4609238147735595) | > loss_gen: 1.95387601852417 (2.463929967880249) | > loss_kl: 2.869419574737549 (3.058098888397217) | > loss_feat: 5.1376872062683105 (6.59293851852417) | > loss_mel: 16.8546085357666 (16.974138298034664) | > loss_duration: 2.4245481491088867 (2.3911645698547366) | > loss_1: 29.24013900756836 (31.480270385742188)  --> STEP: 26 | > loss_disc: 2.790713310241699 (2.4736080261377187) | > loss_disc_real_0: 0.28426849842071533 (0.15064759265917996) | > loss_disc_real_1: 0.20882326364517212 (0.208440180008228) | > loss_disc_real_2: 0.24809662997722626 (0.22096580840074098) | > loss_disc_real_3: 0.3103161156177521 (0.26394072346962416) | > loss_disc_real_4: 0.2607083320617676 (0.277990544644686) | > loss_disc_real_5: 0.23445677757263184 (0.2636260843047729) | > loss_0: 2.790713310241699 (2.4736080261377187) | > loss_gen: 2.0648880004882812 (2.448582199903635) | > loss_kl: 2.753321409225464 (3.0463766776598415) | > loss_feat: 6.451503276824951 (6.587498701535738) | > loss_mel: 8.83389663696289 (16.661052080301133) | > loss_duration: 2.3500123023986816 (2.389581790337196) | > loss_1: 22.45362091064453 (31.133091559776894) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024443589724027206 (-0.00021239427419809075) | > avg_loss_disc: 2.4736080261377187 (+0.0520259508719807) | > avg_loss_disc_real_0: 0.15064759265917996 (-0.019186683858816417) | > avg_loss_disc_real_1: 0.208440180008228 (-0.04808192556867236) | > avg_loss_disc_real_2: 0.22096580840074098 (+0.013912349366224708) | > avg_loss_disc_real_3: 0.26394072346962416 (+0.014320681301447064) | > avg_loss_disc_real_4: 0.277990544644686 (+0.05070944130420693) | > avg_loss_disc_real_5: 0.2636260843047729 (+0.05690897542696735) | > avg_loss_0: 2.4736080261377187 (+0.0520259508719807) | > avg_loss_gen: 2.448582199903635 (-0.07622176867265074) | > avg_loss_kl: 3.0463766776598415 (+0.042498093384962576) | > avg_loss_feat: 6.587498701535738 (-0.5720823911520156) | > avg_loss_mel: 16.661052080301133 (-0.24388584723839912) | > avg_loss_duration: 2.389581790337196 (+0.017720882709209906) | > avg_loss_1: 31.133091559776894 (-0.8319707283606874)  > EPOCH: 953/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:32:00)   --> TIME: 2024-06-12 09:32:04 -- STEP: 9/330 -- GLOBAL_STEP: 402500 | > loss_disc: 2.4480457305908203 (2.3209379514058432) | > loss_disc_real_0: 0.15252530574798584 (0.10846026490132014) | > loss_disc_real_1: 0.1940469741821289 (0.1832873307996326) | > loss_disc_real_2: 0.2539798319339752 (0.21270014345645905) | > loss_disc_real_3: 0.23855940997600555 (0.2270593974325392) | > loss_disc_real_4: 0.2507471740245819 (0.2417764017979304) | > loss_disc_real_5: 0.2540884017944336 (0.2407768683301078) | > loss_0: 2.4480457305908203 (2.3209379514058432) | > grad_norm_0: tensor(8.8027, device='cuda:0') (tensor(5.9597, device='cuda:0')) | > loss_gen: 2.3593053817749023 (2.5208606719970703) | > loss_kl: 1.7262243032455444 (1.9358338250054254) | > loss_feat: 6.113316535949707 (6.907978057861328) | > loss_mel: 17.162620544433594 (17.509973526000977) | > loss_duration: 2.036076068878174 (2.092575788497925) | > loss_1: 29.397541046142578 (30.967221789889866) | > grad_norm_1: tensor(40.7276, device='cuda:0') (tensor(55.0511, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3576 (0.3724184301164415) | > loader_time: 0.0027 (0.0033544964260525173) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_402500.pth  --> TIME: 2024-06-12 09:32:20 -- STEP: 34/330 -- GLOBAL_STEP: 402525 | > loss_disc: 2.2945446968078613 (2.3123727055156933) | > loss_disc_real_0: 0.09027737379074097 (0.10181381246622871) | > loss_disc_real_1: 0.21363717317581177 (0.19126010160235798) | > loss_disc_real_2: 0.184805229306221 (0.20598750912091313) | > loss_disc_real_3: 0.23173454403877258 (0.22487604004495285) | > loss_disc_real_4: 0.2141101211309433 (0.23369126635439255) | > loss_disc_real_5: 0.221506267786026 (0.22367897147641463) | > loss_0: 2.2945446968078613 (2.3123727055156933) | > grad_norm_0: tensor(5.4400, device='cuda:0') (tensor(6.7104, device='cuda:0')) | > loss_gen: 2.652374505996704 (2.527267575263977) | > loss_kl: 1.940247654914856 (1.929366434321684) | > loss_feat: 8.369375228881836 (7.126396642011755) | > loss_mel: 17.181486129760742 (17.240963711458093) | > loss_duration: 2.00032639503479 (1.9925617049722106) | > loss_1: 32.1438102722168 (30.816556145163144) | > grad_norm_1: tensor(115.4921, device='cuda:0') (tensor(62.5304, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3601 (0.3771565661710851) | > loader_time: 0.0034 (0.03674163537866929)  --> TIME: 2024-06-12 09:32:32 -- STEP: 59/330 -- GLOBAL_STEP: 402550 | > loss_disc: 2.3361077308654785 (2.3493128388614988) | > loss_disc_real_0: 0.09992848336696625 (0.10547740075547817) | > loss_disc_real_1: 0.18639031052589417 (0.19363522403321023) | > loss_disc_real_2: 0.20092232525348663 (0.20852199449377545) | > loss_disc_real_3: 0.22963915765285492 (0.22966832654961086) | > loss_disc_real_4: 0.2250303477048874 (0.23423993713774924) | > loss_disc_real_5: 0.23171427845954895 (0.22462112216626184) | > loss_0: 2.3361077308654785 (2.3493128388614988) | > grad_norm_0: tensor(26.3910, device='cuda:0') (tensor(8.5666, device='cuda:0')) | > loss_gen: 2.3825762271881104 (2.514095662003856) | > loss_kl: 2.023974657058716 (1.9367453627667184) | > loss_feat: 6.847776889801025 (7.119424642142603) | > loss_mel: 17.00934410095215 (17.188308069261453) | > loss_duration: 1.9366068840026855 (1.9754952313536303) | > loss_1: 30.200279235839844 (30.73406908067606) | > grad_norm_1: tensor(308.7234, device='cuda:0') (tensor(93.1587, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3701 (0.3752558312173617) | > loader_time: 0.1105 (0.05536862955255024)  --> TIME: 2024-06-12 09:32:43 -- STEP: 84/330 -- GLOBAL_STEP: 402575 | > loss_disc: 2.2544989585876465 (2.3558119620595668) | > loss_disc_real_0: 0.10095932334661484 (0.10721966260600657) | > loss_disc_real_1: 0.19585107266902924 (0.19550059753514468) | > loss_disc_real_2: 0.23074592649936676 (0.20908954384781064) | > loss_disc_real_3: 0.23364095389842987 (0.22928603046706744) | > loss_disc_real_4: 0.22081884741783142 (0.23548140217150962) | > loss_disc_real_5: 0.1908867061138153 (0.22538227038014502) | > loss_0: 2.2544989585876465 (2.3558119620595668) | > grad_norm_0: tensor(8.2613, device='cuda:0') (tensor(9.6737, device='cuda:0')) | > loss_gen: 2.507262706756592 (2.4958313646770653) | > loss_kl: 2.0378713607788086 (1.9576354736373538) | > loss_feat: 7.065422058105469 (7.049039409274147) | > loss_mel: 17.110061645507812 (17.147826944078716) | > loss_duration: 2.041980266571045 (1.972179656937009) | > loss_1: 30.76259994506836 (30.622513021741593) | > grad_norm_1: tensor(55.9331, device='cuda:0') (tensor(109.5763, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3712 (0.37447961455299744) | > loader_time: 0.1054 (0.06472845020748322)  --> TIME: 2024-06-12 09:32:55 -- STEP: 109/330 -- GLOBAL_STEP: 402600 | > loss_disc: 2.297545909881592 (2.350701303657041) | > loss_disc_real_0: 0.10159102082252502 (0.10863528708252337) | > loss_disc_real_1: 0.16882169246673584 (0.19473244413870186) | > loss_disc_real_2: 0.15725189447402954 (0.20801977088691992) | > loss_disc_real_3: 0.2253967523574829 (0.22839175260395084) | > loss_disc_real_4: 0.19969312846660614 (0.23413768273974778) | > loss_disc_real_5: 0.20879682898521423 (0.2243737764314774) | > loss_0: 2.297545909881592 (2.350701303657041) | > grad_norm_0: tensor(4.8150, device='cuda:0') (tensor(9.8995, device='cuda:0')) | > loss_gen: 2.509486675262451 (2.4949820697854412) | > loss_kl: 1.9259023666381836 (1.9763694400087408) | > loss_feat: 7.238040924072266 (7.049788895003292) | > loss_mel: 17.393478393554688 (17.09588966019656) | > loss_duration: 1.9161510467529297 (1.975373303124664) | > loss_1: 30.983060836791992 (30.592403446862455) | > grad_norm_1: tensor(69.8159, device='cuda:0') (tensor(118.0293, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3665 (0.3748604179522313) | > loader_time: 0.0427 (0.06808273726647053)  --> TIME: 2024-06-12 09:33:06 -- STEP: 134/330 -- GLOBAL_STEP: 402625 | > loss_disc: 2.3507885932922363 (2.3580444695344607) | > loss_disc_real_0: 0.1250181496143341 (0.10965139413280274) | > loss_disc_real_1: 0.2003111094236374 (0.195129081940473) | > loss_disc_real_2: 0.22591696679592133 (0.20900923958910045) | > loss_disc_real_3: 0.21223567426204681 (0.22866467786813852) | > loss_disc_real_4: 0.19525063037872314 (0.2344296435589221) | > loss_disc_real_5: 0.16920287907123566 (0.2243498994120911) | > loss_0: 2.3507885932922363 (2.3580444695344607) | > grad_norm_0: tensor(10.5142, device='cuda:0') (tensor(9.8532, device='cuda:0')) | > loss_gen: 2.514101982116699 (2.483510752222431) | > loss_kl: 2.218838691711426 (1.9903853242077045) | > loss_feat: 7.432174205780029 (7.040104680986547) | > loss_mel: 16.982118606567383 (17.133944468711732) | > loss_duration: 2.0142667293548584 (1.9804382760133317) | > loss_1: 31.1614990234375 (30.628383593772774) | > grad_norm_1: tensor(67.2261, device='cuda:0') (tensor(120.2343, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3926 (0.37554159627031924) | > loader_time: 0.0538 (0.07195053883452913)  --> TIME: 2024-06-12 09:33:18 -- STEP: 159/330 -- GLOBAL_STEP: 402650 | > loss_disc: 2.3306376934051514 (2.3599441426355128) | > loss_disc_real_0: 0.14063042402267456 (0.11153154126690619) | > loss_disc_real_1: 0.17610172927379608 (0.19493895291157484) | > loss_disc_real_2: 0.19752933084964752 (0.2092720994596961) | > loss_disc_real_3: 0.23443256318569183 (0.22888689736525222) | > loss_disc_real_4: 0.2427431046962738 (0.23424142927118818) | > loss_disc_real_5: 0.2400362640619278 (0.22430942877658508) | > loss_0: 2.3306376934051514 (2.3599441426355128) | > grad_norm_0: tensor(16.7760, device='cuda:0') (tensor(10.4771, device='cuda:0')) | > loss_gen: 2.5140223503112793 (2.479850383674572) | > loss_kl: 2.1120197772979736 (1.9982734243824798) | > loss_feat: 7.206789016723633 (7.017730628919302) | > loss_mel: 17.203392028808594 (17.108288932896244) | > loss_duration: 1.994462013244629 (1.9846570581760046) | > loss_1: 31.030685424804688 (30.588800514269174) | > grad_norm_1: tensor(237.5392, device='cuda:0') (tensor(128.4695, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3876 (0.3781453483509567) | > loader_time: 0.0049 (0.07127079873714809)  --> TIME: 2024-06-12 09:33:28 -- STEP: 184/330 -- GLOBAL_STEP: 402675 | > loss_disc: 2.473795175552368 (2.362493721039398) | > loss_disc_real_0: 0.11343292146921158 (0.11260951278002365) | > loss_disc_real_1: 0.20408758521080017 (0.19495369866490364) | > loss_disc_real_2: 0.23216921091079712 (0.20974200000257595) | > loss_disc_real_3: 0.2532958686351776 (0.22912888334173226) | > loss_disc_real_4: 0.23343771696090698 (0.23418696645809256) | > loss_disc_real_5: 0.2164417952299118 (0.22398892223187114) | > loss_0: 2.473795175552368 (2.362493721039398) | > grad_norm_0: tensor(15.4762, device='cuda:0') (tensor(11.7811, device='cuda:0')) | > loss_gen: 2.3316829204559326 (2.4788045909093754) | > loss_kl: 2.0678844451904297 (2.0035853379446524) | > loss_feat: 7.038703918457031 (7.009539472020191) | > loss_mel: 16.957815170288086 (17.06656348186988) | > loss_duration: 2.032987117767334 (1.9921783545742864) | > loss_1: 30.429073333740234 (30.55067130793696) | > grad_norm_1: tensor(288.7641, device='cuda:0') (tensor(146.7427, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.3964 (0.38123832578244415) | > loader_time: 0.0042 (0.06224292905434319)  --> TIME: 2024-06-12 09:33:39 -- STEP: 209/330 -- GLOBAL_STEP: 402700 | > loss_disc: 2.4970126152038574 (2.365927852511975) | > loss_disc_real_0: 0.16395623981952667 (0.11392041249423507) | > loss_disc_real_1: 0.19464723765850067 (0.19510003667699094) | > loss_disc_real_2: 0.2217930108308792 (0.21026963409054222) | > loss_disc_real_3: 0.30337363481521606 (0.22948171683190546) | > loss_disc_real_4: 0.26448318362236023 (0.2338982933160791) | > loss_disc_real_5: 0.26817426085472107 (0.22373791088898215) | > loss_0: 2.4970126152038574 (2.365927852511975) | > grad_norm_0: tensor(25.4287, device='cuda:0') (tensor(12.5701, device='cuda:0')) | > loss_gen: 2.5729222297668457 (2.477448405261243) | > loss_kl: 1.999727487564087 (2.0083961720671932) | > loss_feat: 6.1216230392456055 (7.004239846644789) | > loss_mel: 16.150238037109375 (17.036663885892274) | > loss_duration: 2.1008224487304688 (2.0009028016094956) | > loss_1: 28.945331573486328 (30.527651134290192) | > grad_norm_1: tensor(94.5054, device='cuda:0') (tensor(161.7175, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.4242 (0.38511251262500523) | > loader_time: 0.0054 (0.05539390116787414)  --> TIME: 2024-06-12 09:33:49 -- STEP: 234/330 -- GLOBAL_STEP: 402725 | > loss_disc: 2.3630902767181396 (2.368072379348624) | > loss_disc_real_0: 0.15006370842456818 (0.1143545257484811) | > loss_disc_real_1: 0.21902060508728027 (0.19573080832632178) | > loss_disc_real_2: 0.17474617063999176 (0.2102387355815651) | > loss_disc_real_3: 0.2364252805709839 (0.22994574528728798) | > loss_disc_real_4: 0.23714777827262878 (0.2342265918214097) | > loss_disc_real_5: 0.2746794819831848 (0.2239375948651224) | > loss_0: 2.3630902767181396 (2.368072379348624) | > grad_norm_0: tensor(39.1988, device='cuda:0') (tensor(13.6366, device='cuda:0')) | > loss_gen: 2.48663592338562 (2.4754239310566155) | > loss_kl: 1.9716200828552246 (2.01522050046513) | > loss_feat: 6.529302597045898 (7.000096649186224) | > loss_mel: 16.44717788696289 (17.01746195605675) | > loss_duration: 2.0903053283691406 (2.010344938844697) | > loss_1: 29.525041580200195 (30.518548019930847) | > grad_norm_1: tensor(495.9774, device='cuda:0') (tensor(178.6257, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.4149 (0.38789186110863316) | > loader_time: 0.005 (0.05003825110248012)  --> TIME: 2024-06-12 09:34:00 -- STEP: 259/330 -- GLOBAL_STEP: 402750 | > loss_disc: 2.392735719680786 (2.370542719557478) | > loss_disc_real_0: 0.14346104860305786 (0.115754404151992) | > loss_disc_real_1: 0.15998971462249756 (0.19558760017501803) | > loss_disc_real_2: 0.19606205821037292 (0.21072337445605216) | > loss_disc_real_3: 0.22870540618896484 (0.22994871978363937) | > loss_disc_real_4: 0.2524391710758209 (0.23381902473083335) | > loss_disc_real_5: 0.21684038639068604 (0.22377480301847788) | > loss_0: 2.392735719680786 (2.370542719557478) | > grad_norm_0: tensor(24.2702, device='cuda:0') (tensor(14.9252, device='cuda:0')) | > loss_gen: 2.414933443069458 (2.4757661745815187) | > loss_kl: 2.0350475311279297 (2.017889049522664) | > loss_feat: 6.734782695770264 (7.002379549976482) | > loss_mel: 16.87841796875 (16.982201649875687) | > loss_duration: 2.135409355163574 (2.0189738370276777) | > loss_1: 30.198593139648438 (30.4972103369282) | > grad_norm_1: tensor(221.7305, device='cuda:0') (tensor(194.0566, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.4315 (0.39101283154432376) | > loader_time: 0.0053 (0.04574315060059537)  --> TIME: 2024-06-12 09:34:11 -- STEP: 284/330 -- GLOBAL_STEP: 402775 | > loss_disc: 2.4479308128356934 (2.372049424849765) | > loss_disc_real_0: 0.1671060025691986 (0.1169071346783722) | > loss_disc_real_1: 0.25087615847587585 (0.19576340504515338) | > loss_disc_real_2: 0.23209702968597412 (0.21079241243046776) | > loss_disc_real_3: 0.24187207221984863 (0.2298301154039276) | > loss_disc_real_4: 0.21385899186134338 (0.23386396110897334) | > loss_disc_real_5: 0.22777137160301208 (0.2231432886820444) | > loss_0: 2.4479308128356934 (2.372049424849765) | > grad_norm_0: tensor(45.2701, device='cuda:0') (tensor(16.2602, device='cuda:0')) | > loss_gen: 2.468151092529297 (2.4743249962027627) | > loss_kl: 2.04595685005188 (2.023744847153274) | > loss_feat: 7.5962018966674805 (7.001985162076817) | > loss_mel: 17.64403533935547 (16.943193402088838) | > loss_duration: 2.1554341316223145 (2.029154643626279) | > loss_1: 31.909778594970703 (30.47240307633306) | > grad_norm_1: tensor(452.6342, device='cuda:0') (tensor(211.9356, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.4351 (0.39529961599430574) | > loader_time: 0.0059 (0.04224464171369312)  --> TIME: 2024-06-12 09:34:24 -- STEP: 309/330 -- GLOBAL_STEP: 402800 | > loss_disc: 2.4629404544830322 (2.3720588583776485) | > loss_disc_real_0: 0.11824333667755127 (0.11767407403023111) | > loss_disc_real_1: 0.20589126646518707 (0.19590494909525696) | > loss_disc_real_2: 0.21273590624332428 (0.21046688361846894) | > loss_disc_real_3: 0.2108912616968155 (0.22989307416295546) | > loss_disc_real_4: 0.2450825721025467 (0.23380477687880444) | > loss_disc_real_5: 0.22899439930915833 (0.2228095797659124) | > loss_0: 2.4629404544830322 (2.3720588583776485) | > grad_norm_0: tensor(34.2975, device='cuda:0') (tensor(17.2616, device='cuda:0')) | > loss_gen: 2.3365659713745117 (2.4721954933647954) | > loss_kl: 2.1658802032470703 (2.0297765797395915) | > loss_feat: 6.045921325683594 (7.003016135453408) | > loss_mel: 15.67764949798584 (16.907018821987883) | > loss_duration: 2.2219550609588623 (2.041448922990594) | > loss_1: 28.44797134399414 (30.453455977455313) | > grad_norm_1: tensor(480.3145, device='cuda:0') (tensor(231.6161, device='cuda:0')) | > current_lr_0: 0.00017753804440320063 | > current_lr_1: 0.00017753804440320063 | > step_time: 0.4963 (0.4026912948460255) | > loader_time: 0.0069 (0.03938626239986482)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7631256580352783 (2.7631256580352783) | > loss_disc_real_0: 0.17781710624694824 (0.17781710624694824) | > loss_disc_real_1: 0.28055480122566223 (0.28055480122566223) | > loss_disc_real_2: 0.34110328555107117 (0.34110328555107117) | > loss_disc_real_3: 0.275260865688324 (0.275260865688324) | > loss_disc_real_4: 0.24937263131141663 (0.24937263131141663) | > loss_disc_real_5: 0.2403160035610199 (0.2403160035610199) | > loss_0: 2.7631256580352783 (2.7631256580352783) | > loss_gen: 2.144014358520508 (2.144014358520508) | > loss_kl: 1.9739197492599487 (1.9739197492599487) | > loss_feat: 4.167779922485352 (4.167779922485352) | > loss_mel: 14.079015731811523 (14.079015731811523) | > loss_duration: 3.0866262912750244 (3.0866262912750244) | > loss_1: 25.45135498046875 (25.45135498046875)  --> STEP: 1 | > loss_disc: 2.3820719718933105 (2.3820719718933105) | > loss_disc_real_0: 0.09604255855083466 (0.09604255855083466) | > loss_disc_real_1: 0.1653306931257248 (0.1653306931257248) | > loss_disc_real_2: 0.17876461148262024 (0.17876461148262024) | > loss_disc_real_3: 0.2691003680229187 (0.2691003680229187) | > loss_disc_real_4: 0.2429073601961136 (0.2429073601961136) | > loss_disc_real_5: 0.28099048137664795 (0.28099048137664795) | > loss_0: 2.3820719718933105 (2.3820719718933105) | > loss_gen: 2.295896530151367 (2.295896530151367) | > loss_kl: 3.5883710384368896 (3.5883710384368896) | > loss_feat: 7.102890491485596 (7.102890491485596) | > loss_mel: 17.362377166748047 (17.362377166748047) | > loss_duration: 2.4808712005615234 (2.4808712005615234) | > loss_1: 32.830406188964844 (32.830406188964844)  --> STEP: 2 | > loss_disc: 2.393808603286743 (2.387940287590027) | > loss_disc_real_0: 0.052984677255153656 (0.07451361790299416) | > loss_disc_real_1: 0.18212807178497314 (0.17372938245534897) | > loss_disc_real_2: 0.24040654301643372 (0.20958557724952698) | > loss_disc_real_3: 0.1953040361404419 (0.2322022020816803) | > loss_disc_real_4: 0.20128658413887024 (0.2220969721674919) | > loss_disc_real_5: 0.30027082562446594 (0.29063065350055695) | > loss_0: 2.393808603286743 (2.387940287590027) | > loss_gen: 2.21634840965271 (2.2561224699020386) | > loss_kl: 2.8723771572113037 (3.2303740978240967) | > loss_feat: 6.301369667053223 (6.702130079269409) | > loss_mel: 19.736814498901367 (18.549595832824707) | > loss_duration: 2.4723498821258545 (2.476610541343689) | > loss_1: 33.59925842285156 (33.2148323059082)  --> STEP: 3 | > loss_disc: 2.1667327880859375 (2.314204454421997) | > loss_disc_real_0: 0.08262825012207031 (0.07721849530935287) | > loss_disc_real_1: 0.1923665851354599 (0.17994178334871927) | > loss_disc_real_2: 0.2089456021785736 (0.20937225222587585) | > loss_disc_real_3: 0.1706138551235199 (0.21167275309562683) | > loss_disc_real_4: 0.1635705977678299 (0.2025881807009379) | > loss_disc_real_5: 0.1384347379207611 (0.239898681640625) | > loss_0: 2.1667327880859375 (2.314204454421997) | > loss_gen: 2.2946372032165527 (2.26896071434021) | > loss_kl: 4.168031692504883 (3.542926629384359) | > loss_feat: 7.560575485229492 (6.9882785479227705) | > loss_mel: 16.961320877075195 (18.02017084757487) | > loss_duration: 2.4471852779388428 (2.4668021202087402) | > loss_1: 33.4317512512207 (33.28713862101237)  --> STEP: 4 | > loss_disc: 2.4075732231140137 (2.337546646595001) | > loss_disc_real_0: 0.107095867395401 (0.0846878383308649) | > loss_disc_real_1: 0.16383586823940277 (0.17591530457139015) | > loss_disc_real_2: 0.2500980794429779 (0.21955370903015137) | > loss_disc_real_3: 0.23458155989646912 (0.2173999547958374) | > loss_disc_real_4: 0.1642092615365982 (0.19299345090985298) | > loss_disc_real_5: 0.13651563227176666 (0.21405291929841042) | > loss_0: 2.4075732231140137 (2.337546646595001) | > loss_gen: 2.0315632820129395 (2.2096113562583923) | > loss_kl: 3.718566656112671 (3.5868366360664368) | > loss_feat: 7.776602268218994 (7.185359477996826) | > loss_mel: 18.23065948486328 (18.072793006896973) | > loss_duration: 2.392103433609009 (2.4481274485588074) | > loss_1: 34.14949417114258 (33.50272750854492)  --> STEP: 5 | > loss_disc: 2.5060582160949707 (2.371248960494995) | > loss_disc_real_0: 0.15914800763130188 (0.0995798721909523) | > loss_disc_real_1: 0.17420196533203125 (0.17557263672351836) | > loss_disc_real_2: 0.2441381812095642 (0.22447060346603392) | > loss_disc_real_3: 0.30269813537597656 (0.23445959091186525) | > loss_disc_real_4: 0.21688514947891235 (0.19777179062366484) | > loss_disc_real_5: 0.24800071120262146 (0.22084247767925264) | > loss_0: 2.5060582160949707 (2.371248960494995) | > loss_gen: 2.2587482929229736 (2.2194387435913088) | > loss_kl: 3.4568610191345215 (3.560841512680054) | > loss_feat: 5.2097930908203125 (6.790246200561524) | > loss_mel: 17.120771408081055 (17.88238868713379) | > loss_duration: 2.361299991607666 (2.430761957168579) | > loss_1: 30.407474517822266 (32.88367691040039)  --> STEP: 6 | > loss_disc: 2.227515697479248 (2.347293416659037) | > loss_disc_real_0: 0.09385333955287933 (0.09862545008460681) | > loss_disc_real_1: 0.15000700950622559 (0.17131169885396957) | > loss_disc_real_2: 0.17656069993972778 (0.2164856195449829) | > loss_disc_real_3: 0.2016793042421341 (0.22899620980024338) | > loss_disc_real_4: 0.1823013424873352 (0.19519338260094324) | > loss_disc_real_5: 0.15268532931804657 (0.20948295295238495) | > loss_0: 2.227515697479248 (2.347293416659037) | > loss_gen: 2.2692317962646484 (2.2277375857035318) | > loss_kl: 2.916410207748413 (3.453436295191447) | > loss_feat: 7.084495544433594 (6.839287757873535) | > loss_mel: 18.048809051513672 (17.910125414530437) | > loss_duration: 2.181117296218872 (2.3891545136769614) | > loss_1: 32.500064849853516 (32.819741566975914)  --> STEP: 7 | > loss_disc: 2.6265203952789307 (2.387182985033308) | > loss_disc_real_0: 0.11100687086582184 (0.10039422448192324) | > loss_disc_real_1: 0.2283935844898224 (0.1794662539448057) | > loss_disc_real_2: 0.3183303773403168 (0.23103487065860204) | > loss_disc_real_3: 0.29030731320381165 (0.23775493885789598) | > loss_disc_real_4: 0.24234700202941895 (0.20192961394786835) | > loss_disc_real_5: 0.22948898375034332 (0.2123409573520933) | > loss_0: 2.6265203952789307 (2.387182985033308) | > loss_gen: 2.164281129837036 (2.218672377722604) | > loss_kl: 4.253012180328369 (3.5676614216395786) | > loss_feat: 5.907095432281494 (6.7061174256461005) | > loss_mel: 17.603862762451172 (17.86637360709054) | > loss_duration: 2.517019748687744 (2.407420975821359) | > loss_1: 32.44527053833008 (32.76624570574079)  --> STEP: 8 | > loss_disc: 2.541377544403076 (2.406457304954529) | > loss_disc_real_0: 0.13029642403125763 (0.10413199942559004) | > loss_disc_real_1: 0.15549321472644806 (0.176469624042511) | > loss_disc_real_2: 0.16134528815746307 (0.22232367284595966) | > loss_disc_real_3: 0.22104522585868835 (0.23566622473299503) | > loss_disc_real_4: 0.18907053768634796 (0.2003222294151783) | > loss_disc_real_5: 0.2054973840713501 (0.2114855106920004) | > loss_0: 2.541377544403076 (2.406457304954529) | > loss_gen: 2.051814317703247 (2.1978151202201843) | > loss_kl: 3.391873359680176 (3.5456879138946533) | > loss_feat: 9.67133903503418 (7.076770126819611) | > loss_mel: 18.844924926757812 (17.98869252204895) | > loss_duration: 2.327359676361084 (2.3974133133888245) | > loss_1: 36.28731155395508 (33.20637893676758)  --> STEP: 9 | > loss_disc: 2.4436538219451904 (2.4105902512868247) | > loss_disc_real_0: 0.14724835753440857 (0.10892270588212544) | > loss_disc_real_1: 0.23781152069568634 (0.18328539033730826) | > loss_disc_real_2: 0.2677588164806366 (0.22737202213870156) | > loss_disc_real_3: 0.22731730341911316 (0.2347385668092304) | > loss_disc_real_4: 0.18395952880382538 (0.19850415156947243) | > loss_disc_real_5: 0.14586712419986725 (0.20419457885954115) | > loss_0: 2.4436538219451904 (2.4105902512868247) | > loss_gen: 2.349670648574829 (2.214687956704034) | > loss_kl: 3.095149040222168 (3.495628039042155) | > loss_feat: 7.331178188323975 (7.105037689208984) | > loss_mel: 17.356491088867188 (17.918447918362087) | > loss_duration: 2.175736665725708 (2.372782574759589) | > loss_1: 32.308223724365234 (33.10658391316732)  --> STEP: 10 | > loss_disc: 2.587757110595703 (2.4283069372177124) | > loss_disc_real_0: 0.22362613677978516 (0.1203930489718914) | > loss_disc_real_1: 0.2477758228778839 (0.18973443359136583) | > loss_disc_real_2: 0.3166455328464508 (0.23629937320947647) | > loss_disc_real_3: 0.23159535229206085 (0.23442424535751344) | > loss_disc_real_4: 0.1667260080575943 (0.1953263372182846) | > loss_disc_real_5: 0.30460622906684875 (0.21423574388027192) | > loss_0: 2.587757110595703 (2.4283069372177124) | > loss_gen: 2.601386308670044 (2.2533577919006347) | > loss_kl: 2.8105251789093018 (3.4271177530288695) | > loss_feat: 6.038697242736816 (6.998403644561767) | > loss_mel: 17.491985321044922 (17.875801658630373) | > loss_duration: 2.4087796211242676 (2.376382279396057) | > loss_1: 31.35137367248535 (32.931062889099124)  --> STEP: 11 | > loss_disc: 2.4781429767608643 (2.43283748626709) | > loss_disc_real_0: 0.12939037382602692 (0.12121098759499463) | > loss_disc_real_1: 0.146360844373703 (0.18579138002612375) | > loss_disc_real_2: 0.19764243066310883 (0.23278510570526123) | > loss_disc_real_3: 0.24340800940990448 (0.23524095118045807) | > loss_disc_real_4: 0.16852274537086487 (0.19288964705033737) | > loss_disc_real_5: 0.1591261327266693 (0.2092257792299444) | > loss_0: 2.4781429767608643 (2.43283748626709) | > loss_gen: 1.8742549419403076 (2.218893896449696) | > loss_kl: 4.191153049468994 (3.496575507250699) | > loss_feat: 6.021185874938965 (6.909565665505149) | > loss_mel: 17.50673484802246 (17.84225013039329) | > loss_duration: 2.5108466148376465 (2.388606309890747) | > loss_1: 32.10417556762695 (32.855891314419836)  --> STEP: 12 | > loss_disc: 2.469160795211792 (2.435864428679148) | > loss_disc_real_0: 0.07432827353477478 (0.11730409475664298) | > loss_disc_real_1: 0.2243017703294754 (0.1890005792180697) | > loss_disc_real_2: 0.28127574920654297 (0.23682599266370138) | > loss_disc_real_3: 0.2472096085548401 (0.2362383392949899) | > loss_disc_real_4: 0.23357713222503662 (0.19628027081489563) | > loss_disc_real_5: 0.2673446834087372 (0.2140690212448438) | > loss_0: 2.469160795211792 (2.435864428679148) | > loss_gen: 2.417653799057007 (2.2354572216669717) | > loss_kl: 3.286756753921509 (3.479090611139933) | > loss_feat: 6.573149681091309 (6.881531000137329) | > loss_mel: 15.662493705749512 (17.660603761672974) | > loss_duration: 2.2877895832061768 (2.380204916000366) | > loss_1: 30.22784423828125 (32.63688739140829)  --> STEP: 13 | > loss_disc: 2.615173101425171 (2.4496574035057654) | > loss_disc_real_0: 0.18130505084991455 (0.12222724522535618) | > loss_disc_real_1: 0.2708550691604614 (0.19529707844440752) | > loss_disc_real_2: 0.300563782453537 (0.2417288995706118) | > loss_disc_real_3: 0.2372458577156067 (0.23631584071196043) | > loss_disc_real_4: 0.1989911049604416 (0.19648879651839918) | > loss_disc_real_5: 0.19493594765663147 (0.21259724635344285) | > loss_0: 2.615173101425171 (2.4496574035057654) | > loss_gen: 2.1404926776885986 (2.2281522567455587) | > loss_kl: 3.2270305156707764 (3.4597013730269213) | > loss_feat: 4.7832818031311035 (6.7201272157522345) | > loss_mel: 13.393156051635742 (17.332338553208572) | > loss_duration: 2.2716941833496094 (2.3718579365656924) | > loss_1: 25.815656661987305 (32.11217733529898)  --> STEP: 14 | > loss_disc: 2.6211366653442383 (2.4619059222085133) | > loss_disc_real_0: 0.10227824747562408 (0.12080231681466103) | > loss_disc_real_1: 0.16099418699741364 (0.1928468719124794) | > loss_disc_real_2: 0.20679853856563568 (0.23923387378454208) | > loss_disc_real_3: 0.22351166605949402 (0.23540125680821283) | > loss_disc_real_4: 0.1873915046453476 (0.19583898995603835) | > loss_disc_real_5: 0.20490333437919617 (0.21204768121242523) | > loss_0: 2.6211366653442383 (2.4619059222085133) | > loss_gen: 1.8643293380737305 (2.202164905411857) | > loss_kl: 3.498614549636841 (3.4624808856419156) | > loss_feat: 6.038366317749023 (6.671430008752005) | > loss_mel: 17.956493377685547 (17.376921040671213) | > loss_duration: 2.3775291442871094 (2.372263022831508) | > loss_1: 31.735332489013672 (32.085259846278596)  --> STEP: 15 | > loss_disc: 2.443127393722534 (2.4606540203094482) | > loss_disc_real_0: 0.1159769594669342 (0.12048062632481257) | > loss_disc_real_1: 0.1709456443786621 (0.19138679007689158) | > loss_disc_real_2: 0.2795145809650421 (0.2419192542632421) | > loss_disc_real_3: 0.19201016426086426 (0.23250851730505626) | > loss_disc_real_4: 0.17278935015201569 (0.19430234730243684) | > loss_disc_real_5: 0.1536087691783905 (0.20815175374348957) | > loss_0: 2.443127393722534 (2.4606540203094482) | > loss_gen: 2.139394760131836 (2.1979802290598554) | > loss_kl: 3.6029398441314697 (3.4718448162078857) | > loss_feat: 7.267910003662109 (6.711195341746012) | > loss_mel: 17.898529052734375 (17.41169490814209) | > loss_duration: 2.4231836795806885 (2.3756577332814532) | > loss_1: 33.33195877075195 (32.16837310791015)  --> STEP: 16 | > loss_disc: 2.7675278186798096 (2.479833632707596) | > loss_disc_real_0: 0.17648020386695862 (0.1239805999211967) | > loss_disc_real_1: 0.21897633373737335 (0.1931111365556717) | > loss_disc_real_2: 0.30717772245407104 (0.2459979085251689) | > loss_disc_real_3: 0.2936304211616516 (0.23632863629609346) | > loss_disc_real_4: 0.23249760270118713 (0.19668955076485872) | > loss_disc_real_5: 0.29136043787002563 (0.2133522965013981) | > loss_0: 2.7675278186798096 (2.479833632707596) | > loss_gen: 2.1543467044830322 (2.1952531337738037) | > loss_kl: 2.9060122966766357 (3.4364802837371826) | > loss_feat: 6.341638088226318 (6.6880980134010315) | > loss_mel: 15.285601615905762 (17.27881407737732) | > loss_duration: 2.458500862121582 (2.3808354288339615) | > loss_1: 29.146099090576172 (31.979480981826775)  --> STEP: 17 | > loss_disc: 2.7874279022216797 (2.4979274132672478) | > loss_disc_real_0: 0.09406842291355133 (0.12222106009721756) | > loss_disc_real_1: 0.15261024236679077 (0.19072873101514928) | > loss_disc_real_2: 0.24610646069049835 (0.24600429394665888) | > loss_disc_real_3: 0.28733259439468384 (0.2393288691254223) | > loss_disc_real_4: 0.19419269263744354 (0.1965426767573637) | > loss_disc_real_5: 0.28701338171958923 (0.21768530151423285) | > loss_0: 2.7874279022216797 (2.4979274132672478) | > loss_gen: 1.9217925071716309 (2.179167214561911) | > loss_kl: 2.413693904876709 (3.376316379098331) | > loss_feat: 6.109516620635986 (6.6540638138266175) | > loss_mel: 16.923667907714844 (17.257923126220703) | > loss_duration: 2.508716344833374 (2.388357835657456) | > loss_1: 29.87738800048828 (31.855828453512746)  --> STEP: 18 | > loss_disc: 2.382719039916992 (2.4915269480811224) | > loss_disc_real_0: 0.11470545828342438 (0.12180352666311794) | > loss_disc_real_1: 0.16285870969295502 (0.1891803964972496) | > loss_disc_real_2: 0.22564679384231567 (0.2448733217186398) | > loss_disc_real_3: 0.21005435287952423 (0.2377025071117613) | > loss_disc_real_4: 0.15472684800624847 (0.19421957516007954) | > loss_disc_real_5: 0.23918206989765167 (0.2188795664244228) | > loss_0: 2.382719039916992 (2.4915269480811224) | > loss_gen: 2.193976879119873 (2.17998997370402) | > loss_kl: 2.9372811317443848 (3.351925532023112) | > loss_feat: 7.274188041687012 (6.688515159818861) | > loss_mel: 17.455257415771484 (17.268886142306858) | > loss_duration: 2.230597734451294 (2.3795933855904474) | > loss_1: 32.09130096435547 (31.868910259670674)  --> STEP: 19 | > loss_disc: 2.4959638118743896 (2.4917604672281364) | > loss_disc_real_0: 0.11774840205907822 (0.12159009905237901) | > loss_disc_real_1: 0.1540510058403015 (0.18733148119951548) | > loss_disc_real_2: 0.21816779673099518 (0.24346776777192167) | > loss_disc_real_3: 0.200038880109787 (0.23572021095376267) | > loss_disc_real_4: 0.22302033007144928 (0.19573540436594108) | > loss_disc_real_5: 0.18625345826148987 (0.2171624028369) | > loss_0: 2.4959638118743896 (2.4917604672281364) | > loss_gen: 2.0471739768981934 (2.1729996580826607) | > loss_kl: 2.4163084030151367 (3.3026825252332186) | > loss_feat: 7.256102085113525 (6.718388155887001) | > loss_mel: 16.956628799438477 (17.252451545313786) | > loss_duration: 2.354410171508789 (2.37826795327036) | > loss_1: 31.030624389648438 (31.824789950722135)  --> STEP: 20 | > loss_disc: 2.5039374828338623 (2.4923693180084228) | > loss_disc_real_0: 0.09475715458393097 (0.1202484518289566) | > loss_disc_real_1: 0.20199452340602875 (0.18806463330984116) | > loss_disc_real_2: 0.26615628600120544 (0.24460219368338584) | > loss_disc_real_3: 0.2232511043548584 (0.23509675562381743) | > loss_disc_real_4: 0.16594567894935608 (0.19424591809511182) | > loss_disc_real_5: 0.14522066712379456 (0.21356531605124474) | > loss_0: 2.5039374828338623 (2.4923693180084228) | > loss_gen: 1.9789942502975464 (2.1632993876934052) | > loss_kl: 2.120753288269043 (3.2435860633850098) | > loss_feat: 5.055487632751465 (6.635243129730225) | > loss_mel: 14.470274925231934 (17.11334271430969) | > loss_duration: 2.337766170501709 (2.3762428641319273) | > loss_1: 25.963275909423828 (31.53171424865722)  --> STEP: 21 | > loss_disc: 2.5003890991210938 (2.4927512123471214) | > loss_disc_real_0: 0.13142777979373932 (0.12078080077966054) | > loss_disc_real_1: 0.20631037652492523 (0.18893347822484516) | > loss_disc_real_2: 0.2665659785270691 (0.24564808819975173) | > loss_disc_real_3: 0.23244814574718475 (0.2349706313439778) | > loss_disc_real_4: 0.19420744478702545 (0.194244086032822) | > loss_disc_real_5: 0.2046407163143158 (0.21314033511139097) | > loss_0: 2.5003890991210938 (2.4927512123471214) | > loss_gen: 2.1601696014404297 (2.163150350252787) | > loss_kl: 3.988368034362793 (3.279051871526809) | > loss_feat: 4.977729320526123 (6.556313900720506) | > loss_mel: 14.4959077835083 (16.988702955700102) | > loss_duration: 2.2212657928466797 (2.3688630035945346) | > loss_1: 27.843441009521484 (31.356082189650756)  --> STEP: 22 | > loss_disc: 2.3998095989227295 (2.4885265935551035) | > loss_disc_real_0: 0.22317062318325043 (0.12543488361618735) | > loss_disc_real_1: 0.187617227435112 (0.18887364864349365) | > loss_disc_real_2: 0.2654726505279541 (0.24654920466921545) | > loss_disc_real_3: 0.1791236251592636 (0.23243213106285443) | > loss_disc_real_4: 0.17100292444229126 (0.1931876695968888) | > loss_disc_real_5: 0.12397569417953491 (0.2090873968872157) | > loss_0: 2.3998095989227295 (2.4885265935551035) | > loss_gen: 2.226109504699707 (2.1660121300003747) | > loss_kl: 2.4358694553375244 (3.2407253980636597) | > loss_feat: 9.318513870239258 (6.68186844478954) | > loss_mel: 20.73168182373047 (17.15883835879239) | > loss_duration: 2.2038416862487793 (2.361362034624273) | > loss_1: 36.916015625 (31.608806436712086)  --> STEP: 23 | > loss_disc: 2.5421111583709717 (2.49085635724275) | > loss_disc_real_0: 0.10961884260177612 (0.12474722965903905) | > loss_disc_real_1: 0.18834109604358673 (0.18885049418262814) | > loss_disc_real_2: 0.21391703188419342 (0.24513041454812753) | > loss_disc_real_3: 0.23696522414684296 (0.2326292220665061) | > loss_disc_real_4: 0.14924196898937225 (0.1912769869617794) | > loss_disc_real_5: 0.19073081016540527 (0.20828928442105002) | > loss_0: 2.5421111583709717 (2.49085635724275) | > loss_gen: 2.0140743255615234 (2.1594061385030336) | > loss_kl: 2.791656732559204 (3.2212006734765093) | > loss_feat: 8.531556129455566 (6.762289648470671) | > loss_mel: 16.211591720581055 (17.11765372234842) | > loss_duration: 2.2805209159851074 (2.357847203379092) | > loss_1: 31.82940101623535 (31.618397505387012)  --> STEP: 24 | > loss_disc: 2.587416410446167 (2.4948796927928925) | > loss_disc_real_0: 0.08648773282766342 (0.12315308395773172) | > loss_disc_real_1: 0.18215793371200562 (0.1885716374963522) | > loss_disc_real_2: 0.3967147767543793 (0.2514464296400547) | > loss_disc_real_3: 0.18804357945919037 (0.23077148695786795) | > loss_disc_real_4: 0.25467821955680847 (0.19391870498657227) | > loss_disc_real_5: 0.23448406159877777 (0.209380733470122) | > loss_0: 2.587416410446167 (2.4948796927928925) | > loss_gen: 2.1743481159210205 (2.16002872089545) | > loss_kl: 2.461298942565918 (3.1895381013552346) | > loss_feat: 7.402040958404541 (6.7889459530512495) | > loss_mel: 18.19666290283203 (17.162612438201904) | > loss_duration: 2.4094626903533936 (2.3599978486696878) | > loss_1: 32.64381408691406 (31.66112319628397)  --> STEP: 25 | > loss_disc: 2.50930118560791 (2.4954565525054933) | > loss_disc_real_0: 0.17818740010261536 (0.12535445660352706) | > loss_disc_real_1: 0.20536142587661743 (0.1892432290315628) | > loss_disc_real_2: 0.26747483015060425 (0.2520875656604767) | > loss_disc_real_3: 0.20669898390769958 (0.2298085868358612) | > loss_disc_real_4: 0.19194531440734863 (0.19383976936340333) | > loss_disc_real_5: 0.20768824219703674 (0.2093130338191986) | > loss_0: 2.50930118560791 (2.4954565525054933) | > loss_gen: 2.1267290115356445 (2.1586967325210575) | > loss_kl: 3.1319146156311035 (3.1872331619262697) | > loss_feat: 6.233080863952637 (6.766711349487305) | > loss_mel: 15.345932960510254 (17.08994525909424) | > loss_duration: 2.40962815284729 (2.361983060836792) | > loss_1: 29.247285842895508 (31.564569702148432)  --> STEP: 26 | > loss_disc: 2.4046154022216797 (2.491962662109962) | > loss_disc_real_0: 0.06744996458292007 (0.12312736075658065) | > loss_disc_real_1: 0.17408084869384766 (0.1886600605570353) | > loss_disc_real_2: 0.2187882363796234 (0.2508068222265977) | > loss_disc_real_3: 0.18715119361877441 (0.22816791786597326) | > loss_disc_real_4: 0.11934556812047958 (0.190974607777137) | > loss_disc_real_5: 0.13242599368095398 (0.20635583996772766) | > loss_0: 2.4046154022216797 (2.491962662109962) | > loss_gen: 1.8638603687286377 (2.147356872375195) | > loss_kl: 2.570277214050293 (3.1635040870079627) | > loss_feat: 15.666330337524414 (7.109004387488732) | > loss_mel: 19.448293685913086 (17.180650967818043) | > loss_duration: 2.274643659591675 (2.3586238530965953) | > loss_1: 41.823402404785156 (31.959140190711384) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024343087122990536 (-1.0050260103667066e-05) | > avg_loss_disc: 2.491962662109962 (+0.018354635972243294) | > avg_loss_disc_real_0: 0.12312736075658065 (-0.027520231902599307) | > avg_loss_disc_real_1: 0.1886600605570353 (-0.019780119451192707) | > avg_loss_disc_real_2: 0.2508068222265977 (+0.029841013825856744) | > avg_loss_disc_real_3: 0.22816791786597326 (-0.0357728056036509) | > avg_loss_disc_real_4: 0.190974607777137 (-0.08701593686754897) | > avg_loss_disc_real_5: 0.20635583996772766 (-0.05727024433704525) | > avg_loss_0: 2.491962662109962 (+0.018354635972243294) | > avg_loss_gen: 2.147356872375195 (-0.30122532752844) | > avg_loss_kl: 3.1635040870079627 (+0.11712740934812116) | > avg_loss_feat: 7.109004387488732 (+0.5215056859529943) | > avg_loss_mel: 17.180650967818043 (+0.51959888751691) | > avg_loss_duration: 2.3586238530965953 (-0.030957937240600586) | > avg_loss_1: 31.959140190711384 (+0.8260486309344905)  > EPOCH: 954/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:34:58)   --> TIME: 2024-06-12 09:35:01 -- STEP: 4/330 -- GLOBAL_STEP: 402825 | > loss_disc: 2.304320812225342 (2.3046721816062927) | > loss_disc_real_0: 0.09954091906547546 (0.09382326528429985) | > loss_disc_real_1: 0.183193176984787 (0.1948201060295105) | > loss_disc_real_2: 0.21534889936447144 (0.2154538482427597) | > loss_disc_real_3: 0.24672141671180725 (0.2326267622411251) | > loss_disc_real_4: 0.23165364563465118 (0.21048053726553917) | > loss_disc_real_5: 0.2390771508216858 (0.20519373938441277) | > loss_0: 2.304320812225342 (2.3046721816062927) | > grad_norm_0: tensor(13.4484, device='cuda:0') (tensor(8.8502, device='cuda:0')) | > loss_gen: 2.584062099456787 (2.5825369358062744) | > loss_kl: 1.8868896961212158 (1.9498413801193237) | > loss_feat: 6.721055030822754 (6.984681487083435) | > loss_mel: 17.7265567779541 (17.766969680786133) | > loss_duration: 2.060920476913452 (2.1211021542549133) | > loss_1: 30.97948455810547 (31.405130863189697) | > grad_norm_1: tensor(60.5666, device='cuda:0') (tensor(60.6374, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3449 (0.3806859254837036) | > loader_time: 0.0036 (0.003175079822540283)  --> TIME: 2024-06-12 09:35:10 -- STEP: 29/330 -- GLOBAL_STEP: 402850 | > loss_disc: 2.432337999343872 (2.330839806589587) | > loss_disc_real_0: 0.14190486073493958 (0.10515194129327247) | > loss_disc_real_1: 0.2277425080537796 (0.19617238383868646) | > loss_disc_real_2: 0.22068122029304504 (0.21027589152599202) | > loss_disc_real_3: 0.23134733736515045 (0.22475851044572634) | > loss_disc_real_4: 0.25194111466407776 (0.22799189388751984) | > loss_disc_real_5: 0.22288306057453156 (0.22120020821176725) | > loss_0: 2.432337999343872 (2.330839806589587) | > grad_norm_0: tensor(7.1802, device='cuda:0') (tensor(9.0358, device='cuda:0')) | > loss_gen: 2.4127912521362305 (2.5146288542911925) | > loss_kl: 1.8207544088363647 (1.9167688262873683) | > loss_feat: 7.103991508483887 (7.021018817506987) | > loss_mel: 17.150718688964844 (17.409558921024715) | > loss_duration: 1.979849934577942 (1.9956400969932826) | > loss_1: 30.46810531616211 (30.857615372230267) | > grad_norm_1: tensor(51.4416, device='cuda:0') (tensor(70.1839, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3497 (0.35818930329947635) | > loader_time: 0.0031 (0.0032488066574622846)  --> TIME: 2024-06-12 09:35:19 -- STEP: 54/330 -- GLOBAL_STEP: 402875 | > loss_disc: 2.3588881492614746 (2.3553778065575504) | > loss_disc_real_0: 0.0874340757727623 (0.10738630178901884) | > loss_disc_real_1: 0.1931491196155548 (0.19651878735533468) | > loss_disc_real_2: 0.24059100449085236 (0.21190146384415803) | > loss_disc_real_3: 0.22321371734142303 (0.22946797532063942) | > loss_disc_real_4: 0.2279779464006424 (0.2330592111856849) | > loss_disc_real_5: 0.22316642105579376 (0.22479076324789612) | > loss_0: 2.3588881492614746 (2.3553778065575504) | > grad_norm_0: tensor(5.1041, device='cuda:0') (tensor(9.0488, device='cuda:0')) | > loss_gen: 2.5001089572906494 (2.491733021206326) | > loss_kl: 2.0068228244781494 (1.9175311459435358) | > loss_feat: 7.719083309173584 (6.950306927716291) | > loss_mel: 17.4095458984375 (17.296454500269007) | > loss_duration: 1.9350275993347168 (1.975757503951038) | > loss_1: 31.570589065551758 (30.631782955593533) | > grad_norm_1: tensor(88.9474, device='cuda:0') (tensor(79.5233, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3622 (0.36048752731747097) | > loader_time: 0.0044 (0.003425470104923955)  --> TIME: 2024-06-12 09:35:28 -- STEP: 79/330 -- GLOBAL_STEP: 402900 | > loss_disc: 2.309890031814575 (2.3576143270806433) | > loss_disc_real_0: 0.10901568830013275 (0.1072687733965584) | > loss_disc_real_1: 0.19564127922058105 (0.19711674165122117) | > loss_disc_real_2: 0.18972158432006836 (0.21185826670519908) | > loss_disc_real_3: 0.22983072698116302 (0.2289254252291933) | > loss_disc_real_4: 0.22509612143039703 (0.2313281676814526) | > loss_disc_real_5: 0.19689129292964935 (0.22372133482860612) | > loss_0: 2.309890031814575 (2.3576143270806433) | > grad_norm_0: tensor(10.7644, device='cuda:0') (tensor(9.3489, device='cuda:0')) | > loss_gen: 2.511415719985962 (2.4814295829096924) | > loss_kl: 2.132566452026367 (1.9411631762226926) | > loss_feat: 6.855114936828613 (6.944236719155613) | > loss_mel: 16.52570343017578 (17.240176659596113) | > loss_duration: 1.9567116498947144 (1.971853982044172) | > loss_1: 29.98151206970215 (30.57886002938959) | > grad_norm_1: tensor(86.8249, device='cuda:0') (tensor(86.3933, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3944 (0.3640702887426449) | > loader_time: 0.0036 (0.0035682841192317912)  --> TIME: 2024-06-12 09:35:38 -- STEP: 104/330 -- GLOBAL_STEP: 402925 | > loss_disc: 2.299532890319824 (2.3629015317329993) | > loss_disc_real_0: 0.13915196061134338 (0.10902350345769754) | > loss_disc_real_1: 0.183925062417984 (0.19776268461002752) | > loss_disc_real_2: 0.20159687101840973 (0.21154895281562436) | > loss_disc_real_3: 0.2117600440979004 (0.22933799243317202) | > loss_disc_real_4: 0.23091618716716766 (0.23170631421873203) | > loss_disc_real_5: 0.22760452330112457 (0.22528237519929042) | > loss_0: 2.299532890319824 (2.3629015317329993) | > grad_norm_0: tensor(6.5148, device='cuda:0') (tensor(9.1052, device='cuda:0')) | > loss_gen: 2.595745325088501 (2.4810858047925515) | > loss_kl: 2.1180522441864014 (1.9482557899676836) | > loss_feat: 7.280986785888672 (6.928168461872981) | > loss_mel: 16.89982032775879 (17.205065057827866) | > loss_duration: 2.015472650527954 (1.9749735215535533) | > loss_1: 30.910076141357422 (30.537548505342922) | > grad_norm_1: tensor(44.1925, device='cuda:0') (tensor(82.5766, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3749 (0.36657755420758176) | > loader_time: 0.0037 (0.0037133900018838737)  --> TIME: 2024-06-12 09:35:48 -- STEP: 129/330 -- GLOBAL_STEP: 402950 | > loss_disc: 2.3552281856536865 (2.361583999885145) | > loss_disc_real_0: 0.11421807110309601 (0.10910678914813109) | > loss_disc_real_1: 0.19909238815307617 (0.19693160542221957) | > loss_disc_real_2: 0.20372290909290314 (0.21164309920728666) | > loss_disc_real_3: 0.24716347455978394 (0.22950713140095852) | > loss_disc_real_4: 0.24038760364055634 (0.23107982686785764) | > loss_disc_real_5: 0.2566342055797577 (0.22520325742950736) | > loss_0: 2.3552281856536865 (2.361583999885145) | > grad_norm_0: tensor(7.4650, device='cuda:0') (tensor(9.2371, device='cuda:0')) | > loss_gen: 2.568039655685425 (2.477673961210621) | > loss_kl: 1.8817768096923828 (1.9629896241565084) | > loss_feat: 6.401464939117432 (6.928325505219688) | > loss_mel: 17.49541664123535 (17.178317217863803) | > loss_duration: 1.9571713209152222 (1.9786887307499732) | > loss_1: 30.30386734008789 (30.525994870089747) | > grad_norm_1: tensor(89.3380, device='cuda:0') (tensor(85.4534, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.4105 (0.3688791611397913) | > loader_time: 0.004 (0.003840710765631624)  --> TIME: 2024-06-12 09:35:57 -- STEP: 154/330 -- GLOBAL_STEP: 402975 | > loss_disc: 2.4117443561553955 (2.359872351993214) | > loss_disc_real_0: 0.12145745009183884 (0.11039382751498904) | > loss_disc_real_1: 0.18457598984241486 (0.19556302586933233) | > loss_disc_real_2: 0.25347161293029785 (0.21146584708582272) | > loss_disc_real_3: 0.2419327199459076 (0.22920430916083323) | > loss_disc_real_4: 0.23649725317955017 (0.2313538309815642) | > loss_disc_real_5: 0.21792730689048767 (0.22499948207821166) | > loss_0: 2.4117443561553955 (2.359872351993214) | > grad_norm_0: tensor(9.8948, device='cuda:0') (tensor(9.2464, device='cuda:0')) | > loss_gen: 2.49340558052063 (2.4759080425485407) | > loss_kl: 2.1133766174316406 (1.9754744884255644) | > loss_feat: 7.360638618469238 (6.93377727966804) | > loss_mel: 17.27261734008789 (17.14554768723326) | > loss_duration: 1.9983916282653809 (1.9830656732831682) | > loss_1: 31.23843002319336 (30.51377300163368) | > grad_norm_1: tensor(107.3631, device='cuda:0') (tensor(89.1902, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3829 (0.37183856035207785) | > loader_time: 0.0042 (0.003951911802415721)  --> TIME: 2024-06-12 09:36:07 -- STEP: 179/330 -- GLOBAL_STEP: 403000 | > loss_disc: 2.3834993839263916 (2.3633078290097553) | > loss_disc_real_0: 0.11018702387809753 (0.11139626896747663) | > loss_disc_real_1: 0.2014194279909134 (0.19554741197791178) | > loss_disc_real_2: 0.19296614825725555 (0.2112543198316457) | > loss_disc_real_3: 0.21025808155536652 (0.2298941161046481) | > loss_disc_real_4: 0.2348451316356659 (0.23234223503640244) | > loss_disc_real_5: 0.23588451743125916 (0.22567620748581166) | > loss_0: 2.3834993839263916 (2.3633078290097553) | > grad_norm_0: tensor(6.6477, device='cuda:0') (tensor(9.4567, device='cuda:0')) | > loss_gen: 2.3964672088623047 (2.471543924768545) | > loss_kl: 1.987617015838623 (1.9834824480823965) | > loss_feat: 6.608197212219238 (6.93409863264201) | > loss_mel: 15.743928909301758 (17.124568763391927) | > loss_duration: 2.035994529724121 (1.9904476723857432) | > loss_1: 28.772205352783203 (30.504141280104996) | > grad_norm_1: tensor(94.1551, device='cuda:0') (tensor(92.5606, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.3808 (0.3743369406162028) | > loader_time: 0.0043 (0.004059497204572791) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_403000.pth  --> TIME: 2024-06-12 09:36:23 -- STEP: 204/330 -- GLOBAL_STEP: 403025 | > loss_disc: 2.473466157913208 (2.3670847041934153) | > loss_disc_real_0: 0.1504737138748169 (0.1126597556924703) | > loss_disc_real_1: 0.18915939331054688 (0.19581567138141276) | > loss_disc_real_2: 0.2809528112411499 (0.21165877989694185) | > loss_disc_real_3: 0.2104172259569168 (0.22979018756864117) | > loss_disc_real_4: 0.2369946837425232 (0.23216217865838723) | > loss_disc_real_5: 0.20720994472503662 (0.2254483401044911) | > loss_0: 2.473466157913208 (2.3670847041934153) | > grad_norm_0: tensor(18.8215, device='cuda:0') (tensor(9.8249, device='cuda:0')) | > loss_gen: 2.4916841983795166 (2.4674054641349663) | > loss_kl: 2.1738245487213135 (1.9917767410184823) | > loss_feat: 7.367207050323486 (6.932093858718872) | > loss_mel: 17.15240478515625 (17.104668154435995) | > loss_duration: 2.0049586296081543 (1.9987447577364303) | > loss_1: 31.190078735351562 (30.494688810086718) | > grad_norm_1: tensor(114.9072, device='cuda:0') (tensor(98.3783, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.4381 (0.3794029261551652) | > loader_time: 0.0052 (0.004179010204240384)  --> TIME: 2024-06-12 09:36:33 -- STEP: 229/330 -- GLOBAL_STEP: 403050 | > loss_disc: 2.2731285095214844 (2.3684926532762027) | > loss_disc_real_0: 0.08562981337308884 (0.113650445171579) | > loss_disc_real_1: 0.16310904920101166 (0.1960004344257205) | > loss_disc_real_2: 0.18446063995361328 (0.21163804946247666) | > loss_disc_real_3: 0.24293875694274902 (0.23016186286268275) | > loss_disc_real_4: 0.23411168158054352 (0.23243331121825755) | > loss_disc_real_5: 0.23469778895378113 (0.22486902539126216) | > loss_0: 2.2731285095214844 (2.3684926532762027) | > grad_norm_0: tensor(13.9326, device='cuda:0') (tensor(10.3673, device='cuda:0')) | > loss_gen: 2.5667476654052734 (2.4639619718993093) | > loss_kl: 2.181335210800171 (2.000405115331625) | > loss_feat: 7.038509845733643 (6.926263850849268) | > loss_mel: 16.997682571411133 (17.07272683272714) | > loss_duration: 2.1025209426879883 (2.0080531736648752) | > loss_1: 30.886795043945312 (30.471410751342773) | > grad_norm_1: tensor(59.0452, device='cuda:0') (tensor(105.4504, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.4096 (0.3828056202184686) | > loader_time: 0.0051 (0.004292268419890422)  --> TIME: 2024-06-12 09:36:44 -- STEP: 254/330 -- GLOBAL_STEP: 403075 | > loss_disc: 2.454639196395874 (2.371465944868374) | > loss_disc_real_0: 0.11908277124166489 (0.11475716337678939) | > loss_disc_real_1: 0.19517828524112701 (0.1967578681669836) | > loss_disc_real_2: 0.1826564222574234 (0.2117718633586966) | > loss_disc_real_3: 0.2396216094493866 (0.2300834615868846) | > loss_disc_real_4: 0.24330317974090576 (0.23266945221996682) | > loss_disc_real_5: 0.21681642532348633 (0.22522597701296093) | > loss_0: 2.454639196395874 (2.371465944868374) | > grad_norm_0: tensor(18.3570, device='cuda:0') (tensor(10.9616, device='cuda:0')) | > loss_gen: 2.300595998764038 (2.4633863948461596) | > loss_kl: 2.178331136703491 (2.0072536684396702) | > loss_feat: 6.976612567901611 (6.9365937653489) | > loss_mel: 16.238279342651367 (17.036349780916208) | > loss_duration: 2.0662107467651367 (2.0162082009428137) | > loss_1: 29.760028839111328 (30.45979164153572) | > grad_norm_1: tensor(101.3506, device='cuda:0') (tensor(116.3311, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.4284 (0.3867795373511127) | > loader_time: 0.0055 (0.00443297483789639)  --> TIME: 2024-06-12 09:36:55 -- STEP: 279/330 -- GLOBAL_STEP: 403100 | > loss_disc: 2.289722204208374 (2.3744087244874694) | > loss_disc_real_0: 0.09791815280914307 (0.115802092738049) | > loss_disc_real_1: 0.19380466639995575 (0.19679317172069274) | > loss_disc_real_2: 0.19909152388572693 (0.21210284878276156) | > loss_disc_real_3: 0.24202875792980194 (0.23002626829677153) | > loss_disc_real_4: 0.22442467510700226 (0.23280051622980386) | > loss_disc_real_5: 0.1884394884109497 (0.2250652577073771) | > loss_0: 2.289722204208374 (2.3744087244874694) | > grad_norm_0: tensor(33.1893, device='cuda:0') (tensor(12.1857, device='cuda:0')) | > loss_gen: 2.607726573944092 (2.4624410743781753) | > loss_kl: 2.0584869384765625 (2.0133333364267942) | > loss_feat: 7.419379711151123 (6.942997218032891) | > loss_mel: 16.632009506225586 (16.98757388002127) | > loss_duration: 2.1331987380981445 (2.0263914386858657) | > loss_1: 30.85080337524414 (30.43273679671749) | > grad_norm_1: tensor(528.8514, device='cuda:0') (tensor(136.1433, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.4426 (0.39153237240288846) | > loader_time: 0.0062 (0.004564870642932084)  --> TIME: 2024-06-12 09:37:07 -- STEP: 304/330 -- GLOBAL_STEP: 403125 | > loss_disc: 2.3295977115631104 (2.3779709401883586) | > loss_disc_real_0: 0.09998264908790588 (0.11704007391572784) | > loss_disc_real_1: 0.21296659111976624 (0.19733807052436622) | > loss_disc_real_2: 0.19753074645996094 (0.2123926602500049) | > loss_disc_real_3: 0.21127258241176605 (0.23033976035290638) | > loss_disc_real_4: 0.20466384291648865 (0.23330188263207674) | > loss_disc_real_5: 0.15358056128025055 (0.2246860113779181) | > loss_0: 2.3295977115631104 (2.3779709401883586) | > grad_norm_0: tensor(34.6759, device='cuda:0') (tensor(13.9410, device='cuda:0')) | > loss_gen: 2.4203643798828125 (2.467029396640627) | > loss_kl: 2.1075284481048584 (2.019840283613457) | > loss_feat: 7.873651504516602 (6.951605365464561) | > loss_mel: 15.738258361816406 (16.943587265516566) | > loss_duration: 2.182194709777832 (2.0379771166726157) | > loss_1: 30.321998596191406 (30.420039289876033) | > grad_norm_1: tensor(709.5108, device='cuda:0') (tensor(160.7977, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 0.47 (0.3976688753617437) | > loader_time: 0.0068 (0.004741847515106201)  --> TIME: 2024-06-12 09:37:36 -- STEP: 329/330 -- GLOBAL_STEP: 403150 | > loss_disc: 2.6842548847198486 (2.38205285492639) | > loss_disc_real_0: 0.19612306356430054 (0.11977246985699992) | > loss_disc_real_1: 0.18779465556144714 (0.19774412705724362) | > loss_disc_real_2: 0.19259169697761536 (0.21229177156299073) | > loss_disc_real_3: 0.24945420026779175 (0.23012483695176592) | > loss_disc_real_4: 0.23283040523529053 (0.23279356068753182) | > loss_disc_real_5: 0.34540024399757385 (0.22378559695913436) | > loss_0: 2.6842548847198486 (2.38205285492639) | > grad_norm_0: tensor(15.7452, device='cuda:0') (tensor(15.0157, device='cuda:0')) | > loss_gen: 2.3739237785339355 (2.4695804785812507) | > loss_kl: 2.238844633102417 (2.0291363388571706) | > loss_feat: 8.929764747619629 (7.0518648965018125) | > loss_mel: 17.3149471282959 (16.92803173876821) | > loss_duration: 2.283600330352783 (2.0530314735366217) | > loss_1: 33.141082763671875 (30.531644797977343) | > grad_norm_1: tensor(261.7913, device='cuda:0') (tensor(179.4912, device='cuda:0')) | > current_lr_0: 0.00017751585214765024 | > current_lr_1: 0.00017751585214765024 | > step_time: 14.5585 (0.4544340991684006) | > loader_time: 0.035 (0.005212275090550939)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.583631753921509 (2.583631753921509) | > loss_disc_real_0: 0.12146579474210739 (0.12146579474210739) | > loss_disc_real_1: 0.17717522382736206 (0.17717522382736206) | > loss_disc_real_2: 0.3528863191604614 (0.3528863191604614) | > loss_disc_real_3: 0.3074856400489807 (0.3074856400489807) | > loss_disc_real_4: 0.35767287015914917 (0.35767287015914917) | > loss_disc_real_5: 0.32101377844810486 (0.32101377844810486) | > loss_0: 2.583631753921509 (2.583631753921509) | > loss_gen: 2.7312092781066895 (2.7312092781066895) | > loss_kl: 2.2129106521606445 (2.2129106521606445) | > loss_feat: 6.018026828765869 (6.018026828765869) | > loss_mel: 16.28354263305664 (16.28354263305664) | > loss_duration: 2.9234466552734375 (2.9234466552734375) | > loss_1: 30.16913604736328 (30.16913604736328)  --> STEP: 1 | > loss_disc: 2.364567995071411 (2.364567995071411) | > loss_disc_real_0: 0.0808805525302887 (0.0808805525302887) | > loss_disc_real_1: 0.20478077232837677 (0.20478077232837677) | > loss_disc_real_2: 0.2383359670639038 (0.2383359670639038) | > loss_disc_real_3: 0.2668050229549408 (0.2668050229549408) | > loss_disc_real_4: 0.23204034566879272 (0.23204034566879272) | > loss_disc_real_5: 0.31181588768959045 (0.31181588768959045) | > loss_0: 2.364567995071411 (2.364567995071411) | > loss_gen: 2.4518184661865234 (2.4518184661865234) | > loss_kl: 2.7084829807281494 (2.7084829807281494) | > loss_feat: 5.282857894897461 (5.282857894897461) | > loss_mel: 17.276391983032227 (17.276391983032227) | > loss_duration: 2.5255985260009766 (2.5255985260009766) | > loss_1: 30.245149612426758 (30.245149612426758)  --> STEP: 2 | > loss_disc: 2.5516512393951416 (2.4581096172332764) | > loss_disc_real_0: 0.043704599142074585 (0.06229257583618164) | > loss_disc_real_1: 0.22617807984352112 (0.21547942608594894) | > loss_disc_real_2: 0.25383618474006653 (0.24608607590198517) | > loss_disc_real_3: 0.34194374084472656 (0.3043743818998337) | > loss_disc_real_4: 0.25833070278167725 (0.24518552422523499) | > loss_disc_real_5: 0.3612591028213501 (0.3365374952554703) | > loss_0: 2.5516512393951416 (2.4581096172332764) | > loss_gen: 2.509873390197754 (2.4808459281921387) | > loss_kl: 2.723355531692505 (2.715919256210327) | > loss_feat: 6.583548069000244 (5.9332029819488525) | > loss_mel: 19.069807052612305 (18.173099517822266) | > loss_duration: 2.556509494781494 (2.5410540103912354) | > loss_1: 33.44309616088867 (31.844122886657715)  --> STEP: 3 | > loss_disc: 2.7024762630462646 (2.539565165837606) | > loss_disc_real_0: 0.30505257844924927 (0.1432125767072042) | > loss_disc_real_1: 0.28048497438430786 (0.23714794218540192) | > loss_disc_real_2: 0.31763899326324463 (0.26993704835573834) | > loss_disc_real_3: 0.30165186524391174 (0.3034668763478597) | > loss_disc_real_4: 0.3000149130821228 (0.26346198717753094) | > loss_disc_real_5: 0.3666132390499115 (0.3465627431869507) | > loss_0: 2.7024762630462646 (2.539565165837606) | > loss_gen: 2.7734854221343994 (2.578392426172892) | > loss_kl: 3.8844637870788574 (3.1054340998331704) | > loss_feat: 4.773421287536621 (5.546609083811442) | > loss_mel: 14.684650421142578 (17.01028315226237) | > loss_duration: 2.4322166442871094 (2.504774888356527) | > loss_1: 28.548236846923828 (30.745494206746418)  --> STEP: 4 | > loss_disc: 2.462280035018921 (2.5202438831329346) | > loss_disc_real_0: 0.2020825743675232 (0.15793007612228394) | > loss_disc_real_1: 0.20402196049690247 (0.22886644676327705) | > loss_disc_real_2: 0.19490878283977509 (0.2511799819767475) | > loss_disc_real_3: 0.2344682663679123 (0.28621722385287285) | > loss_disc_real_4: 0.1920577734708786 (0.24561093375086784) | > loss_disc_real_5: 0.2760741114616394 (0.32894058525562286) | > loss_0: 2.462280035018921 (2.5202438831329346) | > loss_gen: 2.518406867980957 (2.5633960366249084) | > loss_kl: 3.9542031288146973 (3.3176263570785522) | > loss_feat: 6.42695426940918 (5.7666953802108765) | > loss_mel: 18.05848503112793 (17.27233362197876) | > loss_duration: 2.408234119415283 (2.480639696121216) | > loss_1: 33.36628341674805 (31.400691509246826)  --> STEP: 5 | > loss_disc: 2.587475299835205 (2.533690166473389) | > loss_disc_real_0: 0.292198121547699 (0.18478368520736693) | > loss_disc_real_1: 0.2410072386264801 (0.23129460513591765) | > loss_disc_real_2: 0.2995539903640747 (0.26085478365421294) | > loss_disc_real_3: 0.37195420265197754 (0.3033646196126938) | > loss_disc_real_4: 0.3204312026500702 (0.2605749875307083) | > loss_disc_real_5: 0.35655057430267334 (0.33446258306503296) | > loss_0: 2.587475299835205 (2.533690166473389) | > loss_gen: 3.1541714668273926 (2.681551122665405) | > loss_kl: 2.9117653369903564 (3.236454153060913) | > loss_feat: 5.167123794555664 (5.646781063079834) | > loss_mel: 18.082876205444336 (17.434442138671876) | > loss_duration: 2.379004955291748 (2.460312747955322) | > loss_1: 31.694942474365234 (31.459541702270506)  --> STEP: 6 | > loss_disc: 2.2746856212615967 (2.4905227422714233) | > loss_disc_real_0: 0.07344074547290802 (0.16622652858495712) | > loss_disc_real_1: 0.19704382121562958 (0.22558614114920297) | > loss_disc_real_2: 0.3053847849369049 (0.2682764505346616) | > loss_disc_real_3: 0.20082172751426697 (0.28627413759628934) | > loss_disc_real_4: 0.22851650416851044 (0.255231906970342) | > loss_disc_real_5: 0.2785421311855316 (0.3251425077517827) | > loss_0: 2.2746856212615967 (2.4905227422714233) | > loss_gen: 2.748182773590088 (2.692656397819519) | > loss_kl: 3.3779118061065674 (3.260030428568522) | > loss_feat: 7.102601051330566 (5.889417727788289) | > loss_mel: 18.01588249206543 (17.53134886423747) | > loss_duration: 2.1835408210754395 (2.414184093475342) | > loss_1: 33.42811965942383 (31.787638028462727)  --> STEP: 7 | > loss_disc: 2.828082323074341 (2.538745539528983) | > loss_disc_real_0: 0.30818694829940796 (0.18650658854416438) | > loss_disc_real_1: 0.24824294447898865 (0.22882282733917236) | > loss_disc_real_2: 0.27625036239624023 (0.2694155808006014) | > loss_disc_real_3: 0.2998926043510437 (0.2882196328469685) | > loss_disc_real_4: 0.2800676226615906 (0.2587798663548061) | > loss_disc_real_5: 0.3503446877002716 (0.3287428191729954) | > loss_0: 2.828082323074341 (2.538745539528983) | > loss_gen: 2.4135186672210693 (2.6527795791625977) | > loss_kl: 4.616070747375488 (3.4537504741123746) | > loss_feat: 4.220970153808594 (5.651068074362619) | > loss_mel: 15.720626831054688 (17.272674288068497) | > loss_duration: 2.588207721710205 (2.439044611794608) | > loss_1: 29.55939292907715 (31.469317299979075)  --> STEP: 8 | > loss_disc: 2.494429349899292 (2.5332060158252716) | > loss_disc_real_0: 0.19145320355892181 (0.18712491542100906) | > loss_disc_real_1: 0.15301759541034698 (0.2193471733480692) | > loss_disc_real_2: 0.2454715520143509 (0.2664225772023201) | > loss_disc_real_3: 0.3502277731895447 (0.29597065038979053) | > loss_disc_real_4: 0.24345315992832184 (0.25686402805149555) | > loss_disc_real_5: 0.2588689625263214 (0.3200085870921612) | > loss_0: 2.494429349899292 (2.5332060158252716) | > loss_gen: 2.6114983558654785 (2.6476194262504578) | > loss_kl: 2.972292423248291 (3.393568217754364) | > loss_feat: 6.238006591796875 (5.724435389041901) | > loss_mel: 13.184233665466309 (16.761619210243225) | > loss_duration: 2.2742624282836914 (2.4184468388557434) | > loss_1: 27.280292510986328 (30.94568920135498)  --> STEP: 9 | > loss_disc: 2.5154318809509277 (2.5312311119503446) | > loss_disc_real_0: 0.3454238772392273 (0.20471368895636666) | > loss_disc_real_1: 0.1678840070962906 (0.21362904376453823) | > loss_disc_real_2: 0.27680274844169617 (0.2675759295622508) | > loss_disc_real_3: 0.2577609121799469 (0.29172512392203015) | > loss_disc_real_4: 0.22772619128227234 (0.253626490632693) | > loss_disc_real_5: 0.3200829029083252 (0.3200168444050683) | > loss_0: 2.5154318809509277 (2.5312311119503446) | > loss_gen: 2.985867738723755 (2.685202572080824) | > loss_kl: 2.638166666030884 (3.309634712007311) | > loss_feat: 10.577999114990234 (6.263720247480604) | > loss_mel: 17.90669822692871 (16.888850212097168) | > loss_duration: 2.2373409271240234 (2.3983239597744412) | > loss_1: 36.3460693359375 (31.545731438530815)  --> STEP: 10 | > loss_disc: 2.5601277351379395 (2.534120774269104) | > loss_disc_real_0: 0.16766759753227234 (0.20100907981395721) | > loss_disc_real_1: 0.1357550323009491 (0.20584164261817933) | > loss_disc_real_2: 0.2416861355304718 (0.26498695015907286) | > loss_disc_real_3: 0.33026450872421265 (0.2955790624022484) | > loss_disc_real_4: 0.2915782928466797 (0.2574216708540916) | > loss_disc_real_5: 0.28417670726776123 (0.3164328306913376) | > loss_0: 2.5601277351379395 (2.534120774269104) | > loss_gen: 2.421222686767578 (2.6588045835494993) | > loss_kl: 2.7694036960601807 (3.255611610412598) | > loss_feat: 5.160025119781494 (6.153350734710694) | > loss_mel: 14.787079811096191 (16.67867317199707) | > loss_duration: 2.4421377182006836 (2.4027053356170653) | > loss_1: 27.57986831665039 (31.149145126342773)  --> STEP: 11 | > loss_disc: 2.50673246383667 (2.5316309278661553) | > loss_disc_real_0: 0.18722188472747803 (0.1997556984424591) | > loss_disc_real_1: 0.21613866090774536 (0.20677773518995804) | > loss_disc_real_2: 0.26550689339637756 (0.2650342177261006) | > loss_disc_real_3: 0.27640900015830994 (0.29383632947098126) | > loss_disc_real_4: 0.27437642216682434 (0.2589630118825219) | > loss_disc_real_5: 0.3688892126083374 (0.3212015926837921) | > loss_0: 2.50673246383667 (2.5316309278661553) | > loss_gen: 2.701026439666748 (2.662642934105613) | > loss_kl: 3.7692666053771973 (3.302307519045743) | > loss_feat: 6.493139743804932 (6.1842406446283515) | > loss_mel: 15.675690650939941 (16.58749294281006) | > loss_duration: 2.6295876502990723 (2.4233310005881568) | > loss_1: 31.26871109008789 (31.16001475941051)  --> STEP: 12 | > loss_disc: 2.363018035888672 (2.5175798535346985) | > loss_disc_real_0: 0.1883620321750641 (0.19880622625350952) | > loss_disc_real_1: 0.18165211379528046 (0.20468393340706825) | > loss_disc_real_2: 0.24312913417816162 (0.2632087940971057) | > loss_disc_real_3: 0.22995388507843018 (0.28851279243826866) | > loss_disc_real_4: 0.21236591041088104 (0.2550799200932185) | > loss_disc_real_5: 0.30257371068000793 (0.31964926918347675) | > loss_0: 2.363018035888672 (2.5175798535346985) | > loss_gen: 2.760927438735962 (2.6708333094914756) | > loss_kl: 2.7046456336975098 (3.25250236193339) | > loss_feat: 7.677183628082275 (6.308652559916179) | > loss_mel: 19.119131088256836 (16.798462788263958) | > loss_duration: 2.3190419673919678 (2.4146402478218074) | > loss_1: 34.5809326171875 (31.445091247558594)  --> STEP: 13 | > loss_disc: 2.6799330711364746 (2.530068562580989) | > loss_disc_real_0: 0.19230538606643677 (0.19830616162373468) | > loss_disc_real_1: 0.1729622334241867 (0.20224380263915429) | > loss_disc_real_2: 0.25329503417015076 (0.26244619717964757) | > loss_disc_real_3: 0.38694876432418823 (0.2960847902756471) | > loss_disc_real_4: 0.30418145656585693 (0.25885696136034453) | > loss_disc_real_5: 0.3094514012336731 (0.31886481780272263) | > loss_0: 2.6799330711364746 (2.530068562580989) | > loss_gen: 2.4740796089172363 (2.6556984094473033) | > loss_kl: 2.8445050716400146 (3.2211179549877462) | > loss_feat: 4.855138778686523 (6.196843807513897) | > loss_mel: 13.762009620666504 (16.56488946767954) | > loss_duration: 2.29046368598938 (2.405088204603928) | > loss_1: 26.226198196411133 (31.043637935931866)  --> STEP: 14 | > loss_disc: 2.303788661956787 (2.513905712536403) | > loss_disc_real_0: 0.13175362348556519 (0.19355240889957973) | > loss_disc_real_1: 0.17706246674060822 (0.20044513578925813) | > loss_disc_real_2: 0.22002342343330383 (0.2594159990549087) | > loss_disc_real_3: 0.23481789231300354 (0.2917085832783154) | > loss_disc_real_4: 0.23678575456142426 (0.2572804465889931) | > loss_disc_real_5: 0.2212264984846115 (0.3118906521371433) | > loss_0: 2.303788661956787 (2.513905712536403) | > loss_gen: 2.3811771869659424 (2.6360897506986345) | > loss_kl: 3.8171896934509277 (3.2636945077351163) | > loss_feat: 6.602728843688965 (6.225835595812116) | > loss_mel: 18.25975799560547 (16.685951505388534) | > loss_duration: 2.440253257751465 (2.4075999941144666) | > loss_1: 33.50110626220703 (31.219171387808665)  --> STEP: 15 | > loss_disc: 2.5287070274353027 (2.5148924668629964) | > loss_disc_real_0: 0.21194320917129517 (0.19477846225102743) | > loss_disc_real_1: 0.1287505030632019 (0.19566549360752106) | > loss_disc_real_2: 0.21295318007469177 (0.2563184777895609) | > loss_disc_real_3: 0.2392052710056305 (0.2882083624601364) | > loss_disc_real_4: 0.22670793533325195 (0.25524227917194364) | > loss_disc_real_5: 0.2592828571796417 (0.30838346580664316) | > loss_0: 2.5287070274353027 (2.5148924668629964) | > loss_gen: 2.208423614501953 (2.607578674952189) | > loss_kl: 3.5838260650634766 (3.2850366115570067) | > loss_feat: 5.936897277832031 (6.206573041280111) | > loss_mel: 20.313737869262695 (16.92780392964681) | > loss_duration: 2.435617685317993 (2.4094678401947016) | > loss_1: 34.4785041809082 (31.436460240681967)  --> STEP: 16 | > loss_disc: 2.6645150184631348 (2.524243876338005) | > loss_disc_real_0: 0.1400085985660553 (0.19135534577071667) | > loss_disc_real_1: 0.21930044889450073 (0.1971426783129573) | > loss_disc_real_2: 0.2702276408672333 (0.2571878004819154) | > loss_disc_real_3: 0.2638782858848572 (0.28668773267418146) | > loss_disc_real_4: 0.2667238712310791 (0.25595987867563963) | > loss_disc_real_5: 0.3593027889728546 (0.3115659235045314) | > loss_0: 2.6645150184631348 (2.524243876338005) | > loss_gen: 2.2643826007843018 (2.586128920316696) | > loss_kl: 2.723752975463867 (3.2499563843011856) | > loss_feat: 5.559845447540283 (6.1661525666713715) | > loss_mel: 15.565726280212402 (16.84267407655716) | > loss_duration: 2.455052375793457 (2.412316873669624) | > loss_1: 28.56875991821289 (31.25722897052765)  --> STEP: 17 | > loss_disc: 2.590834140777588 (2.528160950716804) | > loss_disc_real_0: 0.1733832061290741 (0.19029816108591416) | > loss_disc_real_1: 0.24044041335582733 (0.19968960390371435) | > loss_disc_real_2: 0.26094576716423035 (0.257408857345581) | > loss_disc_real_3: 0.31684383749961853 (0.2884616211933248) | > loss_disc_real_4: 0.25637906789779663 (0.2559845368651783) | > loss_disc_real_5: 0.25210320949554443 (0.3080681167981204) | > loss_0: 2.590834140777588 (2.528160950716804) | > loss_gen: 2.4828574657440186 (2.5800541288712444) | > loss_kl: 2.490457057952881 (3.2052799533395206) | > loss_feat: 4.857213973999023 (6.089156178867116) | > loss_mel: 16.688371658325195 (16.833597463719986) | > loss_duration: 2.4958364963531494 (2.417229792651008) | > loss_1: 29.01473617553711 (31.125317629645853)  --> STEP: 18 | > loss_disc: 2.2570528984069824 (2.5130993922551474) | > loss_disc_real_0: 0.09572189301252365 (0.1850439239707258) | > loss_disc_real_1: 0.2070266604423523 (0.2000972181558609) | > loss_disc_real_2: 0.20870381593704224 (0.2547030217117733) | > loss_disc_real_3: 0.2429039478302002 (0.2859306393398179) | > loss_disc_real_4: 0.17532037198543549 (0.25150319437185925) | > loss_disc_real_5: 0.2369127720594406 (0.30411504209041595) | > loss_0: 2.2570528984069824 (2.5130993922551474) | > loss_gen: 2.850013256072998 (2.5950518581602307) | > loss_kl: 3.142146587371826 (3.201772544119093) | > loss_feat: 8.34848403930664 (6.2146743933359785) | > loss_mel: 19.266799926757812 (16.9687753783332) | > loss_duration: 2.2723746299743652 (2.4091822836134167) | > loss_1: 35.879817962646484 (31.389456537034775)  --> STEP: 19 | > loss_disc: 2.3398773670196533 (2.5039824435585425) | > loss_disc_real_0: 0.21201184391975403 (0.1864632881785694) | > loss_disc_real_1: 0.20261503756046295 (0.20022973496662944) | > loss_disc_real_2: 0.29439476132392883 (0.25679206063872884) | > loss_disc_real_3: 0.3082874119281769 (0.2871073115813105) | > loss_disc_real_4: 0.20234650373458862 (0.24891600012779236) | > loss_disc_real_5: 0.2531750798225403 (0.3014339914447383) | > loss_0: 2.3398773670196533 (2.5039824435585425) | > loss_gen: 2.9407858848571777 (2.6132483858811226) | > loss_kl: 2.08893084526062 (3.1432019283896997) | > loss_feat: 7.178851127624512 (6.265420537245901) | > loss_mel: 16.948816299438477 (16.967724900496634) | > loss_duration: 2.368865728378296 (2.4070603596536735) | > loss_1: 31.5262508392334 (31.396656237150495)  --> STEP: 20 | > loss_disc: 2.5089516639709473 (2.5042309045791624) | > loss_disc_real_0: 0.16778773069381714 (0.1855295103043318) | > loss_disc_real_1: 0.18924668431282043 (0.199680582433939) | > loss_disc_real_2: 0.3238564431667328 (0.260145279765129) | > loss_disc_real_3: 0.3036462068557739 (0.28793425634503367) | > loss_disc_real_4: 0.25657954812049866 (0.24929917752742767) | > loss_disc_real_5: 0.2976602613925934 (0.3012453049421311) | > loss_0: 2.5089516639709473 (2.5042309045791624) | > loss_gen: 2.644209384918213 (2.6147964358329774) | > loss_kl: 2.442491292953491 (3.1081663966178894) | > loss_feat: 7.32459020614624 (6.318379020690918) | > loss_mel: 19.412609100341797 (17.08996911048889) | > loss_duration: 2.310302734375 (2.40222247838974) | > loss_1: 34.13420104980469 (31.5335334777832)  --> STEP: 21 | > loss_disc: 2.409060478210449 (2.499698979513986) | > loss_disc_real_0: 0.10943148285150528 (0.18190579471134005) | > loss_disc_real_1: 0.20351214706897736 (0.19986303789275034) | > loss_disc_real_2: 0.19971154630184174 (0.2572674829335439) | > loss_disc_real_3: 0.26469892263412476 (0.2868278118826094) | > loss_disc_real_4: 0.24162711203098297 (0.24893384107521602) | > loss_disc_real_5: 0.3439335227012634 (0.3032780772163755) | > loss_0: 2.409060478210449 (2.499698979513986) | > loss_gen: 2.499039649963379 (2.609284207934425) | > loss_kl: 2.4144904613494873 (3.075134209224156) | > loss_feat: 5.490455627441406 (6.278954097202846) | > loss_mel: 15.673433303833008 (17.022515024457658) | > loss_duration: 2.2085139751434326 (2.3929982639494396) | > loss_1: 28.285932540893555 (31.37888581412179)  --> STEP: 22 | > loss_disc: 2.4802439212799072 (2.498814658685164) | > loss_disc_real_0: 0.1070866584777832 (0.178504924882542) | > loss_disc_real_1: 0.17654602229595184 (0.19880317354744131) | > loss_disc_real_2: 0.20931164920330048 (0.2550876723094419) | > loss_disc_real_3: 0.30436256527900696 (0.28762484612790024) | > loss_disc_real_4: 0.282846599817276 (0.250475330108946) | > loss_disc_real_5: 0.4079483449459076 (0.308035816658627) | > loss_0: 2.4802439212799072 (2.498814658685164) | > loss_gen: 2.5498108863830566 (2.6065808751366357) | > loss_kl: 2.3159074783325195 (3.040623903274536) | > loss_feat: 6.171490669250488 (6.274069395932284) | > loss_mel: 18.21811294555664 (17.07686038450761) | > loss_duration: 2.1918911933898926 (2.3838570334694604) | > loss_1: 31.44721221923828 (31.381991559808906)  --> STEP: 23 | > loss_disc: 2.5333306789398193 (2.500315355217975) | > loss_disc_real_0: 0.10147044062614441 (0.17515559948008994) | > loss_disc_real_1: 0.20015838742256165 (0.19886209588983786) | > loss_disc_real_2: 0.2955513596534729 (0.2568469630635302) | > loss_disc_real_3: 0.34659823775291443 (0.29018890663333563) | > loss_disc_real_4: 0.28564155101776123 (0.25200429623541626) | > loss_disc_real_5: 0.32678231596946716 (0.3088508818460548) | > loss_0: 2.5333306789398193 (2.500315355217975) | > loss_gen: 2.541750907897949 (2.6037621809088667) | > loss_kl: 2.817821741104126 (3.0309368527453877) | > loss_feat: 5.833486080169678 (6.254913599594779) | > loss_mel: 16.540428161621094 (17.053537244382113) | > loss_duration: 2.310818910598755 (2.3806814629098647) | > loss_1: 30.0443058013916 (31.323831309442934)  --> STEP: 24 | > loss_disc: 2.429105520248413 (2.49734827876091) | > loss_disc_real_0: 0.18175742030143738 (0.1754306753476461) | > loss_disc_real_1: 0.17120422422885895 (0.1977096845706304) | > loss_disc_real_2: 0.3351527452468872 (0.2601097039878368) | > loss_disc_real_3: 0.2738457918167114 (0.28950794351597625) | > loss_disc_real_4: 0.2722949981689453 (0.2528497421493133) | > loss_disc_real_5: 0.24002404510974884 (0.30598309698204207) | > loss_0: 2.429105520248413 (2.49734827876091) | > loss_gen: 2.64003324508667 (2.6052734752496085) | > loss_kl: 2.57649827003479 (3.012001911799113) | > loss_feat: 6.825680732727051 (6.278695563475291) | > loss_mel: 16.652389526367188 (17.03682275613149) | > loss_duration: 2.4272191524505615 (2.3826205333073935) | > loss_1: 31.121822357177734 (31.315414269765217)  --> STEP: 25 | > loss_disc: 2.7557497024536133 (2.507684335708618) | > loss_disc_real_0: 0.23859800398349762 (0.17795736849308014) | > loss_disc_real_1: 0.2525297999382019 (0.19990248918533327) | > loss_disc_real_2: 0.3131716549396515 (0.26223218202590937) | > loss_disc_real_3: 0.31909239292144775 (0.2906913214921951) | > loss_disc_real_4: 0.27585387229919434 (0.2537699073553085) | > loss_disc_real_5: 0.3958459794521332 (0.30957761228084574) | > loss_0: 2.7557497024536133 (2.507684335708618) | > loss_gen: 2.4993972778320312 (2.6010384273529055) | > loss_kl: 3.5417323112487793 (3.0331911277770995) | > loss_feat: 5.949312686920166 (6.265520248413086) | > loss_mel: 13.90103530883789 (16.911391258239746) | > loss_duration: 2.418318033218384 (2.384048433303833) | > loss_1: 28.309795379638672 (31.195189514160155)  --> STEP: 26 | > loss_disc: 3.204784393310547 (2.5344958763856154) | > loss_disc_real_0: 0.3228757083415985 (0.18353115079494622) | > loss_disc_real_1: 0.13745614886283875 (0.1975007068652373) | > loss_disc_real_2: 0.22580289840698242 (0.2608310557328737) | > loss_disc_real_3: 0.2658309042453766 (0.2897351515980867) | > loss_disc_real_4: 0.2277509868144989 (0.25276917964220047) | > loss_disc_real_5: 0.5557344555854797 (0.31904518317717784) | > loss_0: 3.204784393310547 (2.5344958763856154) | > loss_gen: 1.88539457321167 (2.5735136637320886) | > loss_kl: 2.990769386291504 (3.0315595223353458) | > loss_feat: 4.750564098358154 (6.207252704180204) | > loss_mel: 9.378275871276855 (16.621656051048866) | > loss_duration: 2.3079936504364014 (2.3811232493473935) | > loss_1: 21.312997817993164 (30.815105218153732) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024414887795081506 (+7.180067209097089e-06) | > avg_loss_disc: 2.5344958763856154 (+0.042533214275653375) | > avg_loss_disc_real_0: 0.18353115079494622 (+0.060403790038365573) | > avg_loss_disc_real_1: 0.1975007068652373 (+0.008840646308202) | > avg_loss_disc_real_2: 0.2608310557328737 (+0.010024233506275959) | > avg_loss_disc_real_3: 0.2897351515980867 (+0.06156723373211345) | > avg_loss_disc_real_4: 0.25276917964220047 (+0.06179457186506346) | > avg_loss_disc_real_5: 0.31904518317717784 (+0.11268934320945018) | > avg_loss_0: 2.5344958763856154 (+0.042533214275653375) | > avg_loss_gen: 2.5735136637320886 (+0.42615679135689355) | > avg_loss_kl: 3.0315595223353458 (-0.13194456467261695) | > avg_loss_feat: 6.207252704180204 (-0.901751683308528) | > avg_loss_mel: 16.621656051048866 (-0.5589949167691763) | > avg_loss_duration: 2.3811232493473935 (+0.02249939625079822) | > avg_loss_1: 30.815105218153732 (-1.1440349725576517)  > EPOCH: 955/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:37:42)   --> TIME: 2024-06-12 09:37:52 -- STEP: 24/330 -- GLOBAL_STEP: 403175 | > loss_disc: 2.255195140838623 (2.326969275871913) | > loss_disc_real_0: 0.09402675926685333 (0.10480091658731301) | > loss_disc_real_1: 0.19345466792583466 (0.19782805753250918) | > loss_disc_real_2: 0.20110303163528442 (0.20373294378320375) | > loss_disc_real_3: 0.2285953015089035 (0.23017800909777483) | > loss_disc_real_4: 0.2272222936153412 (0.2337312356879314) | > loss_disc_real_5: 0.21566429734230042 (0.2254548848917087) | > loss_0: 2.255195140838623 (2.326969275871913) | > grad_norm_0: tensor(6.3795, device='cuda:0') (tensor(10.5267, device='cuda:0')) | > loss_gen: 2.4450109004974365 (2.5042210519313812) | > loss_kl: 1.8979496955871582 (1.9748914788166683) | > loss_feat: 7.6767401695251465 (6.998080412546794) | > loss_mel: 16.93911361694336 (17.317002216974895) | > loss_duration: 1.9184939861297607 (2.012409508228302) | > loss_1: 30.877307891845703 (30.806604226430256) | > grad_norm_1: tensor(43.3498, device='cuda:0') (tensor(131.0547, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3638 (0.3637205461661021) | > loader_time: 0.003 (0.0032312870025634766)  --> TIME: 2024-06-12 09:38:02 -- STEP: 49/330 -- GLOBAL_STEP: 403200 | > loss_disc: 2.476374387741089 (2.358555248805455) | > loss_disc_real_0: 0.15029655396938324 (0.10919483599005914) | > loss_disc_real_1: 0.21110844612121582 (0.1959507215996178) | > loss_disc_real_2: 0.23323635756969452 (0.2077071265298493) | > loss_disc_real_3: 0.23390474915504456 (0.23062352714489917) | > loss_disc_real_4: 0.22760319709777832 (0.23352056498430213) | > loss_disc_real_5: 0.21976643800735474 (0.2232853216784341) | > loss_0: 2.476374387741089 (2.358555248805455) | > grad_norm_0: tensor(14.0419, device='cuda:0') (tensor(10.4003, device='cuda:0')) | > loss_gen: 2.3898184299468994 (2.4970325450507964) | > loss_kl: 2.027677536010742 (1.9903557178925495) | > loss_feat: 6.067375659942627 (6.930171071266641) | > loss_mel: 16.0546875 (17.203242399254624) | > loss_duration: 1.915514588356018 (1.981789627853705) | > loss_1: 28.4550724029541 (30.602591261571767) | > grad_norm_1: tensor(109.9883, device='cuda:0') (tensor(118.8237, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3529 (0.36392488771555376) | > loader_time: 0.0034 (0.0033503211274438973)  --> TIME: 2024-06-12 09:38:11 -- STEP: 74/330 -- GLOBAL_STEP: 403225 | > loss_disc: 2.333418607711792 (2.357365537334133) | > loss_disc_real_0: 0.10478641092777252 (0.10805180759446043) | > loss_disc_real_1: 0.2168760597705841 (0.19566922876480464) | > loss_disc_real_2: 0.21712756156921387 (0.20893742909302584) | > loss_disc_real_3: 0.23322369158267975 (0.2299576852772687) | > loss_disc_real_4: 0.2534320652484894 (0.2343934593168465) | > loss_disc_real_5: 0.23149333894252777 (0.2252328037410169) | > loss_0: 2.333418607711792 (2.357365537334133) | > grad_norm_0: tensor(5.1865, device='cuda:0') (tensor(10.3722, device='cuda:0')) | > loss_gen: 2.5804355144500732 (2.4996190522168136) | > loss_kl: 2.1668479442596436 (2.0057265677967586) | > loss_feat: 6.833034038543701 (6.966669256622727) | > loss_mel: 17.314678192138672 (17.237201587573903) | > loss_duration: 1.9065663814544678 (1.9727523262436326) | > loss_1: 30.80156135559082 (30.681968663189863) | > grad_norm_1: tensor(63.2552, device='cuda:0') (tensor(126.2332, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3675 (0.3648294274871414) | > loader_time: 0.0037 (0.0034998429788125527)  --> TIME: 2024-06-12 09:38:20 -- STEP: 99/330 -- GLOBAL_STEP: 403250 | > loss_disc: 2.320507049560547 (2.3638056336027202) | > loss_disc_real_0: 0.11297651380300522 (0.10938422983945018) | > loss_disc_real_1: 0.1969596892595291 (0.19696923202336436) | > loss_disc_real_2: 0.2024330496788025 (0.20989496915629416) | > loss_disc_real_3: 0.24240906536579132 (0.23008366711813993) | > loss_disc_real_4: 0.22420786321163177 (0.23403613179019003) | > loss_disc_real_5: 0.22031031548976898 (0.22446486865631257) | > loss_0: 2.320507049560547 (2.3638056336027202) | > grad_norm_0: tensor(7.3514, device='cuda:0') (tensor(9.7838, device='cuda:0')) | > loss_gen: 2.5919198989868164 (2.4903306238579033) | > loss_kl: 1.9171346426010132 (2.0054807289682253) | > loss_feat: 7.643404006958008 (6.962043983767731) | > loss_mel: 17.429012298583984 (17.184407051163483) | > loss_duration: 2.000833511352539 (1.9753165714668506) | > loss_1: 31.582304000854492 (30.617578891792682) | > grad_norm_1: tensor(41.1006, device='cuda:0') (tensor(116.0699, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3513 (0.36543898630623867) | > loader_time: 0.0037 (0.003618151250511709)  --> TIME: 2024-06-12 09:38:30 -- STEP: 124/330 -- GLOBAL_STEP: 403275 | > loss_disc: 2.325806140899658 (2.3643434643745422) | > loss_disc_real_0: 0.10084222257137299 (0.11033496705274429) | > loss_disc_real_1: 0.17392972111701965 (0.196524930336783) | > loss_disc_real_2: 0.20121367275714874 (0.2093879773972496) | > loss_disc_real_3: 0.2090097814798355 (0.2300482863380063) | > loss_disc_real_4: 0.23194068670272827 (0.23359211366022786) | > loss_disc_real_5: 0.20607781410217285 (0.2242812352074731) | > loss_0: 2.325806140899658 (2.3643434643745422) | > grad_norm_0: tensor(6.6406, device='cuda:0') (tensor(9.9323, device='cuda:0')) | > loss_gen: 2.5401885509490967 (2.4831681309207796) | > loss_kl: 2.123483419418335 (2.0106763051402186) | > loss_feat: 7.0927228927612305 (6.941437525133932) | > loss_mel: 17.152307510375977 (17.16414631566693) | > loss_duration: 2.0029263496398926 (1.9800914641349547) | > loss_1: 30.91162872314453 (30.579519625632994) | > grad_norm_1: tensor(76.7754, device='cuda:0') (tensor(113.3700, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3799 (0.36963720090927615) | > loader_time: 0.0043 (0.0037235310000758018)  --> TIME: 2024-06-12 09:38:40 -- STEP: 149/330 -- GLOBAL_STEP: 403300 | > loss_disc: 2.40102481842041 (2.3661514320629555) | > loss_disc_real_0: 0.13534198701381683 (0.11180051916197642) | > loss_disc_real_1: 0.21589915454387665 (0.19651616399720212) | > loss_disc_real_2: 0.22770532965660095 (0.2101472714203316) | > loss_disc_real_3: 0.24028709530830383 (0.22970285691670925) | > loss_disc_real_4: 0.20516735315322876 (0.23345067767088845) | > loss_disc_real_5: 0.19898800551891327 (0.22401275480753624) | > loss_0: 2.40102481842041 (2.3661514320629555) | > grad_norm_0: tensor(7.7581, device='cuda:0') (tensor(10.5400, device='cuda:0')) | > loss_gen: 2.391591787338257 (2.477229579183079) | > loss_kl: 2.090759515762329 (2.020851700897985) | > loss_feat: 6.918874263763428 (6.930765820829662) | > loss_mel: 16.500534057617188 (17.14233057930965) | > loss_duration: 2.027219295501709 (1.984709895697216) | > loss_1: 29.928979873657227 (30.555887491110987) | > grad_norm_1: tensor(100.1781, device='cuda:0') (tensor(122.5536, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3927 (0.37151930956232465) | > loader_time: 0.0041 (0.0038125915015303847)  --> TIME: 2024-06-12 09:38:50 -- STEP: 174/330 -- GLOBAL_STEP: 403325 | > loss_disc: 2.408149480819702 (2.3674512827533407) | > loss_disc_real_0: 0.14000362157821655 (0.11266361296862021) | > loss_disc_real_1: 0.18284641206264496 (0.1963676225351191) | > loss_disc_real_2: 0.2038266658782959 (0.21040991102827006) | > loss_disc_real_3: 0.25295960903167725 (0.23050961652021298) | > loss_disc_real_4: 0.23781268298625946 (0.23310381850634498) | > loss_disc_real_5: 0.23162493109703064 (0.22383372143082236) | > loss_0: 2.408149480819702 (2.3674512827533407) | > grad_norm_0: tensor(11.8682, device='cuda:0') (tensor(11.4430, device='cuda:0')) | > loss_gen: 2.4431965351104736 (2.474602850004175) | > loss_kl: 1.9270732402801514 (2.0193407823299547) | > loss_feat: 6.50504732131958 (6.913931347857948) | > loss_mel: 17.244476318359375 (17.117897905152407) | > loss_duration: 2.0859503746032715 (1.9904425157897774) | > loss_1: 30.205745697021484 (30.516215346325403) | > grad_norm_1: tensor(98.4287, device='cuda:0') (tensor(137.0201, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3889 (0.3728006995957473) | > loader_time: 0.0048 (0.003895845906487827)  --> TIME: 2024-06-12 09:39:00 -- STEP: 199/330 -- GLOBAL_STEP: 403350 | > loss_disc: 2.4894087314605713 (2.367952062856013) | > loss_disc_real_0: 0.17228136956691742 (0.11350212736644937) | > loss_disc_real_1: 0.18542522192001343 (0.1966344001305163) | > loss_disc_real_2: 0.22802887856960297 (0.21047904293740813) | > loss_disc_real_3: 0.2464795708656311 (0.23032760784853643) | > loss_disc_real_4: 0.22816400229930878 (0.2328089542275098) | > loss_disc_real_5: 0.18267139792442322 (0.22309035047813874) | > loss_0: 2.4894087314605713 (2.367952062856013) | > grad_norm_0: tensor(22.0350, device='cuda:0') (tensor(12.9245, device='cuda:0')) | > loss_gen: 2.3376808166503906 (2.4774235564859675) | > loss_kl: 1.9194495677947998 (2.020176244141468) | > loss_feat: 6.159153938293457 (6.932582023754792) | > loss_mel: 17.284408569335938 (17.086843902741233) | > loss_duration: 2.1197667121887207 (1.9997231517005805) | > loss_1: 29.820459365844727 (30.51674885007005) | > grad_norm_1: tensor(147.1667, device='cuda:0') (tensor(162.7140, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.3829 (0.374338395631493) | > loader_time: 0.0046 (0.003997783565042008)  --> TIME: 2024-06-12 09:39:10 -- STEP: 224/330 -- GLOBAL_STEP: 403375 | > loss_disc: 2.325068235397339 (2.3670231029391293) | > loss_disc_real_0: 0.12831753492355347 (0.11394547195439893) | > loss_disc_real_1: 0.17090120911598206 (0.196586837792503) | > loss_disc_real_2: 0.18596281111240387 (0.21025226744157927) | > loss_disc_real_3: 0.18977856636047363 (0.23038974816777877) | > loss_disc_real_4: 0.22624017298221588 (0.23361083419461334) | > loss_disc_real_5: 0.17687484622001648 (0.22214724123477936) | > loss_0: 2.325068235397339 (2.3670231029391293) | > grad_norm_0: tensor(12.5338, device='cuda:0') (tensor(14.4352, device='cuda:0')) | > loss_gen: 2.5871315002441406 (2.4883719767842982) | > loss_kl: 2.00822114944458 (2.023881747786487) | > loss_feat: 7.094338893890381 (6.959629126957486) | > loss_mel: 16.498363494873047 (17.05316690887722) | > loss_duration: 2.1235451698303223 (2.0082089773246223) | > loss_1: 30.311599731445312 (30.53325867652893) | > grad_norm_1: tensor(511.6736, device='cuda:0') (tensor(187.2641, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.414 (0.3769864450607981) | > loader_time: 0.0054 (0.004113379333700455)  --> TIME: 2024-06-12 09:39:21 -- STEP: 249/330 -- GLOBAL_STEP: 403400 | > loss_disc: 2.3306026458740234 (2.365006260125034) | > loss_disc_real_0: 0.10118232667446136 (0.115101347965409) | > loss_disc_real_1: 0.23502428829669952 (0.19674924117733675) | > loss_disc_real_2: 0.2137468010187149 (0.20995720257481418) | > loss_disc_real_3: 0.23081989586353302 (0.23000693309259224) | > loss_disc_real_4: 0.2532271444797516 (0.23330571230156832) | > loss_disc_real_5: 0.25010165572166443 (0.22176248457537118) | > loss_0: 2.3306026458740234 (2.365006260125034) | > grad_norm_0: tensor(36.5728, device='cuda:0') (tensor(16.0444, device='cuda:0')) | > loss_gen: 2.448488473892212 (2.4927519200796113) | > loss_kl: 2.0012333393096924 (2.025738978960426) | > loss_feat: 6.98828125 (6.963613611627296) | > loss_mel: 16.485137939453125 (17.021588742972366) | > loss_duration: 2.0894618034362793 (2.0170830186591084) | > loss_1: 30.012601852416992 (30.52077619713473) | > grad_norm_1: tensor(431.9284, device='cuda:0') (tensor(207.9877, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.4174 (0.38194893162892046) | > loader_time: 0.0055 (0.004254587204102056)  --> TIME: 2024-06-12 09:39:32 -- STEP: 274/330 -- GLOBAL_STEP: 403425 | > loss_disc: 2.288153648376465 (2.363104603586406) | > loss_disc_real_0: 0.1204105094075203 (0.1154780696234564) | > loss_disc_real_1: 0.15884265303611755 (0.19663355961768297) | > loss_disc_real_2: 0.25103843212127686 (0.21002639895373018) | > loss_disc_real_3: 0.23888909816741943 (0.2299898620830835) | > loss_disc_real_4: 0.24562473595142365 (0.2327611787367041) | > loss_disc_real_5: 0.2597705125808716 (0.2212018725210733) | > loss_0: 2.288153648376465 (2.363104603586406) | > grad_norm_0: tensor(42.3160, device='cuda:0') (tensor(17.5038, device='cuda:0')) | > loss_gen: 2.6337502002716064 (2.496977862650462) | > loss_kl: 2.040539026260376 (2.0314454157857114) | > loss_feat: 7.174400806427002 (6.978792630843001) | > loss_mel: 16.037376403808594 (16.96597044659356) | > loss_duration: 2.1156256198883057 (2.026126963378739) | > loss_1: 30.001691818237305 (30.499313222230786) | > grad_norm_1: tensor(781.6020, device='cuda:0') (tensor(231.1948, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.4731 (0.3876163820280646) | > loader_time: 0.0065 (0.00441224296597669)  --> TIME: 2024-06-12 09:39:44 -- STEP: 299/330 -- GLOBAL_STEP: 403450 | > loss_disc: 2.3678739070892334 (2.3649596314765136) | > loss_disc_real_0: 0.15203538537025452 (0.11713685214918194) | > loss_disc_real_1: 0.16812950372695923 (0.19687214633294162) | > loss_disc_real_2: 0.22724784910678864 (0.210173886506055) | > loss_disc_real_3: 0.23172470927238464 (0.22990562844037213) | > loss_disc_real_4: 0.24027805030345917 (0.232744202914844) | > loss_disc_real_5: 0.24606966972351074 (0.22069227775203742) | > loss_0: 2.3678739070892334 (2.3649596314765136) | > grad_norm_0: tensor(37.9137, device='cuda:0') (tensor(18.9750, device='cuda:0')) | > loss_gen: 2.4545938968658447 (2.4961699059974407) | > loss_kl: 1.9886022806167603 (2.0334668741577038) | > loss_feat: 6.8757147789001465 (6.9906783327211075) | > loss_mel: 17.568288803100586 (16.92973955339411) | > loss_duration: 2.1784634590148926 (2.0370300047373693) | > loss_1: 31.065662384033203 (30.48708455777886) | > grad_norm_1: tensor(439.5762, device='cuda:0') (tensor(251.7776, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.4686 (0.39458840507328724) | > loader_time: 0.0073 (0.004633598104368485)  --> TIME: 2024-06-12 09:39:58 -- STEP: 324/330 -- GLOBAL_STEP: 403475 | > loss_disc: 2.302446126937866 (2.3667022931722945) | > loss_disc_real_0: 0.19758707284927368 (0.11836767267941693) | > loss_disc_real_1: 0.18906603753566742 (0.19723129244866186) | > loss_disc_real_2: 0.19013263285160065 (0.21008608669594472) | > loss_disc_real_3: 0.17130526900291443 (0.2297489788889149) | > loss_disc_real_4: 0.1625547558069229 (0.23249439692791599) | > loss_disc_real_5: 0.1677914708852768 (0.22030717189665194) | > loss_0: 2.302446126937866 (2.3667022931722945) | > grad_norm_0: tensor(27.0347, device='cuda:0') (tensor(19.6686, device='cuda:0')) | > loss_gen: 2.303011417388916 (2.4953335538322556) | > loss_kl: 2.236623764038086 (2.0370445571563858) | > loss_feat: 10.827739715576172 (7.0591979276986745) | > loss_mel: 17.288774490356445 (16.902579328160215) | > loss_duration: 2.2618582248687744 (2.051875525786552) | > loss_1: 34.91801071166992 (30.546030756867964) | > grad_norm_1: tensor(526.1576, device='cuda:0') (tensor(267.1458, device='cuda:0')) | > current_lr_0: 0.00017749366266613177 | > current_lr_1: 0.00017749366266613177 | > step_time: 0.5916 (0.4052404555273645) | > loader_time: 0.0087 (0.0048726201057434125)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.459740161895752 (2.459740161895752) | > loss_disc_real_0: 0.07507416605949402 (0.07507416605949402) | > loss_disc_real_1: 0.2022109180688858 (0.2022109180688858) | > loss_disc_real_2: 0.20163428783416748 (0.20163428783416748) | > loss_disc_real_3: 0.24092963337898254 (0.24092963337898254) | > loss_disc_real_4: 0.25999611616134644 (0.25999611616134644) | > loss_disc_real_5: 0.3322066366672516 (0.3322066366672516) | > loss_0: 2.459740161895752 (2.459740161895752) | > loss_gen: 2.340035915374756 (2.340035915374756) | > loss_kl: 2.305128335952759 (2.305128335952759) | > loss_feat: 5.745591640472412 (5.745591640472412) | > loss_mel: 14.401224136352539 (14.401224136352539) | > loss_duration: 3.023695945739746 (3.023695945739746) | > loss_1: 27.815677642822266 (27.815677642822266)  --> STEP: 1 | > loss_disc: 2.4847278594970703 (2.4847278594970703) | > loss_disc_real_0: 0.06691969186067581 (0.06691969186067581) | > loss_disc_real_1: 0.19806955754756927 (0.19806955754756927) | > loss_disc_real_2: 0.18070517480373383 (0.18070517480373383) | > loss_disc_real_3: 0.23422136902809143 (0.23422136902809143) | > loss_disc_real_4: 0.2740615904331207 (0.2740615904331207) | > loss_disc_real_5: 0.2821471691131592 (0.2821471691131592) | > loss_0: 2.4847278594970703 (2.4847278594970703) | > loss_gen: 2.218722105026245 (2.218722105026245) | > loss_kl: 2.7449026107788086 (2.7449026107788086) | > loss_feat: 6.408975601196289 (6.408975601196289) | > loss_mel: 18.205997467041016 (18.205997467041016) | > loss_duration: 2.5733566284179688 (2.5733566284179688) | > loss_1: 32.151954650878906 (32.151954650878906)  --> STEP: 2 | > loss_disc: 2.3991682529449463 (2.4419480562210083) | > loss_disc_real_0: 0.0672018975019455 (0.06706079468131065) | > loss_disc_real_1: 0.24942328035831451 (0.2237464189529419) | > loss_disc_real_2: 0.20640012621879578 (0.1935526505112648) | > loss_disc_real_3: 0.22446921467781067 (0.22934529185295105) | > loss_disc_real_4: 0.20995835959911346 (0.2420099750161171) | > loss_disc_real_5: 0.274775892496109 (0.2784615308046341) | > loss_0: 2.3991682529449463 (2.4419480562210083) | > loss_gen: 2.343487501144409 (2.281104803085327) | > loss_kl: 3.342045545578003 (3.0434740781784058) | > loss_feat: 5.632884979248047 (6.020930290222168) | > loss_mel: 18.396541595458984 (18.30126953125) | > loss_duration: 2.6444528102874756 (2.608904719352722) | > loss_1: 32.35940933227539 (32.25568199157715)  --> STEP: 3 | > loss_disc: 2.4044930934906006 (2.4294630686442056) | > loss_disc_real_0: 0.07501563429832458 (0.06971240788698196) | > loss_disc_real_1: 0.16485299170017242 (0.20411527653535208) | > loss_disc_real_2: 0.12870872020721436 (0.17193800707658133) | > loss_disc_real_3: 0.20491339266300201 (0.22120132545630136) | > loss_disc_real_4: 0.16707509756088257 (0.2170316825310389) | > loss_disc_real_5: 0.13730192184448242 (0.23140832781791687) | > loss_0: 2.4044930934906006 (2.4294630686442056) | > loss_gen: 1.856818675994873 (2.139676094055176) | > loss_kl: 3.8697683811187744 (3.318905512491862) | > loss_feat: 7.027684211730957 (6.356514930725098) | > loss_mel: 16.5969181060791 (17.733152389526367) | > loss_duration: 2.362826347351074 (2.526878595352173) | > loss_1: 31.71401596069336 (32.07512664794922)  --> STEP: 4 | > loss_disc: 2.4033732414245605 (2.4229406118392944) | > loss_disc_real_0: 0.06419430673122406 (0.06833288259804249) | > loss_disc_real_1: 0.20986096560955048 (0.20555169880390167) | > loss_disc_real_2: 0.1924552172422409 (0.17706730961799622) | > loss_disc_real_3: 0.2240864783525467 (0.2219226136803627) | > loss_disc_real_4: 0.18362292647361755 (0.20867949351668358) | > loss_disc_real_5: 0.26592710614204407 (0.24003802239894867) | > loss_0: 2.4033732414245605 (2.4229406118392944) | > loss_gen: 2.1096911430358887 (2.132179856300354) | > loss_kl: 3.930316209793091 (3.471758186817169) | > loss_feat: 5.168076992034912 (6.059405446052551) | > loss_mel: 17.06666374206543 (17.566530227661133) | > loss_duration: 2.401221990585327 (2.4954644441604614) | > loss_1: 30.67597198486328 (31.725337982177734)  --> STEP: 5 | > loss_disc: 2.5227692127227783 (2.4429063320159914) | > loss_disc_real_0: 0.12445633113384247 (0.07955757230520248) | > loss_disc_real_1: 0.1988660842180252 (0.20421457588672637) | > loss_disc_real_2: 0.23322196304798126 (0.18829824030399323) | > loss_disc_real_3: 0.24026377499103546 (0.22559084594249726) | > loss_disc_real_4: 0.22633932530879974 (0.2122114598751068) | > loss_disc_real_5: 0.24482087790966034 (0.240994593501091) | > loss_0: 2.5227692127227783 (2.4429063320159914) | > loss_gen: 2.1522886753082275 (2.1362016201019287) | > loss_kl: 3.306934356689453 (3.438793420791626) | > loss_feat: 5.782682418823242 (6.004060840606689) | > loss_mel: 18.73346710205078 (17.79991760253906) | > loss_duration: 2.342449426651001 (2.464861440658569) | > loss_1: 32.31782150268555 (31.843834686279298)  --> STEP: 6 | > loss_disc: 2.4066202640533447 (2.436858654022217) | > loss_disc_real_0: 0.08591455221176147 (0.08061706895629565) | > loss_disc_real_1: 0.3175909221172333 (0.22311063359181085) | > loss_disc_real_2: 0.21311256289482117 (0.19243396073579788) | > loss_disc_real_3: 0.26211461424827576 (0.231678140660127) | > loss_disc_real_4: 0.22834248840808868 (0.2148999646306038) | > loss_disc_real_5: 0.21432921290397644 (0.2365503634015719) | > loss_0: 2.4066202640533447 (2.436858654022217) | > loss_gen: 2.541232109069824 (2.203706701596578) | > loss_kl: 3.0735158920288086 (3.3779138326644897) | > loss_feat: 6.4349589347839355 (6.0758771896362305) | > loss_mel: 18.332611083984375 (17.888699849446613) | > loss_duration: 2.239131212234497 (2.427239735921224) | > loss_1: 32.6214485168457 (31.9734369913737)  --> STEP: 7 | > loss_disc: 2.3330585956573486 (2.422030074255807) | > loss_disc_real_0: 0.0843287855386734 (0.08114731418234962) | > loss_disc_real_1: 0.19764278829097748 (0.2194723699774061) | > loss_disc_real_2: 0.16430915892124176 (0.188416131905147) | > loss_disc_real_3: 0.2654854953289032 (0.23650776275566646) | > loss_disc_real_4: 0.26703163981437683 (0.2223473467997142) | > loss_disc_real_5: 0.32035014033317566 (0.24852176010608673) | > loss_0: 2.3330585956573486 (2.422030074255807) | > loss_gen: 2.466925859451294 (2.241309438432966) | > loss_kl: 4.07194709777832 (3.4770614419664656) | > loss_feat: 5.3633832931518555 (5.97409234728132) | > loss_mel: 16.34357261657715 (17.66796738760812) | > loss_duration: 2.6049647331237793 (2.452629021235875) | > loss_1: 30.85079574584961 (31.813059670584543)  --> STEP: 8 | > loss_disc: 2.6504197120666504 (2.4505787789821625) | > loss_disc_real_0: 0.12505684792995453 (0.08663600590080023) | > loss_disc_real_1: 0.5175905823707581 (0.2567371465265751) | > loss_disc_real_2: 0.18679338693618774 (0.1882132887840271) | > loss_disc_real_3: 0.2504316568374634 (0.23824824951589108) | > loss_disc_real_4: 0.21406446397304535 (0.22131198644638062) | > loss_disc_real_5: 0.2129095494747162 (0.2440702337771654) | > loss_0: 2.6504197120666504 (2.4505787789821625) | > loss_gen: 2.822617292404175 (2.313972920179367) | > loss_kl: 3.185657501220703 (3.4406359493732452) | > loss_feat: 10.804065704345703 (6.577839016914368) | > loss_mel: 17.999706268310547 (17.709434747695923) | > loss_duration: 2.2616519927978516 (2.428756892681122) | > loss_1: 37.073699951171875 (32.47063970565796)  --> STEP: 9 | > loss_disc: 2.4160056114196777 (2.4467373159196644) | > loss_disc_real_0: 0.1088840663433075 (0.08910801261663437) | > loss_disc_real_1: 0.1324683278799057 (0.2429295000102785) | > loss_disc_real_2: 0.2157973349094391 (0.19127818279796177) | > loss_disc_real_3: 0.20147106051445007 (0.23416189518239763) | > loss_disc_real_4: 0.2181118279695511 (0.22095641328228843) | > loss_disc_real_5: 0.22646918892860413 (0.24211456212732527) | > loss_0: 2.4160056114196777 (2.4467373159196644) | > loss_gen: 2.051567316055298 (2.2848167419433594) | > loss_kl: 3.0905938148498535 (3.401742378870646) | > loss_feat: 9.17912483215332 (6.86687077416314) | > loss_mel: 19.889799118041992 (17.951697455512154) | > loss_duration: 2.2093663215637207 (2.4043801625569663) | > loss_1: 36.420448303222656 (32.90950732760959)  --> STEP: 10 | > loss_disc: 2.5392446517944336 (2.455988049507141) | > loss_disc_real_0: 0.15824748575687408 (0.09602195993065835) | > loss_disc_real_1: 0.24546940624713898 (0.24318349063396455) | > loss_disc_real_2: 0.24785229563713074 (0.19693559408187866) | > loss_disc_real_3: 0.21740153431892395 (0.23248585909605027) | > loss_disc_real_4: 0.23220205307006836 (0.22208097726106643) | > loss_disc_real_5: 0.2396266758441925 (0.241865773499012) | > loss_0: 2.5392446517944336 (2.455988049507141) | > loss_gen: 2.3158864974975586 (2.287923717498779) | > loss_kl: 2.7538208961486816 (3.3369502305984495) | > loss_feat: 5.8584370613098145 (6.766027402877808) | > loss_mel: 15.65877628326416 (17.722405338287352) | > loss_duration: 2.4121971130371094 (2.4051618576049805) | > loss_1: 28.99911880493164 (32.5184684753418)  --> STEP: 11 | > loss_disc: 2.6429810523986816 (2.472987413406372) | > loss_disc_real_0: 0.19020791351795197 (0.10458431934768503) | > loss_disc_real_1: 0.2608272135257721 (0.24478746544231067) | > loss_disc_real_2: 0.28876957297325134 (0.205284137617458) | > loss_disc_real_3: 0.21663379669189453 (0.23104476251385428) | > loss_disc_real_4: 0.27474546432495117 (0.22686865790323776) | > loss_disc_real_5: 0.28932255506515503 (0.24618002636866135) | > loss_0: 2.6429810523986816 (2.472987413406372) | > loss_gen: 2.2864956855773926 (2.287793896415017) | > loss_kl: 3.704165458679199 (3.370333433151245) | > loss_feat: 5.328407287597656 (6.635334665125066) | > loss_mel: 12.83664321899414 (17.278245145624336) | > loss_duration: 2.5846493244171143 (2.4214789000424473) | > loss_1: 26.7403621673584 (31.99318608370694)  --> STEP: 12 | > loss_disc: 2.696549892425537 (2.4916176199913025) | > loss_disc_real_0: 0.10203146934509277 (0.10437158184746902) | > loss_disc_real_1: 0.2546479105949402 (0.24560916920502981) | > loss_disc_real_2: 0.2500060796737671 (0.20901096612215042) | > loss_disc_real_3: 0.22875766456127167 (0.23085417101780573) | > loss_disc_real_4: 0.2637766897678375 (0.22994432722528776) | > loss_disc_real_5: 0.24702021479606628 (0.2462500420709451) | > loss_0: 2.696549892425537 (2.4916176199913025) | > loss_gen: 2.0244736671447754 (2.2658505439758305) | > loss_kl: 2.9573652744293213 (3.335919419924418) | > loss_feat: 5.315084934234619 (6.525313854217529) | > loss_mel: 15.350029945373535 (17.117560545603435) | > loss_duration: 2.29995059967041 (2.4113515416781106) | > loss_1: 27.946903228759766 (31.655995845794678)  --> STEP: 13 | > loss_disc: 2.4291749000549316 (2.486814333842351) | > loss_disc_real_0: 0.1147305816411972 (0.1051684279854481) | > loss_disc_real_1: 0.2506841719150543 (0.24599955402887785) | > loss_disc_real_2: 0.26738205552101135 (0.2135010499220628) | > loss_disc_real_3: 0.20930179953575134 (0.22919629628841692) | > loss_disc_real_4: 0.2587023973464966 (0.23215648646538073) | > loss_disc_real_5: 0.20574729144573212 (0.24313444586900565) | > loss_0: 2.4291749000549316 (2.486814333842351) | > loss_gen: 2.3989830017089844 (2.276091502262996) | > loss_kl: 3.376336097717285 (3.339028395139254) | > loss_feat: 5.180311679840088 (6.421852148496187) | > loss_mel: 15.464910507202148 (16.990433619572567) | > loss_duration: 2.316861867904663 (2.4040831052339993) | > loss_1: 28.737403869628906 (31.431488770705002)  --> STEP: 14 | > loss_disc: 2.5893049240112305 (2.494135090282985) | > loss_disc_real_0: 0.14736193418502808 (0.10818224985684667) | > loss_disc_real_1: 0.24166764318943024 (0.24569013182606017) | > loss_disc_real_2: 0.2102767825126648 (0.2132707451071058) | > loss_disc_real_3: 0.24273206293582916 (0.2301631367632321) | > loss_disc_real_4: 0.25299006700515747 (0.2336445993610791) | > loss_disc_real_5: 0.27671611309051514 (0.24553313638482774) | > loss_0: 2.5893049240112305 (2.494135090282985) | > loss_gen: 2.202842950820923 (2.2708594628742764) | > loss_kl: 3.889418601989746 (3.3783419813428606) | > loss_feat: 5.523179054260254 (6.357661213193621) | > loss_mel: 17.15017318725586 (17.0018435886928) | > loss_duration: 2.43084716796875 (2.4059948240007674) | > loss_1: 31.196460723876953 (31.414701053074428)  --> STEP: 15 | > loss_disc: 2.4498469829559326 (2.491182549794515) | > loss_disc_real_0: 0.10403177887201309 (0.1079055517911911) | > loss_disc_real_1: 0.19124922156333923 (0.24206073780854542) | > loss_disc_real_2: 0.24153509736061096 (0.21515503525733948) | > loss_disc_real_3: 0.18286652863025665 (0.22701002955436705) | > loss_disc_real_4: 0.20380406081676483 (0.23165523012479147) | > loss_disc_real_5: 0.22003287076950073 (0.24383311867713928) | > loss_0: 2.4498469829559326 (2.491182549794515) | > loss_gen: 2.0594959259033203 (2.256768560409546) | > loss_kl: 3.5964999198913574 (3.3928858439127603) | > loss_feat: 7.426337242126465 (6.428906281789144) | > loss_mel: 17.02579689025879 (17.00344047546387) | > loss_duration: 2.3833842277526855 (2.404487450917562) | > loss_1: 32.491512298583984 (31.48648846944173)  --> STEP: 16 | > loss_disc: 2.60628080368042 (2.498376190662384) | > loss_disc_real_0: 0.27455660700798035 (0.11832124274224043) | > loss_disc_real_1: 0.19019004702568054 (0.23881881963461637) | > loss_disc_real_2: 0.19192232191562653 (0.21370299067348242) | > loss_disc_real_3: 0.1896098405122757 (0.22467251773923635) | > loss_disc_real_4: 0.2310803383588791 (0.23161929938942194) | > loss_disc_real_5: 0.16852475702762604 (0.2391263460740447) | > loss_0: 2.60628080368042 (2.498376190662384) | > loss_gen: 2.0359861850738525 (2.242969661951065) | > loss_kl: 2.998721122741699 (3.368250548839569) | > loss_feat: 5.890825271606445 (6.395276218652725) | > loss_mel: 17.14014434814453 (17.01198446750641) | > loss_duration: 2.427961826324463 (2.405954599380493) | > loss_1: 30.493637084960938 (31.424435257911682)  --> STEP: 17 | > loss_disc: 2.690131902694702 (2.509655938428991) | > loss_disc_real_0: 0.1042620986700058 (0.1174942342674031) | > loss_disc_real_1: 0.1953401118516922 (0.236261248588562) | > loss_disc_real_2: 0.28961291909217834 (0.21816828058046453) | > loss_disc_real_3: 0.17652809619903564 (0.22184049294275396) | > loss_disc_real_4: 0.24434307217597961 (0.23236775661216064) | > loss_disc_real_5: 0.3070674240589142 (0.24312288007315466) | > loss_0: 2.690131902694702 (2.509655938428991) | > loss_gen: 2.2038066387176514 (2.240665954702041) | > loss_kl: 2.5522637367248535 (3.320251324597527) | > loss_feat: 5.537127494812012 (6.344796881956213) | > loss_mel: 17.334447860717773 (17.030952902401197) | > loss_duration: 2.500357151031494 (2.4115076906540813) | > loss_1: 30.128002166748047 (31.348174487843234)  --> STEP: 18 | > loss_disc: 2.2598018646240234 (2.495775156550937) | > loss_disc_real_0: 0.1040889173746109 (0.11674949444002575) | > loss_disc_real_1: 0.25652700662612915 (0.23738712403509352) | > loss_disc_real_2: 0.21112151443958282 (0.21777679357263777) | > loss_disc_real_3: 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2.5761756896972656 (2.500006763558639) | > loss_gen: 2.301361560821533 (2.274268865585327) | > loss_kl: 2.319549560546875 (3.283588221198634) | > loss_feat: 5.555944919586182 (6.481416200336657) | > loss_mel: 16.39005470275879 (17.05820073579487) | > loss_duration: 2.358581304550171 (2.4019251246201363) | > loss_1: 28.925491333007812 (31.499398783633584)  --> STEP: 20 | > loss_disc: 2.5645079612731934 (2.503231823444367) | > loss_disc_real_0: 0.2636975049972534 (0.12292242124676704) | > loss_disc_real_1: 0.2689855396747589 (0.23975946754217148) | > loss_disc_real_2: 0.17186219990253448 (0.22033246532082557) | > loss_disc_real_3: 0.26308050751686096 (0.22536034658551216) | > loss_disc_real_4: 0.22280597686767578 (0.2350664146244526) | > loss_disc_real_5: 0.29875245690345764 (0.2470113605260849) | > loss_0: 2.5645079612731934 (2.503231823444367) | > loss_gen: 2.398084878921509 (2.280459666252136) | > loss_kl: 2.267500400543213 (3.232783830165863) | > loss_feat: 7.9511847496032715 (6.554904627799988) | > loss_mel: 17.996135711669922 (17.105097484588622) | > loss_duration: 2.318366527557373 (2.3977471947669984) | > loss_1: 32.931270599365234 (31.570992374420165)  --> STEP: 21 | > loss_disc: 2.662804365158081 (2.5108305159069246) | > loss_disc_real_0: 0.11205897480249405 (0.12240511427323024) | > loss_disc_real_1: 0.21689659357070923 (0.23867075925781614) | > loss_disc_real_2: 0.2640228271484375 (0.22241295874118805) | > loss_disc_real_3: 0.2916727066040039 (0.22851807801496415) | > loss_disc_real_4: 0.30749818682670593 (0.2385155466340837) | > loss_disc_real_5: 0.2706219553947449 (0.24813567456744967) | > loss_0: 2.662804365158081 (2.5108305159069246) | > loss_gen: 2.2190988063812256 (2.2775377205439975) | > loss_kl: 2.2028846740722656 (3.183741013209025) | > loss_feat: 4.503046035766602 (6.457197075798398) | > loss_mel: 14.5042142868042 (16.981245903741744) | > loss_duration: 2.1959304809570312 (2.388136875061762) | > loss_1: 25.625173568725586 (31.287858145577566)  --> STEP: 22 | > loss_disc: 2.55804181098938 (2.512976483865218) | > loss_disc_real_0: 0.14261098206043243 (0.12332356280901215) | > loss_disc_real_1: 0.38426610827445984 (0.24528872966766357) | > loss_disc_real_2: 0.23850767314434052 (0.22314453666860407) | > loss_disc_real_3: 0.2576673924922943 (0.2298430468548428) | > loss_disc_real_4: 0.27588096261024475 (0.24021397463300012) | > loss_disc_real_5: 0.23044776916503906 (0.2473316788673401) | > loss_0: 2.55804181098938 (2.512976483865218) | > loss_gen: 2.530536413192749 (2.289037661118941) | > loss_kl: 2.271698474884033 (3.142284534194253) | > loss_feat: 5.357950210571289 (6.407231309197166) | > loss_mel: 14.478949546813965 (16.867505160245027) | > loss_duration: 2.242952823638916 (2.3815375999970874) | > loss_1: 26.88208770751953 (31.087595852938566)  --> STEP: 23 | > loss_disc: 2.5948173999786377 (2.5165347845658017) | > loss_disc_real_0: 0.17162489891052246 (0.12542362090038217) | > loss_disc_real_1: 0.26257336139678955 (0.24604023539501688) | > loss_disc_real_2: 0.3051958382129669 (0.22671198456183725) | > loss_disc_real_3: 0.24270492792129517 (0.23040225907512332) | > loss_disc_real_4: 0.24577216804027557 (0.24045563521592514) | > loss_disc_real_5: 0.31582334637641907 (0.25030957745469135) | > loss_0: 2.5948173999786377 (2.5165347845658017) | > loss_gen: 2.376819372177124 (2.2928542572519053) | > loss_kl: 3.161111354827881 (3.143103091613106) | > loss_feat: 5.469893932342529 (6.366477510203486) | > loss_mel: 16.39356803894043 (16.846899198449176) | > loss_duration: 2.3390469551086426 (2.3796901806541113) | > loss_1: 29.740440368652344 (31.029023875360902)  --> STEP: 24 | > loss_disc: 2.4561924934387207 (2.5140205224355068) | > loss_disc_real_0: 0.09487676620483398 (0.12415083528806765) | > loss_disc_real_1: 0.29927700757980347 (0.24825843423604965) | > loss_disc_real_2: 0.32147765159606934 (0.2306605540215969) | > loss_disc_real_3: 0.2889516055583954 (0.232841815178593) | > loss_disc_real_4: 0.21614840626716614 (0.23944283400972685) | > loss_disc_real_5: 0.2635945975780487 (0.25086311995983124) | > loss_0: 2.4561924934387207 (2.5140205224355068) | > loss_gen: 2.5300064086914062 (2.302735596895218) | > loss_kl: 2.5609700679779053 (3.1188475489616394) | > loss_feat: 5.763413429260254 (6.341349840164185) | > loss_mel: 17.361814498901367 (16.868354002634685) | > loss_duration: 2.4492125511169434 (2.3825869460900626) | > loss_1: 30.66541862487793 (31.01387365659078)  --> STEP: 25 | > loss_disc: 2.5124082565307617 (2.513956031799317) | > loss_disc_real_0: 0.09941417723894119 (0.1231613689661026) | > loss_disc_real_1: 0.19651062786579132 (0.2461885219812393) | > loss_disc_real_2: 0.23681151866912842 (0.23090659260749816) | > loss_disc_real_3: 0.1836872398853302 (0.2308756321668625) | > loss_disc_real_4: 0.23931442201137543 (0.2394376975297928) | > loss_disc_real_5: 0.2544008493423462 (0.25100462913513183) | > loss_0: 2.5124082565307617 (2.513956031799317) | > loss_gen: 2.0809834003448486 (2.293865509033203) | > loss_kl: 2.742914915084839 (3.1038102436065675) | > loss_feat: 6.7366180419921875 (6.357160568237305) | > loss_mel: 15.840043067932129 (16.82722156524658) | > loss_duration: 2.40952730178833 (2.3836645603179933) | > loss_1: 29.810087203979492 (30.96572219848633)  --> STEP: 26 | > loss_disc: 2.7737574577331543 (2.523948394335233) | > loss_disc_real_0: 0.22611413896083832 (0.12712109088897705) | > loss_disc_real_1: 0.19843511283397675 (0.2443518523986523) | > loss_disc_real_2: 0.22600698471069336 (0.23071814614992875) | > loss_disc_real_3: 0.11607231944799423 (0.2264601201392137) | > loss_disc_real_4: 0.13054445385932922 (0.23524949585015958) | > loss_disc_real_5: 0.11504843831062317 (0.24577554487265074) | > loss_0: 2.7737574577331543 (2.523948394335233) | > loss_gen: 1.8698062896728516 (2.2775555390578046) | > loss_kl: 2.703488349914551 (3.088413247695336) | > loss_feat: 15.43105697631836 (6.70615658393273) | > loss_mel: 19.592924118041992 (16.9335947403541) | > loss_duration: 2.2698214054107666 (2.3792859774369464) | > loss_1: 41.867095947265625 (31.38500580420861) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024935098794790413 (+5.202109997089069e-05) | > avg_loss_disc: 2.523948394335233 (-0.01054748205038214) | > avg_loss_disc_real_0: 0.12712109088897705 (-0.05641005990596917) | > avg_loss_disc_real_1: 0.2443518523986523 (+0.04685114553341499) | > avg_loss_disc_real_2: 0.23071814614992875 (-0.030112909582944936) | > avg_loss_disc_real_3: 0.2264601201392137 (-0.063275031458873) | > avg_loss_disc_real_4: 0.23524949585015958 (-0.017519683792040885) | > avg_loss_disc_real_5: 0.24577554487265074 (-0.0732696383045271) | > avg_loss_0: 2.523948394335233 (-0.01054748205038214) | > avg_loss_gen: 2.2775555390578046 (-0.29595812467428395) | > avg_loss_kl: 3.088413247695336 (+0.056853725359990115) | > avg_loss_feat: 6.70615658393273 (+0.49890387975252537) | > avg_loss_mel: 16.9335947403541 (+0.31193868930523294) | > avg_loss_duration: 2.3792859774369464 (-0.0018372719104471358) | > avg_loss_1: 31.38500580420861 (+0.569900586054878)  > EPOCH: 956/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:40:21)   --> TIME: 2024-06-12 09:40:29 -- STEP: 19/330 -- GLOBAL_STEP: 403500 | > loss_disc: 2.386443614959717 (2.348894897260164) | > loss_disc_real_0: 0.08863575756549835 (0.10514579752558156) | > loss_disc_real_1: 0.19582173228263855 (0.21465717099214854) | > loss_disc_real_2: 0.1991482377052307 (0.2100617650308107) | > loss_disc_real_3: 0.23109066486358643 (0.22457623638604818) | > loss_disc_real_4: 0.21628332138061523 (0.22839501264848208) | > loss_disc_real_5: 0.21269717812538147 (0.21825438659442098) | > loss_0: 2.386443614959717 (2.348894897260164) | > grad_norm_0: tensor(10.2045, device='cuda:0') (tensor(8.8745, device='cuda:0')) | > loss_gen: 2.4370040893554688 (2.51755196169803) | > loss_kl: 2.0028750896453857 (1.892265658629568) | > loss_feat: 7.526172637939453 (6.9353690900300675) | > loss_mel: 17.045122146606445 (17.278098558124743) | > loss_duration: 1.9666755199432373 (2.034977304308038) | > loss_1: 30.977848052978516 (30.65826285512824) | > grad_norm_1: tensor(89.4705, device='cuda:0') (tensor(78.8390, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3612 (0.38784102389686986) | > loader_time: 0.0029 (0.003333995216771176) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_403500.pth  --> TIME: 2024-06-12 09:40:44 -- STEP: 44/330 -- GLOBAL_STEP: 403525 | > loss_disc: 2.3126511573791504 (2.349496760151603) | > loss_disc_real_0: 0.10461399704217911 (0.10529174757274715) | > loss_disc_real_1: 0.1680809110403061 (0.2030543519014662) | > loss_disc_real_2: 0.18183059990406036 (0.20664986900307916) | > loss_disc_real_3: 0.2107723355293274 (0.2245585654269565) | > loss_disc_real_4: 0.18990373611450195 (0.23162584447047926) | > loss_disc_real_5: 0.21935798227787018 (0.2244192896918817) | > loss_0: 2.3126511573791504 (2.349496760151603) | > grad_norm_0: tensor(7.9159, device='cuda:0') (tensor(7.9969, device='cuda:0')) | > loss_gen: 2.539720296859741 (2.494736422191967) | > loss_kl: 1.8146597146987915 (1.9344434304670854) | > loss_feat: 8.172962188720703 (6.969518076289784) | > loss_mel: 17.662389755249023 (17.178074836730957) | > loss_duration: 1.9055124521255493 (1.988868046890606) | > loss_1: 32.095245361328125 (30.565640969709918) | > grad_norm_1: tensor(99.2595, device='cuda:0') (tensor(74.8774, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3461 (0.3814560174942017) | > loader_time: 0.2738 (0.014251551844856956)  --> TIME: 2024-06-12 09:40:56 -- STEP: 69/330 -- GLOBAL_STEP: 403550 | > loss_disc: 2.4111735820770264 (2.343861638635829) | > loss_disc_real_0: 0.12278284877538681 (0.10662995095270267) | > loss_disc_real_1: 0.22309544682502747 (0.19975189303142438) | > loss_disc_real_2: 0.22512492537498474 (0.20729933463144992) | > loss_disc_real_3: 0.22484035789966583 (0.2264147457005321) | > loss_disc_real_4: 0.23177985846996307 (0.23197570248790408) | > loss_disc_real_5: 0.2354763001203537 (0.22484567437482916) | > loss_0: 2.4111735820770264 (2.343861638635829) | > grad_norm_0: tensor(10.4060, device='cuda:0') (tensor(8.4114, device='cuda:0')) | > loss_gen: 2.3847999572753906 (2.496649901072184) | > loss_kl: 1.8984127044677734 (1.9552426821943643) | > loss_feat: 6.741793632507324 (7.015927183455315) | > loss_mel: 16.093870162963867 (17.145897118941594) | > loss_duration: 1.912740707397461 (1.977410217990046) | > loss_1: 29.031618118286133 (30.59112717448801) | > grad_norm_1: tensor(104.6509, device='cuda:0') (tensor(82.8458, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3542 (0.37374445666437567) | > loader_time: 0.0036 (0.04482492156650709)  --> TIME: 2024-06-12 09:41:05 -- STEP: 94/330 -- GLOBAL_STEP: 403575 | > loss_disc: 2.314026117324829 (2.3409259674396923) | > loss_disc_real_0: 0.09541614353656769 (0.10874269014977395) | > loss_disc_real_1: 0.1973773092031479 (0.19774622834743338) | > loss_disc_real_2: 0.2389020323753357 (0.20664146352321544) | > loss_disc_real_3: 0.219496950507164 (0.22680476910256325) | > loss_disc_real_4: 0.23041537404060364 (0.23164190098326257) | > loss_disc_real_5: 0.18194499611854553 (0.22314889427829296) | > loss_0: 2.314026117324829 (2.3409259674396923) | > grad_norm_0: tensor(9.6919, device='cuda:0') (tensor(8.9126, device='cuda:0')) | > loss_gen: 2.5096852779388428 (2.4930202352239723) | > loss_kl: 1.9822410345077515 (1.9600397411813126) | > loss_feat: 7.132720947265625 (6.985144026735996) | > loss_mel: 17.42401885986328 (17.090903332892893) | > loss_duration: 2.002192497253418 (1.976002114884397) | > loss_1: 31.050857543945312 (30.505109584077875) | > grad_norm_1: tensor(193.6601, device='cuda:0') (tensor(91.5912, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3693 (0.3719239209560639) | > loader_time: 0.0038 (0.03389464033410905)  --> TIME: 2024-06-12 09:41:15 -- STEP: 119/330 -- GLOBAL_STEP: 403600 | > loss_disc: 2.3192522525787354 (2.34419373504254) | > loss_disc_real_0: 0.07521876692771912 (0.10967208783165748) | > loss_disc_real_1: 0.1787351816892624 (0.19652487926122522) | > loss_disc_real_2: 0.19890527427196503 (0.2073046463627775) | > loss_disc_real_3: 0.1942901611328125 (0.226495971449283) | > loss_disc_real_4: 0.22234617173671722 (0.23204963998634273) | > loss_disc_real_5: 0.18750424683094025 (0.22303686547680063) | > loss_0: 2.3192522525787354 (2.34419373504254) | > grad_norm_0: tensor(12.6434, device='cuda:0') (tensor(9.8719, device='cuda:0')) | > loss_gen: 2.548027992248535 (2.4922653466713527) | > loss_kl: 1.9366365671157837 (1.9739774505631262) | > loss_feat: 7.215190887451172 (7.020547373955991) | > loss_mel: 17.59528160095215 (17.07960672939525) | > loss_duration: 1.9780642986297607 (1.9788685476078707) | > loss_1: 31.2731990814209 (30.5452655984574) | > grad_norm_1: tensor(174.1509, device='cuda:0') (tensor(116.7834, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.384 (0.37127433504377105) | > loader_time: 0.0046 (0.027618895057870577)  --> TIME: 2024-06-12 09:41:24 -- STEP: 144/330 -- GLOBAL_STEP: 403625 | > loss_disc: 2.3551220893859863 (2.348911123143302) | > loss_disc_real_0: 0.1064455658197403 (0.11069663179417455) | > loss_disc_real_1: 0.183241069316864 (0.19640411881523) | > loss_disc_real_2: 0.19148731231689453 (0.20795830090840658) | > loss_disc_real_3: 0.22627626359462738 (0.22756700724777248) | > loss_disc_real_4: 0.23974888026714325 (0.23253369693540865) | > loss_disc_real_5: 0.21007944643497467 (0.22346761833048528) | > loss_0: 2.3551220893859863 (2.348911123143302) | > grad_norm_0: tensor(12.6367, device='cuda:0') (tensor(10.9059, device='cuda:0')) | > loss_gen: 2.469788074493408 (2.491405190693008) | > loss_kl: 2.032378911972046 (1.9852945109208424) | > loss_feat: 7.7370500564575195 (7.012039307090971) | > loss_mel: 17.094806671142578 (17.080016646120285) | > loss_duration: 1.981116533279419 (1.9848270681169298) | > loss_1: 31.315139770507812 (30.553582853741116) | > grad_norm_1: tensor(191.9118, device='cuda:0') (tensor(132.2091, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3835 (0.3729599085119036) | > loader_time: 0.0045 (0.023594374457995112)  --> TIME: 2024-06-12 09:41:34 -- STEP: 169/330 -- GLOBAL_STEP: 403650 | > loss_disc: 2.3899550437927246 (2.352155465346116) | > loss_disc_real_0: 0.10909342765808105 (0.11153799586394839) | > loss_disc_real_1: 0.19146305322647095 (0.19651742376519374) | > loss_disc_real_2: 0.2140374332666397 (0.20867287874574492) | > loss_disc_real_3: 0.22383898496627808 (0.22788029327195072) | > loss_disc_real_4: 0.24689608812332153 (0.23240771113768133) | > loss_disc_real_5: 0.23861929774284363 (0.22357428770446214) | > loss_0: 2.3899550437927246 (2.352155465346116) | > grad_norm_0: tensor(9.0834, device='cuda:0') (tensor(11.3170, device='cuda:0')) | > loss_gen: 2.3964743614196777 (2.485047505452084) | > loss_kl: 2.151573419570923 (1.9930909935539292) | > loss_feat: 7.144731044769287 (6.973439151718772) | > loss_mel: 17.29224395751953 (17.064579286518896) | > loss_duration: 2.052839756011963 (1.9907763406369814) | > loss_1: 31.03786277770996 (30.506933358999397) | > grad_norm_1: tensor(185.9917, device='cuda:0') (tensor(138.3797, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3967 (0.3756309218660614) | > loader_time: 0.0044 (0.02078968674473509)  --> TIME: 2024-06-12 09:41:44 -- STEP: 194/330 -- GLOBAL_STEP: 403675 | > loss_disc: 2.430171489715576 (2.361456265154572) | > loss_disc_real_0: 0.11660128831863403 (0.11294386985222092) | > loss_disc_real_1: 0.18834534287452698 (0.196768974904547) | > loss_disc_real_2: 0.2378339320421219 (0.2097762004309094) | > loss_disc_real_3: 0.27306416630744934 (0.22911119921920226) | > loss_disc_real_4: 0.26528823375701904 (0.23302789570130023) | > loss_disc_real_5: 0.24908676743507385 (0.22360713134721383) | > loss_0: 2.430171489715576 (2.361456265154572) | > grad_norm_0: tensor(12.4653, device='cuda:0') (tensor(11.6758, device='cuda:0')) | > loss_gen: 2.426572561264038 (2.4752234810406404) | > loss_kl: 1.8302083015441895 (1.9958454247602482) | > loss_feat: 6.748428821563721 (6.94340276963932) | > loss_mel: 16.997365951538086 (17.03527685047425) | > loss_duration: 2.02548885345459 (1.9985390090450799) | > loss_1: 30.028064727783203 (30.44828760009451) | > grad_norm_1: tensor(207.9343, device='cuda:0') (tensor(143.1499, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.3979 (0.3783449168057786) | > loader_time: 0.0051 (0.018743295030495565)  --> TIME: 2024-06-12 09:41:55 -- STEP: 219/330 -- GLOBAL_STEP: 403700 | > loss_disc: 2.334528684616089 (2.365141272000525) | > loss_disc_real_0: 0.08386993408203125 (0.11459359948493578) | > loss_disc_real_1: 0.19185085594654083 (0.196527167134089) | > loss_disc_real_2: 0.2716861069202423 (0.2098097696424075) | > loss_disc_real_3: 0.21331258118152618 (0.229597353091523) | > loss_disc_real_4: 0.208671435713768 (0.23309235553763227) | > loss_disc_real_5: 0.1865611970424652 (0.22393475874373903) | > loss_0: 2.334528684616089 (2.365141272000525) | > grad_norm_0: tensor(16.6776, device='cuda:0') (tensor(12.6773, device='cuda:0')) | > loss_gen: 2.446247100830078 (2.4717921263551066) | > loss_kl: 2.261373519897461 (2.001391672652606) | > loss_feat: 7.057816982269287 (6.926182962443731) | > loss_mel: 17.79291534423828 (16.97607921356479) | > loss_duration: 2.064321517944336 (2.006442995376238) | > loss_1: 31.6226749420166 (30.381889038434313) | > grad_norm_1: tensor(106.0609, device='cuda:0') (tensor(160.6945, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.4132 (0.3812083610116619) | > loader_time: 0.0059 (0.017205339588531075)  --> TIME: 2024-06-12 09:42:05 -- STEP: 244/330 -- GLOBAL_STEP: 403725 | > loss_disc: 2.295619249343872 (2.368752923168119) | > loss_disc_real_0: 0.07293689996004105 (0.11591323468162391) | > loss_disc_real_1: 0.2618355453014374 (0.19702774219092772) | > loss_disc_real_2: 0.23679643869400024 (0.20999576468936731) | > loss_disc_real_3: 0.21650199592113495 (0.229758014627656) | > loss_disc_real_4: 0.2163086086511612 (0.2332300567602525) | > loss_disc_real_5: 0.21488544344902039 (0.22480735567505242) | > loss_0: 2.295619249343872 (2.368752923168119) | > grad_norm_0: tensor(13.7861, device='cuda:0') (tensor(14.2034, device='cuda:0')) | > loss_gen: 2.7243659496307373 (2.4728595350609455) | > loss_kl: 2.0200998783111572 (2.00459418726749) | > loss_feat: 6.969330787658691 (6.920795127993724) | > loss_mel: 15.7301664352417 (16.949385732900893) | > loss_duration: 2.0381555557250977 (2.016080073645859) | > loss_1: 29.48211669921875 (30.363714726244815) | > grad_norm_1: tensor(413.4663, device='cuda:0') (tensor(180.8411, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.4324 (0.3847687850232984) | > loader_time: 0.0052 (0.01599754759522734)  --> TIME: 2024-06-12 09:42:17 -- STEP: 269/330 -- GLOBAL_STEP: 403750 | > loss_disc: 2.375079870223999 (2.369754762011389) | > loss_disc_real_0: 0.0990220159292221 (0.11624304612329905) | > loss_disc_real_1: 0.21077415347099304 (0.196994796838459) | > loss_disc_real_2: 0.21668221056461334 (0.2105816078673508) | > loss_disc_real_3: 0.22760061919689178 (0.23011086050240964) | > loss_disc_real_4: 0.23986470699310303 (0.2335545118745818) | > loss_disc_real_5: 0.23286239802837372 (0.22356921035560975) | > loss_0: 2.375079870223999 (2.369754762011389) | > grad_norm_0: tensor(19.2084, device='cuda:0') (tensor(15.3743, device='cuda:0')) | > loss_gen: 2.417564868927002 (2.4792105974317935) | > loss_kl: 2.0647971630096436 (2.0109373189259627) | > loss_feat: 6.830005168914795 (6.941821422718714) | > loss_mel: 16.57394790649414 (16.912460965294812) | > loss_duration: 2.114694595336914 (2.0245847090469433) | > loss_1: 30.001008987426758 (30.369015094516) | > grad_norm_1: tensor(142.3067, device='cuda:0') (tensor(196.4922, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.4567 (0.3900062107242173) | > loader_time: 0.0057 (0.015045325552220669)  --> TIME: 2024-06-12 09:42:28 -- STEP: 294/330 -- GLOBAL_STEP: 403775 | > loss_disc: 2.4002325534820557 (2.372560284575637) | > loss_disc_real_0: 0.11502332240343094 (0.11778663228056874) | > loss_disc_real_1: 0.1929951161146164 (0.19718262152809676) | > loss_disc_real_2: 0.17029818892478943 (0.21060853912716823) | > loss_disc_real_3: 0.22718875110149384 (0.23028379541878788) | > loss_disc_real_4: 0.2819077968597412 (0.23334688637532344) | > loss_disc_real_5: 0.23750072717666626 (0.22316222774739164) | > loss_0: 2.4002325534820557 (2.372560284575637) | > grad_norm_0: tensor(20.6226, device='cuda:0') (tensor(17.1044, device='cuda:0')) | > loss_gen: 2.4562649726867676 (2.478455445393414) | > loss_kl: 2.084460973739624 (2.017386662716767) | > loss_feat: 7.1060590744018555 (6.942570861505001) | > loss_mel: 16.700885772705078 (16.85880106971377) | > loss_duration: 2.189260959625244 (2.0350377632647163) | > loss_1: 30.53693199157715 (30.332251905584013) | > grad_norm_1: tensor(144.6465, device='cuda:0') (tensor(218.5857, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.4755 (0.39590528384357887) | > loader_time: 0.0064 (0.014297191788550125)  --> TIME: 2024-06-12 09:42:42 -- STEP: 319/330 -- GLOBAL_STEP: 403800 | > loss_disc: 2.41086483001709 (2.3749057940181126) | > loss_disc_real_0: 0.1622629463672638 (0.1193455385283617) | > loss_disc_real_1: 0.2059350609779358 (0.19786714848866666) | > loss_disc_real_2: 0.224141925573349 (0.2106537698858584) | > loss_disc_real_3: 0.23735158145427704 (0.23021070439613717) | > loss_disc_real_4: 0.21643048524856567 (0.2331741370003799) | > loss_disc_real_5: 0.23704500496387482 (0.2233087807706904) | > loss_0: 2.41086483001709 (2.3749057940181126) | > grad_norm_0: tensor(23.2036, device='cuda:0') (tensor(17.5134, device='cuda:0')) | > loss_gen: 2.32236647605896 (2.474998634063338) | > loss_kl: 2.089134931564331 (2.0236850868571876) | > loss_feat: 7.97116756439209 (6.959132181065955) | > loss_mel: 16.737834930419922 (16.817513938234136) | > loss_duration: 2.2429957389831543 (2.049029608131579) | > loss_1: 31.363500595092773 (30.324359552987318) | > grad_norm_1: tensor(312.8917, device='cuda:0') (tensor(227.3414, device='cuda:0')) | > current_lr_0: 0.0001774714759582985 | > current_lr_1: 0.0001774714759582985 | > step_time: 0.5599 (0.40535002442362905) | > loader_time: 0.0082 (0.013753641361726852)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6405153274536133 (2.6405153274536133) | > loss_disc_real_0: 0.10832512378692627 (0.10832512378692627) | > loss_disc_real_1: 0.331093430519104 (0.331093430519104) | > loss_disc_real_2: 0.25384169816970825 (0.25384169816970825) | > loss_disc_real_3: 0.2700413763523102 (0.2700413763523102) | > loss_disc_real_4: 0.2899966835975647 (0.2899966835975647) | > loss_disc_real_5: 0.26921674609184265 (0.26921674609184265) | > loss_0: 2.6405153274536133 (2.6405153274536133) | > loss_gen: 2.5659663677215576 (2.5659663677215576) | > loss_kl: 2.821889877319336 (2.821889877319336) | > loss_feat: 4.691545009613037 (4.691545009613037) | > loss_mel: 14.48038101196289 (14.48038101196289) | > loss_duration: 3.098909378051758 (3.098909378051758) | > loss_1: 27.65869140625 (27.65869140625)  --> STEP: 1 | > loss_disc: 2.442373514175415 (2.442373514175415) | > loss_disc_real_0: 0.09918958693742752 (0.09918958693742752) | > loss_disc_real_1: 0.3150534927845001 (0.3150534927845001) | > loss_disc_real_2: 0.1543896347284317 (0.1543896347284317) | > loss_disc_real_3: 0.2370581179857254 (0.2370581179857254) | > loss_disc_real_4: 0.2781199514865875 (0.2781199514865875) | > loss_disc_real_5: 0.2295888364315033 (0.2295888364315033) | > loss_0: 2.442373514175415 (2.442373514175415) | > loss_gen: 2.4205188751220703 (2.4205188751220703) | > loss_kl: 3.009136438369751 (3.009136438369751) | > loss_feat: 6.616550922393799 (6.616550922393799) | > loss_mel: 17.08144760131836 (17.08144760131836) | > loss_duration: 2.532047748565674 (2.532047748565674) | > loss_1: 31.659700393676758 (31.659700393676758)  --> STEP: 2 | > loss_disc: 2.611252784729004 (2.5268131494522095) | > loss_disc_real_0: 0.1447327882051468 (0.12196118757128716) | > loss_disc_real_1: 0.2662390172481537 (0.2906462550163269) | > loss_disc_real_2: 0.2194732278585434 (0.18693143129348755) | > loss_disc_real_3: 0.2657078206539154 (0.2513829693198204) | > loss_disc_real_4: 0.2760043442249298 (0.27706214785575867) | > loss_disc_real_5: 0.30163732171058655 (0.2656130790710449) | > loss_0: 2.611252784729004 (2.5268131494522095) | > loss_gen: 2.3559536933898926 (2.3882362842559814) | > loss_kl: 3.05987286567688 (3.0345046520233154) | > loss_feat: 5.700345516204834 (6.158448219299316) | > loss_mel: 17.812477111816406 (17.446962356567383) | > loss_duration: 2.5155248641967773 (2.5237863063812256) | > loss_1: 31.444175720214844 (31.5519380569458)  --> STEP: 3 | > loss_disc: 2.3814384937286377 (2.4783549308776855) | > loss_disc_real_0: 0.062155354768037796 (0.10202590997020404) | > loss_disc_real_1: 0.23601029813289642 (0.2724342693885167) | > loss_disc_real_2: 0.18853378295898438 (0.18746554851531982) | > loss_disc_real_3: 0.2578575909137726 (0.25354117651780445) | > loss_disc_real_4: 0.2502498924732208 (0.2681247293949127) | > loss_disc_real_5: 0.23980334401130676 (0.2570098340511322) | > loss_0: 2.3814384937286377 (2.4783549308776855) | > loss_gen: 2.396230936050415 (2.3909011681874595) | > loss_kl: 4.235848426818848 (3.4349525769551597) | > loss_feat: 6.864131927490234 (6.393676122029622) | > loss_mel: 16.25204086303711 (17.048655192057293) | > loss_duration: 2.3954477310180664 (2.4810067812601724) | > loss_1: 32.143699645996094 (31.749191919962566)  --> STEP: 4 | > loss_disc: 2.531461477279663 (2.49163156747818) | > loss_disc_real_0: 0.11464137583971024 (0.10517977643758059) | > loss_disc_real_1: 0.33114147186279297 (0.2871110700070858) | > loss_disc_real_2: 0.20132429897785187 (0.19093023613095284) | > loss_disc_real_3: 0.23642750084400177 (0.2492627575993538) | > loss_disc_real_4: 0.22679081559181213 (0.2577912509441376) | > loss_disc_real_5: 0.20312677323818207 (0.24353906884789467) | > loss_0: 2.531461477279663 (2.49163156747818) | > loss_gen: 2.3005826473236084 (2.3683215379714966) | > loss_kl: 3.891422748565674 (3.549070119857788) | > loss_feat: 5.618432521820068 (6.199865221977234) | > loss_mel: 16.79632568359375 (16.985572814941406) | > loss_duration: 2.3709311485290527 (2.4534878730773926) | > loss_1: 30.97769546508789 (31.556317806243896)  --> STEP: 5 | > loss_disc: 2.3106679916381836 (2.4554388523101807) | > loss_disc_real_0: 0.14530138671398163 (0.1132040984928608) | > loss_disc_real_1: 0.2773880660533905 (0.28516646921634675) | > loss_disc_real_2: 0.2099253386259079 (0.19472925662994384) | > loss_disc_real_3: 0.2795974612236023 (0.2553296983242035) | > loss_disc_real_4: 0.25841784477233887 (0.25791656970977783) | > loss_disc_real_5: 0.20033703744411469 (0.23489866256713868) | > loss_0: 2.3106679916381836 (2.4554388523101807) | > loss_gen: 2.62451171875 (2.4195595741271974) | > loss_kl: 2.350184679031372 (3.309293031692505) | > loss_feat: 5.143116474151611 (5.988515472412109) | > loss_mel: 17.487937927246094 (17.086045837402345) | > loss_duration: 2.3716468811035156 (2.4371196746826174) | > loss_1: 29.977397918701172 (31.24053382873535)  --> STEP: 6 | > loss_disc: 2.6801249980926514 (2.492886543273926) | > loss_disc_real_0: 0.09042283892631531 (0.10940722189843655) | > loss_disc_real_1: 0.3889721930027008 (0.3024674231807391) | > loss_disc_real_2: 0.28435805439949036 (0.20966738959153494) | > loss_disc_real_3: 0.26664209365844727 (0.25721509754657745) | > loss_disc_real_4: 0.2503778040409088 (0.2566601087649663) | > loss_disc_real_5: 0.24167217314243317 (0.23602758099635443) | > loss_0: 2.6801249980926514 (2.492886543273926) | > loss_gen: 2.3552539348602295 (2.4088419675827026) | > loss_kl: 3.1969332695007324 (3.290566404660543) | > loss_feat: 5.1590399742126465 (5.850269556045532) | > loss_mel: 17.77317237854004 (17.20056692759196) | > loss_duration: 2.207813262939453 (2.39890193939209) | > loss_1: 30.69221305847168 (31.149147033691406)  --> STEP: 7 | > loss_disc: 2.4496374130249023 (2.486708096095494) | > loss_disc_real_0: 0.08464109897613525 (0.10586920433810779) | > loss_disc_real_1: 0.3371412456035614 (0.3074208263839994) | > loss_disc_real_2: 0.25503063201904297 (0.21614785279546464) | > loss_disc_real_3: 0.2446291744709015 (0.2554171085357666) | > loss_disc_real_4: 0.27432647347450256 (0.25918387515204294) | > loss_disc_real_5: 0.19826358556747437 (0.23063272450651442) | > loss_0: 2.4496374130249023 (2.486708096095494) | > loss_gen: 2.485598564147949 (2.419807195663452) | > loss_kl: 5.025047779083252 (3.538349458149501) | > loss_feat: 6.532817363739014 (5.94777638571603) | > loss_mel: 18.23827362060547 (17.348810740879603) | > loss_duration: 2.6246767044067383 (2.4311554772513255) | > loss_1: 34.90641403198242 (31.685899462018693)  --> STEP: 8 | > loss_disc: 2.3232147693634033 (2.4662714302539825) | > loss_disc_real_0: 0.11228726804256439 (0.10667146230116487) | > loss_disc_real_1: 0.29885903000831604 (0.306350601837039) | > loss_disc_real_2: 0.24331772327423096 (0.21954408660531044) | > loss_disc_real_3: 0.18094806373119354 (0.24610847793519497) | > loss_disc_real_4: 0.18906407058238983 (0.2504188995808363) | > loss_disc_real_5: 0.2369711995124817 (0.23142503388226032) | > loss_0: 2.3232147693634033 (2.4662714302539825) | > loss_gen: 2.6031785011291504 (2.4427286088466644) | > loss_kl: 3.490582227706909 (3.5323785543441772) | > loss_feat: 10.765860557556152 (6.550036907196045) | > loss_mel: 20.324316024780273 (17.720748901367188) | > loss_duration: 2.320431709289551 (2.4173150062561035) | > loss_1: 39.50436782836914 (32.6632080078125)  --> STEP: 9 | > loss_disc: 2.690505027770996 (2.4911862744225397) | > loss_disc_real_0: 0.1419701725244522 (0.11059354121486346) | > loss_disc_real_1: 0.2837904095649719 (0.3038439138068093) | > loss_disc_real_2: 0.2586265802383423 (0.22388658589786953) | > loss_disc_real_3: 0.25930771231651306 (0.2475750595331192) | > loss_disc_real_4: 0.248988538980484 (0.2502599706252416) | > loss_disc_real_5: 0.2685708999633789 (0.23555235233571795) | > loss_0: 2.690505027770996 (2.4911862744225397) | > loss_gen: 2.3932600021362305 (2.4372320969899497) | > loss_kl: 3.5731256008148193 (3.5369060039520264) | > loss_feat: 6.184963226318359 (6.509473164876302) | > loss_mel: 18.22248649597168 (17.77649752298991) | > loss_duration: 2.194631576538086 (2.3925724029541016) | > loss_1: 32.56846618652344 (32.65268113878038)  --> STEP: 10 | > loss_disc: 2.4730610847473145 (2.4893737554550173) | > loss_disc_real_0: 0.2055349200963974 (0.12008767910301685) | > loss_disc_real_1: 0.3015604615211487 (0.30361556857824323) | > loss_disc_real_2: 0.24148321151733398 (0.22564624845981598) | > loss_disc_real_3: 0.21565218269824982 (0.24438277184963225) | > loss_disc_real_4: 0.21521654725074768 (0.2467556282877922) | > loss_disc_real_5: 0.2239426225423813 (0.23439137935638427) | > loss_0: 2.4730610847473145 (2.4893737554550173) | > loss_gen: 2.5423851013183594 (2.4477473974227903) | > loss_kl: 3.300732135772705 (3.5132886171340942) | > loss_feat: 7.348359107971191 (6.593361759185791) | > loss_mel: 17.077510833740234 (17.706598854064943) | > loss_duration: 2.432541847229004 (2.396569347381592) | > loss_1: 32.70153045654297 (32.65756607055664)  --> STEP: 11 | > loss_disc: 2.5678670406341553 (2.4965095086531206) | > loss_disc_real_0: 0.07906769216060638 (0.11635858938097954) | > loss_disc_real_1: 0.39841192960739136 (0.31223341958089307) | > loss_disc_real_2: 0.2301274538040161 (0.22605363076383417) | > loss_disc_real_3: 0.27876177430152893 (0.2475081357088956) | > loss_disc_real_4: 0.288311243057251 (0.2505334114486521) | > loss_disc_real_5: 0.2324032038450241 (0.2342106361280788) | > loss_0: 2.5678670406341553 (2.4965095086531206) | > loss_gen: 2.5528078079223633 (2.4572983438318428) | > loss_kl: 3.5392518043518066 (3.515648906881159) | > loss_feat: 6.466690540313721 (6.581846193833784) | > loss_mel: 16.20443344116211 (17.570038361982867) | > loss_duration: 2.5172641277313232 (2.407541600140658) | > loss_1: 31.280447006225586 (32.53237342834473)  --> STEP: 12 | > loss_disc: 2.4870829582214355 (2.4957239627838135) | > loss_disc_real_0: 0.11924723535776138 (0.1165993098790447) | > loss_disc_real_1: 0.3738151788711548 (0.31736523285508156) | > loss_disc_real_2: 0.2754565179347992 (0.23017053802808127) | > loss_disc_real_3: 0.1965346485376358 (0.2432603451112906) | > loss_disc_real_4: 0.21657001972198486 (0.24770312880476317) | > loss_disc_real_5: 0.18842412531375885 (0.2303950935602188) | > loss_0: 2.4870829582214355 (2.4957239627838135) | > loss_gen: 2.4072742462158203 (2.4531296690305076) | > loss_kl: 2.9750287532806396 (3.470597227414449) | > loss_feat: 6.349738121032715 (6.562503854433696) | > loss_mel: 17.1383056640625 (17.53406063715617) | > loss_duration: 2.2614097595214844 (2.3953639467557273) | > loss_1: 31.131757736206055 (32.41565545399984)  --> STEP: 13 | > loss_disc: 2.2578206062316895 (2.4774237045874963) | > loss_disc_real_0: 0.08456354588270187 (0.11413502034086448) | > loss_disc_real_1: 0.3181810677051544 (0.3174279893820102) | > loss_disc_real_2: 0.3461689352989197 (0.2390934916642996) | > loss_disc_real_3: 0.2289179265499115 (0.24215708214503068) | > loss_disc_real_4: 0.1896222084760666 (0.24323536570255572) | > loss_disc_real_5: 0.20114372670650482 (0.22814498841762543) | > loss_0: 2.2578206062316895 (2.4774237045874963) | > loss_gen: 2.7327680587768555 (2.4746403143956113) | > loss_kl: 3.333343982696533 (3.460039285513071) | > loss_feat: 7.756435871124268 (6.654344778794509) | > loss_mel: 17.135250091552734 (17.503382902878982) | > loss_duration: 2.3424289226531982 (2.3912920218247633) | > loss_1: 33.300228118896484 (32.48369950514574)  --> STEP: 14 | > loss_disc: 2.4841392040252686 (2.4779033831187656) | > loss_disc_real_0: 0.17711004614830017 (0.11863323646996703) | > loss_disc_real_1: 0.3082904517650604 (0.3167753081236567) | > loss_disc_real_2: 0.2604488730430603 (0.2406188760484968) | > loss_disc_real_3: 0.22341956198215485 (0.2408186878476824) | > loss_disc_real_4: 0.2641091048717499 (0.2447263470717839) | > loss_disc_real_5: 0.2164919674396515 (0.22731262977634156) | > loss_0: 2.4841392040252686 (2.4779033831187656) | > loss_gen: 2.488901138305664 (2.4756589446749007) | > loss_kl: 3.565166711807251 (3.4675483873912265) | > loss_feat: 6.8439202308654785 (6.667885882513864) | > loss_mel: 17.542490005493164 (17.506176267351425) | > loss_duration: 2.453483819961548 (2.395734293120248) | > loss_1: 32.89396286010742 (32.51300403050014)  --> STEP: 15 | > loss_disc: 2.5236923694610596 (2.480955982208252) | > loss_disc_real_0: 0.12233318388462067 (0.11887989963094393) | > loss_disc_real_1: 0.28742271661758423 (0.31481846868991853) | > loss_disc_real_2: 0.17954684793949127 (0.23654740750789643) | > loss_disc_real_3: 0.2320682853460312 (0.24023532768090566) | > loss_disc_real_4: 0.2938930094242096 (0.2480041245619456) | > loss_disc_real_5: 0.2491423487663269 (0.22876794437567394) | > loss_0: 2.5236923694610596 (2.480955982208252) | > loss_gen: 2.4648001194000244 (2.474935022989909) | > loss_kl: 3.7288811206817627 (3.4849705696105957) | > loss_feat: 5.226620197296143 (6.571801503499349) | > loss_mel: 17.794376373291016 (17.525389607747396) | > loss_duration: 2.4667699337005615 (2.400470002492269) | > loss_1: 31.681447982788086 (32.45756696065267)  --> STEP: 16 | > loss_disc: 2.7154345512390137 (2.4956108927726746) | > loss_disc_real_0: 0.14399810135364532 (0.12044978723861277) | > loss_disc_real_1: 0.31854864954948425 (0.3150516049936414) | > loss_disc_real_2: 0.26280030608177185 (0.23818821366876364) | > loss_disc_real_3: 0.27249717712402344 (0.24225169327110052) | > loss_disc_real_4: 0.2624633014202118 (0.24890782311558723) | > loss_disc_real_5: 0.20531806349754333 (0.22730232682079077) | > loss_0: 2.7154345512390137 (2.4956108927726746) | > loss_gen: 2.2903761863708496 (2.4634000957012177) | > loss_kl: 2.995802640914917 (3.454397574067116) | > loss_feat: 6.073495388031006 (6.5406573712825775) | > loss_mel: 16.701688766479492 (17.473908305168152) | > loss_duration: 2.3868422508239746 (2.3996182680130005) | > loss_1: 30.448205947875977 (32.331981897354126)  --> STEP: 17 | > loss_disc: 2.6359307765960693 (2.5038650035858154) | > loss_disc_real_0: 0.14271685481071472 (0.12175961474285406) | > loss_disc_real_1: 0.4360615015029907 (0.32216983420007367) | > loss_disc_real_2: 0.2621064782142639 (0.23959517040673425) | > loss_disc_real_3: 0.284213662147522 (0.24472004438147826) | > loss_disc_real_4: 0.2496202141046524 (0.24894972846788518) | > loss_disc_real_5: 0.2742423713207245 (0.23006350590902216) | > loss_0: 2.6359307765960693 (2.5038650035858154) | > loss_gen: 2.5946006774902344 (2.4711177769829247) | > loss_kl: 2.384937286376953 (3.391488145379459) | > loss_feat: 5.500814914703369 (6.479490167954388) | > loss_mel: 13.973424911499023 (17.26799751730526) | > loss_duration: 2.4284520149230957 (2.401314370772418) | > loss_1: 26.88222885131836 (32.01140818876379)  --> STEP: 18 | > loss_disc: 2.331528663635254 (2.494290762477451) | > loss_disc_real_0: 0.12525291740894318 (0.12195368711319235) | > loss_disc_real_1: 0.3122972846031189 (0.3216213592224651) | > loss_disc_real_2: 0.25999173521995544 (0.24072831289635765) | > loss_disc_real_3: 0.22989705204963684 (0.24389654480748707) | > loss_disc_real_4: 0.17011450231075287 (0.24456999368137783) | > loss_disc_real_5: 0.12420310825109482 (0.224182372705804) | > loss_0: 2.331528663635254 (2.494290762477451) | > loss_gen: 2.4324352741241455 (2.4689687490463257) | > loss_kl: 3.1581201553344727 (3.3785232570436268) | > loss_feat: 8.182682991027832 (6.574111991458469) | > loss_mel: 17.851688385009766 (17.30042478773329) | > loss_duration: 2.303508758544922 (2.3958807256486683) | > loss_1: 33.928436279296875 (32.11790974934896)  --> STEP: 19 | > loss_disc: 2.529026508331299 (2.4961189596276534) | > loss_disc_real_0: 0.172824427485466 (0.12463109450120675) | > loss_disc_real_1: 0.3684019446372986 (0.32408349529693004) | > loss_disc_real_2: 0.2420504093170166 (0.2407978969184976) | > loss_disc_real_3: 0.22251157462596893 (0.24277102006109139) | > loss_disc_real_4: 0.22939370572566986 (0.243771241683709) | > loss_disc_real_5: 0.2444738894701004 (0.22525034727234589) | > loss_0: 2.529026508331299 (2.4961189596276534) | > loss_gen: 2.582653760910034 (2.474952170723363) | > loss_kl: 2.529630184173584 (3.333844674260993) | > loss_feat: 5.86522912979126 (6.5368023671601945) | > loss_mel: 16.645288467407227 (17.26594392876876) | > loss_duration: 2.3247411251068115 (2.3921365361464653) | > loss_1: 29.947542190551758 (32.003679877833314)  --> STEP: 20 | > loss_disc: 2.453624725341797 (2.4939942479133608) | > loss_disc_real_0: 0.1270112693309784 (0.12475010324269534) | > loss_disc_real_1: 0.31490081548690796 (0.3236243613064289) | > loss_disc_real_2: 0.23094378411769867 (0.24030519127845765) | > loss_disc_real_3: 0.21853025257587433 (0.24155898168683052) | > loss_disc_real_4: 0.26678547263145447 (0.24492195323109628) | > loss_disc_real_5: 0.18814460933208466 (0.22339506037533283) | > loss_0: 2.453624725341797 (2.4939942479133608) | > loss_gen: 2.455960273742676 (2.4740025758743287) | > loss_kl: 1.9435919523239136 (3.264332038164139) | > loss_feat: 5.128734111785889 (6.4663989543914795) | > loss_mel: 15.782038688659668 (17.191748666763306) | > loss_duration: 2.3309054374694824 (2.389074981212616) | > loss_1: 27.641231536865234 (31.78555746078491)  --> STEP: 21 | > loss_disc: 2.5480685234069824 (2.496569213413057) | > loss_disc_real_0: 0.1266479641199112 (0.1248404775701818) | > loss_disc_real_1: 0.24490013718605042 (0.319875588729268) | > loss_disc_real_2: 0.21986371278762817 (0.2393317875407991) | > loss_disc_real_3: 0.2040993869304657 (0.23977519146033696) | > loss_disc_real_4: 0.20853418111801147 (0.24318920217809223) | > loss_disc_real_5: 0.1868368536233902 (0.2216541933871451) | > loss_0: 2.5480685234069824 (2.496569213413057) | > loss_gen: 1.955920934677124 (2.4493320215316046) | > loss_kl: 2.5288238525390625 (3.229307838848659) | > loss_feat: 3.7712514400482178 (6.3380585965656095) | > loss_mel: 11.661545753479004 (16.928405670892623) | > loss_duration: 2.1537024974823 (2.3778667677016485) | > loss_1: 22.071243286132812 (31.322971071515763)  --> STEP: 22 | > loss_disc: 2.6484484672546387 (2.5034728158604014) | > loss_disc_real_0: 0.14997076988220215 (0.12598276358436455) | > loss_disc_real_1: 0.3198237717151642 (0.3198732334104451) | > loss_disc_real_2: 0.3031080663204193 (0.2422307093035091) | > loss_disc_real_3: 0.2283187210559845 (0.23925444280559366) | > loss_disc_real_4: 0.32530444860458374 (0.2469217133792964) | > loss_disc_real_5: 0.24476191401481628 (0.2227045443247665) | > loss_0: 2.6484484672546387 (2.5034728158604014) | > loss_gen: 2.4930777549743652 (2.451320463960821) | > loss_kl: 2.022233486175537 (3.1744408228180627) | > loss_feat: 8.273275375366211 (6.4260229956020005) | > loss_mel: 17.358327865600586 (16.947947588833895) | > loss_duration: 2.235553026199341 (2.3713979612697256) | > loss_1: 32.382469177246094 (31.371130076321688)  --> STEP: 23 | > loss_disc: 2.6642954349517822 (2.5104651036469834) | > loss_disc_real_0: 0.1540631353855133 (0.12720364931484926) | > loss_disc_real_1: 0.24843232333660126 (0.31676710688549536) | > loss_disc_real_2: 0.20449568331241608 (0.24059005599954855) | > loss_disc_real_3: 0.2068474143743515 (0.2378454415694527) | > loss_disc_real_4: 0.2207219898700714 (0.24578259496585184) | > loss_disc_real_5: 0.24168825149536133 (0.22352992289740106) | > loss_0: 2.6642954349517822 (2.5104651036469834) | > loss_gen: 1.8421447277069092 (2.424834562384564) | > loss_kl: 2.8411686420440674 (3.1599507280018018) | > loss_feat: 4.452733993530273 (6.340227821598882) | > loss_mel: 14.246471405029297 (16.830492102581523) | > loss_duration: 2.294201374053955 (2.368041587912518) | > loss_1: 25.676719665527344 (31.123547014982805)  --> STEP: 24 | > loss_disc: 2.4120545387268066 (2.506364663441976) | > loss_disc_real_0: 0.13282856345176697 (0.12743802073722083) | > loss_disc_real_1: 0.3288494646549225 (0.3172705384592215) | > loss_disc_real_2: 0.26428619027137756 (0.2415773949275414) | > loss_disc_real_3: 0.23978227376937866 (0.23792614291111627) | > loss_disc_real_4: 0.22318796813488007 (0.244841152181228) | > loss_disc_real_5: 0.17731094360351562 (0.22160413209348917) | > loss_0: 2.4120545387268066 (2.506364663441976) | > loss_gen: 2.495889663696289 (2.427795191605886) | > loss_kl: 2.7297723293304443 (3.142026628057162) | > loss_feat: 5.2660112380981445 (6.295468797286351) | > loss_mel: 16.171283721923828 (16.803025086720787) | > loss_duration: 2.448274612426758 (2.371384630600611) | > loss_1: 29.11123275756836 (31.039700587590534)  --> STEP: 25 | > loss_disc: 2.688288688659668 (2.5136416244506834) | > loss_disc_real_0: 0.21076923608779907 (0.13077126935124395) | > loss_disc_real_1: 0.4116537868976593 (0.321045868396759) | > loss_disc_real_2: 0.2534286677837372 (0.24205144584178925) | > loss_disc_real_3: 0.2633777856826782 (0.23894420862197877) | > loss_disc_real_4: 0.30192822217941284 (0.2471246349811554) | > loss_disc_real_5: 0.24727796018123627 (0.22263108521699906) | > loss_0: 2.688288688659668 (2.5136416244506834) | > loss_gen: 2.686147928237915 (2.438129301071167) | > loss_kl: 2.2751498222351074 (3.10735155582428) | > loss_feat: 7.440945625305176 (6.341287870407104) | > loss_mel: 15.169421195983887 (16.73768093109131) | > loss_duration: 2.3429927825927734 (2.370248956680298) | > loss_1: 29.914657592773438 (30.99469886779785)  --> STEP: 26 | > loss_disc: 2.480178117752075 (2.512354566500737) | > loss_disc_real_0: 0.13465628027915955 (0.13092069284847146) | > loss_disc_real_1: 0.27083176374435425 (0.31911455667935884) | > loss_disc_real_2: 0.1332801878452301 (0.23786793591884467) | > loss_disc_real_3: 0.11617143452167511 (0.23422217884889016) | > loss_disc_real_4: 0.1734754741191864 (0.24429197494800275) | > loss_disc_real_5: 0.12429405003786087 (0.21884889155626297) | > loss_0: 2.480178117752075 (2.512354566500737) | > loss_gen: 1.9081016778945923 (2.4177436232566833) | > loss_kl: 2.470399856567383 (3.0828534135451684) | > loss_feat: 13.243983268737793 (6.606776154958284) | > loss_mel: 19.142553329467773 (16.83017602333656) | > loss_duration: 2.297638177871704 (2.367456234418429) | > loss_1: 39.06267547607422 (31.305005660423866) --> EVAL PERFORMANCE | > avg_loader_time: 0.002471685409545898 (-2.182446993314333e-05) | > avg_loss_disc: 2.512354566500737 (-0.011593827834496029) | > avg_loss_disc_real_0: 0.13092069284847146 (+0.003799601959494414) | > avg_loss_disc_real_1: 0.31911455667935884 (+0.07476270428070655) | > avg_loss_disc_real_2: 0.23786793591884467 (+0.007149789768915921) | > avg_loss_disc_real_3: 0.23422217884889016 (+0.007762058709676445) | > avg_loss_disc_real_4: 0.24429197494800275 (+0.00904247909784317) | > avg_loss_disc_real_5: 0.21884889155626297 (-0.026926653316387772) | > avg_loss_0: 2.512354566500737 (-0.011593827834496029) | > avg_loss_gen: 2.4177436232566833 (+0.14018808419887874) | > avg_loss_kl: 3.0828534135451684 (-0.005559834150167475) | > avg_loss_feat: 6.606776154958284 (-0.09938042897444532) | > avg_loss_mel: 16.83017602333656 (-0.10341871701754002) | > avg_loss_duration: 2.367456234418429 (-0.011829743018517469) | > avg_loss_1: 31.305005660423866 (-0.08000014378474418)  > EPOCH: 957/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:43:08)   --> TIME: 2024-06-12 09:43:14 -- STEP: 14/330 -- GLOBAL_STEP: 403825 | > loss_disc: 2.3083624839782715 (2.2960978576115196) | > loss_disc_real_0: 0.11195449531078339 (0.09317728557756969) | > loss_disc_real_1: 0.24887622892856598 (0.19495462413345063) | > loss_disc_real_2: 0.20869988203048706 (0.20167869329452515) | > loss_disc_real_3: 0.22620055079460144 (0.2224846418414797) | > loss_disc_real_4: 0.2242942601442337 (0.22728169283696584) | > loss_disc_real_5: 0.224324032664299 (0.2166303683604513) | > loss_0: 2.3083624839782715 (2.2960978576115196) | > grad_norm_0: tensor(12.1345, device='cuda:0') (tensor(7.8598, device='cuda:0')) | > loss_gen: 2.500661849975586 (2.4878532716206143) | > loss_kl: 1.931307315826416 (1.9715256605829512) | > loss_feat: 7.17890739440918 (6.898871421813965) | > loss_mel: 17.338808059692383 (17.391096796308243) | > loss_duration: 1.9974573850631714 (2.049017139843532) | > loss_1: 30.947141647338867 (30.798364094325475) | > grad_norm_1: tensor(163.9146, device='cuda:0') (tensor(108.0358, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.366 (0.3661573273794992) | > loader_time: 0.0028 (0.0030943495886666434)  --> TIME: 2024-06-12 09:43:24 -- STEP: 39/330 -- GLOBAL_STEP: 403850 | > loss_disc: 2.2670857906341553 (2.318644162936088) | > loss_disc_real_0: 0.10301260650157928 (0.09863624511620937) | > loss_disc_real_1: 0.16104111075401306 (0.19232173531483382) | > loss_disc_real_2: 0.18817497789859772 (0.20290465576526445) | > loss_disc_real_3: 0.23330044746398926 (0.2244837543903253) | > loss_disc_real_4: 0.21414661407470703 (0.23143370831624055) | > loss_disc_real_5: 0.23369170725345612 (0.22374593218167624) | > loss_0: 2.2670857906341553 (2.318644162936088) | > grad_norm_0: tensor(8.3730, device='cuda:0') (tensor(8.1788, device='cuda:0')) | > loss_gen: 2.6174747943878174 (2.4969724875230055) | > loss_kl: 2.1060140132904053 (1.9797024726867676) | > loss_feat: 7.836996555328369 (7.022981154613006) | > loss_mel: 17.316434860229492 (17.219676140027175) | > loss_duration: 2.005514621734619 (1.9921428668193328) | > loss_1: 31.882434844970703 (30.7114752745017) | > grad_norm_1: tensor(146.8921, device='cuda:0') (tensor(101.7894, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.3804 (0.3646379800943228) | > loader_time: 0.0042 (0.0033521407689803685)  --> TIME: 2024-06-12 09:43:33 -- STEP: 64/330 -- GLOBAL_STEP: 403875 | > loss_disc: 2.35725474357605 (2.315674316138029) | > loss_disc_real_0: 0.09946510940790176 (0.10248325229622424) | > loss_disc_real_1: 0.1748531609773636 (0.19141501490958035) | > loss_disc_real_2: 0.2046118825674057 (0.20354087324813008) | > loss_disc_real_3: 0.23941929638385773 (0.22348582185804844) | > loss_disc_real_4: 0.2792114019393921 (0.23024234734475613) | > loss_disc_real_5: 0.22771817445755005 (0.22409635572694242) | > loss_0: 2.35725474357605 (2.315674316138029) | > grad_norm_0: tensor(6.7607, device='cuda:0') (tensor(8.5190, device='cuda:0')) | > loss_gen: 2.413726806640625 (2.511004004627466) | > loss_kl: 1.9755569696426392 (1.9813779648393393) | > loss_feat: 6.769567489624023 (7.075451858341694) | > loss_mel: 17.59418487548828 (17.183340102434165) | > loss_duration: 1.977805495262146 (1.97676270455122) | > loss_1: 30.73084259033203 (30.72793671488762) | > grad_norm_1: tensor(86.5554, device='cuda:0') (tensor(96.4972, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.3807 (0.36591410636901855) | > loader_time: 0.0047 (0.0034805499017238617)  --> TIME: 2024-06-12 09:43:42 -- STEP: 89/330 -- GLOBAL_STEP: 403900 | > loss_disc: 2.4301369190216064 (2.3297293561228205) | > loss_disc_real_0: 0.1269128918647766 (0.10435806658495678) | > loss_disc_real_1: 0.1873168647289276 (0.19224805125359734) | > loss_disc_real_2: 0.19440165162086487 (0.20611057572820218) | > loss_disc_real_3: 0.22812940180301666 (0.22589343769496747) | > loss_disc_real_4: 0.23958337306976318 (0.23163741458667797) | > loss_disc_real_5: 0.22557377815246582 (0.2250360781222247) | > loss_0: 2.4301369190216064 (2.3297293561228205) | > grad_norm_0: tensor(6.2332, device='cuda:0') (tensor(9.2099, device='cuda:0')) | > loss_gen: 2.499887466430664 (2.507717478141356) | > loss_kl: 1.9813814163208008 (1.9926984604824796) | > loss_feat: 6.7765889167785645 (7.04125812080469) | > loss_mel: 16.965362548828125 (17.137778335742738) | > loss_duration: 1.9994953870773315 (1.9736143055926547) | > loss_1: 30.222715377807617 (30.653066742286253) | > grad_norm_1: tensor(55.5707, device='cuda:0') (tensor(108.6679, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.3779 (0.3677914758746544) | > loader_time: 0.0037 (0.003601636779442262)  --> TIME: 2024-06-12 09:43:52 -- STEP: 114/330 -- GLOBAL_STEP: 403925 | > loss_disc: 2.251028060913086 (2.336869576521087) | > loss_disc_real_0: 0.10788192600011826 (0.10706084201994695) | > loss_disc_real_1: 0.16436393558979034 (0.19365760448731872) | > loss_disc_real_2: 0.18552611768245697 (0.20668034882921923) | > loss_disc_real_3: 0.24121271073818207 (0.2272571384122497) | > loss_disc_real_4: 0.23247666656970978 (0.23140701926068255) | > loss_disc_real_5: 0.22792965173721313 (0.22321579892907226) | > loss_0: 2.251028060913086 (2.336869576521087) | > grad_norm_0: tensor(17.7713, device='cuda:0') (tensor(10.3651, device='cuda:0')) | > loss_gen: 2.5697968006134033 (2.503045998121563) | > loss_kl: 1.999869465827942 (2.005377299952926) | > loss_feat: 7.089556694030762 (7.016917099032486) | > loss_mel: 17.47850799560547 (17.103388317844328) | > loss_duration: 2.0033164024353027 (1.976531798379463) | > loss_1: 31.141048431396484 (30.60526058130097) | > grad_norm_1: tensor(348.8632, device='cuda:0') (tensor(130.0436, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.3646 (0.3682164560284531) | > loader_time: 0.0046 (0.00367003365566856)  --> TIME: 2024-06-12 09:44:01 -- STEP: 139/330 -- GLOBAL_STEP: 403950 | > loss_disc: 2.3324944972991943 (2.3360689406772313) | > loss_disc_real_0: 0.11979839205741882 (0.1083771569801749) | > loss_disc_real_1: 0.19342464208602905 (0.19388119050924724) | > loss_disc_real_2: 0.1759590208530426 (0.2068066720267852) | > loss_disc_real_3: 0.23400607705116272 (0.22772196278297643) | > loss_disc_real_4: 0.21522682905197144 (0.2313782330468404) | > loss_disc_real_5: 0.18180488049983978 (0.2221273466837492) | > loss_0: 2.3324944972991943 (2.3360689406772313) | > grad_norm_0: tensor(15.1549, device='cuda:0') (tensor(11.6609, device='cuda:0')) | > loss_gen: 2.4857726097106934 (2.504724828459376) | > loss_kl: 2.028573513031006 (2.0084258540928794) | > loss_feat: 6.940556049346924 (7.004007576180879) | > loss_mel: 17.160837173461914 (17.076593522545252) | > loss_duration: 2.0684216022491455 (1.983192419834274) | > loss_1: 30.684162139892578 (30.576944282586627) | > grad_norm_1: tensor(384.1869, device='cuda:0') (tensor(155.0011, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.3681 (0.3690422781937414) | > loader_time: 0.0048 (0.003763461284500232)  --> TIME: 2024-06-12 09:44:12 -- STEP: 164/330 -- GLOBAL_STEP: 403975 | > loss_disc: 2.425811767578125 (2.3370168310839947) | > loss_disc_real_0: 0.1615300476551056 (0.10973046956265844) | > loss_disc_real_1: 0.2256176769733429 (0.19347901942162984) | > loss_disc_real_2: 0.19097797572612762 (0.20725433900952347) | > loss_disc_real_3: 0.22550612688064575 (0.22794601566544392) | > loss_disc_real_4: 0.2500474452972412 (0.2310057998430438) | > loss_disc_real_5: 0.25990986824035645 (0.22191763342153736) | > loss_0: 2.425811767578125 (2.3370168310839947) | > grad_norm_0: tensor(7.6618, device='cuda:0') (tensor(12.5183, device='cuda:0')) | > loss_gen: 2.5475335121154785 (2.5072768737630144) | > loss_kl: 1.9239590167999268 (2.0147476632420602) | > loss_feat: 6.9544548988342285 (7.0238447363783685) | > loss_mel: 16.834829330444336 (17.090560506029835) | > loss_duration: 2.0525102615356445 (1.98696878697814) | > loss_1: 30.31328582763672 (30.62339859473996) | > grad_norm_1: tensor(94.0263, device='cuda:0') (tensor(174.0919, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.3845 (0.3731396867007744) | > loader_time: 0.0043 (0.003848945222249845)  --> TIME: 2024-06-12 09:44:22 -- STEP: 189/330 -- GLOBAL_STEP: 404000 | > loss_disc: 2.460937023162842 (2.3401501683331025) | > loss_disc_real_0: 0.13905933499336243 (0.11133622579158299) | > loss_disc_real_1: 0.19916479289531708 (0.1933624466102591) | > loss_disc_real_2: 0.18086475133895874 (0.20739199402471076) | > loss_disc_real_3: 0.2304791510105133 (0.2282396737072203) | > loss_disc_real_4: 0.23671413958072662 (0.2312880361048633) | > loss_disc_real_5: 0.24391420185565948 (0.2217858302845526) | > loss_0: 2.460937023162842 (2.3401501683331025) | > grad_norm_0: tensor(21.7051, device='cuda:0') (tensor(13.3019, device='cuda:0')) | > loss_gen: 2.3236002922058105 (2.5033112972501708) | > loss_kl: 1.9422632455825806 (2.0131730434125044) | > loss_feat: 6.602080345153809 (7.017515613919214) | > loss_mel: 16.383371353149414 (17.05024203547726) | > loss_duration: 2.0930213928222656 (1.9950377840213676) | > loss_1: 29.344337463378906 (30.57927972299081) | > grad_norm_1: tensor(288.4189, device='cuda:0') (tensor(190.9271, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.4094 (0.37531191962105886) | > loader_time: 0.0046 (0.003958105410217609) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_404000.pth  --> TIME: 2024-06-12 09:44:36 -- STEP: 214/330 -- GLOBAL_STEP: 404025 | > loss_disc: 2.3854665756225586 (2.344987342290788) | > loss_disc_real_0: 0.1282193660736084 (0.11261071278670123) | > loss_disc_real_1: 0.16554494202136993 (0.1932880619418956) | > loss_disc_real_2: 0.226419135928154 (0.20842385319905868) | > loss_disc_real_3: 0.23421664535999298 (0.22833613139168124) | > loss_disc_real_4: 0.23293089866638184 (0.23129465535422353) | > loss_disc_real_5: 0.2450428158044815 (0.22188849162275545) | > loss_0: 2.3854665756225586 (2.344987342290788) | > grad_norm_0: tensor(22.3401, device='cuda:0') (tensor(14.1513, device='cuda:0')) | > loss_gen: 2.355745792388916 (2.497330339155462) | > loss_kl: 1.9480308294296265 (2.020439472710973) | > loss_feat: 6.1954193115234375 (7.013229982875219) | > loss_mel: 15.931279182434082 (17.018358199395887) | > loss_duration: 2.120144844055176 (2.0033587295318322) | > loss_1: 28.550621032714844 (30.552716700830192) | > grad_norm_1: tensor(400.4938, device='cuda:0') (tensor(204.1164, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.395 (0.3786195717125295) | > loader_time: 0.0049 (0.004074967910196182)  --> TIME: 2024-06-12 09:44:47 -- STEP: 239/330 -- GLOBAL_STEP: 404050 | > loss_disc: 2.5268383026123047 (2.349969309244195) | > loss_disc_real_0: 0.14557605981826782 (0.11421044897210149) | > loss_disc_real_1: 0.23416568338871002 (0.19438758367773884) | > loss_disc_real_2: 0.2555736303329468 (0.20877596530206038) | > loss_disc_real_3: 0.24868912994861603 (0.22844250101175267) | > loss_disc_real_4: 0.23760680854320526 (0.23106067905116778) | > loss_disc_real_5: 0.24846075475215912 (0.2217266878198879) | > loss_0: 2.5268383026123047 (2.349969309244195) | > grad_norm_0: tensor(21.7928, device='cuda:0') (tensor(15.1315, device='cuda:0')) | > loss_gen: 2.3381619453430176 (2.496616446323473) | > loss_kl: 2.139894962310791 (2.0225137681641825) | > loss_feat: 6.929018020629883 (7.010387107418173) | > loss_mel: 17.04168128967285 (16.982540222391446) | > loss_duration: 2.067756414413452 (2.0124651537779488) | > loss_1: 30.516511917114258 (30.524522661663998) | > grad_norm_1: tensor(248.4480, device='cuda:0') (tensor(218.0510, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.4093 (0.3814711281445236) | > loader_time: 0.0055 (0.004212638823058319)  --> TIME: 2024-06-12 09:44:58 -- STEP: 264/330 -- GLOBAL_STEP: 404075 | > loss_disc: 2.340503215789795 (2.352592105215245) | > loss_disc_real_0: 0.10382150113582611 (0.1152677766865853) | > loss_disc_real_1: 0.1890837550163269 (0.19457830065353354) | > loss_disc_real_2: 0.2045348733663559 (0.20900861224667597) | > loss_disc_real_3: 0.23666252195835114 (0.2284507533027367) | > loss_disc_real_4: 0.23570407927036285 (0.23143887198106808) | > loss_disc_real_5: 0.2216053456068039 (0.22189507221407961) | > loss_0: 2.340503215789795 (2.352592105215245) | > grad_norm_0: tensor(38.8216, device='cuda:0') (tensor(15.6007, device='cuda:0')) | > loss_gen: 2.4525701999664307 (2.49205668586673) | > loss_kl: 2.0752053260803223 (2.025345864621074) | > loss_feat: 6.812501907348633 (7.018339435259502) | > loss_mel: 16.03774070739746 (16.95298495798402) | > loss_duration: 2.142341136932373 (2.020860264698664) | > loss_1: 29.52035903930664 (30.509587157856334) | > grad_norm_1: tensor(254.3843, device='cuda:0') (tensor(226.2335, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.4232 (0.38540882955897937) | > loader_time: 0.0057 (0.004352419665365511)  --> TIME: 2024-06-12 09:45:09 -- STEP: 289/330 -- GLOBAL_STEP: 404100 | > loss_disc: 2.464397430419922 (2.3564688548909754) | > loss_disc_real_0: 0.20460599660873413 (0.11644901613669412) | > loss_disc_real_1: 0.18763288855552673 (0.1950964193443114) | > loss_disc_real_2: 0.21916575729846954 (0.209598658973783) | > loss_disc_real_3: 0.24831520020961761 (0.2289649080549557) | > loss_disc_real_4: 0.2679295539855957 (0.23177389223064107) | > loss_disc_real_5: 0.23088569939136505 (0.22206983222887178) | > loss_0: 2.464397430419922 (2.3564688548909754) | > grad_norm_0: tensor(39.1974, device='cuda:0') (tensor(16.4085, device='cuda:0')) | > loss_gen: 2.413543701171875 (2.4894423451803123) | > loss_kl: 1.9860293865203857 (2.02892850220822) | > loss_feat: 5.9188127517700195 (7.021516588732444) | > loss_mel: 15.730847358703613 (16.909505104936144) | > loss_duration: 2.168064594268799 (2.0312482328975903) | > loss_1: 28.217296600341797 (30.480640708368956) | > grad_norm_1: tensor(251.0046, device='cuda:0') (tensor(237.3923, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.4519 (0.39046756783983705) | > loader_time: 0.0064 (0.004514040831463562)  --> TIME: 2024-06-12 09:45:22 -- STEP: 314/330 -- GLOBAL_STEP: 404125 | > loss_disc: 2.3117144107818604 (2.361891372188641) | > loss_disc_real_0: 0.12977755069732666 (0.11794144278214236) | > loss_disc_real_1: 0.19034288823604584 (0.19581953308005245) | > loss_disc_real_2: 0.20615261793136597 (0.20996284062505527) | > loss_disc_real_3: 0.20093406736850739 (0.22909709274958653) | > loss_disc_real_4: 0.24549099802970886 (0.23222567411554848) | > loss_disc_real_5: 0.2462310642004013 (0.22182046603055516) | > loss_0: 2.3117144107818604 (2.361891372188641) | > grad_norm_0: tensor(31.3295, device='cuda:0') (tensor(17.7518, device='cuda:0')) | > loss_gen: 2.3330435752868652 (2.4868554810809465) | > loss_kl: 1.986868143081665 (2.0316727916905823) | > loss_feat: 7.3281145095825195 (7.024579842379137) | > loss_mel: 17.011655807495117 (16.87679639135958) | > loss_duration: 2.2306971549987793 (2.044386033039944) | > loss_1: 30.890378952026367 (30.464290473111877) | > grad_norm_1: tensor(412.3748, device='cuda:0') (tensor(253.2182, device='cuda:0')) | > current_lr_0: 0.0001774492920238037 | > current_lr_1: 0.0001774492920238037 | > step_time: 0.5657 (0.39928744628930546) | > loader_time: 0.0081 (0.0047206263633290686)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4345619678497314 (2.4345619678497314) | > loss_disc_real_0: 0.11080275475978851 (0.11080275475978851) | > loss_disc_real_1: 0.3359992206096649 (0.3359992206096649) | > loss_disc_real_2: 0.2607487738132477 (0.2607487738132477) | > loss_disc_real_3: 0.22300799190998077 (0.22300799190998077) | > loss_disc_real_4: 0.19401434063911438 (0.19401434063911438) | > loss_disc_real_5: 0.1606980562210083 (0.1606980562210083) | > loss_0: 2.4345619678497314 (2.4345619678497314) | > loss_gen: 2.359692096710205 (2.359692096710205) | > loss_kl: 3.0127408504486084 (3.0127408504486084) | > loss_feat: 6.14849853515625 (6.14849853515625) | > loss_mel: 16.774812698364258 (16.774812698364258) | > loss_duration: 3.068833827972412 (3.068833827972412) | > loss_1: 31.364578247070312 (31.364578247070312)  --> STEP: 1 | > loss_disc: 2.315009593963623 (2.315009593963623) | > loss_disc_real_0: 0.09619182348251343 (0.09619182348251343) | > loss_disc_real_1: 0.2068883776664734 (0.2068883776664734) | > loss_disc_real_2: 0.19778679311275482 (0.19778679311275482) | > loss_disc_real_3: 0.20014284551143646 (0.20014284551143646) | > loss_disc_real_4: 0.23146381974220276 (0.23146381974220276) | > loss_disc_real_5: 0.17329655587673187 (0.17329655587673187) | > loss_0: 2.315009593963623 (2.315009593963623) | > loss_gen: 2.150667905807495 (2.150667905807495) | > loss_kl: 2.9177322387695312 (2.9177322387695312) | > loss_feat: 5.847563743591309 (5.847563743591309) | > loss_mel: 16.72332000732422 (16.72332000732422) | > loss_duration: 2.507272243499756 (2.507272243499756) | > loss_1: 30.146556854248047 (30.146556854248047)  --> STEP: 2 | > loss_disc: 2.0887598991394043 (2.2018847465515137) | > loss_disc_real_0: 0.0819423571228981 (0.08906709030270576) | > loss_disc_real_1: 0.30430036783218384 (0.2555943727493286) | > loss_disc_real_2: 0.17283612489700317 (0.185311459004879) | > loss_disc_real_3: 0.20207861065864563 (0.20111072808504105) | > loss_disc_real_4: 0.18338355422019958 (0.20742368698120117) | > loss_disc_real_5: 0.14480479061603546 (0.15905067324638367) | > loss_0: 2.0887598991394043 (2.2018847465515137) | > loss_gen: 2.718008518218994 (2.4343382120132446) | > loss_kl: 2.747361421585083 (2.832546830177307) | > loss_feat: 7.719349384307861 (6.783456563949585) | > loss_mel: 18.69811248779297 (17.710716247558594) | > loss_duration: 2.4151649475097656 (2.4612185955047607) | > loss_1: 34.297996520996094 (32.22227668762207)  --> STEP: 3 | > loss_disc: 2.2914960384368896 (2.231755177179972) | > loss_disc_real_0: 0.06317038834095001 (0.08043485631545384) | > loss_disc_real_1: 0.1334240883588791 (0.21487094461917877) | > loss_disc_real_2: 0.18817627429962158 (0.18626639743645987) | > loss_disc_real_3: 0.21412117779254913 (0.20544754465421042) | > loss_disc_real_4: 0.24889197945594788 (0.22124645113945007) | > loss_disc_real_5: 0.22758406400680542 (0.18189513683319092) | > loss_0: 2.2914960384368896 (2.231755177179972) | > loss_gen: 2.326476812362671 (2.39838441212972) | > loss_kl: 3.890216112136841 (3.185103257497152) | > loss_feat: 6.9276275634765625 (6.831513563791911) | > loss_mel: 18.345247268676758 (17.922226587931316) | > loss_duration: 2.4485976696014404 (2.457011620203654) | > loss_1: 33.93816375732422 (32.79423904418945)  --> STEP: 4 | > loss_disc: 2.1998205184936523 (2.2237715125083923) | > loss_disc_real_0: 0.09033913165330887 (0.0829109251499176) | > loss_disc_real_1: 0.34824201464653015 (0.24821371212601662) | > loss_disc_real_2: 0.20748808979988098 (0.19157182052731514) | > loss_disc_real_3: 0.1964196115732193 (0.20319056138396263) | > loss_disc_real_4: 0.1674942970275879 (0.20780841261148453) | > loss_disc_real_5: 0.1526384800672531 (0.17458097264170647) | > loss_0: 2.1998205184936523 (2.2237715125083923) | > loss_gen: 2.6099565029144287 (2.451277434825897) | > loss_kl: 3.700981855392456 (3.314072906970978) | > loss_feat: 7.3651347160339355 (6.964918851852417) | > loss_mel: 17.74495506286621 (17.87790870666504) | > loss_duration: 2.3743083477020264 (2.436335802078247) | > loss_1: 33.79533767700195 (33.04451370239258)  --> STEP: 5 | > loss_disc: 2.4268596172332764 (2.2643891334533692) | > loss_disc_real_0: 0.19671830534934998 (0.10567240118980407) | > loss_disc_real_1: 0.45957455039024353 (0.290485879778862) | > loss_disc_real_2: 0.232988178730011 (0.1998550921678543) | > loss_disc_real_3: 0.2154332995414734 (0.20563910901546478) | > loss_disc_real_4: 0.17080940306186676 (0.20040861070156096) | > loss_disc_real_5: 0.14704453945159912 (0.169073686003685) | > loss_0: 2.4268596172332764 (2.2643891334533692) | > loss_gen: 2.7809503078460693 (2.5172120094299317) | > loss_kl: 2.766788959503174 (3.204616117477417) | > loss_feat: 6.223103046417236 (6.816555690765381) | > loss_mel: 18.161272048950195 (17.93458137512207) | > loss_duration: 2.406470775604248 (2.4303627967834474) | > loss_1: 32.338584899902344 (32.90332794189453)  --> STEP: 6 | > loss_disc: 2.1071829795837402 (2.238188107808431) | > loss_disc_real_0: 0.06550927460193634 (0.09897854675849278) | > loss_disc_real_1: 0.24660982191562653 (0.28317320346832275) | > loss_disc_real_2: 0.2275981605052948 (0.20447893689076105) | > loss_disc_real_3: 0.2611968219280243 (0.2148987278342247) | > loss_disc_real_4: 0.220505490899086 (0.2037580907344818) | > loss_disc_real_5: 0.1873815357685089 (0.17212499429782233) | > loss_0: 2.1071829795837402 (2.238188107808431) | > loss_gen: 2.8439760208129883 (2.5716726779937744) | > loss_kl: 3.57281756401062 (3.2659830252329507) | > loss_feat: 6.421442985534668 (6.750703573226929) | > loss_mel: 18.891538619995117 (18.094074249267578) | > loss_duration: 2.245976448059082 (2.3996317386627197) | > loss_1: 33.97574996948242 (33.082064946492515)  --> STEP: 7 | > loss_disc: 1.9943907260894775 (2.203359910420009) | > loss_disc_real_0: 0.11084578931331635 (0.10067386712346758) | > loss_disc_real_1: 0.16312943398952484 (0.26602409354278017) | > loss_disc_real_2: 0.23653525114059448 (0.20905841035502298) | > loss_disc_real_3: 0.2155347615480423 (0.2149895897933415) | > loss_disc_real_4: 0.21032196283340454 (0.20469578674861363) | > loss_disc_real_5: 0.19577185809612274 (0.1755031176975795) | > loss_0: 1.9943907260894775 (2.203359910420009) | > loss_gen: 2.6977460384368896 (2.5896831580570767) | > loss_kl: 4.558746337890625 (3.4506634984697615) | > loss_feat: 7.7732086181640625 (6.896775722503662) | > loss_mel: 17.819473266601562 (18.054845537458146) | > loss_duration: 2.57804012298584 (2.4251186507088796) | > loss_1: 35.427215576171875 (33.41708646501814)  --> STEP: 8 | > loss_disc: 2.8311686515808105 (2.2818360030651093) | > loss_disc_real_0: 0.18031062185764313 (0.11062846146523952) | > loss_disc_real_1: 0.33639562129974365 (0.2748205345124006) | > loss_disc_real_2: 0.333058625459671 (0.22455843724310398) | > loss_disc_real_3: 0.33584851026535034 (0.2300969548523426) | > loss_disc_real_4: 0.2684018611907959 (0.2126590460538864) | > loss_disc_real_5: 0.29395684599876404 (0.19030983373522758) | > loss_0: 2.8311686515808105 (2.2818360030651093) | > loss_gen: 2.5138728618621826 (2.580206871032715) | > loss_kl: 3.4478447437286377 (3.450311154127121) | > loss_feat: 4.557772159576416 (6.604400277137756) | > loss_mel: 14.97123908996582 (17.669394731521606) | > loss_duration: 2.2703237533569336 (2.4057692885398865) | > loss_1: 27.761051177978516 (32.710082054138184)  --> STEP: 9 | > loss_disc: 2.3611059188842773 (2.2906437714894614) | > loss_disc_real_0: 0.13577137887477875 (0.11342211895518833) | > loss_disc_real_1: 0.2538844048976898 (0.27249429788854385) | > loss_disc_real_2: 0.17527726292610168 (0.2190827512078815) | > loss_disc_real_3: 0.2271166741847992 (0.22976581255594888) | > loss_disc_real_4: 0.2060495764017105 (0.21192466053697798) | > loss_disc_real_5: 0.20169448852539062 (0.19157479537857902) | > loss_0: 2.3611059188842773 (2.2906437714894614) | > loss_gen: 2.383085012435913 (2.558304442299737) | > loss_kl: 2.9594202041625977 (3.395767715242174) | > loss_feat: 8.386362075805664 (6.8023960325453015) | > loss_mel: 18.712936401367188 (17.785343805948894) | > loss_duration: 2.165992259979248 (2.3791273964775934) | > loss_1: 34.60779571533203 (32.920939127604164)  --> STEP: 10 | > loss_disc: 2.4699008464813232 (2.3085694789886473) | > loss_disc_real_0: 0.18538238108158112 (0.12061814516782761) | > loss_disc_real_1: 0.26844602823257446 (0.27208947092294694) | > loss_disc_real_2: 0.27543914318084717 (0.22471839040517808) | > loss_disc_real_3: 0.19458012282848358 (0.22624724358320236) | > loss_disc_real_4: 0.15858997404575348 (0.20659119188785552) | > loss_disc_real_5: 0.17269304394721985 (0.1896866202354431) | > loss_0: 2.4699008464813232 (2.3085694789886473) | > loss_gen: 2.3911001682281494 (2.541584014892578) | > loss_kl: 2.89394211769104 (3.3455851554870604) | > loss_feat: 5.643194675445557 (6.6864758968353275) | > loss_mel: 13.504447937011719 (17.357254219055175) | > loss_duration: 2.361802577972412 (2.377394914627075) | > loss_1: 26.79448699951172 (32.30829391479492)  --> STEP: 11 | > loss_disc: 2.3324625492095947 (2.310741576281461) | > loss_disc_real_0: 0.16853731870651245 (0.1249744336713444) | > loss_disc_real_1: 0.262654572725296 (0.27123175290497864) | > loss_disc_real_2: 0.2448941171169281 (0.22655254737897354) | > loss_disc_real_3: 0.17965692281723022 (0.2220117598772049) | > loss_disc_real_4: 0.19356930255889893 (0.2054073837670413) | > loss_disc_real_5: 0.16610601544380188 (0.18754292889074844) | > loss_0: 2.3324625492095947 (2.310741576281461) | > loss_gen: 2.2801108360290527 (2.517813725904985) | > loss_kl: 4.004714012145996 (3.405505960637873) | > loss_feat: 5.980411529541016 (6.622288227081299) | > loss_mel: 15.783452033996582 (17.214181293140758) | > loss_duration: 2.5320565700531006 (2.39145506512035) | > loss_1: 30.580745697021484 (32.151244076815516)  --> STEP: 12 | > loss_disc: 2.5173356533050537 (2.3279577493667603) | > loss_disc_real_0: 0.10043912380933762 (0.12292982451617718) | > loss_disc_real_1: 0.22742752730846405 (0.26758140077193576) | > loss_disc_real_2: 0.23512272536754608 (0.22726672887802124) | > loss_disc_real_3: 0.25241225957870483 (0.22454513485232988) | > loss_disc_real_4: 0.2353174239397049 (0.20789988711476326) | > loss_disc_real_5: 0.2136535346508026 (0.1897188127040863) | > loss_0: 2.5173356533050537 (2.3279577493667603) | > loss_gen: 2.1298954486846924 (2.4854872028032937) | > loss_kl: 2.66408109664917 (3.343720555305481) | > loss_feat: 6.0429840087890625 (6.574012875556946) | > loss_mel: 16.369382858276367 (17.143781423568726) | > loss_duration: 2.2967286109924316 (2.3835611939430237) | > loss_1: 29.50307273864746 (31.93056313196818)  --> STEP: 13 | > loss_disc: 2.5225229263305664 (2.3429243014408994) | > loss_disc_real_0: 0.17718279361724854 (0.1271031298316442) | > loss_disc_real_1: 0.24076612293720245 (0.2655186870923409) | > loss_disc_real_2: 0.2720017731189728 (0.2307078861273252) | > loss_disc_real_3: 0.20429731905460358 (0.22298761056019709) | > loss_disc_real_4: 0.17803820967674255 (0.20560283500414628) | > loss_disc_real_5: 0.17621834576129913 (0.18868031524694884) | > loss_0: 2.5225229263305664 (2.3429243014408994) | > loss_gen: 2.165426731109619 (2.460867166519165) | > loss_kl: 3.5998497009277344 (3.3634227972764235) | > loss_feat: 5.365068435668945 (6.481017149411715) | > loss_mel: 16.06260871887207 (17.060614292438213) | > loss_duration: 2.2832159996032715 (2.375842332839966) | > loss_1: 29.47616958618164 (31.74176362844614)  --> STEP: 14 | > loss_disc: 2.4973409175872803 (2.3539540597370694) | > loss_disc_real_0: 0.1525309681892395 (0.12891940400004387) | > loss_disc_real_1: 0.3146321773529053 (0.269026793539524) | > loss_disc_real_2: 0.17488014698028564 (0.22672019047396524) | > loss_disc_real_3: 0.21484439074993134 (0.22240595200232097) | > loss_disc_real_4: 0.19006554782390594 (0.20449302877698625) | > loss_disc_real_5: 0.24460884928703308 (0.19267521053552628) | > loss_0: 2.4973409175872803 (2.3539540597370694) | > loss_gen: 2.477853536605835 (2.462080478668213) | > loss_kl: 3.5365452766418457 (3.375788688659668) | > loss_feat: 7.077363967895508 (6.523613350731986) | > loss_mel: 18.232830047607422 (17.144343989236013) | > loss_duration: 2.396547555923462 (2.37732127734593) | > loss_1: 33.72114181518555 (31.88314778464181)  --> STEP: 15 | > loss_disc: 2.6344408988952637 (2.3726531823476154) | > loss_disc_real_0: 0.18266400694847107 (0.132502377529939) | > loss_disc_real_1: 0.3010220229625702 (0.2711598088343938) | > loss_disc_real_2: 0.36481425166130066 (0.2359264612197876) | > loss_disc_real_3: 0.2879948318004608 (0.22677854398886363) | > loss_disc_real_4: 0.25113776326179504 (0.20760267774264018) | > loss_disc_real_5: 0.26720282435417175 (0.19764371812343598) | > loss_0: 2.6344408988952637 (2.3726531823476154) | > loss_gen: 2.653796672821045 (2.4748615582784015) | > loss_kl: 3.229889154434204 (3.366062053044637) | > loss_feat: 6.790042877197266 (6.541375319163005) | > loss_mel: 17.416038513183594 (17.162456957499185) | > loss_duration: 2.398146152496338 (2.378709602355957) | > loss_1: 32.4879150390625 (31.92346560160319)  --> STEP: 16 | > loss_disc: 2.5089399814605713 (2.3811711072921753) | > loss_disc_real_0: 0.2288115918636322 (0.13852170342579484) | > loss_disc_real_1: 0.2719849646091461 (0.2712113810703158) | > loss_disc_real_2: 0.25308728218078613 (0.23699901252985) | > loss_disc_real_3: 0.2396511286497116 (0.22758308053016663) | > loss_disc_real_4: 0.22235749661922455 (0.2085248539224267) | > loss_disc_real_5: 0.19843700528144836 (0.19769329857081175) | > loss_0: 2.5089399814605713 (2.3811711072921753) | > loss_gen: 2.4404096603393555 (2.4727083146572113) | > loss_kl: 3.0076756477355957 (3.343662902712822) | > loss_feat: 7.0270490646362305 (6.571729928255081) | > loss_mel: 16.148967742919922 (17.099113881587982) | > loss_duration: 2.404050588607788 (2.3802934139966965) | > loss_1: 31.028154373168945 (31.86750864982605)  --> STEP: 17 | > loss_disc: 2.6224217414855957 (2.3953623210682586) | > loss_disc_real_0: 0.09526927024126053 (0.135977442650234) | > loss_disc_real_1: 0.3530217409133911 (0.27602375517873196) | > loss_disc_real_2: 0.3136073350906372 (0.24150538444519043) | > loss_disc_real_3: 0.24354931712150574 (0.22852227091789246) | > loss_disc_real_4: 0.2740401327610016 (0.21237869385410757) | > loss_disc_real_5: 0.33662524819374084 (0.20586576619568994) | > loss_0: 2.6224217414855957 (2.3953623210682586) | > loss_gen: 2.5293688774108887 (2.4760412889368393) | > loss_kl: 2.6173315048217773 (3.30093752636629) | > loss_feat: 6.645853519439697 (6.576090139501235) | > loss_mel: 16.734407424926758 (17.07766056060791) | > loss_duration: 2.448922872543335 (2.3843304409700283) | > loss_1: 30.97588539123535 (31.815060222850125)  --> STEP: 18 | > loss_disc: 2.635748863220215 (2.4087171289655895) | > loss_disc_real_0: 0.11440206319093704 (0.13477881045805085) | > loss_disc_real_1: 0.2993357479572296 (0.2773188658886485) | > loss_disc_real_2: 0.14535526931285858 (0.2361637113822831) | > loss_disc_real_3: 0.21192006766796112 (0.22759992629289627) | > loss_disc_real_4: 0.2351430505514145 (0.2136433803372913) | > loss_disc_real_5: 0.2156722992658615 (0.20641057358847725) | > loss_0: 2.635748863220215 (2.4087171289655895) | > loss_gen: 2.1537466049194336 (2.4581360287136502) | > loss_kl: 2.885188579559326 (3.277840362654792) | > loss_feat: 9.634780883789062 (6.746017403072781) | > loss_mel: 17.50645637512207 (17.101482550303142) | > loss_duration: 2.293882369995117 (2.3793055481380887) | > loss_1: 34.47405242919922 (31.962782012091743)  --> STEP: 19 | > loss_disc: 2.451666831970215 (2.4109776396500435) | > loss_disc_real_0: 0.15249872207641602 (0.1357114373853332) | > loss_disc_real_1: 0.2911415696144104 (0.278046376611057) | > loss_disc_real_2: 0.21058109402656555 (0.23481725783724533) | > loss_disc_real_3: 0.26959383487701416 (0.22981013200784983) | > loss_disc_real_4: 0.25386354327201843 (0.2157602310180664) | > loss_disc_real_5: 0.2049235999584198 (0.20633231181847422) | > loss_0: 2.451666831970215 (2.4109776396500435) | > loss_gen: 2.4966368675231934 (2.4601623886509945) | > loss_kl: 2.167917013168335 (3.219423344260768) | > loss_feat: 5.565880298614502 (6.683904923890767) | > loss_mel: 17.36878776550293 (17.11555124583997) | > loss_duration: 2.356283664703369 (2.378093870062577) | > loss_1: 29.95550537109375 (31.85713587309185)  --> STEP: 20 | > loss_disc: 2.551623582839966 (2.41800993680954) | > loss_disc_real_0: 0.146306112408638 (0.13624117113649845) | > loss_disc_real_1: 0.303295373916626 (0.2793088264763355) | > loss_disc_real_2: 0.2587200701236725 (0.23601239845156669) | > loss_disc_real_3: 0.2525779604911804 (0.23094852343201638) | > loss_disc_real_4: 0.1821369081735611 (0.21407906487584114) | > loss_disc_real_5: 0.22666852176189423 (0.20734912231564523) | > loss_0: 2.551623582839966 (2.41800993680954) | > loss_gen: 2.3332231044769287 (2.453815424442291) | > loss_kl: 2.0755670070648193 (3.1622305274009705) | > loss_feat: 6.863199710845947 (6.692869663238525) | > loss_mel: 18.614763259887695 (17.190511846542357) | > loss_duration: 2.326618194580078 (2.375520086288452) | > loss_1: 32.21337127685547 (31.87494764328003)  --> STEP: 21 | > loss_disc: 2.3470094203948975 (2.414628959837414) | > loss_disc_real_0: 0.11444510519504547 (0.1352032632345245) | > loss_disc_real_1: 0.21916329860687256 (0.27644475372064675) | > loss_disc_real_2: 0.22660572826862335 (0.23556446177618845) | > loss_disc_real_3: 0.18419156968593597 (0.22872200182506017) | > loss_disc_real_4: 0.20819006860256195 (0.21379863648187547) | > loss_disc_real_5: 0.2338428497314453 (0.20861072838306427) | > loss_0: 2.3470094203948975 (2.414628959837414) | > loss_gen: 2.216068983078003 (2.4424941653297063) | > loss_kl: 1.9882326126098633 (3.10632586479187) | > loss_feat: 6.334873199462891 (6.675822212582543) | > loss_mel: 15.570549011230469 (17.113370759146555) | > loss_duration: 2.2003164291381836 (2.3671770549955817) | > loss_1: 28.310039520263672 (31.705190113612584)  --> STEP: 22 | > loss_disc: 2.2180123329162598 (2.4056918404319068) | > loss_disc_real_0: 0.11836043000221252 (0.13443767990578304) | > loss_disc_real_1: 0.2078605443239212 (0.27332728965715924) | > loss_disc_real_2: 0.1912907361984253 (0.23355201970447192) | > loss_disc_real_3: 0.20153583586215973 (0.2274862670085647) | > loss_disc_real_4: 0.24743543565273285 (0.2153275818987326) | > loss_disc_real_5: 0.22533442080020905 (0.20937089622020721) | > loss_0: 2.2180123329162598 (2.4056918404319068) | > loss_gen: 2.470926523208618 (2.4437865452332934) | > loss_kl: 2.4478554725646973 (3.0763953924179077) | > loss_feat: 7.283156394958496 (6.70342831178145) | > loss_mel: 17.10164451599121 (17.112837748094037) | > loss_duration: 2.1942315101623535 (2.359315893866799) | > loss_1: 31.497814178466797 (31.69576393474232)  --> STEP: 23 | > loss_disc: 2.2850637435913086 (2.400447140569272) | > loss_disc_real_0: 0.13071316480636597 (0.13427574446667795) | > loss_disc_real_1: 0.22048966586589813 (0.27103000166623487) | > loss_disc_real_2: 0.15728408098220825 (0.23023602236872134) | > loss_disc_real_3: 0.2552316188812256 (0.22869258665520212) | > loss_disc_real_4: 0.24554836750030518 (0.216641529098801) | > loss_disc_real_5: 0.2617807388305664 (0.21164958502935327) | > loss_0: 2.2850637435913086 (2.400447140569272) | > loss_gen: 2.558119535446167 (2.448757544807766) | > loss_kl: 3.0293986797332764 (3.0743520570837934) | > loss_feat: 6.385425090789795 (6.6896020847818125) | > loss_mel: 16.863454818725586 (17.10199501203454) | > loss_duration: 2.313899278640747 (2.357341258422188) | > loss_1: 31.150297164916992 (31.672047988228176)  --> STEP: 24 | > loss_disc: 2.696712017059326 (2.412791510423024) | > loss_disc_real_0: 0.23133933544158936 (0.13832006075729927) | > loss_disc_real_1: 0.2866780757904053 (0.27168200475474197) | > loss_disc_real_2: 0.20810742676258087 (0.22931399755179882) | > loss_disc_real_3: 0.20277664065361023 (0.22761275557180247) | > loss_disc_real_4: 0.18601834774017334 (0.21536556320885816) | > loss_disc_real_5: 0.15885275602340698 (0.2094497171541055) | > loss_0: 2.696712017059326 (2.412791510423024) | > loss_gen: 2.2161662578582764 (2.4390662411848707) | > loss_kl: 2.715836763381958 (3.0594139198462167) | > loss_feat: 5.910489082336426 (6.657139043013255) | > loss_mel: 16.093795776367188 (17.059986710548397) | > loss_duration: 2.422478437423706 (2.3600553075472512) | > loss_1: 29.3587646484375 (31.575661182403564)  --> STEP: 25 | > loss_disc: 2.6477205753326416 (2.422188673019409) | > loss_disc_real_0: 0.2043631225824356 (0.14096178323030473) | > loss_disc_real_1: 0.28451743721961975 (0.2721954220533371) | > loss_disc_real_2: 0.13348983228206635 (0.22548103094100952) | > loss_disc_real_3: 0.3014995753765106 (0.2305682283639908) | > loss_disc_real_4: 0.2492152899503708 (0.2167195522785187) | > loss_disc_real_5: 0.22920824587345123 (0.21024005830287934) | > loss_0: 2.6477205753326416 (2.422188673019409) | > loss_gen: 2.3321518898010254 (2.434789667129517) | > loss_kl: 3.252917766571045 (3.06715407371521) | > loss_feat: 6.015743255615234 (6.631483211517334) | > loss_mel: 14.778575897216797 (16.968730278015133) | > loss_duration: 2.4326171875 (2.362957782745361) | > loss_1: 28.8120059967041 (31.465114974975585)  --> STEP: 26 | > loss_disc: 2.4941983222961426 (2.424958274914668) | > loss_disc_real_0: 0.047683555632829666 (0.13737415909194028) | > loss_disc_real_1: 0.18502464890480042 (0.26884270000916255) | > loss_disc_real_2: 0.19729502499103546 (0.22439695378908744) | > loss_disc_real_3: 0.21076083183288574 (0.22980640542048675) | > loss_disc_real_4: 0.20310036838054657 (0.21619573751321206) | > loss_disc_real_5: 0.4054563343524933 (0.21774837661247987) | > loss_0: 2.4941983222961426 (2.424958274914668) | > loss_gen: 2.472111701965332 (2.4362251300078173) | > loss_kl: 2.6568446159362793 (3.0513729407237125) | > loss_feat: 12.869377136230469 (6.871402208621685) | > loss_mel: 18.854001998901367 (17.04124072881845) | > loss_duration: 2.3000264167785645 (2.360537345592792) | > loss_1: 39.15236282348633 (31.76077835376446) --> EVAL PERFORMANCE | > avg_loader_time: 0.002386175669156588 (-8.550974038930986e-05) | > avg_loss_disc: 2.424958274914668 (-0.0873962915860691) | > avg_loss_disc_real_0: 0.13737415909194028 (+0.0064534662434688195) | > avg_loss_disc_real_1: 0.26884270000916255 (-0.05027185667019629) | > avg_loss_disc_real_2: 0.22439695378908744 (-0.013470982129757225) | > avg_loss_disc_real_3: 0.22980640542048675 (-0.004415773428403408) | > avg_loss_disc_real_4: 0.21619573751321206 (-0.0280962374347907) | > avg_loss_disc_real_5: 0.21774837661247987 (-0.001100514943783104) | > avg_loss_0: 2.424958274914668 (-0.0873962915860691) | > avg_loss_gen: 2.4362251300078173 (+0.018481506751133914) | > avg_loss_kl: 3.0513729407237125 (-0.03148047282145594) | > avg_loss_feat: 6.871402208621685 (+0.26462605366340064) | > avg_loss_mel: 17.04124072881845 (+0.21106470548189193) | > avg_loss_duration: 2.360537345592792 (-0.006918888825636849) | > avg_loss_1: 31.76077835376446 (+0.4557726933405952)  > EPOCH: 958/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:45:51)   --> TIME: 2024-06-12 09:45:55 -- STEP: 9/330 -- GLOBAL_STEP: 404150 | > loss_disc: 2.4099338054656982 (2.307969914542304) | > loss_disc_real_0: 0.11628193408250809 (0.09630392905738619) | > loss_disc_real_1: 0.180197611451149 (0.19214648173915017) | > loss_disc_real_2: 0.20780880749225616 (0.2064811752902137) | > loss_disc_real_3: 0.22562867403030396 (0.22864802016152275) | > loss_disc_real_4: 0.19374462962150574 (0.23481906784905326) | > loss_disc_real_5: 0.20782771706581116 (0.21466924250125885) | > loss_0: 2.4099338054656982 (2.307969914542304) | > grad_norm_0: tensor(5.3860, device='cuda:0') (tensor(6.3817, device='cuda:0')) | > loss_gen: 2.385134220123291 (2.514093769921197) | > loss_kl: 1.8404114246368408 (1.8764723009533353) | > loss_feat: 6.634026527404785 (7.063154008653429) | > loss_mel: 17.062543869018555 (17.636586507161457) | > loss_duration: 2.0391385555267334 (2.0855851703219943) | > loss_1: 29.961254119873047 (31.175891664293076) | > grad_norm_1: tensor(43.7331, device='cuda:0') (tensor(51.7604, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3442 (0.3624342812432183) | > loader_time: 0.0042 (0.0032451682620578343)  --> TIME: 2024-06-12 09:46:04 -- STEP: 34/330 -- GLOBAL_STEP: 404175 | > loss_disc: 2.35724139213562 (2.3480864412644338) | > loss_disc_real_0: 0.10089488327503204 (0.1028576206196757) | > loss_disc_real_1: 0.18211638927459717 (0.19848507598919027) | > loss_disc_real_2: 0.1785503774881363 (0.20893258206984577) | > loss_disc_real_3: 0.2357265204191208 (0.22980591917739196) | > loss_disc_real_4: 0.2208205908536911 (0.23486859964973786) | > loss_disc_real_5: 0.2003326416015625 (0.224540135001435) | > loss_0: 2.35724139213562 (2.3480864412644338) | > grad_norm_0: tensor(9.7722, device='cuda:0') (tensor(8.1711, device='cuda:0')) | > loss_gen: 2.3402504920959473 (2.493117087027606) | > loss_kl: 1.8867658376693726 (1.8701965353068184) | > loss_feat: 7.388016223907471 (6.9785992257735305) | > loss_mel: 16.94843864440918 (17.2768720739028) | > loss_duration: 1.9906463623046875 (1.993454067146077) | > loss_1: 30.55411720275879 (30.612239108366126) | > grad_norm_1: tensor(77.2748, device='cuda:0') (tensor(59.9915, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3431 (0.35741392303915587) | > loader_time: 0.0031 (0.003303983632256003)  --> TIME: 2024-06-12 09:46:14 -- STEP: 59/330 -- GLOBAL_STEP: 404200 | > loss_disc: 2.372572898864746 (2.3493312900349257) | > loss_disc_real_0: 0.08415131270885468 (0.1041018340294644) | > loss_disc_real_1: 0.18096405267715454 (0.19470541280204964) | > loss_disc_real_2: 0.22019176185131073 (0.20911093232995373) | > loss_disc_real_3: 0.24268168210983276 (0.23090171157303502) | > loss_disc_real_4: 0.2508472502231598 (0.23515869550785776) | > loss_disc_real_5: 0.2436477243900299 (0.2245629780878455) | > loss_0: 2.372572898864746 (2.3493312900349257) | > grad_norm_0: tensor(9.2585, device='cuda:0') (tensor(8.9138, device='cuda:0')) | > loss_gen: 2.425816297531128 (2.489061977903722) | > loss_kl: 1.9899417161941528 (1.9096095481161344) | > loss_feat: 6.654927730560303 (6.984720036134881) | > loss_mel: 16.27510643005371 (17.149956202102917) | > loss_duration: 1.9485621452331543 (1.9757914199667461) | > loss_1: 29.294353485107422 (30.509139238777806) | > grad_norm_1: tensor(97.4252, device='cuda:0') (tensor(72.0553, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3792 (0.3610602435419115) | > loader_time: 0.0046 (0.0034200983532404494)  --> TIME: 2024-06-12 09:46:24 -- STEP: 84/330 -- GLOBAL_STEP: 404225 | > loss_disc: 2.3221099376678467 (2.3393193767184313) | > loss_disc_real_0: 0.06313595920801163 (0.10593631686199279) | > loss_disc_real_1: 0.1958998143672943 (0.1951146214490845) | > loss_disc_real_2: 0.18561770021915436 (0.209151472541548) | > loss_disc_real_3: 0.21304084360599518 (0.23161173345787184) | > loss_disc_real_4: 0.221381276845932 (0.2295234040135429) | > loss_disc_real_5: 0.22310014069080353 (0.2219405635481789) | > loss_0: 2.3221099376678467 (2.3393193767184313) | > grad_norm_0: tensor(10.4813, device='cuda:0') (tensor(8.9572, device='cuda:0')) | > loss_gen: 2.399803400039673 (2.5100929623558397) | > loss_kl: 1.9484784603118896 (1.9269986564204806) | > loss_feat: 6.614485263824463 (7.069501314844404) | > loss_mel: 16.921607971191406 (17.10451938992455) | > loss_duration: 2.0336244106292725 (1.9721586746828896) | > loss_1: 29.917999267578125 (30.583271049317858) | > grad_norm_1: tensor(57.4060, device='cuda:0') (tensor(83.0550, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3937 (0.36764121055603016) | > loader_time: 0.0047 (0.003624390988122849)  --> TIME: 2024-06-12 09:46:33 -- STEP: 109/330 -- GLOBAL_STEP: 404250 | > loss_disc: 2.3323185443878174 (2.3511008013279078) | > loss_disc_real_0: 0.10064688324928284 (0.10730354631439261) | > loss_disc_real_1: 0.1333054006099701 (0.19436907877615833) | > loss_disc_real_2: 0.21614333987236023 (0.2098803851035757) | > loss_disc_real_3: 0.2118595689535141 (0.23231001088925457) | > loss_disc_real_4: 0.2507437765598297 (0.23336663486760692) | > loss_disc_real_5: 0.2136944830417633 (0.22431505163875196) | > loss_0: 2.3323185443878174 (2.3511008013279078) | > grad_norm_0: tensor(7.3252, device='cuda:0') (tensor(8.5292, device='cuda:0')) | > loss_gen: 2.480182409286499 (2.5013297982172125) | > loss_kl: 2.123253107070923 (1.9343591862862264) | > loss_feat: 6.640913009643555 (7.010539776688322) | > loss_mel: 17.04719352722168 (17.097370427682854) | > loss_duration: 1.9390877485275269 (1.9750042366325309) | > loss_1: 30.230628967285156 (30.518603543622778) | > grad_norm_1: tensor(69.3626, device='cuda:0') (tensor(78.1992, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.388 (0.3711994962954739) | > loader_time: 0.0039 (0.0037711716573172755)  --> TIME: 2024-06-12 09:46:43 -- STEP: 134/330 -- GLOBAL_STEP: 404275 | > loss_disc: 2.4304943084716797 (2.3580027943226836) | > loss_disc_real_0: 0.10839056223630905 (0.10872521023474523) | > loss_disc_real_1: 0.2032514214515686 (0.19456822536329724) | > loss_disc_real_2: 0.18871326744556427 (0.21056425471359227) | > loss_disc_real_3: 0.19544042646884918 (0.23172118292370839) | > loss_disc_real_4: 0.2155161201953888 (0.2342411298582803) | > loss_disc_real_5: 0.21792250871658325 (0.22501885612953954) | > loss_0: 2.4304943084716797 (2.3580027943226836) | > grad_norm_0: tensor(12.3126, device='cuda:0') (tensor(8.8182, device='cuda:0')) | > loss_gen: 2.465441942214966 (2.5010986879690362) | > loss_kl: 1.9631990194320679 (1.9520770044469122) | > loss_feat: 7.922518253326416 (7.010761990476011) | > loss_mel: 17.521207809448242 (17.107856408873598) | > loss_duration: 1.9975616931915283 (1.9804548185263107) | > loss_1: 31.869930267333984 (30.552248969006893) | > grad_norm_1: tensor(160.5629, device='cuda:0') (tensor(79.1707, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3793 (0.373028822799227) | > loader_time: 0.0043 (0.0038752822733637113)  --> TIME: 2024-06-12 09:46:53 -- STEP: 159/330 -- GLOBAL_STEP: 404300 | > loss_disc: 2.261817455291748 (2.3637749953839777) | > loss_disc_real_0: 0.1317642480134964 (0.11072828555069629) | > loss_disc_real_1: 0.1617732048034668 (0.19488753584570853) | > loss_disc_real_2: 0.18155716359615326 (0.21185156628020904) | > loss_disc_real_3: 0.20828752219676971 (0.23196142462064634) | > loss_disc_real_4: 0.2247602343559265 (0.2338010422276251) | > loss_disc_real_5: 0.20073580741882324 (0.2236449918094671) | > loss_0: 2.261817455291748 (2.3637749953839777) | > grad_norm_0: tensor(6.0412, device='cuda:0') (tensor(9.2312, device='cuda:0')) | > loss_gen: 2.541051149368286 (2.4876303537836617) | > loss_kl: 2.0167336463928223 (1.9626929392604708) | > loss_feat: 7.362595081329346 (6.976600008190804) | > loss_mel: 17.10430145263672 (17.11062048666132) | > loss_duration: 2.016387462615967 (1.9846294091182686) | > loss_1: 31.04107093811035 (30.52217326374174) | > grad_norm_1: tensor(99.6964, device='cuda:0') (tensor(85.0154, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3649 (0.373263805917224) | > loader_time: 0.0044 (0.00396503892334752)  --> TIME: 2024-06-12 09:47:02 -- STEP: 184/330 -- GLOBAL_STEP: 404325 | > loss_disc: 2.3968522548675537 (2.3668713569641118) | > loss_disc_real_0: 0.09543579816818237 (0.1120515634994144) | > loss_disc_real_1: 0.2044256180524826 (0.1953921779666258) | > loss_disc_real_2: 0.2542704641819 (0.21154067560058573) | > loss_disc_real_3: 0.26074257493019104 (0.23205008001431174) | > loss_disc_real_4: 0.23120850324630737 (0.2340844813734293) | > loss_disc_real_5: 0.22407129406929016 (0.2237203329315652) | > loss_0: 2.3968522548675537 (2.3668713569641118) | > grad_norm_0: tensor(5.7438, device='cuda:0') (tensor(10.3588, device='cuda:0')) | > loss_gen: 2.538360595703125 (2.484993762296179) | > loss_kl: 2.124943733215332 (1.97139682199644) | > loss_feat: 7.456692218780518 (6.944240160610366) | > loss_mel: 16.97543716430664 (17.07397798869921) | > loss_duration: 2.0395612716674805 (1.9918070591014365) | > loss_1: 31.134994506835938 (30.46641583028047) | > grad_norm_1: tensor(303.8233, device='cuda:0') (tensor(104.7262, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.3839 (0.3747124840383944) | > loader_time: 0.0045 (0.004065310177595716)  --> TIME: 2024-06-12 09:47:13 -- STEP: 209/330 -- GLOBAL_STEP: 404350 | > loss_disc: 2.441634178161621 (2.3679294437882996) | > loss_disc_real_0: 0.13248495757579803 (0.11314629438961522) | > loss_disc_real_1: 0.15523554384708405 (0.19552519254422074) | > loss_disc_real_2: 0.19333507120609283 (0.2118001563126961) | > loss_disc_real_3: 0.2212892472743988 (0.23188948838049145) | > loss_disc_real_4: 0.21261495351791382 (0.23396052348841892) | > loss_disc_real_5: 0.24758446216583252 (0.22284314321559012) | > loss_0: 2.441634178161621 (2.3679294437882996) | > grad_norm_0: tensor(49.8532, device='cuda:0') (tensor(12.5892, device='cuda:0')) | > loss_gen: 2.398340940475464 (2.49016694360943) | > loss_kl: 2.075101137161255 (1.9826611012362978) | > loss_feat: 7.205212593078613 (6.951219248429441) | > loss_mel: 16.96745491027832 (17.039854286960438) | > loss_duration: 2.095163345336914 (2.000840714103297) | > loss_1: 30.74127197265625 (30.464742331983942) | > grad_norm_1: tensor(355.3452, device='cuda:0') (tensor(136.6038, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.4095 (0.3771384732004558) | > loader_time: 0.0051 (0.004174466338454247)  --> TIME: 2024-06-12 09:47:23 -- STEP: 234/330 -- GLOBAL_STEP: 404375 | > loss_disc: 2.3666021823883057 (2.3689324743727322) | > loss_disc_real_0: 0.11955448985099792 (0.11397036598024206) | > loss_disc_real_1: 0.19347725808620453 (0.19566799324547124) | > loss_disc_real_2: 0.2452700138092041 (0.21190809203773484) | > loss_disc_real_3: 0.24099576473236084 (0.23187128282510316) | > loss_disc_real_4: 0.2753441631793976 (0.23412079924446905) | > loss_disc_real_5: 0.23113004863262177 (0.2226666977517625) | > loss_0: 2.3666021823883057 (2.3689324743727322) | > grad_norm_0: tensor(47.4763, device='cuda:0') (tensor(14.7954, device='cuda:0')) | > loss_gen: 2.526895761489868 (2.493744099242056) | > loss_kl: 1.9712715148925781 (1.9871437865444737) | > loss_feat: 6.362682819366455 (6.955602350398007) | > loss_mel: 15.17747688293457 (16.98090578551985) | > loss_duration: 2.077336311340332 (2.0105031056281857) | > loss_1: 28.11566162109375 (30.427899181333363) | > grad_norm_1: tensor(561.0328, device='cuda:0') (tensor(167.6909, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.428 (0.38137037733681184) | > loader_time: 0.0061 (0.004320188465281425)  --> TIME: 2024-06-12 09:47:34 -- STEP: 259/330 -- GLOBAL_STEP: 404400 | > loss_disc: 2.372349977493286 (2.3678200944510195) | > loss_disc_real_0: 0.16175605356693268 (0.11486327884049949) | > loss_disc_real_1: 0.20854471623897552 (0.1958311238689312) | > loss_disc_real_2: 0.2025729864835739 (0.21118768411023275) | > loss_disc_real_3: 0.2101830691099167 (0.23125118805404796) | > loss_disc_real_4: 0.22235935926437378 (0.23328957790113325) | > loss_disc_real_5: 0.23321625590324402 (0.22239512475531073) | > loss_0: 2.372349977493286 (2.3678200944510195) | > grad_norm_0: tensor(17.6694, device='cuda:0') (tensor(15.9482, device='cuda:0')) | > loss_gen: 2.6558339595794678 (2.493059381094679) | > loss_kl: 2.1320362091064453 (1.9918194143928616) | > loss_feat: 7.015450954437256 (6.962340995611832) | > loss_mel: 16.739505767822266 (16.952396691075624) | > loss_duration: 2.125216484069824 (2.0187852760079283) | > loss_1: 30.668045043945312 (30.418401813875295) | > grad_norm_1: tensor(292.0255, device='cuda:0') (tensor(190.5393, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.4366 (0.3865297374578056) | > loader_time: 0.006 (0.00446943242577512)  --> TIME: 2024-06-12 09:47:46 -- STEP: 284/330 -- GLOBAL_STEP: 404425 | > loss_disc: 2.4173319339752197 (2.372823384446156) | > loss_disc_real_0: 0.14116710424423218 (0.11674659951052195) | > loss_disc_real_1: 0.19330863654613495 (0.1959669753174547) | > loss_disc_real_2: 0.22204454243183136 (0.21188783960443147) | > loss_disc_real_3: 0.22794963419437408 (0.2314718945975035) | > loss_disc_real_4: 0.25122684240341187 (0.2337374822564528) | > loss_disc_real_5: 0.2228582501411438 (0.2228668634320649) | > loss_0: 2.4173319339752197 (2.372823384446156) | > grad_norm_0: tensor(27.1596, device='cuda:0') (tensor(16.7256, device='cuda:0')) | > loss_gen: 2.2959539890289307 (2.4877520027294966) | > loss_kl: 2.0934619903564453 (1.999832100851435) | > loss_feat: 6.313681602478027 (6.9624543357902855) | > loss_mel: 16.30927085876465 (16.908449586008633) | > loss_duration: 2.1529362201690674 (2.0289004419890926) | > loss_1: 29.165306091308594 (30.387388491294754) | > grad_norm_1: tensor(521.4825, device='cuda:0') (tensor(206.4686, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.4543 (0.3918775781779223) | > loader_time: 0.0064 (0.0046287044672898795)  --> TIME: 2024-06-12 09:47:58 -- STEP: 309/330 -- GLOBAL_STEP: 404450 | > loss_disc: 2.4760947227478027 (2.3778279429500535) | > loss_disc_real_0: 0.1370481550693512 (0.11849366256237802) | > loss_disc_real_1: 0.19766336679458618 (0.19644725308256245) | > loss_disc_real_2: 0.21268856525421143 (0.2122531012906226) | > loss_disc_real_3: 0.24166682362556458 (0.2318272267055357) | > loss_disc_real_4: 0.2114814817905426 (0.2337878874494034) | > loss_disc_real_5: 0.20259235799312592 (0.22293748974221433) | > loss_0: 2.4760947227478027 (2.3778279429500535) | > grad_norm_0: tensor(45.6076, device='cuda:0') (tensor(17.5180, device='cuda:0')) | > loss_gen: 2.2607030868530273 (2.481998104879386) | > loss_kl: 1.902241826057434 (2.0067416911757885) | > loss_feat: 6.953107833862305 (6.9575168183706335) | > loss_mel: 16.413471221923828 (16.863165531343622) | > loss_duration: 2.229752540588379 (2.0411971147777956) | > loss_1: 29.75927734375 (30.35061930066945) | > grad_norm_1: tensor(504.5302, device='cuda:0') (tensor(217.5270, device='cuda:0')) | > current_lr_0: 0.00017742711086230072 | > current_lr_1: 0.00017742711086230072 | > step_time: 0.5109 (0.39903626472818826) | > loader_time: 0.0073 (0.004812548461469626)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4964234828948975 (2.4964234828948975) | > loss_disc_real_0: 0.12379910051822662 (0.12379910051822662) | > loss_disc_real_1: 0.24358662962913513 (0.24358662962913513) | > loss_disc_real_2: 0.24580886960029602 (0.24580886960029602) | > loss_disc_real_3: 0.260182648897171 (0.260182648897171) | > loss_disc_real_4: 0.30456820130348206 (0.30456820130348206) | > loss_disc_real_5: 0.2832571566104889 (0.2832571566104889) | > loss_0: 2.4964234828948975 (2.4964234828948975) | > loss_gen: 2.3968493938446045 (2.3968493938446045) | > loss_kl: 2.9493401050567627 (2.9493401050567627) | > loss_feat: 4.41140604019165 (4.41140604019165) | > loss_mel: 14.67161750793457 (14.67161750793457) | > loss_duration: 3.1477785110473633 (3.1477785110473633) | > loss_1: 27.57699203491211 (27.57699203491211)  --> STEP: 1 | > loss_disc: 2.338897466659546 (2.338897466659546) | > loss_disc_real_0: 0.08602873980998993 (0.08602873980998993) | > loss_disc_real_1: 0.19893908500671387 (0.19893908500671387) | > loss_disc_real_2: 0.208780899643898 (0.208780899643898) | > loss_disc_real_3: 0.2605185806751251 (0.2605185806751251) | > loss_disc_real_4: 0.2581845819950104 (0.2581845819950104) | > loss_disc_real_5: 0.26110395789146423 (0.26110395789146423) | > loss_0: 2.338897466659546 (2.338897466659546) | > loss_gen: 2.447277545928955 (2.447277545928955) | > loss_kl: 2.883183002471924 (2.883183002471924) | > loss_feat: 7.091624736785889 (7.091624736785889) | > loss_mel: 17.468698501586914 (17.468698501586914) | > loss_duration: 2.5551681518554688 (2.5551681518554688) | > loss_1: 32.445953369140625 (32.445953369140625)  --> STEP: 2 | > loss_disc: 2.1686830520629883 (2.253790259361267) | > loss_disc_real_0: 0.05016305297613144 (0.06809589639306068) | > loss_disc_real_1: 0.25217121839523315 (0.2255551517009735) | > loss_disc_real_2: 0.29844486713409424 (0.2536128833889961) | > loss_disc_real_3: 0.27972444891929626 (0.2701215147972107) | > loss_disc_real_4: 0.18789911270141602 (0.2230418473482132) | > loss_disc_real_5: 0.1399952918291092 (0.2005496248602867) | > loss_0: 2.1686830520629883 (2.253790259361267) | > loss_gen: 2.53564715385437 (2.4914623498916626) | > loss_kl: 3.522991180419922 (3.203087091445923) | > loss_feat: 6.5334882736206055 (6.812556505203247) | > loss_mel: 17.672988891601562 (17.57084369659424) | > loss_duration: 2.5031189918518066 (2.5291435718536377) | > loss_1: 32.76823425292969 (32.607093811035156)  --> STEP: 3 | > loss_disc: 2.431812286376953 (2.3131309350331626) | > loss_disc_real_0: 0.17624178528785706 (0.10414452602465947) | > loss_disc_real_1: 0.20706747472286224 (0.21939259270826975) | > loss_disc_real_2: 0.30446168780326843 (0.2705624848604202) | > loss_disc_real_3: 0.25261035561561584 (0.2642844617366791) | > loss_disc_real_4: 0.19969886541366577 (0.21526085337003073) | > loss_disc_real_5: 0.1818935126066208 (0.1943309207757314) | > loss_0: 2.431812286376953 (2.3131309350331626) | > loss_gen: 2.404179811477661 (2.4623681704203286) | > loss_kl: 3.090906858444214 (3.165693680445353) | > loss_feat: 5.500193119049072 (6.3751020431518555) | > loss_mel: 15.213726043701172 (16.78513781229655) | > loss_duration: 2.429563045501709 (2.4959500630696616) | > loss_1: 28.638568878173828 (31.284252166748047)  --> STEP: 4 | > loss_disc: 2.324207067489624 (2.315899968147278) | > loss_disc_real_0: 0.10423783212900162 (0.10416785255074501) | > loss_disc_real_1: 0.3094174861907959 (0.2418988160789013) | > loss_disc_real_2: 0.2342112809419632 (0.26147468388080597) | > loss_disc_real_3: 0.25013113021850586 (0.2607461288571358) | > loss_disc_real_4: 0.18277661502361298 (0.20713979378342628) | > loss_disc_real_5: 0.15607929229736328 (0.18476801365613937) | > loss_0: 2.324207067489624 (2.315899968147278) | > loss_gen: 2.430501937866211 (2.4544016122817993) | > loss_kl: 3.385570764541626 (3.2206629514694214) | > loss_feat: 6.177840232849121 (6.325786590576172) | > loss_mel: 17.136253356933594 (16.87291669845581) | > loss_duration: 2.425638198852539 (2.478372097015381) | > loss_1: 31.555805206298828 (31.352140426635742)  --> STEP: 5 | > loss_disc: 2.4516303539276123 (2.343046045303345) | > loss_disc_real_0: 0.16211161017417908 (0.11575660407543183) | > loss_disc_real_1: 0.30521178245544434 (0.2545614093542099) | > loss_disc_real_2: 0.2867662012577057 (0.2665329873561859) | > loss_disc_real_3: 0.2953494191169739 (0.2676667869091034) | > loss_disc_real_4: 0.23274698853492737 (0.2122612327337265) | > loss_disc_real_5: 0.23812365531921387 (0.19543914198875428) | > loss_0: 2.4516303539276123 (2.343046045303345) | > loss_gen: 2.822697877883911 (2.528060865402222) | > loss_kl: 2.711545467376709 (3.118839454650879) | > loss_feat: 5.808050632476807 (6.222239398956299) | > loss_mel: 18.361085891723633 (17.170550537109374) | > loss_duration: 2.3760921955108643 (2.4579161167144776) | > loss_1: 32.079471588134766 (31.497606658935545)  --> STEP: 6 | > loss_disc: 1.975663661956787 (2.2818156480789185) | > loss_disc_real_0: 0.0561966747045517 (0.10582994918028514) | > loss_disc_real_1: 0.2821509540081024 (0.2591596667965253) | > loss_disc_real_2: 0.2564871907234192 (0.2648586879173915) | > loss_disc_real_3: 0.22496457397937775 (0.26054975142081577) | > loss_disc_real_4: 0.188576802611351 (0.2083138277133306) | > loss_disc_real_5: 0.14560939371585846 (0.18713418394327164) | > loss_0: 1.975663661956787 (2.2818156480789185) | > loss_gen: 2.9865126609802246 (2.6044694979985556) | > loss_kl: 3.4989891052246094 (3.1821977297465005) | > loss_feat: 7.108896732330322 (6.370015621185303) | > loss_mel: 17.400981903076172 (17.208955764770508) | > loss_duration: 2.2685413360595703 (2.426353653271993) | > loss_1: 33.26392364501953 (31.79199282328288)  --> STEP: 7 | > loss_disc: 2.4159131050109863 (2.3009724276406422) | > loss_disc_real_0: 0.1407560259103775 (0.11081938871315547) | > loss_disc_real_1: 0.28624165058135986 (0.2630285216229303) | > loss_disc_real_2: 0.3320687413215637 (0.2744601241179875) | > loss_disc_real_3: 0.2836792767047882 (0.2638539693185261) | > loss_disc_real_4: 0.2613829970359802 (0.21589513761656626) | > loss_disc_real_5: 0.20083586871623993 (0.1890915674822671) | > loss_0: 2.4159131050109863 (2.3009724276406422) | > loss_gen: 2.7889745235443115 (2.6308273587908064) | > loss_kl: 4.824309349060059 (3.416785103934152) | > loss_feat: 6.863678455352783 (6.4405388832092285) | > loss_mel: 17.37679100036621 (17.232932226998464) | > loss_duration: 2.570793867111206 (2.446987969534738) | > loss_1: 34.4245491027832 (32.16807229178293)  --> STEP: 8 | > loss_disc: 2.5014491081237793 (2.3260320127010345) | > loss_disc_real_0: 0.08685079216957092 (0.1078233141452074) | > loss_disc_real_1: 0.3882150650024414 (0.27867683954536915) | > loss_disc_real_2: 0.28785762190818787 (0.27613481134176254) | > loss_disc_real_3: 0.29329076409339905 (0.26753356866538525) | > loss_disc_real_4: 0.21966931223869324 (0.21636690944433212) | > loss_disc_real_5: 0.27344411611557007 (0.19963563606142998) | > loss_0: 2.5014491081237793 (2.3260320127010345) | > loss_gen: 2.646974802017212 (2.632845789194107) | > loss_kl: 2.2866733074188232 (3.2755211293697357) | > loss_feat: 8.748209953308105 (6.728997766971588) | > loss_mel: 15.596437454223633 (17.02837038040161) | > loss_duration: 2.3087949752807617 (2.4297138452529907) | > loss_1: 31.58708953857422 (32.095449447631836)  --> STEP: 9 | > loss_disc: 2.4784796237945557 (2.3429706361558704) | > loss_disc_real_0: 0.14710171520709991 (0.11218758092986213) | > loss_disc_real_1: 0.1617642194032669 (0.2656865484184689) | > loss_disc_real_2: 0.37221476435661316 (0.28681036167674595) | > loss_disc_real_3: 0.24278779327869415 (0.264784038066864) | > loss_disc_real_4: 0.2342786192893982 (0.21835709942711723) | > loss_disc_real_5: 0.19357597827911377 (0.19896234075228372) | > loss_0: 2.4784796237945557 (2.3429706361558704) | > loss_gen: 2.3855247497558594 (2.6053656737009683) | > loss_kl: 2.6959731578826904 (3.2111269103156195) | > loss_feat: 6.599181175231934 (6.714573701222737) | > loss_mel: 19.154014587402344 (17.26455307006836) | > loss_duration: 2.197082757949829 (2.4038659466637506) | > loss_1: 33.031776428222656 (32.199485778808594)  --> STEP: 10 | > loss_disc: 2.2660024166107178 (2.335273814201355) | > loss_disc_real_0: 0.1065596342086792 (0.11162478625774383) | > loss_disc_real_1: 0.21729563176631927 (0.26084745675325394) | > loss_disc_real_2: 0.24586854875087738 (0.2827161803841591) | > loss_disc_real_3: 0.2515397369861603 (0.26345960795879364) | > loss_disc_real_4: 0.16362670063972473 (0.212884059548378) | > loss_disc_real_5: 0.11927642673254013 (0.19099374935030938) | > loss_0: 2.2660024166107178 (2.335273814201355) | > loss_gen: 2.428018093109131 (2.5876309156417845) | > loss_kl: 3.3381528854370117 (3.223829507827759) | > loss_feat: 6.578707218170166 (6.700987052917481) | > loss_mel: 17.771486282348633 (17.315246391296387) | > loss_duration: 2.4275455474853516 (2.4062339067459106) | > loss_1: 32.54391098022461 (32.2339282989502)  --> STEP: 11 | > loss_disc: 2.402188539505005 (2.341356971047141) | > loss_disc_real_0: 0.12650585174560547 (0.11297761039300398) | > loss_disc_real_1: 0.1831911951303482 (0.25378779660571704) | > loss_disc_real_2: 0.2221994251012802 (0.27721465717662463) | > loss_disc_real_3: 0.26859208941459656 (0.26392619718204846) | > loss_disc_real_4: 0.247446671128273 (0.21602611514655026) | > loss_disc_real_5: 0.27551716566085815 (0.198677696287632) | > loss_0: 2.402188539505005 (2.341356971047141) | > loss_gen: 2.3364946842193604 (2.564800349148837) | > loss_kl: 3.3845741748809814 (3.2384426593780518) | > loss_feat: 5.732638835906982 (6.612955396825617) | > loss_mel: 15.166060447692871 (17.119865850968793) | > loss_duration: 2.58168625831604 (2.422184120525013) | > loss_1: 29.201454162597656 (31.958248832009055)  --> STEP: 12 | > loss_disc: 2.3165769577026367 (2.339291969935099) | > loss_disc_real_0: 0.08651108294725418 (0.1107720664391915) | > loss_disc_real_1: 0.26656925678253174 (0.25485291828711826) | > loss_disc_real_2: 0.3111206889152527 (0.2800401598215103) | > loss_disc_real_3: 0.25001904368400574 (0.2627672677238782) | > loss_disc_real_4: 0.22728972136974335 (0.21696474899848303) | > loss_disc_real_5: 0.22160786390304565 (0.20058854358891645) | > loss_0: 2.3165769577026367 (2.339291969935099) | > loss_gen: 2.5935871601104736 (2.567199250062307) | > loss_kl: 2.53485369682312 (3.1798102458318076) | > loss_feat: 6.543859481811523 (6.607197403907776) | > loss_mel: 15.471596717834473 (16.982510089874268) | > loss_duration: 2.278696298599243 (2.410226802031199) | > loss_1: 29.42259407043457 (31.746944268544514)  --> STEP: 13 | > loss_disc: 2.211890935897827 (2.3294918903937707) | > loss_disc_real_0: 0.10456337034702301 (0.11029447443210162) | > loss_disc_real_1: 0.3318953812122345 (0.2607792615890503) | > loss_disc_real_2: 0.24011757969856262 (0.27696919211974513) | > loss_disc_real_3: 0.21640443801879883 (0.2592008962081029) | > loss_disc_real_4: 0.14106562733650208 (0.21112635502448449) | > loss_disc_real_5: 0.13802717626094818 (0.19577613071753427) | > loss_0: 2.211890935897827 (2.3294918903937707) | > loss_gen: 2.7872414588928223 (2.5841255738185) | > loss_kl: 3.192387580871582 (3.1807777331425595) | > loss_feat: 7.746608257293701 (6.69484439262977) | > loss_mel: 16.556737899780273 (16.949758382943962) | > loss_duration: 2.288785934448242 (2.40088519683251) | > loss_1: 32.57176208496094 (31.81039179288424)  --> STEP: 14 | > loss_disc: 2.558333396911621 (2.345837712287903) | > loss_disc_real_0: 0.21283233165740967 (0.1176186070910522) | > loss_disc_real_1: 0.309609055519104 (0.26426710401262554) | > loss_disc_real_2: 0.33289024233818054 (0.28096355284963337) | > loss_disc_real_3: 0.2430673986673355 (0.2580485035266195) | > loss_disc_real_4: 0.24616354703903198 (0.21362901159695216) | > loss_disc_real_5: 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(3.2356691996256512) | > loss_feat: 5.567554950714111 (6.657862250010172) | > loss_mel: 17.68068504333496 (17.027122879028322) | > loss_duration: 2.4082889556884766 (2.400390942891439) | > loss_1: 31.50518035888672 (31.906647618611654)  --> STEP: 16 | > loss_disc: 2.5812203884124756 (2.373634397983551) | > loss_disc_real_0: 0.1969490796327591 (0.12391971470788121) | > loss_disc_real_1: 0.33083221316337585 (0.26745518762618303) | > loss_disc_real_2: 0.38458406925201416 (0.28952033445239067) | > loss_disc_real_3: 0.2522212862968445 (0.26128845382481813) | > loss_disc_real_4: 0.2354249805212021 (0.216596613638103) | > loss_disc_real_5: 0.1927286833524704 (0.2024390329606831) | > loss_0: 2.5812203884124756 (2.373634397983551) | > loss_gen: 2.721210479736328 (2.5940773636102676) | > loss_kl: 3.0088138580322266 (3.221490740776062) | > loss_feat: 5.394040107727051 (6.578873366117477) | > loss_mel: 15.670433044433594 (16.94232976436615) | > loss_duration: 2.410102605819702 (2.4009979218244553) | > loss_1: 29.204601287841797 (31.737769722938538)  --> STEP: 17 | > loss_disc: 2.4505834579467773 (2.3781608132755054) | > loss_disc_real_0: 0.09949057549238205 (0.1224827065187342) | > loss_disc_real_1: 0.3125823736190796 (0.27010972797870636) | > loss_disc_real_2: 0.29724541306495667 (0.28997475084136515) | > loss_disc_real_3: 0.2802441418170929 (0.26240349429495197) | > loss_disc_real_4: 0.2433849573135376 (0.21817239856018739) | > loss_disc_real_5: 0.25319385528564453 (0.20542461074450435) | > loss_0: 2.4505834579467773 (2.3781608132755054) | > loss_gen: 2.5192415714263916 (2.5896752581876865) | > loss_kl: 2.6177423000335693 (3.185976126614739) | > loss_feat: 5.030615329742432 (6.487799363977769) | > loss_mel: 16.468273162841797 (16.91444408192354) | > loss_duration: 2.457306385040283 (2.4043101843665626) | > loss_1: 29.093177795410156 (31.582205491907455)  --> STEP: 18 | > loss_disc: 2.3467583656311035 (2.3764162328508167) | > loss_disc_real_0: 0.13882681727409363 (0.12339071267180973) | > loss_disc_real_1: 0.23605510592460632 (0.2682178045312564) | > loss_disc_real_2: 0.20499444007873535 (0.2852536224656635) | > loss_disc_real_3: 0.23372356593608856 (0.26081016494168174) | > loss_disc_real_4: 0.26597559452056885 (0.22082813166909748) | > loss_disc_real_5: 0.2897860109806061 (0.2101113552020656) | > loss_0: 2.3467583656311035 (2.3764162328508167) | > loss_gen: 2.5191779136657715 (2.5857587390475802) | > loss_kl: 3.907977342605591 (3.226087305280897) | > loss_feat: 7.50316047668457 (6.5442083146837025) | > loss_mel: 13.871328353881836 (16.745382097032333) | > loss_duration: 2.312483310699463 (2.3992086913850574) | > loss_1: 30.11412811279297 (31.500645637512207)  --> STEP: 19 | > loss_disc: 2.0719709396362305 (2.360392796365838) | > loss_disc_real_0: 0.08401083201169968 (0.1213180873739092) | > loss_disc_real_1: 0.19249224662780762 (0.2642322488521275) | > loss_disc_real_2: 0.2758287787437439 (0.2847575780592467) | > loss_disc_real_3: 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(31.392199863087047)  --> STEP: 23 | > loss_disc: 2.4091949462890625 (2.3851786592732305) | > loss_disc_real_0: 0.0894753634929657 (0.12616160350001376) | > loss_disc_real_1: 0.3159397542476654 (0.2688029492678849) | > loss_disc_real_2: 0.285531610250473 (0.28628911596277484) | > loss_disc_real_3: 0.2830512821674347 (0.25945677575857745) | > loss_disc_real_4: 0.2397967129945755 (0.22529719899529996) | > loss_disc_real_5: 0.19061359763145447 (0.21383322224668835) | > loss_0: 2.4091949462890625 (2.3851786592732305) | > loss_gen: 2.485382556915283 (2.5860464469246245) | > loss_kl: 2.8689637184143066 (3.101454434187516) | > loss_feat: 6.077433109283447 (6.577850901562234) | > loss_mel: 16.585298538208008 (16.70504611471425) | > loss_duration: 2.3158555030822754 (2.3757465093032173) | > loss_1: 30.33293342590332 (31.346144800600797)  --> STEP: 24 | > loss_disc: 2.43381404876709 (2.3872051338354745) | > loss_disc_real_0: 0.1555020809173584 (0.12738412339240313) | > loss_disc_real_1: 0.27491992712020874 (0.26905782334506506) | > loss_disc_real_2: 0.2963878810405731 (0.28670989784101647) | > loss_disc_real_3: 0.25915271043777466 (0.2594441063702107) | > loss_disc_real_4: 0.2943025529384613 (0.228172422076265) | > loss_disc_real_5: 0.2704605162143707 (0.21619269282867512) | > loss_0: 2.43381404876709 (2.3872051338354745) | > loss_gen: 2.7284603118896484 (2.5919803579648337) | > loss_kl: 2.4994616508483887 (3.0763714015483856) | > loss_feat: 6.377574920654297 (6.569506069024404) | > loss_mel: 17.365755081176758 (16.73257565498352) | > loss_duration: 2.401134967803955 (2.376804361740748) | > loss_1: 31.372386932373047 (31.347238222757976)  --> STEP: 25 | > loss_disc: 2.496359348297119 (2.3915713024139404) | > loss_disc_real_0: 0.1492193192243576 (0.12825753122568131) | > loss_disc_real_1: 0.2672940492630005 (0.26898727238178244) | > loss_disc_real_2: 0.22848238050937653 (0.28438079714775083) | > loss_disc_real_3: 0.23483513295650482 (0.2584597474336625) | > loss_disc_real_4: 0.23559795320034027 (0.22846944332122804) | > loss_disc_real_5: 0.233997642993927 (0.2169048908352852) | > loss_0: 2.496359348297119 (2.3915713024139404) | > loss_gen: 2.3331353664398193 (2.581626558303833) | > loss_kl: 3.276026964187622 (3.084357624053955) | > loss_feat: 4.6105427742004395 (6.491147537231445) | > loss_mel: 12.747352600097656 (16.573166732788085) | > loss_duration: 2.4105095863342285 (2.3781525707244873) | > loss_1: 25.377567291259766 (31.108451385498046)  --> STEP: 26 | > loss_disc: 2.509134292602539 (2.396092955882733) | > loss_disc_real_0: 0.08597275614738464 (0.1266311937226699) | > loss_disc_real_1: 0.2104930579662323 (0.26673749490426124) | > loss_disc_real_2: 0.22197113931179047 (0.2819804256925216) | > loss_disc_real_3: 0.2745985984802246 (0.2590804724739149) | > loss_disc_real_4: 0.24330683052539825 (0.22904011205984995) | > loss_disc_real_5: 0.21864280104637146 (0.2169717335357116) | > loss_0: 2.509134292602539 (2.396092955882733) | > loss_gen: 1.9521304368972778 (2.5574151690189657) | > loss_kl: 2.077934980392456 (3.045649060836205) | > loss_feat: 3.8943593502044678 (6.3912710684996386) | > loss_mel: 13.959375381469727 (16.472636296198917) | > loss_duration: 2.320181131362915 (2.3759228999798117) | > loss_1: 24.203981399536133 (30.842894847576435) --> EVAL PERFORMANCE | > avg_loader_time: 0.002448412088247446 (+6.223641909085774e-05) | > avg_loss_disc: 2.396092955882733 (-0.028865319031935233) | > avg_loss_disc_real_0: 0.1266311937226699 (-0.010742965369270385) | > avg_loss_disc_real_1: 0.26673749490426124 (-0.0021052051049013087) | > avg_loss_disc_real_2: 0.2819804256925216 (+0.05758347190343413) | > avg_loss_disc_real_3: 0.2590804724739149 (+0.029274067053428166) | > avg_loss_disc_real_4: 0.22904011205984995 (+0.012844374546637893) | > avg_loss_disc_real_5: 0.2169717335357116 (-0.0007766430767682797) | > avg_loss_0: 2.396092955882733 (-0.028865319031935233) | > avg_loss_gen: 2.5574151690189657 (+0.12119003901114844) | > avg_loss_kl: 3.045649060836205 (-0.005723879887507444) | > avg_loss_feat: 6.3912710684996386 (-0.4801311401220465) | > avg_loss_mel: 16.472636296198917 (-0.5686044326195336) | > avg_loss_duration: 2.3759228999798117 (+0.015385554387019607) | > avg_loss_1: 30.842894847576435 (-0.9178835061880264)  > EPOCH: 959/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:48:30)   --> TIME: 2024-06-12 09:48:33 -- STEP: 4/330 -- GLOBAL_STEP: 404475 | > loss_disc: 2.250286102294922 (2.2374669909477234) | > loss_disc_real_0: 0.09367496520280838 (0.09685222245752811) | > loss_disc_real_1: 0.1543053388595581 (0.1958540976047516) | > loss_disc_real_2: 0.18420247733592987 (0.1869140826165676) | > loss_disc_real_3: 0.19374747574329376 (0.20211397111415863) | > loss_disc_real_4: 0.21466988325119019 (0.20780681818723679) | > loss_disc_real_5: 0.18013399839401245 (0.18894528597593307) | > loss_0: 2.250286102294922 (2.2374669909477234) | > grad_norm_0: tensor(11.7681, device='cuda:0') (tensor(9.1799, device='cuda:0')) | > loss_gen: 2.554356575012207 (2.5728460550308228) | > loss_kl: 2.0712575912475586 (2.044347494840622) | > loss_feat: 6.819406032562256 (7.662415862083435) | > loss_mel: 17.30092430114746 (17.913870811462402) | > loss_duration: 2.132261276245117 (2.141345202922821) | > loss_1: 30.878206253051758 (32.334826946258545) | > grad_norm_1: tensor(89.5447, device='cuda:0') (tensor(113.1608, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.373 (0.3930150270462036) | > loader_time: 0.0034 (0.003248274326324463)  --> TIME: 2024-06-12 09:48:42 -- STEP: 29/330 -- GLOBAL_STEP: 404500 | > loss_disc: 2.315101146697998 (2.3234448761775575) | > loss_disc_real_0: 0.09265430271625519 (0.10011495881039521) | > loss_disc_real_1: 0.199410542845726 (0.19727744470382558) | > loss_disc_real_2: 0.20275092124938965 (0.2092657870259778) | > loss_disc_real_3: 0.20444166660308838 (0.22557136365051927) | > loss_disc_real_4: 0.2342507392168045 (0.2303450189787766) | > loss_disc_real_5: 0.22215504944324493 (0.21628812726201682) | > loss_0: 2.315101146697998 (2.3234448761775575) | > grad_norm_0: tensor(15.7922, device='cuda:0') (tensor(10.8764, device='cuda:0')) | > loss_gen: 2.4686098098754883 (2.5101866475467025) | > loss_kl: 1.8725734949111938 (1.9280199634617772) | > loss_feat: 6.990939140319824 (7.065522506319243) | > loss_mel: 17.010513305664062 (17.309875323854644) | > loss_duration: 1.9839483499526978 (2.0035618296984965) | > loss_1: 30.326583862304688 (30.817166361315497) | > grad_norm_1: tensor(104.3139, device='cuda:0') (tensor(121.6910, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3753 (0.3679070472717285) | > loader_time: 0.0037 (0.003263128214869006) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_404500.pth  --> TIME: 2024-06-12 09:48:56 -- STEP: 54/330 -- GLOBAL_STEP: 404525 | > loss_disc: 2.3085103034973145 (2.323634306589762) | > loss_disc_real_0: 0.08829603344202042 (0.10416389367094746) | > loss_disc_real_1: 0.19959545135498047 (0.1946358001894421) | > loss_disc_real_2: 0.19197086989879608 (0.20772358692354626) | > loss_disc_real_3: 0.19767539203166962 (0.22517037281283625) | > loss_disc_real_4: 0.21432308852672577 (0.23012935232233117) | > loss_disc_real_5: 0.20489929616451263 (0.2198007161970492) | > loss_0: 2.3085103034973145 (2.323634306589762) | > grad_norm_0: tensor(5.7104, device='cuda:0') (tensor(9.9607, device='cuda:0')) | > loss_gen: 2.5474321842193604 (2.5137625623632354) | > loss_kl: 1.9839529991149902 (1.9225434903745298) | > loss_feat: 7.5598297119140625 (7.0396299450485795) | > loss_mel: 17.899938583374023 (17.18282817911218) | > loss_duration: 1.9542698860168457 (1.9815864077320806) | > loss_1: 31.945423126220703 (30.640350695009584) | > grad_norm_1: tensor(109.1775, device='cuda:0') (tensor(109.3581, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3656 (0.36924016475677485) | > loader_time: 0.0034 (0.0033470833743060075)  --> TIME: 2024-06-12 09:49:06 -- STEP: 79/330 -- GLOBAL_STEP: 404550 | > loss_disc: 2.254180908203125 (2.3402164676521395) | > loss_disc_real_0: 0.07794706523418427 (0.10557182576460174) | > loss_disc_real_1: 0.1658935844898224 (0.19513874434972112) | > loss_disc_real_2: 0.20721273124217987 (0.20874614692941496) | > loss_disc_real_3: 0.19812072813510895 (0.22741346363025375) | > loss_disc_real_4: 0.21461966633796692 (0.23160042491140245) | > loss_disc_real_5: 0.1872037649154663 (0.22100049370451813) | > loss_0: 2.254180908203125 (2.3402164676521395) | > grad_norm_0: tensor(20.2368, device='cuda:0') (tensor(10.4427, device='cuda:0')) | > loss_gen: 2.4752590656280518 (2.4966217234164856) | > loss_kl: 2.037386894226074 (1.9363235310663152) | > loss_feat: 7.0321502685546875 (7.030159926112694) | > loss_mel: 17.134483337402344 (17.139364713354954) | > loss_duration: 1.9397622346878052 (1.9744437661352037) | > loss_1: 30.619043350219727 (30.576913712899895) | > grad_norm_1: tensor(446.4951, device='cuda:0') (tensor(125.9810, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3963 (0.36938637721387646) | > loader_time: 0.0041 (0.003477760508090635)  --> TIME: 2024-06-12 09:49:15 -- STEP: 104/330 -- GLOBAL_STEP: 404575 | > loss_disc: 2.3197338581085205 (2.3490973367140846) | > loss_disc_real_0: 0.0932299792766571 (0.10936373945039052) | > loss_disc_real_1: 0.20032738149166107 (0.19473735916499907) | > loss_disc_real_2: 0.20848560333251953 (0.20874598894554836) | > loss_disc_real_3: 0.1992659866809845 (0.2280627847290956) | > loss_disc_real_4: 0.20787791907787323 (0.2316407201668391) | > loss_disc_real_5: 0.19372957944869995 (0.22178742690728256) | > loss_0: 2.3197338581085205 (2.3490973367140846) | > grad_norm_0: tensor(10.2606, device='cuda:0') (tensor(11.5426, device='cuda:0')) | > loss_gen: 2.5640621185302734 (2.4936253795256986) | > loss_kl: 2.0705785751342773 (1.9516096413135529) | > loss_feat: 7.34974479675293 (6.9999220462945795) | > loss_mel: 17.88727569580078 (17.144903843219467) | > loss_duration: 2.009382724761963 (1.9772379593207285) | > loss_1: 31.88104248046875 (30.567298870820267) | > grad_norm_1: tensor(90.7512, device='cuda:0') (tensor(148.2230, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3665 (0.3698007189310514) | > loader_time: 0.0041 (0.0036124793382791374)  --> TIME: 2024-06-12 09:49:25 -- STEP: 129/330 -- GLOBAL_STEP: 404600 | > loss_disc: 2.2968716621398926 (2.352186836937601) | > loss_disc_real_0: 0.12237869203090668 (0.11056022912032845) | > loss_disc_real_1: 0.18578994274139404 (0.19553322524063346) | > loss_disc_real_2: 0.21183669567108154 (0.20873152320237123) | > loss_disc_real_3: 0.20512254536151886 (0.22811638731365055) | > loss_disc_real_4: 0.2085714191198349 (0.2324086857396503) | > loss_disc_real_5: 0.2052890658378601 (0.22208690088848732) | > loss_0: 2.2968716621398926 (2.352186836937601) | > grad_norm_0: tensor(7.0854, device='cuda:0') (tensor(11.6814, device='cuda:0')) | > loss_gen: 2.5218446254730225 (2.4926612987074748) | > loss_kl: 1.9788509607315063 (1.9601799674736438) | > loss_feat: 7.210783958435059 (7.001764848250751) | > loss_mel: 17.49315643310547 (17.146534380062615) | > loss_duration: 1.969894289970398 (1.9805300854897314) | > loss_1: 31.174531936645508 (30.58167058368062) | > grad_norm_1: tensor(48.7723, device='cuda:0') (tensor(151.0237, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3799 (0.3736785659494326) | > loader_time: 0.0044 (0.003703496252843576)  --> TIME: 2024-06-12 09:49:35 -- STEP: 154/330 -- GLOBAL_STEP: 404625 | > loss_disc: 2.416409492492676 (2.357119044700226) | > loss_disc_real_0: 0.1447625309228897 (0.1113788868699755) | > loss_disc_real_1: 0.22288700938224792 (0.19562470496861964) | > loss_disc_real_2: 0.20697546005249023 (0.21004246455895437) | > loss_disc_real_3: 0.23907069861888885 (0.22928201223348643) | > loss_disc_real_4: 0.267789751291275 (0.2321978101095596) | > loss_disc_real_5: 0.20315812528133392 (0.22222194617444818) | > loss_0: 2.416409492492676 (2.357119044700226) | > grad_norm_0: tensor(14.4813, device='cuda:0') (tensor(11.3632, device='cuda:0')) | > loss_gen: 2.5807440280914307 (2.491297274440914) | > loss_kl: 2.055556297302246 (1.967409453608773) | > loss_feat: 6.939512252807617 (7.002912081681289) | > loss_mel: 16.965320587158203 (17.147920893384278) | > loss_duration: 1.9980303049087524 (1.9853447249957494) | > loss_1: 30.539161682128906 (30.594884401792054) | > grad_norm_1: tensor(74.3338, device='cuda:0') (tensor(140.9416, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3848 (0.3755179395923367) | > loader_time: 0.0044 (0.003811625691203328)  --> TIME: 2024-06-12 09:49:45 -- STEP: 179/330 -- GLOBAL_STEP: 404650 | > loss_disc: 2.2499098777770996 (2.361525951151075) | > loss_disc_real_0: 0.11032196879386902 (0.11289588328679846) | > loss_disc_real_1: 0.17610648274421692 (0.19575866507418324) | > loss_disc_real_2: 0.20741666853427887 (0.21079704440172825) | > loss_disc_real_3: 0.23745955526828766 (0.2291147099526901) | > loss_disc_real_4: 0.2173699289560318 (0.2322536372272662) | > loss_disc_real_5: 0.20272892713546753 (0.22253012590568158) | > loss_0: 2.2499098777770996 (2.361525951151075) | > grad_norm_0: tensor(18.0252, device='cuda:0') (tensor(11.2953, device='cuda:0')) | > loss_gen: 2.5760459899902344 (2.4811089518349925) | > loss_kl: 2.0264220237731934 (1.977471138511956) | > loss_feat: 7.792940139770508 (6.956698564177785) | > loss_mel: 17.046804428100586 (17.11431407928467) | > loss_duration: 2.0524730682373047 (1.992921748640817) | > loss_1: 31.494686126708984 (30.522514471128666) | > grad_norm_1: tensor(355.6021, device='cuda:0') (tensor(142.0693, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.3784 (0.37702274189315027) | > loader_time: 0.0044 (0.003919319067587399)  --> TIME: 2024-06-12 09:49:55 -- STEP: 204/330 -- GLOBAL_STEP: 404675 | > loss_disc: 2.426692247390747 (2.365241391986024) | > loss_disc_real_0: 0.14211596548557281 (0.11409711804898347) | > loss_disc_real_1: 0.19249649345874786 (0.19594984925260728) | > loss_disc_real_2: 0.21101364493370056 (0.2107363815839384) | > loss_disc_real_3: 0.20245449244976044 (0.22930320980502109) | > loss_disc_real_4: 0.21481266617774963 (0.23243527735273042) | > loss_disc_real_5: 0.23095661401748657 (0.22356667698306196) | > loss_0: 2.426692247390747 (2.365241391986024) | > grad_norm_0: tensor(15.9350, device='cuda:0') (tensor(11.7178, device='cuda:0')) | > loss_gen: 2.6536812782287598 (2.480671955089942) | > loss_kl: 2.0710885524749756 (1.9880520146267087) | > loss_feat: 7.80393123626709 (6.956573572813296) | > loss_mel: 17.248878479003906 (17.07951912225461) | > loss_duration: 2.0014209747314453 (2.0013210259231866) | > loss_1: 31.77899932861328 (30.50613768895467) | > grad_norm_1: tensor(514.4479, device='cuda:0') (tensor(153.1008, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.4008 (0.3788660402391471) | > loader_time: 0.0049 (0.004024820000517603)  --> TIME: 2024-06-12 09:50:05 -- STEP: 229/330 -- GLOBAL_STEP: 404700 | > loss_disc: 2.3407649993896484 (2.3650333829321704) | > loss_disc_real_0: 0.08951200544834137 (0.1150863245780291) | > loss_disc_real_1: 0.16304023563861847 (0.19592974767674523) | > loss_disc_real_2: 0.2204631268978119 (0.21141379466483687) | > loss_disc_real_3: 0.24403618276119232 (0.22945964935044535) | > loss_disc_real_4: 0.25581327080726624 (0.2322080279802131) | > loss_disc_real_5: 0.21214863657951355 (0.2228714642175941) | > loss_0: 2.3407649993896484 (2.3650333829321704) | > grad_norm_0: tensor(23.2907, device='cuda:0') (tensor(13.1986, device='cuda:0')) | > loss_gen: 2.4568538665771484 (2.482115803847666) | > loss_kl: 2.2166759967803955 (1.995575820514729) | > loss_feat: 6.608002185821533 (6.949881865988652) | > loss_mel: 16.87732696533203 (17.033035453230017) | > loss_duration: 2.106504440307617 (2.010673104415294) | > loss_1: 30.265363693237305 (30.471282067777807) | > grad_norm_1: tensor(361.6026, device='cuda:0') (tensor(170.9257, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.406 (0.3815650856651073) | > loader_time: 0.005 (0.0041468549503509665)  --> TIME: 2024-06-12 09:50:16 -- STEP: 254/330 -- GLOBAL_STEP: 404725 | > loss_disc: 2.3549489974975586 (2.3712188606187103) | > loss_disc_real_0: 0.1591005027294159 (0.11707880676496686) | > loss_disc_real_1: 0.20620033144950867 (0.1964003270066629) | > loss_disc_real_2: 0.21444755792617798 (0.21163135426720298) | > loss_disc_real_3: 0.2528913915157318 (0.22967129587892474) | > loss_disc_real_4: 0.2300972193479538 (0.23160598086794532) | > loss_disc_real_5: 0.24407494068145752 (0.2233865462888883) | > loss_0: 2.3549489974975586 (2.3712188606187103) | > grad_norm_0: tensor(30.5933, device='cuda:0') (tensor(14.5709, device='cuda:0')) | > loss_gen: 2.584141969680786 (2.4793830349689383) | > loss_kl: 2.0896854400634766 (2.0035183049562404) | > loss_feat: 6.884666442871094 (6.939624042961541) | > loss_mel: 16.40038299560547 (16.98467338366772) | > loss_duration: 2.0770578384399414 (2.018817648174256) | > loss_1: 30.035934448242188 (30.42601641707533) | > grad_norm_1: tensor(462.1586, device='cuda:0') (tensor(185.1443, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.4235 (0.38506332532627374) | > loader_time: 0.0056 (0.004283234829039086)  --> TIME: 2024-06-12 09:50:27 -- STEP: 279/330 -- GLOBAL_STEP: 404750 | > loss_disc: 2.440643310546875 (2.3734611567630552) | > loss_disc_real_0: 0.11571931838989258 (0.11796656226919543) | > loss_disc_real_1: 0.20891793072223663 (0.19634257000620647) | > loss_disc_real_2: 0.25706422328948975 (0.21149941280110335) | > loss_disc_real_3: 0.22836224734783173 (0.2297055566930429) | > loss_disc_real_4: 0.23291948437690735 (0.2324143999045895) | > loss_disc_real_5: 0.20529229938983917 (0.22280344495209312) | > loss_0: 2.440643310546875 (2.3734611567630552) | > grad_norm_0: tensor(7.6288, device='cuda:0') (tensor(15.9507, device='cuda:0')) | > loss_gen: 2.5520572662353516 (2.4787284439182624) | > loss_kl: 1.9783376455307007 (2.009363870039635) | > loss_feat: 6.920409679412842 (6.944393257086423) | > loss_mel: 16.476512908935547 (16.931580885336825) | > loss_duration: 2.1228439807891846 (2.0288232338471226) | > loss_1: 30.050161361694336 (30.3928897201374) | > grad_norm_1: tensor(386.9898, device='cuda:0') (tensor(206.4768, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.4484 (0.3895862290508858) | > loader_time: 0.0057 (0.004431846748543469)  --> TIME: 2024-06-12 09:50:39 -- STEP: 304/330 -- GLOBAL_STEP: 404775 | > loss_disc: 2.4273629188537598 (2.379021158343865) | > loss_disc_real_0: 0.12362593412399292 (0.11923462284826919) | > loss_disc_real_1: 0.207743301987648 (0.19694788484392986) | > loss_disc_real_2: 0.21983398497104645 (0.21196155818669418) | > loss_disc_real_3: 0.23327335715293884 (0.2302248493621224) | > loss_disc_real_4: 0.24007463455200195 (0.232703015894482) | > loss_disc_real_5: 0.22543300688266754 (0.22279222304687687) | > loss_0: 2.4273629188537598 (2.379021158343865) | > grad_norm_0: tensor(13.9773, device='cuda:0') (tensor(17.1815, device='cuda:0')) | > loss_gen: 2.4139034748077393 (2.4735611622270777) | > loss_kl: 2.029914379119873 (2.017029277588192) | > loss_feat: 8.195191383361816 (6.947880871986089) | > loss_mel: 16.789030075073242 (16.896932206655816) | > loss_duration: 2.182107925415039 (2.040184636649333) | > loss_1: 31.61014747619629 (30.375588235102203) | > grad_norm_1: tensor(434.1701, device='cuda:0') (tensor(224.1872, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 0.4608 (0.3957114729442095) | > loader_time: 0.0074 (0.004603498076137743)  --> TIME: 2024-06-12 09:51:07 -- STEP: 329/330 -- GLOBAL_STEP: 404800 | > loss_disc: 2.56744384765625 (2.3818799550772423) | > loss_disc_real_0: 0.21424441039562225 (0.12057703968964087) | > loss_disc_real_1: 0.22958174347877502 (0.19749896038085857) | > loss_disc_real_2: 0.22254353761672974 (0.21227799754555826) | > loss_disc_real_3: 0.2559373676776886 (0.23014579550292355) | > loss_disc_real_4: 0.2130376547574997 (0.2329190582218141) | > loss_disc_real_5: 0.2960847318172455 (0.22295716916717656) | > loss_0: 2.56744384765625 (2.3818799550772423) | > grad_norm_0: tensor(11.4048, device='cuda:0') (tensor(17.4133, device='cuda:0')) | > loss_gen: 2.2479023933410645 (2.4708696737840175) | > loss_kl: 2.2823686599731445 (2.028497454605567) | > loss_feat: 8.894490242004395 (7.032556009147669) | > loss_mel: 17.027374267578125 (16.869952169957497) | > loss_duration: 2.286860942840576 (2.0549579884143596) | > loss_1: 32.73899459838867 (30.45683337852223) | > grad_norm_1: tensor(140.8511, device='cuda:0') (tensor(230.9345, device='cuda:0')) | > current_lr_0: 0.00017740493247344293 | > current_lr_1: 0.00017740493247344293 | > step_time: 14.4314 (0.4509872259702364) | > loader_time: 0.0334 (0.0050289109122789374)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4667646884918213 (2.4667646884918213) | > loss_disc_real_0: 0.10076352953910828 (0.10076352953910828) | > loss_disc_real_1: 0.17975680530071259 (0.17975680530071259) | > loss_disc_real_2: 0.27487096190452576 (0.27487096190452576) | > loss_disc_real_3: 0.20076443254947662 (0.20076443254947662) | > loss_disc_real_4: 0.24140600860118866 (0.24140600860118866) | > loss_disc_real_5: 0.2508050799369812 (0.2508050799369812) | > loss_0: 2.4667646884918213 (2.4667646884918213) | > loss_gen: 2.164170265197754 (2.164170265197754) | > loss_kl: 2.949195146560669 (2.949195146560669) | > loss_feat: 6.727254867553711 (6.727254867553711) | > loss_mel: 16.330751419067383 (16.330751419067383) | > loss_duration: 3.1318624019622803 (3.1318624019622803) | > loss_1: 31.303234100341797 (31.303234100341797)  --> STEP: 1 | > loss_disc: 2.204396963119507 (2.204396963119507) | > loss_disc_real_0: 0.1389828473329544 (0.1389828473329544) | > loss_disc_real_1: 0.16962958872318268 (0.16962958872318268) | > loss_disc_real_2: 0.13356392085552216 (0.13356392085552216) | > loss_disc_real_3: 0.2568793296813965 (0.2568793296813965) | > loss_disc_real_4: 0.22249658405780792 (0.22249658405780792) | > loss_disc_real_5: 0.1789967566728592 (0.1789967566728592) | > loss_0: 2.204396963119507 (2.204396963119507) | > loss_gen: 2.3175039291381836 (2.3175039291381836) | > loss_kl: 3.0449438095092773 (3.0449438095092773) | > loss_feat: 5.603845119476318 (5.603845119476318) | > loss_mel: 16.866750717163086 (16.866750717163086) | > loss_duration: 2.520484685897827 (2.520484685897827) | > loss_1: 30.353527069091797 (30.353527069091797)  --> STEP: 2 | > loss_disc: 2.6349189281463623 (2.4196579456329346) | > loss_disc_real_0: 0.13613374531269073 (0.13755829632282257) | > loss_disc_real_1: 0.26169073581695557 (0.21566016227006912) | > loss_disc_real_2: 0.2768371105194092 (0.20520051568746567) | > loss_disc_real_3: 0.2925763428211212 (0.27472783625125885) | > loss_disc_real_4: 0.23882566392421722 (0.23066112399101257) | > loss_disc_real_5: 0.2975423336029053 (0.23826954513788223) | > loss_0: 2.6349189281463623 (2.4196579456329346) | > loss_gen: 2.2316412925720215 (2.2745726108551025) | > loss_kl: 3.397966146469116 (3.2214549779891968) | > loss_feat: 5.162713527679443 (5.383279323577881) | > loss_mel: 17.69239616394043 (17.279573440551758) | > loss_duration: 2.593581199645996 (2.5570329427719116) | > loss_1: 31.078296661376953 (30.715911865234375)  --> STEP: 3 | > loss_disc: 2.402263879776001 (2.4138599236806235) | > loss_disc_real_0: 0.22108538448810577 (0.16540065904458365) | > loss_disc_real_1: 0.13321521878242493 (0.1881785144408544) | > loss_disc_real_2: 0.1358693689107895 (0.1820901334285736) | > loss_disc_real_3: 0.26874464750289917 (0.2727334400018056) | > loss_disc_real_4: 0.23826730251312256 (0.2331965168317159) | > loss_disc_real_5: 0.2404099851846695 (0.238983025153478) | > loss_0: 2.402263879776001 (2.4138599236806235) | > loss_gen: 2.4439010620117188 (2.331015427907308) | > loss_kl: 3.642225503921509 (3.3617118199666343) | > loss_feat: 6.405795574188232 (5.724118073781331) | > loss_mel: 16.751235961914062 (17.103460947672527) | > loss_duration: 2.438410520553589 (2.517492135365804) | > loss_1: 31.681568145751953 (31.037797292073567)  --> STEP: 4 | > loss_disc: 2.7692646980285645 (2.5027111172676086) | > loss_disc_real_0: 0.32604968547821045 (0.20556291565299034) | > loss_disc_real_1: 0.22688725590705872 (0.19785569980740547) | > loss_disc_real_2: 0.24792522192001343 (0.19854890555143356) | > loss_disc_real_3: 0.3412567973136902 (0.28986427932977676) | > loss_disc_real_4: 0.2443656325340271 (0.2359887957572937) | > loss_disc_real_5: 0.2615244686603546 (0.24461838603019714) | > loss_0: 2.7692646980285645 (2.5027111172676086) | > loss_gen: 2.360348701477051 (2.3383487462997437) | > loss_kl: 3.89182710647583 (3.494240641593933) | > loss_feat: 4.0191192626953125 (5.297868371009827) | > loss_mel: 15.704516410827637 (16.753724813461304) | > loss_duration: 2.437460422515869 (2.4974842071533203) | > loss_1: 28.413270950317383 (30.38166570663452)  --> STEP: 5 | > loss_disc: 2.4495506286621094 (2.492079019546509) | > loss_disc_real_0: 0.17802560329437256 (0.20005545318126677) | > loss_disc_real_1: 0.1746218353509903 (0.19320892691612243) | > loss_disc_real_2: 0.2631353437900543 (0.21146619319915771) | > loss_disc_real_3: 0.24334220588207245 (0.2805598646402359) | > loss_disc_real_4: 0.23544538021087646 (0.23588011264801026) | > loss_disc_real_5: 0.2944338619709015 (0.254581481218338) | > loss_0: 2.4495506286621094 (2.492079019546509) | > loss_gen: 2.437187671661377 (2.3581165313720702) | > loss_kl: 2.895914316177368 (3.37457537651062) | > loss_feat: 5.3830108642578125 (5.314896869659424) | > loss_mel: 17.48664093017578 (16.900308036804198) | > loss_duration: 2.3217196464538574 (2.4623312950134277) | > loss_1: 30.524473190307617 (30.41022720336914)  --> STEP: 6 | > loss_disc: 2.5819292068481445 (2.5070540507634482) | > loss_disc_real_0: 0.21255958080291748 (0.2021394744515419) | > loss_disc_real_1: 0.1728169322013855 (0.18981026113033295) | > loss_disc_real_2: 0.2531103789806366 (0.2184068908294042) | > loss_disc_real_3: 0.2632664144039154 (0.27767762293418247) | > loss_disc_real_4: 0.2477779984474182 (0.23786309361457825) | > loss_disc_real_5: 0.2040463536977768 (0.24615895996491113) | > loss_0: 2.5819292068481445 (2.5070540507634482) | > loss_gen: 2.1909425258636475 (2.3302541971206665) | > loss_kl: 3.376570701599121 (3.374907930692037) | > loss_feat: 5.982480049133301 (5.42616073290507) | > loss_mel: 17.31610107421875 (16.96960687637329) | > loss_duration: 2.2821881771087646 (2.4323074420293174) | > loss_1: 31.148283004760742 (30.533236503601074)  --> STEP: 7 | > loss_disc: 2.5439839363098145 (2.5123297486986433) | > loss_disc_real_0: 0.2804916799068451 (0.21333264665944235) | > loss_disc_real_1: 0.1733621060848236 (0.18746052469526017) | > loss_disc_real_2: 0.23205719888210297 (0.22035693483693258) | > loss_disc_real_3: 0.27338844537734985 (0.2770648832832064) | > loss_disc_real_4: 0.28656595945358276 (0.24482064587729319) | > loss_disc_real_5: 0.2473166286945343 (0.24632434121200017) | > loss_0: 2.5439839363098145 (2.5123297486986433) | > loss_gen: 2.390547275543213 (2.338867494038173) | > loss_kl: 4.864730358123779 (3.5877397060394287) | > loss_feat: 5.683239459991455 (5.462886265345982) | > loss_mel: 16.19380760192871 (16.858778408595494) | > loss_duration: 2.6510539054870605 (2.463556936808995) | > loss_1: 31.78337860107422 (30.711828231811523)  --> STEP: 8 | > loss_disc: 2.5533440113067627 (2.517456531524658) | > loss_disc_real_0: 0.12206337600946426 (0.2019239878281951) | > loss_disc_real_1: 0.22333157062530518 (0.1919444054365158) | > loss_disc_real_2: 0.2291368991136551 (0.2214544303715229) | > loss_disc_real_3: 0.2396734356880188 (0.27239095233380795) | > loss_disc_real_4: 0.277953177690506 (0.24896221235394478) | > loss_disc_real_5: 0.2833867073059082 (0.25095713697373867) | > loss_0: 2.5533440113067627 (2.517456531524658) | > loss_gen: 2.1723530292510986 (2.318053185939789) | > loss_kl: 3.251882791519165 (3.5457575917243958) | > loss_feat: 6.62291955947876 (5.607890427112579) | > loss_mel: 16.27902603149414 (16.786309361457825) | > loss_duration: 2.3013877868652344 (2.443285793066025) | > loss_1: 30.6275691986084 (30.701295852661133)  --> STEP: 9 | > loss_disc: 2.4873247146606445 (2.5141085518731012) | > loss_disc_real_0: 0.1644929200410843 (0.19776498029629389) | > loss_disc_real_1: 0.13317038118839264 (0.18541395829783547) | > loss_disc_real_2: 0.22273945808410645 (0.22159721122847664) | > loss_disc_real_3: 0.26316145062446594 (0.2713654521438811) | > loss_disc_real_4: 0.29724234342575073 (0.2543266713619232) | > loss_disc_real_5: 0.2963367998600006 (0.2559993217388789) | > loss_0: 2.4873247146606445 (2.5141085518731012) | > loss_gen: 2.4680964946746826 (2.3347246646881104) | > loss_kl: 2.7432754039764404 (3.456592904196845) | > loss_feat: 8.34372615814209 (5.911872175004747) | > loss_mel: 19.536142349243164 (17.09184636010064) | > loss_duration: 2.208615303039551 (2.4172112941741943) | > loss_1: 35.29985427856445 (31.212246788872612)  --> STEP: 10 | > loss_disc: 2.4783148765563965 (2.5105291843414306) | > loss_disc_real_0: 0.15557411313056946 (0.19354589357972146) | > loss_disc_real_1: 0.12384149432182312 (0.17925671190023423) | > loss_disc_real_2: 0.2379922717809677 (0.22323671728372574) | > loss_disc_real_3: 0.234354630112648 (0.26766436994075776) | > loss_disc_real_4: 0.3194258213043213 (0.260836586356163) | > loss_disc_real_5: 0.3145061731338501 (0.261850006878376) | > loss_0: 2.4783148765563965 (2.5105291843414306) | > loss_gen: 2.5885910987854004 (2.3601113080978395) | > loss_kl: 2.7405946254730225 (3.384993076324463) | > loss_feat: 7.627455711364746 (6.083430528640747) | > loss_mel: 17.302961349487305 (17.112957859039305) | > loss_duration: 2.4326653480529785 (2.418756699562073) | > loss_1: 32.69226837158203 (31.360248947143553)  --> STEP: 11 | > loss_disc: 2.255279064178467 (2.4873246279629795) | > loss_disc_real_0: 0.13175027072429657 (0.18792810968377374) | > loss_disc_real_1: 0.14295844733715057 (0.17595686966722662) | > loss_disc_real_2: 0.21073751151561737 (0.22210042585026135) | > loss_disc_real_3: 0.16420114040374756 (0.25825862180102954) | > loss_disc_real_4: 0.2772132158279419 (0.2623253708535975) | > loss_disc_real_5: 0.24282371997833252 (0.2601203444329175) | > loss_0: 2.255279064178467 (2.4873246279629795) | > loss_gen: 2.4064247608184814 (2.364321621981534) | > loss_kl: 3.5669875144958496 (3.4015380252491343) | > loss_feat: 7.639886856079102 (6.22492655840787) | > loss_mel: 17.58967399597168 (17.156295689669523) | > loss_duration: 2.601253032684326 (2.4353472753004595) | > loss_1: 33.80422592163086 (31.582428672096945)  --> STEP: 12 | > loss_disc: 2.4409470558166504 (2.4834598302841187) | > loss_disc_real_0: 0.1305757761001587 (0.18314874855180582) | > loss_disc_real_1: 0.13816675543785095 (0.1728076934814453) | > loss_disc_real_2: 0.2559794485569 (0.22492367774248123) | > loss_disc_real_3: 0.27676570415496826 (0.25980087866385776) | > loss_disc_real_4: 0.2582000195980072 (0.2619815915822983) | > loss_disc_real_5: 0.22232936322689056 (0.2569710959990819) | > loss_0: 2.4409470558166504 (2.4834598302841187) | > loss_gen: 2.2766284942626953 (2.3570138613382974) | > loss_kl: 2.4665515422821045 (3.323622485001882) | > loss_feat: 7.028252124786377 (6.291870355606079) | > loss_mel: 18.631771087646484 (17.27925197283427) | > loss_duration: 2.3156042098999023 (2.42536868651708) | > loss_1: 32.718807220458984 (31.67712688446045)  --> STEP: 13 | > loss_disc: 2.5544495582580566 (2.488920578589806) | > loss_disc_real_0: 0.16570371389389038 (0.18180682280888924) | > loss_disc_real_1: 0.2028522789478302 (0.175118815440398) | > loss_disc_real_2: 0.25468143820762634 (0.2272127362398001) | > loss_disc_real_3: 0.26458221673965454 (0.2601686739004575) | > loss_disc_real_4: 0.26301681995391846 (0.26206122453396136) | > loss_disc_real_5: 0.27724403142929077 (0.25853055257063645) | > loss_0: 2.5544495582580566 (2.488920578589806) | > loss_gen: 2.273564100265503 (2.3505946489480825) | > loss_kl: 3.737790822982788 (3.35548158792349) | > loss_feat: 4.46834135055542 (6.151598893679106) | > loss_mel: 14.09433364868164 (17.03425825559176) | > loss_duration: 2.3461616039276123 (2.4192758340101976) | > loss_1: 26.920188903808594 (31.311208578256462)  --> STEP: 14 | > loss_disc: 2.3965935707092285 (2.482325792312622) | > loss_disc_real_0: 0.23569267988204956 (0.18565581259982927) | > loss_disc_real_1: 0.14650249481201172 (0.1730747925383704) | > loss_disc_real_2: 0.2646247148513794 (0.22988502042634146) | > loss_disc_real_3: 0.18875138461589813 (0.2550674389515604) | > loss_disc_real_4: 0.24845995008945465 (0.2610897049307823) | > loss_disc_real_5: 0.20147326588630676 (0.2544550320931843) | > loss_0: 2.3965935707092285 (2.482325792312622) | > loss_gen: 2.5322022438049316 (2.363566620009286) | > loss_kl: 3.8224008083343506 (3.3888329608099803) | > loss_feat: 7.849142551422119 (6.272852012089321) | > loss_mel: 17.58268165588379 (17.07343135561262) | > loss_duration: 2.375929832458496 (2.416179691042219) | > loss_1: 34.162357330322266 (31.514862060546875)  --> STEP: 15 | > loss_disc: 2.3506240844726562 (2.4735456784566243) | > loss_disc_real_0: 0.15917429327964783 (0.18389037797848384) | > loss_disc_real_1: 0.15332633256912231 (0.17175822854042053) | > loss_disc_real_2: 0.16685353219509125 (0.2256829212109248) | > loss_disc_real_3: 0.19947709143161774 (0.25136141578356425) | > loss_disc_real_4: 0.19697099924087524 (0.25681512455145517) | > loss_disc_real_5: 0.19597725570201874 (0.25055651366710663) | > loss_0: 2.3506240844726562 (2.4735456784566243) | > loss_gen: 2.2302467823028564 (2.3546786308288574) | > loss_kl: 3.8442189693450928 (3.4191920280456545) | > loss_feat: 6.682104110717773 (6.300135485331217) | > loss_mel: 17.37282943725586 (17.09339122772217) | > loss_duration: 2.410299777984619 (2.415787696838379) | > loss_1: 32.53969955444336 (31.583184560139973)  --> STEP: 16 | > loss_disc: 2.585193395614624 (2.4805236607789993) | > loss_disc_real_0: 0.26403218507766724 (0.1888992409221828) | > loss_disc_real_1: 0.24020977318286896 (0.17603645008057356) | > loss_disc_real_2: 0.15609362721443176 (0.22133359033614397) | > loss_disc_real_3: 0.2571408748626709 (0.2517226319760084) | > loss_disc_real_4: 0.2578570544719696 (0.25688024517148733) | > loss_disc_real_5: 0.26750239729881287 (0.25161563139408827) | > loss_0: 2.585193395614624 (2.4805236607789993) | > loss_gen: 2.565062999725342 (2.3678276538848877) | > loss_kl: 2.910048007965088 (3.387370526790619) | > loss_feat: 6.693295001983643 (6.324707955121994) | > loss_mel: 18.843233108520508 (17.202756345272064) | > loss_duration: 2.417628765106201 (2.415902763605118) | > loss_1: 33.42926788330078 (31.698564767837524)  --> STEP: 17 | > loss_disc: 2.643214702606201 (2.4900937220629524) | > loss_disc_real_0: 0.1403575837612152 (0.18604384932447882) | > loss_disc_real_1: 0.24731087684631348 (0.18022906341973474) | > loss_disc_real_2: 0.25635936856269836 (0.22339393023182363) | > loss_disc_real_3: 0.2918086051940918 (0.2540806304006016) | > loss_disc_real_4: 0.34654682874679565 (0.26215475008768196) | > loss_disc_real_5: 0.36594998836517334 (0.2583411818041521) | > loss_0: 2.643214702606201 (2.4900937220629524) | > loss_gen: 2.6315765380859375 (2.3833422941320084) | > loss_kl: 3.365924596786499 (3.386109001496259) | > loss_feat: 5.687589645385742 (6.2872304074904495) | > loss_mel: 16.095972061157227 (17.137651387382956) | > loss_duration: 2.479170322418213 (2.4196243847117707) | > loss_1: 30.26023292541504 (31.613957012400906)  --> STEP: 18 | > loss_disc: 2.5566835403442383 (2.493793156411913) | > loss_disc_real_0: 0.11280275881290436 (0.18197489985161358) | > loss_disc_real_1: 0.14987105131149292 (0.17854250719149908) | > loss_disc_real_2: 0.16547557711601257 (0.22017624394761193) | > loss_disc_real_3: 0.23856738209724426 (0.25321878327263725) | > loss_disc_real_4: 0.23854103684425354 (0.2608428771297137) | > loss_disc_real_5: 0.25726401805877686 (0.25828133937385345) | > loss_0: 2.5566835403442383 (2.493793156411913) | > loss_gen: 1.9394456148147583 (2.358681367503272) | > loss_kl: 3.8182287216186523 (3.4101156526141696) | > loss_feat: 5.521106243133545 (6.244667953915066) | > loss_mel: 17.48500633239746 (17.156948884328205) | > loss_duration: 2.2919676303863525 (2.412532342804803) | > loss_1: 31.055753707885742 (31.58294571770562)  --> STEP: 19 | > loss_disc: 2.529892921447754 (2.495693144045378) | > loss_disc_real_0: 0.25101011991500854 (0.1856083324865291) | > loss_disc_real_1: 0.15696997940540314 (0.17740711099223086) | > loss_disc_real_2: 0.2820076644420624 (0.22343052923679352) | > loss_disc_real_3: 0.27389782667160034 (0.25430715397784587) | > loss_disc_real_4: 0.2976851165294647 (0.26278194236127955) | > loss_disc_real_5: 0.24804048240184784 (0.25774234690164266) | > loss_0: 2.529892921447754 (2.495693144045378) | > loss_gen: 2.4893579483032227 (2.365559082282217) | > loss_kl: 2.0383377075195312 (3.3379168133986625) | > loss_feat: 6.347559452056885 (6.25008329592253) | > loss_mel: 16.255985260009766 (17.10952974620618) | > loss_duration: 2.398728370666504 (2.4118058179554187) | > loss_1: 29.52996826171875 (31.474894272653682)  --> STEP: 20 | > loss_disc: 2.2858176231384277 (2.4851993680000306) | > loss_disc_real_0: 0.09210814535617828 (0.18093332313001156) | > loss_disc_real_1: 0.13096556067466736 (0.17508503347635268) | > loss_disc_real_2: 0.18282198905944824 (0.22140010222792625) | > loss_disc_real_3: 0.19322797656059265 (0.2512531951069832) | > loss_disc_real_4: 0.2736999988555908 (0.2633278451859951) | > loss_disc_real_5: 0.2615312933921814 (0.2579317942261696) | > loss_0: 2.2858176231384277 (2.4851993680000306) | > loss_gen: 2.201992988586426 (2.3573807775974274) | > loss_kl: 2.233588933944702 (3.2827004194259644) | > loss_feat: 9.017155647277832 (6.388436913490295) | > loss_mel: 18.981292724609375 (17.20311789512634) | > loss_duration: 2.366598129272461 (2.409545433521271) | > loss_1: 34.800628662109375 (31.641180992126465)  --> STEP: 21 | > loss_disc: 2.716890573501587 (2.496232282547724) | > loss_disc_real_0: 0.19642479717731476 (0.18167101237035932) | > loss_disc_real_1: 0.18735271692276 (0.17566920887856258) | > loss_disc_real_2: 0.2404952049255371 (0.2223093928325744) | > loss_disc_real_3: 0.23882469534873962 (0.2506613617851621) | > loss_disc_real_4: 0.20804545283317566 (0.2606953503120513) | > loss_disc_real_5: 0.23312115669250488 (0.25675033529599506) | > loss_0: 2.716890573501587 (2.496232282547724) | > loss_gen: 2.0080223083496094 (2.340744660014198) | > loss_kl: 2.246654748916626 (3.233364911306472) | > loss_feat: 4.902037620544434 (6.317655994778588) | > loss_mel: 14.86003589630127 (17.091542561848957) | > loss_duration: 2.1976003646850586 (2.399452811195737) | > loss_1: 26.214351654052734 (31.382760547456286)  --> STEP: 22 | > loss_disc: 2.5236401557922363 (2.497478094967929) | > loss_disc_real_0: 0.19175216555595398 (0.1821292466060682) | > loss_disc_real_1: 0.16300368309020996 (0.17509350316091019) | > loss_disc_real_2: 0.27317488193511963 (0.2246214605190537) | > loss_disc_real_3: 0.22834345698356628 (0.24964691156690771) | > loss_disc_real_4: 0.23699143528938293 (0.25961789962920273) | > loss_disc_real_5: 0.2426183670759201 (0.2561079731041735) | > loss_0: 2.5236401557922363 (2.497478094967929) | > loss_gen: 2.3060531616210938 (2.3391677737236023) | > loss_kl: 2.5870187282562256 (3.2039855393496426) | > loss_feat: 6.283254623413086 (6.316092296080156) | > loss_mel: 17.205461502075195 (17.096720695495605) | > loss_duration: 2.2330737113952637 (2.39189012484117) | > loss_1: 30.6148624420166 (31.34785608811812)  --> STEP: 23 | > loss_disc: 2.517143964767456 (2.4983331327853) | > loss_disc_real_0: 0.20713073015213013 (0.18321626762981) | > loss_disc_real_1: 0.18203723430633545 (0.1753954045150591) | > loss_disc_real_2: 0.18996942043304443 (0.22311485008053158) | > loss_disc_real_3: 0.24214063584804535 (0.24932055175304413) | > loss_disc_real_4: 0.26327717304229736 (0.2597769984732503) | > loss_disc_real_5: 0.2984583079814911 (0.25794929201188294) | > loss_0: 2.517143964767456 (2.4983331327853) | > loss_gen: 2.1977460384368896 (2.33301900262418) | > loss_kl: 2.850044012069702 (3.188596777293993) | > loss_feat: 4.525923728942871 (6.238258880117665) | > loss_mel: 16.943309783935547 (17.09005065586256) | > loss_duration: 2.292379856109619 (2.387563591418059) | > loss_1: 28.809404373168945 (31.237488622250766)  --> STEP: 24 | > loss_disc: 2.511531352996826 (2.4988830586274466) | > loss_disc_real_0: 0.17321571707725525 (0.18279957802345356) | > loss_disc_real_1: 0.15288729965686798 (0.17445756681263447) | > loss_disc_real_2: 0.17681914567947388 (0.22118586239715418) | > loss_disc_real_3: 0.2059217244386673 (0.24751226728161177) | > loss_disc_real_4: 0.21899163722991943 (0.25807760842144484) | > loss_disc_real_5: 0.19872154295444489 (0.2554814691344897) | > loss_0: 2.511531352996826 (2.4988830586274466) | > loss_gen: 1.9920002222061157 (2.3188098867734275) | > loss_kl: 2.786564350128174 (3.171845426162084) | > loss_feat: 5.539953708648682 (6.2091628313064575) | > loss_mel: 16.415420532226562 (17.061941067377727) | > loss_duration: 2.4243993759155273 (2.38909841577212) | > loss_1: 29.158340454101562 (31.15085744857788)  --> STEP: 25 | > loss_disc: 2.5492660999298096 (2.500898380279541) | > loss_disc_real_0: 0.3368639349937439 (0.18896215230226518) | > loss_disc_real_1: 0.13325297832489014 (0.1728093832731247) | > loss_disc_real_2: 0.19390881061553955 (0.22009478032588958) | > loss_disc_real_3: 0.26121413707733154 (0.24806034207344055) | > loss_disc_real_4: 0.25011369585990906 (0.2577590519189834) | > loss_disc_real_5: 0.24605882167816162 (0.2551045632362366) | > loss_0: 2.5492660999298096 (2.500898380279541) | > loss_gen: 2.4471752643585205 (2.323944501876831) | > loss_kl: 3.062290668487549 (3.1674632358551027) | > loss_feat: 8.609238624572754 (6.305165863037109) | > loss_mel: 17.11115074157715 (17.063909454345705) | > loss_duration: 2.4239046573638916 (2.390490665435791) | > loss_1: 33.65376281738281 (31.25097366333008)  --> STEP: 26 | > loss_disc: 2.6360995769500732 (2.5060984263053308) | > loss_disc_real_0: 0.1713373363018036 (0.18828427476378587) | > loss_disc_real_1: 0.1461353451013565 (0.1717834587280567) | > loss_disc_real_2: 0.18087010085582733 (0.21858613880781028) | > loss_disc_real_3: 0.2282843291759491 (0.2472997261927678) | > loss_disc_real_4: 0.310793936252594 (0.2597988551625838) | > loss_disc_real_5: 0.3131459355354309 (0.2573369237092825) | > loss_0: 2.6360995769500732 (2.5060984263053308) | > loss_gen: 2.020388603210449 (2.3122692750050473) | > loss_kl: 2.530611515045166 (3.142968938900874) | > loss_feat: 4.325671195983887 (6.229031452765832) | > loss_mel: 14.285874366760254 (16.957061950977035) | > loss_duration: 2.308443069458008 (2.3873349886674147) | > loss_1: 25.47098731994629 (31.028666496276855) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023968953352708077 (-5.151675297663822e-05) | > avg_loss_disc: 2.5060984263053308 (+0.1100054704225979) | > avg_loss_disc_real_0: 0.18828427476378587 (+0.06165308104111597) | > avg_loss_disc_real_1: 0.1717834587280567 (-0.09495403617620454) | > avg_loss_disc_real_2: 0.21858613880781028 (-0.0633942868847113) | > avg_loss_disc_real_3: 0.2472997261927678 (-0.011780746281147114) | > avg_loss_disc_real_4: 0.2597988551625838 (+0.030758743102733827) | > avg_loss_disc_real_5: 0.2573369237092825 (+0.04036519017357093) | > avg_loss_0: 2.5060984263053308 (+0.1100054704225979) | > avg_loss_gen: 2.3122692750050473 (-0.2451458940139184) | > avg_loss_kl: 3.142968938900874 (+0.09731987806466913) | > avg_loss_feat: 6.229031452765832 (-0.16223961573380663) | > avg_loss_mel: 16.957061950977035 (+0.48442565477811783) | > avg_loss_duration: 2.3873349886674147 (+0.011412088687603017) | > avg_loss_1: 31.028666496276855 (+0.1857716487004204)  > EPOCH: 960/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:51:13)   --> TIME: 2024-06-12 09:51:24 -- STEP: 24/330 -- GLOBAL_STEP: 404825 | > loss_disc: 2.3282470703125 (2.3059440453847246) | > loss_disc_real_0: 0.0738007128238678 (0.09814143305023511) | > loss_disc_real_1: 0.20568189024925232 (0.1943882331252098) | > loss_disc_real_2: 0.18019789457321167 (0.20183896211286387) | > loss_disc_real_3: 0.2417137175798416 (0.22511699671546617) | > loss_disc_real_4: 0.22272290289402008 (0.2315301721294721) | > loss_disc_real_5: 0.20759664475917816 (0.22271742423375449) | > loss_0: 2.3282470703125 (2.3059440453847246) | > grad_norm_0: tensor(7.5164, device='cuda:0') (tensor(8.4131, device='cuda:0')) | > loss_gen: 2.4760468006134033 (2.523302376270294) | > loss_kl: 1.9659799337387085 (1.9360582580169041) | > loss_feat: 7.776309013366699 (7.033689121405284) | > loss_mel: 16.795734405517578 (17.213585654894512) | > loss_duration: 1.9072191715240479 (2.0165150562922163) | > loss_1: 30.921289443969727 (30.723150650660198) | > grad_norm_1: tensor(72.1341, device='cuda:0') (tensor(92.0430, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.3857 (0.381715585788091) | > loader_time: 0.0032 (0.0032361348470052085)  --> TIME: 2024-06-12 09:51:34 -- STEP: 49/330 -- GLOBAL_STEP: 404850 | > loss_disc: 2.2942895889282227 (2.327327032478487) | > loss_disc_real_0: 0.12487998604774475 (0.10227808128206099) | > loss_disc_real_1: 0.19865377247333527 (0.19457179855327217) | > loss_disc_real_2: 0.2093670815229416 (0.20725431673380793) | > loss_disc_real_3: 0.22642041742801666 (0.22738358986621) | > loss_disc_real_4: 0.2303459197282791 (0.23320555686950684) | > loss_disc_real_5: 0.20684891939163208 (0.22244896268358036) | > loss_0: 2.2942895889282227 (2.327327032478487) | > grad_norm_0: tensor(17.5259, device='cuda:0') (tensor(8.4235, device='cuda:0')) | > loss_gen: 2.4763333797454834 (2.5201581692209047) | > loss_kl: 1.847497820854187 (1.9744275200123689) | > loss_feat: 6.692905426025391 (7.051253961057079) | > loss_mel: 17.229501724243164 (17.192105332199407) | > loss_duration: 1.9061731100082397 (1.9833644798823766) | > loss_1: 30.15241241455078 (30.721309622939753) | > grad_norm_1: tensor(255.4821, device='cuda:0') (tensor(94.2386, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.3749 (0.3807531862842793) | > loader_time: 0.004 (0.003580837833638094)  --> TIME: 2024-06-12 09:51:43 -- STEP: 74/330 -- GLOBAL_STEP: 404875 | > loss_disc: 2.283355236053467 (2.3348120708723314) | > loss_disc_real_0: 0.09375022351741791 (0.10369523373004555) | > loss_disc_real_1: 0.17745132744312286 (0.19345406966434942) | > loss_disc_real_2: 0.2060358077287674 (0.20803298338039503) | > loss_disc_real_3: 0.22202745079994202 (0.2277085603894414) | > loss_disc_real_4: 0.23543985188007355 (0.23340578759844238) | > loss_disc_real_5: 0.2553369998931885 (0.22230889386421926) | > loss_0: 2.283355236053467 (2.3348120708723314) | > grad_norm_0: tensor(6.0249, device='cuda:0') (tensor(8.5171, device='cuda:0')) | > loss_gen: 2.5846235752105713 (2.5096225126369576) | > loss_kl: 2.0058789253234863 (1.9748574914159) | > loss_feat: 7.1533308029174805 (7.050705877510277) | > loss_mel: 17.31534194946289 (17.187091582530254) | > loss_duration: 1.897250771522522 (1.973635551091787) | > loss_1: 30.9564266204834 (30.695913134394466) | > grad_norm_1: tensor(57.2325, device='cuda:0') (tensor(95.2429, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.3772 (0.3823406180819949) | > loader_time: 0.0035 (0.0037333192052067935)  --> TIME: 2024-06-12 09:51:53 -- STEP: 99/330 -- GLOBAL_STEP: 404900 | > loss_disc: 2.314480781555176 (2.340723259280426) | > loss_disc_real_0: 0.12316274642944336 (0.10545964365956761) | > loss_disc_real_1: 0.20623929798603058 (0.19449731000144072) | > loss_disc_real_2: 0.20590759813785553 (0.20936403250453448) | > loss_disc_real_3: 0.2523442506790161 (0.22883108363609123) | > loss_disc_real_4: 0.24209502339363098 (0.23335953779292828) | > loss_disc_real_5: 0.20996138453483582 (0.22207742929458618) | > loss_0: 2.314480781555176 (2.340723259280426) | > grad_norm_0: tensor(5.5680, device='cuda:0') (tensor(8.2839, device='cuda:0')) | > loss_gen: 2.5516932010650635 (2.503580307719682) | > loss_kl: 2.092938184738159 (1.9885316677767821) | > loss_feat: 6.810502529144287 (7.049478193726203) | > loss_mel: 16.571857452392578 (17.09404823996804) | > loss_duration: 2.0219035148620605 (1.9751636440103704) | > loss_1: 30.04889488220215 (30.61080215916489) | > grad_norm_1: tensor(52.2635, device='cuda:0') (tensor(89.0311, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.3779 (0.37921407006003627) | > loader_time: 0.0036 (0.0037270844584763652)  --> TIME: 2024-06-12 09:52:02 -- STEP: 124/330 -- GLOBAL_STEP: 404925 | > loss_disc: 2.362034559249878 (2.346393927451103) | > loss_disc_real_0: 0.08318284153938293 (0.10768120627730125) | > loss_disc_real_1: 0.1612042635679245 (0.19422249411863665) | > loss_disc_real_2: 0.22656464576721191 (0.21020611327502034) | > loss_disc_real_3: 0.24253308773040771 (0.2289675807039584) | > loss_disc_real_4: 0.2428606003522873 (0.2319492977713385) | > loss_disc_real_5: 0.22818022966384888 (0.22153670785407867) | > loss_0: 2.362034559249878 (2.346393927451103) | > grad_norm_0: tensor(8.1351, device='cuda:0') (tensor(8.2794, device='cuda:0')) | > loss_gen: 2.5453505516052246 (2.495651268189952) | > loss_kl: 1.8937164545059204 (1.9920778774446057) | > loss_feat: 6.991802215576172 (7.037789844697522) | > loss_mel: 17.840017318725586 (17.10347880086591) | > loss_duration: 1.992025375366211 (1.980124311101052) | > loss_1: 31.26291275024414 (30.609122230160622) | > grad_norm_1: tensor(56.1437, device='cuda:0') (tensor(84.0866, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.3737 (0.3787966562855627) | > loader_time: 0.0039 (0.003782074297628095)  --> TIME: 2024-06-12 09:52:12 -- STEP: 149/330 -- GLOBAL_STEP: 404950 | > loss_disc: 2.3962349891662598 (2.352188644793209) | > loss_disc_real_0: 0.11740104109048843 (0.10916045093096348) | > loss_disc_real_1: 0.18084853887557983 (0.19407877476023344) | > loss_disc_real_2: 0.1849624067544937 (0.21097727769973293) | > loss_disc_real_3: 0.24660150706768036 (0.22971773227589243) | > loss_disc_real_4: 0.2252539098262787 (0.2323852155432605) | > loss_disc_real_5: 0.2063063234090805 (0.22143334940375897) | > loss_0: 2.3962349891662598 (2.352188644793209) | > grad_norm_0: tensor(7.9656, device='cuda:0') (tensor(8.7789, device='cuda:0')) | > loss_gen: 2.45883846282959 (2.4935297181942313) | > loss_kl: 2.145488739013672 (1.996652984779153) | > loss_feat: 6.437427043914795 (7.027832760906859) | > loss_mel: 17.35027313232422 (17.08714698305066) | > loss_duration: 2.022048234939575 (1.9850209695380807) | > loss_1: 30.414077758789062 (30.590183501275593) | > grad_norm_1: tensor(54.3274, device='cuda:0') (tensor(99.6800, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.3651 (0.3784219418596101) | > loader_time: 0.0048 (0.0038607168517656772)  --> TIME: 2024-06-12 09:52:22 -- STEP: 174/330 -- GLOBAL_STEP: 404975 | > loss_disc: 2.4385080337524414 (2.3589606394712948) | > loss_disc_real_0: 0.15117749571800232 (0.11106947638180067) | > loss_disc_real_1: 0.21579018235206604 (0.19452977445961397) | > loss_disc_real_2: 0.2128516286611557 (0.21161827864660615) | > loss_disc_real_3: 0.24444249272346497 (0.23007409531494666) | > loss_disc_real_4: 0.2546055018901825 (0.23301877972038312) | > loss_disc_real_5: 0.2632932960987091 (0.22219595193177805) | > loss_0: 2.4385080337524414 (2.3589606394712948) | > grad_norm_0: tensor(14.4059, device='cuda:0') (tensor(9.0284, device='cuda:0')) | > loss_gen: 2.585319757461548 (2.4845276111843937) | > loss_kl: 2.021817922592163 (2.00052232577883) | > loss_feat: 6.557084560394287 (6.993682017271546) | > loss_mel: 17.039289474487305 (17.087883625907455) | > loss_duration: 2.0839874744415283 (1.991456033854649) | > loss_1: 30.287498474121094 (30.558071651677977) | > grad_norm_1: tensor(170.6447, device='cuda:0') (tensor(103.5423, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.4059 (0.380148782127205) | > loader_time: 0.0054 (0.003981658782082043)  --> TIME: 2024-06-12 09:52:32 -- STEP: 199/330 -- GLOBAL_STEP: 405000 | > loss_disc: 2.4567346572875977 (2.3608285566071157) | > loss_disc_real_0: 0.12037961184978485 (0.11275633971146007) | > loss_disc_real_1: 0.2636241316795349 (0.19425290725638505) | > loss_disc_real_2: 0.2397417277097702 (0.21143501510272672) | > loss_disc_real_3: 0.21533505618572235 (0.22986578649312409) | > loss_disc_real_4: 0.2537693977355957 (0.23380801463546466) | > loss_disc_real_5: 0.2592153251171112 (0.223106536658565) | > loss_0: 2.4567346572875977 (2.3608285566071157) | > grad_norm_0: tensor(18.8654, device='cuda:0') (tensor(9.6086, device='cuda:0')) | > loss_gen: 2.302299976348877 (2.480185202018698) | > loss_kl: 1.8546133041381836 (2.005565840395252) | > loss_feat: 5.640633583068848 (6.971797332092745) | > loss_mel: 15.804197311401367 (17.041594294447393) | > loss_duration: 2.116342544555664 (2.0001977023167825) | > loss_1: 27.71808624267578 (30.499340373667042) | > grad_norm_1: tensor(156.6417, device='cuda:0') (tensor(107.3892, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.4002 (0.3826031361392994) | > loader_time: 0.0054 (0.004118546768648541) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_405000.pth  --> TIME: 2024-06-12 09:52:47 -- STEP: 224/330 -- GLOBAL_STEP: 405025 | > loss_disc: 2.390029191970825 (2.364510230720042) | > loss_disc_real_0: 0.10524803400039673 (0.1136428123406534) | > loss_disc_real_1: 0.18524585664272308 (0.1945010999084582) | > loss_disc_real_2: 0.22874492406845093 (0.21140220082764113) | > loss_disc_real_3: 0.22107842564582825 (0.2299737622961402) | > loss_disc_real_4: 0.20502683520317078 (0.23367635486647487) | > loss_disc_real_5: 0.22167140245437622 (0.22332866503191845) | > loss_0: 2.390029191970825 (2.364510230720042) | > grad_norm_0: tensor(7.6134, device='cuda:0') (tensor(10.1455, device='cuda:0')) | > loss_gen: 2.449718475341797 (2.4721259336386394) | > loss_kl: 2.0625486373901367 (2.010515699429173) | > loss_feat: 7.708728790283203 (6.962354581270899) | > loss_mel: 16.956783294677734 (17.001977605479105) | > loss_duration: 2.1205573081970215 (2.008312096021005) | > loss_1: 31.298337936401367 (30.455285915306636) | > grad_norm_1: tensor(208.1167, device='cuda:0') (tensor(116.2433, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.4037 (0.3858815176146371) | > loader_time: 0.0055 (0.004270221505846296)  --> TIME: 2024-06-12 09:52:58 -- STEP: 249/330 -- GLOBAL_STEP: 405050 | > loss_disc: 2.3799548149108887 (2.3689934355188074) | > loss_disc_real_0: 0.08099837601184845 (0.11480990614757004) | > loss_disc_real_1: 0.19565893709659576 (0.19451969664498972) | > loss_disc_real_2: 0.19218125939369202 (0.21173657578636843) | > loss_disc_real_3: 0.21471743285655975 (0.23033374733474837) | > loss_disc_real_4: 0.2323460876941681 (0.23409029745672602) | > loss_disc_real_5: 0.19027011096477509 (0.22286551831716514) | > loss_0: 2.3799548149108887 (2.3689934355188074) | > grad_norm_0: tensor(40.7369, device='cuda:0') (tensor(11.7008, device='cuda:0')) | > loss_gen: 2.530606269836426 (2.4700109757572757) | > loss_kl: 1.9127516746520996 (2.0098823505233088) | > loss_feat: 7.036360263824463 (6.962531038077481) | > loss_mel: 16.30811882019043 (16.959879599421868) | > loss_duration: 2.090601682662964 (2.0171058498711956) | > loss_1: 29.87843894958496 (30.41940980934235) | > grad_norm_1: tensor(378.3721, device='cuda:0') (tensor(138.3880, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.4083 (0.3887257566413726) | > loader_time: 0.0056 (0.004399328346712044)  --> TIME: 2024-06-12 09:53:09 -- STEP: 274/330 -- GLOBAL_STEP: 405075 | > loss_disc: 2.4055404663085938 (2.3692557333159607) | > loss_disc_real_0: 0.15936267375946045 (0.11577090808618681) | > loss_disc_real_1: 0.1770201474428177 (0.19488779776287765) | > loss_disc_real_2: 0.23426438868045807 (0.21189283720985816) | > loss_disc_real_3: 0.22949917614459991 (0.23037938985728873) | > loss_disc_real_4: 0.2306235134601593 (0.23356350669025502) | > loss_disc_real_5: 0.27446600794792175 (0.22229887691945055) | > loss_0: 2.4055404663085938 (2.3692557333159607) | > grad_norm_0: tensor(63.6222, device='cuda:0') (tensor(13.7319, device='cuda:0')) | > loss_gen: 2.3763625621795654 (2.480126049396764) | > loss_kl: 2.1686646938323975 (2.017097728530855) | > loss_feat: 6.602285861968994 (6.980564009534182) | > loss_mel: 15.491934776306152 (16.912120230876628) | > loss_duration: 2.1318297386169434 (2.0259300178855013) | > loss_1: 28.77107810974121 (30.41583802578223) | > grad_norm_1: tensor(551.5921, device='cuda:0') (tensor(166.2517, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.4311 (0.393339184078857) | > loader_time: 0.0059 (0.004524706924048653)  --> TIME: 2024-06-12 09:53:21 -- STEP: 299/330 -- GLOBAL_STEP: 405100 | > loss_disc: 2.3590855598449707 (2.3710556708051995) | > loss_disc_real_0: 0.09354297816753387 (0.11688222602807165) | > loss_disc_real_1: 0.21275892853736877 (0.19524001816044675) | > loss_disc_real_2: 0.17638225853443146 (0.21175051488007193) | > loss_disc_real_3: 0.22023780643939972 (0.2305333809210704) | > loss_disc_real_4: 0.21323323249816895 (0.23359470652497333) | > loss_disc_real_5: 0.19500470161437988 (0.2219724654154634) | > loss_0: 2.3590855598449707 (2.3710556708051995) | > grad_norm_0: tensor(18.6331, device='cuda:0') (tensor(15.8420, device='cuda:0')) | > loss_gen: 2.5533907413482666 (2.485938852048636) | > loss_kl: 1.9729984998703003 (2.0226889374264108) | > loss_feat: 7.322643280029297 (7.004016644978603) | > loss_mel: 17.020530700683594 (16.87545850045706) | > loss_duration: 2.1971921920776367 (2.0369075752022283) | > loss_1: 31.066757202148438 (30.42501050891685) | > grad_norm_1: tensor(424.2135, device='cuda:0') (tensor(192.6652, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.4676 (0.39874566279127444) | > loader_time: 0.008 (0.004696499942537136)  --> TIME: 2024-06-12 09:53:35 -- STEP: 324/330 -- GLOBAL_STEP: 405125 | > loss_disc: 2.5319666862487793 (2.37677502779313) | > loss_disc_real_0: 0.12418849021196365 (0.11879419175517049) | > loss_disc_real_1: 0.19078397750854492 (0.1963353065520893) | > loss_disc_real_2: 0.18522445857524872 (0.21174975742160537) | > loss_disc_real_3: 0.2640833556652069 (0.23082272883182692) | > loss_disc_real_4: 0.26184406876564026 (0.23408462006000824) | > loss_disc_real_5: 0.2213248461484909 (0.22230620870803608) | > loss_0: 2.5319666862487793 (2.37677502779313) | > grad_norm_0: tensor(9.4182, device='cuda:0') (tensor(16.3530, device='cuda:0')) | > loss_gen: 2.3007655143737793 (2.479819032145133) | > loss_kl: 2.2125730514526367 (2.027921418348948) | > loss_feat: 8.647640228271484 (7.0428854006308095) | > loss_mel: 15.403075218200684 (16.84113079235878) | > loss_duration: 2.2569055557250977 (2.051893760760626) | > loss_1: 30.820960998535156 (30.443650392838467) | > grad_norm_1: tensor(165.1680, device='cuda:0') (tensor(201.0174, device='cuda:0')) | > current_lr_0: 0.00017738275685688374 | > current_lr_1: 0.00017738275685688374 | > step_time: 0.6229 (0.40978373642321) | > loader_time: 0.0096 (0.004947125175852835)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4139177799224854 (2.4139177799224854) | > loss_disc_real_0: 0.07301892340183258 (0.07301892340183258) | > loss_disc_real_1: 0.16085651516914368 (0.16085651516914368) | > loss_disc_real_2: 0.2074487805366516 (0.2074487805366516) | > loss_disc_real_3: 0.22480028867721558 (0.22480028867721558) | > loss_disc_real_4: 0.247529998421669 (0.247529998421669) | > loss_disc_real_5: 0.22317491471767426 (0.22317491471767426) | > loss_0: 2.4139177799224854 (2.4139177799224854) | > loss_gen: 2.174816370010376 (2.174816370010376) | > loss_kl: 2.3187594413757324 (2.3187594413757324) | > loss_feat: 5.849460124969482 (5.849460124969482) | > loss_mel: 14.674403190612793 (14.674403190612793) | > loss_duration: 3.1163079738616943 (3.1163079738616943) | > loss_1: 28.133747100830078 (28.133747100830078)  --> STEP: 1 | > loss_disc: 2.480898380279541 (2.480898380279541) | > loss_disc_real_0: 0.06811505556106567 (0.06811505556106567) | > loss_disc_real_1: 0.20140959322452545 (0.20140959322452545) | > loss_disc_real_2: 0.17098981142044067 (0.17098981142044067) | > loss_disc_real_3: 0.23769310116767883 (0.23769310116767883) | > loss_disc_real_4: 0.2468472123146057 (0.2468472123146057) | > loss_disc_real_5: 0.3432052731513977 (0.3432052731513977) | > loss_0: 2.480898380279541 (2.480898380279541) | > loss_gen: 2.323390483856201 (2.323390483856201) | > loss_kl: 3.1608283519744873 (3.1608283519744873) | > loss_feat: 5.918540954589844 (5.918540954589844) | > loss_mel: 18.435565948486328 (18.435565948486328) | > loss_duration: 2.518110752105713 (2.518110752105713) | > loss_1: 32.35643768310547 (32.35643768310547)  --> STEP: 2 | > loss_disc: 2.660250663757324 (2.5705745220184326) | > loss_disc_real_0: 0.10167720913887024 (0.08489613234996796) | > loss_disc_real_1: 0.21690650284290314 (0.2091580480337143) | > loss_disc_real_2: 0.23362185060977936 (0.20230583101511002) | > loss_disc_real_3: 0.2629339396953583 (0.25031352043151855) | > loss_disc_real_4: 0.247396320104599 (0.24712176620960236) | > loss_disc_real_5: 0.32524946331977844 (0.3342273682355881) | > loss_0: 2.660250663757324 (2.5705745220184326) | > loss_gen: 2.2335476875305176 (2.2784690856933594) | > loss_kl: 3.041417360305786 (3.1011228561401367) | > loss_feat: 6.551612854003906 (6.235076904296875) | > loss_mel: 18.283754348754883 (18.359660148620605) | > loss_duration: 2.4702601432800293 (2.494185447692871) | > loss_1: 32.58059310913086 (32.468515396118164)  --> STEP: 3 | > loss_disc: 2.2492363452911377 (2.4634617964426675) | > loss_disc_real_0: 0.12218077480792999 (0.09732434650262196) | > loss_disc_real_1: 0.19443991780281067 (0.20425200462341309) | > loss_disc_real_2: 0.1700187474489212 (0.1915434698263804) | > loss_disc_real_3: 0.2379697561264038 (0.24619893232981363) | > loss_disc_real_4: 0.23088353872299194 (0.24170902371406555) | > loss_disc_real_5: 0.21209467947483063 (0.29351647198200226) | > loss_0: 2.2492363452911377 (2.4634617964426675) | > loss_gen: 2.383620023727417 (2.3135193983713784) | > loss_kl: 3.4771366119384766 (3.2264607747395835) | > loss_feat: 6.669223785400391 (6.37979253133138) | > loss_mel: 19.074356079101562 (18.59789212544759) | > loss_duration: 2.4447672367095947 (2.477712710698446) | > loss_1: 34.049102783203125 (32.99537785847982)  --> STEP: 4 | > loss_disc: 2.5512497425079346 (2.4854087829589844) | > loss_disc_real_0: 0.11591051518917084 (0.10197088867425919) | > loss_disc_real_1: 0.18904747068881989 (0.20045087113976479) | > loss_disc_real_2: 0.2144356220960617 (0.19726650789380074) | > loss_disc_real_3: 0.2803288996219635 (0.2547314241528511) | > loss_disc_real_4: 0.23140205442905426 (0.23913228139281273) | > loss_disc_real_5: 0.23094578087329865 (0.27787379920482635) | > loss_0: 2.5512497425079346 (2.4854087829589844) | > loss_gen: 2.171600580215454 (2.2780396938323975) | > loss_kl: 3.3959720134735107 (3.268838584423065) | > loss_feat: 5.998605728149414 (6.284495830535889) | > loss_mel: 16.67389678955078 (18.11689329147339) | > loss_duration: 2.4710350036621094 (2.4760432839393616) | > loss_1: 30.711109161376953 (32.4243106842041)  --> STEP: 5 | > loss_disc: 2.5730509757995605 (2.5029372215270995) | > loss_disc_real_0: 0.2927400469779968 (0.14012472033500672) | > loss_disc_real_1: 0.23758429288864136 (0.2078775554895401) | > loss_disc_real_2: 0.2894497513771057 (0.21570315659046174) | > loss_disc_real_3: 0.2170388400554657 (0.247192907333374) | > loss_disc_real_4: 0.26409074664115906 (0.244123974442482) | > loss_disc_real_5: 0.25923648476600647 (0.27414633631706237) | > loss_0: 2.5730509757995605 (2.5029372215270995) | > loss_gen: 2.6559367179870605 (2.35361909866333) | > loss_kl: 2.853264570236206 (3.1857237815856934) | > loss_feat: 4.959817409515381 (6.019560146331787) | > loss_mel: 17.956144332885742 (18.08474349975586) | > loss_duration: 2.431913375854492 (2.467217302322388) | > loss_1: 30.85707664489746 (32.110863876342776)  --> STEP: 6 | > loss_disc: 2.491460084915161 (2.50102436542511) | > loss_disc_real_0: 0.0917658731341362 (0.13206491246819496) | > loss_disc_real_1: 0.23194818198680878 (0.2118893265724182) | > loss_disc_real_2: 0.24424654245376587 (0.22046038756767908) | > loss_disc_real_3: 0.26234230399131775 (0.24971780677636465) | > loss_disc_real_4: 0.2309795618057251 (0.24193323900302252) | > loss_disc_real_5: 0.2416795939207077 (0.2687352125843366) | > loss_0: 2.491460084915161 (2.50102436542511) | > loss_gen: 2.297213315963745 (2.344218134880066) | > loss_kl: 3.2826216220855713 (3.2018734216690063) | > loss_feat: 6.07808780670166 (6.029314756393433) | > loss_mel: 17.561429977416992 (17.997524579366047) | > loss_duration: 2.1977615356445312 (2.422308007876078) | > loss_1: 31.417112350463867 (31.99523862202962)  --> STEP: 7 | > loss_disc: 2.5380284786224365 (2.506310667310442) | > loss_disc_real_0: 0.13875579833984375 (0.13302075330700194) | > loss_disc_real_1: 0.1995842009782791 (0.2101314514875412) | > loss_disc_real_2: 0.2981623113155365 (0.23156066238880157) | > loss_disc_real_3: 0.3195837140083313 (0.2596986506666456) | > loss_disc_real_4: 0.2888980507850647 (0.24864249782902853) | > loss_disc_real_5: 0.29301387071609497 (0.27220359231744495) | > loss_0: 2.5380284786224365 (2.506310667310442) | > loss_gen: 2.583779811859131 (2.378441231591361) | > loss_kl: 4.773706436157227 (3.4264209951673235) | > loss_feat: 4.841352462768555 (5.859605857304165) | > loss_mel: 17.43385887145996 (17.917000906808035) | > loss_duration: 2.667904853820801 (2.4573932715824673) | > loss_1: 32.300601959228516 (32.03886195591518)  --> STEP: 8 | > loss_disc: 2.547636032104492 (2.5114763379096985) | > loss_disc_real_0: 0.16613608598709106 (0.13716016989201307) | > loss_disc_real_1: 0.18912075459957123 (0.20750511437654495) | > loss_disc_real_2: 0.26762932538986206 (0.23606924526393414) | > loss_disc_real_3: 0.25235068798065186 (0.2587801553308964) | > loss_disc_real_4: 0.2628440856933594 (0.2504176963120699) | > loss_disc_real_5: 0.290290892124176 (0.2744645047932863) | > loss_0: 2.547636032104492 (2.5114763379096985) | > loss_gen: 2.3825180530548096 (2.378950834274292) | > loss_kl: 3.4536514282226562 (3.42982479929924) | > loss_feat: 8.383481979370117 (6.1750903725624084) | > loss_mel: 18.48457145690918 (17.98794722557068) | > loss_duration: 2.310553550720215 (2.4390383064746857) | > loss_1: 35.01477813720703 (32.41085147857666)  --> STEP: 9 | > loss_disc: 2.4010143280029297 (2.499202781253391) | > loss_disc_real_0: 0.16336598992347717 (0.14007192767328686) | > loss_disc_real_1: 0.14884887635707855 (0.20098775459660423) | > loss_disc_real_2: 0.19459472596645355 (0.23146096534199184) | > loss_disc_real_3: 0.24336257576942444 (0.25706709093517727) | > loss_disc_real_4: 0.21554069221019745 (0.24654247363408408) | > loss_disc_real_5: 0.20799002051353455 (0.267078450984425) | > loss_0: 2.4010143280029297 (2.499202781253391) | > loss_gen: 2.188814878463745 (2.357824616962009) | > loss_kl: 2.5056140422821045 (3.327134715186225) | > loss_feat: 6.899469375610352 (6.255576928456624) | > loss_mel: 18.609373092651367 (18.0569945441352) | > loss_duration: 2.213602066040039 (2.4139898353152804) | > loss_1: 32.416873931884766 (32.411520640055336)  --> STEP: 10 | > loss_disc: 2.582617998123169 (2.5075443029403686) | > loss_disc_real_0: 0.1733940988779068 (0.14340414479374886) | > loss_disc_real_1: 0.21099835634231567 (0.2019888147711754) | > loss_disc_real_2: 0.20343975722789764 (0.22865884453058244) | > loss_disc_real_3: 0.2591216266155243 (0.25727254450321196) | > loss_disc_real_4: 0.25695735216140747 (0.2475839614868164) | > loss_disc_real_5: 0.2646295726299286 (0.2668335631489754) | > loss_0: 2.582617998123169 (2.5075443029403686) | > loss_gen: 2.469970703125 (2.369039225578308) | > loss_kl: 3.0112905502319336 (3.295550298690796) | > loss_feat: 7.482884407043457 (6.378307676315307) | > loss_mel: 17.509870529174805 (18.00228214263916) | > loss_duration: 2.4351751804351807 (2.4161083698272705) | > loss_1: 32.9091911315918 (32.46128768920899)  --> STEP: 11 | > loss_disc: 2.682375431060791 (2.523438041860407) | > loss_disc_real_0: 0.14119696617126465 (0.14320349219170483) | > loss_disc_real_1: 0.20434390008449554 (0.20220291343602267) | > loss_disc_real_2: 0.3153901994228363 (0.23654351315715097) | > loss_disc_real_3: 0.25490859150886536 (0.2570576396855441) | > loss_disc_real_4: 0.2451964020729065 (0.2473669106310064) | > loss_disc_real_5: 0.33135250210762024 (0.2726989212361249) | > loss_0: 2.682375431060791 (2.523438041860407) | > loss_gen: 2.280024766921997 (2.360947002064098) | > loss_kl: 3.7225632667541504 (3.334369659423828) | > loss_feat: 5.840483665466309 (6.329414584419944) | > loss_mel: 15.678620338439941 (17.79104016043923) | > loss_duration: 2.548614740371704 (2.428154403513128) | > loss_1: 30.070308685302734 (32.24392596158114)  --> STEP: 12 | > loss_disc: 2.427797317504883 (2.5154679814974465) | > loss_disc_real_0: 0.13747228682041168 (0.14272589174409708) | > loss_disc_real_1: 0.1948600858449936 (0.20159101113677025) | > loss_disc_real_2: 0.17498070001602173 (0.23141327872872353) | > loss_disc_real_3: 0.24850976467132568 (0.2563453167676926) | > loss_disc_real_4: 0.17460528016090393 (0.24130344142516455) | > loss_disc_real_5: 0.17983873188495636 (0.26496057212352747) | > loss_0: 2.427797317504883 (2.5154679814974465) | > loss_gen: 2.0776970386505127 (2.337342838446299) | > loss_kl: 2.5790748596191406 (3.271428426106771) | > loss_feat: 6.101688861846924 (6.310437440872192) | > loss_mel: 16.939889907836914 (17.72011097272237) | > loss_duration: 2.2667245864868164 (2.4147019187609353) | > loss_1: 29.965076446533203 (32.05402183532715)  --> STEP: 13 | > loss_disc: 2.4054930210113525 (2.5070083691523624) | > loss_disc_real_0: 0.17861352860927582 (0.14548647919526467) | > loss_disc_real_1: 0.24635042250156403 (0.20503404278021592) | > loss_disc_real_2: 0.22493426501750946 (0.23091489305863014) | > loss_disc_real_3: 0.25126925110816956 (0.25595485017849856) | > loss_disc_real_4: 0.2782481014728546 (0.24414533835190994) | > loss_disc_real_5: 0.2235090732574463 (0.26177199528767503) | > loss_0: 2.4054930210113525 (2.5070083691523624) | > loss_gen: 2.4948110580444336 (2.3494557784153867) | > loss_kl: 3.383033275604248 (3.2800134145296536) | > loss_feat: 6.227019309997559 (6.304020661574143) | > loss_mel: 16.37499237060547 (17.616640311021072) | > loss_duration: 2.264881134033203 (2.4031772430126486) | > loss_1: 30.744735717773438 (31.953307518592247)  --> STEP: 14 | > loss_disc: 2.589724063873291 (2.512916633061) | > loss_disc_real_0: 0.17268285155296326 (0.14742907722081458) | > loss_disc_real_1: 0.17608998715877533 (0.20296661023582732) | > loss_disc_real_2: 0.2773856818675995 (0.23423423511641367) | > loss_disc_real_3: 0.2459123432636261 (0.25523752825600765) | > loss_disc_real_4: 0.22996029257774353 (0.24313212079661234) | > loss_disc_real_5: 0.24908186495304108 (0.26086555740662976) | > loss_0: 2.589724063873291 (2.512916633061) | > loss_gen: 2.1700470447540283 (2.336640868868147) | > loss_kl: 3.2111380100250244 (3.275093742779323) | > loss_feat: 5.1446614265441895 (6.221209287643433) | > loss_mel: 19.152406692504883 (17.726337909698486) | > loss_duration: 2.37941837310791 (2.4014801808765958) | > loss_1: 32.05767059326172 (31.96076202392578)  --> STEP: 15 | > loss_disc: 2.293788433074951 (2.4983080863952636) | > loss_disc_real_0: 0.13760912418365479 (0.1467744136850039) | > loss_disc_real_1: 0.19280602037906647 (0.20228923757870992) | > loss_disc_real_2: 0.184440016746521 (0.23091462055842082) | > loss_disc_real_3: 0.22405654191970825 (0.2531587958335877) | > loss_disc_real_4: 0.22712206840515137 (0.24206478397051492) | > loss_disc_real_5: 0.2669863998889923 (0.2612736135721206) | > loss_0: 2.293788433074951 (2.4983080863952636) | > loss_gen: 2.462292194366455 (2.3450176239013674) | > loss_kl: 3.4381370544433594 (3.285963296890259) | > loss_feat: 6.925436496734619 (6.2681577682495115) | > loss_mel: 16.879446029663086 (17.669878451029458) | > loss_duration: 2.370241165161133 (2.3993975798288982) | > loss_1: 32.07555389404297 (31.96841481526693)  --> STEP: 16 | > loss_disc: 2.609963893890381 (2.5052865743637085) | > loss_disc_real_0: 0.16297870874404907 (0.14778718212619424) | > loss_disc_real_1: 0.18847991526126862 (0.20142615493386984) | > loss_disc_real_2: 0.26760557293891907 (0.23320780508220196) | > loss_disc_real_3: 0.2907489240169525 (0.255508178845048) | > loss_disc_real_4: 0.28494909405708313 (0.24474505335092545) | > loss_disc_real_5: 0.33576005697250366 (0.2659290162846445) | > loss_0: 2.609963893890381 (2.5052865743637085) | > loss_gen: 2.5145180225372314 (2.3556113988161087) | > loss_kl: 2.805459499359131 (3.2559318095445633) | > loss_feat: 8.820873260498047 (6.427702486515045) | > loss_mel: 14.377251625061035 (17.464089274406433) | > loss_duration: 2.4409427642822266 (2.401994153857231) | > loss_1: 30.959047317504883 (31.9053293466568)  --> STEP: 17 | > loss_disc: 2.406568765640259 (2.4994796444387997) | > loss_disc_real_0: 0.1538606584072113 (0.1481444454368423) | > loss_disc_real_1: 0.2005356103181839 (0.20137376995647654) | > loss_disc_real_2: 0.29949507117271423 (0.2371070560287027) | > loss_disc_real_3: 0.24401907622814178 (0.2548323492793476) | > loss_disc_real_4: 0.20572449266910553 (0.24244972625199487) | > loss_disc_real_5: 0.23807555437088013 (0.2642905773485407) | > loss_0: 2.406568765640259 (2.4994796444387997) | > loss_gen: 2.430596113204956 (2.3600222643683937) | > loss_kl: 2.2966997623443604 (3.199506395003375) | > loss_feat: 6.4083027839660645 (6.426561327541576) | > loss_mel: 17.357458114624023 (17.45781685324276) | > loss_duration: 2.4055428504943848 (2.4022029007182404) | > loss_1: 30.89859962463379 (31.84610995124368)  --> STEP: 18 | > loss_disc: 2.769641399383545 (2.514488630824619) | > loss_disc_real_0: 0.15899167954921722 (0.14874706955419648) | > loss_disc_real_1: 0.2908082902431488 (0.20634235441684723) | > loss_disc_real_2: 0.16103820502758026 (0.23288100875086254) | > loss_disc_real_3: 0.21284906566143036 (0.25249994463390774) | > loss_disc_real_4: 0.17137111723423004 (0.2385009146398968) | > loss_disc_real_5: 0.22391486167907715 (0.26204748203357053) | > loss_0: 2.769641399383545 (2.514488630824619) | > loss_gen: 1.9644923210144043 (2.3380483786265054) | > loss_kl: 3.2528645992279053 (3.2024707396825156) | > loss_feat: 9.898381233215332 (6.619440211190118) | > loss_mel: 16.70193099975586 (17.415823194715713) | > loss_duration: 2.268289089202881 (2.3947632445229425) | > loss_1: 34.08595657348633 (31.970545874701607)  --> STEP: 19 | > loss_disc: 2.460437297821045 (2.5116438238244307) | > loss_disc_real_0: 0.11263176798820496 (0.14684626420861796) | > loss_disc_real_1: 0.2295198291540146 (0.20756222150827708) | > loss_disc_real_2: 0.2339055985212326 (0.23293493452825045) | > loss_disc_real_3: 0.23494800925254822 (0.25157615856120463) | > loss_disc_real_4: 0.2296290397644043 (0.23803397385697617) | > loss_disc_real_5: 0.25810375809669495 (0.2618399176158402) | > loss_0: 2.460437297821045 (2.5116438238244307) | > loss_gen: 2.2078123092651367 (2.3311938486601176) | > loss_kl: 2.4154722690582275 (3.161049767544395) | > loss_feat: 4.482604503631592 (6.506975173950195) | > loss_mel: 14.954063415527344 (17.286256890547904) | > loss_duration: 2.4053313732147217 (2.3953194618225098) | > loss_1: 26.465282440185547 (31.680795167621813)  --> STEP: 20 | > loss_disc: 2.5057384967803955 (2.511348557472229) | > loss_disc_real_0: 0.1429794281721115 (0.14665292240679265) | > loss_disc_real_1: 0.19435349106788635 (0.20690178498625755) | > loss_disc_real_2: 0.2514423727989197 (0.2338603064417839) | > loss_disc_real_3: 0.2254931628704071 (0.2502720087766647) | > loss_disc_real_4: 0.2229292243719101 (0.23727873638272284) | > loss_disc_real_5: 0.17123667895793915 (0.2573097556829451) | > loss_0: 2.5057384967803955 (2.511348557472229) | > loss_gen: 2.2882866859436035 (2.329048490524292) | > loss_kl: 2.463146448135376 (3.126154601573944) | > loss_feat: 6.877217769622803 (6.525487303733826) | > loss_mel: 17.377771377563477 (17.290832614898683) | > loss_duration: 2.3323841094970703 (2.392172694206238) | > loss_1: 31.33880615234375 (31.66369571685791)  --> STEP: 21 | > loss_disc: 2.382723331451416 (2.5052235467093333) | > loss_disc_real_0: 0.06311734020709991 (0.1426750375401406) | > loss_disc_real_1: 0.19788827002048492 (0.20647256998788743) | > loss_disc_real_2: 0.2272181361913681 (0.23354401262033553) | > loss_disc_real_3: 0.23578092455863953 (0.24958195714723497) | > loss_disc_real_4: 0.20678351819515228 (0.23582658313569568) | > loss_disc_real_5: 0.21425607800483704 (0.25525958055541614) | > loss_0: 2.382723331451416 (2.5052235467093333) | > loss_gen: 2.139979362487793 (2.32004519871303) | > loss_kl: 2.454214572906494 (3.0941574573516846) | > loss_feat: 5.53293514251709 (6.478222915104458) | > loss_mel: 15.5266752243042 (17.20682512010847) | > loss_duration: 2.166715145111084 (2.381436620439802) | > loss_1: 27.820520401000977 (31.48068736848377)  --> STEP: 22 | > loss_disc: 2.588160991668701 (2.508993430571123) | > loss_disc_real_0: 0.1539275199174881 (0.1431865140118382) | > loss_disc_real_1: 0.21266832947731018 (0.20675419541922482) | > loss_disc_real_2: 0.22448603808879852 (0.23313228650526566) | > loss_disc_real_3: 0.20489174127578735 (0.2475505836985328) | > loss_disc_real_4: 0.24952422082424164 (0.23644920303062958) | > loss_disc_real_5: 0.27189046144485474 (0.2560155296867543) | > loss_0: 2.588160991668701 (2.508993430571123) | > loss_gen: 2.112520694732666 (2.3106122667139224) | > loss_kl: 2.4820237159729004 (3.066333196379922) | > loss_feat: 6.230374336242676 (6.46695707061074) | > loss_mel: 16.65764808654785 (17.181862527673896) | > loss_duration: 2.239089012145996 (2.3749662746082656) | > loss_1: 29.721656799316406 (31.400731433521617)  --> STEP: 23 | > loss_disc: 2.648245334625244 (2.515047861182172) | > loss_disc_real_0: 0.21425625681877136 (0.14627650282953097) | > loss_disc_real_1: 0.1775594800710678 (0.20548485996930496) | > loss_disc_real_2: 0.2601245939731598 (0.2343058650908263) | > loss_disc_real_3: 0.24893206357955933 (0.24761064804118613) | > loss_disc_real_4: 0.23838262259960175 (0.23653326475101968) | > loss_disc_real_5: 0.31425437331199646 (0.25854765332263435) | > loss_0: 2.648245334625244 (2.515047861182172) | > loss_gen: 2.303433656692505 (2.3103001532347305) | > loss_kl: 2.7712137699127197 (3.053501916968304) | > loss_feat: 6.626574993133545 (6.4738969802856445) | > loss_mel: 16.142921447753906 (17.136691176373027) | > loss_duration: 2.307587146759033 (2.372036747310473) | > loss_1: 30.151731491088867 (31.346427088198453)  --> STEP: 24 | > loss_disc: 2.550992965698242 (2.5165455738703417) | > loss_disc_real_0: 0.21704503893852234 (0.14922519183407226) | > loss_disc_real_1: 0.16890059411525726 (0.20396051555871964) | > loss_disc_real_2: 0.2779763340950012 (0.23612546796600023) | > loss_disc_real_3: 0.22538435459136963 (0.24668455248077711) | > loss_disc_real_4: 0.18976877629756927 (0.2345847443987926) | > loss_disc_real_5: 0.21594016253948212 (0.25677234120666964) | > loss_0: 2.550992965698242 (2.5165455738703417) | > loss_gen: 2.183425188064575 (2.3050136963526406) | > loss_kl: 2.374685287475586 (3.025217890739441) | > loss_feat: 6.239682197570801 (6.464138031005859) | > loss_mel: 16.080480575561523 (17.092682401339214) | > loss_duration: 2.4371755123138428 (2.374750862518947) | > loss_1: 29.315448760986328 (31.26180299123128)  --> STEP: 25 | > loss_disc: 2.5377187728881836 (2.5173925018310555) | > loss_disc_real_0: 0.20142066478729248 (0.15131301075220108) | > loss_disc_real_1: 0.20483286678791046 (0.20399540960788726) | > loss_disc_real_2: 0.24484430253505707 (0.2364742213487625) | > loss_disc_real_3: 0.19090066850185394 (0.24445319712162017) | > loss_disc_real_4: 0.17828281223773956 (0.23233266711235045) | > loss_disc_real_5: 0.314799427986145 (0.2590934246778487) | > loss_0: 2.5377187728881836 (2.5173925018310555) | > loss_gen: 2.237813711166382 (2.3023256969451906) | > loss_kl: 2.9463586807250977 (3.022063522338867) | > loss_feat: 6.846547603607178 (6.479434413909912) | > loss_mel: 14.472476959228516 (16.987874183654785) | > loss_duration: 2.3937718868255615 (2.3755117034912114) | > loss_1: 28.896968841552734 (31.16720962524414)  --> STEP: 26 | > loss_disc: 2.370105266571045 (2.511727608167209) | > loss_disc_real_0: 0.058999866247177124 (0.14776250519431555) | > loss_disc_real_1: 0.14377647638320923 (0.2016792967915535) | > loss_disc_real_2: 0.22078664600849152 (0.2358708530664444) | > loss_disc_real_3: 0.2439918965101242 (0.2444354547904088) | > loss_disc_real_4: 0.13753658533096313 (0.22868666396691248) | > loss_disc_real_5: 0.24435965716838837 (0.2585267413121002) | > loss_0: 2.370105266571045 (2.511727608167209) | > loss_gen: 2.1120986938476562 (2.2950092737491317) | > loss_kl: 2.455425977706909 (3.0002697706222534) | > loss_feat: 7.336209774017334 (6.512387312375582) | > loss_mel: 18.871288299560547 (17.060313188112698) | > loss_duration: 2.2880029678344727 (2.3721459828890294) | > loss_1: 33.063026428222656 (31.24012565612793) --> EVAL PERFORMANCE | > avg_loader_time: 0.002544503945570727 (+0.00014760861029991914) | > avg_loss_disc: 2.511727608167209 (+0.00562918186187833) | > avg_loss_disc_real_0: 0.14776250519431555 (-0.04052176956947032) | > avg_loss_disc_real_1: 0.2016792967915535 (+0.0298958380634968) | > avg_loss_disc_real_2: 0.2358708530664444 (+0.01728471425863412) | > avg_loss_disc_real_3: 0.2444354547904088 (-0.002864271402359009) | > avg_loss_disc_real_4: 0.22868666396691248 (-0.031112191195671296) | > avg_loss_disc_real_5: 0.2585267413121002 (+0.0011898176028176666) | > avg_loss_0: 2.511727608167209 (+0.00562918186187833) | > avg_loss_gen: 2.2950092737491317 (-0.017260001255915647) | > avg_loss_kl: 3.0002697706222534 (-0.14269916827862072) | > avg_loss_feat: 6.512387312375582 (+0.28335585960974985) | > avg_loss_mel: 17.060313188112698 (+0.10325123713566242) | > avg_loss_duration: 2.3721459828890294 (-0.015189005778385223) | > avg_loss_1: 31.24012565612793 (+0.21145915985107422)  > EPOCH: 961/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:53:57)   --> TIME: 2024-06-12 09:54:05 -- STEP: 19/330 -- GLOBAL_STEP: 405150 | > loss_disc: 2.3478288650512695 (2.3308241743790474) | > loss_disc_real_0: 0.08650633692741394 (0.10291985559620355) | > loss_disc_real_1: 0.17155233025550842 (0.1954445266409924) | > loss_disc_real_2: 0.1672574132680893 (0.2063386785356622) | > loss_disc_real_3: 0.2205645740032196 (0.23231064410586105) | > loss_disc_real_4: 0.2209676057100296 (0.2367585489624425) | > loss_disc_real_5: 0.23036177456378937 (0.23494777946095718) | > loss_0: 2.3478288650512695 (2.3308241743790474) | > grad_norm_0: tensor(7.1210, device='cuda:0') (tensor(6.9438, device='cuda:0')) | > loss_gen: 2.3563661575317383 (2.492301012340345) | > loss_kl: 1.8097518682479858 (1.8857377767562866) | > loss_feat: 7.014255523681641 (6.743928884205065) | > loss_mel: 16.713266372680664 (17.132947319432304) | > loss_duration: 1.9619648456573486 (2.03166255198027) | > loss_1: 29.85560417175293 (30.286577325118216) | > grad_norm_1: tensor(64.7811, device='cuda:0') (tensor(67.6129, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.3593 (0.3681685548079641) | > loader_time: 0.004 (0.0033997109061793276)  --> TIME: 2024-06-12 09:54:15 -- STEP: 44/330 -- GLOBAL_STEP: 405175 | > loss_disc: 2.428710699081421 (2.3287092772397124) | > loss_disc_real_0: 0.1245897188782692 (0.10305989863858982) | > loss_disc_real_1: 0.18460999429225922 (0.19321796636689792) | > loss_disc_real_2: 0.22238248586654663 (0.20725663751363754) | > loss_disc_real_3: 0.2604823112487793 (0.22688466276634822) | > loss_disc_real_4: 0.23626647889614105 (0.23225518316030502) | > loss_disc_real_5: 0.2340116798877716 (0.22735013778914104) | > loss_0: 2.428710699081421 (2.3287092772397124) | > grad_norm_0: tensor(5.2158, device='cuda:0') (tensor(7.5788, device='cuda:0')) | > loss_gen: 2.552722930908203 (2.502924631942402) | > loss_kl: 1.8395997285842896 (1.9403949108990757) | > loss_feat: 6.883735656738281 (6.939518657597628) | > loss_mel: 16.91849136352539 (17.19233612580732) | > loss_duration: 1.9137890338897705 (1.987694323062897) | > loss_1: 30.108339309692383 (30.56286842172796) | > grad_norm_1: tensor(73.3246, device='cuda:0') (tensor(68.4472, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.3679 (0.3675352768464522) | > loader_time: 0.0033 (0.003555054014379328)  --> TIME: 2024-06-12 09:54:24 -- STEP: 69/330 -- GLOBAL_STEP: 405200 | > loss_disc: 2.3839452266693115 (2.3330359493476753) | > loss_disc_real_0: 0.07693898677825928 (0.10435571321758672) | > loss_disc_real_1: 0.19320440292358398 (0.19408568113610364) | > loss_disc_real_2: 0.19027112424373627 (0.20730448395445727) | > loss_disc_real_3: 0.2126229852437973 (0.227775147859601) | > loss_disc_real_4: 0.2301349937915802 (0.23290967185428177) | > loss_disc_real_5: 0.2375081479549408 (0.22549199453298596) | > loss_0: 2.3839452266693115 (2.3330359493476753) | > grad_norm_0: tensor(10.4417, device='cuda:0') (tensor(8.3752, device='cuda:0')) | > loss_gen: 2.456376314163208 (2.4887774508932354) | > loss_kl: 1.9630796909332275 (1.9539415127989175) | > loss_feat: 6.524853706359863 (6.960266984027365) | > loss_mel: 16.392578125 (17.116674547610067) | > loss_duration: 1.9183038473129272 (1.9761704932088437) | > loss_1: 29.25519371032715 (30.49583089524421) | > grad_norm_1: tensor(76.7614, device='cuda:0') (tensor(77.2969, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.3724 (0.3703013503033182) | > loader_time: 0.0045 (0.003645202387934146)  --> TIME: 2024-06-12 09:54:34 -- STEP: 94/330 -- GLOBAL_STEP: 405225 | > loss_disc: 2.3558406829833984 (2.342995516797328) | > loss_disc_real_0: 0.09566982090473175 (0.10628588327226486) | > loss_disc_real_1: 0.16971330344676971 (0.19547210316708746) | > loss_disc_real_2: 0.24807190895080566 (0.20940007491314666) | > loss_disc_real_3: 0.20888324081897736 (0.22807709254482958) | > loss_disc_real_4: 0.2197481095790863 (0.23336815215805742) | > loss_disc_real_5: 0.2048097401857376 (0.22481275001104842) | > loss_0: 2.3558406829833984 (2.342995516797328) | > grad_norm_0: tensor(10.8091, device='cuda:0') (tensor(8.4048, device='cuda:0')) | > loss_gen: 2.442401170730591 (2.4776777967493584) | > loss_kl: 2.015920639038086 (1.973564257013037) | > loss_feat: 7.362268447875977 (6.9200445692589945) | > loss_mel: 17.80728530883789 (17.077290971228397) | > loss_duration: 1.9985182285308838 (1.9747593085816566) | > loss_1: 31.626394271850586 (30.42333684069045) | > grad_norm_1: tensor(115.5229, device='cuda:0') (tensor(88.0880, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.3811 (0.3724836745160691) | > loader_time: 0.0038 (0.0037471588621748255)  --> TIME: 2024-06-12 09:54:44 -- STEP: 119/330 -- GLOBAL_STEP: 405250 | > loss_disc: 2.294360637664795 (2.3422452922628687) | > loss_disc_real_0: 0.10075230151414871 (0.10687258047591738) | > loss_disc_real_1: 0.1726941019296646 (0.19427896297278524) | > loss_disc_real_2: 0.1743077039718628 (0.20985563662873596) | > loss_disc_real_3: 0.24850955605506897 (0.2287307167504014) | > loss_disc_real_4: 0.2659339904785156 (0.23264096940264983) | > loss_disc_real_5: 0.2327376902103424 (0.2242464562173651) | > loss_0: 2.294360637664795 (2.3422452922628687) | > grad_norm_0: tensor(9.3887, device='cuda:0') (tensor(8.7101, device='cuda:0')) | > loss_gen: 2.5427300930023193 (2.481909521487581) | > loss_kl: 2.0026278495788574 (1.9963480164023006) | > loss_feat: 7.529210567474365 (6.976577883007145) | > loss_mel: 16.893457412719727 (17.047770179620287) | > loss_duration: 1.975523829460144 (1.9775542631870557) | > loss_1: 30.94355010986328 (30.480159871718463) | > grad_norm_1: tensor(159.1252, device='cuda:0') (tensor(94.1961, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.3788 (0.3730325778993238) | > loader_time: 0.004 (0.003791528589585248)  --> TIME: 2024-06-12 09:54:53 -- STEP: 144/330 -- GLOBAL_STEP: 405275 | > loss_disc: 2.3677682876586914 (2.345844076739416) | > loss_disc_real_0: 0.09176763147115707 (0.10755119459807044) | > loss_disc_real_1: 0.16884168982505798 (0.1948801073142224) | > loss_disc_real_2: 0.24105015397071838 (0.2108357826040851) | > loss_disc_real_3: 0.21930618584156036 (0.22838555773099264) | > loss_disc_real_4: 0.2234107106924057 (0.23230898359583485) | > loss_disc_real_5: 0.2046542912721634 (0.22450750248713625) | > loss_0: 2.3677682876586914 (2.345844076739416) | > grad_norm_0: tensor(9.4252, device='cuda:0') (tensor(9.1541, device='cuda:0')) | > loss_gen: 2.404165744781494 (2.4819586906168203) | > loss_kl: 1.87977933883667 (2.0010038912296295) | > loss_feat: 6.561105728149414 (6.978315005699795) | > loss_mel: 16.65023422241211 (17.048044555717027) | > loss_duration: 1.9885190725326538 (1.98357519093487) | > loss_1: 29.48380470275879 (30.492897364828323) | > grad_norm_1: tensor(284.1525, device='cuda:0') (tensor(105.2733, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.388 (0.37427304685115814) | > loader_time: 0.0039 (0.003908953732914395)  --> TIME: 2024-06-12 09:55:03 -- STEP: 169/330 -- GLOBAL_STEP: 405300 | > loss_disc: 2.292475461959839 (2.3485664065772967) | > loss_disc_real_0: 0.13029681146144867 (0.10903132277039382) | > loss_disc_real_1: 0.19216638803482056 (0.19484167515173476) | > loss_disc_real_2: 0.2013028860092163 (0.21081383843746412) | > loss_disc_real_3: 0.20620596408843994 (0.22848982253723596) | > loss_disc_real_4: 0.231380432844162 (0.23218987485360817) | > loss_disc_real_5: 0.19671612977981567 (0.22332114871789718) | > loss_0: 2.292475461959839 (2.3485664065772967) | > grad_norm_0: tensor(9.0469, device='cuda:0') (tensor(9.9033, device='cuda:0')) | > loss_gen: 2.561023235321045 (2.4807715641676333) | > loss_kl: 2.152113676071167 (2.005881990906754) | > loss_feat: 6.865124702453613 (6.967160856935402) | > loss_mel: 16.504732131958008 (17.04017898175842) | > loss_duration: 2.0301403999328613 (1.9895064809618617) | > loss_1: 30.113134384155273 (30.48349994456274) | > grad_norm_1: tensor(222.9471, device='cuda:0') (tensor(126.9904, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.3827 (0.3778491556291749) | > loader_time: 0.0042 (0.003980092043001975)  --> TIME: 2024-06-12 09:55:14 -- STEP: 194/330 -- GLOBAL_STEP: 405325 | > loss_disc: 2.4166831970214844 (2.352540886279233) | > loss_disc_real_0: 0.0886920765042305 (0.11078431029064753) | > loss_disc_real_1: 0.19676311314105988 (0.1951215738027367) | > loss_disc_real_2: 0.2256905436515808 (0.21113404792915916) | > loss_disc_real_3: 0.2429286539554596 (0.22898831740789807) | > loss_disc_real_4: 0.21586072444915771 (0.2322267704096037) | > loss_disc_real_5: 0.20930729806423187 (0.22353705034120797) | > loss_0: 2.4166831970214844 (2.352540886279233) | > grad_norm_0: tensor(9.3041, device='cuda:0') (tensor(11.1137, device='cuda:0')) | > loss_gen: 2.332120656967163 (2.47771512233105) | > loss_kl: 2.180607557296753 (2.012224420444252) | > loss_feat: 6.6000800132751465 (6.942685761402565) | > loss_mel: 16.947406768798828 (17.002575658031336) | > loss_duration: 2.033714771270752 (1.9978154522856486) | > loss_1: 30.093929290771484 (30.43301645259267) | > grad_norm_1: tensor(286.3586, device='cuda:0') (tensor(151.7494, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.4055 (0.38010095812610745) | > loader_time: 0.0062 (0.00410095318076537)  --> TIME: 2024-06-12 09:55:24 -- STEP: 219/330 -- GLOBAL_STEP: 405350 | > loss_disc: 2.449589490890503 (2.353832812069758) | > loss_disc_real_0: 0.1302754431962967 (0.11222670256206978) | > loss_disc_real_1: 0.18320438265800476 (0.1950572120816741) | > loss_disc_real_2: 0.1978437304496765 (0.21079052270275273) | > loss_disc_real_3: 0.2540753185749054 (0.22892296810944876) | > loss_disc_real_4: 0.23081818222999573 (0.23243428338063907) | > loss_disc_real_5: 0.241291344165802 (0.2229642980991433) | > loss_0: 2.449589490890503 (2.353832812069758) | > grad_norm_0: tensor(46.0395, device='cuda:0') (tensor(12.5536, device='cuda:0')) | > loss_gen: 2.3848299980163574 (2.4821046258760915) | > loss_kl: 2.1782238483428955 (2.0244170242248596) | > loss_feat: 6.771315574645996 (6.94578410065882) | > loss_mel: 16.83846092224121 (16.971923436204026) | > loss_duration: 2.0805869102478027 (2.0065751799709712) | > loss_1: 30.25341796875 (30.43080439632886) | > grad_norm_1: tensor(382.1414, device='cuda:0') (tensor(176.5402, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.4025 (0.3826214320039096) | > loader_time: 0.0051 (0.004216825581032392)  --> TIME: 2024-06-12 09:55:35 -- STEP: 244/330 -- GLOBAL_STEP: 405375 | > loss_disc: 2.423123598098755 (2.3534627253891993) | > loss_disc_real_0: 0.11674483865499496 (0.11316841164390083) | > loss_disc_real_1: 0.17760935425758362 (0.19533705973967183) | > loss_disc_real_2: 0.21307826042175293 (0.21054174799899586) | > loss_disc_real_3: 0.23683403432369232 (0.22894075970913544) | > loss_disc_real_4: 0.2594824731349945 (0.23231967300420903) | > loss_disc_real_5: 0.23175784945487976 (0.2221738257002635) | > loss_0: 2.423123598098755 (2.3534627253891993) | > grad_norm_0: tensor(35.3662, device='cuda:0') (tensor(14.4295, device='cuda:0')) | > loss_gen: 2.5255870819091797 (2.487084059441676) | > loss_kl: 2.0921804904937744 (2.028149329736582) | > loss_feat: 6.487032890319824 (6.943803871264225) | > loss_mel: 16.846525192260742 (16.937122559938253) | > loss_duration: 2.0313339233398438 (2.0162062581445337) | > loss_1: 29.9826602935791 (30.41236614008419) | > grad_norm_1: tensor(192.8575, device='cuda:0') (tensor(199.2068, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.4393 (0.38613971237276423) | > loader_time: 0.0053 (0.004357374105297151)  --> TIME: 2024-06-12 09:55:46 -- STEP: 269/330 -- GLOBAL_STEP: 405400 | > loss_disc: 2.3707900047302246 (2.3571828953838705) | > loss_disc_real_0: 0.16217899322509766 (0.11487710514697887) | > loss_disc_real_1: 0.211933895945549 (0.19606423981792426) | > loss_disc_real_2: 0.20122693479061127 (0.2109132789103072) | > loss_disc_real_3: 0.2211235612630844 (0.2293999092618772) | > loss_disc_real_4: 0.21647538244724274 (0.2323061625532058) | > loss_disc_real_5: 0.23223841190338135 (0.22211495989095764) | > loss_0: 2.3707900047302246 (2.3571828953838705) | > grad_norm_0: tensor(40.6076, device='cuda:0') (tensor(16.1097, device='cuda:0')) | > loss_gen: 2.2849252223968506 (2.4894805956064103) | > loss_kl: 2.020509719848633 (2.031906560007965) | > loss_feat: 6.688224792480469 (6.97242838388039) | > loss_mel: 16.425212860107422 (16.9220367949248) | > loss_duration: 2.120718002319336 (2.025012333153791) | > loss_1: 29.53959083557129 (30.440864726070135) | > grad_norm_1: tensor(406.9120, device='cuda:0') (tensor(222.5475, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.4395 (0.39024085714914547) | > loader_time: 0.0059 (0.004491541022261723)  --> TIME: 2024-06-12 09:55:57 -- STEP: 294/330 -- GLOBAL_STEP: 405425 | > loss_disc: 2.4715499877929688 (2.362792277822689) | > loss_disc_real_0: 0.09977170079946518 (0.11622533146418682) | > loss_disc_real_1: 0.1977689415216446 (0.196346328574784) | > loss_disc_real_2: 0.2409517765045166 (0.211057250343618) | > loss_disc_real_3: 0.229105144739151 (0.22932138466307905) | > loss_disc_real_4: 0.21714121103286743 (0.23253367709464767) | > loss_disc_real_5: 0.17872580885887146 (0.22203341237947233) | > loss_0: 2.4715499877929688 (2.362792277822689) | > grad_norm_0: tensor(18.5585, device='cuda:0') (tensor(17.4540, device='cuda:0')) | > loss_gen: 2.396644115447998 (2.4858794017713888) | > loss_kl: 2.0394983291625977 (2.036272830703629) | > loss_feat: 6.796408653259277 (6.959533543813795) | > loss_mel: 16.351184844970703 (16.86614184476889) | > loss_duration: 2.1843278408050537 (2.035649167842606) | > loss_1: 29.768064498901367 (30.383476847694034) | > grad_norm_1: tensor(291.6595, device='cuda:0') (tensor(239.3320, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.477 (0.3955903499304844) | > loader_time: 0.0065 (0.004649371516947844)  --> TIME: 2024-06-12 09:56:10 -- STEP: 319/330 -- GLOBAL_STEP: 405450 | > loss_disc: 2.5436291694641113 (2.3705438140044013) | > loss_disc_real_0: 0.1906234472990036 (0.11797119258993471) | > loss_disc_real_1: 0.17667263746261597 (0.1975305945521986) | > loss_disc_real_2: 0.22443267703056335 (0.2116344331480493) | > loss_disc_real_3: 0.2406304031610489 (0.2298068302365306) | > loss_disc_real_4: 0.25474661588668823 (0.23244889753178744) | > loss_disc_real_5: 0.21784532070159912 (0.22216996307657047) | > loss_0: 2.5436291694641113 (2.3705438140044013) | > grad_norm_0: tensor(18.7890, device='cuda:0') (tensor(17.7914, device='cuda:0')) | > loss_gen: 2.2863879203796387 (2.476891807627901) | > loss_kl: 2.1154439449310303 (2.041526131869108) | > loss_feat: 7.716184139251709 (6.9612871501886735) | > loss_mel: 16.070072174072266 (16.8278798429196) | > loss_duration: 2.235435724258423 (2.049694273165401) | > loss_1: 30.42352294921875 (30.35727924837214) | > grad_norm_1: tensor(179.7028, device='cuda:0') (tensor(246.9750, device='cuda:0')) | > current_lr_0: 0.00017736058401227663 | > current_lr_1: 0.00017736058401227663 | > step_time: 0.5469 (0.4048659465156007) | > loader_time: 0.0079 (0.004866360870648325)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6360650062561035 (2.6360650062561035) | > loss_disc_real_0: 0.07039740681648254 (0.07039740681648254) | > loss_disc_real_1: 0.24708260595798492 (0.24708260595798492) | > loss_disc_real_2: 0.2633056044578552 (0.2633056044578552) | > loss_disc_real_3: 0.27057352662086487 (0.27057352662086487) | > loss_disc_real_4: 0.3093405067920685 (0.3093405067920685) | > loss_disc_real_5: 0.2645224332809448 (0.2645224332809448) | > loss_0: 2.6360650062561035 (2.6360650062561035) | > loss_gen: 2.1303141117095947 (2.1303141117095947) | > loss_kl: 1.8207530975341797 (1.8207530975341797) | > loss_feat: 5.219442844390869 (5.219442844390869) | > loss_mel: 15.028071403503418 (15.028071403503418) | > loss_duration: 3.196521520614624 (3.196521520614624) | > loss_1: 27.395103454589844 (27.395103454589844)  --> STEP: 1 | > loss_disc: 2.278061628341675 (2.278061628341675) | > loss_disc_real_0: 0.09457482397556305 (0.09457482397556305) | > loss_disc_real_1: 0.24837356805801392 (0.24837356805801392) | > loss_disc_real_2: 0.22272025048732758 (0.22272025048732758) | > loss_disc_real_3: 0.2436484694480896 (0.2436484694480896) | > loss_disc_real_4: 0.20752204954624176 (0.20752204954624176) | > loss_disc_real_5: 0.14404408633708954 (0.14404408633708954) | > loss_0: 2.278061628341675 (2.278061628341675) | > loss_gen: 2.3156261444091797 (2.3156261444091797) | > loss_kl: 2.9768142700195312 (2.9768142700195312) | > loss_feat: 6.442249298095703 (6.442249298095703) | > loss_mel: 17.021081924438477 (17.021081924438477) | > loss_duration: 2.5407915115356445 (2.5407915115356445) | > loss_1: 31.29656219482422 (31.29656219482422)  --> STEP: 2 | > loss_disc: 2.486224889755249 (2.382143259048462) | > loss_disc_real_0: 0.08616279065608978 (0.09036880731582642) | > loss_disc_real_1: 0.28689008951187134 (0.2676318287849426) | > loss_disc_real_2: 0.26663529872894287 (0.24467777460813522) | > loss_disc_real_3: 0.24318914115428925 (0.24341880530118942) | > loss_disc_real_4: 0.25077328085899353 (0.22914766520261765) | > loss_disc_real_5: 0.2892328202724457 (0.2166384533047676) | > loss_0: 2.486224889755249 (2.382143259048462) | > loss_gen: 2.3296027183532715 (2.3226144313812256) | > loss_kl: 3.1453945636749268 (3.061104416847229) | > loss_feat: 5.517386436462402 (5.979817867279053) | > loss_mel: 19.362668991088867 (18.191875457763672) | > loss_duration: 2.499126434326172 (2.519958972930908) | > loss_1: 32.85417938232422 (32.07537078857422)  --> STEP: 3 | > loss_disc: 2.432293176651001 (2.398859898249308) | > loss_disc_real_0: 0.08657300472259521 (0.08910353978474934) | > loss_disc_real_1: 0.20144440233707428 (0.24556935330231985) | > loss_disc_real_2: 0.2788177728652954 (0.2560577740271886) | > loss_disc_real_3: 0.22252114117145538 (0.23645291725794473) | > loss_disc_real_4: 0.27390626072883606 (0.24406719704469046) | > loss_disc_real_5: 0.2124202996492386 (0.21523240208625793) | > loss_0: 2.432293176651001 (2.398859898249308) | > loss_gen: 2.273928165435791 (2.3063856760660806) | > loss_kl: 3.605440855026245 (3.2425498962402344) | > loss_feat: 5.974772930145264 (5.97813622156779) | > loss_mel: 16.341243743896484 (17.57499821980794) | > loss_duration: 2.3848698139190674 (2.4749292532602944) | > loss_1: 30.58025550842285 (31.576999028523762)  --> STEP: 4 | > loss_disc: 2.546348810195923 (2.435732126235962) | > loss_disc_real_0: 0.11611372232437134 (0.09585608541965485) | > loss_disc_real_1: 0.20106904208660126 (0.2344442754983902) | > loss_disc_real_2: 0.22802899777889252 (0.2490505799651146) | > loss_disc_real_3: 0.24111758172512054 (0.2376190833747387) | > loss_disc_real_4: 0.2750048339366913 (0.25180160626769066) | > loss_disc_real_5: 0.22781506180763245 (0.21837806701660156) | > loss_0: 2.546348810195923 (2.435732126235962) | > loss_gen: 2.1442270278930664 (2.265846014022827) | > loss_kl: 3.4626576900482178 (3.2975768446922302) | > loss_feat: 6.925889015197754 (6.215074419975281) | > loss_mel: 17.939022064208984 (17.666004180908203) | > loss_duration: 2.4456753730773926 (2.467615783214569) | > loss_1: 32.9174690246582 (31.912116527557373)  --> STEP: 5 | > loss_disc: 2.629021406173706 (2.474389982223511) | > loss_disc_real_0: 0.11742711812257767 (0.10017029196023941) | > loss_disc_real_1: 0.2891067862510681 (0.2453767776489258) | > loss_disc_real_2: 0.3290157914161682 (0.2650436222553253) | > loss_disc_real_3: 0.2938801348209381 (0.2488712936639786) | > loss_disc_real_4: 0.26066258549690247 (0.25357380211353303) | > loss_disc_real_5: 0.2836765944957733 (0.2314377725124359) | > loss_0: 2.629021406173706 (2.474389982223511) | > loss_gen: 2.347799301147461 (2.282236671447754) | > loss_kl: 3.3237600326538086 (3.302813482284546) | > loss_feat: 6.248802185058594 (6.221819972991943) | > loss_mel: 18.184064865112305 (17.769616317749023) | > loss_duration: 2.437239646911621 (2.4615405559539796) | > loss_1: 32.541664123535156 (32.03802604675293)  --> STEP: 6 | > loss_disc: 2.390739917755127 (2.4604483048121133) | > loss_disc_real_0: 0.060751620680093765 (0.09360051341354847) | > loss_disc_real_1: 0.2648053765296936 (0.24861487746238708) | > loss_disc_real_2: 0.20361900329589844 (0.2548061857620875) | > loss_disc_real_3: 0.21318908035755157 (0.2429242581129074) | > loss_disc_real_4: 0.26082655787467957 (0.2547825947403908) | > loss_disc_real_5: 0.19237017631530762 (0.2249265064795812) | > loss_0: 2.390739917755127 (2.4604483048121133) | > loss_gen: 2.1370415687561035 (2.258037487665812) | > loss_kl: 2.957547664642334 (3.2452691793441772) | > loss_feat: 5.259369850158691 (6.061411619186401) | > loss_mel: 17.87420082092285 (17.787047068277996) | > loss_duration: 2.2134923934936523 (2.420199195543925) | > loss_1: 30.441650390625 (31.771963437398274)  --> STEP: 7 | > loss_disc: 2.7465028762817383 (2.5013132435934886) | > loss_disc_real_0: 0.18045862019062042 (0.10600881438170161) | > loss_disc_real_1: 0.28677529096603394 (0.2540663651057652) | > loss_disc_real_2: 0.26934272050857544 (0.25688283358301434) | > loss_disc_real_3: 0.3014817237854004 (0.251289610351835) | > loss_disc_real_4: 0.23165658116340637 (0.2514788785151073) | > loss_disc_real_5: 0.21101981401443481 (0.22293983612741744) | > loss_0: 2.7465028762817383 (2.5013132435934886) | > loss_gen: 2.1724653244018555 (2.2458128929138184) | > loss_kl: 3.7085373401641846 (3.311450345175607) | > loss_feat: 5.113007068634033 (5.925925254821777) | > loss_mel: 16.604080200195312 (17.61805180140904) | > loss_duration: 2.6269006729125977 (2.4497279780251637) | > loss_1: 30.224990844726562 (31.550967352730886)  --> STEP: 8 | > loss_disc: 2.5148046016693115 (2.5029996633529663) | > loss_disc_real_0: 0.1485919952392578 (0.11133171198889613) | > loss_disc_real_1: 0.252892404794693 (0.2539196200668812) | > loss_disc_real_2: 0.2633534073829651 (0.2576916553080082) | > loss_disc_real_3: 0.28317639231681824 (0.2552754580974579) | > loss_disc_real_4: 0.28191912174224854 (0.25528390891849995) | > loss_disc_real_5: 0.22529011964797974 (0.22323362156748772) | > loss_0: 2.5148046016693115 (2.5029996633529663) | > loss_gen: 2.4282772541046143 (2.268620938062668) | > loss_kl: 2.880715847015381 (3.2576085329055786) | > loss_feat: 7.105976581573486 (6.073431670665741) | > loss_mel: 18.0252742767334 (17.668954610824585) | > loss_duration: 2.255432367324829 (2.425441026687622) | > loss_1: 32.6956787109375 (31.694056272506714)  --> STEP: 9 | > loss_disc: 2.4966225624084473 (2.502291096581353) | > loss_disc_real_0: 0.18376068770885468 (0.11937937595778042) | > loss_disc_real_1: 0.25057485699653625 (0.25354797972573173) | > loss_disc_real_2: 0.26134440302848816 (0.2580975161658393) | > loss_disc_real_3: 0.24996495246887207 (0.2546854019165039) | > loss_disc_real_4: 0.21110223233699799 (0.2503748337427775) | > loss_disc_real_5: 0.2178507298231125 (0.22263552248477936) | > loss_0: 2.4966225624084473 (2.502291096581353) | > loss_gen: 2.3402516841888428 (2.276579909854465) | > loss_kl: 3.019242525100708 (3.2311234209272595) | > loss_feat: 8.23672866821289 (6.313798003726536) | > loss_mel: 17.430383682250977 (17.642446729871963) | > loss_duration: 2.17728328704834 (2.39786794450548) | > loss_1: 33.20389175415039 (31.86181577046712)  --> STEP: 10 | > loss_disc: 2.5666675567626953 (2.5087287425994873) | > loss_disc_real_0: 0.12000153213739395 (0.11944159157574177) | > loss_disc_real_1: 0.27936649322509766 (0.25612983107566833) | > loss_disc_real_2: 0.31207969784736633 (0.263495734333992) | > loss_disc_real_3: 0.28492334485054016 (0.2577091962099075) | > loss_disc_real_4: 0.30776047706604004 (0.25611339807510375) | > loss_disc_real_5: 0.2841954529285431 (0.22879151552915572) | > loss_0: 2.5666675567626953 (2.5087287425994873) | > loss_gen: 2.6381869316101074 (2.312740612030029) | > loss_kl: 2.999640703201294 (3.207975149154663) | > loss_feat: 6.136386871337891 (6.296056890487671) | > loss_mel: 17.37192153930664 (17.61539421081543) | > loss_duration: 2.3511698246002197 (2.3931981325149536) | > loss_1: 31.49730682373047 (31.825364875793458)  --> STEP: 11 | > loss_disc: 2.3232038021087646 (2.4918628389185127) | > loss_disc_real_0: 0.11963887512683868 (0.1194595264440233) | > loss_disc_real_1: 0.24665716290473938 (0.2552686794237657) | > loss_disc_real_2: 0.260648250579834 (0.2632368721745231) | > loss_disc_real_3: 0.23907341063022614 (0.25601503388448194) | > loss_disc_real_4: 0.2099689394235611 (0.25191844728859986) | > loss_disc_real_5: 0.2382100522518158 (0.22964774614030664) | > loss_0: 2.3232038021087646 (2.4918628389185127) | > loss_gen: 2.5166897773742676 (2.331281445243142) | > loss_kl: 4.016341686248779 (3.2814630161632192) | > loss_feat: 8.201018333435059 (6.469235203482888) | > loss_mel: 16.672956466674805 (17.52971805225719) | > loss_duration: 2.4951798915863037 (2.40246920152144) | > loss_1: 33.902183532714844 (32.01416657187722)  --> STEP: 12 | > loss_disc: 2.6461710929870605 (2.5047218600908914) | > loss_disc_real_0: 0.12454468011856079 (0.11988328925023477) | > loss_disc_real_1: 0.3212226629257202 (0.26076484471559525) | > loss_disc_real_2: 0.3439251184463501 (0.2699608926971753) | > loss_disc_real_3: 0.2466796636581421 (0.2552370863656203) | > loss_disc_real_4: 0.22082896530628204 (0.24932765712340668) | > loss_disc_real_5: 0.23152409493923187 (0.22980410854021707) | > loss_0: 2.6461710929870605 (2.5047218600908914) | > loss_gen: 2.28357195854187 (2.327305654684703) | > loss_kl: 2.6036696434020996 (3.2249802350997925) | > loss_feat: 6.188198089599609 (6.445815443992615) | > loss_mel: 15.405139923095703 (17.35266987482707) | > loss_duration: 2.290539264678955 (2.3931417067845664) | > loss_1: 28.7711181640625 (31.74391253789266)  --> STEP: 13 | > loss_disc: 2.6650774478912354 (2.5170569053063025) | > loss_disc_real_0: 0.07618602365255356 (0.1165219611273362) | > loss_disc_real_1: 0.2882903218269348 (0.2628821891087752) | > loss_disc_real_2: 0.29468658566474915 (0.2718628690792964) | > loss_disc_real_3: 0.3119813799858093 (0.25960203202871174) | > loss_disc_real_4: 0.25592464208602905 (0.24983511750514686) | > loss_disc_real_5: 0.21445055305957794 (0.22862306581093714) | > loss_0: 2.6650774478912354 (2.5170569053063025) | > loss_gen: 2.086500644683838 (2.308782192376944) | > loss_kl: 3.7861015796661377 (3.26814341545105) | > loss_feat: 5.407907962799072 (6.365976406977727) | > loss_mel: 15.792516708374023 (17.232658092792217) | > loss_duration: 2.260643482208252 (2.3829495356633115) | > loss_1: 29.333669662475586 (31.558509239783653)  --> STEP: 14 | > loss_disc: 2.561807155609131 (2.5202533517565047) | > loss_disc_real_0: 0.08726271986961365 (0.11443201532321316) | > loss_disc_real_1: 0.1891220360994339 (0.2576136067509651) | > loss_disc_real_2: 0.1985292285680771 (0.2666247518999236) | > loss_disc_real_3: 0.20605869591236115 (0.25577750802040095) | > loss_disc_real_4: 0.27773430943489075 (0.2518279169287) | > loss_disc_real_5: 0.17314216494560242 (0.2246601443205561) | > loss_0: 2.561807155609131 (2.5202533517565047) | > loss_gen: 2.1413514614105225 (2.2968228544507707) | > loss_kl: 3.8342056274414062 (3.308576430593218) | > loss_feat: 7.628981590270996 (6.456191062927246) | > loss_mel: 18.311111450195312 (17.309690475463867) | > loss_duration: 2.4390926361083984 (2.3869597571236745) | > loss_1: 34.35474395751953 (31.7582402910505)  --> STEP: 15 | > loss_disc: 2.7428269386291504 (2.535091590881348) | > loss_disc_real_0: 0.2691456973552704 (0.12474626079201698) | > loss_disc_real_1: 0.18822447955608368 (0.25298766493797303) | > loss_disc_real_2: 0.3258628845214844 (0.270573960741361) | > loss_disc_real_3: 0.28120455145835876 (0.25747264424959815) | > loss_disc_real_4: 0.21403633058071136 (0.24930847783883406) | > loss_disc_real_5: 0.21453329920768738 (0.22398502131303152) | > loss_0: 2.7428269386291504 (2.535091590881348) | > loss_gen: 2.0509159564971924 (2.2804290612538654) | > loss_kl: 3.1909615993499756 (3.3007354418436687) | > loss_feat: 8.350777626037598 (6.58249683380127) | > loss_mel: 16.305171966552734 (17.24272257486979) | > loss_duration: 2.3588902950286865 (2.3850884596506754) | > loss_1: 32.256717681884766 (31.79147211710612)  --> STEP: 16 | > loss_disc: 2.7312252521514893 (2.5473499447107315) | > loss_disc_real_0: 0.16701272130012512 (0.12738791457377374) | > loss_disc_real_1: 0.290438711643219 (0.2553283553570509) | > loss_disc_real_2: 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loss_disc_real_5: 0.29170358180999756 (0.22748776218470404) | > loss_0: 2.619758367538452 (2.5516092637005974) | > loss_gen: 2.0209503173828125 (2.2441950335222134) | > loss_kl: 2.1858344078063965 (3.207640157026403) | > loss_feat: 5.55835485458374 (6.39561798993279) | > loss_mel: 15.883268356323242 (16.824382613686954) | > loss_duration: 2.4630861282348633 (2.3939099311828613) | > loss_1: 28.111492156982422 (31.06574540979722)  --> STEP: 18 | > loss_disc: 2.4637451171875 (2.5467279222276478) | > loss_disc_real_0: 0.13973663747310638 (0.12644022351337803) | > loss_disc_real_1: 0.2254076600074768 (0.2494857038060824) | > loss_disc_real_2: 0.22180886566638947 (0.2615891430113051) | > loss_disc_real_3: 0.22647814452648163 (0.25807225124703514) | > loss_disc_real_4: 0.23413926362991333 (0.24865643431742981) | > loss_disc_real_5: 0.2971162796020508 (0.23135601315233442) | > loss_0: 2.4637451171875 (2.5467279222276478) | > loss_gen: 2.2129569053649902 (2.242459581957923) | > loss_kl: 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(2.3878460808804163) | > loss_1: 35.479007720947266 (31.232053756713867)  --> STEP: 20 | > loss_disc: 2.276285171508789 (2.5135405898094176) | > loss_disc_real_0: 0.07976765930652618 (0.12281420696526765) | > loss_disc_real_1: 0.2009769231081009 (0.24572253599762917) | > loss_disc_real_2: 0.2038218080997467 (0.2569478839635849) | > loss_disc_real_3: 0.201332688331604 (0.2520505376160145) | > loss_disc_real_4: 0.22573328018188477 (0.24587639123201366) | > loss_disc_real_5: 0.20897622406482697 (0.22563019394874573) | > loss_0: 2.276285171508789 (2.5135405898094176) | > loss_gen: 2.4768619537353516 (2.2644024193286896) | > loss_kl: 2.456956624984741 (3.1147634506225588) | > loss_feat: 6.514388561248779 (6.557312035560608) | > loss_mel: 17.830827713012695 (16.929471349716188) | > loss_duration: 2.317204236984253 (2.384313988685608) | > loss_1: 31.59623908996582 (31.250263023376466)  --> STEP: 21 | > loss_disc: 2.4169058799743652 (2.5089389369601296) | > loss_disc_real_0: 0.1252886950969696 (0.12293203973344394) | > loss_disc_real_1: 0.2107633352279663 (0.24405781215145475) | > loss_disc_real_2: 0.19922217726707458 (0.2541990407875606) | > loss_disc_real_3: 0.22371412813663483 (0.25070118478366304) | > loss_disc_real_4: 0.19422616064548492 (0.24341685644217895) | > loss_disc_real_5: 0.16612794995307922 (0.2227967537584759) | > loss_0: 2.4169058799743652 (2.5089389369601296) | > loss_gen: 2.1341774463653564 (2.258201230139959) | > loss_kl: 2.1892435550689697 (3.070691074643816) | > loss_feat: 7.070448398590088 (6.581747100466774) | > loss_mel: 16.398948669433594 (16.904208364940825) | > loss_duration: 2.161278247833252 (2.37369323912121) | > loss_1: 29.954097747802734 (31.188540867396764)  --> STEP: 22 | > loss_disc: 2.4404380321502686 (2.505825259468772) | > loss_disc_real_0: 0.07487159967422485 (0.1207474742762067) | > loss_disc_real_1: 0.2770169973373413 (0.2455559569326314) | > loss_disc_real_2: 0.3237261474132538 (0.2573593638160012) | > loss_disc_real_3: 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2.6019046306610107 (2.510002623433652) | > loss_gen: 2.245864152908325 (2.271943999373394) | > loss_kl: 2.718379497528076 (3.0179983740267544) | > loss_feat: 3.9293622970581055 (6.494872963946799) | > loss_mel: 15.034562110900879 (16.858788200046707) | > loss_duration: 2.3245580196380615 (2.3646452945211665) | > loss_1: 26.252727508544922 (31.008248785267707)  --> STEP: 24 | > loss_disc: 2.6854608058929443 (2.5173133810361223) | > loss_disc_real_0: 0.1866392344236374 (0.12510485155507922) | > loss_disc_real_1: 0.28310948610305786 (0.248855576540033) | > loss_disc_real_2: 0.33251670002937317 (0.2602733721335729) | > loss_disc_real_3: 0.22124198079109192 (0.250260068103671) | > loss_disc_real_4: 0.22969286143779755 (0.2433866194138924) | > loss_disc_real_5: 0.20314514636993408 (0.22264898320039114) | > loss_0: 2.6854608058929443 (2.5173133810361223) | > loss_gen: 2.234088659286499 (2.2703666935364404) | > loss_kl: 2.4626638889312744 (2.994859437147776) | > loss_feat: 5.227327346801758 (6.442058563232422) | > loss_mel: 16.19828224182129 (16.831267118453983) | > loss_duration: 2.4348888397216797 (2.3675721089045214) | > loss_1: 28.5572509765625 (30.906123876571655)  --> STEP: 25 | > loss_disc: 2.639539957046509 (2.522202444076538) | > loss_disc_real_0: 0.12226594984531403 (0.12499129548668861) | > loss_disc_real_1: 0.22735321521759033 (0.24799548208713532) | > loss_disc_real_2: 0.32416990399360657 (0.26282923340797426) | > loss_disc_real_3: 0.23109431564807892 (0.24949343800544732) | > loss_disc_real_4: 0.23200297355651855 (0.24293127357959743) | > loss_disc_real_5: 0.22654348611831665 (0.22280476331710816) | > loss_0: 2.639539957046509 (2.522202444076538) | > loss_gen: 2.2237040996551514 (2.268500189781189) | > loss_kl: 3.4864861965179443 (3.014524507522583) | > loss_feat: 6.532294273376465 (6.445667991638183) | > loss_mel: 15.55975341796875 (16.780406570434575) | > loss_duration: 2.417663097381592 (2.369575748443604) | > loss_1: 30.219900131225586 (30.878674926757814)  --> STEP: 26 | > loss_disc: 2.576423406600952 (2.5242878657120924) | > loss_disc_real_0: 0.08997992426156998 (0.12364470428572251) | > loss_disc_real_1: 0.1572062224149704 (0.24450358748435974) | > loss_disc_real_2: 0.262317419052124 (0.26280954824044156) | > loss_disc_real_3: 0.16697686910629272 (0.2463197238170183) | > loss_disc_real_4: 0.1564445197582245 (0.2396048599710831) | > loss_disc_real_5: 0.14220565557479858 (0.21970479763471162) | > loss_0: 2.576423406600952 (2.5242878657120924) | > loss_gen: 1.7447041273117065 (2.2483541873785167) | > loss_kl: 2.8040521144866943 (3.0064294154827413) | > loss_feat: 11.15646743774414 (6.626852585719182) | > loss_mel: 15.52453899383545 (16.73210397133461) | > loss_duration: 2.312692165374756 (2.3673879183255715) | > loss_1: 33.54245376586914 (30.981127959031326) --> EVAL PERFORMANCE | > avg_loader_time: 0.00250698969914363 (-3.751424642709682e-05) | > avg_loss_disc: 2.5242878657120924 (+0.012560257544883324) | > avg_loss_disc_real_0: 0.12364470428572251 (-0.024117800908593043) | > avg_loss_disc_real_1: 0.24450358748435974 (+0.042824290692806244) | > avg_loss_disc_real_2: 0.26280954824044156 (+0.026938695173997163) | > avg_loss_disc_real_3: 0.2463197238170183 (+0.0018842690266095141) | > avg_loss_disc_real_4: 0.2396048599710831 (+0.010918196004170627) | > avg_loss_disc_real_5: 0.21970479763471162 (-0.03882194367738856) | > avg_loss_0: 2.5242878657120924 (+0.012560257544883324) | > avg_loss_gen: 2.2483541873785167 (-0.046655086370614995) | > avg_loss_kl: 3.0064294154827413 (+0.006159644860487923) | > avg_loss_feat: 6.626852585719182 (+0.11446527334360024) | > avg_loss_mel: 16.73210397133461 (-0.3282092167780881) | > avg_loss_duration: 2.3673879183255715 (-0.004758064563457953) | > avg_loss_1: 30.981127959031326 (-0.2589976970966035)  > EPOCH: 962/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:56:35)   --> TIME: 2024-06-12 09:56:41 -- STEP: 14/330 -- GLOBAL_STEP: 405475 | > loss_disc: 2.2824296951293945 (2.3056903055735996) | > loss_disc_real_0: 0.09254629909992218 (0.0997476370206901) | > loss_disc_real_1: 0.2044243961572647 (0.19103983789682388) | > loss_disc_real_2: 0.2249384969472885 (0.20648739274059022) | > loss_disc_real_3: 0.227900430560112 (0.2224403971007892) | > loss_disc_real_4: 0.2398196905851364 (0.22684201385293687) | > loss_disc_real_5: 0.22173631191253662 (0.21834042881216323) | > loss_0: 2.2824296951293945 (2.3056903055735996) | > grad_norm_0: tensor(8.1168, device='cuda:0') (tensor(7.1152, device='cuda:0')) | > loss_gen: 2.5421886444091797 (2.5015948670251036) | > loss_kl: 1.8673970699310303 (1.9006280899047852) | > loss_feat: 7.177536487579346 (6.850897448403495) | > loss_mel: 17.068193435668945 (17.365415164402553) | > loss_duration: 1.998896837234497 (2.040124569620405) | > loss_1: 30.654212951660156 (30.658660752432688) | > grad_norm_1: tensor(56.4448, device='cuda:0') (tensor(67.1217, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3513 (0.3619226557867868) | > loader_time: 0.0029 (0.003166249820164272)  --> TIME: 2024-06-12 09:56:50 -- STEP: 39/330 -- GLOBAL_STEP: 405500 | > loss_disc: 2.204976797103882 (2.3147807426941704) | > loss_disc_real_0: 0.10396693646907806 (0.10006593282406145) | > loss_disc_real_1: 0.1765449047088623 (0.1926765224108329) | > loss_disc_real_2: 0.18652114272117615 (0.20469968632245672) | > loss_disc_real_3: 0.1968841701745987 (0.22653389282715627) | > loss_disc_real_4: 0.20213714241981506 (0.22813842120843056) | > loss_disc_real_5: 0.20759783685207367 (0.2200114811078096) | > loss_0: 2.204976797103882 (2.3147807426941704) | > grad_norm_0: tensor(6.8453, device='cuda:0') (tensor(6.7182, device='cuda:0')) | > loss_gen: 2.7082149982452393 (2.5087629648355336) | > loss_kl: 1.9902836084365845 (1.9484913654816456) | > loss_feat: 7.981988906860352 (7.057596659049009) | > loss_mel: 17.42823028564453 (17.182675190460987) | > loss_duration: 1.9675333499908447 (1.9875702919104161) | > loss_1: 32.07625198364258 (30.68509649619078) | > grad_norm_1: tensor(53.6910, device='cuda:0') (tensor(61.3250, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3547 (0.3580456085694142) | > loader_time: 0.0032 (0.003290225297976763) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_405500.pth  --> TIME: 2024-06-12 09:57:05 -- STEP: 64/330 -- GLOBAL_STEP: 405525 | > loss_disc: 2.389618396759033 (2.3321632966399193) | > loss_disc_real_0: 0.10810595750808716 (0.10245038580615073) | > loss_disc_real_1: 0.17117328941822052 (0.1923853533808142) | > loss_disc_real_2: 0.22197051346302032 (0.20860696793533862) | > loss_disc_real_3: 0.2503589689731598 (0.22897802270017564) | > loss_disc_real_4: 0.2665702998638153 (0.22870313725434244) | > loss_disc_real_5: 0.23707693815231323 (0.22287890897132456) | > loss_0: 2.389618396759033 (2.3321632966399193) | > grad_norm_0: tensor(11.8984, device='cuda:0') (tensor(7.0322, device='cuda:0')) | > loss_gen: 2.4329843521118164 (2.50294104963541) | > loss_kl: 2.05676531791687 (1.956580238416791) | > loss_feat: 6.748719215393066 (7.099853947758675) | > loss_mel: 17.50734519958496 (17.180069178342823) | > loss_duration: 1.997267484664917 (1.9762510508298874) | > loss_1: 30.74308204650879 (30.715695410966873) | > grad_norm_1: tensor(137.4181, device='cuda:0') (tensor(65.6041, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3613 (0.36320924758911133) | > loader_time: 0.0043 (0.00346427783370018)  --> TIME: 2024-06-12 09:57:14 -- STEP: 89/330 -- GLOBAL_STEP: 405550 | > loss_disc: 2.2758615016937256 (2.3332945630791486) | > loss_disc_real_0: 0.10636576265096664 (0.10359512964326344) | > loss_disc_real_1: 0.18117108941078186 (0.1918033935715644) | > loss_disc_real_2: 0.20755521953105927 (0.2073013290260615) | > loss_disc_real_3: 0.2365037500858307 (0.22835927113388363) | > loss_disc_real_4: 0.21548989415168762 (0.23164469556192333) | > loss_disc_real_5: 0.21920306980609894 (0.2226527768574404) | > loss_0: 2.2758615016937256 (2.3332945630791486) | > grad_norm_0: tensor(6.4280, device='cuda:0') (tensor(7.2781, device='cuda:0')) | > loss_gen: 2.589345932006836 (2.4945524113901536) | > loss_kl: 2.2214126586914062 (1.9662418954827812) | > loss_feat: 6.832239151000977 (7.049447515037622) | > loss_mel: 17.02610969543457 (17.120558363668046) | > loss_duration: 2.0003695487976074 (1.9732558539744174) | > loss_1: 30.669477462768555 (30.604055961866056) | > grad_norm_1: tensor(106.4500, device='cuda:0') (tensor(67.3575, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3664 (0.36520968662219083) | > loader_time: 0.0043 (0.0035873664898818797)  --> TIME: 2024-06-12 09:57:24 -- STEP: 114/330 -- GLOBAL_STEP: 405575 | > loss_disc: 2.3829433917999268 (2.3443344747811024) | > loss_disc_real_0: 0.09258997440338135 (0.1063122287915464) | > loss_disc_real_1: 0.16691754758358002 (0.1927925912957443) | > loss_disc_real_2: 0.19820809364318848 (0.20871050668913022) | > loss_disc_real_3: 0.2637522220611572 (0.22954819024654857) | > loss_disc_real_4: 0.23378638923168182 (0.2331006992281529) | > loss_disc_real_5: 0.2315639704465866 (0.22367345868495472) | > loss_0: 2.3829433917999268 (2.3443344747811024) | > grad_norm_0: tensor(6.2737, device='cuda:0') (tensor(7.4742, device='cuda:0')) | > loss_gen: 2.47003173828125 (2.489080458356621) | > loss_kl: 2.1182217597961426 (1.9762556793396933) | > loss_feat: 6.97623872756958 (7.027556737263997) | > loss_mel: 17.78563690185547 (17.08773758536892) | > loss_duration: 1.995664119720459 (1.975708264007903) | > loss_1: 31.345792770385742 (30.556338628133137) | > grad_norm_1: tensor(81.0292, device='cuda:0') (tensor(71.9862, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.4134 (0.3713215777748508) | > loader_time: 0.004 (0.0037579975630107677)  --> TIME: 2024-06-12 09:57:34 -- STEP: 139/330 -- GLOBAL_STEP: 405600 | > loss_disc: 2.291173219680786 (2.350256108551574) | > loss_disc_real_0: 0.12618909776210785 (0.10832791218011499) | > loss_disc_real_1: 0.1637585312128067 (0.1931537128180909) | > loss_disc_real_2: 0.19946551322937012 (0.20944108004621464) | > loss_disc_real_3: 0.1829066276550293 (0.22938043650963322) | > loss_disc_real_4: 0.18871212005615234 (0.232542124261959) | > loss_disc_real_5: 0.21006345748901367 (0.22349394632757996) | > loss_0: 2.291173219680786 (2.350256108551574) | > grad_norm_0: tensor(8.1611, device='cuda:0') (tensor(7.5245, device='cuda:0')) | > loss_gen: 2.4396414756774902 (2.4778985719886597) | > loss_kl: 2.071366548538208 (1.9882951091519363) | > loss_feat: 7.42311429977417 (6.985654004186177) | > loss_mel: 16.758058547973633 (17.09893377564795) | > loss_duration: 2.0451157093048096 (1.9816853262537675) | > loss_1: 30.7372989654541 (30.53246665515488) | > grad_norm_1: tensor(52.3714, device='cuda:0') (tensor(71.8878, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3984 (0.3741871298645897) | > loader_time: 0.0047 (0.0038790685667408455)  --> TIME: 2024-06-12 09:57:44 -- STEP: 164/330 -- GLOBAL_STEP: 405625 | > loss_disc: 2.491265296936035 (2.356749627648329) | > loss_disc_real_0: 0.14124900102615356 (0.11042637668731736) | > loss_disc_real_1: 0.21825046837329865 (0.19321288704508688) | > loss_disc_real_2: 0.23243023455142975 (0.21023183752123903) | > loss_disc_real_3: 0.24676935374736786 (0.22978744292404593) | > loss_disc_real_4: 0.25140854716300964 (0.232637919485569) | > loss_disc_real_5: 0.24067965149879456 (0.22336457233603407) | > loss_0: 2.491265296936035 (2.356749627648329) | > grad_norm_0: tensor(8.1098, device='cuda:0') (tensor(8.1613, device='cuda:0')) | > loss_gen: 2.5246682167053223 (2.4789046020042598) | > loss_kl: 2.002474784851074 (1.9944778644457095) | > loss_feat: 6.159523010253906 (6.985900317750326) | > loss_mel: 16.451400756835938 (17.089792740054254) | > loss_duration: 2.062642812728882 (1.9860281348228455) | > loss_1: 29.20071029663086 (30.53510349552806) | > grad_norm_1: tensor(125.0059, device='cuda:0') (tensor(80.3309, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3742 (0.37791649015938356) | > loader_time: 0.0043 (0.004013923610129007)  --> TIME: 2024-06-12 09:57:54 -- STEP: 189/330 -- GLOBAL_STEP: 405650 | > loss_disc: 2.429245948791504 (2.3596355032037795) | > loss_disc_real_0: 0.15316838026046753 (0.11236994335102657) | > loss_disc_real_1: 0.22595436871051788 (0.19357602708238772) | > loss_disc_real_2: 0.18632729351520538 (0.2097578660520927) | > loss_disc_real_3: 0.2530728280544281 (0.22987617512859365) | > loss_disc_real_4: 0.2656397521495819 (0.23302187301494456) | > loss_disc_real_5: 0.2266414910554886 (0.2232620578121256) | > loss_0: 2.429245948791504 (2.3596355032037795) | > grad_norm_0: tensor(23.1706, device='cuda:0') (tensor(9.6405, device='cuda:0')) | > loss_gen: 2.581996202468872 (2.4778842219599957) | > loss_kl: 2.036083698272705 (1.999754143139673) | > loss_feat: 6.83065938949585 (6.981170876316293) | > loss_mel: 16.864194869995117 (17.08467869026951) | > loss_duration: 2.069314479827881 (1.994056087322336) | > loss_1: 30.38224983215332 (30.537543856908403) | > grad_norm_1: tensor(129.9818, device='cuda:0') (tensor(106.6041, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3857 (0.37890783693424596) | > loader_time: 0.0045 (0.004085477697786202)  --> TIME: 2024-06-12 09:58:04 -- STEP: 214/330 -- GLOBAL_STEP: 405675 | > loss_disc: 2.490633487701416 (2.3650099908080042) | > loss_disc_real_0: 0.1420169472694397 (0.1143318666754482) | > loss_disc_real_1: 0.21669135987758636 (0.19392956473002923) | > loss_disc_real_2: 0.26345089077949524 (0.21015380455233226) | > loss_disc_real_3: 0.2233523428440094 (0.22991480977735787) | > loss_disc_real_4: 0.2303556650876999 (0.23360772862612644) | > loss_disc_real_5: 0.22101810574531555 (0.2241269164831839) | > loss_0: 2.490633487701416 (2.3650099908080042) | > grad_norm_0: tensor(10.9240, device='cuda:0') (tensor(11.4905, device='cuda:0')) | > loss_gen: 2.2830424308776855 (2.4781460917998674) | > loss_kl: 1.833979845046997 (2.0051648561085496) | > loss_feat: 5.3589558601379395 (6.9623187100775885) | > loss_mel: 16.339879989624023 (17.044806734423766) | > loss_duration: 2.09708309173584 (2.002356713063249) | > loss_1: 27.912940979003906 (30.492792994062476) | > grad_norm_1: tensor(300.4799, device='cuda:0') (tensor(129.2883, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.3904 (0.38070278078596154) | > loader_time: 0.0052 (0.004183135300039129)  --> TIME: 2024-06-12 09:58:15 -- STEP: 239/330 -- GLOBAL_STEP: 405700 | > loss_disc: 2.1993541717529297 (2.360475297752284) | > loss_disc_real_0: 0.0872761458158493 (0.11447755730551157) | > loss_disc_real_1: 0.18185395002365112 (0.19365467729678215) | > loss_disc_real_2: 0.21335527300834656 (0.2099998814665623) | > loss_disc_real_3: 0.22770942747592926 (0.22968834732117513) | > loss_disc_real_4: 0.20433077216148376 (0.23274646157001352) | > loss_disc_real_5: 0.19773690402507782 (0.22309236708545285) | > loss_0: 2.1993541717529297 (2.360475297752284) | > grad_norm_0: tensor(29.8711, device='cuda:0') (tensor(13.6000, device='cuda:0')) | > loss_gen: 2.8552675247192383 (2.487549307954858) | > loss_kl: 1.984866738319397 (2.0072233731776583) | > loss_feat: 7.3579630851745605 (6.985245856281105) | > loss_mel: 16.7108154296875 (16.99810216815901) | > loss_duration: 2.0677647590637207 (2.011927126840567) | > loss_1: 30.97667694091797 (30.490047766074973) | > grad_norm_1: tensor(559.3685, device='cuda:0') (tensor(157.1796, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.4103 (0.3835843866340285) | > loader_time: 0.0051 (0.004289588170071524)  --> TIME: 2024-06-12 09:58:26 -- STEP: 264/330 -- GLOBAL_STEP: 405725 | > loss_disc: 2.350386142730713 (2.364065561330679) | > loss_disc_real_0: 0.19333848357200623 (0.11621574476135499) | > loss_disc_real_1: 0.20122072100639343 (0.19445385072718968) | > loss_disc_real_2: 0.20615169405937195 (0.21046102430784341) | > loss_disc_real_3: 0.23558488488197327 (0.23015425924324628) | > loss_disc_real_4: 0.22464165091514587 (0.23250948541769476) | > loss_disc_real_5: 0.22380538284778595 (0.2224356454768867) | > loss_0: 2.350386142730713 (2.364065561330679) | > grad_norm_0: tensor(50.8571, device='cuda:0') (tensor(15.2260, device='cuda:0')) | > loss_gen: 2.4933090209960938 (2.489205384796314) | > loss_kl: 1.9247766733169556 (2.0143109749663943) | > loss_feat: 6.94050407409668 (6.9948727289835615) | > loss_mel: 16.956783294677734 (16.9814354506406) | > loss_duration: 2.147238254547119 (2.020611866857066) | > loss_1: 30.462610244750977 (30.50043633489898) | > grad_norm_1: tensor(668.6817, device='cuda:0') (tensor(184.8847, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.4573 (0.3882859873049186) | > loader_time: 0.0056 (0.004429615808255743)  --> TIME: 2024-06-12 09:58:37 -- STEP: 289/330 -- GLOBAL_STEP: 405750 | > loss_disc: 2.30861234664917 (2.364094706967627) | > loss_disc_real_0: 0.14810247719287872 (0.11714987714604111) | > loss_disc_real_1: 0.1678677201271057 (0.19496422531695515) | > loss_disc_real_2: 0.20894384384155273 (0.21034067430916945) | > loss_disc_real_3: 0.2616206407546997 (0.23001488089355218) | > loss_disc_real_4: 0.27022045850753784 (0.23243052829508137) | > loss_disc_real_5: 0.2254827618598938 (0.2221636900542929) | > loss_0: 2.30861234664917 (2.364094706967627) | > grad_norm_0: tensor(40.3092, device='cuda:0') (tensor(16.3659, device='cuda:0')) | > loss_gen: 2.5297183990478516 (2.4862496110394736) | > loss_kl: 2.077286958694458 (2.020088443294114) | > loss_feat: 6.941793441772461 (6.988041645102845) | > loss_mel: 16.360122680664062 (16.926589289338533) | > loss_duration: 2.183626174926758 (2.0312598675592546) | > loss_1: 30.092548370361328 (30.452228763936713) | > grad_norm_1: tensor(636.6967, device='cuda:0') (tensor(204.7575, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.472 (0.3936616986680606) | > loader_time: 0.0072 (0.00459008315855244)  --> TIME: 2024-06-12 09:58:50 -- STEP: 314/330 -- GLOBAL_STEP: 405775 | > loss_disc: 2.287473440170288 (2.3678821036770077) | > loss_disc_real_0: 0.12408340722322464 (0.11826743773973672) | > loss_disc_real_1: 0.19978894293308258 (0.19543882056026698) | > loss_disc_real_2: 0.19060668349266052 (0.2105220316132162) | > loss_disc_real_3: 0.20463776588439941 (0.229893482509692) | > loss_disc_real_4: 0.19077669084072113 (0.2325480892589897) | > loss_disc_real_5: 0.19821952283382416 (0.2219752914206997) | > loss_0: 2.287473440170288 (2.3678821036770077) | > grad_norm_0: tensor(16.7416, device='cuda:0') (tensor(17.0249, device='cuda:0')) | > loss_gen: 2.5046701431274414 (2.4808292525589066) | > loss_kl: 1.9963334798812866 (2.0244107284363664) | > loss_feat: 7.363921165466309 (6.996033729261651) | > loss_mel: 16.676448822021484 (16.8906141299351) | > loss_duration: 2.237659215927124 (2.0445978436500396) | > loss_1: 30.779033660888672 (30.43648559424528) | > grad_norm_1: tensor(302.5117, device='cuda:0') (tensor(219.5029, device='cuda:0')) | > current_lr_0: 0.00017733841393927508 | > current_lr_1: 0.00017733841393927508 | > step_time: 0.5241 (0.40235796627724985) | > loader_time: 0.0071 (0.0047754072079992625)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6918325424194336 (2.6918325424194336) | > loss_disc_real_0: 0.17022448778152466 (0.17022448778152466) | > loss_disc_real_1: 0.2942180633544922 (0.2942180633544922) | > loss_disc_real_2: 0.2345794290304184 (0.2345794290304184) | > loss_disc_real_3: 0.26650288701057434 (0.26650288701057434) | > loss_disc_real_4: 0.275025337934494 (0.275025337934494) | > loss_disc_real_5: 0.269301176071167 (0.269301176071167) | > loss_0: 2.6918325424194336 (2.6918325424194336) | > loss_gen: 2.238630533218384 (2.238630533218384) | > loss_kl: 2.7203919887542725 (2.7203919887542725) | > loss_feat: 5.335356712341309 (5.335356712341309) | > loss_mel: 14.238532066345215 (14.238532066345215) | > loss_duration: 3.0834157466888428 (3.0834157466888428) | > loss_1: 27.6163272857666 (27.6163272857666)  --> STEP: 1 | > loss_disc: 2.5843913555145264 (2.5843913555145264) | > loss_disc_real_0: 0.16960085928440094 (0.16960085928440094) | > loss_disc_real_1: 0.20775702595710754 (0.20775702595710754) | > loss_disc_real_2: 0.17724187672138214 (0.17724187672138214) | > loss_disc_real_3: 0.20751650631427765 (0.20751650631427765) | > loss_disc_real_4: 0.22700290381908417 (0.22700290381908417) | > loss_disc_real_5: 0.16005529463291168 (0.16005529463291168) | > loss_0: 2.5843913555145264 (2.5843913555145264) | > loss_gen: 1.982158899307251 (1.982158899307251) | > loss_kl: 3.3397693634033203 (3.3397693634033203) | > loss_feat: 6.3800740242004395 (6.3800740242004395) | > loss_mel: 15.807705879211426 (15.807705879211426) | > loss_duration: 2.544156074523926 (2.544156074523926) | > loss_1: 30.053863525390625 (30.053863525390625)  --> STEP: 2 | > loss_disc: 2.4107797145843506 (2.4975855350494385) | > loss_disc_real_0: 0.088258758187294 (0.12892980873584747) | > loss_disc_real_1: 0.22133508324623108 (0.2145460546016693) | > loss_disc_real_2: 0.182857483625412 (0.18004968017339706) | > loss_disc_real_3: 0.16738896071910858 (0.18745273351669312) | > loss_disc_real_4: 0.2039778232574463 (0.21549036353826523) | > loss_disc_real_5: 0.18731234967708588 (0.17368382215499878) | > loss_0: 2.4107797145843506 (2.4975855350494385) | > loss_gen: 2.0845351219177246 (2.033347010612488) | > loss_kl: 3.51371169090271 (3.426740527153015) | > loss_feat: 6.165610313415527 (6.272842168807983) | > loss_mel: 17.901681900024414 (16.85469388961792) | > loss_duration: 2.528958797454834 (2.53655743598938) | > loss_1: 32.19449996948242 (31.124181747436523)  --> STEP: 3 | > loss_disc: 2.366375684738159 (2.453848918279012) | > loss_disc_real_0: 0.10882634669542313 (0.1222286547223727) | > loss_disc_real_1: 0.17792320251464844 (0.202338437239329) | > loss_disc_real_2: 0.14700660109519958 (0.16903532048066458) | > loss_disc_real_3: 0.22798027098178864 (0.20096191267172495) | > loss_disc_real_4: 0.1798199713230133 (0.20360023279984793) | > loss_disc_real_5: 0.23213018476963043 (0.19316594302654266) | > loss_0: 2.366375684738159 (2.453848918279012) | > loss_gen: 2.3027477264404297 (2.1231472492218018) | > loss_kl: 3.9763011932373047 (3.6099274158477783) | > loss_feat: 6.642612457275391 (6.396098931630452) | > loss_mel: 17.532060623168945 (17.080482800801594) | > loss_duration: 2.4541735649108887 (2.509096145629883) | > loss_1: 32.907894134521484 (31.71875254313151)  --> STEP: 4 | > loss_disc: 2.472565174102783 (2.458527982234955) | > loss_disc_real_0: 0.12763069570064545 (0.12357916496694088) | > loss_disc_real_1: 0.25341588258743286 (0.21510779857635498) | > loss_disc_real_2: 0.2395191639661789 (0.18665628135204315) | > loss_disc_real_3: 0.21131908893585205 (0.20355120673775673) | > loss_disc_real_4: 0.1632375866174698 (0.1935095712542534) | > loss_disc_real_5: 0.1941899210214615 (0.19342193752527237) | > loss_0: 2.472565174102783 (2.458527982234955) | > loss_gen: 2.1245217323303223 (2.123490869998932) | > loss_kl: 3.7617461681365967 (3.647882103919983) | > loss_feat: 6.6745805740356445 (6.4657193422317505) | > loss_mel: 17.352792739868164 (17.148560285568237) | > loss_duration: 2.4382972717285156 (2.491396427154541) | > loss_1: 32.35193634033203 (31.87704849243164)  --> STEP: 5 | > loss_disc: 2.277172565460205 (2.422256898880005) | > loss_disc_real_0: 0.20093190670013428 (0.13904971331357957) | > loss_disc_real_1: 0.22712185978889465 (0.21751061081886292) | > loss_disc_real_2: 0.20154888927936554 (0.18963480293750762) | > loss_disc_real_3: 0.2430771142244339 (0.21145638823509216) | > loss_disc_real_4: 0.19478633999824524 (0.19376492500305176) | > loss_disc_real_5: 0.21152670681476593 (0.19704289138317108) | > loss_0: 2.277172565460205 (2.422256898880005) | > loss_gen: 2.5280680656433105 (2.2044063091278074) | > loss_kl: 3.2979936599731445 (3.5779044151306154) | > loss_feat: 5.151637554168701 (6.202902984619141) | > loss_mel: 18.291112899780273 (17.377070808410643) | > loss_duration: 2.3842740058898926 (2.469971942901611) | > loss_1: 31.653085708618164 (31.832255935668947)  --> STEP: 6 | > loss_disc: 2.3530054092407227 (2.4107149839401245) | > loss_disc_real_0: 0.07638832181692123 (0.1286061480641365) | > loss_disc_real_1: 0.2375776767730713 (0.220855121811231) | > loss_disc_real_2: 0.19104976952075958 (0.18987063070138296) | > loss_disc_real_3: 0.22552545368671417 (0.21380123247702917) | > loss_disc_real_4: 0.18159061670303345 (0.19173587361971536) | > loss_disc_real_5: 0.16139331459999084 (0.19110129525264105) | > loss_0: 2.3530054092407227 (2.4107149839401245) | > loss_gen: 2.1708242893218994 (2.1988093058268228) | > loss_kl: 2.7760140895843506 (3.4442560275395713) | > loss_feat: 6.575824737548828 (6.265056610107422) | > loss_mel: 19.25809669494629 (17.690575122833252) | > loss_duration: 2.2812764644622803 (2.438522696495056) | > loss_1: 33.062034606933594 (32.03721904754639)  --> STEP: 7 | > loss_disc: 2.2045884132385254 (2.381268330982753) | > loss_disc_real_0: 0.16681499779224396 (0.13406455516815186) | > loss_disc_real_1: 0.23168286681175232 (0.22240194252559117) | > loss_disc_real_2: 0.15617094933986664 (0.18505639050688064) | > loss_disc_real_3: 0.21144255995750427 (0.21346427925995418) | > loss_disc_real_4: 0.17696353793144226 (0.18962553994996206) | > loss_disc_real_5: 0.18621377646923065 (0.1904030782835824) | > loss_0: 2.2045884132385254 (2.381268330982753) | > loss_gen: 2.737358331680298 (2.2757448809487477) | > loss_kl: 4.593167304992676 (3.608386210032872) | > loss_feat: 7.1101179122924805 (6.385779653276716) | > loss_mel: 19.249710083007812 (17.913308688572474) | > loss_duration: 2.5931193828582764 (2.4606079374040877) | > loss_1: 36.28347396850586 (32.64382689339774)  --> STEP: 8 | > loss_disc: 2.37316632270813 (2.3802555799484253) | > loss_disc_real_0: 0.09064880013465881 (0.12863758578896523) | > loss_disc_real_1: 0.1728370189666748 (0.21620632708072662) | > loss_disc_real_2: 0.1587682068347931 (0.18177036754786968) | > loss_disc_real_3: 0.3388238847255707 (0.22913422994315624) | > loss_disc_real_4: 0.226619154214859 (0.1942497417330742) | > loss_disc_real_5: 0.25634342432022095 (0.19864562153816223) | > loss_0: 2.37316632270813 (2.3802555799484253) | > loss_gen: 2.3617610931396484 (2.2864969074726105) | > loss_kl: 3.1094353199005127 (3.546017348766327) | > loss_feat: 9.632233619689941 (6.791586399078369) | > loss_mel: 17.298460006713867 (17.83645260334015) | > loss_duration: 2.3307342529296875 (2.4443737268447876) | > loss_1: 34.73262405395508 (32.90492653846741)  --> STEP: 9 | > loss_disc: 2.47841739654541 (2.3911624484592013) | > loss_disc_real_0: 0.14999450743198395 (0.13101057708263397) | > loss_disc_real_1: 0.16698183119297028 (0.2107369386487537) | > loss_disc_real_2: 0.19978547096252441 (0.18377204570505354) | > loss_disc_real_3: 0.21903730928897858 (0.22801234987046984) | > loss_disc_real_4: 0.21557952463626862 (0.1966197176112069) | > loss_disc_real_5: 0.21823343634605408 (0.20082204540570578) | > loss_0: 2.47841739654541 (2.3911624484592013) | > loss_gen: 2.155606269836426 (2.271953503290812) | > loss_kl: 2.836482524871826 (3.4671801461113825) | > loss_feat: 9.043586730957031 (7.041808658175999) | > loss_mel: 17.961593627929688 (17.850357161627876) | > loss_duration: 2.214597225189209 (2.418843004438612) | > loss_1: 34.21186447143555 (33.05014186435275)  --> STEP: 10 | > loss_disc: 2.672668218612671 (2.4193130254745485) | > loss_disc_real_0: 0.22020195424556732 (0.1399297147989273) | > loss_disc_real_1: 0.2631467580795288 (0.2159779205918312) | > loss_disc_real_2: 0.22993507981300354 (0.18838834911584854) | > loss_disc_real_3: 0.2604482173919678 (0.23125593662261962) | > loss_disc_real_4: 0.25797712802886963 (0.20275545865297318) | > loss_disc_real_5: 0.19872945547103882 (0.20061278641223906) | > loss_0: 2.672668218612671 (2.4193130254745485) | > loss_gen: 2.309907913208008 (2.275748944282532) | > loss_kl: 2.392669439315796 (3.3597290754318236) | > loss_feat: 6.136963367462158 (6.951324129104615) | > loss_mel: 17.36273765563965 (17.801595211029053) | > loss_duration: 2.3742313385009766 (2.4143818378448487) | > loss_1: 30.576509475708008 (32.80277862548828)  --> STEP: 11 | > loss_disc: 2.557992935180664 (2.431920289993286) | > loss_disc_real_0: 0.13490229845046997 (0.13947267694906754) | > loss_disc_real_1: 0.24288105964660645 (0.21842366050590167) | > loss_disc_real_2: 0.18396544456481934 (0.1879862668839368) | > loss_disc_real_3: 0.21489529311656952 (0.2297686053947969) | > loss_disc_real_4: 0.22012390196323395 (0.20433440804481506) | > loss_disc_real_5: 0.28869864344596863 (0.20862059159712357) | > loss_0: 2.557992935180664 (2.431920289993286) | > loss_gen: 2.2685558795928955 (2.2750950293107466) | > loss_kl: 3.6733734607696533 (3.3882422013716265) | > loss_feat: 6.254058837890625 (6.887936375357888) | > loss_mel: 17.04149627685547 (17.732495307922363) | > loss_duration: 2.5106916427612305 (2.4231372746554287) | > loss_1: 31.74817657470703 (32.7069057117809)  --> STEP: 12 | > loss_disc: 2.6622636318206787 (2.4511155684789023) | > loss_disc_real_0: 0.2415420114994049 (0.1479784548282623) | > loss_disc_real_1: 0.24256998300552368 (0.22043585404753685) | > loss_disc_real_2: 0.2820163667201996 (0.1958221085369587) | > loss_disc_real_3: 0.23323394358158112 (0.2300573835770289) | > loss_disc_real_4: 0.20413318276405334 (0.20431763927141824) | > loss_disc_real_5: 0.1821635514497757 (0.20641583825151125) | > loss_0: 2.6622636318206787 (2.4511155684789023) | > loss_gen: 2.3729586601257324 (2.283250331878662) | > loss_kl: 2.5660252571105957 (3.319724122683207) | > loss_feat: 4.642920017242432 (6.700851678848267) | > loss_mel: 15.784273147583008 (17.570143461227417) | > loss_duration: 2.2710893154144287 (2.4104666113853455) | > loss_1: 27.637266159057617 (32.28443574905396)  --> STEP: 13 | > loss_disc: 2.897228956222534 (2.48543198292072) | > loss_disc_real_0: 0.25515204668045044 (0.1562225772784306) | > loss_disc_real_1: 0.3125363886356354 (0.22752051055431366) | > loss_disc_real_2: 0.29556921124458313 (0.20349496259139135) | > loss_disc_real_3: 0.2768231928348541 (0.23365475351993853) | > loss_disc_real_4: 0.2728036046028137 (0.20958579045075637) | > loss_disc_real_5: 0.2677009105682373 (0.2111300745835671) | > loss_0: 2.897228956222534 (2.48543198292072) | > loss_gen: 2.3379244804382324 (2.2874560356140137) | > loss_kl: 3.5061793327331543 (3.3340668311485877) | > loss_feat: 5.24609899520874 (6.588947626260611) | > loss_mel: 13.945545196533203 (17.29132821009709) | > loss_duration: 2.3695168495178223 (2.4073166297032285) | > loss_1: 27.405263900756836 (31.90911483764649)  --> STEP: 14 | > loss_disc: 2.469592571258545 (2.484300596373422) | > loss_disc_real_0: 0.09434351325035095 (0.15180264413356778) | > loss_disc_real_1: 0.22404256463050842 (0.22727208584547043) | > loss_disc_real_2: 0.20064224302768707 (0.2032911969082696) | > loss_disc_real_3: 0.20313838124275208 (0.23147501264299666) | > loss_disc_real_4: 0.20315831899642944 (0.20912668534687587) | > loss_disc_real_5: 0.20982776582241058 (0.21103705252919877) | > loss_0: 2.469592571258545 (2.484300596373422) | > loss_gen: 2.269742965698242 (2.2861908163343156) | > loss_kl: 3.661316394805908 (3.3574417999812534) | > loss_feat: 6.562197685241699 (6.587036916187832) | > loss_mel: 18.611364364624023 (17.385616506849015) | > loss_duration: 2.4088053703308105 (2.407422968319484) | > loss_1: 33.513427734375 (32.02370861598424)  --> STEP: 15 | > loss_disc: 2.602858066558838 (2.492204427719116) | > loss_disc_real_0: 0.3313015103340149 (0.1637692352135976) | > loss_disc_real_1: 0.20590905845165253 (0.2258478840192159) | > loss_disc_real_2: 0.22667492926120758 (0.20485011239846548) | > loss_disc_real_3: 0.2808209955692291 (0.23476474483807883) | > loss_disc_real_4: 0.18512731790542603 (0.20752672751744589) | > loss_disc_real_5: 0.20204448699951172 (0.210437548160553) | > loss_0: 2.602858066558838 (2.492204427719116) | > loss_gen: 2.5049195289611816 (2.3007727305094403) | > loss_kl: 3.5313031673431396 (3.369032557805379) | > loss_feat: 7.372523784637451 (6.639402707417806) | > loss_mel: 18.162748336791992 (17.437425295511883) | > loss_duration: 2.39251446723938 (2.406429068247477) | > loss_1: 33.96400833129883 (32.153061930338545)  --> STEP: 16 | > loss_disc: 2.5448548793792725 (2.495495080947876) | > loss_disc_real_0: 0.1964712142944336 (0.16581310890614984) | > loss_disc_real_1: 0.2161518633365631 (0.2252418827265501) | > loss_disc_real_2: 0.20338280498981476 (0.2047584056854248) | > loss_disc_real_3: 0.3211861848831177 (0.24016608484089375) | > loss_disc_real_4: 0.20923593640327454 (0.20763355307281017) | > loss_disc_real_5: 0.2732997536659241 (0.21436643600463867) | > loss_0: 2.5448548793792725 (2.495495080947876) | > loss_gen: 2.299971342086792 (2.3007226437330246) | > loss_kl: 3.232456684112549 (3.3604965656995773) | > loss_feat: 10.328133583068848 (6.869948387145996) | > loss_mel: 17.835433959960938 (17.462300837039948) | > loss_duration: 2.452345848083496 (2.4092988669872284) | > loss_1: 36.14834213256836 (32.402766942977905)  --> STEP: 17 | > loss_disc: 2.597405195236206 (2.501489793553072) | > loss_disc_real_0: 0.1629847288131714 (0.16564673360656287) | > loss_disc_real_1: 0.28797659277915955 (0.22893215978846831) | > loss_disc_real_2: 0.2277269959449768 (0.20610949923010433) | > loss_disc_real_3: 0.25714045763015747 (0.24116457735790925) | > loss_disc_real_4: 0.21147996187210083 (0.2078598124139449) | > loss_disc_real_5: 0.186056450009346 (0.21270114271079793) | > loss_0: 2.597405195236206 (2.501489793553072) | > loss_gen: 2.231452703475952 (2.2966479413649616) | > loss_kl: 2.746535539627075 (3.324381211224724) | > loss_feat: 7.299233913421631 (6.895200476926916) | > loss_mel: 17.250244140625 (17.44982691372142) | > loss_duration: 2.5330240726470947 (2.416576820261338) | > loss_1: 32.060489654541016 (32.38263298483456)  --> STEP: 18 | > loss_disc: 2.4965202808380127 (2.501213709513346) | > loss_disc_real_0: 0.10310009121894836 (0.1621719201405843) | > loss_disc_real_1: 0.22317788004875183 (0.22861247758070627) | > loss_disc_real_2: 0.16504059731960297 (0.2038278935684098) | > loss_disc_real_3: 0.23919637501239777 (0.24105523278315863) | > loss_disc_real_4: 0.19505524635314941 (0.2071484476327896) | > loss_disc_real_5: 0.21277298033237457 (0.2127051336897744) | > loss_0: 2.4965202808380127 (2.501213709513346) | > loss_gen: 2.0068984031677246 (2.2805507447984485) | > loss_kl: 3.534665107727051 (3.336063649919298) | > loss_feat: 7.0288825035095215 (6.902627256181505) | > loss_mel: 18.1785888671875 (17.490313688913982) | > loss_duration: 2.309504508972168 (2.410628358523051) | > loss_1: 33.05854034423828 (32.42018339369032)  --> STEP: 19 | > loss_disc: 2.694817304611206 (2.5114033724132336) | > loss_disc_real_0: 0.20551538467407227 (0.164453155116031) | > loss_disc_real_1: 0.29686087369918823 (0.23220449842904745) | > loss_disc_real_2: 0.20150865614414215 (0.20370582844081678) | > loss_disc_real_3: 0.34650087356567383 (0.2466050033506594) | > loss_disc_real_4: 0.20620989799499512 (0.207099050283432) | > loss_disc_real_5: 0.18157318234443665 (0.21106660993475662) | > loss_0: 2.694817304611206 (2.5114033724132336) | > loss_gen: 2.4334146976470947 (2.2885962160010087) | > loss_kl: 2.683011293411255 (3.30169247326098) | > loss_feat: 7.15881872177124 (6.916111017528333) | > loss_mel: 15.930790901184082 (17.408233542191354) | > loss_duration: 2.3695316314697266 (2.4084653728886654) | > loss_1: 30.5755672454834 (32.32309833325838)  --> STEP: 20 | > loss_disc: 2.688142776489258 (2.520240342617035) | > loss_disc_real_0: 0.21939006447792053 (0.16720000058412549) | > loss_disc_real_1: 0.28744402527809143 (0.23496647477149962) | > loss_disc_real_2: 0.22244323790073395 (0.20464269891381265) | > loss_disc_real_3: 0.27143603563308716 (0.2478465549647808) | > loss_disc_real_4: 0.2056346833705902 (0.20702583193778992) | > loss_disc_real_5: 0.21394722163677216 (0.2112106405198574) | > loss_0: 2.688142776489258 (2.520240342617035) | > loss_gen: 2.143526315689087 (2.2813427209854127) | > loss_kl: 2.9745583534240723 (3.2853357672691343) | > loss_feat: 4.680627822875977 (6.8043368577957155) | > loss_mel: 17.037931442260742 (17.389718437194823) | > loss_duration: 2.3727526664733887 (2.4066797375679014) | > loss_1: 29.209396362304688 (32.16741323471069)  --> STEP: 21 | > loss_disc: 2.4430360794067383 (2.5165639491308305) | > loss_disc_real_0: 0.24230365455150604 (0.17077636505876265) | > loss_disc_real_1: 0.2574583888053894 (0.23603751829692296) | > loss_disc_real_2: 0.19915644824504852 (0.20438144888196672) | > loss_disc_real_3: 0.25533443689346313 (0.24820312077090853) | > loss_disc_real_4: 0.18438778817653656 (0.2059478298539207) | > loss_disc_real_5: 0.1799837350845337 (0.20972364502293722) | > loss_0: 2.4430360794067383 (2.5165639491308305) | > loss_gen: 2.5032219886779785 (2.291908400399344) | > loss_kl: 2.7593960762023926 (3.26029102007548) | > loss_feat: 5.419619560241699 (6.738397938864572) | > loss_mel: 13.073063850402832 (17.184163456871396) | > loss_duration: 2.252645969390869 (2.399344796226138) | > loss_1: 26.007946014404297 (31.87410527183896)  --> STEP: 22 | > loss_disc: 2.4157989025115967 (2.511983719739047) | > loss_disc_real_0: 0.10168026387691498 (0.16763563318686048) | > loss_disc_real_1: 0.20496903359889984 (0.23462531444701282) | > loss_disc_real_2: 0.1608016937971115 (0.2024005509235642) | > loss_disc_real_3: 0.18431517481803894 (0.24529912322759628) | > loss_disc_real_4: 0.1864100694656372 (0.20505974983627145) | > loss_disc_real_5: 0.24437068402767181 (0.21129851043224335) | > loss_0: 2.4157989025115967 (2.511983719739047) | > loss_gen: 2.2620797157287598 (2.2905525510961358) | > loss_kl: 2.5542361736297607 (3.228197617964311) | > loss_feat: 7.271153926849365 (6.7626141201366075) | > loss_mel: 18.32468032836914 (17.236005132848565) | > loss_duration: 2.197892665863037 (2.3901878812096338) | > loss_1: 32.610042572021484 (31.9075569673018)  --> STEP: 23 | > loss_disc: 2.5290427207946777 (2.5127254154371177) | > loss_disc_real_0: 0.19475716352462769 (0.16881483015806775) | > loss_disc_real_1: 0.20352274179458618 (0.233273028679516) | > loss_disc_real_2: 0.24439989030361176 (0.20422660915747934) | > loss_disc_real_3: 0.26907041668891907 (0.24633265772591467) | > loss_disc_real_4: 0.1875230073928833 (0.20429728277351544) | > loss_disc_real_5: 0.1915968358516693 (0.21044191588526187) | > loss_0: 2.5290427207946777 (2.5127254154371177) | > loss_gen: 2.4028351306915283 (2.295434402382892) | > loss_kl: 3.2351536750793457 (3.228500055230182) | > loss_feat: 6.587344646453857 (6.7549937082373575) | > loss_mel: 16.916263580322266 (17.222103326216985) | > loss_duration: 2.338496446609497 (2.387940427531367) | > loss_1: 31.48009490966797 (31.888971660448156)  --> STEP: 24 | > loss_disc: 2.6415538787841797 (2.5180932680765786) | > loss_disc_real_0: 0.0857057198882103 (0.16535195056349036) | > loss_disc_real_1: 0.27565228939056396 (0.235038831209143) | > loss_disc_real_2: 0.19952617585659027 (0.20403075776994228) | > loss_disc_real_3: 0.23160597681999207 (0.24571904602150121) | > loss_disc_real_4: 0.18922604620456696 (0.2036693145831426) | > loss_disc_real_5: 0.20620998740196228 (0.21026558553179106) | > loss_0: 2.6415538787841797 (2.5180932680765786) | > loss_gen: 2.1458852291107178 (2.289203186829885) | > loss_kl: 3.1767044067382812 (3.2263419032096863) | > loss_feat: 6.350655555725098 (6.738146285216014) | > loss_mel: 17.69603729248047 (17.2418505748113) | > loss_duration: 2.484766960144043 (2.3919748663902287) | > loss_1: 31.854049682617188 (31.887516578038532)  --> STEP: 25 | > loss_disc: 2.7416179180145264 (2.527034254074097) | > loss_disc_real_0: 0.30352887511253357 (0.1708790275454521) | > loss_disc_real_1: 0.27520987391471863 (0.23664567291736602) | > loss_disc_real_2: 0.24664655327796936 (0.20573538959026336) | > loss_disc_real_3: 0.2976670265197754 (0.2477969652414322) | > loss_disc_real_4: 0.17181433737277985 (0.20239511549472808) | > loss_disc_real_5: 0.18444477021694183 (0.20923275291919707) | > loss_0: 2.7416179180145264 (2.527034254074097) | > loss_gen: 2.4212684631347656 (2.2944857978820803) | > loss_kl: 3.61173939704895 (3.241757802963257) | > loss_feat: 6.2465996742248535 (6.718484420776367) | > loss_mel: 15.012762069702148 (17.152687034606934) | > loss_duration: 2.381070137023926 (2.3915386772155767) | > loss_1: 29.673439025878906 (31.79895347595215)  --> STEP: 26 | > loss_disc: 2.7015368938446045 (2.53374589406527) | > loss_disc_real_0: 0.31457626819610596 (0.17640584449355415) | > loss_disc_real_1: 0.17748108506202698 (0.23437011184600684) | > loss_disc_real_2: 0.2575698792934418 (0.2077290238096164) | > loss_disc_real_3: 0.15101061761379242 (0.2440744134095999) | > loss_disc_real_4: 0.06797780096530914 (0.19722521878205812) | > loss_disc_real_5: 0.06630106270313263 (0.20373538021857923) | > loss_0: 2.7015368938446045 (2.53374589406527) | > loss_gen: 1.8205472230911255 (2.2762573911593513) | > loss_kl: 2.668449878692627 (3.219707498183617) | > loss_feat: 14.315120697021484 (7.010662739093487) | > loss_mel: 21.241350173950195 (17.30994330919706) | > loss_duration: 2.2725582122802734 (2.386962505487296) | > loss_1: 42.318031311035156 (32.20353339268611) --> EVAL PERFORMANCE | > avg_loader_time: 0.002555443690373347 (+4.845399122971718e-05) | > avg_loss_disc: 2.53374589406527 (+0.00945802835317755) | > avg_loss_disc_real_0: 0.17640584449355415 (+0.05276114020783164) | > avg_loss_disc_real_1: 0.23437011184600684 (-0.010133475638352901) | > avg_loss_disc_real_2: 0.2077290238096164 (-0.05508052443082517) | > avg_loss_disc_real_3: 0.2440744134095999 (-0.002245310407418405) | > avg_loss_disc_real_4: 0.19722521878205812 (-0.042379641189024986) | > avg_loss_disc_real_5: 0.20373538021857923 (-0.015969417416132392) | > avg_loss_0: 2.53374589406527 (+0.00945802835317755) | > avg_loss_gen: 2.2762573911593513 (+0.027903203780834662) | > avg_loss_kl: 3.219707498183617 (+0.21327808270087578) | > avg_loss_feat: 7.010662739093487 (+0.3838101533743048) | > avg_loss_mel: 17.30994330919706 (+0.57783933786245) | > avg_loss_duration: 2.386962505487296 (+0.019574587161724555) | > avg_loss_1: 32.20353339268611 (+1.2224054336547852)  > EPOCH: 963/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 09:59:19)   --> TIME: 2024-06-12 09:59:24 -- STEP: 9/330 -- GLOBAL_STEP: 405800 | > loss_disc: 2.35695481300354 (2.3670861456129284) | > loss_disc_real_0: 0.1010623350739479 (0.11324958917167452) | > loss_disc_real_1: 0.20077601075172424 (0.1862645430697335) | > loss_disc_real_2: 0.2526679039001465 (0.20320630735821194) | > loss_disc_real_3: 0.21645835041999817 (0.23441620667775473) | > loss_disc_real_4: 0.2342689037322998 (0.22425760163201225) | > loss_disc_real_5: 0.2531999945640564 (0.22825099527835846) | > loss_0: 2.35695481300354 (2.3670861456129284) | > grad_norm_0: tensor(5.7351, device='cuda:0') (tensor(8.5341, device='cuda:0')) | > loss_gen: 2.5300018787384033 (2.4838653670416937) | > loss_kl: 2.1388425827026367 (2.022265844874912) | > loss_feat: 6.46201753616333 (6.700727621714274) | > loss_mel: 17.961151123046875 (17.64991527133518) | > loss_duration: 2.037304401397705 (2.09552710586124) | > loss_1: 31.129318237304688 (30.952301237318252) | > grad_norm_1: tensor(49.3310, device='cuda:0') (tensor(70.9252, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3535 (0.3711373541090224) | > loader_time: 0.0029 (0.0031556818220350477)  --> TIME: 2024-06-12 09:59:33 -- STEP: 34/330 -- GLOBAL_STEP: 405825 | > loss_disc: 2.2743773460388184 (2.3429707288742074) | > loss_disc_real_0: 0.08099545538425446 (0.10761730942656011) | > loss_disc_real_1: 0.19205452501773834 (0.18988001083626466) | > loss_disc_real_2: 0.19194966554641724 (0.2048019438105471) | > loss_disc_real_3: 0.20989860594272614 (0.22965553052285137) | > loss_disc_real_4: 0.2255205363035202 (0.2331125350559459) | > loss_disc_real_5: 0.22940170764923096 (0.22532067623208551) | > loss_0: 2.2743773460388184 (2.3429707288742074) | > grad_norm_0: tensor(11.9031, device='cuda:0') (tensor(9.5688, device='cuda:0')) | > loss_gen: 2.4746527671813965 (2.486669820897719) | > loss_kl: 2.1029486656188965 (1.9622217907625086) | > loss_feat: 6.843538284301758 (6.852521728066837) | > loss_mel: 16.773273468017578 (17.28759535621195) | > loss_duration: 1.9843640327453613 (1.9995972093413859) | > loss_1: 30.17877769470215 (30.588605768540326) | > grad_norm_1: tensor(97.3930, device='cuda:0') (tensor(91.9157, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3565 (0.36495361608617444) | > loader_time: 0.004 (0.0033007509568158317)  --> TIME: 2024-06-12 09:59:42 -- STEP: 59/330 -- GLOBAL_STEP: 405850 | > loss_disc: 2.504002332687378 (2.342891870918921) | > loss_disc_real_0: 0.1007823795080185 (0.10548563490984804) | > loss_disc_real_1: 0.26051679253578186 (0.19302484443632223) | > loss_disc_real_2: 0.22331036627292633 (0.2084727501970227) | > loss_disc_real_3: 0.23835600912570953 (0.22937615291546967) | > loss_disc_real_4: 0.23946864902973175 (0.2332987987388999) | > loss_disc_real_5: 0.2550417482852936 (0.22412351784059556) | > loss_0: 2.504002332687378 (2.342891870918921) | > grad_norm_0: tensor(26.0019, device='cuda:0') (tensor(9.8541, device='cuda:0')) | > loss_gen: 2.3336777687072754 (2.4901546744977003) | > loss_kl: 2.0226664543151855 (1.9756862955578303) | > loss_feat: 6.118036270141602 (6.940483214491505) | > loss_mel: 16.35051155090332 (17.194819531198274) | > loss_duration: 1.9387037754058838 (1.9805510286557473) | > loss_1: 28.763595581054688 (30.58169484542588) | > grad_norm_1: tensor(206.0510, device='cuda:0') (tensor(108.2885, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3685 (0.3649512185888775) | > loader_time: 0.0039 (0.003505799729945296)  --> TIME: 2024-06-12 09:59:52 -- STEP: 84/330 -- GLOBAL_STEP: 405875 | > loss_disc: 2.387861728668213 (2.3487082549503873) | > loss_disc_real_0: 0.10270272195339203 (0.10696332626754329) | > loss_disc_real_1: 0.18059752881526947 (0.192528742232493) | > loss_disc_real_2: 0.23783908784389496 (0.2083817379815238) | > loss_disc_real_3: 0.22159098088741302 (0.2284172647410915) | > loss_disc_real_4: 0.22544538974761963 (0.2327852589743478) | > loss_disc_real_5: 0.2134130597114563 (0.224537453658524) | > loss_0: 2.387861728668213 (2.3487082549503873) | > grad_norm_0: tensor(9.3967, device='cuda:0') (tensor(9.8561, device='cuda:0')) | > loss_gen: 2.4413633346557617 (2.4785553926513306) | > loss_kl: 2.1086723804473877 (2.002364002522968) | > loss_feat: 6.686141490936279 (6.9598696913037985) | > loss_mel: 16.635190963745117 (17.16251808121091) | > loss_duration: 2.0593156814575195 (1.975720716374261) | > loss_1: 29.930683135986328 (30.57902803875151) | > grad_norm_1: tensor(99.5892, device='cuda:0') (tensor(107.5722, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3763 (0.36717909858340303) | > loader_time: 0.0038 (0.0036055190222603934)  --> TIME: 2024-06-12 10:00:01 -- STEP: 109/330 -- GLOBAL_STEP: 405900 | > loss_disc: 2.319420576095581 (2.3500323558072433) | > loss_disc_real_0: 0.09106387943029404 (0.10854539288840162) | > loss_disc_real_1: 0.1870419681072235 (0.1927551843157602) | > loss_disc_real_2: 0.1853000819683075 (0.20883842127038799) | > loss_disc_real_3: 0.24962948262691498 (0.2293509664612079) | > loss_disc_real_4: 0.23494359850883484 (0.23296315598925318) | > loss_disc_real_5: 0.2170613706111908 (0.22457095461154203) | > loss_0: 2.319420576095581 (2.3500323558072433) | > grad_norm_0: tensor(6.9045, device='cuda:0') (tensor(9.5983, device='cuda:0')) | > loss_gen: 2.4787216186523438 (2.479492467477782) | > loss_kl: 2.190558433532715 (2.0114095987529925) | > loss_feat: 6.89446496963501 (6.955854665248766) | > loss_mel: 16.783275604248047 (17.149964000106962) | > loss_duration: 1.930978536605835 (1.977068633114526) | > loss_1: 30.277999877929688 (30.57378950906456) | > grad_norm_1: tensor(68.7871, device='cuda:0') (tensor(106.9817, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3665 (0.3685335522397942) | > loader_time: 0.0038 (0.0037357632173310724)  --> TIME: 2024-06-12 10:00:11 -- STEP: 134/330 -- GLOBAL_STEP: 405925 | > loss_disc: 2.5060532093048096 (2.3499777441594136) | > loss_disc_real_0: 0.1497010737657547 (0.10909086438034897) | > loss_disc_real_1: 0.20601364970207214 (0.1924242202692957) | > loss_disc_real_2: 0.2926880121231079 (0.20909330649162405) | > loss_disc_real_3: 0.2301105260848999 (0.2288677030757292) | > loss_disc_real_4: 0.21447566151618958 (0.23243016860823132) | > loss_disc_real_5: 0.18778280913829803 (0.22306195457479847) | > loss_0: 2.5060532093048096 (2.3499777441594136) | > grad_norm_0: tensor(16.7687, device='cuda:0') (tensor(9.3514, device='cuda:0')) | > loss_gen: 2.45572829246521 (2.479302091385003) | > loss_kl: 1.9451138973236084 (2.0138544564816487) | > loss_feat: 7.240178108215332 (6.945177024869777) | > loss_mel: 17.194547653198242 (17.126720150904877) | > loss_duration: 1.9934805631637573 (1.9810135595834077) | > loss_1: 30.829050064086914 (30.54606745136318) | > grad_norm_1: tensor(84.8432, device='cuda:0') (tensor(109.5655, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3727 (0.36928416721856416) | > loader_time: 0.0039 (0.0038465243666919308)  --> TIME: 2024-06-12 10:00:21 -- STEP: 159/330 -- GLOBAL_STEP: 405950 | > loss_disc: 2.3819098472595215 (2.359063689813674) | > loss_disc_real_0: 0.12982189655303955 (0.11118173603929064) | > loss_disc_real_1: 0.2189357429742813 (0.19422859553271118) | > loss_disc_real_2: 0.21210528910160065 (0.20961232099143215) | > loss_disc_real_3: 0.1974683254957199 (0.23033386056528152) | > loss_disc_real_4: 0.23902741074562073 (0.23317604001213169) | > loss_disc_real_5: 0.21861696243286133 (0.22407967123970296) | > loss_0: 2.3819098472595215 (2.359063689813674) | > grad_norm_0: tensor(13.5177, device='cuda:0') (tensor(9.6673, device='cuda:0')) | > loss_gen: 2.421088933944702 (2.470175545170622) | > loss_kl: 2.0604419708251953 (2.0183542104637104) | > loss_feat: 6.334229946136475 (6.912901986320064) | > loss_mel: 16.641393661499023 (17.104006563342598) | > loss_duration: 2.003188133239746 (1.9851882832605134) | > loss_1: 29.460342407226562 (30.4906267250109) | > grad_norm_1: tensor(106.3615, device='cuda:0') (tensor(111.9692, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.3696 (0.37183443405343314) | > loader_time: 0.0045 (0.0039257733327037895)  --> TIME: 2024-06-12 10:00:31 -- STEP: 184/330 -- GLOBAL_STEP: 405975 | > loss_disc: 2.4868741035461426 (2.3656664011271102) | > loss_disc_real_0: 0.13996341824531555 (0.11269918529559737) | > loss_disc_real_1: 0.21563217043876648 (0.19476435916579288) | > loss_disc_real_2: 0.23454412817955017 (0.20998257301423862) | > loss_disc_real_3: 0.2655377984046936 (0.23045144602656364) | > loss_disc_real_4: 0.23473075032234192 (0.23320286801975706) | > loss_disc_real_5: 0.21960212290287018 (0.22377817446123) | > loss_0: 2.4868741035461426 (2.3656664011271102) | > grad_norm_0: tensor(27.3822, device='cuda:0') (tensor(10.5113, device='cuda:0')) | > loss_gen: 2.2864317893981934 (2.4649464682392446) | > loss_kl: 1.9860665798187256 (2.023998215794563) | > loss_feat: 6.386270046234131 (6.904974051143812) | > loss_mel: 16.03384780883789 (17.074726628220606) | > loss_duration: 2.0244832038879395 (1.9926706695038339) | > loss_1: 28.717100143432617 (30.46131618126579) | > grad_norm_1: tensor(70.8326, device='cuda:0') (tensor(128.2134, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.4031 (0.3746334858562636) | > loader_time: 0.0043 (0.004021429497262709)  --> TIME: 2024-06-12 10:00:41 -- STEP: 209/330 -- GLOBAL_STEP: 406000 | > loss_disc: 2.4209046363830566 (2.367535062954187) | > loss_disc_real_0: 0.10704609751701355 (0.11345829219338996) | > loss_disc_real_1: 0.1812317818403244 (0.19488510197144376) | > loss_disc_real_2: 0.21393045783042908 (0.21002418109389584) | > loss_disc_real_3: 0.23888550698757172 (0.23011881997140402) | > loss_disc_real_4: 0.25568151473999023 (0.23374756643076264) | > loss_disc_real_5: 0.2870844602584839 (0.2238874267875863) | > loss_0: 2.4209046363830566 (2.367535062954187) | > grad_norm_0: tensor(55.5978, device='cuda:0') (tensor(12.5412, device='cuda:0')) | > loss_gen: 2.6289398670196533 (2.46975841818814) | > loss_kl: 2.0347769260406494 (2.0273510075071783) | > loss_feat: 6.832359790802002 (6.923047930429997) | > loss_mel: 16.78081703186035 (17.04070274681566) | > loss_duration: 2.097574472427368 (2.0019230665772727) | > loss_1: 30.374467849731445 (30.46278329329057) | > grad_norm_1: tensor(439.2321, device='cuda:0') (tensor(156.0135, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.4098 (0.3786694512983259) | > loader_time: 0.0058 (0.004142667688251114) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_406000.pth  --> TIME: 2024-06-12 10:00:57 -- STEP: 234/330 -- GLOBAL_STEP: 406025 | > loss_disc: 2.3144571781158447 (2.3702430959440703) | > loss_disc_real_0: 0.10630287230014801 (0.11467807857781394) | > loss_disc_real_1: 0.23295104503631592 (0.19560446940426135) | > loss_disc_real_2: 0.23922088742256165 (0.21076597572646588) | > loss_disc_real_3: 0.2283850759267807 (0.23083670749368831) | > loss_disc_real_4: 0.24363793432712555 (0.23366867368802047) | > loss_disc_real_5: 0.2561495304107666 (0.22317889320035267) | > loss_0: 2.3144571781158447 (2.3702430959440703) | > grad_norm_0: tensor(42.7534, device='cuda:0') (tensor(14.7339, device='cuda:0')) | > loss_gen: 2.5588572025299072 (2.473035615733545) | > loss_kl: 2.0886390209198 (2.0311848409155484) | > loss_feat: 6.790998458862305 (6.925351248847114) | > loss_mel: 16.99978256225586 (17.014794777601193) | > loss_duration: 2.0837888717651367 (2.0108264241463103) | > loss_1: 30.52206802368164 (30.455192997924282) | > grad_norm_1: tensor(444.7836, device='cuda:0') (tensor(182.9159, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.4181 (0.3833704117016915) | > loader_time: 0.0055 (0.004285254030146151)  --> TIME: 2024-06-12 10:01:08 -- STEP: 259/330 -- GLOBAL_STEP: 406050 | > loss_disc: 2.3187994956970215 (2.374709196532555) | > loss_disc_real_0: 0.10011385381221771 (0.11577418368870687) | > loss_disc_real_1: 0.20748209953308105 (0.19613525852503463) | > loss_disc_real_2: 0.19145599007606506 (0.21058155130235384) | > loss_disc_real_3: 0.2074684053659439 (0.23079406352116794) | > loss_disc_real_4: 0.2287653386592865 (0.23418542363008477) | > loss_disc_real_5: 0.19624733924865723 (0.22436955743774945) | > loss_0: 2.3187994956970215 (2.374709196532555) | > grad_norm_0: tensor(12.5165, device='cuda:0') (tensor(15.1097, device='cuda:0')) | > loss_gen: 2.5682692527770996 (2.4688477912004383) | > loss_kl: 1.9764631986618042 (2.038608808775206) | > loss_feat: 6.893996715545654 (6.926334712496136) | > loss_mel: 16.68929100036621 (16.971713231797384) | > loss_duration: 2.1245415210723877 (2.019155560773313) | > loss_1: 30.252561569213867 (30.424660192953574) | > grad_norm_1: tensor(216.8724, device='cuda:0') (tensor(187.5136, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.4252 (0.3874427425355065) | > loader_time: 0.0055 (0.004407713311979669)  --> TIME: 2024-06-12 10:01:20 -- STEP: 284/330 -- GLOBAL_STEP: 406075 | > loss_disc: 2.4757301807403564 (2.3762685035316036) | > loss_disc_real_0: 0.11485014855861664 (0.1170548094357823) | > loss_disc_real_1: 0.20329435169696808 (0.19622346186931702) | > loss_disc_real_2: 0.22124449908733368 (0.21095919687773135) | > loss_disc_real_3: 0.22865621745586395 (0.23058918307364826) | > loss_disc_real_4: 0.2556392252445221 (0.23401412845287525) | > loss_disc_real_5: 0.23514170944690704 (0.22429312613438548) | > loss_0: 2.4757301807403564 (2.3762685035316036) | > grad_norm_0: tensor(12.8446, device='cuda:0') (tensor(14.9810, device='cuda:0')) | > loss_gen: 2.4458231925964355 (2.463668182702131) | > loss_kl: 2.094994068145752 (2.0419822146355266) | > loss_feat: 6.68708610534668 (6.914184456140224) | > loss_mel: 16.12541961669922 (16.91705808841007) | > loss_duration: 2.1519839763641357 (2.029254263135751) | > loss_1: 29.505306243896484 (30.36614729652942) | > grad_norm_1: tensor(208.2655, device='cuda:0') (tensor(183.4329, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.4538 (0.3925581205059105) | > loader_time: 0.0067 (0.004547125017139274)  --> TIME: 2024-06-12 10:01:32 -- STEP: 309/330 -- GLOBAL_STEP: 406100 | > loss_disc: 2.4356935024261475 (2.379274101319051) | > loss_disc_real_0: 0.13192367553710938 (0.11857030868626721) | > loss_disc_real_1: 0.17137017846107483 (0.19682375165636873) | > loss_disc_real_2: 0.22437825798988342 (0.21144975774882285) | > loss_disc_real_3: 0.24213016033172607 (0.23034313663502728) | > loss_disc_real_4: 0.21861344575881958 (0.23370469995686924) | > loss_disc_real_5: 0.2503470480442047 (0.22401318180715382) | > loss_0: 2.4356935024261475 (2.379274101319051) | > grad_norm_0: tensor(21.2092, device='cuda:0') (tensor(14.9992, device='cuda:0')) | > loss_gen: 2.4077327251434326 (2.458979891341867) | > loss_kl: 2.083587169647217 (2.044557016644279) | > loss_feat: 5.9762468338012695 (6.916302690228212) | > loss_mel: 15.764301300048828 (16.866229261009444) | > loss_duration: 2.21661376953125 (2.0415548726578767) | > loss_1: 28.4484806060791 (30.327623824085617) | > grad_norm_1: tensor(418.0715, device='cuda:0') (tensor(187.2642, device='cuda:0')) | > current_lr_0: 0.00017731624663753267 | > current_lr_1: 0.00017731624663753267 | > step_time: 0.503 (0.3996273792291536) | > loader_time: 0.007 (0.004720821349751986)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6402180194854736 (2.6402180194854736) | > loss_disc_real_0: 0.09176050871610641 (0.09176050871610641) | > loss_disc_real_1: 0.29092782735824585 (0.29092782735824585) | > loss_disc_real_2: 0.20363454520702362 (0.20363454520702362) | > loss_disc_real_3: 0.21424292027950287 (0.21424292027950287) | > loss_disc_real_4: 0.27792030572891235 (0.27792030572891235) | > loss_disc_real_5: 0.28401389718055725 (0.28401389718055725) | > loss_0: 2.6402180194854736 (2.6402180194854736) | > loss_gen: 2.1095523834228516 (2.1095523834228516) | > loss_kl: 2.399078607559204 (2.399078607559204) | > loss_feat: 7.213425159454346 (7.213425159454346) | > loss_mel: 17.643632888793945 (17.643632888793945) | > loss_duration: 3.2946150302886963 (3.2946150302886963) | > loss_1: 32.66030502319336 (32.66030502319336)  --> STEP: 1 | > loss_disc: 2.4267542362213135 (2.4267542362213135) | > loss_disc_real_0: 0.1011820062994957 (0.1011820062994957) | > loss_disc_real_1: 0.20450051128864288 (0.20450051128864288) | > loss_disc_real_2: 0.15844085812568665 (0.15844085812568665) | > loss_disc_real_3: 0.21885442733764648 (0.21885442733764648) | > loss_disc_real_4: 0.27549970149993896 (0.27549970149993896) | > loss_disc_real_5: 0.339579701423645 (0.339579701423645) | > loss_0: 2.4267542362213135 (2.4267542362213135) | > loss_gen: 2.287109136581421 (2.287109136581421) | > loss_kl: 3.799417734146118 (3.799417734146118) | > loss_feat: 7.052080154418945 (7.052080154418945) | > loss_mel: 17.12986946105957 (17.12986946105957) | > loss_duration: 2.6159205436706543 (2.6159205436706543) | > loss_1: 32.884395599365234 (32.884395599365234)  --> STEP: 2 | > loss_disc: 2.52138090133667 (2.4740675687789917) | > loss_disc_real_0: 0.14311614632606506 (0.12214907631278038) | > loss_disc_real_1: 0.16499222815036774 (0.1847463697195053) | > loss_disc_real_2: 0.1668645292520523 (0.16265269368886948) | > loss_disc_real_3: 0.2515315115451813 (0.23519296944141388) | > loss_disc_real_4: 0.311569482088089 (0.293534591794014) | > loss_disc_real_5: 0.29595184326171875 (0.3177657723426819) | > loss_0: 2.52138090133667 (2.4740675687789917) | > loss_gen: 2.1601040363311768 (2.223606586456299) | > loss_kl: 3.278907060623169 (3.5391623973846436) | > loss_feat: 5.954972743988037 (6.503526449203491) | > loss_mel: 17.870281219482422 (17.500075340270996) | > loss_duration: 2.4999136924743652 (2.5579171180725098) | > loss_1: 31.764179229736328 (32.32428741455078)  --> STEP: 3 | > loss_disc: 2.2906601428985596 (2.412931760152181) | > loss_disc_real_0: 0.1332080066204071 (0.12583538641532263) | > loss_disc_real_1: 0.17534424364566803 (0.18161232769489288) | > loss_disc_real_2: 0.20466652512550354 (0.1766573041677475) | > loss_disc_real_3: 0.23752805590629578 (0.2359713315963745) | > loss_disc_real_4: 0.308998703956604 (0.29868929584821063) | > loss_disc_real_5: 0.266814649105072 (0.30078206459681195) | > loss_0: 2.2906601428985596 (2.412931760152181) | > loss_gen: 2.566917896270752 (2.338043689727783) | > loss_kl: 2.845332384109497 (3.307885726292928) | > loss_feat: 6.917118072509766 (6.641390323638916) | > loss_mel: 16.315244674682617 (17.10513178507487) | > loss_duration: 2.4190173149108887 (2.5116171836853027) | > loss_1: 31.063629150390625 (31.904067993164062)  --> STEP: 4 | > loss_disc: 2.6795639991760254 (2.479589819908142) | > loss_disc_real_0: 0.14894559979438782 (0.13161293976008892) | > loss_disc_real_1: 0.17733794450759888 (0.18054373189806938) | > loss_disc_real_2: 0.15999357402324677 (0.17249137163162231) | > loss_disc_real_3: 0.2916869819164276 (0.2499002441763878) | > loss_disc_real_4: 0.2631053626537323 (0.28979331254959106) | > loss_disc_real_5: 0.2682585120201111 (0.2926511764526367) | > loss_0: 2.6795639991760254 (2.479589819908142) | > loss_gen: 1.9470077753067017 (2.240284711122513) | > loss_kl: 3.6880605220794678 (3.402929425239563) | > loss_feat: 4.724597454071045 (6.162192106246948) | > loss_mel: 15.939009666442871 (16.81360125541687) | > loss_duration: 2.4185824394226074 (2.488358497619629) | > loss_1: 28.71725845336914 (31.107365608215332)  --> STEP: 5 | > loss_disc: 2.469581127166748 (2.477588081359863) | > loss_disc_real_0: 0.10745653510093689 (0.1267816588282585) | > loss_disc_real_1: 0.17161549627780914 (0.17875808477401733) | > loss_disc_real_2: 0.19843880832195282 (0.1776808589696884) | > loss_disc_real_3: 0.23434782028198242 (0.24678975939750672) | > loss_disc_real_4: 0.2459518015384674 (0.2810250103473663) | > loss_disc_real_5: 0.24168337881565094 (0.2824576169252396) | > loss_0: 2.469581127166748 (2.477588081359863) | > loss_gen: 2.1091485023498535 (2.214057469367981) | > loss_kl: 2.264498472213745 (3.1752432346343995) | > loss_feat: 5.90926456451416 (6.111606597900391) | > loss_mel: 17.69133758544922 (16.98914852142334) | > loss_duration: 2.287973403930664 (2.448281478881836) | > loss_1: 30.262222290039062 (30.93833694458008)  --> STEP: 6 | > loss_disc: 2.5188958644866943 (2.484472711881002) | > loss_disc_real_0: 0.15640860795974731 (0.13171948368350664) | > loss_disc_real_1: 0.15550990402698517 (0.1748833879828453) | > loss_disc_real_2: 0.22764740884304047 (0.18600861728191376) | > loss_disc_real_3: 0.22980397939682007 (0.24395879606405893) | > loss_disc_real_4: 0.25540223717689514 (0.2767545481522878) | > loss_disc_real_5: 0.21881511807441711 (0.2718505337834358) | > loss_0: 2.5188958644866943 (2.484472711881002) | > loss_gen: 2.1970438957214355 (2.2112218737602234) | > loss_kl: 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(2.445817334311349) | > loss_1: 31.76734161376953 (30.692125592912948)  --> STEP: 8 | > loss_disc: 2.114168167114258 (2.447697728872299) | > loss_disc_real_0: 0.10528899729251862 (0.13000873196870089) | > loss_disc_real_1: 0.13604654371738434 (0.1726379506289959) | > loss_disc_real_2: 0.10681967437267303 (0.1957052294164896) | > loss_disc_real_3: 0.18208913505077362 (0.2433884385973215) | > loss_disc_real_4: 0.20074576139450073 (0.26603400707244873) | > loss_disc_real_5: 0.15718677639961243 (0.2513102572411299) | > loss_0: 2.114168167114258 (2.447697728872299) | > loss_gen: 2.3735547065734863 (2.253974989056587) | > loss_kl: 3.6100926399230957 (3.504284769296646) | > loss_feat: 9.489034652709961 (6.372698903083801) | > loss_mel: 20.075450897216797 (17.028077840805054) | > loss_duration: 2.310868740081787 (2.428948760032654) | > loss_1: 37.8589973449707 (31.587984561920166)  --> STEP: 9 | > loss_disc: 2.5912981033325195 (2.463653326034546) | > loss_disc_real_0: 0.16867569088935852 (0.13430506073766285) | > loss_disc_real_1: 0.17190851271152496 (0.17255690197149912) | > loss_disc_real_2: 0.18194107711315155 (0.19417587916056314) | > loss_disc_real_3: 0.2688988149166107 (0.24622292485502031) | > loss_disc_real_4: 0.32285189628601074 (0.2723471058739556) | > loss_disc_real_5: 0.29630619287490845 (0.25630980564488304) | > loss_0: 2.5912981033325195 (2.463653326034546) | > loss_gen: 2.350078582763672 (2.2646531661351523) | > loss_kl: 2.863518238067627 (3.4330884880489774) | > loss_feat: 9.035639762878418 (6.6685812208387585) | > loss_mel: 18.447750091552734 (17.18581920199924) | > loss_duration: 2.185779094696045 (2.401929908328586) | > loss_1: 34.88276672363281 (31.954071468777126)  --> STEP: 10 | > loss_disc: 2.4859867095947266 (2.465886664390564) | > loss_disc_real_0: 0.18192288279533386 (0.13906684294342994) | > loss_disc_real_1: 0.17952141165733337 (0.17325335294008254) | > loss_disc_real_2: 0.19674620032310486 (0.19443291127681733) | > loss_disc_real_3: 0.2573486864566803 (0.2473355010151863) | > loss_disc_real_4: 0.2837746739387512 (0.2734898626804352) | > loss_disc_real_5: 0.2886674404144287 (0.2595455691218376) | > loss_0: 2.4859867095947266 (2.465886664390564) | > loss_gen: 2.3971145153045654 (2.2778993010520936) | > loss_kl: 2.7957301139831543 (3.369352650642395) | > loss_feat: 4.26629114151001 (6.428352212905883) | > loss_mel: 15.58496379852295 (17.02573366165161) | > loss_duration: 2.4098596572875977 (2.402722883224487) | > loss_1: 27.453956604003906 (31.504059982299804)  --> STEP: 11 | > loss_disc: 2.677077531814575 (2.4850858341563833) | > loss_disc_real_0: 0.16297565400600433 (0.1412403712218458) | > loss_disc_real_1: 0.19899864494800568 (0.17559383403171192) | > loss_disc_real_2: 0.2022230178117752 (0.1951411027799953) | > loss_disc_real_3: 0.27815893292427063 (0.25013763118873944) | > loss_disc_real_4: 0.26964741945266724 (0.273140549659729) | > loss_disc_real_5: 0.26749324798583984 (0.2602680853822015) | > loss_0: 2.677077531814575 (2.4850858341563833) | > loss_gen: 2.0794496536254883 (2.259858424013311) | > loss_kl: 4.235057830810547 (3.4480531215667725) | > loss_feat: 4.5852370262146 (6.26079628684304) | > loss_mel: 15.33216667175293 (16.871773026206277) | > loss_duration: 2.488701105117798 (2.410539085214788) | > loss_1: 28.720611572265625 (31.251019217751242)  --> STEP: 12 | > loss_disc: 2.539186477661133 (2.4895942211151123) | > loss_disc_real_0: 0.14716699719429016 (0.1417342567195495) | > loss_disc_real_1: 0.18342140316963196 (0.17624613145987192) | > loss_disc_real_2: 0.2646027207374573 (0.20092957094311714) | > loss_disc_real_3: 0.22983098030090332 (0.24844541028141975) | > loss_disc_real_4: 0.2358231097459793 (0.27003076300024986) | > loss_disc_real_5: 0.2269892394542694 (0.25749484822154045) | > loss_0: 2.539186477661133 (2.4895942211151123) | > loss_gen: 2.147172689437866 (2.2504679461320243) | > loss_kl: 2.716301441192627 (3.387073814868927) | > loss_feat: 6.709320545196533 (6.298173308372498) | > loss_mel: 18.553964614868164 (17.01195565859477) | > loss_duration: 2.2721285820007324 (2.399004876613617) | > loss_1: 32.398887634277344 (31.346674919128418)  --> STEP: 13 | > loss_disc: 2.3119218349456787 (2.4759271144866943) | > loss_disc_real_0: 0.21135655045509338 (0.14708981777612978) | > loss_disc_real_1: 0.2564751207828522 (0.18241759217702425) | > loss_disc_real_2: 0.2148115634918213 (0.2019974165237867) | > loss_disc_real_3: 0.15042293071746826 (0.2409052195457312) | > loss_disc_real_4: 0.18608680367469788 (0.2635735353598228) | > loss_disc_real_5: 0.16305993497371674 (0.250230624125554) | > loss_0: 2.3119218349456787 (2.4759271144866943) | > loss_gen: 2.4699153900146484 (2.26734851873838) | > loss_kl: 4.06721830368042 (3.43939262170058) | > loss_feat: 8.159513473510742 (6.4413533210754395) | > loss_mel: 16.93674087524414 (17.006169906029335) | > loss_duration: 2.3548920154571533 (2.395611579601581) | > loss_1: 33.98828125 (31.549875406118538)  --> STEP: 14 | > loss_disc: 2.5307719707489014 (2.4798446042197093) | > loss_disc_real_0: 0.1075306236743927 (0.14426416105457715) | > loss_disc_real_1: 0.13404101133346558 (0.17896212211677007) | > loss_disc_real_2: 0.19091004133224487 (0.20120546115296228) | > loss_disc_real_3: 0.24384675920009613 (0.24111532952104295) | > loss_disc_real_4: 0.2952817380428314 (0.26583840698003774) | > loss_disc_real_5: 0.2709108293056488 (0.25170778163841795) | > loss_0: 2.5307719707489014 (2.4798446042197093) | > loss_gen: 2.2101845741271973 (2.263265379837581) | > loss_kl: 4.127192974090576 (3.4885212182998657) | > loss_feat: 5.776641368865967 (6.39387389591762) | > loss_mel: 17.693689346313477 (17.0552784374782) | > loss_duration: 2.440206527709961 (2.398796933037894) | > loss_1: 32.2479133605957 (31.599735260009766)  --> STEP: 15 | > loss_disc: 2.670539379119873 (2.4925575892130536) | > loss_disc_real_0: 0.18320944905281067 (0.1468605135877927) | > loss_disc_real_1: 0.2285182923078537 (0.18226586679617565) | > loss_disc_real_2: 0.2210596203804016 (0.2025290717681249) | > loss_disc_real_3: 0.2756006717681885 (0.24341435233751932) | > loss_disc_real_4: 0.25632649660110474 (0.2652042796214422) | > loss_disc_real_5: 0.2141507863998413 (0.24920398195584617) | > loss_0: 2.670539379119873 (2.4925575892130536) | > loss_gen: 2.1071407794952393 (2.2528570731480917) | > loss_kl: 3.3328661918640137 (3.4781442165374754) | > loss_feat: 6.6750807762146 (6.412621021270752) | > loss_mel: 17.476917266845703 (17.083387692769367) | > loss_duration: 2.3807973861694336 (2.3975969632466634) | > loss_1: 31.972801208496094 (31.624606323242187)  --> STEP: 16 | > loss_disc: 2.763049840927124 (2.509463354945183) | > loss_disc_real_0: 0.3257348835468292 (0.1580401617102325) | > loss_disc_real_1: 0.22927239537239075 (0.18520377483218908) | > loss_disc_real_2: 0.2483200579881668 (0.20539100840687752) | > loss_disc_real_3: 0.32748088240623474 (0.24866851046681404) | > loss_disc_real_4: 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(17.16687472661336) | > loss_duration: 2.2483503818511963 (2.3955653508504233) | > loss_1: 36.06281280517578 (31.75960561964247)  --> STEP: 19 | > loss_disc: 2.586017608642578 (2.5024256329787407) | > loss_disc_real_0: 0.2372664213180542 (0.15803072444702448) | > loss_disc_real_1: 0.16918665170669556 (0.1843282478420358) | > loss_disc_real_2: 0.221160426735878 (0.20723912433574074) | > loss_disc_real_3: 0.21911607682704926 (0.24313301004861532) | > loss_disc_real_4: 0.23447979986667633 (0.26574895648579855) | > loss_disc_real_5: 0.28717800974845886 (0.25248517880314275) | > loss_0: 2.586017608642578 (2.5024256329787407) | > loss_gen: 2.0748417377471924 (2.2692239660965767) | > loss_kl: 2.390132427215576 (3.3424850639544035) | > loss_feat: 4.823215007781982 (6.43235276874743) | > loss_mel: 14.02332878112793 (17.001424940008867) | > loss_duration: 2.3975439071655273 (2.3956694853933236) | > loss_1: 25.709060668945312 (31.44115588539525)  --> STEP: 20 | > loss_disc: 2.5254573822021484 (2.5035772204399107) | > loss_disc_real_0: 0.13132551312446594 (0.15669546388089656) | > loss_disc_real_1: 0.15946835279464722 (0.18308525308966636) | > loss_disc_real_2: 0.13055939972400665 (0.20340513810515404) | > loss_disc_real_3: 0.27016088366508484 (0.24448440372943878) | > loss_disc_real_4: 0.25371110439300537 (0.2651470638811589) | > loss_disc_real_5: 0.23143719136714935 (0.25143277943134307) | > loss_0: 2.5254573822021484 (2.5035772204399107) | > loss_gen: 2.1053595542907715 (2.261030745506287) | > loss_kl: 2.3290677070617676 (3.2918141961097716) | > loss_feat: 7.279682636260986 (6.4747192621231076) | > loss_mel: 18.337007522583008 (17.068204069137572) | > loss_duration: 2.3385825157165527 (2.3928151369094848) | > loss_1: 32.38970184326172 (31.488583183288576)  --> STEP: 21 | > loss_disc: 2.39878249168396 (2.498586995261056) | > loss_disc_real_0: 0.09209959208965302 (0.15361946998607545) | > loss_disc_real_1: 0.2012987732887268 (0.1839525635753359) | > loss_disc_real_2: 0.19897282123565674 (0.20319407539708273) | > loss_disc_real_3: 0.21448437869548798 (0.24305583110877446) | > loss_disc_real_4: 0.2834453880786896 (0.26601841265246984) | > loss_disc_real_5: 0.3155111074447632 (0.2544841283843631) | > loss_0: 2.39878249168396 (2.498586995261056) | > loss_gen: 2.2845816612243652 (2.262152217683338) | > loss_kl: 2.337282419204712 (3.2463603019714355) | > loss_feat: 5.657538890838623 (6.435805911109561) | > loss_mel: 14.011838912963867 (16.92266287122454) | > loss_duration: 2.199587106704712 (2.383613802137829) | > loss_1: 26.490829467773438 (31.250594911121187)  --> STEP: 22 | > loss_disc: 2.296806573867798 (2.489415157924999) | > loss_disc_real_0: 0.21746456623077393 (0.15652151981537993) | > loss_disc_real_1: 0.2051325887441635 (0.1849152919921008) | > loss_disc_real_2: 0.26488929986953735 (0.2059984037821943) | > loss_disc_real_3: 0.18626990914344788 (0.24047465283762326) | > loss_disc_real_4: 0.27072012424468994 (0.26623212681575253) | > loss_disc_real_5: 0.22270597517490387 (0.2530396668748422) | > loss_0: 2.296806573867798 (2.489415157924999) | > loss_gen: 2.738802671432495 (2.283818147399209) | > loss_kl: 2.5602073669433594 (3.215171532197432) | > loss_feat: 8.375273704528809 (6.523963538083163) | > loss_mel: 17.890419006347656 (16.96665178645741) | > loss_duration: 2.214573860168457 (2.3759301684119483) | > loss_1: 33.77927780151367 (31.365535042502664)  --> STEP: 23 | > loss_disc: 2.5463967323303223 (2.491892617681752) | > loss_disc_real_0: 0.15070578455924988 (0.15626866176076556) | > loss_disc_real_1: 0.16345852613449097 (0.18398238912872647) | > loss_disc_real_2: 0.2556922435760498 (0.20815900551236194) | > loss_disc_real_3: 0.2630666494369507 (0.24145691355933313) | > loss_disc_real_4: 0.2875264585018158 (0.2671579673238423) | > loss_disc_real_5: 0.2831012010574341 (0.2543466901001723) | > loss_0: 2.5463967323303223 (2.491892617681752) | > loss_gen: 2.367614507675171 (2.2874614674112075) | > loss_kl: 2.826388359069824 (3.1982679159744927) | > loss_feat: 7.271663665771484 (6.556472239287003) | > loss_mel: 17.08270263671875 (16.971697475599207) | > loss_duration: 2.2824864387512207 (2.371867397557134) | > loss_1: 31.830856323242188 (31.385766402534816)  --> STEP: 24 | > loss_disc: 2.387739658355713 (2.487552911043167) | > loss_disc_real_0: 0.1448453813791275 (0.155792691744864) | > loss_disc_real_1: 0.11605045199394226 (0.18115189174811044) | > loss_disc_real_2: 0.1543053537607193 (0.2059151033560435) | > loss_disc_real_3: 0.23498089611530304 (0.2411870794991652) | > loss_disc_real_4: 0.24024654924869537 (0.2660366582373778) | > loss_disc_real_5: 0.23643772304058075 (0.25360048313935596) | > loss_0: 2.387739658355713 (2.487552911043167) | > loss_gen: 2.269195795059204 (2.286700397729874) | > loss_kl: 3.0068318843841553 (3.1902914146582284) | > loss_feat: 6.132370948791504 (6.538801352183024) | > loss_mel: 17.688129425048828 (17.001548806826275) | > loss_duration: 2.447134017944336 (2.375003506739934) | > loss_1: 31.54366111755371 (31.39234534899394)  --> STEP: 25 | > loss_disc: 2.5281805992126465 (2.4891780185699464) | > loss_disc_real_0: 0.10710196197032928 (0.1538450625538826) | > loss_disc_real_1: 0.3002551794052124 (0.18591602325439452) | > loss_disc_real_2: 0.24176789820194244 (0.20734921514987945) | > loss_disc_real_3: 0.21160230040550232 (0.2400036883354187) | > loss_disc_real_4: 0.2819364368915558 (0.2666726493835449) | > loss_disc_real_5: 0.2724057734012604 (0.25435269474983213) | > loss_0: 2.5281805992126465 (2.4891780185699464) | > loss_gen: 2.2669012546539307 (2.2859084320068366) | > loss_kl: 3.3786237239837646 (3.19782470703125) | > loss_feat: 4.836751937866211 (6.470719375610352) | > loss_mel: 13.153154373168945 (16.84761302947998) | > loss_duration: 2.434206247329712 (2.3773716163635252) | > loss_1: 26.069637298583984 (31.17943702697754)  --> STEP: 26 | > loss_disc: 2.3891820907592773 (2.485332021346459) | > loss_disc_real_0: 0.06552810966968536 (0.1504482566737212) | > loss_disc_real_1: 0.14708948135375977 (0.18442269471975473) | > loss_disc_real_2: 0.16833214461803436 (0.20584855859096235) | > loss_disc_real_3: 0.14220286905765533 (0.23624211836319703) | > loss_disc_real_4: 0.16666072607040405 (0.2628260369484241) | > loss_disc_real_5: 0.26477035880088806 (0.2547533741364112) | > loss_0: 2.3891820907592773 (2.485332021346459) | > loss_gen: 2.1783571243286133 (2.281771843249982) | > loss_kl: 2.2987842559814453 (3.163246228144719) | > loss_feat: 14.642718315124512 (6.785027027130127) | > loss_mel: 19.450294494628906 (16.94771616275494) | > loss_duration: 2.3079190254211426 (2.3747003628657413) | > loss_1: 40.87807083129883 (31.55246140406682) --> EVAL PERFORMANCE | > avg_loader_time: 0.002426890226510855 (-0.00012855346386249225) | > avg_loss_disc: 2.485332021346459 (-0.048413872718811035) | > avg_loss_disc_real_0: 0.1504482566737212 (-0.025957587819832956) | > avg_loss_disc_real_1: 0.18442269471975473 (-0.049947417126252114) | > avg_loss_disc_real_2: 0.20584855859096235 (-0.0018804652186540372) | > avg_loss_disc_real_3: 0.23624211836319703 (-0.00783229504640287) | > avg_loss_disc_real_4: 0.2628260369484241 (+0.06560081816636598) | > avg_loss_disc_real_5: 0.2547533741364112 (+0.05101799391783196) | > avg_loss_0: 2.485332021346459 (-0.048413872718811035) | > avg_loss_gen: 2.281771843249982 (+0.005514452090630506) | > avg_loss_kl: 3.163246228144719 (-0.056461270038898004) | > avg_loss_feat: 6.785027027130127 (-0.22563571196335985) | > avg_loss_mel: 16.94771616275494 (-0.3622271464421196) | > avg_loss_duration: 2.3747003628657413 (-0.012262142621554784) | > avg_loss_1: 31.55246140406682 (-0.651071988619293)  > EPOCH: 964/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:02:04)   --> TIME: 2024-06-12 10:02:06 -- STEP: 4/330 -- GLOBAL_STEP: 406125 | > loss_disc: 2.3295047283172607 (2.3086816668510437) | > loss_disc_real_0: 0.08585934340953827 (0.09700153954327106) | > loss_disc_real_1: 0.14723747968673706 (0.20554852485656738) | > loss_disc_real_2: 0.24532726407051086 (0.20620733126997948) | > loss_disc_real_3: 0.23879140615463257 (0.20952358096837997) | > loss_disc_real_4: 0.2179870754480362 (0.2140994928777218) | > loss_disc_real_5: 0.23405948281288147 (0.2070438601076603) | > loss_0: 2.3295047283172607 (2.3086816668510437) | > grad_norm_0: tensor(5.7845, device='cuda:0') (tensor(6.3861, device='cuda:0')) | > loss_gen: 2.530031204223633 (2.549133062362671) | > loss_kl: 2.009603977203369 (2.0645892322063446) | > loss_feat: 6.93301248550415 (6.940852522850037) | > loss_mel: 18.0141658782959 (17.492504119873047) | > loss_duration: 2.1154277324676514 (2.1278945207595825) | > loss_1: 31.60224151611328 (31.174972534179688) | > grad_norm_1: tensor(54.8429, device='cuda:0') (tensor(55.5866, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.3578 (0.38346511125564575) | > loader_time: 0.0035 (0.0034752488136291504)  --> TIME: 2024-06-12 10:02:16 -- STEP: 29/330 -- GLOBAL_STEP: 406150 | > loss_disc: 2.3526792526245117 (2.327864457821025) | > loss_disc_real_0: 0.1314740777015686 (0.10254943113902519) | > loss_disc_real_1: 0.17609988152980804 (0.19578346507302646) | > loss_disc_real_2: 0.19224870204925537 (0.2050593500507289) | > loss_disc_real_3: 0.21796976029872894 (0.2285807487265817) | > loss_disc_real_4: 0.22128844261169434 (0.23061258885367164) | > loss_disc_real_5: 0.24221985042095184 (0.2251451519028894) | > loss_0: 2.3526792526245117 (2.327864457821025) | > grad_norm_0: tensor(9.1440, device='cuda:0') (tensor(7.4095, device='cuda:0')) | > loss_gen: 2.4332633018493652 (2.5313825936153016) | > loss_kl: 1.9603699445724487 (1.958766065794846) | > loss_feat: 7.030697345733643 (7.130510017789644) | > loss_mel: 17.499582290649414 (17.29714143687281) | > loss_duration: 1.9547932147979736 (1.9999396718781566) | > loss_1: 30.878707885742188 (30.91774013124663) | > grad_norm_1: tensor(77.5111, device='cuda:0') (tensor(75.7711, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.3521 (0.37023508959803086) | > loader_time: 0.0034 (0.003193271571192248)  --> TIME: 2024-06-12 10:02:25 -- STEP: 54/330 -- GLOBAL_STEP: 406175 | > loss_disc: 2.3661766052246094 (2.3389103765840886) | > loss_disc_real_0: 0.12095043063163757 (0.10296998269580028) | > loss_disc_real_1: 0.23190589249134064 (0.1967872753739357) | > loss_disc_real_2: 0.22794120013713837 (0.20604225441261573) | > loss_disc_real_3: 0.23059581220149994 (0.2274848849133209) | > loss_disc_real_4: 0.21803542971611023 (0.23146294002179746) | > loss_disc_real_5: 0.18841253221035004 (0.22486926670427676) | > loss_0: 2.3661766052246094 (2.3389103765840886) | > grad_norm_0: tensor(7.3166, device='cuda:0') (tensor(8.1782, device='cuda:0')) | > loss_gen: 2.550691604614258 (2.5144548151228157) | > loss_kl: 1.9817379713058472 (1.9710537769176342) | > loss_feat: 7.484877586364746 (7.079779360029432) | > loss_mel: 17.82572364807129 (17.256458441416417) | > loss_duration: 1.940688133239746 (1.9808380228501774) | > loss_1: 31.78371810913086 (30.80258450684724) | > grad_norm_1: tensor(128.9528, device='cuda:0') (tensor(95.5130, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.361 (0.3663368578310366) | > loader_time: 0.0043 (0.0033968113086841724)  --> TIME: 2024-06-12 10:02:34 -- STEP: 79/330 -- GLOBAL_STEP: 406200 | > loss_disc: 2.298081636428833 (2.338529381570937) | > loss_disc_real_0: 0.12048552930355072 (0.10437245676411858) | > loss_disc_real_1: 0.2097811996936798 (0.19624207555493223) | > loss_disc_real_2: 0.19799919426441193 (0.2072062388628344) | > loss_disc_real_3: 0.22578725218772888 (0.22753424414351017) | > loss_disc_real_4: 0.23141799867153168 (0.23074821976921225) | > loss_disc_real_5: 0.19968973100185394 (0.2228886530369143) | > loss_0: 2.298081636428833 (2.338529381570937) | > grad_norm_0: tensor(10.7302, device='cuda:0') (tensor(9.3718, device='cuda:0')) | > loss_gen: 2.5691704750061035 (2.508095913295504) | > loss_kl: 2.07584810256958 (1.9867775228959095) | > loss_feat: 7.308830738067627 (7.092503270016441) | > loss_mel: 17.0993595123291 (17.204671606232843) | > loss_duration: 1.9446207284927368 (1.9747862936575198) | > loss_1: 30.99782943725586 (30.76683471776262) | > grad_norm_1: tensor(90.0292, device='cuda:0') (tensor(122.8545, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.384 (0.36680039876624) | > loader_time: 0.0035 (0.003484387940998319)  --> TIME: 2024-06-12 10:02:44 -- STEP: 104/330 -- GLOBAL_STEP: 406225 | > loss_disc: 2.2654671669006348 (2.343263069024453) | > loss_disc_real_0: 0.13154646754264832 (0.10697481666619961) | > loss_disc_real_1: 0.21677012741565704 (0.19653169008401725) | > loss_disc_real_2: 0.18964165449142456 (0.20754024730278894) | > loss_disc_real_3: 0.20326176285743713 (0.22866065399004862) | > loss_disc_real_4: 0.22815197706222534 (0.22986918186339048) | > loss_disc_real_5: 0.2203858494758606 (0.22284397425559851) | > loss_0: 2.2654671669006348 (2.343263069024453) | > grad_norm_0: tensor(22.8790, device='cuda:0') (tensor(10.0197, device='cuda:0')) | > loss_gen: 2.628760576248169 (2.4977837480031533) | > loss_kl: 1.9843599796295166 (1.9899628368707805) | > loss_feat: 6.48345947265625 (7.019583073946146) | > loss_mel: 16.159162521362305 (17.14485908471621) | > loss_duration: 2.0276594161987305 (1.9781780197070193) | > loss_1: 29.283401489257812 (30.63036685723525) | > grad_norm_1: tensor(319.6600, device='cuda:0') (tensor(138.9326, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.3662 (0.3671076618708096) | > loader_time: 0.0037 (0.0035207179876474235)  --> TIME: 2024-06-12 10:02:53 -- STEP: 129/330 -- GLOBAL_STEP: 406250 | > loss_disc: 2.387369394302368 (2.3437274371006693) | > loss_disc_real_0: 0.11836821585893631 (0.10747682586196781) | > loss_disc_real_1: 0.20262154936790466 (0.19581014530141225) | > loss_disc_real_2: 0.2182500958442688 (0.20816708373468976) | > loss_disc_real_3: 0.22389723360538483 (0.22849347656087357) | > loss_disc_real_4: 0.24591317772865295 (0.2308481364518173) | > loss_disc_real_5: 0.24836796522140503 (0.22255261762197628) | > loss_0: 2.387369394302368 (2.3437274371006693) | > grad_norm_0: tensor(20.2766, device='cuda:0') (tensor(11.4068, device='cuda:0')) | > loss_gen: 2.458962917327881 (2.5002063189366073) | > loss_kl: 2.1005210876464844 (1.997592755990435) | > loss_feat: 6.777236461639404 (7.032624130101167) | > loss_mel: 17.37317657470703 (17.124922530595647) | > loss_duration: 1.9723098278045654 (1.9809804914533629) | > loss_1: 30.682207107543945 (30.63632626496544) | > grad_norm_1: tensor(181.2438, device='cuda:0') (tensor(162.6997, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.3635 (0.36801482540692465) | > loader_time: 0.0041 (0.0036306270333223566)  --> TIME: 2024-06-12 10:03:03 -- STEP: 154/330 -- GLOBAL_STEP: 406275 | > loss_disc: 2.478898048400879 (2.3453364527070675) | > loss_disc_real_0: 0.1372324675321579 (0.10809446256849672) | > loss_disc_real_1: 0.24125677347183228 (0.19625282471443156) | > loss_disc_real_2: 0.23652943968772888 (0.20826390308219117) | > loss_disc_real_3: 0.2474013715982437 (0.22877554189075122) | > loss_disc_real_4: 0.2495475560426712 (0.23087530592819314) | > loss_disc_real_5: 0.2753032147884369 (0.22202395870314015) | > loss_0: 2.478898048400879 (2.3453364527070675) | > grad_norm_0: tensor(36.5402, device='cuda:0') (tensor(13.1348, device='cuda:0')) | > loss_gen: 2.4396302700042725 (2.503462489549217) | > loss_kl: 2.106038808822632 (2.0076840899207373) | > loss_feat: 6.627832889556885 (7.017981557102947) | > loss_mel: 16.63161849975586 (17.105235712868826) | > loss_duration: 1.982851266860962 (1.9847315611777367) | > loss_1: 29.78797149658203 (30.619095443131087) | > grad_norm_1: tensor(220.9017, device='cuda:0') (tensor(189.4765, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.3791 (0.3697792864465094) | > loader_time: 0.0041 (0.003728851095422522)  --> TIME: 2024-06-12 10:03:13 -- STEP: 179/330 -- GLOBAL_STEP: 406300 | > loss_disc: 2.340183734893799 (2.349225072221384) | > loss_disc_real_0: 0.16200856864452362 (0.1091064330003115) | > loss_disc_real_1: 0.18298858404159546 (0.19618748461401) | > loss_disc_real_2: 0.2638191282749176 (0.20912146826363143) | > loss_disc_real_3: 0.2115122228860855 (0.22886621827186818) | > loss_disc_real_4: 0.19652490317821503 (0.23099489043877777) | > loss_disc_real_5: 0.19589249789714813 (0.22142892684683455) | > loss_0: 2.340183734893799 (2.349225072221384) | > grad_norm_0: tensor(16.9146, device='cuda:0') (tensor(15.0327, device='cuda:0')) | > loss_gen: 2.810368776321411 (2.505404967835496) | > loss_kl: 2.032203435897827 (2.014974648060077) | > loss_feat: 7.3390703201293945 (7.0118744892781) | > loss_mel: 16.475465774536133 (17.066998204705424) | > loss_duration: 2.0386390686035156 (1.99166908344077) | > loss_1: 30.695749282836914 (30.590921465911013) | > grad_norm_1: tensor(639.4956, device='cuda:0') (tensor(214.3493, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.388 (0.37152881196091286) | > loader_time: 0.0045 (0.003843450013485701)  --> TIME: 2024-06-12 10:03:23 -- STEP: 204/330 -- GLOBAL_STEP: 406325 | > loss_disc: 2.4511055946350098 (2.354958147394892) | > loss_disc_real_0: 0.22545307874679565 (0.11147651441541373) | > loss_disc_real_1: 0.2021438479423523 (0.19696231748835716) | > loss_disc_real_2: 0.2001890391111374 (0.20958048287852138) | > loss_disc_real_3: 0.23348788917064667 (0.22955685985438964) | > loss_disc_real_4: 0.21069084107875824 (0.23132248894841062) | > loss_disc_real_5: 0.2018755078315735 (0.22078182336454297) | > loss_0: 2.4511055946350098 (2.354958147394892) | > grad_norm_0: tensor(34.9500, device='cuda:0') (tensor(16.8686, device='cuda:0')) | > loss_gen: 2.38358473777771 (2.5027087809992774) | > loss_kl: 2.172706127166748 (2.0229354915665607) | > loss_feat: 7.559426307678223 (7.009116072280734) | > loss_mel: 17.45560073852539 (17.033148246652928) | > loss_duration: 2.002596139907837 (2.000069396168578) | > loss_1: 31.57391357421875 (30.567977980071422) | > grad_norm_1: tensor(343.9619, device='cuda:0') (tensor(235.7499, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.4269 (0.376037762445562) | > loader_time: 0.0069 (0.004005169167238125)  --> TIME: 2024-06-12 10:03:34 -- STEP: 229/330 -- GLOBAL_STEP: 406350 | > loss_disc: 2.305159091949463 (2.356372184628484) | > loss_disc_real_0: 0.11616974323987961 (0.11266250257669057) | > loss_disc_real_1: 0.18752922117710114 (0.19705218252396484) | > loss_disc_real_2: 0.20180869102478027 (0.20945220697654907) | > loss_disc_real_3: 0.2127278745174408 (0.22954117939461788) | > loss_disc_real_4: 0.2674180269241333 (0.23134564195137358) | > loss_disc_real_5: 0.21262848377227783 (0.22103027823710547) | > loss_0: 2.305159091949463 (2.356372184628484) | > grad_norm_0: tensor(17.1505, device='cuda:0') (tensor(17.7793, device='cuda:0')) | > loss_gen: 2.4514718055725098 (2.4956520280463206) | > loss_kl: 2.2925539016723633 (2.027289058443758) | > loss_feat: 6.447040557861328 (6.99585935017948) | > loss_mel: 16.864145278930664 (16.978462006847924) | > loss_duration: 2.11765718460083 (2.0096339523532) | > loss_1: 30.172868728637695 (30.50689634797875) | > grad_norm_1: tensor(418.7447, device='cuda:0') (tensor(249.2706, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.4271 (0.38087532509882893) | > loader_time: 0.0055 (0.004151298489633089)  --> TIME: 2024-06-12 10:03:45 -- STEP: 254/330 -- GLOBAL_STEP: 406375 | > loss_disc: 2.3846261501312256 (2.357702213009513) | > loss_disc_real_0: 0.09301509708166122 (0.11356823941267381) | > loss_disc_real_1: 0.22357231378555298 (0.19689678729284468) | > loss_disc_real_2: 0.21541202068328857 (0.2092417841117213) | > loss_disc_real_3: 0.2191048413515091 (0.2295317609948436) | > loss_disc_real_4: 0.2296113669872284 (0.23174348532214878) | > loss_disc_real_5: 0.2436840981245041 (0.22178197546502737) | > loss_0: 2.3846261501312256 (2.357702213009513) | > grad_norm_0: tensor(29.1333, device='cuda:0') (tensor(18.0599, device='cuda:0')) | > loss_gen: 2.4815800189971924 (2.4919003970979707) | > loss_kl: 2.11924147605896 (2.0341198327034435) | > loss_feat: 7.197329521179199 (6.99357301982369) | > loss_mel: 16.896604537963867 (16.937215572267057) | > loss_duration: 2.051196813583374 (2.0176110586782148) | > loss_1: 30.745954513549805 (30.474419834106925) | > grad_norm_1: tensor(422.9353, device='cuda:0') (tensor(254.6249, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.4209 (0.3851880417095394) | > loader_time: 0.0059 (0.004294380428284176)  --> TIME: 2024-06-12 10:03:56 -- STEP: 279/330 -- GLOBAL_STEP: 406400 | > loss_disc: 2.476325035095215 (2.360571067393041) | > loss_disc_real_0: 0.192112535238266 (0.11513073042729423) | > loss_disc_real_1: 0.19320465624332428 (0.1970614398358971) | > loss_disc_real_2: 0.21386781334877014 (0.20932483966846196) | > loss_disc_real_3: 0.2352728247642517 (0.22950676991520816) | > loss_disc_real_4: 0.2390880137681961 (0.23164906120428475) | > loss_disc_real_5: 0.203999325633049 (0.2217488555925294) | > loss_0: 2.476325035095215 (2.360571067393041) | > grad_norm_0: tensor(26.2938, device='cuda:0') (tensor(18.4919, device='cuda:0')) | > loss_gen: 2.5698559284210205 (2.4879383041012675) | > loss_kl: 1.9682269096374512 (2.042137813397202) | > loss_feat: 7.491666316986084 (7.005445620492368) | > loss_mel: 16.440717697143555 (16.89595683244821) | > loss_duration: 2.1072638034820557 (2.0276935946556844) | > loss_1: 30.57773208618164 (30.45917214287652) | > grad_norm_1: tensor(337.0329, device='cuda:0') (tensor(261.0360, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.4408 (0.38961897699636366) | > loader_time: 0.0063 (0.004457570318680086)  --> TIME: 2024-06-12 10:04:08 -- STEP: 304/330 -- GLOBAL_STEP: 406425 | > loss_disc: 2.492384672164917 (2.3648125074411706) | > loss_disc_real_0: 0.17616616189479828 (0.1168385147803316) | > loss_disc_real_1: 0.18136104941368103 (0.1971329777550541) | > loss_disc_real_2: 0.16065874695777893 (0.20981303151500857) | > loss_disc_real_3: 0.20539365708827972 (0.22942981761144965) | > loss_disc_real_4: 0.21458812057971954 (0.2314019352197647) | > loss_disc_real_5: 0.20058077573776245 (0.22170053143054247) | > loss_0: 2.492384672164917 (2.3648125074411706) | > grad_norm_0: tensor(15.4607, device='cuda:0') (tensor(18.6026, device='cuda:0')) | > loss_gen: 2.5478804111480713 (2.4823218693858693) | > loss_kl: 2.25486421585083 (2.052957904966249) | > loss_feat: 8.132641792297363 (7.018070697784426) | > loss_mel: 15.927464485168457 (16.855294287204728) | > loss_duration: 2.206864833831787 (2.039625686250236) | > loss_1: 31.069717407226562 (30.44827042755328) | > grad_norm_1: tensor(146.7461, device='cuda:0') (tensor(260.9836, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 0.4702 (0.3957462749983134) | > loader_time: 0.0067 (0.004637272734391062)  --> TIME: 2024-06-12 10:04:36 -- STEP: 329/330 -- GLOBAL_STEP: 406450 | > loss_disc: 2.6896579265594482 (2.373433304412749) | > loss_disc_real_0: 0.12488451600074768 (0.11946362261533013) | > loss_disc_real_1: 0.2394219934940338 (0.19807010191552182) | > loss_disc_real_2: 0.16083504259586334 (0.21034355457068218) | > loss_disc_real_3: 0.23021262884140015 (0.2299188490515422) | > loss_disc_real_4: 0.2594667971134186 (0.23201443141716954) | > loss_disc_real_5: 0.24496473371982574 (0.2223503768081723) | > loss_0: 2.6896579265594482 (2.373433304412749) | > grad_norm_0: tensor(12.4263, device='cuda:0') (tensor(18.6908, device='cuda:0')) | > loss_gen: 2.2963359355926514 (2.4775656958119128) | > loss_kl: 2.267273426055908 (2.061192402723707) | > loss_feat: 9.67491340637207 (7.109784585726661) | > loss_mel: 17.013757705688477 (16.845825296767202) | > loss_duration: 2.292745351791382 (2.0547263006308896) | > loss_1: 33.54502487182617 (30.549094255209695) | > grad_norm_1: tensor(112.7160, device='cuda:0') (tensor(262.7389, device='cuda:0')) | > current_lr_0: 0.00017729408210670296 | > current_lr_1: 0.00017729408210670296 | > step_time: 13.6858 (0.4490886705624659) | > loader_time: 0.0338 (0.005091001197559857)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5510945320129395 (2.5510945320129395) | > loss_disc_real_0: 0.17265284061431885 (0.17265284061431885) | > loss_disc_real_1: 0.1948440670967102 (0.1948440670967102) | > loss_disc_real_2: 0.21231034398078918 (0.21231034398078918) | > loss_disc_real_3: 0.23064400255680084 (0.23064400255680084) | > loss_disc_real_4: 0.27548089623451233 (0.27548089623451233) | > loss_disc_real_5: 0.24343736469745636 (0.24343736469745636) | > loss_0: 2.5510945320129395 (2.5510945320129395) | > loss_gen: 2.1401445865631104 (2.1401445865631104) | > loss_kl: 3.184187173843384 (3.184187173843384) | > loss_feat: 5.1289777755737305 (5.1289777755737305) | > loss_mel: 14.910863876342773 (14.910863876342773) | > loss_duration: 3.207990884780884 (3.207990884780884) | > loss_1: 28.57216453552246 (28.57216453552246)  --> STEP: 1 | > loss_disc: 2.2014193534851074 (2.2014193534851074) | > loss_disc_real_0: 0.11549374461174011 (0.11549374461174011) | > loss_disc_real_1: 0.13716042041778564 (0.13716042041778564) | > loss_disc_real_2: 0.1523377150297165 (0.1523377150297165) | > loss_disc_real_3: 0.17393240332603455 (0.17393240332603455) | > loss_disc_real_4: 0.2442680448293686 (0.2442680448293686) | > loss_disc_real_5: 0.223504438996315 (0.223504438996315) | > loss_0: 2.2014193534851074 (2.2014193534851074) | > loss_gen: 2.4850072860717773 (2.4850072860717773) | > loss_kl: 3.7227346897125244 (3.7227346897125244) | > loss_feat: 6.473339080810547 (6.473339080810547) | > loss_mel: 17.817481994628906 (17.817481994628906) | > loss_duration: 2.4509778022766113 (2.4509778022766113) | > loss_1: 32.94953918457031 (32.94953918457031)  --> STEP: 2 | > loss_disc: 2.515671730041504 (2.3585455417633057) | > loss_disc_real_0: 0.23956499993801117 (0.17752937227487564) | > loss_disc_real_1: 0.25347575545310974 (0.1953180879354477) | > loss_disc_real_2: 0.17214995622634888 (0.16224383562803268) | > loss_disc_real_3: 0.19802476465702057 (0.18597858399152756) | > loss_disc_real_4: 0.2379433810710907 (0.24110571295022964) | > loss_disc_real_5: 0.12865494191646576 (0.17607969045639038) | > loss_0: 2.515671730041504 (2.3585455417633057) | > loss_gen: 2.328526258468628 (2.4067667722702026) | > loss_kl: 3.2226192951202393 (3.472676992416382) | > loss_feat: 6.421937465667725 (6.447638273239136) | > loss_mel: 18.03900718688965 (17.928244590759277) | > loss_duration: 2.4910500049591064 (2.471013903617859) | > loss_1: 32.50313949584961 (32.72633934020996)  --> STEP: 3 | > loss_disc: 2.416332721710205 (2.377807935078939) | > loss_disc_real_0: 0.2243078500032425 (0.19312219818433127) | > loss_disc_real_1: 0.21130278706550598 (0.20064632097880045) | > loss_disc_real_2: 0.13154423236846924 (0.15201063454151154) | > loss_disc_real_3: 0.2068355828523636 (0.19293091694513956) | > loss_disc_real_4: 0.22890201210975647 (0.23703781267007193) | > loss_disc_real_5: 0.1687481552362442 (0.17363584538300833) | > loss_0: 2.416332721710205 (2.377807935078939) | > loss_gen: 2.176281452178955 (2.3299383322397866) | > loss_kl: 3.68088436126709 (3.542079448699951) | > loss_feat: 4.881677150726318 (5.92565123240153) | > loss_mel: 15.466593742370605 (17.107694307963055) | > loss_duration: 2.392859697341919 (2.444962501525879) | > loss_1: 28.598297119140625 (31.350325266520183)  --> STEP: 4 | > loss_disc: 2.2347233295440674 (2.342036783695221) | > loss_disc_real_0: 0.11210145056247711 (0.17286701127886772) | > loss_disc_real_1: 0.18552277982234955 (0.19686543568968773) | > loss_disc_real_2: 0.12366043031215668 (0.14492308348417282) | > loss_disc_real_3: 0.16682329773902893 (0.1864040121436119) | > loss_disc_real_4: 0.22923700511455536 (0.23508761078119278) | > loss_disc_real_5: 0.20734292268753052 (0.18206261470913887) | > loss_0: 2.2347233295440674 (2.342036783695221) | > loss_gen: 2.4394302368164062 (2.3573113083839417) | > loss_kl: 4.120704174041748 (3.6867356300354004) | > loss_feat: 7.282782554626465 (6.264934062957764) | > loss_mel: 17.302854537963867 (17.156484365463257) | > loss_duration: 2.4732882976531982 (2.4520439505577087) | > loss_1: 33.61906051635742 (31.917509078979492)  --> STEP: 5 | > loss_disc: 2.3883233070373535 (2.3512940883636473) | > loss_disc_real_0: 0.2120254635810852 (0.1806987017393112) | > loss_disc_real_1: 0.17469242215156555 (0.1924308329820633) | > loss_disc_real_2: 0.15659932792186737 (0.14725833237171174) | > loss_disc_real_3: 0.20919477939605713 (0.19096216559410095) | > loss_disc_real_4: 0.21043822169303894 (0.230157732963562) | > loss_disc_real_5: 0.24204230308532715 (0.19405855238437653) | > loss_0: 2.3883233070373535 (2.3512940883636473) | > loss_gen: 2.2782366275787354 (2.3414963722229003) | > loss_kl: 3.056715726852417 (3.5607316493988037) | > loss_feat: 6.211049556732178 (6.254157161712646) | > loss_mel: 18.937793731689453 (17.512746238708495) | > loss_duration: 2.352524757385254 (2.4321401119232178) | > loss_1: 32.83631896972656 (32.101271057128905)  --> STEP: 6 | > loss_disc: 2.4311444759368896 (2.364602486292521) | > loss_disc_real_0: 0.11490257829427719 (0.16973268116513887) | > loss_disc_real_1: 0.13595934212207794 (0.1830189178387324) | > loss_disc_real_2: 0.13483290374279022 (0.14518742760022482) | > loss_disc_real_3: 0.19362016022205353 (0.1914051646987597) | > loss_disc_real_4: 0.21511834859848022 (0.22765116890271506) | > loss_disc_real_5: 0.1727534383535385 (0.19050770004590353) | > loss_0: 2.4311444759368896 (2.364602486292521) | > loss_gen: 1.8861082792282104 (2.2655983567237854) | > loss_kl: 2.462305784225464 (3.3776606718699136) | > loss_feat: 6.298385143280029 (6.261528491973877) | > loss_mel: 18.30080795288086 (17.644089857737224) | > loss_duration: 2.2365317344665527 (2.3995387156804404) | > loss_1: 31.184139251708984 (31.948415756225586)  --> STEP: 7 | > loss_disc: 2.5252113342285156 (2.3875466074262346) | > loss_disc_real_0: 0.322490394115448 (0.19155521158661162) | > loss_disc_real_1: 0.2505573332309723 (0.19266726289476668) | > loss_disc_real_2: 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loss_disc_real_5: 0.1728028655052185 (0.19306261651217937) | > loss_0: 2.591078281402588 (2.412988066673279) | > loss_gen: 2.3412840366363525 (2.3242270797491074) | > loss_kl: 3.07462477684021 (3.426074057817459) | > loss_feat: 11.03151798248291 (6.685932397842407) | > loss_mel: 20.258974075317383 (17.751408219337463) | > loss_duration: 2.2802488803863525 (2.4139750003814697) | > loss_1: 38.98665237426758 (32.601616859436035)  --> STEP: 9 | > loss_disc: 2.498539447784424 (2.4224937756856284) | > loss_disc_real_0: 0.19268718361854553 (0.18920048657390806) | > loss_disc_real_1: 0.1669120490550995 (0.2072235577636295) | > loss_disc_real_2: 0.17224660515785217 (0.16372799045509762) | > loss_disc_real_3: 0.15912550687789917 (0.19382859104209477) | > loss_disc_real_4: 0.22956079244613647 (0.22270515229966906) | > loss_disc_real_5: 0.1701154112815857 (0.19051292704211342) | > loss_0: 2.498539447784424 (2.4224937756856284) | > loss_gen: 2.312220811843872 (2.322893049981859) | > loss_kl: 3.2897067070007324 (3.410922129948934) | > loss_feat: 9.282892227172852 (6.974483489990234) | > loss_mel: 19.3040714263916 (17.92392635345459) | > loss_duration: 2.190608501434326 (2.3891565004984536) | > loss_1: 36.37950134277344 (33.02138180202908)  --> STEP: 10 | > loss_disc: 2.6351168155670166 (2.443756079673767) | > loss_disc_real_0: 0.2594258487224579 (0.19622302278876305) | > loss_disc_real_1: 0.1676451563835144 (0.203265717625618) | > loss_disc_real_2: 0.20214129984378815 (0.16756932139396669) | > loss_disc_real_3: 0.23021046817302704 (0.19746677875518798) | > loss_disc_real_4: 0.2403675764799118 (0.22447139471769334) | > loss_disc_real_5: 0.19167158007621765 (0.19062879234552382) | > loss_0: 2.6351168155670166 (2.443756079673767) | > loss_gen: 1.8804835081100464 (2.2786520957946776) | > loss_kl: 2.5342702865600586 (3.3232569456100465) | > loss_feat: 3.943066358566284 (6.671341776847839) | > loss_mel: 14.689738273620605 (17.600507545471192) | > loss_duration: 2.4636483192443848 (2.396605682373047) | > loss_1: 25.511207580566406 (32.270364379882814)  --> STEP: 11 | > loss_disc: 2.3335747718811035 (2.433739597147161) | > loss_disc_real_0: 0.2267492115497589 (0.1989981308579445) | > loss_disc_real_1: 0.2240060567855835 (0.20515120300379666) | > loss_disc_real_2: 0.20187020301818848 (0.17068758335980502) | > loss_disc_real_3: 0.1643187254667282 (0.194453319365328) | > loss_disc_real_4: 0.21571692824363708 (0.22367553412914276) | > loss_disc_real_5: 0.19557872414588928 (0.19107878614555707) | > loss_0: 2.3335747718811035 (2.433739597147161) | > loss_gen: 2.5325703620910645 (2.3017355745488945) | > loss_kl: 3.481382131576538 (3.3376319625160913) | > loss_feat: 7.839301109313965 (6.777519897981123) | > loss_mel: 16.617639541625977 (17.51115590875799) | > loss_duration: 2.5103769302368164 (2.406948523087935) | > loss_1: 32.98126983642578 (32.334992148659445)  --> STEP: 12 | > loss_disc: 2.597062587738037 (2.4473498463630676) | > loss_disc_real_0: 0.2822994589805603 (0.2059399082014958) | > loss_disc_real_1: 0.2320370078086853 (0.20739168673753738) | > loss_disc_real_2: 0.21194960176944733 (0.17412608489394188) | > loss_disc_real_3: 0.18619360029697418 (0.19376500944296518) | > loss_disc_real_4: 0.2601121962070465 (0.22671192263563475) | > loss_disc_real_5: 0.17520157992839813 (0.18975568562746048) | > loss_0: 2.597062587738037 (2.4473498463630676) | > loss_gen: 2.276319742202759 (2.29961758852005) | > loss_kl: 3.080533742904663 (3.3162071108818054) | > loss_feat: 7.236203193664551 (6.815743505954742) | > loss_mel: 16.821149826049805 (17.45365540186564) | > loss_duration: 2.2720179557800293 (2.3957043091456094) | > loss_1: 31.68622398376465 (32.28092813491821)  --> STEP: 13 | > loss_disc: 2.4935169219970703 (2.4509011598733754) | > loss_disc_real_0: 0.2159786820411682 (0.2067121215737783) | > loss_disc_real_1: 0.23113472759723663 (0.2092180744959758) | > loss_disc_real_2: 0.23460084199905396 (0.17877798928664282) | > loss_disc_real_3: 0.24005304276943207 (0.19732562739115495) | > loss_disc_real_4: 0.23753568530082703 (0.22754451976372644) | > loss_disc_real_5: 0.19923736155033112 (0.19048504531383514) | > loss_0: 2.4935169219970703 (2.4509011598733754) | > loss_gen: 2.491814136505127 (2.314401938365056) | > loss_kl: 3.729435682296753 (3.3479939240675707) | > loss_feat: 6.214107990264893 (6.769463850901677) | > loss_mel: 16.114479064941406 (17.35064183748685) | > loss_duration: 2.3082022666931152 (2.38897338280311) | > loss_1: 30.8580379486084 (32.17147504366361)  --> STEP: 14 | > loss_disc: 2.5119614601135254 (2.455262609890529) | > loss_disc_real_0: 0.13703688979148865 (0.20173531930361474) | > loss_disc_real_1: 0.2032407522201538 (0.20879112290484564) | > loss_disc_real_2: 0.20976930856704712 (0.18099165494952882) | > loss_disc_real_3: 0.15242792665958405 (0.1941186487674713) | > loss_disc_real_4: 0.2252294421195984 (0.22737915707486017) | > loss_disc_real_5: 0.14778843522071838 (0.1874352874500411) | > loss_0: 2.5119614601135254 (2.455262609890529) | > loss_gen: 1.9747412204742432 (2.290140458515712) | > loss_kl: 3.9324591159820557 (3.389741437775748) | > loss_feat: 6.815862655639648 (6.7727780512401035) | > loss_mel: 17.995386123657227 (17.396695000784735) | > loss_duration: 2.390388250350952 (2.389074444770813) | > loss_1: 33.10883712768555 (32.238429478236604)  --> STEP: 15 | > loss_disc: 2.725234031677246 (2.4732607046763104) | > loss_disc_real_0: 0.2832896113395691 (0.20717227210601172) | > loss_disc_real_1: 0.2466145157814026 (0.21131268242994944) | > loss_disc_real_2: 0.2276804894208908 (0.1841042439142863) | > loss_disc_real_3: 0.21804441511631012 (0.1957136998573939) | > loss_disc_real_4: 0.2558898627758026 (0.22927987078825632) | > loss_disc_real_5: 0.1956750601530075 (0.18798460563023886) | > loss_0: 2.725234031677246 (2.4732607046763104) | > loss_gen: 2.1834962368011475 (2.2830308437347413) | > loss_kl: 3.5165321826934814 (3.398194154103597) | > loss_feat: 5.988401889801025 (6.720486307144165) | > loss_mel: 17.160200119018555 (17.38092867533366) | > loss_duration: 2.408507823944092 (2.390370003382365) | > loss_1: 31.257139205932617 (32.17301012674967)  --> STEP: 16 | > loss_disc: 2.519883155822754 (2.476174607872963) | > loss_disc_real_0: 0.1544135957956314 (0.20387485483661294) | > loss_disc_real_1: 0.22014151513576508 (0.21186448447406292) | > loss_disc_real_2: 0.2145751714706421 (0.18600867688655853) | > loss_disc_real_3: 0.24796855449676514 (0.1989796282723546) | > loss_disc_real_4: 0.2492987960577011 (0.23053105361759663) | > loss_disc_real_5: 0.2705143988132477 (0.1931427177041769) | > loss_0: 2.519883155822754 (2.476174607872963) | > loss_gen: 2.258573055267334 (2.2815022319555283) | > loss_kl: 2.8943629264831543 (3.3667047023773193) | > loss_feat: 5.675105571746826 (6.655150011181831) | > loss_mel: 12.58460521697998 (17.081158459186554) | > loss_duration: 2.4588894844055176 (2.394652470946312) | > loss_1: 25.871536254882812 (31.779168009757996)  --> STEP: 17 | > loss_disc: 2.3999130725860596 (2.4716886352090275) | > loss_disc_real_0: 0.17543257772922516 (0.20220177971264897) | > loss_disc_real_1: 0.1638486236333847 (0.20904002207167008) | > loss_disc_real_2: 0.21059128642082214 (0.1874547127415152) | > loss_disc_real_3: 0.2100459784269333 (0.19963059004615336) | > loss_disc_real_4: 0.298062264919281 (0.23450347781181335) | > loss_disc_real_5: 0.2696109116077423 (0.19764084675732782) | > loss_0: 2.3999130725860596 (2.4716886352090275) | > loss_gen: 2.473423957824707 (2.2927917452419506) | > loss_kl: 2.778874635696411 (3.332126463160795) | > loss_feat: 5.702683448791504 (6.599122566335342) | > loss_mel: 17.738283157348633 (17.119812853196088) | > loss_duration: 2.4748799800872803 (2.3993717361898983) | > loss_1: 31.16814422607422 (31.743225434247186)  --> STEP: 18 | > loss_disc: 2.3971102237701416 (2.4675453901290894) | > loss_disc_real_0: 0.12691789865493774 (0.19801934187610945) | > loss_disc_real_1: 0.166524738073349 (0.20667806184954113) | > loss_disc_real_2: 0.17920459806919098 (0.1869963730374972) | > loss_disc_real_3: 0.14491431415081024 (0.19659079694085652) | > loss_disc_real_4: 0.23720569908618927 (0.23465360121594536) | > loss_disc_real_5: 0.21789346635341644 (0.19876599229044384) | > loss_0: 2.3971102237701416 (2.4675453901290894) | > loss_gen: 2.143874168395996 (2.2845185465282865) | > loss_kl: 3.443417549133301 (3.338309301270379) | > loss_feat: 7.607841491699219 (6.655162506633335) | > loss_mel: 15.774078369140625 (17.04504982630412) | > loss_duration: 2.2960901260375977 (2.393633868959215) | > loss_1: 31.265300750732422 (31.71667406294081)  --> STEP: 19 | > loss_disc: 2.4970591068267822 (2.469098743639494) | > loss_disc_real_0: 0.13199689984321594 (0.19454447650595716) | > loss_disc_real_1: 0.15190023183822632 (0.20379501816473508) | > loss_disc_real_2: 0.21296857297420502 (0.18836333092890287) | > loss_disc_real_3: 0.19708140194416046 (0.19661661825681986) | > loss_disc_real_4: 0.23029962182044983 (0.2344244444056561) | > loss_disc_real_5: 0.18311381340026855 (0.19794219340148725) | > loss_0: 2.4970591068267822 (2.469098743639494) | > loss_gen: 1.9054733514785767 (2.264568799420407) | > loss_kl: 2.5984606742858887 (3.299369899850143) | > loss_feat: 4.99774169921875 (6.567929832558883) | > loss_mel: 14.271629333496094 (16.899080326682643) | > loss_duration: 2.3756566047668457 (2.3926876971596167) | > loss_1: 26.148962020874023 (31.42363658704256)  --> STEP: 20 | > loss_disc: 2.347567081451416 (2.46302216053009) | > loss_disc_real_0: 0.15847563743591309 (0.19274103455245495) | > loss_disc_real_1: 0.1546081155538559 (0.20133567303419114) | > loss_disc_real_2: 0.18689444661140442 (0.18828988671302796) | > loss_disc_real_3: 0.17875432968139648 (0.1957235038280487) | > loss_disc_real_4: 0.21985049545764923 (0.23369574695825576) | > loss_disc_real_5: 0.1795409470796585 (0.19702213108539582) | > loss_0: 2.347567081451416 (2.46302216053009) | > loss_gen: 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(16.80421865554083) | > loss_duration: 2.1968369483947754 (2.3814325559706915) | > loss_1: 27.59844398498535 (31.186452683948335)  --> STEP: 22 | > loss_disc: 2.3728432655334473 (2.4630846327001397) | > loss_disc_real_0: 0.11939270049333572 (0.18884241174567828) | > loss_disc_real_1: 0.15080252289772034 (0.19996565851298245) | > loss_disc_real_2: 0.2009638249874115 (0.19075451181693512) | > loss_disc_real_3: 0.19393998384475708 (0.19647074152122845) | > loss_disc_real_4: 0.23095020651817322 (0.23370437459512192) | > loss_disc_real_5: 0.18027588725090027 (0.1979317387396639) | > loss_0: 2.3728432655334473 (2.4630846327001397) | > loss_gen: 2.1392695903778076 (2.2564647035165266) | > loss_kl: 2.092437505722046 (3.1731500300494107) | > loss_feat: 6.776493549346924 (6.526068524880842) | > loss_mel: 19.646652221679688 (16.933420181274414) | > loss_duration: 2.2043099403381348 (2.3733815279873935) | > loss_1: 32.859161376953125 (31.262484897266734)  --> STEP: 23 | > loss_disc: 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loss_disc_real_2: 0.202536940574646 (0.19278535433113575) | > loss_disc_real_3: 0.22972510755062103 (0.19909024921556315) | > loss_disc_real_4: 0.28708508610725403 (0.23919304832816124) | > loss_disc_real_5: 0.23136144876480103 (0.20039183149735132) | > loss_0: 2.5642786026000977 (2.4689995547135672) | > loss_gen: 2.227046489715576 (2.264372631907463) | > loss_kl: 2.64020037651062 (3.140453428030014) | > loss_feat: 5.745668411254883 (6.456892877817154) | > loss_mel: 16.44706916809082 (16.930972973505657) | > loss_duration: 2.4645533561706543 (2.373889446258545) | > loss_1: 29.524539947509766 (31.166581392288208)  --> STEP: 25 | > loss_disc: 2.503765106201172 (2.4703901767730714) | > loss_disc_real_0: 0.14782261848449707 (0.19031818687915802) | > loss_disc_real_1: 0.14100751280784607 (0.19536618411540985) | > loss_disc_real_2: 0.2532403767108917 (0.195203555226326) | > loss_disc_real_3: 0.1749182641506195 (0.19812336981296538) | > loss_disc_real_4: 0.16449636220932007 (0.23620518088340758) | > loss_disc_real_5: 0.1634659618139267 (0.19891479671001433) | > loss_0: 2.503765106201172 (2.4703901767730714) | > loss_gen: 1.8604069948196411 (2.24821400642395) | > loss_kl: 2.9243836402893066 (3.131810636520386) | > loss_feat: 5.819420337677002 (6.431393976211548) | > loss_mel: 14.079936027526855 (16.816931495666505) | > loss_duration: 2.4237587451934814 (2.3758842182159423) | > loss_1: 27.107906341552734 (31.004234390258787)  --> STEP: 26 | > loss_disc: 2.703392267227173 (2.4793517956366906) | > loss_disc_real_0: 0.13990512490272522 (0.18837922295698753) | > loss_disc_real_1: 0.15746958553791046 (0.19390862263165987) | > loss_disc_real_2: 0.17764320969581604 (0.19452815732130638) | > loss_disc_real_3: 0.09482637792825699 (0.19415040858663046) | > loss_disc_real_4: 0.16263487935066223 (0.23337555390137893) | > loss_disc_real_5: 0.10864435881376266 (0.19544285679092774) | > loss_0: 2.703392267227173 (2.4793517956366906) | > loss_gen: 2.036743402481079 (2.2400805216569166) | > loss_kl: 2.5131185054779053 (3.108014785326444) | > loss_feat: 16.026954650878906 (6.800454002160293) | > loss_mel: 19.847414016723633 (16.933488515707165) | > loss_duration: 2.2617671489715576 (2.3714951001680813) | > loss_1: 42.68600082397461 (31.45353309924786) --> EVAL PERFORMANCE | > avg_loader_time: 0.002583173605111929 (+0.00015628337860107422) | > avg_loss_disc: 2.4793517956366906 (-0.005980225709768305) | > avg_loss_disc_real_0: 0.18837922295698753 (+0.03793096628326634) | > avg_loss_disc_real_1: 0.19390862263165987 (+0.00948592791190514) | > avg_loss_disc_real_2: 0.19452815732130638 (-0.011320401269655972) | > avg_loss_disc_real_3: 0.19415040858663046 (-0.042091709776566566) | > avg_loss_disc_real_4: 0.23337555390137893 (-0.029450483047045173) | > avg_loss_disc_real_5: 0.19544285679092774 (-0.059310517345483454) | > avg_loss_0: 2.4793517956366906 (-0.005980225709768305) | > avg_loss_gen: 2.2400805216569166 (-0.04169132159306521) | > avg_loss_kl: 3.108014785326444 (-0.05523144281827497) | > avg_loss_feat: 6.800454002160293 (+0.015426975030165657) | > avg_loss_mel: 16.933488515707165 (-0.01422764704777535) | > avg_loss_duration: 2.3714951001680813 (-0.003205262697659972) | > avg_loss_1: 31.45353309924786 (-0.09892830481895842)  > EPOCH: 965/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:04:42)   --> TIME: 2024-06-12 10:04:52 -- STEP: 24/330 -- GLOBAL_STEP: 406475 | > loss_disc: 2.380167007446289 (2.297640790541967) | > loss_disc_real_0: 0.08791195601224899 (0.0969176630799969) | > loss_disc_real_1: 0.2004324048757553 (0.19696980280180773) | > loss_disc_real_2: 0.21981337666511536 (0.21086144633591175) | > loss_disc_real_3: 0.22343681752681732 (0.22739322235186896) | > loss_disc_real_4: 0.21222132444381714 (0.22946343881388506) | > loss_disc_real_5: 0.2196444571018219 (0.21954287278155485) | > loss_0: 2.380167007446289 (2.297640790541967) | > grad_norm_0: tensor(5.6390, device='cuda:0') (tensor(7.4427, device='cuda:0')) | > loss_gen: 2.4295012950897217 (2.570941756169001) | > loss_kl: 1.9194252490997314 (1.9653897831837337) | > loss_feat: 7.932031154632568 (7.308716436227162) | > loss_mel: 17.553133010864258 (17.40807382265727) | > loss_duration: 1.9304355382919312 (2.02066061894099) | > loss_1: 31.7645263671875 (31.27378257115682) | > grad_norm_1: tensor(70.4782, device='cuda:0') (tensor(76.1389, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.3672 (0.36096955339113873) | > loader_time: 0.0032 (0.003179748853047689)  --> TIME: 2024-06-12 10:05:01 -- STEP: 49/330 -- GLOBAL_STEP: 406500 | > loss_disc: 2.4468157291412354 (2.3193885306922755) | > loss_disc_real_0: 0.11019477248191833 (0.10161223034469449) | > loss_disc_real_1: 0.2308281511068344 (0.19631666370800563) | > loss_disc_real_2: 0.21926940977573395 (0.20955067203969371) | > loss_disc_real_3: 0.23379354178905487 (0.22552775789280327) | > loss_disc_real_4: 0.22546115517616272 (0.2285063324534163) | > loss_disc_real_5: 0.2339538335800171 (0.22160407323010115) | > loss_0: 2.4468157291412354 (2.3193885306922755) | > grad_norm_0: tensor(17.3989, device='cuda:0') (tensor(8.1018, device='cuda:0')) | > loss_gen: 2.507889747619629 (2.546667789926335) | > loss_kl: 2.1606738567352295 (1.9875303239238507) | > loss_feat: 7.093968391418457 (7.260013697098713) | > loss_mel: 16.786746978759766 (17.215282946216814) | > loss_duration: 1.9104998111724854 (1.9850126431912798) | > loss_1: 30.45977783203125 (30.99450745874522) | > grad_norm_1: tensor(184.9745, device='cuda:0') (tensor(88.0972, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.3567 (0.3594279629843576) | > loader_time: 0.0034 (0.003341076325397102) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_406500.pth  --> TIME: 2024-06-12 10:05:15 -- STEP: 74/330 -- GLOBAL_STEP: 406525 | > loss_disc: 2.348759174346924 (2.3447568255501823) | > loss_disc_real_0: 0.17027662694454193 (0.10428853101424268) | > loss_disc_real_1: 0.20202863216400146 (0.19658138784202367) | > loss_disc_real_2: 0.21605190634727478 (0.21164516681754916) | > loss_disc_real_3: 0.21425896883010864 (0.2283592375146376) | > loss_disc_real_4: 0.21917496621608734 (0.2302919388622851) | > loss_disc_real_5: 0.19732387363910675 (0.22262780650241956) | > loss_0: 2.348759174346924 (2.3447568255501823) | > grad_norm_0: tensor(14.9434, device='cuda:0') (tensor(8.8943, device='cuda:0')) | > loss_gen: 2.5595476627349854 (2.5220033252561413) | > loss_kl: 2.116060495376587 (1.9939582396197963) | > loss_feat: 7.079314231872559 (7.195997296152888) | > loss_mel: 16.93288803100586 (17.206652216009193) | > loss_duration: 1.8940622806549072 (1.9746480245847964) | > loss_1: 30.581871032714844 (30.893259203111803) | > grad_norm_1: tensor(241.9662, device='cuda:0') (tensor(108.8990, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.373 (0.36174350493663066) | > loader_time: 0.0039 (0.0034930448274354676)  --> TIME: 2024-06-12 10:05:24 -- STEP: 99/330 -- GLOBAL_STEP: 406550 | > loss_disc: 2.353221893310547 (2.345835030680956) | > loss_disc_real_0: 0.099404476583004 (0.10465764976812131) | > loss_disc_real_1: 0.18186023831367493 (0.1968341867129008) | > loss_disc_real_2: 0.22440968453884125 (0.21240335010518935) | > loss_disc_real_3: 0.2553981840610504 (0.22958396134352443) | > loss_disc_real_4: 0.2502981424331665 (0.23062649324084772) | > loss_disc_real_5: 0.26698777079582214 (0.22209403731606223) | > loss_0: 2.353221893310547 (2.345835030680956) | > grad_norm_0: tensor(9.6050, device='cuda:0') (tensor(9.1935, device='cuda:0')) | > loss_gen: 2.4534988403320312 (2.5147137425162573) | > loss_kl: 2.007664918899536 (1.9990000050477308) | > loss_feat: 7.061953067779541 (7.1287163965629805) | > loss_mel: 17.135791778564453 (17.134718943123865) | > loss_duration: 1.9834842681884766 (1.9763555334071923) | > loss_1: 30.642393112182617 (30.75350466641513) | > grad_norm_1: tensor(99.6888, device='cuda:0') (tensor(113.4185, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.374 (0.36394694598034166) | > loader_time: 0.0042 (0.003598735790060024)  --> TIME: 2024-06-12 10:05:34 -- STEP: 124/330 -- GLOBAL_STEP: 406575 | > loss_disc: 2.386340618133545 (2.354065606670997) | > loss_disc_real_0: 0.10190869867801666 (0.10769490404955802) | > loss_disc_real_1: 0.21910889446735382 (0.19622584816909605) | > loss_disc_real_2: 0.23762696981430054 (0.21313241712989348) | > loss_disc_real_3: 0.22685660421848297 (0.22922431389170309) | > loss_disc_real_4: 0.20484299957752228 (0.23028982995498565) | > loss_disc_real_5: 0.23416279256343842 (0.22196089440295774) | > loss_0: 2.386340618133545 (2.354065606670997) | > grad_norm_0: tensor(10.7777, device='cuda:0') (tensor(9.4796, device='cuda:0')) | > loss_gen: 2.4166481494903564 (2.5014845190509667) | > loss_kl: 2.0203936100006104 (2.003315654493147) | > loss_feat: 7.148608684539795 (7.069918301797682) | > loss_mel: 17.75450897216797 (17.14236838586869) | > loss_duration: 1.9941188097000122 (1.9803737815349336) | > loss_1: 31.334280014038086 (30.697460651397705) | > grad_norm_1: tensor(124.4333, device='cuda:0') (tensor(117.6666, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.3733 (0.36570629381364383) | > loader_time: 0.0046 (0.003712315713205645)  --> TIME: 2024-06-12 10:05:43 -- STEP: 149/330 -- GLOBAL_STEP: 406600 | > loss_disc: 2.3511455059051514 (2.354751484506084) | > loss_disc_real_0: 0.13365264236927032 (0.10926897258766545) | > loss_disc_real_1: 0.17579041421413422 (0.19530864809983528) | > loss_disc_real_2: 0.23616164922714233 (0.2123638631513455) | > loss_disc_real_3: 0.21075260639190674 (0.22880734653280885) | > loss_disc_real_4: 0.21410131454467773 (0.23103680306633048) | > loss_disc_real_5: 0.1916811466217041 (0.22218621747205722) | > loss_0: 2.3511455059051514 (2.354751484506084) | > grad_norm_0: tensor(8.9695, device='cuda:0') (tensor(10.4553, device='cuda:0')) | > loss_gen: 2.3394742012023926 (2.5000043059355455) | > loss_kl: 2.0141072273254395 (2.002974927025353) | > loss_feat: 6.43750524520874 (7.072608077286074) | > loss_mel: 17.356290817260742 (17.11808421627787) | > loss_duration: 2.0150489807128906 (1.9852683176130257) | > loss_1: 30.162425994873047 (30.678939883340924) | > grad_norm_1: tensor(111.4551, device='cuda:0') (tensor(132.1564, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.3883 (0.3677911726420357) | > loader_time: 0.0049 (0.0038333723209048277)  --> TIME: 2024-06-12 10:05:54 -- STEP: 174/330 -- GLOBAL_STEP: 406625 | > loss_disc: 2.2589163780212402 (2.3583928058887365) | > loss_disc_real_0: 0.0968119278550148 (0.11077760733749675) | > loss_disc_real_1: 0.18605883419513702 (0.1954938693121932) | > loss_disc_real_2: 0.21166014671325684 (0.212267865908557) | > loss_disc_real_3: 0.2530302107334137 (0.22890274800445842) | > loss_disc_real_4: 0.20435094833374023 (0.23157657477362403) | > loss_disc_real_5: 0.18698248267173767 (0.2223352905491303) | > loss_0: 2.2589163780212402 (2.3583928058887365) | > grad_norm_0: tensor(11.4627, device='cuda:0') (tensor(11.5507, device='cuda:0')) | > loss_gen: 2.6342062950134277 (2.49939006361468) | > loss_kl: 2.0871424674987793 (2.0097399730792) | > loss_feat: 7.39786958694458 (7.05686632792155) | > loss_mel: 17.297954559326172 (17.09618905494953) | > loss_duration: 2.0829057693481445 (1.9915947626376975) | > loss_1: 31.500080108642578 (30.65378022467953) | > grad_norm_1: tensor(264.3140, device='cuda:0') (tensor(146.3570, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.3997 (0.3723683096896643) | > loader_time: 0.0044 (0.003938820170260023)  --> TIME: 2024-06-12 10:06:04 -- STEP: 199/330 -- GLOBAL_STEP: 406650 | > loss_disc: 2.492494583129883 (2.359761386660476) | > loss_disc_real_0: 0.18853671848773956 (0.11226441415410544) | > loss_disc_real_1: 0.21008193492889404 (0.1958661355714702) | > loss_disc_real_2: 0.22085313498973846 (0.21265616511280216) | > loss_disc_real_3: 0.2316669076681137 (0.2292625763308463) | > loss_disc_real_4: 0.24726730585098267 (0.23119982507959683) | > loss_disc_real_5: 0.26919469237327576 (0.22085044634102577) | > loss_0: 2.492494583129883 (2.359761386660476) | > grad_norm_0: tensor(39.9773, device='cuda:0') (tensor(13.2007, device='cuda:0')) | > loss_gen: 2.4203784465789795 (2.5075283517789617) | > loss_kl: 1.9387564659118652 (2.0139453363178967) | > loss_feat: 5.862873077392578 (7.056762323906673) | > loss_mel: 16.246051788330078 (17.066326716437413) | > loss_duration: 2.129244565963745 (2.000483350538129) | > loss_1: 28.59730339050293 (30.64504609036086) | > grad_norm_1: tensor(222.8907, device='cuda:0') (tensor(170.9414, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.3824 (0.3755930093065578) | > loader_time: 0.0048 (0.004054838688529315)  --> TIME: 2024-06-12 10:06:14 -- STEP: 224/330 -- GLOBAL_STEP: 406675 | > loss_disc: 2.3813540935516357 (2.3613975729261134) | > loss_disc_real_0: 0.09037700295448303 (0.1122728057006108) | > loss_disc_real_1: 0.21065175533294678 (0.1962142846147929) | > loss_disc_real_2: 0.23897752165794373 (0.21269055642187598) | > loss_disc_real_3: 0.2500050961971283 (0.22923939216083714) | > loss_disc_real_4: 0.2796074450016022 (0.23142860530476486) | > loss_disc_real_5: 0.27459537982940674 (0.22088749247736164) | > loss_0: 2.3813540935516357 (2.3613975729261134) | > grad_norm_0: tensor(26.4265, device='cuda:0') (tensor(15.4659, device='cuda:0')) | > loss_gen: 2.800199508666992 (2.5159496824656236) | > loss_kl: 2.015655994415283 (2.0217697678932125) | > loss_feat: 7.6043829917907715 (7.071161508560181) | > loss_mel: 17.80196189880371 (17.027967206069402) | > loss_duration: 2.1006109714508057 (2.008715109633547) | > loss_1: 32.322811126708984 (30.645563338484084) | > grad_norm_1: tensor(397.8898, device='cuda:0') (tensor(198.2625, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.4098 (0.378604456782341) | > loader_time: 0.0048 (0.004172329391751972)  --> TIME: 2024-06-12 10:06:25 -- STEP: 249/330 -- GLOBAL_STEP: 406700 | > loss_disc: 2.356368064880371 (2.3605163231432207) | > loss_disc_real_0: 0.093905508518219 (0.11319754559950657) | > loss_disc_real_1: 0.20023615658283234 (0.19648527763933543) | > loss_disc_real_2: 0.18769709765911102 (0.2123414757979443) | > loss_disc_real_3: 0.2604473829269409 (0.22962818034442076) | > loss_disc_real_4: 0.2514432370662689 (0.23178806087099404) | > loss_disc_real_5: 0.24323482811450958 (0.220422527936089) | > loss_0: 2.356368064880371 (2.3605163231432207) | > grad_norm_0: tensor(34.3197, device='cuda:0') (tensor(16.7644, device='cuda:0')) | > loss_gen: 2.4287922382354736 (2.5161224618015536) | > loss_kl: 2.083757162094116 (2.023747909021187) | > loss_feat: 6.200695991516113 (7.050238835284987) | > loss_mel: 15.873821258544922 (16.987698796283766) | > loss_duration: 2.0836758613586426 (2.0178369848603697) | > loss_1: 28.670743942260742 (30.595645031297064) | > grad_norm_1: tensor(433.8727, device='cuda:0') (tensor(218.4758, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.4332 (0.38306199498923427) | > loader_time: 0.0055 (0.004316806793212892)  --> TIME: 2024-06-12 10:06:36 -- STEP: 274/330 -- GLOBAL_STEP: 406725 | > loss_disc: 2.415963649749756 (2.363173007965089) | > loss_disc_real_0: 0.12263384461402893 (0.114236683768295) | > loss_disc_real_1: 0.20891503989696503 (0.1970522346614051) | > loss_disc_real_2: 0.2820127308368683 (0.21221515835419194) | > loss_disc_real_3: 0.21821485459804535 (0.22959880742931021) | > loss_disc_real_4: 0.23171958327293396 (0.23164988276514695) | > loss_disc_real_5: 0.21333752572536469 (0.22075498180232778) | > loss_0: 2.415963649749756 (2.363173007965089) | > grad_norm_0: tensor(15.4215, device='cuda:0') (tensor(17.2634, device='cuda:0')) | > loss_gen: 2.484117269515991 (2.5097633983096954) | > loss_kl: 2.0861778259277344 (2.0290534287473596) | > loss_feat: 6.860441207885742 (7.037975638452236) | > loss_mel: 15.972731590270996 (16.946870706377236) | > loss_duration: 2.1288228034973145 (2.0268710690693257) | > loss_1: 29.532289505004883 (30.55053430404106) | > grad_norm_1: tensor(203.1574, device='cuda:0') (tensor(230.3407, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.4535 (0.3880108995159177) | > loader_time: 0.0064 (0.00444808580579549)  --> TIME: 2024-06-12 10:06:48 -- STEP: 299/330 -- GLOBAL_STEP: 406750 | > loss_disc: 2.3737590312957764 (2.366105188095451) | > loss_disc_real_0: 0.12884487211704254 (0.11571122489146961) | > loss_disc_real_1: 0.20392729341983795 (0.19692041508130792) | > loss_disc_real_2: 0.22045667469501495 (0.2122047352651291) | > loss_disc_real_3: 0.21620851755142212 (0.22942585724851358) | > loss_disc_real_4: 0.20906685292720795 (0.23158429827179797) | > loss_disc_real_5: 0.2254571169614792 (0.22101243204097684) | > loss_0: 2.3737590312957764 (2.366105188095451) | > grad_norm_0: tensor(12.3020, device='cuda:0') (tensor(17.4419, device='cuda:0')) | > loss_gen: 2.6335127353668213 (2.5018682902473275) | > loss_kl: 2.065457582473755 (2.033758105641624) | > loss_feat: 7.638254642486572 (7.022612751925666) | > loss_mel: 17.11676788330078 (16.917110672762565) | > loss_duration: 2.1905694007873535 (2.0377150327465596) | > loss_1: 31.644561767578125 (30.513064885219205) | > grad_norm_1: tensor(117.6374, device='cuda:0') (tensor(230.4171, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.4644 (0.3941678107781553) | > loader_time: 0.0066 (0.0046149121479047185)  --> TIME: 2024-06-12 10:07:02 -- STEP: 324/330 -- GLOBAL_STEP: 406775 | > loss_disc: 2.588609457015991 (2.372034640223892) | > loss_disc_real_0: 0.1707325577735901 (0.11774227411750655) | > loss_disc_real_1: 0.20911677181720734 (0.19770559102848714) | > loss_disc_real_2: 0.2266562134027481 (0.21286020667096725) | > loss_disc_real_3: 0.24074169993400574 (0.22977457641635413) | > loss_disc_real_4: 0.27361464500427246 (0.2318685344983766) | > loss_disc_real_5: 0.25236088037490845 (0.22122037314154483) | > loss_0: 2.588609457015991 (2.372034640223892) | > grad_norm_0: tensor(11.8276, device='cuda:0') (tensor(17.2759, device='cuda:0')) | > loss_gen: 2.290341377258301 (2.495480924476812) | > loss_kl: 2.1722702980041504 (2.0388494343669348) | > loss_feat: 8.919225692749023 (7.0574712738578675) | > loss_mel: 16.720447540283203 (16.883543252944946) | > loss_duration: 2.241776943206787 (2.0523129631707677) | > loss_1: 32.344058990478516 (30.527657873836564) | > grad_norm_1: tensor(99.1495, device='cuda:0') (tensor(230.9879, device='cuda:0')) | > current_lr_0: 0.0001772719203464396 | > current_lr_1: 0.0001772719203464396 | > step_time: 0.5827 (0.40506431570759527) | > loader_time: 0.009 (0.004867391085919039)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.635068416595459 (2.635068416595459) | > loss_disc_real_0: 0.1141904816031456 (0.1141904816031456) | > loss_disc_real_1: 0.2999030351638794 (0.2999030351638794) | > loss_disc_real_2: 0.2704979479312897 (0.2704979479312897) | > loss_disc_real_3: 0.26786911487579346 (0.26786911487579346) | > loss_disc_real_4: 0.32403919100761414 (0.32403919100761414) | > loss_disc_real_5: 0.26840147376060486 (0.26840147376060486) | > loss_0: 2.635068416595459 (2.635068416595459) | > loss_gen: 2.2973251342773438 (2.2973251342773438) | > loss_kl: 3.042311191558838 (3.042311191558838) | > loss_feat: 4.683475971221924 (4.683475971221924) | > loss_mel: 14.494390487670898 (14.494390487670898) | > loss_duration: 3.0506482124328613 (3.0506482124328613) | > loss_1: 27.56814956665039 (27.56814956665039)  --> STEP: 1 | > loss_disc: 2.3233375549316406 (2.3233375549316406) | > loss_disc_real_0: 0.03450215607881546 (0.03450215607881546) | > loss_disc_real_1: 0.15307487547397614 (0.15307487547397614) | > loss_disc_real_2: 0.17643098533153534 (0.17643098533153534) | > loss_disc_real_3: 0.29243749380111694 (0.29243749380111694) | > loss_disc_real_4: 0.321346253156662 (0.321346253156662) | > loss_disc_real_5: 0.2748303711414337 (0.2748303711414337) | > loss_0: 2.3233375549316406 (2.3233375549316406) | > loss_gen: 2.3588287830352783 (2.3588287830352783) | > loss_kl: 3.270228385925293 (3.270228385925293) | > loss_feat: 6.215240001678467 (6.215240001678467) | > loss_mel: 18.36396598815918 (18.36396598815918) | > loss_duration: 2.520256996154785 (2.520256996154785) | > loss_1: 32.728519439697266 (32.728519439697266)  --> STEP: 2 | > loss_disc: 2.2977099418640137 (2.310523748397827) | > loss_disc_real_0: 0.07126690447330475 (0.052884530276060104) | > loss_disc_real_1: 0.18702659010887146 (0.1700507327914238) | > loss_disc_real_2: 0.19833502173423767 (0.1873830035328865) | > loss_disc_real_3: 0.2199934870004654 (0.25621549040079117) | > loss_disc_real_4: 0.32408633828163147 (0.32271629571914673) | > loss_disc_real_5: 0.2658296227455139 (0.2703299969434738) | > loss_0: 2.2977099418640137 (2.310523748397827) | > loss_gen: 2.5499415397644043 (2.4543851613998413) | > loss_kl: 2.938373565673828 (3.1043009757995605) | > loss_feat: 7.035318851470947 (6.625279426574707) | > loss_mel: 20.189077377319336 (19.276521682739258) | > loss_duration: 2.4919519424438477 (2.5061044692993164) | > loss_1: 35.20466232299805 (33.966590881347656)  --> STEP: 3 | > loss_disc: 2.3385848999023438 (2.3198774655659995) | > loss_disc_real_0: 0.11258268356323242 (0.07278391470511754) | > loss_disc_real_1: 0.18253454566001892 (0.17421200374762216) | > loss_disc_real_2: 0.24485255777835846 (0.20653952161471048) | > loss_disc_real_3: 0.2270386517047882 (0.2464898775021235) | > loss_disc_real_4: 0.23041433095932007 (0.29194897413253784) | > loss_disc_real_5: 0.24277997016906738 (0.2611466546853383) | > loss_0: 2.3385848999023438 (2.3198774655659995) | > loss_gen: 2.4606423377990723 (2.4564708868662515) | > loss_kl: 2.495854616165161 (2.9014855225880942) | > loss_feat: 7.276272296905518 (6.8422770500183105) | > loss_mel: 17.571044921875 (18.70802942911784) | > loss_duration: 2.352552890777588 (2.4549206097920737) | > loss_1: 32.156368255615234 (33.36318333943685)  --> STEP: 4 | > loss_disc: 2.4115066528320312 (2.3427847623825073) | > loss_disc_real_0: 0.13267266750335693 (0.08775610290467739) | > loss_disc_real_1: 0.2999701201915741 (0.20565153285861015) | > loss_disc_real_2: 0.2347719669342041 (0.2135976329445839) | > loss_disc_real_3: 0.26011309027671814 (0.24989568069577217) | > loss_disc_real_4: 0.2192983776330948 (0.2737863250076771) | > loss_disc_real_5: 0.16409580409526825 (0.23688394203782082) | > loss_0: 2.4115066528320312 (2.3427847623825073) | > loss_gen: 2.3985157012939453 (2.441982090473175) | > loss_kl: 4.409428119659424 (3.2784711718559265) | > loss_feat: 7.090578079223633 (6.904352307319641) | > loss_mel: 17.765121459960938 (18.472302436828613) | > loss_duration: 2.505491256713867 (2.467563271522522) | > loss_1: 34.16913604736328 (33.56467151641846)  --> STEP: 5 | > loss_disc: 2.4100797176361084 (2.3562437534332275) | > loss_disc_real_0: 0.1463620960712433 (0.09947730153799057) | > loss_disc_real_1: 0.2265368103981018 (0.20982858836650847) | > loss_disc_real_2: 0.26900017261505127 (0.22467814087867738) | > loss_disc_real_3: 0.2020033448934555 (0.24031721353530883) | > loss_disc_real_4: 0.25889644026756287 (0.27080834805965426) | > loss_disc_real_5: 0.2321157157421112 (0.23593029677867888) | > loss_0: 2.4100797176361084 (2.3562437534332275) | > loss_gen: 2.396743059158325 (2.432934284210205) | > loss_kl: 3.115675926208496 (3.2459121227264403) | > loss_feat: 5.459218502044678 (6.615325546264648) | > loss_mel: 17.781328201293945 (18.33410758972168) | > loss_duration: 2.4553699493408203 (2.4651246070861816) | > loss_1: 31.208335876464844 (33.093404388427736)  --> STEP: 6 | > loss_disc: 2.3900718688964844 (2.3618817726771035) | > loss_disc_real_0: 0.0660259947180748 (0.09390208373467128) | > loss_disc_real_1: 0.2620885670185089 (0.21853858480850855) | > loss_disc_real_2: 0.30629628896713257 (0.23828116556008658) | > loss_disc_real_3: 0.28266459703445435 (0.2473751107851664) | > loss_disc_real_4: 0.2911059856414795 (0.2741912876566251) | > loss_disc_real_5: 0.2398536205291748 (0.23658418407042822) | > loss_0: 2.3900718688964844 (2.3618817726771035) | > loss_gen: 2.733524799346924 (2.483032703399658) | > loss_kl: 3.7824366092681885 (3.3353328704833984) | > loss_feat: 6.098478317260742 (6.529184341430664) | > loss_mel: 16.907997131347656 (18.096422513326008) | > loss_duration: 2.1909422874450684 (2.4194275538126626) | > loss_1: 31.71337890625 (32.86340014139811)  --> STEP: 7 | > loss_disc: 2.5380964279174805 (2.3870552948543002) | > loss_disc_real_0: 0.08305903524160385 (0.09235307680709022) | > loss_disc_real_1: 0.22503145039081573 (0.21946613703455245) | > loss_disc_real_2: 0.2833651006221771 (0.2447217277118138) | > loss_disc_real_3: 0.27397581934928894 (0.2511752120086125) | > loss_disc_real_4: 0.28198543190956116 (0.27530473683561596) | > loss_disc_real_5: 0.2903073728084564 (0.24425892531871796) | > loss_0: 2.5380964279174805 (2.3870552948543002) | > loss_gen: 2.254596710205078 (2.4503989900861467) | > loss_kl: 4.433774948120117 (3.492253167288644) | > loss_feat: 4.405755996704102 (6.225837435041155) | > loss_mel: 17.010536193847656 (17.941295896257675) | > loss_duration: 2.5490055084228516 (2.437938690185547) | > loss_1: 30.653669357299805 (32.54772431509836)  --> STEP: 8 | > loss_disc: 2.425184488296509 (2.3918214440345764) | > loss_disc_real_0: 0.14467035233974457 (0.09889273624867201) | > loss_disc_real_1: 0.2096022069454193 (0.2182331457734108) | > loss_disc_real_2: 0.26398345828056335 (0.24712944403290749) | > loss_disc_real_3: 0.26748982071876526 (0.2532145380973816) | > loss_disc_real_4: 0.2646566927433014 (0.27397373132407665) | > loss_disc_real_5: 0.25064817070961 (0.24505758099257946) | > loss_0: 2.425184488296509 (2.3918214440345764) | > loss_gen: 2.497389316558838 (2.456272780895233) | > loss_kl: 3.0084469318389893 (3.431777387857437) | > loss_feat: 6.845507621765137 (6.303296208381653) | > loss_mel: 15.445782661437988 (17.629356741905212) | > loss_duration: 2.373589038848877 (2.429894983768463) | > loss_1: 30.170713424682617 (32.25059795379639)  --> STEP: 9 | > loss_disc: 2.409557580947876 (2.3937921259138317) | > loss_disc_real_0: 0.19109642505645752 (0.10913759056064817) | > loss_disc_real_1: 0.2215224653482437 (0.21859862572617) | > loss_disc_real_2: 0.32856494188308716 (0.25617783268292743) | > loss_disc_real_3: 0.23881866037845612 (0.2516149961286121) | > loss_disc_real_4: 0.23764778673648834 (0.26993751525878906) | > loss_disc_real_5: 0.237251415848732 (0.24419022930992973) | > loss_0: 2.409557580947876 (2.3937921259138317) | > loss_gen: 2.6195449829101562 (2.4744141366746693) | > loss_kl: 3.1429450511932373 (3.3996849060058594) | > loss_feat: 8.7185640335083 (6.571659300062391) | > loss_mel: 18.799182891845703 (17.759337425231934) | > loss_duration: 2.2046146392822266 (2.4048638343811035) | > loss_1: 35.48484802246094 (32.609959072536896)  --> STEP: 10 | > loss_disc: 2.267765998840332 (2.3811895132064818) | > loss_disc_real_0: 0.06416824460029602 (0.10464065596461296) | > loss_disc_real_1: 0.2091161161661148 (0.2176503747701645) | > loss_disc_real_2: 0.24516268074512482 (0.25507631748914716) | > loss_disc_real_3: 0.2689629793167114 (0.253349794447422) | > loss_disc_real_4: 0.255600243806839 (0.26850378811359404) | > loss_disc_real_5: 0.18271362781524658 (0.23804256916046143) | > loss_0: 2.267765998840332 (2.3811895132064818) | > loss_gen: 2.5954432487487793 (2.48651704788208) | > loss_kl: 2.7330162525177 (3.3330180406570435) | > loss_feat: 7.709446907043457 (6.685438060760498) | > loss_mel: 18.355369567871094 (17.81894063949585) | > loss_duration: 2.4050536155700684 (2.4048828125) | > loss_1: 33.7983283996582 (32.72879600524902)  --> STEP: 11 | > loss_disc: 2.6131176948547363 (2.4022738933563232) | > loss_disc_real_0: 0.1803683042526245 (0.11152498762715947) | > loss_disc_real_1: 0.23567308485507965 (0.21928880295970224) | > loss_disc_real_2: 0.212055966258049 (0.25116537646813825) | > loss_disc_real_3: 0.2875455319881439 (0.2564584978602149) | > loss_disc_real_4: 0.22254717350006104 (0.2643259140578183) | > loss_disc_real_5: 0.2843954265117645 (0.24225646528330716) | > loss_0: 2.6131176948547363 (2.4022738933563232) | > loss_gen: 2.2700881958007812 (2.466841697692871) | > loss_kl: 3.9453647136688232 (3.3886859200217505) | > loss_feat: 5.671503067016602 (6.593262152238325) | > loss_mel: 17.131166458129883 (17.756415713917125) | > loss_duration: 2.489647388458252 (2.412588683041659) | > loss_1: 31.507770538330078 (32.61779369007457)  --> STEP: 12 | > loss_disc: 2.189296245574951 (2.3845257560412088) | > loss_disc_real_0: 0.08600576967000961 (0.10939838613073032) | > loss_disc_real_1: 0.21213071048259735 (0.21869229525327682) | > loss_disc_real_2: 0.2795235514640808 (0.25352855771780014) | > loss_disc_real_3: 0.19660508632659912 (0.25147071356574696) | > loss_disc_real_4: 0.18885287642478943 (0.25803649425506586) | > loss_disc_real_5: 0.16498050093650818 (0.23581680158774057) | > loss_0: 2.189296245574951 (2.3845257560412088) | > loss_gen: 2.440542221069336 (2.4646500746409097) | > loss_kl: 3.3920371532440186 (3.3889651894569397) | > loss_feat: 7.5049357414245605 (6.669234951337178) | > loss_mel: 17.295265197753906 (17.71798650423686) | > loss_duration: 2.3047070503234863 (2.4035985469818115) | > loss_1: 32.9374885559082 (32.644434928894036)  --> STEP: 13 | > loss_disc: 2.323152542114258 (2.3798047395852895) | > loss_disc_real_0: 0.0893160030245781 (0.10785358743025707) | > loss_disc_real_1: 0.20877423882484436 (0.2179293678357051) | > loss_disc_real_2: 0.2704220414161682 (0.25482805646382845) | > loss_disc_real_3: 0.27379852533340454 (0.25318823754787445) | > loss_disc_real_4: 0.23029157519340515 (0.2559022697118612) | > loss_disc_real_5: 0.20383530855178833 (0.23335668673882118) | > loss_0: 2.323152542114258 (2.3798047395852895) | > loss_gen: 2.441168785095215 (2.4628438215989332) | > loss_kl: 3.277989625930786 (3.3804286076472354) | > loss_feat: 7.101568698883057 (6.702491393456092) | > loss_mel: 14.90288257598877 (17.501440048217773) | > loss_duration: 2.3129754066467285 (2.3966275361868052) | > loss_1: 30.036584854125977 (32.4438310769888)  --> STEP: 14 | > loss_disc: 2.1729965209960938 (2.3650327239717757) | > loss_disc_real_0: 0.11823324859142303 (0.10859499179891177) | > loss_disc_real_1: 0.1516699641942978 (0.2131965532898903) | > loss_disc_real_2: 0.230483740568161 (0.25308917675699505) | > loss_disc_real_3: 0.23953376710414886 (0.2522129182304655) | > loss_disc_real_4: 0.2697969973087311 (0.25689475025449476) | > loss_disc_real_5: 0.16306766867637634 (0.2283360425915037) | > loss_0: 2.1729965209960938 (2.3650327239717757) | > loss_gen: 2.676560401916504 (2.478109291621617) | > loss_kl: 4.308357238769531 (3.446709224155971) | > loss_feat: 7.18102502822876 (6.736672367368426) | > loss_mel: 17.475618362426758 (17.499595642089844) | > loss_duration: 2.4723286628723145 (2.4020347595214844) | > loss_1: 34.113887786865234 (32.56312084197997)  --> STEP: 15 | > loss_disc: 2.4040117263793945 (2.3676313241322835) | > loss_disc_real_0: 0.1733800172805786 (0.11291399349768956) | > loss_disc_real_1: 0.18528816103935242 (0.2113359938065211) | > loss_disc_real_2: 0.1883193552494049 (0.24877118865648906) | > loss_disc_real_3: 0.25249794125556946 (0.25223191976547243) | > loss_disc_real_4: 0.2474733591079712 (0.2562666575113932) | > loss_disc_real_5: 0.2214774340391159 (0.2278788020213445) | > loss_0: 2.4040117263793945 (2.3676313241322835) | > loss_gen: 2.2985775470733643 (2.4661405086517334) | > loss_kl: 4.0215277671813965 (3.485030460357666) | > loss_feat: 7.2694902420043945 (6.772193559010824) | > loss_mel: 16.741512298583984 (17.449056752522786) | > loss_duration: 2.4271769523620605 (2.4037109057108563) | > loss_1: 32.75828552246094 (32.576131820678704)  --> STEP: 16 | > loss_disc: 2.424121618270874 (2.3711619675159454) | > loss_disc_real_0: 0.16863778233528137 (0.11639673030003905) | > loss_disc_real_1: 0.19816534221172333 (0.21051282808184624) | > loss_disc_real_2: 0.206441730260849 (0.24612559750676155) | > loss_disc_real_3: 0.2610923647880554 (0.25278569757938385) | > loss_disc_real_4: 0.2587290108203888 (0.25642055459320545) | > loss_disc_real_5: 0.2539912164211273 (0.22951082792133093) | > loss_0: 2.424121618270874 (2.3711619675159454) | > loss_gen: 2.3053717613220215 (2.4560924619436264) | > loss_kl: 2.968309164047241 (3.4527353793382645) | > loss_feat: 7.076499938964844 (6.79121270775795) | > loss_mel: 14.302399635314941 (17.252390682697296) | > loss_duration: 2.444308280944824 (2.406248241662979) | > loss_1: 29.09688949584961 (32.358679175376885)  --> STEP: 17 | > loss_disc: 2.395503520965576 (2.3725938236012176) | > loss_disc_real_0: 0.09569686651229858 (0.11517909125370138) | > loss_disc_real_1: 0.14357668161392212 (0.2065754077013801) | > loss_disc_real_2: 0.24647095799446106 (0.2461459128295674) | > loss_disc_real_3: 0.2778805196285248 (0.2542618635822745) | > loss_disc_real_4: 0.2567881643772125 (0.25644217869814706) | > loss_disc_real_5: 0.27695003151893616 (0.23230136930942535) | > loss_0: 2.395503520965576 (2.3725938236012176) | > loss_gen: 2.2953944206237793 (2.4466396359836353) | > loss_kl: 2.7727699279785156 (3.4127374116112206) | > loss_feat: 7.837706565856934 (6.852771169999066) | > loss_mel: 17.872461318969727 (17.28886542600744) | > loss_duration: 2.501713514328003 (2.4118638459373924) | > loss_1: 33.28004455566406 (32.41287713892319)  --> STEP: 18 | > loss_disc: 2.452003240585327 (2.377005457878113) | > loss_disc_real_0: 0.15073373913764954 (0.11715434946947628) | > loss_disc_real_1: 0.27459532022476196 (0.2103542917304569) | > loss_disc_real_2: 0.1943812221288681 (0.24327009667952856) | > loss_disc_real_3: 0.21646493673324585 (0.25216203431288403) | > loss_disc_real_4: 0.22759461402893066 (0.2548395362165239) | > loss_disc_real_5: 0.23126064240932465 (0.23224355114830864) | > loss_0: 2.452003240585327 (2.377005457878113) | > loss_gen: 2.356933116912842 (2.4416559404797025) | > loss_kl: 2.9678056240081787 (3.388018978966607) | > loss_feat: 6.866326808929443 (6.8535242610507545) | > loss_mel: 15.699376106262207 (17.20056046379937) | > loss_duration: 2.294847249984741 (2.405362923940023) | > loss_1: 30.18528938293457 (32.28912226359049)  --> STEP: 19 | > loss_disc: 2.3602607250213623 (2.3761241561488102) | > loss_disc_real_0: 0.10447123646736145 (0.11648681720620707) | > loss_disc_real_1: 0.20810401439666748 (0.21023585608131007) | > loss_disc_real_2: 0.22414346039295197 (0.242263431611814) | > loss_disc_real_3: 0.21790757775306702 (0.2503591681781568) | > loss_disc_real_4: 0.2111658751964569 (0.25254092247862564) | > loss_disc_real_5: 0.2636062502861023 (0.233894219523982) | > loss_0: 2.3602607250213623 (2.3761241561488102) | > loss_gen: 2.369215488433838 (2.4378432851088676) | > loss_kl: 2.3799850940704346 (3.3349645639720715) | > loss_feat: 7.4150471687316895 (6.883078098297119) | > loss_mel: 17.727622985839844 (17.228300596538343) | > loss_duration: 2.383030652999878 (2.4041875412589624) | > loss_1: 32.27490234375 (32.288373846756784)  --> STEP: 20 | > loss_disc: 2.3480355739593506 (2.374719727039337) | > loss_disc_real_0: 0.1206154078245163 (0.11669324673712253) | > loss_disc_real_1: 0.2028132826089859 (0.20986472740769385) | > loss_disc_real_2: 0.18291889131069183 (0.23929620459675788) | > loss_disc_real_3: 0.17316649854183197 (0.24649953469634056) | > loss_disc_real_4: 0.22740909457206726 (0.25128433108329773) | > loss_disc_real_5: 0.23466640710830688 (0.23393282890319825) | > loss_0: 2.3480355739593506 (2.374719727039337) | > loss_gen: 2.312804937362671 (2.4315913677215577) | > loss_kl: 2.406860113143921 (3.288559341430664) | > loss_feat: 7.069409370422363 (6.892394661903381) | > loss_mel: 19.67331314086914 (17.350551223754884) | > loss_duration: 2.300180673599243 (2.3989871978759765) | > loss_1: 33.762569427490234 (32.36208362579346)  --> STEP: 21 | > loss_disc: 2.5840296745300293 (2.3846868673960366) | > loss_disc_real_0: 0.13284903764724731 (0.11746257011379514) | > loss_disc_real_1: 0.22841589152812958 (0.21074811617533365) | > loss_disc_real_2: 0.3801959156990051 (0.24600571464924587) | > loss_disc_real_3: 0.27176302671432495 (0.24770255812576839) | > loss_disc_real_4: 0.28990644216537476 (0.2531234792300633) | > loss_disc_real_5: 0.2836820185184479 (0.23630183793249585) | > loss_0: 2.5840296745300293 (2.3846868673960366) | > loss_gen: 2.5822222232818604 (2.4387642656053816) | > loss_kl: 2.2592363357543945 (3.2395439602079845) | > loss_feat: 6.077164173126221 (6.853574162437802) | > loss_mel: 14.190923690795898 (17.200092769804456) | > loss_duration: 2.175551414489746 (2.3883473986671087) | > loss_1: 27.285099029541016 (32.12032245454334)  --> STEP: 22 | > loss_disc: 2.355304718017578 (2.3833513151515615) | > loss_disc_real_0: 0.08534935861825943 (0.11600287868217989) | > loss_disc_real_1: 0.20161375403404236 (0.21033291789618405) | > loss_disc_real_2: 0.2500637471675873 (0.24619017067280682) | > loss_disc_real_3: 0.20294338464736938 (0.24566805024038663) | > loss_disc_real_4: 0.28900089859962463 (0.2547542710195888) | > loss_disc_real_5: 0.19480828940868378 (0.23441576754504984) | > loss_0: 2.355304718017578 (2.3833513151515615) | > loss_gen: 2.4143145084381104 (2.437652913006869) | > loss_kl: 2.5788347721099854 (3.209511724385348) | > loss_feat: 6.783500671386719 (6.850389003753662) | > loss_mel: 18.198715209960938 (17.245484698902477) | > loss_duration: 2.233534336090088 (2.381310441277244) | > loss_1: 32.208900451660156 (32.12434872713956)  --> STEP: 23 | > loss_disc: 2.6377768516540527 (2.3944132949994956) | > loss_disc_real_0: 0.1727772355079651 (0.11847132897895316) | > loss_disc_real_1: 0.22386087477207184 (0.21092108993426614) | > loss_disc_real_2: 0.28003066778182983 (0.2476614966340687) | > loss_disc_real_3: 0.2742568850517273 (0.246911043058271) | > loss_disc_real_4: 0.28377941250801086 (0.2560162336929985) | > loss_disc_real_5: 0.31454452872276306 (0.23789962672668954) | > loss_0: 2.6377768516540527 (2.3944132949994956) | > loss_gen: 2.3732619285583496 (2.434853304987368) | > loss_kl: 3.098635673522949 (3.2046910265217656) | > loss_feat: 6.548829555511475 (6.837277723395306) | > loss_mel: 16.72219467163086 (17.22273295858632) | > loss_duration: 2.314370632171631 (2.3784000147943916) | > loss_1: 31.057292938232422 (32.07795499718708)  --> STEP: 24 | > loss_disc: 2.5600597858428955 (2.4013152321179705) | > loss_disc_real_0: 0.16834011673927307 (0.12054919513563316) | > loss_disc_real_1: 0.2719670832157135 (0.21346467298765978) | > loss_disc_real_2: 0.28928446769714355 (0.24939578709503016) | > loss_disc_real_3: 0.24231721460819244 (0.24671963353951773) | > loss_disc_real_4: 0.2742265462875366 (0.2567749967177709) | > loss_disc_real_5: 0.21481405198574066 (0.23693772777915) | > loss_0: 2.5600597858428955 (2.4013152321179705) | > loss_gen: 2.354585886001587 (2.431508829196294) | > loss_kl: 2.3806815147399902 (3.1703572968641915) | > loss_feat: 4.385125637054443 (6.7351047197977705) | > loss_mel: 16.0148983001709 (17.172406514485676) | > loss_duration: 2.4317147731781006 (2.3806214630603795) | > loss_1: 27.567005157470703 (31.88999875386556)  --> STEP: 25 | > loss_disc: 2.77510929107666 (2.416266994476318) | > loss_disc_real_0: 0.20018938183784485 (0.12373480260372162) | > loss_disc_real_1: 0.21481634676456451 (0.21351873993873596) | > loss_disc_real_2: 0.2771042287349701 (0.2505041247606277) | > loss_disc_real_3: 0.26248112320899963 (0.247350093126297) | > loss_disc_real_4: 0.24915257096290588 (0.2564700996875763) | > loss_disc_real_5: 0.23480772972106934 (0.23685252785682678) | > loss_0: 2.77510929107666 (2.416266994476318) | > loss_gen: 2.1635332107543945 (2.420789804458618) | > loss_kl: 2.4905834197998047 (3.1431663417816162) | > loss_feat: 6.0753254890441895 (6.7087135505676265) | > loss_mel: 15.572218894958496 (17.10839900970459) | > loss_duration: 2.376908302307129 (2.3804729366302495) | > loss_1: 28.678565979003906 (31.761541442871092)  --> STEP: 26 | > loss_disc: 2.8114712238311768 (2.4314671571438127) | > loss_disc_real_0: 0.15719878673553467 (0.12502187891648367) | > loss_disc_real_1: 0.15286581218242645 (0.21118593502503175) | > loss_disc_real_2: 0.12654390931129456 (0.24573642416642258) | > loss_disc_real_3: 0.15686540305614471 (0.24386991273898345) | > loss_disc_real_4: 0.27251821756362915 (0.2570873349905014) | > loss_disc_real_5: 0.512711226940155 (0.2474624778215702) | > loss_0: 2.8114712238311768 (2.4314671571438127) | > loss_gen: 1.9858527183532715 (2.4040614549930277) | > loss_kl: 2.7536303997039795 (3.1281841901632457) | > loss_feat: 10.494478225708008 (6.854319884226872) | > loss_mel: 16.467994689941406 (17.083768074329086) | > loss_duration: 2.301058292388916 (2.377418527236352) | > loss_1: 34.003013610839844 (31.847751910869892) --> EVAL PERFORMANCE | > avg_loader_time: 0.002517370077279898 (-6.580352783203125e-05) | > avg_loss_disc: 2.4314671571438127 (-0.04788463849287794) | > avg_loss_disc_real_0: 0.12502187891648367 (-0.06335734404050386) | > avg_loss_disc_real_1: 0.21118593502503175 (+0.01727731239337188) | > avg_loss_disc_real_2: 0.24573642416642258 (+0.0512082668451162) | > avg_loss_disc_real_3: 0.24386991273898345 (+0.04971950415235299) | > avg_loss_disc_real_4: 0.2570873349905014 (+0.023711781089122475) | > avg_loss_disc_real_5: 0.2474624778215702 (+0.05201962103064245) | > avg_loss_0: 2.4314671571438127 (-0.04788463849287794) | > avg_loss_gen: 2.4040614549930277 (+0.16398093333611108) | > avg_loss_kl: 3.1281841901632457 (+0.02016940483680152) | > avg_loss_feat: 6.854319884226872 (+0.05386588206657983) | > avg_loss_mel: 17.083768074329086 (+0.15027955862192144) | > avg_loss_duration: 2.377418527236352 (+0.005923427068270648) | > avg_loss_1: 31.847751910869892 (+0.3942188116220322)  > EPOCH: 966/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:07:25)   --> TIME: 2024-06-12 10:07:33 -- STEP: 19/330 -- GLOBAL_STEP: 406800 | > loss_disc: 2.433560371398926 (2.3423515244534143) | > loss_disc_real_0: 0.10437566787004471 (0.10216538529647023) | > loss_disc_real_1: 0.19391705095767975 (0.19453703729729904) | > loss_disc_real_2: 0.22146296501159668 (0.21079439081643758) | > loss_disc_real_3: 0.22335979342460632 (0.22750577722725115) | > loss_disc_real_4: 0.21257264912128448 (0.22752010508587486) | > loss_disc_real_5: 0.23087486624717712 (0.22546902377354472) | > loss_0: 2.433560371398926 (2.3423515244534143) | > grad_norm_0: tensor(10.9312, device='cuda:0') (tensor(7.6804, device='cuda:0')) | > loss_gen: 2.2775139808654785 (2.4811754603134957) | > loss_kl: 2.0857725143432617 (1.9148835445705212) | > loss_feat: 6.374457359313965 (6.846160888671875) | > loss_mel: 15.602453231811523 (17.312861191598994) | > loss_duration: 1.9711798429489136 (2.0372448594946606) | > loss_1: 28.311376571655273 (30.592325511731598) | > grad_norm_1: tensor(34.5652, device='cuda:0') (tensor(91.5732, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3583 (0.36547884188200297) | > loader_time: 0.0037 (0.00336062280755294)  --> TIME: 2024-06-12 10:07:43 -- STEP: 44/330 -- GLOBAL_STEP: 406825 | > loss_disc: 2.470799207687378 (2.3447619134729565) | > loss_disc_real_0: 0.10066495090723038 (0.1028424274515022) | > loss_disc_real_1: 0.21141479909420013 (0.19544328579848463) | > loss_disc_real_2: 0.24515579640865326 (0.2104469801891934) | > loss_disc_real_3: 0.26961591839790344 (0.22649378803643314) | > loss_disc_real_4: 0.2563696503639221 (0.23205174404111775) | > loss_disc_real_5: 0.23879888653755188 (0.2239115092564713) | > loss_0: 2.470799207687378 (2.3447619134729565) | > grad_norm_0: tensor(11.5816, device='cuda:0') (tensor(8.7580, device='cuda:0')) | > loss_gen: 2.5004918575286865 (2.49841463023966) | > loss_kl: 1.8255021572113037 (1.9249963706189936) | > loss_feat: 7.309780597686768 (6.94369113445282) | > loss_mel: 16.92547035217285 (17.16673278808594) | > loss_duration: 1.8897061347961426 (1.9889031377705662) | > loss_1: 30.450950622558594 (30.522737806493584) | > grad_norm_1: tensor(197.7852, device='cuda:0') (tensor(102.7605, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3539 (0.36660016666759143) | > loader_time: 0.0037 (0.003478071906349876)  --> TIME: 2024-06-12 10:07:52 -- STEP: 69/330 -- GLOBAL_STEP: 406850 | > loss_disc: 2.379842519760132 (2.343784073124762) | > loss_disc_real_0: 0.1209501177072525 (0.10417027004818985) | > loss_disc_real_1: 0.18456748127937317 (0.19368143725222436) | > loss_disc_real_2: 0.2561911642551422 (0.2093006946902344) | > loss_disc_real_3: 0.254706472158432 (0.227281359658725) | > loss_disc_real_4: 0.2523822784423828 (0.23236181230648703) | > loss_disc_real_5: 0.247325599193573 (0.22291523542093195) | > loss_0: 2.379842519760132 (2.343784073124762) | > grad_norm_0: tensor(14.9302, device='cuda:0') (tensor(9.8012, device='cuda:0')) | > loss_gen: 2.643669605255127 (2.503671950188236) | > loss_kl: 1.9244014024734497 (1.960591359414916) | > loss_feat: 6.778207778930664 (6.99093426828799) | > loss_mel: 17.045494079589844 (17.14093136441881) | > loss_duration: 1.9178519248962402 (1.9781689885733784) | > loss_1: 30.30962562561035 (30.574297808218695) | > grad_norm_1: tensor(341.6162, device='cuda:0') (tensor(129.5860, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3602 (0.3698302939318229) | > loader_time: 0.004 (0.0035910399063773775)  --> TIME: 2024-06-12 10:08:02 -- STEP: 94/330 -- GLOBAL_STEP: 406875 | > loss_disc: 2.3757293224334717 (2.346664111664956) | > loss_disc_real_0: 0.17361034452915192 (0.1058639478968813) | > loss_disc_real_1: 0.200109601020813 (0.19490452887530021) | > loss_disc_real_2: 0.2237241119146347 (0.21009479780146412) | > loss_disc_real_3: 0.23346009850502014 (0.22700893339958597) | > loss_disc_real_4: 0.21346302330493927 (0.2318349521844945) | > loss_disc_real_5: 0.2235502004623413 (0.2227293387689489) | > loss_0: 2.3757293224334717 (2.346664111664956) | > grad_norm_0: tensor(10.4330, device='cuda:0') (tensor(10.5318, device='cuda:0')) | > loss_gen: 2.5446174144744873 (2.4913763720938498) | > loss_kl: 2.1416544914245605 (1.9719959307224193) | > loss_feat: 7.430163860321045 (6.961430980804119) | > loss_mel: 16.44858169555664 (17.07638032385644) | > loss_duration: 1.9864659309387207 (1.9763592570386035) | > loss_1: 30.551483154296875 (30.477542714869724) | > grad_norm_1: tensor(64.0925, device='cuda:0') (tensor(140.5132, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3727 (0.3699626313879134) | > loader_time: 0.0039 (0.0036610415641297684)  --> TIME: 2024-06-12 10:08:11 -- STEP: 119/330 -- GLOBAL_STEP: 406900 | > loss_disc: 2.376741647720337 (2.3492244872726333) | > loss_disc_real_0: 0.10632269084453583 (0.10713343015488457) | > loss_disc_real_1: 0.22101448476314545 (0.19399602798854604) | > loss_disc_real_2: 0.2310507446527481 (0.2097021492839861) | > loss_disc_real_3: 0.24078845977783203 (0.22812225738493333) | > loss_disc_real_4: 0.2260276824235916 (0.23171776395385005) | > loss_disc_real_5: 0.205719992518425 (0.2232318292645847) | > loss_0: 2.376741647720337 (2.3492244872726333) | > grad_norm_0: tensor(6.8410, device='cuda:0') (tensor(10.2677, device='cuda:0')) | > loss_gen: 2.5132365226745605 (2.491494453253866) | > loss_kl: 2.0617151260375977 (1.9894511769799625) | > loss_feat: 7.23819637298584 (6.982078968977728) | > loss_mel: 17.630910873413086 (17.107380955159172) | > loss_duration: 1.982336401939392 (1.978265347600985) | > loss_1: 31.426395416259766 (30.548670808808144) | > grad_norm_1: tensor(72.9420, device='cuda:0') (tensor(128.7046, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3733 (0.3720309934696229) | > loader_time: 0.004 (0.0037804170816886323)  --> TIME: 2024-06-12 10:08:21 -- STEP: 144/330 -- GLOBAL_STEP: 406925 | > loss_disc: 2.2934181690216064 (2.356264354454148) | > loss_disc_real_0: 0.10625320672988892 (0.10917552141472696) | > loss_disc_real_1: 0.18358038365840912 (0.19466213405960134) | > loss_disc_real_2: 0.21520906686782837 (0.21103815175592897) | > loss_disc_real_3: 0.22030334174633026 (0.22807056829333305) | > loss_disc_real_4: 0.21624305844306946 (0.2315922189089987) | > loss_disc_real_5: 0.19947010278701782 (0.2234365688636899) | > loss_0: 2.2934181690216064 (2.356264354454148) | > grad_norm_0: tensor(16.9079, device='cuda:0') (tensor(10.6261, device='cuda:0')) | > loss_gen: 2.365968942642212 (2.483104488915868) | > loss_kl: 1.9839929342269897 (1.9963143111930952) | > loss_feat: 7.451480388641357 (6.970082220104005) | > loss_mel: 17.362239837646484 (17.09765419032839) | > loss_duration: 2.0032825469970703 (1.9840899109840393) | > loss_1: 31.16696548461914 (30.53124505943722) | > grad_norm_1: tensor(204.6896, device='cuda:0') (tensor(135.8004, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.388 (0.3726476546790865) | > loader_time: 0.0047 (0.003842328985532125)  --> TIME: 2024-06-12 10:08:31 -- STEP: 169/330 -- GLOBAL_STEP: 406950 | > loss_disc: 2.3395235538482666 (2.3589877235818926) | > loss_disc_real_0: 0.12080008536577225 (0.11091561223099218) | > loss_disc_real_1: 0.17016945779323578 (0.1937040160217229) | > loss_disc_real_2: 0.23906514048576355 (0.210725111016155) | > loss_disc_real_3: 0.23493370413780212 (0.22844507020606092) | > loss_disc_real_4: 0.24390853941440582 (0.2329112837124153) | > loss_disc_real_5: 0.20183269679546356 (0.22446371791278116) | > loss_0: 2.3395235538482666 (2.3589877235818926) | > grad_norm_0: tensor(14.0252, device='cuda:0') (tensor(11.5169, device='cuda:0')) | > loss_gen: 2.5678369998931885 (2.482345864617613) | > loss_kl: 2.0855226516723633 (2.0030205256840174) | > loss_feat: 6.753488540649414 (6.959740652840519) | > loss_mel: 16.86062240600586 (17.084893926360905) | > loss_duration: 2.0497426986694336 (1.9900279447171816) | > loss_1: 30.317214965820312 (30.520028909987953) | > grad_norm_1: tensor(70.0388, device='cuda:0') (tensor(147.9549, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3878 (0.37430301502611507) | > loader_time: 0.0044 (0.003947943625365488)  --> TIME: 2024-06-12 10:08:41 -- STEP: 194/330 -- GLOBAL_STEP: 406975 | > loss_disc: 2.3900859355926514 (2.359647790181272) | > loss_disc_real_0: 0.09187986701726913 (0.11213609299708888) | > loss_disc_real_1: 0.2055523693561554 (0.19395022163378828) | > loss_disc_real_2: 0.23396672308444977 (0.21087682830918694) | > loss_disc_real_3: 0.22402654588222504 (0.22844167791076542) | > loss_disc_real_4: 0.2288593202829361 (0.23277927965847486) | > loss_disc_real_5: 0.19238610565662384 (0.2242288995034916) | > loss_0: 2.3900859355926514 (2.359647790181272) | > grad_norm_0: tensor(13.0113, device='cuda:0') (tensor(12.0423, device='cuda:0')) | > loss_gen: 2.3480818271636963 (2.481393492098937) | > loss_kl: 1.9804214239120483 (2.0067214738462376) | > loss_feat: 6.333564281463623 (6.97230354535211) | > loss_mel: 16.886905670166016 (17.07699247242249) | > loss_duration: 2.0381598472595215 (1.9982047861384362) | > loss_1: 29.587133407592773 (30.535615793208486) | > grad_norm_1: tensor(218.3070, device='cuda:0') (tensor(159.5723, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3888 (0.3764728713281375) | > loader_time: 0.0047 (0.004071641214115101)  --> TIME: 2024-06-12 10:08:51 -- STEP: 219/330 -- GLOBAL_STEP: 407000 | > loss_disc: 2.358370780944824 (2.3609138819725053) | > loss_disc_real_0: 0.13329389691352844 (0.11340168404252562) | > loss_disc_real_1: 0.2145504504442215 (0.194455145088505) | > loss_disc_real_2: 0.1821088343858719 (0.21103024632419082) | > loss_disc_real_3: 0.21709606051445007 (0.22851959592131174) | > loss_disc_real_4: 0.24812012910842896 (0.23216563116197717) | > loss_disc_real_5: 0.1958940327167511 (0.22328113556996873) | > loss_0: 2.358370780944824 (2.3609138819725053) | > grad_norm_0: tensor(14.5041, device='cuda:0') (tensor(13.7356, device='cuda:0')) | > loss_gen: 2.4219040870666504 (2.482641522742842) | > loss_kl: 2.155594825744629 (2.0124615545142177) | > loss_feat: 7.032161712646484 (6.951697057784965) | > loss_mel: 16.84896469116211 (17.009608765171) | > loss_duration: 2.068354606628418 (2.006508553409141) | > loss_1: 30.5269775390625 (30.462917475939886) | > grad_norm_1: tensor(232.9503, device='cuda:0') (tensor(179.4839, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.3983 (0.37913619873186216) | > loader_time: 0.0051 (0.0041862884068597905) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_407000.pth  --> TIME: 2024-06-12 10:09:07 -- STEP: 244/330 -- GLOBAL_STEP: 407025 | > loss_disc: 2.449587345123291 (2.365998184094668) | > loss_disc_real_0: 0.13730955123901367 (0.11429332706649772) | > loss_disc_real_1: 0.21117080748081207 (0.1947742492326948) | > loss_disc_real_2: 0.22429904341697693 (0.21149866295153977) | > loss_disc_real_3: 0.23981621861457825 (0.2289084861146622) | > loss_disc_real_4: 0.24228455126285553 (0.23274540290480755) | > loss_disc_real_5: 0.20178967714309692 (0.22356308019552074) | > loss_0: 2.449587345123291 (2.365998184094668) | > grad_norm_0: tensor(29.3091, device='cuda:0') (tensor(15.0524, device='cuda:0')) | > loss_gen: 2.319797992706299 (2.4820635211272317) | > loss_kl: 2.0435469150543213 (2.0185772845002465) | > loss_feat: 6.060244083404541 (6.9471029297250215) | > loss_mel: 16.48678970336914 (16.97229370914521) | > loss_duration: 2.035121440887451 (2.015588474566819) | > loss_1: 28.945499420166016 (30.435625959615237) | > grad_norm_1: tensor(129.2387, device='cuda:0') (tensor(197.0078, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.4298 (0.3828948638478263) | > loader_time: 0.0057 (0.004382778386600677)  --> TIME: 2024-06-12 10:09:18 -- STEP: 269/330 -- GLOBAL_STEP: 407050 | > loss_disc: 2.4345107078552246 (2.367357777840147) | > loss_disc_real_0: 0.13028454780578613 (0.11530877935066543) | > loss_disc_real_1: 0.23226821422576904 (0.1946135710606345) | > loss_disc_real_2: 0.22477711737155914 (0.2114082374869669) | > loss_disc_real_3: 0.21652473509311676 (0.22934025603599265) | > loss_disc_real_4: 0.20777952671051025 (0.23313296312071577) | > loss_disc_real_5: 0.1950882226228714 (0.22318862145939725) | > loss_0: 2.4345107078552246 (2.367357777840147) | > grad_norm_0: tensor(37.3097, device='cuda:0') (tensor(16.3690, device='cuda:0')) | > loss_gen: 2.287571430206299 (2.482856503206558) | > loss_kl: 2.113558292388916 (2.0186362403919262) | > loss_feat: 6.424444675445557 (6.96075705701977) | > loss_mel: 16.75615882873535 (16.94494941243451) | > loss_duration: 2.133446455001831 (2.0242659225782935) | > loss_1: 29.715179443359375 (30.43146519855939) | > grad_norm_1: tensor(223.0538, device='cuda:0') (tensor(218.8847, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.4541 (0.387602088176628) | > loader_time: 0.006 (0.0045326057419900955)  --> TIME: 2024-06-12 10:09:30 -- STEP: 294/330 -- GLOBAL_STEP: 407075 | > loss_disc: 2.470365285873413 (2.3704350854263856) | > loss_disc_real_0: 0.15340062975883484 (0.11672908506121765) | > loss_disc_real_1: 0.22944492101669312 (0.19514260106548975) | > loss_disc_real_2: 0.2200394868850708 (0.21148287439021923) | > loss_disc_real_3: 0.2702556550502777 (0.22930591097291636) | > loss_disc_real_4: 0.2898114323616028 (0.2328389431444966) | > loss_disc_real_5: 0.27104634046554565 (0.22318493929647265) | > loss_0: 2.470365285873413 (2.3704350854263856) | > grad_norm_0: tensor(32.5434, device='cuda:0') (tensor(17.5842, device='cuda:0')) | > loss_gen: 2.6398959159851074 (2.4784058551399077) | > loss_kl: 2.115293502807617 (2.023442958893419) | > loss_feat: 7.0763444900512695 (6.953291437252851) | > loss_mel: 16.745288848876953 (16.885170206731672) | > loss_duration: 2.1854071617126465 (2.0346190333366385) | > loss_1: 30.762231826782227 (30.374929544877034) | > grad_norm_1: tensor(475.1527, device='cuda:0') (tensor(236.4670, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.4627 (0.3940593742188954) | > loader_time: 0.0069 (0.004696951431482013)  --> TIME: 2024-06-12 10:09:43 -- STEP: 319/330 -- GLOBAL_STEP: 407100 | > loss_disc: 2.486851215362549 (2.374841012177426) | > loss_disc_real_0: 0.16877275705337524 (0.11881092246797018) | > loss_disc_real_1: 0.20422090590000153 (0.19564198317198928) | > loss_disc_real_2: 0.24208727478981018 (0.21182234216259552) | > loss_disc_real_3: 0.22722558677196503 (0.2292222467989757) | > loss_disc_real_4: 0.25901710987091064 (0.23276616894526167) | > loss_disc_real_5: 0.2782096564769745 (0.2233381665145342) | > loss_0: 2.486851215362549 (2.374841012177426) | > grad_norm_0: tensor(23.9450, device='cuda:0') (tensor(18.1517, device='cuda:0')) | > loss_gen: 2.4597485065460205 (2.473534773136008) | > loss_kl: 2.1522839069366455 (2.0280591952015983) | > loss_feat: 8.718594551086426 (6.965875996317611) | > loss_mel: 16.909481048583984 (16.85222930370078) | > loss_duration: 2.219303607940674 (2.048774769687354) | > loss_1: 32.45941162109375 (30.368474111287945) | > grad_norm_1: tensor(557.0708, device='cuda:0') (tensor(245.9599, device='cuda:0')) | > current_lr_0: 0.0001772497613563963 | > current_lr_1: 0.0001772497613563963 | > step_time: 0.5519 (0.4041763204018525) | > loader_time: 0.0089 (0.004931845261385445)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.373535633087158 (2.373535633087158) | > loss_disc_real_0: 0.09807933866977692 (0.09807933866977692) | > loss_disc_real_1: 0.22391623258590698 (0.22391623258590698) | > loss_disc_real_2: 0.27392175793647766 (0.27392175793647766) | > loss_disc_real_3: 0.2606467306613922 (0.2606467306613922) | > loss_disc_real_4: 0.26306888461112976 (0.26306888461112976) | > loss_disc_real_5: 0.2536044716835022 (0.2536044716835022) | > loss_0: 2.373535633087158 (2.373535633087158) | > loss_gen: 2.457016706466675 (2.457016706466675) | > loss_kl: 3.022433042526245 (3.022433042526245) | > loss_feat: 4.694457530975342 (4.694457530975342) | > loss_mel: 14.61541748046875 (14.61541748046875) | > loss_duration: 3.19535231590271 (3.19535231590271) | > loss_1: 27.984676361083984 (27.984676361083984)  --> STEP: 1 | > loss_disc: 2.2019951343536377 (2.2019951343536377) | > loss_disc_real_0: 0.09875581413507462 (0.09875581413507462) | > loss_disc_real_1: 0.13996621966362 (0.13996621966362) | > loss_disc_real_2: 0.2580226957798004 (0.2580226957798004) | > loss_disc_real_3: 0.25589287281036377 (0.25589287281036377) | > loss_disc_real_4: 0.23325614631175995 (0.23325614631175995) | > loss_disc_real_5: 0.19029304385185242 (0.19029304385185242) | > loss_0: 2.2019951343536377 (2.2019951343536377) | > loss_gen: 2.4210152626037598 (2.4210152626037598) | > loss_kl: 3.1910290718078613 (3.1910290718078613) | > loss_feat: 6.572843551635742 (6.572843551635742) | > loss_mel: 18.155332565307617 (18.155332565307617) | > loss_duration: 2.550469398498535 (2.550469398498535) | > loss_1: 32.890689849853516 (32.890689849853516)  --> STEP: 2 | > loss_disc: 2.250014305114746 (2.226004719734192) | > loss_disc_real_0: 0.09030238538980484 (0.09452909976243973) | > loss_disc_real_1: 0.18977570533752441 (0.1648709625005722) | > loss_disc_real_2: 0.2528935372829437 (0.25545811653137207) | > loss_disc_real_3: 0.2657032907009125 (0.2607980817556381) | > loss_disc_real_4: 0.24973289668560028 (0.24149452149868011) | > loss_disc_real_5: 0.2233852595090866 (0.2068391516804695) | > loss_0: 2.250014305114746 (2.226004719734192) | > loss_gen: 2.5986828804016113 (2.5098490715026855) | > loss_kl: 3.0273125171661377 (3.1091707944869995) | > loss_feat: 6.888984680175781 (6.730914115905762) | > loss_mel: 18.82624626159668 (18.49078941345215) | > loss_duration: 2.560206890106201 (2.555338144302368) | > loss_1: 33.901432037353516 (33.396060943603516)  --> STEP: 3 | > loss_disc: 2.2111918926239014 (2.2210671106974282) | > loss_disc_real_0: 0.10230062901973724 (0.09711960951487224) | > loss_disc_real_1: 0.15540176630020142 (0.16171456376711527) | > loss_disc_real_2: 0.2603757679462433 (0.2570973336696625) | > loss_disc_real_3: 0.19446052610874176 (0.23868556320667267) | > loss_disc_real_4: 0.226073756814003 (0.23635426660378775) | > loss_disc_real_5: 0.1851208359003067 (0.1995997130870819) | > loss_0: 2.2111918926239014 (2.2210671106974282) | > loss_gen: 2.447889804840088 (2.489195982615153) | > loss_kl: 2.483350992202759 (2.900564193725586) | > loss_feat: 7.5798420906066895 (7.013890107472737) | > loss_mel: 17.02976417541504 (18.003781000773113) | > loss_duration: 2.4914796352386475 (2.5340519746144614) | > loss_1: 32.032325744628906 (32.94148254394531)  --> STEP: 4 | > loss_disc: 2.6160857677459717 (2.319821774959564) | > loss_disc_real_0: 0.16455280780792236 (0.11397790908813477) | > loss_disc_real_1: 0.18719513714313507 (0.16808470711112022) | > loss_disc_real_2: 0.2372569888830185 (0.2521372474730015) | > loss_disc_real_3: 0.28741538524627686 (0.2508680187165737) | > loss_disc_real_4: 0.28097352385520935 (0.24750908091664314) | > loss_disc_real_5: 0.2628530263900757 (0.21541304141283035) | > loss_0: 2.6160857677459717 (2.319821774959564) | > loss_gen: 2.144650936126709 (2.403059720993042) | > loss_kl: 3.5694165229797363 (3.0677772760391235) | > loss_feat: 5.083619594573975 (6.531322479248047) | > loss_mel: 17.846826553344727 (17.964542388916016) | > loss_duration: 2.4547576904296875 (2.514228403568268) | > loss_1: 31.099271774291992 (32.48092985153198)  --> STEP: 5 | > loss_disc: 2.322713851928711 (2.3204001903533937) | > loss_disc_real_0: 0.22782903909683228 (0.13674813508987427) | > loss_disc_real_1: 0.19687464833259583 (0.17384269535541536) | > loss_disc_real_2: 0.21390822529792786 (0.24449144303798676) | > loss_disc_real_3: 0.2735278010368347 (0.2553999751806259) | > loss_disc_real_4: 0.2423921376466751 (0.24648569226264955) | > loss_disc_real_5: 0.22724151611328125 (0.21777873635292053) | > loss_0: 2.322713851928711 (2.3204001903533937) | > loss_gen: 2.601457357406616 (2.442739248275757) | > loss_kl: 2.7366445064544678 (3.001550722122192) | > loss_feat: 5.558761119842529 (6.336810207366943) | > loss_mel: 17.94248390197754 (17.96013069152832) | > loss_duration: 2.355621814727783 (2.482507085800171) | > loss_1: 31.19496726989746 (32.22373733520508)  --> STEP: 6 | > loss_disc: 2.60943603515625 (2.3685728311538696) | > loss_disc_real_0: 0.17721715569496155 (0.14349297185738882) | > loss_disc_real_1: 0.2188110202550888 (0.1813374161720276) | > loss_disc_real_2: 0.23698164522647858 (0.24323981006940207) | > loss_disc_real_3: 0.2969144284725189 (0.26231905072927475) | > loss_disc_real_4: 0.2404007911682129 (0.24547154208024344) | > loss_disc_real_5: 0.3062695562839508 (0.23252720634142557) | > loss_0: 2.60943603515625 (2.3685728311538696) | > loss_gen: 2.2757112979888916 (2.4149012565612793) | > loss_kl: 3.0687057971954346 (3.0127432346343994) | > loss_feat: 4.926451683044434 (6.101750453313191) | > loss_mel: 14.941805839538574 (17.45707654953003) | > loss_duration: 2.272360324859619 (2.447482625643412) | > loss_1: 27.48503303527832 (31.433953285217285)  --> STEP: 7 | > loss_disc: 2.327119827270508 (2.3626509734562466) | > loss_disc_real_0: 0.10865843296051025 (0.13851660915783473) | > loss_disc_real_1: 0.20339249074459076 (0.18448814111096518) | > loss_disc_real_2: 0.24838760495185852 (0.24397520933832442) | > loss_disc_real_3: 0.31193807721138 (0.2694074830838612) | > loss_disc_real_4: 0.2586897015571594 (0.2473598505769457) | > loss_disc_real_5: 0.2583034634590149 (0.2362095287867955) | > loss_0: 2.327119827270508 (2.3626509734562466) | > loss_gen: 2.6960692405700684 (2.4550681114196777) | > loss_kl: 4.608590602874756 (3.2407214300973073) | > loss_feat: 7.19564151763916 (6.258020605359759) | > loss_mel: 17.928253173828125 (17.524387495858328) | > loss_duration: 2.575336456298828 (2.465747458594186) | > loss_1: 35.00389099121094 (31.94394438607352)  --> STEP: 8 | > loss_disc: 2.501995325088501 (2.3800690174102783) | > loss_disc_real_0: 0.2223641276359558 (0.14899754896759987) | > loss_disc_real_1: 0.17208711802959442 (0.18293801322579384) | > loss_disc_real_2: 0.18491296470165253 (0.23659242875874043) | > loss_disc_real_3: 0.2882065176963806 (0.27175736241042614) | > loss_disc_real_4: 0.26436305046081543 (0.24948525056242943) | > loss_disc_real_5: 0.2718811333179474 (0.24066847935318947) | > loss_0: 2.501995325088501 (2.3800690174102783) | > loss_gen: 2.508157253265381 (2.4617042541503906) | > loss_kl: 3.112992525100708 (3.2247553169727325) | > loss_feat: 10.656800270080566 (6.80786806344986) | > loss_mel: 18.411128997802734 (17.63523018360138) | > loss_duration: 2.32603120803833 (2.448282927274704) | > loss_1: 37.01511001586914 (32.577840089797974)  --> STEP: 9 | > loss_disc: 2.429108142852783 (2.385517809126112) | > loss_disc_real_0: 0.18280552327632904 (0.15275399055745867) | > loss_disc_real_1: 0.18021216988563538 (0.182635141743554) | > loss_disc_real_2: 0.24966128170490265 (0.23804452353053623) | > loss_disc_real_3: 0.24294427037239075 (0.2685559077395333) | > loss_disc_real_4: 0.2163073867559433 (0.24579882125059763) | > loss_disc_real_5: 0.2398843616247177 (0.24058135516113704) | > loss_0: 2.429108142852783 (2.385517809126112) | > loss_gen: 2.6115710735321045 (2.478356122970581) | > loss_kl: 2.79548716545105 (3.1770588556925454) | > loss_feat: 11.538691520690918 (7.333515114254421) | > loss_mel: 17.76431655883789 (17.649573114183212) | > loss_duration: 2.1914350986480713 (2.4197442796495228) | > loss_1: 36.90150451660156 (33.0582472483317)  --> STEP: 10 | > loss_disc: 2.3960633277893066 (2.3865723609924316) | > loss_disc_real_0: 0.12924692034721375 (0.15040328353643417) | > loss_disc_real_1: 0.17476235330104828 (0.18184786289930344) | > loss_disc_real_2: 0.19283366203308105 (0.2335234373807907) | > loss_disc_real_3: 0.27708616852760315 (0.2694089338183403) | > loss_disc_real_4: 0.30349379777908325 (0.2515683189034462) | > loss_disc_real_5: 0.26590070128440857 (0.2431132897734642) | > loss_0: 2.3960633277893066 (2.3865723609924316) | > loss_gen: 2.358755111694336 (2.4663960218429564) | > loss_kl: 2.941302537918091 (3.1534832239151003) | > loss_feat: 6.574095249176025 (7.257573127746582) | > loss_mel: 17.74652099609375 (17.659267902374268) | > loss_duration: 2.435441017150879 (2.4213139533996584) | > loss_1: 32.056114196777344 (32.95803394317627)  --> STEP: 11 | > loss_disc: 2.5463104248046875 (2.401094003157182) | > loss_disc_real_0: 0.16682279109954834 (0.15189596604217181) | > loss_disc_real_1: 0.2666390538215637 (0.1895561529831453) | > loss_disc_real_2: 0.20933853089809418 (0.2313248095187274) | > loss_disc_real_3: 0.2592991590499878 (0.2684898633848537) | > loss_disc_real_4: 0.2953553795814514 (0.25554896078326483) | > loss_disc_real_5: 0.31930673122406006 (0.2500399662689729) | > loss_0: 2.5463104248046875 (2.401094003157182) | > loss_gen: 2.5617809295654297 (2.475067377090454) | > loss_kl: 4.011013984680176 (3.2314405658028345) | > loss_feat: 6.832415580749512 (7.218922441655939) | > loss_mel: 17.085996627807617 (17.607152331959117) | > loss_duration: 2.5153908729553223 (2.429866400631991) | > loss_1: 33.00659942626953 (32.962448987093836)  --> STEP: 12 | > loss_disc: 2.741732120513916 (2.42948051293691) | > loss_disc_real_0: 0.2430380880832672 (0.15949114287892976) | > loss_disc_real_1: 0.24121373891830444 (0.1938609518110752) | > loss_disc_real_2: 0.29117637872695923 (0.23631244028608003) | > loss_disc_real_3: 0.3180302381515503 (0.2726182279487451) | > loss_disc_real_4: 0.2874406576156616 (0.2582066021859646) | > loss_disc_real_5: 0.2730383574962616 (0.251956498871247) | > loss_0: 2.741732120513916 (2.42948051293691) | > loss_gen: 2.333371162414551 (2.4632593592007956) | > loss_kl: 2.182204484939575 (3.144004225730896) | > loss_feat: 5.348834991455078 (7.063081820805867) | > loss_mel: 16.533233642578125 (17.517659107844036) | > loss_duration: 2.318594455718994 (2.420593738555908) | > loss_1: 28.716238021850586 (32.60859807332357)  --> STEP: 13 | > loss_disc: 2.3875255584716797 (2.426253208747277) | > loss_disc_real_0: 0.09920313954353333 (0.15485360416082236) | > loss_disc_real_1: 0.17045290768146515 (0.19206033303187445) | > loss_disc_real_2: 0.23787444829940796 (0.23643259474864373) | > loss_disc_real_3: 0.2971976697444916 (0.2745089542407256) | > loss_disc_real_4: 0.22995908558368683 (0.2560337162934817) | > loss_disc_real_5: 0.16123828291893005 (0.2449781745672226) | > loss_0: 2.3875255584716797 (2.426253208747277) | > loss_gen: 2.3166956901550293 (2.4519852308126597) | > loss_kl: 3.182798147201538 (3.14698837353633) | > loss_feat: 6.5021514892578125 (7.019933333763709) | > loss_mel: 15.264422416687012 (17.344333208524265) | > loss_duration: 2.337690830230713 (2.4142165917616625) | > loss_1: 29.603757858276367 (32.37745651831994)  --> STEP: 14 | > loss_disc: 2.460878849029541 (2.428726468767439) | > loss_disc_real_0: 0.15865841507911682 (0.15512537636927196) | > loss_disc_real_1: 0.15748050808906555 (0.18959034553595952) | > loss_disc_real_2: 0.25386905670166016 (0.23767805631671632) | > loss_disc_real_3: 0.2923445999622345 (0.2757829289351191) | > loss_disc_real_4: 0.21946629881858826 (0.2534217579024179) | > loss_disc_real_5: 0.1831410676240921 (0.240561238356999) | > loss_0: 2.460878849029541 (2.428726468767439) | > loss_gen: 2.2166695594787598 (2.435176968574524) | > loss_kl: 3.5283937454223633 (3.174231614385332) | > loss_feat: 6.695253372192383 (6.996741907937186) | > loss_mel: 17.683603286743164 (17.3685667855399) | > loss_duration: 2.3988895416259766 (2.4131218024662564) | > loss_1: 32.52280807495117 (32.38783877236502)  --> STEP: 15 | > loss_disc: 2.2026524543762207 (2.4136548678080243) | > loss_disc_real_0: 0.09277738630771637 (0.15096884369850158) | > loss_disc_real_1: 0.1316060572862625 (0.18572472631931305) | > loss_disc_real_2: 0.17955578863620758 (0.23380323847134907) | > loss_disc_real_3: 0.254963755607605 (0.27439498404661816) | > loss_disc_real_4: 0.19665426015853882 (0.24963725805282597) | > loss_disc_real_5: 0.2005634307861328 (0.2378947178522746) | > loss_0: 2.2026524543762207 (2.4136548678080243) | > loss_gen: 2.254530191421509 (2.4231338500976562) | > loss_kl: 3.3203718662261963 (3.18397429784139) | > loss_feat: 7.321425437927246 (7.01838747660319) | > loss_mel: 18.38755989074707 (17.436499659220377) | > loss_duration: 2.3630223274230957 (2.409781837463379) | > loss_1: 33.64691162109375 (32.471776962280266)  --> STEP: 16 | > loss_disc: 2.347449779510498 (2.4095170497894287) | > loss_disc_real_0: 0.19296029210090637 (0.15359330922365189) | > loss_disc_real_1: 0.18091796338558197 (0.18542430363595486) | > loss_disc_real_2: 0.22904573380947113 (0.2335058944299817) | > loss_disc_real_3: 0.2581254839897156 (0.27337814029306173) | > loss_disc_real_4: 0.21192510426044464 (0.24728024844080213) | > loss_disc_real_5: 0.21066595613956451 (0.2361929202452302) | > loss_0: 2.347449779510498 (2.4095170497894287) | > loss_gen: 2.3956713676452637 (2.4214174449443817) | > loss_kl: 2.9721086025238037 (3.170732691884041) | > loss_feat: 7.101800918579102 (7.023600816726685) | > loss_mel: 16.18291473388672 (17.358150601387024) | > loss_duration: 2.4726221561431885 (2.413709357380867) | > loss_1: 31.125118255615234 (32.3876107931137)  --> STEP: 17 | > loss_disc: 2.4372687339782715 (2.411149501800537) | > loss_disc_real_0: 0.19103069603443146 (0.1557955084478154) | > loss_disc_real_1: 0.18975037336349487 (0.18567877832581015) | > loss_disc_real_2: 0.25111645460128784 (0.23454180973417618) | > loss_disc_real_3: 0.30937400460243225 (0.2754955440759659) | > loss_disc_real_4: 0.26513996720314026 (0.24833082013270436) | > loss_disc_real_5: 0.28251832723617554 (0.23891794418587403) | > loss_0: 2.4372687339782715 (2.411149501800537) | > loss_gen: 2.566314220428467 (2.4299407846787395) | > loss_kl: 2.6745593547821045 (3.1415460249956917) | > loss_feat: 5.457178592681885 (6.931458332959344) | > loss_mel: 15.77164363861084 (17.26482666240019) | > loss_duration: 2.498776912689209 (2.418713331222534) | > loss_1: 28.968473434448242 (32.18648506613338)  --> STEP: 18 | > loss_disc: 2.3737964630126953 (2.4090743329789905) | > loss_disc_real_0: 0.11459074914455414 (0.15350635515318978) | > loss_disc_real_1: 0.14684174954891205 (0.18352116561598247) | > loss_disc_real_2: 0.18837392330169678 (0.231976927154594) | > loss_disc_real_3: 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loss_0: 2.5692203044891357 (2.4175030683216296) | > loss_gen: 2.181001901626587 (2.40784259846336) | > loss_kl: 2.41143798828125 (3.0852990401418587) | > loss_feat: 5.461960315704346 (6.881682245354903) | > loss_mel: 15.822894096374512 (17.325950823332136) | > loss_duration: 2.409118175506592 (2.4093309829109595) | > loss_1: 28.286413192749023 (32.11010551452636)  --> STEP: 20 | > loss_disc: 2.4583423137664795 (2.419545030593872) | > loss_disc_real_0: 0.13584519922733307 (0.1530190408229828) | > loss_disc_real_1: 0.2780553996562958 (0.18995978087186816) | > loss_disc_real_2: 0.27704453468322754 (0.23382259607315065) | > loss_disc_real_3: 0.28587791323661804 (0.2745414115488529) | > loss_disc_real_4: 0.2535778880119324 (0.24545525535941123) | > loss_disc_real_5: 0.2431100606918335 (0.24026400595903397) | > loss_0: 2.4583423137664795 (2.419545030593872) | > loss_gen: 2.714327812194824 (2.4231668591499327) | > loss_kl: 2.5318634510040283 (3.057627260684967) | > loss_feat: 4.973938465118408 (6.786295056343079) | > loss_mel: 17.336427688598633 (17.32647466659546) | > loss_duration: 2.3146414756774902 (2.404596507549286) | > loss_1: 29.871198654174805 (31.998160171508783)  --> STEP: 21 | > loss_disc: 2.487990379333496 (2.4228043329148066) | > loss_disc_real_0: 0.13187767565250397 (0.15201230914819808) | > loss_disc_real_1: 0.20824982225894928 (0.1908307352236339) | > loss_disc_real_2: 0.23855075240135193 (0.23404774637449355) | > loss_disc_real_3: 0.2822524905204773 (0.27490860578559695) | > loss_disc_real_4: 0.2744576334953308 (0.24683632098493122) | > loss_disc_real_5: 0.25696444511413574 (0.24105926496641977) | > loss_0: 2.487990379333496 (2.4228043329148066) | > loss_gen: 2.3550570011138916 (2.419923532576788) | > loss_kl: 1.9182285070419312 (3.003370177178156) | > loss_feat: 4.372276782989502 (6.671341805231004) | > loss_mel: 13.562480926513672 (17.147236869448708) | > loss_duration: 2.199136972427368 (2.3948127201625278) | > loss_1: 24.40717887878418 (31.63668487185523)  --> STEP: 22 | > loss_disc: 2.7130331993103027 (2.435996554114602) | > loss_disc_real_0: 0.17539438605308533 (0.15307513082569296) | > loss_disc_real_1: 0.2932004928588867 (0.1954839060252363) | > loss_disc_real_2: 0.26186075806617737 (0.235311974178661) | > loss_disc_real_3: 0.3202684819698334 (0.2769704183394259) | > loss_disc_real_4: 0.24742287397384644 (0.24686298248442737) | > loss_disc_real_5: 0.2048063427209854 (0.23941140486435455) | > loss_0: 2.7130331993103027 (2.435996554114602) | > loss_gen: 2.0709285736083984 (2.4040601253509517) | > loss_kl: 2.3714025020599365 (2.974644373763691) | > loss_feat: 5.44334602355957 (6.615523815155029) | > loss_mel: 13.487641334533691 (16.980891617861662) | > loss_duration: 2.2047696113586426 (2.3861743970350786) | > loss_1: 25.578088760375977 (31.361294139515266)  --> STEP: 23 | > loss_disc: 2.7420153617858887 (2.449301719665528) | > loss_disc_real_0: 0.2929266095161438 (0.15915562989919083) | > loss_disc_real_1: 0.21348817646503448 (0.19626670039218405) | > loss_disc_real_2: 0.30165791511535645 (0.23819658030634341) | > loss_disc_real_3: 0.26914137601852417 (0.2766300251950388) | > loss_disc_real_4: 0.19793923199176788 (0.24473586289779) | > loss_disc_real_5: 0.2817305326461792 (0.2412513669418252) | > loss_0: 2.7420153617858887 (2.449301719665528) | > loss_gen: 2.1724159717559814 (2.39398864041204) | > loss_kl: 3.4664840698242188 (2.9960287083750186) | > loss_feat: 5.655150413513184 (6.573768449866253) | > loss_mel: 17.1570987701416 (16.98855279839557) | > loss_duration: 2.3298704624176025 (2.383726399877797) | > loss_1: 30.78101921081543 (31.336064794789184)  --> STEP: 24 | > loss_disc: 2.300791025161743 (2.4431137740612034) | > loss_disc_real_0: 0.17062637209892273 (0.1596335774908463) | > loss_disc_real_1: 0.15547004342079163 (0.1945668396850427) | > loss_disc_real_2: 0.2131427377462387 (0.23715267019967237) | > loss_disc_real_3: 0.22266370058059692 (0.27438142833610374) | > loss_disc_real_4: 0.2248339056968689 (0.24390661468108496) | > loss_disc_real_5: 0.25025704503059387 (0.24162660352885723) | > loss_0: 2.300791025161743 (2.4431137740612034) | > loss_gen: 2.395082473754883 (2.3940342168013253) | > loss_kl: 2.7356438636779785 (2.9851793398459754) | > loss_feat: 7.201537609100342 (6.599925498167674) | > loss_mel: 17.129730224609375 (16.99443519115448) | > loss_duration: 2.462512254714966 (2.3870091438293457) | > loss_1: 31.92450714111328 (31.36058322588602)  --> STEP: 25 | > loss_disc: 2.3764138221740723 (2.4404457759857183) | > loss_disc_real_0: 0.1432304084300995 (0.15897745072841643) | > loss_disc_real_1: 0.16874448955059052 (0.19353394567966462) | > loss_disc_real_2: 0.2542043924331665 (0.23783473908901215) | > loss_disc_real_3: 0.3710210919380188 (0.27824701488018033) | > loss_disc_real_4: 0.26704174280166626 (0.2448320198059082) | > loss_disc_real_5: 0.24203209578990936 (0.2416428232192993) | > loss_0: 2.3764138221740723 (2.4404457759857183) | > loss_gen: 2.70635724067688 (2.4065271377563477) | > loss_kl: 2.6187663078308105 (2.9705228185653687) | > loss_feat: 7.785614967346191 (6.647353076934815) | > loss_mel: 15.631735801696777 (16.939927215576173) | > loss_duration: 2.3952243328094482 (2.3873377513885496) | > loss_1: 31.137699127197266 (31.351667861938473)  --> STEP: 26 | > loss_disc: 2.486687660217285 (2.4422243099946246) | > loss_disc_real_0: 0.13563531637191772 (0.15807967633008957) | > loss_disc_real_1: 0.22662408649921417 (0.19480664340349343) | > loss_disc_real_2: 0.2290959358215332 (0.23749863127103218) | > loss_disc_real_3: 0.2539479434490204 (0.2773124352097511) | > loss_disc_real_4: 0.3049572706222534 (0.24714452945269072) | > loss_disc_real_5: 0.27020296454429626 (0.24274129019333765) | > loss_0: 2.486687660217285 (2.4422243099946246) | > loss_gen: 2.3692240715026855 (2.405092404438899) | > loss_kl: 2.6235744953155518 (2.9571786522865295) | > loss_feat: 8.207701683044434 (6.707366484862107) | > loss_mel: 18.854721069335938 (17.01357313302847) | > loss_duration: 2.329524517059326 (2.3851141654528103) | > loss_1: 34.38474655151367 (31.46832473461444) --> EVAL PERFORMANCE | > avg_loader_time: 0.002483826417189378 (-3.354366009052003e-05) | > avg_loss_disc: 2.4422243099946246 (+0.010757152850811913) | > avg_loss_disc_real_0: 0.15807967633008957 (+0.0330577974136059) | > avg_loss_disc_real_1: 0.19480664340349343 (-0.01637929162153831) | > avg_loss_disc_real_2: 0.23749863127103218 (-0.008237792895390394) | > avg_loss_disc_real_3: 0.2773124352097511 (+0.03344252247076762) | > avg_loss_disc_real_4: 0.24714452945269072 (-0.009942805537810684) | > avg_loss_disc_real_5: 0.24274129019333765 (-0.004721187628232537) | > avg_loss_0: 2.4422243099946246 (+0.010757152850811913) | > avg_loss_gen: 2.405092404438899 (+0.001030949445871343) | > avg_loss_kl: 2.9571786522865295 (-0.17100553787671613) | > avg_loss_feat: 6.707366484862107 (-0.14695339936476515) | > avg_loss_mel: 17.01357313302847 (-0.07019494130061688) | > avg_loss_duration: 2.3851141654528103 (+0.007695638216458356) | > avg_loss_1: 31.46832473461444 (-0.37942717625545086)  > EPOCH: 967/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:10:10)   --> TIME: 2024-06-12 10:10:17 -- STEP: 14/330 -- GLOBAL_STEP: 407125 | > loss_disc: 2.3137378692626953 (2.289216331073216) | > loss_disc_real_0: 0.12307173013687134 (0.09625505868877683) | > loss_disc_real_1: 0.21339364349842072 (0.1877800832901682) | > loss_disc_real_2: 0.19979102909564972 (0.20227357425859996) | > loss_disc_real_3: 0.23816807568073273 (0.22537459645952498) | > loss_disc_real_4: 0.22453320026397705 (0.22619172079222544) | > loss_disc_real_5: 0.21706122159957886 (0.21991513137306487) | > loss_0: 2.3137378692626953 (2.289216331073216) | > grad_norm_0: tensor(10.8428, device='cuda:0') (tensor(8.7903, device='cuda:0')) | > loss_gen: 2.4736502170562744 (2.49919787475041) | > loss_kl: 1.8032976388931274 (1.900307263646807) | > loss_feat: 6.854923248291016 (6.975720848355975) | > loss_mel: 16.622678756713867 (17.285495349339076) | > loss_duration: 1.978663682937622 (2.0384652018547054) | > loss_1: 29.733213424682617 (30.69918659755162) | > grad_norm_1: tensor(56.2873, device='cuda:0') (tensor(79.3858, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3408 (0.36624438422066824) | > loader_time: 0.0029 (0.0032928671155657086)  --> TIME: 2024-06-12 10:10:26 -- STEP: 39/330 -- GLOBAL_STEP: 407150 | > loss_disc: 2.1885151863098145 (2.3281698654859495) | > loss_disc_real_0: 0.0873161256313324 (0.10010276983181636) | > loss_disc_real_1: 0.1752808541059494 (0.19233216994848007) | > loss_disc_real_2: 0.17969666421413422 (0.2059354537572616) | > loss_disc_real_3: 0.19027820229530334 (0.2285254207941202) | > loss_disc_real_4: 0.20861513912677765 (0.23111374446978936) | > loss_disc_real_5: 0.20990103483200073 (0.22335201310805786) | > loss_0: 2.1885151863098145 (2.3281698654859495) | > grad_norm_0: tensor(8.6901, device='cuda:0') (tensor(8.2317, device='cuda:0')) | > loss_gen: 2.597759962081909 (2.497742004883595) | > loss_kl: 2.1492574214935303 (1.952391049800775) | > loss_feat: 7.386107921600342 (6.978096607403877) | > loss_mel: 17.04176139831543 (17.180413759671726) | > loss_duration: 1.975097417831421 (1.985606502263974) | > loss_1: 31.149982452392578 (30.5942501165928) | > grad_norm_1: tensor(110.3475, device='cuda:0') (tensor(83.6585, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3768 (0.3695188118861271) | > loader_time: 0.0041 (0.003598194855910081)  --> TIME: 2024-06-12 10:10:36 -- STEP: 64/330 -- GLOBAL_STEP: 407175 | > loss_disc: 2.3169455528259277 (2.3302980959415436) | > loss_disc_real_0: 0.10544127225875854 (0.10343600204214454) | > loss_disc_real_1: 0.23759829998016357 (0.19353192090056837) | > loss_disc_real_2: 0.20244146883487701 (0.2060256153345108) | > loss_disc_real_3: 0.2411099076271057 (0.22968905954621732) | > loss_disc_real_4: 0.23293791711330414 (0.23133438103832304) | > loss_disc_real_5: 0.2004554569721222 (0.2224965002387762) | > loss_0: 2.3169455528259277 (2.3302980959415436) | > grad_norm_0: tensor(5.3774, device='cuda:0') (tensor(8.3790, device='cuda:0')) | > loss_gen: 2.5680489540100098 (2.510501753538847) | > loss_kl: 1.8914158344268799 (1.9512460473924875) | > loss_feat: 7.896443843841553 (7.056143291294575) | > loss_mel: 17.585350036621094 (17.167740583419796) | > loss_duration: 1.9681968688964844 (1.9738888014107943) | > loss_1: 31.909456253051758 (30.659520506858826) | > grad_norm_1: tensor(73.0771, device='cuda:0') (tensor(87.9791, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3648 (0.37170886248350143) | > loader_time: 0.0034 (0.003735288977622986)  --> TIME: 2024-06-12 10:10:45 -- STEP: 89/330 -- GLOBAL_STEP: 407200 | > loss_disc: 2.3423709869384766 (2.337762248650025) | > loss_disc_real_0: 0.11808130890130997 (0.1052911655789011) | > loss_disc_real_1: 0.24078673124313354 (0.1937089450238796) | > loss_disc_real_2: 0.20800285041332245 (0.20764796670233263) | > loss_disc_real_3: 0.23594291508197784 (0.22881887283887756) | > loss_disc_real_4: 0.2532092332839966 (0.232111917285437) | > loss_disc_real_5: 0.2185063511133194 (0.22264557373657656) | > loss_0: 2.3423709869384766 (2.337762248650025) | > grad_norm_0: tensor(7.9576, device='cuda:0') (tensor(8.3191, device='cuda:0')) | > loss_gen: 2.7004549503326416 (2.5087782291883833) | > loss_kl: 2.0064494609832764 (1.968764061338446) | > loss_feat: 7.343474388122559 (7.053397891226779) | > loss_mel: 16.974267959594727 (17.128866002800763) | > loss_duration: 1.9831554889678955 (1.9706977190596333) | > loss_1: 31.007802963256836 (30.630503986658674) | > grad_norm_1: tensor(52.3401, device='cuda:0') (tensor(86.0317, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3586 (0.37259267689136977) | > loader_time: 0.0036 (0.003870575615529264)  --> TIME: 2024-06-12 10:10:55 -- STEP: 114/330 -- GLOBAL_STEP: 407225 | > loss_disc: 2.3823068141937256 (2.349468935999953) | > loss_disc_real_0: 0.07438716292381287 (0.10754531752644923) | > loss_disc_real_1: 0.18392062187194824 (0.1958930547300138) | > loss_disc_real_2: 0.2231130450963974 (0.2092875069693515) | > loss_disc_real_3: 0.24426312744617462 (0.2286698853499011) | > loss_disc_real_4: 0.23236317932605743 (0.23257199060498623) | > loss_disc_real_5: 0.23337508738040924 (0.22335874851335558) | > loss_0: 2.3823068141937256 (2.349468935999953) | > grad_norm_0: tensor(14.8179, device='cuda:0') (tensor(8.4754, device='cuda:0')) | > loss_gen: 2.481826066970825 (2.4967667993746305) | > loss_kl: 2.0995802879333496 (1.9766644511306495) | > loss_feat: 6.487464904785156 (7.023460103754411) | > loss_mel: 17.384841918945312 (17.112654535393965) | > loss_duration: 1.9890878200531006 (1.9733346658840514) | > loss_1: 30.44280242919922 (30.582880605731095) | > grad_norm_1: tensor(133.7779, device='cuda:0') (tensor(86.7770, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3673 (0.3711257775624593) | > loader_time: 0.0041 (0.003887427480597245)  --> TIME: 2024-06-12 10:11:04 -- STEP: 139/330 -- GLOBAL_STEP: 407250 | > loss_disc: 2.4209041595458984 (2.3564687083950995) | > loss_disc_real_0: 0.13198363780975342 (0.10944928411099551) | > loss_disc_real_1: 0.1898934692144394 (0.1959709840283977) | > loss_disc_real_2: 0.24288533627986908 (0.20995957366854162) | > loss_disc_real_3: 0.23807017505168915 (0.2291879160798711) | > loss_disc_real_4: 0.24147601425647736 (0.23329775078262358) | > loss_disc_real_5: 0.23867064714431763 (0.22424539301892837) | > loss_0: 2.4209041595458984 (2.3564687083950995) | > grad_norm_0: tensor(8.4103, device='cuda:0') (tensor(8.7258, device='cuda:0')) | > loss_gen: 2.3752026557922363 (2.487952875576431) | > loss_kl: 2.055084705352783 (1.984117582547579) | > loss_feat: 6.815001964569092 (7.006273804808692) | > loss_mel: 16.453811645507812 (17.12328357147656) | > loss_duration: 2.062851905822754 (1.98027642768064) | > loss_1: 29.761951446533203 (30.581904267235625) | > grad_norm_1: tensor(69.5132, device='cuda:0') (tensor(87.9131, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3668 (0.37098747877765903) | > loader_time: 0.0043 (0.003940307836738422)  --> TIME: 2024-06-12 10:11:14 -- STEP: 164/330 -- GLOBAL_STEP: 407275 | > loss_disc: 2.4297518730163574 (2.353415138837768) | > loss_disc_real_0: 0.1467270851135254 (0.11049358333211119) | > loss_disc_real_1: 0.15965522825717926 (0.19561657627544757) | > loss_disc_real_2: 0.20312605798244476 (0.20985191360842886) | > loss_disc_real_3: 0.2545624077320099 (0.22873528101822224) | > loss_disc_real_4: 0.3101939260959625 (0.23231650598165465) | > loss_disc_real_5: 0.27947998046875 (0.22336733995414362) | > loss_0: 2.4297518730163574 (2.353415138837768) | > grad_norm_0: tensor(9.3004, device='cuda:0') (tensor(8.8935, device='cuda:0')) | > loss_gen: 2.582246780395508 (2.4941724437039072) | > loss_kl: 2.0307698249816895 (1.9900000793177908) | > loss_feat: 6.453505992889404 (7.013307149817303) | > loss_mel: 17.016239166259766 (17.111385176821454) | > loss_duration: 2.0755796432495117 (1.9854743291692036) | > loss_1: 30.158340454101562 (30.594339114863697) | > grad_norm_1: tensor(71.5864, device='cuda:0') (tensor(89.2988, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3865 (0.37187826197321816) | > loader_time: 0.0042 (0.004018023246672095)  --> TIME: 2024-06-12 10:11:24 -- STEP: 189/330 -- GLOBAL_STEP: 407300 | > loss_disc: 2.375271797180176 (2.360984999036031) | > loss_disc_real_0: 0.14990383386611938 (0.11212978720980346) | > loss_disc_real_1: 0.20967057347297668 (0.19639072413482367) | > loss_disc_real_2: 0.2324514240026474 (0.21060918255773167) | > loss_disc_real_3: 0.23147863149642944 (0.22911388162898008) | > loss_disc_real_4: 0.20449891686439514 (0.23254543984377826) | > loss_disc_real_5: 0.20329077541828156 (0.22419374440082165) | > loss_0: 2.375271797180176 (2.360984999036031) | > grad_norm_0: tensor(28.7864, device='cuda:0') (tensor(9.5674, device='cuda:0')) | > loss_gen: 2.478120803833008 (2.486499783854007) | > loss_kl: 2.0740530490875244 (1.9989748720138791) | > loss_feat: 7.233353614807129 (6.999946352035279) | > loss_mel: 16.197216033935547 (17.09900852485939) | > loss_duration: 2.0823731422424316 (1.9938473518563327) | > loss_1: 30.06511688232422 (30.578276831006246) | > grad_norm_1: tensor(224.1705, device='cuda:0') (tensor(102.2784, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.3865 (0.3752130389844299) | > loader_time: 0.0046 (0.004124208732887549)  --> TIME: 2024-06-12 10:11:34 -- STEP: 214/330 -- GLOBAL_STEP: 407325 | > loss_disc: 2.5361487865448 (2.362974425342594) | > loss_disc_real_0: 0.1801612377166748 (0.11275958391689808) | > loss_disc_real_1: 0.23776645958423615 (0.1968315042485701) | > loss_disc_real_2: 0.21956519782543182 (0.21063559126352593) | > loss_disc_real_3: 0.2515770196914673 (0.2298845015814371) | > loss_disc_real_4: 0.21442744135856628 (0.23263043318396417) | > loss_disc_real_5: 0.22475121915340424 (0.22324435545183788) | > loss_0: 2.5361487865448 (2.362974425342594) | > grad_norm_0: tensor(7.6153, device='cuda:0') (tensor(10.5942, device='cuda:0')) | > loss_gen: 2.4200921058654785 (2.490527381406767) | > loss_kl: 2.0050065517425537 (2.005976572772052) | > loss_feat: 6.479869842529297 (7.0052677894307065) | > loss_mel: 16.566389083862305 (17.078645692807484) | > loss_duration: 2.113816261291504 (2.0023005927834556) | > loss_1: 29.585174560546875 (30.582717966810566) | > grad_norm_1: tensor(220.1516, device='cuda:0') (tensor(123.4986, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.4108 (0.3785488806038259) | > loader_time: 0.005 (0.0042242257394523265)  --> TIME: 2024-06-12 10:11:45 -- STEP: 239/330 -- GLOBAL_STEP: 407350 | > loss_disc: 2.4196698665618896 (2.362250910643253) | > loss_disc_real_0: 0.15065547823905945 (0.1132792745206396) | > loss_disc_real_1: 0.1716235727071762 (0.19703507311174565) | > loss_disc_real_2: 0.23483701050281525 (0.21064402368776966) | > loss_disc_real_3: 0.2210114747285843 (0.22966634896759208) | > loss_disc_real_4: 0.22209826111793518 (0.2324701217802) | > loss_disc_real_5: 0.22682102024555206 (0.22260855306641328) | > loss_0: 2.4196698665618896 (2.362250910643253) | > grad_norm_0: tensor(12.4066, device='cuda:0') (tensor(13.2055, device='cuda:0')) | > loss_gen: 2.5481088161468506 (2.4990262386689137) | > loss_kl: 1.9279747009277344 (2.0062053273412466) | > loss_feat: 6.396229267120361 (7.0134003132457) | > loss_mel: 16.9996337890625 (17.04425944643538) | > loss_duration: 2.0729598999023438 (2.0117211825678036) | > loss_1: 29.94490623474121 (30.57461242196949) | > grad_norm_1: tensor(244.1135, device='cuda:0') (tensor(153.9361, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.4213 (0.38329314287736327) | > loader_time: 0.006 (0.004378145209914968)  --> TIME: 2024-06-12 10:11:56 -- STEP: 264/330 -- GLOBAL_STEP: 407375 | > loss_disc: 2.374453067779541 (2.3656519651412955) | > loss_disc_real_0: 0.09492599219083786 (0.11498257773222798) | > loss_disc_real_1: 0.20733165740966797 (0.19732696585582965) | > loss_disc_real_2: 0.21155023574829102 (0.2113469685004516) | > loss_disc_real_3: 0.2207440733909607 (0.22962785246923115) | > loss_disc_real_4: 0.2230425775051117 (0.2324885795965339) | > loss_disc_real_5: 0.2193969488143921 (0.22211079034164097) | > loss_0: 2.374453067779541 (2.3656519651412955) | > grad_norm_0: tensor(27.7750, device='cuda:0') (tensor(14.7606, device='cuda:0')) | > loss_gen: 2.334268569946289 (2.4943426847457895) | > loss_kl: 2.091076374053955 (2.0101416503841216) | > loss_feat: 5.885480880737305 (6.997292771483912) | > loss_mel: 16.27791976928711 (16.998554240573522) | > loss_duration: 2.1348958015441895 (2.0201366286386144) | > loss_1: 28.72364044189453 (30.52046790267482) | > grad_norm_1: tensor(232.4413, device='cuda:0') (tensor(177.4666, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.434 (0.38816126187642414) | > loader_time: 0.0055 (0.00449574083992929)  --> TIME: 2024-06-12 10:12:08 -- STEP: 289/330 -- GLOBAL_STEP: 407400 | > loss_disc: 2.4841959476470947 (2.365281795547907) | > loss_disc_real_0: 0.14433477818965912 (0.11580043573538325) | > loss_disc_real_1: 0.2081834077835083 (0.19768927609838008) | > loss_disc_real_2: 0.22567498683929443 (0.2109739789707025) | > loss_disc_real_3: 0.2318771332502365 (0.22958424506921668) | > loss_disc_real_4: 0.24546824395656586 (0.2321551592189135) | > loss_disc_real_5: 0.2396962195634842 (0.22249577104220336) | > loss_0: 2.4841959476470947 (2.365281795547907) | > grad_norm_0: tensor(15.2933, device='cuda:0') (tensor(15.0403, device='cuda:0')) | > loss_gen: 2.294135093688965 (2.490769392891327) | > loss_kl: 2.0432538986206055 (2.0177205103903897) | > loss_feat: 6.471940040588379 (6.99673912186936) | > loss_mel: 16.07220458984375 (16.94223098028901) | > loss_duration: 2.1692428588867188 (2.030329440704266) | > loss_1: 29.050777435302734 (30.477789373958814) | > grad_norm_1: tensor(155.5332, device='cuda:0') (tensor(188.1824, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.4694 (0.3935018616976622) | > loader_time: 0.0064 (0.004634989999157333)  --> TIME: 2024-06-12 10:12:20 -- STEP: 314/330 -- GLOBAL_STEP: 407425 | > loss_disc: 2.4583537578582764 (2.369335149503815) | > loss_disc_real_0: 0.13458946347236633 (0.11717977340386551) | > loss_disc_real_1: 0.21276578307151794 (0.1976440244229736) | > loss_disc_real_2: 0.2809886336326599 (0.21104740636174082) | > loss_disc_real_3: 0.2367883175611496 (0.22996705049162458) | > loss_disc_real_4: 0.2377210557460785 (0.23275498618745497) | > loss_disc_real_5: 0.2185215950012207 (0.22302215712465293) | > loss_0: 2.4583537578582764 (2.369335149503815) | > grad_norm_0: tensor(5.8323, device='cuda:0') (tensor(15.3249, device='cuda:0')) | > loss_gen: 2.3209710121154785 (2.483088909440739) | > loss_kl: 2.010158061981201 (2.024159003974524) | > loss_feat: 6.687211513519287 (6.981101330678173) | > loss_mel: 16.25429916381836 (16.89624455020685) | > loss_duration: 2.240583658218384 (2.0438416007977382) | > loss_1: 29.513221740722656 (30.428435301325123) | > grad_norm_1: tensor(114.6162, device='cuda:0') (tensor(192.1751, device='cuda:0')) | > current_lr_0: 0.00017722760513622673 | > current_lr_1: 0.00017722760513622673 | > step_time: 0.5204 (0.4014972843182313) | > loader_time: 0.0071 (0.004831920004194708)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.574955463409424 (2.574955463409424) | > loss_disc_real_0: 0.14617082476615906 (0.14617082476615906) | > loss_disc_real_1: 0.24320535361766815 (0.24320535361766815) | > loss_disc_real_2: 0.28354623913764954 (0.28354623913764954) | > loss_disc_real_3: 0.26394665241241455 (0.26394665241241455) | > loss_disc_real_4: 0.2873687446117401 (0.2873687446117401) | > loss_disc_real_5: 0.30463817715644836 (0.30463817715644836) | > loss_0: 2.574955463409424 (2.574955463409424) | > loss_gen: 2.465008497238159 (2.465008497238159) | > loss_kl: 1.472894310951233 (1.472894310951233) | > loss_feat: 5.837155818939209 (5.837155818939209) | > loss_mel: 13.927194595336914 (13.927194595336914) | > loss_duration: 2.9154622554779053 (2.9154622554779053) | > loss_1: 26.617713928222656 (26.617713928222656)  --> STEP: 1 | > loss_disc: 2.2601089477539062 (2.2601089477539062) | > loss_disc_real_0: 0.09815691411495209 (0.09815691411495209) | > loss_disc_real_1: 0.17359581589698792 (0.17359581589698792) | > loss_disc_real_2: 0.1671236902475357 (0.1671236902475357) | > loss_disc_real_3: 0.24816517531871796 (0.24816517531871796) | > loss_disc_real_4: 0.3074818253517151 (0.3074818253517151) | > loss_disc_real_5: 0.2598707675933838 (0.2598707675933838) | > loss_0: 2.2601089477539062 (2.2601089477539062) | > loss_gen: 2.444490671157837 (2.444490671157837) | > loss_kl: 4.045220851898193 (4.045220851898193) | > loss_feat: 6.98136043548584 (6.98136043548584) | > loss_mel: 17.840517044067383 (17.840517044067383) | > loss_duration: 2.450145721435547 (2.450145721435547) | > loss_1: 33.76173400878906 (33.76173400878906)  --> STEP: 2 | > loss_disc: 2.2589802742004395 (2.259544610977173) | > loss_disc_real_0: 0.08700751513242722 (0.09258221462368965) | > loss_disc_real_1: 0.1659616231918335 (0.1697787195444107) | > loss_disc_real_2: 0.21404433250427246 (0.19058401137590408) | > loss_disc_real_3: 0.23736874759197235 (0.24276696145534515) | > loss_disc_real_4: 0.21017402410507202 (0.25882792472839355) | > loss_disc_real_5: 0.19668419659137726 (0.22827748209238052) | > loss_0: 2.2589802742004395 (2.259544610977173) | > loss_gen: 2.3691070079803467 (2.406798839569092) | > loss_kl: 3.154000997543335 (3.599610924720764) | > loss_feat: 6.197613716125488 (6.589487075805664) | > loss_mel: 17.058155059814453 (17.449336051940918) | > loss_duration: 2.50571346282959 (2.4779295921325684) | > loss_1: 31.284591674804688 (32.523162841796875)  --> STEP: 3 | > loss_disc: 2.2526087760925293 (2.257232666015625) | > loss_disc_real_0: 0.15098661184310913 (0.11205034703016281) | > loss_disc_real_1: 0.22860045731067657 (0.18938596546649933) | > loss_disc_real_2: 0.15710307657718658 (0.17942369977633157) | > loss_disc_real_3: 0.20616458356380463 (0.23056616882483164) | > loss_disc_real_4: 0.1875946819782257 (0.23508351047833762) | > loss_disc_real_5: 0.19116607308387756 (0.21590701242287955) | > loss_0: 2.2526087760925293 (2.257232666015625) | > loss_gen: 2.2928903102874756 (2.368829329808553) | > loss_kl: 3.4790596961975098 (3.559427181879679) | > loss_feat: 6.5954084396362305 (6.5914608637491865) | > loss_mel: 16.032426834106445 (16.977032979329426) | > loss_duration: 2.3486976623535156 (2.4348522822062173) | > loss_1: 30.748483657836914 (31.931603113810223)  --> STEP: 4 | > loss_disc: 2.2101731300354004 (2.245467782020569) | > loss_disc_real_0: 0.14638075232505798 (0.1206329483538866) | > loss_disc_real_1: 0.16932295262813568 (0.18437021225690842) | > loss_disc_real_2: 0.11933621019124985 (0.16440182738006115) | > loss_disc_real_3: 0.19024862349033356 (0.22048678249120712) | > loss_disc_real_4: 0.24006877839565277 (0.2363298274576664) | > loss_disc_real_5: 0.18704478442668915 (0.20869145542383194) | > loss_0: 2.2101731300354004 (2.245467782020569) | > loss_gen: 2.364455223083496 (2.367735803127289) | > loss_kl: 3.8471338748931885 (3.6313538551330566) | > loss_feat: 7.592414855957031 (6.8416993618011475) | > loss_mel: 18.58004379272461 (17.377785682678223) | > loss_duration: 2.428966522216797 (2.4333808422088623) | > loss_1: 34.81301498413086 (32.65195608139038)  --> STEP: 5 | > loss_disc: 2.3479459285736084 (2.265963411331177) | > loss_disc_real_0: 0.14934058487415314 (0.1263744756579399) | > loss_disc_real_1: 0.2091447114944458 (0.18932511210441588) | > loss_disc_real_2: 0.20723141729831696 (0.17296774536371232) | > loss_disc_real_3: 0.19789718091487885 (0.21596886217594147) | > loss_disc_real_4: 0.22780942916870117 (0.23462574779987336) | > loss_disc_real_5: 0.19507230818271637 (0.20596762597560883) | > loss_0: 2.3479459285736084 (2.265963411331177) | > loss_gen: 2.405604362487793 (2.3753095149993895) | > loss_kl: 2.7769875526428223 (3.4604805946350097) | > loss_feat: 6.923903465270996 (6.858140182495117) | > loss_mel: 16.917980194091797 (17.285824584960938) | > loss_duration: 2.4550914764404297 (2.4377229690551756) | > loss_1: 31.47956657409668 (32.41747817993164)  --> STEP: 6 | > loss_disc: 2.5882062911987305 (2.319670557975769) | > loss_disc_real_0: 0.18057990074157715 (0.13540871317187944) | > loss_disc_real_1: 0.17379458248615265 (0.186736690501372) | > loss_disc_real_2: 0.19791166484355927 (0.17712506527702013) | > loss_disc_real_3: 0.22596803307533264 (0.21763539065917334) | > loss_disc_real_4: 0.23764151334762573 (0.2351283753911654) | > loss_disc_real_5: 0.2559361159801483 (0.21429570764303207) | > loss_0: 2.5882062911987305 (2.319670557975769) | > loss_gen: 2.095290422439575 (2.3286396662394204) | > loss_kl: 3.3244712352752686 (3.4378123680750527) | > loss_feat: 4.440443992614746 (6.455190817515056) | > loss_mel: 14.58763313293457 (16.83612600962321) | > loss_duration: 2.2500226497650146 (2.4064395825068154) | > loss_1: 26.69786262512207 (31.46420892079671)  --> STEP: 7 | > loss_disc: 2.3458139896392822 (2.3234053339276994) | > loss_disc_real_0: 0.16866134107112885 (0.14015908858605794) | > loss_disc_real_1: 0.20681755244731903 (0.18960538506507874) | > loss_disc_real_2: 0.20186597108840942 (0.1806594803929329) | > loss_disc_real_3: 0.16669312119483948 (0.21035792359283992) | > loss_disc_real_4: 0.28329765796661377 (0.24200970147337234) | > loss_disc_real_5: 0.23534302413463593 (0.21730246714183263) | > loss_0: 2.3458139896392822 (2.3234053339276994) | > loss_gen: 2.462489128112793 (2.3477610179356168) | > loss_kl: 4.44182014465332 (3.5812420504433766) | > loss_feat: 6.195079803466797 (6.418032101222447) | > loss_mel: 17.580703735351562 (16.942494256155832) | > loss_duration: 2.599544048309326 (2.434025934764317) | > loss_1: 33.27963638305664 (31.723555701119558)  --> STEP: 8 | > loss_disc: 2.4964184761047363 (2.345031976699829) | > loss_disc_real_0: 0.14880165457725525 (0.1412394093349576) | > loss_disc_real_1: 0.24325954914093018 (0.19631215557456017) | > loss_disc_real_2: 0.2547738552093506 (0.1899237772449851) | > loss_disc_real_3: 0.23634418845176697 (0.2136062067002058) | > loss_disc_real_4: 0.2779161036014557 (0.24649800173938274) | > loss_disc_real_5: 0.28323081135749817 (0.22554351016879082) | > loss_0: 2.4964184761047363 (2.345031976699829) | > loss_gen: 2.4570648670196533 (2.361423999071121) | > loss_kl: 2.49503231048584 (3.4454658329486847) | > loss_feat: 7.230072021484375 (6.519537091255188) | > loss_mel: 16.119020462036133 (16.83956003189087) | > loss_duration: 2.3171801567077637 (2.419420212507248) | > loss_1: 30.618370056152344 (31.585407495498657)  --> STEP: 9 | > loss_disc: 2.5196762084960938 (2.3644368913438587) | > loss_disc_real_0: 0.2233933061361313 (0.15036762009064356) | > loss_disc_real_1: 0.1643892228603363 (0.19276516305075753) | > loss_disc_real_2: 0.23948045074939728 (0.1954300743010309) | > loss_disc_real_3: 0.22944729030132294 (0.21536632710032994) | > loss_disc_real_4: 0.24811355769634247 (0.24667750795682272) | > loss_disc_real_5: 0.2205815613269806 (0.2249921825197008) | > loss_0: 2.5196762084960938 (2.3644368913438587) | > loss_gen: 2.4388906955718994 (2.37003140979343) | > loss_kl: 3.50773549079895 (3.452384683820936) | > loss_feat: 7.231036186218262 (6.598592546251085) | > loss_mel: 19.26498794555664 (17.109052022298176) | > loss_duration: 2.1822943687438965 (2.393072896533542) | > loss_1: 34.624942779541016 (31.92313363817003)  --> STEP: 10 | > loss_disc: 2.5478274822235107 (2.3827759504318236) | > loss_disc_real_0: 0.1974325180053711 (0.1550741098821163) | > loss_disc_real_1: 0.22098325192928314 (0.19558697193861008) | > loss_disc_real_2: 0.1806185394525528 (0.1939489208161831) | > loss_disc_real_3: 0.2603782117366791 (0.21986751556396483) | > loss_disc_real_4: 0.29426309466362 (0.25143606662750245) | > loss_disc_real_5: 0.29865989089012146 (0.23235895335674286) | > loss_0: 2.5478274822235107 (2.3827759504318236) | > loss_gen: 2.318452835083008 (2.3648735523223876) | > loss_kl: 3.03023624420166 (3.410169839859009) | > loss_feat: 4.817708969116211 (6.420504188537597) | > loss_mel: 14.017622947692871 (16.799909114837646) | > loss_duration: 2.4140102863311768 (2.3951666355133057) | > loss_1: 26.598031997680664 (31.390623474121092)  --> STEP: 11 | > loss_disc: 2.6906087398529053 (2.410760749470104) | > loss_disc_real_0: 0.19615422189235687 (0.15880866551941092) | > loss_disc_real_1: 0.19557398557662964 (0.19558579136024823) | > loss_disc_real_2: 0.1735498607158661 (0.19209446080706336) | > loss_disc_real_3: 0.26687708497047424 (0.22414111278273843) | > loss_disc_real_4: 0.2697335481643677 (0.25309947403994476) | > loss_disc_real_5: 0.2911563217639923 (0.2377041686664928) | > loss_0: 2.6906087398529053 (2.410760749470104) | > loss_gen: 1.9291536808013916 (2.325262654911388) | > loss_kl: 4.481057643890381 (3.5075232765891333) | > loss_feat: 2.91333270072937 (6.101670416918668) | > loss_mel: 12.986248016357422 (16.453212651339445) | > loss_duration: 2.5832481384277344 (2.412264953960072) | > loss_1: 24.89303970336914 (30.79993404041637)  --> STEP: 12 | > loss_disc: 2.2225077152252197 (2.3950729966163635) | > loss_disc_real_0: 0.162965327501297 (0.15915505401790142) | > loss_disc_real_1: 0.16064392030239105 (0.19267396877209345) | > loss_disc_real_2: 0.2686006426811218 (0.1984699759632349) | > loss_disc_real_3: 0.18328316509723663 (0.2207362838089466) | > loss_disc_real_4: 0.20758233964443207 (0.2493063795069854) | > loss_disc_real_5: 0.15117041766643524 (0.23049302274982134) | > loss_0: 2.2225077152252197 (2.3950729966163635) | > loss_gen: 2.548121690750122 (2.3438342412312827) | > loss_kl: 2.388857841491699 (3.4143011569976807) | > loss_feat: 7.48194694519043 (6.216693460941315) | > loss_mel: 17.076614379882812 (16.505162795384724) | > loss_duration: 2.335103988647461 (2.4058348735173545) | > loss_1: 31.830644607543945 (30.885826587677002)  --> STEP: 13 | > loss_disc: 2.4029674530029297 (2.3956802624922533) | > loss_disc_real_0: 0.12519875168800354 (0.15654303076175544) | > loss_disc_real_1: 0.21641148626804352 (0.1944999316563973) | > loss_disc_real_2: 0.15100286900997162 (0.19481866004375312) | > loss_disc_real_3: 0.20710571110248566 (0.2196877782161419) | > loss_disc_real_4: 0.23773404955863953 (0.24841620028018954) | > loss_disc_real_5: 0.23973801732063293 (0.23120417617834532) | > loss_0: 2.4029674530029297 (2.3956802624922533) | > loss_gen: 2.1650803089141846 (2.330083938745352) | > loss_kl: 3.225637674331665 (3.399788581407987) | > loss_feat: 7.667143821716309 (6.328266565616314) | > loss_mel: 15.598441123962402 (16.435414974506084) | > loss_duration: 2.29957914352417 (2.397661355825571) | > loss_1: 30.955883026123047 (30.891215544480545)  --> STEP: 14 | > loss_disc: 2.3365139961242676 (2.3914541006088257) | > loss_disc_real_0: 0.15503253042697906 (0.1564351378807) | > loss_disc_real_1: 0.1245071217417717 (0.18950044523392404) | > loss_disc_real_2: 0.14522255957126617 (0.19127608143857547) | > loss_disc_real_3: 0.140593022108078 (0.21403815277985164) | > loss_disc_real_4: 0.18361173570156097 (0.24378730995314465) | > loss_disc_real_5: 0.15419690310955048 (0.2257036566734314) | > loss_0: 2.3365139961242676 (2.3914541006088257) | > loss_gen: 2.122586250305176 (2.3152626752853394) | > loss_kl: 3.6359126567840576 (3.416654586791992) | > loss_feat: 7.2442450523376465 (6.393693600382123) | > loss_mel: 18.522279739379883 (16.584476743425643) | > loss_duration: 2.3918707370758057 (2.3972477402005876) | > loss_1: 33.91689682006836 (31.10733563559396)  --> STEP: 15 | > loss_disc: 2.3383965492248535 (2.387916930516561) | > loss_disc_real_0: 0.17207516729831696 (0.1574778065085411) | > loss_disc_real_1: 0.1557047814130783 (0.187247400979201) | > loss_disc_real_2: 0.11967755854129791 (0.18650284657875696) | > loss_disc_real_3: 0.1790536344051361 (0.2117058515548706) | > loss_disc_real_4: 0.23422455787658691 (0.2431497931480408) | > loss_disc_real_5: 0.19396179914474487 (0.22358753283818564) | > loss_0: 2.3383965492248535 (2.387916930516561) | > loss_gen: 2.074369430541992 (2.299203125635783) | > loss_kl: 2.5289535522460938 (3.357474517822266) | > loss_feat: 7.438449382781982 (6.463343985875448) | > loss_mel: 18.944507598876953 (16.741812133789065) | > loss_duration: 2.4016122817993164 (2.3975387096405028) | > loss_1: 33.38789367675781 (31.259372838338216)  --> STEP: 16 | > loss_disc: 2.7082738876342773 (2.407939240336418) | > loss_disc_real_0: 0.23148731887340546 (0.16210340103134513) | > loss_disc_real_1: 0.23085254430770874 (0.18997272243723273) | > loss_disc_real_2: 0.27230578660964966 (0.19186553033068776) | > loss_disc_real_3: 0.19425702095031738 (0.21061529964208603) | > loss_disc_real_4: 0.17747510969638824 (0.23904512543231252) | > loss_disc_real_5: 0.1561111956834793 (0.21937026176601648) | > loss_0: 2.7082738876342773 (2.407939240336418) | > loss_gen: 1.9554749727249146 (2.2777201160788536) | > loss_kl: 3.1339008808135986 (3.343501165509224) | > loss_feat: 4.527226448059082 (6.342336639761925) | > loss_mel: 14.352593421936035 (16.59248596429825) | > loss_duration: 2.4285969734191895 (2.399479851126671) | > loss_1: 26.39779281616211 (30.95552408695221)  --> STEP: 17 | > loss_disc: 2.7596850395202637 (2.428630169700174) | > loss_disc_real_0: 0.19849997758865356 (0.1642443761229515) | > loss_disc_real_1: 0.15674592554569244 (0.1880182049730245) | > loss_disc_real_2: 0.1661117523908615 (0.19035060221658034) | > loss_disc_real_3: 0.22960466146469116 (0.21173232092576869) | > loss_disc_real_4: 0.26554831862449646 (0.2406041367965586) | > loss_disc_real_5: 0.34058117866516113 (0.22650031570126028) | > loss_0: 2.7596850395202637 (2.428630169700174) | > loss_gen: 2.156707763671875 (2.270601742407855) | > loss_kl: 2.564065933227539 (3.2976520341985367) | > loss_feat: 5.346104621887207 (6.283734756357529) | > loss_mel: 17.37226104736328 (16.638355086831485) | > loss_duration: 2.502957344055176 (2.4055667624754062) | > loss_1: 29.942096710205078 (30.89591071184944)  --> STEP: 18 | > loss_disc: 2.631143093109131 (2.439880887667338) | > loss_disc_real_0: 0.19616743922233582 (0.16601787962847286) | > loss_disc_real_1: 0.13539226353168488 (0.18509454155961672) | > loss_disc_real_2: 0.2690539062023163 (0.19472300799356568) | > loss_disc_real_3: 0.18543262779712677 (0.21027122686306635) | > loss_disc_real_4: 0.2807820439338684 (0.24283624274863136) | > loss_disc_real_5: 0.30677419900894165 (0.23095997588502037) | > loss_0: 2.631143093109131 (2.439880887667338) | > loss_gen: 2.131373643875122 (2.262866848044925) | > loss_kl: 2.9393558502197266 (3.2777466906441584) | > loss_feat: 6.870442867279053 (6.316329651408726) | > loss_mel: 14.226859092712402 (16.504383087158203) | > loss_duration: 2.2452492713928223 (2.396660235193041) | > loss_1: 28.41328239440918 (30.75798691643609)  --> STEP: 19 | > loss_disc: 2.537078857421875 (2.4449965702859977) | > loss_disc_real_0: 0.09113052487373352 (0.1620764399045392) | > loss_disc_real_1: 0.22764207422733307 (0.18733388538423337) | > loss_disc_real_2: 0.23277610540390015 (0.19672580259410957) | > loss_disc_real_3: 0.203781858086586 (0.20992968113798843) | > loss_disc_real_4: 0.23479050397872925 (0.24241278281337336) | > loss_disc_real_5: 0.25611770153045654 (0.23228406670846438) | > loss_0: 2.537078857421875 (2.4449965702859977) | > loss_gen: 2.1301004886627197 (2.255879144919546) | > loss_kl: 2.676669120788574 (3.2461110290728117) | > loss_feat: 6.117423057556152 (6.3058608833112215) | > loss_mel: 16.505144119262695 (16.504423141479492) | > loss_duration: 2.359065055847168 (2.394681541543258) | > loss_1: 29.788402557373047 (30.706956160695928)  --> STEP: 20 | > loss_disc: 2.5483551025390625 (2.450164496898651) | > loss_disc_real_0: 0.26080769300460815 (0.16701300255954266) | > loss_disc_real_1: 0.14519530534744263 (0.18522695638239384) | > loss_disc_real_2: 0.1862078160047531 (0.19619990326464173) | > loss_disc_real_3: 0.22830604016780853 (0.21084849908947945) | > loss_disc_real_4: 0.2555665075778961 (0.2430704690515995) | > loss_disc_real_5: 0.25837352871894836 (0.23358853980898858) | > loss_0: 2.5483551025390625 (2.450164496898651) | > loss_gen: 2.256453275680542 (2.2559078514575956) | > loss_kl: 2.356504201889038 (3.201630687713623) | > loss_feat: 6.46401834487915 (6.313768756389618) | > loss_mel: 17.70894432067871 (16.564649200439455) | > loss_duration: 2.333937644958496 (2.39164434671402) | > loss_1: 31.119857788085938 (30.72760124206543)  --> STEP: 21 | > loss_disc: 2.5822958946228027 (2.4564564682188488) | > loss_disc_real_0: 0.1427769958972931 (0.16585890700419745) | > loss_disc_real_1: 0.19884148240089417 (0.18587526714517957) | > loss_disc_real_2: 0.2069281041622162 (0.19671076997405007) | > loss_disc_real_3: 0.2917642891407013 (0.21470163194906144) | > loss_disc_real_4: 0.24765731394290924 (0.24328889023689998) | > loss_disc_real_5: 0.20295929908752441 (0.2321300045365379) | > loss_0: 2.5822958946228027 (2.4564564682188488) | > loss_gen: 2.044590711593628 (2.2458451305116927) | > loss_kl: 2.3837389945983887 (3.1626834642319452) | > loss_feat: 5.972563743591309 (6.297520898637318) | > loss_mel: 12.669191360473633 (16.37915120806013) | > loss_duration: 2.209812879562378 (2.382985705421085) | > loss_1: 25.279895782470703 (30.46818669637044)  --> STEP: 22 | > loss_disc: 2.619964361190796 (2.463888645172119) | > loss_disc_real_0: 0.13089583814144135 (0.1642696766013449) | > loss_disc_real_1: 0.3559941053390503 (0.19360794160853734) | > loss_disc_real_2: 0.15372399985790253 (0.19475682587786156) | > loss_disc_real_3: 0.19248679280281067 (0.21369186653332276) | > loss_disc_real_4: 0.2129364162683487 (0.24190923232923855) | > loss_disc_real_5: 0.20287828147411346 (0.23080038076097315) | > loss_0: 2.619964361190796 (2.463888645172119) | > loss_gen: 2.017817258834839 (2.2354802272536536) | > loss_kl: 2.5067856311798096 (3.132869926365939) | > loss_feat: 8.752309799194336 (6.4091022122990005) | > loss_mel: 18.322420120239258 (16.46748161315918) | > loss_duration: 2.2440741062164307 (2.376671541820873) | > loss_1: 33.843406677246094 (30.621605786410246)  --> STEP: 23 | > loss_disc: 2.527869701385498 (2.4666704302248745) | > loss_disc_real_0: 0.1783752590417862 (0.16488296279440756) | > loss_disc_real_1: 0.19272255897521973 (0.19356944671143655) | > loss_disc_real_2: 0.2095784991979599 (0.19540124645699625) | > loss_disc_real_3: 0.1970658302307129 (0.21296899538973105) | > loss_disc_real_4: 0.24700376391410828 (0.24213073370249374) | > loss_disc_real_5: 0.24319066107273102 (0.2313390886006148) | > loss_0: 2.527869701385498 (2.4666704302248745) | > loss_gen: 2.191533327102661 (2.23356949246448) | > loss_kl: 3.189302682876587 (3.1353235244750977) | > loss_feat: 5.8659515380859375 (6.385486965594084) | > loss_mel: 16.202184677124023 (16.455946963766348) | > loss_duration: 2.329373359680176 (2.3746150991191035) | > loss_1: 29.77834701538086 (30.58494236158288)  --> STEP: 24 | > loss_disc: 2.359477996826172 (2.462204078833262) | > loss_disc_real_0: 0.15214188396930695 (0.16435208451002836) | > loss_disc_real_1: 0.16850101947784424 (0.1925249289100369) | > loss_disc_real_2: 0.15939225256443024 (0.19390087171147266) | > loss_disc_real_3: 0.242947518825531 (0.21421810053288937) | > loss_disc_real_4: 0.284309446811676 (0.24388818008204302) | > loss_disc_real_5: 0.22023463249206543 (0.23087640292942524) | > loss_0: 2.359477996826172 (2.462204078833262) | > loss_gen: 2.403413772583008 (2.2406463374694185) | > loss_kl: 2.7023167610168457 (3.1172815759976706) | > loss_feat: 7.561056613922119 (6.434469034274419) | > loss_mel: 17.147117614746094 (16.484745740890503) | > loss_duration: 2.410989761352539 (2.3761307100454965) | > loss_1: 32.22489547729492 (30.653273741404217)  --> STEP: 25 | > loss_disc: 2.5681943893432617 (2.4664436912536623) | > loss_disc_real_0: 0.20207099616527557 (0.16586084097623824) | > loss_disc_real_1: 0.24542711675167084 (0.19464101642370224) | > loss_disc_real_2: 0.2285098433494568 (0.19528523057699204) | > loss_disc_real_3: 0.18305955827236176 (0.21297175884246827) | > loss_disc_real_4: 0.22395627200603485 (0.2430909037590027) | > loss_disc_real_5: 0.2146279364824295 (0.23022646427154542) | > loss_0: 2.5681943893432617 (2.4664436912536623) | > loss_gen: 2.1185755729675293 (2.235763506889343) | > loss_kl: 3.1864593029022217 (3.1200486850738525) | > loss_feat: 4.417861461639404 (6.353804731369019) | > loss_mel: 12.595438957214355 (16.329173469543456) | > loss_duration: 2.439514636993408 (2.378666067123413) | > loss_1: 24.757850646972656 (30.417456817626952)  --> STEP: 26 | > loss_disc: 2.5502543449401855 (2.469667177933913) | > loss_disc_real_0: 0.15406352281570435 (0.16540709797006387) | > loss_disc_real_1: 0.20684684813022614 (0.19511047148933777) | > loss_disc_real_2: 0.21328459680080414 (0.1959775138932925) | > loss_disc_real_3: 0.1859740912914276 (0.21193338701358208) | > loss_disc_real_4: 0.20644621551036835 (0.24168149267251676) | > loss_disc_real_5: 0.1564706414937973 (0.22738970185701662) | > loss_0: 2.5502543449401855 (2.469667177933913) | > loss_gen: 1.8843283653259277 (2.2222467706753655) | > loss_kl: 2.3098373413085938 (3.08888671031365) | > loss_feat: 6.133172512054443 (6.345318876779997) | > loss_mel: 12.286547660827637 (16.173687861515923) | > loss_duration: 2.3074088096618652 (2.375925403374892) | > loss_1: 24.921295166015625 (30.206065984872673) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024435703571026143 (-4.025606008676349e-05) | > avg_loss_disc: 2.469667177933913 (+0.02744286793928863) | > avg_loss_disc_real_0: 0.16540709797006387 (+0.007327421639974296) | > avg_loss_disc_real_1: 0.19511047148933777 (+0.0003038280858443376) | > avg_loss_disc_real_2: 0.1959775138932925 (-0.0415211173777397) | > avg_loss_disc_real_3: 0.21193338701358208 (-0.06537904819616899) | > avg_loss_disc_real_4: 0.24168149267251676 (-0.005463036780173958) | > avg_loss_disc_real_5: 0.22738970185701662 (-0.015351588336321026) | > avg_loss_0: 2.469667177933913 (+0.02744286793928863) | > avg_loss_gen: 2.2222467706753655 (-0.18284563376353358) | > avg_loss_kl: 3.08888671031365 (+0.1317080580271206) | > avg_loss_feat: 6.345318876779997 (-0.36204760808211045) | > avg_loss_mel: 16.173687861515923 (-0.8398852715125464) | > avg_loss_duration: 2.375925403374892 (-0.009188762077918078) | > avg_loss_1: 30.206065984872673 (-1.2622587497417683)  > EPOCH: 968/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:12:49)   --> TIME: 2024-06-12 10:12:53 -- STEP: 9/330 -- GLOBAL_STEP: 407450 | > loss_disc: 2.314742088317871 (2.303891658782959) | > loss_disc_real_0: 0.1073274314403534 (0.09674376663234499) | > loss_disc_real_1: 0.1740797907114029 (0.1872471123933792) | > loss_disc_real_2: 0.22505688667297363 (0.21139814953009287) | > loss_disc_real_3: 0.222696915268898 (0.22437581585513222) | > loss_disc_real_4: 0.2273147702217102 (0.2342103206449085) | > loss_disc_real_5: 0.2224341779947281 (0.21870054635736677) | > loss_0: 2.314742088317871 (2.303891658782959) | > grad_norm_0: tensor(7.0574, device='cuda:0') (tensor(8.4667, device='cuda:0')) | > loss_gen: 2.6121573448181152 (2.51231140560574) | > loss_kl: 1.843593955039978 (1.9516416390736897) | > loss_feat: 6.844971656799316 (6.853921413421631) | > loss_mel: 17.954801559448242 (17.656923717922634) | > loss_duration: 2.0764248371124268 (2.0856294764412775) | > loss_1: 31.331951141357422 (31.060427771674263) | > grad_norm_1: tensor(106.1721, device='cuda:0') (tensor(97.0738, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3524 (0.3693089220258925) | > loader_time: 0.0035 (0.0032400025261773)  --> TIME: 2024-06-12 10:13:03 -- STEP: 34/330 -- GLOBAL_STEP: 407475 | > loss_disc: 2.3607070446014404 (2.3187048365088074) | > loss_disc_real_0: 0.07555816322565079 (0.09903369142728694) | > loss_disc_real_1: 0.19482119381427765 (0.1928075100569164) | > loss_disc_real_2: 0.2144453227519989 (0.21333068302449057) | > loss_disc_real_3: 0.24145229160785675 (0.2275371021207641) | > loss_disc_real_4: 0.23288379609584808 (0.23051772135145523) | > loss_disc_real_5: 0.2161053866147995 (0.22032292888445013) | > loss_0: 2.3607070446014404 (2.3187048365088074) | > grad_norm_0: tensor(6.1156, device='cuda:0') (tensor(8.8878, device='cuda:0')) | > loss_gen: 2.5254592895507812 (2.508815246469834) | > loss_kl: 2.0824601650238037 (1.9689248063985039) | > loss_feat: 7.539799213409424 (6.949885031756232) | > loss_mel: 17.45066261291504 (17.283049639533544) | > loss_duration: 2.000825881958008 (1.9923567631665406) | > loss_1: 31.599206924438477 (30.70303159601548) | > grad_norm_1: tensor(54.2478, device='cuda:0') (tensor(101.5355, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3591 (0.3626091480255127) | > loader_time: 0.0033 (0.003382991341983571)  --> TIME: 2024-06-12 10:13:12 -- STEP: 59/330 -- GLOBAL_STEP: 407500 | > loss_disc: 2.290682792663574 (2.321612463159077) | > loss_disc_real_0: 0.08276554942131042 (0.10127812017828731) | > loss_disc_real_1: 0.18347515165805817 (0.19416012779130773) | > loss_disc_real_2: 0.20845501124858856 (0.21235949230396142) | > loss_disc_real_3: 0.2023106962442398 (0.22540057160086552) | > loss_disc_real_4: 0.173528254032135 (0.22909812427173226) | > loss_disc_real_5: 0.19660064578056335 (0.2201007071693065) | > loss_0: 2.290682792663574 (2.321612463159077) | > grad_norm_0: tensor(12.9598, device='cuda:0') (tensor(9.3889, device='cuda:0')) | > loss_gen: 2.4505138397216797 (2.506438069424387) | > loss_kl: 1.8497371673583984 (1.9506205481997991) | > loss_feat: 7.176855564117432 (6.985541602312508) | > loss_mel: 16.651559829711914 (17.20152906644142) | > loss_duration: 1.9513481855392456 (1.9762370162091019) | > loss_1: 30.080013275146484 (30.62036620964438) | > grad_norm_1: tensor(166.6805, device='cuda:0') (tensor(115.2644, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3598 (0.36424890615172306) | > loader_time: 0.0034 (0.003430556442777989) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_407500.pth  --> TIME: 2024-06-12 10:13:27 -- STEP: 84/330 -- GLOBAL_STEP: 407525 | > loss_disc: 2.3417015075683594 (2.3309265658968976) | > loss_disc_real_0: 0.1098991334438324 (0.10272616609221413) | > loss_disc_real_1: 0.17347419261932373 (0.19450198575144723) | > loss_disc_real_2: 0.21436463296413422 (0.2124394334497906) | > loss_disc_real_3: 0.25178247690200806 (0.2275651436121691) | > loss_disc_real_4: 0.25825515389442444 (0.23056730539316223) | > loss_disc_real_5: 0.23276713490486145 (0.2215605459752537) | > loss_0: 2.3417015075683594 (2.3309265658968976) | > grad_norm_0: tensor(8.4552, device='cuda:0') (tensor(9.4595, device='cuda:0')) | > loss_gen: 2.4766111373901367 (2.5086263049216493) | > loss_kl: 1.9868203401565552 (1.9683064704849607) | > loss_feat: 6.6677350997924805 (7.008898916698637) | > loss_mel: 16.3011474609375 (17.18086056482224) | > loss_duration: 2.0421271324157715 (1.9724382062753045) | > loss_1: 29.474443435668945 (30.63913043340047) | > grad_norm_1: tensor(114.4401, device='cuda:0') (tensor(110.8434, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3685 (0.3699214231400263) | > loader_time: 0.0042 (0.0035600775764102026)  --> TIME: 2024-06-12 10:13:37 -- STEP: 109/330 -- GLOBAL_STEP: 407550 | > loss_disc: 2.368927478790283 (2.337410471854954) | > loss_disc_real_0: 0.10181861370801926 (0.10508476710374202) | > loss_disc_real_1: 0.18288946151733398 (0.19413635845578045) | > loss_disc_real_2: 0.24965713918209076 (0.21225265693773918) | > loss_disc_real_3: 0.19675132632255554 (0.22694078525271985) | > loss_disc_real_4: 0.2206851691007614 (0.23042103169708078) | > loss_disc_real_5: 0.22857646644115448 (0.22233679589875247) | > loss_0: 2.368927478790283 (2.337410471854954) | > grad_norm_0: tensor(7.6621, device='cuda:0') (tensor(9.5310, device='cuda:0')) | > loss_gen: 2.416701078414917 (2.497584725738665) | > loss_kl: 2.0789670944213867 (1.979885225995965) | > loss_feat: 7.022343158721924 (6.977716769647161) | > loss_mel: 17.100812911987305 (17.097757243235183) | > loss_duration: 1.9340333938598633 (1.9758416217401489) | > loss_1: 30.5528564453125 (30.528785565577515) | > grad_norm_1: tensor(46.3470, device='cuda:0') (tensor(109.7134, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3788 (0.3715140163351636) | > loader_time: 0.0042 (0.0036635967569613676)  --> TIME: 2024-06-12 10:13:47 -- STEP: 134/330 -- GLOBAL_STEP: 407575 | > loss_disc: 2.3266854286193848 (2.3450779914855966) | > loss_disc_real_0: 0.0989861786365509 (0.10633636443917431) | > loss_disc_real_1: 0.18754084408283234 (0.19548020712030467) | > loss_disc_real_2: 0.17324788868427277 (0.2121193513496598) | > loss_disc_real_3: 0.20397117733955383 (0.22833012467000022) | > loss_disc_real_4: 0.2233911007642746 (0.23069021116886565) | > loss_disc_real_5: 0.19733376801013947 (0.22168802247563404) | > loss_0: 2.3266854286193848 (2.3450779914855966) | > grad_norm_0: tensor(10.1023, device='cuda:0') (tensor(9.7495, device='cuda:0')) | > loss_gen: 2.448560953140259 (2.4920957284187195) | > loss_kl: 2.1847083568573 (1.9863043961240285) | > loss_feat: 7.256406784057617 (6.9697812279658535) | > loss_mel: 17.630334854125977 (17.1302218152516) | > loss_duration: 2.0230607986450195 (1.9814290884715409) | > loss_1: 31.543071746826172 (30.559832245556276) | > grad_norm_1: tensor(153.0916, device='cuda:0') (tensor(111.7265, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3719 (0.3728960645732595) | > loader_time: 0.004 (0.00373293748542444)  --> TIME: 2024-06-12 10:13:56 -- STEP: 159/330 -- GLOBAL_STEP: 407600 | > loss_disc: 2.399771213531494 (2.352384813176762) | > loss_disc_real_0: 0.12316250056028366 (0.10887799552589092) | > loss_disc_real_1: 0.18982958793640137 (0.19509904892564572) | > loss_disc_real_2: 0.2032121866941452 (0.21236683128389922) | > loss_disc_real_3: 0.24195773899555206 (0.22840870776266423) | > loss_disc_real_4: 0.19912593066692352 (0.23180304120921488) | > loss_disc_real_5: 0.23812925815582275 (0.22231751127437976) | > loss_0: 2.399771213531494 (2.352384813176762) | > grad_norm_0: tensor(15.7523, device='cuda:0') (tensor(9.7921, device='cuda:0')) | > loss_gen: 2.3881659507751465 (2.4860860131821547) | > loss_kl: 2.125915765762329 (1.997215155535524) | > loss_feat: 7.271398067474365 (6.942107878391098) | > loss_mel: 17.600759506225586 (17.113685361994143) | > loss_duration: 2.00783634185791 (1.985729823322416) | > loss_1: 31.39407730102539 (30.524824310398703) | > grad_norm_1: tensor(193.7244, device='cuda:0') (tensor(115.7232, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3795 (0.3743968969620999) | > loader_time: 0.0043 (0.003806956908987753)  --> TIME: 2024-06-12 10:14:06 -- STEP: 184/330 -- GLOBAL_STEP: 407625 | > loss_disc: 2.4276554584503174 (2.358732905076898) | > loss_disc_real_0: 0.1722298413515091 (0.11102582012181697) | > loss_disc_real_1: 0.23364883661270142 (0.19613962005014005) | > loss_disc_real_2: 0.19864265620708466 (0.21228911298448624) | > loss_disc_real_3: 0.23877206444740295 (0.2292263123166302) | > loss_disc_real_4: 0.23440197110176086 (0.2318721003830433) | > loss_disc_real_5: 0.24824991822242737 (0.22271151873080627) | > loss_0: 2.4276554584503174 (2.358732905076898) | > grad_norm_0: tensor(31.1169, device='cuda:0') (tensor(10.2837, device='cuda:0')) | > loss_gen: 2.334346055984497 (2.480692500653474) | > loss_kl: 2.000627040863037 (2.006593246174894) | > loss_feat: 6.322160243988037 (6.926767906417018) | > loss_mel: 16.503318786621094 (17.09477833561276) | > loss_duration: 2.0214147567749023 (1.993219484453616) | > loss_1: 29.181869506835938 (30.502051581507143) | > grad_norm_1: tensor(160.4162, device='cuda:0') (tensor(122.6528, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3949 (0.3766284740489464) | > loader_time: 0.0046 (0.003913488077080768)  --> TIME: 2024-06-12 10:14:17 -- STEP: 209/330 -- GLOBAL_STEP: 407650 | > loss_disc: 2.553455114364624 (2.358320197420258) | > loss_disc_real_0: 0.12879298627376556 (0.11232840002438668) | > loss_disc_real_1: 0.1701579988002777 (0.19606976596077094) | > loss_disc_real_2: 0.19917802512645721 (0.21221250317028265) | > loss_disc_real_3: 0.26372504234313965 (0.22892696249998357) | > loss_disc_real_4: 0.2957029342651367 (0.23144604301338562) | > loss_disc_real_5: 0.27824124693870544 (0.2217903651974418) | > loss_0: 2.553455114364624 (2.358320197420258) | > grad_norm_0: tensor(28.7870, device='cuda:0') (tensor(12.0716, device='cuda:0')) | > loss_gen: 2.4650683403015137 (2.4870373050561936) | > loss_kl: 2.0484304428100586 (2.017303811306015) | > loss_feat: 6.766881465911865 (6.939764910337457) | > loss_mel: 16.947311401367188 (17.070413676175207) | > loss_duration: 2.10723614692688 (2.0022895358966304) | > loss_1: 30.334928512573242 (30.516809344862068) | > grad_norm_1: tensor(154.9823, device='cuda:0') (tensor(149.3285, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.3887 (0.3790284389514103) | > loader_time: 0.0046 (0.004024688136634644)  --> TIME: 2024-06-12 10:14:27 -- STEP: 234/330 -- GLOBAL_STEP: 407675 | > loss_disc: 2.399460792541504 (2.3590765192977394) | > loss_disc_real_0: 0.08557973802089691 (0.11229141604187143) | > loss_disc_real_1: 0.22264401614665985 (0.19647202984644815) | > loss_disc_real_2: 0.19509252905845642 (0.21233209076090756) | > loss_disc_real_3: 0.23528435826301575 (0.2288246139501914) | > loss_disc_real_4: 0.2459578812122345 (0.23249570885275164) | > loss_disc_real_5: 0.25174060463905334 (0.22183910572630727) | > loss_0: 2.399460792541504 (2.3590765192977394) | > grad_norm_0: tensor(30.2609, device='cuda:0') (tensor(13.8172, device='cuda:0')) | > loss_gen: 2.6116230487823486 (2.494282934400771) | > loss_kl: 2.0532431602478027 (2.0244335231617954) | > loss_feat: 6.472162246704102 (6.955506893304678) | > loss_mel: 15.561518669128418 (17.012382344302974) | > loss_duration: 2.081153392791748 (2.0116170858725515) | > loss_1: 28.77970314025879 (30.498222921648598) | > grad_norm_1: tensor(542.0784, device='cuda:0') (tensor(173.7057, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.4237 (0.38221424359541684) | > loader_time: 0.0057 (0.004152338728945481)  --> TIME: 2024-06-12 10:14:38 -- STEP: 259/330 -- GLOBAL_STEP: 407700 | > loss_disc: 2.3780970573425293 (2.3598414120987123) | > loss_disc_real_0: 0.08645162731409073 (0.1138031390930695) | > loss_disc_real_1: 0.22467263042926788 (0.1965299217051981) | > loss_disc_real_2: 0.21617689728736877 (0.2121689254022473) | > loss_disc_real_3: 0.23033834993839264 (0.22904393836338088) | > loss_disc_real_4: 0.2137276530265808 (0.23196188685516594) | > loss_disc_real_5: 0.2377263456583023 (0.220869672977326) | > loss_0: 2.3780970573425293 (2.3598414120987123) | > grad_norm_0: tensor(17.4392, device='cuda:0') (tensor(15.4287, device='cuda:0')) | > loss_gen: 2.5215134620666504 (2.494025413594191) | > loss_kl: 2.074188232421875 (2.029028062654737) | > loss_feat: 6.624106407165527 (6.9664443211205676) | > loss_mel: 16.644262313842773 (16.97913116469807) | > loss_duration: 2.1235437393188477 (2.020084997862002) | > loss_1: 29.987613677978516 (30.4887140487612) | > grad_norm_1: tensor(436.2852, device='cuda:0') (tensor(198.9606, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.4245 (0.3868010145356757) | > loader_time: 0.0057 (0.00428538432912937)  --> TIME: 2024-06-12 10:14:50 -- STEP: 284/330 -- GLOBAL_STEP: 407725 | > loss_disc: 2.4153037071228027 (2.3599400327239244) | > loss_disc_real_0: 0.16506777703762054 (0.11477301416682525) | > loss_disc_real_1: 0.21590179204940796 (0.1966440245823961) | > loss_disc_real_2: 0.2451438307762146 (0.21228707324660998) | > loss_disc_real_3: 0.24198567867279053 (0.22883550560390445) | > loss_disc_real_4: 0.2252955436706543 (0.23183178030688997) | > loss_disc_real_5: 0.20537489652633667 (0.22074220681064566) | > loss_0: 2.4153037071228027 (2.3599400327239244) | > grad_norm_0: tensor(16.2329, device='cuda:0') (tensor(15.6875, device='cuda:0')) | > loss_gen: 2.5517005920410156 (2.490835777470764) | > loss_kl: 2.0210819244384766 (2.035017003056028) | > loss_feat: 6.463560581207275 (6.969285575436872) | > loss_mel: 16.566043853759766 (16.92302663561324) | > loss_duration: 2.1496143341064453 (2.029965672694461) | > loss_1: 29.75200080871582 (30.448130715061243) | > grad_norm_1: tensor(262.5365, device='cuda:0') (tensor(204.8071, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.4529 (0.3923128389976395) | > loader_time: 0.0062 (0.004429282436908131)  --> TIME: 2024-06-12 10:15:02 -- STEP: 309/330 -- GLOBAL_STEP: 407750 | > loss_disc: 2.337212085723877 (2.3663061035489568) | > loss_disc_real_0: 0.1192399114370346 (0.11625151893178236) | > loss_disc_real_1: 0.20708611607551575 (0.1973571412289413) | > loss_disc_real_2: 0.19424156844615936 (0.2124509186902864) | > loss_disc_real_3: 0.2124011218547821 (0.22973336848433348) | > loss_disc_real_4: 0.22515134513378143 (0.2322509542445149) | > loss_disc_real_5: 0.20264187455177307 (0.221172794120983) | > loss_0: 2.337212085723877 (2.3663061035489568) | > grad_norm_0: tensor(22.5331, device='cuda:0') (tensor(16.3758, device='cuda:0')) | > loss_gen: 2.4528613090515137 (2.484510656313604) | > loss_kl: 2.1676692962646484 (2.04153376374044) | > loss_feat: 6.932201862335205 (6.962987578802507) | > loss_mel: 16.408788681030273 (16.866869105490277) | > loss_duration: 2.2128348350524902 (2.0419418996977567) | > loss_1: 30.17435646057129 (30.397843080045337) | > grad_norm_1: tensor(623.9531, device='cuda:0') (tensor(218.7785, device='cuda:0')) | > current_lr_0: 0.0001772054516855847 | > current_lr_1: 0.0001772054516855847 | > step_time: 0.4992 (0.39936148078696243) | > loader_time: 0.0069 (0.00461254382210642)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.88633394241333 (2.88633394241333) | > loss_disc_real_0: 0.2598865330219269 (0.2598865330219269) | > loss_disc_real_1: 0.4093826413154602 (0.4093826413154602) | > loss_disc_real_2: 0.35975900292396545 (0.35975900292396545) | > loss_disc_real_3: 0.2981841266155243 (0.2981841266155243) | > loss_disc_real_4: 0.3592826724052429 (0.3592826724052429) | > loss_disc_real_5: 0.3763507604598999 (0.3763507604598999) | > loss_0: 2.88633394241333 (2.88633394241333) | > loss_gen: 2.9358644485473633 (2.9358644485473633) | > loss_kl: 1.690293550491333 (1.690293550491333) | > loss_feat: 5.171632289886475 (5.171632289886475) | > loss_mel: 15.031538009643555 (15.031538009643555) | > loss_duration: 2.975682020187378 (2.975682020187378) | > loss_1: 27.805007934570312 (27.805007934570312)  --> STEP: 1 | > loss_disc: 2.693735361099243 (2.693735361099243) | > loss_disc_real_0: 0.11253891885280609 (0.11253891885280609) | > loss_disc_real_1: 0.23384356498718262 (0.23384356498718262) | > loss_disc_real_2: 0.23574498295783997 (0.23574498295783997) | > loss_disc_real_3: 0.2799505293369293 (0.2799505293369293) | > loss_disc_real_4: 0.3543863296508789 (0.3543863296508789) | > loss_disc_real_5: 0.37739098072052 (0.37739098072052) | > loss_0: 2.693735361099243 (2.693735361099243) | > loss_gen: 2.3439202308654785 (2.3439202308654785) | > loss_kl: 3.3898870944976807 (3.3898870944976807) | > loss_feat: 4.238504409790039 (4.238504409790039) | > loss_mel: 15.818321228027344 (15.818321228027344) | > loss_duration: 2.45697021484375 (2.45697021484375) | > loss_1: 28.247602462768555 (28.247602462768555)  --> STEP: 2 | > loss_disc: 2.6389312744140625 (2.666333317756653) | > loss_disc_real_0: 0.16480547189712524 (0.13867219537496567) | > loss_disc_real_1: 0.3006831407546997 (0.26726335287094116) | > loss_disc_real_2: 0.262124240398407 (0.24893461167812347) | > loss_disc_real_3: 0.340669721364975 (0.31031012535095215) | > loss_disc_real_4: 0.360991507768631 (0.35768891870975494) | > loss_disc_real_5: 0.3392792344093323 (0.35833510756492615) | > loss_0: 2.6389312744140625 (2.666333317756653) | > loss_gen: 2.761418581008911 (2.552669405937195) | > loss_kl: 3.406332492828369 (3.398109793663025) | > loss_feat: 5.10255765914917 (4.6705310344696045) | > loss_mel: 19.623119354248047 (17.720720291137695) | > loss_duration: 2.571164131164551 (2.5140671730041504) | > loss_1: 33.46459197998047 (30.85609722137451)  --> STEP: 3 | > loss_disc: 2.156771659851074 (2.4964794317881265) | > loss_disc_real_0: 0.2273673564195633 (0.1682372490564982) | > loss_disc_real_1: 0.14450578391551971 (0.226344163219134) | > loss_disc_real_2: 0.24483928084373474 (0.2475695013999939) | > loss_disc_real_3: 0.26443392038345337 (0.2950180570284526) | > loss_disc_real_4: 0.2251671701669693 (0.3135150025288264) | > loss_disc_real_5: 0.17210008203983307 (0.29625676572322845) | > loss_0: 2.156771659851074 (2.4964794317881265) | > loss_gen: 3.1032960414886475 (2.736211617787679) | > loss_kl: 3.132741689682007 (3.3096537590026855) | > loss_feat: 8.502299308776855 (5.9477871259053545) | > loss_mel: 17.609180450439453 (17.68354034423828) | > loss_duration: 2.4601614475250244 (2.496098597844442) | > loss_1: 34.80767822265625 (32.17329088846842)  --> STEP: 4 | > loss_disc: 2.5548248291015625 (2.5110657811164856) | > loss_disc_real_0: 0.206678569316864 (0.17784757912158966) | > loss_disc_real_1: 0.3022272288799286 (0.24531492963433266) | > loss_disc_real_2: 0.25229766964912415 (0.24875154346227646) | > loss_disc_real_3: 0.28835850954055786 (0.2933531701564789) | > loss_disc_real_4: 0.23061825335025787 (0.29279081523418427) | > loss_disc_real_5: 0.19223932921886444 (0.27025240659713745) | > loss_0: 2.5548248291015625 (2.5110657811164856) | > loss_gen: 2.6997950077056885 (2.7271074652671814) | > loss_kl: 3.9127197265625 (3.460420250892639) | > loss_feat: 8.450410842895508 (6.573443055152893) | > loss_mel: 16.794967651367188 (17.461397171020508) | > loss_duration: 2.4414122104644775 (2.4824270009994507) | > loss_1: 34.2993049621582 (32.70479440689087)  --> STEP: 5 | > loss_disc: 2.3993406295776367 (2.488720750808716) | > loss_disc_real_0: 0.1250309944152832 (0.16728426218032838) | > loss_disc_real_1: 0.3213602304458618 (0.2605239897966385) | > loss_disc_real_2: 0.23270843923091888 (0.24554292261600494) | > loss_disc_real_3: 0.2507942020893097 (0.28484137654304503) | > loss_disc_real_4: 0.28069621324539185 (0.2903718948364258) | > loss_disc_real_5: 0.21552501618862152 (0.25930692851543424) | > loss_0: 2.3993406295776367 (2.488720750808716) | > loss_gen: 2.5791611671447754 (2.6975182056427003) | > loss_kl: 3.0271310806274414 (3.3737624168395994) | > loss_feat: 5.648858070373535 (6.388526058197021) | > loss_mel: 19.126798629760742 (17.794477462768555) | > loss_duration: 2.387180805206299 (2.46337776184082) | > loss_1: 32.76913070678711 (32.717661666870114)  --> STEP: 6 | > loss_disc: 2.44745135307312 (2.481842517852783) | > loss_disc_real_0: 0.08817065507173538 (0.15409866099556288) | > loss_disc_real_1: 0.29186615347862244 (0.26574768374363583) | > loss_disc_real_2: 0.3345577120780945 (0.26037872085968655) | > loss_disc_real_3: 0.2629695534706116 (0.28119607269763947) | > loss_disc_real_4: 0.24255268275737762 (0.28240202615658444) | > loss_disc_real_5: 0.16764795780181885 (0.24403043339649835) | > loss_0: 2.44745135307312 (2.481842517852783) | > loss_gen: 2.545966386795044 (2.672259569168091) | > loss_kl: 3.1165072917938232 (3.3308865626653037) | > loss_feat: 6.747495651245117 (6.448354323705037) | > loss_mel: 17.07444190979004 (17.674471537272137) | > loss_duration: 2.30659556388855 (2.437247395515442) | > loss_1: 31.79100799560547 (32.56321938832601)  --> STEP: 7 | > loss_disc: 2.3335158824920654 (2.460652998515538) | > loss_disc_real_0: 0.09318366646766663 (0.14539651892014913) | > loss_disc_real_1: 0.25714433193206787 (0.2645186334848404) | > loss_disc_real_2: 0.26139137148857117 (0.2605233852352415) | > loss_disc_real_3: 0.28749388456344604 (0.2820957601070404) | > loss_disc_real_4: 0.28680312633514404 (0.2830307547535215) | > loss_disc_real_5: 0.22776663303375244 (0.24170703334467752) | > loss_0: 2.3335158824920654 (2.460652998515538) | > loss_gen: 2.8118064403533936 (2.692194836480277) | > loss_kl: 4.042842388153076 (3.4325945377349854) | > loss_feat: 5.857208251953125 (6.363904884883335) | > loss_mel: 18.183734893798828 (17.747223445347377) | > loss_duration: 2.5472235679626465 (2.452958277293614) | > loss_1: 33.442813873291016 (32.68887574332101)  --> STEP: 8 | > loss_disc: 2.6030831336975098 (2.4784567654132843) | > loss_disc_real_0: 0.2222127467393875 (0.15499854739755392) | > loss_disc_real_1: 0.5199524760246277 (0.2964478638023138) | > loss_disc_real_2: 0.2849262058734894 (0.26357373781502247) | > loss_disc_real_3: 0.28718873858451843 (0.28273238241672516) | > loss_disc_real_4: 0.2680630385875702 (0.2811597902327776) | > loss_disc_real_5: 0.1970946490764618 (0.23613048531115055) | > loss_0: 2.6030831336975098 (2.4784567654132843) | > loss_gen: 3.316805839538574 (2.770271211862564) | > loss_kl: 3.203920602798462 (3.40401029586792) | > loss_feat: 9.66242790222168 (6.776220262050629) | > loss_mel: 18.628145217895508 (17.857338666915894) | > loss_duration: 2.3363311290740967 (2.4383798837661743) | > loss_1: 37.14762878417969 (33.246219873428345)  --> STEP: 9 | > loss_disc: 2.5913877487182617 (2.4910046524471707) | > loss_disc_real_0: 0.24103347957134247 (0.16455798430575264) | > loss_disc_real_1: 0.3174748122692108 (0.2987841914097468) | > loss_disc_real_2: 0.25787436962127686 (0.2629404746823841) | > loss_disc_real_3: 0.24460098147392273 (0.27849556008974713) | > loss_disc_real_4: 0.3217451274394989 (0.2856692721446355) | > loss_disc_real_5: 0.16887660324573517 (0.22865783174832663) | > loss_0: 2.5913877487182617 (2.4910046524471707) | > loss_gen: 2.7381725311279297 (2.766704691780938) | > loss_kl: 2.9563941955566406 (3.354275173611111) | > loss_feat: 8.907137870788574 (7.012988885243733) | > loss_mel: 19.573627471923828 (18.048037423027885) | > loss_duration: 2.191305160522461 (2.410927136739095) | > loss_1: 36.36663818359375 (33.59293301900228)  --> STEP: 10 | > loss_disc: 2.827122688293457 (2.5246164560317994) | > loss_disc_real_0: 0.33933112025260925 (0.18203529790043832) | > loss_disc_real_1: 0.23768267035484314 (0.29267403930425645) | > loss_disc_real_2: 0.3683599829673767 (0.2734824255108833) | > loss_disc_real_3: 0.32564377784729004 (0.2832103818655014) | > loss_disc_real_4: 0.3011325001716614 (0.2872155949473381) | > loss_disc_real_5: 0.3635593354701996 (0.24214798212051392) | > loss_0: 2.827122688293457 (2.5246164560317994) | > loss_gen: 2.9832777976989746 (2.788362002372742) | > loss_kl: 2.9515867233276367 (3.3140063285827637) | > loss_feat: 6.954988956451416 (7.007188892364502) | > loss_mel: 16.522693634033203 (17.895503044128418) | > loss_duration: 2.462557315826416 (2.416090154647827) | > loss_1: 31.875104904174805 (33.42115020751953)  --> STEP: 11 | > loss_disc: 2.4716920852661133 (2.519805149598555) | > loss_disc_real_0: 0.17069032788276672 (0.1810039369897409) | > loss_disc_real_1: 0.2736762762069702 (0.2909469699317759) | > loss_disc_real_2: 0.1644248515367508 (0.263568100604144) | > loss_disc_real_3: 0.28096601366996765 (0.2830063483931802) | > loss_disc_real_4: 0.33000293374061584 (0.2911053530194543) | > loss_disc_real_5: 0.28337061405181885 (0.24589549411426892) | > loss_0: 2.4716920852661133 (2.519805149598555) | > loss_gen: 2.5278754234313965 (2.764681404287165) | > loss_kl: 3.8310067653656006 (3.3610063682902944) | > loss_feat: 6.650732040405273 (6.974783724004572) | > loss_mel: 18.972938537597656 (17.993451725352894) | > loss_duration: 2.5382447242736816 (2.427195115522905) | > loss_1: 34.52079772949219 (33.5211181640625)  --> STEP: 12 | > loss_disc: 2.748934268951416 (2.53889924287796) | > loss_disc_real_0: 0.1642039269208908 (0.17960393615067005) | > loss_disc_real_1: 0.44061312079429626 (0.30341914917031926) | > loss_disc_real_2: 0.26867222785949707 (0.26399344454209006) | > loss_disc_real_3: 0.24283896386623383 (0.27965906634926796) | > loss_disc_real_4: 0.23818708956241608 (0.28669549773136777) | > loss_disc_real_5: 0.22954243421554565 (0.24453273912270865) | > loss_0: 2.748934268951416 (2.53889924287796) | > loss_gen: 2.726260185241699 (2.761479636033376) | > loss_kl: 2.3465464115142822 (3.27646803855896) | > loss_feat: 8.200879096984863 (7.076958338419597) | > loss_mel: 18.387744903564453 (18.026309490203857) | > loss_duration: 2.2933123111724854 (2.41603821516037) | > loss_1: 33.954742431640625 (33.55725351969401)  --> STEP: 13 | > loss_disc: 2.5929598808288574 (2.5430577534895678) | > loss_disc_real_0: 0.14271751046180725 (0.1767665187899883) | > loss_disc_real_1: 0.32713067531585693 (0.305243112719976) | > loss_disc_real_2: 0.15639449656009674 (0.255716602389629) | > loss_disc_real_3: 0.32833537459373474 (0.28340339775268847) | > loss_disc_real_4: 0.29117846488952637 (0.2870403413589184) | > loss_disc_real_5: 0.24828849732875824 (0.24482164360009706) | > loss_0: 2.5929598808288574 (2.5430577534895678) | > loss_gen: 2.421875 (2.7353562024923472) | > loss_kl: 3.4956510066986084 (3.2933282668773947) | > loss_feat: 6.322413444519043 (7.018916423504169) | > loss_mel: 16.474979400634766 (17.90697640639085) | > loss_duration: 2.306340217590332 (2.4075999076549826) | > loss_1: 31.021259307861328 (33.362177041860726)  --> STEP: 14 | > loss_disc: 2.786599636077881 (2.5604536022458757) | > loss_disc_real_0: 0.27879542112350464 (0.1840542975280966) | > loss_disc_real_1: 0.3139234185218811 (0.3058631345629692) | > loss_disc_real_2: 0.24712128937244415 (0.2551026514598301) | > loss_disc_real_3: 0.30430757999420166 (0.28489655362708227) | > loss_disc_real_4: 0.3808976411819458 (0.2937444342034204) | > loss_disc_real_5: 0.4038204550743103 (0.25617870156254086) | > loss_0: 2.786599636077881 (2.5604536022458757) | > loss_gen: 2.955164670944214 (2.751056807381766) | > loss_kl: 3.382040500640869 (3.299664855003357) | > loss_feat: 6.585026741027832 (6.987924303327288) | > loss_mel: 18.51000213623047 (17.950049672807967) | > loss_duration: 2.3719515800476074 (2.40505359854017) | > loss_1: 33.80418395996094 (33.39374896458217)  --> STEP: 15 | > loss_disc: 2.5836524963378906 (2.5620001951853433) | > loss_disc_real_0: 0.23335319757461548 (0.1873408908645312) | > loss_disc_real_1: 0.264324426651001 (0.30309388736883797) | > loss_disc_real_2: 0.19700287282466888 (0.25122933288415267) | > loss_disc_real_3: 0.2111123651266098 (0.27997760772705077) | > loss_disc_real_4: 0.27651697397232056 (0.2925959368546804) | > loss_disc_real_5: 0.2044207751750946 (0.25272817313671114) | > loss_0: 2.5836524963378906 (2.5620001951853433) | > loss_gen: 2.6764190196990967 (2.7460809548695884) | > loss_kl: 3.323051929473877 (3.3012239933013916) | > loss_feat: 8.686579704284668 (7.101167996724446) | > loss_mel: 18.254352569580078 (17.970336532592775) | > loss_duration: 2.4332480430603027 (2.4069332281748452) | > loss_1: 35.37364959716797 (33.52574234008789)  --> STEP: 16 | > loss_disc: 2.707347869873047 (2.571084424853325) | > loss_disc_real_0: 0.2986772060394287 (0.1942994105629623) | > loss_disc_real_1: 0.35492071509361267 (0.3063330641016364) | > loss_disc_real_2: 0.3083978593349457 (0.25480236578732723) | > loss_disc_real_3: 0.2955152094364166 (0.28094870783388615) | > loss_disc_real_4: 0.2922818064689636 (0.2925763037055731) | > loss_disc_real_5: 0.25574108958244324 (0.2529164804145694) | > loss_0: 2.707347869873047 (2.571084424853325) | > loss_gen: 3.0261387825012207 (2.7635845690965652) | > loss_kl: 2.868739366531372 (3.2741937041282654) | > loss_feat: 6.711209774017334 (7.076795607805252) | > loss_mel: 15.992558479309082 (17.846725404262543) | > loss_duration: 2.472372531890869 (2.411023184657097) | > loss_1: 31.07101821899414 (33.37232208251953)  --> STEP: 17 | > loss_disc: 2.8415465354919434 (2.5869939607732437) | > loss_disc_real_0: 0.19983360171318054 (0.19462495121885748) | > loss_disc_real_1: 0.41669750213623047 (0.31282508986837726) | > loss_disc_real_2: 0.3604643940925598 (0.2610177792170468) | > loss_disc_real_3: 0.31988996267318726 (0.2832393698832568) | > loss_disc_real_4: 0.3640640079975128 (0.2967814627815695) | > loss_disc_real_5: 0.32591599225997925 (0.2572105693466523) | > loss_0: 2.8415465354919434 (2.5869939607732437) | > loss_gen: 2.890709400177002 (2.771062500336591) | > loss_kl: 3.148794651031494 (3.26681728924022) | > loss_feat: 5.433574199676514 (6.98013552497415) | > loss_mel: 15.712051391601562 (17.72115634469425) | > loss_duration: 2.5024404525756836 (2.416400671005249) | > loss_1: 29.68756866455078 (33.15557188146255)  --> STEP: 18 | > loss_disc: 2.696793556213379 (2.5930939382976956) | > loss_disc_real_0: 0.23431254923343658 (0.196829817775223) | > loss_disc_real_1: 0.3396097421646118 (0.3143131261070569) | > loss_disc_real_2: 0.22872430086135864 (0.2592236970861752) | > loss_disc_real_3: 0.2847147285938263 (0.2833213342560662) | > loss_disc_real_4: 0.312945157289505 (0.29767944580978817) | > loss_disc_real_5: 0.30051282048225403 (0.25961624996529686) | > loss_0: 2.696793556213379 (2.5930939382976956) | > loss_gen: 2.675398826599121 (2.7657478517956204) | > loss_kl: 2.788672685623169 (3.240253700150384) | > loss_feat: 6.56569242477417 (6.957110908296373) | > loss_mel: 14.237995147705078 (17.52764738930596) | > loss_duration: 2.2437903881073 (2.4068112108442516) | > loss_1: 28.511550903320312 (32.8975707160102)  --> STEP: 19 | > loss_disc: 2.7657294273376465 (2.6021800166682194) | > loss_disc_real_0: 0.21676304936408997 (0.19787893522726863) | > loss_disc_real_1: 0.3945917785167694 (0.3185383183391471) | > loss_disc_real_2: 0.21708235144615173 (0.25700573152617395) | > loss_disc_real_3: 0.2519528269767761 (0.28167036018873515) | > loss_disc_real_4: 0.33723458647727966 (0.2997612953186035) | > loss_disc_real_5: 0.26531127095222473 (0.2599159879119773) | > loss_0: 2.7657294273376465 (2.6021800166682194) | > loss_gen: 2.6145992279052734 (2.7577926610645496) | > loss_kl: 2.4639573097229004 (3.1993959953910425) | > loss_feat: 8.482404708862305 (7.037389529378791) | > loss_mel: 16.925907135009766 (17.495976849606162) | > loss_duration: 2.414696216583252 (2.4072262111463045) | > loss_1: 32.90156555175781 (32.89778097052323)  --> STEP: 20 | > loss_disc: 2.4234580993652344 (2.59324392080307) | > loss_disc_real_0: 0.17583799362182617 (0.1967768881469965) | > loss_disc_real_1: 0.29319828748703003 (0.3172713167965412) | > loss_disc_real_2: 0.24680332839488983 (0.25649561136960974) | > loss_disc_real_3: 0.260913610458374 (0.2806325227022171) | > loss_disc_real_4: 0.27321657538414 (0.29843405932188033) | > loss_disc_real_5: 0.18441875278949738 (0.25614112615585327) | > loss_0: 2.4234580993652344 (2.59324392080307) | > loss_gen: 2.8476712703704834 (2.762286591529846) | > loss_kl: 2.2518343925476074 (3.1520179152488708) | > loss_feat: 5.748861789703369 (6.972963142395019) | > loss_mel: 19.04212760925293 (17.5732843875885) | > loss_duration: 2.3398547172546387 (2.403857636451721) | > loss_1: 32.230350494384766 (32.86440944671631)  --> STEP: 21 | > loss_disc: 2.4036295413970947 (2.584214664640881) | > loss_disc_real_0: 0.13753663003444672 (0.19395592347497032) | > loss_disc_real_1: 0.20619916915893555 (0.3119821669090362) | > loss_disc_real_2: 0.24100321531295776 (0.2557578782240549) | > loss_disc_real_3: 0.27574530243873596 (0.2803997979277656) | > loss_disc_real_4: 0.2502928674221039 (0.2961416216123672) | > loss_disc_real_5: 0.1948980838060379 (0.2532247908058621) | > loss_0: 2.4036295413970947 (2.584214664640881) | > loss_gen: 2.3500330448150635 (2.7426554702577137) | > loss_kl: 2.2564477920532227 (3.109371718906221) | > loss_feat: 5.184202194213867 (6.887784049624488) | > loss_mel: 15.554560661315918 (17.477154686337425) | > loss_duration: 2.225273370742798 (2.3953536237989153) | > loss_1: 27.57051658630371 (32.61231931050619)  --> STEP: 22 | > loss_disc: 2.4887099266052246 (2.5798735401847144) | > loss_disc_real_0: 0.13683708012104034 (0.19135961241342805) | > loss_disc_real_1: 0.30405980348587036 (0.3116220594807105) | > loss_disc_real_2: 0.23805375397205353 (0.2549531453035094) | > loss_disc_real_3: 0.33814212679862976 (0.2830244492400776) | > loss_disc_real_4: 0.3519318401813507 (0.29867754063823004) | > loss_disc_real_5: 0.24492748081684113 (0.2528476403518157) | > loss_0: 2.4887099266052246 (2.5798735401847144) | > loss_gen: 3.0471787452697754 (2.7564974373037163) | > loss_kl: 2.392249345779419 (3.076775247400457) | > loss_feat: 7.160186290740967 (6.900165969675237) | > loss_mel: 18.20192527770996 (17.510098804127086) | > loss_duration: 2.217052936553955 (2.3872490471059624) | > loss_1: 33.018592834472656 (32.6307862888683)  --> STEP: 23 | > loss_disc: 2.651472568511963 (2.5829865414163335) | > loss_disc_real_0: 0.15528804063796997 (0.18979128320579944) | > loss_disc_real_1: 0.32370471954345703 (0.3121473925269168) | > loss_disc_real_2: 0.256925493478775 (0.25503889957199916) | > loss_disc_real_3: 0.38517239689826965 (0.28746566435565113) | > loss_disc_real_4: 0.400130957365036 (0.30308855875678686) | > loss_disc_real_5: 0.35752812027931213 (0.2573989655660546) | > loss_0: 2.651472568511963 (2.5829865414163335) | > loss_gen: 2.994230031967163 (2.7668336370716924) | > loss_kl: 3.0585501194000244 (3.075982850530873) | > loss_feat: 7.761518478393555 (6.937616078749947) | > loss_mel: 17.78053092956543 (17.521856722624406) | > loss_duration: 2.3280725479125977 (2.384676155836686) | > loss_1: 33.92290115356445 (32.68696519602901)  --> STEP: 24 | > loss_disc: 2.6471827030181885 (2.5856613814830776) | > loss_disc_real_0: 0.2339048981666565 (0.19162935049583515) | > loss_disc_real_1: 0.33653536438941956 (0.3131635580211877) | > loss_disc_real_2: 0.3031315207481384 (0.25704275878767163) | > loss_disc_real_3: 0.2971573770046234 (0.28786948571602494) | > loss_disc_real_4: 0.3020808696746826 (0.3030465717116992) | > loss_disc_real_5: 0.2423989176750183 (0.2567739635705948) | > loss_0: 2.6471827030181885 (2.5856613814830776) | > loss_gen: 2.7687907218933105 (2.766915182272593) | > loss_kl: 2.594447612762451 (3.055918882290522) | > loss_feat: 6.084674835205078 (6.90207686026891) | > loss_mel: 16.55910873413086 (17.48174222310384) | > loss_duration: 2.4095237255096436 (2.385711471239726) | > loss_1: 30.416545867919922 (32.59236439069113)  --> STEP: 25 | > loss_disc: 2.5604681968688965 (2.5846536540985103) | > loss_disc_real_0: 0.1583714485168457 (0.19029903441667556) | > loss_disc_real_1: 0.3239883482456207 (0.31359654963016503) | > loss_disc_real_2: 0.20758120715618134 (0.25506429672241204) | > loss_disc_real_3: 0.2940239906311035 (0.2881156659126281) | > loss_disc_real_4: 0.36344262957572937 (0.3054624140262604) | > loss_disc_real_5: 0.3045256733894348 (0.2586840319633484) | > loss_0: 2.5604681968688965 (2.5846536540985103) | > loss_gen: 2.8124067783355713 (2.7687348461151124) | > loss_kl: 2.8307533264160156 (3.046912260055542) | > loss_feat: 6.91803503036499 (6.902715187072754) | > loss_mel: 16.245174407958984 (17.43227951049805) | > loss_duration: 2.412599802017212 (2.3867870044708255) | > loss_1: 31.218969345092773 (32.53742858886719)  --> STEP: 26 | > loss_disc: 2.6993253231048584 (2.5890641029064465) | > loss_disc_real_0: 0.1885872781276703 (0.1902331976363292) | > loss_disc_real_1: 0.5307803750038147 (0.3219497736829977) | > loss_disc_real_2: 0.19202983379364014 (0.2526398943020747) | > loss_disc_real_3: 0.29071706533432007 (0.2882157197365393) | > loss_disc_real_4: 0.30722424387931824 (0.3055301767129165) | > loss_disc_real_5: 0.11765938252210617 (0.2532600069848391) | > loss_0: 2.6993253231048584 (2.5890641029064465) | > loss_gen: 3.4141781330108643 (2.793559587918795) | > loss_kl: 2.2377841472625732 (3.015791948025043) | > loss_feat: 15.934886932373047 (7.250106408045842) | > loss_mel: 20.32283592224121 (17.543454757103554) | > loss_duration: 2.332406759262085 (2.3846954565781817) | > loss_1: 44.242088317871094 (32.98760780921349) --> EVAL PERFORMANCE | > avg_loader_time: 0.002457435314471905 (+1.3864957369290765e-05) | > avg_loss_disc: 2.5890641029064465 (+0.11939692497253329) | > avg_loss_disc_real_0: 0.1902331976363292 (+0.02482609966626534) | > avg_loss_disc_real_1: 0.3219497736829977 (+0.12683930219365994) | > avg_loss_disc_real_2: 0.2526398943020747 (+0.05666238040878219) | > avg_loss_disc_real_3: 0.2882157197365393 (+0.07628233272295723) | > avg_loss_disc_real_4: 0.3055301767129165 (+0.06384868404039973) | > avg_loss_disc_real_5: 0.2532600069848391 (+0.025870305127822457) | > avg_loss_0: 2.5890641029064465 (+0.11939692497253329) | > avg_loss_gen: 2.793559587918795 (+0.5713128172434296) | > avg_loss_kl: 3.015791948025043 (-0.07309476228860712) | > avg_loss_feat: 7.250106408045842 (+0.9047875312658453) | > avg_loss_mel: 17.543454757103554 (+1.369766895587631) | > avg_loss_duration: 2.3846954565781817 (+0.008770053203289496) | > avg_loss_1: 32.98760780921349 (+2.7815418243408203)  > EPOCH: 969/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:15:35)   --> TIME: 2024-06-12 10:15:38 -- STEP: 4/330 -- GLOBAL_STEP: 407775 | > loss_disc: 2.291498899459839 (2.3541234135627747) | > loss_disc_real_0: 0.11423653364181519 (0.09032902494072914) | > loss_disc_real_1: 0.1474163979291916 (0.21636155247688293) | > loss_disc_real_2: 0.1598253846168518 (0.18579570204019547) | > loss_disc_real_3: 0.19291989505290985 (0.22250863164663315) | > loss_disc_real_4: 0.22611328959465027 (0.24349914863705635) | > loss_disc_real_5: 0.22397762537002563 (0.23862497508525848) | > loss_0: 2.291498899459839 (2.3541234135627747) | > grad_norm_0: tensor(12.6041, device='cuda:0') (tensor(11.0863, device='cuda:0')) | > loss_gen: 2.5376594066619873 (2.462644040584564) | > loss_kl: 2.0403101444244385 (1.9606597125530243) | > loss_feat: 6.9347991943359375 (6.968957543373108) | > loss_mel: 17.864566802978516 (17.9718017578125) | > loss_duration: 2.1055665016174316 (2.1276862621307373) | > loss_1: 31.482900619506836 (31.491748809814453) | > grad_norm_1: tensor(127.5514, device='cuda:0') (tensor(94.3806, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3552 (0.3911302089691162) | > loader_time: 0.0032 (0.0032573342323303223)  --> TIME: 2024-06-12 10:15:47 -- STEP: 29/330 -- GLOBAL_STEP: 407800 | > loss_disc: 2.44758939743042 (2.3434734673335633) | > loss_disc_real_0: 0.13121548295021057 (0.10410668097179511) | > loss_disc_real_1: 0.19857698678970337 (0.19819996737200637) | > loss_disc_real_2: 0.2020995318889618 (0.20274721137408552) | > loss_disc_real_3: 0.24222461879253387 (0.2257153869702898) | > loss_disc_real_4: 0.24870161712169647 (0.2341564785817574) | > loss_disc_real_5: 0.21471990644931793 (0.22832152607112094) | > loss_0: 2.44758939743042 (2.3434734673335633) | > grad_norm_0: tensor(5.5583, device='cuda:0') (tensor(9.3565, device='cuda:0')) | > loss_gen: 2.4344863891601562 (2.475415698413191) | > loss_kl: 1.8800673484802246 (1.9506987292191078) | > loss_feat: 6.0448737144470215 (6.86860492311675) | > loss_mel: 17.115909576416016 (17.10538384010051) | > loss_duration: 1.9869483709335327 (1.9933119231256937) | > loss_1: 29.4622859954834 (30.393415187967236) | > grad_norm_1: tensor(72.0007, device='cuda:0') (tensor(76.6752, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3531 (0.36836999860303155) | > loader_time: 0.0041 (0.0035267533927128233)  --> TIME: 2024-06-12 10:15:56 -- STEP: 54/330 -- GLOBAL_STEP: 407825 | > loss_disc: 2.415884017944336 (2.3580642629552777) | > loss_disc_real_0: 0.09837844967842102 (0.10533650847220863) | > loss_disc_real_1: 0.21082229912281036 (0.19839664852177655) | > loss_disc_real_2: 0.22034090757369995 (0.20695674115860904) | > loss_disc_real_3: 0.2239941656589508 (0.22873362650473913) | > loss_disc_real_4: 0.1966165453195572 (0.23546221410786664) | > loss_disc_real_5: 0.17767930030822754 (0.22867454119302608) | > loss_0: 2.415884017944336 (2.3580642629552777) | > grad_norm_0: tensor(7.8301, device='cuda:0') (tensor(9.3927, device='cuda:0')) | > loss_gen: 2.384303092956543 (2.476435581843059) | > loss_kl: 2.062638282775879 (1.94058503486492) | > loss_feat: 7.099517822265625 (6.9510016441345215) | > loss_mel: 17.878005981445312 (17.144335110982254) | > loss_duration: 1.9501662254333496 (1.975294466371889) | > loss_1: 31.374631881713867 (30.487651860272443) | > grad_norm_1: tensor(170.0764, device='cuda:0') (tensor(74.4643, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3667 (0.3655923295904089) | > loader_time: 0.0037 (0.003511804121511954)  --> TIME: 2024-06-12 10:16:06 -- STEP: 79/330 -- GLOBAL_STEP: 407850 | > loss_disc: 2.352517604827881 (2.358822279338596) | > loss_disc_real_0: 0.13499975204467773 (0.1074118880625767) | > loss_disc_real_1: 0.15622907876968384 (0.19650552242617061) | > loss_disc_real_2: 0.22216659784317017 (0.2077824260237851) | > loss_disc_real_3: 0.23971141874790192 (0.22772861413563353) | > loss_disc_real_4: 0.24237780272960663 (0.23503993527044223) | > loss_disc_real_5: 0.2200462967157364 (0.22788869523549382) | > loss_0: 2.352517604827881 (2.358822279338596) | > grad_norm_0: tensor(11.4591, device='cuda:0') (tensor(9.9453, device='cuda:0')) | > loss_gen: 2.5723915100097656 (2.477417816089679) | > loss_kl: 1.8117294311523438 (1.96783301045623) | > loss_feat: 6.9753851890563965 (6.950208845017834) | > loss_mel: 17.79222869873047 (17.15432162224491) | > loss_duration: 1.9444794654846191 (1.970942962018749) | > loss_1: 31.096214294433594 (30.52072430864165) | > grad_norm_1: tensor(172.3801, device='cuda:0') (tensor(97.5092, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3767 (0.3659293229066873) | > loader_time: 0.004 (0.0036486372163024128)  --> TIME: 2024-06-12 10:16:15 -- STEP: 104/330 -- GLOBAL_STEP: 407875 | > loss_disc: 2.317059278488159 (2.3578923665560216) | > loss_disc_real_0: 0.1253349781036377 (0.10793869064834255) | > loss_disc_real_1: 0.21743355691432953 (0.1966285461989733) | > loss_disc_real_2: 0.17702583968639374 (0.20791325431603655) | > loss_disc_real_3: 0.20981718599796295 (0.22753733683090943) | > loss_disc_real_4: 0.2267950475215912 (0.2349073402583599) | > loss_disc_real_5: 0.2241143137216568 (0.22698046983434603) | > loss_0: 2.317059278488159 (2.3578923665560216) | > grad_norm_0: tensor(9.6347, device='cuda:0') (tensor(9.8399, device='cuda:0')) | > loss_gen: 2.5109567642211914 (2.4740162583497876) | > loss_kl: 2.222848892211914 (1.9824790702416346) | > loss_feat: 6.948307991027832 (6.952797018564667) | > loss_mel: 17.051279067993164 (17.133153301018933) | > loss_duration: 2.020352840423584 (1.9740360184357715) | > loss_1: 30.75374412536621 (30.516481711314274) | > grad_norm_1: tensor(163.7524, device='cuda:0') (tensor(102.8624, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.375 (0.36727408033150893) | > loader_time: 0.0049 (0.003750684169622568)  --> TIME: 2024-06-12 10:16:25 -- STEP: 129/330 -- GLOBAL_STEP: 407900 | > loss_disc: 2.3850595951080322 (2.3607354016267057) | > loss_disc_real_0: 0.10170218348503113 (0.10908106463246567) | > loss_disc_real_1: 0.1997908502817154 (0.19663107880326205) | > loss_disc_real_2: 0.1876954585313797 (0.20879043523193333) | > loss_disc_real_3: 0.2365642935037613 (0.22876793330954026) | > loss_disc_real_4: 0.23435018956661224 (0.2340514135453128) | > loss_disc_real_5: 0.24264994263648987 (0.22638428742571395) | > loss_0: 2.3850595951080322 (2.3607354016267057) | > grad_norm_0: tensor(14.4060, device='cuda:0') (tensor(9.7600, device='cuda:0')) | > loss_gen: 2.5229616165161133 (2.469083087388861) | > loss_kl: 1.9498006105422974 (1.9962694857471672) | > loss_feat: 6.776686191558838 (6.948905896770864) | > loss_mel: 17.37275505065918 (17.126770012138422) | > loss_duration: 1.9740241765975952 (1.977875606958256) | > loss_1: 30.596227645874023 (30.51890411672666) | > grad_norm_1: tensor(51.0479, device='cuda:0') (tensor(102.4621, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3837 (0.3691405547681705) | > loader_time: 0.0039 (0.0038694300392801448)  --> TIME: 2024-06-12 10:16:35 -- STEP: 154/330 -- GLOBAL_STEP: 407925 | > loss_disc: 2.4134833812713623 (2.360744138816736) | > loss_disc_real_0: 0.11695288866758347 (0.1101389110039968) | > loss_disc_real_1: 0.1867155283689499 (0.19583029851510927) | > loss_disc_real_2: 0.23704245686531067 (0.20919640062304296) | > loss_disc_real_3: 0.2351032942533493 (0.22862481741936175) | > loss_disc_real_4: 0.21803870797157288 (0.23415890829516695) | > loss_disc_real_5: 0.19960586726665497 (0.22602947104673882) | > loss_0: 2.4134833812713623 (2.360744138816736) | > grad_norm_0: tensor(19.0766, device='cuda:0') (tensor(9.9432, device='cuda:0')) | > loss_gen: 2.4771292209625244 (2.469704799837882) | > loss_kl: 2.193127155303955 (2.011750852132773) | > loss_feat: 6.610837936401367 (6.95206035886492) | > loss_mel: 16.59734535217285 (17.110989192863556) | > loss_duration: 2.0067479610443115 (1.9825517380392397) | > loss_1: 29.88518714904785 (30.527056978894517) | > grad_norm_1: tensor(53.1712, device='cuda:0') (tensor(103.1319, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3886 (0.3713032363297103) | > loader_time: 0.0042 (0.003949205596725661)  --> TIME: 2024-06-12 10:16:45 -- STEP: 179/330 -- GLOBAL_STEP: 407950 | > loss_disc: 2.393946886062622 (2.367885949225399) | > loss_disc_real_0: 0.1295272707939148 (0.1124627939607511) | > loss_disc_real_1: 0.18630966544151306 (0.19594228800448626) | > loss_disc_real_2: 0.16311496496200562 (0.20987224562208087) | > loss_disc_real_3: 0.22329267859458923 (0.22899094706807058) | > loss_disc_real_4: 0.23613952100276947 (0.23414092631646374) | > loss_disc_real_5: 0.2405221313238144 (0.22631375949476018) | > loss_0: 2.393946886062622 (2.367885949225399) | > grad_norm_0: tensor(10.8835, device='cuda:0') (tensor(10.1386, device='cuda:0')) | > loss_gen: 2.4035046100616455 (2.4618048255004044) | > loss_kl: 2.153249979019165 (2.022920503296667) | > loss_feat: 6.912590026855469 (6.918135312682423) | > loss_mel: 16.27852439880371 (17.090931391582814) | > loss_duration: 2.044635772705078 (1.9908827583217088) | > loss_1: 29.792505264282227 (30.48467480536946) | > grad_norm_1: tensor(131.7789, device='cuda:0') (tensor(105.8248, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.3887 (0.37365247683818115) | > loader_time: 0.0047 (0.004050788932672425)  --> TIME: 2024-06-12 10:16:55 -- STEP: 204/330 -- GLOBAL_STEP: 407975 | > loss_disc: 2.3636555671691895 (2.369212107331145) | > loss_disc_real_0: 0.10658641159534454 (0.11395478407468866) | > loss_disc_real_1: 0.18046537041664124 (0.19608069262376018) | > loss_disc_real_2: 0.20990267395973206 (0.21012607114572157) | > loss_disc_real_3: 0.21795105934143066 (0.22953522848147973) | > loss_disc_real_4: 0.23449397087097168 (0.23428553824915604) | > loss_disc_real_5: 0.23216354846954346 (0.2255663135472466) | > loss_0: 2.3636555671691895 (2.369212107331145) | > grad_norm_0: tensor(18.1688, device='cuda:0') (tensor(10.9214, device='cuda:0')) | > loss_gen: 2.5013198852539062 (2.463050287143857) | > loss_kl: 2.090059757232666 (2.0288908084233617) | > loss_feat: 7.355380058288574 (6.925032157523959) | > loss_mel: 16.74971580505371 (17.06146338874219) | > loss_duration: 2.0009703636169434 (1.9995704649710189) | > loss_1: 30.697446823120117 (30.478007092195398) | > grad_norm_1: tensor(229.3961, device='cuda:0') (tensor(122.9654, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.4063 (0.37618424962548647) | > loader_time: 0.0052 (0.004145587191862217)  --> TIME: 2024-06-12 10:17:05 -- STEP: 229/330 -- GLOBAL_STEP: 408000 | > loss_disc: 2.383714199066162 (2.3703620194347663) | > loss_disc_real_0: 0.0683891624212265 (0.11383462926641302) | > loss_disc_real_1: 0.1562182754278183 (0.19628647256105747) | > loss_disc_real_2: 0.19721469283103943 (0.21102706736612534) | > loss_disc_real_3: 0.22947530448436737 (0.2295864344163753) | > loss_disc_real_4: 0.22287346422672272 (0.23395675453296394) | > loss_disc_real_5: 0.21263913810253143 (0.225159001142177) | > loss_0: 2.383714199066162 (2.3703620194347663) | > grad_norm_0: tensor(24.8680, device='cuda:0') (tensor(12.3443, device='cuda:0')) | > loss_gen: 2.4484975337982178 (2.4666332813329572) | > loss_kl: 2.2397608757019043 (2.034596118343972) | > loss_feat: 7.727771759033203 (6.936133595012682) | > loss_mel: 17.7115478515625 (17.044575957752212) | > loss_duration: 2.117163896560669 (2.0088780181376698) | > loss_1: 32.24474334716797 (30.49081694923634) | > grad_norm_1: tensor(393.2854, device='cuda:0') (tensor(147.9550, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.4063 (0.37911693602149665) | > loader_time: 0.0052 (0.004258383830041345) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_408000.pth  --> TIME: 2024-06-12 10:17:21 -- STEP: 254/330 -- GLOBAL_STEP: 408025 | > loss_disc: 2.438457489013672 (2.3711076214557556) | > loss_disc_real_0: 0.06951744854450226 (0.11507770444053834) | > loss_disc_real_1: 0.17216062545776367 (0.19614166813337897) | > loss_disc_real_2: 0.24418285489082336 (0.21106875470773448) | > loss_disc_real_3: 0.22159084677696228 (0.2296563203292569) | > loss_disc_real_4: 0.2531158924102783 (0.23402802065366834) | > loss_disc_real_5: 0.2853933274745941 (0.22472255536186414) | > loss_0: 2.438457489013672 (2.3711076214557556) | > grad_norm_0: tensor(38.9160, device='cuda:0') (tensor(13.9944, device='cuda:0')) | > loss_gen: 2.534977436065674 (2.4750726513975247) | > loss_kl: 2.0992579460144043 (2.038971822562182) | > loss_feat: 7.930529594421387 (6.9571124099371) | > loss_mel: 16.690223693847656 (17.01372814178467) | > loss_duration: 2.066359758377075 (2.017128750564546) | > loss_1: 31.321348190307617 (30.502013784693922) | > grad_norm_1: tensor(465.5492, device='cuda:0') (tensor(171.2678, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.4329 (0.38468393566101555) | > loader_time: 0.0057 (0.0044341828879408945)  --> TIME: 2024-06-12 10:17:33 -- STEP: 279/330 -- GLOBAL_STEP: 408050 | > loss_disc: 2.2605080604553223 (2.3732696365711945) | > loss_disc_real_0: 0.11726810038089752 (0.11653638007553248) | > loss_disc_real_1: 0.22382232546806335 (0.19656071659698282) | > loss_disc_real_2: 0.20791226625442505 (0.21144042262894283) | > loss_disc_real_3: 0.21947377920150757 (0.22986559062448453) | > loss_disc_real_4: 0.207750603556633 (0.23365452517104404) | > loss_disc_real_5: 0.18250010907649994 (0.2237073402571422) | > loss_0: 2.2605080604553223 (2.3732696365711945) | > grad_norm_0: tensor(14.7737, device='cuda:0') (tensor(15.7619, device='cuda:0')) | > loss_gen: 2.6128756999969482 (2.4772534062785487) | > loss_kl: 2.016880750656128 (2.040016745580996) | > loss_feat: 7.528134822845459 (6.96048368775289) | > loss_mel: 16.113805770874023 (16.972489473213006) | > loss_duration: 2.1067380905151367 (2.026995407210457) | > loss_1: 30.378433227539062 (30.477238720035896) | > grad_norm_1: tensor(540.5556, device='cuda:0') (tensor(196.4731, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.4666 (0.38966220425021264) | > loader_time: 0.007 (0.004590310503505036)  --> TIME: 2024-06-12 10:17:45 -- STEP: 304/330 -- GLOBAL_STEP: 408075 | > loss_disc: 2.5134358406066895 (2.3746304864946177) | > loss_disc_real_0: 0.2077942192554474 (0.1182367546165264) | > loss_disc_real_1: 0.1833145022392273 (0.19685087058889247) | > loss_disc_real_2: 0.18315854668617249 (0.21164732485225335) | > loss_disc_real_3: 0.23120829463005066 (0.230118963671358) | > loss_disc_real_4: 0.2595721483230591 (0.23351389434384673) | > loss_disc_real_5: 0.18265821039676666 (0.22237883130774685) | > loss_0: 2.5134358406066895 (2.3746304864946177) | > grad_norm_0: tensor(31.5875, device='cuda:0') (tensor(17.6246, device='cuda:0')) | > loss_gen: 2.412280321121216 (2.4812497896583445) | > loss_kl: 2.1236560344696045 (2.043315344735197) | > loss_feat: 7.7284626960754395 (6.976540898021899) | > loss_mel: 16.941877365112305 (16.91529365589744) | > loss_duration: 2.17867374420166 (2.0383953236435595) | > loss_1: 31.38494873046875 (30.454795021759836) | > grad_norm_1: tensor(266.4931, device='cuda:0') (tensor(221.9083, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 0.4703 (0.3959771488842211) | > loader_time: 0.0076 (0.00477371168764014)  --> TIME: 2024-06-12 10:18:13 -- STEP: 329/330 -- GLOBAL_STEP: 408100 | > loss_disc: 2.3831045627593994 (2.379417691187294) | > loss_disc_real_0: 0.19279159605503082 (0.11952206011193502) | > loss_disc_real_1: 0.2049410492181778 (0.19835922824032048) | > loss_disc_real_2: 0.1452985256910324 (0.21162532120490155) | > loss_disc_real_3: 0.21313834190368652 (0.23011289876645097) | > loss_disc_real_4: 0.21537674963474274 (0.23348464918716338) | > loss_disc_real_5: 0.2470071166753769 (0.22272467042537444) | > loss_0: 2.3831045627593994 (2.379417691187294) | > grad_norm_0: tensor(11.3462, device='cuda:0') (tensor(18.4104, device='cuda:0')) | > loss_gen: 2.2540552616119385 (2.4798481870204836) | > loss_kl: 2.3131752014160156 (2.052077555728902) | > loss_feat: 10.11492919921875 (7.0526848564032) | > loss_mel: 17.05758285522461 (16.878374053352136) | > loss_duration: 2.2779195308685303 (2.053323497525827) | > loss_1: 34.017662048339844 (30.516308161263044) | > grad_norm_1: tensor(348.8893, device='cuda:0') (tensor(237.1289, device='cuda:0')) | > current_lr_0: 0.000177183301004124 | > current_lr_1: 0.000177183301004124 | > step_time: 14.3608 (0.4516173959865396) | > loader_time: 0.0345 (0.005224887360917762)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.233034610748291 (2.233034610748291) | > loss_disc_real_0: 0.08548784255981445 (0.08548784255981445) | > loss_disc_real_1: 0.14243268966674805 (0.14243268966674805) | > loss_disc_real_2: 0.1639666110277176 (0.1639666110277176) | > loss_disc_real_3: 0.2305823266506195 (0.2305823266506195) | > loss_disc_real_4: 0.24159158766269684 (0.24159158766269684) | > loss_disc_real_5: 0.24660566449165344 (0.24660566449165344) | > loss_0: 2.233034610748291 (2.233034610748291) | > loss_gen: 2.4382121562957764 (2.4382121562957764) | > loss_kl: 2.384441375732422 (2.384441375732422) | > loss_feat: 7.29269552230835 (7.29269552230835) | > loss_mel: 17.11530303955078 (17.11530303955078) | > loss_duration: 3.0329182147979736 (3.0329182147979736) | > loss_1: 32.26356887817383 (32.26356887817383)  --> STEP: 1 | > loss_disc: 2.074314832687378 (2.074314832687378) | > loss_disc_real_0: 0.07837671786546707 (0.07837671786546707) | > loss_disc_real_1: 0.12761247158050537 (0.12761247158050537) | > loss_disc_real_2: 0.16257107257843018 (0.16257107257843018) | > loss_disc_real_3: 0.2011093646287918 (0.2011093646287918) | > loss_disc_real_4: 0.16395775973796844 (0.16395775973796844) | > loss_disc_real_5: 0.18198813498020172 (0.18198813498020172) | > loss_0: 2.074314832687378 (2.074314832687378) | > loss_gen: 2.4016237258911133 (2.4016237258911133) | > loss_kl: 3.5146219730377197 (3.5146219730377197) | > loss_feat: 6.15582799911499 (6.15582799911499) | > loss_mel: 19.233022689819336 (19.233022689819336) | > loss_duration: 2.5157487392425537 (2.5157487392425537) | > loss_1: 33.82084274291992 (33.82084274291992)  --> STEP: 2 | > loss_disc: 2.448270320892334 (2.261292576789856) | > loss_disc_real_0: 0.14783379435539246 (0.11310525611042976) | > loss_disc_real_1: 0.13878780603408813 (0.13320013880729675) | > loss_disc_real_2: 0.23388482630252838 (0.19822794944047928) | > loss_disc_real_3: 0.27375075221061707 (0.23743005841970444) | > loss_disc_real_4: 0.28981003165245056 (0.2268838956952095) | > loss_disc_real_5: 0.30606284737586975 (0.24402549117803574) | > loss_0: 2.448270320892334 (2.261292576789856) | > loss_gen: 2.4061923027038574 (2.4039080142974854) | > loss_kl: 2.6479647159576416 (3.0812933444976807) | > loss_feat: 5.443958759307861 (5.799893379211426) | > loss_mel: 18.178056716918945 (18.70553970336914) | > loss_duration: 2.544515371322632 (2.5301320552825928) | > loss_1: 31.22068977355957 (32.520766258239746)  --> STEP: 3 | > loss_disc: 2.4210047721862793 (2.3145299752553306) | > loss_disc_real_0: 0.16343465447425842 (0.129881722231706) | > loss_disc_real_1: 0.11035861819982529 (0.12558629860480627) | > loss_disc_real_2: 0.1791456639766693 (0.1918671876192093) | > loss_disc_real_3: 0.3092057406902313 (0.2613552858432134) | > loss_disc_real_4: 0.2837139666080475 (0.2458272526661555) | > loss_disc_real_5: 0.24791505932807922 (0.2453220138947169) | > loss_0: 2.4210047721862793 (2.3145299752553306) | > loss_gen: 2.5130791664123535 (2.440298398335775) | > loss_kl: 3.7137086391448975 (3.2920984427134194) | > loss_feat: 6.881202220916748 (6.160329659779866) | > loss_mel: 16.851911544799805 (18.087663650512695) | > loss_duration: 2.3330154418945312 (2.4644265174865723) | > loss_1: 32.29291534423828 (32.44481595357259)  --> STEP: 4 | > loss_disc: 2.3545665740966797 (2.3245391249656677) | > loss_disc_real_0: 0.16523200273513794 (0.13871929235756397) | > loss_disc_real_1: 0.16762042045593262 (0.13609482906758785) | > loss_disc_real_2: 0.20321203768253326 (0.19470340013504028) | > loss_disc_real_3: 0.25431543588638306 (0.2595953233540058) | > loss_disc_real_4: 0.27601441740989685 (0.25337404385209084) | > loss_disc_real_5: 0.2891707122325897 (0.2562841884791851) | > loss_0: 2.3545665740966797 (2.3245391249656677) | > loss_gen: 2.502941608428955 (2.45595920085907) | > loss_kl: 4.986727714538574 (3.7157557606697083) | > loss_feat: 6.358127593994141 (6.209779143333435) | > loss_mel: 17.34717559814453 (17.902541637420654) | > loss_duration: 2.4504566192626953 (2.460934042930603) | > loss_1: 33.64543151855469 (32.744969844818115)  --> STEP: 5 | > loss_disc: 2.5287599563598633 (2.3653832912445067) | > loss_disc_real_0: 0.2522922158241272 (0.1614338770508766) | > loss_disc_real_1: 0.15959155559539795 (0.14079417437314987) | > loss_disc_real_2: 0.2751561105251312 (0.21079394221305847) | > loss_disc_real_3: 0.1940733790397644 (0.24649093449115753) | > loss_disc_real_4: 0.2461135983467102 (0.2519219547510147) | > loss_disc_real_5: 0.20282557606697083 (0.24559246599674225) | > loss_0: 2.5287599563598633 (2.3653832912445067) | > loss_gen: 2.203819751739502 (2.405531311035156) | > loss_kl: 2.7565665245056152 (3.5239179134368896) | > loss_feat: 4.85933780670166 (5.93969087600708) | > loss_mel: 18.368871688842773 (17.995807647705078) | > loss_duration: 2.356712818145752 (2.440089797973633) | > loss_1: 30.545307159423828 (32.305037307739255)  --> STEP: 6 | > loss_disc: 2.4742660522460938 (2.3835304180781045) | > loss_disc_real_0: 0.1578843891620636 (0.16084229573607445) | > loss_disc_real_1: 0.1374995857477188 (0.14024507626891136) | > loss_disc_real_2: 0.28357046842575073 (0.22292336324850717) | > loss_disc_real_3: 0.25306978821754456 (0.24758741011222204) | > loss_disc_real_4: 0.2022995501756668 (0.24365155398845673) | > loss_disc_real_5: 0.27942734956741333 (0.2512316132585208) | > loss_0: 2.4742660522460938 (2.3835304180781045) | > loss_gen: 2.294224500656128 (2.386980175971985) | > loss_kl: 3.048238515853882 (3.4446380138397217) | > loss_feat: 7.322438716888428 (6.170148849487305) | > loss_mel: 17.890933990478516 (17.978328704833984) | > loss_duration: 2.2715256214141846 (2.411995768547058) | > loss_1: 32.827362060546875 (32.39209143320719)  --> STEP: 7 | > loss_disc: 2.3802709579467773 (2.3830647809164867) | > loss_disc_real_0: 0.16852140426635742 (0.1619393112404006) | > loss_disc_real_1: 0.18423853814601898 (0.1465298565370696) | > loss_disc_real_2: 0.16910307109355927 (0.21523475008351461) | > loss_disc_real_3: 0.28019991517066956 (0.252246339406286) | > loss_disc_real_4: 0.21425768733024597 (0.2394524301801409) | > loss_disc_real_5: 0.20373505353927612 (0.2444463904414858) | > loss_0: 2.3802709579467773 (2.3830647809164867) | > loss_gen: 2.2082362174987793 (2.361445324761527) | > loss_kl: 4.97704553604126 (3.663553374154227) | > loss_feat: 6.869614124298096 (6.2700724601745605) | > loss_mel: 16.557600021362305 (17.77536746433803) | > loss_duration: 2.632956027984619 (2.443561519895281) | > loss_1: 33.245452880859375 (32.51400021144322)  --> STEP: 8 | > loss_disc: 2.554090976715088 (2.4044430553913116) | > loss_disc_real_0: 0.1066930964589119 (0.1550335343927145) | > loss_disc_real_1: 0.21317623555660248 (0.1548606539145112) | > loss_disc_real_2: 0.21574386954307556 (0.21529839001595974) | > loss_disc_real_3: 0.21087516844272614 (0.24707494303584102) | > loss_disc_real_4: 0.20764611661434174 (0.235476640984416) | > loss_disc_real_5: 0.22042685747146606 (0.24144394882023335) | > loss_0: 2.554090976715088 (2.4044430553913116) | > loss_gen: 2.1339287757873535 (2.3330057561397552) | > loss_kl: 3.1435210704803467 (3.598549336194992) | > loss_feat: 8.991697311401367 (6.610275566577911) | > loss_mel: 19.87434196472168 (18.037739276885986) | > loss_duration: 2.313167095184326 (2.4272622168064117) | > loss_1: 36.45665740966797 (33.00683236122131)  --> STEP: 9 | > loss_disc: 2.730482578277588 (2.4406696690453424) | > loss_disc_real_0: 0.21523630619049072 (0.16172273125913408) | > loss_disc_real_1: 0.17756836116313934 (0.1573837324976921) | > loss_disc_real_2: 0.18949058651924133 (0.21243085629410213) | > loss_disc_real_3: 0.2343314290046692 (0.24565899703237745) | > loss_disc_real_4: 0.24785996973514557 (0.23685256640116373) | > loss_disc_real_5: 0.1891508251428604 (0.2356336017449697) | > loss_0: 2.730482578277588 (2.4406696690453424) | > loss_gen: 2.1074531078338623 (2.3079443507724338) | > loss_kl: 3.0595319271087646 (3.538658512963189) | > loss_feat: 9.24124813079834 (6.902605851491292) | > loss_mel: 18.306276321411133 (18.067576726277668) | > loss_duration: 2.225956678390503 (2.4048949347601996) | > loss_1: 34.94046401977539 (33.221680323282875)  --> STEP: 10 | > loss_disc: 2.5170512199401855 (2.448307824134827) | > loss_disc_real_0: 0.20928074419498444 (0.1664785325527191) | > loss_disc_real_1: 0.15132620930671692 (0.1567779801785946) | > loss_disc_real_2: 0.22520646452903748 (0.21370841711759567) | > loss_disc_real_3: 0.23375432193279266 (0.244468529522419) | > loss_disc_real_4: 0.1977042555809021 (0.23293773531913758) | > loss_disc_real_5: 0.13780616223812103 (0.22585085779428482) | > loss_0: 2.5170512199401855 (2.448307824134827) | > loss_gen: 2.0759456157684326 (2.284744477272034) | > loss_kl: 2.804222345352173 (3.4652148962020872) | > loss_feat: 6.440951824188232 (6.856440448760987) | > loss_mel: 17.772258758544922 (18.038044929504395) | > loss_duration: 2.4983901977539062 (2.41424446105957) | > loss_1: 31.591768264770508 (33.05868911743164)  --> STEP: 11 | > loss_disc: 2.6345407962799072 (2.465238094329834) | > loss_disc_real_0: 0.21470457315444946 (0.17086271806196732) | > loss_disc_real_1: 0.1707674115896225 (0.15804974667050622) | > loss_disc_real_2: 0.2895970940589905 (0.22060738774863156) | > loss_disc_real_3: 0.27249273657798767 (0.24701618470928885) | > loss_disc_real_4: 0.24726417660713196 (0.2342401390725916) | > loss_disc_real_5: 0.2365301549434662 (0.22682170298966495) | > loss_0: 2.6345407962799072 (2.465238094329834) | > loss_gen: 2.1235511302948 (2.2700905366377397) | > loss_kl: 4.243783473968506 (3.5359938578172163) | > loss_feat: 4.731359004974365 (6.663251226598566) | > loss_mel: 16.839174270629883 (17.92905668778853) | > loss_duration: 2.538620710372925 (2.4255513928153296) | > loss_1: 30.476486206054688 (32.823943398215555)  --> STEP: 12 | > loss_disc: 2.369178056716919 (2.4572330911954245) | > loss_disc_real_0: 0.16226808726787567 (0.17014649882912636) | > loss_disc_real_1: 0.2001926600933075 (0.16156165612240633) | > loss_disc_real_2: 0.2693422734737396 (0.2246686282257239) | > loss_disc_real_3: 0.27068594098091125 (0.24898866439859071) | > loss_disc_real_4: 0.17225687205791473 (0.22907486682136854) | > loss_disc_real_5: 0.14819422364234924 (0.2202694130440553) | > loss_0: 2.369178056716919 (2.4572330911954245) | > loss_gen: 2.2860639095306396 (2.271421651045481) | > loss_kl: 2.9865589141845703 (3.490207612514496) | > loss_feat: 4.661709785461426 (6.496456106503804) | > loss_mel: 14.108250617980957 (17.610656181971233) | > loss_duration: 2.308901786804199 (2.415830592314402) | > loss_1: 26.351486206054688 (32.284571965535484)  --> STEP: 13 | > loss_disc: 2.6277451515197754 (2.4703494035280666) | > loss_disc_real_0: 0.2620667815208435 (0.1772172898054123) | > loss_disc_real_1: 0.21950800716876984 (0.16601906774135736) | > loss_disc_real_2: 0.2594335079193115 (0.22734284974061525) | > loss_disc_real_3: 0.249722421169281 (0.24904510722710535) | > loss_disc_real_4: 0.2466706484556198 (0.2304283884855417) | > loss_disc_real_5: 0.25766804814338684 (0.22314623112861925) | > loss_0: 2.6277451515197754 (2.4703494035280666) | > loss_gen: 2.256714344024658 (2.2702903197361874) | > loss_kl: 4.153357982635498 (3.541219179446881) | > loss_feat: 4.349785327911377 (6.331327585073618) | > loss_mel: 13.126187324523926 (17.26569703909067) | > loss_duration: 2.3606789112091064 (2.4115881553063025) | > loss_1: 26.246723175048828 (31.82012205857497)  --> STEP: 14 | > loss_disc: 2.4539875984191895 (2.469180703163147) | > loss_disc_real_0: 0.13581299781799316 (0.1742598403777395) | > loss_disc_real_1: 0.11129383742809296 (0.16211012271898134) | > loss_disc_real_2: 0.21729806065559387 (0.22662536480597087) | > loss_disc_real_3: 0.271596223115921 (0.25065590121916365) | > loss_disc_real_4: 0.23275089263916016 (0.2305942816393716) | > loss_disc_real_5: 0.19637040793895721 (0.2212336723293577) | > loss_0: 2.4539875984191895 (2.469180703163147) | > loss_gen: 2.1192269325256348 (2.2595000777925764) | > loss_kl: 4.1253981590271 (3.582946249416896) | > loss_feat: 7.531762599945068 (6.417072943278721) | > loss_mel: 18.86570167541504 (17.379983084542413) | > loss_duration: 2.4876792430877686 (2.417023233004979) | > loss_1: 35.12976837158203 (32.0565253666469)  --> STEP: 15 | > loss_disc: 2.5560145378112793 (2.4749696254730225) | > loss_disc_real_0: 0.2547740042209625 (0.17962745130062102) | > loss_disc_real_1: 0.16868677735328674 (0.16254856636126835) | > loss_disc_real_2: 0.20309415459632874 (0.2250566174586614) | > loss_disc_real_3: 0.228287473320961 (0.2491646726926168) | > loss_disc_real_4: 0.17972086369991302 (0.2272027204434077) | > loss_disc_real_5: 0.2644125819206238 (0.22411226630210876) | > loss_0: 2.5560145378112793 (2.4749696254730225) | > loss_gen: 2.3308699131011963 (2.264258066813151) | > loss_kl: 3.3028762340545654 (3.5642749150594075) | > loss_feat: 9.993284225463867 (6.655487028757731) | > loss_mel: 18.33279037475586 (17.44350357055664) | > loss_duration: 2.399440050125122 (2.415851020812988) | > loss_1: 36.3592643737793 (32.34337463378906)  --> STEP: 16 | > loss_disc: 2.6494903564453125 (2.4858771711587906) | > loss_disc_real_0: 0.3000452220439911 (0.18715356197208166) | > loss_disc_real_1: 0.1745956391096115 (0.1633015084080398) | > loss_disc_real_2: 0.23830518126487732 (0.2258846526965499) | > loss_disc_real_3: 0.3021291196346283 (0.2524749506264925) | > loss_disc_real_4: 0.25341328978538513 (0.22884088102728128) | > loss_disc_real_5: 0.2673057019710541 (0.22681185603141785) | > loss_0: 2.6494903564453125 (2.4858771711587906) | > loss_gen: 2.280888319015503 (2.265297457575798) | > loss_kl: 3.2894155979156494 (3.5470962077379227) | > loss_feat: 6.156747341156006 (6.624315798282623) | > 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loss_disc_real_5: 0.31107890605926514 (0.2325692057609558) | > loss_0: 2.634005069732666 (2.4931357741355895) | > loss_gen: 2.315267324447632 (2.2654232621192927) | > loss_kl: 2.3575775623321533 (3.4026633501052856) | > loss_feat: 6.069093704223633 (6.553609943389892) | > loss_mel: 17.692575454711914 (17.174970149993896) | > loss_duration: 2.3000307083129883 (2.4090540409088135) | > loss_1: 30.734546661376953 (31.80572090148926)  --> STEP: 21 | > loss_disc: 2.318258762359619 (2.484808297384353) | > loss_disc_real_0: 0.12564297020435333 (0.1826831279765992) | > loss_disc_real_1: 0.15612097084522247 (0.16087125844898678) | > loss_disc_real_2: 0.18020722270011902 (0.22386746605237326) | > loss_disc_real_3: 0.20035749673843384 (0.25134306649367016) | > loss_disc_real_4: 0.19579267501831055 (0.22951351319040572) | > loss_disc_real_5: 0.23975417017936707 (0.2329113469237373) | > loss_0: 2.318258762359619 (2.484808297384353) | > loss_gen: 2.335209846496582 (2.2687464328039253) | > loss_kl: 3.7406301498413086 (3.4187570072355724) | > loss_feat: 6.587364673614502 (6.555217311495826) | > loss_mel: 15.182947158813477 (17.08011191231864) | > loss_duration: 2.169717311859131 (2.3976570538112094) | > loss_1: 30.015871047973633 (31.720489956083753)  --> STEP: 22 | > loss_disc: 2.385326385498047 (2.480286392298612) | > loss_disc_real_0: 0.13870581984519958 (0.18068415942517194) | > loss_disc_real_1: 0.13471923768520355 (0.1596825302324512) | > loss_disc_real_2: 0.18988314270973206 (0.2223227240822532) | > loss_disc_real_3: 0.22590026259422302 (0.25018657540733164) | > loss_disc_real_4: 0.17507970333099365 (0.227039249105887) | > loss_disc_real_5: 0.18084213137626648 (0.23054456439885226) | > loss_0: 2.385326385498047 (2.480286392298612) | > loss_gen: 2.1110496520996094 (2.2615783973173653) | > loss_kl: 2.3711962699890137 (3.3711406100880015) | > loss_feat: 7.183595180511475 (6.583779941905629) | > loss_mel: 18.128917694091797 (17.127784902399238) | > loss_duration: 2.212290048599243 (2.3892312808470293) | > loss_1: 32.007049560546875 (31.733515392650258)  --> STEP: 23 | > loss_disc: 2.393627166748047 (2.4765185998833696) | > loss_disc_real_0: 0.2054937779903412 (0.18176283849322278) | > loss_disc_real_1: 0.18031524121761322 (0.1605796046231104) | > loss_disc_real_2: 0.17439690232276917 (0.22023899270140607) | > loss_disc_real_3: 0.3092690110206604 (0.25275537695573724) | > loss_disc_real_4: 0.24950183928012848 (0.2280158834612888) | > loss_disc_real_5: 0.22247566282749176 (0.2301937425914018) | > loss_0: 2.393627166748047 (2.4765185998833696) | > loss_gen: 2.479940891265869 (2.2710724187933873) | > loss_kl: 3.238368511199951 (3.365367910136347) | > loss_feat: 5.518087387084961 (6.537445483000382) | > loss_mel: 15.667462348937988 (17.06429261746614) | > loss_duration: 2.329261064529419 (2.386623880137568) | > loss_1: 29.233121871948242 (31.624802630880605)  --> STEP: 24 | > loss_disc: 2.4396891593933105 (2.474984039862951) | > loss_disc_real_0: 0.12363779544830322 (0.17934096169968447) | > loss_disc_real_1: 0.16805075109004974 (0.16089090239256623) | > loss_disc_real_2: 0.2306189388036728 (0.22067149045566717) | > loss_disc_real_3: 0.2817431092262268 (0.2539631991336743) | > loss_disc_real_4: 0.20622798800468445 (0.22710805448393026) | > loss_disc_real_5: 0.2459801733493805 (0.23085151053965092) | > loss_0: 2.4396891593933105 (2.474984039862951) | > loss_gen: 2.3442769050598145 (2.274122605721155) | > loss_kl: 2.7630884647369385 (3.340272933244705) | > loss_feat: 5.639760971069336 (6.500041961669922) | > loss_mel: 17.892742156982422 (17.09881134827932) | > loss_duration: 2.4644627571105957 (2.3898671666781106) | > loss_1: 31.10433006286621 (31.603116273880005)  --> STEP: 25 | > loss_disc: 2.6098694801330566 (2.480379457473755) | > loss_disc_real_0: 0.2154523730278015 (0.18078541815280913) | > loss_disc_real_1: 0.1511472910642624 (0.1605011579394341) | > loss_disc_real_2: 0.23758555948734283 (0.2213480532169342) | > loss_disc_real_3: 0.31946447491645813 (0.2565832501649857) | > loss_disc_real_4: 0.21516935527324677 (0.22663050651550293) | > loss_disc_real_5: 0.25068655610084534 (0.2316449123620987) | > loss_0: 2.6098694801330566 (2.480379457473755) | > loss_gen: 2.2894468307495117 (2.2747355747222895) | > loss_kl: 2.574709892272949 (3.309650411605835) | > loss_feat: 4.7941718101501465 (6.431807155609131) | > loss_mel: 14.788951873779297 (17.00641696929932) | > loss_duration: 2.3839521408081055 (2.3896305656433103) | > loss_1: 26.831233978271484 (31.412240982055664)  --> STEP: 26 | > loss_disc: 3.627840280532837 (2.5245125660529504) | > loss_disc_real_0: 0.14532971382141113 (0.17942173721698615) | > loss_disc_real_1: 0.09019855409860611 (0.15779721163786378) | > loss_disc_real_2: 0.24332430958747864 (0.22219329384657052) | > loss_disc_real_3: 0.17757569253444672 (0.2535444979484265) | > loss_disc_real_4: 0.18775220215320587 (0.22513518711695304) | > loss_disc_real_5: 0.16882094740867615 (0.22922860601773629) | > loss_0: 3.627840280532837 (2.5245125660529504) | > loss_gen: 1.2297660112380981 (2.234544437665205) | > loss_kl: 2.4268665313720703 (3.275697185442998) | > loss_feat: 13.800183296203613 (6.715206237939688) | > loss_mel: 20.964574813842773 (17.158653809474067) | > loss_duration: 2.296046733856201 (2.386031187497652) | > loss_1: 40.71744155883789 (31.770133311931904) --> EVAL PERFORMANCE | > avg_loader_time: 0.002593113825871394 (+0.00013567851139948892) | > avg_loss_disc: 2.5245125660529504 (-0.06455153685349613) | > avg_loss_disc_real_0: 0.17942173721698615 (-0.010811460419343055) | > avg_loss_disc_real_1: 0.15779721163786378 (-0.16415256204513393) | > avg_loss_disc_real_2: 0.22219329384657052 (-0.030446600455504153) | > avg_loss_disc_real_3: 0.2535444979484265 (-0.03467122178811283) | > avg_loss_disc_real_4: 0.22513518711695304 (-0.08039498959596345) | > avg_loss_disc_real_5: 0.22922860601773629 (-0.024031400967102795) | > avg_loss_0: 2.5245125660529504 (-0.06455153685349613) | > avg_loss_gen: 2.234544437665205 (-0.55901515025359) | > avg_loss_kl: 3.275697185442998 (+0.2599052374179549) | > avg_loss_feat: 6.715206237939688 (-0.5349001701061544) | > avg_loss_mel: 17.158653809474067 (-0.38480094762948625) | > avg_loss_duration: 2.386031187497652 (+0.0013357309194703681) | > avg_loss_1: 31.770133311931904 (-1.2174744972815894)  > EPOCH: 970/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:18:19)   --> TIME: 2024-06-12 10:18:29 -- STEP: 24/330 -- GLOBAL_STEP: 408125 | > loss_disc: 2.3787286281585693 (2.3090579311052957) | > loss_disc_real_0: 0.07009381055831909 (0.09786948608234525) | > loss_disc_real_1: 0.1760534793138504 (0.19367848585049308) | > loss_disc_real_2: 0.22718684375286102 (0.20909164287149906) | > loss_disc_real_3: 0.2627834379673004 (0.22767437746127447) | > loss_disc_real_4: 0.28282585740089417 (0.23257225068906942) | > loss_disc_real_5: 0.2805275022983551 (0.22847494234641394) | > loss_0: 2.3787286281585693 (2.3090579311052957) | > grad_norm_0: tensor(9.9805, device='cuda:0') (tensor(8.5719, device='cuda:0')) | > loss_gen: 2.446943998336792 (2.533027470111847) | > loss_kl: 2.1095759868621826 (1.9338206599156063) | > loss_feat: 6.787265777587891 (7.051746308803558) | > loss_mel: 17.05889129638672 (17.23891826470693) | > loss_duration: 1.9038667678833008 (2.016826863090197) | > loss_1: 30.30654525756836 (30.774339596430462) | > grad_norm_1: tensor(65.1307, device='cuda:0') (tensor(92.7554, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.3516 (0.3670319716135661) | > loader_time: 0.0032 (0.003236879905064901)  --> TIME: 2024-06-12 10:18:38 -- STEP: 49/330 -- GLOBAL_STEP: 408150 | > loss_disc: 2.349093437194824 (2.3273400238582065) | > loss_disc_real_0: 0.11429832875728607 (0.10221550165086375) | > loss_disc_real_1: 0.20560774207115173 (0.19388119754742603) | > loss_disc_real_2: 0.22654777765274048 (0.20860785154663786) | > loss_disc_real_3: 0.19889457523822784 (0.2280868206705366) | > loss_disc_real_4: 0.2515800893306732 (0.22870488768937636) | > loss_disc_real_5: 0.21002241969108582 (0.22043348879230265) | > loss_0: 2.349093437194824 (2.3273400238582065) | > grad_norm_0: tensor(11.5479, device='cuda:0') (tensor(9.4992, device='cuda:0')) | > loss_gen: 2.5583655834198 (2.5339369871178445) | > loss_kl: 1.8962066173553467 (1.9217542263926293) | > loss_feat: 6.818115711212158 (7.043738258128264) | > loss_mel: 16.680261611938477 (17.23112890671711) | > loss_duration: 1.9259397983551025 (1.9821410057496052) | > loss_1: 29.878889083862305 (30.712699189478037) | > grad_norm_1: tensor(100.9846, device='cuda:0') (tensor(79.8175, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.3634 (0.36575308624578984) | > loader_time: 0.0035 (0.0034402292601916256)  --> TIME: 2024-06-12 10:18:48 -- STEP: 74/330 -- GLOBAL_STEP: 408175 | > loss_disc: 2.418138265609741 (2.345159830273808) | > loss_disc_real_0: 0.08774203062057495 (0.10474607917303973) | > loss_disc_real_1: 0.22741734981536865 (0.19429218487159625) | > loss_disc_real_2: 0.22096139192581177 (0.20867433479508837) | > loss_disc_real_3: 0.21834973990917206 (0.23035640068150856) | > loss_disc_real_4: 0.27160850167274475 (0.23298423274143323) | > loss_disc_real_5: 0.25067609548568726 (0.22485900710563403) | > loss_0: 2.418138265609741 (2.345159830273808) | > grad_norm_0: tensor(8.4413, device='cuda:0') (tensor(9.2260, device='cuda:0')) | > loss_gen: 2.3679039478302 (2.508507506267444) | > loss_kl: 1.9590543508529663 (1.9421605612780597) | > loss_feat: 6.3692240715026855 (6.990566298768327) | > loss_mel: 16.965394973754883 (17.187194270056658) | > loss_duration: 1.8914834260940552 (1.9702909234407786) | > loss_1: 29.553062438964844 (30.598719467987884) | > grad_norm_1: tensor(98.3521, device='cuda:0') (tensor(81.4584, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.381 (0.36705609592231536) | > loader_time: 0.0039 (0.003549124743487384)  --> TIME: 2024-06-12 10:18:57 -- STEP: 99/330 -- GLOBAL_STEP: 408200 | > loss_disc: 2.3680288791656494 (2.344899073995725) | > loss_disc_real_0: 0.0951610803604126 (0.10591050828195579) | > loss_disc_real_1: 0.194340318441391 (0.19395834922489494) | > loss_disc_real_2: 0.19022171199321747 (0.20872848488465703) | > loss_disc_real_3: 0.24513867497444153 (0.22985576063093513) | > loss_disc_real_4: 0.22650405764579773 (0.2331276639844432) | > loss_disc_real_5: 0.21697016060352325 (0.22380250180610503) | > loss_0: 2.3680288791656494 (2.344899073995725) | > grad_norm_0: tensor(6.4448, device='cuda:0') (tensor(9.0209, device='cuda:0')) | > loss_gen: 2.4144210815429688 (2.503589309827246) | > loss_kl: 1.8026561737060547 (1.9540959500303172) | > loss_feat: 6.922129154205322 (7.007208024612581) | > loss_mel: 17.170068740844727 (17.142613699941933) | > loss_duration: 1.9990347623825073 (1.9728811160482542) | > loss_1: 30.30830955505371 (30.58038805951976) | > grad_norm_1: tensor(53.1950, device='cuda:0') (tensor(81.7439, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.3712 (0.36912721335285836) | > loader_time: 0.0038 (0.0036534757325143523)  --> TIME: 2024-06-12 10:19:07 -- STEP: 124/330 -- GLOBAL_STEP: 408225 | > loss_disc: 2.3091001510620117 (2.350114078291001) | > loss_disc_real_0: 0.09368408471345901 (0.10744146446907711) | > loss_disc_real_1: 0.21588166058063507 (0.19464620064583518) | > loss_disc_real_2: 0.2065223902463913 (0.2087455655057584) | > loss_disc_real_3: 0.23232637345790863 (0.22936835873030847) | > loss_disc_real_4: 0.22183093428611755 (0.2329089782170711) | > loss_disc_real_5: 0.2005631923675537 (0.22442241818193467) | > loss_0: 2.3091001510620117 (2.350114078291001) | > grad_norm_0: tensor(5.7482, device='cuda:0') (tensor(8.7462, device='cuda:0')) | > loss_gen: 2.6164374351501465 (2.496164614154447) | > loss_kl: 2.143533706665039 (1.972537390647396) | > loss_feat: 7.092125415802002 (6.989519657627229) | > loss_mel: 17.408519744873047 (17.122734308242798) | > loss_duration: 2.0001392364501953 (1.9776622201165845) | > loss_1: 31.26075553894043 (30.558618222513505) | > grad_norm_1: tensor(59.2703, device='cuda:0') (tensor(79.7876, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.3733 (0.37014579003857023) | > loader_time: 0.0039 (0.0037444810713491133)  --> TIME: 2024-06-12 10:19:17 -- STEP: 149/330 -- GLOBAL_STEP: 408250 | > loss_disc: 2.455990791320801 (2.3588277701563487) | > loss_disc_real_0: 0.09648507833480835 (0.10976084719268267) | > loss_disc_real_1: 0.1692344844341278 (0.1947435869166515) | > loss_disc_real_2: 0.17791247367858887 (0.21019775055398876) | > loss_disc_real_3: 0.2392105609178543 (0.2300803372323913) | > loss_disc_real_4: 0.25916334986686707 (0.2331411188480838) | > loss_disc_real_5: 0.25524571537971497 (0.22435497897583367) | > loss_0: 2.455990791320801 (2.3588277701563487) | > grad_norm_0: tensor(13.1233, device='cuda:0') (tensor(9.0855, device='cuda:0')) | > loss_gen: 2.4300527572631836 (2.4856037421514525) | > loss_kl: 2.1325595378875732 (1.9862910709125083) | > loss_feat: 6.349461078643799 (6.991490306470218) | > loss_mel: 17.070680618286133 (17.123299969922776) | > loss_duration: 2.024685859680176 (1.9826187263399162) | > loss_1: 30.00743865966797 (30.56930384539918) | > grad_norm_1: tensor(109.7478, device='cuda:0') (tensor(84.0489, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.3819 (0.3740572369338683) | > loader_time: 0.0042 (0.0038375454461014513)  --> TIME: 2024-06-12 10:19:27 -- STEP: 174/330 -- GLOBAL_STEP: 408275 | > loss_disc: 2.480877161026001 (2.361047795449178) | > loss_disc_real_0: 0.12709911167621613 (0.11154416115719011) | > loss_disc_real_1: 0.16432583332061768 (0.1952632886154213) | > loss_disc_real_2: 0.25277382135391235 (0.21015976103900488) | > loss_disc_real_3: 0.24949294328689575 (0.22989965487143088) | > loss_disc_real_4: 0.2502531111240387 (0.23287235679982723) | > loss_disc_real_5: 0.2597273886203766 (0.2245416986359947) | > loss_0: 2.480877161026001 (2.361047795449178) | > grad_norm_0: tensor(5.0091, device='cuda:0') (tensor(9.5981, device='cuda:0')) | > loss_gen: 2.363852024078369 (2.478781650806295) | > loss_kl: 1.969856858253479 (1.9959080739953052) | > loss_feat: 7.121143817901611 (6.963129720468631) | > loss_mel: 17.372316360473633 (17.101265682571235) | > loss_duration: 2.07817006111145 (1.9898830844067978) | > loss_1: 30.90534019470215 (30.528968230061146) | > grad_norm_1: tensor(77.6518, device='cuda:0') (tensor(91.2432, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.3829 (0.3767560418994949) | > loader_time: 0.0053 (0.003965721733268649)  --> TIME: 2024-06-12 10:19:37 -- STEP: 199/330 -- GLOBAL_STEP: 408300 | > loss_disc: 2.302428722381592 (2.366211794129566) | > loss_disc_real_0: 0.12195921689271927 (0.11281918882200466) | > loss_disc_real_1: 0.17860855162143707 (0.19567821871245925) | > loss_disc_real_2: 0.21058079600334167 (0.21057287023295107) | > loss_disc_real_3: 0.2219756841659546 (0.23003944215463035) | > loss_disc_real_4: 0.23849612474441528 (0.23278885645483008) | > loss_disc_real_5: 0.2395077347755432 (0.2243086006024375) | > loss_0: 2.302428722381592 (2.366211794129566) | > grad_norm_0: tensor(21.4574, device='cuda:0') (tensor(10.2629, device='cuda:0')) | > loss_gen: 2.518477439880371 (2.4711724501758363) | > loss_kl: 1.987606167793274 (2.005238798994515) | > loss_feat: 6.632315635681152 (6.945129032710089) | > loss_mel: 16.455312728881836 (17.06169910047522) | > loss_duration: 2.1195757389068604 (1.9988657349917158) | > loss_1: 29.713287353515625 (30.48210514969562) | > grad_norm_1: tensor(277.0993, device='cuda:0') (tensor(103.8758, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.4012 (0.37934530080862394) | > loader_time: 0.0059 (0.004100993650043427)  --> TIME: 2024-06-12 10:19:48 -- STEP: 224/330 -- GLOBAL_STEP: 408325 | > loss_disc: 2.3052854537963867 (2.36721804312297) | > loss_disc_real_0: 0.07268179953098297 (0.1139856584736013) | > loss_disc_real_1: 0.16489002108573914 (0.1956098787153938) | > loss_disc_real_2: 0.19985619187355042 (0.21102047325777154) | > loss_disc_real_3: 0.21775731444358826 (0.23042241018265486) | > loss_disc_real_4: 0.23513905704021454 (0.23311000503599644) | > loss_disc_real_5: 0.2041240632534027 (0.22343603568151593) | > loss_0: 2.3052854537963867 (2.36721804312297) | > grad_norm_0: tensor(26.0009, device='cuda:0') (tensor(12.3050, device='cuda:0')) | > loss_gen: 2.431549072265625 (2.47695066779852) | > loss_kl: 1.9559246301651 (2.0136508180626804) | > loss_feat: 7.521368026733398 (6.948008064712797) | > loss_mel: 17.530624389648438 (17.01355118836677) | > loss_duration: 2.0962531566619873 (2.007102970566068) | > loss_1: 31.53571891784668 (30.45926375899996) | > grad_norm_1: tensor(365.1832, device='cuda:0') (tensor(135.8503, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.4266 (0.38235255756548486) | > loader_time: 0.0053 (0.004218119595732005)  --> TIME: 2024-06-12 10:19:58 -- STEP: 249/330 -- GLOBAL_STEP: 408350 | > loss_disc: 2.2953929901123047 (2.3663010128051853) | > loss_disc_real_0: 0.08715778589248657 (0.11436955069741571) | > loss_disc_real_1: 0.1951877325773239 (0.19621875603874045) | > loss_disc_real_2: 0.1990792453289032 (0.21085728956274236) | > loss_disc_real_3: 0.2412964105606079 (0.2299071276283647) | > loss_disc_real_4: 0.20590613782405853 (0.2332343873249958) | > loss_disc_real_5: 0.18724846839904785 (0.22301208990884114) | > loss_0: 2.2953929901123047 (2.3663010128051853) | > grad_norm_0: tensor(18.6674, device='cuda:0') (tensor(14.0948, device='cuda:0')) | > loss_gen: 2.4572720527648926 (2.483708220792105) | > loss_kl: 2.0107641220092773 (2.0170734608508503) | > loss_feat: 6.510120391845703 (6.961834928596834) | > loss_mel: 16.300485610961914 (16.998209746487188) | > loss_duration: 2.0845999717712402 (2.0163371476782372) | > loss_1: 29.36324119567871 (30.477163575260516) | > grad_norm_1: tensor(454.3434, device='cuda:0') (tensor(160.5008, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.4121 (0.38605206654253743) | > loader_time: 0.0056 (0.004339904670255728)  --> TIME: 2024-06-12 10:20:10 -- STEP: 274/330 -- GLOBAL_STEP: 408375 | > loss_disc: 2.4085450172424316 (2.369897575273999) | > loss_disc_real_0: 0.1573445200920105 (0.11662876498579544) | > loss_disc_real_1: 0.19404447078704834 (0.19619838607898593) | > loss_disc_real_2: 0.20260538160800934 (0.21139239797191894) | > loss_disc_real_3: 0.24752983450889587 (0.2300916618674341) | > loss_disc_real_4: 0.24413132667541504 (0.23327286405502445) | > loss_disc_real_5: 0.24859920144081116 (0.22268154308961255) | > loss_0: 2.4085450172424316 (2.369897575273999) | > grad_norm_0: tensor(33.2658, device='cuda:0') (tensor(15.8667, device='cuda:0')) | > loss_gen: 2.372905969619751 (2.483057043848247) | > loss_kl: 2.0469577312469482 (2.0228776923061287) | > loss_feat: 6.856821060180664 (6.958098749174689) | > loss_mel: 15.73730182647705 (16.939110898623518) | > loss_duration: 2.1112771034240723 (2.025242689752231) | > loss_1: 29.125263214111328 (30.42838713374451) | > grad_norm_1: tensor(371.4778, device='cuda:0') (tensor(183.7153, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.4572 (0.3906039626058872) | > loader_time: 0.006 (0.004478842672640388)  --> TIME: 2024-06-12 10:20:21 -- STEP: 299/330 -- GLOBAL_STEP: 408400 | > loss_disc: 2.318669557571411 (2.373100720919093) | > loss_disc_real_0: 0.13258904218673706 (0.1176371668219367) | > loss_disc_real_1: 0.18819689750671387 (0.1970005663093117) | > loss_disc_real_2: 0.17678052186965942 (0.21152350475955567) | > loss_disc_real_3: 0.2306978553533554 (0.23043477749545438) | > loss_disc_real_4: 0.24308963119983673 (0.23302741438449426) | > loss_disc_real_5: 0.2203173190355301 (0.22241061377684807) | > loss_0: 2.318669557571411 (2.373100720919093) | > grad_norm_0: tensor(27.7983, device='cuda:0') (tensor(16.7787, device='cuda:0')) | > loss_gen: 2.5513036251068115 (2.4788329537496914) | > loss_kl: 2.079899549484253 (2.0288122936236017) | > loss_feat: 7.3789896965026855 (6.957849357439124) | > loss_mel: 16.68232536315918 (16.88637619911629) | > loss_duration: 2.20603084564209 (2.036308958378922) | > loss_1: 30.898548126220703 (30.388179804569106) | > grad_norm_1: tensor(301.7149, device='cuda:0') (tensor(201.7521, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.4613 (0.3961224364596466) | > loader_time: 0.0072 (0.004644569345939918)  --> TIME: 2024-06-12 10:20:35 -- STEP: 324/330 -- GLOBAL_STEP: 408425 | > loss_disc: 2.463200092315674 (2.3804383277893053) | > loss_disc_real_0: 0.14474022388458252 (0.11923355883976192) | > loss_disc_real_1: 0.18404343724250793 (0.1984667528052756) | > loss_disc_real_2: 0.28678083419799805 (0.21206391101450095) | > loss_disc_real_3: 0.21562528610229492 (0.2303129257519304) | > loss_disc_real_4: 0.3436320424079895 (0.23365744249320325) | > loss_disc_real_5: 0.30943694710731506 (0.22298615651182185) | > loss_0: 2.463200092315674 (2.3804383277893053) | > grad_norm_0: tensor(37.8669, device='cuda:0') (tensor(17.4468, device='cuda:0')) | > loss_gen: 2.585989475250244 (2.4749950538446877) | > loss_kl: 2.299144983291626 (2.0374447114673653) | > loss_feat: 9.498865127563477 (6.9938050994166625) | > loss_mel: 16.78290367126465 (16.849320505872193) | > loss_duration: 2.262007713317871 (2.0512691868676067) | > loss_1: 33.42890930175781 (30.406834567034686) | > grad_norm_1: tensor(746.5472, device='cuda:0') (tensor(218.0788, device='cuda:0')) | > current_lr_0: 0.00017716115309149847 | > current_lr_1: 0.00017716115309149847 | > step_time: 0.5967 (0.40716423664563967) | > loader_time: 0.0096 (0.00490892963644899)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.776313304901123 (2.776313304901123) | > loss_disc_real_0: 0.14876176416873932 (0.14876176416873932) | > loss_disc_real_1: 0.1900951862335205 (0.1900951862335205) | > loss_disc_real_2: 0.3350829482078552 (0.3350829482078552) | > loss_disc_real_3: 0.2965714931488037 (0.2965714931488037) | > loss_disc_real_4: 0.37975654006004333 (0.37975654006004333) | > loss_disc_real_5: 0.3604159355163574 (0.3604159355163574) | > loss_0: 2.776313304901123 (2.776313304901123) | > loss_gen: 2.5241377353668213 (2.5241377353668213) | > loss_kl: 3.0279805660247803 (3.0279805660247803) | > loss_feat: 5.822211265563965 (5.822211265563965) | > loss_mel: 15.361246109008789 (15.361246109008789) | > loss_duration: 3.0692930221557617 (3.0692930221557617) | > loss_1: 29.804866790771484 (29.804866790771484)  --> STEP: 1 | > loss_disc: 2.6005923748016357 (2.6005923748016357) | > loss_disc_real_0: 0.07808668911457062 (0.07808668911457062) | > loss_disc_real_1: 0.2667878270149231 (0.2667878270149231) | > loss_disc_real_2: 0.20481252670288086 (0.20481252670288086) | > loss_disc_real_3: 0.2656899690628052 (0.2656899690628052) | > loss_disc_real_4: 0.32183054089546204 (0.32183054089546204) | > loss_disc_real_5: 0.30054453015327454 (0.30054453015327454) | > loss_0: 2.6005923748016357 (2.6005923748016357) | > loss_gen: 2.3139162063598633 (2.3139162063598633) | > loss_kl: 3.865436553955078 (3.865436553955078) | > loss_feat: 6.696091651916504 (6.696091651916504) | > loss_mel: 17.15486717224121 (17.15486717224121) | > loss_duration: 2.5133142471313477 (2.5133142471313477) | > loss_1: 32.54362487792969 (32.54362487792969)  --> STEP: 2 | > loss_disc: 2.386357069015503 (2.4934747219085693) | > loss_disc_real_0: 0.12857244908809662 (0.10332956910133362) | > loss_disc_real_1: 0.17320440709590912 (0.2199961170554161) | > loss_disc_real_2: 0.18956208229064941 (0.19718730449676514) | > loss_disc_real_3: 0.2491220235824585 (0.25740599632263184) | > loss_disc_real_4: 0.319204717874527 (0.3205176293849945) | > loss_disc_real_5: 0.3277740478515625 (0.3141592890024185) | > loss_0: 2.386357069015503 (2.4934747219085693) | > loss_gen: 2.627119779586792 (2.4705179929733276) | > loss_kl: 2.7013299465179443 (3.2833832502365112) | > loss_feat: 5.88028621673584 (6.288188934326172) | > loss_mel: 19.15747833251953 (18.15617275238037) | > loss_duration: 2.559997320175171 (2.5366557836532593) | > loss_1: 32.92620849609375 (32.73491668701172)  --> STEP: 3 | > loss_disc: 2.275421380996704 (2.4207902749379477) | > loss_disc_real_0: 0.09923394024372101 (0.10196435948212941) | > loss_disc_real_1: 0.16138814389705658 (0.2004601260026296) | > loss_disc_real_2: 0.19930081069469452 (0.1978918065627416) | > loss_disc_real_3: 0.24231234192848206 (0.2523747781912486) | > loss_disc_real_4: 0.29340028762817383 (0.31147851546605426) | > loss_disc_real_5: 0.25571197271347046 (0.29467685023943585) | > loss_0: 2.275421380996704 (2.4207902749379477) | > loss_gen: 2.5488672256469727 (2.4966344038645425) | > loss_kl: 3.8585195541381836 (3.475095351537069) | > loss_feat: 6.785900115966797 (6.454092661539714) | > loss_mel: 15.612137794494629 (17.30816109975179) | > loss_duration: 2.4304163455963135 (2.5012426376342773) | > loss_1: 31.23583984375 (32.23522440592448)  --> STEP: 4 | > loss_disc: 2.7327353954315186 (2.4987765550613403) | > loss_disc_real_0: 0.1620212346315384 (0.11697857826948166) | > loss_disc_real_1: 0.23078946769237518 (0.208042461425066) | > loss_disc_real_2: 0.2992652356624603 (0.22323516383767128) | > loss_disc_real_3: 0.3239089250564575 (0.2702583149075508) | > loss_disc_real_4: 0.35803306102752686 (0.3231171518564224) | > loss_disc_real_5: 0.33724120259284973 (0.3053179383277893) | > loss_0: 2.7327353954315186 (2.4987765550613403) | > loss_gen: 2.4565885066986084 (2.486622929573059) | > loss_kl: 3.91426944732666 (3.5848888754844666) | > loss_feat: 5.338160514831543 (6.175109624862671) | > loss_mel: 17.10793685913086 (17.258105039596558) | > loss_duration: 2.4590001106262207 (2.490682005882263) | > loss_1: 31.275955200195312 (31.995407104492188)  --> STEP: 5 | > loss_disc: 2.287172794342041 (2.4564558029174806) | > loss_disc_real_0: 0.15119901299476624 (0.12382266521453858) | > loss_disc_real_1: 0.23313714563846588 (0.21306139826774598) | > loss_disc_real_2: 0.26880043745040894 (0.2323482185602188) | > loss_disc_real_3: 0.22773341834545135 (0.2617533355951309) | > loss_disc_real_4: 0.2546429932117462 (0.30942232012748716) | > loss_disc_real_5: 0.24939130246639252 (0.2941326111555099) | > loss_0: 2.287172794342041 (2.4564558029174806) | > loss_gen: 2.8765716552734375 (2.5646126747131346) | > loss_kl: 2.949181079864502 (3.4577473163604737) | > loss_feat: 6.381955146789551 (6.216478729248047) | > loss_mel: 18.932756423950195 (17.593035316467287) | > loss_duration: 2.3374903202056885 (2.4600436687469482) | > loss_1: 33.47795486450195 (32.29191665649414)  --> STEP: 6 | > loss_disc: 2.4925034046173096 (2.4624637365341187) | > loss_disc_real_0: 0.11811192333698273 (0.1228708749016126) | > loss_disc_real_1: 0.25944772362709045 (0.22079245249430338) | > loss_disc_real_2: 0.3388434052467346 (0.2500974163413048) | > loss_disc_real_3: 0.3157435357570648 (0.2707517022887866) | > loss_disc_real_4: 0.311266154050827 (0.30972962578137714) | > loss_disc_real_5: 0.22922636568546295 (0.28331490357716876) | > loss_0: 2.4925034046173096 (2.4624637365341187) | > loss_gen: 2.640629291534424 (2.577282110850016) | > loss_kl: 2.7623114585876465 (3.3418413400650024) | > loss_feat: 5.177109241485596 (6.043250481287639) | > loss_mel: 18.133996963500977 (17.6831955909729) | > loss_duration: 2.3510279655456543 (2.441874384880066) | > loss_1: 31.065074920654297 (32.087443033854164)  --> STEP: 7 | > loss_disc: 2.4480679035186768 (2.460407188960484) | > loss_disc_real_0: 0.09716124832630157 (0.1191980711051396) | > loss_disc_real_1: 0.22422151267528534 (0.22128231823444366) | > loss_disc_real_2: 0.22143787145614624 (0.246003195643425) | > loss_disc_real_3: 0.3056829273700714 (0.2757418773003987) | > loss_disc_real_4: 0.27296730875968933 (0.3044778662068503) | > loss_disc_real_5: 0.2639015316963196 (0.28054156473704744) | > loss_0: 2.4480679035186768 (2.460407188960484) | > loss_gen: 2.4679951667785645 (2.5616696902683804) | > loss_kl: 4.716220855712891 (3.5381812708718434) | > loss_feat: 6.742069244384766 (6.143081733158657) | > loss_mel: 17.752544403076172 (17.69310256413051) | > loss_duration: 2.564561605453491 (2.4594011306762695) | > loss_1: 34.24338912963867 (32.39543533325195)  --> STEP: 8 | > loss_disc: 2.529334306716919 (2.4690230786800385) | > loss_disc_real_0: 0.1413155496120453 (0.12196275591850281) | > loss_disc_real_1: 0.16661573946475983 (0.21444899588823318) | > loss_disc_real_2: 0.3145752549171448 (0.25457470305263996) | > loss_disc_real_3: 0.3300837278366089 (0.28253460861742496) | > loss_disc_real_4: 0.3203897178173065 (0.30646684765815735) | > loss_disc_real_5: 0.31707701086997986 (0.285108495503664) | > loss_0: 2.529334306716919 (2.4690230786800385) | > loss_gen: 2.60188627243042 (2.5666967630386353) | > loss_kl: 3.1244332790374756 (3.4864627718925476) | > loss_feat: 6.355456829071045 (6.169628620147705) | > loss_mel: 17.5947322845459 (17.680806279182434) | > loss_duration: 2.356610059738159 (2.4465522468090057) | > loss_1: 32.033119201660156 (32.35014581680298)  --> STEP: 9 | > loss_disc: 2.4871907234191895 (2.4710417058732776) | > loss_disc_real_0: 0.19536058604717255 (0.13011807037724388) | > loss_disc_real_1: 0.16603076457977295 (0.20906919240951538) | > loss_disc_real_2: 0.2934964597225189 (0.2588993426826265) | > loss_disc_real_3: 0.24708496034145355 (0.2785957588089837) | > loss_disc_real_4: 0.23118296265602112 (0.2981019715468089) | > loss_disc_real_5: 0.2919214963912964 (0.28586549560228985) | > loss_0: 2.4871907234191895 (2.4710417058732776) | > loss_gen: 2.5972132682800293 (2.5700874858432345) | > loss_kl: 2.7764341831207275 (3.4075707064734564) | > loss_feat: 7.652698993682861 (6.334414217207167) | > loss_mel: 18.832399368286133 (17.808761066860622) | > loss_duration: 2.1928420066833496 (2.4183622201283774) | > loss_1: 34.05158615112305 (32.53919474283854)  --> STEP: 10 | > loss_disc: 2.637017250061035 (2.4876392602920534) | > loss_disc_real_0: 0.23269489407539368 (0.14037575274705888) | > loss_disc_real_1: 0.24739186465740204 (0.21290145963430404) | > loss_disc_real_2: 0.2315717339515686 (0.25616658180952073) | > loss_disc_real_3: 0.23138798773288727 (0.27387498170137403) | > loss_disc_real_4: 0.30045178532600403 (0.2983369529247284) | > loss_disc_real_5: 0.2597406804561615 (0.283253014087677) | > loss_0: 2.637017250061035 (2.4876392602920534) | > loss_gen: 2.4353668689727783 (2.556615424156189) | > loss_kl: 2.9789304733276367 (3.3647066831588743) | > loss_feat: 6.430615425109863 (6.344034337997437) | > loss_mel: 17.349712371826172 (17.762856197357177) | > loss_duration: 2.4578566551208496 (2.4223116636276245) | > loss_1: 31.652482986450195 (32.45052356719971)  --> STEP: 11 | > loss_disc: 2.5699501037597656 (2.4951220642436636) | > loss_disc_real_0: 0.13738101720809937 (0.1401035040616989) | > loss_disc_real_1: 0.2069431096315384 (0.21235979145223444) | > loss_disc_real_2: 0.24279290437698364 (0.25495079295201734) | > loss_disc_real_3: 0.306435227394104 (0.2768350040370768) | > loss_disc_real_4: 0.33758676052093506 (0.30190511725165625) | > loss_disc_real_5: 0.29079845547676086 (0.28393896330486645) | > loss_0: 2.5699501037597656 (2.4951220642436636) | > loss_gen: 2.3589138984680176 (2.538642558184537) | > loss_kl: 3.8854265213012695 (3.4120448502627285) | > loss_feat: 6.011258602142334 (6.313781998374245) | > loss_mel: 17.647415161132812 (17.752361557700418) | > loss_duration: 2.4855048656463623 (2.4280565001747827) | > loss_1: 32.388519287109375 (32.44488681446422)  --> STEP: 12 | > loss_disc: 2.6164121627807617 (2.505229572455088) | > loss_disc_real_0: 0.14965584874153137 (0.1408995327850183) | > loss_disc_real_1: 0.2157410830259323 (0.2126415657500426) | > loss_disc_real_2: 0.3709975481033325 (0.2646213558812936) | > loss_disc_real_3: 0.25964823365211487 (0.2754027731716633) | > loss_disc_real_4: 0.2600553631782532 (0.29841763774553937) | > loss_disc_real_5: 0.1955091655254364 (0.27656981348991394) | > loss_0: 2.6164121627807617 (2.505229572455088) | > loss_gen: 2.2922425270080566 (2.518109222253164) | > loss_kl: 3.0585591793060303 (3.382587711016337) | > loss_feat: 6.077905178070068 (6.294125596682231) | > loss_mel: 16.614654541015625 (17.657552639643352) | > loss_duration: 2.2789058685302734 (2.4156272808710737) | > loss_1: 30.322265625 (32.2680017153422)  --> STEP: 13 | > loss_disc: 2.7166032791137695 (2.52148908835191) | > loss_disc_real_0: 0.2283722162246704 (0.1476282007419146) | > loss_disc_real_1: 0.28505128622055054 (0.21821154424777398) | > loss_disc_real_2: 0.24782933294773102 (0.2633296618094811) | > loss_disc_real_3: 0.2993796765804291 (0.27724715035695296) | > loss_disc_real_4: 0.29345276951789856 (0.2980357248049516) | > loss_disc_real_5: 0.23140975832939148 (0.2730959630929507) | > loss_0: 2.7166032791137695 (2.52148908835191) | > loss_gen: 2.2898340225219727 (2.5005495915046105) | > loss_kl: 3.3201043605804443 (3.3777812994443455) | > loss_feat: 4.717233180999756 (6.172826180091271) | > loss_mel: 12.80364990234375 (17.28417550600492) | > loss_duration: 2.294161796569824 (2.40628378207867) | > loss_1: 25.424983978271484 (31.74161573556753)  --> STEP: 14 | > loss_disc: 2.372762680053711 (2.510865773473467) | > loss_disc_real_0: 0.16941559314727783 (0.1491844430565834) | > loss_disc_real_1: 0.21099302172660828 (0.21769593549626215) | > loss_disc_real_2: 0.18317241966724396 (0.25760414451360697) | > loss_disc_real_3: 0.23863686621189117 (0.27448927291802) | > loss_disc_real_4: 0.3044390380382538 (0.298493104321616) | > loss_disc_real_5: 0.26249685883522034 (0.27233888421739855) | > loss_0: 2.372762680053711 (2.510865773473467) | > loss_gen: 2.531761884689331 (2.502779041017805) | > loss_kl: 3.7651429176330566 (3.4054499864578247) | > loss_feat: 6.721780776977539 (6.212037222726004) | > loss_mel: 19.639225006103516 (17.452393327440536) | > loss_duration: 2.4402620792388916 (2.4087108033043996) | > loss_1: 35.09817123413086 (31.981369699750626)  --> STEP: 15 | > loss_disc: 2.342388868331909 (2.4996339797973635) | > loss_disc_real_0: 0.18544426560401917 (0.15160176455974578) | > loss_disc_real_1: 0.188540518283844 (0.21575224101543428) | > loss_disc_real_2: 0.22539563477039337 (0.25545691053072606) | > loss_disc_real_3: 0.2523546516895294 (0.2730136315027873) | > loss_disc_real_4: 0.22703538835048676 (0.29372925659020743) | > loss_disc_real_5: 0.19324706494808197 (0.2670660962661107) | > loss_0: 2.342388868331909 (2.4996339797973635) | > loss_gen: 2.478430986404419 (2.5011558373769125) | > loss_kl: 3.634641647338867 (3.4207294305165608) | > loss_feat: 7.689908981323242 (6.310562006632487) | > loss_mel: 18.33832359313965 (17.51145534515381) | > loss_duration: 2.4440481662750244 (2.4110666275024415) | > loss_1: 34.58535385131836 (32.154968643188475)  --> STEP: 16 | > loss_disc: 2.556065320968628 (2.5031609386205673) | > loss_disc_real_0: 0.20537105202674866 (0.15496234502643347) | > loss_disc_real_1: 0.2204040139913559 (0.21604297682642937) | > loss_disc_real_2: 0.21328793466091156 (0.25282134953886265) | > loss_disc_real_3: 0.2177952378988266 (0.26956248190253973) | > loss_disc_real_4: 0.2619533836841583 (0.29174326453357935) | > loss_disc_real_5: 0.17025212943553925 (0.2610152233392) | > loss_0: 2.556065320968628 (2.5031609386205673) | > loss_gen: 2.110621213912964 (2.4767474234104156) | > loss_kl: 3.1761536598205566 (3.4054434448480606) | > loss_feat: 5.510979652404785 (6.260588109493256) | > loss_mel: 15.075271606445312 (17.359193861484528) | > loss_duration: 2.45629620552063 (2.413893476128578) | > loss_1: 28.329322814941406 (31.915865778923035)  --> STEP: 17 | > loss_disc: 2.4884867668151855 (2.50229775204378) | > loss_disc_real_0: 0.08939225971698761 (0.15110528118470135) | > loss_disc_real_1: 0.2414117008447647 (0.21753525470986085) | > loss_disc_real_2: 0.2825476825237274 (0.25456995736150173) | > loss_disc_real_3: 0.3121359944343567 (0.2720668061691172) | > loss_disc_real_4: 0.30941468477249146 (0.2927827598417507) | > loss_disc_real_5: 0.3094531297683716 (0.2638645119526807) | > loss_0: 2.4884867668151855 (2.50229775204378) | > loss_gen: 2.419463872909546 (2.4733778027927174) | > loss_kl: 2.821345806121826 (3.3710847602171055) | > loss_feat: 4.418117046356201 (6.152207458720488) | > loss_mel: 17.24526596069336 (17.352492220261517) | > loss_duration: 2.4644992351531982 (2.416870285482968) | > loss_1: 29.36869239807129 (31.766032050637637)  --> STEP: 18 | > loss_disc: 2.4429595470428467 (2.4990011850992837) | > loss_disc_real_0: 0.11667978763580322 (0.14919275376531813) | > loss_disc_real_1: 0.23093049228191376 (0.2182794345749749) | > loss_disc_real_2: 0.29881900548934937 (0.25702823781304884) | > loss_disc_real_3: 0.2446092963218689 (0.27054138895538116) | > loss_disc_real_4: 0.2725825905799866 (0.2916605282160971) | > loss_disc_real_5: 0.2391190528869629 (0.2624897642268075) | > loss_0: 2.4429595470428467 (2.4990011850992837) | > loss_gen: 2.5149378776550293 (2.475686695840624) | > loss_kl: 3.2799880504608154 (3.3660238318973117) | > loss_feat: 7.673855781555176 (6.236743476655748) | > loss_mel: 16.465978622436523 (17.303241464826797) | > loss_duration: 2.2806882858276367 (2.409304618835449) | > loss_1: 32.215450286865234 (31.79099973042806)  --> STEP: 19 | > loss_disc: 2.6894710063934326 (2.509025912535818) | > loss_disc_real_0: 0.17646479606628418 (0.1506281244127374) | > loss_disc_real_1: 0.2630588412284851 (0.22063624545147545) | > loss_disc_real_2: 0.30952608585357666 (0.2597912824467608) | > loss_disc_real_3: 0.2929186522960663 (0.2717191396575225) | > loss_disc_real_4: 0.35632455348968506 (0.29506389796733856) | > loss_disc_real_5: 0.2985459268093109 (0.26438745699430766) | > loss_0: 2.6894710063934326 (2.509025912535818) | > loss_gen: 2.3863332271575928 (2.4709838816994116) | > loss_kl: 2.4541268348693848 (3.3180292531063684) | > loss_feat: 4.363668918609619 (6.138160605179636) | > loss_mel: 13.561939239501953 (17.106330821388646) | > loss_duration: 2.4132883548736572 (2.4095142891532495) | > loss_1: 25.17935562133789 (31.443018461528577)  --> STEP: 20 | > loss_disc: 2.5155410766601562 (2.509351670742035) | > loss_disc_real_0: 0.1669897437095642 (0.15144620537757875) | > loss_disc_real_1: 0.19469468295574188 (0.21933916732668876) | > loss_disc_real_2: 0.26128458976745605 (0.25986594781279554) | > loss_disc_real_3: 0.21975132822990417 (0.2691207490861416) | > loss_disc_real_4: 0.3279510736465454 (0.2967082567512989) | > loss_disc_real_5: 0.24505537748336792 (0.26342085301876067) | > loss_0: 2.5155410766601562 (2.509351670742035) | > loss_gen: 2.271472930908203 (2.461008334159851) | > loss_kl: 2.5553321838378906 (3.279894399642944) | > loss_feat: 5.903550148010254 (6.126430082321167) | > loss_mel: 15.850260734558105 (17.04352731704712) | > loss_duration: 2.344960927963257 (2.40628662109375) | > loss_1: 28.92557716369629 (31.317146396636964)  --> STEP: 21 | > loss_disc: 2.4309513568878174 (2.5056183224632624) | > loss_disc_real_0: 0.09368301928043365 (0.14869557746819087) | > loss_disc_real_1: 0.31039831042289734 (0.2236753169979368) | > loss_disc_real_2: 0.3100619614124298 (0.2622562341746829) | > loss_disc_real_3: 0.2841404676437378 (0.26983597377936047) | > loss_disc_real_4: 0.260772705078125 (0.2949970400049573) | > loss_disc_real_5: 0.2921839654445648 (0.26479052503903705) | > loss_0: 2.4309513568878174 (2.5056183224632624) | > loss_gen: 2.6445109844207764 (2.4697465556008473) | > loss_kl: 2.4994797706604004 (3.242731798262823) | > loss_feat: 6.031895160675049 (6.121928419385638) | > loss_mel: 16.50973892211914 (17.01810882205055) | > loss_duration: 2.167912006378174 (2.394935448964437) | > loss_1: 29.85353660583496 (31.24745069231306)  --> STEP: 22 | > loss_disc: 2.40553617477417 (2.50106913393194) | > loss_disc_real_0: 0.11447866261005402 (0.14714026315645737) | > loss_disc_real_1: 0.1873893290758133 (0.22202595391056754) | > loss_disc_real_2: 0.2468351572751999 (0.2615552761337973) | > loss_disc_real_3: 0.24838794767856598 (0.26886106350205163) | > loss_disc_real_4: 0.32889336347579956 (0.2965377819809047) | > loss_disc_real_5: 0.28124141693115234 (0.26553829285231506) | > loss_0: 2.40553617477417 (2.50106913393194) | > loss_gen: 2.5267045497894287 (2.472335555336692) | > loss_kl: 2.322068929672241 (3.20088348605416) | > loss_feat: 7.111021995544434 (6.166887218301946) | > loss_mel: 17.92707061767578 (17.059425267306242) | > loss_duration: 2.2276737689971924 (2.387332645329562) | > loss_1: 32.114540100097656 (31.28686384721236)  --> STEP: 23 | > loss_disc: 2.4970741271972656 (2.500895437986954) | > loss_disc_real_0: 0.15530121326446533 (0.14749508707419684) | > loss_disc_real_1: 0.20849014818668365 (0.22143744061822476) | > loss_disc_real_2: 0.2620886266231537 (0.26157846528550843) | > loss_disc_real_3: 0.29797473549842834 (0.270126875327981) | > loss_disc_real_4: 0.3028527796268463 (0.29681234709594567) | > loss_disc_real_5: 0.27421998977661133 (0.26591575793598016) | > loss_0: 2.4970741271972656 (2.500895437986954) | > loss_gen: 2.568326234817505 (2.4765090631402056) | > loss_kl: 2.4150352478027344 (3.1667161713475767) | > loss_feat: 7.853633403778076 (6.240224008974821) | > loss_mel: 16.274843215942383 (17.025313004203465) | > loss_duration: 2.304391384124756 (2.383726503538049) | > loss_1: 31.416231155395508 (31.29248851278554)  --> STEP: 24 | > loss_disc: 2.4899473190307617 (2.5004392663637796) | > loss_disc_real_0: 0.12925633788108826 (0.14673513919115064) | > loss_disc_real_1: 0.1511101871728897 (0.21850713839133581) | > loss_disc_real_2: 0.3098905086517334 (0.2635914670924345) | > loss_disc_real_3: 0.3014148771762848 (0.27143054207166034) | > loss_disc_real_4: 0.34407681226730347 (0.29878169981141894) | > loss_disc_real_5: 0.314998060464859 (0.26796085387468344) | > loss_0: 2.4899473190307617 (2.5004392663637796) | > loss_gen: 2.571923017501831 (2.48048464457194) | > loss_kl: 3.0821540355682373 (3.1631927490234375) | > loss_feat: 7.221874713897705 (6.281126121679942) | > loss_mel: 16.137102127075195 (16.988304217656452) | > loss_duration: 2.4913101196289062 (2.3882091542085013) | > loss_1: 31.504364013671875 (31.301316658655804)  --> STEP: 25 | > loss_disc: 2.7477011680603027 (2.5103297424316406) | > loss_disc_real_0: 0.22684913873672485 (0.1499396991729736) | > loss_disc_real_1: 0.23181317746639252 (0.2190393799543381) | > loss_disc_real_2: 0.33022841811180115 (0.26625694513320913) | > loss_disc_real_3: 0.30252495408058167 (0.27267431855201724) | > loss_disc_real_4: 0.28156551718711853 (0.2980930525064469) | > loss_disc_real_5: 0.2954977750778198 (0.2690623307228089) | > loss_0: 2.7477011680603027 (2.5103297424316406) | > loss_gen: 2.5676071643829346 (2.48396954536438) | > loss_kl: 2.3216097354888916 (3.129529428482056) | > loss_feat: 7.24858283996582 (6.319824390411377) | > loss_mel: 16.489748001098633 (16.96836196899414) | > loss_duration: 2.372509717941284 (2.3875811767578123) | > loss_1: 31.000057220458984 (31.28926628112793)  --> STEP: 26 | > loss_disc: 2.3327152729034424 (2.5034984166805563) | > loss_disc_real_0: 0.10166899114847183 (0.14808313347972352) | > loss_disc_real_1: 0.13799487054347992 (0.21592228343853584) | > loss_disc_real_2: 0.24873559176921844 (0.26558304692690177) | > loss_disc_real_3: 0.24019329249858856 (0.27142504831919306) | > loss_disc_real_4: 0.3245643377304077 (0.29911117886121463) | > loss_disc_real_5: 0.3207738697528839 (0.27105123607011944) | > loss_0: 2.3327152729034424 (2.5034984166805563) | > loss_gen: 2.891603469848633 (2.499647773229159) | > loss_kl: 2.555272340774536 (3.107442617416382) | > loss_feat: 12.054356575012207 (6.540383320588332) | > loss_mel: 17.797285079956055 (17.00024362710806) | > loss_duration: 2.3171396255493164 (2.3848718863267164) | > loss_1: 37.61565399169922 (31.532588885380672) --> EVAL PERFORMANCE | > avg_loader_time: 0.002453042910649226 (-0.00014007091522216797) | > avg_loss_disc: 2.5034984166805563 (-0.021014149372394098) | > avg_loss_disc_real_0: 0.14808313347972352 (-0.03133860373726263) | > avg_loss_disc_real_1: 0.21592228343853584 (+0.05812507180067206) | > avg_loss_disc_real_2: 0.26558304692690177 (+0.043389753080331245) | > avg_loss_disc_real_3: 0.27142504831919306 (+0.01788055037076658) | > avg_loss_disc_real_4: 0.29911117886121463 (+0.07397599174426159) | > avg_loss_disc_real_5: 0.27105123607011944 (+0.04182263005238315) | > avg_loss_0: 2.5034984166805563 (-0.021014149372394098) | > avg_loss_gen: 2.499647773229159 (+0.2651033355639538) | > avg_loss_kl: 3.107442617416382 (-0.1682545680266161) | > avg_loss_feat: 6.540383320588332 (-0.17482291735135558) | > avg_loss_mel: 17.00024362710806 (-0.15841018236600846) | > avg_loss_duration: 2.3848718863267164 (-0.001159301170935656) | > avg_loss_1: 31.532588885380672 (-0.23754442655123142)  > EPOCH: 971/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:20:58)   --> TIME: 2024-06-12 10:21:06 -- STEP: 19/330 -- GLOBAL_STEP: 408450 | > loss_disc: 2.270759105682373 (2.328458723269011) | > loss_disc_real_0: 0.09212493151426315 (0.09980483509992298) | > loss_disc_real_1: 0.18872156739234924 (0.19768679220425456) | > loss_disc_real_2: 0.21250736713409424 (0.2104478556858866) | > loss_disc_real_3: 0.2081620842218399 (0.2297483768902327) | > loss_disc_real_4: 0.23086336255073547 (0.23840949174604917) | > loss_disc_real_5: 0.23376956582069397 (0.22458182667431079) | > loss_0: 2.270759105682373 (2.328458723269011) | > grad_norm_0: tensor(7.7102, device='cuda:0') (tensor(7.2885, device='cuda:0')) | > loss_gen: 2.4272146224975586 (2.494091749191284) | > loss_kl: 1.9742259979248047 (1.9598741154921682) | > loss_feat: 7.102377891540527 (6.7484738701268245) | > loss_mel: 16.600000381469727 (17.22709470046194) | > loss_duration: 1.9813683032989502 (2.0354881035654167) | > loss_1: 30.085189819335938 (30.465022739611175) | > grad_norm_1: tensor(76.9180, device='cuda:0') (tensor(80.5698, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3481 (0.35712819350393193) | > loader_time: 0.003 (0.003155356959292763)  --> TIME: 2024-06-12 10:21:16 -- STEP: 44/330 -- GLOBAL_STEP: 408475 | > loss_disc: 2.339674234390259 (2.328403120691126) | > loss_disc_real_0: 0.11442546546459198 (0.10042405213144692) | > loss_disc_real_1: 0.19079482555389404 (0.19380595568906178) | > loss_disc_real_2: 0.21915563941001892 (0.20630596781318838) | > loss_disc_real_3: 0.23664863407611847 (0.2278004749254747) | > loss_disc_real_4: 0.20933298766613007 (0.23359895531426778) | > loss_disc_real_5: 0.19790087640285492 (0.22307466275312685) | > loss_0: 2.339674234390259 (2.328403120691126) | > grad_norm_0: tensor(8.0445, device='cuda:0') (tensor(8.2939, device='cuda:0')) | > loss_gen: 2.6121339797973633 (2.507644095204093) | > loss_kl: 2.2044925689697266 (1.9816235954111272) | > loss_feat: 7.719659328460693 (6.965672763911161) | > loss_mel: 17.149023056030273 (17.14665900577198) | > loss_duration: 1.901050329208374 (1.9856693040240894) | > loss_1: 31.586360931396484 (30.587268872694537) | > grad_norm_1: tensor(101.7662, device='cuda:0') (tensor(79.2247, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3767 (0.3691344477913596) | > loader_time: 0.0033 (0.0033525607802651143)  --> TIME: 2024-06-12 10:21:26 -- STEP: 69/330 -- GLOBAL_STEP: 408500 | > loss_disc: 2.2905898094177246 (2.338478461555813) | > loss_disc_real_0: 0.07546347379684448 (0.10387099739434062) | > loss_disc_real_1: 0.18335242569446564 (0.19364413554253787) | > loss_disc_real_2: 0.20878039300441742 (0.20624485007230786) | > loss_disc_real_3: 0.22825708985328674 (0.22830520159956338) | > loss_disc_real_4: 0.25122231245040894 (0.2341326088577077) | > loss_disc_real_5: 0.23920395970344543 (0.224790231473204) | > loss_0: 2.2905898094177246 (2.338478461555813) | > grad_norm_0: tensor(10.7894, device='cuda:0') (tensor(8.6138, device='cuda:0')) | > loss_gen: 2.5462589263916016 (2.4930570609327676) | > loss_kl: 2.0151469707489014 (2.0053349612415703) | > loss_feat: 7.174254894256592 (6.931683726932691) | > loss_mel: 17.12563705444336 (17.091128432232402) | > loss_duration: 1.9177112579345703 (1.974740137224612) | > loss_1: 30.779008865356445 (30.4959444515947) | > grad_norm_1: tensor(100.4128, device='cuda:0') (tensor(82.5748, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3978 (0.3734589797863062) | > loader_time: 0.0039 (0.003555318583612857) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_408500.pth  --> TIME: 2024-06-12 10:21:39 -- STEP: 94/330 -- GLOBAL_STEP: 408525 | > loss_disc: 2.31036639213562 (2.3457445210598897) | > loss_disc_real_0: 0.09127599000930786 (0.10605212657692585) | > loss_disc_real_1: 0.19830386340618134 (0.19434000678518978) | > loss_disc_real_2: 0.18862096965312958 (0.20738392497630828) | > loss_disc_real_3: 0.21342232823371887 (0.22910252467114875) | > loss_disc_real_4: 0.23432429134845734 (0.23402425139508348) | > loss_disc_real_5: 0.2136772722005844 (0.22349298143006385) | > loss_0: 2.31036639213562 (2.3457445210598897) | > grad_norm_0: tensor(10.6876, device='cuda:0') (tensor(8.4861, device='cuda:0')) | > loss_gen: 2.536224842071533 (2.484830288176842) | > loss_kl: 1.9887851476669312 (2.010475071186715) | > loss_feat: 7.311669826507568 (6.913843327380241) | > loss_mel: 18.08380126953125 (17.102346166651298) | > loss_duration: 1.9942418336868286 (1.9744145997027134) | > loss_1: 31.914722442626953 (30.485909522847926) | > grad_norm_1: tensor(63.0435, device='cuda:0') (tensor(79.2550, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.366 (0.37398486949027854) | > loader_time: 0.0041 (0.0036386530450049867)  --> TIME: 2024-06-12 10:21:49 -- STEP: 119/330 -- GLOBAL_STEP: 408550 | > loss_disc: 2.4055416584014893 (2.344332128011881) | > loss_disc_real_0: 0.12640297412872314 (0.10784215304781408) | > loss_disc_real_1: 0.22074921429157257 (0.19385148672496566) | > loss_disc_real_2: 0.20411385595798492 (0.20769189661290466) | > loss_disc_real_3: 0.21431253850460052 (0.22881030735849334) | > loss_disc_real_4: 0.23410837352275848 (0.2324268109157306) | > loss_disc_real_5: 0.2252005636692047 (0.22315645005021775) | > loss_0: 2.4055416584014893 (2.344332128011881) | > grad_norm_0: tensor(4.9992, device='cuda:0') (tensor(8.4392, device='cuda:0')) | > loss_gen: 2.406890869140625 (2.4829619531871896) | > loss_kl: 2.154608964920044 (2.020452831973549) | > loss_feat: 7.226764678955078 (6.915238144017067) | > loss_mel: 17.470279693603516 (17.086975017515552) | > loss_duration: 1.9833016395568848 (1.9766859737764888) | > loss_1: 31.241846084594727 (30.48231392547864) | > grad_norm_1: tensor(48.9845, device='cuda:0') (tensor(80.1310, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3724 (0.37387529341112663) | > loader_time: 0.0043 (0.003720077146001223)  --> TIME: 2024-06-12 10:21:58 -- STEP: 144/330 -- GLOBAL_STEP: 408575 | > loss_disc: 2.3984315395355225 (2.3486446423663043) | > loss_disc_real_0: 0.11579975485801697 (0.10876637029772003) | > loss_disc_real_1: 0.22203154861927032 (0.19360920797205627) | > loss_disc_real_2: 0.24274872243404388 (0.2082073530182242) | > loss_disc_real_3: 0.25449123978614807 (0.22894579120394257) | > loss_disc_real_4: 0.23709477484226227 (0.23324025536162984) | > loss_disc_real_5: 0.24220865964889526 (0.22401928818888134) | > loss_0: 2.3984315395355225 (2.3486446423663043) | > grad_norm_0: tensor(10.2601, device='cuda:0') (tensor(8.4423, device='cuda:0')) | > loss_gen: 2.485001802444458 (2.480490042103662) | > loss_kl: 2.1207242012023926 (2.025944181614452) | > loss_feat: 7.344897270202637 (6.921464529302385) | > loss_mel: 17.025094985961914 (17.070427020390824) | > loss_duration: 1.9961676597595215 (1.9826108556654718) | > loss_1: 30.971887588500977 (30.480936619970535) | > grad_norm_1: tensor(289.8154, device='cuda:0') (tensor(81.1779, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3881 (0.374510246846411) | > loader_time: 0.0043 (0.0037855406602223716)  --> TIME: 2024-06-12 10:22:08 -- STEP: 169/330 -- GLOBAL_STEP: 408600 | > loss_disc: 2.415950059890747 (2.34893980393043) | > loss_disc_real_0: 0.11758621782064438 (0.10952447125544915) | > loss_disc_real_1: 0.1948765218257904 (0.19379969734764654) | > loss_disc_real_2: 0.21709394454956055 (0.20787442479965954) | > loss_disc_real_3: 0.20856058597564697 (0.2287450928307144) | > loss_disc_real_4: 0.23060743510723114 (0.2329545153315956) | > loss_disc_real_5: 0.22877241671085358 (0.22388880871809447) | > loss_0: 2.415950059890747 (2.34893980393043) | > grad_norm_0: tensor(8.4816, device='cuda:0') (tensor(9.4883, device='cuda:0')) | > loss_gen: 2.2291107177734375 (2.478580384564823) | > loss_kl: 1.9875367879867554 (2.0293952903803993) | > loss_feat: 6.467940807342529 (6.918420199106431) | > loss_mel: 17.045974731445312 (17.064732286351667) | > loss_duration: 2.049931764602661 (1.9883965641789183) | > loss_1: 29.78049659729004 (30.479524691429365) | > grad_norm_1: tensor(117.1020, device='cuda:0') (tensor(105.5231, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3713 (0.37522760086511014) | > loader_time: 0.0044 (0.003860476454334146)  --> TIME: 2024-06-12 10:22:18 -- STEP: 194/330 -- GLOBAL_STEP: 408625 | > loss_disc: 2.373624801635742 (2.3542350690389426) | > loss_disc_real_0: 0.12366198003292084 (0.11109261598783671) | > loss_disc_real_1: 0.2146473079919815 (0.19426758825471713) | > loss_disc_real_2: 0.19126716256141663 (0.20838159123032363) | > loss_disc_real_3: 0.21879658102989197 (0.22925610901768675) | > loss_disc_real_4: 0.24134311079978943 (0.23312051847730716) | > loss_disc_real_5: 0.22842887043952942 (0.22366387512266023) | > loss_0: 2.373624801635742 (2.3542350690389426) | > grad_norm_0: tensor(23.1375, device='cuda:0') (tensor(11.0436, device='cuda:0')) | > loss_gen: 2.439194917678833 (2.4777929020911147) | > loss_kl: 2.182297468185425 (2.0324205657870498) | > loss_feat: 6.368175506591797 (6.900433867248063) | > loss_mel: 16.664703369140625 (17.032931868562994) | > loss_duration: 2.0093789100646973 (1.9966608156862946) | > loss_1: 29.66374969482422 (30.440239984964588) | > grad_norm_1: tensor(104.1140, device='cuda:0') (tensor(131.0678, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.4136 (0.37808336179281016) | > loader_time: 0.0052 (0.003969013076467612)  --> TIME: 2024-06-12 10:22:28 -- STEP: 219/330 -- GLOBAL_STEP: 408650 | > loss_disc: 2.507719039916992 (2.357750593255101) | > loss_disc_real_0: 0.1252434253692627 (0.1119457670746873) | > loss_disc_real_1: 0.2284070998430252 (0.1946756798246679) | > loss_disc_real_2: 0.23100805282592773 (0.20869779178541) | > loss_disc_real_3: 0.23531974852085114 (0.229542198450598) | > loss_disc_real_4: 0.22778600454330444 (0.23310018545144226) | > loss_disc_real_5: 0.23457707464694977 (0.22358004054794572) | > loss_0: 2.507719039916992 (2.357750593255101) | > grad_norm_0: tensor(14.5096, device='cuda:0') (tensor(13.1650, device='cuda:0')) | > loss_gen: 2.4257683753967285 (2.482368813257783) | > loss_kl: 2.079007148742676 (2.0357699824250455) | > loss_feat: 7.147437572479248 (6.915278018881741) | > loss_mel: 16.930110931396484 (17.00014637376621) | > loss_duration: 2.0737709999084473 (2.004980228262949) | > loss_1: 30.65609359741211 (30.438543380667628) | > grad_norm_1: tensor(306.2205, device='cuda:0') (tensor(158.4505, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.3976 (0.38111166104878463) | > loader_time: 0.0048 (0.0041002225658120645)  --> TIME: 2024-06-12 10:22:40 -- STEP: 244/330 -- GLOBAL_STEP: 408675 | > loss_disc: 2.3711061477661133 (2.355284754370081) | > loss_disc_real_0: 0.11158157885074615 (0.11358790432454133) | > loss_disc_real_1: 0.20237471163272858 (0.1949540672243618) | > loss_disc_real_2: 0.220665842294693 (0.2085819996771265) | > loss_disc_real_3: 0.2463516741991043 (0.2288530002974096) | > loss_disc_real_4: 0.24322183430194855 (0.23254250301445117) | > loss_disc_real_5: 0.22751741111278534 (0.22272596685368506) | > loss_0: 2.3711061477661133 (2.355284754370081) | > grad_norm_0: tensor(25.0665, device='cuda:0') (tensor(15.0858, device='cuda:0')) | > loss_gen: 2.4082930088043213 (2.4867575793969823) | > loss_kl: 2.0476114749908447 (2.0379536039516575) | > loss_feat: 6.97244119644165 (6.928023424304899) | > loss_mel: 16.241085052490234 (16.959216567336544) | > loss_duration: 2.0382237434387207 (2.0148981765645457) | > loss_1: 29.70765495300293 (30.426849326149362) | > grad_norm_1: tensor(383.6561, device='cuda:0') (tensor(181.4399, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.4596 (0.38540729147488956) | > loader_time: 0.006 (0.0062620346663428165)  --> TIME: 2024-06-12 10:22:51 -- STEP: 269/330 -- GLOBAL_STEP: 408700 | > loss_disc: 2.3662991523742676 (2.358592745096711) | > loss_disc_real_0: 0.10705691576004028 (0.11468470392949519) | > loss_disc_real_1: 0.18569427728652954 (0.1954073003565954) | > loss_disc_real_2: 0.19513538479804993 (0.20877228239655052) | > loss_disc_real_3: 0.20282915234565735 (0.22928749274143942) | > loss_disc_real_4: 0.2704237103462219 (0.23283175547991547) | > loss_disc_real_5: 0.2516287565231323 (0.22283553395794226) | > loss_0: 2.3662991523742676 (2.358592745096711) | > grad_norm_0: tensor(31.4740, device='cuda:0') (tensor(15.7371, device='cuda:0')) | > loss_gen: 2.4150218963623047 (2.4819904357527265) | > loss_kl: 1.9927865266799927 (2.0431369104349915) | > loss_feat: 6.423337459564209 (6.934846711424647) | > loss_mel: 16.49518394470215 (16.928638986495354) | > loss_duration: 2.1359615325927734 (2.023588391041667) | > loss_1: 29.462291717529297 (30.41220139570839) | > grad_norm_1: tensor(326.4040, device='cuda:0') (tensor(194.7575, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.4322 (0.3898633448164702) | > loader_time: 0.0067 (0.006240756095120457)  --> TIME: 2024-06-12 10:23:03 -- STEP: 294/330 -- GLOBAL_STEP: 408725 | > loss_disc: 2.4770853519439697 (2.362897345808899) | > loss_disc_real_0: 0.13663436472415924 (0.11625814757176808) | > loss_disc_real_1: 0.15195497870445251 (0.19572091452321225) | > loss_disc_real_2: 0.24777379631996155 (0.20937074695517416) | > loss_disc_real_3: 0.22777849435806274 (0.22908285158832056) | > loss_disc_real_4: 0.22543296217918396 (0.2328081057996166) | > loss_disc_real_5: 0.21170033514499664 (0.22239717668822023) | > loss_0: 2.4770853519439697 (2.362897345808899) | > grad_norm_0: tensor(23.5732, device='cuda:0') (tensor(16.5540, device='cuda:0')) | > loss_gen: 2.4358513355255127 (2.476917488234384) | > loss_kl: 1.9936647415161133 (2.0457688107782475) | > loss_feat: 7.600286960601807 (6.92569690821122) | > loss_mel: 16.85047721862793 (16.87551198038114) | > loss_duration: 2.1797995567321777 (2.034023792159801) | > loss_1: 31.060081481933594 (30.35791894692142) | > grad_norm_1: tensor(96.9662, device='cuda:0') (tensor(207.2722, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.463 (0.3954892969455848) | > loader_time: 0.0066 (0.0062434997688345355)  --> TIME: 2024-06-12 10:23:16 -- STEP: 319/330 -- GLOBAL_STEP: 408750 | > loss_disc: 2.454204797744751 (2.36757401014944) | > loss_disc_real_0: 0.232631117105484 (0.1175645886450352) | > loss_disc_real_1: 0.22088980674743652 (0.19684670239593535) | > loss_disc_real_2: 0.22012071311473846 (0.20950006266185855) | > loss_disc_real_3: 0.24524228274822235 (0.22964282006866132) | > loss_disc_real_4: 0.23810796439647675 (0.23300455057508893) | > loss_disc_real_5: 0.25265446305274963 (0.223135556126463) | > loss_0: 2.454204797744751 (2.36757401014944) | > grad_norm_0: tensor(28.3397, device='cuda:0') (tensor(17.5825, device='cuda:0')) | > loss_gen: 2.582218647003174 (2.4758925191287338) | > loss_kl: 2.1217401027679443 (2.0492066279474095) | > loss_feat: 7.367673397064209 (6.937958428852236) | > loss_mel: 16.694454193115234 (16.84720871067346) | > loss_duration: 2.2422690391540527 (2.04843283409609) | > loss_1: 31.00835609436035 (30.358699075106916) | > grad_norm_1: tensor(291.3657, device='cuda:0') (tensor(224.6215, device='cuda:0')) | > current_lr_0: 0.00017713900794736202 | > current_lr_1: 0.00017713900794736202 | > step_time: 0.5655 (0.4045901096726659) | > loader_time: 0.0076 (0.006318859919485254)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2873008251190186 (2.2873008251190186) | > loss_disc_real_0: 0.054798055440187454 (0.054798055440187454) | > loss_disc_real_1: 0.20632287859916687 (0.20632287859916687) | > loss_disc_real_2: 0.29117757081985474 (0.29117757081985474) | > loss_disc_real_3: 0.2642616331577301 (0.2642616331577301) | > loss_disc_real_4: 0.2642320394515991 (0.2642320394515991) | > loss_disc_real_5: 0.19391366839408875 (0.19391366839408875) | > loss_0: 2.2873008251190186 (2.2873008251190186) | > loss_gen: 2.603376865386963 (2.603376865386963) | > loss_kl: 2.3262226581573486 (2.3262226581573486) | > loss_feat: 7.287247657775879 (7.287247657775879) | > loss_mel: 17.699338912963867 (17.699338912963867) | > loss_duration: 3.0243468284606934 (3.0243468284606934) | > loss_1: 32.94053268432617 (32.94053268432617)  --> STEP: 1 | > loss_disc: 2.145181655883789 (2.145181655883789) | > loss_disc_real_0: 0.08903054147958755 (0.08903054147958755) | > loss_disc_real_1: 0.23423604667186737 (0.23423604667186737) | > loss_disc_real_2: 0.19664931297302246 (0.19664931297302246) | > loss_disc_real_3: 0.2562774121761322 (0.2562774121761322) | > loss_disc_real_4: 0.2157967984676361 (0.2157967984676361) | > loss_disc_real_5: 0.22873075306415558 (0.22873075306415558) | > loss_0: 2.145181655883789 (2.145181655883789) | > loss_gen: 2.846263885498047 (2.846263885498047) | > loss_kl: 3.2826805114746094 (3.2826805114746094) | > loss_feat: 5.74679708480835 (5.74679708480835) | > loss_mel: 16.689062118530273 (16.689062118530273) | > loss_duration: 2.4466640949249268 (2.4466640949249268) | > loss_1: 31.0114688873291 (31.0114688873291)  --> STEP: 2 | > loss_disc: 2.4586803913116455 (2.3019310235977173) | > loss_disc_real_0: 0.1366775929927826 (0.11285406723618507) | > loss_disc_real_1: 0.305927574634552 (0.2700818106532097) | > loss_disc_real_2: 0.29445120692253113 (0.2455502599477768) | > loss_disc_real_3: 0.23467223346233368 (0.24547482281923294) | > loss_disc_real_4: 0.27122658491134644 (0.24351169168949127) | > loss_disc_real_5: 0.28911280632019043 (0.258921779692173) | > loss_0: 2.4586803913116455 (2.3019310235977173) | > loss_gen: 2.6621809005737305 (2.7542223930358887) | > loss_kl: 2.751296281814575 (3.0169883966445923) | > loss_feat: 5.982558727264404 (5.864677906036377) | > loss_mel: 16.53477668762207 (16.611919403076172) | > loss_duration: 2.440730094909668 (2.4436970949172974) | > loss_1: 30.371543884277344 (30.691506385803223)  --> STEP: 3 | > loss_disc: 2.1974239349365234 (2.2670953273773193) | > loss_disc_real_0: 0.14355452358722687 (0.12308755268653233) | > loss_disc_real_1: 0.2154829502105713 (0.2518821905056636) | > loss_disc_real_2: 0.18682819604873657 (0.2259762386480967) | > loss_disc_real_3: 0.20885050296783447 (0.23326671620210013) | > loss_disc_real_4: 0.2815353572368622 (0.25618624687194824) | > loss_disc_real_5: 0.2433519810438156 (0.2537318468093872) | > loss_0: 2.1974239349365234 (2.2670953273773193) | > loss_gen: 3.0387258529663086 (2.849056879679362) | > loss_kl: 2.966021776199341 (2.999999523162842) | > loss_feat: 7.116621971130371 (6.281992594401042) | > loss_mel: 17.019989013671875 (16.747942606608074) | > loss_duration: 2.423218250274658 (2.436870813369751) | > loss_1: 32.5645751953125 (31.31586265563965)  --> STEP: 4 | > loss_disc: 2.286104202270508 (2.2718475461006165) | > loss_disc_real_0: 0.08210107684135437 (0.11284093372523785) | > loss_disc_real_1: 0.23065395653247833 (0.24657513201236725) | > loss_disc_real_2: 0.2877746522426605 (0.24142584204673767) | > loss_disc_real_3: 0.23954902589321136 (0.23483729362487793) | > loss_disc_real_4: 0.23062723875045776 (0.24979649484157562) | > loss_disc_real_5: 0.2220131754875183 (0.24580217897891998) | > loss_0: 2.286104202270508 (2.2718475461006165) | > loss_gen: 2.5904946327209473 (2.7844163179397583) | > loss_kl: 4.232691764831543 (3.308172583580017) | > loss_feat: 7.817554473876953 (6.6658830642700195) | > loss_mel: 17.325685501098633 (16.892378330230713) | > loss_duration: 2.429513931274414 (2.4350315928459167) | > loss_1: 34.395938873291016 (32.08588171005249)  --> STEP: 5 | > loss_disc: 2.1984691619873047 (2.257171869277954) | > loss_disc_real_0: 0.09906437993049622 (0.11008562296628951) | > loss_disc_real_1: 0.23924346268177032 (0.24510879814624786) | > loss_disc_real_2: 0.26894912123680115 (0.24693049788475036) | > loss_disc_real_3: 0.24818174540996552 (0.23750618398189544) | > loss_disc_real_4: 0.20810838043689728 (0.24145887196063995) | > loss_disc_real_5: 0.2025396078824997 (0.23714966475963592) | > loss_0: 2.1984691619873047 (2.257171869277954) | > loss_gen: 2.7039451599121094 (2.7683220863342286) | > loss_kl: 3.188469648361206 (3.284231996536255) | > loss_feat: 5.855339050292969 (6.503774261474609) | > loss_mel: 17.717731475830078 (17.057448959350587) | > loss_duration: 2.3672168254852295 (2.421468639373779) | > loss_1: 31.832700729370117 (32.03524551391602)  --> STEP: 6 | > loss_disc: 2.369269847869873 (2.2758548657099404) | > loss_disc_real_0: 0.0810781866312027 (0.10525105024377505) | > loss_disc_real_1: 0.24524953961372375 (0.24513225505749384) | > loss_disc_real_2: 0.26321354508399963 (0.24964433908462524) | > loss_disc_real_3: 0.27124711871147156 (0.24312967310349146) | > loss_disc_real_4: 0.26736921072006226 (0.245777261753877) | > loss_disc_real_5: 0.3027723431587219 (0.24808677782615027) | > loss_0: 2.369269847869873 (2.2758548657099404) | > loss_gen: 2.482924461364746 (2.7207558155059814) | > loss_kl: 3.212536573410034 (3.2722827593485513) | > loss_feat: 4.622335910797119 (6.190201203028361) | > loss_mel: 17.271453857421875 (17.09311644236247) | > loss_duration: 2.2136263847351074 (2.3868282636006675) | > loss_1: 29.802879333496094 (31.663184483846027)  --> STEP: 7 | > loss_disc: 2.422319173812866 (2.2967783382960727) | > loss_disc_real_0: 0.10765531659126282 (0.10559451686484474) | > loss_disc_real_1: 0.3458452522754669 (0.25951982608863283) | > loss_disc_real_2: 0.2731647193431854 (0.2530043934072767) | > loss_disc_real_3: 0.27189600467681885 (0.24723914904253824) | > loss_disc_real_4: 0.2768341600894928 (0.2502139615161078) | > loss_disc_real_5: 0.2430127114057541 (0.24736191119466508) | > loss_0: 2.422319173812866 (2.2967783382960727) | > loss_gen: 2.7312800884246826 (2.722259283065796) | > loss_kl: 4.090889930725098 (3.389226640973772) | > loss_feat: 6.298357009887695 (6.205652032579694) | > loss_mel: 17.955982208251953 (17.21638298034668) | > loss_duration: 2.663362503051758 (2.426333154950823) | > loss_1: 33.739871978759766 (31.959854125976562)  --> STEP: 8 | > loss_disc: 2.195920944213867 (2.284171164035797) | > loss_disc_real_0: 0.13960102200508118 (0.10984533000737429) | > loss_disc_real_1: 0.24974128603935242 (0.2582975085824728) | > loss_disc_real_2: 0.17491431534290314 (0.24324313364923) | > loss_disc_real_3: 0.24177305400371552 (0.2465558871626854) | > loss_disc_real_4: 0.2049802541732788 (0.24455974809825418) | > loss_disc_real_5: 0.18059466779232025 (0.239016005769372) | > loss_0: 2.195920944213867 (2.284171164035797) | > loss_gen: 2.561290979385376 (2.7021382451057434) | > loss_kl: 3.1717329025268555 (3.3620399236679077) | > loss_feat: 8.650280952453613 (6.511230647563934) | > loss_mel: 17.617538452148438 (17.2665274143219) | > loss_duration: 2.2756683826446533 (2.407500058412552) | > loss_1: 34.276512145996094 (32.249436378479004)  --> STEP: 9 | > loss_disc: 2.4101076126098633 (2.2981641027662487) | > loss_disc_real_0: 0.10368562489748001 (0.10916091832849714) | > loss_disc_real_1: 0.22106416523456573 (0.25416047043270534) | > loss_disc_real_2: 0.2816450297832489 (0.24751001099745432) | > loss_disc_real_3: 0.2689771056175232 (0.24904713365766737) | > loss_disc_real_4: 0.2801072895526886 (0.2485094749265247) | > loss_disc_real_5: 0.3004060685634613 (0.24583712385760415) | > loss_0: 2.4101076126098633 (2.2981641027662487) | > loss_gen: 2.8306450843811035 (2.7164167828030057) | > loss_kl: 2.4742379188537598 (3.2633952564663358) | > loss_feat: 9.35477352142334 (6.8271798557705345) | > loss_mel: 17.83133316040039 (17.32928360833062) | > loss_duration: 2.196516275405884 (2.3840574158562555) | > loss_1: 34.68750762939453 (32.520333184136284)  --> STEP: 10 | > loss_disc: 2.3594319820404053 (2.3042908906936646) | > loss_disc_real_0: 0.09278624504804611 (0.10752345100045205) | > loss_disc_real_1: 0.19232840836048126 (0.24797726422548294) | > loss_disc_real_2: 0.3123016059398651 (0.2539891704916954) | > loss_disc_real_3: 0.24576130509376526 (0.24871855080127717) | > loss_disc_real_4: 0.26329201459884644 (0.24998772889375687) | > loss_disc_real_5: 0.1764948070049286 (0.23890289217233657) | > loss_0: 2.3594319820404053 (2.3042908906936646) | > loss_gen: 2.7384414672851562 (2.7186192512512206) | > loss_kl: 2.946476697921753 (3.2317034006118774) | > loss_feat: 7.522134304046631 (6.896675300598145) | > loss_mel: 18.74003028869629 (17.470358276367186) | > loss_duration: 2.473367214202881 (2.392988395690918) | > loss_1: 34.420448303222656 (32.71034469604492)  --> STEP: 11 | > loss_disc: 2.441711902618408 (2.3167837099595503) | > loss_disc_real_0: 0.11418591439723969 (0.1081291294910691) | > loss_disc_real_1: 0.2418561577796936 (0.24742080000313846) | > loss_disc_real_2: 0.2473287135362625 (0.2533836744048379) | > loss_disc_real_3: 0.3030368983745575 (0.2536565823988481) | > loss_disc_real_4: 0.23738524317741394 (0.24884204837408933) | > loss_disc_real_5: 0.2744188606739044 (0.24213161658157) | > loss_0: 2.441711902618408 (2.3167837099595503) | > loss_gen: 2.4835476875305176 (2.697249109094793) | > loss_kl: 3.433143138885498 (3.2500161040912974) | > loss_feat: 5.6106696128845215 (6.779765692624179) | > loss_mel: 17.218931198120117 (17.447501269253817) | > loss_duration: 2.521791934967041 (2.404697808352384) | > loss_1: 31.268083572387695 (32.57923004843972)  --> STEP: 12 | > loss_disc: 2.3955323696136475 (2.3233460982640586) | > loss_disc_real_0: 0.10293355584144592 (0.10769616502026717) | > loss_disc_real_1: 0.2654106616973877 (0.24891995514432588) | > loss_disc_real_2: 0.2606486678123474 (0.2539890905221303) | > loss_disc_real_3: 0.23220400512218475 (0.2518688676257928) | > loss_disc_real_4: 0.2727952003479004 (0.25083814437190693) | > loss_disc_real_5: 0.24104447662830353 (0.24204102158546448) | > loss_0: 2.3955323696136475 (2.3233460982640586) | > loss_gen: 2.7043752670288086 (2.6978429555892944) | > loss_kl: 2.8194081783294678 (3.2141321102778115) | > loss_feat: 6.7044596672058105 (6.7734901905059814) | > loss_mel: 17.216245651245117 (17.428229967753094) | > loss_duration: 2.3132636547088623 (2.397078295548757) | > loss_1: 31.75775146484375 (32.510773499806724)  --> STEP: 13 | > loss_disc: 2.3456344604492188 (2.325060587662917) | > loss_disc_real_0: 0.11179695278406143 (0.10801161023286673) | > loss_disc_real_1: 0.22674468159675598 (0.2472141648714359) | > loss_disc_real_2: 0.28340479731559753 (0.2562518371985509) | > loss_disc_real_3: 0.19408512115478516 (0.24742396405109993) | > loss_disc_real_4: 0.22408387064933777 (0.24878012331632468) | > loss_disc_real_5: 0.20636767148971558 (0.23929691773194534) | > loss_0: 2.3456344604492188 (2.325060587662917) | > loss_gen: 2.446202278137207 (2.6784859804006724) | > loss_kl: 3.162207841873169 (3.2101379357851467) | > loss_feat: 5.57663106918335 (6.681424104250395) | > loss_mel: 15.42795467376709 (17.274362637446476) | > loss_duration: 2.2316458225250244 (2.3843527207007775) | > loss_1: 28.844640731811523 (32.22876328688402)  --> STEP: 14 | > loss_disc: 2.404932737350464 (2.3307657412120273) | > loss_disc_real_0: 0.08045311272144318 (0.10604314612490791) | > loss_disc_real_1: 0.2538698613643646 (0.24768957176378795) | > loss_disc_real_2: 0.2875615060329437 (0.25848824211529325) | > loss_disc_real_3: 0.26430800557136536 (0.24862996701683318) | > loss_disc_real_4: 0.2573617994785309 (0.2493931001850537) | > loss_disc_real_5: 0.2721524238586426 (0.24164373959813798) | > loss_0: 2.404932737350464 (2.3307657412120273) | > loss_gen: 2.7755043506622314 (2.6854158639907837) | > loss_kl: 3.8359198570251465 (3.2548366444451466) | > loss_feat: 6.410733222961426 (6.662089041301182) | > loss_mel: 18.370094299316406 (17.3526291847229) | > loss_duration: 2.3741650581359863 (2.383625030517578) | > loss_1: 33.76641845703125 (32.33859579903739)  --> STEP: 15 | > loss_disc: 2.396174907684326 (2.335126352310181) | > loss_disc_real_0: 0.11336974799633026 (0.1065315862496694) | > loss_disc_real_1: 0.23773407936096191 (0.2470258722702662) | > loss_disc_real_2: 0.3446289002895355 (0.26423095266024277) | > loss_disc_real_3: 0.23980197310447693 (0.24804143408934276) | > loss_disc_real_4: 0.2725854814052582 (0.25093925893306734) | > loss_disc_real_5: 0.1532038152217865 (0.23574774463971457) | > loss_0: 2.396174907684326 (2.335126352310181) | > loss_gen: 2.6088857650756836 (2.6803138573964436) | > loss_kl: 3.773468017578125 (3.2894120693206785) | > loss_feat: 7.394478797912598 (6.710915025075277) | > loss_mel: 17.434066772460938 (17.358058357238768) | > loss_duration: 2.4847519397735596 (2.3903668244679768) | > loss_1: 33.69565200805664 (32.42906621297201)  --> STEP: 16 | > loss_disc: 2.3107759952545166 (2.3336044549942017) | > loss_disc_real_0: 0.09861308336257935 (0.10603667981922626) | > loss_disc_real_1: 0.3391262888908386 (0.252782148309052) | > loss_disc_real_2: 0.31399717926979065 (0.2673413418233395) | > loss_disc_real_3: 0.29881197214126587 (0.25121459271758795) | > loss_disc_real_4: 0.23643513023853302 (0.25003275088965893) | > loss_disc_real_5: 0.18525806069374084 (0.2325921393930912) | > loss_0: 2.3107759952545166 (2.3336044549942017) | > loss_gen: 2.8385274410247803 (2.6902022063732147) | > loss_kl: 3.1051557064056396 (3.2778960466384888) | > loss_feat: 8.63393783569336 (6.831103950738907) | > loss_mel: 16.6694278717041 (17.315018951892853) | > loss_duration: 2.4606690406799316 (2.394760712981224) | > loss_1: 33.70771789550781 (32.50898194313049)  --> STEP: 17 | > loss_disc: 2.4158287048339844 (2.3384411755730126) | > loss_disc_real_0: 0.10740447789430618 (0.10611713852952509) | > loss_disc_real_1: 0.26477721333503723 (0.2534877403694041) | > loss_disc_real_2: 0.3221513330936432 (0.2705654589568868) | > loss_disc_real_3: 0.2799403965473175 (0.25290434588404265) | > loss_disc_real_4: 0.27519580721855164 (0.25151293067371144) | > loss_disc_real_5: 0.2738490700721741 (0.23501901766833136) | > loss_0: 2.4158287048339844 (2.3384411755730126) | > loss_gen: 2.6741766929626465 (2.6892595291137695) | > loss_kl: 2.970405101776123 (3.2598083439995262) | > loss_feat: 5.572870254516602 (6.757090203902301) | > loss_mel: 15.836650848388672 (17.22805612227496) | > loss_duration: 2.4394164085388184 (2.397387518602259) | > loss_1: 29.493520736694336 (32.33160187216366)  --> STEP: 18 | > loss_disc: 2.5548641681671143 (2.3504646751615734) | > loss_disc_real_0: 0.18824340403079987 (0.11067970883515146) | > loss_disc_real_1: 0.22206920385360718 (0.25174226611852646) | > loss_disc_real_2: 0.23706482350826263 (0.26870431254307436) | > loss_disc_real_3: 0.2764621078968048 (0.2542131104403072) | > loss_disc_real_4: 0.29492634534835815 (0.25392478704452515) | > loss_disc_real_5: 0.2899174988269806 (0.23806893328825632) | > loss_0: 2.5548641681671143 (2.3504646751615734) | > loss_gen: 2.4728426933288574 (2.6772363715701633) | > loss_kl: 2.5398378372192383 (3.219809982511732) | > loss_feat: 6.301206588745117 (6.731763336393568) | > loss_mel: 17.377614974975586 (17.236364947424995) | > loss_duration: 2.2685348987579346 (2.3902290397220187) | > loss_1: 30.960037231445312 (32.2554038365682)  --> STEP: 19 | > loss_disc: 2.5379433631896973 (2.360331974531475) | > loss_disc_real_0: 0.16115422546863556 (0.11333626234217693) | > loss_disc_real_1: 0.24422375857830048 (0.25134655519535665) | > loss_disc_real_2: 0.23037253320217133 (0.26668685047250057) | > loss_disc_real_3: 0.26935893297195435 (0.2550102589946044) | > loss_disc_real_4: 0.2960566282272339 (0.2561422523699309) | > loss_disc_real_5: 0.2798881232738495 (0.24026994328749807) | > loss_0: 2.5379433631896973 (2.360331974531475) | > loss_gen: 2.732452869415283 (2.680142503035696) | > loss_kl: 2.600829601287842 (3.187232067710475) | > loss_feat: 6.939799785614014 (6.742712623194644) | > loss_mel: 17.060205459594727 (17.22709339543393) | > loss_duration: 2.3427786827087402 (2.3877316525107934) | > loss_1: 31.67606544494629 (32.224912342272304)  --> STEP: 20 | > loss_disc: 2.2721924781799316 (2.355924999713898) | > loss_disc_real_0: 0.08183620125055313 (0.11176125928759575) | > loss_disc_real_1: 0.17656229436397552 (0.2476073421537876) | > loss_disc_real_2: 0.23703408241271973 (0.26520421206951156) | > loss_disc_real_3: 0.3134215772151947 (0.2579308249056339) | > loss_disc_real_4: 0.2717563211917877 (0.2569229558110237) | > loss_disc_real_5: 0.2593931555747986 (0.2412261039018631) | > loss_0: 2.2721924781799316 (2.355924999713898) | > loss_gen: 2.7773661613464355 (2.6850036859512327) | > loss_kl: 2.167236328125 (3.136232280731201) | > loss_feat: 6.523526668548584 (6.731753325462341) | > loss_mel: 18.436023712158203 (17.28753991127014) | > loss_duration: 2.287508010864258 (2.382720470428467) | > loss_1: 32.1916618347168 (32.22324981689453)  --> STEP: 21 | > loss_disc: 2.1568875312805176 (2.346447025026594) | > loss_disc_real_0: 0.09290207177400589 (0.11086320273932956) | > loss_disc_real_1: 0.2811488211154938 (0.2492045554376784) | > loss_disc_real_2: 0.30330589413642883 (0.2670185778822219) | > loss_disc_real_3: 0.2217264473438263 (0.2562068069265002) | > loss_disc_real_4: 0.1820467710494995 (0.2533574232033321) | > loss_disc_real_5: 0.18731647729873657 (0.23865897882552373) | > loss_0: 2.1568875312805176 (2.346447025026594) | > loss_gen: 3.0761616230010986 (2.703630254382179) | > loss_kl: 1.9941884279251099 (3.0818492401213873) | > loss_feat: 6.721623420715332 (6.731270949045817) | > loss_mel: 13.813809394836426 (17.122124172392347) | > loss_duration: 2.1730189323425293 (2.372734682900565) | > loss_1: 27.7788028717041 (32.011609486171174)  --> STEP: 22 | > loss_disc: 2.524287223815918 (2.354530670426109) | > loss_disc_real_0: 0.12421931326389313 (0.11147029867226427) | > loss_disc_real_1: 0.30713459849357605 (0.25183773921294644) | > loss_disc_real_2: 0.26354342699050903 (0.26686061647805315) | > loss_disc_real_3: 0.2285141944885254 (0.2549480518156832) | > loss_disc_real_4: 0.3023793399333954 (0.25558569214560767) | > loss_disc_real_5: 0.24983179569244385 (0.23916683413765646) | > loss_0: 2.524287223815918 (2.354530670426109) | > loss_gen: 2.5540261268615723 (2.696830066767606) | > loss_kl: 2.3786587715148926 (3.0498860370029104) | > loss_feat: 7.269190311431885 (6.755721829154274) | > loss_mel: 18.398466110229492 (17.18013971502131) | > loss_duration: 2.215832233428955 (2.3656027533791284) | > loss_1: 32.8161735534668 (32.04818058013915)  --> STEP: 23 | > loss_disc: 2.571251153945923 (2.363953300144362) | > loss_disc_real_0: 0.14708653092384338 (0.11301883050928944) | > loss_disc_real_1: 0.2259799838066101 (0.25071348897788837) | > loss_disc_real_2: 0.37946030497550964 (0.27175625510837736) | > loss_disc_real_3: 0.2514623701572418 (0.25479650043922925) | > loss_disc_real_4: 0.27919527888298035 (0.2566121959167978) | > loss_disc_real_5: 0.2803444564342499 (0.24095716554185617) | > loss_0: 2.571251153945923 (2.363953300144362) | > loss_gen: 2.7209904193878174 (2.6978805168815283) | > loss_kl: 2.81703782081604 (3.0397622015165244) | > loss_feat: 7.6649298667907715 (6.79525261339934) | > loss_mel: 16.880779266357422 (17.16712404334027) | > loss_duration: 2.320246696472168 (2.363630750904913) | > loss_1: 32.40398406982422 (32.063650297081985)  --> STEP: 24 | > loss_disc: 2.3320701122283936 (2.3626248339811964) | > loss_disc_real_0: 0.10434368997812271 (0.11265736632049084) | > loss_disc_real_1: 0.28249281644821167 (0.25203762762248516) | > loss_disc_real_2: 0.22401168942451477 (0.2697668982048831) | > loss_disc_real_3: 0.23160353302955627 (0.25383012679715955) | > loss_disc_real_4: 0.24431803822517395 (0.2560999393463135) | > loss_disc_real_5: 0.3138616383075714 (0.24399485190709433) | > loss_0: 2.3320701122283936 (2.3626248339811964) | > loss_gen: 2.794332981109619 (2.7018993695576987) | > loss_kl: 2.3849079608917236 (3.012476608157158) | > loss_feat: 9.345236778259277 (6.901501953601837) | > loss_mel: 19.270706176757812 (17.254773298899334) | > loss_duration: 2.462432384490967 (2.3677474856376652) | > loss_1: 36.25761795043945 (32.238398949305214)  --> STEP: 25 | > loss_disc: 2.540613889694214 (2.369744396209717) | > loss_disc_real_0: 0.24033641815185547 (0.11776452839374542) | > loss_disc_real_1: 0.2993422746658325 (0.25392981350421906) | > loss_disc_real_2: 0.20938555896282196 (0.26735164463520067) | > loss_disc_real_3: 0.25451982021331787 (0.2538577145338059) | > loss_disc_real_4: 0.3194480538368225 (0.25863386392593385) | > loss_disc_real_5: 0.2814515233039856 (0.24549311876296998) | > loss_0: 2.540613889694214 (2.369744396209717) | > loss_gen: 2.7891643047332764 (2.705389966964722) | > loss_kl: 2.862269401550293 (3.006468319892883) | > loss_feat: 8.861727714538574 (6.979910984039306) | > loss_mel: 14.16696548461914 (17.131260986328126) | > loss_duration: 2.400899887084961 (2.3690735816955573) | > loss_1: 31.081026077270508 (32.19210403442383)  --> STEP: 26 | > loss_disc: 2.5599803924560547 (2.3770611652961144) | > loss_disc_real_0: 0.14163410663604736 (0.11868258909537242) | > loss_disc_real_1: 0.14070895314216614 (0.24957516502875549) | > loss_disc_real_2: 0.13974089920520782 (0.2624435390417394) | > loss_disc_real_3: 0.2273203581571579 (0.2528370469808579) | > loss_disc_real_4: 0.3527494966983795 (0.2622536959556433) | > loss_disc_real_5: 0.3770958483219147 (0.25055476220754475) | > loss_0: 2.5599803924560547 (2.3770611652961144) | > loss_gen: 2.199971914291382 (2.68595081109267) | > loss_kl: 2.2963707447052 (2.979156874693357) | > loss_feat: 7.213737964630127 (6.988904329446646) | > loss_mel: 18.746244430541992 (17.193375734182503) | > loss_duration: 2.3400392532348633 (2.367956876754761) | > loss_1: 32.796363830566406 (32.21534479581393) --> EVAL PERFORMANCE | > avg_loader_time: 0.002616121218754695 (+0.00016307830810546875) | > avg_loss_disc: 2.3770611652961144 (-0.12643725138444184) | > avg_loss_disc_real_0: 0.11868258909537242 (-0.029400544384351093) | > avg_loss_disc_real_1: 0.24957516502875549 (+0.03365288159021965) | > avg_loss_disc_real_2: 0.2624435390417394 (-0.0031395078851623737) | > avg_loss_disc_real_3: 0.2528370469808579 (-0.01858800133833516) | > avg_loss_disc_real_4: 0.2622536959556433 (-0.03685748290557134) | > avg_loss_disc_real_5: 0.25055476220754475 (-0.020496473862574693) | > avg_loss_0: 2.3770611652961144 (-0.12643725138444184) | > avg_loss_gen: 2.68595081109267 (+0.1863030378635111) | > avg_loss_kl: 2.979156874693357 (-0.12828574272302484) | > avg_loss_feat: 6.988904329446646 (+0.4485210088583136) | > avg_loss_mel: 17.193375734182503 (+0.19313210707444384) | > avg_loss_duration: 2.367956876754761 (-0.016915009571955242) | > avg_loss_1: 32.21534479581393 (+0.6827559104332543)  > EPOCH: 972/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:23:42)   --> TIME: 2024-06-12 10:23:48 -- STEP: 14/330 -- GLOBAL_STEP: 408775 | > loss_disc: 2.4301514625549316 (2.3310808624540056) | > loss_disc_real_0: 0.10618846118450165 (0.10239331530673164) | > loss_disc_real_1: 0.23587976396083832 (0.1950522448335375) | > loss_disc_real_2: 0.2604863941669464 (0.20983887250934327) | > loss_disc_real_3: 0.29641374945640564 (0.22493021296603338) | > loss_disc_real_4: 0.23185943067073822 (0.23553135884659632) | > loss_disc_real_5: 0.21833772957324982 (0.21662050592047827) | > loss_0: 2.4301514625549316 (2.3310808624540056) | > grad_norm_0: tensor(9.7170, device='cuda:0') (tensor(10.6667, device='cuda:0')) | > loss_gen: 2.4805681705474854 (2.526405760220119) | > loss_kl: 1.810213565826416 (1.9086559414863586) | > loss_feat: 7.289521217346191 (6.9721934114183695) | > loss_mel: 17.240602493286133 (17.61929730006627) | > loss_duration: 1.962244987487793 (2.048430229936327) | > loss_1: 30.78314971923828 (31.074981961931503) | > grad_norm_1: tensor(62.4020, device='cuda:0') (tensor(145.5727, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3767 (0.366646340915135) | > loader_time: 0.0034 (0.003364818436758859)  --> TIME: 2024-06-12 10:23:57 -- STEP: 39/330 -- GLOBAL_STEP: 408800 | > loss_disc: 2.2577149868011475 (2.3303621976803512) | > loss_disc_real_0: 0.09930683672428131 (0.10509255375617589) | > loss_disc_real_1: 0.18525438010692596 (0.19145898788403243) | > loss_disc_real_2: 0.2351468801498413 (0.20923066597718454) | > loss_disc_real_3: 0.20921294391155243 (0.22539534744543907) | > loss_disc_real_4: 0.21409371495246887 (0.23234899265643877) | > loss_disc_real_5: 0.20825642347335815 (0.22222181657950082) | > loss_0: 2.2577149868011475 (2.3303621976803512) | > grad_norm_0: tensor(10.9961, device='cuda:0') (tensor(11.1211, device='cuda:0')) | > loss_gen: 2.6138386726379395 (2.5177731941907835) | > loss_kl: 1.9421788454055786 (1.9355437052555573) | > loss_feat: 7.185964584350586 (7.016810148190229) | > loss_mel: 17.024534225463867 (17.28836485055776) | > loss_duration: 2.000577449798584 (1.9938488006591797) | > loss_1: 30.767093658447266 (30.752340414585213) | > grad_norm_1: tensor(106.0629, device='cuda:0') (tensor(119.9198, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3722 (0.36600762147169846) | > loader_time: 0.004 (0.003467816572922927)  --> TIME: 2024-06-12 10:24:07 -- STEP: 64/330 -- GLOBAL_STEP: 408825 | > loss_disc: 2.375265598297119 (2.3423491418361673) | > loss_disc_real_0: 0.13245949149131775 (0.10723321256227791) | > loss_disc_real_1: 0.2006155103445053 (0.19463631277903914) | > loss_disc_real_2: 0.1849837601184845 (0.20927605614997444) | > loss_disc_real_3: 0.22766444087028503 (0.2260845578275621) | > loss_disc_real_4: 0.2341776192188263 (0.23214067169465125) | > loss_disc_real_5: 0.25671347975730896 (0.22326721367426217) | > loss_0: 2.375265598297119 (2.3423491418361673) | > grad_norm_0: tensor(9.1567, device='cuda:0') (tensor(10.3633, device='cuda:0')) | > loss_gen: 2.5112836360931396 (2.510833993554115) | > loss_kl: 2.1359124183654785 (1.9702145271003246) | > loss_feat: 7.812850475311279 (7.0770536586642265) | > loss_mel: 17.980627059936523 (17.283127352595322) | > loss_duration: 1.9780081510543823 (1.9788452927023172) | > loss_1: 32.41868209838867 (30.8200746178627) | > grad_norm_1: tensor(182.8111, device='cuda:0') (tensor(118.6958, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3847 (0.3671659417450428) | > loader_time: 0.0036 (0.0036879591643810272)  --> TIME: 2024-06-12 10:24:16 -- STEP: 89/330 -- GLOBAL_STEP: 408850 | > loss_disc: 2.316370964050293 (2.348889924167247) | > loss_disc_real_0: 0.15387126803398132 (0.10844096223290046) | > loss_disc_real_1: 0.191224604845047 (0.19466136446159876) | > loss_disc_real_2: 0.20595791935920715 (0.20809732109643092) | > loss_disc_real_3: 0.223439559340477 (0.22749851694267786) | > loss_disc_real_4: 0.23345373570919037 (0.23374721675776364) | > loss_disc_real_5: 0.2064596563577652 (0.22279258407233807) | > loss_0: 2.316370964050293 (2.348889924167247) | > grad_norm_0: tensor(7.0034, device='cuda:0') (tensor(11.1265, device='cuda:0')) | > loss_gen: 2.523700475692749 (2.500124561652708) | > loss_kl: 1.8230708837509155 (1.985726791821169) | > loss_feat: 6.780755519866943 (7.0435326554802025) | > loss_mel: 16.79424285888672 (17.18317735864875) | > loss_duration: 1.9892833232879639 (1.9743991259778484) | > loss_1: 29.911052703857422 (30.68696030606045) | > grad_norm_1: tensor(96.8700, device='cuda:0') (tensor(132.7035, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3589 (0.3670861881770445) | > loader_time: 0.0038 (0.0037720069456636234)  --> TIME: 2024-06-12 10:24:26 -- STEP: 114/330 -- GLOBAL_STEP: 408875 | > loss_disc: 2.3151535987854004 (2.3536532845413474) | > loss_disc_real_0: 0.1254127025604248 (0.10959128107418094) | > loss_disc_real_1: 0.1846495270729065 (0.19418451137710036) | > loss_disc_real_2: 0.19343437254428864 (0.20999769056052486) | > loss_disc_real_3: 0.2167988270521164 (0.2282210862950275) | > loss_disc_real_4: 0.22295475006103516 (0.23476222719539674) | > loss_disc_real_5: 0.21098822355270386 (0.2230838061424724) | > loss_0: 2.3151535987854004 (2.3536532845413474) | > grad_norm_0: tensor(8.2347, device='cuda:0') (tensor(11.3587, device='cuda:0')) | > loss_gen: 2.5191116333007812 (2.4968348030458407) | > loss_kl: 2.198618173599243 (1.9942897715066608) | > loss_feat: 6.575781345367432 (7.031711992464568) | > loss_mel: 17.50675392150879 (17.164638862275243) | > loss_duration: 2.0054280757904053 (1.9760284779364603) | > loss_1: 30.805694580078125 (30.663503914548638) | > grad_norm_1: tensor(145.2313, device='cuda:0') (tensor(135.7220, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3713 (0.36864548817015536) | > loader_time: 0.004 (0.0038314953184964366)  --> TIME: 2024-06-12 10:24:35 -- STEP: 139/330 -- GLOBAL_STEP: 408900 | > loss_disc: 2.5232298374176025 (2.356785506653271) | > loss_disc_real_0: 0.11633032560348511 (0.11014380724095613) | > loss_disc_real_1: 0.1877444088459015 (0.19402573713295757) | > loss_disc_real_2: 0.2115509957075119 (0.21086686645909175) | > loss_disc_real_3: 0.22255463898181915 (0.22837376133572285) | > loss_disc_real_4: 0.22716109454631805 (0.23445822159163385) | > loss_disc_real_5: 0.2152172327041626 (0.2232181302291884) | > loss_0: 2.5232298374176025 (2.356785506653271) | > grad_norm_0: tensor(12.2402, device='cuda:0') (tensor(11.0034, device='cuda:0')) | > loss_gen: 2.2948648929595947 (2.4938838053092676) | > loss_kl: 1.9052988290786743 (1.9952560586037396) | > loss_feat: 6.611518859863281 (7.00738961748082) | > loss_mel: 17.588993072509766 (17.167851818551267) | > loss_duration: 2.0500948429107666 (1.9823350083056113) | > loss_1: 30.45077133178711 (30.64671626193918) | > grad_norm_1: tensor(115.3573, device='cuda:0') (tensor(131.0273, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3635 (0.3708585131940225) | > loader_time: 0.0056 (0.0039137198770646565)  --> TIME: 2024-06-12 10:24:45 -- STEP: 164/330 -- GLOBAL_STEP: 408925 | > loss_disc: 2.242812156677246 (2.364932448398776) | > loss_disc_real_0: 0.09241814911365509 (0.11285732504798145) | > loss_disc_real_1: 0.20327982306480408 (0.1946081387378821) | > loss_disc_real_2: 0.1876157522201538 (0.21154724106919465) | > loss_disc_real_3: 0.24351322650909424 (0.22972471584997525) | > loss_disc_real_4: 0.22889235615730286 (0.23389774470067606) | > loss_disc_real_5: 0.19283254444599152 (0.22317367810301664) | > loss_0: 2.242812156677246 (2.364932448398776) | > grad_norm_0: tensor(24.1910, device='cuda:0') (tensor(12.7165, device='cuda:0')) | > loss_gen: 2.712291717529297 (2.489701810406476) | > loss_kl: 2.0464062690734863 (2.0017250202051025) | > loss_feat: 7.780710697174072 (6.981959526131791) | > loss_mel: 17.00691032409668 (17.14000686203562) | > loss_duration: 2.0749478340148926 (1.986741873549252) | > loss_1: 31.621265411376953 (30.600135105412182) | > grad_norm_1: tensor(434.4663, device='cuda:0') (tensor(155.0119, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3933 (0.37332000383516645) | > loader_time: 0.0043 (0.0039755251349472415)  --> TIME: 2024-06-12 10:24:56 -- STEP: 189/330 -- GLOBAL_STEP: 408950 | > loss_disc: 2.2734546661376953 (2.3629160747326243) | > loss_disc_real_0: 0.07176688313484192 (0.11297610382396708) | > loss_disc_real_1: 0.16495263576507568 (0.19430774379344218) | > loss_disc_real_2: 0.1556975394487381 (0.2108220190755904) | > loss_disc_real_3: 0.21104857325553894 (0.22939045041326492) | > loss_disc_real_4: 0.19411921501159668 (0.2345236237086947) | > loss_disc_real_5: 0.17397212982177734 (0.2226812302593201) | > loss_0: 2.2734546661376953 (2.3629160747326243) | > grad_norm_0: tensor(38.3274, device='cuda:0') (tensor(14.0307, device='cuda:0')) | > loss_gen: 2.609384059906006 (2.493727397666407) | > loss_kl: 2.140869140625 (2.007372912275729) | > loss_feat: 7.156049728393555 (6.983510426112582) | > loss_mel: 15.996968269348145 (17.10855443641623) | > loss_duration: 2.096813440322876 (1.995332922885027) | > loss_1: 30.000085830688477 (30.588498100401864) | > grad_norm_1: tensor(463.0469, device='cuda:0') (tensor(177.1364, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.3983 (0.37695540069903033) | > loader_time: 0.0051 (0.004071370634452373)  --> TIME: 2024-06-12 10:25:06 -- STEP: 214/330 -- GLOBAL_STEP: 408975 | > loss_disc: 2.4548943042755127 (2.3639002615046283) | > loss_disc_real_0: 0.16803385317325592 (0.11427127667398096) | > loss_disc_real_1: 0.19308803975582123 (0.19493010090054755) | > loss_disc_real_2: 0.2139512300491333 (0.210648769599812) | > loss_disc_real_3: 0.2638159394264221 (0.2295522800533571) | > loss_disc_real_4: 0.2658895254135132 (0.23488286492702004) | > loss_disc_real_5: 0.23806597292423248 (0.22295563723717896) | > loss_0: 2.4548943042755127 (2.3639002615046283) | > grad_norm_0: tensor(27.4569, device='cuda:0') (tensor(15.3183, device='cuda:0')) | > loss_gen: 2.462022304534912 (2.496490218929041) | > loss_kl: 1.9281641244888306 (2.0141721501528673) | > loss_feat: 6.361515998840332 (6.980200402090482) | > loss_mel: 16.60025978088379 (17.062941315018136) | > loss_duration: 2.113554000854492 (2.003701633939119) | > loss_1: 29.465517044067383 (30.557505732384797) | > grad_norm_1: tensor(268.0584, device='cuda:0') (tensor(197.2680, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.4003 (0.37978109578105906) | > loader_time: 0.0052 (0.004181840709436716)  --> TIME: 2024-06-12 10:25:16 -- STEP: 239/330 -- GLOBAL_STEP: 409000 | > loss_disc: 2.381409168243408 (2.367027169989742) | > loss_disc_real_0: 0.13280290365219116 (0.1152036511436666) | > loss_disc_real_1: 0.1942877322435379 (0.19555070908997352) | > loss_disc_real_2: 0.23364053666591644 (0.2112816134506688) | > loss_disc_real_3: 0.23253609240055084 (0.23015975559356322) | > loss_disc_real_4: 0.23791293799877167 (0.23423828857962556) | > loss_disc_real_5: 0.23692406713962555 (0.22273664700186901) | > loss_0: 2.381409168243408 (2.367027169989742) | > grad_norm_0: tensor(28.7669, device='cuda:0') (tensor(16.4397, device='cuda:0')) | > loss_gen: 2.5445549488067627 (2.4926837109122815) | > loss_kl: 2.1421849727630615 (2.0185522529370625) | > loss_feat: 6.8180036544799805 (6.971102255657626) | > loss_mel: 16.8725528717041 (17.026693016914145) | > loss_duration: 2.059825897216797 (2.0124770622373127) | > loss_1: 30.437122344970703 (30.52150834853679) | > grad_norm_1: tensor(129.2012, device='cuda:0') (tensor(213.9922, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.4125 (0.383293343388386) | > loader_time: 0.0054 (0.004313008057023687) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_409000.pth  --> TIME: 2024-06-12 10:25:32 -- STEP: 264/330 -- GLOBAL_STEP: 409025 | > loss_disc: 2.4855761528015137 (2.3706469725478785) | > loss_disc_real_0: 0.12026961147785187 (0.11660362780094147) | > loss_disc_real_1: 0.18701797723770142 (0.19588624409428151) | > loss_disc_real_2: 0.2470567524433136 (0.21126167910794413) | > loss_disc_real_3: 0.23976953327655792 (0.23007552585367) | > loss_disc_real_4: 0.23892641067504883 (0.23458131318065253) | > loss_disc_real_5: 0.25050580501556396 (0.2230546869563334) | > loss_0: 2.4855761528015137 (2.3706469725478785) | > grad_norm_0: tensor(28.1019, device='cuda:0') (tensor(17.1068, device='cuda:0')) | > loss_gen: 2.3392388820648193 (2.4863412009947226) | > loss_kl: 2.125016927719116 (2.0252785881360382) | > loss_feat: 6.246277809143066 (6.9560981266426305) | > loss_mel: 16.01951789855957 (16.98349858414043) | > loss_duration: 2.1382088661193848 (2.0206943682648926) | > loss_1: 28.86825942993164 (30.47191095352173) | > grad_norm_1: tensor(471.7631, device='cuda:0') (tensor(225.6444, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.4397 (0.38876192768414825) | > loader_time: 0.006 (0.004472234935471503)  --> TIME: 2024-06-12 10:25:44 -- STEP: 289/330 -- GLOBAL_STEP: 409050 | > loss_disc: 2.5048742294311523 (2.373396610306209) | > loss_disc_real_0: 0.16280892491340637 (0.1179873163209242) | > loss_disc_real_1: 0.2232189029455185 (0.19725522259733672) | > loss_disc_real_2: 0.24105140566825867 (0.211282363967087) | > loss_disc_real_3: 0.2645423114299774 (0.23004523084650402) | > loss_disc_real_4: 0.2824494540691376 (0.23432143723469703) | > loss_disc_real_5: 0.2513652443885803 (0.22250456571785224) | > loss_0: 2.5048742294311523 (2.373396610306209) | > grad_norm_0: tensor(36.1718, device='cuda:0') (tensor(18.0918, device='cuda:0')) | > loss_gen: 2.348365306854248 (2.4865790188931256) | > loss_kl: 2.121100902557373 (2.032582686021667) | > loss_feat: 6.17109489440918 (6.962258111234354) | > loss_mel: 15.328752517700195 (16.91634140542634) | > loss_duration: 2.1651077270507812 (2.030714787001429) | > loss_1: 28.134422302246094 (30.428476096024564) | > grad_norm_1: tensor(371.5428, device='cuda:0') (tensor(241.2913, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.4654 (0.3941718575038713) | > loader_time: 0.0062 (0.004628431425787585)  --> TIME: 2024-06-12 10:25:56 -- STEP: 314/330 -- GLOBAL_STEP: 409075 | > loss_disc: 2.3105061054229736 (2.3814371869822226) | > loss_disc_real_0: 0.10913826525211334 (0.1192850163265778) | > loss_disc_real_1: 0.17599652707576752 (0.19754240984559815) | > loss_disc_real_2: 0.1988217681646347 (0.21143215491323714) | > loss_disc_real_3: 0.197135791182518 (0.2303475667336944) | > loss_disc_real_4: 0.3268916606903076 (0.2354602453055655) | > loss_disc_real_5: 0.20139743387699127 (0.2230715917743695) | > loss_0: 2.3105061054229736 (2.3814371869822226) | > grad_norm_0: tensor(22.6393, device='cuda:0') (tensor(19.0541, device='cuda:0')) | > loss_gen: 2.670877695083618 (2.479923793464709) | > loss_kl: 2.01824688911438 (2.038354467054841) | > loss_feat: 7.323443412780762 (6.957662122264788) | > loss_mel: 16.188343048095703 (16.87104110049594) | > loss_duration: 2.240208625793457 (2.0440985021317846) | > loss_1: 30.441120147705078 (30.391080078805327) | > grad_norm_1: tensor(407.4182, device='cuda:0') (tensor(252.4686, device='cuda:0')) | > current_lr_0: 0.0001771168655713686 | > current_lr_1: 0.0001771168655713686 | > step_time: 0.5235 (0.40200771723583256) | > loader_time: 0.0085 (0.004828869157536014)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.41214919090271 (2.41214919090271) | > loss_disc_real_0: 0.15069986879825592 (0.15069986879825592) | > loss_disc_real_1: 0.20960675179958344 (0.20960675179958344) | > loss_disc_real_2: 0.18311011791229248 (0.18311011791229248) | > loss_disc_real_3: 0.22562262415885925 (0.22562262415885925) | > loss_disc_real_4: 0.3083231449127197 (0.3083231449127197) | > loss_disc_real_5: 0.2894437909126282 (0.2894437909126282) | > loss_0: 2.41214919090271 (2.41214919090271) | > loss_gen: 2.5768814086914062 (2.5768814086914062) | > loss_kl: 2.3780999183654785 (2.3780999183654785) | > loss_feat: 5.350933074951172 (5.350933074951172) | > loss_mel: 14.923009872436523 (14.923009872436523) | > loss_duration: 3.0717525482177734 (3.0717525482177734) | > loss_1: 28.300676345825195 (28.300676345825195)  --> STEP: 1 | > loss_disc: 2.384897470474243 (2.384897470474243) | > loss_disc_real_0: 0.13418443500995636 (0.13418443500995636) | > loss_disc_real_1: 0.16359904408454895 (0.16359904408454895) | > loss_disc_real_2: 0.21468918025493622 (0.21468918025493622) | > loss_disc_real_3: 0.29177215695381165 (0.29177215695381165) | > loss_disc_real_4: 0.2833735942840576 (0.2833735942840576) | > loss_disc_real_5: 0.26408007740974426 (0.26408007740974426) | > loss_0: 2.384897470474243 (2.384897470474243) | > loss_gen: 2.774834156036377 (2.774834156036377) | > loss_kl: 3.4238674640655518 (3.4238674640655518) | > loss_feat: 6.4608306884765625 (6.4608306884765625) | > loss_mel: 19.201616287231445 (19.201616287231445) | > loss_duration: 2.592325448989868 (2.592325448989868) | > loss_1: 34.45347595214844 (34.45347595214844)  --> STEP: 2 | > loss_disc: 2.492563247680664 (2.4387303590774536) | > loss_disc_real_0: 0.15871956944465637 (0.14645200222730637) | > loss_disc_real_1: 0.22798961400985718 (0.19579432904720306) | > loss_disc_real_2: 0.2552780508995056 (0.23498361557722092) | > loss_disc_real_3: 0.3448989689350128 (0.31833556294441223) | > loss_disc_real_4: 0.24921415746212006 (0.26629387587308884) | > loss_disc_real_5: 0.25933438539505005 (0.26170723140239716) | > loss_0: 2.492563247680664 (2.4387303590774536) | > loss_gen: 2.8223018646240234 (2.7985680103302) | > loss_kl: 3.196601152420044 (3.310234308242798) | > loss_feat: 6.018927097320557 (6.23987889289856) | > loss_mel: 19.066043853759766 (19.133830070495605) | > loss_duration: 2.5665364265441895 (2.579430937767029) | > loss_1: 33.67041015625 (34.06194305419922)  --> STEP: 3 | > loss_disc: 2.2318568229675293 (2.369772513707479) | > loss_disc_real_0: 0.13381096720695496 (0.14223832388718924) | > loss_disc_real_1: 0.1226368099451065 (0.1714084893465042) | > loss_disc_real_2: 0.14363442361354828 (0.20453388492266336) | > loss_disc_real_3: 0.16193576157093048 (0.26620229581991833) | > loss_disc_real_4: 0.22098186612129211 (0.25118987262248993) | > loss_disc_real_5: 0.24418537318706512 (0.2558666119972865) | > loss_0: 2.2318568229675293 (2.369772513707479) | > loss_gen: 2.343829393386841 (2.6469884713490806) | > loss_kl: 3.488612413406372 (3.3696936766306558) | > loss_feat: 6.454008102416992 (6.31125529607137) | > loss_mel: 17.581140518188477 (18.61626688639323) | > loss_duration: 2.440624237060547 (2.5331620375315347) | > loss_1: 32.3082160949707 (33.47736740112305)  --> STEP: 4 | > loss_disc: 2.44184947013855 (2.3877917528152466) | > loss_disc_real_0: 0.17662733793258667 (0.1508355773985386) | > loss_disc_real_1: 0.21748687326908112 (0.18292808532714844) | > loss_disc_real_2: 0.1768776774406433 (0.19761983305215836) | > loss_disc_real_3: 0.23929260671138763 (0.25947487354278564) | > loss_disc_real_4: 0.25607699155807495 (0.2524116523563862) | > loss_disc_real_5: 0.17494244873523712 (0.23563557118177414) | > loss_0: 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(32.96620496114095)  --> STEP: 7 | > loss_disc: 2.6686973571777344 (2.4370685645512173) | > loss_disc_real_0: 0.22212029993534088 (0.16610241787774221) | > loss_disc_real_1: 0.22458365559577942 (0.21004138461181096) | > loss_disc_real_2: 0.2514590322971344 (0.20802244118281774) | > loss_disc_real_3: 0.386145681142807 (0.26467775872775484) | > loss_disc_real_4: 0.29685601592063904 (0.2541810486997877) | > loss_disc_real_5: 0.3673308491706848 (0.23905363040310995) | > loss_0: 2.6686973571777344 (2.4370685645512173) | > loss_gen: 2.7912888526916504 (2.595404488699777) | > loss_kl: 4.742308616638184 (3.5767227922167097) | > loss_feat: 5.278926372528076 (6.264436653682163) | > loss_mel: 18.66126823425293 (18.21190616062709) | > loss_duration: 2.655857801437378 (2.483941010066441) | > loss_1: 34.1296501159668 (33.132411411830354)  --> STEP: 8 | > loss_disc: 2.3227789402008057 (2.4227823615074158) | > loss_disc_real_0: 0.16622121632099152 (0.16611726768314838) | > loss_disc_real_1: 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loss_disc_real_4: 0.2604741156101227 (0.25284520122740006) | > loss_disc_real_5: 0.4079554080963135 (0.25202743212382) | > loss_0: 2.4815194606781006 (2.429308705859714) | > loss_gen: 2.5376131534576416 (2.584938791063097) | > loss_kl: 1.8816871643066406 (3.327414936489529) | > loss_feat: 12.528813362121582 (7.263799402448866) | > loss_mel: 18.982812881469727 (18.290080388387043) | > loss_duration: 2.2194347381591797 (2.4462559488084583) | > loss_1: 38.150360107421875 (33.912489573160805)  --> STEP: 10 | > loss_disc: 2.415757179260254 (2.4279535531997682) | > loss_disc_real_0: 0.23202484846115112 (0.1693601205945015) | > loss_disc_real_1: 0.1593182235956192 (0.20057421699166297) | > loss_disc_real_2: 0.1590832769870758 (0.20890825986862183) | > loss_disc_real_3: 0.2586878836154938 (0.25341435968875886) | > loss_disc_real_4: 0.22241657972335815 (0.24980233907699584) | > loss_disc_real_5: 0.22871191799640656 (0.24969588071107865) | > loss_0: 2.415757179260254 (2.4279535531997682) | > loss_gen: 2.4605281352996826 (2.5724977254867554) | > loss_kl: 3.103583574295044 (3.3050318002700805) | > loss_feat: 8.117826461791992 (7.349202108383179) | > loss_mel: 17.512704849243164 (18.212342834472658) | > loss_duration: 2.4578185081481934 (2.447412204742432) | > loss_1: 33.652462005615234 (33.88648681640625)  --> STEP: 11 | > loss_disc: 2.4379334449768066 (2.42886081608859) | > loss_disc_real_0: 0.23130720853805542 (0.1749916740439155) | > loss_disc_real_1: 0.21635927259922028 (0.20200922204689545) | > loss_disc_real_2: 0.2431343048810959 (0.21201971850611948) | > loss_disc_real_3: 0.21461981534957886 (0.24988758293065158) | > loss_disc_real_4: 0.270519495010376 (0.25168571688912134) | > loss_disc_real_5: 0.2653879225254059 (0.2511224299669266) | > loss_0: 2.4379334449768066 (2.42886081608859) | > loss_gen: 2.719527244567871 (2.5858640454032202) | > loss_kl: 4.2097063064575195 (3.3872749371962114) | > loss_feat: 7.619722366333008 (7.373794859105891) | > loss_mel: 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2.415306329727173 (2.4319667449364295) | > loss_disc_real_0: 0.1821279078722 (0.1717261362534303) | > loss_disc_real_1: 0.24913683533668518 (0.20494901618132225) | > loss_disc_real_2: 0.2118130624294281 (0.21257312366595635) | > loss_disc_real_3: 0.21452897787094116 (0.25387096175780666) | > loss_disc_real_4: 0.19164563715457916 (0.25043095648288727) | > loss_disc_real_5: 0.1751929521560669 (0.2509165027966866) | > loss_0: 2.415306329727173 (2.4319667449364295) | > loss_gen: 2.4747517108917236 (2.5742148802830624) | > loss_kl: 3.626987934112549 (3.368440793110774) | > loss_feat: 7.422708511352539 (7.25086784362793) | > loss_mel: 17.617815017700195 (17.924559373121994) | > loss_duration: 2.317695140838623 (2.4375756703890286) | > loss_1: 33.459957122802734 (33.555658927330605)  --> STEP: 14 | > loss_disc: 2.3060953617095947 (2.4229759318487987) | > loss_disc_real_0: 0.12326434254646301 (0.16826457956007548) | > loss_disc_real_1: 0.19903896749019623 (0.20452686984624183) | > loss_disc_real_2: 0.2282678782939911 (0.21369417756795883) | > loss_disc_real_3: 0.22950981557369232 (0.25213087988751276) | > loss_disc_real_4: 0.2073705643415451 (0.24735521418707712) | > loss_disc_real_5: 0.20221880078315735 (0.24743809551000592) | > loss_0: 2.3060953617095947 (2.4229759318487987) | > loss_gen: 2.473568916320801 (2.5670258828571866) | > loss_kl: 3.627305269241333 (3.3869311128343855) | > loss_feat: 7.594377040863037 (7.275404214859009) | > loss_mel: 18.779191970825195 (17.985604558672225) | > loss_duration: 2.4315884113311768 (2.4371480090277537) | > loss_1: 34.906028747558594 (33.652113914489746)  --> STEP: 15 | > loss_disc: 2.5785818099975586 (2.4333496570587156) | > loss_disc_real_0: 0.19112823903560638 (0.16978882352511088) | > loss_disc_real_1: 0.20917992293834686 (0.2048370733857155) | > loss_disc_real_2: 0.22056621313095093 (0.2141523132721583) | > loss_disc_real_3: 0.2531576454639435 (0.2521993309259415) | > loss_disc_real_4: 0.24154184758663177 (0.2469676564137141) | > loss_disc_real_5: 0.20426073670387268 (0.24455960492293036) | > loss_0: 2.5785818099975586 (2.4333496570587156) | > loss_gen: 2.262526035308838 (2.54672589302063) | > loss_kl: 3.233891725540161 (3.3767284870147707) | > loss_feat: 6.087484836578369 (7.1962095896403) | > loss_mel: 17.465484619140625 (17.950929896036783) | > loss_duration: 2.435389995574951 (2.4370308081309) | > loss_1: 31.484777450561523 (33.507624816894534)  --> STEP: 16 | > loss_disc: 2.7685701847076416 (2.4543009400367737) | > loss_disc_real_0: 0.23000392317771912 (0.1735522672533989) | > loss_disc_real_1: 0.2201363891363144 (0.20579328062012792) | > loss_disc_real_2: 0.22077572345733643 (0.21456627640873194) | > loss_disc_real_3: 0.26614007353782654 (0.2530706273391843) | > loss_disc_real_4: 0.24701891839504242 (0.2469708602875471) | > loss_disc_real_5: 0.22647207975387573 (0.24342913459986446) | > loss_0: 2.7685701847076416 (2.4543009400367737) | > loss_gen: 2.17417311668396 (2.523441344499588) | > loss_kl: 2.8007450103759766 (3.340729519724846) | > loss_feat: 4.571465492248535 (7.032163083553314) | > loss_mel: 17.09360694885254 (17.89734721183777) | > loss_duration: 2.4399638175964355 (2.437214121222496) | > loss_1: 29.079954147338867 (33.2308954000473)  --> STEP: 17 | > loss_disc: 2.4878792762756348 (2.4562761362861183) | > loss_disc_real_0: 0.1973029226064682 (0.17494936462710886) | > loss_disc_real_1: 0.26415523886680603 (0.20922633698757956) | > loss_disc_real_2: 0.2821305990219116 (0.21854064832715428) | > loss_disc_real_3: 0.25474637746810913 (0.2531692008761799) | > loss_disc_real_4: 0.22868680953979492 (0.24589532789062052) | > loss_disc_real_5: 0.2202429324388504 (0.24206524035509894) | > loss_0: 2.4878792762756348 (2.4562761362861183) | > loss_gen: 2.511842966079712 (2.5227590869454777) | > loss_kl: 2.3254642486572266 (3.2810080331914566) | > loss_feat: 5.803921699523926 (6.959913590375115) | > loss_mel: 16.235794067382812 (17.79960879157571) | > loss_duration: 2.516383171081543 (2.441871124155381) | > loss_1: 29.39340591430664 (33.0051607244155)  --> STEP: 18 | > loss_disc: 2.6577658653259277 (2.4674700101216636) | > loss_disc_real_0: 0.17557713389396667 (0.17498424069748986) | > loss_disc_real_1: 0.23215608298778534 (0.2105002117653688) | > loss_disc_real_2: 0.1418900489807129 (0.21428228169679642) | > loss_disc_real_3: 0.2229631394147873 (0.25149108635054696) | > loss_disc_real_4: 0.30852487683296204 (0.24937474727630615) | > loss_disc_real_5: 0.28041595220565796 (0.2441958354579078) | > loss_0: 2.6577658653259277 (2.4674700101216636) | > loss_gen: 2.1916139125823975 (2.5043621328141956) | > loss_kl: 3.459001302719116 (3.2908965481652155) | > loss_feat: 8.342694282531738 (7.036734739939372) | > loss_mel: 19.465959548950195 (17.892183833652073) | > loss_duration: 2.3061182498931885 (2.4343292978074818) | > loss_1: 35.765384674072266 (33.15850649939643)  --> STEP: 19 | > loss_disc: 2.690183401107788 (2.4791917675419857) | > loss_disc_real_0: 0.2538866698741913 (0.17913700012784256) | > loss_disc_real_1: 0.33082425594329834 (0.21683305619578613) | > loss_disc_real_2: 0.18679140508174896 (0.21283539345389918) | > loss_disc_real_3: 0.2754634916782379 (0.25275279189410965) | > loss_disc_real_4: 0.2930254638195038 (0.25167215341015864) | > loss_disc_real_5: 0.26438698172569275 (0.24525852736673856) | > loss_0: 2.690183401107788 (2.4791917675419857) | > loss_gen: 2.4208831787109375 (2.499968503650866) | > loss_kl: 2.073984146118164 (3.226848527004844) | > loss_feat: 4.969472885131836 (6.927931484423186) | > loss_mel: 14.242314338684082 (17.70008543918007) | > loss_duration: 2.3952078819274902 (2.432270275919061) | > loss_1: 26.10186195373535 (32.78710415488795)  --> STEP: 20 | > loss_disc: 2.3880391120910645 (2.4746341347694396) | > loss_disc_real_0: 0.14319786429405212 (0.17734004333615302) | > loss_disc_real_1: 0.18252481520175934 (0.21511764414608478) | > loss_disc_real_2: 0.2443971335887909 (0.21441348046064376) | > loss_disc_real_3: 0.20725542306900024 (0.2504779234528542) | > loss_disc_real_4: 0.31241142749786377 (0.2547091171145439) | > loss_disc_real_5: 0.22056914865970612 (0.24402405843138694) | > loss_0: 2.3880391120910645 (2.4746341347694396) | > loss_gen: 2.486945390701294 (2.4993173480033875) | > loss_kl: 2.357959747314453 (3.1834040880203247) | > loss_feat: 5.572158336639404 (6.860142827033997) | > loss_mel: 18.77760124206543 (17.75396122932434) | > loss_duration: 2.308037281036377 (2.426058626174927) | > loss_1: 31.502702713012695 (32.72288408279418)  --> STEP: 21 | > loss_disc: 2.5645267963409424 (2.478914737701416) | > loss_disc_real_0: 0.1479608565568924 (0.1759410344419025) | > loss_disc_real_1: 0.2411755919456482 (0.21635849880320684) | > loss_disc_real_2: 0.30062928795814514 (0.21851899510338194) | > loss_disc_real_3: 0.2358364313840866 (0.24978070954481765) | > loss_disc_real_4: 0.2794095575809479 (0.25588532856532503) | > loss_disc_real_5: 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(3.0998173518614336) | > loss_feat: 7.8006415367126465 (6.877609469673851) | > loss_mel: 17.53720474243164 (17.673313010822643) | > loss_duration: 2.214468002319336 (2.406585541638461) | > loss_1: 32.425079345703125 (32.55808890949595)  --> STEP: 23 | > loss_disc: 2.19271183013916 (2.4627681296804678) | > loss_disc_real_0: 0.1668362021446228 (0.17475542685259943) | > loss_disc_real_1: 0.17115189135074615 (0.21427638407634653) | > loss_disc_real_2: 0.15638010203838348 (0.21246566202329553) | > loss_disc_real_3: 0.2004706710577011 (0.24563918165538626) | > loss_disc_real_4: 0.23560602962970734 (0.2541699798210807) | > loss_disc_real_5: 0.1704646199941635 (0.2425577744193699) | > loss_0: 2.19271183013916 (2.4627681296804678) | > loss_gen: 2.3662800788879395 (2.494916459788447) | > loss_kl: 2.777961254119873 (3.0858236084813657) | > loss_feat: 6.774130821228027 (6.873110398002293) | > loss_mel: 17.291996002197266 (17.656734010447625) | > loss_duration: 2.317970037460327 (2.4027326936307163) | > loss_1: 31.528337478637695 (32.51331710815429)  --> STEP: 24 | > loss_disc: 2.656508207321167 (2.470840632915497) | > loss_disc_real_0: 0.25542786717414856 (0.17811677853266397) | > loss_disc_real_1: 0.2444622963666916 (0.21553413042177758) | > loss_disc_real_2: 0.260536253452301 (0.21446860333283743) | > loss_disc_real_3: 0.3166150152683258 (0.2485965080559254) | > loss_disc_real_4: 0.28421539068222046 (0.25542187194029486) | > loss_disc_real_5: 0.23460933566093445 (0.24222658947110176) | > loss_0: 2.656508207321167 (2.470840632915497) | > loss_gen: 2.4787614345550537 (2.4942433337370553) | > loss_kl: 2.4494776725769043 (3.0593091944853463) | > loss_feat: 4.931027889251709 (6.792190293471019) | > loss_mel: 14.984492301940918 (17.54539060592651) | > loss_duration: 2.3939967155456543 (2.402368694543839) | > loss_1: 27.237756729125977 (32.29350209236144)  --> STEP: 25 | > loss_disc: 2.330366373062134 (2.4652216625213623) | > loss_disc_real_0: 0.1181567907333374 (0.17571837902069093) | > loss_disc_real_1: 0.21975678205490112 (0.2157030364871025) | > loss_disc_real_2: 0.20542551577091217 (0.21410687983036042) | > loss_disc_real_3: 0.26445648074150085 (0.24923090696334843) | > loss_disc_real_4: 0.2753015160560608 (0.2562170577049255) | > loss_disc_real_5: 0.2578117251396179 (0.2428499948978424) | > loss_0: 2.330366373062134 (2.4652216625213623) | > loss_gen: 2.613454818725586 (2.4990117931365967) | > loss_kl: 2.653395175933838 (3.0430726337432863) | > loss_feat: 7.45054817199707 (6.81852460861206) | > loss_mel: 14.906269073486328 (17.4398257446289) | > loss_duration: 2.4155373573303223 (2.4028954410552985) | > loss_1: 30.039203643798828 (32.203330154418936)  --> STEP: 26 | > loss_disc: 2.6022768020629883 (2.470493014042194) | > loss_disc_real_0: 0.26970720291137695 (0.1793333337857173) | > loss_disc_real_1: 0.24217282235622406 (0.21672110517437643) | > loss_disc_real_2: 0.18747009336948395 (0.21308238804340363) | > loss_disc_real_3: 0.2667086720466614 (0.249903128697322) | > loss_disc_real_4: 0.2683904469013214 (0.2566852649817099) | > loss_disc_real_5: 0.20037762820720673 (0.24121644233281797) | > loss_0: 2.6022768020629883 (2.470493014042194) | > loss_gen: 2.0693745613098145 (2.482487284220182) | > loss_kl: 2.172813892364502 (3.009601143690256) | > loss_feat: 2.7717554569244385 (6.66287964123946) | > loss_mel: 9.867560386657715 (17.14858476932232) | > loss_duration: 2.3202099800109863 (2.3997152310151324) | > loss_1: 19.20171356201172 (31.70326797778789) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024469632368821362 (-0.0001691579818725586) | > avg_loss_disc: 2.470493014042194 (+0.09343184874607946) | > avg_loss_disc_real_0: 0.1793333337857173 (+0.060650744690344885) | > avg_loss_disc_real_1: 0.21672110517437643 (-0.03285405985437906) | > avg_loss_disc_real_2: 0.21308238804340363 (-0.04936115099833577) | > avg_loss_disc_real_3: 0.249903128697322 (-0.002933918283535897) | > avg_loss_disc_real_4: 0.2566852649817099 (-0.0055684309739333915) | > avg_loss_disc_real_5: 0.24121644233281797 (-0.009338319874726775) | > avg_loss_0: 2.470493014042194 (+0.09343184874607946) | > avg_loss_gen: 2.482487284220182 (-0.20346352687248803) | > avg_loss_kl: 3.009601143690256 (+0.030444268996899115) | > avg_loss_feat: 6.66287964123946 (-0.3260246882071858) | > avg_loss_mel: 17.14858476932232 (-0.044790964860183635) | > avg_loss_duration: 2.3997152310151324 (+0.03175835426037121) | > avg_loss_1: 31.70326797778789 (-0.5120768180260384)  > EPOCH: 973/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:26:25)   --> TIME: 2024-06-12 10:26:30 -- STEP: 9/330 -- GLOBAL_STEP: 409100 | > loss_disc: 2.292005777359009 (2.2892821894751654) | > loss_disc_real_0: 0.11188283562660217 (0.09210602359639274) | > loss_disc_real_1: 0.19122834503650665 (0.18654928604761759) | > loss_disc_real_2: 0.22358214855194092 (0.20355169806215498) | > loss_disc_real_3: 0.24395442008972168 (0.22619407375653586) | > loss_disc_real_4: 0.2272394895553589 (0.24166227214866215) | > loss_disc_real_5: 0.2194572389125824 (0.23478636973434025) | > loss_0: 2.292005777359009 (2.2892821894751654) | > grad_norm_0: tensor(5.5225, device='cuda:0') (tensor(6.8860, device='cuda:0')) | > loss_gen: 2.565938949584961 (2.5230171150631375) | > loss_kl: 1.8020532131195068 (1.8818432754940457) | > loss_feat: 7.008918762207031 (6.8399170769585504) | > loss_mel: 17.391075134277344 (17.598299238416885) | > loss_duration: 2.011451244354248 (2.0721245076921253) | > loss_1: 30.779438018798828 (30.915201399061417) | > grad_norm_1: tensor(37.1521, device='cuda:0') (tensor(60.7264, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.3465 (0.36596912807888454) | > loader_time: 0.003 (0.0031861994001600477)  --> TIME: 2024-06-12 10:26:39 -- STEP: 34/330 -- GLOBAL_STEP: 409125 | > loss_disc: 2.37764048576355 (2.319094503627104) | > loss_disc_real_0: 0.11414453387260437 (0.10452283633982434) | > loss_disc_real_1: 0.17688119411468506 (0.1909586068461923) | > loss_disc_real_2: 0.18109238147735596 (0.20441250941332648) | > loss_disc_real_3: 0.23429304361343384 (0.22477380887550466) | > loss_disc_real_4: 0.23770596086978912 (0.23649139789973989) | > loss_disc_real_5: 0.21300417184829712 (0.22359357905738494) | > loss_0: 2.37764048576355 (2.319094503627104) | > grad_norm_0: tensor(6.4281, device='cuda:0') (tensor(8.5772, device='cuda:0')) | > loss_gen: 2.5159802436828613 (2.5025913504993214) | > loss_kl: 1.8761862516403198 (1.9313304774901445) | > loss_feat: 7.25645112991333 (6.967245368396535) | > loss_mel: 17.20217514038086 (17.232885472914752) | > loss_duration: 1.9952255487442017 (1.9913899863467497) | > loss_1: 30.846017837524414 (30.62544278537526) | > grad_norm_1: tensor(54.7536, device='cuda:0') (tensor(85.7911, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.3578 (0.36203736417433796) | > loader_time: 0.0031 (0.0032330821542178884)  --> TIME: 2024-06-12 10:26:48 -- STEP: 59/330 -- GLOBAL_STEP: 409150 | > loss_disc: 2.4133753776550293 (2.3293933545128773) | > loss_disc_real_0: 0.10851577669382095 (0.10445662625765396) | > loss_disc_real_1: 0.19538328051567078 (0.19184953428931156) | > loss_disc_real_2: 0.22518087923526764 (0.20765588091591658) | > loss_disc_real_3: 0.21355439722537994 (0.22647393002348432) | > loss_disc_real_4: 0.24387021362781525 (0.23367598804376893) | > loss_disc_real_5: 0.23402327299118042 (0.2220884397373361) | > loss_0: 2.4133753776550293 (2.3293933545128773) | > grad_norm_0: tensor(7.3701, device='cuda:0') (tensor(8.6363, device='cuda:0')) | > loss_gen: 2.4631617069244385 (2.49742623102867) | > loss_kl: 2.0404906272888184 (1.9436594207408064) | > loss_feat: 6.20591402053833 (7.008300070035255) | > loss_mel: 15.6812162399292 (17.10093195963714) | > loss_duration: 1.9476065635681152 (1.9754224995435294) | > loss_1: 28.338388442993164 (30.525740413342493) | > grad_norm_1: tensor(91.3639, device='cuda:0') (tensor(78.7021, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.3725 (0.3641741235377425) | > loader_time: 0.0036 (0.003450126971228648)  --> TIME: 2024-06-12 10:26:58 -- STEP: 84/330 -- GLOBAL_STEP: 409175 | > loss_disc: 2.311453342437744 (2.336092182568141) | > loss_disc_real_0: 0.0905507355928421 (0.10590276813932828) | > loss_disc_real_1: 0.20258697867393494 (0.19230021039644876) | > loss_disc_real_2: 0.2554178237915039 (0.20979875698685646) | > loss_disc_real_3: 0.222360298037529 (0.22757034943926902) | > loss_disc_real_4: 0.21551626920700073 (0.23282681955468087) | > loss_disc_real_5: 0.20506948232650757 (0.22258741923031353) | > loss_0: 2.311453342437744 (2.336092182568141) | > grad_norm_0: tensor(5.0945, device='cuda:0') (tensor(8.6687, device='cuda:0')) | > loss_gen: 2.5154294967651367 (2.4920904636383057) | > loss_kl: 2.01912784576416 (1.9637424420742762) | > loss_feat: 7.298609733581543 (7.024718534378779) | > loss_mel: 17.016948699951172 (17.101782197044006) | > loss_duration: 2.040360927581787 (1.9719978925727664) | > loss_1: 30.890478134155273 (30.554331734066917) | > grad_norm_1: tensor(67.0139, device='cuda:0') (tensor(82.9665, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.3891 (0.3660952448844911) | > loader_time: 0.0039 (0.0035573499543326242)  --> TIME: 2024-06-12 10:27:10 -- STEP: 109/330 -- GLOBAL_STEP: 409200 | > loss_disc: 2.3576736450195312 (2.3440373293850385) | > loss_disc_real_0: 0.12642811238765717 (0.10721909350484883) | > loss_disc_real_1: 0.19893987476825714 (0.19337252985446826) | > loss_disc_real_2: 0.20079746842384338 (0.20998469596609062) | > loss_disc_real_3: 0.22486057877540588 (0.22854397794522277) | > loss_disc_real_4: 0.21035952866077423 (0.2322859575442218) | > loss_disc_real_5: 0.17269864678382874 (0.22253666449030604) | > loss_0: 2.3576736450195312 (2.3440373293850385) | > grad_norm_0: tensor(15.3916, device='cuda:0') (tensor(8.7292, device='cuda:0')) | > loss_gen: 2.4042539596557617 (2.4863317450252147) | > loss_kl: 1.888527512550354 (1.9828008216455442) | > loss_feat: 6.856192111968994 (7.018816851694649) | > loss_mel: 17.093008041381836 (17.086686729291156) | > loss_duration: 1.931006908416748 (1.9752790381055358) | > loss_1: 30.172988891601562 (30.54991540121376) | > grad_norm_1: tensor(122.1779, device='cuda:0') (tensor(85.2506, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.3719 (0.366134381075518) | > loader_time: 0.0037 (0.03318913048560466)  --> TIME: 2024-06-12 10:27:20 -- STEP: 134/330 -- GLOBAL_STEP: 409225 | > loss_disc: 2.433137893676758 (2.3499395224585444) | > loss_disc_real_0: 0.1643155813217163 (0.10880815777093616) | > loss_disc_real_1: 0.22992774844169617 (0.19398035687297138) | > loss_disc_real_2: 0.1718866378068924 (0.20952385864151057) | > loss_disc_real_3: 0.24019716680049896 (0.2284299850241462) | > loss_disc_real_4: 0.21718715131282806 (0.2321967128942262) | > loss_disc_real_5: 0.1870804876089096 (0.22259777595302951) | > loss_0: 2.433137893676758 (2.3499395224585444) | > grad_norm_0: tensor(13.1899, device='cuda:0') (tensor(9.0677, device='cuda:0')) | > loss_gen: 2.331449508666992 (2.4834904866432077) | > loss_kl: 1.9614125490188599 (2.000152187560921) | > loss_feat: 7.093477249145508 (7.000925800693569) | > loss_mel: 17.4893798828125 (17.07133792051628) | > loss_duration: 1.9965100288391113 (1.9796986651064745) | > loss_1: 30.872228622436523 (30.535605274029635) | > grad_norm_1: tensor(63.7018, device='cuda:0') (tensor(94.7518, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.3935 (0.36982750003017606) | > loader_time: 0.0046 (0.027793037357614996)  --> TIME: 2024-06-12 10:27:30 -- STEP: 159/330 -- GLOBAL_STEP: 409250 | > loss_disc: 2.4147140979766846 (2.3524839053363915) | > loss_disc_real_0: 0.1715393215417862 (0.11025784586398106) | > loss_disc_real_1: 0.17313800752162933 (0.19369448908844827) | > loss_disc_real_2: 0.22388188540935516 (0.20952532904328042) | > loss_disc_real_3: 0.1843986064195633 (0.2287021223104225) | > loss_disc_real_4: 0.23633307218551636 (0.23228163023789725) | > loss_disc_real_5: 0.24545973539352417 (0.22266003302058335) | > loss_0: 2.4147140979766846 (2.3524839053363915) | > grad_norm_0: tensor(7.7999, device='cuda:0') (tensor(9.1135, device='cuda:0')) | > loss_gen: 2.443007230758667 (2.479589340821752) | > loss_kl: 2.0965614318847656 (2.0088005950615835) | > loss_feat: 6.8323974609375 (6.9788793617824325) | > loss_mel: 16.82114601135254 (17.065629497264165) | > loss_duration: 2.0231285095214844 (1.9840286295368987) | > loss_1: 30.21623992919922 (30.516927551173563) | > grad_norm_1: tensor(126.1842, device='cuda:0') (tensor(97.5956, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.4061 (0.37371814175971657) | > loader_time: 0.0054 (0.024152305890929017)  --> TIME: 2024-06-12 10:27:41 -- STEP: 184/330 -- GLOBAL_STEP: 409275 | > loss_disc: 2.4010114669799805 (2.3567407882731897) | > loss_disc_real_0: 0.13346770405769348 (0.11209229614747607) | > loss_disc_real_1: 0.16586220264434814 (0.1935743416619041) | > loss_disc_real_2: 0.199444979429245 (0.21034071942710358) | > loss_disc_real_3: 0.24795202910900116 (0.22910034502653973) | > loss_disc_real_4: 0.2520594298839569 (0.23195872180487798) | > loss_disc_real_5: 0.22764061391353607 (0.22278098972595256) | > loss_0: 2.4010114669799805 (2.3567407882731897) | > grad_norm_0: tensor(18.4137, device='cuda:0') (tensor(9.7080, device='cuda:0')) | > loss_gen: 2.4202420711517334 (2.4738559437834695) | > loss_kl: 1.976366400718689 (2.0133402347564697) | > loss_feat: 6.343057632446289 (6.9632865890212665) | > loss_mel: 15.995729446411133 (17.044571104256995) | > loss_duration: 2.0116209983825684 (1.9917642221502636) | > loss_1: 28.74701690673828 (30.486818178840306) | > grad_norm_1: tensor(162.1844, device='cuda:0') (tensor(108.3103, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.4179 (0.3788269097390382) | > loader_time: 0.0046 (0.021537544934645936)  --> TIME: 2024-06-12 10:27:51 -- STEP: 209/330 -- GLOBAL_STEP: 409300 | > loss_disc: 2.2300374507904053 (2.3597133935353396) | > loss_disc_real_0: 0.09828776121139526 (0.1136224933645942) | > loss_disc_real_1: 0.15619006752967834 (0.19422451317595515) | > loss_disc_real_2: 0.22124242782592773 (0.21062632218787544) | > loss_disc_real_3: 0.20598144829273224 (0.22899579745160337) | > loss_disc_real_4: 0.2222898155450821 (0.2321964289155303) | > loss_disc_real_5: 0.19470207393169403 (0.22297209672380292) | > loss_0: 2.2300374507904053 (2.3597133935353396) | > grad_norm_0: tensor(25.1341, device='cuda:0') (tensor(11.5029, device='cuda:0')) | > loss_gen: 2.382094144821167 (2.4734843108072226) | > loss_kl: 2.020329236984253 (2.018743385538531) | > loss_feat: 7.154121398925781 (6.958129257676703) | > loss_mel: 16.798786163330078 (17.01154818831448) | > loss_duration: 2.088028907775879 (2.000463683639417) | > loss_1: 30.443359375 (30.4623688967034) | > grad_norm_1: tensor(454.9030, device='cuda:0') (tensor(133.0271, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.4141 (0.38182073917115134) | > loader_time: 0.0048 (0.019551445992939773)  --> TIME: 2024-06-12 10:28:01 -- STEP: 234/330 -- GLOBAL_STEP: 409325 | > loss_disc: 2.4270615577697754 (2.359073628727187) | > loss_disc_real_0: 0.10144577920436859 (0.11380787881521079) | > loss_disc_real_1: 0.19711050391197205 (0.19427982768696592) | > loss_disc_real_2: 0.24047225713729858 (0.2105475364205165) | > loss_disc_real_3: 0.2600443363189697 (0.2292919674744973) | > loss_disc_real_4: 0.26759520173072815 (0.23215360882190558) | > loss_disc_real_5: 0.20852228999137878 (0.22172768012835428) | > loss_0: 2.4270615577697754 (2.359073628727187) | > grad_norm_0: tensor(10.3820, device='cuda:0') (tensor(12.3253, device='cuda:0')) | > loss_gen: 2.6547155380249023 (2.4785319475027223) | > loss_kl: 1.8739991188049316 (2.0202275901778144) | > loss_feat: 6.7517571449279785 (6.960805452786958) | > loss_mel: 17.070646286010742 (16.96882526691143) | > loss_duration: 2.096707344055176 (2.0096164213286496) | > loss_1: 30.447826385498047 (30.438006776010887) | > grad_norm_1: tensor(375.0534, device='cuda:0') (tensor(153.4549, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.4202 (0.38480522591843563) | > loader_time: 0.0051 (0.018021542801816233)  --> TIME: 2024-06-12 10:28:12 -- STEP: 259/330 -- GLOBAL_STEP: 409350 | > loss_disc: 2.4037232398986816 (2.3597979692878868) | > loss_disc_real_0: 0.13893337547779083 (0.11494825190673924) | > loss_disc_real_1: 0.18171316385269165 (0.19446120258693983) | > loss_disc_real_2: 0.25386297702789307 (0.21035808520427543) | > loss_disc_real_3: 0.21803270280361176 (0.22919511524636774) | > loss_disc_real_4: 0.27415931224823 (0.2322997027382427) | > loss_disc_real_5: 0.2337663769721985 (0.22158841978629124) | > loss_0: 2.4037232398986816 (2.3597979692878868) | > grad_norm_0: tensor(35.0832, device='cuda:0') (tensor(13.8936, device='cuda:0')) | > loss_gen: 2.551858425140381 (2.481699116902001) | > loss_kl: 2.068262815475464 (2.0252865750817275) | > loss_feat: 7.342562198638916 (6.972300326962268) | > loss_mel: 17.691757202148438 (16.949462500318134) | > loss_duration: 2.122527837753296 (2.018042354970364) | > loss_1: 31.776968002319336 (30.446790967668807) | > grad_norm_1: tensor(331.1791, device='cuda:0') (tensor(176.4215, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.4287 (0.38884603931176615) | > loader_time: 0.0056 (0.01680866079440908)  --> TIME: 2024-06-12 10:28:24 -- STEP: 284/330 -- GLOBAL_STEP: 409375 | > loss_disc: 2.301807165145874 (2.3622350155467715) | > loss_disc_real_0: 0.12708261609077454 (0.11633426475692803) | > loss_disc_real_1: 0.19763457775115967 (0.1951758596573916) | > loss_disc_real_2: 0.18801605701446533 (0.21057545792468835) | > loss_disc_real_3: 0.24012655019760132 (0.22935180502458358) | > loss_disc_real_4: 0.21197453141212463 (0.2319553774112547) | > loss_disc_real_5: 0.20279595255851746 (0.22118091315660676) | > loss_0: 2.301807165145874 (2.3622350155467715) | > grad_norm_0: tensor(39.0391, device='cuda:0') (tensor(15.7549, device='cuda:0')) | > loss_gen: 2.45741605758667 (2.481085898171008) | > loss_kl: 2.274278402328491 (2.029773855713054) | > loss_feat: 6.752101898193359 (6.964318945374285) | > loss_mel: 17.183029174804688 (16.903115255731933) | > loss_duration: 2.1506834030151367 (2.0284699432446915) | > loss_1: 30.817508697509766 (30.406763990160446) | > grad_norm_1: tensor(453.3287, device='cuda:0') (tensor(200.2761, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.4548 (0.3947109622015081) | > loader_time: 0.0068 (0.01588041177937681)  --> TIME: 2024-06-12 10:28:36 -- STEP: 309/330 -- GLOBAL_STEP: 409400 | > loss_disc: 2.4734411239624023 (2.3641693514913418) | > loss_disc_real_0: 0.09501982480287552 (0.11742521140085455) | > loss_disc_real_1: 0.20246601104736328 (0.19551372195331782) | > loss_disc_real_2: 0.19032077491283417 (0.2104017406123355) | > loss_disc_real_3: 0.2496853470802307 (0.22951103134448475) | > loss_disc_real_4: 0.2339240461587906 (0.23212879954032528) | > loss_disc_real_5: 0.2286624312400818 (0.22081292900452718) | > loss_0: 2.4734411239624023 (2.3641693514913418) | > grad_norm_0: tensor(26.4072, device='cuda:0') (tensor(17.1202, device='cuda:0')) | > loss_gen: 2.3380348682403564 (2.479972256811691) | > loss_kl: 2.0341897010803223 (2.031218555367112) | > loss_feat: 6.910425662994385 (6.97278452228188) | > loss_mel: 16.788475036621094 (16.86018736385604) | > loss_duration: 2.210658550262451 (2.040739127733174) | > loss_1: 30.281784057617188 (30.384901898578534) | > grad_norm_1: tensor(477.8174, device='cuda:0') (tensor(222.1138, device='cuda:0')) | > current_lr_0: 0.00017709472596317218 | > current_lr_1: 0.00017709472596317218 | > step_time: 0.5101 (0.4016209960369617) | > loader_time: 0.0081 (0.015169570361140465)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6088509559631348 (2.6088509559631348) | > loss_disc_real_0: 0.15121740102767944 (0.15121740102767944) | > loss_disc_real_1: 0.23197297751903534 (0.23197297751903534) | > loss_disc_real_2: 0.2970705032348633 (0.2970705032348633) | > loss_disc_real_3: 0.2677152156829834 (0.2677152156829834) | > loss_disc_real_4: 0.30503955483436584 (0.30503955483436584) | > loss_disc_real_5: 0.30695056915283203 (0.30695056915283203) | > loss_0: 2.6088509559631348 (2.6088509559631348) | > loss_gen: 2.466210126876831 (2.466210126876831) | > loss_kl: 2.357330083847046 (2.357330083847046) | > loss_feat: 5.349586486816406 (5.349586486816406) | > loss_mel: 14.411444664001465 (14.411444664001465) | > loss_duration: 3.0943517684936523 (3.0943517684936523) | > loss_1: 27.678924560546875 (27.678924560546875)  --> STEP: 1 | > loss_disc: 2.3550078868865967 (2.3550078868865967) | > loss_disc_real_0: 0.08295679837465286 (0.08295679837465286) | > loss_disc_real_1: 0.1418953239917755 (0.1418953239917755) | > loss_disc_real_2: 0.20809589326381683 (0.20809589326381683) | > loss_disc_real_3: 0.2601081132888794 (0.2601081132888794) | > loss_disc_real_4: 0.25841665267944336 (0.25841665267944336) | > loss_disc_real_5: 0.26181289553642273 (0.26181289553642273) | > loss_0: 2.3550078868865967 (2.3550078868865967) | > loss_gen: 2.4231672286987305 (2.4231672286987305) | > loss_kl: 3.181276798248291 (3.181276798248291) | > loss_feat: 7.437785625457764 (7.437785625457764) | > loss_mel: 18.424840927124023 (18.424840927124023) | > loss_duration: 2.539912700653076 (2.539912700653076) | > loss_1: 34.00698471069336 (34.00698471069336)  --> STEP: 2 | > loss_disc: 2.3930273056030273 (2.374017596244812) | > loss_disc_real_0: 0.06783615797758102 (0.07539647817611694) | > loss_disc_real_1: 0.20147892832756042 (0.17168712615966797) | > loss_disc_real_2: 0.19135786592960358 (0.1997268795967102) | > loss_disc_real_3: 0.2249368280172348 (0.2425224706530571) | > loss_disc_real_4: 0.27953875064849854 (0.26897770166397095) | > loss_disc_real_5: 0.22212399542331696 (0.24196844547986984) | > loss_0: 2.3930273056030273 (2.374017596244812) | > loss_gen: 2.2181649208068848 (2.3206660747528076) | > loss_kl: 3.3553905487060547 (3.268333673477173) | > loss_feat: 6.070226669311523 (6.7540061473846436) | > loss_mel: 18.647506713867188 (18.536173820495605) | > loss_duration: 2.583571195602417 (2.5617419481277466) | > loss_1: 32.87485885620117 (33.440921783447266)  --> STEP: 3 | > loss_disc: 2.55340313911438 (2.4338127772013345) | > loss_disc_real_0: 0.16568315029144287 (0.10549203554789226) | > loss_disc_real_1: 0.16108481585979462 (0.16815302272637686) | > loss_disc_real_2: 0.2431369572877884 (0.21419690549373627) | > loss_disc_real_3: 0.27552688121795654 (0.25352394084135693) | > loss_disc_real_4: 0.26107844710350037 (0.26634461681048077) | > loss_disc_real_5: 0.1724562644958496 (0.21879771848519644) | > loss_0: 2.55340313911438 (2.4338127772013345) | > loss_gen: 2.2304470539093018 (2.290593067804972) | > loss_kl: 3.877422571182251 (3.4713633060455322) | > loss_feat: 6.098603248596191 (6.535538514455159) | > loss_mel: 15.020743370056152 (17.36436367034912) | > loss_duration: 2.3632872104644775 (2.4955903689066568) | > loss_1: 29.590503692626953 (32.157449086507164)  --> STEP: 4 | > loss_disc: 2.413398027420044 (2.428709089756012) | > loss_disc_real_0: 0.08464780449867249 (0.10028097778558731) | > loss_disc_real_1: 0.24078327417373657 (0.18631058558821678) | > loss_disc_real_2: 0.27394500374794006 (0.22913393005728722) | > loss_disc_real_3: 0.26917171478271484 (0.2574358843266964) | > loss_disc_real_4: 0.23938563466072083 (0.25960487127304077) | > loss_disc_real_5: 0.22492553293704987 (0.2203296720981598) | > loss_0: 2.413398027420044 (2.428709089756012) | > loss_gen: 2.413792848587036 (2.3213930130004883) | > loss_kl: 3.9169259071350098 (3.5827539563179016) | > loss_feat: 5.4882001876831055 (6.273703932762146) | > loss_mel: 16.364593505859375 (17.114421129226685) | > loss_duration: 2.419253349304199 (2.4765061140060425) | > loss_1: 30.602767944335938 (31.768778800964355)  --> STEP: 5 | > loss_disc: 2.3366501331329346 (2.4102972984313964) | > loss_disc_real_0: 0.07520506531000137 (0.09526579529047012) | > loss_disc_real_1: 0.2350786328315735 (0.19606419503688813) | > loss_disc_real_2: 0.23430107533931732 (0.23016735911369324) | > loss_disc_real_3: 0.27280983328819275 (0.26051067411899564) | > loss_disc_real_4: 0.1992211490869522 (0.24752812683582306) | > loss_disc_real_5: 0.18204692006111145 (0.21267312169075012) | > loss_0: 2.3366501331329346 (2.4102972984313964) | > loss_gen: 2.3430733680725098 (2.3257290840148928) | > loss_kl: 2.972623348236084 (3.460727834701538) | > loss_feat: 7.265214920043945 (6.472006130218506) | > loss_mel: 18.367055892944336 (17.364948081970216) | > loss_duration: 2.3809914588928223 (2.4574031829833984) | > loss_1: 33.32896041870117 (32.080815124511716)  --> STEP: 6 | > loss_disc: 2.3928632736206055 (2.407391627629598) | > loss_disc_real_0: 0.06978412717580795 (0.0910188506046931) | > loss_disc_real_1: 0.16781392693519592 (0.19135581701993942) | > loss_disc_real_2: 0.2350875586271286 (0.23098739236593246) | > loss_disc_real_3: 0.2757939100265503 (0.2630578801035881) | > loss_disc_real_4: 0.2225751280784607 (0.243369293709596) | > loss_disc_real_5: 0.20558765530586243 (0.21149221062660217) | > loss_0: 2.3928632736206055 (2.407391627629598) | > loss_gen: 2.157543659210205 (2.297698179880778) | > loss_kl: 3.1772396564483643 (3.413479804992676) | > loss_feat: 7.706183910369873 (6.6777024269104) | > loss_mel: 17.873756408691406 (17.44974946975708) | > loss_duration: 2.221769332885742 (2.418130874633789) | > loss_1: 33.13648986816406 (32.256760915120445)  --> STEP: 7 | > loss_disc: 2.528749942779541 (2.4247285297938754) | > loss_disc_real_0: 0.3082149922847748 (0.12204687084470477) | > loss_disc_real_1: 0.21602119505405426 (0.1948794424533844) | > loss_disc_real_2: 0.2782754600048065 (0.23774283060005733) | > loss_disc_real_3: 0.2780780792236328 (0.2652036228350231) | > loss_disc_real_4: 0.24748890101909637 (0.24395780903952463) | > loss_disc_real_5: 0.24475125968456268 (0.21624350334916795) | > loss_0: 2.528749942779541 (2.4247285297938754) | > loss_gen: 2.5864710807800293 (2.338951451437814) | > loss_kl: 4.608577728271484 (3.5842080797467912) | > loss_feat: 5.000367641448975 (6.438083171844482) | > loss_mel: 14.747814178466797 (17.06375871385847) | > loss_duration: 2.5489864349365234 (2.436824526105608) | > loss_1: 29.492218017578125 (31.86182621547154)  --> STEP: 8 | > loss_disc: 2.458590030670166 (2.428961217403412) | > loss_disc_real_0: 0.18678708374500275 (0.130139397457242) | > loss_disc_real_1: 0.16486617922782898 (0.19112778455018997) | > loss_disc_real_2: 0.25739020109176636 (0.24019875191152096) | > loss_disc_real_3: 0.24146516621112823 (0.2622363157570362) | > loss_disc_real_4: 0.2223159819841385 (0.24125258065760136) | > loss_disc_real_5: 0.2298254817724228 (0.2179412506520748) | > loss_0: 2.458590030670166 (2.428961217403412) | > loss_gen: 2.3926641941070557 (2.345665544271469) | > loss_kl: 3.4843087196350098 (3.5717206597328186) | > loss_feat: 8.409527778625488 (6.684513747692108) | > loss_mel: 17.125843048095703 (17.071519255638123) | > loss_duration: 2.296614170074463 (2.419298231601715) | > loss_1: 33.70895767211914 (32.09271764755249)  --> STEP: 9 | > loss_disc: 2.3695743083953857 (2.4223626719580755) | > loss_disc_real_0: 0.13610148429870605 (0.130801851550738) | > loss_disc_real_1: 0.14714321494102478 (0.18624061014917162) | > loss_disc_real_2: 0.24694019556045532 (0.240947801205847) | > loss_disc_real_3: 0.24793368577957153 (0.26064713464842904) | > loss_disc_real_4: 0.21906307339668274 (0.2387870798508326) | > loss_disc_real_5: 0.18816447257995605 (0.21463271975517273) | > loss_0: 2.3695743083953857 (2.4223626719580755) | > loss_gen: 2.258103609085083 (2.3359364403618708) | > loss_kl: 2.8289096355438232 (3.489186101489597) | > loss_feat: 7.718713760375977 (6.799424860212538) | > loss_mel: 18.38924217224121 (17.217932913038467) | > loss_duration: 2.230626106262207 (2.3983346621195474) | > loss_1: 33.42559814453125 (32.24081548055013)  --> STEP: 10 | > loss_disc: 2.4022738933563232 (2.4203537940979003) | > loss_disc_real_0: 0.2175966054201126 (0.13948132693767548) | > loss_disc_real_1: 0.15780524909496307 (0.18339707404375077) | > loss_disc_real_2: 0.16421344876289368 (0.23327436596155166) | > loss_disc_real_3: 0.2516079545021057 (0.2597432166337967) | > loss_disc_real_4: 0.23210926353931427 (0.23811929821968078) | > loss_disc_real_5: 0.2497261017560959 (0.21814205795526503) | > loss_0: 2.4022738933563232 (2.4203537940979003) | > loss_gen: 2.379150152206421 (2.3402578115463255) | > loss_kl: 3.0085599422454834 (3.4411234855651855) | > loss_feat: 6.877708911895752 (6.80725326538086) | > loss_mel: 18.148639678955078 (17.311003589630126) | > loss_duration: 2.4458932876586914 (2.4030905246734617) | > loss_1: 32.85995101928711 (32.30272903442383)  --> STEP: 11 | > loss_disc: 2.5096917152404785 (2.42847542329268) | > loss_disc_real_0: 0.12331932038068771 (0.13801205361431296) | > loss_disc_real_1: 0.14267458021640778 (0.17969502915035596) | > loss_disc_real_2: 0.294940322637558 (0.23888036202300678) | > loss_disc_real_3: 0.2830246388912201 (0.26185970956628973) | > loss_disc_real_4: 0.21045006811618805 (0.2356039136648178) | > loss_disc_real_5: 0.24627122282981873 (0.22069925476204266) | > loss_0: 2.5096917152404785 (2.42847542329268) | > loss_gen: 2.1452386379241943 (2.3225287957624956) | > loss_kl: 3.854128122329712 (3.478669361634688) | > loss_feat: 7.066246032714844 (6.830798062411222) | > loss_mel: 17.198572158813477 (17.300782550464977) | > loss_duration: 2.570895195007324 (2.418345494703813) | > loss_1: 32.835079193115234 (32.35112450339577)  --> STEP: 12 | > loss_disc: 2.370579242706299 (2.4236507415771484) | > loss_disc_real_0: 0.06379732489585876 (0.1318274928877751) | > loss_disc_real_1: 0.1988583654165268 (0.1812919738392035) | > loss_disc_real_2: 0.3214281499385834 (0.24575934434930483) | > loss_disc_real_3: 0.24709577858448029 (0.2606293819844723) | > loss_disc_real_4: 0.2333996444940567 (0.2354202245672544) | > loss_disc_real_5: 0.18033508956432343 (0.21733557432889938) | > loss_0: 2.370579242706299 (2.4236507415771484) | > loss_gen: 2.2886528968811035 (2.3197058041890464) | > loss_kl: 2.573071002960205 (3.4032028317451477) | > loss_feat: 6.1910576820373535 (6.777486364046733) | > loss_mel: 17.043054580688477 (17.27930521965027) | > loss_duration: 2.20914888381958 (2.4009124437967935) | > loss_1: 30.304983139038086 (32.18061272303263)  --> STEP: 13 | > loss_disc: 2.61250638961792 (2.4381780991187463) | > loss_disc_real_0: 0.19239458441734314 (0.1364864999285111) | > loss_disc_real_1: 0.2570003569126129 (0.18711569561408117) | > loss_disc_real_2: 0.2408783733844757 (0.245383885044318) | > loss_disc_real_3: 0.2977990508079529 (0.26348858727858615) | > loss_disc_real_4: 0.25080519914627075 (0.23660368415025565) | > loss_disc_real_5: 0.263324111700058 (0.22087315412668082) | > loss_0: 2.61250638961792 (2.4381780991187463) | > loss_gen: 2.2358622550964355 (2.3132563004126916) | > loss_kl: 3.7615156173706055 (3.4307653537163367) | > loss_feat: 6.695400238037109 (6.771172046661377) | > loss_mel: 15.875306129455566 (17.171305289635292) | > loss_duration: 2.2682061195373535 (2.390704265007606) | > loss_1: 30.83629035949707 (32.07720331045297)  --> STEP: 14 | > loss_disc: 2.5106983184814453 (2.4433581147875105) | > loss_disc_real_0: 0.12249782681465149 (0.13548730899180686) | > loss_disc_real_1: 0.19350366294384003 (0.18757197899477823) | > loss_disc_real_2: 0.25511783361434937 (0.2460791670850345) | > loss_disc_real_3: 0.2955363392829895 (0.26577771242175785) | > loss_disc_real_4: 0.26082292199134827 (0.2383336297103337) | > loss_disc_real_5: 0.2216348797082901 (0.22092756309679576) | > loss_0: 2.5106983184814453 (2.4433581147875105) | > loss_gen: 2.2225983142852783 (2.3067807299750194) | > loss_kl: 3.497720956802368 (3.4355478967939104) | > loss_feat: 6.9754228591918945 (6.7857613904135565) | > loss_mel: 18.590232849121094 (17.272657258169993) | > loss_duration: 2.377562999725342 (2.38976560320173) | > loss_1: 33.66353988647461 (32.19051306588309)  --> STEP: 15 | > loss_disc: 2.61488676071167 (2.454793357849121) | > loss_disc_real_0: 0.21979555487632751 (0.14110785871744155) | > loss_disc_real_1: 0.2512827515602112 (0.19181936383247375) | > loss_disc_real_2: 0.2811022400856018 (0.24841403861840566) | > loss_disc_real_3: 0.24059408903121948 (0.26409880419572196) | > loss_disc_real_4: 0.25138407945632935 (0.23920365969340007) | > loss_disc_real_5: 0.2007465809583664 (0.21958216428756713) | > loss_0: 2.61488676071167 (2.454793357849121) | > loss_gen: 2.375275135040283 (2.3113470236460367) | > loss_kl: 3.668048143386841 (3.451047913233439) | > loss_feat: 7.373712539672852 (6.82495813369751) | > loss_mel: 16.54706573486328 (17.224284489949543) | > loss_duration: 2.3793387413024902 (2.389070479075114) | > loss_1: 32.34343719482422 (32.200708007812494)  --> STEP: 16 | > loss_disc: 2.7349252700805664 (2.4723016023635864) | > loss_disc_real_0: 0.1804952621459961 (0.14356957143172622) | > loss_disc_real_1: 0.3211396634578705 (0.19990188255906105) | > loss_disc_real_2: 0.28652122616767883 (0.25079573784023523) | > loss_disc_real_3: 0.3300187587738037 (0.26821880135685205) | > loss_disc_real_4: 0.3243463635444641 (0.24452507868409157) | > loss_disc_real_5: 0.2898886799812317 (0.22397632151842117) | > loss_0: 2.7349252700805664 (2.4723016023635864) | > loss_gen: 2.533219575881958 (2.325214058160782) | > loss_kl: 2.8796613216400146 (3.41533625125885) | > loss_feat: 7.6453022956848145 (6.876229643821716) | > loss_mel: 15.304535865783691 (17.10430020093918) | > loss_duration: 2.432596206665039 (2.3917908370494843) | > loss_1: 30.79531478881836 (32.11287093162536)  --> STEP: 17 | > loss_disc: 2.537137985229492 (2.4761155072380516) | > loss_disc_real_0: 0.1188996210694313 (0.142118397881003) | > loss_disc_real_1: 0.16556482017040253 (0.1978820553597282) | > loss_disc_real_2: 0.22229984402656555 (0.24911950879237232) | > loss_disc_real_3: 0.296956330537796 (0.26990924424984875) | > loss_disc_real_4: 0.21639303863048553 (0.24287025279858532) | > loss_disc_real_5: 0.2547091245651245 (0.2257841334623449) | > loss_0: 2.537137985229492 (2.4761155072380516) | > loss_gen: 2.2708420753479004 (2.322015706230612) | > loss_kl: 2.567866802215576 (3.365485107197481) | > loss_feat: 7.019776344299316 (6.884673567379222) | > loss_mel: 16.67841339111328 (17.0792480356553) | > loss_duration: 2.439021587371826 (2.39456911648021) | > loss_1: 30.975919723510742 (32.045991448795085)  --> STEP: 18 | > loss_disc: 2.4407408237457275 (2.4741502470440335) | > loss_disc_real_0: 0.15023520588874817 (0.14256933165921104) | > loss_disc_real_1: 0.19089217483997345 (0.19749372866418627) | > loss_disc_real_2: 0.22336401045322418 (0.24768864777353075) | > loss_disc_real_3: 0.2861178517341614 (0.27080972244342166) | > loss_disc_real_4: 0.2797509729862213 (0.24491918169789845) | > loss_disc_real_5: 0.31189316511154175 (0.23056796855396694) | > loss_0: 2.4407408237457275 (2.4741502470440335) | > loss_gen: 2.650395154953003 (2.340259008937412) | > loss_kl: 2.693608045578003 (3.3281586037741766) | > loss_feat: 6.824640274047852 (6.8813383844163685) | > loss_mel: 16.64960479736328 (17.0553789668613) | > loss_duration: 2.2790398597717285 (2.3881508244408503) | > loss_1: 31.097288131713867 (31.99328570895724)  --> STEP: 19 | > loss_disc: 2.514624834060669 (2.4762804884659615) | > loss_disc_real_0: 0.1054840013384819 (0.14061747216864637) | > loss_disc_real_1: 0.18875280022621155 (0.1970336797990297) | > loss_disc_real_2: 0.24191388487815857 (0.24738471288430064) | > loss_disc_real_3: 0.28414684534072876 (0.27151167628012207) | > loss_disc_real_4: 0.2698350250720978 (0.24623054187548787) | > loss_disc_real_5: 0.25036731362342834 (0.23161003934709648) | > loss_0: 2.514624834060669 (2.4762804884659615) | > loss_gen: 2.2220141887664795 (2.334035597349468) | > loss_kl: 2.576423406600952 (3.2885935933966386) | > loss_feat: 6.837184429168701 (6.879014492034912) | > loss_mel: 16.71675682067871 (17.037556748641165) | > loss_duration: 2.378912925720215 (2.3876646192450273) | > loss_1: 30.73128890991211 (31.926864824796972)  --> STEP: 20 | > loss_disc: 2.616642951965332 (2.4832986116409304) | > loss_disc_real_0: 0.18232177197933197 (0.14270268715918064) | > loss_disc_real_1: 0.25133228302001953 (0.1997486099600792) | > loss_disc_real_2: 0.2621646225452423 (0.2481237083673477) | > loss_disc_real_3: 0.27049604058265686 (0.2714608944952488) | > loss_disc_real_4: 0.21409393846988678 (0.24462371170520783) | > loss_disc_real_5: 0.20632143318653107 (0.23034560903906823) | > loss_0: 2.616642951965332 (2.4832986116409304) | > loss_gen: 2.263054370880127 (2.330486536026001) | > loss_kl: 2.728144407272339 (3.2605711340904238) | > loss_feat: 6.312694072723389 (6.850698471069336) | > loss_mel: 17.73008155822754 (17.072182989120485) | > loss_duration: 2.3882336616516113 (2.3876930713653564) | > loss_1: 31.42220687866211 (31.90163192749023)  --> STEP: 21 | > loss_disc: 2.4921088218688965 (2.4837181454613093) | > loss_disc_real_0: 0.13763390481472015 (0.1424613165713492) | > loss_disc_real_1: 0.13456876575946808 (0.19664480785528818) | > loss_disc_real_2: 0.207937091588974 (0.24621005994932993) | > loss_disc_real_3: 0.33378368616104126 (0.2744286464793341) | > loss_disc_real_4: 0.24198368191719055 (0.24449799600101652) | > loss_disc_real_5: 0.18347413837909698 (0.22811363424573625) | > loss_0: 2.4921088218688965 (2.4837181454613093) | > loss_gen: 2.1398937702178955 (2.321410690035139) | > loss_kl: 1.7614332437515259 (3.189183615502857) | > loss_feat: 5.2206854820251465 (6.773078804924374) | > loss_mel: 15.531600952148438 (16.99882193974086) | > loss_duration: 2.1536338329315186 (2.3765473933446977) | > loss_1: 26.807247161865234 (31.65904217674618)  --> STEP: 22 | > loss_disc: 2.605346918106079 (2.4892467260360713) | > loss_disc_real_0: 0.11611268669366837 (0.14126365157690915) | > loss_disc_real_1: 0.15199977159500122 (0.19461548802527515) | > loss_disc_real_2: 0.26590457558631897 (0.2471052652055567) | > loss_disc_real_3: 0.24038973450660706 (0.27288142320784653) | > loss_disc_real_4: 0.23119990527629852 (0.24389353733171115) | > loss_disc_real_5: 0.2974906265735626 (0.2312671338970011) | > loss_0: 2.605346918106079 (2.4892467260360713) | > loss_gen: 2.090053081512451 (2.3108944351022895) | > loss_kl: 2.6103017330169678 (3.162870802662589) | > loss_feat: 7.374408721923828 (6.800411982969805) | > loss_mel: 18.334442138671875 (17.059531948783178) | > loss_duration: 2.233092784881592 (2.3700267293236474) | > loss_1: 32.64229965209961 (31.703735698353157)  --> STEP: 23 | > loss_disc: 2.330329179763794 (2.482337267502494) | > loss_disc_real_0: 0.10415300726890564 (0.13965014530264813) | > loss_disc_real_1: 0.15687568485736847 (0.19297462701797485) | > loss_disc_real_2: 0.13665001094341278 (0.24230286284633304) | > loss_disc_real_3: 0.247436985373497 (0.27177514330200525) | > loss_disc_real_4: 0.16998925805091858 (0.24068030779776367) | > loss_disc_real_5: 0.1712704449892044 (0.22865858220535776) | > loss_0: 2.330329179763794 (2.482337267502494) | > loss_gen: 2.01391863822937 (2.2979824439339014) | > loss_kl: 2.843235731124878 (3.1489736256392105) | > loss_feat: 7.5737175941467285 (6.834033966064453) | > loss_mel: 17.46593475341797 (17.07720163594121) | > loss_duration: 2.299473762512207 (2.366959209027498) | > loss_1: 32.19628143310547 (31.725150730298907)  --> STEP: 24 | > loss_disc: 2.442686080932617 (2.4806851347287493) | > loss_disc_real_0: 0.1638036072254181 (0.14065653954943022) | > loss_disc_real_1: 0.22022143006324768 (0.19410991047819456) | > loss_disc_real_2: 0.19861619174480438 (0.24048258488376936) | > loss_disc_real_3: 0.2499910145998001 (0.27086747127274674) | > loss_disc_real_4: 0.23334656655788422 (0.240374735246102) | > loss_disc_real_5: 0.24512848258018494 (0.2293448280543089) | > loss_0: 2.442686080932617 (2.4806851347287493) | > loss_gen: 2.349053382873535 (2.3001103997230525) | > loss_kl: 2.8738253116607666 (3.1375091125567756) | > loss_feat: 5.083189964294434 (6.761082132657369) | > loss_mel: 15.873289108276367 (17.027038613955174) | > loss_duration: 2.447220802307129 (2.370303442080816) | > loss_1: 28.626575469970703 (31.596043427785233)  --> STEP: 25 | > loss_disc: 2.653301239013672 (2.487589778900146) | > loss_disc_real_0: 0.14680925011634827 (0.14090264797210694) | > loss_disc_real_1: 0.23742811381816864 (0.19584263861179352) | > loss_disc_real_2: 0.31884363293647766 (0.24361702680587768) | > loss_disc_real_3: 0.29156744480133057 (0.27169547021389007) | > loss_disc_real_4: 0.24749641120433807 (0.24065960228443145) | > loss_disc_real_5: 0.30659836530685425 (0.2324349695444107) | > loss_0: 2.653301239013672 (2.487589778900146) | > loss_gen: 2.315936326980591 (2.300743436813354) | > loss_kl: 2.8155605792999268 (3.1246311712265014) | > loss_feat: 6.283090114593506 (6.741962451934814) | > loss_mel: 16.335187911987305 (16.99936458587646) | > loss_duration: 2.387639045715332 (2.3709968662261964) | > loss_1: 30.137413024902344 (31.537698211669916)  --> STEP: 26 | > loss_disc: 2.54764461517334 (2.4898995802952686) | > loss_disc_real_0: 0.17041650414466858 (0.14203779628643623) | > loss_disc_real_1: 0.18736307322978973 (0.19551650148171645) | > loss_disc_real_2: 0.24122896790504456 (0.24352517838661486) | > loss_disc_real_3: 0.2583271563053131 (0.2711813042943294) | > loss_disc_real_4: 0.234157532453537 (0.2404095226755509) | > loss_disc_real_5: 0.22618724405765533 (0.23219467241030473) | > loss_0: 2.54764461517334 (2.4898995802952686) | > loss_gen: 2.07603120803833 (2.2921006587835455) | > loss_kl: 2.4226441383361816 (3.097631669961489) | > loss_feat: 4.576355457305908 (6.658669875218318) | > loss_mel: 12.430085182189941 (16.823623070350056) | > loss_duration: 2.2769932746887207 (2.367381343474755) | > loss_1: 23.782108306884766 (31.239406292255104) --> EVAL PERFORMANCE | > avg_loader_time: 0.002462011117201585 (+1.5047880319448651e-05) | > avg_loss_disc: 2.4898995802952686 (+0.019406566253074686) | > avg_loss_disc_real_0: 0.14203779628643623 (-0.03729553749928108) | > avg_loss_disc_real_1: 0.19551650148171645 (-0.021204603692659973) | > avg_loss_disc_real_2: 0.24352517838661486 (+0.030442790343211235) | > avg_loss_disc_real_3: 0.2711813042943294 (+0.021278175597007398) | > avg_loss_disc_real_4: 0.2404095226755509 (-0.016275742306158997) | > avg_loss_disc_real_5: 0.23219467241030473 (-0.009021769922513245) | > avg_loss_0: 2.4898995802952686 (+0.019406566253074686) | > avg_loss_gen: 2.2921006587835455 (-0.19038662543663643) | > avg_loss_kl: 3.097631669961489 (+0.08803052627123309) | > avg_loss_feat: 6.658669875218318 (-0.004209766021141981) | > avg_loss_mel: 16.823623070350056 (-0.32496169897226324) | > avg_loss_duration: 2.367381343474755 (-0.03233388754037758) | > avg_loss_1: 31.239406292255104 (-0.46386168553278395)  > EPOCH: 974/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:29:07)   --> TIME: 2024-06-12 10:29:10 -- STEP: 4/330 -- GLOBAL_STEP: 409425 | > loss_disc: 2.2689778804779053 (2.3045425415039062) | > loss_disc_real_0: 0.09173082560300827 (0.0945500684902072) | > loss_disc_real_1: 0.1716015487909317 (0.17390021681785583) | > loss_disc_real_2: 0.19226239621639252 (0.21040284633636475) | > loss_disc_real_3: 0.22590863704681396 (0.2429092489182949) | > loss_disc_real_4: 0.22223493456840515 (0.22416386008262634) | > loss_disc_real_5: 0.22312545776367188 (0.21523429453372955) | > loss_0: 2.2689778804779053 (2.3045425415039062) | > grad_norm_0: tensor(8.5976, device='cuda:0') (tensor(8.5684, device='cuda:0')) | > loss_gen: 2.660444736480713 (2.5459671020507812) | > loss_kl: 1.928952932357788 (1.9061578810214996) | > loss_feat: 7.528541564941406 (7.083688974380493) | > loss_mel: 17.678991317749023 (17.655556678771973) | > loss_duration: 2.1119956970214844 (2.132483124732971) | > loss_1: 31.908926010131836 (31.323853492736816) | > grad_norm_1: tensor(65.7855, device='cuda:0') (tensor(75.7070, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.349 (0.38872474431991577) | > loader_time: 0.0036 (0.003042936325073242)  --> TIME: 2024-06-12 10:29:19 -- STEP: 29/330 -- GLOBAL_STEP: 409450 | > loss_disc: 2.447035312652588 (2.3212743216547467) | > loss_disc_real_0: 0.11397706717252731 (0.1034475165451395) | > loss_disc_real_1: 0.22879937291145325 (0.1958800533722187) | > loss_disc_real_2: 0.20844800770282745 (0.20475003431583272) | > loss_disc_real_3: 0.2464533895254135 (0.22522829575785275) | > loss_disc_real_4: 0.26250436902046204 (0.23096581008927575) | > loss_disc_real_5: 0.2796310782432556 (0.22330120925245614) | > loss_0: 2.447035312652588 (2.3212743216547467) | > grad_norm_0: tensor(9.2870, device='cuda:0') (tensor(8.5725, device='cuda:0')) | > loss_gen: 2.4533581733703613 (2.5202057197176178) | > loss_kl: 1.954333782196045 (1.9398251032007152) | > loss_feat: 6.840298652648926 (7.0254754526861785) | > loss_mel: 17.42812728881836 (17.163069198871487) | > loss_duration: 2.008915424346924 (2.000008517298206) | > loss_1: 30.68503189086914 (30.648583773908943) | > grad_norm_1: tensor(72.4328, device='cuda:0') (tensor(68.6255, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3586 (0.36412554773791084) | > loader_time: 0.003 (0.0033239331738702184)  --> TIME: 2024-06-12 10:29:28 -- STEP: 54/330 -- GLOBAL_STEP: 409475 | > loss_disc: 2.2780051231384277 (2.340316180829649) | > loss_disc_real_0: 0.11206962168216705 (0.10774199050609712) | > loss_disc_real_1: 0.21810588240623474 (0.19512303559868424) | > loss_disc_real_2: 0.23549404740333557 (0.2084728142729512) | > loss_disc_real_3: 0.20770785212516785 (0.22723020723572485) | > loss_disc_real_4: 0.19301676750183105 (0.22762334871071357) | > loss_disc_real_5: 0.19746898114681244 (0.22307639651828343) | > loss_0: 2.2780051231384277 (2.340316180829649) | > grad_norm_0: tensor(4.9052, device='cuda:0') (tensor(8.1838, device='cuda:0')) | > loss_gen: 2.4248082637786865 (2.5138070274282374) | > loss_kl: 2.0401577949523926 (1.9571685592333476) | > loss_feat: 7.869684219360352 (7.0527501194565385) | > loss_mel: 17.641782760620117 (17.218004103060125) | > loss_duration: 1.949331521987915 (1.9777246669486723) | > loss_1: 31.925764083862305 (30.719454094215674) | > grad_norm_1: tensor(68.1283, device='cuda:0') (tensor(68.6701, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3579 (0.36514553758833146) | > loader_time: 0.0044 (0.0034534754576506436)  --> TIME: 2024-06-12 10:29:38 -- STEP: 79/330 -- GLOBAL_STEP: 409500 | > loss_disc: 2.388491630554199 (2.3547503948211683) | > loss_disc_real_0: 0.10170118510723114 (0.10840313179017622) | > loss_disc_real_1: 0.1683116853237152 (0.1938230672591849) | > loss_disc_real_2: 0.20595379173755646 (0.20816520818426634) | > loss_disc_real_3: 0.20514214038848877 (0.22843865144856368) | > loss_disc_real_4: 0.21035067737102509 (0.2322782628898379) | > loss_disc_real_5: 0.2321673184633255 (0.22673718404920795) | > loss_0: 2.388491630554199 (2.3547503948211683) | > grad_norm_0: tensor(8.6846, device='cuda:0') (tensor(8.8238, device='cuda:0')) | > loss_gen: 2.4143295288085938 (2.5048418618455712) | > loss_kl: 1.9700392484664917 (1.9811284904238544) | > loss_feat: 6.963612079620361 (7.031235966501357) | > loss_mel: 17.140380859375 (17.13624844370009) | > loss_duration: 1.9332208633422852 (1.9721108282668685) | > loss_1: 30.421581268310547 (30.62556534779223) | > grad_norm_1: tensor(116.8626, device='cuda:0') (tensor(90.2214, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3602 (0.3675593846960913) | > loader_time: 0.0038 (0.003607511520385742) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_409500.pth  --> TIME: 2024-06-12 10:29:52 -- STEP: 104/330 -- GLOBAL_STEP: 409525 | > loss_disc: 2.255297899246216 (2.3601812697373914) | > loss_disc_real_0: 0.10631580650806427 (0.1088807055225166) | > loss_disc_real_1: 0.18654745817184448 (0.1956385040225891) | > loss_disc_real_2: 0.22224614024162292 (0.20876736337175733) | > loss_disc_real_3: 0.23369845747947693 (0.2289050924949921) | > loss_disc_real_4: 0.20904894173145294 (0.23382006757534468) | > loss_disc_real_5: 0.21676915884017944 (0.22678956804940334) | > loss_0: 2.255297899246216 (2.3601812697373914) | > grad_norm_0: tensor(3.7394, device='cuda:0') (tensor(8.8917, device='cuda:0')) | > loss_gen: 2.6495327949523926 (2.5002456192786875) | > loss_kl: 2.0219388008117676 (1.9910877071894133) | > loss_feat: 7.150271892547607 (6.982777471725758) | > loss_mel: 17.056982040405273 (17.12268505646632) | > loss_duration: 2.0266518592834473 (1.9750672212013833) | > loss_1: 30.905376434326172 (30.571862881000225) | > grad_norm_1: tensor(48.4082, device='cuda:0') (tensor(91.1509, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3683 (0.3704673762504871) | > loader_time: 0.0038 (0.0037369132041931152)  --> TIME: 2024-06-12 10:30:02 -- STEP: 129/330 -- GLOBAL_STEP: 409550 | > loss_disc: 2.399311065673828 (2.372766193493393) | > loss_disc_real_0: 0.07575364410877228 (0.11101767521842505) | > loss_disc_real_1: 0.20358459651470184 (0.19588709385820138) | > loss_disc_real_2: 0.18933843076229095 (0.21072505587755244) | > loss_disc_real_3: 0.21412134170532227 (0.22947061523910642) | > loss_disc_real_4: 0.2429526299238205 (0.2337920054677845) | > loss_disc_real_5: 0.2613976001739502 (0.2263708168915076) | > loss_0: 2.399311065673828 (2.372766193493393) | > grad_norm_0: tensor(7.3608, device='cuda:0') (tensor(9.1875, device='cuda:0')) | > loss_gen: 2.4591310024261475 (2.487426992534667) | > loss_kl: 1.9775437116622925 (1.9997122657391453) | > loss_feat: 6.923782825469971 (6.968747175941171) | > loss_mel: 17.675487518310547 (17.147994485012315) | > loss_duration: 1.9644787311553955 (1.9787286871163423) | > loss_1: 31.000423431396484 (30.582609501920004) | > grad_norm_1: tensor(103.3000, device='cuda:0') (tensor(94.4900, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3762 (0.37179110031719353) | > loader_time: 0.0048 (0.0038466730783152025)  --> TIME: 2024-06-12 10:30:12 -- STEP: 154/330 -- GLOBAL_STEP: 409575 | > loss_disc: 2.355966091156006 (2.375431759016855) | > loss_disc_real_0: 0.1388530135154724 (0.1132813220625961) | > loss_disc_real_1: 0.19010592997074127 (0.19736130806532773) | > loss_disc_real_2: 0.1807214766740799 (0.2105843902795345) | > loss_disc_real_3: 0.22670885920524597 (0.2293092284303207) | > loss_disc_real_4: 0.226521834731102 (0.23411194002860553) | > loss_disc_real_5: 0.19984155893325806 (0.22581492838534442) | > loss_0: 2.355966091156006 (2.375431759016855) | > grad_norm_0: tensor(17.7873, device='cuda:0') (tensor(9.6505, device='cuda:0')) | > loss_gen: 2.487041711807251 (2.482437760798962) | > loss_kl: 1.9498885869979858 (2.0052837992643378) | > loss_feat: 6.980640411376953 (6.935474305957943) | > loss_mel: 17.03342628479004 (17.12286790005572) | > loss_duration: 1.9951401948928833 (1.9835292704693683) | > loss_1: 30.446136474609375 (30.529592959911792) | > grad_norm_1: tensor(69.3087, device='cuda:0') (tensor(103.6992, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3783 (0.3723951671030614) | > loader_time: 0.0048 (0.003933634076799664)  --> TIME: 2024-06-12 10:30:22 -- STEP: 179/330 -- GLOBAL_STEP: 409600 | > loss_disc: 2.4126479625701904 (2.3788514496893858) | > loss_disc_real_0: 0.13323605060577393 (0.11470782188646621) | > loss_disc_real_1: 0.21277476847171783 (0.19712540873602116) | > loss_disc_real_2: 0.20257243514060974 (0.2112471015093712) | > loss_disc_real_3: 0.23577852547168732 (0.22966565990914178) | > loss_disc_real_4: 0.2275030016899109 (0.23512386210137906) | > loss_disc_real_5: 0.23811499774456024 (0.2263363548164261) | > loss_0: 2.4126479625701904 (2.3788514496893858) | > grad_norm_0: tensor(7.2170, device='cuda:0') (tensor(9.6062, device='cuda:0')) | > loss_gen: 2.4156720638275146 (2.480115734665087) | > loss_kl: 2.124509811401367 (2.021440123712551) | > loss_feat: 7.090219497680664 (6.930582925594053) | > loss_mel: 17.604602813720703 (17.130130996917217) | > loss_duration: 2.0571787357330322 (1.990871972877886) | > loss_1: 31.29218292236328 (30.553141684505526) | > grad_norm_1: tensor(195.1809, device='cuda:0') (tensor(103.5324, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.3861 (0.3766860042870377) | > loader_time: 0.0043 (0.0040129403162268915)  --> TIME: 2024-06-12 10:30:32 -- STEP: 204/330 -- GLOBAL_STEP: 409625 | > loss_disc: 2.434459924697876 (2.377731772030101) | > loss_disc_real_0: 0.1196255162358284 (0.11569253503180602) | > loss_disc_real_1: 0.1827688217163086 (0.19765860192915974) | > loss_disc_real_2: 0.20814166963100433 (0.21083674623685716) | > loss_disc_real_3: 0.21083930134773254 (0.22893216029978267) | > loss_disc_real_4: 0.22681131958961487 (0.23388799272623717) | > loss_disc_real_5: 0.20962975919246674 (0.22537379938305593) | > loss_0: 2.434459924697876 (2.377731772030101) | > grad_norm_0: tensor(15.9365, device='cuda:0') (tensor(10.2721, device='cuda:0')) | > loss_gen: 2.3439998626708984 (2.4757347843226265) | > loss_kl: 2.2006192207336426 (2.026391378804751) | > loss_feat: 6.994846343994141 (6.934957731003855) | > loss_mel: 16.813039779663086 (17.107276818331542) | > loss_duration: 1.9975135326385498 (1.999035596263175) | > loss_1: 30.350017547607422 (30.54339626723645) | > grad_norm_1: tensor(313.4238, device='cuda:0') (tensor(115.5967, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.4064 (0.37987248570311294) | > loader_time: 0.0055 (0.004116881127450975)  --> TIME: 2024-06-12 10:30:43 -- STEP: 229/330 -- GLOBAL_STEP: 409650 | > loss_disc: 2.3607401847839355 (2.3775455774698724) | > loss_disc_real_0: 0.09724964201450348 (0.11647919645150676) | > loss_disc_real_1: 0.1764746904373169 (0.19735839344788847) | > loss_disc_real_2: 0.19495676457881927 (0.2111191075441618) | > loss_disc_real_3: 0.2565259039402008 (0.2292640403759011) | > loss_disc_real_4: 0.2713968753814697 (0.23382462144678856) | > loss_disc_real_5: 0.23183119297027588 (0.22481919903161746) | > loss_0: 2.3607401847839355 (2.3775455774698724) | > grad_norm_0: tensor(9.8234, device='cuda:0') (tensor(10.6883, device='cuda:0')) | > loss_gen: 2.5274853706359863 (2.4753729443362706) | > loss_kl: 2.1297292709350586 (2.0364440549409033) | > loss_feat: 6.700876712799072 (6.941559104419691) | > loss_mel: 16.955814361572266 (17.08105706127449) | > loss_duration: 2.10673189163208 (2.008172639592766) | > loss_1: 30.420637130737305 (30.542605770727434) | > grad_norm_1: tensor(96.5321, device='cuda:0') (tensor(122.7004, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.402 (0.3828676038433891) | > loader_time: 0.0052 (0.0042227824181968925)  --> TIME: 2024-06-12 10:30:54 -- STEP: 254/330 -- GLOBAL_STEP: 409675 | > loss_disc: 2.429776668548584 (2.381864852792636) | > loss_disc_real_0: 0.1654062718153 (0.11771167971663118) | > loss_disc_real_1: 0.2173413336277008 (0.19770522403904772) | > loss_disc_real_2: 0.23220138251781464 (0.21121734891116145) | > loss_disc_real_3: 0.22936230897903442 (0.22956196881654695) | > loss_disc_real_4: 0.22376582026481628 (0.2337791791816396) | > loss_disc_real_5: 0.21572552621364594 (0.2247006165699696) | > loss_0: 2.429776668548584 (2.381864852792636) | > grad_norm_0: tensor(7.5354, device='cuda:0') (tensor(11.0888, device='cuda:0')) | > loss_gen: 2.3230719566345215 (2.470907008554053) | > loss_kl: 2.1527957916259766 (2.045500973547539) | > loss_feat: 7.5054402351379395 (6.9419418657858545) | > loss_mel: 16.065975189208984 (17.03335002463633) | > loss_duration: 2.05770206451416 (2.016675976787026) | > loss_1: 30.104984283447266 (30.50837582866038) | > grad_norm_1: tensor(59.3931, device='cuda:0') (tensor(125.5823, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.4357 (0.3883548637074748) | > loader_time: 0.0066 (0.004371159658657279)  --> TIME: 2024-06-12 10:31:05 -- STEP: 279/330 -- GLOBAL_STEP: 409700 | > loss_disc: 2.4140756130218506 (2.3847264576983718) | > loss_disc_real_0: 0.12912383675575256 (0.11869818969599662) | > loss_disc_real_1: 0.22382529079914093 (0.1980668688760436) | > loss_disc_real_2: 0.23120340704917908 (0.21122480004919036) | > loss_disc_real_3: 0.23155346512794495 (0.22973375145252461) | > loss_disc_real_4: 0.22238722443580627 (0.23421262551806735) | > loss_disc_real_5: 0.20341262221336365 (0.22498464327986525) | > loss_0: 2.4140756130218506 (2.3847264576983718) | > grad_norm_0: tensor(9.8736, device='cuda:0') (tensor(11.6444, device='cuda:0')) | > loss_gen: 2.3843860626220703 (2.4638354051924947) | > loss_kl: 2.134751558303833 (2.052206562411402) | > loss_feat: 7.965570449829102 (6.927803360860407) | > loss_mel: 16.576547622680664 (16.98467460755378) | > loss_duration: 2.127887487411499 (2.0268860995555857) | > loss_1: 31.18914222717285 (30.455406004382716) | > grad_norm_1: tensor(285.1985, device='cuda:0') (tensor(131.1844, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.4598 (0.3943038858393187) | > loader_time: 0.0066 (0.004528102054390851)  --> TIME: 2024-06-12 10:31:18 -- STEP: 304/330 -- GLOBAL_STEP: 409725 | > loss_disc: 2.41131329536438 (2.3868520793161903) | > loss_disc_real_0: 0.10412253439426422 (0.11987450504430423) | > loss_disc_real_1: 0.23605668544769287 (0.19829837894557337) | > loss_disc_real_2: 0.2592814862728119 (0.2116614262524403) | > loss_disc_real_3: 0.25163403153419495 (0.22969273360151993) | > loss_disc_real_4: 0.2616056501865387 (0.23413097814313674) | > loss_disc_real_5: 0.23845075070858002 (0.22461671798833108) | > loss_0: 2.41131329536438 (2.3868520793161903) | > grad_norm_0: tensor(28.8884, device='cuda:0') (tensor(12.7090, device='cuda:0')) | > loss_gen: 2.7588868141174316 (2.4619785335503117) | > loss_kl: 2.0616776943206787 (2.0556777911750905) | > loss_feat: 7.944872856140137 (6.9359080415023) | > loss_mel: 16.426082611083984 (16.91409341598811) | > loss_duration: 2.1949949264526367 (2.0382201691207116) | > loss_1: 31.386512756347656 (30.405877910162275) | > grad_norm_1: tensor(413.1695, device='cuda:0') (tensor(147.5291, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 0.4778 (0.4009157458418294) | > loader_time: 0.0068 (0.0047118381450050725)  --> TIME: 2024-06-12 10:31:46 -- STEP: 329/330 -- GLOBAL_STEP: 409750 | > loss_disc: 2.723492383956909 (2.3911764810150524) | > loss_disc_real_0: 0.20425960421562195 (0.12152604343182773) | > loss_disc_real_1: 0.21268317103385925 (0.1986465435078803) | > loss_disc_real_2: 0.21134518086910248 (0.2117216425826121) | > loss_disc_real_3: 0.2401542365550995 (0.23049908020394913) | > loss_disc_real_4: 0.23161457479000092 (0.23384161755487912) | > loss_disc_real_5: 0.12701180577278137 (0.22375749035718592) | > loss_0: 2.723492383956909 (2.3911764810150524) | > grad_norm_0: tensor(13.8828, device='cuda:0') (tensor(13.6943, device='cuda:0')) | > loss_gen: 2.6965513229370117 (2.467166977450478) | > loss_kl: 2.380910634994507 (2.066074539462847) | > loss_feat: 12.460479736328125 (7.047821662346281) | > loss_mel: 18.260120391845703 (16.890150290492098) | > loss_duration: 2.305178642272949 (2.0534951096247744) | > loss_1: 38.103240966796875 (30.5247085246634) | > grad_norm_1: tensor(297.5449, device='cuda:0') (tensor(167.2097, device='cuda:0')) | > current_lr_0: 0.00017707258912242677 | > current_lr_1: 0.00017707258912242677 | > step_time: 14.5623 (0.45632931816541666) | > loader_time: 0.0346 (0.005160119395850275)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2898426055908203 (2.2898426055908203) | > loss_disc_real_0: 0.15921665728092194 (0.15921665728092194) | > loss_disc_real_1: 0.21944518387317657 (0.21944518387317657) | > loss_disc_real_2: 0.2191418558359146 (0.2191418558359146) | > loss_disc_real_3: 0.2171221524477005 (0.2171221524477005) | > loss_disc_real_4: 0.239519402384758 (0.239519402384758) | > loss_disc_real_5: 0.2464897781610489 (0.2464897781610489) | > loss_0: 2.2898426055908203 (2.2898426055908203) | > loss_gen: 2.539355754852295 (2.539355754852295) | > loss_kl: 2.435659885406494 (2.435659885406494) | > loss_feat: 7.379310607910156 (7.379310607910156) | > loss_mel: 17.353628158569336 (17.353628158569336) | > loss_duration: 2.988896131515503 (2.988896131515503) | > loss_1: 32.69684982299805 (32.69684982299805)  --> STEP: 1 | > loss_disc: 2.4035747051239014 (2.4035747051239014) | > loss_disc_real_0: 0.21275553107261658 (0.21275553107261658) | > loss_disc_real_1: 0.1829388588666916 (0.1829388588666916) | > loss_disc_real_2: 0.23910929262638092 (0.23910929262638092) | > loss_disc_real_3: 0.24558240175247192 (0.24558240175247192) | > loss_disc_real_4: 0.22316619753837585 (0.22316619753837585) | > loss_disc_real_5: 0.23046138882637024 (0.23046138882637024) | > loss_0: 2.4035747051239014 (2.4035747051239014) | > loss_gen: 2.448406457901001 (2.448406457901001) | > loss_kl: 3.120431423187256 (3.120431423187256) | > loss_feat: 5.5347676277160645 (5.5347676277160645) | > loss_mel: 16.4316463470459 (16.4316463470459) | > loss_duration: 2.5362257957458496 (2.5362257957458496) | > loss_1: 30.07147789001465 (30.07147789001465)  --> STEP: 2 | > loss_disc: 2.4648497104644775 (2.4342122077941895) | > loss_disc_real_0: 0.2525186538696289 (0.23263709247112274) | > loss_disc_real_1: 0.2505720257759094 (0.2167554423213005) | > loss_disc_real_2: 0.18948185443878174 (0.21429557353258133) | > loss_disc_real_3: 0.18562182784080505 (0.2156021147966385) | > loss_disc_real_4: 0.3049984276294708 (0.26408231258392334) | > loss_disc_real_5: 0.19829167425632477 (0.2143765315413475) | > loss_0: 2.4648497104644775 (2.4342122077941895) | > loss_gen: 2.6783716678619385 (2.5633890628814697) | > loss_kl: 2.9514598846435547 (3.0359456539154053) | > loss_feat: 6.231069564819336 (5.8829185962677) | > loss_mel: 18.478193283081055 (17.454919815063477) | > loss_duration: 2.438023567199707 (2.4871246814727783) | > loss_1: 32.77711868286133 (31.42429828643799)  --> STEP: 3 | > loss_disc: 2.689863920211792 (2.5194294452667236) | > loss_disc_real_0: 0.4594864547252655 (0.308253546555837) | > loss_disc_real_1: 0.27219536900520325 (0.2352354178826014) | > loss_disc_real_2: 0.21588365733623505 (0.2148249348004659) | > loss_disc_real_3: 0.21568506956100464 (0.21562976638476053) | > loss_disc_real_4: 0.2130434811115265 (0.24706936875979105) | > loss_disc_real_5: 0.20575709640979767 (0.21150338649749756) | > loss_0: 2.689863920211792 (2.5194294452667236) | > loss_gen: 2.5329980850219727 (2.553258736928304) | > loss_kl: 3.4932262897491455 (3.188372532526652) | > loss_feat: 4.5912089347839355 (5.452348709106445) | > loss_mel: 16.655494689941406 (17.18844477335612) | > loss_duration: 2.3964743614196777 (2.4569079081217446) | > loss_1: 29.669401168823242 (30.839332580566406)  --> STEP: 4 | > loss_disc: 2.4326694011688232 (2.4977394342422485) | > loss_disc_real_0: 0.23707520961761475 (0.29045896232128143) | > loss_disc_real_1: 0.23469410836696625 (0.23510009050369263) | > loss_disc_real_2: 0.22136902809143066 (0.2164609581232071) | > loss_disc_real_3: 0.2679864168167114 (0.22871892899274826) | > loss_disc_real_4: 0.2528630197048187 (0.24851778149604797) | > loss_disc_real_5: 0.28463298082351685 (0.22978578507900238) | > loss_0: 2.4326694011688232 (2.4977394342422485) | > loss_gen: 2.693089723587036 (2.588216483592987) | > loss_kl: 3.915034294128418 (3.3700379729270935) | > loss_feat: 5.558521747589111 (5.478891968727112) | > loss_mel: 16.315074920654297 (16.970102310180664) | > loss_duration: 2.413337230682373 (2.446015238761902) | > loss_1: 30.89505958557129 (30.853264331817627)  --> STEP: 5 | > loss_disc: 2.2405879497528076 (2.44630913734436) | > loss_disc_real_0: 0.22822438180446625 (0.2780120462179184) | > loss_disc_real_1: 0.14444802701473236 (0.21696967780590057) | > loss_disc_real_2: 0.19573912024497986 (0.21231659054756163) | > loss_disc_real_3: 0.2232528179883957 (0.22762570679187774) | > loss_disc_real_4: 0.21692360937595367 (0.2421989470720291) | > loss_disc_real_5: 0.12141694128513336 (0.20811201632022858) | > loss_0: 2.2405879497528076 (2.44630913734436) | > loss_gen: 2.65938138961792 (2.6024494647979735) | > loss_kl: 2.9751222133636475 (3.2910548210144044) | > loss_feat: 7.895704746246338 (5.962254524230957) | > loss_mel: 19.68084144592285 (17.5122501373291) | > loss_duration: 2.40040922164917 (2.4368940353393556) | > loss_1: 35.61145782470703 (31.804903030395508)  --> STEP: 6 | > loss_disc: 2.612013816833496 (2.473926583925883) | > loss_disc_real_0: 0.47779104113578796 (0.31130854537089664) | > loss_disc_real_1: 0.2412642389535904 (0.22101877133051553) | > loss_disc_real_2: 0.2621413469314575 (0.22062071661154428) | > loss_disc_real_3: 0.20540285110473633 (0.2239218975106875) | > loss_disc_real_4: 0.24628956615924835 (0.242880716919899) | > loss_disc_real_5: 0.21868658065795898 (0.2098744437098503) | > loss_0: 2.612013816833496 (2.473926583925883) | > loss_gen: 2.7164835929870605 (2.6214551528294883) | > loss_kl: 3.10451078414917 (3.2599641482035318) | > loss_feat: 5.6341872215271 (5.9075766404469805) | > loss_mel: 18.052106857299805 (17.60222625732422) | > loss_duration: 2.2308828830718994 (2.4025588432947793) | > loss_1: 31.73817253112793 (31.793781280517578)  --> STEP: 7 | > loss_disc: 2.370668649673462 (2.4591754504612515) | > loss_disc_real_0: 0.20749765634536743 (0.29647841836724964) | > loss_disc_real_1: 0.25182729959487915 (0.22541998965399607) | > loss_disc_real_2: 0.18051058053970337 (0.21489069717270987) | > loss_disc_real_3: 0.19641150534152985 (0.21999184148652212) | > loss_disc_real_4: 0.2077876627445221 (0.2378674234662737) | > loss_disc_real_5: 0.1633555293083191 (0.20322888450963156) | > loss_0: 2.370668649673462 (2.4591754504612515) | > loss_gen: 2.6811342239379883 (2.6299807344164168) | > loss_kl: 4.349137783050537 (3.415560381753104) | > loss_feat: 7.922463417053223 (6.195417608533587) | > loss_mel: 17.471532821655273 (17.58355576651437) | > loss_duration: 2.591207504272461 (2.4295086520058766) | > loss_1: 35.015472412109375 (32.254022870744976)  --> STEP: 8 | > loss_disc: 2.414130687713623 (2.453544855117798) | > loss_disc_real_0: 0.2797609865665436 (0.29438873939216137) | > loss_disc_real_1: 0.24929916858673096 (0.22840488702058792) | > loss_disc_real_2: 0.2451966255903244 (0.2186789382249117) | > loss_disc_real_3: 0.17843379080295563 (0.21479708515107632) | > loss_disc_real_4: 0.21808664500713348 (0.2353948261588812) | > loss_disc_real_5: 0.20823925733566284 (0.20385518111288548) | > loss_0: 2.414130687713623 (2.453544855117798) | > loss_gen: 2.521003007888794 (2.616358518600464) | > loss_kl: 3.134326934814453 (3.3804062008857727) | > loss_feat: 8.727365493774414 (6.51191109418869) | > loss_mel: 18.625999450683594 (17.713861227035522) | > loss_duration: 2.288217306137085 (2.411847233772278) | > loss_1: 35.29690933227539 (32.63438367843628)  --> STEP: 9 | > loss_disc: 2.2560176849365234 (2.4315973917643228) | > loss_disc_real_0: 0.1280624270439148 (0.27590803802013397) | > loss_disc_real_1: 0.1866832673549652 (0.2237691515021854) | > loss_disc_real_2: 0.21068944036960602 (0.21779121624098885) | > loss_disc_real_3: 0.20565681159496307 (0.21378149920039707) | > loss_disc_real_4: 0.2425791472196579 (0.23619308405452305) | > loss_disc_real_5: 0.24034257233142853 (0.2079093356927236) | > loss_0: 2.2560176849365234 (2.4315973917643228) | > loss_gen: 2.50899338722229 (2.6044290595584445) | > loss_kl: 2.8668556213378906 (3.3233450253804526) | > loss_feat: 7.2395853996276855 (6.592763794793023) | > loss_mel: 18.14025115966797 (17.761237886216904) | > loss_duration: 2.2086615562438965 (2.3892710473802357) | > loss_1: 32.96434783935547 (32.67104636298286)  --> STEP: 10 | > loss_disc: 2.4551899433135986 (2.4339566469192504) | > loss_disc_real_0: 0.3585464358329773 (0.2841718778014183) | > loss_disc_real_1: 0.23957929015159607 (0.22535016536712646) | > loss_disc_real_2: 0.25706541538238525 (0.2217186361551285) | > loss_disc_real_3: 0.22684624791145325 (0.21508797407150268) | > loss_disc_real_4: 0.2215927243232727 (0.234733048081398) | > loss_disc_real_5: 0.19909951090812683 (0.2070283532142639) | > loss_0: 2.4551899433135986 (2.4339566469192504) | > loss_gen: 2.8059778213500977 (2.62458393573761) | > loss_kl: 2.9991917610168457 (3.2909296989440917) | > loss_feat: 7.671930313110352 (6.700680446624756) | > loss_mel: 16.984983444213867 (17.683612442016603) | > loss_duration: 2.461937427520752 (2.396537685394287) | > loss_1: 32.92401885986328 (32.6963436126709)  --> STEP: 11 | > loss_disc: 2.6887874603271484 (2.4571230845017866) | > loss_disc_real_0: 0.3899534344673157 (0.2937883829528635) | > loss_disc_real_1: 0.19918125867843628 (0.2229711738499728) | > loss_disc_real_2: 0.2908880412578583 (0.22800676389174027) | > loss_disc_real_3: 0.1772773116827011 (0.2116506411270662) | > loss_disc_real_4: 0.2671675384044647 (0.2376816381107677) | > loss_disc_real_5: 0.30934759974479675 (0.21633010289885782) | > loss_0: 2.6887874603271484 (2.4571230845017866) | > loss_gen: 2.701237678527832 (2.6315524578094482) | > loss_kl: 4.108057022094727 (3.365214001048695) | > loss_feat: 5.665112495422363 (6.6065379056063565) | > loss_mel: 15.937233924865723 (17.52485075863925) | > loss_duration: 2.538827896118164 (2.4094731590964575) | > loss_1: 30.950468063354492 (32.53762765364213)  --> STEP: 12 | > loss_disc: 2.439305305480957 (2.455638269583384) | > loss_disc_real_0: 0.25384455919265747 (0.29045973097284633) | > loss_disc_real_1: 0.23343677818775177 (0.22384330754478773) | > loss_disc_real_2: 0.1790008246898651 (0.22392293562491736) | > loss_disc_real_3: 0.23820069432258606 (0.21386314556002617) | > loss_disc_real_4: 0.22099879384040833 (0.23629140108823776) | > loss_disc_real_5: 0.23780611157417297 (0.2181197702884674) | > loss_0: 2.439305305480957 (2.455638269583384) | > loss_gen: 2.553040027618408 (2.625009755293528) | > loss_kl: 2.981505870819092 (3.3332383235295615) | > loss_feat: 5.699365615844727 (6.530940214792888) | > loss_mel: 16.207027435302734 (17.415032148361206) | > loss_duration: 2.2967958450317383 (2.4000833829243975) | > loss_1: 29.737735748291016 (32.304303328196205)  --> STEP: 13 | > loss_disc: 2.531107187271118 (2.4614435709439793) | > loss_disc_real_0: 0.2616487443447113 (0.2882435012322206) | > loss_disc_real_1: 0.25836673378944397 (0.2264989557174536) | > loss_disc_real_2: 0.2582662105560303 (0.22656472600423372) | > loss_disc_real_3: 0.2448078840970993 (0.21624351006287795) | > loss_disc_real_4: 0.23133765161037445 (0.23591034343609443) | > loss_disc_real_5: 0.21567115187644958 (0.2179314150260045) | > loss_0: 2.531107187271118 (2.4614435709439793) | > loss_gen: 2.3827924728393555 (2.606377656643207) | > loss_kl: 2.48339581489563 (3.2678658228654127) | > loss_feat: 4.761539459228516 (6.394832464364859) | > loss_mel: 14.163419723510742 (17.1649081156804) | > loss_duration: 2.278153896331787 (2.3907041916480427) | > loss_1: 26.069303512573242 (31.824687957763672)  --> STEP: 14 | > loss_disc: 2.2756497859954834 (2.4481725863048007) | > loss_disc_real_0: 0.20113162696361542 (0.2820212244987488) | > loss_disc_real_1: 0.1708989292383194 (0.2225275252546583) | > loss_disc_real_2: 0.21023879945278168 (0.22539858839341573) | > loss_disc_real_3: 0.2069978266954422 (0.2155831041080611) | > loss_disc_real_4: 0.23868896067142487 (0.2361088160957609) | > loss_disc_real_5: 0.1411568820476532 (0.21244751981326512) | > loss_0: 2.2756497859954834 (2.4481725863048007) | > loss_gen: 2.4131717681884766 (2.592577236039298) | > loss_kl: 3.22284197807312 (3.2646498339516774) | > loss_feat: 8.246781349182129 (6.527114527566092) | > loss_mel: 18.89647674560547 (17.288591589246476) | > loss_duration: 2.391944408416748 (2.390792778560093) | > loss_1: 35.17121887207031 (32.06372588021414)  --> STEP: 15 | > loss_disc: 2.833608627319336 (2.4738683223724367) | > loss_disc_real_0: 0.31409478187561035 (0.28415946165720624) | > loss_disc_real_1: 0.2438599169254303 (0.22394968469937643) | > loss_disc_real_2: 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loss_disc_real_5: 0.2638866901397705 (0.21472193952649832) | > loss_0: 2.8525452613830566 (2.4975356310606003) | > loss_gen: 2.6239702701568604 (2.5879164785146713) | > loss_kl: 2.9479308128356934 (3.2496152073144913) | > loss_feat: 6.188905239105225 (6.49846288561821) | > loss_mel: 15.732250213623047 (17.164710342884064) | > loss_duration: 2.459825277328491 (2.3965602517127986) | > loss_1: 29.952882766723633 (31.897265195846554)  --> STEP: 17 | > loss_disc: 2.573401689529419 (2.5019983403822956) | > loss_disc_real_0: 0.31360718607902527 (0.29017989074482636) | > loss_disc_real_1: 0.22632133960723877 (0.22858165993409998) | > loss_disc_real_2: 0.22772258520126343 (0.23231073074481068) | > loss_disc_real_3: 0.2011423408985138 (0.21909594711135416) | > loss_disc_real_4: 0.23863264918327332 (0.2406963504412595) | > loss_disc_real_5: 0.23976564407348633 (0.2161950986174976) | > loss_0: 2.573401689529419 (2.5019983403822956) | > loss_gen: 2.5349926948547363 (2.584803314769969) | > loss_kl: 2.784130811691284 (3.222233772277832) | > loss_feat: 5.134418964385986 (6.418225007898667) | > loss_mel: 16.309677124023438 (17.11441427118638) | > loss_duration: 2.499542474746704 (2.4026180295383224) | > loss_1: 29.262760162353516 (31.742294311523438)  --> STEP: 18 | > loss_disc: 2.489650011062622 (2.501312322086758) | > loss_disc_real_0: 0.3348848223686218 (0.29266349805725944) | > loss_disc_real_1: 0.20862460136413574 (0.22747293445799086) | > loss_disc_real_2: 0.21513774991035461 (0.23135667625400755) | > loss_disc_real_3: 0.15871652960777283 (0.21574153502782187) | > loss_disc_real_4: 0.20084449648857117 (0.23848235855499902) | > loss_disc_real_5: 0.1418715864419937 (0.2120660146077474) | > loss_0: 2.489650011062622 (2.501312322086758) | > loss_gen: 2.685912609100342 (2.5904204977883234) | > loss_kl: 2.8976480960845947 (3.204201234711541) | > loss_feat: 9.716669082641602 (6.601471900939941) | > loss_mel: 17.76424217224121 (17.15051582124498) | > loss_duration: 2.321793794631958 (2.3981277942657466) | > loss_1: 35.38626480102539 (31.94473711649577)  --> STEP: 19 | > loss_disc: 2.735036611557007 (2.513613600479929) | > loss_disc_real_0: 0.22026905417442322 (0.2888532641686891) | > loss_disc_real_1: 0.27077051997184753 (0.22975175474819384) | > loss_disc_real_2: 0.27396994829177856 (0.23359948004546918) | > loss_disc_real_3: 0.23562806844711304 (0.21678819468146876) | > loss_disc_real_4: 0.3339633047580719 (0.2435076715130555) | > loss_disc_real_5: 0.2817402184009552 (0.21573307796528465) | > loss_0: 2.735036611557007 (2.513613600479929) | > loss_gen: 2.4637930393218994 (2.583755894711143) | > loss_kl: 2.1712145805358887 (3.1498335160707174) | > loss_feat: 6.416114330291748 (6.591716239326878) | > loss_mel: 16.35080337524414 (17.108425692508096) | > loss_duration: 2.359221935272217 (2.3960801174766133) | > loss_1: 29.76114845275879 (31.829811397351715)  --> STEP: 20 | > loss_disc: 2.4020750522613525 (2.5080366730690002) | > loss_disc_real_0: 0.29131901264190674 (0.28897655159235003) | > loss_disc_real_1: 0.22232624888420105 (0.2293804794549942) | > loss_disc_real_2: 0.24170418083667755 (0.2340047150850296) | > loss_disc_real_3: 0.2049577683210373 (0.2161966733634472) | > loss_disc_real_4: 0.2068444788455963 (0.24167451187968253) | > loss_disc_real_5: 0.15724146366119385 (0.2128084972500801) | > loss_0: 2.4020750522613525 (2.5080366730690002) | > loss_gen: 2.593400001525879 (2.5842381000518797) | > loss_kl: 2.0469865798950195 (3.0946911692619326) | > loss_feat: 6.800816535949707 (6.60217125415802) | > loss_mel: 18.0073299407959 (17.153370904922486) | > loss_duration: 2.3454976081848145 (2.393550992012023) | > loss_1: 31.794029235839844 (31.828022289276124)  --> STEP: 21 | > loss_disc: 2.5029704570770264 (2.50779542468843) | > loss_disc_real_0: 0.41197314858436584 (0.2948335324014936) | > loss_disc_real_1: 0.2743508219718933 (0.2315219243367513) | > loss_disc_real_2: 0.22856785356998444 (0.2337458169176465) | > loss_disc_real_3: 0.20019139349460602 (0.21543451717921666) | > loss_disc_real_4: 0.19291676580905914 (0.23935271444774808) | > loss_disc_real_5: 0.21282252669334412 (0.21280916531880698) | > loss_0: 2.5029704570770264 (2.50779542468843) | > loss_gen: 3.1097207069396973 (2.609261081332252) | > loss_kl: 2.177372932434082 (3.0510093484606062) | > loss_feat: 6.737851619720459 (6.6086322239467075) | > loss_mel: 16.879959106445312 (17.14035129547119) | > loss_duration: 2.180129051208496 (2.3833880424499503) | > loss_1: 31.085033416748047 (31.792641866774787)  --> STEP: 22 | > loss_disc: 2.554117202758789 (2.5099009600552646) | > loss_disc_real_0: 0.2441338151693344 (0.29252899980003183) | > loss_disc_real_1: 0.24174828827381134 (0.23198675906116312) | > loss_disc_real_2: 0.2901986837387085 (0.23631185631860385) | > loss_disc_real_3: 0.20565010607242584 (0.21498977121981708) | > loss_disc_real_4: 0.26688152551651 (0.24060402404178272) | > loss_disc_real_5: 0.1939864456653595 (0.21195358715274118) | > loss_0: 2.554117202758789 (2.5099009600552646) | > loss_gen: 2.4176230430603027 (2.6005502614108) | > loss_kl: 2.3456900119781494 (3.0189493786204946) | > loss_feat: 8.273385047912598 (6.684302806854248) | > loss_mel: 16.374509811401367 (17.105540318922564) | > loss_duration: 2.212226152420044 (2.3756079565395) | > loss_1: 31.62343406677246 (31.784950603138316)  --> STEP: 23 | > loss_disc: 2.5377278327941895 (2.5111108240873916) | > loss_disc_real_0: 0.39246219396591187 (0.2968739212855049) | > loss_disc_real_1: 0.23932738602161407 (0.23230591675509576) | > loss_disc_real_2: 0.28476259112358093 (0.23841841000577677) | > loss_disc_real_3: 0.21798045933246613 (0.21511980113775833) | > loss_disc_real_4: 0.25577443838119507 (0.2412636072739311) | > loss_disc_real_5: 0.2610822021961212 (0.2140896138937577) | > loss_0: 2.5377278327941895 (2.5111108240873916) | > loss_gen: 2.9952359199523926 (2.617710507434347) | > loss_kl: 2.912381172180176 (3.0143159783404805) | > loss_feat: 6.683859348297119 (6.684283526047416) | > loss_mel: 17.932458877563477 (17.14149329973304) | > loss_duration: 2.3202595710754395 (2.3732015049975845) | > loss_1: 32.84419631958008 (31.831004764722742)  --> STEP: 24 | > loss_disc: 2.73958683013916 (2.520630657672882) | > loss_disc_real_0: 0.2577606737613678 (0.29524420263866585) | > loss_disc_real_1: 0.17774537205696106 (0.23003256072600684) | > loss_disc_real_2: 0.3043050169944763 (0.2411636852969726) | > loss_disc_real_3: 0.23322755098342896 (0.21587429071466127) | > loss_disc_real_4: 0.23402109742164612 (0.2409618360300859) | > loss_disc_real_5: 0.2982739806175232 (0.21759729584058127) | > loss_0: 2.73958683013916 (2.520630657672882) | > loss_gen: 2.275845527648926 (2.6034661332766214) | > loss_kl: 2.4665794372558594 (2.9914936224619546) | > loss_feat: 5.584402561187744 (6.638455152511597) | > loss_mel: 18.80402374267578 (17.21076540152232) | > loss_duration: 2.4321303367614746 (2.3756568729877467) | > loss_1: 31.5629825592041 (31.81983717282613)  --> STEP: 25 | > loss_disc: 2.50321626663208 (2.51993408203125) | > loss_disc_real_0: 0.22019082307815552 (0.2922420674562454) | > loss_disc_real_1: 0.18137966096401215 (0.22808644473552703) | > loss_disc_real_2: 0.21100682020187378 (0.23995741069316864) | > loss_disc_real_3: 0.19915267825126648 (0.21520542621612548) | > loss_disc_real_4: 0.22669042646884918 (0.24039097964763642) | > loss_disc_real_5: 0.30947062373161316 (0.22127222895622253) | > loss_0: 2.50321626663208 (2.51993408203125) | > loss_gen: 2.700573444366455 (2.607350425720215) | > loss_kl: 3.0552289485931396 (2.994043035507202) | > loss_feat: 8.222260475158691 (6.701807365417481) | > loss_mel: 16.483198165893555 (17.181662712097168) | > loss_duration: 2.4274702072143555 (2.377729406356811) | > loss_1: 32.88873291015625 (31.862593002319336)  --> STEP: 26 | > loss_disc: 2.1653926372528076 (2.5062978726166945) | > loss_disc_real_0: 0.1211555004119873 (0.2856618148776201) | > loss_disc_real_1: 0.19979122281074524 (0.22699816696918929) | > loss_disc_real_2: 0.13994862139225006 (0.23611091879697946) | > loss_disc_real_3: 0.12081796675920486 (0.21157513931393623) | > loss_disc_real_4: 0.21283461153507233 (0.2393311193356147) | > loss_disc_real_5: 0.2264338880777359 (0.22147075430704996) | > loss_0: 2.1653926372528076 (2.5062978726166945) | > loss_gen: 3.0146374702453613 (2.6230153120481052) | > loss_kl: 2.821180582046509 (2.987394479604868) | > loss_feat: 12.238911628723145 (6.91477291400616) | > loss_mel: 20.70180320739746 (17.31705273114718) | > loss_duration: 2.264349937438965 (2.3733686575522785) | > loss_1: 41.0408821105957 (32.215604121868424) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024292927521925695 (-3.271836500901536e-05) | > avg_loss_disc: 2.5062978726166945 (+0.016398292321425867) | > avg_loss_disc_real_0: 0.2856618148776201 (+0.14362401859118387) | > avg_loss_disc_real_1: 0.22699816696918929 (+0.03148166548747283) | > avg_loss_disc_real_2: 0.23611091879697946 (-0.0074142595896354024) | > avg_loss_disc_real_3: 0.21157513931393623 (-0.05960616498039317) | > avg_loss_disc_real_4: 0.2393311193356147 (-0.0010784033399361959) | > avg_loss_disc_real_5: 0.22147075430704996 (-0.010723918103254765) | > avg_loss_0: 2.5062978726166945 (+0.016398292321425867) | > avg_loss_gen: 2.6230153120481052 (+0.3309146532645597) | > avg_loss_kl: 2.987394479604868 (-0.11023719035662127) | > avg_loss_feat: 6.91477291400616 (+0.2561030387878418) | > avg_loss_mel: 17.31705273114718 (+0.4934296607971227) | > avg_loss_duration: 2.3733686575522785 (+0.005987314077523731) | > avg_loss_1: 32.215604121868424 (+0.9761978296133194)  > EPOCH: 975/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:31:52)   --> TIME: 2024-06-12 10:32:02 -- STEP: 24/330 -- GLOBAL_STEP: 409775 | > loss_disc: 2.3455042839050293 (2.3140985767046613) | > loss_disc_real_0: 0.11383423209190369 (0.10404838590572278) | > loss_disc_real_1: 0.20228062570095062 (0.19663098268210888) | > loss_disc_real_2: 0.22420336306095123 (0.20297840299705663) | > loss_disc_real_3: 0.26534831523895264 (0.22254806322356066) | > loss_disc_real_4: 0.24922633171081543 (0.2353477111707131) | > loss_disc_real_5: 0.22651827335357666 (0.23226126904288927) | > loss_0: 2.3455042839050293 (2.3140985767046613) | > grad_norm_0: tensor(9.6122, device='cuda:0') (tensor(9.8374, device='cuda:0')) | > loss_gen: 2.511699914932251 (2.5373779733975734) | > loss_kl: 2.0332560539245605 (1.9476456592480342) | > loss_feat: 7.419510841369629 (7.151088138421376) | > loss_mel: 17.373552322387695 (17.448956966400146) | > loss_duration: 1.921609878540039 (2.0120864709218345) | > loss_1: 31.259628295898438 (31.097155570983887) | > grad_norm_1: tensor(72.1373, device='cuda:0') (tensor(88.2406, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.3479 (0.36334511637687683) | > loader_time: 0.0031 (0.0031315088272094727)  --> TIME: 2024-06-12 10:32:15 -- STEP: 49/330 -- GLOBAL_STEP: 409800 | > loss_disc: 2.4668543338775635 (2.3324683928976264) | > loss_disc_real_0: 0.09075537323951721 (0.10318765819680933) | > loss_disc_real_1: 0.17641869187355042 (0.19359914532729558) | > loss_disc_real_2: 0.23561511933803558 (0.20462381049078335) | > loss_disc_real_3: 0.23008956015110016 (0.226659857192818) | > loss_disc_real_4: 0.26351332664489746 (0.2361194357580068) | > loss_disc_real_5: 0.24497991800308228 (0.22542091899988603) | > loss_0: 2.4668543338775635 (2.3324683928976264) | > grad_norm_0: tensor(9.6463, device='cuda:0') (tensor(8.7369, device='cuda:0')) | > loss_gen: 2.3409461975097656 (2.5215005582692673) | > loss_kl: 2.277984857559204 (1.9774366690188039) | > loss_feat: 7.345609664916992 (7.183987432596635) | > loss_mel: 17.081722259521484 (17.337331265819316) | > loss_duration: 1.931705117225647 (1.9782029998545745) | > loss_1: 30.977968215942383 (30.99845909585758) | > grad_norm_1: tensor(146.3434, device='cuda:0') (tensor(88.1057, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.372 (0.3627320503701969) | > loader_time: 0.1567 (0.06422011706293845)  --> TIME: 2024-06-12 10:32:24 -- STEP: 74/330 -- GLOBAL_STEP: 409825 | > loss_disc: 2.3319265842437744 (2.34846783650888) | > loss_disc_real_0: 0.11570819467306137 (0.10584712723219718) | > loss_disc_real_1: 0.1788971871137619 (0.19346097715803096) | > loss_disc_real_2: 0.19275829195976257 (0.20638890282527816) | > loss_disc_real_3: 0.24151305854320526 (0.2290177238551346) | > loss_disc_real_4: 0.23186665773391724 (0.23609855690517942) | > loss_disc_real_5: 0.24240370094776154 (0.22693450406596466) | > loss_0: 2.3319265842437744 (2.34846783650888) | > grad_norm_0: tensor(10.9282, device='cuda:0') (tensor(9.1661, device='cuda:0')) | > loss_gen: 2.4618289470672607 (2.5000928157084696) | > loss_kl: 2.049084186553955 (1.9913601601445996) | > loss_feat: 6.640888214111328 (7.1064569499041585) | > loss_mel: 16.98224639892578 (17.24570470242887) | > loss_duration: 1.8883577585220337 (1.9666780265601906) | > loss_1: 30.022403717041016 (30.81029275945715) | > grad_norm_1: tensor(132.9377, device='cuda:0') (tensor(96.9668, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.3788 (0.366526587589367) | > loader_time: 0.0041 (0.04372302905933278)  --> TIME: 2024-06-12 10:32:34 -- STEP: 99/330 -- GLOBAL_STEP: 409850 | > loss_disc: 2.3942551612854004 (2.345691868753145) | > loss_disc_real_0: 0.13855309784412384 (0.10633885198169285) | > loss_disc_real_1: 0.22735396027565002 (0.19468818469481033) | > loss_disc_real_2: 0.18709111213684082 (0.20762128480757122) | > loss_disc_real_3: 0.2223772406578064 (0.22771580487188667) | > loss_disc_real_4: 0.2088688313961029 (0.23432687677518285) | > loss_disc_real_5: 0.2555069029331207 (0.225320213370853) | > loss_0: 2.3942551612854004 (2.345691868753145) | > grad_norm_0: tensor(10.3403, device='cuda:0') (tensor(9.2362, device='cuda:0')) | > loss_gen: 2.5358939170837402 (2.4976926066658707) | > loss_kl: 1.9087542295455933 (2.001209299973767) | > loss_feat: 6.782932281494141 (7.057966410511672) | > loss_mel: 16.951440811157227 (17.17811230938844) | > loss_duration: 2.014249801635742 (1.970387142113965) | > loss_1: 30.19327163696289 (30.705367810798414) | > grad_norm_1: tensor(101.2051, device='cuda:0') (tensor(102.7672, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.3713 (0.3673271073235405) | > loader_time: 0.0037 (0.03361256917317709)  --> TIME: 2024-06-12 10:32:43 -- STEP: 124/330 -- GLOBAL_STEP: 409875 | > loss_disc: 2.398244619369507 (2.358064999503474) | > loss_disc_real_0: 0.10524492710828781 (0.1086885444219074) | > loss_disc_real_1: 0.1958511769771576 (0.19473293904335268) | > loss_disc_real_2: 0.21878871321678162 (0.2081569821363495) | > loss_disc_real_3: 0.2085985243320465 (0.22880435122116918) | > loss_disc_real_4: 0.22509099543094635 (0.23463713341662962) | > loss_disc_real_5: 0.22532233595848083 (0.22655230772591406) | > loss_0: 2.398244619369507 (2.358064999503474) | > grad_norm_0: tensor(6.1590, device='cuda:0') (tensor(9.6152, device='cuda:0')) | > loss_gen: 2.5713489055633545 (2.4840563131916897) | > loss_kl: 1.8497108221054077 (2.003929233358752) | > loss_feat: 7.314782619476318 (7.00772915732476) | > loss_mel: 17.638586044311523 (17.14062554605545) | > loss_duration: 1.9743008613586426 (1.975343777287391) | > loss_1: 31.34872817993164 (30.611684107011364) | > grad_norm_1: tensor(208.0836, device='cuda:0') (tensor(108.9151, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.3768 (0.36837331710323207) | > loader_time: 0.0042 (0.027652263641357432)  --> TIME: 2024-06-12 10:32:53 -- STEP: 149/330 -- GLOBAL_STEP: 409900 | > loss_disc: 2.3110625743865967 (2.362852571794651) | > loss_disc_real_0: 0.19156858325004578 (0.11177492291735325) | > loss_disc_real_1: 0.20982186496257782 (0.1946096211271798) | > loss_disc_real_2: 0.21627284586429596 (0.20942066739869594) | > loss_disc_real_3: 0.22053907811641693 (0.22961498186892312) | > loss_disc_real_4: 0.24943673610687256 (0.2344848181577337) | > loss_disc_real_5: 0.20217503607273102 (0.2250672171779927) | > loss_0: 2.3110625743865967 (2.362852571794651) | > grad_norm_0: tensor(36.7059, device='cuda:0') (tensor(11.8123, device='cuda:0')) | > loss_gen: 2.456759452819824 (2.4856140629557144) | > loss_kl: 1.829944372177124 (2.004453163018963) | > loss_feat: 6.504473686218262 (7.001397920134884) | > loss_mel: 17.22919464111328 (17.13665306168114) | > loss_duration: 2.016122341156006 (1.981289665170964) | > loss_1: 30.036497116088867 (30.609408000971648) | > grad_norm_1: tensor(395.4687, device='cuda:0') (tensor(142.2721, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.4281 (0.3740957167324603) | > loader_time: 0.0047 (0.0237729373394243)  --> TIME: 2024-06-12 10:33:04 -- STEP: 174/330 -- GLOBAL_STEP: 409925 | > loss_disc: 2.365186929702759 (2.361821665160959) | > loss_disc_real_0: 0.1141645759344101 (0.11237069587597903) | > loss_disc_real_1: 0.18487365543842316 (0.1942349615795859) | > loss_disc_real_2: 0.21480804681777954 (0.20990641320916428) | > loss_disc_real_3: 0.24293355643749237 (0.22935372257027134) | > loss_disc_real_4: 0.23886919021606445 (0.2338431048496016) | > loss_disc_real_5: 0.247164785861969 (0.2244074610115468) | > loss_0: 2.365186929702759 (2.361821665160959) | > grad_norm_0: tensor(21.4816, device='cuda:0') (tensor(13.1566, device='cuda:0')) | > loss_gen: 2.4054324626922607 (2.4872911935565107) | > loss_kl: 2.117323637008667 (2.0178074754517645) | > loss_feat: 6.796648979187012 (6.995034672748083) | > loss_mel: 16.205894470214844 (17.08647119039776) | > loss_duration: 2.082334041595459 (1.9876572798038352) | > loss_1: 29.607633590698242 (30.57426199419745) | > grad_norm_1: tensor(281.0102, device='cuda:0') (tensor(162.6072, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.4149 (0.37803434777533856) | > loader_time: 0.0055 (0.021054885853296044)  --> TIME: 2024-06-12 10:33:14 -- STEP: 199/330 -- GLOBAL_STEP: 409950 | > loss_disc: 2.2631804943084717 (2.36221150057999) | > loss_disc_real_0: 0.1316096931695938 (0.11356444256239802) | > loss_disc_real_1: 0.1806665062904358 (0.19434200369532983) | > loss_disc_real_2: 0.20187638700008392 (0.21033338828002987) | > loss_disc_real_3: 0.24082542955875397 (0.22988578819449823) | > loss_disc_real_4: 0.2294301688671112 (0.23426135108998072) | > loss_disc_real_5: 0.2049756646156311 (0.22334051663851617) | > loss_0: 2.2631804943084717 (2.36221150057999) | > grad_norm_0: tensor(11.5992, device='cuda:0') (tensor(14.5685, device='cuda:0')) | > loss_gen: 2.558082103729248 (2.4879910394774) | > loss_kl: 1.9783967733383179 (2.023601242046259) | > loss_feat: 6.872468948364258 (6.984733195760143) | > loss_mel: 16.531999588012695 (17.051675877978447) | > loss_duration: 2.120820999145508 (1.9967633839228645) | > loss_1: 30.061769485473633 (30.54476488774745) | > grad_norm_1: tensor(401.4171, device='cuda:0') (tensor(185.0113, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.4095 (0.38133312948984105) | > loader_time: 0.0056 (0.019050112920789872)  --> TIME: 2024-06-12 10:33:25 -- STEP: 224/330 -- GLOBAL_STEP: 409975 | > loss_disc: 2.240717887878418 (2.3609270687614177) | > loss_disc_real_0: 0.08886419981718063 (0.11450158102836994) | > loss_disc_real_1: 0.22110174596309662 (0.1943610695722912) | > loss_disc_real_2: 0.18967385590076447 (0.21025932327445065) | > loss_disc_real_3: 0.2248334288597107 (0.22949895395764283) | > loss_disc_real_4: 0.22269727289676666 (0.2334818538012249) | > loss_disc_real_5: 0.18958663940429688 (0.22301871396069015) | > loss_0: 2.240717887878418 (2.3609270687614177) | > grad_norm_0: tensor(16.1289, device='cuda:0') (tensor(15.7789, device='cuda:0')) | > loss_gen: 2.4754116535186768 (2.48861292217459) | > loss_kl: 2.036214828491211 (2.028093159730944) | > loss_feat: 7.890214920043945 (6.988741719297001) | > loss_mel: 17.616790771484375 (17.021313475711) | > loss_duration: 2.129505157470703 (2.005021346466882) | > loss_1: 32.14813995361328 (30.53178278888975) | > grad_norm_1: tensor(486.5240, device='cuda:0') (tensor(202.8673, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.4263 (0.3853947179658071) | > loader_time: 0.006 (0.017515514578138082)  --> TIME: 2024-06-12 10:33:36 -- STEP: 249/330 -- GLOBAL_STEP: 410000 | > loss_disc: 2.345646619796753 (2.3621503866341227) | > loss_disc_real_0: 0.10405977070331573 (0.11603741036600858) | > loss_disc_real_1: 0.19287659227848053 (0.1940622214811394) | > loss_disc_real_2: 0.18735694885253906 (0.21005726417145096) | > loss_disc_real_3: 0.23470129072666168 (0.22935533703091632) | > loss_disc_real_4: 0.1977197229862213 (0.23287456383906216) | > loss_disc_real_5: 0.22724707424640656 (0.2227650755739595) | > loss_0: 2.345646619796753 (2.3621503866341227) | > grad_norm_0: tensor(16.8309, device='cuda:0') (tensor(16.1830, device='cuda:0')) | > loss_gen: 2.3899359703063965 (2.484193160351979) | > loss_kl: 2.135124444961548 (2.033161089123493) | > loss_feat: 6.696342468261719 (6.978400058056935) | > loss_mel: 17.34233283996582 (17.003430454606505) | > loss_duration: 2.0985629558563232 (2.0144641370658416) | > loss_1: 30.66229820251465 (30.51364904043665) | > grad_norm_1: tensor(252.7198, device='cuda:0') (tensor(209.4475, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.424 (0.3897577940699565) | > loader_time: 0.0058 (0.016335866537438824) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_410000.pth  --> TIME: 2024-06-12 10:33:52 -- STEP: 274/330 -- GLOBAL_STEP: 410025 | > loss_disc: 2.4454874992370605 (2.364558028478693) | > loss_disc_real_0: 0.11088687181472778 (0.11679705115456651) | > loss_disc_real_1: 0.21522937715053558 (0.19458935045412856) | > loss_disc_real_2: 0.24362921714782715 (0.21035911420183462) | > loss_disc_real_3: 0.25657156109809875 (0.22963157644237045) | > loss_disc_real_4: 0.2319558709859848 (0.23312852406588785) | > loss_disc_real_5: 0.21674169600009918 (0.22261762929006218) | > loss_0: 2.4454874992370605 (2.364558028478693) | > grad_norm_0: tensor(27.4474, device='cuda:0') (tensor(16.7478, device='cuda:0')) | > loss_gen: 2.3104474544525146 (2.4812740470371106) | > loss_kl: 2.174136161804199 (2.0376352358908556) | > loss_feat: 6.5945940017700195 (6.973319645345646) | > loss_mel: 15.906437873840332 (16.9511317928342) | > loss_duration: 2.124776840209961 (2.023659408527569) | > loss_1: 29.11039161682129 (30.467020257546082) | > grad_norm_1: tensor(227.4140, device='cuda:0') (tensor(213.0554, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.4505 (0.3952403764655119) | > loader_time: 0.0061 (0.015429487193587929)  --> TIME: 2024-06-12 10:34:04 -- STEP: 299/330 -- GLOBAL_STEP: 410050 | > loss_disc: 2.365774154663086 (2.3670276351596993) | > loss_disc_real_0: 0.1272137612104416 (0.11776538487262152) | > loss_disc_real_1: 0.18834641575813293 (0.19507364156254153) | > loss_disc_real_2: 0.24887941777706146 (0.21048121921792884) | > loss_disc_real_3: 0.24008221924304962 (0.22943541661752107) | > loss_disc_real_4: 0.27532392740249634 (0.23329159393159044) | > loss_disc_real_5: 0.2410612553358078 (0.22299979995923697) | > loss_0: 2.365774154663086 (2.3670276351596993) | > grad_norm_0: tensor(25.4095, device='cuda:0') (tensor(17.1446, device='cuda:0')) | > loss_gen: 2.389047145843506 (2.4777591108877117) | > loss_kl: 2.0892019271850586 (2.0429085385440593) | > loss_feat: 7.540693759918213 (6.9807263967584205) | > loss_mel: 16.39536476135254 (16.909590906124045) | > loss_duration: 2.1956677436828613 (2.034895458349018) | > loss_1: 30.609975814819336 (30.445880519905216) | > grad_norm_1: tensor(420.6364, device='cuda:0') (tensor(223.0546, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.4655 (0.40048125914506677) | > loader_time: 0.0064 (0.01469029311751044)  --> TIME: 2024-06-12 10:34:18 -- STEP: 324/330 -- GLOBAL_STEP: 410075 | > loss_disc: 2.3852672576904297 (2.372303791988043) | > loss_disc_real_0: 0.13639581203460693 (0.11942041239896674) | > loss_disc_real_1: 0.191134512424469 (0.19533977551776682) | > loss_disc_real_2: 0.23168516159057617 (0.21122953185328738) | > loss_disc_real_3: 0.22947895526885986 (0.2298614132091587) | > loss_disc_real_4: 0.2202223539352417 (0.23305564534700948) | > loss_disc_real_5: 0.24601377546787262 (0.22256177309670566) | > loss_0: 2.3852672576904297 (2.372303791988043) | > grad_norm_0: tensor(31.2696, device='cuda:0') (tensor(18.0228, device='cuda:0')) | > loss_gen: 2.4639673233032227 (2.475929137365316) | > loss_kl: 2.2824416160583496 (2.0509628852208457) | > loss_feat: 10.00316047668457 (7.031980607244703) | > loss_mel: 16.824792861938477 (16.87941422874545) | > loss_duration: 2.257331371307373 (2.049830390347376) | > loss_1: 33.831695556640625 (30.488117382850177) | > grad_norm_1: tensor(758.5473, device='cuda:0') (tensor(239.2150, device='cuda:0')) | > current_lr_0: 0.00017705045504878646 | > current_lr_1: 0.00017705045504878646 | > step_time: 0.6025 (0.41175923376907503) | > loader_time: 0.0094 (0.014182156250800621)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3784096240997314 (2.3784096240997314) | > loss_disc_real_0: 0.09662725031375885 (0.09662725031375885) | > loss_disc_real_1: 0.22012536227703094 (0.22012536227703094) | > loss_disc_real_2: 0.2567368149757385 (0.2567368149757385) | > loss_disc_real_3: 0.25241348147392273 (0.25241348147392273) | > loss_disc_real_4: 0.3201129138469696 (0.3201129138469696) | > loss_disc_real_5: 0.2880280017852783 (0.2880280017852783) | > loss_0: 2.3784096240997314 (2.3784096240997314) | > loss_gen: 2.5264203548431396 (2.5264203548431396) | > loss_kl: 2.50895094871521 (2.50895094871521) | > loss_feat: 6.793212890625 (6.793212890625) | > loss_mel: 17.518617630004883 (17.518617630004883) | > loss_duration: 3.1531147956848145 (3.1531147956848145) | > loss_1: 32.50031661987305 (32.50031661987305)  --> STEP: 1 | > loss_disc: 2.36012601852417 (2.36012601852417) | > loss_disc_real_0: 0.0492241308093071 (0.0492241308093071) | > loss_disc_real_1: 0.22596487402915955 (0.22596487402915955) | > loss_disc_real_2: 0.18657317757606506 (0.18657317757606506) | > loss_disc_real_3: 0.25881752371788025 (0.25881752371788025) | > loss_disc_real_4: 0.26433074474334717 (0.26433074474334717) | > loss_disc_real_5: 0.2961275279521942 (0.2961275279521942) | > loss_0: 2.36012601852417 (2.36012601852417) | > loss_gen: 2.302493095397949 (2.302493095397949) | > loss_kl: 2.9085135459899902 (2.9085135459899902) | > loss_feat: 6.338770389556885 (6.338770389556885) | > loss_mel: 17.58879852294922 (17.58879852294922) | > loss_duration: 2.5176877975463867 (2.5176877975463867) | > loss_1: 31.656265258789062 (31.656265258789062)  --> STEP: 2 | > loss_disc: 2.304248094558716 (2.332187056541443) | > loss_disc_real_0: 0.03949972987174988 (0.04436193034052849) | > loss_disc_real_1: 0.2805840075016022 (0.25327444076538086) | > loss_disc_real_2: 0.2188381552696228 (0.20270566642284393) | > loss_disc_real_3: 0.26969805359840393 (0.2642577886581421) | > loss_disc_real_4: 0.2225916087627411 (0.24346117675304413) | > loss_disc_real_5: 0.18924646079540253 (0.24268699437379837) | > loss_0: 2.304248094558716 (2.332187056541443) | > loss_gen: 2.415022134780884 (2.3587576150894165) | > loss_kl: 3.027704954147339 (2.9681092500686646) | > loss_feat: 7.038620471954346 (6.688695430755615) | > loss_mel: 18.008342742919922 (17.79857063293457) | > loss_duration: 2.5249953269958496 (2.521341562271118) | > loss_1: 33.014686584472656 (32.33547592163086)  --> STEP: 3 | > loss_disc: 2.61118745803833 (2.4251871903737388) | > loss_disc_real_0: 0.11066225916147232 (0.06646203994750977) | > loss_disc_real_1: 0.19002829492092133 (0.232192392150561) | > loss_disc_real_2: 0.23093557357788086 (0.21211563547452292) | > loss_disc_real_3: 0.30006158351898193 (0.2761923869450887) | > loss_disc_real_4: 0.25915342569351196 (0.24869192639986673) | > loss_disc_real_5: 0.21050868928432465 (0.23196089267730713) | > loss_0: 2.61118745803833 (2.4251871903737388) | > loss_gen: 2.0365259647369385 (2.251347064971924) | > loss_kl: 3.961095094680786 (3.2991045316060386) | > loss_feat: 5.503222465515137 (6.293537775675456) | > loss_mel: 17.461631774902344 (17.68625768025716) | > loss_duration: 2.3644535541534424 (2.469045559565226) | > loss_1: 31.326929092407227 (31.99929364522298)  --> STEP: 4 | > loss_disc: 2.5334527492523193 (2.452253580093384) | > loss_disc_real_0: 0.14425626397132874 (0.08591059595346451) | > loss_disc_real_1: 0.16921959817409515 (0.21644919365644455) | > loss_disc_real_2: 0.22995412349700928 (0.2165752574801445) | > loss_disc_real_3: 0.34205374121665955 (0.2926577255129814) | > loss_disc_real_4: 0.26921215653419495 (0.2538219839334488) | > loss_disc_real_5: 0.2704569399356842 (0.2415849044919014) | > loss_0: 2.5334527492523193 (2.452253580093384) | > loss_gen: 2.3621160984039307 (2.2790393233299255) | > loss_kl: 3.455076217651367 (3.3380974531173706) | > loss_feat: 6.610574245452881 (6.372796893119812) | > loss_mel: 17.990053176879883 (17.762206554412842) | > loss_duration: 2.4316673278808594 (2.4597010016441345) | > loss_1: 32.8494873046875 (32.21184206008911)  --> STEP: 5 | > loss_disc: 2.350705146789551 (2.431943893432617) | > loss_disc_real_0: 0.20557801425457 (0.10984407961368561) | > loss_disc_real_1: 0.2490418404340744 (0.22296772301197051) | > loss_disc_real_2: 0.2736210525035858 (0.22798441648483275) | > loss_disc_real_3: 0.31041690707206726 (0.2962095618247986) | > loss_disc_real_4: 0.25956523418426514 (0.2549706339836121) | > loss_disc_real_5: 0.2459900826215744 (0.242465940117836) | > loss_0: 2.350705146789551 (2.431943893432617) | > loss_gen: 2.951211929321289 (2.4134738445281982) | > loss_kl: 2.3591806888580322 (3.142314100265503) | > loss_feat: 5.7338337898254395 (6.245004272460937) | > loss_mel: 17.32733726501465 (17.675232696533204) | > loss_duration: 2.411945104598999 (2.4501498222351072) | > loss_1: 30.783510208129883 (31.926175689697267)  --> STEP: 6 | > loss_disc: 2.642714262008667 (2.467072288195292) | > loss_disc_real_0: 0.10415925085544586 (0.10889660815397899) | > loss_disc_real_1: 0.24744227528572083 (0.22704681505759558) | > loss_disc_real_2: 0.2504409849643707 (0.23172717789808908) | > loss_disc_real_3: 0.3294171094894409 (0.30174415310223895) | > loss_disc_real_4: 0.2872421443462372 (0.26034921904404956) | > loss_disc_real_5: 0.28031226992607117 (0.24877366175254187) | > loss_0: 2.642714262008667 (2.467072288195292) | > loss_gen: 2.219064474105835 (2.3810722827911377) | > loss_kl: 2.6888654232025146 (3.066739320755005) | > loss_feat: 4.900143146514893 (6.02086075146993) | > loss_mel: 16.966081619262695 (17.557040850321453) | > loss_duration: 2.279813289642334 (2.421760400136312) | > loss_1: 29.05396842956543 (31.447474479675293)  --> STEP: 7 | > loss_disc: 2.4401891231536865 (2.4632318360464915) | > loss_disc_real_0: 0.10855759680271149 (0.10884817796094078) | > loss_disc_real_1: 0.20432373881340027 (0.22380066130842483) | > loss_disc_real_2: 0.32330772280693054 (0.24481011288506643) | > loss_disc_real_3: 0.3239422142505646 (0.3049153046948569) | > loss_disc_real_4: 0.22717538475990295 (0.25561009986060007) | > loss_disc_real_5: 0.15723572671413422 (0.2356968138899122) | > loss_0: 2.4401891231536865 (2.4632318360464915) | > loss_gen: 2.4564411640167236 (2.3918392658233643) | > loss_kl: 4.417194843292236 (3.259661538260324) | > loss_feat: 6.7685956954956055 (6.127680029187884) | > loss_mel: 17.1229305267334 (17.495025089808873) | > loss_duration: 2.610363006591797 (2.4487036296299527) | > loss_1: 33.375526428222656 (31.722910472324916)  --> STEP: 8 | > loss_disc: 2.1822831630706787 (2.4281132519245148) | > loss_disc_real_0: 0.10037160664796829 (0.10778860654681921) | > loss_disc_real_1: 0.1836046427488327 (0.2187761589884758) | > loss_disc_real_2: 0.21749840676784515 (0.24139614962041378) | > loss_disc_real_3: 0.23286522924900055 (0.29590904526412487) | > loss_disc_real_4: 0.20205582678318024 (0.24891581572592258) | > loss_disc_real_5: 0.2583472728729248 (0.23852812126278877) | > loss_0: 2.1822831630706787 (2.4281132519245148) | > loss_gen: 2.534728527069092 (2.40970042347908) | > loss_kl: 3.5468719005584717 (3.295562833547592) | > loss_feat: 8.425821304321289 (6.414947688579559) | > loss_mel: 18.58173942565918 (17.63086438179016) | > loss_duration: 2.29885196685791 (2.4299721717834473) | > loss_1: 35.38801193237305 (32.18104815483093)  --> STEP: 9 | > loss_disc: 2.4637415409088135 (2.432071950700548) | > loss_disc_real_0: 0.2107851505279541 (0.11923266698916753) | > loss_disc_real_1: 0.14159683883190155 (0.21020067897107866) | > loss_disc_real_2: 0.27754950523376465 (0.24541318913300833) | > loss_disc_real_3: 0.2557034194469452 (0.29144175350666046) | > loss_disc_real_4: 0.2994101643562317 (0.254526298907068) | > loss_disc_real_5: 0.31398171186447144 (0.24691185355186462) | > loss_0: 2.4637415409088135 (2.432071950700548) | > loss_gen: 2.762115478515625 (2.448857651816474) | > loss_kl: 2.8519504070281982 (3.246272563934326) | > loss_feat: 6.9348015785217285 (6.472709231906467) | > loss_mel: 18.664766311645508 (17.74574237399631) | > loss_duration: 2.1983885765075684 (2.4042406611972384) | > loss_1: 33.41202163696289 (32.317822986178925)  --> STEP: 10 | > loss_disc: 2.4845824241638184 (2.437322998046875) | > loss_disc_real_0: 0.09295441955327988 (0.11660484224557877) | > loss_disc_real_1: 0.1799406260251999 (0.20717467367649078) | > loss_disc_real_2: 0.2776429057121277 (0.24863616079092027) | > loss_disc_real_3: 0.28502315282821655 (0.29079989343881607) | > loss_disc_real_4: 0.2315865308046341 (0.25223232209682467) | > loss_disc_real_5: 0.1910317838191986 (0.241323846578598) | > loss_0: 2.4845824241638184 (2.437322998046875) | > loss_gen: 2.2013280391693115 (2.424104690551758) | > loss_kl: 2.598287343978882 (3.181474041938782) | > loss_feat: 6.638617038726807 (6.489300012588501) | > loss_mel: 17.76249122619629 (17.74741725921631) | > loss_duration: 2.490569591522217 (2.412873554229736) | > loss_1: 31.691293716430664 (32.255170059204104)  --> STEP: 11 | > loss_disc: 2.820863962173462 (2.472190358422019) | > loss_disc_real_0: 0.1258021593093872 (0.11744096197865227) | > loss_disc_real_1: 0.22461090981960297 (0.20875978605313736) | > loss_disc_real_2: 0.297624796628952 (0.2530896731398322) | > loss_disc_real_3: 0.28339168429374695 (0.2901264198801734) | > loss_disc_real_4: 0.30678144097328186 (0.2571913329037753) | > loss_disc_real_5: 0.36941540241241455 (0.25296853347258136) | > loss_0: 2.820863962173462 (2.472190358422019) | > loss_gen: 2.1778643131256104 (2.4017192016948354) | > loss_kl: 3.831362009048462 (3.24055476622148) | > loss_feat: 5.16156005859375 (6.36859638040716) | > loss_mel: 15.98674488067627 (17.587356133894488) | > loss_duration: 2.5615596771240234 (2.4263904744928535) | > loss_1: 29.719091415405273 (32.02461745522239)  --> STEP: 12 | > loss_disc: 2.391321897506714 (2.46545132001241) | > loss_disc_real_0: 0.08367666602134705 (0.11462727064887683) | > loss_disc_real_1: 0.23742687702178955 (0.21114871030052504) | > loss_disc_real_2: 0.24833133816719055 (0.25269314522544545) | > loss_disc_real_3: 0.31552764773368835 (0.29224318886796635) | > loss_disc_real_4: 0.21786083281040192 (0.25391379122932756) | > loss_disc_real_5: 0.24445512890815735 (0.2522590830922127) | > loss_0: 2.391321897506714 (2.46545132001241) | > loss_gen: 2.4484875202178955 (2.405616561571757) | > loss_kl: 2.7700841426849365 (3.201348880926768) | > loss_feat: 5.588477611541748 (6.303586483001709) | > loss_mel: 16.704212188720703 (17.513760805130005) | > loss_duration: 2.2530055046081543 (2.411941727002462) | > loss_1: 29.76426887512207 (31.836255073547363)  --> STEP: 13 | > loss_disc: 2.1911277770996094 (2.444349509019118) | > loss_disc_real_0: 0.16764366626739502 (0.11870545492722438) | > loss_disc_real_1: 0.21908070147037506 (0.21175886346743658) | > loss_disc_real_2: 0.26646682620048523 (0.25375265914660233) | > loss_disc_real_3: 0.24895863234996796 (0.2889136075973511) | > loss_disc_real_4: 0.1846405267715454 (0.24858507857872894) | > loss_disc_real_5: 0.16516652703285217 (0.2455596557030311) | > loss_0: 2.1911277770996094 (2.444349509019118) | > loss_gen: 2.566944122314453 (2.4180263739365797) | > loss_kl: 3.1808104515075684 (3.199769001740676) | > loss_feat: 10.385766983032227 (6.617600367619441) | > loss_mel: 16.412250518798828 (17.42902924464299) | > loss_duration: 2.293813943862915 (2.4028549744532657) | > loss_1: 34.8395881652832 (32.06728069598858)  --> STEP: 14 | > loss_disc: 2.8512842655181885 (2.47341627734048) | > loss_disc_real_0: 0.12279652059078217 (0.1189976739031928) | > loss_disc_real_1: 0.20450638234615326 (0.2112408291016306) | > loss_disc_real_2: 0.2723364233970642 (0.2550800708787782) | > loss_disc_real_3: 0.3446783423423767 (0.29289680293628145) | > loss_disc_real_4: 0.3874751031398773 (0.25850579461881096) | > loss_disc_real_5: 0.4975188076496124 (0.2635567379849298) | > loss_0: 2.8512842655181885 (2.47341627734048) | > loss_gen: 2.452892541885376 (2.4205168145043507) | > loss_kl: 3.5073187351226807 (3.2217368398393904) | > loss_feat: 5.824099063873291 (6.560921703066144) | > loss_mel: 17.944974899291992 (17.465882505689347) | > loss_duration: 2.4109973907470703 (2.403436575617109) | > loss_1: 32.140281677246094 (32.072495051792686)  --> STEP: 15 | > loss_disc: 2.3782198429107666 (2.4670698483784994) | > loss_disc_real_0: 0.16711017489433289 (0.1222051739692688) | > loss_disc_real_1: 0.18244972825050354 (0.20932142237822216) | > loss_disc_real_2: 0.23724687099456787 (0.25389119088649753) | > loss_disc_real_3: 0.22174516320228577 (0.28815336028734845) | > loss_disc_real_4: 0.2540334463119507 (0.2582076380650203) | > loss_disc_real_5: 0.28962716460227966 (0.26529476642608646) | > loss_0: 2.3782198429107666 (2.4670698483784994) | > loss_gen: 2.499349355697632 (2.4257723172505696) | > loss_kl: 2.9920458793640137 (3.206424109141032) | > loss_feat: 6.579585075378418 (6.562165927886963) | > loss_mel: 17.55386734008789 (17.47174816131592) | > loss_duration: 2.3926944732666016 (2.4027204354604086) | > loss_1: 32.017539978027344 (32.06883138020833)  --> STEP: 16 | > loss_disc: 2.7127785682678223 (2.482426643371582) | > loss_disc_real_0: 0.11535226553678513 (0.12177686719223857) | > loss_disc_real_1: 0.1999393254518509 (0.20873504132032394) | > loss_disc_real_2: 0.26807138323783875 (0.2547774529084563) | > loss_disc_real_3: 0.2599548399448395 (0.2863909527659416) | > loss_disc_real_4: 0.25766006112098694 (0.25817341450601816) | > loss_disc_real_5: 0.26986950635910034 (0.2655806876718998) | > loss_0: 2.7127785682678223 (2.482426643371582) | > loss_gen: 2.1087567806243896 (2.4059588462114334) | > loss_kl: 2.918409585952759 (3.188423201441765) | > loss_feat: 5.286665439605713 (6.482447147369385) | > loss_mel: 14.65892505645752 (17.295946717262268) | > loss_duration: 2.4079244136810303 (2.4030456840991974) | > loss_1: 27.38068199157715 (31.77582204341888)  --> STEP: 17 | > loss_disc: 2.711162567138672 (2.4958816977108227) | > loss_disc_real_0: 0.10403789579868317 (0.12073339828673531) | > loss_disc_real_1: 0.16596561670303345 (0.2062191928134245) | > loss_disc_real_2: 0.2095448076725006 (0.25211670907104716) | > loss_disc_real_3: 0.32458171248435974 (0.2886374680434956) | > loss_disc_real_4: 0.32577356696128845 (0.2621498940622105) | > loss_disc_real_5: 0.44297656416893005 (0.2760157392305486) | > loss_0: 2.711162567138672 (2.4958816977108227) | > loss_gen: 2.361297130584717 (2.4033316864686856) | > loss_kl: 2.0332980155944824 (3.120474661097807) | > loss_feat: 5.7093024253845215 (6.436968046076157) | > loss_mel: 16.790651321411133 (17.266223458682788) | > loss_duration: 2.5107390880584717 (2.409380590214449) | > loss_1: 29.405288696289062 (31.636378905352423)  --> STEP: 18 | > loss_disc: 2.316345691680908 (2.485907475153605) | > loss_disc_real_0: 0.07666194438934326 (0.11828498418132465) | > loss_disc_real_1: 0.23462334275245667 (0.20779720114337075) | > loss_disc_real_2: 0.26089948415756226 (0.252604641020298) | > loss_disc_real_3: 0.28635355830192566 (0.28851058416896397) | > loss_disc_real_4: 0.23695524036884308 (0.2607501910792457) | > loss_disc_real_5: 0.2653927206993103 (0.27542557153436875) | > loss_0: 2.316345691680908 (2.485907475153605) | > loss_gen: 2.5626726150512695 (2.412183960278829) | > loss_kl: 2.871870994567871 (3.1066633462905884) | > loss_feat: 9.10183334350586 (6.585016118155585) | > loss_mel: 19.576379776000977 (17.394565476311577) | > loss_duration: 2.3282418251037598 (2.4048728810416327) | > loss_1: 36.44099807739258 (31.90330219268799)  --> STEP: 19 | > loss_disc: 2.5001931190490723 (2.4866593511481034) | > loss_disc_real_0: 0.08511468768119812 (0.11653917910237062) | > loss_disc_real_1: 0.22212031483650208 (0.2085510492324829) | > loss_disc_real_2: 0.24408785998821259 (0.25215638938703033) | > loss_disc_real_3: 0.2824435830116272 (0.28819126831857783) | > loss_disc_real_4: 0.27033475041389465 (0.261254641570543) | > loss_disc_real_5: 0.29178646206855774 (0.27628667103616816) | > loss_0: 2.5001931190490723 (2.4866593511481034) | > loss_gen: 2.408881902694702 (2.412010167774401) | > loss_kl: 2.5507431030273438 (3.0774043861188387) | > loss_feat: 4.454024791717529 (6.472858679922004) | > loss_mel: 15.1143159866333 (17.27455234527588) | > loss_duration: 2.399352550506592 (2.4045823373292623) | > loss_1: 26.927318572998047 (31.641408317967464)  --> STEP: 20 | > loss_disc: 2.5666022300720215 (2.4906564950942993) | > loss_disc_real_0: 0.24929562211036682 (0.12317700125277042) | > loss_disc_real_1: 0.22092528641223907 (0.20916976109147073) | > loss_disc_real_2: 0.25480353832244873 (0.25228874683380126) | > loss_disc_real_3: 0.31243976950645447 (0.28940369337797167) | > loss_disc_real_4: 0.3029315769672394 (0.2633384883403778) | > loss_disc_real_5: 0.1998557299375534 (0.2724651239812374) | > loss_0: 2.5666022300720215 (2.4906564950942993) | > loss_gen: 2.568312644958496 (2.419825291633606) | > loss_kl: 2.687990665435791 (3.0579337000846865) | > loss_feat: 8.283406257629395 (6.563386058807373) | > loss_mel: 17.966217041015625 (17.309135580062865) | > loss_duration: 2.3157851696014404 (2.400142478942871) | > loss_1: 33.821712493896484 (31.750423526763917)  --> STEP: 21 | > loss_disc: 2.538661003112793 (2.492942424047561) | > loss_disc_real_0: 0.06578662246465683 (0.12044412607238406) | > loss_disc_real_1: 0.2610466480255127 (0.2116400890407108) | > loss_disc_real_2: 0.2997322678565979 (0.2545479621206011) | > loss_disc_real_3: 0.29585155844688416 (0.2897107345717294) | > loss_disc_real_4: 0.29512330889701843 (0.2648520512240274) | > loss_disc_real_5: 0.19512994587421417 (0.26878249645233154) | > loss_0: 2.538661003112793 (2.492942424047561) | > loss_gen: 2.3650622367858887 (2.417217527117048) | > loss_kl: 2.4093267917633057 (3.027047656831287) | > loss_feat: 5.255699634552002 (6.5011152766999745) | > loss_mel: 14.209132194519043 (17.161516371227446) | > loss_duration: 2.1884255409240723 (2.390060719989595) | > loss_1: 26.42764663696289 (31.496957960582915)  --> STEP: 22 | > loss_disc: 2.2251360416412354 (2.480769406665455) | > loss_disc_real_0: 0.08445598930120468 (0.11880830167369409) | > loss_disc_real_1: 0.21692459285259247 (0.2118802937594327) | > loss_disc_real_2: 0.2834729552268982 (0.2558627345345237) | > loss_disc_real_3: 0.2221248894929886 (0.28663865070451394) | > loss_disc_real_4: 0.2888087332248688 (0.26594099131497473) | > loss_disc_real_5: 0.24911214411258698 (0.2678883895277977) | > loss_0: 2.2251360416412354 (2.480769406665455) | > loss_gen: 2.720935344696045 (2.4310228824615483) | > loss_kl: 2.395326852798462 (2.998333074829795) | > loss_feat: 8.014516830444336 (6.569906256415627) | > loss_mel: 17.758193969726562 (17.188638080250133) | > loss_duration: 2.1691737174987793 (2.380020401694558) | > loss_1: 33.05814743041992 (31.567921118302777)  --> STEP: 23 | > loss_disc: 2.812852382659912 (2.495207796926084) | > loss_disc_real_0: 0.10028697550296783 (0.11800302662279295) | > loss_disc_real_1: 0.23759780824184418 (0.2129984465630158) | > loss_disc_real_2: 0.28119561076164246 (0.25696416393570276) | > loss_disc_real_3: 0.30567243695259094 (0.2874662066283434) | > loss_disc_real_4: 0.2972886264324188 (0.26730393197225494) | > loss_disc_real_5: 0.2993054986000061 (0.26925435079180676) | > loss_0: 2.812852382659912 (2.495207796926084) | > loss_gen: 2.004098415374756 (2.4124609491099487) | > loss_kl: 3.231607437133789 (3.0084754384082295) | > loss_feat: 4.532084941864014 (6.481305329695992) | > loss_mel: 14.543815612792969 (17.073645799056344) | > loss_duration: 2.344215154647827 (2.3784636518229614) | > loss_1: 26.65582275390625 (31.354351624198582)  --> STEP: 24 | > loss_disc: 2.471895933151245 (2.4942364692687993) | > loss_disc_real_0: 0.12371039390563965 (0.11824083359291156) | > loss_disc_real_1: 0.18590961396694183 (0.21186974520484605) | > loss_disc_real_2: 0.2374953180551529 (0.2561529620240132) | > loss_disc_real_3: 0.30143165588378906 (0.28804810034732026) | > loss_disc_real_4: 0.30668318271636963 (0.2689447340865931) | > loss_disc_real_5: 0.28629687428474426 (0.2699644559373458) | > loss_0: 2.471895933151245 (2.4942364692687993) | > loss_gen: 2.502373695373535 (2.416207313537598) | > loss_kl: 2.570248603820801 (2.990215986967087) | > loss_feat: 7.021921157836914 (6.503830989201863) | > loss_mel: 17.7137508392334 (17.100316842397053) | > loss_duration: 2.4219000339508057 (2.3802735010782885) | > loss_1: 32.230194091796875 (31.39084506034851)  --> STEP: 25 | > loss_disc: 2.5773351192474365 (2.497560415267945) | > loss_disc_real_0: 0.049379222095012665 (0.1154863691329956) | > loss_disc_real_1: 0.19249771535396576 (0.21109486401081085) | > loss_disc_real_2: 0.2554391622543335 (0.256124410033226) | > loss_disc_real_3: 0.3029656708240509 (0.28864480316638946) | > loss_disc_real_4: 0.24382822215557098 (0.2679400736093522) | > loss_disc_real_5: 0.27393683791160583 (0.2701233512163162) | > loss_0: 2.5773351192474365 (2.497560415267945) | > loss_gen: 2.0945184230804443 (2.403339757919312) | > loss_kl: 3.0389575958251953 (2.992165651321411) | > loss_feat: 4.617154121398926 (6.428363914489746) | > loss_mel: 16.003467559814453 (17.05644287109375) | > loss_duration: 2.426217794418335 (2.38211127281189) | > loss_1: 28.180316925048828 (31.262423934936525)  --> STEP: 26 | > loss_disc: 2.4384820461273193 (2.4952881703009977) | > loss_disc_real_0: 0.15290220081806183 (0.11692543958242123) | > loss_disc_real_1: 0.1887056976556778 (0.21023374222792113) | > loss_disc_real_2: 0.26140183210372925 (0.25632738780516845) | > loss_disc_real_3: 0.1994718313217163 (0.28521507348005587) | > loss_disc_real_4: 0.16222654283046722 (0.26387416857939505) | > loss_disc_real_5: 0.18059536814689636 (0.26667996725210774) | > loss_0: 2.4384820461273193 (2.4952881703009977) | > loss_gen: 2.666724443435669 (2.4134699381314797) | > loss_kl: 2.2865679264068604 (2.9650272772862363) | > loss_feat: 12.231666564941406 (6.651567862584041) | > loss_mel: 17.731725692749023 (17.08241528731126) | > loss_duration: 2.278164863586426 (2.378113333995526) | > loss_1: 37.19485092163086 (31.490594203655537) --> EVAL PERFORMANCE | > avg_loader_time: 0.002426771017221304 (-2.521734971265392e-06) | > avg_loss_disc: 2.4952881703009977 (-0.011009702315696757) | > avg_loss_disc_real_0: 0.11692543958242123 (-0.16873637529519886) | > avg_loss_disc_real_1: 0.21023374222792113 (-0.016764424741268158) | > avg_loss_disc_real_2: 0.25632738780516845 (+0.020216469008188992) | > avg_loss_disc_real_3: 0.28521507348005587 (+0.07363993416611964) | > avg_loss_disc_real_4: 0.26387416857939505 (+0.02454304924378034) | > avg_loss_disc_real_5: 0.26667996725210774 (+0.04520921294505778) | > avg_loss_0: 2.4952881703009977 (-0.011009702315696757) | > avg_loss_gen: 2.4134699381314797 (-0.20954537391662553) | > avg_loss_kl: 2.9650272772862363 (-0.02236720231863165) | > avg_loss_feat: 6.651567862584041 (-0.26320505142211914) | > avg_loss_mel: 17.08241528731126 (-0.23463744383591845) | > avg_loss_duration: 2.378113333995526 (+0.0047446764432472754) | > avg_loss_1: 31.490594203655537 (-0.7250099182128871)  > EPOCH: 976/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:34:42)   --> TIME: 2024-06-12 10:34:51 -- STEP: 19/330 -- GLOBAL_STEP: 410100 | > loss_disc: 2.351696014404297 (2.330464112131219) | > loss_disc_real_0: 0.08953465521335602 (0.1023931530745406) | > loss_disc_real_1: 0.16374753415584564 (0.19717195708500712) | > loss_disc_real_2: 0.21172067523002625 (0.20465880789254842) | > loss_disc_real_3: 0.21571816504001617 (0.2254078043134589) | > loss_disc_real_4: 0.2200614959001541 (0.2321548830521734) | > loss_disc_real_5: 0.21513697504997253 (0.22144488441316704) | > loss_0: 2.351696014404297 (2.330464112131219) | > grad_norm_0: tensor(4.6894, device='cuda:0') (tensor(7.8839, device='cuda:0')) | > loss_gen: 2.406548500061035 (2.442854090740806) | > loss_kl: 1.9290217161178589 (1.9663559010154323) | > loss_feat: 7.088356018066406 (6.5843454662122225) | > loss_mel: 17.071386337280273 (17.147225128976924) | > loss_duration: 1.9628255367279053 (2.033526163352163) | > loss_1: 30.45813751220703 (30.174306568346527) | > grad_norm_1: tensor(61.9205, device='cuda:0') (tensor(92.0594, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.3446 (0.36114734097530965) | > loader_time: 0.0031 (0.0031959006660862974)  --> TIME: 2024-06-12 10:35:00 -- STEP: 44/330 -- GLOBAL_STEP: 410125 | > loss_disc: 2.2544634342193604 (2.32941909269853) | > loss_disc_real_0: 0.08713327348232269 (0.10350381786173041) | > loss_disc_real_1: 0.17540282011032104 (0.19608130170540375) | > loss_disc_real_2: 0.22541114687919617 (0.2083453962748701) | > loss_disc_real_3: 0.22480182349681854 (0.226464335214008) | > loss_disc_real_4: 0.20659677684307098 (0.23129860413345424) | > loss_disc_real_5: 0.19065715372562408 (0.22080280089920218) | > loss_0: 2.2544634342193604 (2.32941909269853) | > grad_norm_0: tensor(6.7239, device='cuda:0') (tensor(8.5418, device='cuda:0')) | > loss_gen: 2.6593732833862305 (2.486875046383251) | > loss_kl: 1.8791098594665527 (1.9559427364306017) | > loss_feat: 8.068214416503906 (6.8907129114324395) | > loss_mel: 17.871496200561523 (17.305471940474078) | > loss_duration: 1.8790621757507324 (1.9829619228839868) | > loss_1: 32.35725784301758 (30.621964497999713) | > grad_norm_1: tensor(48.0481, device='cuda:0') (tensor(91.0865, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.3669 (0.3614663861014625) | > loader_time: 0.004 (0.003297724507071755)  --> TIME: 2024-06-12 10:35:09 -- STEP: 69/330 -- GLOBAL_STEP: 410150 | > loss_disc: 2.417236328125 (2.3453305285909893) | > loss_disc_real_0: 0.09011423587799072 (0.10565296463344408) | > loss_disc_real_1: 0.1750914752483368 (0.1955675247354784) | > loss_disc_real_2: 0.25622427463531494 (0.2103491073501283) | > loss_disc_real_3: 0.2205016016960144 (0.22772528965404068) | > loss_disc_real_4: 0.21429382264614105 (0.23312395033629044) | > loss_disc_real_5: 0.228170245885849 (0.22256318274615466) | > loss_0: 2.417236328125 (2.3453305285909893) | > grad_norm_0: tensor(11.8640, device='cuda:0') (tensor(9.0900, device='cuda:0')) | > loss_gen: 2.3586606979370117 (2.480239750682444) | > loss_kl: 2.0297317504882812 (1.9754991324051567) | > loss_feat: 6.981428623199463 (6.883585390837296) | > loss_mel: 16.1664981842041 (17.173527786697164) | > loss_duration: 1.9281442165374756 (1.9728555523830906) | > loss_1: 29.46446418762207 (30.485707600911457) | > grad_norm_1: tensor(174.6192, device='cuda:0') (tensor(87.5973, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.356 (0.3613509371660757) | > loader_time: 0.0038 (0.003441413243611654)  --> TIME: 2024-06-12 10:35:19 -- STEP: 94/330 -- GLOBAL_STEP: 410175 | > loss_disc: 2.284709930419922 (2.3416261114972707) | > loss_disc_real_0: 0.10454961657524109 (0.10658047681159162) | > loss_disc_real_1: 0.1991816908121109 (0.19486119962753135) | > loss_disc_real_2: 0.18302252888679504 (0.20859965507654435) | > loss_disc_real_3: 0.21057525277137756 (0.2281222272109478) | > loss_disc_real_4: 0.22846706211566925 (0.2320646378905215) | > loss_disc_real_5: 0.2217031568288803 (0.222095399460894) | > loss_0: 2.284709930419922 (2.3416261114972707) | > grad_norm_0: tensor(6.8096, device='cuda:0') (tensor(8.7908, device='cuda:0')) | > loss_gen: 2.515443801879883 (2.4776796660524725) | > loss_kl: 2.1546521186828613 (1.9857382406579687) | > loss_feat: 7.100866317749023 (6.899372354466864) | > loss_mel: 17.0762882232666 (17.074543699305092) | > loss_duration: 2.0051679611206055 (1.9715630171146796) | > loss_1: 30.8524169921875 (30.408896912919715) | > grad_norm_1: tensor(88.0611, device='cuda:0') (tensor(86.1360, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.3631 (0.36396124768764415) | > loader_time: 0.0038 (0.0036171066000106485)  --> TIME: 2024-06-12 10:35:28 -- STEP: 119/330 -- GLOBAL_STEP: 410200 | > loss_disc: 2.335836172103882 (2.343333905484496) | > loss_disc_real_0: 0.11776122450828552 (0.1080348157331723) | > loss_disc_real_1: 0.18141435086727142 (0.19377645449478084) | > loss_disc_real_2: 0.22895339131355286 (0.20954699676577784) | > loss_disc_real_3: 0.23461423814296722 (0.22812062627127191) | > loss_disc_real_4: 0.21762995421886444 (0.23101359255173626) | > loss_disc_real_5: 0.21143245697021484 (0.22188636485268087) | > loss_0: 2.335836172103882 (2.343333905484496) | > grad_norm_0: tensor(5.5621, device='cuda:0') (tensor(8.5966, device='cuda:0')) | > loss_gen: 2.469571352005005 (2.4786104094080565) | > loss_kl: 2.1458520889282227 (1.9903547904070686) | > loss_feat: 6.9513068199157715 (6.925571742178011) | > loss_mel: 16.854877471923828 (17.074795867214668) | > loss_duration: 1.979561448097229 (1.9749207987504844) | > loss_1: 30.401168823242188 (30.444253616974134) | > grad_norm_1: tensor(66.4150, device='cuda:0') (tensor(83.7655, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.3739 (0.3663173964043625) | > loader_time: 0.0038 (0.0037287583872049794)  --> TIME: 2024-06-12 10:35:38 -- STEP: 144/330 -- GLOBAL_STEP: 410225 | > loss_disc: 2.4484312534332275 (2.3522182487779193) | > loss_disc_real_0: 0.0878092348575592 (0.11043220489389366) | > loss_disc_real_1: 0.2021753340959549 (0.1949823250373205) | > loss_disc_real_2: 0.26153048872947693 (0.20952465292066336) | > loss_disc_real_3: 0.20814844965934753 (0.22816776194506222) | > loss_disc_real_4: 0.20370419323444366 (0.23178000179015928) | > loss_disc_real_5: 0.22068646550178528 (0.2223527750207318) | > loss_0: 2.4484312534332275 (2.3522182487779193) | > grad_norm_0: tensor(12.2999, device='cuda:0') (tensor(8.7015, device='cuda:0')) | > loss_gen: 2.3293676376342773 (2.469492052992184) | > loss_kl: 2.112037181854248 (1.9979602727625105) | > loss_feat: 7.099990367889404 (6.919947385787963) | > loss_mel: 17.27424430847168 (17.042909098996045) | > loss_duration: 1.9841399192810059 (1.98139918429984) | > loss_1: 30.799779891967773 (30.411707997322083) | > grad_norm_1: tensor(181.0622, device='cuda:0') (tensor(91.4690, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.3687 (0.3690203097131517) | > loader_time: 0.0043 (0.003846342364947001)  --> TIME: 2024-06-12 10:35:48 -- STEP: 169/330 -- GLOBAL_STEP: 410250 | > loss_disc: 2.3195254802703857 (2.356042658788917) | > loss_disc_real_0: 0.06154773756861687 (0.11204938323804613) | > loss_disc_real_1: 0.20169733464717865 (0.19529696091039656) | > loss_disc_real_2: 0.21244725584983826 (0.20975767605050782) | > loss_disc_real_3: 0.22070127725601196 (0.22852846283531753) | > loss_disc_real_4: 0.2066889852285385 (0.23144639472989642) | > loss_disc_real_5: 0.17431992292404175 (0.22210833624269835) | > loss_0: 2.3195254802703857 (2.356042658788917) | > grad_norm_0: tensor(14.6040, device='cuda:0') (tensor(9.1430, device='cuda:0')) | > loss_gen: 2.387686014175415 (2.4686275304421863) | > loss_kl: 1.9702993631362915 (2.0063931751533373) | > loss_feat: 7.176839351654053 (6.910029583428738) | > loss_mel: 17.491714477539062 (17.055050838628453) | > loss_duration: 2.03305721282959 (1.9879993679960803) | > loss_1: 31.05959701538086 (30.428100473076633) | > grad_norm_1: tensor(221.5305, device='cuda:0') (tensor(104.3561, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.3752 (0.3721137667548727) | > loader_time: 0.0042 (0.003947648776353465)  --> TIME: 2024-06-12 10:35:58 -- STEP: 194/330 -- GLOBAL_STEP: 410275 | > loss_disc: 2.350229024887085 (2.359599491984573) | > loss_disc_real_0: 0.14441047608852386 (0.11400833812340633) | > loss_disc_real_1: 0.21192410588264465 (0.19524289790502536) | > loss_disc_real_2: 0.21593715250492096 (0.210227969995479) | > loss_disc_real_3: 0.24915742874145508 (0.2285793963627717) | > loss_disc_real_4: 0.23182712495326996 (0.2312881450370415) | > loss_disc_real_5: 0.23574575781822205 (0.22261470394957925) | > loss_0: 2.350229024887085 (2.359599491984573) | > grad_norm_0: tensor(21.6910, device='cuda:0') (tensor(10.2432, device='cuda:0')) | > loss_gen: 2.468961477279663 (2.467979126369828) | > loss_kl: 2.052726984024048 (2.014883204833749) | > loss_feat: 6.983936309814453 (6.917884529251413) | > loss_mel: 17.242700576782227 (17.033333360534336) | > loss_duration: 2.0333046913146973 (1.996168948940395) | > loss_1: 30.78162956237793 (30.430249145350505) | > grad_norm_1: tensor(254.5490, device='cuda:0') (tensor(127.6385, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.4139 (0.37524068109767955) | > loader_time: 0.0046 (0.004061579704284667)  --> TIME: 2024-06-12 10:36:09 -- STEP: 219/330 -- GLOBAL_STEP: 410300 | > loss_disc: 2.3175296783447266 (2.3622590548371605) | > loss_disc_real_0: 0.09273715317249298 (0.11429681950440146) | > loss_disc_real_1: 0.18185171484947205 (0.19531444252625998) | > loss_disc_real_2: 0.17380820214748383 (0.2109733907735511) | > loss_disc_real_3: 0.23194919526576996 (0.22848608150874097) | > loss_disc_real_4: 0.24094636738300323 (0.23157956651901002) | > loss_disc_real_5: 0.21650265157222748 (0.22269785540288986) | > loss_0: 2.3175296783447266 (2.3622590548371605) | > grad_norm_0: tensor(31.4209, device='cuda:0') (tensor(11.5273, device='cuda:0')) | > loss_gen: 2.643240451812744 (2.4674650762723442) | > loss_kl: 2.0669426918029785 (2.0238398699999935) | > loss_feat: 7.828902244567871 (6.925427815685533) | > loss_mel: 17.294504165649414 (17.003306624007543) | > loss_duration: 2.0725936889648438 (2.0045536968806017) | > loss_1: 31.90618324279785 (30.424593050185948) | > grad_norm_1: tensor(397.7771, device='cuda:0') (tensor(144.5402, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.4114 (0.38025204122883) | > loader_time: 0.0049 (0.004187379253509383)  --> TIME: 2024-06-12 10:36:19 -- STEP: 244/330 -- GLOBAL_STEP: 410325 | > loss_disc: 2.389214038848877 (2.3632595040759092) | > loss_disc_real_0: 0.08293923735618591 (0.11473624785354392) | > loss_disc_real_1: 0.2050115317106247 (0.1954114093888002) | > loss_disc_real_2: 0.20390494167804718 (0.21099425284344642) | > loss_disc_real_3: 0.2315690666437149 (0.22876994171347775) | > loss_disc_real_4: 0.24083968997001648 (0.2323225761046175) | > loss_disc_real_5: 0.2126580774784088 (0.22219585041042234) | > loss_0: 2.389214038848877 (2.3632595040759092) | > grad_norm_0: tensor(44.0347, device='cuda:0') (tensor(13.1863, device='cuda:0')) | > loss_gen: 2.565413475036621 (2.474400145108581) | > loss_kl: 1.9105345010757446 (2.0269654310140446) | > loss_feat: 6.45144510269165 (6.941633603611931) | > loss_mel: 15.15174388885498 (16.959586299833692) | > loss_duration: 2.0420212745666504 (2.013909524581472) | > loss_1: 28.121156692504883 (30.41649497923304) | > grad_norm_1: tensor(372.9120, device='cuda:0') (tensor(165.0014, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.4342 (0.38442424672548886) | > loader_time: 0.0058 (0.0043184796317679)  --> TIME: 2024-06-12 10:36:31 -- STEP: 269/330 -- GLOBAL_STEP: 410350 | > loss_disc: 2.238054037094116 (2.364661028837182) | > loss_disc_real_0: 0.12311577796936035 (0.11589804168472059) | > loss_disc_real_1: 0.18382622301578522 (0.19639958734849133) | > loss_disc_real_2: 0.1957288384437561 (0.21093429625034332) | > loss_disc_real_3: 0.19449390470981598 (0.22898667181069962) | > loss_disc_real_4: 0.22496962547302246 (0.23194540599464927) | > loss_disc_real_5: 0.22021181881427765 (0.221867836153197) | > loss_0: 2.238054037094116 (2.364661028837182) | > grad_norm_0: tensor(44.8776, device='cuda:0') (tensor(15.0818, device='cuda:0')) | > loss_gen: 2.479961633682251 (2.479299843976044) | > loss_kl: 1.949296236038208 (2.0313369935329963) | > loss_feat: 7.58310604095459 (6.95920141567528) | > loss_mel: 16.5527400970459 (16.935478079274674) | > loss_duration: 2.1353564262390137 (2.023122214916471) | > loss_1: 30.70046043395996 (30.4284385057187) | > grad_norm_1: tensor(519.4427, device='cuda:0') (tensor(190.6099, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.4514 (0.38914796854040434) | > loader_time: 0.0061 (0.004471577676255466)  --> TIME: 2024-06-12 10:36:42 -- STEP: 294/330 -- GLOBAL_STEP: 410375 | > loss_disc: 2.3749611377716064 (2.3656860225054674) | > loss_disc_real_0: 0.11459560692310333 (0.11654201234836563) | > loss_disc_real_1: 0.17890965938568115 (0.19620421787305756) | > loss_disc_real_2: 0.19857311248779297 (0.21090943275057536) | > loss_disc_real_3: 0.2444431334733963 (0.22939499467611307) | > loss_disc_real_4: 0.25775671005249023 (0.23203524257861027) | > loss_disc_real_5: 0.23607967793941498 (0.22180209435573237) | > loss_0: 2.3749611377716064 (2.3656860225054674) | > grad_norm_0: tensor(33.7403, device='cuda:0') (tensor(16.7538, device='cuda:0')) | > loss_gen: 2.4879298210144043 (2.482128443361138) | > loss_kl: 2.1489622592926025 (2.036136057101139) | > loss_feat: 7.626568794250488 (6.969559732748538) | > loss_mel: 16.86227798461914 (16.88906048430876) | > loss_duration: 2.1852312088012695 (2.0338344095515564) | > loss_1: 31.310970306396484 (30.410719080036188) | > grad_norm_1: tensor(527.1122, device='cuda:0') (tensor(213.9932, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.4833 (0.39524270644804244) | > loader_time: 0.0074 (0.004640388650959041)  --> TIME: 2024-06-12 10:36:56 -- STEP: 319/330 -- GLOBAL_STEP: 410400 | > loss_disc: 2.4032864570617676 (2.370787503203627) | > loss_disc_real_0: 0.156545951962471 (0.11820182002216671) | > loss_disc_real_1: 0.22933076322078705 (0.1969830332598343) | > loss_disc_real_2: 0.17081354558467865 (0.21126682790095525) | > loss_disc_real_3: 0.20958228409290314 (0.22929436201959563) | > loss_disc_real_4: 0.2623905539512634 (0.23244875917053523) | > loss_disc_real_5: 0.2872263789176941 (0.22221030705961684) | > loss_0: 2.4032864570617676 (2.370787503203627) | > grad_norm_0: tensor(32.8040, device='cuda:0') (tensor(17.9060, device='cuda:0')) | > loss_gen: 2.372004985809326 (2.4815675614395842) | > loss_kl: 2.1202707290649414 (2.0415594417099667) | > loss_feat: 8.425332069396973 (6.99548937160767) | > loss_mel: 16.800935745239258 (16.860872092291835) | > loss_duration: 2.2436301708221436 (2.0480519678899123) | > loss_1: 31.962173461914062 (30.42754038747949) | > grad_norm_1: tensor(336.0097, device='cuda:0') (tensor(230.6967, device='cuda:0')) | > current_lr_0: 0.00017702832374190535 | > current_lr_1: 0.00017702832374190535 | > step_time: 0.5585 (0.4045286201010676) | > loader_time: 0.008 (0.004871956607017399)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6556057929992676 (2.6556057929992676) | > loss_disc_real_0: 0.1040557324886322 (0.1040557324886322) | > loss_disc_real_1: 0.20943133533000946 (0.20943133533000946) | > loss_disc_real_2: 0.22431984543800354 (0.22431984543800354) | > loss_disc_real_3: 0.2630264461040497 (0.2630264461040497) | > loss_disc_real_4: 0.2570565938949585 (0.2570565938949585) | > loss_disc_real_5: 0.287705659866333 (0.287705659866333) | > loss_0: 2.6556057929992676 (2.6556057929992676) | > loss_gen: 2.080861806869507 (2.080861806869507) | > loss_kl: 2.0423595905303955 (2.0423595905303955) | > loss_feat: 6.188933849334717 (6.188933849334717) | > loss_mel: 16.5300350189209 (16.5300350189209) | > loss_duration: 2.8310775756835938 (2.8310775756835938) | > loss_1: 29.673269271850586 (29.673269271850586)  --> STEP: 1 | > loss_disc: 1.9149796962738037 (1.9149796962738037) | > loss_disc_real_0: 0.03763832896947861 (0.03763832896947861) | > loss_disc_real_1: 0.1677120327949524 (0.1677120327949524) | > loss_disc_real_2: 0.17214998602867126 (0.17214998602867126) | > loss_disc_real_3: 0.20834875106811523 (0.20834875106811523) | > loss_disc_real_4: 0.1469971239566803 (0.1469971239566803) | > loss_disc_real_5: 0.15414254367351532 (0.15414254367351532) | > loss_0: 1.9149796962738037 (1.9149796962738037) | > loss_gen: 2.6481895446777344 (2.6481895446777344) | > loss_kl: 3.605649709701538 (3.605649709701538) | > loss_feat: 7.44693660736084 (7.44693660736084) | > loss_mel: 18.786699295043945 (18.786699295043945) | > loss_duration: 2.540104389190674 (2.540104389190674) | > loss_1: 35.02758026123047 (35.02758026123047)  --> STEP: 2 | > loss_disc: 2.1754891872406006 (2.045234441757202) | > loss_disc_real_0: 0.04594345763325691 (0.04179089330136776) | > loss_disc_real_1: 0.17256592214107513 (0.17013897746801376) | > loss_disc_real_2: 0.16297243535518646 (0.16756121069192886) | > loss_disc_real_3: 0.20652417838573456 (0.2074364647269249) | > loss_disc_real_4: 0.19222363829612732 (0.1696103811264038) | > loss_disc_real_5: 0.23444324731826782 (0.19429289549589157) | > loss_0: 2.1754891872406006 (2.045234441757202) | > loss_gen: 2.235394239425659 (2.4417918920516968) | > loss_kl: 3.48897385597229 (3.547311782836914) | > loss_feat: 5.93937349319458 (6.69315505027771) | > loss_mel: 18.585491180419922 (18.686095237731934) | > loss_duration: 2.539602279663086 (2.53985333442688) | > loss_1: 32.78883361816406 (33.908206939697266)  --> STEP: 3 | > loss_disc: 2.360935926437378 (2.1504682699839273) | > loss_disc_real_0: 0.12185846269130707 (0.06848008309801419) | > loss_disc_real_1: 0.1581139862537384 (0.1661306470632553) | > loss_disc_real_2: 0.1711174100637436 (0.16874661048253378) | > loss_disc_real_3: 0.2461346834897995 (0.22033587098121643) | > loss_disc_real_4: 0.1928880661725998 (0.1773696094751358) | > loss_disc_real_5: 0.2112080305814743 (0.19993127385775247) | > loss_0: 2.360935926437378 (2.1504682699839273) | > loss_gen: 2.1438326835632324 (2.3424721558888755) | > loss_kl: 3.203434467315674 (3.4326860109965005) | > loss_feat: 5.437865734100342 (6.274725278218587) | > loss_mel: 16.15667152404785 (17.84295399983724) | > loss_duration: 2.4566779136657715 (2.5121281941731772) | > loss_1: 29.398483276367188 (32.40496571858724)  --> STEP: 4 | > loss_disc: 2.4838263988494873 (2.2338078022003174) | > loss_disc_real_0: 0.05399239435791969 (0.06485816091299057) | > loss_disc_real_1: 0.17535345256328583 (0.16843634843826294) | > loss_disc_real_2: 0.19945861399173737 (0.17642461135983467) | > loss_disc_real_3: 0.23918315768241882 (0.22504769265651703) | > loss_disc_real_4: 0.2128380686044693 (0.18623672425746918) | > loss_disc_real_5: 0.26125776767730713 (0.21526289731264114) | > loss_0: 2.4838263988494873 (2.2338078022003174) | > loss_gen: 1.948290467262268 (2.2439267337322235) | > loss_kl: 3.959800958633423 (3.564464747905731) | > loss_feat: 6.0698676109313965 (6.2235108613967896) | > loss_mel: 17.08586311340332 (17.65368127822876) | > loss_duration: 2.4541401863098145 (2.4976311922073364) | > loss_1: 31.517961502075195 (32.18321466445923)  --> STEP: 5 | > loss_disc: 2.5135293006896973 (2.2897521018981934) | > loss_disc_real_0: 0.15351931750774384 (0.08259039223194123) | > loss_disc_real_1: 0.1971743106842041 (0.17418394088745118) | > loss_disc_real_2: 0.20212693512439728 (0.1815650761127472) | > loss_disc_real_3: 0.2175842672586441 (0.22355500757694244) | > loss_disc_real_4: 0.21052207052707672 (0.1910937935113907) | > loss_disc_real_5: 0.21011747419834137 (0.2142338126897812) | > loss_0: 2.5135293006896973 (2.2897521018981934) | > loss_gen: 2.020151138305664 (2.199171614646912) | > loss_kl: 2.9542834758758545 (3.4424284934997558) | > loss_feat: 5.604901313781738 (6.099788951873779) | > loss_mel: 16.08268928527832 (17.339482879638673) | > loss_duration: 2.3991329669952393 (2.477931547164917) | > loss_1: 29.061159133911133 (31.55880355834961)  --> STEP: 6 | > loss_disc: 2.4703571796417236 (2.3198529481887817) | > loss_disc_real_0: 0.1157064139842987 (0.08810972919066747) | > loss_disc_real_1: 0.21115022897720337 (0.18034498890240988) | > loss_disc_real_2: 0.2352132648229599 (0.19050644089778265) | > loss_disc_real_3: 0.27671414613723755 (0.2324148640036583) | > loss_disc_real_4: 0.253225713968277 (0.2014491135875384) | > loss_disc_real_5: 0.23196375370025635 (0.21718880285819372) | > loss_0: 2.4703571796417236 (2.3198529481887817) | > loss_gen: 2.257153034210205 (2.208835184574127) | > loss_kl: 2.822148561477661 (3.3390485048294067) | > loss_feat: 5.084048271179199 (5.930498838424683) | > loss_mel: 17.58991813659668 (17.381222089131672) | > loss_duration: 2.2444839477539062 (2.4390236139297485) | > loss_1: 29.997751235961914 (31.298628171284992)  --> STEP: 7 | > loss_disc: 2.1268064975738525 (2.2922748838152205) | > loss_disc_real_0: 0.049967944622039795 (0.08266090282372066) | > loss_disc_real_1: 0.18292862176895142 (0.1807140793119158) | > loss_disc_real_2: 0.22597308456897736 (0.19557310427938188) | > loss_disc_real_3: 0.22091035544872284 (0.23077136278152466) | > loss_disc_real_4: 0.16248942911624908 (0.19588344437735422) | > loss_disc_real_5: 0.15994247794151306 (0.20901075644152506) | > loss_0: 2.1268064975738525 (2.2922748838152205) | > loss_gen: 2.4634947776794434 (2.245215126446315) | > loss_kl: 4.49801778793335 (3.504615545272827) | > loss_feat: 7.976104259490967 (6.222728184291294) | > loss_mel: 17.92385482788086 (17.45874105181013) | > loss_duration: 2.577972888946533 (2.4588735103607178) | > loss_1: 35.4394416809082 (31.890172958374023)  --> STEP: 8 | > loss_disc: 2.2917275428771973 (2.2922064661979675) | > loss_disc_real_0: 0.10983985662460327 (0.08605827204883099) | > loss_disc_real_1: 0.1694100797176361 (0.17930107936263084) | > loss_disc_real_2: 0.16497093439102173 (0.19174783304333687) | > loss_disc_real_3: 0.1995813548564911 (0.22687261179089546) | > loss_disc_real_4: 0.18311038613319397 (0.19428681209683418) | > loss_disc_real_5: 0.21124093234539032 (0.2092895284295082) | > loss_0: 2.2917275428771973 (2.2922064661979675) | > loss_gen: 2.20882248878479 (2.2406660467386246) | > loss_kl: 3.5177693367004395 (3.5062597692012787) | > loss_feat: 9.940129280090332 (6.687403321266174) | > loss_mel: 17.861705780029297 (17.509111642837524) | > loss_duration: 2.3281631469726562 (2.44253471493721) | > loss_1: 35.856590270996094 (32.38597512245178)  --> STEP: 9 | > loss_disc: 2.534959077835083 (2.3191789786020913) | > loss_disc_real_0: 0.08311299234628677 (0.0857310187485483) | > loss_disc_real_1: 0.15263329446315765 (0.17633799215157828) | > loss_disc_real_2: 0.21529406309127808 (0.19436408082644144) | > loss_disc_real_3: 0.2376856505870819 (0.2280740605460273) | > loss_disc_real_4: 0.20861214399337769 (0.19587851564089456) | > loss_disc_real_5: 0.2947511672973633 (0.2187852660814921) | > loss_0: 2.534959077835083 (2.3191789786020913) | > loss_gen: 2.124751329421997 (2.2277866337034435) | > loss_kl: 2.817667007446289 (3.429749462339613) | > loss_feat: 8.590831756591797 (6.898895369635688) | > loss_mel: 17.638330459594727 (17.52346928914388) | > loss_duration: 2.204282283782959 (2.4160622225867376) | > loss_1: 33.37586212158203 (32.49596256679959)  --> STEP: 10 | > loss_disc: 2.4929873943328857 (2.3365598201751707) | > loss_disc_real_0: 0.15432940423488617 (0.09259085729718208) | > loss_disc_real_1: 0.16708055138587952 (0.17541224807500838) | > loss_disc_real_2: 0.19104835391044617 (0.1940325081348419) | > loss_disc_real_3: 0.25308918952941895 (0.23057557344436647) | > loss_disc_real_4: 0.20855441689491272 (0.19714610576629638) | > loss_disc_real_5: 0.2332862764596939 (0.2202353671193123) | > loss_0: 2.4929873943328857 (2.3365598201751707) | > loss_gen: 2.1035828590393066 (2.21536625623703) | > loss_kl: 2.7127885818481445 (3.358053374290466) | > loss_feat: 6.396717071533203 (6.84867753982544) | > loss_mel: 16.304433822631836 (17.401565742492675) | > loss_duration: 2.409832715988159 (2.41543927192688) | > loss_1: 29.92735481262207 (32.239101791381835)  --> STEP: 11 | > loss_disc: 2.440755844116211 (2.3460321859879927) | > loss_disc_real_0: 0.11812001466751099 (0.0949116897853938) | > loss_disc_real_1: 0.12963762879371643 (0.1712509190494364) | > loss_disc_real_2: 0.24878305196762085 (0.1990098303014582) | > loss_disc_real_3: 0.23444388806819916 (0.23092723841016943) | > loss_disc_real_4: 0.24224182963371277 (0.2012457170269706) | > loss_disc_real_5: 0.31790846586227417 (0.2291147397323088) | > loss_0: 2.440755844116211 (2.3460321859879927) | > loss_gen: 2.3780081272125244 (2.230151880871166) | > loss_kl: 4.004652976989746 (3.416835156354037) | > loss_feat: 7.652113914489746 (6.921717210249468) | > loss_mel: 18.83974266052246 (17.532309098677203) | > loss_duration: 2.546701669692993 (2.4273722171783447) | > loss_1: 35.42122268676758 (32.52838550914418)  --> STEP: 12 | > loss_disc: 2.510599136352539 (2.3597460985183716) | > loss_disc_real_0: 0.17835798859596252 (0.10186554801960786) | > loss_disc_real_1: 0.1431323140859604 (0.16890770196914673) | > loss_disc_real_2: 0.2525970935821533 (0.20347543557484946) | > loss_disc_real_3: 0.2481415569782257 (0.23236176495750746) | > loss_disc_real_4: 0.22888392210006714 (0.20354890078306198) | > loss_disc_real_5: 0.23548468947410583 (0.22964556887745857) | > loss_0: 2.510599136352539 (2.3597460985183716) | > loss_gen: 2.2503252029418945 (2.2318329910437265) | > loss_kl: 2.9267947673797607 (3.3759984572728476) | > loss_feat: 5.908102035522461 (6.837249279022217) | > loss_mel: 17.71395492553711 (17.547446250915527) | > loss_duration: 2.297109365463257 (2.416516979535421) | > loss_1: 31.096284866333008 (32.40904378890992)  --> STEP: 13 | > loss_disc: 2.550060272216797 (2.374385650341327) | > loss_disc_real_0: 0.1030971109867096 (0.10196028363246185) | > loss_disc_real_1: 0.19393692910671234 (0.17083302713357484) | > loss_disc_real_2: 0.21905505657196045 (0.2046738679592426) | > loss_disc_real_3: 0.2589544355869293 (0.23440735500592452) | > loss_disc_real_4: 0.2503191828727722 (0.20714661478996277) | > loss_disc_real_5: 0.26063424348831177 (0.23202931307829344) | > loss_0: 2.550060272216797 (2.374385650341327) | > loss_gen: 2.073261022567749 (2.219635147314805) | > loss_kl: 3.287443161010742 (3.369186511406532) | > loss_feat: 7.24112606048584 (6.868316723750188) | > loss_mel: 16.260391235351562 (17.44844201894907) | > loss_duration: 2.3026540279388428 (2.4077582909510684) | > loss_1: 31.164875030517578 (32.31333849980282)  --> STEP: 14 | > loss_disc: 2.3846049308776855 (2.375115598951067) | > loss_disc_real_0: 0.08572854846715927 (0.10080087397779737) | > loss_disc_real_1: 0.2026725858449936 (0.17310728132724762) | > loss_disc_real_2: 0.14641742408275604 (0.2005126933966364) | > loss_disc_real_3: 0.22080141305923462 (0.23343550200973237) | > loss_disc_real_4: 0.2597666084766388 (0.2109051857675825) | > loss_disc_real_5: 0.28124791383743286 (0.23554492741823196) | > loss_0: 2.3846049308776855 (2.375115598951067) | > loss_gen: 2.2673163414001465 (2.2230409468923296) | > loss_kl: 3.6245899200439453 (3.3874296120234897) | > loss_feat: 6.7745537757873535 (6.861619370324271) | > loss_mel: 18.43702507019043 (17.51905509403774) | > loss_duration: 2.3560938835144043 (2.404067976134164) | > loss_1: 33.45957946777344 (32.39521285465786)  --> STEP: 15 | > loss_disc: 2.1843512058258057 (2.3623979727427167) | > loss_disc_real_0: 0.12444169819355011 (0.10237692892551423) | > loss_disc_real_1: 0.16192270815372467 (0.17236164311567942) | > loss_disc_real_2: 0.20211434364318848 (0.20061947007973988) | > loss_disc_real_3: 0.20308472216129303 (0.2314121166865031) | > loss_disc_real_4: 0.17611010372638702 (0.2085855136315028) | > loss_disc_real_5: 0.1718413382768631 (0.23129802147547404) | > loss_0: 2.1843512058258057 (2.3623979727427167) | > loss_gen: 2.3591227531433105 (2.232113067309062) | > loss_kl: 3.7988669872283936 (3.4148587703704836) | > loss_feat: 7.414519309997559 (6.898479366302491) | > loss_mel: 17.92389488220215 (17.546044413248698) | > loss_duration: 2.4882237911224365 (2.4096783638000487) | > loss_1: 33.98462677001953 (32.50117378234864)  --> STEP: 16 | > loss_disc: 2.491201162338257 (2.3704481720924377) | > loss_disc_real_0: 0.16104181110858917 (0.1060434840619564) | > loss_disc_real_1: 0.21632644534111023 (0.17510944325476885) | > loss_disc_real_2: 0.19322852790355682 (0.20015753619372845) | > loss_disc_real_3: 0.24286986887454987 (0.23212822619825602) | > loss_disc_real_4: 0.21597906947135925 (0.20904761087149382) | > loss_disc_real_5: 0.1840166598558426 (0.22834293637424707) | > loss_0: 2.491201162338257 (2.3704481720924377) | > loss_gen: 2.1216907501220703 (2.2252116724848747) | > loss_kl: 3.298858165740967 (3.4076087325811386) | > loss_feat: 6.16231632232666 (6.852469176054001) | > loss_mel: 14.284741401672363 (17.342212975025177) | > loss_duration: 2.433122396469116 (2.4111436158418655) | > loss_1: 28.30072784423828 (32.238645911216736)  --> STEP: 17 | > loss_disc: 2.572042226791382 (2.382306645898258) | > loss_disc_real_0: 0.1625678986310959 (0.10936844962484696) | > loss_disc_real_1: 0.21891221404075623 (0.17768607683041515) | > loss_disc_real_2: 0.21020987629890442 (0.20074885031756232) | > loss_disc_real_3: 0.2664409875869751 (0.2341466239270042) | > loss_disc_real_4: 0.23803715407848358 (0.21075287811896382) | > loss_disc_real_5: 0.2973119616508484 (0.23239993786110597) | > loss_0: 2.572042226791382 (2.382306645898258) | > loss_gen: 2.2805166244506836 (2.2284649049534515) | > loss_kl: 2.8186147212982178 (3.3729620260350845) | > loss_feat: 5.538553714752197 (6.775180031271542) | > loss_mel: 16.659698486328125 (17.30206506392535) | > loss_duration: 2.4920153617858887 (2.4159007773679844) | > loss_1: 29.789398193359375 (32.09457251604866)  --> STEP: 18 | > loss_disc: 2.3943724632263184 (2.3829769690831504) | > loss_disc_real_0: 0.08534379303455353 (0.10803374648094177) | > loss_disc_real_1: 0.1142083927989006 (0.17415953882866436) | > loss_disc_real_2: 0.16333487629890442 (0.19867029620541465) | > loss_disc_real_3: 0.19568364322185516 (0.23200979166560703) | > loss_disc_real_4: 0.22463279962539673 (0.2115239848693212) | > loss_disc_real_5: 0.1854521781206131 (0.22979172898663414) | > loss_0: 2.3943724632263184 (2.3829769690831504) | > loss_gen: 1.9722540378570557 (2.214230967892541) | > loss_kl: 3.1885902881622314 (3.3627191517088146) | > loss_feat: 7.990536689758301 (6.842699845631917) | > loss_mel: 16.102638244628906 (17.235430240631104) | > loss_duration: 2.2567849159240723 (2.4070610072877674) | > loss_1: 31.51080322265625 (32.06214088863797)  --> STEP: 19 | > loss_disc: 2.572744607925415 (2.3929647395485327) | > loss_disc_real_0: 0.18620239198207855 (0.1121478857178437) | > loss_disc_real_1: 0.19886772334575653 (0.17545996959272184) | > loss_disc_real_2: 0.21867454051971436 (0.19972315116932518) | > loss_disc_real_3: 0.2782101333141327 (0.2344413885944768) | > loss_disc_real_4: 0.20397351682186127 (0.21112659181419172) | > loss_disc_real_5: 0.18943673372268677 (0.22766778186747902) | > loss_0: 2.572744607925415 (2.3929647395485327) | > loss_gen: 2.1632823944091797 (2.2115494640249955) | > loss_kl: 2.39532732963562 (3.3118037926523307) | > loss_feat: 9.181611061096191 (6.965800435919511) | > loss_mel: 15.644512176513672 (17.151697710940713) | > loss_duration: 2.3676419258117676 (2.4049863187890304) | > loss_1: 31.75237464904785 (32.04583740234375)  --> STEP: 20 | > loss_disc: 2.7336182594299316 (2.4099974155426027) | > loss_disc_real_0: 0.20434939861297607 (0.11675796136260033) | > loss_disc_real_1: 0.24816222488880157 (0.17909508235752583) | > loss_disc_real_2: 0.21446891129016876 (0.20046043917536735) | > loss_disc_real_3: 0.2127486914396286 (0.2333567537367344) | > loss_disc_real_4: 0.25604555010795593 (0.21337253972887993) | > loss_disc_real_5: 0.2843939960002899 (0.23050409257411958) | > loss_0: 2.7336182594299316 (2.4099974155426027) | > loss_gen: 2.0067121982574463 (2.201307600736618) | > loss_kl: 2.62439227104187 (3.277433216571808) | > loss_feat: 5.14936637878418 (6.874978733062744) | > loss_mel: 17.49358367919922 (17.168792009353638) | > loss_duration: 2.3267107009887695 (2.4010725378990174) | > loss_1: 29.600765228271484 (31.923583793640137)  --> STEP: 21 | > loss_disc: 2.1938223838806152 (2.3997033664158414) | > loss_disc_real_0: 0.05860695242881775 (0.11398886569908687) | > loss_disc_real_1: 0.19948852062225342 (0.18006619846537) | > loss_disc_real_2: 0.19637025892734528 (0.2002656686873663) | > loss_disc_real_3: 0.18422673642635345 (0.23101722910290673) | > loss_disc_real_4: 0.17129728198051453 (0.21136895602657682) | > loss_disc_real_5: 0.11665673553943634 (0.22508278985818228) | > loss_0: 2.1938223838806152 (2.3997033664158414) | > loss_gen: 2.1224365234375 (2.1975518351509455) | > loss_kl: 2.3383476734161377 (3.2327148573739186) | > loss_feat: 6.006577968597412 (6.833626315707252) | > loss_mel: 15.7862548828125 (17.102956908089773) | > loss_duration: 2.1916637420654297 (2.3911006904783703) | > loss_1: 28.445280075073242 (31.75795028323219)  --> STEP: 22 | > loss_disc: 2.608745574951172 (2.409205284985629) | > loss_disc_real_0: 0.15116700530052185 (0.11567878113551573) | > loss_disc_real_1: 0.12941841781139374 (0.177764026617462) | > loss_disc_real_2: 0.18483509123325348 (0.19956427880308844) | > loss_disc_real_3: 0.16494667530059814 (0.2280140221118927) | > loss_disc_real_4: 0.2535806894302368 (0.21328767118128864) | > loss_disc_real_5: 0.23336531221866608 (0.22545926814729517) | > loss_0: 2.608745574951172 (2.409205284985629) | > loss_gen: 2.049062490463257 (2.190802319483323) | > loss_kl: 2.5291237831115723 (3.2007334449074487) | > loss_feat: 6.546794891357422 (6.820588523691351) | > loss_mel: 17.74527359008789 (17.13215312090787) | > loss_duration: 2.231046676635742 (2.383825508030978) | > loss_1: 31.101301193237305 (31.728102597323332)  --> STEP: 23 | > loss_disc: 2.4889626502990723 (2.412672996520996) | > loss_disc_real_0: 0.13893692195415497 (0.11669000464936961) | > loss_disc_real_1: 0.15841564536094666 (0.1769227926497874) | > loss_disc_real_2: 0.24770452082157135 (0.20165733280389206) | > loss_disc_real_3: 0.21127156913280487 (0.22728608937367148) | > loss_disc_real_4: 0.24074824154376984 (0.21448160902313565) | > loss_disc_real_5: 0.3149529695510864 (0.22935029864311218) | > loss_0: 2.4889626502990723 (2.412672996520996) | > loss_gen: 2.423396110534668 (2.2009150930072945) | > loss_kl: 2.5843451023101807 (3.1739339517510454) | > loss_feat: 8.899677276611328 (6.910983686861784) | > loss_mel: 17.611133575439453 (17.152978358061418) | > loss_duration: 2.305178165435791 (2.3804060583529263) | > loss_1: 33.82373046875 (31.81921685260275)  --> STEP: 24 | > loss_disc: 2.577500104904175 (2.4195407927036285) | > loss_disc_real_0: 0.12759147584438324 (0.11714423261582851) | > loss_disc_real_1: 0.25172004103660583 (0.18003934466590485) | > loss_disc_real_2: 0.23961304128170013 (0.20323882065713406) | > loss_disc_real_3: 0.1735321432352066 (0.22504634161790213) | > loss_disc_real_4: 0.20480434596538544 (0.2140783897290627) | > loss_disc_real_5: 0.19496896862983704 (0.2279177432258924) | > loss_0: 2.577500104904175 (2.4195407927036285) | > loss_gen: 1.9956368207931519 (2.1923618316650386) | > loss_kl: 2.9301609992980957 (3.1637767453988395) | > loss_feat: 4.651616096496582 (6.816843370596568) | > loss_mel: 16.347991943359375 (17.119437257448833) | > loss_duration: 2.4209418296813965 (2.382095048824946) | > loss_1: 28.34634780883789 (31.674513975779217)  --> STEP: 25 | > loss_disc: 2.3537802696228027 (2.4169103717803955) | > loss_disc_real_0: 0.07674090564250946 (0.11552809953689575) | > loss_disc_real_1: 0.17991657555103302 (0.18003443390130996) | > loss_disc_real_2: 0.1843450963497162 (0.20248307168483734) | > loss_disc_real_3: 0.22535978257656097 (0.22505887925624848) | > loss_disc_real_4: 0.19642585515975952 (0.2133722883462906) | > loss_disc_real_5: 0.19655320048332214 (0.22666316151618957) | > loss_0: 2.3537802696228027 (2.4169103717803955) | > loss_gen: 2.1340160369873047 (2.190027999877929) | > loss_kl: 3.0056238174438477 (3.15745062828064) | > loss_feat: 6.217397689819336 (6.792865543365479) | > loss_mel: 15.486328125 (17.05411289215088) | > loss_duration: 2.419363021850586 (2.3835857677459718) | > loss_1: 29.26272964477539 (31.578042602539064)  --> STEP: 26 | > loss_disc: 2.5988869667053223 (2.4239094715852003) | > loss_disc_real_0: 0.0632791519165039 (0.11351852462841915) | > loss_disc_real_1: 0.1812640279531479 (0.18008172598022681) | > loss_disc_real_2: 0.19183960556983948 (0.20207370760349128) | > loss_disc_real_3: 0.18313243985176086 (0.22344632389453742) | > loss_disc_real_4: 0.15025930106639862 (0.21094486575860244) | > loss_disc_real_5: 0.19758982956409454 (0.225544956441109) | > loss_0: 2.5988869667053223 (2.4239094715852003) | > loss_gen: 1.6398532390594482 (2.1688674321541415) | > loss_kl: 2.6263248920440674 (3.137022715348464) | > loss_feat: 8.913948059082031 (6.874445640123808) | > loss_mel: 14.529857635498047 (16.957026151510384) | > loss_duration: 2.2839760780334473 (2.3797546258339515) | > loss_1: 29.99395751953125 (31.517116253192608) --> EVAL PERFORMANCE | > avg_loader_time: 0.002446889877319336 (+2.0118860098031818e-05) | > avg_loss_disc: 2.4239094715852003 (-0.07137869871579738) | > avg_loss_disc_real_0: 0.11351852462841915 (-0.0034069149540020827) | > avg_loss_disc_real_1: 0.18008172598022681 (-0.030152016247694313) | > avg_loss_disc_real_2: 0.20207370760349128 (-0.054253680201677174) | > avg_loss_disc_real_3: 0.22344632389453742 (-0.06176874958551845) | > avg_loss_disc_real_4: 0.21094486575860244 (-0.05292930282079261) | > avg_loss_disc_real_5: 0.225544956441109 (-0.04113501081099874) | > avg_loss_0: 2.4239094715852003 (-0.07137869871579738) | > avg_loss_gen: 2.1688674321541415 (-0.24460250597733824) | > avg_loss_kl: 3.137022715348464 (+0.17199543806222772) | > avg_loss_feat: 6.874445640123808 (+0.22287777753976723) | > avg_loss_mel: 16.957026151510384 (-0.12538913580087652) | > avg_loss_duration: 2.3797546258339515 (+0.0016412918384256514) | > avg_loss_1: 31.517116253192608 (+0.02652204953707127)  > EPOCH: 977/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:37:22)   --> TIME: 2024-06-12 10:37:28 -- STEP: 14/330 -- GLOBAL_STEP: 410425 | > loss_disc: 2.2942450046539307 (2.290545310292925) | > loss_disc_real_0: 0.07988956570625305 (0.10351779418332237) | > loss_disc_real_1: 0.15695714950561523 (0.19261809651340758) | > loss_disc_real_2: 0.1941574066877365 (0.21161449700593948) | > loss_disc_real_3: 0.2221427857875824 (0.2188106913651739) | > loss_disc_real_4: 0.21477803587913513 (0.21859149209090642) | > loss_disc_real_5: 0.20627054572105408 (0.2130436673760414) | > loss_0: 2.2942450046539307 (2.290545310292925) | > grad_norm_0: tensor(5.5882, device='cuda:0') (tensor(10.3462, device='cuda:0')) | > loss_gen: 2.496283531188965 (2.5390539850507463) | > loss_kl: 1.9588180780410767 (1.9937923550605774) | > loss_feat: 7.511439323425293 (6.997963224138532) | > loss_mel: 16.807544708251953 (17.437778609139578) | > loss_duration: 1.99428391456604 (2.0477127177374705) | > loss_1: 30.768369674682617 (31.01630129132952) | > grad_norm_1: tensor(50.7616, device='cuda:0') (tensor(117.7943, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3609 (0.3717434917177473) | > loader_time: 0.0029 (0.0031717164175851004)  --> TIME: 2024-06-12 10:37:37 -- STEP: 39/330 -- GLOBAL_STEP: 410450 | > loss_disc: 2.292713165283203 (2.3071605119949736) | > loss_disc_real_0: 0.08112864196300507 (0.10041772602842404) | > loss_disc_real_1: 0.17469623684883118 (0.19195759296417236) | > loss_disc_real_2: 0.23118707537651062 (0.20872731124743438) | > loss_disc_real_3: 0.20323553681373596 (0.2253114951726718) | > loss_disc_real_4: 0.23875339329242706 (0.22830610779615548) | > loss_disc_real_5: 0.2208578884601593 (0.21929022325919226) | > loss_0: 2.292713165283203 (2.3071605119949736) | > grad_norm_0: tensor(8.2502, device='cuda:0') (tensor(10.2347, device='cuda:0')) | > loss_gen: 2.5080907344818115 (2.5215593606997766) | > loss_kl: 2.0413668155670166 (1.9867093868744679) | > loss_feat: 7.730404376983643 (7.044312941722381) | > loss_mel: 17.24447250366211 (17.22319651872684) | > loss_duration: 1.9844661951065063 (1.9936493971408946) | > loss_1: 31.508800506591797 (30.769428008641952) | > grad_norm_1: tensor(85.7588, device='cuda:0') (tensor(109.3044, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3644 (0.3694349191127679) | > loader_time: 0.004 (0.0034123628567426633)  --> TIME: 2024-06-12 10:37:47 -- STEP: 64/330 -- GLOBAL_STEP: 410475 | > loss_disc: 2.2885053157806396 (2.316504381597042) | > loss_disc_real_0: 0.07054519653320312 (0.10426552518038079) | > loss_disc_real_1: 0.16233941912651062 (0.19291577744297683) | > loss_disc_real_2: 0.21624457836151123 (0.20749388728290796) | > loss_disc_real_3: 0.22765089571475983 (0.22547098901122808) | > loss_disc_real_4: 0.22051937878131866 (0.22761913877911866) | > loss_disc_real_5: 0.20102763175964355 (0.22019604151137173) | > loss_0: 2.2885053157806396 (2.316504381597042) | > grad_norm_0: tensor(9.0546, device='cuda:0') (tensor(9.7071, device='cuda:0')) | > loss_gen: 2.5298104286193848 (2.5021185725927353) | > loss_kl: 2.0805022716522217 (1.9876258578151464) | > loss_feat: 7.332615375518799 (7.024089060723782) | > loss_mel: 17.365015029907227 (17.13960653543473) | > loss_duration: 1.974387764930725 (1.9783367905765774) | > loss_1: 31.282331466674805 (30.631777077913284) | > grad_norm_1: tensor(88.2956, device='cuda:0') (tensor(104.4702, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3601 (0.3683387413620948) | > loader_time: 0.0036 (0.0035592690110206604)  --> TIME: 2024-06-12 10:37:56 -- STEP: 89/330 -- GLOBAL_STEP: 410500 | > loss_disc: 2.362521171569824 (2.334030941631017) | > loss_disc_real_0: 0.11727333068847656 (0.10517285567488563) | > loss_disc_real_1: 0.20085953176021576 (0.19394914571488842) | > loss_disc_real_2: 0.2211405485868454 (0.2090690239761653) | > loss_disc_real_3: 0.2591366171836853 (0.2274532745058617) | > loss_disc_real_4: 0.23634624481201172 (0.23049165258246862) | > loss_disc_real_5: 0.207292377948761 (0.22301203816124562) | > loss_0: 2.362521171569824 (2.334030941631017) | > grad_norm_0: tensor(9.6433, device='cuda:0') (tensor(9.6788, device='cuda:0')) | > loss_gen: 2.473263740539551 (2.4976000651884607) | > loss_kl: 2.0794317722320557 (1.9887895624289351) | > loss_feat: 6.790380001068115 (7.020652760280652) | > loss_mel: 16.78607177734375 (17.120036800255942) | > loss_duration: 1.9811524152755737 (1.9748069530122736) | > loss_1: 30.11029815673828 (30.601886342080793) | > grad_norm_1: tensor(98.7058, device='cuda:0') (tensor(104.7598, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3712 (0.3690741839033834) | > loader_time: 0.0046 (0.003662937142875757) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_410500.pth  --> TIME: 2024-06-12 10:38:12 -- STEP: 114/330 -- GLOBAL_STEP: 410525 | > loss_disc: 2.3730576038360596 (2.3387224172291) | > loss_disc_real_0: 0.10517646372318268 (0.10702694432907983) | > loss_disc_real_1: 0.1942913979291916 (0.19447850697396094) | > loss_disc_real_2: 0.22192011773586273 (0.20958396727055836) | > loss_disc_real_3: 0.21631669998168945 (0.22778654046225966) | > loss_disc_real_4: 0.21036051213741302 (0.23121557175590282) | > loss_disc_real_5: 0.20525763928890228 (0.2231330416704479) | > loss_0: 2.3730576038360596 (2.3387224172291) | > grad_norm_0: tensor(6.1999, device='cuda:0') (tensor(9.4694, device='cuda:0')) | > loss_gen: 2.4284675121307373 (2.4900404988673692) | > loss_kl: 2.1364083290100098 (1.998139214097408) | > loss_feat: 6.795137882232666 (6.9976347538462855) | > loss_mel: 17.212398529052734 (17.10342403043782) | > loss_duration: 2.0106592178344727 (1.9775433697198566) | > loss_1: 30.58306884765625 (30.56678194748728) | > grad_norm_1: tensor(77.4930, device='cuda:0') (tensor(102.5276, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3786 (0.3716680982656646) | > loader_time: 0.0035 (0.003749755390903406)  --> TIME: 2024-06-12 10:38:21 -- STEP: 139/330 -- GLOBAL_STEP: 410550 | > loss_disc: 2.402223825454712 (2.3448613856336187) | > loss_disc_real_0: 0.11759732663631439 (0.10858922545536817) | > loss_disc_real_1: 0.20867905020713806 (0.19437822120652787) | > loss_disc_real_2: 0.1925855576992035 (0.2100612106297514) | > loss_disc_real_3: 0.22070974111557007 (0.22849990781262622) | > loss_disc_real_4: 0.2191685140132904 (0.23160023708566488) | > loss_disc_real_5: 0.2362072616815567 (0.2241353269318025) | > loss_0: 2.402223825454712 (2.3448613856336187) | > grad_norm_0: tensor(10.9102, device='cuda:0') (tensor(9.4379, device='cuda:0')) | > loss_gen: 2.3470962047576904 (2.4864021874160214) | > loss_kl: 2.1056365966796875 (1.9969456041459557) | > loss_feat: 6.690482139587402 (6.969778136383715) | > loss_mel: 16.287397384643555 (17.09181999645646) | > loss_duration: 2.0506372451782227 (1.98354112844673) | > loss_1: 29.481246948242188 (30.528487102590876) | > grad_norm_1: tensor(99.1457, device='cuda:0') (tensor(101.7810, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3846 (0.37253166274201094) | > loader_time: 0.0044 (0.0038113405378602393)  --> TIME: 2024-06-12 10:38:31 -- STEP: 164/330 -- GLOBAL_STEP: 410575 | > loss_disc: 2.4143424034118652 (2.3467453078525815) | > loss_disc_real_0: 0.10900752246379852 (0.10975930887478881) | > loss_disc_real_1: 0.20382502675056458 (0.19409329026210603) | > loss_disc_real_2: 0.22804014384746552 (0.2108694328585776) | > loss_disc_real_3: 0.2441512644290924 (0.22856665902384898) | > loss_disc_real_4: 0.2470887005329132 (0.23074867903459362) | > loss_disc_real_5: 0.24560396373271942 (0.22348522721994213) | > loss_0: 2.4143424034118652 (2.3467453078525815) | > grad_norm_0: tensor(7.5484, device='cuda:0') (tensor(9.5240, device='cuda:0')) | > loss_gen: 2.5086066722869873 (2.4848464058666693) | > loss_kl: 2.1180737018585205 (2.0055385224702893) | > loss_feat: 6.905676364898682 (6.9735910136525225) | > loss_mel: 17.471817016601562 (17.106031429476868) | > loss_duration: 2.0552945137023926 (1.9883122916628675) | > loss_1: 31.059467315673828 (30.55831968493578) | > grad_norm_1: tensor(78.3947, device='cuda:0') (tensor(107.8691, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.3769 (0.3741124403185961) | > loader_time: 0.0039 (0.003881166620952327)  --> TIME: 2024-06-12 10:38:41 -- STEP: 189/330 -- GLOBAL_STEP: 410600 | > loss_disc: 2.3760311603546143 (2.354715672750322) | > loss_disc_real_0: 0.09256067872047424 (0.11159910988949594) | > loss_disc_real_1: 0.1553291231393814 (0.19427075240977862) | > loss_disc_real_2: 0.21708296239376068 (0.2111022344657353) | > loss_disc_real_3: 0.2231016904115677 (0.22918158107333714) | > loss_disc_real_4: 0.2373150885105133 (0.23185602847545866) | > loss_disc_real_5: 0.21246787905693054 (0.22431710110139594) | > loss_0: 2.3760311603546143 (2.354715672750322) | > grad_norm_0: tensor(13.3211, device='cuda:0') (tensor(10.0592, device='cuda:0')) | > loss_gen: 2.331620216369629 (2.477924133734728) | > loss_kl: 1.9446568489074707 (2.007262290470185) | > loss_feat: 7.056135177612305 (6.95961642643762) | > loss_mel: 16.79108238220215 (17.091904281939172) | > loss_duration: 2.0702672004699707 (1.9962530552394806) | > loss_1: 30.19375991821289 (30.53296018529821) | > grad_norm_1: tensor(154.8212, device='cuda:0') (tensor(115.0330, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.4029 (0.37738965554212134) | > loader_time: 0.0045 (0.003989154068881243)  --> TIME: 2024-06-12 10:38:52 -- STEP: 214/330 -- GLOBAL_STEP: 410625 | > loss_disc: 2.3053486347198486 (2.3608752600500518) | > loss_disc_real_0: 0.09534557908773422 (0.11289623600787649) | > loss_disc_real_1: 0.21379944682121277 (0.1953929517870752) | > loss_disc_real_2: 0.2356804758310318 (0.2118256465296879) | > loss_disc_real_3: 0.20747514069080353 (0.2291425647579621) | > loss_disc_real_4: 0.21240465342998505 (0.23182050709691004) | > loss_disc_real_5: 0.2020256668329239 (0.22405066271530133) | > loss_0: 2.3053486347198486 (2.3608752600500518) | > grad_norm_0: tensor(28.2310, device='cuda:0') (tensor(10.6719, device='cuda:0')) | > loss_gen: 2.465529441833496 (2.470772151635072) | > loss_kl: 1.938267469406128 (2.0125863741491443) | > loss_feat: 6.74738073348999 (6.938699735659305) | > loss_mel: 16.964738845825195 (17.03940974440532) | > loss_duration: 2.118168354034424 (2.004484579941937) | > loss_1: 30.234085083007812 (30.46595257019328) | > grad_norm_1: tensor(486.0908, device='cuda:0') (tensor(127.7850, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.425 (0.3813189178983742) | > loader_time: 0.0054 (0.004117557935625596)  --> TIME: 2024-06-12 10:39:02 -- STEP: 239/330 -- GLOBAL_STEP: 410650 | > loss_disc: 2.244215488433838 (2.363747547859926) | > loss_disc_real_0: 0.12658892571926117 (0.11409448995936865) | > loss_disc_real_1: 0.17556767165660858 (0.1956720632115169) | > loss_disc_real_2: 0.21152931451797485 (0.21168341721450934) | > loss_disc_real_3: 0.22913074493408203 (0.22979438660284465) | > loss_disc_real_4: 0.2208959013223648 (0.231596314570395) | > loss_disc_real_5: 0.1782592087984085 (0.22373776979526216) | > loss_0: 2.244215488433838 (2.363747547859926) | > grad_norm_0: tensor(16.7543, device='cuda:0') (tensor(12.2522, device='cuda:0')) | > loss_gen: 2.8177266120910645 (2.473041268073365) | > loss_kl: 1.9839915037155151 (2.0164680770251557) | > loss_feat: 7.148236274719238 (6.9388771296545055) | > loss_mel: 16.405033111572266 (16.994441666862475) | > loss_duration: 2.0715126991271973 (2.0132464175443765) | > loss_1: 30.42650032043457 (30.436074508283927) | > grad_norm_1: tensor(371.4945, device='cuda:0') (tensor(152.1656, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.4204 (0.3850685642354159) | > loader_time: 0.0054 (0.004250034627555308)  --> TIME: 2024-06-12 10:39:13 -- STEP: 264/330 -- GLOBAL_STEP: 410675 | > loss_disc: 2.406885862350464 (2.3632988171143965) | > loss_disc_real_0: 0.09914126992225647 (0.1148002941979829) | > loss_disc_real_1: 0.21008999645709991 (0.19527321884577928) | > loss_disc_real_2: 0.2333870828151703 (0.2117003050604553) | > loss_disc_real_3: 0.262418270111084 (0.22983072207055308) | > loss_disc_real_4: 0.2690872550010681 (0.2318800347433849) | > loss_disc_real_5: 0.29011276364326477 (0.22338555956428702) | > loss_0: 2.406885862350464 (2.3632988171143965) | > grad_norm_0: tensor(52.0829, device='cuda:0') (tensor(14.0680, device='cuda:0')) | > loss_gen: 2.6569275856018066 (2.482013826117371) | > loss_kl: 2.104253053665161 (2.0188156781774587) | > loss_feat: 7.269880294799805 (6.9770509438081225) | > loss_mel: 16.006027221679688 (16.955661379929765) | > loss_duration: 2.150597095489502 (2.021781390363519) | > loss_1: 30.187685012817383 (30.45532315427607) | > grad_norm_1: tensor(424.1084, device='cuda:0') (tensor(174.6736, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.4235 (0.388885548620513) | > loader_time: 0.0053 (0.004371495860995672)  --> TIME: 2024-06-12 10:39:25 -- STEP: 289/330 -- GLOBAL_STEP: 410700 | > loss_disc: 2.351408004760742 (2.3614469993485705) | > loss_disc_real_0: 0.1603550910949707 (0.11542281460751712) | > loss_disc_real_1: 0.17863060534000397 (0.19539002496684715) | > loss_disc_real_2: 0.2093733251094818 (0.2115393903325586) | > loss_disc_real_3: 0.23479986190795898 (0.22995662704677317) | > loss_disc_real_4: 0.23208457231521606 (0.2315068990507753) | > loss_disc_real_5: 0.20885784924030304 (0.22253473005080304) | > loss_0: 2.351408004760742 (2.3614469993485705) | > grad_norm_0: tensor(36.7155, device='cuda:0') (tensor(15.8263, device='cuda:0')) | > loss_gen: 2.4204089641571045 (2.490084465812234) | > loss_kl: 2.1372430324554443 (2.0239613237677987) | > loss_feat: 7.04000997543335 (7.0044416176819055) | > loss_mel: 15.888306617736816 (16.898286162775705) | > loss_duration: 2.163224220275879 (2.0318855084349945) | > loss_1: 29.649192810058594 (30.448659038873693) | > grad_norm_1: tensor(637.4985, device='cuda:0') (tensor(200.3437, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.4553 (0.3949289074406079) | > loader_time: 0.0062 (0.004547463981338027)  --> TIME: 2024-06-12 10:39:38 -- STEP: 314/330 -- GLOBAL_STEP: 410725 | > loss_disc: 2.4167582988739014 (2.368468697663325) | > loss_disc_real_0: 0.16048654913902283 (0.11689984393869615) | > loss_disc_real_1: 0.18930664658546448 (0.19620709671716027) | > loss_disc_real_2: 0.20284408330917358 (0.21201630871576876) | > loss_disc_real_3: 0.2138592004776001 (0.2304605697845198) | > loss_disc_real_4: 0.2221091240644455 (0.23198223835343768) | > loss_disc_real_5: 0.24286723136901855 (0.22307056639414685) | > loss_0: 2.4167582988739014 (2.368468697663325) | > grad_norm_0: tensor(28.3457, device='cuda:0') (tensor(16.1578, device='cuda:0')) | > loss_gen: 2.402884006500244 (2.4818325445150875) | > loss_kl: 2.0427114963531494 (2.0285487922893224) | > loss_feat: 6.767701625823975 (6.9900485725159855) | > loss_mel: 16.48171615600586 (16.85129186909671) | > loss_duration: 2.2430529594421387 (2.045018287221337) | > loss_1: 29.938066482543945 (30.396740026534744) | > grad_norm_1: tensor(173.0451, device='cuda:0') (tensor(208.5015, device='cuda:0')) | > current_lr_0: 0.00017700619520143762 | > current_lr_1: 0.00017700619520143762 | > step_time: 0.5327 (0.4035988248837222) | > loader_time: 0.0076 (0.004746955671128197)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5440564155578613 (2.5440564155578613) | > loss_disc_real_0: 0.09306196123361588 (0.09306196123361588) | > loss_disc_real_1: 0.17327575385570526 (0.17327575385570526) | > loss_disc_real_2: 0.29508933424949646 (0.29508933424949646) | > loss_disc_real_3: 0.2267315834760666 (0.2267315834760666) | > loss_disc_real_4: 0.26424336433410645 (0.26424336433410645) | > loss_disc_real_5: 0.25749102234840393 (0.25749102234840393) | > loss_0: 2.5440564155578613 (2.5440564155578613) | > loss_gen: 2.154320240020752 (2.154320240020752) | > loss_kl: 2.2043356895446777 (2.2043356895446777) | > loss_feat: 5.14436149597168 (5.14436149597168) | > loss_mel: 14.570466041564941 (14.570466041564941) | > loss_duration: 3.02154541015625 (3.02154541015625) | > loss_1: 27.095027923583984 (27.095027923583984)  --> STEP: 1 | > loss_disc: 2.011885404586792 (2.011885404586792) | > loss_disc_real_0: 0.08574340492486954 (0.08574340492486954) | > loss_disc_real_1: 0.13525132834911346 (0.13525132834911346) | > loss_disc_real_2: 0.2031656950712204 (0.2031656950712204) | > loss_disc_real_3: 0.21943311393260956 (0.21943311393260956) | > loss_disc_real_4: 0.17583853006362915 (0.17583853006362915) | > loss_disc_real_5: 0.1792411059141159 (0.1792411059141159) | > loss_0: 2.011885404586792 (2.011885404586792) | > loss_gen: 2.525566339492798 (2.525566339492798) | > loss_kl: 3.1025025844573975 (3.1025025844573975) | > loss_feat: 9.147753715515137 (9.147753715515137) | > loss_mel: 18.538206100463867 (18.538206100463867) | > loss_duration: 2.60394549369812 (2.60394549369812) | > loss_1: 35.91797637939453 (35.91797637939453)  --> STEP: 2 | > loss_disc: 2.370790958404541 (2.1913381814956665) | > loss_disc_real_0: 0.04895210266113281 (0.06734775379300117) | > loss_disc_real_1: 0.179546058177948 (0.15739869326353073) | > loss_disc_real_2: 0.29379016160964966 (0.24847792834043503) | > loss_disc_real_3: 0.21930165588855743 (0.2193673849105835) | > loss_disc_real_4: 0.2671948969364166 (0.2215167135000229) | > loss_disc_real_5: 0.2989260256290436 (0.23908356577157974) | > loss_0: 2.370790958404541 (2.1913381814956665) | > loss_gen: 2.4347610473632812 (2.4801636934280396) | > loss_kl: 3.7571003437042236 (3.4298014640808105) | > loss_feat: 7.205277919769287 (8.176515817642212) | > loss_mel: 17.624252319335938 (18.081229209899902) | > loss_duration: 2.577470302581787 (2.5907078981399536) | > loss_1: 33.59886169433594 (34.758419036865234)  --> STEP: 3 | > loss_disc: 2.0782580375671387 (2.1536448001861572) | > loss_disc_real_0: 0.10058001428842545 (0.0784251739581426) | > loss_disc_real_1: 0.1254023313522339 (0.14673323929309845) | > loss_disc_real_2: 0.14853216707706451 (0.21516267458597818) | > loss_disc_real_3: 0.19775086641311646 (0.21216187874476114) | > loss_disc_real_4: 0.25830698013305664 (0.23378013571103415) | > loss_disc_real_5: 0.24552756547927856 (0.24123156567414603) | > loss_0: 2.0782580375671387 (2.1536448001861572) | > loss_gen: 2.5241410732269287 (2.4948228200276694) | > loss_kl: 3.591644048690796 (3.483748992284139) | > loss_feat: 7.14824104309082 (7.833757559458415) | > loss_mel: 15.467971801757812 (17.21014340718587) | > loss_duration: 2.437230110168457 (2.539548635482788) | > loss_1: 31.169227600097656 (33.56202189127604)  --> STEP: 4 | > loss_disc: 2.320329189300537 (2.195315897464752) | > loss_disc_real_0: 0.13231074810028076 (0.09189656749367714) | > loss_disc_real_1: 0.23701058328151703 (0.1693025752902031) | > loss_disc_real_2: 0.20953410863876343 (0.2137555330991745) | > loss_disc_real_3: 0.20480771362781525 (0.21032333746552467) | > loss_disc_real_4: 0.17969225347042084 (0.2202581651508808) | > loss_disc_real_5: 0.18184328079223633 (0.2263844944536686) | > loss_0: 2.320329189300537 (2.195315897464752) | > loss_gen: 2.3275551795959473 (2.4530059099197388) | > loss_kl: 4.028083801269531 (3.619832694530487) | > loss_feat: 9.374456405639648 (8.218932271003723) | > loss_mel: 19.246150970458984 (17.71914529800415) | > loss_duration: 2.4693965911865234 (2.522010624408722) | > loss_1: 37.445640563964844 (34.53292655944824)  --> STEP: 5 | > loss_disc: 2.5477793216705322 (2.265808582305908) | > loss_disc_real_0: 0.13170692324638367 (0.09985863864421844) | > loss_disc_real_1: 0.28726926445961 (0.19289591312408447) | > loss_disc_real_2: 0.270218163728714 (0.2250480592250824) | > loss_disc_real_3: 0.29403606057167053 (0.22706588208675385) | > loss_disc_real_4: 0.24019856750965118 (0.2242462456226349) | > loss_disc_real_5: 0.19054065644741058 (0.219215726852417) | > loss_0: 2.5477793216705322 (2.265808582305908) | > loss_gen: 2.523275852203369 (2.4670598983764647) | > loss_kl: 2.637026071548462 (3.423271369934082) | > loss_feat: 5.359501838684082 (7.647046184539795) | > loss_mel: 19.33588981628418 (18.042494201660155) | > loss_duration: 2.4532129764556885 (2.508251094818115) | > loss_1: 32.30890655517578 (34.08812255859375)  --> STEP: 6 | > loss_disc: 2.5017099380493164 (2.3051254749298096) | > loss_disc_real_0: 0.15784135460853577 (0.10952242463827133) | > loss_disc_real_1: 0.15126599371433258 (0.18595759322245917) | > loss_disc_real_2: 0.31587332487106323 (0.24018560349941254) | > loss_disc_real_3: 0.22930951416492462 (0.22743982076644897) | > loss_disc_real_4: 0.26126179099082947 (0.23041550318400064) | > loss_disc_real_5: 0.2028113603591919 (0.2164816657702128) | > loss_0: 2.5017099380493164 (2.3051254749298096) | > loss_gen: 2.4177937507629395 (2.4588488737742105) | > loss_kl: 2.6254515647888184 (3.2903014024098716) | > loss_feat: 6.762497901916504 (7.499621470769246) | > loss_mel: 18.62859535217285 (18.140177726745605) | > loss_duration: 2.30619478225708 (2.4745750427246094) | > loss_1: 32.74053192138672 (33.86352411905924)  --> STEP: 7 | > loss_disc: 2.4052414894104004 (2.3194277627127513) | > loss_disc_real_0: 0.11789346486330032 (0.11071828752756119) | > loss_disc_real_1: 0.2531730830669403 (0.19555980605738504) | > loss_disc_real_2: 0.2117900550365448 (0.23612909657614573) | > loss_disc_real_3: 0.25627195835113525 (0.2315586975642613) | > loss_disc_real_4: 0.28684481978416443 (0.2384768341268812) | > loss_disc_real_5: 0.25430405139923096 (0.2218848637172154) | > loss_0: 2.4052414894104004 (2.3194277627127513) | > loss_gen: 2.637345314025879 (2.4843483652387346) | > loss_kl: 4.282093524932861 (3.431985991341727) | > loss_feat: 5.644281387329102 (7.234572887420654) | > loss_mel: 15.670063018798828 (17.787304197038925) | > loss_duration: 2.531932830810547 (2.482769012451172) | > loss_1: 30.765716552734375 (33.42098018101284)  --> STEP: 8 | > loss_disc: 2.2636780738830566 (2.3124590516090393) | > loss_disc_real_0: 0.09498967975378036 (0.10875221155583858) | > loss_disc_real_1: 0.10797719657421112 (0.1846119798719883) | > loss_disc_real_2: 0.2125891149044037 (0.23318659886717796) | > loss_disc_real_3: 0.1787649244070053 (0.2249594759196043) | > loss_disc_real_4: 0.2174612283706665 (0.23584988340735435) | > loss_disc_real_5: 0.25380951166152954 (0.22587544471025467) | > loss_0: 2.2636780738830566 (2.3124590516090393) | > loss_gen: 2.3734867572784424 (2.470490664243698) | > loss_kl: 3.2838258743286133 (3.413465976715088) | > loss_feat: 8.598614692687988 (7.405078113079071) | > loss_mel: 18.349506378173828 (17.857579469680786) | > loss_duration: 2.3131256103515625 (2.4615635871887207) | > loss_1: 34.91856002807617 (33.60817766189575)  --> STEP: 9 | > loss_disc: 2.590953826904297 (2.3434029155307345) | > loss_disc_real_0: 0.11334767937660217 (0.10926281909147899) | > loss_disc_real_1: 0.15037700533866882 (0.18080809381273058) | > loss_disc_real_2: 0.24148620665073395 (0.2341087775097953) | > loss_disc_real_3: 0.282198429107666 (0.2313193596071667) | > loss_disc_real_4: 0.23744551837444305 (0.2360271761814753) | > loss_disc_real_5: 0.2288455367088318 (0.2262054549323188) | > loss_0: 2.590953826904297 (2.3434029155307345) | > loss_gen: 2.1284444332122803 (2.4324855274624295) | > loss_kl: 2.967402935028076 (3.3639034165276422) | > loss_feat: 6.930426597595215 (7.352339055803087) | > loss_mel: 18.210124969482422 (17.896751191880966) | > loss_duration: 2.1913585662841797 (2.4315408070882163) | > loss_1: 32.427757263183594 (33.47701983981662)  --> STEP: 10 | > loss_disc: 2.657525062561035 (2.3748151302337646) | > loss_disc_real_0: 0.19211558997631073 (0.11754809617996216) | > loss_disc_real_1: 0.20690381526947021 (0.18341766595840453) | > loss_disc_real_2: 0.3168964982032776 (0.24238754957914352) | > loss_disc_real_3: 0.2885216474533081 (0.23703958839178085) | > loss_disc_real_4: 0.28341180086135864 (0.24076563864946365) | > loss_disc_real_5: 0.2838420867919922 (0.23196911811828613) | > loss_0: 2.657525062561035 (2.3748151302337646) | > loss_gen: 2.515136957168579 (2.4407506704330446) | > loss_kl: 2.830850124359131 (3.310598087310791) | > loss_feat: 6.0529303550720215 (7.222398185729981) | > loss_mel: 15.032498359680176 (17.61032590866089) | > loss_duration: 2.481564998626709 (2.4365432262420654) | > loss_1: 28.912981033325195 (33.02061595916748)  --> STEP: 11 | > loss_disc: 2.638329029083252 (2.3987709392200816) | > loss_disc_real_0: 0.09124903380870819 (0.11515727232802998) | > loss_disc_real_1: 0.19216425716876984 (0.1842128106138923) | > loss_disc_real_2: 0.25028809905052185 (0.24310578134926883) | > loss_disc_real_3: 0.24482093751430511 (0.2377469837665558) | > loss_disc_real_4: 0.245899498462677 (0.2412323531779376) | > loss_disc_real_5: 0.2880192995071411 (0.2370645891536366) | > loss_0: 2.638329029083252 (2.3987709392200816) | > loss_gen: 2.0283336639404297 (2.403258215297352) | > loss_kl: 3.548666000366211 (3.3322406248612837) | > loss_feat: 5.477180480957031 (7.063742030750621) | > loss_mel: 17.207847595214844 (17.573736971074883) | > loss_duration: 2.5607190132141113 (2.447831934148615) | > loss_1: 30.82274627685547 (32.820809624411844)  --> STEP: 12 | > loss_disc: 2.5910990238189697 (2.4147982796033225) | > loss_disc_real_0: 0.1163373664021492 (0.11525561350087325) | > loss_disc_real_1: 0.20501066744327545 (0.18594596534967422) | > loss_disc_real_2: 0.2782231271266937 (0.2460322268307209) | > loss_disc_real_3: 0.2829321026802063 (0.24151241034269333) | > loss_disc_real_4: 0.21933935582637787 (0.23940793673197427) | > loss_disc_real_5: 0.18363827466964722 (0.2326123962799708) | > loss_0: 2.5910990238189697 (2.4147982796033225) | > loss_gen: 2.180943012237549 (2.384731948375702) | > loss_kl: 3.2176475524902344 (3.3226912021636963) | > loss_feat: 6.55859899520874 (7.021646777788798) | > loss_mel: 16.732345581054688 (17.503621021906532) | > loss_duration: 2.299712657928467 (2.4354886611302695) | > loss_1: 30.989248275756836 (32.668179512023926)  --> STEP: 13 | > loss_disc: 2.577934741973877 (2.427347238247211) | > loss_disc_real_0: 0.14518488943576813 (0.11755786549586517) | > loss_disc_real_1: 0.22571232914924622 (0.18900491641117975) | > loss_disc_real_2: 0.28369736671447754 (0.24892954528331757) | > loss_disc_real_3: 0.256325364112854 (0.24265186832501337) | > loss_disc_real_4: 0.2688307464122772 (0.24167122978430527) | > loss_disc_real_5: 0.23345397412776947 (0.23267713303749377) | > loss_0: 2.577934741973877 (2.427347238247211) | > loss_gen: 2.1531174182891846 (2.3669154460613546) | > loss_kl: 3.6825761795043945 (3.3503746619591346) | > loss_feat: 4.314539909362793 (6.813407787909875) | > loss_mel: 13.856648445129395 (17.223084669846752) | > loss_duration: 2.283911943435669 (2.4238289136153) | > loss_1: 26.290794372558594 (32.17761142437275)  --> STEP: 14 | > loss_disc: 2.5323503017425537 (2.434847457068307) | > loss_disc_real_0: 0.13370293378829956 (0.11871108465961047) | > loss_disc_real_1: 0.17675237357616425 (0.18812973478010722) | > loss_disc_real_2: 0.23960328102111816 (0.24826338355030333) | > loss_disc_real_3: 0.21845994889736176 (0.24092387408018112) | > loss_disc_real_4: 0.2731872797012329 (0.24392237620694296) | > loss_disc_real_5: 0.2140219509601593 (0.2313446200319699) | > loss_0: 2.5323503017425537 (2.434847457068307) | > loss_gen: 2.166496992111206 (2.3525998422077725) | > loss_kl: 3.81549334526062 (3.383597425052098) | > loss_feat: 6.3439226150512695 (6.7798731327056885) | > loss_mel: 17.747859954833984 (17.26056861877441) | > loss_duration: 2.390756607055664 (2.4214666060038974) | > loss_1: 32.46453094482422 (32.19810567583357)  --> STEP: 15 | > loss_disc: 2.500316619873047 (2.4392120679219564) | > loss_disc_real_0: 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(0.23087783859056585) | > loss_0: 2.5657169818878174 (2.436646110871259) | > loss_gen: 2.282668113708496 (2.350000928429996) | > loss_kl: 2.657898187637329 (3.3360836926628563) | > loss_feat: 7.3419270515441895 (7.053536078509162) | > loss_mel: 17.408945083618164 (17.263207828297332) | > loss_duration: 2.4179086685180664 (2.4248158370747284) | > loss_1: 32.10934829711914 (32.42764439302332)  --> STEP: 18 | > loss_disc: 2.3706560134887695 (2.4329799943500094) | > loss_disc_real_0: 0.093898244202137 (0.11251694253749317) | > loss_disc_real_1: 0.1415686309337616 (0.18265627324581146) | > loss_disc_real_2: 0.22389405965805054 (0.25286535173654556) | > loss_disc_real_3: 0.16768039762973785 (0.23865800433688694) | > loss_disc_real_4: 0.1673034429550171 (0.23982329501046074) | > loss_disc_real_5: 0.1708424985408783 (0.22754254192113876) | > loss_0: 2.3706560134887695 (2.4329799943500094) | > loss_gen: 2.0390894412994385 (2.332728068033854) | > loss_kl: 2.7801597118377686 (3.3051990270614624) | > loss_feat: 7.234772682189941 (7.06360477871365) | > loss_mel: 17.460786819458008 (17.27418443891737) | > loss_duration: 2.2964532375335693 (2.4176845815446644) | > loss_1: 31.811262130737305 (32.39340093400743)  --> STEP: 19 | > loss_disc: 2.5891706943511963 (2.4412005575079667) | > loss_disc_real_0: 0.08216790854930878 (0.11091962495916768) | > loss_disc_real_1: 0.15020281076431274 (0.180948196273101) | > loss_disc_real_2: 0.2664966285228729 (0.25358278735687856) | > loss_disc_real_3: 0.27764707803726196 (0.240710060847433) | > loss_disc_real_4: 0.2652851343154907 (0.24116339181598864) | > loss_disc_real_5: 0.19245587289333344 (0.22569587513020165) | > loss_0: 2.5891706943511963 (2.4412005575079667) | > loss_gen: 1.9134767055511475 (2.310662206850554) | > loss_kl: 2.2045204639434814 (3.2472685763710425) | > loss_feat: 5.501095294952393 (6.981367437463057) | > loss_mel: 16.589508056640625 (17.238148839850172) | > loss_duration: 2.3878860473632812 (2.416116237640381) | > loss_1: 28.596487045288086 (32.19356336091694)  --> STEP: 20 | > loss_disc: 2.917409658432007 (2.465011012554169) | > loss_disc_real_0: 0.17880290746688843 (0.11431378908455372) | > loss_disc_real_1: 0.20199830830097198 (0.18200070187449455) | > loss_disc_real_2: 0.22677244246006012 (0.25224227011203765) | > loss_disc_real_3: 0.22363893687725067 (0.23985650464892389) | > loss_disc_real_4: 0.24162758886814117 (0.24118660166859626) | > loss_disc_real_5: 0.26712965965270996 (0.22776756435632706) | > loss_0: 2.917409658432007 (2.465011012554169) | > loss_gen: 1.8207964897155762 (2.2861689209938048) | > loss_kl: 2.523252487182617 (3.211067771911621) | > loss_feat: 5.777745723724365 (6.921186351776123) | > loss_mel: 13.717256546020508 (17.062104225158688) | > loss_duration: 2.3194146156311035 (2.411281156539917) | > loss_1: 26.158466339111328 (31.89180850982666)  --> STEP: 21 | > loss_disc: 2.5613110065460205 (2.469596726553781) | > loss_disc_real_0: 0.11786197870969772 (0.11448275049527486) | > loss_disc_real_1: 0.13993540406227112 (0.17999759245486485) | > loss_disc_real_2: 0.2750740647315979 (0.25332949842725483) | > loss_disc_real_3: 0.24629652500152588 (0.24016317228476206) | > loss_disc_real_4: 0.23144516348838806 (0.24072272366001493) | > loss_disc_real_5: 0.2553863227367401 (0.2290827433268229) | > loss_0: 2.5613110065460205 (2.469596726553781) | > loss_gen: 2.0973517894744873 (2.2771776290166947) | > loss_kl: 2.3244030475616455 (3.1688456421806697) | > loss_feat: 5.305676460266113 (6.8442573093232655) | > loss_mel: 16.00435447692871 (17.01173518952869) | > loss_duration: 2.1808207035064697 (2.40030684925261) | > loss_1: 27.91260528564453 (31.702322642008465)  --> STEP: 22 | > loss_disc: 2.2845447063446045 (2.461185271089727) | > loss_disc_real_0: 0.12807482481002808 (0.11510057205503638) | > loss_disc_real_1: 0.17538093030452728 (0.17978774417530405) | > loss_disc_real_2: 0.22826015949249268 (0.25218998302112927) | > loss_disc_real_3: 0.192796990275383 (0.23801016401160846) | > loss_disc_real_4: 0.21703481674194336 (0.2396460006182844) | > loss_disc_real_5: 0.2298513501882553 (0.22911768000234256) | > loss_0: 2.2845447063446045 (2.461185271089727) | > loss_gen: 2.413222312927246 (2.283361478285356) | > loss_kl: 2.5282933712005615 (3.139729629863392) | > loss_feat: 7.858480453491211 (6.890358361330899) | > loss_mel: 15.709412574768066 (16.95253870703957) | > loss_duration: 2.227158546447754 (2.392436471852389) | > loss_1: 30.736568450927734 (31.658424724232066)  --> STEP: 23 | > loss_disc: 2.696709156036377 (2.471425440000451) | > loss_disc_real_0: 0.10723510384559631 (0.11475859517636507) | > loss_disc_real_1: 0.18316787481307983 (0.1799347063769465) | > loss_disc_real_2: 0.34937262535095215 (0.25641531529633893) | > loss_disc_real_3: 0.2756583094596863 (0.23964703990065533) | > loss_disc_real_4: 0.246552973985672 (0.2399463038081708) | > loss_disc_real_5: 0.2221260517835617 (0.2288136961667434) | > loss_0: 2.696709156036377 (2.471425440000451) | > loss_gen: 1.9924819469451904 (2.2707145421401314) | > loss_kl: 2.8818013668060303 (3.1285153575565503) | > loss_feat: 5.5713701248168945 (6.8330110466998555) | > loss_mel: 16.186016082763672 (16.919211636418876) | > loss_duration: 2.316507339477539 (2.389135205227396) | > loss_1: 28.94817543029785 (31.54058779840884)  --> STEP: 24 | > loss_disc: 2.5196220874786377 (2.4734336336453757) | > loss_disc_real_0: 0.13055069744586945 (0.11541659943759441) | > loss_disc_real_1: 0.1488015502691269 (0.17863749153912067) | > loss_disc_real_2: 0.2957334518432617 (0.258053570985794) | > loss_disc_real_3: 0.2723350524902344 (0.24100904042522112) | > loss_disc_real_4: 0.23495349287986755 (0.23973827001949152) | > loss_disc_real_5: 0.20342333614826202 (0.22775576449930668) | > loss_0: 2.5196220874786377 (2.4734336336453757) | > loss_gen: 2.208486557006836 (2.2681217094262442) | > loss_kl: 2.611485242843628 (3.1069724361101785) | > loss_feat: 5.038407802581787 (6.75823591152827) | > loss_mel: 18.877777099609375 (17.00081853071848) | > loss_duration: 2.4388675689697266 (2.391207387049993) | > loss_1: 31.175024032592773 (31.52535597483317)  --> STEP: 25 | > loss_disc: 2.4844582080841064 (2.4738746166229246) | > loss_disc_real_0: 0.10728898644447327 (0.11509149491786957) | > loss_disc_real_1: 0.15767109394073486 (0.17779883563518525) | > loss_disc_real_2: 0.28461527824401855 (0.259116039276123) | > loss_disc_real_3: 0.16677312552928925 (0.23803960382938386) | > loss_disc_real_4: 0.19764937460422516 (0.23805471420288085) | > loss_disc_real_5: 0.200811505317688 (0.22667799413204193) | > loss_0: 2.4844582080841064 (2.4738746166229246) | > loss_gen: 2.0041067600250244 (2.2575611114501952) | > loss_kl: 3.1879923343658447 (3.1102132320404055) | > loss_feat: 6.803199291229248 (6.7600344467163085) | > loss_mel: 16.12908172607422 (16.96594905853271) | > loss_duration: 2.4045727252960205 (2.3917420005798338) | > loss_1: 30.528953552246094 (31.485499877929687)  --> STEP: 26 | > loss_disc: 2.8148958683013916 (2.486990818610558) | > loss_disc_real_0: 0.1575380265712738 (0.11672405382761589) | > loss_disc_real_1: 0.1343204528093338 (0.17612659014188325) | > loss_disc_real_2: 0.19531407952308655 (0.25666211774716) | > loss_disc_real_3: 0.30035707354545593 (0.24043642958769432) | > loss_disc_real_4: 0.30007684230804443 (0.24044018066846407) | > loss_disc_real_5: 0.24659763276576996 (0.22744413407949302) | > loss_0: 2.8148958683013916 (2.486990818610558) | > loss_gen: 1.7040621042251587 (2.236272688095386) | > loss_kl: 2.2757890224456787 (3.078119993209839) | > loss_feat: 2.3105835914611816 (6.588901721514189) | > loss_mel: 13.521588325500488 (16.833473645723778) | > loss_duration: 2.279561996459961 (2.3874273850367618) | > loss_1: 22.091583251953125 (31.124195392315205) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024156937232384314 (-3.119615408090455e-05) | > avg_loss_disc: 2.486990818610558 (+0.06308134702535773) | > avg_loss_disc_real_0: 0.11672405382761589 (+0.003205529199196741) | > avg_loss_disc_real_1: 0.17612659014188325 (-0.00395513583834356) | > avg_loss_disc_real_2: 0.25666211774716 (+0.05458841014366875) | > avg_loss_disc_real_3: 0.24043642958769432 (+0.0169901056931569) | > avg_loss_disc_real_4: 0.24044018066846407 (+0.029495314909861625) | > avg_loss_disc_real_5: 0.22744413407949302 (+0.0018991776383840142) | > avg_loss_0: 2.486990818610558 (+0.06308134702535773) | > avg_loss_gen: 2.236272688095386 (+0.06740525594124458) | > avg_loss_kl: 3.078119993209839 (-0.05890272213862513) | > avg_loss_feat: 6.588901721514189 (-0.28554391860961914) | > avg_loss_mel: 16.833473645723778 (-0.1235525057866056) | > avg_loss_duration: 2.3874273850367618 (+0.0076727592028102976) | > avg_loss_1: 31.124195392315205 (-0.3929208608774033)  > EPOCH: 978/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:40:08)   --> TIME: 2024-06-12 10:40:13 -- STEP: 9/330 -- GLOBAL_STEP: 410750 | > loss_disc: 2.353127956390381 (2.340542131000095) | > loss_disc_real_0: 0.10598139464855194 (0.1070014809568723) | > loss_disc_real_1: 0.21096496284008026 (0.19358271525965798) | > loss_disc_real_2: 0.19508695602416992 (0.20341141356362236) | > loss_disc_real_3: 0.25356683135032654 (0.22708725101417965) | > loss_disc_real_4: 0.24355143308639526 (0.23095217016008165) | > loss_disc_real_5: 0.23987255990505219 (0.22161832120683458) | > loss_0: 2.353127956390381 (2.340542131000095) | > grad_norm_0: tensor(9.3900, device='cuda:0') (tensor(10.0206, device='cuda:0')) | > loss_gen: 2.558185577392578 (2.4916002220577664) | > loss_kl: 1.8327422142028809 (1.9021393590503268) | > loss_feat: 6.877495765686035 (6.740197923448351) | > loss_mel: 17.77373504638672 (17.343685150146484) | > loss_duration: 2.0292251110076904 (2.08145538965861) | > loss_1: 31.071382522583008 (30.559078004625107) | > grad_norm_1: tensor(76.9281, device='cuda:0') (tensor(81.1501, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3501 (0.36671532524956596) | > loader_time: 0.0029 (0.0031317340003119577)  --> TIME: 2024-06-12 10:40:22 -- STEP: 34/330 -- GLOBAL_STEP: 410775 | > loss_disc: 2.3455469608306885 (2.330965589074527) | > loss_disc_real_0: 0.10024701058864594 (0.10210455734940137) | > loss_disc_real_1: 0.22721073031425476 (0.1949681459980852) | > loss_disc_real_2: 0.18984611332416534 (0.20417029936523998) | > loss_disc_real_3: 0.2576328217983246 (0.2251122944495257) | > loss_disc_real_4: 0.228674054145813 (0.23349962558816462) | > loss_disc_real_5: 0.21271303296089172 (0.220144923118984) | > loss_0: 2.3455469608306885 (2.330965589074527) | > grad_norm_0: tensor(18.5565, device='cuda:0') (tensor(9.4908, device='cuda:0')) | > loss_gen: 2.6287126541137695 (2.4997717632966885) | > loss_kl: 2.1783840656280518 (1.9266921702553244) | > loss_feat: 7.378718376159668 (6.9884092807769775) | > loss_mel: 16.789621353149414 (17.203125224393958) | > loss_duration: 1.9640631675720215 (1.9938142229528988) | > loss_1: 30.93950080871582 (30.611812591552734) | > grad_norm_1: tensor(209.5913, device='cuda:0') (tensor(89.9923, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3517 (0.365283026414759) | > loader_time: 0.0041 (0.0034157738966100358)  --> TIME: 2024-06-12 10:40:31 -- STEP: 59/330 -- GLOBAL_STEP: 410800 | > loss_disc: 2.3823130130767822 (2.3467268418457543) | > loss_disc_real_0: 0.10233274102210999 (0.10477308802685495) | > loss_disc_real_1: 0.21957246959209442 (0.19505383680432528) | > loss_disc_real_2: 0.21814729273319244 (0.20832021509186696) | > loss_disc_real_3: 0.24563419818878174 (0.2274713480876664) | > loss_disc_real_4: 0.22553874552249908 (0.2331082578432762) | > loss_disc_real_5: 0.2061498910188675 (0.2197362025410442) | > loss_0: 2.3823130130767822 (2.3467268418457543) | > grad_norm_0: tensor(14.7146, device='cuda:0') (tensor(9.3758, device='cuda:0')) | > loss_gen: 2.4428670406341553 (2.484157966355146) | > loss_kl: 1.9350254535675049 (1.9378348427303766) | > loss_feat: 6.9430251121521 (7.008371619854943) | > loss_mel: 15.765182495117188 (17.125971842620324) | > loss_duration: 1.9295878410339355 (1.9772615008435006) | > loss_1: 29.015689849853516 (30.53359759055962) | > grad_norm_1: tensor(89.3041, device='cuda:0') (tensor(94.6344, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3692 (0.36816988961171293) | > loader_time: 0.0036 (0.0036262859732417736)  --> TIME: 2024-06-12 10:40:41 -- STEP: 84/330 -- GLOBAL_STEP: 410825 | > loss_disc: 2.269073486328125 (2.346321435201736) | > loss_disc_real_0: 0.11998343467712402 (0.10660124224211488) | > loss_disc_real_1: 0.16625958681106567 (0.1950656819556441) | > loss_disc_real_2: 0.20838549733161926 (0.20879102498292923) | > loss_disc_real_3: 0.21839237213134766 (0.2273785365479333) | > loss_disc_real_4: 0.2056872844696045 (0.23207220062613487) | > loss_disc_real_5: 0.20078441500663757 (0.2217225455457256) | > loss_0: 2.269073486328125 (2.346321435201736) | > grad_norm_0: tensor(11.0762, device='cuda:0') (tensor(8.9666, device='cuda:0')) | > loss_gen: 2.534938335418701 (2.4847966375805077) | > loss_kl: 2.0293073654174805 (1.9507596648874737) | > loss_feat: 7.240324974060059 (7.005821960312979) | > loss_mel: 17.750890731811523 (17.13191055116198) | > loss_duration: 2.0306649208068848 (1.973015206200736) | > loss_1: 31.58612632751465 (30.54630388532366) | > grad_norm_1: tensor(96.0543, device='cuda:0') (tensor(108.3391, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3851 (0.3696816223008292) | > loader_time: 0.0048 (0.0038042891593206497)  --> TIME: 2024-06-12 10:40:54 -- STEP: 109/330 -- GLOBAL_STEP: 410850 | > loss_disc: 2.3298566341400146 (2.3545365705402634) | > loss_disc_real_0: 0.08671734482049942 (0.10837712494331762) | > loss_disc_real_1: 0.20977230370044708 (0.19603936401529054) | > loss_disc_real_2: 0.22836774587631226 (0.20943252660265757) | > loss_disc_real_3: 0.2119498997926712 (0.22818631699325842) | > loss_disc_real_4: 0.2078840583562851 (0.23245368925256465) | > loss_disc_real_5: 0.23173965513706207 (0.22193475778496594) | > loss_0: 2.3298566341400146 (2.3545365705402634) | > grad_norm_0: tensor(8.7983, device='cuda:0') (tensor(9.3715, device='cuda:0')) | > loss_gen: 2.516838550567627 (2.4787805845978053) | > loss_kl: 2.097569227218628 (1.9628034261388516) | > loss_feat: 6.653824806213379 (6.957960443759183) | > loss_mel: 17.109041213989258 (17.11164679221056) | > loss_duration: 1.9432765245437622 (1.9755847290021564) | > loss_1: 30.3205509185791 (30.48677589696482) | > grad_norm_1: tensor(97.6028, device='cuda:0') (tensor(117.8738, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3809 (0.37060484098731916) | > loader_time: 0.004 (0.03230547248770337)  --> TIME: 2024-06-12 10:41:03 -- STEP: 134/330 -- GLOBAL_STEP: 410875 | > loss_disc: 2.4936933517456055 (2.3654180320341207) | > loss_disc_real_0: 0.15451571345329285 (0.11093423293152851) | > loss_disc_real_1: 0.23988378047943115 (0.19776214336726206) | > loss_disc_real_2: 0.2115081250667572 (0.21078023014228733) | > loss_disc_real_3: 0.2388177514076233 (0.22816471010446548) | > loss_disc_real_4: 0.2331937551498413 (0.23232827769286596) | > loss_disc_real_5: 0.22201578319072723 (0.2227121712778931) | > loss_0: 2.4936933517456055 (2.3654180320341207) | > grad_norm_0: tensor(12.8030, device='cuda:0') (tensor(9.6185, device='cuda:0')) | > loss_gen: 2.2681872844696045 (2.472318362833848) | > loss_kl: 1.8968316316604614 (1.9694281167058802) | > loss_feat: 7.323980331420898 (6.941840990265804) | > loss_mel: 17.3742733001709 (17.14099642056138) | > loss_duration: 2.011509656906128 (1.980272754804412) | > loss_1: 30.874780654907227 (30.504856579339325) | > grad_norm_1: tensor(121.5590, device='cuda:0') (tensor(117.6048, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3765 (0.3708099820720615) | > loader_time: 0.004 (0.02705501976297862)  --> TIME: 2024-06-12 10:41:13 -- STEP: 159/330 -- GLOBAL_STEP: 410900 | > loss_disc: 2.3917946815490723 (2.3672289443465915) | > loss_disc_real_0: 0.18380646407604218 (0.11277478900533053) | > loss_disc_real_1: 0.2449302077293396 (0.19834100647167588) | > loss_disc_real_2: 0.254351407289505 (0.21101570166881728) | > loss_disc_real_3: 0.24016357958316803 (0.22803772910960815) | > loss_disc_real_4: 0.2230311632156372 (0.23189743172447635) | > loss_disc_real_5: 0.21487639844417572 (0.22229330194821148) | > loss_0: 2.3917946815490723 (2.3672289443465915) | > grad_norm_0: tensor(15.9008, device='cuda:0') (tensor(9.9599, device='cuda:0')) | > loss_gen: 2.6280925273895264 (2.4707579312834334) | > loss_kl: 2.024515151977539 (1.9821865078788135) | > loss_feat: 6.896782875061035 (6.9285501474104585) | > loss_mel: 17.116985321044922 (17.13357357409015) | > loss_duration: 2.0188069343566895 (1.9845859734517224) | > loss_1: 30.685182571411133 (30.49965412211868) | > grad_norm_1: tensor(168.1900, device='cuda:0') (tensor(123.7806, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3687 (0.3717197727107403) | > loader_time: 0.0045 (0.023485552589848364)  --> TIME: 2024-06-12 10:41:23 -- STEP: 184/330 -- GLOBAL_STEP: 410925 | > loss_disc: 2.513221502304077 (2.377266556024553) | > loss_disc_real_0: 0.14279624819755554 (0.11471712560919316) | > loss_disc_real_1: 0.18971435725688934 (0.19875080502875472) | > loss_disc_real_2: 0.19786162674427032 (0.21204489744875743) | > loss_disc_real_3: 0.26149317622184753 (0.2288791652282943) | > loss_disc_real_4: 0.2680600881576538 (0.23247677776152673) | > loss_disc_real_5: 0.27047255635261536 (0.22335813040642635) | > loss_0: 2.513221502304077 (2.377266556024553) | > grad_norm_0: tensor(22.9904, device='cuda:0') (tensor(10.0133, device='cuda:0')) | > loss_gen: 2.2138748168945312 (2.461711086656735) | > loss_kl: 2.057264804840088 (1.9888009228136228) | > loss_feat: 6.102761745452881 (6.908629943495211) | > loss_mel: 16.00676155090332 (17.123902709587757) | > loss_duration: 2.021291732788086 (1.992286987926649) | > loss_1: 28.401954650878906 (30.475331638170324) | > grad_norm_1: tensor(119.2345, device='cuda:0') (tensor(124.2115, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.3795 (0.37557383335155003) | > loader_time: 0.0067 (0.020952794862830127)  --> TIME: 2024-06-12 10:41:33 -- STEP: 209/330 -- GLOBAL_STEP: 410950 | > loss_disc: 2.369565010070801 (2.375883969393646) | > loss_disc_real_0: 0.10420241206884384 (0.11546033307125694) | > loss_disc_real_1: 0.16820178925991058 (0.19800044111372753) | > loss_disc_real_2: 0.1759357750415802 (0.21172414926820965) | > loss_disc_real_3: 0.2306663990020752 (0.22897667191815718) | > loss_disc_real_4: 0.19412639737129211 (0.2321121152223012) | > loss_disc_real_5: 0.1985321044921875 (0.22323124303201738) | > loss_0: 2.369565010070801 (2.375883969393646) | > grad_norm_0: tensor(10.3292, device='cuda:0') (tensor(10.5672, device='cuda:0')) | > loss_gen: 2.424414873123169 (2.463811322262411) | > loss_kl: 1.9964042901992798 (1.9984823499570052) | > loss_feat: 7.167660236358643 (6.931609048797753) | > loss_mel: 16.515039443969727 (17.085655408612837) | > loss_duration: 2.095160961151123 (2.000628671007293) | > loss_1: 30.198680877685547 (30.480186800066935) | > grad_norm_1: tensor(365.0528, device='cuda:0') (tensor(135.3314, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.4019 (0.3789539063376104) | > loader_time: 0.005 (0.019058705516979465)  --> TIME: 2024-06-12 10:41:44 -- STEP: 234/330 -- GLOBAL_STEP: 410975 | > loss_disc: 2.310577392578125 (2.379342371581968) | > loss_disc_real_0: 0.08376302570104599 (0.11628950514599808) | > loss_disc_real_1: 0.1928260773420334 (0.19868133478185052) | > loss_disc_real_2: 0.19031482934951782 (0.2119695597097405) | > loss_disc_real_3: 0.23753204941749573 (0.2292096262686273) | > loss_disc_real_4: 0.24551232159137726 (0.2325182501704265) | > loss_disc_real_5: 0.22358746826648712 (0.22317233414222032) | > loss_0: 2.310577392578125 (2.379342371581968) | > grad_norm_0: tensor(29.4261, device='cuda:0') (tensor(12.5110, device='cuda:0')) | > loss_gen: 2.7004547119140625 (2.4647068131683203) | > loss_kl: 2.1708593368530273 (2.0043122656324983) | > loss_feat: 6.420158863067627 (6.911313438007975) | > loss_mel: 16.517078399658203 (17.05106341125618) | > loss_duration: 2.070014715194702 (2.009477856831673) | > loss_1: 29.87856674194336 (30.440873757386818) | > grad_norm_1: tensor(479.0270, device='cuda:0') (tensor(157.4456, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.4207 (0.38282904054364597) | > loader_time: 0.0052 (0.01761653484442296)  --> TIME: 2024-06-12 10:41:55 -- STEP: 259/330 -- GLOBAL_STEP: 411000 | > loss_disc: 2.4269967079162598 (2.378864814876131) | > loss_disc_real_0: 0.08815868198871613 (0.11672800891532861) | > loss_disc_real_1: 0.19153858721256256 (0.19876565637505653) | > loss_disc_real_2: 0.19571182131767273 (0.21188489586460085) | > loss_disc_real_3: 0.23521602153778076 (0.22965678325260927) | > loss_disc_real_4: 0.1997556835412979 (0.23272560600148204) | > loss_disc_real_5: 0.2250174731016159 (0.22266271514782113) | > loss_0: 2.4269967079162598 (2.378864814876131) | > grad_norm_0: tensor(35.5464, device='cuda:0') (tensor(14.1839, device='cuda:0')) | > loss_gen: 2.481987714767456 (2.4753112111772797) | > loss_kl: 2.0954737663269043 (2.011784760187951) | > loss_feat: 7.804965496063232 (6.953806234602762) | > loss_mel: 17.217422485351562 (17.014296450670155) | > loss_duration: 2.1262645721435547 (2.0179720937515313) | > loss_1: 31.72611427307129 (30.47317071863123) | > grad_norm_1: tensor(570.6729, device='cuda:0') (tensor(179.8251, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.4176 (0.38666433441132664) | > loader_time: 0.0059 (0.016489792054224205) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_411000.pth  --> TIME: 2024-06-12 10:42:12 -- STEP: 284/330 -- GLOBAL_STEP: 411025 | > loss_disc: 2.519362688064575 (2.3773025425387107) | > loss_disc_real_0: 0.21343117952346802 (0.11795769136031749) | > loss_disc_real_1: 0.18549735844135284 (0.19886167520578474) | > loss_disc_real_2: 0.22781997919082642 (0.21204326737304807) | > loss_disc_real_3: 0.25313958525657654 (0.22944126582481492) | > loss_disc_real_4: 0.26232966780662537 (0.23225798211257223) | > loss_disc_real_5: 0.25474727153778076 (0.22108216468297254) | > loss_0: 2.519362688064575 (2.3773025425387107) | > grad_norm_0: tensor(26.2155, device='cuda:0') (tensor(15.5922, device='cuda:0')) | > loss_gen: 2.4125378131866455 (2.4772670949009092) | > loss_kl: 2.036977767944336 (2.0202710494189193) | > loss_feat: 5.78573751449585 (6.957948221287257) | > loss_mel: 16.161531448364258 (16.972479873979587) | > loss_duration: 2.1476681232452393 (2.0281358881735465) | > loss_1: 28.54445457458496 (30.45610209585915) | > grad_norm_1: tensor(357.2515, device='cuda:0') (tensor(202.5332, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.4551 (0.39308495924506404) | > loader_time: 0.0061 (0.015583563018852565)  --> TIME: 2024-06-12 10:42:24 -- STEP: 309/330 -- GLOBAL_STEP: 411050 | > loss_disc: 2.4704999923706055 (2.3800456932833294) | > loss_disc_real_0: 0.17179882526397705 (0.11934093166516437) | > loss_disc_real_1: 0.2520343065261841 (0.19908116931475486) | > loss_disc_real_2: 0.17895172536373138 (0.21200857198161216) | > loss_disc_real_3: 0.24983714520931244 (0.2296785163937263) | > loss_disc_real_4: 0.2483636885881424 (0.23252795728279163) | > loss_disc_real_5: 0.24918891489505768 (0.22162644372210138) | > loss_0: 2.4704999923706055 (2.3800456932833294) | > grad_norm_0: tensor(28.4633, device='cuda:0') (tensor(15.8406, device='cuda:0')) | > loss_gen: 2.2875113487243652 (2.4704804806261755) | > loss_kl: 2.0431606769561768 (2.024426878848893) | > loss_feat: 6.121433258056641 (6.952793834278885) | > loss_mel: 15.38737678527832 (16.912981925273005) | > loss_duration: 2.231095314025879 (2.040249524378853) | > loss_1: 28.070579528808594 (30.40093263298948) | > grad_norm_1: tensor(257.2290, device='cuda:0') (tensor(207.0227, device='cuda:0')) | > current_lr_0: 0.00017698406942703743 | > current_lr_1: 0.00017698406942703743 | > step_time: 0.5023 (0.4006246795160487) | > loader_time: 0.0069 (0.014886399303053584)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.282621383666992 (2.282621383666992) | > loss_disc_real_0: 0.23040254414081573 (0.23040254414081573) | > loss_disc_real_1: 0.1487347036600113 (0.1487347036600113) | > loss_disc_real_2: 0.17672677338123322 (0.17672677338123322) | > loss_disc_real_3: 0.21401384472846985 (0.21401384472846985) | > loss_disc_real_4: 0.25908493995666504 (0.25908493995666504) | > loss_disc_real_5: 0.18777766823768616 (0.18777766823768616) | > loss_0: 2.282621383666992 (2.282621383666992) | > loss_gen: 2.683596611022949 (2.683596611022949) | > loss_kl: 2.1251139640808105 (2.1251139640808105) | > loss_feat: 8.457704544067383 (8.457704544067383) | > loss_mel: 16.469682693481445 (16.469682693481445) | > loss_duration: 3.053072929382324 (3.053072929382324) | > loss_1: 32.7891731262207 (32.7891731262207)  --> STEP: 1 | > loss_disc: 2.339524269104004 (2.339524269104004) | > loss_disc_real_0: 0.2059801071882248 (0.2059801071882248) | > loss_disc_real_1: 0.26074856519699097 (0.26074856519699097) | > loss_disc_real_2: 0.19198937714099884 (0.19198937714099884) | > loss_disc_real_3: 0.2520501911640167 (0.2520501911640167) | > loss_disc_real_4: 0.20360016822814941 (0.20360016822814941) | > loss_disc_real_5: 0.19569489359855652 (0.19569489359855652) | > loss_0: 2.339524269104004 (2.339524269104004) | > loss_gen: 2.398179769515991 (2.398179769515991) | > loss_kl: 3.1778080463409424 (3.1778080463409424) | > loss_feat: 4.725839614868164 (4.725839614868164) | > loss_mel: 16.513751983642578 (16.513751983642578) | > loss_duration: 2.5053868293762207 (2.5053868293762207) | > loss_1: 29.320966720581055 (29.320966720581055)  --> STEP: 2 | > loss_disc: 2.2961997985839844 (2.317862033843994) | > loss_disc_real_0: 0.17017051577568054 (0.18807531148195267) | > loss_disc_real_1: 0.21400344371795654 (0.23737600445747375) | > loss_disc_real_2: 0.18309208750724792 (0.18754073232412338) | > loss_disc_real_3: 0.2116246223449707 (0.2318374067544937) | > loss_disc_real_4: 0.17372125387191772 (0.18866071105003357) | > loss_disc_real_5: 0.18127204477787018 (0.18848346918821335) | > loss_0: 2.2961997985839844 (2.317862033843994) | > loss_gen: 2.231292724609375 (2.314736247062683) | > loss_kl: 2.6145107746124268 (2.8961594104766846) | > loss_feat: 6.141373157501221 (5.433606386184692) | > loss_mel: 16.817485809326172 (16.665618896484375) | > loss_duration: 2.568389654159546 (2.5368882417678833) | > loss_1: 30.3730525970459 (29.847009658813477)  --> STEP: 3 | > loss_disc: 2.4533257484436035 (2.3630166053771973) | > loss_disc_real_0: 0.16984117031097412 (0.1819972644249598) | > loss_disc_real_1: 0.16834872961044312 (0.21436691284179688) | > loss_disc_real_2: 0.19330784678459167 (0.18946310381094614) | > loss_disc_real_3: 0.26957863569259644 (0.24441781640052795) | > loss_disc_real_4: 0.20687741041183472 (0.19473294417063394) | > loss_disc_real_5: 0.20137622952461243 (0.19278105596701303) | > loss_0: 2.4533257484436035 (2.3630166053771973) | > loss_gen: 2.2376675605773926 (2.2890466849009194) | > loss_kl: 3.4561104774475098 (3.0828097661336265) | > loss_feat: 5.757936000823975 (5.54171625773112) | > loss_mel: 15.500224113464355 (16.277153968811035) | > loss_duration: 2.3816609382629395 (2.4851458072662354) | > loss_1: 29.333599090576172 (29.675872802734375)  --> STEP: 4 | > loss_disc: 2.5712804794311523 (2.415082573890686) | > loss_disc_real_0: 0.16652719676494598 (0.17812974750995636) | > loss_disc_real_1: 0.13375146687030792 (0.19421305134892464) | > loss_disc_real_2: 0.2618340849876404 (0.2075558491051197) | > loss_disc_real_3: 0.27249252796173096 (0.2514364942908287) | > loss_disc_real_4: 0.23175249993801117 (0.20398783311247826) | > loss_disc_real_5: 0.24251589179039001 (0.20521476492285728) | > loss_0: 2.5712804794311523 (2.415082573890686) | > loss_gen: 2.3087215423583984 (2.2939653992652893) | > loss_kl: 3.664452075958252 (3.2282203435897827) | > loss_feat: 7.296099662780762 (5.98031210899353) | > loss_mel: 16.963720321655273 (16.448795557022095) | > loss_duration: 2.4345381259918213 (2.472493886947632) | > loss_1: 32.66753387451172 (30.42378807067871)  --> STEP: 5 | > loss_disc: 2.525655508041382 (2.4371971607208254) | > loss_disc_real_0: 0.23565858602523804 (0.1896355152130127) | > loss_disc_real_1: 0.1807093620300293 (0.19151231348514558) | > loss_disc_real_2: 0.17601870000362396 (0.20124841928482057) | > loss_disc_real_3: 0.2352900207042694 (0.24820719957351683) | > loss_disc_real_4: 0.21648065745830536 (0.20648639798164367) | > loss_disc_real_5: 0.24182061851024628 (0.21253593564033507) | > loss_0: 2.525655508041382 (2.4371971607208254) | > loss_gen: 2.1364800930023193 (2.2624683380126953) | > loss_kl: 2.7301461696624756 (3.128605508804321) | > loss_feat: 4.492210865020752 (5.682691860198974) | > loss_mel: 18.579875946044922 (16.87501163482666) | > loss_duration: 2.336001396179199 (2.4451953887939455) | > loss_1: 30.274715423583984 (30.393973541259765)  --> STEP: 6 | > loss_disc: 2.5551042556762695 (2.4568483432133994) | > loss_disc_real_0: 0.10991585999727249 (0.17634890601038933) | > loss_disc_real_1: 0.21663378179073334 (0.1956992248694102) | > loss_disc_real_2: 0.24550355970859528 (0.20862427602211633) | > loss_disc_real_3: 0.2414262741804123 (0.24707704534133276) | > loss_disc_real_4: 0.25457674264907837 (0.21450145542621613) | > loss_disc_real_5: 0.2463883012533188 (0.21817799657583237) | > loss_0: 2.5551042556762695 (2.4568483432133994) | > loss_gen: 2.114079713821411 (2.2377369006474814) | > loss_kl: 2.8255045413970947 (3.0780886809031167) | > loss_feat: 4.265945911407471 (5.446567535400391) | > loss_mel: 16.46529769897461 (16.80672597885132) | > loss_duration: 2.3025307655334473 (2.4214179515838623) | > loss_1: 27.973358154296875 (29.990537643432617)  --> STEP: 7 | > loss_disc: 2.235621452331543 (2.4252445016588484) | > loss_disc_real_0: 0.08717378228902817 (0.16360960262162344) | > loss_disc_real_1: 0.16043731570243835 (0.1906618092741285) | > loss_disc_real_2: 0.1486387699842453 (0.2000549180167062) | > loss_disc_real_3: 0.24721820652484894 (0.24709721122469222) | > loss_disc_real_4: 0.2176552414894104 (0.21495199629238673) | > loss_disc_real_5: 0.23715080320835114 (0.22088839752333506) | > loss_0: 2.235621452331543 (2.4252445016588484) | > loss_gen: 2.2478158473968506 (2.2391767501831055) | > loss_kl: 4.919035911560059 (3.341081142425537) | > loss_feat: 6.570285320281982 (5.607098647526333) | > loss_mel: 19.033308029174805 (17.12480912889753) | > loss_duration: 2.624786853790283 (2.450470651899065) | > loss_1: 35.39522933959961 (30.76263645717076)  --> STEP: 8 | > loss_disc: 2.5882463455200195 (2.4456197321414948) | > loss_disc_real_0: 0.23137862980365753 (0.1720807310193777) | > loss_disc_real_1: 0.2557646930217743 (0.19879966974258423) | > loss_disc_real_2: 0.2900596857070923 (0.21130551397800446) | > loss_disc_real_3: 0.24329042434692383 (0.24662136286497116) | > loss_disc_real_4: 0.24882765114307404 (0.21918645314872265) | > loss_disc_real_5: 0.22544172406196594 (0.2214575633406639) | > loss_0: 2.5882463455200195 (2.4456197321414948) | > loss_gen: 2.437131643295288 (2.2639211118221283) | > loss_kl: 2.866478681564331 (3.2817558348178864) | > loss_feat: 5.923851013183594 (5.64669269323349) | > loss_mel: 15.48125171661377 (16.91936445236206) | > loss_duration: 2.2975783348083496 (2.431359112262726) | > loss_1: 29.00629234313965 (30.54309344291687)  --> STEP: 9 | > loss_disc: 2.29667067527771 (2.4290698369344077) | > loss_disc_real_0: 0.1821591854095459 (0.17320055928495195) | > loss_disc_real_1: 0.17266008257865906 (0.19589527116881478) | > loss_disc_real_2: 0.14683257043361664 (0.20414185358418357) | > loss_disc_real_3: 0.26509228348731995 (0.24867368737856546) | > loss_disc_real_4: 0.2307409644126892 (0.22047028773360783) | > loss_disc_real_5: 0.2871384620666504 (0.22875544097688463) | > loss_0: 2.29667067527771 (2.4290698369344077) | > loss_gen: 2.577928066253662 (2.298810773425632) | > loss_kl: 2.926121950149536 (3.242240958743625) | > loss_feat: 9.291449546813965 (6.051665676964654) | > loss_mel: 18.81902313232422 (17.13043763902452) | > loss_duration: 2.1867356300354004 (2.4041787253485785) | > loss_1: 35.8012580871582 (31.127333958943684)  --> STEP: 10 | > loss_disc: 2.4330577850341797 (2.4294686317443848) | > loss_disc_real_0: 0.12111485004425049 (0.1679919883608818) | > loss_disc_real_1: 0.1899876445531845 (0.19530450850725173) | > loss_disc_real_2: 0.20924198627471924 (0.20465186685323716) | > loss_disc_real_3: 0.2063714563846588 (0.2444434642791748) | > loss_disc_real_4: 0.2094804048538208 (0.2193712994456291) | > loss_disc_real_5: 0.20409846305847168 (0.22628974318504333) | > loss_0: 2.4330577850341797 (2.4294686317443848) | > loss_gen: 2.255537986755371 (2.294483494758606) | > loss_kl: 2.91522479057312 (3.2095393419265745) | > loss_feat: 5.209036827087402 (5.967402791976928) | > loss_mel: 15.234882354736328 (16.9408821105957) | > loss_duration: 2.4663941860198975 (2.4104002714157104) | > loss_1: 28.08107566833496 (30.822708129882812)  --> STEP: 11 | > loss_disc: 2.5865674018859863 (2.443750338120894) | > loss_disc_real_0: 0.1761191487312317 (0.1687308211218227) | > loss_disc_real_1: 0.2652210593223572 (0.20166055858135223) | > loss_disc_real_2: 0.19381606578826904 (0.20366679402914914) | > loss_disc_real_3: 0.20664682984352112 (0.2410074066032063) | > loss_disc_real_4: 0.23870263993740082 (0.2211286940357902) | > loss_disc_real_5: 0.2980535328388214 (0.23281372406265952) | > loss_0: 2.5865674018859863 (2.443750338120894) | > loss_gen: 2.2212798595428467 (2.2878286188299004) | > loss_kl: 3.8361260890960693 (3.266501773487438) | > loss_feat: 6.33624792098999 (6.000934167341753) | > loss_mel: 17.38108253479004 (16.980900330977008) | > loss_duration: 2.5324175357818604 (2.421492749994451) | > loss_1: 32.307151794433594 (30.957657553932883)  --> STEP: 12 | > loss_disc: 2.34053111076355 (2.4351487358411155) | > loss_disc_real_0: 0.1783726066350937 (0.16953430324792862) | > loss_disc_real_1: 0.21726426482200623 (0.20296086743474007) | > loss_disc_real_2: 0.23515133559703827 (0.20629050582647324) | > loss_disc_real_3: 0.22837983071804047 (0.2399551086127758) | > loss_disc_real_4: 0.2042027860879898 (0.2197182017068068) | > loss_disc_real_5: 0.16400146484375 (0.2270793691277504) | > loss_0: 2.34053111076355 (2.4351487358411155) | > loss_gen: 2.478425979614258 (2.303711732228597) | > loss_kl: 2.33345103263855 (3.188747545083364) | > loss_feat: 6.941987037658691 (6.079355239868164) | > loss_mel: 16.96506118774414 (16.979580402374268) | > loss_duration: 2.28731107711792 (2.410310943921407) | > loss_1: 31.006237030029297 (30.961705843607586)  --> STEP: 13 | > loss_disc: 2.5289063453674316 (2.442360859650832) | > loss_disc_real_0: 0.14763833582401276 (0.16784999806147355) | > loss_disc_real_1: 0.21584825217723846 (0.20395220472262457) | > loss_disc_real_2: 0.22271639108657837 (0.20755403546186593) | > loss_disc_real_3: 0.206732839345932 (0.2373995494384032) | > loss_disc_real_4: 0.20428958535194397 (0.21853138506412506) | > loss_disc_real_5: 0.2001127302646637 (0.22500501229212835) | > loss_0: 2.5289063453674316 (2.442360859650832) | > loss_gen: 2.035578489303589 (2.2830860981574426) | > loss_kl: 2.9900519847869873 (3.1734632712144117) | > loss_feat: 5.566781044006348 (6.039926455571101) | > loss_mel: 15.112004280090332 (16.835920700660118) | > loss_duration: 2.2883048057556152 (2.4009258563701925) | > loss_1: 27.992721557617188 (30.73332243699294)  --> STEP: 14 | > loss_disc: 2.341440200805664 (2.4351522411618913) | > loss_disc_real_0: 0.17728351056575775 (0.16852382038320815) | > loss_disc_real_1: 0.16573366522789001 (0.20122230904442923) | > loss_disc_real_2: 0.15814583003520966 (0.20402487793139049) | > loss_disc_real_3: 0.21351614594459534 (0.23569359204598836) | > loss_disc_real_4: 0.24013583362102509 (0.2200745599610465) | > loss_disc_real_5: 0.2071080505847931 (0.22372665788446153) | > loss_0: 2.341440200805664 (2.4351522411618913) | > loss_gen: 2.3205018043518066 (2.2857586485998973) | > loss_kl: 3.8790624141693115 (3.2238632099969045) | > loss_feat: 8.171600341796875 (6.192188876015799) | > loss_mel: 18.48068618774414 (16.95340394973755) | > loss_duration: 2.4902703762054443 (2.407307607786996) | > loss_1: 35.34212112426758 (31.062522343226842)  --> STEP: 15 | > loss_disc: 2.413665533065796 (2.433719793955485) | > loss_disc_real_0: 0.14460565149784088 (0.16692927579085032) | > loss_disc_real_1: 0.16382242739200592 (0.19872898360093436) | > loss_disc_real_2: 0.2092088907957077 (0.20437047878901163) | > loss_disc_real_3: 0.18888536095619202 (0.2325730433066686) | > loss_disc_real_4: 0.18634775280952454 (0.21782610615094503) | > loss_disc_real_5: 0.18872711062431335 (0.221393354733785) | > loss_0: 2.413665533065796 (2.433719793955485) | > loss_gen: 2.070330858230591 (2.27139679590861) | > loss_kl: 4.339332103729248 (3.298227802912394) | > loss_feat: 8.131210327148438 (6.321456972757975) | > loss_mel: 17.702707290649414 (17.00335750579834) | > loss_duration: 2.4187257289886475 (2.408068815867106) | > loss_1: 34.66230392456055 (31.30250778198242)  --> STEP: 16 | > loss_disc: 2.6958494186401367 (2.4501028954982758) | > loss_disc_real_0: 0.40598243474960327 (0.18187009822577238) | > loss_disc_real_1: 0.2035878449678421 (0.19903266243636608) | > loss_disc_real_2: 0.20968887209892273 (0.20470287837088108) | > loss_disc_real_3: 0.3304302990436554 (0.23868912179023027) | > loss_disc_real_4: 0.3256024420261383 (0.2245621271431446) | > loss_disc_real_5: 0.300251841545105 (0.2263220101594925) | > loss_0: 2.6958494186401367 (2.4501028954982758) | > loss_gen: 2.8951268196105957 (2.310379922389984) | > loss_kl: 3.4650251865386963 (3.308652639389038) | > loss_feat: 6.4269633293151855 (6.328051120042801) | > loss_mel: 17.59632110595703 (17.040417730808258) | > loss_duration: 2.487165689468384 (2.413012370467186) | > loss_1: 32.870601654052734 (31.400513648986816)  --> STEP: 17 | > loss_disc: 2.61034893989563 (2.4595291334040024) | > loss_disc_real_0: 0.1556907594203949 (0.1803301371195737) | > loss_disc_real_1: 0.25974705815315247 (0.20260409747852998) | > loss_disc_real_2: 0.24546773731708527 (0.20710081125006957) | > loss_disc_real_3: 0.2542896568775177 (0.2396068003247766) | > loss_disc_real_4: 0.29303961992263794 (0.22859021495370305) | > loss_disc_real_5: 0.289590060710907 (0.23004366019192865) | > loss_0: 2.61034893989563 (2.4595291334040024) | > loss_gen: 2.453361988067627 (2.3187906321357277) | > loss_kl: 2.73694109916687 (3.2750225487877342) | > loss_feat: 6.9365739822387695 (6.363846582524917) | > loss_mel: 15.901251792907715 (16.973407969755286) | > loss_duration: 2.4223878383636475 (2.4135638685787426) | > loss_1: 30.450517654418945 (31.344631531659296)  --> STEP: 18 | > loss_disc: 2.331493616104126 (2.452416049109565) | > loss_disc_real_0: 0.12870794534683228 (0.17746223757664362) | > loss_disc_real_1: 0.23141902685165405 (0.20420492688814798) | > loss_disc_real_2: 0.1956598311662674 (0.2064652012454139) | > loss_disc_real_3: 0.20242510735988617 (0.23754115071561602) | > loss_disc_real_4: 0.1952371448278427 (0.22673726661337745) | > loss_disc_real_5: 0.3206981122493744 (0.23508001863956451) | > loss_0: 2.331493616104126 (2.452416049109565) | > loss_gen: 2.7853617668151855 (2.344711250729031) | > loss_kl: 2.930347204208374 (3.255873918533325) | > loss_feat: 8.188091278076172 (6.465193510055542) | > loss_mel: 19.774141311645508 (17.129004266526962) | > loss_duration: 2.268527030944824 (2.4055062664879694) | > loss_1: 35.946468353271484 (31.60028913285997)  --> STEP: 19 | > loss_disc: 2.606029987335205 (2.4605009932267037) | > loss_disc_real_0: 0.1255037784576416 (0.17472758183353826) | > loss_disc_real_1: 0.22009727358818054 (0.2050413661881497) | > loss_disc_real_2: 0.19976806640625 (0.20611272046440526) | > loss_disc_real_3: 0.2561846375465393 (0.23852238686461197) | > loss_disc_real_4: 0.2689360976219177 (0.22895825771909012) | > loss_disc_real_5: 0.2695203423500061 (0.23689266725590355) | > loss_0: 2.606029987335205 (2.4605009932267037) | > loss_gen: 2.210437774658203 (2.3376442256726717) | > loss_kl: 2.095647096633911 (3.1948093489596716) | > loss_feat: 6.717712879180908 (6.478484003167403) | > loss_mel: 18.070348739624023 (17.17854871247944) | > loss_duration: 2.368617057800293 (2.4035647291886177) | > loss_1: 31.462764739990234 (31.59305100691946)  --> STEP: 20 | > loss_disc: 2.4324445724487305 (2.4590981721878054) | > loss_disc_real_0: 0.09417329728603363 (0.170699867606163) | > loss_disc_real_1: 0.1722806990146637 (0.2034033328294754) | > loss_disc_real_2: 0.16595414280891418 (0.2041047915816307) | > loss_disc_real_3: 0.21373426914215088 (0.23728298097848893) | > loss_disc_real_4: 0.18865540623664856 (0.22694311514496804) | > loss_disc_real_5: 0.24056218564510345 (0.23707614317536355) | > loss_0: 2.4324445724487305 (2.4590981721878054) | > loss_gen: 2.0427350997924805 (2.322898769378662) | > loss_kl: 2.704153537750244 (3.1702765583992) | > loss_feat: 7.245482921600342 (6.51683394908905) | > loss_mel: 19.476802825927734 (17.293461418151857) | > loss_duration: 2.306816816329956 (2.398727333545685) | > loss_1: 33.7759895324707 (31.70219793319702)  --> STEP: 21 | > loss_disc: 2.1902949810028076 (2.4462980202266147) | > loss_disc_real_0: 0.14536429941654205 (0.16949341197808585) | > loss_disc_real_1: 0.18020661175251007 (0.20229872706390561) | > loss_disc_real_2: 0.2005363553762436 (0.20393486604804084) | > loss_disc_real_3: 0.1593553125858307 (0.23357213962645756) | > loss_disc_real_4: 0.15042723715305328 (0.2232995019072578) | > loss_disc_real_5: 0.16322901844978333 (0.2335596134265264) | > loss_0: 2.1902949810028076 (2.4462980202266147) | > loss_gen: 2.1841933727264404 (2.3162937504904613) | > loss_kl: 2.345235824584961 (3.130988904408046) | > loss_feat: 6.597300052642822 (6.520665668305897) | > loss_mel: 15.804027557373047 (17.222535996210006) | > loss_duration: 2.1699061393737793 (2.3878310862041654) | > loss_1: 29.100662231445312 (31.578315280732653)  --> STEP: 22 | > loss_disc: 2.2475180625915527 (2.4372625676068393) | > loss_disc_real_0: 0.13805760443210602 (0.16806451163508676) | > loss_disc_real_1: 0.1899472326040268 (0.2017372954975475) | > loss_disc_real_2: 0.15529078245162964 (0.20172377133911307) | > loss_disc_real_3: 0.2536572813987732 (0.23448510061610828) | > loss_disc_real_4: 0.22474968433380127 (0.2233654192902825) | > loss_disc_real_5: 0.23058852553367615 (0.23342456397685138) | > loss_0: 2.2475180625915527 (2.4372625676068393) | > loss_gen: 2.594566822052002 (2.3289425264705312) | > loss_kl: 2.6135995388031006 (3.1074712059714575) | > loss_feat: 7.491949081420898 (6.564814914356578) | > loss_mel: 19.298728942871094 (17.316908402876418) | > loss_duration: 2.1858110427856445 (2.378648356957869) | > loss_1: 34.184654235839844 (31.696785233237527)  --> STEP: 23 | > loss_disc: 2.529639720916748 (2.4412789655768354) | > loss_disc_real_0: 0.2106766700744629 (0.1699172141759292) | > loss_disc_real_1: 0.19570598006248474 (0.2014750643916752) | > loss_disc_real_2: 0.2315211445093155 (0.2030193093030349) | > loss_disc_real_3: 0.2480984330177307 (0.23507698463357013) | > loss_disc_real_4: 0.20061668753623962 (0.22237634399662848) | > loss_disc_real_5: 0.18693506717681885 (0.23140328150728476) | > loss_0: 2.529639720916748 (2.4412789655768354) | > loss_gen: 2.2806544303894043 (2.326843044032221) | > loss_kl: 3.55411696434021 (3.126890586770099) | > loss_feat: 7.793679237365723 (6.618243797965672) | > loss_mel: 17.648632049560547 (17.331331170123555) | > loss_duration: 2.349050521850586 (2.3773614945619004) | > loss_1: 33.626136779785156 (31.780670083087422)  --> STEP: 24 | > loss_disc: 2.3480985164642334 (2.43739644686381) | > loss_disc_real_0: 0.11881431937217712 (0.16778792689243952) | > loss_disc_real_1: 0.18125680088996887 (0.20063263674577078) | > loss_disc_real_2: 0.177393838763237 (0.20195158136387667) | > loss_disc_real_3: 0.21616697311401367 (0.23428906748692194) | > loss_disc_real_4: 0.2176513969898224 (0.2221794712046782) | > loss_disc_real_5: 0.15825797617435455 (0.228355560451746) | > loss_0: 2.3480985164642334 (2.43739644686381) | > loss_gen: 2.2346174716949463 (2.3230003118515015) | > loss_kl: 2.6865909099578857 (3.1085447669029236) | > loss_feat: 6.661962032318115 (6.62006539106369) | > loss_mel: 16.03395652770996 (17.27727389335632) | > loss_duration: 2.397435188293457 (2.378197898467382) | > loss_1: 30.01456069946289 (31.70708219210307)  --> STEP: 25 | > loss_disc: 2.435518741607666 (2.4373213386535646) | > loss_disc_real_0: 0.197651207447052 (0.16898245811462403) | > loss_disc_real_1: 0.20207349956035614 (0.20069027125835417) | > loss_disc_real_2: 0.24102920293807983 (0.2035146862268448) | > loss_disc_real_3: 0.24148820340633392 (0.23457703292369841) | > loss_disc_real_4: 0.19899150729179382 (0.22125195264816283) | > loss_disc_real_5: 0.20903556048870087 (0.22758276045322418) | > loss_0: 2.435518741607666 (2.4373213386535646) | > loss_gen: 2.3514530658721924 (2.324138422012329) | > loss_kl: 3.323235511779785 (3.1171323966979982) | > loss_feat: 6.376251220703125 (6.6103128242492675) | > loss_mel: 15.640111923217773 (17.211787414550777) | > loss_duration: 2.463812828063965 (2.381622495651245) | > loss_1: 30.154865264892578 (31.644993515014647)  --> STEP: 26 | > loss_disc: 2.537283182144165 (2.4411660249416647) | > loss_disc_real_0: 0.13812866806983948 (0.16779577388213232) | > loss_disc_real_1: 0.11287324130535126 (0.19731269318323869) | > loss_disc_real_2: 0.2219662070274353 (0.20422436010379058) | > loss_disc_real_3: 0.30549025535583496 (0.23730446455570367) | > loss_disc_real_4: 0.21628756821155548 (0.2210610147852164) | > loss_disc_real_5: 0.28479427099227905 (0.22978320316626474) | > loss_0: 2.537283182144165 (2.4411660249416647) | > loss_gen: 2.4001986980438232 (2.3270638172443094) | > loss_kl: 2.2252607345581055 (3.0828296404618483) | > loss_feat: 9.242228507995605 (6.711540350547204) | > loss_mel: 19.163516998291016 (17.286853937002324) | > loss_duration: 2.3190016746520996 (2.3792140025358934) | > loss_1: 35.35020446777344 (31.787501628582294) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025981939755953276 (+0.00018250025235689617) | > avg_loss_disc: 2.4411660249416647 (-0.04582479366889336) | > avg_loss_disc_real_0: 0.16779577388213232 (+0.051071720054516434) | > avg_loss_disc_real_1: 0.19731269318323869 (+0.02118610304135543) | > avg_loss_disc_real_2: 0.20422436010379058 (-0.05243775764336944) | > avg_loss_disc_real_3: 0.23730446455570367 (-0.0031319650319906467) | > avg_loss_disc_real_4: 0.2210610147852164 (-0.019379165883247673) | > avg_loss_disc_real_5: 0.22978320316626474 (+0.002339069086771728) | > avg_loss_0: 2.4411660249416647 (-0.04582479366889336) | > avg_loss_gen: 2.3270638172443094 (+0.0907911291489234) | > avg_loss_kl: 3.0828296404618483 (+0.004709647252009397) | > avg_loss_feat: 6.711540350547204 (+0.12263862903301526) | > avg_loss_mel: 17.286853937002324 (+0.4533802912785454) | > avg_loss_duration: 2.3792140025358934 (-0.008213382500868338) | > avg_loss_1: 31.787501628582294 (+0.6633062362670898)  > EPOCH: 979/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:42:56)   --> TIME: 2024-06-12 10:42:59 -- STEP: 4/330 -- GLOBAL_STEP: 411075 | > loss_disc: 2.1419761180877686 (2.2439544796943665) | > loss_disc_real_0: 0.0934925526380539 (0.098262133076787) | > loss_disc_real_1: 0.1662314087152481 (0.21042613685131073) | > loss_disc_real_2: 0.20843325555324554 (0.21560950204730034) | > loss_disc_real_3: 0.21302156150341034 (0.22021058201789856) | > loss_disc_real_4: 0.2157418131828308 (0.21910536661744118) | > loss_disc_real_5: 0.2025345116853714 (0.21625563874840736) | > loss_0: 2.1419761180877686 (2.2439544796943665) | > grad_norm_0: tensor(8.8170, device='cuda:0') (tensor(8.9057, device='cuda:0')) | > loss_gen: 2.606703042984009 (2.641100287437439) | > loss_kl: 2.1152353286743164 (2.0423207581043243) | > loss_feat: 7.614102840423584 (7.057373762130737) | > loss_mel: 18.51251983642578 (17.97794008255005) | > loss_duration: 2.0962390899658203 (2.1256067156791687) | > loss_1: 32.944801330566406 (31.84434223175049) | > grad_norm_1: tensor(95.7038, device='cuda:0') (tensor(96.9851, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3714 (0.3916955590248108) | > loader_time: 0.0027 (0.003443419933319092)  --> TIME: 2024-06-12 10:43:08 -- STEP: 29/330 -- GLOBAL_STEP: 411100 | > loss_disc: 2.4199295043945312 (2.312436736863235) | > loss_disc_real_0: 0.14933040738105774 (0.10593948410502796) | > loss_disc_real_1: 0.19904477894306183 (0.1976259242871712) | > loss_disc_real_2: 0.20402349531650543 (0.2115021974876009) | > loss_disc_real_3: 0.2071220874786377 (0.22697834824693613) | > loss_disc_real_4: 0.21682624518871307 (0.22910133877704883) | > loss_disc_real_5: 0.20386964082717896 (0.2230610035616776) | > loss_0: 2.4199295043945312 (2.312436736863235) | > grad_norm_0: tensor(6.1594, device='cuda:0') (tensor(10.3556, device='cuda:0')) | > loss_gen: 2.362473964691162 (2.521289718562159) | > loss_kl: 1.9964547157287598 (1.954670836185587) | > loss_feat: 6.755836486816406 (6.9768296932352) | > loss_mel: 17.552783966064453 (17.33028050126701) | > loss_duration: 1.9563319683074951 (1.9927378440725392) | > loss_1: 30.62388038635254 (30.77580846589187) | > grad_norm_1: tensor(89.1243, device='cuda:0') (tensor(101.5156, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3626 (0.36612100436769685) | > loader_time: 0.0033 (0.0032086701228700833)  --> TIME: 2024-06-12 10:43:18 -- STEP: 54/330 -- GLOBAL_STEP: 411125 | > loss_disc: 2.229722738265991 (2.331574890348646) | > loss_disc_real_0: 0.08823958039283752 (0.10667435286773576) | > loss_disc_real_1: 0.19548118114471436 (0.19620872702863482) | > loss_disc_real_2: 0.18968313932418823 (0.20979414769896754) | > loss_disc_real_3: 0.2281758338212967 (0.22866463633599104) | > loss_disc_real_4: 0.22715897858142853 (0.22982049843779317) | > loss_disc_real_5: 0.18504856526851654 (0.22277816854141377) | > loss_0: 2.229722738265991 (2.331574890348646) | > grad_norm_0: tensor(4.6654, device='cuda:0') (tensor(9.8965, device='cuda:0')) | > loss_gen: 2.579373598098755 (2.508440816843952) | > loss_kl: 1.613868236541748 (1.9407063214867204) | > loss_feat: 8.23141860961914 (7.036983657766272) | > loss_mel: 17.499149322509766 (17.21422364976671) | > loss_duration: 1.9610719680786133 (1.9747182616481074) | > loss_1: 31.884883880615234 (30.675072564019096) | > grad_norm_1: tensor(50.9392, device='cuda:0') (tensor(89.1745, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3753 (0.3672009397436071) | > loader_time: 0.0036 (0.0033885373009575736)  --> TIME: 2024-06-12 10:43:27 -- STEP: 79/330 -- GLOBAL_STEP: 411150 | > loss_disc: 2.327335834503174 (2.3417586193809026) | > loss_disc_real_0: 0.13475021719932556 (0.1071713318741774) | > loss_disc_real_1: 0.19933757185935974 (0.19560395313214649) | > loss_disc_real_2: 0.20527905225753784 (0.21072574091863028) | > loss_disc_real_3: 0.21784432232379913 (0.22880278772945645) | > loss_disc_real_4: 0.2543998062610626 (0.2301000716942775) | > loss_disc_real_5: 0.23904846608638763 (0.2228431005643893) | > loss_0: 2.327335834503174 (2.3417586193809026) | > grad_norm_0: tensor(6.1305, device='cuda:0') (tensor(9.8391, device='cuda:0')) | > loss_gen: 2.564798593521118 (2.5065589252906517) | > loss_kl: 1.9947620630264282 (1.9606483027904849) | > loss_feat: 6.751874923706055 (7.075493897063823) | > loss_mel: 17.0743465423584 (17.156692022009732) | > loss_duration: 1.947453498840332 (1.9700360464144357) | > loss_1: 30.333236694335938 (30.66942907888678) | > grad_norm_1: tensor(70.9716, device='cuda:0') (tensor(98.6539, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3869 (0.3682557510424264) | > loader_time: 0.0038 (0.003540929359725759)  --> TIME: 2024-06-12 10:43:37 -- STEP: 104/330 -- GLOBAL_STEP: 411175 | > loss_disc: 2.362285614013672 (2.3470783141943112) | > loss_disc_real_0: 0.11118782311677933 (0.10873659979552029) | > loss_disc_real_1: 0.19425448775291443 (0.1957175114120428) | > loss_disc_real_2: 0.2201802134513855 (0.2097046826607906) | > loss_disc_real_3: 0.2237785905599594 (0.22909583523869514) | > loss_disc_real_4: 0.23330210149288177 (0.23150198261898297) | > loss_disc_real_5: 0.21375519037246704 (0.22377625981775615) | > loss_0: 2.362285614013672 (2.3470783141943112) | > grad_norm_0: tensor(8.4214, device='cuda:0') (tensor(9.9437, device='cuda:0')) | > loss_gen: 2.3342535495758057 (2.4973357801253973) | > loss_kl: 1.9948519468307495 (1.9698369823969328) | > loss_feat: 6.888030529022217 (7.04480918095662) | > loss_mel: 17.313573837280273 (17.13810210044568) | > loss_duration: 2.034219980239868 (1.974768645488299) | > loss_1: 30.564929962158203 (30.624852602298443) | > grad_norm_1: tensor(60.9920, device='cuda:0') (tensor(102.7559, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3685 (0.3706329350288098) | > loader_time: 0.0038 (0.003668448099723229)  --> TIME: 2024-06-12 10:43:47 -- STEP: 129/330 -- GLOBAL_STEP: 411200 | > loss_disc: 2.4114012718200684 (2.3496971703314955) | > loss_disc_real_0: 0.09594057500362396 (0.109592427001443) | > loss_disc_real_1: 0.21386480331420898 (0.19474884035975432) | > loss_disc_real_2: 0.207607701420784 (0.20998216102751652) | > loss_disc_real_3: 0.22162923216819763 (0.22915690109249234) | > loss_disc_real_4: 0.24300305545330048 (0.23215118558831918) | > loss_disc_real_5: 0.2422778308391571 (0.223486685244612) | > loss_0: 2.4114012718200684 (2.3496971703314955) | > grad_norm_0: tensor(13.4379, device='cuda:0') (tensor(10.5876, device='cuda:0')) | > loss_gen: 2.3903958797454834 (2.4916219193806017) | > loss_kl: 2.085974931716919 (1.9810271891512612) | > loss_feat: 6.280856609344482 (7.012726961180221) | > loss_mel: 17.213075637817383 (17.13008736455164) | > loss_duration: 1.9528861045837402 (1.9792194782301438) | > loss_1: 29.923189163208008 (30.594682841337928) | > grad_norm_1: tensor(92.4896, device='cuda:0') (tensor(124.0018, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3775 (0.3742071343946827) | > loader_time: 0.004 (0.0038326950960381086)  --> TIME: 2024-06-12 10:43:57 -- STEP: 154/330 -- GLOBAL_STEP: 411225 | > loss_disc: 2.4170663356781006 (2.354757126275595) | > loss_disc_real_0: 0.15838050842285156 (0.11056483585339083) | > loss_disc_real_1: 0.20901590585708618 (0.1956034824252128) | > loss_disc_real_2: 0.1851785033941269 (0.210250213839017) | > loss_disc_real_3: 0.24405543506145477 (0.22945673512173936) | > loss_disc_real_4: 0.2311328500509262 (0.2327667125440263) | > loss_disc_real_5: 0.21040962636470795 (0.2240671609322746) | > loss_0: 2.4170663356781006 (2.354757126275595) | > grad_norm_0: tensor(26.3021, device='cuda:0') (tensor(11.3779, device='cuda:0')) | > loss_gen: 2.2990360260009766 (2.4856810600726633) | > loss_kl: 2.0001561641693115 (1.9875873528517687) | > loss_feat: 6.193760871887207 (6.986701045717509) | > loss_mel: 16.222299575805664 (17.11017229030659) | > loss_duration: 1.997964859008789 (1.9840092976371964) | > loss_1: 28.713218688964844 (30.55415106438971) | > grad_norm_1: tensor(152.1546, device='cuda:0') (tensor(130.7120, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3683 (0.3754965887441263) | > loader_time: 0.0042 (0.0038992940605460822)  --> TIME: 2024-06-12 10:44:06 -- STEP: 179/330 -- GLOBAL_STEP: 411250 | > loss_disc: 2.4425158500671387 (2.3564433745165783) | > loss_disc_real_0: 0.14600957930088043 (0.11182962366322562) | > loss_disc_real_1: 0.20621581375598907 (0.1952390387737551) | > loss_disc_real_2: 0.17844073474407196 (0.21061425427151795) | > loss_disc_real_3: 0.22563767433166504 (0.22953864166190505) | > loss_disc_real_4: 0.22076061367988586 (0.2323386649179725) | > loss_disc_real_5: 0.2228306382894516 (0.22380814230974827) | > loss_0: 2.4425158500671387 (2.3564433745165783) | > grad_norm_0: tensor(25.8799, device='cuda:0') (tensor(11.8266, device='cuda:0')) | > loss_gen: 2.327522039413452 (2.4825702339577265) | > loss_kl: 2.189387321472168 (1.9946665830452348) | > loss_feat: 6.643649578094482 (6.959819143710853) | > loss_mel: 16.820711135864258 (17.08478890850557) | > loss_duration: 2.059244155883789 (1.991210329466026) | > loss_1: 30.04051399230957 (30.51305523664592) | > grad_norm_1: tensor(273.7401, device='cuda:0') (tensor(139.2407, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.3792 (0.37678438857946966) | > loader_time: 0.0045 (0.003979022276468118)  --> TIME: 2024-06-12 10:44:17 -- STEP: 204/330 -- GLOBAL_STEP: 411275 | > loss_disc: 2.581540107727051 (2.362071058329415) | > loss_disc_real_0: 0.1335262805223465 (0.11402766249489547) | > loss_disc_real_1: 0.19997990131378174 (0.1956530008830276) | > loss_disc_real_2: 0.2193441241979599 (0.2108529887216933) | > loss_disc_real_3: 0.2307109385728836 (0.22962460849507182) | > loss_disc_real_4: 0.20426423847675323 (0.23221258271266432) | > loss_disc_real_5: 0.22943329811096191 (0.22295591008721613) | > loss_0: 2.581540107727051 (2.362071058329415) | > grad_norm_0: tensor(19.2902, device='cuda:0') (tensor(13.4554, device='cuda:0')) | > loss_gen: 2.27512526512146 (2.4871102828605496) | > loss_kl: 2.1390275955200195 (1.9991527544517143) | > loss_feat: 7.011350154876709 (6.971657329914614) | > loss_mel: 17.286771774291992 (17.062342101452387) | > loss_duration: 2.0119738578796387 (1.9992780288060505) | > loss_1: 30.7242488861084 (30.519540562349206) | > grad_norm_1: tensor(67.7792, device='cuda:0') (tensor(161.0726, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.4081 (0.37918008075040915) | > loader_time: 0.005 (0.004106057625190885)  --> TIME: 2024-06-12 10:44:27 -- STEP: 229/330 -- GLOBAL_STEP: 411300 | > loss_disc: 2.3726918697357178 (2.3644028313815855) | > loss_disc_real_0: 0.08193866908550262 (0.11527451942776486) | > loss_disc_real_1: 0.2091880738735199 (0.19623296867291476) | > loss_disc_real_2: 0.18104718625545502 (0.21084331978096194) | > loss_disc_real_3: 0.23363971710205078 (0.22963777692036857) | > loss_disc_real_4: 0.27698707580566406 (0.23263379703702886) | > loss_disc_real_5: 0.23065651953220367 (0.22277912549576906) | > loss_0: 2.3726918697357178 (2.3644028313815855) | > grad_norm_0: tensor(21.1165, device='cuda:0') (tensor(15.3913, device='cuda:0')) | > loss_gen: 2.426591634750366 (2.490811744631637) | > loss_kl: 2.1318209171295166 (2.005145147898311) | > loss_feat: 7.079941749572754 (6.983196597953028) | > loss_mel: 17.026554107666016 (17.033339271378807) | > loss_duration: 2.116276741027832 (2.0089595536477693) | > loss_1: 30.781185150146484 (30.52145239151201) | > grad_norm_1: tensor(357.9813, device='cuda:0') (tensor(185.7793, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.4117 (0.382082781937445) | > loader_time: 0.0052 (0.004251741425959823)  --> TIME: 2024-06-12 10:44:38 -- STEP: 254/330 -- GLOBAL_STEP: 411325 | > loss_disc: 2.442845106124878 (2.366591051807554) | > loss_disc_real_0: 0.1257838010787964 (0.11634234798060156) | > loss_disc_real_1: 0.20184756815433502 (0.19634217317179428) | > loss_disc_real_2: 0.20222677290439606 (0.21080406573344407) | > loss_disc_real_3: 0.21610891819000244 (0.22979008629331438) | > loss_disc_real_4: 0.27716749906539917 (0.23258074343673826) | > loss_disc_real_5: 0.255817174911499 (0.22278244112889597) | > loss_0: 2.442845106124878 (2.366591051807554) | > grad_norm_0: tensor(20.2374, device='cuda:0') (tensor(16.2286, device='cuda:0')) | > loss_gen: 2.4110541343688965 (2.4892403816613617) | > loss_kl: 2.1511459350585938 (2.0079008134331287) | > loss_feat: 6.9372406005859375 (6.982366603190503) | > loss_mel: 16.34195899963379 (16.985397000951068) | > loss_duration: 2.0696964263916016 (2.016906669759374) | > loss_1: 29.911096572875977 (30.4818115234375) | > grad_norm_1: tensor(313.0171, device='cuda:0') (tensor(200.4695, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.4297 (0.38554124381598515) | > loader_time: 0.0055 (0.004391665533771663)  --> TIME: 2024-06-12 10:44:49 -- STEP: 279/330 -- GLOBAL_STEP: 411350 | > loss_disc: 2.307774782180786 (2.3658837665366437) | > loss_disc_real_0: 0.12149220705032349 (0.11691917111850124) | > loss_disc_real_1: 0.18395258486270905 (0.1968187837724617) | > loss_disc_real_2: 0.23488710820674896 (0.21095789018284042) | > loss_disc_real_3: 0.24048073589801788 (0.22973052254714418) | > loss_disc_real_4: 0.22960133850574493 (0.2325699262080654) | > loss_disc_real_5: 0.1914740800857544 (0.22227466790052303) | > loss_0: 2.307774782180786 (2.3658837665366437) | > grad_norm_0: tensor(20.9408, device='cuda:0') (tensor(16.9041, device='cuda:0')) | > loss_gen: 2.5569934844970703 (2.4868580884830918) | > loss_kl: 2.0518343448638916 (2.0160675728192885) | > loss_feat: 7.491732120513916 (6.978468187393679) | > loss_mel: 16.448760986328125 (16.930809109868942) | > loss_duration: 2.1141090393066406 (2.026897382565296) | > loss_1: 30.66343116760254 (30.43910036121218) | > grad_norm_1: tensor(526.9600, device='cuda:0') (tensor(213.5672, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.431 (0.39008451960847357) | > loader_time: 0.006 (0.004531758660483955)  --> TIME: 2024-06-12 10:45:01 -- STEP: 304/330 -- GLOBAL_STEP: 411375 | > loss_disc: 2.3538525104522705 (2.372555549207486) | > loss_disc_real_0: 0.1989733874797821 (0.11877642536388806) | > loss_disc_real_1: 0.18698059022426605 (0.19716137079031837) | > loss_disc_real_2: 0.20099343359470367 (0.21131702742882474) | > loss_disc_real_3: 0.21756882965564728 (0.2302271157601162) | > loss_disc_real_4: 0.23299942910671234 (0.23283747686563352) | > loss_disc_real_5: 0.208023339509964 (0.22253638505935677) | > loss_0: 2.3538525104522705 (2.372555549207486) | > grad_norm_0: tensor(44.1935, device='cuda:0') (tensor(18.3466, device='cuda:0')) | > loss_gen: 2.4209818840026855 (2.4826719721681187) | > loss_kl: 2.204636573791504 (2.0225150545960977) | > loss_feat: 8.44827938079834 (6.977142936304993) | > loss_mel: 16.669567108154297 (16.887325120599623) | > loss_duration: 2.1774158477783203 (2.038177749044017) | > loss_1: 31.920881271362305 (30.407832835849963) | > grad_norm_1: tensor(701.0622, device='cuda:0') (tensor(231.1986, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 0.4687 (0.39603667039620233) | > loader_time: 0.0067 (0.004703764852724573)  --> TIME: 2024-06-12 10:45:28 -- STEP: 329/330 -- GLOBAL_STEP: 411400 | > loss_disc: 2.7172634601593018 (2.381495817091689) | > loss_disc_real_0: 0.2802882790565491 (0.12163924854984759) | > loss_disc_real_1: 0.18695145845413208 (0.19806837886118958) | > loss_disc_real_2: 0.1977776139974594 (0.21127753729697066) | > loss_disc_real_3: 0.28892937302589417 (0.23047619260915506) | > loss_disc_real_4: 0.29073092341423035 (0.23343502804863417) | > loss_disc_real_5: 0.2801331579685211 (0.22326376708082887) | > loss_0: 2.7172634601593018 (2.381495817091689) | > grad_norm_0: tensor(12.7546, device='cuda:0') (tensor(19.0430, device='cuda:0')) | > loss_gen: 2.3229751586914062 (2.4770029779625493) | > loss_kl: 2.214327812194824 (2.032716026422101) | > loss_feat: 9.758790969848633 (7.051570285055048) | > loss_mel: 17.39615249633789 (16.871190027625346) | > loss_duration: 2.2850539684295654 (2.0533365181514207) | > loss_1: 33.977298736572266 (30.48581580767878) | > grad_norm_1: tensor(236.3896, device='cuda:0') (tensor(239.3131, device='cuda:0')) | > current_lr_0: 0.00017696194641835905 | > current_lr_1: 0.00017696194641835905 | > step_time: 13.0028 (0.44677106515252457) | > loader_time: 0.0349 (0.005124213123031659)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.523059844970703 (2.523059844970703) | > loss_disc_real_0: 0.08171258866786957 (0.08171258866786957) | > loss_disc_real_1: 0.2604248523712158 (0.2604248523712158) | > loss_disc_real_2: 0.17649731040000916 (0.17649731040000916) | > loss_disc_real_3: 0.2547071874141693 (0.2547071874141693) | > loss_disc_real_4: 0.2935822606086731 (0.2935822606086731) | > loss_disc_real_5: 0.31951746344566345 (0.31951746344566345) | > loss_0: 2.523059844970703 (2.523059844970703) | > loss_gen: 2.3409717082977295 (2.3409717082977295) | > loss_kl: 1.6545672416687012 (1.6545672416687012) | > loss_feat: 6.242126941680908 (6.242126941680908) | > loss_mel: 15.947063446044922 (15.947063446044922) | > loss_duration: 3.1021597385406494 (3.1021597385406494) | > loss_1: 29.286888122558594 (29.286888122558594)  --> STEP: 1 | > loss_disc: 2.2208456993103027 (2.2208456993103027) | > loss_disc_real_0: 0.06525272130966187 (0.06525272130966187) | > loss_disc_real_1: 0.20406471192836761 (0.20406471192836761) | > loss_disc_real_2: 0.19258171319961548 (0.19258171319961548) | > loss_disc_real_3: 0.23093390464782715 (0.23093390464782715) | > loss_disc_real_4: 0.20174334943294525 (0.20174334943294525) | > loss_disc_real_5: 0.23092585802078247 (0.23092585802078247) | > loss_0: 2.2208456993103027 (2.2208456993103027) | > loss_gen: 2.3483922481536865 (2.3483922481536865) | > loss_kl: 3.601135730743408 (3.601135730743408) | > loss_feat: 4.856193542480469 (4.856193542480469) | > loss_mel: 14.65786075592041 (14.65786075592041) | > loss_duration: 2.584622621536255 (2.584622621536255) | > loss_1: 28.04820442199707 (28.04820442199707)  --> STEP: 2 | > loss_disc: 2.322183609008789 (2.271514654159546) | > loss_disc_real_0: 0.07294023036956787 (0.06909647583961487) | > loss_disc_real_1: 0.28031301498413086 (0.24218886345624924) | > loss_disc_real_2: 0.26868167519569397 (0.23063169419765472) | > loss_disc_real_3: 0.2662152051925659 (0.24857455492019653) | > loss_disc_real_4: 0.250217080116272 (0.2259802147746086) | > loss_disc_real_5: 0.23262713849544525 (0.23177649825811386) | > loss_0: 2.322183609008789 (2.271514654159546) | > loss_gen: 2.6495754718780518 (2.498983860015869) | > loss_kl: 2.643904685974121 (3.1225202083587646) | > loss_feat: 5.4387006759643555 (5.147447109222412) | > loss_mel: 19.018110275268555 (16.837985515594482) | > loss_duration: 2.515493154525757 (2.550057888031006) | > loss_1: 32.265785217285156 (30.156994819641113)  --> STEP: 3 | > loss_disc: 2.255134344100952 (2.266054550806681) | > loss_disc_real_0: 0.10825248062610626 (0.082148477435112) | > loss_disc_real_1: 0.14506836235523224 (0.20981536308924356) | > loss_disc_real_2: 0.15574485063552856 (0.20566941301027933) | > loss_disc_real_3: 0.2027905434370041 (0.23331321775913239) | > loss_disc_real_4: 0.25090232491493225 (0.23428758482138315) | > loss_disc_real_5: 0.17993195354938507 (0.21449498335520426) | > loss_0: 2.255134344100952 (2.266054550806681) | > loss_gen: 2.346038818359375 (2.4480021794637046) | > loss_kl: 3.2477424144744873 (3.1642609437306723) | > loss_feat: 5.639066696166992 (5.3113203048706055) | > loss_mel: 18.678924560546875 (17.451631863911945) | > loss_duration: 2.3990578651428223 (2.499724547068278) | > loss_1: 32.31083297729492 (30.874940872192383)  --> STEP: 4 | > loss_disc: 2.184197187423706 (2.2455902099609375) | > loss_disc_real_0: 0.16936257481575012 (0.10395200178027153) | > loss_disc_real_1: 0.20541638135910034 (0.20871561765670776) | > loss_disc_real_2: 0.18744710087776184 (0.20111383497714996) | > loss_disc_real_3: 0.21294397115707397 (0.22822090610861778) | > loss_disc_real_4: 0.19404207170009613 (0.2242262065410614) | > loss_disc_real_5: 0.23504869639873505 (0.21963341161608696) | > loss_0: 2.184197187423706 (2.2455902099609375) | > loss_gen: 2.566006660461426 (2.4775032997131348) | > loss_kl: 3.451968193054199 (3.236187756061554) | > loss_feat: 7.039251327514648 (5.743303060531616) | > loss_mel: 16.876773834228516 (17.30791735649109) | > loss_duration: 2.5341689586639404 (2.5083356499671936) | > loss_1: 32.46816635131836 (31.273247241973877)  --> STEP: 5 | > loss_disc: 2.606229543685913 (2.3177180767059324) | > loss_disc_real_0: 0.19716575741767883 (0.12259475290775299) | > loss_disc_real_1: 0.29729562997817993 (0.2264316201210022) | > loss_disc_real_2: 0.29770973324775696 (0.22043301463127135) | > loss_disc_real_3: 0.2830657660961151 (0.23918987810611725) | > loss_disc_real_4: 0.20777912437915802 (0.22093679010868073) | > loss_disc_real_5: 0.252488374710083 (0.22620440423488616) | > loss_0: 2.606229543685913 (2.3177180767059324) | > loss_gen: 2.3647284507751465 (2.454948329925537) | > loss_kl: 2.8817126750946045 (3.165292739868164) | > loss_feat: 4.425795555114746 (5.4798015594482425) | > loss_mel: 15.838390350341797 (17.014011955261232) | > loss_duration: 2.404231071472168 (2.4875147342681885) | > loss_1: 27.914859771728516 (30.601569747924806)  --> STEP: 6 | > loss_disc: 2.5966238975524902 (2.364202380180359) | > loss_disc_real_0: 0.09985336661338806 (0.11880452185869217) | > loss_disc_real_1: 0.2893263101577759 (0.23691406846046448) | > loss_disc_real_2: 0.21765221655368805 (0.21996954828500748) | > loss_disc_real_3: 0.2783476412296295 (0.24571617196003595) | > loss_disc_real_4: 0.2623596787452698 (0.22784060488144556) | > loss_disc_real_5: 0.26888689398765564 (0.2333181525270144) | > loss_0: 2.5966238975524902 (2.364202380180359) | > loss_gen: 2.3899691104888916 (2.4441184600194297) | > loss_kl: 2.4820122718811035 (3.051412661870321) | > loss_feat: 4.7000203132629395 (5.349838018417358) | > loss_mel: 15.428155899047852 (16.749702612559002) | > loss_duration: 2.247282028198242 (2.4474759499231973) | > loss_1: 27.247438430786133 (30.042547861735027)  --> STEP: 7 | > loss_disc: 2.346987724304199 (2.361743143626622) | > loss_disc_real_0: 0.09226252138614655 (0.11501280750547137) | > loss_disc_real_1: 0.2194105088710785 (0.23441355994769505) | > loss_disc_real_2: 0.25364550948143005 (0.2247803998844964) | > loss_disc_real_3: 0.2911735773086548 (0.25221008700983866) | > loss_disc_real_4: 0.27183619141578674 (0.23412568867206573) | > loss_disc_real_5: 0.23753799498081207 (0.23392098716327123) | > loss_0: 2.346987724304199 (2.361743143626622) | > loss_gen: 2.6758217811584473 (2.4772189344678606) | > loss_kl: 4.148159503936768 (3.2080907821655273) | > loss_feat: 5.893858909606934 (5.427555288587298) | > loss_mel: 16.488676071166992 (16.712413106645858) | > loss_duration: 2.560713052749634 (2.4636526788984026) | > loss_1: 31.767229080200195 (30.288930892944336)  --> STEP: 8 | > loss_disc: 2.4537394046783447 (2.373242676258087) | > loss_disc_real_0: 0.1286413073539734 (0.11671636998653412) | > loss_disc_real_1: 0.3192885220050812 (0.24502293020486832) | > loss_disc_real_2: 0.2553265690803528 (0.22859867103397846) | > loss_disc_real_3: 0.22204947471618652 (0.24844001047313213) | > loss_disc_real_4: 0.2427818775177002 (0.23520771227777004) | > loss_disc_real_5: 0.2552492618560791 (0.2365870214998722) | > loss_0: 2.4537394046783447 (2.373242676258087) | > loss_gen: 2.5419209003448486 (2.485306680202484) | > loss_kl: 2.8896729946136475 (3.1682885587215424) | > loss_feat: 6.868535041809082 (5.607677757740021) | > loss_mel: 16.816312789916992 (16.72540056705475) | > loss_duration: 2.2739570140838623 (2.439940720796585) | > loss_1: 31.390398025512695 (30.42661428451538)  --> STEP: 9 | > loss_disc: 2.4904961585998535 (2.386270840962728) | > loss_disc_real_0: 0.2230307012796402 (0.12852907346354592) | > loss_disc_real_1: 0.23923428356647491 (0.24437974724504682) | > loss_disc_real_2: 0.23811075091362 (0.2296555687983831) | > loss_disc_real_3: 0.1912257820367813 (0.24208287398020426) | > loss_disc_real_4: 0.17366968095302582 (0.22837015324168736) | > loss_disc_real_5: 0.1908276528120041 (0.23150264720122019) | > loss_0: 2.4904961585998535 (2.386270840962728) | > loss_gen: 2.2732605934143066 (2.461746003892687) | > loss_kl: 3.0497164726257324 (3.1551138824886746) | > loss_feat: 7.655573844909668 (5.835221767425537) | > loss_mel: 17.614505767822266 (16.824190033806694) | > loss_duration: 2.202106475830078 (2.4135146935780845) | > loss_1: 32.795162200927734 (30.689786275227863)  --> STEP: 10 | > loss_disc: 2.4533884525299072 (2.392982602119446) | > loss_disc_real_0: 0.12399489432573318 (0.12807565554976463) | > loss_disc_real_1: 0.2653276324272156 (0.2464745357632637) | > loss_disc_real_2: 0.2824845016002655 (0.23493846207857133) | > loss_disc_real_3: 0.2660652697086334 (0.2444811135530472) | > loss_disc_real_4: 0.20906387269496918 (0.22643952518701554) | > loss_disc_real_5: 0.21406717598438263 (0.22975910007953643) | > loss_0: 2.4533884525299072 (2.392982602119446) | > loss_gen: 2.4920923709869385 (2.464780640602112) | > loss_kl: 2.968366861343384 (3.1364391803741456) | > loss_feat: 7.381595134735107 (5.989859104156494) | > loss_mel: 18.54084014892578 (16.995855045318603) | > loss_duration: 2.4300012588500977 (2.415163350105286) | > loss_1: 33.812896728515625 (31.00209732055664)  --> STEP: 11 | > loss_disc: 2.350379467010498 (2.389109589836814) | > loss_disc_real_0: 0.10879252851009369 (0.12632264400070364) | > loss_disc_real_1: 0.20899100601673126 (0.24306694214994257) | > loss_disc_real_2: 0.26005035638809204 (0.23722136156125503) | > loss_disc_real_3: 0.2295389026403427 (0.24312273074280133) | > loss_disc_real_4: 0.2531438171863556 (0.22886718809604645) | > loss_disc_real_5: 0.2290835976600647 (0.22969769076867538) | > loss_0: 2.350379467010498 (2.389109589836814) | > loss_gen: 2.388873338699341 (2.457879976792769) | > loss_kl: 3.668163776397705 (3.184777780012651) | > loss_feat: 6.089943885803223 (5.998957720669833) | > loss_mel: 16.067012786865234 (16.91141484000466) | > loss_duration: 2.5905556678771973 (2.4311081062663686) | > loss_1: 30.804550170898438 (30.98413848876953)  --> STEP: 12 | > loss_disc: 2.2938051223754883 (2.3811675508817034) | > loss_disc_real_0: 0.09067641198635101 (0.12335212466617425) | > loss_disc_real_1: 0.1863863468170166 (0.23834355920553207) | > loss_disc_real_2: 0.2294093817472458 (0.23657036324342093) | > loss_disc_real_3: 0.2620147466659546 (0.2446970654030641) | > loss_disc_real_4: 0.2404596507549286 (0.2298332266509533) | > loss_disc_real_5: 0.23149333894252777 (0.2298473281164964) | > loss_0: 2.2938051223754883 (2.3811675508817034) | > loss_gen: 2.3810510635375977 (2.451477567354838) | > loss_kl: 2.7963855266571045 (3.1524117588996887) | > loss_feat: 6.096220970153809 (6.007062991460164) | > loss_mel: 16.3781795501709 (16.86697856585185) | > loss_duration: 2.3028438091278076 (2.4204194148381553) | > loss_1: 29.954679489135742 (30.89835023880005)  --> STEP: 13 | > loss_disc: 2.610568046569824 (2.3988137428577128) | > loss_disc_real_0: 0.1399610936641693 (0.12462973766602002) | > loss_disc_real_1: 0.32048025727272034 (0.24466176674916193) | > loss_disc_real_2: 0.20086798071861267 (0.233824026126128) | > loss_disc_real_3: 0.23420999944210052 (0.2438903680214515) | > loss_disc_real_4: 0.198619082570076 (0.22743213864473197) | > loss_disc_real_5: 0.21675227582454681 (0.22884001640173104) | > loss_0: 2.610568046569824 (2.3988137428577128) | > loss_gen: 2.126168727874756 (2.426453810471755) | > loss_kl: 3.2032668590545654 (3.156323689680833) | > loss_feat: 6.13897705078125 (6.017210226792556) | > loss_mel: 17.44858741760254 (16.91171770829421) | > loss_duration: 2.356558322906494 (2.4155070231511044) | > loss_1: 31.2735595703125 (30.927212495070236)  --> STEP: 14 | > loss_disc: 2.4949679374694824 (2.4056818996156966) | > loss_disc_real_0: 0.17664650082588196 (0.1283452207488673) | > loss_disc_real_1: 0.2490985095500946 (0.24497867694922856) | > loss_disc_real_2: 0.1613137125968933 (0.22864471801689693) | > loss_disc_real_3: 0.19471174478530884 (0.2403776092188699) | > loss_disc_real_4: 0.21990415453910828 (0.22689442549433028) | > loss_disc_real_5: 0.21290983259677887 (0.22770214612994874) | > loss_0: 2.4949679374694824 (2.4056818996156966) | > loss_gen: 2.1110827922821045 (2.403927309172494) | > loss_kl: 3.7764971256256104 (3.200621792248317) | > loss_feat: 6.754331588745117 (6.06986175264631) | > loss_mel: 18.48666763305664 (17.024214131491526) | > loss_duration: 2.3937125205993652 (2.413950272968837) | > loss_1: 33.52228927612305 (31.112575122288295)  --> STEP: 15 | > loss_disc: 2.32871413230896 (2.4005507151285808) | > loss_disc_real_0: 0.12007063627243042 (0.1277935817837715) | > loss_disc_real_1: 0.23889313638210297 (0.24457297424475352) | > loss_disc_real_2: 0.14962238073349 (0.22337656219800314) | > loss_disc_real_3: 0.23906295001506805 (0.24028996527194976) | > loss_disc_real_4: 0.21183159947395325 (0.2258902370929718) | > loss_disc_real_5: 0.1747007519006729 (0.22416871984799702) | > loss_0: 2.32871413230896 (2.4005507151285808) | > loss_gen: 2.3201396465301514 (2.3983414649963377) | > loss_kl: 3.710996150970459 (3.23464674949646) | > loss_feat: 6.176691055297852 (6.076983706156413) | > loss_mel: 18.185487747192383 (17.101632372538248) | > loss_duration: 2.4103589057922363 (2.413710848490397) | > loss_1: 32.803672790527344 (31.225314966837566)  --> STEP: 16 | > loss_disc: 2.491070508956909 (2.4062082022428513) | > loss_disc_real_0: 0.18501879274845123 (0.131370157469064) | > loss_disc_real_1: 0.2653600573539734 (0.24587216693907976) | > loss_disc_real_2: 0.17661862075328827 (0.22045419085770845) | > loss_disc_real_3: 0.25242793560028076 (0.24104858841747046) | > loss_disc_real_4: 0.2415851503610611 (0.22687116917222738) | > loss_disc_real_5: 0.2091456651687622 (0.22322977893054485) | > loss_0: 2.491070508956909 (2.4062082022428513) | > loss_gen: 2.2407963275909424 (2.3884948939085007) | > loss_kl: 2.4337401390075684 (3.1845900863409042) | > loss_feat: 6.448037147521973 (6.10017454624176) | > loss_mel: 14.801774024963379 (16.95789122581482) | > loss_duration: 2.472383975982666 (2.417377918958664) | > loss_1: 28.396732330322266 (31.04852855205536)  --> STEP: 17 | > loss_disc: 2.751467227935791 (2.426517556695377) | > loss_disc_real_0: 0.11273370683193207 (0.13027389566687977) | > loss_disc_real_1: 0.402171790599823 (0.25506626244853525) | > loss_disc_real_2: 0.2659781277179718 (0.22313206949654749) | > loss_disc_real_3: 0.2798953354358673 (0.2433336911832585) | > loss_disc_real_4: 0.3092292547225952 (0.23171576243989608) | > loss_disc_real_5: 0.3423902690410614 (0.23023921952528112) | > loss_0: 2.751467227935791 (2.426517556695377) | > loss_gen: 2.3880128860473633 (2.388466540504904) | > loss_kl: 2.9201111793518066 (3.16903250357684) | > loss_feat: 4.998178482055664 (6.03535124834846) | > loss_mel: 16.344993591308594 (16.92183842378504) | > loss_duration: 2.400256872177124 (2.41637079855975) | > loss_1: 29.051551818847656 (30.931059332454907)  --> STEP: 18 | > loss_disc: 2.511148691177368 (2.431219286388821) | > loss_disc_real_0: 0.13709768652915955 (0.13065299515922865) | > loss_disc_real_1: 0.2673620879650116 (0.25574936386611724) | > loss_disc_real_2: 0.20050939917564392 (0.2218752544787195) | > loss_disc_real_3: 0.21472571790218353 (0.2417443593343099) | > loss_disc_real_4: 0.22615626454353333 (0.2314069014456537) | > loss_disc_real_5: 0.19224946200847626 (0.22812867744101417) | > loss_0: 2.511148691177368 (2.431219286388821) | > loss_gen: 2.1742658615112305 (2.3765665027830334) | > loss_kl: 2.9342195987701416 (3.15598734219869) | > loss_feat: 6.723710060119629 (6.07359340455797) | > loss_mel: 16.712486267089844 (16.910207748413086) | > loss_duration: 2.2017617225646973 (2.40444807211558) | > loss_1: 30.746442794799805 (30.920802858140732)  --> STEP: 19 | > loss_disc: 2.502795696258545 (2.4349864658556486) | > loss_disc_real_0: 0.1013813316822052 (0.12911238129201688) | > loss_disc_real_1: 0.14010410010814667 (0.24966277103675039) | > loss_disc_real_2: 0.3305111825466156 (0.22759293490334562) | > loss_disc_real_3: 0.2358473390340805 (0.24143398984482414) | > loss_disc_real_4: 0.2519964873790741 (0.23249056386320213) | > loss_disc_real_5: 0.21710117161273956 (0.22754828239742078) | > loss_0: 2.502795696258545 (2.4349864658556486) | > loss_gen: 2.2683231830596924 (2.3708694859554895) | > loss_kl: 2.6876256465911865 (3.1313367266404) | > loss_feat: 8.276721954345703 (6.189547538757324) | > loss_mel: 16.517396926879883 (16.88953349464818) | > loss_duration: 2.3984670639038086 (2.4041332822096977) | > loss_1: 32.148536682128906 (30.985420427824323)  --> STEP: 20 | > loss_disc: 2.582136392593384 (2.4423439621925356) | > loss_disc_real_0: 0.22196662425994873 (0.13375509344041348) | > loss_disc_real_1: 0.2547382414340973 (0.24991654455661774) | > loss_disc_real_2: 0.2580745220184326 (0.22911701425909997) | > loss_disc_real_3: 0.2799433767795563 (0.24335945919156074) | > loss_disc_real_4: 0.2706078886985779 (0.23439643010497094) | > loss_disc_real_5: 0.27756109833717346 (0.23004892319440842) | > loss_0: 2.582136392593384 (2.4423439621925356) | > loss_gen: 2.699040412902832 (2.3872780323028566) | > loss_kl: 2.60349440574646 (3.104944610595703) | > loss_feat: 5.907033920288086 (6.175421857833863) | > loss_mel: 17.24579429626465 (16.907346534729005) | > loss_duration: 2.3542840480804443 (2.4016408205032347) | > loss_1: 30.809648513793945 (30.976631832122802)  --> STEP: 21 | > loss_disc: 2.6646649837493896 (2.4529306775047663) | > loss_disc_real_0: 0.12761153280735016 (0.13346254293407714) | > loss_disc_real_1: 0.2000293731689453 (0.24754096496672856) | > loss_disc_real_2: 0.2191561609506607 (0.22864268791107906) | > loss_disc_real_3: 0.2573941648006439 (0.244027778506279) | > loss_disc_real_4: 0.22334933280944824 (0.23387037785280318) | > loss_disc_real_5: 0.20328791439533234 (0.22877458944207146) | > loss_0: 2.6646649837493896 (2.4529306775047663) | > loss_gen: 2.05012583732605 (2.3712231658753895) | > loss_kl: 1.9090090990066528 (3.047995300520034) | > loss_feat: 4.4653167724609375 (6.093988282339914) | > loss_mel: 15.31982707977295 (16.83175037020729) | > loss_duration: 2.1888113021850586 (2.3915060815357028) | > loss_1: 25.933090209960938 (30.73646318344843)  --> STEP: 22 | > loss_disc: 2.318682909011841 (2.4468285062096333) | > loss_disc_real_0: 0.10061541944742203 (0.13196949186650192) | > loss_disc_real_1: 0.23881074786186218 (0.24714413691650738) | > loss_disc_real_2: 0.1711161583662033 (0.22602784565903924) | > loss_disc_real_3: 0.16823424398899078 (0.24058261784640225) | > loss_disc_real_4: 0.19589252769947052 (0.23214411193674261) | > loss_disc_real_5: 0.19509942829608917 (0.22724390029907227) | > loss_0: 2.318682909011841 (2.4468285062096333) | > loss_gen: 2.240888833999634 (2.365298878062855) | > loss_kl: 2.2184126377105713 (3.0102869976650584) | > loss_feat: 7.7551960945129395 (6.169497728347778) | > loss_mel: 16.27713394165039 (16.80654053254561) | > loss_duration: 2.1977570056915283 (2.3826993053609673) | > loss_1: 30.689390182495117 (30.734323501586914)  --> STEP: 23 | > loss_disc: 2.5083467960357666 (2.4495032144629434) | > loss_disc_real_0: 0.1528770923614502 (0.13287851797497793) | > loss_disc_real_1: 0.24438907206058502 (0.247024351487989) | > loss_disc_real_2: 0.19077780842781067 (0.224495235344638) | > loss_disc_real_3: 0.31778445839881897 (0.2439392196095508) | > loss_disc_real_4: 0.2738935649394989 (0.2339593055455581) | > loss_disc_real_5: 0.240423783659935 (0.22781693870606629) | > loss_0: 2.5083467960357666 (2.4495032144629434) | > loss_gen: 2.4248316287994385 (2.367887258529663) | > loss_kl: 3.114929437637329 (3.0148366689682007) | > loss_feat: 4.855456352233887 (6.112365494603696) | > loss_mel: 17.00716781616211 (16.815263457920242) | > loss_duration: 2.333988904953003 (2.380581461864969) | > loss_1: 29.736373901367188 (30.690934388533883)  --> STEP: 24 | > loss_disc: 2.5329041481018066 (2.4529782533645625) | > loss_disc_real_0: 0.14816763997077942 (0.133515564724803) | > loss_disc_real_1: 0.2111159712076187 (0.24552816897630692) | > loss_disc_real_2: 0.298082172870636 (0.2275613577415546) | > loss_disc_real_3: 0.28439223766326904 (0.24562476202845573) | > loss_disc_real_4: 0.27239930629730225 (0.23556097224354744) | > loss_disc_real_5: 0.22202542424201965 (0.2275756256033977) | > loss_0: 2.5329041481018066 (2.4529782533645625) | > loss_gen: 2.4734339714050293 (2.3722850382328033) | > loss_kl: 2.330725908279419 (2.9863320539395013) | > loss_feat: 4.954758167266846 (6.064131855964661) | > loss_mel: 17.67355728149414 (16.851025700569156) | > loss_duration: 2.408714771270752 (2.3817536830902104) | > loss_1: 29.841190338134766 (30.655528386433918)  --> STEP: 25 | > loss_disc: 2.5349488258361816 (2.456257076263427) | > loss_disc_real_0: 0.13272646069526672 (0.13348400056362156) | > loss_disc_real_1: 0.275586873292923 (0.24673051714897157) | > loss_disc_real_2: 0.26022905111312866 (0.22886806547641755) | > loss_disc_real_3: 0.2974019944667816 (0.24769585132598876) | > loss_disc_real_4: 0.23890261352062225 (0.23569463789463044) | > loss_disc_real_5: 0.23896588385105133 (0.22803123593330382) | > loss_0: 2.5349488258361816 (2.456257076263427) | > loss_gen: 2.3265798091888428 (2.370456829071045) | > loss_kl: 2.6482911109924316 (2.9728104162216185) | > loss_feat: 5.556726932525635 (6.043835659027099) | > loss_mel: 16.397968292236328 (16.832903404235843) | > loss_duration: 2.4093332290649414 (2.3828568649291997) | > loss_1: 29.338897705078125 (30.602863159179687)  --> STEP: 26 | > loss_disc: 2.4840567111968994 (2.4573262929916377) | > loss_disc_real_0: 0.07721330970525742 (0.13131974322291523) | > loss_disc_real_1: 0.23222868144512177 (0.24617275423728502) | > loss_disc_real_2: 0.1498565822839737 (0.22582916227670816) | > loss_disc_real_3: 0.22798866033554077 (0.24693788244174078) | > loss_disc_real_4: 0.15134774148464203 (0.23245052649424627) | > loss_disc_real_5: 0.21810288727283478 (0.22764937636943963) | > loss_0: 2.4840567111968994 (2.4573262929916377) | > loss_gen: 1.9672034978866577 (2.354947085563953) | > loss_kl: 2.5831689834594727 (2.9578242072692285) | > loss_feat: 11.061895370483398 (6.2368379556215725) | > loss_mel: 17.748851776123047 (16.868132187769966) | > loss_duration: 2.275658369064331 (2.3787338458574743) | > loss_1: 35.63677978515625 (30.796475337101864) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025102358597975513 (-8.795811579777628e-05) | > avg_loss_disc: 2.4573262929916377 (+0.01616026804997306) | > avg_loss_disc_real_0: 0.13131974322291523 (-0.03647603065921709) | > avg_loss_disc_real_1: 0.24617275423728502 (+0.04886006105404633) | > avg_loss_disc_real_2: 0.22582916227670816 (+0.021604802172917575) | > avg_loss_disc_real_3: 0.24693788244174078 (+0.00963341788603711) | > avg_loss_disc_real_4: 0.23245052649424627 (+0.011389511709029881) | > avg_loss_disc_real_5: 0.22764937636943963 (-0.0021338267968251112) | > avg_loss_0: 2.4573262929916377 (+0.01616026804997306) | > avg_loss_gen: 2.354947085563953 (+0.027883268319643495) | > avg_loss_kl: 2.9578242072692285 (-0.1250054331926198) | > avg_loss_feat: 6.2368379556215725 (-0.4747023949256315) | > avg_loss_mel: 16.868132187769966 (-0.4187217492323576) | > avg_loss_duration: 2.3787338458574743 (-0.00048015667841916354) | > avg_loss_1: 30.796475337101864 (-0.9910262914804306)  > EPOCH: 980/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:45:33)   --> TIME: 2024-06-12 10:45:44 -- STEP: 24/330 -- GLOBAL_STEP: 411425 | > loss_disc: 2.313551664352417 (2.336519400278727) | > loss_disc_real_0: 0.08680334687232971 (0.09747933937857549) | > loss_disc_real_1: 0.2080848217010498 (0.19739362224936485) | > loss_disc_real_2: 0.20389263331890106 (0.20864606462419033) | > loss_disc_real_3: 0.23649300634860992 (0.227542070671916) | > loss_disc_real_4: 0.23966552317142487 (0.232333326091369) | > loss_disc_real_5: 0.2212355136871338 (0.22639705861608186) | > loss_0: 2.313551664352417 (2.336519400278727) | > grad_norm_0: tensor(9.4666, device='cuda:0') (tensor(9.3053, device='cuda:0')) | > loss_gen: 2.530324935913086 (2.5058181583881383) | > loss_kl: 1.8437938690185547 (1.9213106483221054) | > loss_feat: 7.291098117828369 (6.986116131146749) | > loss_mel: 17.330610275268555 (17.378553072611485) | > loss_duration: 1.9173448085784912 (2.014635349313418) | > loss_1: 30.913171768188477 (30.80643328030904) | > grad_norm_1: tensor(109.7777, device='cuda:0') (tensor(91.5252, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.378 (0.38156720995903015) | > loader_time: 0.0038 (0.00343326727549235)  --> TIME: 2024-06-12 10:45:53 -- STEP: 49/330 -- GLOBAL_STEP: 411450 | > loss_disc: 2.393418550491333 (2.3308355613630645) | > loss_disc_real_0: 0.11104191839694977 (0.09946438883032117) | > loss_disc_real_1: 0.21305102109909058 (0.19518395163574997) | > loss_disc_real_2: 0.22887390851974487 (0.20753401761152307) | > loss_disc_real_3: 0.19986213743686676 (0.22720760137450938) | > loss_disc_real_4: 0.24138402938842773 (0.2331861141993075) | > loss_disc_real_5: 0.20431730151176453 (0.22535055784546598) | > loss_0: 2.393418550491333 (2.3308355613630645) | > grad_norm_0: tensor(9.4026, device='cuda:0') (tensor(9.1342, device='cuda:0')) | > loss_gen: 2.425515651702881 (2.5144328097907866) | > loss_kl: 1.8476814031600952 (1.9289492879595076) | > loss_feat: 6.598773956298828 (7.048733273331) | > loss_mel: 15.606576919555664 (17.28319903782435) | > loss_duration: 1.9221190214157104 (1.983694314956665) | > loss_1: 28.400667190551758 (30.759008641145666) | > grad_norm_1: tensor(81.0049, device='cuda:0') (tensor(79.2675, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.371 (0.37201113116984463) | > loader_time: 0.0034 (0.0033761822447484855)  --> TIME: 2024-06-12 10:46:03 -- STEP: 74/330 -- GLOBAL_STEP: 411475 | > loss_disc: 2.453357219696045 (2.3321611236881568) | > loss_disc_real_0: 0.11362118273973465 (0.10309614764677513) | > loss_disc_real_1: 0.20625527203083038 (0.19395861855229815) | > loss_disc_real_2: 0.23697704076766968 (0.20784933724113414) | > loss_disc_real_3: 0.23236189782619476 (0.22635529895086545) | > loss_disc_real_4: 0.22015337646007538 (0.2304105907678604) | > loss_disc_real_5: 0.26189592480659485 (0.22507964678712794) | > loss_0: 2.453357219696045 (2.3321611236881568) | > grad_norm_0: tensor(12.8764, device='cuda:0') (tensor(9.3383, device='cuda:0')) | > loss_gen: 2.4784908294677734 (2.5005677777367668) | > loss_kl: 2.150128126144409 (1.9548471570014954) | > loss_feat: 6.798216819763184 (7.020213732848296) | > loss_mel: 17.141258239746094 (17.214196643313844) | > loss_duration: 1.9058067798614502 (1.9735582551440678) | > loss_1: 30.473901748657227 (30.663383561211663) | > grad_norm_1: tensor(151.4227, device='cuda:0') (tensor(84.5837, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.384 (0.37117730926822967) | > loader_time: 0.0035 (0.003447278125866039)  --> TIME: 2024-06-12 10:46:12 -- STEP: 99/330 -- GLOBAL_STEP: 411500 | > loss_disc: 2.341252565383911 (2.3383199951865454) | > loss_disc_real_0: 0.1027316153049469 (0.10584908227125804) | > loss_disc_real_1: 0.19555984437465668 (0.19561280144585502) | > loss_disc_real_2: 0.2396138608455658 (0.20882422875876377) | > loss_disc_real_3: 0.2301570028066635 (0.22703750446589308) | > loss_disc_real_4: 0.23928463459014893 (0.2305103432048451) | > loss_disc_real_5: 0.22218510508537292 (0.2236585779623552) | > loss_0: 2.341252565383911 (2.3383199951865454) | > grad_norm_0: tensor(5.8645, device='cuda:0') (tensor(9.4376, device='cuda:0')) | > loss_gen: 2.4696123600006104 (2.4896345042219066) | > loss_kl: 2.0926427841186523 (1.966137894476303) | > loss_feat: 7.029848575592041 (6.975339176678898) | > loss_mel: 17.389759063720703 (17.166722259136158) | > loss_duration: 1.9842305183410645 (1.975057931861492) | > loss_1: 30.966093063354492 (30.5728917748037) | > grad_norm_1: tensor(62.6658, device='cuda:0') (tensor(82.7538, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.3627 (0.370596317329792) | > loader_time: 0.0035 (0.0035261385368578362) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_411500.pth  --> TIME: 2024-06-12 10:46:27 -- STEP: 124/330 -- GLOBAL_STEP: 411525 | > loss_disc: 2.3957881927490234 (2.3466309655097217) | > loss_disc_real_0: 0.14691659808158875 (0.10756199218092426) | > loss_disc_real_1: 0.2012404203414917 (0.1951202768231592) | > loss_disc_real_2: 0.18955755233764648 (0.20943206260281225) | > loss_disc_real_3: 0.2366209179162979 (0.2281131400696693) | > loss_disc_real_4: 0.2451269030570984 (0.2310786066997436) | > loss_disc_real_5: 0.2438696324825287 (0.2233939235729556) | > loss_0: 2.3957881927490234 (2.3466309655097217) | > grad_norm_0: tensor(5.6650, device='cuda:0') (tensor(9.1346, device='cuda:0')) | > loss_gen: 2.474095344543457 (2.4854656650174047) | > loss_kl: 2.1457571983337402 (1.980338070661791) | > loss_feat: 7.047886848449707 (6.986469211116914) | > loss_mel: 17.84287452697754 (17.183304240626658) | > loss_duration: 1.991990566253662 (1.979740955175892) | > loss_1: 31.50260353088379 (30.615318144521407) | > grad_norm_1: tensor(58.1922, device='cuda:0') (tensor(83.4218, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.3799 (0.37435341458166793) | > loader_time: 0.0046 (0.0036816481621034683)  --> TIME: 2024-06-12 10:46:37 -- STEP: 149/330 -- GLOBAL_STEP: 411550 | > loss_disc: 2.2724413871765137 (2.3536935428644985) | > loss_disc_real_0: 0.09896257519721985 (0.10957356387336782) | > loss_disc_real_1: 0.2071089893579483 (0.1954227229892808) | > loss_disc_real_2: 0.19968383014202118 (0.21072393385755936) | > loss_disc_real_3: 0.22046759724617004 (0.22824997809909334) | > loss_disc_real_4: 0.21204274892807007 (0.23151207350244457) | > loss_disc_real_5: 0.2007651925086975 (0.22265855837988374) | > loss_0: 2.2724413871765137 (2.3536935428644985) | > grad_norm_0: tensor(10.9227, device='cuda:0') (tensor(10.2113, device='cuda:0')) | > loss_gen: 2.4766900539398193 (2.475319396729437) | > loss_kl: 1.9985697269439697 (1.9958042338390478) | > loss_feat: 6.451272487640381 (6.967270940742235) | > loss_mel: 17.47519302368164 (17.164433914542986) | > loss_duration: 2.023137092590332 (1.9845421394245737) | > loss_1: 30.424861907958984 (30.587370686883094) | > grad_norm_1: tensor(127.9346, device='cuda:0') (tensor(104.3140, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.3909 (0.37676721611278957) | > loader_time: 0.0047 (0.003838931154084686)  --> TIME: 2024-06-12 10:46:47 -- STEP: 174/330 -- GLOBAL_STEP: 411575 | > loss_disc: 2.3484947681427 (2.3591515127269704) | > loss_disc_real_0: 0.13050130009651184 (0.11079965283473332) | > loss_disc_real_1: 0.18852050602436066 (0.19640044551128638) | > loss_disc_real_2: 0.19631236791610718 (0.2107290739471885) | > loss_disc_real_3: 0.24572058022022247 (0.22863449464584218) | > loss_disc_real_4: 0.2398408204317093 (0.23219831236477556) | > loss_disc_real_5: 0.24160218238830566 (0.2236944114168485) | > loss_0: 2.3484947681427 (2.3591515127269704) | > grad_norm_0: tensor(18.8278, device='cuda:0') (tensor(10.8173, device='cuda:0')) | > loss_gen: 2.5396807193756104 (2.4748667300432574) | > loss_kl: 2.043809652328491 (2.0071625271062743) | > loss_feat: 6.824152946472168 (6.952145475080642) | > loss_mel: 17.00708770751953 (17.12618284663932) | > loss_duration: 2.074488878250122 (1.9903061410476421) | > loss_1: 30.489219665527344 (30.550663717861834) | > grad_norm_1: tensor(294.7364, device='cuda:0') (tensor(118.3882, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.3931 (0.3780487803207045) | > loader_time: 0.0045 (0.003952129133816424)  --> TIME: 2024-06-12 10:46:57 -- STEP: 199/330 -- GLOBAL_STEP: 411600 | > loss_disc: 2.2997288703918457 (2.364048424677634) | > loss_disc_real_0: 0.12469261884689331 (0.11215234031180042) | > loss_disc_real_1: 0.185027077794075 (0.19671252572057243) | > loss_disc_real_2: 0.20833872258663177 (0.21131673253061783) | > loss_disc_real_3: 0.2516912519931793 (0.2291594266741719) | > loss_disc_real_4: 0.24355550110340118 (0.23210872896951645) | > loss_disc_real_5: 0.2316959798336029 (0.2237815111875534) | > loss_0: 2.2997288703918457 (2.364048424677634) | > grad_norm_0: tensor(13.2183, device='cuda:0') (tensor(12.0813, device='cuda:0')) | > loss_gen: 2.5843937397003174 (2.47692796932393) | > loss_kl: 2.075561285018921 (2.00912221053138) | > loss_feat: 6.919371128082275 (6.942509938724076) | > loss_mel: 17.520233154296875 (17.09059758401993) | > loss_duration: 2.1209206581115723 (1.9986212277532223) | > loss_1: 31.22047996520996 (30.5177789525171) | > grad_norm_1: tensor(364.4014, device='cuda:0') (tensor(139.4386, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.3888 (0.3793697285292734) | > loader_time: 0.005 (0.004036323509024616)  --> TIME: 2024-06-12 10:47:07 -- STEP: 224/330 -- GLOBAL_STEP: 411625 | > loss_disc: 2.3882439136505127 (2.3655328090701793) | > loss_disc_real_0: 0.11969761550426483 (0.11331689573957451) | > loss_disc_real_1: 0.19009926915168762 (0.19736633669318904) | > loss_disc_real_2: 0.15199708938598633 (0.21136912384203502) | > loss_disc_real_3: 0.25897741317749023 (0.22959609116826737) | > loss_disc_real_4: 0.23574411869049072 (0.23232341218473657) | > loss_disc_real_5: 0.1961967945098877 (0.2218280642825578) | > loss_0: 2.3882439136505127 (2.3655328090701793) | > grad_norm_0: tensor(13.1742, device='cuda:0') (tensor(13.9327, device='cuda:0')) | > loss_gen: 2.582557201385498 (2.4830709706459726) | > loss_kl: 1.976715087890625 (2.0115551437650416) | > loss_feat: 6.485335826873779 (6.947313928178377) | > loss_mel: 16.227802276611328 (17.057017837251916) | > loss_duration: 2.1121630668640137 (2.0065571867993897) | > loss_1: 29.38457489013672 (30.505515107086726) | > grad_norm_1: tensor(588.2401, device='cuda:0') (tensor(170.5744, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.4041 (0.38139502384832913) | > loader_time: 0.0052 (0.004141589360577719)  --> TIME: 2024-06-12 10:47:17 -- STEP: 249/330 -- GLOBAL_STEP: 411650 | > loss_disc: 2.4997594356536865 (2.3667120828207246) | > loss_disc_real_0: 0.19320836663246155 (0.11589823190466945) | > loss_disc_real_1: 0.2335135042667389 (0.1973212865820851) | > loss_disc_real_2: 0.1693524867296219 (0.2111310653059358) | > loss_disc_real_3: 0.2581765651702881 (0.2293835031579297) | > loss_disc_real_4: 0.25134316086769104 (0.23207555292361232) | > loss_disc_real_5: 0.18977127969264984 (0.22124265708837165) | > loss_0: 2.4997594356536865 (2.3667120828207246) | > grad_norm_0: tensor(17.1501, device='cuda:0') (tensor(16.5389, device='cuda:0')) | > loss_gen: 2.482032299041748 (2.4888451108970795) | > loss_kl: 2.067434549331665 (2.017519847456232) | > loss_feat: 6.495349884033203 (6.948732356948545) | > loss_mel: 16.0609073638916 (17.01563938171508) | > loss_duration: 2.0909714698791504 (2.015767617397997) | > loss_1: 29.19669532775879 (30.486504367077686) | > grad_norm_1: tensor(94.7295, device='cuda:0') (tensor(199.3024, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.4312 (0.38500276722582455) | > loader_time: 0.0053 (0.004272467640030336)  --> TIME: 2024-06-12 10:47:29 -- STEP: 274/330 -- GLOBAL_STEP: 411675 | > loss_disc: 2.3990564346313477 (2.3684161518612057) | > loss_disc_real_0: 0.10542997717857361 (0.11681443751945983) | > loss_disc_real_1: 0.16911253333091736 (0.19746972402952018) | > loss_disc_real_2: 0.18910551071166992 (0.21096571920997037) | > loss_disc_real_3: 0.26634645462036133 (0.2298213252185905) | > loss_disc_real_4: 0.23566307127475739 (0.23226520413682408) | > loss_disc_real_5: 0.22945357859134674 (0.22142105631149597) | > loss_0: 2.3990564346313477 (2.3684161518612057) | > grad_norm_0: tensor(10.8546, device='cuda:0') (tensor(17.5333, device='cuda:0')) | > loss_gen: 2.5130717754364014 (2.487104041733011) | > loss_kl: 2.234652280807495 (2.0244077600701877) | > loss_feat: 6.727783203125 (6.960490261551238) | > loss_mel: 15.632108688354492 (16.96464496807459) | > loss_duration: 2.1202392578125 (2.024710574289307) | > loss_1: 29.227853775024414 (30.4613576387837) | > grad_norm_1: tensor(432.6950, device='cuda:0') (tensor(220.9323, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.4632 (0.39046186078203843) | > loader_time: 0.0061 (0.004428841771870634)  --> TIME: 2024-06-12 10:47:41 -- STEP: 299/330 -- GLOBAL_STEP: 411700 | > loss_disc: 2.4813241958618164 (2.372752727074768) | > loss_disc_real_0: 0.15261250734329224 (0.11807214209566945) | > loss_disc_real_1: 0.26616066694259644 (0.19821191063294044) | > loss_disc_real_2: 0.23161561787128448 (0.2116493729743671) | > loss_disc_real_3: 0.22463852167129517 (0.22960595044005275) | > loss_disc_real_4: 0.2515418231487274 (0.23233369864947023) | > loss_disc_real_5: 0.25255224108695984 (0.22169436942972867) | > loss_0: 2.4813241958618164 (2.372752727074768) | > grad_norm_0: tensor(17.5342, device='cuda:0') (tensor(18.4672, device='cuda:0')) | > loss_gen: 2.4887795448303223 (2.4838528138738014) | > loss_kl: 2.1122522354125977 (2.03149752393614) | > loss_feat: 7.328983783721924 (6.9684612487869515) | > loss_mel: 17.251239776611328 (16.91155636828876) | > loss_duration: 2.177907943725586 (2.035740157832269) | > loss_1: 31.359163284301758 (30.431108130260455) | > grad_norm_1: tensor(65.6688, device='cuda:0') (tensor(236.7589, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.5019 (0.396532215800971) | > loader_time: 0.0064 (0.004586218192824552)  --> TIME: 2024-06-12 10:47:54 -- STEP: 324/330 -- GLOBAL_STEP: 411725 | > loss_disc: 2.4671518802642822 (2.376533570113007) | > loss_disc_real_0: 0.1492406576871872 (0.1191055163005252) | > loss_disc_real_1: 0.21979989111423492 (0.19836873768104443) | > loss_disc_real_2: 0.22306858003139496 (0.21173987510027717) | > loss_disc_real_3: 0.30589574575424194 (0.22990195204814276) | > loss_disc_real_4: 0.2964473366737366 (0.23285042549724932) | > loss_disc_real_5: 0.2979590594768524 (0.22207331735594774) | > loss_0: 2.4671518802642822 (2.376533570113007) | > grad_norm_0: tensor(33.9751, device='cuda:0') (tensor(19.3677, device='cuda:0')) | > loss_gen: 2.541098117828369 (2.4831261620109477) | > loss_kl: 2.194610118865967 (2.0402867477617144) | > loss_feat: 10.078465461730957 (7.033647800669258) | > loss_mel: 17.127748489379883 (16.872789321122312) | > loss_duration: 2.2586731910705566 (2.0506950388719996) | > loss_1: 34.20059585571289 (30.480545108700976) | > grad_norm_1: tensor(612.3511, device='cuda:0') (tensor(252.5236, device='cuda:0')) | > current_lr_0: 0.00017693982617505673 | > current_lr_1: 0.00017693982617505673 | > step_time: 0.6041 (0.40767990586198405) | > loader_time: 0.0089 (0.004840309237256461)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4176480770111084 (2.4176480770111084) | > loss_disc_real_0: 0.13401490449905396 (0.13401490449905396) | > loss_disc_real_1: 0.22971442341804504 (0.22971442341804504) | > loss_disc_real_2: 0.2175770252943039 (0.2175770252943039) | > loss_disc_real_3: 0.26119574904441833 (0.26119574904441833) | > loss_disc_real_4: 0.21854688227176666 (0.21854688227176666) | > loss_disc_real_5: 0.21249088644981384 (0.21249088644981384) | > loss_0: 2.4176480770111084 (2.4176480770111084) | > loss_gen: 2.507359504699707 (2.507359504699707) | > loss_kl: 2.376035213470459 (2.376035213470459) | > loss_feat: 5.4949235916137695 (5.4949235916137695) | > loss_mel: 15.577075004577637 (15.577075004577637) | > loss_duration: 3.0517992973327637 (3.0517992973327637) | > loss_1: 29.00719451904297 (29.00719451904297)  --> STEP: 1 | > loss_disc: 2.188244581222534 (2.188244581222534) | > loss_disc_real_0: 0.06327898055315018 (0.06327898055315018) | > loss_disc_real_1: 0.19893378019332886 (0.19893378019332886) | > loss_disc_real_2: 0.16925804316997528 (0.16925804316997528) | > loss_disc_real_3: 0.19813945889472961 (0.19813945889472961) | > loss_disc_real_4: 0.22162194550037384 (0.22162194550037384) | > loss_disc_real_5: 0.23001891374588013 (0.23001891374588013) | > loss_0: 2.188244581222534 (2.188244581222534) | > loss_gen: 2.452549457550049 (2.452549457550049) | > loss_kl: 3.2217161655426025 (3.2217161655426025) | > loss_feat: 6.617058753967285 (6.617058753967285) | > loss_mel: 17.950729370117188 (17.950729370117188) | > loss_duration: 2.6308374404907227 (2.6308374404907227) | > loss_1: 32.87289047241211 (32.87289047241211)  --> STEP: 2 | > loss_disc: 2.573521852493286 (2.38088321685791) | > loss_disc_real_0: 0.08542072772979736 (0.07434985414147377) | > loss_disc_real_1: 0.2311021089553833 (0.21501794457435608) | > loss_disc_real_2: 0.2359459102153778 (0.20260197669267654) | > loss_disc_real_3: 0.2627103328704834 (0.2304248958826065) | > loss_disc_real_4: 0.21193242073059082 (0.21677718311548233) | > loss_disc_real_5: 0.23404429852962494 (0.23203160613775253) | > loss_0: 2.573521852493286 (2.38088321685791) | > loss_gen: 2.20165753364563 (2.3271034955978394) | > loss_kl: 3.145045280456543 (3.1833807229995728) | > loss_feat: 5.743068695068359 (6.180063724517822) | > loss_mel: 18.378389358520508 (18.164559364318848) | > loss_duration: 2.4782888889312744 (2.5545631647109985) | > loss_1: 31.946449279785156 (32.40966987609863)  --> STEP: 3 | > loss_disc: 2.2432918548583984 (2.3350194295247397) | > loss_disc_real_0: 0.13490790128707886 (0.09453586985667546) | > loss_disc_real_1: 0.18092599511146545 (0.2036539614200592) | > loss_disc_real_2: 0.20428675413131714 (0.20316356917222342) | > loss_disc_real_3: 0.22645354270935059 (0.2291011114915212) | > loss_disc_real_4: 0.20720066130161285 (0.21358500917752585) | > loss_disc_real_5: 0.20283329486846924 (0.2222988357146581) | > loss_0: 2.2432918548583984 (2.3350194295247397) | > loss_gen: 2.2757530212402344 (2.309986670811971) | > loss_kl: 3.2386932373046875 (3.2018182277679443) | > loss_feat: 6.831398010253906 (6.397175153096517) | > loss_mel: 18.627532958984375 (18.318883895874023) | > loss_duration: 2.365708351135254 (2.4916115601857505) | > loss_1: 33.33908462524414 (32.71947479248047)  --> STEP: 4 | > loss_disc: 2.41562557220459 (2.355170965194702) | > loss_disc_real_0: 0.15300287306308746 (0.10915262065827847) | > loss_disc_real_1: 0.2140708714723587 (0.20625818893313408) | > loss_disc_real_2: 0.19417685270309448 (0.20091689005494118) | > loss_disc_real_3: 0.16262690722942352 (0.21248256042599678) | > loss_disc_real_4: 0.22139091789722443 (0.21553648635745049) | > loss_disc_real_5: 0.1815413534641266 (0.21210946515202522) | > loss_0: 2.41562557220459 (2.355170965194702) | > loss_gen: 2.0878396034240723 (2.2544499039649963) | > loss_kl: 4.518373489379883 (3.530957043170929) | > loss_feat: 6.338918685913086 (6.382611036300659) | > loss_mel: 17.40159034729004 (18.089560508728027) | > loss_duration: 2.5246877670288086 (2.499880611896515) | > loss_1: 32.87141036987305 (32.75745868682861)  --> STEP: 5 | > loss_disc: 2.2228713035583496 (2.3287110328674316) | > loss_disc_real_0: 0.11080830544233322 (0.10948375761508941) | > loss_disc_real_1: 0.20974470674991608 (0.20695549249649048) | > loss_disc_real_2: 0.18860380351543427 (0.1984542727470398) | > loss_disc_real_3: 0.20804078876972198 (0.21159420609474183) | > loss_disc_real_4: 0.19533094763755798 (0.21149537861347198) | > loss_disc_real_5: 0.2787221074104309 (0.22543199360370636) | > loss_0: 2.2228713035583496 (2.3287110328674316) | > loss_gen: 2.4491841793060303 (2.293396759033203) | > loss_kl: 3.046170949935913 (3.4339998245239256) | > loss_feat: 5.502039909362793 (6.206496810913086) | > loss_mel: 18.542720794677734 (18.18019256591797) | > loss_duration: 2.3454198837280273 (2.468988466262817) | > loss_1: 31.885536193847656 (32.58307418823242)  --> STEP: 6 | > loss_disc: 2.323065996170044 (2.327770193417867) | > loss_disc_real_0: 0.06538291275501251 (0.1021336168050766) | > loss_disc_real_1: 0.1815175563097 (0.20271583646535873) | > loss_disc_real_2: 0.2285824716091156 (0.20347563922405243) | > loss_disc_real_3: 0.2088802456855774 (0.21114187935988107) | > loss_disc_real_4: 0.19555754959583282 (0.2088390737771988) | > loss_disc_real_5: 0.19087034463882446 (0.21967171877622604) | > loss_0: 2.323065996170044 (2.327770193417867) | > loss_gen: 2.0838842391967773 (2.2584780057271323) | > loss_kl: 2.7259273529052734 (3.315987745920817) | > loss_feat: 5.332695960998535 (6.060863335927327) | > loss_mel: 18.263912200927734 (18.194145838419598) | > loss_duration: 2.2883265018463135 (2.438878138860067) | > loss_1: 30.694747924804688 (32.2683531443278)  --> STEP: 7 | > loss_disc: 2.179333448410034 (2.3065649441310336) | > loss_disc_real_0: 0.08830220997333527 (0.10015770154339927) | > loss_disc_real_1: 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loss_disc_real_4: 0.16504600644111633 (0.20382077246904373) | > loss_disc_real_5: 0.13603846728801727 (0.211660236120224) | > loss_0: 2.43410587310791 (2.3225075602531433) | > loss_gen: 2.2609729766845703 (2.3045134246349335) | > loss_kl: 3.1884307861328125 (3.4340330362319946) | > loss_feat: 10.730240821838379 (6.8301661014556885) | > loss_mel: 19.559551239013672 (18.25264000892639) | > loss_duration: 2.272250175476074 (2.4392628371715546) | > loss_1: 38.01144790649414 (33.260615825653076)  --> STEP: 9 | > loss_disc: 2.288938283920288 (2.318777640660604) | > loss_disc_real_0: 0.16715501248836517 (0.11205498377482097) | > loss_disc_real_1: 0.16487926244735718 (0.19954170948929256) | > loss_disc_real_2: 0.19889630377292633 (0.20224318239423963) | > loss_disc_real_3: 0.21540984511375427 (0.21097437706258562) | > loss_disc_real_4: 0.1503448486328125 (0.19787900315390694) | > loss_disc_real_5: 0.1682061105966568 (0.20683199995093876) | > loss_0: 2.288938283920288 (2.318777640660604) | > loss_gen: 2.2001166343688965 (2.2929137812720404) | > loss_kl: 2.491999864578247 (3.3293626838260226) | > loss_feat: 9.1784086227417 (7.091081937154134) | > loss_mel: 18.559907913208008 (18.286780887179905) | > loss_duration: 2.235097885131836 (2.416577842500475) | > loss_1: 34.66552734375 (33.41671710544162)  --> STEP: 10 | > loss_disc: 2.3969345092773438 (2.3265933275222777) | > loss_disc_real_0: 0.1797703206539154 (0.1188265174627304) | > loss_disc_real_1: 0.2084185779094696 (0.20042939633131027) | > loss_disc_real_2: 0.1983329802751541 (0.2018521621823311) | > loss_disc_real_3: 0.2310558259487152 (0.21298252195119857) | > loss_disc_real_4: 0.20942120254039764 (0.199033223092556) | > loss_disc_real_5: 0.25699734687805176 (0.21184853464365005) | > loss_0: 2.3969345092773438 (2.3265933275222777) | > loss_gen: 2.260852575302124 (2.289707660675049) | > loss_kl: 3.0332157611846924 (3.2997479915618895) | > loss_feat: 5.942494869232178 (6.9762232303619385) | > loss_mel: 13.940641403198242 (17.85216693878174) | > loss_duration: 2.4651105403900146 (2.4214311122894285) | > loss_1: 27.642314910888672 (32.83927688598633)  --> STEP: 11 | > loss_disc: 2.5103862285614014 (2.343301773071289) | > loss_disc_real_0: 0.14184091985225677 (0.12091873586177826) | > loss_disc_real_1: 0.25593653321266174 (0.2054754996841604) | > loss_disc_real_2: 0.21358318626880646 (0.2029186189174652) | > loss_disc_real_3: 0.22327138483524323 (0.21391787312247537) | > loss_disc_real_4: 0.28482529520988464 (0.20683250237594952) | > loss_disc_real_5: 0.24907714128494263 (0.2152329534292221) | > loss_0: 2.5103862285614014 (2.343301773071289) | > loss_gen: 2.344677448272705 (2.2947049140930176) | > loss_kl: 3.681642770767212 (3.3344656987623735) | > loss_feat: 6.786451816558838 (6.9589712836525655) | > loss_mel: 16.94000244140625 (17.769242893565785) | > loss_duration: 2.6128177642822266 (2.4388298988342285) | > loss_1: 32.36559295654297 (32.79621471058238)  --> STEP: 12 | > loss_disc: 2.3660945892333984 (2.3452011744181314) | > loss_disc_real_0: 0.09822357445955276 (0.1190274724115928) | > loss_disc_real_1: 0.2527214288711548 (0.20941266044974327) | > loss_disc_real_2: 0.2282310575246811 (0.20502798880139986) | > loss_disc_real_3: 0.28360849618911743 (0.21972542504469553) | > loss_disc_real_4: 0.20833656191825867 (0.20695784067114195) | > loss_disc_real_5: 0.20074434578418732 (0.21402556945880255) | > loss_0: 2.3660945892333984 (2.3452011744181314) | > loss_gen: 2.343116521835327 (2.29873921473821) | > loss_kl: 2.946298122406006 (3.302118400732676) | > loss_feat: 6.5200700759887695 (6.922396183013916) | > loss_mel: 16.27051544189453 (17.644348939259846) | > loss_duration: 2.2773385047912598 (2.425372282663981) | > loss_1: 30.357337951660156 (32.592974980672196)  --> STEP: 13 | > loss_disc: 2.3328030109405518 (2.3442474695352407) | > loss_disc_real_0: 0.10189357399940491 (0.11770948022603989) | > loss_disc_real_1: 0.22105778753757477 (0.21030843945649955) | > loss_disc_real_2: 0.1962377429008484 (0.20435181603981897) | > loss_disc_real_3: 0.2843421995639801 (0.22469594616156358) | > loss_disc_real_4: 0.18226319551467896 (0.20505825258218324) | > loss_disc_real_5: 0.20874696969985962 (0.21361952332349923) | > loss_0: 2.3328030109405518 (2.3442474695352407) | > loss_gen: 2.2449839115142822 (2.2946041914132924) | > loss_kl: 3.100322961807251 (3.2865956746614895) | > loss_feat: 7.175029754638672 (6.941829534677359) | > loss_mel: 17.127403259277344 (17.6045838869535) | > loss_duration: 2.262786626815796 (2.412865693752582) | > loss_1: 31.910526275634766 (32.540478926438546)  --> STEP: 14 | > loss_disc: 2.326157569885254 (2.342955333845956) | > loss_disc_real_0: 0.12987254559993744 (0.11857827060988971) | > loss_disc_real_1: 0.2450103461742401 (0.2127871470791953) | > loss_disc_real_2: 0.1907368153333664 (0.20337931598935807) | > loss_disc_real_3: 0.22961829602718353 (0.22504754258053644) | > loss_disc_real_4: 0.2317000776529312 (0.20696124008723668) | > loss_disc_real_5: 0.18608234822750092 (0.21165258224521363) | > loss_0: 2.326157569885254 (2.342955333845956) | > loss_gen: 2.2530341148376465 (2.291634900229318) | > loss_kl: 3.7440102100372314 (3.319268141474043) | > loss_feat: 5.790376663208008 (6.859582901000977) | > loss_mel: 17.220827102661133 (17.57717268807547) | > loss_duration: 2.3522543907165527 (2.4085363149642944) | > loss_1: 31.360504150390625 (32.4561950138637)  --> STEP: 15 | > loss_disc: 2.430300712585449 (2.3487783590952556) | > loss_disc_real_0: 0.10964906960725784 (0.11798299054304759) | > loss_disc_real_1: 0.21943286061286926 (0.21323019464810689) | > loss_disc_real_2: 0.19014813005924225 (0.20249723692735036) | > loss_disc_real_3: 0.22198207676410675 (0.22484317819277447) | > loss_disc_real_4: 0.189504012465477 (0.2057974249124527) | > loss_disc_real_5: 0.23017209768295288 (0.2128872166077296) | > loss_0: 2.430300712585449 (2.3487783590952556) | > loss_gen: 2.300766944885254 (2.2922437032063803) | > loss_kl: 3.6585865020751953 (3.3418893655141195) | > loss_feat: 7.508629322052002 (6.902852662404379) | > loss_mel: 18.499713897705078 (17.638675435384112) | > loss_duration: 2.4436798095703125 (2.410879214604696) | > loss_1: 34.411376953125 (32.58654047648112)  --> STEP: 16 | > loss_disc: 2.400362491607666 (2.352002367377281) | > loss_disc_real_0: 0.13902807235717773 (0.11929830815643072) | > loss_disc_real_1: 0.35096022486686707 (0.2218383215367794) | > loss_disc_real_2: 0.18583881855010986 (0.20145608577877283) | > loss_disc_real_3: 0.25557568669319153 (0.22676395997405052) | > loss_disc_real_4: 0.2092605084180832 (0.2060138676315546) | > loss_disc_real_5: 0.1820155531167984 (0.2109577376395464) | > loss_0: 2.400362491607666 (2.352002367377281) | > loss_gen: 2.3750789165496826 (2.2974209040403366) | > loss_kl: 3.5264575481414795 (3.3534248769283295) | > loss_feat: 6.56791877746582 (6.881919294595718) | > loss_mel: 15.84877872467041 (17.526806890964505) | > loss_duration: 2.446713447570801 (2.413118854165077) | > loss_1: 30.76494598388672 (32.47269082069397)  --> STEP: 17 | > loss_disc: 2.5662689208984375 (2.3646062822902905) | > loss_disc_real_0: 0.12491384148597717 (0.11962863364640404) | > loss_disc_real_1: 0.12760132551193237 (0.21629496882943547) | > loss_disc_real_2: 0.18497489392757416 (0.20048660390517292) | > loss_disc_real_3: 0.2542981803417206 (0.22838361999567816) | > loss_disc_real_4: 0.21638856828212738 (0.20662414414041183) | > loss_disc_real_5: 0.2710566520690918 (0.21449296790010788) | > loss_0: 2.5662689208984375 (2.3646062822902905) | > loss_gen: 2.0166077613830566 (2.280902483884026) | > loss_kl: 2.47156023979187 (3.3015504865085377) | > loss_feat: 7.92584753036499 (6.943326837876263) | > loss_mel: 17.691373825073242 (17.536487298853253) | > loss_duration: 2.4565274715423584 (2.4156723022460938) | > loss_1: 32.56191635131836 (32.47793938131893)  --> STEP: 18 | > loss_disc: 2.268599033355713 (2.3592725462383695) | > loss_disc_real_0: 0.08582599461078644 (0.11775070925553639) | > loss_disc_real_1: 0.3111967444419861 (0.2215672896967994) | > loss_disc_real_2: 0.15766172111034393 (0.19810744374990463) | > loss_disc_real_3: 0.1828698068857193 (0.22585507482290268) | > loss_disc_real_4: 0.1348630040884018 (0.20263741413752237) | > loss_disc_real_5: 0.17080675065517426 (0.2120659558309449) | > loss_0: 2.268599033355713 (2.3592725462383695) | > loss_gen: 2.2151198387145996 (2.2772478924857245) | > loss_kl: 3.2657713890075684 (3.299562758869595) | > loss_feat: 9.442679405212402 (7.082179758283827) | > loss_mel: 16.830541610717773 (17.497268093956837) | > loss_duration: 2.2692337036132812 (2.407536824544271) | > loss_1: 34.023345947265625 (32.56379530164931)  --> STEP: 19 | > loss_disc: 2.464017868041992 (2.3647854579122445) | > loss_disc_real_0: 0.13894838094711304 (0.11886637618667201) | > loss_disc_real_1: 0.2112892121076584 (0.22102633824473933) | > loss_disc_real_2: 0.1768852323293686 (0.19699048525408694) | > loss_disc_real_3: 0.23339088261127472 (0.22625169628544858) | > loss_disc_real_4: 0.21848642826080322 (0.2034715727755898) | > loss_disc_real_5: 0.24021990597248077 (0.21354774268049942) | > loss_0: 2.464017868041992 (2.3647854579122445) | > loss_gen: 2.0330917835235596 (2.2643975709614) | > loss_kl: 2.4328269958496094 (3.253945087131701) | > loss_feat: 5.620168685913086 (7.005231807106419) | > loss_mel: 16.306974411010742 (17.434621058012308) | > loss_duration: 2.384366989135742 (2.4063173595227694) | > loss_1: 28.777429580688477 (32.36451289528295)  --> STEP: 20 | > loss_disc: 2.226332902908325 (2.3578628301620483) | > loss_disc_real_0: 0.18876585364341736 (0.12236135005950928) | > loss_disc_real_1: 0.21513165533542633 (0.22073160409927367) | > loss_disc_real_2: 0.22957734763622284 (0.19861982837319375) | > loss_disc_real_3: 0.18993589282035828 (0.22443590611219405) | > loss_disc_real_4: 0.16726601123809814 (0.20166129469871522) | > loss_disc_real_5: 0.19741562008857727 (0.21274113655090332) | > loss_0: 2.226332902908325 (2.3578628301620483) | > loss_gen: 2.395415782928467 (2.2709484815597536) | > loss_kl: 2.4150068759918213 (3.211998176574707) | > loss_feat: 7.418450832366943 (7.025892758369446) | > loss_mel: 17.403602600097656 (17.433070135116573) | > loss_duration: 2.3408865928649902 (2.40304582118988) | > loss_1: 31.973363876342773 (32.344955444335945)  --> STEP: 21 | > loss_disc: 2.372823715209961 (2.358575253259568) | > loss_disc_real_0: 0.0707283541560173 (0.1199026359688668) | > loss_disc_real_1: 0.25050508975982666 (0.2221493891307286) | > loss_disc_real_2: 0.21657869219779968 (0.19947501236484164) | > loss_disc_real_3: 0.317006915807724 (0.22884404943102882) | > loss_disc_real_4: 0.2653006911277771 (0.20469174214771815) | > loss_disc_real_5: 0.2297469526529312 (0.21355093731766656) | > loss_0: 2.372823715209961 (2.358575253259568) | > loss_gen: 2.3844621181488037 (2.276353892825899) | > loss_kl: 2.4181339740753174 (3.1741951193128313) | > loss_feat: 6.190237045288086 (6.986099629175095) | > loss_mel: 15.138493537902832 (17.3238045828683) | > loss_duration: 2.193053960800171 (2.3930462087903703) | > loss_1: 28.32438087463379 (32.153499512445364)  --> STEP: 22 | > loss_disc: 2.2516164779663086 (2.353713490746238) | > loss_disc_real_0: 0.07297708094120026 (0.11776965619488196) | > loss_disc_real_1: 0.23995321989059448 (0.22295865416526794) | > loss_disc_real_2: 0.2165808528661728 (0.2002525505694476) | > loss_disc_real_3: 0.1906796097755432 (0.2271093021739613) | > loss_disc_real_4: 0.207807719707489 (0.20483337749134412) | > loss_disc_real_5: 0.22600941359996796 (0.2141172316941348) | > loss_0: 2.2516164779663086 (2.353713490746238) | > loss_gen: 2.3646185398101807 (2.280365922234275) | > loss_kl: 2.2720143795013428 (3.1331869038668545) | > loss_feat: 7.177477836608887 (6.994798638603904) | > loss_mel: 18.502521514892578 (17.37738262523304) | > loss_duration: 2.217952013015747 (2.3850873817097056) | > loss_1: 32.534584045410156 (32.170821536671035)  --> STEP: 23 | > loss_disc: 2.2449843883514404 (2.348986138468203) | > loss_disc_real_0: 0.06185302138328552 (0.11533849815959515) | > loss_disc_real_1: 0.1815733015537262 (0.22115929100824439) | > loss_disc_real_2: 0.22778728604316711 (0.20144971298134845) | > loss_disc_real_3: 0.22903874516487122 (0.22719319099965302) | > loss_disc_real_4: 0.20369811356067657 (0.20478401819001074) | > loss_disc_real_5: 0.20075391232967377 (0.21353621780872345) | > loss_0: 2.2449843883514404 (2.348986138468203) | > loss_gen: 2.3548097610473633 (2.2836026108783223) | > loss_kl: 3.201371908187866 (3.1361514692721157) | > loss_feat: 6.595448017120361 (6.977435568104619) | > loss_mel: 15.81891918182373 (17.30962334508481) | > loss_duration: 2.326418399810791 (2.382536556409753) | > loss_1: 30.296964645385742 (32.0893494979195)  --> STEP: 24 | > loss_disc: 2.5457305908203125 (2.3571838239828744) | > loss_disc_real_0: 0.12309111654758453 (0.11566152392576139) | > loss_disc_real_1: 0.22939549386501312 (0.22150246612727642) | > loss_disc_real_2: 0.23286034166812897 (0.20275848917663097) | > loss_disc_real_3: 0.27760738134384155 (0.22929378226399422) | > loss_disc_real_4: 0.2277444452047348 (0.20574070264895758) | > loss_disc_real_5: 0.25408560037612915 (0.21522577541569868) | > loss_0: 2.5457305908203125 (2.3571838239828744) | > loss_gen: 2.18919038772583 (2.2796687682469687) | > loss_kl: 2.5802218914031982 (3.112987736860911) | > loss_feat: 6.3931355476379395 (6.953089733918508) | > loss_mel: 16.891637802124023 (17.292207280794777) | > loss_duration: 2.435636043548584 (2.3847490350405374) | > loss_1: 30.48982048034668 (32.02270245552063)  --> STEP: 25 | > loss_disc: 2.670684576034546 (2.3697238540649415) | > loss_disc_real_0: 0.1671735644340515 (0.11772200554609298) | > loss_disc_real_1: 0.3007800877094269 (0.22467357099056243) | > loss_disc_real_2: 0.22768399119377136 (0.20375550925731659) | > loss_disc_real_3: 0.2606217861175537 (0.2305469024181366) | > loss_disc_real_4: 0.20547188818454742 (0.20572995007038117) | > loss_disc_real_5: 0.26142293214797974 (0.21707366168498993) | > loss_0: 2.670684576034546 (2.3697238540649415) | > loss_gen: 2.0285727977752686 (2.2696249294281006) | > loss_kl: 2.7430691719055176 (3.0981909942626955) | > loss_feat: 4.390267372131348 (6.8505768394470214) | > loss_mel: 12.058882713317871 (17.0828742980957) | > loss_duration: 2.419013023376465 (2.386119594573975) | > loss_1: 23.63980484008789 (31.68738655090332)  --> STEP: 26 | > loss_disc: 2.680776596069336 (2.38168742106511) | > loss_disc_real_0: 0.23520278930664062 (0.12224049722919098) | > loss_disc_real_1: 0.22302204370498657 (0.22461005071034798) | > loss_disc_real_2: 0.16820994019508362 (0.20238837198569223) | > loss_disc_real_3: 0.2082347720861435 (0.2296887435592138) | > loss_disc_real_4: 0.20349597930908203 (0.20564402811802351) | > loss_disc_real_5: 0.3035340905189514 (0.22039906279398844) | > loss_0: 2.680776596069336 (2.38168742106511) | > loss_gen: 1.8805263042449951 (2.254659597690289) | > loss_kl: 2.3545424938201904 (3.0695891288610606) | > loss_feat: 3.579092502593994 (6.724750518798828) | > loss_mel: 9.362289428710938 (16.785928726196286) | > loss_duration: 2.30033016204834 (2.3828200010152965) | > loss_1: 19.47677993774414 (31.21774783501258) --> EVAL PERFORMANCE | > avg_loader_time: 0.002472217266376202 (-3.801859342134929e-05) | > avg_loss_disc: 2.38168742106511 (-0.07563887192652752) | > avg_loss_disc_real_0: 0.12224049722919098 (-0.009079245993724255) | > avg_loss_disc_real_1: 0.22461005071034798 (-0.021562703526937038) | > avg_loss_disc_real_2: 0.20238837198569223 (-0.023440790291015923) | > avg_loss_disc_real_3: 0.2296887435592138 (-0.017249138882526993) | > avg_loss_disc_real_4: 0.20564402811802351 (-0.02680649837622276) | > avg_loss_disc_real_5: 0.22039906279398844 (-0.007250313575451195) | > avg_loss_0: 2.38168742106511 (-0.07563887192652752) | > avg_loss_gen: 2.254659597690289 (-0.10028748787366393) | > avg_loss_kl: 3.0695891288610606 (+0.11176492159183216) | > avg_loss_feat: 6.724750518798828 (+0.4879125631772556) | > avg_loss_mel: 16.785928726196286 (-0.08220346157368041) | > avg_loss_duration: 2.3828200010152965 (+0.00408615515782218) | > avg_loss_1: 31.21774783501258 (+0.4212724979107172)  > EPOCH: 981/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:48:17)   --> TIME: 2024-06-12 10:48:25 -- STEP: 19/330 -- GLOBAL_STEP: 411750 | > loss_disc: 2.3107285499572754 (2.318708746056808) | > loss_disc_real_0: 0.11721442639827728 (0.10262129671479527) | > loss_disc_real_1: 0.20463353395462036 (0.19302425729601005) | > loss_disc_real_2: 0.20992635190486908 (0.21003655305034236) | > loss_disc_real_3: 0.21259179711341858 (0.22729481913541494) | > loss_disc_real_4: 0.20736292004585266 (0.2270355240294808) | > loss_disc_real_5: 0.21324385702610016 (0.21915319169822492) | > loss_0: 2.3107285499572754 (2.318708746056808) | > grad_norm_0: tensor(7.4406, device='cuda:0') (tensor(8.5093, device='cuda:0')) | > loss_gen: 2.40655517578125 (2.497078494021767) | > loss_kl: 1.7889734506607056 (1.9505896819265265) | > loss_feat: 8.134886741638184 (6.867493554165489) | > loss_mel: 16.99128532409668 (17.15102105391653) | > loss_duration: 1.9499919414520264 (2.0280792901390483) | > loss_1: 31.271692276000977 (30.49426219337865) | > grad_norm_1: tensor(108.1685, device='cuda:0') (tensor(102.8539, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.3521 (0.36509889050533895) | > loader_time: 0.0029 (0.0033073801743356804)  --> TIME: 2024-06-12 10:48:35 -- STEP: 44/330 -- GLOBAL_STEP: 411775 | > loss_disc: 2.462847948074341 (2.3256301771510732) | > loss_disc_real_0: 0.15084339678287506 (0.10320050413296981) | > loss_disc_real_1: 0.22577591240406036 (0.19522453065622936) | > loss_disc_real_2: 0.25441908836364746 (0.20787598700685936) | > loss_disc_real_3: 0.25819873809814453 (0.2280116653577848) | > loss_disc_real_4: 0.2247786521911621 (0.2304302267730236) | > loss_disc_real_5: 0.2292991280555725 (0.22041281007907607) | > loss_0: 2.462847948074341 (2.3256301771510732) | > grad_norm_0: tensor(4.3899, device='cuda:0') (tensor(7.8256, device='cuda:0')) | > loss_gen: 2.423105239868164 (2.5013658295978205) | > loss_kl: 1.9509276151657104 (1.9803833582184531) | > loss_feat: 7.1435089111328125 (6.983111587437716) | > loss_mel: 16.918312072753906 (17.180822415785354) | > loss_duration: 1.9166178703308105 (1.982105989347805) | > loss_1: 30.35247230529785 (30.627789280631326) | > grad_norm_1: tensor(77.6092, device='cuda:0') (tensor(82.3731, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.3632 (0.36662353168834355) | > loader_time: 0.0033 (0.003494441509246826)  --> TIME: 2024-06-12 10:48:44 -- STEP: 69/330 -- GLOBAL_STEP: 411800 | > loss_disc: 2.401136636734009 (2.343789525654005) | > loss_disc_real_0: 0.09892459213733673 (0.10379433270165886) | > loss_disc_real_1: 0.17146293818950653 (0.1941609846940939) | > loss_disc_real_2: 0.2542981505393982 (0.209720010774723) | > loss_disc_real_3: 0.21162474155426025 (0.22898674594319385) | > loss_disc_real_4: 0.22673074901103973 (0.23097598207169684) | > loss_disc_real_5: 0.2188989520072937 (0.22163097884344019) | > loss_0: 2.401136636734009 (2.343789525654005) | > grad_norm_0: tensor(15.8140, device='cuda:0') (tensor(8.1966, device='cuda:0')) | > loss_gen: 2.397207021713257 (2.4820242204527934) | > loss_kl: 1.964400053024292 (1.9782829682032268) | > loss_feat: 6.611214637756348 (6.995558517566626) | > loss_mel: 15.729696273803711 (17.1081251890763) | > loss_duration: 1.9308388233184814 (1.9715884647507598) | > loss_1: 28.633358001708984 (30.53557943261188) | > grad_norm_1: tensor(151.9436, device='cuda:0') (tensor(81.1316, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.3616 (0.3689121612604115) | > loader_time: 0.0036 (0.0035906287207119704)  --> TIME: 2024-06-12 10:48:54 -- STEP: 94/330 -- GLOBAL_STEP: 411825 | > loss_disc: 2.4018993377685547 (2.3453792485784972) | > loss_disc_real_0: 0.14859750866889954 (0.10656286787955051) | > loss_disc_real_1: 0.2071140557527542 (0.19411289026128484) | > loss_disc_real_2: 0.24351373314857483 (0.20872514821747515) | > loss_disc_real_3: 0.24301265180110931 (0.22771488589809297) | > loss_disc_real_4: 0.248996302485466 (0.232517106418914) | > loss_disc_real_5: 0.22920645773410797 (0.22325902765101574) | > loss_0: 2.4018993377685547 (2.3453792485784972) | > grad_norm_0: tensor(10.0424, device='cuda:0') (tensor(8.6017, device='cuda:0')) | > loss_gen: 2.5659408569335938 (2.4821897922678198) | > loss_kl: 1.9964598417282104 (1.9821599455589944) | > loss_feat: 6.770817279815674 (6.964171754552963) | > loss_mel: 16.86847686767578 (17.077042153541072) | > loss_duration: 1.9996856451034546 (1.9709247274601713) | > loss_1: 30.201379776000977 (30.476488438058407) | > grad_norm_1: tensor(198.9270, device='cuda:0') (tensor(81.5683, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.3827 (0.3701710016169447) | > loader_time: 0.0041 (0.0036586573783387527)  --> TIME: 2024-06-12 10:49:03 -- STEP: 119/330 -- GLOBAL_STEP: 411850 | > loss_disc: 2.2997045516967773 (2.3458636147635303) | > loss_disc_real_0: 0.11187334358692169 (0.10697350378672615) | > loss_disc_real_1: 0.17782321572303772 (0.1934103248249583) | > loss_disc_real_2: 0.21456195414066315 (0.20819137439507396) | > loss_disc_real_3: 0.21307188272476196 (0.22854733917893483) | > loss_disc_real_4: 0.2086935192346573 (0.23358366557029114) | > loss_disc_real_5: 0.23658530414104462 (0.2238803354381513) | > loss_0: 2.2997045516967773 (2.3458636147635303) | > grad_norm_0: tensor(5.1464, device='cuda:0') (tensor(8.3746, device='cuda:0')) | > loss_gen: 2.5694828033447266 (2.484932092057557) | > loss_kl: 2.0232439041137695 (1.9868582026297306) | > loss_feat: 7.603865146636963 (6.990346816407532) | > loss_mel: 17.158180236816406 (17.097256588334794) | > loss_duration: 1.972071886062622 (1.9734660046441215) | > loss_1: 31.326845169067383 (30.532859786217955) | > grad_norm_1: tensor(41.9757, device='cuda:0') (tensor(80.7436, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.4035 (0.3725194931030274) | > loader_time: 0.0044 (0.0037736391820827452)  --> TIME: 2024-06-12 10:49:13 -- STEP: 144/330 -- GLOBAL_STEP: 411875 | > loss_disc: 2.290890693664551 (2.354653999209402) | > loss_disc_real_0: 0.09090941399335861 (0.1088463149499148) | > loss_disc_real_1: 0.1772821843624115 (0.19372139426155222) | > loss_disc_real_2: 0.20395156741142273 (0.20952231623232365) | > loss_disc_real_3: 0.2093774378299713 (0.22983483928773138) | > loss_disc_real_4: 0.21890684962272644 (0.23275244422256947) | > loss_disc_real_5: 0.21423369646072388 (0.22386576255990404) | > loss_0: 2.290890693664551 (2.354653999209402) | > grad_norm_0: tensor(14.5534, device='cuda:0') (tensor(8.5738, device='cuda:0')) | > loss_gen: 2.5205225944519043 (2.476725008752611) | > loss_kl: 2.0169737339019775 (1.995529064701663) | > loss_feat: 7.239431381225586 (6.98090633087688) | > loss_mel: 18.00385856628418 (17.08904356426663) | > loss_duration: 1.9742987155914307 (1.9796592974000506) | > loss_1: 31.755084991455078 (30.521863341331482) | > grad_norm_1: tensor(60.9773, device='cuda:0') (tensor(85.3095, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.4123 (0.375067401263449) | > loader_time: 0.0048 (0.0038958224985334608)  --> TIME: 2024-06-12 10:49:23 -- STEP: 169/330 -- GLOBAL_STEP: 411900 | > loss_disc: 2.380622386932373 (2.3589450410131874) | > loss_disc_real_0: 0.09975133836269379 (0.11041297130947987) | > loss_disc_real_1: 0.19703134894371033 (0.1942063808088472) | > loss_disc_real_2: 0.20992209017276764 (0.20999688112876824) | > loss_disc_real_3: 0.2072584629058838 (0.22972163672630602) | > loss_disc_real_4: 0.22003763914108276 (0.23300337897249934) | > loss_disc_real_5: 0.2500416338443756 (0.22355303864859974) | > loss_0: 2.380622386932373 (2.3589450410131874) | > grad_norm_0: tensor(16.2520, device='cuda:0') (tensor(9.3396, device='cuda:0')) | > loss_gen: 2.4204788208007812 (2.4763714942706407) | > loss_kl: 2.127823829650879 (2.0037265183657578) | > loss_feat: 7.038715362548828 (6.97852071784657) | > loss_mel: 16.656391143798828 (17.094600384051994) | > loss_duration: 2.0456933975219727 (1.9857383077666604) | > loss_1: 30.289100646972656 (30.538957482964328) | > grad_norm_1: tensor(117.9333, device='cuda:0') (tensor(97.6612, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.3772 (0.378615269294152) | > loader_time: 0.0046 (0.003995216809786282)  --> TIME: 2024-06-12 10:49:34 -- STEP: 194/330 -- GLOBAL_STEP: 411925 | > loss_disc: 2.362799644470215 (2.362607849012946) | > loss_disc_real_0: 0.1304178535938263 (0.1119766009337816) | > loss_disc_real_1: 0.18928262591362 (0.19450133124884872) | > loss_disc_real_2: 0.1965317577123642 (0.2100505083031261) | > loss_disc_real_3: 0.23357202112674713 (0.23014470558498323) | > loss_disc_real_4: 0.26496756076812744 (0.23338139133969532) | > loss_disc_real_5: 0.26907944679260254 (0.22373306090684286) | > loss_0: 2.362799644470215 (2.362607849012946) | > grad_norm_0: tensor(20.5821, device='cuda:0') (tensor(10.1416, device='cuda:0')) | > loss_gen: 2.464812755584717 (2.473948004319496) | > loss_kl: 2.1389999389648438 (2.0071852919981645) | > loss_feat: 6.907378673553467 (6.963970297390651) | > loss_mel: 16.400299072265625 (17.054152316653862) | > loss_duration: 2.0195608139038086 (1.9942401856491245) | > loss_1: 29.931053161621094 (30.493496147627685) | > grad_norm_1: tensor(225.8642, device='cuda:0') (tensor(116.0647, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.3969 (0.3814510180778112) | > loader_time: 0.0051 (0.004146789767078517)  --> TIME: 2024-06-12 10:49:44 -- STEP: 219/330 -- GLOBAL_STEP: 411950 | > loss_disc: 2.437335968017578 (2.3653938998914756) | > loss_disc_real_0: 0.14782509207725525 (0.11365700416164855) | > loss_disc_real_1: 0.2270718514919281 (0.194943579772836) | > loss_disc_real_2: 0.22267869114875793 (0.210508161211667) | > loss_disc_real_3: 0.2330537736415863 (0.22983807815264348) | > loss_disc_real_4: 0.21914425492286682 (0.23332178579073518) | > loss_disc_real_5: 0.2608804702758789 (0.2237832277468895) | > loss_0: 2.437335968017578 (2.3653938998914756) | > grad_norm_0: tensor(48.0534, device='cuda:0') (tensor(11.7660, device='cuda:0')) | > loss_gen: 2.4222049713134766 (2.474680209268718) | > loss_kl: 2.1041171550750732 (2.0125430473998263) | > loss_feat: 6.9783034324646 (6.952394317818558) | > loss_mel: 16.75166893005371 (16.996105951805653) | > loss_duration: 2.0797038078308105 (2.0027426454030217) | > loss_1: 30.33599853515625 (30.43846618094945) | > grad_norm_1: tensor(468.4891, device='cuda:0') (tensor(138.1825, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.4016 (0.3833469136120523) | > loader_time: 0.0055 (0.004259008250824393)  --> TIME: 2024-06-12 10:49:54 -- STEP: 244/330 -- GLOBAL_STEP: 411975 | > loss_disc: 2.336407423019409 (2.364246518885504) | > loss_disc_real_0: 0.1172405332326889 (0.11438506995862135) | > loss_disc_real_1: 0.227593332529068 (0.19541966231142888) | > loss_disc_real_2: 0.2344389110803604 (0.21087943084660124) | > loss_disc_real_3: 0.21608437597751617 (0.2301854581617918) | > loss_disc_real_4: 0.25200945138931274 (0.23289521056853357) | > loss_disc_real_5: 0.21346455812454224 (0.2215082564803421) | > loss_0: 2.336407423019409 (2.364246518885504) | > grad_norm_0: tensor(11.4928, device='cuda:0') (tensor(13.4329, device='cuda:0')) | > loss_gen: 2.5747671127319336 (2.4837602034944) | > loss_kl: 2.1293299198150635 (2.019559577840273) | > loss_feat: 6.801510810852051 (6.970515944918647) | > loss_mel: 16.255285263061523 (16.9667287107374) | > loss_duration: 2.02925705909729 (2.0121081148991817) | > loss_1: 29.790151596069336 (30.45267255970689) | > grad_norm_1: tensor(575.1518, device='cuda:0') (tensor(164.7373, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.4439 (0.3865363021365933) | > loader_time: 0.0053 (0.004382196997032793)  --> TIME: 2024-06-12 10:50:05 -- STEP: 269/330 -- GLOBAL_STEP: 412000 | > loss_disc: 2.464655876159668 (2.3641871599459745) | > loss_disc_real_0: 0.1069229319691658 (0.11448440796325197) | > loss_disc_real_1: 0.18868698179721832 (0.19546381647258887) | > loss_disc_real_2: 0.22599603235721588 (0.21074643082999828) | > loss_disc_real_3: 0.26366037130355835 (0.23030723498434824) | > loss_disc_real_4: 0.2574352025985718 (0.23271731157063552) | > loss_disc_real_5: 0.25067976117134094 (0.22105567284676228) | > loss_0: 2.464655876159668 (2.3641871599459745) | > grad_norm_0: tensor(35.1097, device='cuda:0') (tensor(15.0290, device='cuda:0')) | > loss_gen: 2.5187935829162598 (2.4901020402801968) | > loss_kl: 2.097221851348877 (2.026328055832021) | > loss_feat: 6.793283462524414 (6.991580865640178) | > loss_mel: 15.683640480041504 (16.934622753951643) | > loss_duration: 2.1199963092803955 (2.0208850199405144) | > loss_1: 29.212936401367188 (30.463518709941425) | > grad_norm_1: tensor(678.4176, device='cuda:0') (tensor(189.0062, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.4435 (0.3903332474506479) | > loader_time: 0.0061 (0.004516935703036511) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_412000.pth  --> TIME: 2024-06-12 10:50:22 -- STEP: 294/330 -- GLOBAL_STEP: 412025 | > loss_disc: 2.4536759853363037 (2.3664908587527123) | > loss_disc_real_0: 0.12145273387432098 (0.1154408836927341) | > loss_disc_real_1: 0.13886421918869019 (0.19608705364117007) | > loss_disc_real_2: 0.2101813554763794 (0.21067726003880405) | > loss_disc_real_3: 0.23404301702976227 (0.23057629254196776) | > loss_disc_real_4: 0.2299833446741104 (0.23298829545577368) | > loss_disc_real_5: 0.2538810670375824 (0.2213077441263361) | > loss_0: 2.4536759853363037 (2.3664908587527123) | > grad_norm_0: tensor(34.0365, device='cuda:0') (tensor(16.1140, device='cuda:0')) | > loss_gen: 2.333883285522461 (2.4889822160305624) | > loss_kl: 2.0821025371551514 (2.0294351297981876) | > loss_feat: 7.507205963134766 (6.996420424000746) | > loss_mel: 16.78879737854004 (16.89415368255305) | > loss_duration: 2.1747078895568848 (2.0317636144404503) | > loss_1: 30.886695861816406 (30.440755020193503) | > grad_norm_1: tensor(551.8665, device='cuda:0') (tensor(212.0990, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.4621 (0.3961590041919632) | > loader_time: 0.0069 (0.004700530953958731)  --> TIME: 2024-06-12 10:50:35 -- STEP: 319/330 -- GLOBAL_STEP: 412050 | > loss_disc: 2.43440842628479 (2.3712192897138933) | > loss_disc_real_0: 0.15143172442913055 (0.11692411224810308) | > loss_disc_real_1: 0.17398764193058014 (0.19655720030065618) | > loss_disc_real_2: 0.23310935497283936 (0.21117832056220423) | > loss_disc_real_3: 0.21383237838745117 (0.23068141769092285) | > loss_disc_real_4: 0.23751123249530792 (0.23305813781333193) | > loss_disc_real_5: 0.23309163749217987 (0.22140132965152168) | > loss_0: 2.43440842628479 (2.3712192897138933) | > grad_norm_0: tensor(31.6700, device='cuda:0') (tensor(16.9884, device='cuda:0')) | > loss_gen: 2.4279708862304688 (2.4848429685849753) | > loss_kl: 2.090818166732788 (2.0360238809944304) | > loss_feat: 7.29683256149292 (7.004916349548531) | > loss_mel: 16.838253021240234 (16.850639274501514) | > loss_duration: 2.233847141265869 (2.046239438849182) | > loss_1: 30.887720108032227 (30.42266186202955) | > grad_norm_1: tensor(525.9112, device='cuda:0') (tensor(228.5977, device='cuda:0')) | > current_lr_0: 0.00017691770869678484 | > current_lr_1: 0.00017691770869678484 | > step_time: 0.5521 (0.40554253285207736) | > loader_time: 0.0085 (0.004925982705478009)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.482537269592285 (2.482537269592285) | > loss_disc_real_0: 0.12285836040973663 (0.12285836040973663) | > loss_disc_real_1: 0.24635587632656097 (0.24635587632656097) | > loss_disc_real_2: 0.21952484548091888 (0.21952484548091888) | > loss_disc_real_3: 0.21868544816970825 (0.21868544816970825) | > loss_disc_real_4: 0.2554972469806671 (0.2554972469806671) | > loss_disc_real_5: 0.3009696900844574 (0.3009696900844574) | > loss_0: 2.482537269592285 (2.482537269592285) | > loss_gen: 2.3226845264434814 (2.3226845264434814) | > loss_kl: 1.9102683067321777 (1.9102683067321777) | > loss_feat: 7.407071113586426 (7.407071113586426) | > loss_mel: 16.509286880493164 (16.509286880493164) | > loss_duration: 3.233532667160034 (3.233532667160034) | > loss_1: 31.382843017578125 (31.382843017578125)  --> STEP: 1 | > loss_disc: 2.477017402648926 (2.477017402648926) | > loss_disc_real_0: 0.1171949952840805 (0.1171949952840805) | > loss_disc_real_1: 0.18852964043617249 (0.18852964043617249) | > loss_disc_real_2: 0.19333812594413757 (0.19333812594413757) | > loss_disc_real_3: 0.2294868379831314 (0.2294868379831314) | > loss_disc_real_4: 0.2878011465072632 (0.2878011465072632) | > loss_disc_real_5: 0.33405834436416626 (0.33405834436416626) | > loss_0: 2.477017402648926 (2.477017402648926) | > loss_gen: 2.409550189971924 (2.409550189971924) | > loss_kl: 2.740489959716797 (2.740489959716797) | > loss_feat: 6.38913106918335 (6.38913106918335) | > loss_mel: 16.098939895629883 (16.098939895629883) | > loss_duration: 2.523092269897461 (2.523092269897461) | > loss_1: 30.161203384399414 (30.161203384399414)  --> STEP: 2 | > loss_disc: 2.2292542457580566 (2.353135824203491) | > loss_disc_real_0: 0.08943746238946915 (0.10331622883677483) | > loss_disc_real_1: 0.26403793692588806 (0.22628378868103027) | > loss_disc_real_2: 0.21112753450870514 (0.20223283022642136) | > loss_disc_real_3: 0.18698039650917053 (0.20823361724615097) | > loss_disc_real_4: 0.21040959656238556 (0.24910537153482437) | > loss_disc_real_5: 0.15177731215953827 (0.24291782826185226) | > loss_0: 2.2292542457580566 (2.353135824203491) | > loss_gen: 2.3928072452545166 (2.40117871761322) | > loss_kl: 3.2725133895874023 (3.0065016746520996) | > loss_feat: 5.652336597442627 (6.020733833312988) | > loss_mel: 17.637149810791016 (16.86804485321045) | > loss_duration: 2.525383234024048 (2.5242377519607544) | > loss_1: 31.48019027709961 (30.82069683074951)  --> STEP: 3 | > loss_disc: 2.2673940658569336 (2.324555238087972) | > loss_disc_real_0: 0.13770729303359985 (0.11477991690238316) | > loss_disc_real_1: 0.21282799541950226 (0.22179852426052094) | > loss_disc_real_2: 0.19298647344112396 (0.1991507112979889) | > loss_disc_real_3: 0.2136286497116089 (0.21003196140130362) | > loss_disc_real_4: 0.1927306354045868 (0.23031379282474518) | > loss_disc_real_5: 0.16997845470905304 (0.21860470374425253) | > loss_0: 2.2673940658569336 (2.324555238087972) | > loss_gen: 2.35738468170166 (2.3865807056427) | > loss_kl: 3.668198823928833 (3.2270673910776773) | > loss_feat: 6.9931745529174805 (6.344880739847819) | > loss_mel: 16.16703224182129 (16.634373982747395) | > loss_duration: 2.427879810333252 (2.4921184380849204) | > loss_1: 31.613670349121094 (31.08502133687337)  --> STEP: 4 | > loss_disc: 2.452049493789673 (2.356428802013397) | > loss_disc_real_0: 0.21726688742637634 (0.14040165953338146) | > loss_disc_real_1: 0.158583864569664 (0.2059948593378067) | > loss_disc_real_2: 0.2449754923582077 (0.2106069065630436) | > loss_disc_real_3: 0.25666433572769165 (0.22169005498290062) | > loss_disc_real_4: 0.2650885581970215 (0.23900748416781425) | > loss_disc_real_5: 0.24739687144756317 (0.22580274567008018) | > loss_0: 2.452049493789673 (2.356428802013397) | > loss_gen: 2.402545690536499 (2.39057195186615) | > loss_kl: 3.6613824367523193 (3.335646152496338) | > loss_feat: 6.3077898025512695 (6.335608005523682) | > loss_mel: 17.915014266967773 (16.95453405380249) | > loss_duration: 2.4673805236816406 (2.4859339594841003) | > loss_1: 32.754112243652344 (31.502294063568115)  --> STEP: 5 | > loss_disc: 2.291046380996704 (2.3433523178100586) | > loss_disc_real_0: 0.12560433149337769 (0.1374421939253807) | > loss_disc_real_1: 0.23312464356422424 (0.21142081618309022) | > loss_disc_real_2: 0.18779928982257843 (0.20604538321495056) | > loss_disc_real_3: 0.24175608158111572 (0.22570326030254365) | > loss_disc_real_4: 0.2092885822057724 (0.2330637037754059) | > loss_disc_real_5: 0.22085723280906677 (0.2248136430978775) | > loss_0: 2.291046380996704 (2.3433523178100586) | > loss_gen: 2.429882287979126 (2.398434019088745) | > loss_kl: 3.786855459213257 (3.425888013839722) | > loss_feat: 5.752957344055176 (6.21907787322998) | > loss_mel: 18.340091705322266 (17.231645584106445) | > loss_duration: 2.3472588062286377 (2.4581989288330077) | > loss_1: 32.657047271728516 (31.733244705200196)  --> STEP: 6 | > loss_disc: 2.212475538253784 (2.321539521217346) | > loss_disc_real_0: 0.11168278753757477 (0.13314895952741304) | > loss_disc_real_1: 0.25581440329551697 (0.21881974736849466) | > loss_disc_real_2: 0.2046697735786438 (0.20581611494223276) | > loss_disc_real_3: 0.1871281862258911 (0.21927408128976822) | > loss_disc_real_4: 0.17795683443546295 (0.22387922555208206) | > loss_disc_real_5: 0.17596153914928436 (0.21667162577311197) | > loss_0: 2.212475538253784 (2.321539521217346) | > loss_gen: 2.499798536300659 (2.415328105290731) | > loss_kl: 2.557431936264038 (3.2811453342437744) | > loss_feat: 7.087358474731445 (6.363791306813558) | > loss_mel: 17.99142074584961 (17.358274777730305) | > loss_duration: 2.269984722137451 (2.4268298943837485) | > loss_1: 32.4059944152832 (31.845369656880695)  --> STEP: 7 | > loss_disc: 2.239391326904297 (2.3098040648869107) | > loss_disc_real_0: 0.07894668728113174 (0.1254057777779443) | > loss_disc_real_1: 0.19954238831996918 (0.21606583893299103) | > loss_disc_real_2: 0.22164659202098846 (0.2080776116677693) | > loss_disc_real_3: 0.23116470873355865 (0.22097274235316686) | > loss_disc_real_4: 0.2970259487628937 (0.23432875743934087) | > loss_disc_real_5: 0.25084736943244934 (0.22155387486730302) | > loss_0: 2.239391326904297 (2.3098040648869107) | > loss_gen: 2.8613436222076416 (2.4790446077074324) | > loss_kl: 4.786149024963379 (3.496145861489432) | > loss_feat: 7.3068461418151855 (6.498513426099505) | > loss_mel: 17.712963104248047 (17.408944538661412) | > loss_duration: 2.613612651824951 (2.4535131454467773) | > loss_1: 35.280914306640625 (32.33616174970354)  --> STEP: 8 | > loss_disc: 2.5034940242767334 (2.3340153098106384) | > loss_disc_real_0: 0.2013544738292694 (0.13489936478435993) | > loss_disc_real_1: 0.16031844913959503 (0.20909741520881653) | > loss_disc_real_2: 0.25203248858451843 (0.21357197128236294) | > loss_disc_real_3: 0.2709920108318329 (0.2272251509130001) | > loss_disc_real_4: 0.26377809047698975 (0.23800992406904697) | > loss_disc_real_5: 0.2176886796951294 (0.22107072547078133) | > loss_0: 2.5034940242767334 (2.3340153098106384) | > loss_gen: 2.384260892868042 (2.4671966433525085) | > loss_kl: 3.359133243560791 (3.479019284248352) | > loss_feat: 7.153834342956543 (6.5804285407066345) | > loss_mel: 17.837175369262695 (17.462473392486572) | > loss_duration: 2.3040661811828613 (2.434832274913788) | > loss_1: 33.03847122192383 (32.42395043373108)  --> STEP: 9 | > loss_disc: 2.2760894298553467 (2.3275791009267173) | > loss_disc_real_0: 0.14119575917720795 (0.13559896416134304) | > loss_disc_real_1: 0.22756753861904144 (0.21114965114328596) | > loss_disc_real_2: 0.17625992000102997 (0.20942618780665928) | > loss_disc_real_3: 0.13248582184314728 (0.21669855879412758) | > loss_disc_real_4: 0.20084960758686066 (0.2338810000154707) | > loss_disc_real_5: 0.22996623814105988 (0.22205911576747894) | > loss_0: 2.2760894298553467 (2.3275791009267173) | > loss_gen: 2.369997501373291 (2.456396738688151) | > loss_kl: 2.668097496032715 (3.3889168633355036) | > loss_feat: 9.662041664123535 (6.922829998864068) | > loss_mel: 18.302995681762695 (17.555864757961697) | > loss_duration: 2.201521158218384 (2.408908817503187) | > loss_1: 35.204654693603516 (32.732917573716904)  --> STEP: 10 | > loss_disc: 2.733809232711792 (2.3682021141052245) | > loss_disc_real_0: 0.2395288050174713 (0.14599194824695588) | > loss_disc_real_1: 0.23026274144649506 (0.21306096017360687) | > loss_disc_real_2: 0.18582135438919067 (0.2070657044649124) | > loss_disc_real_3: 0.2005137950181961 (0.21508008241653442) | > loss_disc_real_4: 0.23454950749874115 (0.23394785076379776) | > loss_disc_real_5: 0.2483149766921997 (0.224684701859951) | > loss_0: 2.733809232711792 (2.3682021141052245) | > loss_gen: 1.8937695026397705 (2.400134015083313) | > loss_kl: 2.3285789489746094 (3.282883071899414) | > loss_feat: 4.3971052169799805 (6.670257520675659) | > loss_mel: 13.323623657226562 (17.132640647888184) | > loss_duration: 2.441288948059082 (2.4121468305587768) | > loss_1: 24.384368896484375 (31.898062705993652)  --> STEP: 11 | > loss_disc: 2.4414989948272705 (2.3748654668981377) | > loss_disc_real_0: 0.07886800169944763 (0.1398897712880915) | > loss_disc_real_1: 0.22986865043640137 (0.2145889320156791) | > loss_disc_real_2: 0.22813072800636292 (0.20898070660504428) | > loss_disc_real_3: 0.24353072047233582 (0.21766650405797092) | > loss_disc_real_4: 0.3002700209617615 (0.23997713896361264) | > loss_disc_real_5: 0.2722669243812561 (0.22901035845279694) | > loss_0: 2.4414989948272705 (2.3748654668981377) | > loss_gen: 2.3601033687591553 (2.3964948654174805) | > loss_kl: 4.2700700759887695 (3.3726273449984463) | > loss_feat: 6.144227027893066 (6.622436566786333) | > loss_mel: 17.630109786987305 (17.177865115079012) | > loss_duration: 2.6324191093444824 (2.432171583175659) | > loss_1: 33.036930084228516 (32.001596104015)  --> STEP: 12 | > loss_disc: 2.4592978954315186 (2.381901502609253) | > loss_disc_real_0: 0.10655467957258224 (0.1371118469784657) | > loss_disc_real_1: 0.27428683638572693 (0.21956375737984976) | > loss_disc_real_2: 0.26469412446022034 (0.21362349142630896) | > loss_disc_real_3: 0.2769206762313843 (0.22260435173908869) | > loss_disc_real_4: 0.267214834690094 (0.2422469469408194) | > loss_disc_real_5: 0.20302048325538635 (0.2268445355196794) | > loss_0: 2.4592978954315186 (2.381901502609253) | > loss_gen: 2.405449151992798 (2.3972410559654236) | > loss_kl: 2.7111423015594482 (3.31750359137853) | > loss_feat: 7.441498279571533 (6.690691709518433) | > loss_mel: 17.02029037475586 (17.16473388671875) | > loss_duration: 2.347660541534424 (2.425128996372223) | > loss_1: 31.926040649414062 (31.99529981613159)  --> STEP: 13 | > loss_disc: 2.3849854469299316 (2.382138729095459) | > loss_disc_real_0: 0.12275618314743042 (0.13600756514530915) | > loss_disc_real_1: 0.1754290908575058 (0.21616878303197715) | > loss_disc_real_2: 0.19352412223815918 (0.2120773861041436) | > loss_disc_real_3: 0.2620273232460022 (0.22563688800885126) | > loss_disc_real_4: 0.2082112729549408 (0.23962881817267492) | > loss_disc_real_5: 0.1563505083322525 (0.22142191804372346) | > loss_0: 2.3849854469299316 (2.382138729095459) | > loss_gen: 2.3700079917907715 (2.395146204875066) | > loss_kl: 2.896927833557129 (3.2851516100076528) | > loss_feat: 9.234960556030273 (6.886404697711651) | > loss_mel: 15.230583190917969 (17.015953063964844) | > loss_duration: 2.276231527328491 (2.4136753449073205) | > loss_1: 32.00871276855469 (31.996331581702595)  --> STEP: 14 | > loss_disc: 2.306561231613159 (2.376740336418152) | > loss_disc_real_0: 0.199919655919075 (0.14057271448629244) | > loss_disc_real_1: 0.1974135786294937 (0.2148291255746569) | > loss_disc_real_2: 0.2357947826385498 (0.21377148585660116) | > loss_disc_real_3: 0.24793940782546997 (0.22722992513860976) | > loss_disc_real_4: 0.27967992424964905 (0.24248961146388734) | > loss_disc_real_5: 0.20269359648227692 (0.22008418078933442) | > loss_0: 2.306561231613159 (2.376740336418152) | > loss_gen: 2.7047922611236572 (2.417263780321394) | > loss_kl: 3.618783950805664 (3.308982491493225) | > loss_feat: 6.016238212585449 (6.8242499487740655) | > loss_mel: 18.337482452392578 (17.110348020281112) | > loss_duration: 2.406231164932251 (2.413143617766244) | > loss_1: 33.083526611328125 (32.07398836953299)  --> STEP: 15 | > loss_disc: 2.448521852493286 (2.3815257708231607) | > loss_disc_real_0: 0.14582347869873047 (0.1409227654337883) | > loss_disc_real_1: 0.27655747532844543 (0.21894434889157613) | > loss_disc_real_2: 0.25162482261657715 (0.21629504164059957) | > loss_disc_real_3: 0.23298510909080505 (0.2276136040687561) | > loss_disc_real_4: 0.23785851895809174 (0.24218087196350097) | > loss_disc_real_5: 0.1780998855829239 (0.21728522777557374) | > loss_0: 2.448521852493286 (2.3815257708231607) | > loss_gen: 2.483090877532959 (2.421652253468831) | > loss_kl: 3.5991060733795166 (3.328324063618978) | > loss_feat: 7.86458683013916 (6.8936057408650715) | > loss_mel: 18.897769927978516 (17.22950948079427) | > loss_duration: 2.4239935874938965 (2.413866949081421) | > loss_1: 35.2685432434082 (32.286958694458)  --> STEP: 16 | > loss_disc: 2.8212361335754395 (2.4090076684951782) | > loss_disc_real_0: 0.16336362063884735 (0.1423253188841045) | > loss_disc_real_1: 0.2625419497489929 (0.22166919894516468) | > loss_disc_real_2: 0.32670336961746216 (0.22319556213915348) | > loss_disc_real_3: 0.26231372356414795 (0.2297823615372181) | > loss_disc_real_4: 0.25770625472068787 (0.24315120838582516) | > loss_disc_real_5: 0.23633016645908356 (0.2184755364432931) | > loss_0: 2.8212361335754395 (2.4090076684951782) | > loss_gen: 2.050461530685425 (2.3984528332948685) | > loss_kl: 2.6996185779571533 (3.289029970765114) | > loss_feat: 5.5324387550354 (6.808532804250717) | > loss_mel: 14.361427307128906 (17.050254344940186) | > loss_duration: 2.4361510276794434 (2.4152597039937973) | > loss_1: 27.080097198486328 (31.96152985095977)  --> STEP: 17 | > loss_disc: 2.491551399230957 (2.413863182067871) | > loss_disc_real_0: 0.18101337552070618 (0.14460108692155166) | > loss_disc_real_1: 0.2465759813785553 (0.22313430379418767) | > loss_disc_real_2: 0.22910858690738678 (0.22354338712552013) | > loss_disc_real_3: 0.21375155448913574 (0.2288393728873309) | > loss_disc_real_4: 0.24747289717197418 (0.2434054253732457) | > loss_disc_real_5: 0.31782156229019165 (0.22431942031664007) | > loss_0: 2.491551399230957 (2.413863182067871) | > loss_gen: 2.4713857173919678 (2.402743002947639) | > loss_kl: 2.3849174976348877 (3.2358468841103947) | > loss_feat: 6.150230884552002 (6.769809161915498) | > loss_mel: 17.069028854370117 (17.051358727847827) | > loss_duration: 2.535841226577759 (2.42235273473403) | > loss_1: 30.611404418945312 (31.882110707900097)  --> STEP: 18 | > loss_disc: 2.312425136566162 (2.408227735095554) | > loss_disc_real_0: 0.054446883499622345 (0.1395925200647778) | > loss_disc_real_1: 0.14715367555618286 (0.21891315778096518) | > loss_disc_real_2: 0.20807477831840515 (0.22268401996956932) | > loss_disc_real_3: 0.17341287434101105 (0.2257601229680909) | > loss_disc_real_4: 0.15562839806079865 (0.23852892385588753) | > loss_disc_real_5: 0.18352821469306946 (0.2220532422264417) | > loss_0: 2.312425136566162 (2.408227735095554) | > loss_gen: 2.240180015563965 (2.393711725870768) | > loss_kl: 2.6438217163085938 (3.2029565970102944) | > loss_feat: 11.181497573852539 (7.014902962578668) | > loss_mel: 17.69664192199707 (17.087207794189453) | > loss_duration: 2.2874603271484375 (2.4148587120903864) | > loss_1: 36.04960250854492 (32.11363803015814)  --> STEP: 19 | > loss_disc: 2.494699239730835 (2.4127788669184635) | > loss_disc_real_0: 0.1509864628314972 (0.1401922012630262) | > loss_disc_real_1: 0.21995793282985687 (0.21896814594143316) | > loss_disc_real_2: 0.24113158881664276 (0.22365494464573107) | > loss_disc_real_3: 0.21918199956417084 (0.22541390594683194) | > loss_disc_real_4: 0.28839418292045593 (0.24115341117507533) | > loss_disc_real_5: 0.24014170467853546 (0.2230052665660256) | > loss_0: 2.494699239730835 (2.4127788669184635) | > loss_gen: 2.328038215637207 (2.39025522533216) | > loss_kl: 2.4229490756988525 (3.1619035695728503) | > loss_feat: 5.7445068359375 (6.948040008544922) | > loss_mel: 17.414018630981445 (17.104408364546927) | > loss_duration: 2.4352757930755615 (2.4159332953001322) | > loss_1: 30.34478759765625 (32.020540638973834)  --> STEP: 20 | > loss_disc: 2.4352355003356934 (2.413901698589325) | > loss_disc_real_0: 0.10904207825660706 (0.13863469511270526) | > loss_disc_real_1: 0.19069072604179382 (0.2175542749464512) | > loss_disc_real_2: 0.26689833402633667 (0.22581711411476135) | > loss_disc_real_3: 0.23357164859771729 (0.22582179307937622) | > loss_disc_real_4: 0.307914137840271 (0.24449144750833512) | > loss_disc_real_5: 0.29357749223709106 (0.22653387784957885) | > loss_0: 2.4352355003356934 (2.413901698589325) | > loss_gen: 2.5579707622528076 (2.3986410021781923) | > loss_kl: 2.374959945678711 (3.1225563883781433) | > loss_feat: 6.0210862159729 (6.901692318916321) | > loss_mel: 18.31814956665039 (17.1650954246521) | > loss_duration: 2.30440616607666 (2.4103569388389587) | > loss_1: 31.57657241821289 (31.998342227935787)  --> STEP: 21 | > loss_disc: 2.517664670944214 (2.4188427925109863) | > loss_disc_real_0: 0.10839898884296417 (0.13719489957605094) | > loss_disc_real_1: 0.24288468062877655 (0.21876048474084764) | > loss_disc_real_2: 0.16928501427173615 (0.22312510936033159) | > loss_disc_real_3: 0.24865733087062836 (0.22690919964086442) | > loss_disc_real_4: 0.207079216837883 (0.24270991271450407) | > loss_disc_real_5: 0.14643481373786926 (0.2227196367014022) | > loss_0: 2.517664670944214 (2.4188427925109863) | > loss_gen: 1.838496446609497 (2.371967451913016) | > loss_kl: 2.791140079498291 (3.1067746593838645) | > loss_feat: 3.1012678146362305 (6.720719723474412) | > loss_mel: 13.061417579650879 (16.969682193937757) | > loss_duration: 2.2120187282562256 (2.400912262144543) | > loss_1: 23.00434112548828 (31.57005646115257)  --> STEP: 22 | > loss_disc: 2.5788700580596924 (2.4261167591268364) | > loss_disc_real_0: 0.12747249007225037 (0.13675297187133273) | > loss_disc_real_1: 0.23831471800804138 (0.21964931352572006) | > loss_disc_real_2: 0.18756791949272156 (0.2215088734572584) | > loss_disc_real_3: 0.19427254796028137 (0.22542571547356519) | > loss_disc_real_4: 0.22482304275035858 (0.24189687317067926) | > loss_disc_real_5: 0.2623755633831024 (0.22452217882329767) | > loss_0: 2.5788700580596924 (2.4261167591268364) | > loss_gen: 1.971980094909668 (2.353786208412864) | > loss_kl: 2.3865320682525635 (3.0740363597869873) | > loss_feat: 4.205500602722168 (6.606391581622037) | > loss_mel: 13.83349323272705 (16.82712815024636) | > loss_duration: 2.1937882900238037 (2.3914975361390547) | > loss_1: 24.59129524230957 (31.252840042114254)  --> STEP: 23 | > loss_disc: 2.4382476806640625 (2.4266441904980205) | > loss_disc_real_0: 0.18760833144187927 (0.1389640744613565) | > loss_disc_real_1: 0.19556069374084473 (0.2186019822307255) | > loss_disc_real_2: 0.214636892080307 (0.2212100916582605) | > loss_disc_real_3: 0.2440803200006485 (0.22623678523561228) | > loss_disc_real_4: 0.2292761355638504 (0.24134814544864322) | > loss_disc_real_5: 0.21809282898902893 (0.22424264187398163) | > loss_0: 2.4382476806640625 (2.4266441904980205) | > loss_gen: 2.223609447479248 (2.348126349241837) | > loss_kl: 3.1543471813201904 (3.077528134636257) | > loss_feat: 4.170668125152588 (6.500490561775539) | > loss_mel: 15.077959060668945 (16.751077320264734) | > loss_duration: 2.3182196617126465 (2.388311541598776) | > loss_1: 26.94480323791504 (31.06553409410559)  --> STEP: 24 | > loss_disc: 2.406653881072998 (2.4258112609386444) | > loss_disc_real_0: 0.20021624863147736 (0.14151624838511154) | > loss_disc_real_1: 0.21978212893009186 (0.21865115500986576) | > loss_disc_real_2: 0.28506818413734436 (0.22387084551155567) | > loss_disc_real_3: 0.18897277116775513 (0.2246841179827849) | > loss_disc_real_4: 0.2083023488521576 (0.239971237257123) | > loss_disc_real_5: 0.1565835326910019 (0.22142351232469082) | > loss_0: 2.406653881072998 (2.4258112609386444) | > loss_gen: 2.422732353210449 (2.351234932740529) | > loss_kl: 2.659611940383911 (3.0601149598757424) | > loss_feat: 6.170917987823486 (6.486758371194203) | > loss_mel: 16.616748809814453 (16.74548029899597) | > loss_duration: 2.38254714012146 (2.3880713582038875) | > loss_1: 30.2525577545166 (31.03166007995605)  --> STEP: 25 | > loss_disc: 2.35276460647583 (2.4228893947601318) | > loss_disc_real_0: 0.12107259035110474 (0.14069850206375126) | > loss_disc_real_1: 0.16961057484149933 (0.2166895318031311) | > loss_disc_real_2: 0.30697116255760193 (0.22719485819339752) | > loss_disc_real_3: 0.22240419685840607 (0.22459292113780976) | > loss_disc_real_4: 0.20257285237312317 (0.238475301861763) | > loss_disc_real_5: 0.2554481625556946 (0.22278449833393096) | > loss_0: 2.35276460647583 (2.4228893947601318) | > loss_gen: 2.440880298614502 (2.354820747375488) | > loss_kl: 4.227141380310059 (3.1067960166931154) | > loss_feat: 6.860913276672363 (6.50172456741333) | > loss_mel: 14.724868774414062 (16.664655838012695) | > loss_duration: 2.4212546348571777 (2.3893986892700187) | > loss_1: 30.675058364868164 (31.017396011352535)  --> STEP: 26 | > loss_disc: 2.4796645641326904 (2.425073055120615) | > loss_disc_real_0: 0.1501435935497284 (0.14106177481321192) | > loss_disc_real_1: 0.16547098755836487 (0.21471958779371703) | > loss_disc_real_2: 0.19513733685016632 (0.22596187660327324) | > loss_disc_real_3: 0.09087034314870834 (0.21944974506130585) | > loss_disc_real_4: 0.12795355916023254 (0.23422446560401183) | > loss_disc_real_5: 0.13926130533218384 (0.21957206783386377) | > loss_0: 2.4796645641326904 (2.425073055120615) | > loss_gen: 1.914965033531189 (2.3379032199199377) | > loss_kl: 2.4197959899902344 (3.0803729387430043) | > loss_feat: 14.917403221130371 (6.825404515633216) | > loss_mel: 19.91650390625 (16.789726917560284) | > loss_duration: 2.3157119750976562 (2.3865645848787738) | > loss_1: 41.48438262939453 (31.419972419738766) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025205245384803186 (+4.830727210411662e-05) | > avg_loss_disc: 2.425073055120615 (+0.043385634055504774) | > avg_loss_disc_real_0: 0.14106177481321192 (+0.01882127758402094) | > avg_loss_disc_real_1: 0.21471958779371703 (-0.009890462916630954) | > avg_loss_disc_real_2: 0.22596187660327324 (+0.02357350461758101) | > avg_loss_disc_real_3: 0.21944974506130585 (-0.010238998497907936) | > avg_loss_disc_real_4: 0.23422446560401183 (+0.02858043748598832) | > avg_loss_disc_real_5: 0.21957206783386377 (-0.0008269949601246718) | > avg_loss_0: 2.425073055120615 (+0.043385634055504774) | > avg_loss_gen: 2.3379032199199377 (+0.08324362222964865) | > avg_loss_kl: 3.0803729387430043 (+0.010783809881943718) | > avg_loss_feat: 6.825404515633216 (+0.1006539968343878) | > avg_loss_mel: 16.789726917560284 (+0.0037981913639981713) | > avg_loss_duration: 2.3865645848787738 (+0.003744583863477313) | > avg_loss_1: 31.419972419738766 (+0.20222458472618499)  > EPOCH: 982/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:51:02)   --> TIME: 2024-06-12 10:51:08 -- STEP: 14/330 -- GLOBAL_STEP: 412075 | > loss_disc: 2.3399765491485596 (2.3258546761104038) | > loss_disc_real_0: 0.115875244140625 (0.09697383216449193) | > loss_disc_real_1: 0.23998261988162994 (0.20341016139302934) | > loss_disc_real_2: 0.2355850785970688 (0.2099642295922552) | > loss_disc_real_3: 0.22021660208702087 (0.2251805875982557) | > loss_disc_real_4: 0.24207685887813568 (0.23137990172420228) | > loss_disc_real_5: 0.20689155161380768 (0.21714239993265697) | > loss_0: 2.3399765491485596 (2.3258546761104038) | > grad_norm_0: tensor(13.2956, device='cuda:0') (tensor(9.2741, device='cuda:0')) | > loss_gen: 2.459848642349243 (2.500806893621172) | > loss_kl: 1.808122992515564 (1.9473574246679033) | > loss_feat: 6.814208984375 (6.915600027356829) | > loss_mel: 16.192474365234375 (17.2775023324149) | > loss_duration: 1.9847874641418457 (2.044009123529707) | > loss_1: 29.259441375732422 (30.68527603149414) | > grad_norm_1: tensor(240.7708, device='cuda:0') (tensor(116.3538, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.3422 (0.3611604315893991) | > loader_time: 0.0031 (0.0031832967485700336)  --> TIME: 2024-06-12 10:51:18 -- STEP: 39/330 -- GLOBAL_STEP: 412100 | > loss_disc: 2.332345485687256 (2.310837592834081) | > loss_disc_real_0: 0.15678143501281738 (0.10268517488088363) | > loss_disc_real_1: 0.20631353557109833 (0.19672380617031685) | > loss_disc_real_2: 0.18899637460708618 (0.20711452341996706) | > loss_disc_real_3: 0.1948482096195221 (0.22513841016170305) | > loss_disc_real_4: 0.2202862799167633 (0.2291393524561173) | > loss_disc_real_5: 0.2280021458864212 (0.22183199265064338) | > loss_0: 2.332345485687256 (2.310837592834081) | > grad_norm_0: tensor(17.0673, device='cuda:0') (tensor(9.5838, device='cuda:0')) | > loss_gen: 2.5189876556396484 (2.526358445485433) | > loss_kl: 2.109786033630371 (1.9782590224192693) | > loss_feat: 7.772706985473633 (7.07408200777494) | > loss_mel: 17.2981014251709 (17.21683624463203) | > loss_duration: 1.996147871017456 (1.992421568968357) | > loss_1: 31.695730209350586 (30.7879575582651) | > grad_norm_1: tensor(69.8382, device='cuda:0') (tensor(98.9130, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.3964 (0.36369930780850923) | > loader_time: 0.0035 (0.0033873533591245995)  --> TIME: 2024-06-12 10:51:27 -- STEP: 64/330 -- GLOBAL_STEP: 412125 | > loss_disc: 2.343970775604248 (2.3254976496100417) | > loss_disc_real_0: 0.07370655238628387 (0.10338425543159246) | > loss_disc_real_1: 0.16808703541755676 (0.1958185040857643) | > loss_disc_real_2: 0.22138485312461853 (0.2083814654033631) | > loss_disc_real_3: 0.2382386028766632 (0.2265449883416295) | > loss_disc_real_4: 0.21392028033733368 (0.2306840841192752) | > loss_disc_real_5: 0.21027834713459015 (0.22228241921402514) | > loss_0: 2.343970775604248 (2.3254976496100417) | > grad_norm_0: tensor(16.0678, device='cuda:0') (tensor(9.9787, device='cuda:0')) | > loss_gen: 2.5235297679901123 (2.5049923434853554) | > loss_kl: 2.091824531555176 (1.9810576494783163) | > loss_feat: 7.912533760070801 (7.023524135351181) | > loss_mel: 17.654264450073242 (17.177340209484097) | > loss_duration: 1.968987226486206 (1.9773550648242235) | > loss_1: 32.15113830566406 (30.66426971554756) | > grad_norm_1: tensor(139.0493, device='cuda:0') (tensor(95.9230, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.3836 (0.3649831563234329) | > loader_time: 0.0037 (0.003465406596660614)  --> TIME: 2024-06-12 10:51:36 -- STEP: 89/330 -- GLOBAL_STEP: 412150 | > loss_disc: 2.317763328552246 (2.342756499065441) | > loss_disc_real_0: 0.10851910710334778 (0.10637601691015651) | > loss_disc_real_1: 0.1908033788204193 (0.19663632552275498) | > loss_disc_real_2: 0.22100688517093658 (0.2088550992226333) | > loss_disc_real_3: 0.21688291430473328 (0.2276531079511964) | > loss_disc_real_4: 0.23428188264369965 (0.23173564672470093) | > loss_disc_real_5: 0.23530057072639465 (0.2241039729855034) | > loss_0: 2.317763328552246 (2.342756499065441) | > grad_norm_0: tensor(8.4087, device='cuda:0') (tensor(9.6734, device='cuda:0')) | > loss_gen: 2.503220558166504 (2.4880656660272833) | > loss_kl: 1.899870753288269 (1.9872394679637437) | > loss_feat: 6.506884574890137 (6.972770589121272) | > loss_mel: 16.530651092529297 (17.082753620790626) | > loss_duration: 1.975466012954712 (1.9736427738425437) | > loss_1: 29.416093826293945 (30.50447234678804) | > grad_norm_1: tensor(87.6687, device='cuda:0') (tensor(97.7658, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.362 (0.36666842792811016) | > loader_time: 0.0037 (0.0035680411906724567)  --> TIME: 2024-06-12 10:51:46 -- STEP: 114/330 -- GLOBAL_STEP: 412175 | > loss_disc: 2.332183837890625 (2.344007889429728) | > loss_disc_real_0: 0.10489724576473236 (0.10699999188644845) | > loss_disc_real_1: 0.15260520577430725 (0.19595431366510557) | > loss_disc_real_2: 0.1802464723587036 (0.21018683727373155) | > loss_disc_real_3: 0.23717869818210602 (0.2278238605511816) | > loss_disc_real_4: 0.2107231616973877 (0.2315127403851141) | > loss_disc_real_5: 0.19874165952205658 (0.22381717502547988) | > loss_0: 2.332183837890625 (2.344007889429728) | > grad_norm_0: tensor(8.0411, device='cuda:0') (tensor(9.6105, device='cuda:0')) | > loss_gen: 2.454094409942627 (2.4849260187985602) | > loss_kl: 2.019390344619751 (1.9925336994622882) | > loss_feat: 7.3645920753479 (6.9663823027359815) | > loss_mel: 16.983983993530273 (17.054183190329034) | > loss_duration: 2.006938934326172 (1.9760258950685199) | > loss_1: 30.828998565673828 (30.474051241289104) | > grad_norm_1: tensor(137.0248, device='cuda:0') (tensor(101.2982, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.3708 (0.36766568819681805) | > loader_time: 0.0046 (0.003647530288027044)  --> TIME: 2024-06-12 10:51:56 -- STEP: 139/330 -- GLOBAL_STEP: 412200 | > loss_disc: 2.3603322505950928 (2.3456507346612945) | > loss_disc_real_0: 0.11024492979049683 (0.10919479698800352) | > loss_disc_real_1: 0.1933155059814453 (0.19616295568805803) | > loss_disc_real_2: 0.16875995695590973 (0.21038955246373045) | > loss_disc_real_3: 0.26263031363487244 (0.22763575924386223) | > loss_disc_real_4: 0.2399291694164276 (0.23108415863067983) | > loss_disc_real_5: 0.23098306357860565 (0.2234761708503147) | > loss_0: 2.3603322505950928 (2.3456507346612945) | > grad_norm_0: tensor(8.7837, device='cuda:0') (tensor(9.5094, device='cuda:0')) | > loss_gen: 2.537600040435791 (2.4858625312503295) | > loss_kl: 2.03591251373291 (2.0045844024891477) | > loss_feat: 7.148428440093994 (6.95040390302809) | > loss_mel: 16.987619400024414 (17.066682637166636) | > loss_duration: 2.0567374229431152 (1.982190626988308) | > loss_1: 30.766298294067383 (30.48972427587715) | > grad_norm_1: tensor(166.0397, device='cuda:0') (tensor(100.4771, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.3658 (0.36892977206827066) | > loader_time: 0.0042 (0.0037408766986654816)  --> TIME: 2024-06-12 10:52:05 -- STEP: 164/330 -- GLOBAL_STEP: 412225 | > loss_disc: 2.252562999725342 (2.3555313712213106) | > loss_disc_real_0: 0.10078418254852295 (0.11096526895899596) | > loss_disc_real_1: 0.1914721131324768 (0.1966717359496325) | > loss_disc_real_2: 0.1627557873725891 (0.21191730450202778) | > loss_disc_real_3: 0.22526727616786957 (0.22846877629437098) | > loss_disc_real_4: 0.22899742424488068 (0.23079216780095566) | > loss_disc_real_5: 0.22172197699546814 (0.22385479346281145) | > loss_0: 2.252562999725342 (2.3555313712213106) | > grad_norm_0: tensor(14.6318, device='cuda:0') (tensor(9.5794, device='cuda:0')) | > loss_gen: 2.3989055156707764 (2.4787218512558358) | > loss_kl: 1.9259109497070312 (2.005284094228977) | > loss_feat: 7.449666500091553 (6.949374408256718) | > loss_mel: 16.986064910888672 (17.079348308284114) | > loss_duration: 2.0827317237854004 (1.9868909353163184) | > loss_1: 30.843278884887695 (30.499619716551244) | > grad_norm_1: tensor(235.0629, device='cuda:0') (tensor(102.4879, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.3864 (0.3710954727196112) | > loader_time: 0.0043 (0.0038283452755067406)  --> TIME: 2024-06-12 10:52:15 -- STEP: 189/330 -- GLOBAL_STEP: 412250 | > loss_disc: 2.4640631675720215 (2.363957137657852) | > loss_disc_real_0: 0.0941811203956604 (0.11207281321129468) | > loss_disc_real_1: 0.1989670991897583 (0.1974621147863448) | > loss_disc_real_2: 0.2335859090089798 (0.21194416544740163) | > loss_disc_real_3: 0.24403773248195648 (0.2289786344325101) | > loss_disc_real_4: 0.23733282089233398 (0.23181093756168608) | > loss_disc_real_5: 0.2106299251317978 (0.22423650150891966) | > loss_0: 2.4640631675720215 (2.363957137657852) | > grad_norm_0: tensor(7.1967, device='cuda:0') (tensor(10.1056, device='cuda:0')) | > loss_gen: 2.3232250213623047 (2.473820821318046) | > loss_kl: 2.2055368423461914 (2.011893087593967) | > loss_feat: 6.346221923828125 (6.921586286453975) | > loss_mel: 16.99481773376465 (17.04374811384414) | > loss_duration: 2.0807995796203613 (1.9950929634154788) | > loss_1: 29.95060157775879 (30.446141419587313) | > grad_norm_1: tensor(93.9950, device='cuda:0') (tensor(114.7959, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.4008 (0.37374353661108267) | > loader_time: 0.0047 (0.003940987208532909)  --> TIME: 2024-06-12 10:52:26 -- STEP: 214/330 -- GLOBAL_STEP: 412275 | > loss_disc: 2.451951026916504 (2.3673080061083653) | > loss_disc_real_0: 0.09694212675094604 (0.11337657728902646) | > loss_disc_real_1: 0.19849157333374023 (0.19729689606160755) | > loss_disc_real_2: 0.2452394962310791 (0.211827478815462) | > loss_disc_real_3: 0.2481987625360489 (0.23001581507029933) | > loss_disc_real_4: 0.24925602972507477 (0.23285366483380862) | > loss_disc_real_5: 0.2363007515668869 (0.2243942841887474) | > loss_0: 2.451951026916504 (2.3673080061083653) | > grad_norm_0: tensor(12.5686, device='cuda:0') (tensor(10.6702, device='cuda:0')) | > loss_gen: 2.3542909622192383 (2.471905512230418) | > loss_kl: 1.942664384841919 (2.015901451355944) | > loss_feat: 5.960038185119629 (6.914507578466541) | > loss_mel: 16.06790542602539 (17.014598841979122) | > loss_duration: 2.11161470413208 (2.0037741109589553) | > loss_1: 28.436511993408203 (30.42068759526048) | > grad_norm_1: tensor(246.7984, device='cuda:0') (tensor(124.8455, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.4166 (0.37777085950441447) | > loader_time: 0.0052 (0.004116178673004435)  --> TIME: 2024-06-12 10:52:37 -- STEP: 239/330 -- GLOBAL_STEP: 412300 | > loss_disc: 2.326880931854248 (2.365867698541746) | > loss_disc_real_0: 0.13343538343906403 (0.11454128009504852) | > loss_disc_real_1: 0.25166741013526917 (0.19787688584507254) | > loss_disc_real_2: 0.23311224579811096 (0.2115421002130628) | > loss_disc_real_3: 0.23010435700416565 (0.2295830743582179) | > loss_disc_real_4: 0.21843145787715912 (0.23175921300465094) | > loss_disc_real_5: 0.17238962650299072 (0.2222993540339889) | > loss_0: 2.326880931854248 (2.365867698541746) | > grad_norm_0: tensor(41.4085, device='cuda:0') (tensor(12.7874, device='cuda:0')) | > loss_gen: 2.6358416080474854 (2.478691659711893) | > loss_kl: 1.9082940816879272 (2.0177612005417322) | > loss_feat: 8.325790405273438 (6.934456960925498) | > loss_mel: 16.353694915771484 (16.97844381611716) | > loss_duration: 2.0603325366973877 (2.0127656614431273) | > loss_1: 31.283954620361328 (30.422119411963298) | > grad_norm_1: tensor(510.2338, device='cuda:0') (tensor(148.1684, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.4307 (0.38231613845505974) | > loader_time: 0.0053 (0.004266359816036467)  --> TIME: 2024-06-12 10:52:48 -- STEP: 264/330 -- GLOBAL_STEP: 412325 | > loss_disc: 2.4061434268951416 (2.3661598698659385) | > loss_disc_real_0: 0.10549712181091309 (0.11523602959333043) | > loss_disc_real_1: 0.18961402773857117 (0.19773481244390656) | > loss_disc_real_2: 0.18709570169448853 (0.211338705975901) | > loss_disc_real_3: 0.21724404394626617 (0.22986447173311855) | > loss_disc_real_4: 0.2067667692899704 (0.23208532414653085) | > loss_disc_real_5: 0.23441492021083832 (0.22187779228569884) | > loss_0: 2.4061434268951416 (2.3661598698659385) | > grad_norm_0: tensor(28.8681, device='cuda:0') (tensor(14.6511, device='cuda:0')) | > loss_gen: 2.3870298862457275 (2.488133682446046) | > loss_kl: 2.047699213027954 (2.022334150744208) | > loss_feat: 7.236067295074463 (6.956056101755664) | > loss_mel: 16.335308074951172 (16.95549351157564) | > loss_duration: 2.1299874782562256 (2.0213612665732703) | > loss_1: 30.136093139648438 (30.4433788169514) | > grad_norm_1: tensor(591.5172, device='cuda:0') (tensor(177.1464, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.4328 (0.38759549278201477) | > loader_time: 0.0055 (0.004402055884852556)  --> TIME: 2024-06-12 10:52:59 -- STEP: 289/330 -- GLOBAL_STEP: 412350 | > loss_disc: 2.52768874168396 (2.3684693232539633) | > loss_disc_real_0: 0.23145313560962677 (0.11622654051104218) | > loss_disc_real_1: 0.26934710144996643 (0.19772845357140867) | > loss_disc_real_2: 0.27282801270484924 (0.21183736261405747) | > loss_disc_real_3: 0.2459251433610916 (0.23004252847709458) | > loss_disc_real_4: 0.26464179158210754 (0.23261540519737456) | > loss_disc_real_5: 0.22764937579631805 (0.222007933475567) | > loss_0: 2.52768874168396 (2.3684693232539633) | > grad_norm_0: tensor(27.8056, device='cuda:0') (tensor(15.4098, device='cuda:0')) | > loss_gen: 2.5433595180511475 (2.4851117777576888) | > loss_kl: 2.0332586765289307 (2.025859201243181) | > loss_feat: 6.271469593048096 (6.961790218485268) | > loss_mel: 15.847643852233887 (16.912357772510365) | > loss_duration: 2.163637399673462 (2.0317177388907295) | > loss_1: 28.8593692779541 (30.416836794684915) | > grad_norm_1: tensor(315.4844, device='cuda:0') (tensor(186.6873, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.4522 (0.3925058198222651) | > loader_time: 0.0064 (0.004564860287834618)  --> TIME: 2024-06-12 10:53:12 -- STEP: 314/330 -- GLOBAL_STEP: 412375 | > loss_disc: 2.4071972370147705 (2.372337137817579) | > loss_disc_real_0: 0.1526847779750824 (0.1177870404853183) | > loss_disc_real_1: 0.1924520879983902 (0.19823401777227972) | > loss_disc_real_2: 0.21078446507453918 (0.21189444132481405) | > loss_disc_real_3: 0.23405513167381287 (0.23014988911569498) | > loss_disc_real_4: 0.23326195776462555 (0.23256932910840222) | > loss_disc_real_5: 0.22496414184570312 (0.22249150451771013) | > loss_0: 2.4071972370147705 (2.372337137817579) | > grad_norm_0: tensor(13.1061, device='cuda:0') (tensor(15.4255, device='cuda:0')) | > loss_gen: 2.4478206634521484 (2.4775945191170736) | > loss_kl: 2.185187816619873 (2.0293481775150197) | > loss_feat: 7.568304061889648 (6.9584142432850635) | > loss_mel: 16.559843063354492 (16.87309874394897) | > loss_duration: 2.2547264099121094 (2.044780320043016) | > loss_1: 31.01588249206543 (30.38323609540417) | > grad_norm_1: tensor(70.0571, device='cuda:0') (tensor(184.3033, device='cuda:0')) | > current_lr_0: 0.00017689559398319774 | > current_lr_1: 0.00017689559398319774 | > step_time: 0.5136 (0.3999022465602606) | > loader_time: 0.0081 (0.004764141550489295)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.559539556503296 (2.559539556503296) | > loss_disc_real_0: 0.11648271977901459 (0.11648271977901459) | > loss_disc_real_1: 0.23332850635051727 (0.23332850635051727) | > loss_disc_real_2: 0.2687053084373474 (0.2687053084373474) | > loss_disc_real_3: 0.3045728802680969 (0.3045728802680969) | > loss_disc_real_4: 0.23682202398777008 (0.23682202398777008) | > loss_disc_real_5: 0.20313572883605957 (0.20313572883605957) | > loss_0: 2.559539556503296 (2.559539556503296) | > loss_gen: 2.399873971939087 (2.399873971939087) | > loss_kl: 2.8483519554138184 (2.8483519554138184) | > loss_feat: 7.4050469398498535 (7.4050469398498535) | > loss_mel: 17.553163528442383 (17.553163528442383) | > loss_duration: 3.047523021697998 (3.047523021697998) | > loss_1: 33.25395965576172 (33.25395965576172)  --> STEP: 1 | > loss_disc: 2.2684226036071777 (2.2684226036071777) | > loss_disc_real_0: 0.043688543140888214 (0.043688543140888214) | > loss_disc_real_1: 0.1269141435623169 (0.1269141435623169) | > loss_disc_real_2: 0.1813419610261917 (0.1813419610261917) | > loss_disc_real_3: 0.2334291934967041 (0.2334291934967041) | > loss_disc_real_4: 0.2030288428068161 (0.2030288428068161) | > loss_disc_real_5: 0.19704273343086243 (0.19704273343086243) | > loss_0: 2.2684226036071777 (2.2684226036071777) | > loss_gen: 2.1947855949401855 (2.1947855949401855) | > loss_kl: 2.9623734951019287 (2.9623734951019287) | > loss_feat: 8.07859992980957 (8.07859992980957) | > loss_mel: 19.002988815307617 (19.002988815307617) | > loss_duration: 2.49721622467041 (2.49721622467041) | > loss_1: 34.7359619140625 (34.7359619140625)  --> STEP: 2 | > loss_disc: 2.3432564735412598 (2.3058395385742188) | > loss_disc_real_0: 0.0922369658946991 (0.06796275451779366) | > loss_disc_real_1: 0.23128724098205566 (0.17910069227218628) | > loss_disc_real_2: 0.18303348124027252 (0.18218772113323212) | > loss_disc_real_3: 0.18805398046970367 (0.2107415869832039) | > loss_disc_real_4: 0.22283655405044556 (0.21293269842863083) | > loss_disc_real_5: 0.21200600266456604 (0.20452436804771423) | > loss_0: 2.3432564735412598 (2.3058395385742188) | > loss_gen: 2.1778905391693115 (2.1863380670547485) | > loss_kl: 2.7200775146484375 (2.841225504875183) | > loss_feat: 5.694353103637695 (6.886476516723633) | > loss_mel: 17.444822311401367 (18.223905563354492) | > loss_duration: 2.5482535362243652 (2.5227348804473877) | > loss_1: 30.585397720336914 (32.66067981719971)  --> STEP: 3 | > loss_disc: 2.502535104751587 (2.3714047273000083) | > loss_disc_real_0: 0.07983146607875824 (0.07191899170478185) | > loss_disc_real_1: 0.19430753588676453 (0.18416964014371237) | > loss_disc_real_2: 0.24462948739528656 (0.2030016432205836) | > loss_disc_real_3: 0.2810399830341339 (0.23417438566684723) | > loss_disc_real_4: 0.30148524045944214 (0.24245021243890127) | > loss_disc_real_5: 0.26588505506515503 (0.22497793038686117) | > loss_0: 2.502535104751587 (2.3714047273000083) | > loss_gen: 2.1928293704986572 (2.1885018348693848) | > loss_kl: 4.346161365509033 (3.3428707917531333) | > loss_feat: 4.975920677185059 (6.249624570210774) | > loss_mel: 18.441835403442383 (18.29654884338379) | > loss_duration: 2.531419038772583 (2.5256295998891196) | > loss_1: 32.48816680908203 (32.603175481160484)  --> STEP: 4 | > loss_disc: 2.4105520248413086 (2.3811915516853333) | > loss_disc_real_0: 0.08624035120010376 (0.07549933157861233) | > loss_disc_real_1: 0.20942889153957367 (0.1904844529926777) | > loss_disc_real_2: 0.21648874878883362 (0.2063734196126461) | > loss_disc_real_3: 0.20234669744968414 (0.22621746361255646) | > loss_disc_real_4: 0.18163584172725677 (0.22724661976099014) | > loss_disc_real_5: 0.10521704703569412 (0.1950377095490694) | > loss_0: 2.4105520248413086 (2.3811915516853333) | > loss_gen: 2.0522353649139404 (2.1544352173805237) | > loss_kl: 3.757606029510498 (3.4465546011924744) | > loss_feat: 9.169168472290039 (6.979510545730591) | > loss_mel: 19.054649353027344 (18.486073970794678) | > loss_duration: 2.4304332733154297 (2.501830518245697) | > loss_1: 36.46409606933594 (33.568405628204346)  --> STEP: 5 | > loss_disc: 2.349916934967041 (2.3749366283416746) | > loss_disc_real_0: 0.13077756762504578 (0.08655497878789901) | > loss_disc_real_1: 0.2361101657152176 (0.19960959553718566) | > loss_disc_real_2: 0.17240944504737854 (0.1995806246995926) | > loss_disc_real_3: 0.23858672380447388 (0.22869131565093995) | > loss_disc_real_4: 0.1798061728477478 (0.21775853037834167) | > loss_disc_real_5: 0.17981469631195068 (0.19199310690164567) | > loss_0: 2.349916934967041 (2.3749366283416746) | > loss_gen: 2.269420623779297 (2.1774322986602783) | > loss_kl: 2.84380841255188 (3.3260053634643554) | > loss_feat: 5.684751510620117 (6.720558738708496) | > loss_mel: 19.202762603759766 (18.629411697387695) | > loss_duration: 2.416281223297119 (2.4847206592559816) | > loss_1: 32.41702651977539 (33.33812980651855)  --> STEP: 6 | > loss_disc: 2.402592182159424 (2.3795458873113) | > loss_disc_real_0: 0.10159099102020264 (0.08906098082661629) | > loss_disc_real_1: 0.19036251306533813 (0.1980684151252111) | > loss_disc_real_2: 0.20485033094882965 (0.20045890907446542) | > loss_disc_real_3: 0.25389814376831055 (0.2328924536705017) | > loss_disc_real_4: 0.23076702654361725 (0.21992661307255426) | > loss_disc_real_5: 0.17655694484710693 (0.1894204132258892) | > loss_0: 2.402592182159424 (2.3795458873113) | > loss_gen: 2.3262228965759277 (2.2022307316462197) | > loss_kl: 3.6891913414001465 (3.3865363597869873) | > loss_feat: 5.5392537117004395 (6.523674567540486) | > loss_mel: 17.405101776123047 (18.425360043843586) | > loss_duration: 2.2653026580810547 (2.4481509923934937) | > loss_1: 31.225072860717773 (32.98595364888509)  --> STEP: 7 | > loss_disc: 2.3202028274536133 (2.37106830733163) | > loss_disc_real_0: 0.040565699338912964 (0.08213308347123009) | > loss_disc_real_1: 0.26088249683380127 (0.2070418553692954) | > loss_disc_real_2: 0.15645286440849304 (0.1941723312650408) | > loss_disc_real_3: 0.22544021904468536 (0.2318278487239565) | > loss_disc_real_4: 0.2576743960380554 (0.2253191534961973) | > loss_disc_real_5: 0.2470034807920456 (0.19764656573534012) | > loss_0: 2.3202028274536133 (2.37106830733163) | > loss_gen: 2.5408949851989746 (2.2506113392966136) | > loss_kl: 4.734445571899414 (3.579094818660191) | > loss_feat: 6.87305212020874 (6.573585646493094) | > loss_mel: 18.40053939819336 (18.421814237322128) | > loss_duration: 2.686668872833252 (2.4822249753134593) | > loss_1: 35.235599517822266 (33.30733163016183)  --> STEP: 8 | > loss_disc: 2.336972713470459 (2.3668063580989838) | > loss_disc_real_0: 0.09354783594608307 (0.08355992753058672) | > loss_disc_real_1: 0.2114057093858719 (0.20758733712136745) | > loss_disc_real_2: 0.17055515944957733 (0.19122018478810787) | > loss_disc_real_3: 0.1898737996816635 (0.2265835925936699) | > loss_disc_real_4: 0.1541120857000351 (0.21641827002167702) | > loss_disc_real_5: 0.13987183570861816 (0.19042472448199987) | > loss_0: 2.336972713470459 (2.3668063580989838) | > loss_gen: 1.9833439588546753 (2.217202916741371) | > loss_kl: 3.6668081283569336 (3.590058982372284) | > loss_feat: 9.511816024780273 (6.940864443778992) | > loss_mel: 20.347705841064453 (18.662550687789917) | > loss_duration: 2.3303632736206055 (2.4632422626018524) | > loss_1: 37.84003829956055 (33.87391996383667)  --> STEP: 9 | > loss_disc: 2.3162853717803955 (2.361192915174696) | > loss_disc_real_0: 0.08739128708839417 (0.08398563414812088) | > loss_disc_real_1: 0.16097185015678406 (0.2024078385697471) | > loss_disc_real_2: 0.21368300914764404 (0.19371605416138968) | > loss_disc_real_3: 0.17312778532505035 (0.22064405845271218) | > loss_disc_real_4: 0.19919270277023315 (0.21450431810484993) | > loss_disc_real_5: 0.19484643638134003 (0.1909160258041488) | > loss_0: 2.3162853717803955 (2.361192915174696) | > loss_gen: 2.1593658924102783 (2.210776580704583) | > loss_kl: 2.454662561416626 (3.463903824488322) | > loss_feat: 7.2007832527160645 (6.969744311438666) | > loss_mel: 17.720272064208984 (18.55785306294759) | > loss_duration: 2.182368278503418 (2.432034042146471) | > loss_1: 31.717453002929688 (33.63431252373589)  --> STEP: 10 | > loss_disc: 2.4937455654144287 (2.3744481801986694) | > loss_disc_real_0: 0.1907656490802765 (0.09466363564133644) | > loss_disc_real_1: 0.20680738985538483 (0.20284779369831085) | > loss_disc_real_2: 0.2031843215227127 (0.19466288089752198) | > loss_disc_real_3: 0.25432318449020386 (0.22401197105646134) | > loss_disc_real_4: 0.17793765664100647 (0.21084765195846558) | > loss_disc_real_5: 0.231449693441391 (0.194969392567873) | > loss_0: 2.4937455654144287 (2.3744481801986694) | > loss_gen: 2.405813455581665 (2.230280268192291) | > loss_kl: 2.924147129058838 (3.4099281549453737) | > loss_feat: 6.228847026824951 (6.895654582977295) | > loss_mel: 18.176069259643555 (18.519674682617186) | > loss_duration: 2.5145959854125977 (2.4402902364730834) | > loss_1: 32.249473571777344 (33.49582862854004)  --> STEP: 11 | > loss_disc: 2.666079044342041 (2.400960076938976) | > loss_disc_real_0: 0.15442760288715363 (0.10009672357277437) | > loss_disc_real_1: 0.1939387321472168 (0.20203787901184775) | > loss_disc_real_2: 0.27990394830703735 (0.20241206884384155) | > loss_disc_real_3: 0.25491955876350403 (0.2268217517571016) | > loss_disc_real_4: 0.2687494158744812 (0.21611144867810336) | > loss_disc_real_5: 0.218483105301857 (0.197107002816417) | > loss_0: 2.666079044342041 (2.400960076938976) | > loss_gen: 1.9821927547454834 (2.2077268578789453) | > loss_kl: 3.9472012519836426 (3.458771163767034) | > loss_feat: 4.964572429656982 (6.720101659948176) | > loss_mel: 15.91836166381836 (18.283191680908203) | > loss_duration: 2.563997507095337 (2.4515363519841973) | > loss_1: 29.376325607299805 (33.121328353881836)  --> STEP: 12 | > loss_disc: 2.4714696407318115 (2.4068358739217124) | > loss_disc_real_0: 0.1169527918100357 (0.10150139592587948) | > loss_disc_real_1: 0.1715480089187622 (0.19949705650409064) | > loss_disc_real_2: 0.2625637948513031 (0.2074247126777967) | > loss_disc_real_3: 0.2704671621322632 (0.23045886928836504) | > loss_disc_real_4: 0.2515552043914795 (0.21906509498755136) | > loss_disc_real_5: 0.2300080806016922 (0.19984875929852328) | > loss_0: 2.4714696407318115 (2.4068358739217124) | > loss_gen: 2.284853935241699 (2.2141541143258414) | > loss_kl: 2.9271421432495117 (3.414468745390574) | > loss_feat: 5.182675838470459 (6.591982841491699) | > loss_mel: 15.886624336242676 (18.08347773551941) | > loss_duration: 2.276992082595825 (2.4369909962018332) | > loss_1: 28.55828857421875 (32.74107503890991)  --> STEP: 13 | > loss_disc: 2.185960292816162 (2.3898454446059008) | > loss_disc_real_0: 0.06466825306415558 (0.09866807724420841) | > loss_disc_real_1: 0.16288027167320251 (0.19668038074786848) | > loss_disc_real_2: 0.22206759452819824 (0.20855108820475066) | > loss_disc_real_3: 0.23331715166568756 (0.2306787371635437) | > loss_disc_real_4: 0.21215243637561798 (0.21853335201740265) | > loss_disc_real_5: 0.22359193861484528 (0.2016751577074711) | > loss_0: 2.185960292816162 (2.3898454446059008) | > loss_gen: 2.3256921768188477 (2.222733965286842) | > loss_kl: 3.2736756801605225 (3.403638509603647) | > loss_feat: 6.577414512634277 (6.590862200810359) | > loss_mel: 16.219892501831055 (17.94012502523569) | > loss_duration: 2.3350343704223633 (2.4291481788341818) | > loss_1: 30.731708526611328 (32.586508384117714)  --> STEP: 14 | > loss_disc: 2.4275741577148438 (2.392540352685111) | > loss_disc_real_0: 0.17287486791610718 (0.10396856229220118) | > loss_disc_real_1: 0.22529587149620056 (0.19872434437274933) | > loss_disc_real_2: 0.18113914132118225 (0.20659309199878148) | > loss_disc_real_3: 0.2089381366968155 (0.22912583713020598) | > loss_disc_real_4: 0.23135383427143097 (0.21944910074983323) | > loss_disc_real_5: 0.20378057658672333 (0.20182554477027484) | > loss_0: 2.4275741577148438 (2.392540352685111) | > loss_gen: 2.1724092960357666 (2.219139346054622) | > loss_kl: 3.472560167312622 (3.408561485154288) | > loss_feat: 7.089491367340088 (6.626478569848197) | > loss_mel: 17.45121192932129 (17.905202661241805) | > loss_duration: 2.394808769226074 (2.4266953638621738) | > loss_1: 32.580482482910156 (32.586077962602886)  --> STEP: 15 | > loss_disc: 2.489558458328247 (2.3990082263946535) | > loss_disc_real_0: 0.12534324824810028 (0.10539354135592778) | > loss_disc_real_1: 0.1355365663766861 (0.19451182583967844) | > loss_disc_real_2: 0.19002722203731537 (0.20548870066801708) | > loss_disc_real_3: 0.23516766726970673 (0.2295286258061727) | > loss_disc_real_4: 0.21283909678459167 (0.21900843381881713) | > loss_disc_real_5: 0.19775226712226868 (0.20155399292707443) | > loss_0: 2.489558458328247 (2.3990082263946535) | > loss_gen: 1.9554214477539062 (2.2015581528345742) | > loss_kl: 3.467468738555908 (3.4124886353810626) | > loss_feat: 6.448021411895752 (6.6145814259847) | > loss_mel: 18.448135375976562 (17.941398175557456) | > loss_duration: 2.4152207374572754 (2.425930388768514) | > loss_1: 32.73426818847656 (32.595957310994464)  --> STEP: 16 | > loss_disc: 2.2579708099365234 (2.39019338786602) | > loss_disc_real_0: 0.10224980860948563 (0.10519705805927515) | > loss_disc_real_1: 0.14702054858207703 (0.19154362101107836) | > loss_disc_real_2: 0.25814685225486755 (0.20877983514219522) | > loss_disc_real_3: 0.3108351230621338 (0.23461028188467026) | > loss_disc_real_4: 0.2216997742652893 (0.21917664259672165) | > loss_disc_real_5: 0.21175244450569153 (0.202191396150738) | > loss_0: 2.2579708099365234 (2.39019338786602) | > loss_gen: 2.661829948425293 (2.2303251400589943) | > loss_kl: 3.0621495246887207 (3.3905924409627914) | > loss_feat: 10.631985664367676 (6.8656691908836365) | > loss_mel: 16.465137481689453 (17.849131882190704) | > loss_duration: 2.449737548828125 (2.4274183362722397) | > loss_1: 35.27083969116211 (32.763137459754944)  --> STEP: 17 | > loss_disc: 2.4717326164245605 (2.394989813075346) | > loss_disc_real_0: 0.07160848379135132 (0.10322125957292669) | > loss_disc_real_1: 0.1260385513305664 (0.18769038161810706) | > loss_disc_real_2: 0.2062254548072815 (0.2086295774754356) | > loss_disc_real_3: 0.2589281499385834 (0.23604074471137104) | > loss_disc_real_4: 0.2555428147315979 (0.22131582919289083) | > loss_disc_real_5: 0.2115577906370163 (0.20274236053228378) | > loss_0: 2.4717326164245605 (2.394989813075346) | > loss_gen: 2.0919103622436523 (2.2221830943051506) | > loss_kl: 1.9547723531723022 (3.306132435798645) | > loss_feat: 6.629161357879639 (6.851756965412813) | > loss_mel: 18.959514617919922 (17.914448513704187) | > loss_duration: 2.4370670318603516 (2.427985906600952) | > loss_1: 32.072425842285156 (32.72250736460966)  --> STEP: 18 | > loss_disc: 2.589035749435425 (2.4057701428731284) | > loss_disc_real_0: 0.12672159075737 (0.10452683352761799) | > loss_disc_real_1: 0.1399553418159485 (0.18503843496243158) | > loss_disc_real_2: 0.17395487427711487 (0.2067032050755289) | > loss_disc_real_3: 0.29867488145828247 (0.23952041897508833) | > loss_disc_real_4: 0.2548771798610687 (0.22318034867445627) | > loss_disc_real_5: 0.2646222710609436 (0.20618013333943155) | > loss_0: 2.589035749435425 (2.4057701428731284) | > loss_gen: 2.098115921020508 (2.215290473567115) | > loss_kl: 2.2830209732055664 (3.2492929100990295) | > loss_feat: 7.696046352386475 (6.898661931355794) | > loss_mel: 16.4220027923584 (17.83153486251831) | > loss_duration: 2.257171154022217 (2.418496198124356) | > loss_1: 30.756357192993164 (32.61327679951986)  --> STEP: 19 | > loss_disc: 2.605675458908081 (2.4162914752960205) | > loss_disc_real_0: 0.221495121717453 (0.11068305922181983) | > loss_disc_real_1: 0.24176621437072754 (0.18802410756286822) | > loss_disc_real_2: 0.2506923973560333 (0.20901842572187124) | > loss_disc_real_3: 0.2853267192840576 (0.2419312768860867) | > loss_disc_real_4: 0.2422299087047577 (0.22418295709710373) | > loss_disc_real_5: 0.2561131715774536 (0.20880818798353798) | > loss_0: 2.605675458908081 (2.4162914752960205) | > loss_gen: 2.4090635776519775 (2.225489057992634) | > loss_kl: 2.127490758895874 (3.190250691614653) | > loss_feat: 5.7257466316223145 (6.836929547159295) | > loss_mel: 14.191720962524414 (17.639965709887054) | > loss_duration: 2.3796186447143555 (2.4164500111027767) | > loss_1: 26.833641052246094 (32.30908544440018)  --> STEP: 20 | > loss_disc: 2.4150290489196777 (2.4162283539772034) | > loss_disc_real_0: 0.19079537689685822 (0.11468867510557175) | > loss_disc_real_1: 0.17560280859470367 (0.18740304261446) | > loss_disc_real_2: 0.28443050384521484 (0.21278902962803842) | > loss_disc_real_3: 0.23007580637931824 (0.2413385033607483) | > loss_disc_real_4: 0.1603284329175949 (0.22099023088812828) | > loss_disc_real_5: 0.1111622005701065 (0.2039258886128664) | > loss_0: 2.4150290489196777 (2.4162283539772034) | > loss_gen: 2.3286287784576416 (2.2306460440158844) | > loss_kl: 2.4476144313812256 (3.1531188786029816) | > loss_feat: 6.938990116119385 (6.8420325756073) | > loss_mel: 17.825374603271484 (17.649236154556274) | > loss_duration: 2.3503074645996094 (2.4131428837776183) | > loss_1: 31.890914916992188 (32.288176918029784)  --> STEP: 21 | > loss_disc: 2.4305062294006348 (2.4169082528068904) | > loss_disc_real_0: 0.09904487431049347 (0.11394373221056801) | > loss_disc_real_1: 0.20650386810302734 (0.1883126057329632) | > loss_disc_real_2: 0.20039589703083038 (0.2121988804567428) | > loss_disc_real_3: 0.24304679036140442 (0.24141985036077954) | > loss_disc_real_4: 0.24090996384620667 (0.22193878960041774) | > loss_disc_real_5: 0.21010491251945496 (0.20422012784651347) | > loss_0: 2.4305062294006348 (2.4169082528068904) | > loss_gen: 2.233640193939209 (2.230788622583662) | > loss_kl: 2.242392063140869 (3.1097509350095476) | > loss_feat: 5.587124824523926 (6.782275063650949) | > loss_mel: 14.407549858093262 (17.494870140438987) | > loss_duration: 2.2033982276916504 (2.40315504301162) | > loss_1: 26.674104690551758 (32.02084014529274)  --> STEP: 22 | > loss_disc: 2.5999104976654053 (2.4252265366640953) | > loss_disc_real_0: 0.15883788466453552 (0.11598437550393018) | > loss_disc_real_1: 0.17249193787574768 (0.18759348446672613) | > loss_disc_real_2: 0.23252899944782257 (0.21312297677451914) | > loss_disc_real_3: 0.22147177159786224 (0.24051311950791965) | > loss_disc_real_4: 0.23186002671718597 (0.2223897549239072) | > loss_disc_real_5: 0.21268688142299652 (0.20460498028180815) | > loss_0: 2.5999104976654053 (2.4252265366640953) | > loss_gen: 2.0753424167633057 (2.223722885955464) | > loss_kl: 2.4987614154815674 (3.0819786841219123) | > loss_feat: 6.322964668273926 (6.761397318406538) | > loss_mel: 14.473820686340332 (17.357549710707232) | > loss_duration: 2.2245020866394043 (2.3950344540856103) | > loss_1: 27.59539222717285 (31.819683421741832)  --> STEP: 23 | > loss_disc: 2.7355740070343018 (2.4387199049410606) | > loss_disc_real_0: 0.16880345344543457 (0.1182808571535608) | > loss_disc_real_1: 0.1625678986310959 (0.1865054155173509) | > loss_disc_real_2: 0.24746064841747284 (0.21461591901986496) | > loss_disc_real_3: 0.333416610956192 (0.24455240174480106) | > loss_disc_real_4: 0.2740696668624878 (0.22463670761688895) | > loss_disc_real_5: 0.3049668073654175 (0.20896853798109552) | > loss_0: 2.7355740070343018 (2.4387199049410606) | > loss_gen: 2.3442294597625732 (2.228962302207947) | > loss_kl: 3.2127223014831543 (3.0876631892245747) | > loss_feat: 9.073152542114258 (6.8619084150894825) | > loss_mel: 16.567659378051758 (17.323206652765688) | > loss_duration: 2.306090831756592 (2.391167340071305) | > loss_1: 33.50385284423828 (31.89290817924168)  --> STEP: 24 | > loss_disc: 2.5518949031829834 (2.4434355298678074) | > loss_disc_real_0: 0.11149550974369049 (0.11799813434481621) | > loss_disc_real_1: 0.20515140891075134 (0.18728233190874258) | > loss_disc_real_2: 0.23880189657211304 (0.21562366808454195) | > loss_disc_real_3: 0.2760792672634125 (0.24586602114140987) | > loss_disc_real_4: 0.20951971411705017 (0.22400683288772902) | > loss_disc_real_5: 0.22301031649112701 (0.20955361208568016) | > loss_0: 2.5518949031829834 (2.4434355298678074) | > loss_gen: 2.2972958087921143 (2.231809531648954) | > loss_kl: 2.547060489654541 (3.0651380767424903) | > loss_feat: 6.721357822418213 (6.856052140394847) | > loss_mel: 16.811859130859375 (17.301900506019592) | > loss_duration: 2.42513370513916 (2.392582605282466) | > loss_1: 30.80270767211914 (31.847483158111572)  --> STEP: 25 | > loss_disc: 2.6687028408050537 (2.4524462223052974) | > loss_disc_real_0: 0.17272180318832397 (0.12018708109855653) | > loss_disc_real_1: 0.17849794030189514 (0.18693095624446868) | > loss_disc_real_2: 0.25333279371261597 (0.21713203310966492) | > loss_disc_real_3: 0.24474553763866425 (0.24582120180130004) | > loss_disc_real_4: 0.2963413894176483 (0.22690021514892578) | > loss_disc_real_5: 0.2400062531232834 (0.21077171772718428) | > loss_0: 2.6687028408050537 (2.4524462223052974) | > loss_gen: 2.038641929626465 (2.224082827568054) | > loss_kl: 3.1940088272094727 (3.0702929067611695) | > loss_feat: 6.164173603057861 (6.828376998901367) | > loss_mel: 15.838726043701172 (17.243373527526856) | > loss_duration: 2.4099225997924805 (2.3932762050628664) | > loss_1: 29.64547348022461 (31.759402770996093)  --> STEP: 26 | > loss_disc: 2.033608913421631 (2.4363370950405407) | > loss_disc_real_0: 0.08954682946205139 (0.11900860988176785) | > loss_disc_real_1: 0.128879114985466 (0.18469819311912244) | > loss_disc_real_2: 0.16171517968177795 (0.2150006156701308) | > loss_disc_real_3: 0.19550764560699463 (0.243886065024596) | > loss_disc_real_4: 0.14085327088832855 (0.22359071729274896) | > loss_disc_real_5: 0.1412193477153778 (0.20809662657288405) | > loss_0: 2.033608913421631 (2.4363370950405407) | > loss_gen: 2.7473835945129395 (2.2442097801428575) | > loss_kl: 2.6620357036590576 (3.0545907066418576) | > loss_feat: 18.605093002319336 (7.281327614417443) | > loss_mel: 20.850231170654297 (17.382098821493294) | > loss_duration: 2.292299270629883 (2.389392476815444) | > loss_1: 47.15704345703125 (32.351619720458984) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024918959690974304 (-2.862856938288822e-05) | > avg_loss_disc: 2.4363370950405407 (+0.01126403991992575) | > avg_loss_disc_real_0: 0.11900860988176785 (-0.02205316493144406) | > avg_loss_disc_real_1: 0.18469819311912244 (-0.03002139467459458) | > avg_loss_disc_real_2: 0.2150006156701308 (-0.010961260933142453) | > avg_loss_disc_real_3: 0.243886065024596 (+0.024436319963290154) | > avg_loss_disc_real_4: 0.22359071729274896 (-0.010633748311262875) | > avg_loss_disc_real_5: 0.20809662657288405 (-0.011475441260979713) | > avg_loss_0: 2.4363370950405407 (+0.01126403991992575) | > avg_loss_gen: 2.2442097801428575 (-0.09369343977708011) | > avg_loss_kl: 3.0545907066418576 (-0.025782232101146718) | > avg_loss_feat: 7.281327614417443 (+0.4559230987842273) | > avg_loss_mel: 17.382098821493294 (+0.5923719039330102) | > avg_loss_duration: 2.389392476815444 (+0.0028278919366702127) | > avg_loss_1: 32.351619720458984 (+0.9316473007202184)  > EPOCH: 983/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:53:42)   --> TIME: 2024-06-12 10:53:46 -- STEP: 9/330 -- GLOBAL_STEP: 412400 | > loss_disc: 2.4627933502197266 (2.3366008599599204) | > loss_disc_real_0: 0.0962095558643341 (0.10885203008850415) | > loss_disc_real_1: 0.22887614369392395 (0.19972048865424263) | > loss_disc_real_2: 0.2154812216758728 (0.20599057442612118) | > loss_disc_real_3: 0.2441776841878891 (0.23177805542945862) | > loss_disc_real_4: 0.22825565934181213 (0.2436782701147927) | > loss_disc_real_5: 0.2311735600233078 (0.23431983921262953) | > loss_0: 2.4627933502197266 (2.3366008599599204) | > grad_norm_0: tensor(7.3342, device='cuda:0') (tensor(7.9544, device='cuda:0')) | > loss_gen: 2.4413564205169678 (2.5707832972208657) | > loss_kl: 1.793941617012024 (1.9002596802181668) | > loss_feat: 6.4916205406188965 (6.860809114244249) | > loss_mel: 17.447553634643555 (17.522932900322807) | > loss_duration: 2.057356357574463 (2.085184653600057) | > loss_1: 30.231828689575195 (30.939970016479492) | > grad_norm_1: tensor(32.8603, device='cuda:0') (tensor(57.6103, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.3695 (0.3735533290439182) | > loader_time: 0.0029 (0.003311528099907769)  --> TIME: 2024-06-12 10:53:56 -- STEP: 34/330 -- GLOBAL_STEP: 412425 | > loss_disc: 2.40376615524292 (2.3435632341048307) | > loss_disc_real_0: 0.08572535961866379 (0.10372150568839382) | > loss_disc_real_1: 0.2041279673576355 (0.19687390415107503) | > loss_disc_real_2: 0.18390144407749176 (0.20819501447326996) | > loss_disc_real_3: 0.2598390579223633 (0.22902811011847327) | > loss_disc_real_4: 0.24810321629047394 (0.23266228551373763) | > loss_disc_real_5: 0.213240846991539 (0.22582551836967468) | > loss_0: 2.40376615524292 (2.3435632341048307) | > grad_norm_0: tensor(7.6569, device='cuda:0') (tensor(9.9277, device='cuda:0')) | > loss_gen: 2.432380199432373 (2.506645083427429) | > loss_kl: 1.88047194480896 (1.9210906554670895) | > loss_feat: 6.702986240386963 (6.886722676894244) | > loss_mel: 16.99555015563965 (17.217264287612018) | > loss_duration: 1.9893059730529785 (1.9930413119933184) | > loss_1: 30.000694274902344 (30.52476422926959) | > grad_norm_1: tensor(168.1787, device='cuda:0') (tensor(92.1231, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.347 (0.3648490765515496) | > loader_time: 0.0032 (0.0034432200824513156)  --> TIME: 2024-06-12 10:54:05 -- STEP: 59/330 -- GLOBAL_STEP: 412450 | > loss_disc: 2.356499671936035 (2.352980306593038) | > loss_disc_real_0: 0.08863388001918793 (0.10770477032509901) | > loss_disc_real_1: 0.20208637416362762 (0.197437841003224) | > loss_disc_real_2: 0.2384190708398819 (0.2116321171239271) | > loss_disc_real_3: 0.22784334421157837 (0.2288662048719697) | > loss_disc_real_4: 0.20931680500507355 (0.23344751460067295) | > loss_disc_real_5: 0.20125432312488556 (0.22514462799338972) | > loss_0: 2.356499671936035 (2.352980306593038) | > grad_norm_0: tensor(15.6272, device='cuda:0') (tensor(9.3627, device='cuda:0')) | > loss_gen: 2.388742208480835 (2.49576865212392) | > loss_kl: 2.1417336463928223 (1.9393504999451718) | > loss_feat: 6.483659744262695 (6.904423511634438) | > loss_mel: 16.417438507080078 (17.14336699146336) | > loss_duration: 1.936222791671753 (1.9774342957189528) | > loss_1: 29.367795944213867 (30.460343958967822) | > grad_norm_1: tensor(149.6834, device='cuda:0') (tensor(85.6126, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.3884 (0.3673012337442172) | > loader_time: 0.0043 (0.0036492953866215077)  --> TIME: 2024-06-12 10:54:15 -- STEP: 84/330 -- GLOBAL_STEP: 412475 | > loss_disc: 2.384420394897461 (2.3594037266004655) | > loss_disc_real_0: 0.1249966099858284 (0.109254146349572) | > loss_disc_real_1: 0.20152585208415985 (0.19920016984854425) | > loss_disc_real_2: 0.2666783928871155 (0.21344965057713644) | > loss_disc_real_3: 0.2374347299337387 (0.22907855237523714) | > loss_disc_real_4: 0.22684045135974884 (0.2311120741069317) | > loss_disc_real_5: 0.22667686641216278 (0.22324695686499277) | > loss_0: 2.384420394897461 (2.3594037266004655) | > grad_norm_0: tensor(6.9920, device='cuda:0') (tensor(9.5707, device='cuda:0')) | > loss_gen: 2.445411443710327 (2.4884922504425036) | > loss_kl: 1.9723904132843018 (1.9591836475190663) | > loss_feat: 6.855563163757324 (6.978823048727853) | > loss_mel: 17.101280212402344 (17.116965838841036) | > loss_duration: 2.0641043186187744 (1.9734319732302712) | > loss_1: 30.438749313354492 (30.516896815527055) | > grad_norm_1: tensor(107.6661, device='cuda:0') (tensor(88.9024, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.3637 (0.36871321144558133) | > loader_time: 0.0043 (0.00369632811773391)  --> TIME: 2024-06-12 10:54:24 -- STEP: 109/330 -- GLOBAL_STEP: 412500 | > loss_disc: 2.294145107269287 (2.362895084083628) | > loss_disc_real_0: 0.0919659435749054 (0.11055812738630749) | > loss_disc_real_1: 0.1503085196018219 (0.19760109156096747) | > loss_disc_real_2: 0.19396638870239258 (0.21217202730135087) | > loss_disc_real_3: 0.22720374166965485 (0.22886748529902293) | > loss_disc_real_4: 0.22681796550750732 (0.23154664094294977) | > loss_disc_real_5: 0.1932418793439865 (0.22252231057083935) | > loss_0: 2.294145107269287 (2.362895084083628) | > grad_norm_0: tensor(13.3298, device='cuda:0') (tensor(9.6433, device='cuda:0')) | > loss_gen: 2.6168227195739746 (2.4799372471800627) | > loss_kl: 1.9939477443695068 (1.9713052839314171) | > loss_feat: 7.031890869140625 (6.940540313720703) | > loss_mel: 17.492130279541016 (17.064154371209106) | > loss_duration: 1.928269863128662 (1.976134412879244) | > loss_1: 31.06306266784668 (30.43207159829796) | > grad_norm_1: tensor(228.5402, device='cuda:0') (tensor(91.3150, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.3664 (0.3700474599085817) | > loader_time: 0.0039 (0.0037973627037958266) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_412500.pth  --> TIME: 2024-06-12 10:54:38 -- STEP: 134/330 -- GLOBAL_STEP: 412525 | > loss_disc: 2.317044496536255 (2.366704896314821) | > loss_disc_real_0: 0.07379955053329468 (0.11124875746778587) | > loss_disc_real_1: 0.1746153086423874 (0.19756017658692687) | > loss_disc_real_2: 0.2031857818365097 (0.2123452661864793) | > loss_disc_real_3: 0.2261095941066742 (0.22943824062596507) | > loss_disc_real_4: 0.19386732578277588 (0.2327795681446346) | > loss_disc_real_5: 0.23987963795661926 (0.22397580598272496) | > loss_0: 2.317044496536255 (2.366704896314821) | > grad_norm_0: tensor(14.1043, device='cuda:0') (tensor(9.8223, device='cuda:0')) | > loss_gen: 2.528752565383911 (2.4775182204460022) | > loss_kl: 2.065948009490967 (1.982018984965424) | > loss_feat: 7.607048034667969 (6.918627173153322) | > loss_mel: 17.8882999420166 (17.07639103505149) | > loss_duration: 2.013279438018799 (1.980638522710373) | > loss_1: 32.103328704833984 (30.43519393009926) | > grad_norm_1: tensor(244.9350, device='cuda:0') (tensor(102.3417, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.386 (0.3747465361410113) | > loader_time: 0.0047 (0.0038763587154559236)  --> TIME: 2024-06-12 10:54:48 -- STEP: 159/330 -- GLOBAL_STEP: 412550 | > loss_disc: 2.298196792602539 (2.3686074790714677) | > loss_disc_real_0: 0.10480450838804245 (0.11165363008871018) | > loss_disc_real_1: 0.195522278547287 (0.1971677092823592) | > loss_disc_real_2: 0.21327875554561615 (0.21257944301989098) | > loss_disc_real_3: 0.22835835814476013 (0.23003376242499682) | > loss_disc_real_4: 0.20688128471374512 (0.23286729423130084) | > loss_disc_real_5: 0.22142481803894043 (0.22379592679581553) | > loss_0: 2.298196792602539 (2.3686074790714677) | > grad_norm_0: tensor(8.3759, device='cuda:0') (tensor(10.1904, device='cuda:0')) | > loss_gen: 2.5681092739105225 (2.4750550782905436) | > loss_kl: 2.0903513431549072 (1.991778370719286) | > loss_feat: 7.374942302703857 (6.922556331322628) | > loss_mel: 16.60818862915039 (17.055661963216913) | > loss_duration: 2.0201597213745117 (1.984668011935252) | > loss_1: 30.66175079345703 (30.42971979297182) | > grad_norm_1: tensor(97.3616, device='cuda:0') (tensor(114.5860, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.3947 (0.3764804534192356) | > loader_time: 0.0048 (0.003937094466491314)  --> TIME: 2024-06-12 10:54:58 -- STEP: 184/330 -- GLOBAL_STEP: 412575 | > loss_disc: 2.5067977905273438 (2.3682619760865755) | > loss_disc_real_0: 0.16379693150520325 (0.11249080822681604) | > loss_disc_real_1: 0.19395700097084045 (0.19735039892080036) | > loss_disc_real_2: 0.23266595602035522 (0.2121471444387799) | > loss_disc_real_3: 0.2426546812057495 (0.22972322587409746) | > loss_disc_real_4: 0.26079875230789185 (0.2327105790052725) | > loss_disc_real_5: 0.27326521277427673 (0.2238189172323631) | > loss_0: 2.5067977905273438 (2.3682619760865755) | > grad_norm_0: tensor(30.5552, device='cuda:0') (tensor(10.7891, device='cuda:0')) | > loss_gen: 2.3720779418945312 (2.4713334868783523) | > loss_kl: 2.079864740371704 (1.9934678945852362) | > loss_feat: 6.203572750091553 (6.914917976959892) | > loss_mel: 15.661202430725098 (17.027141016462576) | > loss_duration: 2.022891044616699 (1.9922262793001921) | > loss_1: 28.339611053466797 (30.399086775987044) | > grad_norm_1: tensor(184.5020, device='cuda:0') (tensor(131.8077, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.3974 (0.3788015868352807) | > loader_time: 0.0044 (0.004011308369429214)  --> TIME: 2024-06-12 10:55:08 -- STEP: 209/330 -- GLOBAL_STEP: 412600 | > loss_disc: 2.4316399097442627 (2.3672984558999817) | > loss_disc_real_0: 0.11700964719057083 (0.11320212312292253) | > loss_disc_real_1: 0.20965303480625153 (0.19693180141551642) | > loss_disc_real_2: 0.21604584157466888 (0.21161616739759037) | > loss_disc_real_3: 0.23684853315353394 (0.22979378315250268) | > loss_disc_real_4: 0.24279168248176575 (0.2331125462454472) | > loss_disc_real_5: 0.23118481040000916 (0.22392178002441898) | > loss_0: 2.4316399097442627 (2.3672984558999817) | > grad_norm_0: tensor(53.8531, device='cuda:0') (tensor(11.9569, device='cuda:0')) | > loss_gen: 2.586428642272949 (2.480244955948094) | > loss_kl: 2.08400559425354 (1.9996115425557042) | > loss_feat: 7.183958053588867 (6.9415251535662055) | > loss_mel: 16.348085403442383 (16.98369635349256) | > loss_duration: 2.0897164344787598 (2.0006272861261687) | > loss_1: 30.292192459106445 (30.405705383519805) | > grad_norm_1: tensor(333.8364, device='cuda:0') (tensor(154.3600, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.415 (0.38119085895958127) | > loader_time: 0.0051 (0.00411183754222815)  --> TIME: 2024-06-12 10:55:19 -- STEP: 234/330 -- GLOBAL_STEP: 412625 | > loss_disc: 2.3990659713745117 (2.3659565132907305) | > loss_disc_real_0: 0.08287683874368668 (0.1133461150730777) | > loss_disc_real_1: 0.21002255380153656 (0.19687120298035124) | > loss_disc_real_2: 0.22721639275550842 (0.21168196787182086) | > loss_disc_real_3: 0.24858984351158142 (0.22940527386644965) | > loss_disc_real_4: 0.24529129266738892 (0.2325664365138763) | > loss_disc_real_5: 0.2211775928735733 (0.22263608140568447) | > loss_0: 2.3990659713745117 (2.3659565132907305) | > grad_norm_0: tensor(26.8030, device='cuda:0') (tensor(14.1092, device='cuda:0')) | > loss_gen: 2.7827212810516357 (2.489593227704365) | > loss_kl: 1.9713096618652344 (2.005417210933491) | > loss_feat: 7.038360595703125 (6.952834363676544) | > loss_mel: 16.600276947021484 (16.9436420579242) | > loss_duration: 2.0752387046813965 (2.0098451814080924) | > loss_1: 30.467906951904297 (30.40133208087367) | > grad_norm_1: tensor(568.8774, device='cuda:0') (tensor(178.6046, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.4459 (0.3847334007931571) | > loader_time: 0.0058 (0.004252516306363618)  --> TIME: 2024-06-12 10:55:30 -- STEP: 259/330 -- GLOBAL_STEP: 412650 | > loss_disc: 2.3664703369140625 (2.369657713473993) | > loss_disc_real_0: 0.1624099612236023 (0.11521518500845404) | > loss_disc_real_1: 0.21221786737442017 (0.19709907259259904) | > loss_disc_real_2: 0.19597899913787842 (0.21175350490454084) | > loss_disc_real_3: 0.23803819715976715 (0.2300108711461763) | > loss_disc_real_4: 0.2500770390033722 (0.23289995010525102) | > loss_disc_real_5: 0.21175283193588257 (0.22259852083033116) | > loss_0: 2.3664703369140625 (2.369657713473993) | > grad_norm_0: tensor(33.7375, device='cuda:0') (tensor(15.5634, device='cuda:0')) | > loss_gen: 2.442996025085449 (2.4880481889349144) | > loss_kl: 2.1155076026916504 (2.0120041904302193) | > loss_feat: 7.273494720458984 (6.956998355600365) | > loss_mel: 16.62754249572754 (16.911097743796574) | > loss_duration: 2.127113103866577 (2.0184203344882703) | > loss_1: 30.586654663085938 (30.386568857436014) | > grad_norm_1: tensor(505.8652, device='cuda:0') (tensor(198.6969, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.4361 (0.3895947675447206) | > loader_time: 0.0054 (0.004389598102643221)  --> TIME: 2024-06-12 10:55:41 -- STEP: 284/330 -- GLOBAL_STEP: 412675 | > loss_disc: 2.4157447814941406 (2.370675092012109) | > loss_disc_real_0: 0.12095728516578674 (0.11625858126077017) | > loss_disc_real_1: 0.23432788252830505 (0.19735934501382668) | > loss_disc_real_2: 0.2492467761039734 (0.21187928229780265) | > loss_disc_real_3: 0.206411212682724 (0.22983744567338849) | > loss_disc_real_4: 0.2045903205871582 (0.2323715709359713) | > loss_disc_real_5: 0.2207709401845932 (0.22227968244065702) | > loss_0: 2.4157447814941406 (2.370675092012109) | > grad_norm_0: tensor(14.8560, device='cuda:0') (tensor(16.3611, device='cuda:0')) | > loss_gen: 2.49688458442688 (2.4845931093457705) | > loss_kl: 2.0875487327575684 (2.017385347208508) | > loss_feat: 8.046300888061523 (6.966597795486449) | > loss_mel: 16.82099151611328 (16.874826780507274) | > loss_duration: 2.1409502029418945 (2.0283478011547698) | > loss_1: 31.59267807006836 (30.37175085846807) | > grad_norm_1: tensor(181.9939, device='cuda:0') (tensor(212.5660, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.4632 (0.3948136568069457) | > loader_time: 0.0067 (0.0045513980825182395)  --> TIME: 2024-06-12 10:55:54 -- STEP: 309/330 -- GLOBAL_STEP: 412700 | > loss_disc: 2.505617141723633 (2.3750972716939485) | > loss_disc_real_0: 0.1438583880662918 (0.11777855812731687) | > loss_disc_real_1: 0.21999041736125946 (0.19756009094537647) | > loss_disc_real_2: 0.25301846861839294 (0.21206789451702518) | > loss_disc_real_3: 0.2362714260816574 (0.22994874003056956) | > loss_disc_real_4: 0.2356928586959839 (0.23263128680511586) | > loss_disc_real_5: 0.22855085134506226 (0.2227700966075786) | > loss_0: 2.505617141723633 (2.3750972716939485) | > grad_norm_0: tensor(23.2023, device='cuda:0') (tensor(16.7628, device='cuda:0')) | > loss_gen: 2.2178537845611572 (2.477509462331876) | > loss_kl: 2.0430471897125244 (2.02262519246938) | > loss_feat: 5.730288982391357 (6.953153685844445) | > loss_mel: 14.71090030670166 (16.823773658777153) | > loss_duration: 2.215672731399536 (2.040586866607172) | > loss_1: 26.91776466369629 (30.317648859857357) | > grad_norm_1: tensor(160.9380, device='cuda:0') (tensor(216.1200, device='cuda:0')) | > current_lr_0: 0.00017687348203394984 | > current_lr_1: 0.00017687348203394984 | > step_time: 0.4997 (0.40178498866874407) | > loader_time: 0.0078 (0.004730513180729641)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6862616539001465 (2.6862616539001465) | > loss_disc_real_0: 0.22683770954608917 (0.22683770954608917) | > loss_disc_real_1: 0.290214478969574 (0.290214478969574) | > loss_disc_real_2: 0.31427013874053955 (0.31427013874053955) | > loss_disc_real_3: 0.26444125175476074 (0.26444125175476074) | > loss_disc_real_4: 0.3020637035369873 (0.3020637035369873) | > loss_disc_real_5: 0.3320940434932709 (0.3320940434932709) | > loss_0: 2.6862616539001465 (2.6862616539001465) | > loss_gen: 2.556168556213379 (2.556168556213379) | > loss_kl: 2.914978504180908 (2.914978504180908) | > loss_feat: 6.915043830871582 (6.915043830871582) | > loss_mel: 17.01646614074707 (17.01646614074707) | > loss_duration: 3.1776180267333984 (3.1776180267333984) | > loss_1: 32.58027648925781 (32.58027648925781)  --> STEP: 1 | > loss_disc: 2.186183452606201 (2.186183452606201) | > loss_disc_real_0: 0.1283627450466156 (0.1283627450466156) | > loss_disc_real_1: 0.2558720111846924 (0.2558720111846924) | > loss_disc_real_2: 0.13767054677009583 (0.13767054677009583) | > loss_disc_real_3: 0.21485178172588348 (0.21485178172588348) | > loss_disc_real_4: 0.2411714494228363 (0.2411714494228363) | > loss_disc_real_5: 0.1881207823753357 (0.1881207823753357) | > loss_0: 2.186183452606201 (2.186183452606201) | > loss_gen: 2.454310178756714 (2.454310178756714) | > loss_kl: 3.5284907817840576 (3.5284907817840576) | > loss_feat: 7.401586532592773 (7.401586532592773) | > loss_mel: 15.69273853302002 (15.69273853302002) | > loss_duration: 2.5128719806671143 (2.5128719806671143) | > loss_1: 31.589998245239258 (31.589998245239258)  --> STEP: 2 | > loss_disc: 2.4925894737243652 (2.339386463165283) | > loss_disc_real_0: 0.1558779776096344 (0.142120361328125) | > loss_disc_real_1: 0.237408846616745 (0.2466404289007187) | > loss_disc_real_2: 0.2207179218530655 (0.17919423431158066) | > loss_disc_real_3: 0.2628525197505951 (0.2388521507382393) | > loss_disc_real_4: 0.3059965670108795 (0.2735840082168579) | > loss_disc_real_5: 0.31948649883270264 (0.25380364060401917) | > loss_0: 2.4925894737243652 (2.339386463165283) | > loss_gen: 2.5167794227600098 (2.485544800758362) | > loss_kl: 3.0009217262268066 (3.264706254005432) | > loss_feat: 4.932984828948975 (6.167285680770874) | > loss_mel: 17.570528030395508 (16.631633281707764) | > loss_duration: 2.4897074699401855 (2.50128972530365) | > loss_1: 30.510921478271484 (31.05045986175537)  --> STEP: 3 | > loss_disc: 2.3181960582733154 (2.3323229948679605) | > loss_disc_real_0: 0.09553873538970947 (0.12659315268198648) | > loss_disc_real_1: 0.18461742997169495 (0.22596609592437744) | > loss_disc_real_2: 0.16645996272563934 (0.17494947711626688) | > loss_disc_real_3: 0.24029332399368286 (0.23933254182338715) | > loss_disc_real_4: 0.2504883408546448 (0.26588545242945355) | > loss_disc_real_5: 0.24441100656986237 (0.25067276259263355) | > loss_0: 2.3181960582733154 (2.3323229948679605) | > loss_gen: 2.366643190383911 (2.445910930633545) | > loss_kl: 3.184717893600464 (3.238043467203776) | > loss_feat: 7.921426773071289 (6.751999378204346) | > loss_mel: 16.478883743286133 (16.580716768900555) | > loss_duration: 2.402583122253418 (2.4683875242869058) | > loss_1: 32.35425567626953 (31.485058466593426)  --> STEP: 4 | > loss_disc: 2.5219125747680664 (2.379720389842987) | > loss_disc_real_0: 0.07010765373706818 (0.11247177794575691) | > loss_disc_real_1: 0.21155142784118652 (0.2223624289035797) | > loss_disc_real_2: 0.2525865137577057 (0.1943587362766266) | > loss_disc_real_3: 0.2595590651035309 (0.24438917264342308) | > loss_disc_real_4: 0.28448012471199036 (0.27053412050008774) | > loss_disc_real_5: 0.2808346748352051 (0.25821324065327644) | > loss_0: 2.5219125747680664 (2.379720389842987) | > loss_gen: 2.329164505004883 (2.4167243242263794) | > loss_kl: 3.5977673530578613 (3.3279744386672974) | > loss_feat: 5.472504615783691 (6.432125687599182) | > loss_mel: 16.69818115234375 (16.610082864761353) | > loss_duration: 2.395395517349243 (2.4501395225524902) | > loss_1: 30.493013381958008 (31.23704719543457)  --> STEP: 5 | > loss_disc: 2.277543783187866 (2.359285068511963) | > loss_disc_real_0: 0.16097022593021393 (0.12217146754264832) | > loss_disc_real_1: 0.18026693165302277 (0.21394332945346833) | > loss_disc_real_2: 0.19401557743549347 (0.19429010450839995) | > loss_disc_real_3: 0.2504746615886688 (0.24560627043247224) | > loss_disc_real_4: 0.27867591381073 (0.2721624791622162) | > loss_disc_real_5: 0.259954035282135 (0.25856139957904817) | > loss_0: 2.277543783187866 (2.359285068511963) | > loss_gen: 2.57840633392334 (2.4490607261657713) | > loss_kl: 3.256988048553467 (3.3137771606445314) | > loss_feat: 5.5228471755981445 (6.250269985198974) | > loss_mel: 17.931861877441406 (16.874438667297362) | > loss_duration: 2.366917133331299 (2.433495044708252) | > loss_1: 31.657020568847656 (31.321041870117188)  --> STEP: 6 | > loss_disc: 2.487293004989624 (2.3806197245915732) | > loss_disc_real_0: 0.10294263064861298 (0.11896666139364243) | > loss_disc_real_1: 0.29765450954437256 (0.22789519280195236) | > loss_disc_real_2: 0.24294255673885345 (0.20239884654680887) | > loss_disc_real_3: 0.23484447598457336 (0.24381263802448908) | > loss_disc_real_4: 0.24300722777843475 (0.2673032705982526) | > loss_disc_real_5: 0.2568981349468231 (0.25828418880701065) | > loss_0: 2.487293004989624 (2.3806197245915732) | > loss_gen: 2.34831166267395 (2.4322692155838013) | > loss_kl: 2.5993919372558594 (3.1947129567464194) | > loss_feat: 6.489621162414551 (6.290161848068237) | > loss_mel: 17.491809844970703 (16.977333863576252) | > loss_duration: 2.2347164154052734 (2.4003652731577554) | > loss_1: 31.163850784301758 (31.294843355814617)  --> STEP: 7 | > loss_disc: 2.5002803802490234 (2.3977141039712087) | > loss_disc_real_0: 0.13564808666706085 (0.12134972214698792) | > loss_disc_real_1: 0.23984666168689728 (0.22960254549980164) | > loss_disc_real_2: 0.15953250229358673 (0.19627508308206285) | > loss_disc_real_3: 0.26654335856437683 (0.24705988381590163) | > loss_disc_real_4: 0.27610066533088684 (0.26856004127434324) | > loss_disc_real_5: 0.31755879521369934 (0.2667519897222519) | > loss_0: 2.5002803802490234 (2.3977141039712087) | > loss_gen: 2.41538143157959 (2.429856675011771) | > loss_kl: 4.181892395019531 (3.3357385907854353) | > loss_feat: 5.615386962890625 (6.193765435900007) | > loss_mel: 17.536441802978516 (17.057206426348007) | > loss_duration: 2.501627206802368 (2.4148312636784146) | > loss_1: 32.250732421875 (31.431398936680385)  --> STEP: 8 | > loss_disc: 2.520659923553467 (2.413082331418991) | > loss_disc_real_0: 0.2310965359210968 (0.13506807386875153) | > loss_disc_real_1: 0.2536925673484802 (0.23261379823088646) | > loss_disc_real_2: 0.16347096860408783 (0.19217456877231598) | > loss_disc_real_3: 0.22337926924228668 (0.24409980699419975) | > loss_disc_real_4: 0.21959185600280762 (0.26243901811540127) | > loss_disc_real_5: 0.16397146880626678 (0.25390442460775375) | > loss_0: 2.520659923553467 (2.413082331418991) | > loss_gen: 2.2165136337280273 (2.403188794851303) | > loss_kl: 3.509112596511841 (3.357410341501236) | > loss_feat: 7.157381057739258 (6.314217388629913) | > loss_mel: 17.782991409301758 (17.147929549217224) | > loss_duration: 2.3105862140655518 (2.4018006324768066) | > loss_1: 32.976585388183594 (31.624547243118286)  --> STEP: 9 | > loss_disc: 2.384582281112671 (2.409915659162733) | > loss_disc_real_0: 0.13897009193897247 (0.13550163143210942) | > loss_disc_real_1: 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loss_disc_real_4: 0.2505548894405365 (0.264867340028286) | > loss_disc_real_5: 0.32002484798431396 (0.2610305279493332) | > loss_0: 2.5576841831207275 (2.4246925115585327) | > loss_gen: 2.2910311222076416 (2.4193559646606446) | > loss_kl: 3.0197112560272217 (3.2862065076828) | > loss_feat: 6.442567348480225 (6.356024217605591) | > loss_mel: 15.538457870483398 (17.010731792449953) | > loss_duration: 2.4232447147369385 (2.3828047037124636) | > loss_1: 29.715011596679688 (31.455123519897462)  --> STEP: 11 | > loss_disc: 2.5348854064941406 (2.43471004746177) | > loss_disc_real_0: 0.15916815400123596 (0.14495340396057477) | > loss_disc_real_1: 0.2336471676826477 (0.23727248067205603) | > loss_disc_real_2: 0.253680020570755 (0.20333135669881647) | > loss_disc_real_3: 0.22433552145957947 (0.24368077516555786) | > loss_disc_real_4: 0.2700851261615753 (0.2653416842222214) | > loss_disc_real_5: 0.29163894057273865 (0.26381311091509735) | > loss_0: 2.5348854064941406 (2.43471004746177) | > loss_gen: 2.51584792137146 (2.428127960725264) | > loss_kl: 3.6361846923828125 (3.318022706291892) | > loss_feat: 5.277801990509033 (6.258004015142268) | > loss_mel: 16.533283233642578 (16.967327378012918) | > loss_duration: 2.570493221282959 (2.399867296218872) | > loss_1: 30.533611297607422 (31.371349681507457)  --> STEP: 12 | > loss_disc: 2.299553632736206 (2.4234470129013066) | > loss_disc_real_0: 0.13770759105682373 (0.1443495862185955) | > loss_disc_real_1: 0.2195221483707428 (0.23579328631361327) | > loss_disc_real_2: 0.19114258885383606 (0.20231562604506811) | > loss_disc_real_3: 0.21944700181484222 (0.24166129405299822) | > loss_disc_real_4: 0.20343135297298431 (0.2601824899514516) | > loss_disc_real_5: 0.2213980108499527 (0.260278519243002) | > loss_0: 2.299553632736206 (2.4234470129013066) | > loss_gen: 2.340024948120117 (2.4207860430081687) | > loss_kl: 2.8440005779266357 (3.278520862261454) | > loss_feat: 5.754249095916748 (6.216024438540141) | > loss_mel: 15.74627685546875 (16.865573167800903) | > loss_duration: 2.2715697288513184 (2.389175832271576) | > loss_1: 28.95612144470215 (31.17008066177368)  --> STEP: 13 | > loss_disc: 2.57745361328125 (2.4352936744689946) | > loss_disc_real_0: 0.26182955503463745 (0.15338650689675257) | > loss_disc_real_1: 0.2481384575366974 (0.2367429148692351) | > loss_disc_real_2: 0.1738593429327011 (0.20012668119027063) | > loss_disc_real_3: 0.2741381824016571 (0.2441595162336643) | > loss_disc_real_4: 0.21692979335784912 (0.2568553594442514) | > loss_disc_real_5: 0.24728819727897644 (0.25927926370730775) | > loss_0: 2.57745361328125 (2.4352936744689946) | > loss_gen: 2.3297345638275146 (2.413782083071195) | > loss_kl: 2.750584602355957 (3.2379103807302623) | > loss_feat: 6.395904541015625 (6.229861369499793) | > loss_mel: 13.761672973632812 (16.62681161440336) | > loss_duration: 2.2545013427734375 (2.3788162561563344) | > loss_1: 27.49239730834961 (30.887181942279522)  --> STEP: 14 | > loss_disc: 2.385525941848755 (2.431738836424692) | > loss_disc_real_0: 0.10238037258386612 (0.14974321158868925) | > loss_disc_real_1: 0.20264466106891632 (0.2343073253120695) | > loss_disc_real_2: 0.22820967435836792 (0.20213260927370616) | > loss_disc_real_3: 0.20507164299488068 (0.2413675252880369) | > loss_disc_real_4: 0.27944937348365784 (0.2584692175899233) | > loss_disc_real_5: 0.2106642723083496 (0.2558067643216679) | > loss_0: 2.385525941848755 (2.431738836424692) | > loss_gen: 2.34505295753479 (2.4088728598185947) | > loss_kl: 3.313767910003662 (3.243328775678362) | > loss_feat: 7.180946350097656 (6.297796010971069) | > loss_mel: 17.944427490234375 (16.720927034105575) | > loss_duration: 2.4254071712493896 (2.382144178662981) | > loss_1: 33.20960235595703 (31.05306911468506)  --> STEP: 15 | > loss_disc: 2.4496588706970215 (2.4329335053761807) | > loss_disc_real_0: 0.260882169008255 (0.1571524754166603) | > loss_disc_real_1: 0.22114227712154388 (0.2334296554327011) | > loss_disc_real_2: 0.1820300817489624 (0.20079244077205657) | > loss_disc_real_3: 0.2534600794315338 (0.24217369556427001) | > loss_disc_real_4: 0.25424206256866455 (0.25818740725517275) | > loss_disc_real_5: 0.23466825485229492 (0.254397530357043) | > loss_0: 2.4496588706970215 (2.4329335053761807) | > loss_gen: 2.529489040374756 (2.416913938522339) | > loss_kl: 2.90226674079895 (3.2205913066864014) | > loss_feat: 6.32086706161499 (6.299334081013997) | > loss_mel: 16.42896842956543 (16.701463127136233) | > loss_duration: 2.435218572616577 (2.385682471593221) | > loss_1: 30.616811752319336 (31.023985290527342)  --> STEP: 16 | > loss_disc: 2.6946258544921875 (2.449289277195931) | > loss_disc_real_0: 0.1486208587884903 (0.15661924937739968) | > loss_disc_real_1: 0.3403519093990326 (0.24011229630559683) | > loss_disc_real_2: 0.2227705866098404 (0.20216607488691807) | > loss_disc_real_3: 0.2719678282737732 (0.24403582885861397) | > loss_disc_real_4: 0.25628551840782166 (0.2580685392022133) | > loss_disc_real_5: 0.23944295942783356 (0.25346286967396736) | > loss_0: 2.6946258544921875 (2.449289277195931) | > loss_gen: 2.194716691970825 (2.4030266106128693) | > loss_kl: 2.3851094245910645 (3.168373689055443) | > loss_feat: 6.376497745513916 (6.304156810045242) | > loss_mel: 16.064128875732422 (16.661629736423492) | > loss_duration: 2.391289472579956 (2.386032909154892) | > loss_1: 29.4117431640625 (30.92322015762329)  --> STEP: 17 | > loss_disc: 2.4300196170806885 (2.4481557677773873) | > loss_disc_real_0: 0.11283919960260391 (0.15404395233182347) | > loss_disc_real_1: 0.22925148904323578 (0.23947342529016383) | > loss_disc_real_2: 0.15430046617984772 (0.19935045084532568) | > loss_disc_real_3: 0.2693614959716797 (0.24552557398291194) | > loss_disc_real_4: 0.2697870135307312 (0.2587578612215379) | > loss_disc_real_5: 0.3190903067588806 (0.2573233071495505) | > loss_0: 2.4300196170806885 (2.4481557677773873) | > loss_gen: 2.408423900604248 (2.4033440982594207) | > loss_kl: 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2.2929344177246094 (2.385417832268609) | > loss_1: 31.637163162231445 (30.94163439008925)  --> STEP: 19 | > loss_disc: 2.5145063400268555 (2.459617614746094) | > loss_disc_real_0: 0.18211349844932556 (0.1537661324990423) | > loss_disc_real_1: 0.25959739089012146 (0.24098458729292216) | > loss_disc_real_2: 0.2629932761192322 (0.20390658394286507) | > loss_disc_real_3: 0.259123831987381 (0.2432343873538469) | > loss_disc_real_4: 0.24818234145641327 (0.25944987802129044) | > loss_disc_real_5: 0.2234439104795456 (0.2535276483548315) | > loss_0: 2.5145063400268555 (2.459617614746094) | > loss_gen: 2.420445442199707 (2.386006468220761) | > loss_kl: 2.4514715671539307 (3.1312950535824426) | > loss_feat: 7.688314437866211 (6.379578791166606) | > loss_mel: 18.066511154174805 (16.768310998615465) | > loss_duration: 2.3750929832458496 (2.384874419162148) | > loss_1: 33.001834869384766 (31.050065994262695)  --> STEP: 20 | > loss_disc: 2.5318291187286377 (2.4632281899452213) | > loss_disc_real_0: 0.22490368783473969 (0.15732301026582718) | > loss_disc_real_1: 0.28465062379837036 (0.2431678891181946) | > loss_disc_real_2: 0.20068472623825073 (0.20374549105763434) | > loss_disc_real_3: 0.23978853225708008 (0.24306209459900857) | > loss_disc_real_4: 0.25075072050094604 (0.2590149201452732) | > loss_disc_real_5: 0.19354671239852905 (0.2505286015570164) | > loss_0: 2.5318291187286377 (2.4632281899452213) | > loss_gen: 2.3914670944213867 (2.3862794995307923) | > loss_kl: 2.3538150787353516 (3.0924210548400883) | > loss_feat: 7.6281514167785645 (6.442007422447205) | > loss_mel: 18.313791275024414 (16.84558501243591) | > loss_duration: 2.3107433319091797 (2.3811678647994996) | > loss_1: 32.99797058105469 (31.147461223602296)  --> STEP: 21 | > loss_disc: 2.5389859676361084 (2.466835703168597) | > loss_disc_real_0: 0.11440417170524597 (0.15527925604865664) | > loss_disc_real_1: 0.21892541646957397 (0.24201348565873645) | > loss_disc_real_2: 0.2001340538263321 (0.20357351785614378) | > loss_disc_real_3: 0.28236719965934753 (0.24493376626854851) | > loss_disc_real_4: 0.25070562958717346 (0.25861923964250655) | > loss_disc_real_5: 0.2775405943393707 (0.2518148869276047) | > loss_0: 2.5389859676361084 (2.466835703168597) | > loss_gen: 2.1514711380004883 (2.37509814898173) | > loss_kl: 2.6699507236480713 (3.0723034200214205) | > loss_feat: 4.649057388305664 (6.356628849392846) | > loss_mel: 14.467073440551758 (16.732322556631907) | > loss_duration: 2.232931613922119 (2.3741089957101003) | > loss_1: 26.17048454284668 (30.910462334042503)  --> STEP: 22 | > loss_disc: 2.56109881401062 (2.4711203900250527) | > loss_disc_real_0: 0.12693890929222107 (0.15399105846881866) | > loss_disc_real_1: 0.27903300523757935 (0.2436961910941384) | > loss_disc_real_2: 0.18659450113773346 (0.2028017443689433) | > loss_disc_real_3: 0.22541221976280212 (0.24404642324556003) | > loss_disc_real_4: 0.2932591736316681 (0.26019378209655936) | > loss_disc_real_5: 0.20130227506160736 (0.24951885911551389) | > loss_0: 2.56109881401062 (2.4711203900250527) | > loss_gen: 2.151705026626587 (2.3649439161474053) | > loss_kl: 2.2087244987487793 (3.0330498326908457) | > loss_feat: 5.16351318359375 (6.30239631912925) | > loss_mel: 16.500980377197266 (16.72180700302124) | > loss_duration: 2.1860342025756836 (2.3655601414767173) | > loss_1: 28.210956573486328 (30.787757526744496)  --> STEP: 23 | > loss_disc: 2.5859220027923584 (2.4761117644931967) | > loss_disc_real_0: 0.20275861024856567 (0.15611138680706854) | > loss_disc_real_1: 0.23675671219825745 (0.24339447462040445) | > loss_disc_real_2: 0.2690812647342682 (0.20568346264569656) | > loss_disc_real_3: 0.30289891362190247 (0.24660522717496622) | > loss_disc_real_4: 0.24596822261810303 (0.2595752795105395) | > loss_disc_real_5: 0.26680564880371094 (0.2502704586671746) | > loss_0: 2.5859220027923584 (2.4761117644931967) | > loss_gen: 2.5840070247650146 (2.37446839913078) | > loss_kl: 2.6582720279693604 (3.016755145529042) | > loss_feat: 6.459733963012695 (6.309237086254617) | > loss_mel: 16.393455505371094 (16.707530850949496) | > loss_duration: 2.2687270641326904 (2.361350007679151) | > loss_1: 30.364194869995117 (30.76934175905974)  --> STEP: 24 | > loss_disc: 2.408003091812134 (2.473273903131486) | > loss_disc_real_0: 0.17664554715156555 (0.15696697682142258) | > loss_disc_real_1: 0.25272709131240845 (0.24378333364923796) | > loss_disc_real_2: 0.25396934151649475 (0.20769537426531315) | > loss_disc_real_3: 0.23636551201343536 (0.24617857237656912) | > loss_disc_real_4: 0.2406070977449417 (0.2587849386036396) | > loss_disc_real_5: 0.22269994020462036 (0.2491216870645682) | > loss_0: 2.408003091812134 (2.473273903131486) | > loss_gen: 2.6265852451324463 (2.3849732677141824) | > loss_kl: 2.542367458343506 (2.9969889918963113) | > loss_feat: 8.41825008392334 (6.397112627824147) | > loss_mel: 16.12454605102539 (16.683239817619324) | > loss_duration: 2.3882193565368652 (2.3624695638815556) | > loss_1: 32.09996795654297 (30.824784517288208)  --> STEP: 25 | > loss_disc: 2.4075450897216797 (2.4706447505950937) | > loss_disc_real_0: 0.14486566185951233 (0.15648292422294616) | > loss_disc_real_1: 0.19034500420093536 (0.24164580047130585) | > loss_disc_real_2: 0.2259884774684906 (0.20842709839344026) | > loss_disc_real_3: 0.2350982427597046 (0.24573535919189454) | > loss_disc_real_4: 0.23857806622982025 (0.2579766637086868) | > loss_disc_real_5: 0.236983522772789 (0.24863616049289702) | > loss_0: 2.4075450897216797 (2.4706447505950937) | > loss_gen: 2.443025827407837 (2.3872953701019286) | > loss_kl: 2.932570457458496 (2.9944122505187987) | > loss_feat: 5.584506034851074 (6.364608364105225) | > loss_mel: 14.983570098876953 (16.615253028869628) | > loss_duration: 2.4264464378356934 (2.3650286388397213) | > loss_1: 28.370119094848633 (30.726597900390626)  --> STEP: 26 | > loss_disc: 2.5796778202056885 (2.4748383301955013) | > loss_disc_real_0: 0.16557693481445312 (0.15683269386108106) | > loss_disc_real_1: 0.1632440686225891 (0.2386303492463552) | > loss_disc_real_2: 0.2148071825504303 (0.20867248624563217) | > loss_disc_real_3: 0.1658119559288025 (0.24266138214331406) | > loss_disc_real_4: 0.15188422799110413 (0.2538961854118567) | > loss_disc_real_5: 0.20254115760326385 (0.24686327576637268) | > loss_0: 2.5796778202056885 (2.4748383301955013) | > loss_gen: 1.9986138343811035 (2.3723460802665124) | > loss_kl: 2.4143199920654297 (2.972101009809054) | > loss_feat: 16.38119125366211 (6.749861552165105) | > loss_mel: 21.620121002197266 (16.80774795092069) | > loss_duration: 2.3030381202697754 (2.3626443881254926) | > loss_1: 44.717288970947266 (31.264701403104343) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025740586794339693 (+8.216271033653893e-05) | > avg_loss_disc: 2.4748383301955013 (+0.03850123515496051) | > avg_loss_disc_real_0: 0.15683269386108106 (+0.03782408397931321) | > avg_loss_disc_real_1: 0.2386303492463552 (+0.05393215612723276) | > avg_loss_disc_real_2: 0.20867248624563217 (-0.006328129424498619) | > avg_loss_disc_real_3: 0.24266138214331406 (-0.001224682881281941) | > avg_loss_disc_real_4: 0.2538961854118567 (+0.030305468119107754) | > avg_loss_disc_real_5: 0.24686327576637268 (+0.03876664919348863) | > avg_loss_0: 2.4748383301955013 (+0.03850123515496051) | > avg_loss_gen: 2.3723460802665124 (+0.12813630012365484) | > avg_loss_kl: 2.972101009809054 (-0.08248969683280372) | > avg_loss_feat: 6.749861552165105 (-0.5314660622523384) | > avg_loss_mel: 16.80774795092069 (-0.574350870572605) | > avg_loss_duration: 2.3626443881254926 (-0.026748088689951377) | > avg_loss_1: 31.264701403104343 (-1.086918317354641)  > EPOCH: 984/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:56:24)   --> TIME: 2024-06-12 10:56:27 -- STEP: 4/330 -- GLOBAL_STEP: 412725 | > loss_disc: 2.1915833950042725 (2.268506169319153) | > loss_disc_real_0: 0.08759782463312149 (0.09660368226468563) | > loss_disc_real_1: 0.16320590674877167 (0.18849298357963562) | > loss_disc_real_2: 0.20420505106449127 (0.20527268201112747) | > loss_disc_real_3: 0.22610944509506226 (0.22317645698785782) | > loss_disc_real_4: 0.23892852663993835 (0.24478204175829887) | > loss_disc_real_5: 0.19332405924797058 (0.22185655310750008) | > loss_0: 2.1915833950042725 (2.268506169319153) | > grad_norm_0: tensor(6.3032, device='cuda:0') (tensor(6.6274, device='cuda:0')) | > loss_gen: 2.553217887878418 (2.497215986251831) | > loss_kl: 2.1220855712890625 (2.0529165863990784) | > loss_feat: 7.019428730010986 (6.786115407943726) | > loss_mel: 17.851652145385742 (17.597548007965088) | > loss_duration: 2.12081241607666 (2.141432046890259) | > loss_1: 31.667194366455078 (31.075228214263916) | > grad_norm_1: tensor(49.2079, device='cuda:0') (tensor(55.8486, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.3431 (0.38521528244018555) | > loader_time: 0.0029 (0.003152012825012207)  --> TIME: 2024-06-12 10:56:36 -- STEP: 29/330 -- GLOBAL_STEP: 412750 | > loss_disc: 2.2613635063171387 (2.3098799031356285) | > loss_disc_real_0: 0.09258633852005005 (0.09852578619430805) | > loss_disc_real_1: 0.1801721453666687 (0.19169862054545303) | > loss_disc_real_2: 0.21396544575691223 (0.20531056615813026) | > loss_disc_real_3: 0.19910947978496552 (0.2234460526499255) | > loss_disc_real_4: 0.21918882429599762 (0.23318528461045232) | > loss_disc_real_5: 0.2225514054298401 (0.2231506453505878) | > loss_0: 2.2613635063171387 (2.3098799031356285) | > grad_norm_0: tensor(5.0806, device='cuda:0') (tensor(8.0456, device='cuda:0')) | > loss_gen: 2.69551157951355 (2.4980775981113825) | > loss_kl: 2.1798479557037354 (1.9242032601915557) | > loss_feat: 7.0811381340026855 (7.030874581172548) | > loss_mel: 17.071916580200195 (17.222184279869342) | > loss_duration: 2.000643253326416 (2.0006808206952855) | > loss_1: 31.029056549072266 (30.676020523597455) | > grad_norm_1: tensor(57.7597, device='cuda:0') (tensor(74.7651, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.3763 (0.3703677900906267) | > loader_time: 0.0048 (0.0033884130675217203)  --> TIME: 2024-06-12 10:56:46 -- STEP: 54/330 -- GLOBAL_STEP: 412775 | > loss_disc: 2.3742523193359375 (2.3368055688010316) | > loss_disc_real_0: 0.08827190101146698 (0.10278351604938508) | > loss_disc_real_1: 0.23117028176784515 (0.19447414328654608) | > loss_disc_real_2: 0.22424481809139252 (0.20961663954787788) | > loss_disc_real_3: 0.2594747245311737 (0.22836082373504285) | > loss_disc_real_4: 0.2342507243156433 (0.2329793616577431) | > loss_disc_real_5: 0.2214476615190506 (0.2213259651153176) | > loss_0: 2.3742523193359375 (2.3368055688010316) | > grad_norm_0: tensor(10.2226, device='cuda:0') (tensor(8.0040, device='cuda:0')) | > loss_gen: 2.5807600021362305 (2.49385553377646) | > loss_kl: 1.8066456317901611 (1.9386648601955838) | > loss_feat: 7.339540481567383 (7.04651556191621) | > loss_mel: 17.84135627746582 (17.15550634596083) | > loss_duration: 1.9521077871322632 (1.9798891257356719) | > loss_1: 31.520410537719727 (30.614431345904315) | > grad_norm_1: tensor(73.3072, device='cuda:0') (tensor(77.8394, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.361 (0.36649984342080577) | > loader_time: 0.0038 (0.0034557227735166197)  --> TIME: 2024-06-12 10:56:55 -- STEP: 79/330 -- GLOBAL_STEP: 412800 | > loss_disc: 2.3532814979553223 (2.3399247761014137) | > loss_disc_real_0: 0.12994295358657837 (0.10394738671145864) | > loss_disc_real_1: 0.22337515652179718 (0.19318303937398942) | > loss_disc_real_2: 0.2142074853181839 (0.21037540763993806) | > loss_disc_real_3: 0.2798028290271759 (0.22901961490323272) | > loss_disc_real_4: 0.23480671644210815 (0.23253638457648362) | > loss_disc_real_5: 0.1867707222700119 (0.22248974197273014) | > loss_0: 2.3532814979553223 (2.3399247761014137) | > grad_norm_0: tensor(8.6194, device='cuda:0') (tensor(7.9488, device='cuda:0')) | > loss_gen: 2.4595460891723633 (2.4928418835507165) | > loss_kl: 1.9276630878448486 (1.9616479013539567) | > loss_feat: 7.249300003051758 (7.037335021586358) | > loss_mel: 16.827438354492188 (17.121629352811023) | > loss_duration: 1.944014072418213 (1.9733913442756559) | > loss_1: 30.407960891723633 (30.586845446236527) | > grad_norm_1: tensor(126.5451, device='cuda:0') (tensor(85.3935, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.3662 (0.366942402682727) | > loader_time: 0.0043 (0.003576333009743992)  --> TIME: 2024-06-12 10:57:05 -- STEP: 104/330 -- GLOBAL_STEP: 412825 | > loss_disc: 2.3835771083831787 (2.3449366367780247) | > loss_disc_real_0: 0.10391593724489212 (0.10710231694751063) | > loss_disc_real_1: 0.17004841566085815 (0.1938454716538008) | > loss_disc_real_2: 0.21947650611400604 (0.21031322745749584) | > loss_disc_real_3: 0.24139535427093506 (0.22911306714209226) | > loss_disc_real_4: 0.2443060427904129 (0.23276560538663313) | > loss_disc_real_5: 0.229139044880867 (0.2218515994743659) | > loss_0: 2.3835771083831787 (2.3449366367780247) | > grad_norm_0: tensor(9.0775, device='cuda:0') (tensor(8.3112, device='cuda:0')) | > loss_gen: 2.513948440551758 (2.484043082365623) | > loss_kl: 2.2129218578338623 (1.9719987144837012) | > loss_feat: 6.93814754486084 (6.973342400330764) | > loss_mel: 17.0958251953125 (17.072049672787024) | > loss_duration: 2.029517889022827 (1.9769380241632464) | > loss_1: 30.790361404418945 (30.47837187693669) | > grad_norm_1: tensor(217.9461, device='cuda:0') (tensor(93.5471, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.3579 (0.36782887348761933) | > loader_time: 0.0037 (0.003632084681437566)  --> TIME: 2024-06-12 10:57:15 -- STEP: 129/330 -- GLOBAL_STEP: 412850 | > loss_disc: 2.2709031105041504 (2.352430835250736) | > loss_disc_real_0: 0.0993872731924057 (0.10977062167123308) | > loss_disc_real_1: 0.17823772132396698 (0.19411454378634466) | > loss_disc_real_2: 0.21843014657497406 (0.2100635805102282) | > loss_disc_real_3: 0.2244119644165039 (0.22929076423016628) | > loss_disc_real_4: 0.22044910490512848 (0.23303101529446682) | > loss_disc_real_5: 0.21686384081840515 (0.22204094351262085) | > loss_0: 2.2709031105041504 (2.352430835250736) | > grad_norm_0: tensor(4.6461, device='cuda:0') (tensor(8.3623, device='cuda:0')) | > loss_gen: 2.5727057456970215 (2.4748900454173715) | > loss_kl: 1.948665976524353 (1.9875657983528552) | > loss_feat: 6.799752712249756 (6.965601769528647) | > loss_mel: 17.32172393798828 (17.086064760075075) | > loss_duration: 1.9570316076278687 (1.9798647322395977) | > loss_1: 30.59988021850586 (30.49398712039918) | > grad_norm_1: tensor(38.8413, device='cuda:0') (tensor(89.9512, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.3874 (0.37213213129561085) | > loader_time: 0.0041 (0.0037911751473596856)  --> TIME: 2024-06-12 10:57:25 -- STEP: 154/330 -- GLOBAL_STEP: 412875 | > loss_disc: 2.36130428314209 (2.3564453125000004) | > loss_disc_real_0: 0.15590724349021912 (0.11135459468736277) | > loss_disc_real_1: 0.1946958750486374 (0.19482801264369642) | > loss_disc_real_2: 0.19824230670928955 (0.2101326287760363) | > loss_disc_real_3: 0.2170870155096054 (0.22965993238733962) | > loss_disc_real_4: 0.2593272626399994 (0.232967265143797) | > loss_disc_real_5: 0.23355458676815033 (0.2222635503132622) | > loss_0: 2.36130428314209 (2.3564453125000004) | > grad_norm_0: tensor(9.5242, device='cuda:0') (tensor(8.3108, device='cuda:0')) | > loss_gen: 2.5646631717681885 (2.4739211673860413) | > loss_kl: 2.176621913909912 (1.999153644233555) | > loss_feat: 7.040955066680908 (6.952472339976916) | > loss_mel: 17.452880859375 (17.08836058827191) | > loss_duration: 1.9792280197143555 (1.9839401322525818) | > loss_1: 31.21434783935547 (30.49784786670239) | > grad_norm_1: tensor(189.3597, device='cuda:0') (tensor(89.5694, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4069 (0.37684381008148193) | > loader_time: 0.0041 (0.003921504144544725)  --> TIME: 2024-06-12 10:57:35 -- STEP: 179/330 -- GLOBAL_STEP: 412900 | > loss_disc: 2.3621513843536377 (2.3597920846672698) | > loss_disc_real_0: 0.1764473170042038 (0.1129451545590129) | > loss_disc_real_1: 0.19680753350257874 (0.1945692916822167) | > loss_disc_real_2: 0.19294190406799316 (0.21005745631689465) | > loss_disc_real_3: 0.2130112200975418 (0.22996970087123317) | > loss_disc_real_4: 0.22245994210243225 (0.2327486521371916) | > loss_disc_real_5: 0.21156629920005798 (0.22288612538542826) | > loss_0: 2.3621513843536377 (2.3597920846672698) | > grad_norm_0: tensor(9.6742, device='cuda:0') (tensor(8.7007, device='cuda:0')) | > loss_gen: 2.4088032245635986 (2.46744486473126) | > loss_kl: 2.093972682952881 (2.0098806526407844) | > loss_feat: 7.01224422454834 (6.940915422066628) | > loss_mel: 16.455472946166992 (17.05650794173087) | > loss_duration: 2.0472843647003174 (1.9913240145038626) | > loss_1: 30.017778396606445 (30.466072934965847) | > grad_norm_1: tensor(278.3867, device='cuda:0') (tensor(101.2163, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4083 (0.3810886137978325) | > loader_time: 0.0044 (0.004044073254036502)  --> TIME: 2024-06-12 10:57:46 -- STEP: 204/330 -- GLOBAL_STEP: 412925 | > loss_disc: 2.3487508296966553 (2.360885826980366) | > loss_disc_real_0: 0.08339106291532516 (0.11314605607413779) | > loss_disc_real_1: 0.18386906385421753 (0.19469359239526823) | > loss_disc_real_2: 0.21753279864788055 (0.21010679978073812) | > loss_disc_real_3: 0.20352785289287567 (0.23008904956719456) | > loss_disc_real_4: 0.20148395001888275 (0.23241594623701245) | > loss_disc_real_5: 0.20581316947937012 (0.2228565655064349) | > loss_0: 2.3487508296966553 (2.360885826980366) | > grad_norm_0: tensor(26.6004, device='cuda:0') (tensor(9.8755, device='cuda:0')) | > loss_gen: 2.532048463821411 (2.469383325062545) | > loss_kl: 2.1290900707244873 (2.0203971973821235) | > loss_feat: 8.242921829223633 (6.960928428406808) | > loss_mel: 17.250001907348633 (17.022046322916076) | > loss_duration: 2.0209245681762695 (1.999778256112454) | > loss_1: 32.17498779296875 (30.472533581303615) | > grad_norm_1: tensor(563.7601, device='cuda:0') (tensor(128.3661, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4084 (0.38451049140855376) | > loader_time: 0.0053 (0.004162378170911003)  --> TIME: 2024-06-12 10:57:56 -- STEP: 229/330 -- GLOBAL_STEP: 412950 | > loss_disc: 2.4148404598236084 (2.3653393083264223) | > loss_disc_real_0: 0.08637325465679169 (0.11440731542729915) | > loss_disc_real_1: 0.197590634226799 (0.19480422796380573) | > loss_disc_real_2: 0.2046280801296234 (0.21060149996301492) | > loss_disc_real_3: 0.23593755066394806 (0.2305337670198174) | > loss_disc_real_4: 0.2490580528974533 (0.23284985600080033) | > loss_disc_real_5: 0.23211221396923065 (0.22304285320912906) | > loss_0: 2.4148404598236084 (2.3653393083264223) | > grad_norm_0: tensor(14.6926, device='cuda:0') (tensor(11.6992, device='cuda:0')) | > loss_gen: 2.6465821266174316 (2.4685986718756654) | > loss_kl: 2.1265225410461426 (2.027785910789624) | > loss_feat: 6.667220115661621 (6.9413184349193315) | > loss_mel: 17.163393020629883 (16.998022799929167) | > loss_duration: 2.11100435256958 (2.0093959070189036) | > loss_1: 30.7147216796875 (30.445121781794786) | > grad_norm_1: tensor(304.6326, device='cuda:0') (tensor(148.7202, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4153 (0.38690780656306506) | > loader_time: 0.0055 (0.004264428625981359)  --> TIME: 2024-06-12 10:58:07 -- STEP: 254/330 -- GLOBAL_STEP: 412975 | > loss_disc: 2.383016347885132 (2.3689197874444683) | > loss_disc_real_0: 0.09371279180049896 (0.11559315839797024) | > loss_disc_real_1: 0.2049659788608551 (0.19482250605511853) | > loss_disc_real_2: 0.2371789962053299 (0.21123997902306985) | > loss_disc_real_3: 0.24387769401073456 (0.23105955687094862) | > loss_disc_real_4: 0.232398122549057 (0.23306318841815934) | > loss_disc_real_5: 0.2191886007785797 (0.22264582170980182) | > loss_0: 2.383016347885132 (2.3689197874444683) | > grad_norm_0: tensor(19.9328, device='cuda:0') (tensor(13.2653, device='cuda:0')) | > loss_gen: 2.5715138912200928 (2.473481271210617) | > loss_kl: 2.1075222492218018 (2.0310502460622417) | > loss_feat: 6.950047492980957 (6.949310169445247) | > loss_mel: 16.928953170776367 (16.967163825598295) | > loss_duration: 2.0625123977661133 (2.017370446929782) | > loss_1: 30.620548248291016 (30.438376013688217) | > grad_norm_1: tensor(444.4635, device='cuda:0') (tensor(171.2910, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4264 (0.39051036571893166) | > loader_time: 0.005 (0.004363782762542484)  --> TIME: 2024-06-12 10:58:18 -- STEP: 279/330 -- GLOBAL_STEP: 413000 | > loss_disc: 2.3879194259643555 (2.3713085899216306) | > loss_disc_real_0: 0.12661342322826385 (0.11753214541889434) | > loss_disc_real_1: 0.18201126158237457 (0.19551902267027071) | > loss_disc_real_2: 0.21714121103286743 (0.21117982049355796) | > loss_disc_real_3: 0.2574560046195984 (0.23079261856694375) | > loss_disc_real_4: 0.2673836648464203 (0.23314309883929496) | > loss_disc_real_5: 0.25380825996398926 (0.22227464824594478) | > loss_0: 2.3879194259643555 (2.3713085899216306) | > grad_norm_0: tensor(37.3144, device='cuda:0') (tensor(15.5002, device='cuda:0')) | > loss_gen: 2.4965922832489014 (2.474341648881153) | > loss_kl: 2.1760733127593994 (2.0364649744444) | > loss_feat: 7.287599086761475 (6.956405381575279) | > loss_mel: 16.120176315307617 (16.927909707510352) | > loss_duration: 2.1299285888671875 (2.027425454508874) | > loss_1: 30.210369110107422 (30.422547179738253) | > grad_norm_1: tensor(479.9802, device='cuda:0') (tensor(195.2756, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4384 (0.3948354891978712) | > loader_time: 0.0064 (0.004503176631038763) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_413000.pth  --> TIME: 2024-06-12 10:58:35 -- STEP: 304/330 -- GLOBAL_STEP: 413025 | > loss_disc: 2.4681806564331055 (2.3741132248389096) | > loss_disc_real_0: 0.14064592123031616 (0.11855024843182611) | > loss_disc_real_1: 0.1706579178571701 (0.19582126157260257) | > loss_disc_real_2: 0.22393837571144104 (0.2111888122989943) | > loss_disc_real_3: 0.22428514063358307 (0.23098236101826555) | > loss_disc_real_4: 0.23081494867801666 (0.23321679131569048) | > loss_disc_real_5: 0.2143494337797165 (0.22202281438206373) | > loss_0: 2.4681806564331055 (2.3741132248389096) | > grad_norm_0: tensor(15.3297, device='cuda:0') (tensor(16.8104, device='cuda:0')) | > loss_gen: 2.3976643085479736 (2.4715805641914663) | > loss_kl: 2.1580512523651123 (2.041756079777292) | > loss_feat: 6.515485763549805 (6.969540109759883) | > loss_mel: 16.04327964782715 (16.88336907876166) | > loss_duration: 2.1839022636413574 (2.0387727033935095) | > loss_1: 29.298383712768555 (30.405018542942248) | > grad_norm_1: tensor(133.9612, device='cuda:0') (tensor(214.9067, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 0.4739 (0.40214854165127406) | > loader_time: 0.0067 (0.004700007407288804)  --> TIME: 2024-06-12 10:59:03 -- STEP: 329/330 -- GLOBAL_STEP: 413050 | > loss_disc: 2.597658395767212 (2.379279096075827) | > loss_disc_real_0: 0.1628289520740509 (0.12015390727884138) | > loss_disc_real_1: 0.18773673474788666 (0.1966547122661104) | > loss_disc_real_2: 0.29471439123153687 (0.2118841667169858) | > loss_disc_real_3: 0.2519114911556244 (0.2309066201234661) | > loss_disc_real_4: 0.22885818779468536 (0.23317621381087145) | > loss_disc_real_5: 0.3328196406364441 (0.22245024774212244) | > loss_0: 2.597658395767212 (2.379279096075827) | > grad_norm_0: tensor(7.6587, device='cuda:0') (tensor(17.1476, device='cuda:0')) | > loss_gen: 2.521930694580078 (2.46914107458932) | > loss_kl: 2.3284428119659424 (2.0516124673889755) | > loss_feat: 11.07215690612793 (7.049598150340257) | > loss_mel: 16.938934326171875 (16.8459981987904) | > loss_duration: 2.3023667335510254 (2.05404014754078) | > loss_1: 35.16383361816406 (30.470390035751016) | > grad_norm_1: tensor(63.8288, device='cuda:0') (tensor(222.8166, device='cuda:0')) | > current_lr_0: 0.00017685137284869558 | > current_lr_1: 0.00017685137284869558 | > step_time: 14.2919 (0.4561846488152594) | > loader_time: 0.0337 (0.005163581175644711)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.43365216255188 (2.43365216255188) | > loss_disc_real_0: 0.09645594656467438 (0.09645594656467438) | > loss_disc_real_1: 0.2584822177886963 (0.2584822177886963) | > loss_disc_real_2: 0.25367093086242676 (0.25367093086242676) | > loss_disc_real_3: 0.27696382999420166 (0.27696382999420166) | > loss_disc_real_4: 0.305743008852005 (0.305743008852005) | > loss_disc_real_5: 0.217511847615242 (0.217511847615242) | > loss_0: 2.43365216255188 (2.43365216255188) | > loss_gen: 2.855239152908325 (2.855239152908325) | > loss_kl: 2.6585593223571777 (2.6585593223571777) | > loss_feat: 6.521233558654785 (6.521233558654785) | > loss_mel: 16.47158432006836 (16.47158432006836) | > loss_duration: 3.0284361839294434 (3.0284361839294434) | > loss_1: 31.535053253173828 (31.535053253173828)  --> STEP: 1 | > loss_disc: 2.217170000076294 (2.217170000076294) | > loss_disc_real_0: 0.10462643206119537 (0.10462643206119537) | > loss_disc_real_1: 0.18138429522514343 (0.18138429522514343) | > loss_disc_real_2: 0.2466389685869217 (0.2466389685869217) | > loss_disc_real_3: 0.26475945115089417 (0.26475945115089417) | > loss_disc_real_4: 0.20629563927650452 (0.20629563927650452) | > loss_disc_real_5: 0.18494345247745514 (0.18494345247745514) | > loss_0: 2.217170000076294 (2.217170000076294) | > loss_gen: 2.454728126525879 (2.454728126525879) | > loss_kl: 3.692047119140625 (3.692047119140625) | > loss_feat: 7.152793884277344 (7.152793884277344) | > loss_mel: 16.983121871948242 (16.983121871948242) | > loss_duration: 2.391214370727539 (2.391214370727539) | > loss_1: 32.67390441894531 (32.67390441894531)  --> STEP: 2 | > loss_disc: 2.3661420345306396 (2.291656017303467) | > loss_disc_real_0: 0.09283827245235443 (0.0987323522567749) | > loss_disc_real_1: 0.22060859203338623 (0.20099644362926483) | > loss_disc_real_2: 0.2748698592185974 (0.26075441390275955) | > loss_disc_real_3: 0.2769797444343567 (0.2708695977926254) | > loss_disc_real_4: 0.330329030752182 (0.26831233501434326) | > loss_disc_real_5: 0.2728613018989563 (0.22890237718820572) | > loss_0: 2.3661420345306396 (2.291656017303467) | > loss_gen: 2.6654374599456787 (2.560082793235779) | > loss_kl: 2.6319739818573 (3.1620105504989624) | > loss_feat: 6.149767875671387 (6.651280879974365) | > loss_mel: 16.584836959838867 (16.783979415893555) | > loss_duration: 2.4782135486602783 (2.4347139596939087) | > loss_1: 30.510231018066406 (31.59206771850586)  --> STEP: 3 | > loss_disc: 2.3063249588012695 (2.296545664469401) | > loss_disc_real_0: 0.09497969597578049 (0.09748146682977676) | > loss_disc_real_1: 0.1662238985300064 (0.18940559526284537) | > loss_disc_real_2: 0.22953608632087708 (0.2503483047087987) | > loss_disc_real_3: 0.1940867155790329 (0.24527530372142792) | > loss_disc_real_4: 0.20296373963356018 (0.24652946988741556) | > loss_disc_real_5: 0.22469225525856018 (0.2274990032116572) | > loss_0: 2.3063249588012695 (2.296545664469401) | > loss_gen: 2.3504347801208496 (2.4902001221974692) | > loss_kl: 3.8140804767608643 (3.379367192586263) | > loss_feat: 6.997884750366211 (6.7668155034383135) | > loss_mel: 17.539880752563477 (17.035946528116863) | > loss_duration: 2.4365909099578857 (2.435339609781901) | > loss_1: 33.13887023925781 (32.10766855875651)  --> STEP: 4 | > loss_disc: 2.2369441986083984 (2.2816452980041504) | > loss_disc_real_0: 0.13034872710704803 (0.10569828189909458) | > loss_disc_real_1: 0.22927214205265045 (0.19937223196029663) | > loss_disc_real_2: 0.22244985401630402 (0.24337369203567505) | > loss_disc_real_3: 0.291640043258667 (0.2568664886057377) | > loss_disc_real_4: 0.19475974142551422 (0.23358703777194023) | > loss_disc_real_5: 0.1729874312877655 (0.21387111023068428) | > loss_0: 2.2369441986083984 (2.2816452980041504) | > loss_gen: 2.5343072414398193 (2.5012269020080566) | > loss_kl: 3.448298215866089 (3.3965999484062195) | > loss_feat: 7.140195846557617 (6.86016058921814) | > loss_mel: 16.882369995117188 (16.997552394866943) | > loss_duration: 2.4622559547424316 (2.4420686960220337) | > loss_1: 32.46742630004883 (32.19760799407959)  --> STEP: 5 | > loss_disc: 2.1274492740631104 (2.2508060932159424) | > loss_disc_real_0: 0.14343394339084625 (0.11324541419744491) | > loss_disc_real_1: 0.2213340550661087 (0.20376459658145904) | > loss_disc_real_2: 0.22889097034931183 (0.2404771476984024) | > loss_disc_real_3: 0.18129613995552063 (0.24175241887569426) | > loss_disc_real_4: 0.13689477741718292 (0.21424858570098876) | > loss_disc_real_5: 0.14086896181106567 (0.19927068054676056) | > loss_0: 2.1274492740631104 (2.2508060932159424) | > loss_gen: 2.588019371032715 (2.5185853958129885) | > loss_kl: 3.3672468662261963 (3.3907293319702148) | > loss_feat: 8.542062759399414 (7.196541023254395) | > loss_mel: 18.777061462402344 (17.353454208374025) | > loss_duration: 2.391909122467041 (2.432036781311035) | > loss_1: 35.66630172729492 (32.89134674072265)  --> STEP: 6 | > loss_disc: 2.276824951171875 (2.255142569541931) | > loss_disc_real_0: 0.12113587558269501 (0.1145604910949866) | > loss_disc_real_1: 0.23158788681030273 (0.20840181161959967) | > loss_disc_real_2: 0.20780731737613678 (0.2350321759780248) | > loss_disc_real_3: 0.1931387335062027 (0.23365013798077902) | > loss_disc_real_4: 0.18221130967140198 (0.20890903969605765) | > loss_disc_real_5: 0.18546439707279205 (0.19696963330109915) | > loss_0: 2.276824951171875 (2.255142569541931) | > loss_gen: 2.4043025970458984 (2.49953826268514) | > loss_kl: 2.9079251289367676 (3.3102619647979736) | > loss_feat: 7.176663398742676 (7.193228085835774) | > loss_mel: 18.270492553710938 (17.506293932596844) | > loss_duration: 2.164313793182373 (2.3874162832895913) | > loss_1: 32.92369842529297 (32.89673868815104)  --> STEP: 7 | > loss_disc: 2.4570565223693848 (2.283987419945853) | > loss_disc_real_0: 0.18234193325042725 (0.12424355426004954) | > loss_disc_real_1: 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loss_disc_real_4: 0.28175294399261475 (0.22392883524298668) | > loss_disc_real_5: 0.25528839230537415 (0.21364480257034302) | > loss_0: 2.5991830825805664 (2.3233868777751923) | > loss_gen: 2.940556049346924 (2.611923485994339) | > loss_kl: 3.2927329540252686 (3.486792176961899) | > loss_feat: 7.298924446105957 (7.155256271362305) | > loss_mel: 17.79815673828125 (17.323022723197937) | > loss_duration: 2.282891273498535 (2.393300861120224) | > loss_1: 33.61326217651367 (32.970295906066895)  --> STEP: 9 | > loss_disc: 2.305154323577881 (2.3213610384199352) | > loss_disc_real_0: 0.26766437292099 (0.14469020482566622) | > loss_disc_real_1: 0.19370950758457184 (0.23262015150652993) | > loss_disc_real_2: 0.23584279417991638 (0.25406965613365173) | > loss_disc_real_3: 0.23734451830387115 (0.254227629966206) | > loss_disc_real_4: 0.23188871145248413 (0.22481326593293083) | > loss_disc_real_5: 0.1755136251449585 (0.20940800507863364) | > loss_0: 2.305154323577881 (2.3213610384199352) | > loss_gen: 2.604696750640869 (2.611120515399509) | > loss_kl: 3.1999166011810303 (3.4549171129862466) | > loss_feat: 9.43868350982666 (7.408970408969456) | > loss_mel: 18.262147903442383 (17.42736996544732) | > loss_duration: 2.165924310684204 (2.368036799960666) | > loss_1: 35.67137145996094 (33.27041541205512)  --> STEP: 10 | > loss_disc: 2.4340672492980957 (2.3326316595077516) | > loss_disc_real_0: 0.09947220981121063 (0.14016840532422065) | > loss_disc_real_1: 0.25608280301094055 (0.234966416656971) | > loss_disc_real_2: 0.3407837450504303 (0.26274106502532957) | > loss_disc_real_3: 0.30309709906578064 (0.25911457687616346) | > loss_disc_real_4: 0.2296595275402069 (0.22529789209365844) | > loss_disc_real_5: 0.24759668111801147 (0.2132268726825714) | > loss_0: 2.4340672492980957 (2.3326316595077516) | > loss_gen: 2.697028875350952 (2.6197113513946535) | > loss_kl: 2.614304304122925 (3.3708558320999145) | > loss_feat: 7.9237213134765625 (7.460445499420166) | > loss_mel: 17.1501407623291 (17.3996470451355) | > loss_duration: 2.4588403701782227 (2.377117156982422) | > loss_1: 32.84403610229492 (33.2277774810791)  --> STEP: 11 | > loss_disc: 2.692941665649414 (2.365387114611539) | > loss_disc_real_0: 0.17706908285617828 (0.14352301237258044) | > loss_disc_real_1: 0.2446388602256775 (0.23584572970867157) | > loss_disc_real_2: 0.2710553705692291 (0.2634969109838659) | > loss_disc_real_3: 0.3800205886363983 (0.2701060324907303) | > loss_disc_real_4: 0.27321040630340576 (0.22965357520363547) | > loss_disc_real_5: 0.3153705596923828 (0.22251266241073608) | > loss_0: 2.692941665649414 (2.365387114611539) | > loss_gen: 2.4770867824554443 (2.606745481491089) | > loss_kl: 3.9196741580963135 (3.420748407190496) | > loss_feat: 5.356631755828857 (7.2691897045482285) | > loss_mel: 15.840425491333008 (17.257899631153453) | > loss_duration: 2.533047914505005 (2.391292680393566) | > loss_1: 30.126867294311523 (32.94587655500932)  --> STEP: 12 | > loss_disc: 2.419067621231079 (2.3698604901631675) | > loss_disc_real_0: 0.11375439167022705 (0.14104229398071766) | > loss_disc_real_1: 0.1904810220003128 (0.23206533739964166) | > loss_disc_real_2: 0.32318657636642456 (0.2684710497657458) | > loss_disc_real_3: 0.24393846094608307 (0.26792540152867633) | > loss_disc_real_4: 0.21813587844371796 (0.228693767140309) | > loss_disc_real_5: 0.2056591659784317 (0.2211082043747107) | > loss_0: 2.419067621231079 (2.3698604901631675) | > loss_gen: 2.389030694961548 (2.588602582613627) | > loss_kl: 3.1775362491607666 (3.4004807273546853) | > loss_feat: 6.126213073730469 (7.1739416519800825) | > loss_mel: 17.75141716003418 (17.299026091893513) | > loss_duration: 2.2418503761291504 (2.378839155038198) | > loss_1: 31.686046600341797 (32.8408907254537)  --> STEP: 13 | > loss_disc: 2.38202166557312 (2.370795965194702) | > loss_disc_real_0: 0.11844880878925323 (0.13930433358137423) | > loss_disc_real_1: 0.2053685188293457 (0.23001173597115737) | > loss_disc_real_2: 0.21158502995967865 (0.264095202088356) | > loss_disc_real_3: 0.25926902890205383 (0.26725952671124387) | > loss_disc_real_4: 0.23136606812477112 (0.22889932875449842) | > loss_disc_real_5: 0.19427284598350525 (0.21904394603692567) | > loss_0: 2.38202166557312 (2.370795965194702) | > loss_gen: 2.280359983444214 (2.564891613446749) | > loss_kl: 3.519252061843872 (3.4096169838538537) | > loss_feat: 6.257067680358887 (7.103412884932298) | > loss_mel: 16.627628326416016 (17.247380109933708) | > loss_duration: 2.3137996196746826 (2.373836113856389) | > loss_1: 30.998106002807617 (32.69913805448092)  --> STEP: 14 | > loss_disc: 2.43790602684021 (2.375589541026524) | > loss_disc_real_0: 0.2125633805990219 (0.14453712265406335) | > loss_disc_real_1: 0.1995278149843216 (0.22783431304352625) | > loss_disc_real_2: 0.28995463252067566 (0.26594230426209314) | > loss_disc_real_3: 0.32265713810920715 (0.2712164989539555) | > loss_disc_real_4: 0.2165723592042923 (0.2280188309294837) | > loss_disc_real_5: 0.3108551502227783 (0.22560188919305801) | > loss_0: 2.43790602684021 (2.375589541026524) | > loss_gen: 2.807445526123047 (2.5822168929236278) | > loss_kl: 4.052180290222168 (3.455514362880162) | > loss_feat: 6.4754228591918945 (7.058556454522269) | > loss_mel: 17.029985427856445 (17.23185191835676) | > loss_duration: 2.410043239593506 (2.376422337123326) | > loss_1: 32.77507781982422 (32.70456232343401)  --> STEP: 15 | > loss_disc: 2.552144765853882 (2.387359889348348) | > loss_disc_real_0: 0.2667737603187561 (0.15268623183170954) | > loss_disc_real_1: 0.2125033438205719 (0.22681224842866263) | > loss_disc_real_2: 0.25342318415641785 (0.2651076962550481) | > loss_disc_real_3: 0.2786313593387604 (0.2717108229796092) | > loss_disc_real_4: 0.20085763931274414 (0.22620808482170104) | > loss_disc_real_5: 0.3367052972316742 (0.23300878306229908) | > loss_0: 2.552144765853882 (2.387359889348348) | > loss_gen: 2.6424665451049805 (2.5862335364023843) | > loss_kl: 3.0985770225524902 (3.4317185401916506) | > loss_feat: 7.8853302001953125 (7.113674704233805) | > loss_mel: 16.753799438476562 (17.199981753031413) | > loss_duration: 2.347395420074463 (2.374487209320068) | > loss_1: 32.727569580078125 (32.70609614054362)  --> STEP: 16 | > loss_disc: 2.5984795093536377 (2.4005548655986786) | > loss_disc_real_0: 0.2273736447095871 (0.1573541951365769) | > loss_disc_real_1: 0.18076969683170319 (0.22393458895385265) | > loss_disc_real_2: 0.37456080317497253 (0.2719485154375434) | > loss_disc_real_3: 0.33090299367904663 (0.275410333648324) | > loss_disc_real_4: 0.2255997210741043 (0.22617006208747625) | > loss_disc_real_5: 0.20516537129878998 (0.23126856982707977) | > loss_0: 2.5984795093536377 (2.4005548655986786) | > loss_gen: 2.5649800300598145 (2.584905192255974) | > loss_kl: 3.235696315765381 (3.4194671511650085) | > loss_feat: 6.738525390625 (7.090227872133255) | > loss_mel: 16.62957763671875 (17.16433149576187) | > loss_duration: 2.4302010536193848 (2.3779693245887756) | > loss_1: 31.598979949951172 (32.63690137863159)  --> STEP: 17 | > loss_disc: 2.3543572425842285 (2.3978373583625343) | > loss_disc_real_0: 0.14506851136684418 (0.15663150785600438) | > loss_disc_real_1: 0.15306778252124786 (0.2197659532813465) | > loss_disc_real_2: 0.32900527119636536 (0.27530479518806233) | > loss_disc_real_3: 0.22821424901485443 (0.272634093375767) | > loss_disc_real_4: 0.24551177024841309 (0.22730780962635488) | > loss_disc_real_5: 0.2507197856903076 (0.23241275899550495) | > loss_0: 2.3543572425842285 (2.3978373583625343) | > loss_gen: 2.549931526184082 (2.5828479177811565) | > loss_kl: 2.342114210128784 (3.356093448751113) | > loss_feat: 6.2637038230896 (7.041608810424805) | > loss_mel: 17.54185676574707 (17.18653886458453) | > loss_duration: 2.4704477787017822 (2.3834092336542465) | > loss_1: 31.168052673339844 (32.55049851361443)  --> STEP: 18 | > loss_disc: 2.4596188068389893 (2.4012696610556707) | > loss_disc_real_0: 0.11731147766113281 (0.15444706173406708) | > loss_disc_real_1: 0.1785707175731659 (0.21747732907533646) | > loss_disc_real_2: 0.3627679646015167 (0.28016386015547645) | > loss_disc_real_3: 0.2657180428504944 (0.27224986834658516) | > loss_disc_real_4: 0.23723256587982178 (0.22785918497376972) | > loss_disc_real_5: 0.1831209361553192 (0.2296743243932724) | > loss_0: 2.4596188068389893 (2.4012696610556707) | > loss_gen: 2.4317355155944824 (2.5744527843263416) | > loss_kl: 3.234607458114624 (3.3493442270490856) | > loss_feat: 7.537997245788574 (7.069185945722792) | > loss_mel: 16.7646484375 (17.163100507524277) | > loss_duration: 2.2538628578186035 (2.3762122127744885) | > loss_1: 32.22285461425781 (32.532296074761284)  --> STEP: 19 | > loss_disc: 2.5681121349334717 (2.4100508438913444) | > loss_disc_real_0: 0.20469185709953308 (0.15709152464803897) | > loss_disc_real_1: 0.24249710142612457 (0.21879415919906214) | > loss_disc_real_2: 0.35485586524009705 (0.2840950183178249) | > loss_disc_real_3: 0.31808534264564514 (0.2746622617307462) | > loss_disc_real_4: 0.26476889848709106 (0.22980180147447085) | > loss_disc_real_5: 0.29312071204185486 (0.2330136079537241) | > loss_0: 2.5681121349334717 (2.4100508438913444) | > loss_gen: 2.7808990478515625 (2.5853183771434582) | > loss_kl: 2.4092462062835693 (3.299865383850901) | > loss_feat: 5.396185874938965 (6.98113331041838) | > loss_mel: 16.76141357421875 (17.14195908998188) | > loss_duration: 2.3787617683410645 (2.3763463999095715) | > loss_1: 29.726505279541016 (32.38462287501285)  --> STEP: 20 | > loss_disc: 2.337331771850586 (2.4064148902893066) | > loss_disc_real_0: 0.1568816900253296 (0.1570810329169035) | > loss_disc_real_1: 0.22311316430568695 (0.2190101094543934) | > loss_disc_real_2: 0.259695440530777 (0.28287503942847253) | > loss_disc_real_3: 0.20204348862171173 (0.2710313230752945) | > loss_disc_real_4: 0.2428760826587677 (0.23045551553368568) | > loss_disc_real_5: 0.1655535250902176 (0.2296406038105488) | > loss_0: 2.337331771850586 (2.4064148902893066) | > loss_gen: 2.518113613128662 (2.5819581389427184) | > loss_kl: 2.3286402225494385 (3.2513041257858277) | > loss_feat: 5.629668235778809 (6.913560056686402) | > loss_mel: 17.182905197143555 (17.144006395339964) | > loss_duration: 2.3516104221343994 (2.375109601020813) | > loss_1: 30.010936737060547 (32.26593856811523)  --> STEP: 21 | > loss_disc: 2.53009295463562 (2.4123043219248452) | > loss_disc_real_0: 0.10535494238138199 (0.15461788574854532) | > loss_disc_real_1: 0.24158143997192383 (0.22008493471713292) | > loss_disc_real_2: 0.28826704621315 (0.2831318016563143) | > loss_disc_real_3: 0.28822842240333557 (0.271850232567106) | > loss_disc_real_4: 0.24874724447727203 (0.23132655024528503) | > loss_disc_real_5: 0.22204110026359558 (0.2292787226892653) | > loss_0: 2.53009295463562 (2.4123043219248452) | > loss_gen: 2.3504488468170166 (2.5709338869367326) | > loss_kl: 2.8837828636169434 (3.233803113301595) | > loss_feat: 4.419802665710449 (6.794809704735165) | > loss_mel: 14.745190620422363 (17.02977707272484) | > loss_duration: 2.258481025695801 (2.3695558593386696) | > loss_1: 26.65770721435547 (31.99887993222191)  --> STEP: 22 | > loss_disc: 2.6212446689605713 (2.4218016104264692) | > loss_disc_real_0: 0.11921343207359314 (0.15300859239968387) | > loss_disc_real_1: 0.2455938160419464 (0.22124442932280627) | > loss_disc_real_2: 0.4081569015979767 (0.2888147607445717) | > loss_disc_real_3: 0.2731095552444458 (0.2719074745069851) | > loss_disc_real_4: 0.2726335823535919 (0.23320414261384445) | > loss_disc_real_5: 0.26193341612815857 (0.23076302693648773) | > loss_0: 2.6212446689605713 (2.4218016104264692) | > loss_gen: 2.4218804836273193 (2.56415873224085) | > loss_kl: 2.315152645111084 (3.19204627383839) | > loss_feat: 6.127758026123047 (6.76448917388916) | > loss_mel: 18.18547248840332 (17.08230868252841) | > loss_duration: 2.1896286010742188 (2.3613773475993765) | > loss_1: 31.239892959594727 (31.964380524375223)  --> STEP: 23 | > loss_disc: 2.7797625064849854 (2.437365127646405) | > loss_disc_real_0: 0.18643718957901 (0.15446200966835022) | > loss_disc_real_1: 0.29892393946647644 (0.2246217993290528) | > loss_disc_real_2: 0.28363579511642456 (0.2885895883259566) | > loss_disc_real_3: 0.2927791476249695 (0.27281493855559313) | > loss_disc_real_4: 0.27740278840065 (0.23512582286544467) | > loss_disc_real_5: 0.2450696974992752 (0.2313850560913915) | > loss_0: 2.7797625064849854 (2.437365127646405) | > loss_gen: 2.3282089233398438 (2.553900044897328) | > loss_kl: 2.6927034854888916 (3.1703357178231943) | > loss_feat: 4.9349365234375 (6.684943406478219) | > loss_mel: 16.409379959106445 (17.053050911944844) | > loss_duration: 2.2780489921569824 (2.35775437562362) | > loss_1: 28.643278121948242 (31.81998476774796)  --> STEP: 24 | > loss_disc: 2.375396490097046 (2.434783101081848) | > loss_disc_real_0: 0.0890611857175827 (0.15173697533706823) | > loss_disc_real_1: 0.14805103838443756 (0.2214313509563605) | > loss_disc_real_2: 0.2693311870098114 (0.2877871549377839) | > loss_disc_real_3: 0.2801479399204254 (0.27312048027912783) | > loss_disc_real_4: 0.2173924595117569 (0.23438693272570768) | > loss_disc_real_5: 0.23184296488761902 (0.23140413562456766) | > loss_0: 2.375396490097046 (2.434783101081848) | > loss_gen: 2.4781455993652344 (2.5507436096668243) | > loss_kl: 3.0073390007019043 (3.1635441879431405) | > loss_feat: 7.318238258361816 (6.711330691973369) | > loss_mel: 16.795879364013672 (17.042335430781044) | > loss_duration: 2.4282045364379883 (2.3606897989908853) | > loss_1: 32.02780532836914 (31.828643957773846)  --> STEP: 25 | > loss_disc: 2.60476016998291 (2.4415821838378906) | > loss_disc_real_0: 0.1337074339389801 (0.1510157936811447) | > loss_disc_real_1: 0.19609299302101135 (0.22041781663894652) | > loss_disc_real_2: 0.322786420583725 (0.2891871255636215) | > loss_disc_real_3: 0.27298614382743835 (0.27311510682106027) | > loss_disc_real_4: 0.25198984146118164 (0.23509104907512665) | > loss_disc_real_5: 0.2733078896999359 (0.2330802857875824) | > loss_0: 2.60476016998291 (2.4415821838378906) | > loss_gen: 2.191185235977173 (2.5363612747192383) | > loss_kl: 2.489907741546631 (3.13659873008728) | > loss_feat: 4.706674098968506 (6.631144428253174) | > loss_mel: 13.804936408996582 (16.912839469909667) | > loss_duration: 2.3902640342712402 (2.3618727684020997) | > loss_1: 25.58296775817871 (31.57881690979004)  --> STEP: 26 | > loss_disc: 2.333698272705078 (2.437432802640475) | > loss_disc_real_0: 0.17772997915744781 (0.15204326235331023) | > loss_disc_real_1: 0.09440755844116211 (0.21557126824672407) | > loss_disc_real_2: 0.22213095426559448 (0.28660804205215895) | > loss_disc_real_3: 0.3365228772163391 (0.2755538672208787) | > loss_disc_real_4: 0.13987843692302704 (0.23142902553081512) | > loss_disc_real_5: 0.20389817655086517 (0.2319578969707856) | > loss_0: 2.333698272705078 (2.437432802640475) | > loss_gen: 2.411515951156616 (2.5315595315052914) | > loss_kl: 2.3138623237609863 (3.1049550221516538) | > loss_feat: 17.81584930419922 (7.0613253850203295) | > loss_mel: 22.225406646728516 (17.117168976710392) | > loss_duration: 2.3219313621520996 (2.360336560469407) | > loss_1: 47.08856201171875 (32.175345567556526) --> EVAL PERFORMANCE | > avg_loader_time: 0.002520001851595365 (-5.4056827838604334e-05) | > avg_loss_disc: 2.437432802640475 (-0.03740552755502646) | > avg_loss_disc_real_0: 0.15204326235331023 (-0.004789431507770836) | > avg_loss_disc_real_1: 0.21557126824672407 (-0.023059080999631137) | > avg_loss_disc_real_2: 0.28660804205215895 (+0.07793555580652678) | > avg_loss_disc_real_3: 0.2755538672208787 (+0.03289248507756465) | > avg_loss_disc_real_4: 0.23142902553081512 (-0.022467159881041587) | > avg_loss_disc_real_5: 0.2319578969707856 (-0.014905378795587093) | > avg_loss_0: 2.437432802640475 (-0.03740552755502646) | > avg_loss_gen: 2.5315595315052914 (+0.15921345123877906) | > avg_loss_kl: 3.1049550221516538 (+0.13285401234259986) | > avg_loss_feat: 7.0613253850203295 (+0.3114638328552246) | > avg_loss_mel: 17.117168976710392 (+0.3094210257897032) | > avg_loss_duration: 2.360336560469407 (-0.0023078276560855038) | > avg_loss_1: 32.175345567556526 (+0.910644164452183)  > EPOCH: 985/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 10:59:09)   --> TIME: 2024-06-12 10:59:19 -- STEP: 24/330 -- GLOBAL_STEP: 413075 | > loss_disc: 2.218794107437134 (2.2976178427537284) | > loss_disc_real_0: 0.09761795401573181 (0.09731465764343739) | > loss_disc_real_1: 0.194114089012146 (0.19294587895274162) | > loss_disc_real_2: 0.1834862381219864 (0.2085441288848718) | > loss_disc_real_3: 0.20923645794391632 (0.22395898029208183) | > loss_disc_real_4: 0.20823878049850464 (0.2290939955661694) | > loss_disc_real_5: 0.20895254611968994 (0.2214036900550127) | > loss_0: 2.218794107437134 (2.2976178427537284) | > grad_norm_0: tensor(5.2955, device='cuda:0') (tensor(8.1579, device='cuda:0')) | > loss_gen: 2.5434322357177734 (2.507876853148143) | > loss_kl: 2.0183513164520264 (1.91118427614371) | > loss_feat: 7.601429462432861 (7.0450522899627686) | > loss_mel: 17.137943267822266 (17.303908149401348) | > loss_duration: 1.9157620668411255 (2.010240177313487) | > loss_1: 31.2169189453125 (30.778261343638103) | > grad_norm_1: tensor(70.1091, device='cuda:0') (tensor(98.2311, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.3579 (0.35902583599090576) | > loader_time: 0.0034 (0.0031490127245585122)  --> TIME: 2024-06-12 10:59:28 -- STEP: 49/330 -- GLOBAL_STEP: 413100 | > loss_disc: 2.330714225769043 (2.3315560282493126) | > loss_disc_real_0: 0.06196132302284241 (0.1021068134174055) | > loss_disc_real_1: 0.18109221756458282 (0.19192321872224613) | > loss_disc_real_2: 0.1917126327753067 (0.20740146357185987) | > loss_disc_real_3: 0.21103860437870026 (0.22790668448623347) | > loss_disc_real_4: 0.24045754969120026 (0.23464517903571225) | > loss_disc_real_5: 0.1963285207748413 (0.22309773612995537) | > loss_0: 2.330714225769043 (2.3315560282493126) | > grad_norm_0: tensor(24.8163, device='cuda:0') (tensor(9.1224, device='cuda:0')) | > loss_gen: 2.5669326782226562 (2.503438662509528) | > loss_kl: 1.8039449453353882 (1.9377592704734024) | > loss_feat: 6.992669582366943 (7.052228168565399) | > loss_mel: 17.313753128051758 (17.197930842029802) | > loss_duration: 1.905374526977539 (1.9808401477580169) | > loss_1: 30.582674026489258 (30.672196952664123) | > grad_norm_1: tensor(235.4026, device='cuda:0') (tensor(98.7865, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.3694 (0.36362956008132624) | > loader_time: 0.0033 (0.003362675102389589)  --> TIME: 2024-06-12 10:59:38 -- STEP: 74/330 -- GLOBAL_STEP: 413125 | > loss_disc: 2.2808539867401123 (2.33688739505974) | > loss_disc_real_0: 0.0904591903090477 (0.10460900706616608) | > loss_disc_real_1: 0.19827935099601746 (0.19380380515311216) | > loss_disc_real_2: 0.20550362765789032 (0.20729284995311018) | > loss_disc_real_3: 0.2365846037864685 (0.22683350077352007) | > loss_disc_real_4: 0.23349086940288544 (0.23336385351580544) | > loss_disc_real_5: 0.2178875207901001 (0.22238805104751844) | > loss_0: 2.2808539867401123 (2.33688739505974) | > grad_norm_0: tensor(13.7180, device='cuda:0') (tensor(9.6803, device='cuda:0')) | > loss_gen: 2.5340049266815186 (2.4948617735424543) | > loss_kl: 1.9601224660873413 (1.9519907058896244) | > loss_feat: 7.430731773376465 (7.030182696677543) | > loss_mel: 17.036849975585938 (17.17644741728499) | > loss_duration: 1.8874434232711792 (1.9710007487116634) | > loss_1: 30.849151611328125 (30.624483160070472) | > grad_norm_1: tensor(80.8745, device='cuda:0') (tensor(103.6190, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.3548 (0.36679904203157165) | > loader_time: 0.0037 (0.003493528108339052)  --> TIME: 2024-06-12 10:59:47 -- STEP: 99/330 -- GLOBAL_STEP: 413150 | > loss_disc: 2.4526901245117188 (2.3401426257509166) | > loss_disc_real_0: 0.10576052963733673 (0.10579484513010641) | > loss_disc_real_1: 0.2569688558578491 (0.19438300650529186) | > loss_disc_real_2: 0.25561943650245667 (0.2085147773978686) | > loss_disc_real_3: 0.2579067647457123 (0.22808589462680046) | > loss_disc_real_4: 0.2356724739074707 (0.23350990947448846) | > loss_disc_real_5: 0.26986467838287354 (0.22316905795925795) | > loss_0: 2.4526901245117188 (2.3401426257509166) | > grad_norm_0: tensor(11.7169, device='cuda:0') (tensor(10.0423, device='cuda:0')) | > loss_gen: 2.438216209411621 (2.495147131910227) | > loss_kl: 2.0968494415283203 (1.9619652899828823) | > loss_feat: 6.732594013214111 (6.974671999613444) | > loss_mel: 17.155826568603516 (17.055714896230974) | > loss_duration: 1.986343264579773 (1.972860215890287) | > loss_1: 30.409828186035156 (30.46035936143663) | > grad_norm_1: tensor(143.1283, device='cuda:0') (tensor(110.5007, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.3794 (0.367616376491508) | > loader_time: 0.0043 (0.003589134023647116)  --> TIME: 2024-06-12 10:59:57 -- STEP: 124/330 -- GLOBAL_STEP: 413175 | > loss_disc: 2.4152164459228516 (2.352810928898473) | > loss_disc_real_0: 0.09916692972183228 (0.1073995234384652) | > loss_disc_real_1: 0.16854135692119598 (0.19435553493038302) | > loss_disc_real_2: 0.17106685042381287 (0.20872998994684988) | > loss_disc_real_3: 0.21930798888206482 (0.2290031721274699) | > loss_disc_real_4: 0.22388815879821777 (0.23380930132923589) | > loss_disc_real_5: 0.20795610547065735 (0.2242935305881885) | > loss_0: 2.4152164459228516 (2.352810928898473) | > grad_norm_0: tensor(8.2731, device='cuda:0') (tensor(9.7525, device='cuda:0')) | > loss_gen: 2.4727537631988525 (2.4794649808637548) | > loss_kl: 2.227494955062866 (1.9671713988627157) | > loss_feat: 8.07825756072998 (6.94609312857351) | > loss_mel: 17.264680862426758 (17.042397622139216) | > loss_duration: 1.993685245513916 (1.9782275163358258) | > loss_1: 32.03687286376953 (30.413354504492975) | > grad_norm_1: tensor(66.9512, device='cuda:0') (tensor(107.1614, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.3675 (0.3696631789207458) | > loader_time: 0.004 (0.0037459308101284888)  --> TIME: 2024-06-12 11:00:07 -- STEP: 149/330 -- GLOBAL_STEP: 413200 | > loss_disc: 2.411099433898926 (2.3587143325165614) | > loss_disc_real_0: 0.10590419173240662 (0.10924994265473129) | > loss_disc_real_1: 0.19218897819519043 (0.19556378148146125) | > loss_disc_real_2: 0.26448848843574524 (0.20994477794074373) | > loss_disc_real_3: 0.23668061196804047 (0.22875992503742248) | > loss_disc_real_4: 0.2238868772983551 (0.23302159853429602) | > loss_disc_real_5: 0.25256526470184326 (0.2243494475447892) | > loss_0: 2.411099433898926 (2.3587143325165614) | > grad_norm_0: tensor(10.5948, device='cuda:0') (tensor(9.6559, device='cuda:0')) | > loss_gen: 2.4567863941192627 (2.4735044344959634) | > loss_kl: 2.056408405303955 (1.9773189917506788) | > loss_feat: 6.398414134979248 (6.961238966692214) | > loss_mel: 17.46940803527832 (17.048309812609777) | > loss_duration: 2.018843173980713 (1.9830999102368452) | > loss_1: 30.399860382080078 (30.443471998176317) | > grad_norm_1: tensor(57.3686, device='cuda:0') (tensor(103.6586, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.3768 (0.3713347703818507) | > loader_time: 0.0041 (0.0038482438797918742)  --> TIME: 2024-06-12 11:00:17 -- STEP: 174/330 -- GLOBAL_STEP: 413225 | > loss_disc: 2.3873865604400635 (2.3603575969564505) | > loss_disc_real_0: 0.1350129246711731 (0.11046347013492694) | > loss_disc_real_1: 0.2040162980556488 (0.1945784148471109) | > loss_disc_real_2: 0.18891559541225433 (0.20998119383022704) | > loss_disc_real_3: 0.21370857954025269 (0.22907407564678414) | > loss_disc_real_4: 0.21112529933452606 (0.2335229212011414) | > loss_disc_real_5: 0.2102971076965332 (0.22430366012214248) | > loss_0: 2.3873865604400635 (2.3603575969564505) | > grad_norm_0: tensor(12.4430, device='cuda:0') (tensor(10.1819, device='cuda:0')) | > loss_gen: 2.4346396923065186 (2.470249291124015) | > loss_kl: 1.9635472297668457 (1.987788190786866) | > loss_feat: 6.812207221984863 (6.941169308519911) | > loss_mel: 16.86625862121582 (17.030588391183436) | > loss_duration: 2.093308448791504 (1.9893813948521668) | > loss_1: 30.169960021972656 (30.419176474384876) | > grad_norm_1: tensor(255.1002, device='cuda:0') (tensor(115.5087, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.4144 (0.3743640033678077) | > loader_time: 0.0047 (0.003954321488566783)  --> TIME: 2024-06-12 11:00:27 -- STEP: 199/330 -- GLOBAL_STEP: 413250 | > loss_disc: 2.4733166694641113 (2.364961395311596) | > loss_disc_real_0: 0.12730196118354797 (0.11186555488475004) | > loss_disc_real_1: 0.25369614362716675 (0.19554994423784802) | > loss_disc_real_2: 0.2551945745944977 (0.21098712573398898) | > loss_disc_real_3: 0.2615753710269928 (0.2296332815034905) | > loss_disc_real_4: 0.2414385825395584 (0.23316752925590056) | > loss_disc_real_5: 0.2387510985136032 (0.22372295935848854) | > loss_0: 2.4733166694641113 (2.364961395311596) | > grad_norm_0: tensor(20.4074, device='cuda:0') (tensor(11.7038, device='cuda:0')) | > loss_gen: 2.4757683277130127 (2.4720224998704157) | > loss_kl: 2.0030853748321533 (2.000946110217415) | > loss_feat: 5.742976188659668 (6.933439530319904) | > loss_mel: 17.365755081176758 (17.00050427326606) | > loss_duration: 2.1154181957244873 (1.998103648573909) | > loss_1: 29.7030029296875 (30.4050160221119) | > grad_norm_1: tensor(104.5767, device='cuda:0') (tensor(141.7270, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.423 (0.37851978546410947) | > loader_time: 0.0054 (0.004079370642427224)  --> TIME: 2024-06-12 11:00:38 -- STEP: 224/330 -- GLOBAL_STEP: 413275 | > loss_disc: 2.3017778396606445 (2.360495784452985) | > loss_disc_real_0: 0.0688975527882576 (0.11154002656361886) | > loss_disc_real_1: 0.1312035173177719 (0.19528662273660302) | > loss_disc_real_2: 0.20865418016910553 (0.21078735649851815) | > loss_disc_real_3: 0.24763058125972748 (0.22960416320711377) | > loss_disc_real_4: 0.2325112223625183 (0.23290557427597897) | > loss_disc_real_5: 0.21820129454135895 (0.22203337753723779) | > loss_0: 2.3017778396606445 (2.360495784452985) | > grad_norm_0: tensor(36.8346, device='cuda:0') (tensor(13.7120, device='cuda:0')) | > loss_gen: 3.051706552505493 (2.4849243387579922) | > loss_kl: 2.0456860065460205 (2.009023573781763) | > loss_feat: 8.061812400817871 (6.945058313863618) | > loss_mel: 16.753536224365234 (16.958704671689453) | > loss_duration: 2.121936798095703 (2.006428330072335) | > loss_1: 32.03467559814453 (30.40413921219962) | > grad_norm_1: tensor(730.9749, device='cuda:0') (tensor(170.2444, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.4001 (0.3819951521498816) | > loader_time: 0.0057 (0.004233063331672124)  --> TIME: 2024-06-12 11:00:48 -- STEP: 249/330 -- GLOBAL_STEP: 413300 | > loss_disc: 2.2946269512176514 (2.3616877176675466) | > loss_disc_real_0: 0.16253964602947235 (0.11364836212861011) | > loss_disc_real_1: 0.2074948251247406 (0.19598637862377857) | > loss_disc_real_2: 0.21048882603645325 (0.21090085074365378) | > loss_disc_real_3: 0.24107769131660461 (0.22953326282012895) | > loss_disc_real_4: 0.2348410040140152 (0.23287380806892272) | > loss_disc_real_5: 0.23832698166370392 (0.22150485343243706) | > loss_0: 2.2946269512176514 (2.3616877176675466) | > grad_norm_0: tensor(33.5026, device='cuda:0') (tensor(15.3555, device='cuda:0')) | > loss_gen: 2.494379997253418 (2.4881708928380153) | > loss_kl: 2.0617761611938477 (2.01495492314718) | > loss_feat: 6.65620231628418 (6.937138982566006) | > loss_mel: 16.331953048706055 (16.924193255872627) | > loss_duration: 2.0847995281219482 (2.0159066039395612) | > loss_1: 29.62911033630371 (30.38036465932088) | > grad_norm_1: tensor(360.8787, device='cuda:0') (tensor(196.7583, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.4222 (0.38593101788716144) | > loader_time: 0.0061 (0.0043649539411307345)  --> TIME: 2024-06-12 11:01:00 -- STEP: 274/330 -- GLOBAL_STEP: 413325 | > loss_disc: 2.374107837677002 (2.3596569021252822) | > loss_disc_real_0: 0.1441200077533722 (0.11477122308999081) | > loss_disc_real_1: 0.18922050297260284 (0.19540010044609543) | > loss_disc_real_2: 0.2164745181798935 (0.21041081002811446) | > loss_disc_real_3: 0.24840791523456573 (0.22956228288855868) | > loss_disc_real_4: 0.26089954376220703 (0.2325163681032884) | > loss_disc_real_5: 0.23643159866333008 (0.22142843108107574) | > loss_0: 2.374107837677002 (2.3596569021252822) | > grad_norm_0: tensor(46.7073, device='cuda:0') (tensor(16.5726, device='cuda:0')) | > loss_gen: 2.6321449279785156 (2.4895115603495697) | > loss_kl: 2.016010284423828 (2.0217059620105444) | > loss_feat: 6.7492899894714355 (6.946940114028262) | > loss_mel: 14.969503402709961 (16.87405979198262) | > loss_duration: 2.1201066970825195 (2.0249044738546766) | > loss_1: 28.487056732177734 (30.357121899180168) | > grad_norm_1: tensor(695.4341, device='cuda:0') (tensor(217.8170, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.4587 (0.3906755656221487) | > loader_time: 0.0065 (0.004511534732623692)  --> TIME: 2024-06-12 11:01:11 -- STEP: 299/330 -- GLOBAL_STEP: 413350 | > loss_disc: 2.481001377105713 (2.365413477588259) | > loss_disc_real_0: 0.18718644976615906 (0.11706819377814646) | > loss_disc_real_1: 0.19438453018665314 (0.1961125909883442) | > loss_disc_real_2: 0.20943301916122437 (0.21079008844385178) | > loss_disc_real_3: 0.21920733153820038 (0.22929507204920152) | > loss_disc_real_4: 0.21405276656150818 (0.23262111224657717) | > loss_disc_real_5: 0.22372004389762878 (0.2218045128827111) | > loss_0: 2.481001377105713 (2.365413477588259) | > grad_norm_0: tensor(37.4201, device='cuda:0') (tensor(17.7579, device='cuda:0')) | > loss_gen: 2.266767978668213 (2.486966882661035) | > loss_kl: 2.109865188598633 (2.026906733927521) | > loss_feat: 6.962313652038574 (6.957093623170884) | > loss_mel: 16.78664207458496 (16.823360768448957) | > loss_duration: 2.1921489238739014 (2.0359452942940703) | > loss_1: 30.317737579345703 (30.330273306090696) | > grad_norm_1: tensor(90.9071, device='cuda:0') (tensor(237.5494, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.4812 (0.3966253130730976) | > loader_time: 0.0068 (0.004691340851544535)  --> TIME: 2024-06-12 11:01:25 -- STEP: 324/330 -- GLOBAL_STEP: 413375 | > loss_disc: 2.431400775909424 (2.369567544371995) | > loss_disc_real_0: 0.14369629323482513 (0.11800590948558148) | > loss_disc_real_1: 0.1527007669210434 (0.19638403500487775) | > loss_disc_real_2: 0.24725888669490814 (0.21116376815386761) | > loss_disc_real_3: 0.2574737071990967 (0.22969202080994477) | > loss_disc_real_4: 0.18434420228004456 (0.23296937199286472) | > loss_disc_real_5: 0.18781624734401703 (0.22132888914626322) | > loss_0: 2.431400775909424 (2.369567544371995) | > grad_norm_0: tensor(39.2959, device='cuda:0') (tensor(19.2361, device='cuda:0')) | > loss_gen: 2.8525896072387695 (2.4907719507629498) | > loss_kl: 2.29007625579834 (2.035345588569289) | > loss_feat: 9.24081802368164 (7.012707931024057) | > loss_mel: 17.40845489501953 (16.80327781335808) | > loss_duration: 2.2511086463928223 (2.051000106481859) | > loss_1: 34.04304885864258 (30.393103405281348) | > grad_norm_1: tensor(677.9352, device='cuda:0') (tensor(258.1563, device='cuda:0')) | > current_lr_0: 0.0001768292664270895 | > current_lr_1: 0.0001768292664270895 | > step_time: 0.5979 (0.4072068193812429) | > loader_time: 0.0093 (0.004972025936032517)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5567474365234375 (2.5567474365234375) | > loss_disc_real_0: 0.11521443724632263 (0.11521443724632263) | > loss_disc_real_1: 0.21431481838226318 (0.21431481838226318) | > loss_disc_real_2: 0.3023127615451813 (0.3023127615451813) | > loss_disc_real_3: 0.2450675368309021 (0.2450675368309021) | > loss_disc_real_4: 0.27794042229652405 (0.27794042229652405) | > loss_disc_real_5: 0.21956564486026764 (0.21956564486026764) | > loss_0: 2.5567474365234375 (2.5567474365234375) | > loss_gen: 2.2603378295898438 (2.2603378295898438) | > loss_kl: 2.5398457050323486 (2.5398457050323486) | > loss_feat: 6.154758930206299 (6.154758930206299) | > loss_mel: 16.375436782836914 (16.375436782836914) | > loss_duration: 3.0938985347747803 (3.0938985347747803) | > loss_1: 30.424278259277344 (30.424278259277344)  --> STEP: 1 | > loss_disc: 2.204329252243042 (2.204329252243042) | > loss_disc_real_0: 0.11714845150709152 (0.11714845150709152) | > loss_disc_real_1: 0.14673636853694916 (0.14673636853694916) | > loss_disc_real_2: 0.18138785660266876 (0.18138785660266876) | > loss_disc_real_3: 0.16208970546722412 (0.16208970546722412) | > loss_disc_real_4: 0.19283680617809296 (0.19283680617809296) | > loss_disc_real_5: 0.18589341640472412 (0.18589341640472412) | > loss_0: 2.204329252243042 (2.204329252243042) | > loss_gen: 2.0860846042633057 (2.0860846042633057) | > loss_kl: 3.434692859649658 (3.434692859649658) | > loss_feat: 5.557713031768799 (5.557713031768799) | > loss_mel: 16.125444412231445 (16.125444412231445) | > loss_duration: 2.700307846069336 (2.700307846069336) | > loss_1: 29.90424346923828 (29.90424346923828)  --> STEP: 2 | > loss_disc: 2.3298304080963135 (2.2670798301696777) | > loss_disc_real_0: 0.08627187460660934 (0.10171016305685043) | > loss_disc_real_1: 0.17124517261981964 (0.1589907705783844) | > loss_disc_real_2: 0.23252595961093903 (0.2069569081068039) | > loss_disc_real_3: 0.19403992593288422 (0.17806481570005417) | > loss_disc_real_4: 0.2372148633003235 (0.21502583473920822) | > loss_disc_real_5: 0.19058506190776825 (0.18823923915624619) | > loss_0: 2.3298304080963135 (2.2670798301696777) | > loss_gen: 2.2583038806915283 (2.172194242477417) | > loss_kl: 3.360203504562378 (3.397448182106018) | > loss_feat: 6.30993127822876 (5.933822154998779) | > loss_mel: 17.871578216552734 (16.99851131439209) | > loss_duration: 2.4878602027893066 (2.5940840244293213) | > loss_1: 32.287879943847656 (31.09606170654297)  --> STEP: 3 | > loss_disc: 2.54158353805542 (2.358581066131592) | > loss_disc_real_0: 0.17415326833724976 (0.12585786481698355) | > loss_disc_real_1: 0.20477108657360077 (0.1742508759101232) | > loss_disc_real_2: 0.19668136537075043 (0.20353172719478607) | > loss_disc_real_3: 0.20643264055252075 (0.18752075731754303) | > loss_disc_real_4: 0.2206411212682724 (0.21689759691556296) | > loss_disc_real_5: 0.11718782782554626 (0.16455543537934622) | > loss_0: 2.54158353805542 (2.358581066131592) | > loss_gen: 2.0086488723754883 (2.1176791191101074) | > loss_kl: 3.4605026245117188 (3.418466329574585) | > loss_feat: 6.314184665679932 (6.060609658559163) | > loss_mel: 15.249096870422363 (16.41537316640218) | > loss_duration: 2.4088311195373535 (2.5323330561319985) | > loss_1: 29.44126319885254 (30.544462203979492)  --> STEP: 4 | > loss_disc: 2.5193729400634766 (2.398779034614563) | > loss_disc_real_0: 0.15871590375900269 (0.13407237455248833) | > loss_disc_real_1: 0.2292059063911438 (0.18798963353037834) | > loss_disc_real_2: 0.24363531172275543 (0.2135576233267784) | > loss_disc_real_3: 0.2545507252216339 (0.20427824929356575) | > loss_disc_real_4: 0.27861741185188293 (0.23232755064964294) | > loss_disc_real_5: 0.2519989013671875 (0.18641630187630653) | > loss_0: 2.5193729400634766 (2.398779034614563) | > loss_gen: 2.4752795696258545 (2.207079231739044) | > loss_kl: 4.129889965057373 (3.596322238445282) | > loss_feat: 6.6006269454956055 (6.195613980293274) | > loss_mel: 16.811235427856445 (16.514338731765747) | > loss_duration: 2.4813075065612793 (2.519576668739319) | > loss_1: 32.49833679199219 (31.032930850982666)  --> STEP: 5 | > loss_disc: 2.612642288208008 (2.441551685333252) | > loss_disc_real_0: 0.2224019467830658 (0.1517382889986038) | > loss_disc_real_1: 0.21406792104244232 (0.19320529103279113) | > loss_disc_real_2: 0.351102739572525 (0.24106664657592775) | > loss_disc_real_3: 0.23794499039649963 (0.21101159751415252) | > loss_disc_real_4: 0.28506237268447876 (0.24287451505661012) | > loss_disc_real_5: 0.22199009358882904 (0.19353106021881103) | > loss_0: 2.612642288208008 (2.441551685333252) | > loss_gen: 2.414628028869629 (2.2485889911651613) | > loss_kl: 3.0272021293640137 (3.482498216629028) | > loss_feat: 5.130017280578613 (5.982494640350342) | > loss_mel: 18.95514488220215 (17.002499961853026) | > loss_duration: 2.3889615535736084 (2.4934536457061767) | > loss_1: 31.91595458984375 (31.209535598754883)  --> STEP: 6 | > loss_disc: 2.5774588584899902 (2.464202880859375) | > loss_disc_real_0: 0.13937118649482727 (0.1496771052479744) | > loss_disc_real_1: 0.28378888964653015 (0.2083025574684143) | > loss_disc_real_2: 0.22999079525470734 (0.23922067135572433) | > loss_disc_real_3: 0.22565416991710663 (0.2134520262479782) | > loss_disc_real_4: 0.21926212310791016 (0.23893911639849344) | > loss_disc_real_5: 0.19775931537151337 (0.1942357694109281) | > loss_0: 2.5774588584899902 (2.464202880859375) | > loss_gen: 2.288454532623291 (2.2552332480748496) | > loss_kl: 2.8728132247924805 (3.380884051322937) | > loss_feat: 7.653151035308838 (6.260937372843425) | > loss_mel: 17.396162033081055 (17.068110307057697) | > loss_duration: 2.203561782836914 (2.4451383352279663) | > loss_1: 32.41414260864258 (31.410303433736164)  --> STEP: 7 | > loss_disc: 2.363182783126831 (2.4497714383261546) | > loss_disc_real_0: 0.13082365691661835 (0.1469837554863521) | > loss_disc_real_1: 0.1971677541732788 (0.20671187128339494) | > loss_disc_real_2: 0.21915051341056824 (0.23635350593498775) | > loss_disc_real_3: 0.23190192878246307 (0.21608772661004746) | > loss_disc_real_4: 0.29300248622894287 (0.24666245494570052) | > loss_disc_real_5: 0.27824297547340393 (0.20623679884842464) | > loss_0: 2.363182783126831 (2.4497714383261546) | > loss_gen: 2.523404359817505 (2.2935434068952287) | > loss_kl: 4.373932361602783 (3.5227480956486295) | > loss_feat: 6.341860771179199 (6.272497858319964) | > loss_mel: 18.165945053100586 (17.22494384220668) | > loss_duration: 2.6419873237609863 (2.473259619304112) | > loss_1: 34.0471305847168 (31.7869930267334)  --> STEP: 8 | > loss_disc: 2.4362969398498535 (2.448087126016617) | > loss_disc_real_0: 0.11612825095653534 (0.143126817420125) | > loss_disc_real_1: 0.1875237226486206 (0.20431335270404816) | > loss_disc_real_2: 0.15484391152858734 (0.2261648066341877) | > loss_disc_real_3: 0.2281050980091095 (0.21758989803493023) | > loss_disc_real_4: 0.28425949811935425 (0.2513620853424072) | > loss_disc_real_5: 0.2986529469490051 (0.2177888173609972) | > loss_0: 2.4362969398498535 (2.448087126016617) | > loss_gen: 2.2992472648620605 (2.2942563891410828) | > loss_kl: 3.2437491416931152 (3.48787322640419) | > loss_feat: 9.020758628845215 (6.61603045463562) | > loss_mel: 19.61666488647461 (17.523908972740173) | > loss_duration: 2.277783155441284 (2.4488250613212585) | > loss_1: 36.45820236206055 (32.37089419364929)  --> STEP: 9 | > loss_disc: 2.396024465560913 (2.442302385965983) | > loss_disc_real_0: 0.224840447306633 (0.15220610962973702) | > loss_disc_real_1: 0.19593249261379242 (0.20338214602735308) | > loss_disc_real_2: 0.2192908227443695 (0.22540103064643013) | > loss_disc_real_3: 0.192930206656456 (0.21484993232621086) | > loss_disc_real_4: 0.22564668953418732 (0.24850481914149392) | > loss_disc_real_5: 0.19607685506343842 (0.2153763771057129) | > loss_0: 2.396024465560913 (2.442302385965983) | > loss_gen: 2.7529609203338623 (2.345223559273614) | > loss_kl: 3.1751246452331543 (3.4531233840518527) | > loss_feat: 11.433043479919434 (7.151254124111599) | > loss_mel: 19.20443344116211 (17.710633913675945) | > loss_duration: 2.238131046295166 (2.425414615207248) | > loss_1: 38.80369186401367 (33.085649490356445)  --> STEP: 10 | > loss_disc: 2.2808384895324707 (2.426155996322632) | > loss_disc_real_0: 0.12711085379123688 (0.14969658404588698) | > loss_disc_real_1: 0.18535172939300537 (0.2015791043639183) | > loss_disc_real_2: 0.27388834953308105 (0.23024976253509521) | > loss_disc_real_3: 0.1952999383211136 (0.21289493292570114) | > loss_disc_real_4: 0.24637585878372192 (0.2482919231057167) | > loss_disc_real_5: 0.1644103229045868 (0.21027977168560028) | > loss_0: 2.2808384895324707 (2.426155996322632) | > loss_gen: 2.3928885459899902 (2.3499900579452513) | > loss_kl: 3.115016460418701 (3.4193126916885377) | > loss_feat: 6.117778778076172 (7.047906589508057) | > loss_mel: 18.50432586669922 (17.790003108978272) | > loss_duration: 2.460052728652954 (2.428878426551819) | > loss_1: 32.590065002441406 (33.036091041564944)  --> STEP: 11 | > loss_disc: 2.5608630180358887 (2.4384020892056553) | > loss_disc_real_0: 0.13938388228416443 (0.1487590657039122) | > loss_disc_real_1: 0.23271293938159943 (0.2044094530018893) | > loss_disc_real_2: 0.208326518535614 (0.2282567403533242) | > loss_disc_real_3: 0.18521423637866974 (0.2103785059668801) | > loss_disc_real_4: 0.2517430782318115 (0.24860566448081622) | > loss_disc_real_5: 0.18556861579418182 (0.2080333029681986) | > loss_0: 2.5608630180358887 (2.4384020892056553) | > loss_gen: 2.214315414428711 (2.3376559994437476) | > loss_kl: 4.194688320159912 (3.489801385185935) | > loss_feat: 6.970374584197998 (7.04085822538896) | > loss_mel: 16.538536071777344 (17.67623337832364) | > loss_duration: 2.5571210384368896 (2.440536845814098) | > loss_1: 32.475032806396484 (32.98508574745872)  --> STEP: 12 | > loss_disc: 2.3258070945739746 (2.4290191729863486) | > loss_disc_real_0: 0.08675648272037506 (0.14359218378861743) | > loss_disc_real_1: 0.22156450152397156 (0.2058390403787295) | > loss_disc_real_2: 0.19466884434223175 (0.22545774901906648) | > loss_disc_real_3: 0.1924150139093399 (0.2088815482954184) | > loss_disc_real_4: 0.21711361408233643 (0.24598132694760957) | > loss_disc_real_5: 0.17981891334056854 (0.20568210383256277) | > loss_0: 2.3258070945739746 (2.4290191729863486) | > loss_gen: 2.1831157207489014 (2.3247776428858438) | > loss_kl: 2.6723010540008545 (3.4216763575871787) | > loss_feat: 6.120688438415527 (6.964177409807841) | > loss_mel: 17.05771255493164 (17.62468997637431) | > loss_duration: 2.3314192295074463 (2.431443711121877) | > loss_1: 30.365236282348633 (32.76676495869955)  --> STEP: 13 | > loss_disc: 2.4845027923583984 (2.4332871437072754) | > loss_disc_real_0: 0.1063978374004364 (0.14073108022029582) | > loss_disc_real_1: 0.18438515067100525 (0.20418874117044303) | > loss_disc_real_2: 0.2370884120464325 (0.22635241540578696) | > loss_disc_real_3: 0.20658652484416962 (0.20870500802993774) | > loss_disc_real_4: 0.20921681821346283 (0.2431532878142137) | > loss_disc_real_5: 0.12722252309322357 (0.1996467514679982) | > loss_0: 2.4845027923583984 (2.4332871437072754) | > loss_gen: 1.8551493883132935 (2.288652392534109) | > loss_kl: 3.72046160697937 (3.4446598383096547) | > loss_feat: 5.225156784057617 (6.830406592442439) | > loss_mel: 14.718430519104004 (17.401131556584286) | > loss_duration: 2.3853471279144287 (2.4278978201059194) | > loss_1: 27.9045467376709 (32.39274817246657)  --> STEP: 14 | > loss_disc: 2.6278018951416016 (2.447181054524013) | > loss_disc_real_0: 0.21827803552150726 (0.14627014845609665) | > loss_disc_real_1: 0.15358828008174896 (0.2005744225212506) | > loss_disc_real_2: 0.19573384523391724 (0.22416537467922484) | > loss_disc_real_3: 0.22341777384281158 (0.20975591987371445) | > loss_disc_real_4: 0.2462003529071808 (0.2433709353208542) | > loss_disc_real_5: 0.16856910288333893 (0.19742691942623683) | > loss_0: 2.6278018951416016 (2.447181054524013) | > loss_gen: 2.002695083618164 (2.2682268704686845) | > loss_kl: 4.060408115386963 (3.488641858100891) | > loss_feat: 5.1505937576293945 (6.710419961384365) | > loss_mel: 18.05185890197754 (17.447612081255233) | > loss_duration: 2.4398674964904785 (2.4287527969905307) | > loss_1: 31.70542335510254 (32.34365354265485)  --> STEP: 15 | > loss_disc: 2.564574956893921 (2.455007314682007) | > loss_disc_real_0: 0.19652877748012543 (0.14962072372436525) | > loss_disc_real_1: 0.22584813833236694 (0.20225933690865835) | > loss_disc_real_2: 0.1716582030057907 (0.22066489656766256) | > loss_disc_real_3: 0.2323525995016098 (0.2112623651822408) | > loss_disc_real_4: 0.2584706246852875 (0.24437758127848308) | > loss_disc_real_5: 0.24155060946941376 (0.20036849876244864) | > loss_0: 2.564574956893921 (2.455007314682007) | > loss_gen: 2.395062208175659 (2.27668255964915) | > loss_kl: 3.3464183807373047 (3.4791602929433187) | > loss_feat: 8.36437702178955 (6.820683765411377) | > loss_mel: 17.228775024414062 (17.433022944132485) | > loss_duration: 2.4433112144470215 (2.429723358154297) | > loss_1: 33.7779426574707 (32.4392728169759)  --> STEP: 16 | > loss_disc: 2.4998655319213867 (2.457810953259468) | > loss_disc_real_0: 0.16890810430049896 (0.1508261850103736) | > loss_disc_real_1: 0.2117106318473816 (0.20285004284232855) | > loss_disc_real_2: 0.2182486355304718 (0.22051388025283813) | > loss_disc_real_3: 0.27383729815483093 (0.2151732984930277) | > loss_disc_real_4: 0.2512589395046234 (0.24480766616761684) | > loss_disc_real_5: 0.23103740811347961 (0.20228530559688807) | > loss_0: 2.4998655319213867 (2.457810953259468) | > loss_gen: 2.2954351902008057 (2.277854599058628) | > loss_kl: 2.9235026836395264 (3.4444316923618317) | > loss_feat: 6.577629566192627 (6.805492877960205) | > loss_mel: 16.40253448486328 (17.36861741542816) | > loss_duration: 2.4583513736724854 (2.4315126091241837) | > loss_1: 30.657453536987305 (32.32790911197661)  --> STEP: 17 | > loss_disc: 2.556124210357666 (2.4635940860299503) | > loss_disc_real_0: 0.2880396544933319 (0.15889756556819468) | > loss_disc_real_1: 0.2138032168149948 (0.20349434719366186) | > loss_disc_real_2: 0.3205493688583374 (0.22639832075904398) | > loss_disc_real_3: 0.22710247337818146 (0.21587501466274261) | > loss_disc_real_4: 0.2523799538612366 (0.24525309485547683) | > loss_disc_real_5: 0.2921031415462494 (0.2075687077115564) | > loss_0: 2.556124210357666 (2.4635940860299503) | > loss_gen: 2.5954134464263916 (2.296534531256732) | > loss_kl: 2.795839786529541 (3.4062792273128735) | > loss_feat: 5.601778030395508 (6.734686122221105) | > loss_mel: 16.596689224243164 (17.32320987477022) | > loss_duration: 2.466700792312622 (2.433582502252915) | > loss_1: 30.056421279907227 (32.19429218067841)  --> STEP: 18 | > loss_disc: 2.4087839126586914 (2.460549076398214) | > loss_disc_real_0: 0.12186627835035324 (0.15684027183387014) | > loss_disc_real_1: 0.1938435137271881 (0.20295818977885777) | > loss_disc_real_2: 0.16885118186473846 (0.22320125748713812) | > loss_disc_real_3: 0.2078937292098999 (0.21543160991536248) | > loss_disc_real_4: 0.2554605007171631 (0.24582017295890385) | > loss_disc_real_5: 0.1862550526857376 (0.20638461576567757) | > loss_0: 2.4087839126586914 (2.460549076398214) | > loss_gen: 2.1976118087768555 (2.2910388244522943) | > loss_kl: 3.5683577060699463 (3.415283587243822) | > loss_feat: 7.109745502471924 (6.755522754457262) | > loss_mel: 16.540014266967773 (17.279699007670086) | > loss_duration: 2.290205478668213 (2.4256171120537653) | > loss_1: 31.705934524536133 (32.16716119978162)  --> STEP: 19 | > loss_disc: 2.4244346618652344 (2.458648317738583) | > loss_disc_real_0: 0.17679168283939362 (0.15789034609731875) | > loss_disc_real_1: 0.18514694273471832 (0.20202075572390304) | > loss_disc_real_2: 0.29424306750297546 (0.2269403001195506) | > loss_disc_real_3: 0.25464242696762085 (0.21749533712863922) | > loss_disc_real_4: 0.2404896765947342 (0.2455396205186844) | > loss_disc_real_5: 0.2075447291135788 (0.2064456743629355) | > loss_0: 2.4244346618652344 (2.458648317738583) | > loss_gen: 2.334968090057373 (2.293350891063088) | > loss_kl: 2.318182945251465 (3.3575414481915926) | > loss_feat: 5.293557643890381 (6.678577222322163) | > loss_mel: 17.181119918823242 (17.27451063457288) | > loss_duration: 2.3792247772216797 (2.4231754102204976) | > loss_1: 29.50705337524414 (32.02715552480596)  --> STEP: 20 | > loss_disc: 2.764277696609497 (2.473929786682129) | > loss_disc_real_0: 0.18755027651786804 (0.1593733426183462) | > loss_disc_real_1: 0.2973129451274872 (0.20678536519408225) | > loss_disc_real_2: 0.23326796293258667 (0.2272566832602024) | > loss_disc_real_3: 0.2608928680419922 (0.21966521367430686) | > loss_disc_real_4: 0.277160108089447 (0.24712064489722252) | > loss_disc_real_5: 0.27879953384399414 (0.21006336733698844) | > loss_0: 2.764277696609497 (2.473929786682129) | > loss_gen: 2.1519570350646973 (2.2862811982631683) | > loss_kl: 2.4037671089172363 (3.309852731227875) | > loss_feat: 3.791926860809326 (6.534244704246521) | > loss_mel: 11.234251976013184 (16.972497701644894) | > loss_duration: 2.3778023719787598 (2.4209067583084107) | > loss_1: 21.959705352783203 (31.523783016204824)  --> STEP: 21 | > loss_disc: 2.423374891281128 (2.471522410710653) | > loss_disc_real_0: 0.10902512073516846 (0.1569758082429568) | > loss_disc_real_1: 0.2581219971179962 (0.20922996671426863) | > loss_disc_real_2: 0.22854933142662048 (0.22731823793479375) | > loss_disc_real_3: 0.2375272512435913 (0.22051578689189183) | > loss_disc_real_4: 0.22835272550582886 (0.24622693445001329) | > loss_disc_real_5: 0.15968693792819977 (0.20766448974609375) | > loss_0: 2.423374891281128 (2.471522410710653) | > loss_gen: 2.2922091484069824 (2.2865634816033498) | > loss_kl: 2.2932069301605225 (3.261441026415144) | > loss_feat: 6.726667404174805 (6.543407689957392) | > loss_mel: 15.275297164916992 (16.891678628467375) | > loss_duration: 2.211317777633667 (2.410926330657232) | > loss_1: 28.79869842529297 (31.39401708330426)  --> STEP: 22 | > loss_disc: 2.477480888366699 (2.4717932506041094) | > loss_disc_real_0: 0.10733549296855927 (0.15471943027593874) | > loss_disc_real_1: 0.17727240920066833 (0.20777735046365045) | > loss_disc_real_2: 0.21515312790870667 (0.2267652783881534) | > loss_disc_real_3: 0.1870248019695282 (0.21899346939542078) | > loss_disc_real_4: 0.26519355177879333 (0.2470890534195033) | > loss_disc_real_5: 0.16774097084999084 (0.20584978434172543) | > loss_0: 2.477480888366699 (2.4717932506041094) | > loss_gen: 2.1003305912017822 (2.2780983502214602) | > loss_kl: 2.4239773750305176 (3.2233744968067515) | > loss_feat: 6.874337673187256 (6.558449961922386) | > loss_mel: 17.851137161254883 (16.935290379957717) | > loss_duration: 2.229282855987549 (2.4026698090813374) | > loss_1: 31.47906494140625 (31.397882895036165)  --> STEP: 23 | > loss_disc: 2.5533180236816406 (2.475337805955306) | > loss_disc_real_0: 0.2056713104248047 (0.15693472941284595) | > loss_disc_real_1: 0.2712351679801941 (0.210536386007848) | > loss_disc_real_2: 0.2896215319633484 (0.2294981589783793) | > loss_disc_real_3: 0.2906627655029297 (0.22210952574792114) | > loss_disc_real_4: 0.2691643238067627 (0.24804884778416675) | > loss_disc_real_5: 0.2176847904920578 (0.2063643498265225) | > loss_0: 2.5533180236816406 (2.475337805955306) | > loss_gen: 2.5873329639434814 (2.2915433334267656) | > loss_kl: 2.786224365234375 (3.204367969347083) | > loss_feat: 6.635549068450928 (6.561802096988844) | > loss_mel: 17.76845359802246 (16.97151486769966) | > loss_duration: 2.335766553878784 (2.3997609718986177) | > loss_1: 32.11332702636719 (31.428989161615778)  --> STEP: 24 | > loss_disc: 2.269557237625122 (2.466763615608215) | > loss_disc_real_0: 0.12639445066452026 (0.15566221779833236) | > loss_disc_real_1: 0.2276638001203537 (0.21125002826253572) | > loss_disc_real_2: 0.2563304603099823 (0.23061617153386274) | > loss_disc_real_3: 0.1794593334197998 (0.2203324344009161) | > loss_disc_real_4: 0.19538404047489166 (0.24585448081294695) | > loss_disc_real_5: 0.18849898874759674 (0.20561995978156725) | > loss_0: 2.269557237625122 (2.466763615608215) | > loss_gen: 2.4781808853149414 (2.2993198980887732) | > loss_kl: 3.0235235691070557 (3.1968327860037484) | > loss_feat: 9.871758460998535 (6.699716945489247) | > loss_mel: 17.642309188842773 (16.999464631080624) | > loss_duration: 2.4466350078582764 (2.40171405673027) | > loss_1: 35.462406158447266 (31.597048203150422)  --> STEP: 25 | > loss_disc: 2.508096694946289 (2.4684169387817376) | > loss_disc_real_0: 0.18324297666549683 (0.15676544815301896) | > loss_disc_real_1: 0.2540309429168701 (0.21296126484870911) | > loss_disc_real_2: 0.2026880383491516 (0.2294990462064743) | > loss_disc_real_3: 0.22131690382957458 (0.22037181317806243) | > loss_disc_real_4: 0.22962717711925507 (0.24520538866519928) | > loss_disc_real_5: 0.16948258876800537 (0.20417446494102479) | > loss_0: 2.508096694946289 (2.4684169387817376) | > loss_gen: 2.218302011489868 (2.296079182624817) | > loss_kl: 2.946545362472534 (3.1868212890625) | > loss_feat: 8.002897262573242 (6.751844158172608) | > loss_mel: 16.255285263061523 (16.96969745635986) | > loss_duration: 2.436131477355957 (2.4030907535552974) | > loss_1: 31.859161376953125 (31.60753273010253)  --> STEP: 26 | > loss_disc: 2.483386278152466 (2.4689926826036888) | > loss_disc_real_0: 0.12845894694328308 (0.1556767365680291) | > loss_disc_real_1: 0.18139593303203583 (0.2117472136249909) | > loss_disc_real_2: 0.15403839945793152 (0.22659671363922265) | > loss_disc_real_3: 0.2300739586353302 (0.22074497261872658) | > loss_disc_real_4: 0.16322216391563416 (0.24205218771329293) | > loss_disc_real_5: 0.16604356467723846 (0.20270789185395607) | > loss_0: 2.483386278152466 (2.4689926826036888) | > loss_gen: 1.9777390956878662 (2.283835333127242) | > loss_kl: 2.3167428970336914 (3.1533567355229306) | > loss_feat: 8.851131439208984 (6.8325859766740065) | > loss_mel: 19.011571884155273 (17.048231088198147) | > loss_duration: 2.300903797149658 (2.3991604860012345) | > loss_1: 34.45808792114258 (31.717169468219456) --> EVAL PERFORMANCE | > avg_loader_time: 0.002489887751065768 (-3.0114100529597156e-05) | > avg_loss_disc: 2.4689926826036888 (+0.031559879963213966) | > avg_loss_disc_real_0: 0.1556767365680291 (+0.003633474214718879) | > avg_loss_disc_real_1: 0.2117472136249909 (-0.0038240546217331584) | > avg_loss_disc_real_2: 0.22659671363922265 (-0.0600113284129363) | > avg_loss_disc_real_3: 0.22074497261872658 (-0.05480889460215213) | > avg_loss_disc_real_4: 0.24205218771329293 (+0.010623162182477802) | > avg_loss_disc_real_5: 0.20270789185395607 (-0.029250005116829514) | > avg_loss_0: 2.4689926826036888 (+0.031559879963213966) | > avg_loss_gen: 2.283835333127242 (-0.24772419837804938) | > avg_loss_kl: 3.1533567355229306 (+0.048401713371276855) | > avg_loss_feat: 6.8325859766740065 (-0.228739408346323) | > avg_loss_mel: 17.048231088198147 (-0.06893788851224514) | > avg_loss_duration: 2.3991604860012345 (+0.03882392553182745) | > avg_loss_1: 31.717169468219456 (-0.45817609933707004)  > EPOCH: 986/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:01:48)   --> TIME: 2024-06-12 11:01:56 -- STEP: 19/330 -- GLOBAL_STEP: 413400 | > loss_disc: 2.3465216159820557 (2.330547947632639) | > loss_disc_real_0: 0.11142955720424652 (0.10437136692436118) | > loss_disc_real_1: 0.201726034283638 (0.20553154694406608) | > loss_disc_real_2: 0.2147129774093628 (0.20493251869553014) | > loss_disc_real_3: 0.2059243768453598 (0.22491256029982315) | > loss_disc_real_4: 0.25043362379074097 (0.23314653964419113) | > loss_disc_real_5: 0.22444932162761688 (0.22736965904110357) | > loss_0: 2.3465216159820557 (2.330547947632639) | > grad_norm_0: tensor(10.1656, device='cuda:0') (tensor(8.2846, device='cuda:0')) | > loss_gen: 2.4765849113464355 (2.505145737999364) | > loss_kl: 2.003204107284546 (1.9559013467085988) | > loss_feat: 6.55354642868042 (6.884257090719123) | > loss_mel: 15.828780174255371 (17.257567606474225) | > loss_duration: 1.9387414455413818 (2.0268854216525423) | > loss_1: 28.800857543945312 (30.629757429424085) | > grad_norm_1: tensor(63.6050, device='cuda:0') (tensor(92.1778, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.3535 (0.3665988570765445) | > loader_time: 0.0038 (0.003250423230622944)  --> TIME: 2024-06-12 11:02:05 -- STEP: 44/330 -- GLOBAL_STEP: 413425 | > loss_disc: 2.4697771072387695 (2.3329727432944565) | > loss_disc_real_0: 0.09857907146215439 (0.10619865137745034) | > loss_disc_real_1: 0.17623329162597656 (0.20078229294581848) | > loss_disc_real_2: 0.21100886166095734 (0.20804608206857333) | > loss_disc_real_3: 0.26031336188316345 (0.22775100713426416) | > loss_disc_real_4: 0.2446923553943634 (0.23415737870064648) | > loss_disc_real_5: 0.2143448144197464 (0.22633237019181252) | > loss_0: 2.4697771072387695 (2.3329727432944565) | > grad_norm_0: tensor(8.6837, device='cuda:0') (tensor(7.9191, device='cuda:0')) | > loss_gen: 2.3779728412628174 (2.5124337077140813) | > loss_kl: 1.9903124570846558 (1.9623142995617606) | > loss_feat: 7.647029876708984 (6.908253019506281) | > loss_mel: 17.539676666259766 (17.109997034072876) | > loss_duration: 1.918454647064209 (1.9847520535642447) | > loss_1: 31.473447799682617 (30.477750301361084) | > grad_norm_1: tensor(62.1092, device='cuda:0') (tensor(82.2956, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.3639 (0.36325102502649487) | > loader_time: 0.0034 (0.0034790201620622115)  --> TIME: 2024-06-12 11:02:14 -- STEP: 69/330 -- GLOBAL_STEP: 413450 | > loss_disc: 2.430163860321045 (2.3520402942878618) | > loss_disc_real_0: 0.08649126440286636 (0.10624531845467677) | > loss_disc_real_1: 0.20357584953308105 (0.19806350054948227) | > loss_disc_real_2: 0.22202999889850616 (0.2098389779743941) | > loss_disc_real_3: 0.22400805354118347 (0.22952014769332996) | > loss_disc_real_4: 0.2369106560945511 (0.2342634568179863) | > loss_disc_real_5: 0.24767467379570007 (0.2272119176560554) | > loss_0: 2.430163860321045 (2.3520402942878618) | > grad_norm_0: tensor(6.3178, device='cuda:0') (tensor(7.9809, device='cuda:0')) | > loss_gen: 2.3056652545928955 (2.4927342767300815) | > loss_kl: 1.7375560998916626 (1.9596586037373198) | > loss_feat: 6.6017303466796875 (6.918735448864923) | > loss_mel: 16.6674861907959 (17.117571706357214) | > loss_duration: 1.9154787063598633 (1.9737525573675183) | > loss_1: 29.227916717529297 (30.46245276409647) | > grad_norm_1: tensor(102.4277, device='cuda:0') (tensor(81.8552, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.3564 (0.36271665752797894) | > loader_time: 0.0036 (0.003528871398041214)  --> TIME: 2024-06-12 11:02:24 -- STEP: 94/330 -- GLOBAL_STEP: 413475 | > loss_disc: 2.260523557662964 (2.352923421149558) | > loss_disc_real_0: 0.11189668625593185 (0.1077902919038179) | > loss_disc_real_1: 0.1844353973865509 (0.19709662696782576) | > loss_disc_real_2: 0.2106999158859253 (0.20976120043308177) | > loss_disc_real_3: 0.23661768436431885 (0.2291329100410989) | > loss_disc_real_4: 0.19846662878990173 (0.23354679409493792) | > loss_disc_real_5: 0.183547705411911 (0.22602168407211912) | > loss_0: 2.260523557662964 (2.352923421149558) | > grad_norm_0: tensor(6.9028, device='cuda:0') (tensor(8.0563, device='cuda:0')) | > loss_gen: 2.5750679969787598 (2.4818316165437104) | > loss_kl: 1.87068510055542 (1.9626998812594312) | > loss_feat: 7.586950778961182 (6.9168916154415045) | > loss_mel: 17.284940719604492 (17.08187488799399) | > loss_duration: 1.9876835346221924 (1.972433919602252) | > loss_1: 31.305328369140625 (30.41573205907294) | > grad_norm_1: tensor(97.1820, device='cuda:0') (tensor(80.4079, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.3709 (0.36734177711162164) | > loader_time: 0.0037 (0.0036372098516910633)  --> TIME: 2024-06-12 11:02:34 -- STEP: 119/330 -- GLOBAL_STEP: 413500 | > loss_disc: 2.383903741836548 (2.356591032332732) | > loss_disc_real_0: 0.15215244889259338 (0.10919225945317444) | > loss_disc_real_1: 0.19047069549560547 (0.1964833418361279) | > loss_disc_real_2: 0.2217044234275818 (0.20964798243606791) | > loss_disc_real_3: 0.23867836594581604 (0.22940114729043817) | > loss_disc_real_4: 0.22398942708969116 (0.23435219809287736) | > loss_disc_real_5: 0.22440017759799957 (0.22583302855491638) | > loss_0: 2.383903741836548 (2.356591032332732) | > grad_norm_0: tensor(7.7080, device='cuda:0') (tensor(8.3368, device='cuda:0')) | > loss_gen: 2.408195972442627 (2.4796637747468075) | > loss_kl: 2.153752565383911 (1.9795095579964774) | > loss_feat: 7.006632328033447 (6.9344549339358545) | > loss_mel: 16.90129280090332 (17.079837526593884) | > loss_duration: 1.9767428636550903 (1.9755415064947945) | > loss_1: 30.446617126464844 (30.449007451033392) | > grad_norm_1: tensor(44.9075, device='cuda:0') (tensor(79.5077, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.4034 (0.37078826367354195) | > loader_time: 0.0038 (0.003743339987362132) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_413500.pth  --> TIME: 2024-06-12 11:02:48 -- STEP: 144/330 -- GLOBAL_STEP: 413525 | > loss_disc: 2.235891819000244 (2.361185648375086) | > loss_disc_real_0: 0.09972836077213287 (0.11054907157085836) | > loss_disc_real_1: 0.17395801842212677 (0.19607649133023286) | > loss_disc_real_2: 0.1972532570362091 (0.210262777387268) | > loss_disc_real_3: 0.20316967368125916 (0.228884212155309) | > loss_disc_real_4: 0.20857441425323486 (0.23307582239309946) | > loss_disc_real_5: 0.20281244814395905 (0.2253243127423856) | > loss_0: 2.235891819000244 (2.361185648375086) | > grad_norm_0: tensor(7.2004, device='cuda:0') (tensor(8.7396, device='cuda:0')) | > loss_gen: 2.4667856693267822 (2.4706244617700577) | > loss_kl: 2.1345772743225098 (1.9927428911129634) | > loss_feat: 7.634135723114014 (6.918895853890313) | > loss_mel: 16.75354766845703 (17.07532272073957) | > loss_duration: 1.9875884056091309 (1.9818884424037404) | > loss_1: 30.976634979248047 (30.439474450217354) | > grad_norm_1: tensor(202.8385, device='cuda:0') (tensor(83.9267, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.3713 (0.3732318447695839) | > loader_time: 0.0043 (0.0038141277101304796)  --> TIME: 2024-06-12 11:02:58 -- STEP: 169/330 -- GLOBAL_STEP: 413550 | > loss_disc: 2.380864143371582 (2.364519914931797) | > loss_disc_real_0: 0.1528944969177246 (0.11191229753681188) | > loss_disc_real_1: 0.20876900851726532 (0.19572659013186683) | > loss_disc_real_2: 0.19707491993904114 (0.21070078359200403) | > loss_disc_real_3: 0.24116982519626617 (0.22961240777602562) | > loss_disc_real_4: 0.2506806552410126 (0.23337696025357443) | > loss_disc_real_5: 0.21345855295658112 (0.225283770607068) | > loss_0: 2.380864143371582 (2.364519914931797) | > grad_norm_0: tensor(13.5299, device='cuda:0') (tensor(8.9606, device='cuda:0')) | > loss_gen: 2.4800825119018555 (2.468139453752507) | > loss_kl: 2.0678911209106445 (1.9995769988855667) | > loss_feat: 6.274343967437744 (6.902027265559992) | > loss_mel: 16.299837112426758 (17.05875146177393) | > loss_duration: 2.028618335723877 (1.9874326851240982) | > loss_1: 29.150772094726562 (30.415927932107238) | > grad_norm_1: tensor(118.1166, device='cuda:0') (tensor(88.8403, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.3916 (0.37401099176801855) | > loader_time: 0.0046 (0.0038904734617154274)  --> TIME: 2024-06-12 11:03:08 -- STEP: 194/330 -- GLOBAL_STEP: 413575 | > loss_disc: 2.362135648727417 (2.363661013927654) | > loss_disc_real_0: 0.10365711152553558 (0.11262446129214518) | > loss_disc_real_1: 0.2215052992105484 (0.19543870046888426) | > loss_disc_real_2: 0.2485949844121933 (0.21090713373779021) | > loss_disc_real_3: 0.25773128867149353 (0.2295716387248531) | > loss_disc_real_4: 0.23602554202079773 (0.2330508536284732) | > loss_disc_real_5: 0.21168047189712524 (0.22491505012377022) | > loss_0: 2.362135648727417 (2.363661013927654) | > grad_norm_0: tensor(8.9890, device='cuda:0') (tensor(9.2307, device='cuda:0')) | > loss_gen: 2.6246888637542725 (2.4668103124677527) | > loss_kl: 2.0858161449432373 (2.007791720714765) | > loss_feat: 6.931491851806641 (6.9004077026524495) | > loss_mel: 17.025161743164062 (17.02861487988343) | > loss_duration: 2.0281314849853516 (1.9953904520605028) | > loss_1: 30.695289611816406 (30.39901512185323) | > grad_norm_1: tensor(129.0874, device='cuda:0') (tensor(93.9705, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.4015 (0.37608233923764556) | > loader_time: 0.0049 (0.003999966936013135)  --> TIME: 2024-06-12 11:03:18 -- STEP: 219/330 -- GLOBAL_STEP: 413600 | > loss_disc: 2.319530487060547 (2.365844720030482) | > loss_disc_real_0: 0.09680385887622833 (0.11440828236747005) | > loss_disc_real_1: 0.1986083835363388 (0.1951932841103915) | > loss_disc_real_2: 0.20948676764965057 (0.21056812246368356) | > loss_disc_real_3: 0.23103754222393036 (0.22995518018665922) | > loss_disc_real_4: 0.26467883586883545 (0.23344641767408206) | > loss_disc_real_5: 0.21539649367332458 (0.22498275659400035) | > loss_0: 2.319530487060547 (2.365844720030482) | > grad_norm_0: tensor(18.8134, device='cuda:0') (tensor(10.0025, device='cuda:0')) | > loss_gen: 2.5293140411376953 (2.464831390337314) | > loss_kl: 2.136617422103882 (2.0106408144241037) | > loss_feat: 7.5728960037231445 (6.914556507650576) | > loss_mel: 17.56344985961914 (16.993721247808022) | > loss_duration: 2.0660204887390137 (2.0036221018664917) | > loss_1: 31.86829948425293 (30.387372151901733) | > grad_norm_1: tensor(211.6953, device='cuda:0') (tensor(105.2954, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.4205 (0.3794211916727561) | > loader_time: 0.0055 (0.004141708487245046)  --> TIME: 2024-06-12 11:03:29 -- STEP: 244/330 -- GLOBAL_STEP: 413625 | > loss_disc: 2.353128671646118 (2.3682301894563125) | > loss_disc_real_0: 0.0874481350183487 (0.11522683768426298) | > loss_disc_real_1: 0.19584345817565918 (0.1954319468531452) | > loss_disc_real_2: 0.2026742696762085 (0.2108380646734941) | > loss_disc_real_3: 0.2282954901456833 (0.2299308249818497) | > loss_disc_real_4: 0.21597027778625488 (0.23294939338916637) | > loss_disc_real_5: 0.22080230712890625 (0.22380357754767918) | > loss_0: 2.353128671646118 (2.3682301894563125) | > grad_norm_0: tensor(19.4931, device='cuda:0') (tensor(11.3856, device='cuda:0')) | > loss_gen: 2.602743148803711 (2.4633177636099655) | > loss_kl: 2.0938141345977783 (2.0122272567670825) | > loss_feat: 6.562529563903809 (6.914310127008156) | > loss_mel: 15.713314056396484 (16.961217415137355) | > loss_duration: 2.053924083709717 (2.013326226687823) | > loss_1: 29.026325225830078 (30.36439884686079) | > grad_norm_1: tensor(431.2589, device='cuda:0') (tensor(125.4226, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.4315 (0.38428438784646196) | > loader_time: 0.0053 (0.004295686229330596)  --> TIME: 2024-06-12 11:03:40 -- STEP: 269/330 -- GLOBAL_STEP: 413650 | > loss_disc: 2.3243660926818848 (2.369054674659075) | > loss_disc_real_0: 0.1548459380865097 (0.11677629598953024) | > loss_disc_real_1: 0.14940759539604187 (0.19535229618221409) | > loss_disc_real_2: 0.18761520087718964 (0.21036016270795277) | > loss_disc_real_3: 0.23039402067661285 (0.23003779523434698) | > loss_disc_real_4: 0.24955493211746216 (0.2331484051552847) | > loss_disc_real_5: 0.2251175493001938 (0.2239929165095645) | > loss_0: 2.3243660926818848 (2.369054674659075) | > grad_norm_0: tensor(15.3805, device='cuda:0') (tensor(12.1670, device='cuda:0')) | > loss_gen: 2.505431890487671 (2.464172543203078) | > loss_kl: 2.1335790157318115 (2.018630814818199) | > loss_feat: 7.491608619689941 (6.922298200954735) | > loss_mel: 16.678537368774414 (16.913285312156237) | > loss_duration: 2.1378064155578613 (2.0222459539604904) | > loss_1: 30.946964263916016 (30.340632917269456) | > grad_norm_1: tensor(379.0110, device='cuda:0') (tensor(141.8268, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.4368 (0.38932413505355656) | > loader_time: 0.0057 (0.004447001063690755)  --> TIME: 2024-06-12 11:03:52 -- STEP: 294/330 -- GLOBAL_STEP: 413675 | > loss_disc: 2.4764816761016846 (2.372577803475515) | > loss_disc_real_0: 0.18724381923675537 (0.11796815915121919) | > loss_disc_real_1: 0.20053279399871826 (0.1957275258744655) | > loss_disc_real_2: 0.20133458077907562 (0.21075990071304804) | > loss_disc_real_3: 0.22948384284973145 (0.2303780393839694) | > loss_disc_real_4: 0.23721030354499817 (0.23327592871829766) | > loss_disc_real_5: 0.22009776532649994 (0.22394064078931095) | > loss_0: 2.4764816761016846 (2.372577803475515) | > grad_norm_0: tensor(29.2941, device='cuda:0') (tensor(13.4109, device='cuda:0')) | > loss_gen: 2.3573946952819824 (2.4627813027829557) | > loss_kl: 2.0890605449676514 (2.023669572103588) | > loss_feat: 7.39964485168457 (6.9366698962490565) | > loss_mel: 16.372432708740234 (16.873917144982983) | > loss_duration: 2.185563087463379 (2.0329668797603273) | > loss_1: 30.404094696044922 (30.330004854267145) | > grad_norm_1: tensor(163.8094, device='cuda:0') (tensor(158.2075, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.46 (0.394523447873641) | > loader_time: 0.0068 (0.0046178167369089985)  --> TIME: 2024-06-12 11:04:05 -- STEP: 319/330 -- GLOBAL_STEP: 413700 | > loss_disc: 2.4484055042266846 (2.3768413328451787) | > loss_disc_real_0: 0.16685646772384644 (0.11990021880377423) | > loss_disc_real_1: 0.20848588645458221 (0.1962236309406525) | > loss_disc_real_2: 0.26865673065185547 (0.2112125600206441) | > loss_disc_real_3: 0.2541152238845825 (0.2305690607400524) | > loss_disc_real_4: 0.2633330523967743 (0.23339360574009277) | > loss_disc_real_5: 0.2669616639614105 (0.22403334473554617) | > loss_0: 2.4484055042266846 (2.3768413328451787) | > grad_norm_0: tensor(27.1594, device='cuda:0') (tensor(14.7770, device='cuda:0')) | > loss_gen: 2.3620669841766357 (2.464656028627977) | > loss_kl: 2.113142728805542 (2.0313907058261385) | > loss_feat: 7.437702655792236 (6.955299180129479) | > loss_mel: 16.21239471435547 (16.832479192919116) | > loss_duration: 2.2274081707000732 (2.047141667070061) | > loss_1: 30.35271453857422 (30.330966799984157) | > grad_norm_1: tensor(424.3863, device='cuda:0') (tensor(178.3631, device='cuda:0')) | > current_lr_0: 0.0001768071627687861 | > current_lr_1: 0.0001768071627687861 | > step_time: 0.5531 (0.40358098248329294) | > loader_time: 0.0085 (0.004838004755002207)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.6941869258880615 (2.6941869258880615) | > loss_disc_real_0: 0.1317296177148819 (0.1317296177148819) | > loss_disc_real_1: 0.27552610635757446 (0.27552610635757446) | > loss_disc_real_2: 0.2657597064971924 (0.2657597064971924) | > loss_disc_real_3: 0.2690592408180237 (0.2690592408180237) | > loss_disc_real_4: 0.2821190059185028 (0.2821190059185028) | > loss_disc_real_5: 0.3033501207828522 (0.3033501207828522) | > loss_0: 2.6941869258880615 (2.6941869258880615) | > loss_gen: 2.2116940021514893 (2.2116940021514893) | > loss_kl: 2.7119531631469727 (2.7119531631469727) | > loss_feat: 6.346688270568848 (6.346688270568848) | > loss_mel: 15.928393363952637 (15.928393363952637) | > loss_duration: 3.2139129638671875 (3.2139129638671875) | > loss_1: 30.412641525268555 (30.412641525268555)  --> STEP: 1 | > loss_disc: 2.2585384845733643 (2.2585384845733643) | > loss_disc_real_0: 0.12544110417366028 (0.12544110417366028) | > loss_disc_real_1: 0.2129935473203659 (0.2129935473203659) | > loss_disc_real_2: 0.14316488802433014 (0.14316488802433014) | > loss_disc_real_3: 0.25745639204978943 (0.25745639204978943) | > loss_disc_real_4: 0.2515961229801178 (0.2515961229801178) | > loss_disc_real_5: 0.21132957935333252 (0.21132957935333252) | > loss_0: 2.2585384845733643 (2.2585384845733643) | > loss_gen: 2.4127142429351807 (2.4127142429351807) | > loss_kl: 3.0782692432403564 (3.0782692432403564) | > loss_feat: 5.832077503204346 (5.832077503204346) | > loss_mel: 17.815120697021484 (17.815120697021484) | > loss_duration: 2.5320873260498047 (2.5320873260498047) | > loss_1: 31.670269012451172 (31.670269012451172)  --> STEP: 2 | > loss_disc: 2.2771589756011963 (2.2678487300872803) | > loss_disc_real_0: 0.1538209319114685 (0.1396310180425644) | > loss_disc_real_1: 0.2130352109670639 (0.2130143791437149) | > loss_disc_real_2: 0.19539205729961395 (0.16927847266197205) | > loss_disc_real_3: 0.2564038336277008 (0.2569301128387451) | > loss_disc_real_4: 0.21193009614944458 (0.2317631095647812) | > loss_disc_real_5: 0.20072107017040253 (0.20602532476186752) | > loss_0: 2.2771589756011963 (2.2678487300872803) | > loss_gen: 2.5725061893463135 (2.492610216140747) | > loss_kl: 2.5932445526123047 (2.8357568979263306) | > loss_feat: 5.597890377044678 (5.714983940124512) | > loss_mel: 16.927038192749023 (17.371079444885254) | > loss_duration: 2.507993698120117 (2.520040512084961) | > loss_1: 30.198673248291016 (30.934471130371094)  --> STEP: 3 | > loss_disc: 2.054553985595703 (2.1967504819234214) | > loss_disc_real_0: 0.12921586632728577 (0.13615930080413818) | > loss_disc_real_1: 0.16047866642475128 (0.19550247490406036) | > loss_disc_real_2: 0.1553449183702469 (0.16463395456473032) | > loss_disc_real_3: 0.23269687592983246 (0.2488523672024409) | > loss_disc_real_4: 0.18275359272956848 (0.2154266039530436) | > loss_disc_real_5: 0.19727113842964172 (0.20310726265112558) | > loss_0: 2.054553985595703 (2.1967504819234214) | > loss_gen: 2.653951644897461 (2.546390692392985) | > loss_kl: 3.4036998748779297 (3.0250712235768638) | > loss_feat: 7.432020664215088 (6.28732951482137) | > loss_mel: 18.595930099487305 (17.77936299641927) | > loss_duration: 2.4614579677581787 (2.5005129973093667) | > loss_1: 34.54705810546875 (32.13866678873698)  --> STEP: 4 | > loss_disc: 2.6252541542053223 (2.3038763999938965) | > loss_disc_real_0: 0.1558382213115692 (0.14107903093099594) | > loss_disc_real_1: 0.22334137558937073 (0.20246220007538795) | > loss_disc_real_2: 0.19619059562683105 (0.1725231148302555) | > loss_disc_real_3: 0.2572513222694397 (0.2509521059691906) | > loss_disc_real_4: 0.24366390705108643 (0.22248592972755432) | > loss_disc_real_5: 0.2025074064731598 (0.20295729860663414) | > loss_0: 2.6252541542053223 (2.3038763999938965) | > loss_gen: 1.9952378273010254 (2.408602476119995) | > loss_kl: 4.684286594390869 (3.439875066280365) | > loss_feat: 5.21754264831543 (6.019882798194885) | > loss_mel: 16.158950805664062 (17.37425994873047) | > loss_duration: 2.4491305351257324 (2.4876673817634583) | > loss_1: 30.50514793395996 (31.730287075042725)  --> STEP: 5 | > loss_disc: 2.4227077960968018 (2.3276426792144775) | > loss_disc_real_0: 0.08266441524028778 (0.12939610779285432) | > loss_disc_real_1: 0.21125954389572144 (0.20422166883945464) | > loss_disc_real_2: 0.2309895008802414 (0.1842163920402527) | > loss_disc_real_3: 0.2558422386646271 (0.2519301325082779) | > loss_disc_real_4: 0.21231313049793243 (0.22045136988162994) | > loss_disc_real_5: 0.21573159098625183 (0.20551215708255768) | > loss_0: 2.4227077960968018 (2.3276426792144775) | > loss_gen: 2.1571569442749023 (2.3583133697509764) | > loss_kl: 2.8111960887908936 (3.3141392707824706) | > loss_feat: 5.989941596984863 (6.013894557952881) | > loss_mel: 17.438743591308594 (17.387156677246093) | > loss_duration: 2.3989992141723633 (2.4699337482452393) | > loss_1: 30.796035766601562 (31.543436813354493)  --> STEP: 6 | > loss_disc: 2.0634446144104004 (2.283609668413798) | > loss_disc_real_0: 0.08278106153011322 (0.12162693341573079) | > loss_disc_real_1: 0.14298927783966064 (0.19401627033948898) | > loss_disc_real_2: 0.17958301305770874 (0.1834441622098287) | > loss_disc_real_3: 0.2563822567462921 (0.2526721532146136) | > loss_disc_real_4: 0.21884892880916595 (0.2201842963695526) | > loss_disc_real_5: 0.19174045324325562 (0.20321687310934067) | > loss_0: 2.0634446144104004 (2.283609668413798) | > loss_gen: 2.5538830757141113 (2.3909083207448325) | > loss_kl: 2.9655723571777344 (3.256044785181681) | > loss_feat: 6.538987636566162 (6.101410071055095) | > loss_mel: 18.944591522216797 (17.64672915140788) | > loss_duration: 2.209282398223877 (2.426491856575012) | > loss_1: 33.212318420410156 (31.82158374786377)  --> STEP: 7 | > loss_disc: 2.2999887466430664 (2.285949536732265) | > loss_disc_real_0: 0.10085311532020569 (0.11865924511637006) | > loss_disc_real_1: 0.23282822966575623 (0.19956083595752716) | > loss_disc_real_2: 0.24292078614234924 (0.19194082277161734) | > loss_disc_real_3: 0.2832910418510437 (0.25704628016267506) | > loss_disc_real_4: 0.23567745089530945 (0.22239760415894644) | > loss_disc_real_5: 0.2101299911737442 (0.20420446140425547) | > loss_0: 2.2999887466430664 (2.285949536732265) | > loss_gen: 2.5102620124816895 (2.407958848135812) | > loss_kl: 4.6536688804626465 (3.455705370221819) | > loss_feat: 7.983776569366455 (6.3703195708138605) | > loss_mel: 18.382648468017578 (17.75186048235212) | > loss_duration: 2.5645909309387207 (2.4462202957698276) | > loss_1: 36.094947814941406 (32.43206432887486)  --> STEP: 8 | > loss_disc: 2.3082408905029297 (2.288735955953598) | > loss_disc_real_0: 0.19545692205429077 (0.12825895473361015) | > loss_disc_real_1: 0.19181831181049347 (0.19859302043914795) | > loss_disc_real_2: 0.1945601850748062 (0.19226824305951595) | > loss_disc_real_3: 0.20568321645259857 (0.2506258971989155) | > loss_disc_real_4: 0.20385976135730743 (0.22008037380874157) | > loss_disc_real_5: 0.1996810883283615 (0.20363903976976871) | > loss_0: 2.3082408905029297 (2.288735955953598) | > loss_gen: 2.454458475112915 (2.41377130150795) | > loss_kl: 2.8565549850463867 (3.38081157207489) | > loss_feat: 8.615700721740723 (6.650992214679718) | > loss_mel: 18.41636848449707 (17.83492398262024) | > loss_duration: 2.2902660369873047 (2.4267260134220123) | > loss_1: 34.63334655761719 (32.70722460746765)  --> STEP: 9 | > loss_disc: 2.5318100452423096 (2.3157441880967884) | > loss_disc_real_0: 0.12406590580940247 (0.1277930604086982) | > loss_disc_real_1: 0.23484796285629272 (0.20262134737438625) | > loss_disc_real_2: 0.20395781099796295 (0.19356708394156563) | > loss_disc_real_3: 0.27261883020401 (0.25306955642170376) | > loss_disc_real_4: 0.22077812254428864 (0.22015790144602457) | > loss_disc_real_5: 0.21743227541446686 (0.2051716215080685) | > loss_0: 2.5318100452423096 (2.3157441880967884) | > loss_gen: 2.1515450477600098 (2.384635051091512) | > loss_kl: 3.6573851108551025 (3.4115419652726917) | > loss_feat: 6.322551250457764 (6.614498774210612) | > loss_mel: 18.187009811401367 (17.87404463026259) | > loss_duration: 2.2325327396392822 (2.405148983001709) | > loss_1: 32.551025390625 (32.68986913892958)  --> STEP: 10 | > loss_disc: 2.303391218185425 (2.314508891105652) | > loss_disc_real_0: 0.12594318389892578 (0.12760807275772096) | > loss_disc_real_1: 0.219402477145195 (0.20429946035146712) | > loss_disc_real_2: 0.22546765208244324 (0.19675714075565337) | > loss_disc_real_3: 0.24664023518562317 (0.2524266242980957) | > loss_disc_real_4: 0.22451670467853546 (0.22059378176927566) | > loss_disc_real_5: 0.21059566736221313 (0.20571402609348297) | > loss_0: 2.303391218185425 (2.314508891105652) | > loss_gen: 2.508619785308838 (2.397033524513245) | > loss_kl: 2.5190038681030273 (3.322288155555725) | > loss_feat: 6.899468898773193 (6.64299578666687) | > loss_mel: 17.846555709838867 (17.871295738220216) | > loss_duration: 2.452428102493286 (2.409876894950867) | > loss_1: 32.22607421875 (32.64348964691162)  --> STEP: 11 | > loss_disc: 2.5322916507720947 (2.334307323802601) | > loss_disc_real_0: 0.1484033465385437 (0.1294985521923412) | > loss_disc_real_1: 0.1842910349369049 (0.20248051258650693) | > loss_disc_real_2: 0.19561880826950073 (0.19665365598418497) | > loss_disc_real_3: 0.26014241576194763 (0.2531280598857186) | > loss_disc_real_4: 0.28116536140441895 (0.22610028900883414) | > loss_disc_real_5: 0.26526570320129395 (0.2111278149214658) | > loss_0: 2.5322916507720947 (2.334307323802601) | > loss_gen: 2.306795597076416 (2.388830076564442) | > loss_kl: 4.242471694946289 (3.405941204591231) | > loss_feat: 7.66067361831665 (6.735511953180486) | > loss_mel: 17.0327205657959 (17.795061631636187) | > loss_duration: 2.540083408355713 (2.421713850714944) | > loss_1: 33.782745361328125 (32.74705834822221)  --> STEP: 12 | > loss_disc: 2.384124994277954 (2.338458796342214) | > loss_disc_real_0: 0.1391495317220688 (0.13030280048648515) | > loss_disc_real_1: 0.16559208929538727 (0.19940647731224695) | > loss_disc_real_2: 0.25893664360046387 (0.2018439049522082) | > loss_disc_real_3: 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(6.587982654571533) | > loss_mel: 17.248212814331055 (17.57549687794277) | > loss_duration: 2.3877201080322266 (2.401269980839321) | > loss_1: 32.547584533691406 (32.40561144692557)  --> STEP: 15 | > loss_disc: 2.7376835346221924 (2.374319648742676) | > loss_disc_real_0: 0.18389561772346497 (0.13439106643199922) | > loss_disc_real_1: 0.26814937591552734 (0.20681902269522348) | > loss_disc_real_2: 0.1624266803264618 (0.19775323768456776) | > loss_disc_real_3: 0.24144954979419708 (0.25663258234659836) | > loss_disc_real_4: 0.2851753830909729 (0.23204166889190675) | > loss_disc_real_5: 0.3588324785232544 (0.22751916348934173) | > loss_0: 2.7376835346221924 (2.374319648742676) | > loss_gen: 2.157829999923706 (2.3874680042266845) | > loss_kl: 3.335249423980713 (3.4302085876464843) | > loss_feat: 7.288464069366455 (6.6346814155578615) | > loss_mel: 17.802688598632812 (17.590642992655436) | > loss_duration: 2.398118495941162 (2.4010598818461104) | > loss_1: 32.98234939575195 (32.44406064351399)  --> STEP: 16 | > loss_disc: 2.355137825012207 (2.3731207847595215) | > loss_disc_real_0: 0.17796677350997925 (0.13711454812437296) | > loss_disc_real_1: 0.19566746056079865 (0.20612205006182194) | > loss_disc_real_2: 0.20552191138267517 (0.19823877979069948) | > loss_disc_real_3: 0.28114697337150574 (0.2581647317856551) | > loss_disc_real_4: 0.21565450727939606 (0.23101747129112482) | > loss_disc_real_5: 0.19566722214221954 (0.2255284171551466) | > loss_0: 2.355137825012207 (2.3731207847595215) | > loss_gen: 2.5220625400543213 (2.395880162715912) | > loss_kl: 3.107661008834839 (3.4100493639707565) | > loss_feat: 6.65969705581665 (6.636244893074036) | > loss_mel: 18.06447982788086 (17.620257794857025) | > loss_duration: 2.51884126663208 (2.4084212183952336) | > loss_1: 32.87274169921875 (32.470853209495544)  --> STEP: 17 | > loss_disc: 2.457172393798828 (2.3780649970559513) | > loss_disc_real_0: 0.117912657558918 (0.13598502514993444) | > loss_disc_real_1: 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2.272312879562378 (2.3819882544604214) | > loss_disc_real_0: 0.06620299071073532 (0.13149677860465916) | > loss_disc_real_1: 0.17682746052742004 (0.20854692499745975) | > loss_disc_real_2: 0.1768951416015625 (0.1956478621472012) | > loss_disc_real_3: 0.23088310658931732 (0.2597887908870524) | > loss_disc_real_4: 0.23084212839603424 (0.24360606616193597) | > loss_disc_real_5: 0.2329995185136795 (0.24000127613544464) | > loss_0: 2.272312879562378 (2.3819882544604214) | > loss_gen: 2.340299129486084 (2.417595234784213) | > loss_kl: 2.4507088661193848 (3.1859182661229912) | > loss_feat: 8.059715270996094 (6.732039820064198) | > loss_mel: 16.874244689941406 (17.50334527275779) | > loss_duration: 2.216456890106201 (2.3820613947781655) | > loss_1: 31.941425323486328 (32.22095983678644)  --> STEP: 23 | > loss_disc: 2.5047812461853027 (2.3873270801875903) | > loss_disc_real_0: 0.24157088994979858 (0.1362826095327087) | > loss_disc_real_1: 0.22476515173912048 (0.20925206529057544) | > loss_disc_real_2: 0.25697949528694153 (0.1983144548924073) | > loss_disc_real_3: 0.2869182229042053 (0.26096833140953735) | > loss_disc_real_4: 0.27036893367767334 (0.24476966909740283) | > loss_disc_real_5: 0.25576984882354736 (0.24068686625231867) | > loss_0: 2.5047812461853027 (2.3873270801875903) | > loss_gen: 2.707179546356201 (2.430185857026473) | > loss_kl: 2.5974583625793457 (3.1603330529254414) | > loss_feat: 5.822013854980469 (6.69247347375621) | > loss_mel: 16.811975479125977 (17.47328571651293) | > loss_duration: 2.306105613708496 (2.378758969514267) | > loss_1: 30.244731903076172 (32.13503688314687)  --> STEP: 24 | > loss_disc: 2.287184953689575 (2.383154491583506) | > loss_disc_real_0: 0.12155753374099731 (0.13566906470805407) | > loss_disc_real_1: 0.2110990583896637 (0.2093290233363708) | > loss_disc_real_2: 0.1823306828737259 (0.1976484643916289) | > loss_disc_real_3: 0.20708692073822021 (0.2587232726315658) | > loss_disc_real_4: 0.1836317628622055 (0.24222225633760294) | > loss_disc_real_5: 0.19483302533626556 (0.23877628954748312) | > loss_0: 2.287184953689575 (2.383154491583506) | > loss_gen: 2.1798715591430664 (2.4197560946146646) | > loss_kl: 2.7486417293548584 (3.143179247776667) | > loss_feat: 4.899538993835449 (6.617767870426178) | > loss_mel: 16.107650756835938 (17.416384259859722) | > loss_duration: 2.463521957397461 (2.382290760676067) | > loss_1: 28.39922523498535 (31.97937806447347)  --> STEP: 25 | > loss_disc: 2.324907064437866 (2.3808245944976805) | > loss_disc_real_0: 0.18754634261131287 (0.13774415582418442) | > loss_disc_real_1: 0.20756332576274872 (0.2092583954334259) | > loss_disc_real_2: 0.18644589185714722 (0.19720036149024964) | > loss_disc_real_3: 0.23648783564567566 (0.2578338551521302) | > loss_disc_real_4: 0.26183557510375977 (0.24300678908824921) | > loss_disc_real_5: 0.2758919894695282 (0.24026091754436493) | > loss_0: 2.324907064437866 (2.3808245944976805) | > loss_gen: 2.7821145057678223 (2.434250431060791) | > loss_kl: 2.4016339778900146 (3.1135174369812013) | > loss_feat: 7.697381019592285 (6.6609523963928225) | > loss_mel: 16.818124771118164 (17.392453880310057) | > loss_duration: 2.360023260116577 (2.381400060653687) | > loss_1: 32.05927658081055 (31.982574005126953)  --> STEP: 26 | > loss_disc: 2.661714792251587 (2.3916280636420613) | > loss_disc_real_0: 0.07282818853855133 (0.13524738785166007) | > loss_disc_real_1: 0.16542409360408783 (0.20757246074768212) | > loss_disc_real_2: 0.10950887948274612 (0.19382761218226874) | > loss_disc_real_3: 0.18495874106884003 (0.25503096614892673) | > loss_disc_real_4: 0.11228448897600174 (0.23797900831470123) | > loss_disc_real_5: 0.15422579646110535 (0.23695187442577803) | > loss_0: 2.661714792251587 (2.3916280636420613) | > loss_gen: 1.8267861604690552 (2.4108864206534166) | > loss_kl: 2.9350461959838867 (3.1066531584813046) | > loss_feat: 8.61867904663086 (6.736249575248132) | > loss_mel: 17.563560485839844 (17.399034903599667) | > loss_duration: 2.314248561859131 (2.3788173107000503) | > loss_1: 33.25831985473633 (32.03164115318885) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025511796657855692 (+6.129191471980142e-05) | > avg_loss_disc: 2.3916280636420613 (-0.0773646189616275) | > avg_loss_disc_real_0: 0.13524738785166007 (-0.020429348716369033) | > avg_loss_disc_real_1: 0.20757246074768212 (-0.004174752877308785) | > avg_loss_disc_real_2: 0.19382761218226874 (-0.032769101456953914) | > avg_loss_disc_real_3: 0.25503096614892673 (+0.03428599353020015) | > avg_loss_disc_real_4: 0.23797900831470123 (-0.0040731793985916975) | > avg_loss_disc_real_5: 0.23695187442577803 (+0.03424398257182196) | > avg_loss_0: 2.3916280636420613 (-0.0773646189616275) | > avg_loss_gen: 2.4108864206534166 (+0.12705108752617456) | > avg_loss_kl: 3.1066531584813046 (-0.04670357704162598) | > avg_loss_feat: 6.736249575248132 (-0.09633640142587474) | > avg_loss_mel: 17.399034903599667 (+0.3508038154015196) | > avg_loss_duration: 2.3788173107000503 (-0.020343175301184235) | > avg_loss_1: 32.03164115318885 (+0.31447168496939426)  > EPOCH: 987/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:04:31)   --> TIME: 2024-06-12 11:04:37 -- STEP: 14/330 -- GLOBAL_STEP: 413725 | > loss_disc: 2.2500579357147217 (2.3160106454576765) | > loss_disc_real_0: 0.07767234742641449 (0.10521656061921801) | > loss_disc_real_1: 0.18818102777004242 (0.19623379835060664) | > loss_disc_real_2: 0.1739361733198166 (0.2109612375497818) | > loss_disc_real_3: 0.19197654724121094 (0.22391782062394278) | > loss_disc_real_4: 0.19788870215415955 (0.22273606274809157) | > loss_disc_real_5: 0.1706070601940155 (0.2209544117961611) | > loss_0: 2.2500579357147217 (2.3160106454576765) | > grad_norm_0: tensor(23.7379, device='cuda:0') (tensor(9.1055, device='cuda:0')) | > loss_gen: 2.4904818534851074 (2.4995060648236955) | > loss_kl: 1.6257305145263672 (1.8954112870352608) | > loss_feat: 7.176851272583008 (6.943422998700823) | > loss_mel: 16.845245361328125 (17.28473595210484) | > loss_duration: 1.9650851488113403 (2.040974497795105) | > loss_1: 30.103395462036133 (30.664050919669016) | > grad_norm_1: tensor(77.5384, device='cuda:0') (tensor(73.6555, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3555 (0.3653315305709839) | > loader_time: 0.003 (0.0030807086399623324)  --> TIME: 2024-06-12 11:04:46 -- STEP: 39/330 -- GLOBAL_STEP: 413750 | > loss_disc: 2.335909843444824 (2.3377227233006406) | > loss_disc_real_0: 0.07155390083789825 (0.10368089282359833) | > loss_disc_real_1: 0.214290589094162 (0.19445825425478128) | > loss_disc_real_2: 0.19006486237049103 (0.21066965048129743) | > loss_disc_real_3: 0.18953663110733032 (0.2278916679131679) | > loss_disc_real_4: 0.21131712198257446 (0.22930316283152655) | > loss_disc_real_5: 0.20853836834430695 (0.22367688325735238) | > loss_0: 2.335909843444824 (2.3377227233006406) | > grad_norm_0: tensor(6.3832, device='cuda:0') (tensor(9.7991, device='cuda:0')) | > loss_gen: 2.3722643852233887 (2.5032327603071165) | > loss_kl: 2.058475971221924 (1.9391826207821186) | > loss_feat: 7.1321282386779785 (6.930356844877585) | > loss_mel: 17.188528060913086 (17.183782186263645) | > loss_duration: 1.959976315498352 (1.9850306602624745) | > loss_1: 30.71137237548828 (30.541585041926457) | > grad_norm_1: tensor(97.7052, device='cuda:0') (tensor(76.5407, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3533 (0.3605532218248416) | > loader_time: 0.004 (0.00328671015225924)  --> TIME: 2024-06-12 11:04:56 -- STEP: 64/330 -- GLOBAL_STEP: 413775 | > loss_disc: 2.3449411392211914 (2.338391754776239) | > loss_disc_real_0: 0.11015480756759644 (0.10410080698784441) | > loss_disc_real_1: 0.1754133254289627 (0.19381241803057492) | > loss_disc_real_2: 0.20130741596221924 (0.2100485060364008) | > loss_disc_real_3: 0.2238067388534546 (0.22780384356155992) | > loss_disc_real_4: 0.22617623209953308 (0.22984850802458823) | > loss_disc_real_5: 0.24508000910282135 (0.2229370439890772) | > loss_0: 2.3449411392211914 (2.338391754776239) | > grad_norm_0: tensor(13.3508, device='cuda:0') (tensor(9.7222, device='cuda:0')) | > loss_gen: 2.4264626502990723 (2.4944473654031754) | > loss_kl: 1.9937303066253662 (1.9320571832358837) | > loss_feat: 7.353504180908203 (6.959057010710239) | > loss_mel: 17.416250228881836 (17.16301652789116) | > loss_duration: 1.9754881858825684 (1.9730130676180124) | > loss_1: 31.165435791015625 (30.521591246128082) | > grad_norm_1: tensor(82.5331, device='cuda:0') (tensor(81.3890, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.368 (0.3609163500368595) | > loader_time: 0.0037 (0.0034587308764457703)  --> TIME: 2024-06-12 11:05:05 -- STEP: 89/330 -- GLOBAL_STEP: 413800 | > loss_disc: 2.4202518463134766 (2.340469087107796) | > loss_disc_real_0: 0.11997560411691666 (0.10532166758614979) | > loss_disc_real_1: 0.18623656034469604 (0.19373227404744436) | > loss_disc_real_2: 0.26607951521873474 (0.2113744981503219) | > loss_disc_real_3: 0.23196935653686523 (0.22824222485670884) | > loss_disc_real_4: 0.22595591843128204 (0.23022396343477655) | > loss_disc_real_5: 0.2653423547744751 (0.2227649266800184) | > loss_0: 2.4202518463134766 (2.340469087107796) | > grad_norm_0: tensor(6.2715, device='cuda:0') (tensor(9.6117, device='cuda:0')) | > loss_gen: 2.344848394393921 (2.4891360181101247) | > loss_kl: 1.9863201379776 (1.9497909813784482) | > loss_feat: 6.183109283447266 (6.9446640228957275) | > loss_mel: 16.376995086669922 (17.091408440236293) | > loss_duration: 1.9797499179840088 (1.9690162773882405) | > loss_1: 28.871023178100586 (30.444015738669407) | > grad_norm_1: tensor(77.7046, device='cuda:0') (tensor(91.7582, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3576 (0.361832857131958) | > loader_time: 0.0036 (0.0035632674613695465)  --> TIME: 2024-06-12 11:05:15 -- STEP: 114/330 -- GLOBAL_STEP: 413825 | > loss_disc: 2.382723093032837 (2.3468616029672447) | > loss_disc_real_0: 0.08936719596385956 (0.10596702117146108) | > loss_disc_real_1: 0.17001639306545258 (0.19313170930795504) | > loss_disc_real_2: 0.2160332351922989 (0.21226043672415248) | > loss_disc_real_3: 0.21143168210983276 (0.22879088709228917) | > loss_disc_real_4: 0.241743803024292 (0.23141153182899743) | > loss_disc_real_5: 0.23064976930618286 (0.22334612905979156) | > loss_0: 2.382723093032837 (2.3468616029672447) | > grad_norm_0: tensor(7.5607, device='cuda:0') (tensor(9.0910, device='cuda:0')) | > loss_gen: 2.5009684562683105 (2.4863004349825677) | > loss_kl: 2.212608575820923 (1.9650284396974664) | > loss_feat: 7.016569137573242 (6.971758491114566) | > loss_mel: 17.14573860168457 (17.09744965402703) | > loss_duration: 1.992370367050171 (1.9727213999681306) | > loss_1: 30.868255615234375 (30.49325840933281) | > grad_norm_1: tensor(65.6273, device='cuda:0') (tensor(86.6213, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3856 (0.36397494140424225) | > loader_time: 0.0037 (0.003676301554629677)  --> TIME: 2024-06-12 11:05:24 -- STEP: 139/330 -- GLOBAL_STEP: 413850 | > loss_disc: 2.415357828140259 (2.352600920972206) | > loss_disc_real_0: 0.11534954607486725 (0.10854861429698176) | > loss_disc_real_1: 0.20295794308185577 (0.19436662531585144) | > loss_disc_real_2: 0.18407459557056427 (0.21217309731802494) | > loss_disc_real_3: 0.2137954831123352 (0.22907725512552604) | > loss_disc_real_4: 0.22592319548130035 (0.23154354266983143) | > loss_disc_real_5: 0.17991550266742706 (0.22238279493163815) | > loss_0: 2.415357828140259 (2.352600920972206) | > grad_norm_0: tensor(11.2141, device='cuda:0') (tensor(9.3172, device='cuda:0')) | > loss_gen: 2.4186668395996094 (2.4837683670812374) | > loss_kl: 2.0464720726013184 (1.9785373811241533) | > loss_feat: 7.041013240814209 (6.973881292686188) | > loss_mel: 16.982975006103516 (17.100463537861117) | > loss_duration: 2.04939866065979 (1.9799216522587288) | > loss_1: 30.53852653503418 (30.516572266173878) | > grad_norm_1: tensor(162.1112, device='cuda:0') (tensor(93.5444, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3621 (0.367491967386479) | > loader_time: 0.0041 (0.0038099923579812908)  --> TIME: 2024-06-12 11:05:34 -- STEP: 164/330 -- GLOBAL_STEP: 413875 | > loss_disc: 2.3606314659118652 (2.3546202357222388) | > loss_disc_real_0: 0.15480950474739075 (0.11007642605137534) | > loss_disc_real_1: 0.22243131697177887 (0.19486391071866202) | > loss_disc_real_2: 0.22192834317684174 (0.2119398415997261) | > loss_disc_real_3: 0.21651066839694977 (0.22933682281433082) | > loss_disc_real_4: 0.2287348210811615 (0.23176039628139355) | > loss_disc_real_5: 0.2320868819952011 (0.22222233590919796) | > loss_0: 2.3606314659118652 (2.3546202357222388) | > grad_norm_0: tensor(8.6725, device='cuda:0') (tensor(9.7854, device='cuda:0')) | > loss_gen: 2.623354196548462 (2.4829060275380193) | > loss_kl: 2.0725138187408447 (1.9917323174999981) | > loss_feat: 7.186038970947266 (6.952759318235443) | > loss_mel: 16.97725486755371 (17.079826779481845) | > loss_duration: 2.0828723907470703 (1.9850030127095013) | > loss_1: 30.942033767700195 (30.492227472910066) | > grad_norm_1: tensor(149.7832, device='cuda:0') (tensor(99.9332, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3741 (0.3707273340806729) | > loader_time: 0.0042 (0.003906753005051031)  --> TIME: 2024-06-12 11:05:44 -- STEP: 189/330 -- GLOBAL_STEP: 413900 | > loss_disc: 2.3186697959899902 (2.360688992909022) | > loss_disc_real_0: 0.07871603965759277 (0.11185688631875175) | > loss_disc_real_1: 0.22736456990242004 (0.19561408712435024) | > loss_disc_real_2: 0.2085244059562683 (0.2125484958369896) | > loss_disc_real_3: 0.203591987490654 (0.22953531745249633) | > loss_disc_real_4: 0.23324525356292725 (0.23227370084908905) | > loss_disc_real_5: 0.2205289602279663 (0.22255793261149573) | > loss_0: 2.3186697959899902 (2.360688992909022) | > grad_norm_0: tensor(29.9897, device='cuda:0') (tensor(10.8243, device='cuda:0')) | > loss_gen: 2.5820655822753906 (2.477684834646797) | > loss_kl: 1.998866319656372 (1.9998211028083923) | > loss_feat: 7.285130977630615 (6.941025282340074) | > loss_mel: 16.508909225463867 (17.056540317636326) | > loss_duration: 2.0755200386047363 (1.9935672585926358) | > loss_1: 30.45049285888672 (30.46863878845538) | > grad_norm_1: tensor(515.2404, device='cuda:0') (tensor(119.8780, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.4038 (0.3734328380968205) | > loader_time: 0.0054 (0.0040177554680556815)  --> TIME: 2024-06-12 11:05:54 -- STEP: 214/330 -- GLOBAL_STEP: 413925 | > loss_disc: 2.4265644550323486 (2.3610737836249513) | > loss_disc_real_0: 0.16284553706645966 (0.11343846403967554) | > loss_disc_real_1: 0.25184065103530884 (0.19566856644978037) | > loss_disc_real_2: 0.2335922122001648 (0.2124052111790559) | > loss_disc_real_3: 0.24299739301204681 (0.2292917664641532) | > loss_disc_real_4: 0.23015497624874115 (0.2318027085650747) | > loss_disc_real_5: 0.18634004890918732 (0.22137587830842098) | > loss_0: 2.4265644550323486 (2.3610737836249513) | > grad_norm_0: tensor(22.8867, device='cuda:0') (tensor(12.7871, device='cuda:0')) | > loss_gen: 2.464341402053833 (2.4830095522871627) | > loss_kl: 2.0259838104248047 (2.010168427618864) | > loss_feat: 6.179124355316162 (6.942726155307804) | > loss_mel: 15.737614631652832 (17.014085252708377) | > loss_duration: 2.109260082244873 (2.0019019496775114) | > loss_1: 28.516324996948242 (30.451891301948333) | > grad_norm_1: tensor(326.4822, device='cuda:0') (tensor(153.8934, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.3954 (0.37630855145855485) | > loader_time: 0.0051 (0.004172681648040483)  --> TIME: 2024-06-12 11:06:05 -- STEP: 239/330 -- GLOBAL_STEP: 413950 | > loss_disc: 2.237553834915161 (2.360150798095319) | > loss_disc_real_0: 0.07460472732782364 (0.11396852185536628) | > loss_disc_real_1: 0.2134629637002945 (0.19613015296319541) | > loss_disc_real_2: 0.1783042848110199 (0.21199512176184473) | > loss_disc_real_3: 0.20432049036026 (0.2292194916987519) | > loss_disc_real_4: 0.19340188801288605 (0.23135948386900596) | > loss_disc_real_5: 0.2222970724105835 (0.22104334538202405) | > loss_0: 2.237553834915161 (2.360150798095319) | > grad_norm_0: tensor(36.8003, device='cuda:0') (tensor(14.4958, device='cuda:0')) | > loss_gen: 2.4520082473754883 (2.4856255503379137) | > loss_kl: 2.0358524322509766 (2.0185481279963726) | > loss_feat: 7.084495544433594 (6.94676765138634) | > loss_mel: 16.65290641784668 (16.979781605708567) | > loss_duration: 2.058717727661133 (2.0113265284933295) | > loss_1: 30.283979415893555 (30.442049425516167) | > grad_norm_1: tensor(519.4946, device='cuda:0') (tensor(180.3186, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.4195 (0.3800350173247908) | > loader_time: 0.0054 (0.004316008739391628)  --> TIME: 2024-06-12 11:06:16 -- STEP: 264/330 -- GLOBAL_STEP: 413975 | > loss_disc: 2.286478042602539 (2.3678578707304863) | > loss_disc_real_0: 0.10895022749900818 (0.11564758225259456) | > loss_disc_real_1: 0.19793224334716797 (0.1963405183544665) | > loss_disc_real_2: 0.1836608201265335 (0.21270090155303478) | > loss_disc_real_3: 0.23272399604320526 (0.22974989066521326) | > loss_disc_real_4: 0.19455257058143616 (0.23198528576529387) | > loss_disc_real_5: 0.18118435144424438 (0.2213368977448254) | > loss_0: 2.286478042602539 (2.3678578707304863) | > grad_norm_0: tensor(11.8834, device='cuda:0') (tensor(15.5008, device='cuda:0')) | > loss_gen: 2.351386785507202 (2.477346234249345) | > loss_kl: 2.0585670471191406 (2.024853347828894) | > loss_feat: 6.675256729125977 (6.935311682296521) | > loss_mel: 17.021577835083008 (16.95011817686487) | > loss_duration: 2.147951364517212 (2.019826546762928) | > loss_1: 30.25473976135254 (30.40745595007232) | > grad_norm_1: tensor(327.0867, device='cuda:0') (tensor(195.5776, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.4412 (0.3859514422488935) | > loader_time: 0.0056 (0.00445871100281224)  --> TIME: 2024-06-12 11:06:28 -- STEP: 289/330 -- GLOBAL_STEP: 414000 | > loss_disc: 2.455246925354004 (2.3675176660082324) | > loss_disc_real_0: 0.1369493007659912 (0.11656470155942814) | > loss_disc_real_1: 0.24713073670864105 (0.19680847763808954) | > loss_disc_real_2: 0.21414583921432495 (0.21218962910678557) | > loss_disc_real_3: 0.2762855887413025 (0.2297348976650865) | > loss_disc_real_4: 0.269790381193161 (0.23175073680580693) | > loss_disc_real_5: 0.2166966050863266 (0.22147630541794863) | > loss_0: 2.455246925354004 (2.3675176660082324) | > grad_norm_0: tensor(29.1761, device='cuda:0') (tensor(16.1729, device='cuda:0')) | > loss_gen: 2.310072898864746 (2.475706644949202) | > loss_kl: 2.061073064804077 (2.030850151830891) | > loss_feat: 6.18848180770874 (6.942371823795939) | > loss_mel: 15.019231796264648 (16.893107836634247) | > loss_duration: 2.173417806625366 (2.0302239916316345) | > loss_1: 27.75227928161621 (30.372260413780346) | > grad_norm_1: tensor(389.0903, device='cuda:0') (tensor(209.0938, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.4718 (0.39183728670166434) | > loader_time: 0.0064 (0.004622577383443971) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_414000.pth  --> TIME: 2024-06-12 11:06:45 -- STEP: 314/330 -- GLOBAL_STEP: 414025 | > loss_disc: 2.304560422897339 (2.3704104051468464) | > loss_disc_real_0: 0.12535221874713898 (0.11754424136820116) | > loss_disc_real_1: 0.23663552105426788 (0.19703072347458764) | > loss_disc_real_2: 0.2581881880760193 (0.21229323554950155) | > loss_disc_real_3: 0.22516290843486786 (0.23006507493318265) | > loss_disc_real_4: 0.2268890142440796 (0.23204565949880393) | > loss_disc_real_5: 0.1875479519367218 (0.2217286097680688) | > loss_0: 2.304560422897339 (2.3704104051468464) | > grad_norm_0: tensor(30.7746, device='cuda:0') (tensor(16.9316, device='cuda:0')) | > loss_gen: 2.6544439792633057 (2.472916159660192) | > loss_kl: 2.0289762020111084 (2.0378905162689787) | > loss_feat: 7.973417282104492 (6.949762148462283) | > loss_mel: 17.33884620666504 (16.838288161405348) | > loss_duration: 2.2437188625335693 (2.0435060019705684) | > loss_1: 32.239402770996094 (30.342362944487554) | > grad_norm_1: tensor(757.7274, device='cuda:0') (tensor(225.5377, device='cuda:0')) | > current_lr_0: 0.00017678506187344 | > current_lr_1: 0.00017678506187344 | > step_time: 0.5053 (0.40062307020661186) | > loader_time: 0.0076 (0.0048384332353142425)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.477987289428711 (2.477987289428711) | > loss_disc_real_0: 0.18160849809646606 (0.18160849809646606) | > loss_disc_real_1: 0.2206001728773117 (0.2206001728773117) | > loss_disc_real_2: 0.2555723786354065 (0.2555723786354065) | > loss_disc_real_3: 0.23198340833187103 (0.23198340833187103) | > loss_disc_real_4: 0.2323051244020462 (0.2323051244020462) | > loss_disc_real_5: 0.2705409824848175 (0.2705409824848175) | > loss_0: 2.477987289428711 (2.477987289428711) | > loss_gen: 2.712794542312622 (2.712794542312622) | > loss_kl: 2.802867889404297 (2.802867889404297) | > loss_feat: 8.193377494812012 (8.193377494812012) | > loss_mel: 17.602869033813477 (17.602869033813477) | > loss_duration: 3.287996530532837 (3.287996530532837) | > loss_1: 34.59990692138672 (34.59990692138672)  --> STEP: 1 | > loss_disc: 2.2541866302490234 (2.2541866302490234) | > loss_disc_real_0: 0.103086918592453 (0.103086918592453) | > loss_disc_real_1: 0.16991952061653137 (0.16991952061653137) | > loss_disc_real_2: 0.219131737947464 (0.219131737947464) | > loss_disc_real_3: 0.19969040155410767 (0.19969040155410767) | > loss_disc_real_4: 0.21800969541072845 (0.21800969541072845) | > loss_disc_real_5: 0.18678255379199982 (0.18678255379199982) | > loss_0: 2.2541866302490234 (2.2541866302490234) | > loss_gen: 2.2180862426757812 (2.2180862426757812) | > loss_kl: 2.7381129264831543 (2.7381129264831543) | > loss_feat: 4.850760459899902 (4.850760459899902) | > loss_mel: 15.791040420532227 (15.791040420532227) | > loss_duration: 2.6230058670043945 (2.6230058670043945) | > loss_1: 28.221004486083984 (28.221004486083984)  --> STEP: 2 | > loss_disc: 2.418053150177002 (2.3361198902130127) | > loss_disc_real_0: 0.12252756953239441 (0.1128072440624237) | > loss_disc_real_1: 0.20467227697372437 (0.18729589879512787) | > loss_disc_real_2: 0.24310234189033508 (0.23111703991889954) | > loss_disc_real_3: 0.2845158874988556 (0.24210314452648163) | > loss_disc_real_4: 0.2513490915298462 (0.23467939347028732) | > loss_disc_real_5: 0.25023573637008667 (0.21850914508104324) | > loss_0: 2.418053150177002 (2.3361198902130127) | > loss_gen: 2.411634922027588 (2.3148605823516846) | > loss_kl: 3.301208972930908 (3.0196609497070312) | > loss_feat: 6.246791362762451 (5.548775911331177) | > loss_mel: 20.755006790161133 (18.27302360534668) | > loss_duration: 2.5347230434417725 (2.5788644552230835) | > loss_1: 35.24936294555664 (31.735183715820312)  --> STEP: 3 | > loss_disc: 2.4682457447052 (2.3801618417104087) | > loss_disc_real_0: 0.17434892058372498 (0.1333211362361908) | > loss_disc_real_1: 0.11803341656923294 (0.16420840471982956) | > loss_disc_real_2: 0.2019250988960266 (0.22138639291127524) | > loss_disc_real_3: 0.18591874837875366 (0.22337501247723898) | > loss_disc_real_4: 0.1507084220647812 (0.20668906966845194) | > loss_disc_real_5: 0.12781910598278046 (0.18827913204828897) | > loss_0: 2.4682457447052 (2.3801618417104087) | > loss_gen: 1.8551037311553955 (2.1616082986195884) | > loss_kl: 3.7976160049438477 (3.2789793014526367) | > loss_feat: 6.78017520904541 (5.959242343902588) | > loss_mel: 15.438616752624512 (17.328221321105957) | > loss_duration: 2.452971935272217 (2.536900281906128) | > loss_1: 30.32448387145996 (31.264950434366863)  --> STEP: 4 | > loss_disc: 2.3274240493774414 (2.3669773936271667) | > loss_disc_real_0: 0.17060311138629913 (0.14264163002371788) | > loss_disc_real_1: 0.18360434472560883 (0.16905738972127438) | > loss_disc_real_2: 0.24290871620178223 (0.22676697373390198) | > loss_disc_real_3: 0.24402517080307007 (0.22853755205869675) | > loss_disc_real_4: 0.18857872486114502 (0.2021614834666252) | > loss_disc_real_5: 0.2167685329914093 (0.19540148228406906) | > loss_0: 2.3274240493774414 (2.3669773936271667) | > loss_gen: 2.4146292209625244 (2.2248635292053223) | > loss_kl: 3.622849941253662 (3.364946961402893) | > loss_feat: 6.1846699714660645 (6.015599250793457) | > loss_mel: 16.637174606323242 (17.15545964241028) | > loss_duration: 2.405818462371826 (2.5041298270225525) | > loss_1: 31.2651424407959 (31.26499843597412)  --> STEP: 5 | > loss_disc: 2.1652097702026367 (2.326623868942261) | > loss_disc_real_0: 0.08822363615036011 (0.13175803124904634) | > loss_disc_real_1: 0.12403285503387451 (0.16005248278379441) | > loss_disc_real_2: 0.1836705058813095 (0.21814768016338348) | > loss_disc_real_3: 0.2282363623380661 (0.22847731411457062) | > loss_disc_real_4: 0.2803879976272583 (0.21780678629875183) | > loss_disc_real_5: 0.1754520684480667 (0.1914115995168686) | > loss_0: 2.1652097702026367 (2.326623868942261) | > loss_gen: 2.41676664352417 (2.263244152069092) | > loss_kl: 2.7034616470336914 (3.232649898529053) | > loss_feat: 5.587248802185059 (5.929929161071778) | > loss_mel: 19.408889770507812 (17.606145668029786) | > loss_duration: 2.3406739234924316 (2.4714386463165283) | > loss_1: 32.4570426940918 (31.503407287597657)  --> STEP: 6 | > loss_disc: 2.4006261825561523 (2.338957587877909) | > loss_disc_real_0: 0.11488678306341171 (0.12894615655144057) | > loss_disc_real_1: 0.18023379147052765 (0.16341603423158327) | > loss_disc_real_2: 0.19624532759189606 (0.2144972880681356) | > loss_disc_real_3: 0.2578195333480835 (0.23336768398682275) | > loss_disc_real_4: 0.21823476254940033 (0.21787811567385992) | > loss_disc_real_5: 0.2172766476869583 (0.1957224408785502) | > loss_0: 2.4006261825561523 (2.338957587877909) | > loss_gen: 2.3857827186584473 (2.283667246500651) | > loss_kl: 3.626924991607666 (3.298362414042155) | > loss_feat: 6.460134983062744 (6.0182967980702715) | > loss_mel: 17.041038513183594 (17.511961142222088) | > loss_duration: 2.218397617340088 (2.4292651414871216) | > loss_1: 31.732276916503906 (31.5415522257487)  --> STEP: 7 | > loss_disc: 2.347747564315796 (2.3402132987976074) | > loss_disc_real_0: 0.11972265690565109 (0.1276285137448992) | > loss_disc_real_1: 0.1448630392551422 (0.160765606377806) | > loss_disc_real_2: 0.24524272978305817 (0.21888949402741023) | > loss_disc_real_3: 0.234573096036911 (0.23353988570826395) | > loss_disc_real_4: 0.21068842709064484 (0.2168510173048292) | > loss_disc_real_5: 0.18851831555366516 (0.19469328011785234) | > loss_0: 2.347747564315796 (2.3402132987976074) | > loss_gen: 2.222210645675659 (2.274887732097081) | > loss_kl: 5.2613420486450195 (3.5787880761282787) | > loss_feat: 6.483387470245361 (6.0847383226667136) | > loss_mel: 19.31106185913086 (17.768975530351913) | > loss_duration: 2.5688443183898926 (2.4492050239018033) | > loss_1: 35.84684753417969 (32.15659441266741)  --> STEP: 8 | > loss_disc: 2.210078239440918 (2.3239464163780212) | > loss_disc_real_0: 0.13563549518585205 (0.1286293864250183) | > loss_disc_real_1: 0.1524946093559265 (0.15973173175007105) | > loss_disc_real_2: 0.2432098537683487 (0.22192953899502754) | > loss_disc_real_3: 0.3055082857608795 (0.2425359357148409) | > loss_disc_real_4: 0.24296458065509796 (0.22011521272361279) | > loss_disc_real_5: 0.26308533549308777 (0.20324228703975677) | > loss_0: 2.210078239440918 (2.3239464163780212) | > loss_gen: 2.889293909072876 (2.351688504219055) | > loss_kl: 3.1708614826202393 (3.5277972519397736) | > loss_feat: 9.447774887084961 (6.505117893218994) | > loss_mel: 18.84671401977539 (17.903692841529846) | > loss_duration: 2.370025634765625 (2.439307600259781) | > loss_1: 36.72467041015625 (32.727603912353516)  --> STEP: 9 | > loss_disc: 2.222466230392456 (2.312670840157403) | > loss_disc_real_0: 0.14211803674697876 (0.13012812534968057) | > loss_disc_real_1: 0.1574268788099289 (0.15947563697894415) | > loss_disc_real_2: 0.24012812972068787 (0.22395160463121203) | > loss_disc_real_3: 0.24728460609912872 (0.24306356575753954) | > loss_disc_real_4: 0.17178258299827576 (0.21474492053190866) | > loss_disc_real_5: 0.22769807279109955 (0.20595959656768376) | > loss_0: 2.222466230392456 (2.312670840157403) | > loss_gen: 2.7020716667175293 (2.3906199667188854) | > loss_kl: 3.1586859226226807 (3.486784882015652) | > loss_feat: 10.804505348205566 (6.982827610439724) | > loss_mel: 18.392000198364258 (17.957949214511448) | > loss_duration: 2.198305606842041 (2.412529600991143) | > loss_1: 37.25556945800781 (33.230711195203995)  --> STEP: 10 | > loss_disc: 2.662508249282837 (2.3476545810699463) | > loss_disc_real_0: 0.22633641958236694 (0.1397489547729492) | > loss_disc_real_1: 0.17081891000270844 (0.16060996428132057) | > loss_disc_real_2: 0.22746995091438293 (0.2243034392595291) | > loss_disc_real_3: 0.26561084389686584 (0.24531829357147217) | > loss_disc_real_4: 0.27508530020713806 (0.2207789584994316) | > loss_disc_real_5: 0.3515528440475464 (0.22051892131567002) | > loss_0: 2.662508249282837 (2.3476545810699463) | > loss_gen: 2.5649452209472656 (2.4080524921417235) | > loss_kl: 2.8652150630950928 (3.424627900123596) | > loss_feat: 7.088397026062012 (6.993384552001953) | > loss_mel: 17.71619987487793 (17.933774280548096) | > loss_duration: 2.4217729568481445 (2.4134539365768433) | > loss_1: 32.65652847290039 (33.17329292297363)  --> STEP: 11 | > loss_disc: 2.444826364517212 (2.3564883795651523) | > loss_disc_real_0: 0.15983153879642487 (0.14157464422962882) | > loss_disc_real_1: 0.18048211932182312 (0.16241652383045715) | > loss_disc_real_2: 0.21431367099285126 (0.22339527850801294) | > loss_disc_real_3: 0.15367628633975983 (0.23698720200495285) | > loss_disc_real_4: 0.2453864961862564 (0.22301600738005203) | > loss_disc_real_5: 0.2342338263988495 (0.22176573086868634) | > loss_0: 2.444826364517212 (2.3564883795651523) | > loss_gen: 2.418429374694824 (2.408995845101096) | > loss_kl: 3.9345662593841553 (3.470985932783647) | > loss_feat: 7.5221028327941895 (7.041449850255793) | > loss_mel: 17.351369857788086 (17.88082842393355) | > loss_duration: 2.5314884185791016 (2.424184344031594) | > loss_1: 33.757957458496094 (33.226444244384766)  --> STEP: 12 | > loss_disc: 2.5867650508880615 (2.3756781021753945) | > loss_disc_real_0: 0.15790265798568726 (0.14293531204263368) | > loss_disc_real_1: 0.14963729679584503 (0.16135158824423948) | > loss_disc_real_2: 0.18782451748847961 (0.22043104842305183) | > loss_disc_real_3: 0.2666938602924347 (0.23946275686224303) | > loss_disc_real_4: 0.25129035115242004 (0.22537220269441605) | > loss_disc_real_5: 0.2504141926765442 (0.22415310268600783) | > loss_0: 2.5867650508880615 (2.3756781021753945) | > loss_gen: 2.2795510292053223 (2.3982087771097818) | > loss_kl: 2.5385372638702393 (3.393281877040863) | > loss_feat: 5.335193157196045 (6.8992617925008135) | > loss_mel: 15.524024963378906 (17.684428135553997) | > loss_duration: 2.284271240234375 (2.4125249187151594) | > loss_1: 27.961576461791992 (32.78770526250204)  --> STEP: 13 | > loss_disc: 2.5283100605010986 (2.3874190220466027) | > loss_disc_real_0: 0.12017636001110077 (0.14118462342482346) | > loss_disc_real_1: 0.23745568096637726 (0.16720574922286546) | > loss_disc_real_2: 0.23454102873802185 (0.22151643152420336) | > loss_disc_real_3: 0.20720916986465454 (0.23698171170858237) | > loss_disc_real_4: 0.2131226807832718 (0.2244299317781742) | > loss_disc_real_5: 0.21435366570949554 (0.2233992998416607) | > loss_0: 2.5283100605010986 (2.3874190220466027) | > loss_gen: 2.1765241622924805 (2.381156114431528) | > loss_kl: 3.5597307682037354 (3.4060856378995457) | > loss_feat: 5.848928928375244 (6.818466956798847) | > loss_mel: 16.063447952270508 (17.559737352224495) | > loss_duration: 2.318852424621582 (2.4053193422464227) | > loss_1: 29.967483520507812 (32.57076512850248)  --> STEP: 14 | > loss_disc: 2.3228530883789062 (2.3828071696417674) | > loss_disc_real_0: 0.19630174338817596 (0.14512156056506292) | > loss_disc_real_1: 0.16752241551876068 (0.16722836824400084) | > loss_disc_real_2: 0.23233769834041595 (0.22228937915393285) | > loss_disc_real_3: 0.21397753059864044 (0.2353385559150151) | > loss_disc_real_4: 0.23854763805866241 (0.2254383393696376) | > loss_disc_real_5: 0.21456585824489594 (0.2227683397276061) | > loss_0: 2.3228530883789062 (2.3828071696417674) | > loss_gen: 2.5538532733917236 (2.3934916257858276) | > loss_kl: 3.950822591781616 (3.4449954203196933) | > loss_feat: 6.572942733764648 (6.800929512296404) | > loss_mel: 18.719562530517578 (17.64258200781686) | > loss_duration: 2.3970015048980713 (2.4047252110072543) | > loss_1: 34.194183349609375 (32.68672357286726)  --> STEP: 15 | > loss_disc: 2.3248250484466553 (2.3789416948954263) | > loss_disc_real_0: 0.29765865206718445 (0.1552906999985377) | > loss_disc_real_1: 0.15521635115146637 (0.16642756710449855) | > loss_disc_real_2: 0.2293703854084015 (0.22276144623756408) | > loss_disc_real_3: 0.23321539163589478 (0.2351970116297404) | > loss_disc_real_4: 0.18493424355983734 (0.22273806631565093) | > loss_disc_real_5: 0.21631205081939697 (0.22233792046705883) | > loss_0: 2.3248250484466553 (2.3789416948954263) | > loss_gen: 2.708200216293335 (2.414472198486328) | > loss_kl: 3.673596143722534 (3.4602354685465495) | > loss_feat: 8.488062858581543 (6.913405068715414) | > loss_mel: 18.254985809326172 (17.68340892791748) | > loss_duration: 2.403090476989746 (2.4046162287394206) | > loss_1: 35.52793502807617 (32.87613766988118)  --> STEP: 16 | > loss_disc: 2.2170426845550537 (2.368823006749153) | > loss_disc_real_0: 0.08773326873779297 (0.15106836054474115) | > loss_disc_real_1: 0.23639138042926788 (0.17080030543729663) | > loss_disc_real_2: 0.1473764181137085 (0.2180498819798231) | > loss_disc_real_3: 0.24444672465324402 (0.23577511869370937) | > loss_disc_real_4: 0.21106299757957458 (0.22200837451964617) | > loss_disc_real_5: 0.16790257394313812 (0.21893571130931377) | > loss_0: 2.2170426845550537 (2.368823006749153) | > loss_gen: 2.4876465797424316 (2.4190455973148346) | > loss_kl: 3.2233591079711914 (3.4454306960105896) | > loss_feat: 9.610384941101074 (7.081966310739517) | > loss_mel: 16.662982940673828 (17.619632303714752) | > loss_duration: 2.4347190856933594 (2.4064976572990417) | > loss_1: 34.419090270996094 (32.97257220745087)  --> STEP: 17 | > loss_disc: 2.621203899383545 (2.38366894161) | > loss_disc_real_0: 0.20131634175777435 (0.1540241241455078) | > loss_disc_real_1: 0.22592422366142273 (0.17404288886224523) | > loss_disc_real_2: 0.31252941489219666 (0.2236075015629039) | > loss_disc_real_3: 0.27760082483291626 (0.23823545434895685) | > loss_disc_real_4: 0.28291890025138855 (0.22559134662151337) | > loss_disc_real_5: 0.3699098527431488 (0.2278165431583629) | > loss_0: 2.621203899383545 (2.38366894161) | > loss_gen: 2.796563148498535 (2.4412525120903465) | > loss_kl: 2.1525468826293945 (3.3693787069881664) | > loss_feat: 5.937340259552002 (7.0146353665520165) | > loss_mel: 16.54496955871582 (17.55641684812658) | > loss_duration: 2.4463486671447754 (2.4088418343487907) | > loss_1: 29.87776756286621 (32.79052487541647)  --> STEP: 18 | > loss_disc: 2.3498127460479736 (2.381788041856554) | > loss_disc_real_0: 0.2006482481956482 (0.1566143532594045) | > loss_disc_real_1: 0.18099407851696014 (0.17442906606528494) | > loss_disc_real_2: 0.17642347514629364 (0.22098616676198113) | > loss_disc_real_3: 0.1202874630689621 (0.2316827881667349) | > loss_disc_real_4: 0.17827704548835754 (0.22296277433633804) | > loss_disc_real_5: 0.20539183914661407 (0.2265707262688213) | > loss_0: 2.3498127460479736 (2.381788041856554) | > loss_gen: 2.1371264457702637 (2.4243566195170083) | > loss_kl: 3.151214122772217 (3.3572584523095026) | > loss_feat: 9.217610359191895 (7.137022866143121) | > loss_mel: 17.510555267333984 (17.553868982526993) | > loss_duration: 2.2986998558044434 (2.4027228355407715) | > loss_1: 34.31520462036133 (32.87522930569119)  --> STEP: 19 | > loss_disc: 2.574420928955078 (2.3919266148617395) | > loss_disc_real_0: 0.21065165102481842 (0.15945842156284734) | > loss_disc_real_1: 0.1952386051416397 (0.17552430496404045) | > loss_disc_real_2: 0.21794427931308746 (0.22082606742256566) | > loss_disc_real_3: 0.306666761636734 (0.23562931308620855) | > loss_disc_real_4: 0.2601874768733978 (0.22492196920670962) | > loss_disc_real_5: 0.25539305806159973 (0.22808769110002017) | > loss_0: 2.574420928955078 (2.3919266148617395) | > loss_gen: 2.305650472640991 (2.4181089275761654) | > loss_kl: 2.59043550491333 (3.316899349814967) | > loss_feat: 5.4077372550964355 (7.0460078339827685) | > loss_mel: 17.20773696899414 (17.535651508130524) | > loss_duration: 2.3726866245269775 (2.401141982329519) | > loss_1: 29.884246826171875 (32.717809175190176)  --> STEP: 20 | > loss_disc: 2.5143837928771973 (2.3980494737625127) | > loss_disc_real_0: 0.1743895560503006 (0.16020497828722) | > loss_disc_real_1: 0.19531747698783875 (0.17651396356523036) | > loss_disc_real_2: 0.2797999083995819 (0.22377475947141648) | > loss_disc_real_3: 0.2468908131122589 (0.23619238808751106) | > loss_disc_real_4: 0.2760615348815918 (0.22747894749045372) | > loss_disc_real_5: 0.23715685307979584 (0.22854114919900895) | > loss_0: 2.5143837928771973 (2.3980494737625127) | > loss_gen: 2.572751522064209 (2.4258410573005675) | > loss_kl: 2.461838960647583 (3.274146330356598) | > loss_feat: 7.863230228424072 (7.086868953704834) | > loss_mel: 19.543777465820312 (17.636057806015014) | > loss_duration: 2.299551486968994 (2.396062457561493) | > loss_1: 34.74114990234375 (32.818976211547856)  --> STEP: 21 | > loss_disc: 2.3138041496276855 (2.394037791660854) | > loss_disc_real_0: 0.08399751782417297 (0.15657605159850346) | > loss_disc_real_1: 0.14596585929393768 (0.17505929193326406) | > loss_disc_real_2: 0.17241881787776947 (0.22132923844314756) | > loss_disc_real_3: 0.24703319370746613 (0.23670861692655654) | > loss_disc_real_4: 0.23925505578517914 (0.2280397145521073) | > loss_disc_real_5: 0.25456660985946655 (0.22978045684950693) | > loss_0: 2.3138041496276855 (2.394037791660854) | > loss_gen: 2.1542468070983887 (2.4129079977671304) | > loss_kl: 2.390202045440674 (3.2320537453606013) | > loss_feat: 5.776893138885498 (7.024489152999151) | > loss_mel: 16.11288070678711 (17.563525563194638) | > loss_duration: 2.2110414505004883 (2.387251933415731) | > loss_1: 28.645263671875 (32.62022799537296)  --> STEP: 22 | > loss_disc: 2.2547497749328613 (2.387706518173218) | > loss_disc_real_0: 0.115633524954319 (0.15471502766013143) | > loss_disc_real_1: 0.14748674631118774 (0.17380599440498787) | > loss_disc_real_2: 0.2490844875574112 (0.2225908406756141) | > loss_disc_real_3: 0.1952093094587326 (0.2348222847689282) | > loss_disc_real_4: 0.18855157494544983 (0.22624479911544107) | > loss_disc_real_5: 0.2566141188144684 (0.23100016875700516) | > loss_0: 2.2547497749328613 (2.387706518173218) | > loss_gen: 2.528485059738159 (2.4181615005839956) | > loss_kl: 2.1837518215179443 (3.184403657913208) | > loss_feat: 8.14450454711914 (7.075398943640969) | > loss_mel: 17.388042449951172 (17.55554905804721) | > loss_duration: 2.181879997253418 (2.377916845408353) | > loss_1: 32.42666244506836 (32.6114295612682)  --> STEP: 23 | > loss_disc: 2.3696646690368652 (2.3869220899498984) | > loss_disc_real_0: 0.1348649561405182 (0.15385198107232217) | > loss_disc_real_1: 0.1469346582889557 (0.17263767544342126) | > loss_disc_real_2: 0.1898721158504486 (0.22116828742234604) | > loss_disc_real_3: 0.23647527396678925 (0.23489415386448737) | > loss_disc_real_4: 0.2129015028476715 (0.22566465579945108) | > loss_disc_real_5: 0.2183712124824524 (0.23045108370158984) | > loss_0: 2.3696646690368652 (2.3869220899498984) | > loss_gen: 2.571403741836548 (2.4248242067254107) | > loss_kl: 2.7107577323913574 (3.1638103568035625) | > loss_feat: 6.226709842681885 (7.0384994175123134) | > loss_mel: 17.17853546142578 (17.53915716254193) | > loss_duration: 2.3028602600097656 (2.3746535156084145) | > loss_1: 30.990266799926758 (32.54094422381858)  --> STEP: 24 | > loss_disc: 2.459132194519043 (2.3899308443069462) | > loss_disc_real_0: 0.2180282175540924 (0.15652599092572927) | > loss_disc_real_1: 0.17170989513397217 (0.17259901793052754) | > loss_disc_real_2: 0.21591490507125854 (0.22094939649105072) | > loss_disc_real_3: 0.21525239944458008 (0.23407574743032455) | > loss_disc_real_4: 0.27824047207832336 (0.22785531481107077) | > loss_disc_real_5: 0.25404495000839233 (0.23143416146437326) | > loss_0: 2.459132194519043 (2.3899308443069462) | > loss_gen: 2.3407301902770996 (2.421320289373398) | > loss_kl: 2.435401678085327 (3.1334599951903024) | > loss_feat: 4.746255397796631 (6.9429892500241595) | > loss_mel: 17.456817626953125 (17.535726348559063) | > loss_duration: 2.4044253826141357 (2.3758940100669865) | > loss_1: 29.383628845214844 (32.409389416376754)  --> STEP: 25 | > loss_disc: 2.401455879211426 (2.3903918457031255) | > loss_disc_real_0: 0.1484823375940323 (0.1562042447924614) | > loss_disc_real_1: 0.18276335299015045 (0.17300559133291243) | > loss_disc_real_2: 0.1577991098165512 (0.21842338502407074) | > loss_disc_real_3: 0.22648034989833832 (0.2337719315290451) | > loss_disc_real_4: 0.17735375463962555 (0.22583525240421295) | > loss_disc_real_5: 0.24351251125335693 (0.23191729545593262) | > loss_0: 2.401455879211426 (2.3903918457031255) | > loss_gen: 2.325148344039917 (2.4174734115600587) | > loss_kl: 3.4863858222961426 (3.147577028274536) | > loss_feat: 7.6404805183410645 (6.970888900756836) | > loss_mel: 15.647109985351562 (17.460181694030762) | > loss_duration: 2.3631255626678467 (2.375383272171021) | > loss_1: 31.462247848510742 (32.37150375366211)  --> STEP: 26 | > loss_disc: 2.158151865005493 (2.3814595387532167) | > loss_disc_real_0: 0.12374790012836456 (0.1549559238438423) | > loss_disc_real_1: 0.1254514455795288 (0.17117658572701308) | > loss_disc_real_2: 0.17555786669254303 (0.2167747112420889) | > loss_disc_real_3: 0.17157985270023346 (0.23137992849716774) | > loss_disc_real_4: 0.19261831045150757 (0.22455767771372429) | > loss_disc_real_5: 0.24312938749790192 (0.23234852976523912) | > loss_0: 2.158151865005493 (2.3814595387532167) | > loss_gen: 2.5598740577697754 (2.4229503594912014) | > loss_kl: 2.4968326091766357 (3.1225483967707706) | > loss_feat: 11.579324722290039 (7.148136432354267) | > loss_mel: 19.700056076049805 (17.5463307087238) | > loss_duration: 2.338670492172241 (2.373971242171068) | > loss_1: 38.67475891113281 (32.61393664433406) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024928679833045374 (-5.8311682481031885e-05) | > avg_loss_disc: 2.3814595387532167 (-0.010168524888844566) | > avg_loss_disc_real_0: 0.1549559238438423 (+0.019708535992182225) | > avg_loss_disc_real_1: 0.17117658572701308 (-0.036395875020669044) | > avg_loss_disc_real_2: 0.2167747112420889 (+0.022947099059820175) | > avg_loss_disc_real_3: 0.23137992849716774 (-0.023651037651758994) | > avg_loss_disc_real_4: 0.22455767771372429 (-0.013421330600976944) | > avg_loss_disc_real_5: 0.23234852976523912 (-0.0046033446605389106) | > avg_loss_0: 2.3814595387532167 (-0.010168524888844566) | > avg_loss_gen: 2.4229503594912014 (+0.012063938837784782) | > avg_loss_kl: 3.1225483967707706 (+0.01589523828946593) | > avg_loss_feat: 7.148136432354267 (+0.4118868571061354) | > avg_loss_mel: 17.5463307087238 (+0.1472958051241342) | > avg_loss_duration: 2.373971242171068 (-0.0048460685289821726) | > avg_loss_1: 32.61393664433406 (+0.5822954911452101)  > EPOCH: 988/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:07:15)   --> TIME: 2024-06-12 11:07:20 -- STEP: 9/330 -- GLOBAL_STEP: 414050 | > loss_disc: 2.421783208847046 (2.3372662597232394) | > loss_disc_real_0: 0.12175630778074265 (0.10413028962082332) | > loss_disc_real_1: 0.2069370150566101 (0.18863614400227866) | > loss_disc_real_2: 0.1909918338060379 (0.20870612561702728) | > loss_disc_real_3: 0.23864659667015076 (0.22836625244882372) | > loss_disc_real_4: 0.23601627349853516 (0.23435108694765303) | > loss_disc_real_5: 0.2314181923866272 (0.23304778006341723) | > loss_0: 2.421783208847046 (2.3372662597232394) | > grad_norm_0: tensor(6.6775, device='cuda:0') (tensor(8.8560, device='cuda:0')) | > loss_gen: 2.350785970687866 (2.499122222264608) | > loss_kl: 2.042263984680176 (2.009689317809211) | > loss_feat: 6.83433723449707 (6.76185581419203) | > loss_mel: 18.059818267822266 (17.619561513264973) | > loss_duration: 2.0359373092651367 (2.0825791358947754) | > loss_1: 31.323143005371094 (30.972808202107746) | > grad_norm_1: tensor(55.7542, device='cuda:0') (tensor(68.1186, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3654 (0.3767983118693034) | > loader_time: 0.0036 (0.0031507015228271484)  --> TIME: 2024-06-12 11:07:29 -- STEP: 34/330 -- GLOBAL_STEP: 414075 | > loss_disc: 2.304628372192383 (2.3425168430103973) | > loss_disc_real_0: 0.10237403213977814 (0.10531478528590764) | > loss_disc_real_1: 0.18780837953090668 (0.19679502704564264) | > loss_disc_real_2: 0.1799827218055725 (0.20881121737115524) | > loss_disc_real_3: 0.2251092791557312 (0.22867199340287378) | > loss_disc_real_4: 0.20251256227493286 (0.23037540342877894) | > loss_disc_real_5: 0.2191990166902542 (0.2260444089770317) | > loss_0: 2.304628372192383 (2.3425168430103973) | > grad_norm_0: tensor(6.7575, device='cuda:0') (tensor(8.4559, device='cuda:0')) | > loss_gen: 2.366969108581543 (2.5055756779278027) | > loss_kl: 1.8217072486877441 (1.953189211733201) | > loss_feat: 7.481037616729736 (6.9327139573938705) | > loss_mel: 17.585161209106445 (17.40907080033246) | > loss_duration: 1.9886893033981323 (1.9926201385610245) | > loss_1: 31.24356460571289 (30.79317003137925) | > grad_norm_1: tensor(88.4022, device='cuda:0') (tensor(73.6997, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3625 (0.3672390825608197) | > loader_time: 0.0038 (0.0033783982781802908)  --> TIME: 2024-06-12 11:07:39 -- STEP: 59/330 -- GLOBAL_STEP: 414100 | > loss_disc: 2.3925106525421143 (2.3561886165101646) | > loss_disc_real_0: 0.10836195200681686 (0.10703024811158746) | > loss_disc_real_1: 0.2346004843711853 (0.196006780711271) | > loss_disc_real_2: 0.21049952507019043 (0.2089207811375796) | > loss_disc_real_3: 0.23298543691635132 (0.23056530952453613) | > loss_disc_real_4: 0.23365911841392517 (0.23120468172986627) | > loss_disc_real_5: 0.2120741307735443 (0.22438663092710204) | > loss_0: 2.3925106525421143 (2.3561886165101646) | > grad_norm_0: tensor(9.7819, device='cuda:0') (tensor(8.2699, device='cuda:0')) | > loss_gen: 2.427473306655884 (2.505306583339884) | > loss_kl: 1.8799511194229126 (1.9584908242953025) | > loss_feat: 6.776392936706543 (7.005004325155484) | > loss_mel: 16.462980270385742 (17.281788583529206) | > loss_duration: 1.94993257522583 (1.9774980120739694) | > loss_1: 29.496728897094727 (30.728088411234193) | > grad_norm_1: tensor(204.5179, device='cuda:0') (tensor(78.4002, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3637 (0.37298630051693676) | > loader_time: 0.0038 (0.0034668809276516156)  --> TIME: 2024-06-12 11:07:48 -- STEP: 84/330 -- GLOBAL_STEP: 414125 | > loss_disc: 2.4283604621887207 (2.3567489499137504) | > loss_disc_real_0: 0.12746693193912506 (0.1083908820790904) | > loss_disc_real_1: 0.22470150887966156 (0.19373967817851476) | > loss_disc_real_2: 0.23877859115600586 (0.2095866015269643) | > loss_disc_real_3: 0.2254638969898224 (0.2291836944364366) | > loss_disc_real_4: 0.2382327765226364 (0.2315954321197101) | > loss_disc_real_5: 0.21301931142807007 (0.22501969231026514) | > loss_0: 2.4283604621887207 (2.3567489499137504) | > grad_norm_0: tensor(11.3957, device='cuda:0') (tensor(8.7626, device='cuda:0')) | > loss_gen: 2.3650734424591064 (2.4967483196939724) | > loss_kl: 1.7787541151046753 (1.9686516055038996) | > loss_feat: 6.3622846603393555 (7.012692241441636) | > loss_mel: 16.72380828857422 (17.192679734457105) | > loss_duration: 2.055279493331909 (1.9738140148775918) | > loss_1: 29.285200119018555 (30.644585950034006) | > grad_norm_1: tensor(135.2413, device='cuda:0') (tensor(88.1012, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3651 (0.37217834166118074) | > loader_time: 0.0048 (0.0035671875590369815)  --> TIME: 2024-06-12 11:07:57 -- STEP: 109/330 -- GLOBAL_STEP: 414150 | > loss_disc: 2.3138980865478516 (2.3640244794548093) | > loss_disc_real_0: 0.09623397886753082 (0.10897858023916909) | > loss_disc_real_1: 0.20644928514957428 (0.19401354499913137) | > loss_disc_real_2: 0.24514871835708618 (0.21102805777427253) | > loss_disc_real_3: 0.23363837599754333 (0.23058569472317303) | > loss_disc_real_4: 0.2597024440765381 (0.2340655212008625) | > loss_disc_real_5: 0.20680706202983856 (0.22625299426940604) | > loss_0: 2.3138980865478516 (2.3640244794548093) | > grad_norm_0: tensor(8.0127, device='cuda:0') (tensor(8.7267, device='cuda:0')) | > loss_gen: 2.567072868347168 (2.4921117769468806) | > loss_kl: 2.1388862133026123 (1.9859681916893075) | > loss_feat: 6.873100757598877 (6.991358603906194) | > loss_mel: 17.027557373046875 (17.18455389005329) | > loss_duration: 1.9266183376312256 (1.9755540583111824) | > loss_1: 30.533235549926758 (30.62954650668923) | > grad_norm_1: tensor(64.3939, device='cuda:0') (tensor(88.5794, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3712 (0.3717385978873717) | > loader_time: 0.0044 (0.00366888133757705)  --> TIME: 2024-06-12 11:08:07 -- STEP: 134/330 -- GLOBAL_STEP: 414175 | > loss_disc: 2.4283981323242188 (2.3697804781927982) | > loss_disc_real_0: 0.14049465954303741 (0.1102560209805396) | > loss_disc_real_1: 0.2441679984331131 (0.19530524524734982) | > loss_disc_real_2: 0.1994663029909134 (0.2108812636848706) | > loss_disc_real_3: 0.22560784220695496 (0.23048163594594642) | > loss_disc_real_4: 0.20454329252243042 (0.23351296771373323) | > loss_disc_real_5: 0.203806534409523 (0.22573673814090328) | > loss_0: 2.4283981323242188 (2.3697804781927982) | > grad_norm_0: tensor(13.9609, device='cuda:0') (tensor(9.3987, device='cuda:0')) | > loss_gen: 2.408566951751709 (2.4856832685755252) | > loss_kl: 2.1207854747772217 (1.9985449305221217) | > loss_feat: 7.308670997619629 (6.978744972997637) | > loss_mel: 17.371416091918945 (17.18433793623056) | > loss_duration: 1.9895646572113037 (1.9796653131940471) | > loss_1: 31.199005126953125 (30.62697639750011) | > grad_norm_1: tensor(112.8675, device='cuda:0') (tensor(98.0279, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3724 (0.37245724628220744) | > loader_time: 0.0042 (0.003775440045257113)  --> TIME: 2024-06-12 11:08:17 -- STEP: 159/330 -- GLOBAL_STEP: 414200 | > loss_disc: 2.3060834407806396 (2.372012162358505) | > loss_disc_real_0: 0.10247431695461273 (0.11155201672757946) | > loss_disc_real_1: 0.1559140533208847 (0.1955667425813915) | > loss_disc_real_2: 0.18912506103515625 (0.2113121807012918) | > loss_disc_real_3: 0.20064131915569305 (0.2300624562509405) | > loss_disc_real_4: 0.22611437737941742 (0.23383908723510285) | > loss_disc_real_5: 0.18110643327236176 (0.2250912827703188) | > loss_0: 2.3060834407806396 (2.372012162358505) | > grad_norm_0: tensor(21.0659, device='cuda:0') (tensor(10.1206, device='cuda:0')) | > loss_gen: 2.606703758239746 (2.4820659535485996) | > loss_kl: 1.8819688558578491 (2.0077730087364243) | > loss_feat: 7.764223098754883 (6.983501620262674) | > loss_mel: 17.13448715209961 (17.18392222782352) | > loss_duration: 2.01212739944458 (1.9843258947696325) | > loss_1: 31.39950942993164 (30.641588618920284) | > grad_norm_1: tensor(314.0569, device='cuda:0') (tensor(116.1382, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.369 (0.37300969519705146) | > loader_time: 0.005 (0.0038617526960073026)  --> TIME: 2024-06-12 11:08:27 -- STEP: 184/330 -- GLOBAL_STEP: 414225 | > loss_disc: 2.4561963081359863 (2.3724081516265865) | > loss_disc_real_0: 0.15935616195201874 (0.11321745687366827) | > loss_disc_real_1: 0.16792234778404236 (0.19540107501265797) | > loss_disc_real_2: 0.23036931455135345 (0.2113899999986524) | > loss_disc_real_3: 0.24946564435958862 (0.23000418273327145) | > loss_disc_real_4: 0.21583248674869537 (0.2337256979359233) | > loss_disc_real_5: 0.23245243728160858 (0.22478535787566847) | > loss_0: 2.4561963081359863 (2.3724081516265865) | > grad_norm_0: tensor(8.3238, device='cuda:0') (tensor(11.1623, device='cuda:0')) | > loss_gen: 2.338559627532959 (2.4829126985176755) | > loss_kl: 2.0846550464630127 (2.0131066758995466) | > loss_feat: 6.784972190856934 (6.973837085392164) | > loss_mel: 16.986099243164062 (17.144816569660037) | > loss_duration: 2.0258047580718994 (1.9920970978944197) | > loss_1: 30.220090866088867 (30.60677009043486) | > grad_norm_1: tensor(172.9473, device='cuda:0') (tensor(136.5793, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.3906 (0.37504143300263776) | > loader_time: 0.0056 (0.0039752294187960415)  --> TIME: 2024-06-12 11:08:37 -- STEP: 209/330 -- GLOBAL_STEP: 414250 | > loss_disc: 2.3896946907043457 (2.3700843131142943) | > loss_disc_real_0: 0.13077813386917114 (0.11421443664571315) | > loss_disc_real_1: 0.17639771103858948 (0.19557792468789661) | > loss_disc_real_2: 0.1868433952331543 (0.21114084851798828) | > loss_disc_real_3: 0.21307648718357086 (0.22962874060042165) | > loss_disc_real_4: 0.2164205014705658 (0.2329828113174895) | > loss_disc_real_5: 0.2058408558368683 (0.223521492555381) | > loss_0: 2.3896946907043457 (2.3700843131142943) | > grad_norm_0: tensor(48.7047, device='cuda:0') (tensor(12.5232, device='cuda:0')) | > loss_gen: 2.3726701736450195 (2.485083334753957) | > loss_kl: 2.078258514404297 (2.017363243696222) | > loss_feat: 7.077450752258301 (6.984377963691237) | > loss_mel: 16.50861358642578 (17.117036176070084) | > loss_duration: 2.0792508125305176 (2.0003890500684673) | > loss_1: 30.116241455078125 (30.604249744324022) | > grad_norm_1: tensor(407.0755, device='cuda:0') (tensor(160.3203, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.393 (0.3773806619872317) | > loader_time: 0.0053 (0.004107104534167423)  --> TIME: 2024-06-12 11:08:47 -- STEP: 234/330 -- GLOBAL_STEP: 414275 | > loss_disc: 2.391402006149292 (2.370711806492929) | > loss_disc_real_0: 0.08583332598209381 (0.11525346485213336) | > loss_disc_real_1: 0.21430516242980957 (0.19587482059867972) | > loss_disc_real_2: 0.23513154685497284 (0.21155805548286846) | > loss_disc_real_3: 0.24592985212802887 (0.22986211309320906) | > loss_disc_real_4: 0.24617299437522888 (0.23314495989654818) | > loss_disc_real_5: 0.24477465450763702 (0.22280488328801262) | > loss_0: 2.391402006149292 (2.370711806492929) | > grad_norm_0: tensor(34.2452, device='cuda:0') (tensor(14.4609, device='cuda:0')) | > loss_gen: 2.416456460952759 (2.4900420415095783) | > loss_kl: 2.0218212604522705 (2.0239743345823036) | > loss_feat: 5.828860759735107 (6.9819452946002665) | > loss_mel: 15.080695152282715 (17.066269858270637) | > loss_duration: 2.0883030891418457 (2.009629857845795) | > loss_1: 27.43613624572754 (30.571861348600468) | > grad_norm_1: tensor(277.8205, device='cuda:0') (tensor(187.1641, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.406 (0.38032023519532293) | > loader_time: 0.0051 (0.004229112568064633)  --> TIME: 2024-06-12 11:08:58 -- STEP: 259/330 -- GLOBAL_STEP: 414300 | > loss_disc: 2.4005227088928223 (2.3685091158598093) | > loss_disc_real_0: 0.10968057066202164 (0.11634566332842852) | > loss_disc_real_1: 0.2305627465248108 (0.19564330117582815) | > loss_disc_real_2: 0.23783975839614868 (0.21115462510742275) | > loss_disc_real_3: 0.21605004370212555 (0.22997455500267647) | > loss_disc_real_4: 0.22055073082447052 (0.23295002951355054) | > loss_disc_real_5: 0.21760207414627075 (0.22175729315023165) | > loss_0: 2.4005227088928223 (2.3685091158598093) | > grad_norm_0: tensor(34.4309, device='cuda:0') (tensor(16.3073, device='cuda:0')) | > loss_gen: 2.4209322929382324 (2.4962811083407006) | > loss_kl: 2.1166279315948486 (2.02751875476027) | > loss_feat: 6.94027042388916 (6.990586267935263) | > loss_mel: 16.711198806762695 (17.0142810998276) | > loss_duration: 2.118285655975342 (2.017985265687626) | > loss_1: 30.307315826416016 (30.546652488266638) | > grad_norm_1: tensor(642.6232, device='cuda:0') (tensor(214.5211, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.4513 (0.38538202355727263) | > loader_time: 0.0071 (0.004376526504870087)  --> TIME: 2024-06-12 11:09:10 -- STEP: 284/330 -- GLOBAL_STEP: 414325 | > loss_disc: 2.3258986473083496 (2.368988000171286) | > loss_disc_real_0: 0.09647495299577713 (0.11725042403583795) | > loss_disc_real_1: 0.1755051463842392 (0.19609737606115743) | > loss_disc_real_2: 0.23225602507591248 (0.21127241823664855) | > loss_disc_real_3: 0.23104140162467957 (0.22970241596791105) | > loss_disc_real_4: 0.25785791873931885 (0.23271076601575796) | > loss_disc_real_5: 0.22831954061985016 (0.22152136675488782) | > loss_0: 2.3258986473083496 (2.368988000171286) | > grad_norm_0: tensor(31.8269, device='cuda:0') (tensor(17.0640, device='cuda:0')) | > loss_gen: 2.5915958881378174 (2.4955829054536944) | > loss_kl: 2.1971328258514404 (2.034983255074057) | > loss_feat: 7.046244144439697 (6.994129859225849) | > loss_mel: 16.79806900024414 (16.964565565888318) | > loss_duration: 2.1393721103668213 (2.0279783128013076) | > loss_1: 30.772415161132812 (30.517239906418492) | > grad_norm_1: tensor(537.2274, device='cuda:0') (tensor(231.7674, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.446 (0.3912973084919889) | > loader_time: 0.0067 (0.004536206453618871)  --> TIME: 2024-06-12 11:09:22 -- STEP: 309/330 -- GLOBAL_STEP: 414350 | > loss_disc: 2.3471665382385254 (2.3736567913907263) | > loss_disc_real_0: 0.10627688467502594 (0.11875639281998175) | > loss_disc_real_1: 0.19550871849060059 (0.19686682334223995) | > loss_disc_real_2: 0.2229226529598236 (0.21153230309293494) | > loss_disc_real_3: 0.2198355495929718 (0.230045500937789) | > loss_disc_real_4: 0.2320738136768341 (0.23276291715288625) | > loss_disc_real_5: 0.1876809000968933 (0.22093100194792145) | > loss_0: 2.3471665382385254 (2.3736567913907263) | > grad_norm_0: tensor(26.5836, device='cuda:0') (tensor(18.4662, device='cuda:0')) | > loss_gen: 2.753943681716919 (2.491996179506616) | > loss_kl: 2.080760955810547 (2.042197799605458) | > loss_feat: 6.739533424377441 (6.995035940003627) | > loss_mel: 16.295536041259766 (16.909905319460776) | > loss_duration: 2.2263998985290527 (2.0403995984580523) | > loss_1: 30.096174240112305 (30.479534828161345) | > grad_norm_1: tensor(516.4170, device='cuda:0') (tensor(251.3949, device='cuda:0')) | > current_lr_0: 0.0001767629637407058 | > current_lr_1: 0.0001767629637407058 | > step_time: 0.5074 (0.39892505364896413) | > loader_time: 0.0079 (0.004746119181315106)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5556046962738037 (2.5556046962738037) | > loss_disc_real_0: 0.1297219693660736 (0.1297219693660736) | > loss_disc_real_1: 0.1899590790271759 (0.1899590790271759) | > loss_disc_real_2: 0.2614351212978363 (0.2614351212978363) | > loss_disc_real_3: 0.27087879180908203 (0.27087879180908203) | > loss_disc_real_4: 0.3114576041698456 (0.3114576041698456) | > loss_disc_real_5: 0.3379184901714325 (0.3379184901714325) | > loss_0: 2.5556046962738037 (2.5556046962738037) | > loss_gen: 2.5151944160461426 (2.5151944160461426) | > loss_kl: 2.946354389190674 (2.946354389190674) | > loss_feat: 5.956778049468994 (5.956778049468994) | > loss_mel: 14.164153099060059 (14.164153099060059) | > loss_duration: 2.994138240814209 (2.994138240814209) | > loss_1: 28.576618194580078 (28.576618194580078)  --> STEP: 1 | > loss_disc: 2.430508852005005 (2.430508852005005) | > loss_disc_real_0: 0.11051689088344574 (0.11051689088344574) | > loss_disc_real_1: 0.24798287451267242 (0.24798287451267242) | > loss_disc_real_2: 0.23218388855457306 (0.23218388855457306) | > loss_disc_real_3: 0.23535577952861786 (0.23535577952861786) | > loss_disc_real_4: 0.3199441134929657 (0.3199441134929657) | > loss_disc_real_5: 0.2961391806602478 (0.2961391806602478) | > loss_0: 2.430508852005005 (2.430508852005005) | > loss_gen: 2.726933002471924 (2.726933002471924) | > loss_kl: 3.575962543487549 (3.575962543487549) | > loss_feat: 6.487781047821045 (6.487781047821045) | > loss_mel: 18.432626724243164 (18.432626724243164) | > loss_duration: 2.468647003173828 (2.468647003173828) | > loss_1: 33.69194793701172 (33.69194793701172)  --> STEP: 2 | > loss_disc: 2.4720335006713867 (2.451271176338196) | > loss_disc_real_0: 0.1723044365644455 (0.14141066372394562) | > loss_disc_real_1: 0.3045443296432495 (0.27626360207796097) | > loss_disc_real_2: 0.2625470459461212 (0.24736546725034714) | > loss_disc_real_3: 0.28749942779541016 (0.261427603662014) | > loss_disc_real_4: 0.26785820722579956 (0.29390116035938263) | > loss_disc_real_5: 0.2708795666694641 (0.28350937366485596) | > loss_0: 2.4720335006713867 (2.451271176338196) | > loss_gen: 2.910702705383301 (2.8188178539276123) | > loss_kl: 2.8919055461883545 (3.2339340448379517) | > loss_feat: 5.656257152557373 (6.072019100189209) | > loss_mel: 17.525684356689453 (17.97915554046631) | > loss_duration: 2.439371109008789 (2.4540090560913086) | > loss_1: 31.423921585083008 (32.55793476104736)  --> STEP: 3 | > loss_disc: 2.261488437652588 (2.388010263442993) | > loss_disc_real_0: 0.22451914846897125 (0.1691134919722875) | > loss_disc_real_1: 0.20368941128253937 (0.25207220514615375) | > loss_disc_real_2: 0.23624147474765778 (0.24365746974945068) | > loss_disc_real_3: 0.17253313958644867 (0.23179611563682556) | > loss_disc_real_4: 0.25950223207473755 (0.2824348509311676) | > loss_disc_real_5: 0.2366301417350769 (0.26788296302159625) | > loss_0: 2.261488437652588 (2.388010263442993) | > loss_gen: 2.761402130126953 (2.7996792793273926) | > loss_kl: 4.220823764801025 (3.562897284825643) | > loss_feat: 6.784579753875732 (6.309539318084717) | > loss_mel: 17.240829467773438 (17.733046849568684) | > loss_duration: 2.4962058067321777 (2.468074639638265) | > loss_1: 33.503841400146484 (32.873236974080406)  --> STEP: 4 | > loss_disc: 2.5385782718658447 (2.425652265548706) | > loss_disc_real_0: 0.17884421348571777 (0.17154617235064507) | > loss_disc_real_1: 0.30060064792633057 (0.26420431584119797) | > loss_disc_real_2: 0.2294442057609558 (0.24010415375232697) | > loss_disc_real_3: 0.35026127099990845 (0.2614124044775963) | > loss_disc_real_4: 0.29401645064353943 (0.28533025085926056) | > loss_disc_real_5: 0.2405262589454651 (0.2610437870025635) | > loss_0: 2.5385782718658447 (2.425652265548706) | > loss_gen: 2.7034757137298584 (2.775628387928009) | > loss_kl: 3.6234264373779297 (3.5780295729637146) | > loss_feat: 5.779510021209717 (6.177031993865967) | > loss_mel: 16.070131301879883 (17.317317962646484) | > loss_duration: 2.4214603900909424 (2.4564210772514343) | > loss_1: 30.598005294799805 (32.304429054260254)  --> STEP: 5 | > loss_disc: 2.4504642486572266 (2.4306146621704103) | > loss_disc_real_0: 0.13125035166740417 (0.1634870082139969) | > loss_disc_real_1: 0.3153272271156311 (0.2744288980960846) | > loss_disc_real_2: 0.25035974383354187 (0.24215527176856994) | > loss_disc_real_3: 0.2548845708370209 (0.2601068377494812) | > loss_disc_real_4: 0.30204907059669495 (0.2886740148067474) | > loss_disc_real_5: 0.2430451214313507 (0.2574440538883209) | > loss_0: 2.4504642486572266 (2.4306146621704103) | > loss_gen: 2.866611957550049 (2.793825101852417) | > loss_kl: 2.8884119987487793 (3.4401060581207275) | > loss_feat: 5.64827823638916 (6.071281242370605) | > loss_mel: 17.513927459716797 (17.356639862060547) | > loss_duration: 2.312620162963867 (2.427660894393921) | > loss_1: 31.229848861694336 (32.08951301574707)  --> STEP: 6 | > loss_disc: 2.406459093093872 (2.4265887339909873) | > loss_disc_real_0: 0.1014881581068039 (0.15315386652946472) | > loss_disc_real_1: 0.21806766092777252 (0.26503535856803256) | > loss_disc_real_2: 0.2743457555770874 (0.24752035240332285) | > loss_disc_real_3: 0.2916436195373535 (0.2653629680474599) | > loss_disc_real_4: 0.2542099356651306 (0.28293000161647797) | > loss_disc_real_5: 0.22930094599723816 (0.2527535359064738) | > loss_0: 2.406459093093872 (2.4265887339909873) | > loss_gen: 2.469336748123169 (2.739743709564209) | > loss_kl: 2.9967987537384033 (3.3662215073903403) | > loss_feat: 6.602802753448486 (6.159868160883586) | > loss_mel: 17.21835708618164 (17.333592732747395) | > loss_duration: 2.267284870147705 (2.4009315570195517) | > loss_1: 31.554580688476562 (32.00035762786865)  --> STEP: 7 | > loss_disc: 2.3577990531921387 (2.416761636734009) | > loss_disc_real_0: 0.10430379956960678 (0.1461752855351993) | > loss_disc_real_1: 0.19972841441631317 (0.25570579511778696) | > loss_disc_real_2: 0.22789506614208221 (0.2447167400802885) | > loss_disc_real_3: 0.28697261214256287 (0.26845006006104605) | > loss_disc_real_4: 0.28368768095970154 (0.2830382415226528) | > loss_disc_real_5: 0.2630949914455414 (0.25423088669776917) | > loss_0: 2.3577990531921387 (2.416761636734009) | > loss_gen: 2.806241273880005 (2.749243361609323) | > loss_kl: 4.629831790924072 (3.5467372621808733) | > loss_feat: 6.648383617401123 (6.229656083243234) | > loss_mel: 18.221328735351562 (17.460412161690847) | > loss_duration: 2.5280323028564453 (2.419088806424822) | > loss_1: 34.83381652832031 (32.405137470790315)  --> STEP: 8 | > loss_disc: 2.60001277923584 (2.4396680295467377) | > loss_disc_real_0: 0.33124756813049316 (0.16930932085961103) | > loss_disc_real_1: 0.2246197611093521 (0.2518200408667326) | > loss_disc_real_2: 0.26341381669044495 (0.24705387465655804) | > loss_disc_real_3: 0.28589701652526855 (0.27063092961907387) | > loss_disc_real_4: 0.24548578262329102 (0.27834418416023254) | > loss_disc_real_5: 0.2753336727619171 (0.25686873495578766) | > loss_0: 2.60001277923584 (2.4396680295467377) | > loss_gen: 2.770568609237671 (2.751909017562866) | > loss_kl: 3.217512607574463 (3.505584180355072) | > loss_feat: 6.6324944496154785 (6.280010879039764) | > loss_mel: 16.74003028869629 (17.37036442756653) | > loss_duration: 2.331833600997925 (2.40818190574646) | > loss_1: 31.692440032958984 (32.3160502910614)  --> STEP: 9 | > loss_disc: 2.5601696968078613 (2.4530571036868625) | > loss_disc_real_0: 0.20117974281311035 (0.1728504788544443) | > loss_disc_real_1: 0.13134075701236725 (0.2384334537718031) | > loss_disc_real_2: 0.21909867227077484 (0.24394774105813768) | > loss_disc_real_3: 0.2539372444152832 (0.2687760757075416) | > loss_disc_real_4: 0.3148372173309326 (0.28239896562364364) | > loss_disc_real_5: 0.2582237720489502 (0.2570192946328057) | > loss_0: 2.5601696968078613 (2.4530571036868625) | > loss_gen: 2.624424934387207 (2.7377441194322376) | > loss_kl: 3.512373924255371 (3.506338596343994) | > loss_feat: 8.590436935424805 (6.536724885304769) | > loss_mel: 17.408180236816406 (17.37456618414985) | > loss_duration: 2.1914420127868652 (2.384099695417616) | > loss_1: 34.32685470581055 (32.53947300381131)  --> STEP: 10 | > loss_disc: 2.7347195148468018 (2.4812233448028564) | > loss_disc_real_0: 0.293537974357605 (0.18491922840476036) | > loss_disc_real_1: 0.28578513860702515 (0.24316862225532532) | > loss_disc_real_2: 0.2493145912885666 (0.24448442608118057) | > loss_disc_real_3: 0.31607508659362793 (0.2735059767961502) | > loss_disc_real_4: 0.30157917737960815 (0.2843169867992401) | > loss_disc_real_5: 0.31011107563972473 (0.26232847273349763) | > loss_0: 2.7347195148468018 (2.4812233448028564) | > loss_gen: 2.87252140045166 (2.75122184753418) | > loss_kl: 2.839170455932617 (3.4396217823028565) | > loss_feat: 6.065281391143799 (6.489580535888672) | > loss_mel: 17.722700119018555 (17.40937957763672) | > loss_duration: 2.35670804977417 (2.3813605308532715) | > loss_1: 31.856380462646484 (32.471163749694824)  --> STEP: 11 | > loss_disc: 2.4377336502075195 (2.4772697362032803) | > loss_disc_real_0: 0.17889904975891113 (0.18437193943695587) | > loss_disc_real_1: 0.25864264369010925 (0.2445753514766693) | > loss_disc_real_2: 0.2283739298582077 (0.24301983551545578) | > loss_disc_real_3: 0.2954244911670685 (0.27549856901168823) | > loss_disc_real_4: 0.2510358393192291 (0.28129142793742096) | > loss_disc_real_5: 0.30178430676460266 (0.2659153667363254) | > loss_0: 2.4377336502075195 (2.4772697362032803) | > loss_gen: 2.7043654918670654 (2.7469621788371694) | > loss_kl: 4.0589447021484375 (3.495923865925182) | > loss_feat: 6.400936126708984 (6.481521953235973) | > loss_mel: 17.455570220947266 (17.413578727028586) | > loss_duration: 2.5539097785949707 (2.397046826102517) | > loss_1: 33.17372512817383 (32.53503296592019)  --> STEP: 12 | > loss_disc: 2.4956552982330322 (2.4788018663724265) | > loss_disc_real_0: 0.16957321763038635 (0.18313871261974177) | > loss_disc_real_1: 0.30277523398399353 (0.249425341685613) | > loss_disc_real_2: 0.2146572470664978 (0.2406562864780426) | > loss_disc_real_3: 0.25370803475379944 (0.27368269115686417) | > loss_disc_real_4: 0.2237076759338379 (0.2764927819371224) | > loss_disc_real_5: 0.2527165412902832 (0.2648154646158219) | > loss_0: 2.4956552982330322 (2.4788018663724265) | > loss_gen: 2.462029218673706 (2.723217765490214) | > loss_kl: 3.4161698818206787 (3.48927770058314) | > loss_feat: 5.719022274017334 (6.417980313301086) | > loss_mel: 16.899084091186523 (17.370704174041748) | > loss_duration: 2.292325258255005 (2.3883200287818913) | > loss_1: 30.78862953186035 (32.3894993464152)  --> STEP: 13 | > loss_disc: 2.722916603088379 (2.4975799230428843) | > loss_disc_real_0: 0.18265199661254883 (0.18310127292688078) | > loss_disc_real_1: 0.328357070684433 (0.2554970131470607) | > loss_disc_real_2: 0.23794621229171753 (0.24044781923294067) | > loss_disc_real_3: 0.30157583951950073 (0.27582831795399004) | > loss_disc_real_4: 0.292280912399292 (0.27770725351113545) | > loss_disc_real_5: 0.28296512365341187 (0.26621159223409807) | > loss_0: 2.722916603088379 (2.4975799230428843) | > loss_gen: 2.5005552768707275 (2.7060898817502537) | > loss_kl: 3.64066481590271 (3.50092286330003) | > loss_feat: 4.64688777923584 (6.281742426065298) | > loss_mel: 13.343402862548828 (17.06091176546537) | > loss_duration: 2.2387921810150146 (2.376817886645978) | > loss_1: 26.370302200317383 (31.926484181330753)  --> STEP: 14 | > loss_disc: 2.2912423610687256 (2.482841525759016) | > loss_disc_real_0: 0.1182800903916359 (0.17847118846007756) | > loss_disc_real_1: 0.23901908099651337 (0.25432001799345016) | > loss_disc_real_2: 0.18630437552928925 (0.23658043039696558) | > loss_disc_real_3: 0.20792880654335022 (0.2709783528532301) | > loss_disc_real_4: 0.2541724443435669 (0.276026195713452) | > loss_disc_real_5: 0.21613244712352753 (0.26263451044048586) | > loss_0: 2.2912423610687256 (2.482841525759016) | > loss_gen: 2.4512243270874023 (2.687885199274336) | > loss_kl: 4.303494453430176 (3.5582494054521834) | > loss_feat: 5.959045886993408 (6.258692673274449) | > loss_mel: 18.014175415039062 (17.129002026149205) | > loss_duration: 2.4343667030334473 (2.38092851638794) | > loss_1: 33.16230773925781 (32.01475729261126)  --> STEP: 15 | > loss_disc: 2.5977046489715576 (2.4904990673065184) | > loss_disc_real_0: 0.2613784074783325 (0.1839983363946279) | > loss_disc_real_1: 0.25468119978904724 (0.2543440967798233) | > loss_disc_real_2: 0.18008655309677124 (0.23281417191028594) | > loss_disc_real_3: 0.286880224943161 (0.27203847765922545) | > loss_disc_real_4: 0.33669987320899963 (0.2800711075464885) | > loss_disc_real_5: 0.22731280326843262 (0.260279729962349) | > loss_0: 2.5977046489715576 (2.4904990673065184) | > loss_gen: 2.6652960777282715 (2.6863792578379315) | > loss_kl: 3.3388965129852295 (3.5436258792877195) | > loss_feat: 6.423314094543457 (6.269667434692383) | > loss_mel: 16.8870906829834 (17.112874603271486) | > loss_duration: 2.4208106994628906 (2.3835873285929368) | > loss_1: 31.735408782958984 (31.99613405863444)  --> STEP: 16 | > loss_disc: 2.477865695953369 (2.4897094815969467) | > loss_disc_real_0: 0.2337627410888672 (0.18710861168801785) | > loss_disc_real_1: 0.2516685724258423 (0.2541768765076995) | > loss_disc_real_2: 0.222390279173851 (0.23216267861425877) | > loss_disc_real_3: 0.252138614654541 (0.2707947362214327) | > loss_disc_real_4: 0.2628413438796997 (0.2789942473173142) | > loss_disc_real_5: 0.25728845596313477 (0.2600927753373981) | > loss_0: 2.477865695953369 (2.4897094815969467) | > loss_gen: 2.784813642501831 (2.692531406879425) | > loss_kl: 2.975759983062744 (3.5081342607736588) | > loss_feat: 9.02529239654541 (6.441893994808197) | > loss_mel: 17.887767791748047 (17.16130542755127) | > loss_duration: 2.3882617950439453 (2.3838794827461247) | > loss_1: 35.06189727783203 (32.18774425983429)  --> STEP: 17 | > loss_disc: 2.415816307067871 (2.485362824271707) | > loss_disc_real_0: 0.19890932738780975 (0.18780277143506444) | > loss_disc_real_1: 0.2366853505373001 (0.25314796321532307) | > loss_disc_real_2: 0.19968560338020325 (0.2302522624240202) | > loss_disc_real_3: 0.2870562970638275 (0.2717512986239265) | > loss_disc_real_4: 0.24729406833648682 (0.2771295309066773) | > loss_disc_real_5: 0.20206253230571747 (0.25667923162965217) | > loss_0: 2.415816307067871 (2.485362824271707) | > loss_gen: 2.666942596435547 (2.6910261827356674) | > loss_kl: 2.635338544845581 (3.4567933363073013) | > loss_feat: 7.784789562225342 (6.520887851715088) | > loss_mel: 17.07412338256836 (17.156177071964038) | > loss_duration: 2.521040678024292 (2.391947788350723) | > loss_1: 32.68223571777344 (32.21683199265424)  --> STEP: 18 | > loss_disc: 2.674102306365967 (2.4958483510547214) | > loss_disc_real_0: 0.26606154441833496 (0.19215048104524612) | > loss_disc_real_1: 0.1987936645746231 (0.2501282799575064) | > loss_disc_real_2: 0.172576904296875 (0.22704807586140102) | > loss_disc_real_3: 0.2562619149684906 (0.2708907773097356) | > loss_disc_real_4: 0.2894776165485382 (0.27781553566455847) | > loss_disc_real_5: 0.28690797090530396 (0.2583586060338551) | > loss_0: 2.674102306365967 (2.4958483510547214) | > loss_gen: 2.469498872756958 (2.6787191099590726) | > loss_kl: 3.200012683868408 (3.4425277445051403) | > loss_feat: 8.347921371459961 (6.622389713923137) | > loss_mel: 18.700597763061523 (17.241978221469456) | > loss_duration: 2.2875540256500244 (2.3861481348673506) | > loss_1: 35.005584716796875 (32.371762699551056)  --> STEP: 19 | > loss_disc: 2.3906517028808594 (2.4903116853613603) | > loss_disc_real_0: 0.11028163135051727 (0.18784159421920776) | > loss_disc_real_1: 0.20664197206497192 (0.2478395269105309) | > loss_disc_real_2: 0.250408411026001 (0.22827756718585365) | > loss_disc_real_3: 0.2748793959617615 (0.27110070460721064) | > loss_disc_real_4: 0.32430991530418396 (0.2802626082771703) | > loss_disc_real_5: 0.29085686802864075 (0.2600690408756859) | > loss_0: 2.3906517028808594 (2.4903116853613603) | > loss_gen: 2.767362117767334 (2.683384531422665) | > loss_kl: 2.552644968032837 (3.395691808901335) | > loss_feat: 6.900411605834961 (6.63702244507639) | > loss_mel: 16.09380340576172 (17.181547968011152) | > loss_duration: 2.3829798698425293 (2.3859813840765707) | > loss_1: 30.697202682495117 (32.28362796181127)  --> STEP: 20 | > loss_disc: 2.350165843963623 (2.4833043932914736) | > loss_disc_real_0: 0.14251625537872314 (0.18557532727718354) | > loss_disc_real_1: 0.2844052016735077 (0.24966781064867974) | > loss_disc_real_2: 0.2511541545391083 (0.2294213965535164) | > loss_disc_real_3: 0.2521813213825226 (0.27015473544597624) | > loss_disc_real_4: 0.2305619865655899 (0.2777775771915913) | > loss_disc_real_5: 0.2112378627061844 (0.2576274819672108) | > loss_0: 2.350165843963623 (2.4833043932914736) | > loss_gen: 2.596132516860962 (2.67902193069458) | > loss_kl: 2.3836510181427 (3.3450897693634034) | > loss_feat: 5.75897216796875 (6.5931199312210085) | > loss_mel: 17.277250289916992 (17.186333084106444) | > loss_duration: 2.2905306816101074 (2.3812088489532472) | > loss_1: 30.306535720825195 (32.18477334976197)  --> STEP: 21 | > loss_disc: 2.342146396636963 (2.476582583926973) | > loss_disc_real_0: 0.23578855395317078 (0.1879664333093734) | > loss_disc_real_1: 0.3257167637348175 (0.25328918936706724) | > loss_disc_real_2: 0.22181113064289093 (0.2290590029387247) | > loss_disc_real_3: 0.2951355576515198 (0.271344298408145) | > loss_disc_real_4: 0.2932247519493103 (0.2785131569419589) | > loss_disc_real_5: 0.2445785105228424 (0.25700610237462185) | > loss_0: 2.342146396636963 (2.476582583926973) | > loss_gen: 3.283027172088623 (2.7077840850466774) | > loss_kl: 2.048675775527954 (3.2833557696569535) | > loss_feat: 7.141585350036621 (6.61923733211699) | > loss_mel: 16.48335075378418 (17.15285773504348) | > loss_duration: 2.2004032135009766 (2.3725990567888533) | > loss_1: 31.157041549682617 (32.13583374023438)  --> STEP: 22 | > loss_disc: 2.349395275115967 (2.470801342617382) | > loss_disc_real_0: 0.17051997780799866 (0.18717341260476547) | > loss_disc_real_1: 0.2458731234073639 (0.252952095459808) | > loss_disc_real_2: 0.21819859743118286 (0.22856534814292734) | > loss_disc_real_3: 0.27402201294898987 (0.2714660127054561) | > loss_disc_real_4: 0.3178374767303467 (0.28030062602324923) | > loss_disc_real_5: 0.22428855299949646 (0.2555189410393889) | > loss_0: 2.349395275115967 (2.470801342617382) | > loss_gen: 2.9277291297912598 (2.717781587080522) | > loss_kl: 2.3792710304260254 (3.2422610087828203) | > loss_feat: 7.718578338623047 (6.669207377867266) | > loss_mel: 17.270736694335938 (17.158215869556773) | > loss_duration: 2.1970138549804688 (2.3646179112521084) | > loss_1: 32.49332809448242 (32.15208348360929)  --> STEP: 23 | > loss_disc: 2.6624350547790527 (2.47913324314615) | > loss_disc_real_0: 0.2909788489341736 (0.1916866924451745) | > loss_disc_real_1: 0.23422066867351532 (0.2521376855995344) | > loss_disc_real_2: 0.2820811867713928 (0.23089212373546933) | > loss_disc_real_3: 0.32069769501686096 (0.27360652063203894) | > loss_disc_real_4: 0.39565932750701904 (0.28531622173993487) | > loss_disc_real_5: 0.29129305481910706 (0.25707433729068097) | > loss_0: 2.6624350547790527 (2.47913324314615) | > loss_gen: 2.9786758422851562 (2.72912481556768) | > loss_kl: 2.8651254177093506 (3.22586380917093) | > loss_feat: 6.286780834197998 (6.652580136838167) | > loss_mel: 16.7408447265625 (17.14006929812224) | > loss_duration: 2.282588005065918 (2.3610513935918394) | > loss_1: 31.154014587402344 (32.1086891837742)  --> STEP: 24 | > loss_disc: 2.5641040802001953 (2.4826736946900687) | > loss_disc_real_0: 0.09661787748336792 (0.1877254918217659) | > loss_disc_real_1: 0.3358076512813568 (0.2556239341696103) | > loss_disc_real_2: 0.19832679629325867 (0.22953523509204388) | > loss_disc_real_3: 0.28084880113601685 (0.2739082823197047) | > loss_disc_real_4: 0.30418556928634644 (0.2861024445543687) | > loss_disc_real_5: 0.22433583438396454 (0.25571023300290113) | > loss_0: 2.5641040802001953 (2.4826736946900687) | > loss_gen: 2.5311381816864014 (2.7208753724892936) | > loss_kl: 2.686102867126465 (3.2033737699190774) | > loss_feat: 7.058262825012207 (6.669483582178752) | > loss_mel: 17.106447219848633 (17.138668378194172) | > loss_duration: 2.437959909439087 (2.3642559150854745) | > loss_1: 31.819910049438477 (32.096656719843544)  --> STEP: 25 | > loss_disc: 2.2574589252471924 (2.4736651039123534) | > loss_disc_real_0: 0.14078956842422485 (0.18584805488586426) | > loss_disc_real_1: 0.22865726053714752 (0.2545452672243118) | > loss_disc_real_2: 0.2091546654701233 (0.22872001230716704) | > loss_disc_real_3: 0.2554434835910797 (0.2731696903705597) | > loss_disc_real_4: 0.29124224185943604 (0.2863080364465713) | > loss_disc_real_5: 0.25635090470314026 (0.25573585987091074) | > loss_0: 2.2574589252471924 (2.4736651039123534) | > loss_gen: 2.8788681030273438 (2.7271950817108155) | > loss_kl: 3.381479024887085 (3.2104979801177977) | > loss_feat: 7.0939202308654785 (6.686461048126221) | > loss_mel: 15.692269325256348 (17.08081241607666) | > loss_duration: 2.4521560668945312 (2.367771921157837) | > loss_1: 31.49869155883789 (32.07273811340332)  --> STEP: 26 | > loss_disc: 2.454164505004883 (2.472915080877451) | > loss_disc_real_0: 0.10026982426643372 (0.18255658447742462) | > loss_disc_real_1: 0.20496246218681335 (0.25263823626133114) | > loss_disc_real_2: 0.1483643501996994 (0.2256294099184183) | > loss_disc_real_3: 0.17887575924396515 (0.26954300071184456) | > loss_disc_real_4: 0.23211921751499176 (0.28422385110304904) | > loss_disc_real_5: 0.11212757974863052 (0.2502124644815923) | > loss_0: 2.454164505004883 (2.472915080877451) | > loss_gen: 2.1391825675964355 (2.7045792157833395) | > loss_kl: 2.529754877090454 (3.1843155530782847) | > loss_feat: 13.235913276672363 (6.938363056916457) | > loss_mel: 19.9774169921875 (17.192220284388615) | > loss_duration: 2.3239502906799316 (2.3660864738317637) | > loss_1: 40.20621871948242 (32.38556429056021) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023880371680626506 (-0.00010483081524188679) | > avg_loss_disc: 2.472915080877451 (+0.09145554212423423) | > avg_loss_disc_real_0: 0.18255658447742462 (+0.027600660633582325) | > avg_loss_disc_real_1: 0.25263823626133114 (+0.08146165053431806) | > avg_loss_disc_real_2: 0.2256294099184183 (+0.008854698676329376) | > avg_loss_disc_real_3: 0.26954300071184456 (+0.038163072214676824) | > avg_loss_disc_real_4: 0.28422385110304904 (+0.059666173389324756) | > avg_loss_disc_real_5: 0.2502124644815923 (+0.01786393471635317) | > avg_loss_0: 2.472915080877451 (+0.09145554212423423) | > avg_loss_gen: 2.7045792157833395 (+0.2816288562921381) | > avg_loss_kl: 3.1843155530782847 (+0.06176715630751417) | > avg_loss_feat: 6.938363056916457 (-0.20977337543780994) | > avg_loss_mel: 17.192220284388615 (-0.354110424335186) | > avg_loss_duration: 2.3660864738317637 (-0.007884768339304404) | > avg_loss_1: 32.38556429056021 (-0.22837235377384957)  > EPOCH: 989/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:09:54)   --> TIME: 2024-06-12 11:09:57 -- STEP: 4/330 -- GLOBAL_STEP: 414375 | > loss_disc: 2.2102723121643066 (2.219828963279724) | > loss_disc_real_0: 0.093351811170578 (0.0874619334936142) | > loss_disc_real_1: 0.1575627475976944 (0.20066795870661736) | > loss_disc_real_2: 0.18736472725868225 (0.18067672103643417) | > loss_disc_real_3: 0.16069503128528595 (0.19831353053450584) | > loss_disc_real_4: 0.2274906039237976 (0.23625103011727333) | > loss_disc_real_5: 0.23267284035682678 (0.2202460654079914) | > loss_0: 2.2102723121643066 (2.219828963279724) | > grad_norm_0: tensor(7.4017, device='cuda:0') (tensor(6.7651, device='cuda:0')) | > loss_gen: 2.5629453659057617 (2.5173146724700928) | > loss_kl: 1.8844842910766602 (1.9993213415145874) | > loss_feat: 7.740763187408447 (7.100724220275879) | > loss_mel: 17.8385066986084 (17.56473207473755) | > loss_duration: 2.077875852584839 (2.129074513912201) | > loss_1: 32.104576110839844 (31.311167240142822) | > grad_norm_1: tensor(51.1538, device='cuda:0') (tensor(50.0970, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3755 (0.3977309465408325) | > loader_time: 0.0031 (0.003546595573425293)  --> TIME: 2024-06-12 11:10:06 -- STEP: 29/330 -- GLOBAL_STEP: 414400 | > loss_disc: 2.291718006134033 (2.3089739865270142) | > loss_disc_real_0: 0.10388462990522385 (0.09610954004115072) | > loss_disc_real_1: 0.18170522153377533 (0.19765955415265313) | > loss_disc_real_2: 0.17259109020233154 (0.20282983677140598) | > loss_disc_real_3: 0.23323020339012146 (0.2248576720213068) | > loss_disc_real_4: 0.21985547244548798 (0.22829461919850316) | > loss_disc_real_5: 0.21195366978645325 (0.22317307005668507) | > loss_0: 2.291718006134033 (2.3089739865270142) | > grad_norm_0: tensor(10.4620, device='cuda:0') (tensor(6.7845, device='cuda:0')) | > loss_gen: 2.5089306831359863 (2.4909249420823723) | > loss_kl: 1.732574462890625 (1.9095347338709339) | > loss_feat: 6.943218231201172 (6.9913812012508) | > loss_mel: 17.043302536010742 (17.151490967849206) | > loss_duration: 1.9757025241851807 (1.9965712654179537) | > loss_1: 30.20372772216797 (30.539903180352574) | > grad_norm_1: tensor(45.8289, device='cuda:0') (tensor(59.5522, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.366 (0.3618364827386264) | > loader_time: 0.0035 (0.003341082868904903)  --> TIME: 2024-06-12 11:10:15 -- STEP: 54/330 -- GLOBAL_STEP: 414425 | > loss_disc: 2.435558319091797 (2.331483425917448) | > loss_disc_real_0: 0.10371062159538269 (0.10011986546494345) | > loss_disc_real_1: 0.21074557304382324 (0.19554834840474306) | > loss_disc_real_2: 0.22112701833248138 (0.205751099244312) | > loss_disc_real_3: 0.2284763604402542 (0.22746289521455765) | > loss_disc_real_4: 0.24873338639736176 (0.2306668766670757) | > loss_disc_real_5: 0.291004478931427 (0.22536283207160454) | > loss_0: 2.435558319091797 (2.331483425917448) | > grad_norm_0: tensor(5.2873, device='cuda:0') (tensor(7.3942, device='cuda:0')) | > loss_gen: 2.434734582901001 (2.5009156730439934) | > loss_kl: 2.0279064178466797 (1.9510085251596239) | > loss_feat: 7.435642719268799 (7.0347110695309105) | > loss_mel: 17.563119888305664 (17.022518210940888) | > loss_duration: 1.9565987586975098 (1.9766832391421) | > loss_1: 31.418001174926758 (30.485836770799423) | > grad_norm_1: tensor(40.5448, device='cuda:0') (tensor(65.3446, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3785 (0.36280815248136167) | > loader_time: 0.0045 (0.0034600761201646593)  --> TIME: 2024-06-12 11:10:25 -- STEP: 79/330 -- GLOBAL_STEP: 414450 | > loss_disc: 2.3565235137939453 (2.3387635659567905) | > loss_disc_real_0: 0.1287795901298523 (0.10232760210203219) | > loss_disc_real_1: 0.14529070258140564 (0.19290596529652798) | > loss_disc_real_2: 0.2000233232975006 (0.206085717753519) | > loss_disc_real_3: 0.23497328162193298 (0.2286316363871852) | > loss_disc_real_4: 0.21436935663223267 (0.2320041797960861) | > loss_disc_real_5: 0.19315320253372192 (0.2251967219989511) | > loss_0: 2.3565235137939453 (2.3387635659567905) | > grad_norm_0: tensor(10.2311, device='cuda:0') (tensor(7.7064, device='cuda:0')) | > loss_gen: 2.5715696811676025 (2.493545764609229) | > loss_kl: 2.0663394927978516 (1.9823313076284867) | > loss_feat: 6.972339630126953 (7.015501565571073) | > loss_mel: 17.657989501953125 (17.06464857994755) | > loss_duration: 1.9472633600234985 (1.971382737159729) | > loss_1: 31.21550178527832 (30.527409927754462) | > grad_norm_1: tensor(65.9375, device='cuda:0') (tensor(69.9631, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3936 (0.3663763667963728) | > loader_time: 0.004 (0.003647915924651713)  --> TIME: 2024-06-12 11:10:34 -- STEP: 104/330 -- GLOBAL_STEP: 414475 | > loss_disc: 2.374532461166382 (2.3473336283977195) | > loss_disc_real_0: 0.15337508916854858 (0.10566061477248485) | > loss_disc_real_1: 0.18872560560703278 (0.1939664647842829) | > loss_disc_real_2: 0.184401273727417 (0.20704172623272127) | > loss_disc_real_3: 0.24048736691474915 (0.2292055060657171) | > loss_disc_real_4: 0.25168418884277344 (0.2331605198291632) | > loss_disc_real_5: 0.2507455348968506 (0.2258796634582373) | > loss_0: 2.374532461166382 (2.3473336283977195) | > grad_norm_0: tensor(10.7309, device='cuda:0') (tensor(7.6243, device='cuda:0')) | > loss_gen: 2.3740158081054688 (2.4892207544583553) | > loss_kl: 2.159071683883667 (2.0031323834107466) | > loss_feat: 6.654160499572754 (6.973650386700263) | > loss_mel: 16.397205352783203 (17.04202262254862) | > loss_duration: 2.0124611854553223 (1.9746473385737493) | > loss_1: 29.596914291381836 (30.482673443280735) | > grad_norm_1: tensor(90.9349, device='cuda:0') (tensor(67.3919, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3798 (0.3689941465854645) | > loader_time: 0.0037 (0.0037564474802750806)  --> TIME: 2024-06-12 11:10:44 -- STEP: 129/330 -- GLOBAL_STEP: 414500 | > loss_disc: 2.3535568714141846 (2.3580240168312705) | > loss_disc_real_0: 0.10813504457473755 (0.10740850842738336) | > loss_disc_real_1: 0.17569969594478607 (0.19472263118093328) | > loss_disc_real_2: 0.1966511309146881 (0.20824665940085121) | > loss_disc_real_3: 0.2314877212047577 (0.230029819547668) | > loss_disc_real_4: 0.24339483678340912 (0.23381205965844234) | > loss_disc_real_5: 0.22883275151252747 (0.22574619163376416) | > loss_0: 2.3535568714141846 (2.3580240168312705) | > grad_norm_0: tensor(5.9154, device='cuda:0') (tensor(7.8294, device='cuda:0')) | > loss_gen: 2.419466018676758 (2.4789047278175067) | > loss_kl: 2.0922911167144775 (2.0126115776771725) | > loss_feat: 6.2239766120910645 (6.942083750584329) | > loss_mel: 17.167442321777344 (17.060897198758383) | > loss_duration: 1.9782991409301758 (1.9787951301234636) | > loss_1: 29.88147735595703 (30.473292387733164) | > grad_norm_1: tensor(59.7413, device='cuda:0') (tensor(70.6123, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3802 (0.37085709460946015) | > loader_time: 0.0039 (0.0038582687230073204) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_414500.pth  --> TIME: 2024-06-12 11:10:59 -- STEP: 154/330 -- GLOBAL_STEP: 414525 | > loss_disc: 2.386667490005493 (2.3625380899999033) | > loss_disc_real_0: 0.1224573627114296 (0.10950049859556285) | > loss_disc_real_1: 0.2128317505121231 (0.1945954951179492) | > loss_disc_real_2: 0.23098745942115784 (0.20919617139673852) | > loss_disc_real_3: 0.20685626566410065 (0.22996305954920782) | > loss_disc_real_4: 0.22128111124038696 (0.23327556910452904) | > loss_disc_real_5: 0.21792183816432953 (0.2252633013315015) | > loss_0: 2.386667490005493 (2.3625380899999033) | > grad_norm_0: tensor(5.7648, device='cuda:0') (tensor(7.9758, device='cuda:0')) | > loss_gen: 2.3282878398895264 (2.47089572231491) | > loss_kl: 1.9365159273147583 (2.0198169373846673) | > loss_feat: 6.913003444671631 (6.92294091992564) | > loss_mel: 17.124616622924805 (17.057591915130615) | > loss_duration: 2.0053369998931885 (1.9834724726615014) | > loss_1: 30.30776023864746 (30.45471799528444) | > grad_norm_1: tensor(39.5286, device='cuda:0') (tensor(74.1700, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3766 (0.3719696828297207) | > loader_time: 0.0047 (0.003941362554376776)  --> TIME: 2024-06-12 11:11:08 -- STEP: 179/330 -- GLOBAL_STEP: 414550 | > loss_disc: 2.381037473678589 (2.366249709155972) | > loss_disc_real_0: 0.09036409854888916 (0.11031477827599595) | > loss_disc_real_1: 0.19203545153141022 (0.1944641686518099) | > loss_disc_real_2: 0.19593478739261627 (0.20959985955467436) | > loss_disc_real_3: 0.2477615922689438 (0.23020483070578654) | > loss_disc_real_4: 0.23281867802143097 (0.23342111148980743) | > loss_disc_real_5: 0.22347871959209442 (0.22569245108346034) | > loss_0: 2.381037473678589 (2.366249709155972) | > grad_norm_0: tensor(21.1045, device='cuda:0') (tensor(8.4111, device='cuda:0')) | > loss_gen: 2.5051980018615723 (2.467469535060436) | > loss_kl: 2.024505615234375 (2.020376682947468) | > loss_feat: 7.146493911743164 (6.929517237167785) | > loss_mel: 17.03518295288086 (17.043000690097912) | > loss_duration: 2.0561935901641846 (1.9912806223224662) | > loss_1: 30.767574310302734 (30.45164474828283) | > grad_norm_1: tensor(95.2420, device='cuda:0') (tensor(78.9094, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.3837 (0.3729235899514992) | > loader_time: 0.0043 (0.004030960232185918)  --> TIME: 2024-06-12 11:11:19 -- STEP: 204/330 -- GLOBAL_STEP: 414575 | > loss_disc: 2.334810256958008 (2.3704805794884183) | > loss_disc_real_0: 0.0953742265701294 (0.11233434701959293) | > loss_disc_real_1: 0.20420344173908234 (0.1952644022656422) | > loss_disc_real_2: 0.2672673165798187 (0.2099323356706722) | > loss_disc_real_3: 0.19837607443332672 (0.23024567545336835) | > loss_disc_real_4: 0.21687984466552734 (0.2331005083579643) | > loss_disc_real_5: 0.22975577414035797 (0.22557058864656618) | > loss_0: 2.334810256958008 (2.3704805794884183) | > grad_norm_0: tensor(6.5374, device='cuda:0') (tensor(8.8334, device='cuda:0')) | > loss_gen: 2.4516241550445557 (2.4628806955674114) | > loss_kl: 2.17648983001709 (2.0285076113308165) | > loss_feat: 6.9582109451293945 (6.932760339157254) | > loss_mel: 17.437440872192383 (17.038712674496225) | > loss_duration: 2.0067501068115234 (1.9998157001009174) | > loss_1: 31.030515670776367 (30.46267696455413) | > grad_norm_1: tensor(84.3116, device='cuda:0') (tensor(83.1092, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.4346 (0.3769412426387562) | > loader_time: 0.0055 (0.004152523536308139)  --> TIME: 2024-06-12 11:11:29 -- STEP: 229/330 -- GLOBAL_STEP: 414600 | > loss_disc: 2.22414493560791 (2.370931870031565) | > loss_disc_real_0: 0.07902239263057709 (0.11291116609453634) | > loss_disc_real_1: 0.17294025421142578 (0.19540847408459175) | > loss_disc_real_2: 0.17539116740226746 (0.21022100805195137) | > loss_disc_real_3: 0.2576293647289276 (0.23038130653737413) | > loss_disc_real_4: 0.25631412863731384 (0.23326862879975915) | > loss_disc_real_5: 0.19493262469768524 (0.2249719508350156) | > loss_0: 2.22414493560791 (2.370931870031565) | > grad_norm_0: tensor(22.7811, device='cuda:0') (tensor(10.2313, device='cuda:0')) | > loss_gen: 2.596278190612793 (2.4646378292266977) | > loss_kl: 2.1117641925811768 (2.034362449916688) | > loss_feat: 7.102514266967773 (6.931270695149117) | > loss_mel: 17.096467971801758 (17.01317528137474) | > loss_duration: 2.1054561138153076 (2.009296235038723) | > loss_1: 31.012479782104492 (30.452742447499105) | > grad_norm_1: tensor(369.6395, device='cuda:0') (tensor(105.9726, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.4216 (0.3802772494903298) | > loader_time: 0.005 (0.004250643034689294)  --> TIME: 2024-06-12 11:11:40 -- STEP: 254/330 -- GLOBAL_STEP: 414625 | > loss_disc: 2.468555450439453 (2.373357901422996) | > loss_disc_real_0: 0.18537373840808868 (0.11422078176511555) | > loss_disc_real_1: 0.1827618032693863 (0.19604939169536426) | > loss_disc_real_2: 0.20007440447807312 (0.21063033327108294) | > loss_disc_real_3: 0.20884838700294495 (0.23039282218912455) | > loss_disc_real_4: 0.24349352717399597 (0.23329171362355) | > loss_disc_real_5: 0.2597501277923584 (0.2244325679118239) | > loss_0: 2.468555450439453 (2.373357901422996) | > grad_norm_0: tensor(50.0478, device='cuda:0') (tensor(12.4586, device='cuda:0')) | > loss_gen: 2.486354351043701 (2.474164754386962) | > loss_kl: 2.1916658878326416 (2.040605895631894) | > loss_feat: 7.269198417663574 (6.941458673927728) | > loss_mel: 17.174911499023438 (16.988825433836215) | > loss_duration: 2.052765369415283 (2.01702257873505) | > loss_1: 31.174896240234375 (30.462077275974544) | > grad_norm_1: tensor(125.9938, device='cuda:0') (tensor(131.3821, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.4226 (0.3845192391102708) | > loader_time: 0.0053 (0.00437667989355373)  --> TIME: 2024-06-12 11:11:51 -- STEP: 279/330 -- GLOBAL_STEP: 414650 | > loss_disc: 2.463717460632324 (2.374211260922066) | > loss_disc_real_0: 0.12256262451410294 (0.11517882910573782) | > loss_disc_real_1: 0.21516640484333038 (0.1966638696984151) | > loss_disc_real_2: 0.19216841459274292 (0.21093325899066034) | > loss_disc_real_3: 0.24491888284683228 (0.23065015289091295) | > loss_disc_real_4: 0.22684408724308014 (0.2329744942299354) | > loss_disc_real_5: 0.20855151116847992 (0.22353289594146084) | > loss_0: 2.463717460632324 (2.374211260922066) | > grad_norm_0: tensor(11.2244, device='cuda:0') (tensor(14.1232, device='cuda:0')) | > loss_gen: 2.303001642227173 (2.4784671593737855) | > loss_kl: 2.108592987060547 (2.048009226826356) | > loss_feat: 7.116114139556885 (6.962493086373934) | > loss_mel: 16.430395126342773 (16.95943068774371) | > loss_duration: 2.1113767623901367 (2.02692199522449) | > loss_1: 30.069480895996094 (30.47532208076942) | > grad_norm_1: tensor(308.2411, device='cuda:0') (tensor(160.4499, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.4546 (0.3895559712550118) | > loader_time: 0.0067 (0.00451266039229636)  --> TIME: 2024-06-12 11:12:03 -- STEP: 304/330 -- GLOBAL_STEP: 414675 | > loss_disc: 2.4539709091186523 (2.37620245939807) | > loss_disc_real_0: 0.21171969175338745 (0.11633899516278975) | > loss_disc_real_1: 0.1964075118303299 (0.19685935616297154) | > loss_disc_real_2: 0.2001442015171051 (0.21099505960745246) | > loss_disc_real_3: 0.23834818601608276 (0.23076439173401972) | > loss_disc_real_4: 0.268428236246109 (0.23319221263457285) | > loss_disc_real_5: 0.24040353298187256 (0.223413663475137) | > loss_0: 2.4539709091186523 (2.37620245939807) | > grad_norm_0: tensor(32.9230, device='cuda:0') (tensor(15.6708, device='cuda:0')) | > loss_gen: 2.5675344467163086 (2.4781182949480254) | > loss_kl: 2.0626230239868164 (2.0512652840269223) | > loss_feat: 7.3868207931518555 (6.965138672213805) | > loss_mel: 15.963492393493652 (16.90196103485008) | > loss_duration: 2.174283027648926 (2.0383038332587766) | > loss_1: 30.154754638671875 (30.434787041262577) | > grad_norm_1: tensor(188.3885, device='cuda:0') (tensor(186.9085, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 0.4936 (0.3961650172346516) | > loader_time: 0.0069 (0.004696689938244069)  --> TIME: 2024-06-12 11:12:32 -- STEP: 329/330 -- GLOBAL_STEP: 414700 | > loss_disc: 2.378847360610962 (2.3801863867461144) | > loss_disc_real_0: 0.2203424870967865 (0.11833388510083717) | > loss_disc_real_1: 0.26627564430236816 (0.19760432336649272) | > loss_disc_real_2: 0.171833798289299 (0.21137675235336675) | > loss_disc_real_3: 0.24065609276294708 (0.2309180327371261) | > loss_disc_real_4: 0.19269174337387085 (0.23326584126086944) | > loss_disc_real_5: 0.18887504935264587 (0.22371117286044415) | > loss_0: 2.378847360610962 (2.3801863867461144) | > grad_norm_0: tensor(9.4226, device='cuda:0') (tensor(16.3832, device='cuda:0')) | > loss_gen: 2.4672865867614746 (2.4746278230904797) | > loss_kl: 2.2333524227142334 (2.0590124003430623) | > loss_feat: 12.376816749572754 (7.0535377818400375) | > loss_mel: 18.249231338500977 (16.86612061381703) | > loss_duration: 2.2930612564086914 (2.05333314478216) | > loss_1: 37.619747161865234 (30.506631700463572) | > grad_norm_1: tensor(300.8586, device='cuda:0') (tensor(202.4958, device='cuda:0')) | > current_lr_0: 0.0001767408683702382 | > current_lr_1: 0.0001767408683702382 | > step_time: 14.8058 (0.4529862215453727) | > loader_time: 0.0349 (0.0051637536486593815)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5504202842712402 (2.5504202842712402) | > loss_disc_real_0: 0.13478246331214905 (0.13478246331214905) | > loss_disc_real_1: 0.21120363473892212 (0.21120363473892212) | > loss_disc_real_2: 0.24151268601417542 (0.24151268601417542) | > loss_disc_real_3: 0.25334423780441284 (0.25334423780441284) | > loss_disc_real_4: 0.26049479842185974 (0.26049479842185974) | > loss_disc_real_5: 0.2649802267551422 (0.2649802267551422) | > loss_0: 2.5504202842712402 (2.5504202842712402) | > loss_gen: 2.181706190109253 (2.181706190109253) | > loss_kl: 2.5065174102783203 (2.5065174102783203) | > loss_feat: 4.914026737213135 (4.914026737213135) | > loss_mel: 14.507482528686523 (14.507482528686523) | > loss_duration: 2.973048210144043 (2.973048210144043) | > loss_1: 27.082778930664062 (27.082778930664062)  --> STEP: 1 | > loss_disc: 2.2614073753356934 (2.2614073753356934) | > loss_disc_real_0: 0.08279770612716675 (0.08279770612716675) | > loss_disc_real_1: 0.18429315090179443 (0.18429315090179443) | > loss_disc_real_2: 0.15772055089473724 (0.15772055089473724) | > loss_disc_real_3: 0.2087714523077011 (0.2087714523077011) | > loss_disc_real_4: 0.2126000076532364 (0.2126000076532364) | > loss_disc_real_5: 0.19922283291816711 (0.19922283291816711) | > loss_0: 2.2614073753356934 (2.2614073753356934) | > loss_gen: 2.1980268955230713 (2.1980268955230713) | > loss_kl: 3.798966884613037 (3.798966884613037) | > loss_feat: 5.87023401260376 (5.87023401260376) | > loss_mel: 14.972358703613281 (14.972358703613281) | > loss_duration: 2.660243511199951 (2.660243511199951) | > loss_1: 29.49983024597168 (29.49983024597168)  --> STEP: 2 | > loss_disc: 2.497579574584961 (2.379493474960327) | > loss_disc_real_0: 0.11273057758808136 (0.09776414185762405) | > loss_disc_real_1: 0.21826860308647156 (0.201280876994133) | > loss_disc_real_2: 0.2891128361225128 (0.22341669350862503) | > loss_disc_real_3: 0.2376631647348404 (0.22321730852127075) | > loss_disc_real_4: 0.2093663364648819 (0.21098317205905914) | > loss_disc_real_5: 0.22793103754520416 (0.21357693523168564) | > loss_0: 2.497579574584961 (2.379493474960327) | > loss_gen: 2.205927610397339 (2.201977252960205) | > loss_kl: 3.048224449157715 (3.423595666885376) | > loss_feat: 4.9864983558654785 (5.428366184234619) | > loss_mel: 17.528499603271484 (16.250429153442383) | > loss_duration: 2.443807363510132 (2.5520254373550415) | > loss_1: 30.21295738220215 (29.856393814086914)  --> STEP: 3 | > loss_disc: 2.3692097663879395 (2.3760655721028647) | > loss_disc_real_0: 0.11419791728258133 (0.10324206699927647) | > loss_disc_real_1: 0.18763883411884308 (0.19673352936903635) | > loss_disc_real_2: 0.21055951714515686 (0.21913096805413565) | > loss_disc_real_3: 0.23968078196048737 (0.22870513300100961) | > loss_disc_real_4: 0.24599847197532654 (0.22265493869781494) | > loss_disc_real_5: 0.15588892996311188 (0.19434760014216104) | > loss_0: 2.3692097663879395 (2.3760655721028647) | > loss_gen: 2.2364869117736816 (2.2134804725646973) | > loss_kl: 3.671949625015259 (3.506380319595337) | > loss_feat: 6.22805118560791 (5.69492785135905) | > loss_mel: 14.775552749633789 (15.758803685506185) | > loss_duration: 2.400914192199707 (2.501655022303263) | > loss_1: 29.31295394897461 (29.675247192382812)  --> STEP: 4 | > loss_disc: 2.635829210281372 (2.4410064816474915) | > loss_disc_real_0: 0.214691624045372 (0.13110445626080036) | > loss_disc_real_1: 0.3067440688610077 (0.2242361642420292) | > loss_disc_real_2: 0.23372392356395721 (0.22277920693159103) | > loss_disc_real_3: 0.2915743887424469 (0.24442244693636894) | > loss_disc_real_4: 0.280112087726593 (0.23701922595500946) | > loss_disc_real_5: 0.24611295759677887 (0.2072889395058155) | > loss_0: 2.635829210281372 (2.4410064816474915) | > loss_gen: 2.5474956035614014 (2.2969842553138733) | > loss_kl: 4.08699369430542 (3.6515336632728577) | > loss_feat: 5.925931453704834 (5.752678751945496) | > loss_mel: 17.539133071899414 (16.203886032104492) | > loss_duration: 2.4085488319396973 (2.478378474712372) | > loss_1: 32.50810241699219 (30.383460998535156)  --> STEP: 5 | > loss_disc: 2.3974320888519287 (2.432291603088379) | > loss_disc_real_0: 0.23169422149658203 (0.1512224093079567) | > loss_disc_real_1: 0.21218165755271912 (0.22182526290416718) | > loss_disc_real_2: 0.19244369864463806 (0.21671210527420043) | > loss_disc_real_3: 0.22115743160247803 (0.23976944386959076) | > loss_disc_real_4: 0.23225143551826477 (0.23606566786766053) | > loss_disc_real_5: 0.19893184304237366 (0.20561752021312713) | > loss_0: 2.3974320888519287 (2.432291603088379) | > loss_gen: 2.3566713333129883 (2.3089216709136964) | > loss_kl: 3.163666248321533 (3.553960180282593) | > loss_feat: 5.298827171325684 (5.661908435821533) | > loss_mel: 17.901103973388672 (16.543329620361327) | > loss_duration: 2.3812572956085205 (2.4589542388916015) | > loss_1: 31.101526260375977 (30.52707405090332)  --> STEP: 6 | > loss_disc: 2.5240042209625244 (2.4475770394007363) | > loss_disc_real_0: 0.17448146641254425 (0.15509891882538795) | > loss_disc_real_1: 0.23622404038906097 (0.22422505915164948) | > loss_disc_real_2: 0.23531894385814667 (0.21981324503819147) | > loss_disc_real_3: 0.24684591591358185 (0.2409488558769226) | > loss_disc_real_4: 0.2566598653793335 (0.23949803411960602) | > loss_disc_real_5: 0.25014635920524597 (0.21303899337848028) | > loss_0: 2.5240042209625244 (2.4475770394007363) | > loss_gen: 2.346698522567749 (2.3152178128560386) | > loss_kl: 2.8753483295440674 (3.4408582051595054) | > loss_feat: 5.667741775512695 (5.6628806591033936) | > loss_mel: 17.778532028198242 (16.74919668833415) | > loss_duration: 2.232614040374756 (2.4212308724721274) | > loss_1: 30.90093421936035 (30.589384078979492)  --> STEP: 7 | > loss_disc: 2.425405502319336 (2.4444096769605363) | > loss_disc_real_0: 0.19162850081920624 (0.16031743053879058) | > loss_disc_real_1: 0.17584984004497528 (0.21731431356498174) | > loss_disc_real_2: 0.2522646188735962 (0.22444915558610642) | > loss_disc_real_3: 0.2709563672542572 (0.24523564321654184) | > loss_disc_real_4: 0.25638747215270996 (0.241910810981478) | > loss_disc_real_5: 0.23495693504810333 (0.21617012790271214) | > loss_0: 2.425405502319336 (2.4444096769605363) | > loss_gen: 2.539865493774414 (2.347310338701521) | > loss_kl: 4.856663703918457 (3.643116133553641) | > loss_feat: 5.266500949859619 (5.6062549863542825) | > loss_mel: 17.36531639099121 (16.83721378871373) | > loss_duration: 2.6622374057769775 (2.455660377229963) | > loss_1: 32.69058609008789 (30.88955579485212)  --> STEP: 8 | > loss_disc: 2.23639178276062 (2.418407440185547) | > loss_disc_real_0: 0.20922747254371643 (0.1664311857894063) | > loss_disc_real_1: 0.16867780685424805 (0.21123475022614002) | > loss_disc_real_2: 0.208232581615448 (0.22242208383977413) | > loss_disc_real_3: 0.2390592396259308 (0.24446359276771545) | > loss_disc_real_4: 0.25236305594444275 (0.2432173416018486) | > loss_disc_real_5: 0.21453651785850525 (0.21596592664718628) | > loss_0: 2.23639178276062 (2.418407440185547) | > loss_gen: 2.6373937129974365 (2.38357076048851) | > loss_kl: 3.2312700748443604 (3.591635376214981) | > loss_feat: 6.9885029792785645 (5.779035985469818) | > loss_mel: 18.199735641479492 (17.00752902030945) | > loss_duration: 2.2743735313415527 (2.4329995214939117) | > loss_1: 33.331275939941406 (31.19477081298828)  --> STEP: 9 | > loss_disc: 2.520618200302124 (2.429764191309611) | > loss_disc_real_0: 0.22795110940933228 (0.17326673285828698) | > loss_disc_real_1: 0.21313133835792542 (0.21144548224078286) | > loss_disc_real_2: 0.22548773884773254 (0.22276271217399174) | > loss_disc_real_3: 0.28536489605903625 (0.24900818202230665) | > loss_disc_real_4: 0.22302280366420746 (0.24097350405322182) | > loss_disc_real_5: 0.24109897017478943 (0.2187584870391422) | > loss_0: 2.520618200302124 (2.429764191309611) | > loss_gen: 2.470533609390259 (2.393233299255371) | > loss_kl: 2.543424129486084 (3.4751674599117703) | > loss_feat: 8.973783493041992 (6.134007930755615) | > loss_mel: 17.607011795043945 (17.07413821750217) | > loss_duration: 2.1953177452087402 (2.4065904352400036) | > loss_1: 33.790069580078125 (31.483137342664932)  --> STEP: 10 | > loss_disc: 2.536952018737793 (2.440482974052429) | > loss_disc_real_0: 0.21938323974609375 (0.17787838354706764) | > loss_disc_real_1: 0.2810935080051422 (0.21841028481721877) | > loss_disc_real_2: 0.22635520994663239 (0.2231219619512558) | > loss_disc_real_3: 0.24768367409706116 (0.2488757312297821) | > loss_disc_real_4: 0.2882664203643799 (0.24570279568433762) | > loss_disc_real_5: 0.27160680294036865 (0.22404331862926483) | > loss_0: 2.536952018737793 (2.440482974052429) | > loss_gen: 2.512331247329712 (2.4051430940628054) | > loss_kl: 3.45871639251709 (3.473522353172302) | > loss_feat: 5.579955577850342 (6.078602695465088) | > loss_mel: 17.571107864379883 (17.123835182189943) | > loss_duration: 2.382474422454834 (2.404178833961487) | > loss_1: 31.50458526611328 (31.485282135009765)  --> STEP: 11 | > loss_disc: 2.4441609382629395 (2.4408173344352027) | > loss_disc_real_0: 0.14027811586856842 (0.1744601773944768) | > loss_disc_real_1: 0.24135111272335052 (0.22049581462686713) | > loss_disc_real_2: 0.2839199900627136 (0.22864905541593378) | > loss_disc_real_3: 0.24707433581352234 (0.24871196801012213) | > loss_disc_real_4: 0.24796998500823975 (0.24590890380469235) | > loss_disc_real_5: 0.19206413626670837 (0.2211361202326688) | > loss_0: 2.4441609382629395 (2.4408173344352027) | > loss_gen: 2.3604156970977783 (2.4010769670659844) | > loss_kl: 3.933631658554077 (3.5153504718433726) | > loss_feat: 6.295279026031494 (6.0983005436983975) | > loss_mel: 15.770931243896484 (17.000843915072355) | > loss_duration: 2.5379014015197754 (2.4163354310122402) | > loss_1: 30.89815902709961 (31.431907307017934)  --> STEP: 12 | > loss_disc: 2.0738718509674072 (2.4102385441462197) | > loss_disc_real_0: 0.083473339676857 (0.16687794091800848) | > loss_disc_real_1: 0.15041106939315796 (0.2146554191907247) | > loss_disc_real_2: 0.20652936398983002 (0.2268057477970918) | > loss_disc_real_3: 0.19777759909629822 (0.24446743726730347) | > loss_disc_real_4: 0.19500580430030823 (0.24166697884599367) | > loss_disc_real_5: 0.15502209961414337 (0.21562661851445833) | > loss_0: 2.0738718509674072 (2.4102385441462197) | > loss_gen: 2.548335313796997 (2.4133484959602356) | > loss_kl: 3.5339574813842773 (3.5169010559717813) | > loss_feat: 6.715250015258789 (6.149712999661763) | > loss_mel: 17.744962692260742 (17.062853813171387) | > loss_duration: 2.3141894340515137 (2.4078232645988464) | > loss_1: 32.85669708251953 (31.550639788309734)  --> STEP: 13 | > loss_disc: 2.6557226181030273 (2.4291219344505897) | > loss_disc_real_0: 0.2289769947528839 (0.1716547912129989) | > loss_disc_real_1: 0.20925062894821167 (0.21423966609514677) | > loss_disc_real_2: 0.1772385835647583 (0.22299288900998923) | > loss_disc_real_3: 0.2192695289850235 (0.242529136630205) | > loss_disc_real_4: 0.19624260067939758 (0.23817279591010168) | > loss_disc_real_5: 0.2316972017288208 (0.21686281722325546) | > loss_0: 2.6557226181030273 (2.4291219344505897) | > loss_gen: 1.9620654582977295 (2.378634416140043) | > loss_kl: 3.4342238903045654 (3.5105412739973803) | > loss_feat: 5.512686729431152 (6.100710978874793) | > loss_mel: 13.488110542297363 (16.787873561565693) | > loss_duration: 2.351977825164795 (2.403527461565458) | > loss_1: 26.74906349182129 (31.18128776550293)  --> STEP: 14 | > loss_disc: 2.2727739810943604 (2.417954223496573) | > loss_disc_real_0: 0.12294614315032959 (0.16817560206566537) | > loss_disc_real_1: 0.19869422912597656 (0.21312927774020604) | > loss_disc_real_2: 0.22020810842514038 (0.22279397611107146) | > loss_disc_real_3: 0.20994898676872253 (0.24020198306867055) | > loss_disc_real_4: 0.25672194361686707 (0.2394977350320135) | > loss_disc_real_5: 0.20663288235664368 (0.21613210758992604) | > loss_0: 2.2727739810943604 (2.417954223496573) | > loss_gen: 2.4522664546966553 (2.383893847465515) | > loss_kl: 3.488818407058716 (3.5089896406446184) | > loss_feat: 7.825008392333984 (6.223875079836164) | > loss_mel: 18.637619018554688 (16.919998237064906) | > loss_duration: 2.4203343391418457 (2.404727952820914) | > loss_1: 34.82404708862305 (31.44148486001151)  --> STEP: 15 | > loss_disc: 2.5069384574890137 (2.423886505762736) | > loss_disc_real_0: 0.31844115257263184 (0.1781933054327965) | > loss_disc_real_1: 0.19684669375419617 (0.2120437721411387) | > loss_disc_real_2: 0.2272445559501648 (0.22309068143367766) | > loss_disc_real_3: 0.19640016555786133 (0.23728186190128325) | > loss_disc_real_4: 0.19208115339279175 (0.2363366295893987) | > loss_disc_real_5: 0.1752251237630844 (0.21340497533480327) | > loss_0: 2.5069384574890137 (2.423886505762736) | > loss_gen: 2.3628971576690674 (2.382494068145752) | > loss_kl: 3.5038115978240967 (3.508644437789917) | > loss_feat: 7.760651111602783 (6.326326815287272) | > loss_mel: 15.892434120178223 (16.851493962605794) | > loss_duration: 2.4335079193115234 (2.4066466172536214) | > loss_1: 31.95330238342285 (31.475606028238932)  --> STEP: 16 | > loss_disc: 2.4911916255950928 (2.4280930757522583) | > loss_disc_real_0: 0.18651242554187775 (0.17871325043961406) | > loss_disc_real_1: 0.1905134618282318 (0.21069812774658203) | > loss_disc_real_2: 0.27079686522483826 (0.2260723179206252) | > loss_disc_real_3: 0.27282077074050903 (0.23950304370373487) | > loss_disc_real_4: 0.25846612453460693 (0.23771972302347422) | > loss_disc_real_5: 0.17780306935310364 (0.21117985621094704) | > loss_0: 2.4911916255950928 (2.4280930757522583) | > loss_gen: 2.3945395946502686 (2.3832469135522842) | > loss_kl: 2.9105372428894043 (3.471262738108635) | > loss_feat: 6.195287227630615 (6.318136841058731) | > loss_mel: 15.49974536895752 (16.767009675502777) | > loss_duration: 2.4057838916778564 (2.406592696905136) | > loss_1: 29.405893325805664 (31.346248984336853)  --> STEP: 17 | > loss_disc: 2.6078743934631348 (2.4386684473823097) | > loss_disc_real_0: 0.16864675283432007 (0.17812110352165558) | > loss_disc_real_1: 0.2634095251560211 (0.2137987981824314) | > loss_disc_real_2: 0.2479817420244217 (0.22736110757378972) | > loss_disc_real_3: 0.2715688645839691 (0.24138926846139572) | > loss_disc_real_4: 0.2589428722858429 (0.23896814356831944) | > loss_disc_real_5: 0.2610357999801636 (0.21411255878560684) | > loss_0: 2.6078743934631348 (2.4386684473823097) | > loss_gen: 2.319593667984009 (2.3795026049894443) | > loss_kl: 2.4383163452148438 (3.4105011855854706) | > loss_feat: 6.018769264221191 (6.300526983597699) | > loss_mel: 15.101698875427246 (16.669050216674805) | > loss_duration: 2.5151519775390625 (2.412978536942426) | > loss_1: 28.393529891967773 (31.1725596259622)  --> STEP: 18 | > loss_disc: 2.4070143699645996 (2.43690988752577) | > loss_disc_real_0: 0.10705161094665527 (0.1741727983786) | > loss_disc_real_1: 0.321731835603714 (0.2197950780391693) | > loss_disc_real_2: 0.2544642984867096 (0.22886684040228525) | > loss_disc_real_3: 0.18656699359416962 (0.2383435865243276) | > loss_disc_real_4: 0.2338266670703888 (0.23868250598510107) | > loss_disc_real_5: 0.1676405817270279 (0.21153078228235245) | > loss_0: 2.4070143699645996 (2.43690988752577) | > loss_gen: 2.4972803592681885 (2.386045813560486) | > loss_kl: 3.2198238372802734 (3.3999079995685153) | > loss_feat: 9.749975204467773 (6.492162995868259) | > loss_mel: 17.290136337280273 (16.703555001152885) | > loss_duration: 2.2821531295776367 (2.405710458755493) | > loss_1: 35.039371490478516 (31.38738250732422)  --> STEP: 19 | > loss_disc: 2.650400161743164 (2.4481462177477384) | > loss_disc_real_0: 0.2575337290763855 (0.17856021578374662) | > loss_disc_real_1: 0.2340841144323349 (0.22054713258617803) | > loss_disc_real_2: 0.2349984496831894 (0.22918955668022759) | > loss_disc_real_3: 0.27966541051864624 (0.24051841936613383) | > loss_disc_real_4: 0.2874095141887665 (0.24124708536424136) | > loss_disc_real_5: 0.2983666658401489 (0.2161010919432891) | > loss_0: 2.650400161743164 (2.4481462177477384) | > loss_gen: 2.451070785522461 (2.389468180505853) | > loss_kl: 2.3403804302215576 (3.3441433906555176) | > loss_feat: 5.73599910736084 (6.4523648964731315) | > loss_mel: 15.942874908447266 (16.663519206799958) | > loss_duration: 2.3523597717285156 (2.4029025278593363) | > loss_1: 28.82268524169922 (31.252398440712376)  --> STEP: 20 | > loss_disc: 2.6649527549743652 (2.4589865446090697) | > loss_disc_real_0: 0.2918130159378052 (0.18422285579144954) | > loss_disc_real_1: 0.2131301760673523 (0.22017628476023673) | > loss_disc_real_2: 0.21068237721920013 (0.2282641977071762) | > loss_disc_real_3: 0.2027827799320221 (0.23863163739442825) | > loss_disc_real_4: 0.2506580352783203 (0.2417176328599453) | > loss_disc_real_5: 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(3.281919082005819) | > loss_feat: 6.022243976593018 (6.4132670902070545) | > loss_mel: 16.75788688659668 (16.542298316955566) | > loss_duration: 2.2434654235839844 (2.3928429739815846) | > loss_1: 30.221567153930664 (31.003254754202707)  --> STEP: 22 | > loss_disc: 2.5850393772125244 (2.466184529391202) | > loss_disc_real_0: 0.18152716755867004 (0.1825489303605123) | > loss_disc_real_1: 0.223527729511261 (0.21817658367482098) | > loss_disc_real_2: 0.27815383672714233 (0.23125194893641907) | > loss_disc_real_3: 0.20853054523468018 (0.23739450424909592) | > loss_disc_real_4: 0.29538026452064514 (0.24625133723020554) | > loss_disc_real_5: 0.25209879875183105 (0.2190872241150249) | > loss_0: 2.5850393772125244 (2.466184529391202) | > loss_gen: 2.464764356613159 (2.377101497216658) | > loss_kl: 2.703460931777954 (3.255625529722734) | > loss_feat: 5.862678527832031 (6.388240337371826) | > loss_mel: 17.470121383666992 (16.584472092715178) | > loss_duration: 2.198227882385254 (2.3839968334544785) | > loss_1: 30.69925308227539 (30.989436496387828)  --> STEP: 23 | > loss_disc: 2.286834478378296 (2.458386701086293) | > loss_disc_real_0: 0.12296505272388458 (0.17995832698500674) | > loss_disc_real_1: 0.15163391828536987 (0.21528342431006225) | > loss_disc_real_2: 0.13820946216583252 (0.22720662342465442) | > loss_disc_real_3: 0.22316230833530426 (0.23677571312240933) | > loss_disc_real_4: 0.17832086980342865 (0.24329783864643262) | > loss_disc_real_5: 0.18695105612277985 (0.2176899994197099) | > loss_0: 2.286834478378296 (2.458386701086293) | > loss_gen: 2.0254602432250977 (2.361812747043112) | > loss_kl: 2.9743993282318115 (3.2433983035709546) | > loss_feat: 7.062428951263428 (6.4175528858018955) | > loss_mel: 17.4715576171875 (16.6230410285618) | > loss_duration: 2.332775592803955 (2.381769822991412) | > loss_1: 31.866619110107422 (31.027574870897375)  --> STEP: 24 | > loss_disc: 2.506455659866333 (2.460389574368795) | > loss_disc_real_0: 0.2586004137992859 (0.18323508060226837) | > loss_disc_real_1: 0.1838388890028 (0.21397323533892632) | > loss_disc_real_2: 0.24825456738471985 (0.22808362108965716) | > loss_disc_real_3: 0.269929975271225 (0.2381571407119433) | > loss_disc_real_4: 0.2588662803173065 (0.24394652371605238) | > loss_disc_real_5: 0.198172926902771 (0.21687678806483746) | > loss_0: 2.506455659866333 (2.460389574368795) | > loss_gen: 2.4271483421325684 (2.3645350635051723) | > loss_kl: 2.3321259021759033 (3.2054286201794944) | > loss_feat: 6.058394908905029 (6.402587970097859) | > loss_mel: 16.083833694458008 (16.600574056307476) | > loss_duration: 2.37672758102417 (2.3815597295761104) | > loss_1: 29.278230667114258 (30.95468552907308)  --> STEP: 25 | > loss_disc: 2.487799644470215 (2.4614859771728517) | > loss_disc_real_0: 0.16777564585208893 (0.1826167032122612) | > loss_disc_real_1: 0.21933728456497192 (0.21418779730796814) | > loss_disc_real_2: 0.28963255882263184 (0.23054557859897615) | > loss_disc_real_3: 0.24727344512939453 (0.23852179288864137) | > loss_disc_real_4: 0.22067052125930786 (0.24301548361778258) | > loss_disc_real_5: 0.20222342014312744 (0.21629065334796904) | > loss_0: 2.487799644470215 (2.4614859771728517) | > loss_gen: 2.3162004947662354 (2.3626016807556147) | > loss_kl: 2.840824842453003 (3.1908444690704347) | > loss_feat: 5.856532096862793 (6.380745735168457) | > loss_mel: 14.8010835647583 (16.52859443664551) | > loss_duration: 2.4279918670654297 (2.383417015075683) | > loss_1: 28.242631912231445 (30.846203384399413)  --> STEP: 26 | > loss_disc: 2.4689717292785645 (2.4617738907153788) | > loss_disc_real_0: 0.13889938592910767 (0.1809352679321399) | > loss_disc_real_1: 0.19836799800395966 (0.2135793434885832) | > loss_disc_real_2: 0.20385204255580902 (0.2295189041357774) | > loss_disc_real_3: 0.15860040485858917 (0.23544789334902397) | > loss_disc_real_4: 0.13705524802207947 (0.23894008994102478) | > loss_disc_real_5: 0.09496981650590897 (0.21162446731558213) | > loss_0: 2.4689717292785645 (2.4617738907153788) | > loss_gen: 2.1870265007019043 (2.3558487892150874) | > loss_kl: 2.464500665664673 (3.1629081689394436) | > loss_feat: 11.94977855682373 (6.5949393052321215) | > loss_mel: 20.756309509277344 (16.691198862515964) | > loss_duration: 2.2823214530944824 (2.3795287242302523) | > loss_1: 39.63993835449219 (31.184423960172214) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024895392931424654 (+0.00010150212507981484) | > avg_loss_disc: 2.4617738907153788 (-0.011141190162072157) | > avg_loss_disc_real_0: 0.1809352679321399 (-0.0016213165452847178) | > avg_loss_disc_real_1: 0.2135793434885832 (-0.03905889277274793) | > avg_loss_disc_real_2: 0.2295189041357774 (+0.003889494217359124) | > avg_loss_disc_real_3: 0.23544789334902397 (-0.03409510736282059) | > avg_loss_disc_real_4: 0.23894008994102478 (-0.04528376116202426) | > avg_loss_disc_real_5: 0.21162446731558213 (-0.03858799716601016) | > avg_loss_0: 2.4617738907153788 (-0.011141190162072157) | > avg_loss_gen: 2.3558487892150874 (-0.34873042656825204) | > avg_loss_kl: 3.1629081689394436 (-0.021407384138841135) | > avg_loss_feat: 6.5949393052321215 (-0.3434237516843357) | > avg_loss_mel: 16.691198862515964 (-0.5010214218726503) | > avg_loss_duration: 2.3795287242302523 (+0.013442250398488564) | > avg_loss_1: 31.184423960172214 (-1.2011403303879966)  > EPOCH: 990/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:12:38)   --> TIME: 2024-06-12 11:12:49 -- STEP: 24/330 -- GLOBAL_STEP: 414725 | > loss_disc: 2.484536647796631 (2.3226531644662214) | > loss_disc_real_0: 0.14340631663799286 (0.10185647973169883) | > loss_disc_real_1: 0.16996271908283234 (0.1936233484496673) | > loss_disc_real_2: 0.2525630295276642 (0.21133928621808687) | > loss_disc_real_3: 0.24939434230327606 (0.2280650188525518) | > loss_disc_real_4: 0.2708968222141266 (0.22944881580770016) | > loss_disc_real_5: 0.2616371512413025 (0.2221556572864453) | > loss_0: 2.484536647796631 (2.3226531644662214) | > grad_norm_0: tensor(6.6952, device='cuda:0') (tensor(6.9724, device='cuda:0')) | > loss_gen: 2.4305760860443115 (2.511376897493998) | > loss_kl: 1.8483781814575195 (1.8926307161649067) | > loss_feat: 5.913871765136719 (7.003485381603241) | > loss_mel: 16.861865997314453 (17.29068930943807) | > loss_duration: 1.9272217750549316 (2.010326241453489) | > loss_1: 28.98191261291504 (30.708508332570393) | > grad_norm_1: tensor(92.6638, device='cuda:0') (tensor(63.6877, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3522 (0.3651857376098633) | > loader_time: 0.0032 (0.0032853285471598306)  --> TIME: 2024-06-12 11:12:58 -- STEP: 49/330 -- GLOBAL_STEP: 414750 | > loss_disc: 2.358933687210083 (2.3438220997245938) | > loss_disc_real_0: 0.10516315698623657 (0.10429524919208215) | > loss_disc_real_1: 0.19946646690368652 (0.1956298284384669) | > loss_disc_real_2: 0.19488118588924408 (0.20891125226507382) | > loss_disc_real_3: 0.23212240636348724 (0.22697824756709897) | > loss_disc_real_4: 0.2867966294288635 (0.23066933301030373) | > loss_disc_real_5: 0.23991768062114716 (0.21926043228227265) | > loss_0: 2.358933687210083 (2.3438220997245938) | > grad_norm_0: tensor(10.6025, device='cuda:0') (tensor(8.5221, device='cuda:0')) | > loss_gen: 2.6358277797698975 (2.5040867036702683) | > loss_kl: 2.0454368591308594 (1.9367747501451142) | > loss_feat: 6.703035831451416 (6.971571396808235) | > loss_mel: 16.863754272460938 (17.20101146308743) | > loss_duration: 1.9198212623596191 (1.980266631865988) | > loss_1: 30.167875289916992 (30.59371091881577) | > grad_norm_1: tensor(173.8209, device='cuda:0') (tensor(85.5410, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3807 (0.3673092053861035) | > loader_time: 0.0036 (0.003388312398170938)  --> TIME: 2024-06-12 11:13:07 -- STEP: 74/330 -- GLOBAL_STEP: 414775 | > loss_disc: 2.263978958129883 (2.354709589803541) | > loss_disc_real_0: 0.09167717397212982 (0.10581835872820906) | > loss_disc_real_1: 0.1932547390460968 (0.19617147763838635) | > loss_disc_real_2: 0.2062225341796875 (0.20914514765546127) | > loss_disc_real_3: 0.21577098965644836 (0.2291222132138304) | > loss_disc_real_4: 0.2151186317205429 (0.23368317070039543) | > loss_disc_real_5: 0.19570425152778625 (0.22261408273432706) | > loss_0: 2.263978958129883 (2.354709589803541) | > grad_norm_0: tensor(11.0399, device='cuda:0') (tensor(9.1484, device='cuda:0')) | > loss_gen: 2.4607701301574707 (2.4933743573523857) | > loss_kl: 2.2057368755340576 (1.9636179820911304) | > loss_feat: 7.405706882476807 (6.966657690099768) | > loss_mel: 17.382564544677734 (17.168195750262285) | > loss_duration: 1.9154222011566162 (1.9709334164052397) | > loss_1: 31.37019920349121 (30.562779065724964) | > grad_norm_1: tensor(122.2756, device='cuda:0') (tensor(94.1883, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3598 (0.36879080695074967) | > loader_time: 0.0038 (0.0035561097634805214)  --> TIME: 2024-06-12 11:13:17 -- STEP: 99/330 -- GLOBAL_STEP: 414800 | > loss_disc: 2.4064393043518066 (2.359162983268199) | > loss_disc_real_0: 0.1297156810760498 (0.1068003194952252) | > loss_disc_real_1: 0.1775214821100235 (0.19684494505024916) | > loss_disc_real_2: 0.18440395593643188 (0.21004101272785303) | > loss_disc_real_3: 0.2269585132598877 (0.22971366646915975) | > loss_disc_real_4: 0.28917619585990906 (0.23357063787754137) | > loss_disc_real_5: 0.2580522894859314 (0.22309555188573973) | > loss_0: 2.4064393043518066 (2.359162983268199) | > grad_norm_0: tensor(7.9772, device='cuda:0') (tensor(8.9504, device='cuda:0')) | > loss_gen: 2.5012929439544678 (2.4853672788600725) | > loss_kl: 2.028642416000366 (1.981237121302672) | > loss_feat: 6.712509632110596 (6.941786356646605) | > loss_mel: 17.245683670043945 (17.119623839253126) | > loss_duration: 1.9826598167419434 (1.972630774131929) | > loss_1: 30.470788955688477 (30.50064522329003) | > grad_norm_1: tensor(67.6201, device='cuda:0') (tensor(90.2478, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.36 (0.37238047821353193) | > loader_time: 0.0039 (0.0036545666781338778)  --> TIME: 2024-06-12 11:13:27 -- STEP: 124/330 -- GLOBAL_STEP: 414825 | > loss_disc: 2.3580079078674316 (2.3540263868147333) | > loss_disc_real_0: 0.10060881078243256 (0.10775195242416474) | > loss_disc_real_1: 0.2082432061433792 (0.19630031383806656) | > loss_disc_real_2: 0.23291310667991638 (0.20965200001674314) | > loss_disc_real_3: 0.21260955929756165 (0.22831579081473813) | > loss_disc_real_4: 0.20351646840572357 (0.2321562487031183) | > loss_disc_real_5: 0.19636648893356323 (0.22220183800785773) | > loss_0: 2.3580079078674316 (2.3540263868147333) | > grad_norm_0: tensor(5.8246, device='cuda:0') (tensor(8.8523, device='cuda:0')) | > loss_gen: 2.3314156532287598 (2.483078841240175) | > loss_kl: 2.0804789066314697 (1.9961446744780387) | > loss_feat: 7.0969696044921875 (6.954830073541211) | > loss_mel: 17.25009536743164 (17.096244581284072) | > loss_duration: 2.0038952827453613 (1.9780244808043204) | > loss_1: 30.762853622436523 (30.508322515795307) | > grad_norm_1: tensor(88.4053, device='cuda:0') (tensor(90.8907, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3662 (0.3740356449157962) | > loader_time: 0.0049 (0.0037930627023020098)  --> TIME: 2024-06-12 11:13:37 -- STEP: 149/330 -- GLOBAL_STEP: 414850 | > loss_disc: 2.344996452331543 (2.3619946377389383) | > loss_disc_real_0: 0.07656466215848923 (0.10885715879649924) | > loss_disc_real_1: 0.20351719856262207 (0.1962495860237403) | > loss_disc_real_2: 0.22004510462284088 (0.21127019732590488) | > loss_disc_real_3: 0.21573734283447266 (0.22951034051459906) | > loss_disc_real_4: 0.21659347414970398 (0.23234757511007706) | > loss_disc_real_5: 0.19161595404148102 (0.22360033136886237) | > loss_0: 2.344996452331543 (2.3619946377389383) | > grad_norm_0: tensor(11.8653, device='cuda:0') (tensor(8.9446, device='cuda:0')) | > loss_gen: 2.378599166870117 (2.4762539879587666) | > loss_kl: 2.029066324234009 (2.007413144879693) | > loss_feat: 6.657256126403809 (6.9386693839258795) | > loss_mel: 16.646869659423828 (17.07907549326853) | > loss_duration: 2.0189778804779053 (1.9833556445653007) | > loss_1: 29.73076820373535 (30.484767529788435) | > grad_norm_1: tensor(136.8177, device='cuda:0') (tensor(94.6050, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3789 (0.375493694471833) | > loader_time: 0.0043 (0.00390527712418729)  --> TIME: 2024-06-12 11:13:47 -- STEP: 174/330 -- GLOBAL_STEP: 414875 | > loss_disc: 2.4256691932678223 (2.3643371058606557) | > loss_disc_real_0: 0.13370785117149353 (0.11085011818628202) | > loss_disc_real_1: 0.18113836646080017 (0.19587643350335374) | > loss_disc_real_2: 0.19411180913448334 (0.21124088301740843) | > loss_disc_real_3: 0.2345355749130249 (0.22896099064884515) | > loss_disc_real_4: 0.23842273652553558 (0.23244169911091356) | > loss_disc_real_5: 0.2028345912694931 (0.223268977355683) | > loss_0: 2.4256691932678223 (2.3643371058606557) | > grad_norm_0: tensor(10.1624, device='cuda:0') (tensor(9.5400, device='cuda:0')) | > loss_gen: 2.4509365558624268 (2.4749655764678424) | > loss_kl: 2.107187509536743 (2.0152743047681354) | > loss_feat: 6.9328813552856445 (6.9465253216096725) | > loss_mel: 17.678224563598633 (17.07485718014597) | > loss_duration: 2.0873351097106934 (1.9893731598196358) | > loss_1: 31.25656509399414 (30.500995504445044) | > grad_norm_1: tensor(151.3927, device='cuda:0') (tensor(105.3814, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3938 (0.3772645544731755) | > loader_time: 0.0047 (0.004014176883916745)  --> TIME: 2024-06-12 11:13:57 -- STEP: 199/330 -- GLOBAL_STEP: 414900 | > loss_disc: 2.3995885848999023 (2.367058071059797) | > loss_disc_real_0: 0.15242058038711548 (0.1129723196502906) | > loss_disc_real_1: 0.16191397607326508 (0.19623695883020084) | > loss_disc_real_2: 0.21906334161758423 (0.21092064521420542) | > loss_disc_real_3: 0.2234664261341095 (0.2288629004553934) | > loss_disc_real_4: 0.20891694724559784 (0.23289607525171346) | > loss_disc_real_5: 0.1890455037355423 (0.22367026488385608) | > loss_0: 2.3995885848999023 (2.367058071059797) | > grad_norm_0: tensor(14.5068, device='cuda:0') (tensor(10.2643, device='cuda:0')) | > loss_gen: 2.295168399810791 (2.4706017923115495) | > loss_kl: 2.088569402694702 (2.021238534893822) | > loss_feat: 6.311424255371094 (6.913332213109462) | > loss_mel: 16.89591407775879 (17.02782499610479) | > loss_duration: 2.1285548210144043 (1.998176806536152) | > loss_1: 29.71963119506836 (30.431174321390277) | > grad_norm_1: tensor(179.7666, device='cuda:0') (tensor(120.1699, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.3905 (0.37966947100270343) | > loader_time: 0.0053 (0.004118819931643691)  --> TIME: 2024-06-12 11:14:07 -- STEP: 224/330 -- GLOBAL_STEP: 414925 | > loss_disc: 2.3600549697875977 (2.3694025906068936) | > loss_disc_real_0: 0.11136037856340408 (0.11327021801844239) | > loss_disc_real_1: 0.22463084757328033 (0.19656842687566364) | > loss_disc_real_2: 0.16510207951068878 (0.21171656576916575) | > loss_disc_real_3: 0.22014017403125763 (0.22942898289433547) | > loss_disc_real_4: 0.2111988663673401 (0.2327087465673685) | > loss_disc_real_5: 0.2164178192615509 (0.2230605279494609) | > loss_0: 2.3600549697875977 (2.3694025906068936) | > grad_norm_0: tensor(25.6796, device='cuda:0') (tensor(11.7829, device='cuda:0')) | > loss_gen: 2.345221996307373 (2.470473691821099) | > loss_kl: 1.9749443531036377 (2.0267729131238807) | > loss_feat: 6.868837356567383 (6.909618096692221) | > loss_mel: 17.015745162963867 (16.978184061390998) | > loss_duration: 2.1146581172943115 (2.006148931171213) | > loss_1: 30.319408416748047 (30.391197681427002) | > grad_norm_1: tensor(485.0328, device='cuda:0') (tensor(146.9167, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.4089 (0.3823497891426087) | > loader_time: 0.0058 (0.004236649189676557)  --> TIME: 2024-06-12 11:14:18 -- STEP: 249/330 -- GLOBAL_STEP: 414950 | > loss_disc: 2.402801752090454 (2.3695032539137877) | > loss_disc_real_0: 0.11246602237224579 (0.1140630769442363) | > loss_disc_real_1: 0.20582371950149536 (0.19657564181161213) | > loss_disc_real_2: 0.21998129785060883 (0.21158406323936568) | > loss_disc_real_3: 0.25221341848373413 (0.22933900475980767) | > loss_disc_real_4: 0.21743831038475037 (0.23289789253449344) | > loss_disc_real_5: 0.18235701322555542 (0.22265220238980518) | > loss_0: 2.402801752090454 (2.3695032539137877) | > grad_norm_0: tensor(23.9692, device='cuda:0') (tensor(13.2575, device='cuda:0')) | > loss_gen: 2.5723800659179688 (2.4723846692158045) | > loss_kl: 1.931610345840454 (2.034179737290225) | > loss_feat: 6.4789581298828125 (6.908226085953923) | > loss_mel: 16.42108726501465 (16.93621093106555) | > loss_duration: 2.0887575149536133 (2.0151231576161224) | > loss_1: 29.492794036865234 (30.366124555289026) | > grad_norm_1: tensor(536.3040, device='cuda:0') (tensor(170.4204, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.4158 (0.38584896455328155) | > loader_time: 0.0055 (0.004378515075009508)  --> TIME: 2024-06-12 11:14:29 -- STEP: 274/330 -- GLOBAL_STEP: 414975 | > loss_disc: 2.32224178314209 (2.369719152903034) | > loss_disc_real_0: 0.12800171971321106 (0.11516671285141994) | > loss_disc_real_1: 0.2164292186498642 (0.19674430890892544) | > loss_disc_real_2: 0.20687279105186462 (0.21126997106484252) | > loss_disc_real_3: 0.24566885828971863 (0.22976112088365278) | > loss_disc_real_4: 0.21320085227489471 (0.23285672764708523) | > loss_disc_real_5: 0.14657114446163177 (0.22184922521675587) | > loss_0: 2.32224178314209 (2.369719152903034) | > grad_norm_0: tensor(17.3358, device='cuda:0') (tensor(15.1863, device='cuda:0')) | > loss_gen: 2.862840175628662 (2.4803634542618362) | > loss_kl: 2.137805700302124 (2.0416397012933327) | > loss_feat: 7.854444980621338 (6.935377650017286) | > loss_mel: 15.931737899780273 (16.896050073804627) | > loss_duration: 2.1166036128997803 (2.024294056161478) | > loss_1: 30.903432846069336 (30.37772490508365) | > grad_norm_1: tensor(718.2425, device='cuda:0') (tensor(198.4531, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.4447 (0.3904652125643988) | > loader_time: 0.0059 (0.00452736955489555)  --> TIME: 2024-06-12 11:14:41 -- STEP: 299/330 -- GLOBAL_STEP: 415000 | > loss_disc: 2.3272719383239746 (2.3715350356787726) | > loss_disc_real_0: 0.1567586064338684 (0.11666085080159548) | > loss_disc_real_1: 0.15473118424415588 (0.1968055102338759) | > loss_disc_real_2: 0.2112043797969818 (0.21180352274590114) | > loss_disc_real_3: 0.2355225384235382 (0.2300373120451452) | > loss_disc_real_4: 0.22786183655261993 (0.23265062461927982) | > loss_disc_real_5: 0.20561939477920532 (0.22101659811161034) | > loss_0: 2.3272719383239746 (2.3715350356787726) | > grad_norm_0: tensor(49.9102, device='cuda:0') (tensor(17.5011, device='cuda:0')) | > loss_gen: 2.5163722038269043 (2.4834596903427797) | > loss_kl: 2.059903383255005 (2.0448531362922697) | > loss_feat: 7.1603803634643555 (6.939469728182791) | > loss_mel: 16.5596981048584 (16.855899443993177) | > loss_duration: 2.1818454265594482 (2.0353653207670503) | > loss_1: 30.478199005126953 (30.359047293264332) | > grad_norm_1: tensor(817.8992, device='cuda:0') (tensor(229.2750, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.4743 (0.39621858453272174) | > loader_time: 0.0065 (0.004703314408012054) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_415000.pth  --> TIME: 2024-06-12 11:14:58 -- STEP: 324/330 -- GLOBAL_STEP: 415025 | > loss_disc: 2.377810478210449 (2.375613450268168) | > loss_disc_real_0: 0.15031367540359497 (0.11812574181843687) | > loss_disc_real_1: 0.21211975812911987 (0.19734714240019707) | > loss_disc_real_2: 0.21993966400623322 (0.21219408962829614) | > loss_disc_real_3: 0.24165917932987213 (0.23022341590236733) | > loss_disc_real_4: 0.24976511299610138 (0.23292867862332015) | > loss_disc_real_5: 0.21557599306106567 (0.22150438575556985) | > loss_0: 2.377810478210449 (2.375613450268168) | > grad_norm_0: tensor(17.1035, device='cuda:0') (tensor(18.0589, device='cuda:0')) | > loss_gen: 2.459395170211792 (2.4787086940106056) | > loss_kl: 2.2816925048828125 (2.0528486790480445) | > loss_feat: 8.87850284576416 (6.972563571400114) | > loss_mel: 17.352569580078125 (16.82012273058477) | > loss_duration: 2.274033546447754 (2.05042001788999) | > loss_1: 33.246192932128906 (30.374663682631503) | > grad_norm_1: tensor(532.2993, device='cuda:0') (tensor(245.6181, device='cuda:0')) | > current_lr_0: 0.00017671877576169192 | > current_lr_1: 0.00017671877576169192 | > step_time: 0.5856 (0.40684255920810464) | > loader_time: 0.0088 (0.004949463738335498)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.371460199356079 (2.371460199356079) | > loss_disc_real_0: 0.05795490741729736 (0.05795490741729736) | > loss_disc_real_1: 0.1570616215467453 (0.1570616215467453) | > loss_disc_real_2: 0.29119589924812317 (0.29119589924812317) | > loss_disc_real_3: 0.20121419429779053 (0.20121419429779053) | > loss_disc_real_4: 0.28413376212120056 (0.28413376212120056) | > loss_disc_real_5: 0.3243323266506195 (0.3243323266506195) | > loss_0: 2.371460199356079 (2.371460199356079) | > loss_gen: 2.5292725563049316 (2.5292725563049316) | > loss_kl: 2.6319313049316406 (2.6319313049316406) | > loss_feat: 8.233379364013672 (8.233379364013672) | > loss_mel: 18.563800811767578 (18.563800811767578) | > loss_duration: 3.0051372051239014 (3.0051372051239014) | > loss_1: 34.96352005004883 (34.96352005004883)  --> STEP: 1 | > loss_disc: 2.4216256141662598 (2.4216256141662598) | > loss_disc_real_0: 0.15905019640922546 (0.15905019640922546) | > loss_disc_real_1: 0.25292256474494934 (0.25292256474494934) | > loss_disc_real_2: 0.19481061398983002 (0.19481061398983002) | > loss_disc_real_3: 0.1967996507883072 (0.1967996507883072) | > loss_disc_real_4: 0.21794895827770233 (0.21794895827770233) | > loss_disc_real_5: 0.17919647693634033 (0.17919647693634033) | > loss_0: 2.4216256141662598 (2.4216256141662598) | > loss_gen: 2.2731661796569824 (2.2731661796569824) | > loss_kl: 4.219731330871582 (4.219731330871582) | > loss_feat: 6.640763282775879 (6.640763282775879) | > loss_mel: 16.50809097290039 (16.50809097290039) | > loss_duration: 2.637295722961426 (2.637295722961426) | > loss_1: 32.279048919677734 (32.279048919677734)  --> STEP: 2 | > loss_disc: 2.4031012058258057 (2.4123634099960327) | > loss_disc_real_0: 0.03957120329141617 (0.09931069985032082) | > loss_disc_real_1: 0.2058728188276291 (0.22939769178628922) | > loss_disc_real_2: 0.2660759389400482 (0.23044327646493912) | > loss_disc_real_3: 0.2646848261356354 (0.23074223846197128) | > loss_disc_real_4: 0.21266059577465057 (0.21530477702617645) | > loss_disc_real_5: 0.27855780720710754 (0.22887714207172394) | > loss_0: 2.4031012058258057 (2.4123634099960327) | > loss_gen: 2.3019871711730957 (2.287576675415039) | > loss_kl: 3.203845739364624 (3.711788535118103) | > loss_feat: 5.240727424621582 (5.9407453536987305) | > loss_mel: 18.48162078857422 (17.494855880737305) | > loss_duration: 2.418736457824707 (2.5280160903930664) | > loss_1: 31.646915435791016 (31.962982177734375)  --> STEP: 3 | > loss_disc: 2.360297679901123 (2.395008166631063) | > loss_disc_real_0: 0.13229379057884216 (0.1103050634264946) | > loss_disc_real_1: 0.15841102600097656 (0.20573546985785165) | > loss_disc_real_2: 0.22458279132843018 (0.22848978141943613) | > loss_disc_real_3: 0.23450182378292084 (0.23199543356895447) | > loss_disc_real_4: 0.22233833372592926 (0.21764929592609406) | > loss_disc_real_5: 0.22801481187343597 (0.22858969867229462) | > loss_0: 2.360297679901123 (2.395008166631063) | > loss_gen: 2.4193644523620605 (2.3315059343973794) | > loss_kl: 3.9593710899353027 (3.794316053390503) | > loss_feat: 5.985025405883789 (5.95550537109375) | > loss_mel: 16.39885902404785 (17.129523595174152) | > loss_duration: 2.409047842025757 (2.4883600076039634) | > loss_1: 31.171669006347656 (31.69921112060547)  --> STEP: 4 | > loss_disc: 2.2435007095336914 (2.35713130235672) | > loss_disc_real_0: 0.12896175682544708 (0.11496923677623272) | > loss_disc_real_1: 0.24277377128601074 (0.21499504521489143) | > loss_disc_real_2: 0.2751263380050659 (0.24014892056584358) | > loss_disc_real_3: 0.2359817773103714 (0.2329920195043087) | > loss_disc_real_4: 0.1939152032136917 (0.21171577274799347) | > loss_disc_real_5: 0.1640750765800476 (0.21246104314923286) | > loss_0: 2.2435007095336914 (2.35713130235672) | > loss_gen: 2.5222227573394775 (2.379185140132904) | > loss_kl: 3.511758327484131 (3.72367662191391) | > loss_feat: 6.074074745178223 (5.985147714614868) | > loss_mel: 17.52033233642578 (17.22722578048706) | > loss_duration: 2.3685572147369385 (2.458409309387207) | > loss_1: 31.996944427490234 (31.77364444732666)  --> STEP: 5 | > loss_disc: 2.292725086212158 (2.3442500591278077) | > loss_disc_real_0: 0.16602285206317902 (0.12517995983362198) | > loss_disc_real_1: 0.14975027740001678 (0.20194609165191652) | > loss_disc_real_2: 0.22097525000572205 (0.23631418645381927) | > loss_disc_real_3: 0.27449530363082886 (0.24129267632961274) | > loss_disc_real_4: 0.27760398387908936 (0.22489341497421264) | > loss_disc_real_5: 0.26230472326278687 (0.22242977917194368) | > loss_0: 2.292725086212158 (2.3442500591278077) | > loss_gen: 2.6599996089935303 (2.4353480339050293) | > loss_kl: 3.176842212677002 (3.6143097400665285) | > loss_feat: 6.093925476074219 (6.006903266906738) | > loss_mel: 18.886585235595703 (17.559097671508788) | > loss_duration: 2.3272030353546143 (2.4321680545806883) | > loss_1: 33.144554138183594 (32.04782638549805)  --> STEP: 6 | > loss_disc: 2.5892086029052734 (2.3850764830907187) | > loss_disc_real_0: 0.19211333990097046 (0.13633552317818007) | > loss_disc_real_1: 0.20197148621082306 (0.20195032407840094) | > loss_disc_real_2: 0.3125615417957306 (0.2490220790108045) | > loss_disc_real_3: 0.2902688980102539 (0.24945537994305292) | > loss_disc_real_4: 0.2654048204421997 (0.23164531588554382) | > loss_disc_real_5: 0.2342434823513031 (0.2243987297018369) | > loss_0: 2.5892086029052734 (2.3850764830907187) | > loss_gen: 2.3152689933776855 (2.415334860483805) | > loss_kl: 2.6594979763031006 (3.455174446105957) | > loss_feat: 5.328520774841309 (5.893839518229167) | > loss_mel: 15.887310981750488 (17.280466556549072) | > loss_duration: 2.212099313735962 (2.3954899311065674) | > loss_1: 28.402698516845703 (31.44030507405599)  --> STEP: 7 | > loss_disc: 2.2586047649383545 (2.367009094783238) | > loss_disc_real_0: 0.10910798609256744 (0.13244587502309255) | > loss_disc_real_1: 0.20485663414001465 (0.20236551123006002) | > loss_disc_real_2: 0.22800084948539734 (0.24601904622146062) | > loss_disc_real_3: 0.21045151352882385 (0.24388339902673448) | > loss_disc_real_4: 0.1965242326259613 (0.22662801827703202) | > loss_disc_real_5: 0.16804148256778717 (0.21634769439697266) | > loss_0: 2.2586047649383545 (2.367009094783238) | > loss_gen: 2.515794277191162 (2.4296862057277133) | > loss_kl: 3.7563748359680176 (3.4982030732291087) | > loss_feat: 6.459587097167969 (5.97466060093471) | > loss_mel: 17.59209632873535 (17.324985095432826) | > loss_duration: 2.606813907623291 (2.4256790706089566) | > loss_1: 32.930667877197266 (31.653214045933314)  --> STEP: 8 | > loss_disc: 2.513167142868042 (2.3852788507938385) | > loss_disc_real_0: 0.33376845717430115 (0.15761119779199362) | > loss_disc_real_1: 0.19571585953235626 (0.20153430476784706) | > loss_disc_real_2: 0.25366103649139404 (0.2469742950052023) | > loss_disc_real_3: 0.2252427190542221 (0.24155331403017044) | > loss_disc_real_4: 0.18650178611278534 (0.2216122392565012) | > loss_disc_real_5: 0.17360253632068634 (0.21100454963743687) | > loss_0: 2.513167142868042 (2.3852788507938385) | > loss_gen: 2.4167633056640625 (2.428070843219757) | > loss_kl: 3.5618114471435547 (3.5061541199684143) | > loss_feat: 6.519637584686279 (6.042782723903656) | > loss_mel: 17.023462295532227 (17.28729474544525) | > loss_duration: 2.250652313232422 (2.4038007259368896) | > loss_1: 31.772327423095703 (31.668103218078613)  --> STEP: 9 | > loss_disc: 2.6097874641418457 (2.4102242522769504) | > loss_disc_real_0: 0.294064998626709 (0.1727727312180731) | > loss_disc_real_1: 0.17522741854190826 (0.1986113174094094) | > loss_disc_real_2: 0.27301955223083496 (0.24986821247471702) | > loss_disc_real_3: 0.26984164118766785 (0.2446964614921146) | > loss_disc_real_4: 0.1915910392999649 (0.21827655037244162) | > loss_disc_real_5: 0.22631706297397614 (0.21270594000816345) | > loss_0: 2.6097874641418457 (2.4102242522769504) | > loss_gen: 2.3672547340393066 (2.4213134977552624) | > loss_kl: 2.754598617553711 (3.4226479530334473) | > loss_feat: 9.464214324951172 (6.422941790686713) | > loss_mel: 17.75003433227539 (17.338710255093044) | > loss_duration: 2.150306224822998 (2.3756346702575684) | > loss_1: 34.48640823364258 (31.98124821980794)  --> STEP: 10 | > loss_disc: 2.3076581954956055 (2.399967646598816) | > loss_disc_real_0: 0.12893003225326538 (0.16838846132159233) | > loss_disc_real_1: 0.17979289591312408 (0.19672947525978088) | > loss_disc_real_2: 0.24301937222480774 (0.2491833284497261) | > loss_disc_real_3: 0.2170746624469757 (0.24193428158760072) | > loss_disc_real_4: 0.1843131184577942 (0.21488020718097686) | > loss_disc_real_5: 0.18945029377937317 (0.21038037538528442) | > loss_0: 2.3076581954956055 (2.399967646598816) | > loss_gen: 2.349010944366455 (2.414083242416382) | > loss_kl: 2.991015911102295 (3.379484748840332) | > loss_feat: 7.8231658935546875 (6.562964200973511) | > loss_mel: 17.0011043548584 (17.30494966506958) | > loss_duration: 2.4439496994018555 (2.382466173171997) | > loss_1: 32.608245849609375 (32.04394798278808)  --> STEP: 11 | > loss_disc: 2.450857639312744 (2.4045940095728096) | > loss_disc_real_0: 0.16904793679714203 (0.1684484136375514) | > loss_disc_real_1: 0.18138448894023895 (0.1953344765034589) | > loss_disc_real_2: 0.26951003074645996 (0.2510312104767019) | > loss_disc_real_3: 0.24217766523361206 (0.24195640737360175) | > loss_disc_real_4: 0.22533977031707764 (0.21583107655698602) | > loss_disc_real_5: 0.2732263505458832 (0.21609364585442978) | > loss_0: 2.450857639312744 (2.4045940095728096) | > loss_gen: 2.3750956058502197 (2.410538911819458) | > loss_kl: 3.5405683517456055 (3.3941287127408115) | > loss_feat: 5.69940710067749 (6.484459010037509) | > loss_mel: 17.596553802490234 (17.33145913210782) | > loss_duration: 2.527510404586792 (2.395652012391524) | > loss_1: 31.739133834838867 (32.0162376057018)  --> STEP: 12 | > loss_disc: 2.3382787704467773 (2.39906773964564) | > loss_disc_real_0: 0.17223918437957764 (0.16876431119938692) | > loss_disc_real_1: 0.18027135729789734 (0.1940792165696621) | > loss_disc_real_2: 0.2832532823085785 (0.2537163831293583) | > loss_disc_real_3: 0.25637370347976685 (0.24315784871578217) | > loss_disc_real_4: 0.20449529588222504 (0.21488642816742262) | > loss_disc_real_5: 0.23959605395793915 (0.21805217986305556) | > loss_0: 2.3382787704467773 (2.39906773964564) | > loss_gen: 2.7366886138916016 (2.4377180536588035) | > loss_kl: 3.0185258388519287 (3.362828473250071) | > loss_feat: 6.473537445068359 (6.483548879623413) | > loss_mel: 16.58914566040039 (17.269599676132202) | > loss_duration: 2.2640457153320312 (2.3846848209698996) | > loss_1: 31.08194351196289 (31.93837976455689)  --> STEP: 13 | > loss_disc: 2.49763560295105 (2.4066498829768252) | > loss_disc_real_0: 0.12000738084316254 (0.16501377809506196) | > loss_disc_real_1: 0.20241273939609528 (0.19472025678708002) | > loss_disc_real_2: 0.27736005187034607 (0.25553512687866503) | > loss_disc_real_3: 0.25346192717552185 (0.24395047013576215) | > loss_disc_real_4: 0.19715926051139832 (0.21352279988618997) | > loss_disc_real_5: 0.16544917225837708 (0.21400579466269568) | > loss_0: 2.49763560295105 (2.4066498829768252) | > loss_gen: 2.1625492572784424 (2.4165512231680064) | > loss_kl: 3.7569191455841064 (3.3931431403526893) | > loss_feat: 5.473130226135254 (6.405824367816631) | > loss_mel: 15.634703636169434 (17.143838442288914) | > loss_duration: 2.334489107131958 (2.3808236122131348) | > loss_1: 29.361793518066406 (31.74018082251916)  --> STEP: 14 | > loss_disc: 2.2260799407958984 (2.393752029963902) | > loss_disc_real_0: 0.14301300048828125 (0.16344229398029192) | > loss_disc_real_1: 0.16859975457191467 (0.19285450662885392) | > loss_disc_real_2: 0.24426360428333282 (0.2547300181218556) | > loss_disc_real_3: 0.23288433253765106 (0.24316003173589706) | > loss_disc_real_4: 0.1882367879152298 (0.21171665617397853) | > loss_disc_real_5: 0.18942119181156158 (0.21224975160190038) | > loss_0: 2.2260799407958984 (2.393752029963902) | > loss_gen: 2.6070237159729004 (2.430156401225499) | > loss_kl: 3.9328253269195557 (3.4316918679646085) | > loss_feat: 6.303134441375732 (6.398489373070853) | > loss_mel: 18.18787956237793 (17.218412808009557) | > loss_duration: 2.376363515853882 (2.3805050339017595) | > loss_1: 33.4072265625 (31.85925551823208)  --> STEP: 15 | > loss_disc: 2.752314805984497 (2.4176562150319416) | > loss_disc_real_0: 0.18768310546875 (0.16505834807952244) | > loss_disc_real_1: 0.21891483664512634 (0.1945918619632721) | > loss_disc_real_2: 0.25931718945503235 (0.2550358295440674) | > loss_disc_real_3: 0.255246102809906 (0.24396576980749765) | > loss_disc_real_4: 0.24009741842746735 (0.21360870699087778) | > loss_disc_real_5: 0.28894391655921936 (0.2173626959323883) | > loss_0: 2.752314805984497 (2.4176562150319416) | > loss_gen: 2.431697368621826 (2.430259132385254) | > loss_kl: 3.480243682861328 (3.4349286556243896) | > loss_feat: 8.674647331237793 (6.550233236948649) | > loss_mel: 17.926847457885742 (17.26564178466797) | > loss_duration: 2.3999853134155273 (2.3818037192026775) | > loss_1: 34.913421630859375 (32.06286659240723)  --> STEP: 16 | > loss_disc: 2.5834505558013916 (2.4280183613300323) | > loss_disc_real_0: 0.14369678497314453 (0.16372325038537383) | > loss_disc_real_1: 0.24492600560188293 (0.19773774594068527) | > loss_disc_real_2: 0.16937626898288727 (0.24968210700899363) | > loss_disc_real_3: 0.21466757357120514 (0.24213463254272938) | > loss_disc_real_4: 0.26620280742645264 (0.21689583826810122) | > loss_disc_real_5: 0.21963262557983398 (0.21750456653535366) | > loss_0: 2.5834505558013916 (2.4280183613300323) | > loss_gen: 2.18306303024292 (2.414809376001358) | > loss_kl: 2.897064447402954 (3.40131214261055) | > loss_feat: 6.324422359466553 (6.536120057106018) | > loss_mel: 16.459705352783203 (17.21527075767517) | > loss_duration: 2.4362292289733887 (2.385205313563347) | > loss_1: 30.300485610961914 (31.9527177810669)  --> STEP: 17 | > loss_disc: 2.5140116214752197 (2.4330767883973965) | > loss_disc_real_0: 0.15183693170547485 (0.1630240551689092) | > loss_disc_real_1: 0.140281081199646 (0.19435794213238886) | > loss_disc_real_2: 0.29376426339149475 (0.2522751750314937) | > loss_disc_real_3: 0.2589806318283081 (0.2431255736771752) | > loss_disc_real_4: 0.281558096408844 (0.2206995005116743) | > loss_disc_real_5: 0.2850634753704071 (0.22147861999623916) | > loss_0: 2.5140116214752197 (2.4330767883973965) | > loss_gen: 2.349548816680908 (2.410970519570743) | > loss_kl: 2.76131534576416 (3.3636652722078213) | > loss_feat: 6.472999095916748 (6.532407059389002) | > loss_mel: 16.6525936126709 (17.182172102086685) | > loss_duration: 2.467226982116699 (2.390030117595897) | > loss_1: 30.70368194580078 (31.87924508487478)  --> STEP: 18 | > loss_disc: 2.590939521789551 (2.441846940252516) | > loss_disc_real_0: 0.23062077164649963 (0.1667794283065531) | > loss_disc_real_1: 0.14948995411396027 (0.19186527613136503) | > loss_disc_real_2: 0.1883036345243454 (0.24872120055887434) | > loss_disc_real_3: 0.19119079411029816 (0.240240308145682) | > loss_disc_real_4: 0.16768251359462738 (0.21775411234961617) | > loss_disc_real_5: 0.18746979534626007 (0.2195892408490181) | > loss_0: 2.590939521789551 (2.441846940252516) | > loss_gen: 2.038618564605713 (2.390284299850464) | > loss_kl: 3.298339605331421 (3.3600360684924655) | > loss_feat: 7.188591003417969 (6.568861722946167) | > loss_mel: 16.207000732421875 (17.127995914883083) | > loss_duration: 2.2416839599609375 (2.3817886643939548) | > loss_1: 30.974233627319336 (31.828966670566142)  --> STEP: 19 | > loss_disc: 2.5734457969665527 (2.448773195869044) | > loss_disc_real_0: 0.20359274744987488 (0.1687169714193595) | > loss_disc_real_1: 0.18257133662700653 (0.19137612142060934) | > loss_disc_real_2: 0.234160915017128 (0.24795486974088768) | > loss_disc_real_3: 0.22044043242931366 (0.2391982094237679) | > loss_disc_real_4: 0.2270929217338562 (0.2182456286329972) | > loss_disc_real_5: 0.28226178884506226 (0.22288779600670464) | > loss_0: 2.5734457969665527 (2.448773195869044) | > loss_gen: 2.1422157287597656 (2.3772280592667427) | > loss_kl: 2.607865571975708 (3.3204481476231624) | > loss_feat: 5.964745044708252 (6.537066108302066) | > loss_mel: 13.952983856201172 (16.96089001705772) | > loss_duration: 2.357295513153076 (2.3804995511707507) | > loss_1: 27.02510643005371 (31.576131921065485)  --> STEP: 20 | > loss_disc: 2.3921709060668945 (2.4459430813789367) | > loss_disc_real_0: 0.1493890881538391 (0.1677505772560835) | > loss_disc_real_1: 0.20410767197608948 (0.19201269894838333) | > loss_disc_real_2: 0.2822614908218384 (0.24967020079493524) | > loss_disc_real_3: 0.21130704879760742 (0.23780365139245987) | > loss_disc_real_4: 0.1603061854839325 (0.21534865647554396) | > loss_disc_real_5: 0.21811556816101074 (0.22264918461441993) | > loss_0: 2.3921709060668945 (2.4459430813789367) | > loss_gen: 2.1692121028900146 (2.3668272614479067) | > loss_kl: 2.341975688934326 (3.271524524688721) | > loss_feat: 6.934606075286865 (6.556943106651306) | > loss_mel: 18.57501983642578 (17.041596508026124) | > loss_duration: 2.358799934387207 (2.3794145703315737) | > loss_1: 32.37961196899414 (31.61630592346192)  --> STEP: 21 | > loss_disc: 2.5909674167633057 (2.4528490021115257) | > loss_disc_real_0: 0.11895859241485596 (0.16542714940650122) | > loss_disc_real_1: 0.20984788239002228 (0.19286199339798518) | > loss_disc_real_2: 0.2661821246147156 (0.25045648288159145) | > loss_disc_real_3: 0.22006966173648834 (0.23695917569455646) | > loss_disc_real_4: 0.1578507423400879 (0.21261066056433178) | > loss_disc_real_5: 0.20417913794517517 (0.22176965858255113) | > loss_0: 2.5909674167633057 (2.4528490021115257) | > loss_gen: 2.037569046020508 (2.3511482988085066) | > loss_kl: 2.339923143386841 (3.227162554150536) | > loss_feat: 6.439277172088623 (6.551339966910226) | > loss_mel: 14.317671775817871 (16.911885806492396) | > loss_duration: 2.1883726119995117 (2.370317334220523) | > loss_1: 27.32281494140625 (31.41185397193546)  --> STEP: 22 | > loss_disc: 2.3242907524108887 (2.447005445306951) | > loss_disc_real_0: 0.1971179097890854 (0.1668676385148005) | > loss_disc_real_1: 0.2303675264120102 (0.19456679035316815) | > loss_disc_real_2: 0.17022307217121124 (0.24680950966748325) | > loss_disc_real_3: 0.2256593406200409 (0.23644554682753302) | > loss_disc_real_4: 0.23114389181137085 (0.2134530801664699) | > loss_disc_real_5: 0.24611184000968933 (0.2228761213746938) | > loss_0: 2.3242907524108887 (2.447005445306951) | > loss_gen: 2.5036070346832275 (2.3580782413482666) | > loss_kl: 2.556495428085327 (3.1966776847839355) | > loss_feat: 7.280602931976318 (6.58448828350414) | > loss_mel: 17.874008178710938 (16.95561864159324) | > loss_duration: 2.2124128341674805 (2.3631398569453848) | > loss_1: 32.4271240234375 (31.458002610640097)  --> STEP: 23 | > loss_disc: 2.6456496715545654 (2.455642150795978) | > loss_disc_real_0: 0.2591705322265625 (0.17088080780661621) | > loss_disc_real_1: 0.1768578290939331 (0.1937968355158101) | > loss_disc_real_2: 0.25858378410339355 (0.2473214346429576) | > loss_disc_real_3: 0.258938729763031 (0.23742351130298947) | > loss_disc_real_4: 0.24915191531181335 (0.21500520343365875) | > loss_disc_real_5: 0.257759153842926 (0.2243927749602691) | > loss_0: 2.6456496715545654 (2.455642150795978) | > loss_gen: 2.24454665184021 (2.3531420852826987) | > loss_kl: 3.053598165512085 (3.190456836119942) | > loss_feat: 5.4662065505981445 (6.535867338595183) | > loss_mel: 17.093936920166016 (16.961632479792055) | > loss_duration: 2.3063619136810303 (2.3606712507164995) | > loss_1: 30.16465187072754 (31.401769969774335)  --> STEP: 24 | > loss_disc: 2.508591651916504 (2.457848380009333) | > loss_disc_real_0: 0.18782955408096313 (0.17158700556804732) | > loss_disc_real_1: 0.22756221890449524 (0.19520372649033865) | > loss_disc_real_2: 0.21470721065998077 (0.2459625086436669) | > loss_disc_real_3: 0.2245253622531891 (0.23688608842591444) | > loss_disc_real_4: 0.30378258228302 (0.21870426088571548) | > loss_disc_real_5: 0.2578565776348114 (0.22578710007170835) | > loss_0: 2.508591651916504 (2.457848380009333) | > loss_gen: 2.4026687145233154 (2.355205694834391) | > loss_kl: 2.581298589706421 (3.1650752425193787) | > loss_feat: 6.110778331756592 (6.518155296643575) | > loss_mel: 15.924846649169922 (16.9184330701828) | > loss_duration: 2.4265553951263428 (2.3634164234002433) | > loss_1: 29.446147918701172 (31.320285717646286)  --> STEP: 25 | > loss_disc: 2.755608320236206 (2.469758777618408) | > loss_disc_real_0: 0.23694120347499847 (0.17420117348432537) | > loss_disc_real_1: 0.2280263453722 (0.1965166312456131) | > loss_disc_real_2: 0.24245986342430115 (0.24582240283489226) | > loss_disc_real_3: 0.2291622757911682 (0.2365771359205246) | > loss_disc_real_4: 0.2041095644235611 (0.2181204730272293) | > loss_disc_real_5: 0.2521541714668274 (0.2268417829275131) | > loss_0: 2.755608320236206 (2.469758777618408) | > loss_gen: 2.120655059814453 (2.3458236694335937) | > loss_kl: 3.7096683979034424 (3.1868589687347413) | > loss_feat: 7.893648624420166 (6.573175029754639) | > loss_mel: 16.37941551208496 (16.896872367858887) | > loss_duration: 2.423654556274414 (2.36582594871521) | > loss_1: 32.527042388916016 (31.368555984497075)  --> STEP: 26 | > loss_disc: 2.5334010124206543 (2.472206555880033) | > loss_disc_real_0: 0.16333416104316711 (0.17378321146735776) | > loss_disc_real_1: 0.18766765296459198 (0.19617628592711228) | > loss_disc_real_2: 0.18526478111743927 (0.24349326353806716) | > loss_disc_real_3: 0.27106449007987976 (0.23790357261896133) | > loss_disc_real_4: 0.19667622447013855 (0.21729569423657197) | > loss_disc_real_5: 0.19794592261314392 (0.22573040368465278) | > loss_0: 2.5334010124206543 (2.472206555880033) | > loss_gen: 1.9627131223678589 (2.331088648392604) | > loss_kl: 2.2815542221069336 (3.1520395554029026) | > loss_feat: 3.550752639770508 (6.456928014755249) | > loss_mel: 11.180054664611816 (16.676994763887844) | > loss_duration: 2.3177857398986816 (2.363978248376113) | > loss_1: 21.29286003112793 (30.9810292170598) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026585780657254732 (+0.0001690387725830078) | > avg_loss_disc: 2.472206555880033 (+0.010432665164654242) | > avg_loss_disc_real_0: 0.17378321146735776 (-0.007152056464782147) | > avg_loss_disc_real_1: 0.19617628592711228 (-0.017403057561470925) | > avg_loss_disc_real_2: 0.24349326353806716 (+0.013974359402289749) | > avg_loss_disc_real_3: 0.23790357261896133 (+0.0024556792699373664) | > avg_loss_disc_real_4: 0.21729569423657197 (-0.021644395704452812) | > avg_loss_disc_real_5: 0.22573040368465278 (+0.014105936369070649) | > avg_loss_0: 2.472206555880033 (+0.010432665164654242) | > avg_loss_gen: 2.331088648392604 (-0.024760140822483567) | > avg_loss_kl: 3.1520395554029026 (-0.010868613536541005) | > avg_loss_feat: 6.456928014755249 (-0.13801129047687244) | > avg_loss_mel: 16.676994763887844 (-0.01420409862812022) | > avg_loss_duration: 2.363978248376113 (-0.015550475854139378) | > avg_loss_1: 30.9810292170598 (-0.20339474311241545)  > EPOCH: 991/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:15:21)   --> TIME: 2024-06-12 11:15:30 -- STEP: 19/330 -- GLOBAL_STEP: 415050 | > loss_disc: 2.3752076625823975 (2.310241385510093) | > loss_disc_real_0: 0.06595791131258011 (0.1008250905494941) | > loss_disc_real_1: 0.16971199214458466 (0.1943923587861814) | > loss_disc_real_2: 0.22849196195602417 (0.20756805413647703) | > loss_disc_real_3: 0.23007191717624664 (0.2261357174107903) | > loss_disc_real_4: 0.23374003171920776 (0.22605079412460327) | > loss_disc_real_5: 0.20885835587978363 (0.21755507980522357) | > loss_0: 2.3752076625823975 (2.310241385510093) | > grad_norm_0: tensor(11.8452, device='cuda:0') (tensor(8.0939, device='cuda:0')) | > loss_gen: 2.355417251586914 (2.5178058900331197) | > loss_kl: 1.856986403465271 (1.9062377779107345) | > loss_feat: 7.384191989898682 (7.088346481323242) | > loss_mel: 16.7375431060791 (17.384073056672747) | > loss_duration: 1.9672224521636963 (2.038586635338633) | > loss_1: 30.301361083984375 (30.935049960487767) | > grad_norm_1: tensor(62.2615, device='cuda:0') (tensor(84.1739, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3724 (0.3725289922011526) | > loader_time: 0.0035 (0.0034237660859760487)  --> TIME: 2024-06-12 11:15:39 -- STEP: 44/330 -- GLOBAL_STEP: 415075 | > loss_disc: 2.4265151023864746 (2.3320341326973653) | > loss_disc_real_0: 0.09526284784078598 (0.10319341651417992) | > loss_disc_real_1: 0.24214132130146027 (0.19640023464506323) | > loss_disc_real_2: 0.19635115563869476 (0.20811812071637673) | > loss_disc_real_3: 0.24867521226406097 (0.2257144498554143) | > loss_disc_real_4: 0.25822967290878296 (0.23039337552406572) | > loss_disc_real_5: 0.26191821694374084 (0.22176390818574213) | > loss_0: 2.4265151023864746 (2.3320341326973653) | > grad_norm_0: tensor(6.8438, device='cuda:0') (tensor(8.4526, device='cuda:0')) | > loss_gen: 2.5663223266601562 (2.532999770207838) | > loss_kl: 1.9451290369033813 (1.9532455747777766) | > loss_feat: 7.849035263061523 (7.206205606460571) | > loss_mel: 17.775127410888672 (17.3031028400768) | > loss_duration: 1.8986990451812744 (1.9864770553328777) | > loss_1: 32.0343132019043 (30.982030955227938) | > grad_norm_1: tensor(75.7028, device='cuda:0') (tensor(82.4292, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3597 (0.36870438944209705) | > loader_time: 0.0036 (0.003595059568231756)  --> TIME: 2024-06-12 11:15:49 -- STEP: 69/330 -- GLOBAL_STEP: 415100 | > loss_disc: 2.3449854850769043 (2.352238078048263) | > loss_disc_real_0: 0.0906810313463211 (0.10640798519918884) | > loss_disc_real_1: 0.1767561137676239 (0.1973007034132446) | > loss_disc_real_2: 0.19219690561294556 (0.2091108964405198) | > loss_disc_real_3: 0.24508175253868103 (0.2272811048272727) | > loss_disc_real_4: 0.2500191330909729 (0.2311291783184245) | > loss_disc_real_5: 0.22467827796936035 (0.2217934483635253) | > loss_0: 2.3449854850769043 (2.352238078048263) | > grad_norm_0: tensor(11.9449, device='cuda:0') (tensor(8.7775, device='cuda:0')) | > loss_gen: 2.482832193374634 (2.503811649654222) | > loss_kl: 1.9055808782577515 (1.9588253619014353) | > loss_feat: 6.907788276672363 (7.097070956575697) | > loss_mel: 16.797054290771484 (17.202796189681358) | > loss_duration: 1.9095070362091064 (1.9744655083918916) | > loss_1: 30.002763748168945 (30.736969740494438) | > grad_norm_1: tensor(100.5653, device='cuda:0') (tensor(87.7548, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3601 (0.3675764228986657) | > loader_time: 0.0036 (0.0036395114401112432)  --> TIME: 2024-06-12 11:15:58 -- STEP: 94/330 -- GLOBAL_STEP: 415125 | > loss_disc: 2.2131290435791016 (2.346780457395188) | > loss_disc_real_0: 0.09102579206228256 (0.10582736237569058) | > loss_disc_real_1: 0.1739344596862793 (0.19668447765264105) | > loss_disc_real_2: 0.2017366886138916 (0.20878742999852973) | > loss_disc_real_3: 0.21072007715702057 (0.22781614309295695) | > loss_disc_real_4: 0.2290976494550705 (0.23189788708027373) | > loss_disc_real_5: 0.19829371571540833 (0.22178572844317618) | > loss_0: 2.2131290435791016 (2.346780457395188) | > grad_norm_0: tensor(5.1623, device='cuda:0') (tensor(8.7917, device='cuda:0')) | > loss_gen: 2.6095964908599854 (2.5032197084832695) | > loss_kl: 2.1016035079956055 (1.9677090302426765) | > loss_feat: 7.856283187866211 (7.051147537028535) | > loss_mel: 17.698856353759766 (17.13444502810216) | > loss_duration: 1.9982362985610962 (1.97313007648955) | > loss_1: 32.26457595825195 (30.629651434878085) | > grad_norm_1: tensor(111.0363, device='cuda:0') (tensor(88.4407, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3548 (0.3665039032063584) | > loader_time: 0.0036 (0.003679600167781749)  --> TIME: 2024-06-12 11:16:07 -- STEP: 119/330 -- GLOBAL_STEP: 415150 | > loss_disc: 2.360426902770996 (2.3502580578587637) | > loss_disc_real_0: 0.11010828614234924 (0.10772529976958987) | > loss_disc_real_1: 0.21644964814186096 (0.19577249371204056) | > loss_disc_real_2: 0.19252265989780426 (0.20915120376759216) | > loss_disc_real_3: 0.2365744411945343 (0.22803432112481414) | > loss_disc_real_4: 0.2363543063402176 (0.23165808868508378) | > loss_disc_real_5: 0.23699872195720673 (0.22275538191574962) | > loss_0: 2.360426902770996 (2.3502580578587637) | > grad_norm_0: tensor(4.6179, device='cuda:0') (tensor(8.7049, device='cuda:0')) | > loss_gen: 2.4516706466674805 (2.4941847444582392) | > loss_kl: 1.8779399394989014 (1.9818604042550094) | > loss_feat: 6.7052764892578125 (7.033423600076627) | > loss_mel: 17.040538787841797 (17.131662496999542) | > loss_duration: 1.9867411851882935 (1.9764828541699577) | > loss_1: 30.062170028686523 (30.617614169080717) | > grad_norm_1: tensor(63.5342, device='cuda:0') (tensor(87.0528, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3733 (0.3664044812947761) | > loader_time: 0.0038 (0.003741578895504735)  --> TIME: 2024-06-12 11:16:17 -- STEP: 144/330 -- GLOBAL_STEP: 415175 | > loss_disc: 2.3351893424987793 (2.3549304356177645) | > loss_disc_real_0: 0.10201860964298248 (0.10921256652929717) | > loss_disc_real_1: 0.21876749396324158 (0.19540931470692158) | > loss_disc_real_2: 0.24007494747638702 (0.21005695913400918) | > loss_disc_real_3: 0.21426600217819214 (0.22855829230199257) | > loss_disc_real_4: 0.20965148508548737 (0.2316671328412162) | > loss_disc_real_5: 0.19127345085144043 (0.2224246628789438) | > loss_0: 2.3351893424987793 (2.3549304356177645) | > grad_norm_0: tensor(12.9498, device='cuda:0') (tensor(8.7914, device='cuda:0')) | > loss_gen: 2.4147655963897705 (2.488350330127611) | > loss_kl: 1.8264456987380981 (1.990457175506486) | > loss_feat: 7.88336706161499 (7.030272040102218) | > loss_mel: 17.132909774780273 (17.135003778669574) | > loss_duration: 2.002091407775879 (1.9822237292925518) | > loss_1: 31.25958251953125 (30.626307209332783) | > grad_norm_1: tensor(150.5446, device='cuda:0') (tensor(90.2729, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3925 (0.3680751058790418) | > loader_time: 0.0042 (0.0038212769561343724)  --> TIME: 2024-06-12 11:16:27 -- STEP: 169/330 -- GLOBAL_STEP: 415200 | > loss_disc: 2.259321689605713 (2.358582704024907) | > loss_disc_real_0: 0.0967465490102768 (0.11081875128858894) | > loss_disc_real_1: 0.18046917021274567 (0.195593618253279) | > loss_disc_real_2: 0.20448921620845795 (0.21077696114954864) | > loss_disc_real_3: 0.20522385835647583 (0.2280165617458919) | > loss_disc_real_4: 0.22255221009254456 (0.23166865736422454) | > loss_disc_real_5: 0.22533103823661804 (0.22235911978772405) | > loss_0: 2.259321689605713 (2.358582704024907) | > grad_norm_0: tensor(17.3687, device='cuda:0') (tensor(9.3760, device='cuda:0')) | > loss_gen: 2.605158805847168 (2.4864091379402673) | > loss_kl: 1.8883801698684692 (1.9944059517256607) | > loss_feat: 7.645293235778809 (7.035964477697068) | > loss_mel: 17.430288314819336 (17.143963796852614) | > loss_duration: 2.045943260192871 (1.988161345910744) | > loss_1: 31.615066528320312 (30.648904879417646) | > grad_norm_1: tensor(343.6819, device='cuda:0') (tensor(104.6113, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3792 (0.37165907854159197) | > loader_time: 0.0045 (0.003945656782071268)  --> TIME: 2024-06-12 11:16:37 -- STEP: 194/330 -- GLOBAL_STEP: 415225 | > loss_disc: 2.359083890914917 (2.363308154430586) | > loss_disc_real_0: 0.09836354106664658 (0.11231960590506337) | > loss_disc_real_1: 0.19554577767848969 (0.1958141226283054) | > loss_disc_real_2: 0.20982709527015686 (0.21081823855638504) | > loss_disc_real_3: 0.23636628687381744 (0.22886651539310968) | > loss_disc_real_4: 0.21362809836864471 (0.23191377397665044) | > loss_disc_real_5: 0.21142157912254333 (0.22264218161401061) | > loss_0: 2.359083890914917 (2.363308154430586) | > grad_norm_0: tensor(15.3430, device='cuda:0') (tensor(10.6986, device='cuda:0')) | > loss_gen: 2.5101451873779297 (2.481955925213924) | > loss_kl: 2.1417195796966553 (1.9975510344062883) | > loss_feat: 7.15892219543457 (7.015895172492745) | > loss_mel: 16.771228790283203 (17.10543561719128) | > loss_duration: 2.0232791900634766 (1.9959385173836934) | > loss_1: 30.605295181274414 (30.59677641170541) | > grad_norm_1: tensor(238.6234, device='cuda:0') (tensor(126.7295, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.3921 (0.37453375649206416) | > loader_time: 0.0053 (0.004062412940349778)  --> TIME: 2024-06-12 11:16:47 -- STEP: 219/330 -- GLOBAL_STEP: 415250 | > loss_disc: 2.4418251514434814 (2.3664650263851637) | > loss_disc_real_0: 0.14492830634117126 (0.11388402132819232) | > loss_disc_real_1: 0.22740699350833893 (0.196268149706871) | > loss_disc_real_2: 0.22094325721263885 (0.21096404577226943) | > loss_disc_real_3: 0.22699500620365143 (0.22882603877755606) | > loss_disc_real_4: 0.24620065093040466 (0.23202739519887863) | > loss_disc_real_5: 0.25836798548698425 (0.22283523921008525) | > loss_0: 2.4418251514434814 (2.3664650263851637) | > grad_norm_0: tensor(24.0301, device='cuda:0') (tensor(11.8608, device='cuda:0')) | > loss_gen: 2.5548319816589355 (2.4837709061087017) | > loss_kl: 2.0524978637695312 (2.0067485625341055) | > loss_feat: 7.5786542892456055 (7.017733112317786) | > loss_mel: 18.0143985748291 (17.087451647405764) | > loss_duration: 2.072514057159424 (2.0043132620859367) | > loss_1: 32.27289581298828 (30.600017591154195) | > grad_norm_1: tensor(291.3893, device='cuda:0') (tensor(146.1290, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.4007 (0.377866625241493) | > loader_time: 0.005 (0.004154739858897312)  --> TIME: 2024-06-12 11:16:58 -- STEP: 244/330 -- GLOBAL_STEP: 415275 | > loss_disc: 2.46877384185791 (2.369375898212683) | > loss_disc_real_0: 0.11697372794151306 (0.11559856252469977) | > loss_disc_real_1: 0.21425385773181915 (0.19619335631122353) | > loss_disc_real_2: 0.23493047058582306 (0.21116168870300542) | > loss_disc_real_3: 0.213759183883667 (0.22933212325709765) | > loss_disc_real_4: 0.2529303729534149 (0.2324938929227532) | > loss_disc_real_5: 0.29651737213134766 (0.22233337438741668) | > loss_0: 2.46877384185791 (2.369375898212683) | > grad_norm_0: tensor(44.2262, device='cuda:0') (tensor(13.4727, device='cuda:0')) | > loss_gen: 2.4042603969573975 (2.4819505947535174) | > loss_kl: 1.9253425598144531 (2.0092385411262503) | > loss_feat: 6.640405178070068 (7.0080030238042115) | > loss_mel: 15.96397876739502 (17.03717211426283) | > loss_duration: 2.027038097381592 (2.01358906265165) | > loss_1: 28.961027145385742 (30.54995339815734) | > grad_norm_1: tensor(427.1892, device='cuda:0') (tensor(166.7712, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.4312 (0.3825190350657604) | > loader_time: 0.0055 (0.004279849959201502)  --> TIME: 2024-06-12 11:17:09 -- STEP: 269/330 -- GLOBAL_STEP: 415300 | > loss_disc: 2.3900227546691895 (2.3674412881574667) | > loss_disc_real_0: 0.12412972748279572 (0.11619999146151276) | > loss_disc_real_1: 0.31363192200660706 (0.19651515421814192) | > loss_disc_real_2: 0.2378995418548584 (0.2114254646141733) | > loss_disc_real_3: 0.2205846607685089 (0.2293629818578635) | > loss_disc_real_4: 0.22484709322452545 (0.23174003741555055) | > loss_disc_real_5: 0.20312167704105377 (0.22119975167579367) | > loss_0: 2.3900227546691895 (2.3674412881574667) | > grad_norm_0: tensor(31.7914, device='cuda:0') (tensor(15.4069, device='cuda:0')) | > loss_gen: 2.5178310871124268 (2.4884202347369015) | > loss_kl: 2.042754888534546 (2.0148998206432864) | > loss_feat: 7.4096293449401855 (7.035236741530408) | > loss_mel: 16.462614059448242 (17.001906043978003) | > loss_duration: 2.1292452812194824 (2.022185006549367) | > loss_1: 30.562074661254883 (30.562647908150485) | > grad_norm_1: tensor(560.4366, device='cuda:0') (tensor(196.0105, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.4436 (0.3864764546816234) | > loader_time: 0.0058 (0.004409233433606458)  --> TIME: 2024-06-12 11:17:21 -- STEP: 294/330 -- GLOBAL_STEP: 415325 | > loss_disc: 2.331393003463745 (2.369958192312798) | > loss_disc_real_0: 0.12922723591327667 (0.11711027901492962) | > loss_disc_real_1: 0.17772820591926575 (0.19663474876053477) | > loss_disc_real_2: 0.19125793874263763 (0.21126357552145617) | > loss_disc_real_3: 0.2205389440059662 (0.2297842220282879) | > loss_disc_real_4: 0.2288605123758316 (0.23173776101701113) | > loss_disc_real_5: 0.21582020819187164 (0.22092235230264204) | > loss_0: 2.331393003463745 (2.369958192312798) | > grad_norm_0: tensor(14.8043, device='cuda:0') (tensor(16.3672, device='cuda:0')) | > loss_gen: 2.4523208141326904 (2.4855710016626897) | > loss_kl: 2.136791229248047 (2.020495048185594) | > loss_feat: 7.389523983001709 (7.021848938092081) | > loss_mel: 16.700510025024414 (16.95664833678683) | > loss_duration: 2.176934242248535 (2.0328468522247003) | > loss_1: 30.8560791015625 (30.51741023290725) | > grad_norm_1: tensor(331.3031, device='cuda:0') (tensor(213.3255, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.48 (0.3922260934803762) | > loader_time: 0.0071 (0.0045634102659160595)  --> TIME: 2024-06-12 11:17:34 -- STEP: 319/330 -- GLOBAL_STEP: 415350 | > loss_disc: 2.4892797470092773 (2.3758346922345295) | > loss_disc_real_0: 0.1648625284433365 (0.11904052474468853) | > loss_disc_real_1: 0.19155772030353546 (0.19735388415734217) | > loss_disc_real_2: 0.18699608743190765 (0.2114068388378359) | > loss_disc_real_3: 0.2632088363170624 (0.2300366737345543) | > loss_disc_real_4: 0.28427478671073914 (0.2320577311198166) | > loss_disc_real_5: 0.2721516489982605 (0.22111579411455826) | > loss_0: 2.4892797470092773 (2.3758346922345295) | > grad_norm_0: tensor(27.8138, device='cuda:0') (tensor(16.6134, device='cuda:0')) | > loss_gen: 2.3049721717834473 (2.479519253614181) | > loss_kl: 2.138488531112671 (2.0245381459173357) | > loss_feat: 7.771390914916992 (7.01855125546829) | > loss_mel: 16.719013214111328 (16.906863116919087) | > loss_duration: 2.226914882659912 (2.0471023205305716) | > loss_1: 31.16077995300293 (30.476574123466275) | > grad_norm_1: tensor(281.2332, device='cuda:0') (tensor(219.4366, device='cuda:0')) | > current_lr_0: 0.0001766966859147217 | > current_lr_1: 0.0001766966859147217 | > step_time: 0.5449 (0.4015882613143205) | > loader_time: 0.0084 (0.004792582652411867)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3250741958618164 (2.3250741958618164) | > loss_disc_real_0: 0.09330025315284729 (0.09330025315284729) | > loss_disc_real_1: 0.1403096616268158 (0.1403096616268158) | > loss_disc_real_2: 0.20804551243782043 (0.20804551243782043) | > loss_disc_real_3: 0.25150173902511597 (0.25150173902511597) | > loss_disc_real_4: 0.26121431589126587 (0.26121431589126587) | > loss_disc_real_5: 0.21117714047431946 (0.21117714047431946) | > loss_0: 2.3250741958618164 (2.3250741958618164) | > loss_gen: 2.3867318630218506 (2.3867318630218506) | > loss_kl: 2.7425479888916016 (2.7425479888916016) | > loss_feat: 7.715752601623535 (7.715752601623535) | > loss_mel: 18.00078010559082 (18.00078010559082) | > loss_duration: 3.068936586380005 (3.068936586380005) | > loss_1: 33.91474914550781 (33.91474914550781)  --> STEP: 1 | > loss_disc: 2.324312448501587 (2.324312448501587) | > loss_disc_real_0: 0.14930790662765503 (0.14930790662765503) | > loss_disc_real_1: 0.24178896844387054 (0.24178896844387054) | > loss_disc_real_2: 0.14363105595111847 (0.14363105595111847) | > loss_disc_real_3: 0.2216411828994751 (0.2216411828994751) | > loss_disc_real_4: 0.21606096625328064 (0.21606096625328064) | > loss_disc_real_5: 0.15478594601154327 (0.15478594601154327) | > loss_0: 2.324312448501587 (2.324312448501587) | > loss_gen: 2.0979421138763428 (2.0979421138763428) | > loss_kl: 3.8587241172790527 (3.8587241172790527) | > loss_feat: 4.9216437339782715 (4.9216437339782715) | > loss_mel: 16.735876083374023 (16.735876083374023) | > loss_duration: 2.607389211654663 (2.607389211654663) | > loss_1: 30.221574783325195 (30.221574783325195)  --> STEP: 2 | > loss_disc: 2.4728240966796875 (2.398568272590637) | > loss_disc_real_0: 0.1253761649131775 (0.13734203577041626) | > loss_disc_real_1: 0.2218373715877533 (0.23181317001581192) | > loss_disc_real_2: 0.10693520307540894 (0.1252831295132637) | > loss_disc_real_3: 0.18124864995479584 (0.20144491642713547) | > loss_disc_real_4: 0.27092257142066956 (0.2434917688369751) | > loss_disc_real_5: 0.2505378723144531 (0.2026619091629982) | > loss_0: 2.4728240966796875 (2.398568272590637) | > loss_gen: 1.974107027053833 (2.036024570465088) | > loss_kl: 2.977530002593994 (3.4181270599365234) | > loss_feat: 5.553711891174316 (5.237677812576294) | > loss_mel: 18.504907608032227 (17.620391845703125) | > loss_duration: 2.4764866828918457 (2.5419379472732544) | > loss_1: 31.486743927001953 (30.854159355163574)  --> STEP: 3 | > loss_disc: 2.296720266342163 (2.364618937174479) | > loss_disc_real_0: 0.07950184494256973 (0.11806197216113408) | > loss_disc_real_1: 0.23837557435035706 (0.23400063812732697) | > loss_disc_real_2: 0.14023832976818085 (0.13026819626490274) | > loss_disc_real_3: 0.17773433029651642 (0.1935413877169291) | > loss_disc_real_4: 0.25225478410720825 (0.24641277392705283) | > loss_disc_real_5: 0.23533275723457336 (0.21355219185352325) | > loss_0: 2.296720266342163 (2.364618937174479) | > loss_gen: 2.446287155151367 (2.172778765360514) | > loss_kl: 3.700144052505493 (3.51213272412618) | > loss_feat: 6.918811798095703 (5.798055807749431) | > loss_mel: 17.119976043701172 (17.45358657836914) | > loss_duration: 2.4910569190979004 (2.5249776045481362) | > loss_1: 32.67627716064453 (31.46153195699056)  --> STEP: 4 | > loss_disc: 2.4190289974212646 (2.3782214522361755) | > loss_disc_real_0: 0.04257560521364212 (0.0991903804242611) | > loss_disc_real_1: 0.21315205097198486 (0.22878849133849144) | > loss_disc_real_2: 0.13576437532901764 (0.13164224103093147) | > loss_disc_real_3: 0.19910624623298645 (0.19493260234594345) | > loss_disc_real_4: 0.28825804591178894 (0.25687409192323685) | > loss_disc_real_5: 0.3068094253540039 (0.23686650022864342) | > loss_0: 2.4190289974212646 (2.3782214522361755) | > loss_gen: 2.113252639770508 (2.1578972339630127) | > loss_kl: 3.846947193145752 (3.595836341381073) | > loss_feat: 7.445767879486084 (6.209983825683594) | > loss_mel: 16.921789169311523 (17.320637226104736) | > loss_duration: 2.3685078620910645 (2.4858601689338684) | > loss_1: 32.696266174316406 (31.77021551132202)  --> STEP: 5 | > loss_disc: 2.896008253097534 (2.4817788124084474) | > loss_disc_real_0: 0.16201502084732056 (0.11175530850887298) | > loss_disc_real_1: 0.19750326871871948 (0.22253144681453704) | > loss_disc_real_2: 0.1603100746870041 (0.137375807762146) | > loss_disc_real_3: 0.2608445882797241 (0.20811499953269957) | > loss_disc_real_4: 0.28963980078697205 (0.26342723369598386) | > loss_disc_real_5: 0.23525476455688477 (0.2365441530942917) | > loss_0: 2.896008253097534 (2.4817788124084474) | > loss_gen: 1.6502578258514404 (2.056369352340698) | > loss_kl: 2.9178757667541504 (3.4602442264556883) | > loss_feat: 4.23183536529541 (5.814354133605957) | > loss_mel: 16.267343521118164 (17.109978485107423) | > loss_duration: 2.457261323928833 (2.4801403999328615) | > loss_1: 27.524574279785156 (30.92108726501465)  --> STEP: 6 | > loss_disc: 2.6834285259246826 (2.5153870979944863) | > loss_disc_real_0: 0.0742955356836319 (0.10551201303799947) | > loss_disc_real_1: 0.23090654611587524 (0.22392729669809341) | > loss_disc_real_2: 0.21441666781902313 (0.15021595110495886) | > loss_disc_real_3: 0.2811788022518158 (0.22029229998588562) | > loss_disc_real_4: 0.2726978063583374 (0.2649723291397095) | > loss_disc_real_5: 0.2638988196849823 (0.2411032641927401) | > loss_0: 2.6834285259246826 (2.5153870979944863) | > loss_gen: 1.9385321140289307 (2.0367298126220703) | > loss_kl: 2.697014808654785 (3.333039323488871) | > loss_feat: 6.1320013999938965 (5.867295344670613) | > loss_mel: 18.120986938476562 (17.278479894002277) | > loss_duration: 2.237443208694458 (2.439690868059794) | > loss_1: 31.125978469848633 (30.955235799153645)  --> STEP: 7 | > loss_disc: 2.4020893573760986 (2.499201706477574) | > loss_disc_real_0: 0.072860948741436 (0.10084757528134755) | > loss_disc_real_1: 0.326447457075119 (0.23857303389481135) | > loss_disc_real_2: 0.10634680837392807 (0.1439489307148116) | > loss_disc_real_3: 0.2500620484352112 (0.22454512119293213) | > loss_disc_real_4: 0.22413396835327148 (0.25913827759878977) | > loss_disc_real_5: 0.21378470957279205 (0.23720061353274755) | > loss_0: 2.4020893573760986 (2.499201706477574) | > loss_gen: 2.3338327407836914 (2.0791730880737305) | > loss_kl: 4.357612133026123 (3.479406867708479) | > loss_feat: 7.036681652069092 (6.034350531441825) | > loss_mel: 16.3196964263916 (17.141510827200754) | > loss_duration: 2.537799596786499 (2.4537064007350375) | > loss_1: 32.58562088012695 (31.188147953578405)  --> STEP: 8 | > loss_disc: 2.3164994716644287 (2.476363927125931) | > loss_disc_real_0: 0.16307082772254944 (0.10862548183649778) | > loss_disc_real_1: 0.24238063395023346 (0.23904898390173912) | > loss_disc_real_2: 0.16286052763462067 (0.14631288032978773) | > loss_disc_real_3: 0.19660818576812744 (0.22105300426483154) | > loss_disc_real_4: 0.24333511292934418 (0.25716288201510906) | > loss_disc_real_5: 0.23425351083278656 (0.23683222569525242) | > loss_0: 2.3164994716644287 (2.476363927125931) | > loss_gen: 2.408670425415039 (2.120360255241394) | > loss_kl: 3.7999978065490723 (3.519480735063553) | > loss_feat: 7.5920305252075195 (6.229060530662537) | > loss_mel: 19.501453399658203 (17.436503648757935) | > loss_duration: 2.3383712768554688 (2.4392895102500916) | > loss_1: 35.640525817871094 (31.74469518661499)  --> STEP: 9 | > loss_disc: 2.7295124530792236 (2.504491541120741) | > loss_disc_real_0: 0.1505882889032364 (0.1132880159550243) | > loss_disc_real_1: 0.28626909852027893 (0.2442956633037991) | > loss_disc_real_2: 0.16493844985961914 (0.14838238805532455) | > loss_disc_real_3: 0.22492167353630066 (0.22148285640610588) | > loss_disc_real_4: 0.2503335177898407 (0.256404063767857) | > loss_disc_real_5: 0.31132200360298157 (0.2451088676850001) | > loss_0: 2.7295124530792236 (2.504491541120741) | > loss_gen: 2.0311388969421387 (2.1104467709859214) | > loss_kl: 3.442201852798462 (3.510894192589654) | > loss_feat: 6.364479064941406 (6.2441070344713) | > loss_mel: 17.656280517578125 (17.460923300849068) | > loss_duration: 2.24006724357605 (2.4171537028418646) | > loss_1: 31.734167098999023 (31.743525399102104)  --> STEP: 10 | > loss_disc: 2.2219889163970947 (2.4762412786483763) | > loss_disc_real_0: 0.08668841421604156 (0.11062805578112603) | > loss_disc_real_1: 0.2043580859899521 (0.2403019055724144) | > loss_disc_real_2: 0.14603301882743835 (0.14814745113253594) | > loss_disc_real_3: 0.19612950086593628 (0.21894752085208893) | > loss_disc_real_4: 0.22646541893482208 (0.25341019928455355) | > loss_disc_real_5: 0.18766430020332336 (0.23936441093683242) | > loss_0: 2.2219889163970947 (2.4762412786483763) | > loss_gen: 2.236268997192383 (2.1230289936065674) | > loss_kl: 3.2124435901641846 (3.481049132347107) | > loss_feat: 6.902115821838379 (6.309907913208008) | > loss_mel: 17.141191482543945 (17.428950119018555) | > loss_duration: 2.4644298553466797 (2.421881318092346) | > loss_1: 31.956449508666992 (31.764817810058595)  --> STEP: 11 | > loss_disc: 2.214979887008667 (2.4524902430447666) | > loss_disc_real_0: 0.16295325756072998 (0.11538489230654457) | > loss_disc_real_1: 0.2146541029214859 (0.23797028714960272) | > loss_disc_real_2: 0.16135406494140625 (0.1493480523878878) | > loss_disc_real_3: 0.20307192206382751 (0.21750428459861063) | > loss_disc_real_4: 0.21268104016780853 (0.24970754845575852) | > loss_disc_real_5: 0.22874097526073456 (0.23839864405718716) | > loss_0: 2.214979887008667 (2.4524902430447666) | > loss_gen: 2.6043944358825684 (2.166789488358931) | > loss_kl: 3.601811647415161 (3.4920275428078393) | > loss_feat: 7.1532206535339355 (6.386572707783092) | > loss_mel: 17.281726837158203 (17.415566184303977) | > loss_duration: 2.5595450401306152 (2.434396201914007) | > loss_1: 33.20069885253906 (31.89535245028409)  --> STEP: 12 | > loss_disc: 2.5081634521484375 (2.4571296771367392) | > loss_disc_real_0: 0.11725262552499771 (0.11554053674141566) | > loss_disc_real_1: 0.2276153266429901 (0.23710737377405167) | > loss_disc_real_2: 0.17919841408729553 (0.1518355825295051) | > loss_disc_real_3: 0.20746545493602753 (0.21666771546006203) | > loss_disc_real_4: 0.2921319901943207 (0.2532429186006387) | > loss_disc_real_5: 0.2593531608581543 (0.2401448537906011) | > loss_0: 2.5081634521484375 (2.4571296771367392) | > loss_gen: 2.180197238922119 (2.1679068009058633) | > loss_kl: 3.137497663497925 (3.4624833861986795) | > loss_feat: 7.169244766235352 (6.451795379320781) | > loss_mel: 16.36625862121582 (17.328123887379963) | > loss_duration: 2.3574728965759277 (2.427985926469167) | > loss_1: 31.210670471191406 (31.838295618693035)  --> STEP: 13 | > loss_disc: 2.404498338699341 (2.453081112641555) | > loss_disc_real_0: 0.048691898584365845 (0.11039833380625798) | > loss_disc_real_1: 0.3352116048336029 (0.24465385308632484) | > loss_disc_real_2: 0.1307869553565979 (0.1502164573623584) | > loss_disc_real_3: 0.2467593401670456 (0.21898245582213768) | > loss_disc_real_4: 0.22694917023181915 (0.25122032257226795) | > loss_disc_real_5: 0.1778072714805603 (0.2353496551513672) | > loss_0: 2.404498338699341 (2.453081112641555) | > loss_gen: 2.2419939041137695 (2.173605808844933) | > loss_kl: 3.6045939922332764 (3.473414971278264) | > loss_feat: 6.7167134284973145 (6.472173690795898) | > loss_mel: 17.491554260253906 (17.340695454524113) | > loss_duration: 2.3638250827789307 (2.4230504769545336) | > loss_1: 32.41868209838867 (31.882940732515774)  --> STEP: 14 | > loss_disc: 2.5895774364471436 (2.4628308500562395) | > loss_disc_real_0: 0.11227497458457947 (0.11053237957613808) | > loss_disc_real_1: 0.1815175712108612 (0.24014411866664886) | > loss_disc_real_2: 0.15170879662036896 (0.15032305302364485) | > loss_disc_real_3: 0.23450042307376862 (0.22009088205439703) | > loss_disc_real_4: 0.2947129011154175 (0.25432693532535006) | > loss_disc_real_5: 0.22666378319263458 (0.23472923572574342) | > loss_0: 2.5895774364471436 (2.4628308500562395) | > loss_gen: 1.9996168613433838 (2.161178026880537) | > loss_kl: 4.306762218475342 (3.532939774649484) | > loss_feat: 6.6162495613098145 (6.482464824404035) | > loss_mel: 17.536178588867188 (17.35465853554862) | > loss_duration: 2.4455628395080566 (2.4246585028512135) | > loss_1: 32.90436935424805 (31.955899919782365)  --> STEP: 15 | > loss_disc: 2.3612115383148193 (2.456056229273478) | > loss_disc_real_0: 0.12920597195625305 (0.11177728573481242) | > loss_disc_real_1: 0.1910180300474167 (0.23686904609203338) | > loss_disc_real_2: 0.1817934364080429 (0.15242107858260473) | > loss_disc_real_3: 0.23413126170635223 (0.22102690736452738) | > loss_disc_real_4: 0.20485137403011322 (0.25102856457233425) | > loss_disc_real_5: 0.14236027002334595 (0.22857130467891693) | > loss_0: 2.3612115383148193 (2.456056229273478) | > loss_gen: 2.097362995147705 (2.156923691431681) | > loss_kl: 3.668874502182007 (3.5420020898183187) | > loss_feat: 7.337123870849609 (6.5394420941670734) | > loss_mel: 17.137147903442383 (17.340157826741535) | > loss_duration: 2.412203550338745 (2.4238281726837156) | > loss_1: 32.652713775634766 (32.00235417683919)  --> STEP: 16 | > loss_disc: 2.56807279586792 (2.463057264685631) | > loss_disc_real_0: 0.15628951787948608 (0.11455930024385452) | > loss_disc_real_1: 0.2682591378688812 (0.23883092682808638) | > loss_disc_real_2: 0.18326213955879211 (0.15434864489361644) | > loss_disc_real_3: 0.23181022703647614 (0.22170086484402418) | > loss_disc_real_4: 0.20316043496131897 (0.24803680647164578) | > loss_disc_real_5: 0.19988824427127838 (0.22677861340343952) | > loss_0: 2.56807279586792 (2.463057264685631) | > loss_gen: 2.043896198272705 (2.1498594731092453) | > loss_kl: 3.308523178100586 (3.5274096578359604) | > loss_feat: 5.559280872344971 (6.478182017803192) | > loss_mel: 14.407807350158691 (17.15688592195511) | > loss_duration: 2.44474458694458 (2.42513544857502) | > loss_1: 27.764251708984375 (31.737472772598267)  --> STEP: 17 | > loss_disc: 2.5845401287078857 (2.4702033155104695) | > loss_disc_real_0: 0.11321941018104553 (0.11448048318133634) | > loss_disc_real_1: 0.21346618235111237 (0.2373388830353232) | > loss_disc_real_2: 0.20794013142585754 (0.1575010852778659) | > loss_disc_real_3: 0.1934126615524292 (0.22003685288569508) | > loss_disc_real_4: 0.25372010469436646 (0.24837111813180582) | > loss_disc_real_5: 0.23293790221214294 (0.22714092450983384) | > loss_0: 2.5845401287078857 (2.4702033155104695) | > loss_gen: 1.986470341682434 (2.1402483477311978) | > loss_kl: 2.8166842460632324 (3.485602280672859) | > loss_feat: 5.0663838386535645 (6.395135066088508) | > loss_mel: 16.397693634033203 (17.11222755207735) | > loss_duration: 2.4654011726379395 (2.427504020578721) | > loss_1: 28.732633590698242 (31.560717526604147)  --> STEP: 18 | > loss_disc: 2.540618896484375 (2.4741152922312417) | > loss_disc_real_0: 0.15563827753067017 (0.1167670273118549) | > loss_disc_real_1: 0.25652894377708435 (0.2384049975209766) | > loss_disc_real_2: 0.15566928684711456 (0.15739931869837973) | > loss_disc_real_3: 0.21082837879657745 (0.2195252709918552) | > loss_disc_real_4: 0.2680889964103699 (0.24946655581394828) | > loss_disc_real_5: 0.32170987129211426 (0.2323947548866272) | > loss_0: 2.540618896484375 (2.4741152922312417) | > loss_gen: 2.4579882621765137 (2.1579005652003818) | > loss_kl: 2.88507342338562 (3.452239566379123) | > loss_feat: 7.729379653930664 (6.469259765413073) | > loss_mel: 16.761234283447266 (17.092727926042343) | > loss_duration: 2.2976274490356445 (2.4202886554929943) | > loss_1: 32.13130187988281 (31.59241665734185)  --> STEP: 19 | > loss_disc: 2.3487319946289062 (2.467516171304803) | > loss_disc_real_0: 0.0630214586853981 (0.11393831317362033) | > loss_disc_real_1: 0.27391770482063293 (0.24027408737885325) | > loss_disc_real_2: 0.14470736682415009 (0.156731321231315) | > loss_disc_real_3: 0.23251990973949432 (0.2202091993469941) | > loss_disc_real_4: 0.2622729539871216 (0.25014057677043106) | > loss_disc_real_5: 0.18638621270656586 (0.22997325266662397) | > loss_0: 2.3487319946289062 (2.467516171304803) | > loss_gen: 2.376190662384033 (2.1693895176837317) | > loss_kl: 2.4115638732910156 (3.3974671614797494) | > loss_feat: 9.973078727722168 (6.65367128974513) | > loss_mel: 18.354339599609375 (17.15912854044061) | > loss_duration: 2.4167332649230957 (2.420101529673526) | > loss_1: 35.53190612792969 (31.79975820842542)  --> STEP: 20 | > loss_disc: 2.55188250541687 (2.4717344880104064) | > loss_disc_real_0: 0.05725983530282974 (0.11110438928008079) | > loss_disc_real_1: 0.15042449533939362 (0.23578160777688026) | > loss_disc_real_2: 0.16109780967235565 (0.15694964565336705) | > loss_disc_real_3: 0.2753153145313263 (0.22296450510621071) | > loss_disc_real_4: 0.2574681043624878 (0.2505069531500339) | > loss_disc_real_5: 0.18866874277591705 (0.22790802717208863) | > loss_0: 2.55188250541687 (2.4717344880104064) | > loss_gen: 1.819775938987732 (2.1519088387489314) | > loss_kl: 2.696547508239746 (3.362421178817749) | > loss_feat: 6.2765703201293945 (6.634816241264343) | > loss_mel: 18.778732299804688 (17.240108728408813) | > loss_duration: 2.3127238750457764 (2.414732646942139) | > loss_1: 31.884349822998047 (31.803987789154053)  --> STEP: 21 | > loss_disc: 2.7417430877685547 (2.4845920403798423) | > loss_disc_real_0: 0.12098531424999237 (0.11157490951674325) | > loss_disc_real_1: 0.3850484788417816 (0.24288955401806606) | > loss_disc_real_2: 0.1839599311351776 (0.15823584972392946) | > loss_disc_real_3: 0.27390700578689575 (0.2253903384719576) | > loss_disc_real_4: 0.27126455307006836 (0.2514954102890832) | > loss_disc_real_5: 0.28499889373779297 (0.2306266398656936) | > loss_0: 2.7417430877685547 (2.4845920403798423) | > loss_gen: 2.299980640411377 (2.1589598769233334) | > loss_kl: 3.0930445194244385 (3.349593718846639) | > loss_feat: 5.891173362731934 (6.599404675619943) | > loss_mel: 15.456947326660156 (17.155196280706498) | > loss_duration: 2.233208656311035 (2.4060886473882768) | > loss_1: 28.974353790283203 (31.669243313017347)  --> STEP: 22 | > loss_disc: 2.5964691638946533 (2.4896773641759697) | > loss_disc_real_0: 0.1410253494977951 (0.11291356587951834) | > loss_disc_real_1: 0.24000389873981476 (0.24275838786905463) | > loss_disc_real_2: 0.1527441293001175 (0.15798622606830162) | > loss_disc_real_3: 0.2369428426027298 (0.22591545229608362) | > loss_disc_real_4: 0.2760954201221466 (0.2526135925542224) | > loss_disc_real_5: 0.2787235379219055 (0.2328128625046123) | > loss_0: 2.5964691638946533 (2.4896773641759697) | > loss_gen: 2.109095335006714 (2.1566933068362144) | > loss_kl: 2.6018590927124023 (3.315605781295083) | > loss_feat: 6.067673683166504 (6.575235085053877) | > loss_mel: 17.91824722290039 (17.189880414442584) | > loss_duration: 2.2507753372192383 (2.399028951471502) | > loss_1: 30.947650909423828 (31.63644365830855)  --> STEP: 23 | > loss_disc: 2.5356974601745605 (2.491678237915039) | > loss_disc_real_0: 0.1333974301815033 (0.1138041686752568) | > loss_disc_real_1: 0.26405853033065796 (0.2436844810195591) | > loss_disc_real_2: 0.17171230912208557 (0.15858301228803134) | > loss_disc_real_3: 0.2709452509880066 (0.22787326963051505) | > loss_disc_real_4: 0.23977641761302948 (0.25205545451330097) | > loss_disc_real_5: 0.23554076254367828 (0.23293146685413693) | > loss_0: 2.5356974601745605 (2.491678237915039) | > loss_gen: 2.2342495918273926 (2.1600653192271353) | > loss_kl: 2.508612632751465 (3.2805191226627515) | > loss_feat: 6.0380754470825195 (6.551880318185558) | > loss_mel: 16.168493270874023 (17.145472277765688) | > loss_duration: 2.3262839317321777 (2.395866124526314) | > loss_1: 29.275714874267578 (31.533803276393723)  --> STEP: 24 | > loss_disc: 2.5964083671569824 (2.49604199330012) | > loss_disc_real_0: 0.10816913843154907 (0.11356937574843566) | > loss_disc_real_1: 0.23673266172409058 (0.24339482188224792) | > loss_disc_real_2: 0.14122885465621948 (0.15785992238670585) | > loss_disc_real_3: 0.19653844833374023 (0.22656765207648277) | > loss_disc_real_4: 0.2718963623046875 (0.25288215900460875) | > loss_disc_real_5: 0.21939900517463684 (0.23236761428415775) | > loss_0: 2.5964083671569824 (2.49604199330012) | > loss_gen: 1.9451963901519775 (2.1511124471823373) | > loss_kl: 2.3747332096099854 (3.2427780429522195) | > loss_feat: 6.075436592102051 (6.532028496265411) | > loss_mel: 17.365825653076172 (17.154653668403625) | > loss_duration: 2.4260289669036865 (2.3971229096253714) | > loss_1: 30.187219619750977 (31.47769562403361)  --> STEP: 25 | > loss_disc: 2.440660238265991 (2.493826723098755) | > loss_disc_real_0: 0.15470093488693237 (0.11521463811397553) | > loss_disc_real_1: 0.3711943030357361 (0.24850680112838744) | > loss_disc_real_2: 0.19675485789775848 (0.15941571980714794) | > loss_disc_real_3: 0.14232030510902405 (0.22319775819778442) | > loss_disc_real_4: 0.14504407346248627 (0.24856863558292386) | > loss_disc_real_5: 0.13872532546520233 (0.22862192273139953) | > loss_0: 2.440660238265991 (2.493826723098755) | > loss_gen: 2.202998638153076 (2.153187894821167) | > loss_kl: 3.880296230316162 (3.2682787704467775) | > loss_feat: 6.624351501464844 (6.535721416473389) | > loss_mel: 14.285518646240234 (17.03988826751709) | > loss_duration: 2.3893351554870605 (2.396811399459839) | > loss_1: 29.38250160217285 (31.39388786315918)  --> STEP: 26 | > loss_disc: 2.3911781311035156 (2.489878700329707) | > loss_disc_real_0: 0.04000294208526611 (0.11232188057440978) | > loss_disc_real_1: 0.15378694236278534 (0.24486372963740274) | > loss_disc_real_2: 0.18626385927200317 (0.1604483405557962) | > loss_disc_real_3: 0.20297974348068237 (0.22242014224712664) | > loss_disc_real_4: 0.19415785372257233 (0.24647591320367956) | > loss_disc_real_5: 0.1805342584848404 (0.22677239718345496) | > loss_0: 2.3911781311035156 (2.489878700329707) | > loss_gen: 1.91579008102417 (2.1440572096751285) | > loss_kl: 2.0563788414001465 (3.221667234714215) | > loss_feat: 10.549113273620605 (6.6900826417482815) | > loss_mel: 18.392593383789062 (17.091915387373703) | > loss_duration: 2.3331756591796875 (2.3943638709875255) | > loss_1: 35.24705123901367 (31.5420864545382) --> EVAL PERFORMANCE | > avg_loader_time: 0.0026230628673846903 (-3.5515198340782886e-05) | > avg_loss_disc: 2.489878700329707 (+0.017672144449674132) | > avg_loss_disc_real_0: 0.11232188057440978 (-0.061461330892947974) | > avg_loss_disc_real_1: 0.24486372963740274 (+0.04868744371029046) | > avg_loss_disc_real_2: 0.1604483405557962 (-0.08304492298227095) | > avg_loss_disc_real_3: 0.22242014224712664 (-0.015483430371834694) | > avg_loss_disc_real_4: 0.24647591320367956 (+0.029180218967107596) | > avg_loss_disc_real_5: 0.22677239718345496 (+0.001041993498802185) | > avg_loss_0: 2.489878700329707 (+0.017672144449674132) | > avg_loss_gen: 2.1440572096751285 (-0.1870314387174754) | > avg_loss_kl: 3.221667234714215 (+0.0696276793113122) | > avg_loss_feat: 6.6900826417482815 (+0.23315462699303247) | > avg_loss_mel: 17.091915387373703 (+0.4149206234858589) | > avg_loss_duration: 2.3943638709875255 (+0.030385622611412533) | > avg_loss_1: 31.5420864545382 (+0.5610572374784013)  > EPOCH: 992/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:17:59)   --> TIME: 2024-06-12 11:18:06 -- STEP: 14/330 -- GLOBAL_STEP: 415375 | > loss_disc: 2.3307511806488037 (2.3040366002491544) | > loss_disc_real_0: 0.09145153313875198 (0.10284253688795227) | > loss_disc_real_1: 0.19676262140274048 (0.19399519796882356) | > loss_disc_real_2: 0.17677056789398193 (0.209241444511073) | > loss_disc_real_3: 0.224079430103302 (0.21958693861961365) | > loss_disc_real_4: 0.20615077018737793 (0.22098660788365773) | > loss_disc_real_5: 0.20086240768432617 (0.21256945495094573) | > loss_0: 2.3307511806488037 (2.3040366002491544) | > grad_norm_0: tensor(11.6199, device='cuda:0') (tensor(12.0472, device='cuda:0')) | > loss_gen: 2.4732158184051514 (2.514397978782654) | > loss_kl: 2.0014712810516357 (1.9730941227504186) | > loss_feat: 7.349619388580322 (6.908284527914865) | > loss_mel: 15.917304992675781 (17.149235452924458) | > loss_duration: 1.9929530620574951 (2.048483499458858) | > loss_1: 29.734561920166016 (30.593494824000768) | > grad_norm_1: tensor(139.5519, device='cuda:0') (tensor(108.0238, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3419 (0.3646598202841623) | > loader_time: 0.0029 (0.0031820195061819895)  --> TIME: 2024-06-12 11:18:15 -- STEP: 39/330 -- GLOBAL_STEP: 415400 | > loss_disc: 2.4035940170288086 (2.327708513308794) | > loss_disc_real_0: 0.10442373901605606 (0.10355154864298992) | > loss_disc_real_1: 0.1650688201189041 (0.1943569886378753) | > loss_disc_real_2: 0.18846692144870758 (0.20861054192750883) | > loss_disc_real_3: 0.20734533667564392 (0.2266655411475744) | > loss_disc_real_4: 0.20720094442367554 (0.22933530807495117) | > loss_disc_real_5: 0.20781299471855164 (0.21967666691694504) | > loss_0: 2.4035940170288086 (2.327708513308794) | > grad_norm_0: tensor(7.0921, device='cuda:0') (tensor(9.6832, device='cuda:0')) | > loss_gen: 2.3369908332824707 (2.5060910078195424) | > loss_kl: 1.916059136390686 (1.9569741212404692) | > loss_feat: 7.2207417488098145 (6.970244322067652) | > loss_mel: 16.46832275390625 (17.03897495758839) | > loss_duration: 1.973738193511963 (1.9908851385116573) | > loss_1: 29.915851593017578 (30.463169146806766) | > grad_norm_1: tensor(72.2341, device='cuda:0') (tensor(88.5417, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3559 (0.3627605499365391) | > loader_time: 0.0033 (0.0034259771689390526)  --> TIME: 2024-06-12 11:18:24 -- STEP: 64/330 -- GLOBAL_STEP: 415425 | > loss_disc: 2.331622838973999 (2.3265639841556545) | > loss_disc_real_0: 0.09024710953235626 (0.10443355876486748) | > loss_disc_real_1: 0.21743270754814148 (0.19569993671029806) | > loss_disc_real_2: 0.20921020209789276 (0.20870638033375144) | > loss_disc_real_3: 0.2406424731016159 (0.22712542861700058) | > loss_disc_real_4: 0.23227614164352417 (0.229268855182454) | > loss_disc_real_5: 0.19506165385246277 (0.2191693086642772) | > loss_0: 2.331622838973999 (2.3265639841556545) | > grad_norm_0: tensor(12.4583, device='cuda:0') (tensor(9.4438, device='cuda:0')) | > loss_gen: 2.3964037895202637 (2.508658021688461) | > loss_kl: 1.9818553924560547 (1.9547625482082367) | > loss_feat: 7.803895473480225 (7.006736509501934) | > loss_mel: 17.872133255004883 (17.067402094602585) | > loss_duration: 1.9721243381500244 (1.977363023906946) | > loss_1: 32.02641296386719 (30.514922082424164) | > grad_norm_1: tensor(123.1038, device='cuda:0') (tensor(90.9339, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3669 (0.3646311052143575) | > loader_time: 0.0035 (0.0035148561000823975)  --> TIME: 2024-06-12 11:18:34 -- STEP: 89/330 -- GLOBAL_STEP: 415450 | > loss_disc: 2.2867813110351562 (2.3367127327436803) | > loss_disc_real_0: 0.10007403790950775 (0.10516235537910729) | > loss_disc_real_1: 0.19364579021930695 (0.1955866820356819) | > loss_disc_real_2: 0.20713090896606445 (0.21059506930662006) | > loss_disc_real_3: 0.22947907447814941 (0.22766013560670145) | > loss_disc_real_4: 0.23427164554595947 (0.23128330054577817) | > loss_disc_real_5: 0.2399825006723404 (0.22138968076598778) | > loss_0: 2.2867813110351562 (2.3367127327436803) | > grad_norm_0: tensor(7.5065, device='cuda:0') (tensor(9.7527, device='cuda:0')) | > loss_gen: 2.5577449798583984 (2.5039751958311256) | > loss_kl: 1.8973217010498047 (1.978476034121567) | > loss_feat: 6.623468399047852 (6.988940372895659) | > loss_mel: 15.893264770507812 (17.065649257617057) | > loss_duration: 1.99618661403656 (1.9722699141234494) | > loss_1: 28.967987060546875 (30.50931069020475) | > grad_norm_1: tensor(125.0653, device='cuda:0') (tensor(112.4437, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3726 (0.3666522181435919) | > loader_time: 0.0045 (0.0036336089787858254)  --> TIME: 2024-06-12 11:18:43 -- STEP: 114/330 -- GLOBAL_STEP: 415475 | > loss_disc: 2.3443310260772705 (2.3395190259866547) | > loss_disc_real_0: 0.07895007729530334 (0.10636295381475959) | > loss_disc_real_1: 0.21333178877830505 (0.1948484499987803) | > loss_disc_real_2: 0.25641122460365295 (0.21038766440592313) | > loss_disc_real_3: 0.24150100350379944 (0.22818636606659806) | > loss_disc_real_4: 0.2605935037136078 (0.23194051220228798) | > loss_disc_real_5: 0.23892061412334442 (0.22152712117684514) | > loss_0: 2.3443310260772705 (2.3395190259866547) | > grad_norm_0: tensor(12.9691, device='cuda:0') (tensor(10.1858, device='cuda:0')) | > loss_gen: 2.5171494483947754 (2.50277537002898) | > loss_kl: 2.0882112979888916 (1.983939018165856) | > loss_feat: 7.042305946350098 (7.01787817687319) | > loss_mel: 17.423446655273438 (17.06195912444802) | > loss_duration: 1.9970853328704834 (1.9746664250106143) | > loss_1: 31.06819725036621 (30.541218054922002) | > grad_norm_1: tensor(180.1176, device='cuda:0') (tensor(122.2527, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3752 (0.367801864941915) | > loader_time: 0.004 (0.0037201956698769017)  --> TIME: 2024-06-12 11:18:53 -- STEP: 139/330 -- GLOBAL_STEP: 415500 | > loss_disc: 2.3484838008880615 (2.3459211768006254) | > loss_disc_real_0: 0.12408486008644104 (0.10872575954246007) | > loss_disc_real_1: 0.21219845116138458 (0.1950639452008035) | > loss_disc_real_2: 0.2463759332895279 (0.21004533896343314) | > loss_disc_real_3: 0.20230019092559814 (0.22855926331856272) | > loss_disc_real_4: 0.22449813783168793 (0.2321111408712195) | > loss_disc_real_5: 0.22353872656822205 (0.22143635218092006) | > loss_0: 2.3484838008880615 (2.3459211768006254) | > grad_norm_0: tensor(22.8881, device='cuda:0') (tensor(10.9379, device='cuda:0')) | > loss_gen: 2.5346767902374268 (2.4992840478746143) | > loss_kl: 2.044116497039795 (1.994573121448215) | > loss_feat: 7.055339813232422 (6.9979275627959545) | > loss_mel: 16.800609588623047 (17.082789105477104) | > loss_duration: 2.051422119140625 (1.980899351963894) | > loss_1: 30.48616600036621 (30.555473162973527) | > grad_norm_1: tensor(392.8705, device='cuda:0') (tensor(140.6299, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3675 (0.36884173214864396) | > loader_time: 0.0048 (0.0038171174714891174) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_415500.pth  --> TIME: 2024-06-12 11:19:08 -- STEP: 164/330 -- GLOBAL_STEP: 415525 | > loss_disc: 2.422199249267578 (2.345553178612779) | > loss_disc_real_0: 0.1083655059337616 (0.109635750853979) | > loss_disc_real_1: 0.21614155173301697 (0.19518478378290097) | > loss_disc_real_2: 0.1984858512878418 (0.21000297976339735) | > loss_disc_real_3: 0.21214255690574646 (0.22826713468970328) | > loss_disc_real_4: 0.23792287707328796 (0.23174239558781065) | > loss_disc_real_5: 0.25895029306411743 (0.22086070532478938) | > loss_0: 2.422199249267578 (2.345553178612779) | > grad_norm_0: tensor(24.8891, device='cuda:0') (tensor(12.0133, device='cuda:0')) | > loss_gen: 2.381171941757202 (2.500054259125779) | > loss_kl: 2.038355588912964 (2.004054507104362) | > loss_feat: 6.954214096069336 (7.019340951268266) | > loss_mel: 17.202165603637695 (17.092281149654877) | > loss_duration: 2.0634403228759766 (1.9855131412424691) | > loss_1: 30.63934898376465 (30.601244007668843) | > grad_norm_1: tensor(287.3953, device='cuda:0') (tensor(157.6154, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.403 (0.3717908423121385) | > loader_time: 0.0046 (0.003915142722246124)  --> TIME: 2024-06-12 11:19:18 -- STEP: 189/330 -- GLOBAL_STEP: 415550 | > loss_disc: 2.365591049194336 (2.349266469793976) | > loss_disc_real_0: 0.11134813725948334 (0.11072935851872283) | > loss_disc_real_1: 0.22612959146499634 (0.19507894471839635) | > loss_disc_real_2: 0.20519626140594482 (0.21023100251873966) | > loss_disc_real_3: 0.21599805355072021 (0.2291567942137441) | > loss_disc_real_4: 0.2590787708759308 (0.23221910394058026) | > loss_disc_real_5: 0.249447762966156 (0.22074507098033946) | > loss_0: 2.365591049194336 (2.349266469793976) | > grad_norm_0: tensor(43.3537, device='cuda:0') (tensor(13.3068, device='cuda:0')) | > loss_gen: 2.5375864505767822 (2.500743708282553) | > loss_kl: 2.108046770095825 (2.0096721270727733) | > loss_feat: 7.158316612243652 (6.994404202415829) | > loss_mel: 16.753494262695312 (17.041482047429174) | > loss_duration: 2.0772531032562256 (1.9938753319795801) | > loss_1: 30.63469696044922 (30.540177471423274) | > grad_norm_1: tensor(483.0894, device='cuda:0') (tensor(181.5342, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3875 (0.374369298339521) | > loader_time: 0.0049 (0.0040241069894619095)  --> TIME: 2024-06-12 11:19:30 -- STEP: 214/330 -- GLOBAL_STEP: 415575 | > loss_disc: 2.3664517402648926 (2.349781307104591) | > loss_disc_real_0: 0.09975875914096832 (0.11143409173552678) | > loss_disc_real_1: 0.2139928787946701 (0.195286663266543) | > loss_disc_real_2: 0.24242590367794037 (0.2106232575584795) | > loss_disc_real_3: 0.24401049315929413 (0.22911878640406602) | > loss_disc_real_4: 0.23074151575565338 (0.23222833725615083) | > loss_disc_real_5: 0.2537575364112854 (0.22049104227362393) | > loss_0: 2.3664517402648926 (2.349781307104591) | > grad_norm_0: tensor(24.0866, device='cuda:0') (tensor(14.6576, device='cuda:0')) | > loss_gen: 2.493516206741333 (2.50265276543448) | > loss_kl: 2.0434274673461914 (2.0146659517956675) | > loss_feat: 6.44826078414917 (7.003038878752807) | > loss_mel: 16.519365310668945 (17.004216425886785) | > loss_duration: 2.1158463954925537 (2.0021537102271467) | > loss_1: 29.62041664123535 (30.526727792258576) | > grad_norm_1: tensor(384.8335, device='cuda:0') (tensor(198.6681, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.3983 (0.37707210924023793) | > loader_time: 0.2301 (0.014190901105649)  --> TIME: 2024-06-12 11:19:41 -- STEP: 239/330 -- GLOBAL_STEP: 415600 | > loss_disc: 2.451200246810913 (2.3533498552553813) | > loss_disc_real_0: 0.09473708271980286 (0.11281203024993382) | > loss_disc_real_1: 0.21896077692508698 (0.19540860002010946) | > loss_disc_real_2: 0.22567644715309143 (0.21084445652602607) | > loss_disc_real_3: 0.261069118976593 (0.22901919103815968) | > loss_disc_real_4: 0.2544281482696533 (0.23214580455335115) | > loss_disc_real_5: 0.2361345738172531 (0.21998185860811417) | > loss_0: 2.451200246810913 (2.3533498552553813) | > grad_norm_0: tensor(26.6113, device='cuda:0') (tensor(15.6488, device='cuda:0')) | > loss_gen: 2.4164230823516846 (2.49820565179801) | > loss_kl: 2.101935386657715 (2.018326238109478) | > loss_feat: 6.906464576721191 (6.991302599966775) | > loss_mel: 16.50714111328125 (16.97510028184707) | > loss_duration: 2.062206268310547 (2.0113332416223186) | > loss_1: 29.994171142578125 (30.49426801833149) | > grad_norm_1: tensor(437.8276, device='cuda:0') (tensor(214.0541, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.4139 (0.38021962413229216) | > loader_time: 0.0053 (0.01590930068842037)  --> TIME: 2024-06-12 11:19:52 -- STEP: 264/330 -- GLOBAL_STEP: 415625 | > loss_disc: 2.3245842456817627 (2.356025154843474) | > loss_disc_real_0: 0.11646565049886703 (0.11440804937967297) | > loss_disc_real_1: 0.2120036780834198 (0.1954872654468725) | > loss_disc_real_2: 0.20451976358890533 (0.21071633318382682) | > loss_disc_real_3: 0.2243005782365799 (0.22920723451357905) | > loss_disc_real_4: 0.23619148135185242 (0.23259136656468565) | > loss_disc_real_5: 0.22172655165195465 (0.22093694713531117) | > loss_0: 2.3245842456817627 (2.356025154843474) | > grad_norm_0: tensor(29.0989, device='cuda:0') (tensor(16.4925, device='cuda:0')) | > loss_gen: 2.4168782234191895 (2.496350984681737) | > loss_kl: 2.0235114097595215 (2.0201605734500037) | > loss_feat: 6.90859317779541 (6.9987929373076465) | > loss_mel: 16.96851921081543 (16.938545357097276) | > loss_duration: 2.145305871963501 (2.0198522106264583) | > loss_1: 30.462806701660156 (30.47370206226002) | > grad_norm_1: tensor(395.6841, device='cuda:0') (tensor(224.5597, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.4545 (0.3843748930728798) | > loader_time: 0.0056 (0.01493605158545754)  --> TIME: 2024-06-12 11:20:03 -- STEP: 289/330 -- GLOBAL_STEP: 415650 | > loss_disc: 2.474454402923584 (2.3582839817324306) | > loss_disc_real_0: 0.08984477818012238 (0.11512705971161387) | > loss_disc_real_1: 0.24740420281887054 (0.19596525387367997) | > loss_disc_real_2: 0.1829700469970703 (0.21090662917670078) | > loss_disc_real_3: 0.2885349988937378 (0.2292850418177443) | > loss_disc_real_4: 0.29061782360076904 (0.2325498110592159) | > loss_disc_real_5: 0.280787855386734 (0.22115004846381478) | > loss_0: 2.474454402923584 (2.3582839817324306) | > grad_norm_0: tensor(43.1047, device='cuda:0') (tensor(17.4119, device='cuda:0')) | > loss_gen: 2.5647120475769043 (2.494827971738928) | > loss_kl: 2.022160053253174 (2.0218568178196694) | > loss_feat: 6.36777400970459 (6.990663249599892) | > loss_mel: 15.636974334716797 (16.890043360964235) | > loss_duration: 2.1834373474121094 (2.0303047664437743) | > loss_1: 28.77505874633789 (30.427696175228764) | > grad_norm_1: tensor(588.8075, device='cuda:0') (tensor(239.8341, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.4553 (0.38961715929235974) | > loader_time: 0.0072 (0.014181922463809742)  --> TIME: 2024-06-12 11:20:16 -- STEP: 314/330 -- GLOBAL_STEP: 415675 | > loss_disc: 2.447843074798584 (2.3621720963982256) | > loss_disc_real_0: 0.1408788412809372 (0.11687948947452056) | > loss_disc_real_1: 0.2500699758529663 (0.19647863583200295) | > loss_disc_real_2: 0.2155458629131317 (0.21129438765109715) | > loss_disc_real_3: 0.23343096673488617 (0.22923280721067624) | > loss_disc_real_4: 0.22455507516860962 (0.23237281586903674) | > loss_disc_real_5: 0.20941439270973206 (0.22075581878044043) | > loss_0: 2.447843074798584 (2.3621720963982256) | > grad_norm_0: tensor(14.9729, device='cuda:0') (tensor(18.6242, device='cuda:0')) | > loss_gen: 2.5108208656311035 (2.4935829191450862) | > loss_kl: 2.0632243156433105 (2.027459896673825) | > loss_feat: 7.964651107788086 (6.993602769390034) | > loss_mel: 16.5214786529541 (16.848660596616707) | > loss_duration: 2.228851795196533 (2.0434317835576983) | > loss_1: 31.289026260375977 (30.406737965383346) | > grad_norm_1: tensor(487.3052, device='cuda:0') (tensor(253.6164, device='cuda:0')) | > current_lr_0: 0.00017667459882898234 | > current_lr_1: 0.00017667459882898234 | > step_time: 0.5094 (0.3974175407628345) | > loader_time: 0.0075 (0.013626925504890976)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.7821731567382812 (2.7821731567382812) | > loss_disc_real_0: 0.14535164833068848 (0.14535164833068848) | > loss_disc_real_1: 0.23881404101848602 (0.23881404101848602) | > loss_disc_real_2: 0.3012891709804535 (0.3012891709804535) | > loss_disc_real_3: 0.27813565731048584 (0.27813565731048584) | > loss_disc_real_4: 0.29554837942123413 (0.29554837942123413) | > loss_disc_real_5: 0.2925713062286377 (0.2925713062286377) | > loss_0: 2.7821731567382812 (2.7821731567382812) | > loss_gen: 2.07854962348938 (2.07854962348938) | > loss_kl: 2.6105055809020996 (2.6105055809020996) | > loss_feat: 4.204488754272461 (4.204488754272461) | > loss_mel: 14.617856979370117 (14.617856979370117) | > loss_duration: 3.1535675525665283 (3.1535675525665283) | > loss_1: 26.66497039794922 (26.66497039794922)  --> STEP: 1 | > loss_disc: 2.1875855922698975 (2.1875855922698975) | > loss_disc_real_0: 0.09446537494659424 (0.09446537494659424) | > loss_disc_real_1: 0.11848197877407074 (0.11848197877407074) | > loss_disc_real_2: 0.22082509100437164 (0.22082509100437164) | > loss_disc_real_3: 0.2002486288547516 (0.2002486288547516) | > loss_disc_real_4: 0.19164180755615234 (0.19164180755615234) | > loss_disc_real_5: 0.21077995002269745 (0.21077995002269745) | > loss_0: 2.1875855922698975 (2.1875855922698975) | > loss_gen: 2.396594285964966 (2.396594285964966) | > loss_kl: 3.4019386768341064 (3.4019386768341064) | > loss_feat: 6.464694023132324 (6.464694023132324) | > loss_mel: 18.231918334960938 (18.231918334960938) | > loss_duration: 2.468883514404297 (2.468883514404297) | > loss_1: 32.964027404785156 (32.964027404785156)  --> STEP: 2 | > loss_disc: 2.2959651947021484 (2.241775393486023) | > loss_disc_real_0: 0.05264890938997269 (0.07355714216828346) | > loss_disc_real_1: 0.23211562633514404 (0.1752988025546074) | > loss_disc_real_2: 0.24129050970077515 (0.2310578003525734) | > loss_disc_real_3: 0.22567357122898102 (0.2129611000418663) | > loss_disc_real_4: 0.22450877726078033 (0.20807529240846634) | > loss_disc_real_5: 0.2021590620279312 (0.20646950602531433) | > loss_0: 2.2959651947021484 (2.241775393486023) | > loss_gen: 2.2075095176696777 (2.3020519018173218) | > loss_kl: 3.036397933959961 (3.2191683053970337) | > loss_feat: 5.814849376678467 (6.1397716999053955) | > loss_mel: 17.79923439025879 (18.015576362609863) | > loss_duration: 2.5069000720977783 (2.4878917932510376) | > loss_1: 31.364892959594727 (32.16446018218994)  --> STEP: 3 | > loss_disc: 2.373427629470825 (2.2856594721476235) | > loss_disc_real_0: 0.10641428828239441 (0.08450952420632045) | > loss_disc_real_1: 0.1594516932964325 (0.17001643280188242) | > loss_disc_real_2: 0.16695718467235565 (0.20969092845916748) | > loss_disc_real_3: 0.2981579601764679 (0.24136005342006683) | > loss_disc_real_4: 0.2110195755958557 (0.20905672013759613) | > loss_disc_real_5: 0.22306594252586365 (0.21200165152549744) | > loss_0: 2.373427629470825 (2.2856594721476235) | > loss_gen: 2.1343863010406494 (2.2461633682250977) | > loss_kl: 3.237581968307495 (3.225306193033854) | > loss_feat: 5.883772373199463 (6.054438591003418) | > loss_mel: 15.396137237548828 (17.14242998758952) | > loss_duration: 2.408912181854248 (2.4615652561187744) | > loss_1: 29.060789108276367 (31.129903157552082)  --> STEP: 4 | > loss_disc: 2.1541941165924072 (2.2527931332588196) | > loss_disc_real_0: 0.1072317510843277 (0.09019008092582226) | > loss_disc_real_1: 0.19396117329597473 (0.1760026179254055) | > loss_disc_real_2: 0.16550184786319733 (0.19864365831017494) | > loss_disc_real_3: 0.22748062014579773 (0.23789019510149956) | > loss_disc_real_4: 0.20187556743621826 (0.20726143196225166) | > loss_disc_real_5: 0.22768408060073853 (0.2159222587943077) | > loss_0: 2.1541941165924072 (2.2527931332588196) | > loss_gen: 2.5678231716156006 (2.3265783190727234) | > loss_kl: 4.216113567352295 (3.4730080366134644) | > loss_feat: 8.946310043334961 (6.777406454086304) | > loss_mel: 18.158252716064453 (17.396385669708252) | > loss_duration: 2.4632046222686768 (2.46197509765625) | > loss_1: 36.35170364379883 (32.43535327911377)  --> STEP: 5 | > loss_disc: 2.508159875869751 (2.303866481781006) | > loss_disc_real_0: 0.16425225138664246 (0.1050025150179863) | > loss_disc_real_1: 0.2365323305130005 (0.1881085604429245) | > loss_disc_real_2: 0.1757134646177292 (0.1940576195716858) | > loss_disc_real_3: 0.2070615589618683 (0.23172446787357331) | > loss_disc_real_4: 0.20769989490509033 (0.20734912455081939) | > loss_disc_real_5: 0.24302832782268524 (0.22134347259998322) | > loss_0: 2.508159875869751 (2.303866481781006) | > loss_gen: 2.177917242050171 (2.296846103668213) | > loss_kl: 2.5149269104003906 (3.28139181137085) | > loss_feat: 5.288298606872559 (6.479584884643555) | > loss_mel: 18.358097076416016 (17.588727951049805) | > loss_duration: 2.3510007858276367 (2.4397802352905273) | > loss_1: 30.690242767333984 (32.08633117675781)  --> STEP: 6 | > loss_disc: 2.494201898574829 (2.335589051246643) | > loss_disc_real_0: 0.09192319214344025 (0.10282262787222862) | > loss_disc_real_1: 0.23082004487514496 (0.1952271411816279) | > loss_disc_real_2: 0.23995976150035858 (0.2017079765597979) | > loss_disc_real_3: 0.2180156260728836 (0.2294396609067917) | > loss_disc_real_4: 0.2653333246707916 (0.2170131579041481) | > loss_disc_real_5: 0.2419949173927307 (0.22478538006544113) | > loss_0: 2.494201898574829 (2.335589051246643) | > loss_gen: 2.1962785720825195 (2.2800848484039307) | > loss_kl: 3.507707118988037 (3.3191110293070474) | > loss_feat: 5.679999828338623 (6.3463207085927325) | > loss_mel: 17.709949493408203 (17.60893154144287) | > loss_duration: 2.2335424423217773 (2.405407269795736) | > loss_1: 31.327476501464844 (31.959855397542317)  --> STEP: 7 | > loss_disc: 2.2349772453308105 (2.32121593611581) | > loss_disc_real_0: 0.13793101906776428 (0.10783811232873372) | > loss_disc_real_1: 0.21427728235721588 (0.19794858992099762) | > loss_disc_real_2: 0.23297591507434845 (0.20617482491901942) | > loss_disc_real_3: 0.2333163470029831 (0.2299934732062476) | > loss_disc_real_4: 0.2162693589925766 (0.21690690091678075) | > loss_disc_real_5: 0.21150074899196625 (0.2228875756263733) | > loss_0: 2.2349772453308105 (2.32121593611581) | > loss_gen: 2.5612940788269043 (2.3202575956072127) | > loss_kl: 4.594909191131592 (3.501367909567697) | > loss_feat: 6.869163990020752 (6.421012605939593) | > loss_mel: 17.706912994384766 (17.622928891863143) | > loss_duration: 2.6144115924835205 (2.4352650301797047) | > loss_1: 34.3466911315918 (32.30083193097796)  --> STEP: 8 | > loss_disc: 2.3904051780700684 (2.329864591360092) | > loss_disc_real_0: 0.10809294134378433 (0.10786996595561504) | > loss_disc_real_1: 0.1856679469347 (0.19641350954771042) | > loss_disc_real_2: 0.17955951392650604 (0.20284791104495525) | > loss_disc_real_3: 0.2375025451183319 (0.23093210719525814) | > loss_disc_real_4: 0.19923226535320282 (0.2146975714713335) | > loss_disc_real_5: 0.1986956149339676 (0.21986358053982258) | > loss_0: 2.3904051780700684 (2.329864591360092) | > loss_gen: 2.107923746109009 (2.293715864419937) | > loss_kl: 3.3816380500793457 (3.486401677131653) | > loss_feat: 8.648405075073242 (6.699436664581299) | > loss_mel: 18.790390014648438 (17.768861532211304) | > loss_duration: 2.2808642387390137 (2.4159649312496185) | > loss_1: 35.20922088623047 (32.66438055038452)  --> STEP: 9 | > loss_disc: 2.0272393226623535 (2.296239561504788) | > loss_disc_real_0: 0.10299389064311981 (0.10732817980978224) | > loss_disc_real_1: 0.15807807445526123 (0.1921540167596605) | > loss_disc_real_2: 0.154832661151886 (0.19751288327905867) | > loss_disc_real_3: 0.21172362565994263 (0.22879783146911198) | > loss_disc_real_4: 0.20443810522556305 (0.213557630777359) | > loss_disc_real_5: 0.18120813369750977 (0.2155685308906767) | > loss_0: 2.0272393226623535 (2.296239561504788) | > loss_gen: 2.70682954788208 (2.33961738480462) | > loss_kl: 2.622152090072632 (3.390373945236206) | > loss_feat: 13.640689849853516 (7.470687018500434) | > loss_mel: 18.155668258666992 (17.811840057373047) | > loss_duration: 2.203390121459961 (2.3923455079396567) | > loss_1: 39.32872772216797 (33.40486356947157)  --> STEP: 10 | > loss_disc: 2.7054898738861084 (2.33716459274292) | > loss_disc_real_0: 0.22784149646759033 (0.11937951147556305) | > loss_disc_real_1: 0.2466391921043396 (0.1976025342941284) | > loss_disc_real_2: 0.2540334165096283 (0.20316493660211563) | > loss_disc_real_3: 0.23301585018634796 (0.22921963334083556) | > loss_disc_real_4: 0.2664174437522888 (0.21884361207485198) | > loss_disc_real_5: 0.3179362714290619 (0.22580530494451523) | > loss_0: 2.7054898738861084 (2.33716459274292) | > loss_gen: 2.2509355545043945 (2.330749201774597) | > loss_kl: 2.808924674987793 (3.3322290182113647) | > loss_feat: 3.81097674369812 (7.1047159910202025) | > loss_mel: 14.904155731201172 (17.52107162475586) | > loss_duration: 2.4648666381835938 (2.3995976209640504) | > loss_1: 26.23986053466797 (32.688363265991214)  --> STEP: 11 | > loss_disc: 2.520387649536133 (2.3538212342695757) | > loss_disc_real_0: 0.09733246266841888 (0.11737523431127722) | > loss_disc_real_1: 0.153400719165802 (0.19358418746428055) | > loss_disc_real_2: 0.22816453874111176 (0.20543762770566074) | > loss_disc_real_3: 0.27597758173942566 (0.23347035592252557) | > loss_disc_real_4: 0.2434830665588379 (0.22108356248248706) | > loss_disc_real_5: 0.2545320987701416 (0.22841683165593582) | > loss_0: 2.520387649536133 (2.3538212342695757) | > loss_gen: 2.1469016075134277 (2.3140357841144907) | > loss_kl: 4.049473285675049 (3.397433042526245) | > loss_feat: 6.097014904022217 (7.013106801293113) | > loss_mel: 16.80862808227539 (17.456304029984906) | > loss_duration: 2.5191116333007812 (2.4104625311764805) | > loss_1: 31.621129989624023 (32.59134205904874)  --> STEP: 12 | > loss_disc: 2.683457374572754 (2.381290912628174) | > loss_disc_real_0: 0.13094255328178406 (0.11850584422548611) | > loss_disc_real_1: 0.21831482648849487 (0.19564507404963175) | > loss_disc_real_2: 0.27901142835617065 (0.2115687777598699) | > loss_disc_real_3: 0.31890761852264404 (0.24059012780586878) | > loss_disc_real_4: 0.24950827658176422 (0.22345228865742683) | > loss_disc_real_5: 0.27962517738342285 (0.23268419379989305) | > loss_0: 2.683457374572754 (2.381290912628174) | > loss_gen: 2.165205478668213 (2.3016332586606345) | > loss_kl: 2.3022966384887695 (3.3061716755231223) | > loss_feat: 6.035558223724365 (6.931644419829051) | > loss_mel: 16.25640869140625 (17.35631275177002) | > loss_duration: 2.27888822555542 (2.399498005708059) | > loss_1: 29.03835678100586 (32.295259952545166)  --> STEP: 13 | > loss_disc: 2.4463913440704346 (2.3862986381237326) | > loss_disc_real_0: 0.08498302102088928 (0.11592716551744021) | > loss_disc_real_1: 0.2469182163476944 (0.1995891619187135) | > loss_disc_real_2: 0.20493869483470917 (0.21105877138101137) | > loss_disc_real_3: 0.3029627203941345 (0.24538801954342768) | > loss_disc_real_4: 0.1806522011756897 (0.22015997423575476) | > loss_disc_real_5: 0.17972643673419952 (0.2286105201794551) | > loss_0: 2.4463913440704346 (2.3862986381237326) | > loss_gen: 2.323362350463867 (2.303304727260883) | > loss_kl: 4.063587188720703 (3.3644344073075514) | > loss_feat: 8.43317985534668 (7.047147145638099) | > loss_mel: 18.168415069580078 (17.418782160832333) | > loss_duration: 2.3415095806121826 (2.3950373576237607) | > loss_1: 35.330055236816406 (32.52870574364295)  --> STEP: 14 | > loss_disc: 2.469719171524048 (2.3922572476523265) | > loss_disc_real_0: 0.12400796264410019 (0.11650436531220164) | > loss_disc_real_1: 0.2023518979549408 (0.19978650020701544) | > loss_disc_real_2: 0.17378172278404236 (0.20839612505265645) | > loss_disc_real_3: 0.25665900111198425 (0.24619308965546743) | > loss_disc_real_4: 0.2328057587146759 (0.2210632445556777) | > loss_disc_real_5: 0.2309563308954239 (0.2287780780877386) | > loss_0: 2.469719171524048 (2.3922572476523265) | > loss_gen: 2.1104273796081543 (2.2895277738571167) | > loss_kl: 3.9760944843292236 (3.4081244128090993) | > loss_feat: 7.035191535949707 (7.046293173517499) | > loss_mel: 17.762365341186523 (17.443323816571915) | > loss_duration: 2.4412903785705566 (2.3983411448342458) | > loss_1: 33.32537078857422 (32.58561038970947)  --> STEP: 15 | > loss_disc: 2.4794700145721436 (2.3980714321136474) | > loss_disc_real_0: 0.1310499757528305 (0.11747407267491022) | > loss_disc_real_1: 0.2115691751241684 (0.20057201186815898) | > loss_disc_real_2: 0.1656050831079483 (0.20554338892300925) | > loss_disc_real_3: 0.23722964525222778 (0.24559552669525148) | > loss_disc_real_4: 0.22983770072460175 (0.22164820830027263) | > loss_disc_real_5: 0.2081599235534668 (0.22740353445212047) | > loss_0: 2.4794700145721436 (2.3980714321136474) | > loss_gen: 2.0847866535186768 (2.275878365834554) | > loss_kl: 3.3622918128967285 (3.4050689061482746) | > loss_feat: 6.466393947601318 (7.0076332251230875) | > loss_mel: 17.005626678466797 (17.414144007364907) | > loss_duration: 2.4600486755371094 (2.402454980214437) | > loss_1: 31.379148483276367 (32.50517959594727)  --> STEP: 16 | > loss_disc: 2.509476661682129 (2.4050342589616776) | > loss_disc_real_0: 0.10976498574018478 (0.11699225474148989) | > loss_disc_real_1: 0.1957479864358902 (0.20027051027864218) | > loss_disc_real_2: 0.2717878818511963 (0.20968366973102093) | > loss_disc_real_3: 0.2974379062652588 (0.24883567541837692) | > loss_disc_real_4: 0.19811826944351196 (0.22017758712172508) | > loss_disc_real_5: 0.1709127575159073 (0.22387286089360714) | > loss_0: 2.509476661682129 (2.4050342589616776) | > loss_gen: 2.183448314666748 (2.270101487636566) | > loss_kl: 3.035001516342163 (3.3819396942853928) | > loss_feat: 7.368406772613525 (7.03018157184124) | > loss_mel: 15.851136207580566 (17.316456019878387) | > loss_duration: 2.4169883728027344 (2.4033633172512054) | > loss_1: 30.85498046875 (32.40204215049744)  --> STEP: 17 | > loss_disc: 2.7188448905944824 (2.423493707881254) | > loss_disc_real_0: 0.17071178555488586 (0.12015222714227788) | > loss_disc_real_1: 0.31348228454589844 (0.2069300264120102) | > loss_disc_real_2: 0.2537981867790222 (0.21227864132207983) | > loss_disc_real_3: 0.3263309895992279 (0.2533942233113682) | > loss_disc_real_4: 0.2922462821006775 (0.224416922120487) | > loss_disc_real_5: 0.3257407248020172 (0.22986508818233714) | > loss_0: 2.7188448905944824 (2.423493707881254) | > loss_gen: 2.3813467025756836 (2.2766453238094555) | > loss_kl: 2.890767812728882 (3.3530472306644215) | > loss_feat: 6.5031609535217285 (6.999180358998916) | > loss_mel: 16.194812774658203 (17.25047700545367) | > loss_duration: 2.464970827102661 (2.406987288418938) | > loss_1: 30.435060501098633 (32.286337347591626)  --> STEP: 18 | > loss_disc: 2.802788019180298 (2.4445656140645347) | > loss_disc_real_0: 0.06593562662601471 (0.11714019378026326) | > loss_disc_real_1: 0.21521705389022827 (0.20739041682746676) | > loss_disc_real_2: 0.22896558046340942 (0.21320569349659813) | > loss_disc_real_3: 0.2736261785030365 (0.2545182208220164) | > loss_disc_real_4: 0.22593817114830017 (0.2245014359553655) | > loss_disc_real_5: 0.22831612825393677 (0.22977903485298157) | > loss_0: 2.802788019180298 (2.4445656140645347) | > loss_gen: 1.7394797801971436 (2.2468027936087713) | > loss_kl: 3.906367778778076 (3.38378726111518) | > loss_feat: 4.143191814422607 (6.840514328744677) | > loss_mel: 14.728646278381348 (17.110375298394096) | > loss_duration: 2.313032627105713 (2.4017675850126476) | > loss_1: 26.830717086791992 (31.983247333102756)  --> STEP: 19 | > loss_disc: 2.464637041091919 (2.4456220049607125) | > loss_disc_real_0: 0.06930752843618393 (0.1146226850779433) | > loss_disc_real_1: 0.1761460155248642 (0.20574597465364555) | > loss_disc_real_2: 0.2112383246421814 (0.21310214776741832) | > loss_disc_real_3: 0.2354927808046341 (0.2535168818737331) | > loss_disc_real_4: 0.21935395896434784 (0.22423051611373299) | > loss_disc_real_5: 0.15985488891601562 (0.22609881664577283) | > loss_0: 2.464637041091919 (2.4456220049607125) | > loss_gen: 2.082937240600586 (2.2381782908188668) | > loss_kl: 2.3438003063201904 (3.3290511055996546) | > loss_feat: 6.159952640533447 (6.804695292523033) | > loss_mel: 17.561006546020508 (17.134092732479697) | > loss_duration: 2.4388294219970703 (2.403718208011828) | > loss_1: 30.586524963378906 (31.90973562943308)  --> STEP: 20 | > loss_disc: 2.4139657020568848 (2.444039189815521) | > loss_disc_real_0: 0.14110422134399414 (0.11594676189124584) | > loss_disc_real_1: 0.15972456336021423 (0.203444904088974) | > loss_disc_real_2: 0.24085408449172974 (0.21448974460363388) | > loss_disc_real_3: 0.23996391892433167 (0.25283923372626305) | > loss_disc_real_4: 0.2108164131641388 (0.22355981096625327) | > loss_disc_real_5: 0.20185698568820953 (0.22488672509789467) | > loss_0: 2.4139657020568848 (2.444039189815521) | > loss_gen: 2.079098701477051 (2.230224311351776) | > loss_kl: 2.193099021911621 (3.2722535014152525) | > loss_feat: 5.490415096282959 (6.738981282711029) | > loss_mel: 18.86688232421875 (17.22073221206665) | > loss_duration: 2.3616232872009277 (2.401613461971283) | > loss_1: 30.991117477416992 (31.863804721832274)  --> STEP: 21 | > loss_disc: 2.6727561950683594 (2.454930475779942) | > loss_disc_real_0: 0.10641689598560333 (0.11549295875288192) | > loss_disc_real_1: 0.23607513308525085 (0.20499872451736814) | > loss_disc_real_2: 0.2503528594970703 (0.2161975119795118) | > loss_disc_real_3: 0.25258588790893555 (0.2528271696397236) | > loss_disc_real_4: 0.22456033527851105 (0.2236074549811227) | > loss_disc_real_5: 0.2849099934101105 (0.22774497596990495) | > loss_0: 2.6727561950683594 (2.454930475779942) | > loss_gen: 1.9352046251296997 (2.2161757548650107) | > loss_kl: 2.6201677322387695 (3.2412017981211343) | > loss_feat: 4.326927185058594 (6.624121563775199) | > loss_mel: 14.87039852142334 (17.108811560131254) | > loss_duration: 2.2360527515411377 (2.3937296186174666) | > loss_1: 25.988752365112305 (31.58404032389323)  --> STEP: 22 | > loss_disc: 2.2794647216796875 (2.446954759684476) | > loss_disc_real_0: 0.10972775518894196 (0.1152309040454301) | > loss_disc_real_1: 0.17566177248954773 (0.20366522669792175) | > loss_disc_real_2: 0.23003341257572174 (0.2168264165520668) | > loss_disc_real_3: 0.18797658383846283 (0.24987941573966632) | > loss_disc_real_4: 0.15640847384929657 (0.22055295583876697) | > loss_disc_real_5: 0.15168443322181702 (0.2242876785722646) | > loss_0: 2.2794647216796875 (2.446954759684476) | > loss_gen: 2.168057918548584 (2.213988580486991) | > loss_kl: 2.17002010345459 (3.192511721090837) | > loss_feat: 8.514461517333984 (6.71004610711878) | > loss_mel: 19.229055404663086 (17.205186280337248) | > loss_duration: 2.234645366668701 (2.386498516256159) | > loss_1: 34.31623840332031 (31.70823114568537)  --> STEP: 23 | > loss_disc: 2.6654558181762695 (2.4564548057058584) | > loss_disc_real_0: 0.23444494605064392 (0.1204141232630481) | > loss_disc_real_1: 0.21340756118297577 (0.20408880645814148) | > loss_disc_real_2: 0.2503991723060608 (0.21828610158484915) | > loss_disc_real_3: 0.2410900741815567 (0.24949727045453113) | > loss_disc_real_4: 0.21277666091918945 (0.2202148560596549) | > loss_disc_real_5: 0.22460263967514038 (0.22430137253325919) | > loss_0: 2.6654558181762695 (2.4564548057058584) | > loss_gen: 2.0642340183258057 (2.2074775125669395) | > loss_kl: 2.8513691425323486 (3.1776794350665547) | > loss_feat: 5.056293964385986 (6.638143840043441) | > loss_mel: 15.723917961120605 (17.140783309936523) | > loss_duration: 2.3107612133026123 (2.3832055900407876) | > loss_1: 28.006574630737305 (31.547289558078933)  --> STEP: 24 | > loss_disc: 2.6734275817871094 (2.4654953380425773) | > loss_disc_real_0: 0.1578255146741867 (0.1219729312385122) | > loss_disc_real_1: 0.20085029304027557 (0.20395386839906374) | > loss_disc_real_2: 0.19990192353725433 (0.21752009416619936) | > loss_disc_real_3: 0.2670653760433197 (0.250229274854064) | > loss_disc_real_4: 0.2638314962387085 (0.22203221606711546) | > loss_disc_real_5: 0.269034206867218 (0.22616524063050747) | > loss_0: 2.6734275817871094 (2.4654953380425773) | > loss_gen: 2.015925884246826 (2.199496194720268) | > loss_kl: 2.7431609630584717 (3.159574498732885) | > loss_feat: 4.62037467956543 (6.554070125023524) | > loss_mel: 16.880319595336914 (17.12993065516154) | > loss_duration: 2.4212169647216797 (2.384789397319158) | > loss_1: 28.680997848510742 (31.427860736846924)  --> STEP: 25 | > loss_disc: 2.6539180278778076 (2.473032245635986) | > loss_disc_real_0: 0.09711383283138275 (0.12097856730222702) | > loss_disc_real_1: 0.2280704528093338 (0.20491853177547456) | > loss_disc_real_2: 0.25675052404403687 (0.21908931136131288) | > loss_disc_real_3: 0.2637147605419159 (0.25076869428157805) | > loss_disc_real_4: 0.21620629727840424 (0.22179917931556703) | > loss_disc_real_5: 0.22934922575950623 (0.22629260003566742) | > loss_0: 2.6539180278778076 (2.473032245635986) | > loss_gen: 1.8734118938446045 (2.1864528226852413) | > loss_kl: 4.0774359703063965 (3.1962889575958253) | > loss_feat: 5.525928974151611 (6.512944478988647) | > loss_mel: 13.71127986907959 (16.99318462371826) | > loss_duration: 2.4518725872039795 (2.387472724914551) | > loss_1: 27.63992691040039 (31.27634338378906)  --> STEP: 26 | > loss_disc: 2.509920358657837 (2.47445101921375) | > loss_disc_real_0: 0.06949706375598907 (0.11899850947352555) | > loss_disc_real_1: 0.13091854751110077 (0.2020723785345371) | > loss_disc_real_2: 0.19816739857196808 (0.21828462240787652) | > loss_disc_real_3: 0.24092702567577362 (0.2503901685659702) | > loss_disc_real_4: 0.29359447956085205 (0.22456053701730874) | > loss_disc_real_5: 0.2215418964624405 (0.22610988066746637) | > loss_0: 2.509920358657837 (2.47445101921375) | > loss_gen: 1.9614814519882202 (2.177800077658433) | > loss_kl: 2.3308470249176025 (3.1630027294158936) | > loss_feat: 7.011758804321289 (6.532129645347595) | > loss_mel: 19.709636688232422 (17.097663549276497) | > loss_duration: 2.2635958194732666 (2.3827082285514245) | > loss_1: 33.277320861816406 (31.35330405602088) --> EVAL PERFORMANCE | > avg_loader_time: 0.0023883764560406018 (-0.00023468641134408857) | > avg_loss_disc: 2.47445101921375 (-0.01542768111595727) | > avg_loss_disc_real_0: 0.11899850947352555 (+0.006676628899115772) | > avg_loss_disc_real_1: 0.2020723785345371 (-0.04279135110286564) | > avg_loss_disc_real_2: 0.21828462240787652 (+0.05783628185208031) | > avg_loss_disc_real_3: 0.2503901685659702 (+0.027970026318843544) | > avg_loss_disc_real_4: 0.22456053701730874 (-0.021915376186370822) | > avg_loss_disc_real_5: 0.22610988066746637 (-0.0006625165159885871) | > avg_loss_0: 2.47445101921375 (-0.01542768111595727) | > avg_loss_gen: 2.177800077658433 (+0.0337428679833045) | > avg_loss_kl: 3.1630027294158936 (-0.058664505298321235) | > avg_loss_feat: 6.532129645347595 (-0.15795299640068627) | > avg_loss_mel: 17.097663549276497 (+0.005748161902793925) | > avg_loss_duration: 2.3827082285514245 (-0.011655642436100955) | > avg_loss_1: 31.35330405602088 (-0.18878239851731848)  > EPOCH: 993/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:20:46)   --> TIME: 2024-06-12 11:20:51 -- STEP: 9/330 -- GLOBAL_STEP: 415700 | > loss_disc: 2.2990872859954834 (2.2910283936394586) | > loss_disc_real_0: 0.1299305409193039 (0.0992917087343004) | > loss_disc_real_1: 0.21450628340244293 (0.18049130505985683) | > loss_disc_real_2: 0.20120947062969208 (0.20041787293222216) | > loss_disc_real_3: 0.23873640596866608 (0.22979404032230377) | > loss_disc_real_4: 0.23601765930652618 (0.23056309090720284) | > loss_disc_real_5: 0.23983964323997498 (0.22830001016457876) | > loss_0: 2.2990872859954834 (2.2910283936394586) | > grad_norm_0: tensor(6.7659, device='cuda:0') (tensor(6.7995, device='cuda:0')) | > loss_gen: 2.6084330081939697 (2.546383407380846) | > loss_kl: 2.0127129554748535 (1.9997910923428006) | > loss_feat: 6.687422275543213 (6.787842909495036) | > loss_mel: 17.633636474609375 (17.763538148668076) | > loss_duration: 2.037446975708008 (2.087070902188619) | > loss_1: 30.979650497436523 (31.18462626139323) | > grad_norm_1: tensor(50.0674, device='cuda:0') (tensor(60.3699, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3546 (0.37985391087002224) | > loader_time: 0.0028 (0.0030449231465657554)  --> TIME: 2024-06-12 11:21:00 -- STEP: 34/330 -- GLOBAL_STEP: 415725 | > loss_disc: 2.2909135818481445 (2.314598924973432) | > loss_disc_real_0: 0.13659363985061646 (0.10156813811729937) | > loss_disc_real_1: 0.22938038408756256 (0.18985742637339761) | > loss_disc_real_2: 0.2176942378282547 (0.20783629925811992) | > loss_disc_real_3: 0.21713921427726746 (0.2259593912783791) | > loss_disc_real_4: 0.22105535864830017 (0.2304876166231492) | > loss_disc_real_5: 0.22684335708618164 (0.22090678968850305) | > loss_0: 2.2909135818481445 (2.314598924973432) | > grad_norm_0: tensor(10.3273, device='cuda:0') (tensor(8.1011, device='cuda:0')) | > loss_gen: 2.550285816192627 (2.512760912670809) | > loss_kl: 2.14095139503479 (1.9486194919137394) | > loss_feat: 7.277505874633789 (6.8825501273660095) | > loss_mel: 16.981740951538086 (17.242390744826373) | > loss_duration: 1.9798558950424194 (1.994207322597504) | > loss_1: 30.930339813232422 (30.5805284836713) | > grad_norm_1: tensor(60.0979, device='cuda:0') (tensor(82.3019, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3855 (0.3747575773912318) | > loader_time: 0.0032 (0.0033407000934376437)  --> TIME: 2024-06-12 11:21:10 -- STEP: 59/330 -- GLOBAL_STEP: 415750 | > loss_disc: 2.415830612182617 (2.3341791064052257) | > loss_disc_real_0: 0.16345395147800446 (0.10625182483660972) | > loss_disc_real_1: 0.18617978692054749 (0.19340761081647065) | > loss_disc_real_2: 0.2167828232049942 (0.20753064120219925) | > loss_disc_real_3: 0.22024774551391602 (0.22700956943681685) | > loss_disc_real_4: 0.23529371619224548 (0.2321603093611992) | > loss_disc_real_5: 0.19187615811824799 (0.22094294049982297) | > loss_0: 2.415830612182617 (2.3341791064052257) | > grad_norm_0: tensor(14.8285, device='cuda:0') (tensor(7.8437, device='cuda:0')) | > loss_gen: 2.48545241355896 (2.5015385514598782) | > loss_kl: 2.0541419982910156 (1.9654014150975114) | > loss_feat: 7.083920001983643 (6.925649570206464) | > loss_mel: 16.288511276245117 (17.166166176230217) | > loss_duration: 1.9554394483566284 (1.975894093513489) | > loss_1: 29.867464065551758 (30.534649606478418) | > grad_norm_1: tensor(146.6064, device='cuda:0') (tensor(85.6499, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3782 (0.37616773379051077) | > loader_time: 0.0037 (0.0035242306984077064)  --> TIME: 2024-06-12 11:21:19 -- STEP: 84/330 -- GLOBAL_STEP: 415775 | > loss_disc: 2.411712884902954 (2.355038123471396) | > loss_disc_real_0: 0.1484876573085785 (0.10964176892524674) | > loss_disc_real_1: 0.20831669867038727 (0.1958338584573496) | > loss_disc_real_2: 0.19660785794258118 (0.20888403182228407) | > loss_disc_real_3: 0.24633054435253143 (0.22825188615492412) | > loss_disc_real_4: 0.24201756715774536 (0.23208306694314593) | > loss_disc_real_5: 0.20718428492546082 (0.22196985994066512) | > loss_0: 2.411712884902954 (2.355038123471396) | > grad_norm_0: tensor(9.8470, device='cuda:0') (tensor(9.0715, device='cuda:0')) | > loss_gen: 2.4386541843414307 (2.493180533250173) | > loss_kl: 2.044179916381836 (1.9714715083440144) | > loss_feat: 6.397579669952393 (6.929900481587365) | > loss_mel: 17.38105010986328 (17.160469509306406) | > loss_duration: 2.064976692199707 (1.9718547960122426) | > loss_1: 30.326438903808594 (30.526876585824148) | > grad_norm_1: tensor(122.8528, device='cuda:0') (tensor(103.4498, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3821 (0.375711529027848) | > loader_time: 0.0046 (0.003657062848409017)  --> TIME: 2024-06-12 11:21:29 -- STEP: 109/330 -- GLOBAL_STEP: 415800 | > loss_disc: 2.3323097229003906 (2.3571921226081507) | > loss_disc_real_0: 0.10543328523635864 (0.11093507467880162) | > loss_disc_real_1: 0.22339047491550446 (0.19620380789861766) | > loss_disc_real_2: 0.2316369116306305 (0.20932582567591185) | > loss_disc_real_3: 0.212681844830513 (0.22827598780667016) | > loss_disc_real_4: 0.22406896948814392 (0.23189256005330916) | > loss_disc_real_5: 0.24289505183696747 (0.22164044823121587) | > loss_0: 2.3323097229003906 (2.3571921226081507) | > grad_norm_0: tensor(11.7353, device='cuda:0') (tensor(8.8391, device='cuda:0')) | > loss_gen: 2.5283262729644775 (2.488017038467828) | > loss_kl: 1.9914348125457764 (1.9822724445150532) | > loss_feat: 7.1917901039123535 (6.9104692389112) | > loss_mel: 17.00811195373535 (17.10907314895489) | > loss_duration: 1.9129338264465332 (1.974968429005474) | > loss_1: 30.632596969604492 (30.464800108463393) | > grad_norm_1: tensor(76.4088, device='cuda:0') (tensor(96.1861, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.4011 (0.3781283754821217) | > loader_time: 0.0044 (0.0037805159157569255)  --> TIME: 2024-06-12 11:21:39 -- STEP: 134/330 -- GLOBAL_STEP: 415825 | > loss_disc: 2.3382327556610107 (2.3635103311111685) | > loss_disc_real_0: 0.1622059941291809 (0.1124183466074182) | > loss_disc_real_1: 0.15958155691623688 (0.19539630446416228) | > loss_disc_real_2: 0.17162369191646576 (0.20985183898192733) | > loss_disc_real_3: 0.22681179642677307 (0.22875579435433915) | > loss_disc_real_4: 0.2169235497713089 (0.23209487224247918) | > loss_disc_real_5: 0.2316618114709854 (0.22261235518241995) | > loss_0: 2.3382327556610107 (2.3635103311111685) | > grad_norm_0: tensor(8.7644, device='cuda:0') (tensor(8.7980, device='cuda:0')) | > loss_gen: 2.461458921432495 (2.4801410792478884) | > loss_kl: 1.9538450241088867 (1.9864964823224651) | > loss_feat: 7.576741695404053 (6.920335872849422) | > loss_mel: 17.029338836669922 (17.108964507259532) | > loss_duration: 2.0029869079589844 (1.9797335453887484) | > loss_1: 31.024370193481445 (30.4756712700004) | > grad_norm_1: tensor(82.1943, device='cuda:0') (tensor(94.4833, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3983 (0.38000165704470956) | > loader_time: 0.0043 (0.003888637272279654)  --> TIME: 2024-06-12 11:21:49 -- STEP: 159/330 -- GLOBAL_STEP: 415850 | > loss_disc: 2.598416805267334 (2.3645117372836713) | > loss_disc_real_0: 0.16331519186496735 (0.11330847385919317) | > loss_disc_real_1: 0.21513612568378448 (0.19562746828082228) | > loss_disc_real_2: 0.22653447091579437 (0.21018588580425435) | > loss_disc_real_3: 0.25120973587036133 (0.22899733952381326) | > loss_disc_real_4: 0.2508562207221985 (0.23201287355063097) | > loss_disc_real_5: 0.25417032837867737 (0.22246469388592918) | > loss_0: 2.598416805267334 (2.3645117372836713) | > grad_norm_0: tensor(5.4857, device='cuda:0') (tensor(8.9646, device='cuda:0')) | > loss_gen: 2.3494973182678223 (2.4783977337603305) | > loss_kl: 2.0222411155700684 (1.9927999111091566) | > loss_feat: 6.210024356842041 (6.923161809549391) | > loss_mel: 16.060455322265625 (17.08510032989693) | > loss_duration: 2.0019021034240723 (1.983864595305245) | > loss_1: 28.644119262695312 (30.463324192934817) | > grad_norm_1: tensor(100.7997, device='cuda:0') (tensor(93.1884, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3776 (0.38068907515807726) | > loader_time: 0.0042 (0.003953953209163257)  --> TIME: 2024-06-12 11:21:59 -- STEP: 184/330 -- GLOBAL_STEP: 415875 | > loss_disc: 2.383995294570923 (2.370931450439537) | > loss_disc_real_0: 0.07901538908481598 (0.11477325318138235) | > loss_disc_real_1: 0.18936516344547272 (0.19601778888508034) | > loss_disc_real_2: 0.21663601696491241 (0.21041311088787476) | > loss_disc_real_3: 0.23983165621757507 (0.229660971576105) | > loss_disc_real_4: 0.23114995658397675 (0.23258824030990186) | > loss_disc_real_5: 0.20329536497592926 (0.22314843365355677) | > loss_0: 2.383995294570923 (2.370931450439537) | > grad_norm_0: tensor(7.0340, device='cuda:0') (tensor(9.4706, device='cuda:0')) | > loss_gen: 2.327579975128174 (2.469979610132134) | > loss_kl: 2.08514666557312 (1.9987325933964357) | > loss_feat: 6.656131744384766 (6.9074452027030615) | > loss_mel: 16.54214096069336 (17.064290710117486) | > loss_duration: 2.0249433517456055 (1.9915851484174314) | > loss_1: 29.635944366455078 (30.432033072347227) | > grad_norm_1: tensor(90.9740, device='cuda:0') (tensor(103.3183, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.3896 (0.38151739602503576) | > loader_time: 0.0046 (0.004022949415704474)  --> TIME: 2024-06-12 11:22:09 -- STEP: 209/330 -- GLOBAL_STEP: 415900 | > loss_disc: 2.366750478744507 (2.3746645393554093) | > loss_disc_real_0: 0.10062666237354279 (0.11630349267612802) | > loss_disc_real_1: 0.20116683840751648 (0.19604519330428552) | > loss_disc_real_2: 0.2237859070301056 (0.21041501024693396) | > loss_disc_real_3: 0.25247591733932495 (0.22964270605424944) | > loss_disc_real_4: 0.2596125602722168 (0.23323853256884944) | > loss_disc_real_5: 0.22769692540168762 (0.22361959873489215) | > loss_0: 2.366750478744507 (2.3746645393554093) | > grad_norm_0: tensor(27.3325, device='cuda:0') (tensor(10.5587, device='cuda:0')) | > loss_gen: 2.551173210144043 (2.467488886636981) | > loss_kl: 2.051456928253174 (2.0047506093978886) | > loss_feat: 7.10823392868042 (6.904498390033485) | > loss_mel: 17.256567001342773 (17.030401211606247) | > loss_duration: 2.0882678031921387 (2.000506965737594) | > loss_1: 31.05569839477539 (30.40764585978677) | > grad_norm_1: tensor(296.4894, device='cuda:0') (tensor(124.9447, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.4003 (0.38311575246199475) | > loader_time: 0.0047 (0.004105197185534604)  --> TIME: 2024-06-12 11:22:20 -- STEP: 234/330 -- GLOBAL_STEP: 415925 | > loss_disc: 2.418651580810547 (2.374013671508201) | > loss_disc_real_0: 0.1264752745628357 (0.11682913242242274) | > loss_disc_real_1: 0.18597418069839478 (0.19629895101245656) | > loss_disc_real_2: 0.2277841717004776 (0.21042880657901114) | > loss_disc_real_3: 0.22235184907913208 (0.22944064100838116) | > loss_disc_real_4: 0.22525158524513245 (0.23299654044656673) | > loss_disc_real_5: 0.24457208812236786 (0.22352748956435767) | > loss_0: 2.418651580810547 (2.374013671508201) | > grad_norm_0: tensor(17.1767, device='cuda:0') (tensor(11.7543, device='cuda:0')) | > loss_gen: 2.4625601768493652 (2.4692623554131927) | > loss_kl: 2.0845346450805664 (2.010012839085016) | > loss_feat: 6.137183666229248 (6.910967294986431) | > loss_mel: 16.4122257232666 (17.010325619298165) | > loss_duration: 2.0715346336364746 (2.0099841621187005) | > loss_1: 29.168039321899414 (30.41055209004981) | > grad_norm_1: tensor(171.3201, device='cuda:0') (tensor(142.1356, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.4315 (0.3862897585599851) | > loader_time: 0.0053 (0.004223180632305956)  --> TIME: 2024-06-12 11:22:31 -- STEP: 259/330 -- GLOBAL_STEP: 415950 | > loss_disc: 2.421564817428589 (2.377135741664635) | > loss_disc_real_0: 0.1159217357635498 (0.11773878459649656) | > loss_disc_real_1: 0.20562812685966492 (0.19685880155176733) | > loss_disc_real_2: 0.2024584263563156 (0.21070439710810382) | > loss_disc_real_3: 0.21742147207260132 (0.22976536904983078) | > loss_disc_real_4: 0.21842841804027557 (0.23293069384733223) | > loss_disc_real_5: 0.23710815608501434 (0.22405536472797394) | > loss_0: 2.421564817428589 (2.377135741664635) | > grad_norm_0: tensor(16.3137, device='cuda:0') (tensor(12.6149, device='cuda:0')) | > loss_gen: 2.4040603637695312 (2.466222263210989) | > loss_kl: 2.0773799419403076 (2.0167706887234123) | > loss_feat: 6.833249092102051 (6.909104297520111) | > loss_mel: 16.723651885986328 (16.982253336077957) | > loss_duration: 2.117680072784424 (2.018521343879259) | > loss_1: 30.156021118164062 (30.392871753589528) | > grad_norm_1: tensor(187.0194, device='cuda:0') (tensor(152.2328, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.4426 (0.39107510758182723) | > loader_time: 0.0058 (0.004366333420212199)  --> TIME: 2024-06-12 11:22:42 -- STEP: 284/330 -- GLOBAL_STEP: 415975 | > loss_disc: 2.407252311706543 (2.3778667324025857) | > loss_disc_real_0: 0.1401972770690918 (0.11862879086443236) | > loss_disc_real_1: 0.20724791288375854 (0.19701655744247035) | > loss_disc_real_2: 0.24275720119476318 (0.2108673269689923) | > loss_disc_real_3: 0.20246881246566772 (0.22960146159773143) | > loss_disc_real_4: 0.22276416420936584 (0.23276934657298343) | > loss_disc_real_5: 0.24060730636119843 (0.22353913267733347) | > loss_0: 2.407252311706543 (2.3778667324025857) | > grad_norm_0: tensor(33.9055, device='cuda:0') (tensor(13.8021, device='cuda:0')) | > loss_gen: 2.3878300189971924 (2.465979726381706) | > loss_kl: 2.0076818466186523 (2.0229956902248745) | > loss_feat: 7.176036357879639 (6.912196879655542) | > loss_mel: 16.946802139282227 (16.926832471095345) | > loss_duration: 2.1413936614990234 (2.0286895842619357) | > loss_1: 30.659744262695312 (30.3566941879165) | > grad_norm_1: tensor(430.7385, device='cuda:0') (tensor(173.1872, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.4566 (0.39625949423078083) | > loader_time: 0.0069 (0.004550497296830292)  --> TIME: 2024-06-12 11:22:55 -- STEP: 309/330 -- GLOBAL_STEP: 416000 | > loss_disc: 2.502918004989624 (2.379725113655756) | > loss_disc_real_0: 0.13632440567016602 (0.12016359528580915) | > loss_disc_real_1: 0.18908676505088806 (0.197168898235247) | > loss_disc_real_2: 0.23775887489318848 (0.21059595390816732) | > loss_disc_real_3: 0.23475150763988495 (0.2300496179019749) | > loss_disc_real_4: 0.2719811797142029 (0.23294498306069172) | > loss_disc_real_5: 0.2551474869251251 (0.22288095844987912) | > loss_0: 2.502918004989624 (2.379725113655756) | > grad_norm_0: tensor(62.4778, device='cuda:0') (tensor(15.4243, device='cuda:0')) | > loss_gen: 2.528836727142334 (2.4696926021267305) | > loss_kl: 2.0236144065856934 (2.0289240060886504) | > loss_feat: 6.985484600067139 (6.933105856083744) | > loss_mel: 16.2525577545166 (16.87895843357716) | > loss_duration: 2.2212469577789307 (2.0409932838674516) | > loss_1: 30.011741638183594 (30.351674064463396) | > grad_norm_1: tensor(546.3226, device='cuda:0') (tensor(195.9359, device='cuda:0')) | > current_lr_0: 0.00017665251450412872 | > current_lr_1: 0.00017665251450412872 | > step_time: 0.4986 (0.4032324132024277) | > loader_time: 0.0072 (0.004733243806462452) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_416000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.689201593399048 (2.689201593399048) | > loss_disc_real_0: 0.13242515921592712 (0.13242515921592712) | > loss_disc_real_1: 0.3730989396572113 (0.3730989396572113) | > loss_disc_real_2: 0.28750622272491455 (0.28750622272491455) | > loss_disc_real_3: 0.32647380232810974 (0.32647380232810974) | > loss_disc_real_4: 0.27863559126853943 (0.27863559126853943) | > loss_disc_real_5: 0.28516942262649536 (0.28516942262649536) | > loss_0: 2.689201593399048 (2.689201593399048) | > loss_gen: 2.5890564918518066 (2.5890564918518066) | > loss_kl: 3.3951122760772705 (3.3951122760772705) | > loss_feat: 5.973389625549316 (5.973389625549316) | > loss_mel: 15.85762882232666 (15.85762882232666) | > loss_duration: 3.276740789413452 (3.276740789413452) | > loss_1: 31.091928482055664 (31.091928482055664)  --> STEP: 1 | > loss_disc: 2.3420281410217285 (2.3420281410217285) | > loss_disc_real_0: 0.056605227291584015 (0.056605227291584015) | > loss_disc_real_1: 0.3061140477657318 (0.3061140477657318) | > loss_disc_real_2: 0.14562971889972687 (0.14562971889972687) | > loss_disc_real_3: 0.25607362389564514 (0.25607362389564514) | > loss_disc_real_4: 0.31870511174201965 (0.31870511174201965) | > loss_disc_real_5: 0.31849268078804016 (0.31849268078804016) | > loss_0: 2.3420281410217285 (2.3420281410217285) | > loss_gen: 2.542818069458008 (2.542818069458008) | > loss_kl: 3.523493766784668 (3.523493766784668) | > loss_feat: 7.033505439758301 (7.033505439758301) | > loss_mel: 16.617631912231445 (16.617631912231445) | > loss_duration: 2.51713228225708 (2.51713228225708) | > loss_1: 32.234580993652344 (32.234580993652344)  --> STEP: 2 | > loss_disc: 2.4301135540008545 (2.3860708475112915) | > loss_disc_real_0: 0.15271520614624023 (0.10466021671891212) | > loss_disc_real_1: 0.27817198634147644 (0.2921430170536041) | > loss_disc_real_2: 0.18685850501060486 (0.16624411195516586) | > loss_disc_real_3: 0.20835383236408234 (0.23221372812986374) | > loss_disc_real_4: 0.29986828565597534 (0.3092866986989975) | > loss_disc_real_5: 0.2864234447479248 (0.3024580627679825) | > loss_0: 2.4301135540008545 (2.3860708475112915) | > loss_gen: 2.606297492980957 (2.5745577812194824) | > loss_kl: 3.6269497871398926 (3.5752217769622803) | > loss_feat: 5.0509514808654785 (6.04222846031189) | > loss_mel: 17.544404983520508 (17.081018447875977) | > loss_duration: 2.5133249759674072 (2.5152286291122437) | > loss_1: 31.34192657470703 (31.788253784179688)  --> STEP: 3 | > loss_disc: 2.298318862915039 (2.3568201859792075) | > loss_disc_real_0: 0.16313223540782928 (0.12415088961521785) | > loss_disc_real_1: 0.2113681584596634 (0.2652180641889572) | > loss_disc_real_2: 0.19459384679794312 (0.17569402356942496) | > loss_disc_real_3: 0.2844054698944092 (0.24961097538471222) | > loss_disc_real_4: 0.2854350507259369 (0.301336149374644) | > loss_disc_real_5: 0.2703434228897095 (0.29175318280855816) | > loss_0: 2.298318862915039 (2.3568201859792075) | > loss_gen: 2.6970551013946533 (2.6153902212778726) | > loss_kl: 3.198376178741455 (3.4496065775553384) | > loss_feat: 5.365980625152588 (5.816812515258789) | > loss_mel: 14.044099807739258 (16.06871223449707) | > loss_duration: 2.3876547813415527 (2.47270401318868) | > loss_1: 27.693166732788086 (30.423224767049152)  --> STEP: 4 | > loss_disc: 2.457160234451294 (2.381905198097229) | > loss_disc_real_0: 0.2647606134414673 (0.1593033205717802) | > loss_disc_real_1: 0.2892126441001892 (0.2712167091667652) | > loss_disc_real_2: 0.1426495760679245 (0.16743291169404984) | > loss_disc_real_3: 0.24532552063465118 (0.24853961169719696) | > loss_disc_real_4: 0.25475838780403137 (0.2896917089819908) | > loss_disc_real_5: 0.3259177505970001 (0.30029432475566864) | > loss_0: 2.457160234451294 (2.381905198097229) | > loss_gen: 2.8928756713867188 (2.6847615838050842) | > loss_kl: 4.102267742156982 (3.6127718687057495) | > loss_feat: 7.410733222961426 (6.215292692184448) | > loss_mel: 17.6280574798584 (16.458548545837402) | > loss_duration: 2.3951010704040527 (2.453303277492523) | > loss_1: 34.42903518676758 (31.42467737197876)  --> STEP: 5 | > loss_disc: 2.4773659706115723 (2.400997352600098) | > loss_disc_real_0: 0.24492812156677246 (0.17642828077077866) | > loss_disc_real_1: 0.2628500759601593 (0.269543382525444) | > loss_disc_real_2: 0.18230509757995605 (0.17040734887123107) | > loss_disc_real_3: 0.34176427125930786 (0.26718454360961913) | > loss_disc_real_4: 0.2896970808506012 (0.2896927833557129) | > loss_disc_real_5: 0.24689574539661407 (0.2896146088838577) | > loss_0: 2.4773659706115723 (2.400997352600098) | > loss_gen: 2.844287157058716 (2.7166666984558105) | > loss_kl: 3.1806840896606445 (3.5263543128967285) | > loss_feat: 5.9108147621154785 (6.154397106170654) | > loss_mel: 18.33715057373047 (16.834268951416014) | > loss_duration: 2.3560500144958496 (2.4338526248931887) | > loss_1: 32.62898635864258 (31.665539169311522)  --> STEP: 6 | > loss_disc: 2.396700620651245 (2.400281230608622) | > loss_disc_real_0: 0.10093469172716141 (0.16384601593017578) | > loss_disc_real_1: 0.23908518254756927 (0.2644670158624649) | > loss_disc_real_2: 0.21890577673912048 (0.178490420182546) | > loss_disc_real_3: 0.26929807662963867 (0.26753679911295575) | > loss_disc_real_4: 0.29843834042549133 (0.29115037620067596) | > loss_disc_real_5: 0.21680493652820587 (0.2774796634912491) | > loss_0: 2.396700620651245 (2.400281230608622) | > loss_gen: 2.5597984790802 (2.690521995226542) | > loss_kl: 2.618891477584839 (3.3751105070114136) | > loss_feat: 5.395243167877197 (6.027871449788411) | > loss_mel: 17.346670150756836 (16.919669151306152) | > loss_duration: 2.247065544128418 (2.4027214447657266) | > loss_1: 30.16767120361328 (31.415894508361816)  --> STEP: 7 | > loss_disc: 2.6288647651672363 (2.4329360212598528) | > loss_disc_real_0: 0.24896517395973206 (0.17600589564868382) | > loss_disc_real_1: 0.2800619602203369 (0.26669486505644663) | > loss_disc_real_2: 0.2556372582912445 (0.1895113970552172) | > loss_disc_real_3: 0.29305529594421387 (0.2711822986602783) | > loss_disc_real_4: 0.28792354464530945 (0.29068940026419504) | > loss_disc_real_5: 0.2795946002006531 (0.27778179730687824) | > loss_0: 2.6288647651672363 (2.4329360212598528) | > loss_gen: 2.5791118144989014 (2.6746062551225935) | > loss_kl: 4.555017948150635 (3.543668712888445) | > loss_feat: 5.051621437072754 (5.888407162257603) | > loss_mel: 15.543482780456543 (16.723071098327637) | > loss_duration: 2.5873491764068604 (2.4290968350001743) | > loss_1: 30.31658363342285 (31.25885009765625)  --> STEP: 8 | > loss_disc: 2.640237331390381 (2.458848685026169) | > loss_disc_real_0: 0.20586656033992767 (0.1797384787350893) | > loss_disc_real_1: 0.4245404303073883 (0.28642556071281433) | > loss_disc_real_2: 0.13128380477428436 (0.1822329480201006) | > loss_disc_real_3: 0.2676873207092285 (0.2707454264163971) | > loss_disc_real_4: 0.27380597591400146 (0.28857897222042084) | > loss_disc_real_5: 0.2722829580307007 (0.27709444239735603) | > loss_0: 2.640237331390381 (2.458848685026169) | > loss_gen: 2.753565788269043 (2.6844761967658997) | > loss_kl: 3.4960904121398926 (3.537721425294876) | > loss_feat: 10.635980606079102 (6.4818538427352905) | > loss_mel: 18.92584800720215 (16.99841821193695) | > loss_duration: 2.274257183074951 (2.4097418785095215) | > loss_1: 38.08574295043945 (32.11221170425415)  --> STEP: 9 | > loss_disc: 2.5096917152404785 (2.4644979106055365) | > loss_disc_real_0: 0.280240535736084 (0.19090537395742205) | > loss_disc_real_1: 0.29835906624794006 (0.28775150577227276) | > loss_disc_real_2: 0.18386149406433105 (0.18241389758057064) | > loss_disc_real_3: 0.24240371584892273 (0.2675963474644555) | > loss_disc_real_4: 0.26230859756469727 (0.2856600417031182) | > loss_disc_real_5: 0.2759808301925659 (0.2769707077079349) | > loss_0: 2.5096917152404785 (2.4644979106055365) | > loss_gen: 2.982490062713623 (2.717588848537869) | > loss_kl: 2.739586353302002 (3.449039750629001) | > loss_feat: 7.992671012878418 (6.649722417195638) | > loss_mel: 18.3757381439209 (17.151453759935166) | > loss_duration: 2.232156753540039 (2.390010197957357) | > loss_1: 34.32263946533203 (32.35781478881836)  --> STEP: 10 | > loss_disc: 2.6590311527252197 (2.483951234817505) | > loss_disc_real_0: 0.2459619790315628 (0.19641103446483613) | > loss_disc_real_1: 0.25836804509162903 (0.2848131597042084) | > loss_disc_real_2: 0.2358836531639099 (0.18776087313890458) | > loss_disc_real_3: 0.24595992267131805 (0.26543270498514177) | > loss_disc_real_4: 0.26818400621414185 (0.28391243815422057) | > loss_disc_real_5: 0.3091122508049011 (0.28018486201763154) | > loss_0: 2.6590311527252197 (2.483951234817505) | > loss_gen: 2.462045431137085 (2.6920345067977904) | > loss_kl: 3.1419456005096436 (3.4183303356170653) | > loss_feat: 5.51950216293335 (6.5367003917694095) | > loss_mel: 16.28903579711914 (17.065211963653564) | > loss_duration: 2.414330005645752 (2.3924421787261965) | > loss_1: 29.826858520507812 (32.104719161987305)  --> STEP: 11 | > loss_disc: 2.6275534629821777 (2.497005982832475) | > loss_disc_real_0: 0.23623259365558624 (0.20003117620944977) | > loss_disc_real_1: 0.3336910903453827 (0.2892566079443151) | > loss_disc_real_2: 0.22968973219394684 (0.19157258759845386) | > loss_disc_real_3: 0.24597583711147308 (0.26366389881480823) | > loss_disc_real_4: 0.31667259335517883 (0.28689063408158044) | > loss_disc_real_5: 0.313079833984375 (0.2831753140146082) | > loss_0: 2.6275534629821777 (2.497005982832475) | > loss_gen: 2.51088809967041 (2.675566651604392) | > loss_kl: 3.84417986869812 (3.457043929533525) | > loss_feat: 5.649986743927002 (6.456090060147372) | > loss_mel: 15.035219192504883 (16.88066716627641) | > loss_duration: 2.6068356037139893 (2.411932490088723) | > loss_1: 29.64710807800293 (31.88129997253418)  --> STEP: 12 | > loss_disc: 2.2938103675842285 (2.480073014895121) | > loss_disc_real_0: 0.12428605556488037 (0.19371908282240233) | > loss_disc_real_1: 0.21862423419952393 (0.28337057679891586) | > loss_disc_real_2: 0.18822520971298218 (0.19129363944133124) | > loss_disc_real_3: 0.24827955663204193 (0.2623818702995777) | > loss_disc_real_4: 0.21949705481529236 (0.2812745024760564) | > loss_disc_real_5: 0.18158110976219177 (0.27470913032690686) | > loss_0: 2.2938103675842285 (2.480073014895121) | > loss_gen: 2.4151806831359863 (2.6538678208986917) | > loss_kl: 3.0195822715759277 (3.420588791370392) | > loss_feat: 6.3839263916015625 (6.450076421101888) | > loss_mel: 17.908931732177734 (16.96635588010152) | > loss_duration: 2.340791702270508 (2.406004091103872) | > loss_1: 32.06841278076172 (31.896892706553142)  --> STEP: 13 | > loss_disc: 2.632535457611084 (2.4918008951040416) | > loss_disc_real_0: 0.2150191068649292 (0.195357546210289) | > loss_disc_real_1: 0.33108341693878174 (0.28704079527121323) | > loss_disc_real_2: 0.15404777228832245 (0.18842857273725364) | > loss_disc_real_3: 0.3063671886920929 (0.26576535632977116) | > loss_disc_real_4: 0.3180902898311615 (0.28410648611875683) | > loss_disc_real_5: 0.345321923494339 (0.2801408836474785) | > loss_0: 2.632535457611084 (2.4918008951040416) | > loss_gen: 2.6208579540252686 (2.651328600369967) | > loss_kl: 3.451456308364868 (3.4229632157545824) | > loss_feat: 5.394798755645752 (6.368901216066801) | > loss_mel: 15.664238929748535 (16.866193037766678) | > loss_duration: 2.25219464302063 (2.3941725950974684) | > loss_1: 29.383546829223633 (31.703558408297024)  --> STEP: 14 | > loss_disc: 2.4151971340179443 (2.486329197883606) | > loss_disc_real_0: 0.21081015467643738 (0.19646130395787104) | > loss_disc_real_1: 0.2567331790924072 (0.2848759655441557) | > loss_disc_real_2: 0.18680717051029205 (0.18831275829247066) | > loss_disc_real_3: 0.24728231132030487 (0.264445138829095) | > loss_disc_real_4: 0.28551754355430603 (0.28420727593558176) | > loss_disc_real_5: 0.2504972219467163 (0.2780234792402812) | > loss_0: 2.4151971340179443 (2.486329197883606) | > loss_gen: 2.5883967876434326 (2.6468334708895003) | > loss_kl: 3.9122183322906494 (3.4579100097928728) | > loss_feat: 6.063292503356934 (6.34707202230181) | > loss_mel: 19.74073600769043 (17.071517535618373) | > loss_duration: 2.416179656982422 (2.3957445280892506) | > loss_1: 34.7208251953125 (31.919077464512416)  --> STEP: 15 | > loss_disc: 2.7735347747802734 (2.505476236343384) | > loss_disc_real_0: 0.36015480756759644 (0.2073742041985194) | > loss_disc_real_1: 0.37829750776290894 (0.2911040683587392) | > loss_disc_real_2: 0.14741840958595276 (0.1855864683787028) | > loss_disc_real_3: 0.23315398395061493 (0.2623590618371963) | > loss_disc_real_4: 0.25188151001930237 (0.28205222487449644) | > loss_disc_real_5: 0.2571696937084198 (0.2766332268714905) | > loss_0: 2.7735347747802734 (2.505476236343384) | > loss_gen: 2.5598864555358887 (2.6410370031992594) | > loss_kl: 4.199013710021973 (3.5073169231414796) | > loss_feat: 7.756246566772461 (6.4410169919331866) | > loss_mel: 17.524002075195312 (17.10168317159017) | > loss_duration: 2.4506208896636963 (2.399402952194214) | > loss_1: 34.48977279663086 (32.090457153320315)  --> STEP: 16 | > loss_disc: 2.802781105041504 (2.5240577906370163) | > loss_disc_real_0: 0.26036033034324646 (0.21068583708256483) | > loss_disc_real_1: 0.3787808418273926 (0.29658386670053005) | > loss_disc_real_2: 0.20991653203964233 (0.18710709735751152) | > loss_disc_real_3: 0.2595200836658478 (0.26218162570148706) | > loss_disc_real_4: 0.2730451822280884 (0.28148928470909595) | > loss_disc_real_5: 0.2758972644805908 (0.27658722922205925) | > loss_0: 2.802781105041504 (2.5240577906370163) | > loss_gen: 2.5120558738708496 (2.632975682616234) | > loss_kl: 2.849010944366455 (3.4661727994680405) | > loss_feat: 6.596273422241211 (6.450720518827438) | > loss_mel: 14.42454719543457 (16.934362173080444) | > loss_duration: 2.4359288215637207 (2.401685819029808) | > loss_1: 28.81781578063965 (31.885917067527775)  --> STEP: 17 | > loss_disc: 2.6911871433258057 (2.5338889290304745) | > loss_disc_real_0: 0.2576042115688324 (0.21344574146411) | > loss_disc_real_1: 0.31583279371261597 (0.2977161565247704) | > loss_disc_real_2: 0.20034638047218323 (0.18788587871719808) | > loss_disc_real_3: 0.22434133291244507 (0.2599557261256611) | > loss_disc_real_4: 0.32371431589126587 (0.283973110072753) | > loss_disc_real_5: 0.4057677984237671 (0.28418608623392444) | > loss_0: 2.6911871433258057 (2.5338889290304745) | > loss_gen: 2.781508207321167 (2.641712889951818) | > loss_kl: 2.2525508403778076 (3.3947832724627327) | > loss_feat: 6.9319682121276855 (6.4790292066686295) | > loss_mel: 16.2149715423584 (16.89204507715562) | > loss_duration: 2.521131992340088 (2.408712064518648) | > loss_1: 30.702129364013672 (31.816282496732825)  --> STEP: 18 | > loss_disc: 2.2755799293518066 (2.5195384290483265) | > loss_disc_real_0: 0.11077117174863815 (0.20774159870213932) | > loss_disc_real_1: 0.18147356808185577 (0.29125823494460845) | > loss_disc_real_2: 0.10605160892009735 (0.18333953039513695) | > loss_disc_real_3: 0.2826908826828003 (0.26121879037883544) | > loss_disc_real_4: 0.2581953704357147 (0.2825410134262509) | > loss_disc_real_5: 0.24332250654697418 (0.2819158873624272) | > loss_0: 2.2755799293518066 (2.5195384290483265) | > loss_gen: 2.6905853748321533 (2.6444280280007257) | > loss_kl: 3.3009777069091797 (3.389571852154202) | > loss_feat: 8.08488655090332 (6.568243503570557) | > loss_mel: 18.758546829223633 (16.995739618937176) | > loss_duration: 2.3028695583343506 (2.402831925286187) | > loss_1: 35.13786315917969 (32.00081475575765)  --> STEP: 19 | > loss_disc: 2.6304454803466797 (2.5253756422745552) | > loss_disc_real_0: 0.21241413056850433 (0.207987521431948) | > loss_disc_real_1: 0.29493653774261475 (0.2914518298287141) | > loss_disc_real_2: 0.18400540947914124 (0.18337457666271612) | > loss_disc_real_3: 0.2621593177318573 (0.26126829181846817) | > loss_disc_real_4: 0.30909228324890137 (0.2839384486800746) | > loss_disc_real_5: 0.25955304503440857 (0.2807388956609525) | > loss_0: 2.6304454803466797 (2.5253756422745552) | > loss_gen: 2.283857822418213 (2.6254506487595406) | > loss_kl: 2.4388625621795654 (3.3395345211029053) | > loss_feat: 6.880807876586914 (6.584694260045102) | > loss_mel: 15.413591384887695 (16.91246865925036) | > loss_duration: 2.4158873558044434 (2.4035190532082007) | > loss_1: 29.433006286621094 (31.86566694159257)  --> STEP: 20 | > loss_disc: 2.4404079914093018 (2.521127259731293) | > loss_disc_real_0: 0.15420109033584595 (0.2052981998771429) | > loss_disc_real_1: 0.23226098716259003 (0.28849228769540786) | > loss_disc_real_2: 0.3110431432723999 (0.1897580049932003) | > loss_disc_real_3: 0.28166428208351135 (0.2622880913317203) | > loss_disc_real_4: 0.28009894490242004 (0.2837464734911919) | > loss_disc_real_5: 0.19399115443229675 (0.27640150859951973) | > loss_0: 2.4404079914093018 (2.521127259731293) | > loss_gen: 2.7571659088134766 (2.6320364117622375) | > loss_kl: 2.707693338394165 (3.3079424619674684) | > loss_feat: 5.654350757598877 (6.538177084922791) | > loss_mel: 17.955944061279297 (16.96464242935181) | > loss_duration: 2.353484869003296 (2.4010173439979554) | > loss_1: 31.428640365600586 (31.84381561279297)  --> STEP: 21 | > loss_disc: 2.514045238494873 (2.5207900206247964) | > loss_disc_real_0: 0.1767725944519043 (0.20393983771403631) | > loss_disc_real_1: 0.22597481310367584 (0.2855152650958016) | > loss_disc_real_2: 0.2377937287092209 (0.1920454204082489) | > loss_disc_real_3: 0.31248435378074646 (0.2646783895435787) | > loss_disc_real_4: 0.29071244597435 (0.2840781864665804) | > loss_disc_real_5: 0.3456975519657135 (0.2797013201883861) | > loss_0: 2.514045238494873 (2.5207900206247964) | > loss_gen: 2.6365602016448975 (2.6322518303280784) | > loss_kl: 2.133970260620117 (3.2520390238080705) | > loss_feat: 5.886866092681885 (6.5071622757684615) | > loss_mel: 16.391407012939453 (16.937345504760746) | > loss_duration: 2.197420120239258 (2.391322238104684) | > loss_1: 29.24622344970703 (31.720120747884113)  --> STEP: 22 | > loss_disc: 2.3629672527313232 (2.5136162584478203) | > loss_disc_real_0: 0.1599685549736023 (0.20194114304401659) | > loss_disc_real_1: 0.36645394563674927 (0.28919429602948105) | > loss_disc_real_2: 0.1648932546377182 (0.19081123105504297) | > loss_disc_real_3: 0.22408367693424225 (0.2628331753340634) | > loss_disc_real_4: 0.2683880925178528 (0.2833650003780019) | > loss_disc_real_5: 0.21746015548706055 (0.27687217633832584) | > loss_0: 2.3629672527313232 (2.5136162584478203) | > loss_gen: 2.7045798301696777 (2.6355394666845147) | > loss_kl: 2.5824785232543945 (3.2216044556010854) | > loss_feat: 7.253124713897705 (6.541069659319791) | > loss_mel: 17.463375091552734 (16.961255940524016) | > loss_duration: 2.20790958404541 (2.382985299283808) | > loss_1: 32.21146774291992 (31.742454702203926)  --> STEP: 23 | > loss_disc: 2.6609058380126953 (2.5200201532115107) | > loss_disc_real_0: 0.2641478180885315 (0.20464578108943027) | > loss_disc_real_1: 0.27225691080093384 (0.288457887976066) | > loss_disc_real_2: 0.22189050912857056 (0.19216250401476156) | > loss_disc_real_3: 0.31844040751457214 (0.26525088108104206) | > loss_disc_real_4: 0.2952107787132263 (0.2838800342186638) | > loss_disc_real_5: 0.2536022663116455 (0.27586044111977454) | > loss_0: 2.6609058380126953 (2.5200201532115107) | > loss_gen: 2.545973777770996 (2.6316453062969707) | > loss_kl: 3.181713581085205 (3.219870069752569) | > loss_feat: 5.118791103363037 (6.479231461234715) | > loss_mel: 16.55625343322754 (16.94364713585895) | > loss_duration: 2.29667592048645 (2.3792327175969663) | > loss_1: 29.69940948486328 (31.65362664927607)  --> STEP: 24 | > loss_disc: 2.4112844467163086 (2.5154894987742105) | > loss_disc_real_0: 0.18102577328681946 (0.20366161409765482) | > loss_disc_real_1: 0.2883189916610718 (0.28845210062960785) | > loss_disc_real_2: 0.2601732015609741 (0.19499628307918707) | > loss_disc_real_3: 0.2763842046260834 (0.26571476956208545) | > loss_disc_real_4: 0.3558818995952606 (0.2868801119426887) | > loss_disc_real_5: 0.19379833340644836 (0.2724411866317193) | > loss_0: 2.4112844467163086 (2.5154894987742105) | > loss_gen: 2.8051300048828125 (2.638873835404714) | > loss_kl: 2.6197354793548584 (3.1948644618193307) | > loss_feat: 6.576833248138428 (6.483298202355702) | > loss_mel: 17.924598693847656 (16.984520117441814) | > loss_duration: 2.373624324798584 (2.3789990345637) | > loss_1: 32.29991912841797 (31.68055550257365)  --> STEP: 25 | > loss_disc: 2.820209264755249 (2.527678289413452) | > loss_disc_real_0: 0.2914186120033264 (0.2071718940138817) | > loss_disc_real_1: 0.26638588309288025 (0.2875694519281387) | > loss_disc_real_2: 0.2503686249256134 (0.19721117675304412) | > loss_disc_real_3: 0.27846559882164 (0.2662248027324676) | > loss_disc_real_4: 0.3495940864086151 (0.28938867092132575) | > loss_disc_real_5: 0.3319939374923706 (0.2748232966661453) | > loss_0: 2.820209264755249 (2.527678289413452) | > loss_gen: 2.5418448448181152 (2.63499267578125) | > loss_kl: 2.7415153980255127 (3.176730499267578) | > loss_feat: 7.154045581817627 (6.51012809753418) | > loss_mel: 16.43124771118164 (16.962389221191405) | > loss_duration: 2.4223012924194336 (2.3807311248779297) | > loss_1: 31.29095458984375 (31.664971466064454)  --> STEP: 26 | > loss_disc: 2.4679250717163086 (2.525380088732793) | > loss_disc_real_0: 0.20075038075447083 (0.20692491273467356) | > loss_disc_real_1: 0.31370973587036133 (0.288574847464378) | > loss_disc_real_2: 0.17376787960529327 (0.19630951147813064) | > loss_disc_real_3: 0.14375263452529907 (0.2615143347244996) | > loss_disc_real_4: 0.17839761078357697 (0.2851197839929508) | > loss_disc_real_5: 0.13455097377300262 (0.26942820732410133) | > loss_0: 2.4679250717163086 (2.525380088732793) | > loss_gen: 2.1354565620422363 (2.6157797483297496) | > loss_kl: 2.579042673110962 (3.153742505953862) | > loss_feat: 7.044337272644043 (6.530674604269175) | > loss_mel: 17.76813316345215 (16.99337937281682) | > loss_duration: 2.2880403995513916 (2.3771660969807553) | > loss_1: 31.81501007080078 (31.670742181631233) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025049814811119665 (+0.00011660502507136478) | > avg_loss_disc: 2.525380088732793 (+0.05092906951904297) | > avg_loss_disc_real_0: 0.20692491273467356 (+0.087926403261148) | > avg_loss_disc_real_1: 0.288574847464378 (+0.0865024689298409) | > avg_loss_disc_real_2: 0.19630951147813064 (-0.021975110929745884) | > avg_loss_disc_real_3: 0.2615143347244996 (+0.011124166158529403) | > avg_loss_disc_real_4: 0.2851197839929508 (+0.06055924697564205) | > avg_loss_disc_real_5: 0.26942820732410133 (+0.04331832665663496) | > avg_loss_0: 2.525380088732793 (+0.05092906951904297) | > avg_loss_gen: 2.6157797483297496 (+0.4379796706713166) | > avg_loss_kl: 3.153742505953862 (-0.00926022346203137) | > avg_loss_feat: 6.530674604269175 (-0.0014550410784206491) | > avg_loss_mel: 16.99337937281682 (-0.10428417645967869) | > avg_loss_duration: 2.3771660969807553 (-0.005542131570669184) | > avg_loss_1: 31.670742181631233 (+0.31743812561035156)  > EPOCH: 994/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:23:31)   --> TIME: 2024-06-12 11:23:33 -- STEP: 4/330 -- GLOBAL_STEP: 416025 | > loss_disc: 2.303197145462036 (2.288964092731476) | > loss_disc_real_0: 0.10531393438577652 (0.09409287944436073) | > loss_disc_real_1: 0.18611130118370056 (0.18869508989155293) | > loss_disc_real_2: 0.21778425574302673 (0.22438612580299377) | > loss_disc_real_3: 0.19268955290317535 (0.20729653537273407) | > loss_disc_real_4: 0.20920191705226898 (0.23414873331785202) | > loss_disc_real_5: 0.19624389708042145 (0.22855685278773308) | > loss_0: 2.303197145462036 (2.288964092731476) | > grad_norm_0: tensor(6.0157, device='cuda:0') (tensor(6.5321, device='cuda:0')) | > loss_gen: 2.3908019065856934 (2.451933264732361) | > loss_kl: 2.0425918102264404 (1.992699146270752) | > loss_feat: 6.344063758850098 (6.763854265213013) | > loss_mel: 17.028873443603516 (17.49500560760498) | > loss_duration: 2.1067495346069336 (2.14824777841568) | > loss_1: 29.913082122802734 (30.85173988342285) | > grad_norm_1: tensor(45.5561, device='cuda:0') (tensor(61.9542, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3441 (0.37800782918930054) | > loader_time: 0.0027 (0.002927839756011963)  --> TIME: 2024-06-12 11:23:42 -- STEP: 29/330 -- GLOBAL_STEP: 416050 | > loss_disc: 2.2943105697631836 (2.313840545456985) | > loss_disc_real_0: 0.11784222722053528 (0.10401168902372492) | > loss_disc_real_1: 0.19659169018268585 (0.19429239502240872) | > loss_disc_real_2: 0.20826418697834015 (0.208838921682588) | > loss_disc_real_3: 0.22330133616924286 (0.22474005458683805) | > loss_disc_real_4: 0.21671877801418304 (0.2266704712448449) | > loss_disc_real_5: 0.23086269199848175 (0.2231673464692872) | > loss_0: 2.2943105697631836 (2.313840545456985) | > grad_norm_0: tensor(7.4811, device='cuda:0') (tensor(7.0739, device='cuda:0')) | > loss_gen: 2.5416102409362793 (2.496717050157743) | > loss_kl: 2.083352565765381 (1.9389230547280147) | > loss_feat: 6.991403579711914 (7.0517627124128675) | > loss_mel: 17.36406135559082 (17.22828529620993) | > loss_duration: 1.9820783138275146 (2.001942737349149) | > loss_1: 30.962507247924805 (30.717631044058965) | > grad_norm_1: tensor(68.7034, device='cuda:0') (tensor(64.4555, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3503 (0.3606022473039298) | > loader_time: 0.0032 (0.0032829169569344356)  --> TIME: 2024-06-12 11:23:52 -- STEP: 54/330 -- GLOBAL_STEP: 416075 | > loss_disc: 2.3825597763061523 (2.34505104135584) | > loss_disc_real_0: 0.15094155073165894 (0.1087561667793327) | > loss_disc_real_1: 0.19654016196727753 (0.19408208835456106) | > loss_disc_real_2: 0.2176578789949417 (0.20967546657279687) | > loss_disc_real_3: 0.2756175696849823 (0.22647614611519706) | > loss_disc_real_4: 0.23874814808368683 (0.2313919790365078) | > loss_disc_real_5: 0.21228741109371185 (0.2231028769855146) | > loss_0: 2.3825597763061523 (2.34505104135584) | > grad_norm_0: tensor(8.9425, device='cuda:0') (tensor(7.8864, device='cuda:0')) | > loss_gen: 2.6019480228424072 (2.520642179029958) | > loss_kl: 1.7883549928665161 (1.9323454079804596) | > loss_feat: 8.066908836364746 (7.07556199144434) | > loss_mel: 17.89117431640625 (17.188621344389738) | > loss_duration: 1.940840721130371 (1.9795875792150144) | > loss_1: 32.28922653198242 (30.69675862347638) | > grad_norm_1: tensor(91.7661, device='cuda:0') (tensor(65.6605, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3676 (0.36317277396166775) | > loader_time: 0.0041 (0.003485895969249584)  --> TIME: 2024-06-12 11:24:01 -- STEP: 79/330 -- GLOBAL_STEP: 416100 | > loss_disc: 2.441412925720215 (2.3586692689340327) | > loss_disc_real_0: 0.132297545671463 (0.11087815331507332) | > loss_disc_real_1: 0.16538244485855103 (0.19350194223696673) | > loss_disc_real_2: 0.20007942616939545 (0.20966715129870403) | > loss_disc_real_3: 0.2113780528306961 (0.22685894803910317) | > loss_disc_real_4: 0.22796159982681274 (0.23194691331326206) | > loss_disc_real_5: 0.2281264215707779 (0.22741878975795793) | > loss_0: 2.441412925720215 (2.3586692689340327) | > grad_norm_0: tensor(14.3469, device='cuda:0') (tensor(8.9388, device='cuda:0')) | > loss_gen: 2.420485734939575 (2.496956411796279) | > loss_kl: 1.9135783910751343 (1.9376930994323538) | > loss_feat: 6.782784461975098 (7.030690350110018) | > loss_mel: 17.329376220703125 (17.149918133699437) | > loss_duration: 1.949084997177124 (1.9745768700973898) | > loss_1: 30.395309448242188 (30.589835009997405) | > grad_norm_1: tensor(46.5298, device='cuda:0') (tensor(83.1288, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.368 (0.3647268452221834) | > loader_time: 0.0037 (0.0035970543004289457)  --> TIME: 2024-06-12 11:24:11 -- STEP: 104/330 -- GLOBAL_STEP: 416125 | > loss_disc: 2.392800807952881 (2.360480980231211) | > loss_disc_real_0: 0.10234812647104263 (0.11142534196663362) | > loss_disc_real_1: 0.17288848757743835 (0.19280500788814747) | > loss_disc_real_2: 0.21026596426963806 (0.2099036485529863) | > loss_disc_real_3: 0.2408832311630249 (0.2286147834876409) | > loss_disc_real_4: 0.23963789641857147 (0.23311180979586565) | > loss_disc_real_5: 0.21848151087760925 (0.22758955465486416) | > loss_0: 2.392800807952881 (2.360480980231211) | > grad_norm_0: tensor(7.6104, device='cuda:0') (tensor(8.8368, device='cuda:0')) | > loss_gen: 2.4559342861175537 (2.492745869434796) | > loss_kl: 2.0409882068634033 (1.9549284680531576) | > loss_feat: 6.695598602294922 (7.001140750371492) | > loss_mel: 16.463354110717773 (17.117331541501553) | > loss_duration: 2.0229315757751465 (1.9769037916110113) | > loss_1: 29.67880630493164 (30.543050509232742) | > grad_norm_1: tensor(70.9537, device='cuda:0') (tensor(87.0858, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3612 (0.3666090162900778) | > loader_time: 0.0044 (0.0037125028096712553)  --> TIME: 2024-06-12 11:24:21 -- STEP: 129/330 -- GLOBAL_STEP: 416150 | > loss_disc: 2.3887946605682373 (2.361736826194348) | > loss_disc_real_0: 0.09123972058296204 (0.11190923436205516) | > loss_disc_real_1: 0.16596373915672302 (0.19275203410738198) | > loss_disc_real_2: 0.1940068155527115 (0.21036610307619552) | > loss_disc_real_3: 0.26476767659187317 (0.22906398426654728) | > loss_disc_real_4: 0.2450254261493683 (0.23245240308979684) | > loss_disc_real_5: 0.2210463434457779 (0.22680922453255617) | > loss_0: 2.3887946605682373 (2.361736826194348) | > grad_norm_0: tensor(10.2486, device='cuda:0') (tensor(8.7136, device='cuda:0')) | > loss_gen: 2.3929343223571777 (2.4839232836582856) | > loss_kl: 2.072720766067505 (1.9668962927751763) | > loss_feat: 6.556310653686523 (6.973551062650459) | > loss_mel: 16.802457809448242 (17.101844063100888) | > loss_duration: 1.9778536558151245 (1.9802068656729173) | > loss_1: 29.802276611328125 (30.506421673205473) | > grad_norm_1: tensor(79.7300, device='cuda:0') (tensor(86.8064, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3777 (0.3701184553693431) | > loader_time: 0.0039 (0.003767752832220506)  --> TIME: 2024-06-12 11:24:30 -- STEP: 154/330 -- GLOBAL_STEP: 416175 | > loss_disc: 2.4199419021606445 (2.3624133351561305) | > loss_disc_real_0: 0.15742845833301544 (0.1135707109585985) | > loss_disc_real_1: 0.1764920949935913 (0.1933451035096274) | > loss_disc_real_2: 0.2405734360218048 (0.21086706104990724) | > loss_disc_real_3: 0.26573726534843445 (0.22923796333662874) | > loss_disc_real_4: 0.2633897364139557 (0.23167827831847326) | > loss_disc_real_5: 0.23056603968143463 (0.22473589863095964) | > loss_0: 2.4199419021606445 (2.3624133351561305) | > grad_norm_0: tensor(11.4105, device='cuda:0') (tensor(9.1888, device='cuda:0')) | > loss_gen: 2.5312540531158447 (2.482837851945456) | > loss_kl: 2.0343058109283447 (1.9791443495007304) | > loss_feat: 6.485121250152588 (6.967517914710107) | > loss_mel: 16.97345733642578 (17.105638665038274) | > loss_duration: 1.9791483879089355 (1.9842116360540514) | > loss_1: 30.00328826904297 (30.51935049775359) | > grad_norm_1: tensor(60.1173, device='cuda:0') (tensor(97.7382, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3885 (0.3720627280024738) | > loader_time: 0.004 (0.003841051807651272)  --> TIME: 2024-06-12 11:24:40 -- STEP: 179/330 -- GLOBAL_STEP: 416200 | > loss_disc: 2.2945244312286377 (2.3700430246704784) | > loss_disc_real_0: 0.11580835282802582 (0.11543009288650652) | > loss_disc_real_1: 0.18740789592266083 (0.19370437105441227) | > loss_disc_real_2: 0.20996296405792236 (0.21144246605521475) | > loss_disc_real_3: 0.23518426716327667 (0.22930528456605345) | > loss_disc_real_4: 0.23573794960975647 (0.2327947738949813) | > loss_disc_real_5: 0.1922619342803955 (0.22496980387072324) | > loss_0: 2.2945244312286377 (2.3700430246704784) | > grad_norm_0: tensor(8.9279, device='cuda:0') (tensor(9.3890, device='cuda:0')) | > loss_gen: 2.582179546356201 (2.474671784725935) | > loss_kl: 2.0218822956085205 (1.9872651446465008) | > loss_feat: 7.525562286376953 (6.938360382058767) | > loss_mel: 17.460819244384766 (17.080271321302018) | > loss_duration: 2.046347141265869 (1.991373184672947) | > loss_1: 31.636789321899414 (30.471941942609224) | > grad_norm_1: tensor(277.5969, device='cuda:0') (tensor(100.2611, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.4091 (0.37474787568246837) | > loader_time: 0.0052 (0.003940430433390528)  --> TIME: 2024-06-12 11:24:50 -- STEP: 204/330 -- GLOBAL_STEP: 416225 | > loss_disc: 2.468376398086548 (2.3723902433526276) | > loss_disc_real_0: 0.14644524455070496 (0.11697394053871725) | > loss_disc_real_1: 0.23394623398780823 (0.19418087576095963) | > loss_disc_real_2: 0.26109907031059265 (0.21146512294516845) | > loss_disc_real_3: 0.23688296973705292 (0.22888152118699223) | > loss_disc_real_4: 0.2079058438539505 (0.23275983238629266) | > loss_disc_real_5: 0.21419715881347656 (0.22546916228591227) | > loss_0: 2.468376398086548 (2.3723902433526276) | > grad_norm_0: tensor(10.7654, device='cuda:0') (tensor(9.6841, device='cuda:0')) | > loss_gen: 2.424900531768799 (2.4702385383493786) | > loss_kl: 1.9676319360733032 (1.9975446135390038) | > loss_feat: 7.56994104385376 (6.9314743537528845) | > loss_mel: 17.44001579284668 (17.0314404590457) | > loss_duration: 2.018281936645508 (1.9993935449450624) | > loss_1: 31.4207706451416 (30.430091605466956) | > grad_norm_1: tensor(104.4168, device='cuda:0') (tensor(107.6201, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.4022 (0.3771837751070657) | > loader_time: 0.0049 (0.0040483918844484825)  --> TIME: 2024-06-12 11:25:01 -- STEP: 229/330 -- GLOBAL_STEP: 416250 | > loss_disc: 2.375936508178711 (2.3760904120566027) | > loss_disc_real_0: 0.12002907693386078 (0.11814124706530675) | > loss_disc_real_1: 0.21030905842781067 (0.19497414619771675) | > loss_disc_real_2: 0.2202846258878708 (0.21128721060190658) | > loss_disc_real_3: 0.2371709942817688 (0.22935373937979536) | > loss_disc_real_4: 0.2406085580587387 (0.2328549356700031) | > loss_disc_real_5: 0.23618505895137787 (0.2253200452140325) | > loss_0: 2.375936508178711 (2.3760904120566027) | > grad_norm_0: tensor(9.3343, device='cuda:0') (tensor(10.2720, device='cuda:0')) | > loss_gen: 2.465640068054199 (2.4622652790952477) | > loss_kl: 2.057044267654419 (2.0079047227009936) | > loss_feat: 6.948700904846191 (6.919525721187675) | > loss_mel: 16.8167781829834 (17.010742274954833) | > loss_duration: 2.1183087825775146 (2.008985645385808) | > loss_1: 30.406471252441406 (30.4094237281766) | > grad_norm_1: tensor(95.3054, device='cuda:0') (tensor(116.4390, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.3989 (0.38015557272465456) | > loader_time: 0.0051 (0.004177073724405212)  --> TIME: 2024-06-12 11:25:11 -- STEP: 254/330 -- GLOBAL_STEP: 416275 | > loss_disc: 2.414668560028076 (2.375877416978671) | > loss_disc_real_0: 0.1069779098033905 (0.11834011030361408) | > loss_disc_real_1: 0.1988973170518875 (0.19480161301381005) | > loss_disc_real_2: 0.1819957196712494 (0.21139437605546216) | > loss_disc_real_3: 0.21923565864562988 (0.22957201466316313) | > loss_disc_real_4: 0.2319851517677307 (0.23261905919144474) | > loss_disc_real_5: 0.24739374220371246 (0.22497502409332382) | > loss_0: 2.414668560028076 (2.375877416978671) | > grad_norm_0: tensor(20.1233, device='cuda:0') (tensor(11.0514, device='cuda:0')) | > loss_gen: 2.4096953868865967 (2.4633999856438242) | > loss_kl: 2.119826555252075 (2.0155420542701963) | > loss_feat: 6.906312465667725 (6.929694746422955) | > loss_mel: 16.697490692138672 (16.96926693653496) | > loss_duration: 2.0635061264038086 (2.016798202447064) | > loss_1: 30.19683074951172 (30.39470199524887) | > grad_norm_1: tensor(144.1898, device='cuda:0') (tensor(135.4875, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.4347 (0.38382571513258557) | > loader_time: 0.0057 (0.004292690847802348)  --> TIME: 2024-06-12 11:25:23 -- STEP: 279/330 -- GLOBAL_STEP: 416300 | > loss_disc: 2.148916721343994 (2.3728424144047566) | > loss_disc_real_0: 0.08676157891750336 (0.11815586141360704) | > loss_disc_real_1: 0.20474356412887573 (0.1951286470964818) | > loss_disc_real_2: 0.19336196780204773 (0.21122819548439384) | > loss_disc_real_3: 0.24387605488300323 (0.22981817683865946) | > loss_disc_real_4: 0.19981764256954193 (0.2326868319596868) | > loss_disc_real_5: 0.18436753749847412 (0.2233948557500771) | > loss_0: 2.148916721343994 (2.3728424144047566) | > grad_norm_0: tensor(23.0175, device='cuda:0') (tensor(12.3720, device='cuda:0')) | > loss_gen: 2.928523540496826 (2.477165371713674) | > loss_kl: 2.0167477130889893 (2.023914901586416) | > loss_feat: 7.802051067352295 (6.963295811820628) | > loss_mel: 16.45450210571289 (16.92087874532172) | > loss_duration: 2.124509811401367 (2.02652672456584) | > loss_1: 31.32633399963379 (30.411781598162907) | > grad_norm_1: tensor(340.2245, device='cuda:0') (tensor(157.2864, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.4488 (0.38867291156536354) | > loader_time: 0.0057 (0.0044480959574381505)  --> TIME: 2024-06-12 11:25:34 -- STEP: 304/330 -- GLOBAL_STEP: 416325 | > loss_disc: 2.4800894260406494 (2.377343747960894) | > loss_disc_real_0: 0.12314150482416153 (0.12010936448840719) | > loss_disc_real_1: 0.1938045471906662 (0.19578737370963945) | > loss_disc_real_2: 0.20489966869354248 (0.21139681314755437) | > loss_disc_real_3: 0.21120744943618774 (0.22962696374835154) | > loss_disc_real_4: 0.23045575618743896 (0.23230460467503258) | > loss_disc_real_5: 0.23685523867607117 (0.22290652779568182) | > loss_0: 2.4800894260406494 (2.377343747960894) | > grad_norm_0: tensor(32.8973, device='cuda:0') (tensor(14.1831, device='cuda:0')) | > loss_gen: 2.3161044120788574 (2.476072811766677) | > loss_kl: 2.1316077709198 (2.033721205043164) | > loss_feat: 6.40297269821167 (6.961189003367173) | > loss_mel: 15.623770713806152 (16.884537922708596) | > loss_duration: 2.17025089263916 (2.037758192733713) | > loss_1: 28.64470672607422 (30.39327917600933) | > grad_norm_1: tensor(343.4414, device='cuda:0') (tensor(179.2446, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 0.4674 (0.394878509797548) | > loader_time: 0.0067 (0.0046397894620895394)  --> TIME: 2024-06-12 11:26:03 -- STEP: 329/330 -- GLOBAL_STEP: 416350 | > loss_disc: 2.5707387924194336 (2.3834644342265947) | > loss_disc_real_0: 0.11841489374637604 (0.12183586856786241) | > loss_disc_real_1: 0.3935030996799469 (0.1970999325345352) | > loss_disc_real_2: 0.21917296946048737 (0.21182603024421862) | > loss_disc_real_3: 0.26523032784461975 (0.22991994729882678) | > loss_disc_real_4: 0.2972755432128906 (0.2326553108844351) | > loss_disc_real_5: 0.23652417957782745 (0.2235536721158535) | > loss_0: 2.5707387924194336 (2.3834644342265947) | > grad_norm_0: tensor(9.9783, device='cuda:0') (tensor(14.4112, device='cuda:0')) | > loss_gen: 2.5631790161132812 (2.47311065262212) | > loss_kl: 2.1726131439208984 (2.043752069893578) | > loss_feat: 12.278965950012207 (7.05124321099835) | > loss_mel: 19.525327682495117 (16.840248296326042) | > loss_duration: 2.297584295272827 (2.0525613787688743) | > loss_1: 38.837669372558594 (30.46091567854026) | > grad_norm_1: tensor(248.7826, device='cuda:0') (tensor(183.4882, device='cuda:0')) | > current_lr_0: 0.0001766304329398157 | > current_lr_1: 0.0001766304329398157 | > step_time: 14.8977 (0.45114484094196555) | > loader_time: 0.0332 (0.005094239052305831)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5301408767700195 (2.5301408767700195) | > loss_disc_real_0: 0.11067167669534683 (0.11067167669534683) | > loss_disc_real_1: 0.31678125262260437 (0.31678125262260437) | > loss_disc_real_2: 0.2416851669549942 (0.2416851669549942) | > loss_disc_real_3: 0.232651486992836 (0.232651486992836) | > loss_disc_real_4: 0.25956490635871887 (0.25956490635871887) | > loss_disc_real_5: 0.2539936602115631 (0.2539936602115631) | > loss_0: 2.5301408767700195 (2.5301408767700195) | > loss_gen: 2.428819179534912 (2.428819179534912) | > loss_kl: 2.775418996810913 (2.775418996810913) | > loss_feat: 7.683762073516846 (7.683762073516846) | > loss_mel: 18.502063751220703 (18.502063751220703) | > loss_duration: 3.1867830753326416 (3.1867830753326416) | > loss_1: 34.576847076416016 (34.576847076416016)  --> STEP: 1 | > loss_disc: 2.06514573097229 (2.06514573097229) | > loss_disc_real_0: 0.07278060913085938 (0.07278060913085938) | > loss_disc_real_1: 0.20473267138004303 (0.20473267138004303) | > loss_disc_real_2: 0.11696112900972366 (0.11696112900972366) | > loss_disc_real_3: 0.17513269186019897 (0.17513269186019897) | > loss_disc_real_4: 0.19933147728443146 (0.19933147728443146) | > loss_disc_real_5: 0.207032710313797 (0.207032710313797) | > loss_0: 2.06514573097229 (2.06514573097229) | > loss_gen: 2.4545164108276367 (2.4545164108276367) | > loss_kl: 2.912675142288208 (2.912675142288208) | > loss_feat: 6.633058071136475 (6.633058071136475) | > loss_mel: 19.772432327270508 (19.772432327270508) | > loss_duration: 2.51348876953125 (2.51348876953125) | > loss_1: 34.286170959472656 (34.286170959472656)  --> STEP: 2 | > loss_disc: 2.240138292312622 (2.152642011642456) | > loss_disc_real_0: 0.07579381763935089 (0.07428721338510513) | > loss_disc_real_1: 0.22768132388591766 (0.21620699763298035) | > loss_disc_real_2: 0.1839602291584015 (0.15046067908406258) | > loss_disc_real_3: 0.2019743025302887 (0.18855349719524384) | > loss_disc_real_4: 0.2919638752937317 (0.24564767628908157) | > loss_disc_real_5: 0.2387571632862091 (0.22289493680000305) | > loss_0: 2.240138292312622 (2.152642011642456) | > loss_gen: 2.503221273422241 (2.478868842124939) | > loss_kl: 3.004654884338379 (2.9586650133132935) | > loss_feat: 6.524715900421143 (6.578886985778809) | > loss_mel: 16.904441833496094 (18.3384370803833) | > loss_duration: 2.516106128692627 (2.5147974491119385) | > loss_1: 31.453140258789062 (32.86965560913086)  --> STEP: 3 | > loss_disc: 2.413067102432251 (2.239450375239054) | > loss_disc_real_0: 0.09723660349845886 (0.08193701008955638) | > loss_disc_real_1: 0.13775938749313354 (0.1900577942530314) | > loss_disc_real_2: 0.13642792403697968 (0.14578309406836829) | > loss_disc_real_3: 0.21505491435527802 (0.19738730291525522) | > loss_disc_real_4: 0.22041015326976776 (0.23723516861597696) | > loss_disc_real_5: 0.17501316964626312 (0.2069343477487564) | > loss_0: 2.413067102432251 (2.239450375239054) | > loss_gen: 1.91136634349823 (2.2897013425827026) | > loss_kl: 3.756321430206299 (3.224550485610962) | > loss_feat: 6.291521072387695 (6.4830983479817705) | > loss_mel: 16.353469848632812 (17.676781336466473) | > loss_duration: 2.4064407348632812 (2.478678544362386) | > loss_1: 30.719118118286133 (32.15280977884928)  --> STEP: 4 | > loss_disc: 2.440051555633545 (2.289600670337677) | > loss_disc_real_0: 0.09328967332839966 (0.0847751758992672) | > loss_disc_real_1: 0.30811530351638794 (0.21957217156887054) | > loss_disc_real_2: 0.1645243614912033 (0.15046841092407703) | > loss_disc_real_3: 0.2155231535434723 (0.2019212655723095) | > loss_disc_real_4: 0.27815523743629456 (0.24746518582105637) | > loss_disc_real_5: 0.23560217022895813 (0.21410130336880684) | > loss_0: 2.440051555633545 (2.289600670337677) | > loss_gen: 2.3077573776245117 (2.294215351343155) | > loss_kl: 3.9978220462799072 (3.4178683757781982) | > loss_feat: 6.247935771942139 (6.424307703971863) | > loss_mel: 16.326753616333008 (17.339274406433105) | > loss_duration: 2.4189555644989014 (2.463747799396515) | > loss_1: 31.299222946166992 (31.93941307067871)  --> STEP: 5 | > loss_disc: 2.4926235675811768 (2.3302052497863768) | > loss_disc_real_0: 0.13045912981033325 (0.09391196668148041) | > loss_disc_real_1: 0.26317664980888367 (0.22829306721687317) | > loss_disc_real_2: 0.18256384134292603 (0.15688749700784682) | > loss_disc_real_3: 0.20855484902858734 (0.20324798226356505) | > loss_disc_real_4: 0.19391214847564697 (0.2367545783519745) | > loss_disc_real_5: 0.15154246985912323 (0.20158953666687013) | > loss_0: 2.4926235675811768 (2.3302052497863768) | > loss_gen: 1.9515948295593262 (2.225691246986389) | > loss_kl: 3.209577798843384 (3.376210260391235) | > loss_feat: 6.2676239013671875 (6.392970943450928) | > loss_mel: 18.706802368164062 (17.612779998779295) | > loss_duration: 2.4604055881500244 (2.4630793571472167) | > loss_1: 32.596004486083984 (32.07073135375977)  --> STEP: 6 | > loss_disc: 2.2807655334472656 (2.321965297063192) | > loss_disc_real_0: 0.07845420390367508 (0.09133567288517952) | > loss_disc_real_1: 0.30054786801338196 (0.2403355340162913) | > loss_disc_real_2: 0.1584436446428299 (0.15714685494701067) | > loss_disc_real_3: 0.21454530954360962 (0.20513087014357248) | > loss_disc_real_4: 0.21628426015377045 (0.2333428586522738) | > loss_disc_real_5: 0.17848356068134308 (0.1977385406692823) | > loss_0: 2.2807655334472656 (2.321965297063192) | > loss_gen: 2.4367122650146484 (2.260861416657766) | > loss_kl: 2.3951478004455566 (3.212699850400289) | > loss_feat: 6.7459001541137695 (6.451792478561401) | > loss_mel: 17.60190773010254 (17.610967953999836) | > loss_duration: 2.2892277240753174 (2.434104084968567) | > loss_1: 31.468896865844727 (31.970425605773926)  --> STEP: 7 | > loss_disc: 2.238527536392212 (2.3100456169673373) | > loss_disc_real_0: 0.062351785600185394 (0.08719511755875178) | > loss_disc_real_1: 0.21144254505634308 (0.23620796416487014) | > loss_disc_real_2: 0.20103061199188232 (0.16341596309627807) | > loss_disc_real_3: 0.18466083705425262 (0.20220657970224107) | > loss_disc_real_4: 0.21914157271385193 (0.23131410351821355) | > loss_disc_real_5: 0.13833314180374146 (0.18925205511706217) | > loss_0: 2.238527536392212 (2.3100456169673373) | > loss_gen: 2.191229820251465 (2.25091404574258) | > loss_kl: 5.03457498550415 (3.472967726843698) | > loss_feat: 7.006258964538574 (6.53100197655814) | > loss_mel: 18.090576171875 (17.67948341369629) | > loss_duration: 2.539306879043579 (2.4491330555507114) | > loss_1: 34.86194610595703 (32.38349996294294)  --> STEP: 8 | > loss_disc: 2.4867641925811768 (2.3321354389190674) | > loss_disc_real_0: 0.1769685596227646 (0.09841679781675339) | > loss_disc_real_1: 0.23972609639167786 (0.2366477306932211) | > loss_disc_real_2: 0.2123437523841858 (0.16953193675726652) | > loss_disc_real_3: 0.20110681653022766 (0.2020691093057394) | > loss_disc_real_4: 0.2553746700286865 (0.23432167433202267) | > loss_disc_real_5: 0.1933617889881134 (0.18976577185094357) | > loss_0: 2.4867641925811768 (2.3321354389190674) | > loss_gen: 2.2038509845733643 (2.245031163096428) | > loss_kl: 3.202650785446167 (3.4391781091690063) | > loss_feat: 7.608613014221191 (6.665703356266022) | > loss_mel: 17.387645721435547 (17.643003702163696) | > loss_duration: 2.226031541824341 (2.421245366334915) | > loss_1: 32.62879180908203 (32.41416144371033)  --> STEP: 9 | > loss_disc: 2.3299574851989746 (2.3318934440612793) | > loss_disc_real_0: 0.2150193154811859 (0.11137263311280145) | > loss_disc_real_1: 0.21580027043819427 (0.23433134622044033) | > loss_disc_real_2: 0.15151357650756836 (0.1675298967295223) | > loss_disc_real_3: 0.20300456881523132 (0.2021730492512385) | > loss_disc_real_4: 0.2067984938621521 (0.2312635431687037) | > loss_disc_real_5: 0.1863025575876236 (0.18938097026613024) | > loss_0: 2.3299574851989746 (2.3318934440612793) | > loss_gen: 2.338372230529785 (2.2554023928112454) | > loss_kl: 3.2840070724487305 (3.4219368828667536) | > loss_feat: 11.539373397827148 (7.207222249772814) | > loss_mel: 18.210020065307617 (17.706005520290798) | > loss_duration: 2.2653207778930664 (2.4039204120635986) | > loss_1: 37.63709259033203 (32.9944871266683)  --> STEP: 10 | > loss_disc: 2.290083408355713 (2.3277124404907226) | > loss_disc_real_0: 0.11704595386981964 (0.11193996518850327) | > loss_disc_real_1: 0.251796156167984 (0.2360778272151947) | > loss_disc_real_2: 0.2624833285808563 (0.17702523991465569) | > loss_disc_real_3: 0.23776984214782715 (0.20573272854089736) | > loss_disc_real_4: 0.21916645765304565 (0.2300538346171379) | > loss_disc_real_5: 0.14998525381088257 (0.18544139862060546) | > loss_0: 2.290083408355713 (2.3277124404907226) | > loss_gen: 2.615966320037842 (2.291458785533905) | > loss_kl: 3.0151641368865967 (3.3812596082687376) | > loss_feat: 7.720250606536865 (7.258525085449219) | > loss_mel: 17.764297485351562 (17.711834716796876) | > loss_duration: 2.41262149810791 (2.40479052066803) | > loss_1: 33.52830123901367 (33.04786853790283)  --> STEP: 11 | > loss_disc: 2.5600624084472656 (2.348835164850408) | > loss_disc_real_0: 0.12332061678171158 (0.11297456987879494) | > loss_disc_real_1: 0.2188144326210022 (0.23450842770663174) | > loss_disc_real_2: 0.23398011922836304 (0.1822029562159018) | > loss_disc_real_3: 0.23210065066814423 (0.2081298123706471) | > loss_disc_real_4: 0.2884363532066345 (0.23536133630709213) | > loss_disc_real_5: 0.23495343327522278 (0.18994249268011612) | > loss_0: 2.5600624084472656 (2.348835164850408) | > loss_gen: 2.1840763092041016 (2.281696742231196) | > loss_kl: 3.90364670753479 (3.428749344565652) | > loss_feat: 5.48500394821167 (7.0972958911548965) | > loss_mel: 17.279558181762695 (17.672536849975586) | > loss_duration: 2.52091121673584 (2.415346947583285) | > loss_1: 31.37319564819336 (32.89562554792924)  --> STEP: 12 | > loss_disc: 2.334115505218506 (2.34760852654775) | > loss_disc_real_0: 0.1286005973815918 (0.11427673883736134) | > loss_disc_real_1: 0.21829853951931 (0.2331576036910216) | > loss_disc_real_2: 0.17109467089176178 (0.18127726577222347) | > loss_disc_real_3: 0.21414490044116974 (0.20863106970985731) | > loss_disc_real_4: 0.1853725016117096 (0.23119560008247694) | > loss_disc_real_5: 0.20031960308551788 (0.19080725188056627) | > loss_0: 2.334115505218506 (2.34760852654775) | > loss_gen: 2.192209243774414 (2.2742394506931305) | > loss_kl: 3.11501145362854 (3.4026045203208923) | > loss_feat: 6.22404670715332 (7.024525125821431) | > loss_mel: 18.29790496826172 (17.724650859832764) | > loss_duration: 2.354682445526123 (2.410291572411855) | > loss_1: 32.18385314941406 (32.836311181386314)  --> STEP: 13 | > loss_disc: 2.517475128173828 (2.360675188211294) | > loss_disc_real_0: 0.20518288016319275 (0.12126951893934837) | > loss_disc_real_1: 0.24853213131427765 (0.2343402596620413) | > loss_disc_real_2: 0.1799020767211914 (0.18117148199906716) | > loss_disc_real_3: 0.2512119710445404 (0.21190652365867907) | > loss_disc_real_4: 0.2574974298477173 (0.2332188177567262) | > loss_disc_real_5: 0.22991175949573517 (0.19381529092788696) | > loss_0: 2.517475128173828 (2.360675188211294) | > loss_gen: 2.3949790000915527 (2.283527108339163) | > loss_kl: 3.608478546142578 (3.4184409838456373) | > loss_feat: 7.553351402282715 (7.065204070164607) | > loss_mel: 18.44342613220215 (17.77994126539964) | > loss_duration: 2.2604541778564453 (2.3987656189845157) | > loss_1: 34.26068878173828 (32.9458786891057)  --> STEP: 14 | > loss_disc: 2.434138298034668 (2.3659225531986783) | > loss_disc_real_0: 0.05864110589027405 (0.11679606086441449) | > loss_disc_real_1: 0.17400233447551727 (0.23003040786300386) | > loss_disc_real_2: 0.1777041256427765 (0.18092381368790353) | > loss_disc_real_3: 0.22367440164089203 (0.2127470863716943) | > loss_disc_real_4: 0.23697340488433838 (0.23348700255155563) | > loss_disc_real_5: 0.23386737704277039 (0.1966761542218072) | > loss_0: 2.434138298034668 (2.3659225531986783) | > loss_gen: 2.117121696472168 (2.2716410074915205) | > loss_kl: 4.2065110206604 (3.4747317007609775) | > loss_feat: 5.759134292602539 (6.971913371767316) | > loss_mel: 18.469850540161133 (17.829220499311173) | > loss_duration: 2.449564218521118 (2.4023940903799876) | > loss_1: 33.00218200683594 (32.949900354657856)  --> STEP: 15 | > loss_disc: 2.3746604919433594 (2.3665050824483234) | > loss_disc_real_0: 0.048829421401023865 (0.1122649515668551) | > loss_disc_real_1: 0.2087468057870865 (0.2286115010579427) | > loss_disc_real_2: 0.2423449158668518 (0.18501855383316676) | > loss_disc_real_3: 0.176125630736351 (0.21030565599600473) | > loss_disc_real_4: 0.2111935317516327 (0.2320007711648941) | > loss_disc_real_5: 0.1900465488433838 (0.19623418052991232) | > loss_0: 2.3746604919433594 (2.3665050824483234) | > loss_gen: 2.1013355255126953 (2.260287308692932) | > loss_kl: 3.877967596054077 (3.5016140937805176) | > loss_feat: 7.49777889251709 (7.006971073150635) | > loss_mel: 16.731325149536133 (17.756027475992838) | > loss_duration: 2.3975515365600586 (2.402071253458659) | > loss_1: 32.60595703125 (32.926970799764)  --> STEP: 16 | > loss_disc: 2.451639175415039 (2.3718259632587433) | > loss_disc_real_0: 0.07811787724494934 (0.110130759421736) | > loss_disc_real_1: 0.22775647044181824 (0.22855806164443493) | > loss_disc_real_2: 0.22540728747844696 (0.18754284968599677) | > loss_disc_real_3: 0.2343902736902237 (0.21181094460189342) | > loss_disc_real_4: 0.2454226315021515 (0.2328396374359727) | > loss_disc_real_5: 0.17540809512138367 (0.19493255019187927) | > loss_0: 2.451639175415039 (2.3718259632587433) | > loss_gen: 2.2353522777557373 (2.2587288692593575) | > loss_kl: 3.2920968532562256 (3.4885192662477493) | > loss_feat: 7.821159839630127 (7.057857871055603) | > loss_mel: 16.380916595458984 (17.670083045959473) | > loss_duration: 2.393801212310791 (2.401554375886917) | > loss_1: 32.12332534790039 (32.87674295902252)  --> STEP: 17 | > loss_disc: 2.873063564300537 (2.4013105280259075) | > loss_disc_real_0: 0.07445582747459412 (0.1080322340130806) | > loss_disc_real_1: 0.2864086329936981 (0.2319610364296857) | > loss_disc_real_2: 0.26749223470687866 (0.19224575468722513) | > loss_disc_real_3: 0.2772356867790222 (0.21565945884760687) | > loss_disc_real_4: 0.3955139219760895 (0.24240871299715602) | > loss_disc_real_5: 0.3637756109237671 (0.20486449494081385) | > loss_0: 2.873063564300537 (2.4013105280259075) | > loss_gen: 2.2682013511657715 (2.259286074077382) | > loss_kl: 2.6440165042877197 (3.438842633191277) | > loss_feat: 7.79165506362915 (7.101022411795223) | > loss_mel: 15.747842788696289 (17.557010089649875) | > loss_duration: 2.4226253032684326 (2.4027938422034767) | > loss_1: 30.874340057373047 (32.75895455304314)  --> STEP: 18 | > loss_disc: 2.538710594177246 (2.408943865034315) | > loss_disc_real_0: 0.11520931124687195 (0.108430960526069) | > loss_disc_real_1: 0.23553252220153809 (0.23215945230589974) | > loss_disc_real_2: 0.20004388689994812 (0.19267898425459862) | > loss_disc_real_3: 0.19497542083263397 (0.21451034562455285) | > loss_disc_real_4: 0.22627326846122742 (0.24151229941182667) | > loss_disc_real_5: 0.2581649124622345 (0.20782562924755943) | > loss_0: 2.538710594177246 (2.408943865034315) | > loss_gen: 2.109623432159424 (2.2509714828597174) | > loss_kl: 3.376528739929199 (3.4353807502322726) | > loss_feat: 7.921230316162109 (7.146589517593384) | > loss_mel: 17.693506240844727 (17.564593209160698) | > loss_duration: 2.3059637546539307 (2.3974143928951688) | > loss_1: 33.40685272216797 (32.7949488957723)  --> STEP: 19 | > loss_disc: 2.281432628631592 (2.4022327473289087) | > loss_disc_real_0: 0.236942857503891 (0.11519474457753331) | > loss_disc_real_1: 0.1637614369392395 (0.22855955676028603) | > loss_disc_real_2: 0.19226165115833282 (0.19265701935479515) | > loss_disc_real_3: 0.21487562358379364 (0.21452957078030235) | > loss_disc_real_4: 0.2574808597564697 (0.24235274995628156) | > loss_disc_real_5: 0.22880931198596954 (0.2089300336022126) | > loss_0: 2.281432628631592 (2.4022327473289087) | > loss_gen: 2.4501779079437256 (2.2614560315483496) | > loss_kl: 2.5393600463867188 (3.388221765819349) | > loss_feat: 6.337137699127197 (7.10398679030569) | > loss_mel: 16.190303802490234 (17.49226218775699) | > loss_duration: 2.3964571952819824 (2.397364014073422) | > loss_1: 29.913436889648438 (32.6432903691342)  --> STEP: 20 | > loss_disc: 2.4566915035247803 (2.4049556851387024) | > loss_disc_real_0: 0.06424124538898468 (0.11264706961810589) | > loss_disc_real_1: 0.21370215713977814 (0.22781668677926065) | > loss_disc_real_2: 0.20380643010139465 (0.19321448989212514) | > loss_disc_real_3: 0.15274253487586975 (0.21144021898508072) | > loss_disc_real_4: 0.20946504175662994 (0.240708364546299) | > loss_disc_real_5: 0.16811741888523102 (0.20688940286636354) | > loss_0: 2.4566915035247803 (2.4049556851387024) | > loss_gen: 1.9467977285385132 (2.2457231163978575) | > loss_kl: 2.464484691619873 (3.342034912109375) | > loss_feat: 7.051460266113281 (7.10136046409607) | > loss_mel: 19.06978988647461 (17.57113857269287) | > loss_duration: 2.3616390228271484 (2.3955777645111085) | > loss_1: 32.89417266845703 (32.65583448410034)  --> STEP: 21 | > loss_disc: 2.4364230632781982 (2.4064541317167736) | > loss_disc_real_0: 0.14731952548027039 (0.11429813894487563) | > loss_disc_real_1: 0.20302735269069672 (0.22663624229885282) | > loss_disc_real_2: 0.1899891197681427 (0.19306090083860217) | > loss_disc_real_3: 0.24607911705970764 (0.21308969032196773) | > loss_disc_real_4: 0.2689526379108429 (0.2420533299446106) | > loss_disc_real_5: 0.2574913203716278 (0.20929901798566183) | > loss_0: 2.4364230632781982 (2.4064541317167736) | > loss_gen: 2.3291778564453125 (2.2496971516382125) | > loss_kl: 2.122779369354248 (3.283975124359131) | > loss_feat: 5.001779556274414 (7.001380420866466) | > loss_mel: 13.879379272460938 (17.395340510777064) | > loss_duration: 2.2269270420074463 (2.3875467777252197) | > loss_1: 25.560043334960938 (32.317939667474654)  --> STEP: 22 | > loss_disc: 2.610830545425415 (2.4157439687035303) | > loss_disc_real_0: 0.09954528510570526 (0.11362755467945879) | > loss_disc_real_1: 0.466415137052536 (0.2375352829694748) | > loss_disc_real_2: 0.20855440199375153 (0.19376515089110893) | > loss_disc_real_3: 0.21614329516887665 (0.21322849054228177) | > loss_disc_real_4: 0.2181825339794159 (0.24096829376437448) | > loss_disc_real_5: 0.22753745317459106 (0.21012803776697678) | > loss_0: 2.610830545425415 (2.4157439687035303) | > loss_gen: 2.4625492095947266 (2.2593722451816904) | > loss_kl: 2.5944929122924805 (3.252635023810647) | > loss_feat: 8.984210014343262 (7.091509038751775) | > loss_mel: 18.726795196533203 (17.455861178311434) | > loss_duration: 2.218020439147949 (2.3798410350626167) | > loss_1: 34.98606872558594 (32.43921826102517)  --> STEP: 23 | > loss_disc: 2.496569871902466 (2.419258138407832) | > loss_disc_real_0: 0.1468466818332672 (0.11507186455571133) | > loss_disc_real_1: 0.26430004835128784 (0.23869896842085797) | > loss_disc_real_2: 0.23011569678783417 (0.19534560940835788) | > loss_disc_real_3: 0.20377182960510254 (0.21281733137110007) | > loss_disc_real_4: 0.2515210509300232 (0.24142710929331573) | > loss_disc_real_5: 0.2246583104133606 (0.21075978875160217) | > loss_0: 2.496569871902466 (2.419258138407832) | > loss_gen: 2.2289373874664307 (2.2580489904984185) | > loss_kl: 2.6223506927490234 (3.22523135724275) | > loss_feat: 5.595880031585693 (7.02648169061412) | > loss_mel: 15.179649353027344 (17.356895446777344) | > loss_duration: 2.2851438522338867 (2.375723766243976) | > loss_1: 27.91196060180664 (32.24238097149393)  --> STEP: 24 | > loss_disc: 2.6934890747070312 (2.4306844274202986) | > loss_disc_real_0: 0.12522077560424805 (0.11549473584940036) | > loss_disc_real_1: 0.3664575517177582 (0.24402224272489548) | > loss_disc_real_2: 0.25551119446754456 (0.19785250878582397) | > loss_disc_real_3: 0.2460346519947052 (0.2142013863970836) | > loss_disc_real_4: 0.29500919580459595 (0.24365969623128572) | > loss_disc_real_5: 0.2666644752025604 (0.21308915068705878) | > loss_0: 2.6934890747070312 (2.4306844274202986) | > loss_gen: 2.1967568397521973 (2.2554951508839927) | > loss_kl: 2.647883653640747 (3.201175202926) | > loss_feat: 5.647278308868408 (6.969014883041382) | > loss_mel: 18.063270568847656 (17.386327743530273) | > loss_duration: 2.425936460494995 (2.3778159618377686) | > loss_1: 30.981124877929688 (32.189828634262085)  --> STEP: 25 | > loss_disc: 2.752584218978882 (2.443560419082642) | > loss_disc_real_0: 0.21184378862380981 (0.11934869796037674) | > loss_disc_real_1: 0.3341393768787384 (0.2476269280910492) | > loss_disc_real_2: 0.26638203859329224 (0.2005936899781227) | > loss_disc_real_3: 0.2618415057659149 (0.21610699117183685) | > loss_disc_real_4: 0.3170573115348816 (0.24659560084342957) | > loss_disc_real_5: 0.32863137125968933 (0.21771083950996398) | > loss_0: 2.752584218978882 (2.443560419082642) | > loss_gen: 2.6119027137756348 (2.269751453399658) | > loss_kl: 2.6183340549468994 (3.177861557006836) | > loss_feat: 7.516600131988525 (6.990918292999267) | > loss_mel: 16.24599838256836 (17.340714569091798) | > loss_duration: 2.4024667739868164 (2.3788019943237306) | > loss_1: 31.395301818847656 (32.15804756164551)  --> STEP: 26 | > loss_disc: 3.4285476207733154 (2.481444542224591) | > loss_disc_real_0: 0.2542181611061096 (0.12453598500444339) | > loss_disc_real_1: 0.33108997344970703 (0.2508370452202283) | > loss_disc_real_2: 0.07172033935785294 (0.19563702264657387) | > loss_disc_real_3: 0.20595917105674744 (0.21571669039817956) | > loss_disc_real_4: 0.17466025054454803 (0.24382885660116488) | > loss_disc_real_5: 0.474701464176178 (0.22759509430481836) | > loss_0: 3.4285476207733154 (2.481444542224591) | > loss_gen: 1.7940114736557007 (2.2514537618710446) | > loss_kl: 2.38154935836792 (3.147234164751493) | > loss_feat: 11.203533172607422 (7.152941942214966) | > loss_mel: 20.496746063232422 (17.462100395789513) | > loss_duration: 2.2939248085021973 (2.3755374871767487) | > loss_1: 38.16976547241211 (32.38926748129038) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024743446936974158 (-3.063678741455078e-05) | > avg_loss_disc: 2.481444542224591 (-0.04393554650820164) | > avg_loss_disc_real_0: 0.12453598500444339 (-0.08238892773023017) | > avg_loss_disc_real_1: 0.2508370452202283 (-0.03773780224414969) | > avg_loss_disc_real_2: 0.19563702264657387 (-0.0006724888315567668) | > avg_loss_disc_real_3: 0.21571669039817956 (-0.045797644326320025) | > avg_loss_disc_real_4: 0.24382885660116488 (-0.041290927391785914) | > avg_loss_disc_real_5: 0.22759509430481836 (-0.04183311301928297) | > avg_loss_0: 2.481444542224591 (-0.04393554650820164) | > avg_loss_gen: 2.2514537618710446 (-0.36432598645870495) | > avg_loss_kl: 3.147234164751493 (-0.0065083412023692055) | > avg_loss_feat: 7.152941942214966 (+0.6222673379457913) | > avg_loss_mel: 17.462100395789513 (+0.46872102297269436) | > avg_loss_duration: 2.3755374871767487 (-0.0016286098040065866) | > avg_loss_1: 32.38926748129038 (+0.7185252996591487)  > EPOCH: 995/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:26:09)   --> TIME: 2024-06-12 11:26:19 -- STEP: 24/330 -- GLOBAL_STEP: 416375 | > loss_disc: 2.385138988494873 (2.2995527684688573) | > loss_disc_real_0: 0.0915878489613533 (0.10347042605280876) | > loss_disc_real_1: 0.1496533453464508 (0.19552848301827908) | > loss_disc_real_2: 0.21247462928295135 (0.200841357310613) | > loss_disc_real_3: 0.22838419675827026 (0.21967265692849955) | > loss_disc_real_4: 0.23797599971294403 (0.2282030861824751) | > loss_disc_real_5: 0.24933138489723206 (0.22080015453199545) | > loss_0: 2.385138988494873 (2.2995527684688573) | > grad_norm_0: tensor(10.1255, device='cuda:0') (tensor(9.4384, device='cuda:0')) | > loss_gen: 2.467136859893799 (2.519221862157186) | > loss_kl: 1.8439298868179321 (1.9056931883096695) | > loss_feat: 7.025132179260254 (7.077013214429219) | > loss_mel: 17.175500869750977 (17.119600415229797) | > loss_duration: 1.911717176437378 (2.006199806928634) | > loss_1: 30.423416137695312 (30.627728700637817) | > grad_norm_1: tensor(54.1120, device='cuda:0') (tensor(86.0314, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.3687 (0.3709856867790222) | > loader_time: 0.0032 (0.003170222043991089)  --> TIME: 2024-06-12 11:26:32 -- STEP: 49/330 -- GLOBAL_STEP: 416400 | > loss_disc: 2.271260976791382 (2.3355669099457423) | > loss_disc_real_0: 0.11840935796499252 (0.10545351827631191) | > loss_disc_real_1: 0.17904578149318695 (0.19703159466081735) | > loss_disc_real_2: 0.21305735409259796 (0.20470143155175813) | > loss_disc_real_3: 0.20498454570770264 (0.22785308561762985) | > loss_disc_real_4: 0.20164872705936432 (0.23077799075720262) | > loss_disc_real_5: 0.20214003324508667 (0.22148325005356145) | > loss_0: 2.271260976791382 (2.3355669099457423) | > grad_norm_0: tensor(9.7282, device='cuda:0') (tensor(9.4977, device='cuda:0')) | > loss_gen: 2.4468560218811035 (2.5030723250642115) | > loss_kl: 1.960384488105774 (1.9563186630910756) | > loss_feat: 6.818576812744141 (7.007280194029516) | > loss_mel: 16.360078811645508 (17.1544494045024) | > loss_duration: 1.9261853694915771 (1.9780517889528855) | > loss_1: 29.512081146240234 (30.599172514312123) | > grad_norm_1: tensor(60.2098, device='cuda:0') (tensor(87.3347, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.3604 (0.3678566922946852) | > loader_time: 0.0635 (0.0664295566325285)  --> TIME: 2024-06-12 11:26:41 -- STEP: 74/330 -- GLOBAL_STEP: 416425 | > loss_disc: 2.362712860107422 (2.3414514580288457) | > loss_disc_real_0: 0.10019437968730927 (0.10385113008118965) | > loss_disc_real_1: 0.182148739695549 (0.19687920063734055) | > loss_disc_real_2: 0.23939436674118042 (0.20527619526192947) | > loss_disc_real_3: 0.22044411301612854 (0.22926565984616398) | > loss_disc_real_4: 0.2505628168582916 (0.23364087033110695) | > loss_disc_real_5: 0.23898456990718842 (0.22452663871887568) | > loss_0: 2.362712860107422 (2.3414514580288457) | > grad_norm_0: tensor(11.4807, device='cuda:0') (tensor(9.2030, device='cuda:0')) | > loss_gen: 2.409611701965332 (2.50507602498338) | > loss_kl: 2.0513105392456055 (1.9828002646162703) | > loss_feat: 7.1725029945373535 (7.035519355052227) | > loss_mel: 16.958494186401367 (17.18549649779861) | > loss_duration: 1.889246940612793 (1.9690369415927578) | > loss_1: 30.48116683959961 (30.677929104985417) | > grad_norm_1: tensor(88.1502, device='cuda:0') (tensor(87.4935, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.3605 (0.3660587072372436) | > loader_time: 0.0035 (0.045230804262934514)  --> TIME: 2024-06-12 11:26:51 -- STEP: 99/330 -- GLOBAL_STEP: 416450 | > loss_disc: 2.2672066688537598 (2.3415866741026297) | > loss_disc_real_0: 0.09386099874973297 (0.10656996966913493) | > loss_disc_real_1: 0.18388092517852783 (0.19621901575363043) | > loss_disc_real_2: 0.21998518705368042 (0.2059421393305364) | > loss_disc_real_3: 0.22674638032913208 (0.22851382090587802) | > loss_disc_real_4: 0.19370019435882568 (0.2319987869322902) | > loss_disc_real_5: 0.2057364284992218 (0.22300577118541254) | > loss_0: 2.2672066688537598 (2.3415866741026297) | > grad_norm_0: tensor(9.3670, device='cuda:0') (tensor(9.0349, device='cuda:0')) | > loss_gen: 2.3158609867095947 (2.494892580340607) | > loss_kl: 2.0000343322753906 (1.9897550814079517) | > loss_feat: 7.428255558013916 (6.975040782581676) | > loss_mel: 17.828899383544922 (17.160922339468286) | > loss_duration: 2.0016400814056396 (1.9715602566497494) | > loss_1: 31.574689865112305 (30.592171042856545) | > grad_norm_1: tensor(80.6848, device='cuda:0') (tensor(83.9307, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.375 (0.36672954125837853) | > loader_time: 0.0036 (0.034792818204321056)  --> TIME: 2024-06-12 11:27:00 -- STEP: 124/330 -- GLOBAL_STEP: 416475 | > loss_disc: 2.3808059692382812 (2.3436412080641724) | > loss_disc_real_0: 0.10749738663434982 (0.10728555316886594) | > loss_disc_real_1: 0.15632951259613037 (0.19453468221810558) | > loss_disc_real_2: 0.23614849150180817 (0.20702113187120805) | > loss_disc_real_3: 0.22000311315059662 (0.22873139838057174) | > loss_disc_real_4: 0.21953438222408295 (0.23219168005931762) | > loss_disc_real_5: 0.21834060549736023 (0.22285327483569423) | > loss_0: 2.3808059692382812 (2.3436412080641724) | > grad_norm_0: tensor(15.5298, device='cuda:0') (tensor(8.8455, device='cuda:0')) | > loss_gen: 2.4714884757995605 (2.4908914700631164) | > loss_kl: 2.0382442474365234 (1.9996391496350687) | > loss_feat: 7.547690391540527 (6.963423259796635) | > loss_mel: 17.85650634765625 (17.14759741290923) | > loss_duration: 1.9916012287139893 (1.9772926886235513) | > loss_1: 31.90553092956543 (30.57884399352535) | > grad_norm_1: tensor(179.7873, device='cuda:0') (tensor(86.5919, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.3629 (0.36796620007484193) | > loader_time: 0.0041 (0.02860478047401675)  --> TIME: 2024-06-12 11:27:10 -- STEP: 149/330 -- GLOBAL_STEP: 416500 | > loss_disc: 2.3457140922546387 (2.3504736023461263) | > loss_disc_real_0: 0.08966280519962311 (0.10983747143873432) | > loss_disc_real_1: 0.1723809391260147 (0.19482309886273125) | > loss_disc_real_2: 0.17224285006523132 (0.20714380567105822) | > loss_disc_real_3: 0.22331158816814423 (0.22951478476092319) | > loss_disc_real_4: 0.2462083101272583 (0.2321381812927707) | > loss_disc_real_5: 0.24562545120716095 (0.22284299175211247) | > loss_0: 2.3457140922546387 (2.3504736023461263) | > grad_norm_0: tensor(15.8367, device='cuda:0') (tensor(10.4027, device='cuda:0')) | > loss_gen: 2.4942243099212646 (2.486782627617752) | > loss_kl: 2.1556570529937744 (2.0072066527885077) | > loss_feat: 6.832664966583252 (6.963400591139825) | > loss_mel: 16.92240333557129 (17.130625840001453) | > loss_duration: 2.017108917236328 (1.98335760871836) | > loss_1: 30.42205810546875 (30.571373344267776) | > grad_norm_1: tensor(283.2823, device='cuda:0') (tensor(116.9370, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.381 (0.3696113608827527) | > loader_time: 0.0048 (0.02452814819028714) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_416500.pth  --> TIME: 2024-06-12 11:27:25 -- STEP: 174/330 -- GLOBAL_STEP: 416525 | > loss_disc: 2.503654718399048 (2.353558259448787) | > loss_disc_real_0: 0.13889741897583008 (0.11146082181012494) | > loss_disc_real_1: 0.17976364493370056 (0.19490440369680018) | > loss_disc_real_2: 0.22943852841854095 (0.20742215327490332) | > loss_disc_real_3: 0.24948984384536743 (0.22968228469634877) | > loss_disc_real_4: 0.21511660516262054 (0.23316202526805044) | > loss_disc_real_5: 0.2195955067873001 (0.22301239263394784) | > loss_0: 2.503654718399048 (2.353558259448787) | > grad_norm_0: tensor(10.8552, device='cuda:0') (tensor(11.1685, device='cuda:0')) | > loss_gen: 2.3330647945404053 (2.4872351487477604) | > loss_kl: 2.0814311504364014 (2.017842720979931) | > loss_feat: 7.224760055541992 (6.962400293898308) | > loss_mel: 17.439420700073242 (17.108217387363823) | > loss_duration: 2.085765838623047 (1.9899102319246051) | > loss_1: 31.164443969726562 (30.565605821280645) | > grad_norm_1: tensor(179.2849, device='cuda:0') (tensor(129.9701, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.3928 (0.37434397346671977) | > loader_time: 0.0043 (0.021663641107493442)  --> TIME: 2024-06-12 11:27:35 -- STEP: 199/330 -- GLOBAL_STEP: 416550 | > loss_disc: 2.3665692806243896 (2.357373104622617) | > loss_disc_real_0: 0.11928799003362656 (0.11304561449355216) | > loss_disc_real_1: 0.22287990152835846 (0.19561498593445406) | > loss_disc_real_2: 0.267302542924881 (0.20879905449984656) | > loss_disc_real_3: 0.23506757616996765 (0.23028095740469257) | > loss_disc_real_4: 0.2507527470588684 (0.2317514321462593) | > loss_disc_real_5: 0.265219509601593 (0.22223805909480282) | > loss_0: 2.3665692806243896 (2.357373104622617) | > grad_norm_0: tensor(17.9159, device='cuda:0') (tensor(12.1451, device='cuda:0')) | > loss_gen: 2.6109607219696045 (2.488395417754972) | > loss_kl: 2.070988655090332 (2.0222637323877914) | > loss_feat: 6.62932825088501 (6.955648091570217) | > loss_mel: 16.432998657226562 (17.070770594342864) | > loss_duration: 2.122100591659546 (1.9987731429200675) | > loss_1: 29.866376876831055 (30.535851023305003) | > grad_norm_1: tensor(331.1214, device='cuda:0') (tensor(151.1728, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.4197 (0.3784695162845018) | > loader_time: 0.005 (0.019556195292640584)  --> TIME: 2024-06-12 11:27:46 -- STEP: 224/330 -- GLOBAL_STEP: 416575 | > loss_disc: 2.2458832263946533 (2.358819435749737) | > loss_disc_real_0: 0.07125034928321838 (0.11374303914739617) | > loss_disc_real_1: 0.1586485356092453 (0.19582952046766883) | > loss_disc_real_2: 0.18845349550247192 (0.20882961998826688) | > loss_disc_real_3: 0.22345207631587982 (0.23033664681549584) | > loss_disc_real_4: 0.20859433710575104 (0.2318156893098993) | > loss_disc_real_5: 0.18968191742897034 (0.2219130211243672) | > loss_0: 2.2458832263946533 (2.358819435749737) | > grad_norm_0: tensor(20.1968, device='cuda:0') (tensor(13.7369, device='cuda:0')) | > loss_gen: 2.655691623687744 (2.493123430226529) | > loss_kl: 2.0868308544158936 (2.0255728065967546) | > loss_feat: 8.037922859191895 (6.976300314068794) | > loss_mel: 17.199230194091797 (17.037094397204253) | > loss_duration: 2.1159539222717285 (2.006765404450042) | > loss_1: 32.09563064575195 (30.538856404168264) | > grad_norm_1: tensor(557.0991, device='cuda:0') (tensor(177.1980, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.3983 (0.3817329215151924) | > loader_time: 0.0051 (0.017946528536932817)  --> TIME: 2024-06-12 11:27:56 -- STEP: 249/330 -- GLOBAL_STEP: 416600 | > loss_disc: 2.322181463241577 (2.3596809781698833) | > loss_disc_real_0: 0.11695289611816406 (0.11486164633050022) | > loss_disc_real_1: 0.19447053968906403 (0.19599794922583558) | > loss_disc_real_2: 0.2084122598171234 (0.20900929237465302) | > loss_disc_real_3: 0.22519928216934204 (0.22984318112034396) | > loss_disc_real_4: 0.2698502838611603 (0.2322176728981087) | > loss_disc_real_5: 0.1843923181295395 (0.22181592432849379) | > loss_0: 2.322181463241577 (2.3596809781698833) | > grad_norm_0: tensor(10.1490, device='cuda:0') (tensor(15.1034, device='cuda:0')) | > loss_gen: 2.577014446258545 (2.4951448450126787) | > loss_kl: 1.9700586795806885 (2.029404326615084) | > loss_feat: 6.921446800231934 (6.974840346110394) | > loss_mel: 16.536951065063477 (16.997958964612096) | > loss_duration: 2.0885114669799805 (2.0155532355289365) | > loss_1: 30.093982696533203 (30.512901804054597) | > grad_norm_1: tensor(366.3141, device='cuda:0') (tensor(198.7352, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.4099 (0.38459344848571536) | > loader_time: 0.0054 (0.016674564545413106)  --> TIME: 2024-06-12 11:28:07 -- STEP: 274/330 -- GLOBAL_STEP: 416625 | > loss_disc: 2.4697587490081787 (2.363907968040802) | > loss_disc_real_0: 0.09861192852258682 (0.115903572743609) | > loss_disc_real_1: 0.19504286348819733 (0.19625337666621182) | > loss_disc_real_2: 0.27719366550445557 (0.2098463334850151) | > loss_disc_real_3: 0.2638395130634308 (0.23030989301683258) | > loss_disc_real_4: 0.23889365792274475 (0.23281383563349717) | > loss_disc_real_5: 0.22398410737514496 (0.22150472100198704) | > loss_0: 2.4697587490081787 (2.363907968040802) | > grad_norm_0: tensor(37.2112, device='cuda:0') (tensor(16.5362, device='cuda:0')) | > loss_gen: 2.4104907512664795 (2.492029604250496) | > loss_kl: 2.0862977504730225 (2.0322873257372494) | > loss_feat: 6.134979248046875 (6.975703582276393) | > loss_mel: 14.949427604675293 (16.955025018566705) | > loss_duration: 2.125905752182007 (2.0244669509630118) | > loss_1: 27.70709991455078 (30.479512541833586) | > grad_norm_1: tensor(578.7525, device='cuda:0') (tensor(222.9936, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.4469 (0.38928975676098) | > loader_time: 0.006 (0.01567027951679091)  --> TIME: 2024-06-12 11:28:19 -- STEP: 299/330 -- GLOBAL_STEP: 416650 | > loss_disc: 2.37296986579895 (2.3678232092522475) | > loss_disc_real_0: 0.08123207092285156 (0.11767293320950058) | > loss_disc_real_1: 0.17481060326099396 (0.19634389867352003) | > loss_disc_real_2: 0.26111626625061035 (0.21034641957601977) | > loss_disc_real_3: 0.23692569136619568 (0.2303062151606665) | > loss_disc_real_4: 0.21003785729408264 (0.23300521873112107) | > loss_disc_real_5: 0.17150695621967316 (0.22084565665012218) | > loss_0: 2.37296986579895 (2.3678232092522475) | > grad_norm_0: tensor(26.7613, device='cuda:0') (tensor(18.6514, device='cuda:0')) | > loss_gen: 2.539931535720825 (2.493886117552435) | > loss_kl: 2.1211302280426025 (2.03643359268788) | > loss_feat: 7.331298351287842 (6.990752610873219) | > loss_mel: 16.717647552490234 (16.922108742704342) | > loss_duration: 2.2022056579589844 (2.0355637157242423) | > loss_1: 30.912214279174805 (30.478744870444206) | > grad_norm_1: tensor(604.1207, device='cuda:0') (tensor(248.3508, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.4691 (0.39514972374192026) | > loader_time: 0.0065 (0.014877700486709448)  --> TIME: 2024-06-12 11:28:33 -- STEP: 324/330 -- GLOBAL_STEP: 416675 | > loss_disc: 2.5794215202331543 (2.374076466501496) | > loss_disc_real_0: 0.1093536913394928 (0.12008878779540091) | > loss_disc_real_1: 0.19524052739143372 (0.19675725013201611) | > loss_disc_real_2: 0.26853153109550476 (0.2106367332147963) | > loss_disc_real_3: 0.3371914327144623 (0.2305081474284331) | > loss_disc_real_4: 0.25719285011291504 (0.23297236119339496) | > loss_disc_real_5: 0.19352580606937408 (0.22035818091697162) | > loss_0: 2.5794215202331543 (2.374076466501496) | > grad_norm_0: tensor(17.4562, device='cuda:0') (tensor(19.8987, device='cuda:0')) | > loss_gen: 2.4693491458892822 (2.4898777309759175) | > loss_kl: 2.2428181171417236 (2.0453665113007573) | > loss_feat: 8.193280220031738 (7.032829733542454) | > loss_mel: 15.80614948272705 (16.895492126912224) | > loss_duration: 2.260110855102539 (2.050668441587024) | > loss_1: 30.971708297729492 (30.514234607602344) | > grad_norm_1: tensor(291.8203, device='cuda:0') (tensor(265.1185, device='cuda:0')) | > current_lr_0: 0.0001766083541356982 | > current_lr_1: 0.0001766083541356982 | > step_time: 0.6461 (0.4066250662744779) | > loader_time: 0.009 (0.014321231547697096)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.595740795135498 (2.595740795135498) | > loss_disc_real_0: 0.19545450806617737 (0.19545450806617737) | > loss_disc_real_1: 0.2189108431339264 (0.2189108431339264) | > loss_disc_real_2: 0.23152808845043182 (0.23152808845043182) | > loss_disc_real_3: 0.22758740186691284 (0.22758740186691284) | > loss_disc_real_4: 0.29383260011672974 (0.29383260011672974) | > loss_disc_real_5: 0.28262242674827576 (0.28262242674827576) | > loss_0: 2.595740795135498 (2.595740795135498) | > loss_gen: 2.2879598140716553 (2.2879598140716553) | > loss_kl: 3.0167863368988037 (3.0167863368988037) | > loss_feat: 4.949400901794434 (4.949400901794434) | > loss_mel: 15.210247993469238 (15.210247993469238) | > loss_duration: 2.9991493225097656 (2.9991493225097656) | > loss_1: 28.463544845581055 (28.463544845581055)  --> STEP: 1 | > loss_disc: 2.267162799835205 (2.267162799835205) | > loss_disc_real_0: 0.14704489707946777 (0.14704489707946777) | > loss_disc_real_1: 0.16744866967201233 (0.16744866967201233) | > loss_disc_real_2: 0.2281966358423233 (0.2281966358423233) | > loss_disc_real_3: 0.18855524063110352 (0.18855524063110352) | > loss_disc_real_4: 0.2552928924560547 (0.2552928924560547) | > loss_disc_real_5: 0.22924791276454926 (0.22924791276454926) | > loss_0: 2.267162799835205 (2.267162799835205) | > loss_gen: 2.4503660202026367 (2.4503660202026367) | > loss_kl: 3.2967636585235596 (3.2967636585235596) | > loss_feat: 6.462049961090088 (6.462049961090088) | > loss_mel: 17.96591567993164 (17.96591567993164) | > loss_duration: 2.4948678016662598 (2.4948678016662598) | > loss_1: 32.66996383666992 (32.66996383666992)  --> STEP: 2 | > loss_disc: 2.2450242042541504 (2.2560935020446777) | > loss_disc_real_0: 0.1530676931142807 (0.15005629509687424) | > loss_disc_real_1: 0.20430321991443634 (0.18587594479322433) | > loss_disc_real_2: 0.17484435439109802 (0.20152049511671066) | > loss_disc_real_3: 0.2628331184387207 (0.2256941795349121) | > loss_disc_real_4: 0.23508086800575256 (0.24518688023090363) | > loss_disc_real_5: 0.23429936170578003 (0.23177363723516464) | > loss_0: 2.2450242042541504 (2.2560935020446777) | > loss_gen: 2.6624155044555664 (2.5563907623291016) | > loss_kl: 3.312805652618408 (3.304784655570984) | > loss_feat: 6.538326263427734 (6.500188112258911) | > loss_mel: 17.87944793701172 (17.92268180847168) | > loss_duration: 2.4897663593292236 (2.4923170804977417) | > loss_1: 32.88275909423828 (32.7763614654541)  --> STEP: 3 | > loss_disc: 2.25457763671875 (2.2555882136027017) | > loss_disc_real_0: 0.13868148624897003 (0.14626469214757284) | > loss_disc_real_1: 0.14495758712291718 (0.1722364922364553) | > loss_disc_real_2: 0.19846613705158234 (0.20050237576166788) | > loss_disc_real_3: 0.21835249662399292 (0.22324695189793906) | > loss_disc_real_4: 0.2738691568374634 (0.2547476390997569) | > loss_disc_real_5: 0.273904949426651 (0.2458174079656601) | > loss_0: 2.25457763671875 (2.2555882136027017) | > loss_gen: 2.849994659423828 (2.6542587280273438) | > loss_kl: 3.533470869064331 (3.3810133934020996) | > loss_feat: 8.050823211669922 (7.017066478729248) | > loss_mel: 16.568147659301758 (17.47117042541504) | > loss_duration: 2.377861499786377 (2.45416522026062) | > loss_1: 33.38029861450195 (32.977673848470054)  --> STEP: 4 | > loss_disc: 2.527641773223877 (2.3236016035079956) | > loss_disc_real_0: 0.3433438241481781 (0.19553447514772415) | > loss_disc_real_1: 0.21024513244628906 (0.18173865228891373) | > loss_disc_real_2: 0.23882803320884705 (0.21008379012346268) | > loss_disc_real_3: 0.21728432178497314 (0.22175629436969757) | > loss_disc_real_4: 0.29210254549980164 (0.26408636569976807) | > loss_disc_real_5: 0.29273033142089844 (0.2575456388294697) | > loss_0: 2.527641773223877 (2.3236016035079956) | > loss_gen: 2.781571865081787 (2.6860870122909546) | > loss_kl: 3.5859522819519043 (3.432248115539551) | > loss_feat: 7.112030982971191 (7.040807604789734) | > loss_mel: 17.763410568237305 (17.544230461120605) | > loss_duration: 2.471205234527588 (2.458425223827362) | > loss_1: 33.71417236328125 (33.16179847717285)  --> STEP: 5 | > loss_disc: 2.5759809017181396 (2.3740774631500243) | > loss_disc_real_0: 0.2373872995376587 (0.20390504002571105) | > loss_disc_real_1: 0.1741885393857956 (0.1802286297082901) | > loss_disc_real_2: 0.21870851516723633 (0.2118087351322174) | > loss_disc_real_3: 0.27862587571144104 (0.23313021063804626) | > loss_disc_real_4: 0.2779991030693054 (0.26686891317367556) | > loss_disc_real_5: 0.2959381937980652 (0.26522414982318876) | > loss_0: 2.5759809017181396 (2.3740774631500243) | > loss_gen: 2.3751814365386963 (2.623905897140503) | > loss_kl: 3.191040515899658 (3.3840065956115724) | > loss_feat: 4.7390313148498535 (6.580452346801758) | > loss_mel: 17.373918533325195 (17.510168075561523) | > loss_duration: 2.4082255363464355 (2.4483852863311766) | > loss_1: 30.0873966217041 (32.546918106079104)  --> STEP: 6 | > loss_disc: 2.391019821166992 (2.3769011894861856) | > loss_disc_real_0: 0.08328674733638763 (0.18380199124415716) | > loss_disc_real_1: 0.234686017036438 (0.18930486092964807) | > loss_disc_real_2: 0.25984451174736023 (0.21981469790140787) | > loss_disc_real_3: 0.2924635112285614 (0.2430190940697988) | > loss_disc_real_4: 0.25237539410591125 (0.26445332666238147) | > loss_disc_real_5: 0.23257151246070862 (0.25978204359610874) | > loss_0: 2.391019821166992 (2.3769011894861856) | > loss_gen: 2.6453089714050293 (2.627473076184591) | > loss_kl: 2.835897207260132 (3.292655030886332) | > loss_feat: 5.810722827911377 (6.452164093653361) | > loss_mel: 17.837055206298828 (17.564649264017742) | > loss_duration: 2.2174859046936035 (2.409902056058248) | > loss_1: 31.34646987915039 (32.34684340159098)  --> STEP: 7 | > loss_disc: 2.3744845390319824 (2.376555953707014) | > loss_disc_real_0: 0.09612707793712616 (0.17127700362886703) | > loss_disc_real_1: 0.182224839925766 (0.18829342935766494) | > loss_disc_real_2: 0.2355032116174698 (0.2220559141465596) | > loss_disc_real_3: 0.29207131266593933 (0.25002655386924744) | > loss_disc_real_4: 0.33585527539253235 (0.27465360505240305) | > loss_disc_real_5: 0.269814670085907 (0.2612152759517942) | > loss_0: 2.3744845390319824 (2.376555953707014) | > loss_gen: 2.594714641571045 (2.622793299811227) | > loss_kl: 4.869307041168213 (3.5178910323551724) | > loss_feat: 5.368536472320557 (6.297360147748675) | > loss_mel: 17.583606719970703 (17.56735747201102) | > loss_duration: 2.5544638633728027 (2.43055374281747) | > loss_1: 32.97062683105469 (32.435955320085796)  --> STEP: 8 | > loss_disc: 2.6778619289398193 (2.4142192006111145) | > loss_disc_real_0: 0.3389819264411926 (0.19224011898040771) | > loss_disc_real_1: 0.1862500160932541 (0.18803800269961357) | > loss_disc_real_2: 0.3224327266216278 (0.2346030157059431) | > loss_disc_real_3: 0.22500211000442505 (0.24689849838614464) | > loss_disc_real_4: 0.26608774065971375 (0.2735828720033169) | > loss_disc_real_5: 0.30682551860809326 (0.2669165562838316) | > loss_0: 2.6778619289398193 (2.4142192006111145) | > loss_gen: 2.393209457397461 (2.5940953195095062) | > loss_kl: 3.1188604831695557 (3.46801221370697) | > loss_feat: 5.332647323608398 (6.17677104473114) | > loss_mel: 13.288323402404785 (17.03247821331024) | > loss_duration: 2.25372314453125 (2.4084499180316925) | > loss_1: 26.386762619018555 (31.679806232452393)  --> STEP: 9 | > loss_disc: 2.524493932723999 (2.4264719486236572) | > loss_disc_real_0: 0.22237522900104523 (0.19558846453825632) | > loss_disc_real_1: 0.2041214406490326 (0.18982505136066014) | > loss_disc_real_2: 0.27081218361854553 (0.23862625658512115) | > loss_disc_real_3: 0.23684827983379364 (0.2457818074358834) | > loss_disc_real_4: 0.23894234001636505 (0.2697339240047667) | > loss_disc_real_5: 0.2646069824695587 (0.2666599369711346) | > loss_0: 2.524493932723999 (2.4264719486236572) | > loss_gen: 2.4128470420837402 (2.5739566220177545) | > loss_kl: 2.999527931213379 (3.4159584045410156) | > loss_feat: 10.733512878417969 (6.683075692918566) | > loss_mel: 18.985944747924805 (17.24953005048964) | > loss_duration: 2.196485996246338 (2.384898371166653) | > loss_1: 37.32831954956055 (32.30741882324219)  --> STEP: 10 | > loss_disc: 2.516517162322998 (2.435476469993591) | > loss_disc_real_0: 0.11858770251274109 (0.18788838833570481) | > loss_disc_real_1: 0.19175571203231812 (0.19001811742782593) | > loss_disc_real_2: 0.29436004161834717 (0.24419963508844375) | > loss_disc_real_3: 0.2727143466472626 (0.24847506135702133) | > loss_disc_real_4: 0.3165414035320282 (0.2744146719574928) | > loss_disc_real_5: 0.3138822317123413 (0.27138216644525526) | > loss_0: 2.516517162322998 (2.435476469993591) | > loss_gen: 2.3765716552734375 (2.554218125343323) | > loss_kl: 3.077195882797241 (3.382082152366638) | > loss_feat: 5.949711799621582 (6.609739303588867) | > loss_mel: 17.289852142333984 (17.253562259674073) | > loss_duration: 2.4089174270629883 (2.3873002767562865) | > loss_1: 31.102249145507812 (32.18690185546875)  --> STEP: 11 | > loss_disc: 2.2889039516448975 (2.4221516955982554) | > loss_disc_real_0: 0.10290584713220596 (0.18016270277175037) | > loss_disc_real_1: 0.15237221121788025 (0.18659576231783087) | > loss_disc_real_2: 0.2147849053144455 (0.241525568745353) | > loss_disc_real_3: 0.2305077761411667 (0.24684167179194363) | > loss_disc_real_4: 0.2750048041343689 (0.27446832033720886) | > loss_disc_real_5: 0.2685055732727051 (0.27112065797502344) | > loss_0: 2.2889039516448975 (2.4221516955982554) | > loss_gen: 2.558776617050171 (2.554632533680309) | > loss_kl: 4.104213237762451 (3.4477304328571665) | > loss_feat: 6.462620735168457 (6.596364888277921) | > loss_mel: 17.509624481201172 (17.276840643449262) | > loss_duration: 2.556889533996582 (2.4027174819599497) | > loss_1: 33.19212341308594 (32.278285633433946)  --> STEP: 12 | > loss_disc: 2.2107715606689453 (2.4045366843541465) | > loss_disc_real_0: 0.14343926310539246 (0.1771024161328872) | > loss_disc_real_1: 0.14445149898529053 (0.1830837403734525) | > loss_disc_real_2: 0.3360224962234497 (0.24940031270186105) | > loss_disc_real_3: 0.19703726470470428 (0.2426913045346737) | > loss_disc_real_4: 0.222721129655838 (0.2701560544470946) | > loss_disc_real_5: 0.24214328825473785 (0.26870587716499966) | > loss_0: 2.2107715606689453 (2.4045366843541465) | > loss_gen: 2.7744576930999756 (2.572951296965281) | > loss_kl: 2.902639865875244 (3.4023062189420066) | > loss_feat: 7.657876968383789 (6.684824228286743) | > loss_mel: 16.828744888305664 (17.23949933052063) | > loss_duration: 2.28190541267395 (2.3926498095194497) | > loss_1: 32.44562530517578 (32.292230606079094)  --> STEP: 13 | > loss_disc: 2.445470094680786 (2.407685408225426) | > loss_disc_real_0: 0.14728757739067078 (0.17480896699887055) | > loss_disc_real_1: 0.19155888259410858 (0.18373567439042604) | > loss_disc_real_2: 0.28747719526290894 (0.25232930366809553) | > loss_disc_real_3: 0.2488749772310257 (0.2431669716651623) | > loss_disc_real_4: 0.23832854628562927 (0.26770778458852035) | > loss_disc_real_5: 0.20029346644878387 (0.26344338403298306) | > loss_0: 2.445470094680786 (2.407685408225426) | > loss_gen: 2.322467565536499 (2.5536833176246057) | > loss_kl: 3.666193723678589 (3.4226052577678976) | > loss_feat: 7.708386421203613 (6.763559781588041) | > loss_mel: 17.266796112060547 (17.241599082946777) | > loss_duration: 2.2915873527526855 (2.384875774383545) | > loss_1: 33.25543212890625 (32.36632303091195)  --> STEP: 14 | > loss_disc: 2.5087854862213135 (2.41490684236799) | > loss_disc_real_0: 0.2535742521286011 (0.1804350587938513) | > loss_disc_real_1: 0.20187513530254364 (0.18503135016986302) | > loss_disc_real_2: 0.18712987005710602 (0.24767220126731054) | > loss_disc_real_3: 0.2651838958263397 (0.24473960910524642) | > loss_disc_real_4: 0.30132636427879333 (0.2701091117092541) | > loss_disc_real_5: 0.3392281234264374 (0.26885657970394405) | > loss_0: 2.5087854862213135 (2.41490684236799) | > loss_gen: 2.6902732849121094 (2.563439743859427) | > loss_kl: 3.717719793319702 (3.443684867450169) | > loss_feat: 6.467851161956787 (6.7424377373286655) | > loss_mel: 16.869129180908203 (17.21499408994402) | > loss_duration: 2.392070770263672 (2.3853897026606967) | > loss_1: 32.13704299926758 (32.3499458857945)  --> STEP: 15 | > loss_disc: 2.3169403076171875 (2.4083757400512695) | > loss_disc_real_0: 0.17288926243782043 (0.17993200570344925) | > loss_disc_real_1: 0.14877329766750336 (0.1826141466697057) | > loss_disc_real_2: 0.16984114050865173 (0.24248346388339997) | > loss_disc_real_3: 0.1797378659248352 (0.24040615955988567) | > loss_disc_real_4: 0.18134494125843048 (0.26419150034586586) | > loss_disc_real_5: 0.21631887555122375 (0.2653540660937627) | > loss_0: 2.3169403076171875 (2.4083757400512695) | > loss_gen: 2.261871576309204 (2.543335199356079) | > loss_kl: 4.09539270401001 (3.4871320565541586) | > loss_feat: 7.378704071044922 (6.78485549290975) | > loss_mel: 17.33331871032715 (17.222882397969563) | > loss_duration: 2.40976619720459 (2.387014802296956) | > loss_1: 33.47905349731445 (32.425219726562496)  --> STEP: 16 | > loss_disc: 2.3246872425079346 (2.403145208954811) | > loss_disc_real_0: 0.16230589151382446 (0.1788303735665977) | > loss_disc_real_1: 0.1479872763156891 (0.18044996727257967) | > loss_disc_real_2: 0.20686985552310944 (0.2402576133608818) | > loss_disc_real_3: 0.24526135623455048 (0.2407096093520522) | > loss_disc_real_4: 0.27883073687553406 (0.26510645262897015) | > loss_disc_real_5: 0.19490742683410645 (0.2609511511400342) | > loss_0: 2.3246872425079346 (2.403145208954811) | > loss_gen: 2.385712146759033 (2.5334837585687637) | > loss_kl: 3.0225107669830322 (3.458093225955963) | > loss_feat: 6.934472560882568 (6.7942065596580505) | > loss_mel: 15.980551719665527 (17.14523673057556) | > loss_duration: 2.4142138957977295 (2.3887147456407547) | > loss_1: 30.737459182739258 (32.31973469257355)  --> STEP: 17 | > loss_disc: 2.555593490600586 (2.4121127549339745) | > loss_disc_real_0: 0.1460648477077484 (0.17690298969254775) | > loss_disc_real_1: 0.20001715421676636 (0.18160097826929653) | > loss_disc_real_2: 0.2611764669418335 (0.2414881341597613) | > loss_disc_real_3: 0.25073936581611633 (0.24129959502640894) | > loss_disc_real_4: 0.2947661876678467 (0.26685114292537465) | > loss_disc_real_5: 0.318580687046051 (0.2643411238403881) | > loss_0: 2.555593490600586 (2.4121127549339745) | > loss_gen: 2.434738874435425 (2.527675235972685) | > loss_kl: 2.2794182300567627 (3.388759402667775) | > loss_feat: 6.651961326599121 (6.785839193007526) | > loss_mel: 16.313085556030273 (17.096286661484662) | > loss_duration: 2.418710708618164 (2.3904792140511906) | > loss_1: 30.09791374206543 (32.18903934254366)  --> STEP: 18 | > loss_disc: 2.307354211807251 (2.4062928358713784) | > loss_disc_real_0: 0.35764390230178833 (0.1869441515041722) | > loss_disc_real_1: 0.14498266577720642 (0.17956662757529152) | > loss_disc_real_2: 0.20484982430934906 (0.2394526725014051) | > loss_disc_real_3: 0.22143051028251648 (0.24019575698508155) | > loss_disc_real_4: 0.19011476635932922 (0.2625880108939277) | > loss_disc_real_5: 0.1298312246799469 (0.25686835166480804) | > loss_0: 2.307354211807251 (2.4062928358713784) | > loss_gen: 2.940133571624756 (2.5505895879533558) | > loss_kl: 2.573418378829956 (3.343462679121229) | > loss_feat: 8.94177532196045 (6.905613422393799) | > loss_mel: 16.311588287353516 (17.052692307366264) | > loss_duration: 2.257627487182617 (2.383098562558492) | > loss_1: 33.02454376220703 (32.23545625474718)  --> STEP: 19 | > loss_disc: 2.4470818042755127 (2.4084396236821224) | > loss_disc_real_0: 0.17038893699645996 (0.18607282442481896) | > loss_disc_real_1: 0.15024760365486145 (0.17802352105316363) | > loss_disc_real_2: 0.2662411630153656 (0.24086259305477142) | > loss_disc_real_3: 0.2027348130941391 (0.23822412835924248) | > loss_disc_real_4: 0.27990177273750305 (0.26349926151727376) | > loss_disc_real_5: 0.2668180465698242 (0.25739201981770365) | > loss_0: 2.4470818042755127 (2.4084396236821224) | > loss_gen: 2.4613306522369385 (2.545891749231439) | > loss_kl: 2.252096652984619 (3.2860223619561446) | > loss_feat: 6.856552600860596 (6.903031273892052) | > loss_mel: 16.006359100341797 (16.997622138575505) | > loss_duration: 2.3266398906707764 (2.38012705351177) | > loss_1: 29.902978897094727 (32.11269428855494)  --> STEP: 20 | > loss_disc: 2.122141122817993 (2.394124698638916) | > loss_disc_real_0: 0.11112067103385925 (0.18232521675527097) | > loss_disc_real_1: 0.13866598904132843 (0.17605564445257188) | > loss_disc_real_2: 0.21585610508918762 (0.23961226865649224) | > loss_disc_real_3: 0.23358996212482452 (0.23799242004752158) | > loss_disc_real_4: 0.20589029788970947 (0.26061881333589554) | > loss_disc_real_5: 0.17887340486049652 (0.2534660890698433) | > loss_0: 2.122141122817993 (2.394124698638916) | > loss_gen: 2.493950843811035 (2.543294703960419) | > loss_kl: 2.3717358112335205 (3.2403080344200133) | > loss_feat: 6.83956241607666 (6.899857831001282) | > loss_mel: 19.560684204101562 (17.125775241851805) | > loss_duration: 2.309152603149414 (2.3765783309936523) | > loss_1: 33.57508850097656 (32.18581399917602)  --> STEP: 21 | > loss_disc: 2.403700828552246 (2.394580704825265) | > loss_disc_real_0: 0.10912686586380005 (0.17883958099853425) | > loss_disc_real_1: 0.20973606407642365 (0.17765947395846957) | > loss_disc_real_2: 0.2370147407054901 (0.23948857684930167) | > loss_disc_real_3: 0.2581592798233032 (0.2389527467035112) | > loss_disc_real_4: 0.28585895895957947 (0.26182072503226145) | > loss_disc_real_5: 0.2174747735261917 (0.251752216901098) | > loss_0: 2.403700828552246 (2.394580704825265) | > loss_gen: 2.334085702896118 (2.5333323705764044) | > loss_kl: 2.273322105407715 (3.194261085419428) | > loss_feat: 4.483236312866211 (6.784780615851993) | > loss_mel: 14.69751262664795 (17.01014368874686) | > loss_duration: 2.190831184387207 (2.3677332287742976) | > loss_1: 25.978988647460938 (31.890250887189588)  --> STEP: 22 | > loss_disc: 2.343369722366333 (2.3922529328953135) | > loss_disc_real_0: 0.10744935274124146 (0.17559457062320274) | > loss_disc_real_1: 0.1554764062166214 (0.17665115269747647) | > loss_disc_real_2: 0.2683737874031067 (0.2408015409653837) | > loss_disc_real_3: 0.19150994718074799 (0.23679625581611286) | > loss_disc_real_4: 0.2593904733657837 (0.26171025904742157) | > loss_disc_real_5: 0.2527584135532379 (0.2517979531125589) | > loss_0: 2.343369722366333 (2.3922529328953135) | > loss_gen: 2.4521846771240234 (2.529643839055842) | > loss_kl: 2.2448675632476807 (3.151106834411621) | > loss_feat: 8.567713737487793 (6.865823030471802) | > loss_mel: 19.994749069213867 (17.145807569677178) | > loss_duration: 2.2123618125915527 (2.3606708916750816) | > loss_1: 35.47187423706055 (32.053051948547356)  --> STEP: 23 | > loss_disc: 2.633640766143799 (2.4027480560800303) | > loss_disc_real_0: 0.261214017868042 (0.17931715528602185) | > loss_disc_real_1: 0.17927028238773346 (0.1767650279014007) | > loss_disc_real_2: 0.31318798661231995 (0.2439487777326418) | > loss_disc_real_3: 0.22612078487873077 (0.2363321049057919) | > loss_disc_real_4: 0.2884235084056854 (0.2628717046716939) | > loss_disc_real_5: 0.2841816842556 (0.2532059414231259) | > loss_0: 2.633640766143799 (2.4027480560800303) | > loss_gen: 2.3793904781341553 (2.5231110842331597) | > loss_kl: 2.952237844467163 (3.142460356587949) | > loss_feat: 5.401361465454102 (6.802150788514511) | > loss_mel: 17.04140281677246 (17.141268232594363) | > loss_duration: 2.296135425567627 (2.357865001844323) | > loss_1: 30.070528030395508 (31.9668552564538)  --> STEP: 24 | > loss_disc: 2.6377110481262207 (2.4125381807486215) | > loss_disc_real_0: 0.22265498340129852 (0.18112289812415838) | > loss_disc_real_1: 0.16969448328018188 (0.17647042187551656) | > loss_disc_real_2: 0.25069230794906616 (0.24422975815832615) | > loss_disc_real_3: 0.2938048541545868 (0.23872680279115835) | > loss_disc_real_4: 0.30124756693840027 (0.26447069893280667) | > loss_disc_real_5: 0.3641883134841919 (0.2578302069256703) | > loss_0: 2.6377110481262207 (2.4125381807486215) | > loss_gen: 2.309718370437622 (2.5142197211583457) | > loss_kl: 2.555389165878296 (3.1179990569750466) | > loss_feat: 4.763785362243652 (6.717218895753224) | > loss_mel: 16.555381774902344 (17.116856296857197) | > loss_duration: 2.416694164276123 (2.3603162169456477) | > loss_1: 28.600971221923828 (31.826610088348385)  --> STEP: 25 | > loss_disc: 2.4155423641204834 (2.412658348083496) | > loss_disc_real_0: 0.18058979511260986 (0.18110157400369645) | > loss_disc_real_1: 0.11851231008768082 (0.17415209740400314) | > loss_disc_real_2: 0.2696927785873413 (0.24524827897548676) | > loss_disc_real_3: 0.18502657115459442 (0.2365787935256958) | > loss_disc_real_4: 0.2507675886154175 (0.2639225745201111) | > loss_disc_real_5: 0.2013026475906372 (0.255569104552269) | > loss_0: 2.4155423641204834 (2.412658348083496) | > loss_gen: 2.25693416595459 (2.5039282989501954) | > loss_kl: 2.400860071182251 (3.089313497543335) | > loss_feat: 7.426227569580078 (6.745579242706299) | > loss_mel: 15.988519668579102 (17.071722831726074) | > loss_duration: 2.3744325637817383 (2.3608808708190914) | > loss_1: 30.446971893310547 (31.77142456054687)  --> STEP: 26 | > loss_disc: 2.633871555328369 (2.421166548362145) | > loss_disc_real_0: 0.20429109036922455 (0.18199347847929367) | > loss_disc_real_1: 0.2290891408920288 (0.17626506061508104) | > loss_disc_real_2: 0.260959655046463 (0.2458525626705243) | > loss_disc_real_3: 0.1913650929927826 (0.23483980504366067) | > loss_disc_real_4: 0.2701290547847748 (0.2641612852995212) | > loss_disc_real_5: 0.27558383345603943 (0.2563389018177986) | > loss_0: 2.633871555328369 (2.421166548362145) | > loss_gen: 2.3414196968078613 (2.497677968098567) | > loss_kl: 2.8181982040405273 (3.0788859862547655) | > loss_feat: 6.026291847229004 (6.717914342880249) | > loss_mel: 12.804803848266602 (16.907610563131477) | > loss_duration: 2.33497953414917 (2.359884665562556) | > loss_1: 26.325693130493164 (31.56197335169865) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024027365904587964 (-7.160810323861939e-05) | > avg_loss_disc: 2.421166548362145 (-0.060277993862446255) | > avg_loss_disc_real_0: 0.18199347847929367 (+0.05745749347485028) | > avg_loss_disc_real_1: 0.17626506061508104 (-0.07457198460514727) | > avg_loss_disc_real_2: 0.2458525626705243 (+0.05021554002395043) | > avg_loss_disc_real_3: 0.23483980504366067 (+0.01912311464548111) | > avg_loss_disc_real_4: 0.2641612852995212 (+0.02033242869835633) | > avg_loss_disc_real_5: 0.2563389018177986 (+0.02874380751298025) | > avg_loss_0: 2.421166548362145 (-0.060277993862446255) | > avg_loss_gen: 2.497677968098567 (+0.2462242062275224) | > avg_loss_kl: 3.0788859862547655 (-0.06834817849672747) | > avg_loss_feat: 6.717914342880249 (-0.4350275993347168) | > avg_loss_mel: 16.907610563131477 (-0.5544898326580352) | > avg_loss_duration: 2.359884665562556 (-0.015652821614192902) | > avg_loss_1: 31.56197335169865 (-0.8272941295917313)  > EPOCH: 996/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:28:56)   --> TIME: 2024-06-12 11:29:04 -- STEP: 19/330 -- GLOBAL_STEP: 416700 | > loss_disc: 2.3494529724121094 (2.3076341779608476) | > loss_disc_real_0: 0.09746317565441132 (0.09975331786431764) | > loss_disc_real_1: 0.17087678611278534 (0.1854000852296227) | > loss_disc_real_2: 0.17529414594173431 (0.20546376313033857) | > loss_disc_real_3: 0.2303726226091385 (0.2274949229077289) | > loss_disc_real_4: 0.24765358865261078 (0.23720848246624596) | > loss_disc_real_5: 0.24738338589668274 (0.23569755962020472) | > loss_0: 2.3494529724121094 (2.3076341779608476) | > grad_norm_0: tensor(10.6452, device='cuda:0') (tensor(7.8828, device='cuda:0')) | > loss_gen: 2.4327495098114014 (2.522806556601273) | > loss_kl: 2.2369117736816406 (1.9464727012734664) | > loss_feat: 7.297364234924316 (6.912642102492483) | > loss_mel: 16.668703079223633 (17.258214147467363) | > loss_duration: 1.9404642581939697 (2.02981688474354) | > loss_1: 30.57619285583496 (30.669951890644274) | > grad_norm_1: tensor(72.8324, device='cuda:0') (tensor(83.4692, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3556 (0.3588546702736302) | > loader_time: 0.0035 (0.0031596861387553966)  --> TIME: 2024-06-12 11:29:13 -- STEP: 44/330 -- GLOBAL_STEP: 416725 | > loss_disc: 2.3428664207458496 (2.313990370793776) | > loss_disc_real_0: 0.09121358394622803 (0.10157794793221084) | > loss_disc_real_1: 0.21896961331367493 (0.19099218906326723) | > loss_disc_real_2: 0.2242206633090973 (0.20563899251547726) | > loss_disc_real_3: 0.20941127836704254 (0.22556319324807686) | > loss_disc_real_4: 0.2124232053756714 (0.23187314515764063) | > loss_disc_real_5: 0.20540569722652435 (0.227822617712346) | > loss_0: 2.3428664207458496 (2.313990370793776) | > grad_norm_0: tensor(8.1792, device='cuda:0') (tensor(7.9995, device='cuda:0')) | > loss_gen: 2.478860378265381 (2.5134771249511023) | > loss_kl: 1.951108694076538 (1.97523693875833) | > loss_feat: 7.5070481300354 (6.979958805170926) | > loss_mel: 17.53975486755371 (17.123840548775416) | > loss_duration: 1.8978023529052734 (1.9856992309743708) | > loss_1: 31.374574661254883 (30.578212347897615) | > grad_norm_1: tensor(127.6481, device='cuda:0') (tensor(76.4905, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3537 (0.35916862162676727) | > loader_time: 0.0033 (0.0033618265932256527)  --> TIME: 2024-06-12 11:29:22 -- STEP: 69/330 -- GLOBAL_STEP: 416750 | > loss_disc: 2.429450273513794 (2.3302246003911113) | > loss_disc_real_0: 0.0667477399110794 (0.10312117139498393) | > loss_disc_real_1: 0.18095335364341736 (0.193698087680167) | > loss_disc_real_2: 0.20882296562194824 (0.20614180983840555) | > loss_disc_real_3: 0.24644550681114197 (0.22765165286651556) | > loss_disc_real_4: 0.24406273663043976 (0.2319854389930117) | > loss_disc_real_5: 0.2082684189081192 (0.22530873638132345) | > loss_0: 2.429450273513794 (2.3302246003911113) | > grad_norm_0: tensor(9.0861, device='cuda:0') (tensor(8.3677, device='cuda:0')) | > loss_gen: 2.3989360332489014 (2.491966831511345) | > loss_kl: 1.783361554145813 (1.9768798783205557) | > loss_feat: 6.729132175445557 (6.967725352964539) | > loss_mel: 16.534395217895508 (17.079347527545437) | > loss_duration: 1.9131783246994019 (1.9752369445303213) | > loss_1: 29.3590030670166 (30.49115637074346) | > grad_norm_1: tensor(77.4779, device='cuda:0') (tensor(80.8834, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3783 (0.36261787967405457) | > loader_time: 0.0043 (0.003520153570866239)  --> TIME: 2024-06-12 11:29:32 -- STEP: 94/330 -- GLOBAL_STEP: 416775 | > loss_disc: 2.322943687438965 (2.340140111902927) | > loss_disc_real_0: 0.09059327840805054 (0.10500215976796251) | > loss_disc_real_1: 0.19571450352668762 (0.1952237843516024) | > loss_disc_real_2: 0.21861664950847626 (0.20719490342951835) | > loss_disc_real_3: 0.2374987155199051 (0.22908793009342032) | > loss_disc_real_4: 0.23547649383544922 (0.23305685088989583) | > loss_disc_real_5: 0.22556164860725403 (0.22584872756232607) | > loss_0: 2.322943687438965 (2.340140111902927) | > grad_norm_0: tensor(11.0071, device='cuda:0') (tensor(8.7374, device='cuda:0')) | > loss_gen: 2.5329620838165283 (2.4891655622644624) | > loss_kl: 2.06440806388855 (1.9878606644082577) | > loss_feat: 6.883848190307617 (6.9610609805330315) | > loss_mel: 17.5362548828125 (17.043701526966522) | > loss_duration: 1.9932942390441895 (1.9740195198261992) | > loss_1: 31.01076889038086 (30.455808051089022) | > grad_norm_1: tensor(47.6992, device='cuda:0') (tensor(90.0101, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3712 (0.36549038836296577) | > loader_time: 0.0039 (0.0036291568837267286)  --> TIME: 2024-06-12 11:29:41 -- STEP: 119/330 -- GLOBAL_STEP: 416800 | > loss_disc: 2.4060702323913574 (2.3492365905216768) | > loss_disc_real_0: 0.12037911266088486 (0.1070673555887046) | > loss_disc_real_1: 0.18928761780261993 (0.1952002837377435) | > loss_disc_real_2: 0.2178109586238861 (0.2073532777423618) | > loss_disc_real_3: 0.2586559057235718 (0.22981043710929006) | > loss_disc_real_4: 0.22017115354537964 (0.23215817991925888) | > loss_disc_real_5: 0.19940690696239471 (0.22576609166229472) | > loss_0: 2.4060702323913574 (2.3492365905216768) | > grad_norm_0: tensor(6.3584, device='cuda:0') (tensor(8.8595, device='cuda:0')) | > loss_gen: 2.457787275314331 (2.4789057879888707) | > loss_kl: 2.191134214401245 (1.998185927126588) | > loss_feat: 6.853829383850098 (6.950899961615811) | > loss_mel: 16.966352462768555 (17.045225552150193) | > loss_duration: 1.977024793624878 (1.9764914222124244) | > loss_1: 30.44612693786621 (30.44970840967002) | > grad_norm_1: tensor(92.4133, device='cuda:0') (tensor(93.6168, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3966 (0.3672003064836775) | > loader_time: 0.0038 (0.0037162744698404264)  --> TIME: 2024-06-12 11:29:51 -- STEP: 144/330 -- GLOBAL_STEP: 416825 | > loss_disc: 2.3012118339538574 (2.354924814568626) | > loss_disc_real_0: 0.09679540991783142 (0.10869823996391562) | > loss_disc_real_1: 0.17805683612823486 (0.1959879453190498) | > loss_disc_real_2: 0.20310242474079132 (0.20808781466136375) | > loss_disc_real_3: 0.20193177461624146 (0.22969708809008202) | > loss_disc_real_4: 0.226309135556221 (0.23260049884104067) | > loss_disc_real_5: 0.21205860376358032 (0.2256642202329305) | > loss_0: 2.3012118339538574 (2.354924814568626) | > grad_norm_0: tensor(9.1771, device='cuda:0') (tensor(9.6960, device='cuda:0')) | > loss_gen: 2.4443085193634033 (2.47239018479983) | > loss_kl: 2.0763099193573 (2.004913913706938) | > loss_feat: 7.474579334259033 (6.920587662193509) | > loss_mel: 17.606613159179688 (17.014825907018455) | > loss_duration: 1.975917100906372 (1.982514813542366) | > loss_1: 31.577728271484375 (30.39523226684994) | > grad_norm_1: tensor(114.4802, device='cuda:0') (tensor(101.6086, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3966 (0.3689226706822714) | > loader_time: 0.004 (0.0037990030315187243)  --> TIME: 2024-06-12 11:30:01 -- STEP: 169/330 -- GLOBAL_STEP: 416850 | > loss_disc: 2.335615396499634 (2.3591705356123893) | > loss_disc_real_0: 0.11700639128684998 (0.11052018280565386) | > loss_disc_real_1: 0.20717069506645203 (0.1958295673837322) | > loss_disc_real_2: 0.20810946822166443 (0.2087576712906008) | > loss_disc_real_3: 0.23058673739433289 (0.23008484926802167) | > loss_disc_real_4: 0.24070380628108978 (0.23297509145454542) | > loss_disc_real_5: 0.2169126570224762 (0.22570318785997542) | > loss_0: 2.335615396499634 (2.3591705356123893) | > grad_norm_0: tensor(10.4029, device='cuda:0') (tensor(10.1612, device='cuda:0')) | > loss_gen: 2.345155715942383 (2.469475088740241) | > loss_kl: 1.9561028480529785 (2.0103144229516468) | > loss_feat: 7.1776862144470215 (6.9190821450137525) | > loss_mel: 16.483388900756836 (17.000644841843105) | > loss_duration: 2.0421667098999023 (1.9883378708856345) | > loss_1: 30.004501342773438 (30.387854152882593) | > grad_norm_1: tensor(105.4099, device='cuda:0') (tensor(105.4666, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3853 (0.37265564280854196) | > loader_time: 0.0049 (0.003919892057159243)  --> TIME: 2024-06-12 11:30:11 -- STEP: 194/330 -- GLOBAL_STEP: 416875 | > loss_disc: 2.311530590057373 (2.3607043077036294) | > loss_disc_real_0: 0.139222651720047 (0.11189436294215242) | > loss_disc_real_1: 0.21385814249515533 (0.19549908135662364) | > loss_disc_real_2: 0.2643621563911438 (0.20910585011096344) | > loss_disc_real_3: 0.22287346422672272 (0.22966995643278987) | > loss_disc_real_4: 0.20025312900543213 (0.2326018320991821) | > loss_disc_real_5: 0.18749238550662994 (0.22601997568128038) | > loss_0: 2.311530590057373 (2.3607043077036294) | > grad_norm_0: tensor(8.2368, device='cuda:0') (tensor(10.1773, device='cuda:0')) | > loss_gen: 2.542156219482422 (2.466375133425918) | > loss_kl: 2.0288546085357666 (2.0168592278490363) | > loss_feat: 6.979172229766846 (6.9131128787994385) | > loss_mel: 16.7224178314209 (16.98226360439026) | > loss_duration: 2.036543130874634 (1.9964161140402568) | > loss_1: 30.309144973754883 (30.375026781534412) | > grad_norm_1: tensor(95.8233, device='cuda:0') (tensor(103.3927, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.3847 (0.3749338646524962) | > loader_time: 0.0046 (0.004013492889011028)  --> TIME: 2024-06-12 11:30:21 -- STEP: 219/330 -- GLOBAL_STEP: 416900 | > loss_disc: 2.4334323406219482 (2.3606739730051127) | > loss_disc_real_0: 0.10702356696128845 (0.11286062240328419) | > loss_disc_real_1: 0.20934262871742249 (0.1954100122462668) | > loss_disc_real_2: 0.18763671815395355 (0.20919933343586855) | > loss_disc_real_3: 0.22754541039466858 (0.2293568520241132) | > loss_disc_real_4: 0.2225063443183899 (0.23257894725560052) | > loss_disc_real_5: 0.2187207043170929 (0.22563825438828233) | > loss_0: 2.4334323406219482 (2.3606739730051127) | > grad_norm_0: tensor(13.6356, device='cuda:0') (tensor(10.4566, device='cuda:0')) | > loss_gen: 2.3619117736816406 (2.464379954011473) | > loss_kl: 2.241234302520752 (2.020303105110447) | > loss_feat: 7.388329982757568 (6.923007316240981) | > loss_mel: 16.396007537841797 (16.952434086908504) | > loss_duration: 2.0675649642944336 (2.0049530915473706) | > loss_1: 30.455047607421875 (30.36507737146665) | > grad_norm_1: tensor(213.3042, device='cuda:0') (tensor(112.7827, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.4184 (0.37812506880390057) | > loader_time: 0.005 (0.004128851302682535)  --> TIME: 2024-06-12 11:30:32 -- STEP: 244/330 -- GLOBAL_STEP: 416925 | > loss_disc: 2.412292957305908 (2.3662079259997517) | > loss_disc_real_0: 0.10554688423871994 (0.11383724227914067) | > loss_disc_real_1: 0.2097228765487671 (0.19561813753403592) | > loss_disc_real_2: 0.22795052826404572 (0.21019051565987165) | > loss_disc_real_3: 0.2364635318517685 (0.22969498925033163) | > loss_disc_real_4: 0.2137463539838791 (0.23256517177233932) | > loss_disc_real_5: 0.21135523915290833 (0.2258352617137745) | > loss_0: 2.412292957305908 (2.3662079259997517) | > grad_norm_0: tensor(16.2033, device='cuda:0') (tensor(11.4036, device='cuda:0')) | > loss_gen: 2.4012084007263184 (2.4591451316583353) | > loss_kl: 1.9330637454986572 (2.0221868084102375) | > loss_feat: 6.510988235473633 (6.912668077672114) | > loss_mel: 15.520039558410645 (16.90365781549548) | > loss_duration: 2.0374650955200195 (2.014179893204424) | > loss_1: 28.402767181396484 (30.311837571566222) | > grad_norm_1: tensor(53.8336, device='cuda:0') (tensor(126.9869, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.4258 (0.3820872209111199) | > loader_time: 0.0055 (0.004249795538480163)  --> TIME: 2024-06-12 11:30:43 -- STEP: 269/330 -- GLOBAL_STEP: 416950 | > loss_disc: 2.5398645401000977 (2.370726759992125) | > loss_disc_real_0: 0.17802831530570984 (0.11538394011529404) | > loss_disc_real_1: 0.24317802488803864 (0.19626098959862512) | > loss_disc_real_2: 0.25758999586105347 (0.210742902966237) | > loss_disc_real_3: 0.2514546513557434 (0.2298698885622521) | > loss_disc_real_4: 0.31860053539276123 (0.23288525098096927) | > loss_disc_real_5: 0.3049466609954834 (0.22544092970266666) | > loss_0: 2.5398645401000977 (2.370726759992125) | > grad_norm_0: tensor(31.7996, device='cuda:0') (tensor(12.6906, device='cuda:0')) | > loss_gen: 2.5702311992645264 (2.4594405238070007) | > loss_kl: 1.9718499183654785 (2.02676688250999) | > loss_feat: 6.359692573547363 (6.913424114312381) | > loss_mel: 16.443532943725586 (16.88073661336226) | > loss_duration: 2.1238784790039062 (2.0229060481472096) | > loss_1: 29.46918487548828 (30.303274027033808) | > grad_norm_1: tensor(288.3808, device='cuda:0') (tensor(149.2327, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.4488 (0.3865567007029368) | > loader_time: 0.006 (0.004381422659721515)  --> TIME: 2024-06-12 11:30:55 -- STEP: 294/330 -- GLOBAL_STEP: 416975 | > loss_disc: 2.3480348587036133 (2.371771273158846) | > loss_disc_real_0: 0.10158812999725342 (0.11648720619427104) | > loss_disc_real_1: 0.1766890436410904 (0.19636371762168642) | > loss_disc_real_2: 0.20698292553424835 (0.2108115404337442) | > loss_disc_real_3: 0.22975102066993713 (0.2299943305805427) | > loss_disc_real_4: 0.22018884122371674 (0.2330485958935452) | > loss_disc_real_5: 0.2292167693376541 (0.22501967061741823) | > loss_0: 2.3480348587036133 (2.371771273158846) | > grad_norm_0: tensor(37.7108, device='cuda:0') (tensor(14.3849, device='cuda:0')) | > loss_gen: 2.4178080558776855 (2.4635306207501166) | > loss_kl: 2.0775668621063232 (2.032255360058375) | > loss_feat: 7.672391891479492 (6.925131447461186) | > loss_mel: 16.317712783813477 (16.83724128956698) | > loss_duration: 2.18453049659729 (2.033588178303778) | > loss_1: 30.670011520385742 (30.291746742871343) | > grad_norm_1: tensor(567.6367, device='cuda:0') (tensor(168.3049, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.4602 (0.3923399083468379) | > loader_time: 0.0068 (0.004560044022644457)  --> TIME: 2024-06-12 11:31:08 -- STEP: 319/330 -- GLOBAL_STEP: 417000 | > loss_disc: 2.417140007019043 (2.374296511228557) | > loss_disc_real_0: 0.1406039595603943 (0.11759268933889634) | > loss_disc_real_1: 0.23434945940971375 (0.1971846931032999) | > loss_disc_real_2: 0.24605397880077362 (0.21127115288124562) | > loss_disc_real_3: 0.2493058145046234 (0.22993112250368422) | > loss_disc_real_4: 0.24845077097415924 (0.2327849880374711) | > loss_disc_real_5: 0.26206642389297485 (0.2244220728691095) | > loss_0: 2.417140007019043 (2.374296511228557) | > grad_norm_0: tensor(41.6612, device='cuda:0') (tensor(15.6980, device='cuda:0')) | > loss_gen: 2.5119805335998535 (2.464164733139326) | > loss_kl: 1.9750057458877563 (2.0353530286621515) | > loss_feat: 8.035270690917969 (6.9542538708653945) | > loss_mel: 16.784671783447266 (16.814021923698974) | > loss_duration: 2.2299978733062744 (2.047806809314741) | > loss_1: 31.53692626953125 (30.31560023077603) | > grad_norm_1: tensor(659.0956, device='cuda:0') (tensor(188.8794, device='cuda:0')) | > current_lr_0: 0.00017658627809143124 | > current_lr_1: 0.00017658627809143124 | > step_time: 0.5521 (0.4013686867716918) | > loader_time: 0.008 (0.00476862644327098) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_417000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4634885787963867 (2.4634885787963867) | > loss_disc_real_0: 0.09209287166595459 (0.09209287166595459) | > loss_disc_real_1: 0.26355478167533875 (0.26355478167533875) | > loss_disc_real_2: 0.3700314164161682 (0.3700314164161682) | > loss_disc_real_3: 0.2529529631137848 (0.2529529631137848) | > loss_disc_real_4: 0.2893967628479004 (0.2893967628479004) | > loss_disc_real_5: 0.26621711254119873 (0.26621711254119873) | > loss_0: 2.4634885787963867 (2.4634885787963867) | > loss_gen: 2.719367265701294 (2.719367265701294) | > loss_kl: 3.0383923053741455 (3.0383923053741455) | > loss_feat: 6.600115776062012 (6.600115776062012) | > loss_mel: 16.753042221069336 (16.753042221069336) | > loss_duration: 3.115358352661133 (3.115358352661133) | > loss_1: 32.22627639770508 (32.22627639770508)  --> STEP: 1 | > loss_disc: 2.374579429626465 (2.374579429626465) | > loss_disc_real_0: 0.12686116993427277 (0.12686116993427277) | > loss_disc_real_1: 0.21188697218894958 (0.21188697218894958) | > loss_disc_real_2: 0.23145706951618195 (0.23145706951618195) | > loss_disc_real_3: 0.19835717976093292 (0.19835717976093292) | > loss_disc_real_4: 0.21354469656944275 (0.21354469656944275) | > loss_disc_real_5: 0.262268602848053 (0.262268602848053) | > loss_0: 2.374579429626465 (2.374579429626465) | > loss_gen: 2.4267046451568604 (2.4267046451568604) | > loss_kl: 2.8696229457855225 (2.8696229457855225) | > loss_feat: 6.258989334106445 (6.258989334106445) | > loss_mel: 18.913789749145508 (18.913789749145508) | > loss_duration: 2.561640739440918 (2.561640739440918) | > loss_1: 33.03074645996094 (33.03074645996094)  --> STEP: 2 | > loss_disc: 2.265984058380127 (2.320281744003296) | > loss_disc_real_0: 0.12254410982131958 (0.12470263987779617) | > loss_disc_real_1: 0.34267616271972656 (0.2772815674543381) | > loss_disc_real_2: 0.2470504194498062 (0.23925374448299408) | > loss_disc_real_3: 0.24653379619121552 (0.22244548797607422) | > loss_disc_real_4: 0.1953490525484085 (0.20444687455892563) | > loss_disc_real_5: 0.1529230922460556 (0.2075958475470543) | > loss_0: 2.265984058380127 (2.320281744003296) | > loss_gen: 2.697725296020508 (2.562214970588684) | > loss_kl: 3.7178666591644287 (3.2937448024749756) | > loss_feat: 6.449689865112305 (6.354339599609375) | > loss_mel: 17.521474838256836 (18.217632293701172) | > loss_duration: 2.503894329071045 (2.5327675342559814) | > loss_1: 32.89065170288086 (32.9606990814209)  --> STEP: 3 | > loss_disc: 2.202009916305542 (2.280857801437378) | > loss_disc_real_0: 0.11071282625198364 (0.120039368669192) | > loss_disc_real_1: 0.2531227767467499 (0.26922863721847534) | > loss_disc_real_2: 0.19294041395187378 (0.22381596763928732) | > loss_disc_real_3: 0.22592534124851227 (0.2236054390668869) | > loss_disc_real_4: 0.2046266496181488 (0.2045067995786667) | > loss_disc_real_5: 0.232305109500885 (0.2158322681983312) | > loss_0: 2.202009916305542 (2.280857801437378) | > loss_gen: 2.5861589908599854 (2.5701963106791177) | > loss_kl: 3.75765323638916 (3.448380947113037) | > loss_feat: 7.089522361755371 (6.599400520324707) | > loss_mel: 16.25956153869629 (17.56494204203288) | > loss_duration: 2.4786744117736816 (2.5147364934285483) | > loss_1: 32.17156982421875 (32.69765599568685)  --> STEP: 4 | > loss_disc: 2.528597354888916 (2.3427926898002625) | > loss_disc_real_0: 0.15112990140914917 (0.1278120018541813) | > loss_disc_real_1: 0.26573798060417175 (0.26835597306489944) | > loss_disc_real_2: 0.25811174511909485 (0.2323899120092392) | > loss_disc_real_3: 0.2740139663219452 (0.23620757088065147) | > loss_disc_real_4: 0.25547707080841064 (0.21724936738610268) | > loss_disc_real_5: 0.22778333723545074 (0.21882003545761108) | > loss_0: 2.528597354888916 (2.3427926898002625) | > loss_gen: 2.435887336730957 (2.5366190671920776) | > loss_kl: 4.094616413116455 (3.6099398136138916) | > loss_feat: 6.740453720092773 (6.634663820266724) | > loss_mel: 17.16155433654785 (17.46409511566162) | > loss_duration: 2.432948589324951 (2.494289517402649) | > loss_1: 32.86545944213867 (32.739606857299805)  --> STEP: 5 | > loss_disc: 2.12557053565979 (2.299348258972168) | > loss_disc_real_0: 0.1401839256286621 (0.13028638660907746) | > loss_disc_real_1: 0.2181176245212555 (0.25830830335617067) | > loss_disc_real_2: 0.21575915813446045 (0.22906376123428346) | > loss_disc_real_3: 0.20784404873847961 (0.2305348664522171) | > loss_disc_real_4: 0.21097733080387115 (0.21599496006965638) | > loss_disc_real_5: 0.1667483001947403 (0.20840568840503693) | > loss_0: 2.12557053565979 (2.299348258972168) | > loss_gen: 2.6677956581115723 (2.5628543853759767) | > loss_kl: 3.2063424587249756 (3.5292203426361084) | > loss_feat: 6.739818096160889 (6.655694675445557) | > loss_mel: 17.899662017822266 (17.55120849609375) | > loss_duration: 2.3873047828674316 (2.4728925704956053) | > loss_1: 32.90092086791992 (32.77186965942383)  --> STEP: 6 | > loss_disc: 2.5621771812438965 (2.3431530793507895) | > loss_disc_real_0: 0.13819509744644165 (0.1316045050819715) | > loss_disc_real_1: 0.33025500178337097 (0.27029941976070404) | > loss_disc_real_2: 0.25226783752441406 (0.23293110728263855) | > loss_disc_real_3: 0.268431693315506 (0.23685100426276526) | > loss_disc_real_4: 0.3101525902748108 (0.2316878984371821) | > loss_disc_real_5: 0.3311963379383087 (0.22887079666058222) | > loss_0: 2.5621771812438965 (2.3431530793507895) | > loss_gen: 2.6954829692840576 (2.5849591493606567) | > loss_kl: 3.320535659790039 (3.4944395621617637) | > loss_feat: 5.630589962005615 (6.484843889872233) | > loss_mel: 18.172258377075195 (17.654716809590656) | > loss_duration: 2.221820831298828 (2.431047280629476) | > loss_1: 32.040687561035156 (32.65000597635905)  --> STEP: 7 | > loss_disc: 2.1823747158050537 (2.3201847417013988) | > loss_disc_real_0: 0.10075302422046661 (0.12719715067318507) | > loss_disc_real_1: 0.19465000927448273 (0.2594923611198153) | > loss_disc_real_2: 0.27430102229118347 (0.2388410951410021) | > loss_disc_real_3: 0.21864823997020721 (0.23425060936382838) | > loss_disc_real_4: 0.2150472104549408 (0.22931065729686193) | > loss_disc_real_5: 0.2107183188199997 (0.226277585540499) | > loss_0: 2.1823747158050537 (2.3201847417013988) | > loss_gen: 2.7095401287078857 (2.6027564321245467) | > loss_kl: 4.628478527069092 (3.6564451285770962) | > loss_feat: 7.436489582061768 (6.620793274470738) | > loss_mel: 19.68458366394043 (17.944697788783483) | > loss_duration: 2.5928843021392822 (2.4541668551308766) | > loss_1: 37.05197525024414 (33.27885872977121)  --> STEP: 8 | > loss_disc: 2.282111167907715 (2.315425544977188) | > loss_disc_real_0: 0.11983516067266464 (0.12627690192312002) | > loss_disc_real_1: 0.2663368880748749 (0.26034792698919773) | > loss_disc_real_2: 0.22511179745197296 (0.23712493292987347) | > loss_disc_real_3: 0.31180238723754883 (0.24394458159804344) | > loss_disc_real_4: 0.2734173536300659 (0.23482399433851242) | > loss_disc_real_5: 0.2461501806974411 (0.22876165993511677) | > loss_0: 2.282111167907715 (2.315425544977188) | > loss_gen: 3.0169951915740967 (2.6545362770557404) | > loss_kl: 3.6868913173675537 (3.6602509021759033) | > loss_feat: 9.644320487976074 (6.998734176158905) | > loss_mel: 18.396589279174805 (18.001184225082397) | > loss_duration: 2.2895255088806152 (2.433586686849594) | > loss_1: 37.03432083129883 (33.74829149246216)  --> STEP: 9 | > loss_disc: 2.3611652851104736 (2.3205077383253307) | > loss_disc_real_0: 0.19738906621932983 (0.13417825351158777) | > loss_disc_real_1: 0.20617209374904633 (0.2543283899625142) | > loss_disc_real_2: 0.20796853303909302 (0.23388533294200897) | > loss_disc_real_3: 0.24460487067699432 (0.2440179470512602) | > loss_disc_real_4: 0.2119440734386444 (0.23228178090519375) | > loss_disc_real_5: 0.2309207171201706 (0.22900155517790052) | > loss_0: 2.3611652851104736 (2.3205077383253307) | > loss_gen: 2.4183006286621094 (2.6282878716786704) | > loss_kl: 3.1495819091796875 (3.6035099029541016) | > loss_feat: 8.796354293823242 (7.198469744788276) | > loss_mel: 16.548192977905273 (17.839740753173828) | > loss_duration: 2.1753530502319336 (2.404894060558743) | > loss_1: 33.08778381347656 (33.674901750352646)  --> STEP: 10 | > loss_disc: 2.5817112922668457 (2.3466280937194823) | > loss_disc_real_0: 0.20496369898319244 (0.14125679805874825) | > loss_disc_real_1: 0.27413561940193176 (0.25630911290645597) | > loss_disc_real_2: 0.31544965505599976 (0.24204176515340806) | > loss_disc_real_3: 0.3457932472229004 (0.2541954770684242) | > loss_disc_real_4: 0.27675116062164307 (0.2367287188768387) | > loss_disc_real_5: 0.28837037086486816 (0.23493843674659728) | > loss_0: 2.5817112922668457 (2.3466280937194823) | > loss_gen: 2.828897476196289 (2.648348832130432) | > loss_kl: 2.927499294281006 (3.535908842086792) | > loss_feat: 5.97147274017334 (7.075770044326783) | > loss_mel: 17.071474075317383 (17.762914085388182) | > loss_duration: 2.3545851707458496 (2.3998631715774534) | > loss_1: 31.153928756713867 (33.42280445098877)  --> STEP: 11 | > loss_disc: 2.757411003112793 (2.38397199457342) | > loss_disc_real_0: 0.23532025516033173 (0.14980802143161948) | > loss_disc_real_1: 0.2615262567996979 (0.25678339871493255) | > loss_disc_real_2: 0.3222474753856659 (0.24933319335634058) | > loss_disc_real_3: 0.3239503800868988 (0.2605368318882855) | > loss_disc_real_4: 0.2501065731048584 (0.2379448874430223) | > loss_disc_real_5: 0.2338954508304596 (0.23484361984513022) | > loss_0: 2.757411003112793 (2.38397199457342) | > loss_gen: 2.373159885406494 (2.623331655155529) | > loss_kl: 3.9910731315612793 (3.5772874138571997) | > loss_feat: 5.374671936035156 (6.921124761754816) | > loss_mel: 16.943653106689453 (17.68843581459739) | > loss_duration: 2.5282182693481445 (2.4115318168293345) | > loss_1: 31.210777282714844 (33.221711072054774)  --> STEP: 12 | > loss_disc: 2.740935802459717 (2.4137189785639444) | > loss_disc_real_0: 0.24507735669612885 (0.15774713270366192) | > loss_disc_real_1: 0.35841354727745056 (0.26525257776180905) | > loss_disc_real_2: 0.3628479838371277 (0.2587927592297395) | > loss_disc_real_3: 0.24897612631320953 (0.2595734397570292) | > loss_disc_real_4: 0.2518356442451477 (0.2391024505098661) | > loss_disc_real_5: 0.23414164781570435 (0.2347851221760114) | > loss_0: 2.740935802459717 (2.4137189785639444) | > loss_gen: 2.4517853260040283 (2.609036127726237) | > loss_kl: 2.5244789123535156 (3.489553372065226) | > loss_feat: 6.500174522399902 (6.886045575141907) | > loss_mel: 15.137519836425781 (17.475859483083088) | > loss_duration: 2.333827257156372 (2.405056436856588) | > loss_1: 28.94778823852539 (32.86555083592733)  --> STEP: 13 | > loss_disc: 2.31602144241333 (2.4062037834754357) | > loss_disc_real_0: 0.11218972504138947 (0.15424271672964096) | > loss_disc_real_1: 0.22988133132457733 (0.26253171265125275) | > loss_disc_real_2: 0.2607162892818451 (0.25894072307990146) | > loss_disc_real_3: 0.2636168897151947 (0.25988447436919576) | > loss_disc_real_4: 0.23027658462524414 (0.23842353774951056) | > loss_disc_real_5: 0.24006256461143494 (0.2351910792864286) | > loss_0: 2.31602144241333 (2.4062037834754357) | > loss_gen: 2.6648287773132324 (2.6133278700021596) | > loss_kl: 3.5341875553131104 (3.492986770776602) | > loss_feat: 7.182430744171143 (6.908844434298002) | > loss_mel: 16.331727981567383 (17.387849367581882) | > loss_duration: 2.2873826026916504 (2.396004603459285) | > loss_1: 32.00056076049805 (32.79901313781738)  --> STEP: 14 | > loss_disc: 2.436126232147217 (2.408341101237706) | > loss_disc_real_0: 0.19125935435295105 (0.15688676227416312) | > loss_disc_real_1: 0.2511691451072693 (0.26172010068382534) | > loss_disc_real_2: 0.22326111793518066 (0.25639217985527857) | > loss_disc_real_3: 0.289977103471756 (0.2620339478765215) | > loss_disc_real_4: 0.21674856543540955 (0.23687532544136047) | > loss_disc_real_5: 0.1970110386610031 (0.23246393352746964) | > loss_0: 2.436126232147217 (2.408341101237706) | > loss_gen: 2.5694568157196045 (2.6101942232676913) | > loss_kl: 3.856041669845581 (3.5189192635672435) | > loss_feat: 6.187475681304932 (6.857318094798496) | > loss_mel: 18.5589656829834 (17.471500532967706) | > loss_duration: 2.4435572624206543 (2.3994012219565257) | > loss_1: 33.61549377441406 (32.857333183288574)  --> STEP: 15 | > loss_disc: 2.479948043823242 (2.413114897410075) | > loss_disc_real_0: 0.2421320676803589 (0.16256978263457617) | > loss_disc_real_1: 0.29092657566070557 (0.26366719901561736) | > loss_disc_real_2: 0.2965185344219208 (0.25906727015972136) | > loss_disc_real_3: 0.31254690885543823 (0.2654014786084493) | > loss_disc_real_4: 0.22922785580158234 (0.23636549413204194) | > loss_disc_real_5: 0.21234185993671417 (0.2311224619547526) | > loss_0: 2.479948043823242 (2.413114897410075) | > loss_gen: 2.7969348430633545 (2.6226435979207356) | > loss_kl: 3.6911563873291016 (3.5304017384847004) | > loss_feat: 8.469006538391113 (6.964763991038004) | > loss_mel: 16.982898712158203 (17.43892707824707) | > loss_duration: 2.425780773162842 (2.4011598587036134) | > loss_1: 34.36577606201172 (32.957896041870114)  --> STEP: 16 | > loss_disc: 2.8464434146881104 (2.440197929739952) | > loss_disc_real_0: 0.2550344467163086 (0.16834882413968444) | > loss_disc_real_1: 0.34301942586898804 (0.26862671319395304) | > loss_disc_real_2: 0.23251250386238098 (0.2574075972661376) | > loss_disc_real_3: 0.3250817060470581 (0.26913149282336235) | > loss_disc_real_4: 0.29790961742401123 (0.24021200183779) | > loss_disc_real_5: 0.29600685834884644 (0.23517773672938347) | > loss_0: 2.8464434146881104 (2.440197929739952) | > loss_gen: 2.3594117164611816 (2.6061916053295135) | > loss_kl: 2.918623208999634 (3.492165580391884) | > loss_feat: 5.802638530731201 (6.892131149768829) | > loss_mel: 14.70217514038086 (17.267880082130432) | > loss_duration: 2.4512205123901367 (2.404288649559021) | > loss_1: 28.23406982421875 (32.66265690326691)  --> STEP: 17 | > loss_disc: 2.579273223876953 (2.44837882939507) | > loss_disc_real_0: 0.18691474199295044 (0.16944093695458243) | > loss_disc_real_1: 0.3111686706542969 (0.27112918127985564) | > loss_disc_real_2: 0.26717785000801086 (0.2579823180156596) | > loss_disc_real_3: 0.2943247854709625 (0.27061345121439767) | > loss_disc_real_4: 0.25240108370780945 (0.2409290066536735) | > loss_disc_real_5: 0.25202828645706177 (0.23616894553689396) | > loss_0: 2.579273223876953 (2.44837882939507) | > loss_gen: 2.5305800437927246 (2.601743866415585) | > loss_kl: 2.022735118865967 (3.405728494419771) | > loss_feat: 4.896444797515869 (6.77473783493042) | > loss_mel: 15.791630744934082 (17.181041885824765) | > loss_duration: 2.439692974090576 (2.4063712568844067) | > loss_1: 27.68108558654785 (32.36962329640108)  --> STEP: 18 | > loss_disc: 2.347074270248413 (2.4427507983313665) | > loss_disc_real_0: 0.24376437067985535 (0.17357001660598648) | > loss_disc_real_1: 0.22311662137508392 (0.26846181684070164) | > loss_disc_real_2: 0.14601653814315796 (0.2517619969116317) | > loss_disc_real_3: 0.2943359613418579 (0.271931368443701) | > loss_disc_real_4: 0.24632754921913147 (0.24122892568508783) | > loss_disc_real_5: 0.2181452214717865 (0.23516762753327689) | > loss_0: 2.347074270248413 (2.4427507983313665) | > loss_gen: 2.7763776779174805 (2.611445744832357) | > loss_kl: 3.296053171157837 (3.399635420905219) | > loss_feat: 9.050209045410156 (6.901152902179295) | > loss_mel: 17.375308990478516 (17.191834502749973) | > loss_duration: 2.316877841949463 (2.401399400499132) | > loss_1: 34.81482696533203 (32.50546794467502)  --> STEP: 19 | > loss_disc: 2.732853412628174 (2.458019356978567) | > loss_disc_real_0: 0.19324934482574463 (0.17460577072281586) | > loss_disc_real_1: 0.3249247074127197 (0.27143354792343943) | > loss_disc_real_2: 0.2760993540287018 (0.25304291044410904) | > loss_disc_real_3: 0.32168281078338623 (0.2745498654089476) | > loss_disc_real_4: 0.2525935173034668 (0.24182706208605514) | > loss_disc_real_5: 0.31266680359840393 (0.2392465315367046) | > loss_0: 2.732853412628174 (2.458019356978567) | > loss_gen: 2.3938188552856445 (2.599991698014109) | > loss_kl: 2.397329330444336 (3.346882468775699) | > loss_feat: 3.639812707901001 (6.7295034182699105) | > loss_mel: 13.927712440490723 (17.020038604736328) | > loss_duration: 2.4106557369232178 (2.4018865761003996) | > loss_1: 24.769329071044922 (32.09830274079975)  --> STEP: 20 | > loss_disc: 2.544080972671509 (2.462322437763214) | > loss_disc_real_0: 0.1763896942138672 (0.17469496689736844) | > loss_disc_real_1: 0.26853713393211365 (0.27128872722387315) | > loss_disc_real_2: 0.2777443528175354 (0.25427798256278034) | > loss_disc_real_3: 0.24365340173244476 (0.27300504222512245) | > loss_disc_real_4: 0.2865144908428192 (0.24406143352389337) | > loss_disc_real_5: 0.20975230634212494 (0.23777182027697563) | > loss_0: 2.544080972671509 (2.462322437763214) | > loss_gen: 2.371758222579956 (2.5885800242424013) | > loss_kl: 2.374925136566162 (3.2982846021652223) | > loss_feat: 4.633041858673096 (6.62468034029007) | > loss_mel: 16.31932830810547 (16.985003089904787) | > loss_duration: 2.355626344680786 (2.399573564529419) | > loss_1: 28.05467987060547 (31.89612159729004)  --> STEP: 21 | > loss_disc: 2.513491630554199 (2.4647590659913563) | > loss_disc_real_0: 0.14482924342155457 (0.17327278958899633) | > loss_disc_real_1: 0.29947105050086975 (0.27263074261801584) | > loss_disc_real_2: 0.19352762401103973 (0.2513851083460308) | > loss_disc_real_3: 0.23683011531829834 (0.27128242665813085) | > loss_disc_real_4: 0.1937425285577774 (0.24166529519217356) | > loss_disc_real_5: 0.27198028564453125 (0.2394007948182878) | > loss_0: 2.513491630554199 (2.4647590659913563) | > loss_gen: 2.340451717376709 (2.57676439058213) | > loss_kl: 2.236069917678833 (3.247702950523013) | > loss_feat: 4.877265930175781 (6.541470130284627) | > loss_mel: 14.654044151306152 (16.87400504520961) | > loss_duration: 2.1970953941345215 (2.3899317468915666) | > loss_1: 26.304927825927734 (31.629874274844216)  --> STEP: 22 | > loss_disc: 2.430149793624878 (2.4631859172474253) | > loss_disc_real_0: 0.20095279812812805 (0.1745309717953205) | > loss_disc_real_1: 0.31059351563453674 (0.2743563232096759) | > loss_disc_real_2: 0.25037264823913574 (0.251339087432081) | > loss_disc_real_3: 0.20424456894397736 (0.2682352513074875) | > loss_disc_real_4: 0.18103674054145813 (0.2389094517989592) | > loss_disc_real_5: 0.17947641015052795 (0.23667695915157144) | > loss_0: 2.430149793624878 (2.4631859172474253) | > loss_gen: 2.6546545028686523 (2.5803048502315176) | > loss_kl: 2.4467709064483643 (3.21129694851962) | > loss_feat: 7.461568355560303 (6.583292776888067) | > loss_mel: 17.43282127380371 (16.89940578287298) | > loss_duration: 2.1992130279541016 (2.381262714212591) | > loss_1: 32.195030212402344 (31.655563181096856)  --> STEP: 23 | > loss_disc: 2.3986434936523438 (2.4603797249172046) | > loss_disc_real_0: 0.18005192279815674 (0.1747710131432699) | > loss_disc_real_1: 0.2369564175605774 (0.2727302403553673) | > loss_disc_real_2: 0.2627415359020233 (0.25183484606120893) | > loss_disc_real_3: 0.23924186825752258 (0.2669746694357499) | > loss_disc_real_4: 0.21330542862415314 (0.2377962334000546) | > loss_disc_real_5: 0.26233166456222534 (0.2377923811259477) | > loss_0: 2.3986434936523438 (2.4603797249172046) | > loss_gen: 2.578037977218628 (2.5802062905353047) | > loss_kl: 3.0481462478637695 (3.2042034397954526) | > loss_feat: 6.127532482147217 (6.563477111899334) | > loss_mel: 16.10466957092285 (16.86485203452732) | > loss_duration: 2.290966272354126 (2.377336781957875) | > loss_1: 30.149351119995117 (31.59007570017939)  --> STEP: 24 | > loss_disc: 3.0423271656036377 (2.484627534945806) | > loss_disc_real_0: 0.2436004877090454 (0.1776389079168439) | > loss_disc_real_1: 0.27093467116355896 (0.2726554249723753) | > loss_disc_real_2: 0.31682848930358887 (0.25454291452964145) | > loss_disc_real_3: 0.28596991300582886 (0.2677661379178365) | > loss_disc_real_4: 0.33116838335990906 (0.24168673964838186) | > loss_disc_real_5: 0.34439098834991455 (0.24223398976027966) | > loss_0: 3.0423271656036377 (2.484627534945806) | > loss_gen: 2.2218616008758545 (2.5652752617994943) | > loss_kl: 2.5795950889587402 (3.178178091843923) | > loss_feat: 4.654666423797607 (6.483943333228429) | > loss_mel: 14.941706657409668 (16.78472097714742) | > loss_duration: 2.414541006088257 (2.378886957963308) | > loss_1: 26.81237030029297 (31.391004641850788)  --> STEP: 25 | > loss_disc: 2.4230644702911377 (2.4821650123596193) | > loss_disc_real_0: 0.15929047763347626 (0.17690497070550917) | > loss_disc_real_1: 0.32520991563796997 (0.2747576045989991) | > loss_disc_real_2: 0.28622111678123474 (0.2558100426197052) | > loss_disc_real_3: 0.2718256711959839 (0.2679285192489624) | > loss_disc_real_4: 0.24024802446365356 (0.24162919104099273) | > loss_disc_real_5: 0.30312803387641907 (0.24466975152492523) | > loss_0: 2.4230644702911377 (2.4821650123596193) | > loss_gen: 2.923051118850708 (2.5795862960815428) | > loss_kl: 2.975306987762451 (3.1700632476806643) | > loss_feat: 6.701396942138672 (6.492641477584839) | > loss_mel: 15.559691429138184 (16.73571979522705) | > loss_duration: 2.441318988800049 (2.381384239196777) | > loss_1: 30.600767135620117 (31.359395141601563)  --> STEP: 26 | > loss_disc: 2.7369887828826904 (2.4919659266105065) | > loss_disc_real_0: 0.26859521865844727 (0.1804315187036991) | > loss_disc_real_1: 0.28152379393577576 (0.2750178426504136) | > loss_disc_real_2: 0.27539530396461487 (0.2565633219022017) | > loss_disc_real_3: 0.2706868052482605 (0.2680346071720123) | > loss_disc_real_4: 0.19900143146514893 (0.2399896618265372) | > loss_disc_real_5: 0.19935791194438934 (0.24292698846413538) | > loss_0: 2.7369887828826904 (2.4919659266105065) | > loss_gen: 2.16396427154541 (2.563600833599384) | > loss_kl: 2.497412919998169 (3.1441920812313375) | > loss_feat: 4.826176166534424 (6.428546657929053) | > loss_mel: 15.728338241577148 (16.6969743508559) | > loss_duration: 2.263913154602051 (2.3768661205585184) | > loss_1: 27.47980499267578 (31.21018013587365) --> EVAL PERFORMANCE | > avg_loader_time: 0.0027632988416231596 (+0.0003605622511643632) | > avg_loss_disc: 2.4919659266105065 (+0.07079937824836158) | > avg_loss_disc_real_0: 0.1804315187036991 (-0.0015619597755945624) | > avg_loss_disc_real_1: 0.2750178426504136 (+0.09875278203533258) | > avg_loss_disc_real_2: 0.2565633219022017 (+0.010710759231677414) | > avg_loss_disc_real_3: 0.2680346071720123 (+0.0331948021283516) | > avg_loss_disc_real_4: 0.2399896618265372 (-0.024171623472984016) | > avg_loss_disc_real_5: 0.24292698846413538 (-0.013411913353663235) | > avg_loss_0: 2.4919659266105065 (+0.07079937824836158) | > avg_loss_gen: 2.563600833599384 (+0.06592286550081683) | > avg_loss_kl: 3.1441920812313375 (+0.06530609497657203) | > avg_loss_feat: 6.428546657929053 (-0.2893676849511957) | > avg_loss_mel: 16.6969743508559 (-0.2106362122755776) | > avg_loss_duration: 2.3768661205585184 (+0.016981454995962597) | > avg_loss_1: 31.21018013587365 (-0.3517932158250012)  > EPOCH: 997/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:31:38)   --> TIME: 2024-06-12 11:31:44 -- STEP: 14/330 -- GLOBAL_STEP: 417025 | > loss_disc: 2.3248894214630127 (2.317822660718645) | > loss_disc_real_0: 0.11305127292871475 (0.0981575357062476) | > loss_disc_real_1: 0.20942547917366028 (0.19568186785493577) | > loss_disc_real_2: 0.21602845191955566 (0.20192273067576544) | > loss_disc_real_3: 0.22736571729183197 (0.2280279121228627) | > loss_disc_real_4: 0.2378665804862976 (0.23425394190209253) | > loss_disc_real_5: 0.234791100025177 (0.2282650460089956) | > loss_0: 2.3248894214630127 (2.317822660718645) | > grad_norm_0: tensor(13.4102, device='cuda:0') (tensor(14.2988, device='cuda:0')) | > loss_gen: 2.6680078506469727 (2.5098382575171336) | > loss_kl: 1.7540689706802368 (1.967025067125048) | > loss_feat: 7.5393805503845215 (6.800177880695888) | > loss_mel: 17.13108253479004 (17.264035088675364) | > loss_duration: 1.985311508178711 (2.0433071851730347) | > loss_1: 31.077852249145508 (30.584383692060197) | > grad_norm_1: tensor(131.9297, device='cuda:0') (tensor(138.9294, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.3575 (0.36300013746534077) | > loader_time: 0.0029 (0.003116386277335031)  --> TIME: 2024-06-12 11:31:54 -- STEP: 39/330 -- GLOBAL_STEP: 417050 | > loss_disc: 2.292365074157715 (2.3110473400507217) | > loss_disc_real_0: 0.08888842910528183 (0.1029992611744465) | > loss_disc_real_1: 0.17825192213058472 (0.1930815604252693) | > loss_disc_real_2: 0.19849568605422974 (0.20322946096077943) | > loss_disc_real_3: 0.21474400162696838 (0.227729802330335) | > loss_disc_real_4: 0.2331036925315857 (0.2331186639956939) | > loss_disc_real_5: 0.2538634240627289 (0.22203663411812904) | > loss_0: 2.292365074157715 (2.3110473400507217) | > grad_norm_0: tensor(10.6603, device='cuda:0') (tensor(13.7137, device='cuda:0')) | > loss_gen: 2.493800640106201 (2.5231229647611966) | > loss_kl: 1.8865399360656738 (1.919417292643816) | > loss_feat: 8.024988174438477 (7.015525426620092) | > loss_mel: 16.765291213989258 (17.18993998796512) | > loss_duration: 1.9741289615631104 (1.988420883814494) | > loss_1: 31.14474868774414 (30.636426485501804) | > grad_norm_1: tensor(112.1305, device='cuda:0') (tensor(145.8469, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.3596 (0.3603114225925542) | > loader_time: 0.0033 (0.003358199046208308)  --> TIME: 2024-06-12 11:32:03 -- STEP: 64/330 -- GLOBAL_STEP: 417075 | > loss_disc: 2.4174065589904785 (2.3300194405019283) | > loss_disc_real_0: 0.10241648554801941 (0.10371667623985559) | > loss_disc_real_1: 0.19991159439086914 (0.19255373487249017) | > loss_disc_real_2: 0.23265618085861206 (0.20564973098225892) | > loss_disc_real_3: 0.2447044402360916 (0.22822466306388378) | > loss_disc_real_4: 0.24188198149204254 (0.23215367691591382) | > loss_disc_real_5: 0.264312207698822 (0.2244160317350179) | > loss_0: 2.4174065589904785 (2.3300194405019283) | > grad_norm_0: tensor(9.7343, device='cuda:0') (tensor(11.4922, device='cuda:0')) | > loss_gen: 2.559274673461914 (2.508706439286471) | > loss_kl: 2.0809147357940674 (1.928037540987134) | > loss_feat: 7.788367748260498 (7.030498191714287) | > loss_mel: 17.568954467773438 (17.205665230751034) | > loss_duration: 1.967883825302124 (1.9749180916696787) | > loss_1: 31.965394973754883 (30.647825449705124) | > grad_norm_1: tensor(86.3752, device='cuda:0') (tensor(121.1812, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.3651 (0.3602243065834045) | > loader_time: 0.0034 (0.0034538917243480682)  --> TIME: 2024-06-12 11:32:12 -- STEP: 89/330 -- GLOBAL_STEP: 417100 | > loss_disc: 2.2814087867736816 (2.3413178304607944) | > loss_disc_real_0: 0.10779549926519394 (0.10623790558134572) | > loss_disc_real_1: 0.1884155124425888 (0.19295909264114466) | > loss_disc_real_2: 0.23298855125904083 (0.20672046250841591) | > loss_disc_real_3: 0.22498179972171783 (0.22910303647598523) | > loss_disc_real_4: 0.24032354354858398 (0.23382047873534514) | > loss_disc_real_5: 0.2268500179052353 (0.22523952468057698) | > loss_0: 2.2814087867736816 (2.3413178304607944) | > grad_norm_0: tensor(6.3662, device='cuda:0') (tensor(10.6569, device='cuda:0')) | > loss_gen: 2.638030529022217 (2.4998279609037244) | > loss_kl: 2.0177667140960693 (1.9495686855209007) | > loss_feat: 6.932737350463867 (7.002459970752844) | > loss_mel: 17.25237274169922 (17.14232324750235) | > loss_duration: 1.9976093769073486 (1.9712566807028953) | > loss_1: 30.838518142700195 (30.56543658824449) | > grad_norm_1: tensor(72.1331, device='cuda:0') (tensor(116.5064, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.3643 (0.36337887303213046) | > loader_time: 0.0038 (0.0035805112860176)  --> TIME: 2024-06-12 11:32:22 -- STEP: 114/330 -- GLOBAL_STEP: 417125 | > loss_disc: 2.3174490928649902 (2.340248561742013) | > loss_disc_real_0: 0.12163794785737991 (0.10722625399367851) | > loss_disc_real_1: 0.19776281714439392 (0.19319406021059604) | > loss_disc_real_2: 0.20702500641345978 (0.20728471391556555) | > loss_disc_real_3: 0.22951842844486237 (0.22869881151015298) | > loss_disc_real_4: 0.2627052366733551 (0.23339558418905526) | > loss_disc_real_5: 0.2403465360403061 (0.2239084145740459) | > loss_0: 2.3174490928649902 (2.340248561742013) | > grad_norm_0: tensor(8.9339, device='cuda:0') (tensor(10.1187, device='cuda:0')) | > loss_gen: 2.490379571914673 (2.4931439224042387) | > loss_kl: 2.1342837810516357 (1.975416832848599) | > loss_feat: 6.951012134552002 (6.963937968538518) | > loss_mel: 16.552766799926758 (17.089353017639684) | > loss_duration: 2.010418176651001 (1.9749191319733335) | > loss_1: 30.138858795166016 (30.496770908958034) | > grad_norm_1: tensor(56.5571, device='cuda:0') (tensor(110.9016, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.363 (0.363980772202475) | > loader_time: 0.0039 (0.003655023742140385)  --> TIME: 2024-06-12 11:32:31 -- STEP: 139/330 -- GLOBAL_STEP: 417150 | > loss_disc: 2.392869472503662 (2.350514883617703) | > loss_disc_real_0: 0.09402035921812057 (0.10899256201956768) | > loss_disc_real_1: 0.1478896141052246 (0.19358180677719253) | > loss_disc_real_2: 0.20873287320137024 (0.20884852625912043) | > loss_disc_real_3: 0.220231294631958 (0.2292179571424457) | > loss_disc_real_4: 0.21774758398532867 (0.23331209352548174) | > loss_disc_real_5: 0.19453638792037964 (0.22402962474085444) | > loss_0: 2.392869472503662 (2.350514883617703) | > grad_norm_0: tensor(11.2433, device='cuda:0') (tensor(10.2657, device='cuda:0')) | > loss_gen: 2.456895589828491 (2.4828681516990385) | > loss_kl: 2.1781177520751953 (1.9851429865514632) | > loss_feat: 7.38463020324707 (6.956308169330624) | > loss_mel: 17.451581954956055 (17.101371181954573) | > loss_duration: 2.0359268188476562 (1.9811729364257922) | > loss_1: 31.507152557373047 (30.506863449974883) | > grad_norm_1: tensor(162.9822, device='cuda:0') (tensor(111.8001, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.3692 (0.36580892089459527) | > loader_time: 0.0039 (0.0037631525410165034)  --> TIME: 2024-06-12 11:32:41 -- STEP: 164/330 -- GLOBAL_STEP: 417175 | > loss_disc: 2.439887046813965 (2.358409522510157) | > loss_disc_real_0: 0.1228211373090744 (0.11126628817944988) | > loss_disc_real_1: 0.20527836680412292 (0.19460607320070264) | > loss_disc_real_2: 0.21706050634384155 (0.20962264870361583) | > loss_disc_real_3: 0.23189480602741241 (0.2296359810705592) | > loss_disc_real_4: 0.2532102167606354 (0.23294865094670436) | > loss_disc_real_5: 0.22927772998809814 (0.22416863545048527) | > loss_0: 2.439887046813965 (2.358409522510157) | > grad_norm_0: tensor(14.2088, device='cuda:0') (tensor(10.6509, device='cuda:0')) | > loss_gen: 2.3483426570892334 (2.4755936395831237) | > loss_kl: 1.8516665697097778 (1.9970414892929356) | > loss_feat: 6.535314083099365 (6.940737439364922) | > loss_mel: 16.760272979736328 (17.08265636606913) | > loss_duration: 2.076437473297119 (1.985463947057724) | > loss_1: 29.57203483581543 (30.481492903174424) | > grad_norm_1: tensor(57.4523, device='cuda:0') (tensor(111.2433, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.3755 (0.3681436617199967) | > loader_time: 0.0042 (0.003881906590810636)  --> TIME: 2024-06-12 11:32:51 -- STEP: 189/330 -- GLOBAL_STEP: 417200 | > loss_disc: 2.459031581878662 (2.3641457545063487) | > loss_disc_real_0: 0.16729798913002014 (0.11345513638049834) | > loss_disc_real_1: 0.19721843302249908 (0.19475231938576573) | > loss_disc_real_2: 0.1807389110326767 (0.20996170313585372) | > loss_disc_real_3: 0.24256502091884613 (0.2296289620260713) | > loss_disc_real_4: 0.22843624651432037 (0.23366648321429256) | > loss_disc_real_5: 0.22507084906101227 (0.2240549898336804) | > loss_0: 2.459031581878662 (2.3641457545063487) | > grad_norm_0: tensor(11.7487, device='cuda:0') (tensor(11.2186, device='cuda:0')) | > loss_gen: 2.4552416801452637 (2.4710167085052177) | > loss_kl: 2.074798107147217 (2.004785166215645) | > loss_feat: 6.666012287139893 (6.935588897220672) | > loss_mel: 16.782684326171875 (17.07204153171921) | > loss_duration: 2.081399440765381 (1.9938991668993833) | > loss_1: 30.060136795043945 (30.477331514711732) | > grad_norm_1: tensor(219.1320, device='cuda:0') (tensor(116.3339, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.382 (0.3702895994539613) | > loader_time: 0.0048 (0.003985000035119434)  --> TIME: 2024-06-12 11:33:01 -- STEP: 214/330 -- GLOBAL_STEP: 417225 | > loss_disc: 2.4517529010772705 (2.3691550125585548) | > loss_disc_real_0: 0.14071187376976013 (0.11528360109045123) | > loss_disc_real_1: 0.23418374359607697 (0.19530289898687433) | > loss_disc_real_2: 0.22243855893611908 (0.21067545507277283) | > loss_disc_real_3: 0.23973964154720306 (0.22962034194268913) | > loss_disc_real_4: 0.24700796604156494 (0.23383872238832099) | > loss_disc_real_5: 0.25923508405685425 (0.22428498368396937) | > loss_0: 2.4517529010772705 (2.3691550125585548) | > grad_norm_0: tensor(28.6845, device='cuda:0') (tensor(12.2619, device='cuda:0')) | > loss_gen: 2.4960289001464844 (2.4703215650308916) | > loss_kl: 1.8642338514328003 (2.011878800169329) | > loss_feat: 6.073241710662842 (6.9278342768410655) | > loss_mel: 16.379512786865234 (17.034851604532946) | > loss_duration: 2.1167454719543457 (2.001935355574171) | > loss_1: 28.92976188659668 (30.446821667323604) | > grad_norm_1: tensor(144.2969, device='cuda:0') (tensor(133.8940, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.4036 (0.37312106997053185) | > loader_time: 0.0056 (0.004098801969367766)  --> TIME: 2024-06-12 11:33:11 -- STEP: 239/330 -- GLOBAL_STEP: 417250 | > loss_disc: 2.4516704082489014 (2.3697573161025436) | > loss_disc_real_0: 0.1464775800704956 (0.11618618533077596) | > loss_disc_real_1: 0.19095000624656677 (0.19530272384068956) | > loss_disc_real_2: 0.23915879428386688 (0.2110832408382304) | > loss_disc_real_3: 0.2724766135215759 (0.22969908513534018) | > loss_disc_real_4: 0.2731284201145172 (0.23317648769671948) | > loss_disc_real_5: 0.2512204051017761 (0.22348039195128563) | > loss_0: 2.4516704082489014 (2.3697573161025436) | > grad_norm_0: tensor(27.9339, device='cuda:0') (tensor(13.2848, device='cuda:0')) | > loss_gen: 2.548189878463745 (2.469035362100003) | > loss_kl: 2.096515655517578 (2.0229107430789255) | > loss_feat: 6.376224040985107 (6.924933004578786) | > loss_mel: 16.008380889892578 (17.003975780439152) | > loss_duration: 2.0562562942504883 (2.0112869904131068) | > loss_1: 29.085567474365234 (30.432141962410515) | > grad_norm_1: tensor(247.5100, device='cuda:0') (tensor(150.6187, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.4058 (0.37683858033503437) | > loader_time: 0.0058 (0.0042246275865882015)  --> TIME: 2024-06-12 11:33:23 -- STEP: 264/330 -- GLOBAL_STEP: 417275 | > loss_disc: 2.4490883350372314 (2.372140430139773) | > loss_disc_real_0: 0.1579400897026062 (0.11685994544038264) | > loss_disc_real_1: 0.2083534598350525 (0.1955226691383304) | > loss_disc_real_2: 0.21835926175117493 (0.2105764579592329) | > loss_disc_real_3: 0.26287707686424255 (0.22995582685777635) | > loss_disc_real_4: 0.20743641257286072 (0.23362475052250153) | > loss_disc_real_5: 0.22316715121269226 (0.22372621568766507) | > loss_0: 2.4490883350372314 (2.372140430139773) | > grad_norm_0: tensor(57.9757, device='cuda:0') (tensor(14.5237, device='cuda:0')) | > loss_gen: 2.4411182403564453 (2.468543030095823) | > loss_kl: 2.151773691177368 (2.027491376255497) | > loss_feat: 6.506638526916504 (6.93052685622013) | > loss_mel: 16.377792358398438 (16.957000902204783) | > loss_duration: 2.1440861225128174 (2.019487892587979) | > loss_1: 29.621410369873047 (30.403050184249878) | > grad_norm_1: tensor(523.5405, device='cuda:0') (tensor(171.7219, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.4504 (0.3833420385013926) | > loader_time: 0.0057 (0.0043700400627020635)  --> TIME: 2024-06-12 11:33:34 -- STEP: 289/330 -- GLOBAL_STEP: 417300 | > loss_disc: 2.316880702972412 (2.3733675636634697) | > loss_disc_real_0: 0.13303375244140625 (0.11802239259737171) | > loss_disc_real_1: 0.16390837728977203 (0.1957619755841456) | > loss_disc_real_2: 0.214503213763237 (0.2109443366424435) | > loss_disc_real_3: 0.2606532871723175 (0.23020450899757727) | > loss_disc_real_4: 0.2507338523864746 (0.23313493464644805) | > loss_disc_real_5: 0.20925164222717285 (0.22283518293737128) | > loss_0: 2.316880702972412 (2.3733675636634697) | > grad_norm_0: tensor(37.6638, device='cuda:0') (tensor(15.9627, device='cuda:0')) | > loss_gen: 2.6623384952545166 (2.4687009138219493) | > loss_kl: 2.0626721382141113 (2.0336707892302406) | > loss_feat: 7.687859535217285 (6.942551169015958) | > loss_mel: 16.26032829284668 (16.907533417935994) | > loss_duration: 2.174010753631592 (2.0295842126991492) | > loss_1: 30.847209930419922 (30.382040624387535) | > grad_norm_1: tensor(719.1704, device='cuda:0') (tensor(194.2023, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.4833 (0.38964203072254217) | > loader_time: 0.0068 (0.0045613351577706)  --> TIME: 2024-06-12 11:33:47 -- STEP: 314/330 -- GLOBAL_STEP: 417325 | > loss_disc: 2.3325347900390625 (2.3769448342596644) | > loss_disc_real_0: 0.08980423957109451 (0.11933994314568055) | > loss_disc_real_1: 0.18129120767116547 (0.19617602513853907) | > loss_disc_real_2: 0.19005469977855682 (0.21091051404453381) | > loss_disc_real_3: 0.20328408479690552 (0.23038925306432567) | > loss_disc_real_4: 0.2453247755765915 (0.23382718671279348) | > loss_disc_real_5: 0.25911426544189453 (0.22252529702938287) | > loss_0: 2.3325347900390625 (2.3769448342596644) | > grad_norm_0: tensor(39.5176, device='cuda:0') (tensor(17.6514, device='cuda:0')) | > loss_gen: 2.315875291824341 (2.4701950337476775) | > loss_kl: 2.0059967041015625 (2.0388034961785477) | > loss_feat: 7.108877658843994 (6.952519410734723) | > loss_mel: 16.66103172302246 (16.874171897863864) | > loss_duration: 2.245335578918457 (2.042828290705468) | > loss_1: 30.337116241455078 (30.378518238189113) | > grad_norm_1: tensor(545.6973, device='cuda:0') (tensor(218.3281, device='cuda:0')) | > current_lr_0: 0.0001765642048066698 | > current_lr_1: 0.0001765642048066698 | > step_time: 0.5172 (0.3980957262075631) | > loader_time: 0.0083 (0.004786410908790152)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4908688068389893 (2.4908688068389893) | > loss_disc_real_0: 0.108803890645504 (0.108803890645504) | > loss_disc_real_1: 0.24345847964286804 (0.24345847964286804) | > loss_disc_real_2: 0.2616426646709442 (0.2616426646709442) | > loss_disc_real_3: 0.23200269043445587 (0.23200269043445587) | > loss_disc_real_4: 0.2781321406364441 (0.2781321406364441) | > loss_disc_real_5: 0.31231266260147095 (0.31231266260147095) | > loss_0: 2.4908688068389893 (2.4908688068389893) | > loss_gen: 2.434824228286743 (2.434824228286743) | > loss_kl: 3.306766986846924 (3.306766986846924) | > loss_feat: 6.67378044128418 (6.67378044128418) | > loss_mel: 14.526854515075684 (14.526854515075684) | > loss_duration: 3.0802183151245117 (3.0802183151245117) | > loss_1: 30.022441864013672 (30.022441864013672)  --> STEP: 1 | > loss_disc: 2.0105459690093994 (2.0105459690093994) | > loss_disc_real_0: 0.041121575981378555 (0.041121575981378555) | > loss_disc_real_1: 0.24378220736980438 (0.24378220736980438) | > loss_disc_real_2: 0.1285165399312973 (0.1285165399312973) | > loss_disc_real_3: 0.15113303065299988 (0.15113303065299988) | > loss_disc_real_4: 0.19541297852993011 (0.19541297852993011) | > loss_disc_real_5: 0.16873352229595184 (0.16873352229595184) | > loss_0: 2.0105459690093994 (2.0105459690093994) | > loss_gen: 2.4367787837982178 (2.4367787837982178) | > loss_kl: 2.253511667251587 (2.253511667251587) | > loss_feat: 8.913986206054688 (8.913986206054688) | > loss_mel: 18.540904998779297 (18.540904998779297) | > loss_duration: 2.620490312576294 (2.620490312576294) | > loss_1: 34.76567077636719 (34.76567077636719)  --> STEP: 2 | > loss_disc: 2.241666316986084 (2.1261061429977417) | > loss_disc_real_0: 0.0503675676882267 (0.04574457183480263) | > loss_disc_real_1: 0.2457999587059021 (0.24479108303785324) | > loss_disc_real_2: 0.18702100217342377 (0.15776877105236053) | > loss_disc_real_3: 0.29381901025772095 (0.2224760204553604) | > loss_disc_real_4: 0.23111984133720398 (0.21326640993356705) | > loss_disc_real_5: 0.19614601135253906 (0.18243976682424545) | > loss_0: 2.241666316986084 (2.1261061429977417) | > loss_gen: 2.514221668243408 (2.475500226020813) | > loss_kl: 3.15872859954834 (2.7061201333999634) | > loss_feat: 6.565917015075684 (7.7399516105651855) | > loss_mel: 18.153791427612305 (18.3473482131958) | > loss_duration: 2.540043830871582 (2.580267071723938) | > loss_1: 32.932701110839844 (33.849185943603516)  --> STEP: 3 | > loss_disc: 2.2824318408966064 (2.17821470896403) | > loss_disc_real_0: 0.11439885199069977 (0.06862933188676834) | > loss_disc_real_1: 0.3046877384185791 (0.26475663483142853) | > loss_disc_real_2: 0.12420565634965897 (0.14658106615146002) | > loss_disc_real_3: 0.207339346408844 (0.21743046243985495) | > loss_disc_real_4: 0.21699149906635284 (0.21450810631116232) | > loss_disc_real_5: 0.16162365674972534 (0.17550106346607208) | > loss_0: 2.2824318408966064 (2.17821470896403) | > loss_gen: 2.479944944381714 (2.47698179880778) | > loss_kl: 3.7926974296569824 (3.0683125654856362) | > loss_feat: 6.680956840515137 (7.386953353881836) | > loss_mel: 17.11402702331543 (17.936241149902344) | > loss_duration: 2.515246629714966 (2.5585935910542807) | > loss_1: 32.58287048339844 (33.42708079020182)  --> STEP: 4 | > loss_disc: 2.5389046669006348 (2.268387198448181) | > loss_disc_real_0: 0.1345629096031189 (0.08511272631585598) | > loss_disc_real_1: 0.3296177089214325 (0.2809719033539295) | > loss_disc_real_2: 0.19084063172340393 (0.157645957544446) | > loss_disc_real_3: 0.22275424003601074 (0.2187614068388939) | > loss_disc_real_4: 0.24914966523647308 (0.22316849604249) | > loss_disc_real_5: 0.26247265934944153 (0.19724396243691444) | > loss_0: 2.5389046669006348 (2.268387198448181) | > loss_gen: 2.266112804412842 (2.4242645502090454) | > loss_kl: 3.918341875076294 (3.280819892883301) | > loss_feat: 5.064889907836914 (6.8064374923706055) | > loss_mel: 14.087530136108398 (16.974063396453857) | > loss_duration: 2.455465793609619 (2.5328116416931152) | > loss_1: 27.792341232299805 (32.01839590072632)  --> STEP: 5 | > loss_disc: 2.5499205589294434 (2.3246938705444338) | > loss_disc_real_0: 0.17574858665466309 (0.1032398983836174) | > loss_disc_real_1: 0.2902486324310303 (0.28282724916934965) | > loss_disc_real_2: 0.2340034544467926 (0.1729174569249153) | > loss_disc_real_3: 0.30038726329803467 (0.23508657813072203) | > loss_disc_real_4: 0.22045163810253143 (0.22262512445449828) | > loss_disc_real_5: 0.19045040011405945 (0.19588524997234344) | > loss_0: 2.5499205589294434 (2.3246938705444338) | > loss_gen: 2.2580084800720215 (2.391013336181641) | > loss_kl: 3.268129587173462 (3.278281831741333) | > loss_feat: 5.396026611328125 (6.52435531616211) | > loss_mel: 17.089462280273438 (16.997143173217772) | > loss_duration: 2.4011614322662354 (2.5064815998077394) | > loss_1: 30.41278839111328 (31.69727439880371)  --> STEP: 6 | > loss_disc: 2.623480796813965 (2.3744916915893555) | > loss_disc_real_0: 0.10977195203304291 (0.10432857399185498) | > loss_disc_real_1: 0.2670249938964844 (0.2801935399572055) | > loss_disc_real_2: 0.23950399458408356 (0.18401521320144335) | > loss_disc_real_3: 0.25389689207077026 (0.23822163045406342) | > loss_disc_real_4: 0.21877031028270721 (0.22198265542586645) | > loss_disc_real_5: 0.2078767716884613 (0.19788383692502975) | > loss_0: 2.623480796813965 (2.3744916915893555) | > loss_gen: 2.0228335857391357 (2.329650044441223) | > loss_kl: 3.331766128540039 (3.287195881207784) | > loss_feat: 4.606949806213379 (6.204787731170654) | > loss_mel: 15.266617774963379 (16.70872227350871) | > loss_duration: 2.2306323051452637 (2.460506717363993) | > loss_1: 27.458799362182617 (30.990861892700195)  --> STEP: 7 | > loss_disc: 1.9525532722473145 (2.3142147745404924) | > loss_disc_real_0: 0.10677194595336914 (0.10467762712921415) | > loss_disc_real_1: 0.21353772282600403 (0.2706712803670338) | > loss_disc_real_2: 0.19946520030498505 (0.18622235421623504) | > loss_disc_real_3: 0.19028906524181366 (0.23137412113802774) | > loss_disc_real_4: 0.14175952970981598 (0.2105222088950021) | > loss_disc_real_5: 0.1533401608467102 (0.19152045462812697) | > loss_0: 1.9525532722473145 (2.3142147745404924) | > loss_gen: 2.8901634216308594 (2.4097233840397427) | > loss_kl: 4.764495372772217 (3.498238665716989) | > loss_feat: 7.776398181915283 (6.4293035098484586) | > loss_mel: 19.05349349975586 (17.043689591544016) | > loss_duration: 2.604757785797119 (2.48111401285444) | > loss_1: 37.08930969238281 (31.862068721226283)  --> STEP: 8 | > loss_disc: 2.292990207672119 (2.311561703681946) | > loss_disc_real_0: 0.08568351715803146 (0.10230336338281631) | > loss_disc_real_1: 0.3301894962787628 (0.27811105735599995) | > loss_disc_real_2: 0.15413206815719604 (0.18221106845885515) | > loss_disc_real_3: 0.2002422958612442 (0.2274826429784298) | > loss_disc_real_4: 0.18912866711616516 (0.20784801617264748) | > loss_disc_real_5: 0.16221514344215393 (0.18785729072988033) | > loss_0: 2.292990207672119 (2.311561703681946) | > loss_gen: 2.467148780822754 (2.416901558637619) | > loss_kl: 3.7828409671783447 (3.533813953399658) | > loss_feat: 9.602733612060547 (6.8259822726249695) | > loss_mel: 18.873886108398438 (17.272464156150818) | > loss_duration: 2.2966856956481934 (2.458060473203659) | > loss_1: 37.023292541503906 (32.507221698760986)  --> STEP: 9 | > loss_disc: 2.45397686958313 (2.3273856110042996) | > loss_disc_real_0: 0.10566958039999008 (0.10267738749583562) | > loss_disc_real_1: 0.22029215097427368 (0.27168673442469704) | > loss_disc_real_2: 0.17908819019794464 (0.18186408198542064) | > loss_disc_real_3: 0.1732870638370514 (0.22146091196272108) | > loss_disc_real_4: 0.19942760467529297 (0.20691241489516365) | > loss_disc_real_5: 0.24497824907302856 (0.19420406387911904) | > loss_0: 2.45397686958313 (2.3273856110042996) | > loss_gen: 2.2248117923736572 (2.3955582512749567) | > loss_kl: 3.126551389694214 (3.4885625574323864) | > loss_feat: 8.947808265686035 (7.061740716298421) | > loss_mel: 17.843673706054688 (17.335931883917915) | > loss_duration: 2.213738441467285 (2.4309135807885065) | > loss_1: 34.35658264160156 (32.71270624796549)  --> STEP: 10 | > loss_disc: 2.427536964416504 (2.33740074634552) | > loss_disc_real_0: 0.12149842828512192 (0.10455949157476425) | > loss_disc_real_1: 0.3487565517425537 (0.2793937161564827) | > loss_disc_real_2: 0.2290572077035904 (0.18658339455723763) | > loss_disc_real_3: 0.2665695548057556 (0.22597177624702453) | > loss_disc_real_4: 0.22992663085460663 (0.20921383649110795) | > loss_disc_real_5: 0.21587936580181122 (0.19637159407138824) | > loss_0: 2.427536964416504 (2.33740074634552) | > loss_gen: 2.443460702896118 (2.400348496437073) | > loss_kl: 3.1899986267089844 (3.4587061643600463) | > loss_feat: 6.358126640319824 (6.991379308700561) | > loss_mel: 18.377952575683594 (17.44013395309448) | > loss_duration: 2.438894748687744 (2.43171169757843) | > loss_1: 32.808433532714844 (32.72227897644043)  --> STEP: 11 | > loss_disc: 2.3072516918182373 (2.3346599232066763) | > loss_disc_real_0: 0.1328420639038086 (0.10713063451376828) | > loss_disc_real_1: 0.2315485179424286 (0.2750441526824778) | > loss_disc_real_2: 0.15947552025318146 (0.18411904234777798) | > loss_disc_real_3: 0.16411013901233673 (0.2203479910438711) | > loss_disc_real_4: 0.1682407557964325 (0.20548901097341019) | > loss_disc_real_5: 0.20281951129436493 (0.19695776836438614) | > loss_0: 2.3072516918182373 (2.3346599232066763) | > loss_gen: 2.2011334896087646 (2.382238041270863) | > loss_kl: 3.693563938140869 (3.480056871067394) | > loss_feat: 5.698689937591553 (6.873862093145197) | > loss_mel: 16.83572006225586 (17.385187235745516) | > loss_duration: 2.5289206504821777 (2.4405488751151343) | > loss_1: 30.95802879333496 (32.56189259615812)  --> STEP: 12 | > loss_disc: 2.09816575050354 (2.314952075481415) | > loss_disc_real_0: 0.08715318143367767 (0.10546584675709407) | > loss_disc_real_1: 0.24105511605739594 (0.272211732963721) | > loss_disc_real_2: 0.17786970734596252 (0.18359826443096003) | > loss_disc_real_3: 0.19879114627838135 (0.21855158731341362) | > loss_disc_real_4: 0.20742565393447876 (0.20565039788683256) | > loss_disc_real_5: 0.18698202073574066 (0.196126456061999) | > loss_0: 2.09816575050354 (2.314952075481415) | > loss_gen: 2.6598284244537354 (2.405370573202769) | > loss_kl: 2.7590250968933105 (3.4199708898862204) | > loss_feat: 6.687995433807373 (6.858373204867045) | > loss_mel: 17.136199951171875 (17.36443829536438) | > loss_duration: 2.2698497772216797 (2.4263239502906795) | > loss_1: 31.51289939880371 (32.47447649637858)  --> STEP: 13 | > loss_disc: 2.601036310195923 (2.3369585550748386) | > loss_disc_real_0: 0.14196504652500153 (0.10827347750847156) | > loss_disc_real_1: 0.35903826355934143 (0.2788906968556918) | > loss_disc_real_2: 0.22390922904014587 (0.18669910786243585) | > loss_disc_real_3: 0.21220777928829193 (0.21806360208071196) | > loss_disc_real_4: 0.236827090382576 (0.20804860500188974) | > loss_disc_real_5: 0.23669399321079254 (0.19924703584267542) | > loss_0: 2.601036310195923 (2.3369585550748386) | > loss_gen: 2.1674857139587402 (2.387071737876305) | > loss_kl: 3.8134589195251465 (3.450239199858445) | > loss_feat: 4.232285976409912 (6.656366494985727) | > loss_mel: 13.509249687194824 (17.067885325505184) | > loss_duration: 2.341334819793701 (2.419786324867835) | > loss_1: 26.06381607055664 (31.981348771315353)  --> STEP: 14 | > loss_disc: 2.4398281574249268 (2.3443063838141307) | > loss_disc_real_0: 0.14219310879707336 (0.11069630831480026) | > loss_disc_real_1: 0.2802812159061432 (0.27899001964500975) | > loss_disc_real_2: 0.17312781512737274 (0.18572972980993135) | > loss_disc_real_3: 0.26860252022743225 (0.2216735248054777) | > loss_disc_real_4: 0.23928306996822357 (0.21027963821377074) | > loss_disc_real_5: 0.21477364003658295 (0.2003560789993831) | > loss_0: 2.4398281574249268 (2.3443063838141307) | > loss_gen: 2.360832452774048 (2.385197503226144) | > loss_kl: 3.3554294109344482 (3.44346707207816) | > loss_feat: 6.48099946975708 (6.643840278897967) | > loss_mel: 16.520597457885742 (17.028793334960938) | > loss_duration: 2.411051034927368 (2.4191623755863736) | > loss_1: 31.128908157348633 (31.920460156032018)  --> STEP: 15 | > loss_disc: 2.522878646850586 (2.356211201349894) | > loss_disc_real_0: 0.1669195145368576 (0.11444452206293741) | > loss_disc_real_1: 0.2624019384384155 (0.2778841475645701) | > loss_disc_real_2: 0.18356429040431976 (0.18558536718289056) | > loss_disc_real_3: 0.26464080810546875 (0.22453801035881044) | > loss_disc_real_4: 0.24525274336338043 (0.21261117855707803) | > loss_disc_real_5: 0.23647089302539825 (0.20276373326778413) | > loss_0: 2.522878646850586 (2.356211201349894) | > loss_gen: 2.330331802368164 (2.381539789835612) | > loss_kl: 4.004955768585205 (3.4808996518452964) | > loss_feat: 6.598445892333984 (6.640813986460368) | > loss_mel: 18.364151000976562 (17.117817179361978) | > loss_duration: 2.448776960372925 (2.4211366812388104) | > loss_1: 33.74666213989258 (32.04220695495606)  --> STEP: 16 | > loss_disc: 2.5537681579589844 (2.3685585111379623) | > loss_disc_real_0: 0.1849026381969452 (0.1188481543213129) | > loss_disc_real_1: 0.38524794578552246 (0.28459438495337963) | > loss_disc_real_2: 0.19912047684192657 (0.18643131153658032) | > loss_disc_real_3: 0.18522591888904572 (0.22208100464195013) | > loss_disc_real_4: 0.20697905123233795 (0.2122591705992818) | > loss_disc_real_5: 0.1743895709514618 (0.20099034812301397) | > loss_0: 2.5537681579589844 (2.3685585111379623) | > loss_gen: 2.244662046432495 (2.372984930872917) | > loss_kl: 3.0344882011413574 (3.4529989361763) | > loss_feat: 6.3532843589782715 (6.622843384742737) | > loss_mel: 15.502530097961426 (17.016861736774445) | > loss_duration: 2.387188673019409 (2.4190149307250977) | > loss_1: 29.522151947021484 (31.884703516960148)  --> STEP: 17 | > loss_disc: 2.6556100845336914 (2.3854438978082992) | > loss_disc_real_0: 0.19636304676532745 (0.12340785387684317) | > loss_disc_real_1: 0.2986581325531006 (0.28542166422395143) | > loss_disc_real_2: 0.2298690229654312 (0.18898647103239508) | > loss_disc_real_3: 0.26911258697509766 (0.22484756830860586) | > loss_disc_real_4: 0.2636445462703705 (0.21528183975640466) | > loss_disc_real_5: 0.28518953919410706 (0.2059432417154312) | > loss_0: 2.6556100845336914 (2.3854438978082992) | > loss_gen: 2.3308207988739014 (2.3705046878141514) | > loss_kl: 2.2592532634735107 (3.3827786024879005) | > loss_feat: 5.290197372436523 (6.544452442842371) | > loss_mel: 17.156641006469727 (17.02508404675652) | > loss_duration: 2.43928861618042 (2.4202075004577637) | > loss_1: 29.4762020111084 (31.743026957792395)  --> STEP: 18 | > loss_disc: 2.460967540740967 (2.389639655749003) | > loss_disc_real_0: 0.14312565326690674 (0.12450328717629115) | > loss_disc_real_1: 0.2478419542312622 (0.2833339025576909) | > loss_disc_real_2: 0.18947714567184448 (0.18901373073458672) | > loss_disc_real_3: 0.17187979817390442 (0.22190491441223356) | > loss_disc_real_4: 0.15277941524982452 (0.21180948283937243) | > loss_disc_real_5: 0.16035765409469604 (0.20341070906983483) | > loss_0: 2.460967540740967 (2.389639655749003) | > loss_gen: 2.1399805545806885 (2.3576977915234036) | > loss_kl: 2.5929017066955566 (3.338896552721659) | > loss_feat: 6.568148612976074 (6.5457688967386884) | > loss_mel: 16.374313354492188 (16.9889301194085) | > loss_duration: 2.300664186477661 (2.4135662052366467) | > loss_1: 29.976009368896484 (31.644859313964844)  --> STEP: 19 | > loss_disc: 2.6304783821105957 (2.402315378189087) | > loss_disc_real_0: 0.1675114929676056 (0.1267668769547814) | > loss_disc_real_1: 0.3296879231929779 (0.28577358785428497) | > loss_disc_real_2: 0.2025015652179718 (0.18972361676002802) | > loss_disc_real_3: 0.1822981834411621 (0.21982034962428243) | > loss_disc_real_4: 0.238958477973938 (0.21323837732013903) | > loss_disc_real_5: 0.22281989455223083 (0.20443224514785566) | > loss_0: 2.6304783821105957 (2.402315378189087) | > loss_gen: 2.094968795776367 (2.343869949641981) | > loss_kl: 2.3868823051452637 (3.288790539691323) | > loss_feat: 6.645503044128418 (6.551018062390779) | > loss_mel: 17.93926239013672 (17.038947607341566) | > loss_duration: 2.388115644454956 (2.4122267020376107) | > loss_1: 31.454730987548828 (31.63485255994295)  --> STEP: 20 | > loss_disc: 2.2381815910339355 (2.3941086888313294) | > loss_disc_real_0: 0.14264926314353943 (0.1275609962642193) | > loss_disc_real_1: 0.2440572828054428 (0.28368777260184286) | > loss_disc_real_2: 0.17667783796787262 (0.18907132782042027) | > loss_disc_real_3: 0.22348104417324066 (0.22000338435173034) | > loss_disc_real_4: 0.1938716024160385 (0.212270038574934) | > loss_disc_real_5: 0.1742359846830368 (0.20292243212461472) | > loss_0: 2.2381815910339355 (2.3941086888313294) | > loss_gen: 2.4805829524993896 (2.350705599784851) | > loss_kl: 2.689880609512329 (3.2588450431823732) | > loss_feat: 6.015135765075684 (6.524223947525025) | > loss_mel: 18.085474014282227 (17.091273927688597) | > loss_duration: 2.352163076400757 (2.4092235207557677) | > loss_1: 31.62323570251465 (31.634271717071535)  --> STEP: 21 | > loss_disc: 2.301941394805908 (2.389719770068214) | > loss_disc_real_0: 0.0689259022474289 (0.12476884893008641) | > loss_disc_real_1: 0.2794661521911621 (0.28348674305847715) | > loss_disc_real_2: 0.14998681843280792 (0.18721016070672444) | > loss_disc_real_3: 0.15195965766906738 (0.21676320689065115) | > loss_disc_real_4: 0.16319315135478973 (0.20993304394540332) | > loss_disc_real_5: 0.1448594629764557 (0.20015752883184523) | > loss_0: 2.301941394805908 (2.389719770068214) | > loss_gen: 2.1076486110687256 (2.3391314574650357) | > loss_kl: 2.0883567333221436 (3.2031075046176003) | > loss_feat: 6.750810146331787 (6.5350137665158226) | > loss_mel: 18.97260856628418 (17.180861291431246) | > loss_duration: 2.185905933380127 (2.3985893499283564) | > loss_1: 32.10533142089844 (31.65670313153948)  --> STEP: 22 | > loss_disc: 2.569653034210205 (2.397898554801941) | > loss_disc_real_0: 0.16669756174087524 (0.126674699512395) | > loss_disc_real_1: 0.3371151387691498 (0.2859243974089623) | > loss_disc_real_2: 0.19994519650936127 (0.18778902597048067) | > loss_disc_real_3: 0.2894022464752197 (0.22006498141722244) | > loss_disc_real_4: 0.2519286572933197 (0.2118419354612177) | > loss_disc_real_5: 0.23624782264232635 (0.20179799673232166) | > loss_0: 2.569653034210205 (2.397898554801941) | > loss_gen: 2.4298229217529297 (2.343253796750849) | > loss_kl: 2.4548678398132324 (3.1690966107628564) | > loss_feat: 7.016855716705322 (6.556915673342618) | > loss_mel: 16.556049346923828 (17.15246074849909) | > loss_duration: 2.206076145172119 (2.3898387497121636) | > loss_1: 30.663671493530273 (31.61156532981179)  --> STEP: 23 | > loss_disc: 2.5333914756774902 (2.4037895513617475) | > loss_disc_real_0: 0.19621464610099792 (0.1296981754510299) | > loss_disc_real_1: 0.2363782823085785 (0.2837702184915543) | > loss_disc_real_2: 0.2775793969631195 (0.19169295514407364) | > loss_disc_real_3: 0.21033748984336853 (0.21964204700096793) | > loss_disc_real_4: 0.1972370594739914 (0.21120694085307742) | > loss_disc_real_5: 0.25303414463996887 (0.20402565533700195) | > loss_0: 2.5333914756774902 (2.4037895513617475) | > loss_gen: 2.357238292694092 (2.3438618183135986) | > loss_kl: 2.8055992126464844 (3.1532923760621445) | > loss_feat: 7.319005966186523 (6.590050033901049) | > loss_mel: 16.51937484741211 (17.12493527453879) | > loss_duration: 2.2922348976135254 (2.3855951039687446) | > loss_1: 31.293453216552734 (31.597734368365742)  --> STEP: 24 | > loss_disc: 2.4669125080108643 (2.4064196745554605) | > loss_disc_real_0: 0.13718979060649872 (0.13001032608250776) | > loss_disc_real_1: 0.25473761558532715 (0.28256052670379483) | > loss_disc_real_2: 0.18142028152942657 (0.19126492707679668) | > loss_disc_real_3: 0.26014840602874756 (0.22132981196045876) | > loss_disc_real_4: 0.2301366776227951 (0.211995679885149) | > loss_disc_real_5: 0.2219873070716858 (0.2047740574926138) | > loss_0: 2.4669125080108643 (2.4064196745554605) | > loss_gen: 2.204127311706543 (2.3380395472049713) | > loss_kl: 2.5602638721466064 (3.128582855065664) | > loss_feat: 4.771152973175049 (6.514262656370799) | > loss_mel: 17.403663635253906 (17.136548956235252) | > loss_duration: 2.431765079498291 (2.3875188529491425) | > loss_1: 29.370973587036133 (31.504952669143677)  --> STEP: 25 | > loss_disc: 2.4689292907714844 (2.4089200592041013) | > loss_disc_real_0: 0.09060388803482056 (0.12843406856060027) | > loss_disc_real_1: 0.3134341537952423 (0.28379547178745274) | > loss_disc_real_2: 0.21228019893169403 (0.19210553795099258) | > loss_disc_real_3: 0.19912517070770264 (0.2204416263103485) | > loss_disc_real_4: 0.20341332256793976 (0.21165238559246063) | > loss_disc_real_5: 0.21879495680332184 (0.2053348934650421) | > loss_0: 2.4689292907714844 (2.4089200592041013) | > loss_gen: 2.3503358364105225 (2.3385313987731933) | > loss_kl: 4.001162528991699 (3.163486042022705) | > loss_feat: 7.428977012634277 (6.550851230621338) | > loss_mel: 15.78473949432373 (17.08247657775879) | > loss_duration: 2.4300036430358887 (2.3892182445526124) | > loss_1: 31.99521827697754 (31.52456329345703)  --> STEP: 26 | > loss_disc: 2.8472037315368652 (2.4257771235245924) | > loss_disc_real_0: 0.17038017511367798 (0.13004738035110328) | > loss_disc_real_1: 0.36338093876838684 (0.28685645128671944) | > loss_disc_real_2: 0.22793082892894745 (0.193483433757837) | > loss_disc_real_3: 0.17842090129852295 (0.21882544457912445) | > loss_disc_real_4: 0.29503828287124634 (0.21485953548779854) | > loss_disc_real_5: 0.301783949136734 (0.20904447252933794) | > loss_0: 2.8472037315368652 (2.4257771235245924) | > loss_gen: 2.2724225521087646 (2.3359887508245616) | > loss_kl: 2.6148669719696045 (3.1423853085591245) | > loss_feat: 5.591988563537598 (6.513971897271963) | > loss_mel: 18.525012969970703 (17.137958746690018) | > loss_duration: 2.3304529190063477 (2.38695803972391) | > loss_1: 31.33474349975586 (31.51726253216083) --> EVAL PERFORMANCE | > avg_loader_time: 0.0024303564658531775 (-0.0003329423757699821) | > avg_loss_disc: 2.4257771235245924 (-0.06618880308591413) | > avg_loss_disc_real_0: 0.13004738035110328 (-0.050384138352595836) | > avg_loss_disc_real_1: 0.28685645128671944 (+0.011838608636305814) | > avg_loss_disc_real_2: 0.193483433757837 (-0.06307988814436472) | > avg_loss_disc_real_3: 0.21882544457912445 (-0.04920916259288782) | > avg_loss_disc_real_4: 0.21485953548779854 (-0.02513012633873865) | > avg_loss_disc_real_5: 0.20904447252933794 (-0.033882515934797436) | > avg_loss_0: 2.4257771235245924 (-0.06618880308591413) | > avg_loss_gen: 2.3359887508245616 (-0.22761208277482226) | > avg_loss_kl: 3.1423853085591245 (-0.001806772672213075) | > avg_loss_feat: 6.513971897271963 (+0.0854252393429098) | > avg_loss_mel: 17.137958746690018 (+0.44098439583411775) | > avg_loss_duration: 2.38695803972391 (+0.010091919165391428) | > avg_loss_1: 31.51726253216083 (+0.30708239628718204)  > EPOCH: 998/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:34:16)   --> TIME: 2024-06-12 11:34:21 -- STEP: 9/330 -- GLOBAL_STEP: 417350 | > loss_disc: 2.3695106506347656 (2.267234722773234) | > loss_disc_real_0: 0.09866027534008026 (0.09337417119079167) | > loss_disc_real_1: 0.17338500916957855 (0.1867770105600357) | > loss_disc_real_2: 0.22193363308906555 (0.19933674567275578) | > loss_disc_real_3: 0.2520318329334259 (0.22081326444943747) | > loss_disc_real_4: 0.243239626288414 (0.2249819106525845) | > loss_disc_real_5: 0.229503333568573 (0.22035988006326887) | > loss_0: 2.3695106506347656 (2.267234722773234) | > grad_norm_0: tensor(6.2494, device='cuda:0') (tensor(10.0373, device='cuda:0')) | > loss_gen: 2.6935713291168213 (2.554996967315674) | > loss_kl: 1.8495328426361084 (1.9991758796903822) | > loss_feat: 7.334317207336426 (7.060026327768962) | > loss_mel: 17.67181396484375 (17.563053343031143) | > loss_duration: 2.034491539001465 (2.087859180238512) | > loss_1: 31.583724975585938 (31.265111287434895) | > grad_norm_1: tensor(56.7311, device='cuda:0') (tensor(125.7314, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3486 (0.3698339992099338) | > loader_time: 0.0034 (0.0031260384453667533)  --> TIME: 2024-06-12 11:34:30 -- STEP: 34/330 -- GLOBAL_STEP: 417375 | > loss_disc: 2.2980852127075195 (2.3170486408121445) | > loss_disc_real_0: 0.08566464483737946 (0.0996157259625547) | > loss_disc_real_1: 0.18938861787319183 (0.19670750113094554) | > loss_disc_real_2: 0.19090642035007477 (0.20417898060644374) | > loss_disc_real_3: 0.224877268075943 (0.22686825867961435) | > loss_disc_real_4: 0.2368127405643463 (0.23185500765548034) | > loss_disc_real_5: 0.23764094710350037 (0.22070293084663503) | > loss_0: 2.2980852127075195 (2.3170486408121445) | > grad_norm_0: tensor(7.4901, device='cuda:0') (tensor(9.2617, device='cuda:0')) | > loss_gen: 2.6000418663024902 (2.5196162672603832) | > loss_kl: 1.9387632608413696 (1.9479357214534985) | > loss_feat: 6.9780168533325195 (7.015541862039005) | > loss_mel: 17.400989532470703 (17.31784439086914) | > loss_duration: 2.0000722408294678 (1.9915765769341405) | > loss_1: 30.917884826660156 (30.79251491322237) | > grad_norm_1: tensor(44.3022, device='cuda:0') (tensor(112.4413, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3526 (0.3662346881978652) | > loader_time: 0.0038 (0.003382114803089815)  --> TIME: 2024-06-12 11:34:40 -- STEP: 59/330 -- GLOBAL_STEP: 417400 | > loss_disc: 2.3107118606567383 (2.3375439482220157) | > loss_disc_real_0: 0.09340782463550568 (0.10243939709360317) | > loss_disc_real_1: 0.2239285707473755 (0.19565501278739864) | > loss_disc_real_2: 0.2032914012670517 (0.2079197562347024) | > loss_disc_real_3: 0.21175570785999298 (0.2278859779491263) | > loss_disc_real_4: 0.22991621494293213 (0.23455721367213686) | > loss_disc_real_5: 0.25395721197128296 (0.22300519806853794) | > loss_0: 2.3107118606567383 (2.3375439482220157) | > grad_norm_0: tensor(19.4087, device='cuda:0') (tensor(9.4035, device='cuda:0')) | > loss_gen: 2.606351613998413 (2.5191152903993252) | > loss_kl: 1.8495055437088013 (1.941228743326866) | > loss_feat: 8.069562911987305 (7.0706208843295855) | > loss_mel: 17.19941520690918 (17.18207504789708) | > loss_duration: 1.9394724369049072 (1.9762335449962287) | > loss_1: 31.664308547973633 (30.68927354327703) | > grad_norm_1: tensor(136.2770, device='cuda:0') (tensor(104.3793, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3914 (0.3699082600868354) | > loader_time: 0.0042 (0.003549624297578456)  --> TIME: 2024-06-12 11:34:49 -- STEP: 84/330 -- GLOBAL_STEP: 417425 | > loss_disc: 2.3663086891174316 (2.337615336690631) | > loss_disc_real_0: 0.11615411192178726 (0.1048070208302566) | > loss_disc_real_1: 0.2141844481229782 (0.19513377653700964) | > loss_disc_real_2: 0.19402416050434113 (0.2080076327990918) | > loss_disc_real_3: 0.26033836603164673 (0.22721584283170246) | > loss_disc_real_4: 0.25266361236572266 (0.23316084238744916) | > loss_disc_real_5: 0.24335642158985138 (0.22319227634441285) | > loss_0: 2.3663086891174316 (2.337615336690631) | > grad_norm_0: tensor(9.0155, device='cuda:0') (tensor(10.2418, device='cuda:0')) | > loss_gen: 2.409383773803711 (2.5137380361557007) | > loss_kl: 2.083219528198242 (1.96170498359771) | > loss_feat: 6.8576202392578125 (7.060837581044152) | > loss_mel: 17.411972045898438 (17.131202720460436) | > loss_duration: 2.036673069000244 (1.9723313280514305) | > loss_1: 30.79886817932129 (30.639814717429026) | > grad_norm_1: tensor(115.0248, device='cuda:0') (tensor(120.7423, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3517 (0.3680632000877744) | > loader_time: 0.0039 (0.003666843686785017)  --> TIME: 2024-06-12 11:34:58 -- STEP: 109/330 -- GLOBAL_STEP: 417450 | > loss_disc: 2.291722536087036 (2.3431926998523407) | > loss_disc_real_0: 0.08417811244726181 (0.10598048793339948) | > loss_disc_real_1: 0.14266252517700195 (0.19409032138662602) | > loss_disc_real_2: 0.194631427526474 (0.20851177400952087) | > loss_disc_real_3: 0.20272639393806458 (0.22866036380649707) | > loss_disc_real_4: 0.20534037053585052 (0.23311181298089684) | > loss_disc_real_5: 0.19154173135757446 (0.22345008325139318) | > loss_0: 2.291722536087036 (2.3431926998523407) | > grad_norm_0: tensor(8.9644, device='cuda:0') (tensor(10.1134, device='cuda:0')) | > loss_gen: 2.3470630645751953 (2.502432118862047) | > loss_kl: 1.9969136714935303 (1.9672337693905613) | > loss_feat: 7.595737457275391 (7.05066355871498) | > loss_mel: 17.808515548706055 (17.099136562522396) | > loss_duration: 1.9386627674102783 (1.9757322816673766) | > loss_1: 31.686893463134766 (30.595198307562313) | > grad_norm_1: tensor(145.0556, device='cuda:0') (tensor(119.2978, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3607 (0.36665233997029995) | > loader_time: 0.005 (0.0037453349577177557)  --> TIME: 2024-06-12 11:35:08 -- STEP: 134/330 -- GLOBAL_STEP: 417475 | > loss_disc: 2.404034376144409 (2.3441492674955695) | > loss_disc_real_0: 0.12740784883499146 (0.10689331001755017) | > loss_disc_real_1: 0.18784277141094208 (0.19403790159901577) | > loss_disc_real_2: 0.20224709808826447 (0.2078392474508997) | > loss_disc_real_3: 0.24819187819957733 (0.2293371366920756) | > loss_disc_real_4: 0.240360826253891 (0.23253715772237352) | > loss_disc_real_5: 0.23147627711296082 (0.22301833187021428) | > loss_0: 2.404034376144409 (2.3441492674955695) | > grad_norm_0: tensor(13.8946, device='cuda:0') (tensor(10.3383, device='cuda:0')) | > loss_gen: 2.571537494659424 (2.499865355776317) | > loss_kl: 2.1167378425598145 (1.980002983292537) | > loss_feat: 6.857021808624268 (7.036162682433627) | > loss_mel: 17.27964210510254 (17.09854283973353) | > loss_duration: 2.0040173530578613 (1.9812636250880227) | > loss_1: 30.828956604003906 (30.595837493441) | > grad_norm_1: tensor(123.7863, device='cuda:0') (tensor(125.2094, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3739 (0.3671710686897164) | > loader_time: 0.0039 (0.0038014169949204175)  --> TIME: 2024-06-12 11:35:17 -- STEP: 159/330 -- GLOBAL_STEP: 417500 | > loss_disc: 2.335850477218628 (2.3514131270114733) | > loss_disc_real_0: 0.13613945245742798 (0.10966803372468588) | > loss_disc_real_1: 0.19038653373718262 (0.19431869507585678) | > loss_disc_real_2: 0.23771259188652039 (0.2089311010995001) | > loss_disc_real_3: 0.18853916227817535 (0.2289827640326518) | > loss_disc_real_4: 0.21247977018356323 (0.232598936220385) | > loss_disc_real_5: 0.19899018108844757 (0.2228850434598683) | > loss_0: 2.335850477218628 (2.3514131270114733) | > grad_norm_0: tensor(13.1057, device='cuda:0') (tensor(10.5161, device='cuda:0')) | > loss_gen: 2.4632980823516846 (2.490043416713019) | > loss_kl: 2.151418685913086 (1.9937763259095966) | > loss_feat: 7.116188049316406 (6.989527039557883) | > loss_mel: 16.6373233795166 (17.086005708706463) | > loss_duration: 2.0112318992614746 (1.9860566569574225) | > loss_1: 30.37946128845215 (30.545409112606407) | > grad_norm_1: tensor(306.1923, device='cuda:0') (tensor(130.6928, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3765 (0.3694230625464483) | > loader_time: 0.0043 (0.0038767340798048105) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_417500.pth  --> TIME: 2024-06-12 11:35:32 -- STEP: 184/330 -- GLOBAL_STEP: 417525 | > loss_disc: 2.3561606407165527 (2.3561030185740943) | > loss_disc_real_0: 0.1933196485042572 (0.11145082136373156) | > loss_disc_real_1: 0.22618664801120758 (0.19534376466079897) | > loss_disc_real_2: 0.18775653839111328 (0.20909771906292957) | > loss_disc_real_3: 0.23073473572731018 (0.22893140853747077) | > loss_disc_real_4: 0.22772809863090515 (0.23285712803835454) | > loss_disc_real_5: 0.2329847663640976 (0.22316896534808303) | > loss_0: 2.3561606407165527 (2.3561030185740943) | > grad_norm_0: tensor(22.6712, device='cuda:0') (tensor(11.2092, device='cuda:0')) | > loss_gen: 2.4722280502319336 (2.486525334741759) | > loss_kl: 1.9273552894592285 (2.001440726544547) | > loss_feat: 7.659764289855957 (6.959252551845882) | > loss_mel: 16.845746994018555 (17.05003182784371) | > loss_duration: 2.0302376747131348 (1.9934066385030746) | > loss_1: 30.935331344604492 (30.490657060042672) | > grad_norm_1: tensor(386.7561, device='cuda:0') (tensor(142.6205, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.3916 (0.37293050340984196) | > loader_time: 0.0046 (0.003975067449652631)  --> TIME: 2024-06-12 11:35:42 -- STEP: 209/330 -- GLOBAL_STEP: 417550 | > loss_disc: 2.3853297233581543 (2.359936055954566) | > loss_disc_real_0: 0.11110639572143555 (0.11287791276591246) | > loss_disc_real_1: 0.18237829208374023 (0.19584523989823446) | > loss_disc_real_2: 0.17394568026065826 (0.20901953411159332) | > loss_disc_real_3: 0.23582224547863007 (0.22894605017449868) | > loss_disc_real_4: 0.24822494387626648 (0.232743149382646) | > loss_disc_real_5: 0.1857263445854187 (0.222675998459022) | > loss_0: 2.3853297233581543 (2.359936055954566) | > grad_norm_0: tensor(17.7482, device='cuda:0') (tensor(12.7930, device='cuda:0')) | > loss_gen: 2.7181365489959717 (2.483136786228161) | > loss_kl: 2.151405096054077 (2.0072823306590166) | > loss_feat: 7.115630149841309 (6.956951871443023) | > loss_mel: 16.649639129638672 (17.00695183402615) | > loss_duration: 2.092449188232422 (2.001885671364634) | > loss_1: 30.72726058959961 (30.456208498284006) | > grad_norm_1: tensor(556.9305, device='cuda:0') (tensor(164.6833, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.4103 (0.37566446345388615) | > loader_time: 0.005 (0.00407882854698948)  --> TIME: 2024-06-12 11:35:53 -- STEP: 234/330 -- GLOBAL_STEP: 417575 | > loss_disc: 2.416867256164551 (2.364811054661745) | > loss_disc_real_0: 0.0906563252210617 (0.11417032464638226) | > loss_disc_real_1: 0.19990170001983643 (0.19661556031459418) | > loss_disc_real_2: 0.2001936435699463 (0.2097309748841147) | > loss_disc_real_3: 0.2322969138622284 (0.22962344208588967) | > loss_disc_real_4: 0.3073769807815552 (0.23311962422906843) | > loss_disc_real_5: 0.30823466181755066 (0.22269522118517476) | > loss_0: 2.416867256164551 (2.364811054661745) | > grad_norm_0: tensor(49.0341, device='cuda:0') (tensor(14.8522, device='cuda:0')) | > loss_gen: 2.425262689590454 (2.4874228035282875) | > loss_kl: 2.053083896636963 (2.013594195883497) | > loss_feat: 5.987164497375488 (6.955673009921343) | > loss_mel: 15.93652057647705 (16.97046840292776) | > loss_duration: 2.0859427452087402 (2.0109462824642157) | > loss_1: 28.487974166870117 (30.4381046947251) | > grad_norm_1: tensor(364.0022, device='cuda:0') (tensor(186.8945, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.4185 (0.3795563094636315) | > loader_time: 0.0054 (0.004217444322048092)  --> TIME: 2024-06-12 11:36:04 -- STEP: 259/330 -- GLOBAL_STEP: 417600 | > loss_disc: 2.410449981689453 (2.3636466784827057) | > loss_disc_real_0: 0.16147857904434204 (0.1149383986289667) | > loss_disc_real_1: 0.18686355650424957 (0.19664181515747056) | > loss_disc_real_2: 0.22305889427661896 (0.2099757020192717) | > loss_disc_real_3: 0.24822942912578583 (0.22939220893567133) | > loss_disc_real_4: 0.26014241576194763 (0.23238530076148428) | > loss_disc_real_5: 0.28756430745124817 (0.2217680622021664) | > loss_0: 2.410449981689453 (2.3636466784827057) | > grad_norm_0: tensor(31.1618, device='cuda:0') (tensor(16.0508, device='cuda:0')) | > loss_gen: 2.6612143516540527 (2.490446538078278) | > loss_kl: 2.1078882217407227 (2.0183770974170288) | > loss_feat: 7.556548595428467 (6.961875125708267) | > loss_mel: 17.07868003845215 (16.93443918044043) | > loss_duration: 2.136683464050293 (2.019098554798996) | > loss_1: 31.541015625 (30.424236489078712) | > grad_norm_1: tensor(148.3595, device='cuda:0') (tensor(207.0505, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.4422 (0.38427988718835554) | > loader_time: 0.0052 (0.004350874875042892)  --> TIME: 2024-06-12 11:36:15 -- STEP: 284/330 -- GLOBAL_STEP: 417625 | > loss_disc: 2.342350721359253 (2.3672844112758917) | > loss_disc_real_0: 0.08735516667366028 (0.11569844649343843) | > loss_disc_real_1: 0.18230174481868744 (0.19674132701376792) | > loss_disc_real_2: 0.25620585680007935 (0.2103927312812335) | > loss_disc_real_3: 0.2411826103925705 (0.22958044345739861) | > loss_disc_real_4: 0.23896338045597076 (0.2329640764165932) | > loss_disc_real_5: 0.23373010754585266 (0.22225433446361983) | > loss_0: 2.342350721359253 (2.3672844112758917) | > grad_norm_0: tensor(28.0661, device='cuda:0') (tensor(17.6085, device='cuda:0')) | > loss_gen: 2.7459754943847656 (2.489429985133694) | > loss_kl: 2.084160089492798 (2.026471752935732) | > loss_feat: 7.192922115325928 (6.967615181291606) | > loss_mel: 15.826623916625977 (16.886150779858454) | > loss_duration: 2.1468663215637207 (2.02897722746285) | > loss_1: 29.99654769897461 (30.398644930879836) | > grad_norm_1: tensor(666.3126, device='cuda:0') (tensor(233.1029, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.4506 (0.39010859291318445) | > loader_time: 0.0061 (0.004495770998404062)  --> TIME: 2024-06-12 11:36:28 -- STEP: 309/330 -- GLOBAL_STEP: 417650 | > loss_disc: 2.5767593383789062 (2.3741053176929277) | > loss_disc_real_0: 0.20212721824645996 (0.11852876117459007) | > loss_disc_real_1: 0.3000144958496094 (0.19825412868296055) | > loss_disc_real_2: 0.20971550047397614 (0.21045672686161732) | > loss_disc_real_3: 0.23315709829330444 (0.22977665196923377) | > loss_disc_real_4: 0.25794845819473267 (0.23299878888724304) | > loss_disc_real_5: 0.23466698825359344 (0.2214930713851861) | > loss_0: 2.5767593383789062 (2.3741053176929277) | > grad_norm_0: tensor(36.1360, device='cuda:0') (tensor(19.1904, device='cuda:0')) | > loss_gen: 2.3905696868896484 (2.4869403723374157) | > loss_kl: 2.057650327682495 (2.03185251036894) | > loss_feat: 6.277151107788086 (6.974048622217765) | > loss_mel: 16.249114990234375 (16.836144172643788) | > loss_duration: 2.2188079357147217 (2.041071436937573) | > loss_1: 29.19329261779785 (30.37005712144969) | > grad_norm_1: tensor(99.6593, device='cuda:0') (tensor(253.7513, device='cuda:0')) | > current_lr_0: 0.00017654213428106895 | > current_lr_1: 0.00017654213428106895 | > step_time: 0.4969 (0.3973119166290875) | > loader_time: 0.0078 (0.004720042052778229)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.63730525970459 (2.63730525970459) | > loss_disc_real_0: 0.24938252568244934 (0.24938252568244934) | > loss_disc_real_1: 0.29260724782943726 (0.29260724782943726) | > loss_disc_real_2: 0.2439296841621399 (0.2439296841621399) | > loss_disc_real_3: 0.2278624325990677 (0.2278624325990677) | > loss_disc_real_4: 0.29834240674972534 (0.29834240674972534) | > loss_disc_real_5: 0.29345276951789856 (0.29345276951789856) | > loss_0: 2.63730525970459 (2.63730525970459) | > loss_gen: 2.5011463165283203 (2.5011463165283203) | > loss_kl: 3.269296407699585 (3.269296407699585) | > loss_feat: 5.691952705383301 (5.691952705383301) | > loss_mel: 16.16985321044922 (16.16985321044922) | > loss_duration: 2.9501028060913086 (2.9501028060913086) | > loss_1: 30.582351684570312 (30.582351684570312)  --> STEP: 1 | > loss_disc: 2.2031333446502686 (2.2031333446502686) | > loss_disc_real_0: 0.08132274448871613 (0.08132274448871613) | > loss_disc_real_1: 0.22089752554893494 (0.22089752554893494) | > loss_disc_real_2: 0.1947457641363144 (0.1947457641363144) | > loss_disc_real_3: 0.22185029089450836 (0.22185029089450836) | > loss_disc_real_4: 0.23406970500946045 (0.23406970500946045) | > loss_disc_real_5: 0.1634352207183838 (0.1634352207183838) | > loss_0: 2.2031333446502686 (2.2031333446502686) | > loss_gen: 2.259859085083008 (2.259859085083008) | > loss_kl: 2.6026957035064697 (2.6026957035064697) | > loss_feat: 5.070389747619629 (5.070389747619629) | > loss_mel: 17.065622329711914 (17.065622329711914) | > loss_duration: 2.553321123123169 (2.553321123123169) | > loss_1: 29.551889419555664 (29.551889419555664)  --> STEP: 2 | > loss_disc: 2.4154791831970215 (2.309306263923645) | > loss_disc_real_0: 0.11564812064170837 (0.09848543256521225) | > loss_disc_real_1: 0.1927201747894287 (0.20680885016918182) | > loss_disc_real_2: 0.1950971484184265 (0.19492145627737045) | > loss_disc_real_3: 0.21521325409412384 (0.2185317724943161) | > loss_disc_real_4: 0.2671160399913788 (0.2505928725004196) | > loss_disc_real_5: 0.23828768730163574 (0.20086145401000977) | > loss_0: 2.4154791831970215 (2.309306263923645) | > loss_gen: 2.3411829471588135 (2.3005210161209106) | > loss_kl: 3.0834898948669434 (2.8430927991867065) | > loss_feat: 5.488565921783447 (5.279477834701538) | > loss_mel: 17.55055046081543 (17.308086395263672) | > loss_duration: 2.5060856342315674 (2.529703378677368) | > loss_1: 30.96987533569336 (30.26088237762451)  --> STEP: 3 | > loss_disc: 2.16652774810791 (2.2617134253184) | > loss_disc_real_0: 0.1320827156305313 (0.1096845269203186) | > loss_disc_real_1: 0.20901334285736084 (0.2075436810652415) | > loss_disc_real_2: 0.16589964926242828 (0.18524752060572305) | > loss_disc_real_3: 0.19705402851104736 (0.2113725244998932) | > loss_disc_real_4: 0.2060874104499817 (0.23575771848360697) | > loss_disc_real_5: 0.21869106590747833 (0.2068046579758326) | > loss_0: 2.16652774810791 (2.2617134253184) | > loss_gen: 2.6069068908691406 (2.4026496410369873) | > loss_kl: 3.5180935859680176 (3.0680930614471436) | > loss_feat: 7.134329795837402 (5.897761821746826) | > loss_mel: 16.781644821166992 (17.132605870564777) | > loss_duration: 2.340721368789673 (2.4667093753814697) | > loss_1: 32.38169860839844 (30.96782112121582)  --> STEP: 4 | > loss_disc: 2.5353991985321045 (2.330134868621826) | > loss_disc_real_0: 0.20678353309631348 (0.13395927846431732) | > loss_disc_real_1: 0.2549043297767639 (0.2193838432431221) | > loss_disc_real_2: 0.2801297605037689 (0.20896808058023453) | > loss_disc_real_3: 0.29681509733200073 (0.23273316770792007) | > loss_disc_real_4: 0.27464041113853455 (0.24547839164733887) | > loss_disc_real_5: 0.27521076798439026 (0.22390618547797203) | > loss_0: 2.5353991985321045 (2.330134868621826) | > loss_gen: 2.6153790950775146 (2.455832004547119) | > loss_kl: 3.7650911808013916 (3.2423425912857056) | > loss_feat: 5.806270122528076 (5.874888896942139) | > loss_mel: 17.95008087158203 (17.336974620819092) | > loss_duration: 2.4310190677642822 (2.457786798477173) | > loss_1: 32.567840576171875 (31.367825984954834)  --> STEP: 5 | > loss_disc: 2.3078935146331787 (2.3256865978240966) | > loss_disc_real_0: 0.16279277205467224 (0.1397259771823883) | > loss_disc_real_1: 0.13090692460536957 (0.2016884595155716) | > loss_disc_real_2: 0.17535890638828278 (0.2022462457418442) | > loss_disc_real_3: 0.21430344879627228 (0.22904722392559052) | > loss_disc_real_4: 0.22584767639636993 (0.24155224859714508) | > loss_disc_real_5: 0.27725479006767273 (0.23457590639591216) | > loss_0: 2.3078935146331787 (2.3256865978240966) | > loss_gen: 2.295621871948242 (2.4237899780273438) | > loss_kl: 3.8458900451660156 (3.3630520820617678) | > loss_feat: 5.707024574279785 (5.841316032409668) | > loss_mel: 17.62373161315918 (17.39432601928711) | > loss_duration: 2.476747989654541 (2.4615790367126467) | > loss_1: 31.949016571044922 (31.48406410217285)  --> STEP: 6 | > loss_disc: 2.46766996383667 (2.3493504921595254) | > loss_disc_real_0: 0.16424565017223358 (0.14381258934736252) | > loss_disc_real_1: 0.18121792376041412 (0.1982767035563787) | > loss_disc_real_2: 0.16734744608402252 (0.19642977913220724) | > loss_disc_real_3: 0.20804686844348907 (0.2255471646785736) | > loss_disc_real_4: 0.2363450974225998 (0.2406843900680542) | > loss_disc_real_5: 0.1928270310163498 (0.22761776049931845) | > loss_0: 2.46766996383667 (2.3493504921595254) | > loss_gen: 2.06601619720459 (2.3641610145568848) | > loss_kl: 3.2519359588623047 (3.3445327281951904) | > loss_feat: 6.0753912925720215 (5.8803285757700605) | > loss_mel: 16.07590103149414 (17.174588521321613) | > loss_duration: 2.233043670654297 (2.423489809036255) | > loss_1: 29.702289581298828 (31.18710168202718)  --> STEP: 7 | > loss_disc: 2.249619960784912 (2.3351032733917236) | > loss_disc_real_0: 0.055698346346616745 (0.13122484034725598) | > loss_disc_real_1: 0.1652308851480484 (0.19355587235518865) | > loss_disc_real_2: 0.28799429535865784 (0.20951042430741446) | > loss_disc_real_3: 0.23808111250400543 (0.2273377286536353) | > loss_disc_real_4: 0.2254461795091629 (0.23850750284535543) | > loss_disc_real_5: 0.22150611877441406 (0.2267446688243321) | > loss_0: 2.249619960784912 (2.3351032733917236) | > loss_gen: 2.5508711338043213 (2.39083388873509) | > loss_kl: 4.51244592666626 (3.5113774708339145) | > loss_feat: 6.962840557098389 (6.03497314453125) | > loss_mel: 18.74921989440918 (17.399535860334122) | > loss_duration: 2.508758783340454 (2.435671091079712) | > loss_1: 35.28413772583008 (31.772392545427596)  --> STEP: 8 | > loss_disc: 2.2041826248168945 (2.31873819231987) | > loss_disc_real_0: 0.16510063409805298 (0.1354593145661056) | > loss_disc_real_1: 0.19110986590385437 (0.19325012154877186) | > loss_disc_real_2: 0.20904158055782318 (0.20945181883871555) | > loss_disc_real_3: 0.21328654885292053 (0.22558133117854595) | > loss_disc_real_4: 0.19468657672405243 (0.23302988708019257) | > loss_disc_real_5: 0.23412950336933136 (0.227667773142457) | > loss_0: 2.2041826248168945 (2.31873819231987) | > loss_gen: 2.625844955444336 (2.4202102720737457) | > loss_kl: 3.4966394901275635 (3.5095352232456207) | > loss_feat: 8.496429443359375 (6.342655181884766) | > loss_mel: 17.150346755981445 (17.36838722229004) | > loss_duration: 2.2638111114501953 (2.4141885936260223) | > loss_1: 34.03307342529297 (32.05497765541077)  --> STEP: 9 | > loss_disc: 2.4637532234191895 (2.3348509735531278) | > loss_disc_real_0: 0.2331046462059021 (0.14630879585941634) | > loss_disc_real_1: 0.21645841002464294 (0.19582882026831308) | > loss_disc_real_2: 0.23329219222068787 (0.21210074921449026) | > loss_disc_real_3: 0.2035948485136032 (0.22313838866021898) | > loss_disc_real_4: 0.25255081057548523 (0.23519887857966953) | > loss_disc_real_5: 0.23884353041648865 (0.22890952395068276) | > loss_0: 2.4637532234191895 (2.3348509735531278) | > loss_gen: 2.34940767288208 (2.412343316608005) | > loss_kl: 3.1093227863311768 (3.4650671746995716) | > loss_feat: 6.814253807067871 (6.395055029127333) | > loss_mel: 19.409687042236328 (17.595198313395183) | > loss_duration: 2.210737466812134 (2.3915829128689237) | > loss_1: 33.893409729003906 (32.259247885810005)  --> STEP: 10 | > loss_disc: 2.445049285888672 (2.3458708047866823) | > loss_disc_real_0: 0.19604599475860596 (0.1512825157493353) | > loss_disc_real_1: 0.27226513624191284 (0.20347245186567306) | > loss_disc_real_2: 0.2772224247455597 (0.2186129167675972) | > loss_disc_real_3: 0.2482127696275711 (0.2256458267569542) | > loss_disc_real_4: 0.2365977019071579 (0.23533876091241837) | > loss_disc_real_5: 0.22552812099456787 (0.22857138365507126) | > loss_0: 2.445049285888672 (2.3458708047866823) | > loss_gen: 2.637300491333008 (2.4348390340805053) | > loss_kl: 3.210242986679077 (3.439584755897522) | > loss_feat: 7.277066230773926 (6.483256149291992) | > loss_mel: 17.113130569458008 (17.546991539001464) | > loss_duration: 2.43687105178833 (2.3961117267608643) | > loss_1: 32.67461395263672 (32.300784492492674)  --> STEP: 11 | > loss_disc: 2.6228466033935547 (2.3710504228418525) | > loss_disc_real_0: 0.2067095935344696 (0.1563213410025293) | > loss_disc_real_1: 0.19067642092704773 (0.20230917632579803) | > loss_disc_real_2: 0.2594519257545471 (0.222325553948229) | > loss_disc_real_3: 0.23197312653064728 (0.22622103582728992) | > loss_disc_real_4: 0.26984187960624695 (0.23847540806640277) | > loss_disc_real_5: 0.3150947690010071 (0.23643714595924725) | > loss_0: 2.6228466033935547 (2.3710504228418525) | > loss_gen: 2.3214728832244873 (2.424533020366322) | > loss_kl: 4.0370917320251465 (3.493903571909124) | > loss_feat: 6.308348655700684 (6.467355468056419) | > loss_mel: 15.799517631530762 (17.388130274685945) | > loss_duration: 2.550086736679077 (2.410109454935247) | > loss_1: 31.016517639160156 (32.18403296037154)  --> STEP: 12 | > loss_disc: 2.4708340167999268 (2.3793657223383584) | > loss_disc_real_0: 0.1893443614244461 (0.15907325937102237) | > loss_disc_real_1: 0.21022024750709534 (0.2029684322575728) | > loss_disc_real_2: 0.26708853244781494 (0.22605580215652785) | > loss_disc_real_3: 0.23429355025291443 (0.22689374536275864) | > loss_disc_real_4: 0.2103804647922516 (0.23613416279355684) | > loss_disc_real_5: 0.15887373685836792 (0.22997352853417397) | > loss_0: 2.4708340167999268 (2.3793657223383584) | > loss_gen: 2.2571308612823486 (2.4105828404426575) | > loss_kl: 3.047443389892578 (3.456698556741079) | > loss_feat: 6.6079630851745605 (6.47907276948293) | > loss_mel: 17.917390823364258 (17.432235320409138) | > loss_duration: 2.2946200370788574 (2.400485336780548) | > loss_1: 32.124549865722656 (32.17907603581747)  --> STEP: 13 | > loss_disc: 2.2103793621063232 (2.366366771551279) | > loss_disc_real_0: 0.15665525197982788 (0.15888725880246896) | > loss_disc_real_1: 0.23275645077228546 (0.20525981829716608) | > loss_disc_real_2: 0.2568327486515045 (0.22842325957921836) | > loss_disc_real_3: 0.25416868925094604 (0.2289918179695423) | > loss_disc_real_4: 0.21401791274547577 (0.2344329127898583) | > loss_disc_real_5: 0.17218796908855438 (0.22552848549989554) | > loss_0: 2.2103793621063232 (2.366366771551279) | > loss_gen: 2.8029239177703857 (2.440762923314021) | > loss_kl: 3.5352859497070312 (3.462743740815383) | > loss_feat: 7.891571998596191 (6.587726556337797) | > loss_mel: 15.974774360656738 (17.320122938889725) | > loss_duration: 2.208070993423462 (2.385684233445388) | > loss_1: 32.412628173828125 (32.19704158489521)  --> STEP: 14 | > loss_disc: 2.428769111633301 (2.3708240815571378) | > loss_disc_real_0: 0.2647930383682251 (0.16645195734288012) | > loss_disc_real_1: 0.19783243536949158 (0.20472929094518935) | > loss_disc_real_2: 0.26441648602485657 (0.23099420432533538) | > loss_disc_real_3: 0.2247973084449768 (0.22869221014635904) | > loss_disc_real_4: 0.28326675295829773 (0.23792104423046112) | > loss_disc_real_5: 0.27157342433929443 (0.22881740970270975) | > loss_0: 2.428769111633301 (2.3708240815571378) | > loss_gen: 2.823481559753418 (2.468099968773978) | > loss_kl: 4.040413856506348 (3.504005891936166) | > loss_feat: 6.948688983917236 (6.613509586879185) | > loss_mel: 18.468074798583984 (17.402119500296457) | > loss_duration: 2.4361138343811035 (2.3892863477979387) | > loss_1: 34.716773986816406 (32.377022470746724)  --> STEP: 15 | > loss_disc: 2.7011232376098633 (2.392844025293986) | > loss_disc_real_0: 0.32332444190979004 (0.1769101229806741) | > loss_disc_real_1: 0.16081614792346954 (0.20180174807707468) | > loss_disc_real_2: 0.24965694546699524 (0.2322383870681127) | > loss_disc_real_3: 0.2347339242696762 (0.2290949910879135) | > loss_disc_real_4: 0.3225516378879547 (0.24356308380762737) | > loss_disc_real_5: 0.2173876315355301 (0.22805542449156443) | > loss_0: 2.7011232376098633 (2.392844025293986) | > loss_gen: 2.290097236633301 (2.4562331199645997) | > loss_kl: 3.4796249866485596 (3.5023804982503255) | > loss_feat: 5.55543851852417 (6.542971515655518) | > loss_mel: 16.30730438232422 (17.329131825764975) | > loss_duration: 2.4505913257598877 (2.3933733463287354) | > loss_1: 30.083057403564453 (32.2240914662679)  --> STEP: 16 | > loss_disc: 2.5603151321411133 (2.4033109694719315) | > loss_disc_real_0: 0.1586986929178238 (0.17577190860174596) | > loss_disc_real_1: 0.25352051854133606 (0.20503417123109102) | > loss_disc_real_2: 0.28795042634010315 (0.2357203895226121) | > loss_disc_real_3: 0.2625086307525635 (0.23118334356695414) | > loss_disc_real_4: 0.28608834743499756 (0.246220912784338) | > loss_disc_real_5: 0.2812991738319397 (0.2313831588253379) | > loss_0: 2.5603151321411133 (2.4033109694719315) | > loss_gen: 2.427367925643921 (2.454429045319557) | > loss_kl: 3.290194272994995 (3.4891188591718674) | > loss_feat: 6.51854133605957 (6.541444629430771) | > loss_mel: 15.892316818237305 (17.239330887794495) | > loss_duration: 2.3887600898742676 (2.393085017800331) | > loss_1: 30.517181396484375 (32.11740958690643)  --> STEP: 17 | > loss_disc: 2.5945792198181152 (2.414562043021707) | > loss_disc_real_0: 0.07687577605247498 (0.16995448904002414) | > loss_disc_real_1: 0.26435229182243347 (0.20852347244234645) | > loss_disc_real_2: 0.2961464524269104 (0.23927486381110022) | > loss_disc_real_3: 0.2466420978307724 (0.2320926820530611) | > loss_disc_real_4: 0.2624570429325104 (0.24717597926364226) | > loss_disc_real_5: 0.33947497606277466 (0.23774150101577535) | > loss_0: 2.5945792198181152 (2.414562043021707) | > loss_gen: 2.3966827392578125 (2.4510322037865135) | > loss_kl: 2.9813380241394043 (3.459249398287605) | > loss_feat: 5.615213394165039 (6.486960439121022) | > loss_mel: 16.826065063476562 (17.21502113342285) | > loss_duration: 2.447631359100342 (2.3962936261120964) | > loss_1: 30.266931533813477 (32.00855793672449)  --> STEP: 18 | > loss_disc: 2.2605245113372803 (2.406004402372572) | > loss_disc_real_0: 0.08252782374620438 (0.16509745207925638) | > loss_disc_real_1: 0.19516582787036896 (0.2077813810772366) | > loss_disc_real_2: 0.13486260175704956 (0.23347418258587518) | > loss_disc_real_3: 0.16968856751918793 (0.22862578680117926) | > loss_disc_real_4: 0.24336858093738556 (0.24696445713440576) | > loss_disc_real_5: 0.24081817269325256 (0.23791242722007963) | > loss_0: 2.2605245113372803 (2.406004402372572) | > loss_gen: 2.2775440216064453 (2.4413939714431763) | > loss_kl: 3.224202871322632 (3.446191257900662) | > loss_feat: 7.688633441925049 (6.553720050387913) | > loss_mel: 19.844987869262695 (17.361130396525066) | > loss_duration: 2.245830774307251 (2.387934578789605) | > loss_1: 35.28120040893555 (32.190371407402885)  --> STEP: 19 | > loss_disc: 2.601015567779541 (2.416268147920307) | > loss_disc_real_0: 0.32111161947250366 (0.17330872404732203) | > loss_disc_real_1: 0.21683984994888306 (0.20825814259679695) | > loss_disc_real_2: 0.2423519492149353 (0.2339414334610889) | > loss_disc_real_3: 0.25905752182006836 (0.23022745706533132) | > loss_disc_real_4: 0.2733263373374939 (0.24835192451351568) | > loss_disc_real_5: 0.3049403727054596 (0.2414402138245733) | > loss_0: 2.601015567779541 (2.416268147920307) | > loss_gen: 2.7799911499023438 (2.459214875572606) | > loss_kl: 2.5778825283050537 (3.4004907984482613) | > loss_feat: 5.858697891235352 (6.517139936748304) | > loss_mel: 17.127849578857422 (17.348852458753083) | > loss_duration: 2.3689732551574707 (2.386936614387914) | > loss_1: 30.713394165039062 (32.11263576306795)  --> STEP: 20 | > loss_disc: 2.612208843231201 (2.426065182685852) | > loss_disc_real_0: 0.1673983782529831 (0.17301320675760506) | > loss_disc_real_1: 0.2412603497505188 (0.20990825295448304) | > loss_disc_real_2: 0.25034937262535095 (0.234761830419302) | > loss_disc_real_3: 0.22560378909111023 (0.22999627366662026) | > loss_disc_real_4: 0.24913643300533295 (0.24839114993810654) | > loss_disc_real_5: 0.2505541741847992 (0.2418959118425846) | > loss_0: 2.612208843231201 (2.426065182685852) | > loss_gen: 2.188106060028076 (2.4456594347953797) | > loss_kl: 2.2192325592041016 (3.3414278864860534) | > loss_feat: 5.282557964324951 (6.455410838127136) | > loss_mel: 15.331522941589355 (17.247985982894896) | > loss_duration: 2.331571578979492 (2.3841683626174928) | > loss_1: 27.352991104125977 (31.87465353012085)  --> STEP: 21 | > loss_disc: 2.3832156658172607 (2.4240247295016335) | > loss_disc_real_0: 0.09684591740369797 (0.1693861929788476) | > loss_disc_real_1: 0.16998398303985596 (0.2080070972442627) | > loss_disc_real_2: 0.23970313370227814 (0.23499713057563418) | > loss_disc_real_3: 0.20016580820083618 (0.22857577531110673) | > loss_disc_real_4: 0.21673578023910522 (0.24688375138101123) | > loss_disc_real_5: 0.17061805725097656 (0.2385017282906033) | > loss_0: 2.3832156658172607 (2.4240247295016335) | > loss_gen: 2.125328540802002 (2.4304055827004567) | > loss_kl: 2.63102388381958 (3.307599124454317) | > loss_feat: 5.386554718017578 (6.404512927645729) | > loss_mel: 14.101968765258789 (17.09817563919794) | > loss_duration: 2.2116153240203857 (2.3759515512557257) | > loss_1: 26.45648956298828 (31.616645722162154)  --> STEP: 22 | > loss_disc: 2.4689743518829346 (2.426067894155329) | > loss_disc_real_0: 0.2130585014820099 (0.17137129791080952) | > loss_disc_real_1: 0.26937776803970337 (0.21079667318951) | > loss_disc_real_2: 0.20270320773124695 (0.2335292249917984) | > loss_disc_real_3: 0.2546350359916687 (0.22976028716022318) | > loss_disc_real_4: 0.2475026547908783 (0.246911883354187) | > loss_disc_real_5: 0.2589206397533417 (0.23942986062981866) | > loss_0: 2.4689743518829346 (2.426067894155329) | > loss_gen: 2.4262969493865967 (2.430218826640736) | > loss_kl: 2.2752699851989746 (3.260675072669983) | > loss_feat: 5.3316874504089355 (6.355748133225874) | > loss_mel: 17.441282272338867 (17.1137713952498) | > loss_duration: 2.180738925933838 (2.367078250104731) | > loss_1: 29.655275344848633 (31.52749252319336)  --> STEP: 23 | > loss_disc: 2.441737174987793 (2.4267491672350014) | > loss_disc_real_0: 0.1775866150856018 (0.17164152909232222) | > loss_disc_real_1: 0.2630559206008911 (0.21306881438130917) | > loss_disc_real_2: 0.20829874277114868 (0.23243224750394406) | > loss_disc_real_3: 0.2693794071674347 (0.23148285759531934) | > loss_disc_real_4: 0.231960728764534 (0.24626183315463687) | > loss_disc_real_5: 0.24421387910842896 (0.23963786143323648) | > loss_0: 2.441737174987793 (2.4267491672350014) | > loss_gen: 2.566220283508301 (2.436131933461065) | > loss_kl: 2.5134308338165283 (3.2281861927198325) | > loss_feat: 5.765076637268066 (6.330066763836404) | > loss_mel: 16.27082061767578 (17.077121361442234) | > loss_duration: 2.3254523277282715 (2.365268427392711) | > loss_1: 29.44099998474121 (31.436775456304137)  --> STEP: 24 | > loss_disc: 2.407411575317383 (2.4259434342384343) | > loss_disc_real_0: 0.2413208931684494 (0.17454483592882752) | > loss_disc_real_1: 0.17628517746925354 (0.21153616284330687) | > loss_disc_real_2: 0.19866551458835602 (0.2310253002991279) | > loss_disc_real_3: 0.27437227964401245 (0.2332699168473482) | > loss_disc_real_4: 0.22332052886486053 (0.2453059454758962) | > loss_disc_real_5: 0.15550795197486877 (0.23613244853913784) | > loss_0: 2.407411575317383 (2.4259434342384343) | > loss_gen: 2.2214086055755615 (2.427185128132502) | > loss_kl: 2.302072763442993 (3.189598133166631) | > loss_feat: 5.872325897216797 (6.310994227727254) | > loss_mel: 16.257568359375 (17.042973319689434) | > loss_duration: 2.402235984802246 (2.366808742284775) | > loss_1: 29.05561065673828 (31.337560256322224)  --> STEP: 25 | > loss_disc: 2.40810489654541 (2.4252298927307137) | > loss_disc_real_0: 0.05659989267587662 (0.16982703819870948) | > loss_disc_real_1: 0.23958641290664673 (0.21265817284584046) | > loss_disc_real_2: 0.19878481328487396 (0.22973568081855775) | > loss_disc_real_3: 0.22376559674739838 (0.23288974404335022) | > loss_disc_real_4: 0.22167439758777618 (0.2443606835603714) | > loss_disc_real_5: 0.2632623016834259 (0.23721764266490936) | > loss_0: 2.40810489654541 (2.4252298927307137) | > loss_gen: 2.2966361045837402 (2.421963167190552) | > loss_kl: 3.124047040939331 (3.186976089477539) | > loss_feat: 6.046305179595947 (6.300406665802002) | > loss_mel: 15.004332542419434 (16.961427688598633) | > loss_duration: 2.4037928581237793 (2.368288106918335) | > loss_1: 28.87511444091797 (31.239062423706056)  --> STEP: 26 | > loss_disc: 2.5910375118255615 (2.431607108849746) | > loss_disc_real_0: 0.18590593338012695 (0.1704454572441486) | > loss_disc_real_1: 0.2661939561367035 (0.21471724143395057) | > loss_disc_real_2: 0.18294571340084076 (0.2279360666871071) | > loss_disc_real_3: 0.31743869185447693 (0.23614162665147048) | > loss_disc_real_4: 0.23741650581359863 (0.24409359980088013) | > loss_disc_real_5: 0.23588865995407104 (0.23716652794526175) | > loss_0: 2.5910375118255615 (2.431607108849746) | > loss_gen: 2.4609618186950684 (2.423463115325341) | > loss_kl: 2.2640397548675537 (3.1514785381463857) | > loss_feat: 10.075179100036621 (6.445590220964872) | > loss_mel: 16.968069076538086 (16.961683126596306) | > loss_duration: 2.2979345321655273 (2.365582200197073) | > loss_1: 34.066184997558594 (31.34779790731577) --> EVAL PERFORMANCE | > avg_loader_time: 0.002469521302443284 (+3.9164836590106604e-05) | > avg_loss_disc: 2.431607108849746 (+0.005829985325153775) | > avg_loss_disc_real_0: 0.1704454572441486 (+0.04039807689304534) | > avg_loss_disc_real_1: 0.21471724143395057 (-0.07213920985276887) | > avg_loss_disc_real_2: 0.2279360666871071 (+0.03445263292927009) | > avg_loss_disc_real_3: 0.23614162665147048 (+0.01731618207234603) | > avg_loss_disc_real_4: 0.24409359980088013 (+0.029234064313081592) | > avg_loss_disc_real_5: 0.23716652794526175 (+0.028122055415923802) | > avg_loss_0: 2.431607108849746 (+0.005829985325153775) | > avg_loss_gen: 2.423463115325341 (+0.08747436450077961) | > avg_loss_kl: 3.1514785381463857 (+0.00909322958726122) | > avg_loss_feat: 6.445590220964872 (-0.0683816763070908) | > avg_loss_mel: 16.961683126596306 (-0.1762756200937119) | > avg_loss_duration: 2.365582200197073 (-0.02137583952683686) | > avg_loss_1: 31.34779790731577 (-0.16946462484506242)  > EPOCH: 999/1000 --> ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6  > TRAINING (2024-06-12 11:36:59)   --> TIME: 2024-06-12 11:37:02 -- STEP: 4/330 -- GLOBAL_STEP: 417675 | > loss_disc: 2.3014919757843018 (2.2583346366882324) | > loss_disc_real_0: 0.09015734493732452 (0.09730485640466213) | > loss_disc_real_1: 0.16084016859531403 (0.18161213397979736) | > loss_disc_real_2: 0.19418975710868835 (0.20828230306506157) | > loss_disc_real_3: 0.21083378791809082 (0.22847742587327957) | > loss_disc_real_4: 0.2338624894618988 (0.24897442758083344) | > loss_disc_real_5: 0.20125167071819305 (0.213942963629961) | > loss_0: 2.3014919757843018 (2.2583346366882324) | > grad_norm_0: tensor(3.7837, device='cuda:0') (tensor(5.7730, device='cuda:0')) | > loss_gen: 2.370899200439453 (2.5366756319999695) | > loss_kl: 2.081144094467163 (2.0818370580673218) | > loss_feat: 6.5104451179504395 (6.797484755516052) | > loss_mel: 16.85904312133789 (17.235970973968506) | > loss_duration: 2.1262824535369873 (2.1234496235847473) | > loss_1: 29.947813034057617 (30.7754168510437) | > grad_norm_1: tensor(47.5845, device='cuda:0') (tensor(66.0086, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3453 (0.38018739223480225) | > loader_time: 0.003 (0.00313645601272583)  --> TIME: 2024-06-12 11:37:11 -- STEP: 29/330 -- GLOBAL_STEP: 417700 | > loss_disc: 2.3618547916412354 (2.314767779975102) | > loss_disc_real_0: 0.1396404355764389 (0.1025498912766062) | > loss_disc_real_1: 0.17014376819133759 (0.19217698789876084) | > loss_disc_real_2: 0.21769195795059204 (0.20712111941699324) | > loss_disc_real_3: 0.24481147527694702 (0.22838112198073288) | > loss_disc_real_4: 0.2412896752357483 (0.23159021909894614) | > loss_disc_real_5: 0.2358805537223816 (0.21963371028160228) | > loss_0: 2.3618547916412354 (2.314767779975102) | > grad_norm_0: tensor(8.5892, device='cuda:0') (tensor(8.9126, device='cuda:0')) | > loss_gen: 2.658688545227051 (2.515382035025235) | > loss_kl: 1.8635993003845215 (1.9161286189638336) | > loss_feat: 6.3840813636779785 (7.123372028613913) | > loss_mel: 16.530319213867188 (17.2715629709178) | > loss_duration: 1.9644427299499512 (1.9954030513763426) | > loss_1: 29.40113067626953 (30.821848507585198) | > grad_norm_1: tensor(72.6907, device='cuda:0') (tensor(100.3871, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3731 (0.36046578144205027) | > loader_time: 0.0033 (0.0032262308844204605)  --> TIME: 2024-06-12 11:37:21 -- STEP: 54/330 -- GLOBAL_STEP: 417725 | > loss_disc: 2.3877511024475098 (2.3232726079446295) | > loss_disc_real_0: 0.07853484153747559 (0.10619682984219657) | > loss_disc_real_1: 0.16660307347774506 (0.1935146180567918) | > loss_disc_real_2: 0.2349536418914795 (0.20779629355227505) | > loss_disc_real_3: 0.21065151691436768 (0.22877424900178556) | > loss_disc_real_4: 0.20037972927093506 (0.2303024105451725) | > loss_disc_real_5: 0.16845299303531647 (0.22018902859202139) | > loss_0: 2.3877511024475098 (2.3232726079446295) | > grad_norm_0: tensor(6.5200, device='cuda:0') (tensor(8.5094, device='cuda:0')) | > loss_gen: 2.359340190887451 (2.5138222685566656) | > loss_kl: 2.0603957176208496 (1.9479180243280199) | > loss_feat: 7.963711738586426 (7.0683446548603195) | > loss_mel: 17.366098403930664 (17.162370575798878) | > loss_duration: 1.9395651817321777 (1.974524336832541) | > loss_1: 31.689111709594727 (30.666979754412615) | > grad_norm_1: tensor(36.3064, device='cuda:0') (tensor(85.3531, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3707 (0.3680708231749358) | > loader_time: 0.0032 (0.0033228044156674986)  --> TIME: 2024-06-12 11:37:30 -- STEP: 79/330 -- GLOBAL_STEP: 417750 | > loss_disc: 2.346592903137207 (2.332583300675018) | > loss_disc_real_0: 0.11871937662363052 (0.10714561067804505) | > loss_disc_real_1: 0.19519773125648499 (0.19304304315319545) | > loss_disc_real_2: 0.24966439604759216 (0.20774819390683236) | > loss_disc_real_3: 0.23452281951904297 (0.2296209614488143) | > loss_disc_real_4: 0.21219468116760254 (0.23069488172289693) | > loss_disc_real_5: 0.20743852853775024 (0.2218003008939043) | > loss_0: 2.346592903137207 (2.332583300675018) | > grad_norm_0: tensor(7.7376, device='cuda:0') (tensor(9.0689, device='cuda:0')) | > loss_gen: 2.513378143310547 (2.5090074901339388) | > loss_kl: 2.064114809036255 (1.9719089511074597) | > loss_feat: 6.978422164916992 (7.07204985920387) | > loss_mel: 16.82074737548828 (17.13370323181152) | > loss_duration: 1.9316003322601318 (1.969297870804992) | > loss_1: 30.308263778686523 (30.655967253672927) | > grad_norm_1: tensor(148.7319, device='cuda:0') (tensor(88.8838, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3771 (0.3699826288826858) | > loader_time: 0.0038 (0.0034576035753081115)  --> TIME: 2024-06-12 11:37:40 -- STEP: 104/330 -- GLOBAL_STEP: 417775 | > loss_disc: 2.3347713947296143 (2.3333815955198727) | > loss_disc_real_0: 0.10860703885555267 (0.10728882045413439) | > loss_disc_real_1: 0.20411869883537292 (0.192598154481787) | > loss_disc_real_2: 0.22493261098861694 (0.20772242789658216) | > loss_disc_real_3: 0.24093425273895264 (0.22955566744964856) | > loss_disc_real_4: 0.247443288564682 (0.23089419276668474) | > loss_disc_real_5: 0.2317483276128769 (0.2212544182458749) | > loss_0: 2.3347713947296143 (2.3333815955198727) | > grad_norm_0: tensor(6.7106, device='cuda:0') (tensor(8.9076, device='cuda:0')) | > loss_gen: 2.56009578704834 (2.504626854107932) | > loss_kl: 2.2453434467315674 (1.9832676202058792) | > loss_feat: 6.81768274307251 (7.031861699544466) | > loss_mel: 17.00490951538086 (17.104950198760392) | > loss_duration: 2.0352001190185547 (1.9740050320441906) | > loss_1: 30.663232803344727 (30.59871138059176) | > grad_norm_1: tensor(109.7668, device='cuda:0') (tensor(98.7483, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3772 (0.37118412439639753) | > loader_time: 0.0037 (0.0035812029471764197)  --> TIME: 2024-06-12 11:37:49 -- STEP: 129/330 -- GLOBAL_STEP: 417800 | > loss_disc: 2.332348108291626 (2.344002368838288) | > loss_disc_real_0: 0.09298264980316162 (0.10897669941186905) | > loss_disc_real_1: 0.15824946761131287 (0.19359615953393688) | > loss_disc_real_2: 0.17293807864189148 (0.20885651206323344) | > loss_disc_real_3: 0.24987845122814178 (0.23038729089637136) | > loss_disc_real_4: 0.21907943487167358 (0.2316493313441905) | > loss_disc_real_5: 0.25907814502716064 (0.22199298707089682) | > loss_0: 2.332348108291626 (2.344002368838288) | > grad_norm_0: tensor(7.3332, device='cuda:0') (tensor(8.8943, device='cuda:0')) | > loss_gen: 2.4357707500457764 (2.491148497707161) | > loss_kl: 1.9647279977798462 (1.9937281599340513) | > loss_feat: 6.659177780151367 (6.98631139503893) | > loss_mel: 17.462732315063477 (17.1072604231132) | > loss_duration: 1.9758803844451904 (1.9784099704535432) | > loss_1: 30.498289108276367 (30.5568584175997) | > grad_norm_1: tensor(81.4095, device='cuda:0') (tensor(103.7759, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3688 (0.37129934259163316) | > loader_time: 0.004 (0.0036915716274764187)  --> TIME: 2024-06-12 11:37:59 -- STEP: 154/330 -- GLOBAL_STEP: 417825 | > loss_disc: 2.4164838790893555 (2.3490687763536124) | > loss_disc_real_0: 0.16322648525238037 (0.11043259927204677) | > loss_disc_real_1: 0.20346185564994812 (0.1945169912530231) | > loss_disc_real_2: 0.20421208441257477 (0.20958985136700914) | > loss_disc_real_3: 0.2453138530254364 (0.22982137127743138) | > loss_disc_real_4: 0.22987085580825806 (0.231328145927423) | > loss_disc_real_5: 0.23969519138336182 (0.22213861278512262) | > loss_0: 2.4164838790893555 (2.3490687763536124) | > grad_norm_0: tensor(10.7018, device='cuda:0') (tensor(8.8966, device='cuda:0')) | > loss_gen: 2.400559902191162 (2.4830643279211873) | > loss_kl: 2.062866449356079 (1.9995981400663203) | > loss_feat: 6.962795257568359 (6.969399771133027) | > loss_mel: 16.105480194091797 (17.091714245932433) | > loss_duration: 1.9874451160430908 (1.9829558900424413) | > loss_1: 29.519147872924805 (30.52673235806552) | > grad_norm_1: tensor(59.5728, device='cuda:0') (tensor(100.4904, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3685 (0.3720987741049234) | > loader_time: 0.0043 (0.0038053695257607993)  --> TIME: 2024-06-12 11:38:09 -- STEP: 179/330 -- GLOBAL_STEP: 417850 | > loss_disc: 2.2171273231506348 (2.3535875501579406) | > loss_disc_real_0: 0.0980415940284729 (0.11252722268996958) | > loss_disc_real_1: 0.2012312412261963 (0.19446292211556576) | > loss_disc_real_2: 0.1772410124540329 (0.2098618886490774) | > loss_disc_real_3: 0.19880379736423492 (0.2296251379910794) | > loss_disc_real_4: 0.22403664886951447 (0.23230229376414635) | > loss_disc_real_5: 0.21991337835788727 (0.2227157153730286) | > loss_0: 2.2171273231506348 (2.3535875501579406) | > grad_norm_0: tensor(10.9362, device='cuda:0') (tensor(9.3639, device='cuda:0')) | > loss_gen: 2.4819955825805664 (2.4779136194197164) | > loss_kl: 2.263335943222046 (2.007716151589121) | > loss_feat: 7.639245510101318 (6.956891816421594) | > loss_mel: 17.143566131591797 (17.06063809208363) | > loss_duration: 2.0453484058380127 (1.990389995068811) | > loss_1: 31.573490142822266 (30.493549602657723) | > grad_norm_1: tensor(159.0412, device='cuda:0') (tensor(104.3937, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.3842 (0.3733921450609603) | > loader_time: 0.0044 (0.003919588120955994)  --> TIME: 2024-06-12 11:38:19 -- STEP: 204/330 -- GLOBAL_STEP: 417875 | > loss_disc: 2.377370595932007 (2.3581032121882726) | > loss_disc_real_0: 0.1258673518896103 (0.11384332373592199) | > loss_disc_real_1: 0.15920096635818481 (0.19515771973951196) | > loss_disc_real_2: 0.23722921311855316 (0.20996800240348368) | > loss_disc_real_3: 0.2198740690946579 (0.2296064335341547) | > loss_disc_real_4: 0.21216337382793427 (0.23205102892482982) | > loss_disc_real_5: 0.19299881160259247 (0.2229047127652402) | > loss_0: 2.377370595932007 (2.3581032121882726) | > grad_norm_0: tensor(8.7152, device='cuda:0') (tensor(9.8254, device='cuda:0')) | > loss_gen: 2.265096664428711 (2.4708544728802693) | > loss_kl: 2.204503059387207 (2.013821286898031) | > loss_feat: 6.594444751739502 (6.943704175014122) | > loss_mel: 16.531949996948242 (17.02460976675445) | > loss_duration: 2.008444309234619 (1.9985382977653952) | > loss_1: 29.60443878173828 (30.45152790406171) | > grad_norm_1: tensor(109.8319, device='cuda:0') (tensor(110.0174, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.4013 (0.37561866465736854) | > loader_time: 0.0053 (0.004024888954910576)  --> TIME: 2024-06-12 11:38:29 -- STEP: 229/330 -- GLOBAL_STEP: 417900 | > loss_disc: 2.3835220336914062 (2.3609492768366787) | > loss_disc_real_0: 0.1010284349322319 (0.11517786836520033) | > loss_disc_real_1: 0.1942863017320633 (0.19558063221029845) | > loss_disc_real_2: 0.23008613288402557 (0.21031261108587923) | > loss_disc_real_3: 0.2179459035396576 (0.22965216968517638) | > loss_disc_real_4: 0.22934214770793915 (0.2318845132943324) | > loss_disc_real_5: 0.21058741211891174 (0.22245702583456664) | > loss_0: 2.3835220336914062 (2.3609492768366787) | > grad_norm_0: tensor(17.9670, device='cuda:0') (tensor(11.0237, device='cuda:0')) | > loss_gen: 2.4286553859710693 (2.468340082460095) | > loss_kl: 2.1130635738372803 (2.018209401176484) | > loss_feat: 6.516416549682617 (6.9310499820126195) | > loss_mel: 17.11838150024414 (16.984633870520447) | > loss_duration: 2.127544403076172 (2.0079352668279133) | > loss_1: 30.304061889648438 (30.41016847702093) | > grad_norm_1: tensor(199.6796, device='cuda:0') (tensor(127.7245, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.4076 (0.3785825535720094) | > loader_time: 0.0051 (0.00413355764863793)  --> TIME: 2024-06-12 11:38:40 -- STEP: 254/330 -- GLOBAL_STEP: 417925 | > loss_disc: 2.353531837463379 (2.362473051379046) | > loss_disc_real_0: 0.13566550612449646 (0.11576569643546278) | > loss_disc_real_1: 0.1747901439666748 (0.195882823758238) | > loss_disc_real_2: 0.22690396010875702 (0.21047523606011248) | > loss_disc_real_3: 0.23083853721618652 (0.22972065263141797) | > loss_disc_real_4: 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(0.11656151597111028) | > loss_disc_real_1: 0.23309846222400665 (0.1962235862636225) | > loss_disc_real_2: 0.1885666698217392 (0.21019714328336886) | > loss_disc_real_3: 0.24190664291381836 (0.22994518306733888) | > loss_disc_real_4: 0.23473618924617767 (0.2324691265821457) | > loss_disc_real_5: 0.21565189957618713 (0.22280602808707928) | > loss_0: 2.4225032329559326 (2.363700771844515) | > grad_norm_0: tensor(13.2314, device='cuda:0') (tensor(14.2280, device='cuda:0')) | > loss_gen: 2.479428291320801 (2.477216794072086) | > loss_kl: 2.0383646488189697 (2.0284176376985386) | > loss_feat: 6.87034797668457 (6.951719619039993) | > loss_mel: 16.61387062072754 (16.917638942759528) | > loss_duration: 2.122581958770752 (2.0255962648699364) | > loss_1: 30.124591827392578 (30.400589139658063) | > grad_norm_1: tensor(249.7766, device='cuda:0') (tensor(174.9608, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.436 (0.38691549061874336) | > loader_time: 0.0066 (0.0044170477057016025)  --> TIME: 2024-06-12 11:39:03 -- STEP: 304/330 -- GLOBAL_STEP: 417975 | > loss_disc: 2.486889362335205 (2.3665846915621507) | > loss_disc_real_0: 0.16905348002910614 (0.11784054461474482) | > loss_disc_real_1: 0.16186045110225677 (0.19655028353200144) | > loss_disc_real_2: 0.20248958468437195 (0.21061691303590402) | > loss_disc_real_3: 0.2812459170818329 (0.23009796146499484) | > loss_disc_real_4: 0.2640881836414337 (0.23279814951513944) | > loss_disc_real_5: 0.22036409378051758 (0.22197590136018233) | > loss_0: 2.486889362335205 (2.3665846915621507) | > grad_norm_0: tensor(23.3671, device='cuda:0') (tensor(15.9237, device='cuda:0')) | > loss_gen: 2.382350444793701 (2.4788742888914905) | > loss_kl: 2.153437852859497 (2.0337281834922334) | > loss_feat: 7.5969414710998535 (6.969889148285515) | > loss_mel: 16.124479293823242 (16.88007515668869) | > loss_duration: 2.1834816932678223 (2.0370550336022135) | > loss_1: 30.440690994262695 (30.399621699985705) | > grad_norm_1: tensor(157.7015, device='cuda:0') (tensor(197.4019, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 0.4627 (0.3931942911524522) | > loader_time: 0.0066 (0.004601417403472097)  --> TIME: 2024-06-12 11:39:31 -- STEP: 329/330 -- GLOBAL_STEP: 418000 | > loss_disc: 2.630092144012451 (2.3725023110224495) | > loss_disc_real_0: 0.21426017582416534 (0.11998690605888251) | > loss_disc_real_1: 0.1625547558069229 (0.19708435187586168) | > loss_disc_real_2: 0.19402606785297394 (0.21077613845059928) | > loss_disc_real_3: 0.21032553911209106 (0.23028406491757888) | > loss_disc_real_4: 0.2161366194486618 (0.2328083066773632) | > loss_disc_real_5: 0.20895549654960632 (0.22211012751498116) | > loss_0: 2.630092144012451 (2.3725023110224495) | > grad_norm_0: tensor(11.1989, device='cuda:0') (tensor(16.5585, device='cuda:0')) | > loss_gen: 2.080288887023926 (2.4747009929552624) | > loss_kl: 2.2486467361450195 (2.0427717673379964) | > loss_feat: 8.506304740905762 (7.075877314280594) | > loss_mel: 17.12952423095703 (16.860796044300383) | > loss_duration: 2.294711112976074 (2.052176398709191) | > loss_1: 32.25947570800781 (30.50632240851962) | > grad_norm_1: tensor(67.7464, device='cuda:0') (tensor(210.8981, device='cuda:0')) | > current_lr_0: 0.0001765200665142838 | > current_lr_1: 0.0001765200665142838 | > step_time: 14.5332 (0.4484933516899504) | > loader_time: 0.0342 (0.00502702820264822) > CHECKPOINT : ./Output_vit/vits_fa_male-June-10-2024_02+57PM-da238d6/checkpoint_418000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2397570610046387 (2.2397570610046387) | > loss_disc_real_0: 0.09303005039691925 (0.09303005039691925) | > loss_disc_real_1: 0.24127963185310364 (0.24127963185310364) | > loss_disc_real_2: 0.2539985477924347 (0.2539985477924347) | > loss_disc_real_3: 0.21494126319885254 (0.21494126319885254) | > loss_disc_real_4: 0.28186434507369995 (0.28186434507369995) | > loss_disc_real_5: 0.23970337212085724 (0.23970337212085724) | > loss_0: 2.2397570610046387 (2.2397570610046387) | > loss_gen: 2.724865198135376 (2.724865198135376) | > loss_kl: 2.4319722652435303 (2.4319722652435303) | > loss_feat: 8.53608512878418 (8.53608512878418) | > loss_mel: 17.914703369140625 (17.914703369140625) | > loss_duration: 3.1353347301483154 (3.1353347301483154) | > loss_1: 34.74296188354492 (34.74296188354492)  --> STEP: 1 | > loss_disc: 2.2991960048675537 (2.2991960048675537) | > loss_disc_real_0: 0.12038088589906693 (0.12038088589906693) | > loss_disc_real_1: 0.1657121330499649 (0.1657121330499649) | > loss_disc_real_2: 0.1506347358226776 (0.1506347358226776) | > loss_disc_real_3: 0.22642046213150024 (0.22642046213150024) | > loss_disc_real_4: 0.20587630569934845 (0.20587630569934845) | > loss_disc_real_5: 0.20371651649475098 (0.20371651649475098) | > loss_0: 2.2991960048675537 (2.2991960048675537) | > loss_gen: 2.078718662261963 (2.078718662261963) | > loss_kl: 2.9221816062927246 (2.9221816062927246) | > loss_feat: 7.019758701324463 (7.019758701324463) | > loss_mel: 15.062471389770508 (15.062471389770508) | > loss_duration: 2.6074514389038086 (2.6074514389038086) | > loss_1: 29.690582275390625 (29.690582275390625)  --> STEP: 2 | > loss_disc: 2.4005300998687744 (2.349863052368164) | > loss_disc_real_0: 0.06732054799795151 (0.09385071694850922) | > loss_disc_real_1: 0.2551690638065338 (0.21044059842824936) | > loss_disc_real_2: 0.28564077615737915 (0.21813775599002838) | > loss_disc_real_3: 0.2843192517757416 (0.2553698569536209) | > loss_disc_real_4: 0.28143444657325745 (0.24365537613630295) | > loss_disc_real_5: 0.2280782163143158 (0.2158973664045334) | > loss_0: 2.4005300998687744 (2.349863052368164) | > loss_gen: 2.42607045173645 (2.2523945569992065) | > loss_kl: 3.032515287399292 (2.9773484468460083) | > loss_feat: 5.770062446594238 (6.394910573959351) | > loss_mel: 17.653995513916016 (16.35823345184326) | > loss_duration: 2.5944554805755615 (2.600953459739685) | > loss_1: 31.477100372314453 (30.58384132385254)  --> STEP: 3 | > loss_disc: 2.2617053985595703 (2.3204771677652993) | > loss_disc_real_0: 0.09327389299869537 (0.09365844229857127) | > loss_disc_real_1: 0.1217583566904068 (0.18087985118230185) | > loss_disc_real_2: 0.14736536145210266 (0.19454695781071982) | > loss_disc_real_3: 0.16598773002624512 (0.22557581464449564) | > loss_disc_real_4: 0.2225431650876999 (0.23661797245343527) | > loss_disc_real_5: 0.20661666989326477 (0.2128038009007772) | > loss_0: 2.2617053985595703 (2.3204771677652993) | > loss_gen: 2.0083694458007812 (2.171052853266398) | > loss_kl: 3.7851405143737793 (3.246612469355265) | > loss_feat: 6.923094749450684 (6.570971965789795) | > loss_mel: 16.481672286987305 (16.39937973022461) | > loss_duration: 2.4951179027557373 (2.5656749407450357) | > loss_1: 31.69339370727539 (30.953692118326824)  --> STEP: 4 | > loss_disc: 2.495718479156494 (2.364287495613098) | > loss_disc_real_0: 0.11971855163574219 (0.100173469632864) | > loss_disc_real_1: 0.20710699260234833 (0.18743663653731346) | > loss_disc_real_2: 0.23679760098457336 (0.2051096186041832) | > loss_disc_real_3: 0.24813920259475708 (0.231216661632061) | > loss_disc_real_4: 0.25235024094581604 (0.24055103957653046) | > loss_disc_real_5: 0.16625119745731354 (0.20116565003991127) | > loss_0: 2.495718479156494 (2.364287495613098) | > loss_gen: 2.111628770828247 (2.1561968326568604) | > loss_kl: 4.037997722625732 (3.444458782672882) | > loss_feat: 5.3190155029296875 (6.257982850074768) | > loss_mel: 15.627955436706543 (16.206523656845093) | > loss_duration: 2.491395950317383 (2.5471051931381226) | > loss_1: 29.587995529174805 (30.61226797103882)  --> STEP: 5 | > loss_disc: 2.358663558959961 (2.363162708282471) | > loss_disc_real_0: 0.14204008877277374 (0.10854679346084595) | > loss_disc_real_1: 0.24356119334697723 (0.19866154789924623) | > loss_disc_real_2: 0.16427069902420044 (0.19694183468818666) | > loss_disc_real_3: 0.2295505553483963 (0.23088344037532807) | > loss_disc_real_4: 0.2655785381793976 (0.2455565392971039) | > loss_disc_real_5: 0.18238653242588043 (0.1974098265171051) | > loss_0: 2.358663558959961 (2.363162708282471) | > loss_gen: 2.4318583011627197 (2.211329126358032) | > loss_kl: 3.0604588985443115 (3.367658805847168) | > loss_feat: 6.016976356506348 (6.209781551361084) | > loss_mel: 17.31183624267578 (16.427586174011232) | > loss_duration: 2.3981640338897705 (2.517316961288452) | > loss_1: 31.21929359436035 (30.733673095703125)  --> STEP: 6 | > loss_disc: 2.291133403778076 (2.351157824198405) | > loss_disc_real_0: 0.05798390507698059 (0.10011964539686839) | > loss_disc_real_1: 0.20648987591266632 (0.19996626923481622) | > loss_disc_real_2: 0.1967572122812271 (0.19691106428702673) | > loss_disc_real_3: 0.25309598445892334 (0.23458553105592728) | > loss_disc_real_4: 0.23339390754699707 (0.2435294340054194) | > loss_disc_real_5: 0.20708554983139038 (0.199022447069486) | > loss_0: 2.291133403778076 (2.351157824198405) | > loss_gen: 2.2639060020446777 (2.220091938972473) | > loss_kl: 3.7186195850372314 (3.4261522690455117) | > loss_feat: 5.864869117736816 (6.152296145757039) | > loss_mel: 18.145275115966797 (16.713867664337158) | > loss_duration: 2.2916665077209473 (2.4797085523605347) | > loss_1: 32.28433609008789 (30.992116928100586)  --> STEP: 7 | > loss_disc: 2.4348368644714355 (2.363111972808838) | > loss_disc_real_0: 0.11576712131500244 (0.10235499909945897) | > loss_disc_real_1: 0.24099837243556976 (0.20582799826349532) | > loss_disc_real_2: 0.2268848717212677 (0.2011930367776326) | > loss_disc_real_3: 0.2254842072725296 (0.23328534194401332) | > loss_disc_real_4: 0.22947458922863007 (0.24152159903730666) | > loss_disc_real_5: 0.16585350036621094 (0.19428402611187526) | > loss_0: 2.4348368644714355 (2.363111972808838) | > loss_gen: 2.13923978805542 (2.2085416316986084) | > loss_kl: 5.014795780181885 (3.6531013420649936) | > loss_feat: 5.633565902709961 (6.078191825321743) | > loss_mel: 15.947505950927734 (16.604387419564382) | > loss_duration: 2.6193337440490723 (2.49965500831604) | > loss_1: 31.354440689086914 (31.043877465384348)  --> STEP: 8 | > loss_disc: 2.1647353172302246 (2.3383148908615112) | > loss_disc_real_0: 0.1507972776889801 (0.10841028392314911) | > loss_disc_real_1: 0.12876076996326447 (0.19619459472596645) | > loss_disc_real_2: 0.19062592089176178 (0.19987214729189873) | > loss_disc_real_3: 0.20137783885002136 (0.22929690405726433) | > loss_disc_real_4: 0.2332814484834671 (0.2404915802180767) | > loss_disc_real_5: 0.16969336569309235 (0.1912101935595274) | > loss_0: 2.1647353172302246 (2.3383148908615112) | > loss_gen: 2.3650410175323486 (2.228104054927826) | > loss_kl: 3.095059633255005 (3.583346128463745) | > loss_feat: 9.051653861999512 (6.449874579906464) | > loss_mel: 17.103694915771484 (16.66680085659027) | > loss_duration: 2.295889377593994 (2.4741843044757843) | > loss_1: 33.911338806152344 (31.402310132980347)  --> STEP: 9 | > loss_disc: 2.3433127403259277 (2.3388702074686685) | > loss_disc_real_0: 0.15142595767974854 (0.11318980322943793) | > loss_disc_real_1: 0.2060161978006363 (0.19728588395648533) | > loss_disc_real_2: 0.2386293262243271 (0.204178500506613) | > loss_disc_real_3: 0.24559268355369568 (0.23110754622353447) | > loss_disc_real_4: 0.2970787584781647 (0.2467790444691976) | > loss_disc_real_5: 0.20977987349033356 (0.19327349132961696) | > loss_0: 2.3433127403259277 (2.3388702074686685) | > loss_gen: 2.5376534461975098 (2.2624984317355685) | > loss_kl: 2.4286508560180664 (3.4550466537475586) | > loss_feat: 7.844395637512207 (6.60482136408488) | > loss_mel: 17.859859466552734 (16.799362924363876) | > loss_duration: 2.237853765487671 (2.4479253556993275) | > loss_1: 32.90841293334961 (31.56965488857693)  --> STEP: 10 | > loss_disc: 2.4171881675720215 (2.346702003479004) | > loss_disc_real_0: 0.0918896272778511 (0.11105978563427925) | > loss_disc_real_1: 0.1843675971031189 (0.1959940552711487) | > loss_disc_real_2: 0.29120439291000366 (0.21288108974695205) | > loss_disc_real_3: 0.2778222858905792 (0.23577902019023894) | > loss_disc_real_4: 0.2589743435382843 (0.24799857437610626) | > loss_disc_real_5: 0.2224401980638504 (0.19619016200304032) | > loss_0: 2.4171881675720215 (2.346702003479004) | > loss_gen: 2.4416303634643555 (2.280411624908447) | > loss_kl: 3.020658254623413 (3.411607813835144) | > loss_feat: 7.129932403564453 (6.657332468032837) | > loss_mel: 16.88351058959961 (16.807777690887452) | > loss_duration: 2.441509246826172 (2.4472837448120117) | > loss_1: 31.917240142822266 (31.604413414001463)  --> STEP: 11 | > loss_disc: 2.3412859439849854 (2.3462096344340932) | > loss_disc_real_0: 0.1229504644870758 (0.11214075643907893) | > loss_disc_real_1: 0.14497298002243042 (0.19135577570308338) | > loss_disc_real_2: 0.21977867186069489 (0.2135081426663832) | > loss_disc_real_3: 0.18253396451473236 (0.23093856058337472) | > loss_disc_real_4: 0.2935670018196106 (0.2521411586891521) | > loss_disc_real_5: 0.24424132704734802 (0.200558449734341) | > loss_0: 2.3412859439849854 (2.3462096344340932) | > loss_gen: 2.369839668273926 (2.2885414470325816) | > loss_kl: 3.738635540008545 (3.4413376071236352) | > loss_feat: 7.121896743774414 (6.699565584009344) | > loss_mel: 15.83491039276123 (16.719335209239613) | > loss_duration: 2.5992555618286133 (2.4610993645407935) | > loss_1: 31.664535522460938 (31.609879060225055)  --> STEP: 12 | > loss_disc: 2.414105176925659 (2.35186759630839) | > loss_disc_real_0: 0.11366285383701324 (0.11226759788890679) | > loss_disc_real_1: 0.1868179440498352 (0.1909776230653127) | > loss_disc_real_2: 0.21872445940971375 (0.21394283572832742) | > loss_disc_real_3: 0.25929000973701477 (0.23330118134617805) | > loss_disc_real_4: 0.2136625051498413 (0.24893460422754288) | > loss_disc_real_5: 0.2214701771736145 (0.20230109368761381) | > loss_0: 2.414105176925659 (2.35186759630839) | > loss_gen: 2.2468068599700928 (2.2850635647773743) | > loss_kl: 2.1627705097198486 (3.334790349006653) | > loss_feat: 5.699533462524414 (6.6162295738856) | > loss_mel: 17.160497665405273 (16.756098747253418) | > loss_duration: 2.285334825515747 (2.4464523196220394) | > loss_1: 29.554943084716797 (31.438634395599365)  --> STEP: 13 | > loss_disc: 2.5027685165405273 (2.36347535940317) | > loss_disc_real_0: 0.07810258865356445 (0.10963952025541893) | > loss_disc_real_1: 0.24362489581108093 (0.19502741327652565) | > loss_disc_real_2: 0.18102532625198364 (0.21141071961476252) | > loss_disc_real_3: 0.24707482755184174 (0.23436069259276757) | > loss_disc_real_4: 0.27927708625793457 (0.25126864130680376) | > loss_disc_real_5: 0.219996839761734 (0.2036623049240846) | > loss_0: 2.5027685165405273 (2.36347535940317) | > loss_gen: 2.064890146255493 (2.268127147967999) | > loss_kl: 4.110095500946045 (3.3944292068481445) | > loss_feat: 5.853012561798096 (6.5575205729557915) | > loss_mel: 15.898919105529785 (16.690161851736214) | > loss_duration: 2.317387580871582 (2.436524262795081) | > loss_1: 30.244304656982422 (31.346762877244217)  --> STEP: 14 | > loss_disc: 2.4522461891174316 (2.3698161329541887) | > loss_disc_real_0: 0.09968908876180649 (0.10892877514873232) | > loss_disc_real_1: 0.18586143851280212 (0.19437270079340255) | > loss_disc_real_2: 0.19252142310142517 (0.21006148414952414) | > loss_disc_real_3: 0.225337952375412 (0.23371621114867075) | > loss_disc_real_4: 0.26652488112449646 (0.25235837272235323) | > loss_disc_real_5: 0.21079087257385254 (0.20417148832763946) | > loss_0: 2.4522461891174316 (2.3698161329541887) | > loss_gen: 2.0879149436950684 (2.2552548476627896) | > loss_kl: 3.6762993335723877 (3.4145627873284474) | > loss_feat: 7.482806205749512 (6.623612403869629) | > loss_mel: 18.44357681274414 (16.815405777522493) | > loss_duration: 2.4605956077575684 (2.438243644578116) | > loss_1: 34.15119171142578 (31.547079222542898)  --> STEP: 15 | > loss_disc: 2.5496160984039307 (2.381802797317505) | > loss_disc_real_0: 0.13819406926631927 (0.11087979475657145) | > loss_disc_real_1: 0.2690344750881195 (0.19935015241305035) | > loss_disc_real_2: 0.23532040417194366 (0.21174541215101877) | > loss_disc_real_3: 0.2621542811393738 (0.23561208248138427) | > loss_disc_real_4: 0.2715344727039337 (0.25363677938779194) | > loss_disc_real_5: 0.20350757241249084 (0.20412722726662955) | > loss_0: 2.5496160984039307 (2.381802797317505) | > loss_gen: 2.167459487915039 (2.249401823679606) | > loss_kl: 3.635241746902466 (3.4292747179667153) | > loss_feat: 6.232205867767334 (6.597518634796143) | > loss_mel: 17.98225212097168 (16.893195533752436) | > loss_duration: 2.4799060821533203 (2.441021140416463) | > loss_1: 32.497066497802734 (31.61041170756022)  --> STEP: 16 | > loss_disc: 2.275932550430298 (2.3751859068870544) | > loss_disc_real_0: 0.08434577286243439 (0.10922141838818789) | > loss_disc_real_1: 0.20484554767608643 (0.1996936146169901) | > loss_disc_real_2: 0.2465505450963974 (0.21392073296010494) | > loss_disc_real_3: 0.19291485846042633 (0.2329435059800744) | > loss_disc_real_4: 0.1808648258447647 (0.24908853229135275) | > loss_disc_real_5: 0.10709351301193237 (0.19806262012571096) | > loss_0: 2.275932550430298 (2.3751859068870544) | > loss_gen: 2.386923313140869 (2.257996916770935) | > loss_kl: 3.072065591812134 (3.406949147582054) | > loss_feat: 9.598034858703613 (6.7850508987903595) | > loss_mel: 16.573808670043945 (16.873233854770653) | > loss_duration: 2.41890811920166 (2.439639076590538) | > loss_1: 34.049739837646484 (31.762869715690613)  --> STEP: 17 | > loss_disc: 2.4744324684143066 (2.3810239399180695) | > loss_disc_real_0: 0.06705139577388763 (0.10674082882264081) | > loss_disc_real_1: 0.25014638900756836 (0.2026614248752594) | > loss_disc_real_2: 0.2173016518354416 (0.2141196105410071) | > loss_disc_real_3: 0.2698438763618469 (0.23511411600253163) | > loss_disc_real_4: 0.2978185713291168 (0.2519550051759271) | > loss_disc_real_5: 0.29253315925598145 (0.2036197106627857) | > loss_0: 2.4744324684143066 (2.3810239399180695) | > loss_gen: 2.4370946884155273 (2.2685320798088524) | > loss_kl: 2.3813323974609375 (3.346618750516106) | > loss_feat: 6.579936504364014 (6.772985346177045) | > loss_mel: 15.346147537231445 (16.78340524785658) | > loss_duration: 2.462000846862793 (2.4409544748418472) | > loss_1: 29.206512451171875 (31.612495758954218)  --> STEP: 18 | > loss_disc: 2.3114752769470215 (2.3771601253085666) | > loss_disc_real_0: 0.1290360689163208 (0.1079794532722897) | > loss_disc_real_1: 0.18013164401054382 (0.2014097703827752) | > loss_disc_real_2: 0.17174631357192993 (0.21176553848716947) | > loss_disc_real_3: 0.1749608814716339 (0.23177226963970396) | > loss_disc_real_4: 0.2162187546491623 (0.24996965792444018) | > loss_disc_real_5: 0.1934977024793625 (0.20305737687481773) | > loss_0: 2.3114752769470215 (2.3771601253085666) | > loss_gen: 2.1340882778167725 (2.261062979698181) | > loss_kl: 3.3327078819274902 (3.345845924483405) | > loss_feat: 8.41132926940918 (6.864004453023274) | > loss_mel: 19.208698272705078 (16.918143749237053) | > loss_duration: 2.333273410797119 (2.434972193506029) | > loss_1: 35.42009735107422 (31.824029180738663)  --> STEP: 19 | > loss_disc: 2.574218273162842 (2.3875316067745813) | > loss_disc_real_0: 0.11171712726354599 (0.10817617295604003) | > loss_disc_real_1: 0.20415404438972473 (0.20155420585682518) | > loss_disc_real_2: 0.1873060017824173 (0.21047819445007726) | > loss_disc_real_3: 0.1927257478237152 (0.2297171895441256) | > loss_disc_real_4: 0.3200906813144684 (0.2536602381028627) | > loss_disc_real_5: 0.2339203953742981 (0.20468174626952723) | > loss_0: 2.574218273162842 (2.3875316067745813) | > loss_gen: 2.08663272857666 (2.2518824401654696) | > loss_kl: 2.309037446975708 (3.291277057246158) | > loss_feat: 6.4732136726379395 (6.8434365172135205) | > loss_mel: 16.165802001953125 (16.87854681516948) | > loss_duration: 2.3738276958465576 (2.4317540620502673) | > loss_1: 29.40851402282715 (31.696896804006474)  --> STEP: 20 | > loss_disc: 2.459616184234619 (2.3911358356475834) | > loss_disc_real_0: 0.2120358943939209 (0.11336915902793407) | > loss_disc_real_1: 0.24302949011325836 (0.20362797006964684) | > loss_disc_real_2: 0.1938980370759964 (0.20964918658137321) | > loss_disc_real_3: 0.21795429289340973 (0.22912904471158982) | > loss_disc_real_4: 0.24140360951423645 (0.2530474066734314) | > loss_disc_real_5: 0.17371158301830292 (0.203133238106966) | > loss_0: 2.459616184234619 (2.3911358356475834) | > loss_gen: 2.2868592739105225 (2.253631281852722) | > loss_kl: 2.3179101943969727 (3.2426087141036986) | > loss_feat: 5.190238952636719 (6.76077663898468) | > loss_mel: 14.431714057922363 (16.756205177307123) | > loss_duration: 2.3702752590179443 (2.428680121898651) | > loss_1: 26.59699821472168 (31.441901874542236)  --> STEP: 21 | > loss_disc: 2.218384027481079 (2.382909559068226) | > loss_disc_real_0: 0.10576099902391434 (0.11300686569440932) | > loss_disc_real_1: 0.2344754934310913 (0.20509689975352513) | > loss_disc_real_2: 0.2486545443534851 (0.2115065845705214) | > loss_disc_real_3: 0.19506044685840607 (0.22750673052810488) | > loss_disc_real_4: 0.1914025843143463 (0.2501119389420464) | > loss_disc_real_5: 0.15420697629451752 (0.20080341611589705) | > loss_0: 2.218384027481079 (2.382909559068226) | > loss_gen: 2.392807722091675 (2.2602587313879106) | > loss_kl: 3.0684709548950195 (3.2343164398556663) | > loss_feat: 6.335309982299805 (6.740516321999686) | > loss_mel: 14.442317962646484 (16.646020071847094) | > loss_duration: 2.270242929458618 (2.421135493687221) | > loss_1: 28.5091495513916 (31.302247002011253)  --> STEP: 22 | > loss_disc: 2.5431385040283203 (2.3901926929300483) | > loss_disc_real_0: 0.10935407876968384 (0.11284082992510362) | > loss_disc_real_1: 0.22655630111694336 (0.20607232708822598) | > loss_disc_real_2: 0.23067060112953186 (0.21237767623229462) | > loss_disc_real_3: 0.20408573746681213 (0.22644213993440976) | > loss_disc_real_4: 0.21131007373332977 (0.24834821779619567) | > loss_disc_real_5: 0.206570565700531 (0.20106555927883496) | > loss_0: 2.5431385040283203 (2.3901926929300483) | > loss_gen: 2.001617908477783 (2.248502330346541) | > loss_kl: 2.3640925884246826 (3.194760810245167) | > loss_feat: 6.023176670074463 (6.707909974184903) | > loss_mel: 18.30454444885254 (16.721407543529157) | > loss_duration: 2.2174410820007324 (2.4118766567923804) | > loss_1: 30.910873413085938 (31.28445729342374)  --> STEP: 23 | > loss_disc: 2.5709118843078613 (2.3980500490769097) | > loss_disc_real_0: 0.24276161193847656 (0.11848955957785896) | > loss_disc_real_1: 0.2725675106048584 (0.20896342202373172) | > loss_disc_real_2: 0.2863977551460266 (0.21559594053289163) | > loss_disc_real_3: 0.2594055235385895 (0.22787533052589581) | > loss_disc_real_4: 0.2659110128879547 (0.2491118175827939) | > loss_disc_real_5: 0.25460711121559143 (0.2033934528413026) | > loss_0: 2.5709118843078613 (2.3980500490769097) | > loss_gen: 2.4776501655578613 (2.2584652797035547) | > loss_kl: 3.043915033340454 (3.1882022982058316) | > loss_feat: 5.441576957702637 (6.652852016946544) | > loss_mel: 15.470705032348633 (16.66702917347783) | > loss_duration: 2.308387279510498 (2.40737711864969) | > loss_1: 28.742233276367188 (31.17392581442128)  --> STEP: 24 | > loss_disc: 2.5008716583251953 (2.402334282795588) | > loss_disc_real_0: 0.15141691267490387 (0.11986153262356918) | > loss_disc_real_1: 0.23825019598007202 (0.21018370427191257) | > loss_disc_real_2: 0.17156840860843658 (0.21376146003603935) | > loss_disc_real_3: 0.1823195219039917 (0.22597717183331648) | > loss_disc_real_4: 0.2143545001745224 (0.24766359602411592) | > loss_disc_real_5: 0.19619636237621307 (0.20309357407192388) | > loss_0: 2.5008716583251953 (2.402334282795588) | > loss_gen: 2.147866725921631 (2.2538570066293078) | > loss_kl: 2.47743821144104 (3.1585871279239655) | > loss_feat: 7.4321441650390625 (6.685322523117065) | > loss_mel: 17.366649627685547 (16.696180025736485) | > loss_duration: 2.3877432346343994 (2.406559040149053) | > loss_1: 31.81184196472168 (31.20050565401713)  --> STEP: 25 | > loss_disc: 2.5535948276519775 (2.4083847045898437) | > loss_disc_real_0: 0.1318090260028839 (0.12033943235874175) | > loss_disc_real_1: 0.22238072752952576 (0.2106715852022171) | > loss_disc_real_2: 0.2147981822490692 (0.21380292892456054) | > loss_disc_real_3: 0.2544792592525482 (0.22711725533008575) | > loss_disc_real_4: 0.274390310049057 (0.24873266458511356) | > loss_disc_real_5: 0.27712294459342957 (0.2060547488927841) | > loss_0: 2.5535948276519775 (2.4083847045898437) | > loss_gen: 2.1664578914642334 (2.2503610420227047) | > loss_kl: 4.246901035308838 (3.2021196842193604) | > loss_feat: 6.986238479614258 (6.697359161376953) | > loss_mel: 15.934916496276855 (16.6657294845581) | > loss_duration: 2.3791861534118652 (2.4054641246795656) | > loss_1: 31.713701248168945 (31.2210334777832)  --> STEP: 26 | > loss_disc: 2.8060269355773926 (2.4236786365509033) | > loss_disc_real_0: 0.05373040959239006 (0.11777754686772823) | > loss_disc_real_1: 0.06622199714183807 (0.20511583181527945) | > loss_disc_real_2: 0.07007516175508499 (0.2082749378795807) | > loss_disc_real_3: 0.07546523958444595 (0.221284485493715) | > loss_disc_real_4: 0.07157117128372192 (0.2419187609965985) | > loss_disc_real_5: 0.08104244619607925 (0.20124658340444931) | > loss_0: 2.8060269355773926 (2.4236786365509033) | > loss_gen: 1.4282562732696533 (2.2187416278398953) | > loss_kl: 2.6788694858551025 (3.181994676589966) | > loss_feat: 20.236955642700195 (7.218112872197078) | > loss_mel: 21.489662170410156 (16.85126535709087) | > loss_duration: 2.2901968955993652 (2.4010307697149424) | > loss_1: 48.123939514160156 (31.871145248413086) --> EVAL PERFORMANCE | > avg_loader_time: 0.0025650446231548604 (+9.552332071157636e-05) | > avg_loss_disc: 2.4236786365509033 (-0.007928472298842859) | > avg_loss_disc_real_0: 0.11777754686772823 (-0.05266791037642038) | > avg_loss_disc_real_1: 0.20511583181527945 (-0.00960140961867112) | > avg_loss_disc_real_2: 0.2082749378795807 (-0.01966112880752638) | > avg_loss_disc_real_3: 0.221284485493715 (-0.014857141157755493) | > avg_loss_disc_real_4: 0.2419187609965985 (-0.002174838804281626) | > avg_loss_disc_real_5: 0.20124658340444931 (-0.03591994454081243) | > avg_loss_0: 2.4236786365509033 (-0.007928472298842859) | > avg_loss_gen: 2.2187416278398953 (-0.20472148748544594) | > avg_loss_kl: 3.181994676589966 (+0.030516138443580143) | > avg_loss_feat: 7.218112872197078 (+0.7725226512322054) | > avg_loss_mel: 16.85126535709087 (-0.11041776950543536) | > avg_loss_duration: 2.4010307697149424 (+0.035448569517869455) | > avg_loss_1: 31.871145248413086 (+0.5233473410973168)